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2110 1806 2144 1618 2496 1858 1520 1878 2112 2384 1966 1968 2158 1207 1480 2859 1724 1379 2059 2727 1123 1535 1623 1131 2679 1740 1920 1479 2361 1214 1399 1288 1360 1207 945 2566 2041 1945 2148 2707 2574 1717 1779 2051 2556 2261 2084 1384 1218 1695 1471 2295 1732 1469 2140 1827 2038 2494 2000 2225 2115 1565 1892 2562 2733 2265 1807 2542 1828 1379 1560 1390 2460 1708 2198 1571 2000 2123 1897 1657 1789 1397 2735 2390 2087 2640 1476 1966 1476 1870 1889 1902 1658 1617 1391 1370 2138 2309 1905 2040 1462 1122 1566 1716 2360 2275 1126 2212 1657 1374 1837 2004 1742 1998 2138 1488 1376 1652 2211 1390 2146 2227 1972 2335 2396 1785 1031 1472 2487 2167 2144 1462 2067 2094 1706 2212 2083 2278 1895 1568 2465 2077 1370 1722 1882 1658 1556 2129 1478 1040 2136 1522 2382 1783 1724 2084 2230 2714 2409 1970 2035 1904 1540 1460 1623 1375 1971 1989 2118 1714 1828 1515 1553 2232 2013 1665 2214 1967 1563 1630 1218 2184 1623 1642 2569 1294 1445 2588 2329 1736 1759 2675 1909 1800 1790 2455 2223 2172 2315 2167 2661 1999 2743 1557 1120 1870 2014 2049 1742 2015 1212 2389 2677 2124 2674 1985 1892 1736 1399 1925 1651 2148 2496 1535 2342 1785 1869 1820 1827 2266 2655 1615 1654 1981 1392 1962 1471 1824 1802 1555 2061 1955 1951 2255 1793 2491 1388 2572 2813 1915 2070 2303 1904 2270 1807 1751 2832 2084 1967 1295 2182 1792 1724 1666 1463 1874 1477 1383 941 1132 2121 1664 2413 947 1301 2367 1578 1663 2156 2242 1832 1550 2072 1751 1942 1643 1811 1208 1127 1308 1114 1834 1904 1390 2077 2331 1946 2389 1385 1039 2588 1364 1573 1961 1746 2061 1371 1922 948 1748 1749 1956 1038 2035 2063 2153 2605 2312 1794 1879 1838 2444 1944 2253 2394 1887 2043 2327 1818 1884 1644 2867 1635 1374 2126 1910 1468 1999 1310 2381 1998 2972 2329 1376 1195 1044 947 948 2438 1133 1716 2161 1488 2151 1468 1726 2174 2512 1317 1999 1993 1042 2163 2514 1491 2286 1649 2511 2070 1996 2074 2064 1724 1473 1886 1784 2239 2823 1984 1998 2357 2059 1911 2430 2592 1306 1803 1384 1212 1297 1898 1309 1694 1835 1726 2058 1648 2071 2590 1039 1215 1207 1926 1667 1991 1474 1216 1743 1228 1482 2433 1844 1216 1230 2646 2241 956 2249 956 1670 2234 2067 2314 2380 2757 1567 1311 953 2144 2082 1930 1648 1913 1661 1532 1372 2286 2184 1397 1477 1931 1223 2159 1869 1741 1032 2237 1566 1921 1205 2155 2081 2506 1127 2499 1223 2407 1464 1654 1311 1844 2412 1033 1657 1920 2254 1886 954 2243 1309 2343 1997 1041 2610 1725 1900 1039 2416 1217 1041 1310 2518 2338 2772 2156 1401 2276 2715 2274 1848 1467 1916 1482 1200 1217 2076 1221 2237 1996 1552 2098 1821 1975 1223 2294 2060 2176 1126 1556 1832 1121 1127 2267 1744 1925 1318 2258 1230 1314 1652 1499 1122 1310 1820 1769 1409 2335 2099 1757 1396 1221 1900 2070 2321 2142 1872 2248 1881 1827 2346 1638 1212 2515 1845 1758 1989 2601 1119 1994 1219 2009 1652 2504 1399 2404 2340 1649 1122 1932 1945 2155 2081 2086 2266 1920 1656 1390 1391 1052 959 1911 1727 1131 2123 1564 2334 1287 1392 2324 953 1211 2334 2598 2326 2080 1651 1489 2545 1651 2339 1659 2247 1393 1312 1227 1850 1305 1892 2156 1901 2509 2105 1798 1139 1758 1218 1046 1935 1405 2203 1653 2148 1586 2127 1678 1997 1721 1744 1986 1678 1306 1806 1491 1331 1406 1220 1312 2000 2310 2347 1862 2622 1406 1997 1129 2385 1981 2337 1205 2637 1032 1656 1484 1042 1813 1309 1493 1891 2422 2177 2076 1836 1392 3056 1475 2423 1926 1839 1393 1888 2337 1035 2235 1467 2263 1884 1737 1976 1758 1665 1750 2070 1751 2775 1298 2072 2093 1300 1298 1853 1802 2214 1410 2162 2701 1797 1893 2076 1976 1920 2097 2461 1719 957 1048 2169 3022 1308 1387 1882 1042 2083 1486 1766 2420 1542 2590 1214 2261 2200 2686 1728 2068 1377 1917 2170 2422 1475 2007 1901 1641 2347 1551 2086 2322 1382 1997 1819 2343 2246 2146 1984 2165 2348 2244 1646 2083 1479 1133 1654 1139 2256 2020 1657 1726 1812 2971 1565 2125 2958 2093 2508 1549 1740 1221 1972 2361 1411 1816 2078 2345 2516 1388 1993 1671 2157 1213 1482 1126 1315 1807 2171 2005 1575 1036 1041 1769 953 2077 1288 1132 1900 2176 2022 1849 2424 1848 1599 2224 1501 1668 1677 2246 2688 1555 949 2320 1752 2164 2172 1311 2152 1903 1843 2431 1045 1894 2431 2001 2461 1887 2166 2349 1645 1561 1382 2030 2418 2417 1736 1997 1998 1966 1988 1463 1725 2158 2854 1821 2179 1660 1838 2000 2079 2105 1296 1553 2080 1664 1560 1551 1918 1470 1319 1223 1220 1852 2190 1488 1905 1143 2130 1665 2090 1562 2071 1646 1052 2779 1582 1052 1143 2774 1496 1861 1037 2508 1645 1905 1856 1315 1320 1918 1402 2246 2768 1318 1126 1137 1487 1124 2511 1765 1670 2337 1304 1317 1393 1482 1390 949 1133 1940 1125 2169 1132 1573 1653 1753 1320 1775 1769 1052 1410 1868 2156 1231 1998 2425 1907 1822 1580 2022 2303 1815 2592 2422 1224 2258 1048 1902 2083 2128 1920 2769 1992 2610 2060 2355 2143 2158 1998 1727 1869 1812 2461 1296 1385 1557 1203 2324 2243 2253 2079 2593 2076 2081 1821 1750 2600 2092 2694 2163 2422 1735 2432 2004 2456 1557 1744 1852 2171 2014 1745 2159 1562 1663 953 2581 1924 1726 1128 1826 2255 1299 1133 1048 2079 1495 1132 1222 1894 2167 2321 1745 1932 1120 1731 1711 1044 2638 1578 2165 2547 2159 2858 2077 2093 2241 1825 2342 1299 2256 1904 1863 1735 1733 1570 1640 1395 1821 1560 1752 2600 2174 2364 2718 1897 1132 2342 1728 1813 2073 1656 1575 1495 1039 1946 2955 2347 2007 2161 1489 1137 2643 1304 2071 2085 1980 1305 1659 1396 1907 1913 2164 1397 1750 1130 1577 1750 1679 2597 1878 1992 2431 2101 1677 2292 2152 1910 1568 2068 2521 2616 1474 2354 1724 1827 2342 2863 1986 2049 1389 1482 2363 1574 2508 2074 2287 1044 1290 1840 1126 1993 2269 1706 1132 1643 2096 2168 2503 2341 1621 2774 1463 1572 1212 1754 1639 2187 1664 1647 2232 2070 1303 1634 2129 1573 1759 1587 2438 1576 2873 1136 1225 2078 1971 1823 1714 1208 1901 2608 1216 2616 2004 2177 2262 2267 2174 1377 2030 1571 2167 2173 2167 2092 2254 1998 2139 1470 1638 1295 1475 1664 1656 1811 1665 1759 1896 1225 1998 1323 1834 1219 2768 2383 1922 1392 1310 1937 1317 1310 1130 1674 1296 1712 2869 2036 1500 2329 2238 1998 1577 2425 1052 1317 1225 1760 1850 1654 1768 2258 2348 1583 2246 1497 1377 1505 1901 1045 1318 1849 2212 966 1404 1550 1328 2431 1977 1223 2084 1321 1944 1299 1993 1892 1395 2062 1043 1578 2257 2176 2260 1576 2861 1847 1724 2055 2178 2355 2540 1905 2731 1491 2077 2479 2517 1566 2521 1898 1214 1131 2422 2424 1941 1139 1393 2043 1656 2107 1494 1742 2512 2244 2781 2528 1548 1914 2262 1906 1975 1628 1986 1407 2079 1299 1567 2335 2330 2162 2245 2346 2084 2263 1048 1718 1907 2342 1752 1814 1656 2157 1293 1894 1483 1052 2693 1396 1760 1124 2689 2430 1909 1990 2517 1555 1752 1314 2276 1910 1941 1373 2184 1744 1557 1127 2358 1569 1756 1997 2559 2077 954 1939 1485 2827 2602 2012 1824 2166 1830 955 1658 2255 1566 1127 1049 1680 1895 1735 1392 2027 2336 2392 2251 2113 1657 1135 1596 2058 1048 1388 1130 2426 1321 2456 1051 1222 1486 1581 1225 1412 2295 1665 1819 1910 1317 1413 1477 1916 1643 1220 1315 1843 2513 2181 2068 1747 1914 1056 2207 1228 1860 1765 961 2429 1591 1810 1311 2351 1400 1236 2178 1757 1944 2169 1672 2430 2874 1880 1123 1504 1048 2165 1321 1395 1217 1682 2074 3146 1762 1666 1713 1146 1047 2434 1821 2070 1312 1487 1412 2095 2164 1828 1686 1857 2216 1690 2612 1633 1104 1052 1224 1994 1992 2079 2019 2424 2520 2701 2846 2614 1310 1227 1572 1562 1757 1056 2152 1406 1907 1907 1412 1140 2071 1491 1994 1133 1150 2081 1414 1631 1326 2119 1682 2501 1602 1977 1728 1588 1141 2078 1684 1944 1415 1805 1817 1302 1912 1902 1296 2170 2390 1867 1725 1761 2240 1902 2256 1580 2618 1311 1644 1903 1545 2330 2081 2264 1918 1736 1894 1753 1547 2434 2076 1651 1395 1830 1753 1664 1958 2252 1053 1310 2167 1143 1987 1644 1728 2079 2335 1306 2106 1146 2192 1812 1502 961 2796 2260 1978 1404 1602 2161 1800 2054 1659 2199 2081 2779 2032 2242 1470 1800 1550 2083 2436 2355 1468 1129 1985 2463 1581 1985 1825 1394 1580 1054 2174 2412 1467 1807 2335 1651 2164 1823 2082 1289 1753 1573 1667 1573 2238 1813 2109 1989 2084 1219 2023 1405 1909 2565 1206 2079 2094 1743 1724 1666 1827 1975 1138 2940 1943 2008 2237 2109 1834 2439 1971 1641 2507 1905 1022 2428 1572 2776 2001 1844 1910 2021 2172 1556 2032 1134 2237 1475 2762 1653 2616 2007 1392 2433 1403 2537 1225 1396 1286 2397 1932 1213 1307 1419 1133 1728 2107 1473 2258 1498 2797 2822 2665 2171 1972 2497 2093 1908 2089 1926 2177 1479 1132 2250 1918 1726 1902 2597 2174 1839 1925 2689 1813 2540 1645 1577 1303 1572 2341 1291 1297 2521 2790 2200 2711 1651 1574 1326 1653 1308 1828 1589 1321 2269 1480 2150 2176 1495 2072 2105 2431 1120 1492 1042 1500 1219 1141 2097 2351 1816 1471 1828 1398 2008 1230 2259 2260 1638 1645 2516 1302 2343 2171 2183 2275 2184 2116 2532 1399 1298 1491 1995 1218 1557 2109 1887 1220 1041 1849 1643 1479 1324 1589 1476 1315 1857 2205 1225 2278 2709 1748 1045 1317 1321 2086 2093 1812 1219 1683 1317 1593 1400 2347 2292 1412 2165 1231 2264 2018 1227 1314 2192 1906 1598 1654 1125 1916 1319 2161 2791 2130 2436 2114 2605 2277 2435 1748 1655 1652 2464 1307 1049 1313 1904 2088 2164 1632 1905 1927 2106 1496 1127 1130 1310 2351 1220 2427 3058 1227 1911 2255 1292 1136 1127 1998 1999 1502 1864 1673 1807 2042 1900 2257 2349 1637 2200 1033 1640 955 1758 1124 1817 1582 1895 1203 1989 1494 2245 2265 2550 2096 2689 2089 2525 2432 1566 1564 1758 1294 2526 1901 1930 1222 1949 2439 1394 2064 1053 1228 1906 1581 1482 964 1130 2174 2337 1223 1751 2309 2093 1478 2010 1479 2447 2879 1392 2172 2290 1131 1792 1202 2158 2083 2059 2461 2092 1391 1744 1903 2519 1573 2007 1829 1301 1572 2601 1589 2017 2018 1914 2237 1740 1210 3051 2328 2001 2607 1807 1388 2090 2466 2347 1827 1822 2607 1300 1208 1648 2258 1987 1750 1483 2156 1634 1654 2120 2518 1927 1859 2724 1804 1481 1838 1122 1640 1652 2248 1964 1898 1207 2606 1837 1280 2683 2084 1130 2243 1563 1396 2268 2020 2203 2429 2295 1491 1899 2441 2785 2179 2136 1837 1996 1302 1402 1908 1845 1725 2180 2075 2325 2263 2269 1566 1913 1743 2794 1809 1641 2422 1372 1299 1553 1920 1392 2175 1475 2083 1130 1639 1651 1819 2364 2200 2456 2264 2329 1393 1396 1217 1491 1226 2154 1824 2084 1308 2522 2697 2827 2647 2265 1384 1909 1586 2587 2340 2004 2099 2453 2171 2105 1798 2328 1731 1836 2005 1746 1480 1219 1647 1671 2333 1046 2029 1314 1650 2072 1855 1470 1841 1311 1772 1503 2249 1407 1231 1557 1224 2131 1311 1318 1724 2616 2358 1631 2172 1908 1034 1321 2507 1628 2253 2616 2324 1791 2272 2439 3342 2068 1732 1829 2373 2254 2440 2099 2533 2297 2546 1388 1321 2175 1306 1139 1868 2072 1591 1142 1994 1845 1999 2339 2327 1566 1215 1220 1299 1314 1137 2155 2528 956 1883 2323 1388 1041 1822 1906 1048 1648 1751 1202 2007 1819 1042 1472 1309 1310 1710 1831 2148 1761 2032 1854 1820 2659 2428 1212 1318 1830 2443 1136 1143 2250 1217 1305 1374 1900 2177 2062 1680 2250 1484 1920 1649 1899 1566 1756 1565 2344 2524 1743 2437 1583 1126 2163 1577 2285 2603 2538 2355 2215 2194 2204 2432 1913 1640 1382 1856 2349 1557 1991 2007 1848 1762 1448 2087 2003 1940 1557 1940 1476 2088 1490 1314 2534 2621 2434 2360 2529 2553 1721 1532 2268 1982 1820 943 2001 1119 1456 2352 1661 2868 1642 1647 1728 2156 1547 2175 2020 2407 1555 1658 2599 1301 2242 1643 1843 2254 1314 1390 2526 1315 1816 1989 1905 2277 1572 1397 1649 1762 1044 1408 2254 1669 2715 1570 1994 2612 2887 1841 1654 1222 2542 1731 1127 1649 1578 2348 2090 1552 1399 2241 1307 2680 2270 1773 2166 2013 2616 2173 1118 1984 1494 1728 1033 1829 2345 1645 2092 1848 1310 1845 1491 1053 955 1829 2186 1290 2366 1739 2080 1850 1749 1734 1752 1955 2355 2350 2656 2343 1637 2158 1812 960 2250 1745 2460 1913 1568 2090 1987 1761 2093 1125 2268 1568 1043 1305 2277 1679 1140 2094 2089 2333 1911 1916 2428 2351 2170 1126 1477 2100 1392 1484 2087 1849 2174 2720 1918 948 2538 1909 2600 3257 1727 1817 2422 1134 1489 2345 2008 1664 1132 1981 2307 1492 2006 1312 1576 2244 2432 2211 2436 2081 1938 2629 2176 1754 1317 2244 2073 1307 1404 1043 1223 2428 1041 2341 1131 1217 2239 2162 2268 1912 2170 1473 1571 1913 2263 2244 1302 2081 1995 1927 2082 1831 2269 1953 2180 2700 1403 2617 1920 1227 1843 1497 1648 1736 2361 1292 1493 1572 2266 1665 2349 2181 1577 1582 2256 1406 1897 2175 1975 1837 2695 1989 1680 2425 1564 1297 1729 1720 2437 2339 1908 1754 1389 1858 2265 1411 2277 2183 1761 1810 1917 1904 2107 1402 2109 1666 1470 1832 2485 1738 1412 1498 1818 2340 2521 2355 1388 1627 2340 966 2348 2801 2356 2644 953 1746 1924 1571 1737 2374 1978 1391 2091 2255 2441 1483 2802 1799 2106 1939 1398 1234 1134 2178 2341 1732 1724 959 1040 1196 2179 2552 2456 2579 2710 2447 2020 2171 1114 2299 1919 1590 1915 1216 2802 2352 1479 1933 1214 1317 2079 2603 2885 2348 2374 1491 1649 1649 1407 957 1825 1038 1313 1140 1506 1331 1934 2151 968 1920 1423 1734 2451 1752 1735 1313 1133 1928 1671 2091 1902 1810 2336 1127 1984 1310 1460 1824 1747 2352 1727 1663 1307 1309 2350 1579 1479 2087 1996 1808 1137 2000 1984 2113 2259 2241 2169 2338 1479 1571 1566 1567 2612 2182 2087 1824 1643 2553 1391 949 1674 2264 1492 1807 2164 2004 1753 2733 2177 2267 1485 2701 1996 1911 1821 2972 2269 2618 1641 1481 1468 1761 2184 1920 1943 1894 2359 1303 1904 1481 1039 2349 1847 2107 1760 1582 938 1862 1408 2529 1134 2162 2258 2454 2016 2121 1218 2000 2405 1060 1477 2168 2436 1563 1731 2173 2539 1897 2614 1913 2073 2109 2021 1925 1938 1922 2345 1585 1832 2736 1667 1469 1914 1743 1127 1731 1315 2077 1406 1390 2073 2123 1846 2627 2428 2186 1411 2182 1588 1908 1140 1398 1718 1823 1219 1402 1587 1300 1744 1117 1126 2167 1579 1312 1856 2882 2524 2771 1489 1940 1406 1909 2524 1646 1728 2169 1314 2356 1406 1398 1221 2699 2180 1397 1774 1555 1672 1216 1499 1226 1999 1403 2169 1911 2164 1404 1909 2176 1222 2345 1842 2878 2520 2247 1838 1938 1232 1735 2442 1190 1576 1674 1588 2548 2877 2432 1490 1980 2349 1651 1842 2097 1127 1493 1794 1648 2068 1581 1662 1898 2250 1916 2600 2641 2096 2290 1402 1396 1499 1314 1414 1401 1043 1638 1775 1948 1767 1420 1652 2030 1731 2681 2455 2002 1484 1843 1493 1675 1827 953 1232 1919 1410 2507 2171 2538 1565 1995 1755 2070 2285 1662 2345 2369 1920 2275 1912 2717 1620 2614 1825 2187 1939 2160 1845 1493 1947 2256 1825 1497 1409 959 1583 2029 961 963 2265 2373 1674 1384 1228 2620 1722 2520 1410 2240 2085 1587 1653 1912 1459 1130 2456 2084 1232 2149 1657 1395 1470 1751 1652 2628 2258 2186 2022 1315 2091 1383 2111 2465 2964 1225 1745 1904 1219 1834 1987 1127 2458 1758 1477 1981 2012 1567 2001 1040 1846 2256 2519 2385 2193 2539 1285 2215 2004 2083 2521 1307 2274 1911 1413 2089 2177 1031 2537 2274 2343 2021 2016 2289 1936 1391 1039 2419 1479 2270 1769 2801 2250 1222 1744 2083 2330 2010 2524 2170 2180 1922 1138 2181 2255 2010 1923 1827 1039 2257 1117 1662 1044 1452 2004 1390 1478 2364 1819 1142 2178 1557 2154 1667 2556 1842 1299 2120 1861 2525 1916 1567 1391 1833 2351 2018 1124 1130 1308 1127 1036 2004 2450 1135 1823 2431 2100 1823 2177 1549 1743 1297 2262 2004 2264 1915 1745 1491 2251 1920 1836 2474 1831 1814 1820 1731 2196 2145 2332 3070 2197 3069 2263 1835 2201 1376 1474 2265 2182 2089 1300 2215 1477 2287 1914 2084 2002 2260 1390 1829 1930 2262 1659 1217 2699 1402 1485 2288 1225 1039 2282 1386 1490 2268 1209 1225 2458 1908 1996 1484 1306 1915 954 1469 2914 1491 1389 1633 1578 1817 1474 2104 2433 1399 2366 1486 2017 2409 1225 1379 2517 1827 2003 1207 1551 1220 1034 2449 2094 1636 1390 2080 1662 1743 1930 1570 1747 1641 1042 2193 2265 1309 1629 2002 1644 1036 1307 2075 1035 1387 1127 2366 1940 2088 1829 2163 2264 2448 1815 1655 1917 1388 1562 1667 2101 2094 1836 1646 1651 1217 2951 1560 2261 2008 1925 2019 1824 1663 1836 2444 1996 1807 1202 2273 1564 1982 2246 2005 2265 2539 1913 1963 1998 1912 1729 1642 1814 2271 1648 2092 2177 2005 1746 1645 1708 1299 2163 1042 2523 2349 1565 1311 1210 1989 2642 2260 1897 2798 1724 1298 1361 1207 2261 1031 1816 1465 1561 2895 2169 1301 1567 1931 1303 2154 2096 1398 1124 1127 1048 2175 2290 2253 1116 2091 1814 2187 1830 1650 2181 1741 1309 2616 1996 1830 946 1645 1479 1826 1218 2003 1747 1118 1310 1979 2104 1218 947 1831 1468 2190 1378 1481 2086 2001 2430 2545 1293 1823 2280 2369 2611 2075 2164 2176 1135 1723 1828 1649 2104 2005 2171 1648 1973 1457 1549 1294 1129 1128 1666 1818 2023 1752 2850 2005 2803 1540 2325 1872 1288 1386 1736 2345 1398 1732 1372 2272 1916 1380 1125 1561 1036 1578 2910 1123 2372 2351 2358 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2203 2229 1573 1572 1595 1954 1409 1664 1409 2844 1946 954 2736 2400 2848 2368 2005 2656 3061 2544 2870 2286 2801 2905 1956 2135 1835 2382 1682 2693 1917 2720 1771 1522 2125 2013 1675 1688 1517 2109 1769 2092 2870 2198 1837 1956 2338 1762 2284 1411 1680 1497 1608 2032 2050 2231 1759 1778 1321 1327 2271 2151 2502 2040 1663 2487 2402 1935 1867 1681 1326 1843 1486 1644 2471 1784 1940 2431 1643 2322 1658 2314 1741 1662 2123 1953 1686 1859 1233 1331 1059 1157 2559 2321 2299 2738 2199 2190 1490 1491 2489 1847 2389 1750 2830 1844 2584 2306 1851 1851 1671 1852 1485 1502 2291 1867 1853 1481 2027 2122 2213 2015 1769 1403 1051 2875 2511 2642 1851 1416 1322 1834 1925 1959 2114 2635 1850 3016 2207 1217 1130 2193 2189 1317 1670 2266 1766 1571 2560 2321 1593 2778 2006 1573 1582 1138 1836 2109 1834 1936 1306 1662 1737 2458 2113 2605 1926 2643 1659 1230 1852 2492 1751 1127 1855 1945 1597 2038 2454 3096 2592 2200 1680 2645 2544 2313 2198 1582 1491 1402 1309 2460 1853 1410 1663 1223 2108 2300 2031 1687 1314 2862 1952 2590 2774 2108 2057 1836 1668 2917 2040 1757 1754 2232 2497 1212 1040 2206 2666 1690 1860 2386 2671 2519 2217 2673 1765 2137 2377 2553 1836 2200 1672 2197 2490 1833 2632 1957 2567 1937 1475 2129 1419 2553 1135 2417 2275 2047 2651 2380 1057 2123 1963 1325 2045 2207 1151 2185 1234 1309 1777 1686 2390 2053 1969 1322 1400 956 1226 1599 1592 1482 2223 2195 1403 1309 2112 2281 2668 1680 1951 1679 1670 1142 1135 1857 2690 1225 1873 1050 1310 2606 1854 2147 2306 1984 1400 1229 1686 1328 2234 1416 1685 2572 2208 2652 1960 1773 2263 1873 2649 1852 1770 1593 1411 1673 1136 1044 1977 2136 2052 1136 2000 1789 1864 1140 2045 1227 1955 1673 1241 1237 1130 1393 1402 2223 1676 1944 2745 2031 1823 1850 1783 1753 2142 1493 2003 1760 2398 1210 1479 2835 2723 1678 1489 1756 1505 1323 1783 1233 1604 1825 1950 1324 1142 1423 1506 2205 1411 1310 1850 1778 2411 2106 1911 1769 2113 2123 1670 1052 1490 2464 1677 1593 1957 1858 2045 2306 2230 1859 1415 2149 2556 2774 1873 2216 2422 1861 2198 2030 1595 2298 2933 1563 1313 1302 1407 1919 1954 2143 1604 1593 1676 1305 1559 1676 1840 1863 2770 2396 2216 2459 2676 1940 1876 1946 2221 1772 1765 1410 1768 1593 1769 1581 2475 1855 1689 1762 1579 2373 2354 2150 2161 2061 1594 2404 1604 1860 1680 1852 2141 1786 2127 2048 2394 1610 1874 2746 2386 2120 2129 2823 2313 1582 2183 1946 2375 2200 1939 1225 1681 2373 2479 1764 2581 1571 1491 1580 1959 2200 2041 2232 1691 1405 1317 1199 1990 2604 2125 1638 1138 2305 2456 2627 2500 1679 2364 1778 2401 1748 1669 1968 1128 1866 1758 2322 1589 2403 1752 2202 1830 1780 2028 2016 2209 1393 2139 1761 1414 1325 2027 2021 2253 1674 1938 1702 2198 2199 2410 1842 1573 1664 1218 2309 2285 2063 2854 1751 1757 1959 2656 1419 2232 2309 1225 1963 1685 1954 1580 1868 1600 2312 1147 1142 1425 2403 2100 1231 1861 1615 1682 2121 1407 1682 2030 1672 1508 1869 1875 1572 1764 1579 1694 1157 1492 1053 964 2578 1495 1849 1954 1417 1315 1135 1599 2300 1597 2320 2601 1596 1770 2272 2056 2237 2055 1232 2589 2037 1940 2370 1499 2657 1681 2312 2106 2826 2514 1216 1963 1147 1692 2227 1961 956 1336 2139 2106 2299 1884 1498 1773 1416 1153 2155 2041 2487 2497 2805 2222 2141 2061 1939 1677 2765 1506 1134 1773 1871 3077 2315 2656 2290 1484 2049 1826 1943 2469 2114 2666 1314 1402 2272 2551 2469 2035 2560 2674 2031 2012 1783 2091 1945 2801 1866 2086 2678 2113 2223 1227 1681 1068 1657 2375 1754 2220 1942 1678 2516 2565 2054 2027 1489 1951 2408 2739 1934 2149 2066 2229 2020 1850 1869 1764 1594 2315 1664 1556 1947 2660 1769 2584 2756 1774 2309 1684 2214 1681 2236 2401 2355 1861 2401 1037 2303 1687 2133 2822 2466 2428 1932 1668 2380 2140 1474 2228 2043 1344 1784 2424 1314 1968 1972 1495 1305 2237 2588 2581 1770 1780 2230 1765 2226 2488 1852 2341 2220 2012 2222 1779 2721 1772 1666 1038 1039 2521 1323 1597 2738 1313 950 1672 2331 2091 1856 1494 1228 2315 1766 1336 2227 2289 2566 2600 1872 1320 2306 1237 2299 2423 1592 949 2509 1402 1761 1751 2058 1687 1778 1321 1593 1935 1770 2296 2148 2053 1695 2028 1827 1574 1839 2363 2339 1743 2055 1848 1592 2308 2232 1868 2143 1952 1418 2145 2297 1833 1664 1394 2152 2276 2481 2315 1948 2210 1660 1672 1323 1866 1671 1774 1761 1665 1690 2695 2420 1683 1577 2301 1131 1958 1233 2048 2683 1587 1233 2040 2161 1207 1771 2417 1119 1505 1053 1244 2413 1386 1506 1763 2150 2493 1334 2674 2063 2300 2497 2099 2241 1823 1883 1918 1565 1494 1591 1493 1978 2494 2000 1693 1837 2206 3047 2560 1767 2117 1495 2023 2423 2138 2325 2656 1928 1656 2308 1940 1852 1406 2320 1592 1766 2310 1598 1880 1414 1322 2424 2585 2589 1864 2057 1672 2252 2379 1610 2498 1107 2217 2219 1958 2274 2516 3089 1990 1494 1859 1310 2323 1318 1323 1482 2393 2882 1491 2672 2230 2113 1873 2137 1939 1777 1971 2118 1577 2496 2032 2783 1767 1673 1311 1860 2390 1425 2308 2290 2047 1497 2122 1589 2219 1060 2683 1770 2139 2130 1055 2324 1591 2310 2206 1674 1852 971 1667 2584 1493 1508 1963 1486 1307 1523 1954 1677 1408 1678 1575 1846 1324 1319 2041 2487 2745 2192 2679 2411 1220 2048 1474 1046 2320 1500 2228 1775 2260 1321 1413 1947 1513 1779 2385 1519 1417 1258 1239 2495 1969 1579 1597 1493 2315 1486 1664 1411 2591 1419 1767 2236 2099 2223 1324 1774 2502 1858 2124 1495 1585 2119 1766 1853 1147 2419 1228 2245 2512 1787 2747 1687 1681 2332 1695 1870 1844 2139 1695 2145 2148 1588 2329 2789 1965 1404 1322 2165 2681 1857 1777 1860 2127 1317 1329 944 1417 1335 1046 1231 2061 2049 2344 2040 1785 2050 1956 1674 2033 1337 2315 2121 2249 1774 2051 1776 1693 1777 2052 1505 2487 2132 2038 1691 1682 1405 2245 1916 1325 2060 1694 2121 1963 2667 2609 1855 1861 1852 2062 1870 1868 1594 2225 1781 1149 2112 1316 1520 2382 2223 1513 2493 1954 1757 1667 1677 1414 1685 2396 1232 2407 1872 2201 1872 1233 2690 2607 2029 1962 2298 2666 2486 1945 1681 2027 2044 2216 1058 2061 1427 2214 2855 2305 1581 1688 1046 1419 2051 2614 1239 2153 2506 2428 1601 1950 1596 2582 1672 1425 1233 2745 3020 2020 2302 2211 1148 3187 1235 2217 1954 2372 2756 2141 1910 1792 2037 2133 2399 2394 1140 1769 2490 2413 2234 3077 1852 1051 2113 2390 1953 2316 1689 1425 2147 1851 2199 2138 2415 2329 1151 1044 1830 2418 1146 1240 2559 2127 2133 2515 1313 1495 2206 1680 1375 2406 1935 1856 1778 1568 1638 2144 1937 1875 2089 1953 1921 1668 1139 1316 2505 1672 3115 2118 1414 2035 2394 2128 1840 1380 1877 1388 1953 1931 1497 1505 1687 1856 1411 2278 1932 1861 1847 2493 2519 2599 1865 1877 2513 1324 2601 1950 2039 1310 1590 1693 2149 2044 1515 1501 2153 1862 1052 1752 1505 1325 2052 1680 1225 2233 2131 2470 2326 1766 1775 1946 2043 1684 1852 1700 2598 2745 2488 2218 2236 2763 1041 1676 2136 1585 1504 1683 1863 1944 2115 2514 2028 2401 1393 1857 2600 2126 1305 1515 1050 1686 2239 1594 1415 1331 1879 1412 1039 2288 2224 1334 1422 1954 1147 1868 1396 2758 2594 2137 2597 2657 1847 2504 2942 2459 1233 1843 1876 1317 1690 1780 2021 2491 1774 2151 2306 2019 1770 2213 2294 1511 2150 2225 1593 2153 1773 1874 2451 1941 2664 1695 1788 1589 1124 2146 2391 2055 1591 2132 2007 2682 1404 1680 1230 1330 2212 1679 1338 1877 2155 1234 2145 1762 1865 2156 2147 1970 1687 2840 1950 1326 1865 1762 1230 2126 2144 2273 2802 2521 1473 1857 1419 1783 1514 1597 1051 2044 2029 2606 1681 2230 2323 963 2417 3111 2371 1877 2040 2319 2002 2329 1572 2713 2479 2397 2289 2602 2686 2259 2211 2041 2758 2613 1568 1711 1505 1690 1866 1578 1119 1884 1578 2146 2032 1597 1782 2863 2119 2518 2666 2230 1966 1881 1964 2383 1040 1497 1060 2226 1869 2296 1687 1422 2398 2238 1835 2151 2146 1239 2805 2324 2582 1968 2164 1327 1952 2576 1943 2316 2053 2737 2026 1402 2024 1593 1498 2125 2206 1514 1745 2944 2026 1471 1674 2032 1053 1853 1583 2040 2478 2404 2151 1414 1503 2325 1144 1537 1406 1672 2143 2476 1218 1501 2398 2150 1410 1587 2212 1308 2388 2142 1698 1501 1765 1143 1149 2307 1591 1332 1423 2320 1695 2396 2050 1306 2416 2605 2227 2382 2142 1953 2157 1675 2114 2123 1604 1607 1144 1136 1774 1777 2584 1411 2539 1320 1678 1330 2125 1227 1051 2493 1504 1414 2685 1598 2508 1976 1845 1502 1955 1324 1973 2324 1781 2043 2050 1875 1950 2229 2308 1968 1610 2141 1046 1882 1861 2307 2213 1417 1312 2428 1675 1316 1493 1137 2763 1686 1606 2133 2059 1334 1215 2231 1328 2500 1879 2689 2033 2142 2606 1953 2042 2009 1514 1777 1684 1954 1675 1594 1592 1866 1679 1687 1761 1326 1681 1689 2243 1935 1871 2160 1608 2877 1858 1862 2299 1671 1418 1141 2953 2048 1336 2415 2039 1785 1869 1937 2876 2047 1865 2549 1407 1483 1682 1406 1962 1696 2024 1759 1782 2039 2433 2235 2216 2228 1961 2402 2018 1604 1685 3059 2606 2123 1682 2139 3148 1960 2228 2160 1323 2678 1859 1228 2495 2243 1324 2201 1857 2414 2202 2659 2639 2299 1582 2042 2318 1860 1598 2765 1775 2687 1504 1504 1684 2134 1231 2696 1764 2149 1858 2404 1598 2502 1965 2033 2599 2126 2676 2058 2208 2118 2326 2380 2322 1511 1843 2649 2409 2171 2023 2469 1550 2000 1843 1218 2679 1789 1966 1592 2147 1944 1848 2110 2580 1316 1756 2125 2309 1507 1973 2776 1972 2491 1149 2158 1859 2746 2399 2335 2876 2777 2063 2770 2028 1937 2110 1313 1763 1405 2581 1685 1688 2385 2414 1499 2078 1493 1673 2836 2109 1669 1587 1331 2232 1668 2236 2396 2704 2523 1952 2301 2146 2219 2302 2145 2519 2301 2600 1777 1602 2237 1326 2406 1766 1605 2131 1682 1595 1682 2329 1858 1582 2513 1401 2300 1417 2199 1591 1784 1231 2050 1782 1752 1769 2133 2689 2228 1415 2056 1768 2310 2506 1949 1404 1240 2047 1692 1429 2044 1502 1237 1432 2306 1233 2233 1379 1403 1151 1784 2142 2404 1410 1777 1848 1692 2048 1507 2245 1946 1328 1321 2699 2409 2280 1581 2405 2197 2508 2041 2141 1949 1942 1435 1239 2214 2134 2411 2215 2509 2424 2320 2501 2319 1749 1598 1228 2592 2662 2413 2235 1592 2049 1397 1779 2138 1500 1493 2472 2795 2029 2135 2932 1670 1699 2223 1661 2496 1931 1409 2325 1870 1833 2045 1585 2043 2038 1779 2044 1511 2141 1244 1236 2053 2021 1685 1839 2822 1786 2808 1399 1754 1763 2243 1505 1784 1776 1862 2161 2469 2047 2223 2036 2330 1491 1592 1400 1970 1952 1684 1317 1680 2243 1949 2152 2021 2223 1866 1860 2756 2043 1949 1586 955 1593 1129 2040 1976 2861 1958 1600 1871 1698 2195 1769 1969 1412 1235 1591 1774 1419 1884 1691 1242 1424 1335 1518 2241 1971 1969 1686 1503 2043 2400 2412 1773 1954 2207 1964 2878 2334 1407 1963 1937 1560 2185 1971 1775 1509 2400 2684 2124 2489 2414 1942 1762 1236 1141 1684 1967 1504 2129 1965 2154 1872 2316 2480 1963 2253 1601 1569 3019 2302 2516 2107 1419 2160 2383 1950 1321 2887 1415 1930 2039 1599 1403 1323 1242 1503 1953 1344 1684 2865 2336 2057 1691 2323 1691 2217 1874 1687 1869 2062 2406 1048 2141 958 1959 2418 1944 1387 2132 2319 1801 2226 2691 1419 1230 2382 1597 2139 1668 1689 1878 1781 1774 2501 2157 2504 1417 1323 2879 1138 2022 1674 1411 2062 2145 2695 2200 1776 2163 2333 2693 2326 2055 2223 3190 2110 1782 2472 1576 1508 2219 2215 1959 2064 2517 1399 1597 2313 1773 2687 2323 2698 2048 1775 2398 1939 2039 1524 2322 3024 1876 1776 1679 1879 1235 1679 1416 1867 1871 1324 1516 1430 1688 2202 2763 1331 1865 2398 2665 1150 2065 1864 1688 2058 2437 2042 1504 2683 2325 1504 1688 2124 1397 1231 2870 2314 2472 1859 2623 2302 2223 2487 2604 1598 1966 1692 2405 2497 1778 2329 1684 1954 1504 1330 2436 2536 2040 2588 1595 1764 1138 2214 1850 2121 2062 2401 2137 2385 1234 2154 2490 2214 2317 2571 2136 964 2590 1234 2594 1961 1922 1584 1057 1696 2414 2851 1582 2548 2436 1417 2847 2141 2142 2743 2063 2707 2232 1859 2594 2420 2586 1234 2148 2664 1780 1694 2390 2611 3078 2514 2391 1696 2964 2597 1680 2612 1982 2497 1690 1858 2504 3238 2481 1780 1675 2610 1326 1228 1791 1406 1687 1584 1968 2565 1604 2129 1322 2955 1972 2220 2581 2303 2596 1327 1491 1936 2610 1783 1774 2413 2425 1421 1324 2049 1511 1895 1527 2684 2780 1943 2420 1783 1140 2313 1963 1140 1503 1782 1868 2054 2586 2285 1658 2787 1522 1778 1864 1689 1783 1859 1790 2128 2879 2347 1769 1315 2310 1693 2875 1414 1774 2163 1596 1873 1968 2508 1598 1474 1686 1330 1951 3059 2022 2532 1061 3169 1123 1510 2706 2033 1150 2405 2525 2491 2041 2229 1751 2471 1782 2218 2052 2052 2817 2344 2130 1766 1935 2211 1870 2332 2243 2219 2256 2477 2490 1939 2396 949 1861 2676 2140 2875 1673 1591 1677 2120 1585 1686 1517

Tree=0
num_leaves=29
num_cat=0
split_feature=4 12 12 123 48 12 12 51 4 4 15 4 4 4 4 124 15 12 43 12 4 133 15 15 133 4 15 12
split_gain=101928 35096.6 8892.56 5523.64 3919.76 3890.75 2927.98 2354.22 1822.03 1821.44 1560.88 824.64 626.956 625.043 446.709 360.708 347.784 282.409 246.844 231.713 222.006 164.191 127.497 85.3809 74.8526 62.3145 16.3799 12.7811
threshold=0.30163500000000004 0.054520000000000006 0.13332500000000003 0.081180000000000016 0.086870000000000017 0.09141500000000001 -0.036614999999999988 0.092235000000000011 -0.15450999999999995 -0.064534999999999995 -0.037184999999999996 -0.0057949999999999989 0.043850000000000007 -0.1075 0.043850000000000007 -0.058514999999999991 -0.42443999999999993 0.10134500000000002 -0.06656999999999999 0.086315000000000017 -0.071794999999999984 -1.0000000180025095e-35 0.091230000000000019 0.076335000000000014 -1.0000000180025095e-35 -0.0047649999999999993 0.098605000000000012 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 8 13 15 -6 -1 22 -10 -5 18 -3 19 -2 -8 -14 27 25 -21 -20 23 -7 -24 -15 -26 -11
right_child=6 2 -4 11 7 9 16 -9 10 12 -12 -13 17 14 -16 -17 -18 -19 21 20 -22 -23 24 -25 26 -27 -28 -29
leaf_value=1.1278637132443756 1.0021356448777037 1.15542158697436 1.066678695334951 1.0359383447285673 1.0879156724163528 1.1324519279776861 1.0369124277813162 1.0409320020127031 1.1112454818220447 1.1283556741393861 1.0787887576055935 1.0633424966925276 1.1140113019569313 1.1419641898540689 1.12657596915429 0.98431250779610679 1.0202563870517756 1.0993691999499309 1.1221095964787897 1.1405309595416409 1.1330633226310491 1.1098353800801966 1.1350674319755043 1.1405989968484929 1.1295924525533887 1.1476875664175723 1.1258202736854939 1.1250221004798511
leaf_weight=57 57 63 54 59 59 63 60 52 73 53 81 55 81 304 71 61 71 59 57 242 180 56 56 71 69 59 53 69
leaf_count=57 57 63 54 59 59 63 60 52 73 53 81 55 81 304 71 61 71 59 57 242 180 56 56 71 69 59 53 69
internal_value=1.1091 1.12026 1.13093 1.07961 1.09039 1.13309 1.01132 1.0659 1.10328 1.12393 1.09417 1.04916 1.11637 1.13994 1.13881 0.992922 1.02788 1.10784 1.12145 1.13991 1.13735 1.11603 1.13302 1.13677 1.13019 1.14289 1.12795 1.12647
internal_weight=0 2096 1660 436 322 1606 249 111 211 687 154 114 375 919 856 118 131 140 235 785 422 113 312 134 178 363 122 122
internal_count=2345 2096 1660 436 322 1606 249 111 211 687 154 114 375 919 856 118 131 140 235 785 422 113 312 134 178 363 122 122
is_linear=0
shrinkage=0.0302493


Tree=1
num_leaves=18
num_cat=0
split_feature=4 13 123 42 4 13 15 0 0 0 158 0 13 42 15 0 0
split_gain=70508.2 19791.6 14591.1 4134.01 3896.41 1923.04 1458.9 2151.91 1318.68 1228.35 1210.64 1086.99 733.879 641.198 595.115 392.53 159.302
threshold=0.30163500000000004 -0.23438999999999996 0.080635000000000012 0.13495000000000004 0.0082450000000000006 -0.0074049999999999993 0.029300000000000003 -0.11073999999999999 -0.10490499999999998 -0.079249999999999987 1.0000000180025095e-35 -0.076539999999999983 -1.0000000180025095e-35 0.081685000000000021 0.091305000000000011 -0.07081999999999998 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 13 7 -3 -8 -9 12 -4 16 -2 -10 -7 -6
right_child=5 2 11 -5 10 15 8 9 14 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.068883140962360839 -0.10556612090673054 -0.011867621295923858 -0.028971197687879677 -0.028991667788966589 0.0065749425019590588 -0.054717225982210217 0.049627183384161395 0.023731833704277006 0.026919020138983986 0.009503808641599297 0.017605226410007745 -0.061412036380692196 -0.014617177052182885 -0.083885020084783296 0.017700195873988141 -0.074306938619818352 -0.0043335040114405648
leaf_weight=80 60 69 52 52 101 53 52 379 452 264 88 54 103 84 298 52 52
leaf_count=80 60 69 52 52 101 53 52 379 452 264 88 54 103 84 298 52 52
internal_value=0 0.00923119 0.012331 0.0155404 0.0167867 -0.0809014 0.0202823 0.0150063 0.0249661 0.0178902 0.00140222 -0.0454982 -0.00416735 -0.0929192 0.0232561 -0.0644193 0.00286714
internal_weight=0 2096 2016 1910 1858 249 1514 712 802 643 344 106 256 144 750 105 153
internal_count=2345 2096 2016 1910 1858 249 1514 712 802 643 344 106 256 144 750 105 153
is_linear=0
shrinkage=0.00506391


Tree=2
num_leaves=26
num_cat=0
split_feature=4 12 150 12 12 12 4 12 11 4 52 49 11 4 15 15 4 12 16 12 4 150 12 16 15
split_gain=48773.6 18274.7 5429.33 4692.64 2624.44 1947.96 1698.35 1603.74 1385.71 1002.37 878.354 720.668 617.977 349.746 255.987 247.244 213.888 173.022 168.27 139.948 134.737 90.2021 80.7041 31.8329 8.95346
threshold=0.30163500000000004 0.054520000000000006 0.087865000000000013 0.13332500000000003 -0.029844999999999997 0.09141500000000001 -0.0030749999999999996 -0.036614999999999988 1.0000000180025095e-35 -0.066894999999999982 -0.090234999999999996 0.0033550000000000003 1.0000000180025095e-35 0.043850000000000007 -0.42443999999999993 -0.45726999999999995 0.052250000000000012 0.097060000000000021 -0.073494999999999991 0.094600000000000004 -0.029369999999999997 0.083205000000000015 0.088125000000000023 0.0031900000000000006 0.090545000000000014
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=1 2 4 5 6 8 -1 15 16 12 -6 -12 18 19 -9 -2 21 -15 24 -11 -21 22 -3 -20 -7
right_child=7 3 -4 -5 10 9 -8 14 -10 13 11 -13 -14 17 -16 -17 -18 -19 23 20 -22 -23 -24 -25 -26
leaf_value=-0.049879897716428791 -0.082829738639368114 0.025012052102834189 -0.064731328804537414 -0.034651972694477888 0.016733942365016082 0.021469666686121193 -0.011811564279439147 -0.052811346225488789 0.048537741791390657 0.015396574741995912 0.001516605894526613 -0.024702250216012897 0.037082864455059088 0.0057642447226392782 -0.068653721771168047 -0.099296685486568004 0.012477847859248097 -0.0069143125892682572 0.01339709168405083 0.0011619667123295187 0.011559051154577525 0.017530053089297268 0.020871391663256932 0.0072639665109425402 0.018560095456116952
leaf_weight=80 66 482 84 54 62 58 70 60 69 88 85 55 52 60 71 52 66 80 55 77 82 84 218 53 82
leaf_count=80 66 482 84 54 62 58 70 60 69 88 85 55 52 60 71 52 66 80 55 77 82 84 218 53 82
internal_value=0 0.00855709 -0.0239608 0.017098 -0.0142313 0.018838 -0.0321151 -0.0749938 0.0242124 0.0116487 -0.000950928 -0.00878323 0.0193918 0.0056461 -0.0613981 -0.0900869 0.0222377 -0.00148021 0.0156822 0.00968556 0.00652436 0.0230592 0.0237226 0.0103879 0.0197659
internal_weight=0 2096 436 1660 352 1606 150 249 919 687 202 140 300 387 131 118 850 140 248 247 159 784 700 108 140
internal_count=2345 2096 436 1660 352 1606 150 249 919 687 202 140 300 387 131 118 850 140 248 247 159 784 700 108 140
is_linear=0
shrinkage=0.00564395


Tree=3
num_leaves=31
num_cat=0
split_feature=1 1 12 2 2 1 12 12 12 1 1 2 2 52 52 52 52 12 1 12 2 12 2 12 50 52 484 403 2 52
split_gain=54506.2 9229.8 5666.46 3332.48 2900.75 1632.12 1364.12 997.409 856.562 811.423 1038.57 597.332 386.945 306.594 302.101 220.231 299.663 74.5311 69.7623 47.8836 44.0424 28.8623 30.0474 24.8721 24.0805 23.8915 18.7303 13.8763 9.72982 2.16626
threshold=0.10491000000000002 0.12419000000000001 0.087245000000000003 0.15518000000000001 0.099325000000000011 0.089875000000000024 0.087045000000000025 -0.029844999999999997 -0.016554999999999997 1.0000000180025095e-35 0.083555000000000018 0.12358500000000001 0.091205000000000008 -0.023474999999999996 -0.069694999999999993 -0.5288449999999999 0.044705000000000002 0.094955000000000025 0.08617000000000001 0.08597500000000001 0.085465000000000013 0.088055000000000008 0.095935000000000006 0.087675000000000017 0.089465000000000017 -0.043914999999999989 0.085775000000000004 0.0054350000000000006 0.087210000000000024 0.033770000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 8 5 9 -7 -6 -3 12 -11 15 19 -2 -4 -9 25 -18 -12 26 -21 -14 29 -20 -8 -17 28 -22 -1 -23
right_child=1 3 14 -5 7 6 24 11 -10 10 18 -13 21 -15 -16 16 17 -19 23 20 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014434239693022899 -0.038392467322561068 -0.051007421411326609 0.0064316180347393529 -0.076385040910378801 -0.014828446461412594 -0.010640040632854475 0.0071399332232702012 0.011579012722829638 -0.034433676897269991 0.030531753877222425 0.017871027827815123 -0.0089036251831680503 0.010378935830529307 -0.028503623755130873 -0.0054651513024287423 0.00036068144051005 0.010442119578518698 0.0045425096407937671 0.011216606465025099 0.014994584772359557 0.011272542115095822 0.0077493480568685156 0.0051311540252451616 0.014514843008075696 0.0097594086557041583 -0.0031443479416575939 0.012574082389782146 0.013139787527776713 0.016229045683830965 0.0086969153600789176
leaf_weight=206 86 92 52 55 52 70 100 52 79 78 55 52 52 85 66 54 53 65 62 71 215 63 61 63 92 52 65 73 52 72
leaf_count=206 86 92 52 55 52 70 100 52 79 78 55 52 52 85 66 54 53 65 62 71 215 63 61 63 92 52 65 73 52 72
internal_value=0 -0.0337186 -0.0198992 -0.0513903 0.00926983 0.011649 0.00330937 0.000191334 -0.0433508 0.0134882 0.0192805 0.00257264 0.0118812 -0.0334772 -0.000222173 0.00473498 0.00314601 0.00719267 0.0144047 0.0133171 0.0123886 0.0079323 0.00728299 0.0128792 0.0083953 -0.0013584 0.0143491 0.011746 0.0147961 0.00825501
internal_weight=0 515 289 226 1830 1450 262 380 171 1188 258 328 930 171 118 276 224 118 180 682 359 248 196 125 192 106 323 288 258 135
internal_count=2345 515 289 226 1830 1450 262 380 171 1188 258 328 930 171 118 276 224 118 180 682 359 248 196 125 192 106 323 288 258 135
is_linear=0
shrinkage=0.00369136


Tree=4
num_leaves=25
num_cat=0
split_feature=4 2 12 13 2 2 2 2 11 12 2 43 157 4 2 157 15 43 2 4 12 12 13 4
split_gain=24103.9 11576.5 6075.32 3748.13 1887.85 1540.41 1414.56 1430.87 1013.68 807.847 786.381 644.257 286.395 363.5 279.237 270.854 241.134 163.795 123.438 80.8406 31.799 30.3232 21.7873 14.7553
threshold=0.30163500000000004 0.14794000000000004 0.077755000000000005 -0.00038499999999999998 0.14019000000000004 0.10486500000000001 0.10774000000000002 0.086165000000000005 1.0000000180025095e-35 0.091625000000000012 0.090115000000000015 -0.049364999999999992 -0.062424999999999994 0.020345000000000005 0.089885000000000007 -0.0041249999999999993 -0.42443999999999993 -0.077044999999999988 0.098365000000000022 -9.4999999999999992e-05 0.096510000000000012 0.08623500000000002 -0.053049999999999993 -0.085574999999999984
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 2 3 6 11 15 7 -1 9 14 -10 -2 -11 18 21 -5 -13 -16 -14 -17 -15 23 -23 -4
right_child=4 -3 8 5 -6 -7 -8 -9 10 12 -12 16 13 20 17 19 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.03145122951254916 -0.045954316225072789 -0.057280267714488083 0.016553353748487605 0.018002373619783525 -0.064082097958649983 -0.016109136371543046 -0.042293769348203294 0.00015431153964295645 0.035307049621383174 -0.0043385545197942906 0.013132724885681049 -0.022053053562423305 0.0099623784579409725 0.0030111093898451619 0.010136130372956405 0.0099230196615487133 -0.035141072458351005 0.00017186352473445095 0.0041286512853835168 0.0019583492986556474 -0.0014283786936890911 0.011523359565515645 0.013696542427015112 0.014037539108371572
leaf_weight=58 71 60 58 61 62 62 61 60 57 55 78 58 325 53 98 53 58 52 97 52 89 192 189 286
leaf_count=58 71 60 58 61 62 62 61 60 57 55 78 58 325 53 98 53 58 52 97 52 89 192 189 286
internal_value=0 0.00483925 0.0066699 -0.00901131 -0.0423825 0.00318939 -0.0245521 -0.0153802 0.0105878 0.0095118 0.0224956 -0.0351878 0.00554458 0.00650845 0.0123183 0.0103976 -0.0285975 0.00668217 0.00862157 0.00597907 0.000228272 0.0134843 0.0126015 0.0144619
internal_weight=0 2096 2036 407 249 228 179 118 1629 1494 135 187 619 564 875 166 116 150 422 105 142 725 381 344
internal_count=2345 2096 2036 407 249 228 179 118 1629 1494 135 187 619 564 875 166 116 150 422 105 142 725 381 344
is_linear=0
shrinkage=0.00453756


Tree=5
num_leaves=23
num_cat=0
split_feature=1 2 3 2 4 2 0 1 0 2 4 0 2 13 15 1 4 15 51 475 15 15
split_gain=26261.2 4735.53 2602.33 1632.29 1045.61 808.83 737.724 504.255 335.975 335.84 328.694 385.235 217.647 193.226 188.217 187.624 179.847 122.61 84.17 83.951 66.9767 43.081
threshold=0.10508500000000001 0.14234000000000005 -0.036844999999999996 0.10000000000000002 0.30163500000000004 -1.0000000180025095e-35 -0.14857499999999998 0.094610000000000014 -0.11912999999999999 0.10925000000000001 -0.49432999999999994 -0.076539999999999983 0.12708000000000003 -0.0021749999999999994 0.089625000000000024 0.11481500000000001 0.032965000000000001 1.0000000180025095e-35 0.10838000000000002 -1.0000000180025095e-35 0.046165000000000005 -0.069404999999999981
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 4 6 15 -4 -1 10 -5 -7 -8 16 19 -11 -13 -2 18 -9 -12 -10 21 -21
right_child=1 -3 5 8 -6 9 7 17 12 13 11 14 -14 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.023926938337858129 0.0070024159458041057 -0.060884150529212859 -0.050025111686398359 -0.011627358535792781 -0.02539193176547852 -0.018456967501412718 0.022968361385390414 -0.0048272767498667834 0.0090212929672129766 -0.038262724257857685 0.012493582644570313 -0.0043549821008574234 -0.0074516461631566238 -0.025924573667004382 0.0075848075458049401 -0.0059252925675410649 0.0047648764298219935 0.0055844408687549087 0.0060830698796099942 0.0030312174343423851 0.0065446177931370465 -0.0021913135594718758
leaf_weight=102 53 102 57 54 58 53 54 57 52 74 940 54 53 52 77 55 86 52 52 74 58 78
leaf_count=102 53 102 57 54 58 53 54 57 52 74 940 54 53 52 77 55 86 52 52 74 58 78
internal_value=0 -0.0310459 -0.0234748 0.00889554 -0.00859937 -0.0339378 0.0112044 0.0102585 -0.000327045 -0.0288148 0.0111317 0.010603 0.00160999 -0.0331712 0.00266266 0.000418376 0.0115679 0.000139301 0.0121576 0.00344326 0.00206179 0.00035089
internal_weight=0 504 402 1843 166 236 1474 1372 369 179 1263 1209 315 126 131 108 1078 109 992 262 210 152
internal_count=2347 504 402 1843 166 236 1474 1372 369 179 1263 1209 315 126 131 108 1078 109 992 262 210 152
is_linear=0
shrinkage=0.00490329


Tree=6
num_leaves=21
num_cat=0
split_feature=1 52 1 124 12 14 47 2 4 2 2 3 52 3 1 52 47 3 4 42
split_gain=28121.6 5097.65 3052.26 2432.58 1880.54 1720.01 1058.63 1027.95 762.175 511.891 467.448 343.472 311.662 349.543 221.368 149.154 105.166 61.3996 58.9919 21.4657
threshold=0.10508500000000001 -0.40011499999999994 0.12394500000000001 -0.080494999999999983 0.088745000000000004 0.062655000000000016 0.085505000000000012 0.092235000000000025 0.032965000000000001 0.14983000000000005 0.12827000000000002 -0.12077499999999998 -0.54502499999999987 -0.097224999999999992 0.088735000000000022 0.038145000000000005 0.077555000000000013 -0.067704999999999987 -0.084134999999999988 0.091945000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 8 7 9 11 -3 -4 12 -5 -9 -14 16 -15 18 19 -13 -16
right_child=1 2 6 5 -6 -7 -8 10 -10 -11 -12 14 13 15 17 -17 -18 -19 -20 -21
leaf_value=-0.018399285221386737 0.012980412981394889 -0.046407504799521486 -0.052455426436239447 5.1862452484152346e-05 -0.0057113227861446715 0.035662689246344373 -0.033271684452013769 0.016405940001831206 -0.025722362628435077 -0.071810494641102354 -0.010235023271247711 0.015624961854426793 -0.0069251198139436204 0.0024726986217716769 0.011305662440998832 0.0086887719578577459 0.019546735870191907 0.0040834991595002715 0.012564118897862705 0.0080100530148722263
leaf_weight=75 54 82 95 55 75 64 52 56 94 52 52 216 62 179 122 202 76 55 548 81
leaf_count=75 54 82 95 55 75 64 52 56 94 52 52 216 62 179 122 202 76 55 548 81
internal_value=0 -0.0325367 -0.0379988 0.00925609 -0.0265011 0.0104293 -0.0525007 0.00948151 -0.0353601 -0.0593025 0.00391089 0.0121436 0.00538512 0.00399185 0.0127492 0.0057685 0.0139831 0.0087318 0.0134296 0.00999093
internal_weight=0 504 450 1843 251 1768 199 1704 176 147 551 1153 499 443 1098 381 840 258 764 203
internal_count=2347 504 450 1843 251 1768 199 1704 176 147 551 1153 499 443 1098 381 840 258 764 203
is_linear=0
shrinkage=0.00495795


Tree=7
num_leaves=19
num_cat=0
split_feature=2 2 2 2 0 3 4 31 11 16 4 52 52 150 3 0 2 0
split_gain=12715.2 4805.43 3230.11 1688.07 2152.43 1528.82 1230.02 825.185 696.345 374.801 365.312 290.815 217.54 199.41 245.657 235.244 172.204 129.495
threshold=0.11366500000000002 -1.0000000180025095e-35 0.15855000000000002 0.10045500000000002 -0.13010499999999997 0.25468500000000005 0.40780000000000005 -0.018414999999999997 1.0000000180025095e-35 0.26391000000000003 0.04105000000000001 -0.5288449999999999 0.033770000000000008 0.095275000000000012 -0.046989999999999997 -0.073399999999999979 0.074875000000000011 -0.10891999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 8 -5 6 9 -1 10 -2 13 -6 -13 14 15 -3 -12 -16
right_child=2 3 -4 4 11 -7 -8 -9 -10 -11 16 12 -14 -15 17 -17 -18 -19
leaf_value=-0.035498388159855891 -0.011783854305584769 0.0097974841158932902 -0.053660209689234878 -0.024968704564684575 0.013909259891635318 -0.040980619687871207 -0.026679555359144441 -0.012173085625246088 0.023238441884644471 0.0021647914653333501 -0.0033737327393473645 -0.0045377433484205367 0.0062075153882215827 0.0021313137413931029 0.010606688180458118 0.0029485232201169574 0.0064068961883260488 0.020401669133424019
leaf_weight=55 102 967 67 74 52 53 99 84 73 72 76 77 89 81 53 124 82 67
leaf_count=55 102 967 67 74 52 53 99 84 73 72 76 77 89 81 53 124 82 67
internal_value=0 0.00512319 -0.0240577 0.00715469 -0.0031551 -0.0179736 -0.0135068 -0.0214029 0.00913139 -0.00601171 0.00842114 0.00424929 0.00122297 0.00924279 0.00971841 0.0090191 0.00170197 0.016076
internal_weight=0 1954 393 1815 292 326 273 139 1523 174 1450 218 166 1292 1211 1091 158 120
internal_count=2347 1954 393 1815 292 326 273 139 1523 174 1450 218 166 1292 1211 1091 158 120
is_linear=0
shrinkage=0.00468101


Tree=8
num_leaves=22
num_cat=0
split_feature=1 52 1 14 12 14 123 52 3 12 12 49 49 1 49 47 12 3 49 132 3
split_gain=13721.3 3467.69 1974.75 1398.45 1208.66 728.126 687.151 488.381 471.342 390.49 178.517 160.585 197.311 154.297 127.323 83.3248 195.234 91.2372 69.0508 19.1617 16.8585
threshold=0.10293500000000001 -0.41304999999999997 0.12394500000000001 0.062655000000000016 0.088395000000000015 -1.0000000180025095e-35 0.080635000000000012 -0.074744999999999992 -0.12077499999999998 0.092550000000000007 0.088365000000000013 -0.016709999999999999 -0.072214999999999988 0.13584500000000002 0.11774500000000002 0.07813500000000001 0.085665000000000005 -0.0042999999999999991 -0.0073549999999999996 0.085885000000000003 -0.081024999999999986
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 4 6 7 -4 8 -3 10 11 -1 12 -10 -7 19 17 -17 -13 -9 20 -11
right_child=1 2 5 -5 -6 13 -8 18 9 14 -12 15 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.0096978240688839409 0.012292740953083057 -0.033583252292321925 -0.022678758364783138 0.027924816574827184 -0.0020150308523568632 -0.035877252630069488 -0.010740503748854865 -0.022076183810847954 0.0080311792133607972 0.0059321167775742579 0.0027054572228441399 0.009029897805218328 -0.0033903828400206914 -0.046058996314533307 -0.0037430110616564782 0.01967407662223088 0.0071404350260696244 0.0028296798746968929 -0.015029858370150938 0.0014967930019432482 0.0037620788691664925
leaf_weight=52 64 67 63 66 87 55 55 52 91 124 52 799 54 85 52 52 60 57 78 54 228
leaf_count=52 64 67 63 66 87 55 55 52 91 124 52 799 54 85 52 52 60 57 78 54 228
internal_value=0 -0.020465 -0.02477 0.00653892 -0.0167107 -0.036045 0.00572301 -0.0232004 0.00626364 0.00690974 -0.0034957 0.00842369 0.00377728 -0.0420594 0.00323052 0.00911964 0.0129601 0.00861709 -0.0178488 0.0041238 0.00452667
internal_weight=0 551 487 1796 284 203 1730 197 1675 1571 104 1113 145 140 458 968 112 856 130 406 352
internal_count=2347 551 487 1796 284 203 1730 197 1675 1571 104 1113 145 140 458 968 112 856 130 406 352
is_linear=0
shrinkage=0.00473372


Tree=9
num_leaves=29
num_cat=0
split_feature=1 52 1 123 2 2 13 39 2 15 13 15 49 1 160 15 15 1 13 156 52 15 43 52 2 42 42 42
split_gain=18975.6 3925.16 1941.92 1469.85 1409.08 889.031 508.301 679.393 411.914 359.942 291.59 256.867 267.729 238.242 212.789 158.698 144.115 170.518 131.502 122.264 108.078 47.2129 47.1501 44.4919 41.2652 23.0853 20.8336 11.6984
threshold=0.10335000000000001 -0.41304999999999997 0.12394500000000001 0.080635000000000012 0.10332000000000001 0.089830000000000007 -0.33260499999999998 0.089650000000000021 0.12708000000000003 -0.14151499999999997 -0.012549999999999997 0.029300000000000003 -0.013699999999999999 0.088735000000000022 1.0000000180025095e-35 -0.14636999999999997 0.022565000000000005 0.073870000000000005 -0.066209999999999991 0.086635000000000004 -0.0092149999999999992 0.086795000000000011 -0.073959999999999984 0.086400000000000018 0.086100000000000024 0.084735000000000019 0.094725000000000018 0.090295000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 13 -4 -8 11 -6 -3 12 -7 15 19 -1 18 24 25 -14 -11 22 -15 -13 -18 -17 -23 -25
right_child=1 2 6 -5 9 8 7 -9 -10 20 -12 23 14 21 -16 16 17 -19 -20 -21 -22 26 -24 27 -26 -27 -28 -29
leaf_value=0.018814396894198879 0.010398539440329169 0.00050079529984809878 -0.047850149205764893 -0.013928786430252605 -0.018429449013194661 -0.0060317263386335225 -0.022600938515384385 -0.041926917841158748 -0.0079671580476693531 -0.036484051757629241 -0.014018439222331222 0.011468027245137581 0.00062843060122382607 0.0070562761877563298 0.009645976421302091 0.011637300513156215 0.012264402882227609 0.018009056541984387 0.0035014942629343912 0.0078282723223783504 -0.027761159476078292 0.0097570822338666069 0.0012661895204622694 0.00875689489172265 0.0092952364075246079 0.0087103917894233995 0.0063565661215299477 0.0061183059194786565
leaf_weight=52 61 52 62 63 57 57 67 74 53 54 55 76 213 57 101 108 236 85 77 58 56 74 52 57 147 101 66 76
leaf_count=52 61 52 62 63 57 57 67 74 53 54 55 76 213 57 101 108 236 85 77 58 56 74 52 57 147 101 66 76
internal_value=0 -0.0228061 -0.0270524 0.00693233 -0.0194172 0.00768508 -0.0373579 -0.032744 0.00380885 -0.0273972 -0.00696192 0.00478718 0.00284004 0.0102239 0.00419955 0.0113851 0.0108727 0.0123753 0.00841359 0.00216953 -0.0320437 0.00646485 0.00429446 0.00878372 0.0111249 0.0102231 0.00815432 0.00724948
internal_weight=0 538 477 1809 274 1746 203 141 691 167 107 638 429 1055 372 806 754 468 286 271 110 249 109 209 383 209 140 133
internal_count=2347 538 477 1809 274 1746 203 141 691 167 107 638 429 1055 372 806 754 468 286 271 110 249 109 209 383 209 140 133
is_linear=0
shrinkage=0.00439616


Tree=10
num_leaves=22
num_cat=0
split_feature=1 47 124 1 14 16 2 3 52 1 2 12 47 2 12 3 16 3 42 42 130
split_gain=10252.4 1724.77 1664.65 1338.71 1000.95 697.062 607.266 497.201 302.51 599.353 222.184 134.104 125.408 124.551 115.978 104.001 71.6339 40.4236 32.5264 19.2912 5.45328
threshold=0.10752500000000002 1.0000000180025095e-35 -0.080494999999999983 0.13130500000000003 0.062655000000000016 -0.040484999999999993 0.089830000000000007 -0.049204999999999992 -0.5528599999999998 0.088595000000000021 0.12330500000000001 0.088245000000000004 0.077555000000000013 0.13538500000000001 0.077755000000000005 -0.10237999999999998 0.0060650000000000009 0.0075150000000000008 0.084675000000000014 0.09832500000000001 -0.004324999999999999
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=2 3 -1 7 6 -3 11 -2 -8 10 15 12 14 -5 -4 -10 19 -9 -16 20 -13
right_child=1 5 4 13 -6 -7 8 17 9 -11 -12 16 -14 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=-0.014997791302484147 -0.0072968812052869089 -0.016401374531389578 0.002006242643665048 -0.03178078043497002 0.02336883100984968 0.0040576998415184744 0.012433203776733733 -0.025997859975413134 -0.0021009371012963027 -0.010048000118721413 -0.0056928990171868279 0.0081125616273551287 0.014543356782090887 -0.041059070909214318 0.0098819577675380542 0.0045021919408345613 0.00085948656996084774 -0.020468239994163622 0.0075423840721166339 0.0038551098776855534 0.0064899018956781646
leaf_weight=82 63 69 57 52 66 69 55 57 55 84 56 54 72 71 282 486 59 53 219 55 215
leaf_count=82 63 69 57 52 66 69 55 57 55 84 56 54 72 71 282 486 59 53 219 55 215
internal_value=0 -0.0194611 0.00506191 -0.0256567 0.00596821 -0.00617149 0.00531156 -0.0174942 0.00216496 0.00133559 0.00293738 0.00759769 0.00888908 -0.0371369 0.0081594 0.0038308 0.00547335 -0.023334 0.00885937 0.00631338 0.00681582
internal_weight=0 434 1897 296 1815 138 1749 173 736 681 597 1013 630 123 558 541 383 110 501 324 269
internal_count=2331 434 1897 296 1815 138 1749 173 736 681 597 1013 630 123 558 541 383 110 501 324 269
is_linear=0
shrinkage=0.00455165


Tree=11
num_leaves=24
num_cat=0
split_feature=1 1 12 12 47 14 2 2 2 150 1 15 2 1 12 52 43 0 12 43 0 50 15
split_gain=18494.9 3408.4 2506.17 1431.75 1191.33 1099.7 748.567 512.873 383.755 306.208 313.359 287.27 238.746 220.145 150.33 149.326 98.5768 74.8971 57.5978 49.9384 38.8297 22.1963 8.98589
threshold=0.10491000000000002 0.12394500000000001 0.023990000000000004 -0.029844999999999997 0.097480000000000011 0.062655000000000016 0.090000000000000011 0.14794000000000004 0.12228000000000001 0.083435000000000023 0.096190000000000012 -0.10981499999999998 0.10904500000000002 0.088735000000000022 0.080120000000000011 -0.036264999999999992 -1.0000000180025095e-35 -0.087404999999999997 0.088245000000000004 -0.096754999999999994 -0.074754999999999988 0.099595000000000017 0.089835000000000012
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 11 -1 7 6 13 -3 9 10 16 -2 -13 14 -5 -4 -8 -15 21 -20 22 -16 -19
right_child=1 4 15 5 -6 -7 8 -9 -10 -11 -12 12 -14 17 18 -17 -18 20 19 -21 -22 -23 -24
leaf_value=-0.010947846905858476 -0.02050418781647894 -0.045427409078577494 0.0089991555587434369 0.021535559565869569 -0.024287052836478477 0.031013434000777284 0.0071333823665766915 -0.066059205758029343 -0.009185684747661238 -0.0068523000802219007 0.019235728406601506 -0.027115378578472332 -0.04325999058516207 0.0015398113029455695 0.012962793269048567 -0.0030096143164992338 0.0021608452389056368 0.011835111018609519 0.0055783298279668938 0.011670860048023248 0.0048463400897685964 0.016623240005089239 0.0090741351127915891
leaf_weight=103 59 99 52 56 59 66 336 53 55 52 52 52 53 52 463 69 173 60 55 129 52 53 78
leaf_count=103 59 99 52 56 59 66 336 53 55 52 52 52 53 52 463 69 173 60 55 129 52 53 78
internal_value=0 -0.028395 -0.016324 0.00843611 -0.0446991 0.00958888 0.00874009 -0.0526218 0.00435534 0.00557037 0.00672195 -0.0299551 -0.0352651 0.0116749 0.0130971 0.00215071 0.00544342 0.00723199 0.0124219 0.00985003 0.00878954 0.0133389 0.010275
internal_weight=0 496 285 1835 211 1732 1666 152 668 613 561 164 105 998 756 121 509 242 700 184 190 516 138
internal_count=2331 496 285 1835 211 1732 1666 152 668 613 561 164 105 998 756 121 509 242 700 184 190 516 138
is_linear=0
shrinkage=0.00535151


Tree=12
num_leaves=21
num_cat=0
split_feature=4 2 39 150 2 15 2 4 12 12 133 2 12 16 15 4 12 4 4 133
split_gain=6611.02 2851.4 1696.71 1396.42 609.43 535.006 508.122 302.768 348.934 270.831 243.386 205.841 128.217 125.906 276.643 209.759 79.4541 60.2069 53.2919 34.9301
threshold=0.30163500000000004 0.10859000000000001 0.0095750000000000019 0.082965000000000025 0.14234000000000005 -0.15614499999999998 0.13673000000000005 -0.072054999999999994 0.054520000000000006 0.087495000000000003 0.085075000000000026 0.10045500000000002 0.092550000000000007 0.081265000000000018 0.081915000000000016 -0.095209999999999975 0.088745000000000004 -0.011154999999999998 -0.0070549999999999996 -0.0036349999999999998
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 2 5 4 9 -1 11 13 -9 -3 -4 -2 19 14 -7 -16 -15 -14 -11 -10
right_child=6 3 10 -5 -6 7 -8 8 12 18 -12 -13 17 16 15 -17 -18 -19 -20 -21
leaf_value=0.020016130410218252 -0.024146397185837751 -0.0090277446294478002 -0.0056020293046234095 -0.02932255037859784 -0.018205161588100961 -0.0028895048152368899 -0.032886938797301597 -0.0046938389187753211 0.0034949604352021765 0.0044975884179470904 -0.018739680541519185 -0.01396151025287779 0.0047374423258077919 0.015179253393319804 0.016588771301603526 0.0071583663504988931 0.0079522976020020945 0.00044255922541707523 -0.0011146855190281003 0.0069430140840736456
leaf_weight=57 69 65 65 59 56 52 67 85 71 82 52 99 128 72 53 547 55 140 60 397
leaf_count=57 69 65 65 59 56 52 67 85 71 82 52 99 128 72 53 547 55 140 60 397
internal_value=0 0.00296599 0.00521492 -0.00942391 -0.00495977 0.00639105 -0.0223481 0.00590562 0.00398781 -0.00137624 -0.0114414 -0.0181449 0.00499051 0.00792677 0.00712358 0.00799147 0.0120499 0.00249403 0.00212586 0.00642002
internal_weight=0 2096 1774 322 263 1657 235 1600 821 207 117 168 736 779 652 600 127 268 142 468
internal_count=2331 2096 1774 322 263 1657 235 1600 821 207 117 168 736 779 652 600 127 268 142 468
is_linear=0
shrinkage=0.00452572


Tree=13
num_leaves=16
num_cat=0
split_feature=4 2 12 11 14 2 2 52 52 52 11 475 1429 48 2
split_gain=4573.15 1989.09 1550.31 624.736 566.137 548.074 521.252 440.299 358.25 457.323 273.748 173.418 180.027 164.427 120.996
threshold=0.30163500000000004 0.14234000000000005 -0.029844999999999997 1.0000000180025095e-35 -0.44847999999999993 0.13053000000000001 0.10486500000000001 -0.012164999999999999 0.044705000000000002 -0.41304999999999997 0.085630000000000026 1.0000000180025095e-35 0.084690000000000015 0.091545000000000015 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -2 14 11 -1 9 -8 -5 12 13 -4 -6
right_child=4 -3 3 10 5 -7 8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.016553415849133904 -0.0059332839243777767 -0.020610171700674453 0.005339143995576669 0.020923432614202781 -0.022036200549486497 -0.034096443708822269 0.0033479768797892665 -0.0007780174823376158 0.0048590158051549214 -0.013242975595563426 0.0078830993744065589 0.012868578891523047 -0.0017642677683125713 -0.00056112376318509798 -0.012871840649205392
leaf_weight=96 55 75 1247 63 56 59 56 60 85 91 72 53 91 107 65
leaf_count=96 55 75 1247 63 56 59 56 60 85 91 72 53 91 107 65
internal_value=0 0.00248993 0.00334721 0.00450435 -0.0187611 -0.0226805 0.00376575 -0.0104863 -0.00260565 -0.00692228 0.013969 0.00475254 0.00445483 0.00487284 -0.0171136
internal_weight=0 2096 2021 1865 235 180 1730 156 232 147 135 1498 1445 1354 121
internal_count=2331 2096 2021 1865 235 180 1730 156 232 147 135 1498 1445 1354 121
is_linear=0
shrinkage=0.00456805


Tree=14
num_leaves=16
num_cat=0
split_feature=3 4 123 14 0 15 12 14 0 0 4 0 0 0 15
split_gain=3386.57 2174.47 1077.26 467.826 445.111 982.259 332.684 259.703 305.259 239.284 204.595 714.14 174.193 132.448 37.002
threshold=0.30112000000000005 0.30163500000000004 0.081180000000000016 0.062655000000000016 -0.13314999999999996 -0.098454999999999973 0.096265000000000003 -0.41348999999999997 -0.099059999999999995 -0.042364999999999993 -0.35136499999999998 -0.060199999999999997 -0.076539999999999983 0.053930000000000006 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 10 -3 -9 14 13 -12 -4 -6 -8
right_child=-2 7 12 -5 6 -7 9 8 -10 -11 11 -13 -14 -15 -16
leaf_value=0.009641794202547533 -0.026514782025704221 -0.004226024441052089 -0.0048209378666943378 0.014695266820834935 0.013898113404456198 -0.015178939304231111 0.0041809483780467565 -0.0089005301828125518 -0.021666316878713298 -0.0080573041171840276 0.0048412059285768208 -0.010296319171261817 -0.015649301483941794 0.0053519215848747814 0.00071643745114870953
leaf_weight=52 87 52 55 68 70 74 76 68 76 59 1138 63 59 69 265
leaf_count=52 87 52 55 68 70 74 76 68 76 59 1138 63 59 69 265
internal_value=0 0.00131561 0.00264844 0.00341911 0.00300816 -0.00493509 0.00358339 -0.0126108 -0.0156384 8.05676e-05 0.00462897 0.00404711 -0.0104255 0.0096561 0.00148872
internal_weight=0 2244 2048 1934 1866 126 1740 196 144 400 1340 1201 114 139 341
internal_count=2331 2244 2048 1934 1866 126 1740 196 144 400 1340 1201 114 139 341
is_linear=0
shrinkage=0.00437662


Tree=15
num_leaves=20
num_cat=0
split_feature=2 2 2 457 2 43 49 42 2 158 42 16 43 159 2 16 43 16 2
split_gain=2346.37 1353.83 936.237 425.666 643.543 409.98 246.902 210.262 168.093 168.423 131.358 102.476 69.7009 93.028 76.8855 66.3339 56.8639 36.1207 19.2362
threshold=0.12051500000000002 -1.0000000180025095e-35 0.17000000000000001 0.041935000000000007 0.091335000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.094305000000000014 0.10672500000000001 0.077000000000000013 0.081180000000000016 0.26538000000000006 -0.038674999999999994 -1.0000000180025095e-35 0.095935000000000006 0.041625000000000002 0.0054600000000000004 -0.066924999999999985 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 8 -5 -1 7 -2 9 12 -11 17 14 -14 15 -3 -15 -10 -12
right_child=2 3 -4 4 -6 -7 -8 -9 11 10 18 -13 13 16 -16 -17 -18 -19 -20
leaf_value=-0.015122996412609684 -0.014830780480579647 0.003522428276302789 -0.026305923688519934 0.003259469920988882 -0.013047045747847983 -0.0014635837879793084 -0.0015830452677162139 -0.0045355128534675842 -0.00054859279669212046 0.011783742828560975 0.0028490645480679718 0.0034801899999520316 0.0080772598240465721 0.004441923950316248 -0.001221964766854174 0.00039984518084388302 0.0019014992622113582 -0.0046566201196473712 0.006224012443195228
leaf_weight=93 78 446 52 91 68 57 77 54 95 66 52 85 81 383 90 145 225 54 57
leaf_count=93 78 446 52 91 68 57 77 54 95 66 52 85 81 383 90 145 225 54 57
internal_value=0 0.00167381 -0.0110791 0.00257217 -0.00371412 -0.00993271 -0.00729042 -0.0106194 0.00313404 0.00361376 0.00731847 -3.31524e-05 0.0031405 0.00403982 0.00223055 0.00275638 0.00350187 -0.0020377 0.00461434
internal_weight=0 2088 261 1938 159 150 209 132 1779 1545 175 234 1370 689 681 591 608 149 109
internal_count=2349 2088 261 1938 159 150 209 132 1779 1545 175 234 1370 689 681 591 608 149 109
is_linear=0
shrinkage=0.00401011


Tree=16
num_leaves=20
num_cat=0
split_feature=4 2 12 43 2 14 2 2 52 4 12 2 12 0 4 4 16 151 42
split_gain=4667.23 2012.11 918.329 1114.46 873.614 354.968 288.94 286.436 213.367 166.96 139.593 117.432 98.5053 92.0464 103.993 97.4177 63.8154 55.8439 45.7194
threshold=0.30163500000000004 0.14794000000000004 0.077755000000000005 -0.040789999999999993 0.10497000000000002 0.076175000000000007 0.081460000000000019 0.14019000000000004 -0.082554999999999976 0.018150000000000003 -0.040564999999999997 0.11500500000000001 0.10597500000000001 -0.081174999999999983 -0.47860499999999995 -0.096364999999999992 -0.123625 -0.086824999999999986 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 8 9 -1 10 -5 13 -2 -12 16 17 -15 -16 -11 -4 -19
right_child=7 -3 5 4 -6 -7 -8 -9 -10 12 11 -13 -14 14 15 -17 -18 18 -20
leaf_value=-0.0196069539077522 -0.019262764738701938 -0.022481241987792666 0.0021815273221516933 0.014836486395820097 -0.0081614058682650953 0.015346279936751236 -0.007112663210923127 -0.025300741985668881 0.0046351383009443766 0.0048165463843426173 -0.0077206847151507262 -0.016281958451074562 -0.0041453290450113606 0.0084338177102181514 -0.0027297523458730461 0.0033786778087151917 -0.00027944102335845976 0.0067149329207691266 0.0043619007124714752
leaf_weight=60 71 57 77 60 88 52 75 59 96 90 62 54 56 66 52 489 87 483 215
leaf_count=60 71 57 77 60 88 52 75 59 96 90 62 54 56 66 52 489 87 483 215
internal_value=0 0.0023855 0.00307829 -0.00288366 0.00252852 0.0044338 -0.012666 -0.0171481 0.00855902 0.00408241 -0.0145757 -0.0117065 0.000759437 0.00464261 0.00340504 0.00279146 0.00231148 0.00561186 0.00599021
internal_weight=0 2103 2046 379 244 1667 135 246 156 1615 187 116 233 1382 607 541 177 775 698
internal_count=2349 2103 2046 379 244 1667 135 246 156 1615 187 116 233 1382 607 541 177 775 698
is_linear=0
shrinkage=0.00424326


Tree=17
num_leaves=16
num_cat=0
split_feature=3 39 4 48 4 14 457 2 39 12 47 12 155 4 13
split_gain=3181.41 1434.15 675.138 383.905 395.089 325.046 235.237 162.218 155.778 122.764 116.88 79.0745 64.1804 122.271 44.2782
threshold=0.30112000000000005 0.081875000000000017 0.27161500000000005 0.092475000000000016 0.50779500000000011 0.062655000000000016 0.080930000000000016 0.11701500000000002 0.088780000000000012 0.087675000000000017 1.0000000180025095e-35 0.054520000000000006 0.083165000000000003 -0.097514999999999977 -0.020084999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 6 9 -4 -3 10 11 -1 13 -11 -14
right_child=-2 3 7 -5 -6 -7 -8 -9 -10 12 -12 -13 14 -15 -16
leaf_value=0.00041454496880257834 -0.024262058144480625 -0.0067629944888227909 -0.0026455119701180902 -0.018076280689883283 -0.015415449224674973 0.012323637028549087 -0.0036530564007683369 -0.01223023447024057 0.0024192966315201439 -0.0043453939866936802 0.0091564315319839877 0.0046694741519320475 0.0027544025340719785 0.0023012902404468561 0.0082464665238462243
leaf_weight=99 95 62 75 59 54 70 99 59 78 55 93 467 57 874 53
leaf_count=99 95 62 75 59 54 70 99 59 78 55 93 467 57 874 53
internal_value=0 0.00128265 0.00250911 -0.00841732 -0.00547956 0.00318201 0.00282588 -0.006866 -0.00164682 0.00320366 0.00466362 0.00392532 0.00227761 0.00190773 0.005401
internal_weight=0 2254 2001 253 194 1867 1797 134 140 1698 659 566 1039 929 110
internal_count=2349 2254 2001 253 194 1867 1797 134 140 1698 659 566 1039 929 110
is_linear=0
shrinkage=0.00432403


Tree=18
num_leaves=25
num_cat=0
split_feature=12 13 9 12 15 47 42 11 133 42 15 11 12 16 47 133 1456 16 13 16 12 15 15 16
split_gain=2053.1 772.642 697.582 634.268 432.964 473.35 290.458 251.488 225.006 160.74 99.3983 91.567 68.815 53.4396 49.2855 30.2575 30.9711 33.7515 25.6463 17.8106 11.8012 8.3562 8.84092 4.85006
threshold=0.077755000000000005 -0.33260499999999998 -0.070399999999999976 0.10597500000000001 -1.0000000180025095e-35 0.077555000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.0024650000000000006 -0.071044999999999983 -0.42075999999999997 0.085630000000000026 0.095330000000000012 -0.015159999999999998 0.09585500000000001 0.08784500000000002 0.082505000000000009 -0.082264999999999991 -0.071244999999999989 0.15454000000000004 0.10119000000000002 0.090125000000000011 -0.016434999999999995 -0.066704999999999987
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 -1 -3 7 5 9 -5 12 -8 -4 -11 -9 14 -12 15 16 17 -2 -14 -6 23 22 -17 -20
right_child=3 2 4 6 19 -7 8 11 -10 10 13 -13 18 -15 -16 21 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=-0.018900314331661283 0.0050881024982286699 -0.018882770856145186 -0.0016087363578453698 0.0015399996823562275 0.0030439475296710067 0.0036337341850269439 -0.013305828792807374 0.012808542124560087 -0.0015913338745251685 -0.0055111172918177256 -0.01015111875809876 0.005645975610573774 -0.0015967593799551642 -0.01583425629929943 5.6952970192433302e-05 0.0020144726918828264 0.0074850621276892713 0.0031840538512169312 0.0019145830957528454 0.0065693873647006459 0.0034287855561701006 0.001307805282721144 0.0038417737551770946 8.0350225640643595e-05
leaf_weight=88 332 60 54 101 61 86 77 73 55 61 86 67 58 52 72 92 55 404 55 52 58 73 119 58
leaf_count=88 332 60 54 101 61 86 77 73 55 61 86 67 58 52 72 92 55 404 55 52 58 73 119 58
internal_value=0 -0.00679321 -0.00471221 0.00268884 -0.00283106 -0.00533045 -0.00410529 0.00373308 -0.00842515 -0.00837774 -0.0102143 0.00938108 0.0031584 -0.0122929 0.00360039 0.00383767 0.0042824 0.00404301 0.000944398 0.00466669 0.00180659 0.00259883 0.00304526 0.000973536
internal_weight=0 600 512 1749 452 339 233 1516 132 253 199 140 1376 138 1147 1075 791 736 229 113 171 284 211 113
internal_count=2349 600 512 1749 452 339 233 1516 132 253 199 140 1376 138 1147 1075 791 736 229 113 171 284 211 113
is_linear=0
shrinkage=0.0044231


Tree=19
num_leaves=22
num_cat=0
split_feature=1 1 457 3 39 14 40 16 2 0 2 0 3 48 2 133 16 16 1 133 43
split_gain=4694.2 741.278 834.226 502.616 651.632 482.309 312.227 311.145 425.512 224.76 188.394 133.187 111.793 79.4385 75.9466 74.8341 69.2551 91.646 46.7434 27.5467 21.7238
threshold=0.11831500000000002 0.089625000000000024 0.041935000000000007 0.30835000000000007 0.088025000000000006 0.062655000000000016 -1.0000000180025095e-35 0.31615500000000002 0.10444500000000002 -0.068484999999999976 0.097220000000000015 -0.043914999999999989 1.0000000180025095e-35 0.091545000000000015 0.11342000000000001 0.084675000000000014 0.081265000000000018 0.0045450000000000013 0.097950000000000023 0.097995000000000013 -1.0000000180025095e-35
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 7 4 14 6 -1 8 9 15 13 19 -10 16 -2 18 17 -8 -3 20 -12
right_child=3 2 -4 -5 -6 -7 10 -9 12 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.013357684604726833 -0.001979648228959434 0.0033678981497111088 -0.014014871679246166 -0.026920608257405537 -0.021575904471709789 0.016243614826373022 0.0043700293442443276 0.0077014571748190777 -0.012214034372575464 -0.0065351815640288117 0.003735957328951382 -0.006289604747380783 -0.003622624102570022 -0.0002638046525768274 -0.0094770603045737228 -0.0011270634802399095 0.0080576862434677508 -0.0015724386846937175 0.0081327024086275818 -0.00068824620993589256 0.00036713766167731008
leaf_weight=61 52 130 89 71 96 61 857 95 62 52 101 52 55 76 52 52 90 53 57 77 58
leaf_count=61 52 130 89 71 96 61 857 95 62 52 101 52 55 76 52 52 90 53 57 77 58
internal_value=0 0.00251293 -0.00163732 -0.016895 -0.0133356 0.00416636 0.00364934 0.000552653 -0.00111178 0.0017282 0.00321513 6.43209e-05 -0.00817574 0.00405843 -0.0057288 0.00352629 0.00438697 0.00402388 0.00482052 0.00146454 0.00250737
internal_weight=0 2078 592 271 200 1486 1425 503 408 291 1364 288 117 1076 104 239 1000 910 187 236 159
internal_count=2349 2078 592 271 200 1486 1425 503 408 291 1364 288 117 1076 104 239 1000 910 187 236 159
is_linear=0
shrinkage=0.00438596


Tree=20
num_leaves=19
num_cat=0
split_feature=2 3 39 2 2 2 2 132 2 11 3 2 11 2 13 2 130 3
split_gain=7744.42 2973.55 2420.26 986.176 748.759 484.316 291.096 249.457 182.512 288.556 178.219 132.141 126.459 116.944 106.238 93.6831 26.8685 21.319
threshold=0.13388500000000003 0.11745500000000002 0.081875000000000017 0.17000000000000001 -1.0000000180025095e-35 0.099675000000000014 0.10124000000000001 0.022565000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.25468500000000005 0.11500500000000001 0.082245000000000013 0.089690000000000006 -0.064754999999999993 0.074875000000000011 0.012250000000000002 -0.062534999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 14 -4 8 -6 11 -1 13 -3 12 17 15 -2 -10 -15 -7
right_child=3 10 4 -5 6 7 -8 -9 9 -11 -12 -13 -14 16 -16 -17 -18 -19
leaf_value=-0.0027590561172020156 -0.030088927450136433 -0.018549526244972827 -0.028245621766460595 -0.051356984333663334 0.0033531640729397459 0.00054151258905104944 -0.014256274225551145 -0.010650581739913711 0.0058513995651605028 0.018199515008664346 -0.032707125883502636 -0.0037370516277904367 0.011271479471278377 0.0036709446919729908 -0.02045699374766111 0.0092263902410022382 0.0074620076119280869 0.0046971920861990151
leaf_weight=52 63 53 73 60 53 112 58 53 386 72 52 83 57 293 73 654 68 54
leaf_count=52 63 53 73 60 53 112 58 53 386 72 52 83 57 293 73 654 68 54
internal_value=0 0.00263681 0.00406857 -0.0330127 -0.0147341 0.00590496 -0.00584764 0.000228735 0.00724116 0.00759423 -0.0255615 0.00211325 0.00429098 0.00704916 -0.0249193 0.00797381 0.00438521 0.00189371
internal_weight=0 2173 2068 196 184 1884 111 359 1525 1473 105 306 223 1401 136 1040 361 166
internal_count=2369 2173 2068 196 184 1884 111 359 1525 1473 105 306 223 1401 136 1040 361 166
is_linear=0
shrinkage=0.00543169


Tree=21
num_leaves=24
num_cat=0
split_feature=1 1 123 2 2 2 14 2 42 0 2 1 43 2 156 52 52 1 2 156 0 43 42
split_gain=28055.9 4705.57 1704.31 1556.51 1261.13 869.595 827.556 603.497 532.081 490.085 407.777 402.282 321.307 293.289 258.906 422.381 313.291 200.265 178.823 86.3091 37.3703 16.8177 11.0221
threshold=0.10508500000000001 0.12419000000000001 1.0000000180025095e-35 0.10731 0.095935000000000006 0.15518000000000001 0.062655000000000016 -0.00097499999999999985 0.084815000000000015 -0.10490499999999998 0.12611000000000003 0.084795000000000023 -0.00013499999999999997 0.13574000000000003 1.0000000180025095e-35 0.024560000000000002 -0.12005499999999998 0.091275000000000009 0.091205000000000008 0.088610000000000008 -0.075294999999999987 -1.0000000180025095e-35 0.077855000000000021
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 3 4 8 6 7 9 -3 -2 11 14 -1 -5 -9 15 16 -6 18 19 -11 -19 -17 -20
right_child=1 5 -4 12 10 -7 -8 13 -10 17 -12 -13 -14 -15 -16 21 -18 20 22 -21 -22 -23 -24
leaf_value=0.15886282282952222 0.13728838591429926 0.10316875600442006 0.1365667503513944 0.1171171927237499 0.15366826846767401 0.096970698202435882 0.17590836491493872 0.12633230889717673 0.1534550967608577 0.16189044155173238 0.14156390694206486 0.14282751851845424 0.12963035209561943 0.11306630323692285 0.16059168226374537 0.157805385172061 0.14224603947457995 0.15724131328199409 0.15552719519336991 0.15647357489785682 0.15291783446215906 0.15499324130004508 0.15777338430177115
leaf_weight=53 81 53 64 54 73 66 53 58 59 808 54 52 95 54 72 99 90 100 64 53 52 60 102
leaf_count=53 81 53 64 54 73 66 53 58 59 808 54 52 95 54 72 99 90 100 64 53 52 60 102
internal_value=0 0.123297 0.157319 0.134303 0.158063 0.109528 0.160055 0.114551 0.144102 0.1594 0.152119 0.150922 0.125096 0.119937 0.153566 0.151995 0.147362 0.160155 0.160806 0.161557 0.155763 0.156744 0.156908
internal_weight=0 520 1849 289 1785 231 1337 165 140 1284 448 105 149 112 394 322 163 1179 1027 861 152 159 166
internal_count=2369 520 1849 289 1785 231 1337 165 140 1284 448 105 149 112 394 322 163 1179 1027 861 152 159 166
is_linear=0
shrinkage=0.00409193


Tree=22
num_leaves=17
num_cat=0
split_feature=4 2 3 39 15 43 4 4 2 4 0 0 4 0 13 3
split_gain=5260.66 2263.46 1121.17 792.998 432.755 355.137 310.047 294.632 252.948 186.303 302.232 158.342 125.354 78.5477 66.7248 57.2567
threshold=0.30163500000000004 0.14721500000000001 0.11372500000000001 0.0095750000000000019 -0.42759999999999992 -0.078409999999999994 0.42405000000000009 0.55608500000000005 0.090000000000000011 -0.080954999999999985 -0.12608499999999997 -0.14989499999999997 0.020345000000000005 0.043875000000000004 -0.094384999999999983 -0.093224999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 7 -5 -6 -2 11 13 -11 -1 14 -10 -13 -12
right_child=4 -3 -4 5 6 -7 -8 -9 9 10 15 12 -14 -15 -16 -17
leaf_value=0.037768225894536891 0.019387928895769325 0.0030553137528698897 0.013317925077322476 0.01459563223019225 0.0076056144417792383 0.028704703776464623 -0.0059083921858569593 0.0063020035381864186 0.035937307906135467 0.018425103843613986 0.024048278334763466 0.03625926152769407 0.02609590123894728 0.029890983236587197 0.031348384653372516 0.028827414311446694
leaf_weight=72 67 64 81 89 76 52 53 60 66 65 52 54 82 99 921 416
leaf_count=72 67 64 81 89 76 52 53 60 66 65 52 54 82 99 921 416
internal_value=0 0.0281718 0.0289563 0.0295999 0.00758609 0.0197993 0.00205299 0.013206 0.0303562 0.0283261 0.0270928 0.0316113 0.0311919 0.0323098 0.0316204 0.0282965
internal_weight=0 2113 2049 1968 256 141 129 127 1827 698 533 1129 1057 165 975 468
internal_count=2369 2113 2049 1968 256 141 129 127 1827 698 533 1129 1057 165 975 468
is_linear=0
shrinkage=0.00428871


Tree=23
num_leaves=25
num_cat=0
split_feature=12 12 13 133 12 13 0 123 12 11 13 42 52 0 0 42 48 484 42 13 13 48 42 12
split_gain=14179.3 3939.91 2201.36 1632.91 1454.62 1082.84 1123.86 616.487 460.585 436.001 403.903 313.105 177.444 176.706 173.305 125.877 122.795 77.1747 90.9135 35.4065 33.1461 32.1311 25.3359 16.4745
threshold=0.077755000000000005 0.14472000000000004 -0.00038499999999999998 -1.0000000180025095e-35 0.099815000000000015 1.0000000180025095e-35 -0.093039999999999984 0.089155000000000012 0.088170000000000012 1.0000000180025095e-35 -0.066934999999999981 0.065960000000000019 -0.074099999999999985 -0.097074999999999981 -0.096594999999999986 -0.025789999999999997 0.085425000000000015 0.063455000000000011 0.090040000000000023 0.084330000000000016 0.071660000000000015 0.086665000000000006 0.086635000000000004 0.095780000000000018
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 4 3 -1 8 6 16 11 9 13 -6 12 -5 -2 -10 20 -4 18 19 -16 -12 22 -15 -20
right_child=1 -3 5 7 10 -7 -8 -9 14 -11 15 -13 -14 21 17 -17 -18 -19 23 -21 -22 -23 -24 -25
leaf_value=0.13559553775326544 0.14491245585168383 0.11341088457092659 0.13432926869200609 0.1182695088361433 0.13068519058882877 0.12150592374706208 0.15095518093746071 0.10337865347603918 0.14321298827757042 0.16334784629206969 0.14367337896177748 0.12449111093615181 0.10815262501045247 0.15353434762895693 0.15033110269046587 0.13937648575511716 0.1266102917377033 0.14442988401852569 0.14844150171121118 0.15371979461844132 0.14751143428559998 0.14963150476475343 0.15142760142546541 0.14615584703821194
leaf_weight=67 52 52 93 57 52 91 72 72 91 60 90 63 55 366 261 96 52 52 196 63 63 52 128 73
leaf_count=67 52 52 93 57 52 91 72 72 91 60 90 63 55 366 261 96 52 52 196 63 63 52 128 73
internal_value=0 0.147807 0.125504 0.118029 0.148862 0.133124 0.137996 0.113264 0.150589 0.15303 0.140863 0.11733 0.113302 0.151995 0.148407 0.142988 0.131561 0.14914 0.149553 0.15099 0.145254 0.152669 0.152989 0.147821
internal_weight=0 1747 622 314 1695 308 217 247 1394 658 301 175 112 598 736 249 145 645 593 324 153 546 494 269
internal_count=2369 1747 622 314 1695 308 217 247 1394 658 301 175 112 598 736 249 145 645 593 324 153 546 494 269
is_linear=0
shrinkage=0.00401128


Tree=24
num_leaves=19
num_cat=0
split_feature=4 2 3 39 2 4 2 132 4 12 43 3 4 4 43 16 16 3
split_gain=7880.75 2853.25 1395.35 1235.64 555.361 361.116 337.782 191.524 212.159 180.688 179.384 220.872 145.172 109.485 103.18 84.9357 70.2779 47.9861
threshold=0.30163500000000004 0.14234000000000005 0.11372500000000001 0.0095750000000000019 0.14925000000000002 -0.0027699999999999995 0.090000000000000011 0.08518000000000002 -0.081289999999999987 0.089765000000000025 -0.00013499999999999997 0.11745500000000002 -0.090609999999999982 0.03851000000000001 -1.0000000180025095e-35 0.024125000000000004 -0.11364999999999999 -0.14818499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 10 -5 9 8 17 12 -2 -12 -1 15 -10 -11 -14 -8
right_child=4 -3 -4 5 -6 -7 7 -9 14 13 11 -13 16 -15 -16 -17 -18 -19
leaf_value=0.060348308507686181 0.019525009752126964 0.020768393901036075 0.030495583329397585 0.030199762900329337 0.0080299052218791144 0.045192155319151973 0.056788481318032207 0.04222900385602113 0.049714602992063463 0.052271423621914198 0.033672766344291657 0.021252764680560046 0.058367524936404416 0.043810377128280738 0.045225772692528581 0.04610776936025418 0.052913545917292408 0.051516795397007931
leaf_weight=68 81 76 79 76 52 61 79 86 285 236 70 53 54 52 174 59 660 68
leaf_count=68 81 76 79 76 52 61 79 86 285 236 70 53 54 52 174 59 660 68
internal_value=0 0.048373 0.0494029 0.0501658 0.0214169 0.0368756 0.0511656 0.0486406 0.0495504 0.0527133 0.024829 0.0283215 0.0539368 0.0499558 0.0480131 0.0510389 0.0533261 0.0543502
internal_weight=0 2113 2037 1958 256 137 1821 692 606 1129 204 123 782 347 459 295 714 147
internal_count=2369 2113 2037 1958 256 137 1821 692 606 1129 204 123 782 347 459 295 714 147
is_linear=0
shrinkage=0.00458834


Tree=25
num_leaves=18
num_cat=0
split_feature=4 2 12 42 2 49 2 15 4 2 12 15 16 15 4 12 49
split_gain=6049.13 1553.66 1086.47 676.721 356.383 254.688 368.981 210.121 217.226 196.222 155.917 113.863 84.108 76.3781 154.748 103.858 63.0771
threshold=0.30163500000000004 0.14234000000000005 -0.011819999999999999 -0.0043149999999999994 0.14823500000000003 -0.016709999999999999 0.090715000000000004 -0.18708499999999997 0.043850000000000007 0.10045500000000002 -0.08947999999999999 -0.42075999999999997 -0.11010999999999999 0.022565000000000005 -0.099704999999999974 0.077755000000000005 -0.084604999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 16 -7 13 -2 -5 -11 -10 15 -15 -9 -4
right_child=4 -3 5 10 -6 7 -8 8 12 11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.051084908416685455 0.01937111463167112 0.025611959391539398 0.055292223745594671 0.035758461645162457 0.010770107908088526 0.060959565124847799 0.037472579440994053 0.044817751489143895 0.049076153563688808 0.034443496121585808 0.024316689557484207 0.024802706209723118 0.042091581907985481 0.060432112090336151 0.051763155078900509 0.050831043819073843 0.047451833000476534
leaf_weight=62 80 73 52 68 52 52 90 84 83 60 54 64 92 56 742 539 52
leaf_count=62 80 73 52 68 52 52 90 84 83 60 54 64 92 56 742 539 52
internal_value=0 0.0483889 0.0492095 0.0375655 0.0225152 0.0503727 0.0449244 0.051014 0.0506899 0.0255087 0.0306945 0.029468 0.0454046 0.0513408 0.0523716 0.0500203 0.0513725
internal_weight=0 2099 2026 184 256 1842 194 1648 1596 204 122 124 175 1421 798 623 104
internal_count=2355 2099 2026 184 256 1842 194 1648 1596 204 122 124 175 1421 798 623 104
is_linear=0
shrinkage=0.005025


Tree=26
num_leaves=24
num_cat=0
split_feature=1 1 1 0 3 14 3 2 43 0 11 2 3 16 0 16 2 52 52 43 2 15 3
split_gain=5485.19 1116.29 704.815 706.435 406.29 405.767 384.47 384.12 205.458 189.664 200.287 176.791 168.892 113.179 375.302 84.1102 62.7511 53.9964 50.7499 32.2384 18.2277 13.3014 7.18134
threshold=0.10752500000000002 0.14882500000000001 0.089790000000000023 -0.10185499999999999 -0.049509999999999992 -1.0000000180025095e-35 -0.029309999999999996 0.11500500000000001 -0.064499999999999988 0.040035000000000008 1.0000000180025095e-35 0.11941000000000002 0.086245000000000016 0.070130000000000012 -0.068484999999999976 0.0086100000000000013 0.087675000000000017 -0.42890999999999996 -0.0093349999999999978 -0.081474999999999992 0.074875000000000011 -0.066639999999999991 -0.077354999999999993
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 4 6 18 7 -6 9 -2 -7 10 15 -10 -8 14 21 16 20 -17 -4 -18 -1 -5 -23
right_child=1 -3 3 13 5 8 12 -9 11 -11 -12 -13 -14 -15 -16 17 19 -19 -20 -21 -22 22 -24
leaf_value=0.036719698832608103 0.033027314155425078 0.00058507553815509655 0.018529450162932833 0.037576047866034218 0.028723084148153454 0.010198785042771271 0.047562762987586098 0.018580820481677696 0.024655755559171738 0.028823227800397349 0.045138646348967547 0.013559387594291591 0.037988460562907507 0.03888384109666005 0.022545745858047167 0.036290130388224172 0.03765268423277069 0.031685374560318863 0.024504481572697353 0.035299773648918363 0.038690106962460169 0.034180200980201962 0.036271138971555053
leaf_weight=115 90 54 54 55 55 84 96 57 56 55 56 53 55 80 52 101 168 93 54 327 412 80 53
leaf_count=115 90 54 54 55 55 84 96 57 56 55 56 53 55 80 52 101 168 93 54 327 412 80 53
internal_value=0 0.0191521 0.0360668 0.0311464 0.0216902 0.0182902 0.0374917 0.0274259 0.0153169 0.0367424 0.0370848 0.0192607 0.0440757 0.0343961 0.0328999 0.0367139 0.0372132 0.0340829 0.0215174 0.0360984 0.0382602 0.0357636 0.0350138
internal_weight=0 449 1906 428 395 248 1478 147 193 1327 1272 109 151 320 240 1216 1022 194 108 495 527 188 133
internal_count=2355 449 1906 428 395 248 1478 147 193 1327 1272 109 151 320 240 1216 1022 194 108 495 527 188 133
is_linear=0
shrinkage=0.00435364


Tree=27
num_leaves=26
num_cat=0
split_feature=4 12 2 43 2 14 0 48 11 2 2 12 52 4 4 12 43 43 0 12 13 156 52 52 42
split_gain=7052.52 1953.68 1288.35 1172.4 604.155 411.326 447.802 365.069 302.89 273.343 258.103 219.137 200.857 216.051 142.934 140.407 51.7166 56.7049 38.7685 32.1487 29.2297 22.6419 15.817 10.1387 4.59662
threshold=0.30163500000000004 0.077755000000000005 0.10859000000000001 -0.049364999999999992 0.12358500000000001 -0.42495999999999995 -0.17785499999999996 0.096635000000000013 1.0000000180025095e-35 0.12551500000000002 0.081460000000000019 0.092550000000000007 -0.087239999999999984 0.016695000000000005 -0.0096349999999999977 0.093225000000000016 0.0035900000000000007 0.099260000000000015 -0.08075499999999998 0.085965000000000014 0.053240000000000003 0.087825000000000014 0.044705000000000002 -1.0000000180025095e-35 0.083985000000000018
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=1 2 3 10 8 -2 -7 -4 11 -8 -1 16 -5 -14 18 -10 19 -18 -13 24 -20 -21 23 -16 -3
right_child=5 4 7 12 -6 6 9 -9 15 -11 -12 14 13 -15 22 -17 17 -19 20 21 -22 -23 -24 -25 -26
leaf_value=0.013468115367047596 0.020142385907607953 0.039972503905846862 0.0075619365139917988 0.044482811812378301 0.022265986030943714 0.016990201245874685 0.007400561404118172 0.022869526576946953 0.048190680431397279 -0.0052296053884400666 0.026833915209995868 0.039106846892952005 0.029390215875040836 0.041346438454266006 0.031249155794705153 0.038819403594829965 0.032709393851937753 0.03851464665361877 0.03581962634448415 0.037761868524458696 0.032141842022205859 0.034654767567250222 0.032835859220455219 0.028662891907048984 0.038830520852675236
leaf_weight=61 57 119 74 61 57 58 84 53 65 57 54 59 69 53 63 62 79 58 230 473 53 52 58 59 187
leaf_count=61 57 119 74 61 57 58 84 53 65 57 54 59 69 53 63 62 79 58 230 473 53 52 58 59 187
internal_value=0 0.0343484 0.0258242 0.0308843 0.0365125 0.00959826 0.00657785 0.0139505 0.0370147 0.00229441 0.0197446 0.036452 0.0378843 0.0345847 0.0341262 0.0436161 0.0377062 0.0351674 0.0358171 0.0381247 0.035131 0.0374542 0.0309132 0.0299988 0.0392748
internal_weight=0 2099 425 298 1674 256 199 127 1617 141 115 1490 183 122 522 127 968 137 342 831 283 525 180 122 306
internal_count=2355 2099 425 298 1674 256 199 127 1617 141 115 1490 183 122 522 127 968 137 342 831 283 525 180 122 306
is_linear=0
shrinkage=0.00445176


Tree=28
num_leaves=24
num_cat=0
split_feature=1 4 124 12 1 4 47 52 1 1 12 12 1 1 1 4 4 43 42 42 42 13 42
split_gain=17744.6 1888.54 1414.13 1190.67 619.253 611.939 362.625 349.489 349.428 314.481 593.763 397.018 175.345 234.836 137.79 87.2592 77.587 40.9236 39.949 31.1639 20.9551 26.857 7.03488
threshold=0.10752500000000002 0.27287000000000006 -0.080389999999999989 0.085090000000000013 0.13052500000000003 0.043850000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.083555000000000018 0.088415000000000007 0.08401500000000002 0.09159500000000001 1.0000000180025095e-35 0.084035000000000012 0.14551500000000003 -0.095209999999999975 -0.012089999999999998 0.061400000000000003 -0.079234999999999986 0.087755000000000014 1.0000000180025095e-35 -0.07692499999999998 -0.026469999999999997
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 3 -1 6 -3 9 -2 8 -7 11 -11 12 17 -14 -6 -13 18 19 -17 -4 22 -22 -12
right_child=1 4 5 -5 14 7 -8 -9 -10 10 20 15 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24
leaf_value=0.015939354075196265 -0.0037348563678501479 0.0012995452853795792 0.037251380590142151 0.022766270249324299 -0.0093055622264203598 0.028100720369765159 0.011048709561000495 0.034007220265019393 0.014268911454604953 0.020776736061104611 0.034552019010258686 0.026636434629268176 0.047739162429253489 0.037216239035652771 -0.01868395293326678 0.03709592791953957 0.028952428121643337 0.032972925860712876 0.032941991392496053 0.034877349803505757 0.034789631958046845 0.031290829250171875 0.036781846355610208
leaf_weight=90 75 100 488 97 69 99 55 92 54 82 57 52 67 103 53 61 76 61 164 136 92 78 54
leaf_count=90 75 100 488 97 69 99 55 92 54 82 57 52 67 103 53 61 76 61 164 136 92 78 54
internal_value=0 0.00230171 0.032861 0.0111713 -0.00676747 0.0336997 0.00251937 0.0272704 0.0232192 0.0347023 0.0311319 0.0357751 0.0373863 0.0413638 -0.0133802 0.0318724 0.0327768 0.0363992 0.0340684 0.036734 0.0341536 0.0331846 0.0356372
internal_weight=0 449 1906 227 222 1816 130 245 153 1571 363 1208 855 170 122 353 301 685 225 624 281 170 111
internal_count=2355 449 1906 227 222 1816 130 245 153 1571 363 1208 855 170 122 353 301 685 225 624 281 170 111
is_linear=0
shrinkage=0.00437319


Tree=29
num_leaves=16
num_cat=0
split_feature=4 2 12 42 147 14 13 14 0 2 4 12 0 4 12
split_gain=4836.96 1437.95 913.454 456.262 386.448 377.703 290.319 272.447 312.406 175.834 173.155 346.681 277.693 112.032 101.075
threshold=0.30163500000000004 0.14234000000000005 -0.011819999999999999 -0.0060199999999999993 0.088145000000000015 0.062655000000000016 -0.026884999999999996 -0.44847999999999993 -0.17785499999999996 0.12551500000000002 -0.37626499999999991 0.077755000000000005 -0.15135999999999997 0.032965000000000001 0.093225000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 -5 -2 -9 -10 14 12 -12 -13 -4
right_child=7 -3 4 6 -6 -7 -8 8 9 -11 11 13 -14 -15 -16
leaf_value=0.041207117903470113 0.023347383829278808 0.012704669382217497 0.052588204815703733 0.02999290495427796 0.025439139694163875 0.05643979453572933 0.011071529795788682 0.019934177530630343 0.0086322026993345333 -0.0052722150667104447 0.039844625770415067 0.042640064186684715 0.020499967037647018 0.037668096880236313 0.041842430077314793
leaf_weight=61 55 73 84 62 53 69 61 58 85 58 60 1269 53 199 55
leaf_count=61 55 73 84 62 53 69 61 58 85 58 60 1269 53 199 55
internal_value=0 0.0395529 0.0405202 0.0274385 0.0418269 0.0423124 0.0206097 0.0112043 0.00788125 0.00299219 0.0417456 0.0411661 0.0307721 0.0419661 0.0483368
internal_weight=0 2099 2026 184 1842 1789 123 256 201 143 1720 1581 113 1468 139
internal_count=2355 2099 2026 184 1842 1789 123 256 201 143 1720 1581 113 1468 139
is_linear=0
shrinkage=0.00615701


Tree=30
num_leaves=19
num_cat=0
split_feature=3 39 2 43 39 0 14 15 15 3 15 3 3 2 43 43 2 0
split_gain=2601.48 1500.79 560.241 526.652 462.717 327.942 293.782 283.581 252.742 207.614 125.444 97.6164 113.42 94.0878 79.0291 72.2733 16.7396 4.39698
threshold=0.30112000000000005 0.081875000000000017 0.10497000000000002 -0.040789999999999993 0.10076500000000001 -0.080689999999999984 0.076175000000000007 -0.097499999999999989 -0.076519999999999991 -0.11756999999999999 -0.10436999999999999 0.091170000000000015 -0.046989999999999997 0.091335000000000013 -0.085054999999999978 -0.0041999999999999997 0.087910000000000016 0.033830000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 14 7 9 -4 -7 16 -2 12 13 -11 -3 -10 -1 -17
right_child=10 3 5 -5 -6 8 -8 -9 15 11 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=0.017230973204853492 0.0052798262668774529 0.018351223900057573 0.020663095696487811 0.02482037208878873 -0.00057573133630221742 0.013836783775331098 0.034578881737742151 0.0072560533754217806 0.0215027781281843 0.026036011057275217 -0.004389487157903397 0.020565748167691279 0.030733589668688745 0.023081283690523327 0.011456048156732198 0.026193057339392849 0.020789693587819586 0.027980337666844261
leaf_weight=52 53 52 58 57 61 53 66 66 78 1023 52 75 84 266 87 57 52 54
leaf_count=52 53 52 58 57 61 53 66 66 78 1023 52 75 84 266 87 57 52 54
internal_value=0 0.0230169 0.0243197 0.0129596 0.0095791 0.0193773 0.0254376 0.0135275 0.0223746 0.0250489 0.000490764 0.0254825 0.025751 0.0254263 0.0140359 0.0247685 0.0190108 0.027063
internal_weight=0 2241 1984 257 200 366 1618 124 242 1552 105 1448 1373 1289 139 189 104 111
internal_count=2346 2241 1984 257 200 366 1618 124 242 1552 105 1448 1373 1289 139 189 104 111
is_linear=0
shrinkage=0.00442303


Tree=31
num_leaves=21
num_cat=0
split_feature=40 40 43 0 151 151 160 0 0 40 376 151 50 0 52 0 52 0 0 50
split_gain=2771.19 1316.45 513.497 767.284 520.997 551.381 465.143 347.225 386.842 214.896 190.774 146.588 123.288 103.301 60.4618 102.992 63.489 46.8106 35.7799 11.3873
threshold=-0.026419999999999996 1.0000000180025095e-35 -0.00059999999999999995 -0.014954999999999998 -0.00016499999999999997 0.0014250000000000003 0.075825000000000017 -0.15385999999999997 -0.10891999999999999 -0.087679999999999994 0.084985000000000019 -0.083274999999999988 -1.0000000180025095e-35 -0.071339999999999987 1.0000000180025095e-35 -0.095264999999999989 0.11483500000000001 -0.073574999999999988 -0.085719999999999977 0.085685000000000011
decision_type=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 12 11 7 9 -6 -9 -1 -11 -4 -2 -10 15 -14 18 -17 -16 -18
right_child=1 -3 4 -5 5 -7 -8 8 13 10 -12 -13 14 -15 16 17 19 -19 -20 -21
leaf_value=0.0088250618240380066 0.035633480640185539 0.016942077802409399 0.032145982509509466 0.024247757541502782 0.050661196769497374 0.023729575068281383 0.032698496647490014 0.026984104093811519 0.041798098095490351 0.025860963130523457 0.013427048611498887 0.021365175771524643 0.036445810106093386 0.037095564490110755 0.04698875157451609 0.043167864025893794 0.040766569462710574 0.039325315513282555 0.04375785265310668 0.043312042600840713
leaf_weight=54 63 65 66 60 62 59 63 65 277 72 52 58 80 195 157 431 122 95 182 68
leaf_count=54 63 65 66 60 62 59 63 65 277 72 52 58 80 195 157 431 122 95 182 68
internal_value=0 0.0388533 0.0395514 0.041508 0.0364039 0.0381564 0.021149 0.0395773 0.0382975 0.017061 0.0206472 0.0271038 0.0423724 0.0398554 0.0427464 0.0416783 0.0439699 0.042474 0.0452543 0.0416779
internal_weight=0 2105 2040 1258 782 658 241 599 537 178 124 124 1198 472 1135 606 529 526 339 190
internal_count=2346 2105 2040 1258 782 658 241 599 537 178 124 124 1198 472 1135 606 529 526 339 190
is_linear=0
shrinkage=0.00494543


Tree=32
num_leaves=15
num_cat=0
split_feature=30 147 48 123 51 1446 155 1186 43 42 48 47 156 480
split_gain=1038.05 767.696 622.742 319.954 218.37 171.658 139.146 143.067 113.265 90.0219 82.1468 108.627 67.0914 30.2539
threshold=0.086430000000000021 0.094075000000000006 0.093265000000000015 0.089295000000000013 0.090710000000000027 0.037915000000000011 0.080580000000000013 0.084100000000000022 -0.00059999999999999995 0.083865000000000009 0.11454000000000002 0.077555000000000013 0.10208000000000002 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 6 7 8 -1 -7 11 -4 -8 -11
right_child=-2 -3 4 -5 -6 9 12 -9 -10 13 -12 -13 -14 -15
leaf_value=0.027457674598536576 0.0021532085134578173 0.005306136828983842 0.018582110166081172 0.014330837774986605 0.011295460212269699 0.037625313065458632 0.035794304376482955 0.017835534711322529 0.02445786332150272 0.031438073132054448 0.016342772460053966 0.029072525367652643 0.02840791930134226 0.026420377077880478
leaf_weight=975 56 53 52 57 90 53 60 57 552 90 57 59 81 54
leaf_count=975 56 53 52 57 90 53 60 57 552 90 57 59 81 54
internal_value=0 0.0252035 0.0256749 0.0266826 0.0179451 0.0270489 0.0265145 0.0260661 0.0263733 0.0317278 0.0215071 0.0241586 0.0315515 0.0295568
internal_weight=0 2290 2237 1979 258 1922 1725 1584 1527 197 168 111 141 144
internal_count=2346 2290 2237 1979 258 1922 1725 1584 1527 197 168 111 141 144
is_linear=0
shrinkage=0.00528926


Tree=33
num_leaves=19
num_cat=0
split_feature=3 39 42 39 3 14 3 16 0 12 0 0 16 12 16 49 12 0
split_gain=1929.21 1037.2 609.73 300.623 293.593 259.255 244.717 420.583 174.221 121.308 119.991 157.382 68.9144 61.0995 53.9792 49.8252 43.9642 11.543
threshold=0.30112000000000005 0.081875000000000017 -0.0043149999999999994 0.10661000000000002 0.11745500000000002 0.076175000000000007 -0.11255999999999998 0.081265000000000018 -0.065489999999999979 0.095815000000000011 -0.12608499999999997 -0.23046999999999998 -0.034884999999999992 -0.041134999999999991 -0.034109999999999994 0.099620000000000014 0.10695000000000002 -0.086224999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 12 5 6 7 8 -1 10 11 -8 -4 -2 17 -12 -16 -11
right_child=13 2 3 -5 -6 -7 9 -9 -10 14 15 -13 -14 -15 16 -17 -18 -19
leaf_value=0.01557116717157951 0.0022718802202427186 0.026037196768150649 0.0075474748463277251 -0.0030705948015940249 0.011529154232340596 0.031204977947548167 0.024031331900587084 0.025243186863627181 0.0038887659973215146 0.019117621775375147 0.023609601595208918 0.012242643508717645 0.014295493702565026 -0.0053074905587146828 0.019269663138989021 0.019716908476359828 0.013560940737234293 0.021822540937195961
leaf_weight=80 52 52 83 54 71 70 54 83 52 52 1071 58 68 53 93 88 52 160
leaf_count=80 52 52 83 54 71 70 54 83 52 52 1071 58 68 53 93 88 52 160
internal_value=0 0.0202343 0.0108432 0.00698889 0.0214508 0.021819 0.0214625 0.01648 0.0109694 0.0221204 0.0228394 0.0179269 0.0105867 -0.00155339 0.0195606 0.0233141 0.0172228 0.0211593
internal_weight=0 2241 257 205 1984 1913 1843 215 132 1628 1271 112 151 105 357 1159 145 212
internal_count=2346 2241 257 205 1984 1913 1843 215 132 1628 1271 112 151 105 357 1159 145 212
is_linear=0
shrinkage=0.00496802


Tree=34
num_leaves=16
num_cat=0
split_feature=1 1 2 4 16 2 14 1420 151 40 2 151 42 2 16
split_gain=2736.54 506.369 386.37 285.855 200.714 192.079 185.072 98.0741 104.718 86.5035 93.401 73.0624 71.4674 69.6568 41.7237
threshold=0.11846000000000002 0.10124500000000002 0.15630500000000003 -0.17689999999999997 -0.016354999999999998 -0.0050599999999999994 0.062655000000000016 -0.063039999999999985 0.032230000000000009 -0.050459999999999998 0.089045000000000013 -1.0000000180025095e-35 0.085235000000000019 0.11891500000000001 -0.073494999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -3 11 -2 7 -1 9 -9 12 -5 -11 -7 -12
right_child=2 3 -4 4 -6 13 -8 8 -10 10 14 -13 -14 -15 -16
leaf_value=0.027724619479259454 -0.0034804326552092891 0.024457300067031524 -0.010613251289247779 0.010211701276715316 0.0048286795825925139 0.013155145663335489 0.029603610718688573 0.026675102829729409 0.012923413155892962 0.022612085432548074 0.020454084194876727 0.017836039201140508 0.019440154746992282 0.0054082269732512005 0.017545979918152436
leaf_weight=54 59 56 62 63 100 53 69 65 56 546 235 92 345 99 392
leaf_count=54 59 56 62 63 100 53 69 65 56 546 235 92 345 99 392
internal_value=0 0.0197166 0.00135242 0.0133019 0.0108519 0.00486868 0.0208488 0.0204919 0.0202536 0.0205129 0.020249 0.0147375 0.021384 0.00810984 0.018636
internal_weight=0 2073 273 311 255 211 1762 1693 1639 1583 1518 155 891 152 627
internal_count=2346 2073 273 311 255 211 1762 1693 1639 1583 1518 155 891 152 627
is_linear=0
shrinkage=0.00545233


Tree=35
num_leaves=24
num_cat=0
split_feature=1 1 12 15 1 12 457 4 2 16 49 39 15 12 13 49 48 484 15 4 15 12 12
split_gain=2393.44 613.573 486.516 217.423 178.708 264.386 211.65 178.537 111.396 103.167 84.4679 68.1341 54.7316 64.6922 48.708 37.1989 34.8496 32.5716 122.284 36.5711 31.7672 23.9527 10.6013
threshold=0.10491000000000002 0.13630500000000004 0.087245000000000003 -0.42443999999999993 0.089625000000000024 -0.013764999999999998 0.048350000000000011 0.036620000000000007 0.09857500000000001 -0.026164999999999997 -0.088434999999999986 0.087880000000000014 0.029300000000000003 0.085665000000000005 0.034905000000000012 0.10101500000000001 0.086950000000000013 0.068975000000000009 -0.0059299999999999986 -0.15238499999999996 -0.10981499999999998 0.092900000000000024 0.095815000000000011
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 9 -3 5 -1 12 -4 10 11 -7 -2 13 -6 15 22 17 19 -19 -12 -18 -14 -10
right_child=1 3 7 -5 6 8 -8 -9 14 -11 16 -13 21 -15 -16 -17 20 18 -20 -21 -22 -23 -24
leaf_value=0.027302201237228554 0.0079837113846340357 0.0029022823133898409 0.020817405745295076 -0.010066528231325263 0.0091872933552478112 0.023577753122702588 0.0039344133385346728 0.0093276749782260568 0.017734917018432883 -0.0015208863456038241 0.021441625361976947 0.00069298917954549921 0.019763281644190583 0.0154285517673359 0.0091916347125650319 0.011565254769358928 0.016951078003541176 0.018827327867954487 0.0089220296114221123 0.017296012515758963 0.011428588487334209 0.015329498182345856 0.014895128662299691
leaf_weight=62 94 54 66 90 75 52 57 76 62 92 60 52 54 103 54 69 54 82 54 772 55 78 78
leaf_count=62 94 54 66 90 75 52 57 76 62 92 60 52 54 103 54 69 54 82 54 772 55 78 78
internal_value=0 0.00377916 0.00718301 -0.00520285 0.0161721 0.0169764 0.0129852 0.0146684 0.0165165 0.00271673 0.0172143 0.00538739 0.0146493 0.0127991 0.0135205 0.0146387 0.016907 0.0172157 0.0148947 0.017595 0.014165 0.0171437 0.0161531
internal_weight=0 524 380 144 1821 1454 367 142 1392 238 1129 146 310 178 263 209 1077 968 136 832 109 132 140
internal_count=2345 524 380 144 1821 1454 367 142 1392 238 1129 146 310 178 263 209 1077 968 136 832 109 132 140
is_linear=0
shrinkage=0.00510982


Tree=36
num_leaves=23
num_cat=0
split_feature=1 3 1 14 47 124 52 1 3 15 3 3 3 15 15 15 3 0 15 13 15 3
split_gain=4810.91 1063.84 434.583 261.979 228.353 200.489 184.833 128.874 125.321 123.116 300.066 108.689 144.974 103.783 97.1043 91.5747 69.7178 62.714 18.8579 17.8618 9.26274 3.99366
threshold=0.10491000000000002 -0.06340999999999998 0.14787500000000001 0.062655000000000016 0.10019500000000002 -0.082254999999999981 -0.22243999999999997 0.12007000000000002 0.0025650000000000004 0.022565000000000005 -0.11756999999999999 0.092330000000000009 -0.029309999999999996 -0.086599999999999996 0.083455000000000015 -0.42443999999999993 -0.07928499999999998 -0.085719999999999977 0.11315500000000002 -0.016999999999999998 0.087575000000000014 -0.082224999999999979
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 6 4 5 7 -1 -2 8 -3 10 -7 12 16 -8 -11 -9 -12 19 20 21 -19 -16
right_child=1 2 -4 -5 -6 9 13 15 -10 14 11 -13 -14 -15 17 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0087900453156512723 0.017406243343604685 -0.0056064510118490115 -0.017034297937046229 0.026652967319704488 0.0069518807333685357 0.0082183530807498871 0.0027241507527151396 -0.0030424285406724597 0.0041071404051814756 0.025155727304085301 0.018030255149324579 0.011699105569171931 0.023459557246406249 0.011934996597765493 0.020717764447728125 -0.011869343650202127 0.014535700669144103 0.019067373407062098 0.015710189368199283 0.023352627904664081 0.017554723190210928 0.018900430920988052
leaf_weight=66 60 61 53 71 56 99 64 52 65 54 438 77 93 53 67 60 196 140 103 52 313 52
leaf_count=66 60 61 53 71 56 99 64 52 65 54 438 77 93 53 67 60 196 140 103 52 313 52
internal_value=0 0.000748791 -0.0042045 0.0174857 -0.00189147 0.0171138 0.0104598 -0.00397247 -0.000595059 0.01744 0.0162156 0.0172002 0.0177828 0.00689703 0.0188555 -0.0077716 0.01695 0.0183875 0.0175941 0.020967 0.0180223 0.0199241
internal_weight=0 524 347 1821 294 1750 177 238 126 1684 903 804 727 117 781 112 634 727 556 171 453 119
internal_count=2345 524 347 1821 294 1750 177 238 126 1684 903 804 727 117 781 112 634 727 556 171 453 119
is_linear=0
shrinkage=0.00486753


Tree=37
num_leaves=27
num_cat=0
split_feature=1 1 12 12 1 12 43 2 2 1 1 49 1 43 49 2 43 51 2 1 474 403 13 43 12 12
split_gain=10734.3 1675.17 1527.36 599.605 677.426 370.083 323.164 217.136 175.355 134.449 132.203 116.331 70.22 84.2616 53.6796 38.6578 37.4554 28.2771 56.4622 25.3407 17.8747 16.2811 12.6162 11.8993 10.8062 6.59336
threshold=0.10525000000000002 0.13554500000000003 0.087245000000000003 0.054520000000000006 0.087455000000000019 0.09141500000000001 -0.049364999999999992 0.15855000000000002 0.094955000000000025 0.11414000000000001 0.11726500000000001 0.10101500000000001 0.089275000000000007 -0.14726499999999995 -0.0055299999999999993 0.087675000000000017 -0.006474999999999999 -0.010724999999999998 0.095545000000000005 0.091615000000000016 0.082665000000000002 -0.098684999999999981 -0.092704999999999996 -0.031974999999999996 0.10397500000000003 0.096315000000000026
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=3 2 9 4 8 12 -6 -3 -1 14 -4 17 13 -5 -2 21 -11 -7 19 25 23 -15 -23 -17 -20 -19
right_child=1 7 10 5 6 11 -8 -9 -10 16 -12 -13 -14 15 -16 20 -18 18 24 -21 -22 22 -24 -25 -26 -27
leaf_value=0.10870747161842527 0.088225457260438567 0.077678725486921132 0.10178166192252988 0.1111172972729383 0.085959851737805168 0.10531900241811895 0.097485160015559291 0.068378710998871703 0.1003248531705678 0.077930661103948168 0.094402547596017794 0.098906732851562457 0.10297966919962151 0.10534214857976984 0.08325156970309272 0.10387943783072574 0.082331431244798373 0.10417143945392063 0.10197358876415645 0.10240462663899208 0.10698742659609121 0.10892557424860147 0.10698928136441183 0.10570592625511335 0.099957468122420387 0.10566422308918948
leaf_weight=75 63 97 82 55 52 84 95 54 64 54 57 98 79 76 58 118 54 112 100 98 62 56 373 92 63 74
leaf_count=75 63 97 82 55 52 84 95 54 64 54 57 98 79 76 58 118 54 112 100 98 62 56 373 92 63 74
internal_value=0 0.0847699 0.089044 0.103909 0.0989684 0.104826 0.0934085 0.0743532 0.104848 0.0831488 0.098756 0.102634 0.10634 0.106659 0.0858416 0.106344 0.0801314 0.103321 0.102946 0.103951 0.105206 0.106956 0.107242 0.10468 0.101195 0.104766
internal_weight=0 519 368 1826 286 1540 147 151 139 229 139 629 911 832 121 777 108 531 447 284 272 505 429 210 163 186
internal_count=2345 519 368 1826 286 1540 147 151 139 229 139 629 911 832 121 777 108 531 447 284 272 505 429 210 163 186
is_linear=0
shrinkage=0.00371349


Tree=38
num_leaves=30
num_cat=0
split_feature=1 2 12 14 1 15 1 0 15 15 12 15 43 51 12 13 15 12 43 43 12 403 12 15 403 0 2 13 42
split_gain=2806.81 634.503 473.779 173.523 156.433 144.912 207.927 251.18 141.32 171.837 112.726 105.918 90.2759 89.728 70.5512 69.3286 51.4273 38.3119 37.3134 30.9046 25.2866 17.6139 17.2021 13.2508 9.41366 8.79624 8.34179 7.32617 6.77557
threshold=0.10491000000000002 0.16730000000000003 0.087245000000000003 0.062655000000000016 0.11890000000000002 0.022565000000000005 0.088595000000000021 -0.098179999999999976 -0.084629999999999997 -0.019239999999999997 0.083785000000000012 -0.078179999999999986 -0.010064999999999999 -0.086159999999999987 0.085845000000000019 -0.053824999999999991 0.087010000000000018 0.083570000000000019 -0.083329999999999987 -0.026594999999999997 0.084595000000000017 -0.0041249999999999993 0.092150000000000024 0.11315500000000002 -0.085164999999999977 -0.081854999999999997 0.084855000000000014 -0.050754999999999995 0.090375000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 -4 6 11 -8 12 -10 -7 13 -2 -1 -9 18 21 -15 20 -17 -13 26 -19 24 27 -26 -12 -18 -20
right_child=1 -3 4 -5 -6 10 7 14 9 -11 16 15 -14 17 -16 19 23 22 28 -21 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.035098082347643569 0.009200294269405376 0.0013584775252678889 0.027681677384061881 0.03502394561997256 0.018470557501667199 0.035165121844062827 0.016763030441836014 0.0220957119293324 0.024446417160087188 0.012976016823248161 0.030437974757911161 0.031819091804208444 0.015294996196881601 0.032195354336286307 0.028596568561425218 0.021875936081220581 0.025975770190590844 0.028751236725461444 0.024755960943110694 0.025961424676139839 0.027627465252573796 0.032320471605092375 0.026140734882565193 0.026409974274332594 0.02971917321534423 0.028009496023747076 0.02827623261149154 0.028178659695587596 0.027035803899279783
leaf_weight=53 100 54 99 71 62 61 87 52 54 54 100 54 101 52 103 81 54 157 58 73 67 74 79 101 115 140 60 77 52
leaf_count=53 100 54 99 71 62 61 87 52 54 54 100 54 101 52 103 81 54 157 58 73 67 74 79 101 115 140 60 77 52
internal_value=0 0.0161163 0.0178118 0.028055 0.0241348 0.0277722 0.026596 0.0229459 0.0145171 0.0187117 0.0292282 0.0278126 0.012263 0.0296585 0.026416 0.0261776 0.0287258 0.0286574 0.0277538 0.0238129 0.0294985 0.0304794 0.0278776 0.0278831 0.0282685 0.0287807 0.0296276 0.027271 0.0258341
internal_weight=0 524 470 1821 161 1750 968 242 309 108 782 726 201 341 155 385 721 288 231 154 121 234 236 487 386 255 160 131 110
internal_count=2345 524 470 1821 161 1750 968 242 309 108 782 726 201 341 155 385 721 288 231 154 121 234 236 487 386 255 160 131 110
is_linear=0
shrinkage=0.00454559


Tree=39
num_leaves=17
num_cat=0
split_feature=4 2 15 52 0 15 2 4 0 15 4 16 16 0 15 4
split_gain=1715.36 693.265 276.079 275.028 262.665 706.634 295.053 163.201 509.994 121.606 138.076 114.522 100.013 88.2009 77.166 24.6232
threshold=0.27161500000000005 0.14721500000000001 -0.15614499999999998 0.044705000000000002 -0.13740499999999997 0.035560000000000008 0.10161500000000002 -0.17689999999999997 -0.045754999999999997 -0.42759999999999992 0.42405000000000009 0.0086100000000000013 -0.0019699999999999995 0.053930000000000006 -1.0000000180025095e-35 -0.49862999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 6 -4 13 11 -2 -11 12 -9 -6 -13 -15
right_child=3 -3 4 -5 7 -7 -8 8 -10 10 -12 14 -14 15 -16 -17
leaf_value=0.033823735221180588 0.013025108631557718 0.007958961302042324 0.018857165022814704 0.019289180212567321 0.032874537297397755 0.031453460397981525 0.00435191735568464 0.024752967975921882 0.0095057275601238486 0.0095938902696410741 -0.00040911203822772697 0.023162623601662189 0.030197801604082926 0.028065925229426806 0.017423098432965158 0.02365420085214949
leaf_weight=66 77 62 69 69 71 65 60 1121 54 76 54 230 83 66 70 52
leaf_count=66 77 62 69 69 71 65 60 1121 54 76 54 230 83 66 70 52
internal_value=0 0.0237141 0.0242008 0.011018 0.0238735 0.0185919 0.0121109 0.02446 0.0239506 0.00826076 0.0054384 0.0244692 0.0251284 0.0286591 0.0218236 0.0261222
internal_weight=0 2069 2007 276 1941 194 129 1747 1558 207 130 1504 1204 189 300 118
internal_count=2345 2069 2007 276 1941 194 129 1747 1558 207 130 1504 1204 189 300 118
is_linear=0
shrinkage=0.00478345


Tree=40
num_leaves=19
num_cat=0
split_feature=1 1 2 52 2 2 52 0 14 0 4 4 52 4 0 0 0 3
split_gain=5299.71 752.454 563.935 401.548 398.111 461.12 382.033 374.133 237.946 310.746 239.588 213.835 168.982 167.954 159.662 104.601 54.0113 54.1177
threshold=0.11670500000000002 0.10124500000000002 0.16394500000000004 -0.41304999999999997 -0.00097499999999999985 1.0000000180025095e-35 -0.043914999999999989 0.062580000000000011 0.062655000000000016 -0.13314999999999996 0.0082450000000000006 0.27287000000000006 -1.0000000180025095e-35 -0.49432999999999994 -0.082064999999999985 -0.079119999999999982 -0.10324499999999999 -0.063814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -3 -2 -6 -5 8 9 12 13 -8 -1 -11 -7 -15 -12 -18
right_child=2 3 -4 6 5 14 11 -9 -10 10 16 -13 -14 15 -16 -17 17 -19
leaf_value=0.012895080791915826 -0.0029518045536374889 0.028410874192570542 -0.0095382693605783365 0.0078188766846195926 0.022522105749936659 0.0011164230880555382 0.026722164417027412 0.01620731844154219 0.035552925531770488 0.035979788585654822 0.026297662084173029 0.014267105805592097 0.024509432918955812 0.028257380034574269 0.011156395598348991 0.025300293747985765 0.022974945721412024 0.017257614851392204
leaf_weight=54 63 63 53 93 52 69 60 77 65 52 62 61 56 894 70 372 116 53
leaf_count=54 63 63 53 93 52 69 60 77 65 52 62 61 56 894 70 372 116 53
internal_value=0 0.0252041 0.00435713 0.0180174 0.00725676 0.0106242 0.0149574 0.0263094 0.0267605 0.026416 0.0269562 0.0204436 0.0188083 0.0277275 0.00617288 0.0273885 0.0225554 0.0211822
internal_weight=0 2078 307 277 254 191 214 1801 1724 1659 1549 121 110 1318 139 1266 231 169
internal_count=2385 2078 307 277 254 191 214 1801 1724 1659 1549 121 110 1318 139 1266 231 169
is_linear=0
shrinkage=0.00468338


Tree=41
num_leaves=25
num_cat=0
split_feature=1 12 1 47 43 457 15 12 4 1 15 15 1 15 15 43 13 4 12 1452 4 48 42 13
split_gain=4682.99 773.427 726.026 528.973 306.758 457.722 238.202 129.045 120.14 99.4695 97.7564 96.1511 77.2231 75.9733 75.9238 50.7761 49.8388 128.872 23.4348 21.4343 27.5301 16.4756 15.2712 12.843
threshold=0.11670500000000002 0.054520000000000006 0.088595000000000021 0.085505000000000012 -0.077604999999999993 0.041935000000000007 -0.41606999999999994 0.089885000000000007 -0.011154999999999998 0.10455000000000002 -0.032264999999999995 -0.074959999999999985 0.09006500000000002 -0.47252999999999995 -0.040804999999999994 -0.11278499999999998 0.084330000000000016 -0.086369999999999988 0.10222500000000002 0.083330000000000015 0.046720000000000005 0.087695000000000009 0.10947000000000003 -0.076289999999999983
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 2 10 6 -4 9 13 12 11 -6 -1 -9 15 -2 -8 -3 17 -13 23 20 21 -17 -19 -10
right_child=3 7 4 -5 5 -7 14 8 18 -11 -12 16 -14 -15 -16 19 -18 22 -20 -21 -22 -23 -24 -25
leaf_value=0.033730737034758013 0.0070243955726476516 0.035046808598486738 0.012368204204190467 0.018595645179363171 0.030310059880833587 0.011283036338652411 -0.0021130163914334621 0.034893208900626277 0.028220680490678246 0.022306491413379242 0.027019357405506532 0.021627264994755438 0.025493946459375284 0.014262430196210476 0.0052211175364233623 0.030880331538554635 0.03137397530940593 0.02951772924551372 0.023965492320402015 0.033303591330159914 0.027368379085893745 0.028484192033366829 0.027405708737073133 0.025689940493668573
leaf_weight=74 54 52 98 92 65 52 53 52 63 53 91 52 53 55 53 580 103 247 95 52 52 60 88 96
leaf_count=74 54 52 98 92 65 52 53 52 63 53 91 52 53 55 53 580 103 247 95 52 52 60 88 96
internal_value=0 0.0280313 0.0228782 0.00990024 0.0184751 0.0219953 0.00617919 0.0293877 0.0281336 0.0267156 0.0300296 0.0292866 0.0305635 0.010677 0.00155361 0.030901 0.0286915 0.0279775 0.025673 0.0306112 0.0304088 0.0306558 0.0289631 0.026693
internal_weight=0 2078 433 307 268 170 215 1645 796 118 165 542 849 109 106 796 490 387 254 744 692 640 335 159
internal_count=2385 2078 433 307 268 170 215 1645 796 118 165 542 849 109 106 796 490 387 254 744 692 640 335 159
is_linear=0
shrinkage=0.00433316


Tree=42
num_leaves=13
num_cat=0
split_feature=4 3 376 147 0 4 0 0 3 3 49 12
split_gain=1498.77 433.715 274.965 201.841 158.477 202.439 211.703 157.318 131.193 107.778 107.707 98.5193
threshold=0.30163500000000004 0.25468500000000005 0.048375000000000008 1.0000000180025095e-35 0.12539500000000003 -0.26545999999999997 -0.04478999999999999 -0.10075499999999998 -0.0072299999999999994 0.12031000000000001 -0.014169999999999999 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 11 10 9 -9 -2 -7 -1
right_child=7 -3 -4 -5 -6 6 -8 8 -10 -11 -12 -13
leaf_value=0.033011754437770477 0.01843925412097365 0.007530476968146153 0.013688306232259478 0.014697831288457247 0.014290844354091758 0.019364114696303298 0.012745419897928134 0.0096328885563932154 -0.0002151940147189747 0.0085601949514282159 0.023494554915292509 0.024094293661126611
leaf_weight=75 54 52 91 78 52 179 52 78 61 58 1501 54
leaf_count=75 54 52 91 78 52 179 52 78 61 58 1501 54
internal_value=0 0.0218831 0.0222415 0.0226324 0.0229559 0.023198 0.022745 0.00888647 0.00531068 0.0133238 0.0230545 0.0292793
internal_weight=0 2134 2082 1991 1913 1861 1732 251 139 112 1680 129
internal_count=2385 2134 2082 1991 1913 1861 1732 251 139 112 1680 129
is_linear=0
shrinkage=0.00503082


Tree=43
num_leaves=15
num_cat=0
split_feature=1 49 4 457 14 124 1 132 16 4 43 475 1 4
split_gain=1552.18 307.53 308.463 219.382 185.73 213.422 166.072 141.973 235.489 133.341 72.7687 60.9083 60.7748 56.5329
threshold=0.11670500000000002 -0.045299999999999993 0.07252500000000002 0.10164000000000001 0.062655000000000016 -0.076779999999999987 0.098420000000000021 0.084605000000000014 -0.031434999999999998 -0.5093899999999999 -0.20207499999999998 0.001835 0.13301500000000002 0.50934500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 9 -9 -7 -11 -12 -4 -14
right_child=1 2 12 -5 -6 7 -8 8 -10 10 11 -13 13 -15
leaf_value=0.015211958075990148 -0.0027013747624227611 0.016374393216645407 0.0081947290194619299 0.0070812187981912234 0.022515339744037449 0.02264615444423099 0.0049020636607423141 0.016506035075193298 0.0058856196177141905 0.019881876295039215 0.01571930844683616 0.019790215747954493 0.0064749071709946588 0.00055387276851133114
leaf_weight=55 65 56 69 52 73 58 57 90 64 87 1473 69 52 65
leaf_count=55 65 56 69 52 73 58 57 90 64 87 1473 69 52 65
internal_value=0 0.00547101 0.00766626 0.0156659 0.0158863 0.0156384 0.00996536 0.0159836 0.0120926 0.0163387 0.0161141 0.0159015 0.00504421 0.00318583
internal_weight=0 307 242 2078 2026 1953 112 1841 154 1687 1629 1542 186 117
internal_count=2385 307 242 2078 2026 1953 112 1841 154 1687 1629 1542 186 117
is_linear=0
shrinkage=0.00423205


Tree=44
num_leaves=13
num_cat=0
split_feature=4 457 39 13 160 14 4 0 0 3 16 0
split_gain=752.689 300.675 152.231 159.077 126.88 124.133 135.249 430.597 129.561 121.959 92.8767 91.8844
threshold=0.30163500000000004 0.10823000000000001 0.10166000000000001 -0.16392499999999996 -0.077944999999999987 0.062655000000000016 -0.37626499999999991 -0.026509999999999995 -0.13314999999999996 -0.0072299999999999994 -0.48186499999999993 0.053930000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 11 8 -8 -6 -11 -5
right_child=4 -3 -4 5 9 -7 7 -9 -10 10 -12 -13
leaf_value=0.0067816865295055265 0.01058574445779553 0.002737333610452356 0.0061672196364018729 0.020240774648296659 0.0072376645944982479 0.018589632957784798 0.0088096024400102328 0.00085571082910323776 0.01327642019599717 0.0040390909795390223 -0.0033969616122743245 0.01398538455015096
leaf_weight=70 53 53 59 67 82 69 120 52 1543 63 53 101
leaf_count=70 53 53 59 67 82 69 120 52 1543 63 53 101
internal_value=0 0.0124754 0.0127234 0.0129147 0.00489642 0.0131346 0.0129347 0.0125873 0.0129541 0.00337329 0.000641203 0.0164804
internal_weight=0 2134 2081 2022 251 1952 1883 1715 1663 198 116 168
internal_count=2385 2134 2081 2022 251 1952 1883 1715 1663 198 116 168
is_linear=0
shrinkage=0.00413977


Tree=45
num_leaves=24
num_cat=0
split_feature=1 2 52 52 15 1 2 2 47 43 2 13 43 133 4 52 159 457 43 16 43 4 15
split_gain=2596.73 747.701 539.839 571.531 235.579 148.654 166.752 143.045 131.572 158.817 83.6696 72.0554 50.4319 46.4216 41.1711 45.2843 43.2852 36.3359 27.7931 27.3896 16.3137 13.1225 8.74412
threshold=0.10220000000000001 0.17000000000000001 -0.41304999999999997 0.12492500000000002 -0.15614499999999998 0.088415000000000007 0.098365000000000022 0.086065000000000016 1.0000000180025095e-35 -0.072864999999999985 0.11353000000000001 0.034905000000000012 -0.079584999999999975 0.048695000000000009 0.043850000000000007 0.40945500000000007 -0.013035 0.083190000000000014 -0.081694999999999976 -0.056919999999999991 0.0061450000000000003 -0.073714999999999989 -0.010414999999999999
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 -2 8 -1 6 14 18 9 13 -11 12 -8 -4 15 16 21 -18 -7 -14 22 -6 -20
right_child=1 -3 3 -5 5 7 11 -9 -10 10 -12 -13 19 -15 -16 -17 17 -19 20 -21 -22 -23 -24
leaf_value=0.03568103383160983 0.029386715860560748 -0.00068605756889730774 0.0044744168999419345 0.027805796198394683 0.032807114169825541 0.023060125548014135 0.028891034454606657 0.018509320852601589 0.018267779316473567 0.018140141373931898 0.011726900790946715 0.019565461055994691 0.026394226895905037 0.010439041937156526 0.025127869879212499 0.024635715216148598 0.028141667299305971 0.031646565123159422 0.025986532091608974 0.02256331031415058 0.024417466004782663 0.02980201043506326 0.028312302748782759
leaf_weight=66 70 53 54 69 65 65 66 76 89 78 97 54 67 57 79 58 730 69 59 98 56 60 85
leaf_count=66 70 53 54 69 65 65 66 76 89 78 97 54 67 57 79 58 730 69 59 98 56 60 85
internal_value=0 0.0157927 0.017492 0.0156166 0.027138 0.0268038 0.0274926 0.0240849 0.0133736 0.0118505 0.0145857 0.0243618 0.0254828 0.00753778 0.0283335 0.0285913 0.0288396 0.0284444 0.0256837 0.0241192 0.0265361 0.0313651 0.0273597
internal_weight=0 567 514 444 1753 1687 1346 341 375 286 175 285 231 111 1061 982 924 799 265 165 200 125 144
internal_count=2320 567 514 444 1753 1687 1346 341 375 286 175 285 231 111 1061 982 924 799 265 165 200 125 144
is_linear=0
shrinkage=0.00460821


Tree=46
num_leaves=11
num_cat=0
split_feature=10 9 40 448 14 0 14 47 151 457
split_gain=534.544 330.723 211.949 138.935 113.843 164.843 234.726 101.721 94.1381 88.0928
threshold=-0.15282499999999996 -0.070399999999999976 1.0000000180025095e-35 -0.013069999999999998 -1.0000000180025095e-35 -0.13010499999999997 0.054835000000000009 0.11635500000000001 -0.086029999999999981 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 8 9 -6 -7
right_child=1 2 -4 4 5 7 -8 -9 -10 -11
leaf_value=-0.0017978521694956397 0.0021984834322938008 0.0076213386072054934 0.0042319513792610647 0.018653473778748441 0.00205390971064086 0.013911930755430185 0.017878214716165061 0.0076747971236244819 0.0093649404295034541 0.019848220111374701
leaf_weight=54 60 85 55 92 52 1620 59 54 134 55
leaf_count=54 60 85 55 92 52 1620 59 54 134 55
internal_value=0 0.0128813 0.0131718 0.0134004 0.0136381 0.0134043 0.00986375 0.013906 0.00732126 0.0141069
internal_weight=0 2266 2206 2151 2066 1974 245 1729 186 1675
internal_count=2320 2266 2206 2151 2066 1974 245 1729 186 1675
is_linear=0
shrinkage=0.00461121


Tree=47
num_leaves=19
num_cat=0
split_feature=4 2 150 14 2 12 14 2 2 15 0 12 156 2 12 4 12 0
split_gain=3941.73 1386.93 934.261 470.034 522.092 342.736 203.435 271.161 134.259 111.291 244.597 123.889 98.6783 104.775 121.551 54.1965 52.5106 35.0929
threshold=0.30163500000000004 0.099675000000000014 0.081245000000000026 0.062655000000000016 -0.0091949999999999983 -0.013764999999999998 -0.41790499999999997 0.12454500000000002 0.10244500000000002 -0.14820999999999998 -0.11208499999999998 0.090310000000000015 0.092820000000000014 0.11366500000000002 0.099055000000000018 0.0082450000000000006 0.096370000000000025 -0.064804999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -3 -2 8 -8 -6 -11 15 13 16 -15 -12 -7 -13
right_child=6 2 -4 -5 9 12 7 -9 -10 10 11 17 -14 14 -16 -17 -18 -19
leaf_value=0.0068725948004973473 0.006176409645795195 0.0048533462289640401 -0.0027966392020235416 0.031982573684193077 0.026116220704914796 0.01911788759927005 -0.003472623824760151 -0.010150475841837132 0.005933486654192164 0.012553575630135866 0.021337876184000588 0.018658647313560515 0.021044198416011854 0.0062782911036202826 0.015232034639165557 0.016667667993041174 0.013977046578019075 0.015132076839976614
leaf_weight=66 59 71 81 59 52 93 67 72 55 95 762 421 56 52 72 53 69 65
leaf_count=66 59 71 81 59 52 93 67 72 55 95 762 421 56 52 72 53 69 65
internal_value=0 0.0175789 0.0110573 0.019627 0.0191455 0.0137745 -0.00107788 -0.00328432 0.000767445 0.0197048 0.019466 0.0199707 0.0156264 0.0145654 0.0114776 0.0210342 0.0169286 0.0181871
internal_weight=0 2067 494 1573 1514 413 253 194 122 1448 1396 1301 342 286 124 815 162 486
internal_count=2320 2067 494 1573 1514 413 253 194 122 1448 1396 1301 342 286 124 815 162 486
is_linear=0
shrinkage=0.00446153


Tree=48
num_leaves=26
num_cat=0
split_feature=1 155 3 39 2 2 3 1 12 12 11 16 13 12 3 12 16 3 1 2 2 12 16 43 43
split_gain=4291.78 882.869 644.424 380.264 422.528 337.183 295.163 180.723 184.171 133.792 106.704 81.8174 72.2542 67.7958 59.8144 51.4196 36.4184 25.6184 19.4592 17.9585 10.2723 9.82855 6.16739 3.51488 2.8297
threshold=0.10220000000000001 0.088610000000000008 0.31370500000000007 0.087880000000000014 0.10244500000000002 0.099675000000000014 0.088465000000000002 0.088985000000000022 0.086885000000000004 0.087435000000000013 1.0000000180025095e-35 -0.26987499999999992 -0.053049999999999993 0.094955000000000025 -0.10583499999999998 0.087765000000000024 -0.11010999999999999 -0.064294999999999977 0.085595000000000018 0.093565000000000023 0.11237500000000002 0.093840000000000021 -0.085514999999999994 -0.048514999999999996 -0.039409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 12 7 -6 10 -9 -7 14 -5 -2 -11 -1 16 -16 20 -18 22 -15 23 -17 -10 -21
right_child=1 -3 -4 11 6 9 -8 8 21 13 -12 -13 -14 17 15 19 18 -19 -20 24 -22 -23 -24 -25 -26
leaf_value=0.019017943867110709 0.021618733232511508 0.024551967292286345 -0.0078896592404092969 -0.0049624819535931449 -0.001197085857807391 0.012174167018823578 0.011893186877469283 0.012881170476991621 0.022124574360547523 0.023706045667188987 0.030186742652858898 0.0031407882196492474 0.013789580315557489 0.01755791696170405 0.028635266372609051 0.024323321516314625 0.024900883883531719 0.01491418006872967 0.02167978945547247 0.021788286987368725 0.020507525501205125 0.020857313257513912 0.022823378510493427 0.023873686249681628 0.020200784169174611
leaf_weight=62 53 60 89 54 90 83 82 73 56 69 69 73 66 56 62 109 486 52 52 62 63 92 191 62 54
leaf_count=62 53 60 89 54 90 83 82 73 56 69 69 73 66 56 62 109 486 52 52 62 63 92 191 62 54
internal_value=0 0.00644745 0.0043048 0.00690135 0.0100463 0.0222447 0.00504332 0.0232852 0.019712 0.0176382 0.0241667 -0.000304277 0.017277 0.0195276 0.0237813 0.024072 0.0250078 0.0178413 0.0245897 0.0227221 0.0191199 0.0220863 0.0233685 0.0230441 0.0210497
internal_weight=0 567 507 418 291 1753 172 1430 283 323 1147 127 119 240 1078 1016 600 171 538 416 119 210 300 118 116
internal_count=2320 567 507 418 291 1753 172 1430 283 323 1147 127 119 240 1078 1016 600 171 538 416 119 210 300 118 116
is_linear=0
shrinkage=0.00499111


Tree=49
num_leaves=23
num_cat=0
split_feature=1 3 10 2 4 132 1 3 39 3 2 0 4 1 3 4 52 16 52 16 0 133
split_gain=1208.93 336.744 274.559 171.674 145.535 141.428 107.228 130.865 88.455 81.5558 53.7261 52.7924 51.7732 40.4765 51.2349 35.5478 32.1943 78.5607 65.9669 30.4495 26.2265 8.7206
threshold=0.11695500000000002 0.11745500000000002 -0.012544999999999999 0.099675000000000014 0.41181500000000004 0.08518000000000002 0.088735000000000022 -0.053499999999999992 0.082810000000000009 -0.022604999999999997 0.11715500000000001 -0.13892999999999997 0.0063250000000000008 0.10647000000000001 -0.088714999999999988 0.51544000000000012 -0.53454499999999994 -0.0101 0.044705000000000002 0.39524000000000009 -0.079249999999999987 -0.0068049999999999994
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 3 -2 6 10 8 7 11 16 13 -4 -1 20 14 -8 -6 -5 18 -18 -19 -13 -16
right_child=2 -3 4 5 15 -7 9 -9 -10 -11 -12 12 -14 -15 21 -17 17 19 -20 -21 -22 -23
leaf_value=0.022568794612192439 -0.0081214107321389995 0.003595621756536156 0.014530932957223337 0.018629888139092103 -0.00071909520106133132 0.0041595720688862928 0.010052091139542292 0.023691691016068231 0.0079282545382230694 0.0095162953276650385 0.0065989574424775658 0.017595098623359125 0.012215198870100356 0.020149142349672911 0.017894974618107899 0.0052339720112625212 0.012328782727164792 0.0083021430729058356 0.020274224691329425 0.014037589415095643 0.015100092949365753 0.015320073433168028
leaf_weight=52 54 72 55 67 73 52 57 103 63 87 52 736 72 52 58 55 54 64 83 53 161 145
leaf_count=52 54 72 55 67 73 52 57 103 63 87 52 736 72 52 58 55 54 64 83 53 161 145
internal_value=0 0.0154752 0.00324971 0.0159118 0.0058629 0.0128169 0.0167977 0.0176821 0.0139891 0.0143063 0.0106767 0.0170758 0.0167809 0.0156417 0.01474 0.0018384 0.0151785 0.0142678 0.0171429 0.0109008 0.0171473 0.0160561
internal_weight=0 2031 289 1959 235 436 1523 1124 384 399 107 1021 969 312 260 128 321 254 137 117 897 203
internal_count=2320 2031 289 1959 235 436 1523 1124 384 399 107 1021 969 312 260 128 321 254 137 117 897 203
is_linear=0
shrinkage=0.00559262


Tree=50
num_leaves=23
num_cat=0
split_feature=1 2 155 2 2 2 2 11 2 1 1 13 13 49 1 159 133 484 484 13 51 13
split_gain=6336.65 1421.2 608.631 403.163 308.246 631.104 257.571 178.729 175.014 183.942 127.849 110.373 73.741 69.9867 68.7776 37.4076 36.2418 23.3571 24.7055 23.1724 17.195 4.31391
threshold=0.10124500000000002 0.12051500000000002 0.088610000000000008 0.11366500000000002 -1.0000000180025095e-35 0.10161500000000002 0.17000000000000001 1.0000000180025095e-35 0.089830000000000007 0.088595000000000021 0.12205500000000001 -1.0000000180025095e-35 -0.0074049999999999993 0.10101500000000001 0.094005000000000019 0.037030000000000007 0.0024650000000000006 0.090710000000000013 0.085225000000000009 -0.04009999999999999 -1.0000000180025095e-35 -0.06286499999999999
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 4 7 10 21 12 8 14 13 -2 -7 -3 15 17 20 -5 18 19 -1 -10 -6
right_child=1 6 -4 16 5 11 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.022808098312592603 0.0066885657418007368 -0.0032722370540525527 0.022929485539534011 0.012277313268457872 0.019544134540420532 0.00037669846178724908 -0.011631445321038813 0.028111405548987084 0.023291531129724898 0.012412260137186848 -0.0028412648298124332 0.0084911214385991057 0.003094456604094499 0.017140941117406282 0.019520240631416479 0.024405450546214937 0.016856148029405164 0.02603246437982713 0.020527679788420967 0.024261851476643212 0.02058920113342531 0.017774795294733203
leaf_weight=437 52 84 60 65 52 64 56 97 52 52 52 60 56 76 89 74 63 62 56 381 276 52
leaf_count=437 52 84 60 65 52 64 56 97 52 52 52 60 56 76 89 74 63 62 56 381 276 52
internal_value=0 0.00560746 0.0103321 0.0218803 0.00805529 0.0108522 -0.00384153 0.0224497 0.0220965 0.0200908 0.00192321 0.0043034 -0.000725232 0.020926 0.0231336 0.0216415 0.0145313 0.0234771 0.0232958 0.0234853 0.0210178 0.0186599
internal_weight=0 588 392 1780 332 228 196 1652 1555 530 104 124 140 478 1025 402 128 936 874 818 328 104
internal_count=2368 588 392 1780 332 228 196 1652 1555 530 104 124 140 478 1025 402 128 936 874 818 328 104
is_linear=0
shrinkage=0.00429773


Tree=51
num_leaves=23
num_cat=0
split_feature=1 3 2 15 52 3 2 3 2 2 2 159 52 52 472 158 3 52 42 1 43 133
split_gain=2606.1 724.783 298.664 290.269 185.78 185.023 136.662 124.66 110.093 156.855 50.339 92.6727 55.4465 72.0897 43.1106 45.4369 46.0882 39.0491 28.4232 24.5075 23.9641 16.4278
threshold=0.10141500000000002 -0.052614999999999995 0.14721500000000001 -0.085064999999999988 0.0043000000000000009 0.091170000000000015 0.095935000000000006 -0.011259999999999997 -1.0000000180025095e-35 0.10859000000000001 0.12131500000000002 0.018290000000000004 0.088785000000000017 -0.080064999999999983 -0.019179999999999999 0.07968500000000002 -0.12077499999999998 -0.063789999999999986 0.091090000000000018 0.089875000000000024 -0.025664999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 8 6 7 14 -3 -10 11 12 13 -8 -1 16 -16 -11 -5 -18 -14 -17
right_child=1 2 -4 18 -6 -7 10 -9 9 17 -12 -13 20 -15 15 21 19 -19 -20 -21 -22 -23
leaf_value=0.021098291860618266 0.0063269663550317105 -0.0012928250035366962 -0.0042685727898506172 0.017923679912670219 0.011463321736084527 0.010587716728658405 0.015823369825110636 0.022884473234916939 0.010853540303060473 -0.00041236091892148271 0.011470007166835217 0.020636318482206657 0.017971035117435585 0.0097113535741953794 0.013422414683638841 0.021270465792666466 0.017423500280733251 0.0045520537896044507 0.014002105814600515 0.015631476781312086 0.014354486817297981 0.018272277827497893
leaf_weight=52 79 66 77 83 61 81 65 76 55 52 64 52 77 70 62 55 838 59 53 159 55 77
leaf_count=52 79 66 77 83 61 81 65 76 55 52 64 52 77 70 62 55 838 59 53 159 55 77
internal_value=0 0.00659663 0.00305212 0.0126963 0.00497614 0.0167575 0.0170511 0.0176891 0.00327027 0.00508478 0.0148537 0.0155324 0.0145383 0.0126545 0.0173714 0.0172087 0.0169203 0.00222598 0.0163957 0.0171378 0.0164645 0.0195219
internal_weight=0 585 370 215 293 1783 1702 1319 232 166 383 319 267 135 1243 1191 1059 111 136 997 132 132
internal_count=2368 585 370 215 293 1783 1702 1319 232 166 383 319 267 135 1243 1191 1059 111 136 997 132 132
is_linear=0
shrinkage=0.00417726


Tree=52
num_leaves=20
num_cat=0
split_feature=1 3 2 2 2 52 14 15 150 15 4 15 2 2 0 4 15 43 52
split_gain=4084.38 1078.5 446.704 443.165 319.303 207.819 147.542 133.039 127.032 125.654 124.688 97.2652 86.0463 207.201 80.5295 110.811 75.9427 27.3771 27.211
threshold=0.10141500000000002 -0.052614999999999995 0.11444000000000001 0.14492000000000002 0.11366500000000002 0.0043000000000000009 0.062655000000000016 -0.032264999999999995 0.09487000000000001 -0.14899999999999999 -0.013125 1.0000000180025095e-35 -1.0000000180025095e-35 0.10859000000000001 -0.10891999999999999 0.018150000000000003 0.084050000000000014 0.0054600000000000004 -0.063789999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 5 6 12 8 -6 9 -1 -2 14 -3 -14 -11 -16 -13 -18 -15
right_child=1 3 -4 -5 7 -7 -8 -9 -10 11 -12 16 13 18 15 -17 17 -19 -20
leaf_value=0.023294589856550339 0.019161167402445146 -0.0024692322697618466 0.0021700452024147857 -0.0073997711136087468 0.01494348265021664 0.009584339650574281 0.023157023615090675 0.0068933472028064411 0.012848245932764265 0.01212854836700146 0.012135522769793577 0.021698015766155772 0.0091075416492834224 -0.0023593249969260069 0.017250721400242617 0.012418953924253984 0.018111550966806934 0.0162560185983089 0.001605424924974925
leaf_weight=54 70 66 55 81 63 60 65 65 103 73 90 82 55 52 495 87 534 162 56
leaf_count=54 70 66 55 81 63 60 65 65 103 73 90 82 55 52 495 87 534 162 56
internal_value=0 0.00484403 0.011874 0.000758922 0.0168624 0.00304576 0.0173269 0.0108559 0.0170885 0.0173822 0.0152095 0.0171594 0.00133241 0.00287199 0.0160382 0.0165285 0.0181033 0.0176797 -0.000303139
internal_weight=0 585 215 370 1783 289 1655 128 1590 1487 160 1433 229 163 655 582 778 696 108
internal_count=2368 585 215 370 1783 289 1655 128 1590 1487 160 1433 229 163 655 582 778 696 108
is_linear=0
shrinkage=0.00394676


Tree=53
num_leaves=20
num_cat=0
split_feature=1 3 15 3 3 13 3 0 4 1419 0 3 0 159 1 51 42 52 13
split_gain=1810.12 517.296 208.524 200.536 234.234 225.262 160.539 166.946 100.031 80.0643 114.978 100.131 60.4278 47.3756 43.0307 24.7958 24.4417 14.1671 34.681
threshold=0.10141500000000002 -0.052614999999999995 -0.085064999999999988 0.31534000000000006 0.077930000000000013 -0.0083549999999999978 0.091170000000000015 -0.14989499999999997 0.0071200000000000005 0.083440000000000014 0.036480000000000005 -0.057369999999999997 -0.17106499999999999 0.08351500000000002 0.11771500000000001 0.07955000000000001 0.091090000000000018 0.038145000000000005 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 14 7 -1 9 10 11 15 -6 17 -3 -9 -4 18 -10
right_child=1 3 16 -5 12 -7 -8 8 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.023718510253639156 0.0049020089448719535 0.0072235365717057713 0.017704647732577027 -0.0066843540904866156 0.0045379229888929673 -0.0092499241031345734 0.0087189837402685908 0.016675511444586209 0.0079146632413431336 0.022981455761000049 0.0098024329468298158 0.023293895326405977 0.012143440244206091 0.017294697304862001 0.00062697800340912936 0.014271704500526094 0.013026667351750915 0.013854165588098511 0.013524146525398385
leaf_weight=87 79 53 83 72 52 59 81 1048 68 55 73 64 72 53 62 141 53 53 60
leaf_count=87 79 53 83 72 52 59 81 1048 68 55 73 64 72 53 62 141 53 53 60
internal_value=0 0.00521776 0.0118478 0.00136502 0.00331003 -0.00071213 0.016113 0.0164649 0.0160741 0.0166248 0.0163611 0.0167432 0.00895449 0.0128235 0.00366763 0.0163905 0.015882 0.011514 0.0105446
internal_weight=0 585 215 370 298 174 1783 1702 1615 1381 1326 1253 124 234 115 1189 136 181 128
internal_count=2368 585 215 370 298 174 1783 1702 1615 1381 1326 1253 124 234 115 1189 136 181 128
is_linear=0
shrinkage=0.00537452


Tree=54
num_leaves=18
num_cat=0
split_feature=2 15 2 376 13 150 15 11 2 2 15 2 15 2 1429 13 2
split_gain=2942.25 1205.12 659.123 531.662 375.316 333.997 171.613 149.77 144.101 135.146 114.115 145.974 113.689 58.9302 54.5033 37.7105 32.1646
threshold=0.11353000000000001 -0.2987999999999999 0.17000000000000001 0.048375000000000008 -0.09057999999999998 0.11213000000000002 -0.086599999999999996 1.0000000180025095e-35 0.091250000000000012 0.095935000000000006 -0.013969999999999998 0.10527500000000002 -0.029334999999999996 0.074875000000000011 0.08401500000000002 -0.088494999999999976 0.10364000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -2 7 -6 8 13 -9 11 -10 -8 15 -15 -3 -12
right_child=2 3 -4 -5 6 -7 12 9 10 -11 16 -13 -14 14 -16 -17 -18
leaf_value=-0.0046475339088331751 -0.0051511093056443415 0.010892866821627685 -0.013601908227131913 0.0029071838854464165 0.0011247271294408203 0.0050736634797075601 0.013764543996295881 0.024407370127532021 0.012864804815972169 0.01498367096951642 0.014147633476503893 0.0047307407346866993 0.005309250590635901 0.016993248964729674 0.012587235039034124 0.015007234331924994 0.018229601413725354
leaf_weight=71 92 53 62 79 97 68 60 70 157 58 179 65 74 689 64 378 52
leaf_count=71 92 53 62 79 97 68 60 70 157 58 179 65 74 689 64 378 52
internal_value=0 0.0138146 2.76243e-05 0.0145002 0.00264397 0.0149998 0.00574872 0.0153822 0.0150104 0.0201376 0.0128207 0.0104834 0.00909557 0.0158481 0.0166188 0.0145014 0.0150667
internal_weight=0 1983 385 1912 323 1833 231 1765 1637 128 453 222 134 1184 753 431 231
internal_count=2368 1983 385 1912 323 1833 231 1765 1637 128 453 222 134 1184 753 431 231
is_linear=0
shrinkage=0.0045638


Tree=55
num_leaves=13
num_cat=0
split_feature=4 3 2 15 124 15 0 15 16 52 3 4
split_gain=1275.28 639.296 303.291 180.018 163.76 161.531 127.045 334.291 99.8851 96.1072 112.905 66.6491
threshold=0.30163500000000004 0.30112000000000005 0.14307 -0.42443999999999993 -0.082254999999999981 -0.15614499999999998 -0.13314999999999996 0.0056700000000000006 -0.51433499999999988 -0.56226999999999994 -0.10237999999999998 0.51400500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 -6 7 -7 -5 -8 -11 -2
right_child=3 -3 -4 8 5 6 9 -9 -10 10 -12 -13
leaf_value=0.0062208654580449873 0.0083439110477649785 -0.004537907395410541 0.0003904078695013926 -0.00038443539025602213 0.021454327771407447 0.0020476164462756886 0.019640039783906365 0.017191521232539846 -0.0094195115538260009 0.0088520148378384341 0.013299944436308879 0.00099675336206731966
leaf_weight=97 54 59 53 70 55 90 55 63 56 161 1474 75
leaf_count=97 54 59 53 70 55 90 55 63 56 161 1474 75
internal_value=0 0.0118242 0.0122956 -0.00011381 0.0126118 0.0129384 0.0126842 0.00828369 -0.00440045 0.0130826 0.012862 0.00407273
internal_weight=0 2107 2048 255 1995 1898 1843 153 126 1690 1635 129
internal_count=2362 2107 2048 255 1995 1898 1843 153 126 1690 1635 129
is_linear=0
shrinkage=0.00504195


Tree=56
num_leaves=27
num_cat=0
split_feature=1 2 1 12 3 3 12 47 15 15 1 0 2 12 0 12 11 3 1455 13 12 47 481 3 0 15
split_gain=958.262 294.432 202.549 121.677 159.95 190.904 100.142 90.5567 99.1199 86.2294 84.8815 116.841 77.3851 58.4534 42.9384 41.9101 30.9265 27.7026 20.3664 36.4681 20.1093 14.9273 13.2511 11.7877 7.43737 7.02644
threshold=0.11695500000000002 0.099325000000000011 0.14846500000000004 0.087435000000000013 -0.011259999999999997 0.11745500000000002 -0.029844999999999997 0.085505000000000012 -0.42759999999999992 -0.15614499999999998 0.083250000000000005 -0.12608499999999997 -0.0050599999999999994 0.087675000000000017 -0.071519999999999986 0.10508500000000001 0.078065000000000009 -0.064674999999999983 0.084305000000000005 -1.0000000180025095e-35 0.094955000000000025 0.094825000000000007 -0.085474999999999982 -0.096749999999999989 -0.080434999999999993 -0.039984999999999993
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 9 7 4 -3 6 -6 8 -2 -1 13 -12 -13 18 23 16 20 21 19 22 -5 -14 -11 -15 -25 -17
right_child=2 3 -4 15 5 -7 -8 -9 -10 10 11 12 17 14 -16 25 -18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.01858460047098516 0.0050545420676788282 -0.0025301395924685593 -0.009400608734580004 0.012082767922455776 0.006196131967545683 -0.00093267477908724815 0.016800626953357031 0.0074673058828342133 -0.0034387823079641651 0.016113429068380338 0.003132357304659415 0.0056672517137576414 0.011799383340672586 0.01406324448879707 0.0064443320408536326 0.0054436251916506421 0.014627115223020477 0.015486551246994941 0.010532411231511656 0.018167285442928775 0.0077361200031018356 0.0087770771353446481 0.013219782891001373 0.011864129560191474 0.010040166916667996 0.0082309363000074402
leaf_weight=55 70 71 53 57 52 55 53 71 96 53 66 71 266 54 52 53 53 53 53 57 70 59 401 219 95 54
leaf_count=55 70 71 53 57 52 55 53 71 96 53 66 71 266 54 52 53 53 53 53 57 70 59 401 219 95 54
internal_value=0 0.0107265 0.000191667 0.00718223 0.00424951 0.00725834 0.0115494 0.00233702 0.000142391 0.0119078 0.0116628 0.00987692 0.0108682 0.0125974 0.0110637 0.0095425 0.0111422 0.0118449 0.0137395 0.014072 0.00968743 0.0112509 0.0135577 0.0117163 0.0113125 0.00685085
internal_weight=0 2072 290 518 231 160 105 237 166 1554 1499 515 449 984 420 287 180 378 564 511 127 325 454 368 314 107
internal_count=2362 2072 290 518 231 160 105 237 166 1554 1499 515 449 984 420 287 180 378 564 511 127 325 454 368 314 107
is_linear=0
shrinkage=0.00542787


Tree=57
num_leaves=13
num_cat=0
split_feature=15 447 10 0 1420 48 52 150 49 484 15 12
split_gain=379.819 274.708 158.521 113.925 107.513 97.8029 130.445 126.659 74.8984 70.5693 58.4748 101.134
threshold=-0.2987999999999999 0.089095000000000021 -1.0000000180025095e-35 -0.071519999999999986 -0.082399999999999987 0.082225000000000006 -0.090234999999999996 0.081245000000000026 0.12001000000000002 -1.0000000180025095e-35 -0.10436999999999999 -0.007389999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 8 -7 9 10 -8 -6 -12
right_child=1 -3 4 -5 5 6 7 -9 -10 -11 11 -13
leaf_value=0.0044930172745659509 0.0013999376030805254 -0.0020611582471009261 0.014857423164118193 -0.0034539221296309959 0.013798169353447154 0.010914559555592217 0.011111061000369139 -0.00056671402001078519 0.0031684782186502786 0.004645410700695427 0.0022069599100654489 0.0088904120127604874
leaf_weight=80 85 68 58 96 55 94 56 91 59 151 57 1412
leaf_count=80 85 68 58 96 55 94 56 91 59 151 57 1412
internal_value=0 0.00766873 0.00798115 0.000158025 0.00825628 0.0080624 0.00586257 0.00426881 0.00860711 0.00639483 0.00881763 0.00863112
internal_weight=0 2186 2118 176 2033 1975 392 298 1583 207 1524 1469
internal_count=2362 2186 2118 176 2033 1975 392 298 1583 207 1524 1469
is_linear=0
shrinkage=0.00491831


Tree=58
num_leaves=23
num_cat=0
split_feature=2 2 2 12 2 12 151 16 14 16 16 15 15 42 15 133 16 16 2 12 12 133
split_gain=3419.62 1827.47 741.017 494.714 465.641 334.275 310.776 180.201 120.083 88.6586 96.7801 88.3431 102.343 55.2313 50.9412 63.3338 42.5224 41.8087 16.8633 9.8835 8.05692 3.77599
threshold=0.11366500000000002 -1.0000000180025095e-35 0.15630500000000003 0.088845000000000021 0.099325000000000011 -0.011819999999999999 -0.0093999999999999986 0.15737500000000001 0.062655000000000016 0.51783000000000012 -0.0087049999999999992 0.022565000000000005 -0.0070899999999999991 0.088345000000000021 -0.14820999999999998 0.047025000000000004 -0.019164999999999998 -0.083879999999999996 0.088095000000000021 0.090255000000000016 0.093840000000000021 -0.0084449999999999994
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 5 3 17 8 -1 -6 -5 11 10 19 12 14 16 -3 -16 18 -2 -13 -8 21 -15
right_child=2 4 -4 7 6 -7 9 -9 -10 -11 -12 13 -14 20 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0028176332945799906 0.0043560640872252606 0.024787240677802722 -0.0026417794629018322 0.011759121035889797 0.0088114660240049599 0.013883951147515979 0.020685215540161631 0.020432187813573196 0.027195625054013042 0.022487894812704239 0.014289684636516895 0.023278640954952284 0.017252378514487337 0.022468811598729006 0.019840568921419596 0.022285473534921735 0.026233425311403175 0.0080530857593584873 0.021274643538076773 0.018470182564356074 0.020312649807483693 0.021287611812124272
leaf_weight=87 88 53 76 73 55 67 57 61 56 61 83 317 101 59 318 274 62 82 72 56 91 113
leaf_count=87 88 53 76 73 55 67 57 61 56 61 83 317 101 59 318 274 62 82 72 56 91 113
internal_value=0 0.0199514 0.00775729 0.0103572 0.0209892 0.00763246 0.0168461 0.0157076 0.0218419 0.0185654 0.0173444 0.0216365 0.0207398 0.0225734 0.0212858 0.0209722 0.0233651 0.00613957 0.0229078 0.0195879 0.0212156 0.021693
internal_weight=0 1982 380 304 1828 154 312 134 1516 257 196 1460 746 714 645 592 451 170 389 113 263 172
internal_count=2362 1982 380 304 1828 154 312 134 1516 257 196 1460 746 714 645 592 451 170 389 113 263 172
is_linear=0
shrinkage=0.00372357


Tree=59
num_leaves=21
num_cat=0
split_feature=1 1 457 124 159 10 0 43 14 52 52 12 16 0 12 457 12 1 0 49
split_gain=725.02 188.144 160.516 167.522 130.653 121.069 82.444 92.3031 56.5064 51.1329 37.9346 34.6379 33.8683 75.1996 62.8739 34.8379 33.4101 32.1291 28.9181 24.4536
threshold=0.12337000000000002 0.090485000000000024 0.079590000000000008 -0.079269999999999993 0.086110000000000006 -1.0000000180025095e-35 -0.032619999999999989 -0.033174999999999989 0.076975000000000002 -0.082354999999999984 0.40438500000000005 0.088435000000000014 -0.14483499999999996 -0.10324499999999999 0.087045000000000025 0.035070000000000011 0.093535000000000021 0.14310500000000001 -0.075914999999999996 0.090140000000000012
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 6 3 -3 9 -2 8 -8 12 16 11 -11 14 -14 -1 19 -5 18 -7 -15
right_child=5 2 -4 4 -6 17 7 -9 -10 10 -12 -13 13 15 -16 -17 -18 -19 -20 -21
leaf_value=0.01800563901298817 -0.0077518897217634568 0.00023317144008838761 -0.00012577075755434189 0.016200148722703121 0.0019843466815832522 9.6863892245120558e-05 0.00060238369224738058 0.010400374233987217 0.016594081451755126 0.004813886707434825 0.012941063974655618 0.0095601862263466897 0.0041674027593195445 0.010836270368697391 0.0096168615693870262 0.01436081151638219 0.010439831408118275 -0.0020547222628624832 0.0056965439112108699 0.0085983911278040802
leaf_weight=53 60 74 87 64 66 53 53 68 52 71 62 145 57 903 58 76 61 55 62 182
leaf_count=53 60 74 87 64 66 53 53 68 52 71 62 145 57 903 58 76 61 55 62 182
internal_value=0 0.0094443 0.00689139 0.00801579 0.00924363 -0.00095541 0.0105151 0.00610918 0.010901 0.0104323 0.00910244 0.00800034 0.0106783 0.0104099 0.0136228 0.0107163 0.0133896 0.001443 0.00311634 0.0104609
internal_weight=0 2132 630 543 469 230 1502 121 1381 403 278 216 1329 1218 111 1161 125 170 115 1085
internal_count=2362 2132 630 543 469 230 1502 121 1381 403 278 216 1329 1218 111 1161 125 170 115 1085
is_linear=0
shrinkage=0.00556511


Tree=60
num_leaves=28
num_cat=0
split_feature=4 12 150 43 13 12 14 11 157 43 13 4 40 4 4 12 4 13 13 15 13 160 15 12 12 43 4
split_gain=3164.35 1187.08 807.411 594.094 349.349 271.26 256.272 133.929 112.52 110.673 119.452 100.582 89.0396 87.1118 53.8533 49.4596 23.3738 43.3665 18.3621 20.1719 16.7892 15.946 11.735 10.9041 9.2568 8.35559 2.68919
threshold=0.30163500000000004 0.054520000000000006 0.091105000000000005 -0.031974999999999996 -0.065824999999999981 0.095780000000000018 -0.42214499999999994 1.0000000180025095e-35 -0.029304999999999998 -0.073959999999999984 -0.036584999999999993 -0.019794999999999997 -0.079179999999999987 -0.011809999999999999 -0.049744999999999991 0.086795000000000011 -0.013929999999999998 -0.078934999999999991 -0.049744999999999991 0.094425000000000023 -0.091769999999999977 -0.0056949999999999995 0.084715000000000013 0.08401500000000002 0.10321000000000001 -0.013384999999999999 0.036620000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 7 -2 15 -7 -8 -11 -6 -1 14 18 20 21 26 -10 -20 -3 -17 -23 -22 -15 -25 -18
right_child=6 5 -4 4 11 8 9 -9 13 10 -12 -13 -14 24 -16 16 17 -19 19 -21 23 22 -24 25 -26 -27 -28
leaf_value=0.013854825433785481 0.013586146173122596 0.022842046315077115 0.0021796422891092733 0.012943672683619884 0.028218208471284548 0.015159641976682131 -0.00022264691295531243 0.029009647003811104 0.020222419478762341 0.002629549349086911 0.010333055997315302 0.022006709807630497 0.0071105530965143195 0.020128216362774391 0.026251588288702055 0.022119490893815468 0.024011043526479592 0.019994029522005484 0.024414700653148276 0.020972478421956514 0.026336778466136718 0.025104060153245275 0.023567921425555079 0.024267267441583938 0.018097185812866037 0.025783454716017614 0.022834561132990226
leaf_weight=79 64 56 61 53 74 55 59 85 76 66 63 96 52 60 55 89 82 93 58 52 100 112 286 176 92 89 54
leaf_count=79 64 56 61 53 74 55 59 85 76 66 63 96 52 60 55 89 82 93 58 52 100 112 286 176 92 89 54
internal_value=0 0.0216812 0.0156247 0.0179414 0.0219143 0.0231863 0.00667045 0.0241628 0.0205224 0.00431594 0.00639206 0.0247108 0.011178 0.0212728 0.0227697 0.0238005 0.0231597 0.0221026 0.0217398 0.0227879 0.0248901 0.0236567 0.0240003 0.0252042 0.0188992 0.0247766 0.0235442
internal_weight=0 2085 415 354 223 1670 252 1222 448 188 129 170 131 393 241 1137 716 229 186 110 421 487 398 365 152 265 136
internal_count=2337 2085 415 354 223 1670 252 1222 448 188 129 170 131 393 241 1137 716 229 186 110 421 487 398 365 152 265 136
is_linear=0
shrinkage=0.00400108


Tree=61
num_leaves=16
num_cat=0
split_feature=4 2 15 150 15 2 4 12 4 4 43 2 12 4 4
split_gain=587.227 361.581 189.237 146.969 190.974 185.265 109.961 87.6516 72.2092 120.11 64.6209 59.5149 59.2367 23.7126 22.1558
threshold=0.30163500000000004 0.14721500000000001 -0.42443999999999993 0.082965000000000025 -0.15614499999999998 0.10161500000000002 0.51286500000000013 -0.083994999999999986 -0.21586499999999997 -0.11205499999999999 -0.085474999999999982 0.093565000000000023 0.093765000000000015 0.41939500000000002 -0.004004999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 10 -2 -6 12 -10 -5 -11 -9 -4 -12
right_child=2 -3 13 5 7 -7 -8 8 9 11 14 -13 -14 -15 -16
leaf_value=0.016709650410984107 0.0094931060453496696 -0.0030337711946605062 -0.0019158062783296685 0.011470822727136818 0.0034507136690743964 -0.001814850893856679 0.00099958480947290058 0.014155206430378358 0.0019688352399099525 0.0093579207771446911 0.0073971919198946804 0.0071879185543340246 0.0080058748375792087 -0.006231881487484125 0.0032981987137708532
leaf_weight=66 53 61 59 59 68 63 88 95 58 1079 61 368 53 52 54
leaf_count=66 53 61 59 59 68 63 88 95 58 1079 61 368 53 52 54
internal_value=0 0.00813916 0.000610944 0.00847592 0.00893306 0.00502879 0.00419254 0.0086348 0.00884803 0.00854262 0.00750695 0.00880608 0.0119534 -0.0039382 0.00547288
internal_weight=0 2085 252 2024 1787 237 141 1721 1653 1505 174 1447 148 111 115
internal_count=2337 2085 252 2024 1787 237 141 1721 1653 1505 174 1447 148 111 115
is_linear=0
shrinkage=0.00465801


Tree=62
num_leaves=25
num_cat=0
split_feature=4 12 13 12 4 51 16 4 12 11 43 13 4 12 43 0 133 16 4 43 43 43 133 0
split_gain=5185.5 1803.11 721.849 514.448 360.544 339.344 307.039 269.806 159.389 140.327 113.01 220.468 71.7834 56.7963 32.7752 28.6705 30.0953 26.4313 24.3168 18.8735 18.0329 15.8467 6.81551 3.71995
threshold=0.30163500000000004 0.054520000000000006 -1.0000000180025095e-35 0.095780000000000018 -0.21586499999999997 0.089455000000000021 -0.0088649999999999996 -0.0058549999999999991 0.11769500000000001 1.0000000180025095e-35 -0.077044999999999988 -0.08533499999999998 -0.064209999999999989 0.091255000000000017 -0.06656999999999999 -0.10120999999999998 0.089270000000000002 0.064610000000000015 -0.010549999999999999 0.0066850000000000008 0.043850000000000007 0.0061450000000000003 0.11588000000000002 -0.083069999999999991
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 2 5 9 -4 7 -6 -1 12 13 -2 -12 20 15 -14 -3 21 18 22 -16 -5 -17 -15 -18
right_child=10 3 4 8 6 -7 -8 -9 -10 -11 11 -13 14 17 19 16 23 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.073037415814333248 0.064524166612834208 0.08764730532756046 0.092665683542716884 0.089547605931514285 0.086388105083009384 0.066343886508374139 0.07532154058467648 0.083466086650803933 0.080472993424734754 0.095055389073147672 0.065583371852173444 0.074061679359051905 0.086725304325480077 0.090535213623214997 0.082132859713321071 0.091126234144619733 0.088197999312652473 0.086086911070542088 0.086983613522149825 0.085256795942351013 0.086761670547587766 0.089235881727905086 0.088767476380458635 0.089571444972716185
leaf_weight=81 68 53 63 98 88 52 64 67 78 85 81 103 100 93 58 607 65 59 62 59 55 76 55 67
leaf_count=81 68 53 63 98 88 52 64 67 78 85 81 103 100 93 58 607 65 59 62 59 55 76 55 67
internal_value=0 0.0872131 0.0800458 0.0889942 0.0849337 0.0747911 0.0817288 0.0777588 0.0854711 0.0902858 0.0687632 0.0703296 0.0865246 0.0899292 0.0850989 0.0904092 0.0905888 0.08838 0.0890241 0.0837085 0.0885464 0.0909159 0.0898786 0.0888954
internal_weight=0 2085 415 1670 215 200 152 148 448 1222 252 184 370 1137 217 868 815 269 210 117 153 683 148 132
internal_count=2337 2085 415 1670 215 200 152 148 448 1222 252 184 370 1137 217 868 815 269 210 117 153 683 148 132
is_linear=0
shrinkage=0.00384151


Tree=63
num_leaves=26
num_cat=0
split_feature=1 124 15 16 2 2 1 1 475 2 156 49 15 12 15 42 1 15 1429 2 12 15 42 16 42
split_gain=7919.74 1129.93 879.657 983.654 401.088 353.187 242.68 224.572 150.173 112.096 104.202 105.912 90.5533 77.124 82.7753 70.1372 66.6688 59.9407 57.07 54.7765 42.711 17.4705 15.5694 13.4358 10.1307
threshold=0.10525000000000002 -1.0000000180025095e-35 -0.25061999999999995 0.27776000000000006 0.10515500000000001 0.091335000000000013 0.088860000000000008 0.12958500000000003 -0.079029999999999975 0.14307 1.0000000180025095e-35 -0.012404999999999998 0.088315000000000018 0.11628000000000001 0.029300000000000003 0.083120000000000013 0.14566000000000004 -0.077809999999999976 0.084770000000000012 0.087610000000000007 0.082165000000000016 -0.030229999999999996 0.090040000000000023 -0.0092499999999999978 0.088775000000000007
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=1 -1 7 4 -4 6 18 -2 -7 17 11 -10 15 14 -13 -8 -9 -6 19 20 -3 -21 -14 -23 -22
right_child=2 5 3 -5 9 8 12 16 10 -11 -12 13 22 -15 -16 -17 -18 -19 -20 21 24 23 -24 -25 -26
leaf_value=0.071169345454887858 0.066292589236895197 0.090777358222965579 0.074939020642446508 0.083517466136693613 0.063944610249722048 0.088058922387755215 0.077484296951167403 0.060556890326960301 0.076727062649449423 0.060205989313307146 0.086924935037325179 0.081439704369019705 0.086445368325424723 0.078038613544288454 0.08499914839037577 0.083526050864335719 0.054694746542140758 0.069185857814151777 0.083461380639720167 0.084588377342938337 0.087917074147508698 0.085931095046255415 0.083950650846503244 0.088285250460174561 0.086374911217985642
leaf_weight=85 70 72 78 72 57 67 54 56 55 52 57 238 61 54 147 53 52 65 53 85 439 105 86 52 72
leaf_count=85 70 72 78 72 57 67 54 56 55 52 57 238 61 54 147 53 52 65 53 85 439 105 86 52 72
internal_value=0 0.084413 0.0677434 0.0713929 0.0679286 0.0850563 0.0862915 0.0611004 0.0827936 0.0647857 0.0821533 0.0816027 0.0830869 0.0822134 0.0827989 0.0804773 0.0577347 0.0667374 0.0872185 0.0874598 0.08808 0.0859657 0.0849861 0.0867111 0.0876999
internal_weight=0 1835 502 324 252 1750 1132 178 618 174 551 494 254 439 385 107 108 122 878 825 583 242 147 157 511
internal_count=2337 1835 502 324 252 1750 1132 178 618 174 551 494 254 439 385 107 108 122 878 825 583 242 147 157 511
is_linear=0
shrinkage=0.00371875


Tree=64
num_leaves=27
num_cat=0
split_feature=1 52 1 123 12 12 1 10 4 4 1 1 12 12 16 13 48 133 13 16 13 16 4 43 43 133
split_gain=8516.86 1432.17 914.114 736.243 463.627 230.383 218.962 194.822 167.637 146.351 117.978 227.978 148.41 98.7166 85.9668 43.791 35.4871 36.6933 32.0212 47.0509 22.1277 16.6843 20.5377 12.8663 36.2207 7.89668
threshold=0.10525000000000002 -0.40011499999999994 0.12419000000000001 1.0000000180025095e-35 0.088105000000000003 0.09159500000000001 0.089790000000000023 -1.0000000180025095e-35 -0.0072499999999999995 0.41181500000000004 0.073870000000000005 0.085605000000000014 0.077755000000000005 0.085665000000000005 -0.0093349999999999978 -0.0031999999999999993 0.089830000000000007 0.087720000000000006 0.084330000000000016 0.064610000000000015 -0.011559999999999999 -0.073494999999999991 -0.052894999999999991 0.035255000000000009 -0.073404999999999984 0.024130000000000002
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=3 -2 4 5 14 6 10 -4 18 -9 12 -12 -1 -8 15 -3 17 -14 19 21 -13 25 -23 24 -10 -7
right_child=1 2 7 -5 -6 8 13 9 23 -11 11 20 16 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.027357581380760828 0.032590174198297642 0.014336149720402402 0.0022230515972560282 0.021185171955842897 0.025386437338127638 0.033923697274935945 0.026309484065701313 0.01410338729743198 0.029010517168916113 0.0069095998670479688 0.040078721685894082 0.034151972383001397 0.034337368777938915 0.032193184986942271 0.010833435647252245 0.018732225599381966 0.031029909570555844 0.032418224423443158 0.033695772463491286 0.028626200561188961 0.031108044401913407 0.030166564190679909 0.032923502596238184 0.029050171820187966 0.025168964466520824 0.032050207073934231
leaf_weight=52 54 63 59 79 73 57 75 61 62 87 101 74 485 70 52 53 63 172 88 68 52 96 54 64 63 60
leaf_count=52 54 63 59 79 73 57 75 61 62 87 101 74 485 70 52 53 63 172 88 68 52 96 54 64 63 60
internal_value=0 0.0152695 0.0131816 0.0318184 0.0178948 0.0322967 0.0332403 0.0076941 0.0305329 0.00987486 0.0338339 0.036092 0.0331699 0.0291502 0.0146393 0.016345 0.0335896 0.033835 0.031779 0.0312754 0.0328961 0.03195 0.0311593 0.0277438 0.0270747 0.0329633
internal_weight=0 502 448 1835 241 1756 1144 207 612 148 999 227 772 145 168 116 720 657 423 335 126 267 150 189 125 117
internal_count=2337 502 448 1835 241 1756 1144 207 612 148 999 227 772 145 168 116 720 657 423 335 126 267 150 189 125 117
is_linear=0
shrinkage=0.00356013


Tree=65
num_leaves=21
num_cat=0
split_feature=1 4 131 1 14 15 124 15 13 133 1429 13 133 151 15 52 15 13 133 13
split_gain=1215.57 329.22 291.36 261.716 130.267 126.893 126.702 76.9371 67.3939 126.194 69.3492 50.3478 45.458 45.4969 53.4754 39.7931 36.2448 22.7998 9.052 8.42978
threshold=0.10508500000000001 -0.34140499999999996 0.07635500000000002 0.12337000000000002 0.062655000000000016 -0.41606999999999994 -0.080389999999999989 -0.097499999999999989 0.034905000000000012 -0.0011249999999999999 0.084770000000000012 -1.0000000180025095e-35 0.11899000000000001 0.009020000000000002 -0.14765999999999999 -0.013014999999999999 -0.082674999999999985 0.15927500000000003 0.26667500000000005 -0.050754999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 6 -5 -1 -3 10 -10 12 -9 13 14 -8 -11 -4 -17 -14 -20
right_child=1 2 16 5 -6 -7 8 11 9 15 -12 -13 18 -15 -16 17 -18 -19 19 -21
leaf_value=0.023702538969178073 0.034531804145746824 0.02593498401441955 0.024514438470277414 0.018055069145875197 0.038249071365568724 0.0080450377268477032 0.037813110628289959 0.015412861139934984 0.02130273881626122 0.033954381744501425 0.027198452582058576 0.022769202237972755 0.027697002199695647 0.02747094600415638 0.032344392570598832 0.026159894157723261 0.030589198880445177 0.031189726317376706 0.028813090338444466 0.031386916582577244
leaf_weight=66 53 83 52 66 74 81 54 54 53 68 93 53 52 52 1091 52 62 52 64 88
leaf_count=66 53 83 52 66 74 81 54 54 53 68 93 53 52 52 1091 52 62 52 64 88
internal_value=0 0.0218984 0.0204137 0.0179085 0.03128 0.0125397 0.0309911 0.022062 0.0312709 0.0285346 0.0316829 0.0190572 0.0319805 0.0323795 0.0326024 0.0307627 0.0278188 0.0286754 0.0296394 0.0303036
internal_weight=0 504 451 337 1859 147 1785 190 1719 225 1494 107 1401 1197 1145 172 114 104 204 152
internal_count=2363 504 451 337 1859 147 1785 190 1719 225 1494 107 1401 1197 1145 172 114 104 204 152
is_linear=0
shrinkage=0.00535781


Tree=66
num_leaves=22
num_cat=0
split_feature=4 2 124 14 15 15 403 2 2 4 133 43 4 4 15 158 2 2 43 4 52
split_gain=1498.27 435.862 298.846 164.053 123.056 153.357 121.309 113.834 113.32 111.176 110.752 108.923 63.2551 58.4278 30.9823 13.8355 11.1522 10.4331 8.75339 3.51598 2.61985
threshold=0.27287000000000006 0.13880500000000004 -0.043384999999999993 -0.44847999999999993 0.029300000000000003 -0.14068999999999995 -0.081224999999999992 0.13443000000000002 -1.0000000180025095e-35 -0.14538499999999996 0.047025000000000004 -0.08423499999999999 -0.0047649999999999993 0.024315000000000003 0.087720000000000006 0.077000000000000013 0.084825000000000025 0.088435000000000014 -0.082144999999999982 -0.085574999999999984 0.08623500000000002
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 2 12 -2 5 17 -7 8 -5 -6 11 -8 -1 -12 16 18 19 -4 -16 -11 -18
right_child=3 -3 4 7 9 6 10 -9 -10 14 13 -13 -14 -15 15 -17 20 -19 -20 -21 -22
leaf_value=0.018379058518277251 0.023075617602186956 0.017617136739171434 0.034286995636179804 0.01192885162832738 0.036044778234747193 0.020863744838277958 0.021347689053387298 0.009430910474264316 0.020134409419467175 0.032320826281002843 0.030571410464915891 0.027147497119113469 0.025051786515678291 0.02565496624748791 0.027353359167193742 0.031053192191073289 0.030525608049288114 0.031460700997658908 0.02899376915905609 0.030968207916281808 0.029149299654136145
leaf_weight=64 60 79 52 57 58 58 76 60 84 74 263 467 52 60 80 58 53 55 398 89 66
leaf_count=64 60 79 52 57 58 58 76 60 84 74 263 467 52 60 80 58 53 55 398 89 66
internal_value=0 0.0279657 0.0283698 0.0165585 0.0287955 0.0277435 0.0271539 0.0146129 0.0168176 0.0300336 0.0275751 0.0263358 0.0213707 0.0296583 0.0296073 0.028972 0.0308148 0.0328347 0.0287193 0.0315826 0.0297627
internal_weight=0 2102 2023 261 1907 1031 924 201 141 876 866 543 116 323 818 536 282 107 478 163 119
internal_count=2363 2102 2023 261 1907 1031 924 201 141 876 866 543 116 323 818 536 282 107 478 163 119
is_linear=0
shrinkage=0.00449024


Tree=67
num_leaves=27
num_cat=0
split_feature=1 4 484 3 3 3 3 12 3 1 3 51 4 4 1 48 12 15 1 12 48 15 12 402 403 15
split_gain=955.899 374.605 212.144 179.246 102.459 159.87 92.7866 93.4995 69.5603 67.3432 81.6529 56.71 51.6314 68.2125 40.3034 36.2806 24.6708 24.5404 23.3056 61.8087 23.5735 15.1506 9.5532 7.29015 6.16468 5.63009
threshold=0.10124500000000002 -0.37626499999999991 -1.0000000180025095e-35 -0.055389999999999988 1.0000000180025095e-35 0.31370500000000007 0.091170000000000015 0.09141500000000001 -0.10032499999999998 0.089275000000000007 -0.07385499999999999 -0.090859999999999982 -0.097514999999999977 -0.0070549999999999996 0.11414000000000001 0.085510000000000017 -0.013764999999999998 -0.030229999999999996 0.073870000000000005 0.085665000000000005 0.087695000000000009 -0.074054999999999996 0.095330000000000012 0.0064150000000000014 -0.072624999999999981 -0.069404999999999981
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=6 -2 -3 8 15 14 7 9 -4 10 11 -1 -9 21 -6 -5 -12 -11 20 -20 -13 -14 -15 24 -23 -24
right_child=1 2 3 4 5 -7 -8 12 -10 17 16 18 13 22 -16 -17 -18 -19 19 -21 -22 23 25 -25 -26 -27
leaf_value=0.020095904608440594 0.026773875949420808 0.023990744529060005 0.015241606701454878 0.0062474784528047424 0.020543212605694021 0.0088057652284222205 0.018991065548295813 0.018018235846804669 0.021979159218252945 0.019549831740961407 0.03130629692208186 0.024949467022229218 0.026423510673616649 0.022019852016546829 0.015061784117225337 0.011489499835065444 0.026895555645479505 0.023661259534992717 0.030559284789276598 0.024305099035724403 0.021977764031438921 0.024286184684522583 0.020589970245375004 0.025155137308097712 0.022718764221325873 0.018436055783608293
leaf_weight=56 73 56 67 62 58 73 88 54 71 66 54 599 52 53 63 57 61 65 58 92 67 90 58 59 158 53
leaf_count=56 73 56 67 62 58 73 88 54 71 66 54 599 52 53 63 57 61 65 58 92 67 90 58 59 158 53
internal_value=0 0.0167337 0.015288 0.0142073 0.0122226 0.014347 0.0237395 0.023986 0.0187084 0.0247862 0.0252103 0.0247148 0.0224354 0.0228914 0.0176897 0.00875879 0.0289671 0.0215902 0.0250317 0.0267237 0.0246506 0.0240492 0.0203566 0.0236468 0.0232878 0.019562
internal_weight=0 580 507 451 313 194 1783 1695 138 1118 987 872 577 523 121 119 115 131 816 150 666 359 164 307 248 111
internal_count=2363 580 507 451 313 194 1783 1695 138 1118 987 872 577 523 121 119 115 131 816 150 666 359 164 307 248 111
is_linear=0
shrinkage=0.00474008


Tree=68
num_leaves=24
num_cat=0
split_feature=1 4 47 52 14 1 47 14 15 4 1 160 4 4 42 159 151 52 157 402 133 52 160
split_gain=661.248 263.922 172.315 195.923 122.55 106.348 101.039 95.3714 94.1433 65.7708 91.963 64.1102 128.377 48.7211 44.9341 36.4506 40.1628 28.56 19.0662 18.8398 16.9193 8.68611 2.80625
threshold=0.10141500000000002 -0.34140499999999996 0.083875000000000019 0.12371000000000001 -0.42214499999999994 0.13752500000000004 0.11893500000000001 0.062655000000000016 -0.091734999999999983 0.018150000000000003 1.0000000180025095e-35 -0.079594999999999985 -0.085994999999999988 0.17982000000000001 0.081180000000000016 0.030370000000000005 -0.084699999999999984 -0.074099999999999985 -0.0066899999999999989 0.086055000000000006 0.093255000000000018 0.11614000000000001 -0.089549999999999991
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=7 -2 3 4 -3 8 -4 9 -6 11 13 12 -1 20 -14 16 -13 -10 -18 -20 -11 22 -16
right_child=1 2 6 -5 5 -7 -8 -9 17 10 -12 15 14 -15 21 -17 18 -19 19 -21 -22 -23 -24
leaf_value=0.011627443304475358 0.022724042311014062 0.016655155966795121 0.02140746224734176 0.019668655038647932 0.0052217663802941973 0.0021642889371926129 0.012647984082051795 0.025858565880511955 0.014687112254621203 0.019114540897456192 0.012046170271553308 0.016853092768874922 0.016615598281538402 0.02332802958546764 0.022634640172848428 0.023948924580535033 0.023363063551346173 0.010246235629406072 0.020535194889929855 0.022417846609804597 0.015674640839291331 0.019977389308967825 0.021136656046676444
leaf_weight=52 78 52 78 57 67 52 53 73 64 98 52 57 73 54 64 100 81 76 710 156 53 103 60
leaf_count=52 78 52 78 57 67 52 53 73 64 98 52 57 73 54 64 100 81 76 710 156 53 103 60
internal_value=0 0.0143523 0.0130436 0.0113275 0.00979861 0.0084218 0.017864 0.0203783 0.00999349 0.0201447 0.0178609 0.0205478 0.018728 0.0193356 0.0199586 0.021128 0.020847 0.0122767 0.0210873 0.0208744 0.0179075 0.0210334 0.0219102
internal_weight=0 577 499 368 311 259 131 1786 207 1713 257 1456 352 205 300 1104 1004 140 947 866 151 227 124
internal_count=2363 577 499 368 311 259 131 1786 207 1713 257 1456 352 205 300 1104 1004 140 947 866 151 227 124
is_linear=0
shrinkage=0.00489345


Tree=69
num_leaves=15
num_cat=0
split_feature=3 39 15 3 15 14 3 52 133 12 15 130 42 13
split_gain=2938.36 1849.91 529.926 424.277 240.88 210.324 203.92 473.884 202.079 162.146 81.0511 65.8913 40.9473 19.4491
threshold=0.30112000000000005 0.081875000000000017 -0.37478999999999996 0.11372500000000001 -0.25061999999999995 0.076175000000000007 -0.12077499999999998 -0.16195999999999997 0.087245000000000003 0.095330000000000012 -0.086599999999999996 -0.079354999999999981 0.11964500000000002 0.039845000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 6 7 -4 10 11 -6 -8 -11 -9
right_child=-2 4 3 -5 8 -7 9 13 -10 12 -12 -13 -14 -15
leaf_value=0.014171932051674298 0.00063241762413499003 0.006500316404143244 0.032901360628874256 0.016687431149603651 0.023824517013304996 0.035977507645767064 0.024537727778959934 0.015047321982665913 0.0092588876095296823 0.026378120258062583 0.016122398526484994 0.029370183813051638 0.02231139262154231 0.019016558908480703
leaf_weight=63 102 69 64 71 60 70 63 53 53 318 56 1206 63 52
leaf_count=63 102 69 64 71 60 70 63 53 53 318 56 1206 63 52
internal_value=0 0.0258826 0.0273103 0.0277326 0.0137467 0.0281477 0.0278464 0.0230305 0.016705 0.0283396 0.0201067 0.0291303 0.0257058 0.0170135
internal_weight=0 2261 2023 1960 238 1889 1819 169 169 1650 116 1269 381 105
internal_count=2363 2261 2023 1960 238 1889 1819 169 169 1650 116 1269 381 105
is_linear=0
shrinkage=0.00460173


Tree=70
num_leaves=27
num_cat=0
split_feature=1 1 1 12 12 11 2 0 4 43 1429 0 43 159 49 4 4 4 0 12 4 2 133 2 4 42
split_gain=3175.95 637.688 405.528 465.73 398.237 208.479 167.971 139.962 130.723 85.2691 68.1672 62.239 53.5159 46.8137 35.9607 38.0115 33.5828 28.6061 73.0023 23.3622 23.3493 22.445 18.4364 7.87026 7.27734 6.4623
threshold=0.10752500000000002 0.13630500000000004 0.090485000000000024 -0.007389999999999999 0.086885000000000004 0.074925000000000005 0.091335000000000013 -0.10653 0.03851000000000001 -0.024279999999999996 0.084690000000000015 -0.065794999999999979 -0.076834999999999987 0.08457000000000002 0.091885000000000008 -0.045299999999999993 0.0017200000000000002 -0.15805499999999997 -0.073999999999999996 0.088635000000000005 -0.085574999999999984 0.11736500000000001 0.087720000000000006 0.084245000000000014 -0.014319999999999998 0.08975000000000001
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 5 -4 9 6 10 -5 -6 -2 16 -3 19 14 15 -14 20 -9 25 -8 23 -11 -22 -1 -21 -19
right_child=1 11 3 7 8 -7 12 17 -10 21 -12 -13 13 -15 -16 -17 -18 18 -20 24 22 -23 -24 -25 -26 -27
leaf_value=0.029473319559921995 0.007336683055321023 0.005923323945951648 0.0097301254203106691 0.016439818050278762 0.026902071739388137 0.033049687848308085 0.027862825406000113 0.027361407233425984 0.016730787793499256 0.015639414594397084 0.022026316813224187 -0.00051571993675126053 0.024021157525805092 0.026095420053756212 0.018911116888329128 0.019631122284036896 0.030132933582966013 0.026501977023819932 0.01903102306734334 0.025368705560050227 0.026746910048496084 0.011342439012169688 0.024702428391432708 0.027458409914401318 0.023241320420856266 0.02438828591030593
leaf_weight=71 91 59 71 57 54 84 57 60 56 53 63 73 131 58 83 64 71 70 53 72 477 53 121 108 70 59
leaf_count=71 91 59 71 57 54 84 57 60 56 53 63 73 131 58 83 64 71 70 53 72 477 53 121 108 70 59
internal_value=0 0.0109324 0.0248473 0.0204663 0.0146173 0.0259067 0.0254917 0.0230155 0.0217244 0.0106486 0.0267099 0.00236196 0.0234173 0.0222812 0.0214852 0.0225806 0.0270578 0.0245642 0.0236417 0.0253353 0.0267767 0.0134914 0.0263333 0.0282579 0.0243203 0.0255356
internal_weight=0 439 1900 370 307 1530 1446 299 110 197 911 132 535 336 278 195 848 242 182 199 777 106 598 179 142 129
internal_count=2339 439 1900 370 307 1530 1446 299 110 197 911 132 535 336 278 195 848 242 182 199 777 106 598 179 142 129
is_linear=0
shrinkage=0.0046626


Tree=71
num_leaves=22
num_cat=0
split_feature=1 4 47 47 3 3 16 11 3 13 16 15 40 133 49 16 51 47 4 13 3
split_gain=998.887 384.108 264.325 162.26 117.75 142.497 94.8401 94.6409 119.89 61.1973 57.939 52.5609 47.6437 37.7056 33.2858 30.2719 22.3574 12.6166 9.09563 7.64471 6.67264
threshold=0.092655000000000015 -0.03463999999999999 0.082095000000000015 0.10980000000000002 0.09037000000000002 -0.036004999999999988 -0.0088649999999999996 0.075910000000000019 -0.12077499999999998 -0.089899999999999994 0.39524000000000009 0.08597500000000001 -0.075219999999999981 0.092120000000000021 0.096010000000000012 -0.029084999999999996 0.020580000000000005 1.0000000180025095e-35 -0.084824999999999984 -0.078734999999999986 -0.011259999999999997
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=4 10 6 -4 5 7 9 8 -1 -3 11 -2 -11 16 18 -7 17 -10 -15 -18 -14
right_child=1 2 3 -5 -6 15 -8 -9 13 12 -12 -13 20 14 -16 -17 19 -19 -20 -21 -22
leaf_value=0.010296105282818158 0.010687911397049554 0.0053448319974403911 0.018723993008880203 0.009633200143828324 0.011040996275407999 0.019640190782040524 0.0030451911664883527 0.021568184193947272 0.017764640371798725 0.0068132771397942044 0.018996757871818711 0.016299488689233629 0.010441401019467181 0.017973107691774241 0.012905079049666082 0.024093716602727033 0.016643263224730878 0.015845078315243885 0.01591860945416073 0.014299463883931428 0.012639938195514575
leaf_weight=55 52 97 69 85 60 57 95 81 792 68 75 86 55 54 69 62 55 73 192 54 53
leaf_count=55 52 97 69 85 60 57 95 81 792 68 75 86 55 54 69 62 55 73 192 54 53
internal_value=0 0.0108962 0.00886264 0.0137067 0.0170953 0.0173305 0.0068354 0.0169438 0.016665 0.00815416 0.0158797 0.0141853 0.00970222 0.0169368 0.015611 0.0219609 0.0173655 0.0176027 0.0163698 0.0154825 0.0115207
internal_weight=0 735 522 154 1604 1544 368 1425 1344 273 213 138 176 1289 315 119 974 865 246 109 108
internal_count=2339 735 522 154 1604 1544 368 1425 1344 273 213 138 176 1289 315 119 974 865 246 109 108
is_linear=0
shrinkage=0.00440332


Tree=72
num_leaves=22
num_cat=0
split_feature=1 1 4 52 15 158 0 150 4 13 1 13 15 15 52 0 16 51 16 0 0
split_gain=693.415 264.317 187.018 109.555 104.983 78.5822 77.8782 75.5067 72.8818 68.7348 57.0356 67.2926 63.2101 52.8218 47.2 46.43 35.7165 24.9342 27.4213 22.8142 19.3164
threshold=0.098370000000000027 0.13630500000000004 -0.033449999999999987 0.12492500000000002 -0.40992999999999996 0.07968500000000002 0.062580000000000011 0.10081500000000002 0.032965000000000001 -0.036584999999999993 0.090485000000000024 -0.097984999999999989 0.089705000000000021 -0.091604999999999978 -0.036264999999999992 -0.0042749999999999993 -0.34140499999999996 0.11178000000000002 0.0063750000000000013 -0.085719999999999977 -0.093384999999999982
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 15 7 -3 6 8 13 10 19 11 -1 -12 14 -4 -2 -10 18 -13 -7 -18
right_child=1 4 3 -5 -6 9 -8 -9 16 -11 12 17 -14 -15 -16 -17 20 -19 -20 -21 -22
leaf_value=0.021723128849478159 0.019471358425249566 0.0075722553696614551 0.0042071533372532366 0.016104572905684324 -0.0013658250623611152 0.018531877001063606 0.0097907957191834573 0.0031328466816486441 0.015893438525262406 0.022770070683149866 0.0095329466692984401 0.016811557036764888 0.016082173049025855 0.012780622008182066 0.0099726164936309192 0.013516668378980808 0.0090230737270962629 0.013260093152968626 0.014681138720215606 0.0142243682564328 0.013161730716176453
leaf_weight=59 66 71 57 53 61 70 57 57 57 72 65 850 85 82 94 65 58 66 184 55 55
leaf_count=59 66 71 57 53 61 70 57 57 57 72 65 850 85 82 94 65 58 66 184 55 55
internal_value=0 0.00969585 0.0114375 0.0094973 0.00344137 0.0159062 0.015525 0.00828958 0.0157459 0.0188788 0.0161458 0.0165213 0.0132445 0.00955086 0.0077966 0.0165171 0.0126663 0.0162422 0.0164325 0.016637 0.0110379
internal_weight=0 606 474 343 132 1733 1536 290 1479 197 1309 1159 150 233 151 131 170 1100 1034 125 113
internal_count=2339 606 474 343 132 1733 1536 290 1479 197 1309 1159 150 233 151 131 170 1100 1034 125 113
is_linear=0
shrinkage=0.00499715


Tree=73
num_leaves=24
num_cat=0
split_feature=1 1 1 12 12 12 43 15 1 12 43 43 16 15 43 43 16 52 43 51 15 16 16
split_gain=2625.25 445.057 317.776 368.589 279.826 172.59 161.726 118.059 79.9219 57.4062 56.8816 50.4592 46.6624 36.8534 32.6694 26.4231 29.4358 21.591 19.523 18.8487 16.3337 12.3887 10.7948
threshold=0.10932500000000002 0.13630500000000004 0.090485000000000024 0.085665000000000005 0.086885000000000004 0.09159500000000001 -0.011584999999999998 -0.14798499999999998 0.14787500000000001 0.11721500000000001 -0.14839499999999997 -0.024279999999999996 0.0063750000000000013 -0.094924999999999995 -0.07027499999999999 0.0061450000000000003 -0.082389999999999977 0.26391000000000003 -0.13868499999999997 -1.0000000180025095e-35 -0.062284999999999993 -0.080344999999999986 -0.071044999999999983
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 4 5 6 11 7 -4 -1 -3 12 -9 -2 18 -12 -14 17 -17 -15 -7 -5 -20 -22 -21
right_child=1 8 3 19 -6 9 -8 10 -10 -11 13 -13 14 15 -16 16 -18 -19 20 22 21 -23 -24
leaf_value=0.033943623194090687 0.011968112194768793 0.0108085152636829 0.013844786956061445 0.028484766816663717 0.023072548558275494 0.028687041577910462 0.021875328262673417 0.03142084314615938 0.004166578231971454 0.020883726654916182 0.02479522979244287 0.016455356391443597 0.021411322545586798 0.028116164992156696 0.025650818505683071 0.027728446996117061 0.023508040570994274 0.025436239239094757 0.024194786830566285 0.026801520142342269 0.02827678237758589 0.025782169367207331 0.024678019492585159
leaf_weight=54 83 80 78 56 100 52 99 64 52 55 89 92 70 684 58 62 54 57 72 80 52 107 89
leaf_count=54 83 80 78 56 100 52 99 64 52 55 89 92 70 684 58 62 54 57 72 80 52 107 89
internal_value=0 0.0144865 0.026139 0.0228392 0.0175076 0.027006 0.0183367 0.0279331 0.00819233 0.0248889 0.0276117 0.0143274 0.0254248 0.027354 0.0233327 0.0276197 0.0257642 0.0279101 0.0263709 0.0263809 0.0258493 0.0265983 0.0256835
internal_weight=0 407 1932 402 275 1530 177 1064 132 466 1010 175 411 946 128 857 116 741 283 225 231 159 169
internal_count=2339 407 1932 402 275 1530 177 1064 132 466 1010 175 411 946 128 857 116 741 283 225 231 159 169
is_linear=0
shrinkage=0.00416973


Tree=74
num_leaves=17
num_cat=0
split_feature=4 457 15 48 0 52 474 160 4 49 0 0 16 4 43 43
split_gain=547.092 200.719 154.749 126.987 123.497 85.4587 76.9366 148.685 183.31 53.5149 64.5863 52.9654 39.2515 38.7985 33.8189 10.0987
threshold=0.27161500000000005 0.10378500000000002 -0.15614499999999998 0.081275000000000014 -0.068669999999999995 0.047850000000000011 0.084660000000000027 -0.041304999999999994 -0.013514999999999998 0.11580500000000001 -0.14151499999999997 -0.12324999999999998 -0.54057999999999995 0.50113000000000019 0.0061450000000000003 -0.082534999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 11 12 9 8 -8 10 -4 -5 -2 -14 -12 -13
right_child=5 -3 3 4 -6 -7 7 -9 -10 -11 14 15 13 -15 -16 -17
leaf_value=0.019110253290970856 0.0077358630219195017 0.0039663689127341873 0.017716422105254228 0.0089919123571456233 0.0060203008840111231 0.010240491784402856 0.0010606318200950702 0.015466319416364924 0.012301239662707478 0.0095442626891936895 0.01383654261479636 0.012095575055327492 0.00016278431611710452 0.0049411991364277947 0.011991168169243534 0.014576404804274695
leaf_weight=78 52 52 77 77 103 67 52 75 67 65 1036 54 54 94 249 87
leaf_count=78 52 52 77 77 103 67 52 75 67 65 1036 54 54 94 249 87
internal_value=0 0.0126812 0.0129056 0.0126563 0.0100745 0.00584938 0.0131676 0.0105124 0.00738978 0.0135285 0.0137186 0.0119898 0.00437812 0.00319805 0.013479 0.0136266
internal_weight=0 2072 2020 1942 321 267 1621 194 119 1427 1362 218 200 148 1285 141
internal_count=2339 2072 2020 1942 321 267 1621 194 119 1427 1362 218 200 148 1285 141
is_linear=0
shrinkage=0.00449181


Tree=75
num_leaves=17
num_cat=0
split_feature=4 2 123 2 4 3 14 4 3 14 16 133 16 13 3 4
split_gain=2397.16 1075.84 819.178 324.953 240.163 247.49 177.912 167.045 183.762 138.46 161.008 109.341 104.246 75.5365 40.9844 14.2564
threshold=0.30163500000000004 0.14307 1.0000000180025095e-35 0.10272000000000002 -0.16772499999999999 -0.029309999999999996 0.076175000000000007 -0.38908499999999996 0.086245000000000016 -0.41790499999999997 -0.4582 0.085650000000000018 0.014185000000000001 -0.018704999999999996 1.0000000180025095e-35 0.029980000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 13 7 -1 12 -2 14 -4 -9 15 -11 -6
right_child=9 -3 11 4 5 -7 -8 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.035094023276692088 0.016455559013564214 0.0069736388915325152 0.018665795261980998 0.029787179279213333 0.027699641361625549 0.012488645895007797 0.036023781443191918 0.028426634378049688 0.018942053555946296 0.0077871101935464314 0.0011444784743314053 0.0094101895419547825 0.024717017497368383 0.019532579118487065 0.013282935203979215 0.024167001987623775
leaf_weight=72 57 69 63 89 56 67 66 1164 57 58 59 58 212 71 72 53
leaf_count=72 57 69 63 89 56 67 66 1164 57 58 59 58 212 71 72 53
internal_value=0 0.0258573 0.0264998 0.0272783 0.0229371 0.0204686 0.0282068 0.0278639 0.0275006 0.00981167 0.00780768 0.0142297 0.0278551 0.0234386 0.0108314 0.0259824
internal_weight=0 2097 2028 1907 336 247 1571 1505 1433 246 189 121 1376 180 130 109
internal_count=2343 2097 2028 1907 336 247 1571 1505 1433 246 189 121 1376 180 130 109
is_linear=0
shrinkage=0.00486273


Tree=76
num_leaves=25
num_cat=0
split_feature=3 1 4 12 14 3 4 1 48 4 49 4 3 15 3 16 43 133 457 159 16 3 51 4
split_gain=603.795 313.214 272.055 228.208 234.571 145.481 103.588 102.173 155.253 76.3673 69.2504 101.31 41.8644 39.0285 32.7827 31.3538 41.7565 30.1902 22.646 17.2401 11.082 16.5645 8.03085 7.82219
threshold=0.31370500000000007 0.089710000000000026 -0.17689999999999997 0.087215000000000015 -0.10708499999999999 -0.020854999999999995 0.26900000000000007 1.0000000180025095e-35 0.037750000000000006 -0.13833499999999996 -0.05529499999999999 0.052250000000000012 -0.079379999999999992 0.11231500000000001 -0.13392999999999997 0.0086100000000000013 -0.06656999999999999 0.11524500000000001 0.082380000000000009 0.012830000000000003 0.0086100000000000013 -0.081854999999999997 -0.022934999999999997 -0.072529999999999983
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 7 -3 4 -4 -6 13 9 12 -1 -7 -12 14 20 -9 17 22 18 19 -11 21 -5 -17 -19
right_child=-2 2 3 6 5 10 -8 8 -10 15 11 -13 -14 -15 -16 16 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.0074755798758676453 -0.0011970721299249243 0.017150288294601378 0.014980503437185148 0.01607648626575937 -0.001743618350957902 0.0101126438718602 0.0053596541787470026 0.016028629597204413 0.023347443454971459 0.013435267007154146 -0.00075537055073603544 0.0071767610116326942 0.017905612533594458 0.0089594823814549314 0.011401499572845003 0.01408984330426858 0.0078843458656227914 0.012420421666642001 0.016871017503711588 0.015582863541498928 0.01179356854644709 0.013017698501255627 0.011816109323259763 0.010067829708684714
leaf_weight=56 80 102 58 66 68 73 52 55 56 639 56 110 56 52 99 65 54 86 57 100 61 108 81 53
leaf_count=56 80 102 58 66 68 73 52 55 56 639 56 110 56 52 99 65 54 86 57 100 61 108 81 53
internal_value=0 0.0122234 0.00982167 0.00875978 0.00612512 0.00445195 0.0115964 0.013552 0.016243 0.0129509 0.00621492 0.00450055 0.0143483 0.0127262 0.0130544 0.013221 0.011494 0.0135904 0.0139512 0.0137259 0.0135594 0.0141782 0.0128287 0.0115238
internal_weight=0 2263 806 704 365 307 339 1457 266 1191 239 166 210 287 154 1135 200 935 796 739 235 174 146 139
internal_count=2343 2263 806 704 365 307 339 1457 266 1191 239 166 210 287 154 1135 200 935 796 739 235 174 146 139
is_linear=0
shrinkage=0.00480113


Tree=77
num_leaves=16
num_cat=0
split_feature=3 97 2 4 4 2 1429 11 11 12 4 52 43 2 12
split_gain=600.568 395.35 298.997 201.888 124.875 138.664 123.948 131.895 103.095 88.4492 78.4691 34.3381 31.3748 25.896 13.8425
threshold=0.30112000000000005 -0.0047149999999999996 0.14578500000000003 0.27161500000000005 -0.21586499999999997 0.093070000000000014 0.084690000000000015 0.075910000000000019 0.083010000000000014 0.087495000000000003 0.032965000000000001 -0.05670999999999999 -0.049364999999999992 0.11500500000000001 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 7 -6 11 10 -7 -3 -5 -14 -11
right_child=-2 2 -4 12 5 9 -8 -9 -10 14 -12 -13 13 -15 -16
leaf_value=-0.00083150210846209816 -0.00034659082921537635 0.017604763262760129 0.0030366698415912599 0.0047256406801068369 0.014254782032457582 0.004689016919876869 0.007565204989014189 0.022238897301629368 0.011984777554428496 0.013777574844961723 0.012476209911442694 0.023188637079586235 0.011786071904503537 0.0068222211489373146 0.011635998168667441
leaf_weight=56 98 53 77 55 1172 89 69 57 52 130 55 64 59 52 205
leaf_count=56 98 53 77 55 1172 89 69 57 52 130 55 64 59 52 205
internal_value=0 0.0126122 0.0129562 0.0133178 0.0137806 0.0133802 0.0142499 0.0146251 0.0179908 0.0110233 0.00766367 0.0206597 0.00789249 0.00946116 0.0124672
internal_weight=0 2245 2189 2112 1946 1777 1298 1229 169 479 144 117 166 111 335
internal_count=2343 2245 2189 2112 1946 1777 1298 1229 169 479 144 117 166 111 335
is_linear=0
shrinkage=0.00512434


Tree=78
num_leaves=26
num_cat=0
split_feature=12 13 12 3 3 3 12 15 150 15 15 11 3 15 3 15 12 15 3 16 15 15 475 150 12
split_gain=4807.45 1266.43 1137.54 504.111 498.336 418.636 384.54 380.917 314.765 225.64 221.624 196.207 130.123 112.808 58.1 44.8102 42.099 24.9558 22.3857 29.3941 12.6739 18.9268 11.9789 13.6625 5.8192
threshold=0.054520000000000006 -0.0016149999999999999 0.13969000000000004 -0.046989999999999997 0.11745500000000002 0.30835000000000007 0.095780000000000018 -0.24269999999999997 0.083825000000000011 -1.0000000180025095e-35 -0.10602999999999999 1.0000000180025095e-35 -0.0092099999999999977 -0.097984999999999989 -0.10077999999999999 -0.031659999999999994 0.089625000000000024 -0.066639999999999991 -0.11327499999999999 -0.073309999999999986 -0.046449999999999998 0.090000000000000011 -0.085669999999999982 0.084120000000000014 0.092550000000000007
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=1 5 6 -3 9 7 11 -1 12 13 -8 14 -9 -5 -2 17 22 -12 -17 -20 24 -22 -16 -24 -18
right_child=2 3 -4 4 -6 -7 10 8 -10 -11 15 -13 -14 -15 16 18 20 -19 19 -21 21 -23 23 -25 -26
leaf_value=-0.0010108976905095603 0.019388363732464834 0.0041595193585655318 0.0052249676977584253 0.021411782753025164 0.0081869150550558326 -0.0034069435627204626 0.011948253655180634 0.0097276675101940074 0.0027260150558405241 0.025755555725089269 0.020202310017329899 0.02906655408528161 0.018469689426632758 0.013652222624834653 0.025957900609772232 0.023953090807493516 0.022317268335730653 0.016890265982381351 0.022995927532464849 0.019659006751744999 0.024506772954733365 0.022147855518680048 0.024193252664409623 0.022276014553571713 0.020661983970705382
leaf_weight=69 53 54 59 52 68 86 52 53 59 77 92 103 52 65 53 53 71 57 69 100 87 134 598 64 63
leaf_count=69 53 54 59 52 68 86 52 53 59 77 92 103 52 65 53 53 71 57 69 100 87 134 598 64 63
internal_value=0 0.00951117 0.0221606 0.0150806 0.0173314 0.00399397 0.0227665 0.00672582 0.00998115 0.0205364 0.019539 0.02388 0.0140574 0.0171013 0.0234043 0.0206029 0.0236032 0.0189356 0.0217217 0.0210217 0.0224965 0.0230767 0.0241526 0.024008 0.0215394
internal_weight=0 635 1708 316 262 319 1649 233 164 194 423 1226 105 117 1123 371 1070 149 222 169 355 221 715 662 134
internal_count=2343 635 1708 316 262 319 1649 233 164 194 423 1226 105 117 1123 371 1070 149 222 169 355 221 715 662 134
is_linear=0
shrinkage=0.00392512


Tree=79
num_leaves=24
num_cat=0
split_feature=12 2 97 2 47 15 14 14 159 12 16 1419 2 2 16 48 42 42 52 2 133 16 133
split_gain=1297.31 654.385 422.599 436.188 576.39 310.317 146.412 101.657 81.297 79.8648 57.5698 50.3197 49.7521 48.4481 47.8747 25.878 21.9736 16.9353 11.9572 11.3706 10.5448 10.3402 5.01846
threshold=0.054520000000000006 0.13631000000000001 -0.0047149999999999996 0.10859000000000001 0.077555000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.057600000000000005 0.086110000000000006 0.095565000000000011 -0.11118499999999999 1.0000000180025095e-35 0.13247500000000004 0.087830000000000005 -0.034884999999999992 0.083570000000000019 0.088345000000000021 0.10799000000000002 0.10347000000000002 0.090675000000000019 -0.087724999999999984 -0.011859999999999997 -1.0000000180025095e-35
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 7 -1 4 5 14 -5 9 12 11 -11 13 -8 16 -4 19 21 18 20 -15 -12 -2 -18
right_child=1 -3 3 6 -6 -7 8 -9 -10 10 17 -13 -14 15 -16 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0008779903381041697 0.021197054450213068 0.0044495367258157335 0.0080958411557226304 0.014027890017796741 0.029371381871003799 0.019854860214477989 0.010925056407306467 0.025195169078790141 0.0023362772683643814 0.013580981026183259 0.017587000323677063 0.02357460785517607 0.0057331629997624239 0.018065470438338834 0.01287112030431331 0.016186956783024009 0.020140714405392463 0.016544078662804648 0.017202834409912441 0.019672338695047299 0.019807684867272076 0.01975442170986515 0.018595080513788741
leaf_weight=59 391 55 93 75 53 97 78 57 52 54 52 66 61 137 67 72 59 77 66 206 173 122 121
leaf_count=59 391 55 93 75 53 97 78 57 52 54 52 66 61 137 67 72 59 77 66 206 173 122 121
internal_value=0 0.0190578 0.0118512 0.0129751 0.0164452 0.0137793 0.0089308 0.0195438 0.00692909 0.0193419 0.0177348 0.0199196 0.00864693 0.0197018 0.0100958 0.0185374 0.020399 0.0183442 0.0188204 0.0190307 0.0192947 0.0208541 0.019102
internal_weight=0 1708 635 576 310 257 266 1653 191 1596 422 1174 139 1108 160 415 693 368 291 343 225 513 180
internal_count=2343 1708 635 576 310 257 266 1653 191 1596 422 1174 139 1108 160 415 693 368 291 343 225 513 180
is_linear=0
shrinkage=0.00430465


Tree=80
num_leaves=18
num_cat=0
split_feature=1 1 1 0 4 0 11 0 0 0 11 456 157 15 4 52 42
split_gain=803.548 215.247 125.424 161.314 84.7061 157.061 55.0283 47.5213 94.7374 46.8055 42.9898 35.1903 53.3724 95.1702 27.1718 27.1376 14.0653
threshold=0.11695500000000002 0.15122000000000002 0.098370000000000027 -0.13972999999999997 -0.49013999999999996 -0.04478999999999999 0.081365000000000007 -0.043914999999999989 -0.085309999999999983 -0.18560999999999997 1.0000000180025095e-35 0.03981500000000001 -0.06588999999999999 -0.020429999999999997 0.049545000000000006 -0.023474999999999996 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 9 -1 10 15 8 -2 -4 11 12 13 -6 -14 -5 -13
right_child=1 -3 3 6 5 -7 -8 -9 -10 -11 -12 16 14 -15 -16 -17 -18
leaf_value=0.018306853721461569 0.0037788910934777606 -0.005229733323993558 0.0081333913728053771 0.008886819053269282 0.012971708619039214 0.0058768441001519406 0.016517466835753551 0.0020324675487293758 0.011000160953571998 0.0017600711990841933 0.017065973746765876 0.017203919788586916 0.013356155383549865 0.0047042334690224766 0.011365713514427818 0.012782587773362436 0.013887955749760863
leaf_weight=69 96 52 54 88 89 75 52 61 79 56 63 58 1056 53 194 83 65
leaf_count=69 96 52 54 88 89 75 52 61 79 56 63 58 1056 53 194 83 65
internal_value=0 0.00376345 0.0124734 0.00972937 0.013004 0.0127826 0.0121166 0.00574522 0.00703908 0.00488927 0.0131108 0.0129463 0.0127249 0.00988633 0.0130473 0.0107781 0.015452
internal_weight=0 288 2055 333 1722 1653 223 236 175 110 1578 1515 1392 142 1250 171 123
internal_count=2343 288 2055 333 1722 1653 223 236 175 110 1578 1515 1392 142 1250 171 123
is_linear=0
shrinkage=0.00488329


Tree=81
num_leaves=13
num_cat=0
split_feature=1 3 1186 1 124 4 13 12 40 474 13 49
split_gain=559.938 228.115 125.888 112.868 72.7061 80.6754 54.8567 49.3902 47.8878 45.4161 45.8948 43.9329
threshold=0.12419000000000001 0.11745500000000002 0.081240000000000021 0.15122000000000002 -0.079269999999999993 -0.5093899999999999 -0.006219999999999999 -0.080579999999999985 -1.0000000180025095e-35 0.10381000000000001 0.055020000000000006 -0.0086549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 11 -6 7 -2 -7 10 -10 -1
right_child=3 -3 -4 -5 5 8 -8 -9 9 -11 -12 -13
leaf_value=0.00416016574701951 0.0051921031871531896 0.0022071921265279923 0.0036898045988211082 -0.0042717685687985877 0.016590916556587076 0.014968583436631981 0.0079085691187619888 -0.0013243124911679453 0.01064887257573015 0.014344195314362857 0.0082847208631315547 0.0098948491558158921
leaf_weight=62 53 82 63 52 54 57 52 54 1468 68 217 61
leaf_count=62 53 82 63 52 54 57 52 54 1468 68 217 61
internal_value=0 0.0100517 0.0103655 0.00186128 0.0105771 0.0108128 0.00386739 0.00190297 0.0106404 0.0104996 0.0103444 0.00700461
internal_weight=0 2132 2050 211 1987 1864 159 107 1810 1753 1685 123
internal_count=2343 2132 2050 211 1987 1864 159 107 1810 1753 1685 123
is_linear=0
shrinkage=0.00479588


Tree=82
num_leaves=22
num_cat=0
split_feature=1 3 2 2 2 2 150 14 2 15 16 52 4 3 16 2 16 4 2 4 4
split_gain=2749.2 616.133 322.635 279.353 341.082 252.39 174.22 141.559 119.986 103.443 77.2628 251.677 75.3212 92.0153 63.0271 48.2999 57.809 42.5224 27.1822 23.6109 20.6715
threshold=0.104035 -0.06340999999999998 0.11444000000000001 0.14234000000000005 -1.0000000180025095e-35 0.099675000000000014 0.086730000000000015 0.062655000000000016 -1.0000000180025095e-35 -0.07879499999999999 0.25761500000000009 0.044705000000000002 -0.38908499999999996 0.077930000000000013 -0.067914999999999989 0.090000000000000011 0.0060650000000000009 0.036620000000000007 0.106035 -0.0045949999999999993 0.03851000000000001
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 20 4 -3 7 9 8 -1 -6 11 18 -10 15 -13 16 -14 -12 -7 -17 -2
right_child=1 3 -4 -5 6 10 -8 -9 12 -11 17 14 13 -15 -16 19 -18 -19 -20 -21 -22
leaf_value=0.017508831912350725 0.023563066636802413 0.0065640785373743109 0.011919837384463654 0.0053968208952478881 0.014636001830584765 0.016312987540778007 0.0096618141447463429 0.027950126224510364 0.026457129827544997 0.020696522280240357 0.023515535960386472 0.023822203865855821 0.023418305229607743 0.018207762467580029 0.019040763523502011 0.022255315573676944 0.020577473788749235 0.019470474747162972 0.01292500094008996 0.020249611761103032 0.020627707008568783
leaf_weight=52 52 79 54 84 85 57 52 58 60 52 70 71 848 53 57 204 91 52 52 101 59
leaf_count=52 52 79 54 84 85 57 52 58 60 52 70 71 848 53 57 204 91 52 52 101 59
internal_value=0 0.0133091 0.0187034 0.0107805 0.0124678 0.0221458 0.0149353 0.0227681 0.0225548 0.0169366 0.0196027 0.0184757 0.0227481 0.0225765 0.0216933 0.0227626 0.023143 0.0217917 0.014697 0.0215913 0.0220032
internal_weight=0 517 165 352 268 1826 189 1467 1409 137 359 237 1357 1297 128 1244 939 122 109 305 111
internal_count=2343 517 165 352 268 1826 189 1467 1409 137 359 237 1357 1297 128 1244 939 122 109 305 111
is_linear=0
shrinkage=0.00338287


Tree=83
num_leaves=11
num_cat=0
split_feature=97 13 15 148 15 1186 15 1420 51 16
split_gain=342.327 203.264 204.562 118.226 57.3493 65.3757 56.8635 36.6828 32.7497 25.2297
threshold=-0.0047149999999999996 -0.33260499999999998 -0.2987999999999999 -0.043434999999999994 -0.19301999999999997 0.083785000000000012 -0.086189999999999989 -0.069964999999999986 -0.11722499999999998 -0.41863499999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 6 9 -4 -5 7 -2 -6 -9 -3
right_child=1 2 3 4 5 -7 -8 8 -10 -11
leaf_value=-0.0024720959898347156 0.0073638526659717991 0.007023375670267876 0.0057056613113657482 0.016793465361491639 0.01568429053008992 0.0056238476043786578 -0.00030052120382788723 0.01357068320159838 0.01122738317561142 0.0022238801811125699
leaf_weight=57 53 54 99 57 59 52 54 184 1605 69
leaf_count=57 53 54 99 57 59 52 54 184 1605 69
internal_value=0 0.0105704 0.0109178 0.0113118 0.0115954 0.0114394 0.00349533 0.0116031 0.0114684 0.00433143
internal_weight=0 2286 2179 2056 1957 1900 107 1848 1789 123
internal_count=2343 2286 2179 2056 1957 1900 107 1848 1789 123
is_linear=0
shrinkage=0.00525723


Tree=84
num_leaves=21
num_cat=0
split_feature=1 1 12 10 123 3 15 14 15 12 12 16 12 15 3 1 15 1 48 12
split_gain=3637.28 701.451 396.504 297.088 291.213 186.859 139.81 135.409 97.2871 201.065 150.346 102.286 41.665 43.2615 41.4631 37.5518 35.5526 22.7256 20.1342 21.188
threshold=0.10491000000000002 0.12419000000000001 0.085090000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.25468500000000005 -0.26424499999999995 0.062655000000000016 -0.19301999999999997 0.054520000000000006 0.091255000000000017 0.081265000000000018 0.11769500000000001 -0.039984999999999993 0.021805000000000001 0.11481500000000001 -0.10114499999999998 0.109225 0.083570000000000019 0.087905000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 16 -3 7 6 -5 8 -1 11 18 14 13 -12 -10 -4 -2 -18 19 -11
right_child=1 3 15 5 -6 -7 -8 -9 9 10 12 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.020259813434231604 0.0070007943581711649 -0.0069268224861190036 0.015134769514111164 0.0011669019589280658 0.00884242479293244 -0.0028914452243112925 0.0092674951872398215 0.020898185704209385 0.011917085130735987 0.017389363085979777 0.013382045235128058 0.015586414205493964 0.011612624660187412 0.01549160829977621 0.0076574016930972223 0.01116908040738763 0.0054540648739168822 0.0022172452764541396 0.015253606998249847 0.016181111500728939
leaf_weight=53 71 55 65 52 77 52 52 61 59 511 176 59 55 366 53 53 52 54 94 273
leaf_count=53 71 55 65 52 77 52 52 61 59 511 176 59 55 366 53 53 52 54 94 273
internal_value=0 0.00491606 0.00839413 5.318e-05 0.0154924 0.00251432 0.00521756 0.0157833 0.0155996 0.0154495 0.0158653 0.0118633 0.0145125 0.0148067 0.00990168 0.0133539 0.00508742 0.00380547 0.0167851 0.0169687
internal_weight=0 506 295 211 1837 156 104 1760 1699 1646 1475 171 597 542 112 118 177 106 878 784
internal_count=2343 506 295 211 1837 156 104 1760 1699 1646 1475 171 597 542 112 118 177 106 878 784
is_linear=0
shrinkage=0.00349289


Tree=85
num_leaves=24
num_cat=0
split_feature=1 4 12 12 1 1 12 457 0 4 11 43 51 1 0 133 12 4 47 43 4 130 43
split_gain=3983.18 573.271 481.709 404.869 251.926 215.708 163.34 160.12 92.1854 87.3902 81.427 75.5764 75.1042 49.0264 43.6018 33.5393 32.5952 44.6596 24.4672 23.5589 10.6033 10.1218 9.40158
threshold=0.10752500000000002 0.41181500000000004 0.085090000000000013 0.077755000000000005 0.088735000000000022 0.13130500000000003 0.09141500000000001 0.048350000000000011 -0.11242999999999999 0.053255000000000004 1.0000000180025095e-35 -0.013199999999999998 0.11178000000000002 0.14551500000000003 -0.085244999999999987 0.089135000000000006 0.11007500000000002 -0.21586499999999997 0.089640000000000011 0.0061450000000000003 -0.013929999999999998 -0.004324999999999999 -0.039409999999999994
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 11 4 8 -3 10 -6 -1 12 15 -2 14 -7 -8 18 17 -16 19 21 -17 -5 -11
right_child=1 5 -4 6 7 13 9 -9 -10 22 -12 -13 -14 -15 16 20 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.023581518780104945 0.0047826925406169209 0.0077260585335909111 0.018397149692729434 0.023490721277601427 0.01606152599244047 0.0023676563424477144 0.023433951089055327 0.0085722094029987463 0.017611392137571766 0.017537185411165619 0.025622125406175471 0.0099228155425020049 0.015994643367925075 -0.0025121399021853885 0.023540728929274217 0.020850533359792721 0.017411920716937854 0.019984886414412109 0.019497597722821534 0.020319536505226214 0.018921660621985081 0.022167971975118893 0.015331028802156263
leaf_weight=55 63 88 93 94 101 58 62 62 95 53 73 99 54 53 56 96 52 319 52 86 65 488 52
leaf_count=55 63 88 93 94 101 58 62 62 95 53 73 99 54 53 56 96 52 319 52 86 65 488 52
internal_value=0 0.00810307 0.0117438 0.0201859 0.0163702 0.00343756 0.0209314 0.0132131 0.0198007 0.0195099 0.0218969 0.00792412 0.0201025 3.73108e-05 0.020556 0.0215882 0.0201381 0.020516 0.0219272 0.0221163 0.020072 0.0223817 0.016445
internal_weight=0 454 255 1915 313 199 1602 163 150 648 954 162 543 111 489 881 427 375 720 668 161 582 105
internal_count=2369 454 255 1915 313 199 1602 163 150 648 954 162 543 111 489 881 427 375 720 668 161 582 105
is_linear=0
shrinkage=0.00366757


Tree=86
num_leaves=15
num_cat=0
split_feature=1 1375 14 0 40 4 132 132 52 0 1429 484 1 42
split_gain=647.912 241.095 114.075 106.859 152.019 103.821 77.5792 77.628 64.1491 52.1516 38.5845 37.3359 34.1162 21.4804
threshold=0.11695500000000002 -0.13067499999999996 0.023790000000000002 0.0037850000000000002 -0.026419999999999996 0.40330500000000008 0.082230000000000011 0.093030000000000015 -0.56226999999999994 -0.079249999999999987 0.084690000000000015 -0.078494999999999995 0.13840500000000003 -0.080744999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 6 8 -8 -3 10 -10 -11 -6 -9
right_child=3 2 -4 -5 12 -7 7 13 9 11 -12 -13 -14 -15
leaf_value=0.00041688049207749231 -0.00074311123808234829 0.016229879894428475 0.0163768827359662 -0.0027739944804255311 0.0055269048129558815 0.0052513929918767419 0.0029133236816648125 0.0119883576535234 0.011708167806905817 0.013151987839610906 0.0074846393403467174 0.0092736235250323283 0.010250505829190067 0.0077588538587393058
leaf_weight=53 85 53 79 60 96 82 54 56 1023 64 52 503 55 54
leaf_count=53 85 53 79 60 96 82 54 56 1023 64 52 503 55 54
internal_value=0 0.0104814 0.0107454 0.0029213 0.00436948 0.0105162 0.0107484 0.00760822 0.0110522 0.010885 0.0115039 0.00971148 0.00724776 0.00991252
internal_weight=0 2073 2020 296 236 1941 1859 164 1695 1642 1075 567 151 110
internal_count=2369 2073 2020 296 236 1941 1859 164 1695 1642 1075 567 151 110
is_linear=0
shrinkage=0.00477986


Tree=87
num_leaves=15
num_cat=0
split_feature=4 123 14 13 0 0 42 40 0 0 4 43 39 133
split_gain=1510.62 485.144 248.401 230.859 136.757 121.807 94.3111 93.2649 86.7955 164.446 89.8242 45.224 32.2883 3.08803
threshold=0.27834500000000006 1.0000000180025095e-35 -0.45687499999999998 -0.28558999999999996 -0.10803999999999998 -0.22607999999999998 0.10799000000000002 -0.080884999999999985 -0.14857499999999998 -0.12608499999999997 0.024315000000000003 -0.043589999999999997 0.085345000000000018 0.41225000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -5 8 -3 -7 -10 -11 -8 -6 -13
right_child=2 7 4 5 12 6 11 -9 9 10 -12 13 -14 -15
leaf_value=0.0069418017925528958 0.011621754484802481 0.009667080331528629 0.0054116390470616864 0.0094602134370849918 -0.0037090162480088499 0.020476223296110169 0.0092020312431481087 0.0025445569886035769 0.0083206641602199503 0.016217770969542813 0.013298173666034691 0.01461513293183367 0.00080685560571501491 0.013193940473173446
leaf_weight=60 56 80 93 61 56 66 52 54 53 1359 214 58 55 52
leaf_count=60 56 80 93 61 56 66 52 54 53 1359 214 58 55 52
internal_value=0 0.014507 0.00381084 0.0150301 0.00166644 0.0152835 0.015475 0.00679714 0.0157673 0.0155762 0.0158206 0.012422 -0.00147102 0.0139437
internal_weight=0 2109 260 1975 204 1915 1854 134 1692 1626 1573 162 111 110
internal_count=2369 2109 260 1975 204 1915 1854 134 1692 1626 1573 162 111 110
is_linear=0
shrinkage=0.00418681


Tree=88
num_leaves=26
num_cat=0
split_feature=1 3 12 1 3 43 16 12 43 13 3 49 1 11 48 1 12 3 15 3 43 48 13 15 43
split_gain=7361.89 1045.5 459.49 456.031 372.251 364.597 233.581 227.936 207.636 162.331 141.663 85.8635 76.8872 159.129 52.0409 47.2839 25.2791 21.8 17.4556 14.8638 17.9409 11.6666 10.5793 7.10198 7.10622
threshold=0.10752500000000002 -0.058704999999999993 0.077755000000000005 0.10098000000000001 0.31400500000000003 -0.024279999999999996 0.062365000000000011 0.092150000000000024 -0.065804999999999989 -0.011494999999999998 0.091170000000000015 0.097940000000000013 0.090275000000000008 1.0000000180025095e-35 0.09111000000000001 0.077565000000000009 0.087765000000000024 -0.14443999999999999 -0.085749999999999979 -0.097224999999999992 -0.073959999999999984 0.085865000000000011 -0.089024999999999979 0.089625000000000024 -0.073404999999999984
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=2 6 3 8 5 9 -2 12 -1 -3 15 14 13 16 17 -10 21 -9 -7 -19 -21 22 -4 24 -18
right_child=1 4 7 -5 -6 18 -8 11 10 -11 -12 -13 -14 -15 -16 -17 23 19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.010953646942721853 0.0062188966442563026 -0.0017415328286062971 0.022013357171822324 0.0056656701473332197 -0.012154245379712412 0.0032081752168564587 0.01800149728385278 0.023134853522229278 0.020485433614595819 -0.011725404484552674 0.015757788053417134 0.015569042787023908 0.018581215879270845 0.030234311827556166 0.015942790221916896 0.02610382064252461 0.021286374525386537 0.018281795124832762 0.0066315039647696439 0.022574952644938355 0.020028394635059597 0.021239756862761732 0.023738438669103922 0.020528107696476137 0.022764635965940128
leaf_weight=55 78 74 84 69 74 65 56 56 52 55 71 99 79 57 53 66 124 66 52 69 246 52 406 79 132
leaf_count=55 78 74 84 69 74 65 56 56 52 55 71 99 79 57 53 66 124 66 52 69 246 52 406 79 132
internal_value=0 0.000822341 0.0205342 0.0156564 -0.00349942 -0.000895748 0.0111433 0.0214872 0.0184815 -0.00599859 0.0206719 0.0193096 0.0227534 0.0231062 0.0200652 0.0236283 0.0226429 0.0205651 0.00473006 0.0201873 0.0205864 0.0232315 0.0234428 0.0216903 0.0220488
internal_weight=0 454 1915 313 320 246 134 1602 244 129 189 589 1013 934 490 118 877 437 117 381 315 542 490 335 256
internal_count=2369 454 1915 313 320 246 134 1602 244 129 189 589 1013 934 490 118 877 437 117 381 315 542 490 335 256
is_linear=0
shrinkage=0.0044011


Tree=89
num_leaves=25
num_cat=0
split_feature=1 4 124 13 40 4 1 4 4 13 47 1 42 1 157 42 42 13 1 13 159 13 42 42
split_gain=8046.08 1058.52 794.92 537.608 465.221 412.361 376.869 173.483 126.373 241.882 164.286 142.655 117.302 68.0212 59.7973 47.3933 41.2638 34.8075 72.8039 16.717 13.6634 11.6574 12.9319 9.1201
threshold=0.10752500000000002 0.41181500000000004 -0.076779999999999987 -0.28558999999999996 -0.012109999999999998 0.24099500000000004 0.13130500000000003 -0.0087849999999999977 -0.072529999999999983 -0.077849999999999989 0.077555000000000013 0.084525000000000003 0.10799000000000002 0.14551500000000003 -0.0041249999999999993 -0.084304999999999991 0.086825000000000013 0.039845000000000012 0.081540000000000015 -0.059914999999999989 -0.040794999999999991 -0.085784999999999986 0.083585000000000007 0.09172000000000001
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 -1 -2 -5 8 -3 -6 12 16 11 15 14 -8 -4 -11 21 19 -19 -16 -18 22 -10 -22
right_child=1 6 5 4 7 -7 13 -9 9 10 -12 -13 -14 -15 17 -17 20 18 -20 -21 23 -23 -24 -25
leaf_value=0.013407501241234876 0.0024537678920310184 0.0070546066736118926 0.02966910734465086 0.0071291849359642343 0.023722751558757464 0.01660159495790425 -8.5880609535050605e-05 0.015598891911183211 0.026132302668738661 0.024799794688841661 0.027158446643888275 0.017548823154479375 0.022238617016867249 -0.0056200944245962383 0.025899152383031619 0.021717232264802131 0.026347441599833515 0.021894076827927239 0.027466503767059718 0.027126335914417134 0.024914598245305498 0.02595836908722771 0.0283097562423105 0.023086099759540343
leaf_weight=81 53 88 68 63 53 75 58 86 52 88 75 90 90 53 260 214 56 64 54 302 103 89 102 52
leaf_count=81 53 88 68 63 53 75 58 86 52 88 75 90 90 53 260 214 56 64 54 302 103 89 102 52
internal_value=0 0.00770052 0.024233 0.0124632 0.0150892 0.0247111 0.00159741 0.0186968 0.0250568 0.0241535 0.0223689 0.0214524 0.0260495 -0.00272868 0.026508 0.0226156 0.0259892 0.0261919 0.0244445 0.0265587 0.0248446 0.0269829 0.0275748 0.0243014
internal_weight=0 454 1915 255 202 1834 199 139 1759 921 467 392 838 111 748 302 454 680 118 562 211 243 154 155
internal_count=2369 454 1915 255 202 1834 199 139 1759 921 467 392 838 111 748 302 454 680 118 562 211 243 154 155
is_linear=0
shrinkage=0.00353079


Tree=90
num_leaves=19
num_cat=0
split_feature=1 1 123 16 4 1 11 0 4 0 0 1 11 4 4 160 42 39
split_gain=6258.59 748.833 691.559 448.223 336.567 259.994 242.024 206.179 203.882 331.424 150.906 270.989 130.298 116.264 96.0658 52.4692 45.4354 29.893
threshold=0.10915500000000002 0.13554500000000003 1.0000000180025095e-35 0.062365000000000011 0.27161500000000005 0.11663000000000003 1.0000000180025095e-35 -0.075969999999999996 -0.49013999999999996 -0.030209999999999997 -0.10490499999999998 0.085425000000000015 0.085155000000000022 0.032965000000000001 0.42405000000000009 -0.00040999999999999994 0.088060000000000013 0.084845000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 -2 7 10 -9 15 11 -1 -8 16 -3 -10 -12 -7
right_child=1 14 -4 -5 -6 17 12 8 9 -11 13 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.028493348591409333 0.016587870339084879 0.0075173508754817278 0.015685427851386411 0.022754569613516979 0.01801605517539525 0.0098660629520202995 0.035650413967141498 0.031037228935923873 0.021927733584926664 0.015276735648192588 0.028782612359882987 0.018905971476926339 0.028130765823193477 0.023957453117994625 0.0013792029010479361 0.025802942721313869 0.027057381077927996 0.0062254333999458601
leaf_weight=86 84 57 76 63 55 68 64 54 58 55 739 71 58 88 82 227 278 53
leaf_count=86 84 57 76 63 55 68 64 54 58 55 739 71 58 88 82 227 278 53
internal_value=0 0.010736 0.0264197 0.0142831 0.0268648 0.0116795 0.0271385 0.0267747 0.0244808 0.0234393 0.0274909 0.0241579 0.0320758 0.0279644 0.00389656 0.0250144 0.0283111 0.00827173
internal_weight=0 407 1909 268 1833 205 1778 1656 394 340 1262 157 122 1105 139 285 1017 121
internal_count=2316 407 1909 268 1833 205 1778 1656 394 340 1262 157 122 1105 139 285 1017 121
is_linear=0
shrinkage=0.0036311


Tree=91
num_leaves=26
num_cat=0
split_feature=1 2 12 49 4 14 2 4 1 12 12 1 12 13 4 51 52 130 4 3 13 4 157 402 13
split_gain=1091.32 295.144 154.248 150.092 130.555 116.664 73.4777 54.1558 51.584 102.349 56.7931 42.1079 41.6827 41.1039 30.8897 33.3218 23.0419 22.3653 36.0323 13.8425 11.3087 16.447 11.019 8.25132 7.94836
threshold=0.118385 0.099675000000000014 0.087435000000000013 -0.045299999999999993 0.41696500000000003 0.062655000000000016 0.10925000000000001 0.06707500000000001 0.085720000000000005 0.08401500000000002 0.087675000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 -0.062109999999999992 0.053255000000000004 -1.0000000180025095e-35 0.092650000000000024 -0.0045849999999999997 -0.085719999999999977 -0.065259999999999999 -0.08176499999999999 -0.079939999999999983 -0.082509999999999986 0.0038750000000000004 -0.066934999999999981
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=1 5 6 -2 -5 8 -3 -8 10 12 11 16 -10 -6 15 -4 22 -12 -19 -17 -11 -22 -1 -20 -23
right_child=3 2 14 4 13 -7 7 -9 9 20 17 -13 -14 -15 -16 19 -18 18 23 -21 21 24 -24 -25 -26
leaf_value=0.017502142043894449 -0.0051499848784857119 0.0097944934788053092 0.01622923851092474 0.0094757587541874008 0.0036343333325721118 0.021102226658605887 -1.578401452770877e-06 0.0071888383771538363 0.011811236354384989 0.015520102822118201 0.016188272473717739 0.019702326669339194 0.005507450755688004 -0.0021133594868650097 0.0099400804575816397 0.013332991872466358 0.012352157896906635 0.0088998674757155977 0.013154461916831863 0.0097826126046839986 0.015791964056093868 0.013710758432021554 0.015366929832736704 0.015312119877031858 0.011527021458001968
leaf_weight=79 57 94 73 81 78 67 56 56 52 103 65 67 61 58 101 68 61 52 269 52 61 95 367 58 85
leaf_count=79 57 94 73 81 78 67 56 56 52 103 65 67 61 58 101 68 61 52 269 52 61 95 367 58 85
internal_value=0 0.0133075 0.00985482 0.00231692 0.00427852 0.0144271 0.00642315 0.00359314 0.0141238 0.0126797 0.014772 0.0158468 0.0084088 0.00118271 0.0122591 0.0134725 0.0153371 0.0133825 0.0129012 0.011795 0.0140825 0.0134678 0.0157453 0.0135373 0.0126799
internal_weight=0 2042 500 274 217 1542 206 112 1475 457 1018 574 113 136 294 193 507 444 379 120 344 241 446 327 180
internal_count=2316 2042 500 274 217 1542 206 112 1475 457 1018 574 113 136 294 193 507 444 379 120 344 241 446 327 180
is_linear=0
shrinkage=0.00517095


Tree=92
num_leaves=24
num_cat=0
split_feature=2 12 14 3 15 2 42 12 11 3 3 123 15 3 475 2 130 15 133 2 12 160 15
split_gain=650.924 289.791 234.938 187.004 154.171 143.869 57.7758 55.376 88.2898 55.3623 53.2032 43.0855 24.5351 24.263 18.5488 25.0651 18.4906 11.1406 10.6564 8.25999 6.95798 6.58844 3.18604
threshold=0.13538500000000001 0.077755000000000005 -1.0000000180025095e-35 0.11191000000000002 -0.0053099999999999996 0.17000000000000001 -0.0043149999999999994 0.099815000000000015 0.077415000000000012 -0.10468499999999999 0.06269000000000001 0.084995000000000015 -0.080419999999999978 -0.092904999999999988 -0.0029899999999999996 0.087830000000000005 -0.0045849999999999997 -0.091274999999999981 0.11050000000000001 0.085505000000000012 0.11007500000000002 -0.079189999999999997 -0.013349999999999999
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=1 2 -1 4 6 12 -4 8 9 -3 -6 17 -2 -9 19 16 -16 -8 20 -11 -15 -17 -21
right_child=5 7 3 -5 10 -7 11 13 -10 14 -12 -13 -14 18 15 21 -18 -19 -20 22 -22 -23 -24
leaf_value=0.017217935159212959 0.0013714475000261928 0.0074636762117081647 0.009806837619233533 -0.0007804737122711487 0.0091058974836773828 -0.0064685625539721969 0.0039680123757766129 0.0074072605830825741 0.016692589453159309 0.011789249107314307 0.016336679121573501 -1.9090586827849174e-05 0.00601740216689542 0.010215899955032283 0.014361837548613848 0.011908751982810793 0.011963908679892334 0.0071080731744307835 0.0087391051458580206 0.014672845935804072 0.012560332259585288 0.010311398857082602 0.013068186657704447
leaf_weight=54 64 75 55 88 54 55 61 90 102 58 53 54 56 65 101 89 524 58 55 91 69 293 52
leaf_count=54 64 75 55 88 54 55 61 90 102 58 53 54 56 65 101 89 524 58 55 91 69 293 52
internal_value=0 0.0106735 0.00715194 0.00586679 0.0076131 0.00039415 0.00523121 0.0116829 0.0121026 0.0117377 0.012688 0.00377622 0.00354002 0.00959916 0.012003 0.0117189 0.0123515 0.00549892 0.0106426 0.0134262 0.0114235 0.0106837 0.0140897
internal_weight=0 2141 477 423 335 175 228 1664 1385 1283 107 173 120 279 1208 1007 625 119 189 201 134 382 143
internal_count=2316 2141 477 423 335 175 228 1664 1385 1283 107 173 120 279 1208 1007 625 119 189 201 134 382 143
is_linear=0
shrinkage=0.00512441


Tree=93
num_leaves=19
num_cat=0
split_feature=1 2 49 4 52 16 11 1429 16 12 43 43 2 2 12 1 4 4
split_gain=566.858 139.453 131.697 141.515 82.9124 107.948 68.8421 79.664 56.2846 56.0924 40.0976 38.0802 31.7184 28.7423 36.0569 24.593 15.441 13.261
threshold=0.11684000000000001 0.099675000000000014 -0.045299999999999993 0.07252500000000002 0.024560000000000002 0.25761500000000009 0.077290000000000011 0.084770000000000012 -0.074254999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17922499999999997 -1.0000000180025095e-35 0.087830000000000005 0.081095000000000014 0.088595000000000021 -0.019114999999999997 -0.083584999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 9 7 11 -6 -3 -5 -1 -13 14 -14 -11 -7 -15
right_child=2 4 3 10 8 16 -8 -9 -10 15 -12 12 13 17 -16 -17 -18 -19
leaf_value=0.01478099971466266 -0.0053772322868443443 -0.0015587278173988782 0.011672942961624156 -0.0012622444342118523 0.014479712713004909 0.011296319702178381 0.016239770083420053 0.0052269669451465769 0.0077516417112537062 0.0079667794845311099 0.0039724026075902523 0.006628841508780731 0.015253759382552719 0.012352423504759159 0.011100731808130281 0.003224567990481886 0.0074016483926646762 0.0093612124618433473
leaf_weight=73 63 55 53 91 69 78 69 82 87 55 90 58 71 52 733 88 53 396
leaf_count=73 63 55 53 91 69 78 69 82 87 55 90 58 71 52 733 88 53 396
internal_value=0 0.00998795 0.00175924 0.00368085 0.00738832 0.00580463 0.0108098 0.010554 0.0107279 0.00321316 0.00134029 0.0108698 0.0106519 0.0108382 0.0114676 0.00504891 0.00972107 0.00970854
internal_weight=0 2019 297 234 485 329 1534 1465 156 198 181 1383 1310 1252 804 143 131 448
internal_count=2316 2019 297 234 485 329 1534 1465 156 198 181 1383 1310 1252 804 143 131 448
is_linear=0
shrinkage=0.00556108


Tree=94
num_leaves=22
num_cat=0
split_feature=1 1 0 131 13 39 159 4 151 49 158 15 15 51 0 150 1 15 1 13 15
split_gain=394.43 103.735 109.091 100.615 74.3992 87.1105 60.1507 54.2663 50.6564 44.7748 37.2909 45.2914 82.837 62.5477 33.8124 32.4691 30.8144 28.6522 11.2429 9.23698 10.2593
threshold=0.118385 0.088595000000000021 -0.14076499999999997 0.086835000000000009 -0.24588999999999997 0.088025000000000006 0.081445000000000017 0.032965000000000001 -0.11633499999999998 0.11580500000000001 0.07968500000000002 0.0056700000000000006 -0.0036549999999999998 -0.0021499999999999996 -0.090374999999999983 0.083680000000000018 0.10797500000000002 0.084050000000000014 0.073870000000000005 -0.0059899999999999997 0.076335000000000014
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 8 7 4 -2 -6 15 -3 -1 10 11 12 13 -10 -12 16 19 -13 -19 20 -4
right_child=3 2 6 -5 5 -7 -8 -9 9 -11 14 17 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.012558951237889249 -0.0056274270535546086 -0.0012580458614264169 0.0051482798883242748 0.0066131326705007772 0.0049690138098426621 -0.0024206767418937418 0.0027208547951280359 0.0050298743623931729 0.0099038513328669007 0.003760095591176741 0.012819087509292401 0.011477301150936821 0.0023994191149548216 0.0061800561570847451 0.0080451467899158528 0.0045324843085885096 0.011756473877675052 0.0080484796022825926 0.010205366538892518 0.0087799585758013676 0.007732019665555946
leaf_weight=61 54 71 57 62 76 82 75 65 183 61 75 83 89 286 72 71 52 457 69 100 115
leaf_count=61 54 71 57 62 76 82 75 65 183 61 75 83 89 286 72 71 52 457 69 100 115
internal_value=0 0.0073951 0.00566951 0.00104098 -0.000588356 0.00113352 0.00680447 0.00174682 0.00812327 0.00792645 0.00811982 0.00782233 0.00679849 0.00763316 0.0104812 0.00757971 0.0082473 0.00876034 0.00833152 0.00757624 0.00687609
internal_weight=0 2042 606 274 212 158 470 136 1436 1375 1314 1167 558 469 147 395 324 609 526 272 172
internal_count=2316 2042 606 274 212 158 470 136 1436 1375 1314 1167 558 469 147 395 324 609 526 272 172
is_linear=0
shrinkage=0.00497265


Tree=95
num_leaves=10
num_cat=0
split_feature=97 3 147 4 4 150 3 48 160
split_gain=216.897 183.873 110.569 92.2421 57.0946 44.8414 68.5265 90.4759 69.287
threshold=-0.0047149999999999996 0.31400500000000003 0.090425000000000019 0.51136500000000018 -0.51003499999999991 -0.050224999999999992 -0.0020049999999999994 0.10096000000000001 -0.010724999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -8
right_child=1 -3 -4 -5 5 6 8 -9 -10
leaf_value=-0.0043651918229607092 0.012720301620521924 -0.0027732778052949655 -0.00044345958535782449 0.00043439495705870963 0.0030737070220984188 0.0070681523257377001 0.014894374773183155 0.0017495415323406361 0.0080988480630124725
leaf_weight=56 52 62 62 63 84 1648 61 100 161
leaf_count=56 52 62 62 63 84 1648 61 100 161
internal_value=0 0.00644725 0.00670352 0.00690784 0.00710146 0.00695918 0.00712483 0.00676392 0.00996635
internal_weight=0 2293 2231 2169 2106 2054 1970 1748 222
internal_count=2349 2293 2231 2169 2106 2054 1970 1748 222
is_linear=0
shrinkage=0.00542845


Tree=96
num_leaves=16
num_cat=0
split_feature=97 3 149 147 0 51 160 48 47 0 3 52 12 47 51
split_gain=150.041 128.437 88.0085 84.7974 50.1102 69.4818 46.0792 64.801 44.8786 83.2982 74.0593 60.3226 40.8989 31.2755 14.8074
threshold=-0.0047149999999999996 0.31370500000000007 1.0000000180025095e-35 0.090425000000000019 -0.069734999999999978 -0.10998999999999999 -0.077319999999999986 0.082225000000000006 0.078875000000000015 -0.13010499999999997 -0.0053599999999999993 -0.043914999999999989 -0.06202499999999999 0.102035 -0.40274499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 14 -7 -8 9 11 13 -2 -11 -10 -6
right_child=1 -3 -4 -5 5 6 7 -9 10 12 -12 -13 -14 -15 -16
leaf_value=-0.0028984148003510356 -0.00035653101175639685 -0.0016764859379476691 0.010029874520060983 -0.00093884412285142325 0.0077364060026754227 -0.0011478572329260588 0.0039766252532537254 -0.0011377042646111702 0.0072679339864341382 0.0087490340509499814 0.010896672288819003 0.0042305737836771688 0.0048179290275061756 0.0034819038179828622 0.004755485921278186
leaf_weight=56 102 66 52 56 52 62 235 58 74 52 57 114 1142 92 79
leaf_count=56 102 66 52 56 52 62 235 58 74 52 57 114 1142 92 79
internal_value=0 0.00428088 0.00445746 0.00432421 0.00446332 0.00324142 0.0022458 0.00296407 0.00482695 0.00454113 0.00663392 0.00206423 0.00498917 0.00516993 0.00593911
internal_weight=0 2293 2227 2175 2119 486 355 293 1633 1410 223 216 1194 166 131
internal_count=2349 2293 2227 2175 2119 486 355 293 1633 1410 223 216 1194 166 131
is_linear=0
shrinkage=0.00433372


Tree=97
num_leaves=27
num_cat=0
split_feature=12 12 97 51 14 12 42 48 12 12 12 42 1447 150 48 47 42 402 12 12 12 47 42 42 42 42
split_gain=1566.79 529.644 255.139 243.976 287.468 206.749 155.397 82.9245 82.5294 63.246 53.033 99.9623 49.5869 23.1724 22.8462 19.105 22.797 14.6425 22.84 10.1299 8.47618 7.58916 6.73083 6.30815 3.3891 3.30598
threshold=0.054520000000000006 0.13969000000000004 -0.0047149999999999996 -0.10101999999999998 -1.0000000180025095e-35 0.10321000000000001 -0.034284999999999989 0.097500000000000017 -0.011819999999999999 0.092495000000000008 0.11486500000000001 -0.025789999999999997 -0.083899999999999988 0.083680000000000018 0.083570000000000019 0.08265500000000002 0.092340000000000019 0.084450000000000011 0.083715000000000026 0.095330000000000012 -0.090699999999999989 0.084210000000000021 0.10219500000000002 -0.010169999999999998 0.086000000000000007 -0.087004999999999985
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 5 -1 -4 -5 9 -6 8 20 12 11 -7 -2 -10 17 16 23 18 -14 -18 -8 -16 -21 25 -19 -11
right_child=1 -3 3 4 6 10 7 -9 13 15 -12 -13 14 -15 21 -17 19 24 -20 22 -22 -23 -24 -25 -26 -27
leaf_value=-0.00066614006483200886 0.020865256804197742 0.0031262977526370756 0.016270960816852687 0.015985598239697411 0.013073256343847355 0.015035381701469962 0.0049305304312830325 0.0010839418432023839 0.0098771334381530258 0.017562666524380072 0.015626432773790833 0.0076234540758907364 0.014895789255350579 0.00637297190503806 0.014608694570471129 0.013645384211739039 0.016395418850719993 0.018655956187862963 0.017882320585227041 0.013232437080294495 0.0026535023115629663 0.016885389790102338 0.015465454010704842 0.018462063797685401 0.020172126371050172 0.016015771284346822
leaf_weight=56 101 56 78 72 59 67 64 68 98 53 82 72 53 57 54 59 84 65 649 52 61 59 52 71 52 55
leaf_count=56 101 56 78 72 59 67 64 68 98 53 82 72 53 57 54 59 84 65 649 52 61 59 52 71 52 55
internal_value=0 0.0163363 0.00821654 0.00910968 0.00794344 0.0167766 0.00652064 0.00540957 0.00645991 0.0173728 0.0128404 0.0111964 0.0179569 0.00858881 0.0176417 0.0159562 0.0163276 0.017896 0.0176569 0.0152638 0.00381971 0.0157978 0.0143494 0.0174446 0.0193302 0.0167753
internal_weight=0 1736 613 557 479 1680 407 348 280 1459 221 139 1033 155 932 426 367 819 702 188 125 113 104 179 117 108
internal_count=2349 1736 613 557 479 1680 407 348 280 1459 221 139 1033 155 932 426 367 819 702 188 125 113 104 179 117 108
is_linear=0
shrinkage=0.00436607


Tree=98
num_leaves=20
num_cat=0
split_feature=1 4 3 1 3 13 4 4 48 3 156 160 160 51 402 13 13 13 3
split_gain=1369.42 364.167 299.609 157.828 116.338 112.879 91.1784 76.0467 54.3618 80.4187 52.5033 43.9516 37.4969 34.8036 34.3727 28.6955 27.4695 26.4539 20.8742
threshold=0.10124500000000002 -0.34140499999999996 -0.052614999999999995 0.12419000000000001 0.091170000000000015 0.046185000000000004 0.012315000000000001 0.043850000000000007 0.091150000000000023 -0.046989999999999997 0.088610000000000008 0.041405000000000004 -1.0000000180025095e-35 -0.011859999999999997 0.085575000000000026 -0.073949999999999988 -0.062109999999999992 -0.016289999999999995 -0.086889999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 6 7 15 -4 8 9 10 13 12 -9 18 -15 -3 -10 -5 -1
right_child=1 2 3 17 -6 -7 -8 11 16 -11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.016008362844046279 0.012838964878906831 0.0079190447383313909 0.0016600034668934475 0.00049603286803456045 0.0075982027441671889 0.0036037388449008494 0.0068633211536552972 0.011202170923906855 0.011507177965008815 0.015795246677950285 0.0096704681853691573 0.012564159392420865 0.0076401325834991943 0.011929450611087506 0.01376095975787321 0.011458471345355704 0.008100066229577112 -0.0027295210126388339 0.013132110212730355
leaf_weight=52 75 54 84 98 85 54 97 65 73 93 96 66 101 815 165 71 56 52 97
leaf_count=52 75 54 84 98 85 54 97 65 73 93 96 66 101 815 165 71 56 52 97
internal_value=0 0.00531754 0.00421137 0.00215075 0.0117719 0.00802156 0.00444874 0.0119831 0.0122948 0.0125166 0.0122676 0.0100393 0.00903514 0.0124884 0.0122379 0.00992975 0.0100284 -0.000621899 0.0141362
internal_weight=0 585 510 331 1764 179 181 1679 1447 1318 1225 232 166 1129 980 125 129 150 149
internal_count=2349 585 510 331 1764 179 181 1679 1447 1318 1225 232 166 1129 980 125 129 150 149
is_linear=0
shrinkage=0.0036556


Tree=99
num_leaves=17
num_cat=0
split_feature=4 39 13 43 14 0 4 14 4 43 0 4 42 13 133 160
split_gain=1434.94 377.161 336.868 180.902 133.612 217.554 127.27 121.654 83.6952 77.145 74.7098 261.956 45.6339 27.0887 26.1883 6.83113
threshold=0.30163500000000004 0.085245000000000015 -0.16392499999999996 -0.064499999999999988 0.076175000000000007 -0.12118 0.0063250000000000008 -0.44847999999999993 0.0047850000000000011 -0.072864999999999985 1.0000000180025095e-35 -0.49432999999999994 0.090040000000000023 -0.071244999999999989 0.097995000000000013 -0.080384999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 8 10 -2 -4 -9 12 -12 -7 -11 15 -8
right_child=7 3 4 -5 -6 6 14 9 -10 13 11 -13 -14 -15 -16 -17
leaf_value=0.005832795727727649 0.0087200720417515785 0.0048772330631840291 0.0058761883550845426 0.013101651661400987 0.018989144086935545 0.015060435573834529 0.013423591408698574 -0.00047550052214627659 0.011697561717508156 0.0023262227500377704 0.015691148080401177 0.005810156007511497 0.013540641795233385 0.0056952328366653348 0.0096841158392169755 0.011903849441834256
leaf_weight=72 53 103 58 52 61 914 52 69 71 54 91 56 355 72 66 150
leaf_count=72 53 103 58 52 61 914 52 69 71 54 91 56 355 72 66 150
internal_value=0 0.0130328 0.0134626 0.00763664 0.0137557 0.0135796 0.0139242 0.00389139 0.0090805 0.00257879 0.0143542 0.0119272 0.0146353 0.00425168 0.0116524 0.0122953
internal_weight=0 2101 1946 155 1874 1813 1684 248 129 195 1416 147 1269 126 268 202
internal_count=2349 2101 1946 155 1874 1813 1684 248 129 195 1416 147 1269 126 268 202
is_linear=0
shrinkage=0.00359404


Tree=100
num_leaves=16
num_cat=0
split_feature=2 1 52 14 2 2 3 3 3 41 11 1 3 2 151
split_gain=501.491 299.683 114.556 116.343 139.397 202.942 120.989 62.2849 81.0295 39.8088 99.8228 49.0352 95.6963 42.321 21.9655
threshold=0.17000000000000001 0.10141500000000002 -0.41304999999999997 -1.0000000180025095e-35 0.10272000000000002 -1.0000000180025095e-35 -0.018739999999999996 0.091170000000000015 0.0051600000000000005 0.082095000000000015 0.077415000000000012 0.080270000000000022 -0.092714999999999978 0.092365000000000017 -0.055494999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 -5 -6 8 9 10 11 13 -13 -1 -8
right_child=-2 2 3 4 6 -7 14 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.010234438101507287 -0.011297757700076041 0.010840952073862611 0.0086855607912810114 -0.0014542883909611658 -0.010025031462070446 0.011500503277364568 -0.0024628694389875086 0.0036397883093332315 0.016014941250569476 0.0038026844336767297 0.017263310387196792 -0.00088197374128545607 0.0080764123139520812 0.0078451769189319832 0.0026796256754726363
leaf_weight=742 53 71 91 93 58 87 52 81 61 56 53 52 300 439 76
leaf_count=742 53 71 91 93 58 87 52 81 61 56 53 52 300 439 76
internal_value=0 0.00767067 0.00363545 0.00251586 0.000981681 0.00480683 -0.00271973 0.00886492 0.0091134 0.00885697 0.00903539 0.00875089 0.00675283 0.00934636 0.000589978
internal_weight=0 2312 528 457 366 180 186 1784 1703 1642 1586 1533 352 1181 128
internal_count=2365 2312 528 457 366 180 186 1784 1703 1642 1586 1533 352 1181 128
is_linear=0
shrinkage=0.00609715


Tree=101
num_leaves=26
num_cat=0
split_feature=1 4 1 1 16 4 15 15 15 12 12 133 16 4 403 1 16 1429 15 4 4 159 133 133 4
split_gain=302.875 161.997 81.0336 102.677 104.232 79.7439 82.9291 73.5152 53.4007 92.4337 80.665 90.5052 75.4116 121.108 41.2124 36.6347 38.6957 22.8841 19.3378 21.4089 18.0601 16.7541 10.8186 9.97099 7.25644
threshold=0.10312500000000001 -0.17689999999999997 0.13301500000000002 0.11189500000000001 -0.019749999999999993 0.24099500000000004 -0.15614499999999998 -0.41606999999999994 0.03981500000000001 0.081810000000000008 0.083425000000000013 0.056015000000000002 0.15454000000000004 -0.00076499999999999995 -0.080879999999999994 0.11530500000000002 0.051380000000000002 0.082720000000000002 0.11315500000000002 -0.085574999999999984 -0.012224999999999998 0.082585000000000006 -0.0042049999999999995 0.024130000000000002 -0.057539999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 -1 -4 10 -10 11 12 13 -8 -12 -5 -17 21 19 23 -19 -16 -21 -11 -20
right_child=1 2 7 15 -6 -7 8 -9 9 18 14 -13 -14 -15 17 16 -18 20 24 22 -22 -23 -24 -25 -26
leaf_value=0.011065895866620032 0.008419960727128575 0.0021177459758093056 0.00090290548340551512 0.0073877299558388213 -0.0066641384920931111 4.3839648559051155e-05 -0.0069278062641493663 -0.0059364523132465459 0.012504810761701596 0.0068377467297568275 0.0016537121049611193 0.0072669343236112429 0.0050481225709757306 0.002960657761972507 0.005055467751247919 0.0010672701162533658 0.0061291933057628818 0.0098171169258424781 0.0028885028062777336 0.0064410643504604825 0.0062436211249194389 0.0073741525299542672 0.0050130190747978576 0.0090810245964410528 0.0053865703723889064
leaf_weight=66 69 75 74 53 52 56 53 69 54 116 53 63 57 60 349 101 52 57 52 281 74 89 212 74 54
leaf_count=66 69 75 74 53 52 56 53 69 54 116 53 63 57 60 349 101 52 57 52 281 74 89 212 74 54
internal_value=0 0.00159392 0.000604326 0.00189327 -0.00147759 0.0056449 0.00582268 -0.00239685 0.00561885 0.00647036 0.00477923 0.00238659 0.000577698 -0.00167684 0.00567542 0.00397167 0.002788 0.00604994 0.00605729 0.00635143 0.00779889 0.00552673 0.00582708 0.00771171 0.00416158
internal_weight=0 545 476 333 127 1820 1764 143 1698 843 855 233 170 113 622 206 153 569 789 683 131 438 493 190 106
internal_count=2365 545 476 333 127 1820 1764 143 1698 843 855 233 170 113 622 206 153 569 789 683 131 438 493 190 106
is_linear=0
shrinkage=0.00476684


Tree=102
num_leaves=20
num_cat=0
split_feature=1 2 2 2 13 43 150 16 0 2 0 1 16 472 158 0 0 13 47
split_gain=877.126 203.404 241.487 126.666 100.432 112.218 77.3454 192.77 177.445 71.0835 47.9092 45.4883 35.0606 34.3956 40.5538 94.1124 42.0245 19.6623 5.10877
threshold=0.10312500000000001 0.12051500000000002 -1.0000000180025095e-35 0.10293500000000001 -0.088289999999999993 -1.0000000180025095e-35 0.089910000000000018 -0.015159999999999998 -0.14989499999999997 0.11366500000000002 -0.13972999999999997 0.12719000000000003 0.15454000000000004 -0.079609999999999986 0.07968500000000002 -0.10891999999999999 -0.076639999999999986 -0.033649999999999992 0.10678000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 11 18 -3 -6 8 -8 -1 13 -5 -2 -11 -10 15 -15 -17 -16 -4
right_child=1 4 3 10 5 -7 7 -9 9 12 -12 -13 -14 14 17 16 -18 -19 -20
leaf_value=0.018882068458409597 0.0051973214585144204 -0.0021833062747580521 0.015328023760472249 0.0053153854560921681 0.00049054569824478621 0.0092989787714487897 0.0023049389042396218 0.013989360177124157 0.016249104252939607 0.0064382242127808045 0.010864761557272186 -0.00088898981247354848 0.011349693730598175 0.0065098749032751332 0.01351330345546607 0.013148763434903992 0.011165700413326683 0.016910900539972348 0.01329349848902304
leaf_weight=99 53 72 55 80 65 59 52 72 59 56 57 52 70 56 89 898 307 62 52
leaf_count=99 53 72 55 80 65 59 52 72 59 56 57 52 70 56 89 898 307 62 52
internal_value=0 0.00592951 0.00804643 0.0105696 0.00215983 0.00468205 0.0126164 0.00908984 0.0128742 0.0125017 0.00762461 0.00218268 0.00916721 0.0127873 0.0126426 0.0123712 0.0126436 0.0149087 0.0143397
internal_weight=0 545 349 244 196 124 1820 124 1696 1597 137 105 126 1471 1412 1261 1205 151 107
internal_count=2365 545 349 244 196 124 1820 124 1696 1597 137 105 126 1471 1412 1261 1205 151 107
is_linear=0
shrinkage=0.00462378


Tree=103
num_leaves=19
num_cat=0
split_feature=4 2 123 2 0 13 13 3 43 1429 2 49 4 43 42 43 4 48
split_gain=1355.47 724.523 231.263 170.44 157.604 86.764 119.059 85.2675 58.9867 56.2475 50.9836 44.2273 40.1577 42.9653 34.1979 33.1267 29.7084 19.683
threshold=0.27834500000000006 0.14234000000000005 0.080635000000000012 0.10060500000000001 -0.13740499999999997 -0.089899999999999994 1.0000000180025095e-35 -0.14162499999999997 -0.049364999999999992 0.084770000000000012 0.091250000000000012 -0.077819999999999986 -0.16772499999999999 -0.065804999999999989 0.088305000000000008 0.0039500000000000013 0.053455000000000009 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -2 8 -1 -7 10 14 -4 -6 16 -9 -15 -14 -12
right_child=5 -3 11 4 12 6 -8 9 -10 -11 17 -13 13 15 -16 -17 -18 -19
leaf_value=0.020065463300144668 0.00063942906917172787 0.0015177162405169207 0.012133476521792834 0.0064928654850694798 0.016311729110265655 0.0049232479897706061 0.00067541589579959429 0.016899547716192849 0.010939238043164297 0.012182192009996594 0.014975259933384152 0.0069053868970196681 0.01726127637529944 0.0088902291751285396 0.015241444516261103 0.013446343871809015 0.01286745931500986 0.012186147168792145
leaf_weight=91 81 73 54 58 100 52 53 792 67 72 213 63 53 55 312 60 58 58
leaf_count=91 81 73 54 58 100 52 53 792 67 72 213 63 53 55 312 60 58 58
internal_value=0 0.0146334 0.0151029 0.015455 0.0129294 0.00425559 0.00595829 0.0160856 0.00831078 0.0158352 0.0160265 0.00931874 0.0140744 0.0130842 0.016431 0.0112677 0.0149658 0.0143785
internal_weight=0 2112 2039 1922 384 253 172 1538 119 1447 1375 117 326 226 1104 115 111 271
internal_count=2365 2112 2039 1922 384 253 172 1538 119 1447 1375 117 326 226 1104 115 111 271
is_linear=0
shrinkage=0.00423683


Tree=104
num_leaves=24
num_cat=0
split_feature=1 2 3 2 2 49 150 2 158 3 1429 4 150 4 3 50 52 52 52 4 394 3 4
split_gain=1865.38 391.033 377.823 157.916 156.005 109.551 99.3557 85.639 81.2126 69.0445 65.6347 59.6592 46.359 46.3139 32.9855 32.6986 32.5686 26.416 36.6994 26.2912 21.6976 18.6358 10.5119
threshold=0.10312500000000001 0.12051500000000002 -0.029309999999999996 -1.0000000180025095e-35 0.090000000000000011 -0.03195499999999999 0.082965000000000025 0.11366500000000002 0.07968500000000002 0.12991000000000003 0.084770000000000012 -0.097514999999999977 0.092010000000000022 0.062150000000000004 -0.016164999999999995 0.088895000000000016 -0.10692499999999998 0.086400000000000018 -0.51296999999999993 0.076415000000000025 -0.0088999999999999982 -0.10032499999999998 -0.078454999999999983
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 13 -4 10 -3 7 8 15 -7 11 -1 14 -2 20 17 -9 18 -6 -5 -13 -22 -19
right_child=1 5 3 19 6 9 -8 16 -10 -11 -12 12 -14 -15 -16 -17 -18 22 -20 -21 21 -23 -24
leaf_value=0.024151093891342928 0.019176028948798593 -0.0012384589460403164 0.0033415210983151135 0.0092996610253176116 0.019504571865782458 0.0036410670303643061 0.012220000191824433 0.017003865687439265 0.022942328999249879 0.0099008496609764938 0.015157108082870512 0.021607478060422781 0.015702793976819146 0.014068435993500834 0.023025809738896806 0.02018232055591292 0.012445037949225456 0.020161941833121071 0.015281435423092682 0.013545700612769976 0.021962910970201348 0.019200795615463284 0.017754969735315762
leaf_weight=62 96 53 83 59 52 84 76 52 66 59 60 100 55 55 62 86 76 53 184 56 52 672 112
leaf_count=62 96 53 83 59 52 84 76 52 66 59 60 100 55 55 62 86 76 53 184 56 52 672 112
internal_value=0 0.00921807 0.0120328 0.00800344 0.0185694 0.00420593 0.0170306 0.0175674 0.0183242 0.00622411 0.0196652 0.0199348 0.019657 0.017316 0.0199024 0.0176982 0.0142974 0.0171653 0.0162122 0.0113677 0.0196673 0.0193992 0.0185284
internal_weight=0 545 349 198 1820 196 757 681 553 143 1063 1003 941 151 886 487 128 401 236 115 824 724 165
internal_count=2365 545 349 198 1820 196 757 681 553 143 1063 1003 941 151 886 487 128 401 236 115 824 724 165
is_linear=0
shrinkage=0.00443403


Tree=105
num_leaves=23
num_cat=0
split_feature=1 52 123 1 2 2 3 43 14 0 1 2 12 43 15 15 1 1 0 43 52 0
split_gain=5916.21 1168.78 629.146 558.674 467.057 300.297 194.982 288.809 170.414 155.986 245.86 123.257 95.0638 66.952 56.0066 51.7182 60.6247 48.2474 46.1446 42.2046 35.8881 11.5478
threshold=0.104035 -0.41304999999999997 1.0000000180025095e-35 0.12500000000000003 1.0000000180025095e-35 0.099325000000000011 0.30112000000000005 -1.0000000180025095e-35 0.076175000000000007 -0.10566999999999999 0.083555000000000018 0.12454500000000002 0.091625000000000012 -0.00013499999999999997 0.079575000000000021 -0.021954999999999999 0.077300000000000021 0.090785000000000018 -0.071969999999999992 -0.075574999999999989 -1.0000000180025095e-35 -0.074274999999999994
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 -2 5 4 -3 8 7 -5 9 10 -1 15 17 -6 20 19 -17 18 -11 -7 -14 -16
right_child=1 3 -4 6 13 11 -8 -9 -10 12 -12 -13 14 -15 21 16 -18 -19 -20 -21 -22 -23
leaf_value=0.074432132905680751 0.073432197192761881 0.066064821632472945 0.061568330534339195 0.049052095613187706 0.052207929460268705 0.070771201243127177 0.045233309412002876 0.060062751616176496 0.079119138522342605 0.073772638948774935 0.063226755728917214 0.063758204170072913 0.071278092994796038 0.057208361876527579 0.073202237429356956 0.069676323841407747 0.074968860698425566 0.070528351116647653 0.07740724080609783 0.066852595723240135 0.067230554065456472 0.071347240402276857
leaf_weight=52 57 89 81 89 60 71 62 54 62 793 59 52 69 103 149 75 52 61 53 87 57 73
leaf_count=52 57 89 81 89 60 71 62 54 62 793 59 52 69 103 149 75 52 61 53 87 57 73
internal_value=0 0.0574009 0.0718021 0.0554013 0.059146 0.0722717 0.0507979 0.0532102 0.0730245 0.0727478 0.0684765 0.069082 0.0731256 0.055368 0.0714538 0.0700532 0.0718437 0.0737669 0.0740004 0.0686137 0.0694474 0.0725924
internal_weight=0 514 1846 457 252 1765 205 143 1428 1366 111 337 1255 163 348 285 127 907 846 158 126 222
internal_count=2360 514 1846 457 252 1765 205 143 1428 1366 111 337 1255 163 348 285 127 907 846 158 126 222
is_linear=0
shrinkage=0.00375408


Tree=106
num_leaves=21
num_cat=0
split_feature=4 3 39 2 14 2 4 3 43 3 2 2 49 43 2 4 42 13 15 13
split_gain=5403.93 1776.37 1225.6 490.022 359.62 296.509 280.684 226.599 216.687 142.973 199.698 137.175 85.7559 74.2524 113.831 63.574 55.525 65.6607 31.5112 13.9227
threshold=0.30163500000000004 0.25468500000000005 0.081875000000000017 0.10497000000000002 0.076175000000000007 0.13538500000000001 -0.031874999999999994 -0.063814999999999997 -0.073404999999999984 -0.11255999999999998 0.064660000000000009 0.089830000000000007 -0.05307499999999999 -0.0010499999999999999 0.092855000000000007 -0.37626499999999991 0.088305000000000008 0.0049200000000000008 -0.082674999999999985 -0.066934999999999981
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 2 3 4 11 9 15 -8 12 -2 -11 16 -4 18 -15 -5 17 -1 -13 -18
right_child=5 -3 8 6 -6 -7 7 -9 -10 10 -12 13 -14 14 -16 -17 19 -19 -20 -21
leaf_value=0.030493001063443888 0.016937077966479055 0.0065029909334686897 0.012788099702387026 0.030268658545725299 0.037216498803251383 0.004214990238588014 0.024269122028924815 0.01514853503563778 0.024368933791932852 0.0050083750381899493 0.014448959295086819 0.030385257544549977 0.01897702629103528 0.020953042533075547 0.027273945693158223 0.025547882567769863 0.02863343685506323 0.027579119132919144 0.027625783924715205 0.026683306674559669
leaf_weight=669 59 52 62 67 69 83 89 57 53 53 62 73 53 52 121 80 237 116 194 59
leaf_count=669 59 52 62 67 69 83 89 57 53 53 62 73 53 52 121 80 237 116 194 59
internal_value=0 0.0271131 0.0276356 0.0284601 0.0292421 0.00976858 0.0242163 0.0207086 0.0183945 0.0124175 0.0100984 0.0288803 0.0156407 0.0271985 0.0253742 0.0276998 0.0295648 0.0300625 0.0283804 0.0282449
internal_weight=0 2103 2051 1883 1590 257 293 146 168 174 115 1521 115 440 173 147 1081 785 267 296
internal_count=2360 2103 2051 1883 1590 257 293 146 168 174 115 1521 115 440 173 147 1081 785 267 296
is_linear=0
shrinkage=0.00357052


Tree=107
num_leaves=25
num_cat=0
split_feature=1 1 1 457 52 0 43 14 1 47 0 0 15 52 15 15 160 1 52 133 43 133 43 49
split_gain=2997.92 436.792 377.418 435.596 213.833 200.645 187.095 156.799 104.421 87.7144 55.7717 74.4404 246.274 52.7886 51.6342 48.4839 46.9082 38.6357 29.6706 24.8445 19.4021 16.2661 12.5369 7.56689
threshold=0.109225 0.13630500000000004 0.092415000000000011 0.083415000000000017 -0.11044 0.062580000000000011 -0.078564999999999982 0.076175000000000007 0.14787500000000001 0.09585500000000001 -0.077639999999999987 -0.10566999999999999 -0.10364499999999999 -0.023474999999999996 0.0056700000000000006 0.022565000000000005 -0.019794999999999997 0.11990500000000003 -0.51745999999999992 0.089270000000000002 0.18822500000000003 0.10029000000000002 -0.094134999999999983 0.096010000000000012
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 4 5 6 -2 7 -4 10 -3 13 11 12 -1 -6 16 18 -12 -15 -8 20 -13 -16 -21 -18
right_child=1 8 3 -5 9 -7 15 -9 -10 -11 14 19 -14 17 21 -17 23 -19 -20 22 -22 -23 -24 -25
leaf_value=0.02855313577504541 0.022532212891688948 0.011623056711897567 0.018464263633154083 0.013214644199727557 0.011203374846961434 0.018750840906643963 0.025321339787099561 0.030212069367755102 0.0055200526976964077 0.01876289157078171 0.019722230173533258 0.026058594605186128 0.018975637747739266 0.017127195655939821 0.026051192265380906 0.02672754109455297 0.024521920787031616 0.013134207114292548 0.022023743919287443 0.026024951973867033 0.024116357567846022 0.023910822593201483 0.024130009255271933 0.022777602688135827
leaf_weight=52 56 80 80 66 56 58 52 68 54 57 52 719 76 59 90 76 55 53 80 54 65 76 164 62
leaf_count=52 56 80 80 66 56 58 52 68 54 57 52 719 76 59 90 76 55 53 80 54 65 76 164 62
internal_value=0 0.0142011 0.0242382 0.0210716 0.016603 0.0249428 0.0228721 0.025177 0.00916391 0.0151271 0.0249433 0.0253039 0.0228668 0.0138933 0.0237267 0.0245672 0.0224056 0.015238 0.0233231 0.0256152 0.0258976 0.0250715 0.0245996 0.0235979
internal_weight=0 415 1945 354 281 1591 288 1533 134 225 1465 1130 128 168 335 208 169 112 132 1002 784 166 218 117
internal_count=2360 415 1945 354 281 1591 288 1533 134 225 1465 1130 128 168 335 208 169 112 132 1002 784 166 218 117
is_linear=0
shrinkage=0.00339015


Tree=108
num_leaves=26
num_cat=0
split_feature=2 2 2 2 150 16 49 52 16 2 2 52 2 133 16 133 51 475 2 16 2 47 16 43 16
split_gain=3648.5 1568.93 863.133 578.454 469.999 350.797 293.728 156.07 403.291 90.6298 86.8017 105.897 100.243 82.7598 66.9544 60.8902 46.0148 43.46 42.8628 33.5602 32.0375 30.019 14.897 14.3184 3.51834
threshold=0.12051500000000002 -1.0000000180025095e-35 0.099675000000000014 0.17000000000000001 1.0000000180025095e-35 -0.059624999999999991 0.0060900000000000008 0.024560000000000002 0.25761500000000009 0.10803500000000001 0.090000000000000011 -0.14816999999999997 0.074875000000000011 0.024130000000000002 -0.14101499999999997 -0.0059799999999999992 0.082455000000000014 -0.0095899999999999978 0.13574000000000003 -0.095229999999999995 0.083970000000000017 0.107145 -0.074254999999999988 -0.083154999999999993 -0.043889999999999992
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=1 5 10 6 7 -1 18 8 9 -4 12 -12 19 15 -14 -13 20 -10 -2 -3 -16 23 -9 -21 -15
right_child=3 2 4 -5 -6 -7 -8 22 17 -11 11 13 14 24 16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.0053442263772798104 0.0097506442199008538 0.021693795093307437 0.017519333290199418 -0.0035817686976597602 0.010026180853268403 0.01719522856275128 0.016876633147237072 0.02628426245776936 0.027025106376956255 0.010452470225252933 0.028778597607209255 0.023715128837867441 0.031172633521567458 0.024894443242289066 0.029140466168950191 0.019156243870192866 0.023537236246701995 0.022202737859902372 0.0051595261556834828 0.027081641392394402 0.026674234630574247 0.022349960607600531 0.023518881984813285 0.02507213569823126 0.026179050083829161
leaf_weight=77 55 52 55 55 70 77 76 54 52 57 62 89 57 96 97 92 63 65 73 73 512 53 69 226 53
leaf_count=77 55 52 55 55 70 77 76 54 52 57 62 89 57 96 97 92 63 65 73 73 512 53 69 226 53
internal_value=0 0.0233328 0.0242869 0.0077166 0.0193177 0.01127 0.0107629 0.0211653 0.0192487 0.0139232 0.025662 0.0240684 0.0262133 0.0231833 0.0270832 0.0213981 0.0267363 0.0243464 0.0071326 0.0246436 0.0270671 0.0250792 0.0247333 0.0255629 0.0253517
internal_weight=0 2101 1947 259 422 154 204 352 229 112 1525 392 1133 330 729 181 672 117 128 404 609 352 123 299 149
internal_count=2360 2101 1947 259 422 154 204 352 229 112 1525 392 1133 330 729 181 672 117 128 404 609 352 123 299 149
is_linear=0
shrinkage=0.00392572


Tree=109
num_leaves=17
num_cat=0
split_feature=4 3 1 4 3 160 3 16 49 0 3 0 16 52 43 160
split_gain=908.45 265.437 152.495 201.359 151 149.102 143.244 107.629 101.741 83.3869 88.2479 80.9285 63.4337 76.0888 17.9784 16.5331
threshold=0.27552000000000004 0.20828500000000003 0.10124500000000002 -0.34140499999999996 -0.048154999999999996 -0.077944999999999987 -0.010299999999999998 -0.0094449999999999968 -0.13513499999999998 0.036480000000000005 0.09037000000000002 -0.10147999999999999 0.041625000000000002 -0.14488499999999996 -0.077704999999999982 0.0021250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 14 -2 -7 -6 -1 10 12 -8 13 -10 -5 -14
right_child=5 -3 3 4 7 6 11 -9 9 -11 -12 -13 15 -15 -16 -17
leaf_value=0.026795345893573096 0.016152964607165511 0.0068575759715841234 0.023275223838204431 0.019440836559699179 0.013357829052311981 0.01085794923945853 0.0063019239739447574 0.0029188811840135474 0.026200927173279692 0.014533090306455729 0.012803002268070107 -0.0026251701688913567 0.016402221033027038 0.019942947383979396 0.015055343831631807 0.019412580373748187
leaf_weight=52 52 54 68 55 60 97 61 53 58 102 54 55 177 1236 52 74
leaf_count=52 52 54 68 55 60 97 61 53 58 102 54 55 177 1236 52 74
internal_value=0 0.0185384 0.0188474 0.0152474 0.0127658 0.00805006 0.00607162 0.00846219 0.0194388 0.0192139 0.0195125 0.00206876 0.0197469 0.0202235 0.0173101 0.01729
internal_weight=0 2095 2041 288 220 265 213 113 1753 1701 1599 116 1545 1294 107 251
internal_count=2360 2095 2041 288 220 265 213 113 1753 1701 1599 116 1545 1294 107 251
is_linear=0
shrinkage=0.00533702


Tree=110
num_leaves=25
num_cat=0
split_feature=1 3 4 14 3 43 4 1 39 52 4 3 133 12 3 12 1 12 133 42 160 160 42 160
split_gain=6148.75 1328.37 382.711 373.735 341.418 491.16 309.651 273.672 128.248 105.484 95.7857 78.0024 114.159 94.2817 81.4788 90.2353 92.9467 69.3284 62.7458 61.8738 36.0993 20.6053 18.0354 16.0778
threshold=0.10141500000000002 -0.052614999999999995 0.30163500000000004 0.062655000000000016 0.31534000000000006 -0.024279999999999996 0.0071200000000000005 0.083555000000000018 0.088025000000000006 -0.52313499999999991 0.27552000000000004 -0.097574999999999981 0.047025000000000004 0.090630000000000002 0.086245000000000016 0.090310000000000015 0.090195000000000011 0.082295000000000021 0.097995000000000013 0.092575000000000018 0.041405000000000004 -0.082179999999999989 -0.079234999999999986 -1.0000000180025095e-35
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 9 6 5 8 11 18 -3 -2 -7 12 13 -1 15 16 17 -13 20 -10 23 -17 -23 -8
right_child=1 4 -4 -5 -6 10 7 -9 19 -11 -12 14 -14 -15 -16 21 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.022190598834132904 0.030917615366671713 0.01405866414622137 0.016223023593794714 0.038111302791474073 0.0050624805179465444 0.021072181715724572 0.029125760502132145 0.018763025333324145 0.0098188773667914359 0.024443928261754688 0.014877557913473944 0.035322637898754103 0.03218899466945898 0.028815211430491587 0.026878579827261107 0.02752567975698059 0.026911524632396096 0.031408305058641735 0.024586554750473073 0.0042687543811575218 0.03137529941480232 0.031413355080156531 0.029282530373590712 0.026348325149363822
leaf_weight=53 52 52 66 68 74 87 55 56 54 92 53 66 53 61 80 71 56 636 61 52 53 65 283 56
leaf_count=53 52 52 66 68 74 87 55 56 54 92 53 66 53 61 80 71 56 636 61 52 53 65 283 56
internal_value=0 0.0161637 0.0234636 0.0297633 0.0120426 0.0137758 0.0294303 0.0259465 0.00938812 0.0267819 0.0187274 0.0301177 0.027784 0.0257357 0.0304278 0.030669 0.031417 0.0317764 0.0277343 0.00709654 0.0289048 0.0293156 0.0296806 0.0277249
internal_weight=0 582 210 1773 372 298 1705 281 158 144 140 1424 167 114 1257 1177 758 702 225 106 164 419 348 111
internal_count=2355 582 210 1773 372 298 1705 281 158 144 140 1424 167 114 1257 1177 758 702 225 106 164 419 348 111
is_linear=0
shrinkage=0.00363035


Tree=111
num_leaves=25
num_cat=0
split_feature=4 3 150 43 3 0 3 4 52 0 0 16 11 43 4 4 42 16 43 16 4 0 402 42
split_gain=6510.1 2237.19 919.948 748.006 310.202 268.95 248.869 203.279 173.887 116.333 114.956 219 111.325 78.8796 64.1856 49.7848 41.9035 34.8597 24.9893 21.4931 19.2834 15.1985 13.8629 2.28778
threshold=0.30163500000000004 -0.06340999999999998 0.091105000000000005 -0.033174999999999989 0.11372500000000001 -0.14666499999999996 -0.11756999999999999 0.0082450000000000006 -0.0093349999999999978 -0.065249999999999989 -0.062694999999999987 0.070130000000000012 0.077415000000000012 1.0000000180025095e-35 0.50230500000000011 -0.00013999999999999996 0.090040000000000023 -0.069144999999999984 0.0035900000000000007 0.0063750000000000013 -0.070894999999999986 -0.085669999999999982 -0.0088649999999999979 0.087195000000000009
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 3 8 13 -1 -2 10 -3 14 16 -12 -13 15 -8 -5 18 23 21 22 -20 -7 -18 -9
right_child=6 2 -4 4 -6 7 9 17 -10 -11 11 12 -14 -15 -16 -17 19 -19 20 -21 -22 -23 -24 -25
leaf_value=0.047924300131976079 0.018735036084074386 0.018115104992541157 0.012096087595481263 0.035984855665148044 0.02555994374404676 0.040355886329874989 0.0069207405959585966 0.035797364209117152 0.028282922635093775 0.0027209360880046914 0.027457026258454548 0.034228892025147187 0.042840698053680334 0.032506300421329112 0.013284150461041524 0.041238282695121566 0.036545501076207937 0.0312865309082783 0.038981439921218018 0.035185225576460151 0.035361024515984649 0.039038684090435483 0.038922883999663607 0.034431175951168666
leaf_weight=54 62 103 72 82 70 322 57 53 52 55 56 66 58 69 76 68 82 91 70 74 54 419 135 55
leaf_count=54 62 103 72 82 70 322 57 53 52 55 56 66 58 69 76 68 82 91 70 74 54 419 135 55
internal_value=0 0.0353197 0.0271218 0.0295583 0.0338659 0.0379818 0.0108618 0.037632 0.0215266 0.00826503 0.0382687 0.0348975 0.0382574 0.0365205 0.0105573 0.0383667 0.0387935 0.0333575 0.039295 0.0373028 0.0374052 0.0396111 0.0380247 0.0351021
internal_weight=0 2105 516 444 289 1589 250 1535 155 188 1336 180 124 219 133 150 1156 199 865 291 124 741 217 108
internal_count=2355 2105 516 444 289 1589 250 1535 155 188 1336 180 124 219 133 150 1156 199 865 291 124 741 217 108
is_linear=0
shrinkage=0.00453128


Tree=112
num_leaves=23
num_cat=0
split_feature=1 3 150 475 2 2 2 14 11 3 2 12 15 13 133 156 3 12 42 15 15 13
split_gain=947.567 297.428 100.482 129.064 95.5302 89.5277 195.258 93.2474 88.8575 101.119 82.3606 49.3567 38.4145 31.0284 52.4589 30.4568 23.3211 20.2117 14.6394 12.2745 9.13192 5.0205
threshold=0.10141500000000002 -0.06340999999999998 0.095565000000000011 -1.0000000180025095e-35 0.10527500000000002 -0.007134999999999999 0.106285 -1.0000000180025095e-35 1.0000000180025095e-35 -0.12077499999999998 0.14307 0.089765000000000025 -0.084629999999999997 -0.090744999999999978 -0.06512999999999998 0.08956500000000002 0.021805000000000001 0.11769500000000001 0.090115000000000015 -0.03886499999999999 0.087125000000000022 -0.062109999999999992
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 4 8 -4 18 -3 -7 -8 9 -1 12 13 -9 14 -11 16 -15 19 -2 21 -21 -13
right_child=1 5 3 -5 -6 6 7 10 -10 11 -12 17 -14 15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.013202142857213247 0.024384690667202075 0.0032567909722538567 0.021812513719133515 0.0084206615494224167 0.01357319511692882 0.019283049541508293 0.014413682850861502 0.0053048997935228361 0.027100378775645282 0.02281729181865267 0.00036717417222891776 0.020111867069646766 0.01251019922279893 0.0226737563053253 0.01476880987698106 0.026878137780621709 0.018711784566316076 0.016416971065249718 0.019842551779470981 0.023107674581822415 0.020565570683034606 0.018209673066617735
leaf_weight=59 52 80 54 52 90 71 59 55 93 70 68 102 54 639 52 59 60 53 53 63 312 105
leaf_count=59 52 80 54 52 90 71 59 55 93 70 68 102 54 639 52 59 60 53 53 63 312 105
internal_value=0 0.0120517 0.0209723 0.0152435 0.0181609 0.00897328 0.0104627 0.00780886 0.0213365 0.0209959 0.00560688 0.0212994 0.00887509 0.0222301 0.0193873 0.0226876 0.0223338 0.0200095 0.0220926 0.0203365 0.0209928 0.0191473
internal_weight=0 582 1773 106 195 387 307 236 1667 1574 177 1515 109 880 122 758 699 635 105 582 375 207
internal_count=2355 582 1773 106 195 387 307 236 1667 1574 177 1515 109 880 122 758 699 635 105 582 375 207
is_linear=0
shrinkage=0.00606586


Tree=113
num_leaves=24
num_cat=0
split_feature=12 3 43 12 43 52 52 12 124 3 3 15 12 15 3 12 39 12 15 15 52 12 15
split_gain=3352.65 933.933 991.057 882.712 429.744 392.865 280.501 278.307 143.525 87.3781 156.108 116.348 78.5279 63.3494 42.5265 25.3305 23.5598 20.9719 17.0308 9.86712 6.31689 5.15048 4.8929
threshold=0.054520000000000006 0.30112000000000005 -0.031974999999999996 0.13969000000000004 -0.095564999999999983 -0.083119999999999986 0.048285000000000008 0.10337000000000002 -0.081324999999999981 -0.14162499999999997 -0.10237999999999998 1.0000000180025095e-35 0.092495000000000008 -0.03886499999999999 0.091170000000000015 0.11436 0.087015000000000009 0.086795000000000011 -0.033689999999999991 0.090125000000000011 0.084755000000000011 0.09697500000000002 0.096385000000000012
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=1 2 4 7 -1 -4 14 9 16 11 -11 -2 17 15 -7 -9 -6 20 21 -19 -12 -14 -20
right_child=3 -3 5 -5 8 6 -8 13 -10 10 12 -13 18 -15 -16 -17 -18 19 22 -21 -22 -23 -24
leaf_value=0.023213745540347219 0.029236472631506829 0.00636641349370504 0.031648498474053793 0.012708358942552331 0.01498236241535821 0.020632147110587126 0.028167689569859836 0.020794089990579835 0.0058851676094603973 0.022239669964111131 0.030665883779210729 0.03672510026960308 0.027021457033212612 0.026650873700246942 0.01657755161689067 0.024467386010557285 0.011433187121530446 0.029425023069421987 0.028762572556550674 0.02803639167770711 0.029599770587463978 0.0254454006629849 0.027497866363377116
leaf_weight=53 82 98 79 56 56 82 68 65 65 53 290 52 85 102 77 52 59 407 112 99 125 53 85
leaf_count=53 82 98 79 56 56 82 68 65 65 53 290 52 85 102 77 52 59 407 112 99 125 53 85
internal_value=0 0.0174798 0.0195003 0.0279914 0.0134187 0.0241309 0.0215145 0.0285063 0.0105344 0.0291303 0.0288219 0.0321428 0.0290996 0.0243945 0.0186689 0.022427 0.0131618 0.0296903 0.0274755 0.0291534 0.0303449 0.0264165 0.0282171
internal_weight=0 637 539 1718 233 306 227 1662 180 1443 1309 134 1256 219 159 117 115 921 335 506 415 138 197
internal_count=2355 637 539 1718 233 306 227 1662 180 1443 1309 134 1256 219 159 117 115 921 335 506 415 138 197
is_linear=0
shrinkage=0.00391337


Tree=114
num_leaves=19
num_cat=0
split_feature=1 3 3 43 0 15 150 11 157 124 0 0 0 3 43 1 43 3
split_gain=2892.86 697.48 209.169 271.548 197.408 161.673 142.99 191.111 153.492 135.084 56.6386 48.4584 65.3233 49.4373 47.2922 41.0265 38.8061 33.4537
threshold=0.10141500000000002 -0.052614999999999995 0.31534000000000006 -0.024279999999999996 0.062580000000000011 -0.088709999999999983 0.095565000000000011 1.0000000180025095e-35 -0.077234999999999984 -0.081324999999999981 -0.13892999999999997 -0.13314999999999996 -0.079249999999999987 -0.046989999999999997 0.085460000000000022 0.11189500000000001 -0.040789999999999993 -0.076099999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 9 6 -2 7 11 -8 -3 -5 -1 13 17 16 -7 -14 -13
right_child=1 2 -4 10 -6 15 8 -9 -10 -11 -12 12 14 -15 -16 -17 -18 -19
leaf_value=0.02183814252527199 0.014820529236509014 0.011857567241630718 0.004314084920251802 0.01388565093537005 0.018072544049554336 0.024849201073698746 0.025162332422392242 0.031410086791523517 0.015121813605065702 0.0041868366207039901 0.019171078906272274 0.025647417475098681 0.023136926877460138 0.029176277937707957 0.020228992253116404 0.020366225509621323 0.025647316717165983 0.022914956619217174
leaf_weight=88 70 86 74 77 77 67 52 79 52 72 63 792 240 63 57 73 188 85
leaf_count=88 70 86 74 77 77 67 52 79 52 72 63 792 240 63 57 73 188 85
internal_value=0 0.0139292 0.0105312 0.0120749 0.0245438 0.0199484 0.0248376 0.0251443 0.0201425 0.00836232 0.0162644 0.0248171 0.025001 0.0256369 0.0237685 0.022512 0.0242397 0.0253826
internal_weight=0 582 372 298 1773 210 1696 1592 104 158 140 1513 1425 940 485 140 428 877
internal_count=2355 582 372 298 1773 210 1696 1592 104 158 140 1513 1425 940 485 140 428 877
is_linear=0
shrinkage=0.00413098


Tree=115
num_leaves=25
num_cat=0
split_feature=1 2 12 12 2 1 2 1 0 3 1 0 0 0 0 12 47 49 48 12 47 3 1456 133
split_gain=775.348 208.56 226.132 155.131 93.3911 81.4361 77.5538 56.8952 50.2324 48.699 44.3713 106.608 33.9328 31.577 26.9196 21.6373 21.1389 19.6199 18.5559 18.1079 27.2751 15.0425 14.8484 8.11663
threshold=0.10335000000000001 0.12051500000000002 -1.0000000180025095e-35 -0.086449999999999985 0.14307 0.11212500000000002 0.091335000000000013 0.092235000000000025 -0.14989499999999997 0.10812000000000001 0.088595000000000021 0.048655000000000011 -0.00077999999999999999 -0.10324499999999999 -0.10120999999999998 0.091910000000000006 0.089640000000000011 0.097940000000000013 0.090720000000000009 0.083570000000000019 1.0000000180025095e-35 -0.073444999999999983 0.083690000000000014 0.10051500000000001
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=6 2 5 -3 -5 -2 7 8 -1 12 11 13 16 -8 -10 -9 -4 18 23 -16 22 -19 -21 -15
right_child=1 3 9 4 -6 -7 10 15 14 -11 -12 -13 -14 17 19 -17 -18 21 -20 20 -22 -23 -24 -25
leaf_value=0.019831888975956429 0.0013568869456391879 0.011642822023529198 0.018690161109038986 0.0055665893638471063 -0.0020295252529010503 0.0090067922680262171 0.018022110789415242 0.010667180812463444 0.012585307562926688 0.0099834297177416546 0.010752653184702771 0.0078682444149804284 0.01206200539521082 0.016092089010658693 0.018280534549630988 0.014376743912770973 0.014510345967096017 0.01445413997157048 0.012630304430255692 0.015893559146079077 0.013034650670065248 0.010944678005228806 0.018161380795139407 0.014303708039675936
leaf_weight=75 52 53 52 82 62 73 62 53 52 57 94 52 56 185 73 98 54 54 58 661 69 53 70 80
leaf_count=75 52 53 52 82 62 73 62 53 52 57 94 52 56 185 73 98 54 54 58 661 69 53 70 80
internal_value=0 0.0086433 0.010838 0.00481066 0.00229569 0.00582483 0.0150248 0.0157491 0.0161529 0.0136992 0.013718 0.0142303 0.0150063 0.0149026 0.0158545 0.013075 0.0165613 0.0144527 0.0150278 0.0160492 0.0158455 0.0127163 0.0161108 0.0155524
internal_weight=0 541 344 197 144 125 1789 1151 1000 219 638 544 162 492 925 151 106 430 323 873 800 107 731 265
internal_count=2330 541 344 197 144 125 1789 1151 1000 219 638 544 162 492 925 151 106 430 323 873 800 107 731 265
is_linear=0
shrinkage=0.00467073


Tree=116
num_leaves=18
num_cat=0
split_feature=4 2 123 3 2 2 150 160 16 16 160 160 43 16 474 3 4
split_gain=1575.43 714.984 497.259 212.054 101.255 95.5583 82.7827 79.3238 64.6783 61.1152 54.0878 48.907 48.8439 33.5395 27.306 30.2444 24.5215
threshold=0.27834500000000006 0.14721500000000001 1.0000000180025095e-35 0.12031000000000001 0.090000000000000011 0.13538500000000001 0.07536000000000001 0.025410000000000002 -0.14251999999999995 0.51783000000000012 -1.0000000180025095e-35 0.10488000000000001 -0.081694999999999976 -0.53870999999999991 0.085165000000000018 -0.107915 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 10 7 9 -1 -6 -2 -9 -4 -12 15 -10 -16
right_child=5 -3 12 -5 6 -7 -8 11 14 -11 13 -13 -14 -15 16 -17 -18
leaf_value=0.019393146776162377 0.0085341587737996077 4.5996541266777965e-05 0.0038927528711917808 0.0079823334928029541 0.013253974701266926 2.2834767982247917e-05 0.00917480049629406 0.019758880708701916 0.018544694767655655 0.017545619760768506 0.0059833852753202041 0.014719862289588303 0.0090774949711116461 0.0017179504209452082 0.011834677539103824 0.015689394929648971 0.01559642266352745
leaf_weight=79 54 56 59 67 476 82 52 62 63 59 55 60 56 62 53 878 57
leaf_count=79 54 56 59 67 476 82 52 62 63 59 55 60 56 62 53 878 57
internal_value=0 0.0140574 0.0144456 0.01493 0.0151831 0.00355116 0.0140051 0.0143873 0.0159222 0.0137273 0.00524286 0.017281 0.00641787 0.00372343 0.0156612 0.0158806 0.0137843
internal_weight=0 2077 2021 1906 1839 253 709 657 1130 535 171 122 115 117 1051 941 110
internal_count=2330 2077 2021 1906 1839 253 709 657 1130 535 171 122 115 117 1051 941 110
is_linear=0
shrinkage=0.00397502


Tree=117
num_leaves=27
num_cat=0
split_feature=1 155 47 1 2 1 3 2 151 0 3 0 50 131 1 3 13 42 1456 1429 13 160 48 50 133 42
split_gain=2619.1 446.145 247.523 225.591 174.357 144.606 99.5396 97.639 89.411 83.417 81.5559 119.525 71.625 67.9378 63.9061 59.8316 32.4442 26.5217 28.5294 37.3954 22.677 19.9726 19.7955 10.4674 6.39091 1.84865
threshold=0.10384000000000002 0.084785000000000013 1.0000000180025095e-35 0.13075500000000004 0.091335000000000013 0.090275000000000008 -0.023394999999999996 0.11461500000000001 -0.0071249999999999985 -0.14822499999999997 -0.14162499999999997 -0.030209999999999997 0.089465000000000017 0.087870000000000018 0.10980000000000002 0.077930000000000013 -0.088854999999999976 0.08648500000000002 0.083690000000000014 0.032755000000000006 -0.080414999999999986 0.014995000000000003 0.078910000000000022 0.090295000000000014 -1.0000000180025095e-35 0.088465000000000002
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=4 2 3 7 5 9 -4 14 -6 -1 -10 16 13 -7 -2 -5 -12 18 19 23 24 22 -18 -11 25 -19
right_child=1 -3 6 15 8 12 -8 -9 10 17 11 -13 -14 -15 -16 -17 21 20 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.025755224234329466 0.010364253697866721 0.021215939784364223 0.018287432677840935 0.002322580036313845 0.01487085841019836 0.01443070124799696 0.011645035872850033 0.0078020237316103035 0.023546138884748036 0.022427560564232018 0.016858806226877084 0.014163648038721197 0.021139191631758047 0.019938326761194697 0.015871881247895046 0.0073039099701622421 0.019087237807653999 0.022436365576922964 0.024460839034032716 0.019462028054471364 0.018753213966646195 0.021531979842726666 0.021467075899839472 0.020648294702300979 0.020524302709060898 0.021421601629730391
leaf_weight=76 62 54 52 75 66 71 78 90 60 418 52 63 93 55 55 60 255 53 64 79 64 90 60 52 80 53
leaf_count=76 62 54 52 75 66 71 78 90 60 418 52 63 93 55 55 60 255 53 64 79 64 90 60 52 80 53
internal_value=0 0.0110938 0.00993569 0.00827575 0.0205209 0.0213843 0.0143023 0.010714 0.0189731 0.0220189 0.0194398 0.0189659 0.0186631 0.0168351 0.0129536 0.0045368 0.0196278 0.0216898 0.0221069 0.0218324 0.020667 0.0199833 0.0195407 0.0222308 0.0213252 0.0219294
internal_weight=0 526 472 342 1804 1158 130 207 646 939 580 520 219 126 117 135 457 863 613 549 250 405 315 470 186 106
internal_count=2330 526 472 342 1804 1158 130 207 646 939 580 520 219 126 117 135 457 863 613 549 250 405 315 470 186 106
is_linear=0
shrinkage=0.00371728


Tree=118
num_leaves=25
num_cat=0
split_feature=1 52 52 47 2 1 12 1 2 15 1 0 52 2 0 12 12 133 12 52 1447 474 13 13
split_gain=2540.38 695.819 287.057 202.115 186.986 148.17 147.248 117.579 86.9522 92.3045 106.599 86.8179 83.505 72.8684 61.2198 43.98 36.6783 42.7802 29.433 24.4069 19.5928 19.5293 29.4771 8.42509
threshold=0.10335000000000001 -0.41304999999999997 0.12492500000000002 0.10019500000000002 0.091335000000000013 0.13075500000000004 -0.074254999999999988 0.092235000000000025 0.12454500000000002 0.041820000000000003 0.089710000000000026 -0.14822499999999997 -0.080064999999999983 0.11378000000000001 -0.10147999999999999 0.091910000000000006 0.10222500000000002 0.048240000000000005 0.093840000000000021 0.11667000000000001 -0.085709999999999995 0.085295000000000024 -0.04009999999999999 -0.012549999999999997
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=4 -2 3 5 7 12 -7 11 9 10 14 -1 -3 -14 -6 -9 17 -16 -11 20 -13 22 -22 -20
right_child=1 2 -4 -5 8 6 -8 15 -10 18 -12 19 13 -15 16 -17 -18 -19 23 -21 21 -23 -24 -25
leaf_value=0.025531423658505213 0.02222626287648282 0.0040894508577981872 0.015906704262425367 0.013015425575960339 0.022579696693053743 0.0072084752532550105 -0.0013514847307633073 0.014677744779103283 0.013378796540558643 0.023190617491514205 0.013096256378874592 0.023726886411933219 0.013008907780289632 0.0069330079333147178 0.016645295541480143 0.019270587901377846 0.014911490384053561 0.02029305488184964 0.020782932174406597 0.018764037064852693 0.020601852491182005 0.019224005785748986 0.022245930887514816 0.018606774104995057
leaf_weight=81 67 65 69 74 53 58 77 53 55 68 71 53 60 71 100 98 57 113 69 66 381 77 342 52
leaf_count=81 67 65 69 74 53 58 77 53 55 68 71 53 60 71 100 98 57 113 69 66 381 77 342 52
internal_value=0 0.00998651 0.00825632 0.00695282 0.0200209 0.0055973 0.00232581 0.0209977 0.0182584 0.0187187 0.0175998 0.0215019 0.0078504 0.00971619 0.0185896 0.0176588 0.0178062 0.0185807 0.0210509 0.0211467 0.021331 0.0211722 0.0213796 0.0198481
internal_weight=0 541 474 405 1789 331 135 1151 638 583 394 1000 196 131 323 151 270 213 189 919 853 800 723 121
internal_count=2330 541 474 405 1789 331 135 1151 638 583 394 1000 196 131 323 151 270 213 189 919 853 800 723 121
is_linear=0
shrinkage=0.00405749


Tree=119
num_leaves=15
num_cat=0
split_feature=4 150 0 0 0 12 4 12 42 4 12 0 16 4
split_gain=669.433 243.44 204.469 132.142 130.488 124.282 141.858 123.266 74.6376 70.7374 238.104 59.2639 54.636 28.053
threshold=0.27161500000000005 0.081245000000000026 -0.11327499999999999 -0.14989499999999997 -0.076539999999999983 -0.007389999999999999 -0.0047649999999999993 0.11769500000000001 0.091090000000000018 -0.17689999999999997 0.080120000000000011 -0.099059999999999995 0.25032500000000008 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 -5 9 11 12 -11 -2 -7 -12
right_child=8 2 4 5 -6 7 -8 -9 -10 10 13 -13 -14 -15
leaf_value=0.022543324457751465 0.011432762089654177 0.0033250730495623182 0.01785310144171165 0.0044622730823422928 0.0080120874510690929 0.02481512358343442 0.016272457297622289 0.010065362858286108 0.0024919357064734698 0.0053958947805268758 0.017317313949838011 0.0052727819142474788 0.017980058881021659 0.015071593305144071
leaf_weight=101 102 75 103 55 64 54 65 81 83 54 1125 83 94 191
leaf_count=101 102 75 103 55 64 54 65 81 83 54 1125 83 94 191
internal_value=0 0.0158483 0.0107485 0.0165263 0.014082 0.0161728 0.0108599 0.0165715 0.00675645 0.0169186 0.0165344 0.00866941 0.0204743 0.0169914
internal_weight=0 2062 242 1820 167 1719 120 1599 268 1518 1370 185 148 1316
internal_count=2330 2062 242 1820 167 1719 120 1599 268 1518 1370 185 148 1316
is_linear=0
shrinkage=0.00541143


Tree=120
num_leaves=22
num_cat=0
split_feature=1 1 4 123 14 47 4 4 15 15 4 4 49 49 13 4 15 133 42 15 49
split_gain=3673.37 734.154 439.654 298.867 207.585 202.157 161.708 122.232 109.689 70.3868 67.7903 392.684 46.9835 41.1107 73.0869 101.788 35.4086 31.1715 26.0093 22.0058 9.14911
threshold=0.10312500000000001 0.13475500000000004 -0.031874999999999994 1.0000000180025095e-35 0.062655000000000016 0.086785000000000015 0.42953500000000006 0.032965000000000001 -0.46319999999999995 -0.043644999999999996 -0.11205499999999999 -0.49013999999999996 -0.052259999999999994 0.0093850000000000027 -0.00038499999999999998 -0.030434999999999993 -0.10436999999999999 0.087950000000000014 0.089625000000000024 -0.09990499999999998 0.094445000000000015
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 -2 4 7 8 -3 10 -4 16 11 -1 -10 14 18 -16 -9 19 -12 -15 -18
right_child=1 6 5 -5 -6 -7 -8 9 12 -11 13 -13 -14 17 15 -17 20 -19 -20 -21 -22
leaf_value=0.019566276651596319 0.01520438006151844 0.0035920605132276321 0.0092145394083165948 0.0091387805115604546 0.022968158339709239 0.010905854234415143 -0.0037898901922173984 0.017782721863991224 0.0056724327235629047 0.010892231487144738 0.018015008209925097 0.0071786539729991328 0.0018158751889808726 0.021552318023745767 0.017081582107894757 0.012086324575807075 0.015476196754578354 0.016963099228395111 0.016708115917041067 0.018711874040591249 0.013482518451362141
leaf_weight=82 102 70 54 62 70 101 78 56 67 55 563 52 95 52 142 79 52 80 287 99 65
leaf_count=82 102 70 54 62 70 101 78 56 67 55 563 52 95 52 142 79 52 80 287 99 65
internal_value=0 0.00645232 0.00883684 0.0167467 0.0170187 0.00678786 -0.000298173 0.0167684 0.00486214 0.0143691 0.0171493 0.0147594 0.0034111 0.0173952 0.0171038 0.0152961 0.0154742 0.018746 0.0175738 0.0196903 0.0143689
internal_weight=0 567 419 1796 1734 317 148 1664 216 228 1436 134 162 1302 1071 221 173 231 850 151 117
internal_count=2363 567 419 1796 1734 317 148 1664 216 228 1436 134 162 1302 1071 221 173 231 850 151 117
is_linear=0
shrinkage=0.00352593


Tree=121
num_leaves=27
num_cat=0
split_feature=1 3 2 2 2 2 2 1 4 3 12 3 3 12 15 12 12 15 3 12 2 403 43 15 2 50
split_gain=4873.77 1075.03 526.444 444.991 302.871 243.266 231.303 162.574 157.936 143.308 127.561 94.0102 73.2593 59.2777 71.5889 104.383 57.9667 46.922 44.0998 38.9846 20.3095 14.877 13.9607 8.42947 7.26308 4.85674
threshold=0.10282000000000001 -0.052614999999999995 0.11500500000000001 0.14106500000000002 -0.0050599999999999994 0.099325000000000011 0.106285 0.088985000000000022 -0.013125 -0.14443999999999999 0.054520000000000006 0.088465000000000002 -0.053499999999999992 0.11650500000000001 0.054100000000000002 0.082165000000000016 0.09141500000000001 0.079575000000000021 0.086245000000000016 0.094955000000000025 0.088710000000000011 -0.092059999999999989 -0.0051099999999999991 -0.01163 0.091955000000000023 0.089465000000000017
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 8 4 -3 7 -6 9 -2 -1 -9 -8 16 14 15 -7 20 -18 -14 -17 21 -11 25 -22 -19 -12
right_child=1 3 -4 -5 6 13 11 10 -10 12 22 -13 18 -15 -16 19 17 24 -20 -21 23 -23 -24 -25 -26 -27
leaf_value=0.02635092087733041 0.021991291974816463 0.0022482443585274212 0.007024679782976352 -0.00015892029898481678 0.016052727595089022 0.014794673539527252 0.0046878015904064487 0.014936256130773524 0.015465224305261859 0.02093562836353401 0.020364819881278494 0.010179728729986969 0.025886207254184494 0.015062872810297155 0.021895029981301627 0.021520312003785697 0.018154635801566572 0.021956897147065162 0.021876090765839414 0.01811493245365017 0.021390982974986712 0.022323190958281294 0.018979171045271234 0.019920487775816887 0.020424196624978179 0.021601409080783274
leaf_weight=74 77 66 58 88 56 74 53 62 84 103 86 93 65 52 66 64 98 64 55 85 106 469 60 72 73 60
leaf_count=74 77 66 58 88 56 74 53 62 84 103 86 93 65 52 66 64 98 64 55 85 106 469 60 72 73 60
internal_value=0 0.00978876 0.0155247 0.00626009 0.00836795 0.0208008 0.0103673 0.0213901 0.0185866 0.0219161 0.019076 0.00818632 0.0216191 0.0183002 0.0188825 0.0179908 0.0213231 0.0198955 0.0240485 0.0195779 0.0217704 0.0220734 0.0203217 0.0207964 0.0211405 0.0208732
internal_weight=0 575 219 356 268 1788 202 1447 161 1179 268 146 1105 341 289 223 985 235 120 149 750 572 206 178 137 146
internal_count=2363 575 219 356 268 1788 202 1447 161 1179 268 146 1105 341 289 223 985 235 120 149 750 572 206 178 137 146
is_linear=0
shrinkage=0.00329016


Tree=122
num_leaves=29
num_cat=0
split_feature=12 2 13 2 12 3 16 0 2 3 16 3 3 2 3 0 12 160 3 16 16 0 3 0 475 0 13 3
split_gain=5370.13 2279.81 1312.77 786.302 394.624 342.836 304.077 264.717 182.271 173.805 133.421 109.591 89.3712 92.889 142.423 82.5509 66.2068 39.2415 43.4305 37.233 31.9779 26.4558 18.9069 16.5899 14.5663 12.8185 9.83246 6.34939
threshold=0.054520000000000006 0.13538500000000001 -1.0000000180025095e-35 0.10428500000000002 0.092550000000000007 0.31534000000000006 -0.23071499999999998 -0.096139999999999989 0.10644500000000001 0.077930000000000013 -0.0037949999999999993 0.094285000000000008 -0.154195 0.088710000000000011 -0.092474999999999988 -0.096374999999999975 0.11685000000000002 -0.057984999999999988 -0.082224999999999979 0.0060650000000000009 0.0086100000000000013 -0.085669999999999982 -0.086264999999999994 -0.079379999999999992 -0.0056899999999999997 -0.079119999999999982 -0.086424999999999988 -0.083249999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 9 12 7 -6 8 -1 -4 -9 -11 -2 19 -15 -5 17 20 25 21 -8 22 -14 -20 -16 -19 -26 -23
right_child=1 -3 3 15 6 -7 16 10 -10 11 -12 -13 13 14 24 -17 -18 18 23 -21 -22 27 -24 -25 26 -27 -28 -29
leaf_value=0.064493452386307701 0.077026567350125696 0.049530221053172702 0.063812027325328105 0.055493818305939614 0.061892585186930742 0.046742210256944722 0.07045988805727052 0.049748815217929544 0.055364490288104334 0.074940747038669694 0.056488712412441175 0.068189866364823395 0.075412397023425393 0.065761828931902105 0.073668856187550424 0.060986971088731044 0.066502541575527027 0.073642271186932839 0.068276258394081593 0.070533392624519936 0.066752092924753564 0.073067290265327225 0.073587471752124406 0.070509694997333422 0.072841529383229589 0.071624551636834191 0.071012728123116875 0.072005534903186383
leaf_weight=52 56 58 53 78 59 63 58 80 52 54 62 61 97 53 52 56 55 58 52 58 54 225 239 183 52 116 122 105
leaf_count=52 56 58 53 78 59 63 58 80 52 54 62 61 97 53 52 56 55 58 52 58 54 225 239 183 52 116 122 105
internal_value=0 0.0707662 0.0589069 0.0640144 0.0714933 0.053915 0.0693452 0.0557517 0.0599293 0.0689791 0.0526918 0.0713602 0.0727813 0.0725442 0.0708515 0.0577897 0.0701085 0.0704891 0.0709864 0.0731964 0.0686725 0.0734283 0.0741144 0.0700156 0.072045 0.0722973 0.0715595 0.0727296
internal_weight=0 1752 611 302 1694 309 635 246 104 168 142 115 1059 1003 279 134 576 521 409 724 112 666 336 235 226 174 174 330
internal_count=2363 1752 611 302 1694 309 635 246 104 168 142 115 1059 1003 279 134 576 521 409 724 112 666 336 235 226 174 174 330
is_linear=0
shrinkage=0.00344433


Tree=123
num_leaves=23
num_cat=0
split_feature=12 12 13 13 150 12 16 13 43 0 12 11 0 16 0 43 0 12 49 43 13 49
split_gain=2165.4 924.528 792.522 474.333 324.807 233.887 295.428 213.259 383.344 117.443 77.7528 77.5877 48.524 30.3989 58.5243 53.6387 28.8634 31.1704 12.4603 8.5597 7.56588 6.81178
threshold=0.054520000000000006 0.13969000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.087380000000000013 0.095330000000000012 -0.15135499999999999 -0.28558999999999996 -0.030304999999999995 -0.10264999999999998 -0.088294999999999985 1.0000000180025095e-35 -0.065249999999999989 0.00088000000000000003 -0.052984999999999997 -0.066864999999999994 -0.10891999999999999 0.087675000000000017 0.093160000000000007 -0.105305 -0.013149999999999998 -0.0096099999999999988
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 7 4 9 11 -7 -1 10 -4 -9 12 16 19 15 -15 -2 21 -19 -8 -21 -18
right_child=1 -3 3 -5 -6 6 13 8 -10 -11 -12 -13 -14 14 -16 -17 17 18 -20 20 -22 -23
leaf_value=0.010521298319446218 0.026619486424490881 0.012190122014451826 0.027071027323112468 0.016414011612672648 0.018984346947349316 0.017854412222558808 0.029720116859261878 0.016812318533994279 0.026046716538632053 0.033656138995605378 0.011414987339963097 0.032776704647267417 0.025655507502402908 0.026955241883889071 0.029048309013337669 0.021680804960133714 0.029102595361930023 0.029088374462011901 0.027115905538506613 0.02860488326608545 0.026945368731226011 0.030419650853890409
leaf_weight=92 53 52 95 84 54 54 53 90 57 69 70 98 54 63 69 52 69 488 53 103 69 422
leaf_count=92 53 52 95 84 54 54 53 90 57 69 70 98 54 63 69 52 69 488 53 103 69 422
internal_value=0 0.0281364 0.0197431 0.0241658 0.0271526 0.0286242 0.0262959 0.0154204 0.0174972 0.0298418 0.0144512 0.0294956 0.0292132 0.0274103 0.02625 0.0245706 0.0293903 0.0295325 0.0288952 0.028359 0.0279394 0.0302346
internal_weight=0 1752 611 302 218 1700 463 309 217 164 160 1237 1139 409 184 115 1085 1032 541 225 172 491
internal_count=2363 1752 611 302 218 1700 463 309 217 164 160 1237 1139 409 184 115 1085 1032 541 225 172 491
is_linear=0
shrinkage=0.0038389


Tree=124
num_leaves=25
num_cat=0
split_feature=1 1 12 0 124 12 47 40 1 15 457 0 1 16 51 0 16 15 12 12 133 0 13 0
split_gain=1157.89 316.126 223.89 100.517 81.3675 62.5402 99.8781 55.4382 51.8142 49.3884 43.3698 38.3876 35.7493 26.4538 29.6033 26.0248 24.1755 20.8595 20.0822 18.1627 11.8809 11.3512 10.7431 8.68954
threshold=0.10282000000000001 0.13475500000000004 0.085090000000000013 0.12539500000000003 -0.072314999999999977 0.087675000000000017 0.077555000000000013 -0.026419999999999996 0.085425000000000015 -0.084629999999999997 0.048350000000000011 -0.086224999999999982 0.11695500000000002 0.041625000000000002 -1.0000000180025095e-35 -0.13892999999999997 0.26435500000000006 -0.031659999999999994 0.096475000000000019 0.092150000000000024 0.089270000000000002 -0.093039999999999984 -0.0031999999999999993 -0.086224999999999982
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 10 4 -1 6 8 -3 15 -4 12 -10 22 14 -7 -6 -15 19 -11 -16 -18 -17 -2 -19
right_child=1 7 9 -5 5 13 -8 -9 11 18 -12 -13 -14 16 17 21 20 23 -20 -21 -22 -23 -24 -25
leaf_value=0.015346179674759397 0.013114201663152835 0.001817656674944559 0.014958593775899229 0.013790058441420613 0.026079906343198424 0.024431448068747728 0.027640182619918564 0.0084050368393845509 0.015268594444485471 0.023384008183747414 0.0074312097720322942 0.021483884393916314 0.010178950608409445 0.016658967222986865 0.021045805413215438 0.019815299432423345 0.021939391358645144 0.022870138178352713 0.019120464177795303 0.017653919253205842 0.018524980191385477 0.022432167042729687 0.016449161764122686 0.020933810853855123
leaf_weight=63 56 59 52 52 52 64 95 89 52 57 56 59 87 83 78 52 63 77 67 101 52 429 52 416
leaf_count=63 56 59 52 52 52 64 95 89 52 57 56 59 87 83 78 52 63 77 67 101 52 429 52 416
internal_value=0 0.0124157 0.0147157 0.0210111 0.0212274 0.0214488 0.0225948 0.00577937 0.0218505 0.0192723 0.0115205 0.0185727 0.0126945 0.020542 0.0210026 0.022533 0.0188297 0.020676 0.0210808 0.0191323 0.020396 0.0221494 0.0147204 0.0212364
internal_weight=0 575 427 1788 1736 1673 739 148 644 176 251 111 195 934 736 533 198 672 124 179 115 481 108 493
internal_count=2363 575 427 1788 1736 1673 739 148 644 176 251 111 195 934 736 533 198 672 124 179 115 481 108 493
is_linear=0
shrinkage=0.00526874


Tree=125
num_leaves=19
num_cat=0
split_feature=1 1 123 10 3 150 0 43 160 3 157 0 0 0 43 43 3 51
split_gain=4102.33 611.751 467.9 294.635 223.851 194.8 195.435 104.502 115.25 86.937 81.6926 76.1141 37.7113 156.466 32.2415 32.0018 26.1192 17.276
threshold=0.109225 0.12419000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.036844999999999996 0.11235000000000002 -0.076539999999999983 -0.048514999999999996 -0.063534999999999994 -0.13088999999999998 -0.0041249999999999993 -0.075914999999999996 -0.14857499999999998 -0.11169999999999998 0.085460000000000022 -0.20207499999999998 -0.079979999999999982 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -3 -2 6 9 8 -8 -1 -9 -5 -11 -14 17 -15 -10 -12
right_child=1 3 -4 11 -6 -7 7 10 16 12 14 -13 13 15 -16 -17 -18 -19
leaf_value=0.02813157661122212 0.018973872486705391 -0.0014228907360365898 0.015165424353318809 0.005744990294984393 0.010777489580275985 0.016721040250062894 0.015228189579840951 0.027406809039810964 0.022859632611889953 0.026712862038268094 0.024919544716251844 0.010899923166375747 0.018124427371856922 0.027234379440801766 0.01994934989924722 0.024364311042678728 0.019589470201538603 0.02244435863321274
leaf_weight=89 98 53 90 70 82 52 53 53 84 87 52 85 54 55 56 1051 54 142
leaf_count=89 98 53 90 70 82 52 53 53 84 87 52 85 54 55 56 1051 54 142
internal_value=0 0.0103003 0.0233184 0.00602514 0.0152402 0.0237083 0.0239068 0.0219393 0.0198179 0.0246343 0.0232764 0.00857214 0.0243846 0.02421 0.0224006 0.0245071 0.0215803 0.023108
internal_weight=0 388 1972 208 180 1882 1830 494 191 1336 303 155 1247 1160 250 1106 138 194
internal_count=2360 388 1972 208 180 1882 1830 494 191 1336 303 155 1247 1160 250 1106 138 194
is_linear=0
shrinkage=0.00365966


Tree=126
num_leaves=20
num_cat=0
split_feature=2 12 2 2 2 0 12 0 52 11 2 2 12 0 0 2 52 0 2
split_gain=3197.11 1544.56 462.251 385.859 345.028 252.892 227.237 192.272 194.546 138.201 128.488 59.6427 54.8894 39.3846 33.4419 33.2548 37.1548 31.4899 12.2483
threshold=0.12399000000000002 -0.070844999999999977 -1.0000000180025095e-35 0.15855000000000002 0.10497000000000002 -0.085309999999999983 0.086085000000000009 -0.066264999999999991 -0.099329999999999988 1.0000000180025095e-35 0.086065000000000016 0.089045000000000013 0.083370000000000014 -0.065489999999999979 -0.042364999999999993 0.074875000000000011 -0.037619999999999994 -0.097829999999999986 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 -2 -6 9 -9 11 -10 15 -13 -8 -7 16 -3 -17 -14
right_child=3 4 -4 -5 6 14 13 8 10 -11 -12 12 18 -15 -16 17 -18 -19 -20
leaf_value=0.0036394148823829099 0.002591882230710166 0.021097376358920079 0.017169868544781555 -0.0019443475370643985 0.014500179855455054 0.015889357874857627 0.020437571120288194 0.025575275140389809 0.012316971697167896 0.030331091507518868 0.021517295367457157 0.019640950510212078 0.024962128727393864 0.024310927952902229 0.011234789552153375 0.028780744183961867 0.024891485735868371 0.0256258220839009 0.023424453114380843
leaf_weight=80 54 52 96 67 98 55 92 77 53 82 52 56 154 90 52 61 321 549 219
leaf_count=80 54 52 96 67 98 55 92 77 53 82 52 56 154 90 52 61 321 549 219
internal_value=0 0.0228157 0.0110199 0.00643798 0.023877 0.00992655 0.0196048 0.0245907 0.0205554 0.0250823 0.0168737 0.0247774 0.0234828 0.0223532 0.0136277 0.0253424 0.0243627 0.0259414 0.0240594
internal_weight=0 2132 176 228 1956 161 280 1676 182 1494 105 1412 429 182 107 983 373 610 373
internal_count=2360 2132 176 228 1956 161 280 1676 182 1494 105 1412 429 182 107 983 373 610 373
is_linear=0
shrinkage=0.00415691


Tree=127
num_leaves=17
num_cat=0
split_feature=1 4 10 1375 0 0 4 0 4 12 4 0 158 4 158 16
split_gain=1207.56 253.042 205.356 140.865 150.894 110.539 88.7259 84.9484 112.784 178.589 61.1749 49.2762 30.0829 40.9611 32.7453 15.7678
threshold=0.12072500000000001 0.27287000000000006 -1.0000000180025095e-35 -0.096099999999999977 -0.14989499999999997 -0.13740499999999997 0.41555500000000006 -0.076859999999999984 -0.38908499999999996 0.08401500000000002 0.42405000000000009 0.12113000000000002 0.083065000000000014 0.052250000000000012 0.10544500000000002 -0.082084999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 15 -6 -4 12 11 -10 -3 -9 13 -7 -14 -5
right_child=2 10 6 4 5 7 -8 8 9 -11 -12 -13 14 -15 -16 -17
leaf_value=0.010392031461578514 -0.0032265226685215037 0.0071581436525850056 0.01235534111058828 0.02297573299459587 0.012596941120282616 0.019944823442765186 0.0048282511434441719 0.025085964286930416 0.0084191466040106373 0.017571960202212536 0.0150055348289073 0.018751462908998835 0.025596617655381512 0.016384482555629864 0.019849387700964366 0.026763378624592479
leaf_weight=53 55 61 87 64 78 964 90 62 72 368 52 79 52 101 61 61
leaf_count=53 55 61 87 64 78 964 90 62 72 368 52 79 52 101 61 61
internal_value=0 0.0185089 0.00574137 0.0189428 0.0191738 0.0187892 0.00852833 0.0190638 0.0174002 0.0160744 0.0107698 0.0215372 0.0198843 0.0196072 0.0224946 0.0248246
internal_weight=0 2128 232 2015 1962 1837 177 1759 581 440 113 141 1178 1065 113 125
internal_count=2360 2128 232 2015 1962 1837 177 1759 581 440 113 141 1178 1065 113 125
is_linear=0
shrinkage=0.00531389


Tree=128
num_leaves=19
num_cat=0
split_feature=1 10 14 124 16 16 15 3 11 1 15 3 3 4 3 13 13 50
split_gain=843.477 179.347 151.69 133.583 81.0555 79.4904 79.0275 139.56 223.636 79.7588 49.5355 101.31 48.344 42.2839 36.414 18.7183 35.9375 18.8955
threshold=0.11695500000000002 -1.0000000180025095e-35 0.076175000000000007 -0.080389999999999989 -0.024819999999999998 0.055635000000000011 0.022565000000000005 -0.11756999999999999 0.08326500000000002 0.10525000000000002 -0.11399999999999998 0.091170000000000015 -0.11128999999999999 0.0045450000000000013 0.12991000000000003 0.0049200000000000008 -1.0000000180025095e-35 0.10030500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 14 7 8 -5 10 13 -12 -8 -9 -3 16 17 -14
right_child=1 5 -4 6 -6 -7 12 9 -10 -11 11 -13 15 -15 -16 -17 -18 -19
leaf_value=0.0044002337464239989 -0.0021541641215629482 0.0030407344424174579 0.02022685728155146 0.0025922024591509851 0.012636649159038508 0.011498572103616456 0.019248279760675963 0.014185198665298562 0.014462836159371816 0.0096412600798795461 0.014212159355401309 0.0079193166115600466 0.014807367008043125 0.01964861232543506 0.0076856298180109492 0.012574009365411514 0.018552764436514338 0.011828981289788949
leaf_weight=55 61 82 79 70 52 63 54 65 72 99 626 63 591 62 70 89 55 52
leaf_count=55 61 82 79 70 52 63 54 65 72 99 626 63 591 62 70 89 55 52
internal_value=0 0.00500142 0.0137985 0.0135452 0.00840345 0.00703184 0.0138351 0.012974 0.00861147 0.013651 0.0141374 0.0136368 0.0149172 0.0168528 0.00518016 0.01462 0.0148808 0.0145666
internal_weight=0 276 2084 2005 107 215 1898 1057 142 915 816 689 841 127 152 787 698 643
internal_count=2360 276 2084 2005 107 215 1898 1057 142 915 816 689 841 127 152 787 698 643
is_linear=0
shrinkage=0.00472864


Tree=129
num_leaves=26
num_cat=0
split_feature=1 4 12 3 1 12 12 1 47 4 0 43 40 3 1 4 12 0 403 4 42 4 133 0 157
split_gain=6136.07 871.953 779.059 612.008 485.379 341.03 284.269 200.401 182.897 160.39 118.166 166.753 76.2164 62.8961 48.1155 30.7122 23.3841 22.3927 13.261 13.1186 11.4914 10.3982 9.03199 10.1206 9.30982
threshold=0.10932500000000002 0.27287000000000006 0.054520000000000006 -0.069254999999999997 0.090540000000000023 -0.007389999999999999 0.091625000000000012 0.13075500000000004 0.085505000000000012 0.053255000000000004 -0.066849999999999979 -0.045129999999999997 -1.0000000180025095e-35 -0.1535 0.090275000000000008 -0.080744999999999997 0.086665000000000006 -0.075624999999999984 0.093800000000000008 -0.013929999999999998 0.10947000000000003 -0.076689999999999994 -0.0081099999999999974 -0.085719999999999977 -0.084764999999999993
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=2 3 4 -2 12 -6 13 -3 -5 10 15 -12 -1 -4 16 -8 22 -9 21 20 -17 -18 23 -15 -24
right_child=1 7 6 8 5 -7 9 17 -10 -11 11 -13 -14 14 -16 19 18 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.073506827818260248 0.069032047739730068 0.052815969168004129 0.076361944047720565 0.051138032891426773 0.055522052902764164 0.065847682080093978 0.07320352267482555 0.046906725922135309 0.060133666380523199 0.065034214062621762 0.062410022863033085 0.070610060264504462 0.068046969461429574 0.074831920665231422 0.069289181316066858 0.071787478047792633 0.072420724262341252 0.043496812753852289 0.073714450481587271 0.069585744945473579 0.069759990328951277 0.071162841197571658 0.074172208163630154 0.07277003950781738 0.072522726845812249
leaf_weight=55 65 85 60 73 84 94 92 53 55 96 57 87 101 89 64 156 184 55 58 97 54 195 63 56 232
leaf_count=55 65 85 60 73 84 94 92 53 55 96 57 87 101 89 64 156 184 55 58 97 54 195 63 56 232
internal_value=0 0.0541333 0.0703603 0.0597285 0.0651775 0.0609751 0.0714158 0.0485379 0.0550037 0.0694748 0.0702598 0.0673645 0.0699722 0.0726548 0.0724184 0.0713046 0.0726467 0.0451706 0.0720313 0.0707355 0.0712663 0.0717736 0.0732577 0.0740359 0.0728751
internal_weight=0 386 1974 193 334 178 1640 193 128 639 543 144 156 1001 941 399 877 108 437 307 210 379 440 145 295
internal_count=2360 386 1974 193 334 178 1640 193 128 639 543 144 156 1001 941 399 877 108 437 307 210 379 440 145 295
is_linear=0
shrinkage=0.00372212


Tree=130
num_leaves=14
num_cat=0
split_feature=4 3 11 0 16 10 4 0 11 52 3 0 4
split_gain=722.542 268.538 89.4617 179.291 273.233 148.005 87.0796 195.182 69.1798 65.5423 98.4016 71.7261 38.9366
threshold=0.27287000000000006 0.25468500000000005 1.0000000180025095e-35 -0.13314999999999996 -0.015159999999999998 -0.0026549999999999994 -0.47860499999999995 -0.026509999999999995 0.085155000000000022 0.047850000000000011 -0.11756999999999999 -0.092319999999999985 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 12 -4 10 -2 -12 -8
right_child=9 -3 8 5 -6 6 7 -9 -10 -11 11 -13 -14
leaf_value=0.018283705451970014 0.013307645293256454 0.0056789739444018574 0.028030833092336522 0.010070107562877578 0.001898263818194857 0.025984270890075704 0.01999744029918675 0.0093910556700792496 0.019723082396496911 0.013346496303932217 0.007638583669710949 -0.00075678236072567677 0.0176824079430376
leaf_weight=95 52 52 60 58 52 64 1259 65 74 63 78 59 297
leaf_count=95 52 52 60 58 52 64 1259 65 74 63 78 59 297
internal_value=0 0.0185736 0.0189049 0.018583 0.0124879 0.0190971 0.0194077 0.0191481 0.0234434 0.00827003 0.00657755 0.00402261 0.0195556
internal_weight=0 2076 2024 1890 147 1743 1685 1621 134 252 189 137 1556
internal_count=2328 2076 2024 1890 147 1743 1685 1621 134 252 189 137 1556
is_linear=0
shrinkage=0.00574592


Tree=131
num_leaves=23
num_cat=0
split_feature=1 3 52 2 124 2 3 14 1 1 12 12 16 0 47 0 0 3 51 2 3 0
split_gain=2399.18 682.404 475.961 370.055 375.378 253.568 218.379 159.6 121.278 75.5323 88.6172 67.3171 55.8903 47.3859 45.7723 100.555 53.4951 33.472 19.4021 15.3924 4.98842 1.66007
threshold=0.10141500000000002 0.30112000000000005 -0.41304999999999997 0.10244500000000002 -1.0000000180025095e-35 0.099675000000000014 0.088465000000000002 0.062655000000000016 0.11570500000000002 0.090275000000000008 0.088365000000000013 0.08073000000000001 -0.0087049999999999992 0.024745000000000003 0.077555000000000013 -0.10891999999999999 -0.075914999999999996 -0.063814999999999997 -1.0000000180025095e-35 0.10644500000000001 -0.081854999999999997 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 7 12 9 -6 13 -11 -7 -5 14 15 -1 -17 18 -13 -20 -12 -22
right_child=1 -3 3 6 8 11 -8 -9 -10 10 20 17 -14 -15 -16 16 -18 -19 19 -21 21 -23
leaf_value=0.019029972594353604 0.026661068865480905 0.0011349678439116194 0.0092454165196607912 0.0079461500709089028 0.029024560943499478 0.01629864181438366 0.015993477541870877 0.033102346178677071 0.018927775482647798 0.017320296779547939 0.025260935472712596 0.024250443180884575 0.0018001113412316673 0.029250578361482222 0.028151159900267474 0.025471771504244019 0.021231791855589207 0.018199995692814407 0.019377160736034557 0.022904539142761349 0.022848121291960993 0.024094091920854779
leaf_weight=66 71 94 64 97 53 71 71 55 56 61 56 83 52 65 99 869 74 53 55 59 52 52
leaf_count=66 71 94 64 97 53 71 71 55 56 61 56 83 52 65 99 869 74 53 55 59 52 52
internal_value=0 0.0128851 0.0152654 0.0132065 0.0184397 0.0242574 0.00909101 0.0251094 0.0238377 0.0247941 0.0222276 0.0204109 0.00580157 0.0252775 0.0250444 0.0247395 0.0251391 0.0215786 0.0224873 0.0212032 0.0240982 0.0234716
internal_weight=0 558 464 393 173 1770 220 1449 109 1394 221 321 149 1173 1108 1009 943 250 197 114 160 104
internal_count=2328 558 464 393 173 1770 220 1449 109 1394 221 321 149 1173 1108 1009 943 250 197 114 160 104
is_linear=0
shrinkage=0.00478213


Tree=132
num_leaves=16
num_cat=0
split_feature=2 15 2 0 15 15 457 1 0 0 1 13 42 1456 15
split_gain=468.363 235.56 175.968 109.174 112.332 103.144 97.1237 342.421 76.7938 60.3465 39.9464 26.6549 26.4326 26.1443 22.517
threshold=0.11366500000000002 -0.2987999999999999 0.17576500000000003 -0.084114999999999981 -0.12431499999999999 -0.11251499999999999 0.079590000000000008 0.085425000000000015 -0.14822499999999997 -0.13314999999999996 0.10962000000000001 -0.0034149999999999996 0.089905000000000013 0.056325000000000007 0.041820000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 8 -8 -3 -10 12 -7 13 -11 -14
right_child=2 6 -4 5 -6 11 7 -9 9 10 -12 -13 14 -15 -16
leaf_value=0.0055586287660447124 0.011605445218796822 0.020603347000657173 -0.00035427664307273438 0.0064202300451260547 0.0013233367260810846 0.013184034422153218 0.020013999926811039 0.0039499709339814873 0.010070599675008259 0.015911192880706956 0.019399035967504474 0.017924023195458345 0.012950923907162092 0.018635460237243724 0.015609983966605684
leaf_weight=69 60 103 53 54 64 82 74 81 52 978 94 60 154 115 235
leaf_count=69 60 103 53 54 64 82 74 81 52 978 94 60 154 115 235
internal_value=0 0.0153562 0.00875507 0.010264 0.00629902 0.0127721 0.0157146 0.0116196 0.0160813 0.0157951 0.015984 0.0151873 0.0157673 0.0161979 0.0145574
internal_weight=0 1955 373 320 124 196 1886 155 1731 1628 1576 142 1482 1093 389
internal_count=2328 1955 373 320 124 196 1886 155 1731 1628 1576 142 1482 1093 389
is_linear=0
shrinkage=0.00539806


Tree=133
num_leaves=28
num_cat=0
split_feature=3 3 39 0 0 150 42 3 3 376 0 0 42 52 160 0 0 52 3 48 0 42 52 49 131 402 42
split_gain=2874.4 1246.79 703.65 470.178 287.411 218.652 164.822 123.732 127.076 80.2053 75.0913 65.0847 60.8789 38.6387 35.5337 27.4886 26.9437 56.9224 16.6977 15.1143 15.3584 12.9397 11.9579 11.5718 5.47316 3.18277 0.803122
threshold=-0.06340999999999998 0.30112000000000005 0.081875000000000017 -0.037794999999999995 0.10798500000000001 0.082965000000000025 0.092715000000000006 0.11745500000000002 0.06269000000000001 0.083785000000000012 -0.074204999999999979 -0.079854999999999995 0.089905000000000013 1.0000000180025095e-35 -0.021249999999999995 -0.090569999999999984 -0.094314999999999996 0.0085900000000000021 0.097710000000000005 0.091635000000000008 -0.082504999999999981 0.087075000000000014 0.10855000000000002 0.08926000000000002 0.090445000000000011 -0.069884999999999989 0.091255000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 10 -5 7 9 8 11 -4 12 -2 16 15 -12 -14 17 -1 -10 20 21 -18 -15 25 -22 -16 -27
right_child=1 -3 6 4 -6 -7 -8 -9 18 -11 14 -13 13 22 23 -17 19 -19 -20 -21 24 -23 -24 -25 -26 26 -28
leaf_value=0.024455651929718103 0.024948456671993993 0.0076173149196506638 0.019873375918709482 0.016154352265080364 0.024908625480243824 0.016935699935269482 0.012043724617506638 0.019676572087729494 0.028605567967884684 0.014793670238214408 0.022704813732875015 0.019996478196208367 0.022588440260756917 0.027847344172421792 0.025414930918065591 0.025549840094335273 0.028372603268130518 0.028084755732112211 0.026165910056902757 0.025920699714446705 0.026862202519466437 0.027025740197128452 0.026021392886930252 0.024308871587106567 0.027924866513429396 0.026699817749445583 0.026095626216493362
leaf_weight=93 58 99 77 74 81 53 86 54 60 55 53 52 53 62 56 84 347 86 57 53 214 95 95 52 68 52 59
leaf_count=93 58 99 77 74 81 53 86 54 60 55 53 52 53 62 56 84 347 86 57 53 214 95 95 52 68 52 59
internal_value=0 0.0181088 0.0199904 0.0260571 0.0207294 0.0229189 0.0155034 0.0240473 0.0250869 0.0177571 0.0265997 0.0226078 0.0269327 0.0256532 0.0250692 0.0244044 0.0273262 0.0261994 0.0274173 0.0275857 0.0277075 0.0280832 0.0267427 0.0256412 0.0271186 0.0260559 0.026379
internal_weight=0 651 552 1677 155 334 218 281 227 132 1522 110 1250 294 272 137 956 179 117 777 724 442 157 219 282 167 111
internal_count=2328 651 552 1677 155 334 218 281 227 132 1522 110 1250 294 272 137 956 179 117 777 724 442 157 219 282 167 111
is_linear=0
shrinkage=0.00321038


Tree=134
num_leaves=13
num_cat=0
split_feature=4 3 15 123 15 4 3 14 3 1 1 4
split_gain=494.879 179.776 81.1953 80.4635 108.103 70.9988 125.868 64.9942 143.948 62.6136 44.593 44.4553
threshold=0.27287000000000006 0.25468500000000005 -0.42443999999999993 1.0000000180025095e-35 -0.15614499999999998 -0.37626499999999991 0.091170000000000015 0.062655000000000016 -0.11756999999999999 0.12450500000000002 0.081755000000000008 0.5137400000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 -1 10 7 8 -7 -4 -6 -2
right_child=2 -3 9 -5 5 6 -8 -9 -10 -11 -12 -13
leaf_value=0.021414762785479151 0.012252888808639853 0.0038631105559168676 0.0062881528811039944 0.0093006518656842292 0.01339689854372581 0.0061761845383745215 0.0062788438423213135 0.019741344053064866 0.014033980025389303 -0.0013095493094878931 0.019476031178230317 0.00594884194426682
leaf_weight=56 56 52 64 103 52 69 64 52 1528 59 100 73
leaf_count=56 56 52 64 103 52 69 64 52 1528 59 100 73
internal_value=0 0.0136326 0.00573676 0.0138836 0.0141292 0.0139105 0.0136011 0.0138852 0.0136945 0.00264326 0.0173967 0.00868592
internal_weight=0 2076 252 2024 1921 1865 1713 1649 1597 123 152 129
internal_count=2328 2076 252 2024 1921 1865 1713 1649 1597 123 152 129
is_linear=0
shrinkage=0.00532045


Tree=135
num_leaves=28
num_cat=0
split_feature=1 1 12 2 1 43 11 16 40 2 2 1 15 12 474 12 15 12 2 42 12 42 15 15 2 42 12
split_gain=3038.66 698.073 498.808 254.93 174.914 155.025 129.236 104.787 85.2729 81.3958 70.2891 69.5954 69.2702 45.1527 35.773 61.7558 53.9208 31.0926 17.4317 17.0407 16.454 15.7119 11.9912 13.8274 9.39165 9.49541 4.5477
threshold=0.10296000000000001 0.13554500000000003 0.085090000000000013 0.090000000000000011 0.088595000000000021 -0.049364999999999992 1.0000000180025095e-35 0.23993500000000004 -0.078819999999999987 0.15518000000000001 0.12131500000000002 0.092415000000000011 -0.069929999999999978 0.091910000000000006 0.084660000000000027 0.080120000000000011 -0.013969999999999998 0.09202500000000001 0.095935000000000006 0.077855000000000021 0.087045000000000025 -0.080249999999999988 0.10082000000000001 -0.075694999999999985 0.087830000000000005 0.088885000000000006 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 10 8 11 -4 -2 -3 17 14 -7 -13 15 -1 -16 19 -19 21 -21 -5 23 -20 25 -17 -26
right_child=1 9 7 4 -6 12 -8 -9 -10 -11 -12 13 -14 -15 16 24 -18 18 22 20 -22 -23 -24 -25 26 -27 -28
leaf_value=0.023693533066766186 0.008025320648084474 0.0042093760617119801 0.013820760033936419 0.01973250419682529 0.012656865265642907 0.012866429287032539 0.025605898980304832 0.019734004690741432 0.001691028669631538 -0.0015896322205588322 0.014396649497038191 0.014721842176690522 0.0075431408942195043 0.018978841411968959 0.020510354389585064 0.020534554467176388 0.015487550425361676 0.018841271552355779 0.017652053565896487 0.021798027890355544 0.019211770802097891 0.016994576177109075 0.018420380434927951 0.015346767059173459 0.018693983232558553 0.019321504052629473 0.020062961416316461
leaf_weight=70 62 82 88 52 96 87 53 73 52 53 66 53 52 89 63 463 52 96 63 52 90 61 53 78 83 107 55
leaf_count=70 62 82 88 52 96 87 53 73 52 53 66 53 52 89 63 463 52 96 63 52 90 61 53 78 83 107 55
internal_value=0 0.00913488 0.0114834 0.0189404 0.0172349 0.0082895 0.0200486 0.0165022 0.00513634 0.00193244 0.0179541 0.019764 0.0108753 0.0173902 0.0201414 0.0204225 0.0182395 0.0183849 0.0175665 0.0193154 0.0201591 0.0182549 0.0169355 0.0163771 0.020099 0.0203069 0.0192399
internal_weight=0 549 414 1795 707 253 1088 161 114 135 611 1035 139 142 893 778 115 545 290 255 142 113 194 141 708 570 138
internal_count=2344 549 414 1795 707 253 1088 161 114 135 611 1035 139 142 893 778 115 545 290 255 142 113 194 141 708 570 138
is_linear=0
shrinkage=0.00364721


Tree=136
num_leaves=21
num_cat=0
split_feature=4 3 150 43 2 43 3 2 11 43 4 52 52 4 51 47 4 15 2 43
split_gain=4115.85 1430.13 797.015 465.038 413.786 297.334 230.158 204.581 291.402 143.883 121.846 75.1898 169.625 109.738 41.9168 29.7416 28.9716 25.4133 23.5172 7.28265
threshold=0.30163500000000004 -0.058704999999999993 0.091355000000000006 -0.040789999999999993 0.10774000000000002 -0.090214999999999976 0.16158000000000003 0.095935000000000006 1.0000000180025095e-35 -0.00013499999999999997 -0.00013999999999999996 -0.51296999999999993 0.0029250000000000005 0.012315000000000001 -0.089214999999999989 0.10323000000000002 -0.060264999999999992 0.092400000000000024 0.089045000000000013 -0.069944999999999993
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 7 3 5 10 -3 9 8 14 -2 -5 -9 13 -13 -1 17 -14 18 -16 -19
right_child=6 2 -4 4 -6 -7 -8 11 -10 -11 -12 12 16 -15 15 -17 -18 19 -20 -21
leaf_value=0.020177387956735175 0.0053470196095047363 0.018989948371561045 0.0055285557509449001 0.01994491502177189 0.013640965791937904 0.0092339973517194841 0.00043865817019845795 0.022540357288749931 0.029433678555351797 0.010915209463233388 0.025218672751488393 0.012444516336370323 0.023023778058701396 0.018919431093458079 0.023126071409301709 0.020182641940353609 0.020029852685915204 0.020641060532551794 0.02178500436549962 0.021999905066983051
leaf_weight=91 98 52 71 93 78 94 52 82 65 101 95 52 61 61 693 57 81 66 177 124
leaf_count=91 98 52 71 93 78 94 52 82 65 101 95 52 61 61 693 57 81 66 177 124
internal_value=0 0.0205982 0.015658 0.0174035 0.0199801 0.012709 0.00657101 0.0220802 0.0226807 0.00817326 0.02261 0.0198116 0.018934 0.0159401 0.0223173 0.0224916 0.0213162 0.0226158 0.0228533 0.0215281
internal_weight=0 2093 483 412 266 146 251 1610 1273 199 188 337 255 113 1208 1117 142 1060 870 190
internal_count=2344 2093 483 412 266 146 251 1610 1273 199 188 337 255 113 1208 1117 142 1060 870 190
is_linear=0
shrinkage=0.00327323


Tree=137
num_leaves=27
num_cat=0
split_feature=1 52 1 12 12 3 1 3 12 43 40 12 52 52 3 15 1 15 43 43 52 52 15 3 43 15
split_gain=5235.18 1198.68 730.979 360.725 217.169 260.901 254.107 208.025 192.497 131.507 90.1813 89.0218 86.1391 183.542 76.8677 62.8091 48.5788 24.7093 15.6594 40.5331 13.2632 12.3663 11.3686 6.55794 4.77382 4.75723
threshold=0.10124500000000002 -0.41304999999999997 0.13554500000000003 0.088105000000000003 0.054520000000000006 -0.14443999999999999 0.092415000000000011 0.30112000000000005 0.11685000000000002 -0.012149999999999999 -0.077714999999999992 0.091625000000000012 0.024560000000000002 -0.090234999999999996 0.11924500000000002 0.082365000000000008 0.11400500000000001 -0.075694999999999985 0.0035900000000000007 0.091510000000000022 0.11110500000000002 0.099400000000000016 -1.0000000180025095e-35 -0.07798999999999999 0.0011450000000000004 -0.090684999999999988
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=4 -2 3 9 6 -6 12 -4 11 10 -3 18 13 -1 -11 17 -5 25 20 -20 22 24 -7 -19 -17 -13
right_child=1 2 7 16 5 8 -8 -9 -10 14 -12 15 -14 -15 -16 21 -18 23 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.027840830568947737 0.026614350133656529 0.0111151458385838 0.007213993993802072 0.021836992414518093 0.03230275721468219 0.026715982479861781 0.016551525192816323 -0.0022176582669339402 0.019003475223455166 0.017093594031654738 0.0047843396504586291 0.023849114128151189 0.028531559405934232 0.018950134466300193 0.011458302724949158 0.027132325399878279 0.016815763689629701 0.021186528273147837 0.023819452318710323 0.028106150253200915 0.025773025782443327 0.024977101260388261 0.027692191506973808 0.023021128383610562 0.025750665120214251 0.025441927226506393
leaf_weight=60 76 74 79 52 92 324 70 54 54 55 53 54 59 68 84 111 54 54 73 52 102 91 340 55 52 52
leaf_count=60 76 74 79 52 92 324 70 54 54 55 53 54 59 68 84 111 54 54 73 52 102 91 340 55 52 52
internal_value=0 0.0129008 0.010837 0.0135014 0.0257203 0.0262575 0.0225726 0.0033843 0.0258641 0.0111987 0.00847347 0.0261365 0.0248262 0.023118 0.0136884 0.0248293 0.0192794 0.0233544 0.0268245 0.025603 0.0270238 0.0260776 0.0272159 0.0221126 0.0266918 0.0246309
internal_weight=0 581 505 372 1763 1506 257 133 1414 266 127 1360 187 128 139 469 106 215 891 125 766 254 664 109 163 106
internal_count=2344 581 505 372 1763 1506 257 133 1414 266 127 1360 187 128 139 469 106 215 891 125 766 254 664 109 163 106
is_linear=0
shrinkage=0.00370369


Tree=138
num_leaves=20
num_cat=0
split_feature=4 3 150 43 13 43 3 47 43 0 0 12 3 3 13 13 4 0 4
split_gain=1818.72 646.686 410.742 267.227 220.072 218.73 180.638 104.05 96.8328 88.4967 79.0174 74.7605 84.1886 84.0361 125.503 55.7698 48.4558 23.5042 15.683
threshold=0.30163500000000004 -0.063074999999999978 0.091355000000000006 -0.040789999999999993 -0.23438999999999996 -0.090214999999999976 0.16158000000000003 0.078875000000000015 -0.00013499999999999997 -0.13740499999999997 -0.14454499999999995 0.082165000000000016 -0.14162499999999997 -0.097574999999999981 0.071660000000000015 0.0015850000000000003 0.0063250000000000008 -0.077429999999999985 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 -3 8 9 -2 -6 -1 -12 -13 14 -14 16 -15 -11 -17
right_child=6 2 -4 4 7 -7 -8 -9 -10 17 11 12 13 15 -16 18 -18 -19 -20
leaf_value=0.026421890878441108 0.0055006058288611824 0.019394335911598677 0.0052187112612706848 0.011388931952990906 0.014807775409819533 0.0078870892997279889 -0.00079425028652541302 0.026846676151157073 0.011845111872248376 0.024228157582587232 0.015712733078277748 0.025280105228522587 0.011874494152592757 0.021862094843075622 0.021230176341688549 0.020209706302362847 0.019094489743011013 0.020059074375734336 0.016961124393814739
leaf_weight=56 98 53 73 55 52 96 52 57 101 52 55 94 52 990 69 53 151 61 74
leaf_count=56 98 53 73 55 52 96 52 57 101 52 55 94 52 990 69 53 151 61 74
internal_value=0 0.0197002 0.0151833 0.0168908 0.0195318 0.0119806 0.00674946 0.021549 0.00872093 0.0197186 0.0211141 0.0209208 0.0211139 0.020832 0.01721 0.0211775 0.0214959 0.021978 0.0183172
internal_weight=0 2093 499 426 277 149 251 222 199 165 1594 1538 1483 1389 121 1268 1141 113 127
internal_count=2344 2093 499 426 277 149 251 222 199 165 1594 1538 1483 1389 121 1268 1141 113 127
is_linear=0
shrinkage=0.00454613


Tree=139
num_leaves=17
num_cat=0
split_feature=4 2 457 123 13 2 13 0 158 0 4 0 49 474 13 39
split_gain=698.753 391.806 160.209 134.059 108.572 82.0283 47.6748 40.8843 38.9448 60.7383 32.7099 31.0154 30.5773 52.9031 36.8751 26.6054
threshold=0.30163500000000004 0.14271500000000001 0.11251000000000001 1.0000000180025095e-35 -0.089899999999999994 0.090000000000000011 -0.097519999999999982 -0.10075499999999998 1.0000000180025095e-35 -0.11471499999999998 -0.012089999999999998 -0.071844999999999978 0.082865000000000008 0.084660000000000027 -0.078934999999999991 0.088655000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 -1 -6 9 -7 -11 -5 13 -8 -14 -9
right_child=4 -3 -4 11 7 8 12 15 -10 10 -12 -13 14 -15 -16 -17
leaf_value=0.019989539409501277 -8.4257832830935695e-06 0.0016704349698282645 0.0054593683199484176 0.011582083959326125 0.010668549097156681 0.009091333030545979 0.015542103157048178 0.0078102064469026174 0.017041483438029817 0.014651869394317472 0.012084838055862392 0.0062955446752314273 0.015309452873579545 0.011510160758024836 0.020857076963111756 0.0028580931936112281
leaf_weight=64 80 66 52 65 58 85 857 58 73 356 203 52 69 94 57 55
leaf_count=64 80 66 52 65 58 85 857 58 73 356 203 52 69 94 57 55
internal_value=0 0.0138973 0.0142954 0.0145281 0.0048938 0.0148615 0.015711 0.00718755 0.0135094 0.0131089 0.0137198 0.00923298 0.0154567 0.0151436 0.0178195 0.00540037
internal_weight=0 2093 2027 1975 251 1858 1141 171 717 644 559 117 1077 951 126 113
internal_count=2344 2093 2027 1975 251 1858 1141 171 717 644 559 117 1077 951 126 113
is_linear=0
shrinkage=0.00509891


Tree=140
num_leaves=21
num_cat=0
split_feature=2 1 15 14 2 14 2 3 12 1 3 151 0 4 15 0 49 4 15 402
split_gain=666.638 237.263 82.8682 150.666 72.3289 68.6139 66.1307 44.4685 59.654 56.205 60.2538 39.5407 36.8181 40.6325 26.9238 22.5923 20.3364 20.2345 17.5974 6.85561
threshold=0.14062000000000005 0.10124500000000002 -0.085499999999999979 -0.22253999999999999 0.10161500000000002 0.062655000000000016 0.17000000000000001 0.091170000000000015 0.086665000000000006 0.090965000000000004 -0.07385499999999999 -0.065174999999999983 -0.075424999999999978 -0.34140499999999996 1.0000000180025095e-35 -0.065489999999999979 0.08734500000000002 -0.014854999999999998 0.084885000000000002 0.095250000000000015
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 5 3 -3 -5 7 -2 8 9 10 16 -4 -13 -14 15 17 -1 -10 -16 -20
right_child=6 2 11 4 -6 -7 -8 -9 14 -11 -12 12 13 -15 18 -17 -18 -19 19 -21
leaf_value=0.01330009184888873 0.0032421034949022651 0.013251280649302777 0.0070959459140545241 0.0071251572339004025 0.00047990783628482141 0.01774253701783024 -0.0040344036735267558 0.0085966360187026327 0.013732004234145037 0.0090240633808001333 0.018393983984753379 0.015618335360457751 0.01373119201088395 0.0078751305836598073 0.015478987362158388 0.0082631288438040212 0.016797163474524562 0.010788669807103739 0.012104453320186861 0.013889708009021257
leaf_weight=378 75 65 62 94 86 71 63 77 83 56 92 53 58 74 55 73 52 283 427 69
leaf_count=378 75 65 62 94 86 71 63 77 83 56 92 53 58 74 55 73 52 283 427 69
internal_value=0 0.0117821 0.00857641 0.00641829 0.00395052 0.0127012 -7.93752e-05 0.0124836 0.0126744 0.0140115 0.0145464 0.0107168 0.01193 0.0104487 0.0118937 0.0109254 0.0137231 0.0114563 0.0126651 0.0123529
internal_weight=0 2208 492 245 180 1716 138 1645 1568 578 522 247 185 132 990 439 430 366 551 496
internal_count=2346 2208 492 245 180 1716 138 1645 1568 578 522 247 185 132 990 439 430 366 551 496
is_linear=0
shrinkage=0.00523581


Tree=141
num_leaves=18
num_cat=0
split_feature=1 13 49 49 150 1 132 16 16 16 13 16 49 13 159 16 43
split_gain=432.108 119.792 98.6349 87.531 98.7386 163.069 75.3036 84.3654 47.8261 35.2064 28.9787 27.9524 43.1429 38.7462 35.8856 30.4017 30.141
threshold=0.11695500000000002 0.059130000000000009 -1.0000000180025095e-35 -0.089819999999999983 1.0000000180025095e-35 0.085425000000000015 0.08518000000000002 -0.023519999999999996 0.055635000000000011 -0.075434999999999988 -0.15714499999999998 -0.14483499999999996 0.12552000000000005 0.18219500000000002 0.065430000000000016 -0.50690499999999983 -0.0093649999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 11 -8 10 -7 -4 15 13 14 -13 -5 -17
right_child=1 -3 8 4 5 9 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18
leaf_value=0.015461881826549098 -0.0016013978437723778 -0.0040179562003302138 0.0082689238160747105 0.0097085506650828168 0.013580748095670702 0.00056959551780542267 0.009967129465394655 0.0013127135071300689 0.011216844973215033 0.0063521528441805655 0.0032427416681765618 0.011016230993437348 0.0059409463769154285 0.014636074377089459 0.0083489405653039087 0.01182779856016428 0.017625450574667911
leaf_weight=98 52 52 55 52 64 75 92 52 53 53 88 1152 54 77 171 52 54
leaf_count=98 52 52 55 52 64 75 92 52 53 53 88 1152 54 77 171 52 54
internal_value=0 0.0034748 0.00504609 0.0104534 0.0102014 0.00650348 0.0106057 0.00684233 0.00681 0.00296439 0.00517629 0.0109418 0.0107059 0.0108896 0.0106715 0.0131125 0.0147819
internal_weight=0 300 248 2046 1948 192 1756 144 196 128 143 1612 1454 1400 1323 158 106
internal_count=2346 300 248 2046 1948 192 1756 144 196 128 143 1612 1454 1400 1323 158 106
is_linear=0
shrinkage=0.00543001


Tree=142
num_leaves=15
num_cat=0
split_feature=2 3 97 2 52 16 15 3 12 49 43 49 43 0
split_gain=377.982 153.893 83.1308 75.4218 97.1423 137.592 72.2948 53.1861 43.1316 52.6973 33.6121 33.3858 31.4372 31.1957
threshold=0.14062000000000005 0.30112000000000005 -0.0047149999999999996 0.099675000000000014 0.044705000000000002 0.058765000000000005 -0.072904999999999984 -0.058704999999999993 -1.0000000180025095e-35 -0.091004999999999989 -0.011764999999999998 -0.020999999999999994 -0.00013499999999999997 -0.13892999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 12 -2 -6 -4 -10 -7 -11 -5 -13
right_child=6 -3 3 4 7 10 -8 -9 9 11 -12 13 -14 -15
leaf_value=0.0023619228957011437 0.0029216074908617186 -0.00065459802287955561 0.015215528064583794 -0.00012081492113285003 0.0096246400726039093 0.0070853439611366928 -0.0065014270707263247 0.017486780294416804 0.016699295593942037 0.0067418955173887164 0.012970896781828898 0.014409196504976862 0.0051585453584005164 0.010607807240389882
leaf_weight=53 82 54 100 87 92 65 56 57 61 85 102 95 98 1259
leaf_count=53 82 54 100 87 92 65 56 57 61 85 102 95 98 1259
internal_value=0 0.0100039 0.0102711 0.0104706 0.00830544 0.0064735 -0.000901738 0.0126328 0.0111485 0.0108774 0.0106805 0.0106305 0.00267545 0.0108746
internal_weight=0 2208 2154 2101 501 352 138 149 1600 1500 167 1439 185 1354
internal_count=2346 2208 2154 2101 501 352 138 149 1600 1500 167 1439 185 1354
is_linear=0
shrinkage=0.00639305


Tree=143
num_leaves=10
num_cat=0
split_feature=3 2 14 4 14 0 2 11 4
split_gain=274.536 155.523 92.6732 101.951 84.7396 139.129 44.5553 43.1631 63.4192
threshold=0.31370500000000007 0.15020000000000003 -1.0000000180025095e-35 0.41181500000000004 0.019675000000000002 -0.14097999999999997 0.093565000000000023 0.086945000000000008 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -7
right_child=-2 -3 3 -5 -6 7 -8 -9 -10
leaf_value=0.010852213305357197 -0.0028967893397568545 -0.0013440458484530351 0.0044706655669843913 0.0014697865760355993 0.011278872441704399 0.010748330731552912 -0.0012270966570358049 0.0022253155586330871 0.0064652915949009607
leaf_weight=102 80 62 58 102 79 84 70 52 1657
leaf_count=102 80 62 58 102 79 84 70 52 1657
internal_value=0 0.00616492 0.00637618 0.00615895 0.00639808 0.00619733 0.0013543 0.00654304 0.00667197
internal_weight=0 2266 2204 2102 2000 1921 128 1793 1741
internal_count=2346 2266 2204 2102 2000 1921 128 1793 1741
is_linear=0
shrinkage=0.00480775


Tree=144
num_leaves=31
num_cat=0
split_feature=12 12 123 16 47 16 0 16 150 12 49 47 16 123 16 11 0 401 49 12 157 49 0 0 16 0 0 130 402 0
split_gain=1441.03 414.491 295.75 234.779 217.498 232.917 325.316 132.175 116.654 90.5068 88.1526 63.5083 57.9406 45.6235 31.0806 42.9057 33.0555 26.628 22.3028 19.8982 19.1536 12.3528 11.3525 8.35179 6.6986 6.33429 5.29175 7.74207 3.78937 3.34596
threshold=0.077755000000000005 0.10337000000000002 0.088795000000000013 -0.14251999999999995 0.077555000000000013 0.081265000000000018 -0.068214999999999984 -1.0000000180025095e-35 0.090480000000000019 0.086665000000000006 -0.006494999999999999 0.10421000000000001 -0.059624999999999991 0.10388000000000001 -0.072054999999999994 0.079915000000000014 -0.060199999999999997 0.078085000000000016 -0.0096099999999999988 0.092550000000000007 -0.08237499999999999 0.088930000000000009 -0.077429999999999985 -0.087219999999999978 0.22564000000000003 -0.084144999999999984 -0.10023499999999998 -0.0045849999999999997 0.086185000000000012 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 -3 5 6 8 22 10 17 -1 -6 -12 -4 21 16 19 18 -2 23 -20 26 -5 -16 -21 29 -11 -28 -29 -22
right_child=1 3 13 7 11 -7 -8 -9 -10 14 12 -13 -14 -15 15 -17 -18 -19 20 24 25 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.019505770538651067 0.019516503551600291 0.0081353873343926811 0.009695717175886848 0.020863973943198909 0.021546936788046474 0.019205374973552861 0.0057331280706684404 0.013618242648731155 0.0094171784458578316 0.01962472201569641 0.016078459070663943 0.015848211990372341 0.011113758493568869 0.0047839386846624168 0.018724123709226877 0.022254281513059311 0.016188999961160227 0.024306262060385032 0.023951530423365664 0.018823126095152076 0.021572165140687685 0.018839939856319585 0.018556392924265135 0.020483253746092039 0.017268702247829976 0.020597402110942267 0.021943734611342736 0.020400429756119685 0.021440872890183992 0.022683099984136184
leaf_weight=54 64 52 57 59 60 71 96 90 62 52 73 53 63 52 53 59 60 59 58 120 133 54 65 152 61 75 85 229 67 58
leaf_count=54 64 52 57 59 60 71 96 90 62 52 73 53 63 52 53 59 60 59 58 120 133 54 65 152 61 75 85 229 67 58
internal_value=0 0.019708 0.0130415 0.0153607 0.0142069 0.0129481 0.0116713 0.0171162 0.0139333 0.0205116 0.0154068 0.0188744 0.0137789 0.00735286 0.019873 0.019213 0.0188105 0.0219285 0.0215668 0.0192179 0.0219717 0.0205574 0.0196547 0.0200287 0.0182995 0.0215399 0.0207715 0.0209279 0.0206361 0.0219097
internal_weight=0 1705 641 266 532 419 348 214 252 1439 190 113 136 109 992 505 446 447 388 386 324 487 124 205 181 266 433 381 296 191
internal_count=2346 1705 641 266 532 419 348 214 252 1439 190 113 136 109 992 505 446 447 388 386 324 487 124 205 181 266 433 381 296 191
is_linear=0
shrinkage=0.00379029


Tree=145
num_leaves=17
num_cat=0
split_feature=3 9 2 13 0 4 1429 3 160 15 3 13 3 0 159 159
split_gain=253.906 159.451 134.46 111.623 84.8894 40.6092 38.1749 39.825 49.1645 29.9707 29.8571 24.6932 55.5327 23.5334 23.4035 41.2423
threshold=0.31400500000000003 -1.0000000180025095e-35 0.099675000000000014 0.17001000000000002 -0.14310999999999999 0.50373500000000015 0.084770000000000012 -0.038414999999999998 0.085130000000000011 -0.10114499999999998 0.084735000000000019 -0.093619999999999995 -0.0083149999999999977 -0.037794999999999995 0.11402500000000002 0.082200000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 9 11 7 13 10 -4 -9 -6 -13 14 15 -3
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0017781968303524662 -0.0030867246155413374 0.0073309033093258104 0.0042024776871975814 -0.0026475049160979334 0.0038404510190240323 0.0019656647178891815 0.0042527817203782568 0.013754107735995108 0.0055648815775196786 -0.00099059915693859709 0.0090011918847357885 0.0064863536816291067 0.012246214157144142 0.0039644504346170711 0.0042715069034013637 0.010870654415162722
leaf_weight=62 78 1104 55 52 63 52 95 72 53 65 70 294 53 54 59 96
leaf_count=62 78 1104 55 52 63 52 95 72 53 65 70 294 53 54 59 96
internal_value=0 0.00641229 0.00663932 0.00462049 0.00526995 0.00627785 0.00743775 0.00763836 0.00982271 0.0013891 0.0114115 0.00682463 0.00736626 0.00731391 0.00745753 0.00761413
internal_weight=0 2299 2237 634 582 462 1603 1508 195 120 142 410 347 1313 1259 1200
internal_count=2377 2299 2237 634 582 462 1603 1508 195 120 142 410 347 1313 1259 1200
is_linear=0
shrinkage=0.00517804


Tree=146
num_leaves=20
num_cat=0
split_feature=4 39 13 4 43 150 14 16 16 0 4 13 16 0 133 4 0 43 133
split_gain=4218.94 1070.8 831.691 222.319 190.783 136.73 157.366 199.066 126.238 101.015 373.085 80.3811 74.567 113.952 69.9911 62.2192 138.601 60.3262 19.3036
threshold=0.30163500000000004 0.081875000000000017 -0.28558999999999996 0.024315000000000003 -0.065804999999999989 0.081245000000000026 -0.42214499999999994 -0.4714549999999999 -0.36241499999999999 -0.10891999999999999 -0.030434999999999993 0.024780000000000003 0.39524000000000009 -0.071104999999999988 0.085650000000000018 -0.37626499999999991 -0.063109999999999986 -1.0000000180025095e-35 0.089135000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 14 6 -2 -8 -5 10 -4 15 13 -13 -3 -11 -17 18 -10
right_child=5 4 3 8 -6 -7 7 -9 17 11 -12 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0.01009392451690614 0.010376782562709425 0.01305088702627126 0.02362585143096102 0.020835765964542171 0.017312567970537662 0.010998223950075164 0.007562814795350062 0.00091706083600003345 0.018651153312627972 0.023530353495010575 0.01342739417781917 0.019964816332358613 0.02224724279210917 0.015081767729328665 0.0089356612397442099 0.021298333271619486 0.017438664672985969 0.014189778500191876 0.016455867931903193
leaf_weight=65 52 68 53 83 55 61 82 63 74 85 61 132 57 53 63 1080 79 55 56
leaf_count=65 52 68 53 83 55 61 82 63 74 85 61 132 57 53 63 1080 79 55 56
internal_value=0 0.0193604 0.0199803 0.0203243 0.0129175 0.00731977 0.0061806 0.00467556 0.0179538 0.0207214 0.018169 0.0209171 0.0194332 0.0185661 0.011072 0.0212058 0.0210353 0.0166606 0.0177057
internal_weight=0 2119 1933 1868 186 258 197 145 268 1600 114 1486 242 185 131 1244 1159 185 130
internal_count=2377 2119 1933 1868 186 258 197 145 268 1600 114 1486 242 185 131 1244 1159 185 130
is_linear=0
shrinkage=0.00281126


Tree=147
num_leaves=26
num_cat=0
split_feature=12 2 13 2 16 2 2 43 12 16 16 16 50 43 12 2 43 13 159 13 51 43 475 131 50
split_gain=1132.54 442.452 337.701 268.748 127.434 83.6309 151.051 124.259 83.3191 70.5641 38.0331 43.3412 35.7702 69.8303 32.5779 24.4622 31.4313 24.3757 21.2279 21.1891 19.0875 14.7768 14.3649 8.01248 4.57302
threshold=0.077755000000000005 0.13443000000000002 -0.0044799999999999987 0.10656 -0.038799999999999994 -0.025904999999999994 0.11366500000000002 -0.078139999999999973 0.099815000000000015 -0.034109999999999994 -0.097499999999999989 -1.0000000180025095e-35 0.077545000000000017 -0.12584499999999996 -0.064509999999999984 0.088500000000000009 0.058500000000000003 -0.086689999999999975 1.0000000180025095e-35 -0.089624999999999982 -0.091829999999999981 0.062770000000000006 -0.079029999999999975 0.084390000000000007 0.10672000000000002
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=2 8 5 4 -4 -1 7 -7 12 -5 -10 21 13 -2 -8 16 18 -14 -15 -17 -6 -12 -21 24 -19
right_child=1 -3 3 9 20 6 14 -9 10 -11 11 -13 17 15 -16 19 -18 23 -20 22 -22 -23 -24 -25 -26
leaf_value=0.0053454614565227659 0.017433049019987466 0.0083474381538383453 0.015902401140714468 0.014800572991940207 0.025162770040494373 0.01133186631399857 0.010124136334409719 0.020668902675816912 0.015787238000105005 0.0078269342118817784 0.022639651790429493 0.017568431720357786 0.025246239594593777 0.022550227219244608 0.0055451657788129797 0.018368372505528644 0.025847060361197455 0.022838291271108688 0.020019709752469417 0.023638453448933103 0.021591846261725521 0.019665279436226948 0.021056282040828558 0.023926011851732196 0.021274413987905885
leaf_weight=53 79 55 81 72 58 69 83 52 53 52 96 91 95 446 53 54 53 70 82 53 68 55 303 59 92
leaf_count=53 79 55 81 72 58 69 83 52 53 52 96 91 95 446 53 54 53 70 82 53 68 55 303 59 92
internal_value=0 0.0210755 0.0139829 0.0171862 0.0203666 0.0105625 0.0116382 0.0153449 0.021492 0.0118765 0.0192901 0.0200571 0.0219606 0.0215619 0.00834004 0.021891 0.022494 0.0233104 0.0221573 0.0210363 0.023236 0.0215566 0.0214408 0.0224781 0.0219505
internal_weight=0 1736 641 331 207 310 257 121 1681 124 295 242 1386 1070 136 991 581 316 528 410 126 151 356 221 162
internal_count=2377 1736 641 331 207 310 257 121 1681 124 295 242 1386 1070 136 991 581 316 528 410 126 151 356 221 162
is_linear=0
shrinkage=0.00455988


Tree=148
num_leaves=22
num_cat=0
split_feature=1 1 12 3 16 13 3 160 4 0 3 13 4 16 50 42 48 0 3 16 3
split_gain=263.733 128.739 84.8302 74.0987 73.9772 72.6154 53.1792 62.707 43.8818 41.1145 35.9204 35.583 28.7301 50.7687 28.0712 21.7822 22.9291 37.9848 21.8416 15.1864 11.6382
threshold=0.14846500000000004 0.10124500000000002 0.087805000000000008 0.045635000000000002 -0.41863499999999992 -0.0094049999999999984 -0.097224999999999992 -0.054789999999999998 0.022635000000000006 -0.20489499999999997 -0.14443999999999999 -0.41143499999999994 0.043850000000000007 -0.42618999999999996 0.12045500000000002 -0.088814999999999991 0.091150000000000023 -0.037794999999999995 -0.088919999999999985 -0.013324999999999998 -0.06340999999999998
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 6 3 4 -3 -6 7 -1 -4 -5 -9 -11 14 -14 15 18 17 -17 -8 -12 -15
right_child=-2 2 8 9 5 -7 12 10 -10 11 19 -13 13 20 -16 16 -18 -19 -20 -21 -22
leaf_value=0.00091213911556597049 -0.0037351445125803442 0.0057117873256718292 0.0087884553389359042 0.0020698222210114026 0.0026328810137346823 -0.0037582148548129576 0.0077842614710273194 0.00877517054163688 0.0045359218345696921 0.0043309108791128436 0.0062248726889102936 0.009509476609735671 0.0090341117143567361 0.0051369670306074672 0.0044622971409063079 0.0072960712876251567 0.0052826068134317313 0.010876924996797073 0.011450088106110664 0.0028700591468066505 0.0025265869834040179
leaf_weight=60 54 53 100 52 73 69 84 67 94 53 56 53 60 90 63 972 101 63 53 52 55
leaf_count=60 54 53 100 52 73 69 84 67 94 53 56 53 60 90 63 972 101 63 53 52 55
internal_value=0 0.00625016 0.0043551 0.00305077 0.00120825 -0.000472316 0.0068338 0.0048538 0.0067282 0.00532447 0.00620496 0.00692064 0.00713572 0.00557771 0.00737475 0.00751885 0.00731573 0.00751408 0.00920278 0.00461003 0.00414715
internal_weight=0 2323 547 353 195 142 1776 235 194 158 175 106 1541 205 1336 1273 1136 1035 137 108 145
internal_count=2377 2323 547 353 195 142 1776 235 194 158 175 106 1541 205 1336 1273 1136 1035 137 108 145
is_linear=0
shrinkage=0.00446693


Tree=149
num_leaves=25
num_cat=0
split_feature=1 1 12 151 12 15 150 160 1 151 12 15 15 160 474 15 50 12 133 133 159 15 12 15
split_gain=182.442 93.4108 88.5962 64.1581 53.9116 44.9595 56.2343 39.153 38.5628 31.8872 35.0806 26.0207 77.5597 78.0645 21.5869 17.8887 17.0876 12.5158 6.49999 7.89114 5.07417 4.61911 4.48562 3.10967
threshold=0.14846500000000004 0.092415000000000011 -1.0000000180025095e-35 -0.086824999999999986 -0.080579999999999985 -0.37478999999999996 0.095565000000000011 1.0000000180025095e-35 0.11249000000000002 -0.10443499999999999 -1.0000000180025095e-35 0.03981500000000001 -0.006494999999999999 -0.010599999999999998 0.037915000000000011 0.087010000000000018 0.092705000000000023 0.092150000000000024 0.10051500000000001 0.2590050000000001 -0.014974999999999997 -0.068639999999999993 0.087045000000000025 0.084150000000000016
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 9 4 -4 8 -5 7 16 -3 -1 -11 12 14 -14 17 22 -7 -12 20 -20 -17 -16 23 -13
right_child=-2 2 3 5 -6 6 -8 -9 -10 10 11 15 13 -15 21 18 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.01252915292827645 -0.0044852944391073606 0.0011168692067926324 0.0003046500550784822 0.0025974507487878128 -0.0032879204608059704 0.0077680483685874232 0.0026834075751767336 0.014701379600385363 0.0072128467580522262 0.01258512686619009 0.0082169924719359758 0.012177449202126959 -0.0035973155442444319 0.0069682775795755344 0.011579393041940333 0.010248559039202359 0.011318262442503875 0.0059879442750012304 0.0051228541127249054 0.0081174911409240321 0.00821565318339278 0.0092209554543192119 0.009167750023781833 0.010227931252670065
leaf_weight=74 54 90 52 59 55 220 57 53 83 72 267 54 52 66 61 64 76 173 58 100 260 81 101 95
leaf_count=74 54 90 52 59 55 220 57 53 83 72 267 54 52 66 61 64 76 173 58 100 260 81 101 95
internal_value=0 0.00750551 0.00562301 0.00710004 0.00227346 0.00785981 0.00862437 0.00959447 0.00404193 0.00839422 0.00819073 0.00796973 0.00708021 0.00231167 0.0080469 0.00882028 0.00867982 0.00734073 0.00809348 0.00701863 0.00861743 0.0102346 0.0102213 0.0109349
internal_weight=0 2323 745 517 228 465 406 349 173 1578 1504 1432 700 118 582 732 296 440 482 158 324 142 250 149
internal_count=2377 2323 745 517 228 465 406 349 173 1578 1504 1432 700 118 582 732 296 440 482 158 324 142 250 149
is_linear=0
shrinkage=0.00644943


Tree=150
num_leaves=28
num_cat=0
split_feature=2 12 2 2 2 12 52 13 52 52 12 39 42 42 11 3 3 2 2 13 2 151 133 133 133 12 133
split_gain=2869.35 1576.18 629.32 660.032 407.327 194.45 155.096 107.262 100.87 127.908 81.7486 68.1913 40.0099 31.5494 44.9576 32.1637 24.8291 23.8231 18.6179 13.6574 10.7552 10.7282 18.6499 7.38253 9.87076 6.73469 0.48137
threshold=0.12399000000000002 0.077755000000000005 -1.0000000180025095e-35 0.10428500000000002 0.17000000000000001 0.10184000000000001 -0.023474999999999996 -0.053824999999999991 0.024560000000000002 -0.085924999999999987 0.086160000000000014 0.088025000000000006 -1.0000000180025095e-35 0.090040000000000023 0.077290000000000011 -0.096749999999999989 -0.10175499999999998 0.097145000000000023 0.095935000000000006 0.0028150000000000002 0.095935000000000006 -0.085574999999999984 -0.0081099999999999974 -0.0076199999999999992 0.032620000000000003 0.084845000000000018 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 8 7 10 -5 -2 9 -4 16 -1 20 14 15 -12 -3 -14 23 -17 -7 -18 26 -15 -25 -24 -23
right_child=4 5 3 6 -6 12 -8 -9 -10 -11 13 -13 17 18 -16 19 21 -19 -20 -21 -22 22 25 24 -26 -27 -28
leaf_value=0.0076283479124124465 0.0048998079747905304 0.020837723054062191 0.018094488445425324 0.0052110467983532511 -0.0016386439078649208 0.016851222779240133 0.011260153152566519 0.0095634127232052633 0.019946366657772559 0.012751343029891808 0.015509290883899157 0.0032540089823547861 0.012211506923353503 0.017925604555675469 0.020093121706706324 0.017912769348916141 0.019845814035745733 0.014974530378923226 0.01549736616433936 0.016439521547711184 0.015101279194205147 0.019176021182890624 0.017307778926172329 0.016102832841729878 0.017387450694141618 0.018460256623884206 0.019625883600069977
leaf_weight=68 82 52 77 67 59 66 82 90 58 79 64 57 55 64 64 448 55 54 91 63 58 55 98 101 110 83 52
leaf_count=68 82 52 77 67 59 66 82 90 58 79 64 57 55 64 64 448 55 54 91 63 58 55 98 101 110 83 52
internal_value=0 0.0159913 0.011341 0.0133061 0.0050468 0.017381 0.0085403 0.00734025 0.0166242 0.0153889 0.0177963 0.0056339 0.0148859 0.0173491 0.0177453 0.0174839 0.0189337 0.0135806 0.0166574 0.0177312 0.016033 0.018645 0.0184156 0.0170411 0.0167727 0.0178364 0.0193949
internal_weight=0 2121 488 363 231 1633 149 172 214 156 1400 125 233 1005 639 575 395 109 366 511 124 343 288 275 211 181 107
internal_count=2352 2121 488 363 231 1633 149 172 214 156 1400 125 233 1005 639 575 395 109 366 511 124 343 288 275 211 181 107
is_linear=0
shrinkage=0.00294887


Tree=151
num_leaves=22
num_cat=0
split_feature=1 1 124 2 2 47 15 0 2 42 0 13 1 475 2 16 475 42 1446 133 133
split_gain=3355.69 659.767 323.398 248.224 158.084 136.912 186.759 90.9104 93.6436 75.1723 74.4722 69.7773 50.2749 44.0041 29.899 32.7306 26.3661 20.4842 26.0658 12.5821 6.32806
threshold=0.10525000000000002 0.12394500000000001 -0.080389999999999989 0.10515500000000001 0.089830000000000007 0.085505000000000012 -0.41606999999999994 -0.15503499999999998 0.12358500000000001 0.077855000000000021 -0.13892999999999997 -1.0000000180025095e-35 0.095510000000000012 -0.066784999999999983 0.095935000000000006 -0.116045 -0.086004999999999984 0.088285000000000016 0.082445000000000004 -0.00027499999999999996 -0.0081099999999999974
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=2 3 -1 9 10 6 -3 -6 13 -2 -4 -5 16 -9 19 -16 -12 18 -18 -15 -19
right_child=1 5 4 11 7 -7 -8 8 -10 -11 12 -13 -14 14 15 -17 17 20 -20 -21 -22
leaf_value=0.014083094613501972 0.015568465258683585 0.007535567784148876 0.026286869245906348 0.0091196193787983527 0.015777516750458652 0.010386557304363513 -0.00064202216855235026 0.023717652750875201 0.015965637518373505 0.02188323594820438 0.020133661499410233 0.013991262456284669 0.019435498208436042 0.023380232472622921 0.022762982917762603 0.019495659506060935 0.023005711873603864 0.02287879793738453 0.025817446280257964 0.02134783139401843 0.021390358069805746
leaf_weight=81 53 87 81 88 55 62 75 91 52 56 53 82 72 62 54 249 591 60 52 156 140
leaf_count=81 53 87 81 88 55 62 75 91 52 56 53 82 72 62 54 249 591 60 52 156 140
internal_value=0 0.0104413 0.0215051 0.0143388 0.0218451 0.00558665 0.0037494 0.0204729 0.0208617 0.0188131 0.0227857 0.0114697 0.0224927 0.0212777 0.0208514 0.0200781 0.0227383 0.022902 0.0232332 0.021926 0.0218371
internal_weight=0 503 1849 279 1768 224 162 719 664 109 1049 170 968 612 521 303 896 843 643 218 200
internal_count=2352 503 1849 279 1768 224 162 719 664 109 1049 170 968 612 521 303 896 843 643 218 200
is_linear=0
shrinkage=0.00379788


Tree=152
num_leaves=23
num_cat=0
split_feature=1 1 123 2 47 15 4 1 13 0 4 0 0 4 1375 0 50 2 0 43 13 15
split_gain=3296.12 596.747 312.569 224.885 189.171 207.9 173.101 98.1271 79.7433 65.8107 132.29 93.8045 64.8973 64.0322 61.7325 66.3361 30.6809 28.9628 13.5308 13.4224 9.54419 8.92076
threshold=0.104035 0.12394500000000001 0.080635000000000012 0.10472500000000001 0.085505000000000012 -0.41606999999999994 0.043850000000000007 0.083555000000000018 -1.0000000180025095e-35 -0.079249999999999987 -0.38908499999999996 -0.060199999999999997 -0.067969999999999989 0.10896500000000002 -0.082704999999999987 -0.14151499999999997 0.10883000000000001 0.09772500000000002 -0.085719999999999977 0.043850000000000007 -0.082264999999999991 0.084150000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 12 5 -3 9 13 -5 14 17 19 -2 -8 -1 -16 18 -11 -17 21 -18 -12
right_child=1 4 -4 8 -6 -7 7 -9 -10 10 11 -13 -14 -15 15 16 20 -19 -20 -21 -22 -23
leaf_value=0.013883383274585324 0.016200992804303611 0.0040827067442898591 0.0094627962337342601 0.005144767994203543 0.0074772837745644919 -0.0036125782071947956 0.013223710713431905 0.0097554950180230877 0.0096431706151265915 0.021051432019621428 0.015332654930169828 0.011728613906181039 0.011079325865851275 0.017255631712582323 0.020260941115687638 0.018091055737305566 0.01669558882347108 0.017594372906659245 0.017181929491785163 0.014628034209819622 0.014661834108417466 0.016737738644626157
leaf_weight=52 54 87 74 89 62 75 101 52 92 53 78 78 60 82 102 358 53 59 402 75 54 160
leaf_count=52 54 87 74 89 62 75 101 52 92 53 78 78 60 82 102 358 53 59 402 75 54 160
internal_value=0 0.00661398 0.0162833 0.00977891 0.00244573 0.000519852 0.0165702 0.0138635 0.00743145 0.0169875 0.0159839 0.0150538 0.0135057 0.0150306 0.017482 0.017675 0.0173708 0.0192306 0.0176102 0.0158823 0.0156695 0.0162774
internal_weight=0 519 1833 295 224 162 1759 235 181 1524 503 391 114 183 1021 969 867 112 760 313 107 238
internal_count=2352 519 1833 295 224 162 1759 235 181 1524 503 391 114 183 1021 969 867 112 760 313 107 238
is_linear=0
shrinkage=0.00338714


Tree=153
num_leaves=20
num_cat=0
split_feature=1 1 12 1 12 14 12 2 2 15 3 51 2 13 12 15 13 12 15
split_gain=3572.69 608.37 351.465 250.744 286.245 254.423 144.805 140.539 168.013 112.482 102.586 66.7118 62.9416 55.9458 54.4858 47.6231 42.3409 22.7499 16.8465
threshold=0.10525000000000002 0.12394500000000001 0.087805000000000008 0.092415000000000011 -1.0000000180025095e-35 0.062655000000000016 0.11844 0.14307 -0.00097499999999999985 -1.0000000180025095e-35 0.092330000000000009 -0.088764999999999983 0.090115000000000015 -1.0000000180025095e-35 0.082295000000000021 -0.068639999999999993 0.034905000000000012 0.095330000000000012 -0.067469999999999988
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 13 5 -5 6 10 8 -3 -6 11 15 14 -2 -13 -1 -14 -11 -4
right_child=1 7 18 4 9 -7 -8 -9 -10 17 -12 12 16 -15 -16 -17 -18 -19 -20
leaf_value=0.020559053414884114 0.009797996061854929 0.00525804754159613 0.016903849708001004 0.011232043525837621 0.016135047008446618 0.025904957412469121 0.015320860804866223 0.0042679307892281989 0.01192926346528058 0.021764721788435967 0.016386293559366161 0.024012960508078423 0.020120040119268694 0.013226630407392397 0.020884835305215017 0.017054657576777835 0.017725368143133975 0.019173666755675695 0.019297153796946503
leaf_weight=57 102 58 52 57 85 68 56 87 79 67 60 53 387 72 738 87 79 55 53
leaf_count=57 102 58 52 57 85 68 56 87 79 67 60 53 387 72 738 87 79 55 53
internal_value=0 0.0108794 0.013812 0.0198246 0.0171386 0.0202719 0.0200194 0.00722657 0.00910519 0.0187649 0.0201995 0.0203628 0.0205828 0.0112169 0.0210945 0.018442 0.0197141 0.0205969 0.0181122
internal_weight=0 503 279 1849 264 1585 1517 224 137 207 1461 1401 1257 174 791 144 466 122 105
internal_count=2352 503 279 1849 264 1585 1517 224 137 207 1461 1401 1257 174 791 144 466 122 105
is_linear=0
shrinkage=0.00297589


Tree=154
num_leaves=23
num_cat=0
split_feature=1 1 12 123 1 12 123 150 159 13 0 15 16 15 15 15 0 12 0 52 15 0
split_gain=3225.14 547.095 345.353 290.45 151.509 145.073 95.199 88.4791 72.9398 68.1201 60.4887 50.3486 108.194 95.5631 50.319 47.3869 111.284 73.7744 41.7812 40.7802 11.5805 7.4408
threshold=0.10525000000000002 0.12394500000000001 0.087805000000000008 0.080635000000000012 0.15067500000000003 0.11844 0.089155000000000012 0.11174500000000002 0.078675000000000009 -0.072559999999999986 -0.079249999999999987 -0.021954999999999999 0.081265000000000018 0.087315000000000018 -0.15614499999999998 0.079575000000000021 -0.14151499999999997 0.054520000000000006 -0.14310999999999999 -0.42890999999999996 -0.067469999999999988 0.09395000000000002
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 8 5 6 7 9 10 18 -3 14 19 13 -13 -1 17 -17 -16 -2 -12 -4 -14
right_child=1 4 20 -5 -6 -7 -8 -9 -10 -11 11 12 21 -15 15 16 -18 -19 -20 -21 -22 -23
leaf_value=0.022603965456946509 0.0068065317737670723 0.0032379305913200515 0.014912282285895485 0.010749735389835873 -0.0029454210923971686 0.012819717313340171 0.00025257419304392957 0.013733092202424234 0.0040493799612638676 0.0090908332374114408 0.018154623192983606 0.012427974854099891 0.02063240089675707 0.018190858095419753 0.015051123352312621 0.025124706933032773 0.01928443589950123 0.01888315314160147 0.011463134887802151 0.013950875172242614 0.017461488483055714 0.022624113079247006
leaf_weight=62 54 54 52 76 53 66 54 53 61 63 58 52 60 221 88 53 480 447 59 81 53 52
leaf_count=62 54 54 52 76 53 66 54 53 61 63 58 52 60 221 88 53 480 447 59 81 53 52
internal_value=0 0.00715136 0.0107238 0.0180693 0.00270153 0.018383 0.004452 0.0185981 0.00741938 0.00638984 0.018754 0.0176794 0.0183921 0.0170933 0.0192522 0.0190576 0.0198653 0.0182529 0.00923822 0.0157053 0.0161994 0.0215575
internal_weight=0 503 279 1849 224 1773 171 1707 174 117 1654 524 385 273 1130 1068 533 535 113 139 105 112
internal_count=2352 503 279 1849 224 1773 171 1707 174 117 1654 524 385 273 1130 1068 533 535 113 139 105 112
is_linear=0
shrinkage=0.00382291


Tree=155
num_leaves=29
num_cat=0
split_feature=1 3 124 2 2 2 14 14 2 1 2 2 1 3 1 42 42 42 160 2 42 159 3 157 3 3 2 15
split_gain=2109.48 592.344 253.916 184.524 158.597 194.548 172.429 147.294 97.369 78.209 78.0192 36.1659 33.3311 48.5075 32.534 22.3789 36.5474 24.3392 20.4116 16.3368 16.9825 15.7291 9.94868 6.96677 6.92696 6.25394 5.8306 4.83167
threshold=0.10384000000000002 -0.063074999999999978 -0.076779999999999987 0.11444000000000001 -1.0000000180025095e-35 0.10859000000000001 -1.0000000180025095e-35 0.062655000000000016 0.089830000000000007 0.088595000000000021 0.13971500000000001 0.09857500000000001 0.085720000000000005 -0.089964999999999976 0.11453000000000001 0.079170000000000004 -0.061534999999999999 0.10017000000000002 0.025410000000000002 0.085775000000000004 0.08648500000000002 -1.0000000180025095e-35 -0.093979999999999994 -0.0085999999999999983 -0.081854999999999997 -0.081604999999999997 0.083570000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 14 -3 -6 -7 8 12 11 -8 18 19 -14 -2 16 -13 -17 21 22 23 -10 -4 -21 -15 -22 -24 -26
right_child=1 4 7 -5 5 6 10 -9 9 -11 -12 15 13 24 -16 17 -18 -19 -20 20 25 -23 26 -25 27 -27 -28 -29
leaf_value=0.0068099261595514866 0.014301473009368825 -0.0017833762173756851 0.015917544203813746 0.0049213006317804396 0.0090707119970114825 0.0070721450004288542 0.0022979233637603889 0.018200778500303057 0.014270148313057373 0.008817527405146337 -0.0026291800262173608 0.011821831320405405 0.0096426962437339662 0.014013463147216515 0.010707127013968023 0.013511027053365173 0.0081280626328949848 0.010533546834556177 0.014693161644172014 0.014752676669973317 0.011492210824720475 0.012155944023725652 0.013270755783534248 0.013555624830643872 0.012207122462303086 0.013132381271475216 0.014549461941116348 0.013308854159608209
leaf_weight=80 63 79 53 53 62 61 92 63 53 87 64 80 53 89 56 83 52 53 72 89 52 192 54 165 81 59 200 115
leaf_count=80 63 79 53 53 62 61 92 63 53 87 64 80 53 89 56 83 52 53 72 89 52 192 54 165 81 59 200 115
internal_value=0 0.00501428 0.012781 0.0102412 0.0025029 0.00371671 0.00218683 0.0130547 0.012862 0.0118507 0.000276313 0.0123017 0.0135348 0.0126558 0.0126103 0.0113739 0.010367 0.012351 0.0130859 0.0139768 0.0134854 0.0126135 0.014561 0.0139752 0.013216 0.0123643 0.0142778 0.0128537
internal_weight=0 530 1825 172 358 279 217 1745 1682 672 156 585 1010 338 119 268 132 136 317 672 365 245 307 254 285 111 254 196
internal_count=2355 530 1825 172 358 279 217 1745 1682 672 156 585 1010 338 119 268 132 136 317 672 365 245 307 254 285 111 254 196
is_linear=0
shrinkage=0.00342703


Tree=156
num_leaves=19
num_cat=0
split_feature=1 3 124 4 1 4 52 14 0 12 4 3 43 1 0 43 43 4
split_gain=4593.71 840.026 476.121 340.909 255.047 235.115 177.104 119.675 175.891 110.491 108.086 128.554 81.7452 73.1134 67.9583 46.9651 29.3093 28.0174
threshold=0.10557500000000002 -0.066704999999999987 -0.082254999999999981 0.36766000000000004 0.12337000000000002 0.043850000000000007 0.0029250000000000005 0.062655000000000016 -0.11208499999999998 0.093270000000000006 -0.50547999999999982 -0.10175499999999998 -0.049364999999999992 0.14763000000000001 -0.045754999999999997 -0.013199999999999998 -0.12584499999999996 0.10947000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 12 7 17 8 -4 10 -10 -12 -3 15 16 -6 -11 -7
right_child=1 4 5 -5 13 6 -8 -9 9 14 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.014314259617552802 0.020870092668044207 0.0090778384544054434 0.017487649567111217 0.011514606555402023 0.0054217882012009277 0.018234081233780092 0.022553049190642317 0.026632323761340313 0.027266305703544241 0.023721715755938268 0.018216080995141513 0.023079648995861572 0.013413375088929631 0.0032709784344875643 0.017973448443946952 0.0090569771121165321 0.021251914125490688 0.015522445176521538
leaf_weight=77 94 71 67 58 57 98 94 61 53 53 53 913 92 52 54 77 276 55
leaf_count=77 94 71 67 58 57 98 94 61 53 53 53 913 92 52 54 77 276 55
internal_value=0 0.0113471 0.0217018 0.0173004 0.00875417 0.0220219 0.0192742 0.0224654 0.0222924 0.022522 0.0230445 0.0228128 0.0115251 0.00632573 0.0211316 0.00751091 0.0216499 0.0172595
internal_weight=0 501 1854 152 349 1777 247 1530 1469 1402 1019 966 163 186 383 134 329 153
internal_count=2355 501 1854 152 349 1777 247 1530 1469 1402 1019 966 163 186 383 134 329 153
is_linear=0
shrinkage=0.00303407


Tree=157
num_leaves=29
num_cat=0
split_feature=12 2 13 2 12 3 43 16 16 3 12 2 52 0 0 16 52 16 0 2 42 42 159 42 156 52 0 0
split_gain=5067.27 1245.01 1177.07 658.279 400.959 395.294 709.29 354.378 245.624 146.7 102.326 94.2963 91.7334 84.9121 76.0346 59.7978 66.9825 63.0605 48.87 26.2277 22.2787 13.5282 20.6565 9.99457 8.34274 3.78528 2.27205 1.98737
threshold=0.077755000000000005 0.13290500000000002 -0.0016149999999999999 0.10656 0.093270000000000006 0.30112000000000005 -0.030304999999999995 -0.082084999999999991 -0.23071499999999998 -0.154195 -0.088294999999999985 0.088850000000000012 -0.086814999999999989 -0.096374999999999975 -0.14032999999999998 -0.072054999999999994 -0.53937999999999986 0.21684500000000004 -0.069074999999999984 0.095545000000000005 0.079170000000000004 0.088125000000000023 -0.023134999999999996 0.087505000000000013 0.087380000000000013 0.091080000000000008 -0.079604999999999995 -0.083739999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 7 9 6 10 -4 -6 -2 -1 21 -9 -13 -5 19 -17 18 -18 26 -15 22 -11 -22 -24 27 -10 -23
right_child=1 -3 3 14 8 -7 -8 12 15 11 -12 13 -14 20 -16 16 17 -19 -20 -21 23 25 24 -25 -26 -27 -28 -29
leaf_value=0.010196951448090347 0.028448837934020865 0.0088590368257567206 0.014104712177567029 0.0097451125870498534 0.015483556333122282 0.0044379460062477531 0.019728770334209854 0.025273752171050549 0.024106393488089604 0.02584266268380974 0.0057107699569633394 0.019122588545023092 0.020662189738332067 0.021518191930929662 0.014249971722681543 0.023900931617854792 0.022243517137194118 0.018499143210860609 0.019098382048917551 0.021295410625234844 0.024615842056062123 0.024183734409684316 0.024356645486635891 0.023103299193298104 0.02320199708749664 0.022916462824192699 0.02330357406498999 0.023457901769496362
leaf_weight=102 55 52 55 65 58 93 60 59 61 73 68 55 84 56 56 52 137 94 56 52 53 65 443 109 58 56 61 67
leaf_count=102 55 52 55 65 58 93 60 59 61 73 68 55 84 56 56 52 137 94 56 52 53 65 443 109 58 56 61 67
internal_value=0 0.0225049 0.0131761 0.0170348 0.022932 0.00936522 0.0113574 0.0202151 0.0210092 0.0239393 0.00840266 0.0236996 0.0225651 0.0222702 0.0118303 0.0216339 0.0209402 0.0204037 0.0213311 0.0229852 0.0230641 0.0242117 0.0244291 0.0235983 0.024223 0.0235479 0.0237052 0.0238155
internal_weight=0 1713 642 319 1661 323 230 198 571 1090 170 1035 143 273 121 513 339 287 193 174 218 762 574 162 501 188 122 132
internal_count=2355 1713 642 319 1661 323 230 198 571 1090 170 1035 143 273 121 513 339 287 193 174 218 762 574 162 501 188 122 132
is_linear=0
shrinkage=0.00283191


Tree=158
num_leaves=29
num_cat=0
split_feature=12 2 2 2 150 14 12 2 39 16 15 51 2 15 484 16 52 16 43 43 16 15 16 15 474 133 1446 16
split_gain=2712.05 868.708 698.221 1001.93 255.506 242.714 235.507 122.178 108.778 94.9086 90.296 85.6238 57.8652 55.3668 49.1802 43.7564 63.6438 45.1323 27.0825 23.2747 21.8081 20.4349 19.9065 15.4852 15.1565 8.11452 6.21514 4.62622
threshold=0.077755000000000005 0.13290500000000002 0.10859000000000001 -1.0000000180025095e-35 0.083295000000000022 -1.0000000180025095e-35 0.093270000000000006 0.14307 0.082470000000000016 -0.23071499999999998 -0.10245999999999998 -0.09193999999999998 0.087675000000000017 -0.091604999999999978 -0.085214999999999985 -0.072054999999999994 -0.53937999999999986 0.21684500000000004 -0.06513999999999999 0.0015250000000000001 0.034535000000000003 -0.0073899999999999999 -0.14032999999999998 0.0056700000000000006 0.032465000000000008 0.11588000000000002 0.077045000000000016 -0.080419999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 10 8 -4 12 13 11 -8 -1 -5 20 -7 -14 21 -17 18 -18 23 22 -11 -2 24 -16 26 -24 -23
right_child=1 -3 5 4 -6 7 9 -9 -10 15 -12 -13 14 -15 19 16 17 -19 -20 -21 -22 27 25 -25 -26 -27 -28 -29
leaf_value=0.00376561906908135 0.021156527371631578 0.0063305507665245841 0.011891376940687341 0.022492803027556619 0.011727470961970181 0.004839685243679199 0.013305982103939344 0.0020235964025361805 0.014848985911807227 0.017047050931793692 0.0087717316912873482 0.01786318060772462 0.020848574788196496 0.0086635983655185649 0.017226362229619499 0.019538110295944953 0.018073123969048536 0.014423409753092304 0.015893367397109771 0.016259501038940718 0.021407583995120088 0.019682747427618691 0.019286979185503348 0.019161500267735457 0.019044189747682034 0.018269500627550256 0.020194664989088146 0.01849030522606436
leaf_weight=52 53 52 70 54 66 53 58 56 55 62 71 87 52 78 141 52 86 94 107 64 52 59 449 93 53 58 75 53
leaf_count=52 53 52 70 54 66 53 58 56 55 62 71 87 52 78 141 52 86 94 107 64 52 59 449 93 53 58 75 53
internal_value=0 0.0179451 0.0109911 0.0134498 0.0166393 0.00730768 0.0183087 0.0055917 0.0182932 0.016807 0.00665558 0.0196364 0.0190953 0.00711675 0.0182261 0.0172028 0.0165981 0.0160653 0.0168648 0.0178375 0.0196051 0.0183807 0.0194574 0.0181893 0.0177231 0.0193027 0.019417 0.0191187
internal_weight=0 1713 642 385 262 257 1661 187 196 571 123 141 1090 131 403 513 339 287 193 351 687 174 635 287 194 582 524 112
internal_count=2355 1713 642 385 262 257 1661 187 196 571 123 141 1090 131 403 513 339 287 193 351 687 174 635 287 194 582 524 112
is_linear=0
shrinkage=0.00288553


Tree=159
num_leaves=14
num_cat=0
split_feature=4 3 376 15 130 14 14 16 475 150 49 151 156
split_gain=483.163 292.042 171.586 161.815 89.2636 77.2 71.4589 112.772 48.2941 49.14 37.5528 27.2831 19.5228
threshold=0.27161500000000005 0.11372500000000001 0.048375000000000008 -0.059484999999999989 -0.081769999999999995 0.076175000000000007 -0.42214499999999994 -0.4582 -0.085669999999999982 -0.073399999999999979 0.09833500000000002 -0.030624999999999996 0.0010500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 8 -2 11 12 -10 -11 -8 -6
right_child=6 3 -4 -5 5 -7 7 -9 9 10 -12 -13 -14
leaf_value=0.0095544128351692133 0.012018385590166878 0.012502492560365681 0.0072121743762695251 -0.0026706310096938275 0.022201773948384861 0.022661861149302492 0.0036298645603761196 -0.0029368911554179485 0.0097750938766448005 0.016051845848275306 0.012983812835937455 0.0090928308933074485 0.017157980338548262
leaf_weight=82 59 52 91 52 56 63 52 56 53 1419 165 97 58
leaf_count=82 59 52 91 52 56 63 52 56 53 1419 165 97 58
internal_value=0 0.014852 0.0153721 0.00491531 0.0157637 0.0160444 0.0061191 0.00442094 0.0158062 0.0155395 0.0157323 0.00718673 0.0196362
internal_weight=0 2091 1987 104 1896 1814 264 205 1751 1637 1584 149 114
internal_count=2355 2091 1987 104 1896 1814 264 205 1751 1637 1584 149 114
is_linear=0
shrinkage=0.00608241


Tree=160
num_leaves=16
num_cat=0
split_feature=4 123 13 42 15 4 12 13 15 16 156 12 12 158 15
split_gain=3492.89 812.466 529.962 268.483 195.459 236.61 177.008 150.573 130.958 100.02 91.9765 80.7066 68.0868 54.7701 52.288
threshold=0.30163500000000004 1.0000000180025095e-35 -0.28558999999999996 0.12403500000000002 -0.15614499999999998 -0.013929999999999998 0.077755000000000005 -0.0074049999999999993 -0.41880499999999993 -0.055679999999999993 -0.0071349999999999998 -0.08947999999999999 0.095815000000000011 0.07968500000000002 -0.42443999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 10 9 8 -2 -7 -6 -3 -8 -12 -9
right_child=7 11 3 -5 5 6 12 14 -10 -11 13 -13 -14 -15 -16
leaf_value=0.0092714740671498864 0.0060954364398547551 0.012971812308067395 0.023849947631400272 0.011895789459924703 0.023265328216714797 0.016120680880160568 0.018438511121848238 0.010337811587274313 0.00014248748418109708 0.010493097114226651 0.018915477570029118 0.0082475892137621638 0.016028417531216813 0.021392470599209245 0.0061553725283426996
leaf_weight=61 83 64 66 57 53 68 393 59 60 53 1009 73 154 92 54
leaf_count=61 83 64 66 57 53 68 393 59 60 53 1009 73 154 92 54
internal_value=0 0.0176875 0.0181814 0.0184609 0.018659 0.018471 0.0170167 0.00569098 0.00359792 0.013656 0.0193128 0.0104548 0.01776 0.0191225 0.00833941
internal_weight=0 2143 2006 1945 1888 1822 668 256 143 121 1154 137 547 1101 113
internal_count=2399 2143 2006 1945 1888 1822 668 256 143 121 1154 137 547 1101 113
is_linear=0
shrinkage=0.00306953


Tree=161
num_leaves=15
num_cat=0
split_feature=3 39 15 14 3 14 48 3 160 15 15 12 1452 50
split_gain=572.53 368.741 120.542 119.515 131.162 117.16 111.413 65.7435 153.246 141.042 53.1615 37.9366 24.1507 12.857
threshold=0.31370500000000007 0.081875000000000017 -0.24042999999999998 -1.0000000180025095e-35 0.11745500000000002 0.057600000000000005 0.093015000000000014 -0.10175499999999998 -0.017749999999999998 -0.008094999999999998 -0.04174499999999999 0.095815000000000011 0.087295000000000011 0.11690000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 10 8 -5 -10 -4 12 -9 -13
right_child=-2 2 6 4 -6 -7 -8 11 9 -11 -12 13 -14 -15
leaf_value=0.018543799139516502 -0.0024805299448810905 -3.7150645470876084e-05 0.012730984848104494 0.0013262871298520085 0.0050374646607534938 0.018451720728899213 0.0014519253183374453 0.012372057103542184 0.004115453252316663 0.014140312713012176 0.0060687067046094178 0.011007936123292745 0.015947326402822187 0.008213049092125644
leaf_weight=71 85 76 84 52 76 72 55 1186 52 136 52 297 53 52
leaf_count=71 85 76 84 52 76 72 55 1186 52 136 52 297 53 52
internal_value=0 0.0111977 0.00547589 0.011944 0.0117069 0.0119736 0.00766985 0.0117184 0.00919235 0.0113678 0.010184 0.0121002 0.012525 0.0105917
internal_weight=0 2314 267 2047 1976 1900 191 1828 240 188 136 1588 1239 349
internal_count=2399 2314 267 2047 1976 1900 191 1828 240 188 136 1588 1239 349
is_linear=0
shrinkage=0.00517636


Tree=162
num_leaves=27
num_cat=0
split_feature=1 2 2 2 0 2 1 14 2 2 50 2 0 52 0 52 15 0 15 1456 133 133 133 0 0 0
split_gain=8514.1 901.056 872.85 716.243 627.361 612.191 371.517 281.192 273.173 176.062 164.492 111.821 91.4519 88.4228 79.3544 63.4522 48.7356 99.3355 43.1682 37.7654 29.9459 40.0472 38.872 29.0282 11.9815 2.5712
threshold=0.10752500000000002 0.12708000000000003 0.099325000000000011 -1.0000000180025095e-35 -0.14310999999999999 1.0000000180025095e-35 0.092415000000000011 0.076175000000000007 0.16730000000000003 0.13053000000000001 0.085685000000000011 0.090000000000000011 -0.077429999999999985 -0.53283999999999987 -0.075914999999999996 0.024560000000000002 -0.12640499999999996 -0.098179999999999976 -0.088774999999999979 0.082505000000000009 0.032620000000000003 0.091745000000000007 -0.0059799999999999992 -0.071339999999999987 -0.066849999999999979 -0.077809999999999976
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 3 6 -2 -4 -5 7 11 14 13 12 16 -8 -6 -3 23 -1 -18 -7 -19 22 -22 -13 -15 -17 -23
right_child=1 8 4 5 9 18 10 -9 -10 -11 -12 20 -14 15 -16 24 17 19 -20 -21 21 25 -24 -25 -26 -27
leaf_value=0.044963854841360035 0.026983700690189561 0.025699294532406061 0.031462860816798312 0.040325970035573373 0.042527882870556255 0.030441184892658062 0.039374096235425524 0.047610099155344199 0.021405434371103121 0.035689442443580528 0.042489188754367892 0.041879410567115631 0.035304888949883706 0.037030666831129877 0.029512986925232371 0.041331242086864936 0.039821053653936921 0.042878306086489418 0.033366605392805074 0.044609782279544964 0.043588553670373537 0.041632677472011541 0.039668581727970768 0.039444895292344156 0.039862267067994256 0.040899188393730558
leaf_weight=65 83 54 60 79 78 62 76 64 52 53 59 87 52 52 70 80 57 690 52 79 66 67 92 61 53 56
leaf_count=65 83 54 60 79 78 62 76 64 52 53 59 87 52 52 70 80 57 690 52 79 66 67 92 61 53 56
internal_value=0 0.0301211 0.0414907 0.0327822 0.0385528 0.0352757 0.0423409 0.0427812 0.0259478 0.0396811 0.0392257 0.0425357 0.0377212 0.040334 0.0278524 0.0396382 0.0429885 0.042833 0.0317758 0.0430562 0.0414394 0.0420986 0.0407433 0.0383341 0.0407461 0.0412989
internal_weight=0 452 1947 276 437 193 1510 1323 176 377 187 1259 128 324 124 246 891 826 114 769 368 189 179 113 133 123
internal_count=2399 452 1947 276 437 193 1510 1323 176 377 187 1259 128 324 124 246 891 826 114 769 368 189 179 113 133 123
is_linear=0
shrinkage=0.00235996


Tree=163
num_leaves=20
num_cat=0
split_feature=1 52 52 52 14 4 0 10 133 123 403 403 0 1 4 2 0 43 0
split_gain=656.813 214.288 173.82 121.59 65.7229 65.957 115.411 63.0664 58.8524 50.373 42.7103 53.3995 52.4882 117.787 41.9596 39.9785 28.8105 7.23422 6.47484
threshold=0.10141500000000002 -0.41304999999999997 0.19121000000000002 -0.15824499999999997 0.062655000000000016 -0.42305999999999994 -0.030209999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085740000000000011 0.07955000000000001 0.10284500000000001 -0.10490499999999998 0.083555000000000018 0.0063250000000000008 0.11197500000000002 -0.092734999999999984 -0.0062049999999999996 -0.089704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 10 -5 -9 15 12 -12 13 -7 16 -10 -14 -13 -16
right_child=1 2 -4 7 -6 6 -8 8 9 -11 11 17 14 -15 18 -17 -18 -19 -20
leaf_value=0.020198147084244174 0.01728259252244705 -0.0026337721481857479 0.017176756339975698 0.0018632489783135899 0.021181506971878108 0.017154211297639325 0.0071214434330023092 0.0023734790264569681 0.013460068777424092 0.0045943830532534325 0.023117437840184548 0.01758415357853858 0.019252127421735505 0.0069384605826416229 0.01090514167520399 0.0082676412031355145 0.015545132055999283 0.014676548430432049 0.013428527779278042
leaf_weight=91 81 53 52 72 69 75 62 55 90 67 52 54 79 83 55 122 1017 68 102
leaf_count=91 81 53 52 72 69 75 62 55 90 67 52 54 79 83 55 122 1017 68 102
internal_value=0 0.00835538 0.00694018 0.00578034 0.015525 0.0153004 0.0150298 0.00687889 0.00795992 0.00906096 0.0153391 0.0181022 0.0149983 0.0117881 0.015403 0.0104723 0.0158124 0.015964 0.0125449
internal_weight=0 592 511 459 1807 1738 1647 406 334 279 1585 174 1411 158 1253 212 1096 122 157
internal_count=2399 592 511 459 1807 1738 1647 406 334 279 1585 174 1411 158 1253 212 1096 122 157
is_linear=0
shrinkage=0.00590724


Tree=164
num_leaves=24
num_cat=0
split_feature=4 1 150 11 48 1 0 15 4 0 0 1 4 15 12 4 16 4 4 457 12 16 13
split_gain=5375.78 1310.36 672.081 248.87 238.522 227.786 178.223 148.437 147.616 205.784 143.535 200.24 105.465 96.3074 87.7956 85.9234 43.4492 41.1834 40.0687 38.2215 26.8222 21.3115 8.19625
threshold=0.30163500000000004 0.10124500000000002 0.07536000000000001 1.0000000180025095e-35 0.093440000000000009 0.13052500000000003 -0.074754999999999988 -0.42443999999999993 -0.49013999999999996 -0.030209999999999997 -0.10490499999999998 0.087070000000000022 0.45363500000000007 -0.10753999999999998 0.087245000000000003 0.032965000000000001 0.037060000000000003 -0.004004999999999999 -0.0068249999999999986 0.079590000000000008 0.08598500000000002 0.041625000000000002 -0.078934999999999991
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=1 3 4 6 14 12 10 -7 -8 17 11 13 -2 -1 -3 16 20 21 -16 -4 -12 -10 -18
right_child=5 2 19 -5 -6 7 8 -9 9 -11 15 -13 -14 -15 18 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.061047806083051326 0.039852674115546466 0.0517805387390078 0.04514104091127575 0.063057600847226919 0.047982564207538277 0.039687620034122018 0.060462885779969562 0.031962386048940562 0.057354516443981353 0.04905716658026063 0.059693301931602168 0.049671770347631497 0.045877616251494835 0.054838416889592831 0.058739930760255528 0.055124628626567473 0.057527003449124856 0.053671062017982038 0.054806331994347361 0.040989514414630918 0.058457790775234095 0.054898296057637207 0.055653897125228856
leaf_weight=52 70 52 53 93 68 67 56 52 137 67 323 56 67 68 73 89 61 80 53 52 595 61 54
leaf_count=52 70 52 53 93 68 67 56 52 137 67 323 56 67 68 73 89 61 80 53 52 595 61 54
internal_value=0 0.0564064 0.0503483 0.057593 0.0534482 0.039784 0.0572938 0.0363122 0.0552941 0.054455 0.0579116 0.0550295 0.0427994 0.0575295 0.055536 0.0583637 0.0586427 0.0557558 0.0570856 0.0430854 0.0588925 0.056598 0.0566478
internal_weight=0 2143 351 1792 246 256 1699 119 401 345 1298 176 137 120 178 1122 1033 278 126 105 918 198 115
internal_count=2399 2143 351 1792 246 256 1699 119 401 345 1298 176 137 120 178 1122 1033 278 126 105 918 198 115
is_linear=0
shrinkage=0.00342827


Tree=165
num_leaves=25
num_cat=0
split_feature=1 123 1 12 2 14 12 13 1 12 12 12 12 159 42 2 42 2 133 12 1 42 12 13
split_gain=5028.88 707.684 678.299 465.605 291.154 288.833 187.094 154.828 110.997 123.486 88.5565 77.2734 53.8973 38.4566 41.3309 35.4135 26.3629 32.1916 31.4599 24.2918 18.8859 11.5644 2.97333 2.32975
threshold=0.10808500000000001 0.081180000000000016 0.12337000000000002 0.085090000000000013 0.10497000000000002 0.076175000000000007 0.086085000000000009 -0.0042049999999999995 0.089790000000000023 0.091625000000000012 -0.085209999999999994 0.088435000000000014 0.11389500000000001 -1.0000000180025095e-35 0.08486500000000001 0.089005000000000015 0.084675000000000014 0.091955000000000023 0.10337500000000001 0.09567500000000001 0.11266500000000002 0.090040000000000023 0.093840000000000021 -0.0034149999999999996
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 4 3 20 5 8 -6 10 9 13 -4 -10 19 14 -1 -15 17 -11 -18 -8 -2 -13 -23 -21
right_child=2 -3 7 -5 6 -7 12 -9 11 16 -12 21 -14 15 -16 -17 18 -19 -20 23 -22 22 -24 -25
leaf_value=0.024254267131603217 0.0068274581812086737 0.011317073370168674 0.0053758487404774093 0.017000380001955456 0.012870485294529886 0.026204255428121152 0.02079916794199322 0.0078184988790985371 0.016067894266852373 0.021200062776706032 0.00051606300372707126 0.020236837534928859 0.015800555227039957 0.021071185005194556 0.021169552807041764 0.01959398206992077 0.016032443574513274 0.018498819598308701 0.019030876428450805 0.017953361549564725 0.0091610577146692667 0.019266653435920694 0.018241517962324681 0.018870080970012481
leaf_weight=60 52 91 57 92 71 71 60 77 89 64 80 87 52 560 109 195 55 102 72 52 76 53 52 52
leaf_count=60 52 91 57 92 71 71 60 77 89 64 80 87 52 560 109 195 55 102 72 52 76 53 52 52
internal_value=0 0.0194292 0.00821474 0.011888 0.0198269 0.0203316 0.0170674 0.0044383 0.0200533 0.0204432 0.00253825 0.0183645 0.0184467 0.0209778 0.0222649 0.0206897 0.018757 0.0195405 0.0177326 0.0192856 0.00821328 0.019429 0.0187593 0.018412
internal_weight=0 1947 434 220 1856 1569 287 214 1498 1217 137 281 216 924 169 755 293 166 127 164 128 192 105 104
internal_count=2381 1947 434 220 1856 1569 287 214 1498 1217 137 281 216 924 169 755 293 166 127 164 128 192 105 104
is_linear=0
shrinkage=0.0029791


Tree=166
num_leaves=19
num_cat=0
split_feature=4 12 42 12 0 13 4 16 51 4 0 16 13 51 0 4 4 4
split_gain=555.657 146.884 127.558 108.305 97.6872 86.1145 70.7611 88.21 97.1981 53.5674 161.411 47.4121 44.0982 37.4996 22.6013 20.1623 9.77159 2.40774
threshold=0.27161500000000005 -0.007389999999999999 -0.0060199999999999993 -0.086449999999999985 -0.10803999999999998 -0.16392499999999996 0.018150000000000003 -0.054549999999999994 -0.42247999999999991 -0.37626499999999991 -0.043914999999999989 0.25032500000000008 -0.096444999999999989 -0.10250499999999999 -0.11692999999999999 0.50934500000000005 0.41939500000000002 0.10597500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 16 -3 9 14 -9 11 12 -7 -11 -14 -8 -6 -2 -16
right_child=4 5 3 -5 15 6 7 8 -10 10 -12 -13 13 -15 17 -17 -18 -19
leaf_value=0.015595682818673511 0.0082371863627340169 0.0085165350029186293 0.010621571930131295 0.0020609332210853289 0.0054760616300761058 0.02068133043700332 0.016758304204386749 0.013202404437105778 0.0040287631239531102 0.018845250917269199 0.0060225610147773747 0.015179333348781283 0.017788102785789767 0.014281084407738318 0.013714624773484558 0.0019087792244983995 0.011012475881272283 0.012320508191784877
leaf_weight=61 65 63 88 56 71 60 53 53 54 56 52 92 75 1234 55 76 54 63
leaf_count=61 65 63 88 56 71 60 53 53 54 56 52 92 75 1234 55 76 54 63
internal_value=0 0.0136348 0.00976366 0.00729279 0.00625606 0.0140502 0.0142389 0.0120006 0.0085732 0.0146355 0.0143441 0.0173515 0.0146611 0.0144821 0.014145 0.0036321 0.00949699 0.0129707
internal_weight=0 2115 205 144 266 1910 1847 278 107 1569 1417 152 1365 1309 171 147 119 118
internal_count=2381 2115 205 144 266 1910 1847 278 107 1569 1417 152 1365 1309 171 147 119 118
is_linear=0
shrinkage=0.00481139


Tree=167
num_leaves=19
num_cat=0
split_feature=3 123 14 2 133 50 1429 51 160 52 3 40 52 2 133 2 484 13
split_gain=267.093 176.997 123.2 113.993 97.9563 47.6303 66.2959 50.9389 45.2584 43.9933 37.865 30.9298 29.6412 24.352 16.2723 11.9038 10.4792 5.91261
threshold=0.30835000000000007 0.081180000000000016 -0.10708499999999999 0.10836000000000003 -0.056924999999999996 0.041865000000000006 0.084690000000000015 0.081440000000000026 0.075825000000000017 -0.41304999999999997 -0.095469999999999985 -0.081029999999999977 0.044705000000000002 0.092155000000000015 0.08784500000000002 0.12162000000000002 -1.0000000180025095e-35 -0.0072499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 13 11 -6 -7 -3 15 -4 16 -11 -12 -9
right_child=-2 8 3 4 9 10 -8 17 -10 12 14 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.021583392704509066 0.0033647514804585263 0.008934281598562091 0.014530971841665406 0.0031239838311544156 0.015779242835058015 0.020179829536529428 0.0084072145353673473 0.011215485801877784 0.01192075713587188 0.0064269635971863307 0.017569385609290396 0.0032829339814187822 0.012818577992921298 0.012657019892988161 0.012903844609826883 0.01009999096673507 0.014930350586614315 0.0085085969729561586
leaf_weight=60 97 57 844 54 62 52 83 54 57 54 71 71 86 310 93 62 162 52
leaf_count=60 97 57 844 54 62 52 83 54 57 54 71 71 86 310 93 62 162 52
internal_value=0 0.0130428 0.0135149 0.0132774 0.0101349 0.0138581 0.0133536 0.0136794 0.0076862 0.0115687 0.0156501 0.00580003 0.0102761 0.0140276 0.0149274 0.00839066 0.0157348 0.00988815
internal_weight=0 2284 2099 2039 318 1721 1343 1260 185 264 378 128 202 1154 326 116 233 106
internal_count=2381 2284 2099 2039 318 1721 1343 1260 185 264 378 128 202 1154 326 116 233 106
is_linear=0
shrinkage=0.0057118


Tree=168
num_leaves=20
num_cat=0
split_feature=4 14 1 2 0 52 16 4 2 51 51 0 4 1 16 151 16 457 131
split_gain=318.083 154.593 148.805 113.302 138.76 87.9696 90.1009 67.2041 59.0724 28.8782 78.4653 37.1781 44.1101 21.444 20.8405 19.0817 15.1037 14.0916 10.8875
threshold=0.27161500000000005 -1.0000000180025095e-35 0.090485000000000024 -0.007134999999999999 -0.14454499999999995 0.047850000000000011 -0.54057999999999995 0.50113000000000019 0.11517500000000001 -0.090859999999999982 -0.13690499999999997 0.040035000000000008 -0.10429499999999998 0.093000000000000013 0.41134500000000007 -0.079554999999999987 0.0060650000000000009 0.084515000000000021 0.092000000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 -5 6 -2 -8 13 10 14 12 -11 -6 -3 17 -17 -14 -15
right_child=5 2 3 4 8 -7 7 -9 -10 11 -12 -13 15 18 -16 16 -18 -19 -20
leaf_value=0.021146756615253757 0.0087121805850340506 0.015036038572088467 0.0010828008375565535 0.0017535295865966668 0.0087556438348279867 0.010371828297205711 -0.0049537146477327673 0.0032982202084866625 0.0056498532288294214 0.017510665234631899 0.0039104529616906802 0.008513063417119833 0.012897627498711412 0.012847150409616233 0.010140392878726208 0.012279991347839789 0.0099757374035970344 0.016530065218868829 0.010122931347486475
leaf_weight=52 59 54 60 67 72 67 52 88 66 57 52 80 97 229 62 944 105 56 62
leaf_count=52 59 54 60 67 72 67 52 88 66 57 52 80 97 229 62 944 105 56 62
internal_value=0 0.0113454 0.0110984 0.00855338 0.00945695 0.00466783 0.00274708 0.000232777 0.0106599 0.0120373 0.00978641 0.0123196 0.0125615 0.0115707 0.0124199 0.0123267 0.0120494 0.0142275 0.0122669
internal_weight=0 2115 2063 556 496 266 199 140 429 1507 168 1339 1259 363 116 1202 1049 153 291
internal_count=2381 2115 2063 556 496 266 199 140 429 1507 168 1339 1259 363 116 1202 1049 153 291
is_linear=0
shrinkage=0.00575493


Tree=169
num_leaves=24
num_cat=0
split_feature=1 155 1 2 2 14 1 0 2 14 2 4 4 4 0 4 0 0 150 50 49 13 4
split_gain=3576.93 759.32 425.66 227.37 371.785 215.096 174.473 187.017 157.046 101.743 87.9482 68.1129 59.0095 52.8994 40.273 42.1334 74.9773 37.0828 36.9699 20.4126 20.7983 6.31287 4.95667
threshold=0.10124500000000002 0.088610000000000008 0.13662500000000002 0.10272000000000002 -1.0000000180025095e-35 0.062655000000000016 0.089790000000000023 -0.095584999999999989 0.12131500000000002 -1.0000000180025095e-35 0.12708000000000003 0.032965000000000001 0.13072500000000004 0.41939500000000002 -0.085309999999999983 -0.49013999999999996 -0.061204999999999989 -0.067659999999999984 1.0000000180025095e-35 0.10917 0.082865000000000008 -0.050754999999999995 -0.049744999999999991
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 6 8 -8 11 -5 18 14 -13 -4 19 -16 -17 21 -11 20 -1 22 -9
right_child=1 -3 13 9 -6 -7 7 17 -10 10 -12 12 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.020770422160746944 0.0074825612079624845 0.020430598614992829 0.0054884638640604715 0.01191176617647826 0.017960017882422349 0.024976037561104211 0.011925058844506873 0.017895766578715618 0.014533526982867017 0.0099155693638576809 0.0030476160134008338 0.016029110360024326 0.020082536695538993 0.0010436755044100287 0.022444955370063691 0.019850748393478286 0.016192600074122442 0.015826712429623253 0.0061863639796102075 0.019117935946165256 0.022478504517629387 0.020053701756252023 0.019349615217035088
leaf_weight=301 70 68 54 58 87 77 69 54 65 70 52 90 76 71 59 598 72 52 54 60 113 55 56
leaf_count=301 70 68 54 58 87 77 69 54 65 70 52 90 76 71 59 598 72 52 54 60 113 55 56
internal_value=0 0.00980113 0.00840028 0.0101381 0.0132888 0.0194412 0.0191934 0.0167793 0.0196749 0.00802402 0.00674262 0.019919 0.0178851 0.00296411 0.0201996 0.0196995 0.0194577 0.0183226 0.00829185 0.0209686 0.0212367 0.0191089 0.0186362
internal_weight=0 584 516 391 157 1797 1720 286 1434 234 176 1369 166 125 1203 729 670 217 124 474 414 165 110
internal_count=2381 584 516 391 157 1797 1720 286 1434 234 176 1369 166 125 1203 729 670 217 124 474 414 165 110
is_linear=0
shrinkage=0.00338392


Tree=170
num_leaves=20
num_cat=0
split_feature=2 2 2 150 2 0 9 14 0 0 0 52 47 52 42 43 2 52 52
split_gain=3303.71 1646.85 643.625 621.202 557.197 385.8 241.961 201.641 179.793 142.309 91.7663 81.9541 65.3363 63.0327 48.3145 33.8145 33.2986 29.6477 3.91556
threshold=0.12051500000000002 -1.0000000180025095e-35 0.099325000000000011 1.0000000180025095e-35 0.17000000000000001 -0.076639999999999986 0.081890000000000004 0.062655000000000016 -0.13740499999999997 -0.13740499999999997 -0.042364999999999993 -0.5528599999999998 0.11518500000000002 0.024560000000000002 0.085315000000000016 -0.088349999999999998 0.091335000000000013 -0.092059999999999989 0.11297500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 8 5 -2 -1 9 -4 -3 -7 -10 14 17 16 -16 -11 -13 -15
right_child=4 2 3 -5 -6 10 -8 -9 11 12 -12 13 -14 18 15 -17 -18 -19 -20
leaf_value=0.0088692514494187295 0.0077381053391640175 0.019349584490091096 0.016397397763851216 0.010946578571771746 0.0027292318705398775 0.017725093273871353 0.016083662600561904 0.028086872115556244 0.024607895991807297 0.023811169974019237 0.012906468252155853 0.020712179596408902 0.019847307432953272 0.022826190245568714 0.020313226604649078 0.022657457441162682 0.022207546936064474 0.017961960762666124 0.021739095408808622
leaf_weight=78 75 95 71 65 55 77 70 57 52 594 53 62 53 52 54 536 125 63 58
leaf_count=78 75 95 71 65 55 77 70 57 52 594 53 62 53 52 54 536 125 63 58
internal_value=0 0.0213378 0.0220297 0.0189577 0.0106901 0.0128258 0.0122817 0.0228879 0.0204122 0.0226845 0.0157608 0.0214053 0.0229171 0.0206965 0.0230414 0.022443 0.0235324 0.0193263 0.0222533
internal_weight=0 2085 1937 423 260 205 148 1514 358 1457 130 287 1362 235 1309 590 719 125 110
internal_count=2345 2085 1937 423 260 205 148 1514 358 1457 130 287 1362 235 1309 590 719 125 110
is_linear=0
shrinkage=0.0028165


Tree=171
num_leaves=13
num_cat=0
split_feature=3 40 147 48 48 51 130 49 124 3 40 12
split_gain=278.28 160.837 151.637 125.507 80.1599 68.626 49.77 40.4394 37.8254 33.3307 31.7826 5.49873
threshold=0.31370500000000007 0.0046150000000000002 1.0000000180025095e-35 -0.081079999999999985 0.093265000000000015 0.097530000000000019 -0.076894999999999977 -0.096484999999999987 -0.079269999999999993 -0.031844999999999991 -0.063404999999999989 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 9 -1 -8 -9 11 -10 -6
right_child=-2 -3 3 -5 5 -7 7 8 10 -11 -12 -13
leaf_value=0.0053818468853004484 0.00025437244563247883 0.00055987697376586802 0.0074736251022704276 -0.00081447136410304371 0.0093890687953537954 0.0022570601091274692 0.011805533265355593 0.0056486224062532982 0.011625821898301358 0.0047513346004434114 0.0084934632599146381 0.0075778615641020957
leaf_weight=86 88 52 64 60 61 64 64 77 57 60 1558 54
leaf_count=86 88 52 64 60 61 64 64 77 57 60 1558 54
internal_value=0 0.00771788 0.00788666 0.0034629 0.00815024 0.00590628 0.00844137 0.00859118 0.00846957 0.0072406 0.00860404 0.00853897
internal_weight=0 2257 2205 124 2081 239 1842 1756 1692 175 1615 115
internal_count=2345 2257 2205 124 2081 239 1842 1756 1692 175 1615 115
is_linear=0
shrinkage=0.00411725


Tree=172
num_leaves=12
num_cat=0
split_feature=2 4 15 457 15 14 376 15 151 160 3
split_gain=299.239 143.088 102.92 86.8646 73.7524 48.7825 38.2404 49.4287 53.2857 30.2842 17.727
threshold=0.13752500000000004 0.30163500000000004 -0.044164999999999989 0.10164000000000001 -0.46140499999999995 0.076175000000000007 0.080200000000000007 -0.11664999999999999 -0.08718999999999999 -0.074734999999999982 -0.067429999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -3 6 7 10 -9 -10 -1
right_child=2 4 -4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.011273457466032562 0.0042540855756551992 0.0082209091677217308 -0.0053475093304351986 0.0023141580787430119 0.00092164435273709593 0.014350142014281211 0.0052752480940234875 0.0052252080521479503 0.0080706993456467306 0.0099882565444946898 0.015474020465816479
leaf_weight=83 103 79 54 53 99 67 67 94 330 1264 52
leaf_count=83 103 79 54 53 99 67 67 94 330 1264 52
internal_value=0 0.0090031 0.000951243 0.00943183 0.00416154 0.00962456 0.00945701 0.00961067 0.00934821 0.00959131 0.0128919
internal_weight=0 2188 157 2010 178 1957 1890 1823 1688 1594 135
internal_count=2345 2188 157 2010 178 1957 1890 1823 1688 1594 135
is_linear=0
shrinkage=0.00563334


Tree=173
num_leaves=19
num_cat=0
split_feature=4 2 12 4 2 0 2 2 14 2 4 12 471 16 0 2 0 133
split_gain=2763.44 1038.75 523.299 326.17 271.18 359.493 142.714 119.665 94.8373 76.6724 69.0144 39.8055 38.835 39.3173 61.3124 48.0951 15.7476 7.94857
threshold=0.30163500000000004 0.13775000000000001 0.077755000000000005 -0.17689999999999997 0.10515500000000001 -0.078964999999999994 0.13673000000000005 0.09036000000000001 0.018475000000000002 0.10045500000000002 0.0063250000000000008 0.093670000000000017 0.086055000000000006 0.014185000000000001 0.11535000000000002 0.090115000000000015 -0.10417499999999999 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 9 -5 10 -2 12 16 13 15 -15 -4 -12 -13
right_child=6 -3 8 4 -6 -7 -8 -9 -10 -11 11 17 -14 14 -16 -17 -18 -19
leaf_value=0.020550193574836749 0.0063031116936265834 0.0074575975846503289 0.019793766589165904 0.020596811453484094 0.0090983973401357401 0.009301960648385189 0.0036557588523386032 0.01518938683740105 0.02321476447250663 0.010431449345379857 0.020050257689955324 0.017040301827217417 0.02180757585916597 0.01724815735020015 0.020820095794420283 0.018186580539918815 0.01774331492361678 0.015515808172547149
leaf_weight=83 73 85 800 81 86 62 76 73 52 100 54 74 55 192 59 224 58 58
leaf_count=83 73 85 800 81 86 62 76 73 52 100 54 74 55 192 59 224 58 58
internal_value=0 0.0179411 0.0183842 0.0151744 0.0136969 0.0155276 0.00715331 0.0180338 0.0191442 0.00868962 0.0190097 0.0175116 0.0192845 0.0191756 0.0180879 0.0194422 0.0188559 0.0163707
internal_weight=0 2096 2011 385 302 216 249 154 1626 173 1574 244 1330 1275 251 1024 112 132
internal_count=2345 2096 2011 385 302 216 249 154 1626 173 1574 244 1330 1275 251 1024 112 132
is_linear=0
shrinkage=0.00306142


Tree=174
num_leaves=20
num_cat=0
split_feature=2 4 3 43 3 13 457 160 13 160 157 13 3 16 3 3 133 4 16
split_gain=261.841 140.891 99.9202 60.4452 58.5238 57.7297 53.9495 44.3787 56.7649 43.6798 40.2404 78.8098 37.7523 21.1933 20.7852 12.8486 12.2305 9.35457 1.43882
threshold=0.17000000000000001 0.024315000000000003 0.11745500000000002 -0.033174999999999989 -0.057369999999999997 -0.16392499999999996 0.079590000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.08325500000000001 -0.081109999999999988 -0.011494999999999998 -0.010599999999999998 -0.11118499999999999 0.0051600000000000005 -0.084794999999999995 0.087035000000000015 0.24099500000000004 -0.10803999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 15 -1 7 10 16 -8 11 -7 17 -12 -15 -3 -9 -5 -17
right_child=-2 2 -4 12 -6 6 9 8 -10 -11 13 -13 -14 14 -16 18 -18 -19 -20
leaf_value=0.0029095876042041259 -0.0037649087094771441 0.0040982947229224343 0.00049818949073414495 0.0074635854564541028 0.0011298452824235355 0.0082383340572140945 0.0077962593763981512 0.010012334041029455 0.014449686316059016 0.0020912453302640134 0.010856584429281252 0.001079001373137988 0.010297313745320013 0.007925617580117188 0.010941721949391558 0.0076925331226116471 0.0071193554227383981 0.0048304479217566136 0.0065239809687065
leaf_weight=56 55 52 99 66 91 103 66 81 60 65 72 59 90 1036 59 52 64 66 53
leaf_count=56 55 52 99 66 91 103 66 81 60 65 72 59 90 1036 59 52 64 66 53
internal_value=0 0.00713868 0.00500802 0.00595785 0.00428173 0.00784309 0.00800899 0.00826882 0.0104084 0.00496593 0.00793875 0.00563125 0.00783004 0.00825902 0.00808818 0.00610828 0.0087358 0.00614742 0.0071032
internal_weight=0 2290 569 470 248 1721 1665 1534 205 131 1329 162 222 1167 1095 157 145 132 105
internal_count=2345 2290 569 470 248 1721 1665 1534 205 131 1329 162 222 1167 1095 157 145 132 105
is_linear=0
shrinkage=0.00493858


Tree=175
num_leaves=15
num_cat=0
split_feature=2 97 12 0 456 457 41 11 2 52 52 475 457 0
split_gain=178.366 86.5178 53.8343 65.5664 36.7364 73.3808 33.1322 69.8673 36.7156 34.1844 40.4663 28.4017 27.3748 20.9287
threshold=0.12228000000000001 -0.0047149999999999996 -0.065214999999999981 -0.075914999999999996 0.077935000000000018 0.09228500000000002 0.083975000000000008 0.080455000000000013 0.10457000000000001 -0.05670999999999999 -0.092264999999999986 -0.084169999999999981 -1.0000000180025095e-35 -0.042364999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 9 -9 10 -3 -11 -6 -5
right_child=2 4 3 13 12 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=0.0003950707525583156 0.0052900514467880706 0.0062194293985274735 -0.0041781732918552555 0.0045013746334630718 0.007251081216415641 0.00065856026754257911 0.0028760988076390998 0.013475069426143816 0.0076336111461368997 0.010276432656070041 0.0029687653776551068 0.0065991256816140577 0.011737258511114379 0.00021044126213720177
leaf_weight=59 76 280 55 58 91 55 61 52 54 54 142 1213 53 54
leaf_count=59 76 280 55 58 91 55 61 52 54 54 142 1213 53 54
internal_value=0 0.00631647 0.00183021 0.000255353 0.00648645 0.00630436 0.00647163 0.00659379 0.0104997 0.00634863 0.00512573 0.0067559 0.00890261 0.002433
internal_weight=0 2114 243 167 2055 1911 1856 1795 106 1689 422 1267 144 112
internal_count=2357 2114 243 167 2055 1911 1856 1795 106 1689 422 1267 144 112
is_linear=0
shrinkage=0.00495877


Tree=176
num_leaves=22
num_cat=0
split_feature=1 1 3 14 39 2 15 4 4 1 2 16 3 3 16 150 13 42 16 1 133
split_gain=4529.57 771.466 373.326 306.305 229.259 222.866 269.352 160.153 154.357 88.2249 71.2472 63.1966 126.699 68.0302 49.4373 41.03 33.559 36.6721 29.3459 28.262 7.84361
threshold=0.10508500000000001 0.12419000000000001 -0.027864999999999997 0.062655000000000016 0.082470000000000016 0.14721500000000001 -0.13800499999999996 0.062150000000000004 0.018150000000000003 0.083555000000000018 0.090115000000000015 0.15737500000000001 -0.090989999999999988 -0.064674999999999983 -0.12029499999999999 0.084680000000000019 0.039845000000000012 0.088285000000000016 0.081265000000000018 0.085265000000000021 0.11135500000000002
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 7 4 8 6 -3 -2 10 14 16 12 -12 -14 -10 -4 17 18 -1 -13 -19
right_child=1 5 15 -5 -6 -7 -8 -9 9 -11 11 19 13 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.019088340669828643 0.017411303410071549 0.002200999087480936 0.0088610800141402379 0.023948472605286826 0.013049098428252925 -0.0011768638266036102 0.010731023174332752 0.01097568879554316 0.018275252154931962 0.012494636497357641 0.012261098441004618 0.017820700429179815 0.018131807048107983 0.01430281906729289 0.01519415939728533 0.005698852605422404 0.016969455545660598 0.018241524956275016 0.021444336340360158 0.020490307780253302 0.017020790940476753
leaf_weight=592 75 87 102 72 93 67 54 65 92 59 52 87 214 52 96 58 89 171 52 61 67
leaf_count=592 75 87 102 72 93 67 54 65 92 59 52 87 214 52 96 58 89 171 52 61 67
internal_value=0 0.00776746 0.0108458 0.0178814 0.0176355 0.00332746 0.00546804 0.0144236 0.0178888 0.0156972 0.0182655 0.0173004 0.0165459 0.0173834 0.0167021 0.00771497 0.0187286 0.0189061 0.0192786 0.0189212 0.017898
internal_weight=0 508 300 1849 1777 208 141 140 1684 247 1437 466 318 266 188 160 971 882 644 148 238
internal_count=2357 508 300 1849 1777 208 141 140 1684 247 1437 466 318 266 188 160 971 882 644 148 238
is_linear=0
shrinkage=0.00299989


Tree=177
num_leaves=16
num_cat=0
split_feature=2 4 0 15 15 150 4 15 402 1456 15 0 3 4 402
split_gain=165.486 88.1672 53.2991 42.5783 36.2575 32.8128 64.9785 50.1637 29.375 34.9478 35.7402 50.1439 38.6959 32.3609 12.9771
threshold=0.13880500000000004 0.30163500000000004 -0.071519999999999986 -0.46140499999999995 -0.069404999999999981 0.094365000000000018 0.0015850000000000003 -0.14820999999999998 0.088505000000000014 0.056265000000000009 0.03981500000000001 -0.14666499999999996 -0.057369999999999997 -0.014099999999999998 0.11174500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -2 7 -7 -1 9 10 11 -9 -12 -11 -10
right_child=4 2 -4 -5 -6 6 -8 8 14 13 12 -13 -14 -15 -16
leaf_value=0.0095103015591030456 0.002186707357308131 0.007452226880450722 -0.00063793792260883903 0.0018228635150251075 -0.0025873340754178267 0.0061662854064091647 -0.0004108557271752502 0.00092322891697411351 0.0086214178089900947 0.0098851133290770062 0.005815194500029347 0.0050522844049798506 0.0098835376521670595 0.0055348795990740069 0.0062480633641607188
leaf_weight=78 89 52 71 61 53 79 52 67 98 72 625 741 53 71 95
leaf_count=78 89 52 71 61 53 79 52 67 98 72 625 741 53 71 95
internal_value=0 0.00549369 0.00246422 0.0044138 0.000404503 0.00576812 0.00355514 0.00592068 0.00576698 0.00556714 0.0053594 0.00470996 0.00613329 0.00772555 0.00745344
internal_weight=0 2215 184 113 142 2031 131 1900 1822 1629 1486 808 678 143 193
internal_count=2357 2215 184 113 142 2031 131 1900 1822 1629 1486 808 678 143 193
is_linear=0
shrinkage=0.0045697


Tree=178
num_leaves=15
num_cat=0
split_feature=2 15 16 14 148 43 4 123 4 2 4 15 52 43
split_gain=124.226 82.3505 66.9664 36.3699 51.0887 30.1275 71.7396 56.0919 54.0869 59.9921 51.3956 40.4242 36.8675 36.5546
threshold=0.14870000000000003 -0.37478999999999996 -0.42372999999999994 0.019675000000000002 -0.063899999999999985 -0.033174999999999989 -0.13833499999999996 1.0000000180025095e-35 -0.26545999999999997 0.090000000000000011 -0.00059999999999999995 0.093505000000000019 -0.10271999999999999 -0.23269999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 13 12 10 -10 -11 -7 -8
right_child=-2 3 -4 -5 5 8 7 -9 9 11 -12 -13 -14 -15
leaf_value=0.0059548499440052255 -0.001128881133707509 0.0016400987992973163 -0.0015411469036227458 0.0089837594229204652 -0.00085747322473386442 0.0070500009159866527 0.0088380819628512859 0.0006908523685202106 0.0059492806795101169 0.0027595220549316529 0.010129178250925873 0.0071955737773356223 0.012678815128637817 0.0052243277728851031
leaf_weight=53 89 99 87 78 57 82 86 70 418 234 101 75 53 775
leaf_count=53 89 99 87 78 57 82 86 70 418 234 101 75 53 775
internal_value=0 0.00520232 0.00129622 0.00545928 0.00532515 0.00551211 0.00486687 0.0052174 0.00617404 0.00567079 0.00676282 0.00383642 0.00926025 0.00558535
internal_weight=0 2268 140 2128 2050 1951 988 931 963 828 519 309 135 861
internal_count=2357 2268 140 2128 2050 1951 988 931 963 828 519 309 135 861
is_linear=0
shrinkage=0.00525716


Tree=179
num_leaves=27
num_cat=0
split_feature=12 12 13 133 13 0 12 12 160 12 376 159 11 0 12 16 11 0 16 0 50 133 475 160 133 0
split_gain=1876.47 500.349 456.624 411.57 283.908 266.877 162.364 160.013 130.48 116.527 87.0319 70.251 60.5316 59.1091 41.9 33.8631 28.3832 22.7747 15.8517 13.9259 18.3033 11.6042 9.29329 7.22826 6.38494 5.13317
threshold=0.054520000000000006 0.10771500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10566999999999999 0.13820000000000002 -0.088294999999999985 -1.0000000180025095e-35 0.091625000000000012 0.049360000000000008 0.083310000000000009 0.081790000000000015 -0.096374999999999975 0.11512500000000002 0.064610000000000015 1.0000000180025095e-35 -0.10075499999999998 0.40410500000000005 -0.084044999999999995 0.10861000000000003 0.09116500000000001 -0.048844999999999993 -0.092399999999999982 0.092845000000000011 -0.079249999999999987
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 9 3 -1 5 8 14 10 -4 16 -5 -9 13 -11 -3 23 17 -2 -17 20 21 -19 -21 -15 -25 -24
right_child=1 6 4 7 -6 -7 -8 11 -10 12 -12 -13 -14 15 -16 18 -18 19 -20 22 -22 -23 25 24 -26 -27
leaf_value=0.012662282062160293 0.013679486920895623 0.01019906224339099 0.014017852196486692 0.0048176266749030694 0.0065061895316849295 0.016951865282103261 0.0058562821973329937 0.0042107801778156276 0.0082171288491144738 0.010654639016261246 0.0098814992926580421 9.6768855053226539e-05 0.016684356711878932 0.013480948056463429 0.013361955954806999 0.011533005657529285 0.017264094041900248 0.016249798145092718 0.013564154992146539 0.016262253507908185 0.014326302956897609 0.014785167255361954 0.015139705124536291 0.015144785503641865 0.014203664553633345 0.014246376671536986
leaf_weight=66 58 73 52 63 81 83 55 85 87 52 52 59 59 52 68 56 78 387 77 52 57 52 235 124 122 72
leaf_count=66 58 73 52 63 81 83 55 85 87 52 52 59 59 52 68 56 78 387 77 52 57 52 235 124 122 72
internal_value=0 0.0144359 0.00859038 0.00620556 0.0111482 0.0128418 0.0100781 0.0045601 0.0103874 0.014993 0.00710765 0.00252539 0.0139127 0.0135741 0.0117246 0.0139263 0.0155838 0.0154402 0.0127092 0.0155596 0.0158753 0.0160764 0.0151233 0.0144694 0.0146782 0.0149303
internal_weight=0 1729 628 325 303 222 196 259 139 1533 115 144 542 483 141 431 991 913 133 855 496 439 359 298 246 307
internal_count=2357 1729 628 325 303 222 196 259 139 1533 115 144 542 483 141 431 991 913 133 855 496 439 359 298 246 307
is_linear=0
shrinkage=0.00289625


Tree=180
num_leaves=24
num_cat=0
split_feature=1 1 12 12 1 10 12 12 13 2 4 157 12 1 4 4 160 4 4 475 13 4 52
split_gain=2350.31 315.186 294.511 225.547 199.085 126.356 131.217 92.1353 74.8639 65.0252 43.9087 32.9622 36.2194 26.2774 23.4065 18.4968 22.1572 16.9165 14.7291 11.827 10.2711 8.73688 8.73027
threshold=0.10808500000000001 0.12765500000000005 0.023990000000000004 0.085090000000000013 0.087070000000000022 -1.0000000180025095e-35 -0.042789999999999988 0.091625000000000012 -0.00038499999999999998 0.092235000000000025 0.056815000000000011 1.0000000180025095e-35 0.11685000000000002 0.089275000000000007 -0.093344999999999997 0.053255000000000004 -0.081539999999999987 0.052250000000000012 -0.083584999999999979 -0.085684999999999997 -0.00038499999999999998 -0.041794999999999992 -0.0065299999999999993
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 3 4 10 9 -3 -7 13 -6 -1 -2 12 15 14 -4 16 -9 19 -18 -16 -21 -15 -10
right_child=1 5 7 -5 8 6 -8 11 22 -11 -12 -13 -14 21 17 -17 18 -19 -20 20 -22 -23 -24
leaf_value=0.022329978901207821 0.0077334394583636204 0.0021675513666096617 0.023203721770518226 0.017627103930897892 0.011030078785469497 0.0047758619042189542 0.011649566866455852 0.017595567654240151 0.016767323823013013 0.017297004148090343 0.011856279880078429 0.021417462951547644 0.015983842195488776 0.020112712506021185 0.022479206548294647 0.017410095402418103 0.020959221486358173 0.019019748950661657 0.019264578600926736 0.020917027306727086 0.019259312279506561 0.018068802550408221 0.01472649689777791
leaf_weight=60 55 54 54 84 73 64 79 81 52 72 82 64 56 52 58 79 86 65 280 649 52 56 56
leaf_count=60 55 54 54 84 73 64 79 81 52 72 82 64 56 52 58 79 86 65 280 649 52 56 56
internal_value=0 0.0100991 0.0194232 0.013024 0.0162528 0.00681774 0.00857349 0.0200312 0.0138224 0.019585 0.0102014 0.0189833 0.0187156 0.0207177 0.0209224 0.0190063 0.0192883 0.0207728 0.0196629 0.0209229 0.0207941 0.0190533 0.0157095
internal_weight=0 418 1945 221 313 197 143 1632 181 132 137 646 582 986 878 526 447 824 366 759 701 108 108
internal_count=2363 418 1945 221 313 197 143 1632 181 132 137 646 582 986 878 526 447 824 366 759 701 108 108
is_linear=0
shrinkage=0.00356736


Tree=181
num_leaves=30
num_cat=0
split_feature=1 52 52 1 12 12 12 1 2 2 16 1 49 49 2 157 48 49 0 52 15 52 15 160 0 0 2 42 52
split_gain=2596.22 650.259 324.929 226.155 201.438 169.618 117.874 95.9018 53.6787 31.9073 55.3533 31.2126 69.2437 27.0702 22.9497 26.3979 20.4209 20.4075 13.0392 10.6673 15.9754 25.5328 14.1749 7.11235 7.06969 8.5881 5.68034 5.13233 2.88783
threshold=0.10124500000000002 -0.40809499999999993 0.26430000000000003 0.12765500000000005 0.085845000000000019 0.077755000000000005 0.091625000000000012 0.087070000000000022 0.092235000000000025 0.15398500000000001 -0.26987499999999992 0.11224000000000002 -0.0060549999999999988 0.11580500000000001 0.087675000000000017 -1.0000000180025095e-35 0.09111000000000001 -0.0036199999999999995 -0.084114999999999981 -0.099329999999999988 0.054100000000000002 0.024560000000000002 0.09116500000000001 -0.088034999999999988 -0.095584999999999989 -0.088484999999999994 0.090605000000000005 0.087005000000000013 0.085310000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 11 7 14 8 -1 10 -5 12 -3 16 18 -16 19 -17 23 -8 21 -21 -22 -7 -25 -26 -19 28 -20
right_child=1 2 -4 9 -6 6 13 -9 -10 -11 -12 -13 -14 -15 15 17 -18 26 27 20 22 -23 -24 24 25 -27 -28 -29 -30
leaf_value=0.062595372963651266 0.062075719309457419 0.04937975488230837 0.058502118242776902 0.041775155252108585 0.056377624431214711 0.061938526935910974 0.061761710486187546 0.05405917078692505 0.057081626361271738 0.040704993071637441 0.047550401480792662 0.049363214497118106 0.0424933027975175 0.056700184633299212 0.063117085972765025 0.057905029778850405 0.057412089425082184 0.060286368230004113 0.062541609014012151 0.056613159200246552 0.062252731370547959 0.060669176382386225 0.05994555154979158 0.064761581577721106 0.061788399325580078 0.063490573582224638 0.061904053628470873 0.060637508086621619 0.061238141591137996
leaf_weight=61 73 55 52 63 63 102 70 103 72 57 61 95 54 55 86 52 56 95 103 61 65 56 228 52 81 194 77 68 53
leaf_count=61 73 55 52 63 63 102 70 103 72 57 61 95 54 55 86 52 56 95 103 61 65 56 228 52 81 194 77 68 53
internal_value=0 0.0500496 0.0482937 0.0471087 0.0496328 0.0605978 0.0611156 0.0571881 0.0596108 0.043385 0.0446166 0.0475496 0.0459685 0.0595974 0.0620473 0.0610745 0.0598946 0.0602901 0.062509 0.0601842 0.0599147 0.0585549 0.0604575 0.0629546 0.0632713 0.0629894 0.0610108 0.0616556 0.0620991
internal_weight=0 573 500 448 267 1790 1554 236 133 181 124 204 109 591 963 310 536 224 653 480 410 117 293 429 327 275 172 224 156
internal_count=2363 573 500 448 267 1790 1554 236 133 181 124 204 109 591 963 310 536 224 653 480 410 117 293 429 327 275 172 224 156
is_linear=0
shrinkage=0.00431277


Tree=182
num_leaves=24
num_cat=0
split_feature=12 15 4 15 0 43 52 40 15 4 12 158 52 12 13 4 51 11 48 484 15 15 43
split_gain=201.784 151.393 101.667 205.83 163.579 78.4957 76.9848 69.2469 62.0602 34.9829 33.2624 23.0983 18.8278 19.3942 20.0655 19.5278 18.2384 18.9842 21.1622 11.4701 9.50898 6.34132 4.90297
threshold=0.077755000000000005 0.035560000000000008 -0.16772499999999999 -0.015464999999999998 -0.068214999999999984 -0.073404999999999984 1.0000000180025095e-35 -0.041534999999999996 0.13393000000000002 0.27161500000000005 0.092495000000000008 0.077000000000000013 -0.53937999999999986 0.099815000000000015 -0.078624999999999987 0.076415000000000025 -0.090074999999999988 1.0000000180025095e-35 0.083570000000000019 0.088090000000000016 0.081915000000000016 0.089545000000000013 -0.084964999999999985
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=1 2 -1 4 5 -4 9 -6 10 -7 16 12 -12 14 -14 22 -2 18 19 21 -16 -18 -15
right_child=8 -3 3 -5 7 6 -8 -9 -10 -11 11 -13 13 15 20 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.012777283223147591 0.0093754680372863004 0.016065366980016902 0.0057199901419199631 -0.0023051983431974944 0.0062764955420286121 0.011557276180964929 0.016706531402210623 -0.0019139989999706715 0.0058708966290177455 0.0065621124145671082 0.012803503486548733 0.013231589736316688 0.013587636569096511 0.0082838559608818772 0.0086223904244405718 0.0061092594773760672 0.012296190126930031 0.014775613210352508 0.0097766205760277357 0.014121957867614192 0.010878829205463172 0.011084456610670009 0.010156903733266756
leaf_weight=71 66 54 101 66 54 88 52 56 55 65 64 74 54 54 78 57 595 70 103 80 139 144 123
leaf_count=71 66 54 101 66 54 88 52 56 55 65 64 74 54 54 78 57 595 70 103 80 139 144 123
internal_value=0 0.00781644 0.00701084 0.00616131 0.00750468 0.0094451 0.0112801 0.00210629 0.0112686 0.00943551 0.0114431 0.0105167 0.0101635 0.00982885 0.0107695 0.00873917 0.0120061 0.0121811 0.0119841 0.0122616 0.010068 0.0120601 0.00958578
internal_weight=0 607 553 482 416 306 205 110 1756 153 1701 643 569 505 271 234 1058 992 922 819 217 739 177
internal_count=2363 607 553 482 416 306 205 110 1756 153 1701 643 569 505 271 234 1058 992 922 819 217 739 177
is_linear=0
shrinkage=0.00516098


Tree=183
num_leaves=20
num_cat=0
split_feature=4 3 39 3 39 14 12 4 4 43 12 4 160 123 2 42 156 43 12
split_gain=2069.09 774.33 560.15 170.798 124.568 124.206 130.383 243.879 135.43 115.239 90.2189 31.4533 47.1342 26.6173 25.8797 22.9287 18.1373 8.87407 8.20564
threshold=0.27834500000000006 0.30112000000000005 0.082810000000000009 0.13772500000000001 0.088025000000000006 0.076175000000000007 0.054520000000000006 -0.14538499999999996 0.00025000000000000006 -0.073404999999999984 0.091625000000000012 -0.0070549999999999996 -0.064629999999999979 0.084355000000000013 0.11556500000000001 0.08975000000000001 -0.0011799999999999998 -0.048514999999999996 0.095815000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 14 6 7 -1 -9 13 15 12 -12 -4 -2 16 -8 -17 -13
right_child=3 -3 9 -5 -6 -7 10 8 -10 -11 11 18 -14 -15 -16 17 -18 -19 -20
leaf_value=0.025381807784264177 0.015895155518695553 0.0069163085621326359 0.011459840741638321 0.0038091285426063628 0.0073816015422706665 0.027905619148516806 0.026293632363344737 0.011327873432263534 0.019909910047814863 0.020228940804760159 0.019973064433144342 0.021939570489111933 0.02308946930180962 0.015261470342761371 0.012200607311154051 0.021068402296326203 0.023891135569109136 0.023111889935651778 0.020161112091372644
leaf_weight=69 59 53 65 58 70 73 53 53 63 52 95 56 383 52 60 55 752 87 155
leaf_count=69 59 53 65 58 70 73 53 53 63 52 95 56 383 52 60 55 752 87 155
internal_value=0 0.0218451 0.0222286 0.00974745 0.0115696 0.0228443 0.0226414 0.0194926 0.0159892 0.0153283 0.0229974 0.0219077 0.0224702 0.0131498 0.0140327 0.0237902 0.0240494 0.0223207 0.0206333
internal_weight=0 2116 2063 247 189 1894 1821 185 116 169 1636 689 478 117 119 947 805 142 211
internal_count=2363 2116 2063 247 189 1894 1821 185 116 169 1636 689 478 117 119 947 805 142 211
is_linear=0
shrinkage=0.00395525


Tree=184
num_leaves=20
num_cat=0
split_feature=1 4 1 12 4 0 50 13 2 4 4 1 12 12 13 12 2 4 13
split_gain=262.622 122.148 76.242 53.5894 103.175 39.229 27.8522 43.3642 40.06 35.4408 34.8119 30.3898 37.5115 32.3642 26.9619 26.2052 23.4892 21.0649 16.8129
threshold=0.10124500000000002 -0.34140499999999996 0.12765500000000005 0.088335000000000011 0.032965000000000001 -0.10490499999999998 -0.14320999999999998 0.034905000000000012 0.099325000000000011 -0.47860499999999995 -0.13833499999999996 0.093100000000000002 -1.0000000180025095e-35 0.078515000000000015 -0.041479999999999996 0.10031500000000002 0.11517500000000001 -0.004004999999999999 0.14247500000000005
decision_type=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 -3 -4 -1 9 18 -8 -11 12 -12 -14 -7 -5 -6 -13 -9
right_child=1 2 5 15 16 14 7 8 -10 10 11 17 13 -15 -16 -17 -18 -19 -20
leaf_value=0.015919894835475658 0.014056133012854882 0.0014166922174232409 0.0072853098867941384 0.013733898254656438 0.012533482686099546 -0.001770973848711945 0.016362306972223514 0.0090180821886938003 0.0052237809910332953 0.007411889014748518 0.017060518204734389 0.011232267678433615 0.0075162898109774482 0.012189500691303172 0.0036884459203271498 0.0080934269174769268 0.007235383591033962 0.00637214845301887 0.013021022358792846
leaf_weight=52 76 92 52 59 54 56 59 82 64 61 52 72 53 1178 69 54 61 53 64
leaf_count=52 76 92 52 59 54 56 59 82 64 61 52 72 53 1178 69 54 61 53 64
internal_value=0 0.00715297 0.00609723 0.0078003 0.00603201 0.00301788 0.0117007 0.0115745 0.00908226 0.0119169 0.0117383 0.0119257 0.012194 0.0119883 0.00124213 0.011039 0.00972373 0.00917208 0.0107732
internal_weight=0 573 497 320 207 177 1790 1738 210 1528 1469 1408 1283 1231 125 113 115 125 146
internal_count=2363 573 497 320 207 177 1790 1738 210 1528 1469 1408 1283 1231 125 113 115 125 146
is_linear=0
shrinkage=0.00584617


Tree=185
num_leaves=31
num_cat=0
split_feature=1 1 0 4 150 4 1 0 160 16 0 0 16 4 4 0 1 52 4 0 16 16 16 52 0 4 0 52 402 0
split_gain=2268.29 527.091 267.096 177.567 140.515 139.079 191.783 79.5231 65.4035 56.3047 50.2699 50.1828 110.215 40.0174 35.2499 134.104 33.428 23.1186 34.6903 19.7614 17.9266 12.4256 9.80315 9.58635 9.11855 5.34123 6.1916 4.49222 3.62214 1.43857
threshold=0.10124500000000002 0.12337000000000002 -0.12608499999999997 0.42098500000000005 0.07536000000000001 0.0082450000000000006 0.083555000000000018 -0.079249999999999987 -0.080844999999999986 -0.11777499999999998 -0.18560999999999997 -0.071719999999999992 0.40410500000000005 -0.49269499999999994 -0.085574999999999984 -0.11073999999999999 0.14310500000000001 0.088555000000000009 -0.00076499999999999995 -0.087539999999999993 -0.073494999999999991 0.0086100000000000013 -0.49996499999999994 -1.0000000180025095e-35 -0.055219999999999998 -0.011154999999999998 -0.085669999999999982 0.086065000000000016 -0.06482499999999998 -0.082504999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 10 -3 11 7 9 14 -9 22 -2 -4 -13 -10 19 -16 -5 18 21 -1 27 -17 -7 -11 28 26 -19 -15 -22 -21
right_child=1 3 4 16 -6 6 -8 8 13 23 -12 12 -14 20 15 17 -18 25 -20 29 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.027999365705179385 0.014606833521776573 0.012586319520160491 0.023717125517227249 0.007078993912766755 0.013184922236136567 0.025721281869125985 0.013813260373937184 0.018692488713517762 0.026361883210413908 0.021510107626577242 0.0091401611731738094 0.014715159705638227 0.022771244522006656 0.023041983116773038 0.018197278442332508 0.024858639221269924 0.0025798760513573828 0.024935950839898552 0.027772339095217445 0.025611162308912895 0.021388360432684949 0.02290992965514926 0.023246001480903757 0.019141844520031516 0.020276983306495473 0.022289184679497163 0.023082466766278883 0.024669675915525571 0.022732959813824255 0.024677936429221031
leaf_weight=62 54 100 71 62 53 53 59 74 54 59 66 53 69 73 64 408 55 52 69 58 57 68 62 63 57 63 86 53 101 70
leaf_count=62 54 100 71 62 53 53 59 74 54 59 66 53 69 73 64 408 55 52 69 58 57 68 62 63 57 63 86 53 101 70
internal_value=0 0.0136632 0.0167379 0.00847702 0.0192438 0.0232174 0.0205901 0.0237468 0.0223189 0.022277 0.0116005 0.0209074 0.0192718 0.0229982 0.0244164 0.0240338 0.00496441 0.0245344 0.0249846 0.0260471 0.0224654 0.0245803 0.0243872 0.0202875 0.0217258 0.0233138 0.0237812 0.023727 0.0222482 0.0251012
internal_weight=0 583 366 217 246 1765 296 1469 469 237 120 193 122 395 1000 810 117 746 545 190 341 476 115 122 215 201 138 126 158 128
internal_count=2348 583 366 217 246 1765 296 1469 469 237 120 193 122 395 1000 810 117 746 545 190 341 476 115 122 215 201 138 126 158 128
is_linear=0
shrinkage=0.00419945


Tree=186
num_leaves=16
num_cat=0
split_feature=4 2 123 13 4 2 12 11 4 4 12 158 2 12 12
split_gain=4093.59 1072 795.073 400.953 244.028 182.677 106.27 83.6895 75.2734 74.3226 164.435 55.939 44.4927 27.8919 37.558
threshold=0.30163500000000004 0.14721500000000001 1.0000000180025095e-35 -0.16392499999999996 0.0063250000000000008 0.13443000000000002 -0.036614999999999988 1.0000000180025095e-35 -0.44205499999999992 -0.42305999999999994 0.054520000000000006 1.0000000180025095e-35 0.088005000000000014 0.083825000000000024 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -2 9 -9 -5 -11 13 -4 -6 -15
right_child=5 -3 12 4 11 -7 -8 8 -10 10 -12 -13 -14 14 -16
leaf_value=0.011059716178320519 0.0031591510591013109 0.0045658094460152947 0.0087343366053764682 0.02485892830538421 0.015323434548636461 9.6559627769263664e-05 0.0088388745043839392 0.021286708371478006 0.026927557068829298 0.016683008117563604 0.021204976503163175 0.020325796302530001 0.012996181533571315 0.020369837756661596 0.016867295889043496
leaf_weight=55 69 58 52 59 73 82 97 58 58 107 1234 93 71 53 129
leaf_count=55 69 58 52 59 73 82 97 58 58 107 1234 93 71 53 129
internal_value=0 0.0193952 0.0198164 0.020369 0.0206437 0.00436833 0.00647825 0.0212502 0.0241075 0.0210134 0.0208442 0.0180015 0.0111947 0.0171536 0.0178875
internal_weight=0 2100 2042 1919 1864 248 166 1516 116 1400 1341 348 123 255 182
internal_count=2348 2100 2042 1919 1864 248 166 1516 116 1400 1341 348 123 255 182
is_linear=0
shrinkage=0.00349782


Tree=187
num_leaves=19
num_cat=0
split_feature=4 3 0 4 4 48 0 4 3 3 3 3 13 0 3 4 2 4
split_gain=266.085 101.704 63.0749 116.542 110.43 74.1443 54.1753 136.688 49.19 47.5671 34.6625 38.8638 31.6482 22.8347 28.0579 21.445 17.9316 15.3315
threshold=0.41488500000000006 0.20828500000000003 -0.10891999999999999 -0.030434999999999993 0.057265000000000003 0.085265000000000021 -0.029554999999999994 -0.15333499999999997 -0.010299999999999998 -0.011259999999999997 -0.16324999999999998 -0.01435 0.17982000000000001 -0.079249999999999987 -0.088784999999999989 0.04105000000000001 0.12827000000000002 0.26450500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 9 10 -2 12 -8 -12 13 15 -15 -4 -10 -6
right_child=8 -3 6 4 17 -7 7 -9 16 -11 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.011934900205753378 0.005739549405001155 0.0021482179539647631 0.0093561552283933681 -0.0017698312799547657 0.0097873419385272522 0.0054324900520065205 0.011328075202074867 0.00054472691667761667 0.0025545516312614077 0.012238039451608224 0.0044531603330724883 0.0099084477732028029 0.011862634763239756 0.005010813666998363 0.0083392439668491837 0.0070896092633036785 -0.00093507671342836127 0.0065504022112570295
leaf_weight=64 73 53 864 56 58 60 64 55 70 91 54 52 69 59 399 94 52 61
leaf_count=64 73 53 864 56 58 60 64 55 70 91 54 52 69 59 399 94 52 61
internal_value=0 0.00830858 0.00846404 0.00654853 0.00508139 0.00195509 0.00878202 0.00671472 0.00281632 0.00907713 0.00871061 0.00712979 0.0088834 0.00873819 0.00791058 0.00913381 0.00106678 0.00812847
internal_weight=0 2153 2100 299 235 116 1801 225 195 1576 170 106 1485 1416 458 958 122 119
internal_count=2348 2153 2100 299 235 116 1801 225 195 1576 170 106 1485 1416 458 958 122 119
is_linear=0
shrinkage=0.00450196


Tree=188
num_leaves=28
num_cat=0
split_feature=3 3 15 150 0 16 15 124 48 0 12 12 49 15 16 403 49 3 12 16 157 15 12 0 15 403 133
split_gain=1708.89 704.933 339.449 269.599 187.275 179.735 223.626 141.733 81.8132 74.6492 110.344 56.3192 35.1653 33.8377 31.4934 29.488 23.2184 15.3652 14.1617 13.7244 12.8652 8.55373 15.2595 11.4604 7.86224 4.4896 4.43008
threshold=-0.06340999999999998 0.30112000000000005 -0.40312499999999996 0.094365000000000018 -0.069389999999999993 0.081265000000000018 0.076335000000000014 -1.0000000180025095e-35 0.087365000000000012 -0.13010499999999997 0.023990000000000004 0.086795000000000011 -0.046739999999999997 -1.0000000180025095e-35 0.037060000000000003 0.046285000000000007 -0.0097399999999999987 -0.11128999999999999 0.09202500000000001 0.0014300000000000001 -0.083699999999999983 0.082725000000000007 0.085065000000000016 -0.085719999999999977 -0.091059999999999988 -0.10138499999999999 0.092320000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 11 6 -6 8 -4 -9 19 15 -13 -7 17 16 -1 -14 25 -11 -18 22 -22 -23 -20 -19 -16
right_child=1 -3 3 -5 5 13 -8 9 -10 10 -12 12 14 -15 26 -17 20 18 24 -21 21 23 -24 -25 -26 -27 -28
leaf_value=0.015434024006308026 0.0048124670250783109 0.00079983736729893255 0.012421380654616666 0.0053269798626055494 0.0073978450835569505 0.014674036258614825 0.015964887189815737 0.011890719991503478 0.0066718601972263628 0.016440873055656825 0.012642640412701762 0.013662345700560246 0.018312039661413444 0.017786066251676856 0.015304987907909713 0.020097694866331589 0.019279995256802275 0.015930807873055015 0.014622189110046681 0.018834561899931577 0.015476849845520807 0.018789635292846892 0.018018647665571937 0.017029250710485295 0.016150482350920627 0.017037832024424888 0.013965827064086538
leaf_weight=65 90 95 70 61 88 87 63 97 52 52 88 63 61 82 73 53 53 52 52 66 61 88 54 92 195 343 52
leaf_count=65 90 95 70 61 88 87 63 97 52 52 88 63 61 82 73 53 53 52 52 66 61 88 54 92 195 343 52
internal_value=0 0.00955997 0.0110047 0.0121514 0.0161141 0.013725 0.0109724 0.0131308 0.00997107 0.0144029 0.0155856 0.0166775 0.0161656 0.0161842 0.0163561 0.0176561 0.0173426 0.0166419 0.0164832 0.01778 0.017699 0.0174149 0.0166707 0.0178901 0.0158289 0.0168922 0.0147482
internal_weight=0 671 576 486 1677 320 151 425 122 303 206 1357 891 169 828 466 413 703 642 118 348 295 115 180 247 395 125
internal_count=2348 671 576 486 1677 320 151 425 122 303 206 1357 891 169 828 466 413 703 642 118 348 295 115 180 247 395 125
is_linear=0
shrinkage=0.00347079


Tree=189
num_leaves=19
num_cat=0
split_feature=2 1 0 2 9 16 13 475 0 3 0 3 133 42 475 0 0 13
split_gain=238.05 150.93 106.321 105.662 53.1748 49.0423 30.8479 30.255 36.9619 35.6064 50.6359 35.3339 29.965 31.3189 19.5699 19.1288 13.7428 4.41504
threshold=0.17000000000000001 0.092810000000000017 -0.14032999999999998 -0.011974999999999998 0.037245000000000007 -0.059624999999999991 -0.10899499999999999 -0.087794999999999998 0.040035000000000008 0.085315000000000016 -0.14822499999999997 -0.055389999999999988 -0.00027499999999999996 0.091090000000000018 -0.084964999999999985 -0.075914999999999996 -0.19242499999999998 -0.07236999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -4 16 -5 -1 9 10 -9 14 -8 15 -12 -14 -3 -15
right_child=-2 2 3 6 -6 -7 12 8 -10 -11 11 -13 13 17 -16 -17 -18 -19
leaf_value=0.0056147265496620411 -0.002812781494765462 0.0066737018648104253 -0.00036078286806652023 0.0052288087308544236 0.0071023317732701536 -0.0015505832253906963 0.0061761617169861704 0.015341430129743474 0.0060850598565234757 0.0056891966935230867 0.01300542310694114 0.013227134554504114 0.0090288310584863349 0.0091077655173251362 0.0096141924893139424 0.012893013209202005 0.0028426182228100945 0.0070369818992632328
leaf_weight=52 54 59 60 54 54 52 62 55 74 54 53 94 54 74 1206 131 53 53
leaf_count=52 54 59 60 54 54 52 62 55 74 54 53 94 54 74 1206 131 53 53
internal_value=0 0.00877758 0.00667813 0.00784303 0.00317387 0.00282791 0.00908655 0.00971093 0.00984957 0.0100401 0.0102069 0.00999813 0.0096434 0.0103322 0.009757 0.0117654 0.0048613 0.00824404
internal_weight=0 2294 706 542 114 164 428 1588 1536 1462 1408 1353 374 312 1259 185 112 127
internal_count=2348 2294 706 542 114 164 428 1588 1536 1462 1408 1353 374 312 1259 185 112 127
is_linear=0
shrinkage=0.0054568


Tree=190
num_leaves=23
num_cat=0
split_feature=2 2 2 2 3 39 12 15 14 12 3 3 15 47 12 2 15 3 130 43 12 2
split_gain=1522.43 741.319 364.299 230.695 227.456 190.887 173.216 133.543 102.066 78.0099 69.0892 60.4827 37.7811 32.5421 57.8081 38.9464 28.5922 28.0919 19.6524 33.2456 8.073 5.23415
threshold=0.11366500000000002 -1.0000000180025095e-35 0.16730000000000003 0.099675000000000014 0.25468500000000005 0.087735000000000021 -1.0000000180025095e-35 -0.11251499999999999 0.076175000000000007 0.091625000000000012 0.091170000000000015 0.085315000000000016 -0.068639999999999993 0.07813500000000001 0.085425000000000015 0.092365000000000017 -0.047974999999999997 -0.058704999999999993 0.0016050000000000003 -0.095564999999999983 0.10031500000000002 0.10713500000000002
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 5 4 8 7 -1 -5 -2 9 11 16 13 -9 15 -15 -3 -8 -14 19 -11 -21 -18
right_child=2 3 -4 6 -6 -7 10 12 -10 18 -12 -13 17 14 -16 -17 21 -19 -20 20 -22 -23
leaf_value=0.014671154280161117 0.011238824507649814 0.020637809644479244 0.0038335630905471114 0.01114809300589344 0.0071547649975765683 0.0067490353657904999 0.017468907437349818 0.018496941096636722 0.024288637163192992 0.016110221228491831 0.014657741007175122 0.017539219282896212 0.016822511767928962 0.025016709396741617 0.020252524301326215 0.018058459351107059 0.019393532142049107 0.013324031263504838 0.020227851543021848 0.019124868745527629 0.017761028409242676 0.020913098124806684
leaf_weight=93 99 754 60 52 63 57 84 57 64 63 56 79 53 52 69 75 56 54 81 240 65 52
leaf_count=93 99 754 60 52 63 57 84 57 64 63 56 79 53 52 69 75 56 54 81 240 65 52
internal_value=0 0.0189471 0.0115518 0.0195404 0.0129723 0.011661 0.0168053 0.0143657 0.0200725 0.0198899 0.0179913 0.0204075 0.016253 0.020646 0.0223002 0.0204045 0.0189634 0.0150573 0.0187037 0.0183681 0.0188343 0.0201255
internal_weight=0 1992 386 1842 326 150 300 263 1542 1478 248 1029 164 950 121 829 192 107 449 368 305 108
internal_count=2378 1992 386 1842 326 150 300 263 1542 1478 248 1029 164 950 121 829 192 107 449 368 305 108
is_linear=0
shrinkage=0.00340802


Tree=191
num_leaves=20
num_cat=0
split_feature=1 130 131 10 4 16 4 15 48 48 4 16 159 16 13 42 4 4 1
split_gain=233.508 126.628 63.124 104.359 51.9189 99.7283 43.8573 50.5481 36.2812 24.0155 29.2487 34.7637 65.9729 48.8729 22.9267 19.4515 19.1612 17.1994 12.1399
threshold=0.10124500000000002 -0.0087099999999999973 0.07635500000000002 -0.0010949999999999998 -0.16772499999999999 -0.0070899999999999991 0.24099500000000004 -0.15150999999999998 0.092680000000000026 0.093265000000000015 -0.50547999999999982 0.0086100000000000013 0.040035000000000008 -1.0000000180025095e-35 -0.057284999999999996 0.090625000000000025 0.043850000000000007 -0.036279999999999993 0.12450500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 8 7 -1 18 10 -9 13 17 16 -11 -4 -12 -13 -6
right_child=1 2 15 4 5 -7 -8 9 -10 14 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.015475946817927334 -0.0031339463306767333 -0.0019192820620399702 0.012253067836158415 0.011314578136456746 0.010465442098312801 -0.00036422651491938149 0.004681907251785176 0.014553415486965048 0.0036867769575403267 0.0096267693466162828 0.010427568165515443 0.0081182925573274264 0.0021886907151776902 0.01532045778284929 0.0044508743461224836 0.00780746948835112 0.0078276771693552415 0.011342400558538331 0.0069144714888263901
leaf_weight=61 52 59 69 67 95 75 53 52 59 72 1018 135 53 69 52 70 111 103 53
leaf_count=61 52 59 69 67 95 75 53 52 59 72 1018 135 53 69 52 70 111 103 53
internal_value=0 0.00571765 0.00655923 0.00538184 0.00661631 0.00549982 0.0100032 0.0101665 0.00762479 0.00997198 0.0101743 0.0100214 0.00817995 0.0104686 0.00745674 0.0100147 0.010172 0.00951387 0.00919424
internal_weight=0 599 547 408 349 282 1779 1726 207 1665 1541 1489 291 1198 124 139 1129 238 148
internal_count=2378 599 547 408 349 282 1779 1726 207 1665 1541 1489 291 1198 124 139 1129 238 148
is_linear=0
shrinkage=0.00593633


Tree=192
num_leaves=16
num_cat=0
split_feature=1 1 3 12 124 14 43 1 12 1 15 0 13 0 15
split_gain=2163.18 350.959 285.509 190.227 160.583 121.225 77.1932 64.977 76.8156 60.5264 49.8532 64.0725 38.732 29.2639 25.875
threshold=0.109225 0.13554500000000003 0.10812000000000001 0.088745000000000004 -0.085309999999999983 0.076175000000000007 -0.049364999999999992 0.10384000000000002 0.091625000000000012 0.14828500000000003 -0.14798499999999998 -0.13314999999999996 -0.010419999999999997 -0.061204999999999989 -0.032264999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 -1 7 -2 8 10 -3 -6 -12 -8 14 -10
right_child=1 9 -4 -5 5 -7 12 -9 13 -11 11 -13 -14 -15 -16
leaf_value=0.01260119949004746 0.0066958382464499125 0.0066262906834444329 0.0098400055044870587 0.01465510309481962 0.021024896142034837 0.021668280688489333 0.0090044962678369669 0.014434501740981587 0.015874694613445896 0.0023160797581603561 0.014523470063286617 0.017982810517387673 0.01286747291874183 0.014887188669594247 0.017428126831181171
leaf_weight=73 76 88 55 103 52 69 54 78 184 55 59 994 54 99 285
leaf_count=73 76 88 55 103 52 69 54 78 184 55 59 994 54 99 285
internal_value=0 0.00909329 0.0170787 0.0111483 0.017289 0.017477 0.00918499 0.0173118 0.0174459 0.00496876 0.0179413 0.017789 0.0109363 0.0164821 0.0168188
internal_weight=0 430 1948 287 1893 1820 184 1751 1673 143 1105 1053 108 568 469
internal_count=2378 430 1948 287 1893 1820 184 1751 1673 143 1105 1053 108 568 469
is_linear=0
shrinkage=0.00322228


Tree=193
num_leaves=18
num_cat=0
split_feature=1 131 1 4 16 1 4 15 48 3 1420 48 43 48 1 48 15
split_gain=201.105 64.814 128.12 41.7841 102.465 74.6879 40.8636 40.1937 21.8703 32.0675 22.6064 18.8486 20.2618 14.8399 13.9601 13.0339 8.89895
threshold=0.10335000000000001 0.07635500000000002 0.14641500000000005 -0.17689999999999997 -0.0073349999999999986 0.12835000000000002 0.24099500000000004 -0.15614499999999998 -0.023659999999999997 0.095555000000000015 -0.069964999999999986 0.092475000000000016 0.31428500000000009 0.10445500000000001 0.11931500000000002 0.087365000000000012 -0.092969999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 15 7 -1 -9 10 -10 12 -12 -13 -3 16 -5
right_child=1 14 -4 4 -6 -7 -8 8 9 -11 11 13 -14 -15 -16 -17 -18
leaf_value=0.012269738282920046 0.0082704666128827192 0.0060673455922892723 -0.0040302833764014525 0.0098938951792631683 -0.0013056553231251323 0.00081421401043498454 0.0038289992575903939 0.010863762779218342 0.011433942867420877 0.0042857279255452598 0.0082874501320432704 0.004432831032256568 0.00499345159916092 0.008106952726972325 0.009436122998114636 0.0053113661587515845 0.0069586701946474094
leaf_weight=64 69 67 52 55 78 64 58 73 53 61 1337 68 52 52 65 54 56
leaf_count=64 69 67 52 55 78 64 58 73 53 61 1337 68 52 52 65 54 56
internal_value=0 0.00455732 0.00357974 0.00463234 0.00381447 0.00555869 0.00810299 0.00824381 0.00809186 0.00796715 0.00811088 0.00799413 0.00816417 0.00602541 0.00772663 0.00739863 0.00841356
internal_weight=0 560 428 376 307 229 1818 1760 1696 1623 1562 1509 1389 120 132 165 111
internal_count=2378 560 428 376 307 229 1818 1760 1696 1623 1562 1509 1389 120 132 165 111
is_linear=0
shrinkage=0.00517297


Tree=194
num_leaves=31
num_cat=0
split_feature=3 3 43 12 12 3 10 43 16 43 15 15 16 43 16 12 3 15 43 12 16 3 159 43 15 15 42 13 133 42
split_gain=2251.49 746.712 742.265 304.49 246.865 237.481 195.339 224.207 177.802 162.707 60.6938 52.5588 51.3445 52.547 50.6625 43.9403 41.387 38.5112 54.9522 26.2745 22.7723 19.516 13.1609 20.3898 10.3935 9.45873 6.98258 5.93368 3.21069 2.95422
threshold=-0.058704999999999993 0.30112000000000005 -0.033174999999999989 0.054520000000000006 0.091625000000000012 0.10703500000000001 -0.0010949999999999998 -0.090214999999999976 -0.24900499999999998 0.0054600000000000004 -0.052259999999999994 -0.095539999999999986 -0.072054999999999994 -0.10961499999999998 -0.055679999999999993 -0.041134999999999991 -0.1535 -0.039984999999999993 -0.072469999999999993 0.087045000000000025 0.15737500000000001 -0.094679999999999986 -0.020314999999999996 0.0032700000000000003 -0.064999999999999988 -0.062284999999999993 0.086665000000000006 -0.00051499999999999994 0.089625000000000024 -0.026469999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 16 9 -2 -8 -6 14 -7 -9 25 -14 -4 -3 -5 18 -15 22 -19 -21 -18 24 -24 -10 29 -27 -28 -23
right_child=1 15 5 4 8 10 7 11 12 -11 -12 -13 13 17 -16 -17 19 20 -20 21 -22 26 23 -25 -26 27 28 -29 -30 -31
leaf_value=0.01318264505169498 0.0067502163990294083 0.0086738950775313121 0.019364423298792229 0.023810040879115847 0.013868350351244505 0.016594101997461211 0.017538443410810435 0.008409199235754606 0.019661890166942017 0.016002865926647548 0.012068724407287316 0.012489011305730937 0.016158149449385692 0.019891001098898589 0.022783266482637492 0.0048939418696713434 0.022933922613790934 0.019577136859432884 0.01641383362396736 0.019141902744557557 0.021840000548189357 0.021052316846813007 0.020815732480508699 0.019808997979082678 0.022089551205998696 0.021557441727773567 0.020842808652325549 0.020329814409858097 0.020020233818658178 0.021808099027787058
leaf_weight=52 64 52 64 59 53 52 58 58 55 71 52 53 53 84 94 56 71 143 76 58 54 104 73 52 259 96 158 56 60 88
leaf_count=52 64 52 64 59 53 52 58 58 55 71 52 53 53 84 94 56 71 143 76 58 54 104 73 52 259 96 158 56 60 88
internal_value=0 0.0138456 0.0152063 0.0202354 0.0204574 0.0180413 0.0111545 0.0128222 0.019072 0.0197258 0.0143317 0.0103575 0.0195189 0.0189115 0.0213986 0.00671421 0.0214026 0.0193201 0.0182395 0.0212487 0.0201976 0.0207549 0.0217565 0.0215387 0.0218096 0.020722 0.020983 0.0211054 0.0206166 0.0213989
internal_weight=0 674 566 1704 1652 333 233 169 670 229 104 111 617 410 158 108 982 357 160 923 197 468 455 384 332 207 410 152 218 192
internal_count=2378 674 566 1704 1652 333 233 169 670 229 104 111 617 410 158 108 982 357 160 923 197 468 455 384 332 207 410 152 218 192
is_linear=0
shrinkage=0.00295937


Tree=195
num_leaves=23
num_cat=0
split_feature=4 15 2 12 40 4 1429 16 12 14 16 42 15 49 1446 12 16 16 16 12 131 1
split_gain=218.324 110.389 82.9087 51.7952 51.3463 67.7843 49.3847 29.0937 28.5705 27.886 26.4584 36.3572 35.55 20.6616 18.7555 18.1479 15.0636 15.969 13.2743 12.1524 10.4298 4.2881
threshold=0.30163500000000004 -0.41606999999999994 0.099450000000000024 0.087245000000000003 -0.061244999999999994 -0.021399999999999995 0.084770000000000012 -0.23071499999999998 0.095565000000000011 -1.0000000180025095e-35 -0.036039999999999996 0.083725000000000008 -0.088184999999999986 -0.008964999999999999 0.086015000000000008 0.091865000000000016 -0.067534999999999998 0.41484500000000007 -0.070454999999999976 0.092495000000000008 0.077555000000000027 0.091900000000000023
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 9 6 4 -4 -6 7 -1 -5 -2 13 12 -12 -9 19 -14 -10 -18 20 -13 -15 -20
right_child=1 -3 3 8 5 -7 -8 10 16 -11 11 14 15 18 -16 -17 17 -19 21 -21 -22 -23
leaf_value=0.011174251448942876 0.0077780326190402139 -0.0019427215346345 0.0076792444244967598 0.0094557628503172623 0.005693610948159942 -0.0014225537897967369 0.0044887833730324683 0.0043983461920425598 0.0080460669889114347 0.0032213605153795116 0.014045610479027 0.0090476704216833799 0.010351831187449754 0.0076126954909885754 0.0051515353992902116 0.006720712984915952 0.0035802665142825787 0.007020864385479891 0.0049501218964931272 0.0067116888742819588 0.0093270374361725927 0.0070051373125117047
leaf_weight=84 61 101 57 85 67 78 103 57 62 89 56 200 130 511 60 52 88 62 55 86 118 55
leaf_count=84 61 101 57 85 67 78 103 57 62 89 56 200 130 511 60 52 88 62 55 86 118 55
internal_value=0 0.00225078 0.00737639 0.00553388 0.00350609 0.00186522 0.0079631 0.00820749 0.00691286 0.00507478 0.00802687 0.00886623 0.0104281 0.00741099 0.00779174 0.00931467 0.00589304 0.00500275 0.00764328 0.00834544 0.00793439 0.00597813
internal_weight=0 251 2066 499 202 145 1567 1464 297 150 1380 584 238 796 346 182 212 150 739 286 629 110
internal_count=2317 251 2066 499 202 145 1567 1464 297 150 1380 584 238 796 346 182 212 150 739 286 629 110
is_linear=0
shrinkage=0.00518927


Tree=196
num_leaves=18
num_cat=0
split_feature=4 3 39 14 16 14 0 15 0 4 3 0 157 4 15 42 12
split_gain=2241.97 822.728 456.029 177.323 234.99 147.776 154.566 196.197 117.268 115.761 236.384 107.023 80.062 51.3502 29.3088 21.7268 19.1733
threshold=0.30163500000000004 0.20828500000000003 0.081875000000000017 -0.41790499999999997 -0.49181999999999998 0.062655000000000016 -0.12608499999999997 -0.095804999999999987 -0.074204999999999979 -0.47860499999999995 -0.10583499999999998 -0.061654999999999995 -0.0045449999999999996 0.032965000000000001 -0.18708499999999997 0.08648500000000002 0.090255000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 14 6 7 -1 13 12 -11 -4 -10 15 -5 -8 -15
right_child=3 -3 11 4 -6 -7 8 -9 9 10 -12 -13 -14 16 -16 -17 -18
leaf_value=0.01788539263278251 0.0096980844334425154 0.0019152857931681209 0.012654050174899928 0.0075952054244826381 -0.002266394585186043 0.021914314634953108 0.017988583039295118 0.0087697756750982608 0.021514385924224194 0.0072507995182192137 0.015420623162569751 0.0066622481779654227 0.015419543430070959 0.016708543648228675 0.0039660030725597734 0.016917338904373611 0.013978527262485939
leaf_weight=52 61 54 98 61 75 65 645 73 55 53 324 63 56 61 54 394 73
leaf_count=52 61 54 98 61 75 65 645 73 55 53 324 63 56 61 54 394 73
internal_value=0 0.0157277 0.0160984 0.00437894 0.00267101 0.0166019 0.0164085 0.0125622 0.016698 0.0152202 0.0142722 0.0103097 0.0184399 0.0173127 0.00589139 0.0175824 0.0152216
internal_weight=0 2066 2012 251 190 1851 1786 125 1661 488 377 161 111 1173 115 1039 134
internal_count=2317 2066 2012 251 190 1851 1786 125 1661 488 377 161 111 1173 115 1039 134
is_linear=0
shrinkage=0.00358563


Tree=197
num_leaves=24
num_cat=0
split_feature=1 3 4 2 12 2 14 1 12 12 3 12 3 47 1 12 16 4 12 4 4 12 2
split_gain=3328.47 618.046 383.068 259.428 296.026 243.612 211.328 154.396 192.981 128.49 68.3008 53.3717 50.0559 48.2336 56.1392 54.6744 33.9272 25.6415 23.575 10.9319 9.73633 6.50342 3.05841
threshold=0.104035 0.31534000000000006 -0.033449999999999987 0.12708000000000003 0.088745000000000004 0.099325000000000011 0.062655000000000016 0.089875000000000024 0.087045000000000025 0.08623500000000002 0.0075150000000000008 0.09141500000000001 -0.06340999999999998 1.0000000180025095e-35 0.081315000000000012 0.08401500000000002 -0.0007049999999999999 -0.087839999999999988 0.095565000000000011 -0.014099999999999998 -0.039459999999999995 0.093765000000000015 0.090965000000000018
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 -2 4 10 6 7 11 -9 -7 -4 13 18 14 17 -16 19 -1 -11 22 -20 -10 -13
right_child=1 -3 3 -5 -6 9 -8 8 21 12 -12 16 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=0.021849993381004098 0.017119802783069907 0.0019561371433138028 0.0078723229276012746 0.0060020651647520072 0.01586326565514172 0.013768995096002972 0.024630419638649655 0.012836052875972191 0.019084601049274397 0.019565839527434799 0.011630669241005261 0.02001346212420458 0.015194567032688046 0.022012525078913926 0.015538672194503311 0.019398805027520147 0.016491235707512542 0.019802210134687102 0.018483459392033594 0.017855219301340781 0.016860419363246434 0.017974846019360703 0.019043303925891771
leaf_weight=58 85 67 103 94 94 100 61 70 97 81 70 52 56 81 52 81 66 608 56 53 76 89 67
leaf_count=58 85 67 103 94 94 100 61 70 97 81 70 52 56 81 52 81 66 608 56 53 76 89 67
internal_value=0 0.0102665 0.0115149 0.0101951 0.0116712 0.0187374 0.0192844 0.019047 0.0169904 0.0166104 0.00939322 0.0195179 0.0176665 0.0198517 0.0196326 0.0178898 0.0182834 0.0199806 0.0183163 0.0189709 0.0175492 0.0185538 0.0194675
internal_weight=0 513 446 361 267 1804 1435 1374 256 369 173 1118 269 880 799 133 238 666 213 172 132 186 119
internal_count=2317 513 446 361 267 1804 1435 1374 256 369 173 1118 269 880 799 133 238 666 213 172 132 186 119
is_linear=0
shrinkage=0.00293435


Tree=198
num_leaves=23
num_cat=0
split_feature=1 3 4 123 2 2 2 14 16 3 3 3 1 49 2 159 4 42 4 4 49 42
split_gain=3064.25 634.883 357.955 288.23 260.349 436.49 171.31 129.783 115.033 109.889 80.3269 74.2683 43.6095 41.0956 24.2967 25.4747 17.6835 11.6512 9.48044 7.65929 6.99969 3.27568
threshold=0.104035 0.31370500000000007 -0.033449999999999987 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.099325000000000011 0.062655000000000016 -0.0088649999999999996 0.045635000000000002 -0.107915 -0.12077499999999998 0.089875000000000024 0.11580500000000001 0.087610000000000007 0.0096550000000000021 -0.00045499999999999995 0.083120000000000013 -0.085574999999999984 -0.049744999999999991 0.088340000000000016 0.092475000000000016
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 -2 6 5 -4 7 11 9 -6 -8 -1 14 16 18 -16 19 -14 -13 -12 -18 -19
right_child=1 -3 4 -5 8 -7 10 -9 -10 -11 13 12 17 -15 15 -17 20 21 -20 -21 -22 -23
leaf_value=0.013729622725751378 0.015012850349563548 -0.0013291532503073541 0.0044103478258066455 0.0097125003732592245 0.0045926821495694044 0.01611327574487869 0.011223011237942875 0.022011551336960093 0.0014544847846204544 0.010349240408425737 0.016087318806037053 0.018695062634411716 0.014917158199071162 0.012792768664878884 0.016606967176477947 0.018551886875526599 0.014134779961745555 0.017112599596741454 0.017715999075721568 0.017716897681753566 0.015846931333732057 0.016069528242741833
leaf_weight=69 84 76 61 65 95 78 60 59 62 57 70 145 82 53 395 89 52 55 416 57 52 85
leaf_count=69 84 76 61 65 95 78 60 59 62 57 70 145 82 53 395 89 52 55 416 57 52 85
internal_value=0 0.0074122 0.00893252 0.016489 0.00748554 0.0109777 0.0167422 0.0172531 0.0052171 0.00675162 0.0146703 0.017043 0.0172234 0.0153985 0.0175039 0.0169647 0.0159962 0.0159026 0.0179691 0.016819 0.0149912 0.0164796
internal_weight=0 513 437 1804 353 139 1739 1395 214 152 344 1336 1267 284 1045 484 231 222 561 127 104 140
internal_count=2317 513 437 1804 353 139 1739 1395 214 152 344 1336 1267 284 1045 484 231 222 561 127 104 140
is_linear=0
shrinkage=0.003277


Tree=199
num_leaves=19
num_cat=0
split_feature=4 2 3 40 159 11 3 3 43 3 4 0 49 151 13 16 13 13
split_gain=1422.89 432.268 217.521 167.703 85.7234 64.3684 77.3277 62.9355 50.9041 45.6862 45.1098 24.8022 22.2572 16.1437 13.5145 13.1018 9.80927 6.31348
threshold=0.30163500000000004 0.10527500000000002 -0.036844999999999996 -0.065969999999999987 0.087395000000000014 1.0000000180025095e-35 -0.11756999999999999 0.16158000000000003 -0.00013499999999999997 -0.10237999999999998 -0.082869999999999985 -0.07409499999999998 0.10367000000000003 -0.08422499999999998 -0.020084999999999995 0.31481000000000009 1.0000000180025095e-35 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 -4 6 -5 8 -2 -3 16 13 14 -12 -11 -13 17 -8
right_child=7 2 4 5 -6 -7 10 -9 -10 12 11 15 -14 -15 -16 -17 -18 -19
leaf_value=0.0095020694822239918 0.0030776028335550618 0.0094565787742295175 0.0083384403475896453 0.0098908382568814943 0.0024790861579093693 0.017504481588573002 0.015652883011395172 0.00041803512020469828 0.0068250384596735781 0.015137549201391128 0.015496757522760042 0.01206030810991849 0.011047985708033071 0.014086857723960258 0.012576090301046393 0.014277697579525357 0.014363607230709591 0.017106880597985385
leaf_weight=101 99 68 99 54 52 87 202 53 99 62 129 118 52 817 52 53 68 52
leaf_count=101 99 68 99 54 52 87 202 53 99 62 129 118 52 817 52 53 68 52
internal_value=0 0.0133097 0.00977829 0.0141184 0.00632091 0.0144135 0.0142334 0.00399441 0.00495152 0.0120092 0.0143963 0.0140448 0.0130546 0.0142792 0.0139695 0.0127478 0.0156157 0.0159507
internal_weight=0 2066 385 1681 151 1580 1493 251 198 234 1439 1117 166 946 114 171 322 254
internal_count=2317 2066 385 1681 151 1580 1493 251 198 234 1439 1117 166 946 114 171 322 254
is_linear=0
shrinkage=0.00369435


Tree=200
num_leaves=23
num_cat=0
split_feature=1 52 1 12 12 1 14 12 49 43 48 42 132 49 481 52 12 52 43 43 43 1
split_gain=4025.84 702.768 355.179 295.677 210.323 184.006 151.003 92.2437 48.6937 56.46 45.0494 37.6862 43.1321 35.9389 27.957 25.4173 23.9628 22.4542 11.721 9.95501 6.47396 1.18384
threshold=0.10525000000000002 -0.40011499999999994 0.13630500000000004 0.088105000000000003 -0.029844999999999997 0.087265000000000009 0.062655000000000016 0.095165000000000013 -0.047749999999999994 -0.077604999999999993 -0.026004999999999997 0.089905000000000013 0.082150000000000015 0.10581000000000002 -0.048124999999999994 -0.0065299999999999993 -0.074254999999999988 0.024560000000000002 -0.078959999999999989 0.0032700000000000003 -0.051239999999999987 0.11931500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 -1 7 10 -3 -10 -6 12 14 15 -12 -9 -4 -17 -13 -20 -19 -11
right_child=1 2 16 -5 6 -7 -8 13 9 21 11 18 -14 -15 -16 17 -18 20 19 -21 -22 -23
leaf_value=0.016515196166405455 0.017268184974223673 0.0078281269029534407 0.0028270233781003944 0.011999230028160307 0.014457228072647517 0.0083000050016583254 0.021669747762549822 0.017402790828972396 0.0018920929056160645 0.0060753405488720626 0.019219143721642278 0.015068141691992977 0.015410693652273953 0.013219969343316701 0.017601364070925163 0.014216554933078114 8.8371516361557473e-05 0.016946060727615453 0.017094305007999643 0.015586695162939201 0.015607215027240558 0.0054374243284632424
leaf_weight=54 56 60 52 93 55 52 65 81 53 61 120 59 79 58 791 97 77 60 146 61 88 56
leaf_count=54 56 60 52 93 55 52 65 81 53 61 120 59 79 58 791 97 77 60 146 61 88 56
internal_value=0 0.00685443 0.00556416 0.00730997 0.0167498 0.0124854 0.0170066 0.0168278 0.00541374 0.00456141 0.0172215 0.0173425 0.0176227 0.0154837 0.0178145 0.0158863 0.00119258 0.0153848 0.0162994 0.0166502 0.0161502 0.0057703
internal_weight=0 508 452 323 1866 106 1760 1695 230 170 1311 1256 990 384 911 326 129 245 266 207 148 117
internal_count=2374 508 452 323 1866 106 1760 1695 230 170 1311 1256 990 384 911 326 129 245 266 207 148 117
is_linear=0
shrinkage=0.00311635


Tree=201
num_leaves=17
num_cat=0
split_feature=4 2 12 42 3 14 14 16 13 12 4 3 2 4 16 133
split_gain=2174.04 710.173 407.262 242.862 187.573 175.395 148.876 124.783 75.1561 61.416 78.1585 99.6015 42.5206 25.0739 18.8778 14.9143
threshold=0.30163500000000004 0.13775000000000001 -0.011819999999999999 -0.0043149999999999994 0.11372500000000001 -0.45687499999999998 0.062655000000000016 -0.45516499999999999 -0.016289999999999995 0.096075000000000008 -0.49269499999999994 -0.10468499999999999 0.12131500000000002 -0.0023899999999999993 -1.0000000180025095e-35 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -2 9 12 -5 10 -4 -12 -7 14 -11 -15
right_child=5 -3 4 8 -6 7 -8 -9 -10 13 11 -13 -14 15 -16 -17
leaf_value=0.021487819141351481 0.015030001492658668 0.0090749830171489455 0.025846247273577694 0.015146913358919729 0.014254124550568433 0.010843433175014995 0.027540798018837576 0.0028407813702935264 0.0086436898564472946 0.021730904700849013 0.017390789586238558 0.0219711638194416 0.0063719681062558136 0.019921590697129912 0.019455146604066061 0.017281614556144274
leaf_weight=61 53 80 74 52 53 89 66 72 58 152 78 1209 52 76 90 59
leaf_count=61 53 80 74 52 53 89 66 72 58 152 78 1209 52 76 90 59
internal_value=0 0.02055 0.0210026 0.0152036 0.0215366 0.00863782 0.0217505 0.00704708 0.0117183 0.0215306 0.0219194 0.0216936 0.00919468 0.0201269 0.0208847 0.0187681
internal_weight=0 2108 2028 171 1857 266 1804 213 110 1738 1361 1287 141 377 242 135
internal_count=2374 2108 2028 171 1857 266 1804 213 110 1738 1361 1287 141 377 242 135
is_linear=0
shrinkage=0.00392628


Tree=202
num_leaves=27
num_cat=0
split_feature=15 12 12 150 43 51 12 43 52 15 15 15 40 51 43 15 11 43 150 42 43 43 12 52 52 43
split_gain=2341.71 1018.2 517.245 441.48 277.042 152.372 139.448 117.987 114.974 108.228 90.3711 61.4789 42.2141 60.1403 39.4301 37.9433 32.9319 32.339 24.5537 21.2708 18.3221 14.7242 11.3966 8.48923 5.07118 4.51768
threshold=-0.24269999999999997 0.054520000000000006 0.13820000000000002 0.10294000000000002 -0.065804999999999989 -0.10101999999999998 0.086795000000000011 -0.086809999999999984 0.078180000000000013 -0.42759999999999992 -0.039984999999999993 -0.071614999999999984 -1.0000000180025095e-35 0.043015000000000005 -0.074204999999999979 0.091230000000000019 0.077290000000000011 -0.00096999999999999983 0.081245000000000026 -0.0043149999999999994 -0.09168999999999998 -0.082144999999999982 0.092215000000000005 -0.016219999999999995 0.091275000000000009 -0.016249999999999997
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=8 3 6 4 7 -6 18 -2 9 -1 11 17 -7 -14 -13 16 19 23 20 -12 -3 -17 -23 -8 25 -22
right_child=1 2 -4 -5 5 12 10 -9 -10 -11 15 14 13 -15 -16 21 -18 -19 -20 -21 24 22 -24 -25 -26 -27
leaf_value=0.0067818900142699087 0.013823962021287266 0.02163936833471505 0.0084547731029579205 0.0056457322432146564 0.020459020937407618 0.017030820102053694 0.018599581256398535 0.0077955976682686596 0.0096652232187164778 0.0013737020645398119 0.019313877920956259 0.016342776297872043 0.011993408940908232 0.015977747561339989 0.012892870389573614 0.016155111006685964 0.021113075885140959 0.015708570297900317 0.017953763604920663 0.017827122604709734 0.019534977350412357 0.018971360038869314 0.017496688551863454 0.017425668593810326 0.018868550725727563 0.020300585293393736
leaf_weight=87 54 57 52 69 56 54 110 72 60 59 211 74 78 67 55 56 61 81 64 163 155 70 179 129 54 147
leaf_count=87 54 57 52 69 56 54 110 72 60 59 211 74 78 67 55 56 61 81 64 163 155 70 179 129 54 147
internal_value=0 0.0169469 0.0180279 0.0128198 0.0141189 0.0159665 0.0183267 0.0103794 0.00607307 0.00459661 0.0177616 0.0166701 0.0147021 0.0138347 0.0148721 0.0184239 0.0190092 0.0173948 0.0197351 0.018666 0.020011 0.017589 0.0179114 0.0179661 0.0197502 0.0199078
internal_weight=0 2168 1718 450 381 255 1666 126 206 146 1189 449 199 145 129 740 435 320 477 374 413 305 249 239 356 302
internal_count=2374 2168 1718 450 381 255 1666 126 206 146 1189 449 199 145 129 740 435 320 477 374 413 305 249 239 356 302
is_linear=0
shrinkage=0.00308197


Tree=203
num_leaves=20
num_cat=0
split_feature=4 3 39 3 2 11 132 3 160 4 42 13 12 12 4 159 12 12 133
split_gain=2287.07 810.266 722.043 212.741 130.568 126.524 116.325 91.8978 98.8104 60.197 42.1145 39.7793 37.9847 37.0807 24.5011 18.5457 37.9677 14.6913 10.1614
threshold=0.30163500000000004 0.11372500000000001 0.082470000000000016 -0.015259999999999998 0.091335000000000013 0.074925000000000005 0.085885000000000003 -0.11756999999999999 -0.077459999999999987 -0.42305999999999994 0.11688500000000002 -0.024504999999999996 0.088485000000000022 0.083370000000000014 0.0015850000000000003 -0.0118 0.054520000000000006 0.08536500000000001 0.056015000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 12 9 -2 -9 -6 13 -10 15 -11 18 17 -17 -1 -14
right_child=7 -3 3 -5 6 -7 -8 8 11 10 -12 -13 14 -15 -16 16 -18 -19 -20
leaf_value=0.023409135494638522 0.012920503771527394 0.010450013176023995 0.0082435865959371683 0.016116835133557286 0.022328420541320906 0.026024077975927356 0.015749958055684372 0.012320230985767478 0.0055873300752118452 0.022205675573045428 0.016922596238122003 0.0088896230509323167 0.02090488509211438 0.019388222089051107 0.018669501128946903 0.019038150501932392 0.021480789623378491 0.021257563219347287 0.01980991592998313
leaf_weight=76 64 96 55 98 86 52 81 52 77 56 61 73 283 341 85 76 476 58 128
leaf_count=76 64 96 55 98 86 52 81 52 77 56 61 73 283 341 85 76 476 58 128
internal_value=0 0.0195424 0.0199762 0.0132868 0.0205268 0.0211312 0.0193333 0.00957456 0.00851429 0.0198668 0.0194045 0.00719467 0.020916 0.0197857 0.0202394 0.0214051 0.0211445 0.0224781 0.020564
internal_weight=0 2108 2012 153 1859 1234 625 266 202 544 458 150 1182 397 496 686 552 134 411
internal_count=2374 2108 2012 153 1859 1234 625 266 202 544 458 150 1182 397 496 686 552 134 411
is_linear=0
shrinkage=0.00320322


Tree=204
num_leaves=16
num_cat=0
split_feature=1 52 50 13 3 14 3 0 4 1 3 1 16 16 151
split_gain=582.076 115.522 100.867 78.8496 77.4747 70.0868 65.3769 42.3205 43.0455 51.7942 49.1686 32.0284 27.5713 37.0316 26.1125
threshold=0.109225 -0.23742499999999997 0.10965000000000001 0.060910000000000013 0.10924500000000002 0.076175000000000007 -0.066704999999999987 0.12539500000000003 -0.50388999999999984 0.10080500000000002 -0.13088999999999998 0.10587000000000001 -0.081934999999999994 -0.43370499999999995 0.009020000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 7 -3 8 -1 10 -10 -11 13 -8 -12
right_child=1 2 -4 -5 -6 -7 12 -9 9 11 14 -13 -14 -15 -16
leaf_value=0.017123756109563598 0.0128928986325901 0.0097985295631537617 0.010953035261493058 -0.0026064756308362821 0.006182025382478396 0.017876005380305243 0.0023076872647877118 0.007824362547653816 0.0076380872449977669 0.0064410102056914487 0.01289369697376661 0.011932539864002608 0.00042908527248569964 0.0078039571947005684 0.0092213558186823811
leaf_weight=54 52 52 57 52 55 66 85 56 54 64 1491 55 68 57 56
leaf_count=54 52 52 57 52 55 66 85 56 54 64 1491 55 68 57 56
internal_value=0 0.00552984 0.00449767 0.00332566 0.0123552 0.0125342 0.00450324 0.0123416 0.0124841 0.0123384 0.012588 0.00897959 0.00319176 0.00451433 0.0127608
internal_weight=0 423 371 314 1951 1896 262 1830 1774 1720 1601 119 210 142 1547
internal_count=2374 423 371 314 1951 1896 262 1830 1774 1720 1601 119 210 142 1547
is_linear=0
shrinkage=0.00527445


Tree=205
num_leaves=20
num_cat=0
split_feature=1 52 1 3 124 1 3 158 4 42 1 52 42 1419 43 3 4 16 43
split_gain=3851.75 813.311 567.958 203.831 199.79 122.357 86.8401 59.4565 82.7532 53.2678 51.6612 45.2366 43.4214 60.5396 41.1553 56.0286 38.6165 28.6348 10.3868
threshold=0.10491000000000002 -0.29521499999999995 0.12394500000000001 -0.029309999999999996 -0.080389999999999989 0.14846500000000004 0.099930000000000005 1.0000000180025095e-35 0.032965000000000001 0.087075000000000014 0.088595000000000021 -0.059354999999999991 0.10799000000000002 0.083440000000000014 -0.065409999999999982 0.16158000000000003 0.029980000000000003 -0.11777499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 14 7 8 10 -9 12 -12 13 -6 -4 -16 -5 -10 -13
right_child=1 2 5 16 6 -7 -8 9 17 -11 11 18 -14 -15 15 -17 -18 -19 -20
leaf_value=0.014402476360761583 0.020360738231867764 0.015187323824366163 0.0052985219947584601 0.0087945268253510449 0.019581677446827751 0.0024611936522204595 0.015790968531946746 0.022061211393486997 0.018539456607500098 0.019177171455723993 0.016489652003394622 0.01940381398876314 0.017769232311375067 0.022554296275119609 0.010170415456350826 0.0062559918541432516 0.011641349591835637 0.016240190846851254 0.018042712211469102
leaf_weight=68 56 100 53 77 960 52 55 102 73 90 78 129 91 54 55 54 66 91 63
leaf_count=68 56 100 53 77 960 52 55 102 73 90 78 129 91 54 55 54 66 91 63
internal_value=0 0.0105471 0.00934445 0.0121988 0.018994 0.00610321 0.0191688 0.0192761 0.0190973 0.0207095 0.019316 0.0182446 0.0195777 0.01974 0.00727208 0.00823143 0.0101086 0.0172638 0.0189574
internal_weight=0 513 457 243 1854 214 1786 1731 1539 192 1375 270 1105 1014 162 109 143 164 192
internal_count=2367 513 457 243 1854 214 1786 1731 1539 192 1375 270 1105 1014 162 109 143 164 192
is_linear=0
shrinkage=0.00272821


Tree=206
num_leaves=23
num_cat=0
split_feature=1 3 1 457 3 2 14 43 3 2 3 124 3 49 3 43 2 2 11 52 43 3
split_gain=5395.43 788.857 464.688 427.755 400.318 364.458 275.029 263.17 192.564 170.569 113.84 82.2857 65.889 52.2964 50.0601 42.7296 42.1111 28.4807 26.3042 20.1672 18.674 7.34746
threshold=0.10808500000000001 -0.052614999999999995 0.094405000000000003 0.048350000000000011 0.31534000000000006 0.114165 0.062655000000000016 -0.024279999999999996 -0.041784999999999996 0.096930000000000016 -0.091164999999999982 -0.065909999999999982 0.085315000000000016 0.11580500000000001 -0.12077499999999998 -0.065804999999999989 0.090225000000000014 0.11693000000000002 0.082245000000000013 0.047850000000000011 -0.019324999999999998 -0.072894999999999988
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 6 8 7 -2 9 11 18 12 -11 -3 14 15 -1 -12 20 -9 -4 -17 -16 -18
right_child=1 4 3 -5 -6 -7 -8 17 -10 10 13 -13 -14 -15 16 19 21 -19 -20 -21 -22 -23
leaf_value=0.017140145559014136 0.017071361656975207 0.0067386757382129946 0.017856593413506729 0.0085456153644051566 0.00047184604655723061 0.0079830298780181851 0.025090896996453917 0.012021753043637709 0.013362171778397398 0.013551966958923653 0.019798533023209209 0.0022100068359778139 0.016647008760302114 0.01551444917371389 0.01955318106306967 0.016520296771861332 0.018388168341541861 0.0092043718263442442 0.02023458899366486 0.018494509579465326 0.020346210646897889 0.01954532461529019
leaf_weight=62 82 67 85 55 80 53 54 53 71 52 98 52 62 56 484 76 190 52 57 76 398 52
leaf_count=62 82 67 85 55 80 53 54 53 71 52 98 52 62 56 484 76 190 52 57 76 398 52
internal_value=0 0.00807076 0.0185615 0.0152612 0.00565808 0.0135036 0.0190943 0.00751017 0.0169951 0.0188927 0.0172486 0.00476 0.0193643 0.0178767 0.0195063 0.0184058 0.0196368 0.0106268 0.0188113 0.0175076 0.0199111 0.0186369
internal_weight=0 439 1928 268 304 135 1660 224 213 1606 358 119 1248 306 1186 250 1124 105 142 152 882 242
internal_count=2367 439 1928 268 304 135 1660 224 213 1606 358 119 1248 306 1186 250 1124 105 142 152 882 242
is_linear=0
shrinkage=0.00270069


Tree=207
num_leaves=26
num_cat=0
split_feature=2 3 2 2 2 0 16 2 0 16 3 16 160 3 16 49 16 2 16 2 130 0 49 0 3
split_gain=3598.31 1680.03 709.026 521.089 376.205 297.344 184.01 146.231 146.025 141.556 130.798 119.433 109.024 68.3438 63.4758 34.41 31.6444 30.301 34.622 28.7496 25.7737 24.4824 6.26449 12.2571 2.43497
threshold=0.13290500000000002 -0.044019999999999997 -1.0000000180025095e-35 0.10746500000000002 0.17000000000000001 -0.07385499999999999 -0.082354999999999984 0.096930000000000016 -0.076639999999999986 -0.059624999999999991 -0.14162499999999997 -0.0036549999999999998 -0.077319999999999986 -0.23303499999999996 -0.06421499999999998 -0.00035499999999999996 -0.036039999999999996 0.090000000000000011 0.0060650000000000009 0.096685000000000007 -0.060079999999999988 -0.093659999999999979 0.0016050000000000003 -0.082709999999999992 -0.077774999999999983
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=1 5 9 11 8 7 -7 10 -2 -3 -1 15 -8 -14 -5 -4 24 18 20 -18 -12 -9 23 -19 -15
right_child=4 2 3 14 -6 6 12 21 -10 -11 17 -13 13 16 -16 -17 19 22 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.027666213034344269 0.005211923126309876 0.0045112064644391957 0.016715874303528264 0.014109755013156535 -0.00028215383367273918 0.014145868337832226 0.016304574504314405 0.018057973953202022 0.01188482688493527 0.011623006233994298 0.025252622687859289 0.022967149685455452 0.024168634163330999 0.022327517788807993 0.0095413747224147149 0.019946600539393726 0.021116631371939747 0.020144568492929508 0.021131840101759673 0.018481227595874547 0.023126352675326759 0.0209218716474368 0.022607261469305907 0.022070182271543594 0.021341496066251506
leaf_weight=59 54 53 67 73 59 52 54 63 83 59 62 94 61 52 52 65 73 52 82 96 738 57 60 93 54
leaf_count=59 54 53 67 73 59 52 54 63 83 59 62 94 61 52 52 65 73 52 82 96 738 57 60 93 54
internal_value=0 0.0205119 0.0151763 0.0173838 0.00638386 0.0219583 0.0197278 0.0227369 0.00925488 0.0082579 0.0230844 0.0202455 0.020472 0.0211417 0.0122096 0.018307 0.0204701 0.0228357 0.0230905 0.0196198 0.0232912 0.0194186 0.0217393 0.0213799 0.0218255
internal_weight=0 2171 463 351 196 1708 442 1266 137 112 1146 226 390 336 125 132 275 1087 882 169 800 120 205 145 106
internal_count=2367 2171 463 351 196 1708 442 1266 137 112 1146 226 390 336 125 132 275 1087 882 169 800 120 205 145 106
is_linear=0
shrinkage=0.00315779


Tree=208
num_leaves=21
num_cat=0
split_feature=4 2 12 15 15 16 11 52 0 52 160 12 43 0 16 12 2 12 16 2
split_gain=518.303 231.629 128.99 61.848 93.7524 75.5983 58.1118 69.9911 52.6132 50.2079 49.3924 37.5384 25.3719 21.7887 43.6948 24.0871 18.689 15.7752 13.2411 5.38904
threshold=0.30163500000000004 0.14234000000000005 -0.077034999999999978 -0.41606999999999994 -0.52461999999999986 -0.53870999999999991 1.0000000180025095e-35 -0.048309999999999992 -0.077914999999999984 -0.101225 0.079055000000000014 0.08425500000000001 0.043850000000000007 -0.093039999999999984 -0.069144999999999984 0.081810000000000008 0.10774000000000002 0.087045000000000025 -0.073494999999999991 0.087830000000000005
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 2 10 4 -2 -5 7 9 -8 16 -1 -11 13 14 -9 -15 17 -4 19 -14
right_child=3 -3 6 5 -6 -7 8 12 -10 11 -12 -13 18 15 -16 -17 -18 -19 -20 -21
leaf_value=0.003677583210004832 0.00083046003728032877 0.0023208681298720201 0.012069928093177366 0.0046379768332701597 0.0081233233107566912 -0.0030238340284326802 0.016850029319074266 0.011533495055159789 0.011163732044656371 0.0044767513243995638 0.0092355103483746787 0.0089916459158884913 0.011667946506014271 0.014751638171870403 0.0066554307910490409 0.011552134001017124 0.0081806033221869766 0.0097134596993142409 0.0083211517204215459 0.009818339574838332
leaf_weight=73 60 74 108 53 94 54 61 120 76 69 61 86 59 52 56 845 76 131 84 75
leaf_count=73 60 74 108 53 94 54 61 120 76 69 61 86 59 52 56 845 76 131 84 75
internal_value=0 0.010242 0.0105305 0.00343293 0.00528226 0.000770814 0.0108356 0.010613 0.0136959 0.00910662 0.00620805 0.0069821 0.0111614 0.0114497 0.00998166 0.0117377 0.0101519 0.0107785 0.00974247 0.0106331
internal_weight=0 2106 2032 261 154 107 1898 1761 137 470 134 155 1291 1073 176 897 315 239 218 134
internal_count=2367 2106 2032 261 154 107 1898 1761 137 470 134 155 1291 1073 176 897 315 239 218 134
is_linear=0
shrinkage=0.00455752


Tree=209
num_leaves=21
num_cat=0
split_feature=1 47 1 124 133 3 52 13 1420 0 16 158 3 3 4 0 0 130 2 52
split_gain=560.533 108.599 79.1988 94.429 57.2811 57.8613 57.0888 45.4996 38.7975 42.0495 30.6285 32.5907 28.2332 37.6254 25.7682 25.6208 24.41 24.35 18.2907 10.7835
threshold=0.11869500000000001 0.085505000000000012 0.089910000000000004 -0.0076699999999999989 -0.0073049999999999999 0.11745500000000002 -0.062629999999999977 -0.099939999999999987 -0.063039999999999985 0.036480000000000005 0.041625000000000002 0.07968500000000002 0.095555000000000015 -0.14162499999999997 0.032965000000000001 -0.092904999999999988 -0.087454999999999991 -0.060079999999999988 0.11626500000000002 -0.44579999999999992
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 6 8 -4 -5 12 -2 -8 -1 10 11 14 13 -6 17 -13 -15 -10 19 -12
right_child=1 -3 3 4 5 -7 7 -9 9 -11 18 15 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=0.016738915901962251 -0.005286562538482348 0.008326891599029598 0.0039868482358142252 0.0055570946625942254 0.014586659927373595 0.0053837389190595176 -0.0018543482704369923 0.0047076744553845948 0.015638697511628198 0.007647431859145324 0.010728649934244524 0.017901932279411295 0.015943711321887554 0.0066074871840525922 0.0090876995267799281 0.012748704668500638 0.011109003676036068 0.011958638608971608 0.012808019872391635 0.0075901659017736378
leaf_weight=53 52 72 95 73 87 52 64 82 66 84 62 58 52 53 99 76 182 858 53 94
leaf_count=53 52 72 95 73 87 52 64 82 66 84 62 58 52 53 99 76 182 858 53 94
internal_value=0 0.00219231 0.0111217 0.009318 0.0103328 0.0111511 -3.81326e-05 0.00183074 0.0118344 0.0116551 0.0119015 0.012273 0.0119528 0.0113081 0.0119184 0.0149797 0.010094 0.0122216 0.00984498 0.00883791
internal_weight=0 270 2097 594 499 426 198 146 1503 1450 1366 1157 374 322 1023 134 235 924 209 156
internal_count=2367 270 2097 594 499 426 198 146 1503 1450 1366 1157 374 322 1023 134 235 924 209 156
is_linear=0
shrinkage=0.00583293


Tree=210
num_leaves=23
num_cat=0
split_feature=1 2 15 1 43 2 2 3 14 2 3 16 475 1446 160 42 2 2 42 401 484 15
split_gain=233.054 90.6273 64.3867 79.955 104.977 60.5079 68.9841 49.4299 40.477 34.6075 31.2356 31.0695 28.3415 25.1612 24.7147 27.3944 23.9541 18.7838 17.1059 14.3743 14.8926 3.79153
threshold=0.12007000000000002 0.093365000000000017 0.022565000000000005 0.088595000000000021 -0.00013499999999999997 -1.0000000180025095e-35 0.12358500000000001 0.11745500000000002 0.076975000000000002 0.10713500000000002 0.11191000000000002 -0.14001499999999997 -0.087794999999999998 0.083715000000000026 0.0065900000000000012 0.080060000000000006 -0.0091949999999999983 0.10322500000000003 0.088305000000000008 0.084055000000000019 0.088765000000000011 0.086070000000000021
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 11 -5 -2 -7 9 12 -6 -8 -3 -1 16 15 -13 -14 -4 -15 20 -18 -21
right_child=5 2 17 4 7 6 10 -9 -10 -11 -12 14 13 18 -16 -17 19 -19 -20 21 -22 -23
leaf_value=0.0056884541259316522 -0.0016829237618708975 0.012555924155081588 0.0086485492151788888 -0.0015827752339660601 0.0052843551416984552 0.010538058148225553 0.00013533964383778503 0.0020206666819166971 0.014915485119229273 0.011234186935803898 0.0053688426476893739 0.0047143363730741258 0.0063665398530967825 0.013821153507641779 0.011038496408034429 0.0090399858730300774 0.0094447110868925536 0.012375598493717823 0.0097353932115722443 0.012686278680197925 0.012153569266843665 0.010761937524284898
leaf_weight=52 58 52 87 72 59 52 69 55 52 68 79 101 66 86 56 89 877 88 54 61 71 74
leaf_count=52 58 52 87 72 59 52 69 55 52 68 79 101 66 86 56 89 877 88 54 61 71 74
internal_value=0 0.00914584 0.00751933 0.00656694 0.00422417 0.003426 0.00490789 0.00652176 0.00999467 0.00847057 0.00292931 0.0085636 0.00980381 0.00996978 0.00771945 0.00674088 0.00969242 0.0105231 0.0122457 0.00989505 0.00964765 0.0116319
internal_weight=0 2120 727 552 254 258 200 182 1393 127 148 298 1341 1289 246 190 1149 175 140 1083 948 135
internal_count=2378 2120 727 552 254 258 200 182 1393 127 148 298 1341 1289 246 190 1149 175 140 1083 948 135
is_linear=0
shrinkage=0.00568196


Tree=211
num_leaves=12
num_cat=0
split_feature=13 15 1375 43 14 15 48 52 2 52 15
split_gain=117.56 92.6851 66.6398 61.4176 56.9969 43.8339 41.0491 31.6007 34.7289 27.8942 21.3188
threshold=-0.33260499999999998 -0.37478999999999996 -0.13067499999999996 -0.072864999999999985 0.078400000000000011 -0.087734999999999994 0.12737000000000001 -0.5635699999999999 0.090000000000000011 1.0000000180025095e-35 -0.11764999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 6 -1 7 -4 10 -10 -9
right_child=1 2 4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.0049405666190777747 -0.0013871877092368429 0.0013016024670982871 0.012127692343601277 0.006168062761981034 0.013469262609154225 -0.0022335866613627927 0.0030984046479277409 0.011135708634233075 0.0057659601917367043 0.0079488714088934362 0.0080701202301589996
leaf_weight=54 61 52 52 79 55 55 62 78 429 333 1068
leaf_count=54 61 52 52 79 55 55 62 78 429 333 1068
internal_value=0 0.00733467 0.00762785 0.0028757 0.00778621 0.00132003 0.0076316 0.00777496 0.0076563 0.00671999 0.00827883
internal_weight=0 2269 2129 140 2077 109 2022 1960 1908 762 1146
internal_count=2378 2269 2129 140 2077 109 2022 1960 1908 762 1146
is_linear=0
shrinkage=0.0056566


Tree=212
num_leaves=15
num_cat=0
split_feature=3 9 4 1375 3 15 2 12 11 15 15 4 475 49
split_gain=155.762 87.35 62.8346 42.8455 60.1858 52.4981 42.0779 42.5393 41.1932 38.7108 36.306 35.7781 31.1946 17.4068
threshold=0.31343500000000007 -1.0000000180025095e-35 0.40330500000000008 -0.097394999999999982 -0.00079499999999999981 -0.036064999999999993 0.095935000000000006 1.0000000180025095e-35 0.075910000000000019 -0.46319999999999995 0.0056700000000000006 0.42405000000000009 -0.071829999999999991 -0.081019999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 8 -8 13 -4 -7 -11 -9 -5
right_child=-2 2 9 4 5 10 7 12 -10 11 -12 -13 -14 -15
leaf_value=-0.00031681423403277651 -0.0014974586588720269 0.0013180355305757673 0.0059193508486614947 0.0034086750856781784 0.011194461472374843 0.0041944730408994078 0.0013789476284593943 0.0082762829258782346 0.010148289958026841 0.0035409571538183343 0.0093728631555220487 -0.0019665311098586904 0.0043939820457447928 0.0059065608078367072
leaf_weight=64 83 52 55 70 85 79 97 58 53 59 54 53 317 1199
leaf_count=64 83 52 55 70 85 79 97 58 53 59 54 53 317 1199
internal_value=0 0.00528676 0.00544753 0.00567982 0.00579252 0.00820702 0.00549909 0.00425165 0.00594443 0.00257638 0.00629737 0.000934271 0.00499458 0.00576881
internal_weight=0 2295 2231 2064 2012 218 1794 472 1322 167 133 112 375 1269
internal_count=2378 2295 2231 2064 2012 218 1794 472 1322 167 133 112 375 1269
is_linear=0
shrinkage=0.00486547


Tree=213
num_leaves=32
num_cat=0
split_feature=1 1 2 0 133 13 2 40 1 150 2 13 11 43 0 0 1 13 481 13 2 50 2 0 13 403 0 43 2 2 13
split_gain=4425.59 638.985 454.542 447.175 248.076 213.25 202.457 179.194 130.755 183.01 86.0177 38.573 38.2906 59.7486 35.2611 33.1714 33.2437 27.5833 23.0806 20.4516 18.9268 18.6002 14.7397 24.3819 10.9615 9.71754 13.0732 7.9421 7.00029 4.57726 1.796
threshold=0.104035 0.13130500000000003 0.093365000000000017 -0.12608499999999997 0.085650000000000018 -1.0000000180025095e-35 0.10731 -0.03549999999999999 0.083555000000000018 0.083205000000000015 0.11736500000000001 -0.0013449999999999996 1.0000000180025095e-35 -0.074204999999999979 -0.13892999999999997 -0.095104999999999981 0.092415000000000011 -0.33260499999999998 -0.085474999999999982 -0.061199999999999991 0.088625000000000023 0.090980000000000019 0.10244500000000002 -0.078454999999999983 -0.016999999999999998 -0.088434999999999986 -0.083489999999999995 -0.017259999999999998 0.083855000000000013 0.091250000000000012 -0.064754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 11 6 17 19 -4 14 15 12 -2 13 24 -1 -10 27 -3 -16 -5 25 -18 23 -15 -9 26 -20 -17 -27 30 -22
right_child=1 5 7 4 -6 -7 -8 10 9 -11 -12 -13 -14 22 18 16 21 -19 20 -21 29 -23 -24 -25 -26 28 -28 -29 -30 -31 -32
leaf_value=0.05074963001281247 0.031284775614759029 0.026434884145167387 0.038193581522459746 0.046882175357222507 0.034992088919793468 0.035721585670829566 0.037942184690368107 0.047171725047394197 0.044428262848986495 0.040983047699038544 0.041377272044816803 0.034947978806898997 0.047673478922482575 0.042574615903329727 0.049687184007141019 0.047382722172951898 0.044398729767787054 0.029576622636845368 0.048390286142961862 0.044087367199594753 0.046959955284735094 0.04712571175034997 0.04262739885987659 0.045448061496999231 0.04530558603464159 0.047265770319383817 0.046097935708310563 0.048748399807452505 0.04855017421656696 0.046365854048057306 0.047748448155798852
leaf_weight=52 59 54 54 54 57 60 59 80 52 68 81 65 53 52 76 90 52 68 55 60 72 57 92 83 61 55 54 100 346 84 73
leaf_count=52 59 54 54 54 57 60 59 80 52 68 81 65 53 52 76 90 52 68 55 60 72 57 92 83 61 55 54 100 346 84 73
internal_value=0 0.0356524 0.0463319 0.0382136 0.0409136 0.0306707 0.0428644 0.0438599 0.0474006 0.0458985 0.0444694 0.0332053 0.0450642 0.0446883 0.0481265 0.0468507 0.0472719 0.0281863 0.0479591 0.0454115 0.0477814 0.0458251 0.043647 0.0443415 0.0463646 0.048135 0.0472549 0.0481017 0.0483741 0.0469937 0.0473572
internal_weight=0 536 1842 354 230 182 173 556 1286 419 502 124 421 368 867 351 299 122 815 114 739 109 227 135 141 510 109 190 401 229 145
internal_count=2378 536 1842 354 230 182 173 556 1286 419 502 124 421 368 867 351 299 122 815 114 739 109 227 135 141 510 109 190 401 229 145
is_linear=0
shrinkage=0.00327093


Tree=214
num_leaves=18
num_cat=0
split_feature=3 4 0 4 48 3 1 457 2 3 43 13 13 2 12 12 2
split_gain=138.591 81.9496 38.5059 110.118 33.5638 44.9527 58.1229 31.7668 29.8447 35.5364 23.3538 25.46 29.3169 22.9285 20.7728 18.8424 5.18468
threshold=0.31343500000000007 0.024315000000000003 -0.11208499999999998 -0.030434999999999993 0.11553500000000001 0.077930000000000013 0.13130500000000003 0.085130000000000025 -0.0091949999999999983 -0.038414999999999998 0.082870000000000013 -0.089899999999999994 0.014185000000000001 0.098215000000000011 0.099815000000000015 0.083425000000000013 0.10796500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 10 8 -4 14 11 -3 -13 -11 15 -10 -16
right_child=-2 4 7 -5 -6 -7 -8 -9 9 13 -12 12 -14 -15 16 -17 -18
leaf_value=0.011363527504765622 0.00034648681144061751 0.0028438319382332582 0.0042881658572351952 0.0015392633255349214 0.0016856933474712901 0.010230766288753254 0.0010022067269916306 0.012157172676143566 0.0055979538506859593 0.013839067016825891 0.0095818154678903571 0.0078525536071617393 0.0030705015011907874 0.0088184206268026623 0.0058076651543316621 0.0087147310274679462 0.0076825402415950268
leaf_weight=60 83 68 54 87 55 76 72 72 64 61 63 172 52 53 115 1094 77
leaf_count=60 83 68 54 87 55 76 72 72 64 61 63 172 52 53 115 1094 77
internal_value=0 0.00768475 0.00828228 0.00554957 0.00582457 0.00627701 0.00557316 0.00853489 0.00836304 0.00851331 0.00650005 0.00583495 0.0067427 0.0115054 0.00826059 0.00854253 0.00655988
internal_weight=0 2295 1737 147 558 503 427 1590 1518 1464 355 292 224 114 1350 1158 192
internal_count=2378 2295 1737 147 558 503 427 1590 1518 1464 355 292 224 114 1350 1158 192
is_linear=0
shrinkage=0.00557835


Tree=215
num_leaves=14
num_cat=0
split_feature=97 4 15 15 447 39 52 52 15 41 4 4 15
split_gain=124.908 78.5887 92.1709 84.6135 30.8568 32.252 28.4305 64.8052 45.1039 31.9928 72.4142 22.7187 15.5909
threshold=-0.0047149999999999996 0.41181500000000004 -0.42759999999999992 -0.14820999999999998 0.084700000000000011 0.096325000000000008 -0.043914999999999989 -0.101225 -0.092059999999999989 0.077565000000000009 -0.37626499999999991 0.53076500000000015 -0.079799999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 -2 5 6 7 12 -9 10 -8 -3 -5
right_child=1 2 -4 4 -6 -7 9 8 -10 -11 -12 -13 -14
leaf_value=-0.0018643925033055178 0.010758780369482778 0.0081617269049589526 -0.0012783925440326613 0.0086571387714894504 0.0026248425669212171 0.0020832887635701992 0.012473581467403299 -0.0011412825960873717 0.0043449537023237672 0.0027550672426037343 0.0064735548422206381 0.0034720860703706643 0.0059582089368521388
leaf_weight=58 103 57 87 74 74 54 57 56 147 57 1226 55 269
leaf_count=58 103 57 87 74 74 54 57 56 147 57 1226 55 269
internal_value=0 0.00586489 0.00273851 0.00615875 0.00592347 0.00604926 0.00616279 0.00516161 0.00283124 0.00657069 0.00674016 0.00585927 0.00654065
internal_weight=0 2316 199 2117 2014 1940 1886 546 203 1340 1283 112 343
internal_count=2374 2316 199 2117 2014 1940 1886 546 203 1340 1283 112 343
is_linear=0
shrinkage=0.00520269


Tree=216
num_leaves=22
num_cat=0
split_feature=1 12 1 2 15 2 12 2 12 48 43 11 51 49 0 133 160 2 12 2 43
split_gain=1073.64 213.758 181.231 161.292 80.1002 76.6211 66.0814 66.0352 51.5041 36.1167 35.6175 24.0083 46.6443 20.4905 19.4083 17.2363 15.3964 12.6871 10.8557 9.04128 7.94403
threshold=0.11695500000000002 0.054520000000000006 0.092485000000000026 0.15020000000000003 -0.037184999999999996 -0.0050599999999999994 -1.0000000180025095e-35 0.11891500000000001 0.099815000000000015 0.085510000000000017 -0.23919999999999997 1.0000000180025095e-35 -0.095799999999999982 -0.042269999999999995 -0.10891999999999999 0.11524500000000001 -1.0000000180025095e-35 0.095935000000000006 0.087675000000000017 0.10028500000000001 -0.043589999999999997
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 2 4 5 -1 -2 9 -7 11 -4 -10 12 -3 -8 -14 18 -12 -13 -16 -18 -17
right_child=3 8 6 -5 -6 7 13 -9 10 -11 16 17 14 -15 15 20 19 -19 -20 -21 -22
leaf_value=0.017370916400134353 0.0038827664151416027 0.012233915188489316 0.0048545552149275202 0.00085371504293542974 0.012196328430836569 0.012288245956544649 0.0094110359148432982 0.0070638720615996574 0.016165964728159642 0.0094225959323478211 0.010802777992955228 0.018159028737265728 0.012886068906321258 0.012595045815383749 0.015955379027192341 0.015338071294229132 0.012066257863442814 0.015559986064049593 0.015114332853351618 0.014024078709749603 0.013433236319403307
leaf_weight=89 59 89 54 71 100 64 53 94 53 55 59 60 54 80 470 53 65 59 504 88 101
leaf_count=89 59 89 54 71 100 64 53 94 53 55 59 60 54 80 470 53 65 59 504 88 101
internal_value=0 0.0142111 0.011723 0.00604262 0.0146333 0.00774018 0.00945002 0.00918034 0.014859 0.00715992 0.0132555 0.0151647 0.0150049 0.0113265 0.0152135 0.0153249 0.0125277 0.0168708 0.0155202 0.0131926 0.0140891
internal_weight=0 2086 431 288 189 217 242 158 1655 109 265 1390 1271 133 1182 1128 212 119 974 153 154
internal_count=2374 2086 431 288 189 217 242 158 1655 109 265 1390 1271 133 1182 1128 212 119 974 153 154
is_linear=0
shrinkage=0.0039656


Tree=217
num_leaves=30
num_cat=0
split_feature=1 1 12 1 2 12 49 1 12 4 13 3 1 4 4 160 16 4 12 12 4 12 3 12 3 2 16 4 12
split_gain=1888.41 403.997 209.615 161.131 116.564 82.6575 107.261 73.6796 78.0606 71.94 41.3269 39.7014 39.6818 35.6984 33.9017 25.5602 57.1581 35.4425 27.565 17.932 16.5244 10.0904 9.06815 6.79484 9.35869 6.38159 7.75168 5.80364 3.19486
threshold=0.10491000000000002 0.12500000000000003 0.085090000000000013 0.14882500000000001 0.091955000000000023 0.054520000000000006 0.047620000000000003 0.089875000000000024 0.087045000000000025 -0.013024999999999998 -0.07150999999999999 0.045635000000000002 0.077300000000000021 0.094510000000000025 -0.077604999999999993 -0.047679999999999993 -0.0090499999999999973 -0.11205499999999999 0.081095000000000014 0.090135000000000007 -0.011154999999999998 0.084645000000000012 -0.077039999999999983 0.09159500000000001 -0.079979999999999982 0.084825000000000025 -0.079464999999999994 -0.049744999999999991 0.090630000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 10 7 6 -6 15 -9 -4 -3 13 14 -2 -7 16 21 -17 -19 -16 27 -1 -22 -10 -25 26 -20 -21 -27
right_child=1 3 9 -5 5 12 -8 8 23 -11 -12 -13 -14 -15 19 17 -18 18 25 20 22 -23 -24 24 -26 28 -28 -29 -30
leaf_value=0.014982324009959098 0.0040191626194772245 0.0035860107022968593 0.014258698112115022 -0.00078277899203757625 0.0083053978966081809 0.010165573698694086 0.013271132703142872 0.0091180339854249857 0.013918442946431037 0.0098438126533055195 0.0066592421930319308 0.0084641533405199147 0.014994092674408462 0.0073790051152566255 0.014051934325625976 0.016544282776871633 0.011438504010351581 0.016022055906597343 0.014568130153208819 0.012587980024529859 0.012580803054311371 0.013583409736001332 0.011145027219198387 0.011772329839194075 0.013376272846138442 0.013786052855615922 0.013379821530699164 0.013737482164017777 0.01311554893366311
leaf_weight=78 53 74 54 53 95 52 60 55 56 74 74 76 55 54 66 53 99 56 177 94 62 101 95 54 73 274 64 63 80
leaf_count=78 53 74 54 53 95 52 60 55 56 74 74 76 55 54 66 53 99 56 177 94 62 101 95 54 73 274 64 63 80
internal_value=0 0.00677732 0.00885303 0.00356548 0.0130804 0.0120775 0.0102278 0.0136082 0.0121563 0.0117066 0.00512284 0.00685694 0.0126662 0.00571507 0.0123697 0.0139601 0.0132123 0.0142553 0.0140689 0.0126712 0.0123809 0.0141932 0.0117122 0.0130692 0.0126945 0.013885 0.0142527 0.0130494 0.0136346
internal_weight=0 512 311 201 1862 642 155 1220 238 128 148 183 487 107 432 982 278 704 651 380 314 179 157 183 127 595 241 157 354
internal_count=2374 512 311 201 1862 642 155 1220 238 128 148 183 487 107 432 982 278 704 651 380 314 179 157 183 127 595 241 157 354
is_linear=0
shrinkage=0.00290658


Tree=218
num_leaves=11
num_cat=0
split_feature=1 1348 97 149 4 3 158 42 1186 42
split_gain=195.591 95.1915 95.6029 82.9941 73.2807 31.4334 29.8485 40.5388 23.9397 15.3258
threshold=0.14882500000000001 0.084895000000000012 -0.0047149999999999996 0.07770500000000001 0.30163500000000004 0.17646500000000004 1.0000000180025095e-35 0.081180000000000016 0.083785000000000012 0.086855000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -4 -6
right_child=-2 -3 3 -5 9 -7 7 -9 -10 -11
leaf_value=-0.00043794608114134753 -0.003674202643345394 -0.00075649805599534679 0.0060876514133887246 0.011845860239042379 0.0039895697828602888 0.0024395519022962905 0.01031633382771097 0.0061767226108451227 0.0027940298638651252 0.001015527232841124
leaf_weight=55 53 52 1657 55 99 53 92 137 53 68
leaf_count=55 53 52 1657 55 99 53 92 137 53 68
internal_value=0 0.00569251 0.00584033 0.00599631 0.00584727 0.00610449 0.00620464 0.00784002 0.0059856 0.00277889
internal_weight=0 2321 2269 2214 2159 1992 1939 229 1710 167
internal_count=2374 2321 2269 2214 2159 1992 1939 229 1710 167
is_linear=0
shrinkage=0.00482142


Tree=219
num_leaves=16
num_cat=0
split_feature=4 3 12 43 2 3 2 43 11 3 12 43 12 4 2
split_gain=2447.43 765.335 524.504 286.728 212.409 154.162 121.656 73.3734 72.4378 150.07 77.9704 54.1048 48.5167 48.3717 48.1506
threshold=0.30163500000000004 0.20828500000000003 -0.011819999999999999 -0.031974999999999996 0.12358500000000001 0.16158000000000003 0.13538500000000001 -0.085474999999999982 1.0000000180025095e-35 -0.12077499999999998 0.092550000000000007 -0.00013499999999999997 0.093225000000000016 -0.0086449999999999982 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 8 6 11 -1 9 -4 14 -2 -10 -12 -11
right_child=5 -3 4 -5 -6 -7 -8 -9 12 10 13 -13 -14 -15 -16
leaf_value=0.013884652009712783 0.0087592478086988609 0.0071605698777604445 0.014213582577531964 0.019769946334929137 0.014025465026877649 0.0031912983467866913 0.0051134070445139337 0.0088892320667673629 0.023659726605568487 0.020614617998814568 0.019270636674814472 0.012542360272568382 0.019772694368203138 0.017161147169878429 0.019232742721423189
leaf_weight=52 73 59 55 55 73 52 52 73 73 686 336 84 61 169 421
leaf_count=52 73 59 55 55 73 52 52 73 73 686 336 84 61 169 421
internal_value=0 0.0185678 0.0188955 0.0136574 0.0193986 0.0081415 0.00937296 0.0109676 0.0196163 0.0194335 0.0196116 0.0107836 0.0218905 0.0185648 0.0200891
internal_weight=0 2113 2054 180 1874 261 209 125 1801 1667 1612 157 134 505 1107
internal_count=2374 2113 2054 180 1874 261 209 125 1801 1667 1612 157 134 505 1107
is_linear=0
shrinkage=0.00321214


Tree=220
num_leaves=17
num_cat=0
split_feature=4 2 123 2 49 11 2 3 4 3 0 3 160 3 4 42
split_gain=1519.18 600.207 398.634 146.779 148.372 76.2432 69.2316 63.6917 59.1041 91.5377 45.8364 28.4866 24.3144 38.9974 19.8812 15.5865
threshold=0.30163500000000004 0.14106500000000002 1.0000000180025095e-35 0.10045500000000002 -0.036809999999999996 0.074925000000000005 0.13673000000000005 -0.12077499999999998 -0.14538499999999996 0.088465000000000002 -0.079954999999999984 -0.011259999999999997 -1.0000000180025095e-35 -0.00094999999999999989 0.0015850000000000003 0.079170000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 12 -1 -9 -10 -6 -4 -2 -14 15 -12
right_child=6 -3 11 4 10 -7 -8 8 9 -11 14 -13 13 -15 -16 -17
leaf_value=0.012135028206391393 0.0090613829656894483 0.0051059052701284552 0.0072971872399010948 0.008631361616646599 0.012198082684691589 0.019537679668078026 0.0035942946202462784 0.019285329524897411 0.01593164571575785 0.01150154906150236 0.015098613281603238 0.010649262230313013 0.0083499241513391061 0.0045779670383017963 0.013622196774782616 0.017248596807042327
leaf_weight=52 62 69 55 57 75 62 77 55 1327 54 120 58 62 60 66 55
leaf_count=52 62 69 55 57 75 62 77 55 1327 54 120 58 62 60 66 55
internal_value=0 0.014776 0.0151038 0.0154613 0.0135833 0.0159133 0.00624922 0.0157622 0.0158936 0.0157584 0.0144764 0.00901804 0.00736006 0.00649516 0.0151852 0.0157745
internal_weight=0 2105 2036 1923 373 1550 261 1488 1436 1381 316 113 184 122 241 175
internal_count=2366 2105 2036 1923 373 1550 261 1488 1436 1381 316 113 184 122 241 175
is_linear=0
shrinkage=0.00333357


Tree=221
num_leaves=11
num_cat=0
split_feature=130 4 123 14 0 40 1428 42 12 12
split_gain=98.6661 99.8998 88.2989 69.3322 72.7937 39.1766 36.2707 32.5162 31.4833 11.9552
threshold=-0.076894999999999977 -0.048624999999999995 0.099780000000000021 -0.073114999999999986 -0.22607999999999998 -0.083709999999999993 1.0000000180025095e-35 -0.079234999999999986 0.083425000000000013 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 7 9 -9 -7
right_child=2 -3 -4 4 5 6 -8 8 -10 -11
leaf_value=0.0069198713648574205 0.012018941746515285 -0.0040241257673746048 -0.00016380828568787699 0.0016302361358223713 0.0024198343516455148 0.010345972022383729 0.011593843283151417 0.005276190511686576 0.007273218726223921 0.0080310689743901108
leaf_weight=56 96 56 56 82 56 116 65 338 1232 213
leaf_count=56 96 56 56 82 56 116 65 338 1232 213
internal_value=0 0.00144732 0.00701975 0.0072028 0.00698281 0.00720006 0.00733633 0.00719057 0.00684332 0.00884745
internal_weight=0 112 2254 2198 2102 2020 1964 1899 1570 329
internal_count=2366 112 2254 2198 2102 2020 1964 1899 1570 329
is_linear=0
shrinkage=0.00579408


Tree=222
num_leaves=29
num_cat=0
split_feature=1 1456 12 1 12 40 12 457 12 3 16 1 13 3 457 50 13 15 3 403 49 15 16 16 13 3 13 3
split_gain=97.5719 64.5239 48.88 77.2149 66.1053 44.7349 69.9263 51.9882 37.2716 30.9561 30.3458 27.2651 23.857 21.5387 18.3258 15.6765 15.2161 14.3385 14.6106 13.8257 12.937 11.2293 8.42365 6.66935 5.7517 5.47 5.06106 1.08145
threshold=0.088595000000000021 -0.00059999999999999995 0.087215000000000015 0.12958500000000003 -0.12529499999999996 -0.063404999999999989 -0.010219999999999998 0.080930000000000016 0.091625000000000012 -0.097574999999999981 -0.016354999999999998 0.11530500000000002 -0.11122999999999998 -0.12077499999999998 0.035070000000000011 0.10944000000000002 -0.080299999999999996 -0.035449999999999988 -0.116045 -0.10138499999999999 0.11580500000000001 0.088795000000000013 0.0060650000000000009 0.0070300000000000007 0.00084500000000000016 -0.077354999999999993 -0.044684999999999996 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 17 -3 10 -7 11 12 -10 -6 -8 -1 -14 15 19 -11 22 -19 27 23 -21 -4 24 26 -20 -18 -15
right_child=1 2 3 -5 5 6 7 -9 9 16 -12 -13 13 14 -16 -17 20 18 25 21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.010354194589065438 0.0098816493097454664 0.0081660352939921573 0.005776663993769999 -0.0012324260783615352 0.0019661952513129835 -0.0048506201870534491 0.0049727065054520443 -0.0027584097675478953 0.0015638645524654023 0.0081053372890292283 0.0071472071204008803 0.00014899786293764985 0.0035614882746015006 0.0055524630161407533 0.009601804583894865 0.0039779686604001349 0.00479324857014505 0.0093633556138208156 0.0052426925339353206 0.0074721859709524661 0.0026249892059508418 0.0054868219696273292 0.002954108117714899 0.0072367843617990764 0.0037207152645989182 0.0074439523311210622 0.0070153718918153571 0.0044299026399094825
leaf_weight=56 53 54 77 52 80 61 111 56 71 60 61 53 65 55 69 63 72 55 97 547 55 104 56 58 63 54 56 52
leaf_count=56 53 54 77 52 80 61 111 56 71 60 61 53 65 55 69 63 72 55 97 547 55 104 56 58 63 54 56 52
internal_value=0 0.00395602 0.00359371 0.00504303 0.00240308 0.0016655 0.0003895 0.00184271 0.00626058 0.0049062 0.00420804 0.00341419 0.00684326 0.00663732 0.0068619 0.00663155 0.00555798 0.00600581 0.00692047 0.00685202 0.00505501 0.00715511 0.00458866 0.00559153 0.00509161 0.00603029 0.00576589 0.00500747
internal_weight=0 920 867 391 476 422 281 220 1446 435 141 164 1011 955 890 821 364 339 206 758 304 651 133 249 191 151 128 107
internal_count=2366 920 867 391 476 422 281 220 1446 435 141 164 1011 955 890 821 364 339 206 758 304 651 133 249 191 151 128 107
is_linear=0
shrinkage=0.00553159


Tree=223
num_leaves=18
num_cat=0
split_feature=1 130 376 148 51 457 13 0 0 43 3 457 13 51 16 51 4
split_gain=67.4931 126.024 47.2318 52.8684 58.7161 46.5654 27.8551 45.6783 27.0943 34.4488 38.3979 19.0588 18.4805 16.5162 15.5115 10.0035 10.4465
threshold=0.088595000000000021 -0.077029999999999987 0.086445000000000008 -1.0000000180025095e-35 0.11728000000000001 0.078435000000000019 -0.089899999999999994 -0.10803999999999998 0.040035000000000008 -0.14726499999999995 -0.10122999999999999 0.035070000000000011 0.0052200000000000015 -0.16381499999999996 -0.078074999999999992 0.11024000000000002 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 6 7 -5 9 14 -11 12 15 -8 -1 16 -12
right_child=1 2 -4 4 -6 -7 13 -9 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0068886998194248941 -0.0057434306226407028 -0.00054162321700122642 -0.0014933293308466349 0.0057004249301962177 0.011257496512835254 -0.00062620607759150584 0.0089818530532739301 -0.0016343597561598807 0.002604897398326212 0.00064015626221960021 0.006478874471253439 0.0091194455585400323 0.0028951256688346592 0.0054219557183207336 0.01138970877492315 0.0033795531768192021 0.0046854962530289328
leaf_weight=56 52 70 52 80 57 60 58 57 92 54 824 74 78 434 65 52 151
leaf_count=56 52 70 52 80 57 60 58 57 92 54 824 74 78 434 65 52 151
internal_value=0 0.00372467 0.00429196 0.00466071 0.00514896 0.00464351 0.00514629 0.00264824 0.00589443 0.0061179 0.00580487 0.00604136 0.00583517 0.00584175 0.00930715 0.0060584 0.0062012
internal_weight=0 920 868 816 746 689 629 137 1446 1354 1233 1179 1105 492 121 1027 975
internal_count=2366 920 868 816 746 689 629 137 1446 1354 1233 1179 1105 492 121 1027 975
is_linear=0
shrinkage=0.00626178


Tree=224
num_leaves=20
num_cat=0
split_feature=149 1 4 148 475 14 1 151 51 3 4 52 12 475 12 403 13 3 49
split_gain=51.9093 55.8908 67.4285 77.0169 87.0936 44.7411 54.6761 33.2175 26.3009 27.6833 21.0284 19.9231 18.8957 10.8855 9.7185 9.30727 19.4227 6.15849 5.65244
threshold=0.07770500000000001 0.080270000000000022 -0.17689999999999997 -1.0000000180025095e-35 -0.082549999999999998 -1.0000000180025095e-35 0.12450500000000002 -0.084129999999999996 0.11178000000000002 -0.055389999999999988 0.036620000000000007 -0.24264499999999997 0.11304500000000002 -0.081364999999999979 -0.036614999999999988 0.092070000000000013 0.065195000000000017 -0.08441499999999999 -0.0043999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 11 -4 -5 -6 7 -7 9 12 -11 -3 13 18 -8 16 -15 -17 -1
right_child=-2 2 3 4 5 6 14 -9 -10 10 -12 -13 -14 15 -16 17 -18 -19 -20
leaf_value=0.0045912576163111892 0.0084563987153795737 0.00437666835987063 -0.0028469790453272935 -0.0041543749847466303 0.0066070089601682081 -0.00027043474426662859 0.00080771103945551114 0.0037059693505443279 0.00098109519186829726 0.0093394297613182669 0.0046597945887945028 0.0088675348322446463 0.0010567313515726848 0.0041488935183770555 -0.0021400905777128822 0.0068661225700782473 0.001249779078389249 0.0044093839046341968 0.0067930814332095267
leaf_weight=65 61 62 83 52 87 68 66 513 68 54 56 52 54 702 62 52 73 67 69
leaf_count=65 61 62 83 52 87 68 66 513 68 54 56 52 54 702 62 52 73 67 69
internal_value=0 0.00345829 0.00254387 0.00206849 0.00254967 0.0029877 0.0025435 0.00324047 0.00421663 0.00440115 0.00695759 0.00642563 0.00414121 0.00430318 -0.000619684 0.00408993 0.00387589 0.0054834 0.00572546
internal_weight=0 2305 1045 931 848 796 709 581 1260 1192 110 114 1082 1028 128 894 775 119 134
internal_count=2366 2305 1045 931 848 796 709 581 1260 1192 110 114 1082 1028 128 894 775 119 134
is_linear=0
shrinkage=0.00534708


Tree=225
num_leaves=15
num_cat=0
split_feature=4 13 49 49 4 16 43 4 4 457 13 4 43 16
split_gain=55.7961 58.1838 38.032 37.7304 32.1285 27.8762 27.5226 24.9772 23.6731 23.1313 20.9221 20.0688 10.3957 9.82196
threshold=0.27044500000000005 -0.16392499999999996 0.0016050000000000003 0.14255500000000002 -0.49862999999999996 -0.11118499999999999 -0.14265999999999998 0.49433000000000005 -0.13833499999999996 0.062030000000000009 -0.057284999999999996 -0.032764999999999996 -0.085154999999999995 -0.18776499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -3 12 11 -2 -8 -10 -9 -7 -6 -14
right_child=2 3 -4 -5 5 6 8 10 9 -11 -12 -13 13 -15
leaf_value=-0.00093999178982109334 -0.0030680967172977695 0.0070612707231691718 0.0051279333394077063 -0.00063257130425973477 0.0034255249023268618 0.0042690422823166612 0.00023066626176387181 0.0031103984431905497 0.0037106327658528648 0.0011265564219748716 -0.0013724403379544235 0.00849473957855491 0.0076314800777765798 0.0049890283879591791
leaf_weight=84 67 103 53 58 52 97 75 76 1287 121 59 57 89 91
leaf_count=84 67 103 53 58 52 97 75 76 1287 121 59 57 89 91
internal_value=0 0.00366644 0.000868918 0.00385708 0.00398916 0.00381982 0.00356001 -0.000248248 0.00332388 0.00348861 0.00115079 0.00583349 0.00565281 0.00629591
internal_weight=0 2114 255 2030 1972 1869 1637 202 1483 1408 135 154 232 180
internal_count=2369 2114 255 2030 1972 1869 1637 202 1483 1408 135 154 232 180
is_linear=0
shrinkage=0.00564887


Tree=226
num_leaves=26
num_cat=0
split_feature=1 2 1 457 12 12 13 2 3 0 16 2 0 16 12 12 2 16 16 12 16 0 131 3 52
split_gain=1766.5 356.133 219.169 218.528 187.918 130.143 128.774 113.819 87.9132 59.4523 53.6115 47.8493 41.758 40.1788 29.3478 26.381 29.4328 22.632 33.8518 18.2762 13.0966 9.58019 11.6358 8.72492 6.02753
threshold=0.109225 0.14823500000000003 0.089790000000000023 0.080930000000000016 -0.036614999999999988 -1.0000000180025095e-35 -0.085719999999999977 0.09857500000000001 -0.14619999999999997 -0.042364999999999993 -0.063814999999999997 -0.0050599999999999994 -0.14454499999999995 -0.101115 0.090255000000000016 0.087615000000000012 0.074875000000000011 0.31615500000000002 0.0060650000000000009 0.08073000000000001 -0.039889999999999988 -0.076639999999999986 0.078765000000000016 -0.079594999999999985 0.074235000000000009
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=2 4 7 5 11 -4 -6 8 -1 14 -8 -2 -10 -7 -9 16 -14 18 20 -18 -15 22 -17 -16 -25
right_child=1 -3 3 -5 6 13 10 9 12 -11 -12 -13 15 17 23 21 19 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.022962544687743596 0.0040187160052375798 0.001159709269289157 0.010698528340753509 0.0088384961344611726 0.0077074740523914668 0.014081492427396562 0.011678249336544022 0.019408581500214236 0.021826201372398751 0.012420226019245464 0.016449381208941342 0.0088202307918168084 0.016406986882439356 0.017331170392175518 0.017478747041310604 0.017768352067134095 0.021387481259781665 0.019742530965052824 0.014575214003892323 0.019020495967111663 0.019621426644361537 0.016639424627715265 0.019635802889951374 0.014910889887661939 0.01663612771489948
leaf_weight=71 53 74 52 66 54 52 56 55 55 52 91 72 59 128 55 374 54 65 56 451 52 91 57 72 52
leaf_count=71 53 74 52 66 54 52 56 55 55 52 91 72 59 128 55 374 54 65 56 451 52 91 57 72 52
internal_value=0 0.00875288 0.0175901 0.0153086 0.0104764 0.0163628 0.0127719 0.0183075 0.018821 0.0161311 0.0146321 0.00678472 0.0185632 0.0171971 0.0169555 0.018398 0.0189739 0.0177352 0.0171822 0.0192737 0.017993 0.0177756 0.0180154 0.0162015 0.0156347
internal_weight=0 400 1969 471 326 405 201 1498 1212 286 147 125 1141 353 234 1086 564 301 236 505 180 522 431 179 124
internal_count=2369 400 1969 471 326 405 201 1498 1212 286 147 125 1141 353 234 1086 564 301 236 505 180 522 431 179 124
is_linear=0
shrinkage=0.0038337


Tree=227
num_leaves=12
num_cat=0
split_feature=3 9 1348 0 132 1 48 11 11 0 403
split_gain=121.372 48.2309 32.0936 44.5688 27.376 41.8733 35.4906 29.5336 71.9239 38.6083 4.89267
threshold=0.31534000000000006 -1.0000000180025095e-35 0.084620000000000015 -0.22384499999999996 0.087210000000000024 0.089075000000000015 -0.026004999999999997 1.0000000180025095e-35 0.085875000000000021 -0.14097999999999997 -0.085404999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 10 -5 9 -9 -8 -6
right_child=-2 2 -4 4 5 -7 7 8 -10 -11 -12
leaf_value=-0.0011915687960752047 -0.003792983934607269 0.00848277999769847 -0.00034793923502729436 0.0085220541716976798 0.0048209470902138389 -0.0024519433925105157 -0.00013094812544689707 0.011965701982472009 0.0035744909209964384 0.0040494196027309826 0.0026335666088581986
leaf_weight=59 69 76 53 61 60 52 76 52 95 1639 77
leaf_count=59 69 76 53 61 60 52 76 52 95 1639 77
internal_value=0 0.00392578 0.00406054 0.00416735 0.00401203 0.00192879 0.00421675 0.00407567 0.00654323 0.00386413 0.00359199
internal_weight=0 2300 2241 2188 2112 189 1923 1862 147 1715 137
internal_count=2369 2300 2241 2188 2112 189 1923 1862 147 1715 137
is_linear=0
shrinkage=0.00573482


Tree=228
num_leaves=14
num_cat=0
split_feature=2 14 2 43 2 0 12 12 160 0 0 51 133
split_gain=90.716 77.7741 54.4084 45.0915 30.5805 66.1785 29.0139 30.1877 22.0242 30.1543 10.5541 9.64091 19.8194
threshold=0.14721500000000001 -1.0000000180025095e-35 -0.0091949999999999983 -1.0000000180025095e-35 0.099675000000000014 -0.047049999999999995 -0.013764999999999998 0.054520000000000006 0.087200000000000014 -0.14712999999999996 -0.076639999999999986 -0.15758999999999998 0.047025000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -8 9 -6 -9 -11 -13
right_child=-2 2 4 -5 8 -7 7 10 -10 11 -12 12 -14
leaf_value=0.0067967706041946836 -0.0018832218843177673 -0.003439774754447004 0.0062416075641800947 0.0024868510160996186 -0.0012486128936239362 0.0069239028771644106 -0.00060334731818633899 0.0029748400774302413 0.0042374852751876566 0.0036603930128774032 0.0017863501589276674 0.00074697961568248074 0.0034466500547891774
leaf_weight=99 99 60 52 54 83 91 60 1168 65 58 193 201 86
leaf_count=99 99 60 52 54 83 91 60 1168 65 58 193 201 86
internal_value=0 0.00271787 0.00253184 -0.000631985 0.00270721 0.00302936 0.00278872 0.00266233 0.00168511 0.00129737 0.00280634 0.00191002 0.00155612
internal_weight=0 2270 2171 114 2057 1564 1473 1421 493 428 1361 345 287
internal_count=2369 2270 2171 114 2057 1564 1473 1421 493 428 1361 345 287
is_linear=0
shrinkage=0.00470538


Tree=229
num_leaves=13
num_cat=0
split_feature=2 14 2 39 40 4 2 1 1 1429 151 2
split_gain=62.7544 53.7973 37.6367 24.6502 24.1538 30.4524 19.5714 18.9186 29.943 17.3221 18.6746 9.37097
threshold=0.14721500000000001 -1.0000000180025095e-35 -0.0091949999999999983 0.085495000000000015 -0.081029999999999977 -0.5093899999999999 0.10222000000000002 0.10141500000000002 0.10723500000000001 0.084770000000000012 -0.019324999999999998 0.114805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 9 11 -9 10 -7 -8
right_child=-2 2 4 -5 5 6 7 8 -10 -11 -12 -13
leaf_value=0.0060669670267590797 -0.0016810108958203781 0.0016631440448618418 0.0054465469690904529 -0.0030396999607945141 0.006058789226705873 0.003990582744225455 0.0013079118386991548 -0.0032647936550349635 0.0013658062175683173 0.00018263851582226738 0.0023625736769202891 0.0033732916100213403
leaf_weight=99 99 60 65 54 54 210 139 52 113 80 1250 94
leaf_count=99 99 60 65 54 54 210 139 52 113 80 1250 94
internal_value=0 0.00242606 0.00226001 -0.000564046 0.00241654 0.00231765 0.00221338 0.00121485 -9.32077e-05 0.0024714 0.00259678 0.00214139
internal_weight=0 2270 2171 114 2057 1992 1938 398 165 1540 1460 233
internal_count=2369 2270 2171 114 2057 1992 1938 398 165 1540 1460 233
is_linear=0
shrinkage=0.00505


Tree=230
num_leaves=14
num_cat=0
split_feature=2 4 2 457 124 15 15 132 11 403 133 15 3
split_gain=566.07 244.505 118.54 109.801 95.8983 59.3669 54.7794 58.8643 57.9985 41.0659 38.0256 23.6237 20.4627
threshold=0.13733000000000004 0.30163500000000004 0.17000000000000001 0.10823000000000001 -0.043384999999999993 -0.14820999999999998 0.0056700000000000006 0.084605000000000014 1.0000000180025095e-35 -0.011964999999999998 0.085650000000000018 -0.46319999999999995 -0.064294999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 10 -6 7 9 12 -7 -1 -3 -8
right_child=2 11 -4 -5 5 6 8 -9 -10 -11 -12 -13 -14
leaf_value=0.0096588251185748125 0.0049157794068476071 0.0076093174620824981 -0.0029416005517879187 0.005017457047177331 0.015416592914563368 0.0075361494392560124 0.011590830408707143 0.0072917486001806203 0.016266619724390446 0.011178545065180089 0.0047573460999101374 0.004427869270132976 0.014294631272458599
leaf_weight=63 99 73 53 53 65 60 773 89 55 783 52 99 54
leaf_count=63 99 73 53 53 65 60 773 89 55 783 52 99 54
internal_value=0 0.0106347 0.00217574 0.0110428 0.0112029 0.011433 0.0112902 0.010573 0.012048 0.0109194 0.0074429 0.0057784 0.0117674
internal_weight=0 2219 152 2047 1994 1879 1814 932 882 843 115 172 827
internal_count=2371 2219 152 2047 1994 1879 1814 932 882 843 115 172 827
is_linear=0
shrinkage=0.00424032


Tree=231
num_leaves=12
num_cat=0
split_feature=2 48 0 49 3 9 151 15 16 3 49
split_gain=121.707 35.0884 48.1656 43.4178 37.2032 30.1715 30.9464 34.9475 21.715 9.54273 7.90294
threshold=0.17000000000000001 0.093265000000000015 -0.068669999999999995 -0.095209999999999975 0.12031000000000001 0.037245000000000007 -0.10938499999999998 -0.43457999999999991 -0.072054999999999994 -0.082904999999999993 0.0016050000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 5 6 -5 -8 -9 -3 -11
right_child=-2 2 -4 4 -6 -7 7 8 -10 10 -12
leaf_value=0.006870329598085474 -0.0058851803417099904 0.0040953169186169862 -0.0036722126952922875 0.0066746677028899377 -0.00079092878330632517 0.0068204175127845358 -0.0012235499453747511 0.0034463863324636422 0.0021885509900098671 0.00021208138917801651 0.002968241570858269
leaf_weight=82 53 52 60 61 89 59 70 823 886 83 53
leaf_count=82 53 52 60 61 89 59 70 823 886 83 53
internal_value=0 0.00265751 0.000675818 0.0028949 0.00273089 0.00289598 0.00277011 0.00263619 0.00279432 0.0020638 0.00128661
internal_weight=0 2318 248 2070 1988 1899 1840 1779 1709 188 136
internal_count=2371 2318 248 2070 1988 1899 1840 1779 1709 188 136
is_linear=0
shrinkage=0.0055742


Tree=232
num_leaves=9
num_cat=0
split_feature=2 457 48 49 0 3 474 48
split_gain=84.1916 28.5141 32.6433 26.7456 24.373 24.3346 23.6292 15.1861
threshold=0.17000000000000001 0.11251000000000001 -0.086624999999999994 0.14321000000000003 -0.18901999999999997 0.30112000000000005 0.10523500000000001 0.093265000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=0.0055081972485751573 -0.0042127704471294969 -0.0014789124553356782 0.0047495950483196422 -0.0010924941931860054 0.0020106936405615526 -0.0011727619908532079 0.0049446957699513881 0.00043093658978130825
leaf_weight=59 53 56 71 67 1795 58 60 152
leaf_count=59 53 56 71 67 1795 58 60 152
internal_value=0 0.00190233 0.00198606 0.00189171 0.00198534 0.00189027 0.00197881 0.00188739
internal_weight=0 2318 2262 2203 2136 2065 2007 1947
internal_count=2371 2318 2262 2203 2136 2065 2007 1947
is_linear=0
shrinkage=0.00479754


Tree=233
num_leaves=28
num_cat=0
split_feature=2 12 2 2 2 12 39 15 15 49 16 1419 2 48 16 16 16 48 13 12 13 16 16 16 160 15 13
split_gain=1215.99 551.541 163.827 154.52 242.16 114.849 55.9475 48.0729 47.7997 36.5626 32.0187 30.7394 40.862 25.8248 24.9016 25.1912 20.5005 35.3821 19.7641 23.9629 18.3312 17.2409 27.7593 13.7501 12.3438 9.13002 8.3082
threshold=0.13538500000000001 0.023990000000000004 0.16730000000000003 -1.0000000180025095e-35 0.10428500000000002 0.093270000000000006 0.087015000000000009 -0.035449999999999988 -0.071614999999999984 0.076585000000000014 -0.073494999999999991 1.0000000180025095e-35 0.087830000000000005 0.088580000000000006 -0.034884999999999992 0.059920000000000008 -0.34140499999999996 0.084965000000000027 -0.096154999999999977 0.09141500000000001 -0.077274999999999996 0.31615500000000002 -1.0000000180025095e-35 0.081265000000000018 1.0000000180025095e-35 0.091305000000000011 -0.017484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 6 14 11 -1 8 9 -7 25 12 18 23 -5 -16 -6 -18 -3 26 -2 22 -12 24 -14 -9 -20
right_child=2 5 -4 4 16 7 -8 10 -10 -11 21 -13 13 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.010388050014641357 0.0064117484635342649 0.018229984934694746 0.0010370838930593089 0.013632876401044961 0.011247203068157756 0.012782814164777367 0.0058306676296133774 0.017399124859855446 0.011329118443718009 0.015727900874340475 0.014942496440765559 0.018335071913745365 0.01462637685813464 0.012993495259799292 0.017369137131568613 0.014375038050878157 0.0073885582273248542 0.010971720228769662 0.016089068421227509 0.014291385958214151 0.0090022010225726066 0.015944950534842114 0.012303232431124349 0.01667784917261269 0.016378983142524804 0.015619083216180923 0.016879368797508336
leaf_weight=58 52 52 54 82 69 88 52 52 88 84 97 55 185 55 60 55 61 52 372 62 60 52 70 65 53 69 217
leaf_count=58 52 52 54 82 69 88 52 52 88 84 97 55 185 55 60 55 61 52 372 62 60 52 70 65 53 69 217
internal_value=0 0.01455 0.00560008 0.0115622 0.012528 0.0154014 0.00823396 0.0142758 0.0132425 0.0142213 0.0150659 0.0160066 0.0158859 0.0150077 0.0149784 0.0159375 0.00987559 0.00903775 0.016333 0.0161814 0.0077998 0.0143372 0.0138364 0.0153732 0.0150168 0.0163843 0.0163803
internal_weight=0 2205 166 489 379 1716 110 600 260 172 340 1116 1061 358 197 115 182 113 703 651 112 219 167 303 238 121 589
internal_count=2371 2205 166 489 379 1716 110 600 260 172 340 1116 1061 358 197 115 182 113 703 651 112 219 167 303 238 121 589
is_linear=0
shrinkage=0.00318882


Tree=234
num_leaves=22
num_cat=0
split_feature=1 3 123 1 3 0 133 4 4 4 15 4 16 1 14 16 16 0 0 133 131
split_gain=2026.94 348.084 205.942 184.351 139.428 134.309 135.145 109.234 106.789 105.883 93.2025 71.128 60.0841 46.082 41.0246 33.3664 48.5368 27.792 25.1107 23.4987 6.82283
threshold=0.10808500000000001 -0.052614999999999995 0.080635000000000012 0.13630500000000004 0.091170000000000015 -0.07081999999999998 -0.0044049999999999992 0.30163500000000004 -0.38908499999999996 -0.019794999999999997 -0.40992999999999996 0.049545000000000006 -0.11010999999999999 0.11684000000000001 0.076175000000000007 -0.046599999999999996 0.19578000000000004 -0.11208499999999998 -0.079249999999999987 0.087575000000000014 0.093130000000000018
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=2 7 4 13 5 11 -7 -2 -8 -6 -5 14 17 -3 18 -10 -17 -13 19 -1 -20
right_child=1 3 -4 10 9 6 8 -9 15 -11 -12 12 -14 -15 -16 16 -18 -19 20 -21 -22
leaf_value=0.017767835469279555 0.015005371839219074 0.010216860382556739 0.011370299944942385 0.0061935620767281027 0.015985049092987896 0.010440912293935584 0.01882433993606308 0.0091396046959140512 0.016086441683450053 0.0098776212125297087 0.00026477860421070053 0.018245644592856686 0.012482484775996566 0.0069388793145907304 0.020115102240441766 0.011143630945659464 0.015389234597925358 0.015087856043722439 0.016059866799257919 0.016547434802232162 0.017313501086793692
leaf_weight=746 83 85 84 54 61 58 83 53 77 55 54 52 56 90 54 53 57 63 188 206 59
leaf_count=746 83 85 84 54 61 58 83 53 77 55 54 52 56 90 54 53 57 63 188 206 59
internal_value=0 0.00852434 0.0162589 0.00650807 0.0164787 0.016703 0.0148615 0.0127197 0.015811 0.0130896 0.00322949 0.0171272 0.0151953 0.00853124 0.0173908 0.0144734 0.0133439 0.016516 0.0172681 0.0175038 0.0163595
internal_weight=0 419 1952 283 1868 1752 328 136 270 116 108 1424 171 175 1253 187 110 115 1199 952 247
internal_count=2371 419 1952 283 1868 1752 328 136 270 116 108 1424 171 175 1253 187 110 115 1199 952 247
is_linear=0
shrinkage=0.00319068


Tree=235
num_leaves=21
num_cat=0
split_feature=1 1 12 14 0 49 0 1 49 12 16 0 12 39 13 49 0 0 1 129
split_gain=2017.54 359.032 221.738 166.954 153.828 241.049 101.585 72.7839 68.9351 56.9517 47.5745 52.6336 46.0405 35.6178 31.5962 27.4735 26.034 25.049 21.1618 7.62677
threshold=0.10342000000000001 0.12337000000000002 0.023990000000000004 0.062655000000000016 -0.10566999999999999 0.083250000000000005 0.12539500000000003 0.14262000000000002 -0.06017999999999999 0.10031500000000002 -0.24235499999999996 -0.13972999999999997 0.091515000000000013 0.087735000000000021 0.010320000000000001 0.10101500000000001 -0.061204999999999989 -0.037224999999999994 0.090275000000000008 0.088075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 8 12 13 -1 -4 -2 -12 14 -3 17 16 19 18 -6 -14
right_child=1 7 9 -5 6 -7 -8 -9 -10 -11 11 -13 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.012606513034750988 0.010784166095607235 0.0084429074955996008 0.015466069007864057 0.020495333539287095 0.016351039230204305 0.017996525837235849 0.011605779139302812 0.0033434045385110746 0.0078383869954857608 0.011295934533760134 0.0051176724125720887 0.0092564149449781124 0.015883526131599681 0.0053708617220749816 0.013824114795498506 0.013484334456675282 0.013735375146496143 0.018377172179656474 0.014610719750044994 0.014609855275984903
leaf_weight=55 64 79 83 63 784 54 59 82 64 52 53 69 333 69 52 90 79 55 75 54
leaf_count=55 64 79 83 63 784 54 59 82 64 52 53 69 333 69 52 90 79 55 75 54
internal_value=0 0.00868087 0.0108141 0.0155006 0.0153212 0.0125254 0.0156271 0.0057035 0.0100424 0.01386 0.00860313 0.00745871 0.015783 0.0070109 0.0161954 0.0150664 0.0153719 0.0163302 0.0161991 0.0157059
internal_weight=0 551 321 1817 1754 173 1581 230 119 135 186 122 1522 148 966 556 466 914 859 387
internal_count=2368 551 321 1817 1754 173 1581 230 119 135 186 122 1522 148 966 556 466 914 859 387
is_linear=0
shrinkage=0.00312183


Tree=236
num_leaves=23
num_cat=0
split_feature=1 1 12 124 12 13 11 12 12 1429 150 1 12 13 1 12 156 151 12 12 12 399
split_gain=3720.78 656.835 560.226 289.874 161.765 108.165 107.158 84.606 72.593 55.1708 65.3087 80.4697 49.6139 45.5933 48.6873 33.2991 24.3713 9.77322 7.64541 10.3575 11.8955 6.50944
threshold=0.10342000000000001 0.13075500000000004 0.085090000000000013 -0.080389999999999989 0.095175000000000023 -0.0042049999999999995 1.0000000180025095e-35 0.10031500000000002 0.11769500000000001 0.084690000000000015 0.081245000000000026 0.085425000000000015 -0.073474999999999985 -0.089899999999999994 0.11392000000000001 0.087905000000000025 0.083635000000000015 -1.0000000180025095e-35 0.097510000000000013 0.099815000000000015 0.10544500000000001 0.083635000000000015
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 13 -1 6 12 9 -4 18 10 15 -12 -3 -2 17 16 -5 -15 -6 -20 -21 -17
right_child=1 5 7 4 8 -7 -8 -9 -10 -11 11 -13 -14 14 -16 21 -18 -19 19 20 -22 -23
leaf_value=0.0074052048605205405 0.002958004837870521 0.0017542122035652306 0.012615560815848923 0.013572684831127153 0.011374217509032431 0.0043138371600465637 0.016040224938121926 0.0088817886006634112 0.00928746841403549 0.011242360450174252 0.013265277038539244 0.009229077554936356 -0.0013649303587368173 0.0072357750348709445 0.0037515036110881122 0.012796722713212251 0.015059131432260443 0.0057944296858675722 0.013109008549020966 0.011220472615332634 0.012467807038207226 0.013703178336268339
leaf_weight=60 53 68 83 518 97 62 74 62 73 92 65 52 53 52 59 422 74 59 55 82 100 53
leaf_count=60 53 68 83 518 97 62 74 62 73 92 65 52 53 52 59 422 74 59 55 82 100 53
internal_value=0 0.00546019 0.00732102 0.01263 0.0128084 0.00171805 0.0132112 0.0110192 0.0114723 0.0130471 0.0131873 0.0114716 0.000387763 0.00491624 0.0055266 0.0133754 0.0137585 0.00646989 0.0119498 0.0121853 0.011906 0.0128979
internal_weight=0 551 368 1817 1757 183 1350 145 407 1276 1184 117 121 223 170 1067 592 111 334 237 182 475
internal_count=2368 551 368 1817 1757 183 1350 145 407 1276 1184 117 121 223 170 1067 592 111 334 237 182 475
is_linear=0
shrinkage=0.00241684


Tree=237
num_leaves=30
num_cat=0
split_feature=1 3 2 4 2 2 1 1 2 16 4 4 16 1429 15 475 4 49 42 52 3 2 42 42 13 52 42 15 4
split_gain=2535.8 621.777 216.138 200.636 157.724 125.968 77.1401 76.827 59.2532 73.8073 37.2383 36.2293 52.2086 34.8724 28.9514 24.6608 29.4415 24.3717 24.9366 23.5784 20.4361 16.1262 15.926 14.421 11.8225 7.99789 5.57246 4.68313 4.61029
threshold=0.10335000000000001 -0.06340999999999998 0.13880500000000004 0.26900000000000007 0.092235000000000025 -1.0000000180025095e-35 0.089875000000000024 0.089710000000000026 0.106285 -0.019749999999999993 -0.21586499999999997 0.018150000000000003 -0.10803999999999998 0.084690000000000015 0.089545000000000013 -0.085669999999999982 -0.085574999999999984 0.0093850000000000027 0.080060000000000006 -0.11183499999999999 -0.078209999999999988 0.087575000000000014 0.088305000000000008 -1.0000000180025095e-35 -0.0027149999999999995 0.11835500000000002 0.093985000000000013 0.084715000000000013 0.41488500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 19 6 -3 13 10 -7 -10 -6 17 -13 15 20 -1 23 18 -12 -2 -8 22 -18 27 -23 -20 -16 -17 -4
right_child=1 2 28 -5 7 8 14 -9 9 -11 11 12 -14 -15 26 16 21 -19 25 -21 -22 24 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.017166833907689871 0.015302327191014431 0.0046171481289641299 0.0034724637247876898 0.0084033522246917229 0.0117318351653798 0.010876102542037686 0.011472372824647524 0.011088093613995244 0.009148815249269077 0.0052603941189167096 0.013100833948391502 0.014590476636466586 0.01180776505004256 0.013552668648009468 0.015149955566527758 0.016147287874935454 0.015594490564205053 0.015776507407316419 0.015646551853586849 0.012899496033432021 0.013683778186223666 0.014804712457061405 0.014270798623937327 0.017090649392773875 0.013398766129962467 0.014245482226707898 0.01397696228890217 0.015162443287591533 0.0023712907907270098
leaf_weight=52 59 81 52 65 58 52 53 89 84 55 98 83 103 74 53 67 327 78 53 53 62 172 77 74 54 60 60 68 52
leaf_count=52 59 81 52 65 58 52 53 89 84 55 98 83 103 74 53 67 327 78 53 53 62 172 77 74 54 60 60 68 52
internal_value=0 0.00801844 0.0061207 0.0120496 0.0143983 0.00734357 0.0149537 0.013333 0.00849966 0.00761043 0.0137078 0.013949 0.0130497 0.0152763 0.0135881 0.0154194 0.0153111 0.0145278 0.014066 0.0141655 0.0126649 0.015029 0.0153423 0.0161611 0.0144689 0.0149029 0.0145274 0.0156514 0.00292215
internal_weight=0 553 376 177 1815 272 1193 622 191 139 533 475 186 965 228 891 839 289 211 112 115 630 404 209 226 113 113 135 104
internal_count=2368 553 376 177 1815 272 1193 622 191 139 533 475 186 965 228 891 839 289 211 112 115 630 404 209 226 113 113 135 104
is_linear=0
shrinkage=0.00260828


Tree=238
num_leaves=28
num_cat=0
split_feature=3 3 43 12 3 43 12 43 16 3 52 3 3 133 42 16 52 3 12 12 133 151 12 151 42 52 43
split_gain=2492.28 1091.44 694.461 317.75 272.364 208.217 196.673 93.4985 56.1447 53.6914 52.3406 72.5295 49.2344 40.6395 75.141 33.3926 71.8245 38.2956 29.7852 24.2364 10.0412 12.5277 8.97775 6.30762 5.93617 5.54448 4.80141
threshold=-0.06340999999999998 0.30112000000000005 -0.040789999999999993 0.077755000000000005 0.11745500000000002 -0.097279999999999991 0.095330000000000012 1.0000000180025095e-35 -0.14101499999999997 -0.14162499999999997 -0.082554999999999976 0.091170000000000015 -0.097574999999999981 0.076280000000000014 0.081180000000000016 -1.0000000180025095e-35 -0.51296999999999993 -0.078344999999999984 -0.040564999999999997 0.087675000000000017 0.087720000000000006 -0.085134999999999975 0.092550000000000007 -1.0000000180025095e-35 0.11661000000000001 0.099400000000000016 -0.038674999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 7 -2 9 10 -8 -5 -4 -12 -11 -7 -15 24 -17 -18 -3 20 21 -14 23 -21 25 -10 -24
right_child=1 18 4 6 -6 13 8 -9 15 12 11 -13 19 14 -16 16 17 -19 -20 22 -22 -23 26 -25 -26 -27 -28
leaf_value=0.0085349678475106286 0.011219975944580256 0.0013810351993267618 0.018397754256141974 0.019250086659091808 0.0082091790669608315 0.0025824401193236114 0.011466822999040012 0.012147419202385545 0.016643184050762153 0.014166615953365352 0.017107447292332899 0.012424121209472873 0.019073921010313431 0.0030555905105564569 0.0082679378292900597 0.016812418440770721 0.010545130214023327 0.014179903753316502 -0.0019566268206514894 0.017803896686293962 0.01657349370896026 0.017491921365223078 0.01533765746410163 0.016618842441857799 0.014915904606662238 0.015374563614732708 0.016562897109216428
leaf_weight=53 67 54 65 99 77 60 52 86 92 65 71 61 59 52 58 58 53 63 52 52 93 331 81 352 52 56 54
leaf_count=53 67 54 65 99 77 60 52 86 92 65 71 61 59 52 58 58 53 63 52 52 93 331 81 352 52 56 54
internal_value=0 0.00905171 0.0107044 0.01612 0.0134591 0.0065199 0.0163694 0.0148874 0.0145343 0.0170285 0.0160834 0.0149434 0.0168261 0.00466732 0.00580422 0.0149607 0.0139507 0.0125195 -0.000255991 0.0169952 0.0175085 0.0177313 0.0165352 0.0167715 0.0158392 0.0161634 0.015828
internal_weight=0 703 597 1665 360 237 1612 283 426 1186 197 132 1087 170 110 374 174 116 106 1022 483 390 539 404 200 148 135
internal_count=2368 703 597 1665 360 237 1612 283 426 1186 197 132 1087 170 110 374 174 116 106 1022 483 390 539 404 200 148 135
is_linear=0
shrinkage=0.00314775


Tree=239
num_leaves=18
num_cat=0
split_feature=4 147 16 51 16 2 14 0 0 10 43 52 0 4 4 0 42
split_gain=120.122 82.0074 64.575 46.7287 58.4562 31.698 28.1643 65.5843 85.1109 28.8056 26.6789 20.1133 20.6129 16.8125 47.3379 15.3653 8.93009
threshold=0.024315000000000003 0.088610000000000008 -0.4582 -0.40771999999999992 -0.025314999999999994 0.11543000000000002 0.062655000000000016 -0.11208499999999998 -0.14910999999999999 -1.0000000180025095e-35 -0.010064999999999999 -0.56073999999999991 0.053930000000000006 -0.17689999999999997 -0.093344999999999997 -0.10490499999999998 0.079170000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -4 10 16 7 8 -1 -9 -5 -11 13 -13 -15 -12 -2
right_child=1 -3 3 4 -6 -7 -8 9 -10 11 15 12 -14 14 -16 -17 -18
leaf_value=0.0092072777637858677 0.0088258009553111513 -0.003075939726151969 0.0080260000475194156 0.0020319001518253341 -0.0018327483134754922 0.0047249634459487202 0.012422443049674945 0.0036174076159249048 -0.0011366375036021403 0.011984715396310006 0.0090480706514436543 0.011709930080610609 0.0051561589330423614 0.0023220190319167139 0.0083676177133967886 0.0042366398885733516 0.012474151614767531
leaf_weight=58 60 54 83 102 88 60 53 59 76 56 54 56 95 56 1250 56 52
leaf_count=58 60 54 83 102 88 60 53 59 76 56 54 56 95 56 1250 56 52
internal_value=0 0.00448909 0.00522527 0.00375487 0.00257296 0.00849906 0.00780339 0.00765985 0.00334007 0.00802803 0.00440207 0.00819998 0.00805446 0.00825657 0.00810844 0.00659924 0.0105203
internal_weight=0 609 555 383 300 172 1759 1706 134 1572 212 1513 1457 1362 1306 110 112
internal_count=2368 609 555 383 300 172 1759 1706 134 1572 212 1513 1457 1362 1306 110 112
is_linear=0
shrinkage=0.00643116


Tree=240
num_leaves=19
num_cat=0
split_feature=4 3 39 14 0 0 3 3 0 4 0 0 15 3 475 4 52 4
split_gain=1783.16 496.901 303.671 160.159 126.503 125.067 178.338 78.8703 68.8292 81.8126 181.216 59.5758 152.739 53.7383 52.4831 43.8388 27.0096 17.6282
threshold=0.30163500000000004 0.10924500000000002 0.082470000000000016 0.076175000000000007 -0.068669999999999995 -0.10075499999999998 -0.010299999999999998 0.25468500000000005 -0.074204999999999979 -0.42305999999999994 -0.034179999999999995 -0.10803999999999998 -0.11055 0.11745500000000002 -1.0000000180025095e-35 0.032965000000000001 0.088555000000000009 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 13 -7 -3 11 14 17 12 -1 -2 -10 16 -13 -11
right_child=5 7 4 -5 -6 6 -8 -9 9 10 -12 15 -14 -15 -16 -17 -18 -19
leaf_value=0.017774925345202964 0.010504773748244108 0.010493998144848943 0.013251638662194164 0.020020797771475574 0.0077515132706244532 0.0069741183543346481 0.00010160281096780983 0.005098345596057919 0.018126566100594259 0.014643615512235822 0.0078511959535903595 0.01608612403148961 0.011239786976117683 0.0060702719718499654 0.013902073257745246 0.013547591765381721 0.014993387975890881 0.012943942211049986
leaf_weight=54 53 54 89 64 77 81 69 53 63 199 54 742 102 55 54 97 321 87
leaf_count=54 53 54 89 64 77 81 69 53 63 199 54 742 102 55 54 97 321 87
internal_value=0 0.0144175 0.0147699 0.0151376 0.0107006 0.00566912 0.00381298 0.0078217 0.0149613 0.0139103 0.0131301 0.0153262 0.0135022 0.00824677 0.0161771 0.0155715 0.0157562 0.0141267
internal_weight=0 2110 2003 1837 166 258 150 107 1773 457 340 1316 156 108 117 1160 1063 286
internal_count=2368 2110 2003 1837 166 258 150 107 1773 457 340 1316 156 108 117 1160 1063 286
is_linear=0
shrinkage=0.00314111


Tree=241
num_leaves=22
num_cat=0
split_feature=4 12 150 2 2 2 0 0 4 4 4 16 14 475 0 156 2 13 2 16 52
split_gain=2061.54 710.737 433.468 229.528 296.295 167.971 110.013 96.7605 107.26 93.1152 190.57 65.7208 56.8927 51.1257 70.5811 47.6668 37.9136 36.1332 32.6101 22.6987 16.8317
threshold=0.30163500000000004 0.054520000000000006 0.091105000000000005 0.10859000000000001 -0.007134999999999999 0.12358500000000001 -0.10075499999999998 -0.14216999999999999 0.029980000000000003 -0.057539999999999994 -0.00013999999999999996 -0.037154999999999994 -0.41348999999999997 -0.072689999999999991 -0.066849999999999979 0.087380000000000013 0.10444500000000002 -0.024504999999999996 0.087830000000000005 -0.13644999999999999 -0.14689999999999998
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 2 3 4 -1 7 17 -3 13 -6 -11 -5 -8 15 18 20 -16 -2 -15 -10 -9
right_child=6 5 -4 11 9 -7 12 8 19 10 -12 -13 -14 14 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0073184434484023083 0.0058742336256460952 0.018862854849424706 0.0035427095680652088 0.01059854540709208 0.017403377466956877 0.0099044455822534447 0.0062299257593726618 0.016373103086325339 0.013999267305663443 0.0094090862521113827 0.016269778847986409 0.0060244835613671843 0.0024720981816241613 0.015675243212424375 0.011687832424353466 0.014839201598300497 0.014724431332776251 0.0092376272542072195 0.014589412219268046 0.011967186811398243 0.018440198219974065
leaf_weight=55 52 56 60 53 78 54 52 57 87 58 83 53 98 639 76 87 64 56 369 100 81
leaf_count=55 52 56 60 53 78 54 52 57 87 58 83 53 98 639 76 87 64 56 369 100 81
internal_value=0 0.014078 0.0107951 0.0119402 0.0133438 0.0149429 0.00538404 0.0151113 0.0149766 0.0148568 0.0134479 0.00831181 0.00377502 0.0152576 0.0150093 0.0165244 0.0130762 0.0076185 0.0152778 0.0129128 0.0175866
internal_weight=0 2110 440 380 274 1670 258 1616 1560 219 141 106 150 1373 1148 225 140 108 1008 187 138
internal_count=2368 2110 440 380 274 1670 258 1616 1560 219 141 106 150 1373 1148 225 140 108 1008 187 138
is_linear=0
shrinkage=0.00290316


Tree=242
num_leaves=28
num_cat=0
split_feature=1 1 12 1 12 15 12 12 41 12 43 15 15 15 1 51 49 12 3 157 1 16 16 16 15 3 1
split_gain=4407.22 626.312 462.753 302.924 268.647 200.776 194.115 164.685 83.1675 71.0121 67.9881 66.4002 53.6325 43.475 34.017 32.6126 26.3256 24.3717 21.9847 16.8257 16.838 16.5336 8.6569 7.49217 7.44357 5.61499 3.43627
threshold=0.10752500000000002 0.12337000000000002 0.054520000000000006 0.093575000000000019 0.089125000000000024 -0.25061999999999995 -1.0000000180025095e-35 0.092550000000000007 0.075585000000000013 0.11769500000000001 -0.012149999999999999 -0.097269999999999981 -0.033689999999999991 -0.069929999999999978 0.14367000000000005 -0.033449999999999987 -0.047749999999999994 0.087675000000000017 -0.076554999999999998 -0.084764999999999993 0.077800000000000022 -0.074874999999999983 -0.041284999999999995 0.014185000000000001 0.093610000000000013 -0.080884999999999985 0.073870000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 10 14 -5 8 16 12 -2 -1 13 21 -3 -13 -4 19 24 -18 -21 -9 -20 25 26 -19 -14
right_child=1 5 7 6 -6 -7 -8 9 -10 -11 -12 15 18 -15 -16 -17 17 23 22 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.01870157531944517 0.0060919745411804685 0.0029964940654317773 0.016406882291657165 0.0075185694245124123 0.014358245219584205 0.006963299609863801 0.013990838524326622 0.015218700837808439 0.021405654571594528 0.013424810261770361 0.0098655461967437231 0.013467930741167729 0.017671259696108218 0.013265126069049641 0.00010046245131042823 0.016171590442624121 0.019717390596925507 0.017967085112418634 0.016940922760668005 0.018415367004688481 0.016760821610711379 0.017195686172572704 0.015456834590730502 0.016669940031338336 0.017042425042208202 0.017233527652195556 0.01856896481771652
leaf_weight=52 62 69 83 68 84 98 69 62 52 60 82 55 61 52 53 83 64 199 68 386 52 64 52 67 69 131 71
leaf_count=52 62 69 83 68 84 98 69 62 52 60 82 55 61 52 53 83 64 199 68 386 52 64 52 67 69 131 71
internal_value=0 0.00733795 0.0168056 0.01386 0.0104949 0.00406611 0.0107785 0.0174102 0.018053 0.0162211 0.00824102 0.0160817 0.0165573 0.0153591 0.00173862 0.0150943 0.0178754 0.018011 0.0172216 0.0184101 0.018219 0.0162231 0.0162981 0.0175063 0.0177728 0.017676 0.0181543
internal_weight=0 448 1920 327 228 220 137 1593 1034 559 144 190 499 178 122 138 982 899 321 502 438 126 120 397 201 330 132
internal_count=2368 448 1920 327 228 220 137 1593 1034 559 144 190 499 178 122 138 982 899 321 502 438 126 120 397 201 330 132
is_linear=0
shrinkage=0.00271801


Tree=243
num_leaves=24
num_cat=0
split_feature=1 2 15 1 4 15 1 1 43 4 14 456 151 1 2 123 4 133 42 1456 43 1 4
split_gain=254.342 83.7575 50.4852 53.0523 83.938 67.9157 66.2701 49.9786 35.5096 27.4835 23.5777 24.1718 28.6932 51.8008 23.9057 21.0456 17.0848 16.8931 15.4879 13.3453 8.57815 5.92591 4.59255
threshold=0.12337000000000002 0.092235000000000025 0.054100000000000002 0.088595000000000021 -0.16270999999999997 -0.0073899999999999999 0.10423500000000001 0.14641500000000005 -1.0000000180025095e-35 0.018150000000000003 0.062655000000000016 0.08733500000000001 -0.016164999999999995 0.085810000000000011 -0.00097499999999999985 0.089155000000000012 0.10896500000000002 0.10051500000000001 -0.0043149999999999994 0.080615000000000006 -0.081324999999999995 0.088595000000000021 -0.068484999999999976
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=1 10 3 5 -5 9 -6 15 -8 20 11 12 13 -1 -14 -2 -11 22 21 -20 -3 -16 -4
right_child=7 2 17 4 6 -7 8 -9 -10 16 -12 -13 14 -15 18 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0076080244391549248 0.0038113730821099389 0.0098867021009872626 0.0096187855350325282 0.0078295512011618083 -0.0025742878388776706 0.0011205378717025424 0.00035488347082154311 -0.0025732689376239144 0.0051690226307131125 0.0041983005028255072 0.010482047843235387 0.0097284037995745889 0.010465735147385507 0.0018220718155184234 0.0075626299007397722 2.5146735487990297e-05 0.0076883648811054131 0.0054447526048101982 0.0063800476959125114 0.0086651068299955659 0.0073943282351475407 0.0091054205345739887 0.0077211082504645206
leaf_weight=80 102 60 53 67 64 58 59 65 95 93 52 80 52 68 287 53 52 64 576 68 73 75 72
leaf_count=80 102 60 53 67 64 58 59 65 95 93 52 80 52 68 287 53 52 64 576 68 73 75 72
internal_value=0 0.00651432 0.00527739 0.00460604 0.0030592 0.00591793 0.00159285 0.00101287 0.00332498 0.00691864 0.0072631 0.0071329 0.00696069 0.00494997 0.00724191 0.00251706 0.00545027 0.00748298 0.00707522 0.00662141 0.0085191 0.00788241 0.00852614
internal_weight=0 2148 810 621 285 336 218 220 154 278 1338 1286 1206 148 1058 155 145 189 1006 644 133 362 125
internal_count=2368 2148 810 621 285 336 218 220 154 278 1338 1286 1206 148 1058 155 145 189 1006 644 133 362 125
is_linear=0
shrinkage=0.00487287


Tree=244
num_leaves=22
num_cat=0
split_feature=1 3 1375 0 160 4 0 13 0 39 43 43 4 0 3 13 3 1 12 4 43
split_gain=178.21 54.9308 41.2764 40.3259 38.0542 34.9365 59.8074 32.8993 29.2353 21.345 20.4857 19.3224 16.9484 24.7469 16.2804 15.8368 13.5512 13.5211 8.03418 7.21993 6.43459
threshold=0.11695500000000002 0.30112000000000005 -0.096099999999999977 -0.069389999999999993 -0.060309999999999996 0.049545000000000006 -0.14822499999999997 1.0000000180025095e-35 -0.13740499999999997 0.087735000000000021 -0.049364999999999992 -0.20207499999999998 -0.42305999999999994 -0.0076699999999999989 -0.07964499999999998 0.0083850000000000018 -0.13795999999999997 0.10374500000000002 0.083310000000000009 -0.012419999999999999 -0.041094999999999993
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=2 7 -1 5 -5 6 -4 9 -8 -2 14 -10 16 19 -7 -13 -6 18 -12 20 -14
right_child=1 -3 3 4 12 10 8 -9 11 -11 17 15 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0013121338193237315 0.005740657300546498 -0.0024764956196169706 0.010396097695871619 0.0012684159176068988 0.0084590607400237203 0.0048422894649072295 0.0028053641892135128 -0.00064587717362304183 0.0093482155280265843 0.0020218905743548668 0.0061300327535460533 0.0065065001783937045 0.0074082944800521432 0.0013335742679226523 0.00087125826912060641 0.0041981790026373502 0.0049365294633945973 0.0078835682609116955 0.0033996519886651034 0.0039154710498807074 0.00489631521859919
leaf_weight=53 83 70 102 79 62 55 60 56 59 80 56 1029 54 53 54 85 54 53 58 59 54
leaf_count=53 83 70 102 79 62 55 60 56 59 80 56 1029 54 53 54 85 54 53 58 59 54
internal_value=0 0.00148321 0.00578731 0.00590436 0.00447641 0.00627217 0.00661612 0.00274912 0.00630338 0.00391583 0.00460828 0.00648226 0.00523051 0.0043923 0.00287549 0.00633042 0.00681973 0.00573893 0.00474137 0.0053627 0.00615281
internal_weight=0 289 2079 2026 415 1611 1335 219 1233 163 276 1173 336 220 109 1114 116 167 114 167 108
internal_count=2368 289 2079 2026 415 1611 1335 219 1233 163 276 1173 336 220 109 1114 116 167 114 167 108
is_linear=0
shrinkage=0.00513542


Tree=245
num_leaves=14
num_cat=0
split_feature=4 160 2 2 150 12 2 41 4 16 0 16 13
split_gain=124.752 51.4467 48.9119 40.0099 37.175 29.6217 43.853 29.2679 30.6133 27.8735 88.3013 30.1888 26.7732
threshold=0.30163500000000004 -0.077944999999999987 0.14106500000000002 -0.007134999999999999 0.082295000000000021 -0.06202499999999999 0.099675000000000014 0.077565000000000009 -0.49269499999999994 -0.011859999999999997 -0.10185499999999999 -0.019749999999999993 -0.08533499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 12 6 -5 8 -7 11 -11 -10 -3
right_child=1 4 -4 5 -6 7 -8 -9 9 10 -12 -13 -14
leaf_value=0.0014848614086800831 0.0059077245054539561 -0.0043239734269006954 0.00059656103324726736 0.011881180231982083 0.003851549113873897 0.0083823323522024505 0.0050013477154860816 0.0014832501084651073 0.0054846580708862221 -0.002071967561624451 0.004969490636069121 0.0090380779593914034 0.00035361089299123355
leaf_weight=81 53 62 70 52 52 98 61 60 1016 60 531 78 92
leaf_count=81 53 62 70 52 52 98 61 60 1016 60 531 78 92
internal_value=0 0.00107295 0.00511992 0.00527534 -0.000170661 0.00543227 0.00816781 0.00526452 0.00539173 0.00521776 0.00425452 0.00573806 -0.00152919
internal_weight=0 259 2107 2037 206 1956 113 1843 1783 1685 591 1094 154
internal_count=2366 259 2107 2037 206 1956 113 1843 1783 1685 591 1094 154
is_linear=0
shrinkage=0.00550236


Tree=246
num_leaves=12
num_cat=0
split_feature=9 4 3 147 15 15 3 1452 48 13 13
split_gain=89.2382 66.9925 49.8022 36.2074 41.2646 32.7848 33.674 30.4292 32.6188 25.7391 22.6304
threshold=-1.0000000180025095e-35 0.30163500000000004 0.30112000000000005 0.087350000000000025 -0.14820999999999998 -0.46503999999999995 -0.080804999999999974 0.087590000000000015 0.082225000000000006 -0.023454999999999997 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 -7 8 10 -10 -6
right_child=1 5 -4 -5 7 6 -8 -9 9 -11 -12
leaf_value=-0.0022991157800455867 0.0098439229704411178 0.0050953941740997204 -0.0010506573549368353 9.8131654860992865e-05 0.0093871043822457267 0.0035712491918328303 -0.0023873388645835416 0.0087739033231946598 0.0049352391607713347 0.0011477945113357532 0.0051720730534109294
leaf_weight=75 76 67 52 54 52 60 99 86 138 145 1462
leaf_count=75 76 67 52 54 52 60 99 86 138 145 1462
internal_value=0 0.00465747 0.00501254 0.00516919 0.00530894 0.00141292 -0.000138394 0.00512587 0.00495125 0.00299491 0.00531689
internal_weight=0 2291 2065 2013 1959 226 159 1883 1797 283 1514
internal_count=2366 2291 2065 2013 1959 226 159 1883 1797 283 1514
is_linear=0
shrinkage=0.00627615


Tree=247
num_leaves=18
num_cat=0
split_feature=4 1 3 0 14 47 1 3 49 16 4 4 16 15 0 0 0
split_gain=2236.45 695.309 383.134 146.178 122.264 102.728 98.0184 72.9191 62.0376 59.0977 52.4632 56.2471 39.8048 37.3262 27.3391 25.056 18.5857
threshold=0.30163500000000004 0.10141500000000002 -0.046329999999999989 0.12539500000000003 0.062655000000000016 0.085505000000000012 0.12007000000000002 0.091170000000000015 -0.052259999999999994 0.26391000000000003 0.036620000000000007 -0.11205499999999999 -0.11777499999999998 -0.42759999999999992 -0.085669999999999982 -0.10075499999999998 -0.11073999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 7 8 15 10 -4 -3 11 -1 16 -8 -13 -2 -12
right_child=6 2 5 -5 -6 -7 13 -9 -10 -11 12 14 -14 -15 -16 -17 -18
leaf_value=0.010776848216232536 0.0064188425580748972 0.010335143256128172 0.006091873617923068 0.0086475204110469453 0.017721305792780501 0.009533229669018423 0.002733839609925954 0.010368097844629371 0.0018404164559603247 0.01437191802929213 0.014925804891304016 0.014681758181636436 0.010766878952362531 -0.00050546242352037495 0.013728611915785007 0.003455695330969543 0.012288655486343121
leaf_weight=54 64 67 85 58 75 53 74 68 58 80 52 480 98 69 823 52 56
leaf_count=54 64 67 85 58 75 53 74 68 58 80 52 480 98 69 823 52 56
internal_value=0 0.0127933 0.00866518 0.013596 0.0137642 0.00576471 0.0029265 0.0135822 0.00436774 0.0125323 0.013722 0.0139483 0.0122307 0.00117058 0.0140798 0.00509083 0.0135587
internal_weight=0 2107 343 1764 1706 196 259 1631 143 147 1563 1357 206 143 1303 116 108
internal_count=2366 2107 343 1764 1706 196 259 1631 143 147 1563 1357 206 143 1303 116 108
is_linear=0
shrinkage=0.00316857


Tree=248
num_leaves=15
num_cat=0
split_feature=4 0 4 151 0 0 43 157 43 42 1452 1 4 0
split_gain=83.3323 46.3191 79.2321 35.4732 37.9066 30.6122 26.808 25.5083 21.226 20.525 17.6019 17.8595 13.5279 6.33621
threshold=0.30163500000000004 -0.00077999999999999999 -0.42305999999999994 0.009020000000000002 -0.22384499999999996 -0.10075499999999998 -0.23596999999999999 -0.00078499999999999989 -0.046639999999999994 0.11661000000000001 0.087755000000000014 0.10254500000000001 -0.049744999999999991 -0.18560999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 13 12 -3 -7 10 11 -8 -6 -2
right_child=5 2 -4 -5 6 8 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0083396510454281734 0.004016712400134236 0.0060863293163791786 -0.003187216157461295 0.00096630123967950338 0.0046467919715218776 0.001150714867003724 0.0041302137563682811 0.0017663258154822534 -0.002616080178281834 0.0016338623872093013 0.0065119241759971471 0.0024709061906424681 0.0078811068554899694 0.0016389730101878583
leaf_weight=53 54 59 61 88 64 77 1295 79 71 93 68 183 64 57
leaf_count=53 54 59 61 88 64 77 1295 79 71 93 68 183 64 57
internal_value=0 0.00381064 0.00152871 0.00404861 0.00419762 0.000823322 0.00407335 0.00361367 -0.00065597 0.00390221 0.00403863 0.0039248 0.00626436 0.00279619
internal_weight=0 2107 199 1908 1820 259 1767 138 148 1639 1546 1478 128 111
internal_count=2366 2107 199 1908 1820 259 1767 138 148 1639 1546 1478 128 111
is_linear=0
shrinkage=0.00496948


Tree=249
num_leaves=25
num_cat=0
split_feature=1 52 52 1 2 2 3 150 0 0 51 51 0 2 0 3 15 0 0 0 50 52 15 52
split_gain=1969.95 573.541 271.199 165.372 133.64 100.122 177.571 73.9936 80.4631 60.3231 60.3125 50.2507 48.3663 38.0649 32.317 30.6864 29.5038 28.1534 15.4059 13.6734 12.7439 12.4002 5.96356 8.99976
threshold=0.10141500000000002 -0.41304999999999997 0.19121000000000002 0.13554500000000003 0.099675000000000014 0.10272000000000002 -0.021559999999999996 0.089910000000000018 -0.14822499999999997 -0.037224999999999994 -0.082979999999999984 -1.0000000180025095e-35 -0.088884999999999978 0.15398500000000001 -0.083554999999999977 0.045635000000000002 -0.031659999999999994 -0.034179999999999995 -0.074544999999999986 -0.10490499999999998 0.10861000000000003 -0.083939999999999987 -0.071974999999999983 0.097655000000000006
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=4 -2 3 5 7 6 -3 8 -1 12 -9 -7 -6 -5 19 -13 -16 18 -18 -10 21 -21 -14 -24
right_child=1 2 -4 13 9 11 -8 10 14 -11 -12 15 22 -15 16 -17 17 -19 -20 20 -22 -23 23 -25
leaf_value=0.019948849023256585 0.017829144220702062 0.015481278146199049 0.015502737351103007 0.0065873672281581662 0.013507919924644384 0.0054077592125464672 0.0079975462747388301 0.016849817702760412 0.016104788791432088 0.01219549091190149 0.012189947234903627 0.0075968588433143643 0.017258798865198752 0.0031753107000943703 0.014686776260187833 0.010363628065562626 0.016761177480542951 0.018508661085006751 0.015369016997402913 0.018787583173335939 0.0164423712569697 0.017575835797205355 0.015280600308774969 0.016956494327949684
leaf_weight=95 79 57 53 76 79 52 63 53 61 65 52 80 54 52 74 72 369 75 95 100 74 412 69 55
leaf_count=95 79 57 53 76 79 52 63 53 61 65 52 80 54 52 74 72 369 75 95 100 74 412 69 55
internal_value=0 0.0101328 0.0089288 0.00815789 0.0166332 0.00932575 0.0115526 0.0170284 0.017221 0.0148413 0.0145424 0.00801568 0.0155104 0.00520148 0.0170153 0.00890765 0.016509 0.0167591 0.0164762 0.0174949 0.0176396 0.0178126 0.0163989 0.0160242
internal_weight=0 584 505 452 1782 324 120 1460 1355 322 105 204 257 128 1260 152 613 539 464 647 586 512 178 124
internal_count=2366 584 505 452 1782 324 120 1460 1355 322 105 204 257 128 1260 152 613 539 464 647 586 512 178 124
is_linear=0
shrinkage=0.0030715


Tree=250
num_leaves=18
num_cat=0
split_feature=31 4 42 16 0 4 48 4 15 48 0 4 4 16 2 16 48
split_gain=60.5437 46.5636 28.6453 23.6911 38.0199 69.304 64.557 20.7082 18.817 18.4455 43.1916 15.8593 85.2955 14.9762 13.0782 12.1709 5.52801
threshold=-0.018414999999999997 0.27161500000000005 0.088865000000000013 -0.15796999999999997 -0.13740499999999997 -0.030434999999999993 0.090085000000000012 0.24099500000000004 0.035560000000000008 0.092205000000000023 -0.068669999999999995 -0.42305999999999994 -0.097514999999999977 -0.49181999999999998 0.10394500000000002 0.0086100000000000013 0.10445500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 13 7 5 -5 -7 8 -2 11 16 14 -13 -3 -6 -14 -11
right_child=1 2 -4 4 9 6 -8 -9 -10 10 -12 12 15 -15 -16 -17 -18
leaf_value=-0.0011709516869542697 0.0099213961057199752 0.0045722953857746645 -0.0010014804038912461 0.0067419272528245235 0.0084649039224765129 -0.0048752397578843984 0.0035262874785482131 0.0036057281365469095 0.0053939770173426355 0.003640255316641733 -0.00098037155305074827 -0.0021483964635511032 0.0050705529898503457 0.0011931336864987024 0.004840869300847545 0.0038016623112150497 0.0061491015762335172
leaf_weight=65 59 94 72 56 59 56 54 52 52 54 59 55 1114 68 61 286 52
leaf_count=65 59 94 72 56 59 56 54 52 52 54 59 55 1114 68 61 286 52
internal_value=0 0.00419388 0.00187531 0.00445608 0.00428442 0.00177683 -0.000750322 0.00646297 0.00780097 0.00452362 0.0027787 0.00470638 0.00454825 0.00315424 0.00662317 0.00481138 0.00487156
internal_weight=0 2303 234 2069 1906 166 110 163 111 1740 165 1575 1455 162 120 1400 106
internal_count=2368 2303 234 2069 1906 166 110 163 111 1740 165 1575 1455 162 120 1400 106
is_linear=0
shrinkage=0.00548266


Tree=251
num_leaves=15
num_cat=0
split_feature=12 96 15 16 52 3 3 42 3 3 1375 159 12 11
split_gain=33.5659 33.0261 28.4096 28.63 27.8531 35.2451 33.6022 58.0259 26.6523 20.823 18.7874 13.7134 7.40017 6.81076
threshold=0.13969000000000004 1.0000000180025095e-35 -0.37478999999999996 -0.38959499999999997 0.14564000000000002 -0.083134999999999987 -0.14162499999999997 0.077855000000000021 0.30112000000000005 -0.10468499999999999 -0.085004999999999983 -0.41956999999999994 0.088545000000000013 0.086945000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 13 9 -8 -11 -7 -13 -4
right_child=-2 -3 4 -5 5 11 8 -9 -10 10 -12 12 -14 -15
leaf_value=0.0035977168803794733 -0.0010302390544360018 -0.00067384810685557897 0.0025669334415137639 -0.0019319761412108522 -0.0021780882176092088 0.005283187559122428 0.0011646343517673187 0.011201412092263425 0.00017753819631903027 0.00081720460976901 0.0044630885585633636 0.00040486820309732272 0.0033499687693229951 0.0055921487686589827
leaf_weight=78 53 58 53 58 52 78 77 66 61 52 1505 53 71 53
leaf_count=78 53 58 53 58 52 78 77 66 61 52 1505 53 71 53
internal_value=0 0.00376663 0.00388076 0.001239 0.00405013 0.00219763 0.00430212 0.00681309 0.00404728 0.00419171 0.00434137 0.00332437 0.00209169 0.00408014
internal_weight=0 2315 2257 136 2121 254 1867 172 1695 1634 1557 202 124 106
internal_count=2368 2315 2257 136 2121 254 1867 172 1695 1634 1557 202 124 106
is_linear=0
shrinkage=0.00596096


Tree=252
num_leaves=23
num_cat=0
split_feature=4 2 123 2 2 11 133 4 133 4 43 1429 43 49 2 2 43 4 155 4 43 4
split_gain=1613.89 348.862 250.036 84.9815 56.0234 55.6949 48.6654 48.5976 58.3956 61.4112 74.5087 37.3448 32.9165 30.0648 24.3981 28.4164 19.0082 27.2163 17.9858 14.8782 9.92556 8.37502
threshold=0.27834500000000006 0.14721500000000001 1.0000000180025095e-35 0.090115000000000015 0.13538500000000001 1.0000000180025095e-35 0.085650000000000018 -0.062804999999999986 0.047025000000000004 0.020345000000000005 -0.0084099999999999991 0.084690000000000015 -0.055679999999999993 0.10470500000000001 0.074875000000000011 0.085835000000000009 -0.074719999999999995 -0.21586499999999997 0.087925000000000017 0.022635000000000006 -1.0000000180025095e-35 0.032965000000000001
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 2 3 5 12 11 -4 16 9 10 -9 14 -2 21 19 -16 -5 18 -18 -1 -19 -10
right_child=4 -3 6 7 -6 -7 -8 8 13 -11 -12 -13 -14 -15 15 -17 17 20 -20 -21 -22 -23
leaf_value=0.01322910061694977 0.0039083396851046261 0.0056132814372060937 0.010316357051569877 0.011635528922332857 0.0027753410792993581 0.016436072232020392 0.00644610300593288 0.011803732234177699 0.014002260529580004 0.012497120769181427 0.0076532847478827338 0.011171882862796767 0.0066816925393585053 0.011048802450138402 0.014521414072190455 0.013278786363034388 0.015727913675897934 0.013605503908901622 0.013350800433341347 0.01187039683755063 0.011938636428369039 0.012538199536410725
leaf_weight=361 57 60 60 56 87 53 52 67 97 97 83 63 103 61 298 337 58 52 52 86 76 52
leaf_count=361 57 60 60 56 87 53 52 67 97 97 83 63 103 61 298 337 58 52 52 86 76 52
internal_value=0 0.0125699 0.0127724 0.0130168 0.00466602 0.0135008 0.00851973 0.0122446 0.0116469 0.0106816 0.00950736 0.0133649 0.00569388 0.0127821 0.0134926 0.013862 0.0131735 0.0135352 0.0146045 0.0129678 0.012616 0.0134915
internal_weight=0 2121 2061 1949 247 1198 112 751 457 247 150 1145 160 210 1082 635 294 238 110 447 128 149
internal_count=2368 2121 2061 1949 247 1198 112 751 457 247 150 1145 160 210 1082 635 294 238 110 447 128 149
is_linear=0
shrinkage=0.00292631


Tree=253
num_leaves=19
num_cat=0
split_feature=1 43 133 3 150 2 4 2 52 124 1420 4 12 12 1375 4 15 2
split_gain=45.4688 47.1452 40.9935 54.4895 47.3922 23.132 54.689 27.0924 32.1669 23.6729 20.615 26.8672 19.9226 20.116 14.4735 13.2786 8.81084 4.84985
threshold=0.089625000000000024 0.085460000000000022 -0.039759999999999997 0.31534000000000006 -0.073399999999999979 0.11215000000000001 0.06301000000000001 0.09036000000000001 -0.069034999999999985 -1.0000000180025095e-35 -0.052439999999999994 -0.16270999999999997 -1.0000000180025095e-35 0.078515000000000015 -0.029589999999999995 -0.085574999999999984 -0.14733499999999997 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 -4 7 -7 9 -9 -6 -1 -12 -13 -14 -15 17 -17 -16
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 11 12 13 14 15 16 -18 -19
leaf_value=0.0067596864671910853 -0.0022367022935595791 0.0060414038571225551 -0.001995050524441148 -0.0027721117951142512 0.000386245419905958 0.0082814925068028476 0.0021816370866005082 0.0025870416981310486 -0.0026333688494888882 0.003760934847644914 0.00089989046887721383 0.0064861758664228868 0.00060959532540487817 0.0062616141921415453 0.00591203614192491 0.0013865778117092289 0.0035201150232245871 0.0042218309984026819
leaf_weight=54 57 76 53 52 65 63 92 71 52 284 89 65 54 56 72 52 952 109
leaf_count=54 57 76 53 52 65 63 92 71 52 284 89 65 54 56 72 52 952 109
internal_value=0 0.00224766 0.00188216 0.00220296 0.00258349 0.00297059 0.00466128 0.00241528 0.000379601 0.00313257 0.00369914 0.00358505 0.00376073 0.00362389 0.00375501 0.00363651 0.00340967 0.00489448
internal_weight=0 865 789 732 680 627 155 472 123 349 1503 1449 1360 1295 1241 1185 1004 181
internal_count=2368 865 789 732 680 627 155 472 123 349 1503 1449 1360 1295 1241 1185 1004 181
is_linear=0
shrinkage=0.005043


Tree=254
num_leaves=22
num_cat=0
split_feature=4 40 13 2 2 160 4 13 16 52 13 16 13 133 4 52 52 13 52 16 16
split_gain=1126.24 296.82 213.07 89.4853 77.8419 54.7107 51.4275 48.1362 46.4964 115.056 34.5318 28.8073 24.2115 30.837 27.7261 23.1397 53.7765 25.371 18.4355 16.0608 13.6985
threshold=0.27834500000000006 -0.03549999999999999 -0.16392499999999996 0.13538500000000001 0.092235000000000025 0.075825000000000017 -0.031874999999999994 -0.075154999999999986 -0.059624999999999991 -0.10886 -0.097519999999999982 -0.49181999999999998 0.00084500000000000016 0.11050000000000001 -0.42305999999999994 -0.064819999999999989 -0.087239999999999984 -0.0042499999999999994 0.40249000000000007 -1.0000000180025095e-35 0.0070300000000000007
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 11 10 -1 12 -8 -9 -10 -4 -2 13 20 -14 16 17 -12 19 -17 -6
right_child=3 2 4 -5 6 -7 7 8 9 -11 15 -13 14 -15 -16 18 -18 -19 -20 -21 -22
leaf_value=0.0070778690600317553 0.0080152477615293462 0.0077398036361043697 0.015142330156987696 0.0034800788453122826 0.015045118773077232 0.010541182615897114 0.012739124139402603 0.011762902062468876 0.012073950956579066 0.0063564276294206957 0.01220328893522225 0.0055413708641606618 0.013076847355146439 0.011458345631438528 0.010341017804510733 0.013190641366555731 0.0097880196963742259 0.014239939865696633 0.011890120400900293 0.014651300505611625 0.013212020338293284
leaf_weight=95 98 73 62 87 58 60 87 88 53 61 149 62 57 54 63 805 57 74 82 66 77
leaf_count=95 98 73 62 87 58 60 87 88 53 61 149 62 57 54 63 805 57 74 82 66 77
internal_value=0 0.0122001 0.0124982 0.00579711 0.0126816 0.0084187 0.0118343 0.010973 0.0102122 0.00901484 0.0130729 0.00705681 0.0126397 0.0132738 0.0116408 0.0129688 0.0122501 0.0128793 0.01318 0.0133014 0.0139998
internal_weight=0 2121 1966 247 1893 155 598 289 202 114 1295 160 309 189 120 1233 280 223 953 871 135
internal_count=2368 2121 1966 247 1893 155 598 289 202 114 1295 160 309 189 120 1233 280 223 953 871 135
is_linear=0
shrinkage=0.00283776


Tree=255
num_leaves=27
num_cat=0
split_feature=1 1 12 1 12 1 0 4 4 52 4 16 1 151 0 12 12 157 0 475 160 12 48 49 16 0
split_gain=1865.07 355.093 216.168 103.024 117.785 81.9598 74.1532 58.2378 54.4337 45.0273 36.2321 33.3181 28.6095 37.9674 26.5079 16.2111 15.6124 13.3712 13.1316 11.7766 11.557 9.90688 12.0358 8.17072 7.10628 9.15855
threshold=0.10538500000000002 0.13630500000000004 0.087245000000000003 0.089710000000000026 -0.010219999999999998 0.15022500000000003 -0.14097999999999997 0.0066850000000000008 -0.0096349999999999977 0.10024500000000001 0.018150000000000003 -0.12029499999999999 0.11684000000000001 -1.0000000180025095e-35 -0.085384999999999975 0.082530000000000006 0.093270000000000006 -0.0036449999999999994 -0.070644999999999986 -0.084144999999999984 -0.40080999999999994 0.083825000000000024 0.085700000000000012 0.10440000000000001 0.0086100000000000013 -0.077084999999999987
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=3 2 12 6 -5 -3 -1 9 -4 14 17 -9 13 -2 21 -16 20 -6 -18 -17 -11 -8 -23 -13 25 -19
right_child=1 5 8 4 10 -7 7 11 -10 16 -12 23 -14 -15 15 19 18 24 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.014644290162056433 0.0065703282213227642 0.0011012940273930297 0.011722188447865821 0.004827488152998406 0.0094536983092631255 -0.0044541205051024536 0.014162180328498064 0.011407819346298441 0.0071176596222754301 0.012315512508984664 0.0078414934819065561 0.0079253981964879632 0.0021852361861725289 0.0027990990678854835 0.0099093167800795127 0.01348639888060351 0.010686864141616525 0.012644028100058116 0.008375593829053769 0.011736283255798367 0.010229046551231585 0.013032938183634213 0.011346413890461862 0.0097202839568557662 0.010474345766258565 0.010814750015783919
leaf_weight=99 63 81 57 52 52 53 65 100 68 71 52 70 103 66 54 52 65 80 55 456 59 232 66 55 64 57
leaf_count=99 63 81 57 52 52 53 65 100 68 71 52 70 103 66 54 52 65 80 55 456 59 232 66 55 64 57
internal_value=0 0.00372546 0.00553519 0.0113382 0.00966075 -0.00109572 0.0117377 0.0115322 0.00921762 0.0118423 0.0104847 0.00991222 0.00355097 0.00464115 0.0121961 0.0117228 0.0105333 0.0110278 0.00962784 0.0119155 0.0113689 0.0129287 0.0126595 0.00871545 0.0114348 0.0118832
internal_weight=0 491 357 1856 357 134 1499 1400 125 1175 305 225 232 129 925 562 250 253 120 508 130 363 298 125 201 137
internal_count=2347 491 357 1856 357 134 1499 1400 125 1175 305 225 232 129 925 562 250 253 120 508 130 363 298 125 201 137
is_linear=0
shrinkage=0.00347346


Tree=256
num_leaves=21
num_cat=0
split_feature=1 1 130 4 14 15 124 1 48 15 12 0 457 4 48 4 52 15 3 4
split_gain=138.215 68.5635 62.4893 53.6505 62.4088 34.1062 33.6008 33.0702 25.8797 16.023 15.8004 15.7503 15.808 12.4423 17.6251 22.7273 15.9277 6.91443 7.51263 1.06341
threshold=0.15022500000000003 0.089625000000000024 -1.0000000180025095e-35 -0.033449999999999987 -0.22253999999999999 -0.0096849999999999974 -0.051674999999999992 0.10797500000000002 0.095930000000000015 0.022565000000000005 0.092900000000000024 -0.14097999999999997 0.035070000000000011 0.0063250000000000008 0.092205000000000023 -0.44205499999999992 0.099400000000000016 -0.069404999999999981 -0.076254999999999989 0.065590000000000009
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 11 -3 7 -5 6 -6 9 -8 -4 -11 -1 13 14 15 -13 -17 19 -19 -15
right_child=-2 2 3 4 5 -7 8 -9 -10 10 -12 12 -14 17 -16 16 -18 18 -20 -21
leaf_value=0.0071069358627391856 -0.0049809792396968578 -0.0030860596589786767 0.0023883991309306659 0.0075196985848153307 -0.00092792863833460529 -0.0028867401858205075 0.0039425785287616668 0.009148544964202027 -0.00022640219858605586 0.007938027887882863 0.0039292586277212375 0.0085076588600109613 0.0070409857625101319 0.0037693547151008162 0.0022055725068857329 0.0052319609412569482 0.0034763995281014803 0.003848028417925278 0.00082019939360357332 0.0048614065481088105
leaf_weight=98 53 52 85 60 93 52 208 56 61 52 78 57 91 55 74 748 210 52 52 60
leaf_count=98 53 52 85 60 93 52 208 56 61 52 78 57 91 55 74 748 210 52 52 60
internal_value=0 0.0042138 0.0028798 0.00329628 0.0021538 0.00137598 0.00198848 0.00529436 0.00299697 0.0042902 0.00553323 0.00492398 0.00477102 0.00461305 0.00485939 0.00505282 0.00484719 0.00338779 0.00233469 0.00433964
internal_weight=0 2294 797 745 474 414 362 271 269 215 130 1497 1399 1308 1089 1015 958 219 104 115
internal_count=2347 2294 797 745 474 414 362 271 269 215 130 1497 1399 1308 1089 1015 958 219 104 115
is_linear=0
shrinkage=0.00562945


Tree=257
num_leaves=24
num_cat=0
split_feature=2 15 3 2 13 0 3 2 2 2 15 15 0 49 3 15 3 16 43 15 43 16 13
split_gain=1818.67 995.133 412.607 339.238 242.954 164.727 145.152 120.667 139.138 105.308 95.7859 59.3698 58.7598 46.2441 70.9555 32.3978 28.5196 27.7887 21.063 19.7143 11.1063 7.54928 4.51189
threshold=0.12051500000000002 -0.37478999999999996 -0.041784999999999996 0.17000000000000001 -0.00038499999999999998 -0.085309999999999983 0.10323000000000002 -1.0000000180025095e-35 0.10713500000000002 0.099145000000000025 -0.075694999999999985 -1.0000000180025095e-35 -0.079249999999999987 -0.047749999999999994 -0.13088999999999998 0.029300000000000003 -0.10237999999999998 0.081265000000000018 -0.078409999999999994 0.091735000000000025 0.019675000000000002 -0.063814999999999997 -0.071839999999999987
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=1 -1 9 5 7 -2 11 -4 -9 12 -7 -6 13 -3 -15 17 -11 -14 -18 -17 -16 -20 -21
right_child=3 2 4 -5 6 10 -8 8 -10 16 -12 -13 15 14 20 19 18 -19 21 22 -22 -23 -24
leaf_value=0.0014816386318386773 0.0016111838913796467 0.010627558329850295 0.0027847897504817681 -0.0027573467644229055 0.010947175364860756 0.0039142790006089119 0.007028436813584964 0.010216548868591758 0.0042962304759803444 0.0091548421270421405 0.0088666948304472869 0.014725303629248681 0.0087394367750124879 0.015860364272419047 0.012734863029769745 0.013087831673097352 0.012280485921652661 0.011311054218226592 0.01100961144652946 0.011977664294909133 0.011794404394142392 0.0095094596935511831 0.010947184494307616
leaf_weight=83 76 83 52 59 82 52 54 77 52 97 74 54 57 56 752 79 67 78 54 55 114 52 88
leaf_count=83 76 83 52 59 82 52 54 77 52 97 74 54 57 56 752 79 67 78 54 55 114 52 88
internal_value=0 0.0109677 0.0113607 0.00313975 0.00869921 0.00486232 0.0109075 0.00638092 0.0078303 0.0119657 0.00682308 0.0124475 0.0122821 0.0126284 0.0128085 0.011307 0.01037 0.0102255 0.0110512 0.0119645 0.0126111 0.010274 0.0113437
internal_weight=0 2086 2003 261 371 202 190 181 129 1632 126 136 1362 1005 922 357 270 135 173 222 866 106 143
internal_count=2347 2086 2003 261 371 202 190 181 129 1632 126 136 1362 1005 922 357 270 135 173 222 866 106 143
is_linear=0
shrinkage=0.00279563


Tree=258
num_leaves=23
num_cat=0
split_feature=1 3 1 4 123 4 0 3 4 0 1 16 51 0 47 4 16 50 16 3 0 0
split_gain=2787.16 568.537 292.144 167.788 164.057 93.678 77.0623 68.4409 60.5954 79.1612 50.2236 53.9258 47.4384 49.6616 40.428 53.5194 33.753 26.4671 22.0754 20.7182 15.1214 4.1122
threshold=0.10538500000000002 -0.06340999999999998 0.13630500000000004 0.30163500000000004 1.0000000180025095e-35 0.043850000000000007 -0.079249999999999987 0.31400500000000003 -0.49269499999999994 0.036480000000000005 0.083555000000000018 -0.36241499999999999 -0.10101999999999998 -0.15825999999999998 0.07813500000000001 0.070595000000000005 -0.073494999999999991 0.11669000000000002 -0.11010999999999999 -0.073444999999999983 -0.066849999999999979 -0.075969999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 14 -2 5 6 12 -4 -8 16 11 -7 -1 -14 15 -3 21 18 -15 -13 -18 -10
right_child=1 2 7 -5 -6 10 8 -9 9 -11 -12 19 13 17 -16 -17 20 -19 -20 -21 -22 -23
leaf_value=0.022195029493034233 0.016783632589606041 0.0060539359205386174 0.0047550213404504802 0.0096375425718491295 0.013024824310733919 0.019501100683075086 0.01992560521589366 -0.00042822337776476157 0.018447695678001176 0.013094131257198363 0.013551952847326802 0.017046398557675715 0.015761025819866034 0.021177549918471966 0.011368747436020711 0.0099178227429953681 0.017436766499666228 0.016827563373102178 0.019103738066251735 0.01426646242048168 0.015763533787730679 0.019729417123149635
leaf_weight=53 103 81 58 58 71 70 97 57 66 52 57 68 53 63 53 81 177 54 774 55 94 52
leaf_count=53 103 81 58 58 71 70 97 57 66 52 57 68 53 63 53 81 177 54 774 55 94 52
internal_value=0 0.00903355 0.00650821 0.0142095 0.0180349 0.0182341 0.0185449 0.00218562 0.0175194 0.01699 0.0163258 0.0171449 0.0190983 0.0189244 0.00882013 0.0079861 0.0175107 0.0191125 0.0192599 0.0158036 0.0168565 0.0190128
internal_weight=0 491 330 161 1856 1785 1535 115 538 441 250 193 997 944 215 162 389 891 837 123 271 118
internal_count=2347 491 330 161 1856 1785 1535 115 538 441 250 193 997 944 215 162 389 891 837 123 271 118
is_linear=0
shrinkage=0.00335962


Tree=259
num_leaves=16
num_cat=0
split_feature=3 2 43 9 150 15 14 2 150 0 0 13 15 13 43
split_gain=118.846 62.9354 44.2211 37.2075 25.5256 52.8276 18.9944 15.4709 15.2514 24.0026 16.2844 10.0241 14.1894 19.3898 8.60608
threshold=0.31534000000000006 0.10859000000000001 -0.08423499999999999 -1.0000000180025095e-35 0.082965000000000025 -0.090364999999999987 0.078400000000000011 0.088005000000000014 -0.084634999999999988 -0.14032999999999998 0.10798500000000001 0.0083850000000000018 -0.0087849999999999977 -0.023454999999999997 -0.073959999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 8 -7 -5 -10 -11 12 13 14 -4
right_child=-2 2 11 4 5 7 -8 -9 9 10 -12 -13 -14 -15 -16
leaf_value=0.00088978524760239348 -0.0022135203225086483 -0.00068941832016173937 0.0050529937996743836 0.0022934042922008796 -0.0011908030196778913 0.0031214447492044438 0.0080564763741817376 0.0064150004177568219 0.008261627214390492 0.0048165543257311328 0.0074752446264084085 0.0016529273902579874 0.0019928532128709242 0.0068934848731929711 0.0023947429621656935
leaf_weight=63 74 86 52 53 53 76 53 71 58 1358 62 69 78 62 79
leaf_count=63 74 86 52 53 53 76 53 71 58 1358 62 69 78 62 79
internal_value=0 0.00431491 0.00255799 0.0047201 0.00485533 0.00314791 0.00507088 0.00471258 0.00496749 0.00506335 0.00493268 0.00337955 0.00381897 0.00455671 0.00345034
internal_weight=0 2273 426 1847 1784 200 1584 147 1531 1478 1420 340 271 193 131
internal_count=2347 2273 426 1847 1784 200 1584 147 1531 1478 1420 340 271 193 131
is_linear=0
shrinkage=0.00506998


Tree=260
num_leaves=20
num_cat=0
split_feature=4 13 124 15 4 133 13 0 4 13 15 51 0 47 157 0 51 15 13
split_gain=1378.36 287.537 214.508 152.538 130.884 90.324 70.1169 83.6371 59.3596 56.0437 48.0189 47.0034 28.0135 25.5303 24.2725 19.3106 11.8422 9.23615 7.78149
threshold=0.30163500000000004 -0.28558999999999996 -1.0000000180025095e-35 -0.42075999999999997 0.024315000000000003 0.084675000000000014 -0.085409999999999986 -0.10490499999999998 0.51400500000000016 -0.015744999999999999 -0.043644999999999996 0.093135000000000009 -0.082134999999999986 0.10728500000000002 -0.0085999999999999983 -0.10264999999999998 0.077225000000000016 -0.068639999999999993 -0.087529999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 8 6 -3 14 -8 -2 -5 13 12 -9 15 -4 -6 18 -13 -16
right_child=3 2 4 9 10 -7 7 11 -10 -11 -12 17 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0071394988607408824 0.0097384330564891791 0.011877633581922046 0.016487347116193325 0.00016121658645639587 0.014461731059026584 0.0069430370343798679 0.010747421560581928 0.014550110224941576 0.0055309666900295127 0.0045501495868754301 0.0095307860337443852 0.012674420989372515 0.013490795107602132 0.010444091436690778 0.013879498107017831 0.012161867292325818 0.015835602517044491 0.0110184382470496 0.015245080481669251
leaf_weight=78 57 72 79 52 52 68 101 377 71 58 82 70 631 52 160 103 54 59 53
leaf_count=78 57 72 79 52 52 68 101 377 71 58 82 70 631 52 160 103 54 59 53
internal_value=0 0.0129226 0.0131467 0.00512681 0.0134207 0.00948106 0.0137673 0.0134257 0.00740486 0.00247568 0.0115204 0.0136636 0.013887 0.0123084 0.0149897 0.0129336 0.0145464 0.0119173 0.0142194
internal_weight=0 2091 2013 238 1873 140 1584 1238 128 110 289 1137 1008 207 346 155 267 129 213
internal_count=2329 2091 2013 238 1873 140 1584 1238 128 110 289 1137 1008 207 346 155 267 129 213
is_linear=0
shrinkage=0.00306936


Tree=261
num_leaves=28
num_cat=0
split_feature=2 12 2 2 2 0 12 156 0 16 39 16 50 49 51 0 51 16 49 12 16 52 0 0 13 50 13
split_gain=1239.53 631.208 314.383 330.512 182.065 126.617 98.0115 81.2937 44.5021 42.3275 42.0865 35.0201 28.2491 43.1371 28.6526 26.9232 24.9826 23.4102 19.4254 18.6925 13.554 26.6688 13.0881 11.5871 10.1901 2.6457 2.46814
threshold=0.12454500000000002 0.078515000000000015 -1.0000000180025095e-35 0.10497000000000002 0.17000000000000001 -0.081854999999999997 0.093270000000000006 0.083125000000000018 -0.13892999999999997 0.055635000000000011 0.087015000000000009 -0.14251999999999995 0.041865000000000006 -0.081429999999999989 -0.090859999999999982 -0.10490499999999998 0.11144500000000002 -0.024819999999999998 0.09721500000000001 0.087675000000000017 -0.073029999999999984 -0.08743999999999999 -0.092319999999999985 -0.089179999999999995 -0.08459499999999999 0.093975000000000017 -0.0072499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 7 5 -2 12 15 -5 -7 -1 -8 13 -3 -15 -4 18 23 20 22 26 -22 -16 -14 -21 -25 -13
right_child=4 6 3 8 -6 9 11 -9 -10 -11 -12 16 17 14 19 -17 -18 -19 -20 24 21 -23 -24 25 -26 -27 -28
leaf_value=0.0077346473202151494 0.0035669345460992014 0.011859016026691163 0.011728599685646752 0.0065200523304977829 0.00071046972908921134 0.0074509908285860203 0.010765179884031081 0.017127064750757846 0.010086983072511192 0.011212362518679639 0.0039440885251716918 0.015410000230765029 0.016293441700259547 0.012508720796991743 0.016847425994979688 0.014420576393089064 0.011421434148904301 0.017625718653522159 0.012172736003569044 0.013291290384273825 0.014942086186461713 0.012818207739185586 0.015154944091606346 0.015155669043983076 0.014652750552152923 0.01425574639651072 0.014459309541732298
leaf_weight=54 60 54 86 85 54 65 52 63 58 54 62 55 73 52 52 64 52 53 67 70 93 157 354 71 249 63 57
leaf_count=54 60 54 86 85 54 65 52 63 58 54 62 55 73 52 52 64 52 53 67 70 93 157 354 71 249 63 57
internal_value=0 0.0133895 0.0101954 0.0116572 0.00576079 0.00728416 0.0143178 0.0141345 0.00796701 0.00915811 0.00570895 0.0132144 0.0148568 0.0145738 0.0147625 0.0128774 0.0134791 0.015761 0.0137285 0.0149241 0.0140163 0.0136084 0.0153718 0.0152833 0.0143541 0.0147328 0.0149265
internal_weight=0 2096 472 356 233 179 1624 213 143 119 116 533 1091 831 777 150 481 260 429 725 362 250 406 207 319 134 112
internal_count=2329 2096 472 356 233 179 1624 213 143 119 116 533 1091 831 777 150 481 260 429 725 362 250 406 207 319 134 112
is_linear=0
shrinkage=0.00313758


Tree=262
num_leaves=30
num_cat=0
split_feature=12 12 13 13 10 52 52 12 12 12 15 15 150 12 11 16 51 52 13 15 15 52 13 13 13 13 402 16 15
split_gain=1085.2 280.738 197.086 183.35 135.457 123.718 107.094 94.8393 64.0637 56.6752 39.6839 40.2588 38.5913 31.138 29.2465 21.9064 19.9694 19.7382 14.7428 11.624 11.2922 9.3855 8.98076 6.79492 10.0312 6.39645 6.05178 5.9991 2.53154
threshold=0.077755000000000005 0.1072 -0.00038499999999999998 0.046185000000000004 -0.0010949999999999998 -0.082554999999999976 0.026115000000000003 0.13820000000000002 -0.088294999999999985 0.086795000000000011 -0.030229999999999996 -0.070049999999999987 0.081245000000000026 0.11512500000000002 0.077290000000000011 0.024125000000000004 -1.0000000180025095e-35 -0.14715499999999998 -0.061199999999999991 0.087010000000000018 -0.092534999999999992 0.088635000000000005 -0.085669999999999982 -0.085669999999999982 -0.073629999999999987 -0.006474999999999999 0.090075000000000002 -0.022939999999999999 -0.072904999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 5 -1 -4 8 13 -6 17 11 16 28 -3 15 19 -11 -2 22 25 -19 23 -18 27 -25 -12 -21 -22 -7
right_child=1 7 3 -5 6 12 -8 -9 -10 10 14 -13 -14 -15 -16 -17 18 20 -20 26 21 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0039968767749563403 0.015560116540215064 0.0097615676324405206 0.014754226670972802 0.0064018972448345573 0.0086634822158315403 0.011553351849110077 0.011197134297389177 0.0066280019184730117 0.0054143416138745281 0.013716364229207977 0.014291888288346991 0.010500924334472606 0.0082013871334638919 0.012276857569670376 0.014985793789027205 0.011669591494735012 0.011810833294413937 0.012661308578199122 0.010988072804194549 0.012800765090738084 0.014173566128101996 0.013017914063885611 0.013352578549604067 0.013092979080911858 0.014486826695078449 0.013192760445964846 0.013737470767744722 0.015381897116816234 0.010677771809691155
leaf_weight=82 55 84 62 73 92 52 63 54 93 88 101 90 52 68 66 77 52 58 60 299 80 64 66 78 81 69 65 53 52
leaf_count=82 55 84 62 73 92 52 63 54 93 88 101 90 52 68 66 77 52 58 60 299 80 64 66 78 81 69 65 53 52
internal_value=0 0.0127922 0.00853231 0.010188 0.0070722 0.0114557 0.00808892 0.00977072 0.00703029 0.0132065 0.012845 0.0120982 0.0101445 0.010887 0.0132377 0.0130488 0.0126385 0.0140028 0.0121055 0.0132476 0.0137958 0.0139806 0.0126734 0.0141914 0.0138032 0.0138459 0.0129681 0.0146553 0.0111158
internal_weight=0 1708 621 291 330 218 248 206 185 1502 1033 356 156 152 677 611 266 469 178 534 414 356 118 292 159 170 364 133 104
internal_count=2329 1708 621 291 330 218 248 206 185 1502 1033 356 156 152 677 611 266 469 178 534 414 356 118 292 159 170 364 133 104
is_linear=0
shrinkage=0.00275948


Tree=263
num_leaves=25
num_cat=0
split_feature=1 2 4 2 123 2 14 40 4 1 2 4 1 49 1 4 15 13 13 15 156 475 15 49
split_gain=4566.63 841.503 481.571 320.513 246 149.557 136.723 119.966 107.611 85.5241 78.3794 61.6142 60.5351 50.0709 47.9081 42.7423 35.5425 34.4551 33.4479 35.218 26.1315 24.5708 15.9128 10.0141
threshold=0.10335000000000001 0.14234000000000005 0.27287000000000006 0.095935000000000006 0.081180000000000016 0.10859000000000001 0.076175000000000007 -0.03549999999999999 0.032965000000000001 0.12958500000000003 0.17000000000000001 -0.013125 0.077300000000000021 0.047620000000000003 0.09202500000000001 -0.013514999999999998 0.090310000000000015 -0.033649999999999992 -0.00016499999999999997 0.035560000000000008 0.088305000000000008 -0.085444999999999979 -0.03886499999999999 0.10852500000000001
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 4 6 5 15 8 -5 14 -4 -3 12 17 -13 18 -2 -16 -9 20 22 21 -1 -20 -15
right_child=1 10 9 7 -6 -7 -8 11 -10 -11 -12 13 -14 23 16 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.04178867631371791 0.038537204487454409 0.025512531160287552 0.02956180002062745 0.033083837295629727 0.029064438735130361 0.032068508028350241 0.043541859210485409 0.038735231082781006 0.036495594346391116 0.025589557971517709 0.020873558722046423 0.034624693954945288 0.040907161579982664 0.038273111799853272 0.036475091041044273 0.035527601591337263 0.039223480045798585 0.03605832649652211 0.038803177962069751 0.039990364583767563 0.038140657016974694 0.03997385273358961 0.036832822539346159 0.036659982308128315
leaf_weight=58 61 52 103 52 59 70 58 78 88 62 52 75 53 55 58 76 81 62 60 99 52 748 59 58
leaf_count=58 61 52 103 52 59 70 58 78 88 62 52 75 53 55 58 76 81 62 60 99 52 748 59 58
internal_value=0 0.0300078 0.031652 0.0388916 0.0338743 0.035245 0.0395282 0.0368908 0.0393495 0.0280694 0.0231933 0.0374103 0.038472 0.0363203 0.0395562 0.0368679 0.0380769 0.0375499 0.0397472 0.0388093 0.0399855 0.0401045 0.0378265 0.0374454
internal_weight=0 535 431 1794 266 207 1361 433 1303 165 104 381 193 188 1215 137 139 140 1076 218 858 806 119 113
internal_count=2329 535 431 1794 266 207 1361 433 1303 165 104 381 193 188 1215 137 139 140 1076 218 858 806 119 113
is_linear=0
shrinkage=0.00266866


Tree=264
num_leaves=19
num_cat=0
split_feature=1 4 2 15 1 0 14 4 12 12 4 15 48 4 0 47 160 2
split_gain=196.059 69.7545 68.5079 53.0875 37.5851 35.5893 23.8538 24.7843 20.449 18.347 33.4102 28.9009 15.085 30.9852 20.5776 14.4452 11.5223 5.9434
threshold=0.10141500000000002 -0.34140499999999996 0.13538500000000001 -0.41309499999999993 0.10587000000000001 0.12539500000000003 0.076175000000000007 0.036620000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.0082450000000000006 -0.17677499999999999 0.093265000000000015 -0.17689999999999997 -0.060199999999999997 0.10350500000000001 0.041405000000000004 0.10028500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 7 8 -1 10 -6 -12 13 -10 -15 -11 17 -9
right_child=1 2 3 -5 9 -7 -8 16 12 15 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.013637877414964576 0.011037227954691796 0.00097672289472270453 0.0052132075641458655 -0.0030381453907367901 0.0014980494038484859 0.0045187343266042887 0.013363357841456662 0.0055502553761511862 0.014476679490652287 0.010568694124773676 0.0048831023856944541 0.010708818136894567 0.0072342815792860275 0.0098583481249422764 0.0058438857143793413 0.0062412040440270166 0.0097926699941329066 0.0079766584668944946
leaf_weight=54 73 53 53 71 58 53 67 82 55 65 86 54 89 1164 52 56 68 76
leaf_count=54 73 53 53 71 58 53 67 82 55 65 86 54 89 1164 52 56 68 76
internal_value=0 0.00534281 0.00450458 0.000488106 0.00584323 0.0095558 0.00971215 0.00956294 0.00986972 0.00665156 0.00548103 0.00713064 0.00972005 0.00989406 0.00968673 0.00856644 0.00764328 0.00671781
internal_weight=0 569 496 124 372 1760 1707 1640 1414 319 198 140 1360 1271 1216 121 226 158
internal_count=2329 569 496 124 372 1760 1707 1640 1414 319 198 140 1360 1271 1216 121 226 158
is_linear=0
shrinkage=0.00623867


Tree=265
num_leaves=28
num_cat=0
split_feature=1 52 1 12 1 151 14 0 12 51 47 42 0 12 52 133 52 1 159 52 0 12 49 0 52 42 1
split_gain=2773.66 603.921 298.805 229.292 172.95 214.063 141.671 90.9478 72.8208 44.8068 41.7 33.8908 31.9759 28.9424 23.844 21.6584 21.1783 20.6454 19.956 13.3861 16.5703 12.3155 10.567 9.32994 8.00461 4.13766 2.37643
threshold=0.104035 -0.41304999999999997 0.13630500000000004 0.088745000000000004 0.089910000000000004 -0.080889999999999976 0.062655000000000016 -0.10023499999999998 0.092615000000000017 -0.090859999999999982 1.0000000180025095e-35 -0.080744999999999983 -0.050864999999999994 0.077755000000000005 -0.078074999999999992 0.088685000000000014 0.074235000000000009 0.11670500000000002 -0.020314999999999996 -0.08929999999999999 -0.07409499999999998 -0.013764999999999998 0.096265000000000003 -0.065794999999999979 0.11037500000000001 0.085630000000000012 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 6 -6 8 -7 9 -1 14 -10 16 21 -3 18 22 -16 -15 -9 26 -11 -13 -4 -18 -17 -21
right_child=1 2 23 -5 5 7 -8 19 11 13 -12 12 -14 15 17 25 24 -19 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.014708518320415177 0.017034099871597291 0.0034950495556447373 0.0029494552123355438 0.012481664533764541 0.0079740793454456029 0.011330055981828744 0.021566537568946741 0.017625528471194658 0.017260319837315529 0.01675373955156834 0.0087850685435319573 0.015377025209892394 0.012405804385738243 0.019391825273849937 0.0074855958960226348 0.017230963029454538 0.017218304697393615 0.00476995264722593 0.017540741693177743 0.016988664213904742 0.01424879200778682 0.014494891321099808 0.01346290282686876 0.0011879165507975968 0.015495355200688616 0.016117143006423255 0.015978130347952181
leaf_weight=86 66 53 63 90 54 53 67 58 81 55 53 62 52 75 66 55 58 61 564 57 56 55 70 74 66 130 53
leaf_count=86 66 53 63 90 54 53 67 58 81 55 53 62 52 75 66 55 58 61 564 57 56 55 70 74 66 130 53
internal_value=0 0.00752364 0.00615902 0.0079237 0.0162957 0.0140987 0.0167884 0.0152926 0.0165611 0.0170335 0.00616296 0.0153226 0.0148129 0.0172475 0.0053907 0.0174641 0.0153017 0.00618151 0.0177581 0.01623 0.0157422 0.0156246 0.0143622 0.00199823 0.0163015 0.0164485 0.0165021
internal_weight=0 526 460 323 1807 331 1476 277 1409 1020 233 389 308 934 180 824 256 127 639 224 166 110 132 137 124 185 110
internal_count=2333 526 460 323 1807 331 1476 277 1409 1020 233 389 308 934 180 824 256 127 639 224 166 110 132 137 124 185 110
is_linear=0
shrinkage=0.00336189


Tree=266
num_leaves=19
num_cat=0
split_feature=15 148 14 151 11 52 159 52 43 48 160 52 12 43 12 52 484 43
split_gain=102.605 80.4467 79.8602 69.1684 33.5754 41.2779 36.9762 40.6384 26.1856 29.6085 30.6224 46.6158 23.4001 20.7789 11.2169 10.3861 11.1536 6.83161
threshold=-0.2987999999999999 -0.062044999999999996 -0.42214499999999994 -0.081864999999999979 1.0000000180025095e-35 -1.0000000180025095e-35 0.087735000000000021 -0.078074999999999992 -0.09583499999999999 0.014805 -1.0000000180025095e-35 -0.088204999999999992 0.083570000000000019 -0.006474999999999999 0.085775000000000004 0.51400500000000016 0.088970000000000007 -0.14495499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 6 -6 8 12 14 15 -11 -12 -8 -4 -3 16 -10 -16
right_child=1 4 13 -5 5 -7 7 -9 9 10 11 -13 -14 -15 17 -17 -18 -19
leaf_value=0.0078524380967981561 0.0067021849884672463 0.011563596483874606 -0.0025161928007948657 -0.0020426787197791066 0.012290589814796971 0.0064743802824665199 0.00010863687912710271 0.0078968075864440049 0.0077266440777492822 0.0088917001214679301 0.0088858581771027751 0.0032487204214178209 0.0053656005338015011 0.0023671681819211997 0.0096567146240921099 0.0054844396725065025 0.010248380242451798 0.0072554115465123543
leaf_weight=62 62 57 55 52 97 63 54 84 1062 75 63 169 52 54 89 61 58 64
leaf_count=62 62 57 55 52 97 63 54 84 1062 75 63 169 52 54 89 61 58 64
internal_value=0 0.00728569 0.00278531 0.00271278 0.00754021 0.0100008 0.00733165 0.0049912 0.0075935 0.00733244 0.00578449 0.00477975 0.00268809 -9.63654e-05 0.00944304 0.00773478 0.00785729 0.00865264
internal_weight=0 2162 171 114 2048 160 1888 190 1698 1488 307 232 106 109 210 1181 1120 153
internal_count=2333 2162 171 114 2048 160 1888 190 1698 1488 307 232 106 109 210 1181 1120 153
is_linear=0
shrinkage=0.00559212


Tree=267
num_leaves=14
num_cat=0
split_feature=1 14 4 1375 14 156 16 1 49 16 2 1 16
split_gain=124.034 67.5581 58.9192 39.1474 39.5628 27.764 40.6594 117.352 23.0256 21.5495 5.01227 4.42357 1.90913
threshold=0.13630500000000004 -1.0000000180025095e-35 0.40330500000000008 -0.085004999999999983 0.076175000000000007 0.050840000000000003 0.14091500000000004 1.0000000180025095e-35 0.11580500000000001 0.081265000000000018 0.13880500000000004 0.11378500000000001 0.41331000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 -7 9 -5 -2 -4 -8
right_child=10 2 11 4 -6 6 12 -9 -10 -11 -12 -13 -14
leaf_value=0.010640797170188844 0.001825932617006113 0.0013660878954683056 0.0028908947937304084 0.0059311512068978426 0.0096194592306222109 0.00612837702953663 0.0058933719714235515 -0.0035206453129508139 0.0032899357382382161 0.0077081811791113895 -0.0001951796282137667 0.00073242797845223147 0.0073078894124704906
leaf_weight=78 60 54 52 1310 79 91 52 58 81 225 81 55 57
leaf_count=78 60 54 52 1310 79 91 52 58 81 225 81 55 57
internal_value=0 0.00579468 0.00561584 0.00582021 0.00594334 0.00578834 0.00417266 0.002372 0.00604625 0.00619166 0.000664467 0.00178193 0.00663359
internal_weight=0 2192 2114 2007 1953 1874 258 149 1616 1535 141 107 109
internal_count=2333 2192 2114 2007 1953 1874 258 149 1616 1535 141 107 109
is_linear=0
shrinkage=0.00530149


Tree=268
num_leaves=16
num_cat=0
split_feature=2 10 2 0 16 14 13 1456 52 3 2 13 0 3 43
split_gain=89.3641 65.3822 46.7188 37.7827 39.079 20.6278 18.9016 18.8289 16.318 20.0437 26.3402 14.6686 14.6624 11.1739 7.93416
threshold=0.17000000000000001 0.058500000000000003 0.10859000000000001 -0.074754999999999988 -0.019164999999999998 0.076175000000000007 -0.076584999999999986 -0.15627999999999997 0.26959000000000005 -0.14443999999999999 -1.0000000180025095e-35 -0.053049999999999993 0.0085900000000000021 0.11745500000000002 -0.046639999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 13 7 -5 -1 9 -9 -11 -10 14 -4 -8
right_child=-2 -3 3 6 -6 -7 12 8 11 10 -12 -13 -14 -15 -16
leaf_value=0.0073451992756921403 -0.0019900328028318258 -0.00080785750037946392 0.004288784336042119 0.0018854808434364278 -0.0020944770488584615 0.0072743516503424544 0.0070850559108722663 0.0071098943896088559 0.0041892336969695841 0.0019360506200402458 0.0047644173907958878 0.0010381349984352533 0.0029201729621727191 0.0013673500291615348 0.0046879919546839628
leaf_weight=60 54 57 61 61 55 75 65 79 97 82 1350 54 56 62 65
leaf_count=60 54 57 61 61 55 75 65 79 97 82 1350 54 56 62 65
internal_value=0 0.00431354 0.00444494 0.00300046 0.00129885 0.00478654 0.00422651 0.00467816 0.00458184 0.00473362 0.00460249 0.00306269 0.00499399 0.00281661 0.00588692
internal_weight=0 2279 2222 425 178 1797 247 1722 1662 1511 1432 151 186 123 130
internal_count=2333 2279 2222 425 178 1797 247 1722 1662 1511 1432 151 186 123 130
is_linear=0
shrinkage=0.00484353


Tree=269
num_leaves=14
num_cat=0
split_feature=1 14 0 1 16 15 151 4 457 15 0 16 51
split_gain=62.9874 52.9171 48.5374 49.0191 31.0214 20.9817 16.9671 30.7451 18.562 13.8425 11.7864 23.9917 14.4469
threshold=0.13630500000000004 -1.0000000180025095e-35 -0.13010499999999997 0.083065000000000014 -0.015159999999999998 -0.42075999999999997 0.0036750000000000007 0.27161500000000005 0.085130000000000025 -0.084059999999999982 -0.029554999999999994 0.081265000000000018 0.11524000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 -2 7 8 10 -5 12 -12 -4
right_child=5 2 6 4 -6 -7 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0091852006103409611 0.0031035178755350625 0.0061521465400784696 0.0048261296620331455 0.00059642577123018533 -0.0031187650157284692 -0.0014934304240995372 0.0072079099869501338 5.0184184459035685e-05 0.0077036150059059134 0.0042386211248561538 2.7040791910065862e-05 0.0045263392429475561 0.0021810189938240195
leaf_weight=78 58 73 1364 97 57 83 83 52 65 57 59 132 75
leaf_count=78 58 73 1364 97 57 83 83 52 65 57 59 132 75
internal_value=0 0.0044411 0.00426603 0.00201005 0.000576707 0.000397069 0.0046161 0.00449293 0.00462919 0.00194492 0.00450655 0.00313683 0.00468831
internal_weight=0 2192 2114 284 211 141 1830 1747 1695 154 1630 191 1439
internal_count=2333 2192 2114 284 211 141 1830 1747 1695 154 1630 191 1439
is_linear=0
shrinkage=0.00586418


Tree=270
num_leaves=27
num_cat=0
split_feature=1 3 1 4 4 0 1 0 1 1 3 3 4 0 0 52 0 4 3 133 133 52 3 42 42 133
split_gain=2342.08 434.615 212.955 155.952 108.246 73.3565 78.4987 63.5922 63.3291 49.9806 46.5554 77.5778 45.7127 38.1459 34.0538 31.5469 27.6933 20.6366 18.6791 14.0483 9.60389 7.22072 4.80031 2.752 2.4867 5.69948
threshold=0.10293500000000001 -0.06340999999999998 0.12337000000000002 0.043850000000000007 0.30163500000000004 -0.079249999999999987 0.092810000000000017 -0.14822499999999997 0.14787500000000001 0.083555000000000018 0.11535000000000002 -0.0047649999999999993 -0.49013999999999996 -0.10946999999999998 -0.066849999999999979 -1.0000000180025095e-35 -0.07883999999999998 -0.015464999999999998 -0.067704999999999987 0.09389500000000002 0.087575000000000014 -0.082554999999999976 -0.090374999999999983 -0.079234999999999986 0.089005000000000015 0.10029000000000002
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=3 4 10 5 17 6 7 -1 16 13 11 -3 -7 -5 23 -16 -4 -2 20 -15 21 -9 -22 -14 -25 -26
right_child=1 2 8 9 -6 12 -8 18 -10 -11 -12 -13 14 19 15 -17 -18 -19 -20 -21 22 -23 -24 24 25 -27
leaf_value=0.018470366565380102 0.01397729843804193 0.0059258334231400631 0.0017725036535030424 0.015157971576254358 0.0073701401369710758 0.016093933761934454 0.01148245254400578 0.016277819858885854 -0.0011795156249010058 0.0093464129548061475 0.0044753594259816084 0.01120403842818805 0.014767658523161503 0.012868092634434676 0.010620681137331993 0.013560435581776453 0.0049950220041513312 0.011171869034165019 0.017323463425382195 0.0106640541571796 0.015503698248208421 0.015322711067038974 0.014333445688199772 0.013386342693112212 0.015088729269553878 0.013701337391754345
leaf_weight=80 64 73 66 57 64 87 52 104 52 56 55 52 70 73 71 91 52 52 52 56 53 550 147 55 53 86
leaf_count=80 64 73 66 57 64 87 52 104 52 56 55 52 70 73 71 91 52 52 52 56 53 550 147 55 53 86
internal_value=0 0.00664928 0.00450525 0.0145485 0.010818 0.0149332 0.0154382 0.0156468 0.00185524 0.0120829 0.00700784 0.00812185 0.0139112 0.0129066 0.0134654 0.0122722 0.0031929 0.01272 0.0153974 0.0119116 0.0152801 0.0154746 0.0146437 0.0141974 0.0139914 0.0142306
internal_weight=0 530 350 1793 180 1551 1038 986 170 242 180 125 513 186 426 162 118 116 906 129 854 654 200 264 194 139
internal_count=2323 530 350 1793 180 1551 1038 986 170 242 180 125 513 186 426 162 118 116 906 129 854 654 200 264 194 139
is_linear=0
shrinkage=0.00330125


Tree=271
num_leaves=18
num_cat=0
split_feature=4 3 39 14 43 14 4 3 40 1456 3 52 42 52 43 15 13
split_gain=1824.5 529.638 277.848 107.817 84.534 68.8063 65.8453 63.465 48.3355 35.7758 44.1476 82.5549 34.6425 34.2794 27.316 13.4499 9.33618
threshold=0.27287000000000006 0.11372500000000001 0.081875000000000017 0.062655000000000016 -0.078409999999999994 -0.42495999999999995 0.0082450000000000006 -0.052614999999999995 -1.0000000180025095e-35 0.056325000000000007 -0.11756999999999999 -0.14198999999999998 0.08426500000000002 -0.032354999999999988 0.0035900000000000007 -0.10436999999999999 -0.066209999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -2 9 -7 -9 10 11 -1 -11 -8 -12 -15 -17
right_child=5 -3 4 -5 -6 7 13 8 -10 12 14 -13 -14 15 -16 16 -18
leaf_value=0.01617543068666992 0.0088029837152426953 0.0073376005283843524 0.0091889450346641227 0.019221648506346875 0.014224066646602414 0.0075141728035496682 0.012032948005409192 0.0011786751422391765 0.0050293955211084184 0.019120523653534244 0.015764214932426468 0.010713966005215793 0.015736805638995106 0.015876921635276084 0.014538020190855679 0.014864059923856051 0.013209650955608974
leaf_weight=57 53 96 101 73 52 58 80 55 86 53 998 57 76 55 231 68 74
leaf_count=57 53 96 101 73 52 58 80 55 86 53 998 57 76 55 231 68 74
internal_value=0 0.0146948 0.0150524 0.015401 0.0109005 0.00555491 0.0152416 0.00468968 0.00352758 0.0155117 0.0153565 0.013445 0.0171273 0.0138059 0.0155338 0.0145257 0.0140021
internal_weight=0 2071 1975 1822 153 252 1749 199 141 1472 1343 114 129 277 1229 197 142
internal_count=2323 2071 1975 1822 153 252 1749 199 141 1472 1343 114 129 277 1229 197 142
is_linear=0
shrinkage=0.00320719


Tree=272
num_leaves=24
num_cat=0
split_feature=1 1 0 14 0 133 0 1 50 43 0 39 156 1 0 133 1 43 43 13 13 403 43
split_gain=1988.63 385.144 189.776 170.34 122.243 109.638 104.659 89.6742 53.3302 58.5662 43.1315 37.5949 29.848 23.6154 22.479 18.9884 22.451 14.9168 12.343 9.77666 9.36356 6.07763 0.833413
threshold=0.10312500000000001 0.13429500000000003 -0.12608499999999997 0.062655000000000016 -0.13314999999999996 0.008405000000000001 -0.07385499999999999 0.089075000000000015 0.089685000000000015 -0.11162499999999999 -0.07081999999999998 0.089535000000000017 0.089950000000000016 0.10932500000000002 0.014040000000000002 0.09635500000000001 0.092810000000000017 0.079170000000000018 -0.09583499999999999 0.00023500000000000005 -0.033649999999999992 -0.059794999999999994 -0.105305
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 13 4 7 10 15 -1 9 -8 -4 -3 17 -2 -12 16 19 -11 -17 20 -6 -20 -21
right_child=1 11 5 -5 6 -7 8 -9 -10 12 14 -13 -14 -15 -16 18 -18 -19 21 22 -22 -23 -24
leaf_value=0.015164405952441951 0.009567421992983308 0.0065550069759060326 0.015772347861606053 0.020011768617905389 0.016314537548160757 0.0091401441974075064 0.011208014060880324 0.0098386241969786719 0.01686149774076013 0.014409733022084059 0.011614552993539792 0.0035990366725029525 0.016259701080863647 0.0071195915911662867 0.014097436041150853 0.01643013146781306 0.014756292448899568 0.012657850354521731 0.015319940171300422 0.01589522119110048 0.017003057175679324 0.014080258329748576 0.015372222713257963
leaf_weight=52 56 93 52 72 583 63 53 53 64 185 73 58 63 79 52 57 75 52 85 53 232 55 63
leaf_count=52 56 93 52 72 583 63 53 53 64 185 73 58 63 79 52 57 75 52 85 53 232 55 63
internal_value=0 0.00930365 0.0108675 0.0156704 0.0154892 0.0124042 0.0156844 0.0124764 0.0144404 0.0140014 0.0135658 0.0054198 0.0144948 0.00813522 0.0126477 0.0161156 0.0162762 0.0140255 0.0152954 0.0163986 0.0165106 0.0148331 0.0156114
internal_weight=0 526 375 1797 1725 240 1620 105 417 353 177 151 300 135 125 1203 1006 237 197 931 815 140 116
internal_count=2323 526 375 1797 1725 240 1620 105 417 353 177 151 300 135 125 1203 1006 237 197 931 815 140 116
is_linear=0
shrinkage=0.00287985


Tree=273
num_leaves=16
num_cat=0
split_feature=13 16 13 13 11 0 16 457 13 13 13 159 16 13 151
split_gain=48.6587 91.6112 54.7871 37.5136 30.4234 28.4508 86.7837 13.5775 18.8326 26.3282 24.0236 17.8582 11.2957 7.57769 4.73172
threshold=0.11251500000000002 -1.0000000180025095e-35 -0.16392499999999996 -0.46134499999999995 0.081365000000000007 -0.13314999999999996 -0.0092499999999999978 0.087995000000000004 0.021935000000000003 0.066010000000000013 -1.0000000180025095e-35 0.11259000000000001 -0.055679999999999993 -0.0049299999999999995 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 13 8 10 -10 11 -7 -12 -4 -15
right_child=1 -3 4 -5 -6 7 -8 -9 9 -11 12 -13 -14 14 -16
leaf_value=0.0063598337116660703 0.0067714747958720917 -0.0046716643743805924 0.005084152993239892 -0.0010063786843702101 0.010922253979106672 0.0072069228428719833 -0.003037913868923197 0.010615386600918457 0.0014624278520242498 0.0079252918933627146 0.007348216752712855 0.0034916716936031046 0.011209000799741697 0.0097588614583997493 0.006774415076667587
leaf_weight=67 99 55 60 73 101 1279 57 58 68 60 59 69 110 53 55
leaf_count=67 99 55 60 73 101 1279 57 58 68 60 59 69 110 53 55
internal_value=0 0.00268415 0.00682063 0.00251834 0.00711745 0.00691809 0.00454123 0.00723208 0.00711274 0.00449249 0.00733378 0.00701681 0.0098616 0.00711318 0.00823971
internal_weight=0 154 2169 140 2029 1928 225 1703 1645 128 1517 1348 169 168 108
internal_count=2323 154 2169 140 2029 1928 225 1703 1645 128 1517 1348 169 168 108
is_linear=0
shrinkage=0.00710933


Tree=274
num_leaves=21
num_cat=0
split_feature=1 12 3 147 0 484 15 16 16 1452 0 3 16 52 0 0 15 133 1 402
split_gain=81.0691 56.1128 45.5648 34.3662 22.28 22.6292 23.9984 36.5632 57.5904 20.8288 20.5184 18.5362 18.6294 28.3579 38.348 15.2326 29.1037 11.6811 9.69198 2.75306
threshold=0.11378500000000001 -0.096989999999999979 -0.069254999999999997 0.089365000000000014 -0.079249999999999987 -0.07742499999999998 0.03981500000000001 0.066275000000000014 -0.014034999999999997 0.086765000000000023 -0.075914999999999996 -0.12595999999999999 0.0086100000000000013 -0.090234999999999996 -0.13972999999999997 0.11535000000000002 -0.042294999999999992 0.087005000000000013 0.082615000000000008 -0.069884999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 9 -6 7 8 -7 11 -4 -1 13 -13 -15 16 -9 18 -8 -19
right_child=1 2 10 -5 5 6 17 15 -10 -11 -12 12 -14 14 -16 -17 -18 19 -20 -21
leaf_value=0.0076053820272763391 0.0065071598314579166 0.0036204330963596734 -0.0030081585278166146 0.00061586701618477713 0.0068874999253243849 0.0037370099874716239 0.0047019801931048244 0.0047979751775197189 -0.0040871763409801205 0.0085005256232062246 0.000800238671116676 0.0081391450796800824 0.0025355106658711099 0.001763662429460251 0.0051509729076696844 0.0060785370650349281 -0.00018227612968956092 0.0042568386658602634 0.0077169285977884659 0.0026385263327630632
leaf_weight=75 57 92 86 63 67 59 79 92 53 52 82 80 98 112 871 65 56 79 53 52
leaf_count=75 57 92 86 63 67 59 79 92 53 52 82 80 98 112 871 65 56 79 53 52
internal_value=0 0.00161187 0.000538453 0.00457685 0.00470525 0.00388683 0.00354482 0.00255438 3.3974e-05 0.0051214 -0.00114895 0.00497919 0.00480949 0.00501907 0.00476509 0.0038794 0.00291316 0.00476852 0.00591297 0.0036149
internal_weight=0 317 260 2006 1943 655 588 325 112 1288 168 1236 1161 1063 983 213 148 263 132 131
internal_count=2323 317 260 2006 1943 655 588 325 112 1288 168 1236 1161 1063 983 213 148 263 132 131
is_linear=0
shrinkage=0.00544778


Tree=275
num_leaves=23
num_cat=0
split_feature=4 12 13 4 42 133 16 51 16 12 13 11 4 11 16 42 48 4 131 4 12 16
split_gain=1974.48 564.155 332.243 269.284 118.92 105.958 145.249 66.0298 46.6534 40.323 32.7737 30.5768 30.3823 32.3929 28.7824 34.0545 14.0497 18.4475 9.06902 8.72606 6.73061 2.78308
threshold=0.30163500000000004 0.077755000000000005 -0.28558999999999996 -0.17689999999999997 0.12665500000000005 0.085650000000000018 -0.0101 0.084400000000000017 -0.49181999999999998 0.091625000000000012 -0.016469999999999995 1.0000000180025095e-35 0.029980000000000003 0.080455000000000013 0.0086100000000000013 0.089840000000000017 0.083570000000000019 0.052250000000000012 1.0000000180025095e-35 -0.0049999999999999984 0.097060000000000021 -0.54057999999999995
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 2 -1 -4 9 6 7 -5 21 11 -10 16 13 14 18 -16 17 19 -11 -3 -14 -2
right_child=8 4 3 5 -6 -7 -8 -9 10 12 -12 -13 20 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0022005451775875735 0.0049090683767456719 0.01315744082431562 0.014281449048786431 0.012781240166529454 0.0082591064524551693 0.0048818013427381415 0.0063642825505576157 0.00865425146791848 0.00065015909954682497 0.012508829555732726 0.003605160305391257 0.015286343230002424 0.011663265876364693 0.014658987365357359 0.0092314788872625824 0.012255489195575755 0.011966920011154274 0.011682471316379681 0.013860216062706139 0.014199671283017273 0.01030423380020094 0.0039941478836108633
leaf_weight=57 56 656 90 87 53 58 88 55 78 268 56 54 57 54 52 86 102 70 52 79 73 61
leaf_count=57 56 656 90 87 53 58 88 55 78 268 56 54 57 54 52 86 102 70 52 79 73 61
internal_value=0 0.0118187 0.00883235 0.0098323 0.0126031 0.00844183 0.00933944 0.011183 0.0030727 0.0127467 0.00188532 0.0131291 0.0121743 0.0124977 0.0122428 0.0111162 0.0130006 0.0131315 0.0127285 0.0132695 0.0109004 0.00443233
internal_weight=0 2091 435 378 1656 288 230 142 251 1603 134 961 642 512 458 138 907 805 320 735 130 117
internal_count=2342 2091 435 378 1656 288 230 142 251 1603 134 961 642 512 458 138 907 805 320 735 130 117
is_linear=0
shrinkage=0.00294641


Tree=276
num_leaves=20
num_cat=0
split_feature=4 16 1 457 4 16 160 52 16 0 1429 156 1 1 51 133 133 1 0
split_gain=121.453 43.8419 38.3843 30.585 29.7436 39.3502 52.5027 22.2048 20.993 19.9143 17.78 16.29 13.5374 17.3031 11.8333 21.6904 15.9097 11.7032 10.9868
threshold=0.27161500000000005 -0.42004999999999992 0.10141500000000002 0.048350000000000011 -0.49269499999999994 0.0086100000000000013 -0.073224999999999985 -0.10886 -0.0030599999999999998 -0.019414999999999998 0.084690000000000015 0.08549000000000001 0.11367000000000001 0.12864500000000004 -0.023524999999999997 0.087195000000000009 0.008405000000000001 0.12007000000000002 -0.061654999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 4 9 -1 7 -7 -6 10 12 11 -9 -4 -14 15 -8 -16 -2 -3
right_child=1 18 3 -5 5 6 14 8 -10 -11 -12 -13 13 -15 16 -17 -18 -19 -20
leaf_value=0.008855783000040772 0.0039242437377020054 -0.00051288267771641943 0.0064001509067353919 -0.0010537208731848735 0.0091411453937724416 -0.0022379464135060625 0.0082760987792016832 0.0050622205861852393 0.0083656162731073225 0.00069312503715826936 0.0018521138486192008 0.007695682385185895 0.0014949588201207203 0.0058391652091841157 0.00098995021831238257 0.0029675653224869639 0.0048364555534870131 0.0006935006858471962 -0.0043772622125543906
leaf_weight=75 90 52 89 56 56 54 57 1064 75 59 57 91 75 58 68 53 88 72 53
leaf_count=75 90 52 89 56 56 54 57 1064 75 59 57 91 75 58 68 53 88 72 53
internal_value=0 0.000540769 0.00481912 0.00297454 0.00517675 0.00501079 0.00312882 0.00545917 0.00529891 0.00377755 0.00510908 0.00526976 0.004597 0.0033899 0.00421855 0.00571893 0.00316018 0.00248875 -0.00246408
internal_weight=0 267 2075 337 1738 1663 320 1343 1287 281 1212 1155 222 133 266 110 156 162 105
internal_count=2342 267 2075 337 1738 1663 320 1343 1287 281 1212 1155 222 133 266 110 156 162 105
is_linear=0
shrinkage=0.00597056


Tree=277
num_leaves=17
num_cat=0
split_feature=4 16 3 4 0 4 1429 49 3 49 133 1 52 0 157 1
split_gain=84.0168 33.8318 31.4655 24.2926 38.1718 27.4101 19.5918 29.2648 27.6092 26.5308 15.1285 15.7224 13.0546 13.7982 12.5632 10.8936
threshold=0.27161500000000005 -0.12029499999999999 0.30112000000000005 -0.51003499999999991 -0.00077999999999999999 -0.46376499999999993 0.084690000000000015 0.059705000000000001 -0.0035149999999999995 -0.066414999999999988 0.087245000000000003 0.095950000000000021 0.044705000000000002 -0.12324999999999998 -0.090759999999999993 0.095510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 -1 6 -6 8 -8 10 -10 14 -12 13 -2 -5 -11
right_child=1 -3 -4 4 5 -7 7 -9 9 15 11 -13 -14 -15 -16 -17
leaf_value=0.0071135865070761015 -0.00099129713872422517 -0.0030249214067418471 -0.00051689143989315468 0.0014896858393422441 0.003273640804858638 -0.0018428179296661462 -0.0010256734749598607 0.0043981316845827659 0.0091411863604968155 0.006231060677042875 0.0032631740241626512 0.00019440085794292927 0.0034878119827626451 0.0023672993117379278 0.0041870470031807978 0.0028440500211341681
leaf_weight=58 76 63 52 52 59 61 58 56 53 54 421 54 63 65 1042 55
leaf_count=58 76 63 52 52 59 61 58 56 53 54 421 54 63 65 1042 55
internal_value=0 0.000403149 0.00359308 0.00369875 0.00359793 0.000672298 0.00378818 0.00163815 0.00392974 0.00603393 0.00371245 0.00291442 0.0014621 0.000556587 0.00405889 0.00452254
internal_weight=0 267 2075 2023 1965 120 1845 114 1731 162 1569 475 204 141 1094 109
internal_count=2342 267 2075 2023 1965 120 1845 114 1731 162 1569 475 204 141 1094 109
is_linear=0
shrinkage=0.00535224


Tree=278
num_leaves=19
num_cat=0
split_feature=1 52 52 1 14 4 4 4 3 4 52 457 15 4 16 52 52 4
split_gain=2308.69 571.856 286.909 214.743 125.159 115.336 92.1849 174.942 90.8202 84.998 45.7467 43.0429 26.2761 24.2277 19.5864 31.884 24.0352 5.8761
threshold=0.10124500000000002 -0.41304999999999997 0.19121000000000002 0.13075500000000004 0.076175000000000007 0.018150000000000003 -0.49269499999999994 -0.11205499999999999 -0.036004999999999988 0.42405000000000009 0.038145000000000005 0.083995000000000014 -0.066639999999999991 0.032965000000000001 0.0086100000000000013 -0.082554999999999976 -0.44579999999999992 0.066275000000000014
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 8 5 6 -1 -8 -3 -5 12 14 17 -10 15 -9 -16 -7
right_child=1 2 -4 9 -6 10 7 11 13 -11 -12 -13 -14 -15 16 -17 -18 -19
leaf_value=0.020017952217781902 0.017378160400224295 0.010486012949458961 0.014403846790674548 0.0057142453430500915 0.020906159213054117 0.014540682144653119 0.010264438049940343 0.018654088813253911 0.0053664977414576362 0.00078908592963080823 0.015989058291618154 0.014024789317243968 0.010927846526323202 0.0078227251288599305 0.016812930210075173 0.016543535048111763 0.014441758870034098 0.012948823422208794
leaf_weight=75 71 103 55 75 62 57 57 92 102 90 76 85 58 87 95 943 106 53
leaf_count=75 71 103 55 75 62 57 57 92 102 90 76 85 58 87 95 943 106 53
internal_value=0 0.0082914 0.00703125 0.00614388 0.0161364 0.0159621 0.0163273 0.0161264 0.00790443 0.00302802 0.0137877 0.0163793 0.0127916 0.00649734 0.0165412 0.0167312 0.0155626 0.013774
internal_weight=0 583 512 457 1759 1697 1453 1378 292 165 244 1321 168 189 1236 1035 201 110
internal_count=2342 583 512 457 1759 1697 1453 1378 292 165 244 1321 168 189 1236 1035 201 110
is_linear=0
shrinkage=0.00341647


Tree=279
num_leaves=14
num_cat=0
split_feature=4 13 3 13 2 456 1375 3 3 3 3 1375 51
split_gain=73.7479 36.8655 28.1875 23.5406 20.8759 18.1674 18.7029 31.7713 15.3952 15.6999 15.2296 11.7315 10.4949
threshold=0.27161500000000005 1.0000000180025095e-35 0.30112000000000005 -0.13992499999999999 -0.0091949999999999983 0.03981500000000001 -0.081379999999999994 -0.0047649999999999993 -0.020014999999999995 0.099930000000000005 -0.11756999999999999 0.083975000000000008 0.043015000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 -5 6 -6 10 -2 -10 -8 -7 -9
right_child=1 -3 -4 4 5 11 7 12 9 -11 -12 -13 -14
leaf_value=0.0076893691450745198 0.0041908447801757443 -0.0039209347992447408 -0.00037949854578804771 0.00058137676638715088 0.00037482034238917218 0.0073928754694307418 0.0018609585525448046 0.0054283997447676169 -0.0017814940104743167 0.0022253953401471954 0.0039630916390648568 0.0038541038117087213 0.0085801920715738358
leaf_weight=65 65 52 52 63 52 96 138 111 58 92 1386 53 59
leaf_count=65 65 52 52 63 52 96 138 111 58 92 1386 53 59
internal_value=0 0.000636186 0.00400437 0.00411709 0.00399846 0.00411203 0.0039394 0.00404878 0.00173867 0.000675635 0.00377278 0.00613455 0.00652264
internal_weight=0 267 2075 2023 1958 1895 1746 1694 215 150 1524 149 170
internal_count=2342 267 2075 2023 1958 1895 1746 1694 215 150 1524 149 170
is_linear=0
shrinkage=0.00603191


Tree=280
num_leaves=30
num_cat=0
split_feature=1 1 12 2 10 2 12 12 1 52 15 1 12 157 1456 15 159 15 49 15 1 2 2 50 1 43 43 133 43
split_gain=2193.99 444.924 225.035 147.807 142.561 58.0299 56.4306 60.6816 46.4041 44.1013 36.6793 36.3152 32.2678 24.6233 23.0207 20.5186 19.8832 22.806 29.8176 18.6117 30.5402 16.591 16.4861 13.4462 9.98773 8.3532 7.30501 5.53675 2.77437
threshold=0.10335000000000001 0.12337000000000002 0.088745000000000004 0.092235000000000025 -1.0000000180025095e-35 0.13880500000000004 0.054520000000000006 0.11769500000000001 0.090475000000000014 -0.22243999999999997 -0.14151499999999997 0.088595000000000021 0.088835000000000011 -1.0000000180025095e-35 0.075120000000000006 -0.13309999999999997 1.0000000180025095e-35 0.041820000000000003 0.0016050000000000003 0.076335000000000014 1.0000000180025095e-35 0.10859000000000001 0.084825000000000025 0.092620000000000022 0.081755000000000008 -0.09008999999999999 -0.071899999999999978 0.10051500000000001 0.0039500000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 8 -3 -6 11 13 14 -4 -2 -5 -10 -8 15 -1 17 18 -15 20 25 -12 24 -16 -21 -17 -14 -19 -24
right_child=1 4 9 6 5 -7 7 -9 12 -11 21 -13 26 16 23 19 -18 27 -20 22 -22 -23 28 -25 -26 -27 -28 -29 -30
leaf_value=0.016639587345473137 0.0085375244875804043 -0.0025909376740081685 0.014340534872210316 0.012143722857949985 0.0055047851457440131 0.0014335486581868017 0.015476902580837016 0.0096703560151243199 0.010721747390173798 0.010347862496688761 0.0065035801051541104 0.0086999601449850739 0.014804910045997269 0.010229317089545853 0.01519502446365956 0.015769451929398846 0.01511061843602461 0.014413135844746613 0.013261010607949479 0.016119943336768146 0.012216833665752531 0.0041124319387765562 0.014538332206572462 0.017576458154092048 0.014663841883695222 0.014184370519812443 0.013258572213642605 0.012971401110314897 0.0137311225554234
leaf_weight=58 56 55 55 81 102 72 64 57 54 85 65 68 59 72 63 52 52 80 86 152 97 76 200 53 92 183 101 55 72
leaf_count=58 56 55 55 81 102 72 64 57 54 85 65 68 59 72 63 52 52 80 86 152 97 76 200 53 92 183 101 55 72
internal_value=0 0.00601425 0.00855141 0.0138243 0.00228036 0.00382035 0.0124333 0.0130282 0.0145165 0.0119167 0.00615966 0.0105723 0.0130451 0.0134961 0.0148245 0.0146377 0.0131285 0.0127766 0.0118797 0.0145007 0.013858 0.005215 0.0149142 0.0162834 0.0155711 0.0145353 0.013829 0.013826 0.0143248
internal_weight=0 566 337 1851 229 174 615 466 1236 140 197 149 214 409 1022 906 345 293 158 848 332 141 516 116 244 235 160 135 272
internal_count=2417 566 337 1851 229 174 615 466 1236 140 197 149 214 409 1022 906 345 293 158 848 332 141 516 116 244 235 160 135 272
is_linear=0
shrinkage=0.0034714


Tree=281
num_leaves=26
num_cat=0
split_feature=1 3 2 2 2 14 2 1 2 15 47 2 51 15 49 3 2 0 0 16 16 2 43 484 3
split_gain=3031.76 672.739 285.28 255.306 230.366 144.908 112.152 111.277 93.2857 83.3485 131.117 52.4117 46.6285 45.4423 69.0927 39.8755 32.7041 29.5004 24.1432 12.0964 21.4874 11.1265 14.7468 11.8691 3.51734
threshold=0.10335000000000001 -0.06340999999999998 0.14234000000000005 0.099675000000000014 0.11444000000000001 0.062655000000000016 -0.0050599999999999994 0.089625000000000024 0.10672500000000001 0.08844500000000001 0.08265500000000002 0.12901000000000004 -1.0000000180025095e-35 0.054100000000000002 0.0093850000000000027 0.085315000000000016 0.092365000000000017 -0.10566999999999999 -0.034179999999999995 0.0045450000000000013 -0.068504999999999996 0.084825000000000025 -0.014584999999999999 -0.081109999999999988 -0.077354999999999993
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 4 6 5 18 7 -3 16 -8 10 -9 12 -5 14 -14 -10 17 -1 -2 20 -18 22 -19 -23 -11
right_child=1 2 -4 11 -6 -7 8 9 15 24 -12 -13 13 -15 -16 -17 19 21 -20 -21 -22 23 -24 -25 -26
leaf_value=0.010527559551671777 0.011166901351297501 -0.0012591180917995162 -0.0045400787146231162 0.011474606645177663 0.002331240637670623 0.016864288606046475 0.007036098801044127 0.0054874917551115312 -9.9362216634839843e-05 0.01143395946434916 0.011734238911332909 0.0060812851054926689 0.0056777094120921091 0.01102846856758424 0.010126187211347728 0.0033114787349706625 0.011606069387047408 0.012435846288929553 0.00841493642178371 0.012264576832589054 0.0089928528720579475 0.013493156117130747 0.013871130281743608 0.01227191550780788 0.012521456442842721
leaf_weight=67 84 77 90 94 56 64 52 77 57 71 64 52 78 63 68 95 89 132 55 73 52 101 173 476 57
leaf_count=67 84 77 90 94 56 64 52 77 57 71 64 52 78 63 68 95 89 132 55 73 52 101 173 476 57
internal_value=0 0.00300472 0.000456 0.0115325 0.00785364 0.012116 0.00205629 0.0119037 0.00330786 0.0100341 0.00832314 0.00907384 0.0095873 0.0087383 0.00774984 0.00203219 0.0123362 0.0125932 0.0100782 0.011196 0.0106426 0.0127501 0.0132501 0.0124857 0.0119185
internal_weight=0 566 371 1851 195 1496 281 1432 204 269 141 355 303 209 146 152 1163 949 139 214 141 882 305 577 128
internal_count=2417 566 371 1851 195 1496 281 1432 204 269 141 355 303 209 146 152 1163 949 139 214 141 882 305 577 128
is_linear=0
shrinkage=0.00322448


Tree=282
num_leaves=22
num_cat=0
split_feature=2 1 12 156 51 0 12 2 2 0 16 16 51 4 42 151 156 0 42 4 133
split_gain=100.895 56.702 43.8 42.3998 48.9949 29.893 25.9403 22.3942 34.2315 20.1053 15.6954 29.4147 20.266 11.1423 11.7096 10.1459 11.0718 15.3986 14.9104 6.73074 3.59131
threshold=0.17000000000000001 0.090485000000000024 0.088835000000000011 0.091155000000000014 -0.025359999999999997 0.0037850000000000002 0.11769500000000001 1.0000000180025095e-35 0.11225500000000001 -0.088484999999999994 0.21684500000000004 0.081265000000000018 -1.0000000180025095e-35 0.046720000000000005 0.092475000000000016 -0.10443499999999999 0.083635000000000015 -0.10566999999999999 0.065960000000000019 -0.049324999999999994 0.088115000000000013
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 6 3 4 -3 7 10 -6 -9 -4 11 15 20 14 19 -1 17 -17 -18 -11 -12
right_child=-2 2 9 -5 5 -7 -8 8 -10 13 12 -13 -14 -15 -16 16 18 -19 -20 -21 -22
leaf_value=0.0067516157493032096 -0.0042157251859220876 -0.0042590033400792147 0.0012124258884791855 0.0059771189672826299 0.0049063432781820742 -0.0022202680292856786 0.00057739764500227013 -0.0014712928648537493 0.0031216256657076152 0.0053049185528342112 0.005080224216636068 0.0086979540027877916 0.00018081542539790529 0.0025591743066891732 0.0036790343097852325 0.0022917083677178756 0.0083286833311876432 0.0045036887003256582 0.004293247367632879 0.0078745003910874242 0.0031339989144148158
leaf_weight=65 52 54 66 57 76 57 55 85 134 86 72 58 57 63 92 113 53 950 66 53 53
leaf_count=65 52 54 66 57 76 57 55 85 134 86 72 58 57 63 92 113 53 950 66 53 53
internal_value=0 0.00375642 0.00255627 0.00140435 0.000762211 0.00153268 0.00439693 0.00225803 0.00133871 0.00403759 0.00453816 0.00475546 0.0029797 0.00467161 0.00524746 0.00457204 0.00445213 0.00426861 0.00609105 0.00628512 0.00425551
internal_weight=0 2365 823 463 406 352 1542 295 219 360 1487 1305 182 294 231 1247 1182 1063 119 139 125
internal_count=2417 2365 823 463 406 352 1542 295 219 360 1487 1305 182 294 231 1247 1182 1063 119 139 125
is_linear=0
shrinkage=0.00566171


Tree=283
num_leaves=29
num_cat=0
split_feature=1 3 2 2 2 2 1 12 3 0 12 12 12 0 3 2 2 0 12 2 2 12 12 12 3 0 3 13
split_gain=2567.31 543.765 242.295 232.932 207.704 156.779 132.443 141.829 87.7054 84.0616 80.0048 60.7319 51.0816 35.4402 30.5499 28.2406 19.3367 18.4586 18.2434 16.519 12.1473 23.4175 6.2284 5.31229 4.88782 4.48084 2.18099 0.550114
threshold=0.10335000000000001 -0.06340999999999998 0.14234000000000005 0.099675000000000014 0.11444000000000001 -0.0050599999999999994 0.089625000000000024 0.085845000000000019 -0.14443999999999999 -0.081854999999999997 -1.0000000180025095e-35 0.09141500000000001 0.11721500000000001 -0.034179999999999995 0.099930000000000005 0.11366500000000002 0.087675000000000017 -0.10185499999999999 0.087045000000000025 0.095935000000000006 0.074875000000000011 0.081095000000000014 0.093840000000000021 0.095175000000000023 -0.083414999999999975 -0.076329999999999995 -0.088784999999999989 -0.079299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 13 -3 8 -8 -1 14 -5 16 15 -2 -7 23 20 -18 -19 25 24 -22 27 -12 -10 26 -13 -9
right_child=1 2 -4 10 -6 9 7 22 11 -11 12 19 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.016199296966187719 0.012858568227743894 0.0032952055537964872 0.0016475514589421951 0.0083484979520837416 0.0062362828182845036 0.0048337956917843226 0.0088372490260837013 0.013451930627234944 0.013887061530103013 0.009703014148142175 0.013043826073626233 0.013425698017400883 0.0093829255418700561 0.010313416148871822 0.0072256419526274132 0.010893121922191547 0.011956725898851698 0.014328874779618488 0.012995378979002178 0.011284445664984816 0.015796795357944492 0.01404240408979986 0.012380336790276733 0.012146268430034394 0.012843967138605777 0.012171265781637628 0.012769394983800933 0.013061879428709041
leaf_weight=78 84 77 90 54 56 52 73 54 52 66 94 52 52 55 86 83 52 110 145 59 52 425 93 72 60 54 85 52
leaf_count=78 84 77 90 54 56 52 73 54 52 66 94 52 52 55 86 83 52 110 145 59 52 425 93 72 60 54 85 52
internal_value=0 0.00691156 0.00516247 0.0129015 0.0102392 0.00628815 0.0133269 0.0117728 0.0136723 0.00741772 0.0111088 0.0135003 0.0116039 0.0118517 0.00632456 0.0120676 0.0137998 0.0132974 0.0135707 0.0124266 0.0140616 0.0142337 0.0128495 0.0126547 0.0133285 0.0127792 0.0130187 0.0132608
internal_weight=0 566 371 1851 195 281 1496 272 1224 204 355 1146 301 139 138 249 896 307 255 250 589 477 199 166 112 191 137 106
internal_count=2417 566 371 1851 195 281 1496 272 1224 204 355 1146 301 139 138 249 896 307 255 250 589 477 199 166 112 191 137 106
is_linear=0
shrinkage=0.00246122


Tree=284
num_leaves=15
num_cat=0
split_feature=2 3 14 0 14 2 13 0 41 40 3 2 3 3
split_gain=81.1488 52.2298 32.3902 34.9792 64.822 35.9097 41.1437 25.0731 25.0556 21.6405 17.5077 13.7143 9.54082 4.71849
threshold=0.17000000000000001 0.11745500000000002 -0.10708499999999999 -0.13314999999999996 0.023790000000000002 -0.0091949999999999983 -0.0094049999999999984 -0.14216999999999999 0.077565000000000009 -0.047054999999999993 -0.021559999999999996 0.092365000000000017 0.31343500000000007 0.083605000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 -5 -3 9 -7 -4 -11 -9 -12
right_child=-2 7 3 5 -6 8 -8 12 -10 11 13 -13 -14 -15
leaf_value=0.0078654589832042043 -0.0036583795190789454 -0.0025523604062356008 -0.003059850557302562 0.0046284208425632486 0.0069427855555528831 0.0084368361848637993 -0.0028440418202607316 0.0041777590628935216 0.00039868012655657593 0.0048881114985483637 0.0024743137909063562 0.0037070269907672629 0.00059452222343646898 -3.4442053110801306e-05
leaf_weight=84 52 57 53 54 64 53 53 54 52 1162 52 516 54 57
leaf_count=84 52 57 53 54 64 53 53 54 52 1162 52 516 54 57
internal_value=0 0.00395011 0.00419533 0.0040496 0.00180886 0.00431751 0.000926506 0.000680113 0.00452097 0.00464477 -0.000218957 0.00452496 0.00238674 0.00116181
internal_weight=0 2365 2200 2116 226 1890 107 165 1783 1731 162 1678 108 109
internal_count=2417 2365 2200 2116 226 1890 107 165 1783 1731 162 1678 108 109
is_linear=0
shrinkage=0.00602521


Tree=285
num_leaves=21
num_cat=0
split_feature=1 3 123 15 2 2 12 15 4 158 0 0 15 1 12 1429 15 0 133 1
split_gain=1975.43 418.901 178.781 127.287 116.035 142.177 93.6397 60.9069 69.4752 75.8254 44.9555 42.6667 37.1485 35.1237 22.3544 22.0777 22.7216 20.49 12.5746 7.42884
threshold=0.10574000000000001 -0.06340999999999998 1.0000000180025095e-35 -0.088709999999999983 0.13775000000000001 -1.0000000180025095e-35 0.11769500000000001 -0.21242999999999998 0.043850000000000007 0.080150000000000013 -0.14666499999999996 -0.085669999999999982 -1.0000000180025095e-35 0.085425000000000015 -0.050214999999999989 0.086825000000000013 0.03981500000000001 -0.097414999999999988 0.078935000000000019 0.11551000000000002
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 3 6 -2 5 -3 7 -1 11 18 -7 12 13 -9 -6 16 -13 -14 -10 -5
right_child=1 4 -4 19 14 10 -8 8 9 -11 -12 15 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.019569417543900871 0.0085455797943766124 0.0038014992752341582 0.010980237663419682 0.015665364240594424 0.0049609344465288332 0.0075306534273560412 0.012092177103965592 0.016989945974847653 0.012288473090011954 0.017341156844832225 0.011068990288996185 0.01500943946595021 0.019709777975192504 0.014393496330761368 0.0019436825189608968 0.01764139925119803 0.016127150783153001 0.017461341845663045 0.014227746250125071 0.013938979113029817
leaf_weight=54 52 71 79 52 53 73 63 210 92 62 81 298 61 76 52 71 565 152 59 56
leaf_count=54 52 71 79 52 53 73 63 210 92 62 81 298 61 76 52 71 565 152 59 56
internal_value=0 0.00840822 0.015791 0.0127476 0.00630416 0.00762801 0.0160065 0.0161515 0.0160394 0.0142967 0.00939195 0.0162984 0.0170708 0.0163001 0.00346701 0.0158857 0.0157412 0.0181054 0.0130464 0.0147705
internal_weight=0 490 1842 160 330 225 1763 1700 1646 213 154 1433 499 286 105 934 863 213 151 108
internal_count=2332 490 1842 160 330 225 1763 1700 1646 213 154 1433 499 286 105 934 863 213 151 108
is_linear=0
shrinkage=0.00326779


Tree=286
num_leaves=15
num_cat=0
split_feature=45 4 150 0 14 16 0 39 124 43 132 0 4 16
split_gain=121.03 84.0859 28.5419 19.5704 17.4618 32.7133 14.6747 25.8407 15.5414 12.9494 11.7806 30.8959 26.0395 2.2824
threshold=0.081955000000000014 0.30163500000000004 0.081245000000000026 -0.22022999999999995 -0.41790499999999997 -0.49181999999999998 -0.11208499999999998 0.091820000000000013 -0.076779999999999987 -0.065804999999999989 0.082230000000000011 -0.07409499999999998 -0.17689999999999997 -0.11180499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -6 9 8 -8 -5 12 -12 -10 -11
right_child=-2 2 -4 6 5 -7 7 -9 10 13 11 -13 -14 -15
leaf_value=0.0006362701983441551 0.011116048546965126 0.0019007061710405041 0.0036391866285854679 0.0035536060904284485 0.0011033300530834756 -0.0039931236231460368 0.0011938803799671773 0.00012672544389643922 0.0057955005509517984 0.0067021868058555652 0.0042782642916115426 -0.00062605405415200148 0.0036717295387175934 0.0052892126338063214
leaf_weight=54 52 55 56 92 63 66 62 54 166 67 84 54 1354 53
leaf_count=54 52 55 56 92 63 66 62 54 166 67 84 54 1354 53
internal_value=0 0.00330941 0.000476462 0.00364267 -0.000485813 -0.00150374 0.00372439 0.00357394 0.00368213 0.00498309 0.00377515 0.00235879 0.0039037 0.00607857
internal_weight=0 2280 240 2040 184 129 1986 1774 1720 212 1658 138 1520 120
internal_count=2332 2280 240 2040 184 129 1986 1774 1720 212 1658 138 1520 120
is_linear=0
shrinkage=0.00505936


Tree=287
num_leaves=20
num_cat=0
split_feature=1 3 123 3 3 15 1 4 15 11 11 3 42 1375 3 15 42 1 42
split_gain=1696.9 394.31 190.421 133.931 126.985 119.258 97.6799 53.7875 58.4765 55.7721 68.2 33.4245 32.7546 25.2006 36.6958 18.5571 11.7994 10.9487 6.92151
threshold=0.10574000000000001 -0.06340999999999998 1.0000000180025095e-35 0.31534000000000006 0.077930000000000013 -0.088709999999999983 0.13130500000000003 0.043850000000000007 -0.10364499999999999 1.0000000180025095e-35 0.085630000000000026 -0.116045 0.11623000000000001 -0.082704999999999987 -0.029309999999999996 -0.044164999999999989 0.090115000000000015 0.11646000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 6 -2 -3 9 -9 11 -11 -1 13 -13 -15 18 -7 -6 -10
right_child=1 3 -4 -5 17 16 -8 8 15 10 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.010794292918017036 0.0064327493202392966 0.0053904697684304869 0.0081338437264469807 0.00028465353987282315 0.0069785967248414378 0.013421993081620998 9.5505823499805308e-05 0.014297906039832 0.010731307635779527 0.017876574068355276 0.012948085003616848 0.011345673142375827 0.011611387589352809 0.013418836501014086 0.015289477253742245 0.0094031129947970572 0.011296364592779277 0.0090333083641006302 0.0122999167501313
leaf_weight=54 52 99 79 68 53 53 56 71 53 62 54 53 101 1070 120 60 55 54 65
leaf_count=54 52 99 79 68 53 53 56 71 53 62 54 53 101 1070 120 60 55 54 65
internal_value=0 0.00629272 0.0130011 0.0042914 0.00533119 0.0104202 0.00347767 0.0132191 0.0118381 0.0134462 0.0155826 0.0132689 0.0133684 0.0135111 0.0136075 0.0108568 0.0123398 0.00801587 0.0115957
internal_weight=0 490 1842 330 262 160 155 1763 249 1514 116 1398 1344 1243 1190 178 108 107 118
internal_count=2332 490 1842 330 262 160 155 1763 249 1514 116 1398 1344 1243 1190 178 108 107 118
is_linear=0
shrinkage=0.00320372


Tree=288
num_leaves=20
num_cat=0
split_feature=1 3 12 1 12 15 3 3 14 1 0 12 15 13 12 3 42 160 1
split_gain=1880.56 426.579 197.557 149.198 140.65 137.824 104.728 107.624 79.1294 65.1532 51.097 57.7274 32.3529 23.8835 19.6791 18.6748 14.5608 12.461 7.20642
threshold=0.10574000000000001 -0.06340999999999998 -0.029844999999999997 0.092655000000000015 0.11769500000000001 -0.088709999999999983 0.31534000000000006 0.077930000000000013 0.062655000000000016 0.13130500000000003 -0.22984499999999997 0.092855000000000007 -0.012299999999999997 0.0066850000000000008 0.086795000000000011 -0.081024999999999986 0.090115000000000015 -1.0000000180025095e-35 0.11646000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 8 -2 7 9 10 -3 -4 13 17 14 -12 -14 -7 -13 -9
right_child=1 6 4 -5 -6 16 -8 18 -10 -11 11 12 15 -15 -16 -17 -18 -19 -20
leaf_value=0.01146099169129183 0.0047589341697997301 0.003432818853920501 0.0091571776667391507 0.0040555164498042341 0.0074100817023848888 0.012386023150010094 -0.00092843001497031985 0.0052244117796303776 0.015867629510573498 -0.00093435260535222999 0.013300314322358123 0.011429117982763262 0.012965587568961989 0.011068365811033492 0.012394047212683296 0.011279479401135641 0.010003144828288678 0.0095733027275455348 0.0069087943217106184
leaf_weight=57 52 99 56 57 63 53 68 53 64 56 505 58 121 86 503 161 55 111 54
leaf_count=57 52 99 56 57 63 53 68 53 64 56 505 58 121 86 503 161 55 111 54
internal_value=0 0.00475217 0.0118855 0.00775856 0.0121577 0.00908854 0.00264958 0.00357835 0.0123374 0.00185478 0.0121962 0.0123063 0.0113314 0.0127082 0.0128481 0.0120031 0.0111728 0.0102104 0.0060748
internal_weight=0 490 1842 114 1728 160 330 262 1665 155 1601 1545 451 1094 1008 282 108 169 107
internal_count=2332 490 1842 114 1728 160 330 262 1665 155 1601 1545 451 1094 1008 282 108 169 107
is_linear=0
shrinkage=0.00323608


Tree=289
num_leaves=20
num_cat=0
split_feature=1 131 4 52 11 0 4 48 151 1 0 52 1 160 43 4 0 43 0
split_gain=90.5016 28.9655 22.5399 44.125 22.1551 49.3969 19.7442 37.916 15.6209 33.7161 19.2901 13.391 10.1107 9.60977 13.1242 8.40907 10.4545 6.38862 4.94822
threshold=0.11670500000000002 0.086835000000000009 0.24099500000000004 0.044705000000000002 1.0000000180025095e-35 0.12113000000000002 0.51326500000000019 0.086870000000000017 -0.059889999999999992 0.10439500000000002 -0.096374999999999975 -0.050359999999999995 0.077800000000000022 -0.082819999999999991 -0.085474999999999982 0.053010000000000009 -0.085719999999999977 -0.081324999999999995 -0.099329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 -4 8 -6 7 -2 10 11 -1 12 17 -12 -15 16 -13 -10 -17
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 13 15 -14 14 -16 18 -18 -19 -20
leaf_value=0.0074019896437095842 0.0031806528316248909 0.0038660082396797806 0.00036580804150993928 0.0058303856972533041 0.0084511464065811694 0.00246679713368256 -0.0022596960754966752 -0.00151522181613364 0.0047173076169340624 0.0004311077615833223 0.0028001255614860292 0.0051169249100563455 0.0017302045096854533 0.0069335908029788508 0.0039370499667283213 0.0040695854319630466 0.0040355080071402538 0.0029294951748716869 0.0020397401875734723
leaf_weight=66 93 70 103 54 83 55 56 74 83 67 65 315 94 56 94 54 674 114 62
leaf_count=66 93 70 103 54 83 55 56 74 83 67 65 315 94 56 94 54 674 114 62
internal_value=0 0.00111843 0.00402861 0.00224568 0.00417732 0.00606646 0.000255725 0.00109953 0.0040278 0.00382459 0.00508562 0.00398742 0.00305238 0.00437431 0.00505611 0.00423361 0.00438 0.003683 0.00298512
internal_weight=0 293 2039 157 1882 138 223 167 1744 1463 281 1396 291 215 150 1105 989 197 116
internal_count=2332 293 2039 157 1882 138 223 167 1744 1463 281 1396 291 215 150 1105 989 197 116
is_linear=0
shrinkage=0.00489589


Tree=290
num_leaves=17
num_cat=0
split_feature=97 2 14 3 2 16 3 3 2 15 49 42 151 15 15 13
split_gain=77.5309 69.2236 44.6056 25.161 22.8294 20.2932 23.6866 18.4353 18.1335 20.9886 19.6263 13.9164 17.4985 11.0351 10.2543 9.73417
threshold=-0.0047149999999999996 0.12190500000000001 0.057600000000000005 0.091170000000000015 0.096425000000000025 -0.15796999999999997 -0.049204999999999992 -0.0035149999999999995 0.090000000000000011 -0.094514999999999988 0.093945000000000015 0.08648500000000002 -0.014594999999999999 -0.088489999999999985 -0.043644999999999996 -0.066934999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -3 -7 8 11 10 -10 12 -2 -11 -6 -13
right_child=1 5 -4 4 14 6 -8 -9 9 13 -12 15 -14 -15 -16 -17
leaf_value=-0.0028907876527760018 0.0026747029406265022 0.0025727411461604574 0.0076930671782565853 -0.00064431286693765021 0.0046975508141895491 0.0023275027478158084 -0.0019920596277983463 0.0060776471108556678 -0.001487821886521398 0.0054831232580817534 0.0028624019680532678 0.0035645350788083788 0.0048498833377106487 0.0030331343293672481 0.0015826617224094755 0.0013682945525938942
leaf_weight=57 126 99 72 73 57 54 100 84 54 57 61 362 543 471 60 66
leaf_count=57 126 99 72 73 57 54 100 84 54 57 61 362 543 471 60 66
internal_value=0 0.00331269 0.00362758 0.00348221 0.0016615 0.000716129 -0.000477044 0.00367184 0.00355567 0.00285453 0.0008192 0.00396658 0.00444029 0.00329773 0.00310065 0.00322599
internal_weight=0 2339 2086 2014 190 253 154 1824 1740 643 115 1097 669 528 117 428
internal_count=2396 2339 2086 2014 190 253 154 1824 1740 643 115 1097 669 528 117 428
is_linear=0
shrinkage=0.00525585


Tree=291
num_leaves=17
num_cat=0
split_feature=4 3 39 14 0 48 0 12 3 3 376 4 3 3 4 0
split_gain=2156.66 767.646 551.053 165.907 162.756 158.087 134.423 115.836 93.1772 80.4944 79.6181 51.5609 125.827 45.9995 44.8796 26.2732
threshold=0.30163500000000004 0.30112000000000005 0.0095750000000000019 0.062655000000000016 -0.11327499999999999 0.092205000000000023 -0.099059999999999995 0.092550000000000007 0.092330000000000009 -0.010299999999999998 0.049360000000000008 -0.50547999999999982 -0.11128999999999999 0.11745500000000002 0.053455000000000009 -0.04478999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 10 13 11 -1 -8 -4 -6 -13 -2 15 -9
right_child=6 -3 5 -5 7 -7 9 14 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.010521240213025022 0.0071328684579833827 0.002296833808916118 0.010695790063326042 0.015421320568412708 0.014419230605230903 0.0036739492438431385 0.003753333459132245 0.011367660492490755 0.0065247807001331667 0.00013207554125019505 0.0067884739759805851 0.0084790221112787216 0.01221836447042627 0.004152389279476692 0.009370300305900827 0.0098486198823437236
leaf_weight=89 58 56 57 63 54 52 80 418 53 62 62 54 1002 60 99 77
leaf_count=89 58 56 57 63 54 52 80 418 53 62 62 54 1002 60 99 77
internal_value=0 0.0110118 0.0112464 0.0116139 0.011484 0.0071441 0.00373608 0.0116885 0.00902978 0.0021724 0.00866026 0.0121436 0.0120272 0.00561759 0.0108379 0.0111314
internal_weight=0 2136 2080 1909 1846 171 260 1704 142 142 119 1110 1056 118 594 495
internal_count=2396 2136 2080 1909 1846 171 260 1704 142 142 119 1110 1056 118 594 495
is_linear=0
shrinkage=0.00238518


Tree=292
num_leaves=14
num_cat=0
split_feature=2 97 160 13 41 11 13 13 484 47 16 52 16
split_gain=65.5157 51.2961 25.2491 22.6173 22.2654 35.4077 18.9598 29.2724 15.4256 15.891 15.8092 14.6128 9.63048
threshold=0.12190500000000001 -0.0047149999999999996 -0.065924999999999997 -0.16392499999999996 0.082095000000000015 0.080455000000000013 -0.09057999999999998 0.0028150000000000002 -0.012019999999999998 0.11518500000000002 -0.071854999999999988 0.44892500000000007 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 8 -4 -8 10 11 -5 -10 -12
right_child=2 3 6 4 -6 -7 7 -9 9 -11 12 -13 -14
leaf_value=-0.0016006528670167602 -0.0024315328817803381 0.0010059713152005736 -0.0010932290819419908 0.0075623439244115638 0.00045445855495608009 0.0078771438614142607 0.0051593631489000903 -0.0004028667669849238 0.0038611686941909533 0.000733626515909242 0.0039288293175005016 0.0064078680587076053 0.0067830824988710913
leaf_weight=56 63 79 54 80 53 91 84 53 1409 53 187 82 52
leaf_count=56 63 79 54 80 53 91 84 53 1409 53 187 82 52
internal_value=0 0.00393478 0.000785929 0.00408341 0.00420451 0.0043062 0.00184751 0.00300709 0.00413174 0.00388914 0.00530572 0.00400127 0.0045501
internal_weight=0 2142 254 2086 2007 1954 191 137 1863 1544 319 1491 239
internal_count=2396 2142 254 2086 2007 1954 191 137 1863 1544 319 1491 239
is_linear=0
shrinkage=0.00586163


Tree=293
num_leaves=14
num_cat=0
split_feature=2 30 3 14 0 2 49 2 0 49 12 49 47
split_gain=773.705 408.968 184.321 112.355 130.895 106.019 95.0969 61.5217 49.684 48.3126 38.1402 22.0914 19.2024
threshold=0.12131500000000002 0.085185000000000025 0.11745500000000002 0.062655000000000016 -0.13314999999999996 0.16730000000000003 -0.00035499999999999996 -0.082219999999999974 -0.081854999999999997 0.018515000000000004 0.089885000000000007 0.099620000000000014 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 -1 -6 -2 -10 12 -12 -9
right_child=5 -3 -4 -5 7 -7 -8 10 9 -11 11 -13 -14
leaf_value=0.0049853886050411442 0.0032675796450513188 0.0021617600601421491 0.0056415801021211069 0.013826063238005866 0.0070075865201566232 0.00042073363707927048 0.0095632576634753115 0.010793145488101714 0.0047073995214563487 0.0084252386116381809 0.0099312099895148224 0.0082294399649096746 0.0092528252454239408
leaf_weight=79 79 64 89 69 54 54 85 872 74 55 665 77 80
leaf_count=79 79 64 89 69 54 54 85 872 74 55 665 77 80
internal_value=0 0.00963901 0.00987017 0.0100601 0.00992421 0.00417057 0.00735826 0.0101649 0.00514394 0.00629277 0.0102656 0.00975465 0.0106637
internal_weight=0 2134 2070 1981 1912 262 164 1748 208 129 1694 742 952
internal_count=2396 2134 2070 1981 1912 262 164 1748 208 129 1694 742 952
is_linear=0
shrinkage=0.00300304


Tree=294
num_leaves=23
num_cat=0
split_feature=1 1 2 2 2 2 150 14 0 43 2 15 13 3 15 2 0 3 16 160 15 2
split_gain=1903.3 292.36 205.884 158.624 149.831 125.25 106.469 83.4994 76.3187 49.3049 40.1386 41.3938 49.7104 62.4391 39.8691 31.1012 17.1184 14.7879 24.7806 14.3692 15.7428 13.1113
threshold=0.10892500000000001 0.13662500000000002 0.099675000000000014 0.10912000000000001 -0.0091949999999999983 -1.0000000180025095e-35 1.0000000180025095e-35 0.062655000000000016 -0.13314999999999996 -1.0000000180025095e-35 0.12330500000000001 0.022565000000000005 -0.0016149999999999999 -0.065259999999999999 -0.42075999999999997 0.091545000000000015 -0.14012999999999998 -0.059629999999999996 0.0060650000000000009 0.014995000000000003 0.029300000000000003 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 -1 -2 10 8 -6 -5 11 12 13 -4 -3 17 -11 18 -10 20 -17 -14
right_child=1 14 6 9 7 -7 -8 -9 15 16 -12 -13 21 -15 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.010105767695590068 0.0079583525573903094 0.0052543546502046515 0.014097661020647618 0.004745640167248791 0.01275367342192163 0.01481355934261485 0.0085711152107515298 0.020116241683154259 0.016486578003172828 0.0071185231012837538 0.011050089482211475 0.016609792047819791 0.016320331885210378 0.0092537809802911743 0.0013227153703694208 0.013854906303526138 0.0098522787376308651 0.018187013811012509 0.014803118512325559 0.016671644614224143 0.015773409080431896 0.013973522089898724
leaf_weight=52 54 52 80 70 86 78 53 59 896 56 54 71 64 53 76 124 54 52 119 53 88 52
leaf_count=52 54 52 80 70 86 78 53 59 896 56 54 71 64 53 76 124 54 52 119 53 88 52
internal_value=0 0.00732281 0.0152854 0.00912888 0.0158786 0.0120094 0.0131613 0.0160818 0.0159139 0.00701627 0.0138117 0.0142776 0.0136124 0.0121677 0.00292023 0.016118 0.00846088 0.0163818 0.0162892 0.0150556 0.0146514 0.0152686
internal_weight=0 440 1956 312 1529 132 427 1477 1418 180 374 320 249 133 128 1332 110 1067 1015 265 212 116
internal_count=2396 440 1956 312 1529 132 427 1477 1418 180 374 320 249 133 128 1332 110 1067 1015 265 212 116
is_linear=0
shrinkage=0.00345908


Tree=295
num_leaves=25
num_cat=0
split_feature=4 3 150 43 3 3 48 39 12 12 3 4 3 12 43 4 3 4 52 43 4 4 43 3
split_gain=4161.09 1407.69 546.916 354.813 283.768 196.366 157.197 145.543 114.989 88.1489 122.742 64.8066 57.3986 33.3334 30.2879 27.7959 25.4547 22.6494 21.9788 18.983 9.98379 9.66198 8.08396 7.48691
threshold=0.30163500000000004 -0.06340999999999998 0.091355000000000006 -0.035884999999999993 0.12566000000000002 0.20828500000000003 0.087215000000000015 0.095830000000000012 0.095780000000000018 0.081420000000000006 -0.14162499999999997 -0.076184999999999989 0.0045450000000000013 0.087745000000000004 -0.00013499999999999997 -0.057539999999999994 -0.10919499999999999 0.053255000000000004 -0.088629999999999987 0.0032700000000000003 -0.012889999999999999 -0.085474999999999982 -0.06656999999999999 -0.071519999999999986
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 8 3 6 12 7 -3 14 9 -1 -11 16 -5 19 -2 -14 -10 22 -15 21 -20 -12 -13 -24
right_child=5 2 -4 4 -6 -7 -8 -9 11 10 13 17 15 18 -16 -17 -18 -19 20 -21 -22 -23 23 -25
leaf_value=0.010840033990318076 0.0029713992628491105 0.0088762161143012136 0.0026228225717882976 0.011400689680987957 0.0070927351408315766 -0.0021245774123904728 0.0037573082338140059 -0.00025671922049035826 0.015051069861482521 0.01699166546869163 0.015166210054488736 0.012843046195513198 0.015137897639670272 0.012359528774908448 0.0052241089314191552 0.012823772491428069 0.012712688028843348 0.010566244177600201 0.013852372404585579 0.012877755593917347 0.013075674198666674 0.014255087075029971 0.01108796046233188 0.012385887294560544
leaf_weight=53 56 88 70 95 66 52 58 54 54 76 84 61 57 96 92 65 55 79 339 52 137 377 53 52
leaf_count=53 56 88 70 95 66 52 58 54 54 76 84 61 57 96 92 65 55 79 339 52 137 377 53 52
internal_value=0 0.0124093 0.00887851 0.00989919 0.0114759 0.00205768 0.00684285 0.00313442 0.013533 0.0138861 0.0140251 0.012322 0.0128089 0.0138173 0.00437191 0.0139052 0.0138714 0.0116325 0.0134159 0.0142648 0.0136289 0.0144212 0.0121398 0.011731
internal_weight=0 2067 499 429 283 254 146 202 1568 1214 1161 354 217 1085 148 122 109 245 572 513 476 461 166 105
internal_count=2321 2067 499 429 283 254 146 202 1568 1214 1161 354 217 1085 148 122 109 245 572 513 476 461 166 105
is_linear=0
shrinkage=0.00241352


Tree=296
num_leaves=20
num_cat=0
split_feature=1 15 1 12 40 51 2 15 13 15 133 15 1453 42 12 2 1 1 42
split_gain=154.506 56.1746 42.5078 39.7812 55.8408 33.0708 47.1041 16.8709 21.0578 22.4965 12.5881 12.2788 14.6005 9.65665 15.8425 7.52215 6.93866 9.07553 4.773
threshold=0.13712000000000005 -0.42075999999999997 0.098370000000000027 -1.0000000180025095e-35 -0.061244999999999994 0.10446500000000002 0.114805 -0.10436999999999999 0.034905000000000012 0.035560000000000008 -0.080849999999999991 -0.094449999999999992 -0.057274999999999993 -0.080744999999999983 0.093840000000000021 0.090310000000000015 0.10423500000000001 0.11302500000000001 0.082115000000000007
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 7 4 -4 6 16 10 11 -10 -1 -9 -13 15 -15 -14 -5 -18 -12
right_child=1 -3 3 5 -6 -7 -8 8 9 -11 18 12 13 14 -16 -17 17 -19 -20
leaf_value=0.0089182205568440354 0.0025963334364022352 -0.0049554314225144433 0.003290964100976076 0.0032942246314722561 -0.003672798367951455 0.0080542075876344835 -9.9683915696516619e-05 0.0028735019181868192 0.0010453941747720222 0.0048530077308668682 0.0067713779934103499 0.0027137020539148233 0.0057564597724389481 0.005458677303534598 0.0038222091004192701 0.0082513917980257517 0.0068782879514115384 0.0039947962172915807 0.0043981613227195805
leaf_weight=52 52 73 97 60 56 56 84 78 91 101 52 72 133 785 238 52 74 62 53
leaf_count=52 52 73 97 60 56 56 84 78 91 101 52 72 133 785 238 52 74 62 53
internal_value=0 -0.00181342 0.00453301 0.00308927 0.000741749 0.00415805 0.00337861 0.00494657 0.00477074 0.00304867 0.00668204 0.00501417 0.00514457 0.00528941 0.00507801 0.00645806 0.00486961 0.00556419 0.00557403
internal_weight=0 125 2196 489 153 336 280 1707 1550 192 157 1358 1280 1208 1023 185 196 136 105
internal_count=2321 125 2196 489 153 336 280 1707 1550 192 157 1358 1280 1208 1023 185 196 136 105
is_linear=0
shrinkage=0.00555282


Tree=297
num_leaves=22
num_cat=0
split_feature=1 1 12 14 124 1 13 12 12 13 40 12 1 1 12 13 1 13 13 13 13
split_gain=2801.8 593.493 344.852 147.537 112.409 101.428 101.02 69.0241 58.8741 80.501 52.0807 22.7507 20.4467 23.1071 18.6656 18.557 10.2642 5.70948 9.3636 3.06638 2.99186
threshold=0.10342000000000001 0.13630500000000004 0.086395000000000013 0.062655000000000016 -0.076164999999999983 0.14828500000000003 -1.0000000180025095e-35 0.10597500000000001 0.093270000000000006 0.046185000000000004 -0.064864999999999992 0.11844 0.087070000000000022 1.0000000180025095e-35 0.088435000000000014 -0.00099499999999999979 0.091055000000000011 0.071660000000000015 -0.00051499999999999994 -0.049744999999999991 -0.079299999999999995
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 6 4 -1 -3 10 -4 9 12 -2 17 13 15 16 -6 -14 18 19 -10 -16
right_child=1 5 7 -5 8 -7 -8 -9 11 -11 -12 -13 14 -15 20 -17 -18 -19 -20 -21 -22
leaf_value=0.0075143129584636596 0.0036664214871789877 0.00021190998814436967 0.010867454702470289 0.016345391356639663 0.012561764274470359 -0.0053160415721128489 0.0057868331380609827 0.0064260154664948317 0.010955156336885081 0.0092173052497004481 3.8312091978963024e-06 0.0090255251518498968 0.0098761595269280366 0.014101233783561207 0.013046897555556096 0.01064792410053661 0.011646416863595199 0.011858265413585993 0.0097883695883531734 0.011686161589003 0.012000143283992754
leaf_weight=62 72 82 98 67 721 53 100 52 193 84 79 58 64 90 54 53 64 81 58 81 55
leaf_count=62 72 82 98 67 721 53 100 52 193 84 79 58 64 90 54 53 64 81 58 81 55
internal_value=0 0.0036901 0.00559168 0.01181 0.0116331 -0.00195808 0.0033587 0.00932798 0.0117873 0.0121578 0.00175045 0.0108552 0.0123821 0.0126048 0.01157 0.0124308 0.0107615 0.011112 0.0109299 0.0111714 0.012519
internal_weight=0 536 401 1785 1718 135 251 150 1656 1185 151 471 1101 864 237 774 128 413 332 274 109
internal_count=2321 536 401 1785 1718 135 251 150 1656 1185 151 471 1101 864 237 774 128 413 332 274 109
is_linear=0
shrinkage=0.00311452


Tree=298
num_leaves=15
num_cat=0
split_feature=2 4 0 4 2 150 4 0 0 4 12 51 4 0
split_gain=145.402 72.7052 32.541 37.4798 28.7818 15.7485 41.9915 26.3341 23.8102 57.8991 16.6249 33.8911 11.926 11.8617
threshold=0.17576500000000003 0.27161500000000005 -0.092319999999999985 0.42953500000000006 -0.0091949999999999983 0.089910000000000018 -0.0011949999999999997 -0.14989499999999997 -0.10653 -0.0027699999999999995 0.087745000000000004 0.091085000000000013 -0.13833499999999996 -0.036119999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 7 -7 -6 9 -9 11 -10 -12 -4
right_child=-2 2 13 -5 5 6 -8 8 10 -11 12 -13 -14 -15
leaf_value=0.00087112589489127484 -0.0046610546299693445 0.00056561003913704357 -0.0025854056257519076 0.0057437828120717469 0.0066260653480484455 0.0045078465340838824 -0.00079498055276110125 -0.0016384058024175908 0.0044845706096144139 0.0048670993061534634 0.0018648930747995221 0.0086246085474008423 0.0039557035770439791 0.00066669570422262241
leaf_weight=71 52 82 52 57 100 97 57 58 560 76 71 52 880 56
leaf_count=71 52 82 52 57 100 97 57 58 560 76 71 52 880 56
internal_value=0 0.00363225 0.00112033 0.00268941 0.00393907 0.00405069 0.00254477 0.00417972 0.00403553 0.00205089 0.00420564 0.00483642 0.00379966 -0.000898646
internal_weight=0 2269 247 139 2022 1951 154 1797 1697 134 1563 612 951 108
internal_count=2321 2269 247 139 2022 1951 154 1797 1697 134 1563 612 951 108
is_linear=0
shrinkage=0.00490396


Tree=299
num_leaves=11
num_cat=0
split_feature=1 9 3 15 1 150 1 49 1427 0
split_gain=115.995 58.5124 46.5149 33.6453 23.8674 31.3589 46.8989 34.1618 16.2442 12.5202
threshold=0.14846500000000004 -1.0000000180025095e-35 0.31370500000000007 -0.40312499999999996 0.12864500000000004 0.089155000000000012 0.092655000000000015 -0.085949999999999985 0.078535000000000008 -0.069074999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 7 -7 -5 -9 -3
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11
leaf_value=-0.0019608035127868018 -0.0050314591709625066 0.0025864057587479863 -0.0013898176325487666 0.0079801104304401457 0.00770434988166218 0.0041799440634218542 -0.0015609895943232916 0.003806110207775334 0.0069221245077491283 -0.0013084289509819236
leaf_weight=61 52 53 57 68 52 101 82 1688 55 52
leaf_count=61 52 53 57 68 52 101 82 1688 55 52
internal_value=0 0.00348751 0.00363805 0.00377132 0.00393111 0.00383268 0.00160717 0.00405754 0.00390447 0.000656962
internal_weight=0 2269 2208 2151 2046 1994 183 1811 1743 105
internal_count=2321 2269 2208 2151 2046 1994 183 1811 1743 105
is_linear=0
shrinkage=0.0056399


Tree=300
num_leaves=16
num_cat=0
split_feature=1 131 13 9 1 1375 132 1 4 43 13 13 150 1 403
split_gain=60.8089 40.0184 50.7683 37.3785 30.1488 27.5743 26.3392 26.1999 23.9437 15.8583 35.7357 10.6418 10.1328 6.26432 5.26203
threshold=0.11869500000000001 0.086835000000000009 -0.10899499999999999 1.0000000180025095e-35 0.13332000000000002 -0.093609999999999985 0.082230000000000011 0.081315000000000012 -0.17689999999999997 -0.24238999999999997 0.06301000000000001 0.085880000000000012 0.10888500000000001 0.081755000000000008 -0.085404999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -4 -1 8 14 11 -10 12 13 -11 -7 -8
right_child=1 -3 4 -5 -6 6 7 -9 9 10 -12 -13 -14 -15 -16
leaf_value=-0.00089404950983123675 -0.0048068200481017134 0.0041321891182799836 -0.0018500660208657985 0.0078080155469528109 0.0034423639956336323 0.0049723013289112352 0.0037882592376239969 -0.0021449055201625778 0.0053848388549012595 0.00309501503456489 -0.00093811262512200804 0.0033653636325727677 0.0054903363657728488 0.0076114678289557845 0.0015870794105044877
leaf_weight=54 68 65 60 52 75 54 55 53 92 1397 68 56 57 58 87
leaf_count=54 68 65 60 52 75 54 55 53 92 1397 68 56 57 58 87
internal_value=0 0.000331502 -0.000885175 0.00314811 0.00108973 0.00302877 0.00313595 0.00119359 0.00334847 0.00314025 0.00300453 0.0053485 0.00318896 0.00633954 0.00244007
internal_weight=0 268 203 2083 135 2031 1977 195 1782 1614 1522 168 1454 112 142
internal_count=2351 268 203 2083 135 2031 1977 195 1782 1614 1522 168 1454 112 142
is_linear=0
shrinkage=0.00556532


Tree=301
num_leaves=18
num_cat=0
split_feature=4 48 0 13 16 0 0 48 13 16 39 124 51 0 4 13 0
split_gain=50.0642 38.6188 63.3337 31.3456 22.5783 28.2261 52.1071 17.932 28.9911 22.6187 23.5554 15.5894 14.4491 15.1062 37.8925 14.0573 6.16155
threshold=0.024315000000000003 -1.0000000180025095e-35 0.0037850000000000002 -0.16392499999999996 -0.11118499999999999 -0.11073999999999999 -0.14857499999999998 0.11865500000000002 -0.15956499999999998 -0.4582 0.081875000000000017 -0.082254999999999981 -0.15042499999999998 0.12212000000000002 -0.17689999999999997 -0.0034149999999999996 -0.12118
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 -1 -5 6 -6 8 -3 16 15 -7 -13 14 -14 -11 -10
right_child=1 2 -4 4 5 11 -8 -9 9 10 -12 12 13 -15 -16 -17 -18
leaf_value=-0.0010977270984110026 -0.0037446943580227488 0.0067946061851202888 -0.0048124459983865516 0.0062806745685395305 0.0034408228141343646 0.00012483133887658437 -0.0043252859326582743 -0.0011543196106239024 0.005980365651219061 0.00094311011509660427 -0.0020084600707836707 0.006370073733191664 0.007966997989903659 0.00041687614820868333 0.0032501342048058524 0.0042443350015487491 0.0030252868676812913
leaf_weight=64 57 56 53 90 85 54 53 52 52 133 68 63 68 63 1208 77 55
leaf_count=64 57 56 53 90 85 54 53 52 52 133 68 63 68 63 1208 77 55
internal_value=0 0.00106967 0.00157238 0.00312399 0.00328447 0.00311526 0.000457711 0.00225892 0.00266153 0.00206019 0.00113551 0.0033671 0.00349193 0.00335647 0.00350155 0.00215387 0.00446201
internal_weight=0 603 546 1748 1684 1594 138 493 441 385 278 1456 1402 1339 1276 210 107
internal_count=2351 603 546 1748 1684 1594 138 493 441 385 278 1456 1402 1339 1276 210 107
is_linear=0
shrinkage=0.00614709


Tree=302
num_leaves=26
num_cat=0
split_feature=1 3 2 2 1 1 3 3 2 2 43 3 43 3 2 1429 16 42 2 1 13 43 1 3 52
split_gain=1019.56 250.639 76.7618 74.5466 73.7777 58.843 37.8094 32.8881 31.3467 49.6267 29.4303 28.2376 24.7041 20.1059 16.9643 16.3539 14.5674 17.1507 15.3316 13.1871 11.7643 10.161 8.97935 5.40096 4.91443
threshold=0.10508500000000001 -0.053499999999999992 0.114165 0.099675000000000014 0.12394500000000001 0.089625000000000024 -0.15197999999999998 -0.107915 -1.0000000180025095e-35 0.14234000000000005 -0.081694999999999976 -0.017449999999999997 -0.049364999999999992 -0.080049999999999996 0.092365000000000017 0.084690000000000015 -0.004174999999999999 0.083865000000000009 0.078405000000000016 0.11530500000000002 -0.073099999999999984 -0.073574999999999988 0.093505000000000019 -0.072579999999999992 0.024560000000000002
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 19 5 12 6 -1 -5 -6 -10 -7 20 -3 -12 15 16 18 -18 -8 -2 -9 -22 -15 24 -16
right_child=1 4 -4 7 8 10 14 11 9 -11 13 -13 -14 22 23 -17 17 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.014657845983731158 0.012175800315689649 0.0047851124334729635 0.0063051508078702245 0.0079915775936069845 0.00099645519574598218 0.0085884646739597566 0.010960930315326118 0.012560413028166281 0.0064543970373202074 0.0022426674848702219 0.0094559342419974993 0.0090782677923519853 0.0073586026536410099 0.012733428246622221 0.01013123919628532 0.010679469791900573 0.014446151118207439 0.012125647201112404 0.012354944664064336 0.0099296221493690648 0.01176661749024723 0.010114379825461338 0.011091056924220287 0.011964726596545221 0.011378409856854226
leaf_weight=63 58 73 54 61 52 67 100 57 53 71 59 90 91 59 64 69 72 67 613 56 71 95 95 65 76
leaf_count=63 58 73 54 61 52 67 100 57 53 71 59 90 91 59 64 69 72 67 613 56 71 95 95 65 76
internal_value=0 0.00625011 0.0095405 0.0115187 0.00462416 0.011853 0.012173 0.0102056 0.00314317 0.00404313 0.0104941 0.010637 0.0062133 0.0110934 0.0120339 0.012225 0.0123501 0.0133279 0.0121595 0.0110727 0.011266 0.0108213 0.0117205 0.0111753 0.0108085
internal_weight=0 508 168 1843 340 1469 1189 374 176 124 280 313 164 213 1126 921 852 139 713 114 223 166 154 205 140
internal_count=2351 508 168 1843 340 1469 1189 374 176 124 280 313 164 213 1126 921 852 139 713 114 223 166 154 205 140
is_linear=0
shrinkage=0.00329264


Tree=303
num_leaves=24
num_cat=0
split_feature=4 10 16 15 15 16 2 43 133 2 43 16 1429 16 43 157 48 43 42 4 16 16 2
split_gain=42.353 36.3964 33.5224 32.3589 26.7527 20.0134 18.1467 21.6493 21.2522 22.2446 17.8205 17.0546 18.7019 12.7338 13.6755 11.6167 12.0908 9.38214 9.3178 8.1856 5.77186 5.48503 2.54616
threshold=0.024315000000000003 -1.0000000180025095e-35 -0.41574999999999995 -0.043644999999999996 -0.37478999999999996 -0.14743999999999996 0.099675000000000014 -0.23919999999999997 -0.0081099999999999974 0.10713500000000002 -0.012264999999999998 0.081265000000000018 0.084770000000000012 -0.52180499999999985 -0.049914999999999994 -0.074224999999999985 0.084965000000000027 -0.060799999999999993 0.083955000000000016 -0.47860499999999995 0.26391000000000003 0.032580000000000005 0.088665000000000008
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 13 4 -4 -1 7 -7 -8 -10 20 12 15 -3 -15 18 -17 -11 -9 -13 -6 -19 -21
right_child=1 2 3 -5 10 6 8 11 9 17 -12 19 -14 14 -16 16 -18 21 -20 22 -22 -23 -24
leaf_value=0.0061275662054308417 -0.0027445054487997451 0.0017812825520628203 -0.001514447055903873 -0.0033365428050131408 -0.00029613684140967605 0.0059274781847080812 -0.0011681036230000161 0.0060494424533886863 0.00013941668730645164 0.0050040753315751026 0.0042812728960057358 0.0060825064910868948 -0.00027533994617904602 0.0023763568996021311 0.0059241907530603252 0.0028507627545081493 0.0011912144372837774 0.001238749244785245 0.0029999263832278886 0.0044564849453442258 0.0021764863698598173 0.0036520473242161052 0.0028354685807651502
leaf_weight=52 61 102 72 53 55 70 64 53 92 66 79 58 61 57 70 795 151 55 64 53 54 54 60
leaf_count=52 61 102 72 53 55 70 64 53 92 66 79 58 61 57 70 795 151 55 64 53 54 54 60
internal_value=0 0.00119073 0.00163373 0.000490325 0.00127064 0.00284266 0.00274191 0.0030157 0.00161267 0.00227944 0.00233757 0.00285826 0.00261758 0.00319629 0.00433231 0.00278365 0.00258593 0.00340415 0.00438182 0.00443989 0.000928306 0.00243485 0.00359628
internal_weight=0 603 542 313 260 1748 1696 1365 331 267 188 1295 1124 229 127 1063 946 175 117 171 109 109 113
internal_count=2351 603 542 313 260 1748 1696 1365 331 267 188 1295 1124 229 127 1063 946 175 117 171 109 109 113
is_linear=0
shrinkage=0.00537408


Tree=304
num_leaves=11
num_cat=0
split_feature=3 147 97 14 11 4 12 52 52 3
split_gain=57.5734 31.9329 30.0576 28.0754 19.1413 26.3461 28.1189 29.2639 18.3351 15.8016
threshold=0.31534000000000006 0.089025000000000007 -0.0047149999999999996 -0.10708499999999999 0.094815000000000024 -0.17689999999999997 0.083425000000000013 -0.08929999999999999 -0.018574999999999998 -0.13392999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 7 -7 -5 -8
right_child=-2 -3 3 4 -6 6 9 -9 -10 -11
leaf_value=-0.001514890099496589 -0.0027248236948827151 -0.0010943073783025944 0.0053538087580695575 0.0027880724939545734 -0.00092107825045030934 0.0038977340675113467 0.0050162299269704514 0.00025765004222336348 0.0063879222654422583 0.002318832815794709
leaf_weight=57 69 82 78 90 52 72 61 339 66 1385
leaf_count=57 69 82 78 90 52 72 61 339 66 1385
internal_value=0 0.00208233 0.00220075 0.00229961 0.00218422 0.00226446 0.00209247 0.000895464 0.00431144 0.00243266
internal_weight=0 2282 2200 2143 2065 2013 1857 411 156 1446
internal_count=2351 2282 2200 2143 2065 2013 1857 411 156 1446
is_linear=0
shrinkage=0.00518517


Tree=305
num_leaves=24
num_cat=0
split_feature=1 4 49 1 4 2 1 2 14 4 2 157 16 4 2 0 43 16 2 4 133 2 12
split_gain=1671.07 248.661 181.093 144.238 161.38 96.6686 91.2398 79.6486 76.9862 47.8563 39.4038 29.4218 29.1858 61.2812 27.5948 23.349 22.9476 14.716 16.8721 10.2113 10.072 9.40911 4.98875
threshold=0.109225 0.40945500000000007 -0.018959999999999994 0.092415000000000011 -0.033449999999999987 1.0000000180025095e-35 0.13075500000000004 1.0000000180025095e-35 0.062655000000000016 -0.21586499999999997 0.087645000000000015 -0.06266999999999999 -0.12029499999999999 0.049545000000000006 0.13880500000000004 0.043875000000000004 -0.14886999999999997 -0.00027999999999999998 0.064660000000000009 -0.072894999999999974 -1.0000000180025095e-35 0.084275000000000003 0.088055000000000008
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 8 9 -4 -3 -6 10 -5 11 -1 22 15 -8 16 -14 18 20 -11 -13 -20 -12
right_child=1 6 5 4 7 -7 14 -9 -10 19 12 17 13 -15 -16 -17 -18 -19 21 -21 -22 -23 -24
leaf_value=0.0099842437057213792 0.0035800694611390566 0.0046149248568426197 0.010593000961129766 0.012681554342301043 0.0092067701581241539 0.0061706807312600582 -0.00031781076399525066 0.0056327335081368755 0.01386737278068855 0.0089716684595725488 0.012257565307811292 0.011338833013739398 0.012335640935214671 0.0081638930299641251 0.0023581402423024957 0.0088835173959731159 0.010525326807528167 0.012640554826462896 0.012338649354183362 0.010613386090807237 0.009967424869368675 0.011408288403389855 0.011182956055555127
leaf_weight=99 81 87 74 65 81 64 55 93 61 52 52 73 54 86 52 54 503 74 109 54 77 253 74
leaf_count=99 81 87 74 65 81 64 55 93 61 52 52 73 54 86 52 54 503 74 109 54 77 253 74
internal_value=0 0.00478334 0.00670707 0.0106256 0.00908306 0.00854227 0.00261156 0.00729667 0.0109647 0.0109006 0.0108473 0.0113145 0.0104584 0.0102471 0.000982389 0.0105403 0.0107009 0.0115392 0.0113799 0.00980828 0.010635 0.0116885 0.0116267
internal_weight=0 413 219 1914 345 138 194 174 1569 171 1508 685 823 697 107 611 557 586 512 106 150 362 126
internal_count=2327 413 219 1914 345 138 194 174 1569 171 1508 685 823 697 107 611 557 586 512 106 150 362 126
is_linear=0
shrinkage=0.00263401


Tree=306
num_leaves=17
num_cat=0
split_feature=1 12 1186 0 15 49 49 49 51 160 160 15 131 43 128 13
split_gain=34.3596 30.2555 19.0098 17.9694 28.678 15.8896 15.7487 17.6353 12.6844 11.4677 11.2252 39.7529 11.0914 11.0206 10.925 2.0146
threshold=0.12007000000000002 -0.10236499999999998 0.081240000000000021 -0.074274999999999994 -0.097269999999999981 -0.089819999999999983 -0.046979999999999987 -0.07107999999999999 0.13995500000000002 -0.089744999999999978 -0.00363 -0.0073899999999999999 0.077555000000000027 -0.082389999999999977 0.10614000000000001 -0.08533499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 13 7 -7 9 12 11 -11 15 -1 -12 -8
right_child=1 3 -4 4 -6 6 8 -9 -10 10 14 -13 -14 -15 -16 -17
leaf_value=0.0026962029033876728 0.0037178198312953666 -0.0027983650855055876 -0.00033888282470022287 -0.0020483244071177855 0.0031604737126731098 0.0022826547833447561 0.0049256818947261459 -0.0015287846288038085 -6.2340329715341214e-05 0.0028343960213772276 0.0026969653463660491 -0.0016198982277571131 0.0013768005120786016 0.0061495000756858261 0.00029526144957727428 0.0037826329949014101
leaf_weight=52 56 75 73 61 60 79 65 62 55 172 1127 86 52 54 57 141
leaf_count=52 56 75 73 61 60 79 65 62 55 172 1127 86 52 54 57 141
internal_value=0 0.000249778 0.00234193 -0.0007408 0.000534079 0.00243971 0.00232696 0.000606298 0.00246517 0.00254697 0.00236101 0.00134941 0.00358616 0.00445597 0.00258139 0.00414358
internal_weight=0 252 2075 196 121 2002 1896 141 1755 1700 1442 258 258 106 1184 206
internal_count=2327 252 2075 196 121 2002 1896 141 1755 1700 1442 258 258 106 1184 206
is_linear=0
shrinkage=0.00534968


Tree=307
num_leaves=14
num_cat=0
split_feature=4 2 124 15 3 4 14 0 4 4 124 16 3
split_gain=1078.11 348.596 306.887 84.3466 76.0471 62.0789 56.6357 90.5631 46.5062 40.0989 31.775 29.8119 27.754
threshold=0.30163500000000004 0.14234000000000005 -0.043384999999999993 -0.42759999999999992 0.11372500000000001 0.42405000000000009 0.062655000000000016 -0.14097999999999997 0.59999500000000017 0.0099250000000000015 -0.087569999999999995 -0.10803999999999998 -0.038414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 8 6 -5 7 -4 -2 12 -1 -11 -9
right_child=3 -3 4 5 -6 -7 -8 9 -10 11 -12 -13 -14
leaf_value=0.0058266066804563586 0.0049175339899753274 0.0018936788135658729 0.0059144383945841095 0.0021362612987116661 0.005707977544544174 -0.0017508375249665267 0.011010637023597926 0.0086761548775688875 0.0016833329682859907 0.0085626389160438372 0.0031514642005740557 0.006713623954557304 0.010312545175031176
leaf_weight=53 76 66 96 68 71 52 64 1316 55 121 80 130 79
leaf_count=53 76 66 96 68 71 52 64 1316 55 121 80 130 79
internal_value=0 0.00795051 0.00814938 0.00207397 0.00842795 0.000451614 0.00853487 0.00844389 0.00355988 0.0085914 0.00421771 0.0076051 0.00876885
internal_weight=0 2076 2010 251 1877 120 1806 1742 131 1646 133 251 1395
internal_count=2327 2076 2010 251 1877 120 1806 1742 131 1646 133 251 1395
is_linear=0
shrinkage=0.00267813


Tree=308
num_leaves=19
num_cat=0
split_feature=10 31 2 13 131 4 2 16 2 13 159 16 131 52 52 133 2 133
split_gain=51.2474 37.7905 32.6941 39.1679 35.8908 37.7203 36.4645 27.0152 15.4111 15.3001 12.3999 12.091 26.2495 10.705 7.06935 5.60148 5.35134 5.11672
threshold=0.053330000000000009 -0.018414999999999997 0.087675000000000017 0.15927500000000003 0.095205000000000026 -0.03463999999999999 0.13538500000000001 -0.11777499999999998 0.096930000000000016 0.087005000000000013 0.0096550000000000021 -0.00027999999999999998 0.090150000000000022 -0.090619999999999992 0.11614000000000001 0.032620000000000003 0.084245000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 8 7 -7 17 10 11 14 -13 -10 15 -3 -12 -4
right_child=-2 2 3 -5 -6 6 -8 -9 13 -11 16 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0024773119331467854 -0.0034500867150749764 0.0038942359105674437 0.0035120422553200407 -0.0017668125617608455 0.0062288620440256147 0.0036981837330093041 -0.0023387817132407779 0.00082377218456970496 0.0031733563627947704 0.006620940291796557 0.00018246344310759739 0.0082741917992885244 0.0025780382323934265 0.0059154952867093158 0.0014013815282269628 0.0026028950066217145 0.0028597491406180558 0.0015532983544448904
leaf_weight=54 54 423 81 93 83 179 96 385 100 57 59 60 61 114 66 179 53 130
leaf_count=54 54 423 81 93 83 179 96 385 100 57 59 60 61 114 66 179 53 130
internal_value=0 0.00257433 0.00269729 0.00205048 0.00235448 0.00205804 0.00114334 0.00173616 0.00347836 0.00354861 0.00335417 0.00362439 0.00540312 0.00463443 0.0033021 0.00351037 0.00144998 0.00230554
internal_weight=0 2273 2219 1261 1168 1085 660 564 425 958 901 789 121 214 668 602 112 211
internal_count=2327 2273 2219 1261 1168 1085 660 564 425 958 901 789 121 214 668 602 112 211
is_linear=0
shrinkage=0.00611242


Tree=309
num_leaves=21
num_cat=0
split_feature=10 31 2 16 52 159 4 52 47 3 151 4 15 3 3 3 42 15 47 16
split_gain=35.4519 26.1432 24.464 31.1246 44.6411 54.8844 28.8743 18.4068 16.1836 19.786 15.7814 14.6969 14.4141 27.8138 28.2814 24.1844 10.9363 10.2395 9.48929 5.16001
threshold=0.053330000000000009 -0.018414999999999997 0.10527500000000002 -0.052894999999999991 -0.25180499999999995 0.10285000000000001 -0.0073899999999999999 0.044705000000000002 0.077555000000000013 -0.049509999999999992 -0.10443499999999999 0.41816000000000003 0.0056700000000000006 0.084735000000000019 -0.11197999999999998 -0.067429999999999976 0.087195000000000009 0.087720000000000006 0.10280000000000002 -0.28430999999999995
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 -1 8 7 -5 6 -6 11 10 18 -3 19 13 14 -12 17 -9 -14 -10 -4
right_child=-2 2 3 4 5 -7 -8 16 9 -11 12 -13 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0019863462334536348 -0.0027663314406163701 0.0054606770821377798 0.0012096085423075795 0.0026992934398696144 -0.001662947751845994 0.0027771250363327893 -0.0075995750834714614 0.0059062190842397149 0.0042574040601347498 0.0067872355286167892 -0.0020735060476760226 0.0037347111055533342 0.0032498483613699887 -0.002095548449196359 0.0024001407559701218 0.0065535454494658378 0.0023075388935056883 0.0018333332876647893 0.0016079763446298495 -0.0013663957361345726
leaf_weight=54 54 52 54 103 59 52 55 63 95 62 55 52 294 68 454 52 55 447 93 54
leaf_count=54 54 52 54 103 59 52 55 63 95 62 55 52 294 68 454 52 55 447 93 54
internal_value=0 0.00206418 0.00216278 0.00108084 -0.000347918 -0.00223904 -0.00452766 0.00246356 0.00251671 0.00389972 0.00227352 0.00116087 0.0021525 0.00144367 0.00191662 0.00266818 0.0042294 0.00239544 0.00294712 -7.78111e-05
internal_weight=0 2273 2219 547 269 166 114 278 1672 250 1422 160 1370 577 509 793 118 741 188 108
internal_count=2327 2273 2219 547 269 166 114 278 1672 250 1422 160 1370 577 509 793 118 741 188 108
is_linear=0
shrinkage=0.00589271


Tree=310
num_leaves=18
num_cat=0
split_feature=1 3 3 16 4 14 1 42 12 52 1 1 472 4 159 159 3
split_gain=29.789 26.9267 32.3486 29.492 21.6569 25.6398 24.9025 34.9202 22.8714 17.7845 19.437 16.5675 14.3947 21.1427 11.5346 22.3177 8.35502
threshold=0.095510000000000012 0.091170000000000015 -0.029309999999999996 -0.013024999999999998 -0.16772499999999999 -0.10708499999999999 0.10587000000000001 0.083120000000000013 0.09697500000000002 0.080060000000000006 0.11203500000000001 0.13301500000000002 -0.080779999999999977 -0.11205499999999999 0.11402500000000002 0.082585000000000006 -0.11197999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 -2 -6 7 -7 9 10 -8 -12 -1 -14 15 16 -15
right_child=4 -3 3 -5 5 6 8 -9 -10 -11 11 -13 13 14 -16 -17 -18
leaf_value=0.0056970148805043138 0.0035246583969175895 -0.0021481344896073819 0.0028600652810471935 0.0094314334512039071 0.003371086857003019 -0.0063674244806615704 -0.0011842226715180575 0.00087848558041373999 -0.0028350291511235293 -0.0021749829397362365 0.0051487564646098853 0.00063539693964073749 -0.0012603789904401823 -0.00061632247285701113 -0.0009405984708368482 0.0055799731232525386 0.002226115240438674
leaf_weight=53 101 64 76 58 94 73 61 57 84 57 101 64 89 52 53 96 1145
leaf_count=53 101 64 76 58 94 73 61 57 84 57 101 64 89 52 53 96 1145
internal_value=0 0.00226533 0.00243952 0.00570494 0.000555578 4.80466e-05 -0.000580307 -0.0031898 0.000343835 0.00128765 0.00216129 0.00339857 0.00214541 0.00201419 0.00223076 0.00236081 0.00210257
internal_weight=0 1686 1622 134 692 591 497 130 367 283 226 165 1488 1435 1346 1293 1197
internal_count=2378 1686 1622 134 692 591 497 130 367 283 226 165 1488 1435 1346 1293 1197
is_linear=0
shrinkage=0.00693814


Tree=311
num_leaves=21
num_cat=0
split_feature=15 12 12 51 159 42 16 11 52 11 15 16 15 124 159 51 12 475 16 484
split_gain=817.008 406.036 135.484 118.479 79.9532 112.737 72.8305 75.7449 67.962 64.3339 50.482 46.3473 35.8257 45.6527 23.4184 23.0282 21.8139 19.974 13.1926 9.27835
threshold=-0.25061999999999995 1.0000000180025095e-35 0.13071000000000002 -0.095799999999999982 0.087735000000000021 -0.0015249999999999999 -0.5103049999999999 1.0000000180025095e-35 0.12066000000000002 0.085630000000000026 -0.42759999999999992 0.0055300000000000011 -1.0000000180025095e-35 -0.0076699999999999989 0.042925000000000005 0.082455000000000014 0.096535000000000024 -0.079029999999999975 -0.092364999999999989 -0.023814999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 -2 5 -5 -3 11 10 -9 -1 16 13 -7 17 -15 19 -13 -18 -8
right_child=1 2 -4 4 -6 12 7 9 -10 -11 -12 14 -14 15 -16 -17 18 -19 -20 -21
leaf_value=0.0043994274099000436 0.010482968748680665 0.0072997213045683544 0.0060616305590744206 0.010759084848929963 0.0039939036188001058 0.0041541120297954098 0.011254297088466784 0.014619991048428845 0.0066110231712582599 0.010814261472285001 0.0012323490897198715 0.010974448152461182 0.0081545793639426004 0.0059825097296993457 0.0078190929489560003 0.0082166704704963369 0.0086260852787328687 0.0093234279640361361 0.010140647355745439 0.010571988313217715
leaf_weight=89 73 52 52 55 57 60 166 52 54 73 56 66 77 76 53 54 53 210 155 795
leaf_count=89 73 52 52 55 57 60 166 52 54 73 56 66 77 76 53 54 53 210 155 795
internal_value=0 0.00963915 0.0102162 0.0074344 0.00684713 0.00735212 0.0103451 0.0104427 0.0041086 0.0123977 0.00317647 0.0102795 0.0066502 0.00604039 0.00941247 0.00691076 0.0105235 0.00971834 0.00975486 0.0106899
internal_weight=0 2179 1727 452 379 322 1675 1623 199 125 145 1498 267 190 329 130 1169 276 208 961
internal_count=2378 2179 1727 452 379 322 1675 1623 199 125 145 1498 267 190 329 130 1169 276 208 961
is_linear=0
shrinkage=0.00261267


Tree=312
num_leaves=23
num_cat=0
split_feature=1 1 1 150 0 4 11 4 13 4 0 4 13 52 1 0 0 4 1 52 4 13
split_gain=2444.53 351.495 164.722 194.007 107.128 97.5834 92.5306 74.094 70.3105 87.6229 55.9366 53.8518 30.8579 24.0647 19.155 43.0467 19.3509 17.7095 17.3912 13.2702 12.2761 8.9474
threshold=0.10752500000000002 0.12419000000000001 0.094750000000000015 0.081245000000000026 -0.11912999999999999 0.25472500000000003 1.0000000180025095e-35 0.049545000000000006 -0.094609999999999986 0.50657000000000008 -0.075914999999999996 -0.16772499999999999 0.046185000000000004 0.28251000000000009 0.087070000000000022 -0.098524999999999988 -0.087284999999999988 0.061375000000000006 0.10220000000000001 0.038145000000000005 -0.38908499999999996 -0.044684999999999996
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 4 6 11 -2 -6 7 10 -3 -10 13 -4 20 14 15 -1 -16 -9 -13 -19 -12 -22
right_child=1 8 3 -5 5 -7 -8 17 9 -11 12 18 -14 -15 16 -17 -18 19 -20 -21 21 -23
leaf_value=0.013813735671087233 0.0022221502786177794 -0.0026193935984595703 0.011944313880511577 0.0034968488258568038 0.008316251155732186 0.0032260406988656649 0.013743273521121426 0.0073681897694209486 0.0028481152778315074 -0.0020906652055292232 0.011373977578346153 0.009424383951899552 0.0078041137822835466 0.0096238810125881015 0.0087150466928749212 0.011170876738726706 0.01092862017048451 0.0085481657239191867 0.0071888598439107812 0.010369665507430943 0.010140626175904234 0.0086669203424287137
leaf_weight=61 81 78 59 65 98 53 82 59 86 53 53 74 70 101 52 742 119 86 56 64 133 53
leaf_count=61 81 78 59 65 98 53 82 59 86 53 53 74 70 101 52 742 119 86 56 64 133 53
internal_value=0 0.00244058 0.0102682 0.00800034 0.005026 0.00652983 0.010612 0.0104508 -0.00032341 0.000964751 0.0107042 0.00954899 0.00957041 0.01103 0.0111758 0.0113717 0.0102557 0.00877315 0.00846164 0.00932555 0.0100876 0.00972087
internal_weight=0 449 1929 254 232 151 1675 1593 217 139 1384 189 309 1075 974 803 171 209 130 150 239 186
internal_count=2378 449 1929 254 232 151 1675 1593 217 139 1384 189 309 1075 974 803 171 209 130 150 239 186
is_linear=0
shrinkage=0.00302139


Tree=313
num_leaves=15
num_cat=0
split_feature=1 14 3 131 3 3 34 1 3 4 3 3 156 3
split_gain=44.7293 39.9617 34.7347 28.0426 34.0848 26.5715 19.1554 25.7242 45.5754 17.5345 16.4143 14.7789 15.355 22.3823
threshold=0.12007000000000002 -0.10708499999999999 0.091170000000000015 0.086835000000000009 0.30112000000000005 -0.024114999999999994 -1.0000000180025095e-35 0.098370000000000027 -0.026769999999999999 -0.053824999999999991 -0.083249999999999977 -0.0026499999999999996 -1.0000000180025095e-35 -0.12077499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -2 -3 11 10 -4 -9 12 -8 -14
right_child=3 2 9 -5 -6 -7 7 8 -10 -11 -12 -13 13 -15
leaf_value=0.0072274527909929019 -0.0027245776818359312 0.005848039526374452 0.0020146795319388182 0.0035174713504662449 -0.0053037223977129341 0.0023541298481521622 0.0048523107723020403 0.00049676141511139499 -0.0042942730006834667 -0.0021529168077667055 0.0042217685520521799 0.0052103048890010427 -7.3123410161061214e-05 0.0025922485818560123
leaf_weight=58 61 57 58 55 52 85 92 102 52 87 68 74 118 1359
leaf_count=58 61 57 58 55 52 85 92 102 52 87 68 74 118 1359
internal_value=0 0.00242023 0.00228531 -0.000191179 -0.00122168 0.000231775 0.00249437 0.00239184 0.00051553 -0.000485446 0.00198713 0.00264533 0.00252431 0.00237927
internal_weight=0 2125 2067 253 198 146 1922 1865 222 145 170 1643 1569 1477
internal_count=2378 2125 2067 253 198 146 1922 1865 222 145 170 1643 1569 1477
is_linear=0
shrinkage=0.00587152


Tree=314
num_leaves=14
num_cat=0
split_feature=4 16 14 13 150 52 13 51 43 52 51 4 51
split_gain=35.1983 31.2745 68.273 18.9947 19.4335 39.5064 22.5676 27.045 23.7117 19.793 18.9604 12.3754 8.94485
threshold=0.27161500000000005 -0.4582 -0.45687499999999998 0.26482500000000003 0.089155000000000012 -0.026714999999999999 -0.14819499999999997 -0.22361999999999996 -0.15318999999999997 0.51400500000000016 -0.088439999999999977 0.42953500000000006 -0.43066999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 -3 4 6 -6 -1 12 -9 10 -10 -2 -8
right_child=1 2 -4 -5 5 -7 7 8 9 -11 -12 -13 -14
leaf_value=0.0038973708376480488 0.00016595893946858497 0.0021894969748617976 -0.0046509192596179026 0.0043219029020349822 -0.0026812988766212126 0.002004775880552024 0.0022119460789595965 -0.00087240119525733132 0.00010516926452687794 -0.0010611355236283095 0.0017885638012477864 0.0028291184179351789 0.0047004799038143207
leaf_weight=89 89 52 74 52 67 86 54 92 156 60 1376 62 69
leaf_count=89 89 52 74 52 67 86 54 92 156 60 1376 62 69
internal_value=0 -0.000144375 -0.0018275 0.00159059 0.00152125 -4.69769e-05 0.00164783 0.00153701 0.00138568 0.00151621 0.00161718 0.00125977 0.00360835
internal_weight=0 277 126 2101 2049 153 1896 1807 1684 1592 1532 151 123
internal_count=2378 277 126 2101 2049 153 1896 1807 1684 1592 1532 151 123
is_linear=0
shrinkage=0.00457528


Tree=315
num_leaves=17
num_cat=0
split_feature=1 3 0 14 15 3 0 160 4 13 42 15 39 1 4 51
split_gain=35.4606 32.3084 32.1693 48.1633 35.3031 27.8242 22.2527 26.5449 27.5399 20.8208 13.2132 11.0216 10.7433 26.3589 16.4699 10.6995
threshold=0.15022500000000003 -0.23303499999999996 -0.069389999999999993 -0.10708499999999999 0.03981500000000001 -0.10919499999999999 -0.13314999999999996 0.022560000000000004 0.076415000000000025 -0.077274999999999996 0.087005000000000013 0.11315500000000002 0.087735000000000021 0.10658000000000002 0.07252500000000002 -0.020604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 8 -5 -7 15 -6 13 14 -8 -11
right_child=-2 2 4 6 11 9 12 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0051377548700126986 -0.003201325053315903 0.0071918036786586094 -0.0049714743302850606 -0.0033617171351363012 0.0047416993424578011 -0.0031027637479429438 0.0020570181419619252 0.0028475389917998325 0.0012625704905351236 0.00117748317061243 0.0027763349540825383 0.0011036909648218679 -0.00055697783690770769 0.0055210848184861962 -0.00088828529145372134 -0.0024778189885309577
leaf_weight=92 55 59 53 97 56 66 1225 87 88 64 74 64 57 76 72 52
leaf_count=92 55 59 53 97 56 66 1225 87 88 64 74 64 57 76 72 52
internal_value=0 0.00166238 0.00151635 0.00187444 4.62983e-05 -0.00102366 0.00169007 0.000120425 -0.00116171 -0.000206084 0.000799795 0.00280196 0.00198859 0.00209431 0.00189347 -0.00046055
internal_weight=0 2282 2190 1761 429 309 1702 272 185 256 190 120 1430 1373 1297 116
internal_count=2337 2282 2190 1761 429 309 1702 272 185 256 190 120 1430 1373 1297 116
is_linear=0
shrinkage=0.00598601


Tree=316
num_leaves=24
num_cat=0
split_feature=2 2 2 150 15 2 15 13 2 15 15 15 51 13 155 42 124 52 15 47 133 52 13
split_gain=1230.05 553.401 394.544 254.915 140.903 107.257 101.665 33.7666 33.1842 29.8022 44.2655 29.0557 22.6063 36.1795 21.6176 44.2923 21.2271 20.5481 20.1391 14.2984 11.1626 9.85668 5.61788
threshold=0.13538500000000001 -1.0000000180025095e-35 0.099675000000000014 1.0000000180025095e-35 -0.040504999999999992 0.17000000000000001 -0.091734999999999983 -0.14545999999999995 0.114805 1.0000000180025095e-35 -0.0070899999999999991 -0.10312999999999999 0.08406000000000001 -0.062109999999999992 0.090695000000000012 0.077855000000000021 -0.051674999999999992 0.024560000000000002 0.084050000000000014 0.107145 0.11524500000000001 -1.0000000180025095e-35 -0.050754999999999995
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=1 4 7 6 16 11 8 -3 -4 10 12 -2 19 -14 15 17 -1 -8 -11 -9 21 -20 -22
right_child=5 2 3 -5 -6 -7 14 9 -10 18 -12 -13 13 -15 -16 -17 -18 -19 20 -21 22 -23 -24
leaf_value=0.0035007018292613312 0.0035953747975214973 0.014970250101470843 0.010004275732305626 0.0054574451072247881 0.010255294096714145 0.00012975849172167377 0.0092734490453578334 0.012937030582061256 0.0070071717064854652 0.014552745761306649 0.010352839621326758 0.006548986706291518 0.012864438849610516 0.0096052367790142919 0.013034246854874698 0.012774029650479373 0.0060167314533541693 0.011549273969635404 0.014155452751517876 0.01155166599210704 0.01168176499876817 0.012968228980715729 0.012743461641415163
leaf_weight=57 54 53 62 89 56 53 80 458 58 67 88 54 59 52 71 90 52 54 66 70 74 428 92
leaf_count=57 54 53 62 89 56 53 80 458 58 67 88 54 59 52 71 90 52 54 66 70 74 428 92
internal_value=0 0.0115963 0.0120074 0.00982779 0.00658647 0.00344555 0.010765 0.0127363 0.00855593 0.0126548 0.0122468 0.00507246 0.0125076 0.0113379 0.0116635 0.0112288 0.00470129 0.0101908 0.0130628 0.0127534 0.0129115 0.0131269 0.0122704
internal_weight=0 2176 2011 504 165 161 415 1507 120 1454 727 108 639 111 295 224 109 134 727 528 660 494 166
internal_count=2337 2176 2011 504 165 161 415 1507 120 1454 727 108 639 111 295 224 109 134 727 528 660 494 166
is_linear=0
shrinkage=0.00284535


Tree=317
num_leaves=14
num_cat=0
split_feature=39 3 14 150 4 475 3 3 131 3 4 3 3
split_gain=35.1464 28.2423 42.6208 24.3757 41.994 22.729 21.1607 18.043 12.9355 19.3848 17.4943 5.24361 1.69351
threshold=0.10076500000000001 -0.23303499999999996 -0.31058999999999998 0.094365000000000018 0.0099250000000000015 -0.088274999999999978 -0.11756999999999999 -0.15197999999999998 0.093260000000000023 -0.073949999999999988 0.30163500000000004 -0.083249999999999977 -0.0092099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 11 -4 7 -7 10 -10 -8 -5 -2
right_child=12 2 3 4 -6 6 8 -9 9 -11 -12 -13 -14
leaf_value=0.0051888357147151648 -0.0021513339684207031 -0.0031981289470499998 -0.0010943979173207875 0.00086032415668929336 -0.0036207568492658661 0.0026062333970187585 0.0020942432616085989 0.0069504892534806365 0.0024098693144727016 0.0066031379154985418 -0.00090513947371645236 0.0034294204889695678 -0.0006964184398388295
leaf_weight=90 52 55 69 52 69 72 1452 59 133 52 69 56 57
leaf_count=90 52 55 69 52 69 72 1452 59 133 52 69 56 57
internal_value=0 0.00199404 0.00185952 0.00199309 -7.30143e-05 0.002185 0.00230821 0.00456328 0.00213501 0.00358885 0.00195814 0.00219302 -0.00139108
internal_weight=0 2228 2138 2083 177 1906 1837 131 1706 185 1521 108 109
internal_count=2337 2228 2138 2083 177 1906 1837 131 1706 185 1521 108 109
is_linear=0
shrinkage=0.00582125


Tree=318
num_leaves=23
num_cat=0
split_feature=1 3 39 1 4 3 3 12 11 13 3 3 4 1 4 42 12 13 4 4 4 12
split_gain=1535.35 413.238 163.817 135.616 124.899 65.6687 89.9363 64.2474 94.7998 61.8287 51.2281 51.489 41.7262 27.7342 34.0495 22.5009 17.5246 13.4922 9.03169 6.46686 3.9734 5.03423
threshold=0.10508500000000001 -0.06340999999999998 0.081875000000000017 0.15022500000000003 0.36766000000000004 0.09037000000000002 0.30112000000000005 0.093270000000000006 1.0000000180025095e-35 -0.009244999999999998 -0.11128999999999999 0.091170000000000015 0.053255000000000004 0.080270000000000022 -0.081214999999999996 0.09087000000000002 0.086315000000000017 -1.0000000180025095e-35 0.0063250000000000008 -0.079764999999999989 -0.0072499999999999995 0.10411000000000002
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 4 7 5 15 9 -7 8 10 -3 -1 16 13 14 -9 -2 17 -12 -18 -15 21 -16
right_child=1 3 -4 -5 -6 6 -8 12 -10 -11 11 -13 -14 19 20 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0080026693441053939 0.011139059465241595 0.0040876985677033859 0.0069390754752676163 -0.000589229635605684 0.0051539247491948475 0.0073716533291081241 0.0031452637902147085 0.0075338885141913439 0.013837712485144761 0.00049869531115221484 0.011061400204361733 0.0086349078364602195 0.0077425672732159244 0.011727841462353358 0.009816442495346472 0.0087662213299879964 0.010697260867345732 0.012299423379861257 0.0097079234437606864 0.010480495529062885 0.0093106195843764717 0.010807567737201261
leaf_weight=52 62 100 100 52 55 76 68 52 68 52 373 79 72 52 114 53 523 76 76 71 56 55
leaf_count=52 62 100 100 52 55 76 68 52 68 52 373 79 72 52 114 53 523 76 76 71 56 55
internal_value=0 0.00505217 0.010261 0.00338575 0.00846326 0.00408416 0.00537606 0.0104542 0.0107719 0.00286007 0.0105951 0.0107146 0.00961493 0.00995188 0.00948279 0.0100457 0.0108714 0.011271 0.0105718 0.0110081 0.00993308 0.0101392
internal_weight=0 518 1819 348 170 296 144 1719 1247 152 1179 1127 472 400 277 115 1048 449 599 123 225 169
internal_count=2337 518 1819 348 170 296 144 1719 1247 152 1179 1127 472 400 277 115 1048 449 599 123 225 169
is_linear=0
shrinkage=0.00266918


Tree=319
num_leaves=24
num_cat=0
split_feature=1 3 124 4 4 159 1 15 3 47 3 3 4 15 16 133 3 16 0 52 4 3 15
split_gain=2364.69 468.702 185.485 150.358 146.859 105.333 92.2576 68.5646 78.5122 64.6514 52.0273 56.2772 33.1392 31.7338 24.6038 19.3231 14.9356 16.7731 12.481 12.3099 9.40319 6.63827 2.01609
threshold=0.10508500000000001 -0.06340999999999998 -0.043384999999999993 0.36766000000000004 0.41488500000000006 0.083310000000000009 0.12958500000000003 0.029300000000000003 -0.14070999999999997 0.078345000000000012 -0.12077499999999998 0.086245000000000016 0.018150000000000003 0.11469500000000001 -0.11010999999999999 0.11269500000000002 -0.091869999999999993 0.11346000000000002 -0.084114999999999981 -0.091784999999999992 -0.082249999999999976 -0.078584999999999988 0.091305000000000011
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 3 -1 19 5 9 -6 10 -9 -3 -4 12 16 15 -14 18 -12 -18 20 -2 -10 -20 -17
right_child=1 4 7 -5 6 -7 -8 8 13 -11 11 -13 14 -15 -16 22 17 -19 21 -21 -22 -23 -24
leaf_value=0.0058534681511136308 0.0099095446121852167 0.0020663896876353983 0.007754060050051058 0.0027345568364321787 0.0015739956567971886 -0.0013907189349293928 -0.0035160914500285503 0.014611102720291428 0.012525024888189545 0.0062057029585353592 0.0093836155791326807 0.0078364509148474808 0.010478940397558855 0.0091993085587408312 0.0080729219821856994 0.010461693944499965 0.011205164615225213 0.0096868041821646725 0.010647405719966734 0.0078888495605595726 0.01127100938293831 0.011820657254639507 0.0097704439681261038
leaf_weight=89 59 91 102 55 53 52 93 55 111 59 67 93 74 102 89 87 396 84 214 56 118 59 79
leaf_count=89 59 91 102 55 53 52 93 55 111 59 67 93 74 102 89 87 396 84 214 56 118 59 79
internal_value=0 0.00273209 0.0101896 0.00692297 0.000684729 0.00238545 -0.00166809 0.0104127 0.0110551 0.00369474 0.00982704 0.0100903 0.0103855 0.010801 0.00916543 0.0110455 0.010749 0.0109395 0.0113472 0.00892584 0.011879 0.0109011 0.0101329
internal_weight=0 518 1819 170 348 202 146 1730 825 150 905 803 710 770 163 668 547 480 502 115 229 273 166
internal_count=2337 518 1819 170 348 202 146 1730 825 150 905 803 710 770 163 668 547 480 502 115 229 273 166
is_linear=0
shrinkage=0.00307932


Tree=320
num_leaves=21
num_cat=0
split_feature=1 3 2 3 2 14 3 13 3 2 13 13 1456 3 3 42 3 42 2 3
split_gain=2071.96 330.733 298.043 142.351 138.264 104.11 89.8216 86.4551 76.5844 68.6727 43.415 35.3327 34.4391 32.264 32.7457 26.1585 26.0384 45.485 23.8989 18.2895
threshold=0.10752500000000002 -0.052614999999999995 0.099675000000000014 0.31534000000000006 0.10774000000000002 0.062655000000000016 0.077930000000000013 -0.011494999999999998 -0.020854999999999995 -1.0000000180025095e-35 -0.0044799999999999987 -0.018704999999999996 0.056325000000000007 0.091170000000000015 -0.12077499999999998 0.08426500000000002 -0.23746499999999995 -0.062334999999999995 0.090115000000000015 -0.077584999999999987
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 4 5 6 -2 9 7 -3 11 -1 -10 19 13 14 -11 -14 -13 -18 -16 -4
right_child=1 3 8 -5 -6 -7 -8 -9 10 12 -12 16 15 -15 18 -17 17 -19 -20 -21
leaf_value=0.0080805398867154505 0.0093613733738667458 0.0049730123323186879 0.010722889387838542 0.0015169743565961323 0.0051857416844506062 0.013127559814616224 0.0062854299521376677 0.0016787797083910685 0.0059087611115647637 0.0088160320799415548 0.0083421113336646403 0.0096420729244415717 0.012485495080126304 0.0087872254396819376 0.010623082577941798 0.010672021880522048 0.0090371844693568296 0.0065405089957843547 0.0099539678490865625 0.0092152644137466922
leaf_weight=53 84 85 55 72 52 56 93 52 58 52 61 52 53 54 846 83 67 53 292 81
leaf_count=53 84 85 55 72 52 56 93 52 58 52 61 52 53 54 846 83 67 53 292 81
internal_value=0 0.00515957 0.01001 0.00398621 0.00776497 0.010435 0.00475909 0.0037228 0.00852793 0.0103298 0.00715629 0.00905782 0.0104161 0.0103108 0.01038 0.0113789 0.00845098 0.00793467 0.0104514 0.00982512
internal_weight=0 438 1916 302 136 1489 230 137 427 1433 119 308 1380 1244 1190 136 172 120 1138 136
internal_count=2354 438 1916 302 136 1489 230 137 427 1433 119 308 1380 1244 1190 136 172 120 1138 136
is_linear=0
shrinkage=0.00201192


Tree=321
num_leaves=25
num_cat=0
split_feature=4 12 10 12 4 4 42 49 12 11 49 4 124 43 43 4 4 4 42 12 52 1454 43 51
split_gain=1952.42 676.853 214.454 153.525 131.201 191.26 92.3056 68.2075 53.8441 52.9187 40.4393 40.2439 40.1677 26.8193 32.1971 23.5925 21.588 19.1621 17.9468 11.4234 8.92704 7.39969 7.35868 3.23361
threshold=0.30163500000000004 0.077755000000000005 -1.0000000180025095e-35 0.093270000000000006 -0.062109999999999992 -0.0058549999999999991 0.12314500000000002 -0.0087399999999999995 -0.042789999999999988 1.0000000180025095e-35 0.091325000000000003 0.036620000000000007 -0.013479999999999999 0.0035900000000000007 0.092445000000000013 0.42098500000000005 0.005935000000000001 -0.46376499999999993 -0.079234999999999986 0.09159500000000001 -0.41304999999999997 0.081720000000000015 -0.0084099999999999991 -0.17083999999999996
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 2 -1 9 17 -6 11 -7 12 13 -9 18 -2 16 -15 -10 19 -4 -5 21 -20 -3 -22 -13
right_child=8 3 4 6 5 7 -8 10 15 -11 -12 23 -14 14 -16 -17 -18 -19 20 -21 22 -23 -24 -25
leaf_value=0.0024709864753701821 0.0023457845368267103 0.011272838722734612 0.010874248421294738 0.011027601978518027 0.0032059617048556719 0.0060560743587499402 0.0061323993532083057 0.010787398806992627 0.0043632065751059764 0.013074097698213084 0.0076735940580338214 0.0088102963021143826 -0.0007542621845922575 0.0087916687625673694 0.011215638266720084 0.0022870986173587821 0.0097797439937232604 0.0088259228305403361 0.0106444243065838 0.010241477710605526 0.0099834792447888003 0.010305070746974608 0.0091232094721197497 0.0079810813793360653
leaf_weight=61 54 653 54 90 76 70 52 54 62 69 52 59 52 85 59 79 89 63 58 90 125 55 130 63
leaf_count=61 54 653 54 90 76 70 52 54 62 69 52 59 52 85 59 79 89 63 58 90 125 55 130 63
internal_value=0 0.0096631 0.00684479 0.0103857 0.00756776 0.00654447 0.00933358 0.00798594 0.00218088 0.0109376 0.00926013 0.0096506 0.000824753 0.0107946 0.00978501 0.00320019 0.0109585 0.00977153 0.0100345 0.0110899 0.00974883 0.0111977 0.00954502 0.00838232
internal_weight=0 2107 430 1677 369 252 577 176 247 1100 106 525 106 1031 144 141 887 117 403 798 313 708 255 122
internal_count=2354 2107 430 1677 369 252 577 176 247 1100 106 525 106 1031 144 141 887 117 403 798 313 708 255 122
is_linear=0
shrinkage=0.00251775


Tree=322
num_leaves=26
num_cat=0
split_feature=1 52 1 124 12 2 52 2 4 2 12 2 12 51 52 16 13 1446 4 160 159 12 2 130 2
split_gain=3530.92 605.096 396.249 356.208 295.141 190.804 98.9578 63.0214 59.3718 56.4196 55.47 50.793 36.9498 36.5981 60.8448 26.1648 23.4663 15.2026 15.1452 14.9924 14.2516 22.7591 8.56484 5.46015 4.68101
threshold=0.10384000000000002 -0.41304999999999997 0.13630500000000004 -0.076779999999999987 0.088105000000000003 0.099675000000000014 -0.046924999999999988 0.11543000000000002 -0.082184999999999994 0.15630500000000003 0.077755000000000005 0.12131500000000002 0.086700000000000013 -1.0000000180025095e-35 0.026115000000000003 -0.067914999999999989 -0.08533499999999998 0.037915000000000011 -0.0044049999999999992 -0.007559999999999999 -0.020314999999999996 0.083825000000000024 0.084275000000000003 0.086345000000000019 0.080060000000000006
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 4 -1 6 8 -3 -8 16 -4 -10 13 20 -7 -15 -16 -5 18 -14 -18 -12 -22 24 -24 -21
right_child=1 2 9 5 -6 11 7 -9 10 -11 12 -13 17 14 15 -17 19 -19 -20 22 21 -23 23 -25 -26
leaf_value=0.0068760221286155885 0.012866799185601057 0.0016565060690178152 0.0013666510012736673 0.015312993901817598 0.0090229847291494469 0.012881553975987139 0.006770531959509659 0.0032995080168339154 0.010678475236795154 -0.0020924042694537752 0.014828446790794866 0.0088434156689911961 0.012626202843743132 0.0090457410926430976 0.013255214648683207 0.010694587527235433 0.012500981544498788 0.013854119070097584 0.011636889328741042 0.013865659740740714 0.011875851166273311 0.01377230453079327 0.013799976591626276 0.0127961674432614 0.014960338052002361
leaf_weight=76 55 96 77 63 99 76 72 69 85 54 54 68 427 81 56 52 69 52 139 52 55 193 125 53 56
leaf_count=76 55 96 77 63 99 76 72 69 85 54 54 68 427 81 56 52 69 52 139 52 55 193 125 53 56
internal_value=0 0.00472696 0.00376824 0.012376 0.0052605 0.012614 0.00368871 0.00507214 0.0130278 -5.90077e-05 0.0126857 0.0108456 0.0128711 0.0113592 0.0107469 0.0120226 0.0138503 0.0125071 0.0123833 0.0135906 0.013616 0.0133518 0.0138534 0.0135012 0.0144335
internal_weight=0 522 467 1832 336 1756 237 141 1423 131 1005 333 920 265 189 108 418 618 566 355 302 248 286 178 108
internal_count=2354 522 467 1832 336 1756 237 141 1423 131 1005 333 920 265 189 108 418 618 566 355 302 248 286 178 108
is_linear=0
shrinkage=0.00259448


Tree=323
num_leaves=19
num_cat=0
split_feature=1 3 123 10 3 14 4 47 0 0 4 12 4 1 0 13 3 16
split_gain=2107.41 347.291 285.877 149.866 105.441 88.2948 73.3639 71.9165 68.7118 71.3068 63.9082 96.3046 52.648 44.8202 23.0952 19.6566 16.3752 14.3075
threshold=0.10752500000000002 -0.06340999999999998 1.0000000180025095e-35 -0.013164999999999998 0.10323000000000002 0.062655000000000016 0.26171000000000005 0.10019500000000002 -0.076859999999999984 -0.13314999999999996 -0.49269499999999994 0.088465000000000002 0.049545000000000006 0.12007000000000002 -0.085669999999999982 -0.074219999999999994 -0.067094999999999988 -0.123625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 -3 5 8 -2 13 9 -1 -10 -12 14 -5 -11 -15 -13 -14
right_child=1 3 -4 7 -6 -7 -8 -9 10 12 11 16 17 15 -16 -17 -18 -19
leaf_value=0.010010808510898831 0.010710367238034105 -0.0023477763511228051 0.0061338065905450949 0.0044464564655515848 0.0082708027064453179 0.016064935588476197 0.0058645473971039057 0.006514512961271317 0.01352891848028966 0.013589729637135934 0.0067199422574298635 0.01161963926923032 0.011797636273996402 0.0025279174865113288 0.012634478214673037 -1.9565069474673654e-05 0.0098367827978614337 0.0096970683930080997
leaf_weight=97 74 52 80 78 65 61 53 60 92 456 54 254 82 67 558 54 64 53
leaf_count=97 74 52 80 78 65 61 53 60 92 456 54 254 82 67 558 54 64 53
internal_value=0 0.00430909 0.0119501 0.00252066 0.0122036 0.0123479 0.00868836 0.00349823 0.0122153 0.0125999 0.0111823 0.0106018 0.0128185 0.00258863 0.0130641 0.00139075 0.0112609 0.0109732
internal_weight=0 438 1916 311 1836 1771 127 259 1710 1246 464 372 1149 199 1014 121 318 135
internal_count=2354 438 1916 311 1836 1771 127 259 1710 1246 464 372 1149 199 1014 121 318 135
is_linear=0
shrinkage=0.0031427


Tree=324
num_leaves=10
num_cat=0
split_feature=3 39 124 376 4 3 3 3 48
split_gain=92.3295 52.5824 29.7764 44.019 19.0913 15.8193 32.1622 16.3737 13.5015
threshold=0.31343500000000007 0.10076500000000001 -0.076779999999999987 0.084195000000000006 0.41181500000000004 0.12745000000000004 0.091170000000000015 -0.0041149999999999989 0.082225000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00082018762289219431 -0.001610426479777308 -3.008619756418757e-05 0.0049558609189972224 0.0059023126095525983 0.0021812293223020815 0.0079318227380402936 0.0013393795647205257 0.0075506637004619861 0.0034281264989818087
leaf_weight=81 91 89 1505 54 98 52 90 73 221
leaf_count=81 91 89 1505 54 98 52 90 73 221
internal_value=0 0.00431463 0.00449252 0.00186836 0.00466623 0.00479167 0.0047052 0.00487355 0.00476028
internal_weight=0 2263 2174 135 2039 1941 1889 1799 1726
internal_count=2354 2263 2174 135 2039 1941 1889 1799 1726
is_linear=0
shrinkage=0.00576789


Tree=325
num_leaves=15
num_cat=0
split_feature=1 14 0 0 15 0 0 13 12 41 42 40 12 13
split_gain=86.3727 26.8542 27.8109 39.3335 24.6582 24.3915 23.621 17.9962 33.91 16.8514 13.2785 17.2757 10.2737 8.27909
threshold=0.12072500000000001 0.076175000000000007 -0.13314999999999996 -0.20489499999999997 -0.09547499999999999 0.13830500000000004 -0.023359999999999995 -0.0024349999999999992 -0.081314999999999985 0.075585000000000013 0.11159000000000001 -0.078819999999999987 0.077755000000000005 -0.050149999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 9 7 8 -2 10 11 -4 -13 -12
right_child=6 -3 5 4 -6 -7 -8 -9 -10 -11 13 12 -14 -15
leaf_value=0.0042323157690652528 0.0030878907527382986 0.0065947014295442228 0.006461619429482637 0.0021676320896575124 -0.0022960322046530544 0.00027405350616580519 -0.0024219795755129146 0.0035107604288436892 -0.002119923450952757 0.0064404935198732654 0.00102913610149898 0.0022992981997388964 0.0038058236782673696 0.0035497235986259906
leaf_weight=94 58 72 60 63 65 54 59 62 73 58 77 128 1388 60
leaf_count=94 58 72 60 63 65 54 59 62 73 58 77 128 1388 60
internal_value=0 0.00354199 0.00343459 0.00173494 -9.86484e-05 0.00364131 0.000393093 0.00125394 0.000185412 0.00374395 0.00365262 0.00378464 0.00367866 0.00213344
internal_weight=0 2119 2047 222 128 1825 252 193 131 1771 1713 1576 1516 137
internal_count=2371 2119 2047 222 128 1825 252 193 131 1771 1713 1576 1516 137
is_linear=0
shrinkage=0.00508436


Tree=326
num_leaves=27
num_cat=0
split_feature=3 3 39 10 123 11 3 133 52 0 11 3 3 0 3 52 3 50 42 0 52 52 3 13 133 42
split_gain=1244.76 620.899 322.655 131.565 130.053 127.224 111.91 80.9521 79.4001 73.5565 81.8241 113.944 32.0037 18.9491 38.3816 34.8457 14.2629 9.08773 8.67584 8.68721 8.00647 16.6704 4.06156 3.55264 2.77565 3.44565
threshold=-0.06340999999999998 0.30112000000000005 0.081875000000000017 -1.0000000180025095e-35 0.085740000000000011 0.095165000000000013 0.11745500000000002 -0.013329999999999998 -0.085254999999999984 -0.075914999999999996 1.0000000180025095e-35 -0.10919499999999999 -0.0020049999999999994 -0.094314999999999996 -0.12595999999999999 1.0000000180025095e-35 -0.075194999999999998 0.089685000000000015 0.088060000000000013 -0.085669999999999982 -0.51745999999999992 -0.067394999999999983 -0.084794999999999995 0.0032950000000000006 0.09389500000000002 0.090945000000000012
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 6 -4 -5 9 7 -2 -9 13 11 -11 -10 14 -1 -16 18 20 19 22 -13 -22 -15 -21 25 -20
right_child=1 -3 3 4 -6 -7 -8 8 12 10 -12 17 -14 16 15 -17 -18 -19 24 23 21 -23 -24 -25 -26 -27
leaf_value=0.012840392523154389 0.0069869966490594812 -0.00066733933896585883 0.0012003470228630429 0.008739202702140951 0.00350757703519178 0.0069282073187855019 0.0059766473709736267 0.013714111166291161 0.0078942279123839672 0.0060505261607829855 0.013553877785403037 0.011293048455949584 0.01084078928665458 0.013055964908687304 0.0086283190661270107 0.011465242456055727 0.01069297533492445 0.011556470940414029 0.011359548355143727 0.01207423489000764 0.0087094053012436359 0.010570789695382141 0.012289084131231077 0.011390298578237826 0.010970009886444634 0.012298893741625004
leaf_weight=68 56 100 67 90 85 63 71 71 52 64 60 53 98 115 76 84 82 60 95 289 66 136 149 95 66 60
leaf_count=68 56 100 67 90 85 63 71 71 52 64 60 53 98 115 76 84 82 60 95 289 66 136 149 95 66 60
internal_value=0 0.00631996 0.0075043 0.00481471 0.00619831 0.0111575 0.00937455 0.0102454 0.0110709 0.0113222 0.010262 0.00974072 0.00981953 0.0117169 0.01093 0.0101179 0.0119056 0.0104904 0.01202 0.0121977 0.0102394 0.00996278 0.0126233 0.0119051 0.0114985 0.0117234
internal_weight=0 690 590 242 175 1681 348 277 221 1618 439 379 150 1179 228 160 951 315 869 648 255 202 264 384 221 155
internal_count=2371 690 590 242 175 1681 348 277 221 1618 439 379 150 1179 228 160 951 315 869 648 255 202 264 384 221 155
is_linear=0
shrinkage=0.0030326


Tree=327
num_leaves=23
num_cat=0
split_feature=1 49 1 12 3 40 3 48 4 4 484 3 12 16 4 3 4 15 15 15 15 1
split_gain=75.2521 30.8796 35.5863 30.2779 42.8199 36.083 20.0412 18.3677 37.4731 14.9307 14.8139 14.754 14.2282 14.899 24.182 10.9375 8.01658 7.25897 21.2716 3.89878 3.25545 1.23384
threshold=0.12072500000000001 -0.089819999999999983 0.089625000000000024 0.088835000000000011 -0.0047649999999999993 -0.078554999999999986 0.11745500000000002 0.087730000000000016 0.50373500000000015 -0.012224999999999998 0.091180000000000011 -0.14443999999999999 0.095175000000000023 -0.15796999999999997 0.036620000000000007 -0.14265999999999998 0.0049200000000000008 -0.069404999999999981 0.054100000000000002 0.096385000000000012 -0.064999999999999988 0.093170000000000017
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 9 10 4 5 -4 -6 8 -2 -1 11 -3 13 -13 -15 -5 19 -14 -19 21 -12 -17
right_child=7 2 3 15 6 -7 -8 -9 -10 -11 20 12 17 14 -16 16 -18 18 -20 -21 -22 -23
leaf_value=0.0088864955103927761 0.0039424002732736056 0.0062577592642193069 0.0022516716121696867 0.0056634055124207567 0.0045799742008849681 -0.0039409245633224765 0.00027345198690155068 -0.0021506153422936594 -0.0012138973249716184 0.0047503924691934662 0.0051172497870444261 0.0067809941257235794 0.0040354542878305423 0.0041208438400646297 0.0002638289450345379 0.0036462711114836929 0.0011141080238126998 -0.00053795386454991493 0.0033944916306763058 0.0024949081001997982 0.0071514596006396793 0.004852390358468418
leaf_weight=52 92 81 52 68 100 76 55 67 93 64 52 62 81 840 57 54 54 70 127 63 52 59
leaf_count=52 92 81 52 68 100 76 55 67 93 64 52 62 81 840 57 54 54 70 127 63 52 59
internal_value=0 0.00373074 0.00356425 0.0023694 0.00102712 -0.0014247 0.00305225 0.000419027 0.00134999 0.00660504 0.00405239 0.00388802 0.0037328 0.0040637 0.00387582 0.00364392 0.00304658 0.00259106 0.00199687 0.00363915 0.00613494 0.00427656
internal_weight=0 2119 2003 581 283 128 155 252 185 116 1422 1318 1237 959 897 298 230 278 197 176 104 113
internal_count=2371 2119 2003 581 283 128 155 252 185 116 1422 1318 1237 959 897 298 230 278 197 176 104 113
is_linear=0
shrinkage=0.00572871


Tree=328
num_leaves=23
num_cat=0
split_feature=3 2 2 2 2 51 14 2 13 0 15 0 39 3 11 3 13 15 2 15 49 0
split_gain=2148.87 646.697 600.672 449.8 215.052 126.403 125.552 103.464 97.995 89.8933 90.402 75.2353 72.683 53.9469 49.0884 36.6332 35.3768 12.6106 12.0688 7.73944 6.35529 4.74382
threshold=-0.052614999999999995 0.10859000000000001 -1.0000000180025095e-35 0.12051500000000002 0.15355500000000002 -0.09193999999999998 0.054835000000000009 0.098215000000000011 -0.055129999999999992 -0.07581499999999998 -0.07879499999999999 -0.10891999999999999 0.087735000000000021 0.088465000000000002 1.0000000180025095e-35 -0.076099999999999987 0.021935000000000003 -0.048699999999999993 0.087855000000000003 0.087720000000000006 0.093160000000000007 -0.082454999999999987
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 12 6 8 -4 9 13 -3 11 -11 -1 -2 -7 16 18 17 -12 19 -13 -20 -17
right_child=1 4 5 -5 -6 7 -8 -9 -10 10 14 15 -14 -15 -16 21 -18 -19 20 -21 -22 -23
leaf_value=0.0090122083428165588 0.0052852217524890438 0.0028752309136058766 0.012231797877009253 0.0058165382404729389 -3.2449689339640946e-05 0.011080904088607615 0.014383616535379793 0.0065336770160487655 0.0060359870933910436 0.0072459395058406999 0.0096214588127724546 0.01182116395553722 0.0016353047465048121 0.0081580809203610216 0.012078505622502676 0.0098668087096046887 0.0083412342251627473 0.010703097266686815 0.011302797007900909 0.011251462046895427 0.010490042312270846 0.010727202620052992
leaf_weight=73 53 95 69 88 71 78 53 70 101 52 80 491 56 53 70 73 53 168 244 160 61 59
leaf_count=73 53 95 69 88 71 78 53 70 101 52 80 491 56 53 70 73 53 168 244 160 61 59
internal_value=0 0.0059603 0.00783603 0.0107362 0.00329767 0.00962264 0.0110007 0.00872684 0.00450411 0.0108875 0.0100054 0.0112088 0.00341025 0.00989857 0.0103922 0.0113562 0.0099999 0.0103543 0.0115087 0.0116812 0.0111403 0.0102516
internal_weight=0 646 379 1725 267 270 1637 201 196 1584 423 1161 109 131 371 1088 301 248 956 651 305 132
internal_count=2371 646 379 1725 267 270 1637 201 196 1584 423 1161 109 131 371 1088 301 248 956 651 305 132
is_linear=0
shrinkage=0.00223351


Tree=329
num_leaves=15
num_cat=0
split_feature=4 3 12 12 11 11 0 4 3 0 4 16 52 3
split_gain=1378.45 496.637 299.102 90.6823 84.7376 111.358 80.3221 68.0642 48.2149 46.5582 33.3156 33.0857 55.0254 37.2452
threshold=0.30163500000000004 0.30112000000000005 -0.007389999999999999 0.13071000000000002 1.0000000180025095e-35 0.085630000000000026 -0.13314999999999996 -0.0030749999999999996 -0.11197999999999998 -0.23046999999999998 0.029980000000000003 -0.54057999999999995 0.055990000000000005 -0.012769999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -6 9 -1 -8 -4 -10 -2 13 -13
right_child=11 -3 3 -5 5 -7 8 -9 10 -11 -12 12 -14 -15
leaf_value=0.0052662052253475439 0.0049511112414968072 0.0017034806557854204 0.0099694561832215887 0.0068386497459203477 0.015171463572921555 0.010185996750682113 0.0083479479614016125 0.0084640706718254501 0.010683050703518739 0.0065505104413791267 0.0095017092822605054 0.0032162287848130533 0.0048543562637719129 0.00042860068424821349
leaf_weight=101 54 54 53 53 61 70 78 93 1293 64 201 63 55 78
leaf_count=101 54 54 53 53 61 70 78 93 1293 64 201 63 55 78
internal_value=0 0.00977559 0.00998646 0.0103166 0.0104178 0.0125077 0.0102557 0.00679935 0.0104162 0.00809951 0.0105241 0.00308196 0.00256684 0.00167434
internal_weight=0 2121 2067 1873 1820 131 1689 194 1572 117 1494 250 196 141
internal_count=2371 2121 2067 1873 1820 131 1689 194 1572 117 1494 250 196 141
is_linear=0
shrinkage=0.00269606


Tree=330
num_leaves=22
num_cat=0
split_feature=1 52 52 1 2 3 47 1 1 14 3 3 40 3 51 51 4 2 4 4 52
split_gain=829.131 243.304 117.986 83.7161 69.1227 59.7653 56.5641 52.206 49.0288 40.7604 45.9683 37.285 27.6181 25.4911 15.8624 18.4456 15.8493 10.1678 8.62539 8.55671 1.2767
threshold=0.10312500000000001 -0.41304999999999997 0.16288000000000002 0.14787500000000001 0.099675000000000014 -0.12077499999999998 0.078345000000000012 0.11224000000000002 0.12765500000000005 0.062655000000000016 -0.12077499999999998 -0.10175499999999998 -0.013874999999999998 -0.017449999999999997 0.0089800000000000019 0.092600000000000016 0.018150000000000003 0.092365000000000017 -0.039459999999999995 -0.085574999999999984 0.024560000000000002
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=4 -2 3 5 9 -3 7 -7 -9 10 -1 -6 -12 16 17 -16 18 19 -13 -14 -19
right_child=1 2 -4 -5 11 6 -8 8 -10 -11 12 13 14 -15 15 -17 -18 20 -20 -21 -22
leaf_value=0.0070918034912610698 0.010355259429713465 0.0068694337851077578 0.0085771387945400134 0.00025411786695447104 0.0056508943453083878 0.00082572532603247459 0.0058699094379457894 0.0057670028773131104 0.0023392575763827102 0.011932663610885661 0.007384938686238152 0.0089841594348067204 0.010562025167886228 0.0069689836902447014 0.0073412951654738268 0.0095313190373325172 0.0080458878595488746 0.0086946901538446694 0.010589328622344319 0.0097776178233862122 0.0092867601745767955
leaf_weight=74 69 66 52 57 52 76 81 72 85 64 52 72 157 80 56 101 97 61 56 787 86
leaf_count=74 69 66 52 57 52 76 81 72 85 64 52 72 157 80 56 101 97 61 56 787 86
internal_value=0 0.00498369 0.00422567 0.0037078 0.00924827 0.00422577 0.00366999 0.00290507 0.00391143 0.00954715 0.00943601 0.00804428 0.00956942 0.00845223 0.00966042 0.00875037 0.00897946 0.00979135 0.00968668 0.00990811 0.00904129
internal_weight=0 558 489 437 1795 380 314 233 157 1438 1374 357 1300 305 1248 157 225 1091 128 944 147
internal_count=2353 558 489 437 1795 380 314 233 157 1438 1374 357 1300 305 1248 157 225 1091 128 944 147
is_linear=0
shrinkage=0.00305554


Tree=331
num_leaves=22
num_cat=0
split_feature=1 52 15 15 3 15 52 14 51 51 4 4 51 16 133 50 16 1 3 159 4
split_gain=74.8431 40.4405 34.7549 29.9977 21.3744 56.0823 19.0507 19.1617 10.1138 15.4612 14.7409 17.7058 10.3171 9.85929 9.71753 9.57347 9.0813 8.76114 6.76884 5.40746 2.60987
threshold=0.10141500000000002 -0.41304999999999997 -0.025694999999999999 -0.077559999999999976 -0.12077499999999998 0.03981500000000001 -0.080064999999999983 -1.0000000180025095e-35 0.0089800000000000019 0.089530000000000012 0.043850000000000007 -0.0049999999999999984 -0.10830999999999999 -0.011859999999999997 0.086100000000000024 0.096900000000000014 -0.019164999999999998 0.12765500000000005 -0.074694999999999998 0.085035000000000013 0.10597500000000001
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=4 -2 3 6 5 -1 -3 -8 10 -10 11 12 -6 16 -15 -11 -14 -9 -13 20 -12
right_child=1 2 -4 -5 8 -7 7 17 9 15 19 18 13 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00039052168621082981 0.0060855076794504555 -0.0013381230088895357 -0.00161211961803411 0.0053076798885913117 0.0069518030900830065 0.0067498853142147607 0.0047947965930171185 0.0024027148981414876 0.00085370240185887183 0.0059239129024975029 0.0035810085911294311 0.0061941920713931391 0.0049873050352030237 0.0028990470308223725 0.0049870174859839179 0.0030929852838088969 0.0075509914577325922 -0.00012319877981748617 0.0087944632418194869 0.0050685180459169631 0.0020038255275996427
leaf_weight=93 79 66 96 90 82 64 71 101 53 82 92 100 581 158 150 83 52 89 53 58 60
leaf_count=93 79 66 96 90 82 64 71 101 53 82 92 100 581 158 150 83 52 89 53 58 60
internal_value=0 0.00217484 0.00157249 0.00230579 0.00458817 0.00251982 0.00147939 0.00219211 0.00479058 0.00361399 0.00497559 0.00523157 0.00495276 0.0047785 0.00391612 0.00450025 0.00519801 0.00121919 0.00709535 0.00354182 0.00295885
internal_weight=0 592 513 417 1761 157 327 261 1604 218 1386 1176 1023 941 308 165 633 190 153 210 152
internal_count=2353 592 513 417 1761 157 327 261 1604 218 1386 1176 1023 941 308 165 633 190 153 210 152
is_linear=0
shrinkage=0.0058712


Tree=332
num_leaves=18
num_cat=0
split_feature=4 2 123 3 2 2 0 43 3 151 124 3 2 15 15 3 3
split_gain=1799.25 639.444 426.818 256.283 107.553 105.199 74.3584 72.9063 62.7364 53.335 45.4106 33.2966 52.904 27.7483 39.1264 14.209 10.1134
threshold=0.30163500000000004 0.14234000000000005 0.081180000000000016 0.11745500000000002 0.13752500000000004 0.089885000000000007 -0.071104999999999988 -0.072864999999999985 -0.13088999999999998 -0.029339999999999995 -0.083859999999999976 -0.11756999999999999 0.10686000000000002 0.029300000000000003 -0.10245999999999998 -0.023394999999999996 -0.068864999999999996
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 6 8 -8 -1 -7 -4 -2 -13 14 -11 -10 -15
right_child=4 -3 10 -5 -6 9 7 -9 15 13 -12 12 -14 16 -16 -17 -18
leaf_value=0.013663473795077982 0.0059292802445703313 0.0034570220260650205 0.0044763517765328198 0.0059062383538560966 0.0011865386967265393 0.0081481621696297621 0.0074352927021078905 0.010996480128316635 0.011108333616333576 0.011663256903249195 0.0074139232699989774 0.002183668400896377 0.0051577696719091303 0.010589225657823503 0.0095836782572930636 0.012223369747727978 0.011745195263775108
leaf_weight=57 60 75 57 61 70 74 54 69 893 55 54 56 72 167 361 65 53
leaf_count=57 60 75 57 61 70 74 54 69 893 55 54 56 72 167 361 65 53
internal_value=0 0.0100352 0.0102794 0.0105337 0.00361447 0.0106865 0.011119 0.00943323 0.0113233 0.00999316 0.00590566 0.00451835 0.00385679 0.0102078 0.00985868 0.011184 0.0108678
internal_weight=0 2095 2020 1909 258 1848 1138 123 1015 710 111 188 128 636 416 958 220
internal_count=2353 2095 2020 1909 258 1848 1138 123 1015 710 111 188 128 636 416 958 220
is_linear=0
shrinkage=0.00229414


Tree=333
num_leaves=24
num_cat=0
split_feature=4 3 3 43 0 11 43 43 13 4 3 0 13 4 3 4 13 3 3 4 16 43 16
split_gain=2976.34 960.045 323.566 404.071 128.191 97.5574 96.9409 90.7816 78.7419 76.8801 112.025 72.8847 59.5965 50.8628 44.5934 43.7483 41.4565 36.1401 19.9181 19.8728 13.6961 7.35531 6.78578
threshold=0.30163500000000004 -0.06340999999999998 0.20828500000000003 -0.035884999999999993 -0.074204999999999979 1.0000000180025095e-35 -0.090809999999999988 -0.084059999999999982 -0.0074049999999999993 -0.14538499999999996 0.092330000000000009 -0.10891999999999999 -0.026084999999999997 0.0063250000000000008 -0.0072299999999999994 -0.46376499999999993 -0.0030199999999999997 -0.0053599999999999993 -0.076099999999999987 -0.0015099999999999998 0.0086100000000000013 0.024635000000000004 -0.50393499999999991
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=1 4 3 6 5 11 -3 -6 14 -5 17 -1 -8 18 -2 -9 19 -11 20 21 -13 -17 -10
right_child=8 2 -4 9 7 -7 12 15 22 10 -12 13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.032461337897252571 0.025065764654867109 0.0313114953093451 0.024774400017546303 0.036187399566968217 0.031454936612647387 0.039033569292881175 0.029113470805277788 0.036905285493456216 0.025552072377428327 0.032889469197995756 0.029708299261524965 0.036224467337898088 0.02506020763589548 0.033794918678301651 0.021987171815192344 0.035731440108908163 0.032023785154709883 0.035740822335390922 0.034719164846766029 0.033316767283921397 0.035085518872028126 0.034448338801316224 0.026967241631380832
leaf_weight=52 58 60 56 79 82 69 52 57 53 68 57 810 59 88 94 101 52 68 87 53 91 54 53
leaf_count=52 58 60 56 79 82 69 52 57 53 68 57 810 59 88 94 101 52 68 87 53 91 54 53
internal_value=0 0.034354 0.0310175 0.0318067 0.0353971 0.0358484 0.0284866 0.034043 0.024435 0.0338938 0.0329549 0.0356536 0.0269593 0.0358078 0.0231621 0.0347124 0.0342315 0.0343154 0.0359871 0.0347833 0.0361095 0.0352846 0.0262599
internal_weight=0 2095 499 443 1596 1197 171 399 258 272 193 1128 111 1076 152 317 260 136 988 208 901 155 106
internal_count=2353 2095 499 443 1596 1197 171 399 258 272 193 1128 111 1076 152 317 260 136 988 208 901 155 106
is_linear=0
shrinkage=0.00275549


Tree=334
num_leaves=22
num_cat=0
split_feature=2 97 1 43 13 12 0 15 43 0 151 0 43 0 0 1 13 43 13 42 42
split_gain=90.059 54.7886 45.565 56.4118 47.8583 46.2926 24.179 22.8214 19.3424 15.3777 13.8975 15.4628 34.9354 15.2466 14.5277 13.0243 10.9604 9.39553 8.85705 7.00794 6.76082
threshold=0.099675000000000014 -1.0000000180025095e-35 0.081315000000000012 -1.0000000180025095e-35 -0.0074049999999999993 -0.029844999999999997 -0.21196999999999996 -0.097499999999999989 -0.073404999999999984 -0.14216999999999999 0.0031850000000000003 -0.068214999999999984 -0.081374999999999989 -0.10653 0.033830000000000006 0.084525000000000003 0.085880000000000012 -0.20207499999999998 0.0049200000000000008 -0.0015249999999999999 0.081685000000000021
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 -1 8 5 7 -4 -6 -5 20 15 11 13 -13 -11 -14 -3 -8 -15 -19 -10 -2
right_child=2 9 3 4 6 -7 16 -9 19 10 -12 12 14 17 -16 -17 -18 18 -20 -21 -22
leaf_value=0.00020087009650473163 0.0058213776333466355 0.010352601966527977 0.0020678817687186258 0.0035792899000385119 0.0024899772150371391 -0.0051650737455604312 0.00899676101371376 -0.0020712449982739508 0.0057251246206764172 0.0035022245863457297 0.009227066376674288 0.00074460964837764598 0.0047596992844288095 0.0088974131661419542 0.0087331183525456799 0.0065691312517819934 0.0053392430968775368 0.0066534600693855632 0.0044784433256904489 0.0031287188163262127 0.0086609979072961099
leaf_weight=52 56 68 84 53 52 53 70 52 65 60 59 59 88 64 55 66 53 1008 74 93 69
leaf_count=52 56 68 84 53 52 53 70 52 65 60 59 59 88 64 55 66 53 1008 74 93 69
internal_value=0 0.00632414 0.0037304 0.00245638 0.00401557 -0.000729797 0.00595635 0.000780314 0.00560744 0.00652298 0.0063433 0.00622241 0.00466949 0.00648247 0.00628839 0.00848958 0.00742128 0.00663844 0.00650477 0.00419727 0.00738937
internal_weight=0 1653 700 417 280 137 175 105 283 1601 1467 1408 202 1206 143 134 123 1146 1082 158 125
internal_count=2353 1653 700 417 280 137 175 105 283 1601 1467 1408 202 1206 143 134 123 1146 1082 158 125
is_linear=0
shrinkage=0.00606023


Tree=335
num_leaves=25
num_cat=0
split_feature=1 52 1 14 123 2 2 10 4 1 3 49 16 2 4 4 12 2 1 52 16 50 16 2
split_gain=2416.35 493.275 334.419 203.591 180.83 155.672 113.229 96.3984 45.6521 37.7376 37.0417 47.6879 30.3965 30.0409 24.7004 24.6684 23.2134 15.905 24.4287 15.4197 14.5924 12.901 32.0102 7.78033
threshold=0.104035 -0.41304999999999997 0.12394500000000001 0.062655000000000016 1.0000000180025095e-35 1.0000000180025095e-35 0.092365000000000017 -0.0069899999999999988 0.50779500000000011 0.089875000000000024 -0.10237999999999998 0.12158500000000001 -0.070064999999999975 0.13752500000000004 -0.085474999999999982 0.0049200000000000008 0.089175000000000018 0.074875000000000011 0.087930000000000022 0.033770000000000008 -0.10346499999999999 0.085685000000000011 -0.013125 0.084775000000000003
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 5 4 6 -3 9 -4 13 14 -8 15 -7 -9 23 16 -12 18 -16 -17 -19 22 -11 -1
right_child=1 2 7 -5 -6 12 10 8 -10 21 11 -13 -14 -15 17 19 -18 20 -20 -21 -22 -23 -24 -25
leaf_value=0.016640623302248237 0.015228904609675093 0.011557426094566453 -0.00038411762441302265 0.019285134563045227 0.0092120477158746505 0.0075798394119586596 0.011133863738560498 0.0071774555483182676 0.0023460927260667824 0.011395444583809892 0.016068349663620828 0.010716691509487269 0.0048941522832574294 0.003932350912770991 0.012395096034804124 0.012050164184020233 0.013861751201209136 0.016218384878991677 0.01513454386315745 0.013976711622048617 0.014808887606306366 0.014479339872086466 0.01444731001856619 0.015410445824423037
leaf_weight=93 58 87 52 70 68 101 75 52 66 59 55 53 62 52 59 96 210 77 60 63 537 99 67 97
leaf_count=93 58 87 52 70 68 101 75 52 66 59 55 53 62 52 59 96 210 77 60 63 537 99 67 97
internal_value=0 0.0069255 0.00590509 0.0142376 0.0140377 0.00829825 0.0142307 0.00320996 0.00430951 0.0147709 0.0131074 0.0134176 0.00655849 0.00555521 0.0150413 0.0137551 0.0143198 0.0147895 0.0137766 0.0128137 0.0149857 0.0136614 0.0130185 0.0160128
internal_weight=0 530 472 1838 1768 250 1700 222 170 1148 552 477 163 104 923 424 265 733 119 159 614 225 126 190
internal_count=2368 530 472 1838 1768 250 1700 222 170 1148 552 477 163 104 923 424 265 733 119 159 614 225 126 190
is_linear=0
shrinkage=0.00301699


Tree=336
num_leaves=20
num_cat=0
split_feature=4 123 49 51 11 4 49 14 40 12 43 132 12 49 4 12 160 51 4
split_gain=1262.55 303.181 133.218 97.8025 86.3783 58.4041 55.4412 41.654 47.6907 35.251 30.7548 30.943 29.7763 22.1985 21.9441 21.9096 19.7839 23.2554 2.09733
threshold=0.27834500000000006 1.0000000180025095e-35 -0.036809999999999996 0.084705000000000016 1.0000000180025095e-35 -0.15618499999999999 0.13590000000000005 -0.45687499999999998 -0.066419999999999993 -0.040564999999999997 -0.00027999999999999998 0.082230000000000011 -0.08947999999999999 -0.096484999999999987 0.0049200000000000008 0.090465000000000004 -0.091944999999999985 0.0045000000000000014 0.41816000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 6 -6 10 -2 -9 -10 11 14 -3 -1 -4 -13 -12 -18 -11
right_child=7 12 4 -5 5 -7 -8 8 9 18 16 15 -14 -15 -16 -17 17 -19 -20
leaf_value=0.011594082085500872 0.0066701264114940578 0.0082511615148597242 0.012085387829389839 0.0060502097513280935 0.012134976417660912 0.016164038895653352 0.008643238590860922 0.0014542757489590665 0.0026885344836160793 0.0051499467364134856 0.012473181235235175 0.0091059851021133356 0.0054913147036419726 0.0094005520321647929 0.010851332477981888 0.01151063475181811 0.010908925677874669 0.0088666420364750149 0.0059518234460188791
leaf_weight=67 53 59 828 60 68 52 59 52 53 57 56 58 70 87 138 67 380 52 52
leaf_count=67 53 59 828 60 68 52 59 52 53 57 56 58 70 87 138 67 380 52 52
internal_value=0 0.0110012 0.011279 0.00914825 0.0115384 0.0138812 0.0113667 0.00439998 0.00383761 0.00460244 0.0114685 0.0117357 0.00675381 0.0103551 0.0119091 0.0103951 0.0108709 0.0106632 0.00553277
internal_weight=0 2101 1972 214 1758 120 1638 267 214 162 1579 1091 129 154 966 125 488 432 109
internal_count=2368 2101 1972 214 1758 120 1638 267 214 162 1579 1091 129 154 966 125 488 432 109
is_linear=0
shrinkage=0.00285932


Tree=337
num_leaves=16
num_cat=0
split_feature=1 3 47 15 3 14 1447 3 15 13 1 43 40 151 3
split_gain=99.9105 52.2869 40.7575 96.882 30.3171 27.2373 17.8081 16.4539 30.0207 37.4128 17.5041 13.9841 23.6073 17.6262 10.1255
threshold=0.11695500000000002 -0.055389999999999988 0.085505000000000012 -0.40992999999999996 0.11745500000000002 0.023790000000000002 -0.082954999999999987 -0.097574999999999981 0.022565000000000005 -0.0019149999999999998 0.10234000000000001 -0.14265999999999998 -0.079809999999999978 -0.0039699999999999987 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 14 8 9 -8 -11 -9 -13 -14 -1
right_child=1 2 -4 -5 -6 -7 7 11 -10 10 -12 12 13 -15 -16
leaf_value=0.0093350550806735062 0.0057441676034793807 0.0026084557521869551 0.0048137350095379255 -0.0061553073691906091 0.0020224621154008244 0.0089258001673313027 -0.00090918154359999467 0.0081186859193124357 0.0073941706454415859 0.0027934981699566869 0.0068283349196815854 0.0025071760948612775 0.007123265194820678 0.0054287875461132692 0.0062335729273955802
leaf_weight=54 90 103 56 59 69 75 52 65 62 73 57 73 216 1189 75
leaf_count=54 90 103 56 59 69 75 52 65 62 73 57 73 216 1189 75
internal_value=0 0.00224711 0.000803105 -0.000582926 0.00557748 0.00570066 0.00557438 0.00543301 0.00411623 0.00299925 0.00456307 0.0056412 0.0055322 0.00568933 0.00753232
internal_weight=0 308 218 162 2060 1991 1916 1787 244 182 130 1543 1478 1405 129
internal_count=2368 308 218 162 2060 1991 1916 1787 244 182 130 1543 1478 1405 129
is_linear=0
shrinkage=0.00545332


Tree=338
num_leaves=27
num_cat=0
split_feature=1 3 4 2 2 2 1 11 2 15 131 16 16 1 16 16 4 2 2 16 4 16 4 2 4 13
split_gain=2221.85 393.055 181.996 165.616 164.026 113.608 102.192 104.306 77.5051 63.625 66.4607 49.5665 45.1732 123.64 35.6963 31.3655 23.9349 24.8606 17.1785 18.0951 16.4644 9.74648 13.8228 7.41816 5.126 3.99217
threshold=0.104035 -0.052614999999999995 0.40780000000000005 0.099675000000000014 0.14271500000000001 -1.0000000180025095e-35 0.089875000000000024 1.0000000180025095e-35 0.10859000000000001 0.087450000000000014 0.079610000000000014 -0.036039999999999996 0.25761500000000009 0.084795000000000023 -0.052894999999999991 0.26391000000000003 -0.16772499999999999 0.087675000000000017 0.074875000000000011 -0.077229999999999979 -0.0023899999999999993 -0.14483499999999996 0.0049200000000000008 0.084825000000000025 0.053010000000000009 -0.052454999999999995
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=3 2 15 6 5 -3 7 16 -7 10 -8 -10 13 14 24 -2 -1 18 19 -18 -14 -19 -23 -20 -5 -11
right_child=1 4 -4 12 -6 8 9 -9 11 25 -12 -13 20 -15 -16 -17 17 21 23 -21 -22 22 -24 -25 -26 -27
leaf_value=0.015330697010396079 0.0096328259189711937 0.0014475568542864946 0.0046566402427050176 0.012869196554139579 0.00012432184122068899 0.009225261216115636 0.0085004552329096782 0.017204811802844701 0.0064111632622586715 0.012608540615479707 0.012641604068214385 0.0025352920216177915 0.013210700336478717 0.0058163585493807525 0.0092911705083901092 0.012660379186126254 0.013575607133561074 0.013963778354243131 0.014404010801411019 0.011240880164331739 0.011049660222132534 0.012748437055596851 0.011063672984471447 0.013595433378425434 0.011537855223693053 0.013759267369142956
leaf_weight=52 64 66 59 59 93 54 93 68 77 64 60 52 72 52 59 65 79 52 178 52 62 404 52 275 52 53
leaf_count=52 64 66 59 59 93 54 93 68 77 64 60 52 72 52 59 65 79 52 178 52 62 404 52 275 52 53
internal_value=0 0.0055569 0.00911826 0.0126825 0.0035991 0.00489677 0.0131337 0.0135139 0.00614057 0.0114271 0.0101246 0.00484905 0.0108042 0.00995486 0.0112206 0.0111586 0.0132945 0.0131975 0.0136297 0.0126491 0.0122111 0.0127005 0.0125564 0.0139132 0.0122458 0.0131301
internal_weight=0 530 188 1838 342 249 1482 1212 183 270 153 129 356 222 170 129 1144 1092 584 131 134 508 456 453 111 117
internal_count=2368 530 188 1838 342 249 1482 1212 183 270 153 129 356 222 170 129 1144 1092 584 131 134 508 456 453 111 117
is_linear=0
shrinkage=0.00306605


Tree=339
num_leaves=22
num_cat=0
split_feature=2 15 30 4 2 15 0 15 1429 15 16 15 4 15 12 12 0 0 4 402 2
split_gain=111.882 49.968 44.3918 30.7868 24.5291 19.8957 20.4962 44.5164 18.6465 24.1761 20.5399 30.0037 17.2408 17.2217 16.3372 14.4959 10.3629 8.59188 8.63726 6.9911 4.37026
threshold=0.12051500000000002 -0.025694999999999999 0.086430000000000021 0.058330000000000007 0.094835000000000017 -0.10602999999999999 -0.10653 0.079575000000000021 1.0000000180025095e-35 0.029300000000000003 -0.24235499999999996 -0.045404999999999994 -0.0086449999999999982 -0.41971499999999995 0.095490000000000005 0.082530000000000006 -0.014334999999999999 -0.086034999999999986 0.032965000000000001 0.089785000000000018 0.085600000000000023
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=2 3 4 -2 5 15 7 -7 9 10 -6 12 -12 -5 -11 -1 17 18 -8 -19 -17
right_child=1 -3 -4 13 8 6 16 -9 -10 14 11 -13 -14 -15 -16 20 -18 19 -20 -21 -22
leaf_value=0.0090303559132198698 0.0056183552906693673 -0.0029019646367308975 0.00019357661260039152 0.0030846358566225854 0.0051216947668807217 0.00013971916888497459 0.0060015056410649015 0.0062417647354561174 0.0065285099432930826 0.0077162427251122462 0.0056769418610707013 5.1792527555217882e-05 0.0024617165749691843 -0.00017627649266153353 0.0038833367333857226 0.0067677318098181985 0.0072791193896309288 0.0045810090888673011 0.003836197142618427 0.0061239444207393983 0.0047332517820213313
leaf_weight=52 56 57 54 75 88 65 319 57 62 52 62 97 134 91 62 56 56 682 55 84 52
leaf_count=52 56 57 54 75 88 65 319 57 62 52 62 97 134 91 62 56 56 682 55 84 52
internal_value=0 0.00130634 0.00470419 0.00238709 0.00482385 0.00516361 0.00495975 0.00299112 0.00392222 0.00359566 0.00298618 0.00234461 0.00347905 0.0012967 0.00563215 0.00684255 0.00516052 0.0050564 0.00568322 0.00475028 0.00578867
internal_weight=0 279 2089 222 2035 1478 1318 122 557 495 381 293 196 166 114 160 1196 1140 374 766 108
internal_count=2368 279 2089 222 2035 1478 1318 122 557 495 381 293 196 166 114 160 1196 1140 374 766 108
is_linear=0
shrinkage=0.00503927


Tree=340
num_leaves=14
num_cat=0
split_feature=4 2 123 3 15 15 2 0 150 4 0 12 2
split_gain=1079.03 391.793 172.108 110.163 80.7777 73.4897 61.6469 73.9766 58.5719 34.4015 20.5183 13.7272 13.258
threshold=0.30163500000000004 0.14721500000000001 1.0000000180025095e-35 0.11372500000000001 -0.15614499999999998 -0.46319999999999995 0.090000000000000011 -0.13314999999999996 0.082295000000000021 -0.013024999999999998 -0.060199999999999997 -0.08947999999999999 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 10 -8 -7 -9 12 -4 -6
right_child=5 -3 11 -5 6 8 7 9 -10 -11 -12 -13 -14
leaf_value=0.015094029177274752 0.0057130955979977282 0.0025127017617104079 0.0081239285536475591 0.0071264073548778176 0.011832119335012208 0.00070602906927366325 0.0074073541892245454 0.011332343881294348 0.0048374992705142051 0.0097826901123482853 0.0099115593833641845 0.005886111805718095 0.010895486248344728
leaf_weight=53 101 60 55 71 852 98 79 363 55 248 74 58 191
leaf_count=53 101 60 55 71 852 98 79 363 55 248 74 58 191
internal_value=0 0.0105825 0.0108194 0.0110443 0.0111939 0.00359191 0.0110794 0.0103261 0.00219142 0.0107034 0.0115448 0.00697562 0.0116606
internal_weight=0 2104 2044 1931 1860 254 1807 690 153 611 1117 113 1043
internal_count=2358 2104 2044 1931 1860 254 1807 690 153 611 1117 113 1043
is_linear=0
shrinkage=0.00320372


Tree=341
num_leaves=18
num_cat=0
split_feature=4 2 4 0 2 1 48 42 16 0 1 16 16 47 0 16 4
split_gain=96.3314 49.3585 25.9542 33.5227 28.6202 63.2498 42.8392 23.7163 20.6157 14.735 14.3995 9.10034 18.8267 11.6788 8.94249 6.94203 5.2618
threshold=0.30163500000000004 0.14721500000000001 -0.26545999999999997 -0.037794999999999995 0.087675000000000017 0.089910000000000004 0.085775000000000004 0.086700000000000013 0.24579500000000001 -0.14454499999999995 0.11230000000000001 0.014185000000000001 -0.0021749999999999994 0.089360000000000009 -0.13513499999999998 0.11346000000000002 0.51286500000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 9 14 -7 10 -1 -4 -2 12 -11 -13 -6 -16 -12
right_child=7 -3 3 -5 5 6 -8 -9 -10 11 16 13 -14 -15 15 -17 -18
leaf_value=0.010284142252168791 0.0052411803687791806 -0.00028893758727547078 0.0088742815662265669 0.00038624378047198672 0.0076720003158133269 -0.003417290795975597 0.0035612751350273491 -0.0013883221677553578 0.0059241233148730988 0.0058348431785780501 7.8765866080620506e-05 0.0021090812246151989 0.0096556164468677933 0.0062162076758335546 0.0053646711517903031 0.0037924610258085619 0.0027534804370777806
leaf_weight=70 53 60 67 54 54 57 82 88 102 718 60 53 53 53 547 134 53
leaf_count=70 53 60 67 54 54 57 82 88 102 718 60 53 53 53 547 134 53
internal_value=0 0.00523738 0.00539963 0.00518833 0.00533093 0.0045244 0.000699086 0.00120605 0.00769893 0.00607759 0.00258178 0.00586386 0.00609758 0.00416327 0.00524773 0.00505541 0.00133386
internal_weight=0 2104 2044 1872 1818 874 139 254 172 944 166 877 771 106 735 681 113
internal_count=2358 2104 2044 1872 1818 874 139 254 172 944 166 877 771 106 735 681 113
is_linear=0
shrinkage=0.00618293


Tree=342
num_leaves=20
num_cat=0
split_feature=4 2 123 2 52 52 11 2 150 4 160 43 52 2 43 43 4 43 4
split_gain=2747.96 862.817 396.087 145.486 116.232 140.75 114.447 109.541 50.5132 49.8395 47.8942 41.3098 59.5501 23.5956 20.4609 20.0167 19.6313 18.8002 11.2547
threshold=0.30163500000000004 0.13733000000000004 1.0000000180025095e-35 0.10836000000000003 -0.41304999999999997 0.044705000000000002 1.0000000180025095e-35 0.14019000000000004 1.0000000180025095e-35 -0.072529999999999983 -1.0000000180025095e-35 -0.080819999999999989 -0.050359999999999995 0.09277500000000001 -0.082219999999999988 0.0054600000000000004 0.005935000000000001 0.085460000000000022 -0.17689999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 9 8 10 15 -2 16 -13 -8 -4 18 -11 -17 -1
right_child=7 -3 14 4 5 -7 13 -9 -10 11 -12 12 -14 -15 -16 17 -18 -19 -20
leaf_value=0.015300447837152904 0.0068106265216402589 0.0059610335762255058 0.0080545325468232027 0.014387991828237863 0.0086773554751069949 0.013086250744652866 0.017325850479947238 0.0023325346777112142 0.0077991670342374758 0.014229943777838877 0.0040115456771745482 0.0117063044144136 0.013440778993893239 0.015114376012391038 0.010092948314886748 0.012678324845632961 0.012868122008365417 0.014471334090510905 0.014259180175480545
leaf_weight=64 55 88 55 70 82 75 53 63 53 288 83 152 364 52 52 82 72 52 503
leaf_count=64 55 88 55 70 82 75 53 63 53 288 83 152 364 52 52 82 72 52 503
internal_value=0 0.0130881 0.0133992 0.0136432 0.0118952 0.0107837 0.0138791 0.00499182 0.00586884 0.0137225 0.0051273 0.0133523 0.0129299 0.0162309 0.0090454 0.0141852 0.0139576 0.0133743 0.0143768
internal_weight=0 2104 2016 1909 227 157 1682 254 191 1577 138 876 516 105 107 701 360 134 567
internal_count=2358 2104 2016 1909 227 157 1682 254 191 1577 138 876 516 105 107 701 360 134 567
is_linear=0
shrinkage=0.0023251


Tree=343
num_leaves=17
num_cat=0
split_feature=45 4 3 150 48 15 4 4 15 52 157 157 3 150 12 52
split_gain=92.5525 83.6021 41.7848 22.3938 20.7997 48.9014 27.1378 19.8054 19.6455 26.1962 14.6579 33.6207 13.7763 11.771 9.02518 4.307
threshold=1.0000000180025095e-35 0.30163500000000004 0.10812000000000001 0.082295000000000021 0.093265000000000015 -0.088954999999999992 -0.35136499999999998 0.5137400000000002 -0.094449999999999992 -0.032354999999999988 -0.077849999999999989 -0.084639999999999979 -0.0026499999999999996 0.08826500000000001 0.091545000000000015 0.033770000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 6 -6 14 12 9 -8 11 -10 -3 -12 -1 -11
right_child=-2 3 -4 -5 5 -7 8 -9 10 15 13 -13 -14 -15 -16 -17
leaf_value=0.0090826694841701534 0.01250833340974122 0.0004087107767740495 0.00080423535587038767 0.0041963529212756846 0.0061237237876764382 -0.00054485477215394538 -0.00060905903179604638 0.0022609487818905575 0.0053314327103108922 0.0033389979573875141 0.0051851547900623367 -0.00023551275789268807 -0.0038738103763211241 0.0080020407512347881 0.0058214548048266665 0.0055834249891579474
leaf_weight=77 52 56 99 60 82 82 54 79 120 64 1240 61 56 58 54 64
leaf_count=77 52 56 99 60 82 82 54 79 120 64 1240 61 56 58 54 64
internal_value=0 0.00426925 0.00467562 0.000941895 0.00487153 0.00278904 0.00506208 -8.0106e-05 0.00485093 0.00295685 0.00508396 0.00345492 -0.00173197 0.00531108 0.00773885 0.00446172
internal_weight=0 2306 2055 251 1956 164 1792 191 1661 182 1479 181 112 1298 131 128
internal_count=2358 2306 2055 251 1956 164 1792 191 1661 182 1479 181 112 1298 131 128
is_linear=0
shrinkage=0.00610672


Tree=344
num_leaves=16
num_cat=0
split_feature=45 0 1 1 43 48 484 48 0 1 160 0 0 16 1456
split_gain=64.0197 53.0308 48.8492 36.4087 28.7076 17.348 12.1605 19.9699 30.9915 13.5979 18.605 13.7077 8.12418 7.42577 4.3137
threshold=1.0000000180025095e-35 -0.15270499999999995 0.13130500000000003 0.093170000000000017 -0.072864999999999985 -0.081079999999999985 -0.077959999999999988 0.093015000000000014 -0.083069999999999991 0.10439500000000002 -0.072664999999999993 -0.10653 -0.075969999999999996 -0.065229999999999996 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -4 -3 12 9 -9 11 -11 -8 13 -7 -15
right_child=-2 2 4 -5 -6 6 7 8 -10 10 -12 -13 -14 14 -16
leaf_value=0.003312665304878813 0.0094978121566921259 0.0068275013445171107 -0.0029468283523764885 -0.0019406522592270174 0.0021964593313406641 0.0059102865364967401 0.0019774617667848108 0.0035677166686796775 -0.0019742607927921959 -0.00052413106611879799 0.0033159601069988765 0.0039972318585555144 0.0065325028217224496 0.0022151170845363449 0.0043845785680677041
leaf_weight=70 52 54 52 99 96 53 114 79 52 54 143 1262 63 53 62
leaf_count=70 52 54 52 99 96 53 114 79 52 54 143 1262 63 53 62
internal_value=0 0.00324175 0.00347951 0.000234926 0.000388956 0.00370944 0.0036224 0.00345954 0.00136739 0.00363374 0.00226304 0.00382994 0.00482345 0.0041822 0.00338526
internal_weight=0 2306 2137 169 148 1989 1935 1704 131 1573 197 1376 231 168 115
internal_count=2358 2306 2137 169 148 1989 1935 1704 131 1573 197 1376 231 168 115
is_linear=0
shrinkage=0.00557519


Tree=345
num_leaves=23
num_cat=0
split_feature=1 2 123 2 2 2 11 15 11 1 4 15 2 158 4 15 401 15 15 15 15 15
split_gain=1840.25 271.636 219.815 183.697 140.02 112.16 79.5572 75.155 62.6392 57.1 39.4887 31.5169 27.784 25.608 22.1317 19.183 12.369 9.02655 7.20729 4.92207 4.23187 2.25885
threshold=0.10808500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.099145000000000025 0.14271500000000001 1.0000000180025095e-35 -0.075694999999999985 0.081790000000000015 0.081315000000000012 -0.080954999999999985 -0.032264999999999995 0.11626500000000002 0.083065000000000014 0.052250000000000012 -0.42075999999999997 0.084055000000000019 0.087720000000000006 0.041820000000000003 0.084050000000000014 -0.075694999999999985 0.089150000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 7 10 15 9 11 17 20 -13 14 16 -3 -12 18 -1 -20 -6 -19
right_child=1 5 -4 -5 8 -7 -8 -9 -10 -11 13 12 -14 -15 -16 -17 -18 21 19 -21 -22 -23
leaf_value=0.011720269161121857 0.0052727942836956251 0.0051088732190972905 0.0071988279163632072 0.010644374289066446 0.01139805089762902 0.0018085292522610644 0.014162372885214762 0.0076284201818529783 0.01264051798111806 0.0078230712474610595 0.011255479906119543 0.010402103014514811 0.0079828002647124932 0.01269354170522146 0.0099817521780423257 0.0031349483863891332 0.012252098248206165 0.011347126370247712 0.013372559486061933 0.012515412018639836 0.010580226856126237 0.012015243385573532
leaf_weight=57 73 60 78 84 83 91 83 54 54 73 668 65 53 82 78 61 87 55 54 189 76 79
leaf_count=57 73 60 78 84 83 91 83 54 54 73 668 65 53 82 78 61 87 55 54 189 76 79
internal_value=0 0.00556371 0.0112714 0.00814693 0.0114444 0.00403893 0.0118077 0.00519858 0.0101563 0.009773 0.0116628 0.0102868 0.00931569 0.0113706 0.0112404 0.00411397 0.0113704 0.0122788 0.0125188 0.012706 0.0110073 0.0117412
internal_weight=0 423 1914 157 1836 266 1432 175 404 350 1349 277 118 915 833 121 755 434 300 243 159 134
internal_count=2337 423 1914 157 1836 266 1432 175 404 350 1349 277 118 915 833 121 755 434 300 243 159 134
is_linear=0
shrinkage=0.00247639


Tree=346
num_leaves=15
num_cat=0
split_feature=15 14 16 48 0 15 4 0 48 48 4 475 156 13
split_gain=45.0072 35.761 37.4099 34.1726 39.5399 26.3408 22.3389 33.9493 16.644 23.9498 11.4763 11.093 9.30597 5.71186
threshold=-0.2987999999999999 -0.41790499999999997 -0.44470499999999996 0.092265000000000014 -0.061204999999999989 -0.11664999999999999 -0.42305999999999994 1.0000000180025095e-35 -0.085909999999999986 -0.023659999999999997 0.0099250000000000015 -0.087794999999999998 0.0010500000000000004 -0.062109999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 10 -2 12 8 -8 -10 13 -11 -7 -5
right_child=3 2 -4 4 -6 6 7 -9 9 11 -12 -13 -14 -15
leaf_value=0.0041188725231113346 0.0069718422050373914 0.0018736631591156554 -0.004756622045374327 0.0027845649682938785 -0.0027296937516472159 0.0077014129509845536 0.0069276225610659867 -0.00088200940946428204 -8.1124200750189521e-05 0.0011739219398517724 0.0012218055074337004 0.0038803184296006986 0.0046106252861707626 0.0053232226948152737
leaf_weight=64 92 60 55 62 54 63 54 55 56 53 85 1457 69 58
leaf_count=64 92 60 55 62 54 63 54 55 56 53 85 1457 69 58
internal_value=0 0.000639181 -0.0012968 0.00366995 0.00169074 0.00393986 0.00378546 0.00360411 0.00375645 0.00364706 0.00285545 0.00378537 0.00608624 0.0040121
internal_weight=0 179 115 2158 259 1899 1807 1675 1620 1566 205 1510 132 120
internal_count=2337 179 115 2158 259 1899 1807 1675 1620 1566 205 1510 132 120
is_linear=0
shrinkage=0.0058073


Tree=347
num_leaves=10
num_cat=0
split_feature=2 123 14 15 14 39 1428 148 15
split_gain=38.352 35.6853 24.7064 26.7035 34.4444 18.3907 15.216 16.8623 9.99655
threshold=0.15020000000000003 0.09394000000000001 0.019675000000000002 -0.2987999999999999 -1.0000000180025095e-35 0.088780000000000012 0.08653000000000001 -0.079549999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -9
right_child=-2 -3 -4 5 -6 -7 -8 8 -10
leaf_value=0.0035574560391147766 -0.0010432279197434642 -0.0013252922898588737 0.0058143805009274836 -6.4040672614603164e-05 -0.0021942741341579113 0.0054977195496121491 0.0057372042213733694 0.0024891669541331281 0.0033016188185257859
leaf_weight=55 79 60 83 60 69 80 52 985 814
leaf_count=55 79 60 83 60 69 80 52 985 814
internal_value=0 0.00279943 0.00291205 0.00279812 0.00035643 0.00295016 0.00284348 0.00276251 0.00285681
internal_weight=0 2258 2198 2115 124 1991 1911 1859 1799
internal_count=2337 2258 2198 2115 124 1991 1911 1859 1799
is_linear=0
shrinkage=0.00542179


Tree=348
num_leaves=23
num_cat=0
split_feature=15 12 13 43 43 12 14 150 51 16 12 11 15 15 51 49 15 16 16 13 47 12
split_gain=1928.5 881.578 433.132 338.553 209.059 174.297 152.83 129.136 77.3048 71.3109 69.6609 99.0253 41.8758 45.008 21.7773 26.6726 19.9925 10.2685 9.29031 9.00891 7.74437 4.54797
threshold=-0.24269999999999997 0.054520000000000006 -0.28558999999999996 -0.049364999999999992 -0.089649999999999994 0.11844 -0.10708499999999999 0.083680000000000018 -0.09193999999999998 -0.49181999999999998 0.092550000000000007 1.0000000180025095e-35 -0.035449999999999988 -0.070049999999999987 -0.095799999999999982 -0.081334999999999977 -1.0000000180025095e-35 -0.040484999999999993 -0.082909999999999984 0.084330000000000016 0.091210000000000013 0.099815000000000015
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=6 2 -2 4 -4 10 -1 8 -5 -8 11 14 13 17 -3 -16 -10 -12 -14 21 -17 -20
right_child=1 5 3 7 -6 -7 9 -9 16 -11 12 -13 18 -15 15 20 -18 -19 19 -21 -22 -23
leaf_value=0.0063537592857716221 0.0019606405980323359 0.011889212751141721 0.010800093256486041 0.014891124715334157 0.0041485563510163205 0.0094738004967009817 0.0038745001775036042 0.0082813421974757395 0.010737438227028275 -0.00032410052036877017 0.011943997315177068 0.016648023288143094 0.014213387194166283 0.010186844976349491 0.011811221001469696 0.013816595299398979 0.012791377850871635 0.013340306270560789 0.013029017018016285 0.013888156364861803 0.012848827492480008 0.012207962064952961
leaf_weight=87 52 52 52 71 86 83 54 59 85 57 75 76 54 81 52 795 53 71 146 64 62 70
leaf_count=87 52 52 52 71 86 83 54 59 85 57 75 76 54 81 52 795 53 71 146 64 62 70
internal_value=0 0.0122971 0.00907641 0.00998772 0.00665514 0.0131745 0.00375518 0.0117037 0.0126696 0.00171821 0.0133667 0.0137691 0.0126229 0.011754 0.0135414 0.0136359 0.0115265 0.0126232 0.0132133 0.0130203 0.0137466 0.0127631
internal_weight=0 2139 458 406 138 1681 198 268 209 111 1598 1037 561 227 961 909 138 146 334 280 857 216
internal_count=2337 2139 458 406 138 1681 198 268 209 111 1598 1037 561 227 961 909 138 146 334 280 857 216
is_linear=0
shrinkage=0.00261844


Tree=349
num_leaves=16
num_cat=0
split_feature=4 3 39 14 2 2 3 48 2 15 3 4 13 2 4
split_gain=1820.03 675.847 358.574 181.186 126.753 70.251 65.0519 61.9203 48.0766 37.9401 32.3116 20.5828 24.1944 18.6938 15.0146
threshold=0.30163500000000004 0.25468500000000005 0.081875000000000017 0.062655000000000016 0.099145000000000025 0.13538500000000001 0.091170000000000015 0.091150000000000023 0.12827000000000002 0.054100000000000002 -0.044019999999999997 0.032965000000000001 0.034905000000000012 0.10713500000000002 0.065590000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 13 11 -4 9 10 -6 12 -1 -2 -13
right_child=5 -3 7 -5 8 -7 -8 -9 -10 -11 -12 14 -14 -15 -16
leaf_value=0.013669595679821843 0.005572481191526174 0.0038531494458493975 0.010341856246225764 0.017009357441970976 0.01211588546552032 0.0037646811964039228 0.010754036032173153 0.0070178763054298734 0.009758969244601453 0.013657062976519536 0.0099337044093089234 0.011621916988332164 0.012574932438868999 0.0072625513396798467 0.013264950491553141
leaf_weight=1089 71 52 99 71 202 86 57 52 62 76 52 61 139 91 77
leaf_count=1089 71 52 99 71 202 86 57 52 62 76 52 61 139 91 77
internal_value=0 0.0126288 0.0128528 0.0131454 0.0129943 0.00556594 0.0133363 0.00919735 0.0117526 0.0121271 0.0116692 0.013444 0.0135457 0.006522 0.0125389
internal_weight=0 2089 2037 1886 1815 248 1423 151 392 330 254 1366 1228 162 138
internal_count=2337 2089 2037 1886 1815 248 1423 151 392 330 254 1366 1228 162 138
is_linear=0
shrinkage=0.00246487


Tree=350
num_leaves=26
num_cat=0
split_feature=4 12 150 12 43 43 12 156 150 16 14 16 4 16 12 52 49 51 4 43 4 12 52 4 52
split_gain=2367.47 766.742 250.955 190.849 137.878 138.626 88.8403 73.6098 56.2457 54.261 52.1819 113.084 42.1577 30.9934 26.1986 22.465 18.8733 20.0477 15.2716 13.1356 19.2513 12.3798 11.2875 9.18887 4.62007
threshold=0.30163500000000004 0.054520000000000006 0.089155000000000012 0.092495000000000008 -0.031974999999999996 -0.08725999999999999 0.11769500000000001 0.083840000000000012 0.081245000000000026 -0.090789999999999996 -0.45687499999999998 -0.44470499999999996 -0.064209999999999989 -0.0063399999999999993 0.083310000000000009 0.10855000000000002 -0.081429999999999989 -0.095799999999999982 -0.085574999999999984 -0.072469999999999993 -0.0072499999999999995 0.088125000000000023 0.033770000000000008 -0.081374999999999989 0.083750000000000005
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=1 2 4 14 5 -1 12 9 10 -6 -2 -12 15 -11 -3 23 -16 -18 24 20 -14 -20 -21 -5 -19
right_child=8 3 -4 6 7 -7 -8 -9 -10 13 11 -13 19 -15 16 -17 17 18 21 22 -22 -23 -24 -25 -26
leaf_value=0.031154564092368678 0.025810349026227749 0.035282706330184488 0.024997617711531386 0.034123454334264287 0.03259477357561695 0.025937461218533447 0.029581568007352621 0.033537771962846019 0.02639893925886647 0.028200643171693934 0.024913443203998305 0.020455747140573598 0.033238441758802771 0.030758723755543931 0.032199704876720962 0.031756153273431939 0.032300307986095955 0.03511945971341944 0.033991112731830961 0.030715347042352497 0.031426481521565242 0.033315219661031029 0.032064982202193858 0.033023520130110326 0.034208325709979524
leaf_weight=55 52 68 68 95 52 75 80 68 62 57 78 65 73 62 52 56 56 61 392 94 75 308 68 100 93
leaf_count=55 52 68 68 95 52 75 80 68 62 57 78 65 73 62 52 56 56 61 392 94 75 308 68 100 93
internal_value=0 0.0323439 0.0294023 0.0331131 0.0302139 0.0281449 0.032044 0.0313391 0.0243262 0.0304647 0.023667 0.0228874 0.0323951 0.0295336 0.0337785 0.0331573 0.0336721 0.0337563 0.0338517 0.0317779 0.0323204 0.0336938 0.031282 0.0335595 0.0345694
internal_weight=0 2108 437 1671 369 130 641 239 257 171 195 143 561 119 1030 251 962 910 854 310 148 700 162 195 154
internal_count=2365 2108 437 1671 369 130 641 239 257 171 195 143 561 119 1030 251 962 910 854 310 148 700 162 195 154
is_linear=0
shrinkage=0.00249384


Tree=351
num_leaves=19
num_cat=0
split_feature=1 52 52 1 14 124 0 39 0 1 447 49 1456 49 13 42 0 0
split_gain=1771.33 324.236 223.664 91.6577 89.7637 96.913 75.3631 47.926 58.8137 41.4392 29.1543 32.9855 30.6995 28.2176 47.4642 23.4938 20.1624 19.6018
threshold=0.10335000000000001 -0.41304999999999997 0.17829500000000004 0.13662500000000002 0.062655000000000016 -0.076164999999999983 -0.12118 0.085765000000000022 -0.063519999999999979 0.11224000000000002 0.081385000000000013 0.11580500000000001 0.056265000000000009 -0.020999999999999994 -0.075154999999999986 0.084145000000000011 -0.079249999999999987 -0.065794999999999979
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 6 5 -1 9 8 -8 -3 11 12 13 14 -7 -14 -15 -5
right_child=1 2 -4 17 -6 10 7 -9 -10 -11 -12 -13 15 16 -16 -17 -18 -19
leaf_value=0.0091497759098245219 0.01323687706740494 0.0024863424902761434 0.0116792486676648 0.0045640237134181427 0.015889023069773103 0.012900672426472463 0.010813442528574651 0.005661099894663439 0.0065332578592311886 0.0058761799111081989 0.010605700006593612 0.010986088306478384 0.015683113957313498 0.013151733576189231 0.0094532817410674184 0.013291981092627322 0.012387902808725515 0.0022806598212458374
leaf_weight=66 58 52 52 56 71 82 52 80 55 71 53 81 52 806 56 101 450 71
leaf_count=66 58 52 52 56 71 82 52 80 55 71 53 81 52 806 56 101 450 71
internal_value=0 0.00678946 0.00602467 0.00535174 0.0127087 0.0125794 0.00619722 0.00735068 0.00861364 0.00444333 0.012714 0.0127827 0.0128767 0.0127419 0.011502 0.0141049 0.0128781 0.00328774
internal_weight=0 547 489 437 1818 1747 310 187 107 123 1681 1628 1547 1394 138 153 1256 127
internal_count=2365 547 489 437 1818 1747 310 187 107 123 1681 1628 1547 1394 138 153 1256 127
is_linear=0
shrinkage=0.00288389


Tree=352
num_leaves=18
num_cat=0
split_feature=4 2 12 2 2 2 14 2 12 4 43 457 159 159 4 4 2
split_gain=1368.2 535.141 275.338 126.139 142.969 112.717 148.197 79.7367 69.1608 45.1951 41.4412 28.2898 21.6159 18.9889 17.0511 6.75504 2.75121
threshold=0.30163500000000004 0.14234000000000005 -0.007389999999999999 -1.0000000180025095e-35 0.096685000000000007 0.11177500000000001 0.062655000000000016 0.13538500000000001 0.088845000000000021 0.005935000000000001 -0.049914999999999994 0.080930000000000016 0.079755000000000006 -1.0000000180025095e-35 0.058330000000000007 0.42953500000000006 0.11736500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 9 10 -7 11 -2 12 -4 -11 -15 -12 -10
right_child=7 -3 5 4 -6 8 -8 -9 16 13 15 -13 -14 14 -16 -17 -18
leaf_value=0.0032723631079791225 0.0025605253255510754 0.0024956249797769537 0.010071665863216955 0.011202195914617142 0.0058053859130216086 0.0054626291198856258 0.013646012929454363 0.0011686690439378148 0.0093763024769711548 0.010246993562300823 0.0044966116347800074 0.0086331343502604012 0.01119081859750644 0.0074716215397353427 0.0090683018982558195 0.0057858435502698112 0.0085916674039112489
leaf_weight=52 65 71 1158 52 80 52 71 87 57 54 53 81 123 64 132 52 61
leaf_count=52 65 71 1158 52 80 52 71 87 57 54 53 81 123 64 132 52 61
internal_value=0 0.00933273 0.00957103 0.00661501 0.00793161 0.00986454 0.0100632 0.00314153 0.00789795 0.00990535 0.00415102 0.0100872 0.0101791 0.00891437 0.00854708 0.00513535 0.00897092
internal_weight=0 2108 2037 184 132 1853 1683 257 170 1612 170 1362 1281 250 196 105 118
internal_count=2365 2108 2037 184 132 1853 1683 257 170 1612 170 1362 1281 250 196 105 118
is_linear=0
shrinkage=0.00253323


Tree=353
num_leaves=22
num_cat=0
split_feature=1 11 10 133 160 1 159 11 43 12 0 0 49 12 4 0 12 51 159 4 12
split_gain=86.0696 34.4289 33.9037 27.405 36.0354 35.2829 16.3298 18.7755 22.8453 25.0208 21.2624 16.9636 10.4808 15.3049 10.8485 10.2325 20.2258 7.66539 5.99053 2.61678 2.0711
threshold=0.10312500000000001 0.084110000000000004 -0.013164999999999998 -0.039759999999999997 -1.0000000180025095e-35 0.10871500000000002 0.082585000000000006 0.079300000000000009 -0.09583499999999999 0.086795000000000011 -0.036119999999999992 -0.10220499999999998 -0.076494999999999994 0.077755000000000005 0.053010000000000009 -0.074754999999999988 -0.042789999999999988 -0.090074999999999988 0.10798500000000001 0.016695000000000005 0.095330000000000012
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=6 2 -2 -4 -5 -6 7 8 9 -1 12 -8 -10 19 -15 -7 -17 -13 -19 -14 -11
right_child=1 -3 3 4 5 15 11 -9 10 20 -12 17 13 14 -16 16 -18 18 -20 -21 -22
leaf_value=0.011832135083151179 -0.0012942223100448852 0.0076917696537915897 -0.000119301983420702 0.0076320391033088018 -0.0011783807659699616 0.0029232673746310525 0.010874384782428992 0.0030777742989447467 0.0084596886950061134 0.0077525075962635017 0.0029135902056872777 0.0051180203027553738 0.0029886335051934167 0.0066742469995725792 0.0044835486426758556 0.0028274579934343914 0.0080963288593287764 0.0091686642910243539 0.0064533476850798296 0.004962018853699594 0.0061940050954888805
leaf_weight=60 57 76 59 99 55 97 63 64 89 69 71 52 52 950 96 52 61 70 57 52 64
leaf_count=60 57 76 59 99 55 97 63 64 89 69 71 52 52 950 96 52 61 70 57 52 64
internal_value=0 0.00381125 0.00319669 0.00380201 0.00443779 0.00324421 0.00660262 0.00637078 0.00651095 0.00850466 0.00621717 0.00810359 0.00640643 0.00624747 0.00647325 0.00440283 0.0056723 0.00712803 0.0079505 0.00397596 0.00700305
internal_weight=0 556 480 423 364 265 1809 1567 1503 193 1310 242 1239 1150 1046 210 113 179 127 104 133
internal_count=2365 556 480 423 364 265 1809 1567 1503 193 1310 242 1239 1150 1046 210 113 179 127 104 133
is_linear=0
shrinkage=0.00620416


Tree=354
num_leaves=24
num_cat=0
split_feature=1 3 1 15 14 123 12 11 3 151 1 3 15 12 15 51 3 1 15 15 3 3 13
split_gain=1388.62 253.976 124.838 105.527 74.7039 52.5417 48.1846 41.4008 94.1202 38.6626 31.286 28.8708 52.7983 23.0067 19.7447 27.9968 13.481 13.0921 12.3485 9.67625 9.27622 5.10306 3.60387
threshold=0.10335000000000001 -0.06340999999999998 0.14741000000000001 -0.14068999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 0.092855000000000007 1.0000000180025095e-35 -0.11128999999999999 0.009020000000000002 0.13301500000000002 0.11745500000000002 -0.077809999999999976 0.11769500000000001 -0.033689999999999991 -0.037059999999999989 0.06269000000000001 0.11189500000000001 -0.088184999999999986 0.090725000000000014 -0.079724999999999976 0.095555000000000015 -0.065674999999999983
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 3 4 -2 -3 6 7 8 -1 16 11 12 -6 14 15 -8 20 -5 -17 -16 -10 -18 -21
right_child=1 2 -4 17 10 -7 13 -9 9 -11 -12 -13 -14 -15 19 18 21 -19 -20 22 -22 -23 -24
leaf_value=0.0075344955804550239 0.005045567951218603 0.007819922233908495 0.00016645028809163449 0.0109214883704849 0.0039392912815085449 0.0084562103227625342 0.011387894921773487 0.013654875730397534 0.011684452549078427 0.0092352320859132187 0.0023291975725522286 0.0031534552838058359 0.0078306666810728214 0.0086053532494732732 0.011922042662980383 0.0098720734556918075 0.013277149754997771 0.0090586517174268237 0.0079300390318562033 0.011160022804178193 0.010960152330938257 0.012007253278496688 0.010321437371204606
leaf_weight=54 55 64 55 60 69 65 66 71 753 61 57 60 54 56 88 62 54 73 53 88 195 58 94
leaf_count=54 55 64 55 60 69 65 66 71 753 61 57 60 54 56 88 62 54 73 53 88 195 58 94
internal_value=0 0.00570493 0.00425188 0.00847947 0.00499092 0.0110595 0.011156 0.0114678 0.0113356 0.0115187 0.00423639 0.00483026 0.00564796 0.0103895 0.010611 0.00985649 0.0116501 0.00989927 0.00897732 0.0111167 0.0115355 0.0126198 0.0107271
internal_weight=0 547 359 188 304 1818 1753 1246 1175 1121 240 183 123 507 451 181 1060 133 115 270 948 112 182
internal_count=2365 547 359 188 304 1818 1753 1246 1175 1121 240 183 123 507 451 181 1060 133 115 270 948 112 182
is_linear=0
shrinkage=0.00294641


Tree=355
num_leaves=30
num_cat=0
split_feature=12 3 12 3 3 12 42 39 0 12 42 42 0 160 49 3 49 12 3 3 0 3 12 3 3 42 0 0 0
split_gain=2907.24 812.109 702.579 385.394 380.838 265.925 232.06 131.236 88.8343 82.0264 73.5433 125.598 66.5327 58.3696 30.7896 29.4679 37.3873 11.596 7.62248 6.23142 5.78224 4.76209 4.59656 4.23693 3.63932 3.61099 2.79698 2.42441 0.979559
threshold=0.077755000000000005 0.30112000000000005 0.10337000000000002 0.077930000000000013 0.11745500000000002 0.14472000000000004 -0.026469999999999997 0.081875000000000017 -0.10075499999999998 0.092495000000000008 -0.018574999999999998 0.10306000000000001 -0.059114999999999994 -1.0000000180025095e-35 0.088030000000000011 -0.15197999999999998 -0.084604999999999986 0.087675000000000017 -0.081024999999999986 -0.074479999999999977 -0.072364999999999985 -0.087114999999999984 0.083935000000000023 -0.081784999999999983 -0.087414999999999979 0.090040000000000023 -0.069734999999999978 -0.085384999999999975 -0.078084999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 6 13 10 -1 -8 -9 15 19 -12 -10 -5 18 -2 -17 21 26 -4 28 27 -23 24 -19 -25 -11 -18 -20
right_child=2 -3 5 4 -6 -7 7 8 12 14 11 -13 -14 -15 -16 16 17 23 20 -21 -22 22 -24 25 -26 -27 -28 -29 -30
leaf_value=0.028248002971650202 0.033607406811119164 0.019645011773982774 0.03068559439859574 0.032328713113840814 0.024327538904666785 0.023422250673668685 0.026820560054066179 0.025372689507976113 0.020355827253823105 0.031284504735292269 0.025178388566796203 0.029989123028802758 0.023619215476624406 0.029572016237646707 0.02958424534066335 0.030206899778384991 0.032948559426297548 0.031693672996335659 0.03089794662876184 0.029647008932621566 0.03034298084778133 0.031531691554353349 0.032265383295096331 0.031821921920096932 0.032250480930208131 0.031154729333430168 0.03191760405032823 0.032376492705037306 0.031345889081271373
leaf_weight=85 57 94 56 69 61 52 60 55 60 88 52 53 61 81 71 55 71 113 52 61 66 52 287 98 135 75 65 94 76
leaf_count=85 57 94 56 69 61 52 60 55 60 88 52 53 61 81 71 55 71 113 52 61 66 52 287 98 135 75 65 94 76
internal_value=0 0.0255986 0.0311242 0.0266506 0.0289575 0.0278964 0.025134 0.0240124 0.0230549 0.031732 0.0289443 0.0276069 0.0220012 0.0308403 0.0309088 0.0320638 0.031974 0.032079 0.0311798 0.0301443 0.0308849 0.0323068 0.0321529 0.0318062 0.0319969 0.0315328 0.0315536 0.0326228 0.0311641
internal_weight=0 626 1729 532 211 274 321 236 176 1455 222 105 121 150 418 1037 980 925 347 117 194 504 339 421 248 173 153 165 128
internal_count=2355 626 1729 532 211 274 321 236 176 1455 222 105 121 150 418 1037 980 925 347 117 194 504 339 421 248 173 153 165 128
is_linear=0
shrinkage=0.00219685


Tree=356
num_leaves=26
num_cat=0
split_feature=12 3 12 43 43 3 12 3 124 12 133 12 11 49 51 376 49 43 3 12 43 43 133 12 0
split_gain=1519.47 517.833 415.603 400.156 248.397 165.417 160.983 114.581 83.8496 53.9592 39.7425 56.775 33.725 38.7986 29.2321 22.8565 15.3359 13.0624 11.5937 10.1462 9.02531 6.10062 4.23523 3.80561 1.90294
threshold=0.077755000000000005 0.30112000000000005 0.14472000000000004 -0.031974999999999996 -0.095244999999999982 0.11745500000000002 0.092495000000000008 -0.0062049999999999996 -0.065909999999999982 0.10337000000000002 0.022390000000000004 0.11512500000000002 1.0000000180025095e-35 -0.084604999999999986 -0.091829999999999981 0.084075000000000011 0.088030000000000011 0.0061450000000000003 0.094285000000000008 0.087965000000000015 -0.082894999999999983 -0.040789999999999993 0.087720000000000006 0.093840000000000021 -0.077959999999999988
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=1 3 6 4 -1 7 12 -5 15 16 11 -11 13 -2 -9 -6 20 19 -16 22 -8 -21 -15 -22 -25
right_child=2 -3 -4 5 8 -7 9 14 -10 10 -12 -13 -14 17 18 -17 -18 -19 -20 21 23 -23 -24 24 -26
leaf_value=0.009300309029101967 0.009453347994725466 0.0015251594778808576 0.0042926947608925769 0.0071773774685408862 0.0037337590811262595 0.0056585489216242754 0.011486069021190159 0.012260768874867487 0.0012016966930522397 0.0070823091884075658 0.010290279251622104 0.010178563492441992 0.0130531290167162 0.011918587752431379 0.010844485948220279 0.0057969187242308731 0.009523107989689682 0.01070271141735063 0.0094736144561516633 0.011021758469207003 0.011048493573070724 0.011666021159542074 0.011383060083255576 0.0099876039456033624 0.010505378257757991
leaf_weight=55 53 94 52 61 59 60 65 54 52 81 89 52 69 377 76 56 71 101 59 202 60 132 103 52 170
leaf_count=55 53 94 52 61 59 60 65 54 52 81 89 52 69 377 76 56 71 101 59 202 60 132 103 52 170
internal_value=0 0.00652564 0.0107276 0.00740914 0.00504053 0.00910528 0.0109271 0.0099324 0.00363747 0.0100154 0.00909386 0.00829306 0.0114898 0.0113783 0.0108215 0.00473864 0.0105048 0.0114898 0.0102455 0.0115874 0.0107056 0.0112765 0.0118037 0.0105256 0.0103842
internal_weight=0 626 1729 532 222 310 1677 250 167 640 222 133 1037 968 189 115 418 915 135 814 347 334 480 282 222
internal_count=2355 626 1729 532 222 310 1677 250 167 640 222 133 1037 968 189 115 418 915 135 814 347 334 480 282 222
is_linear=0
shrinkage=0.00231091


Tree=357
num_leaves=21
num_cat=0
split_feature=1 2 2 124 2 15 2 4 15 12 4 15 2 4 12 4 12 0 42 16
split_gain=1268.72 208.867 171.051 126.326 97.4248 88.5903 79.6848 53.1353 51.8223 68.9927 49.7081 94.9251 48.2414 33.9524 29.1763 53.1847 25.5074 22.3718 15.4844 8.51156
threshold=0.10491000000000002 0.12051500000000002 -1.0000000180025095e-35 -0.080389999999999989 1.0000000180025095e-35 -0.074959999999999985 0.12131500000000002 -0.082249999999999976 -0.19301999999999997 0.077755000000000005 0.0053900000000000016 -0.41971499999999995 0.090605000000000005 0.054560000000000004 0.099550000000000013 -0.5093899999999999 0.092255000000000018 -0.087344999999999992 0.11387000000000001 -0.083479999999999985
decision_type=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 -1 -4 -6 7 14 -9 12 -3 -12 -10 18 15 -5 -15 -17 -11 -19
right_child=1 10 4 6 5 -7 -8 8 9 13 11 -13 -14 16 -16 17 -18 19 -20 -21
leaf_value=0.0069641654231713188 0.0027889303269052037 0.0050906311150187619 0.011140485251033385 0.016088450634109359 0.0038501028593134774 0.0097213079488596438 0.0077382148017097873 0.014495782876146685 0.010650520930515387 0.011699463811965663 0.0040129434834964509 -0.0017160731119807344 0.0060569744243440422 0.01104871667448366 0.010130464918631458 0.014193318415263802 0.0078213296458039955 0.012965027215935851 0.010095986655829243 0.011644648685057832
leaf_weight=79 91 52 94 55 70 56 67 56 58 862 69 71 53 66 52 70 54 82 80 218
leaf_count=79 91 52 94 55 70 56 67 56 58 862 69 71 53 66 52 70 54 82 80 218
internal_value=0 0.00503939 0.00680068 0.0112693 0.00845991 0.00645982 0.0114611 0.0116072 0.0112245 0.0110683 0.00218627 0.00110725 0.00845754 0.0113411 0.0125933 0.0128945 0.0095967 0.0124197 0.0115633 0.0120057
internal_weight=0 503 311 1852 220 126 1773 1706 1229 1173 192 140 111 1062 477 425 120 370 942 300
internal_count=2355 503 311 1852 220 126 1773 1706 1229 1173 192 140 111 1062 477 425 120 370 942 300
is_linear=0
shrinkage=0.00347852


Tree=358
num_leaves=22
num_cat=0
split_feature=1 1 12 123 12 4 4 3 11 13 3 3 124 12 3 48 4 13 15 43 403
split_gain=1876.4 324.444 287.979 147.007 69.1543 57.9219 57.7716 59.1336 58.5362 53.934 47.572 42.9086 38.5334 33.3708 26.8204 24.485 16.6375 9.47913 6.9844 5.59101 2.05256
threshold=0.10491000000000002 0.13554500000000003 0.087245000000000003 0.081990000000000021 0.11844 0.064645000000000022 -0.081189999999999984 0.091170000000000015 1.0000000180025095e-35 -0.086219999999999977 0.0075150000000000008 -0.11756999999999999 -0.062639999999999987 0.089505000000000015 -0.10583499999999998 0.014805 -0.00096999999999999983 -1.0000000180025095e-35 0.086275000000000004 -0.00045499999999999995 -0.089804999999999982
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 10 4 6 -4 8 11 14 -3 12 -8 -2 17 -1 -12 -15 -13 19 -16 -20
right_child=1 9 5 -5 -6 -7 7 -9 -10 -11 15 13 -14 16 18 -17 -18 -19 20 -21 -22
leaf_value=0.012243582514983699 0.0064399086734917158 0.00032459085646119741 0.01357669602597574 0.0090604914973586026 0.01048688845891934 0.0093804884446796084 0.010942845264392724 0.010186122617825352 0.017230526281058259 0.004297875361416752 0.0091493973961997797 0.014072311716208723 0.0029918010685345904 0.013457799618346304 0.015221758428019847 0.0061159080367318647 0.012173567271797631 0.015336779831332567 0.01356255158343034 0.014205257503125866 0.014292792493258199
leaf_weight=59 67 61 79 71 65 55 59 54 74 75 53 491 61 368 153 52 137 67 63 84 107
leaf_count=59 67 61 79 71 65 55 59 54 74 75 53 491 61 368 153 52 137 67 63 84 107
internal_value=0 0.00665563 0.00818957 0.0134891 0.0136656 0.0118546 0.013786 0.0133955 0.0146362 0.00251599 0.00608163 0.01355 0.00479693 0.0136947 0.0142241 0.00764742 0.0131095 0.0142242 0.0145112 0.0148616 0.0140224
internal_weight=0 503 367 1852 1781 134 1716 1176 540 136 233 1122 128 1063 466 105 505 558 407 237 170
internal_count=2355 503 367 1852 1781 134 1716 1176 540 136 233 1122 128 1063 466 105 505 558 407 237 170
is_linear=0
shrinkage=0.00313744


Tree=359
num_leaves=20
num_cat=0
split_feature=2 2 3 475 2 3 160 0 2 0 16 160 4 16 401 456 12 0 401
split_gain=141.121 73.678 52.4282 26.3036 23.6065 31.2129 25.4725 22.7979 22.7757 20.5823 19.7756 19.686 14.6895 17.7383 12.1349 10.2731 9.4779 8.44255 4.58222
threshold=0.13538500000000001 -1.0000000180025095e-35 0.11745500000000002 -0.085684999999999997 0.096015000000000017 -0.091649999999999995 -0.095794999999999977 -0.070064999999999975 0.17000000000000001 -0.059114999999999994 0.058765000000000005 0.075825000000000017 -0.082249999999999976 0.022165000000000004 0.080190000000000011 0.087225000000000011 0.08654000000000002 -0.087344999999999992 0.10022000000000002
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 16 12 10 -7 -1 9 -2 -6 -8 13 17 15 -14 -3 -5 -16
right_child=8 2 -4 4 5 6 11 -9 -10 -11 -12 -13 14 -15 18 -17 -18 -19 -20
leaf_value=0.0057984348362159922 0.0013345065084441219 0.010888051691088776 0.0032662521271652045 0.009499476378239757 0.0020273055652747611 0.0097741402960491927 0.0055702528588925087 0.0017761860612235916 -0.00051457396335249722 0.0054957946633916021 0.0061523382829332483 0.0086847712282175516 0.0067584425501255345 0.010745090085449117 0.0097033713905240321 0.0087663457515945644 0.0081041351459624662 0.0074181803125565214 0.0077625331396893966
leaf_weight=61 61 64 86 62 64 65 226 87 55 60 55 67 767 64 55 71 61 252 72
leaf_count=61 61 64 86 62 64 65 226 87 55 60 55 67 767 64 55 71 61 252 72
internal_value=0 0.00687019 0.00712053 0.00729092 0.00713712 0.00617278 0.00691671 0.00343437 0.00217529 0.0033984 0.00393429 0.00628263 0.00747958 0.00832313 0.0071491 0.00692863 0.00952993 0.00782931 0.00860348
internal_weight=0 2179 2031 1945 1820 477 358 148 176 121 119 293 1343 378 965 838 125 314 127
internal_count=2355 2179 2031 1945 1820 477 358 148 176 121 119 293 1343 378 965 838 125 314 127
is_linear=0
shrinkage=0.00504286


Tree=360
num_leaves=16
num_cat=0
split_feature=2 15 3 123 2 14 49 2 2 160 49 2 15 52 47
split_gain=1240.23 727.969 345.956 240.797 183.963 96.64 103.147 117.815 78.3591 56.8028 45.2586 40.062 34.6667 26.6666 23.4526
threshold=0.13388500000000003 -0.37478999999999996 0.11535000000000002 0.081990000000000021 0.17000000000000001 0.062655000000000016 -0.020999999999999994 0.099675000000000014 0.088055000000000008 -1.0000000180025095e-35 -0.083949999999999983 0.090000000000000011 -0.10981499999999998 -0.14765999999999999 0.11043500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 12 6 7 10 -5 -1 -3 14 -2 -13 -8
right_child=4 2 -4 8 -6 -7 11 -9 -10 -11 -12 13 -14 -15 -16
leaf_value=0.0058746155068097831 0.003655636846316832 0.011867686930700058 0.0053168062977470062 0.0048284459086812698 -0.00060786691327533013 0.014348521185129779 0.011591382674450946 0.0060221285371332622 0.0092932373060502539 0.0022586698965250565 0.0089609487803040452 0.011562666097290026 0.006304195803468679 0.010352203289989948 0.0098155225122824249
leaf_weight=56 63 73 77 52 54 58 969 55 52 59 69 164 68 457 52
leaf_count=56 63 73 77 52 54 58 969 55 52 59 69 164 68 457 52
internal_value=0 0.0103165 0.0106649 0.0108707 0.00338468 0.0110796 0.0109765 0.00921786 0.00706111 0.00401972 0.0104555 0.0111874 0.00503067 0.0106719 0.011501
internal_weight=0 2193 2078 2001 185 1897 1839 197 104 115 142 1642 131 621 1021
internal_count=2378 2193 2078 2001 185 1897 1839 197 104 115 142 1642 131 621 1021
is_linear=0
shrinkage=0.00257087


Tree=361
num_leaves=15
num_cat=0
split_feature=2 4 376 4 2 1 14 16 0 2 0 2 51 15
split_gain=164.374 98.7543 44.9197 27.9853 32.3611 32.0142 26.7165 24.3169 21.6726 16.3138 11.4344 10.9405 10.7122 6.02206
threshold=0.16730000000000003 0.27161500000000005 0.083960000000000021 -0.38908499999999996 0.10272000000000002 0.10141500000000002 0.062655000000000016 -0.42004999999999992 -0.063519999999999979 0.10045500000000002 -0.078084999999999988 0.10060500000000001 0.030935000000000004 0.11162500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 6 10 8 9 12 -3 -6 -1 -5 -12
right_child=-2 7 -4 4 5 -7 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.010517684318787222 -0.0029508238057230633 0.0021250417485496297 0.0024391190561338172 0.0071438174494492983 0.0038957236510146352 0.0021540945176231371 0.010622895950875831 0.0010436074540785011 0.0039942865673575868 0.0057474562467048742 0.0074840788759901354 0.007670647405887852 0.0057711411034016939 0.0052706718354102195
leaf_weight=73 57 56 70 1220 52 82 55 99 75 100 113 84 190 52
leaf_count=73 57 56 70 1220 52 82 55 99 75 100 113 84 190 52
internal_value=0 0.00627982 0.00666904 0.00681735 0.00663143 0.00501392 0.00694544 0.0031262 0.0068092 0.00444747 0.00609432 0.00899479 0.00695889 0.00678687
internal_weight=0 2321 2066 1996 1839 299 1540 255 1485 156 217 157 1410 165
internal_count=2378 2321 2066 1996 1839 299 1540 255 1485 156 217 157 1410 165
is_linear=0
shrinkage=0.00537052


Tree=362
num_leaves=17
num_cat=0
split_feature=1 1 12 12 1 43 14 16 12 1 457 12 1 11 1 1
split_gain=3468.83 472.201 351.959 280.805 155.816 140.689 111.807 135.914 107.296 98.8189 45.7671 56.5748 42.2599 41.7747 12.4705 8.31624
threshold=0.10892500000000001 0.13554500000000003 0.085090000000000013 -0.029844999999999997 0.092655000000000015 -0.049364999999999992 0.062655000000000016 -0.50942999999999994 0.11769500000000001 0.14699000000000004 0.080930000000000016 0.095935000000000006 0.11744000000000002 1.0000000180025095e-35 0.11670500000000002 0.083250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 -2 7 -5 10 -3 11 13 -4 -9 -7 -13
right_child=1 9 12 6 -6 14 -8 8 -10 -11 -12 15 -14 -15 -16 -17
leaf_value=0.01235162678313396 0.0030105051266318939 0.0037721842586081488 0.011880032625292311 0.0092360777791967528 0.0072505563264392168 0.0077466635352550807 0.015871107004494608 0.013211360662995554 0.010010682618121112 -0.00014092211813729536 0.011438551402629664 0.011976659488006093 0.0090413533113570047 0.015215184065326941 0.0062167242867336029 0.012778013906237347
leaf_weight=52 78 74 52 53 72 53 61 1199 63 58 90 213 54 55 55 96
leaf_count=52 78 74 52 53 72 53 61 1199 63 58 90 213 54 55 55 96
internal_value=0 0.00557635 0.00716919 0.0126598 0.00938991 0.00530839 0.0128814 0.0127783 0.0128877 0.00205261 0.0129973 0.013087 0.0104341 0.0132993 0.00696775 0.0122257
internal_weight=0 424 292 1954 124 186 1830 1769 1716 132 1653 1563 106 1254 108 309
internal_count=2378 424 292 1954 124 186 1830 1769 1716 132 1653 1563 106 1254 108 309
is_linear=0
shrinkage=0.00224485


Tree=363
num_leaves=14
num_cat=0
split_feature=3 2 49 49 2 14 14 0 2 124 39 16 0
split_gain=148.498 63.7864 40.3599 39.8953 24.2962 19.7462 20.233 20.7859 19.0308 18.9809 17.3471 13.3115 11.6078
threshold=0.31370500000000007 0.13538500000000001 -0.020999999999999994 -0.089819999999999983 0.10322500000000003 -0.10708499999999999 0.023790000000000002 -0.14666499999999996 0.089885000000000007 -0.051674999999999992 0.087880000000000014 -0.080789999999999987 0.12474500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 11 -4 7 -7 -1 -9 -3 -5 -11
right_child=-2 10 5 4 -6 6 -8 9 -10 12 -12 -13 -14
leaf_value=0.008458036031979867 -0.0017676866483795526 0.0034984284851791959 0.0085496109300644534 0.00161643962811687 -0.00034455304879176055 0.0030003920791456073 0.0086242989680570658 0.0030518708354989182 0.0042798704194747933 0.0057798978256419827 -0.0001568379370024008 0.004852095846345026 0.008189525746396184
leaf_weight=52 76 80 65 52 55 72 59 63 58 1556 55 83 52
leaf_count=52 76 80 65 52 55 72 59 63 58 1556 55 83 52
internal_value=0 0.00535178 0.00556001 0.00385329 0.00246225 0.00583423 0.00573625 0.00563846 0.00625549 0.0057521 0.00200885 0.00360617 0.00585785
internal_weight=0 2302 2167 300 190 1867 1802 1743 110 1671 135 135 1608
internal_count=2378 2302 2167 300 190 1867 1802 1743 110 1671 135 135 1608
is_linear=0
shrinkage=0.00501155


Tree=364
num_leaves=21
num_cat=0
split_feature=1 1 12 49 1 43 12 12 11 1 151 51 1 1 3 43 16 48 51 1
split_gain=2259.81 406.697 258.894 235.599 228.796 142.191 98.3556 85.3188 81.0071 78.8678 52.3084 51.5739 50.4404 35.7151 31.9866 26.5521 25.9608 19.0575 18.4454 6.73584
threshold=0.10752500000000002 0.13554500000000003 0.085090000000000013 -0.025549999999999996 0.085720000000000005 -0.049364999999999992 -0.029844999999999997 0.11769500000000001 1.0000000180025095e-35 0.14699000000000004 -0.080889999999999976 -0.090074999999999988 0.090840000000000018 0.11726500000000001 -0.081854999999999997 0.0049250000000000014 -0.087139999999999981 0.10184000000000001 -0.20826999999999998 0.084525000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 -2 -5 8 11 -3 -6 14 -10 -4 -8 17 -7 -13 -16 -17
right_child=1 9 13 6 10 16 7 -9 12 -11 -12 15 -14 -15 18 19 -18 -19 -20 -21
leaf_value=0.013291725867949647 0.0038162262210112942 0.0044288233567950988 0.012501886618086192 0.010113160770687905 0.0064386249339828221 0.007041084459106145 0.010217186463062468 0.010356572755578318 0.017258183653309143 0.00043931340980397335 0.0097283433891828287 0.013663896136115043 0.013768927824876891 0.0096292188746757157 0.011547650714974746 0.012882793482244245 0.0094679322050726464 0.01206902418160587 0.013654416452355274 0.011869207869730124
leaf_weight=99 87 74 59 67 63 64 52 63 55 58 64 1005 54 55 52 187 53 52 58 57
leaf_count=99 87 74 59 67 63 64 52 63 55 58 64 1005 54 55 52 187 53 52 58 57
internal_value=0 0.00645564 0.00802443 0.0128301 0.0103725 0.00629655 0.0131564 0.0132811 0.0133983 0.00267606 0.00809665 0.0132395 0.0155298 0.0111162 0.0118752 0.0134093 0.00814066 0.0135855 0.0126587 0.0126461
internal_weight=0 450 318 1928 226 204 1702 1635 1572 132 127 1463 109 114 162 1301 117 1057 110 244
internal_count=2378 450 318 1928 226 204 1702 1635 1572 132 127 1463 109 114 162 1301 117 1057 110 244
is_linear=0
shrinkage=0.00256124


Tree=365
num_leaves=21
num_cat=0
split_feature=1 1 123 15 3 2 2 3 2 156 1 52 52 4 4 3 13 2 13 4
split_gain=94.1728 45.8943 24.0293 25.2198 23.836 28.9539 47.3124 44.1306 16.682 20.3347 31.051 90.6787 14.9188 14.4887 12.4916 11.2303 9.69453 7.0323 4.16717 3.53722
threshold=0.10491000000000002 0.14967500000000003 1.0000000180025095e-35 -0.19301999999999997 -0.11756999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.077930000000000013 0.085885000000000017 -0.031569999999999994 0.078015000000000015 -0.101225 0.11614000000000001 -0.097514999999999977 -0.0049999999999999984 0.14363500000000004 -0.086219999999999977 0.074875000000000011 -1.0000000180025095e-35 -0.078909999999999994
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 4 3 -1 -2 -6 -7 -8 12 -10 13 -12 14 -11 17 -9 -15 19 -19 -5
right_child=1 -3 -4 8 5 6 7 15 9 10 11 -13 -14 16 -16 -17 -18 18 -20 -21
leaf_value=0.0082922370585789898 0.0055004127691836999 -0.0016920510084393555 0.0022052327226252991 0.0042294276543236699 -0.00028878270017265267 0.0061972978837750185 -0.00049383985227519599 0.0053601908265912311 0.0073350691721053556 0.0023339379911086148 0.0068606860047986939 -0.0012702383066635994 0.0035843642451753657 0.0060372549726143932 0.0077076285887892875 0.0025160009813295979 0.0047042220217424612 0.0058458141965873943 0.0073839290488272522 0.0055032897883350211
leaf_weight=58 84 52 70 91 67 92 95 63 63 53 58 75 74 163 80 70 652 209 53 123
leaf_count=58 84 52 70 91 67 92 95 63 63 53 58 75 74 163 80 70 652 209 53 123
internal_value=0 0.00266109 0.00501226 0.00512438 0.0031418 0.00262972 0.00324094 0.0020478 0.00501589 0.00464271 0.00447321 0.00227519 0.00564606 0.00480994 0.00592037 0.00386364 0.00497089 0.00561988 0.00615716 0.00496184
internal_weight=0 523 1822 1752 471 387 320 228 1694 1064 1001 133 630 868 556 133 815 476 262 214
internal_count=2345 523 1822 1752 471 387 320 228 1694 1064 1001 133 630 868 556 133 815 476 262 214
is_linear=0
shrinkage=0.00488349


Tree=366
num_leaves=23
num_cat=0
split_feature=4 3 43 3 3 43 4 3 4 13 3 13 16 3 13 16 43 13 3 3 16 133
split_gain=3868.4 1239.45 433.059 553.045 121.293 98.5972 77.2766 119.796 76.2863 74.36 60.8043 65.2447 56.5914 55.7818 59.3091 55.0841 48.9198 44.7258 34.2259 21.8106 19.1193 13.8555
threshold=0.30163500000000004 -0.06340999999999998 -0.040789999999999993 0.20828500000000003 0.31840500000000005 -0.090809999999999988 -0.37983499999999992 0.092330000000000009 0.053255000000000004 -0.013514999999999998 -0.14162499999999997 0.039845000000000012 -0.53870999999999991 -0.097574999999999981 0.102565 -0.11777499999999998 -1.0000000180025095e-35 0.0052200000000000015 -0.081184999999999993 -0.0062049999999999996 0.0055300000000000011 0.087720000000000006
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 5 6 12 -3 -4 19 10 -7 11 -1 -2 14 -12 -10 -14 18 21 -8 -20 -15
right_child=4 2 3 -5 -6 9 7 -9 15 -11 13 -13 16 17 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.039913932113792266 0.027431455606714474 0.030785837325221981 0.037078225466078661 0.025804587342167153 0.020814371514942333 0.028775933763576792 0.034018262947807743 0.030626642137951798 0.035651142042963158 0.024579744736176998 0.032248259694430306 0.036421019582513738 0.022938661867566129 0.036858849460213262 0.036027393106005286 0.032749834473854676 0.025895400219825587 0.034392311373696659 0.036005429208541023 0.035914228320335508 0.034742763750688146 0.036017128097553849
leaf_weight=54 53 53 59 58 53 52 85 58 94 59 53 100 77 467 56 79 70 92 309 76 107 181
leaf_count=54 53 53 59 58 53 52 85 58 94 59 53 100 77 467 56 79 70 92 309 76 107 181
internal_value=0 0.0348291 0.0313201 0.0329815 0.0242532 0.0279162 0.0344787 0.0337782 0.0359311 0.0265458 0.0361267 0.037646 0.0251644 0.0359417 0.0341901 0.0343264 0.0243468 0.0361069 0.0362551 0.0349134 0.0356807 0.0366238
internal_weight=0 2092 500 336 253 164 278 219 1592 111 1419 154 200 1265 109 173 147 1156 1064 161 416 648
internal_count=2345 2092 500 336 253 164 278 219 1592 111 1419 154 200 1265 109 173 147 1156 1064 161 416 648
is_linear=0
shrinkage=0.00255448


Tree=367
num_leaves=18
num_cat=0
split_feature=1 2 123 52 14 2 2 2 2 15 0 16 4 43 4 16 2
split_gain=2382.25 389.299 313.865 266.35 171.671 151.582 333.356 85.0369 69.2195 63.6654 116.607 58.1773 48.6293 45.73 39.1095 26.782 13.5204
threshold=0.10508500000000001 0.13775000000000001 1.0000000180025095e-35 -0.29521499999999995 0.062655000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.11585500000000001 0.16730000000000003 -0.15614499999999998 -0.14097999999999997 0.26391000000000003 0.0051600000000000005 -0.00013499999999999997 -0.49269499999999994 -0.054549999999999994 0.11715500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 -5 -7 9 -3 -1 -11 -9 14 -8 -12 -14 -15
right_child=1 8 -4 5 -6 6 13 11 -10 10 12 -13 15 16 -16 -17 -18
leaf_value=0.013486525468168014 0.011261683957190526 0.003827184761279326 0.0065153366154858785 0.0037451235211248871 0.014854295852059364 0.010980862303320068 0.0039796679868787299 0.0077391014430135598 0.00053280305809006497 0.0081016046073860461 0.012745484827607532 0.010821182154085155 0.010770519349065772 0.0055655923273779679 0.011278306921300428 0.0090219716958125432 0.0070604089514486271
leaf_weight=55 54 67 70 94 58 70 66 58 54 58 92 57 127 63 1189 61 52
leaf_count=55 54 67 70 94 58 70 66 58 54 58 92 57 127 63 1189 61 52
internal_value=0 0.00575888 0.0110114 0.00679043 0.0111907 0.00609051 0.00696877 0.0110655 0.00235716 0.0111962 0.0111137 0.00926694 0.0112326 0.00541701 0.0113837 0.0102033 0.00624171
internal_weight=0 520 1825 399 1755 345 251 1697 121 1582 1527 115 1469 181 1281 188 115
internal_count=2345 520 1825 399 1755 345 251 1697 121 1582 1527 115 1469 181 1281 188 115
is_linear=0
shrinkage=0.00216485


Tree=368
num_leaves=19
num_cat=0
split_feature=1 1 43 155 15 13 14 13 123 40 1 15 42 4 1 160 16 16
split_gain=99.3811 40.0471 22.941 28.471 28.1064 48.9915 20.0443 17.8135 17.2037 12.8032 14.9479 11.4768 8.67226 10.4892 11.5873 13.2862 9.86795 8.60207
threshold=0.10335000000000001 0.14967500000000003 0.0047850000000000011 0.084785000000000013 -0.015464999999999998 -0.0013449999999999996 0.076975000000000002 0.0019650000000000002 1.0000000180025095e-35 -0.077714999999999992 0.12450500000000002 -0.19301999999999997 0.10799000000000002 -0.42305999999999994 0.086920000000000011 -0.079999999999999988 -0.41163499999999992 -0.066924999999999985
decision_type=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 9 8 -7 11 -2 -11 -1 13 -13 16 -16 -15 -14
right_child=1 -3 -4 -5 -6 7 -8 -9 -10 10 -12 12 17 14 15 -17 -18 -19
leaf_value=0.0079809782592055126 0.0039337791447976288 -0.0006793190797356551 0.0068105139274320416 0.0068015672093217332 0.0002689662508740721 0.0076186582746305877 0.0085936040065900804 0.0039482388512072945 0.0030916546464244497 0.0026194611314668929 -0.00067837106676231517 0.007363165454492838 0.0054513228910064906 0.0078102753752527024 0.0029526198314340267 0.0054078501520402273 0.0057920642148106731 0.0029944869716653122
leaf_weight=53 61 52 54 53 73 70 57 57 60 78 56 94 91 61 70 208 1043 54
leaf_count=53 61 52 54 53 73 70 57 57 60 78 56 94 91 61 70 208 1043 54
internal_value=0 0.00338883 0.00381034 0.0034486 0.00299857 0.00361723 0.00574973 0.00597171 0.00565622 0.00208354 0.00124087 0.00574811 0.00567507 0.00578686 0.00567961 0.00478981 0.00590362 0.00453672
internal_weight=0 554 502 448 395 322 1791 127 1734 195 134 1674 1621 1476 1382 278 1104 145
internal_count=2345 554 502 448 395 322 1791 127 1734 195 134 1674 1621 1476 1382 278 1104 145
is_linear=0
shrinkage=0.00487087


Tree=369
num_leaves=16
num_cat=0
split_feature=4 2 124 2 14 2 48 2 4 2 1420 1429 3 51 43
split_gain=1886.33 565.064 289.197 132.776 129.868 95.093 91.6965 83.195 51.4279 47.6753 37.9753 38.9218 27.6925 27.5519 12.5857
threshold=0.30163500000000004 0.13775000000000001 -0.043384999999999993 0.10188000000000001 0.076175000000000007 0.13538500000000001 0.014805 0.086285000000000014 -0.42305999999999994 0.10045500000000002 -0.052439999999999994 0.085435000000000011 -0.065259999999999999 0.11178000000000002 -0.079584999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 10 9 8 -1 -5 -2 -4 13 14 -12 -10
right_child=5 -3 3 6 -6 -7 -8 -9 12 -11 11 -13 -14 -15 -16
leaf_value=0.0066724554941606914 0.0046966863227914605 0.0061818255099123504 0.015536318773930633 0.014608465496124363 0.017312184113104829 0.0029015031112436694 0.0095289158493876442 0.010916566763886316 0.013476478861336544 0.0074772536156362023 0.013450923595116742 0.01113722319706836 0.010275003959050115 0.011822037725900866 0.011795415901370971
leaf_weight=53 73 87 52 61 58 84 94 75 53 96 1307 55 53 74 70
leaf_count=53 73 87 52 61 58 84 94 75 53 96 1307 55 53 74 70
internal_value=0 0.012649 0.0129296 0.0131866 0.0135057 0.00515595 0.0116962 0.00915946 0.0125557 0.00627634 0.0133573 0.0132784 0.0118441 0.0133637 0.01252
internal_weight=0 2092 2005 1877 1546 253 331 128 237 169 1488 1436 176 1381 123
internal_count=2345 2092 2005 1877 1546 253 331 128 237 169 1488 1436 176 1381 123
is_linear=0
shrinkage=0.00259182


Tree=370
num_leaves=16
num_cat=0
split_feature=4 2 123 2 13 48 2 0 48 12 1452 475 3 4 3
split_gain=100.807 29.5508 27.4718 20.6861 18.5674 16.94 16.6987 24.3347 29.6155 21.0903 15.8625 8.45746 7.965 7.36897 6.81765
threshold=0.27161500000000005 0.14106500000000002 0.087260000000000018 -0.007134999999999999 -0.10899499999999999 -0.065224999999999991 0.10161500000000002 -0.080689999999999984 0.078910000000000022 -0.036614999999999988 0.087755000000000014 -0.08644499999999998 -0.059629999999999996 -0.0087849999999999977 0.011825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -5 9 8 -8 -7 11 -11 13 -9 -6
right_child=2 -3 -4 5 14 6 7 12 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0035491523883778783 -0.0015720467563423283 0.0027128899376409267 0.0063144364501901487 0.010438002850182676 0.0015552775373124036 0.01144359796755617 -0.00020725799926305023 0.0073407191886478984 0.0061871613433966159 0.0045266878399690628 0.010682065778831847 0.0071846697218132865 0.0093849033607061472 0.0045070077256518359 0.0045977969897152849
leaf_weight=73 66 73 66 69 85 55 56 127 77 56 57 1337 52 61 54
leaf_count=73 66 73 66 69 85 55 56 127 77 56 57 1337 52 61 54
internal_value=0 0.00689713 0.00255922 0.0070483 0.00134988 0.00717946 0.0070597 0.00579132 0.00349424 0.00737401 0.0072196 0.00707787 0.00706399 0.00642165 0.00273778
internal_weight=0 2093 271 2020 205 1947 1878 373 133 1505 1450 1393 240 188 139
internal_count=2364 2093 271 2020 205 1947 1878 373 133 1505 1450 1393 240 188 139
is_linear=0
shrinkage=0.00669171


Tree=371
num_leaves=24
num_cat=0
split_feature=1 4 2 3 2 43 52 52 1 14 13 43 2 42 13 4 15 4 1 51 15 4 52
split_gain=1322.61 177.226 148.902 109.808 76.2637 67.0325 66.345 129.431 74.6701 59.1597 33.1148 39.9051 30.1685 18.673 18.3659 17.1129 16.4761 13.9298 12.8557 6.21341 6.46794 5.74705 5.01711
threshold=0.10808500000000001 0.27287000000000006 0.099675000000000014 -0.069254999999999997 -1.0000000180025095e-35 -0.065409999999999982 -0.41304999999999997 0.044705000000000002 0.084795000000000023 0.062655000000000016 -0.10899499999999999 -0.072864999999999985 0.092235000000000025 1.0000000180025095e-35 -0.054464999999999993 -0.00027999999999999998 -0.066639999999999991 0.0051600000000000005 0.097555000000000017 0.08870500000000002 -0.094124999999999986 -0.039459999999999995 0.033770000000000008
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 3 4 -2 -1 -5 18 8 -8 12 -3 -12 13 19 17 21 -9 -15 -4 20 -6 22 -14
right_child=1 10 6 5 9 -7 7 16 -10 -11 11 -13 15 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0079793750639715992 0.0097813519464843689 0.0021881034821976605 0.01004234126151347 0.0033603061026683039 0.010563302710358911 0.0070571580882773403 0.0085164220190009163 0.011452843418313602 0.0048817861328595575 0.013471677378215471 0.0029579268636026734 0.0057370949998135513 0.009621707937645262 0.011063589212981194 0.0093079680543891805 0.0090561171543240195 0.0096097827257254822 0.0096629576928905017 0.011812493696630871 0.012356946575161964 0.011522598827558694 0.011285707880927729 0.010713871018616431
leaf_weight=60 71 69 65 52 58 101 85 52 74 66 69 76 54 547 53 79 99 55 52 53 355 52 67
leaf_count=60 71 69 65 52 58 101 85 52 74 66 69 76 54 547 53 79 99 55 52 53 355 52 67
internal_value=0 0.00541831 0.0105098 0.00706268 0.0109023 0.0058009 0.00913163 0.0084908 0.00682501 0.0110242 0.00369697 0.00441479 0.0109065 0.0110926 0.010804 0.0100785 0.0102447 0.0109357 0.0108293 0.0114982 0.0113879 0.0105452 0.0102267
internal_weight=0 438 1926 224 1499 153 427 310 159 1439 214 145 1373 1121 655 252 151 602 117 466 413 173 121
internal_count=2364 438 1926 224 1499 153 427 310 159 1439 214 145 1373 1121 655 252 151 602 117 466 413 173 121
is_linear=0
shrinkage=0.00264456


Tree=372
num_leaves=21
num_cat=0
split_feature=10 10 2 2 52 16 133 159 3 43 159 52 13 47 3 484 13 43 43 133
split_gain=71.1058 59.2212 39.6385 39.485 34.4537 55.2629 46.7602 34.9354 28.7525 19.7256 16.2204 15.4301 12.4272 10.9952 12.3387 9.7479 7.62103 7.18588 14.0247 8.83876
threshold=-1.0000000180025095e-35 0.058500000000000003 -0.013254999999999998 0.092235000000000025 -0.41304999999999997 -0.0092499999999999978 0.0024650000000000006 0.092960000000000015 -0.059629999999999996 -0.11227499999999999 -0.087734999999999994 -0.029869999999999997 0.00023500000000000005 0.085270000000000026 -0.13392999999999997 -0.0091899999999999985 0.034905000000000012 0.0035900000000000007 0.091510000000000022 0.052820000000000013
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 3 -1 8 16 9 7 -7 13 -6 -11 -10 -12 14 -2 -15 -5 19 -19 -16
right_child=1 -3 -4 4 5 6 -8 -9 11 10 12 -13 -14 15 17 -17 -18 18 -20 -21
leaf_value=0.0044738024746523069 0.0087740142378870383 -0.00067823970266830264 -0.0024001036563243414 0.0083330985374162198 0.0087576680306681205 -0.002544803995944481 0.0053486233383422729 0.0036217388977134658 0.0068939274947387484 0.0079859805687199272 0.0048261598059865631 0.010965221756138446 0.001711450733795883 0.0066347738128047003 0.0068636835009872766 0.0034085774171012076 0.0055975143750139336 0.003409136272644755 0.0073407796563083865 0.0055519084018495193
leaf_weight=57 66 56 67 95 52 96 81 52 68 53 368 69 54 52 434 102 62 93 52 335
leaf_count=57 66 56 67 95 52 96 81 52 68 53 368 69 54 52 434 102 62 93 52 335
internal_value=0 0.0054735 0.000759154 0.00563127 0.00466971 0.00413311 0.00164746 -0.000377744 0.00632193 0.00521308 0.00482491 0.00894491 0.00442775 0.00600499 0.00624168 0.00449836 0.00725322 0.00605874 0.00481955 0.00629232
internal_weight=0 2240 124 2184 913 756 229 148 1271 527 475 137 422 1134 980 154 157 914 145 769
internal_count=2364 2240 124 2184 913 756 229 148 1271 527 475 137 422 1134 980 154 157 914 145 769
is_linear=0
shrinkage=0.00605932


Tree=373
num_leaves=17
num_cat=0
split_feature=10 15 0 50 51 15 147 16 132 157 475 15 15 16 52 16
split_gain=49.1882 43.4898 41.5265 22.6205 27.7225 18.3874 16.31 13.9842 13.5524 10.5158 13.792 10.2606 10.1778 7.98037 2.87897 3.95849
threshold=-1.0000000180025095e-35 -0.45015499999999992 -0.066044999999999979 1.0000000180025095e-35 0.07955000000000001 0.084315000000000015 0.089365000000000014 -0.038799999999999994 0.082230000000000011 -0.084489999999999996 -0.083709999999999993 -0.023464999999999996 -0.091934999999999989 -0.071854999999999988 0.074235000000000009 -0.083479999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 8 12 9 -3 -11 -10 -5 14 15 -14
right_child=1 3 -4 7 5 -7 -8 -9 11 10 -12 -13 13 -15 -16 -17
leaf_value=0.0035819637103578924 0.00043147863844297595 0.0064575478380102282 -0.0028413496096955089 0.0069388069675615019 9.8137841497187947e-06 0.0038950648938407212 0.0016533292681242021 0.0072345412750084463 0.0042252020551042779 0.0020995104351208002 0.0045665601624308846 0.0012564978535799308 0.0064426293769004606 0.0028175489307709005 0.0039864738876921255 0.0046597748865380038
leaf_weight=66 92 83 58 62 83 68 71 101 72 74 1169 71 64 69 65 96
leaf_count=66 92 83 58 62 83 68 71 101 72 74 1169 71 64 69 65 96
internal_value=0 0.00416105 0.000577034 0.00432076 0.00402517 0.00175985 0.00424724 0.00541442 0.00437257 0.00454734 0.00441974 0.00275164 0.00489787 0.00446726 0.00497291 0.00537329
internal_weight=0 2240 124 2148 1691 151 1540 457 1469 1326 1243 143 356 294 225 160
internal_count=2364 2240 124 2148 1691 151 1540 457 1469 1326 1243 143 356 294 225 160
is_linear=0
shrinkage=0.00553839


Tree=374
num_leaves=24
num_cat=0
split_feature=1 2 12 1 3 4 3 12 3 3 4 2 4 11 16 1 52 2 3 16 16 16 393
split_gain=1659.64 221.7 171.72 217.05 147.254 111.467 67.8617 60.8244 44.007 42.5919 38.1528 35.1295 32.5889 32.2683 24.7557 20.2658 18.4871 16.4202 11.0052 8.25564 10.782 7.81504 5.40219
threshold=0.10892500000000001 0.16730000000000003 0.077755000000000005 0.088595000000000021 -0.036004999999999988 0.24099500000000004 0.31400500000000003 0.11721500000000001 0.096440000000000012 0.077930000000000013 0.052250000000000012 0.092235000000000025 0.024315000000000003 1.0000000180025095e-35 0.0055300000000000011 0.088415000000000007 1.0000000180025095e-35 0.090050000000000005 0.083605000000000013 0.092980000000000021 0.27776000000000006 -0.087829999999999978 0.088965000000000002
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 4 3 12 5 -2 9 10 11 -6 13 -5 18 14 17 -15 -12 22 -1 -16 -21 -19 -4
right_child=1 -3 7 8 6 -7 -8 -9 -10 -11 16 -13 -14 15 19 -17 -18 21 -20 20 -22 -23 -24
leaf_value=0.014557370659879656 0.011137873995128746 0.00028362309973149622 0.013032899523343668 0.0085936087019622878 0.0047823777006149428 0.005808264266028991 0.0022941351758001272 0.0099781585238428901 0.0099836012661146008 0.0076244912100458676 0.010591279220519717 0.0053513398862832847 0.010875414721594305 0.015469017102696415 0.011088484700716361 0.013029300340008097 0.012523182258981807 0.011216848552772295 0.012684531328757199 0.01296371218268226 0.011250845538152476 0.012510357708103197 0.013951594608336662
leaf_weight=56 83 54 736 57 101 56 53 74 65 81 101 57 54 62 83 55 73 53 52 78 53 167 60
leaf_count=56 83 54 736 57 101 56 53 74 65 81 101 57 54 62 83 55 73 53 52 78 53 167 60
internal_value=0 0.00581161 0.0121618 0.0102816 0.00660969 0.00899092 0.00520109 0.0125637 0.00806625 0.00604745 0.0126895 0.00697275 0.0127293 0.0128558 0.0127163 0.0143224 0.011402 0.0129066 0.0136559 0.0118125 0.012271 0.0121989 0.0131022
internal_weight=0 428 1936 341 374 139 235 1595 179 182 1521 114 162 1347 1230 117 174 1016 108 214 131 220 796
internal_count=2364 428 1936 341 374 139 235 1595 179 182 1521 114 162 1347 1230 117 174 1016 108 214 131 220 796
is_linear=0
shrinkage=0.00291823


Tree=375
num_leaves=21
num_cat=0
split_feature=4 123 11 12 12 43 15 4 15 12 4 4 12 42 4 51 49 43 47 15
split_gain=1426.67 381.704 137.143 115.143 101.791 94.8075 85.42 79.3042 122.479 69.0491 60.7727 47.5258 45.1405 40.871 24.997 19.9568 18.1247 15.8941 11.0825 6.76104
threshold=0.30163500000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.054520000000000006 0.095175000000000023 -0.012149999999999999 -0.42759999999999992 -0.031874999999999994 -0.086849999999999997 0.095165000000000013 0.5137400000000002 0.42098500000000005 -0.08947999999999999 0.12253000000000001 0.0015850000000000003 -0.095799999999999982 -0.081334999999999977 -0.015804999999999996 0.09585500000000001 -0.066639999999999991
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 2 3 5 15 -1 10 -7 -9 -4 -2 -8 -3 14 17 -5 -17 -6 -18 -16
right_child=6 12 9 4 13 7 11 8 -10 -11 -12 -13 -14 -15 19 16 18 -19 -20 -21
leaf_value=0.0065534244950478373 0.0082313986591522337 0.008507032390654359 0.015532583444461338 0.010511739632668901 0.011839990733443146 0.01216765175569148 0.0046365041154141562 0.011370841952229442 0.0063119114068650468 0.011842519507954915 0.0045964950868809 0.0014482457001191893 0.005391089757513211 0.0084065228322608033 0.010410447598762839 0.010531298247430534 0.012187342391325184 0.01046479850503523 0.011076363718423417 0.0092400895493622171
leaf_weight=52 55 58 80 62 144 103 68 73 59 61 73 60 70 57 77 52 954 96 66 61
leaf_count=52 55 58 80 62 144 103 68 73 59 61 73 60 70 57 77 52 954 96 66 61
internal_value=0 0.0111736 0.0114537 0.0112651 0.0115432 0.00974427 0.00465051 0.0104502 0.00910986 0.0139364 0.00615859 0.00314223 0.00680322 0.0104692 0.0107802 0.0119552 0.0120387 0.01129 0.0121155 0.00989332
internal_weight=0 2125 1997 1856 1569 287 256 235 132 141 128 128 128 435 378 1134 1072 240 1020 138
internal_count=2381 2125 1997 1856 1569 287 256 235 132 141 128 128 128 435 378 1134 1072 240 1020 138
is_linear=0
shrinkage=0.00261034


Tree=376
num_leaves=16
num_cat=0
split_feature=4 11 157 157 376 2 4 0 0 157 13 133 4 13 484
split_gain=62.1055 31.8618 36.0852 80.3407 24.9107 22.3992 21.8724 34.4503 18.049 17.5805 16.1373 12.3541 11.6136 9.76717 2.72079
threshold=0.30163500000000004 0.077290000000000011 -0.07797999999999998 -0.082509999999999986 0.080200000000000007 0.095935000000000006 0.45363500000000007 -0.071519999999999986 -0.18087499999999998 -0.10151999999999999 -0.16152999999999998 0.087950000000000014 -0.013929999999999998 0.18997000000000003 0.083175000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 8 -3 -2 -8 -4 -1 -10 13 -13 -12 -11
right_child=6 5 4 -5 -6 -7 7 -9 10 14 11 12 -14 -15 -16
leaf_value=0.002010180900207098 -0.00066518414518194674 0.010754692396248143 0.0085882048892872449 -0.0037770356743514625 0.0017026836498766791 0.0056432431627052963 0.0059763551813434871 0.00044810194770831662 0.002201021796837481 0.0070029347287272102 0.0054148389759419132 0.0050565069878639544 0.0029734723055504192 0.0080657951637144835 0.0050568154330542158
leaf_weight=63 89 56 56 57 79 73 79 88 69 55 1073 287 151 54 52
leaf_count=63 89 56 56 57 79 73 79 88 69 55 1073 287 151 54 52
internal_value=0 0.00493531 0.00474609 0.00246489 0.00503878 0.00786267 0.00176705 0.00306365 0.00519469 0.00455816 0.00507835 0.00520516 0.00433853 0.00554192 0.00605776
internal_weight=0 2125 1996 227 1769 129 256 167 1690 170 1634 1565 438 1127 107
internal_count=2381 2125 1996 227 1769 129 256 167 1690 170 1634 1565 438 1127 107
is_linear=0
shrinkage=0.00607604


Tree=377
num_leaves=17
num_cat=0
split_feature=97 149 1 51 2 3 51 3 13 2 13 40 401 43 2 13
split_gain=43.1602 49.9415 33.2715 31.2032 27.9132 9.33498 11.962 15.6999 15.9152 18.4407 8.69039 13.5504 9.54526 7.0664 7.67123 7.30467
threshold=-1.0000000180025095e-35 0.07770500000000001 0.109225 0.10446500000000002 0.13752500000000004 0.10924500000000002 -0.22361999999999996 -0.107915 -0.006219999999999999 0.099675000000000014 -0.089624999999999982 -1.0000000180025095e-35 0.090205000000000021 -0.078564999999999982 0.11517500000000001 -0.071244999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 13 6 -2 8 -8 -10 12 -12 -9 -4 15 -15
right_child=1 -3 3 -5 -6 -7 7 10 9 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0014781934261897396 0.0057740386818797102 0.0088860304675912206 0.00053532211800935041 0.0055122769333990672 -0.0015990118568374866 0.0014916226587261125 -5.2950612655806688e-05 0.0018464626009574447 0.0050421367797552283 0.0010315935372302246 0.0063669976609807147 0.0039834681157522268 0.0046264859171262123 0.0022668386835974575 0.0012544502664693917 0.0052181409582542793
leaf_weight=53 100 56 57 65 81 53 62 115 85 63 80 1284 59 53 62 53
leaf_count=53 100 56 57 65 81 53 62 115 85 63 80 1284 59 53 62 53
internal_value=0 0.00364615 0.00351697 0.00197831 0.00122743 0.00381723 0.00388389 0.00377573 0.00233471 0.00333535 0.00397244 0.00412331 0.00278946 0.00224521 0.002825 0.00374306
internal_weight=0 2328 2272 371 306 1901 1848 1748 210 148 1538 1364 174 225 168 106
internal_count=2381 2328 2272 371 306 1901 1848 1748 210 148 1538 1364 174 225 168 106
is_linear=0
shrinkage=0.00561583


Tree=378
num_leaves=12
num_cat=0
split_feature=31 149 16 39 14 49 3 1429 160 15 3
split_gain=31.2036 34.3852 24.7376 20.2722 32.0724 15.8653 23.8248 9.84055 54.0789 8.77384 3.16126
threshold=-1.0000000180025095e-35 0.07770500000000001 -0.51287499999999986 0.099745000000000014 -1.0000000180025095e-35 0.11580500000000001 -0.076254999999999989 0.084690000000000015 -0.065924999999999997 -0.23001499999999997 -0.0063999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 -4 7 -7 9 -9 -6 -2
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.00085077260905932854 0.0011036014732015429 0.0063296401825311483 0.005449443110525848 0.00022076266525770098 0.001139381455028969 0.0031635078605009156 -0.0012397365209532198 -0.0021810608102421592 0.004402171962572205 0.0028552382400119551 -0.00051238827243811429
leaf_weight=62 57 56 95 78 72 54 60 54 62 1676 55
leaf_count=62 57 56 95 78 72 54 60 54 62 1676 55
internal_value=0 0.002606 0.00251384 0.00262859 0.00271916 0.002588 0.00084556 0.00269454 0.00133712 0.00278459 0.000309577
internal_weight=0 2319 2263 2151 2073 1978 114 1864 116 1748 112
internal_count=2381 2319 2263 2151 2073 1978 114 1864 116 1748 112
is_linear=0
shrinkage=0.00480964


Tree=379
num_leaves=23
num_cat=0
split_feature=4 16 51 15 40 51 0 15 0 16 0 0 4 0 51 16 159 16 4 1 1 16
split_gain=28.1254 27.5045 30.7178 28.7199 20.649 15.5766 14.5408 27.2601 14.4132 12.6388 38.7703 10.8352 10.6276 38.7503 21.3677 12.2642 16.4961 15.5979 14.8322 9.93453 9.76546 4.02336
threshold=0.036620000000000007 -0.14483499999999996 -0.40771999999999992 -0.094449999999999992 -0.075219999999999981 -0.23644499999999999 -0.10891999999999999 -0.029334999999999996 -0.092319999999999985 -0.50690499999999983 -0.11692999999999999 -0.16242999999999996 -0.47860499999999995 0.036480000000000005 -0.04652499999999999 0.0055300000000000011 1.0000000180025095e-35 -0.0083249999999999973 -0.0057949999999999989 0.10384000000000002 0.096515000000000004 -0.41863499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 8 -2 -1 7 -7 -4 11 -11 -6 14 15 -8 17 20 19 -19 -14 -17 -12
right_child=1 2 3 -5 9 6 12 -9 -10 10 21 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23
leaf_value=0.0054777307320870378 -0.00049012401642481462 0.0027622887094339347 0.0019974513789399288 -0.0046020045034521366 -0.00010348423832804057 0.0028806744747788887 0.0018601244449630845 -0.0015346930753770641 -0.0016712551589464146 0.007721152894450245 0.0010486636487076484 0.0030680810512985408 0.0028956290449375661 -0.0018886343509752909 0.0062197210948994469 0.0016852856624152161 -0.0009088403103199432 0.0032090289732111727 0.0065475261636930683 0.00048618331250635424 0.0043044680519438074 0.0031290734540205889
leaf_weight=55 62 79 61 52 56 98 60 68 62 52 54 69 911 53 70 145 54 93 65 52 57 53
leaf_count=55 62 79 61 52 56 98 60 68 62 52 54 69 911 53 70 145 54 93 65 52 57 53
internal_value=0 0.00132781 -1.10217e-05 -0.0012633 0.00231081 0.00266947 0.00257995 0.00107163 0.00014772 0.00292248 0.00392505 0.00164676 0.00274042 0.00260696 0.00420804 0.00278003 0.00172126 0.00302177 0.00458282 0.00276558 0.00242465 0.00207968
internal_weight=0 600 254 175 346 1781 1726 166 123 284 159 125 1560 1430 130 1377 256 1121 158 963 202 107
internal_count=2381 600 254 175 346 1781 1726 166 123 284 159 125 1560 1430 130 1377 256 1121 158 963 202 107
is_linear=0
shrinkage=0.00535859


Tree=380
num_leaves=17
num_cat=0
split_feature=2 15 123 2 2 0 14 2 15 0 15 0 42 0 52 133
split_gain=879.302 501.011 215.208 167.521 146.477 139.761 107.816 83.8728 63.2789 42.3558 82.2059 28.7428 24.1673 20.4153 27.2767 17.247
threshold=0.12051500000000002 -0.37478999999999996 1.0000000180025095e-35 0.14870000000000003 0.10222000000000002 -0.13740499999999997 0.062655000000000016 0.087470000000000006 -0.091059999999999988 -0.11073999999999999 -0.097984999999999989 -0.079249999999999987 0.088060000000000013 0.10798500000000001 0.044705000000000002 -0.035819999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 6 -6 9 -4 -2 10 -3 12 -11 14 -7 -13
right_child=3 2 7 -5 5 13 -8 -9 -10 11 -12 15 -14 -15 -16 -17
leaf_value=0.0026595287522221166 0.0042133958721595277 0.012595216247380829 0.0037573833142283517 0.00095165881670214426 0.0055242223539270869 0.0087542699813650555 0.015489942202552778 0.0091842999881072956 0.0080674235661857066 0.012063556495221355 0.0074346429615383793 0.0092191851762581829 0.010922587857837215 0.01208118052585859 0.011301995244148041 0.011047279336163588
leaf_weight=78 81 53 54 92 81 99 65 61 91 737 75 61 251 54 74 357
leaf_count=78 81 53 54 92 81 99 65 61 91 737 75 61 251 54 74 357
internal_value=0 0.010545 0.0108492 0.00440546 0.0111032 0.00910054 0.011489 0.0066363 0.00625264 0.0113194 0.00957171 0.0114785 0.0117737 0.0103765 0.00984424 0.0107806
internal_weight=0 2100 2022 264 1907 308 1599 115 172 1534 128 1406 988 227 173 418
internal_count=2364 2100 2022 264 1907 308 1599 115 172 1534 128 1406 988 227 173 418
is_linear=0
shrinkage=0.00317059


Tree=381
num_leaves=17
num_cat=0
split_feature=15 3 40 14 2 0 10 2 15 150 14 16 49 0 50 16
split_gain=851.317 618.358 294.243 152.381 107.598 113.161 81.8138 59.7009 59.1245 46.702 44.2533 76.8311 26.0055 25.2886 21.6032 14.6631
threshold=-0.2987999999999999 0.11372500000000001 -0.075779999999999986 0.062655000000000016 0.090000000000000011 -0.12608499999999997 -1.0000000180025095e-35 0.13194500000000003 -0.044164999999999989 0.085825000000000012 -0.41790499999999997 -0.44010499999999991 0.099620000000000014 -0.076539999999999983 0.089465000000000017 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 6 4 9 -6 -2 12 -3 13 -1 -12 -7 15 -15 -4
right_child=1 8 3 -5 5 7 -8 -9 -10 -11 11 -13 -14 14 -16 -17
leaf_value=0.0052166262067175583 0.0036676208624041441 0.0055470600172301829 0.010843784475430969 0.012675438973525867 0.0061377890206937603 0.0093192934584618546 0.007298977748344578 0.0065642307637432179 0.0025403181569254724 0.008196680149692279 0.0044828554945651215 0.00075619942907685276 0.0080795768794182671 0.0083125460732686157 0.0099790809007785294 0.0098693894220816657
leaf_weight=53 53 71 90 69 89 476 82 53 65 102 60 55 108 98 69 771
leaf_count=53 53 71 90 69 89 476 82 53 65 102 60 55 108 98 69 771
internal_value=0 0.0088133 0.00912379 0.00935172 0.00922814 0.00854383 0.00587351 0.00887995 0.00411019 0.00966777 0.0034946 0.00270075 0.00909007 0.00981372 0.00900126 0.00997127
internal_weight=0 2196 2060 1925 1856 726 135 637 136 1130 168 115 584 1028 167 861
internal_count=2364 2196 2060 1925 1856 726 135 637 136 1130 168 115 584 1028 167 861
is_linear=0
shrinkage=0.00227713


Tree=382
num_leaves=28
num_cat=0
split_feature=12 2 2 2 2 12 16 2 11 16 16 51 2 42 16 52 123 12 16 42 2 42 16 2 42 16 42
split_gain=1654.81 706.257 465.571 487.697 171.614 136.56 106.829 81.9765 78.5454 74.7974 74.1736 34.7859 33.4114 52.8612 23.751 35.2049 21.5325 12.8066 12.3759 11.3499 12.9678 11.2164 6.29433 6.90394 3.98148 2.29157 2.09115
threshold=0.077755000000000005 0.13631000000000001 0.10981000000000002 0.064660000000000009 0.092235000000000025 0.093270000000000006 0.0055300000000000011 0.14794000000000004 1.0000000180025095e-35 -0.15043499999999996 -0.23071499999999998 0.11178000000000002 0.090000000000000011 0.082115000000000007 -1.0000000180025095e-35 -0.53283999999999987 0.085740000000000011 0.10321000000000001 -0.019164999999999998 0.11214000000000002 0.095620000000000011 0.088060000000000013 0.0039400000000000008 0.08486500000000001 0.090115000000000015 -0.082039999999999988 0.090115000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 9 -5 8 -6 16 12 -1 -7 14 21 -14 19 -16 18 -17 -4 20 -12 22 23 -2 -15 -23 -27
right_child=1 -3 7 4 6 10 -8 -9 -10 -11 11 -13 13 24 15 17 -18 -19 -20 -21 -22 25 -24 -25 -26 26 -28
leaf_value=0.0035913914182310763 0.011629755002506039 0.003965686545557629 0.0063148963786732277 0.011982570360225596 0.0074038027187207835 0.0079201506289860116 0.010760761298889043 0.0027427228182723478 0.013013876761075596 0.0064601315624768767 0.011499714791572619 0.0087467496198447188 0.0086442996207131365 0.011190320544694234 0.011345864702236676 0.0098819489556519653 0.0043456027451328457 0.0087150160229742708 0.0051048291233808593 0.010138011020428269 0.010424793947334549 0.01110838021310517 0.010700552415017741 0.011195670365577261 0.010524948796731489 0.01036991773361238 0.010873170411073533
leaf_weight=54 272 59 78 91 98 57 56 57 82 93 111 52 52 87 52 113 52 52 54 65 69 72 53 289 58 55 81
leaf_count=54 272 59 78 91 98 57 56 57 82 93 111 52 52 87 52 113 52 52 54 65 69 72 53 289 58 55 81
internal_value=0 0.0105562 0.00689417 0.00819745 0.00987196 0.0107887 0.00862465 0.00477424 0.0111877 0.00540645 0.0100193 0.010252 0.0110407 0.0103226 0.0104214 0.00995331 0.00540345 0.00951431 0.00582003 0.0108359 0.0110878 0.0112128 0.0113453 0.0114062 0.0109243 0.0108217 0.0106698
internal_weight=0 1731 633 392 245 1672 154 241 1101 147 571 514 1019 197 462 217 184 165 132 245 180 822 614 561 145 208 136
internal_count=2364 1731 633 392 245 1672 154 241 1101 147 571 514 1019 197 462 217 184 165 132 245 180 822 614 561 145 208 136
is_linear=0
shrinkage=0.001938


Tree=383
num_leaves=13
num_cat=0
split_feature=1375 4 2 159 1428 43 4 15 1 43 4 51
split_gain=34.6282 34.626 29.5926 26.5473 26.2357 25.9663 19.0236 14.8474 17.3974 30.6587 9.54693 8.78021
threshold=-0.14438999999999999 0.26450500000000005 0.14271500000000001 0.08457000000000002 0.08653000000000001 -0.074974999999999986 0.17982000000000001 0.12061000000000001 0.10124500000000002 -0.013199999999999998 0.50230500000000011 0.11178000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -3 7 8 11 -10 -7 -2
right_child=1 3 -4 -5 -6 10 -8 -9 9 -11 -12 -13
leaf_value=-0.00139139245263413 0.0044425717837138726 -0.0027675457228720692 -3.4951668081098524e-05 0.0048444974401898912 0.0089153404184436676 0.00080629475753104315 0.0080855388904572285 0.0074124712257287858 0.00015955554197034602 0.0051309856496169577 0.0043090713082397951 0.0022988136610443016
leaf_weight=52 1485 66 65 90 54 83 55 59 120 94 55 86
leaf_count=52 1485 66 65 90 54 83 55 59 120 94 55 86
internal_value=0 0.00398587 0.00429035 0.00189571 0.00443434 0.000594428 0.00430688 0.00419414 0.00408772 0.00234359 0.00220283 0.00432526
internal_weight=0 2312 2018 294 1953 204 1899 1844 1785 214 138 1571
internal_count=2364 2312 2018 294 1953 204 1899 1844 1785 214 138 1571
is_linear=0
shrinkage=0.00651775


Tree=384
num_leaves=15
num_cat=0
split_feature=3 15 14 15 16 48 48 49 15 0 0 49 2 49
split_gain=33.4142 38.9777 36.052 23.686 19.8185 14.7158 14.0463 11.8619 23.8612 21.1221 24.8546 12.3358 6.9389 3.90936
threshold=0.11745500000000002 -0.03886499999999999 0.062655000000000016 -0.40312499999999996 -0.41574999999999995 -0.078514999999999988 0.014805 -0.05307499999999999 -0.091604999999999978 -0.14822499999999997 -0.12118 0.097940000000000013 0.096325000000000008 -0.084294999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 -5 -2 8 -7 -9 -11 -12 13 -10
right_child=1 -3 -4 5 -6 7 -8 9 12 10 11 -13 -14 -15
leaf_value=0.0029610655802423873 0.004500979721341127 -0.003930886403678592 0.007438000807117779 0.00054371277848832568 -0.0020797344604622384 -0.0015501447752462967 0.0002552663895287803 0.0074523717893136528 0.0012152977338894852 -0.00074081735657288304 0.003777508431889206 0.0020963277620567652 0.0049937694351673678 0.0034961436773514546
leaf_weight=60 61 54 77 73 60 54 59 52 60 53 1399 191 55 56
leaf_count=60 61 54 77 73 60 54 59 52 60 53 1399 191 55 56
internal_value=0 0.000444555 0.0032688 0.00311684 0.000440114 0.00327797 0.00241406 0.0033819 0.00204319 0.00355956 0.00343632 0.0035756 0.00317831 0.00231697
internal_weight=0 174 2190 2113 120 1993 120 1920 225 1695 1643 1590 171 116
internal_count=2364 174 2190 2113 120 1993 120 1920 225 1695 1643 1590 171 116
is_linear=0
shrinkage=0.00620213


Tree=385
num_leaves=28
num_cat=0
split_feature=12 12 15 13 16 150 16 51 51 16 16 15 12 150 15 0 16 51 1447 151 157 51 16 51 16 13 42
split_gain=1010.99 307.689 267.47 263.73 165.986 136.652 102.252 80.2887 90.5448 70.4612 60.1172 37.6347 36.7513 26.2708 24.4466 23.9741 21.8894 13.9548 13.3704 11.5949 11.0976 10.4585 9.15238 9.09488 7.08595 5.88393 3.34452
threshold=1.0000000180025095e-35 0.099815000000000015 -0.37478999999999996 -0.28558999999999996 -0.24235499999999996 0.083435000000000023 -1.0000000180025095e-35 -0.10101999999999998 0.035765000000000012 0.26538000000000006 -0.014034999999999997 -0.46503999999999995 0.092495000000000008 0.097810000000000022 -0.035449999999999988 -0.11471499999999998 -0.28430999999999995 -1.0000000180025095e-35 -0.085709999999999995 -0.083134999999999987 -1.0000000180025095e-35 0.012085000000000002 -0.079714999999999994 -0.089539999999999995 0.081265000000000018 -0.06457499999999998 -0.054814999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 11 -4 -3 7 21 -5 10 -8 16 -1 15 -7 17 -2 -9 -14 -17 20 -20 26 -16 -21 -25 -24 -6
right_child=1 4 3 5 6 13 9 8 -10 -11 -12 -13 14 -15 22 18 -18 -19 19 23 -22 -23 25 24 -26 -27 -28
leaf_value=0.0049867939008014436 0.0097634382123358357 0.0045048622156636095 0.0032909078857283436 0.01138085404328 0.010239964137157411 0.0072158651387058074 0.0055558844300156295 0.0077258553041256936 0.010862608739319905 0.0090749343340230174 0.0060416321649814121 0.0025158881860548425 0.010118055287681315 0.0049904361591437693 0.01145717200980231 0.012057104927207215 0.0098757200693740232 0.0085672090193929917 0.012368389867107352 0.0099656700647977724 0.010942626446819263 0.0093879563594185828 0.00984369131753942 0.010916567057361827 0.011780854508651037 0.010734533156979455 0.011071460832510358
leaf_weight=90 80 53 65 69 56 63 59 52 66 66 74 54 61 54 52 74 52 67 64 52 57 55 76 685 57 90 53
leaf_count=90 80 53 65 69 56 63 59 52 66 66 74 54 61 54 52 74 52 67 64 52 57 55 76 685 57 90 53
internal_value=0 0.0103016 0.00686614 0.0076823 0.00831049 0.00834606 0.00900833 0.00915231 0.00852201 0.00741414 0.007654 0.00406038 0.0107828 0.00618896 0.0101194 0.0109975 0.00880103 0.00930648 0.0110973 0.0110196 0.011697 0.0102233 0.0105966 0.0109164 0.010983 0.0103268 0.0106445
internal_weight=0 1757 639 495 342 430 289 313 244 125 178 144 1415 117 346 1069 104 128 989 915 121 164 218 794 742 166 109
internal_count=2396 1757 639 495 342 430 289 313 244 125 178 144 1415 117 346 1069 104 128 989 915 121 164 218 794 742 166 109
is_linear=0
shrinkage=0.00233876


Tree=386
num_leaves=25
num_cat=0
split_feature=1 1 11 10 14 16 1 150 16 16 16 43 51 43 151 16 16 133 133 16 16 1 43 51
split_gain=1709.04 339.748 152.651 114.095 104.467 64.5468 45.7916 72.1881 45.4785 54.5025 38.393 36.1755 26.8764 21.2823 20.8372 14.7634 14.5437 13.4553 11.0151 8.29285 7.4302 12.8661 6.73203 5.42433
threshold=0.11695500000000002 0.10124500000000002 0.084110000000000004 -1.0000000180025095e-35 0.062655000000000016 0.034535000000000003 0.089625000000000024 0.084120000000000014 0.0055300000000000011 -0.25959999999999994 -0.0081349999999999981 -0.11741999999999998 -0.089539999999999995 -1.0000000180025095e-35 -0.085134999999999975 -0.055679999999999993 0.0063750000000000013 -0.0068049999999999994 1.0000000180025095e-35 -0.082264999999999991 -0.055679999999999993 0.094405000000000003 -1.0000000180025095e-35 -0.2661949999999999
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 4 8 -2 6 13 10 20 9 -3 14 -12 23 -5 -1 -11 -14 19 -19 -16 22 -22 -8 -13
right_child=3 2 -4 5 -6 -7 7 -9 -10 15 11 12 16 -15 17 -17 -18 18 -20 -21 21 -23 -24 -25
leaf_value=0.014849437830542694 0.00077078627518516608 0.009449124781598546 0.013424333230712156 0.0027341376150535842 0.016480259971842194 0.0075416543409015414 0.012331629947236016 0.0081880444528643608 0.010221081057588816 0.0069757244567532489 0.009863670944499494 0.011773235572770486 0.013788595128681554 0.0050987237365408113 0.013746940145064696 0.0046770878560142819 0.012344854400787836 0.011836742993076103 0.012945778050446393 0.012822556602554 0.011755037697843723 0.01381191069494973 0.010855394523284474 0.010377971997353286
leaf_weight=66 67 66 65 61 69 84 65 53 68 56 62 57 113 92 286 52 168 114 365 141 61 57 56 52
leaf_count=66 67 66 65 61 69 84 65 53 68 56 62 57 113 92 286 52 168 114 365 141 61 57 56 52
internal_value=0 0.0122176 0.00920273 0.00434574 0.0127361 0.00535625 0.0125856 0.0114654 0.0080687 0.00722734 0.0128152 0.0120674 0.0124176 0.0041562 0.013163 0.00586928 0.0129256 0.0130401 0.0126819 0.0134418 0.012192 0.0127489 0.0116487 0.0111079
internal_weight=0 2092 307 304 1785 237 1716 292 242 174 1424 452 390 153 972 108 281 906 479 427 239 118 121 109
internal_count=2396 2092 307 304 1785 237 1716 292 242 174 1424 452 390 153 972 108 281 906 479 427 239 118 121 109
is_linear=0
shrinkage=0.00310218


Tree=387
num_leaves=18
num_cat=0
split_feature=1 43 456 457 13 2 13 13 457 1 13 160 2 483 39 2 1
split_gain=62.3615 43.7759 18.7123 29.7367 17.8491 15.7115 19.5419 20.5676 16.7236 17.1955 13.7185 12.553 10.3079 8.94026 8.81502 4.61494 2.65278
threshold=0.11695500000000002 -0.084154999999999994 0.03981500000000001 0.093680000000000013 -0.33260499999999998 -0.033169999999999991 0.039845000000000012 0.087005000000000013 0.084040000000000017 0.10538500000000002 0.10506500000000002 -0.54119499999999987 0.095935000000000006 0.075345000000000009 0.087735000000000021 0.11923000000000002 0.11189500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -3 -1 8 -8 9 11 -9 -7 -12 -4 15 -6 -11
right_child=1 4 13 -5 14 6 7 10 -10 16 12 -13 -14 -15 -16 -17 -18
leaf_value=0.0059643918810371394 -0.0036734089879783376 -0.00066433071995605623 0.004062288290727749 -0.00095440821836720183 0.0046537225832087442 0.0059106997410918963 -0.00053325660699008305 0.0049671486964940016 0.0062447852529315786 0.0005069755624740528 0.0032062933665563623 0.0032670430505488072 0.00021811064811103745 0.0068661759404970097 0.00099989398624393132 0.0023668744714997916 0.002120148407440695
leaf_weight=57 58 74 94 53 52 55 82 56 55 66 71 1331 65 52 68 52 55
leaf_count=57 58 74 94 53 52 55 82 56 55 66 71 1331 65 52 68 52 55
internal_value=0 0.000561992 0.00318932 0.00304884 0.00156082 0.00316095 0.00307389 0.00173838 0.00330812 0.00320091 0.00270885 0.00337199 0.00177854 0.00506133 0.00251849 0.00351086 0.00124071
internal_weight=0 304 2092 1946 246 1893 1836 274 1562 1507 192 1386 136 146 172 104 121
internal_count=2396 304 2092 1946 246 1893 1836 274 1562 1507 192 1386 136 146 172 104 121
is_linear=0
shrinkage=0.0054199


Tree=388
num_leaves=18
num_cat=0
split_feature=1 49 14 48 1 15 47 11 156 49 42 16 131 15 40 16 42
split_gain=43.138 53.4119 51.3678 17.6447 22.8883 28.6826 42.8325 18.1189 12.4726 11.2684 12.5346 18.7031 10.4302 16.6756 9.47861 9.75317 8.48218
threshold=0.11695500000000002 -0.036809999999999996 -0.10708499999999999 -0.081079999999999985 0.089625000000000024 -0.094449999999999992 0.082095000000000015 0.077695000000000014 0.088610000000000008 -0.054509999999999996 0.083120000000000013 0.51783000000000012 0.089305000000000009 -0.41606999999999994 -0.0067649999999999993 -0.10654499999999999 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 7 6 -6 8 14 -7 11 -11 13 -3 -5 -16 -12
right_child=1 12 3 4 5 9 -8 -9 -10 10 16 -13 -14 -15 15 -17 -18
leaf_value=0.0072741618775985757 -0.0038881403967620663 0.0023548962250689791 0.0047369175582560666 0.004749044031107541 -0.0041174539660130309 0.0035961716164760872 0.0020072511794619902 -0.00024907735188636488 0.00097911349701124053 -0.00069863574767264154 0.0038100304589166957 0.0028399306627588643 0.0030547610407095629 -0.00067366428716136742 0.0038362893743673779 0.0025154911450798287 0.0015869505579358964
leaf_weight=52 57 86 70 57 53 80 59 55 102 105 68 56 69 92 157 1068 110
leaf_count=52 57 86 70 57 53 80 59 55 102 105 68 56 69 92 157 1068 110
internal_value=0 0.000426466 0.00242024 0.00229649 0.00220974 0.00133207 -0.000890576 0.00253357 0.00264419 0.00192631 0.00153209 0.000531842 0.00142236 0.000789276 0.00277663 0.00268481 0.00243651
internal_weight=0 304 2092 2040 1970 531 112 1439 1384 419 339 161 247 178 1282 1225 178
internal_count=2396 304 2092 2040 1970 531 112 1439 1384 419 339 161 247 178 1282 1225 178
is_linear=0
shrinkage=0.00494508


Tree=389
num_leaves=29
num_cat=0
split_feature=1 52 1 2 2 1 12 12 3 42 132 11 156 13 4 2 52 12 4 49 12 4 4 2 12 52 133 12
split_gain=2850.38 555.083 363.001 221.734 210.386 152.921 110.659 97.0157 85.7859 76.8192 68.8596 57.3221 46.6473 31.6059 26.7089 25.5314 25.5887 23.5175 22.9445 22.7274 21.4059 10.1283 9.93763 7.55793 4.10041 3.27586 3.12243 2.97457
threshold=0.10574000000000001 -0.40809499999999993 0.12394500000000001 1.0000000180025095e-35 0.095935000000000006 0.089625000000000024 -1.0000000180025095e-35 0.087215000000000015 0.30835000000000007 0.092575000000000018 0.084605000000000014 1.0000000180025095e-35 0.0010500000000000004 -0.077849999999999989 -0.012889999999999999 0.087675000000000017 -0.067799999999999985 0.099550000000000013 0.25472500000000003 0.10271000000000001 0.083825000000000024 0.04105000000000001 -0.013125 0.092365000000000017 0.087495000000000003 0.088555000000000009 0.088115000000000013 0.093840000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 11 -6 -7 9 -4 12 15 13 -8 17 16 -1 -15 -5 -16 -18 23 27 24 -17 -22 -25 -9
right_child=1 2 8 18 6 7 10 22 -10 -11 -12 -13 -14 14 19 21 20 -19 -20 -21 25 -23 -24 26 -26 -27 -28 -29
leaf_value=0.008119532535208366 0.0086926253769591399 0.0064095368204264008 0.0027409217283437797 0.0018109303042699338 0.0049715230877166476 0.0053833553364496479 0.0084687209720908287 0.0084911820408849429 -0.0009272996910418762 -4.855482998414212e-05 0.0054570233158713474 0.010572723507128514 0.009195674879175289 0.0086710064724180268 0.005532660982333416 0.0089769199732138323 0.01000760472003347 0.0068767103434869059 0.0032888539663222991 0.0072234952669879993 0.0090807925971960208 0.0076216583451430026 0.0072399568638637432 0.007762577109265317 0.0085010455933289958 0.0086668699740603747 0.0084155795413404615 0.0079444371446689994
leaf_weight=98 58 91 84 61 73 71 80 69 73 60 52 65 67 52 52 102 90 52 96 62 326 52 52 55 185 89 52 77
leaf_count=98 58 91 84 61 73 71 80 69 73 60 52 65 67 52 52 102 90 52 96 62 326 52 52 55 185 89 52 77
internal_value=0 0.00319944 0.00251423 0.00407058 0.0081717 0.00854744 0.00711117 0.00727275 0.000735443 0.0015785 0.00748568 0.00885522 0.00777464 0.00745508 0.00708301 0.00874878 0.00900191 0.00777405 0.00271476 0.00645241 0.0091731 0.0084065 0.00795016 0.00851003 0.00867024 0.00899207 0.00808011 0.00820297
internal_weight=0 523 465 248 1873 1383 490 269 217 144 417 1114 365 298 218 1049 603 104 157 114 505 446 198 394 287 415 107 146
internal_count=2396 523 465 248 1873 1383 490 269 217 144 417 1114 365 298 218 1049 603 104 157 114 505 446 198 394 287 415 107 146
is_linear=0
shrinkage=0.0018831


Tree=390
num_leaves=20
num_cat=0
split_feature=2 15 39 2 13 15 0 2 0 15 15 1420 0 133 2 2 133 42 159
split_gain=920.001 498.676 219.07 200.942 116.9 89.5811 74.1644 73.2582 72.7848 97.5219 190.732 29.392 30.6517 31.4095 22.234 16.5091 11.425 10.4884 8.49891
threshold=0.11366500000000002 -0.2987999999999999 0.081875000000000017 0.15630500000000003 -0.16392499999999996 -0.37478999999999996 -0.079249999999999987 -1.0000000180025095e-35 -0.10891999999999999 -0.10556999999999998 0.035560000000000008 -0.078734999999999986 -0.076539999999999983 -0.006304999999999999 0.09678500000000001 0.087675000000000017 0.089135000000000006 0.088200000000000014 0.0096550000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -2 -6 -7 -4 9 -3 -11 -10 15 -14 -15 17 -8 -13 -17
right_child=3 2 7 -5 5 6 16 -9 11 10 -12 12 13 14 -16 18 -18 -19 -20
leaf_value=0.0011246995210097348 0.00083987749608930423 0.010219390570796594 0.0028222076027393404 -0.00056835781237078481 0.0024000575469561025 0.003599868943152746 0.008017863096198832 0.0067237322765172549 0.010799762548918889 0.0036516260410410549 0.0094832911343144324 0.0094872702179828686 0.0062254909321780667 0.0078937437609129853 0.0092679743685828882 0.0084483721989637075 0.0063883660663695647 0.0086981344726322716 0.0094878262304893789
leaf_weight=70 52 58 55 70 59 55 73 93 55 93 71 509 52 206 144 349 54 160 68
leaf_count=70 52 58 55 70 59 55 73 93 55 93 71 509 52 206 144 349 54 160 68
internal_value=0 0.00814829 0.00840528 0.00350922 0.00448348 0.00526953 0.00619959 0.00527403 0.00866783 0.00723287 0.00617648 0.00887426 0.00880307 0.00817035 0.00845922 0.00903726 0.00732523 0.00929858 0.00861794
internal_weight=0 1983 1913 363 293 241 182 148 1765 222 164 1543 1488 402 350 1086 127 669 417
internal_count=2346 1983 1913 363 293 241 182 148 1765 222 164 1543 1488 402 350 1086 127 669 417
is_linear=0
shrinkage=0.00267901


Tree=391
num_leaves=19
num_cat=0
split_feature=1 3 3 4 124 3 11 1 4 52 3 43 3 12 1 1 52 16
split_gain=1882.7 423.038 157.734 157.075 151.157 111.733 78.5218 72.1751 54.4158 43.8823 28.604 26.9067 22.8767 23.7011 15.6034 14.2921 12.574 12.0328
threshold=0.10335000000000001 -0.069254999999999997 0.31534000000000006 0.36766000000000004 -0.080389999999999989 0.077930000000000013 0.077415000000000012 0.12072500000000001 0.054560000000000004 1.0000000180025095e-35 -0.13088999999999998 -1.0000000180025095e-35 0.091170000000000015 0.088125000000000023 0.088735000000000022 0.11453000000000001 -1.0000000180025095e-35 0.0086100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 15 -1 7 8 -3 10 11 -6 -10 13 14 -12 -2 -7 -15
right_child=1 2 -4 -5 6 16 -8 -9 9 -11 12 -13 -14 17 -16 -17 -18 -19
leaf_value=0.0068550012039503526 0.011141945012031413 0.0047285002263225805 0.00018681041957061724 0.005211881536968237 0.0090034532009336532 0.0072415017423713736 0.013135277440741883 0.0014588956896093477 0.0094554442859869029 0.010716829330393253 0.011385523370893555 0.006945734715649886 0.0094467992449409968 0.010755370053463126 0.0099323175828520301 0.0093039612380780533 0.0055482247639114081 0.0099582505927161315
leaf_weight=68 55 88 71 63 58 54 81 85 58 82 561 52 74 576 52 54 59 155
leaf_count=68 55 88 71 63 58 54 81 85 58 82 561 52 74 576 52 54 59 155
internal_value=0 0.00513331 0.00356267 0.00839316 0.0105572 0.00440064 0.0107011 0.0031222 0.0105829 0.00931473 0.0107478 0.00826928 0.0108191 0.0108947 0.0112623 0.0102316 0.00635764 0.0105864
internal_weight=0 529 357 172 1817 286 1749 173 1668 192 1476 110 1418 1344 613 109 113 731
internal_count=2346 529 357 172 1817 286 1749 173 1668 192 1476 110 1418 1344 613 109 113 731
is_linear=0
shrinkage=0.00253017


Tree=392
num_leaves=19
num_cat=0
split_feature=1 3 3 124 3 1 1 11 3 0 1 0 15 49 3 3 43 15
split_gain=2465.51 528.602 177.691 142.857 110.156 83.3612 80.1184 70.1809 90.1787 51.6562 74.0625 39.5876 26.329 20.5154 13.3701 13.2626 12.4934 7.50401
threshold=0.10335000000000001 -0.069254999999999997 0.31534000000000006 -0.080389999999999989 0.077930000000000013 0.11726500000000001 0.11771500000000001 1.0000000180025095e-35 -0.12077499999999998 -0.10490499999999998 0.087070000000000022 -0.079249999999999987 -0.046449999999999998 0.097940000000000013 0.13772500000000001 0.0065900000000000012 0.074650000000000008 0.093935000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 -1 6 12 -3 8 -5 10 -10 13 -2 17 -6 16 -13 -11
right_child=1 2 -4 7 14 -7 -8 -9 9 11 -12 15 -14 -15 -16 -17 -18 -19
leaf_value=0.0078539717634981687 0.0090230282125476867 0.005166410917492403 2.492943130481946e-05 0.0083594096990935486 0.0071531662487800988 0.0067013395264568648 0.0017308553094983264 0.013556500925807497 0.011513939132695309 0.012141148735551615 0.0078242179867243217 0.011107414515971394 0.011523906144702856 0.010790985433095741 0.0054314154800934608 0.012248577996325146 0.0098414613320504472 0.011228253886776195
leaf_weight=68 53 73 71 58 60 67 100 101 88 810 55 380 52 85 53 55 56 61
leaf_count=68 53 73 71 58 60 67 100 101 88 810 55 380 52 85 53 55 56 61
internal_value=0 0.00528487 0.00355508 0.0114001 0.00443136 0.00887504 0.00318069 0.011538 0.0114143 0.0115257 0.010095 0.0116671 0.0102618 0.0119629 0.00634586 0.011091 0.0109449 0.0120772
internal_weight=0 529 357 1817 286 172 173 1749 1648 1590 143 1447 105 956 113 491 436 871
internal_count=2346 529 357 1817 286 172 173 1749 1648 1590 143 1447 105 956 113 491 436 871
is_linear=0
shrinkage=0.00249285


Tree=393
num_leaves=27
num_cat=0
split_feature=1 52 1 12 3 1 12 4 15 3 4 52 52 16 52 4 16 1 15 13 1 12 4 42 52 50
split_gain=3002.85 611.961 313.69 239.47 213.431 148.996 127.244 123.605 121.791 67.3724 60.1167 38.9575 67.2634 33.5999 27.8041 27.4559 22.4641 27.0436 30.3769 32.0878 12.5928 12.3777 8.94453 7.93893 5.08217 4.92882
threshold=0.10335000000000001 -0.41304999999999997 0.11695500000000002 0.054520000000000006 -0.025669999999999995 0.092655000000000015 0.091625000000000012 0.30163500000000004 -0.42759999999999992 -0.14162499999999997 0.053455000000000009 -0.090234999999999996 0.0033500000000000005 -0.019749999999999993 -0.046924999999999988 0.052250000000000012 -0.073309999999999986 0.080475000000000005 -0.074054999999999996 -0.057284999999999996 0.089910000000000004 0.087745000000000004 -0.081289999999999987 0.08400500000000001 -0.0023449999999999994 0.089030000000000012
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=3 -2 4 5 -3 11 9 14 -9 -5 16 -1 -13 -6 -4 20 22 18 -18 -20 21 23 -8 -11 -23 -24
right_child=1 2 7 6 13 -7 10 8 -10 15 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22 24 25 -25 -26 -27
leaf_value=0.02818269126811147 0.027959521150208517 0.025577532102118702 0.0198937771817565 0.030474143762963743 0.022069221391296894 0.023266505074928404 0.0286181646451482 0.019664079414877151 0.015861313982894462 0.028825880134623182 0.025418728111777551 0.024695322603434846 0.027881288454299661 0.01978120873285228 0.022094550192003248 0.026808227973368331 0.02795024673756439 0.027866832663344651 0.027038353707743778 0.025129577927582514 0.027235195310650898 0.027386846057492378 0.027929643364789501 0.028255089784258787 0.028091885933474177 0.027040344871508939
leaf_weight=56 62 78 54 60 64 89 56 90 70 209 97 75 53 57 54 71 52 100 80 86 58 66 75 270 212 52
leaf_count=56 62 78 54 60 64 89 56 90 70 209 97 75 53 57 54 71 52 100 80 86 58 66 75 270 212 52
internal_value=0 0.0215805 0.0207336 0.0274301 0.0227892 0.0255637 0.0277601 0.0192071 0.0180005 0.0282538 0.0269791 0.0266746 0.0260147 0.0209916 0.0209944 0.0281034 0.0272812 0.026932 0.0265031 0.0260496 0.0282162 0.0282914 0.0278879 0.0285042 0.0279246 0.0275657
internal_weight=0 529 467 1817 199 273 1544 268 160 946 598 184 128 121 108 886 501 318 218 166 815 757 183 479 278 127
internal_count=2346 529 467 1817 199 273 1544 268 160 946 598 184 128 121 108 886 501 318 218 166 815 757 183 479 278 127
is_linear=0
shrinkage=0.00216065


Tree=394
num_leaves=24
num_cat=0
split_feature=4 3 3 43 43 3 4 3 43 11 11 3 12 40 4 4 4 4 16 43 4 16 403
split_gain=1691.01 637.611 252.422 278.32 141.123 100.368 85.5644 146.225 83.4031 71.3275 81.5785 71.7428 53.6792 36.9621 18.9564 16.9145 13.5949 11.7968 11.7268 10.1441 8.48262 6.14314 3.17591
threshold=0.30163500000000004 -0.058704999999999993 0.25468500000000005 -0.033174999999999989 -0.092454999999999982 0.20828500000000003 -0.14538499999999996 0.092330000000000009 -0.049914999999999994 1.0000000180025095e-35 0.085630000000000026 -0.12077499999999998 0.095780000000000018 -0.080884999999999985 0.005935000000000001 0.50373500000000015 0.053255000000000004 0.052250000000000012 0.0086100000000000013 0.059230000000000012 -0.085574999999999984 -0.12029499999999999 -0.072624999999999981
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=1 9 3 4 -3 8 -5 17 -2 11 -11 -1 14 -6 19 -10 18 -8 22 20 -13 -16 -14
right_child=5 2 -4 6 13 -7 7 -9 15 10 -12 12 16 -15 21 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0090874945437476266 0.0027999637361503515 0.010001626943716903 0.0029809456938716364 0.01329550121418159 0.0061822699513814109 0.00056125796188244491 0.012252402132832189 0.0066242236094877322 0.0073513805626360005 0.016087724568172625 0.011876127359199235 0.013103295318178347 0.012146609232522788 0.0030739553995412219 0.01182589099324092 0.0052391243976010384 0.010023405964290893 0.010643873582524752 0.010219392702286313 0.011508889528909378 0.012355209722640781 0.010614232660509473 0.011393713537644916
leaf_weight=64 88 53 52 74 57 52 73 64 54 63 68 127 60 52 64 54 76 59 54 88 764 57 129
leaf_count=64 88 53 52 74 57 52 73 64 54 63 68 127 60 52 64 54 76 59 54 88 764 57 129
internal_value=0 0.0112112 0.00852843 0.00919612 0.00643443 0.00385304 0.010853 0.00993072 0.00472623 0.0120157 0.0139018 0.0118491 0.0119736 0.00469967 0.012253 0.00629552 0.0110103 0.0115337 0.0113189 0.0123762 0.0124619 0.0112553 0.0116329
internal_weight=0 2098 484 432 162 248 270 196 196 1614 131 1483 1419 109 1100 108 319 132 243 979 891 121 189
internal_count=2346 2098 484 432 162 248 270 196 196 1614 131 1483 1419 109 1100 108 319 132 243 979 891 121 189
is_linear=0
shrinkage=0.00266472


Tree=395
num_leaves=23
num_cat=0
split_feature=1 3 10 3 13 2 2 3 42 15 3 15 12 2 159 12 48 15 474 15 2 13
split_gain=110.325 57.2855 29.2046 22.1392 49.239 19.1625 17.6859 42.5239 23.8803 14.518 14.2365 58.8488 15.2905 9.6648 12.9255 16.358 11.2554 9.58612 5.52111 6.61027 3.59753 2.33096
threshold=0.094750000000000015 -0.053499999999999992 -1.0000000180025095e-35 0.084735000000000019 -0.0094049999999999984 0.11585500000000001 0.099675000000000014 -0.22382999999999997 0.09087000000000002 -0.13309999999999997 -0.12077499999999998 0.029300000000000003 -0.054684999999999991 0.087675000000000017 0.0096550000000000021 0.084475000000000008 0.085130000000000025 -0.011859999999999997 0.085860000000000006 0.088520000000000015 0.084825000000000025 -0.049744999999999991
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=9 6 -3 4 -4 -5 8 -8 -2 -1 11 -11 -12 18 15 -15 -17 -16 19 20 -14 -21
right_child=1 2 3 5 -6 -7 7 -9 -10 10 12 -13 13 14 17 16 -18 -19 -20 21 -22 -23
leaf_value=0.007035966245369645 0.0074532630355974485 -0.00098132959700365004 0.0033541779945243416 0.0049472406565332673 -0.0029860662766826212 0.0018337026556960411 0.0057430104367932888 -0.00023061558358396147 0.0037290460172945089 -9.2303238751968201e-05 0.0078228288026443542 0.0070543244531570213 0.0063532556823103926 0.0017608101294685847 0.0074854882926495602 0.0049186131903480243 0.0026942534984585385 0.0047003097253721657 0.0040331855571188449 0.0043998038519328011 0.005484973528196828 0.0056143652000322864
leaf_weight=99 83 83 71 95 52 99 65 53 86 58 53 55 259 52 65 492 63 57 56 112 216 60
leaf_count=99 83 83 71 95 52 99 65 53 86 58 53 55 259 52 65 492 63 57 56 112 216 60
internal_value=0 0.00284344 0.00163236 0.00231687 0.00067332 0.00335865 0.00453117 0.00305949 0.00555841 0.00519497 0.00508088 0.00338568 0.00520984 0.0051131 0.00471323 0.0044174 0.00466621 0.00618465 0.00552768 0.00565695 0.00595853 0.0048238
internal_weight=0 687 400 317 123 194 287 118 169 1697 1598 113 1485 1432 729 607 555 122 703 647 475 172
internal_count=2384 687 400 317 123 194 287 118 169 1697 1598 113 1485 1432 729 607 555 122 703 647 475 172
is_linear=0
shrinkage=0.00495042


Tree=396
num_leaves=25
num_cat=0
split_feature=1 1 16 124 2 0 0 457 2 159 1447 52 15 1 0 0 16 16 133 2 16 52 131 0
split_gain=1941.58 338.362 179.253 178.747 97.9055 64.2859 101.121 54.1892 48.1069 40.6156 33.6502 32.5891 32.1091 18.4543 40.1286 35.1358 17.1584 16.8869 10.9776 8.52887 7.60444 5.94024 3.76174 0.727714
threshold=0.10491000000000002 0.13630500000000004 0.26391000000000003 -0.076779999999999987 0.089830000000000007 -0.12608499999999997 -0.07081999999999998 0.079590000000000008 0.12131500000000002 0.08351500000000002 -0.054404999999999988 0.086400000000000018 -0.41309499999999993 0.084755000000000011 -0.099059999999999995 -0.095419999999999991 -0.28430999999999995 0.037060000000000003 0.024130000000000002 0.087675000000000017 0.00088000000000000003 0.088555000000000009 0.088845000000000021 -0.086284999999999987
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 5 -1 13 16 -7 8 9 10 -6 -12 -3 14 -5 -15 -2 19 20 21 22 -16 -17 -21
right_child=1 12 -4 4 7 6 -8 -9 -10 -11 11 -13 -14 15 17 18 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0070393830328265268 0.0053518430640587212 0.0033962429062828286 0.0099584809658522823 0.013130458998676937 0.012004620134888046 0.0084862994300090415 0.0050452232743941642 0.0077846566892595583 0.0084549525159480603 0.011990103142486443 0.0094505154422222272 0.010687012172203407 0.0010481980181868884 0.0090087835916521485 0.011663320784033178 0.011762023625739811 0.0035730281341312415 0.010007602250415467 0.010254191847913844 0.010627494648581457 0.010556551338799151 0.010985448169883831 0.011046470550147973 0.010995077784088314
leaf_weight=74 58 60 69 68 53 87 101 52 72 84 247 222 68 53 344 128 61 56 71 52 58 91 61 94
leaf_count=74 58 60 69 68 53 87 101 52 72 84 247 222 68 53 344 128 61 56 71 52 58 91 61 94
internal_value=0 0.00543368 0.00655179 0.010603 0.010749 0.00578603 0.00663777 0.0100875 0.0102641 0.010479 0.0102358 0.0100359 0.00214904 0.0111977 0.0114205 0.0107743 0.00444022 0.0112379 0.0110685 0.0113565 0.0113024 0.0115216 0.0115312 0.0108643
internal_weight=0 504 376 1880 1806 307 188 730 678 606 522 469 128 1076 705 371 119 637 318 581 247 435 189 146
internal_count=2384 504 376 1880 1806 307 188 730 678 606 522 469 128 1076 705 371 119 637 318 581 247 435 189 146
is_linear=0
shrinkage=0.00233876


Tree=397
num_leaves=23
num_cat=0
split_feature=1 1 457 12 2 13 12 15 13 13 12 151 13 2 484 48 13 15 130 13 13 43
split_gain=87.4183 40.9754 43.0052 25.6029 42.8366 42.675 11.9216 14.4989 11.2953 20.682 12.5127 11.3707 12.3188 10.8681 11.0703 8.6473 6.22942 9.46995 6.00845 4.54987 3.98974 6.64902
threshold=0.094750000000000015 0.14882500000000001 0.079590000000000008 -1.0000000180025095e-35 0.11500500000000001 -0.014114999999999997 0.093765000000000015 -0.021954999999999999 0.034905000000000012 0.071660000000000015 -1.0000000180025095e-35 -0.14608999999999997 -0.13710499999999998 0.087675000000000017 0.085560000000000011 0.014805 -0.09113499999999998 -0.094269999999999979 0.012250000000000002 -0.024504999999999996 0.089520000000000016 -0.04009999999999999
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=8 2 3 5 6 -2 7 -5 10 -10 -1 -12 -13 14 19 -6 -15 -18 -11 -14 21 -8
right_child=1 -3 -4 4 15 -7 20 -9 9 18 11 12 13 16 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0086259155687762133 0.0047366081602767665 -0.0020358526244337646 -0.00056784817751540518 0.0059667859721914043 0.00026281497646424252 -0.0019719170370823581 0.0045731694409603405 0.010354954822661737 0.0014970622085818824 0.0048714066856627592 0.0087954895751317912 0.0086627084444962227 0.006081712108484804 0.003038125629357377 0.0036643266420769271 0.0037479771221884104 0.0028598755397169855 0.0055716252612634911 0.0075149068619641875 0.0071805971279133235 0.0039619797403276343 0.0076418426909856084
leaf_weight=72 97 53 81 65 60 60 58 54 62 96 53 58 389 52 59 52 56 509 52 239 54 53
leaf_count=72 97 53 81 65 60 60 58 54 62 96 53 58 389 52 59 52 56 509 52 239 54 53
internal_value=0 0.00324511 0.00368668 0.00430998 0.00515728 0.00217242 0.00644889 0.00795862 0.00588915 0.00453039 0.00608099 0.00595145 0.00584073 0.00571516 0.00625659 0.00188152 0.0051122 0.00530297 0.00580066 0.00650002 0.00535965 0.00603899
internal_weight=0 687 634 553 396 157 284 119 1697 210 1487 1415 1362 1304 687 112 617 565 148 628 165 111
internal_count=2384 687 634 553 396 157 284 119 1697 210 1487 1415 1362 1304 687 112 617 565 148 628 165 111
is_linear=0
shrinkage=0.00625302


Tree=398
num_leaves=29
num_cat=0
split_feature=3 3 43 16 3 3 15 48 16 15 49 50 43 43 15 155 3 3 42 3 15 16 475 42 3 15 16 16
split_gain=1371.91 615.106 419.467 207.829 174.659 140.109 108.948 104.153 68.0998 67.6667 63.0723 47.167 39.7212 28.3713 24.7941 17.1974 47.7572 17.2168 13.9876 10.8913 10.2367 17.936 12.51 15.2012 8.22342 7.59917 5.89348 3.57204
threshold=-0.06340999999999998 0.31534000000000006 -0.040789999999999993 -0.39442499999999997 0.11745500000000002 -0.13392999999999997 -0.23071999999999995 0.084965000000000027 -0.0011349999999999999 -1.0000000180025095e-35 0.047620000000000003 1.0000000180025095e-35 -0.11227499999999999 0.0032700000000000003 0.083815000000000014 0.11332500000000002 -0.10077999999999999 -0.080339999999999981 0.10947000000000003 0.06269000000000001 0.0056700000000000006 -0.092364999999999989 -0.085444999999999979 0.079170000000000004 -0.083654999999999993 0.087720000000000006 0.024125000000000004 -0.081634999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 9 -1 -2 -8 13 10 19 12 -10 18 -15 16 -14 -18 20 -4 22 -22 -5 -24 -16 -23 -11 -26
right_child=1 -3 4 8 -6 -7 7 -9 11 26 -12 -13 15 14 24 -17 17 -19 -20 -21 21 25 23 -25 27 -27 -28 -29
leaf_value=0.0052838024381252719 0.0020210048313785717 -0.0002246298145061728 0.0091088101376674384 0.013037446249149572 0.0064921564158247442 0.010906680117554258 0.0081041333367463039 0.0039898622788625653 0.0082477263141452033 0.011523029091194606 0.011580987856687349 0.012748696097090433 0.0081682073382918479 0.0097768081227654294 0.012522451928476014 0.011960300306072633 0.011635757258517466 0.010178372048304008 0.01087179312128737 0.0074215112193516831 0.01389818422230828 0.012651119300612411 0.010637571032048619 0.01201174115124427 0.011803475263887843 0.011943126994123485 0.01273127337054262 0.010901404616841966
leaf_weight=62 61 73 52 55 98 59 86 82 52 57 62 67 52 67 52 61 118 105 56 53 54 208 73 227 53 211 55 73
leaf_count=62 61 73 52 55 98 59 86 82 52 57 62 67 52 67 52 61 118 105 56 53 54 208 73 227 53 211 55 73
internal_value=0 0.00693592 0.00779854 0.0113251 0.00949184 0.00802577 0.00501075 0.00609614 0.0115771 0.0105454 0.00949147 0.0107236 0.0103739 0.0119211 0.0111334 0.0107028 0.0104238 0.0109497 0.0121394 0.00825739 0.0122251 0.0124778 0.0118882 0.0116775 0.0116439 0.0122947 0.0121166 0.0112811
internal_weight=0 679 606 1705 377 121 229 168 1584 279 167 455 388 1129 245 336 275 223 884 105 828 473 355 300 178 419 112 126
internal_count=2384 679 606 1705 377 121 229 168 1584 279 167 455 388 1129 245 336 275 223 884 105 828 473 355 300 178 419 112 126
is_linear=0
shrinkage=0.00261128


Tree=399
num_leaves=21
num_cat=0
split_feature=3 1 4 13 15 15 3 0 11 48 3 3 51 3 15 133 0 1 13 3
split_gain=74.4329 47.4412 30.5604 35.7378 46.6872 19.988 17.1748 34.6662 20.0633 15.8954 15.2679 31.6341 13.8749 12.3224 11.1915 6.84894 7.11925 6.6988 4.48606 2.88003
threshold=0.31534000000000006 0.093505000000000019 -0.16772499999999999 -0.0094049999999999984 -0.024814999999999997 -0.21242999999999998 -0.029309999999999996 0.040035000000000008 1.0000000180025095e-35 0.083570000000000019 0.10449500000000002 -0.038414999999999998 -0.029924999999999997 -0.11128999999999999 -0.089484999999999995 0.11370000000000001 -0.10120999999999998 0.11000000000000001 -0.050754999999999995 -0.075849999999999987
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 6 -3 5 10 -4 7 8 13 17 11 -5 -8 -1 -14 16 -15 19 -17 -7
right_child=-2 2 3 4 -6 9 12 -9 -10 -11 -12 -13 14 15 -16 18 -18 -19 -20 -21
leaf_value=0.0018628486283000937 -0.0012950324972405801 0.0056037407053813673 0.0010681452954985752 0.0035215009076102655 -0.0033043245114318573 0.0051355078803934579 0.0039177685077892224 0.00030403274590269018 0.0074241125927818072 0.0021784592930738154 0.0044764264793486722 -0.0014369362512319235 0.0051109615709161145 0.0027251996476153405 0.0082296477279182843 0.0027195822418541347 0.0046999519300079734 0.0063619869440355139 0.0043020574234509563 0.0034151457584798029
leaf_weight=52 73 94 68 75 55 53 60 56 60 71 54 65 53 52 76 93 1050 69 102 53
leaf_count=52 73 94 68 75 55 53 60 56 60 71 54 65 53 52 76 93 1050 69 102 53
internal_value=0 0.00404019 0.00285722 0.00239856 0.000926287 0.00356589 0.00451006 0.0043195 0.00447905 0.00425609 0.00212597 0.00121897 0.00598683 0.00434802 0.00694876 0.00444762 0.00460682 0.0050987 0.00354762 0.00427585
internal_weight=0 2311 657 563 249 314 1654 1465 1409 246 194 140 189 1349 129 1297 1102 175 195 106
internal_count=2384 2311 657 563 249 314 1654 1465 1409 246 194 140 189 1349 129 1297 1102 175 195 106
is_linear=0
shrinkage=0.00520265


Tree=400
num_leaves=30
num_cat=0
split_feature=1 1 12 12 1 12 12 15 13 13 0 16 47 1 16 15 15 52 1 52 12 133 15 16 16 15 50 13 43
split_gain=3002.74 397.038 332.994 306.953 285.008 166.023 106.412 70.6767 67.2369 65.4969 42.5135 63.5141 37.0299 27.8093 25.1309 21.9113 25.6039 20.9218 14.8448 18.6688 17.1538 12.1693 10.1672 9.15568 6.75031 5.07794 4.13001 3.18105 1.28984
threshold=0.10752500000000002 0.13630500000000004 0.054520000000000006 0.085090000000000013 0.088735000000000022 0.09159500000000001 -0.007389999999999999 -0.033689999999999991 -0.06401999999999998 -0.11255999999999998 -0.060199999999999997 0.25155500000000003 1.0000000180025095e-35 0.11670500000000002 0.066275000000000014 -0.033689999999999991 -0.079109999999999986 0.11614000000000001 0.082265000000000019 -0.012574999999999998 0.083785000000000012 0.088685000000000014 -0.0059299999999999986 -0.072534999999999988 -0.087829999999999978 0.090125000000000011 0.090210000000000012 -0.071244999999999989 -0.011884999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 7 9 -6 -1 -3 -4 15 -12 13 -2 -5 16 24 18 20 -20 -11 -22 -19 25 -7 -17 -21 -25 -27
right_child=1 8 5 14 6 10 -8 -9 -10 17 11 -13 -14 -15 -16 23 -18 22 19 26 21 -23 -24 27 -26 28 -28 -29 -30
leaf_value=0.013220904828124965 0.0053058433575442644 0.00051560801128738636 0.014865095460746837 0.0085030687131036325 0.0053405655494835631 0.01085192713145822 0.0089681870401939479 0.01016178514653078 0.0036511693828472557 0.013570846495453807 0.0085735214954963251 0.011665274207661645 0.0065392022801223993 0.0034208576517677771 0.010635555706860993 0.01261688130149248 0.0096869519162260231 0.012109208678996938 0.010785134863374341 0.012806742318183744 0.012649988963610992 0.011832362430601767 0.010768116193769011 0.011713284219184666 0.011878093335140042 0.011514285707925842 0.011969525236861397 0.011014676005204321 0.012021480353941818
leaf_weight=71 78 73 54 58 72 67 90 79 63 83 76 58 52 77 52 55 72 57 53 58 448 114 56 54 62 52 62 87 56
leaf_count=71 78 73 54 58 72 67 90 79 63 83 76 58 52 77 52 55 72 57 53 58 448 114 56 54 62 52 62 87 56
internal_value=0 0.00514643 0.0115054 0.00650985 0.00940126 0.0119096 0.00735606 0.0116099 0.00196829 0.0124824 0.0110267 0.00991192 0.00491472 0.00436958 0.00951137 0.0113224 0.0107514 0.0123441 0.0124683 0.0118876 0.0126241 0.0124842 0.0114448 0.0116999 0.0113453 0.0120609 0.0123744 0.0112824 0.0117775
internal_weight=0 453 1936 317 312 1624 162 150 136 985 639 134 207 155 110 505 201 931 818 173 645 562 113 304 129 163 120 141 108
internal_count=2389 453 1936 317 312 1624 162 150 136 985 639 134 207 155 110 505 201 931 818 173 645 562 113 304 129 163 120 141 108
is_linear=0
shrinkage=0.00222337


Tree=401
num_leaves=16
num_cat=0
split_feature=4 2 48 12 49 1 15 12 13 12 13 480 2 4 4
split_gain=82.0036 40.3389 23.3987 23.0455 31.6564 30.9301 23.7275 19.3768 45.8996 27.6513 15.7436 11.2281 10.2465 9.1436 8.70652
threshold=0.24099500000000004 0.14234000000000005 0.10911000000000001 1.0000000180025095e-35 -0.082344999999999988 0.10141500000000002 -0.036064999999999993 0.10055500000000002 -0.15569499999999997 -0.085719999999999977 -0.13710499999999998 -0.063594999999999985 0.11517500000000001 -0.26545999999999997 -0.095209999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -2 -10 -5 -12 -11 -13 -15
right_child=7 -3 -4 10 5 -7 -8 -9 9 12 11 13 -14 14 -16
leaf_value=0.0074612356532379465 0.0070501530880233551 -5.1900589278876273e-05 0.0086848878542767818 0.0083570061796731706 0.0067407540658813046 -0.0012183414520826137 0.0017949095600301008 -0.0022468350138623305 -0.0033614313261395024 0.003386122747585638 0.0021473873504048923 0.0075101466078943925 0.00013600875223860009 0.0026138768962232113 0.0051979939563770467
leaf_weight=62 62 68 73 66 69 76 103 52 54 97 53 70 72 58 1354
leaf_count=62 62 68 73 66 69 76 103 52 54 97 53 70 72 58 1354
internal_value=0 0.00488872 0.00505809 0.00491951 0.00329052 0.00224756 0.0037794 0.00141544 0.00208389 0.000702822 0.00523489 0.0051006 0.00200187 0.00520617 0.0050919
internal_weight=0 2052 1984 1911 310 248 172 337 285 223 1601 1535 169 1482 1412
internal_count=2389 2052 1984 1911 310 248 172 337 285 223 1601 1535 169 1482 1412
is_linear=0
shrinkage=0.006525


Tree=402
num_leaves=11
num_cat=0
split_feature=2 15 16 150 14 1420 0 16 1 1
split_gain=54.8577 31.0296 35.9076 23.3066 18.0012 15.7812 18.8794 48.2783 14.9224 20.0253
threshold=0.17000000000000001 -0.37478999999999996 -0.41574999999999995 0.10980500000000001 0.076175000000000007 -0.080064999999999983 0.0037850000000000002 0.15737500000000001 0.12864500000000004 0.11414000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 8 -8 9 -7
right_child=-2 3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=0.003235695738480798 -0.002300148024335035 0.0059371891690694198 -0.0015993414030356183 0.0007667300158664403 0.0058733510810832588 0.0033150744641595271 -0.0025400568369980032 0.0035545171868415853 0.0060058332840057715 0.00061924834793342684
leaf_weight=83 53 55 81 102 70 1665 54 97 52 77
leaf_count=83 53 55 81 102 70 1665 54 97 52 77
internal_value=0 0.00301472 0.000847323 0.00317835 0.00329715 0.00320696 0.00312973 0.00137464 0.00327742 0.00319595
internal_weight=0 2336 164 2172 2070 2000 1945 151 1794 1742
internal_count=2389 2336 164 2172 2070 2000 1945 151 1794 1742
is_linear=0
shrinkage=0.00516639


Tree=403
num_leaves=20
num_cat=0
split_feature=1 1 12 4 12 1 12 4 15 4 4 12 49 15 40 1 160 4 1
split_gain=1469.76 263.559 210.957 143.475 92.5359 65.1129 54.4212 48.9725 45.103 43.0152 41.1755 60.0173 31.5874 20.4368 17.0503 18.4549 14.1366 18.1178 13.8831
threshold=0.104035 0.13630500000000004 0.023990000000000004 0.24099500000000004 -0.024179999999999997 0.15022500000000003 0.091475000000000015 0.094510000000000025 -0.14899999999999999 -0.0084099999999999991 -0.49269499999999994 0.054520000000000006 0.10000000000000002 0.11876000000000002 -0.061244999999999994 0.11670500000000002 -0.082179999999999989 -0.0023899999999999993 0.078340000000000007
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 9 4 -1 -3 8 -4 -6 -2 -10 -12 13 16 -11 -16 -8 -18 -13
right_child=1 5 7 -5 6 -7 12 -9 10 14 11 18 -14 -15 15 -17 17 -19 -20
leaf_value=0.0077902295609567586 0.0068807345438444733 0.0041252866904426481 0.010007551351357882 0.0065851422753567769 0.012996072365374707 0.00070839050896049467 0.0092076339395924679 0.0070663531803597836 0.012765646120165697 0.0057987425169653732 0.0087677925487995804 0.01092452792746036 0.0084324165938849272 0.0086725363753454542 0.0050214743124104436 0.0031474430553498096 0.010644520735342559 0.0092232304425530643 0.010203427537162892
leaf_weight=80 71 80 94 62 52 56 66 52 53 53 99 703 78 54 67 58 343 63 205
leaf_count=80 71 80 94 62 52 56 66 52 53 53 99 703 78 54 67 58 343 63 205
internal_value=0 0.00563633 0.00664088 0.0102205 0.010346 0.00271852 0.0104651 0.00896018 0.0107843 0.00528086 0.0106758 0.0105657 0.00987746 0.0100917 0.00464256 0.00415213 0.010254 0.010424 0.0107618
internal_weight=0 531 395 1858 1796 136 1716 146 1112 249 1060 1007 604 526 178 125 472 406 908
internal_count=2389 531 395 1858 1796 136 1716 146 1112 249 1060 1007 604 526 178 125 472 406 908
is_linear=0
shrinkage=0.0024299


Tree=404
num_leaves=21
num_cat=0
split_feature=4 13 15 15 4 151 4 15 0 15 0 159 51 0 4 4 160 0 160 0
split_gain=51.0885 23.5637 16.1244 15.6503 26.4339 27.0214 16.2505 14.961 43.9633 43.0763 29.0658 34.9373 22.4184 17.5053 21.4257 11.3535 11.828 10.7904 10.2673 6.11636
threshold=0.27161500000000005 -0.16392499999999996 -0.14820999999999998 -0.46319999999999995 0.50373500000000015 -1.0000000180025095e-35 0.59999500000000017 0.0056700000000000006 -0.11208499999999998 -0.087404999999999983 -0.066659999999999983 0.089285000000000017 -1.0000000180025095e-35 -0.13010499999999997 -0.037969999999999997 0.0053900000000000016 -0.0094199999999999978 -0.050864999999999994 0.058535000000000011 -0.085719999999999977
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 -1 -3 6 5 -5 -2 8 9 -4 15 12 -12 -9 17 18 -17 19 -10 -15
right_child=3 2 7 4 -6 -7 -8 13 10 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21
leaf_value=0.00030580430202765664 0.0040662844839410468 0.0049804708139392856 0.0019935065622261631 -0.001063896834828352 -0.0030012626310135264 0.0036325076687953204 0.00028832390117490282 0.0059133947193240211 0.0034608385170736599 -0.0035683954013329576 0.0020750646527260513 0.0049113810596954589 -0.0011156061166003781 0.0039879855476758902 0.00015349679249773083 0.0039082741996128339 0.0012319419996847701 0.0053164044446934655 0.0052282236178818877 0.0029419695792806877
leaf_weight=82 52 90 90 64 56 53 56 58 353 52 114 57 96 173 53 67 94 61 100 568
leaf_count=82 52 90 90 64 56 53 56 58 353 52 114 57 96 173 53 67 94 61 100 568
internal_value=0 0.00286323 0.00296671 0.000654647 -0.000252238 0.00106309 0.00210782 0.00287307 0.00246885 -4.28806e-05 0.00287375 0.00153336 0.000616225 0.00332594 0.00315035 0.00345653 0.00234602 0.00334834 0.0038511 0.00318625
internal_weight=0 2108 2026 281 173 117 108 1936 1023 142 881 267 210 913 855 614 161 802 453 741
internal_count=2389 2108 2026 281 173 117 108 1936 1023 142 881 267 210 913 855 614 161 802 453 741
is_linear=0
shrinkage=0.00486501


Tree=405
num_leaves=22
num_cat=0
split_feature=1 52 1 47 14 4 52 0 1 0 15 4 0 4 16 15 52 16 4 16 13
split_gain=2432.25 585.267 314.799 188.031 186.181 136.381 108.267 95.9815 92.4361 89.2527 64.665 64.5511 33.9171 38.7831 33.7135 29.3915 15.5187 13.6243 7.77846 6.30072 2.80334
threshold=0.10124500000000002 -0.41304999999999997 0.12796000000000002 0.078345000000000012 0.062655000000000016 0.032965000000000001 -0.080064999999999983 -0.10566999999999999 0.082265000000000019 0.062580000000000011 -0.039984999999999993 0.42405000000000009 -0.079249999999999987 -0.17689999999999997 -0.10803999999999998 0.084150000000000016 0.11379500000000002 0.0086100000000000013 0.42953500000000006 -0.44010499999999991 -0.08151499999999999
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=4 -2 3 6 5 7 -3 -1 14 12 18 -4 16 -14 19 -15 17 -9 -8 -7 -18
right_child=1 2 11 -5 -6 8 10 9 -10 -11 -12 -13 13 15 -16 -17 20 -19 -20 -21 -22
leaf_value=0.0088018248890438591 0.011438773832875093 0.0034057332157239411 0.0044332214171151022 0.0091491421342908604 0.014130481553757051 0.011236647157936118 0.0050379875296724498 0.011716614106402467 0.0070017109945429232 0.0089125787637352322 0.0083849202373776615 0.0020449384971069386 0.012445622989638611 0.0096670145780494293 0.0090918119727927231 0.010958474520129789 0.011139379611151119 0.010745988546528163 0.0061517455261612319 0.01028971939191581 0.010475424128096681
leaf_weight=75 75 67 94 86 74 60 53 707 52 69 52 96 53 107 88 242 56 67 53 60 55
leaf_count=75 75 67 94 86 74 60 53 707 52 69 52 96 53 107 88 242 56 67 53 60 55
internal_value=0 0.00610274 0.00530389 0.00657289 0.0109498 0.0108105 0.0055881 0.0110586 0.00944545 0.0111834 0.00651339 0.00322663 0.0113051 0.0108109 0.0100563 0.0105626 0.0115295 0.0116326 0.00559507 0.0107634 0.0108106
internal_weight=0 576 501 311 1765 1691 225 1431 260 1356 158 190 1287 402 208 349 885 774 106 120 111
internal_count=2341 576 501 311 1765 1691 225 1431 260 1356 158 190 1287 402 208 349 885 774 106 120 111
is_linear=0
shrinkage=0.00204806


Tree=406
num_leaves=18
num_cat=0
split_feature=1 15 393 12 123 43 13 42 43 4 16 12 13 16 43 130 12
split_gain=34.6959 18.7194 38.6542 23.7137 20.1032 20.4073 24.5715 19.9428 14.3859 18.3799 11.7036 6.2944 9.74217 5.35758 4.81522 2.98727 1.0997
threshold=0.13630500000000004 0.0056700000000000006 1.0000000180025095e-35 0.082295000000000021 0.085740000000000011 0.053790000000000011 -0.10899499999999999 -0.032624999999999994 -0.15786499999999998 -0.37626499999999991 -0.41163499999999992 0.084160000000000013 -0.094384999999999983 -0.0011349999999999999 0.052150000000000009 -0.060079999999999988 0.092855000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 -1 -7 -8 -10 -2 -5 -13 14 15 -14 -16
right_child=10 3 -4 11 -6 7 8 -9 9 -11 -12 12 13 -15 16 -17 -18
leaf_value=-0.00041666061941096529 -0.0016454758444670308 0.0061546720493588086 -0.001911816856203713 0.0015392733436151074 0.00027440778246757246 0.0025477575175750201 0.0053284384735143523 0.0068000820899039921 0.0049126062175636866 0.0024741620393055638 0.0015487917099479412 0.0056119668900770879 0.0048043969203096209 0.0020965436350659085 0.0018910866506994487 0.0035080152397108932 0.0029192779703746227
leaf_weight=67 57 89 52 55 86 55 64 71 97 828 74 52 57 100 52 417 68
leaf_count=67 57 89 52 55 86 55 64 71 97 828 74 52 57 100 52 417 68
internal_value=0 0.00296535 0.00256479 0.00355937 0.00274842 0.00292837 0.00268777 0.00494436 0.00289814 0.00272993 0.000158488 0.00327093 0.00339853 0.0032326 0.00342375 0.00366403 0.0024742
internal_weight=0 2210 1320 890 1268 1182 1056 126 989 925 131 801 746 694 594 474 120
internal_count=2341 2210 1320 890 1268 1182 1056 126 989 925 131 801 746 694 594 474 120
is_linear=0
shrinkage=0.00529836


Tree=407
num_leaves=21
num_cat=0
split_feature=1 13 10 43 13 484 0 16 0 157 157 51 3 0 157 3 16 133 158 0
split_gain=26.8117 33.3759 24.2708 20.1796 19.5104 18.2727 26.2014 26.8307 15.2301 10.1357 21.4496 22.2463 14.9478 11.4328 9.93335 6.07751 6.04492 4.15104 2.44569 1.63126
threshold=0.08956500000000002 0.15927500000000003 1.0000000180025095e-35 0.087840000000000015 -0.090744999999999978 -0.0095549999999999993 -0.096594999999999986 -0.34140499999999996 -0.11169999999999998 -0.084764999999999993 -0.080544999999999992 0.11178000000000002 -0.15197999999999998 -0.099059999999999995 -0.077809999999999976 -0.055009999999999996 -0.073029999999999984 0.085435000000000025 0.082560000000000008 -0.11242999999999999
decision_type=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 8 -6 7 -7 -2 17 -11 12 -12 18 -8 16 -15 -1 19 -14
right_child=1 -3 -4 -5 5 6 14 -9 -10 10 11 -13 13 15 -16 -17 -18 -19 -20 -21
leaf_value=0.0057031141063535878 0.0016641645356235209 -0.0022897104986702461 -0.0015104428400568811 0.0052028784260594214 0.0053083090941124927 0.0030509910783128183 0.0051992397620105888 -0.0018573469250418243 -0.0023774334115002969 -0.00067071072346662735 0.0060936394960143629 -0.00055186408640756958 0.004549334564361583 0.0030896097487871695 0.0025202796745161494 0.0043554394007167081 0.0021846357293020605 0.0035839238512748099 0.0053798103164500706 0.0031758200598315644
leaf_weight=54 70 62 58 69 63 59 52 90 52 54 52 55 59 486 301 72 461 66 53 53
leaf_count=54 70 62 58 69 63 59 52 90 52 54 52 55 59 486 301 72 461 66 53 53
internal_value=0 0.00171072 0.0020155 0.00228608 0.00199304 0.00243603 0.00207544 8.58179e-05 -5.79888e-05 0.00296197 0.00282131 0.00296742 0.00312407 0.0029936 0.00291509 0.00276975 0.00264913 0.00453806 0.00437564 0.00389991
internal_weight=0 876 814 756 687 565 502 149 122 1465 1345 1291 1236 1184 353 1019 947 120 165 112
internal_count=2341 876 814 756 687 565 502 149 122 1465 1345 1291 1236 1184 353 1019 947 120 165 112
is_linear=0
shrinkage=0.00565686


Tree=408
num_leaves=12
num_cat=0
split_feature=40 14 147 1 47 1 1 16 13 48 14
split_gain=21.127 21.9949 21.9219 22.9422 17.2126 14.8141 15.6372 13.2597 12.9151 11.4105 8.8849
threshold=0.051255000000000002 -0.10708499999999999 0.087210000000000024 0.13630500000000004 0.11227500000000001 0.11174500000000002 0.09518500000000002 -0.24900499999999998 -0.0094049999999999984 -0.080689999999999984 0.062655000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 10 -7 -8 -4 -3
right_child=-2 2 9 -5 -6 7 8 -9 -10 -11 -12
leaf_value=0.0042232156769978369 -0.0011057634130146217 0.0020779027459905562 0.0012450797531634349 -0.00066216064815862461 -0.00013271459262459407 0.0019231788435677165 0.0020812547348604007 0.0051905538386459674 -0.0003288992435675547 -0.0019939006635368785 0.0038901779228676658
leaf_weight=94 59 1501 52 82 88 54 98 69 121 54 69
leaf_count=94 59 1501 52 82 88 54 98 69 121 54 69
internal_value=0 0.00188506 0.00178458 0.00189606 0.00200097 0.0020992 0.00198523 0.00375653 0.000749377 -0.00040447 0.00215758
internal_weight=0 2282 2188 2082 2000 1912 1789 123 219 106 1570
internal_count=2341 2282 2188 2082 2000 1912 1789 123 219 106 1570
is_linear=0
shrinkage=0.00493554


Tree=409
num_leaves=26
num_cat=0
split_feature=3 3 43 3 16 16 47 3 16 43 43 475 159 3 43 49 3 43 49 3 16 16 43 50 16
split_gain=742.225 286.413 292.406 98.9185 76.7227 74.5221 54.2259 43.9758 41.5003 38.9223 34.163 25.7221 24.5428 20.3585 16.8864 12.8659 11.8256 25.4774 7.89784 6.72722 6.41324 5.58368 4.94153 5.17002 2.39272
threshold=-0.06340999999999998 0.30112000000000005 -0.049364999999999992 0.11745500000000002 -0.16238499999999997 -0.39442499999999997 0.077555000000000013 -0.116045 -0.011859999999999997 -0.090809999999999988 -0.12584499999999996 -0.085684999999999997 0.092630000000000018 -0.12595999999999999 0.0032700000000000003 0.10969000000000002 0.091170000000000015 0.0066850000000000008 0.087950000000000014 -0.078964999999999994 -0.091624999999999984 -0.082219999999999988 -0.020049999999999995 0.077805000000000013 -0.089984999999999996
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 4 6 -2 7 16 -1 13 -6 -10 -12 15 -7 18 19 17 -4 22 -13 -16 -22 23 -15 -24
right_child=1 -3 3 -5 9 8 -8 -9 10 -11 11 12 -14 14 20 -17 -18 -19 -20 -21 21 -23 24 -25 -26
leaf_value=0.0077531836402126809 0.0039498934242889715 0.0035929542707047856 0.0111975056315947 0.0072248531123646461 0.0087562444630251458 0.012801150616163626 0.012473829271501672 0.010742952609747497 0.0087420006433677304 0.0061788474769923635 0.01201881870171998 0.011056210622534864 0.0090874423080827167 0.011075363148104473 0.0099601184220371817 0.0095280919967751284 0.0090351037991376719 0.009067712373502658 0.010596943932398786 0.010193083217918357 0.011547812802193804 0.010533722230288135 0.012142180113003029 0.011703927916870773 0.011599204258308743
leaf_weight=75 69 91 81 75 57 53 64 52 65 102 75 261 71 227 68 52 73 62 69 73 53 98 77 131 167
leaf_count=75 69 91 81 75 57 53 64 52 65 102 75 261 71 227 68 52 73 62 69 73 53 98 77 131 167
internal_value=0 0.00771218 0.0083551 0.00977198 0.00614888 0.0108166 0.0104542 0.00897755 0.0109682 0.00710299 0.0104526 0.0106616 0.0104388 0.0112946 0.0112049 0.0106873 0.00985561 0.0102743 0.0114018 0.0108676 0.0106013 0.0108898 0.011494 0.0113054 0.0117707
internal_weight=0 674 583 355 228 1667 280 127 1540 159 597 532 457 943 890 386 216 143 671 334 219 151 602 358 244
internal_count=2341 674 583 355 228 1667 280 127 1540 159 597 532 457 943 890 386 216 143 671 334 219 151 602 358 244
is_linear=0
shrinkage=0.00249621


Tree=410
num_leaves=29
num_cat=0
split_feature=1 52 484 40 1 2 1 2 12 16 12 4 2 4 1 43 16 50 16 43 2 2 12 50 12 130 42 4
split_gain=2141.85 418.281 214.114 174.234 137.876 119.101 60.7304 65.2959 56.8086 51.0701 46.0483 42.5222 29.6005 29.5869 28.9634 24.6367 22.3416 16.6923 22.4994 15.4036 11.1102 8.4892 7.69396 5.87741 5.32248 4.27362 2.92271 2.18447
threshold=0.10384000000000002 -0.41304999999999997 -1.0000000180025095e-35 -0.03549999999999999 0.13554500000000003 0.099450000000000024 0.085720000000000005 0.086165000000000005 0.088745000000000004 -0.0094449999999999968 0.086885000000000004 0.50373500000000015 0.12330500000000001 -0.060264999999999992 0.11323000000000001 -0.093419999999999989 0.15737500000000001 0.08461500000000001 -0.013125 -1.0000000180025095e-35 0.091725000000000015 0.088710000000000011 0.08073000000000001 0.091130000000000017 0.095815000000000011 -0.0087849999999999977 0.088465000000000002 -0.07581499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 8 6 10 17 9 14 15 -6 13 -7 -4 -5 20 18 -8 24 25 22 -17 -19 -15 -12 -22 -25
right_child=1 2 4 5 11 12 7 -9 -10 -11 16 -13 -14 19 -16 21 -18 23 -20 -21 26 -23 -24 27 -26 -27 -28 -29
leaf_value=0.0052760277590572086 0.0083849368690057033 0.0063890031568955312 0.0044285580188441328 0.0099938966205964652 0.0021141740909057915 0.0081048752490461527 0.0064935442069891649 0.005740498040847598 0.0049599319712802748 0.0016185293746395716 0.0087716136163388699 4.3431460609792202e-05 0.0057017725488463294 0.0075203098121621589 0.0028210046257478747 0.0094557872778827622 0.0069302318096209799 0.0087818826395521035 0.0080136808424638648 0.0059388484482295317 0.0075453381028651283 0.0080852344025668169 0.0086884964311215104 0.0078098785466644144 0.0067374428479354126 0.0082628307055598871 0.0080408157691907647 0.0083249604935325162
leaf_weight=85 57 59 68 55 69 84 55 57 60 69 73 66 54 61 87 52 54 54 84 53 85 69 336 65 59 269 82 53
leaf_count=85 57 59 68 55 69 84 55 57 60 69 73 66 54 61 87 52 54 54 84 53 85 69 336 65 59 269 82 53
internal_value=0 0.00366284 0.0030997 0.00785519 0.00263648 0.00798017 0.00820333 0.00755622 0.00336586 0.00293878 0.00842484 0.00110196 0.00694467 0.00720574 0.00352638 0.00882547 0.00806046 0.00788894 0.00741233 0.00676905 0.00818033 0.00868481 0.00879138 0.00827399 0.00713556 0.00837149 0.00778874 0.0080414
internal_weight=0 535 478 1839 419 1754 1443 368 284 224 1075 135 311 257 155 512 563 311 139 173 509 457 388 172 120 342 167 118
internal_count=2374 535 478 1839 419 1754 1443 368 284 224 1075 135 311 257 155 512 563 311 139 173 509 457 388 172 120 342 167 118
is_linear=0
shrinkage=0.00184409


Tree=411
num_leaves=23
num_cat=0
split_feature=1 1 3 10 1 0 14 12 15 15 1447 3 0 150 12 3 394 0 16 16 52 15
split_gain=1474.88 308.62 129.1 96.8133 96.7183 146.6 81.206 52.8661 51.6334 27.0472 25.2859 29.9652 22.4228 20.9475 16.9344 15.7385 12.8595 12.7017 10.3191 5.56457 9.07032 4.36227
threshold=0.10384000000000002 0.12450500000000002 -0.029309999999999996 -0.0069899999999999988 0.090485000000000024 -0.09194999999999999 0.062655000000000016 0.092655000000000015 -0.12640499999999996 -0.086599999999999996 -0.082869999999999985 -0.107915 -0.050094999999999994 0.084680000000000019 0.088395000000000015 0.021805000000000001 -0.084129999999999996 -0.086409999999999987 0.059920000000000008 -0.090394999999999989 0.10855000000000002 0.091990000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 -3 6 -6 7 10 -5 -2 17 -12 18 -4 -7 16 -13 -1 19 -9 -21 -16
right_child=1 3 13 8 5 14 -8 12 -10 -11 11 15 -14 -15 21 -17 -18 -19 -20 20 -22 -23
leaf_value=0.011581066482824681 0.0077631805931009977 0.00024721253007269615 0.0066336895302188149 0.0031560436532671872 0.0064657023920996759 0.0094536656935141992 0.014077457080940211 0.010056038003174974 0.0061675141807698911 0.010156032060860833 0.0092547336514142847 0.012419228852695623 0.0086169889493147404 0.0046403933514622868 0.01160171282101943 0.010039066413167036 0.011303212044554808 0.013374592089282088 0.0095484502628675177 0.011378729150415623 0.010168700445785083 0.010696797423527443
leaf_weight=54 52 53 101 99 83 61 66 72 70 99 54 83 56 61 74 65 761 61 72 123 71 83
leaf_count=54 52 53 101 99 83 61 66 72 70 99 54 83 56 61 74 65 761 61 72 123 71 83
internal_value=0 0.00583112 0.00754724 0.00341141 0.0108923 0.00950091 0.0111646 0.011034 0.00440357 0.00933219 0.0113416 0.0111993 0.0101923 0.0058833 0.0106564 0.0113148 0.011413 0.0125327 0.0104532 0.0106979 0.010936 0.0111235
internal_weight=0 535 313 222 1839 301 1538 1472 169 151 1078 963 394 162 218 909 844 115 338 266 194 157
internal_count=2374 535 313 222 1839 301 1538 1472 169 151 1078 963 394 162 218 909 844 115 338 266 194 157
is_linear=0
shrinkage=0.0026828


Tree=412
num_leaves=29
num_cat=0
split_feature=1 52 1 2 3 1 12 3 14 3 43 3 12 16 1 43 13 43 2 13 12 16 51 16 50 3 2 133
split_gain=2573.54 467.083 292.429 166.732 153.085 119.423 121.678 81.8463 70.8706 59.3174 58.6422 51.6925 30.3 28.0487 20.3882 23.7321 16.4474 13.883 13.7891 12.8973 11.4631 16.7026 9.64121 15.2987 7.24989 6.23533 4.00398 3.85538
threshold=0.10384000000000002 -0.42364999999999992 0.12450500000000002 0.099450000000000024 -0.029309999999999996 0.090485000000000024 0.085845000000000019 0.30112000000000005 0.062655000000000016 -0.058704999999999993 -0.072864999999999985 -0.10468499999999999 0.09141500000000001 -0.0094449999999999968 0.085720000000000005 -0.00027999999999999998 -0.010419999999999997 -0.11741999999999998 0.11252000000000002 -0.077759999999999982 0.087615000000000012 0.062365000000000011 -0.020604999999999995 -0.063814999999999997 0.088425000000000017 -0.075194999999999998 0.091335000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 8 -7 10 12 19 -4 -3 14 16 20 -16 -6 -14 -11 -5 21 -1 -21 -24 -8 26 -19 -22
right_child=1 2 7 9 13 6 24 -9 -10 18 -12 -13 17 -15 15 -17 -18 25 -20 22 27 -23 23 -25 -26 -27 -28 -29
leaf_value=0.010683370170802698 0.010453984972920265 0.0056705900702479564 0.0010336139053824167 0.010017863344718559 0.0035774487756151307 0.0059698020075147455 0.0091911128006474177 -0.0001733475494797475 0.012718550896804478 0.007862562222102203 0.0039320317587091119 0.0087760771888511138 0.0087742271920362592 0.0024826919184231517 0.010431853841921296 0.0085503580177936269 0.005338366384184081 0.010699464656269277 0.0062483575897507044 0.0094024039048521604 0.010499598646752907 0.011909538152137359 0.0091830401108747121 0.0074903102326977196 0.010134334080779839 0.0093687119775403022 0.0099187538100518769 0.009921750586827564
leaf_weight=501 55 52 60 55 52 60 80 75 64 53 81 54 66 53 89 53 53 53 52 74 126 62 54 52 83 64 89 109
leaf_count=501 55 52 60 55 52 60 80 75 64 53 81 54 66 53 89 53 53 53 52 74 126 62 54 52 83 64 89 109
internal_value=0 0.00432139 0.00361865 0.00985762 0.00518719 0.0101763 0.00867567 0.00170144 0.0104385 0.00845262 0.00269883 0.00725285 0.0103181 0.00380121 0.0105073 0.00972977 0.00446652 0.009664 0.00706337 0.00907324 0.0106457 0.0108184 0.00878448 0.00835287 0.00967155 0.00994896 0.0102103 0.0102317
internal_weight=0 535 480 1839 264 1499 223 216 1276 340 141 106 1212 158 940 142 105 272 105 235 798 563 180 106 163 206 142 235
internal_count=2374 535 480 1839 264 1499 223 216 1276 340 141 106 1212 158 940 142 105 272 105 235 798 563 180 106 163 206 142 235
is_linear=0
shrinkage=0.00222161


Tree=413
num_leaves=21
num_cat=0
split_feature=2 2 2 2 0 0 2 14 43 0 15 15 16 42 16 43 475 475 131 15
split_gain=1842.8 1074.48 368.574 268.634 229.833 174.782 121.334 103.734 94.2598 79.4669 87.5414 57.387 50.118 33.5177 27.2707 19.7263 18.3661 16.7417 10.8664 7.23878
threshold=0.11366500000000002 -1.0000000180025095e-35 0.13290500000000002 0.099450000000000024 -0.13010499999999997 -0.084114999999999981 0.16730000000000003 0.062655000000000016 -0.049914999999999994 -0.10891999999999999 -0.10065999999999999 -0.10312999999999999 0.25032500000000008 0.089005000000000015 0.26391000000000003 0.26450500000000005 -0.0048199999999999988 -1.0000000180025095e-35 0.079255000000000006 -0.013084999999999998
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 8 5 7 -5 -2 11 9 -1 10 -3 -4 13 15 -7 -11 -6 -14 -15 -18
right_child=2 3 6 4 16 14 -8 -9 -10 12 -12 -13 17 18 -16 -17 19 -19 -20 -21
leaf_value=0.0031726210721682853 0.0044570636666094593 0.010309969433183786 0.0025495795869769069 0.0053049619585065332 0.0099975281706542272 0.0070546811744353378 0.00053778383011256637 0.012291410557215162 0.0062018456310281665 0.010362973138498252 0.0071245351653691979 0.0051059000346048624 0.0096785752949979202 0.0097499056640174622 0.0089234751960225317 0.0091843446228626197 0.0083164923023316441 0.0082899302765681963 0.008851868929358098 0.0091437979239543544
leaf_weight=89 84 52 62 82 53 52 58 65 62 854 75 63 53 269 60 54 81 75 59 72
leaf_count=89 84 52 62 82 53 52 58 65 62 854 75 63 53 269 60 54 81 75 59 72
internal_value=0 0.00925266 0.00471684 0.00964866 0.00797544 0.0065137 0.00279223 0.00995835 0.00441654 0.00985662 0.00842897 0.00383813 0.00998954 0.010106 0.008056 0.0102929 0.00903834 0.00886507 0.00958843 0.00870594
internal_weight=0 1995 379 1844 288 196 183 1556 151 1491 127 125 1364 1236 112 908 206 128 328 153
internal_count=2374 1995 379 1844 288 196 183 1556 151 1491 127 125 1364 1236 112 908 206 128 328 153
is_linear=0
shrinkage=0.00188563


Tree=414
num_leaves=20
num_cat=0
split_feature=4 3 39 43 14 14 16 3 4 16 13 4 3 16 16 43 16 4 133
split_gain=1994.31 723.975 531.751 137.292 96.1515 88.3718 88.9186 78.4724 74.1781 70.6705 38.5131 32.9679 28.582 59.8633 27.2164 15.1071 14.1931 7.73638 2.98693
threshold=0.30163500000000004 0.30112000000000005 0.082470000000000016 -0.073404999999999984 0.076175000000000007 -0.44847999999999993 -0.49181999999999998 -0.067429999999999976 -0.37626499999999991 -0.013324999999999998 -0.0094049999999999984 0.0049200000000000008 -0.097574999999999981 0.081265000000000018 -0.54150999999999994 0.043850000000000007 -0.11010999999999999 -0.0052149999999999992 0.088920000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 7 -2 14 11 -9 17 -4 12 13 -1 -7 -14 -13 -10 -18
right_child=5 -3 3 -5 -6 6 -8 8 9 -11 -12 16 15 -15 -16 -17 18 -19 -20
leaf_value=0.011295376145796971 0.0076778626500601755 0.0030278964122142783 0.0080010736156495496 0.011679185114011564 0.016036021570181226 0.0066071940704810596 0.0016543756229970995 0.014179618080951138 0.012834701938611878 0.0088810049249252905 0.0049475905497548909 0.012990637405032963 0.013657008705016991 0.014034671913964247 0.0041687397221275221 0.012758307458248035 0.012029125168242276 0.011605768442255835 0.011186546326396657
leaf_weight=123 54 54 61 53 72 56 74 66 52 71 52 102 940 97 70 148 68 109 52
leaf_count=123 54 54 61 53 72 56 74 66 52 71 52 102 940 97 70 148 68 109 52
internal_value=0 0.0124448 0.0126909 0.00821923 0.0130816 0.00472018 0.00392147 0.0129652 0.0117414 0.0110476 0.00659618 0.0132035 0.0133613 0.0125033 0.00525272 0.0135348 0.0122738 0.0120029 0.0116642
internal_weight=0 2120 2066 166 1900 254 200 1828 298 232 113 1530 1308 220 126 1088 222 161 120
internal_count=2374 2120 2066 166 1900 254 200 1828 298 232 113 1530 1308 220 126 1088 222 161 120
is_linear=0
shrinkage=0.00260504


Tree=415
num_leaves=18
num_cat=0
split_feature=3 9 2 2 11 52 16 3 475 16 1 475 483 3 2 3 13
split_gain=109.969 57.2022 32.4878 14.6495 28.2212 18.0922 29.8678 27.1304 18.023 15.5828 13.5847 11.7008 10.4118 14.9429 10.1299 8.93055 3.87546
threshold=0.31370500000000007 -1.0000000180025095e-35 0.13752500000000004 0.098365000000000022 0.079915000000000014 0.044705000000000002 0.052915000000000011 -0.070649999999999977 -0.0095899999999999978 0.51148500000000008 0.12450500000000002 -0.088274999999999978 -0.070084999999999981 0.092330000000000009 0.11517500000000001 -0.00079499999999999981 -0.04009999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 6 7 -5 -8 -10 -4 -3 -13 -14 16 -9 -7
right_child=-2 2 10 5 -6 14 8 15 9 -11 -12 12 13 -15 -16 -17 -18
leaf_value=-0.00094298985273412765 -0.0025107541019730433 0.0020613802245436083 0.0033230676721392781 -0.0016958401977686631 0.0085605271863980117 0.0051852484299845028 0.0069561494733038475 0.0014873069827836612 0.0015803148391190566 0.0055257276406606003 -0.00059823579931563313 0.0064732881881114195 0.0046741278770453349 0.001838753239187359 0.0032747537634720573 0.0043291152609820534 0.0073364105635049422
leaf_weight=66 79 55 54 58 57 52 65 72 69 56 55 93 1333 60 53 65 52
leaf_count=66 79 55 54 58 57 52 65 72 69 56 55 93 1333 60 53 65 52
internal_value=0 0.00415318 0.00430276 0.00445344 0.00472122 0.00366383 0.0030154 0.00148779 0.0045829 0.00334833 0.00134388 0.00457917 0.00467232 0.00455204 0.00525355 0.00283604 0.0062614
internal_weight=0 2315 2249 2140 1598 542 385 195 190 125 109 1541 1486 1393 157 137 104
internal_count=2394 2315 2249 2140 1598 542 385 195 190 125 109 1541 1486 1393 157 137 104
is_linear=0
shrinkage=0.00555461


Tree=416
num_leaves=14
num_cat=0
split_feature=2 9 2 11 2 39 151 12 13 12 15 2 12
split_gain=74.9179 39.3333 16.6597 20.125 26.9553 18.4651 24.0159 19.3413 20.8463 15.6538 13.358 9.73945 15.2988
threshold=0.16730000000000003 -1.0000000180025095e-35 0.099325000000000011 0.079915000000000014 -0.087244999999999975 0.098220000000000016 -0.086824999999999986 -0.064509999999999984 -0.15416999999999995 -0.013764999999999998 -0.087984999999999994 0.09678500000000001 0.083325000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 -8 -9 -6 -10 12 -11
right_child=-2 2 5 -5 9 -7 7 8 10 11 -12 -13 -14
leaf_value=-0.00074250444829375385 -0.0031240590966551728 -0.00016958034434686172 -0.00025306786407776078 0.0074462348401787108 0.0072347094873494323 -0.00023613732658666508 0.0069754288890807618 -1.0289187244832814e-05 0.0019117259034789596 0.0022341084148085424 0.0043484119639579004 0.0064062822342992745 0.004098315875449037
leaf_weight=69 58 53 60 58 52 57 54 58 103 172 308 54 1238
leaf_count=69 58 53 60 58 52 57 54 58 103 172 308 54 1238
internal_value=0 0.00361111 0.00374365 0.00405852 0.00393325 0.00294311 0.00325405 0.00365652 0.00327425 0.00407672 0.00373791 0.00396451 0.00387095
internal_weight=0 2336 2267 1627 1569 640 583 523 469 1516 411 1464 1410
internal_count=2394 2336 2267 1627 1569 640 583 523 469 1516 411 1464 1410
is_linear=0
shrinkage=0.00585438


Tree=417
num_leaves=20
num_cat=0
split_feature=1 2 15 15 2 132 0 40 0 52 15 15 15 1 52 2 1446 42 402
split_gain=56.205 20.5697 22.0772 13.446 20.8267 16.6035 21.2832 19.9257 20.6534 27.9003 20.5946 14.2966 12.5223 11.8512 6.14674 4.95789 3.23918 2.13996 1.93802
threshold=0.14967500000000003 0.13733000000000004 -0.05332499999999999 0.029300000000000003 0.10364000000000001 0.084605000000000014 0.12474500000000001 -0.081804999999999975 -0.069074999999999984 -0.092264999999999986 -0.0070899999999999991 -0.07879499999999999 0.087720000000000006 1.0000000180025095e-35 -0.0068949999999999992 0.084045000000000022 0.037915000000000011 0.081180000000000016 -0.018864999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 12 6 7 -1 10 -10 -9 -7 13 15 -14 -5 17 -16 -17
right_child=-2 2 -4 4 -6 11 -8 8 9 -11 -12 -13 14 -15 16 18 -18 -19 -20
leaf_value=0.0061627057482023734 -0.0032553726628886731 0.0028713408966347391 -0.0022989868811630282 0.0052508027176364101 0.0071891159873395004 0.0025500791931347723 0.0067344120773882143 0.0034124178883461606 0.0029726896581072104 -0.0012362123688354717 5.3007733300378843e-05 -0.0016890356511277988 0.0011493302992485661 0.0068015113743011054 0.0035702331892810716 0.0043244106398983824 0.0046028857364962157 0.0026624961933816482 0.0029614271068786622
leaf_weight=64 52 72 52 72 62 66 55 781 129 104 73 52 60 65 158 55 54 241 127
leaf_count=64 52 72 52 72 62 66 55 781 129 104 73 52 60 65 158 55 54 241 127
internal_value=0 0.00310001 0.000702618 0.00323401 0.00380718 0.00284694 0.00305877 0.00288308 0.00268992 0.00109376 0.00312533 0.000681448 0.00355508 0.00449622 0.00296972 0.00390603 0.00321069 0.00302211 0.00337367
internal_weight=0 2342 124 2218 894 1324 1206 1151 1087 233 854 118 832 319 513 254 453 399 182
internal_count=2394 2342 124 2218 894 1324 1206 1151 1087 233 854 118 832 319 513 254 453 399 182
is_linear=0
shrinkage=0.00604683


Tree=418
num_leaves=17
num_cat=0
split_feature=2 4 4 1 148 0 0 1 1 1429 133 4 0 133 13 1
split_gain=41.8147 19.5499 16.8736 17.1935 15.3923 24.2457 19.934 11.5511 17.3766 9.62795 9.15187 16.4438 11.4779 10.0228 7.92309 5.29297
threshold=0.17000000000000001 0.032965000000000001 0.065590000000000009 0.079415000000000013 -0.066239999999999979 -0.15653499999999998 -0.11208499999999998 0.11091000000000002 0.10124500000000002 0.086825000000000013 0.032620000000000003 0.30163500000000004 -0.18087499999999998 0.094055000000000014 -0.016999999999999998 0.10726500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -7 8 9 -8 11 15 -13 -12 -14 -4
right_child=-2 2 10 -5 5 6 7 -9 -10 -11 13 12 14 -15 -16 -17
leaf_value=-1.1845221314174809e-05 -0.0024955967321239848 0.0014167521759910374 0.0019955870636418054 -0.0025665438353057787 0.0057703928691885285 0.00022598578740522761 0.0026412363358527089 0.0050034509569307113 0.00020683886062787115 0.0046175479661011926 0.0047126024983873789 0.0024357601978696585 -0.0018851816668376553 0.001678069401053745 0.00085431399842176409 0.0041966610419005151
leaf_weight=64 54 74 80 55 71 101 1318 61 83 76 62 54 63 65 60 53
leaf_count=64 54 74 80 55 71 101 1318 61 83 76 62 54 63 65 60 53
internal_value=0 0.00230674 0.00143332 -0.000281106 0.00258538 0.00268262 0.00254882 0.00270132 0.00260621 0.00274902 0.00193954 0.00143938 0.000361714 0.00315995 -0.000548374 0.00287314
internal_weight=0 2340 566 129 1774 1710 1639 1538 1477 1394 437 310 177 127 123 133
internal_count=2394 2340 566 129 1774 1710 1639 1538 1477 1394 437 310 177 127 123 133
is_linear=0
shrinkage=0.00539605


Tree=419
num_leaves=23
num_cat=0
split_feature=4 12 3 3 4 12 3 11 0 12 0 3 4 0 0 48 12 3 12 51 12 3
split_gain=1527.66 507.879 236.714 114.034 143.154 106.91 91.0544 83.2449 72.207 52.8484 52.3021 51.7025 49.8142 28.0119 22.3238 16.6057 13.6238 8.83649 7.10628 4.64688 7.55814 3.82072
threshold=0.30163500000000004 0.078515000000000015 0.14363500000000004 -0.0035149999999999995 -0.030434999999999993 0.12701500000000002 0.16158000000000003 1.0000000180025095e-35 -0.071844999999999978 0.093270000000000006 -0.099059999999999995 0.09037000000000002 0.0049200000000000008 -0.039129999999999991 -0.076639999999999986 0.083570000000000019 0.09697500000000002 -0.088714999999999988 0.08623500000000002 -1.0000000180025095e-35 0.089835000000000012 -0.082334999999999978
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 2 3 8 -5 7 10 12 -1 -9 -2 -6 14 -12 15 18 19 -16 -3 -14 -21 -19
right_child=6 5 -4 4 11 -7 -8 9 -10 -11 13 -13 16 -15 17 -17 -18 21 -20 20 -22 -23
leaf_value=0.0080346711154837512 0.0053290857302640288 0.011200522456731081 0.0022693687181781293 0.01208142861697334 0.009151181817719279 0.0067461942137265569 -0.00035745072587720165 0.014011767987112898 0.0047081963099360035 0.010523163692454925 0.0013423604935115969 0.0055357652519829941 0.0090355204328048788 0.0039413127794371196 0.0089443519131756875 0.0097267228514187534 0.0083827985885600396 0.010750419542643058 0.010689692319962713 0.01072312505638176 0.0093409803279004711 0.0099307126957843064
leaf_weight=99 75 303 61 82 60 56 54 76 89 53 68 54 53 53 57 103 86 55 570 55 60 172
leaf_count=99 75 303 61 82 60 56 54 76 89 53 68 54 53 53 57 103 86 55 570 55 60 172
internal_value=0 0.00972036 0.0071724 0.00795119 0.00938131 0.0103877 0.00272231 0.0105118 0.00646006 0.0125787 0.00357096 0.00743887 0.0103357 0.00248098 0.010554 0.0107467 0.00925244 0.00989169 0.010867 0.00969744 0.0100023 0.0101294
internal_weight=0 2144 445 384 196 1699 250 1643 188 129 196 114 1514 121 1260 976 254 284 873 168 115 227
internal_count=2394 2144 445 384 196 1699 250 1643 188 129 196 114 1514 121 1260 976 254 284 873 168 115 227
is_linear=0
shrinkage=0.00267901


Tree=420
num_leaves=27
num_cat=0
split_feature=4 3 3 376 4 51 4 4 3 160 16 13 11 42 4 4 3 16 16 16 51 16 475 13 13 52
split_gain=1801.78 627.614 272.286 292.716 134.223 119.097 62.1399 60.2535 46.0157 63.43 36.574 35.9196 34.9398 37.2172 33.3869 32.5882 29.712 24.2832 23.6657 19.6068 15.3174 12.4761 12.2337 8.06428 5.8938 1.24855
threshold=0.27834500000000006 -0.06340999999999998 0.20828500000000003 0.080200000000000007 -0.37626499999999991 0.10174000000000001 -0.00013999999999999996 0.0063250000000000008 -0.11756999999999999 -0.076214999999999991 -0.48186499999999993 0.039845000000000012 0.079915000000000014 -0.047714999999999987 0.043850000000000007 -0.082509999999999986 -0.090854999999999977 -0.11010999999999999 0.41593000000000008 0.0086100000000000013 -0.085504999999999984 -0.011859999999999997 -0.072689999999999991 -0.021674999999999996 -0.087359999999999979 0.085310000000000011
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 7 3 4 -3 6 -6 11 -2 -10 -11 15 13 -13 -8 21 -17 24 -19 20 -18 23 -21 -1 -9 -25
right_child=8 2 -4 -5 5 -7 14 17 9 10 -12 12 -14 -15 -16 16 19 18 -20 22 -22 -23 -24 25 -26 -27
leaf_value=0.011992485195054891 0.004577667706179833 0.011365849799664499 0.0022976855832492677 0.0038479556310773268 0.0071398823477411381 0.0049694371789280141 0.010905393144477749 0.0090708636455153462 0.0044892078398898055 0.0027755252799364733 0.00045811476524574164 0.009523867468178019 0.010672482462833074 0.0071755810068860008 0.0086623002785401384 0.0085710631541846376 0.011581085529917788 0.0070487821082279196 0.0091360211003579314 0.010401137548606771 0.010290459752929 0.010108872470340709 0.0090471779804497648 0.011224050404113011 0.010125095669032361 0.010791219957956656
leaf_weight=59 69 70 55 85 95 59 55 52 55 70 71 103 69 53 92 61 52 54 59 52 604 62 105 70 60 80
leaf_count=59 69 70 55 85 95 59 55 52 55 70 71 103 69 53 92 61 52 54 59 52 604 62 105 70 60 80
internal_value=0 0.00927299 0.0070791 0.00765575 0.00852809 0.00786806 0.00857465 0.00997584 0.00297982 0.00241718 0.00160877 0.0101551 0.00932317 0.00872621 0.00950172 0.0103186 0.0101046 0.0088841 0.00813879 0.0102196 0.0103928 0.0110087 0.00949578 0.0112755 0.00963585 0.0109934
internal_weight=0 2106 511 456 371 301 242 1595 265 196 141 1370 225 156 147 1145 874 225 113 813 656 271 157 209 112 150
internal_count=2371 2106 511 456 371 301 242 1595 265 196 141 1370 225 156 147 1145 874 225 113 813 656 271 157 209 112 150
is_linear=0
shrinkage=0.00227455


Tree=421
num_leaves=16
num_cat=0
split_feature=0 13 30 48 4 2 13 4 2 16 16 16 4 2 4
split_gain=37.3892 22.8468 21.516 16.1145 15.4513 16.5531 14.5703 20.2886 25.8386 14.2755 13.5178 12.6567 15.6864 9.73127 6.58451
threshold=-0.13740499999999997 -0.014825 0.086815000000000017 0.093265000000000015 0.50373500000000015 0.13194500000000003 -0.10664 -0.17689999999999997 0.10060500000000001 0.0086100000000000013 0.12292000000000002 -0.011989999999999999 0.25472500000000003 0.10272000000000002 0.0030100000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 6 -2 8 -8 -9 14 12 -3 -1 -5
right_child=2 11 -4 10 -6 -7 7 9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.00084706168584697912 0.00062769708655717178 0.0049324972001417956 -0.00060609199093303702 0.003832678184826026 0.0010435131188907131 0.0066865421779723567 0.0092405000544794353 0.0037650058801633026 0.0036421972184986907 0.0021589506591349257 -0.0010233792697114819 -0.00026588629932896668 0.00067227503021548914 -0.0025362422054453619 0.0010289049835584068
leaf_weight=61 63 89 54 80 90 69 56 1185 75 263 53 52 54 72 55
leaf_count=61 63 89 54 80 90 69 56 1185 75 263 53 52 54 72 55
internal_value=0 0.00100771 0.0032753 0.00338071 0.00356202 0.00369446 0.00356868 0.00368598 0.00603587 0.00347334 0.00164343 0.00236651 0.00332421 -0.000984001 0.00269089
internal_weight=0 328 2043 1989 1801 1711 1642 1579 131 1448 188 195 143 133 135
internal_count=2371 328 2043 1989 1801 1711 1642 1579 131 1448 188 195 143 133 135
is_linear=0
shrinkage=0.00623357


Tree=422
num_leaves=25
num_cat=0
split_feature=15 2 13 2 0 2 43 15 2 0 13 49 15 15 0 13 1429 47 2 42 13 43 2 2
split_gain=614.375 386.312 174.474 147.663 115.437 70.4847 44.5224 39.7761 41.2612 31.8298 31.4632 30.3181 24.0897 17.508 16.1109 15.3236 14.9818 15.3113 14.0373 7.22633 4.71427 4.18089 3.39152 3.28877
threshold=-0.25061999999999995 0.10527500000000002 -0.16392499999999996 -0.007134999999999999 -0.079249999999999987 0.13880500000000004 -1.0000000180025095e-35 0.016500000000000004 0.093200000000000019 -0.14151499999999997 -0.0074049999999999993 0.076585000000000014 -0.021954999999999999 0.084745000000000015 -0.071339999999999987 -0.0021749999999999994 0.084770000000000012 0.11043500000000002 0.086315000000000017 0.088200000000000014 0.0043500000000000006 0.0061450000000000003 0.11123500000000001 0.08400500000000001
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=6 3 -3 -2 15 12 -1 8 16 -9 -8 14 -6 23 -10 -4 17 18 -5 20 -15 -21 -14 -11
right_child=1 2 4 7 5 -7 10 9 11 13 -12 -13 22 19 -16 -17 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0017732607198907347 0.0051058280362747633 0.0019188954857732525 0.0053712097074215424 0.0092474375218888922 0.0071414159147210792 0.0048070643115764623 0.00292355789151471 0.010789711908066031 0.005642088532743084 0.010208638299188156 0.0056582573895992824 0.0082875343256582495 0.0093866899422557926 0.0090458554139315091 0.0074880192686522136 0.0035291149017646099 0.0074465503122413601 0.007459958537366574 0.0083822732448666937 0.0085404087289530015 0.0083469052182699368 0.0078280344169107847 0.0084550940848436562 0.0093429783108551056
leaf_weight=87 85 67 52 242 95 55 58 58 74 52 52 101 52 276 53 68 76 62 249 176 83 79 52 67
leaf_count=87 85 67 52 242 95 55 58 58 74 52 52 101 52 276 53 68 76 62 249 176 83 79 52 67
internal_value=0 0.00784341 0.00571113 0.00838599 0.00639041 0.00736487 0.00313768 0.00855516 0.00817399 0.00896811 0.00421657 0.00724331 0.00807167 0.00882393 0.00641265 0.00432758 0.00851129 0.00865757 0.00880874 0.00864993 0.00888434 0.00831982 0.00892115 0.00972148
internal_weight=0 2174 441 1733 374 254 197 1648 857 791 110 228 199 733 127 120 629 553 491 614 359 255 104 119
internal_count=2371 2174 441 1733 374 254 197 1648 857 791 110 228 199 733 127 120 629 553 491 614 359 255 104 119
is_linear=0
shrinkage=0.00255143


Tree=423
num_leaves=19
num_cat=0
split_feature=1 3 1 150 0 3 1 15 43 3 3 0 43 15 3 49 160 3
split_gain=2539.68 411.007 267.62 233.529 101.743 125.604 97.2162 87.1374 80.8393 77.7584 47.9203 61.6435 42.7692 32.5629 29.8087 27.4244 9.93504 12.9693
threshold=0.109225 -0.06340999999999998 0.092415000000000011 1.0000000180025095e-35 0.062580000000000011 -0.15197999999999998 0.13554500000000003 -0.083029999999999979 -0.048514999999999996 -0.025669999999999995 0.092330000000000009 -0.14454499999999995 0.0032700000000000003 0.083815000000000014 0.25468500000000005 0.098655000000000007 -0.00040999999999999994 -0.10919499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 9 5 -1 8 -2 -3 16 11 -7 15 -14 -8 -13 -4 -18
right_child=1 6 3 -5 -6 10 14 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19
leaf_value=0.014168172198310611 0.0063184697043262095 0.003377411272181162 0.010080700451011672 0.0064402036559671897 0.0085328794759577282 0.013054019256065943 0.0034811164651303052 0.009736245191535986 0.0061827485271434938 0.008492103745097089 0.0092039207348267593 0.01129651738999927 0.009345780605619235 0.010820165510689905 0.0015144335467816923 0.010313813331231082 0.011832252658742487 0.010552498755605872
leaf_weight=53 52 75 52 96 63 62 68 71 92 84 56 971 96 163 57 130 58 72
leaf_count=53 52 75 52 96 63 62 68 71 92 84 56 971 96 163 57 130 58 72
internal_value=0 0.0052171 0.0106779 0.00912135 0.0110314 0.0111342 0.00392199 0.00829151 0.00492299 0.0100889 0.0110254 0.0110971 0.0110078 0.0102738 0.00258448 0.0111805 0.0108258 0.0111236
internal_weight=0 415 1956 362 1594 1531 292 123 167 266 1478 1422 1360 259 125 1101 182 130
internal_count=2371 415 1956 362 1594 1531 292 123 167 266 1478 1422 1360 259 125 1101 182 130
is_linear=0
shrinkage=0.00200493


Tree=424
num_leaves=20
num_cat=0
split_feature=1 3 39 4 2 2 2 0 4 4 3 3 3 3 2 3 4 43 42
split_gain=1744.56 398.515 214.564 154.273 107.046 102.47 95.3557 60.9645 46.3255 36.449 34.8294 33.7392 31.305 63.6736 30.7563 24.3382 20.5783 15.1542 2.6095
threshold=0.10491000000000002 -0.06340999999999998 0.081875000000000017 0.41181500000000004 0.099675000000000014 0.13775000000000001 -1.0000000180025095e-35 -0.13892999999999997 0.043850000000000007 -0.42305999999999994 -0.1535 -0.058704999999999993 0.091170000000000015 -0.029309999999999996 0.091335000000000013 -0.086264999999999994 -0.013024999999999998 -0.073404999999999984 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 8 6 -3 -8 10 -6 -1 15 13 14 -12 -11 -2 -17 -10
right_child=1 5 -4 -5 9 -7 7 -9 18 11 12 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=0.013662249874225145 0.011471026735044056 0.002462310580794626 0.0072889656286107109 0.0050452835159165528 0.011718327259155984 0.0017025655293134625 0.0047273826511544954 0.0079981975242479145 0.0093825226201583109 0.0084245400842306827 0.011641775743955444 0.0078810364068739314 0.0096807892835709067 0.014287520437038575 0.010488779028508153 0.011498267361017145 0.0093015010303160294 0.009819236281389223 0.010204801269406604
leaf_weight=52 60 78 103 52 56 100 103 61 52 52 963 71 61 56 186 60 58 92 55
leaf_count=52 60 78 103 52 56 100 103 61 52 52 963 71 61 56 186 60 58 92 55
internal_value=0 0.00552226 0.0109254 0.00876564 0.0111387 0.00390997 0.00482201 0.00594414 0.0114472 0.00981037 0.0115805 0.00942174 0.011495 0.0115868 0.0114552 0.00995783 0.0104049 0.0104822 0.00980545
internal_weight=0 512 1859 170 1756 342 242 164 1425 331 1318 275 1266 1205 1149 204 118 152 107
internal_count=2371 512 1859 170 1756 342 242 164 1425 331 1318 275 1266 1205 1149 204 118 152 107
is_linear=0
shrinkage=0.00259182


Tree=425
num_leaves=19
num_cat=0
split_feature=1 52 40 4 52 4 1 1 16 16 1 51 157 157 475 16 16 133
split_gain=1763.43 358.791 156.077 141.365 105.251 93.1373 71.1473 38.3022 36.565 33.1369 19.794 19.3564 19.7023 43.3348 20.2603 30.4457 18.0962 15.3105
threshold=0.10508500000000001 -0.40011499999999994 -0.03549999999999999 0.41181500000000004 -0.021164999999999996 0.005935000000000001 0.086050000000000015 0.12180500000000001 -0.0030599999999999998 -0.39442499999999997 0.12220000000000002 0.12016500000000001 -0.084764999999999993 -0.080299999999999996 -0.08230999999999998 0.041625000000000002 -0.48950499999999991 0.092845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 8 11 9 -5 -3 -7 -6 12 -4 -14 -15 -16 -9 -11
right_child=1 3 5 7 10 6 -8 16 -10 17 -12 -13 13 14 15 -17 -18 -19
leaf_value=0.0055976114669651668 0.0099171847203026291 0.00033525298447793924 0.010950668780840727 0.0022835407174488934 0.006644378834541163 0.010298157904086915 0.0055285024826338645 0.0010245168728832714 0.0035788101631560247 0.0086782247078178269 0.0043292487434699279 0.0081741284100494381 0.007247023164334585 0.01106910412319669 0.0098819523180623658 0.0086338259767834297 -0.001104937034092817 0.0068726861310996487
leaf_weight=92 56 60 103 71 69 74 73 52 52 102 52 65 57 90 926 189 83 60
leaf_count=92 56 60 103 71 69 74 73 52 52 102 52 65 57 90 926 189 83 60
internal_value=0 0.00316971 0.00919142 0.00230892 0.00381926 0.00938153 0.00797176 0.000600468 0.00184146 0.00872739 0.0056497 0.00968613 0.00975811 0.00966075 0.00977491 0.00967041 -0.000284479 0.00800969
internal_weight=0 495 1831 439 233 1739 309 206 112 236 121 1430 1365 1262 1205 1115 135 162
internal_count=2326 495 1831 439 233 1739 309 206 112 236 121 1430 1365 1262 1205 1115 135 162
is_linear=0
shrinkage=0.00283057


Tree=426
num_leaves=19
num_cat=0
split_feature=1 3 12 49 49 1 13 12 1 2 160 3 12 159 12 2 3 159
split_gain=60.2808 54.6762 50.4804 28.4736 35.9796 32.1829 21.4606 31.4454 16.3147 12.3298 17.9137 19.9129 42.6784 11.4651 31.9902 24.1695 11.7907 8.79783
threshold=0.11378500000000001 0.11745500000000002 -0.10236499999999998 -0.088434999999999986 -0.020999999999999994 0.085720000000000005 -0.10899499999999999 0.089125000000000024 0.13148500000000005 0.092365000000000017 1.0000000180025095e-35 -0.00079499999999999981 0.085635000000000003 0.065430000000000016 0.082530000000000006 0.084175000000000014 -0.11128999999999999 0.018290000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 -4 8 -8 13 11 12 -11 14 -6 -15 -16 -12
right_child=2 -3 6 4 9 -7 7 -9 -10 10 17 -13 -14 15 16 -17 -18 -19
leaf_value=0.0067719222350306127 0.0060805333639217495 -0.0011514721640361204 -0.0024404581178560929 0.0046480496153099753 0.007650238802989295 -0.00059979198579661981 -0.0026089785274341156 0.0036569742208310764 0.0011639740860211931 -0.0018324189440390418 0.0036544227293811445 0.0060086686002099321 0.0031845260169630187 0.00020286520905384047 0.0065668545316057278 0.0045958120387444542 0.0040759845449235051 0.0065260541199277933
leaf_weight=97 54 63 60 52 88 96 58 89 77 57 58 52 346 57 59 99 798 66
leaf_count=97 54 63 60 52 88 96 58 89 77 57 58 52 346 57 59 99 798 66
internal_value=0 0.00377325 0.00131863 0.00393446 0.00378386 0.00124366 0.000412997 0.00117757 -0.000456573 0.00400761 0.00337243 0.00287879 0.00247479 0.00434158 0.00456446 0.00299106 0.00424753 0.00518333
internal_weight=0 1988 338 1925 1828 148 284 224 135 1680 579 455 403 1101 945 156 857 124
internal_count=2326 1988 338 1925 1828 148 284 224 135 1680 579 455 403 1101 945 156 857 124
is_linear=0
shrinkage=0.00537289


Tree=427
num_leaves=25
num_cat=0
split_feature=1 3 12 4 12 1 4 43 12 0 4 13 43 1 1 1 0 3 1429 12 133 131 12 475
split_gain=3809.8 570.109 346.419 292.933 153.467 148.215 145.322 91.8356 86.3829 76.6872 76.4825 69.7515 82.002 53.0691 23.9533 21.6949 22.5274 19.2212 12.5747 11.9958 6.98905 5.38342 5.42409 4.24463
threshold=0.10508500000000001 -0.052614999999999995 0.077755000000000005 0.30163500000000004 0.11769500000000001 0.088595000000000021 0.41488500000000006 -0.031974999999999996 0.09141500000000001 -0.10324499999999999 0.0049200000000000008 -0.28558999999999996 -0.013199999999999998 1.0000000180025095e-35 0.11588000000000001 0.090195000000000011 -0.12118 -0.11128999999999999 0.079510000000000011 0.083825000000000024 0.082410000000000011 0.096490000000000006 0.10031500000000002 -0.085444999999999979
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 5 14 8 13 11 -7 15 -8 17 -3 -13 -1 -2 16 -4 -10 19 -18 -12 22 -19 -20
right_child=1 6 4 -5 -6 7 9 -9 10 -11 20 12 -14 -15 -16 -17 18 21 23 -21 -22 -23 -24 -25
leaf_value=0.024018118246165555 0.02542163011644992 0.01730682281955731 0.027961647086089836 0.019000529386326518 0.023005809056586168 0.020246135091455373 0.018284867000433684 0.02352439304115583 0.026913240255460959 0.015376516447702618 0.023608148373419673 0.018505318908006666 0.021691196065827038 0.026331655409939793 0.023548174930781547 0.02542482030355938 0.027343033840293612 0.025876249875640807 0.027658576146948305 0.026427313475625047 0.02462469292752251 0.026384403341768951 0.025305294680847173 0.026844164899237646
leaf_weight=81 52 53 52 60 60 52 60 94 74 87 52 67 60 75 56 57 63 226 53 626 58 56 98 54
leaf_count=81 52 53 52 60 60 52 60 94 74 87 52 67 60 75 56 57 63 226 53 626 58 56 98 54
internal_value=0 0.0195439 0.0257252 0.0225041 0.0261075 0.0237897 0.018023 0.0223569 0.0262342 0.0165637 0.0256259 0.0192146 0.0200106 0.0251305 0.0244504 0.0266132 0.026693 0.0259848 0.0266101 0.0265111 0.0241443 0.025804 0.0257036 0.0272478
internal_weight=0 495 1831 168 1529 302 327 146 1469 147 564 180 127 156 108 905 848 454 796 689 110 380 324 107
internal_count=2326 495 1831 168 1529 302 327 146 1469 147 564 180 127 156 108 905 848 454 796 689 110 380 324 107
is_linear=0
shrinkage=0.00197676


Tree=428
num_leaves=29
num_cat=0
split_feature=12 2 2 2 12 51 2 0 14 2 3 39 2 3 52 3 12 0 52 50 3 42 42 0 12 42 3 2
split_gain=1130.66 378.096 320.974 277.131 115.12 81.5719 76.8164 56.2764 55.5732 48.6794 58.4633 43.795 30.1142 40.1885 29.6008 43.1649 29.3834 25.9314 17.8715 12.7154 12.1486 11.1406 6.81844 6.75432 5.78327 5.48632 4.36246 1.8984
threshold=0.077755000000000005 0.10859000000000001 0.13443000000000002 -1.0000000180025095e-35 0.10266500000000002 -0.09193999999999998 0.092235000000000025 -0.14454499999999995 -1.0000000180025095e-35 0.090000000000000011 -0.14162499999999997 0.087880000000000014 0.14307 0.11745500000000002 -0.53283999999999987 -0.10468499999999999 0.091325000000000003 -0.055219999999999998 0.0074400000000000013 0.089915000000000009 -0.081224999999999978 -1.0000000180025095e-35 -0.065449999999999994 -0.084114999999999981 0.091085000000000013 0.065960000000000019 -0.09132499999999999 0.092735000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 11 9 -5 -7 -8 -3 10 -2 -1 13 -10 -11 -16 23 21 19 -18 22 27 -17 25 -22 -12 -25 -6
right_child=2 8 -4 5 17 6 7 -9 12 14 16 -13 -14 -15 15 20 18 -19 -20 -21 24 -23 -24 26 -26 -27 -28 -29
leaf_value=0.0061354954847087613 0.01295413883460114 0.0058243850194974953 0.0042541848594923465 0.011281886039226871 0.0097425684585930577 0.010098549847807881 0.0054403067922293609 0.0087414124559475979 0.0051205008074791053 0.010989176109111865 0.011316928458769271 0.0032240776995424566 0.0019430143294301028 0.0025371406364850017 0.0075257353394241819 0.0096845712060397559 0.008505719633911283 0.0070729291501070279 0.010633913178137317 0.0099946705607609591 0.01002014967187023 0.0081503264209927696 0.010726013966290927 0.010983657758805492 0.0091151620235783281 0.010723307603506071 0.010224807675830321 0.0090940753909361637
leaf_weight=57 56 71 54 68 52 77 58 56 76 82 120 57 56 59 56 62 72 54 71 57 55 61 81 55 140 321 190 52
leaf_count=57 56 71 54 68 52 77 58 56 76 82 120 57 56 59 56 62 72 54 71 57 55 61 81 55 140 321 190 52
internal_value=0 0.00621216 0.0098861 0.00773039 0.0100719 0.00907293 0.00828636 0.00706212 0.00405063 0.0103166 0.0106261 0.00468001 0.00339114 0.00399166 0.00970412 0.00943661 0.0104789 0.00848716 0.00968583 0.00916382 0.00975313 0.00894985 0.0102747 0.0107101 0.00937054 0.0108849 0.0103953 0.00941856
internal_weight=0 635 1691 373 1637 259 191 114 262 1418 942 114 191 135 476 394 886 219 200 129 338 165 143 686 195 441 245 104
internal_count=2326 635 1691 373 1637 259 191 114 262 1418 942 114 191 135 476 394 886 219 200 129 338 165 143 686 195 441 245 104
is_linear=0
shrinkage=0.00234749


Tree=429
num_leaves=17
num_cat=0
split_feature=1 3 39 15 3 47 14 1 12 15 3 1 12 1 0 49
split_gain=2028.64 315.553 162.203 146.446 102.084 93.3393 90.5899 66.79 58.6048 49.5866 47.8474 64.1086 33.2972 28.3902 26.2203 19.4041
threshold=0.10491000000000002 -0.052614999999999995 0.081875000000000017 -0.086599999999999996 0.10323000000000002 0.078345000000000012 0.062655000000000016 0.11670500000000002 0.11721500000000001 -0.42075999999999997 -0.11756999999999999 0.080270000000000022 0.091475000000000015 0.11570500000000002 -0.13972999999999997 0.09567500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 7 8 -3 10 -9 11 -1 14 -5 -12 -14
right_child=1 5 -4 13 -6 -7 -8 9 -10 -11 12 -13 15 -15 -16 -17
leaf_value=0.01085802374457724 0.0049963141470591513 0.004903493710564498 0.0075560163099014279 0.010302576480101402 0.0074622028444482277 0.0060887224508443154 0.012840063615911619 0.0037005522041908844 0.008198550351438327 0.0012706359685017137 0.0094609321037367657 0.0076889971079972374 0.010302701241338474 0.0081151033294813643 0.010877421031837529 0.0092246769596424551
leaf_weight=54 60 90 100 53 54 81 71 84 56 72 65 65 384 57 883 97
leaf_count=54 60 90 100 53 54 81 71 84 56 72 65 65 384 57 883 97
internal_value=0 0.00532263 0.0102167 0.0076966 0.0103706 0.00408839 0.0104644 0.00342964 0.0103592 0.0025792 0.0104373 0.00912724 0.0105464 0.00916928 0.0107803 0.0100854
internal_weight=0 497 1829 170 1729 327 1675 246 1604 156 1548 119 1429 110 948 481
internal_count=2326 497 1829 170 1729 327 1675 246 1604 156 1548 119 1429 110 948 481
is_linear=0
shrinkage=0.00214803


Tree=430
num_leaves=17
num_cat=0
split_feature=1 1375 131 1 4 15 14 130 124 1 158 480 16 16 0 4
split_gain=76.2919 34.6951 22.8316 30.7365 30.24 23.8107 22.594 14.0985 19.4194 14.0056 8.93434 8.40095 9.2515 3.16602 2.77265 1.66266
threshold=0.10932500000000002 -0.097394999999999982 0.086835000000000009 0.13869000000000004 -0.011154999999999998 -0.42759999999999992 0.062655000000000016 -0.074144999999999989 -0.076164999999999983 0.12007000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.41593000000000008 -0.043889999999999992 -0.091054999999999983 -0.071794999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 7 -3 -9 -7 11 12 -10 -13 -12 -16
right_child=2 6 -4 -5 5 9 -8 8 10 -11 14 13 -14 -15 15 -17
leaf_value=0.00074179526098280368 0.0068152855733952106 0.0079791150745215037 0.0052021611833856863 -0.0013168009177345445 0.0046339665231259321 0.0024590922063730805 0.0089041872133626566 0.0025314681267941375 0.005086628593900102 -0.0015787459894174487 0.0078362026443467622 0.0077389519080870682 0.006976428224391565 0.0060153455896043663 0.0069365048174646971 0.0055280470810506075
leaf_weight=52 55 76 98 76 68 55 70 79 1253 65 58 59 97 101 61 57
leaf_count=52 55 76 98 76 68 55 70 79 1253 65 58 59 97 101 61 57
internal_value=0 0.00548957 0.00271554 0.00195143 0.00297385 0.00184969 0.00561873 0.00549377 0.00538672 0.000271406 0.00552047 0.0053739 0.00522246 0.00665132 0.00677756 0.00625668
internal_weight=0 1963 417 319 243 188 1911 1841 1765 120 1686 1510 1350 160 176 118
internal_count=2380 1963 417 319 243 188 1911 1841 1765 120 1686 1510 1350 160 176 118
is_linear=0
shrinkage=0.00588925


Tree=431
num_leaves=21
num_cat=0
split_feature=1 1 150 1 12 4 43 0 39 0 16 12 4 12 0 16 16 4 43 3
split_gain=1748.65 210.745 182.846 212.222 139.89 86.4161 78.0691 75.6274 72.539 46.4346 46.0379 31.9593 29.2991 30.7109 21.1473 45.9447 39.3641 19.6333 13.1291 8.59153
threshold=0.10915500000000002 0.13630500000000004 0.081245000000000026 0.085425000000000015 0.085090000000000013 0.056815000000000011 -0.024279999999999996 -0.10324499999999999 0.081875000000000017 -0.14822499999999997 -0.4058199999999999 0.091625000000000012 -0.49269499999999994 0.054520000000000006 -0.066659999999999983 0.39524000000000009 -0.025314999999999994 0.053255000000000004 -0.15109999999999998 -0.083039999999999989
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 4 8 -4 6 -6 -2 -5 9 -1 -3 12 -11 -14 17 16 -16 18 -13 -15
right_child=1 10 3 7 5 -7 -8 -9 -10 11 -12 14 13 19 15 -17 -18 -19 -20 -21
leaf_value=0.011029754940746022 0.0021891212865944604 -2.4500421433932747e-05 0.0097069672796681588 0.0037695948505347943 0.0091933370728810495 0.0050198140193743373 0.0051938764317444874 0.007345878964567544 0.007092405029201292 0.011241330421311741 0.0027541447954209748 0.010501543397107477 0.0080757163645456299 0.009892267549503786 0.0086990761672370888 0.0098785800756235262 0.0059401086659191067 0.0081227482340193446 0.0092828346375440612 0.0094132157188008634
leaf_weight=99 85 59 102 76 54 52 101 54 70 59 69 56 69 461 59 63 52 69 312 359
leaf_count=99 85 59 102 76 54 52 101 54 70 59 69 56 69 461 59 63 52 69 312 359
internal_value=0 0.00394474 0.0091385 0.00721262 0.00502809 0.00714618 0.00382087 0.00525532 0.00939705 0.00949434 0.00147317 0.00939682 0.00966268 0.00955788 0.0089843 0.0083019 0.00740681 0.00925595 0.00946836 0.00968257
internal_weight=0 420 1960 232 292 106 186 130 1728 1658 128 1559 948 889 611 174 111 437 368 820
internal_count=2380 420 1960 232 292 106 186 130 1728 1658 128 1559 948 889 611 174 111 437 368 820
is_linear=0
shrinkage=0.00230986


Tree=432
num_leaves=14
num_cat=0
split_feature=1 49 147 50 16 39 16 1452 123 151 151 13 160
split_gain=64.126 39.758 27.8261 22.6308 18.056 14.1392 29.2554 13.3845 9.75408 13.7843 10.6779 10.8358 9.61324
threshold=0.10932500000000002 -0.078869999999999982 0.087350000000000025 0.10209500000000001 0.057675000000000011 0.093225000000000016 -0.48186499999999993 0.087755000000000014 1.0000000180025095e-35 -0.092724999999999988 -0.085134999999999975 -0.14545999999999995 -0.53327999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 6 -3 8 9 -1 -11 -12 -13
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 10 11 12 -14
leaf_value=0.0068153340536557597 -0.0021560215509177369 0.0030957874346113179 0.0012135316390286689 0.0060392963848163103 0.0043351312460225807 0.0035665902456074551 -0.0016572083676664252 0.0068524652132397421 0.0027700433870280925 0.0021557389252000298 0.0069560258398525887 0.0024740669156964974 0.0046551309785701576
leaf_weight=85 53 71 70 56 90 65 82 81 82 52 58 62 1473
leaf_count=85 53 71 70 56 90 65 82 81 82 52 58 62 1473
internal_value=0 0.00222995 0.00457096 0.00286873 0.00229207 0.00144834 0.000548052 0.00469508 0.00459861 0.00468525 0.00457515 0.00465409 0.00456707
internal_weight=0 417 1963 364 308 218 153 1893 1812 1730 1645 1593 1535
internal_count=2380 417 1963 364 308 218 153 1893 1812 1730 1645 1593 1535
is_linear=0
shrinkage=0.00542089


Tree=433
num_leaves=21
num_cat=0
split_feature=1 2 1 0 4 14 3 4 0 2 1 49 16 156 4 16 51 16 0 3
split_gain=1151.3 165.315 131.026 119.987 116.101 97.153 60.7092 44.1803 44.5931 34.1198 23.9296 23.0959 36.4064 17.0268 33.6506 18.2356 25.6978 16.4686 15.5283 7.53451
threshold=0.10892500000000001 0.14234000000000005 0.093575000000000019 -0.14076499999999997 0.27287000000000006 0.062655000000000016 -0.053499999999999992 -0.16772499999999999 -0.071719999999999992 0.11366500000000002 0.13075500000000004 -0.020999999999999994 -0.029084999999999996 0.087380000000000013 -0.014099999999999998 0.21684500000000004 -0.022934999999999997 0.26391000000000003 -0.072364999999999985 -0.07385499999999999
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 4 5 -4 6 9 -2 -5 19 11 -6 12 -1 15 -15 16 -13 -11 -3 -9
right_child=1 18 3 7 10 -7 -8 8 -10 17 -12 13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0085342435981389936 0.010481897224610844 0.00060974853240421947 0.0060821340921379677 0.012787747814181787 0.0054852752040445265 0.01560877032127447 0.0066048660532995272 0.01143387937346736 0.0071805868281332071 0.0086216795766971763 0.0028064769904628771 0.013996065184174698 0.011874047727279789 0.0086532586195665964 0.012143030725328295 0.010401716352646443 0.011849026498150644 0.011092342534527162 0.0030881683936644371 0.0098098496982914202
leaf_weight=63 77 52 85 67 88 62 94 72 52 61 58 62 75 53 64 84 1052 53 54 52
leaf_count=63 77 52 85 67 88 62 94 72 52 61 58 62 75 53 64 84 1052 53 54 52
internal_value=0 0.00537136 0.0112587 0.0093922 0.00654116 0.0116345 0.00835087 0.0105499 0.00969779 0.0114772 0.00442133 0.0116111 0.0103496 0.0117434 0.0105625 0.0118587 0.0119686 0.00977062 0.00187267 0.0107531
internal_weight=0 423 1957 328 317 1629 171 243 176 1567 146 1453 138 1315 117 1198 1114 114 106 124
internal_count=2380 423 1957 328 317 1629 171 243 176 1567 146 1453 138 1315 117 1198 1114 114 106 124
is_linear=0
shrinkage=0.00323583


Tree=434
num_leaves=15
num_cat=0
split_feature=4 1375 2 14 3 4 3 3 159 47 2 3 50 4
split_gain=48.2034 30.9658 32.6748 23.1572 18.0787 16.7379 15.0171 13.0838 10.5065 9.99481 12.2018 19.2031 10.6719 9.56521
threshold=0.27161500000000005 -0.13067499999999996 0.14234000000000005 -0.10708499999999999 -0.0035149999999999995 0.5105900000000001 -0.022604999999999997 -0.066704999999999987 0.012830000000000003 0.11043500000000002 0.084045000000000022 -0.11128999999999999 0.041865000000000006 0.0041500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 6 7 9 -5 13 10 11 -3 -12 -6
right_child=3 2 -4 5 8 -7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-8.3397023969758918e-05 0.0044123271258762753 0.0082389107737044463 0.00049043189703383376 0.0017610916553702125 0.0053734552612255022 0.0029717295319706205 0.0020135290071526583 -0.0016936880526890804 0.0036700003558254816 0.0022066523599386279 0.0038296548817322441 0.0047061253225623607 0.0053951989956901548 0.0080450113528782279
leaf_weight=52 69 52 69 54 96 68 94 85 52 68 968 431 152 70
leaf_count=52 69 52 69 54 96 68 94 85 52 68 968 431 152 70
internal_value=0 0.00409842 0.00420442 0.00165841 0.00433362 0.00074016 0.00414932 -0.000351122 0.0058255 0.00426944 0.0043569 0.00508659 0.00404217 0.00650037
internal_weight=0 2104 2052 276 1983 207 1765 139 218 1671 1603 483 1120 166
internal_count=2380 2104 2052 276 1983 207 1765 139 218 1671 1603 483 1120 166
is_linear=0
shrinkage=0.00548876


Tree=435
num_leaves=19
num_cat=0
split_feature=1 2 0 150 1 4 0 48 47 12 13 52 16 16 16 4 12 2
split_gain=80.7586 36.0135 18.2203 15.8239 27.7024 17.5456 19.9046 15.2192 13.2607 15.8418 12.5479 11.8972 18.3282 17.9152 11.7369 11.6204 9.68793 6.54707
threshold=0.14262000000000002 0.10527500000000002 -0.14310999999999999 0.082965000000000025 0.081315000000000012 -0.49013999999999996 -0.060199999999999997 -1.0000000180025095e-35 0.077555000000000013 0.085965000000000014 -0.012549999999999997 0.0029250000000000005 0.26391000000000003 -0.082739999999999994 -0.070064999999999975 0.41257000000000005 0.054520000000000006 0.11715500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 5 -5 -1 7 -7 16 -10 -6 12 13 -4 -13 -3 -9 -14
right_child=-2 2 11 4 10 6 -8 8 9 -11 -12 14 17 -15 -16 -17 -18 -19
leaf_value=0.0069906054467114218 -0.0025621690348221144 -0.0017725943123470106 0.0030375233953113066 0.0051974059409007076 0.0029089608607438039 0.007131769377261986 0.0014642173623277447 0.001998151397351172 0.0079102632724815207 0.0043598385920607177 -0.00085089411151765767 0.0061455311099092953 0.0025143677250753149 -0.0014103944311134864 0.0025793263275437845 0.001997116188749648 0.0040589105362915249 0.0053694126261399936
leaf_weight=78 76 56 57 82 55 63 94 87 67 130 72 63 62 72 67 59 1038 52
leaf_count=78 76 56 57 82 55 63 94 87 67 130 72 63 62 72 67 59 1038 52
internal_value=0 0.00364987 0.00222424 0.00404378 0.00251156 0.00424942 0.00410481 0.00428398 0.00414822 0.00556766 0.000776891 0.00286023 0.00208541 0.000554474 0.00430805 0.000160881 0.0038996 0.00381722
internal_weight=0 2254 488 1766 209 1557 1479 1385 1322 197 127 373 243 129 130 115 1125 114
internal_count=2330 2254 488 1766 209 1557 1479 1385 1322 197 127 373 243 129 130 115 1125 114
is_linear=0
shrinkage=0.0059276


Tree=436
num_leaves=19
num_cat=0
split_feature=1 52 1 12 14 12 1 49 0 1 0 52 50 43 50 51 1 12
split_gain=1917.97 393.964 225.28 162.983 94.2333 88.0421 62.7645 45.8196 34.3584 42.4977 39.2101 32.3095 30.3487 35.1753 13.7167 11.434 9.75555 8.52186
threshold=0.10335000000000001 -0.40492999999999996 0.12394500000000001 0.088105000000000003 0.062655000000000016 -0.024179999999999997 0.14828500000000003 0.11530000000000001 -0.10891999999999999 0.085425000000000015 -0.076539999999999983 -0.080064999999999983 0.089465000000000017 -0.084964999999999985 0.10917 -0.085434999999999983 0.11367000000000001 -0.079584999999999989
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 11 5 -1 17 8 9 -7 14 -3 13 -12 15 -10 -13 -4
right_child=1 2 6 -5 -6 7 -8 -9 10 -11 12 16 -14 -15 -16 -17 -18 -19
leaf_value=0.0068687800877851868 0.0094127287145606298 0.0021823373345103542 0.0030596076925436528 0.0073049216333777025 0.011543592596548751 0.0091243944995102744 -0.00050462533012694257 0.0073796195831624606 0.010434977235775272 0.0064996365667819682 0.0068693594797834762 0.0047436819216281813 0.0098291588782847949 0.0086759398398494458 0.0086399015751944322 0.0094388088206118406 0.0034683194440292432 0.0019339410065027022
leaf_weight=102 62 58 54 85 69 70 52 82 62 55 69 71 79 245 102 872 52 89
leaf_count=102 62 58 54 85 69 70 52 82 62 55 69 71 79 245 102 872 52 89
internal_value=0 0.00412898 0.00341831 0.00475458 0.00898376 0.00888212 0.00159538 0.00900763 0.00909352 0.00796969 0.00919181 0.00355678 0.00859069 0.00827903 0.00941981 0.00950496 0.0042047 0.00235918
internal_weight=0 523 461 266 1807 1738 195 1636 1554 125 1429 181 393 314 1036 934 123 143
internal_count=2330 523 461 266 1807 1738 195 1636 1554 125 1429 181 393 314 1036 934 123 143
is_linear=0
shrinkage=0.0022325


Tree=437
num_leaves=16
num_cat=0
split_feature=1 4 51 0 0 124 16 47 1 1 16 457 0 1 49
split_gain=62.9464 30.3287 19.2209 20.6617 20.9707 18.2688 16.7183 20.0152 33.1072 17.2132 16.1355 12.4571 12.0637 9.46436 3.57208
threshold=0.14262000000000002 0.024315000000000003 -0.17169499999999996 -0.13740499999999997 -0.14822499999999997 -0.081719999999999987 -0.42004999999999992 0.089785000000000018 0.084795000000000023 0.11400500000000001 -0.11118499999999999 0.090150000000000022 0.0037850000000000002 0.10384000000000002 0.092625000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 9 8 14 13 -7 12 -12 -3 -8
right_child=-2 6 3 5 -6 10 7 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.005702284735689565 -0.0017263537614885642 0.0028507192003216211 0.0027535946262751201 0.00036820508598860884 -0.0010623643608834261 0.0055964689871688383 0.0027635620025225471 0.0032218550504008407 -0.002198252719354833 0.00095025456511760233 0.0032672923236065359 0.0055711524346267914 0.0017315200540336489 0.0054757197512080675 0.0011143395094799131
leaf_weight=69 76 91 91 53 57 72 53 74 83 79 1207 52 139 53 81
leaf_count=69 76 91 91 53 57 72 53 74 83 79 1207 52 139 53 81
internal_value=0 0.00283845 0.00314954 0.0030441 0.00128358 0.00321515 0.00178522 0.001006 0.000250117 0.00280181 0.00331776 0.00320036 0.00310873 0.00381723 0.00176704
internal_weight=0 2254 1740 1671 148 1523 514 291 217 223 1470 1398 1346 144 134
internal_count=2330 2254 1740 1671 148 1523 514 291 217 223 1470 1398 1346 144 134
is_linear=0
shrinkage=0.00493381


Tree=438
num_leaves=22
num_cat=0
split_feature=1 3 4 3 14 3 4 0 124 1 0 0 12 16 16 4 4 0 16 51 52
split_gain=1658.6 407.179 135.891 134.742 111.965 95.2465 92.9666 110.883 80.0499 58.3311 53.7832 53.6116 33.8234 32.5535 17.7606 16.8062 19.6897 15.2204 10.7598 8.57542 8.1514
threshold=0.10312500000000001 -0.036844999999999996 0.41181500000000004 0.31534000000000006 0.062655000000000016 0.077930000000000013 0.0071200000000000005 -0.10490499999999998 -0.058514999999999991 0.084795000000000023 0.04939000000000001 -0.11208499999999998 0.087675000000000017 0.40052000000000004 0.041625000000000002 -0.00076499999999999995 -0.16772499999999999 -0.14822499999999997 -0.082389999999999977 0.089600000000000027 -0.42005999999999993
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=4 2 13 5 6 8 7 -1 -3 11 12 -8 15 -2 19 16 -9 -7 -13 -14 -16
right_child=1 3 -4 -5 -6 17 9 10 -10 -11 -12 18 14 -15 20 -17 -18 -19 -20 -21 -22
leaf_value=0.0067975170712318142 0.0076549734323928045 0.0041812101038658867 0.0043293497236122384 0.00036326526358404742 0.012443009755900359 0.0048834880964507641 0.010767133186908924 0.011565961125198121 0.00072278360960808001 0.0062982913959833478 0.0081040678189245527 0.008815759041872125 0.0099041466489890335 0.0097335712657586251 0.0094672782315038308 0.011570829426651897 0.010104428640993588 0.0065841659454201991 0.0076248548288179539 0.0091213875883743665 0.0082437319863045474
leaf_weight=64 93 99 53 60 69 53 55 53 53 60 85 72 514 67 53 55 483 56 87 85 61
leaf_count=64 93 99 53 60 69 53 55 53 53 60 85 72 514 67 53 55 483 56 87 85 61
internal_value=0 0.00504732 0.00748153 0.00343202 0.0096055 0.00413739 0.00949211 0.00972099 0.00297547 0.00827832 0.00985567 0.00883335 0.00996983 0.00852554 0.0096364 0.010372 0.010249 0.00575745 0.00816428 0.00979311 0.00881279
internal_weight=0 534 213 321 1796 261 1727 1453 152 274 1389 214 1304 160 713 591 536 109 159 599 114
internal_count=2330 534 213 321 1796 261 1727 1453 152 274 1389 214 1304 160 713 591 536 109 159 599 114
is_linear=0
shrinkage=0.00227068


Tree=439
num_leaves=21
num_cat=0
split_feature=4 3 13 4 15 3 4 0 15 11 0 13 4 3 4 150 4 3 13 15
split_gain=2529.78 719.926 212.99 174.293 153.947 125.519 118.555 90.6058 81.4333 64.731 53.3932 48.9357 48.6494 61.3038 36.9464 27.7456 20.6786 15.8536 7.5844 5.79819
threshold=0.30163500000000004 -0.058704999999999993 -0.00038499999999999998 -0.14538499999999996 -0.035449999999999988 -0.0072299999999999994 0.018150000000000003 -0.076539999999999983 -0.41606999999999994 1.0000000180025095e-35 -0.10075499999999998 0.10575500000000002 -0.42305999999999994 -0.088784999999999989 0.020345000000000005 0.084680000000000019 -0.0015099999999999998 -0.076099999999999987 -0.085409999999999986 0.090125000000000011
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 7 6 -4 -5 -2 15 9 -7 10 -1 12 -9 -14 17 -3 19 18 -12 -15
right_child=5 2 3 4 -6 8 -8 11 -10 -11 14 -13 13 16 -16 -17 -18 -19 -20 -21
leaf_value=0.031795462305638046 0.025688823860452095 0.027233415091085959 0.035167855162903737 0.032179111978672917 0.026580657218327228 0.023496648799210002 0.030611431827551539 0.03533744446112002 0.019276547408181074 0.036898098376648841 0.034743850853206901 0.03007949378591171 0.029842452941572267 0.034184148616543515 0.031813843573423678 0.024706268402861022 0.031788121016734894 0.033155333425256145 0.034169680415423412 0.033172809442088148
leaf_weight=86 101 102 74 98 64 81 79 57 65 61 273 54 56 72 53 52 74 99 597 132
leaf_count=86 101 102 74 98 64 81 79 57 65 61 273 54 56 72 53 52 74 99 597 132
internal_value=0 0.032779 0.0297188 0.0315983 0.0299676 0.0232827 0.027815 0.0336682 0.021618 0.0340789 0.0339237 0.0325893 0.0329359 0.0325259 0.0341027 0.0263803 0.0330664 0.0342279 0.0343499 0.0335299
internal_weight=0 2083 469 236 162 247 233 1614 146 1169 1108 445 391 334 1022 154 278 969 870 204
internal_count=2330 2083 469 236 162 247 233 1614 146 1169 1108 445 391 334 1022 154 278 969 870 204
is_linear=0
shrinkage=0.00280547


Tree=440
num_leaves=21
num_cat=0
split_feature=1 1 4 3 0 1 0 14 15 4 4 4 16 51 15 0 3 15 50 16
split_gain=2317.75 327.663 233.634 208.656 123.638 115.309 129.19 97.1719 80.1541 71.85 69.5589 50.4915 52.7057 34.8088 47.0234 39.0676 28.2991 8.35217 4.00021 9.71549
threshold=0.10892500000000001 0.13075500000000004 0.27552000000000004 -0.049204999999999992 0.12539500000000003 0.090540000000000023 -0.10147999999999999 0.062655000000000016 -0.14151499999999997 0.42405000000000009 0.062150000000000004 0.036620000000000007 -0.10803999999999998 0.08406000000000001 -0.036064999999999993 -0.079249999999999987 -0.041784999999999996 -0.085064999999999988 0.085685000000000011 0.081265000000000018
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 3 4 10 5 7 -7 11 -5 -3 -2 13 17 15 -15 -1 18 -13 19 -8
right_child=1 9 -4 8 -6 6 16 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.011854743894600417 0.010790985391399752 0.0047155171863136856 0.0064754568078886719 0.0073147236595843242 0.00790790663601737 0.0077919541086505957 0.010357838881483342 0.013997695982889547 0.0039868677387341856 0.0019932136556923886 0.0074348684170124756 0.011758541963294782 0.0090372318195573054 0.0094669165227896715 0.01178289735786971 0.010908955473559146 0.009488579257330482 0.010620348879092505 0.0114815576165147 0.011580288282898758
leaf_weight=784 59 82 52 54 55 86 69 64 85 96 54 65 85 86 75 268 60 55 95 53
leaf_count=784 59 82 52 54 55 86 69 64 85 96 54 65 85 86 75 268 60 55 95 53
internal_value=0 0.0054655 0.0109419 0.00703214 0.0110641 0.0111582 0.0100791 0.0114225 0.00527987 0.00324744 0.00918738 0.0113063 0.010325 0.0114721 0.0105459 0.0116138 0.0107891 0.0112371 0.0111486 0.0108891
internal_weight=0 430 1952 252 1900 1845 363 1482 139 178 113 1418 205 1213 161 1052 277 120 217 122
internal_count=2382 430 1952 252 1900 1845 363 1482 139 178 113 1418 205 1213 161 1052 277 120 217 122
is_linear=0
shrinkage=0.00213529


Tree=441
num_leaves=24
num_cat=0
split_feature=1 2 0 131 2 2 124 4 1429 12 150 2 16 16 1 0 0 4 475 15 0 16 12
split_gain=818.143 215.983 103.436 77.7473 138.79 57.8492 46.4787 37.424 30.427 36.1712 37.1935 28.3474 38.8569 19.8715 25.2594 19.1848 18.6328 18.6906 16.8096 13.0363 12.3978 10.5804 8.21458
threshold=0.11695500000000002 0.10060500000000001 -0.13314999999999996 0.086835000000000009 0.14721500000000001 -1.0000000180025095e-35 -0.083769999999999983 0.27552000000000004 0.084665000000000004 0.086795000000000011 0.09487000000000001 0.11366500000000002 0.26391000000000003 -0.004174999999999999 1.0000000180025095e-35 -0.18560999999999997 -0.065064999999999998 -0.010739999999999998 -0.0095899999999999978 -0.050004999999999994 -0.13010499999999997 -1.0000000180025095e-35 0.091680000000000011
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=1 6 15 4 5 -2 -1 -7 9 10 13 18 -13 20 -15 -3 17 19 -4 -11 -8 -20 -19
right_child=3 2 11 -5 -6 7 8 -9 -10 16 -12 12 -14 14 -16 -17 -18 22 21 -21 -22 -23 -24
leaf_value=0.0067575570946996526 0.0020921523266547661 0.0061169033559703694 0.0098263141046172932 0.0064759870937118724 -0.0002737763106231369 0.0072954537631440839 0.010899378848148957 0.0039632276085246219 0.0078347726575955772 0.010754464468853531 0.0077723749232229255 0.0057518596309906155 0.008637125440773049 0.0097965392143373586 0.012326626103764289 0.0038806911693586858 0.0074382625036890689 0.0089902176655879042 0.0087129537536497059 0.0092983110709236871 0.0096541438639503527 0.0072942218014543899 0.0079210481367579071
leaf_weight=57 54 54 55 64 70 53 77 52 100 53 55 90 61 57 67 67 52 119 87 519 334 78 107
leaf_count=57 54 54 55 64 70 53 77 52 100 53 55 90 61 57 67 67 52 119 87 519 334 78 107
internal_value=0 0.00873478 0.00711881 0.00375796 0.0029982 0.00443888 0.00923261 0.00564549 0.0093242 0.00942761 0.00995868 0.00784926 0.00691763 0.0101834 0.0111638 0.00487892 0.00905895 0.00916452 0.00848856 0.00943329 0.00988751 0.00804246 0.00848415
internal_weight=0 2089 492 293 229 159 1597 105 1540 1440 590 371 151 535 124 121 850 798 220 572 411 165 226
internal_count=2382 2089 492 293 229 159 1597 105 1540 1440 590 371 151 535 124 121 850 798 220 572 411 165 226
is_linear=0
shrinkage=0.00278903


Tree=442
num_leaves=19
num_cat=0
split_feature=1 1 52 47 2 0 14 1 0 16 2 1 2 160 160 1 1456 43
split_gain=2384.01 432.319 258.064 222.39 206.271 162.625 129.701 125.584 79.8513 54.371 45.5142 44.4161 31.3623 29.3452 27.1832 21.3684 16.0767 13.9576
threshold=0.11695500000000002 0.10124500000000002 -0.41304999999999997 0.085505000000000012 0.10161500000000002 0.12539500000000003 0.062655000000000016 0.13075500000000004 -0.13314999999999996 -0.019749999999999993 0.092365000000000017 0.08617000000000001 0.15227000000000004 0.014995000000000003 0.10323500000000001 0.095950000000000021 0.056325000000000007 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 7 -4 6 8 -2 11 -6 15 -1 -9 17 -15 16 -10 -12
right_child=3 2 4 -5 9 -7 -8 12 10 -11 13 -13 -14 14 -16 -17 -18 -19
leaf_value=0.010170961434948174 0.0052055783012722465 0.011577257354346945 0.0092742078771476909 0.0069294222348891266 0.0065396756884572279 0.0071688202696176947 0.013287769667587624 0.0027410560519795513 0.010879168931175801 0.0040278686902335487 0.010403271380009198 0.0076030540102284185 0.00079620417733453021 0.012078413715241949 0.010086145804252541 0.0096867281576507851 0.011692821791833112 0.0095989417268558721
leaf_weight=53 73 63 99 83 86 53 71 85 927 55 134 52 52 53 54 54 106 229
leaf_count=53 73 63 99 83 86 53 71 85 927 55 134 52 52 53 54 54 106 229
internal_value=0 0.010203 0.00802483 0.0041966 0.00709222 0.0105725 0.0106766 0.00311639 0.010565 0.00556004 0.0106774 0.00889944 0.00200302 0.010164 0.0110732 0.0108993 0.0109627 0.00989591
internal_weight=0 2089 303 293 240 1786 1733 210 1662 141 1557 105 137 470 107 1087 1033 363
internal_count=2382 2089 303 293 240 1786 1733 210 1662 141 1557 105 137 470 107 1087 1033 363
is_linear=0
shrinkage=0.00197189


Tree=443
num_leaves=27
num_cat=0
split_feature=2 12 15 2 2 2 12 2 12 12 403 51 12 11 15 151 52 52 2 2 12 401 52 403 2 43
split_gain=1357.63 552.474 145.086 130.056 122.528 135.499 112.57 101.159 64.2888 62.3805 59.0284 54.7037 28.4495 35.8524 21.2078 20.9034 20.9936 20.8851 14.7212 7.85735 7.11025 3.6041 3.48391 4.18721 3.67332 2.24766
threshold=0.12051500000000002 -0.029844999999999997 0.03981500000000001 0.15630500000000003 -1.0000000180025095e-35 0.10000000000000002 0.077755000000000005 0.10774000000000002 0.10676000000000001 0.083785000000000012 -0.012634999999999999 -0.067059999999999995 0.092495000000000008 0.081365000000000007 0.087865000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0029250000000000005 0.086165000000000005 0.095545000000000005 0.11628000000000001 0.086285000000000014 0.088425000000000017 -0.10393999999999999 0.084145000000000011 -0.080249999999999988
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 4 6 11 -1 -6 7 15 10 -4 -8 -2 18 -14 22 -3 -17 -13 -12 21 -10 25 23 -11 -25 -16
right_child=3 2 9 -5 5 -7 8 -9 20 14 12 17 13 -15 19 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0047767567203161332 0.0078329482829349196 0.0084616096031115452 0.013408810898579175 0.0021855026260502487 0.011205664359302137 0.0061251691635359051 0.0089644530125794607 0.0060235480543149632 0.0083195184450197933 0.011430661228995114 0.012045085561619035 0.0043022277617138609 0.0097757586687616024 0.012062635563787822 0.010703720568292129 0.0092016103288669084 0.011258844630968965 0.0061674785187426787 0.011151942633216057 0.010414213010557529 0.009553547718689024 0.011762578794942526 0.011334834629489438 0.012657055866005861 0.011921217920050126 0.011199997281060544
leaf_weight=92 55 52 92 75 53 65 78 56 53 54 157 83 144 52 66 53 58 56 302 89 52 55 55 62 104 269
leaf_count=92 55 52 92 75 53 65 78 56 53 54 157 83 144 52 66 53 58 56 302 89 52 55 55 62 104 269
internal_value=0 0.0104462 0.0108467 0.00482254 0.0068169 0.0084073 0.0102641 0.00875843 0.0106576 0.0115746 0.0109049 0.00584189 0.0111359 0.0103826 0.0113507 0.00969787 0.0102768 0.00505388 0.0114575 0.0110504 0.0089309 0.0111955 0.0118738 0.0120084 0.0121962 0.0111023
internal_weight=0 2113 1903 269 210 118 1057 219 838 846 733 194 655 196 754 163 111 139 459 479 105 390 275 220 166 335
internal_count=2382 2113 1903 269 210 118 1057 219 838 846 733 194 655 196 754 163 111 139 459 479 105 390 275 220 166 335
is_linear=0
shrinkage=0.00235759


Tree=444
num_leaves=14
num_cat=0
split_feature=1 131 150 0 15 47 1429 51 48 13 13 11 13
split_gain=104.199 46.9291 37.505 24.5417 24.1273 40.7702 15.6958 38.7616 33.0188 10.5643 16.3418 16.8717 10.7218
threshold=0.11869500000000001 0.086835000000000009 0.11456000000000001 0.12539500000000003 -0.42759999999999992 0.091210000000000013 0.084690000000000015 -0.035439999999999992 -0.082444999999999977 0.23342000000000004 0.034905000000000012 1.0000000180025095e-35 0.066460000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 -2 -6 8 -8 -1 10 11 -10 -12
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 12 -13 -14
leaf_value=0.011430359031650392 0.0039778375385541784 0.0071977328740355975 0.0018684652896765368 0.0025845874902106192 -0.0028260618079173202 0.0038521659225191573 0.0015034046288542845 0.0079096368071156879 0.0065477593282977998 0.0090944301350351833 0.0026435685016169995 0.0097279918284305829 0.0058009292356466045
leaf_weight=52 67 56 67 58 91 52 71 66 1507 58 59 63 115
leaf_count=52 67 56 67 58 91 52 71 66 1507 58 59 63 115
internal_value=0 0.00230373 0.00629949 0.00644435 0.000998363 -0.000397166 0.00655675 0.00459009 0.00670204 0.00656557 0.00648143 0.00667541 0.0047307
internal_weight=0 266 2116 2049 210 143 1991 137 1854 1802 1744 1570 174
internal_count=2382 266 2116 2049 210 143 1991 137 1854 1802 1744 1570 174
is_linear=0
shrinkage=0.00601661


Tree=445
num_leaves=28
num_cat=0
split_feature=1 52 123 10 4 52 1 0 52 0 4 0 0 0 133 4 48 51 0 1429 0 16 16 52 52 4 0
split_gain=1157.83 276.152 110.463 83.8965 54.2775 53.5327 66.3613 58.1974 34.1115 35.906 45.758 53.0598 43.4926 30.698 56.3898 50.2034 25.2073 30.0491 23.4472 16.7958 21.0511 19.3161 7.9018 6.73247 6.25753 2.33838 1.48979
threshold=0.10491000000000002 -0.40492999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.014585000000000002 1.0000000180025095e-35 0.083555000000000018 -0.11208499999999998 -0.080064999999999983 -0.15270499999999995 0.51286500000000013 -0.062324999999999998 -0.11796999999999999 -0.076639999999999986 -0.0081099999999999974 -0.42305999999999994 0.083570000000000019 0.08406000000000001 -0.060199999999999997 0.084990000000000024 -0.085384999999999975 -0.018199999999999997 -0.11010999999999999 -0.13370999999999997 0.28251000000000009 -0.072054999999999994 -0.091674999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 13 6 22 -7 -5 -10 11 12 -11 16 -15 23 19 26 25 20 21 -1 -6 -16 -22 -17 -18
right_child=1 3 -4 8 5 7 -8 -9 9 10 -12 -13 -14 14 15 18 17 -19 -20 -21 24 -23 -24 -25 -26 -27 -28
leaf_value=0.012173593264191379 0.012065510507310905 0.0034425794698278223 0.0079459712152046905 0.0045015174705280861 0.011281674264436355 0.013859997437711404 0.0067523760369482735 0.0099724123212981165 0.0049579580047204126 0.0071810627802202211 0.0049964705542446782 0.0059236181310959478 0.010605925339950185 0.0086410887482769854 0.012297158293696745 0.011542827064956076 0.012011985249959214 0.0091473919650021194 0.0092771575036765322 0.010493844658000342 0.011862231891289089 0.013504840494287974 0.0098424540381444325 0.013713572649062106 0.010849890637599365 0.010868421666160907 0.011360267789038125
leaf_weight=251 62 94 75 61 53 55 54 66 65 52 52 64 65 68 52 96 55 54 65 52 447 129 69 54 54 73 61
leaf_count=251 62 94 75 61 53 55 54 66 65 52 52 64 65 68 52 96 55 54 65 52 447 129 69 54 54 73 61
internal_value=0 0.00654458 0.011264 0.0057889 0.0114016 0.0103107 0.0093281 0.0117397 0.00640317 0.00679233 0.00730394 0.00796669 0.00908402 0.011616 0.0109614 0.0114254 0.0118581 0.0108686 0.0107033 0.0120384 0.0121295 0.0126256 0.0104679 0.013019 0.0117532 0.0112517 0.0116695
internal_weight=0 515 1883 453 1808 297 176 121 359 298 233 181 117 1511 408 340 1103 170 234 933 881 380 122 106 501 169 116
internal_count=2398 515 1883 453 1808 297 176 121 359 298 233 181 117 1511 408 340 1103 170 234 933 881 380 122 106 501 169 116
is_linear=0
shrinkage=0.00278903


Tree=446
num_leaves=31
num_cat=0
split_feature=1 3 4 124 3 2 3 1 4 1 2 1429 12 16 1 1 16 12 0 42 12 0 15 43 16 1 0 16 15 16
split_gain=1683.51 293.6 143.447 134.247 97.0559 91.5275 59.8382 47.565 46.0772 71.2018 41.8791 31.1583 36.1857 32.1338 46.8846 28.8362 27.7697 18.0431 17.5104 17.2768 15.6337 13.814 12.738 10.9032 10.8091 6.42711 5.11739 4.15685 3.76651 2.69299
threshold=0.10491000000000002 -0.06340999999999998 0.30163500000000004 -0.080389999999999989 0.31534000000000006 0.090000000000000011 0.077930000000000013 0.13130500000000003 -0.013125 0.079020000000000021 0.11366500000000002 0.084690000000000015 0.08623500000000002 -0.0019699999999999995 0.084755000000000011 0.073870000000000005 0.0055300000000000011 0.096700000000000022 -0.096594999999999986 0.08648500000000002 0.099815000000000015 -0.14032999999999998 -0.030229999999999996 -0.0040649999999999983 -0.026164999999999997 0.11570500000000002 -0.089044999999999985 -0.14251999999999995 0.084535000000000013 -0.085314999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 25 -1 6 11 7 24 10 16 15 12 13 14 18 20 17 27 -5 26 23 -8 -21 -7 -3 -2 -14 -10 -28 -24
right_child=1 4 -4 5 -6 8 21 -9 9 -11 -12 -13 19 -15 -16 -17 -18 -19 -20 22 -22 -23 29 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0069157081556496828 0.010120708488752156 0.005423549725096473 0.0048504327619399261 0.01272623929917778 0.0014826896455230212 0.010818270100077786 0.0051522050191036509 0.001901048005438217 0.010852082750440648 0.0063807541321675657 0.0082565688419373034 0.0091087991747566838 0.010167103432769935 0.012832620375030079 0.0090215923958439012 0.011633610235649842 0.0082570355603169086 0.0089174458850093275 0.011178073963967465 0.0091481245212563823 0.0089596229749242702 0.0068517714223926655 0.010800716169882124 0.0095683206842398505 0.0038717927412960278 0.0089346657546129846 0.011472855770572131 0.010015016888723959 0.010800556804398842 0.010148539046970891
leaf_weight=72 52 52 60 52 73 125 58 57 66 52 56 65 56 73 55 96 83 72 242 75 57 54 52 61 53 56 68 76 186 143
leaf_count=72 52 52 60 52 73 125 58 57 66 52 56 65 56 73 55 96 83 72 242 75 57 54 52 61 53 56 68 76 186 143
internal_value=0 0.00522427 0.00784343 0.0101488 0.00395613 0.0102773 0.00461502 0.0036768 0.00962721 0.0089876 0.0101923 0.0107306 0.0108358 0.0113742 0.011069 0.010512 0.00944393 0.00990414 0.011452 0.010444 0.0100687 0.00597187 0.00999644 0.0104085 0.00464053 0.00950596 0.0108338 0.0104043 0.0109806 0.0103226
internal_weight=0 515 168 1883 347 1811 274 162 744 349 395 1067 1002 422 349 339 297 214 294 580 243 112 270 186 105 108 310 142 254 195
internal_count=2398 515 168 1883 347 1811 274 162 744 349 395 1067 1002 422 349 339 297 214 294 580 243 112 270 186 105 108 310 142 254 195
is_linear=0
shrinkage=0.00241352


Tree=447
num_leaves=20
num_cat=0
split_feature=1 52 52 131 15 52 16 16 16 52 16 16 14 48 43 16 133 132 156
split_gain=77.9154 52.5167 43.3121 32.7957 21.6933 23.283 28.4353 25.7453 16.879 23.5415 19.1677 37.4038 14.0502 18.181 13.2309 12.547 8.59564 7.53352 4.17463
threshold=0.093575000000000019 -0.41304999999999997 -0.15824499999999997 0.091760000000000022 0.054100000000000002 0.12492500000000002 0.0063750000000000013 -0.023519999999999996 0.21684500000000004 -0.53283999999999987 0.081265000000000018 0.037060000000000003 0.062655000000000016 -0.015314999999999997 0.0032700000000000003 0.31481000000000009 -0.088004999999999986 0.084605000000000014 0.11289500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 18 -3 4 5 6 7 -4 10 -10 11 12 13 -1 17 -11 -16 -15 -2
right_child=1 2 3 -5 -6 -7 -8 -9 9 15 -12 -13 -14 14 16 -17 -18 -19 -20
leaf_value=0.0026730926058573844 0.0081547626560945323 -0.0015713312578356079 0.0020510872464594493 0.0065672492478136973 0.0058514444942366316 0.0055757408827049491 0.0056021487569830591 -0.0020021064100266142 0.0069911471047535943 0.0011013279096106607 0.0086098758072263876 0.0013636517906789503 0.0086500689412393958 0.0064186646048090511 0.0056814501284242324 0.0044394961842208255 0.0036910440441564117 0.004847821694822653 0.0060124358424265018
leaf_weight=52 54 56 264 84 64 61 54 56 61 61 73 55 54 854 160 73 107 101 54
leaf_count=52 54 56 264 84 64 61 54 56 61 61 73 55 54 854 160 73 107 101 54
internal_value=0 0.00358154 0.00298947 0.00342765 0.00289903 0.00246451 0.00195691 0.0013416 0.00569538 0.00419405 0.00589641 0.00575314 0.00593489 0.00581976 0.00595361 0.00292031 0.00488401 0.00625259 0.00708414
internal_weight=0 747 639 583 499 435 374 320 1651 195 1456 1383 1328 1274 1222 134 267 955 108
internal_count=2398 747 639 583 499 435 374 320 1651 195 1456 1383 1328 1274 1222 134 267 955 108
is_linear=0
shrinkage=0.00543018


Tree=448
num_leaves=22
num_cat=0
split_feature=4 12 4 0 12 11 15 0 0 4 0 0 4 0 48 12 1446 51 4 4 12
split_gain=1327.65 313.547 154.828 219.03 107.182 79.1112 74.0837 72.8999 57.0042 53.7822 50.7413 45.6654 44.6264 38.6799 24.9814 21.5166 10.8386 10.148 9.34496 6.55469 4.1804
threshold=0.30163500000000004 0.054520000000000006 -0.17689999999999997 -0.078964999999999994 0.12701500000000002 1.0000000180025095e-35 -0.42759999999999992 -0.12608499999999997 -0.053259999999999995 0.032965000000000001 -0.15385999999999997 0.048285000000000008 0.59999500000000017 -0.099059999999999995 0.078910000000000022 0.095175000000000023 0.083715000000000026 -0.030684999999999994 -0.060264999999999992 -0.0018749999999999997 0.089735000000000023
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 2 11 7 5 9 12 10 -7 14 -4 -1 -2 -8 15 16 -3 -11 -17 -16 -19
right_child=6 4 3 -5 -6 8 13 -9 -10 17 -12 -13 -14 -15 19 18 -18 20 -20 -21 -22
leaf_value=0.011913375140592946 0.0054274296328347162 0.010161041416729293 0.0081836398746383196 0.0027709518867188622 0.0059479690288408169 0.013814067080286723 0.0025422315314299112 0.010089709964725245 0.010220568517171656 0.0076326264058508625 0.0051485884467130589 0.0082877465290409468 0.0021458583903317206 -0.0005074090842825549 0.0084203669099628606 0.0097830089955713243 0.011072305184058424 0.0094994901272998523 0.0086662929359924146 0.009543128287407247 0.0085244893749905834
leaf_weight=52 76 772 86 98 54 64 67 68 71 75 82 54 54 60 90 148 115 54 94 72 92
leaf_count=52 76 772 86 98 54 64 67 68 71 75 82 54 54 60 90 148 115 54 94 72 92
internal_value=0 0.00923722 0.00716094 0.00623868 0.00977428 0.00989971 0.00260029 0.00767854 0.0119244 0.00971892 0.00670242 0.0100666 0.00406454 0.00110122 0.00993435 0.0100799 0.0102792 0.00846032 0.00934937 0.00891955 0.00888531
internal_weight=0 2141 440 334 1701 1647 257 236 135 1512 168 106 130 127 1291 1129 887 221 242 162 146
internal_count=2398 2141 440 334 1701 1647 257 236 135 1512 168 106 130 127 1291 1129 887 221 242 162 146
is_linear=0
shrinkage=0.00275908


Tree=449
num_leaves=25
num_cat=0
split_feature=1 47 39 16 1 2 1 3 16 1 1 3 2 15 47 15 3 15 1429 150 16 3 2 15
split_gain=3162.28 321.689 302.514 182.308 179.154 173.641 132.06 87.1501 81.7966 104.206 58.6171 58.1496 39.0334 37.6679 67.3517 30.7122 30.4175 29.7816 28.3412 22.0767 12.5497 9.66321 13.4504 3.56961
threshold=0.10892500000000001 0.085505000000000012 0.081875000000000017 -0.064539999999999986 0.13130500000000003 0.10045500000000002 0.093595000000000025 -0.029309999999999996 0.52822500000000006 0.081315000000000012 0.089625000000000024 -0.14443999999999999 0.091955000000000023 0.087450000000000014 0.082095000000000015 -0.089484999999999995 -0.063074999999999978 -0.42759999999999992 0.084690000000000015 0.087790000000000021 0.0086100000000000013 -0.068864999999999996 0.096425000000000025 0.094620000000000024
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 4 5 -3 7 10 -4 -2 9 16 11 -1 18 14 -12 -9 20 -6 19 -13 -7 22 -14 -15
right_child=1 3 6 -5 17 8 -8 15 -10 -11 13 12 21 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.014391953343493301 0.0077643351451034126 0.0055710215494331333 0.011054870349604754 0.010594604366406354 0.0036161014506220315 0.011873521566933947 0.0066362767466702248 0.0057456235561786622 0.012785839983748196 0.0080674920326950818 0.0091816262345847041 0.012814718391871503 0.011792656206627559 0.012644883450665159 0.012125784290502867 0.0034639396524682778 0.009541726066482608 0.0016323993249616692 0.011296411427824532 0.011478790553724465 0.01075813096170916 0.012471226786261825 0.010553650940807012 0.011940410948500195
leaf_weight=69 61 59 53 69 60 96 68 52 69 73 68 761 139 55 69 52 53 75 67 59 84 52 54 81
leaf_count=69 61 59 53 69 60 96 68 52 69 73 68 761 139 55 69 52 53 75 67 59 84 52 54 81
internal_value=0 0.00549479 0.011786 0.00827922 0.00430669 0.0119963 0.00857188 0.00577313 0.0107213 0.0102557 0.0123206 0.0125203 0.0124062 0.0114423 0.0106646 0.004605 0.0109412 0.00251421 0.0126112 0.0127186 0.0113531 0.0116638 0.0114461 0.0122255
internal_weight=0 428 1970 128 300 1849 121 165 375 306 1474 1201 1132 273 137 104 233 135 887 820 180 245 193 136
internal_count=2398 428 1970 128 300 1849 121 165 375 306 1474 1201 1132 273 137 104 233 135 887 820 180 245 193 136
is_linear=0
shrinkage=0.00209776


Tree=450
num_leaves=20
num_cat=0
split_feature=1 3 123 1 16 12 3 11 3 1 12 3 156 11 3 12 3 52 133
split_gain=2713.3 576.224 221.381 200.133 104.174 69.6898 50.6327 49.8128 118.754 46.8672 42.0754 35.1042 52.9017 33.9587 29.5222 19.6315 17.7692 11.9296 8.8307
threshold=0.10508500000000001 -0.052614999999999995 1.0000000180025095e-35 0.13630500000000004 0.26391000000000003 0.11721500000000001 0.31400500000000003 1.0000000180025095e-35 -0.12077499999999998 0.11530500000000002 -1.0000000180025095e-35 -0.08095999999999999 0.081415000000000015 0.082485000000000017 0.086245000000000016 0.086505000000000012 -0.0088599999999999981 -0.066329999999999986 0.087445000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 10 9 7 -5 8 -1 -2 16 15 14 -9 -13 18 -3 -17 -10
right_child=1 3 -4 6 -6 -7 -8 13 11 -11 -12 12 -14 -15 -16 17 -18 -19 -20
leaf_value=0.0066955584063294023 0.0072929053968584581 0.0038242156584097518 0.0061204003601737509 0.0018258362461562433 0.0090649945017121803 0.0074506687198267318 -0.00079333616496562586 0.012015443314235055 0.010443194605201224 0.0047562287767107074 0.004792763291330604 0.0092459087912843945 0.010693710111242183 0.0098102343638042395 0.0078594451163838414 0.0090699900560774153 0.0022573547094291492 0.0098149028037031495 0.0097277781400226231
leaf_weight=55 53 54 76 60 65 59 55 55 268 61 94 504 92 54 68 107 59 398 91
leaf_count=55 53 54 76 60 65 59 55 55 268 61 94 504 92 54 68 107 59 398 91
internal_value=0 0.00423575 0.0094159 0.00265891 0.00707218 0.00955893 0.000573006 0.00963243 0.00954354 0.00593575 0.00381765 0.00964604 0.00930458 0.0109231 0.00908112 0.00990843 0.00300631 0.00965711 0.0102619
internal_weight=0 501 1827 322 179 1751 115 1692 1583 114 207 1528 664 109 572 864 113 505 359
internal_count=2328 501 1827 322 179 1751 115 1692 1583 114 207 1528 664 109 572 864 113 505 359
is_linear=0
shrinkage=0.00197189


Tree=451
num_leaves=24
num_cat=0
split_feature=4 15 4 4 2 130 1456 157 0 43 43 13 52 483 13 52 1447 13 4 159 42 12 474
split_gain=106.026 51.7104 30.8239 30.7964 30.6469 46.3329 20.8083 21.021 20.2693 14.4456 12.3571 25.5084 17.6512 10.4766 14.3466 10.0332 9.17182 6.20796 5.26268 3.59329 3.01261 2.76183 3.41714
threshold=0.40124500000000002 -0.42759999999999992 0.59999500000000017 0.42098500000000005 0.090000000000000011 -0.0009549999999999999 -0.081149999999999986 0.0041950000000000008 -0.12608499999999997 -0.14726499999999995 -0.078409999999999994 -0.021674999999999996 -0.086814999999999989 0.085870000000000016 -0.092879999999999976 -0.054974999999999989 -0.083354999999999985 -0.00038499999999999998 -0.082249999999999976 1.0000000180025095e-35 -0.090084999999999985 0.084160000000000013 1.0000000180025095e-35
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 -2 -3 9 -6 -7 8 15 20 11 19 -12 14 -10 -8 -14 18 -18 21 -1 -11 -23
right_child=1 3 -4 -5 5 6 7 -9 13 10 12 -13 16 -15 -16 -17 17 -19 -20 -21 -22 22 -24
leaf_value=0.0080779849053780987 0.0073578636957924142 0.0022127284000060927 0.0013993392587645082 -0.0038757714067299671 0.00023354572616708907 0.0095113264873074518 0.0047767137216079645 0.0083358436865322606 0.0026134856293602016 0.008313707800776839 0.009834522717282225 0.0030197340728397503 0.0091036188351424942 0.0078791215348632537 0.0058380806617255128 0.0016312678753881763 0.0078450426195518994 0.0052296814166109627 0.0065111058656348543 0.0054800931166520917 0.010112748628418117 0.006007370800352933 0.0078375804502779645
leaf_weight=52 73 63 53 55 55 52 76 90 55 53 81 85 60 74 436 68 152 91 340 60 52 92 60
leaf_count=52 73 63 53 55 55 52 76 90 55 53 81 85 60 74 436 68 152 91 340 60 52 92 60
internal_value=0 0.00220323 0.004852 -0.000624594 0.00634593 0.00552347 0.00586528 0.00562791 0.00528408 0.00697843 0.00677332 0.00585513 0.00721711 0.00579173 0.005477 0.00329181 0.0068873 0.00665909 0.00692335 0.00676436 0.00909598 0.00713993 0.00673024
internal_weight=0 244 126 118 2084 906 851 799 709 1178 1074 350 724 565 491 144 643 583 492 265 104 205 152
internal_count=2328 244 126 118 2084 906 851 799 709 1178 1074 350 724 565 491 144 643 583 492 265 104 205 152
is_linear=0
shrinkage=0.00594548


Tree=452
num_leaves=19
num_cat=0
split_feature=3 39 43 15 1 1213 42 0 15 43 1 52 2 13 52 43 1 15
split_gain=78.7637 35.9986 20.2386 18.887 30.8346 26.1152 19.8034 17.5736 32.1649 16.0468 15.719 14.1666 13.3323 10.4546 14.2083 8.28651 11.4421 5.41311
threshold=0.31534000000000006 0.089130000000000015 -0.051239999999999987 0.03981500000000001 0.097480000000000011 0.084010000000000015 0.097535000000000011 -0.10891999999999999 -0.039984999999999993 -0.15786499999999998 0.087135000000000004 -0.053514999999999993 0.11404000000000002 0.102565 -0.014149999999999998 0.0054600000000000004 0.079020000000000021 0.11377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 5 13 6 7 8 10 -9 -1 -3 -11 14 -5 17 -17 -16
right_child=-2 2 -4 4 -6 -7 -8 9 -10 12 -12 -13 -14 -15 15 16 -18 -19
leaf_value=0.007527056664451472 -0.0012476209981967126 0.0031027119125174611 0.0052716035465734277 0.0084491560330781767 0.010021464905265462 0.00073578193676180877 0.0022649451744414005 0.008543413877497295 -0.00010632694031440277 0.005518045651623376 0.0038177793096596151 -0.0010190326425767358 0.0031727909520489184 0.0032780163234563493 0.0060539846905041071 0.0053686460797564457 0.0021916778473474651 0.0042298647123730129
leaf_weight=52 70 52 52 57 53 53 90 52 56 707 136 58 90 64 450 121 54 61
leaf_count=52 70 52 52 57 53 53 90 52 56 707 136 58 90 64 450 121 54 61
internal_value=0 0.00492849 0.00232321 0.00512983 0.00578276 0.00467547 0.00485193 0.00506489 0.00370767 0.00545488 0.00484408 0.000928872 0.00525329 0.0055043 0.00569599 0.00546714 0.00438867 0.00583635
internal_weight=0 2258 162 2096 860 1236 1183 1093 244 849 188 110 797 807 743 686 175 511
internal_count=2328 2258 162 2096 860 1236 1183 1093 244 849 188 110 797 807 743 686 175 511
is_linear=0
shrinkage=0.00573483


Tree=453
num_leaves=18
num_cat=0
split_feature=12 133 12 12 43 1203 11 11 133 43 43 42 1375 150 150 43 11
split_gain=33.511 28.6719 21.8503 16.9867 31.6222 15.5675 16.0374 18.3997 11.267 9.3321 10.9954 14.4255 8.92259 12.0876 7.72178 7.57804 3.78865
threshold=-0.011819999999999999 -1.0000000180025095e-35 0.13332500000000003 -0.096234999999999987 -0.077944999999999987 0.084690000000000015 1.0000000180025095e-35 0.085630000000000026 0.086805000000000007 0.043850000000000007 0.13543000000000002 0.096415000000000015 -0.092319999999999985 0.10389500000000002 0.085825000000000012 0.31511000000000006 0.093970000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -3 8 6 9 -8 -5 12 11 -11 -2 14 -14 -12 -9
right_child=2 3 -4 4 -6 -7 7 16 -10 10 15 -13 13 -15 -16 -17 -18
leaf_value=0.0049427791650192045 0.0019747604116004212 -0.0014530463938218293 0.00060402888354676261 0.005096274462027108 -0.0011971392427950547 0.0019785852073257635 0.0078899794121907244 0.0053056285353409076 0.0017610806392978216 -0.00029216828051146772 0.0056382611680910926 0.0035751524918929182 0.0041761289017699203 0.0062376154095218819 0.0020884045886314429 0.0028202004821378181 0.0032667347208085989
leaf_weight=74 53 56 55 63 61 101 67 53 54 52 52 59 1285 80 53 58 52
leaf_count=74 53 56 55 63 61 101 67 53 54 52 52 59 1285 80 53 58 52
internal_value=0 0.00203745 0.00393392 0.00111842 0.00192774 0.00402709 0.00413806 0.00569658 0.00355744 0.00397959 0.00295276 0.00176292 0.00413382 0.00421448 0.00409347 0.00415289 0.00429644
internal_weight=0 308 2020 234 178 1965 1864 172 117 1692 221 111 1471 1418 1338 110 105
internal_count=2328 308 2020 234 178 1965 1864 172 117 1692 221 111 1471 1418 1338 110 105
is_linear=0
shrinkage=0.00535448


Tree=454
num_leaves=31
num_cat=0
split_feature=1 1 12 123 1 15 12 123 13 15 51 13 13 16 475 151 133 15 15 15 13 15 133 15 16 402 151 16 133 13
split_gain=1842.57 292.384 282.332 133.762 80.315 47.297 59.3661 43.6822 42.3216 66.9053 60.2595 34.7459 26.855 47.3584 25.0536 25.7915 19.4557 18.9107 14.654 11.073 9.39085 8.2449 7.43 6.49849 5.06357 4.55865 3.27856 3.11262 3.08498 2.52596
threshold=0.10508500000000001 0.14262000000000002 0.087245000000000003 1.0000000180025095e-35 0.11869500000000001 0.03981500000000001 0.08623500000000002 0.089155000000000012 -0.078734999999999986 -0.12431499999999999 0.08406000000000001 -0.0021749999999999994 -0.0013449999999999996 -0.15796999999999997 -0.084964999999999985 -0.0033899999999999994 0.082925000000000013 0.11315500000000002 -0.042294999999999992 -0.10602999999999999 -0.075154999999999986 0.087865000000000013 0.087950000000000014 -0.064999999999999988 -0.025314999999999994 0.095250000000000015 -0.079329999999999984 -0.085514999999999994 -0.016324999999999996 -0.006474999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 -4 8 11 12 16 -10 14 24 19 -14 -11 -16 18 21 -1 -2 -19 29 23 -18 28 27 -24 -23 -7 -8
right_child=1 -3 4 -5 -6 6 17 -9 9 10 -12 -13 13 -15 15 -17 22 20 -20 -21 -22 25 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011914217174544528 0.0062712211790209426 0.0023267102178828147 0.011347756730436585 0.008547249676629334 0.0076314229983934258 0.012851714627677393 0.012802328439168778 0.0038600767089345248 0.013077828751611372 0.012408245300835166 0.0086671940597791985 0.015047558984212787 0.005578123123759049 0.0088192820166632553 0.0091819965548459309 0.011069402239698803 0.012343813611546845 0.011685168039222189 0.010363930287092872 0.0047284083013992874 0.010286608609429988 0.012141940597296995 0.012420528155307139 0.013397443053203093 0.01340372267670515 0.012478951896452027 0.011565927912257409 0.01154868623357993 0.012053989845711354 0.012193584797990716
leaf_weight=101 52 84 93 76 54 68 84 54 76 64 77 52 54 52 52 237 77 55 56 58 59 73 52 64 55 55 57 202 52 83
leaf_count=101 52 84 93 76 54 68 84 54 76 64 77 52 54 52 52 237 77 55 56 58 59 73 52 64 55 55 57 202 52 83
internal_value=0 0.00645046 0.00728108 0.0116947 0.00998275 0.0118313 0.0122473 0.00581007 0.0114494 0.0109811 0.0106104 0.0133061 0.00629745 0.00716837 0.0110343 0.0107299 0.0120316 0.0118539 0.0113614 0.00545797 0.0109616 0.0120586 0.0124525 0.0128222 0.0127885 0.0118351 0.0119739 0.0117063 0.0125063 0.0124999
internal_weight=0 501 417 1827 147 1751 838 270 913 506 430 227 216 106 353 289 407 611 157 110 114 497 250 141 175 330 109 275 120 167
internal_count=2328 501 417 1827 147 1751 838 270 913 506 430 227 216 106 353 289 407 611 157 110 114 497 250 141 175 330 109 275 120 167
is_linear=0
shrinkage=0.00242247


Tree=455
num_leaves=22
num_cat=0
split_feature=4 2 52 157 4 42 16 42 4 51 48 16 16 52 42 130 1 2 1 51 2
split_gain=70.6494 34.2235 24.6122 23.7405 23.4106 17.0697 16.2872 14.1307 13.898 16.76 23.425 14.7894 14.2584 19.6109 17.3923 10.9596 7.90147 7.17989 7.11962 6.31389 3.10606
threshold=0.30163500000000004 0.10836000000000003 0.12066000000000002 -0.029304999999999998 0.029980000000000003 0.080060000000000006 -0.24235499999999996 0.089370000000000019 -0.17689999999999997 0.082455000000000014 0.081275000000000014 0.25032500000000008 0.0086100000000000013 -0.13370999999999997 0.080840000000000009 -0.076894999999999977 0.097480000000000011 0.079570000000000016 0.10720500000000001 0.11504000000000002 0.12399000000000002
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 8 6 -3 5 18 7 -2 11 12 19 -1 13 -10 -14 -15 -17 -16 -5 -11 -6
right_child=2 3 -4 4 20 -7 -8 -9 9 10 -12 -13 14 15 17 16 -18 -19 -20 -21 -22
leaf_value=0.0081231186919863852 0.0020612528409631467 -0.0014065845600887078 0.004310410712990544 0.0013272760752699548 0.0017619429181555985 0.0073103209447401866 -0.0032860042141695653 -0.0020023700447533389 0.0084589815414432036 0.0049893682384776466 -0.00040851042827863077 0.0040823372684650472 0.00017144427649124785 0.0070500138676022183 0.0053971566491375035 0.0045398017329761637 0.0024449625634923142 0.0029086985268325515 0.0046056029365248701 0.0023693799026115086 -0.00036098933785913106
leaf_weight=76 97 61 54 52 54 55 58 52 53 93 71 68 62 65 83 977 77 103 53 60 55
leaf_count=76 97 61 54 52 54 55 58 52 53 93 71 68 62 65 83 977 77 103 53 60 55
internal_value=0 0.00399714 0.000528449 0.00213557 0.00293906 0.00447073 -0.000457826 0.000642625 0.00434069 0.00417643 0.00257665 0.00621544 0.00442874 0.00471879 0.00305776 0.00454159 0.00438683 0.0040195 0.00298269 0.00396236 0.000690123
internal_weight=0 2118 261 330 269 160 207 149 1788 1644 224 144 1420 1172 248 1119 1054 186 105 153 109
internal_count=2379 2118 261 330 269 160 207 149 1788 1644 224 144 1420 1172 248 1119 1054 186 105 153 109
is_linear=0
shrinkage=0.00629014


Tree=456
num_leaves=21
num_cat=0
split_feature=4 3 2 43 3 3 2 2 3 13 43 43 3 4 48 15 3 13 16 4
split_gain=1840.15 653.346 391.333 204.754 89.1423 84.2389 78.6444 75.924 59.8303 58.6757 52.2367 47.491 34.8951 34.4691 32.263 50.2285 20.5592 46.4963 12.6531 4.30695
threshold=0.30163500000000004 -0.06340999999999998 0.10859000000000001 -0.065804999999999989 0.31400500000000003 0.20828500000000003 0.11866500000000001 0.13538500000000001 0.091170000000000015 -0.11255999999999998 -0.035884999999999993 -0.00013499999999999997 0.0012800000000000001 0.0049200000000000008 0.082225000000000006 -0.097269999999999981 -0.23303499999999996 0.043640000000000005 -0.10803999999999998 0.17982000000000001
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 6 3 -3 7 10 9 11 12 -1 -4 -2 -5 14 16 -16 -11 -18 19 -15
right_child=4 2 5 8 -6 -7 -8 -9 -10 13 -12 -13 -14 18 15 -17 17 -19 -20 -21
leaf_value=0.013170691450675388 0.0037494956873708033 0.0065567766926999246 0.0046129702522136554 0.010295113201578467 0.00095519451690298496 0.0026196926658472526 0.0079732215856117127 0.002016666300904307 0.0090531124972566823 0.012340999363207383 0.0075916906517689781 0.0062908005938251887 0.012639145357171748 0.010893652743264702 0.011243211386637808 0.0084241573004309109 0.011095155096002084 0.0096464259608378816 0.00930773819964382 0.0099709705969084159
leaf_weight=53 71 103 63 69 52 53 52 56 96 56 59 82 63 53 64 67 980 130 103 54
leaf_count=53 71 103 63 69 52 53 52 56 96 56 59 82 63 53 64 67 980 130 103 54
internal_value=0 0.0100181 0.00776402 0.00921797 0.00361968 0.00501382 0.0107256 0.0042825 0.0104201 0.0108174 0.0060537 0.00511166 0.011414 0.0107346 0.0108731 0.00980159 0.0109935 0.0109255 0.00987877 0.0104282
internal_weight=0 2118 506 331 261 175 1612 209 228 1560 122 153 132 1507 1297 131 1166 1110 210 107
internal_count=2379 2118 506 331 261 175 1612 209 228 1560 122 153 132 1507 1297 131 1166 1110 210 107
is_linear=0
shrinkage=0.00227364


Tree=457
num_leaves=13
num_cat=0
split_feature=4 151 15 15 4 3 39 4 3 3 52 3
split_gain=57.9808 32.7754 38.061 28.8274 20.3951 17.3891 19.1314 20.1159 26.3512 26.9531 14.5461 4.88919
threshold=0.30163500000000004 0.086470000000000005 -0.15614499999999998 -0.41309499999999993 0.51400500000000016 0.17646500000000004 0.094095000000000026 -0.17689999999999997 0.08734500000000002 -0.10468499999999999 -0.15824499999999997 -0.026769999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 10 9 -9 -4 -12
right_child=3 -3 5 -5 -6 -7 -8 8 -10 -11 11 -13
leaf_value=0.0080618361072020903 0.0042668716253147594 -0.00057828375189186341 0.0035922427542613663 -0.0020013108486478812 5.0662889790805148e-05 0.00016909797032375792 0.0002586688217254515 0.0011849471903268016 -0.00056881809760197112 0.0039102369947028714 0.0056231785316376483 0.0081327254070489366
leaf_weight=69 80 66 77 97 84 53 58 142 54 1487 52 60
leaf_count=69 80 66 77 97 84 53 58 142 54 1487 52 60
internal_value=0 0.00356536 0.00369866 0.000580377 0.00210774 0.00354681 0.00363953 0.00374425 0.00353658 0.00367271 0.00559312 0.00696815
internal_weight=0 2118 2052 261 164 1983 1930 1872 1683 1629 189 112
internal_count=2379 2118 2052 261 164 1983 1930 1872 1683 1629 189 112
is_linear=0
shrinkage=0.00597505


Tree=458
num_leaves=23
num_cat=0
split_feature=1 4 148 51 52 16 159 2 158 456 51 12 52 4 156 475 481 12 4 457 16 2
split_gain=44.5332 42.0962 28.1665 24.0044 29.389 49.4593 24.9168 14.9784 12.1467 12.1622 11.9034 11.8747 11.3851 11.0065 13.5432 20.7275 9.01972 7.94888 7.91653 6.47786 2.88746 2.34268
threshold=0.096300000000000011 -0.047714999999999987 -1.0000000180025095e-35 0.10446500000000002 -0.22243999999999997 -0.11118499999999999 0.089285000000000017 0.11366500000000002 0.07968500000000002 0.077935000000000018 0.11178000000000002 0.10090500000000001 -0.15824499999999997 0.020345000000000005 0.088250000000000009 -0.084169999999999981 -0.014304999999999998 0.086850000000000024 0.59999500000000017 -0.082949999999999982 -0.12029499999999999 0.099675000000000014
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=7 12 -3 4 -4 18 -7 8 9 10 13 -9 -2 14 15 -1 -10 -18 21 -11 -15 -6
right_child=1 2 3 -5 5 6 -8 11 16 19 -12 -13 -14 20 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0068982538493332392 0.002462943682881448 -0.0033522116271478058 0.004736901735905439 0.0046471425003583372 0.0036643818950453967 -0.0042499296298486389 0.0007010026577834508 -0.00095263334586568357 0.0027843507622963221 0.0034621241690302369 0.00077944118976578888 0.0027404656901704634 0.0056963402963500637 0.0023764430094948032 0.0011711934412815333 0.0033223494129275754 0.0072879198973206877 0.0042380841802584623 0.00019651795709848155 0.0062986553246042075 0.00056190892357737112 0.0020769811250243258
leaf_weight=61 75 57 52 58 56 103 55 52 53 52 80 75 79 62 93 926 59 62 64 63 62 80
leaf_count=61 75 57 52 58 56 103 55 52 53 52 80 75 79 62 93 926 59 62 64 63 62 80
internal_value=0 0.00139113 0.000589944 0.00107021 0.000564055 -4.18796e-05 -0.0025261 0.00319091 0.00334936 0.00316514 0.00299927 0.00122783 0.00412205 0.00314671 0.0033392 0.00354342 0.00483015 0.00572572 0.00192034 0.0050166 0.00146969 0.00273108
internal_weight=0 679 525 468 410 358 158 1700 1573 1399 1284 127 154 1204 1080 987 174 121 200 115 124 136
internal_count=2379 679 525 468 410 358 158 1700 1573 1399 1284 127 154 1204 1080 987 174 121 200 115 124 136
is_linear=0
shrinkage=0.00594006


Tree=459
num_leaves=19
num_cat=0
split_feature=1 3 4 2 12 3 1 2 3 13 3 2 13 3 4 1429 3 42
split_gain=2759.72 348.788 271.536 192.626 159.336 146.273 128.071 105.108 93.4087 53.6396 51.3634 50.7962 44.4156 28.939 33.8561 25.8238 24.3084 18.5317
threshold=0.10752500000000002 -0.06340999999999998 0.27552000000000004 0.11444000000000001 -0.029844999999999997 0.31534000000000006 0.092655000000000015 0.11366500000000002 0.077930000000000013 -0.011494999999999998 -0.14162499999999997 0.091955000000000023 0.039845000000000012 -0.092019999999999977 -0.0070549999999999996 0.084770000000000012 -0.067094999999999988 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 8 -1 10 9 -3 12 15 -6 -13 -15 17 -9 -12
right_child=1 5 -4 -5 7 -7 -8 16 -10 -11 11 13 -14 14 -16 -17 -18 -19
leaf_value=0.01174794938989572 0.010556037715922914 0.005059663898502465 0.0067806123906746091 0.0052746462508949385 0.015019068451444361 0.0015485266989821067 0.0070549227497845816 0.010901026422848133 0.0068963663624854463 0.0022815225363336761 0.012535735566754757 0.0098086416599760685 0.012421601481089823 0.012198102024120437 0.010779152673680405 0.01079636283101437 0.008873938310334591 0.011883556944971538
leaf_weight=55 87 94 54 56 54 73 60 64 92 54 749 53 82 190 148 56 54 304
leaf_count=55 87 94 54 56 54 73 60 64 92 54 749 53 82 190 148 56 54 304
internal_value=0 0.00561446 0.0116909 0.00848797 0.0118328 0.00430157 0.00929962 0.0119988 0.00513885 0.00404618 0.0121449 0.0120263 0.0134531 0.0113372 0.0115769 0.0122692 0.00997358 0.0123475
internal_weight=0 456 1923 143 1869 313 115 1754 240 148 1636 1500 136 391 338 1109 118 1053
internal_count=2379 456 1923 143 1869 313 115 1754 240 148 1636 1500 136 391 338 1109 118 1053
is_linear=0
shrinkage=0.00222067


Tree=460
num_leaves=18
num_cat=0
split_feature=4 3 40 2 12 133 12 2 2 3 2 49 4 12 12 12 4
split_gain=1929.7 497.438 391.989 140.001 80.4914 62.8702 58.5879 33.3187 31.0451 33.4284 27.4007 25.9975 19.5508 18.5448 16.0169 11.6004 13.4512
threshold=0.30163500000000004 0.11745500000000002 -0.03549999999999999 0.14019000000000004 -0.010219999999999998 0.085650000000000018 0.095780000000000018 0.10244500000000002 0.087675000000000017 0.045635000000000002 0.12190500000000001 -0.018959999999999994 0.053255000000000004 0.089300000000000004 0.083570000000000019 0.11512500000000002 -0.076689999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -4 -1 8 -2 9 13 -9 -10 15 -6 -13 16 -8
right_child=3 -3 4 -5 6 -7 12 10 11 -11 -12 14 -14 -15 -16 -17 -18
leaf_value=0.0067920350164732361 0.0018296984578568174 0.0037732801144321113 0.0065504838104536089 -0.00084459348178186672 0.010189662015318717 0.003532136656125943 0.0099463629434445415 0.0050004611911822292 0.0081964119254998406 0.011938237634329302 0.0027219860128393594 0.0085909425986930438 0.0078097998340314508 0.0093606066584345816 0.0097704722344267997 0.0080400533323678781 0.0088331219785252549
leaf_weight=72 72 101 52 69 561 63 100 61 91 52 59 78 94 212 416 54 163
leaf_count=72 72 101 52 69 561 63 100 61 91 52 59 78 94 212 416 54 163
internal_value=0 0.00893241 0.00919189 0.00206556 0.00947449 0.00527094 0.00955797 0.00311153 0.00978883 0.0100869 0.00388042 0.00936843 0.00876593 0.00996232 0.00958428 0.00904937 0.0092565
internal_weight=0 2109 2008 261 1873 135 1821 192 1410 825 120 585 411 773 494 317 263
internal_count=2370 2109 2008 261 1873 135 1821 192 1410 825 120 585 411 773 494 317 263
is_linear=0
shrinkage=0.00238225


Tree=461
num_leaves=17
num_cat=0
split_feature=1 10 147 13 151 42 484 42 124 13 16 13 16 1427 16 4
split_gain=66.683 48.0732 17.3605 15.9163 15.6273 11.2691 9.24801 10.0658 13.0389 12.0397 11.8168 8.87055 15.3307 7.88456 6.36643 2.39869
threshold=0.11684000000000001 -1.0000000180025095e-35 0.088610000000000008 1.0000000180025095e-35 0.088225000000000012 0.11649000000000002 0.088765000000000011 -0.075014999999999984 -0.027784999999999997 0.049530000000000012 -0.038799999999999994 -0.33260499999999998 -0.13895999999999997 1.0000000180025095e-35 -0.070454999999999976 -0.013514999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 11 5 6 7 9 -9 10 -1 -3 -13 -10 -7 -8
right_child=1 3 -4 -5 -6 14 15 8 13 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0049897598857623487 -0.004417039501274026 0.00072640752489552406 0.00055137184341564195 -0.0010890794786382048 0.0077704356030817512 0.0034572549306529868 0.0049457012286360834 0.0010535955484226563 0.0038328108706500029 0.0030129392393862535 0.0083435251883817643 0.0066430433895690684 0.0020025092672360622 0.0064246392779349747 0.00028050874626453238 0.0067441964575593542
leaf_weight=187 65 54 62 55 52 62 65 74 1231 93 63 55 76 55 52 69
leaf_count=187 65 54 62 55 52 62 65 74 1231 93 63 55 76 55 52 69
internal_value=0 0.000687794 0.00404031 0.00207065 0.00414827 0.00405169 0.00417842 0.0040451 0.00378651 0.00507019 0.00583519 0.00301042 0.00395137 0.00394371 0.00200884 0.00587233
internal_weight=0 305 2065 240 2003 1951 1837 1703 1360 343 250 185 131 1286 114 134
internal_count=2370 305 2065 240 2003 1951 1837 1703 1360 343 250 185 131 1286 114 134
is_linear=0
shrinkage=0.00669208


Tree=462
num_leaves=15
num_cat=0
split_feature=1 10 14 0 15 3 3 1 15 12 1 15 150 3
split_gain=46.524 27.6159 24.8929 26.2013 15.1907 12.2805 20.4049 17.2387 18.5609 15.8569 12.1683 13.6823 11.0372 12.989
threshold=0.12007000000000002 -1.0000000180025095e-35 -0.10708499999999999 -0.15270499999999995 -0.091274999999999981 -0.14162499999999997 -0.11197999999999998 0.10384000000000002 -0.064999999999999988 0.088965000000000002 0.12958500000000003 -0.19301999999999997 0.10781 -0.015259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 9 -7 12 -9 -5 -3 -12 13 -8
right_child=1 10 3 5 -6 6 7 8 -10 -11 11 -13 -14 -15
leaf_value=0.0068819810739596723 -0.0034507690865259099 -0.00091239222336513611 -0.0022285992182606794 0.002707845068643318 0.001905909310625646 -0.00075918299586033068 0.0029588091976320298 0.0028052493036344796 -0.0017722085197268492 0.0066652640637132931 0.00074034633301160789 0.0046282183918407178 0.0060038597422788819 0.0047655972266578113
leaf_weight=60 57 61 52 72 89 53 1356 83 54 78 81 57 52 165
leaf_count=60 57 61 52 72 89 53 1356 83 54 78 81 57 52 165
internal_value=0 0.000278757 0.00302239 0.00290962 0.000380666 0.00309599 0.00295385 0.00306897 0.00100052 0.00476614 0.00134734 0.00234668 0.00324908 0.00315485
internal_weight=0 256 2114 2054 141 1913 1763 1710 137 150 199 138 1573 1521
internal_count=2370 256 2114 2054 141 1913 1763 1710 137 150 199 138 1573 1521
is_linear=0
shrinkage=0.00607774


Tree=463
num_leaves=20
num_cat=0
split_feature=3 3 43 3 11 43 43 39 49 3 11 3 3 160 51 1456 42 160 51
split_gain=1924.34 585.642 440.864 180.059 120.904 100.805 93.3766 62.9426 57.0436 66.612 66.0302 98.75 45.7907 24.265 14.9945 9.90485 9.66876 9.48176 8.28
threshold=-0.057369999999999997 0.31343500000000007 -0.033174999999999989 0.11745500000000002 0.093970000000000012 -0.097279999999999991 0.0047850000000000011 0.087735000000000021 -0.028439999999999997 -0.092019999999999977 1.0000000180025095e-35 -0.11197999999999998 -0.081184999999999993 -0.010724999999999998 -0.22865999999999997 0.056265000000000009 0.082410000000000025 1.0000000180025095e-35 -0.019069999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 6 8 -2 13 -7 9 -1 11 -10 15 -4 -14 18 -16 -15 -13
right_child=1 -3 3 -5 -6 7 -8 -9 10 -11 -12 12 14 17 16 -17 -18 -19 -20
leaf_value=0.023574750684585186 0.023218327203019737 0.016596315888526149 0.027640677259960389 0.021877197503391604 0.023750182118562873 0.02112358174952253 0.023172751160339358 0.018255404972089152 0.024569779022740598 0.026789337303375332 0.028920206290443298 0.026800751014828397 0.025501101538914647 0.025351071585839109 0.026118455321471553 0.028226314115365414 0.02692108969059076 0.026633716124018315 0.027512341166097062
leaf_weight=55 54 87 63 91 65 76 61 89 86 93 100 107 58 76 104 90 393 54 568
leaf_count=55 54 87 63 91 65 76 61 89 86 93 100 107 58 76 104 90 393 54 568
internal_value=0 0.0221791 0.0230403 0.0246688 0.0268455 0.0204747 0.0256688 0.0195767 0.0269672 0.0255949 0.027102 0.0269727 0.0271292 0.0264576 0.0266224 0.0274969 0.0267532 0.0258841 0.0273996
internal_weight=0 651 564 345 1719 219 254 165 1654 148 1506 1406 1320 193 555 765 497 130 675
internal_count=2370 651 564 345 1719 219 254 165 1654 148 1506 1406 1320 193 555 765 497 130 675
is_linear=0
shrinkage=0.00231137


Tree=464
num_leaves=15
num_cat=0
split_feature=31 147 12 11 52 13 42 43 13 12 133 13 156 133
split_gain=29.0943 24.2244 19.8755 21.609 14.8052 15.6484 12.78 11.7186 16.614 11.6043 10.3595 13.7634 9.80694 9.17063
threshold=-0.018414999999999997 0.089365000000000014 0.1072 0.077415000000000012 -0.046924999999999988 -0.088589999999999988 -0.038454999999999996 -0.14495499999999997 0.059130000000000009 0.089475000000000013 -0.077039999999999983 -0.0059899999999999997 0.089090000000000016 0.0024650000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 -6 12 -5 -7 -12 -9 -8
right_child=1 -3 6 9 7 10 13 8 -10 -11 11 -13 -14 -15
leaf_value=-0.00052195263170199074 0.00041596569073072096 0.00052881451704105695 0.0037621027497161189 0.0043063123151779979 0.0063231974590578898 0.0010397099657163068 -0.00078877604691525232 0.0039572478738926758 0.00076435688380438731 0.0078328891299619084 0.0027754058836615635 0.0050697104128087922 0.0062886488186827414 0.0025586355571688177
leaf_weight=62 77 87 81 61 78 61 66 1159 56 73 235 154 68 52
leaf_count=62 77 87 81 61 78 61 66 1159 56 73 235 154 68 52
internal_value=0 0.00361586 0.00373676 0.00391373 0.00374944 0.00290057 0.00193829 0.00407809 0.00394155 0.00622798 0.00332557 0.00368385 0.00408651 0.000685815
internal_weight=0 2308 2221 2022 1888 527 199 1361 1283 134 450 389 1227 118
internal_count=2370 2308 2221 2022 1888 527 199 1361 1283 134 450 389 1227 118
is_linear=0
shrinkage=0.00596212


Tree=465
num_leaves=14
num_cat=0
split_feature=97 2 457 4 0 0 11 4 2 2 42 4 1
split_gain=73.3701 36.8816 24.6929 12.1686 28.3957 16.5012 17.6314 22.1902 8.79902 7.93583 5.76944 5.56248 4.0358
threshold=-0.0047149999999999996 0.13538500000000001 0.10613500000000002 0.27044500000000005 -0.14822499999999997 -0.13314999999999996 0.079300000000000009 -0.47860499999999995 0.16730000000000003 0.092425000000000021 0.088865000000000013 -0.00076499999999999995 0.11106000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 -6 7 -7 10 -5 -3 -2 -11
right_child=1 8 -4 9 5 6 -8 -9 -10 12 -12 -13 -14
leaf_value=-0.0038643711099617646 0.0053792250858556651 0.0026899388810584807 -0.00072267356420536457 5.1870624085438292e-05 0.00066912782584028694 0.0071909436901879033 0.00055123329486156858 0.0035779742885328702 -0.0013944511327451939 0.0040782441046350185 -9.4005970694433554e-06 0.0080682744525431629 0.0017604538319169805
leaf_weight=57 65 67 53 56 76 67 69 1589 60 55 54 53 59
leaf_count=57 65 67 53 56 76 67 69 1589 60 55 54 53 59
internal_value=0 0.00319525 0.00342044 0.00352559 0.00366528 0.00347378 0.00359731 0.00372419 0.000529944 0.00194827 0.00148473 0.00658758 0.00287926
internal_weight=0 2323 2142 2089 1919 1801 1725 1656 181 170 121 118 114
internal_count=2380 2323 2142 2089 1919 1801 1725 1656 181 170 121 118 114
is_linear=0
shrinkage=0.0061479


Tree=466
num_leaves=9
num_cat=0
split_feature=3 2 1375 457 9 15 474 3
split_gain=38.6894 25.0733 16.3849 16.3845 18.0693 13.6742 13.8955 14.8145
threshold=0.31370500000000007 0.15227000000000004 -0.097394999999999982 0.087350000000000011 -1.0000000180025095e-35 -0.45015499999999992 0.10523500000000001 -0.116045
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=-0.00063742377097553821 -0.0015287850719228435 -0.0013551169531611366 -0.00061201181924356684 0.0053703992860002171 1.692471774252211e-05 0.0012116883293449741 0.0056105312104947789 0.0030066971371045547
leaf_weight=52 86 57 59 93 63 193 70 1707
leaf_count=52 86 57 59 93 63 193 70 1707
internal_value=0 0.00266482 0.00276728 0.00284834 0.00273619 0.00283339 0.00292343 0.0028244
internal_weight=0 2294 2237 2185 2092 2033 1970 1900
internal_count=2380 2294 2237 2185 2092 2033 1970 1900
is_linear=0
shrinkage=0.00613901


Tree=467
num_leaves=11
num_cat=0
split_feature=97 457 1 12 42 148 1428 16 40 1
split_gain=42.7184 18.6785 20.612 21.0285 15.8629 15.7116 14.7679 14.6818 13.8353 3.78738
threshold=-0.0047149999999999996 0.11251000000000001 0.14846500000000004 -0.10236499999999998 0.10799000000000002 -0.084064999999999987 1.0000000180025095e-35 -0.061784999999999993 -0.065969999999999987 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 9 -7 -6
right_child=1 -3 -4 4 7 6 -8 -9 -10 -11
leaf_value=-0.0028849188395837838 0.0057092147469497969 -0.0012006593542263099 -0.0013830739557510198 0.0052074128476820945 0.0026186626635442542 0.0039157363357961881 0.0047739706543946528 -0.0014102753846140703 0.0019469785623051751 0.00063075087456848254
leaf_weight=57 52 55 52 55 70 120 66 73 1727 53
leaf_count=57 52 55 52 55 70 120 66 73 1727 53
internal_value=0 0.00202613 0.00210441 0.00218627 0.00210159 0.00225304 0.00216807 0.000580541 0.00207492 0.00176257
internal_weight=0 2323 2268 2216 2164 1968 1913 196 1847 123
internal_count=2380 2323 2268 2216 2164 1968 1913 196 1847 123
is_linear=0
shrinkage=0.00560502


Tree=468
num_leaves=22
num_cat=0
split_feature=1 14 1 160 43 4 4 49 49 49 151 42 49 4 51 15 13 42 15 13 51
split_gain=22.7898 21.3482 21.3883 26.7904 42.453 26.2018 22.1611 15.779 24.1707 17.9309 15.162 14.8848 13.8393 10.7659 8.01576 6.20334 9.20238 4.86803 4.11248 3.31326 5.25042
threshold=0.15022500000000003 -1.0000000180025095e-35 0.077800000000000022 -0.074734999999999982 -0.081374999999999989 -0.019569999999999997 -0.080164999999999986 -0.020999999999999994 -0.065034999999999996 0.0040150000000000003 -0.081864999999999979 1.0000000180025095e-35 0.11580500000000001 -0.0027699999999999995 -0.082384999999999986 0.079575000000000021 -0.014114999999999997 0.083795000000000022 0.087720000000000006 -0.0078949999999999975 -0.04652499999999999
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 -1 10 4 -4 -6 19 8 13 11 17 -9 14 -8 -12 16 -16 -3 -17 -5 -21
right_child=-2 2 3 6 5 -7 7 9 -10 -11 12 -13 -14 -15 15 18 -18 -19 -20 20 -22
leaf_value=0.0042137633253258953 -0.0020938141008075223 0.0049800264272615658 -0.0052237440209476236 0.0021202625431886346 0.0034487314990738959 -0.0013581224244432202 -0.00052799956699340852 0.003645878237936852 -0.0031485493495382847 -0.00090549130401837126 0.0034898518412121837 0.0010949005477401106 -0.00078148796325555213 0.0028434555421290985 0.0018529064660623004 0.0027095080995950785 -8.9029397315443462e-05 0.002884845377529901 0.0017569300533022579 0.0022975827611774156 0.0046313048893224119
leaf_weight=101 52 61 53 83 62 86 65 122 69 78 101 180 61 56 242 257 114 84 329 56 68
leaf_count=101 52 61 53 83 62 86 65 122 69 78 101 180 61 56 242 257 114 84 329 56 68
internal_value=0 0.00167876 0.00156376 0.000939381 -0.000894705 0.000655153 0.00141391 0.000840095 -0.000485981 0.00150329 0.00205262 0.00212563 0.00182744 0.00103185 0.00198008 0.00181814 0.00123088 0.00376668 0.0021748 0.0029937 0.00357785
internal_weight=0 2328 2227 978 201 148 777 570 190 380 1249 302 1104 121 1043 942 356 145 586 207 124
internal_count=2380 2328 2227 978 201 148 777 570 190 380 1249 302 1104 121 1043 942 356 145 586 207 124
is_linear=0
shrinkage=0.00563677


Tree=469
num_leaves=17
num_cat=0
split_feature=97 3 2 12 39 133 12 159 42 49 159 475 49 2 12 2
split_gain=26.6531 15.122 13.4676 22.2463 17.5734 19.3934 27.0164 15.1839 11.1516 9.83108 9.94518 9.5843 7.72236 20.937 6.87161 5.80617
threshold=-0.0047149999999999996 0.30112000000000005 0.090000000000000011 -1.0000000180025095e-35 0.10166000000000001 -0.059434999999999995 0.088965000000000002 0.082585000000000006 0.086090000000000014 -0.081429999999999989 0.088800000000000004 -0.085684999999999997 0.14121000000000003 0.11715500000000001 0.097755000000000022 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 12 -9 -5 11 -11 13 -7 -8 -13
right_child=1 -3 4 9 -6 7 14 8 -10 10 -12 15 -14 -15 -16 -17
leaf_value=-0.0027677126164551108 0.0057468419007545707 -0.00078193728729224286 -0.0038228400266962451 0.004558717632680666 -0.0021208014328291712 0.0010644787992787289 0.002945974560696367 0.0057119957849811826 0.0017993933073096749 0.0043741185625373914 -7.2286277577156348e-05 0.0021718676245858358 -0.00088128758740457834 0.0041287399243740783 -0.00021210142769070395 0.0011083985936711659
leaf_weight=57 64 102 63 54 61 483 54 62 54 63 101 650 53 108 55 296
leaf_count=57 64 102 63 54 61 483 54 62 54 63 101 650 53 108 55 296
internal_value=0 0.00158603 0.00169481 0.00213537 0.00114991 0.00136405 -0.00054315 0.00179577 0.00389119 0.00193675 0.00180913 0.00199753 0.00141823 0.00162456 0.00135183 0.00183918
internal_weight=0 2323 2221 1228 993 932 172 760 116 1164 1110 1009 644 591 109 946
internal_count=2380 2323 2221 1228 993 932 172 760 116 1164 1110 1009 644 591 109 946
is_linear=0
shrinkage=0.00629077


Tree=470
num_leaves=26
num_cat=0
split_feature=1 3 2 2 2 2 14 3 2 12 1 12 42 12 12 52 133 52 52 2 15 50 42 15 133
split_gain=944.261 227.573 114.415 99.1099 100.688 94.3035 91.8234 58.1196 55.8831 32.0773 31.3431 44.1805 19.7923 17.8997 15.6314 13.5417 9.74376 9.49302 10.5917 7.84581 6.92583 6.68995 5.45531 4.62238 2.4022
threshold=0.10384000000000002 -0.052614999999999995 0.114165 0.13880500000000004 -0.0050599999999999994 0.10060500000000001 0.062655000000000016 -0.12077499999999998 0.10925000000000001 0.085665000000000005 0.088735000000000022 0.087045000000000025 0.084815000000000015 0.11650500000000001 0.087745000000000004 -0.063789999999999986 0.09389500000000002 -0.14715499999999998 -0.0052199999999999989 0.091595000000000024 -0.026169999999999995 0.085685000000000011 0.079170000000000004 0.091435000000000002 0.024130000000000002
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 12 4 -3 6 7 -1 -6 -7 14 -12 -2 16 17 -10 22 -9 -19 20 -16 -13 -11 -23 -21
right_child=1 3 -4 -5 8 9 -8 10 15 13 11 21 -14 -15 19 -17 -18 18 -20 24 -22 23 -24 -25 -26
leaf_value=0.006409319247701265 0.0073395666946232683 0.0019922929863385903 0.0041577102314445643 0.0016053605725504048 0.0072979339291002355 0.0060559806800650597 0.011622442196536381 0.010135634943264032 0.0035272884463478189 0.0080192318490461944 0.0064877325033894286 0.0081614000623849783 0.0092812160849328751 0.0065279590638267337 0.0081853660996998832 0.0052639486508465009 0.0072966878154338555 0.0086498199776833332 0.0093711105187203984 0.0079649524448415256 0.0090970362083988635 0.0095200917903148323 0.0090126103322930549 0.0085305189208397299 0.0085009663933316316
leaf_weight=65 62 68 57 100 63 85 64 60 52 68 78 99 62 52 64 54 57 188 337 90 220 57 64 56 116
leaf_count=65 62 68 57 100 63 85 64 60 52 68 78 99 62 52 64 54 57 188 337 90 220 57 64 56 116
internal_value=0 0.0048091 0.00700293 0.00363074 0.00448521 0.0085209 0.00877889 0.00865161 0.00548813 0.00733847 0.00875837 0.00804984 0.0083106 0.0077907 0.00894948 0.00441225 0.00813798 0.00921781 0.00911287 0.00862908 0.00889168 0.00862446 0.00850107 0.00902991 0.00826691
internal_weight=0 518 181 337 237 1820 1494 1430 169 326 1365 290 124 241 1075 106 189 585 525 490 284 212 132 113 206
internal_count=2338 518 181 337 237 1820 1494 1430 169 326 1365 290 124 241 1075 106 189 585 525 490 284 212 132 113 206
is_linear=0
shrinkage=0.0024255


Tree=471
num_leaves=9
num_cat=0
split_feature=43 43 13 12 2 10 1452 1375
split_gain=21.2796 22.4878 25.725 20.7373 40.7819 14.4361 13.3755 11.226
threshold=-0.50504499999999986 -0.23269999999999999 0.10068000000000001 -0.10853999999999998 0.14062000000000005 -0.0079749999999999977 0.086765000000000023 -0.093609999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.0020323609932589278 0.004020612522360959 0.0041338096204268475 -0.0017696428641815786 0.0040087785915870131 -0.0022340285525432645 -0.00117519965926067 0.0033880486247199909 0.0013013102260369799
leaf_weight=53 83 71 76 57 89 52 83 1774
leaf_count=53 83 71 76 57 89 52 83 1774
internal_value=0 0.00133526 0.00123402 0.00134142 0.00124491 0.00140243 0.00132458 0.00123075
internal_weight=0 2285 2202 2126 2055 1966 1909 1826
internal_count=2338 2285 2202 2126 2055 1966 1909 1826
is_linear=0
shrinkage=0.00525476


Tree=472
num_leaves=13
num_cat=0
split_feature=43 43 147 12 11 16 132 42 159 43 11 16
split_gain=14.7207 15.555 14.1977 12.3201 23.0186 13.4908 12.8956 13.8952 16.5207 13.973 9.80165 6.95084
threshold=-0.50504499999999986 -0.23269999999999999 0.089365000000000014 0.1072 0.077695000000000014 -1.0000000180025095e-35 0.10720500000000001 0.085790000000000019 -1.0000000180025095e-35 -0.083329999999999987 0.087575000000000014 -0.088869999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 11 7 8 -3 -9 -6 -5
right_child=1 2 -4 5 10 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.0021063449402894487 0.0041669749199320727 0.0029434063305275181 -0.0015600766791546827 -0.00078077221964129018 0.0064014062867758584 -0.0030266004724513584 0.0038210176018892788 0.0040605385526886872 0.00039854597697311345 0.0015276843897150481 0.0025532306541734251 0.0025021729846294305
leaf_weight=53 83 125 73 52 54 54 86 109 876 654 60 59
leaf_count=53 83 125 73 52 54 54 86 109 876 654 60 59
internal_value=0 0.00138387 0.00127894 0.00137632 0.0015207 -0.000341869 0.00134467 0.0012239 0.000716406 0.00188961 0.00437666 0.000963587
internal_weight=0 2285 2202 2129 1964 165 1850 1764 1001 763 114 111
internal_count=2338 2285 2202 2129 1964 165 1850 1764 1001 763 114 111
is_linear=0
shrinkage=0.00654801


Tree=473
num_leaves=26
num_cat=0
split_feature=1 3 2 2 2 2 2 14 3 15 1 16 2 3 43 3 133 133 1456 133 43 2 43 2 42
split_gain=1696.64 318.625 218.173 127.313 110.222 95.1217 97.3742 73.7912 91.8096 42.7969 36.4284 31.6151 27.813 24.0965 31.1153 22.4365 11.1971 6.9859 10.659 6.03415 5.71157 5.6307 4.09064 4.06952 2.39
threshold=0.10312500000000001 -0.052614999999999995 0.114165 0.14062000000000005 0.10054500000000001 -0.0050599999999999994 0.106285 0.062655000000000016 -0.12077499999999998 -0.03886499999999999 0.089790000000000023 -0.019749999999999993 0.091545000000000015 -0.058704999999999993 -0.084964999999999985 -0.049509999999999992 0.09389500000000002 -1.0000000180025095e-35 0.056325000000000007 -0.059434999999999995 -0.011369999999999998 0.09678500000000001 -0.0041999999999999997 0.11161 0.089485000000000023
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=4 2 9 5 7 -3 -7 8 -1 -2 12 -8 17 14 -6 20 23 22 -19 -14 24 -21 -10 -16 -12
right_child=1 3 -4 -5 13 6 11 -9 10 -11 15 -13 19 -15 16 -17 -18 18 -20 21 -22 -23 -24 -25 -26
leaf_value=0.007849717376951627 0.0085233488601666983 0.0032890800516597344 0.0045710686620018042 0.0025090910361973105 0.0080017175807384957 0.0086708957212193374 0.006087449539548752 0.012709653727111692 0.011210374334843263 0.010959236337633529 0.010634185748682939 0.003947854861280518 0.0093478789116807175 0.0081467544116873118 0.010683821864375481 0.0084906499920875053 0.0090760038700901866 0.010458830210171931 0.011265991156326156 0.0099497665076800339 0.0094448112489451952 0.010759366271741688 0.010762622343726205 0.0098666432722580803 0.010037566731425191
leaf_weight=65 78 69 57 93 53 53 80 62 213 57 55 52 53 96 55 55 54 378 94 152 52 54 173 59 76
leaf_count=65 78 69 57 93 53 53 80 62 213 57 55 52 53 96 55 55 54 378 94 152 52 54 173 59 76
internal_value=0 0.00586705 0.00807341 0.00464618 0.0101843 0.00542857 0.00622642 0.0104287 0.0103291 0.009552 0.010448 0.00524475 0.0106098 0.00904138 0.00942989 0.00968874 0.00988031 0.0107952 0.0106196 0.00999557 0.0100487 0.0101621 0.0110098 0.0102611 0.0102882
internal_weight=0 539 192 347 1799 254 185 1482 1420 135 1355 132 1117 317 221 238 168 858 472 259 183 206 386 114 131
internal_count=2338 539 192 347 1799 254 185 1482 1420 135 1355 132 1117 317 221 238 168 858 472 259 183 206 386 114 131
is_linear=0
shrinkage=0.00213444


Tree=474
num_leaves=16
num_cat=0
split_feature=2 16 52 159 14 41 4 3 4 40 16 48 3 4 3
split_gain=15.6465 27.4004 20.8849 17.3419 16.4329 17.6279 19.8662 14.7651 11.6843 8.40567 7.85258 7.72711 12.0305 5.51458 3.66643
threshold=0.10613000000000002 -0.0024749999999999993 -0.41304999999999997 0.089030000000000012 0.076175000000000007 0.076195000000000013 -0.38908499999999996 0.081640000000000004 -0.091674999999999993 -1.0000000180025095e-35 -0.50476999999999983 0.083570000000000019 -0.034684999999999994 0.022635000000000006 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 -3 -4 5 6 -1 8 -8 -2 -11 12 -10 -12 -13
right_child=1 2 3 -5 -6 -7 7 -9 11 10 13 14 -14 -15 -16
leaf_value=0.0041756447033957271 -1.0929664705843967e-05 0.0011311561086272167 -0.0042621285209391889 0.00012325321846885003 0.0044995531427884207 -0.0018795891527248218 -0.0009558802089914976 -0.00083935852949221354 0.0017699036820755592 0.00032059499265000619 0.0019497683018677061 -0.00059185576285144073 0.004463097936592819 0.0041422608469720438 0.0011617908525047972
leaf_weight=103 79 90 83 52 69 52 60 92 1166 56 94 59 62 72 149
leaf_count=103 79 90 83 52 69 52 60 92 1166 56 94 59 62 72 149
internal_value=0 0.000481359 -0.00109074 -0.00257247 0.00164837 0.00153547 0.00164052 0.00147605 0.00161849 0.00165673 0.00225046 0.00172609 0.00190593 0.00290111 0.000664057
internal_weight=0 526 225 135 1812 1743 1691 1588 1496 301 222 1436 1228 166 208
internal_count=2338 526 225 135 1812 1743 1691 1588 1496 301 222 1436 1228 166 208
is_linear=0
shrinkage=0.00595592


Tree=475
num_leaves=17
num_cat=0
split_feature=14 16 1 49 403 3 3 48 16 4 0 3 1375 130 3 12
split_gain=34.6038 55.2989 21.0041 27.2052 26.5192 51.9416 22.6963 19.1975 21.1806 33.5139 9.98026 8.59744 7.73732 6.69438 8.52497 9.94029
threshold=-0.10708499999999999 -0.0037949999999999993 0.077565000000000009 0.0093850000000000027 -0.0096849999999999974 -0.087319999999999995 -0.23303499999999996 0.099600000000000008 -0.49181999999999998 0.27161500000000005 -0.11242999999999999 -0.012374999999999999 -0.029589999999999995 -0.074144999999999989 -0.10175499999999998 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 -4 -6 8 -8 -10 -2 12 -12 -14 -15 -16
right_child=2 -3 3 -5 6 -7 7 -9 9 -11 11 -13 13 14 15 -17
leaf_value=0.0089254792726546611 0.0040229020336708778 0.00015351953502672477 -0.0065598872447950258 -0.0026585404501704574 0.0044947202185440689 0.0012401162255150039 0.0040985573385791561 -0.0027297541335411088 0.0012138096725326339 -0.00386885621211021 0.0039206772200989781 -0.00098092198954572232 0.003643265064010985 -0.00078120082952786308 0.0037601521435302937 0.0013395561410665549
leaf_weight=56 62 54 53 100 72 85 81 53 506 55 52 52 52 66 70 893
leaf_count=56 62 54 53 100 72 85 81 53 506 55 52 52 52 66 70 893
internal_value=0 0.00461984 0.00106747 0.000402132 0.000740401 -0.00175506 0.00118947 0.000846965 0.00114234 0.000715391 0.00160364 0.00147701 0.00158988 0.0014777 0.0013682 0.00151558
internal_weight=0 110 2252 1005 905 138 767 695 642 561 1247 1185 1133 1081 1029 963
internal_count=2362 110 2252 1005 905 138 767 695 642 561 1247 1185 1133 1081 1029 963
is_linear=0
shrinkage=0.00618401


Tree=476
num_leaves=23
num_cat=0
split_feature=1 52 1 457 2 14 0 3 4 1 3 2 2 4 16 49 0 3 52 16 2 403
split_gain=1145.55 330.838 150.771 104.538 99.8613 85.5213 75.4527 59.3874 45.5321 39.5888 38.0417 36.0368 57.6391 24.8918 24.4244 17.5121 12.3574 11.7245 7.97697 6.3585 5.07453 4.42447
threshold=0.10124500000000002 -0.41304999999999997 0.12500000000000003 0.079590000000000008 0.10272000000000002 0.062655000000000016 -0.07081999999999998 -0.06340999999999998 -0.11205499999999999 0.087070000000000022 1.0000000180025095e-35 0.14721500000000001 -0.00097499999999999985 0.053010000000000009 -0.11364999999999999 0.092625000000000013 -0.076639999999999986 -0.10237999999999998 0.11614000000000001 -0.012564999999999998 0.10866500000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 6 7 -3 8 -1 15 -6 12 -4 16 -15 19 17 -10 -19 -9 21 -18
right_child=1 2 11 -5 10 -7 -8 9 13 -11 -12 -13 -14 14 -16 -17 20 18 -20 -21 -22 -23
leaf_value=0.0068616333098170841 0.0093464212587978067 0.0094885857388277636 0.0017853692148546746 0.0025226493290099773 0.0036876271279368588 0.011215101974014404 0.0056735294055615757 0.0082285436793736906 0.01012451702011845 0.0064504951900805213 0.0060240468304402078 0.0016471572529358682 0.0048918104961313044 0.0087119076443809527 0.0067638867000994465 0.0072146966322272172 0.0086764434339662525 0.0091053434925220476 0.0085031392417298877 0.00929824106187652 0.0090050085559447244 0.0079216963596732987
leaf_weight=62 80 56 53 55 79 67 52 58 53 98 67 79 75 86 55 56 77 800 135 59 72 88
leaf_count=62 80 56 53 55 79 67 52 58 53 98 67 79 75 86 55 56 77 800 135 59 72 88
internal_value=0 0.0050329 0.00436409 0.00537269 0.00598973 0.00868786 0.00765193 0.00858819 0.00877396 0.00760921 0.00475999 0.00285838 0.00360574 0.00886073 0.00795221 0.00826545 0.00896529 0.00907778 0.00901842 0.00876817 0.00849622 0.00827406
internal_weight=0 596 516 309 254 1766 108 1699 1428 271 146 207 128 1366 141 173 1225 988 935 117 237 165
internal_count=2362 596 516 309 254 1766 108 1699 1428 271 146 207 128 1366 141 173 1225 988 935 117 237 165
is_linear=0
shrinkage=0.00227951


Tree=477
num_leaves=24
num_cat=0
split_feature=12 12 43 150 52 12 12 11 16 43 12 16 12 48 49 16 52 47 43 12 43 52 16
split_gain=1471.28 324.23 229.949 137.604 129.123 99.0111 58.1514 64.4255 54.9571 54.9546 48.499 28.1799 26.8224 20.8688 17.7812 16.0372 13.8108 11.6279 11.077 13.966 9.16941 5.05076 3.2457
threshold=0.054520000000000006 0.1072 -0.031974999999999996 0.092010000000000022 -0.085009999999999988 0.13969000000000004 0.093270000000000006 1.0000000180025095e-35 -0.28430999999999995 -0.095564999999999983 -0.08780499999999998 -0.0088649999999999996 0.11512500000000002 0.091840000000000019 -0.081334999999999977 -0.0011349999999999999 -0.53283999999999987 0.09585500000000001 0.024635000000000004 0.09159500000000001 -0.051239999999999987 0.038145000000000005 0.21684500000000004
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 6 9 4 -4 12 7 14 -6 -1 -11 -10 -3 15 -2 20 -17 18 19 -16 -8 -22 -18
right_child=1 5 3 -5 8 -7 13 -9 11 10 -12 -13 -14 -15 17 16 22 -19 -20 -21 21 -23 -24
leaf_value=0.0051360582301963296 0.0080575881725717235 0.0063654602708004991 0.0088658674462295563 0.0034126143530734529 0.00445251439046107 0.0038557824774813169 0.0096097475133400077 0.011183689854595155 0.0073342721354722135 0.0037028526731176783 0.0014655330944565496 0.0054806216769345689 0.0080716134816404082 0.0071908241294834658 0.0095118479599189485 0.0089891125245985509 0.0080848447781474934 0.0084188331969921731 0.0086626191259031107 0.0086730699665899802 0.0082798926490227007 0.0091449293046901355 0.0073850003367824484
leaf_weight=55 57 88 80 75 86 53 72 77 86 98 75 62 75 53 706 57 59 67 99 100 68 54 60
leaf_count=55 57 88 80 75 86 53 72 77 86 98 75 62 75 53 706 57 59 67 99 100 68 54 60
internal_value=0 0.00874346 0.00498235 0.00596084 0.00656942 0.00634228 0.00908266 0.00933533 0.00578422 0.00331282 0.00273305 0.00655789 0.00715064 0.00842197 0.00919699 0.00859826 0.00813938 0.00926379 0.00932632 0.00940781 0.00901446 0.00866296 0.00773217
internal_weight=0 1745 617 389 314 216 1529 1106 234 228 173 148 163 423 1029 370 176 972 905 806 194 122 119
internal_count=2362 1745 617 389 314 216 1529 1106 234 228 173 148 163 423 1029 370 176 972 905 806 194 122 119
is_linear=0
shrinkage=0.00209342


Tree=478
num_leaves=19
num_cat=0
split_feature=14 16 12 16 16 4 4 1 150 49 16 160 159 4 4 1 12 159
split_gain=19.7391 42.2406 23.7464 25.9141 34.4748 27.2427 21.3171 21.5815 13.308 17.0446 13.0486 10.6929 7.47952 9.88806 9.30544 6.39676 5.78545 5.30093
threshold=-0.10708499999999999 -0.0037949999999999993 1.0000000180025095e-35 -0.49181999999999998 0.12292000000000002 0.012315000000000001 -0.0058549999999999991 0.10720500000000001 0.10874500000000002 -0.081334999999999977 -0.24235499999999996 -0.53327999999999987 0.091005000000000016 0.052250000000000012 -0.15618499999999999 0.083555000000000018 -0.029844999999999997 0.107895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 5 6 7 -5 9 -4 -7 -11 13 14 -13 -15 -2 -14
right_child=2 -3 8 4 -6 10 -8 -9 -10 11 -12 12 17 15 -16 -17 -18 -19
leaf_value=0.0074751400169763612 0.0041760330829158096 0.00037709510353772552 -0.00093437199332152652 -0.0029851636463246252 0.0030094296233741159 -0.0013276055926816849 0.0027226247767640171 0.0014774803974412971 0.0043933133327774864 -0.00049168265670683226 -0.0052403368879250772 0.00020185903653669737 0.0044842249438915875 0.001376918617243327 0.0021356293199028525 -0.00097519663107587505 0.0015458364094663246 0.0022896881702879944
leaf_weight=56 57 54 75 85 86 54 70 61 64 61 58 88 60 100 1128 61 53 91
leaf_count=56 57 54 75 85 86 54 70 61 64 61 58 88 60 100 1128 61 53 91
internal_value=0 0.0039912 0.00150703 0.000439268 -0.000216877 -0.00106299 0.000124866 -0.00112022 0.00183079 0.00173219 -0.00335439 0.00185809 0.00195194 0.00181919 0.00199574 0.000485365 0.00290931 0.00316209
internal_weight=0 110 2252 524 414 328 216 146 1728 1664 112 1589 1528 1377 1216 161 110 151
internal_count=2362 110 2252 524 414 328 216 146 1728 1664 112 1589 1528 1377 1216 161 110 151
is_linear=0
shrinkage=0.00572522


Tree=479
num_leaves=16
num_cat=0
split_feature=40 0 3 2 16 16 16 12 13 157 40 2 3 16 16
split_gain=19.203 12.9019 23.3077 22.1476 15.2801 19.6807 19.3012 19.2344 28.5659 12.2346 11.8847 27.2967 30.8288 18.9077 7.74002
threshold=0.051255000000000002 -0.061994999999999995 -0.12595999999999999 0.088885000000000006 0.066275000000000014 0.21684500000000004 0.40052000000000004 0.11206500000000001 -0.011494999999999998 0.099625000000000005 -0.080519999999999994 0.13194500000000003 0.11745500000000002 -0.4582 0.62487500000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 8 -3 10 -4 12 13 -12 -8
right_child=-2 4 9 -5 5 6 14 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0078132191951963709 -0.0021857765581424458 0.0007576348344215248 -0.0006560706037940649 0.0019424766578773572 0.0049970199442007906 -0.0026124274988659759 0.0033268174197257356 0.0025294861038362673 -0.0052724315477661789 -0.0014228290793461531 0.0051975267375364348 0.0060991059637201623 -0.0025460498248310514 0.0017506731351799804 0.00013630009479128973
leaf_weight=52 57 69 81 56 57 54 76 52 63 52 70 62 68 1438 55
leaf_count=52 57 69 81 56 57 54 76 52 63 52 70 62 68 1438 55
internal_value=0 0.00161834 0.00184902 0.00476977 0.000600655 0.00167009 0.000644668 -0.000805516 -0.00211983 0.00167087 0.00176449 0.00188424 0.00171838 0.00191072 0.00198782
internal_weight=0 2305 1879 108 426 242 185 184 132 1771 1719 1638 1576 1508 131
internal_count=2362 2305 1879 108 426 242 185 184 132 1771 1719 1638 1576 1508 131
is_linear=0
shrinkage=0.00647528


Tree=480
num_leaves=22
num_cat=0
split_feature=1 1 4 47 47 1 16 4 4 16 16 16 15 3 15 16 52 51 3 51 3
split_gain=1433.82 258.967 179.615 129.668 97.6997 67.8008 44.5419 41.4435 36.0803 34.1591 29.7203 27.0794 25.7686 19.1382 18.3386 15.9429 23.5107 13.2175 10.1323 8.9232 5.67982
threshold=0.11695500000000002 0.092415000000000011 -0.021399999999999995 0.087885000000000019 0.082095000000000015 0.13429500000000003 0.39524000000000009 0.043850000000000007 -0.16270999999999997 -0.088629999999999987 -0.00027999999999999998 -0.36241499999999999 -0.42443999999999993 -0.13088999999999998 -0.089734999999999995 0.0086100000000000013 -0.14488499999999996 -0.087539999999999993 -0.073444999999999983 0.0045000000000000014 -0.082304999999999975
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 7 6 5 9 -2 10 8 -1 -4 -3 -9 -7 -10 -11 17 20 -15 -13 -19 -17
right_child=3 2 4 -5 -6 12 -8 11 13 14 -12 18 -14 15 -16 16 -18 19 -20 -21 -22
leaf_value=0.0087578198692117182 0.0038625853804773245 0.0099183721869721131 0.0067255830412241563 0.0060897452129191612 0.0087865739083631787 0.0021439491092488921 0.011314841881327253 0.010240723311433473 0.011803907042143007 0.0033949771892375835 0.0074272067164123309 0.0088728130696199767 -0.00037170745105873646 0.011648575376519154 0.0055759914789188583 0.010789027144390185 0.0080669093346096791 0.01047340005402793 0.0073323020590643027 0.0097886613031693999 0.0096302282960838894
leaf_weight=104 95 76 82 85 90 55 79 73 64 56 61 69 60 60 53 60 52 825 54 162 61
leaf_count=104 95 76 82 85 90 55 79 73 64 56 61 69 60 60 53 60 52 825 54 162 61
internal_value=0 0.00957744 0.0079051 0.00332277 0.00650541 0.00220267 0.00972586 0.0101021 0.0102637 0.00543037 0.00880937 0.00895815 0.000831186 0.0103856 0.00445573 0.0103112 0.00956255 0.0104349 0.00819672 0.010361 0.0102051
internal_weight=0 2081 497 295 281 210 216 1584 1388 191 137 196 115 1284 109 1220 173 1047 123 987 121
internal_count=2376 2081 497 295 281 210 216 1584 1388 191 137 196 115 1284 109 1220 173 1047 123 987 121
is_linear=0
shrinkage=0.00265503


Tree=481
num_leaves=18
num_cat=0
split_feature=2 10 15 14 2 3 160 3 160 0 49 157 42 3 12 160 12
split_gain=43.2304 26.5369 25.2429 18.9517 18.2461 17.0752 23.2663 15.9194 14.1336 29.4364 11.2386 14.635 10.7052 8.65958 7.64207 5.78944 3.45489
threshold=0.13733000000000004 1.0000000180025095e-35 -0.050699999999999995 -0.10708499999999999 0.085075000000000026 -0.094679999999999986 -0.015394999999999997 -0.13795999999999997 0.066685000000000008 -0.14666499999999996 -0.0024349999999999992 -0.0091799999999999989 0.083120000000000013 -0.095469999999999985 0.083795000000000022 -0.080499999999999974 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 10 6 -6 16 9 -7 -5 -12 -10 -13 -15 -11 -8
right_child=2 -3 -4 4 5 8 7 -9 12 15 11 13 -14 14 -16 -17 -18
leaf_value=0.0043702595207264086 0.00041428589359201101 -0.0015559090955600213 -0.0038730952990841424 0.0038491010134235168 -0.0029120798354221387 -0.0015236675252964917 0.0029015082481787186 -0.00092931302827089319 0.0040829351986192176 0.0022475902829711949 -0.00065637862055959589 0.0039084103793603619 0.0015303014138637614 0.0034053757087419978 0.0017004429336013121 0.0012843429779150087 0.0011363980649114153
leaf_weight=69 96 71 61 103 57 93 63 81 93 242 52 73 86 86 424 568 58
leaf_count=69 96 71 61 103 57 93 63 81 93 242 52 73 86 86 424 568 58
internal_value=0 0.00157879 -0.00125116 0.00168243 0.0015932 0.00123087 2.85234e-05 0.000858573 0.00151863 0.00125329 0.00225149 0.00199226 0.00285684 0.0022286 0.00198805 0.0015722 0.00205588
internal_weight=0 2219 157 2148 2079 1341 259 202 1082 903 738 635 179 583 510 810 121
internal_count=2376 2219 157 2148 2079 1341 259 202 1082 903 738 635 179 583 510 810 121
is_linear=0
shrinkage=0.00521216


Tree=482
num_leaves=21
num_cat=0
split_feature=1 1 12 123 2 49 3 2 51 1 1 14 2 1 50 3 3 49 159 12
split_gain=1961.51 370.052 263.881 188.582 117.66 53.9193 51.8189 51.5916 51.0171 61.5252 47.3144 40.905 28.7573 30.0288 32.3862 23.7269 23.6221 20.1954 17.9172 8.0704
threshold=0.10491000000000002 0.13630500000000004 0.023990000000000004 0.081180000000000016 0.12611000000000003 -0.020999999999999994 0.31400500000000003 0.10575500000000002 -0.014989999999999998 0.085425000000000015 0.11392000000000001 0.062655000000000016 0.092365000000000017 0.077800000000000022 0.081075000000000022 0.045635000000000002 -0.13088999999999998 -0.0055299999999999993 0.08351500000000002 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 8 -3 -4 -1 -10 17 12 13 19 -15 -12 -14 -2 -18 -7
right_child=1 6 7 -5 -6 11 -8 -9 9 -11 15 -13 16 14 -16 -17 18 -19 -20 -21
leaf_value=0.024961959389142446 0.021065450364784584 0.017404301920964489 0.023742763500595919 0.020805891727843258 0.021204624140703166 0.025269600302247449 0.014564843398626539 0.021165152303863892 0.024031008406631651 0.020758511972845377 0.017417514678724523 0.026457032096816897 0.025486864009825121 0.023530776645714915 0.024853119649243086 0.019322059274713668 0.02369468259734606 0.01918569496128476 0.024928560059167579 0.024794090392206685
leaf_weight=60 56 75 95 72 53 344 52 61 57 53 77 57 52 164 194 53 321 54 69 357
leaf_count=60 56 75 95 72 53 344 52 61 57 53 77 57 52 164 194 53 321 54 69 357
internal_value=0 0.0194845 0.0205244 0.0242709 0.024411 0.0245093 0.0162419 0.022735 0.0233396 0.0224545 0.0190874 0.024637 0.0245678 0.0247638 0.0242474 0.0181942 0.0240983 0.0201429 0.023913 0.0250275
internal_weight=0 523 396 1853 1781 1728 127 156 170 110 240 1558 1501 1059 358 130 442 110 390 701
internal_count=2376 523 396 1853 1781 1728 127 156 170 110 240 1558 1501 1059 358 130 442 110 390 701
is_linear=0
shrinkage=0.00218251


Tree=483
num_leaves=17
num_cat=0
split_feature=2 1 14 15 34 1 157 2 2 0 4 4 402 1 1455 402
split_gain=36.5149 16.5192 19.372 15.1227 12.6804 14.4958 21.2553 31.5373 27.9194 8.1057 11.2227 5.71579 5.51581 4.85703 3.76951 1.68198
threshold=0.13631000000000001 0.13429500000000003 -0.10708499999999999 -0.035449999999999988 -0.06920999999999998 0.077565000000000009 -0.08427999999999998 0.080060000000000006 0.09678500000000001 -0.095869999999999983 0.052250000000000012 0.50373500000000015 0.086595000000000019 0.11000000000000001 0.084305000000000005 0.10999000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 -4 9 -7 13 -9 10 -6 -2 14 -8 -11 -14
right_child=3 -3 4 -5 5 6 7 8 -10 12 -12 -13 15 -15 -16 -17
leaf_value=0.0054698344556129083 0.0019903237576478295 -0.0003312965158765372 0.0047876229317191854 -0.0026851950405665892 0.0052202278300102645 0.0046419511118501369 0.002207744065406401 -0.0022788446220460934 0.001224774897096013 0.0024630393932500803 0.0023630161246695116 -0.00045116724852411111 0.0040465015638548457 0.0037607376135194337 0.0011875495990018804 0.0028275533116742962
leaf_weight=62 61 64 63 52 83 69 350 94 237 823 80 53 79 72 75 59
leaf_count=62 61 64 63 52 83 69 350 94 237 823 80 53 79 72 75 59
internal_value=0 0.00239135 0.00247257 -0.000253809 0.00238337 0.0023084 0.00175177 0.00148686 0.000229614 0.00268996 0.00381827 0.000854735 0.00251238 0.00247285 0.00235658 0.00352578
internal_weight=0 2210 2146 166 2084 2021 822 753 331 1199 163 114 1036 422 898 138
internal_count=2376 2210 2146 166 2084 2021 822 753 331 1199 163 114 1036 422 898 138
is_linear=0
shrinkage=0.00543995


Tree=484
num_leaves=19
num_cat=0
split_feature=4 2 123 13 4 2 2 2 13 2 124 13 49 456 49 52 4 4
split_gain=1243.75 457.051 233.212 110.46 67.9165 62.7474 55.1949 35.8676 35.4373 23.8679 22.098 20.5905 16.7838 24.3196 20.4215 16.232 9.61376 6.8759
threshold=0.30163500000000004 0.14721500000000001 0.081180000000000016 -0.16392499999999996 -0.072054999999999994 0.13673000000000005 0.10272000000000002 0.10045500000000002 -0.018704999999999996 0.11756000000000001 -0.083859999999999976 -0.097519999999999982 0.076585000000000014 0.077935000000000018 0.088165000000000007 0.11110500000000002 -0.49862999999999996 0.029980000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 7 12 -2 17 -9 -4 -5 13 -6 -14 16 -13 -8
right_child=5 -3 10 4 6 -7 8 9 -10 -11 -12 15 14 -15 -16 -17 -18 -19
leaf_value=0.0055431258773000385 0.0028966556604287886 0.0024563813723711293 0.0045828292980963714 0.010046362523719965 0.0079084213317822828 0.0017241680222377608 0.0083898386081334344 0.0056465760411991799 0.0062832618760468601 0.0037695847613514783 0.0063215603828170553 0.0094887873766483066 0.0097233062055479928 0.0089467620374531365 0.0083827808335419016 0.0077095702503760218 0.0087371027979378773 0.0074209314898759987
leaf_weight=57 79 59 63 52 483 72 59 53 102 57 56 78 63 113 173 58 638 61
leaf_count=57 79 59 63 52 483 72 59 53 102 57 56 78 63 113 173 58 638 61
internal_value=0 0.00797635 0.00813475 0.00830267 0.00838632 0.00332251 0.00804767 0.00393129 0.00715591 0.00467415 0.00540124 0.00881844 0.00828558 0.00810532 0.00874072 0.00873591 0.00881902 0.00789749
internal_weight=0 2115 2056 1937 1880 261 1054 189 222 110 119 826 832 596 236 774 716 120
internal_count=2376 2115 2056 1937 1880 261 1054 189 222 110 119 826 832 596 236 774 716 120
is_linear=0
shrinkage=0.00201133


Tree=485
num_leaves=12
num_cat=0
split_feature=2 9 14 123 124 14 0 4 11 49 16
split_gain=40.9535 23.0705 29.6109 22.0176 23.4042 15.9859 15.9576 34.3023 13.3132 13.4002 9.29463
threshold=0.17000000000000001 -1.0000000180025095e-35 0.019675000000000002 0.083945000000000006 -0.079269999999999993 -0.10708499999999999 -0.13314999999999996 1.0000000180025095e-35 0.079300000000000009 -0.081019999999999981 -0.43370499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 -7 9 -8 -9
right_child=-2 2 -4 4 -6 6 8 10 -10 -11 -12
leaf_value=-0.00094964120633534539 -0.0028030127718411107 0.0054012660557336235 0.0061705238167868324 -0.0021499088337045137 0.0030598440880559687 -0.0028976726606174839 0.00033893662404484517 0.0010667755505268817 0.00036227805168887578 0.0028647950972468927 0.004416646502269389
leaf_weight=69 54 68 77 74 52 60 78 63 87 1632 55
leaf_count=69 54 68 77 74 52 60 78 63 87 1632 55
internal_value=0 0.00243919 0.00254333 0.00241453 0 0.00256344 0.0024657 0.000765517 0.00263407 0.00274962 0.00262869
internal_weight=0 2315 2246 2169 126 2043 1975 178 1797 1710 118
internal_count=2369 2315 2246 2169 126 2043 1975 178 1797 1710 118
is_linear=0
shrinkage=0.00595117


Tree=486
num_leaves=11
num_cat=0
split_feature=2 30 3 0 11 15 157 157 51 3
split_gain=28.3307 14.2099 12.7442 13.748 24.1184 22.6376 22.2255 16.1406 26.4644 15.1591
threshold=0.17000000000000001 0.086430000000000021 -0.24195999999999998 -0.00077999999999999999 0.084110000000000004 -0.40312499999999996 -0.00078499999999999989 -0.15034999999999996 0.11794000000000002 -0.097224999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5 -7 -9 -8
right_child=-2 -3 3 6 -6 7 9 8 -10 -11
leaf_value=0.0052937361879166157 -0.0024881913064142627 -0.0009659976325329954 -0.0011353620682332157 0.0038103094246885391 0.0063173721040875631 -0.0011546345073802633 -0.0034220640511667352 0.0022848973045566045 0.0063520557995960202 0.001150129125245985
leaf_weight=54 54 57 79 54 59 52 58 1776 67 59
leaf_count=54 54 57 79 54 59 52 58 1776 67 59
internal_value=0 0.00216525 0.00224433 0.00216958 0.00231508 0.00219542 0.000439384 0.00233431 0.00243279 -0.00111585
internal_weight=0 2315 2258 2204 2033 1974 171 1895 1843 117
internal_count=2369 2315 2258 2204 2033 1974 171 1895 1843 117
is_linear=0
shrinkage=0.00635169


Tree=487
num_leaves=13
num_cat=0
split_feature=3 13 13 0 3 3 3 157 133 376 13 16
split_gain=18.2092 13.7798 13.7471 23.9734 38.4098 20.0227 26.4865 9.75229 7.36966 8.38914 7.51291 5.24092
threshold=0.31534000000000006 0.26746000000000009 0.039845000000000012 0.11026000000000001 -0.14070999999999997 -0.14906999999999998 -0.10122999999999999 -0.10151999999999999 0.11524500000000001 0.084545000000000009 -0.050754999999999995 -0.080344999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7 -8 9 -9 -10 -6
right_child=-2 -3 3 -5 11 6 7 8 10 -11 -12 -13
leaf_value=0.0047536232600324342 -0.0014607363397975313 0.0045380245152940122 -0.0047848416445975582 0.0034365292752926149 0.0018889457952694854 -0.0023173507123017785 -0.00061716928084328731 0.0018897783497041909 -0.00014958772091881953 0.00398606326780489 0.001948689412812684 -7.8949804135677539e-05
leaf_weight=72 65 54 53 69 83 55 56 1466 118 67 111 100
leaf_count=72 65 54 53 69 83 55 56 1466 118 67 111 100
internal_value=0 0.00164666 0.00157724 0.000433933 -0.000443683 0.00175649 0.00164125 0.00176104 0.00183666 0.00198144 0.000867211 0.000813255
internal_weight=0 2304 2250 305 236 1945 1873 1818 1762 1533 229 183
internal_count=2369 2304 2250 305 236 1945 1873 1818 1762 1533 229 183
is_linear=0
shrinkage=0.00579076


Tree=488
num_leaves=11
num_cat=0
split_feature=2 4 43 12 4 4 1 15 4 151
split_gain=17.5745 13.7167 21.8266 12.4141 16.1743 18.8146 16.3181 11.9773 8.29364 8.01281
threshold=0.17000000000000001 -0.51253999999999988 -0.49218499999999993 0.11999500000000002 -0.16772499999999999 -0.11205499999999999 0.11367000000000001 -0.4680149999999999 -0.44205499999999992 -0.15972999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 9 -8 -4 -7
right_child=-2 2 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.0015240707413828806 -0.001914969336194867 0.0048814098000338575 0.0020267609269929536 0.0036032330517865997 -0.0022404043502227116 0.0034935957386640353 0.0020523421261045304 -0.00083565482901354978 0.0048404041609357686 0.0013236386725755584
leaf_weight=52 54 56 90 73 52 56 60 191 53 1632
leaf_count=52 54 56 90 73 52 56 60 191 53 1632
internal_value=0 0.00133871 0.00140452 0.00131627 0.00123801 0.0011064 0.00119619 -0.000145057 0.00307 0.00139566
internal_weight=0 2315 2263 2207 2134 1991 1939 251 143 1688
internal_count=2369 2315 2263 2207 2134 1991 1939 251 143 1688
is_linear=0
shrinkage=0.00563876


Tree=489
num_leaves=19
num_cat=0
split_feature=0 12 12 4 157 12 0 3 12 4 40 157 0 12 13 51 51 51
split_gain=15.662 40.7881 29.9 22.4222 21.3448 27.7653 12.3692 13.6616 12.1056 12.1325 16.4288 10.39 9.37067 8.60333 8.10876 5.43776 6.42041 3.60714
threshold=0.0037850000000000002 -0.10236499999999998 -1.0000000180025095e-35 0.0099250000000000015 -0.016164999999999995 -0.085719999999999977 0.053930000000000006 -0.24190499999999995 0.077755000000000005 -0.030434999999999993 -0.0057599999999999986 -0.096984999999999974 -0.14151499999999997 0.11436 -0.08533499999999998 -0.090859999999999982 -0.018164999999999997 -0.40274499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 8 -5 -6 -4 -8 9 -3 -11 -10 -7 15 -14 -13 -17 -16
right_child=2 3 6 4 5 12 7 -9 11 10 -12 13 14 -15 17 16 -18 -19
leaf_value=0.0051807317237070284 -0.0038084300085852955 0.004209369085623263 -0.00133249862409301 -0.0031638251811383698 -0.0032467372078748753 0.0023105325963610596 0.0036459206611655789 0.00019044228515669272 -0.0010940686221186401 0.0036391259091262977 -0.00011450144196599998 -0.00026401304612838985 -0.00095631406413021079 0.0033348590528694128 0.0019479719506145495 0.0023494409234369423 0.0010953931803202137 0.00052181342176454504
leaf_weight=68 53 76 59 52 52 97 54 80 56 59 74 72 87 53 70 130 1002 175
leaf_count=68 53 76 59 52 52 97 54 80 56 59 74 72 87 53 70 130 1002 175
internal_value=0 0.00113673 -0.000277612 0.00100289 6.60259e-05 0.000415317 0.000691698 0.00158337 0.00133094 0.00251745 0.00155022 0.00114203 0.000859334 0.00124169 0.000435169 0.0011495 0.00123946 0.000929519
internal_weight=0 2123 246 2055 533 481 193 134 1522 209 133 1313 429 1257 332 1204 1132 245
internal_count=2369 2123 246 2055 533 481 193 134 1522 209 133 1313 429 1257 332 1204 1132 245
is_linear=0
shrinkage=0.00530697


Tree=490
num_leaves=20
num_cat=0
split_feature=4 3 39 3 133 132 0 0 0 4 0 0 4 52 4 132 4 4 4
split_gain=1019.29 314.827 217.532 78.4033 56.2637 45.1952 42.6187 43.5846 39.5211 35.4355 32.0114 22.5797 20.807 20.2405 27.9708 19.8752 23.0803 16.7857 12.5026
threshold=0.30163500000000004 0.11372500000000001 0.082470000000000016 0.31400500000000003 0.087005000000000013 0.08518000000000002 -0.099059999999999995 -0.037224999999999994 -0.073999999999999996 -0.082249999999999976 -0.087344999999999992 -0.052619999999999993 0.0030100000000000001 0.091275000000000009 -0.50215999999999983 -0.088439999999999977 0.0015850000000000003 -0.037969999999999997 -0.010419999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 12 9 -2 -8 17 10 -1 15 -4 14 -12 -11 -17 -7 -3
right_child=3 18 4 -5 -6 8 7 -9 -10 11 13 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.010453719620142599 0.0052274477743735025 0.0049220007033869669 0.005562841972073373 0.00076844964932075595 0.0036643725464018408 0.0090077721881128298 0.001909323723965286 0.0046016174074563106 0.0056544161091254506 0.0073272925005822779 0.010585689489556229 0.0069996881573112131 0.0076219996732593241 0.0075274521779352972 0.0087624718065685211 0.008739710663208753 0.0079696092057567336 0.0072708995521428401 0.0033107372380786417
leaf_weight=83 79 52 52 55 52 56 75 57 52 78 55 60 54 53 261 817 283 65 52
leaf_count=83 79 52 52 55 52 56 75 57 52 78 55 60 54 53 261 817 283 65 52
internal_value=0 0.00805366 0.00825625 0.00323609 0.00564211 0.00847794 0.00387919 0.00307209 0.00734753 0.00859364 0.00915024 0.00839041 0.00661208 0.00885697 0.00907988 0.00846122 0.00854161 0.00807495 0.00411661
internal_weight=0 2125 2021 266 158 1863 211 132 173 1690 452 1238 106 369 316 1178 1100 121 104
internal_count=2391 2125 2021 266 158 1863 211 132 173 1690 452 1238 106 369 316 1178 1100 121 104
is_linear=0
shrinkage=0.00232004


Tree=491
num_leaves=14
num_cat=0
split_feature=3 132 3 14 14 0 0 0 151 11 1 1 3
split_gain=16.5081 21.4477 29.7299 22.5151 17.5715 28.6146 15.8347 24.0215 15.3241 17.5488 13.4535 11.296 2.6894
threshold=0.11745500000000002 0.089365000000000014 -0.093224999999999988 0.023790000000000002 -0.10708499999999999 -0.13314999999999996 -0.14857499999999998 -0.11242999999999999 0.084350000000000008 0.077695000000000014 0.090740000000000015 0.12796000000000002 -0.077354999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 10 -2 -8 9 11 -6 -7 -4
right_child=6 2 12 -5 5 8 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0036626891582055262 -0.0030871647621697612 -0.0041560628680461604 0.0014449895569701784 0.0043840909591918147 -0.0034227599537798403 0.0014003345690192157 0.0033205854373617961 -0.0014946887578547235 0.0040877338974124469 -0.0013272556026620865 3.3535892999720082e-06 -0.00097590253946955655 -0.00018344668855734664
leaf_weight=82 53 52 72 68 53 1538 52 76 56 79 96 62 52
leaf_count=82 53 52 72 68 53 1538 52 76 56 79 96 62 52
internal_value=0 0.00113712 -0.000690996 0.00129533 0.00118847 0.00108075 -0.0005776 0.000461061 0.00127793 0.00118418 -0.00121494 0.00130822 0.000761627
internal_weight=0 2210 176 2034 1966 1884 181 128 1735 1679 149 1600 124
internal_count=2391 2210 176 2034 1966 1884 181 128 1735 1679 149 1600 124
is_linear=0
shrinkage=0.00545935


Tree=492
num_leaves=22
num_cat=0
split_feature=1 3 124 2 2 3 3 16 1 147 11 13 16 3 1 2 474 15 3 15 3
split_gain=2110.41 289.924 224.719 146.857 131.294 75.9148 105.617 58.9146 85.3978 58.2004 64.4899 42.7489 36.3938 32.0667 19.5726 12.9078 20.0784 9.31269 8.99346 7.17 3.91782
threshold=0.10732500000000002 -0.06340999999999998 -0.076779999999999987 0.10045500000000002 0.11444000000000001 0.31534000000000006 0.077930000000000013 0.25761500000000009 0.081315000000000012 0.08598500000000002 1.0000000180025095e-35 -0.011494999999999998 -0.036039999999999996 -0.095119999999999996 0.089875000000000024 0.087575000000000014 0.083875000000000019 -0.087734999999999994 -0.079979999999999982 -0.094269999999999979 -0.072419999999999984
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=2 4 -1 9 -2 6 11 8 12 10 14 -3 20 -9 15 16 -4 -16 -19 -17 -5
right_child=1 5 3 7 -6 -7 -8 13 -10 -11 -12 -13 -14 -15 17 19 -18 18 -20 -21 -22
leaf_value=0.0051924541198290573 0.0079807353180691484 0.0022439205199337093 0.010045674850717383 0.0091626884492610281 0.0031291322827000172 -0.0003087344195412068 0.0044977289932555458 0.010527994049903542 0.0043763522563055549 0.0070020749620142301 0.011866756270193313 -0.00047281410510561427 0.0062060514246357829 0.0081259754173156618 0.0079606130729188308 0.0086818786595514487 0.0085772121503188397 0.0084885835703641839 0.0095903245663440002 0.0094793352737652485 0.0082354018818134294
leaf_weight=89 86 92 522 53 55 74 98 53 56 53 73 56 53 91 54 81 63 78 106 446 59
leaf_count=89 86 92 522 53 55 74 98 53 56 53 73 56 53 91 54 81 63 78 106 446 59
internal_value=0 0.00315915 0.00899826 0.00918223 0.00608845 0.00186834 0.00252334 0.00778928 0.0069936 0.00952668 0.00962069 0.00121579 0.00788172 0.00901023 0.00949921 0.00963606 0.00988758 0.0088597 0.00912342 0.00935682 0.00867444
internal_weight=0 461 1930 1841 141 320 246 365 221 1476 1423 148 165 144 1350 1112 585 238 184 527 112
internal_count=2391 461 1930 1841 141 320 246 365 221 1476 1423 148 165 144 1350 1112 585 238 184 527 112
is_linear=0
shrinkage=0.00245186


Tree=493
num_leaves=25
num_cat=0
split_feature=3 3 43 15 3 39 447 15 15 43 3 133 15 11 48 15 15 13 48 13 15 133 403 13
split_gain=2262.19 672.829 639.433 243.562 176 163.494 129.444 127.967 79.5913 116.906 101.896 71.2965 70.9786 56.9292 55.83 48.7744 43.6952 39.8471 14.1031 9.97435 7.77787 7.0768 6.38996 4.4914
threshold=-0.06340999999999998 0.30835000000000007 -0.035884999999999993 -0.23488499999999998 0.11745500000000002 0.087880000000000014 0.083875000000000019 -1.0000000180025095e-35 0.0056700000000000006 -0.11990999999999997 -0.14443999999999999 -0.0054649999999999985 -0.40312499999999996 1.0000000180025095e-35 0.037750000000000006 -0.097269999999999981 0.091230000000000019 -0.078734999999999986 0.081275000000000014 0.00084500000000000016 0.087720000000000006 -0.0068049999999999994 -0.085114999999999982 -0.089189999999999978
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 5 -1 7 18 8 14 9 -5 -10 15 -7 17 -4 -11 20 -13 -2 21 23 -18 -22 -12
right_child=1 -3 4 6 -6 12 -8 -9 10 11 16 13 -14 -15 -16 -17 19 -19 -20 -21 22 -23 -24 -25
leaf_value=0.0060155438820387319 0.0068057944499284179 0.0004337292080990806 0.0073904559541909118 0.0079231208352735678 0.0058910135414746009 0.00011623343279880767 0.0075060595501405293 0.011851683206519133 0.014787911500140291 0.01084237642722825 0.011563369169534002 0.011553727629541639 0.0036389492500943613 0.013536216143224413 0.010068957583279416 0.0080095067401637025 0.01160480506254028 0.010225614452093187 0.0051521838950593099 0.0099579268375116162 0.011010410125731195 0.010748798267297195 0.011926545780189096 0.012323404387937067
leaf_weight=52 59 100 95 74 80 52 52 101 54 65 52 342 74 56 74 65 77 187 52 59 69 163 103 234
leaf_count=52 59 100 95 74 80 52 52 101 54 65 52 342 74 56 74 65 77 187 52 59 69 163 103 234
internal_value=0 0.00597358 0.00691729 0.0109399 0.00890163 0.00398673 0.0110949 0.00979358 0.0112115 0.0106887 0.0117201 0.0109749 0.00218533 0.011319 0.00856344 0.00942613 0.0115012 0.0110843 0.00603135 0.0108133 0.0119502 0.0110235 0.0115592 0.0121853
internal_weight=0 687 587 1704 350 237 1652 270 1600 789 811 715 126 585 169 130 757 529 111 299 458 240 172 286
internal_count=2391 687 587 1704 350 237 1652 270 1600 789 811 715 126 585 169 130 757 529 111 299 458 240 172 286
is_linear=0
shrinkage=0.00231039


Tree=494
num_leaves=21
num_cat=0
split_feature=15 2 123 16 447 2 2 0 0 0 15 15 0 2 15 52 16 15 16 52
split_gain=1494.32 708.072 314.82 204.157 122.45 104.064 94.0588 94.2467 71.7802 68.8978 34.1174 39.5416 35.0242 29.6273 24.751 24.3771 22.5819 18.1869 8.86117 6.49453
threshold=-0.25061999999999995 0.11366500000000002 0.081180000000000016 0.26391000000000003 0.084700000000000011 0.14721500000000001 0.10045500000000002 -0.10075499999999998 -0.10946999999999998 -0.084114999999999981 0.016500000000000004 0.087720000000000006 -0.071719999999999992 0.10406500000000002 -0.0073899999999999999 -0.099329999999999988 -0.079344999999999985 -0.46319999999999995 -0.085514999999999994 -0.059354999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 5 6 9 10 -8 -1 -3 12 16 14 -9 -2 -14 -12 -10 -13 -15
right_child=1 3 -4 -5 -6 -7 7 13 17 -11 11 18 15 19 -16 -17 -18 -19 -20 -21
leaf_value=0.016960977169310623 0.02160886062356315 0.016508465594919728 0.017679173724307412 0.020575995257997561 0.018614891813381957 0.014751614928453855 0.017964736235741154 0.019739515422649276 0.015136455003383916 0.019333549711469122 0.022165198204276579 0.021966980275892761 0.021268253535885066 0.021021201238298426 0.020261513243437907 0.019591827197308537 0.023549988948954818 0.013727399229150285 0.021354215527798474 0.02190877055793734
leaf_weight=59 556 74 94 72 61 65 52 56 67 58 260 123 62 69 57 70 54 72 350 60
leaf_count=59 556 74 94 72 61 65 52 56 67 58 260 123 62 69 57 70 54 72 350 60
internal_value=0 0.0207276 0.0211394 0.017782 0.0213171 0.0167608 0.0214103 0.0202727 0.015168 0.0177499 0.0215863 0.0218686 0.021288 0.0209213 0.0214836 0.0203794 0.0224034 0.0144067 0.0215136 0.0214342
internal_weight=0 2193 1924 269 1830 197 1769 237 198 132 1532 787 745 185 613 132 314 139 473 129
internal_count=2391 2193 1924 269 1830 197 1769 237 198 132 1532 787 745 185 613 132 314 139 473 129
is_linear=0
shrinkage=0.001938


Tree=495
num_leaves=26
num_cat=0
split_feature=4 12 3 43 43 2 3 42 3 4 2 12 15 15 15 2 12 4 15 4 0 3 402 42 1456
split_gain=1483.01 597.031 268.524 266.344 145.065 143.535 80.8367 94.5379 80.3919 79.6819 79.4615 51.6856 33.2136 20.8898 19.7929 9.07156 8.12586 7.90643 7.22865 7.02429 6.42554 6.88483 5.09106 4.52555 2.77331
threshold=0.30163500000000004 0.054520000000000006 0.149315 -0.049364999999999992 -0.090214999999999976 0.12827000000000002 0.13772500000000001 0.086700000000000013 -0.14162499999999997 -0.053824999999999991 0.092235000000000025 0.091475000000000015 1.0000000180025095e-35 0.079575000000000021 -0.077559999999999976 0.087675000000000017 0.085345000000000018 0.036620000000000007 0.11315500000000002 -0.033449999999999987 -0.085719999999999977 -0.087114999999999984 -1.0000000180025095e-35 0.11275500000000001 -0.062944999999999987
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=1 2 3 4 -1 8 7 -2 12 -5 -11 15 -3 14 17 20 -17 -13 23 -16 21 -10 -22 -15 -18
right_child=6 5 -4 9 -6 -7 -8 -9 11 10 -12 13 -14 18 19 16 24 -19 -20 -21 22 -23 -24 -25 -26
leaf_value=0.010196737205453549 0.007251402131719621 0.012576724277792986 0.0043231417705023702 0.012890857631453624 0.0056121313438956336 0.0079900971100377114 0.0026802562715764512 0.0039256152780474491 0.013083010063302012 0.011520869622640494 0.0081116803732897754 0.011787742601840697 0.014943435911648918 0.012042408112164314 0.009551060416682744 0.010874162972219853 0.012333561773945172 0.010677512623415425 0.011019590692539858 0.010545455009383843 0.012487641299320599 0.012234631112329426 0.011756657763626914 0.011345580443224949 0.011739767292454977
leaf_weight=54 102 74 61 78 103 52 55 77 62 81 62 90 52 145 54 52 53 53 84 117 65 256 216 74 202
leaf_count=54 102 74 61 78 103 52 55 77 62 81 62 90 52 145 54 52 53 53 84 117 65 256 216 74 202
internal_value=0 0.011089 0.00873373 0.00944543 0.00718916 0.0116968 0.00508281 0.00582089 0.0118137 0.0110482 0.0100429 0.0116697 0.0135537 0.0111635 0.010753 0.0120144 0.0116958 0.0113764 0.0115888 0.0102316 0.0121777 0.0124001 0.0119258 0.0118071 0.0118633
internal_weight=0 2140 439 378 157 1701 234 179 1649 221 143 1523 126 617 314 906 307 143 303 171 599 318 281 219 255
internal_count=2374 2140 439 378 157 1701 234 179 1649 221 143 1523 126 617 314 906 307 143 303 171 599 318 281 219 255
is_linear=0
shrinkage=0.00226508


Tree=496
num_leaves=14
num_cat=0
split_feature=10 124 1 39 156 475 474 49 151 48 0 1 1
split_gain=21.3402 11.4289 10.5069 12.7283 9.70148 22.5566 19.5143 9.59385 7.9876 9.51918 20.6625 5.39989 4.32267
threshold=0.058500000000000003 -0.077084999999999987 0.12500000000000003 0.0041750000000000008 0.087380000000000013 -0.072374999999999981 0.084755000000000011 -0.015064999999999999 0.032230000000000009 0.10227500000000002 -0.15653499999999998 0.13976500000000003 0.082265000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 8 6 -6 -1 9 10 -3 -4 -7
right_child=-2 2 11 -5 5 12 -8 -9 -10 -11 -12 -13 -14
leaf_value=4.1370417449478819e-05 -0.00026720134163891996 0.0055484495985936976 0.000749906616967833 0.0050697487795441486 0.0022481063175276315 0.0024697650814592795 -0.0017305281036078476 0.0025181212419704115 0.0048538236088797159 0.0015367775757462638 0.0029586200515197125 0.0025648069557440588 0.004207638698986103
leaf_weight=61 54 76 75 67 65 64 52 92 56 99 1463 79 71
leaf_count=61 54 76 75 67 65 64 52 92 56 99 1463 79 71
internal_value=0 0.00281047 0.00290078 0.00299405 0.00292256 0.00203571 0.000479383 0.001531 0.00305446 0.00299291 0.00308655 0.00168126 0.00338414
internal_weight=0 2320 2167 2013 1946 252 117 153 1694 1638 1539 154 135
internal_count=2374 2320 2167 2013 1946 252 117 153 1694 1638 1539 154 135
is_linear=0
shrinkage=0.00484112


Tree=497
num_leaves=10
num_cat=0
split_feature=14 148 151 14 10 3 1427 52 3
split_gain=33.609 20.2365 25.0021 17.6997 10.4487 18.6299 13.8595 11.5211 15.7552
threshold=-0.31455999999999995 -0.043434999999999994 -0.083274999999999988 0.062655000000000016 -0.074314999999999978 0.30112000000000005 1.0000000180025095e-35 0.51358000000000004 0.10449500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 -6
right_child=1 3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0011393997215839032 0.0032693248071745382 0.0052029347819561415 -0.0021015361548657767 0.0060936184930209828 0.0027996612897171853 -0.0004464671325653989 0.0055311605946607324 0.00060889037242043244 0.0055586763539615686
leaf_weight=73 56 63 60 59 1793 57 65 76 72
leaf_count=73 56 63 60 59 1793 57 65 76 72
internal_value=0 0.00284438 0.000490761 0.0029693 0.00288257 0.00281168 0.00290429 0.00281629 0.00290621
internal_weight=0 2301 116 2185 2126 2063 2006 1941 1865
internal_count=2374 2301 116 2185 2126 2063 2006 1941 1865
is_linear=0
shrinkage=0.00578112


Tree=498
num_leaves=28
num_cat=0
split_feature=1 3 12 1 3 47 13 12 47 1 13 0 42 15 15 150 3 1 12 15 1 12 12 13 42 12 42
split_gain=1282.3 235.825 178.178 142.389 86.5694 99.2483 69.6062 51.5032 37.1798 36.1029 27.9349 26.3014 75.5759 18.7757 22.0753 13.551 22.0624 13.542 9.86825 8.29126 7.273 4.8335 3.44348 3.16728 2.8001 2.47501 1.98237
threshold=0.10915500000000002 -0.06340999999999998 0.054520000000000006 0.088595000000000021 0.31534000000000006 0.10019500000000002 -0.00038499999999999998 0.091625000000000012 0.085770000000000027 0.07635500000000002 -0.057284999999999996 -0.061204999999999989 0.084675000000000014 -0.027009999999999996 -0.077134999999999995 0.081245000000000026 -0.14162499999999997 0.099450000000000011 0.087745000000000004 0.091230000000000019 0.083250000000000005 0.083785000000000012 0.097755000000000022 -0.0041499999999999983 0.11309000000000001 0.090840000000000018 0.087495000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 9 5 10 -5 15 -2 -1 -3 13 -13 14 22 16 -4 -8 20 -15 21 -18 -9 24 -21 26 -20
right_child=1 4 7 6 -6 -7 17 11 -10 -11 -12 12 -14 19 -16 -17 18 -19 25 23 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0075269021362580693 0.0057848479693918134 0.004149126787589625 0.010098915151383791 0.004424991884680418 0.0015167276524840994 0.0063688055474532337 0.0061640049752381262 0.0080075782462377034 0.007945104436256463 0.0094344827321574051 0.002492362138185641 0.0086788284839245389 0.0057776257747915935 0.009108435786086581 0.0069497942304907094 0.0081077766902290706 0.0095679053969304744 0.0075842727313900444 0.0086308910598640511 0.008747108576991916 0.008309549792559651 0.0089977263165285717 0.0086707103278841798 0.0079866696443041084 0.0081792082876577955 0.0089496641729008182 0.0082854587690664415
leaf_weight=88 77 75 57 80 69 54 53 62 52 69 84 77 64 98 69 91 70 52 162 102 53 375 63 53 53 56 116
leaf_count=88 77 75 57 80 69 54 53 62 52 69 84 77 64 98 69 91 70 52 162 102 53 375 63 53 53 56 116
internal_value=0 0.00444719 0.00827765 0.00698393 0.00343679 0.00405869 0.00581144 0.00855059 0.00665581 0.0083654 0.00327399 0.00811559 0.00736212 0.00832802 0.00784692 0.0088351 0.00890953 0.00686758 0.00882802 0.00863296 0.00900472 0.00908746 0.00834197 0.00840884 0.00855306 0.00856449 0.00848683
internal_weight=0 411 1963 342 282 213 185 1621 129 157 159 641 141 500 194 980 889 105 832 306 498 445 125 208 155 334 278
internal_count=2374 411 1963 342 282 213 185 1621 129 157 159 641 141 500 194 980 889 105 832 306 498 445 125 208 155 334 278
is_linear=0
shrinkage=0.00197189


Tree=499
num_leaves=14
num_cat=0
split_feature=4 124 2 14 13 16 14 48 148 4 16 52 13
split_gain=1130.95 360.78 297.243 138.06 100.896 55.9572 76.5376 53.8978 50.7332 42.4047 31.6054 17.4816 14.0819
threshold=0.30163500000000004 -0.043384999999999993 0.14823500000000003 0.062655000000000016 -0.16392499999999996 -0.4582 -0.42214499999999994 0.084965000000000027 -0.043434999999999994 0.0063250000000000008 -0.36241499999999999 -0.56073999999999991 -0.07236999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 12 -7 -1 -6 11 -11 -10 -2
right_child=5 2 -4 -5 8 6 -8 -9 9 10 -12 -13 -14
leaf_value=0.0070590098266824124 0.004203246754836778 0.0064246857553748047 0.0042256520093317341 0.012584944335102953 0.0073357766308137819 0.004587470134486387 0.0010348533339373986 0.0044201687304082742 0.010702440204112571 0.0098613906958278201 0.0082427323948418337 0.0094535668486866037 0.0056655461432801807
leaf_weight=66 60 59 55 57 60 57 55 78 54 73 237 1401 62
leaf_count=66 60 59 55 57 60 57 55 78 54 73 237 1401 62
internal_value=0 0.00891384 0.00915075 0.0092903 0.00919061 0.00393987 0.00284309 0.0056298 0.00928001 0.00934609 0.00862397 0.00949993 0.00494657
internal_weight=0 2140 1996 1941 1884 234 112 144 1825 1765 310 1455 122
internal_count=2374 2140 1996 1941 1884 234 112 144 1825 1765 310 1455 122
is_linear=0
shrinkage=0.00214803


Tree=500
num_leaves=16
num_cat=0
split_feature=4 4 160 16 51 4 124 16 4 42 2 156 133 42 16
split_gain=52.2812 16.7961 11.4821 9.49291 8.92625 15.067 11.8358 12.053 19.369 15.9134 10.4307 15.2554 14.8801 8.90547 0.474509
threshold=0.27161500000000005 -0.51381999999999983 -0.077849999999999989 -0.38959499999999997 -0.22361999999999996 0.029980000000000003 -0.086724999999999983 -0.15796999999999997 0.043850000000000007 0.079170000000000004 0.096930000000000016 0.087205000000000019 -0.0081099999999999974 0.089370000000000019 -0.52830499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 13 5 -3 -6 9 10 -8 11 -9 -12 14 -4
right_child=2 4 3 -5 6 -7 7 8 -10 -11 12 -13 -14 -15 -16
leaf_value=0.0067251343986381084 0.0029389344720777708 0.0073624916085768032 0.0020259178293573188 -0.0022374467137661778 0.00030088369680467754 0.0031370903427011226 0.0071542775401899359 0.0037822731238721856 0.00051718938529420879 0.0031155554355006883 -0.00038721556133337637 0.001681956152059227 0.0029382576379600616 -0.0014242761637106873 0.0012182286343751215
leaf_weight=55 60 53 59 57 52 79 67 1120 101 81 62 147 272 52 52
leaf_count=55 60 53 59 57 52 79 67 1120 101 81 62 147 272 52 52
internal_value=0 0.00338278 0.000562915 -8.47926e-05 0.00329237 0.00483415 0.00318533 0.00326637 0.00312042 0.00494434 0.00328461 0.00353864 0.00232076 0.000667575 0.00164813
internal_weight=0 2089 280 220 2034 132 1902 1850 1702 148 1601 1267 334 163 111
internal_count=2369 2089 280 220 2034 132 1902 1850 1702 148 1601 1267 334 163 111
is_linear=0
shrinkage=0.0061274


Tree=501
num_leaves=21
num_cat=0
split_feature=4 3 39 2 3 12 2 12 12 4 3 124 16 4 3 39 12 4 16 16
split_gain=2128.38 580.13 471.725 111.697 95.4659 81.9146 79.4432 52.4902 47.4052 81.3898 64.7648 32.9497 26.7549 25.1738 23.5267 20.1144 19.0252 15.5963 6.93605 5.45507
threshold=0.30163500000000004 0.25468500000000005 0.081875000000000017 0.10244500000000002 0.31400500000000003 0.085665000000000005 0.12708000000000003 -0.093429999999999985 0.092495000000000008 -0.46376499999999993 0.086245000000000016 -0.080389999999999989 0.19022000000000003 -0.38908499999999996 -0.07385499999999999 0.084155000000000021 0.095780000000000018 -0.013929999999999998 0.0023100000000000004 -0.0032799999999999995
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 2 3 8 6 -5 15 -4 9 -1 14 -9 17 -7 -11 -2 -15 19 -18 -10
right_child=4 -3 7 5 -6 13 -8 11 12 10 -12 -13 -14 16 -16 -17 18 -19 -20 -21
leaf_value=0.015493986544004247 0.0066372615885880283 0.0039466942247741261 0.0098544332205907047 0.0086333420613404419 0.0014097140220131865 0.012931627126315534 0.0026770386853475704 0.0055732295727975072 0.012406220626551121 0.01247474719089289 0.0098215528722043928 0.0081537308767751747 0.010199607334413793 0.012243170592729084 0.013911426784422701 0.0047720360142640503 0.011104544834660803 0.011079171451744391 0.010019021038130183 0.011540086429041398
leaf_weight=53 91 57 52 78 55 53 61 54 194 973 52 61 64 56 71 53 71 98 67 55
leaf_count=53 91 57 52 78 55 53 61 54 194 973 52 61 64 56 71 53 71 98 67 55
internal_value=0 0.0115115 0.0117217 0.0120647 0.00422238 0.0107821 0.00497688 0.00784919 0.0123319 0.0125828 0.012442 0.00694224 0.0116305 0.0114606 0.0125725 0.00595093 0.0110586 0.0118943 0.0105777 0.012215
internal_weight=0 2109 2052 1885 260 325 205 167 1560 1149 1096 115 411 247 1044 144 194 347 138 249
internal_count=2369 2109 2052 1885 260 325 205 167 1560 1149 1096 115 411 247 1044 144 194 347 138 249
is_linear=0
shrinkage=0.00240373


Tree=502
num_leaves=18
num_cat=0
split_feature=1 123 14 1 16 2 1 48 9 49 150 156 151 156 16 16 2
split_gain=28.7129 29.3826 19.6384 14.7903 22.2016 32.7313 26.8077 30.5417 23.3337 12.8061 11.1178 10.3454 9.12704 7.29527 11.2435 11.6974 8.78448
threshold=0.15067500000000003 0.09394000000000001 -1.0000000180025095e-35 0.085720000000000005 0.51148500000000008 0.086165000000000005 0.10525000000000002 0.083830000000000002 0.082870000000000013 -0.022974999999999999 0.077585000000000001 0.087400000000000019 -0.00047999999999999996 -0.076689999999999994 0.21684500000000004 0.081265000000000018 0.11252000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 8 7 -7 12 -8 13 -12 -5 -4 15 -15 -16
right_child=-2 -3 3 4 -6 6 9 -9 -10 -11 11 -13 -14 14 16 -17 -18
leaf_value=0.0058033497767468476 -0.0014625732385218752 -0.001046749289472435 0.0052274549558376723 0.0052978415760006649 0.0051616575800373619 -0.0050157648400505914 0.0038070040805031264 0.0011447092260030275 -0.00067167306113233803 0.00052492213158779192 0.0069892904766425141 0.0033172499260550464 0.0029988859281770649 0.0030790033818743692 -5.0335053116895895e-06 0.005670780673307319 0.0031135994158409119
leaf_weight=84 53 63 55 72 84 54 69 57 55 101 52 54 346 980 70 64 56
leaf_count=84 53 63 55 72 84 54 69 57 55 101 52 54 346 980 70 64 56
internal_value=0 0.00290686 0.00301744 0.00290952 0.00229831 0.00197923 0.000392029 -0.00185171 0.00292202 0.00185743 0.00329429 0.00511922 0.00339503 0.00313632 0.00303797 0.00323795 0.00138053
internal_weight=0 2316 2253 2169 838 754 281 111 473 170 1331 106 418 1225 1170 1044 126
internal_count=2369 2316 2253 2169 838 754 281 111 473 170 1331 106 418 1225 1170 1044 126
is_linear=0
shrinkage=0.00587068


Tree=503
num_leaves=22
num_cat=0
split_feature=4 1 2 124 1 2 4 39 2 0 49 0 4 4 4 133 4 1 4 1 402
split_gain=2083.04 550.982 161.111 130.358 103.508 101.162 57.7215 55.3718 44.9989 45.1308 34.3409 30.0816 21.4878 20.658 20.5966 19.5077 34.1302 18.7799 10.7831 9.31656 8.0799
threshold=0.30163500000000004 0.104035 0.11144000000000001 -0.080389999999999989 0.12337000000000002 0.12611000000000003 -0.082249999999999976 1.0000000180025095e-35 0.089830000000000007 -0.12608499999999997 -1.0000000180025095e-35 -0.087344999999999992 -0.021234999999999997 0.052250000000000012 0.42953500000000006 -0.025314999999999994 -0.50388999999999984 0.14699000000000004 -0.0083249999999999973 0.085425000000000015 0.084450000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 14 6 11 12 18 -10 -4 -5 -3 -11 -2 -13 -17 -6 20 -20 -8
right_child=4 2 10 5 17 -7 8 -9 9 13 -12 15 -14 -15 -16 16 -18 -19 19 -21 -22
leaf_value=0.0063761518318714641 0.0032698151515462501 0.0091037431594325983 0.003013507795699239 0.011128959869440463 0.0020173345791904946 0.0065210198823280096 0.0091868738101106313 0.0056298686134110404 0.0068770963009186599 0.0091463917681061692 0.0052791750721614935 0.0088377062861919545 0.0073491207510219111 0.0081296863179756533 0.004959511400260388 0.011297961755843093 0.0096508398234728746 0.00045488552515327214 0.010162934123314371 0.0093277255540558431 0.0099118800051425354
leaf_weight=66 69 55 52 81 85 53 397 52 52 338 61 78 63 112 54 66 266 52 147 92 78
leaf_count=66 69 55 52 81 85 53 397 52 52 338 61 78 63 112 54 66 266 52 147 92 78
internal_value=0 0.00878976 0.00613171 0.0092017 0.00264855 0.00930765 0.00939416 0.00739116 0.00915474 0.00868458 0.00423676 0.00998705 0.00816714 0.00889339 0.00401181 0.0097614 0.00997835 0.00142445 0.00948527 0.00984152 0.00930597
internal_weight=0 2109 283 1826 260 1760 1707 170 1216 502 113 491 118 450 123 410 332 137 714 239 475
internal_count=2369 2109 283 1826 260 1760 1707 170 1216 502 113 491 118 450 123 410 332 137 714 239 475
is_linear=0
shrinkage=0.0020471


Tree=504
num_leaves=14
num_cat=0
split_feature=1 3 123 4 4 1 123 49 3 3 3 151 4
split_gain=1261.39 212.228 152.379 94.4736 92.1005 58.3463 56.7831 34.9681 41.1084 37.6046 34.2348 22.1267 29.5451
threshold=0.10808500000000001 -0.052614999999999995 1.0000000180025095e-35 0.26171000000000005 0.27161500000000005 0.14882500000000001 0.084235000000000018 0.11580500000000001 0.09037000000000002 -1.0000000180025095e-35 0.30835000000000007 -0.08718999999999999 0.054560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 6 10 8 9 11 -3 -1 -13
right_child=1 5 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14
leaf_value=0.0091688288511247856 0.0096354227815370359 0.0062340711602689256 0.0066965551075032102 0.0050882217115271562 0.0068298533726928881 0.0013522062871038488 0.0027452968999188668 0.0087201751392932021 0.0086781738848025827 0.012643488755462777 0.0036669878133021427 0.010592936357840949 0.0093013926545623109
leaf_weight=96 80 103 91 52 55 53 92 94 94 53 55 1316 135
leaf_count=96 80 103 91 52 55 53 92 94 94 53 55 1316 135
internal_value=0 0.00506572 0.0100139 0.00784431 0.0101777 0.00385516 0.00438567 0.0102807 0.0103673 0.0104665 0.00534064 0.0103919 0.0104728
internal_weight=0 435 1934 132 1843 303 250 1788 1694 1600 158 1547 1451
internal_count=2369 435 1934 132 1843 303 250 1788 1694 1600 158 1547 1451
is_linear=0
shrinkage=0.00262544


Tree=505
num_leaves=20
num_cat=0
split_feature=1 9 0 14 12 159 12 0 1375 402 402 4 12 0 4 4 15 402 2
split_gain=45.4338 30.8084 25.2864 21.4695 16.8433 14.8475 14.6758 13.0219 9.32295 9.07008 11.1674 15.067 13.7298 10.9998 8.04935 7.37698 5.94648 5.73995 2.26828
threshold=0.095695000000000016 0.081890000000000004 -0.14310999999999999 -0.30192499999999994 -1.0000000180025095e-35 0.081925000000000012 -0.036614999999999988 -0.17785499999999996 0.084795000000000023 0.088920000000000013 0.039875000000000008 -0.47860499999999995 0.083825000000000024 -0.15135999999999997 -0.096364999999999992 -0.14538499999999996 -0.032704999999999991 0.10607000000000001 0.085025000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 -1 6 -5 -2 9 10 11 -6 13 -13 -14 -8 -17 -11 -19
right_child=1 -3 3 5 8 -7 15 -9 -10 17 -12 12 14 -15 -16 16 -18 18 -20
leaf_value=0.0047118076219958517 0.0010621278229271253 -0.0021505005718028326 -0.0005752020514957852 0.0046277500403119542 0.0049411275034758452 0.0006534232652867962 0.0035944196952245469 -0.0017522464742503404 0.0045030914994859256 0.0046863145291049409 0.00036273579931999565 0.0028860538934779648 0.00090260421673845335 0.00030162983864465327 0.0026877722067572157 0.0025499644637698637 0.00084101160769783846 0.0022271311132960065 0.0035421218966413645
leaf_weight=88 86 52 57 81 53 79 74 61 55 62 55 53 58 110 1031 108 75 54 61
leaf_count=88 86 52 57 81 53 79 74 61 55 62 55 53 58 110 1031 108 75 54 61
internal_value=0 0.00129401 0.00158252 0.0021061 0.00272685 0.00247272 0.0028978 -0.000105403 0.0026171 0.00254958 0.00242034 0.00250702 0.00240394 0.00114227 0.00259274 0.00235237 0.00184985 0.00354229 0.00292508
internal_weight=0 673 621 474 1680 417 338 147 1592 1537 1360 1305 1252 163 1089 257 183 177 115
internal_count=2353 673 621 474 1680 417 338 147 1592 1537 1360 1305 1252 163 1089 257 183 177 115
is_linear=0
shrinkage=0.00465916


Tree=506
num_leaves=9
num_cat=0
split_feature=48 49 9 13 14 13 157 456
split_gain=16.1252 12.8115 12.9542 20.0863 19.697 10.5801 9.78425 7.53247
threshold=0.11951500000000001 0.13087000000000001 0.082870000000000013 -0.42195999999999995 -0.30192499999999994 -0.15310499999999996 -0.23223999999999997 0.08733500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8
right_child=-2 -3 -4 4 5 6 7 -9
leaf_value=0.0066725502735576576 -0.00014561823498845502 1.1261177396442233e-05 6.2624791721765203e-05 -0.001043342878340394 0.00038443076834032469 0.0058524457236946983 0.0029251908736282559 0.0046891048423914807
leaf_weight=65 82 68 67 54 65 56 1782 114
leaf_count=65 82 68 67 54 65 56 1782 114
internal_value=0 0.00285454 0.00294227 0.00303257 0.00291829 0.00302439 0.00311226 0.00303129
internal_weight=0 2271 2203 2136 2071 2017 1952 1896
internal_count=2353 2271 2203 2136 2071 2017 1952 1896
is_linear=0
shrinkage=0.00664837


Tree=507
num_leaves=18
num_cat=0
split_feature=10 0 156 150 52 52 14 16 0 4 4 1429 42 4 12 51 4
split_gain=26.7056 16.8363 22.4514 24.7375 14.7229 21.6311 13.5763 11.1321 11.3758 10.2138 7.9909 7.30404 7.41192 10.3187 9.89697 8.29023 4.6258
threshold=-1.0000000180025095e-35 -0.11169999999999998 0.084715000000000013 0.089910000000000018 0.084755000000000011 -0.081594999999999987 -0.074569999999999984 -0.14483499999999996 -0.087284999999999988 0.23590000000000003 1.0000000180025095e-35 -0.084934999999999997 -0.0088299999999999993 0.052250000000000012 0.085065000000000016 0.10838000000000002 -0.42305999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 -2 -3 8 -8 -7 -1 -9 13 14 -13 16 -14
right_child=1 6 -4 -5 -6 9 7 11 -10 -11 -12 12 15 -15 -16 -17 -18
leaf_value=0.00076513213351162577 -0.0010437027847175729 -0.00028088464786567979 0.0045726419486756846 -0.0025119150079036521 -0.0013315198513368662 0.0048650538383281641 0.0023516488697306022 0.0044216324011111556 0.0055472655282897982 0.0018571447777545578 -0.0023493805404759482 0.0054490146257548241 0.0032634806994328012 0.00051103382938204008 0.0027919167854451418 0.00017479202926393714 0.0019741007069668118
leaf_weight=55 57 63 52 72 56 65 74 53 75 90 55 53 104 58 405 80 886
leaf_count=55 57 63 52 72 56 65 74 53 75 90 55 53 104 58 405 80 886
internal_value=0 0.00212438 0.00103616 0.0004951 0.00130319 0.00199944 0.00235481 0.00244771 0.00396059 0.00311892 -0.000791563 0.00231014 0.00223954 0.0028087 0.00309953 0.00196501 0.00210961
internal_weight=0 2243 392 340 268 212 1851 1788 149 155 110 1639 1586 516 458 1070 990
internal_count=2353 2243 392 340 268 212 1851 1788 149 155 110 1639 1586 516 458 1070 990
is_linear=0
shrinkage=0.0057788


Tree=508
num_leaves=18
num_cat=0
split_feature=3 2 475 4 475 155 4 52 3 3 4 49 3 13 13 2 2
split_gain=25.0878 13.8304 10.4261 14.2236 10.095 9.28202 8.66277 9.15987 8.78049 8.21367 38.6677 11.9394 6.04276 11.7156 11.1194 3.00928 2.18139
threshold=0.31534000000000006 0.10161500000000002 -0.088274999999999978 -0.15450999999999995 -0.085444999999999979 0.083440000000000014 0.024315000000000003 -0.070104999999999987 -0.0063999999999999986 -0.017449999999999997 -0.0034749999999999994 -0.047749999999999994 0.077930000000000013 -0.067389999999999992 0.084330000000000016 0.12992500000000004 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 16 -5 9 12 -8 15 11 -11 -6 13 -3 -15 -9 -4
right_child=-2 6 3 4 5 -7 7 8 -10 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.00047271862479252919 -0.0018092106452760066 0.0040630658113734106 0.0036795328430494919 0.0049195418060668985 -0.00017923179378307922 0.004707126446223656 0.0025901467039633115 -1.7321477127483582e-05 -0.001934721360354126 -0.0039482775744936376 0.002592077196272068 0.0023304925153353816 0.0038438716034588879 -0.00085403011818413119 0.0022653798326090577 0.0019069411336690315 0.0055124958710923494
leaf_weight=56 75 54 54 53 83 53 57 92 83 52 128 1169 52 95 92 52 53
leaf_count=56 75 54 54 53 83 53 57 92 83 52 128 1169 52 95 92 52 53
internal_value=0 0.00194996 0.00224026 0.00233266 0.0021757 0.00207773 0.00109404 0.000297731 -0.000277597 0.00198036 0.000702262 0.00216406 0.00186566 0.00143854 0.000680288 0.000677077 0.00458809
internal_weight=0 2278 1701 1645 1538 1485 577 284 227 1432 180 1252 293 241 187 144 107
internal_count=2353 2278 1701 1645 1538 1485 577 284 227 1432 180 1252 293 241 187 144 107
is_linear=0
shrinkage=0.00639603


Tree=509
num_leaves=21
num_cat=0
split_feature=1 3 2 2 2 14 0 150 2 2 0 48 48 51 0 0 2 0 0 0
split_gain=1769.62 364.402 108.74 130.396 106.388 92.4617 103.502 108.094 82.6474 52.4843 39.6461 36.3364 25.7463 16.1961 15.4657 31.5943 19.4177 11.5045 11.4925 9.72108
threshold=0.10335000000000001 -0.06340999999999998 0.14271500000000001 -1.0000000180025095e-35 0.11444000000000001 0.062655000000000016 -0.10653 0.081245000000000026 0.106035 0.11366500000000002 -0.14454499999999995 0.082225000000000006 0.093265000000000015 -1.0000000180025095e-35 -0.034179999999999995 -0.068214999999999984 0.090050000000000005 -0.050379999999999994 -0.083604999999999985 0.12113000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 13 6 7 10 -5 12 -1 -10 14 -2 15 16 -8 -11 -14 -16
right_child=1 2 -4 8 -6 -7 9 -9 11 17 -12 -13 18 -15 19 -17 -18 -19 -20 -21
leaf_value=0.010015593325451183 0.0089695805680528335 0.0017763995099745638 0.0013833826721558705 0.0073929244249915068 0.0046266798325411826 0.01164711451363981 0.0096283839981244537 0.0051526582914001541 0.0032214877064323851 0.0084895274653974014 0.0075446066388836349 0.0053531878748232465 0.0090028105215170379 0.007476074903429498 0.010882787177695424 0.0078256291238045818 0.008989532117925237 0.0071379580263498769 0.0076732440998454454 0.0095953142815535103
leaf_weight=56 67 75 83 52 52 67 875 58 75 65 63 71 70 66 54 56 290 52 52 54
leaf_count=56 67 75 83 52 52 67 875 58 75 65 63 71 70 66 54 56 290 52 52 54
internal_value=0 0.00478614 0.00352321 0.00417369 0.0072163 0.00918528 0.00909074 0.00754284 0.00508164 0.00926546 0.00870762 0.00425829 0.00937643 0.00822861 0.00946271 0.00939401 0.00946938 0.00788903 0.0084363 0.0102393
internal_weight=0 541 356 273 185 1812 1745 177 198 1568 119 146 1451 133 1329 1221 1165 117 122 108
internal_count=2353 541 356 273 185 1812 1745 177 198 1568 119 146 1451 133 1329 1221 1165 117 122 108
is_linear=0
shrinkage=0.00213444


Tree=510
num_leaves=10
num_cat=0
split_feature=3 16 14 14 39 48 4 1186 49
split_gain=21.6844 21.1713 16.4907 16.7943 20.763 14.0576 10.7937 13.0859 10.853
threshold=0.11924500000000002 -0.12029499999999999 0.078400000000000011 -0.087574999999999986 0.096775000000000014 -0.077484999999999984 -0.50775499999999985 0.083785000000000012 0.11580500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7 8 -8
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=0.004309781683337132 0.0021298289354075971 -0.0017713476005861864 0.0046637401417718386 -0.00070805603427593841 -0.0010083592889148748 0.0041130444076231355 0.0020028543230912283 -0.00082264556276910551 9.5243971982913152e-05
leaf_weight=78 73 103 63 66 84 65 1664 56 97
leaf_count=78 73 103 63 66 84 65 1664 56 97
internal_value=0 -0.00015291 0.00186925 0.00178578 0.00168887 0.0018052 0.00189337 0.00181394 0.00189781
internal_weight=0 176 2173 2110 2032 1948 1882 1817 1761
internal_count=2349 176 2173 2110 2032 1948 1882 1817 1761
is_linear=0
shrinkage=0.00554181


Tree=511
num_leaves=22
num_cat=0
split_feature=2 2 2 2 16 0 0 16 11 0 2 16 0 475 43 16 52 2 2 2 1212
split_gain=1588.19 1033.19 415.779 275.412 202.257 193.815 183.211 55.7812 42.1056 43.4482 34.8897 33.9674 30.3821 28.076 18.3602 17.1512 37.06 15.2326 14.2775 10.1645 4.59639
threshold=0.12051500000000002 -1.0000000180025095e-35 0.10045500000000002 0.17000000000000001 -0.059624999999999991 -0.13740499999999997 -0.085309999999999983 0.058765000000000005 1.0000000180025095e-35 -0.11169999999999998 0.089830000000000007 0.037060000000000003 -0.16802499999999995 -0.076304999999999984 0.0054600000000000004 0.51026500000000008 0.026115000000000003 0.084675000000000014 0.092365000000000017 0.092155000000000015 0.058525000000000008
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 4 8 6 -1 12 -2 -8 9 10 -3 14 -4 -7 19 16 -15 -13 -19 -11 -16
right_child=3 2 5 -5 -6 13 7 -9 -10 11 -12 17 -14 15 20 -17 -18 18 -20 -21 -22
leaf_value=0.015990034239921486 0.016663496528944166 0.02417328305519028 0.021132619221493978 0.014206700712871501 0.020625389170307418 0.024337047547807904 0.019473250221374156 0.022084256507860958 0.025883896618626855 0.024757180230530008 0.022046617047713702 0.023110347831880002 0.019117629085192323 0.021506860277791577 0.023830554039698356 0.023737390579480055 0.023268052639574776 0.024796322410484604 0.023432022658850579 0.024057772610294369 0.0245125194704694
leaf_weight=72 71 66 54 55 81 52 73 61 71 777 60 102 70 93 155 52 102 68 59 97 58
leaf_count=72 71 66 54 55 81 52 73 61 71 777 60 102 70 93 155 52 102 68 59 97 58
internal_value=0 0.0234765 0.0238741 0.0182047 0.0184442 0.0221108 0.0192773 0.020662 0.0243671 0.0242924 0.0231608 0.0244008 0.0199953 0.022988 0.0245496 0.0227039 0.0224282 0.0236941 0.0241627 0.0246796 0.0240164
internal_weight=0 2089 1936 260 153 423 205 134 1513 1442 126 1316 124 299 1087 247 195 229 127 874 213
internal_count=2349 2089 1936 260 153 423 205 134 1513 1442 126 1316 124 299 1087 247 195 229 127 874 213
is_linear=0
shrinkage=0.00201133


Tree=512
num_leaves=22
num_cat=0
split_feature=2 2 2 12 150 2 12 14 12 475 12 150 2 2 12 48 12 1429 51 2 47
split_gain=929.469 686.574 248.032 158.249 142.958 126.693 74.4861 69.6255 43.4746 27.1371 24.3563 25.928 17.9997 17.1597 27.4538 12.583 22.9934 12.0787 10.7905 13.5967 5.25307
threshold=0.12051500000000002 -1.0000000180025095e-35 0.10045500000000002 -0.011819999999999999 1.0000000180025095e-35 0.16730000000000003 0.094600000000000004 0.062655000000000016 -0.013764999999999998 -0.076304999999999984 0.09159500000000001 0.08926000000000002 0.14019000000000004 0.106285 0.090775000000000008 0.037750000000000006 0.085775000000000004 0.083810000000000009 -0.035439999999999992 0.095195000000000016 0.084210000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 8 6 12 10 -4 -10 11 15 -2 -11 -15 17 -17 -3 -12 20 -20
right_child=5 2 4 -5 -6 -7 -8 -9 9 13 18 -13 -14 14 -16 16 -18 -19 19 -21 -22
leaf_value=0.0020858818104366062 0.0044573692914062638 0.009468470424076043 0.0059762493952987689 0.0068345862182398647 0.0042176077525590498 0.0010128171323295961 0.0065643030236088385 0.011671602384623492 0.0097111604869597329 0.0087173060853104316 0.0078584552257404527 0.0082728916715964843 0.0027118188986962714 0.0061161202245182521 0.0081047011021535345 0.010783306131014237 0.0089921430417508469 0.0083981946652342699 0.0092355230627894115 0.0079494174167138668 0.008443232461309555
leaf_weight=95 73 714 52 58 64 58 77 61 52 89 61 97 52 52 114 96 60 59 247 65 53
leaf_count=95 73 714 52 58 64 58 77 61 52 89 61 97 52 52 114 96 60 59 247 65 53
internal_value=0 0.00850567 0.00887073 0.0038862 0.00733713 0.00396411 0.0048114 0.00929948 0.00789319 0.00821781 0.0091998 0.00938916 0.00373141 0.00791319 0.00748192 0.00950568 0.0100946 0.00938681 0.0087437 0.00889158 0.00909563
internal_weight=0 2089 1936 153 423 260 202 1513 359 307 1452 1026 125 255 166 929 156 773 426 365 300
internal_count=2349 2089 1936 153 423 260 202 1513 359 307 1452 1026 125 255 166 929 156 773 426 365 300
is_linear=0
shrinkage=0.00226508


Tree=513
num_leaves=23
num_cat=0
split_feature=1 1 1 150 2 47 15 2 14 0 13 0 1 3 12 1 0 15 13 15 52 0
split_gain=1442.18 174.893 143.452 119.167 80.5534 73.2379 92.8492 69.2617 63.0455 54.6584 37.7644 36.2152 42.0246 29.7105 22.3123 33.1719 33.8916 12.8228 20.6028 9.17724 9.35957 3.19341
threshold=0.109225 0.12394500000000001 0.098370000000000027 1.0000000180025095e-35 0.10981000000000002 0.085505000000000012 -0.41309499999999993 0.10045500000000002 0.062655000000000016 -0.019414999999999998 -1.0000000180025095e-35 -0.11073999999999999 0.083065000000000014 1.0000000180025095e-35 0.091365000000000016 0.091275000000000009 -0.054759999999999996 0.080840000000000009 0.0032950000000000006 -0.075694999999999985 0.086400000000000018 -0.076539999999999983
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 4 7 10 -2 6 -3 8 11 19 -4 12 -1 -6 15 16 -13 18 -16 -9 -21 -19
right_child=1 5 3 -5 13 -7 -8 9 -10 -11 -12 14 -14 -15 17 -17 -18 21 -20 20 -22 -23
leaf_value=0.0097786387151099184 0.0080344725932451708 0.0040390809712435218 0.0073543485739022592 0.0050809268919723106 0.0040954946280964254 0.0054706091568108217 0.00059157953324776903 0.0095508454378746208 0.011864241491117419 0.0065552995672644486 0.0095649917831836587 0.0098957023773797986 0.0070470292124542042 0.0063126719674148745 0.0080397962487537208 0.0082591798227216358 0.011711841757139451 0.0098286482824557556 0.009795260087841217 0.0082147453791501755 0.0092990413443397296 0.0092865902983861361
leaf_weight=53 77 92 62 62 60 61 62 90 62 53 90 805 54 55 82 55 52 117 52 90 66 97
leaf_count=53 77 92 62 62 60 61 62 90 62 53 90 805 54 55 82 55 52 117 52 90 66 97
internal_value=0 0.00480019 0.00930759 0.00762562 0.00631056 0.00345129 0.00265128 0.00951588 0.00971538 0.00856234 0.00866344 0.0096179 0.00840029 0.00515609 0.00972128 0.00990061 0.0100059 0.00925126 0.00872119 0.00899466 0.00867364 0.00958306
internal_weight=0 407 1942 214 192 215 154 1728 1429 299 152 1367 107 115 1260 912 857 348 134 246 156 214
internal_count=2349 407 1942 214 192 215 154 1728 1429 299 152 1367 107 115 1260 912 857 348 134 246 156 214
is_linear=0
shrinkage=0.00217713


Tree=514
num_leaves=28
num_cat=0
split_feature=3 3 43 3 0 43 124 159 157 0 3 157 3 42 158 0 3 43 0 133 43 3 159 42 1213 0 1213
split_gain=1455.53 503.976 493.235 211.881 148.784 88.6272 85.755 54.85 45.4654 40.7382 42.6444 36.2815 56.6652 16.7995 19.5806 34.1218 13.8624 11.9002 8.11145 9.05044 6.17622 3.23504 3.18466 3.34572 3.07027 2.8201 0.446494
threshold=-0.058704999999999993 0.30112000000000005 -0.033174999999999989 0.11745500000000002 -0.069389999999999993 -0.116045 -0.083289999999999989 0.082200000000000009 -0.0041249999999999993 -0.078964999999999994 0.084735000000000019 -1.0000000180025095e-35 -0.10175499999999998 0.088060000000000013 0.086290000000000019 -0.097074999999999981 -0.093979999999999994 0.20019500000000004 -0.083154999999999993 0.088685000000000014 -0.020694999999999995 -0.093224999999999988 -0.085164999999999977 0.090515000000000012 0.030935000000000004 -0.055879999999999992 -0.081869999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 8 13 -2 -7 11 -4 10 -10 -6 -13 14 15 -1 -15 18 19 -17 22 -20 -18 -24 26 -14 -22
right_child=1 -3 3 -5 7 6 -8 -9 9 -11 -12 12 25 16 -16 17 20 -19 21 -21 24 -23 23 -25 -26 -27 -28
leaf_value=0.0072672749275841404 0.0051429195730018206 0.00015156935930641033 0.0093087112483784609 0.003687714478341265 0.0084983313515181735 0.0036301546720734416 0.00076444376077075744 0.0048116905266710405 0.0089098800994124178 0.0058012218977584878 0.006525060111098332 0.0053733454650293022 0.0078202920059910301 0.0069907700989229318 0.0094483023483612188 0.0089697599313276859 0.0082989707931028448 0.0076657714788683261 0.0080049747990557432 0.0080348831614705084 0.0083940426403404794 0.0085191566698578376 0.0073700592338751458 0.0080023256825356368 0.0088773640376647745 0.0071979430221686628 0.0081016756488337376
leaf_weight=101 58 104 61 73 67 90 93 52 76 60 58 83 81 52 88 337 69 59 79 53 57 181 62 95 53 55 52
leaf_count=101 58 104 61 73 67 90 93 52 76 60 58 83 81 52 88 337 69 59 79 53 57 181 62 95 53 55 52
internal_value=0 0.00438745 0.00516163 0.00683171 0.0080308 0.00288855 0.00217393 0.00678995 0.00773167 0.00723568 0.00787781 0.00714956 0.00673682 0.00834424 0.00850877 0.00840667 0.0080084 0.00856895 0.0086509 0.00884277 0.00814473 0.00836301 0.00791964 0.00775278 0.0084586 0.00756877 0.00825477
internal_weight=0 673 569 328 1676 241 183 338 255 194 134 286 219 1338 898 810 440 709 650 390 388 260 226 157 162 136 109
internal_count=2349 673 569 328 1676 241 183 338 255 194 134 286 219 1338 898 810 440 709 650 390 388 260 226 157 162 136 109
is_linear=0
shrinkage=0.00209259


Tree=515
num_leaves=25
num_cat=0
split_feature=1 52 2 52 124 2 3 2 2 1 3 3 0 15 0 2 3 158 0 52 52 16 16 3
split_gain=1829.07 444.061 252.803 155.958 123.72 83.8394 77.7224 91.8881 123.485 54.5007 82.4907 49.2259 38.1066 33.4009 23.8335 19.0048 11.6846 11.2152 9.81093 7.77202 21.498 6.23474 6.23253 3.97174
threshold=0.10312500000000001 -0.41304999999999997 0.14983000000000005 0.220975 -0.080389999999999989 0.09857500000000001 -0.12077499999999998 -0.0050599999999999994 0.10322500000000003 0.089790000000000023 -0.14443999999999999 0.085315000000000016 0.048655000000000011 0.087450000000000014 -0.087084999999999982 0.092365000000000017 -0.072579999999999992 0.08962500000000001 -0.10566999999999999 -0.085924999999999987 0.044705000000000002 -0.0043999999999999994 -0.067914999999999989 -0.077354999999999993
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=4 -2 3 6 -1 9 -3 -8 -9 10 -6 -10 19 14 -11 17 21 18 -12 -7 -21 -17 -22 -15
right_child=1 2 -4 -5 5 12 7 8 11 13 15 -13 -14 23 -16 16 -18 -19 -20 20 22 -23 -24 -25
leaf_value=0.006948496876338933 0.010119854195187595 0.0071462276905680877 0.0010563964149349467 0.0086106535953271082 0.012248621511018486 0.0096325274009688953 0.0025276829268186811 0.0077279146641123456 0.0030063229656539627 0.0072581311861938825 0.0092665298500258647 0.0051750956086509961 0.0072305923072700099 0.0094405074499568902 0.0091809584189986911 0.0094682398514573697 0.010271554673868978 0.010967428790936455 0.010145320529510241 0.0079778460953387961 0.0098652036516276419 0.0085763581262301991 0.0089293992078001341 0.010206201012137026
leaf_weight=68 74 53 68 53 75 93 78 57 76 53 58 105 52 58 56 91 53 66 792 68 64 53 58 59
leaf_count=68 74 53 68 53 75 93 78 57 76 53 58 105 52 58 56 91 53 66 792 68 64 53 58 59
internal_value=0 0.00543526 0.00472775 0.00531929 0.00966459 0.00977018 0.00484649 0.0044607 0.00509412 0.00998893 0.0101648 0.00426457 0.00884679 0.00906458 0.00824621 0.0100243 0.00944464 0.010149 0.0100854 0.00914368 0.00890429 0.00914013 0.00942049 0.00982681
internal_weight=0 564 490 422 1817 1749 369 316 238 1414 1188 181 335 226 109 1113 197 916 850 283 190 144 122 117
internal_count=2381 564 490 422 1817 1749 369 316 238 1414 1188 181 335 226 109 1113 197 916 850 283 190 144 122 117
is_linear=0
shrinkage=0.00205156


Tree=516
num_leaves=19
num_cat=0
split_feature=1 52 1 124 3 4 3 11 3 50 160 4 11 16 52 151 1 43
split_gain=2210.01 422.925 273.8 185.805 121.669 77.5171 68.195 58.4549 72.0589 51.2219 45.1197 41.133 40.813 38.6983 33.6438 28.4561 20.4557 7.00441
threshold=0.104035 -0.41304999999999997 0.13662500000000002 -0.080389999999999989 -0.049204999999999992 0.054560000000000004 -0.10468499999999999 1.0000000180025095e-35 -0.11756999999999999 0.12045500000000002 -1.0000000180025095e-35 -0.46376499999999993 0.083010000000000014 -0.085314999999999988 0.038145000000000005 0.0044600000000000013 0.11663000000000003 -1.0000000180025095e-35
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 -1 6 7 -3 8 -5 11 -6 -10 -9 -4 17 -13 -12 -7
right_child=1 2 13 5 10 14 -8 12 9 -11 16 15 -14 -15 -16 -17 -18 -19
leaf_value=0.0076807630899346164 0.011495613156151574 0.0064195672710304552 0.0010140874835974623 0.0088325916272743738 0.0069330348834995992 0.0097737437222010833 0.010004229432313817 0.014624584692414712 0.013405612268671648 0.0094629360064334249 0.0052891801055015945 0.011562615032219959 0.011725606121763203 0.0036237507070687536 0.011209321311104477 0.0098302712615201942 0.0036889504327019028 0.0086878002617198427
leaf_weight=78 62 61 71 57 58 69 53 52 63 64 96 1226 52 53 76 53 77 60
leaf_count=78 62 61 71 57 58 69 53 52 63 64 96 1226 52 53 76 53 77 60
internal_value=0 0.0058243 0.00507452 0.0111716 0.00613288 0.0113253 0.00808634 0.0115002 0.0113811 0.0114844 0.00516873 0.0115808 0.0131753 0.00212971 0.00998836 0.0114908 0.00457708 0.00926885
internal_weight=0 531 469 1850 345 1772 114 1567 1463 1406 231 1342 104 124 205 1279 173 129
internal_count=2381 531 469 1850 345 1772 114 1567 1463 1406 231 1342 104 124 205 1279 173 129
is_linear=0
shrinkage=0.00231039


Tree=517
num_leaves=20
num_cat=0
split_feature=1 52 1 124 3 14 12 4 3 4 3 16 12 0 15 4 4 16 52
split_gain=1438.76 302.974 187.386 125.342 112.406 95.2603 63.6193 59.0602 49.6226 60.9542 44.2406 38.899 28.318 41.9694 54.7202 16.0338 13.5275 8.59316 5.3451
threshold=0.104035 -0.41304999999999997 0.12394500000000001 -0.080389999999999989 -0.036844999999999996 0.062655000000000016 0.11769500000000001 0.032965000000000001 -0.11756999999999999 -0.21586499999999997 0.31534000000000006 -0.38959499999999997 0.091475000000000015 -0.11169999999999998 -0.097269999999999981 -0.38908499999999996 -0.00059999999999999995 0.19578000000000004 0.0029250000000000005
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 -1 -3 6 8 -6 9 -5 11 -4 13 14 -10 -15 17 -14 -18
right_child=1 2 10 5 7 -7 -8 -9 12 -11 -12 -13 16 15 -16 -17 18 -19 -20
leaf_value=0.0069676296815794347 0.010320711611695305 0.0081272633504211305 0.002623667170643391 0.010264767697676124 0.003565672610393862 0.012644107301328682 0.0075927132901617888 0.0064009180356500352 0.010608512311289484 0.0070161964433737792 0.0015971296767148203 0.0049788885179682559 0.0099681492033583605 0.011676503863142363 0.0073002962650170668 0.010363140182535072 0.0085251746870137028 0.0089503863549396899 0.0094970878090603894
leaf_weight=78 62 100 67 58 78 68 64 79 52 66 60 85 321 53 55 858 71 52 54
leaf_count=78 62 100 67 58 78 68 64 79 52 66 60 85 321 53 55 858 71 52 54
internal_value=0 0.00552048 0.00488585 0.00983505 0.00621234 0.00996126 0.00985418 0.00499248 0.00994242 0.00853589 0.00327768 0.00394089 0.0100574 0.0102786 0.00890826 0.0104396 0.00960522 0.00982633 0.00894524
internal_weight=0 531 469 1850 257 1772 1704 157 1640 124 212 152 1516 1018 107 911 498 373 125
internal_count=2381 531 469 1850 257 1772 1704 157 1640 124 212 152 1516 1018 107 911 498 373 125
is_linear=0
shrinkage=0.00231039


Tree=518
num_leaves=20
num_cat=0
split_feature=1 52 2 124 12 12 14 0 1 2 4 0 4 0 13 1 12 4 52
split_gain=2802.91 506.509 304.008 255.846 210.914 132.37 121.381 106.154 92.6036 87.9568 82.7237 71.9432 57.9575 77.6888 32.1708 32.9951 28.2128 25.4877 12.9079
threshold=0.104035 -0.41304999999999997 0.14983000000000005 -0.080389999999999989 0.088745000000000004 0.11769500000000001 0.062655000000000016 -0.10653 0.085425000000000015 -0.0050599999999999994 0.24099500000000004 -0.076539999999999983 -0.46376499999999993 -0.032619999999999989 -0.010419999999999997 0.11249000000000002 -0.080579999999999985 0.054560000000000004 0.11614000000000001
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 -1 9 6 7 8 -5 -3 -6 17 -13 -14 16 -16 -11 18 -9
right_child=1 2 -4 5 10 -7 -8 11 -10 14 -12 12 13 -15 15 -17 -18 -19 -20
leaf_value=0.018459754062077879 0.021836357781129002 0.014369992600587671 0.012732013017945333 0.021646516332267218 0.02071535630730249 0.019318429153347971 0.024375480779593981 0.02238746777435895 0.018778823863833217 0.016914296047802948 0.017492335204207989 0.022543323068830889 0.021358911315937437 0.018921911451445783 0.016299678871111584 0.018270714662431388 0.015045608988084071 0.021095894172379094 0.021773940101597836
leaf_weight=78 62 73 68 85 53 67 65 870 67 53 53 102 268 52 53 61 55 62 134
leaf_count=78 62 73 68 85 53 67 65 870 67 53 53 102 268 52 53 61 55 62 134
internal_value=0 0.0169419 0.0162949 0.0216904 0.016899 0.0218326 0.0219314 0.0218345 0.0203826 0.0161066 0.019104 0.0219828 0.021345 0.020963 0.0166776 0.0173545 0.0159628 0.0222353 0.0223056
internal_weight=0 531 469 1850 401 1772 1705 1640 152 295 106 1488 422 320 222 114 108 1066 1004
internal_count=2381 531 469 1850 401 1772 1705 1640 152 295 106 1488 422 320 222 114 108 1066 1004
is_linear=0
shrinkage=0.00182172


Tree=519
num_leaves=27
num_cat=0
split_feature=1 3 124 4 2 2 2 2 1 156 11 2 3 3 4 50 159 2 13 3 4 1 43 157 2 3
split_gain=3085.8 592.503 341.38 317.643 220.858 225.652 174.686 120.282 87.1184 67.6845 53.5743 50.1673 34.1626 74.5621 32.9872 32.2471 26.3584 24.3522 15.3419 14.1032 22.1268 7.76212 7.57425 6.89948 3.92046 2.55108
threshold=0.104035 -0.058704999999999993 -0.080389999999999989 0.30163500000000004 0.14983000000000005 -1.0000000180025095e-35 0.096120000000000025 0.10672500000000001 0.089790000000000023 0.0010500000000000004 1.0000000180025095e-35 0.12131500000000002 0.085315000000000016 0.149315 -0.036279999999999993 0.089465000000000017 -1.0000000180025095e-35 0.089045000000000013 -0.053824999999999991 -0.097224999999999992 0.0099250000000000015 0.087070000000000022 -0.0040649999999999983 -0.082259999999999986 0.091955000000000023 -0.077689999999999995
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 3 -1 14 5 -3 8 -7 10 11 17 16 -9 -14 -2 18 -8 21 -10 -18 -21 23 24 -4 -19 -24
right_child=1 4 6 -5 -6 7 9 12 15 -11 -12 -13 13 -15 -16 -17 19 22 -20 20 -22 -23 25 -25 -26 -27
leaf_value=0.020966224039993164 0.025958038276385081 0.015515658162577195 0.026922195367044086 0.018717391693440066 0.014033016918513488 0.022584279000630755 0.025591377854960622 0.017498353476150651 0.024687024818978415 0.02632921053975712 0.028058778539670221 0.022127827375347242 0.021296225218942432 0.017726601402081318 0.023683909341472527 0.025679182593571249 0.023067537596392362 0.026064063944451821 0.023223261990554283 0.025011094971015651 0.023561404629965688 0.025638625883552837 0.024707324166692957 0.026247826650048749 0.025444992652187713 0.025404783155665765
leaf_weight=78 52 78 82 62 57 52 61 56 74 67 64 56 55 52 67 92 56 108 60 98 96 86 52 575 92 53
leaf_count=78 52 78 82 62 57 52 61 56 74 67 64 56 55 52 67 92 56 108 60 98 96 86 52 575 92 53
internal_value=0 0.0195005 0.0253381 0.0226363 0.0178788 0.0186269 0.0255305 0.0197555 0.0259124 0.0243529 0.0261583 0.0239921 0.0188529 0.0195617 0.0246778 0.0247025 0.0243277 0.0260422 0.0240318 0.0240192 0.0242938 0.0262518 0.0255317 0.026332 0.0257794 0.0250596
internal_weight=0 531 1850 181 350 293 1772 215 1338 434 1112 367 163 107 119 226 311 1048 134 250 194 743 305 657 200 105
internal_count=2381 531 1850 181 350 293 1772 215 1338 434 1112 367 163 107 119 226 311 1048 134 250 194 743 305 657 200 105
is_linear=0
shrinkage=0.00213444


Tree=520
num_leaves=21
num_cat=0
split_feature=1 3 2 2 2 4 2 2 4 1429 11 52 16 16 1 4 4 52 43 15
split_gain=1849.32 375.211 203.833 151.382 120.922 119.105 89.2105 64.0272 36.8326 40.7141 41.0328 27.0033 47.3062 46.3868 21.7476 18.0933 16.0665 13.9227 10.2434 6.53477
threshold=0.104035 -0.06340999999999998 0.14271500000000001 0.114165 -1.0000000180025095e-35 0.25472500000000003 0.10000000000000002 0.10859000000000001 -0.17689999999999997 0.084770000000000012 0.074925000000000005 -0.51745999999999992 -0.015159999999999998 0.26538000000000006 0.094005000000000019 0.0049200000000000008 -0.082249999999999976 0.087765000000000024 -0.067799999999999985 -0.092534999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 15 -3 6 8 -6 -1 10 14 -8 17 -14 16 -2 -10 -13 -16 -9
right_child=1 2 -4 -5 7 -7 11 19 9 -11 -12 12 13 -15 18 -17 -18 -19 -20 -21
leaf_value=0.013359689846788767 0.011455929249916771 0.0024444966706849386 0.00067049427681617414 0.0051610721525058223 0.0083007199488395467 0.0073430320294868585 0.011460884019055205 0.004543365792081663 0.011994693374561074 0.0095673549216232917 0.013635179531909725 0.0096409908004279812 0.0068592337410215334 0.0098984494212862942 0.0094481418829716023 0.0094181438692287119 0.011287947653970135 0.0113377462591176 0.011020308346434079 0.0057393289152358308
leaf_weight=62 52 75 87 54 66 55 63 57 282 79 54 52 60 72 52 63 831 81 57 63
leaf_count=62 52 75 87 54 66 55 63 57 282 79 54 52 60 72 52 63 831 81 57 63
internal_value=0 0.00556675 0.00405223 0.00868523 0.00517937 0.0110405 0.011157 0.006282 0.0114346 0.0113465 0.0114566 0.00995755 0.00960005 0.00851719 0.0113603 0.0103398 0.011467 0.0106746 0.0102705 0.00517147
internal_weight=0 517 348 169 261 1800 1745 186 1417 1355 1276 328 265 132 1222 115 1113 133 109 120
internal_count=2317 517 348 169 261 1800 1745 186 1417 1355 1276 328 265 132 1222 115 1113 133 109 120
is_linear=0
shrinkage=0.00255085


Tree=521
num_leaves=24
num_cat=0
split_feature=1 3 2 10 3 151 4 39 4 4 3 16 16 160 3 4 3 15 16 159 0 0 50
split_gain=106.044 52.1966 34.9102 28.1832 22.4626 17.6944 23.7245 18.6447 12.5874 10.7291 10.6515 12.4028 11.2976 31.3247 20.1824 13.2486 9.42029 6.01764 5.96937 6.75909 8.12573 5.89595 5.21819
threshold=0.10322500000000003 -0.036004999999999988 0.10322500000000003 -0.0091199999999999979 0.091170000000000015 -0.0033899999999999994 0.056815000000000011 0.095830000000000012 0.25472500000000003 0.054560000000000004 -0.046989999999999997 -0.004174999999999999 -0.0013749999999999997 -0.080669999999999978 -0.11327499999999999 -0.050094999999999994 -0.081734999999999988 -0.071244999999999989 -0.098324999999999982 0.042925000000000005 -0.09194999999999999 -0.10147999999999999 0.089915000000000009
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 17 -3 9 -5 -7 -8 -4 10 12 -12 18 -14 -15 -16 -11 -2 22 20 -20 -18 -1
right_child=1 3 8 5 -6 6 7 -9 -10 16 11 -13 13 14 15 -17 21 -19 19 -21 -22 -23 -24
leaf_value=0.010229238639998181 0.010122332413449791 -0.00079108652087455376 0.0060279124937964116 0.0059802868369816129 0.0042860232807724963 -0.00054392737524594265 0.005623365275759639 0.0012232534952657573 0.002055042045969803 0.004082582215835644 0.0076399153435762375 0.011256961263809546 0.0025454200213794551 0.01047295076499557 0.0039992755339307339 0.0072511264117771403 0.0083354597960667801 0.0074081048561994399 0.0052018077640844746 0.0091084395750849426 0.0074877047316932984 0.0058755395210426924 0.0076413127317241005
leaf_weight=53 54 60 55 75 86 55 85 52 52 58 82 52 58 52 55 178 55 56 56 79 776 81 52
leaf_count=53 54 60 55 75 86 55 85 52 52 58 82 52 58 52 55 178 55 56 56 79 776 81 52
internal_value=0 0.00425154 0.00645181 0.00279124 0.00717212 0.00359649 0.002665 0.0039537 0.00409775 0.00731921 0.00748571 0.00904401 0.00733201 0.00642296 0.00721185 0.00648379 0.00603754 0.00874111 0.00763885 0.00748787 0.00733392 0.00687081 0.00894819
internal_weight=0 544 217 327 1773 267 192 137 107 1687 1493 134 1359 343 285 233 194 110 1016 911 832 136 105
internal_count=2317 544 217 327 1773 267 192 137 107 1687 1493 134 1359 343 285 233 194 110 1016 911 832 136 105
is_linear=0
shrinkage=0.00578584


Tree=522
num_leaves=26
num_cat=0
split_feature=4 3 3 43 14 43 4 3 0 43 3 0 11 4 4 3 48 3 4 12 12 13 43 157 133
split_gain=2005.13 622.413 229.298 276.295 182.826 103.92 85.5998 116.538 80.0284 80.5325 56.4131 48.9171 42.9793 39.596 34.6877 25.1223 18.9542 16.8727 15.8285 13.5882 11.1981 8.15721 7.76855 7.68289 5.94905
threshold=0.30163500000000004 -0.058704999999999993 0.20828500000000003 -0.033174999999999989 -0.41790499999999997 -0.090809999999999988 -0.14538499999999996 0.091170000000000015 -0.076969999999999997 -0.116045 0.12566000000000002 -0.099059999999999995 1.0000000180025095e-35 -0.47860499999999995 0.0049200000000000008 -0.088784999999999989 0.083570000000000019 -0.0062049999999999996 0.0015850000000000003 0.090905000000000014 0.086700000000000013 -0.080479999999999982 0.03851000000000001 -0.0021849999999999994 0.08784500000000002
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=1 8 3 5 -2 -3 -5 17 12 -10 11 -6 14 -11 16 -15 20 -8 22 -16 24 -18 -17 -22 -1
right_child=4 2 -4 6 10 -7 7 -9 9 13 -12 -13 -14 15 19 18 21 -19 -20 -21 23 -23 -24 -25 -26
leaf_value=0.011754025329873614 0.0072357069059275306 0.0086994675840181314 0.0039078731390324653 0.011956032747132474 0.0051358048866199718 0.0051000788078819862 0.009492689598832758 0.0066134338926523714 0.0076519246467682718 0.012096758243548509 0.0010587878337855298 0.0025791539965430415 0.012950007371114174 0.0089380838022308801 0.010769257280130676 0.010970468038826819 0.010971660045025157 0.011090482511182956 0.0095522933865303545 0.0094920929520944022 0.010442610420214469 0.0097797172540711758 0.010060506011334807 0.011223413002219004 0.011039827709412664
leaf_weight=283 57 57 54 72 57 102 56 55 54 56 55 85 58 63 75 156 52 66 71 78 68 54 60 406 67
leaf_count=283 57 57 54 72 57 102 56 55 54 56 55 85 58 63 75 156 52 66 71 78 68 54 60 406 67
internal_value=0 0.0102246 0.00804194 0.00858904 0.00386892 0.00639057 0.00999279 0.00919405 0.0108544 0.0101023 0.00289466 0.00360558 0.0111576 0.0104282 0.0110616 0.0101612 0.0112168 0.0103573 0.0104296 0.0101183 0.0113264 0.0103647 0.0107178 0.0111114 0.0116174
internal_weight=0 2063 462 408 254 159 249 177 1601 460 197 142 1141 406 1083 350 930 122 287 153 824 106 216 474 350
internal_count=2317 2063 462 408 254 159 249 177 1601 460 197 142 1141 406 1083 350 930 122 287 153 824 106 216 474 350
is_linear=0
shrinkage=0.00213444


Tree=523
num_leaves=20
num_cat=0
split_feature=4 2 3 39 2 15 4 2 16 49 15 3 159 2 133 2 49 43 4
split_gain=1572.34 513.178 217.626 144.782 79.831 63.7912 54.2398 35.7786 57.5 34.7321 33.5511 29.0689 24.4462 15.7378 14.7277 13.597 13.3666 13.229 11.8864
threshold=0.30163500000000004 0.14234000000000005 0.10812000000000001 0.081875000000000017 0.14019000000000004 0.022565000000000005 -0.13833499999999996 0.10293500000000001 0.25761500000000009 -0.0086549999999999978 -0.006494999999999999 -0.084934999999999997 0.037030000000000007 0.10045500000000002 0.032620000000000003 0.12015500000000001 0.091235000000000011 -0.081414999999999987 -0.085574999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 7 -7 10 -9 -5 12 -12 -1 -2 17 -15 -10 -8 -16
right_child=4 -3 -4 9 -6 6 14 8 16 -11 11 -13 -14 15 18 -17 -18 -19 -20
leaf_value=0.0090467882175588876 0.0031004108327028434 0.003048523302935883 0.0055864747106267624 0.0057922977292772541 0.0011016213182674631 0.011771169581669752 0.0087309771177899211 0.0067725569381745605 0.0096791886980668908 0.0079576157299513384 0.0068319418788741326 0.0090709093588295896 0.010046763961513196 0.0050942578720912469 0.0099824527270166146 0.0035694732399759702 0.008261499547784313 0.0098731831950772779 0.0088838050927260281
leaf_weight=500 80 70 85 63 67 53 52 88 67 73 52 54 144 55 58 52 56 443 205
leaf_count=500 80 70 85 63 67 53 52 88 67 73 52 54 144 55 58 52 56 443 205
internal_value=0 0.00872934 0.00892886 0.00907774 0.00310121 0.00924067 0.00968182 0.00886836 0.0080909 0.00695473 0.00908705 0.00797276 0.00927042 0.00381751 0.0095357 0.00435345 0.00903392 0.00975324 0.00912618
internal_weight=0 2063 1993 1908 254 1772 811 961 211 136 750 106 644 187 758 107 123 495 263
internal_count=2317 2063 1993 1908 254 1772 811 961 211 136 750 106 644 187 758 107 123 495 263
is_linear=0
shrinkage=0.00213444


Tree=524
num_leaves=22
num_cat=0
split_feature=1 3 4 4 1 40 0 4 0 0 15 48 4 3 3 160 0 4 4 3 0
split_gain=1972.83 380.88 185.387 108.769 101.36 46.2881 45.8118 62.5609 66.5784 40.3864 28.2439 31.0598 22.5914 19.6145 19.63 17.0785 14.9973 14.716 12.9395 9.70481 7.15877
threshold=0.10384000000000002 -0.058704999999999993 0.30163500000000004 0.25472500000000003 0.13630500000000004 -0.024094999999999995 -0.079249999999999987 -0.49269499999999994 -0.030209999999999997 -0.065794999999999979 -0.15614499999999998 0.083570000000000019 0.046720000000000005 0.045635000000000002 -0.013119999999999998 0.062030000000000009 -0.094314999999999996 0.0015850000000000003 -0.036279999999999993 -0.09224499999999998 -0.14822499999999997
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 18 5 13 -1 10 -8 17 -6 -7 12 15 14 -3 -12 -13 19 -2 -9 -15
right_child=1 4 -4 -5 9 6 7 8 -10 -11 11 16 -14 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.009199340889620251 0.011091424950315442 0.0054129136271697364 0.005093631200245822 0.0075505969199939653 0.0037131247374519822 0.01308456841705956 0.012668268704913374 0.0098365688921224839 0.0077232533776357649 0.00086391806414052598 0.011481867821944859 0.0092244158017019268 0.010368054169898904 0.0052018030591037641 0.0034879814147674585 0.012652272226591202 0.010869142696369629 0.0095960019133882468 0.0094871177554651173 0.010950087159392699 0.0064610966304694973
leaf_weight=77 54 59 63 54 58 55 70 55 55 58 747 53 98 54 65 81 84 77 65 283 52
leaf_count=77 54 59 63 54 58 55 70 55 55 58 747 53 98 54 65 81 84 77 65 283 52
internal_value=0 0.00561577 0.00844258 0.0109257 0.00412876 0.0110308 0.0111158 0.0105379 0.0102205 0.00228874 0.0113949 0.0113075 0.0114664 0.00505666 0.00440408 0.0115964 0.0102331 0.0105514 0.0102153 0.010769 0.00581981
internal_weight=0 528 182 1789 346 1735 1658 540 470 116 1118 1063 926 230 124 828 137 415 119 338 106
internal_count=2317 528 182 1789 346 1735 1658 540 470 116 1118 1063 926 230 124 828 137 415 119 338 106
is_linear=0
shrinkage=0.00241377


Tree=525
num_leaves=25
num_cat=0
split_feature=4 3 2 2 2 4 0 2 2 3 42 4 2 16 52 3 4 15 2 0 42 2 13 4
split_gain=2180.67 835.418 429.235 253.832 222.455 95.7788 92.6209 77.5668 75.1533 102.286 53.437 83.4231 38.7916 33.8155 29.8266 47.6229 16.4988 15.6168 13.4129 11.93 11.5079 11.054 10.0836 15.5463
threshold=0.30163500000000004 -0.06340999999999998 0.14271500000000001 -0.0091949999999999983 0.10774000000000002 -0.030434999999999993 -0.10220499999999998 0.13673000000000005 0.095935000000000006 -0.14162499999999997 -0.0043149999999999994 0.016695000000000005 -0.0050599999999999994 0.0055300000000000011 -0.53937999999999986 -0.097224999999999992 0.052250000000000012 -0.41971499999999995 0.090310000000000015 -0.085669999999999982 0.084535000000000013 0.084675000000000014 -0.0025349999999999995 0.0030100000000000001
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 8 3 -3 5 -5 -6 12 9 -1 -7 -12 -2 16 -10 -16 18 -14 19 -11 -20 -15 23 -17
right_child=7 2 -4 4 6 10 -8 -9 14 13 11 -13 17 21 15 22 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.01160486385198754 0.0017604627432591916 0.0030275437987060442 0.001321488481790053 0.010015054277333362 0.0036386145144316861 0.0089030740488277357 0.0071519237855586035 0.0005273146517775464 0.0095495791847974004 0.0098604026804953709 0.0052659043980644426 0.0085953497669328683 0.0044775427928395251 0.0080725649588175991 0.0066409655263050859 0.0094236653784439527 0.0084875491937154244 0.0029934262380973665 0.0082375076182241071 0.0093712399817724203 0.0094048990032912071 0.0090112548271090807 0.0078141724624665593 0.0081747595794564934
leaf_weight=78 64 56 59 98 65 77 53 70 68 352 64 54 52 102 67 79 69 59 57 440 79 95 54 77
leaf_count=78 64 56 59 98 65 77 53 70 68 352 64 54 52 102 67 79 69 59 57 440 79 95 54 77
internal_value=0 0.00849226 0.00633346 0.00696662 0.00750328 0.00842403 0.0052168 0.002282 0.00919449 0.00941602 0.00762434 0.00678973 0.00298375 0.00927301 0.00837766 0.00808989 0.00942072 0.00368888 0.00949008 0.00958867 0.00891578 0.00852534 0.00855206 0.00880735
internal_weight=0 2143 526 467 411 293 118 245 1617 1272 195 118 175 1194 345 277 997 111 928 792 136 197 210 156
internal_count=2388 2143 526 467 411 293 118 245 1617 1272 195 118 175 1194 345 277 997 111 928 792 136 197 210 156
is_linear=0
shrinkage=0.00197189


Tree=526
num_leaves=19
num_cat=0
split_feature=1 2 52 2 2 14 3 151 1 49 52 13 49 51 2 43 51 4
split_gain=113.752 43.7511 27.9962 21.107 37.7912 17.3243 15.3289 12.185 17.1487 9.03615 12.8533 16.0528 8.37827 10.1765 7.75486 9.41241 4.2213 1.70487
threshold=0.10335000000000001 0.14823500000000003 -0.41304999999999997 -0.0050599999999999994 1.0000000180025095e-35 0.062655000000000016 0.091170000000000015 -0.00099499999999999979 0.11249000000000002 -0.0090499999999999973 -0.085924999999999987 -0.06928999999999999 0.12001000000000002 -0.14619499999999999 0.094835000000000017 -0.089939999999999978 -0.086159999999999987 -0.0068249999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 9 -6 -9 10 -1 17 13 -11 16 -16 -15 -12
right_child=1 -3 3 4 7 -7 -8 8 -10 12 11 -13 -14 14 15 -17 -18 -19
leaf_value=0.010008298383193212 0.0098895758441317483 0.00014530393555789429 0.0023032334767604432 0.010054653539160562 0.0067670399653045506 0.011972959353415443 0.0058153579647492251 0.00017794398708079792 0.0051389699679489365 0.011575729479347154 0.0086715925751237009 0.003179548540537759 0.0064665237572275967 0.0072189150529615269 0.0053638918079044794 0.0084823886104045555 0.0092527864538571522 0.0069484806695860801
leaf_weight=65 70 75 96 82 78 73 95 52 94 70 58 52 66 52 58 237 961 54
leaf_count=65 70 75 96 82 78 73 95 52 94 70 58 52 66 52 58 237 961 54
internal_value=0 0.0050628 0.00584402 0.00513939 0.00602892 0.00866224 0.0085255 0.00455488 0.00337254 0.00867935 0.00739855 0.00636375 0.00888241 0.00899807 0.00886007 0.00786951 0.00914846 0.00784147
internal_weight=0 547 472 402 306 1841 1768 224 146 1673 229 164 1444 1378 1308 295 1013 112
internal_count=2388 547 472 402 306 1841 1768 224 146 1673 229 164 1444 1378 1308 295 1013 112
is_linear=0
shrinkage=0.00692968


Tree=527
num_leaves=20
num_cat=0
split_feature=1 2 4 13 12 11 4 133 4 15 4 16 15 42 151 0 51 15 51
split_gain=78.8664 32.4776 33.2733 19.9947 17.0099 23.301 16.8792 13.4375 13.0924 21.0289 11.5513 15.2012 26.5504 25.2942 12.8699 8.3398 10.798 3.04129 2.31762
threshold=0.10141500000000002 0.14106500000000002 -0.0086449999999999982 -0.00067499999999999993 0.11844 0.077415000000000012 0.036620000000000007 0.008405000000000001 0.40780000000000005 -0.42759999999999992 -0.49432999999999994 0.0055300000000000011 -0.01163 0.087075000000000014 0.009020000000000002 -0.15270499999999995 0.11524000000000002 -0.064999999999999988 -0.015609999999999997
decision_type=2 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 10 -4 8 -8 -10 -1 14 17 -14 15 -12 -17 18 -13
right_child=1 -3 6 -5 -6 -7 7 -9 9 -11 11 12 13 -15 -16 16 -18 -19 -20
leaf_value=0.0080497250001442706 0.0042377872939797388 0.00051400051792400557 0.00012036829738566436 0.0079885140469127276 0.0028859778144604948 0.0088051656588718566 0.0056396560381617991 0.0010818688329752486 0.005247970096117412 0.00070358905512106636 0.007885322523008071 0.0059186161704689599 -0.00028750038518320661 0.0050105946624277933 0.0032402858277399815 0.0059449201287459265 0.0034272635176543979 0.0065784692975832306 0.0043375004523816567
leaf_weight=58 95 97 53 76 62 73 93 55 59 62 62 56 55 52 55 1145 53 72 55
leaf_count=58 95 97 53 76 62 73 93 55 59 62 62 56 55 52 55 1145 53 72 55
internal_value=0 0.00339594 0.00396286 0.00590512 0.00569143 0.00579159 0.00293123 0.00348483 0.00410214 0.00291993 0.00565927 0.00557285 0.00444314 0.00228673 0.00582195 0.00593459 0.00583359 0.00570367 0.0051357
internal_weight=0 590 493 171 1798 1736 322 269 214 121 1663 1605 290 107 1315 1260 1198 183 111
internal_count=2388 590 493 171 1798 1736 322 269 214 121 1663 1605 290 107 1315 1260 1198 183 111
is_linear=0
shrinkage=0.00544725


Tree=528
num_leaves=17
num_cat=0
split_feature=3 1 4 4 13 42 1 12 14 3 13 1 484 150 3 4
split_gain=62.0039 31.4611 24.0154 21.1304 13.4582 29.086 12.699 12.0435 16.3637 9.83014 9.23081 6.23662 6.22207 9.34135 9.5003 3.75611
threshold=0.31534000000000006 0.10141500000000002 -0.0087849999999999977 0.054560000000000004 1.0000000180025095e-35 0.086700000000000013 0.11189500000000001 0.11769500000000001 0.062655000000000016 0.091170000000000015 -1.0000000180025095e-35 0.12258000000000001 0.088435000000000014 0.089910000000000018 -0.13795999999999997 -0.013514999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 -4 5 -5 10 8 9 12 -3 -7 13 14 -1 -14
right_child=-2 2 3 4 -6 11 -8 -9 -10 -11 -12 -13 15 -15 -16 -17
leaf_value=0.0071239569729480987 -0.00085884381521466973 0.0021353942668701363 -0.00033998003999831627 0.0061785137453725545 0.00090925393231445974 0.0031524994913212749 0.0068420376136805582 0.0025510178987070268 0.0077414281910115346 0.0029322565007503022 0.0054502499747673553 0.00050034781239108989 0.0051496255002757589 0.003019750564669342 0.0049192354959528683 0.0071369906449463491
leaf_weight=66 69 54 68 96 64 63 74 65 69 76 54 52 56 79 1315 68
leaf_count=66 69 54 68 96 64 63 74 65 69 76 54 52 56 79 1315 68
internal_value=0 0.00458974 0.00336967 0.00248676 0.00318595 0.00387623 0.00503328 0.00494676 0.00503679 0.00492433 0.00379338 0.00195379 0.00501987 0.0049162 0.00502465 0.00623996
internal_weight=0 2319 525 343 275 211 182 1794 1729 1660 108 115 1584 1460 1381 124
internal_count=2388 2319 525 343 275 211 182 1794 1729 1660 108 115 1584 1460 1381 124
is_linear=0
shrinkage=0.00566488


Tree=529
num_leaves=31
num_cat=0
split_feature=1 52 2 2 2 2 1 4 11 2 160 16 2 52 16 52 2 403 48 160 52 2 52 4 16 16 4 131 151 403
split_gain=1381.3 302.691 208.1 107.604 197.968 86.7728 77.5876 113.587 47.2142 37.7993 22.5087 30.9588 17.4438 27.7456 17.0429 20.4179 16.1717 12.3245 8.87239 7.66549 14.9986 19.2523 10.4916 6.6136 6.02567 5.38669 3.67756 3.481 2.04842 2.97329
threshold=0.10396500000000002 -0.41304999999999997 0.14106500000000002 -0.0050599999999999994 1.0000000180025095e-35 0.090115000000000015 0.089710000000000026 -0.14236999999999997 0.075910000000000019 0.12131500000000002 -1.0000000180025095e-35 -0.42004999999999992 0.074875000000000011 -0.075829999999999995 0.21684500000000004 -0.44579999999999992 0.085730000000000015 -0.011089999999999997 0.086260000000000017 0.0065900000000000012 0.057125000000000002 0.096930000000000016 0.098380000000000009 -0.0062699999999999987 -0.083479999999999985 -0.082264999999999991 -0.03463999999999999 0.08482000000000002 -0.0060399999999999994 -0.090799999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 8 9 -8 12 14 -6 -12 13 -1 19 -16 17 25 28 20 21 -7 -22 24 -15 -14 -19 -26 -18 -30
right_child=1 2 -4 4 10 6 7 -9 -10 -11 11 -13 16 23 15 -17 18 26 -20 -21 22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.0059367629336851699 0.0076344912879398267 0.0020051496218955337 0.00061627311924284181 0.007029140814176508 0.0044348979211087138 0.0073478577231382352 0.0074458023030660883 0.0036331175030512655 0.0093034365485190583 0.0056107957185778301 0.0039847701625876529 0.002163285604630714 0.0079820486668190291 0.0078245385926549085 0.0073850894746568547 0.0057165591623496203 0.0072879908163992297 0.0081986302333494285 0.0067411471386381256 0.0078150554374834414 0.0082617436861761352 0.0059174378629071973 0.0072837700301226077 0.0080218474221539042 0.0068332728953055082 0.0071974856144119042 0.0088444029898587621 0.0073955118266665603 0.0072352300631514368 0.0077550435083736293
leaf_weight=59 65 93 97 79 56 81 53 67 59 65 64 79 75 55 52 60 82 88 59 101 55 64 175 54 97 61 56 76 54 207
leaf_count=59 65 93 97 79 56 81 53 67 59 65 64 79 75 55 52 60 82 88 59 101 55 64 175 54 97 61 56 76 54 207
internal_value=0 0.0037002 0.00315372 0.0038171 0.00442318 0.00725386 0.00675579 0.00531723 0.00760967 0.00702011 0.00338855 0.00297864 0.00751197 0.00715181 0.00717587 0.00649142 0.00769201 0.00805189 0.0074413 0.00733687 0.00720803 0.00671664 0.00751772 0.00740595 0.00725999 0.0076303 0.00844991 0.00708039 0.00756167 0.00764758
internal_weight=0 533 468 371 278 1855 773 120 1082 653 199 143 1023 341 588 112 682 280 402 476 375 145 230 282 228 136 144 173 343 261
internal_count=2388 533 468 371 278 1855 773 120 1082 653 199 143 1023 341 588 112 682 280 402 476 375 145 230 282 228 136 144 173 343 261
is_linear=0
shrinkage=0.00194554


Tree=530
num_leaves=17
num_cat=0
split_feature=4 2 123 13 2 2 11 15 133 2 4 133 15 48 133 15
split_gain=1494.37 553.302 337.551 148.914 103.168 95.315 55.3374 39.1287 48.5494 33.1177 26.8689 23.9627 16.4566 10.3795 10.1952 4.92717
threshold=0.30163500000000004 0.13775000000000001 1.0000000180025095e-35 -0.16392499999999996 0.091335000000000013 0.14019000000000004 1.0000000180025095e-35 0.041820000000000003 -0.0044049999999999992 0.10746500000000002 0.043850000000000007 0.085650000000000018 -0.093464999999999979 0.084260000000000015 0.092845000000000011 0.11377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 9 10 8 -6 -2 13 -4 -10 -5 15 -9
right_child=5 -3 11 4 7 -7 -8 14 12 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0062508040289526385 0.0037411359466133181 0.0041839379354501466 0.0069630565760739225 0.01035765718462167 0.0075251317379418812 0.0016801205510638558 0.0123721799485736 0.010779059855479091 0.010330829499892013 0.0055635161022363063 0.0091363826156343596 0.0050083278572624415 0.0090282511969739347 0.0096847285435334111 0.009355814799588389 0.0098989500669357036
leaf_weight=52 92 90 61 927 98 68 55 67 53 90 103 54 275 119 69 53
leaf_count=52 92 90 61 927 98 68 55 67 53 90 103 54 275 119 69 53
internal_value=0 0.00936069 0.00959528 0.00981346 0.00991529 0.00383678 0.0102788 0.0092037 0.00884463 0.00464244 0.0101785 0.00604538 0.0092388 0.0102811 0.0100129 0.0103905
internal_weight=0 2076 1986 1871 1819 250 1204 615 426 182 1149 115 328 1046 189 120
internal_count=2326 2076 1986 1871 1819 250 1204 615 426 182 1149 115 328 1046 189 120
is_linear=0
shrinkage=0.00213444


Tree=531
num_leaves=14
num_cat=0
split_feature=44 3 40 4 49 483 49 150 12 43 11 15 483
split_gain=71.3703 50.4926 39.9155 26.5409 16.3648 13.7279 14.3417 14.2374 12.9169 7.43217 7.05395 1.82075 1.49562
threshold=0.081805000000000017 0.31534000000000006 1.0000000180025095e-35 0.27287000000000006 0.12748500000000004 0.085870000000000016 -0.081589999999999982 0.084555000000000019 0.085905000000000023 -0.049914999999999994 0.086080000000000018 -0.40312499999999996 0.106785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -7 -5 -8 -11 -10
right_child=-2 -3 -4 9 -6 8 10 -9 12 11 -12 -13 -14
leaf_value=0.00090043924799089795 0.010822656524005554 -0.00071868232482397523 -0.00066653638155069958 0.0010795948648380628 0.001802964908232924 0.0082832316404346084 0.0047396938196023449 0.0044876122198131176 0.0044012457565939167 0.0040856955774334625 0.0028418717122209048 0.0025998673932776471 0.0057097888907050439
leaf_weight=68 52 68 52 84 67 61 1512 75 58 53 66 54 56
leaf_count=68 52 68 52 84 67 61 1512 75 58 53 66 54 56
internal_value=0 0.00409738 0.00424587 0.00436449 0.00456103 0.00465846 0.00450434 0.00278225 0.00617382 0.0023442 0.00466036 0.0033364 0.00504457
internal_weight=0 2274 2206 2154 1963 1896 1721 143 175 191 1578 107 114
internal_count=2326 2274 2206 2154 1963 1896 1721 143 175 191 1578 107 114
is_linear=0
shrinkage=0.00567537


Tree=532
num_leaves=23
num_cat=0
split_feature=1 3 124 2 2 4 4 2 43 1 4 15 4 13 158 4 15 4 1 133 16 133
split_gain=1661.11 341.443 195.38 132.72 126.562 109.075 71.3443 58.5316 48.7701 38.748 29.658 26.1791 25.9599 24.8802 22.5717 35.9738 18.566 18.2765 17.7703 14.9416 14.2372 9.11085
threshold=0.10508500000000001 -0.052614999999999995 -0.080389999999999989 0.11585500000000001 0.14307 0.30163500000000004 0.27287000000000006 0.089885000000000007 -0.012149999999999999 0.12958500000000003 -0.14994999999999997 -0.11664999999999999 -0.013125 -0.033649999999999992 0.10254000000000001 0.022635000000000006 -0.091274999999999981 0.04105000000000001 0.091615000000000016 0.047025000000000004 0.40410500000000005 0.088765000000000011
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 -1 7 6 20 8 10 -3 -8 -4 -9 18 -5 15 21 -14 -18 19 -13 -2 -12
right_child=1 4 3 13 -6 -7 9 11 -10 -11 14 12 16 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0051010429909729591 0.0070367555858223477 0.0033159829642887329 0.010633206126264033 0.007398235025793171 0.00058434044124283137 0.0042943013435817225 0.0035778075069553563 0.0096597771542624705 0.0059574542667564312 0.00108480464753801 0.0091594569417759088 0.0078167784894759666 0.0064719812661415349 0.0053466700405686981 0.010187548104605169 0.0072174947853484795 0.0085264148345586717 0.0070512235725151574 0.0096486632127341099 0.0088173719791313516 0.0085777822087981914 0.008617567189669462
leaf_weight=73 53 60 56 54 84 62 60 57 68 54 690 143 54 54 72 52 94 65 53 131 57 180
leaf_count=73 53 60 56 54 84 62 60 57 68 54 690 143 54 54 72 52 94 65 53 131 57 180
internal_value=0 0.00412588 0.00852327 0.00866561 0.00284199 0.00655915 0.00362555 0.00881595 0.00471944 0.00239711 0.00911957 0.00828191 0.00813642 0.00637266 0.00903427 0.00894419 0.00755561 0.00792349 0.00851468 0.00829525 0.0078355 0.00904737
internal_weight=0 498 1828 1755 326 172 242 1647 128 114 1050 597 540 108 994 922 213 159 327 274 110 870
internal_count=2326 498 1828 1755 326 172 242 1647 128 114 1050 597 540 108 994 922 213 159 327 274 110 870
is_linear=0
shrinkage=0.00213444


Tree=533
num_leaves=20
num_cat=0
split_feature=1 151 13 12 0 3 0 52 13 2 0 0 52 13 0 4 0 0 133
split_gain=59.9134 20.4656 17.6383 17.3804 17.4833 16.6662 22.1888 15.9867 15.9767 13.2583 17.8238 12.92 22.2382 9.74104 12.5699 9.64634 9.88501 6.95786 3.49487
threshold=0.11695500000000002 -0.019324999999999998 -0.16392499999999996 -0.085209999999999994 -0.14989499999999997 -0.06340999999999998 -0.065794999999999979 -0.080899999999999986 -0.086029999999999981 0.092365000000000017 -0.10490499999999998 0.036480000000000005 -0.15086999999999998 -0.075154999999999986 -0.080474999999999977 0.0049200000000000008 -0.047049999999999995 -0.22607999999999998 0.088385000000000005
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 -1 7 17 -3 8 -4 -7 10 -6 13 -13 18 -15 16 -12 -5 -11
right_child=1 5 3 4 9 6 -8 -9 -10 11 15 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0010046315655148461 -0.0018841195320983683 0.0047842014105108294 0.0045359299787742675 0.0053279757308083032 0.0013762295465077066 0.0051781133743918619 -0.001399970458140432 5.6732854949378218e-05 0.00058586260794727296 0.0064190090574882293 0.0049085213578157925 0.0044016161832581184 -0.0007307556167673744 0.001682729212778594 0.0042763576005242594 0.0029222896088055873 0.0075566813123805658 0.0078560965520288167 0.0043817318554191563
leaf_weight=55 53 63 52 87 53 54 68 60 52 67 967 60 58 91 232 81 52 68 53
leaf_count=55 53 63 52 87 53 54 68 60 52 67 967 60 58 91 232 81 52 68 53
internal_value=0 0.00143597 0.00430817 0.00439985 0.00453543 0.0021787 0.00123497 0.00213692 0.00292591 0.00436338 0.00472621 0.00361756 0.00187839 0.00408067 0.00354584 0.00488756 0.00504372 0.00643749 0.00551974
internal_weight=0 290 2036 1981 1869 237 174 112 106 1714 1153 561 118 443 323 1100 1019 155 120
internal_count=2326 290 2036 1981 1869 237 174 112 106 1714 1153 561 118 443 323 1100 1019 155 120
is_linear=0
shrinkage=0.00591131


Tree=534
num_leaves=15
num_cat=0
split_feature=44 10 2 10 13 159 15 160 4 1420 1446 2 13 160
split_gain=52.7168 56.7287 26.5558 30.7412 21.1818 11.5177 9.2267 11.2584 9.87866 8.45331 8.12796 8.39105 12.4384 5.83057
threshold=0.081805000000000017 -0.089679999999999982 0.10124000000000001 0.058500000000000003 0.11014500000000001 -0.019465 0.029300000000000003 0.014995000000000003 0.42953500000000006 -1.0000000180025095e-35 0.087985000000000022 0.087675000000000017 -0.093959999999999988 0.022560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -4 7 8 -7 -3 11 13 -13 -11
right_child=-2 2 4 -5 -6 6 -8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.0025132184807628529 0.0086278144359899049 0.0057378909977218312 0.00027036618739993874 -0.00047344237077623022 -0.0009094193689481025 0.0014531377842651242 0.004463431847937958 0.0044237627530282399 0.0040827658767034697 0.0039360303227824267 0.0053226095077156975 0.00031599485402826987 0.0031740063128468414 0.0024965017757538348
leaf_weight=57 52 56 65 59 65 244 82 69 54 794 75 52 504 98
leaf_count=57 52 56 65 59 65 244 82 69 54 794 75 52 504 98
internal_value=0 0.00296415 0.003105 0.00346692 0.00208103 0.00245931 0.00277607 0.00239889 0.00192985 0.00361419 0.00353607 0.00344349 0.00290682 0.00377794
internal_weight=0 2274 2217 1638 579 514 449 367 298 1579 1523 1448 556 892
internal_count=2326 2274 2217 1638 579 514 449 367 298 1579 1523 1448 556 892
is_linear=0
shrinkage=0.00556117


Tree=535
num_leaves=21
num_cat=0
split_feature=1 150 30 51 12 39 151 48 1 157 157 11 43 16 12 48 160 12 52 151
split_gain=20.6371 16.0714 14.682 13.5364 13.1706 15.3207 12.9732 22.1961 15.469 8.8804 10.4901 14.1196 8.96407 6.3635 5.82263 5.1057 5.62715 4.6431 2.86496 2.58642
threshold=0.091275000000000009 0.116995 0.085875000000000021 0.11893500000000001 -0.080579999999999985 0.087150000000000019 -0.083919999999999981 0.084620000000000015 0.12337000000000002 -0.082189999999999999 -0.076119999999999979 0.076920000000000002 -0.097279999999999991 -0.42618999999999996 0.084795000000000023 0.083570000000000019 -0.089744999999999978 0.087745000000000004 0.085625000000000021 -0.00047999999999999996
decision_type=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 -2 -6 8 -8 14 -11 12 17 -14 -1 16 -15 -12 -19 -17
right_child=1 -3 -4 -5 6 -7 7 -9 -10 10 11 -13 13 15 -16 19 -18 18 -20 -21
leaf_value=0.0067463879114695244 0.0021604961905549889 -0.0011207020205848844 -0.00089841700504671455 0.0062144840210996595 -0.0011763609341584309 0.0073134616766338881 0.0026030200190112159 0.0061947479526875829 -0.00088330211280358752 0.00048969630880084543 0.0069064432468813218 0.00024814447349368941 0.0058315112479577014 0.0050725535686490476 0.004100727068569396 0.0034453446875227739 0.0034862618446116298 0.0055669232684666323 0.0033989166670682783 0.0016403137741766447
leaf_weight=77 56 60 53 58 52 59 303 70 80 52 61 56 62 130 90 66 782 63 59 99
leaf_count=77 56 60 53 58 52 59 303 70 80 52 61 56 62 130 90 66 782 63 59 99
internal_value=0 0.00238758 0.00267564 0.00295514 0.00265011 0.00480485 0.00215928 0.00254235 0.00187461 0.00378103 0.00360113 0.00371848 0.00386543 0.00363242 0.00532103 0.00350576 0.00371246 0.00531528 0.00451908 0.00236278
internal_weight=0 791 731 678 620 115 505 453 383 1597 1430 1378 1322 1139 167 1077 912 183 122 165
internal_count=2388 791 731 678 620 115 505 453 383 1597 1430 1378 1322 1139 167 1077 912 183 122 165
is_linear=0
shrinkage=0.00705315


Tree=536
num_leaves=13
num_cat=0
split_feature=149 15 3 48 147 15 483 16 3 133 160 52
split_gain=21.1859 18.1107 27.3586 16.9624 28.3316 13.3949 10.8772 12.2737 11.9638 22.7165 8.65157 4.31953
threshold=0.079625000000000015 -0.37478999999999996 0.30112000000000005 -0.087924999999999989 0.088610000000000008 -0.46503999999999995 0.085050000000000014 -0.069144999999999984 -0.097574999999999981 -0.0044049999999999992 0.051820000000000005 -0.010614999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 6 -1 8 -8 9 -5 -10 -9
right_child=-2 2 -4 4 -6 -7 7 11 10 -11 -12 -13
leaf_value=0.0016183186060407147 0.0055004437187933788 0.0055712117160934852 -0.0018024959922848139 -0.0021079747326775669 -0.0018122664559839766 -0.0018537524623894544 0.006027468896657711 0.0038096879896662534 0.0022611552112898211 0.0019898910396889211 0.0034169523480658171 0.0018597495172493696
leaf_weight=89 62 52 52 55 53 60 52 72 1306 211 249 75
leaf_count=89 62 52 52 55 53 60 52 72 1306 211 249 75
internal_value=0 0.00213583 0.00226694 0.00236655 0.00228613 0.000219762 0.0023937 0.00365492 0.00225584 0.00114236 0.00244627 0.00281523
internal_weight=0 2326 2177 2125 2073 149 2020 199 1821 266 1555 147
internal_count=2388 2326 2177 2125 2073 149 2020 199 1821 266 1555 147
is_linear=0
shrinkage=0.00567949


Tree=537
num_leaves=26
num_cat=0
split_feature=1 3 2 2 2 2 2 12 1 150 3 12 3 12 0 0 3 12 4 0 12 3 483 52 0
split_gain=1411.65 289.56 126.536 116.931 116.65 85.6183 57.7008 49.1633 48.2069 54.2152 29.526 23.8564 23.1574 23.0557 18.1593 18.1366 13.3207 10.3818 10.3555 8.52959 7.12488 6.68729 6.49389 5.46833 4.71961
threshold=0.104035 -0.06340999999999998 0.14307 -1.0000000180025095e-35 0.11444000000000001 0.10060500000000001 0.10859000000000001 0.085665000000000005 0.089710000000000026 0.083680000000000018 -0.14443999999999999 0.095815000000000011 0.12566000000000002 0.09141500000000001 -0.049744999999999991 -0.07304999999999999 0.085315000000000016 0.082295000000000021 -0.011964999999999998 -0.084319999999999992 0.091955000000000023 -0.063814999999999997 -0.040619999999999996 0.024560000000000002 -0.08075499999999998
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 4 3 -3 14 8 -5 -7 10 19 -1 -9 -8 16 -2 18 17 -12 24 -10 -21 23 -19 -13 -15
right_child=1 2 -4 6 -6 7 12 11 9 -11 13 21 -14 15 -16 -17 -18 22 -20 20 -22 -23 -24 -25 -26
leaf_value=0.010716870461193281 0.009216740977206473 0.001814876695268182 0.00087362999928223845 0.0069039674537352911 0.0044334702596933659 0.0065647707163964831 0.0033535117463990949 0.0094675160041927837 0.0094940002630974143 0.0063489673069793209 0.010276336029477149 0.007793594337619416 0.0053763995434684391 0.0098058332694130022 0.0074043296169881744 0.0075528149604920224 0.008351604176966421 0.01022918436619954 0.0082774674306734762 0.0078540440192383341 0.0088900779165302646 0.0073083644818377896 0.0093943426369784335 0.0088110195772096028 0.008993558937786101
leaf_weight=80 63 74 75 65 57 96 66 83 71 56 88 56 52 65 52 55 52 52 69 52 102 53 712 54 88
leaf_count=80 63 74 75 65 57 96 66 83 71 56 88 56 52 65 52 55 52 52 69 52 102 53 712 54 88
internal_value=0 0.0046985 0.0034626 0.00421804 0.00708393 0.00896647 0.00518968 0.00794064 0.00919397 0.00834479 0.00938319 0.00847746 0.00424516 0.00929282 0.00839743 0.00871998 0.00946832 0.00953645 0.00900904 0.00884143 0.00854041 0.00797318 0.0094512 0.00829328 0.0093388
internal_weight=0 504 332 257 172 1884 183 342 1542 281 1261 246 118 1181 115 277 904 852 222 225 154 163 764 110 153
internal_count=2388 504 332 257 172 1884 183 342 1542 281 1261 246 118 1181 115 277 904 852 222 225 154 163 764 110 153
is_linear=0
shrinkage=0.00226508


Tree=538
num_leaves=21
num_cat=0
split_feature=1 150 151 150 13 52 1 124 131 0 151 0 43 133 13 49 16 52 157 13
split_gain=14.6673 13.044 15.7772 21.7139 11.9274 11.1217 12.9434 15.621 17.9495 9.78931 9.40453 8.69252 19.8323 6.08131 5.88748 4.51924 5.74627 4.4327 3.0018 1.52236
threshold=0.092415000000000011 0.116995 -0.087374999999999994 0.081245000000000026 -0.14819499999999997 -0.40011499999999994 0.10439500000000002 -0.062639999999999987 0.087580000000000005 0.040035000000000008 -0.11633499999999998 -0.11169999999999998 -1.0000000180025095e-35 0.11524500000000001 -0.054464999999999993 -0.009244999999999998 0.041625000000000002 0.024560000000000002 -1.0000000180025095e-35 -0.053049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 -4 14 -8 -9 10 -6 12 -12 15 -7 18 -17 -15 -13 -19
right_child=1 -3 3 -5 9 6 7 8 -10 -11 11 13 -14 17 -16 16 -18 19 -20 -21
leaf_value=0.0056622676197351923 -0.00093707748476377581 -0.0013911730203736903 0.0036623137481322709 0.0051363692926948137 0.0050214598754091599 0.0016778631264157756 0.0033144366960219723 -0.0011426765912116862 0.0029249913038525369 0.0005048576035921481 0.0037327758029938336 0.0051913572896606971 -0.0011174088264474279 0.00075403743466236658 0.0042102622045271645 0.0030424873231773546 0.0017789261620464285 0.0018302560605670411 0.0032661127643908048 0.003212576867360175
leaf_weight=52 71 52 96 85 67 79 64 181 56 83 61 54 73 91 67 776 174 59 79 68
leaf_count=52 71 52 96 85 67 79 64 181 56 83 61 54 73 91 67 776 174 59 79 68
internal_value=0 0.00164204 0.00186778 0.002185 0.00270216 0.00172287 0.0013062 0.000561791 -0.000181257 0.002605 0.00272101 0.00261355 0.00109001 0.00277042 0.00284045 0.00296312 0.00281113 0.00181281 0.0040483 0.00257092
internal_weight=0 751 699 628 1637 543 447 301 237 1585 1502 1435 134 1301 146 1083 950 218 133 127
internal_count=2388 751 699 628 1637 543 447 301 237 1585 1502 1435 134 1301 146 1083 950 218 133 127
is_linear=0
shrinkage=0.00627894


Tree=539
num_leaves=32
num_cat=0
split_feature=12 13 12 13 156 40 0 51 0 12 13 0 376 42 151 11 0 52 13 42 52 0 42 42 52 52 12 13 0 12 42
split_gain=920.955 253.605 218.421 149.918 139.649 80.3587 63.9503 63.7459 57.3889 35.9098 35.8487 35.7503 25.4708 20.2516 14.1354 37.9669 12.0817 7.94436 7.34484 12.5411 4.26676 3.77876 3.22525 5.79498 2.68796 2.66098 2.45321 2.25417 2.19331 2.01861 0.188897
threshold=0.077755000000000005 -1.0000000180025095e-35 0.099815000000000015 -0.070834999999999995 0.079145000000000007 -1.0000000180025095e-35 -0.10220499999999998 0.0045000000000000014 -0.074754999999999988 0.089435000000000014 0.087005000000000013 -0.14582499999999995 0.083785000000000012 0.085495000000000015 -0.086029999999999981 1.0000000180025095e-35 -0.066264999999999991 0.0029250000000000005 -0.095574999999999979 0.086700000000000013 -0.0078449999999999978 -0.083739999999999995 -1.0000000180025095e-35 -0.091729999999999992 0.047850000000000011 -0.067799999999999985 0.093840000000000021 -0.080724999999999977 -0.086224999999999982 0.11389500000000001 0.096575000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 -4 7 6 -1 11 28 14 29 -3 -8 22 -2 18 17 21 -16 25 -21 -15 23 -11 -25 -20 -23 -19 -5 -10 -29
right_child=2 4 3 8 -6 -7 12 -9 10 13 -12 -13 -14 16 15 -17 -18 27 19 20 -22 26 -24 24 -26 -27 -28 30 -30 -31 -32
leaf_value=0.0067121711396419103 0.0088510499685497089 0.0040675147202136799 0.0038374902542013785 0.0088623233456558374 0.009802707445581189 0.0026434058156362939 0.0050689578699743328 0.008025023885356428 0.0081675354201716718 0.0099312998229127217 0.0056360864382861585 0.0063378914834621184 0.0029653223169493477 0.0079589849182059285 0.0088572137044702834 0.011635030724046156 0.0076712705912266336 0.009581119328455635 0.0096357320260025102 0.008773964718161862 0.0094976526102284152 0.0090512545162786482 0.0099404745060415016 0.0088271897267637022 0.0094921243915009213 0.010074730875193191 0.0083527998135596478 0.0088807285239280841 0.0094854098010259662 0.0075514587723300277 0.0091101243023160375
leaf_weight=79 87 58 52 55 80 101 63 75 61 60 54 93 56 52 53 55 55 52 96 61 143 55 62 85 52 314 52 54 67 53 53
leaf_count=79 87 58 52 55 80 101 63 75 61 60 54 93 56 52 53 55 55 52 96 61 143 55 62 85 52 314 52 54 67 53 53
internal_value=0 0.00577562 0.0090139 0.00738426 0.00722714 0.00429004 0.00512986 0.00631533 0.00802015 0.00940065 0.00715979 0.00546599 0.00407922 0.00899509 0.00971745 0.00982182 0.00865606 0.00882631 0.00967227 0.00974258 0.00928137 0.00846591 0.00948325 0.00933923 0.00907975 0.009972 0.00871205 0.00918656 0.00920471 0.00788133 0.00899458
internal_weight=0 605 1783 342 306 299 198 226 290 1441 168 151 119 632 809 722 373 318 667 614 204 159 259 197 137 410 107 159 122 114 107
internal_count=2388 605 1783 342 306 299 198 226 290 1441 168 151 119 632 809 722 373 318 667 614 204 159 259 197 137 410 107 159 122 114 107
is_linear=0
shrinkage=0.00226784


Tree=540
num_leaves=25
num_cat=0
split_feature=2 12 2 2 2 14 47 15 15 0 12 3 43 15 15 12 42 3 43 0 43 42 12 130
split_gain=643.755 447.398 172.32 145.155 59.339 59.151 47.3526 56.691 36.3785 34.2737 39.1707 26.1049 36.5049 23.9497 23.6581 13.4412 11.4354 10.9517 10.2619 9.6232 11.0906 4.86551 4.87116 4.45398
threshold=0.13443000000000002 0.077755000000000005 -0.0091949999999999983 0.10527500000000002 0.17000000000000001 0.076175000000000007 0.077555000000000013 -0.0053099999999999996 -0.10981499999999998 -0.11471499999999998 0.091625000000000012 0.11745500000000002 -0.012264999999999998 -0.035449999999999988 -0.070049999999999987 -0.082514999999999991 0.088200000000000014 -0.097574999999999981 -0.074204999999999979 -0.081704999999999986 -0.095564999999999983 0.090625000000000025 0.088545000000000013 0.087665000000000007
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 2 -1 6 8 9 7 15 -2 -3 16 12 -5 14 18 -4 17 -11 -12 -15 -21 22 -18 -19
right_child=4 5 3 11 -6 -7 -8 -9 -10 10 13 -13 -14 19 -16 -17 21 23 -20 20 -22 -23 -24 -25
leaf_value=0.0039048363679509415 0.0036208663643806614 0.0076713117007151709 0.007899530501270428 0.005062039075998408 0.0018910509615485144 0.011995580791027397 0.010781392645940673 0.0098702932045641213 0.0062789262891575501 0.011034832345156809 0.0095653850372161408 0.0045624129685964583 0.0079168951101402027 0.010384707499473296 0.00736330456280084 0.0061417918460650242 0.0084426172851663709 0.0099379001892470151 0.0083928167569902821 0.008201847897512049 0.0094427351546707821 0.0097574737343199373 0.0094295579019462086 0.0091779266791923407
leaf_weight=98 62 67 54 52 55 55 56 72 63 54 86 63 57 53 84 52 55 569 97 52 285 88 70 52
leaf_count=98 62 67 54 52 55 55 56 72 63 54 86 63 57 53 84 52 55 569 97 52 285 88 70 52
internal_value=0 0.00886846 0.00683561 0.00754297 0.00402292 0.00948306 0.00880532 0.00818349 0.00496074 0.00939732 0.00947215 0.00582543 0.00655519 0.00901589 0.0084468 0.00703749 0.00980969 0.00996719 0.008944 0.00940543 0.00925134 0.00931044 0.00899551 0.00987431
internal_weight=0 2171 504 406 180 1667 234 178 125 1612 1545 172 109 657 267 106 888 675 183 390 337 213 125 621
internal_count=2351 2171 504 406 180 1667 234 178 125 1612 1545 172 109 657 267 106 888 675 183 390 337 213 125 621
is_linear=0
shrinkage=0.00246205


Tree=541
num_leaves=14
num_cat=0
split_feature=30 149 133 4 48 48 4 0 16 52 16 4 16
split_gain=19.2778 31.0303 15.9446 17.341 13.9437 25.3434 21.7002 43.6953 13.2631 10.5868 9.20291 7.66587 3.99927
threshold=0.085875000000000021 0.07770500000000001 -0.24124499999999996 0.30163500000000004 0.10697000000000002 0.093265000000000015 -0.21586499999999997 -0.042364999999999993 -0.101115 -0.24264499999999997 -0.014034999999999997 0.45363500000000007 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 9 -8 -1 -4 -7 -5 -13
right_child=-2 -3 3 11 -6 10 7 -9 -10 -11 -12 12 -14
leaf_value=0.0073251444189586894 -0.0010385516210172007 0.0075620634563577467 0.0032557448024412199 -0.00090910420497760606 0.0051433727530653282 0.0015980784889440202 0.0028295556748859927 -0.0031310751658833974 0.0033598282555732163 0.0068043422995187055 -0.0021026569736416695 0.0027940967397749798 0.00042160621408218361
leaf_weight=53 53 56 61 71 97 53 1502 52 99 79 57 66 52
leaf_count=53 53 56 61 71 97 53 1502 52 99 79 57 66 52
internal_value=0 0.00286058 0.00274311 0.00259764 0.00278128 0.00265423 0.00284734 0.00263006 0.00474292 0.00525866 -0.000318955 0.000750199 0.00174917
internal_weight=0 2298 2242 2090 1901 1804 1694 1554 152 140 110 189 118
internal_count=2351 2298 2242 2090 1901 1804 1694 1554 152 140 110 189 118
is_linear=0
shrinkage=0.00639337


Tree=542
num_leaves=12
num_cat=0
split_feature=123 11 42 2 3 132 3 2 2 1 133
split_gain=15.455 14.7781 25.633 27.6734 16.4559 20.6812 37.8612 12.5805 13.5167 15.0778 9.70378
threshold=0.09394000000000001 0.077415000000000012 0.085315000000000016 0.10054500000000001 -0.11756999999999999 0.093030000000000015 0.30112000000000005 0.14307 -0.0091949999999999983 0.11604000000000002 0.10645500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 8 -6 -10 -7
right_child=-2 2 -4 -5 5 10 -8 -9 9 -11 -12
leaf_value=-0.00023101038755544956 -0.0005013478003200332 0.0074340257764160559 0.00034473675056495578 0.0024304590737052739 -0.0002008748556543635 0.0053462059660626055 -0.0024033329724027774 -0.00039854965425223133 0.0020082868916921634 0.0042445620121516082 0.0023975337161749356
leaf_weight=100 72 57 52 66 72 69 57 61 1601 88 56
leaf_count=100 72 57 52 66 72 69 57 61 1601 88 56
internal_value=0 0.00197247 0.00344108 0.00474964 0.00185029 0.00195418 0.00181634 0.00194839 0.00202971 0.00212483 0.00402565
internal_weight=0 2279 175 123 2104 2004 1879 1822 1761 1689 125
internal_count=2351 2279 175 123 2104 2004 1879 1822 1761 1689 125
is_linear=0
shrinkage=0.0052584


Tree=543
num_leaves=10
num_cat=0
split_feature=13 9 149 13 14 123 157 49 124
split_gain=15.4218 31.9138 23.6746 24.4581 15.4733 14.1753 8.9759 11.5913 8.3464
threshold=-0.47860499999999995 -1.0000000180025095e-35 0.07770500000000001 -0.16392499999999996 0.018475000000000002 0.083945000000000006 0.17142500000000002 0.085350000000000023 -0.081324999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -7
right_child=1 2 -4 4 -6 8 -8 -9 -10
leaf_value=0.0044552032964428794 -0.0025468371094403254 -0.0016933322317964161 0.0055555616982046084 0.0016422608024787076 0.0043169724458487473 -0.0019847894838019146 -0.00045762931165518205 0.0027779613965752785 0.0011939630683602707
leaf_weight=68 59 70 54 1475 78 53 57 379 58
leaf_count=68 59 70 54 1475 78 53 57 379 58
internal_value=0 0.00165619 0.00176772 0.00167343 0.00178569 0.00168801 0.00180487 0.00187446 -0.000323263
internal_weight=0 2283 2224 2170 2100 2022 1911 1854 111
internal_count=2351 2283 2224 2170 2100 2022 1911 1854 111
is_linear=0
shrinkage=0.00579067


Tree=544
num_leaves=9
num_cat=0
split_feature=9 2 12 15 2 1427 124 15
split_gain=14.1413 38.1006 27.6587 17.958 17.2291 11.7604 7.87135 8.23656
threshold=0.037245000000000007 -0.0091949999999999983 -0.10236499999999998 -0.45015499999999992 0.15020000000000003 0.086130000000000012 -0.082899999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=-0.003164311972562458 0.0034642466768133218 0.0047374681100682157 -0.00145814052746415 0.0032949468241912109 -0.0014256636491243484 0.0037763420813492305 0.00097086534231654686 0.0016632137593686196
leaf_weight=53 81 64 66 55 61 56 1058 857
leaf_count=53 81 64 66 55 61 56 1058 857
internal_value=0 0.00123242 0.00133755 0.00123646 0.0013217 0.00140445 0.001337 0.00128073
internal_weight=0 2270 2217 2153 2087 2026 1970 1915
internal_count=2351 2270 2217 2153 2087 2026 1970 1915
is_linear=0
shrinkage=0.00524763


Tree=545
num_leaves=9
num_cat=0
split_feature=1375 3 0 4 34 10 41 2
split_gain=17.0289 14.3713 20.5236 19.6409 13.4772 14.9436 14.8223 13.8456
threshold=-0.13067499999999996 -0.23303499999999996 0.10396000000000001 -0.37626499999999991 -0.078549999999999995 -0.015579999999999998 0.075585000000000013 0.13388500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.0022716680927059077 0.0036142832186453417 0.0043757721929564494 -0.0023025189531576864 0.0042335137377647178 -0.0021599020518250109 0.0011931401497839145 0.0034969593647421154 -0.00098228717976882774
leaf_weight=52 96 75 62 53 52 1749 99 118
leaf_count=52 96 75 62 53 52 1749 99 118
internal_value=0 0.00128542 0.00118414 0.0012849 0.00117294 0.00109252 0.00117858 0.00105561
internal_weight=0 2304 2208 2146 2071 2018 1966 1867
internal_count=2356 2304 2208 2146 2071 2018 1966 1867
is_linear=0
shrinkage=0.00614766


Tree=546
num_leaves=26
num_cat=0
split_feature=1 1 12 1 150 12 14 4 12 14 13 1 12 12 4 159 150 16 130 457 4 16 1 13 16
split_gain=1240.82 190.407 138.244 95.0014 114.327 52.7252 52.4017 51.5747 34.7607 31.5473 27.992 26.8427 24.1889 18.0996 15.3324 14.2366 42.7267 10.0538 8.85119 6.53037 6.15334 4.86009 3.80419 3.88795 3.33878
threshold=0.10538500000000002 0.12337000000000002 0.087245000000000003 0.089875000000000024 1.0000000180025095e-35 0.091625000000000012 -1.0000000180025095e-35 0.0049200000000000008 0.085665000000000005 0.062655000000000016 -0.00038499999999999998 0.13662500000000002 0.11769500000000001 0.082295000000000021 -0.0072499999999999995 0.083310000000000009 1.0000000180025095e-35 0.059920000000000008 -0.015164999999999998 0.035070000000000011 -0.085474999999999982 -0.088629999999999987 0.097480000000000011 -0.076494999999999994 -0.074474999999999986
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 15 5 8 9 -3 -4 -5 10 18 -8 14 -12 17 16 -2 24 -1 20 -20 -16 23 -10 -7
right_child=1 6 7 4 -6 12 11 -9 22 -11 13 -13 -14 -15 21 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0093406330996150568 0.0060158005166009668 0.0045511253588833732 0.0088590683348407952 0.0065531424476936422 0.0049083480559194009 0.0086739533388436856 0.0032912305190069763 0.0059869778746597727 0.0084642717533434213 0.010014299024459305 0.0071137391483095608 0.0015857887955066029 0.0063524257998424302 0.008468050405509138 0.0077087652525714614 0.0034945132185942381 0.0035170663910848183 0.0074740325813572352 0.0089610114278465009 0.0092031453377753262 0.0083950854218859741 0.006882103670568923 0.0086992780105036565 0.0077261648010791611 0.0081174396661943295
leaf_weight=66 60 64 52 78 83 93 71 58 54 59 103 94 54 75 57 57 60 74 100 60 581 71 53 78 101
leaf_count=66 60 64 52 78 83 93 71 58 54 59 103 94 54 75 57 57 60 74 100 60 581 71 53 78 101
internal_value=0 0.00436676 0.00550232 0.00803878 0.00705029 0.00826769 0.00294349 0.0073449 0.00772618 0.00852597 0.0084368 0.00231978 0.00766842 0.0076845 0.00784782 0.00435708 0.00476662 0.00813307 0.00860271 0.00853695 0.00847822 0.0072504 0.00822064 0.00802829 0.00838434
internal_weight=0 516 287 1840 346 1494 229 110 263 1044 985 165 450 178 396 177 120 268 807 741 681 128 185 132 194
internal_count=2356 516 287 1840 346 1494 229 110 263 1044 985 165 450 178 396 177 120 268 807 741 681 128 185 132 194
is_linear=0
shrinkage=0.00209259


Tree=547
num_leaves=11
num_cat=0
split_feature=14 52 39 13 15 15 150 39 52 52
split_gain=25.9204 17.0919 13.3479 12.7355 26.6378 13.2646 10.9267 7.8496 8.11025 12.5853
threshold=-0.10708499999999999 -0.063789999999999986 0.10166000000000001 -0.16392499999999996 -0.074054999999999996 -0.23488499999999998 -0.084634999999999988 0.088550000000000004 -0.56022499999999986 -0.048309999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -7 8 -8 -10
right_child=2 -3 -4 5 -6 6 7 -9 9 -11
leaf_value=0.0014261325401351559 0.0015593568541148498 0.0051783869750423777 -0.0009329478622270319 -0.0011035884401500735 -0.0029657804411822586 -0.00078886887654569017 0.0029185751321758081 0.0028942876614856364 0.00043566105901541951 0.0013153105158441893
leaf_weight=54 61 52 83 60 53 63 54 57 483 1336
leaf_count=54 61 52 83 60 53 63 54 57 483 1336
internal_value=0 0.00326733 0.000904374 0.00097477 -0.000543998 0.00105913 0.00112426 0.00118674 0.00113475 0.00108176
internal_weight=0 106 2250 2167 114 2053 1993 1930 1873 1819
internal_count=2356 106 2250 2167 114 2053 1993 1930 1873 1819
is_linear=0
shrinkage=0.00466931


Tree=548
num_leaves=18
num_cat=0
split_feature=2 12 42 2 14 2 12 0 2 2 0 42 47 2 130 12 0
split_gain=1021.34 434.189 145.217 141.824 119.478 110.882 87.4313 55.4791 45.6278 45.4639 57.894 44.0956 25.4497 22.6878 14.877 13.0512 10.7896
threshold=0.12051500000000002 -0.029844999999999997 -0.0043149999999999994 0.106285 0.062655000000000016 0.14271500000000001 0.086085000000000009 -0.074544999999999986 -1.0000000180025095e-35 0.090000000000000011 -0.13314999999999996 0.077855000000000021 0.10678000000000001 0.16730000000000003 -0.0045849999999999997 0.085425000000000015 -0.065249999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 -5 -2 -3 12 -11 -4 14 -7 -10 -12 -8
right_child=5 3 11 6 -6 13 16 -9 9 10 15 -13 -14 -15 -16 -17 -18
leaf_value=0.0076293698340605797 0.0026013234799530396 0.0059526265993550187 0.0022539701076997468 0.0044262917173397125 0.010929296067667654 0.0023314019779232501 0.006710945976000653 0.0055023791657330193 0.0091435496098011791 0.0053261434556117239 0.0087991783967421786 0.0048385968259231065 0.006950836274869818 0.00047933593635141286 0.0083359324886098859 0.0076387887267804627 0.0079065255190298011
leaf_weight=52 55 53 91 84 76 80 80 88 137 55 58 54 62 59 833 363 76
leaf_count=52 55 53 91 84 76 80 80 88 137 55 58 54 62 59 833 363 76
internal_value=0 0.00758088 0.00438158 0.00791665 0.0081551 0.00298634 0.00629012 0.00438676 0.00802002 0.00809267 0.00751307 0.00321669 0.00835998 0.00154545 0.00845002 0.00779871 0.00729356
internal_weight=0 2074 197 1877 1637 282 240 143 1561 1508 476 145 1032 139 970 421 156
internal_count=2356 2074 197 1877 1637 282 240 143 1561 1508 476 145 1032 139 970 421 156
is_linear=0
shrinkage=0.00226508


Tree=549
num_leaves=23
num_cat=0
split_feature=1 52 1 1 150 0 52 0 3 0 42 1 15 1 4 16 50 150 3 4 157 3
split_gain=1338.52 262.027 128.467 98.9606 113.565 77.8235 73.2292 68.1261 61.0869 35.3166 33.6628 30.9204 20.2797 24.791 16.886 30.0478 21.3288 16.9964 15.0772 19.1877 8.3441 4.42372
threshold=0.10538500000000002 -0.40492999999999996 0.12541500000000003 0.089910000000000004 1.0000000180025095e-35 -0.14310999999999999 -0.023474999999999996 0.076335000000000014 -0.14443999999999999 -0.079249999999999987 0.086700000000000013 0.14262000000000002 0.08597500000000001 0.099325000000000011 0.049545000000000006 -0.27523999999999998 0.10944000000000002 0.086730000000000015 -0.090624999999999997 0.0015850000000000003 -1.0000000180025095e-35 -0.077354999999999993
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 5 7 12 -3 -7 8 -1 14 11 -4 13 -5 16 -16 17 -10 -11 20 -20 -14
right_child=1 2 10 4 -6 6 -8 -9 9 18 -12 -13 21 -15 15 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0095092068426648659 0.0078670058204033094 0.0029283166302330834 0.0038299738149597559 0.0060530344247794188 0.004660644882454705 0.0037623365849395914 0.0062451325891261286 0.0057561853788534482 0.0082026950271950651 0.0062673270474678366 0.0013179819070089514 0.0020517027171652741 0.0074244477131362157 0.0077094025312497887 0.008126267631635542 0.0064016594058674573 0.0070946659375872309 0.007283177759914247 0.008318339036235245 0.0065347873243085152 0.0074497486710146847 0.0081451553508131123
leaf_weight=73 58 79 74 82 82 74 101 60 700 52 63 67 65 54 77 69 83 81 52 74 176 60
leaf_count=73 58 79 74 82 82 74 101 60 700 52 63 67 65 54 77 69 83 81 52 74 176 60
internal_value=0 0.00407138 0.00359067 0.00752569 0.00660702 0.00449035 0.00519538 0.00773617 0.00781883 0.00772835 0.00247037 0.00298512 0.00721845 0.00671086 0.00790911 0.00731135 0.00801009 0.00810735 0.00721256 0.00737525 0.00764794 0.00777055
internal_weight=0 516 458 1840 343 254 175 1497 1437 1364 204 141 261 136 1010 146 864 781 354 302 228 125
internal_count=2356 516 458 1840 343 254 175 1497 1437 1364 204 141 261 136 1010 146 864 781 354 302 228 125
is_linear=0
shrinkage=0.00189532


Tree=550
num_leaves=15
num_cat=0
split_feature=4 159 40 1348 48 160 13 48 52 4 52 12 13 48
split_gain=21.7308 21.1598 17.2139 11.3209 14.4121 9.96469 8.51072 7.95458 17.761 15.5256 20.2163 13.6782 11.2213 7.24263
threshold=0.50373500000000015 0.086975000000000011 -0.079639999999999975 0.084370000000000014 -0.072824999999999987 0.079055000000000014 0.25694000000000006 0.093265000000000015 -1.0000000180025095e-35 -0.17689999999999997 -0.10271999999999999 -0.050214999999999989 -0.050149999999999993 0.10697000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 -1 7 9 13 10 -6 -11 -10 -9
right_child=1 -3 3 -5 6 -7 -8 8 12 11 -12 -13 -14 -15
leaf_value=-0.0017692117626466773 -0.0029816296042240288 0.0019466565912173164 0.0051333297759761747 -0.00092078437210326553 0.002153192942425637 0.0017443404376846822 -0.0005552241570615415 0.00091537369155378909 0.00098514317373722747 0.0049968930946193068 0.0071939267415719078 0.0018353689299668832 -0.0031009545729389293 0.0038379560442367367
leaf_weight=82 77 62 56 54 77 52 54 65 54 56 53 1498 52 69
leaf_count=82 77 62 56 54 77 52 54 65 54 56 53 1498 52 69
internal_value=0 -0.000782919 0.00177597 0.00191599 0.00199133 -0.000405243 0.00190234 0.00197135 0.000901389 0.0021238 0.00420878 0.00194934 -0.00101873 0.00242079
internal_weight=0 139 2222 2088 2034 134 1978 1924 240 1684 130 1554 106 134
internal_count=2361 139 2222 2088 2034 134 1978 1924 240 1684 130 1554 106 134
is_linear=0
shrinkage=0.00627915


Tree=551
num_leaves=23
num_cat=0
split_feature=4 12 3 43 3 12 0 3 4 3 12 0 43 0 0 0 0 4 133 12 42 42
split_gain=1286.87 489.384 164.403 183.125 117.724 102.527 66.8211 55.8494 43.1492 78.83 41.0979 29.7374 28.4383 24.1264 23.5149 20.4587 17.1882 14.4037 13.7207 10.8679 5.39098 5.30181
threshold=0.30163500000000004 0.054520000000000006 0.17646500000000004 -0.040789999999999993 0.16158000000000003 0.13071000000000002 -0.10075499999999998 -0.14162499999999997 -0.14538499999999996 0.091170000000000015 0.095815000000000011 -0.10891999999999999 -0.086949999999999986 -0.066849999999999979 -0.037224999999999994 -0.10803999999999998 -0.10891999999999999 0.018150000000000003 0.015045000000000001 0.083785000000000012 -1.0000000180025095e-35 0.11309000000000001
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 2 3 12 6 7 -2 11 -5 15 13 -3 -1 16 -8 -10 -9 18 20 -18 -12 -20
right_child=4 5 -4 8 -6 -7 14 10 9 -11 17 -13 -14 -15 -16 -17 19 -19 21 -21 -22 -23
leaf_value=0.006413944330686254 0.005696246876553861 0.011592762112854538 0.0032445023894882266 0.0095112983572765084 0.00067797554263002385 0.0061088137795279945 0.0023256668543403941 0.008063601597368502 0.0095420332395941051 0.0055332118956329685 0.0085219349728981632 0.0096093316590214715 0.0045214086251512365 0.0078037785669675501 0.0042088049830544122 0.0077162598967422747 0.010081710462401751 0.0076821818672077602 0.0094285797459549691 0.009239940658019162 0.0076293073268540457 0.0085628036600280226
leaf_weight=55 78 53 58 73 53 52 63 52 53 55 65 89 95 54 54 55 73 101 80 942 56 52
leaf_count=55 78 53 58 73 53 52 63 52 53 55 65 89 95 54 54 55 73 101 80 942 56 52
internal_value=0 0.00848286 0.00653016 0.0070238 0.00344395 0.00900232 0.00419561 0.00909536 0.00817305 0.00757358 0.00897458 0.0103498 0.00521549 0.00917107 0.003195 0.00861245 0.00924024 0.00835229 0.00861971 0.0093005 0.008109 0.00908769
internal_weight=0 2113 444 386 248 1669 195 1617 236 163 1475 142 150 1121 117 108 1067 354 253 1015 121 132
internal_count=2361 2113 444 386 248 1669 195 1617 236 163 1475 142 150 1121 117 108 1067 354 253 1015 121 132
is_linear=0
shrinkage=0.00209259


Tree=552
num_leaves=15
num_cat=0
split_feature=4 39 13 0 150 15 14 132 15 15 457 4 42 4
split_gain=822.523 279.007 147.201 72.7346 52.4652 59.3442 38.9569 39.7442 42.5391 35.6951 33.1625 30.5466 21.2631 14.9552
threshold=0.30163500000000004 0.082470000000000016 -0.16392499999999996 -0.068669999999999995 0.082295000000000021 -0.42759999999999992 0.076175000000000007 0.082230000000000011 0.029300000000000003 -0.50083499999999992 0.083190000000000014 0.046720000000000005 0.11623000000000001 0.05864500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 9 7 10 -9 -2 11 12 -4 -13
right_child=4 3 6 -5 -6 -7 -8 8 -10 -11 -12 13 -14 -15
leaf_value=0.0052068813868540202 0.0027962855528077448 0.0066322520818688988 0.0088612862715969579 0.0035803700313334309 0.0056154211119430744 0.0014990562937647648 0.01025360583747964 0.0063454564424815377 0.0088600555406675077 0.0054836372555300194 0.0072596138755339438 0.0067625671911780245 0.0077123465194928707 0.0081873917450244818
leaf_weight=78 55 98 1221 78 55 83 69 97 61 55 103 56 97 155
leaf_count=78 55 98 1221 78 55 83 69 97 61 55 103 56 97 155
internal_value=0 0.00812225 0.0083805 0.00527986 0.00358363 0.0030045 0.00851364 0.00844656 0.00731644 0.00414019 0.00855596 0.00864327 0.00877675 0.00780936
internal_weight=0 2113 1937 176 248 193 1859 1790 158 110 1632 1529 1318 211
internal_count=2361 2113 1937 176 248 193 1859 1790 158 110 1632 1529 1318 211
is_linear=0
shrinkage=0.00235754


Tree=553
num_leaves=18
num_cat=0
split_feature=4 2 123 2 2 159 2 147 52 52 2 2 2 4 2 4 16
split_gain=1735.13 593.251 272.193 193.293 106.011 83.7664 46.4891 45.1884 33.5865 88.9644 33.4629 51.0713 30.5088 25.7499 20.6932 15.4997 14.9638
threshold=0.30163500000000004 0.10859000000000001 1.0000000180025095e-35 0.14234000000000005 0.12708000000000003 0.040035000000000008 0.099675000000000014 0.08598500000000002 -0.42364999999999992 0.057125000000000002 0.074875000000000011 0.083175000000000013 0.10045500000000002 0.0049200000000000008 0.090000000000000011 -0.14538499999999996 -0.083479999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 12 8 7 10 -3 -10 13 -12 -2 16 -13 -8 -1
right_child=4 3 -4 -5 -6 -7 15 -9 9 -11 11 14 -14 -15 -16 -17 -18
leaf_value=0.0092416013976157167 0.0021554876172544981 0.00786889468576084 0.0048280978371675323 0.0021682230335029126 0.00029090036487068106 0.0037679343025008513 0.0082521141595379641 0.0067338006019750547 0.0044517219700071341 0.0077845768920809418 0.010751556712198747 0.0089322000702568276 0.0039600213334759389 0.0071596703872230643 0.0083096416254181682 0.0069228748539720344 0.0081779770592792806
leaf_weight=71 77 66 92 68 90 53 58 55 69 66 55 660 81 89 343 103 265
leaf_count=71 77 66 92 68 90 53 58 55 69 66 55 660 81 89 343 103 265
internal_value=0 0.00780468 0.00826563 0.00524076 0.00206838 0.00606325 0.00845176 0.00856165 0.00666837 0.00608128 0.00862942 0.00882499 0.00308074 0.00814252 0.00871932 0.00740187 0.0084028
internal_weight=0 2113 1791 322 248 254 1699 1538 201 135 1483 1058 158 425 1003 161 336
internal_count=2361 2113 1791 322 248 254 1699 1538 201 135 1483 1058 158 425 1003 161 336
is_linear=0
shrinkage=0.00205156


Tree=554
num_leaves=23
num_cat=0
split_feature=40 40 16 0 0 42 150 52 160 0 52 16 133 123 40 52 42 52 52 16 52 159
split_gain=827.374 310.535 204.006 98.0995 114.431 96.0693 85.569 83.823 72.4198 71.536 56.4728 40.2279 30.8227 29.6688 56.2365 27.8406 25.1412 11.7653 12.0586 7.74822 6.53103 1.06848
threshold=-0.026419999999999996 1.0000000180025095e-35 -0.26987499999999992 -0.070644999999999986 -0.10185499999999999 1.0000000180025095e-35 0.081245000000000026 -0.45478499999999994 0.08325500000000001 -0.14822499999999997 -0.046924999999999988 0.26753000000000005 0.0024650000000000006 0.094395000000000021 -0.08292999999999999 0.022635000000000006 0.095455000000000012 0.28251000000000009 -0.15337499999999996 0.51805000000000012 0.085310000000000011 -0.26786499999999996
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=8 2 5 4 6 15 9 19 13 -4 11 -9 -12 14 -1 -2 17 18 -6 -5 -18 -19
right_child=1 -3 3 7 16 -7 -8 10 -10 -11 12 -13 -14 -15 -16 -17 20 21 -20 -21 -22 -23
leaf_value=0.0012743351366326931 0.0035625488668971032 0.0023947864327281349 0.0081116857444380776 0.0073415708520081788 0.0072163105904144847 0.0069165243130020707 0.0039129068072965073 0.0035105770766669475 0.0047940834768665386 0.0053895654300495921 0.0057188598306946439 0.0058528831436333488 0.0073254598818748599 0.0010818196299138213 0.0040200352925715182 0.0053908048408406184 0.0064984127923891216 0.0074410623047725076 0.0080132931745669402 0.0084026593136570463 0.0073735894041637882 0.0070209188262232497
leaf_weight=52 90 60 87 53 85 88 52 54 66 71 93 66 101 54 72 54 66 52 858 60 74 53
leaf_count=52 90 60 87 53 85 88 52 54 66 71 93 66 101 54 72 54 66 52 858 60 74 53
internal_value=0 0.00690578 0.00703735 0.00726322 0.00752103 0.00526047 0.00615186 0.0064191 0.00299426 0.00688859 0.00588424 0.00479902 0.0065554 0.00232679 0.00286879 0.00424829 0.00776303 0.00787013 0.00794148 0.00790517 0.00696116 0.00722919
internal_weight=0 2117 2057 1825 1398 232 210 427 244 158 314 120 194 178 124 144 1188 1048 943 113 140 105
internal_count=2361 2117 2057 1825 1398 232 210 427 244 158 314 120 194 178 124 144 1188 1048 943 113 140 105
is_linear=0
shrinkage=0.00201133


Tree=555
num_leaves=27
num_cat=0
split_feature=1 1 11 157 150 15 12 51 4 15 4 48 1 13 12 160 4 13 43 13 51 159 4 4 13 13
split_gain=40.2431 13.2789 28.807 28.2815 26.3992 26.9357 9.07441 10.6008 9.04011 8.2905 32.4297 19.6464 7.01899 10.6319 7.06566 6.97448 8.97069 4.09293 3.93075 3.89118 3.23981 2.89782 3.91575 2.56932 1.73157 1.60548
threshold=0.11481500000000001 0.085810000000000011 0.081790000000000015 -0.078754999999999978 1.0000000180025095e-35 -0.088774999999999979 0.086935000000000012 0.035765000000000012 -0.1075 -0.41606999999999994 0.30163500000000004 0.087310000000000013 0.10574000000000001 -0.017484999999999997 0.088435000000000014 0.062030000000000009 0.0049200000000000008 -0.079299999999999995 -0.17922499999999997 -0.0013449999999999996 -0.086894999999999986 -0.091929999999999984 0.053255000000000004 -0.077679999999999985 -0.08731499999999999 0.024780000000000003
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 6 3 -3 12 -6 7 15 -8 17 11 -11 13 23 -15 16 20 -2 -10 21 -1 -20 -23 -5 -22 -21
right_child=9 2 -4 4 5 -7 8 -9 18 10 -12 -13 -14 14 -16 -17 -18 -19 19 25 24 22 -24 -25 -26 -27
leaf_value=0.005209383065824082 0.0032152076166360906 -0.0016511029151460154 0.0057725780007524367 0.0014997593589028769 -0.002987326073670471 0.0026029625275063762 0.00060423141644764958 0.006476750867836333 0.0048404339765248687 0.0033996838373624473 -0.0041526428362164873 -0.00093742243170326595 0.0014782974328123874 0.0061660936361911415 0.0033296321325647594 0.0054745648595682988 0.0011602357751597124 0.00094439949905576184 0.0046109206270649314 0.0014415866848551725 0.004294202682567444 0.0034279567397601405 0.0019689113790344582 0.0031112678936720101 0.0032723886930183226 0.0027707898630844317
leaf_weight=53 60 73 84 52 60 71 54 61 52 87 52 72 71 76 59 76 56 60 59 63 88 384 85 134 222 76
leaf_count=53 60 73 84 52 60 71 54 61 52 87 52 72 71 76 59 76 56 60 59 63 88 384 85 134 222 76
internal_value=0 0.00310305 0.0024046 0.00192981 0.00242975 4.20244e-05 0.00346037 0.00405919 0.00302958 0.00079129 5.78649e-05 0.0014353 0.00322753 0.00361422 0.00492694 0.00376113 0.00345018 0.00208035 0.00321164 0.00308456 0.00380327 0.00332551 0.00316366 0.00266109 0.00356266 0.00216882
internal_weight=0 2009 680 596 523 131 1329 556 773 331 211 159 392 321 135 495 419 120 719 667 363 528 469 186 310 139
internal_count=2340 2009 680 596 523 131 1329 556 773 331 211 159 392 321 135 495 419 120 719 667 363 528 469 186 310 139
is_linear=0
shrinkage=0.00614244


Tree=556
num_leaves=13
num_cat=0
split_feature=4 49 13 160 1186 13 1375 48 376 43 41 42
split_gain=22.8024 17.2722 19.7199 13.4436 12.6782 16.3549 19.5234 15.5958 11.3619 10.3884 14.4302 9.99478
threshold=0.26450500000000005 1.0000000180025095e-35 -0.15714499999999998 -1.0000000180025095e-35 0.084100000000000022 0.26482500000000003 -0.093609999999999985 -0.072824999999999987 0.083960000000000021 -0.17922499999999997 0.075585000000000013 0.077855000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 -1 -8 9 -9 -11 -5
right_child=1 -3 3 11 -6 -7 7 8 -10 10 -12 -13
leaf_value=-0.0011435257816204592 0.0031028449718903204 0.0037505825408616798 0.0014504648308478335 -0.0040590186294534826 -0.0004106370256541768 0.0061506599811564436 0.0056409148103352359 0.00024093508888571637 -8.8185873539244557e-05 0.0026429434205636083 0.0055369081786580182 -0.0003559318578332237
leaf_weight=54 57 58 53 63 54 52 68 67 61 1629 71 53
leaf_count=54 57 58 53 63 54 52 68 67 61 1629 71 53
internal_value=0 0.000692564 -9.19412e-05 -0.00116987 0.00259183 0.00267285 0.00258007 0.00268616 0.00257621 0.00266822 0.00276385 -0.00236767
internal_weight=0 284 226 169 2056 2002 1950 1896 1828 1767 1700 116
internal_count=2340 284 226 169 2056 2002 1950 1896 1828 1767 1700 116
is_linear=0
shrinkage=0.00628177


Tree=557
num_leaves=21
num_cat=0
split_feature=3 2 132 13 158 1 4 160 2 1 43 48 1 2 130 1 4 4 13 4
split_gain=41.1995 13.603 21.0906 15.2489 9.57544 8.66968 23.5757 11.9958 11.7481 5.46374 5.75362 5.42724 16.7983 13.46 6.98256 6.61964 4.99991 4.11525 4.2546 2.19175
threshold=0.31534000000000006 0.10272000000000002 0.081465000000000024 -0.14819499999999997 0.083065000000000014 0.11130500000000002 0.024315000000000003 -0.063919999999999991 0.10699500000000002 0.097145000000000023 -1.0000000180025095e-35 0.084965000000000027 0.078015000000000015 -0.013254999999999998 -0.077764999999999987 0.080270000000000022 0.50609000000000004 0.014585000000000002 -0.080624999999999988 -0.0062699999999999987
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 5 -1 11 7 -7 -3 -9 10 -10 13 19 -5 -15 -16 -8 18 -6 -13
right_child=-2 2 -4 4 17 6 16 8 9 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.0052892245889452297 -0.0025125108532186849 0.0048606859825716326 -0.0019300351420400194 0.0047785473659583081 0.0030689633683586796 0.003800918147306384 -0.0024699693574998837 -0.00034115114606125981 0.0027029286605625776 0.0036935212982079973 0.00014504774732531525 0.0015127327674254521 -0.00088666500246111857 0.0041978617139943782 0.0022777933575603699 0.0013055900104869018 0.00016192731262662489 0.0022842944731947803 0.0054150536165771413 0.0030882678395267255
leaf_weight=60 75 52 68 69 58 52 53 75 81 79 53 52 88 52 724 394 52 63 55 85
leaf_count=60 75 52 68 69 58 52 53 75 81 79 53 52 88 52 724 394 52 63 55 85
internal_value=0 0.00203178 0.00122058 0.00230134 0.00219199 0.00165178 0.000478724 0.00219327 0.00171143 0.00243447 0.00169171 0.00203206 0.0011695 0.00218864 0.00203585 0.00193523 -0.00116594 0.00352197 0.00421144 0.00249072
internal_weight=0 2265 565 1700 1640 497 157 340 288 213 134 1464 225 1239 1170 1118 105 176 113 137
internal_count=2340 2265 565 1700 1640 497 157 340 288 213 134 1464 225 1239 1170 1118 105 176 113 137
is_linear=0
shrinkage=0.0060327


Tree=558
num_leaves=21
num_cat=0
split_feature=15 150 51 48 150 52 150 15 15 132 15 48 151 48 15 133 15 52 15 133
split_gain=850.627 225.416 147.968 126.601 73.3607 60.1181 58.0744 39.8718 55.4874 50.611 35.102 30.8339 23.7473 21.111 19.2037 16.0574 9.02776 7.61608 4.38094 4.18152
threshold=-0.25061999999999995 0.083205000000000015 -0.071514999999999981 0.11865500000000002 -0.050224999999999992 0.11483500000000001 0.093625000000000014 0.022565000000000005 -0.10245999999999998 0.08518000000000002 0.094620000000000024 0.086950000000000013 -0.083134999999999987 0.087695000000000009 -0.42759999999999992 0.10051500000000001 0.08765000000000002 0.074235000000000009 0.11377500000000002 0.11135500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 14 -4 8 13 12 16 -8 -10 -6 -1 18 17 -9 -12 -18
right_child=1 2 6 -5 7 -7 11 10 9 -11 15 -13 -14 -15 -16 -17 19 -19 -20 -21
leaf_value=0.0035719440963913177 0.0064748027573315742 0.0090361322050551852 0.0068873319370351847 0.0056336592843693198 0.010207531803781613 0.0055686753643210667 0.0056056502384427363 0.010150329842220826 0.0093690530625477348 0.0063611435090851678 0.0090731566138799336 0.0034893370651425987 0.0081481887087087434 0.0087068425926181917 0.0019970642053774579 0.0076189649978552097 0.0092224911906419651 0.0093742491877555137 0.0084499999129170767 0.0086583666842591674
leaf_weight=84 68 77 96 65 84 52 72 76 80 65 91 52 561 81 57 80 186 214 113 86
leaf_count=84 68 77 96 65 84 52 72 76 80 65 91 52 561 81 57 80 186 214 113 86
internal_value=0 0.0082316 0.00653901 0.00850331 0.0086078 0.00364504 0.00566491 0.00869226 0.00837762 0.00812206 0.00901617 0.00471834 0.00830059 0.00947097 0.00293545 0.00841574 0.00931955 0.00957771 0.00872809 0.00904421
internal_weight=0 2147 297 1850 1785 193 220 1717 871 706 846 124 641 165 141 284 562 290 204 272
internal_count=2340 2147 297 1850 1785 193 220 1717 871 706 846 124 641 165 141 284 562 290 204 272
is_linear=0
shrinkage=0.00209259


Tree=559
num_leaves=10
num_cat=0
split_feature=2 48 151 151 9 9 42 48 2
split_gain=20.8104 10.0583 9.88645 31.7351 14.0314 12.0688 9.34472 7.36341 10.762
threshold=0.16730000000000003 0.12737000000000001 -0.089594999999999994 -0.086379999999999985 -1.0000000180025095e-35 1.0000000180025095e-35 0.082115000000000007 -0.065224999999999991 0.099675000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 7 -1 -6 -9
right_child=-2 -3 3 4 5 -7 -8 8 -10
leaf_value=0.0058075234165433755 -0.0017618245446513069 -0.00031395772546007029 -0.0029620356213716694 -0.0010140440021722428 0.0045633661873948246 0.0051616786256122064 0.0023868394343711753 0.0025150329111283815 0.0013510226132204164
leaf_weight=66 60 68 52 55 61 67 76 1362 473
leaf_count=66 60 68 52 55 61 67 76 1362 473
internal_value=0 0.00220281 0.00228021 0.00216376 0.00229588 0.00238865 0.00397723 0.00229062 0.00221503
internal_weight=0 2280 2212 2070 2018 1963 142 1896 1835
internal_count=2340 2280 2212 2070 2018 1963 142 1896 1835
is_linear=0
shrinkage=0.00664611


Tree=560
num_leaves=23
num_cat=0
split_feature=1 1 1 14 49 42 4 4 16 16 42 4 16 13 13 1 43 42 160 16 13 133
split_gain=2430.3 320.505 203.472 138.325 126.234 82.7351 77.4829 105.541 70.5731 60.0083 54.9182 52.7361 45.4973 43.47 28.8237 26.5898 22.0012 19.0665 18.5908 12.9135 7.91875 7.31301
threshold=0.10752500000000002 0.12419000000000001 0.09518500000000002 0.062655000000000016 -0.036809999999999996 0.077855000000000021 -0.11205499999999999 -0.49013999999999996 0.31615500000000002 -0.38959499999999997 0.083120000000000013 0.018150000000000003 -0.39442499999999997 -0.0024349999999999992 -0.00051499999999999994 0.13752500000000004 -0.16802999999999998 0.088060000000000013 -0.010724999999999998 0.0063750000000000013 -0.068189999999999987 -0.0081099999999999974
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 3 6 -4 13 7 -1 10 -3 -6 14 -13 -2 17 -11 -16 19 -18 -8 -14 -19
right_child=1 9 4 -5 8 -7 11 -9 -10 15 -12 12 20 -15 16 -17 18 21 -20 -21 -22 -23
leaf_value=0.0091994983535013067 0.0023883817368976746 6.1224473362080702e-05 0.0044337492991373077 0.012281357307382374 0.0057407879027020318 0.0065402083181396158 0.0098146842829075088 0.0050502749871700996 0.010047870690354952 0.0034351414473985336 0.0087148444550658559 0.0096744398707813983 0.0081132121446774452 0.0049373380724428879 0.0097574728678682127 0.0013896630681850906 0.0071667662331421711 0.0096541365201400393 0.0086975554994417441 0.0087710195333937941 0.0071791785337634402 0.0089201941003442219
leaf_weight=63 54 98 67 63 68 97 558 54 53 57 52 71 80 77 64 64 52 84 138 63 95 290
leaf_count=63 54 98 67 63 68 97 558 54 53 57 52 71 80 77 64 64 52 84 138 63 95 290
internal_value=0 0.00320896 0.00884693 0.0091156 0.00697172 0.00501576 0.00899187 0.00728467 0.0079545 0.0013278 0.00702974 0.00912546 0.0082033 0.0038868 0.00930707 0.00235343 0.00865141 0.00947441 0.00827873 0.00970884 0.0076063 0.0090851
internal_weight=0 447 1915 1675 240 228 1612 117 173 219 120 1495 246 131 1249 121 254 995 190 621 175 374
internal_count=2362 447 1915 1675 240 228 1612 117 173 219 120 1495 246 131 1249 121 254 995 190 621 175 374
is_linear=0
shrinkage=0.00217713


Tree=561
num_leaves=27
num_cat=0
split_feature=12 2 3 43 2 43 12 12 52 0 0 2 43 52 11 0 12 43 0 42 0 2 3 52 43 43
split_gain=901.371 425.363 236.105 223.199 126.478 106.355 76.5777 49.8431 27.889 25.3611 21.5346 16.7956 20.9008 14.656 12.9154 15.8386 8.19565 8.94812 8.16283 7.78662 6.99001 5.37966 3.17551 2.84585 2.4367 3.77841
threshold=0.054520000000000006 0.13538500000000001 0.30835000000000007 -0.031974999999999996 0.10394500000000002 -0.095244999999999982 0.092495000000000008 -0.08780499999999998 -0.089014999999999983 -0.034179999999999995 -0.14032999999999998 0.098215000000000011 -0.15924499999999997 0.044705000000000002 1.0000000180025095e-35 -0.071104999999999988 0.10222500000000002 -1.0000000180025095e-35 -0.14582499999999995 0.088060000000000013 -0.068669999999999995 0.084275000000000003 -0.089409999999999976 0.08257500000000001 -0.017259999999999998 -0.083154999999999993
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 6 3 5 8 -1 14 -7 -5 11 -6 12 -8 20 15 19 17 -14 -10 21 -13 22 -2 -23 25 -21
right_child=1 -3 -4 4 10 7 9 -9 18 -11 -12 13 16 -15 -16 -17 -18 -19 -20 24 -22 23 -24 -25 -26 -27
leaf_value=0.0057672881269242643 0.0087831547837272442 0.0020119920109656184 0.0012806128896261082 0.0086197854143301965 0.0037146015062626643 0.00359298652190531 0.0085935461863513238 0.0012973887463685269 0.007320439842487877 0.0057041819548205005 0.005398694354879806 0.0056663677335485442 0.0070753748704844507 0.0073127495713336786 0.0087363132425246539 0.0067464169083624546 0.0065671580048851756 0.0079253805437473207 0.0062150590360319242 0.007887977548872431 0.0067157208417505908 0.0080570219776035894 0.0081709639006375245 0.0077197022463475337 0.007871845902993526 0.0071913246591472236
leaf_weight=61 52 63 90 52 63 90 55 78 60 61 72 62 157 82 80 54 73 85 59 54 52 270 147 196 94 100
leaf_count=61 52 63 90 52 63 90 55 78 60 61 72 62 157 82 80 54 73 85 59 54 52 270 147 196 94 100
internal_value=0 0.00737269 0.00442988 0.00495962 0.00613385 0.00339046 0.00757443 0.00252731 0.00733444 0.00699335 0.00461295 0.00713225 0.00739623 0.00663379 0.00792239 0.00785503 0.00718711 0.00737402 0.00677258 0.00792057 0.00614522 0.00803967 0.00833105 0.00791519 0.00760114 0.00743575
internal_weight=0 1737 625 535 306 229 1674 168 171 627 135 566 370 196 1047 967 315 242 119 913 114 665 199 466 248 154
internal_count=2362 1737 625 535 306 229 1674 168 171 627 135 566 370 196 1047 967 315 242 119 913 114 665 199 466 248 154
is_linear=0
shrinkage=0.00210133


Tree=562
num_leaves=15
num_cat=0
split_feature=0 3 159 52 0 13 39 1429 156 14 159 13 12 13
split_gain=32.1588 27.046 25.5583 26.2969 21.833 21.3664 15.8355 15.9516 17.2882 11.977 12.6846 8.24582 10.4794 5.32262
threshold=0.0037850000000000002 0.11745500000000002 0.08512500000000002 -0.21347499999999997 -0.13972999999999997 -0.0076349999999999986 0.10732000000000001 0.084690000000000015 0.079145000000000007 -0.10708499999999999 0.11320500000000001 -0.086219999999999977 -0.086449999999999985 -0.090834999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -3 -5 7 9 -9 -1 11 13 -13 -11
right_child=2 4 -4 5 -6 -7 -8 8 -10 10 -12 12 -14 -15
leaf_value=0.0046968289002448241 0.0019592785068786472 -0.0020853708164229228 0.0030262086631624246 -9.0833091529402942e-05 0.0018227374710740253 -0.0045814275871559522 -0.00075776180708107138 0.0021563090935009153 -0.0018819459725930674 0.0024694291869152294 0.00025717923392783859 0.00025322545160107331 0.0022526500863524579 0.0037662909039421809
leaf_weight=56 52 80 53 54 78 64 52 64 54 200 86 77 1236 156
leaf_count=56 52 80 53 54 78 64 52 64 54 200 86 77 1236 156
internal_value=0 0.00193683 -0.000160487 -0.00115432 -0.000155696 -0.00252689 0.00210376 0.00218092 0.000307819 0.00230294 0.00222652 0.00232796 0.00213544 0.00303787
internal_weight=0 2139 223 170 158 118 1981 1929 118 1811 1755 1669 1313 356
internal_count=2362 2139 223 170 158 118 1981 1929 118 1811 1755 1669 1313 356
is_linear=0
shrinkage=0.0052563


Tree=563
num_leaves=25
num_cat=0
split_feature=3 3 43 2 2 0 43 16 3 49 2 16 52 3 3 0 3 0 47 2 16 130 3 2
split_gain=1675.07 433.485 340.647 314.457 216.239 141.194 95.6413 68.8515 200.809 67.863 60.2313 49.6027 33.3115 23.7489 23.1007 16.6269 16.39 12.9915 11.9732 11.4928 8.30696 4.96919 4.43786 2.78243
threshold=-0.058704999999999993 0.31343500000000007 -0.033174999999999989 0.12454500000000002 0.10428500000000002 -0.07409499999999998 -0.13868499999999997 0.070130000000000012 -0.094679999999999986 0.059705000000000001 0.095620000000000011 -0.12029499999999999 -0.087239999999999984 -0.12595999999999999 0.09037000000000002 0.024745000000000003 -0.083654999999999993 -0.068214999999999984 0.094825000000000007 0.087610000000000007 0.50597000000000014 -0.00077999999999999999 -0.074184999999999987 0.091250000000000012
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 6 5 12 10 -2 8 -7 -6 13 -8 -4 -1 -14 20 -12 -13 19 21 -9 -15 -10 -21
right_child=1 -3 4 -5 9 7 11 15 22 -11 16 17 14 18 -16 -17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.027672951520648796 0.022032564040097267 0.015711981984153967 0.02635888339366672 0.019836220847038573 0.019593360728370215 0.019926120804170461 0.016717709165000406 0.02539842982902777 0.025440626157630548 0.023040569176839332 0.023340771037191978 0.020283773973502988 0.024941008492569808 0.026864481878221103 0.022873763871181584 0.026356750052845407 0.025143580385568631 0.018615348997354557 0.025207542434386894 0.025984110516875079 0.02410592246780616 0.026275919035946928 0.024502684671257314 0.025497932912840825
leaf_weight=62 59 87 59 59 92 69 65 71 82 55 52 54 86 109 53 68 75 60 84 211 54 524 52 120
leaf_count=62 59 87 59 59 92 69 65 71 82 55 52 54 86 109 53 68 75 60 84 211 54 524 52 120
internal_value=0 0.0208182 0.0215802 0.0253989 0.0231372 0.0255999 0.0193231 0.0243247 0.0233262 0.0208833 0.0260081 0.0184299 0.0248104 0.0261914 0.024153 0.0253747 0.0244056 0.0194059 0.0261038 0.0261818 0.0248403 0.0263773 0.0250768 0.0258079
internal_weight=0 670 583 1692 345 1633 238 396 203 147 1237 179 198 1110 139 193 127 114 1048 964 125 633 134 331
internal_count=2362 670 583 1692 345 1633 238 396 203 147 1237 179 198 1110 139 193 127 114 1048 964 125 633 134 331
is_linear=0
shrinkage=0.0024518


Tree=564
num_leaves=17
num_cat=0
split_feature=0 16 457 13 376 49 159 475 156 48 131 0 159 52 474 43
split_gain=23.3354 40.4401 25.3273 15.9204 15.5284 13.7587 13.4663 24.8258 10.3375 11.5082 10.191 7.17255 6.44313 8.50005 3.1476 2.23441
threshold=0.0037850000000000002 0.034535000000000003 0.11251000000000001 0.039845000000000012 0.085395000000000013 0.13441 0.087410000000000015 -0.0056899999999999997 0.083125000000000018 0.10255000000000002 0.095205000000000026 -0.089594999999999994 0.10275500000000001 0.022635000000000006 0.083685000000000023 -0.076974999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 6 8 -8 9 10 -1 -10 -9 -14 -13 -11
right_child=1 3 -4 -5 -6 -7 7 12 11 15 -12 14 13 -15 -16 -17
leaf_value=0.0025003207413381427 -0.0021809891758989312 0.0040900112942282834 -0.0011574769945281772 0.00050054180759677674 -0.00028728947848297084 0.0048633282202694564 -0.0018542451312924084 0.0037290772378466759 0.0053194468238337862 8.5046209729665328e-05 0.003920345180333934 0.0023284961510950121 0.0025824962927328853 -4.6612071451128726e-05 0.0039797494239018766 0.001611514191690995
leaf_weight=1255 86 73 53 64 53 71 52 56 61 52 157 66 94 53 62 54
leaf_count=1255 86 73 53 64 53 71 52 56 61 52 157 66 94 53 62 54
internal_value=0 0.000641437 0.00242704 0.00241359 0.00251815 0.00259131 0.00250906 0.00138289 0.00267726 0.00253294 0.00265825 0.0038361 0.00221238 0.00163421 0.00312876 0.00086321
internal_weight=0 223 2139 137 2086 2033 1962 255 1707 1518 1412 189 203 147 128 106
internal_count=2362 223 2139 137 2086 2033 1962 255 1707 1518 1412 189 203 147 128 106
is_linear=0
shrinkage=0.00525183


Tree=565
num_leaves=27
num_cat=0
split_feature=1 1 12 12 2 1 14 52 1 13 12 1 2 1 47 42 13 2 52 12 133 52 474 13 133 2
split_gain=1603.29 187.262 185.598 125.944 103.262 72.5032 69.7397 49.3203 79.0887 40.7841 36.9182 28.4164 39.9732 38.1823 20.9083 20.616 13.899 12.1808 10.1853 9.79324 9.47147 8.70166 5.12005 4.40498 3.31189 2.64794
threshold=0.10892500000000001 0.13554500000000003 -0.029844999999999997 0.085090000000000013 0.099145000000000025 0.092810000000000017 0.062655000000000016 -0.51296999999999993 0.088595000000000021 -1.0000000180025095e-35 0.091475000000000015 0.085720000000000005 0.081460000000000019 1.0000000180025095e-35 0.085770000000000027 -0.079234999999999986 -0.041479999999999996 0.11366500000000002 0.0074400000000000013 0.095175000000000023 0.11224500000000003 -0.023474999999999996 0.087035000000000015 -0.070174999999999987 0.0061750000000000008 0.090715000000000004
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 3 5 9 6 -1 10 -6 17 21 11 13 23 22 -5 24 -3 19 20 -9 -17 -2 -4 -13 -12 -20
right_child=1 16 4 14 7 -7 -8 8 -10 -11 15 12 -14 -15 -16 18 -18 -19 25 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0080613505834069218 0.0030271020149131478 0.0018602176540418866 0.0093216251249157219 0.006165750722152274 0.0092378538863450953 0.0048519583361544515 0.011219013624126388 0.0089790941071208243 0.0053468206887651061 0.0055844079708055978 0.0088901568515256778 0.0093273007300947262 0.007005133424258592 0.01088310255573509 0.0080087340738339442 0.0074450026072679911 0.0031808858353992199 0.0074465937159147741 0.0089166555693182166 0.0078844191124253955 0.008501262389312569 0.0041061495320025539 0.0086573337178016876 0.0086628457235683395 0.0096294391977565681 0.0083254793372608705
leaf_weight=52 59 84 633 52 89 69 63 67 58 67 53 104 52 68 52 98 56 92 64 72 57 68 54 73 52 68
leaf_count=52 59 84 633 52 89 69 63 67 58 67 53 104 52 68 52 98 56 92 64 72 57 68 54 73 52 68
internal_value=0 0.00434604 0.00869224 0.00526555 0.0088561 0.00623138 0.00910687 0.00790142 0.00748978 0.00428874 0.00901015 0.0092225 0.00858837 0.00941481 0.00708745 0.00847704 0.00238864 0.00802774 0.0081918 0.00841223 0.00783358 0.00360503 0.00926944 0.00905338 0.00925649 0.00861228
internal_weight=0 438 1938 298 1817 121 1439 378 289 194 1376 984 229 755 104 392 140 231 287 139 155 127 687 177 105 132
internal_count=2376 438 1938 298 1817 121 1439 378 289 194 1376 984 229 755 104 392 140 231 287 139 155 127 687 177 105 132
is_linear=0
shrinkage=0.00205156


Tree=566
num_leaves=22
num_cat=0
split_feature=1 1 12 12 4 14 1 4 43 3 12 52 52 4 42 4 12 401 49 4 15
split_gain=1702.71 246.409 243.493 151.341 106.361 73.99 67.6297 62.5666 37.8273 38.5427 27.8464 30.3335 39.0621 26.7062 18.5083 13.7008 12.2339 10.7134 9.56132 7.39359 4.55114
threshold=0.10892500000000001 0.13554500000000003 -0.029844999999999997 0.085090000000000013 0.26900000000000007 0.062655000000000016 0.092810000000000017 0.05864500000000001 -0.049364999999999992 0.13772500000000001 0.095815000000000011 -0.043914999999999989 -0.092264999999999986 0.50373500000000015 -0.079234999999999986 -0.085474999999999982 0.11769500000000001 1.0000000180025095e-35 0.095135000000000011 0.0015850000000000003 0.084050000000000014
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=2 3 6 8 5 10 -1 -5 -2 -10 11 12 18 -3 -12 20 19 -17 -4 -16 -13
right_child=1 13 4 7 -6 -7 -8 -9 9 -11 14 15 -14 -15 16 17 -18 -19 -20 -21 -22
leaf_value=0.0080376237961853995 0.0032242832047822204 0.0029840812439528011 0.0096418031608884961 0.0093275498756271429 0.0064246339703970179 0.011640321604946101 0.0047495650833888972 0.0059495872218592507 0.0063264948631460436 0.0037934394580709982 0.0097360140120537168 0.010683226039886936 0.0077463903815256831 0.001082180676374579 0.0090208509762042914 0.0094803059055603208 0.007676277963666104 0.010222787671522415 0.0085876960720354303 0.0081254608918698273 0.0099577571250646629
leaf_weight=52 79 69 184 52 57 70 69 52 63 52 84 71 94 71 176 702 58 107 53 59 102
leaf_count=52 79 69 184 52 57 70 69 52 63 52 84 71 94 71 176 702 58 107 53 59 102
internal_value=0 0.00440145 0.00915261 0.0055203 0.0093517 0.00944649 0.00616281 0.00763879 0.0043845 0.00518132 0.0093556 0.00950552 0.00893489 0.00201971 0.0088334 0.00969784 0.00857455 0.00957854 0.00940617 0.00879615 0.0102556
internal_weight=0 438 1938 298 1817 1760 121 104 194 115 1690 1313 331 140 377 982 293 809 237 235 173
internal_count=2376 438 1938 298 1817 1760 121 104 194 115 1690 1313 331 140 377 982 293 809 237 235 173
is_linear=0
shrinkage=0.00217626


Tree=567
num_leaves=21
num_cat=0
split_feature=1 1443 2 52 1 2 1 133 1 457 52 0 1 159 0 130 47 0 1 1
split_gain=41.7066 14.5113 12.8743 12.7684 9.70705 20.3697 40.8693 20.6059 19.5223 9.48859 8.92188 8.61989 12.7554 4.72451 6.51693 4.3396 3.8141 3.72827 3.6941 3.18064
threshold=0.11530500000000002 0.084655000000000022 -0.025904999999999994 0.092650000000000024 0.087070000000000022 0.090485000000000024 0.097195000000000017 0.087005000000000013 0.10019500000000002 0.087195000000000009 -0.064819999999999989 -0.037224999999999994 0.10723500000000001 0.11089500000000001 -0.14857499999999998 -0.074144999999999989 0.081320000000000017 0.043875000000000004 0.089150000000000021 0.13279000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 10 9 7 -7 8 16 13 -4 12 -8 14 -1 -16 18 -17 -6 -12
right_child=2 -3 3 -5 5 6 11 -9 -10 -11 19 -13 -14 -15 15 17 -18 -19 -20 -21
leaf_value=0.0054322895789618081 -0.0016922430441007677 0.00627993983323948 0.00085218065849594442 -0.00080223840167793477 0.0015801056452229287 -0.0034402939586209136 -0.00047524443343890688 0.00095221104365039624 0.0067846776128395909 0.0058607960103362914 0.0022943887249135438 0.0041062982423546316 0.0031981533108647237 0.0015744702549872977 0.0049341408287974864 0.0033105411967278152 0.0045660945647309006 0.001814385537370415 0.0034454482531999066 0.004276682640576809
leaf_weight=53 54 53 96 66 56 52 60 93 74 54 56 71 74 52 55 1065 60 62 112 58
leaf_count=53 54 53 96 66 56 52 60 93 74 54 56 71 74 52 55 1065 60 62 112 58
internal_value=0 0.00322051 0.000951557 0.00146905 0.00313912 0.00254604 0.00124801 0.00339042 0.00414105 0.00342743 0.00218319 0.00243754 0.00155288 0.00332528 0.00339895 0.00330772 0.00328276 0.00322829 0.00282404 0.00330348
internal_weight=0 2046 330 276 1993 652 257 395 302 1341 210 205 134 1287 1235 1182 228 1127 168 114
internal_count=2376 2046 330 276 1993 652 257 395 302 1341 210 205 134 1287 1235 1182 228 1127 168 114
is_linear=0
shrinkage=0.00592182


Tree=568
num_leaves=22
num_cat=0
split_feature=1 1 2 3 0 2 14 15 0 13 43 1 3 0 0 2 15 15 15 42 1
split_gain=1093.48 158.534 143.508 92.3417 90.8907 71.9537 54.7652 46.8948 31.2687 28.8619 25.436 25.1043 24.1088 22.1098 24.3606 19.2688 14.7667 14.6911 11.9011 10.3958 1.20962
threshold=0.10892500000000001 0.13630500000000004 0.099325000000000011 -0.031844999999999991 -0.14310999999999999 -0.0091949999999999983 0.062655000000000016 -0.086189999999999989 -0.13740499999999997 0.10068000000000001 -0.072864999999999985 0.15067500000000003 0.13772500000000001 -0.014334999999999999 -0.079119999999999982 0.11366500000000002 0.041820000000000003 -0.020429999999999997 -0.029334999999999996 0.088200000000000014 0.096575000000000008
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=2 3 5 7 -4 -1 8 -2 -7 15 -5 -3 -12 14 19 18 -16 -17 -6 -10 -20
right_child=1 11 4 10 9 6 -8 -9 13 -11 12 -13 -14 -15 16 17 -18 -19 20 -21 -22
leaf_value=0.0047091305908662324 0.0037443189505064404 0.0020671036715700641 0.0034857107231670132 0.001998291313210554 0.0060024569025209336 0.0056519929353137819 0.0086850704601013334 0.0060832814140435176 0.0070969847896639147 0.0046457033836723172 0.0044069364616624845 0.00034114664727311387 0.0026017041344909109 0.0080468094710071103 0.0054758983912268746 0.0061766797750380407 0.0065695043430246056 0.0047926843999938525 0.0067680733122798785 0.0066332024991845274 0.0071922375292897854
leaf_weight=58 54 80 67 62 85 80 62 79 743 55 58 52 53 60 60 63 204 53 55 241 52
leaf_count=58 54 80 67 62 85 80 62 79 743 55 58 52 53 60 60 63 204 53 55 241 52
internal_value=0 0.00315843 0.00654071 0.00392236 0.00555529 0.00682169 0.00690618 0.00513378 0.0068267 0.00593722 0.00299091 0.00138734 0.00354516 0.00689854 0.00684331 0.00616778 0.00632104 0.00554452 0.00654422 0.00698342 0.0069744
internal_weight=0 438 1938 306 430 1508 1450 133 1388 363 173 132 111 1308 1248 308 264 116 192 984 107
internal_count=2376 438 1938 306 430 1508 1450 133 1388 363 173 132 111 1308 1248 308 264 116 192 984 107
is_linear=0
shrinkage=0.00193323


Tree=569
num_leaves=22
num_cat=0
split_feature=1 3 39 4 4 2 2 11 2 2 11 52 52 1 2 16 16 159 0 2 1
split_gain=1688.97 204.111 162.875 143.572 104.719 95.2616 93.2967 65.1896 85.129 48.773 34.3049 31.4777 76.2012 25.9115 22.9967 25.1584 18.0959 13.8309 20.3501 13.6075 7.8312
threshold=0.10892500000000001 -0.06340999999999998 0.081875000000000017 0.24099500000000004 0.27044500000000005 0.14721500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.10272000000000002 0.11444000000000001 0.083010000000000014 -0.42890999999999996 0.0029250000000000005 0.09518500000000002 0.089830000000000007 0.0073350000000000004 -0.066924999999999985 0.037030000000000007 -0.098524999999999988 0.084675000000000014 0.087135000000000004
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=2 3 4 -2 7 6 -3 8 14 -8 -9 -10 -13 -4 15 20 -14 18 -16 -17 -1
right_child=1 5 13 -5 -6 -7 9 10 11 -11 -12 12 16 -15 17 19 -18 -19 -20 -21 -22
leaf_value=0.010256079430352472 0.0090938506461782365 0.0022526501662993594 0.007985507782575842 0.0043517986084658962 0.0065381396582988366 0.0016495105483542417 0.0070073253912428931 0.012633941770850806 0.0098376238722931771 0.0044412793150069418 0.010296266162810734 0.0061236393137553118 0.010021221228781897 0.005815023641811844 0.0079147540261137687 0.008231576958557571 0.0082361896828567552 0.010340109567325381 0.0094244506291606255 0.0097647231889816891 0.0098022412823794026
leaf_weight=645 72 68 52 56 52 83 57 53 57 102 75 70 53 57 53 56 60 60 267 59 269
leaf_count=645 72 68 52 56 52 83 57 53 57 102 75 70 53 57 53 56 60 60 267 59 269
internal_value=0 0.00466003 0.00948856 0.00701939 0.00964575 0.00368577 0.0044302 0.00973668 0.00961808 0.00536133 0.0112644 0.00839486 0.00794535 0.0068507 0.00982642 0.00999916 0.00907363 0.00935859 0.00917448 0.00901835 0.0101225
internal_weight=0 438 1938 128 1829 310 227 1777 1649 159 128 240 183 109 1409 1029 113 380 320 115 914
internal_count=2376 438 1938 128 1829 310 227 1777 1649 159 128 240 183 109 1409 1029 113 380 320 115 914
is_linear=0
shrinkage=0.00222067


Tree=570
num_leaves=18
num_cat=0
split_feature=1 2 12 39 14 2 34 2 4 15 0 4 0 2 48 4 51
split_gain=1469.29 347.562 315.06 91.8078 76.5396 68.9826 63.4684 44.9475 41.2138 27.4524 57.9782 35.4616 24.4732 23.3424 19.2562 10.6716 12.6722
threshold=0.10312500000000001 0.12708000000000003 0.085090000000000013 0.081875000000000017 0.062655000000000016 0.16730000000000003 -0.021334999999999996 0.10803500000000001 -0.013024999999999998 -0.14899999999999999 -0.11073999999999999 0.0063250000000000008 -0.076639999999999986 0.10859000000000001 0.092150000000000024 0.057265000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 7 12 -2 9 -4 -1 -11 14 -3 -8 -12 16 -9
right_child=1 5 8 -5 -6 -7 13 15 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.011373780098048977 0.0021003061020940911 0.0016176218828596474 0.010228856412784898 0.0069970840362238423 0.012325450267178182 -0.00060390818014966559 0.0059612237005798267 0.0096242258373817526 0.0076812167017122727 0.0077089688233223054 0.0099121077398335311 0.0082725991943534971 0.0039567239175934341 0.0041557695192747136 0.0086596171892650425 0.0074119841309877111 0.0080083189551835524
leaf_weight=55 62 52 71 90 62 52 88 55 91 98 1124 100 61 92 83 57 69
leaf_count=55 62 52 71 90 62 52 88 55 91 98 1124 100 61 92 83 57 69
internal_value=0 0.00484461 0.00609526 0.0094628 0.00959309 0.00178226 0.00428591 0.00948984 0.00879794 0.00963586 0.00956781 0.00970717 0.00288056 0.00503858 0.009826 0.00831184 0.00872527
internal_weight=0 569 404 1793 1703 165 242 1641 162 1460 1405 1307 113 180 1207 181 124
internal_count=2362 569 404 1793 1703 165 242 1641 162 1460 1405 1307 113 180 1207 181 124
is_linear=0
shrinkage=0.00250388


Tree=571
num_leaves=15
num_cat=0
split_feature=4 13 49 14 49 13 13 13 16 15 0 4 13 4
split_gain=1215.7 269.83 148.939 77.0852 81.4989 60.3086 58.1059 57.3238 50.2229 39.761 132.527 44.6674 36.1827 24.4284
threshold=0.30163500000000004 -0.28558999999999996 -0.020999999999999994 0.062655000000000016 0.13022500000000004 -0.075154999999999986 -1.0000000180025095e-35 -0.00038499999999999998 -0.49181999999999998 -0.14820999999999998 -0.13314999999999996 0.0047850000000000011 1.0000000180025095e-35 0.005935000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 9 13 8 -7 -2 -4 -11 -12 -8 -3
right_child=6 2 3 -5 -6 7 12 -9 -10 10 11 -13 -14 -15
leaf_value=0.0032254494060657063 0.0030277322137464381 0.0076661396005925702 0.0091018073777629528 0.0097325322649900771 0.0053442402986194999 0.0033249263574462811 0.0046836619161111865 0.0059069682600584464 0.0006904164004764877 0.0042318779391197978 0.0076473939263326293 0.0066922001322400042 0.0023927507609896453 0.0058434632559017713
leaf_weight=71 65 70 57 57 78 54 59 98 87 52 1274 235 53 52
leaf_count=71 65 70 57 57 78 54 59 98 87 52 1274 235 53 52
internal_value=0 0.0070801 0.00721511 0.0074307 0.00735333 0.00583571 0.00250032 0.00498981 0.00169007 0.00745017 0.00738984 0.00749865 0.00359976 0.00688944
internal_weight=0 2098 2027 1753 1696 274 264 152 152 1618 1561 1509 112 122
internal_count=2362 2098 2027 1753 1696 274 264 152 152 1618 1561 1509 112 122
is_linear=0
shrinkage=0.00201133


Tree=572
num_leaves=20
num_cat=0
split_feature=1 52 2 124 52 14 47 2 16 2 148 48 4 0 0 0 49 0 16
split_gain=1619.7 449.531 238.723 116.714 92.7839 90.0904 66.8693 55.5906 54.7696 47.6334 28.8933 27.3646 45.6663 26.6047 25.8212 23.3271 22.5094 27.5514 9.02257
threshold=0.10312500000000001 -0.41304999999999997 0.12708000000000003 -0.082254999999999981 0.12492500000000002 0.062655000000000016 0.102035 0.16730000000000003 -0.50327499999999992 0.11517500000000001 -1.0000000180025095e-35 0.093265000000000015 -0.50547999999999982 -0.076639999999999986 -0.079249999999999987 -0.087084999999999982 -0.054509999999999996 -0.082064999999999985 0.27552000000000004
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 -1 6 9 8 13 -3 10 -5 12 -12 -4 -14 -13 -10 -18 -11
right_child=1 2 7 5 -6 -7 -8 -9 16 18 11 15 14 -15 -16 -17 17 -19 -20
leaf_value=0.0057445992951579627 0.0097619982163021108 0.0057828475015759629 0.0014399440907979849 0.00731817343556987 0.0076015461361393531 0.011490188384880629 0.0066660519127057167 -0.00013483594570377433 0.004472262277780685 0.006906446062209198 0.011004747902118061 0.0087981717337085458 0.0091547879714526104 0.0035604654782463723 0.008454689060431949 0.0068756801705082598 0.0016579542068130171 0.0037678487945197302 0.008136664071692095
leaf_weight=57 70 57 52 52 52 62 52 52 55 63 55 71 994 61 335 52 55 63 52
leaf_count=57 70 57 52 52 52 62 52 52 55 63 55 71 994 61 335 52 55 63 52
internal_value=0 0.00459513 0.00387028 0.00881118 0.00492871 0.00891186 0.00443577 0.0017276 0.00393143 0.00881635 0.00891617 0.00897129 0.00905888 0.00258486 0.00897833 0.0079856 0.00332129 0.00278462 0.00746292
internal_weight=0 569 499 1793 334 1736 282 165 230 1674 1559 1507 1384 113 1329 123 173 118 115
internal_count=2362 569 499 1793 334 1736 282 165 230 1674 1559 1507 1384 113 1329 123 173 118 115
is_linear=0
shrinkage=0.00217713


Tree=573
num_leaves=19
num_cat=0
split_feature=1 10 3 11 1 51 39 3 39 3 3 480 16 133 133 1 51 1
split_gain=83.3762 38.6299 24.4544 14.441 15.364 15.1114 12.9677 12.8658 13.148 11.964 9.02536 8.91469 9.78484 8.39837 6.88066 6.22337 5.58664 3.89641
threshold=0.118385 -1.0000000180025095e-35 0.11745500000000002 0.079915000000000014 0.089710000000000026 0.087425000000000017 0.098220000000000016 -0.096404999999999991 0.081875000000000017 -0.18766499999999997 0.149315 -0.039079999999999997 -0.4582 0.11370000000000001 0.19121000000000002 0.12719000000000003 -0.091399999999999981 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 11 7 10 -6 17 -5 15 -1 -13 16 -15 -3 -14 -9
right_child=1 6 -4 9 5 -7 -8 8 -10 -11 -12 12 13 14 -16 -17 -18 -19
leaf_value=0.0021932182824890888 -0.0038983351996465868 0.0023489083856152726 0.00090175466813858585 0.0047736091254572659 0.0001061853234448387 0.0065101606232003152 -0.00074033074671211573 0.0025544048269525422 0.0013255332423571793 0.0085808882050401256 0.00086249896314624316 0.0074454658601436916 0.0038409700382683481 0.0016047983952282533 0.0042530609420927254 0.005369704975496499 0.0051340816610815606 0.0044633731708956766
leaf_weight=52 56 53 75 69 52 56 54 52 88 62 61 55 154 53 145 55 941 229
leaf_count=52 56 53 75 69 52 56 54 52 88 62 61 55 154 53 145 55 941 229
internal_value=0 0.000767576 0.00442609 0.0045577 0.0044168 0.00344224 0.00193959 0.00303399 0.0034464 0.00657604 0.00279629 0.00474879 0.00484733 0.00473676 0.00354452 0.0038879 0.00495228 0.00411035
internal_weight=0 279 2083 2008 1877 477 223 421 369 131 169 1400 1348 1293 198 108 1095 281
internal_count=2362 279 2083 2008 1877 477 223 421 369 131 169 1400 1348 1293 198 108 1095 281
is_linear=0
shrinkage=0.00628428


Tree=574
num_leaves=24
num_cat=0
split_feature=1 1 12 14 39 13 1 12 1 12 12 43 39 0 43 156 49 50 12 43 43 43 1
split_gain=1927.95 439.963 305.929 122.41 121.137 89.3503 67.0448 40.0767 26.2803 44.1062 23.3143 22.414 16.8955 16.0132 17.1412 14.6607 16.0384 15.7034 8.05388 3.70865 3.11457 1.77656 1.38368
threshold=0.10312500000000001 0.13075500000000004 0.085090000000000013 0.062655000000000016 0.081875000000000017 -1.0000000180025095e-35 0.14846500000000004 0.093270000000000006 0.088985000000000022 0.086885000000000004 0.10266500000000002 -0.040439999999999997 0.088025000000000006 -0.043914999999999989 -0.073404999999999984 -1.0000000180025095e-35 -0.020999999999999994 0.10944000000000002 0.10031500000000002 0.0039500000000000013 -0.046639999999999994 -0.14103999999999997 0.091515000000000013
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 5 4 7 12 11 8 15 -10 -4 -3 -2 14 21 -1 -17 -18 22 -20 -11 -9 -16
right_child=1 6 10 -5 -6 -7 -8 13 9 20 -12 -13 -14 -15 18 16 17 -19 19 -21 -22 -23 -24
leaf_value=0.011540550584319019 0.003698988301350127 0.0011765518144484536 0.0095918870852535129 0.013208703300794856 0.0068349096921290148 0.0060861552117605078 -0.00094813654711838253 0.010484928946534073 0.0077722340847182171 0.0098187944028911931 0.0075581664954434543 0.0032579689429918617 0.0018923182448134655 0.0079136846555431621 0.0096275057142188904 0.0092253135211747793 0.010403099658968205 0.0090919618713168598 0.008025266305214494 0.008927018327189928 0.010615930768407224 0.0098826194809029586 0.0090947349590884564
leaf_weight=54 77 57 96 65 87 98 54 52 76 69 56 75 56 52 85 96 783 62 52 66 58 84 52
leaf_count=54 77 57 96 65 87 98 54 52 76 69 56 75 56 52 85 96 783 62 52 66 58 84 52
internal_value=0 0.00455476 0.00608726 0.00983842 0.00971163 0.00427398 0.00139899 0.00986413 0.010102 0.00928061 0.0088428 0.00235938 0.00293849 0.00922074 0.0093945 0.0102696 0.0101966 0.0103069 0.00901114 0.00852986 0.0101831 0.0101131 0.00942548
internal_weight=0 569 383 1793 1728 231 186 1641 1198 203 152 132 133 443 391 995 941 845 255 118 127 136 137
internal_count=2362 569 383 1793 1728 231 186 1641 1198 203 152 132 133 443 391 995 941 845 255 118 127 136 137
is_linear=0
shrinkage=0.00250084


Tree=575
num_leaves=31
num_cat=0
split_feature=1 1 12 1 49 12 1 11 0 43 13 12 15 43 159 42 12 49 0 43 12 403 42 43 43 50 0 43 13 0
split_gain=1503.52 211.102 219.071 115.253 108.818 71.0536 57.8217 50.3134 42.1462 31.2229 29.7609 24.5023 22.473 18.0229 14.234 14.2078 14.1009 11.3837 10.4096 8.74416 5.51209 4.31114 4.81903 2.8464 2.76651 2.68098 2.66373 2.47688 5.24052 1.78481
threshold=0.10491000000000002 0.12419000000000001 0.087245000000000003 0.089710000000000026 -0.020999999999999994 0.091625000000000012 0.14787500000000001 1.0000000180025095e-35 -0.063109999999999986 -0.080044999999999991 -0.072559999999999986 0.054520000000000006 -0.033689999999999991 -0.045129999999999997 0.083310000000000009 0.090625000000000025 0.087745000000000004 0.097940000000000013 -0.14310999999999999 -0.0040649999999999983 0.086565000000000017 -0.091519999999999976 0.083835000000000007 -0.07581499999999998 -0.038674999999999994 0.093260000000000023 -0.081804999999999975 -0.14103999999999997 -0.06457499999999998 -0.083069999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 -5 7 10 11 17 -6 -3 12 -1 -10 18 -4 21 19 -2 27 -11 -13 -23 29 -22 -26 -25 -7 -29 -18
right_child=1 6 15 4 9 8 -8 -9 13 20 -12 16 -14 -15 -16 -17 23 -19 -20 -21 24 22 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.01168629096515243 0.0055401745740185394 0.0041122139469246238 0.01087676694786993 0.0071940546084320878 0.0089367853310945589 0.011963286609235216 0.002235384281901088 0.014074854651405205 0.0082431875648631067 0.010221389384695792 0.0063078105399479393 0.011450313515764705 0.0097942728102438908 0.010223581226697016 0.0048131494352721535 0.0091781524487867458 0.01076234675704313 0.010065490113637192 0.0070093181138682469 0.010578887206618067 0.010749479164766165 0.01242787407933928 0.011899980981138931 0.011740567650087581 0.011788090321403056 0.010993929667491954 0.011100343116933016 0.011906076261967383 0.010900335173447837 0.011385869743781026
leaf_weight=72 55 78 68 75 60 54 56 52 55 52 71 74 80 56 56 53 66 66 62 91 69 169 286 125 53 53 60 55 75 52
leaf_count=72 55 78 68 75 60 54 56 52 55 52 71 74 80 56 56 53 66 66 62 91 69 169 286 125 53 53 60 55 75 52
internal_value=0 0.00627026 0.00760201 0.011066 0.00982477 0.011368 0.0043602 0.0117221 0.0105563 0.0105121 0.00515861 0.0115977 0.0106907 0.00924254 0.00583165 0.010133 0.0117634 0.0109838 0.00631892 0.0112041 0.0109284 0.0120058 0.0120961 0.0113401 0.0111384 0.0113913 0.0115331 0.0115132 0.011326 0.0110373
internal_weight=0 499 294 1850 362 1488 205 1036 452 287 149 984 152 111 173 121 832 341 117 275 227 529 455 303 175 106 185 184 130 118
internal_count=2349 499 294 1850 362 1488 205 1036 452 287 149 984 152 111 173 121 832 341 117 275 227 529 455 303 175 106 185 184 130 118
is_linear=0
shrinkage=0.0024518


Tree=576
num_leaves=21
num_cat=0
split_feature=2 2 2 2 0 0 0 14 3 16 52 52 0 0 50 3 2 52 403 133
split_gain=1051.24 501.13 228.291 186.758 143.924 93.8774 86.2678 82.8118 45.9183 33.4176 30.1592 35.7012 21.3167 19.3107 18.0978 20.6763 14.5838 11.186 8.85242 2.91558
threshold=0.12051500000000002 -1.0000000180025095e-35 0.099675000000000014 0.15630500000000003 -0.13740499999999997 -0.070064999999999975 -0.085309999999999983 0.062655000000000016 0.085315000000000016 0.062365000000000011 -0.45478499999999994 0.024560000000000002 -0.16802499999999995 -0.079249999999999987 0.089465000000000017 -0.097224999999999992 0.092575000000000018 0.11297500000000001 0.087260000000000018 0.032620000000000003
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 5 7 6 12 -1 -2 8 13 -8 -6 -12 -4 16 15 -15 18 -13 -3 -18
right_child=3 2 4 -5 10 -7 9 -9 -10 -11 11 17 -14 14 -16 -17 19 -19 -20 -21
leaf_value=0.0071768534275044506 0.0030119719398464489 0.010017012473695025 0.0066535500164375721 0.0008706886191248228 0.01001676874793706 0.0033900082759395337 0.0053693848363713546 0.012679038297258688 0.0081370713749607075 0.0077843520329573933 0.0071844275781855265 0.0099478130073247604 0.0046117827070531886 0.0077679727792694326 0.010232080053796467 0.0093903929704381734 0.0088132259091777392 0.0084678793533030042 0.010715051242797808 0.0095915805671566712
leaf_weight=62 61 792 55 72 75 88 74 55 94 56 93 53 59 55 101 215 56 62 117 54
leaf_count=62 61 792 55 72 75 88 74 55 94 56 93 53 59 55 101 215 56 62 117 54
internal_value=0 0.00910539 0.00942692 0.00410553 0.0078333 0.00495541 0.00532481 0.00983799 0.00973268 0.00640987 0.00873402 0.00827137 0.00559707 0.00984056 0.00937915 0.00905999 0.0100085 0.00915015 0.0101069 0.00919556
internal_weight=0 2086 1936 263 397 150 191 1539 1484 130 283 208 114 1390 371 270 1019 115 909 110
internal_count=2349 2086 1936 263 397 150 191 1539 1484 130 283 208 114 1390 371 270 1019 115 909 110
is_linear=0
shrinkage=0.00235659


Tree=577
num_leaves=21
num_cat=0
split_feature=1 2 2 0 2 49 151 48 0 2 2 131 14 0 0 160 49 52 150 49
split_gain=59.3973 23.8979 18.2236 21.3372 27.5655 17.3389 10.6601 14.027 11.4849 11.8063 10.4348 13.8224 10.0265 9.98135 8.31233 17.8193 8.27836 6.2328 2.57623 1.41599
threshold=0.096300000000000011 0.12051500000000002 -0.007134999999999999 -0.091809999999999989 0.11225500000000001 -0.022974999999999999 -0.10443499999999999 -0.026004999999999997 -0.14216999999999999 0.089540000000000022 0.10527500000000002 0.090175000000000019 -1.0000000180025095e-35 -0.10946999999999998 -0.079249999999999987 -0.080844999999999986 0.088030000000000011 -0.45478499999999994 0.083295000000000022 0.097085000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -3 -1 -8 9 -9 11 -5 -7 -10 16 -16 18 -17 -15 -18
right_child=1 5 3 10 -6 12 7 8 13 -11 -12 -13 -14 14 15 17 19 -19 -20 -21
leaf_value=0.0061761571879223251 0.00096079593847158979 -0.0019110968123609998 0.00035070110693305142 0.0068620242214674282 0.0051296764500891757 0.003226442087517184 0.0015022781089623597 0.0041593554586734196 0.0017778810441175922 0.0077116539063633496 0.002701960590697387 0.0036256060426888494 0.0002886448699454616 0.0046026490634844749 0.0012644253166379795 0.0056143643566177607 0.0037627100041469478 0.003784796488163007 0.0057476269442868246 0.0026193787065806485
leaf_weight=76 103 53 101 82 53 65 57 55 52 53 59 71 69 705 78 63 65 366 62 61
leaf_count=76 103 53 101 82 53 65 57 55 52 53 59 71 69 705 78 63 65 366 62 61
internal_value=0 0.00230864 0.00295536 0.00351651 0.00199579 0.000686348 0.00421071 0.00411829 0.00421384 0.00590314 0.00462092 0.00536053 0.00171412 0.00408815 0.00417392 0.00362462 0.00448572 0.00405361 0.00469528 0.00320965
internal_weight=0 656 469 366 154 187 1693 1617 1560 108 212 153 134 1452 1400 507 893 429 767 126
internal_count=2349 656 469 366 154 187 1693 1617 1560 108 212 153 134 1452 1400 507 893 429 767 126
is_linear=0
shrinkage=0.00536572


Tree=578
num_leaves=25
num_cat=0
split_feature=1 155 16 3 1 1 16 160 3 456 3 42 11 3 48 160 151 151 401 3 16 3 42 1
split_gain=41.0843 14.601 19.2214 15.6823 14.7803 16.2734 22.8454 8.48677 8.77894 7.88985 11.2611 7.58247 9.70727 18.9239 9.12695 7.25615 6.74233 5.5917 4.27242 3.83403 5.00691 4.66687 2.57004 2.24993
threshold=0.096300000000000011 0.087925000000000017 -0.49181999999999998 -0.036004999999999988 0.10574000000000001 0.13148500000000005 -0.0098949999999999975 -0.066494999999999985 -0.08292999999999999 0.077935000000000018 0.092330000000000009 0.08648500000000002 1.0000000180025095e-35 -0.11197999999999998 0.088580000000000006 -0.13366499999999998 -1.0000000180025095e-35 -0.085604999999999987 0.093220000000000011 -0.029309999999999996 -0.016079999999999994 -0.073629999999999987 0.090275000000000008 0.081005000000000008
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=9 2 16 7 -5 6 -6 -4 -9 10 11 12 13 -1 15 22 -2 -11 23 21 -21 -15 -13 -17
right_child=1 -3 3 4 5 -7 -8 8 -10 17 -12 14 -14 19 -16 18 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.00096628123394590696 0.0025219669875385063 0.0052405403629834481 0.0050146858333804112 0.0035398335334404004 0.00080233221433850517 0.0014422936225794881 -0.0055150398753016864 -0.00011474771220618116 0.0034449471588287933 0.007710973051415158 0.0016070344313904757 0.0046781288893356842 0.0075796557671888396 0.0049291959280188197 0.0013509928478967171 0.0037934243343087761 0.0057138673852974451 0.0046646510568262786 0.0054171796194438949 0.0046971927049277388 0.0076481073822329791 0.0030353346579534775 0.0068149627072595798 0.0026077785617628943
leaf_weight=60 52 76 60 53 53 103 53 56 75 56 68 53 56 618 61 276 75 56 61 55 52 67 52 102
leaf_count=60 52 76 60 53 53 103 53 56 75 56 68 53 56 618 61 276 75 56 61 55 52 67 52 102
internal_value=0 0.00243529 0.00206757 0.0014114 0.000330025 -0.000483598 -0.00235567 0.00289438 0.00192269 0.00444157 0.00431777 0.00443956 0.0048331 0.00465249 0.00384879 0.00412874 0.00440752 0.00618846 0.0037439 0.00493166 0.00613196 0.00474406 0.00573706 0.00347368
internal_weight=0 656 580 453 262 209 106 191 131 1693 1581 1513 908 852 605 544 127 112 439 792 107 685 105 378
internal_count=2349 656 580 453 262 209 106 191 131 1693 1581 1513 908 852 605 544 127 112 439 792 107 685 105 378
is_linear=0
shrinkage=0.00680503


Tree=579
num_leaves=22
num_cat=0
split_feature=1 3 2 124 2 2 15 12 2 49 1 2 15 403 151 2 3 15 12 15 15
split_gain=1110.78 202.468 100.006 87.2906 66.9782 64.9007 60.0418 61.1649 49.6959 44.227 103.337 42.5748 29.025 36.8434 19.6686 15.9626 27.8657 14.701 13.3249 11.4123 9.55375
threshold=0.10508500000000001 -0.050489999999999993 0.14721500000000001 -0.043384999999999993 0.114165 0.12611000000000003 0.029300000000000003 0.083570000000000019 -1.0000000180025095e-35 -0.020999999999999994 0.085425000000000015 0.10925000000000001 -0.11399999999999998 0.060270000000000011 -0.083134999999999987 0.10054500000000001 -0.10919499999999999 -0.092534999999999992 0.085635000000000003 -0.067469999999999988 0.087720000000000006
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 4 8 -1 19 6 9 -8 -3 10 -5 -10 18 14 -14 16 -9 -13 -11 -2 -18
right_child=1 2 -4 5 -6 -7 7 15 11 12 -12 17 13 -15 -16 -17 20 -19 -20 -21 -22
leaf_value=0.0055795011293444195 0.0062224188224475939 0.0024994480092544553 0.0012186370350258794 0.0078822180366064209 0.0042620577235750043 0.0055609130465639808 0.010024347943568782 0.0095339949680373227 0.0060021047497475439 0.0093254152137942376 0.0043641393087972416 0.0031641156035555249 0.0084119660935512326 0.0058535605087317753 0.0074469428841652963 0.0070286179446595043 0.0083383114233029614 0.0045400750137047467 0.0079725378068574611 0.0074850448609091692 0.0078310147465477323
leaf_weight=78 55 71 71 81 59 53 69 53 53 52 58 63 105 52 469 58 238 63 69 62 417
leaf_count=78 55 71 71 81 59 53 69 53 53 52 58 63 105 52 469 58 238 63 69 62 417
internal_value=0 0.00427641 0.00332569 0.00766294 0.00601029 0.00775453 0.00782208 0.00820932 0.003924 0.0074571 0.0064144 0.00448893 0.0076511 0.00747652 0.00762351 0.00804579 0.00812909 0.00385227 0.00855412 0.00689169 0.00801538
internal_weight=0 497 321 1852 176 1774 1721 835 250 886 139 179 747 626 574 766 708 126 121 117 655
internal_count=2349 497 321 1852 176 1774 1721 835 250 886 139 179 747 626 574 766 708 126 121 117 655
is_linear=0
shrinkage=0.00201133


Tree=580
num_leaves=20
num_cat=0
split_feature=3 1 12 39 51 0 1 150 15 3 15 0 0 12 0 50 50 3 16
split_gain=71.6995 27.4184 30.7812 21.0725 14.5404 17.6407 12.9081 13.0826 10.1193 13.6377 51.0831 10.558 9.20343 6.06645 5.9951 5.33799 6.54429 4.06082 2.41902
threshold=0.31534000000000006 0.094750000000000015 -1.0000000180025095e-35 0.090455000000000021 0.10446500000000002 0.048285000000000008 0.12180500000000001 0.08926000000000002 -0.11664999999999999 -0.11197999999999998 1.0000000180025095e-35 -0.10566999999999999 -0.098179999999999976 0.083785000000000012 -0.076539999999999983 0.10883000000000001 1.0000000180025095e-35 -0.012374999999999999 -0.069894999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 6 7 14 12 10 -10 -11 -1 17 -4 16 -15 -13 -17
right_child=-2 2 4 -5 -6 -7 -8 -9 9 11 -12 13 -14 15 -16 18 -18 -19 -20
leaf_value=0.0067730900404295129 -0.0029648788135234632 -0.0017508076426360254 0.0040722354791325596 0.002043676259309284 0.0053884692466389496 0.0051042351231616843 -0.00039231394053749379 -7.9055791558675371e-05 -0.0023063406048479929 0.0016069120184182323 0.0050065453311334421 0.005560169261453759 0.0035615616646130313 0.0033754449384484271 0.0020337082779253203 0.0030703886422134637 0.0046308813942049533 0.003620713664603896 0.0014678509264252437
leaf_weight=53 67 98 103 92 62 65 66 52 60 95 64 78 64 860 86 65 160 64 58
leaf_count=53 67 98 103 92 62 65 66 52 60 95 64 78 64 860 86 65 160 64 58
internal_value=0 0.00301239 0.00199791 8.62015e-05 0.00283469 0.0024089 0.00183803 0.00244908 0.00340287 0.00327727 0.00146756 0.00343984 0.00501688 0.0035753 0.00314497 0.0034372 0.00357244 0.00468648 0.00231521
internal_weight=0 2245 624 190 434 372 307 241 1621 1504 124 1380 117 1285 189 1143 1020 142 123
internal_count=2312 2245 624 190 434 372 307 241 1621 1504 124 1380 117 1285 189 1143 1020 142 123
is_linear=0
shrinkage=0.00569414


Tree=581
num_leaves=26
num_cat=0
split_feature=1 1 12 12 1 1 12 12 16 12 159 12 11 15 1 15 16 16 49 151 133 15 1212 133 42
split_gain=1266.59 253.352 175.018 96.2576 83.1964 37.9688 33.8566 30.7133 29.1469 18.1209 16.8064 16.7065 16.2115 13.8576 13.6576 9.26801 8.16805 7.68471 7.10335 8.15214 6.45229 5.55454 5.12464 3.62821 2.71418
threshold=0.104035 0.13662500000000002 0.023990000000000004 0.077755000000000005 0.093575000000000019 0.14787500000000001 0.11769500000000001 -1.0000000180025095e-35 0.23451000000000002 0.090255000000000016 0.082585000000000006 -0.089089999999999989 0.075910000000000019 -0.075694999999999985 0.084795000000000023 -0.03886499999999999 -0.040484999999999993 -0.082084999999999991 -0.0096099999999999988 -0.084304999999999977 -0.0089749999999999986 -0.075694999999999985 1.0000000180025095e-35 0.024130000000000002 0.08486500000000001
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 7 4 10 -3 9 11 -4 12 14 -2 18 -9 -1 16 -11 -17 24 -20 -21 -18 23 -19 -5
right_child=1 5 8 6 -6 -7 -8 13 -10 15 -12 -13 -14 -15 -16 17 21 22 19 20 -22 -23 -24 -25 -26
leaf_value=0.0068014644505605248 0.0034263767644654337 0.0021343357649625861 0.0051890214390849787 0.0065447979175689459 0.0044988096617761975 5.2093173150275672e-06 0.0057756829657510059 0.0033871284046940505 0.006927977427918704 0.0062491695691669876 0.0075579464074530221 0.0020441259172084879 0.0083680036604983805 0.0046674656381470447 0.0055607551116865338 0.007623902661668131 0.0074376405538823832 0.0068863937168387821 0.0080005595744387613 0.0075433767451858515 0.0071455861441970256 0.006609346212638199 0.0064444840142167158 0.0073415184957594162 0.007162894794072971
leaf_weight=81 61 68 72 52 95 54 62 59 67 101 55 65 57 63 53 90 54 136 71 262 342 65 52 122 53
leaf_count=81 61 68 72 52 95 54 62 59 67 101 55 65 57 63 53 90 54 136 71 262 342 65 52 122 53
internal_value=0 0.00357389 0.00432469 0.00695961 0.00594639 0.0011921 0.00714903 0.00337028 0.00602737 0.00720746 0.0066739 0.00271347 0.00738977 0.00404845 0.00631089 0.0069613 0.00664749 0.00713385 0.00731826 0.00738998 0.00731817 0.00698538 0.00699151 0.00710169 0.00685698
internal_weight=0 509 387 1803 284 122 1519 248 139 1457 189 126 837 122 134 620 220 400 780 675 604 119 310 258 105
internal_count=2312 509 387 1803 284 122 1519 248 139 1457 189 126 837 122 134 620 220 400 780 675 604 119 310 258 105
is_linear=0
shrinkage=0.00189532


Tree=582
num_leaves=28
num_cat=0
split_feature=12 3 2 2 2 2 12 48 3 52 2 133 3 133 3 49 15 2 13 12 133 49 16 13 15 3 13
split_gain=904.7 278.222 252.454 138.798 214.892 93.6737 51.5952 44.9818 43.8673 33.17 22.3381 21.991 18.4919 15.9443 15.4712 13.7153 7.95637 14.5413 13.4248 7.18788 6.50817 6.44894 3.24712 3.0416 4.18825 2.77858 2.60048
threshold=0.077755000000000005 0.31343500000000007 0.13443000000000002 0.11626500000000002 -1.0000000180025095e-35 0.099675000000000014 0.099815000000000015 0.014805 -0.00079499999999999981 -0.086814999999999989 0.088820000000000024 0.008405000000000001 0.084735000000000019 -1.0000000180025095e-35 -0.13088999999999998 -0.026779999999999995 -0.046449999999999998 0.090605000000000005 -0.080724999999999977 0.088335000000000011 0.11899000000000001 0.093160000000000007 -0.085314999999999988 -0.078934999999999991 0.084050000000000014 -0.081854999999999997 -0.085034999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 9 10 -5 -7 -6 14 13 -11 -8 -2 -12 21 -18 -19 23 -13 -17 -21 26 -25 -24 -16
right_child=2 -3 -4 7 5 8 11 -9 -10 12 15 20 -14 -15 19 16 17 18 -20 22 -22 -23 25 24 -26 -27 -28
leaf_value=0.0030207716084800621 0.0082539960179916685 0.0011785237059864829 0.0031066851952835147 0.0026138991611929438 0.0079879908417583734 0.0039203301451887062 0.0064371607273627117 0.0046608851668986295 0.0059523644004621261 0.0070984652806518854 0.0059576893214586526 0.0073464331859602145 0.0055962946356879519 0.0052844153688693133 0.0073960177501314608 0.0070129166224992372 0.0063489223679480946 0.008116974225833299 0.0070711205230796327 0.0073495140546449211 0.0064743126075195176 0.0063305793286405378 0.00713801231093723 0.0080064945167095426 0.0073798467867990311 0.00675636469811305 0.0070558559688062798
leaf_weight=96 52 77 55 97 64 65 74 53 71 53 52 52 52 80 236 83 57 56 133 85 59 97 121 53 101 130 108
leaf_count=96 52 77 55 97 64 65 74 53 71 53 52 52 52 80 236 83 57 56 133 85 59 97 121 53 101 130 108
internal_value=0 0.00435886 0.00687072 0.00480327 0.00535159 0.00608516 0.00699779 0.00333729 0.00498131 0.00697335 0.007138 0.00627607 0.00635472 0.00583846 0.00730618 0.00682622 0.00693219 0.00714202 0.0073811 0.00724706 0.00688305 0.00664532 0.00704397 0.00738405 0.00759564 0.00694042 0.00728928
internal_weight=0 628 1684 551 401 305 1629 150 136 169 1364 265 105 154 886 478 426 246 189 834 111 180 336 498 154 251 344
internal_count=2312 628 1684 551 401 305 1629 150 136 169 1364 265 105 154 886 478 426 246 189 834 111 180 336 498 154 251 344
is_linear=0
shrinkage=0.001786


Tree=583
num_leaves=13
num_cat=0
split_feature=3 12 16 124 123 11 393 14 0 42 42 3
split_gain=59.4124 21.6601 15.1629 19.3893 16.5758 14.586 12.2608 9.23207 21.4878 6.60485 11.2026 10.2444
threshold=0.31370500000000007 -0.007389999999999999 0.0023100000000000004 -0.085059999999999983 0.08592000000000001 0.093970000000000012 0.084845000000000018 -1.0000000180025095e-35 -0.22022999999999995 0.11623000000000001 0.099885000000000015 -0.077849999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -3 -9 10 -10 -11
right_child=-2 5 -4 4 -6 -7 -8 8 9 11 -12 -13
leaf_value=0.0029286045843876936 -0.0020202771106674578 0.0056558998325656673 0.0038603409576601208 -0.0030131678614707482 0.0011109068486183135 0.00041754108845357439 0.0011980717806303741 0.00071299767881457025 0.0034414940867361953 0.0038763432078945223 0.0055388057087508036 0.00063792194357014612
leaf_weight=79 76 54 65 52 73 57 84 94 1472 59 84 63
leaf_count=79 76 54 65 52 73 57 84 94 1472 59 84 63
internal_value=0 0.00299827 0.00151209 0.000763584 -0.000604232 0.00320149 0.00328454 0.00338049 0.00331111 0.00345662 0.00355475 0.00220453
internal_weight=0 2236 269 204 125 1967 1910 1826 1772 1678 1556 122
internal_count=2312 2236 269 204 125 1967 1910 1826 1772 1678 1556 122
is_linear=0
shrinkage=0.00558249


Tree=584
num_leaves=19
num_cat=0
split_feature=1 1 12 124 447 14 2 3 3 52 2 124 475 49 49 0 42 0
split_gain=1407.01 298.935 187.083 186.133 71.9739 73.6387 55.1695 45.9649 44.4779 31.4501 26.2207 25.5208 25.2322 20.4371 14.4411 29.5492 10.4723 7.78762
threshold=0.10538500000000002 0.13554500000000003 0.023990000000000004 -0.080389999999999989 0.084700000000000011 0.062655000000000016 0.11585500000000001 0.25468500000000005 0.045635000000000002 -0.071919999999999984 0.090000000000000011 -0.082254999999999981 -0.065099999999999977 -0.0038699999999999997 0.083250000000000005 -0.10075499999999998 0.083955000000000016 -0.051594999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 -1 5 6 10 -3 11 -4 14 -2 -12 -14 15 -5 -16 -8
right_child=1 7 9 4 -6 -7 17 -9 -10 -11 12 -13 13 -15 16 -17 -18 -19
leaf_value=0.006836554519779864 0.005998651729969425 0.0041657162309324449 0.010191243425280881 0.0087552304449300729 0.0076339366616987054 0.012509060197039628 0.0092002703838394723 0.0015954363304757988 0.006779446750884266 0.0080519042718827719 0.011028529332440277 0.0040452267852230522 0.0085385744909790388 0.0098294130086638044 0.011836104785197405 0.010418343009349171 0.010552781333960657 0.0080476154016036524
leaf_weight=83 53 79 54 52 52 60 54 53 101 75 70 72 65 412 52 804 67 54
leaf_count=83 53 79 54 52 52 60 54 53 101 75 70 72 65 412 52 804 67 54
internal_value=0 0.00587662 0.0068964 0.00996024 0.0101091 0.0101852 0.0100996 0.00313388 0.00572546 0.00894762 0.0102043 0.00487366 0.00982956 0.00965356 0.0104146 0.0103173 0.0111138 0.00862415
internal_weight=0 487 355 1825 1742 1690 1630 132 226 129 1522 125 547 477 975 856 119 108
internal_count=2312 487 355 1825 1742 1690 1630 132 226 129 1522 125 547 477 975 856 119 108
is_linear=0
shrinkage=0.00213444


Tree=585
num_leaves=14
num_cat=0
split_feature=2 97 43 12 2 0 0 16 43 12 51 133 2
split_gain=42.9055 19.5771 12.7707 14.0907 13.1721 18.3299 13.0779 12.9654 9.15247 11.3925 10.7643 3.79905 2.66323
threshold=0.16730000000000003 -0.0047149999999999996 -0.14495499999999997 0.085635000000000003 0.13538500000000001 0.12474500000000001 -0.014334999999999999 0.23451000000000002 -0.038674999999999994 -0.085209999999999994 0.10838000000000002 1.0000000180025095e-35 0.14492000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 9 -4 -10 -5 -6
right_child=-2 2 4 11 12 -7 7 -9 10 -11 -12 -13 -14
leaf_value=-0.00021255783932156076 -0.0019373574655833169 0.0073924938372187943 0.00023473039087302774 0.0027401687909507037 0.00026718097430652191 0.0070199317657977925 -0.00075259974768856867 0.0032596143883171914 0.0037305726195789356 0.0031931817727240516 0.006543538599972914 0.0047459516432484502 0.0021956758632715586
leaf_weight=56 59 62 53 63 54 53 57 66 874 748 55 84 55
leaf_count=56 59 62 53 63 54 53 57 66 874 748 55 84 55
internal_value=0 0.00338556 0.00347619 0.00492707 0.00332567 0.00344486 0.00334257 0.00139976 0.00348067 0.00299751 0.00389718 0.00388678 0.00124088
internal_weight=0 2280 2224 209 2015 1906 1853 123 1730 801 929 147 109
internal_count=2339 2280 2224 209 2015 1906 1853 123 1730 801 929 147 109
is_linear=0
shrinkage=0.00616352


Tree=586
num_leaves=12
num_cat=0
split_feature=3 3 2 43 11 3 2 39 15 133 16
split_gain=30.5725 23.0661 30.881 11.7053 16.889 23.7386 12.2703 12.0766 10.0589 7.30513 7.014
threshold=0.30835000000000007 0.12991000000000003 0.13538500000000001 -0.13868499999999997 0.077415000000000012 -0.10919499999999999 -0.0091949999999999983 0.085095000000000018 -0.084059999999999982 1.0000000180025095e-35 -0.043889999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 -7 -8 -1 -10 -4
right_child=-2 -3 10 4 -6 6 7 -9 9 -11 -12
leaf_value=0.0067045999756279303 -0.00071543792586459081 0.006855855827980168 0.0011416228441541638 -0.00072264693129215881 0.0053114834827726254 0.00042057572351811452 0.0028127309378508411 0.0052093982697976934 0.001933786450727339 0.0046432867109621771 -0.0020929219879050353
leaf_weight=54 96 57 52 78 101 80 1514 88 65 100 54
leaf_count=54 96 57 52 78 101 80 1514 88 65 100 54
internal_value=0 0.00290693 0.00280393 0.00297262 0.00281073 0.00266719 0.00282442 0.00294442 0.00434798 0.00357631 -0.000505531
internal_weight=0 2243 2186 2080 1861 1760 1682 1602 219 165 106
internal_count=2339 2243 2186 2080 1861 1760 1682 1602 219 165 106
is_linear=0
shrinkage=0.00628679


Tree=587
num_leaves=13
num_cat=0
split_feature=4 16 12 4 48 13 13 3 16 12 16 4
split_gain=27.7904 17.1974 16.9677 15.4025 16.5977 13.2685 10.7502 12.5748 11.404 14.7928 5.56855 2.5472
threshold=0.27161500000000005 -0.14483499999999996 -1.0000000180025095e-35 -0.51253999999999988 -0.083824999999999983 -0.16392499999999996 0.26379000000000002 0.09722500000000002 -0.15796999999999997 0.054520000000000006 -0.38959499999999997 0.41379000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -6 7 8 10 -10 -7 -4
right_child=1 -3 11 4 5 6 -8 -9 9 -11 -12 -13
leaf_value=0.0045239765879529137 0.00273515868126082 -0.001904951394165061 -0.00096138776015914848 0.0046968934594561708 -0.0001440964064024858 0.0023541862815702965 0.0041434395663641193 0.0041297844484835334 0.00038692927937158418 0.0018616753760889611 0.0044617892435407109 0.00047586319891038754
leaf_weight=58 84 65 54 52 78 74 53 59 189 1451 53 69
leaf_count=58 84 65 54 52 78 74 53 59 189 1451 53 69
internal_value=0 0.000319111 0.00101774 0.00200487 0.00193212 0.00185863 0.00194179 0.00187786 0.00180264 0.00169175 0.00323415 -0.000154695
internal_weight=0 272 207 2067 2009 1957 1879 1826 1767 1640 127 123
internal_count=2339 272 207 2067 2009 1957 1879 1826 1767 1640 127 123
is_linear=0
shrinkage=0.00495709


Tree=588
num_leaves=20
num_cat=0
split_feature=1 52 1 12 14 4 4 1 52 15 4 4 457 1 12 4 4 3 43
split_gain=1265.81 307.123 168.615 178.287 66.0785 55.5309 55.1728 42.5265 39.7196 28.6643 21.3028 73.9707 21.3168 19.7985 16.8715 15.2304 13.0927 7.01163 4.95442
threshold=0.10141500000000002 -0.41304999999999997 0.13130500000000003 0.023990000000000004 0.062655000000000016 0.032965000000000001 0.30163500000000004 1.0000000180025095e-35 -0.067394999999999983 -0.42759999999999992 -0.50775499999999985 -0.11205499999999999 0.083995000000000014 0.11414000000000001 0.089175000000000018 0.17982000000000001 -0.0011949999999999997 -0.074479999999999977 0.26667500000000005
decision_type=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 5 10 -4 15 -3 -8 -1 -12 14 -10 16 17 -13 -7 -16
right_child=1 2 6 -5 -6 7 9 -9 13 -11 11 12 -14 -15 18 -17 -18 -19 -20
leaf_value=0.0092012572757479566 0.0081891585758985912 0.0028716579411308331 0.0039630914954968 0.0069999327064411828 0.0098810661198554112 0.0074389469195955439 0.0026415219402923019 0.0053770812164994032 0.005238968392620778 0.00068878306544684488 0.0061300690925210153 0.0082320933730680359 0.0070877677120293166 0.0037197307233254257 0.0079297995848424258 0.0082921388492746342 0.0091056847861479048 0.0065209872246050011 0.0073070343770510844
leaf_weight=54 79 92 63 103 64 75 59 52 74 58 83 578 84 61 517 53 76 58 56
leaf_count=54 79 92 63 103 64 75 59 52 74 58 83 578 84 61 517 53 76 58 56
internal_value=0 0.00457103 0.00401054 0.00484799 0.00791312 0.00783841 0.00247509 0.00695501 0.00387146 0.00167368 0.00798359 0.00793641 0.00805075 0.00455265 0.00811666 0.00739604 0.00833364 0.00703879 0.00786897
internal_weight=0 589 510 330 1750 1686 180 238 227 117 1448 1394 1311 135 1227 186 654 133 573
internal_count=2339 589 510 330 1750 1686 180 238 227 117 1448 1394 1311 135 1227 186 654 133 573
is_linear=0
shrinkage=0.00197189


Tree=589
num_leaves=13
num_cat=0
split_feature=2 9 4 4 12 13 13 3 4 43 12 12
split_gain=25.4437 15.5384 22.3533 13.0021 11.2841 19.9218 7.92083 12.9845 12.5828 9.30273 11.5704 9.83251
threshold=0.16730000000000003 -1.0000000180025095e-35 -0.51003499999999991 0.27161500000000005 -0.074254999999999988 -0.010094999999999998 -0.16392499999999996 -0.0035149999999999995 -0.030434999999999993 -0.14044999999999999 1.0000000180025095e-35 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4 9 -9 11 -11 -8
right_child=-2 2 3 4 5 -7 7 8 -10 10 -12 -13
leaf_value=-0.00079882675951475825 -0.0020689587550450014 0.0072822440935216672 0.00048828262983979928 0.0034251691075677972 -0.0036325630184828477 0.0017794702807738486 0.006734429307742382 0.0072053005235143712 0.0031233278725760413 0.00026042627220639459 0.0027069858164278184 0.0031569544805460934
leaf_weight=64 59 53 71 66 52 99 55 66 89 104 1432 129
leaf_count=64 59 53 71 66 52 99 55 66 89 104 1432 129
internal_value=0 0.00263948 0.00273882 0.00262746 0.000983113 -8.37758e-05 0.00281078 0.00289868 0.00486195 0.00272172 0.00254138 0.00422672
internal_weight=0 2280 2216 2163 217 151 1946 1875 155 1720 1536 184
internal_count=2339 2280 2216 2163 217 151 1946 1875 155 1720 1536 184
is_linear=0
shrinkage=0.00707995


Tree=590
num_leaves=18
num_cat=0
split_feature=4 2 123 3 2 2 11 3 3 12 43 2 4 4 2 2 16
split_gain=2036.96 652.05 320.906 196.199 98.1744 91.3482 78.7893 42.6785 54.8189 41.2245 37.9787 35.4133 31.3134 26.4456 9.96939 7.46388 7.17521
threshold=0.30163500000000004 0.13388500000000003 0.080635000000000012 0.10323000000000002 0.13443000000000002 0.090000000000000011 1.0000000180025095e-35 -0.14162499999999997 -0.097574999999999981 0.091325000000000003 -1.0000000180025095e-35 0.15020000000000003 -0.0072499999999999995 0.0099250000000000015 0.087610000000000007 0.10575500000000002 -0.50624499999999995
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 10 6 9 15 -9 14 -2 -3 -10 -11 -1 -7 -12
right_child=4 11 -4 -5 -6 7 -8 8 12 13 16 -13 -14 -15 -16 -17 -18
leaf_value=0.021641167193232509 0.013912327149409516 0.016660820047459099 0.017160102980159013 0.017866721565668132 0.012204706509851265 0.022183077562004955 0.023883227195496105 0.018282213132702053 0.020900757567743924 0.020930318162475085 0.015303029251877466 0.014272406148460105 0.019874831741334007 0.01934626054567334 0.021051352817339018 0.021082675300165738 0.016387960814315355
leaf_weight=654 72 53 101 85 71 55 52 55 282 222 52 52 228 56 152 52 53
leaf_count=654 72 53 101 85 71 55 52 55 282 222 52 52 228 56 152 52 53
internal_value=0 0.020462 0.0207244 0.0209145 0.0142444 0.0210578 0.0214129 0.0204575 0.0202319 0.0212944 0.0150624 0.0154782 0.0204422 0.0206113 0.02153 0.0216485 0.0158509
internal_weight=0 2099 1994 1893 248 1808 1136 672 565 1084 177 105 510 278 806 107 105
internal_count=2347 2099 1994 1893 248 1808 1136 672 565 1084 177 105 510 278 806 107 105
is_linear=0
shrinkage=0.00205156


Tree=591
num_leaves=19
num_cat=0
split_feature=2 39 13 15 4 16 1 158 484 13 0 52 16 130 447 484 52 158
split_gain=32.3888 18.7261 14.7647 16.7298 14.1126 18.2794 20.8152 9.36276 11.562 10.1989 9.04215 11.1966 8.74689 7.90136 9.4163 10.0684 5.53308 2.70412
threshold=0.10859000000000001 0.10308000000000002 -0.15714499999999998 -0.24269999999999997 0.029980000000000003 -0.28430999999999995 0.084795000000000023 0.085410000000000014 -0.084699999999999984 -0.036584999999999993 0.0037850000000000002 0.0060650000000000009 -0.50690499999999983 -0.060079999999999988 1.0000000180025095e-35 0.087525000000000019 -0.016219999999999995 0.11095000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 10 12 -7 8 16 17 11 -2 -6 -10 15 -15 -5 -9
right_child=1 -3 3 7 5 6 -8 9 13 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0051732565510714604 0.0019089132874178267 -0.001865536389688792 -0.00016654262228369185 0.0029623208401816895 0.00054253547338432774 0.0012514129583992702 -0.0033887001833909545 0.0035862799655992416 0.0037451599517971377 0.0055179661191456517 0.00059859079969520879 0.0049785642878022625 0.0034738783265300197 0.0021317197544941046 2.8965557584357356e-05 0.0038028495636006562 0.0050785861535704701 0.0019321516984875096
leaf_weight=57 82 56 65 80 59 53 54 57 96 58 54 55 54 1191 54 109 60 53
leaf_count=57 82 56 65 80 59 53 54 57 96 58 54 55 54 1191 54 109 60 53
internal_value=0 0.000987812 0.00253593 0.00245344 0.00137673 0.000468138 -0.0010898 0.00255034 0.00242545 0.003732 0.00242297 0.00314167 0.00194385 0.00228597 0.00218247 0.00227188 0.00386969 0.0027898
internal_weight=0 467 1880 1823 411 220 107 1758 1590 168 191 137 113 1450 1354 1300 140 110
internal_count=2347 467 1880 1823 411 220 107 1758 1590 168 191 137 113 1450 1354 1300 140 110
is_linear=0
shrinkage=0.00526051


Tree=592
num_leaves=18
num_cat=0
split_feature=1 1 123 12 3 14 4 4 457 12 13 13 1 133 49 1 1
split_gain=1461.34 221.856 126.794 98.195 79.1347 83.7768 72.6079 52.0296 32.735 30.1431 29.5046 20.7643 15.806 17.3168 18.527 15.5667 13.1649
threshold=0.10752500000000002 0.12394500000000001 0.080635000000000012 0.085090000000000013 0.10323000000000002 0.062655000000000016 0.42098500000000005 0.032965000000000001 0.080930000000000016 0.090310000000000015 0.004745000000000001 -1.0000000180025095e-35 0.083555000000000018 0.094525000000000012 0.091885000000000008 0.11392000000000001 0.081540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 7 11 8 9 10 -1 -3 13 14 -9 -2 -11
right_child=1 6 -4 -5 -6 -7 -8 12 -10 16 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0081180400870549899 0.0044720508962368122 0.0024432427659125391 0.0050277928195409981 0.0065375077045557355 0.0054806593885860276 0.0098088832516083375 0.00095314440613587196 0.0081211798577482969 0.0065284797331212688 0.0072170457297521433 0.0066367979604872911 0.0041073613911156602 0.0058792898611426704 0.0061276904238738656 0.0066388857252384966 0.0031491106734641977 0.0078314756684029953
leaf_weight=758 75 61 76 85 65 65 101 67 83 364 54 52 60 56 60 60 205
leaf_count=758 75 61 76 85 65 65 101 67 83 364 54 52 60 56 60 60 205
internal_value=0 0.00354615 0.00747554 0.00490945 0.00757679 0.00765367 0.00214453 0.00757159 0.0077092 0.00778015 0.00801956 0.00320921 0.00674248 0.00702538 0.00742105 0.00388423 0.00743845
internal_weight=0 434 1913 220 1837 1772 214 1707 1464 1381 812 113 243 183 127 135 569
internal_count=2347 434 1913 220 1837 1772 214 1707 1464 1381 812 113 243 183 127 135 569
is_linear=0
shrinkage=0.00193323


Tree=593
num_leaves=22
num_cat=0
split_feature=1 1 12 4 4 2 2 4 3 1 0 4 0 49 16 50 156 3 1 12 4
split_gain=1132.85 258.785 139.002 82.6195 75.8852 60.8733 60.0638 36.1183 31.6905 38.0488 20.9527 20.4456 20.3454 12.8575 12.4086 11.8089 10.6615 15.5161 11.7403 10.2588 2.383
threshold=0.10293500000000001 0.12394500000000001 0.085090000000000013 0.42098500000000005 0.24099500000000004 0.090115000000000015 0.13880500000000004 -0.013024999999999998 -0.14162499999999997 0.088595000000000021 -0.14989499999999997 -0.0070549999999999996 -0.026509999999999995 0.097940000000000013 -0.34140499999999996 0.11174500000000002 0.087205000000000019 -0.11197999999999998 0.092235000000000025 0.08654000000000002 0.054560000000000004
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=4 2 11 6 5 10 -3 -4 -7 12 -1 -2 13 19 -13 16 17 -12 -19 -10 -15
right_child=1 3 7 -5 -6 8 -8 -9 9 -11 15 14 -14 20 -16 -17 -18 18 -20 -21 -22
leaf_value=0.010337621947912415 0.0061666871876926831 0.0061163073334255681 0.0092146642619338574 0.0019138333950227662 0.0062927083599273893 0.0097559199776303968 0.0029344563479568801 0.0070057506714634333 0.0095722927578843695 0.0064326802993642128 0.010396983241627571 0.0053073537798446341 0.00716656542609385 0.0081753017366990623 0.0039254240906108949 0.0081872625293261392 0.0085049250312234249 0.009277690161568531 0.0084687315922649976 0.0085524719912824683 0.0075150525888219768
leaf_weight=71 69 60 67 101 56 69 53 74 55 53 53 69 60 53 56 62 102 682 98 330 54
leaf_count=71 69 60 67 101 56 69 53 74 55 53 53 69 60 53 56 62 102 682 98 330 54
internal_value=0 0.00521549 0.00641025 0.00334509 0.00878872 0.00886895 0.00462414 0.00805554 0.00835626 0.00819659 0.00919247 0.00521433 0.00836591 0.00851213 0.00468844 0.0091109 0.00917212 0.00925379 0.00917608 0.00869822 0.00784231
internal_weight=0 549 335 214 1798 1742 113 141 674 605 1068 194 552 492 125 997 935 833 780 385 107
internal_count=2347 549 335 214 1798 1742 113 141 674 605 1068 194 552 492 125 997 935 833 780 385 107
is_linear=0
shrinkage=0.00217713


Tree=594
num_leaves=17
num_cat=0
split_feature=1 2 3 3 16 13 39 1 3 16 16 49 394 0 3 2
split_gain=30.9651 19.7425 12.6688 12.7059 26.2175 9.27519 7.31647 10.975 13.322 8.90953 14.2183 7.20187 6.93927 6.70874 10.0148 2.59848
threshold=0.14641500000000005 0.10859000000000001 -0.13392999999999997 -0.097574999999999981 -0.015159999999999998 0.046185000000000004 0.096625000000000016 0.12835000000000002 0.11745500000000002 -0.067914999999999989 0.39524000000000009 0.097940000000000013 -0.081984999999999988 -0.039129999999999991 0.09037000000000002 0.092575000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 8 9 -3 -11 12 -5 14 -14 -13
right_child=-2 6 3 11 -6 -7 -8 -9 -10 10 -12 15 13 -15 -16 -17
leaf_value=0.0058168222312017081 -0.0015600051936646726 0.0033976613030476609 0.0037004718270147664 0.0044769438424665355 -0.0018589407691181814 0.0031722023954174707 -0.00032911409757923845 0.0043049337998092184 -0.0011538422362378409 -0.00053934968329894006 0.0027104600643959513 0.0024604588597596749 0.0029438799901131386 0.0044137267818952887 0.00074107827742394411 0.00082229507066170827
leaf_weight=81 57 95 55 101 55 92 56 52 52 80 96 61 1186 92 71 65
leaf_count=81 57 95 55 101 55 92 56 52 52 80 96 61 1186 92 71 65
internal_value=0 0.00268812 0.00294274 0.00279206 0.000920213 0.00441079 0.00158979 0.00187651 0.00148537 0.00199201 0.00123293 0.00292267 0.00303619 0.00292827 0.00281951 0.00161586
internal_weight=0 2290 1859 1686 110 173 431 375 323 271 176 1576 1450 1349 1257 126
internal_count=2347 2290 1859 1686 110 173 431 375 323 271 176 1576 1450 1349 1257 126
is_linear=0
shrinkage=0.00569414


Tree=595
num_leaves=22
num_cat=0
split_feature=4 12 150 12 2 2 14 0 4 4 12 11 4 3 0 3 3 12 0 150 3
split_gain=1486.81 509.157 237.432 114.068 106.225 144.42 84.2421 74.6026 47.4386 54.5938 44.8236 27.9562 27.7491 26.876 26.1972 20.9269 16.0636 7.77808 6.34091 6.30375 5.35917
threshold=0.30163500000000004 0.054520000000000006 0.091105000000000005 0.11769500000000001 -0.0091949999999999983 0.10859000000000001 -0.44847999999999993 -0.10075499999999998 -0.057539999999999994 -0.00013999999999999996 0.092495000000000008 1.0000000180025095e-35 0.053255000000000004 -0.14162499999999997 -0.10566999999999999 -0.0098449999999999979 -0.066704999999999987 0.087675000000000017 -0.073399999999999979 0.084555000000000019 -0.092904999999999988
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 2 4 10 -1 8 -2 -8 -6 -10 11 14 13 -12 -3 -9 18 19 -15 -16 -19
right_child=6 3 -4 -5 5 -7 7 15 9 -11 12 -13 -14 16 17 -17 -18 20 -20 -21 -22
leaf_value=0.0048429204934952808 0.0060321085704035556 0.0083464372157857989 0.003119137783346652 0.0070696760458867722 0.010238808377542265 0.0059326705994538547 0.0043814382931493846 0.0028086797389120341 0.00655814074023745 0.0093355284958951262 0.010770036191341212 0.011130984262777898 0.0081320702610404531 0.0095629434009247196 0.010133440282201282 0.0009643089532384054 0.008093428448985196 0.009026616228715912 0.0089765616730271645 0.0093640716123584728 0.0097527776316408549
leaf_weight=53 52 52 61 80 84 97 97 52 52 77 53 74 97 219 448 56 52 52 131 53 353
leaf_count=53 52 52 61 80 84 97 97 52 52 77 53 74 97 219 448 56 52 52 131 53 353
internal_value=0 0.00898701 0.00693972 0.00950866 0.00758169 0.00804986 0.00365288 0.00304925 0.00901391 0.00821613 0.00963183 0.00988955 0.00914997 0.00936693 0.00979363 0.00185255 0.00918188 0.00987667 0.00934353 0.0100521 0.0096596
internal_weight=0 2088 424 1664 363 310 257 205 213 129 1584 1032 552 455 958 108 402 906 350 501 405
internal_count=2345 2088 424 1664 363 310 257 205 213 129 1584 1032 552 455 958 108 402 906 350 501 405
is_linear=0
shrinkage=0.00209259


Tree=596
num_leaves=28
num_cat=0
split_feature=1 1 12 12 10 1 4 4 4 12 1 50 1 1 158 39 4 51 1 4 50 42 484 4 1 42 50
split_gain=1529.58 388.423 202.004 166.44 89.631 77.9476 67.7834 65.7742 52.1167 26.076 33.2466 32.3494 29.9054 31.0394 25.5427 25.4723 16.6657 14.4819 13.2899 8.29851 6.83784 6.63258 6.12514 5.51805 3.53743 1.8103 1.6423
threshold=0.10508500000000001 0.13075500000000004 0.087545000000000026 -0.029844999999999997 -1.0000000180025095e-35 0.092655000000000015 0.50569000000000008 0.062150000000000004 0.043850000000000007 0.09159500000000001 0.088415000000000007 0.081075000000000022 1.0000000180025095e-35 0.084525000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -0.16270999999999997 -0.020999999999999994 0.091485000000000025 0.25759000000000004 0.10883000000000001 0.080060000000000006 0.085775000000000004 -0.057539999999999994 0.090670000000000014 -0.049939999999999991 0.087525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 -3 -1 -6 -4 9 10 12 18 20 -14 21 19 -11 -18 -12 -2 22 -10 -5 24 -19 -25 -15
right_child=1 4 7 8 6 -7 -8 -9 14 16 11 -13 13 26 -16 -17 17 23 -20 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.0079981436997071612 0.0033665850870050326 -0.00023630461919369993 0.0094023653305588539 0.0093877835618238481 0.0045193094173792336 0.0043009704527073294 0.001381222390753761 0.0062765406006775343 0.0071154221410941031 0.0075729276191751687 0.0069768625173496929 0.0097332879162464348 0.01120378826765153 0.0097073472112757537 0.0091512201194797783 0.0055005549601006634 0.009790002455646216 0.0090478558983521744 0.0084314257124539788 0.0045315386655213289 0.008501627184581027 0.008002128491492122 0.0087896141864626642 0.0086072581011316599 0.0084743389298720193 0.0081344061680870324 0.0091678971878411484
leaf_weight=52 55 54 73 502 67 52 59 53 89 56 53 57 80 57 59 87 60 161 63 57 55 69 94 70 73 86 52
leaf_count=52 55 54 73 502 67 52 59 53 89 56 53 57 80 57 59 87 60 161 63 57 55 69 94 70 73 86 52
internal_value=0 0.00457956 0.0059727 0.00877326 0.00206403 0.00614978 0.00305007 0.00808772 0.00893041 0.0090703 0.00926828 0.00841501 0.00944398 0.0101926 0.00795109 0.00463344 0.00867391 0.00881087 0.00776704 0.00395967 0.00922661 0.0075028 0.00929348 0.00866017 0.00886904 0.00834673 0.0094502
internal_weight=0 505 325 1840 180 104 126 126 1736 1519 1013 173 840 189 217 199 506 450 116 112 651 158 596 390 234 156 109
internal_count=2345 505 325 1840 180 104 126 126 1736 1519 1013 173 840 189 217 199 506 450 116 112 651 158 596 390 234 156 109
is_linear=0
shrinkage=0.00213444


Tree=597
num_leaves=10
num_cat=0
split_feature=3 14 15 130 3 15 1428 14 3
split_gain=43.4214 19.9841 39.3494 12.5668 12.5755 24.3029 9.62197 8.52523 11.0326
threshold=0.30112000000000005 -0.10708499999999999 -0.26424499999999995 -0.081769999999999995 0.10323000000000002 -0.026169999999999995 0.081935000000000022 0.076175000000000007 -0.10237999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 8 -5
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=0.0054292702534280805 -0.0010178527450481038 -0.0010348656963726456 0.00053160166446692227 0.0015303607453316325 0.0036394430404009955 -0.0017318460542615284 0.0052884282660623011 0.0048225484704633795 0.0029716530906631154
leaf_weight=82 101 88 75 185 53 52 54 69 1586
leaf_count=82 101 88 75 185 53 52 54 69 1586
internal_value=0 0.00272351 0.00262086 0.002776 0.00286018 0.000978809 0.00296445 0.00289621 0.00282113
internal_weight=0 2244 2162 2074 1999 105 1894 1840 1771
internal_count=2345 2244 2162 2074 1999 105 1894 1840 1771
is_linear=0
shrinkage=0.00558249


Tree=598
num_leaves=12
num_cat=0
split_feature=3 11 1375 14 157 484 4 48 48 1 484
split_gain=30.0381 16.8569 17.6699 13.3464 17.0119 35.8187 15.385 14.9577 11.3146 7.77784 7.50653
threshold=0.30112000000000005 0.093970000000000012 -0.092319999999999985 0.076175000000000007 -0.08107499999999998 0.076210000000000014 0.41181500000000004 -0.04451999999999999 0.10990500000000002 0.13075500000000004 -0.0072949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 7 -6 -9 -8 -4
right_child=-2 -3 3 -5 6 -7 9 8 -10 -11 -12
leaf_value=-0.00091225367837438815 -0.00099187818858166642 -0.0007949541386862057 0.0048589877271480956 0.0056723476866849809 0.0058983527240088285 -0.002756772459540847 0.0020557120677346099 0.0028602770034743398 0.0053988914688806022 -0.0010584795940369086 0.0016674510984595978
leaf_weight=55 101 59 54 69 79 72 94 1553 79 54 76
leaf_count=55 101 59 54 69 79 72 94 1553 79 54 76
internal_value=0 0.00265403 0.0027472 0.00284172 0.00274692 0.000943683 0.00294282 0.00311784 0.00298321 0.000918981 0.0029937
internal_weight=0 2244 2185 2130 2061 202 1859 1711 1632 148 130
internal_count=2345 2244 2185 2130 2061 202 1859 1711 1632 148 130
is_linear=0
shrinkage=0.00654078


Tree=599
num_leaves=12
num_cat=0
split_feature=97 3 14 0 14 151 2 160 13 1427 51
split_gain=21.8731 19.6847 17.8588 19.8244 12.7454 11.8738 10.7157 11.2734 10.615 8.64563 7.98732
threshold=-0.0047149999999999996 0.31534000000000006 -0.10708499999999999 -0.13314999999999996 0.019675000000000002 0.032230000000000009 0.11215000000000001 0.08443500000000001 -0.13033499999999998 1.0000000180025095e-35 0.10906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 8 7 -4 -5 10 -10
right_child=1 -3 3 5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0017369868591266188 0.0043924798311050089 -0.0010193818511583779 -0.0025015732517372873 -0.00029979149166523667 0.0024068875033165784 0.0043266980134474865 0.0013460504893031558 0.00070420135073573083 0.0020093907353588487 0.0040710133664249772 0.00056124958779582394
leaf_weight=52 78 70 76 61 71 60 78 54 1572 55 118
leaf_count=52 78 70 76 61 71 60 78 54 1572 55 118
internal_value=0 0.00178172 0.00186995 0.00177819 0.000443891 0.00197767 -0.000225895 -0.0011695 0.00189959 0.00197651 0.00190831
internal_weight=0 2293 2223 2145 279 1866 208 130 1806 1745 1690
internal_count=2345 2293 2223 2145 279 1866 208 130 1806 1745 1690
is_linear=0
shrinkage=0.00536572


Tree=600
num_leaves=20
num_cat=0
split_feature=9 4 0 0 4 49 12 4 49 12 47 52 456 0 42 4 12 1212 42
split_gain=15.5071 18.6625 16.6567 16.9042 23.7024 19.2825 16.8214 19.2339 13.0309 9.04893 8.6797 8.25194 8.11175 5.60741 11.102 6.51653 4.17219 2.38619 1.96977
threshold=-1.0000000180025095e-35 -0.081289999999999987 0.014040000000000002 -0.13740499999999997 0.061375000000000006 -0.053904999999999988 -0.094119999999999995 0.27834500000000006 -1.0000000180025095e-35 0.077755000000000005 0.10783500000000001 -0.069694999999999993 0.088285000000000016 -0.085719999999999977 0.084465000000000012 -0.49269499999999994 0.091085000000000013 0.0025400000000000002 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 5 -3 -5 10 -6 11 12 -2 -8 18 15 -15 17 -17 -11
right_child=1 2 -4 6 8 -7 7 -9 -10 13 -12 -13 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0010507090951233716 0.0025532177126084952 0.00097870889916113813 -0.0019736605695029035 0.0049942391479983524 -0.00037357384618763546 -0.0035522431103619319 0.0018328337403609217 -0.001288859189436022 0.0033710268224262795 0.0026528866444460691 -6.0429366911780574e-05 0.0059125713924616952 0.0039718001630170384 0.0042946674795820514 -0.00023700746269396579 0.00078510139374089131 0.0030818681547237479 0.0023775066545638629 0.0040189115009721943
leaf_weight=76 54 60 52 57 56 80 1063 77 86 92 83 53 69 54 73 95 79 54 67
leaf_count=76 54 60 52 57 56 80 1063 77 86 92 83 53 69 54 73 95 79 54 67
internal_value=0 0.00172295 0.00139252 0.00149988 0.000154137 -0.00160995 0.00178115 0.00163935 0.00189383 0.00261837 0.00182497 0.0042178 0.00196327 0.00228529 0.00186247 0.00240618 0.00195863 0.00136265 0.00322891
internal_weight=0 2304 1683 1631 282 140 1349 1292 142 621 1215 107 1132 514 355 282 228 149 159
internal_count=2380 2304 1683 1631 282 140 1349 1292 142 621 1215 107 1132 514 355 282 228 149 159
is_linear=0
shrinkage=0.00604267


Tree=601
num_leaves=17
num_cat=0
split_feature=1 2 130 9 40 147 160 160 40 16 52 12 12 3 483 42
split_gain=20.8326 10.8528 23.4125 11.5052 21.1983 14.7711 7.37739 12.0301 8.42421 11.0677 15.381 11.0656 7.16097 10.6157 7.48555 5.2616
threshold=0.14787500000000001 0.093365000000000017 -0.0009549999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08598500000000002 0.11799000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.076269999999999991 -0.41304999999999997 0.085635000000000003 0.1072 -0.098469999999999988 -0.070084999999999981 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 12 7 8 -4 11 -11 -10 13 15 -15 -6
right_child=-2 2 6 4 5 -7 -8 -9 9 10 -12 -13 -14 14 -16 -17
leaf_value=-0.00066056980800241298 -0.0020313500880420584 -0.0027044656329030217 -0.00061320170908888175 0.0051732052138877393 0.0020634822553268184 -0.0012348949305588163 -0.00094646185827679578 0.0031327214997112786 0.0038809695136083943 0.0022987322807520097 -0.00022796630288368395 0.0011710832587026627 -0.00022074825865337581 0.0033353604271177573 0.0015370222247465071 0.0044576123163134031
leaf_weight=66 60 56 93 57 52 56 53 96 84 118 231 117 57 81 1033 70
leaf_count=66 60 56 93 57 52 56 53 96 84 118 231 117 57 81 1033 70
internal_value=0 0.00136662 0.000853359 0.00166226 0.00177134 0.00162755 0.001105 0.00125221 0.000971354 0.0012394 0.000626159 0.00230388 0.00175157 0.00184258 0.00166784 0.00343766
internal_weight=0 2320 848 1472 1406 1349 792 739 643 550 349 201 1293 1236 1114 122
internal_count=2380 2320 848 1472 1406 1349 792 739 643 550 349 201 1293 1236 1114 122
is_linear=0
shrinkage=0.00569414


Tree=602
num_leaves=21
num_cat=0
split_feature=1 12 1 4 47 0 2 12 2 1 12 15 475 13 157 12 47 13 2 133
split_gain=962.419 265.208 154.977 116.709 76.064 46.7683 45.0311 45.5526 45.0039 33.016 30.4677 28.6416 18.6908 18.3548 12.7119 20.7983 11.2422 8.00704 8.08145 6.28966
threshold=0.12419000000000001 0.054520000000000006 0.088595000000000021 0.24099500000000004 0.085505000000000012 -0.014334999999999999 0.10859000000000001 -0.085719999999999977 0.090000000000000011 1.0000000180025095e-35 0.11769500000000001 -0.42759999999999992 -0.081364999999999979 -0.097199999999999995 -0.07928499999999998 0.088465000000000002 0.091680000000000011 -0.020084999999999995 0.081685000000000021 0.11588000000000002
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 2 9 8 11 6 7 -4 13 -1 12 -2 -10 -3 -14 -16 17 19 -19 -15
right_child=4 3 5 -5 -6 -7 -8 -9 10 -11 -12 -13 14 16 15 -17 -18 18 -20 -21
leaf_value=0.0062081148330525773 0.002458113589715582 0.0088611585117739314 0.0042433637239517848 0.0046471450744782292 0.0042786261997901686 0.0027529029525866357 0.0038180301094958057 0.0066171360966742676 0.0081658955362924734 0.0081883503141190837 0.0053978593653566352 0.00064679445782896681 0.0078655434538576242 0.0075600216613573266 0.0055329559771086457 0.0069552845123899299 0.006868971249963364 0.0084037963943426885 0.0076780659017236458 0.0068661946646136861
leaf_weight=80 69 52 62 76 57 55 101 91 60 74 57 94 55 474 54 362 98 100 240 69
leaf_count=80 69 52 62 76 57 55 101 91 60 74 57 94 55 474 54 362 98 100 240 69
internal_value=0 0.00684238 0.00541032 0.00723308 0.00215607 0.00453834 0.00492486 0.00565536 0.00735431 0.0071598 0.00688252 0.00141369 0.00704185 0.00762283 0.00689861 0.00677071 0.00755717 0.00763352 0.00789158 0.0074719
internal_weight=0 2160 463 1697 220 309 254 153 1621 154 588 163 531 1033 471 416 981 883 340 543
internal_count=2380 2160 463 1697 220 309 254 153 1621 154 588 163 531 1033 471 416 981 883 340 543
is_linear=0
shrinkage=0.00213444


Tree=603
num_leaves=15
num_cat=0
split_feature=1 150 3 42 151 2 2 2 0 16 13 51 1452 1
split_gain=16.9381 10.783 26.3173 14.7175 13.8082 18.4214 11.5051 8.43834 13.6047 13.3964 9.87128 7.11626 6.33012 6.76545
threshold=0.14787500000000001 0.082965000000000025 -0.089199999999999988 0.087495000000000003 -0.016164999999999995 0.088005000000000014 -0.047824999999999993 0.11517500000000001 -0.17785499999999996 0.15737500000000001 -0.059914999999999989 0.11524000000000002 0.087590000000000015 0.11282000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 -1 8 -8 10 -9 12 13 -10
right_child=-2 2 3 -5 -6 -7 7 9 11 -11 -12 -13 -14 -15
leaf_value=0.0041151501494665066 -0.001630653070153272 -0.0032183941279450433 -0.001170476222077804 0.003054183708782176 -0.0022002906975647565 0.0031741304968054595 0.0041824680407756276 0.0010250345882018171 0.0014264922437834931 0.0025121235728552942 -0.0016356851356080053 -1.0855575059703171e-05 0.0033807061055965326 0.0030957647262640142
leaf_weight=52 60 52 55 84 52 68 61 84 1419 72 90 92 59 80
leaf_count=52 60 52 55 84 52 68 61 84 1419 72 90 92 59 80
internal_value=0 0.00137311 0.000405548 0.00113336 0.000211031 0.00123094 0.00152287 0.00145396 0.00159297 0.000486846 -0.000350857 0.0014972 0.00158629 0.00151562
internal_weight=0 2320 311 259 175 123 2009 1957 1711 246 174 1650 1558 1499
internal_count=2380 2320 311 259 175 123 2009 1957 1711 246 174 1650 1558 1499
is_linear=0
shrinkage=0.00558249


Tree=604
num_leaves=12
num_cat=0
split_feature=148 3 132 3 14 49 15 1456 51 3 3
split_gain=11.437 11.84 10.6945 16.4969 13.7611 14.7673 12.9713 5.96564 10.3826 3.57605 3.45981
threshold=-0.079549999999999996 0.32329500000000005 0.083835000000000007 -0.097094999999999987 -1.0000000180025095e-35 0.13239500000000001 -0.23488499999999998 -0.082809999999999981 0.07955000000000001 -0.076899999999999982 -0.082484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 10 -9 -5 -8
right_child=1 -3 3 9 5 -7 7 8 -10 -11 -12
leaf_value=-0.00076495515374038695 0.0031029999989306027 -0.0010583162917197884 -0.0022578192947702832 0.0014558231697620379 -0.0010212892491273725 -0.001231956818924649 0.001437757602288231 0.0013505624529044477 0.0002498012960057862 -0.00016036766358399504 0.0030921340753372233
leaf_weight=91 89 65 57 95 63 64 59 1432 247 52 66
leaf_count=91 89 65 57 95 63 64 59 1432 247 52 66
internal_value=0 0.00102668 0.00108764 5.69871e-06 0.00119688 0.001109 0.00118928 0.0012665 0.00118866 0.000883749 0.00231169
internal_weight=0 2289 2224 204 2020 1931 1867 1804 1679 147 125
internal_count=2380 2289 2224 204 2020 1931 1867 1804 1679 147 125
is_linear=0
shrinkage=0.00495709


Tree=605
num_leaves=18
num_cat=0
split_feature=4 159 39 15 0 1 52 13 3 39 13 157 4 4 3 42 13
split_gain=16.1728 23.051 13.8404 10.684 13.0007 19.091 26.394 10.2914 8.93287 8.85518 8.11092 6.08959 11.2554 20.48 8.84959 3.78239 1.29482
threshold=0.26450500000000005 0.08457000000000002 0.089940000000000006 -0.14151499999999997 -0.12608499999999997 0.083065000000000014 -0.060549999999999993 -0.054464999999999993 -0.07964499999999998 0.087015000000000009 0.17982000000000001 -0.08205999999999998 -0.13833499999999996 -0.42305999999999994 -0.059629999999999996 0.083725000000000008 -0.084024999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 8 5 -5 -7 -2 -1 10 11 15 13 -13 -14 -6 -17
right_child=1 -3 -4 4 9 6 -8 -9 -10 -11 -12 12 14 -15 -16 16 -18
leaf_value=0.0012217730376564782 -0.0041290924908937363 0.0018330830928066034 0.0009246713791075153 0.0025216285906827906 0.003033770979651029 0.00041459401505225074 -0.0044732780331505082 -0.0010773427837557634 0.0044368933826424177 -0.00062343606285349107 0.0030464305872167459 0.0010961366640205251 0.0010373984392176739 -0.0031931106306406442 0.0027871896087685298 0.0020195239207279844 0.00081653365691775276
leaf_weight=56 60 101 55 52 76 92 55 81 52 86 72 97 1121 54 98 56 56
leaf_count=56 60 101 55 52 76 92 55 81 52 86 72 97 1121 54 98 56 56
internal_value=0 -0.000333173 -0.00144976 0.00106173 0.000965334 -0.000385145 -0.0014138 -0.00237638 0.00277035 0.00112198 0.00121411 0.00112939 0.00100002 -0.000437372 0.00117812 0.00207184 0.00141856
internal_weight=0 297 196 2023 1915 199 147 141 108 1716 1630 1558 1370 151 1219 188 112
internal_count=2320 297 196 2023 1915 199 147 141 108 1716 1630 1558 1370 151 1219 188 112
is_linear=0
shrinkage=0.00558249


Tree=606
num_leaves=12
num_cat=0
split_feature=40 34 14 2 49 0 12 42 16 150 12
split_gain=10.802 17.5292 16.186 13.4463 8.6887 9.94838 15.6406 9.91263 10.5118 9.71722 4.55405
threshold=-0.08416499999999999 -0.072169999999999984 -0.31455999999999995 -0.0091949999999999983 -0.088014999999999996 -0.14097999999999997 -0.082514999999999991 1.0000000180025095e-35 -0.023519999999999996 -0.013494999999999998 0.084555000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 10 7 -7 8 -6 -8 -5
right_child=1 2 3 4 5 6 9 -9 -10 -11 -12
leaf_value=-0.0012570449876788399 0.0043454671656649691 -0.0021063293308187375 -0.0019550829786472786 0.0039012049317912459 0.0013849883303611557 0.0040685315065717986 0.0034982723883853649 -0.0024563331241106538 -0.0018299633010915146 0.00084343549138384943 0.0014274777427250639
leaf_weight=90 52 68 59 53 124 60 52 58 53 1595 56
leaf_count=90 52 68 59 53 124 60 52 58 53 1595 56
internal_value=0 0.000877937 0.00079512 0.000888657 0.000970493 0.000877265 0.00103775 -0.000288157 0.000421955 0.000927295 0.00263089
internal_weight=0 2230 2178 2110 2051 1942 1707 235 177 1647 109
internal_count=2320 2230 2178 2110 2051 1942 1707 235 177 1647 109
is_linear=0
shrinkage=0.00604267


Tree=607
num_leaves=15
num_cat=0
split_feature=48 4 4 13 3 3 3 39 12 12 1 11 4 13
split_gain=13.7327 8.40946 12.7606 6.96589 6.96366 12.1884 7.45042 9.79372 5.58688 10.8441 6.43767 7.38502 5.67039 3.46369
threshold=0.13438000000000003 0.036620000000000007 0.056640000000000003 0.17982000000000001 0.31400500000000003 0.077930000000000013 -0.010299999999999998 1.0000000180025095e-35 -0.089089999999999989 -0.007389999999999999 0.10720500000000001 0.082485000000000017 -0.49432999999999994 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 7 13 -1 -10 11 12 -11 -4
right_child=-2 2 4 -5 -6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.0029590412309490883 -0.0026594418306264103 -0.0027261082849608128 0.0006204370372365996 0.0028819569580762054 -0.0018292831792037737 0.0031256264958757184 -0.001446363824721762 0.0033132828446646345 -0.0020985811024271605 0.0030102719761556703 0.0027779524809205575 -0.001385334676211436 0.00087755309123698562 -0.0012870573328626958
leaf_weight=59 52 63 174 87 53 78 90 54 53 58 83 62 1298 56
leaf_count=59 52 63 174 87 53 78 90 54 53 58 83 62 1298 56
internal_value=0 0.00080786 0.000104903 0.00104269 0.00045822 0.000726602 0.000226081 0.000756331 0.00094344 0.000866869 0.000971626 0.000865846 0.000968828 0.000155694
internal_weight=0 2268 568 1700 505 452 374 284 1613 1554 1501 1418 1356 230
internal_count=2320 2268 568 1700 505 452 374 284 1613 1554 1501 1418 1356 230
is_linear=0
shrinkage=0.0066716


Tree=608
num_leaves=26
num_cat=0
split_feature=4 12 2 2 2 2 4 14 2 4 12 13 160 2 158 12 2 43 12 52 42 403 160 50 4
split_gain=1460.24 408.341 203.391 207.547 101.707 66.2288 61.6743 59.7096 54.1066 50.6393 31.7125 28.2943 22.9466 15.9647 14.0248 13.1384 12.4472 18.8569 11.3064 8.52761 8.3937 6.91154 6.38708 6.17655 5.35062
threshold=0.30163500000000004 0.077755000000000005 0.10859000000000001 -0.007134999999999999 0.12358500000000001 0.092235000000000025 -0.013929999999999998 -0.41790499999999997 0.12454500000000002 0.046720000000000005 0.090310000000000015 -0.076494999999999994 -0.082179999999999989 0.10054500000000001 0.080150000000000013 0.095330000000000012 0.087610000000000007 -0.0018599999999999999 0.08597500000000001 -0.029869999999999997 -0.076289999999999983 -0.10393999999999999 -0.085579999999999976 0.089465000000000017 0.11057000000000002
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=1 2 3 -1 9 19 -7 -2 13 10 16 -4 -12 -9 24 23 21 18 -18 -5 -17 -3 -23 -14 -11
right_child=7 4 11 5 -6 6 -8 8 -10 14 12 -13 15 -15 -16 20 17 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.002835733616478907 0.0038647008826266003 0.0083405034722572116 0.0021208219462224595 0.0083513337589331983 0.0050750920594340816 0.0082521169647886868 0.004981093733418495 0.0014088625492236536 -0.00026248925266303868 0.0063185236166774014 0.0070943884725379342 0.004303615099651846 0.0084584287603642998 0.0031117829304515903 0.0081468508900841476 0.008785620649541968 0.0095439106076576838 0.0071303848996425619 0.0082971204046832329 0.0096042410842152731 0.0077520463595207824 0.0086170387479665416 0.0092489764608715101 0.0092940969319899765 0.0072806458539137458
leaf_weight=59 60 77 62 67 53 57 67 62 78 69 103 65 181 56 56 52 58 53 120 52 227 115 349 65 57
leaf_count=59 60 77 62 67 53 57 67 62 78 69 103 65 181 56 56 52 58 53 120 52 227 115 349 65 57
internal_value=0 0.00769809 0.00569172 0.00672341 0.00822452 0.00766723 0.00648491 0.00184782 0.00123028 0.00833001 0.00847915 0.00323819 0.00809312 0.00221724 0.00718268 0.00828901 0.00879314 0.00834269 0.00870352 0.00889903 0.00794477 0.00898544 0.00909241 0.00867934 0.00675397
internal_weight=0 2064 429 302 1635 243 124 256 196 1582 1400 127 628 118 182 525 772 231 178 119 279 541 464 246 126
internal_count=2320 2064 429 302 1635 243 124 256 196 1582 1400 127 628 118 182 525 772 231 178 119 279 541 464 246 126
is_linear=0
shrinkage=0.00231039


Tree=609
num_leaves=19
num_cat=0
split_feature=3 50 3 52 13 13 159 42 160 52 13 3 156 51 51 50 159 403
split_gain=9.59056 8.24369 11.7806 7.76512 6.63669 8.11383 8.10992 10.7422 8.038 7.97131 6.18226 6.06738 5.76489 5.23083 5.9209 4.13831 2.7167 2.93312
threshold=0.32329500000000005 1.0000000180025095e-35 -0.10122999999999999 0.40674500000000008 -0.19676999999999997 -0.10899499999999999 0.082200000000000009 0.084715000000000013 -0.065924999999999997 0.08321000000000002 -0.047309999999999998 -0.07403499999999999 0.084715000000000013 0.13691500000000004 0.10501000000000001 0.090210000000000012 -0.08477999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 9 12 -9 11 -11 -7 -8 14 15 -4 -17 -18
right_child=-2 2 13 -5 5 6 7 8 -10 10 -12 -13 -14 -15 -16 16 17 -19
leaf_value=0.0026044549341109782 -0.0015039038479008136 0.0041669855144489962 0.0024673529669432715 -0.0011776336920540401 -0.0013805921476010259 0.00065902542960538017 0.0016612927678074875 -0.0011959784136439937 0.0019485417887077404 0.00045316723912510864 0.0017988536038671154 -0.00033210577971872813 0.0038680754886726725 -0.00026539203335772938 0.0031938681410344592 0.0018621121500232273 0.0014062928776618171 -0.00022072340584147548
leaf_weight=64 59 52 64 72 61 519 90 58 52 207 260 348 72 66 59 58 60 99
leaf_count=64 59 52 64 72 61 519 90 58 52 207 260 348 72 66 59 58 60 99
internal_value=0 0.000867748 0.00156369 0.00069093 0.000768688 0.000698172 0.000777167 0.00169131 0.000289958 0.000590728 0.0012025 0.00026113 0.00264247 0.00123011 0.00152059 0.00116904 0.000785846 0.000392855
internal_weight=0 2261 458 1803 1731 1667 1606 272 110 1334 467 867 162 406 340 281 217 159
internal_count=2320 2261 458 1803 1731 1667 1606 272 110 1334 467 867 162 406 340 281 217 159
is_linear=0
shrinkage=0.00580803


Tree=610
num_leaves=12
num_cat=0
split_feature=3 97 3 16 43 3 42 2 43 2 3
split_gain=22.5167 16.2431 13.9349 10.1553 16.0253 9.05574 8.66363 7.17981 5.30626 6.04491 8.74716
threshold=-0.23303499999999996 -1.0000000180025095e-35 -0.15500999999999998 -0.23071499999999998 0.055170000000000004 0.25468500000000005 0.081180000000000016 0.11556500000000001 0.41022000000000008 0.13443000000000002 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 8 7 -4 9 10 -5
right_child=1 2 3 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0037156869925825489 -0.0024398339421208399 -0.0018679290359620712 0.0032343539306497319 0.00094217254440452083 0.0043748423309098823 -0.0013809110851455248 -0.00015077389139960922 0.00054304770711990772 -0.00074044969274219131 0.0025797421438822159 -0.0013997915113202755
leaf_weight=97 53 63 85 1584 73 65 98 59 69 75 58
leaf_count=97 53 63 85 1584 73 65 98 59 69 75 58
internal_value=0 0.000801172 0.000878263 0.000958168 0.00194162 0.000790771 0.00120737 0.00213211 0.000869843 0.000934592 0.000859409
internal_weight=0 2282 2229 2166 315 1851 242 144 1786 1717 1642
internal_count=2379 2282 2229 2166 315 1851 242 144 1786 1717 1642
is_linear=0
shrinkage=0.00592419


Tree=611
num_leaves=12
num_cat=0
split_feature=13 10 12 1429 16 147 457 0 16 0 0
split_gain=22.5312 13.2005 19.0334 10.6626 12.2889 10.2654 6.71644 11.1958 7.67561 14.4064 10.0018
threshold=-0.48634999999999995 -1.0000000180025095e-35 -0.080579999999999985 0.086825000000000013 0.053535000000000006 0.092780000000000015 0.087350000000000011 -0.18901999999999997 -0.082909999999999984 -0.11208499999999998 -0.15061499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -3 10 -10 -9
right_child=1 3 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=0.0035418366371996143 -0.0031374601387316099 0.0023078676763507154 0.0010268786856055135 0.00039964166010106149 0.0036896097309492577 0.0026571946612371725 0.0017927968159540378 -0.0011727338152712266 -0.0019298123730339322 0.00027320629406051109 0.00098135672854178838
leaf_weight=64 56 76 52 53 59 56 95 58 78 1124 608
leaf_count=64 56 76 52 53 59 56 95 58 78 1124 608
internal_value=0 0.000560044 -0.00113192 0.000642864 0.00213322 0.000563163 0.000505626 0.000442697 0.000366784 0.000130204 0.000793684
internal_weight=0 2315 108 2207 112 2095 2039 1944 1868 1202 666
internal_count=2379 2315 108 2207 112 2095 2039 1944 1868 1202 666
is_linear=0
shrinkage=0.00495709


Tree=612
num_leaves=28
num_cat=0
split_feature=14 0 149 1 52 2 1 0 4 15 52 2 4 2 15 403 403 52 403 1 2 15 160 52 1 15 1
split_gain=11.4606 32.5467 9.03646 9.12399 12.2839 14.0444 12.2469 29.1044 10.6227 10.8834 8.39968 7.20888 6.22216 6.20218 6.01894 8.522 7.48621 5.27722 4.32781 5.24578 4.14702 3.9934 5.03598 3.26792 3.20196 2.20537 1.05669
threshold=-0.072219999999999993 -0.07081999999999998 0.079000000000000015 0.090485000000000024 0.11483500000000001 0.088975000000000012 0.10647000000000001 -0.10566999999999999 -0.048624999999999995 -0.035449999999999988 0.49868000000000007 0.084275000000000003 -0.078524999999999998 -1.0000000180025095e-35 -0.016949999999999996 -0.0023749999999999999 0.085685000000000011 -0.0097699999999999992 -0.016149999999999994 0.085810000000000011 0.097220000000000015 -0.094269999999999979 0.014995000000000003 0.074235000000000009 0.11378500000000001 -0.12431499999999999 0.095695000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 -6 7 -5 -8 13 20 17 -9 -10 21 23 -17 -2 -19 -20 -7 25 -23 -16 -15 -13 -14
right_child=2 -3 -4 6 5 10 8 12 9 -11 -12 14 26 24 15 16 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0058509579064655324 0.00047537636550907739 -0.0012017614808056431 0.0033204649840726068 -0.0048709379698270699 -0.003724778499710966 0.00051769341442847283 0.0036032076449271202 -0.0014486300112992317 -0.0012041860375789388 -0.0024104122206730499 0.0023894887710324132 0.0013960142683223961 0.0012900603268369048 0.002583757940347074 0.0026165414090974742 -0.00085563109158539035 0.0015225845960665429 0.0016015377533549066 0.005006846040955297 0.0020168033463599526 -0.0021609958624766749 0.0013837585035771881 0.0034789440306601015 0.00086065228729458921 0.00080940491918480109 -0.00028184891508348757 0.00020562653585610408
leaf_weight=69 72 54 56 72 52 54 52 87 54 57 59 72 91 69 70 262 80 102 56 53 53 196 73 165 149 73 77
leaf_count=69 72 54 56 72 52 54 52 87 54 57 59 72 91 69 70 262 80 102 56 53 53 196 73 165 149 73 77
internal_value=0 0.00275405 0.000620747 0.000551994 0.000853884 -0.000638593 -8.4091e-05 -0.00105027 0.000744955 0.000292974 0.000327726 0.00110933 2.82271e-05 0.00085976 0.000835653 0.000386256 -0.000299111 0.00206741 0.00261031 0.00355364 -0.000808455 0.00146181 0.00195261 0.00138399 0.00137135 0.000550796 0.000793461
internal_weight=0 123 2256 2200 1492 218 708 327 381 329 166 1274 255 272 991 577 342 283 211 109 107 414 269 235 218 145 168
internal_count=2379 123 2256 2200 1492 218 708 327 381 329 166 1274 255 272 991 577 342 283 211 109 107 414 269 235 218 145 168
is_linear=0
shrinkage=0.00680503


Tree=613
num_leaves=24
num_cat=0
split_feature=1 1 155 14 2 2 2 43 13 1 1 1 0 4 48 156 1455 16 16 0 160 4 2
split_gain=1048.28 192.882 111.128 92.3865 65.6784 63.7066 107.025 49.3056 30.8587 29.6817 28.5474 25.4975 15.3088 14.8222 14.6313 15.8339 11.2219 14.3626 10.5755 9.10927 6.7862 6.45014 5.09567
threshold=0.10312500000000001 0.13662500000000002 0.088610000000000008 0.062655000000000016 0.092365000000000017 0.10293500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0074049999999999993 0.090485000000000024 0.14967500000000003 0.088595000000000021 -0.032619999999999989 0.032965000000000001 0.089965000000000017 0.091015000000000013 0.079300000000000009 0.081265000000000018 -0.077229999999999979 -0.074754999999999988 0.0021250000000000006 0.17982000000000001 0.10912000000000001
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 5 4 9 6 -2 -7 -9 14 -3 12 13 20 15 16 17 -1 -11 -20 22 -15 -6
right_child=1 10 -4 -5 11 7 -8 8 -10 18 -12 -13 -14 21 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0088261798305672556 0.0039852524494152055 0.0030428306340606419 0.0085281323752719098 0.010878925511550933 0.0078152330489333205 0.0028610880833942489 0.00804725402786074 0.0037122446990927706 0.0059723404125932977 0.006801639536324137 0.00082289983650241148 0.0063162869766348814 0.0067241084687308548 0.0069594867294551022 0.007633738997136031 0.0074977472794039894 0.007787505436077132 0.010099861761692832 0.0084574933210253712 0.0072233555337830177 0.0090142817728117407 0.0079790280787541065 0.0086082494171630629
leaf_weight=737 67 82 55 74 148 94 78 56 84 55 53 82 71 98 69 52 53 53 94 52 52 54 66
leaf_count=737 67 82 55 74 148 94 78 56 84 55 53 82 71 98 69 52 53 53 94 52 52 54 66
internal_value=0 0.0046319 0.00539718 0.00829914 0.00818916 0.00494275 0.0061705 0.00418186 0.00506848 0.00851023 0.00217149 0.00753404 0.00773819 0.00791038 0.0086822 0.008763 0.00884101 0.00891166 0.00768537 0.00801811 0.00824659 0.00732186 0.00805993
internal_weight=0 569 434 1810 1736 379 145 234 140 1165 135 571 489 418 964 895 843 790 201 146 266 152 214
internal_count=2379 569 434 1810 1736 379 145 234 140 1165 135 571 489 418 964 895 843 790 201 146 266 152 214
is_linear=0
shrinkage=0.00235659


Tree=614
num_leaves=9
num_cat=0
split_feature=3 13 2 9 48 48 41 3
split_gain=14.245 14.4277 28.171 9.74592 8.66251 9.70086 8.35998 13.7351
threshold=-0.23303499999999996 -0.48634999999999995 0.16394500000000004 -1.0000000180025095e-35 -0.086624999999999994 -0.035774999999999994 0.083035000000000012 -0.12077499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=0.0031079096092193224 0.0035720564847923565 -0.0016536330509315366 -0.0036906574279134759 0.0032721684129855084 -0.0016832417061710282 0.0029365986613450724 -0.0011621961843309532 0.00079138456577173308
leaf_weight=97 64 59 53 52 57 116 73 1808
leaf_count=97 64 59 53 52 57 116 73 1808
internal_value=0 0.000743302 0.000661649 0.000768225 0.000836105 0.000774401 0.000844581 0.000920755
internal_weight=0 2282 2218 2165 2106 2054 1997 1924
internal_count=2379 2282 2218 2165 2106 2054 1997 1924
is_linear=0
shrinkage=0.00604267


Tree=615
num_leaves=24
num_cat=0
split_feature=1 12 1 14 12 1 12 1 4 48 4 4 48 4 4 4 1429 1209 16 16 51 4 12
split_gain=1061.4 240.262 135.295 50.7001 49.6684 53.7431 48.8725 42.0276 40.1812 25.7671 58.3992 24.9773 23.6476 23.9774 21.5427 15.1147 11.9625 6.95931 7.7988 6.39809 4.86993 4.29029 2.41506
threshold=0.10124500000000002 0.085090000000000013 0.12337000000000002 0.062655000000000016 0.054520000000000006 0.092655000000000015 0.091475000000000015 0.12337000000000002 -0.013024999999999998 0.085510000000000017 0.39574000000000004 0.50373500000000015 0.081735000000000016 -0.045299999999999993 -0.096364999999999992 0.029980000000000003 0.079510000000000011 1.0000000180025095e-35 0.0060650000000000009 0.21684500000000004 0.0045000000000000014 -0.0072499999999999995 0.085205000000000017
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 7 8 4 5 12 16 9 -3 10 -2 -9 13 -1 -8 19 17 18 20 21 -6 -16 -18
right_child=1 2 -4 -5 6 -7 14 11 -10 -11 -12 -13 -14 -15 15 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0073064270580130326 0.0016381939263627435 0.0078015343494470639 0.0030875854834770404 0.0089218134322856472 0.0075438451979704607 0.0046413060174496082 0.0056238891707829268 0.0031584641366097432 0.0057782413705695758 0.0045687653929724964 0.0043769016608555247 0.0016114869264868778 0.007837843042495277 0.0055011675439200604 0.0073056603148606326 0.0062572822711548133 0.0078610720646637954 0.0080802353796520128 0.0068243565362913839 0.0064603378414876157 0.0069772836775667431 0.0067170443501492717 0.0084589978151233466
leaf_weight=52 54 75 52 64 572 58 54 86 78 89 69 77 60 64 290 102 53 67 79 52 67 59 56
leaf_count=52 54 75 52 64 572 58 54 86 78 89 69 77 60 64 290 102 53 67 79 52 67 59 56
internal_value=0 0.00411952 0.00583617 0.00719783 0.00713234 0.00628863 0.00726838 0.00318103 0.00677019 0.00376005 0.00317471 0.00242781 0.00683137 0.0063106 0.00680952 0.00693676 0.00755425 0.00746894 0.00741187 0.00710954 0.00748447 0.00720621 0.00816846
internal_weight=0 580 205 1749 1685 234 1451 375 153 212 123 163 176 116 557 503 894 785 718 401 639 349 109
internal_count=2329 580 205 1749 1685 234 1451 375 153 212 123 163 176 116 557 503 894 785 718 401 639 349 109
is_linear=0
shrinkage=0.00197189


Tree=616
num_leaves=9
num_cat=0
split_feature=40 15 147 9 14 150 12 124
split_gain=18.02 14.9106 15.5918 13.3032 9.61294 9.39296 8.66667 9.80057
threshold=0.051255000000000002 0.13673000000000005 0.089365000000000014 1.0000000180025095e-35 -0.31455999999999995 0.10874500000000002 -0.088294999999999985 -0.077709999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.0013406799625198349 -0.0022880649609077195 -0.0020878136784632131 -0.0015729805836911795 0.0036847154539758759 0.0026815640410647692 0.0030224837442610467 -0.0014151752712904852 0.00098261270868117267
leaf_weight=55 58 52 74 62 94 77 57 1800
leaf_count=55 58 52 74 62 94 77 57 1800
internal_value=0 0.000925814 0.000996463 0.00108513 0.00100773 0.00107145 0.000994416 0.000908981
internal_weight=0 2271 2219 2145 2083 2028 1951 1857
internal_count=2329 2271 2219 2145 2083 2028 1951 1857
is_linear=0
shrinkage=0.00569414


Tree=617
num_leaves=17
num_cat=0
split_feature=40 448 16 4 13 52 4 43 16 52 16 1375 160 2 1456 4
split_gain=12.4656 11.4564 11.9414 12.8868 10.1974 13.076 11.2946 8.28363 8.86145 8.19018 14.8439 7.0216 6.58578 6.13117 4.14693 3.01614
threshold=0.051255000000000002 -0.065209999999999976 -0.24235499999999996 0.13072500000000004 -0.011834999999999998 0.31387000000000004 -0.085574999999999984 -0.010739999999999998 -0.50476999999999983 -0.080064999999999983 0.51148500000000008 -0.029589999999999995 -1.0000000180025095e-35 0.087830000000000005 0.087690000000000004 0.41555500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 6 9 13 15 -9 10 -6 -8 -11 -4 -13 -3
right_child=-2 2 3 -5 5 -7 11 8 -10 12 -12 14 -14 -15 -16 -17
leaf_value=-0.0012308551331425752 -0.0017932459549571584 -0.00024449858394244469 0.0036788137512298994 -0.001777995682581447 -0.0011824966728173412 -0.002359187689006669 0.0027712000307835711 0.0013890279968396082 0.0038277395865736379 0.0023754854384062645 0.0015881517617456543 0.0008333685761448738 0.00059043367723843701 0.0013727548919320041 -0.00069786970177401449 0.0015565279041852554
leaf_weight=83 58 53 66 61 178 52 52 89 83 72 81 882 344 67 54 54
leaf_count=83 58 53 66 61 178 52 52 89 83 72 81 882 344 67 54 54
internal_value=0 0.000725592 0.000799835 0.000648247 0.000728365 0.000233318 0.00104937 0.00183684 0.00256618 0.000433122 -0.000315779 0.000851669 0.000899523 0.00251755 0.000744967 0.000663895
internal_weight=0 2271 2188 1909 1848 727 1121 279 172 675 259 988 416 133 936 107
internal_count=2329 2271 2188 1909 1848 727 1121 279 172 675 259 988 416 133 936 107
is_linear=0
shrinkage=0.00536572


Tree=618
num_leaves=24
num_cat=0
split_feature=1 1 12 1 151 2 4 2 4 0 12 4 1 0 4 12 0 12 4 51 2 12 0
split_gain=1493.15 212.094 136.542 94.7196 136.344 49.4884 77.8118 46.7012 44.9246 41.3042 31.9049 39.9464 22.9818 18.7471 17.3359 16.5362 16.4609 16.4116 11.7152 8.54803 8.10731 6.99987 4.31868
threshold=0.10538500000000002 0.12394500000000001 0.087245000000000003 0.092415000000000011 -1.0000000180025095e-35 0.14307 0.30163500000000004 0.10644500000000001 0.046720000000000005 -0.14216999999999999 0.091625000000000012 -0.38908499999999996 0.083065000000000014 -0.050379999999999994 0.022635000000000006 1.0000000180025095e-35 -0.069824999999999984 0.085845000000000019 -0.0072499999999999995 -0.070054999999999992 0.088820000000000024 0.094435000000000005 -0.08075499999999998
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 14 7 -5 6 -3 9 -4 12 11 -11 -1 19 -2 -13 18 -6 22 -9 -17 -19 -12
right_child=1 5 8 4 17 -7 -8 13 -10 10 16 15 -14 -15 -16 20 -18 21 -20 -21 -22 -23 -24
leaf_value=0.010808922708125099 0.0030654625505348704 0.0049158111271809741 0.0085694508258410129 0.0042673117957823126 0.0068681660788174788 0.00061608245991626946 0.0014428343714148304 0.0071288879606987571 0.0056450169055678812 0.010533884225131797 0.0088913080616449501 0.0074187668671247429 0.0087703183544657198 0.0062416349268872738 0.0045113790681109512 0.0087586788892516625 0.0066796648447731534 0.0090241323128098915 0.0073659467068966089 0.008329098541900665 0.0082115894717274106 0.0079722291531343012 0.0081484326307044129
leaf_weight=63 81 57 53 70 52 76 79 52 55 56 61 61 52 54 90 664 52 52 83 75 178 89 124
leaf_count=63 81 57 53 70 52 76 79 52 55 56 61 61 52 54 90 664 52 52 83 75 178 89 124
internal_value=0 0.00378846 0.00508622 0.00823495 0.00697609 0.00208045 0.0028986 0.00844514 0.00708038 0.00858579 0.00846875 0.00867564 0.00988733 0.00736178 0.00382661 0.00856038 0.00784864 0.00795843 0.00807536 0.00783786 0.00864305 0.00836034 0.00839351
internal_weight=0 491 279 1838 263 212 136 1575 108 1394 1279 959 115 181 171 903 320 193 268 127 842 141 185
internal_count=2329 491 279 1838 263 212 136 1575 108 1394 1279 959 115 181 171 903 320 193 268 127 842 141 185
is_linear=0
shrinkage=0.00226508


Tree=619
num_leaves=22
num_cat=0
split_feature=4 12 2 2 42 4 4 2 48 0 4 3 2 12 51 1456 49 16 42 0 51
split_gain=1117.11 416.898 186.646 173.084 78.0052 67.6626 75.6154 54.173 41.5949 38.6662 41.5152 29.3133 23.6416 19.9373 13.6241 10.8801 14.8226 6.94855 6.77927 5.82039 4.41405
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 -0.0091949999999999983 0.12253000000000001 -0.047714999999999987 -9.4999999999999992e-05 0.13538500000000001 0.085700000000000012 -0.14582499999999995 0.053255000000000004 -0.11255999999999998 0.10746500000000002 0.093270000000000006 0.09678500000000001 0.056265000000000009 -0.053439999999999994 -0.36241499999999999 0.084945000000000007 -0.08075499999999998 -0.39981499999999998
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 2 3 -1 9 -5 -7 11 -4 -3 13 -2 -13 15 19 16 -11 -12 -17 -15 -19
right_child=7 4 8 5 -6 6 -8 -9 -10 10 17 12 -14 14 -16 18 -18 20 -20 -21 -22
leaf_value=0.0041825257058662919 0.0056936615376551496 0.011110845208702711 0.0030827747478783364 0.010244206070963666 0.0064392577049720238 0.0057116898065980764 0.0089887910992159752 0.0020442186175754478 0.0055661758583537427 0.0083177485800675927 0.0088497204036428155 0.0027273147856405606 0.0047514997227853014 0.0097213785370391763 0.0079021107324582524 0.010773028766152319 0.0094982806716231005 0.0083314496362015805 0.0096477484284703281 0.0089377810692655314 0.0074667627094215268
leaf_weight=57 54 56 58 82 52 60 91 79 86 59 53 63 56 60 60 52 789 57 60 278 67
leaf_count=57 54 56 58 82 52 60 91 79 86 59 53 63 56 60 60 52 789 57 60 278 67
internal_value=0 0.00864917 0.00667448 0.00772132 0.00917077 0.00858693 0.00768679 0.00359892 0.00456609 0.00926004 0.0091925 0.00430873 0.00368008 0.00932711 0.0088999 0.00950419 0.00941617 0.0081596 0.0101704 0.00907695 0.00786444
internal_weight=0 2077 434 290 1643 233 151 252 144 1591 1535 173 119 1358 398 960 848 177 112 338 124
internal_count=2329 2077 434 290 1643 233 151 252 144 1591 1535 173 119 1358 398 960 848 177 112 338 124
is_linear=0
shrinkage=0.00226508


Tree=620
num_leaves=25
num_cat=0
split_feature=1 52 1 12 1 0 124 0 4 1 13 12 50 4 51 4 12 4 1 12 133 1 0 0
split_gain=1034.65 192.517 117.795 103.919 78.7616 76.8748 71.6194 35.7791 40.0981 35.7802 22.4581 38.8293 21.496 26.0156 18.2479 15.7531 13.9834 13.7084 12.2442 6.54776 5.78995 5.14869 4.76616 5.11963
threshold=0.10384000000000002 -0.41304999999999997 0.12541500000000003 0.088105000000000003 0.092415000000000011 -0.079249999999999987 -1.0000000180025095e-35 -0.14216999999999999 0.032965000000000001 0.082615000000000008 -0.042924999999999998 -0.081314999999999985 0.089465000000000017 -0.11205499999999999 0.0045000000000000014 -0.010549999999999999 0.083570000000000019 0.0030100000000000001 0.111945 0.089735000000000023 0.111585 0.097005000000000022 -0.059114999999999994 -0.071519999999999986
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=4 -2 3 18 5 7 -6 9 14 -1 11 -4 13 -7 16 21 -9 22 -3 -10 -18 -8 23 -15
right_child=1 2 10 -5 6 12 15 8 19 -11 -12 -13 -14 17 -16 -17 20 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.010139840241945501 0.0076447295060331983 0.0032267170218900926 0.0032283069256310716 0.0064094247788489883 0.0043368775334935343 0.0058181936704365285 0.0070432576097798367 0.0089748155425648304 0.0071473082637823204 0.007829579306714839 0.003398936300321633 0.00078129435139676984 0.0079683782485375568 0.0072121984010478724 0.007155938043310976 0.0061435046765418765 0.0080603702197780628 0.0063396287071084533 0.0042711299140673897 0.0062108963670495614 0.0074687358571902786 0.0078404206990702364 0.0067627269655455013 0.0079210269448184607
leaf_weight=57 61 83 52 93 52 87 82 65 74 52 82 53 75 121 98 62 637 80 101 52 76 56 52 64
leaf_count=57 61 83 52 93 52 87 82 65 74 52 82 53 75 121 98 62 637 80 101 52 76 56 52 64
internal_value=0 0.0042852 0.00384349 0.00467625 0.00748608 0.00765173 0.00644083 0.00794226 0.00782305 0.00903789 0.00260982 0.00199335 0.00697781 0.00679387 0.00797579 0.00698776 0.00807903 0.00706157 0.00380013 0.00676102 0.00799734 0.0073669 0.00730518 0.00745753
internal_weight=0 525 464 277 1842 1590 252 1111 1002 109 187 105 479 404 876 200 778 317 184 126 713 138 237 185
internal_count=2367 525 464 277 1842 1590 252 1111 1002 109 187 105 479 404 876 200 778 317 184 126 713 138 237 185
is_linear=0
shrinkage=0.00201133


Tree=621
num_leaves=26
num_cat=0
split_feature=3 3 15 16 150 3 42 0 52 3 16 15 42 0 3 3 16 52 3 0 403 42 483 52 42
split_gain=1133.79 343.513 270.606 164.585 120.726 110.193 127.76 93.8017 80.4802 61.0114 58.37 182.215 41.5554 34.8078 26.6448 16.4747 13.7812 13.0683 9.5283 18.7632 5.11301 5.60913 3.55624 3.63134 1.34505
threshold=-0.058704999999999993 0.31400500000000003 -0.37478999999999996 -0.24900499999999998 0.093625000000000014 -0.0047649999999999993 -0.0043149999999999994 -0.069389999999999993 0.0085900000000000021 0.10812000000000001 0.070130000000000012 0.029300000000000003 0.081180000000000016 0.024745000000000003 -0.081184999999999993 0.06269000000000001 0.064610000000000015 -0.42890999999999996 -0.13088999999999998 -0.093659999999999979 0.0071950000000000009 0.084580000000000016 -1.0000000180025095e-35 0.088635000000000005 0.088285000000000016
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 -2 8 5 6 -4 14 -1 15 11 -9 -8 17 18 -7 20 -12 -5 -20 21 -16 -21 -24 -23
right_child=1 -3 4 7 -6 9 12 10 -10 -11 13 -13 -14 -15 16 -17 -18 -19 19 22 -22 24 23 -25 -26
leaf_value=0.019128004332435569 0.016582784409601738 0.014879596840787697 0.022524624658752428 0.024555888299560714 0.018002805384628329 0.022054962369360585 0.017328415456786126 0.017983180028877804 0.022536828361558483 0.020634966390459749 0.022849396940221766 0.023533909341101403 0.019979258568140656 0.023981041638999005 0.02237532899499663 0.023533972262085714 0.021986946257625279 0.021312561480517956 0.022343874926271767 0.024257415112812621 0.023698869314784248 0.02352721612751689 0.023771541568780911 0.023362911226114176 0.023092273070909844
leaf_weight=75 90 69 60 62 67 60 64 56 63 83 54 61 54 81 53 101 56 57 52 62 77 53 533 145 179
leaf_count=75 90 69 60 62 67 60 64 56 63 83 54 61 54 81 53 101 56 57 52 62 77 53 533 145 179
internal_value=0 0.0195646 0.0201228 0.0230117 0.0207743 0.0212143 0.0198844 0.0232149 0.0206844 0.0221843 0.0221161 0.0208774 0.0185417 0.0228708 0.0234818 0.0229829 0.0230204 0.0220604 0.0237076 0.0236411 0.0231802 0.02304 0.0237322 0.0236842 0.0231917
internal_weight=0 648 579 1719 489 422 178 1581 138 244 309 117 118 192 1272 161 418 111 854 792 362 285 740 678 232
internal_count=2367 648 579 1719 489 422 178 1581 138 244 309 117 118 192 1272 161 418 111 854 792 362 285 740 678 232
is_linear=0
shrinkage=0.00222067


Tree=622
num_leaves=30
num_cat=0
split_feature=12 3 43 12 43 12 13 13 15 160 123 15 3 0 3 3 3 12 3 15 15 13 12 1429 0 402 12 43 43
split_gain=459.882 135.033 151.388 127.094 86.79 62.7125 58.7997 52.9311 43.1347 32.7455 32.6567 27.571 25.3568 22.8221 15.5109 13.9484 19.7398 8.00063 7.95759 5.07256 5.02837 5.38103 4.93513 4.6237 4.54848 4.04851 3.89246 2.32884 1.12785
threshold=0.077755000000000005 0.30112000000000005 -0.031974999999999996 0.13969000000000004 -0.095564999999999983 0.093270000000000006 -0.089189999999999978 -0.011494999999999998 -0.094124999999999986 -1.0000000180025095e-35 0.087260000000000018 -0.033689999999999991 0.102425 -0.12324999999999998 -0.091649999999999995 -0.1535 -0.11128999999999999 0.086315000000000017 -0.116045 -0.066639999999999991 -0.021179999999999997 -0.077759999999999982 0.097755000000000022 0.079510000000000011 -0.071969999999999992 0.088920000000000013 0.084160000000000013 -0.055679999999999993 -0.046639999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 15 -7 10 13 -10 -6 14 -11 -4 -8 -2 -17 23 -13 27 21 -19 28 26 -24 -22 -18 -16 -20
right_child=3 -3 8 -5 7 6 11 -9 9 12 -12 18 -14 -15 19 16 17 20 22 -21 25 -23 24 -25 -26 -27 -28 -29 -30
leaf_value=0.0061987080140664952 0.0083014482448029378 0.0024897225140815466 0.0060210852024323745 0.0038893824401928356 0.0051000409900877532 0.0043986682858706116 0.0051428051101380552 0.0016815191350651711 0.0081355476078415825 0.0070523621082024257 0.0028971067956260659 0.0077685217171724989 0.0051689215132069118 0.0042191162280989869 0.0069406938911868599 0.0060282761642861419 0.0070998537169445035 0.0071484003338598235 0.0074195008060098195 0.005897645335327638 0.0072142094603113915 0.0064772966583917652 0.0062307185337934588 0.0080335311511323462 0.0070403537873884306 0.0077925448309927505 0.0076025879394515956 0.0063677501990728183 0.0070154335549226631
leaf_weight=56 55 88 69 57 61 53 52 59 56 70 53 57 53 52 61 54 99 147 57 55 348 78 63 68 56 61 199 62 68
leaf_count=56 55 88 69 57 61 53 52 59 56 70 53 57 53 52 61 54 99 147 57 55 348 78 63 68 56 61 199 62 68
internal_value=0 0.00484333 0.00523482 0.00690337 0.00397839 0.00700484 0.00646039 0.00325955 0.00619382 0.00683381 0.00407606 0.00666613 0.00624098 0.00524687 0.00613063 0.00729152 0.0072388 0.00730415 0.00707525 0.00641909 0.00716404 0.00691585 0.0069132 0.00754679 0.00661191 0.00730052 0.00743565 0.00665207 0.00719986
internal_weight=0 617 529 1750 229 1693 584 173 300 179 114 531 123 121 230 1109 1054 1000 301 178 634 225 244 366 119 409 298 123 125
internal_count=2367 617 529 1750 229 1693 584 173 300 179 114 531 123 121 230 1109 1054 1000 301 178 634 225 244 366 119 409 298 123 125
is_linear=0
shrinkage=0.00205156


Tree=623
num_leaves=16
num_cat=0
split_feature=3 4 3 12 13 4 151 49 3 49 4 3 4 4 4
split_gain=15.9695 12.7234 11.4732 12.6479 37.8511 19.7078 10.639 9.8134 9.42265 8.97756 8.92865 12.3706 8.55014 7.08478 7.30533
threshold=0.30112000000000005 0.26450500000000005 -0.0047649999999999993 1.0000000180025095e-35 -0.011494999999999998 -0.015464999999999998 -0.0077149999999999988 1.0000000180025095e-35 -0.0098449999999999979 -0.14715999999999999 -0.15618499999999999 -0.13088999999999998 0.0030100000000000001 0.022635000000000006 -0.42305999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4 8 -3 -5 -11 -12 -13 14 -8
right_child=-2 7 6 9 5 -7 13 -9 -10 10 11 12 -14 -15 -16
leaf_value=0.005602213425677142 0.0002903532282001262 0.0021560041331271616 0.0068767130114563224 0.00052283567121209722 -0.0038066489916469539 0.0017757947597057283 0.0044240628482141208 0.0039055540879001319 -0.00078966474567075803 0.0013856014168276889 0.0060721680838346989 0.0034572758264852085 0.0021402044671648916 0.0053746914823420665 0.0010841761305826862
leaf_weight=54 94 101 58 52 52 52 52 57 80 101 66 1182 245 65 56
leaf_count=54 94 101 58 52 52 52 52 57 80 101 66 1182 245 65 56
internal_value=0 0.00298835 0.00315246 0.00298005 0.0012463 -0.00101477 0.00449859 0.00158487 0.000853673 0.00314643 0.00323197 0.00335683 0.0032312 0.00370091 0.0026929
internal_weight=0 2273 2035 1804 158 104 231 238 181 1646 1594 1493 1427 173 108
internal_count=2367 2273 2035 1804 158 104 231 238 181 1646 1594 1493 1427 173 108
is_linear=0
shrinkage=0.00641253


Tree=624
num_leaves=13
num_cat=0
split_feature=2 15 2 9 148 13 133 2 1444 39 47 12
split_gain=14.1288 27.5724 10.408 9.03656 9.40731 8.29226 15.9018 11.7884 7.48815 6.86272 9.67506 5.27961
threshold=0.13733000000000004 -0.050699999999999995 -0.14400499999999997 -1.0000000180025095e-35 -0.083779999999999979 0.031740000000000011 -0.0079049999999999971 0.097070000000000004 -0.066134999999999985 0.092440000000000008 0.11227500000000001 0.093765000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 8 -7 11 -6 10 -10 -8
right_child=1 -3 3 4 5 6 7 -9 9 -11 -12 -13
leaf_value=-0.00016316013593819826 0.0024572777898449771 -0.0027143642134365401 0.00028317269417722047 0.0049448592766220796 0.0048719000022291624 -0.0014506426157488927 0.0046518608797991258 0.00061579731890909516 0.0025651727428224465 0.004683545117099887 0.00013032689731087751 0.0022435775695054771
leaf_weight=57 101 60 68 57 52 54 62 100 1569 53 62 72
leaf_count=57 101 60 68 57 52 54 62 100 1569 53 62 72
internal_value=0 0.000529557 0.00238432 0.00245192 0.00252275 0.00245451 0.00150438 0.00218659 0.00261209 0.00254228 0.00247266 0.00335834
internal_weight=0 161 2206 2149 2081 2024 288 234 1736 1684 1631 134
internal_count=2367 161 2206 2149 2081 2024 288 234 1736 1684 1631 134
is_linear=0
shrinkage=0.00604267


Tree=625
num_leaves=9
num_cat=0
split_feature=14 10 48 448 49 147 129 10
split_gain=29.0761 21.6512 13.9835 9.46073 7.90886 7.77085 7.07105 6.53035
threshold=0.076175000000000007 0.058500000000000003 0.13438000000000003 -0.071684999999999985 0.14987500000000001 0.085835000000000009 -0.04689999999999999 -0.089679999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=-0.00040526560236191504 0.0054935180801841026 -0.0019140282975577611 -0.0010686449547240259 -0.000142122544882868 -0.00024041953594833277 0.004160178726530398 5.5827809397765302e-05 0.0021272930081711263
leaf_weight=58 77 54 55 52 53 61 55 1926
leaf_count=58 77 54 55 52 53 61 55 1926
internal_value=0 0.00179259 0.00188118 0.00195479 0.00201857 0.00207578 0.00201321 0.00206981
internal_weight=0 2314 2260 2205 2147 2094 2033 1981
internal_count=2391 2314 2260 2205 2147 2094 2033 1981
is_linear=0
shrinkage=0.00592419


Tree=626
num_leaves=23
num_cat=0
split_feature=1 3 124 16 2 2 2 14 2 0 15 16 1 2 12 3 12 12 160 16 15 160
split_gain=1463.06 254.64 110.947 95.6955 93.3193 79.216 70.3147 55.0327 49.7779 35.9546 21.0124 18.4757 17.6594 16.9111 20.6939 16.929 13.1191 8.6449 6.96182 11.5784 6.32886 3.43875
threshold=0.104035 -0.06340999999999998 -0.076779999999999987 -0.28430999999999995 0.13880500000000004 -1.0000000180025095e-35 0.106285 0.062655000000000016 0.090000000000000011 -0.13314999999999996 -0.058234999999999988 -0.019749999999999993 0.091330000000000008 0.099325000000000011 0.085635000000000003 -0.06340999999999998 0.086985000000000021 0.09141500000000001 0.0088350000000000008 -0.0032799999999999995 0.089835000000000012 -0.011514999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -3 -7 8 12 -10 -5 -8 17 16 -15 -16 -11 18 19 -4 -14 -18
right_child=1 4 7 10 -6 6 11 -9 9 13 -12 -13 20 14 15 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0041997704540165538 0.0022724092492187459 0.00012863204200404667 0.0074590295048857849 0.0051347080591928876 -0.00051039954028539935 0.0052852813139772159 0.0027927291510492554 0.0091676165044480076 0.00468944338607509 0.0080637072455139493 0.0071539379209091553 0.0010406065460620989 0.0060392140083276383 0.0049697158690075521 0.0068427765271989452 0.005384392274545971 0.0071680061260816601 0.0067472871944787129 0.0068556791053463696 0.0084070893625570221 0.0069699182941799012 0.006587393107033641
leaf_weight=81 53 78 588 60 103 52 81 64 59 54 55 57 72 59 200 57 87 98 85 82 95 171
leaf_count=81 53 78 588 60 103 52 81 64 59 54 55 57 72 59 200 57 87 98 85 82 95 171
internal_value=0 0.00248596 0.00689759 0.00489308 0.00139588 0.00212862 0.00294953 0.00702097 0.00694047 0.00644979 0.00610065 0.00206921 0.00727093 0.00661514 0.00623016 0.00651942 0.00700497 0.00740836 0.00749414 0.0075751 0.00656881 0.00678328
internal_weight=0 539 1852 168 371 268 190 1771 1707 687 115 138 1020 628 316 257 312 853 755 670 167 258
internal_count=2391 539 1852 168 371 268 190 1771 1707 687 115 138 1020 628 316 257 312 853 755 670 167 258
is_linear=0
shrinkage=0.00235659


Tree=627
num_leaves=22
num_cat=0
split_feature=4 3 3 14 16 4 42 16 40 11 3 11 49 4 16 3 52 42 16 4 3
split_gain=881.894 340.236 152.087 106.536 102.017 83.7751 62.8757 68.7606 58.2442 31.0305 67.6701 32.3673 26.8707 18.8491 15.8242 15.5024 6.94524 6.35864 3.8325 3.55836 1.98793
threshold=0.30163500000000004 -0.058704999999999993 0.25468500000000005 -0.45687499999999998 -0.4714549999999999 -0.14538499999999996 -0.0043149999999999994 -0.0094449999999999968 -0.011659999999999998 1.0000000180025095e-35 -0.11756999999999999 0.086080000000000018 -0.081429999999999989 0.0049200000000000008 -0.54057999999999995 0.094285000000000008 0.11483500000000001 0.11387000000000001 -0.12029499999999999 -0.050564999999999992 -0.077384999999999995
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 9 5 -2 14 15 -7 8 -8 10 -1 -11 -12 16 -5 -3 17 -14 -15 -18 -20
right_child=3 2 -4 4 -6 6 7 -9 -10 11 12 -13 13 18 -16 -17 19 -19 20 -21 -22
leaf_value=0.0043921935610062302 0.0046362223636080583 0.005664712775253709 0.0014296222680882139 0.0033030105702219498 -0.00053559750003281687 0.0057956659311981682 0.0031978941804347962 0.0023179076262974745 0.0056116490837612998 0.0083023603883778298 0.005169182747841586 0.0063485433290649219 0.0067454762752833641 0.0063600273427431913 0.0018847897347957501 0.0071627287177201942 0.0059775110279168082 0.006104275421695074 0.0055001762662174663 0.0065440883945516188 0.0060034141961019787
leaf_weight=66 52 52 55 53 71 103 68 75 100 73 61 65 909 65 80 61 88 68 64 95 67
leaf_count=66 52 52 55 53 71 103 68 75 100 73 61 65 909 65 80 61 88 68 64 95 67
internal_value=0 0.00601682 0.00459079 0.0020661 0.00141086 0.00496954 0.00447827 0.00391979 0.00463478 0.00646899 0.00638399 0.00738224 0.00647675 0.00653555 0.00245011 0.00647357 0.00663319 0.00670087 0.00595758 0.00627175 0.00575772
internal_weight=0 2135 514 256 204 459 346 243 168 1621 1483 138 1417 1356 133 113 1160 977 196 183 131
internal_count=2391 2135 514 256 204 459 346 243 168 1621 1483 138 1417 1356 133 113 1160 977 196 183 131
is_linear=0
shrinkage=0.00201133


Tree=628
num_leaves=21
num_cat=0
split_feature=1 52 123 1 14 150 0 1 4 4 4 0 47 4 0 13 42 13 13 43
split_gain=1892.29 374.93 164.408 135.339 118.94 79.5803 77.5982 78.9437 67.8854 66.9552 54.1 53.4092 27.011 26.174 43.5836 11.3971 9.50181 9.34687 6.83394 5.11702
threshold=0.104035 -0.41304999999999997 1.0000000180025095e-35 0.12394500000000001 0.062655000000000016 0.082965000000000025 -0.11073999999999999 0.083555000000000018 0.032965000000000001 0.30163500000000004 0.41181500000000004 -0.079249999999999987 0.07813500000000001 -0.47860499999999995 -0.030209999999999997 -0.067389999999999992 0.086895000000000014 -0.08533499999999998 0.049530000000000012 -0.011369999999999998
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 -2 4 5 6 10 7 -1 11 -5 12 16 -3 -13 -15 -10 18 -11 -8 -18
right_child=1 3 -4 9 -6 -7 8 -9 15 17 -12 13 -14 14 -16 -17 19 -19 -20 -21
leaf_value=0.020858183422025261 0.021483787415669562 0.017283559758134375 0.01759449495447404 0.015726541959591375 0.023705554593307934 0.014874851507740103 0.021558917016118589 0.017562985408771967 0.020180522166055214 0.012636678187325272 0.015988939113530366 0.021477961889601698 0.019436519720230101 0.020487928433740601 0.018427540587144093 0.01907229665456325 0.020769670449762561 0.013812956998670776 0.020871651729219776 0.021364236227946237
leaf_weight=64 54 55 75 86 63 88 530 69 80 57 78 93 52 362 54 93 180 69 78 111
leaf_count=64 54 55 75 86 63 88 530 69 80 57 78 93 52 362 54 93 180 69 78 111
internal_value=0 0.0161476 0.020692 0.0155535 0.0208227 0.0165476 0.0207168 0.0191488 0.0208486 0.0142732 0.0173431 0.0210039 0.0183301 0.0204503 0.0202205 0.0195849 0.0213173 0.013281 0.0214708 0.0209965
internal_weight=0 539 1852 485 1777 273 1714 133 1581 212 185 1408 107 509 416 173 899 126 608 291
internal_count=2391 539 1852 485 1777 273 1714 133 1581 212 185 1408 107 509 416 173 899 126 608 291
is_linear=0
shrinkage=0.00213444


Tree=629
num_leaves=17
num_cat=0
split_feature=14 10 2 13 13 0 133 474 51 51 0 16 0 402 51 402
split_gain=22.9586 21.5554 16.9877 16.9224 22.3876 16.4129 9.26035 12.7551 13.825 8.30436 8.94482 16.705 7.85223 5.4236 6.80151 6.47758
threshold=0.076175000000000007 1.0000000180025095e-35 0.099325000000000011 -0.08866499999999998 0.11014500000000001 -0.099059999999999995 0.11588000000000002 0.088585000000000011 0.11548000000000001 0.12478000000000002 -0.10946999999999998 -0.11118499999999999 -0.10023499999999998 0.089785000000000018 0.089530000000000012 0.10762500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 6 -4 7 8 -5 10 11 -1 -12 14 -14 -15
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11 12 -13 13 15 -16 -17
leaf_value=0.004229366301571464 0.0068331587671981425 -0.00062784037512009997 0.0020568538196893945 0.0027566744743494731 -0.00078336843312514686 -0.002505196240553812 0.00078279332135591697 0.0068393040860500985 0.0062504496136348599 0.0062259143774873382 0.0061179133212038586 -0.0006678906648437124 0.0035693607840942198 0.0066893524957606313 0.0015160874390727876 0.0037622134920109623
leaf_weight=63 77 66 97 317 64 55 53 52 60 53 57 61 1091 52 77 96
leaf_count=63 77 66 97 317 64 55 53 52 60 53 57 61 1091 52 77 96
internal_value=0 0.00312922 0.00323956 0.00237502 0.00292313 0.000405643 0.00341543 0.00374051 0.0033129 0.00362883 0.00353684 0.00181966 0.00369187 0.00358674 0.00343406 0.00479115
internal_weight=0 2314 2248 698 546 152 482 429 377 1550 1497 124 1373 1316 1168 148
internal_count=2391 2314 2248 698 546 152 482 429 377 1550 1497 124 1373 1316 1168 148
is_linear=0
shrinkage=0.0066716


Tree=630
num_leaves=20
num_cat=0
split_feature=3 123 16 3 40 43 43 159 3 3 11 3 11 160 51 16 123 43 159
split_gain=815.175 382.871 199.094 66.9469 57.7727 44.8002 38.3791 37.0095 28.7131 60.6881 26.2634 65.1937 39.5116 11.8747 14.065 11.1379 9.9171 7.18317 2.21149
threshold=0.30112000000000005 0.080635000000000012 -0.26987499999999992 -0.073629999999999987 -0.078819999999999987 0.015110000000000002 -0.077944999999999987 0.075610000000000011 -0.10077999999999999 -0.071329999999999991 1.0000000180025095e-35 -0.11197999999999998 0.086080000000000018 -0.091944999999999985 0.012085000000000002 0.26799500000000004 0.086445000000000008 0.0045450000000000013 0.082200000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 16 8 -5 13 -1 -10 11 -4 -12 -8 -15 17 -3 -13 -2
right_child=18 4 3 6 -6 -7 7 -9 9 -11 12 15 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0041759833395387377 0.0019542147568121851 0.0048234167183046975 0.0064353657517966668 0.0058930619583670929 0.0027095562792079056 0.0076878358582488779 0.0082421152727945451 0.0092297571130540833 0.0078437753336708434 0.0048729815037071838 0.010605713717446967 0.0085064330110870556 0.0082401172134630336 0.0074809542038677323 0.0063912207580125151 0.0076571123227602567 0.0060539465025874397 0.0080108669119346131 0.001346257635111175
leaf_weight=52 57 66 85 66 53 57 61 58 52 79 56 919 76 211 73 92 55 158 53
leaf_count=52 57 66 85 66 53 57 61 58 52 79 56 919 76 211 73 92 55 158 53
internal_value=0 0.00761143 0.00786413 0.00810084 0.00456876 0.00603445 0.00740335 0.00765063 0.00551934 0.0060524 0.00833685 0.00824135 0.00924388 0.00738509 0.00720093 0.00837265 0.00538294 0.00843375 0.0016615
internal_weight=0 2269 2095 1855 174 240 469 403 183 131 1386 1254 132 345 284 1169 121 1077 110
internal_count=2379 2269 2095 1855 174 240 469 403 183 131 1386 1254 132 345 284 1169 121 1077 110
is_linear=0
shrinkage=0.00213444


Tree=631
num_leaves=17
num_cat=0
split_feature=1 49 131 49 1 12 49 40 12 41 48 52 1 1 52 12
split_gain=32.6742 19.1501 12.1832 11.6202 14.4231 10.3699 10.1809 9.97457 8.07437 7.63533 8.66227 8.67766 7.62732 11.4379 7.20261 0.41481
threshold=0.11530500000000002 -0.045299999999999993 0.093260000000000023 -0.088434999999999986 0.078340000000000007 -0.042789999999999988 -0.020999999999999994 -0.065969999999999987 -0.007389999999999999 0.07831500000000001 0.092475000000000016 -0.082354999999999984 0.085720000000000005 0.099515000000000006 -0.0042049999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3 12 -8 -9 10 11 -10 -5 -14 -12 -7
right_child=1 2 -4 6 -6 15 7 8 9 -11 14 -13 13 -15 -16 -17
leaf_value=0.0024887319726736991 -0.0016342574267519663 -0.00056526089193197841 0.003680884617092429 0.003109713531301404 0.0064313361353063991 0.0022701631769522449 0.0047274022857161802 0.00067698749830569856 0.0020464705654224856 0.0047352555202159231 0.0026841903773007388 0.0030376866753656102 -0.001218802469489039 0.0021030393151772091 0.00010515828780042443 0.0016190034798014069
leaf_weight=53 67 79 61 54 54 60 73 55 328 55 60 1138 52 70 65 55
leaf_count=53 67 79 61 54 54 60 73 55 328 55 60 1138 52 70 65 55
internal_value=0 0.000918131 0.00158898 0.00275657 0.00447899 0.000930925 0.00266203 0.00278418 0.00270075 0.00276834 0.00270031 0.00281595 0.00143045 0.000686703 0.00134355 0.00195924
internal_weight=0 322 255 2057 107 194 1950 1774 1701 1646 1591 1466 176 122 125 115
internal_count=2379 322 255 2057 107 194 1950 1774 1701 1646 1591 1466 176 122 125 115
is_linear=0
shrinkage=0.00536572


Tree=632
num_leaves=16
num_cat=0
split_feature=1 3 123 2 2 2 2 2 14 147 3 3 42 3 1
split_gain=1329.99 268.693 124.847 90.7787 86.8143 67.7209 84.6559 63.4389 44.3784 44.3075 23.2667 28.3295 24.701 17.4892 17.4042
threshold=0.10508500000000001 -0.058704999999999993 1.0000000180025095e-35 0.14307 0.11444000000000001 -1.0000000180025095e-35 0.10859000000000001 0.11585500000000001 0.062655000000000016 0.08598500000000002 -0.15680499999999997 -0.11756999999999999 0.090040000000000023 0.12745000000000004 0.11453000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 5 14 -3 -7 8 9 10 -1 -12 -13 -8 -2
right_child=1 3 -4 -5 -6 6 13 -9 -10 -11 11 12 -14 -15 -16
leaf_value=0.010340667850275237 0.0087933992421943951 0.0016391055992746369 0.0055918925838011691 0.00077129359627175912 0.0042967674805294617 0.0069988213281216016 0.0026383061636372309 0.0068863834998826234 0.010749498977869289 0.0067568794291034242 0.007044947007885086 0.0090111562835845354 0.0082691643446990877 0.004380942163666671 0.0069193567555694765
leaf_weight=57 58 69 77 82 60 53 75 103 67 62 53 1106 340 60 57
leaf_count=57 58 69 77 82 60 53 75 103 67 62 53 1106 340 60 57
internal_value=0 0.0042226 0.00858973 0.00297379 0.00664159 0.00367643 0.00442403 0.00871882 0.00883082 0.00875135 0.0088308 0.00877337 0.00883671 0.003413 0.00786475
internal_weight=0 514 1865 339 175 257 188 1788 1685 1618 1556 1499 1446 135 115
internal_count=2379 514 1865 339 175 257 188 1788 1685 1618 1556 1499 1446 135 115
is_linear=0
shrinkage=0.00240373


Tree=633
num_leaves=14
num_cat=0
split_feature=1 4 15 2 13 34 40 39 4 4 15 1 155
split_gain=27.4981 11.6541 16.2129 24.8322 13.3707 6.54716 11.0849 9.74994 11.8821 11.527 8.69534 9.57407 6.73911
threshold=0.11530500000000002 -0.031874999999999994 -0.41880499999999993 0.12399000000000002 -0.07965499999999999 -1.0000000180025095e-35 -0.081429999999999989 0.084155000000000021 -0.17689999999999997 -0.1075 -0.23071999999999995 0.10312500000000001 0.086015000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 -1 -7 8 12 -10 -11 -12 -8
right_child=1 2 3 -5 -6 6 7 -9 9 10 11 -13 -14
leaf_value=0.0047782099467998922 0.0034541812419679719 0.0041598740798645516 0.0016036502213323798 -0.0029588736247485284 8.8724289835016054e-05 0.0052341319929012659 0.0051901985591304546 0.00045620552955175434 0.00013394715205843161 0.0049169860246677617 0.0027096875299594436 0.00094086975542776938 0.002684671796068704
leaf_weight=53 52 56 79 82 53 57 97 67 63 56 1495 111 58
leaf_count=53 52 56 79 82 53 57 97 67 63 56 1495 111 58
internal_value=0 0.000936204 0.00045103 -0.000719735 0.00218089 0.0027618 0.00270844 0.00263447 0.00271206 0.00257356 0.002666 0.00258747 0.00425305
internal_weight=0 322 270 161 109 2057 2004 1947 1880 1725 1662 1606 155
internal_count=2379 322 270 161 109 2057 2004 1947 1880 1725 1662 1606 155
is_linear=0
shrinkage=0.00580803


Tree=634
num_leaves=25
num_cat=0
split_feature=1 3 4 4 1 47 1 14 12 1 15 4 3 12 16 160 15 3 43 3 15 15 15 16
split_gain=1427.74 304.659 147.476 124.195 89.4797 81.7988 90.3477 51.9983 54.7589 44.0139 40.141 29.662 29.4514 25.5792 19.7622 18.1052 13.383 10.9806 6.13493 7.1503 5.65832 4.27572 4.20922 3.10397
threshold=0.10312500000000001 -0.055389999999999988 0.30163500000000004 0.043850000000000007 0.083555000000000018 0.085505000000000012 0.11654500000000001 0.062655000000000016 0.081095000000000014 0.088595000000000021 -0.41309499999999993 -0.040489999999999991 0.0075150000000000008 0.091475000000000015 -0.36241499999999999 -0.082179999999999989 -0.029334999999999996 -0.073629999999999987 0.061400000000000003 -0.095469999999999985 -0.066639999999999991 -0.095804999999999987 0.090125000000000011 -0.050529999999999999
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 11 7 14 6 12 8 9 16 -8 -2 -3 18 -5 -15 -1 22 19 -10 -16 -21 -17 -19
right_child=1 5 -4 4 -6 -7 10 -9 13 -11 -12 -13 -14 15 20 17 -18 23 -20 21 -22 -23 -24 -25
leaf_value=0.022484874205529852 0.022429096292168646 0.015783554418087702 0.016901004791050011 0.021820526707023401 0.017586038436192546 0.018187522593172464 0.015472954914221132 0.023863681608913907 0.023008466820320012 0.019441458788287923 0.013160358342337959 0.020198702247759912 0.018122583843787114 0.020478540949422561 0.020713548072224915 0.022252934657143477 0.020883688270142337 0.02150812202956889 0.021528916886321164 0.021549772003034651 0.019718426954454544 0.022249367445873566 0.021680843328281994 0.020699926789563099
leaf_weight=52 53 52 68 74 57 80 88 67 65 89 74 81 65 75 80 141 62 52 68 53 52 628 147 56
leaf_count=52 53 52 68 74 57 80 88 67 65 89 74 81 65 75 80 141 62 52 68 53 52 628 147 56
internal_value=0 0.0174037 0.019674 0.0216203 0.0201507 0.0161262 0.015535 0.0218688 0.021779 0.0206618 0.0144167 0.0210811 0.0170832 0.0219554 0.0208602 0.0215252 0.0216143 0.0217233 0.0222043 0.0222659 0.0203217 0.022195 0.021961 0.0210893
internal_weight=0 561 202 1818 263 359 279 1555 1488 203 162 134 117 1285 206 471 114 396 814 746 132 681 288 108
internal_count=2379 561 202 1818 263 359 279 1555 1488 203 162 134 117 1285 206 471 114 396 814 746 132 681 288 108
is_linear=0
shrinkage=0.00231039


Tree=635
num_leaves=23
num_cat=0
split_feature=10 1 11 50 403 52 0 49 52 0 43 43 0 1454 3 43 16 484 0 42 42 1
split_gain=24.7372 11.4282 17.7808 13.4451 30.7779 13.0568 13.5043 13.8707 11.5226 7.95194 6.16786 17.017 7.67101 6.9002 4.95489 5.64797 4.90637 3.92055 4.16713 2.50829 2.01875 0.961666
threshold=-0.013164999999999998 0.07677500000000001 0.091795000000000015 0.083640000000000006 -0.011964999999999998 0.26746000000000009 -0.093659999999999979 -0.073054999999999981 -0.064819999999999989 -0.071339999999999987 -0.00045499999999999995 0.0049250000000000014 -0.095104999999999981 0.081220000000000014 -0.052614999999999995 -0.15429499999999996 -0.084499999999999978 0.091180000000000011 -0.063519999999999979 0.097180000000000016 -0.042074999999999994 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 -3 6 7 -6 -8 16 13 -12 -13 14 15 -2 -5 18 -17 20 -14 -18
right_child=1 2 -4 9 5 -7 8 -9 -10 -11 11 12 19 -15 -16 17 21 -19 -20 -21 -22 -23
leaf_value=-0.00018433023306020456 0.0018769359195439988 -0.0019771860843728565 0.0052301194518787758 0.003850368542778424 0.0037674138239400996 -0.00054480093232810623 0.0022246172795541723 0.00077255217212502736 0.0043111680114073323 0.0049051748313544835 -0.00041302940762411977 0.0048104374078855256 0.0026471847693588799 0.0014772335312495672 0.0050055336193403823 0.0032210793536360163 0.0017056895370422408 0.0048203423250141701 0.0048221752406620725 0.0034289375610830146 0.0012024788884265653 0.0026023100592795314
leaf_weight=91 74 61 59 71 59 52 199 216 132 61 53 55 66 58 56 623 83 59 53 55 52 64
leaf_count=91 74 61 59 71 59 52 199 216 132 61 53 55 66 58 56 623 83 59 53 55 52 64
internal_value=0 0.00272546 0.00230996 0.00213726 0.00174137 0.00208618 0.00231204 0.0014153 0.00305689 0.0031573 0.00309018 0.00237948 0.00302888 0.00330648 0.00342907 0.00331987 0.00266795 0.00346507 0.0033467 0.00246215 0.00201103 0.00209645
internal_weight=0 2261 1057 998 719 658 606 275 331 279 1204 281 228 923 865 809 218 735 676 173 118 147
internal_count=2352 2261 1057 998 719 658 606 275 331 279 1204 281 228 923 865 809 218 735 676 173 118 147
is_linear=0
shrinkage=0.00547303


Tree=636
num_leaves=14
num_cat=0
split_feature=1 151 15 47 13 151 151 1429 156 150 13 16 15
split_gain=14.8052 13.4858 12.4513 15.2427 10.4303 9.93219 9.86123 9.77103 14.3865 13.1686 11.4126 6.81474 5.08995
threshold=0.11695500000000002 -0.094179999999999986 -0.46503999999999995 0.10621500000000002 -0.16392499999999996 -0.086654999999999982 -0.08341999999999998 0.084770000000000012 0.079145000000000007 0.09487000000000001 -0.097519999999999982 -0.034109999999999994 -0.035449999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -2 11 -3 -6 -7 9 -9 10 -8 -4 -1
right_child=2 4 3 -5 5 6 7 8 -10 -11 -12 -13 -14
leaf_value=0.0059037490549922588 0.0035530800587824075 -0.00016191423847117874 0.00056234579295815477 0.00290416362213164 0.00024291941074797082 0.0051517741908285297 0.0051238092006408017 0.0030383926584230279 -0.0015734602910925848 0.0002020316012743216 0.0027536766469811332 -0.0020342092218605481 0.0033101131794970166
leaf_weight=66 69 54 93 73 66 64 85 55 52 76 1474 70 55
leaf_count=66 69 54 93 73 66 64 85 55 52 76 1474 70 55
internal_value=0 0.00268888 0.00120373 0.000516557 0.0025609 0.00263948 0.00272702 0.0026379 0.000796491 0.00275837 0.00288294 -0.000552327 0.00472538
internal_weight=0 2047 305 236 1926 1872 1806 1742 107 1635 1559 163 121
internal_count=2352 2047 305 236 1926 1872 1806 1742 107 1635 1559 163 121
is_linear=0
shrinkage=0.00628679


Tree=637
num_leaves=15
num_cat=0
split_feature=2 39 42 151 4 4 49 1 160 158 51 475 2 128
split_gain=13.491 12.7669 7.73544 5.98024 6.63825 19.7618 18.2174 9.24273 15.956 7.12748 6.45512 4.31561 2.88722 0.541623
threshold=0.17576500000000003 0.10076500000000001 -0.093464999999999979 -0.27336999999999995 -0.033449999999999987 -0.017574999999999997 -0.0082999999999999984 0.07677500000000001 0.059580000000000008 0.08962500000000001 -0.055564999999999996 -0.080769999999999995 0.094305000000000014 0.086435000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 6 -6 -5 11 -9 10 -8 -7 13 -1
right_child=-2 -3 3 4 5 7 9 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0027413274020233547 -0.0010403553341353472 -0.00022017306570781012 0.0044079673905468818 0.0059111638938416878 -0.0014972787882551329 0.0042630222779710056 0.00065858608995801658 0.0020003980942897583 -0.0010173572374414781 0.0044110104497074249 0.0023612774025728546 0.0024661393258757591 0.0049283165076790736 0.0036014282869724881
leaf_weight=76 55 87 52 64 73 69 109 404 92 64 762 338 52 55
leaf_count=76 55 87 52 64 73 69 109 404 92 64 762 338 52 55
internal_value=0 0.00223679 0.00233354 0.00221718 0.00215947 0.00177558 0.00253444 0.00204024 0.00144051 0.00230323 0.00214828 0.00277094 0.00362203 0.00310297
internal_weight=0 2297 2210 2027 1975 976 999 903 496 935 871 407 183 131
internal_count=2352 2297 2210 2027 1975 976 999 903 496 935 871 407 183 131
is_linear=0
shrinkage=0.00654078


Tree=638
num_leaves=20
num_cat=0
split_feature=31 2 1203 1453 150 49 160 160 13 1212 0 13 12 481 2 42 42 12 16
split_gain=11.71 9.45726 12.8834 12.8496 11.1479 12.7623 10.2686 13.4865 8.4559 8.35459 7.80277 10.1943 10.4537 7.38711 4.95802 4.66656 5.8769 3.51602 1.97642
threshold=-0.018414999999999997 0.08647500000000001 0.084690000000000015 -1.0000000180025095e-35 0.083825000000000011 -0.008624999999999999 0.0047600000000000012 0.11405000000000001 -0.004004999999999999 0.09198000000000002 -0.15202999999999997 -0.10899499999999999 -0.024179999999999997 -0.052634999999999994 0.11366500000000002 0.088655000000000025 0.085790000000000019 0.084055000000000005 -0.031434999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 -2 5 -5 10 8 17 15 14 -12 -13 -14 -3 16 -7 -8 -17
right_child=1 2 -4 4 -6 9 7 -9 -10 -11 11 12 13 -15 -16 18 -18 -19 -20
leaf_value=-0.00085159140787798211 -0.00058221613820781117 -0.0013274680328209444 -0.0015042836179897962 0.0052564853995365106 -0.00016043246179177115 0.002564253596142116 0.0036292257039833506 0.00065897579604802872 0.0052629991133498321 0.0003423632240395799 -0.00034539104153208177 -0.00038235775642211532 -0.0002522485574742709 0.0020213871999540927 0.0010622109285132954 0.001272548648668144 0.0043962195206021714 0.0015864050351146663 0.0024421643709352978
leaf_weight=65 56 63 52 56 58 393 56 90 61 68 102 81 54 695 59 117 73 63 90
leaf_count=65 56 63 52 56 58 393 56 90 61 68 102 81 54 695 59 117 73 63 90
internal_value=0 0.00169774 0.00138764 0.00216606 0.00234614 0.00252863 0.00150127 0.0025323 0.00346861 0.00232239 0.00123709 0.00142152 0.00163873 0.00185738 -0.000171285 0.00252236 0.00285137 0.00254826 0.00178138
internal_weight=0 2287 1376 911 855 797 1324 270 180 741 1054 932 830 749 122 673 466 119 207
internal_count=2352 2287 1376 911 855 797 1324 270 180 741 1054 932 830 749 122 673 466 119 207
is_linear=0
shrinkage=0.00592419


Tree=639
num_leaves=12
num_cat=0
split_feature=10 39 14 3 49 3 3 49 49 148 51
split_gain=11.6453 13.0488 9.05785 11.812 16.5767 23.1933 11.2291 8.44006 13.7929 9.3556 6.41442
threshold=-0.089679999999999982 0.10076500000000001 -1.0000000180025095e-35 0.091170000000000015 -0.028439999999999997 0.14363500000000004 -0.0035149999999999995 -0.06017999999999999 -0.088434999999999986 -0.0084749999999999982 0.11178000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 7 8 -4 -9 -11
right_child=1 -3 3 4 5 -7 -8 9 -10 10 -12
leaf_value=-0.0010804379533287055 0.0032558024216696839 -0.00083849178279256256 0.0017134142104447462 0.0021836004423549018 -0.0033888284409319016 0.0016900357707327013 0.0035753032022257636 0.0040010659030986738 -0.0018717342008402627 0.0016147671497601819 9.2106697889826538e-05
leaf_weight=67 100 86 86 82 74 55 94 55 67 1482 104
leaf_count=67 100 86 86 82 74 55 94 55 67 1482 104
internal_value=0 0.00142482 0.00151336 0.00143032 0.000100635 -0.00122293 0.00157889 0.00147425 0.000143034 0.00159832 0.00151496
internal_weight=0 2285 2199 2099 211 129 1888 1794 153 1641 1586
internal_count=2352 2285 2199 2099 211 129 1888 1794 153 1641 1586
is_linear=0
shrinkage=0.00592419


Tree=640
num_leaves=23
num_cat=0
split_feature=1 52 1 12 123 2 52 52 1 11 0 2 15 0 4 0 4 2 4 43 2 3
split_gain=990.071 191.174 118.154 108.641 67.427 39.8701 39.0074 29.5668 62.5669 23.7349 23.4308 20.4195 19.6252 15.3755 12.8306 23.8368 8.80957 5.08386 8.57261 8.7295 7.77345 4.5721
threshold=0.10384000000000002 -0.41304999999999997 0.13630500000000004 0.088105000000000003 1.0000000180025095e-35 0.090000000000000011 -0.063789999999999986 -0.53454499999999994 0.089710000000000026 1.0000000180025095e-35 0.04939000000000001 0.11556500000000001 -0.41309499999999993 -0.075914999999999996 0.049545000000000006 -0.088099999999999984 0.10597500000000001 0.087830000000000005 -0.0062699999999999987 -0.0019149999999999998 0.080060000000000006 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 9 -3 -7 10 13 14 -8 -4 17 15 -9 -16 18 20 -20 -1 -19
right_child=1 2 12 -5 -6 7 11 8 -10 -11 -12 -13 -14 -15 16 -17 -18 21 19 -21 -22 -23
leaf_value=0.0073132104969308746 0.0075402790521803612 0.0025485737316334927 0.002900529417991344 0.0062078843655317632 0.0053296156552513838 0.0082916821144039237 0.0050126623225925752 0.0087108976752199585 0.0048221829180559285 0.009019949335853733 0.0058317709285011805 0.003542402937040987 0.0012650042768086402 0.0067898560236168701 0.0062612433598686484 0.0072227361966766511 0.0072667284299011026 0.0077729021084856423 0.0078065636186036621 0.0088347649605936933 0.0078113030891348032 0.0070773088880087803
leaf_weight=204 62 91 56 94 68 71 75 53 56 52 56 85 69 91 81 319 68 67 94 56 384 102
leaf_count=204 62 91 56 94 68 71 75 53 56 52 56 85 69 91 81 319 68 67 94 56 384 102
internal_value=0 0.00415387 0.00370711 0.00432632 0.00733517 0.00741291 0.00362159 0.00703479 0.00689378 0.00766642 0.00709479 0.00423172 0.00199789 0.00759587 0.00723051 0.00743482 0.00672027 0.00767671 0.00775077 0.00819057 0.00763853 0.00735321
internal_weight=0 532 470 345 1822 1754 251 704 633 1050 577 160 125 998 521 372 149 907 738 150 588 169
internal_count=2354 532 470 345 1822 1754 251 704 633 1050 577 160 125 998 521 372 149 907 738 150 588 169
is_linear=0
shrinkage=0.00205156


Tree=641
num_leaves=20
num_cat=0
split_feature=4 1 12 14 1 12 43 376 13 16 12 1 4 4 16 51 133 1446 39
split_gain=1424.34 370.24 181.201 59.3767 59.0587 55.385 70.7002 53.6516 50.4986 50.2488 33.7506 33.3696 19.666 13.3319 13.8454 10.9647 9.37173 7.38554 6.68487
threshold=0.30163500000000004 0.10124500000000002 0.085090000000000013 0.062655000000000016 0.13075500000000004 0.054520000000000006 -0.073404999999999984 0.048375000000000008 -0.0024349999999999992 -0.038799999999999994 0.11721500000000001 0.11726500000000001 0.45363500000000007 0.036620000000000007 -0.12029499999999999 0.0089800000000000019 0.078935000000000019 0.037915000000000011 0.089535000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 12 6 -1 8 -3 -8 13 -4 -2 15 -15 17 -17 -7 -6
right_child=4 2 11 -5 18 10 9 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20
leaf_value=0.016444256419678203 0.014091861366835457 0.015453674920463319 0.019614643221944072 0.021439013583430238 0.012322367321166551 0.019738287854798822 0.017777670966269046 0.014206792724246993 0.017931284657587233 0.020107684598336357 0.018095774366166564 0.017641752442297546 0.015660981399654151 0.019675869076828806 0.018375109358915891 0.018854708929278704 0.019898990001224262 0.020273091900404945 0.013345435712709441
leaf_weight=54 72 76 97 66 58 986 66 56 64 96 61 58 64 73 67 105 57 126 52
leaf_count=54 72 76 97 66 58 986 66 56 64 96 61 58 64 73 67 105 57 126 52
internal_value=0 0.0191424 0.0172182 0.0195268 0.0139254 0.0194521 0.0184801 0.0159067 0.0165865 0.0191586 0.0195944 0.0188765 0.0148304 0.0196591 0.0190535 0.0197256 0.0192223 0.0197989 0.0128062
internal_weight=0 2108 351 1757 246 1691 216 196 140 162 1475 155 136 1414 140 1274 162 1112 110
internal_count=2354 2108 351 1757 246 1691 216 196 140 162 1475 155 136 1414 140 1274 162 1112 110
is_linear=0
shrinkage=0.00205156


Tree=642
num_leaves=18
num_cat=0
split_feature=43 0 49 0 11 0 0 15 15 16 0 49 0 15 15 16 15
split_gain=12.7594 17.4346 12.4957 8.7804 10.504 12.5894 15.9766 19.8326 16.7877 7.90097 9.87165 6.68082 5.87023 5.22499 2.39449 2.74341 1.95563
threshold=0.085460000000000022 -0.10264999999999998 0.14255500000000002 0.12474500000000001 0.088215000000000002 -0.10264999999999998 -0.14216999999999999 0.0056700000000000006 -0.083029999999999979 0.21684500000000004 -0.037224999999999994 -1.0000000180025095e-35 -0.032619999999999989 0.11754500000000001 0.08844500000000001 -0.065564999999999984 -0.075694999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 11 -8 10 13 -1 16 -7 15 -3 -11
right_child=1 14 -4 -5 -6 9 8 -9 -10 12 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00010920414647433518 0.0069916119540607896 0.0042192263001418415 -0.00027716830007238339 -0.00013095647735397259 0.005097966424088959 0.002532164692308614 0.0015617811239895833 0.0056263449378811739 -0.0032996863512181002 0.0031665008794006838 0.0046601551185933652 0.0026479205798479845 -1.8013435524742422e-05 0.0044058353809980876 0.0018004678179124091 0.0023994453924798716 0.0017209908627578306
leaf_weight=97 53 70 73 54 57 1188 61 52 52 53 102 71 68 62 55 62 124
leaf_count=97 53 70 73 54 57 1188 61 52 52 53 102 71 68 62 55 62 124
internal_value=0 0.00380789 0.00227776 0.00236917 0.00243715 0.00235853 0.0012462 0.00223318 -0.00067476 0.00259043 0.00277873 0.00118251 0.00155103 0.00262515 0.00290519 0.00336499 0.00215421
internal_weight=0 240 2114 2041 1987 1930 333 220 113 1597 1352 168 245 1250 187 132 177
internal_count=2354 240 2114 2041 1987 1930 333 220 113 1597 1352 168 245 1250 187 132 177
is_linear=0
shrinkage=0.00628679


Tree=643
num_leaves=10
num_cat=0
split_feature=3 3 3 3 15 15 0 11 3
split_gain=14.4748 12.2064 12.4132 10.3491 17.3451 18.6908 13.6232 19.1613 9.68796
threshold=0.31343500000000007 0.12745000000000004 0.10812000000000001 -0.23303499999999996 -0.40312499999999996 -0.4666249999999999 0.062580000000000011 0.080455000000000013 -0.10468499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -6
right_child=-2 -3 -4 4 6 -7 -8 -9 -10
leaf_value=0.0036249145885824735 -0.00049627067869611519 0.0040943842503289342 -0.00077086426463910296 0.0018594727308052833 0.00031856923096355275 -0.002612688741190047 -0.00083121669450241257 0.0050264885477292612 0.0019601681323795847
leaf_weight=93 82 70 56 57 115 55 54 59 1713
leaf_count=93 82 70 56 57 115 55 54 59 1713
internal_value=0 0.00184377 0.0017722 0.00183859 0.00175764 -0.000336156 0.00187848 0.00195606 0.00185693
internal_weight=0 2272 2202 2146 2053 112 1941 1887 1828
internal_count=2354 2272 2202 2146 2053 112 1941 1887 1828
is_linear=0
shrinkage=0.00547303


Tree=644
num_leaves=24
num_cat=0
split_feature=1 3 2 2 2 2 2 1 15 0 0 48 12 156 13 43 132 43 3 133 15 15 12
split_gain=812.133 171.818 95.543 78.7568 62.6217 42.1375 37.6158 43.9393 18.1496 17.8881 17.3943 17.1747 11.9148 7.09218 7.67958 10.4847 5.68097 8.58576 6.23172 4.02368 3.88685 6.44242 3.75398
threshold=0.10124500000000002 -0.052614999999999995 0.11444000000000001 0.13880500000000004 -0.0050599999999999994 0.106285 0.090000000000000011 0.089710000000000026 -0.037184999999999996 -0.14822499999999997 0.04939000000000001 0.082225000000000006 1.0000000180025095e-35 0.083125000000000018 -0.079149999999999984 -0.080819999999999989 0.0038750000000000004 -0.11990999999999997 -0.093979999999999994 0.0061750000000000008 0.041820000000000003 -0.069404999999999981 0.09525500000000002
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 8 4 -3 -6 9 10 -2 -1 13 -7 -11 14 15 -8 17 -14 -19 -20 21 -16 -22
right_child=1 3 -4 -5 5 11 7 -9 -10 12 -12 -13 16 -15 20 -17 -18 18 19 -21 22 -23 -24
leaf_value=0.0084882541678598863 0.0060261570908995213 0.002207900651216046 0.0033756142701377597 0.0014955562046467658 0.0059560639187385186 0.0031387086465343049 0.0081373096417941323 0.0052340990768353704 0.007541995682793126 0.0063516080927298263 0.0058394103626668945 0.0046432472525217532 0.0065837541383678569 0.0077602120694482534 0.0069015296388336405 0.0069654151279237575 0.007984323804253032 0.0081213180649663905 0.0074842307980690541 0.0071493286065104729 0.0075061040147942053 0.006067551615675815 0.0068084698540192903
leaf_weight=69 91 79 58 87 64 78 57 79 64 55 60 67 65 64 121 101 73 55 456 279 58 70 104
leaf_count=69 91 79 58 87 64 78 57 79 64 55 60 67 65 64 121 101 73 55 456 279 58 70 104
internal_value=0 0.0041984 0.00576009 0.00331129 0.00385972 0.00448398 0.00715256 0.0067665 0.0066522 0.00741455 0.00695711 0.00383407 0.00733916 0.0070737 0.00698767 0.00738833 0.00739767 0.00734755 0.00741037 0.00735714 0.00680827 0.00659601 0.00705838
internal_weight=0 588 213 375 288 209 1766 714 155 1052 635 145 983 575 511 158 928 855 790 735 353 191 162
internal_count=2354 588 213 375 288 209 1766 714 155 1052 635 145 983 575 511 158 928 855 790 735 353 191 162
is_linear=0
shrinkage=0.00217713


Tree=645
num_leaves=16
num_cat=0
split_feature=3 13 97 4 3 480 3 13 4 1 12 12 4 4 12
split_gain=14.5267 28.5743 11.6473 8.28008 9.80695 8.51412 8.13914 18.8721 6.054 5.28179 15.785 9.93912 2.80987 2.43769 2.32987
threshold=0.11745500000000002 -0.39067499999999994 -0.0047149999999999996 0.51136500000000018 -0.0035149999999999995 -0.020629999999999999 -0.14443999999999999 0.084330000000000016 -0.47860499999999995 0.094335000000000016 0.088125000000000023 0.078515000000000015 -0.00027999999999999998 0.076415000000000025 -0.036614999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 -1 4 5 -4 7 -7 -9 11 -11 -8 -6 -14 -2
right_child=1 -3 3 -5 12 6 9 8 -10 10 -12 -13 13 -15 -16
leaf_value=-0.00068457378608991599 0.0032491487157952303 -0.0024769129592810547 -1.598142737077288e-05 -5.0827160546456432e-05 0.0042355437281858966 0.0055289875572508218 0.0045117072124813973 0.0030693556708084211 0.0001659230331411878 -0.00080147787371225054 0.002339554536954344 0.0020152181656127467 0.0019058395807587645 0.0037005012405203178 0.0014370643157074682
leaf_weight=56 52 79 71 63 90 80 61 53 52 93 157 1304 56 55 52
leaf_count=56 52 79 71 63 90 80 61 53 52 93 157 1304 56 55 52
internal_value=0 0.000262333 0.00203491 0.00210627 0.00217189 0.00203555 0.00211651 0.00331758 0.00163208 0.00197888 0.00117083 0.00212683 0.00344071 0.00279567 0.00234373
internal_weight=0 183 2191 2135 2072 1871 1800 185 105 1615 250 1365 201 111 104
internal_count=2374 183 2191 2135 2072 1871 1800 185 105 1615 250 1365 201 111 104
is_linear=0
shrinkage=0.00604267


Tree=646
num_leaves=20
num_cat=0
split_feature=2 11 131 1 132 4 15 2 1 133 16 2 43 49 39 16 0 4 1212
split_gain=12.151 12.7063 12.5958 16.8672 20.3872 22.0248 17.8294 10.6757 9.13281 11.1857 11.0392 8.58835 7.89739 6.32206 13.0858 4.56329 11.7154 3.3384 3.15444
threshold=0.09580000000000001 0.077290000000000011 0.095715000000000008 0.13891000000000003 0.089365000000000014 -0.013929999999999998 -0.032704999999999991 0.10584500000000001 0.091900000000000023 0.076280000000000014 0.58936500000000003 -0.087244999999999975 -0.080819999999999989 -0.098534999999999998 0.082810000000000009 -0.097499999999999989 -0.10946999999999998 0.06301000000000001 0.091315000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 8 7 -7 9 -2 -10 -1 -9 -13 15 17 -17 -15 -18
right_child=2 -3 -4 -5 -6 6 -8 12 10 -11 -12 13 -14 14 -16 16 18 -19 -20
leaf_value=-0.00054303571717007016 0.00026097789208031106 0.0042947118688267749 0.0036853489492655739 -0.0022537604812574411 -0.0024267862698710485 -0.0007268808848363567 -0.0027843239831673223 0.0034823418615900388 0.0052482094287191177 0.0034380128089735169 0.0017578556573140895 -0.00017242215232100481 0.00095659320524184852 0.0033316444567020455 0.0041068154104445228 -0.0010945880021726194 0.00183304626033359 0.0016166459917440609 0.00079845475035675545
leaf_weight=55 90 67 53 58 54 98 52 55 69 64 55 53 174 96 83 52 971 64 111
leaf_count=55 90 67 53 58 54 98 52 55 69 64 55 53 174 96 83 52 971 64 111
internal_value=0 0.00181999 0.000946435 0.000757586 0.00100332 0.00128535 0.000374393 0.000876886 0.00252703 0.00158171 0.00370057 0.0017083 0.00156348 0.00179493 0.0018707 0.00172722 0.00159753 0.00264603 0.00172697
internal_weight=0 1552 822 769 711 657 379 327 278 154 124 1485 229 1430 1377 1294 1134 160 1082
internal_count=2374 1552 822 769 711 657 379 327 278 154 124 1485 229 1430 1377 1294 1134 160 1082
is_linear=0
shrinkage=0.00580803


Tree=647
num_leaves=12
num_cat=0
split_feature=1375 14 51 43 0 4 0 1 4 4 1
split_gain=12.3941 12.665 8.6525 10.3951 14.089 10.4512 16.625 11.3377 10.3757 5.31408 4.62915
threshold=-0.14438999999999999 0.018475000000000002 -0.22361999999999996 -0.17922499999999997 -0.074204999999999979 -0.49269499999999994 0.024745000000000003 0.14068500000000003 0.032965000000000001 0.043850000000000007 0.093785000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 10 7 8 -7 -2 -5
right_child=1 -3 3 5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0018829640266866331 0.0050640270901118238 0.0043681966612387334 0.0014973138113606223 0.0052320324519463581 -0.003464857397495903 0.0017700780493394345 -0.0017155579539318577 0.0047701846066065014 0.00042650727135373735 0.0021576938722171909 0.0023326299688737661
leaf_weight=53 54 86 70 53 52 1332 84 56 387 84 63
leaf_count=53 54 86 70 53 52 1332 84 56 387 84 63
internal_value=0 0.00164823 0.00154354 0.00142821 -0.000617078 0.00155459 0.00142329 0.00157188 0.00146764 0.00329551 0.00365802
internal_weight=0 2321 2235 2097 122 1975 1859 1775 1719 138 116
internal_count=2374 2321 2235 2097 122 1975 1859 1775 1719 138 116
is_linear=0
shrinkage=0.00722155


Tree=648
num_leaves=23
num_cat=0
split_feature=1 3 1 150 14 2 2 2 3 3 2 2 1 42 42 42 484 50 484 475 3 16
split_gain=1167.43 220.025 78.997 139.641 74.3473 73.0949 66.0246 61.1337 43.7589 38.3376 30.415 29.9732 12.6275 10.1844 9.85162 9.15079 7.34644 6.52241 4.73186 4.48178 3.63708 2.58584
threshold=0.10752500000000002 -0.052614999999999995 0.093575000000000019 1.0000000180025095e-35 0.062655000000000016 0.13880500000000004 -1.0000000180025095e-35 0.11543000000000002 -0.12077499999999998 -0.041784999999999996 0.088820000000000024 0.114805 0.14262000000000002 0.10017000000000002 0.080060000000000006 -0.0015249999999999999 0.090255000000000016 0.10732000000000001 0.068975000000000009 -0.0056899999999999997 -0.10032499999999998 -0.065564999999999984
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 7 4 9 8 6 -3 -2 -1 20 16 -8 -7 14 15 -12 17 18 -10 -16 -4 -15
right_child=1 5 3 -5 -6 12 11 -9 10 -11 13 -13 -14 21 19 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0054571174971842365 0.0065758416947076818 0.0010400905928297285 0.007777024965523553 0.0032540387509004585 0.0094799069597260519 0.0013274968446661609 0.0048193411958447323 0.0036316182038958135 0.0074775942447325152 0.0053818126141518281 0.0068372309780061506 0.0027931929916668041 -0.00018223482430956655 0.0065015709926597503 0.0077998067875375389 0.0058774491399705073 0.008201590506014076 0.0066331021208107807 0.0068121431243618894 0.0070877739028584429 0.0070869786034759366 0.0058490632701824388
leaf_weight=78 81 68 60 71 62 53 60 57 630 67 260 82 52 68 54 58 54 54 56 201 96 52
leaf_count=78 81 68 60 71 62 53 60 57 630 67 260 82 52 68 54 58 54 54 56 201 96 52
internal_value=0 0.00306744 0.00695286 0.00591381 0.00714061 0.00206304 0.00280464 0.00535992 0.00704792 0.00676054 0.00713134 0.00364948 0.000579599 0.00679766 0.0069188 0.00666225 0.00742255 0.00736567 0.00742331 0.00723865 0.00735253 0.00621901
internal_weight=0 453 1921 294 1627 315 210 138 1565 223 1487 142 105 693 573 318 794 740 686 255 156 120
internal_count=2374 453 1921 294 1627 315 210 138 1565 223 1487 142 105 693 573 318 794 740 686 255 156 120
is_linear=0
shrinkage=0.00217713


Tree=649
num_leaves=22
num_cat=0
split_feature=1 2 15 2 14 1 49 2 2 2 158 157 15 15 4 48 4 15 133 133 481
split_gain=1056.09 171.859 116.095 75.831 65.731 51.2903 48.1613 30.375 25.0958 16.9831 14.5975 14.2502 11.4603 20.1759 11.1886 11.4746 18.3156 8.7842 5.55298 3.33957 1.58178
threshold=0.10752500000000002 0.13775000000000001 -0.084629999999999997 0.095935000000000006 0.062655000000000016 0.12895500000000001 -0.046739999999999997 0.11197500000000002 -0.0091949999999999983 0.16730000000000003 0.08673500000000002 0.0029950000000000007 0.022565000000000005 -0.025694999999999999 0.032965000000000001 0.091545000000000015 -0.08916499999999998 -0.22805999999999996 0.085835000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35
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 5 4 8 17 -5 -4 -1 -3 14 12 13 18 15 16 -10 -2 19 -8 -12
right_child=1 9 7 6 -6 -7 11 -9 10 -11 20 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0063430924269403293 0.0049280857974128341 0.0022992893279911216 0.0068980939270779857 0.0051108399964590739 0.010328722272222266 0.0017065953190281567 0.0070873130837225068 0.0048009825563255009 0.0090006126533486511 0.00062308457530490234 0.0089850095203105051 0.008100034600514016 0.0076874440586352025 0.0058305071627010943 0.0070080273085734125 0.0070538726854652983 0.0078689417766888772 0.0036674721551712519 0.0067419240332991922 0.0078548778339025734 0.0084252731964410306
leaf_weight=55 58 73 97 65 57 59 57 56 80 54 54 75 99 81 79 78 932 56 92 62 55
leaf_count=55 58 73 97 65 57 59 57 56 80 54 54 75 99 81 79 78 932 56 92 62 55
internal_value=0 0.00382231 0.00469314 0.00766712 0.00794539 0.00342165 0.00693864 0.00613068 0.00784346 0.00158676 0.00790801 0.00719354 0.00701959 0.00679308 0.00783389 0.00789372 0.00795843 0.00430905 0.00716249 0.00748742 0.0087028
internal_weight=0 453 326 1921 1390 173 531 153 1333 127 1278 466 391 292 1169 1090 1012 114 211 119 109
internal_count=2374 453 326 1921 1390 173 531 153 1333 127 1278 466 391 292 1169 1090 1012 114 211 119 109
is_linear=0
shrinkage=0.00226508


Tree=650
num_leaves=27
num_cat=0
split_feature=1 12 2 14 4 2 1 1 4 0 2 0 12 12 42 2 0 4 2 1 12 43 43 43 0 12
split_gain=1215.89 198.894 147.126 83.3697 69.7362 58.8921 41.2001 38.3344 28.6673 28.3342 26.9254 22.3549 17.1638 15.6384 15.6001 12.0324 8.46177 7.37349 7.00783 12.0779 6.26762 6.24701 5.23125 5.28054 3.68924 2.04089
threshold=0.10312500000000001 0.086085000000000009 0.11500500000000001 0.062655000000000016 -0.064209999999999989 0.092235000000000025 0.12337000000000002 0.089710000000000026 0.032965000000000001 -0.054759999999999996 -1.0000000180025095e-35 0.048285000000000008 0.088055000000000008 0.10488500000000002 0.08648500000000002 0.090000000000000011 -0.077584999999999987 0.020345000000000005 0.078405000000000016 0.088485000000000022 0.079570000000000016 -0.073404999999999984 -0.018199999999999997 0.0054600000000000004 -0.080034999999999981 0.088005000000000014
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=3 4 13 5 -2 10 8 11 -6 -8 -1 12 -7 -3 15 18 22 24 19 -12 -20 -19 25 -24 -14 -16
right_child=1 2 -4 -5 6 7 9 -9 -10 -11 14 -13 17 -15 16 -17 -18 21 20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0069379215237293772 0.0058011594332975135 0.0082075945610785971 0.0026794272342322996 0.011368557439428257 0.0022234104351454343 0.0091605928987766542 0.0024538030474894929 0.0061111348803212315 0.0044034220826417673 0.00012368864943783784 0.0076676073662825875 0.0064004260161971494 0.0087454323010924852 0.0064573368313924889 0.0078919866238257568 0.0079569953202919125 0.0076639749764779337 0.0079821965880854419 0.010078931407661983 0.0092385024771906889 0.009174625830742791 0.0067658905487331415 0.0092957545975604176 0.008279327178281554 0.0079921950890737437 0.0084916664708602728
leaf_weight=53 52 93 55 63 67 91 98 83 95 52 53 52 56 52 60 62 82 55 57 81 442 56 96 52 187 105
leaf_count=53 52 93 55 63 67 91 98 83 95 52 53 52 56 52 60 62 82 55 57 81 442 56 96 52 187 105
internal_value=0 0.00418884 0.00623255 0.00848516 0.00306584 0.00837972 0.00260987 0.00771727 0.00350198 0.00164621 0.00871584 0.00798545 0.0081706 0.0075801 0.00880227 0.00903285 0.0083965 0.00791604 0.00913818 0.00861738 0.00927798 0.00736881 0.00858832 0.00893882 0.00816589 0.00827377
internal_weight=0 564 200 1786 364 1723 312 580 162 150 1143 497 445 145 1090 695 395 354 633 134 499 111 313 148 243 165
internal_count=2350 564 200 1786 364 1723 312 580 162 150 1143 497 445 145 1090 695 395 354 633 134 499 111 313 148 243 165
is_linear=0
shrinkage=0.00255085


Tree=651
num_leaves=11
num_cat=0
split_feature=9 1 12 11 49 1 1 12 51 157
split_gain=19.6684 11.3552 7.06527 9.21644 10.882 9.3464 11.5662 12.8814 5.39578 3.5504
threshold=-1.0000000180025095e-35 0.14262000000000002 0.11999500000000002 0.093970000000000012 -0.15302999999999997 0.089625000000000024 0.13148500000000005 0.088005000000000014 0.11178000000000002 -0.082134999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 7 -7 9 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0011183389627425215 0.0040501943905023293 -0.00043008117393132953 0.0032568087131197043 -0.00050177148514197014 0.0028453546919545553 0.00013293220139249561 0.0033215461169101151 0.0016825700763122967 0.00050188660072300346 0.0018942738350002069
leaf_weight=73 54 70 80 53 120 294 61 300 72 1173
leaf_count=73 54 70 80 53 120 294 61 300 72 1173
internal_value=0 0.00165519 0.00172135 0.00166358 0.00171894 0.00165659 0.00113982 0.000915672 0.00190452 0.00198258
internal_weight=0 2277 2207 2127 2074 2020 655 594 1365 1293
internal_count=2350 2277 2207 2127 2074 2020 655 594 1365 1293
is_linear=0
shrinkage=0.00526051


Tree=652
num_leaves=27
num_cat=0
split_feature=4 12 150 2 0 4 4 150 14 12 16 4 0 4 2 157 4 0 52 0 52 42 157 12 4 16
split_gain=1123.64 359.684 193.951 98.9519 93.1489 89.6569 136.914 59.964 61.5812 53.5684 39.1025 34.7985 20.8777 19.093 13.4221 12.8671 15.0415 12.1724 10.8708 8.56609 17.8034 7.49445 7.1186 4.39767 3.11556 1.48334
threshold=0.30163500000000004 0.077755000000000005 0.091105000000000005 0.12358500000000001 -0.15061499999999997 -0.17689999999999997 -0.0047649999999999993 0.081245000000000026 -0.41790499999999997 0.090255000000000016 -0.4582 0.029980000000000003 -0.081224999999999978 0.059230000000000012 0.088820000000000024 -0.0091799999999999989 -0.010419999999999997 -0.097414999999999988 0.0085900000000000021 -0.064539999999999986 -0.53283999999999987 0.08733500000000001 -0.077849999999999989 0.09697500000000002 -0.040489999999999991 -0.015159999999999998
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 2 4 9 -1 -6 -7 8 -2 14 -10 12 18 -8 17 -16 -17 -3 -11 24 -21 22 -19 -13 -14 -23
right_child=7 3 -4 -5 5 6 13 -9 10 11 -12 23 19 -15 15 16 -18 21 -20 20 -22 25 -24 -25 -26 -27
leaf_value=0.0088209722243867989 0.004593071520067128 0.0099029009346256018 0.0025907833746919872 0.0056884543968459744 0.0079950438477337949 0.0036443994481081786 0.0077886816221461206 0.0050789032631752265 0.0029135003568645248 0.0094129206038168038 0.00070043670760730817 0.0073753326594627223 0.0083124063939193412 0.006098156808853691 0.0092141154502574062 0.007212097698215892 0.0085678853679112873 0.009517458662392295 0.0083167058383541038 0.0084289922560049531 0.0069397838044068533 0.0086048372685024761 0.0088535496668891659 0.0066023433316244363 0.0078081576438674936 0.0081563061962604561
leaf_weight=75 54 53 57 60 88 97 63 60 82 83 61 81 246 55 52 62 86 90 77 62 82 93 351 55 71 54
leaf_count=75 54 53 57 60 88 97 63 60 82 83 61 81 246 55 52 62 86 90 77 62 82 93 351 55 71 54
internal_value=0 0.00788348 0.00618969 0.00832785 0.00673232 0.00621526 0.00548668 0.00324693 0.00268885 0.00842694 0.00196962 0.00802277 0.00823295 0.00700091 0.00879071 0.00831583 0.00800007 0.00893885 0.00888551 0.00800642 0.00758113 0.00885191 0.00898909 0.00706289 0.00819954 0.00844022
internal_weight=0 2093 435 1658 378 303 215 257 197 1598 143 757 621 118 841 200 148 641 160 461 144 588 441 136 317 147
internal_count=2350 2093 435 1658 378 303 215 257 197 1598 143 757 621 118 841 200 148 641 160 461 144 588 441 136 317 147
is_linear=0
shrinkage=0.00209259


Tree=653
num_leaves=12
num_cat=0
split_feature=3 14 15 10 48 13 3 43 3 13 1212
split_gain=19.1218 19.7534 23.033 16.1008 13.9038 12.1189 9.15935 7.45651 6.66048 6.55808 5.64409
threshold=0.31370500000000007 -1.0000000180025095e-35 -0.42075999999999997 -0.010699999999999999 0.093265000000000015 -0.013944999999999997 0.10812000000000001 0.0045450000000000013 -0.0035149999999999995 -0.086544999999999997 0.086310000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 9 7 8 -5 -6 -9
right_child=-2 2 3 4 5 -7 -8 10 -10 -11 -12
leaf_value=0.0046649423790989415 -0.0010135708182784945 -0.0017940122752636151 0.0049993489399565282 0.0021339235514056336 0.00015736783379826153 -0.0012618478156386297 -0.00023552872748954651 0.00081846653283241535 0.0036379688677250018 0.0030224989867940685 0.0028429972716016586
leaf_weight=92 84 63 60 1345 56 94 65 250 117 61 63
leaf_count=92 84 63 60 1345 56 94 65 250 117 61 63
internal_value=0 0.00192195 0.00180584 0.0019133 0.00182299 0.000353419 0.00199148 0.00207306 0.00225433 0.00165171 0.00122617
internal_weight=0 2266 2174 2111 2051 211 1840 1775 1462 117 313
internal_count=2350 2266 2174 2111 2051 211 1840 1775 1462 117 313
is_linear=0
shrinkage=0.00604267


Tree=654
num_leaves=26
num_cat=0
split_feature=1 1 16 1 0 0 1 39 0 16 0 0 1 0 0 1429 1 133 16 130 0 16 42 475 52
split_gain=1078.01 150.019 89.1319 86.9959 70.7847 44.5755 27.9801 27.2298 23.6658 22.6227 40.4249 18.1684 18.1325 36.9529 14.7135 10.3881 9.01215 7.7515 7.49028 6.36891 5.89559 4.19119 4.00136 3.31797 0.56024
threshold=0.10892500000000001 0.13662500000000002 0.27776000000000006 0.089710000000000026 -0.10653 -0.078209999999999988 0.14882500000000001 0.087735000000000021 -0.11327499999999999 0.51805000000000012 -0.068214999999999984 -0.14097999999999997 0.078340000000000007 -0.045754999999999997 -0.10891999999999999 0.079510000000000011 0.10141500000000002 0.095530000000000018 0.014185000000000001 0.10383500000000001 -0.076539999999999983 0.22564000000000003 0.090040000000000023 -0.085444999999999979 0.086065000000000016
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 7 5 16 11 -3 8 -2 10 20 -1 13 17 -13 18 -5 21 19 -16 22 -7 -6 -17 -19
right_child=1 6 -4 4 9 12 -8 -9 -10 -11 -12 14 -14 -15 15 23 -18 24 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0073925355409646069 0.0025390111595581118 0.0015735182813050269 0.0057249209931827831 0.0046006131310324765 0.0065152415553403455 0.0065737446471637413 -0.00032506718319707411 0.0018602189722450547 0.0040205896896590111 0.0070338404236827187 0.0042691785731963066 0.0054574293765439329 0.006878438516602455 0.0044880891080918434 0.0065776910077929834 0.0074954475227515518 0.0034625427821004108 0.0054428130019435767 0.0057585883187251177 0.0058625985603425268 0.0055240069048871224 0.0058565768910728644 0.0058575265130745447 0.0067789964068165221 0.0057461362132463605
leaf_weight=100 84 77 54 52 88 91 53 75 91 52 71 53 53 88 689 54 62 54 56 55 70 53 67 53 55
leaf_count=100 84 77 54 52 88 91 53 75 91 52 71 53 53 88 689 54 62 54 56 55 70 53 67 53 55
internal_value=0 0.00260786 0.00338118 0.00611859 0.00535798 0.00636026 0.000799314 0.00287484 0.00330955 0.00580872 0.00559342 0.00657511 0.00578217 0.00561172 0.00648994 0.00655025 0.00398185 0.00600246 0.00647124 0.00652486 0.0060112 0.00630994 0.00623108 0.00714077 0.00559606
internal_weight=0 434 304 1916 462 1454 130 250 175 348 296 1060 394 341 960 907 114 253 800 744 225 144 155 107 109
internal_count=2350 434 304 1916 462 1454 130 250 175 348 296 1060 394 341 960 907 114 253 800 744 225 144 155 107 109
is_linear=0
shrinkage=0.00201133


Tree=655
num_leaves=15
num_cat=0
split_feature=3 0 16 3 16 1375 124 9 0 402 402 41 0 133
split_gain=26.4573 12.3702 28.351 15.5975 14.2166 10.9504 7.92872 10.3827 6.16774 5.40991 9.50284 5.61649 4.7694 2.07579
threshold=0.25468500000000005 -0.11471499999999998 -0.0101 0.097710000000000005 -0.34140499999999996 -0.066804999999999989 -0.083859999999999976 0.081890000000000004 -0.11796999999999999 0.090075000000000002 0.049895000000000002 0.075585000000000013 -0.07717499999999998 -0.07218999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -7 9 -2 10 11 -8 13 -11
right_child=8 5 -4 -5 -6 6 7 -9 -10 12 -12 -13 -14 -15
leaf_value=0.0027383608675558952 0.00021435219565858017 0.0046188249150473787 -0.0029966068100273613 0.00445719260798055 -0.00077315737243871356 -5.9225975716205791e-05 0.0019268710818931695 0.0048806563247338584 -0.0028320866737862405 0.0030528467591091624 -0.0006809971278763649 0.0039569573281507276 0.0046434524560430134 0.0014280600352210187
leaf_weight=83 53 67 63 62 101 69 1458 52 52 78 54 56 53 52
leaf_count=83 53 67 63 62 101 69 1458 52 52 78 54 56 53 52
internal_value=0 0.00193455 0.00076598 0.00172984 0.000810478 0.00212074 0.0020313 0.00211134 -0.00129372 0.00202906 0.00190956 0.002002 0.00305256 0.00240345
internal_weight=0 2248 309 246 184 1939 1872 1803 105 1751 1568 1514 183 130
internal_count=2353 2248 309 246 184 1939 1872 1803 105 1751 1568 1514 183 130
is_linear=0
shrinkage=0.00628679


Tree=656
num_leaves=17
num_cat=0
split_feature=1 13 151 147 52 0 1 1 15 1 0 13 4 4 0 0
split_gain=20.0904 14.6317 11.9752 10.5261 10.1431 12.4757 13.4967 13.1577 10.1275 8.12669 7.85946 12.6034 7.78774 5.96032 8.31554 6.71492
threshold=0.13554500000000003 -0.052454999999999995 0.092070000000000013 0.090830000000000008 0.50146500000000016 -0.13740499999999997 0.084525000000000003 0.11039500000000001 -0.092969999999999983 0.081925000000000012 -0.079249999999999987 -0.090744999999999978 -0.17689999999999997 0.054560000000000004 -0.10803999999999998 -0.098524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -8 -6 13 -12 -13 15 -15 -7
right_child=1 -3 -4 -5 9 10 7 -9 -10 -11 11 12 -14 14 -16 -17
leaf_value=0.002141844243598947 -0.0022244705593984703 0.0014738356201744842 -0.0009117919585107094 0.0038995205326647913 0.0015773258211227877 0.0038813484653052277 -0.00018831094051624902 0.0013744538713884745 -0.0035891852773107594 0.0044770942115318433 -0.0014857569590057433 0.0023752905461276374 0.0009478237451746984 0.0024719267308132135 -0.00021218957798389373 0.0018529185066435583
leaf_weight=71 81 53 64 53 59 52 53 58 52 57 54 147 519 55 93 832
leaf_count=71 81 53 64 53 59 52 53 58 52 57 54 147 519 55 93 832
internal_value=0 -0.000761272 0.00142069 0.00148999 0.00142921 0.00133727 0.000150054 -0.000717177 -0.00187311 0.00300272 0.00149581 0.00105675 0.00126298 0.00180207 0.000784891 0.0019723
internal_weight=0 134 2219 2155 2102 1986 234 163 105 116 1752 720 666 1032 148 884
internal_count=2353 134 2219 2155 2102 1986 234 163 105 116 1752 720 666 1032 148 884
is_linear=0
shrinkage=0.00547303


Tree=657
num_leaves=13
num_cat=0
split_feature=1 14 151 11 41 1 48 157 1453 156 15 1
split_gain=14.2741 16.5189 8.41455 8.18867 8.07102 8.15236 16.1745 16.8715 6.17468 5.94525 4.24481 7.80069
threshold=0.13075500000000004 -0.10708499999999999 0.092070000000000013 0.086080000000000018 0.07831500000000001 0.07677500000000001 0.093265000000000015 -0.078969999999999985 -0.057274999999999993 0.090705000000000022 -0.42759999999999992 0.13869000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 -3 -10 -2 -12
right_child=10 2 -4 -5 -6 6 -8 -9 9 -11 11 -13
leaf_value=0.0046974138004932872 0.0010109542210278777 -0.00023242634911966177 -0.0010666977899937088 -0.00062216016115907704 0.0037218021970255159 -0.0017355567197579475 -0.0020216206495556463 0.0016662520218645607 0.002035576728497419 -0.00029869342448779278 0.00070568946441425349 -0.0027873461768271879
leaf_weight=72 57 65 63 84 76 77 79 547 1060 53 53 67
leaf_count=72 57 65 63 84 76 77 79 547 1060 53 53 67
internal_value=0 0.00149185 0.00138211 0.00145774 0.00154705 0.00145914 0.000879017 0.00124636 0.00180529 0.00192436 -0.000517407 -0.00124398
internal_weight=0 2176 2104 2041 1957 1881 703 624 1178 1113 177 120
internal_count=2353 2176 2104 2041 1957 1881 703 624 1178 1113 177 120
is_linear=0
shrinkage=0.00680503


Tree=658
num_leaves=19
num_cat=0
split_feature=2 14 0 16 1 160 160 1 49 43 43 13 3 3 13 160 52 2
split_gain=15.027 9.71113 12.1165 19.7261 9.76391 7.64869 8.2294 14.2701 6.47114 11.619 15.0879 14.9797 6.27777 22.9143 5.59825 4.03604 3.73441 3.58634
threshold=0.17576500000000003 -0.23083499999999998 -0.11073999999999999 -0.0073349999999999986 0.13662500000000002 0.089640000000000011 -1.0000000180025095e-35 0.10525000000000002 -1.0000000180025095e-35 -0.0041999999999999997 -0.085594999999999991 -0.084154999999999994 -0.12595999999999999 -0.24098999999999995 -0.083894999999999983 -0.080499999999999974 0.11232500000000002 0.11923000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 8 6 -3 -8 9 10 11 -4 13 -10 -12 16 -14 -17
right_child=-2 2 4 -5 -6 -7 7 -9 12 -11 14 -13 15 -15 -16 17 -18 -19
leaf_value=0.0034019509549837752 -0.0024669648001206883 0.0019846691737805048 0.00059362961540653934 -0.0036729552467060314 -0.0015489851116141805 0.0029067752345792184 -0.0029934842512621463 0.0010510641163694321 0.0025922061424936997 0.0052455774959282398 0.001438092530285972 0.0053612632158737614 0.0029133081809757538 -0.0033852423086086253 -0.0013891724644844756 0.0010649860599451142 0.0013481240532784982 0.0026173713120907736
leaf_weight=89 53 76 52 58 53 57 72 92 62 52 68 74 133 57 62 1018 151 74
leaf_count=89 53 76 52 58 53 57 72 92 62 52 68 74 133 57 62 1018 151 74
internal_value=0 0.00119761 0.00110885 -4.28114e-05 0.00132917 0.000665861 0.000133341 -0.000724148 0.00141381 0.00231227 0.00171616 0.00339425 0.00122866 -0.000270331 8.91458e-05 0.00135835 0.00208137 0.00117025
internal_weight=0 2300 2211 355 1856 297 240 164 1803 308 256 126 1495 119 130 1376 284 1092
internal_count=2353 2300 2211 355 1856 297 240 164 1803 308 256 126 1495 119 130 1376 284 1092
is_linear=0
shrinkage=0.00680503


Tree=659
num_leaves=26
num_cat=0
split_feature=1 3 1 3 123 4 4 14 4 39 0 0 16 0 15 3 15 4 42 4 16 1 133 1456 3
split_gain=1355.84 226.444 114.557 110.485 107.758 100.269 85.9105 75.1214 51.3109 49.7368 34.3362 29.5227 25.0343 16.1893 19.0633 16.1042 11.497 11.3635 10.8302 8.64257 11.0247 8.19792 5.04428 5.32649 2.04052
threshold=0.10732500000000002 -0.06340999999999998 0.092415000000000011 0.31534000000000006 1.0000000180025095e-35 0.36766000000000004 -0.013125 0.062655000000000016 0.032965000000000001 0.087735000000000021 -0.079249999999999987 -0.10324499999999999 -0.36241499999999999 0.09395000000000002 0.029300000000000003 -0.082224999999999979 -0.18708499999999997 -0.081759999999999985 0.086090000000000014 -0.21586499999999997 -0.040964999999999994 0.11654500000000001 0.087720000000000006 0.056325000000000007 -0.089694999999999983
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=2 5 7 9 6 -2 19 8 10 21 11 -1 -10 14 15 -12 -11 -16 -14 -4 -21 -3 23 -13 -24
right_child=1 3 4 -5 -6 -7 -8 -9 12 16 13 22 18 -15 17 -17 -18 -19 -20 20 -22 -23 24 -25 -26
leaf_value=0.0067218589578958302 0.0075786140951487578 0.0046917996119160412 0.0088915934916884744 -0.00035094907174150724 0.0037109174980901128 0.0035122752928057549 0.0055416595528644226 0.010635418139608669 0.00802568245815387 0.0012150197013582346 0.0061396594018345669 0.0085426373110725502 0.0057158249653626019 0.0064113845732914369 0.0091398857007810586 0.0077422327496270557 0.0026728018620733296 0.0079069727387072655 0.0070091676469108601 0.0085534777413847941 0.0070512336135001878 0.0034388006470855797 0.0085984073591102474 0.0092172547755868892 0.008058438959332637
leaf_weight=52 75 56 64 70 57 57 103 60 75 61 54 593 69 53 55 89 55 149 70 53 52 56 52 71 152
leaf_count=52 75 56 64 70 57 57 103 60 75 61 54 593 69 53 55 89 55 149 70 53 52 56 52 71 152
internal_value=0 0.00330363 0.00784185 0.00218764 0.00660022 0.00582288 0.00720561 0.00809811 0.00799885 0.00296714 0.00816909 0.00841505 0.00694864 0.00760334 0.00778532 0.00713724 0.00190642 0.0082395 0.00636733 0.00821959 0.00780974 0.00406552 0.00851646 0.00861481 0.0081962
internal_weight=0 430 1923 298 329 132 272 1594 1534 228 1320 920 214 400 347 143 116 204 139 169 105 112 868 664 204
internal_count=2353 430 1923 298 329 132 272 1594 1534 228 1320 920 214 400 347 143 116 204 139 169 105 112 868 664 204
is_linear=0
shrinkage=0.00231039


Tree=660
num_leaves=10
num_cat=0
split_feature=147 13 4 15 14 13 0 0 123
split_gain=22.0535 11.5129 18.4817 28.1204 9.36034 8.48859 8.103 7.70405 9.21484
threshold=0.089365000000000014 -0.47860499999999995 0.50373500000000015 -0.4666249999999999 0.076175000000000007 -0.15310499999999996 -0.18560999999999997 -0.14712999999999996 0.085215000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -8 -9
right_child=-2 2 3 -5 -6 6 7 8 -10
leaf_value=0.0043194036053324052 -0.0016141293864691179 -0.00068969480272114175 0.0018980273953970014 -0.0041790739563518147 0.0037443510646767634 0.0035854714357804896 -0.00087487379815931736 0.0014487520915641235 0.0038664839407774173
leaf_weight=53 91 67 61 55 71 71 52 1787 62
leaf_count=53 91 67 61 55 71 71 52 1787 62
internal_value=0 0.00147975 0.00141211 -0.00098279 0.0015438 0.00146714 0.00154046 0.00146404 0.00152986
internal_weight=0 2279 2226 116 2110 2039 1972 1901 1849
internal_count=2370 2279 2226 116 2110 2039 1972 1901 1849
is_linear=0
shrinkage=0.00616352


Tree=661
num_leaves=17
num_cat=0
split_feature=147 47 47 129 2 41 4 52 2 4 150 15 157 2 4 4
split_gain=15.2561 9.30636 21.1725 8.9342 8.48214 11.9615 10.7051 18.1506 7.46721 6.37208 5.03331 7.86 7.29623 3.30987 3.4561 3.30952
threshold=0.089365000000000014 0.081320000000000017 0.090100000000000013 -1.0000000180025095e-35 0.13538500000000001 0.083975000000000008 -0.26545999999999997 -0.11183499999999999 0.15355500000000002 -0.040489999999999991 0.086615000000000011 0.083185000000000023 -0.082259999999999986 1.0000000180025095e-35 0.032965000000000001 0.056815000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 -6 -4 11 -8 -12 15 -15 -11
right_child=-2 2 9 4 8 -7 10 -9 -10 13 12 -13 -14 14 -16 -17
leaf_value=-0.0012476541575676607 -0.0011920907970576127 0.0051439849411612677 0.003080252594586792 0.00099050523300950322 -0.0017893994872609817 -0.001319292282867892 0.00051791775661343988 0.0050864609225695729 0.0010004910734764979 0.00066153424187177649 0.00030452319211816796 0.0013374806753487269 0.0027260601605206452 0.0012014309985609953 -0.00075774691030428974 0.002437400026201277
leaf_weight=54 91 52 52 79 59 59 661 55 56 62 55 747 116 56 52 64
leaf_count=54 91 52 52 79 59 59 661 55 56 62 55 747 116 56 52 64
internal_value=0 0.00109285 0.00193113 0.00094685 0.00100968 0.00110317 0.00118664 0.00267212 -0.000430336 0.00134677 0.00106054 0.00095277 0.00194754 0.000961301 0.000257582 0.00156403
internal_weight=0 2279 338 1941 1887 1772 1713 134 115 286 1579 1408 171 234 108 126
internal_count=2370 2279 338 1941 1887 1772 1713 134 115 286 1579 1408 171 234 108 126
is_linear=0
shrinkage=0.00547303


Tree=662
num_leaves=20
num_cat=0
split_feature=2 15 2 2 2 49 49 11 52 15 2 52 43 484 151 151 15 2 2
split_gain=752.313 230.16 129.492 110.613 90.6981 51.3414 50.8544 30.0463 23.8285 20.8786 19.3558 16.1435 16.4921 12.1478 9.26047 7.75884 7.73953 7.46374 6.86367
threshold=0.11366500000000002 -0.25061999999999995 0.13538500000000001 -0.0091949999999999983 0.099675000000000014 1.0000000180025095e-35 -0.046979999999999987 1.0000000180025095e-35 -0.037619999999999994 -0.080074999999999993 0.089005000000000015 0.048675000000000003 -0.049364999999999992 -1.0000000180025095e-35 -0.010154999999999999 -0.0033899999999999994 -0.14151499999999997 0.074875000000000011 0.085600000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -3 7 9 -6 10 -4 -2 14 12 -8 -12 18 -15 -10 -16 -5
right_child=2 3 8 4 6 -7 11 -9 16 -11 13 -13 -14 15 17 -17 -18 -19 -20
leaf_value=0.0030746343091392365 0.0026066531511874033 0.0044906718697798088 0.00082277024142770564 0.0082807959254138537 0.0039681058016296528 0.0058465988975169077 0.0049809996769207728 0.0085562982405374046 0.0019512591947079098 0.0044156380780729651 0.0075318556504773426 0.0071908947184473734 0.0064515259260145459 0.0059281281987740003 0.0069870603282077854 0.0067412956506319958 0.0031410053066725234 0.0073913740969498987 0.0073704513797200905
leaf_weight=78 54 87 60 73 54 82 56 75 52 69 78 70 103 70 388 282 52 500 87
leaf_count=78 54 87 60 73 54 82 56 75 52 69 78 70 103 70 388 282 52 500 87
internal_value=0 0.00674138 0.0033581 0.0068901 0.00700379 0.00451174 0.0058698 0.00721042 0.00191592 0.00362164 0.00714211 0.00631813 0.00593375 0.00675243 0.00730197 0.00657965 0.00254636 0.00721474 0.00778594
internal_weight=0 2001 369 1923 1836 205 283 1553 164 123 1478 229 159 430 1048 352 104 888 160
internal_count=2370 2001 369 1923 1836 205 283 1553 164 123 1478 229 159 430 1048 352 104 888 160
is_linear=0
shrinkage=0.00217713


Tree=663
num_leaves=24
num_cat=0
split_feature=1 52 2 2 2 14 2 52 52 15 4 2 133 1 16 16 4 16 158 16 484 474 50
split_gain=868.578 156.846 97.2999 91.9263 81.0776 80.9716 40.2669 36.0491 54.8131 30.1893 40.4997 26.3125 26.2721 19.9325 12.6557 12.5551 7.33053 6.4753 6.46092 5.87834 5.03797 14.1661 7.43033
threshold=0.10508500000000001 -0.40809499999999993 0.11067500000000001 -1.0000000180025095e-35 0.099675000000000014 0.062655000000000016 -0.0091949999999999983 0.024560000000000002 -0.41304999999999997 -0.054259999999999996 0.50657000000000008 0.090115000000000015 0.024130000000000002 0.079020000000000021 -0.085314999999999988 -0.067914999999999989 0.04105000000000001 -0.06421499999999998 0.085410000000000014 0.0070300000000000007 0.085505000000000012 0.08393500000000001 0.11174500000000002
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 -3 5 6 -1 8 -6 10 14 18 -10 16 -4 -9 19 -5 20 -13 22 -22 -8
right_child=1 2 9 17 7 -7 11 15 12 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0046048830266880612 0.0067217130117513827 0.0020722832407342505 0.0022723057419815579 0.0045805523308102714 0.0062232689136541624 0.0091681644359723289 0.006888924907824891 0.0069779333741547319 0.0029909217218203918 0.00018575867885155909 0.00082721645577920331 0.0062672600136546627 0.0050951911568917997 0.0048348290977385964 0.0037400904217668555 0.0056391425785144557 0.0056114672363127014 0.0056463386313944791 0.0074131692321786607 0.0069996915673942485 0.0071358517801229744 0.0054604009542572858 0.0060156456863539398
leaf_weight=52 55 88 67 57 91 64 761 77 70 52 76 180 54 53 55 68 59 61 89 83 52 52 54
leaf_count=52 55 88 67 57 91 64 761 77 70 52 76 180 54 53 55 68 59 61 89 83 52 52 54
internal_value=0 0.00310806 0.00267215 0.00382489 0.00644253 0.00667442 0.00656318 0.00547689 0.00488777 0.0017222 0.00212559 0.0066368 0.00390749 0.00612394 0.00293421 0.00635025 0.00633604 0.00513171 0.00682757 0.0064985 0.00677083 0.00629836 0.00683109
internal_weight=0 511 456 206 1859 1499 1435 360 215 250 198 1383 124 375 122 145 322 118 1008 263 919 104 815
internal_count=2370 511 456 206 1859 1499 1435 360 215 250 198 1383 124 375 122 145 322 118 1008 263 919 104 815
is_linear=0
shrinkage=0.00226508


Tree=664
num_leaves=20
num_cat=0
split_feature=1 52 47 52 14 2 48 49 48 40 15 15 2 1 156 52 3 13 3
split_gain=766.278 181.263 126.361 71.6441 67.0241 38.1935 37.818 36.5933 33.5316 24.0069 17.3345 12.2707 10.5902 13.5256 7.69018 6.61724 8.62436 5.80109 0.730745
threshold=0.10141500000000002 -0.41304999999999997 0.083875000000000019 0.12469000000000001 0.062655000000000016 0.12708000000000003 0.11553500000000001 0.11909500000000002 -0.026004999999999997 -0.026419999999999996 -0.085499999999999979 -0.40992999999999996 0.090115000000000015 0.092415000000000011 0.088610000000000008 -0.41304999999999997 -0.01223 -0.010419999999999997 -0.075194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 10 -4 8 -1 -10 17 -7 13 14 -11 -14 -17 -3 -15
right_child=1 2 6 -5 -6 11 -8 -9 9 12 -12 -13 15 18 -16 16 -18 -19 -20
leaf_value=0.0056633235373235429 0.0074816919661897519 0.0021177520185362481 0.0067035115561228228 0.0055204291788125363 0.0094459131742416526 0.002264016131334189 0.004151501057210444 0.0056368298069046155 0.0060311606077720088 0.007673921372880566 0.0039082279354670122 0.00070533654482868194 0.0077294599054730786 0.0065279709938323065 0.0068428849324801569 0.0068843026174314568 0.007887252019109784 0.0031286620335006961 0.0069277107299811434
leaf_weight=70 78 64 77 53 71 55 52 81 76 777 97 53 78 52 65 407 52 58 54
leaf_count=70 78 64 77 53 71 55 52 81 76 777 97 53 78 52 65 407 52 58 54
internal_value=0 0.00420171 0.00369903 0.00302818 0.00724521 0.00262416 0.00567499 0.00715393 0.00722926 0.00729946 0.00317875 0.00149934 0.00736436 0.00751166 0.0076098 0.00710427 0.00699798 0.00259855 0.00673185
internal_weight=0 587 509 380 1783 327 129 1712 1631 1561 219 108 1485 948 842 537 459 122 106
internal_count=2370 587 509 380 1783 327 129 1712 1631 1561 219 108 1485 948 842 537 459 122 106
is_linear=0
shrinkage=0.00231039


Tree=665
num_leaves=9
num_cat=0
split_feature=97 457 1452 13 151 4 14 2
split_gain=14.7296 11.5471 9.96538 8.59956 7.62248 6.32037 13.3335 10.0408
threshold=-1.0000000180025095e-35 0.10823000000000001 0.086765000000000023 0.23904000000000003 0.084350000000000008 0.51286500000000013 -0.10708499999999999 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.0018700073572959553 0.0053744655949742011 -0.0013657801365568089 0.0042554967150056694 -0.00026693214757800147 0.0042084486053423865 -0.00025760310659906233 -0.0009638307360265284 0.0019319199472658177
leaf_weight=54 55 54 90 92 72 68 62 1849
leaf_count=54 55 54 90 92 72 68 62 1849
internal_value=0 0.00186937 0.00194575 0.00185114 0.00194371 0.0018635 0.00193691 0.00183793
internal_weight=0 2342 2288 2198 2106 2034 1966 1911
internal_count=2396 2342 2288 2198 2106 2034 1966 1911
is_linear=0
shrinkage=0.00707995


Tree=666
num_leaves=24
num_cat=0
split_feature=1 52 1 124 2 2 4 2 1 11 0 52 0 52 4 2 4 151 13 0 0 52 4
split_gain=1015.91 244.09 129.477 112.283 101.768 61.5193 35.9262 27.0607 24.0252 32.7729 29.7391 18.5029 23.5457 25.5521 12.4804 8.2002 7.9002 8.78821 6.91146 9.73748 6.19222 4.90493 2.89628
threshold=0.104035 -0.41304999999999997 0.12419000000000001 -0.043384999999999993 1.0000000180025095e-35 0.10188000000000001 0.50657000000000008 0.13880500000000004 0.08956500000000002 1.0000000180025095e-35 -0.091054999999999983 -0.53454499999999994 -0.047049999999999995 0.047850000000000011 0.066275000000000014 0.087610000000000007 -0.082184999999999994 -0.085489999999999997 -0.0082249999999999979 -0.083854999999999985 -0.075914999999999996 -0.08743999999999999 -0.049324999999999994
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 4 -1 -3 8 7 -4 9 15 -10 -7 13 -13 -6 18 -17 -18 21 -20 22 -5 -12
right_child=1 2 6 5 14 11 -8 -9 10 -11 20 12 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24
leaf_value=0.0048914498550921524 0.008116483145699677 0.0061496524054428575 0.0038592163179721668 0.0070364039736691749 0.0026690169286451254 0.0076629125351912065 0.00097188413642067164 0.0017683557132340774 0.0055492579290190476 0.0091560835230368731 0.0073514182459290464 0.0058534283961362748 0.0050038435568403213 0.0074128480778902252 0.0038558355195750585 0.0080027331017907231 0.0080694010501322928 0.0072152804643063643 0.0088113812431960033 0.0077751983606948174 0.0068940856671260648 0.0077403572759451684 0.0080241954959692444
leaf_weight=84 56 94 58 52 68 54 80 55 52 68 63 97 52 95 100 97 64 409 66 113 78 384 57
leaf_count=84 56 94 58 52 68 54 80 55 52 68 63 97 52 95 100 97 64 409 66 113 78 384 57
internal_value=0 0.00391125 0.00339363 0.00730439 0.00437095 0.00741692 0.00206679 0.00284174 0.00759267 0.00771338 0.00698755 0.00653043 0.00627971 0.00662514 0.00337559 0.00763058 0.00744527 0.0073309 0.00780229 0.00815738 0.00736517 0.00765645 0.00767118
internal_weight=0 511 455 1885 262 1801 193 113 1503 1253 250 298 244 192 168 1185 570 473 615 179 198 436 120
internal_count=2396 511 455 1885 262 1801 193 113 1503 1253 250 298 244 192 168 1185 570 473 615 179 198 436 120
is_linear=0
shrinkage=0.00213444


Tree=667
num_leaves=13
num_cat=0
split_feature=9 147 1455 151 16 16 43 1 52 11 52 16
split_gain=16.9976 14.9966 12.8314 8.72063 6.17577 22.1628 8.9957 11.2506 14.4724 7.32643 7.50508 5.05488
threshold=-1.0000000180025095e-35 0.089365000000000014 0.10563500000000002 0.084350000000000008 0.21684500000000004 0.26753000000000005 -0.24238999999999997 0.095510000000000012 -0.080064999999999983 0.077290000000000011 -0.53937999999999986 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 11 -9 10 -7 -8
right_child=1 -3 -4 -5 5 9 7 8 -10 -11 -12 -13
leaf_value=-0.0014372245869286363 0.0035781358273331812 -0.00079988648007865888 0.0047065761111038324 0.0038814787339589512 -0.0028503835777674699 0.0027789094644381281 0.0018332511116795681 -0.0021847588861135191 0.0012203864539568621 0.0034871633024982944 0.00022501561596623823 0.0035966229010713788
leaf_weight=69 98 90 55 67 52 63 1271 56 309 58 143 65
leaf_count=69 98 90 55 67 52 63 1271 56 309 58 143 65
internal_value=0 0.00166644 0.00176569 0.00169153 0.00162213 0.000827057 0.00176175 0.00165706 0.000697773 0.00155165 0.00100638 0.00191909
internal_weight=0 2327 2237 2182 2115 316 1799 1701 365 264 206 1336
internal_count=2396 2327 2237 2182 2115 316 1799 1701 365 264 206 1336
is_linear=0
shrinkage=0.00616352


Tree=668
num_leaves=25
num_cat=0
split_feature=1 2 2 124 2 14 2 51 2 1 157 13 13 133 13 43 133 16 4 16 4 16 43 4
split_gain=909.375 143.947 170.782 105.086 40.7867 46.8326 36.7123 35.7378 51.6879 18.5831 11.5237 11.3826 9.84084 9.72825 9.44242 6.35594 21.7883 8.73677 6.15144 15.6906 4.35476 4.36277 2.54526 2.55134
threshold=0.104035 0.10925000000000001 -1.0000000180025095e-35 -0.079269999999999993 0.099675000000000014 0.076975000000000002 1.0000000180025095e-35 0.10446500000000002 0.13443000000000002 0.08956500000000002 -0.0045449999999999996 0.039845000000000012 -0.032264999999999995 0.087720000000000006 -0.0013449999999999996 -0.087864999999999985 1.0000000180025095e-35 -0.0021749999999999994 0.053255000000000004 -0.015159999999999998 -0.085574999999999984 0.014185000000000001 -0.011154999999999998 -0.049744999999999991
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 -2 -1 5 9 -4 8 14 13 -6 18 22 15 -3 16 -5 -17 19 -12 -15 -22 23 -11
right_child=1 7 6 4 10 -7 -8 -9 -10 12 11 -13 -14 20 -16 17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0048303611941548424 0.0029135468928218763 0.0030535829707038203 0.00733377478703192 0.0063230838624628175 0.0074999639882182322 0.0093714119609778906 0.0052391805247248586 0.0046015765109443567 0.00154734261341472 0.0070842462308269884 0.0078742992269921451 0.0057340180381984292 0.0063471671854908882 0.0077626450011087497 0.0042528274500687729 0.0076391911450323152 0.0079196431201270876 0.0082639157202101503 0.0063365956544852546 0.0063595489320949251 0.0072483217804936786 0.0065626625395320435 0.0068418729085967279 0.0077494189225545624
leaf_weight=75 87 62 100 63 65 57 58 52 98 52 56 63 88 55 54 586 93 119 91 65 201 52 52 52
leaf_count=75 87 62 100 63 65 57 58 52 98 52 56 63 88 55 54 586 93 119 91 65 201 52 52 52
internal_value=0 0.00411107 0.00526846 0.00725845 0.00735905 0.00751025 0.00656501 0.00304498 0.00266663 0.00743515 0.00670527 0.00651735 0.00690879 0.007545 0.00361204 0.00765961 0.00727502 0.00774467 0.00675003 0.00706078 0.00722455 0.00710748 0.00722547 0.00741705
internal_weight=0 511 245 1885 1810 1470 158 266 214 1413 340 275 244 1169 116 861 156 705 212 121 308 253 156 104
internal_count=2396 511 245 1885 1810 1470 158 266 214 1413 340 275 244 1169 116 861 156 705 212 121 308 253 156 104
is_linear=0
shrinkage=0.00209259


Tree=669
num_leaves=21
num_cat=0
split_feature=30 2 457 3 129 2 2 2 2 3 15 3 3 15 157 3 158 1203 456 52
split_gain=16.6841 12.6175 16.8047 12.8713 12.0274 11.4442 17.4264 9.90859 9.41905 10.2825 9.47801 9.40166 10.9542 6.31868 5.9292 8.8013 4.3835 3.17994 3.40562 0.693528
threshold=0.086065000000000016 0.10161500000000002 0.080930000000000016 -0.11197999999999998 0.083580000000000015 0.081685000000000021 0.089540000000000022 -0.0091949999999999983 0.13538500000000001 0.12991000000000003 0.10896000000000002 -0.038414999999999998 0.0037100000000000002 -1.0000000180025095e-35 -0.063984999999999986 -0.107915 0.085620000000000016 0.084795000000000023 0.087225000000000011 -0.008794999999999999
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 4 5 8 -1 -7 -5 10 -10 14 16 -13 -14 -3 -16 17 18 -9 -18
right_child=-2 2 -4 7 -6 6 -8 11 9 -11 -12 12 13 -15 15 -17 19 -19 -20 -21
leaf_value=0.00512349964608167 -0.0015505658592956735 0.002859786726484776 -0.0018207402481302325 -0.00058898322123559859 -0.0013326063018343044 -2.3016410030684246e-05 0.0042418207647639192 0.0011816669934516272 -0.0010510065561661571 0.0018578869915823557 0.0037611722479676574 0.0046182134265998652 0.00084760573285300677 0.0030477823301201324 -0.0006035870703974659 0.0016019701947671346 0.0020402023250914178 0.0022823172610616934 0.0022855249675080799 0.0028857433759862201
leaf_weight=52 53 63 61 59 52 53 53 995 82 57 55 57 76 69 66 207 56 93 84 53
leaf_count=52 53 63 61 59 52 53 53 995 82 57 55 57 76 69 66 207 56 93 84 53
internal_value=0 0.00143362 0.000805758 0.00167106 0.00108114 0.00310138 0.00210887 0.00152447 0.00131807 0.000141445 0.00173621 0.00160859 0.00266369 0.00189497 0.00140458 0.00106855 0.00144217 0.00134822 0.00126765 0.00245185
internal_weight=0 2343 643 1700 582 158 106 1542 530 139 391 1483 202 145 336 273 1281 1172 1079 109
internal_count=2396 2343 643 1700 582 158 106 1542 530 139 391 1483 202 145 336 273 1281 1172 1079 109
is_linear=0
shrinkage=0.00526051


Tree=670
num_leaves=10
num_cat=0
split_feature=14 149 151 0 16 15 157 43 457
split_gain=10.6814 8.27635 10.1355 9.31 15.7272 8.08508 9.21834 18.5937 8.5196
threshold=-0.30192499999999994 0.079000000000000015 0.009020000000000002 -0.22384499999999996 -0.53299999999999992 -0.41971499999999995 -0.065184999999999979 -0.085154999999999995 0.088350000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -8
right_child=1 -3 -4 4 5 6 8 -9 -10
leaf_value=-0.00077825218699587387 0.003068372861132354 0.0033789806579850542 -0.00056046844984852437 -0.0017660948252077606 -0.00060132413138755587 -0.0019172902691636066 0.0013960023275386561 0.0012832720579628218 0.003606063950773813
leaf_weight=83 81 52 97 53 68 76 1644 191 54
leaf_count=83 81 52 97 53 68 76 1644 191 54
internal_value=0 0.00121957 0.00116995 0.00124743 0.0011767 0.00125345 0.00131766 0.000372032 0.00146632
internal_weight=0 2316 2264 2167 2086 2033 1965 267 1698
internal_count=2399 2316 2264 2167 2086 2033 1965 267 1698
is_linear=0
shrinkage=0.00547303


Tree=671
num_leaves=28
num_cat=0
split_feature=1 1 2 12 2 52 52 10 4 12 0 4 4 0 2 15 483 12 2 52 12 12 4 402 15 130 4
split_gain=1213.69 194.888 113.674 108.969 75.294 50.8534 103.897 50.8095 66.7372 48.2388 39.5253 36.0763 23.5884 30.309 22.176 19.3256 16.2021 17.7111 26.5966 9.88138 8.13833 6.16672 5.03931 4.97161 4.28692 2.42198 1.85109
threshold=0.10732500000000002 0.13075500000000004 0.099675000000000014 0.085090000000000013 -1.0000000180025095e-35 -0.41304999999999997 1.0000000180025095e-35 -0.0069899999999999988 0.50373500000000015 0.088835000000000011 -0.061204999999999989 0.057265000000000003 -0.081374999999999989 -0.091809999999999989 0.10981000000000002 0.03981500000000001 -0.070084999999999981 0.083325000000000024 0.088135000000000005 -1.0000000180025095e-35 0.091255000000000017 0.096475000000000019 0.00025000000000000006 0.08865000000000002 -0.043644999999999996 0.086260000000000017 -0.085574999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 -1 24 9 -3 -9 -7 21 -5 13 -6 -2 -15 -14 18 -18 -16 23 -8 -22 -19 -4 26 -17
right_child=1 7 5 11 12 6 10 8 -10 -11 -12 -13 16 15 19 25 17 20 -20 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=0.0053146826867636471 0.0047961142883088627 -0.00015934869827763978 0.007416585995373942 0.0078496030966868306 0.0099784202449239839 0.0035356866684141037 0.0084849770430569463 0.0038062328219211497 0.00067477533814310181 0.0060800220743990651 0.0056423758039458793 0.0051918195908510862 0.0086725083345297015 0.0070635161508263754 0.0037238253622186488 0.0086563093992644159 0.0078307596877611723 0.0078662575360998518 0.0056827747733914028 0.0023965738715933738 0.0076309893232026256 0.0074456288976460783 0.0069305846749866179 0.0086090128428821591 0.0083315227699514126 0.0079118981058711041 0.0082837836156323136
leaf_weight=59 52 53 55 52 52 83 63 80 62 71 53 53 85 71 54 127 63 410 56 62 237 56 69 53 52 53 163
leaf_count=59 52 53 55 52 52 83 63 80 62 71 53 53 85 71 54 127 63 410 56 62 237 56 69 53 52 53 163
internal_value=0 0.00346245 0.00752829 0.00469786 0.00782384 0.00650576 0.00606072 0.00173277 0.00243915 0.00470888 0.00727095 0.00650829 0.0079267 0.0083464 0.00356619 0.00814135 0.00772567 0.00763501 0.00682015 0.00301464 0.00776108 0.00799608 0.00747313 0.00795133 0.00786145 0.00836439 0.00844701
internal_weight=0 468 1931 273 1498 433 326 195 142 154 172 105 1439 466 168 414 973 888 119 116 769 119 306 463 107 343 290
internal_count=2399 468 1931 273 1498 433 326 195 142 154 172 105 1439 466 168 414 973 888 119 116 769 119 306 463 107 343 290
is_linear=0
shrinkage=0.00226508


Tree=672
num_leaves=18
num_cat=0
split_feature=4 2 13 376 52 16 14 2 457 16 13 13 13 4 15 52 2
split_gain=861.449 191.187 112.705 66.3948 64.0073 54.9838 49.1285 48.0923 23.7915 20.8102 20.0537 13.1199 22.6245 15.76 11.4251 6.72606 5.13815
threshold=0.30163500000000004 0.10859000000000001 -0.15078499999999997 0.080200000000000007 -0.41304999999999997 -0.019749999999999993 0.062655000000000016 0.13538500000000001 0.080930000000000016 -0.42618999999999996 -0.023454999999999997 0.087005000000000013 0.034905000000000012 -0.46376499999999993 -0.26826999999999995 0.090245000000000006 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -4 15 8 9 11 14 -10 12 13 -1 -2 -6 -13
right_child=7 2 4 -5 5 -7 -8 -9 10 -11 -12 16 -14 -15 -16 -17 -18
leaf_value=0.0076732076297782274 0.0042202949979186551 0.0021910753336034394 0.0069803992667070002 0.0045811609665362511 0.0053043572581940287 0.0037122198150863484 0.0082624329561557415 0.0013560576445370077 0.0065556211817960099 0.0020577361382332657 0.0048329194459430956 0.0076117756640849401 0.0054084379820658343 0.0065713652630751389 0.0030260726273011922 0.006332050218892351 0.0068150276522985437
leaf_weight=55 58 53 75 67 52 97 71 94 52 53 58 68 66 1289 74 52 65
leaf_count=55 58 53 75 67 52 97 71 94 52 53 58 68 66 1289 74 52 65
internal_value=0 0.00628771 0.00487818 0.00654662 0.0053941 0.0048021 0.00662299 0.00252796 0.00655256 0.00312329 0.00564748 0.00661707 0.00655994 0.00661647 0.00355097 0.00581841 0.00722255
internal_weight=0 2120 329 1791 276 201 1724 279 1653 185 110 1543 1410 1344 132 104 133
internal_count=2399 2120 329 1791 276 201 1724 279 1653 185 110 1543 1410 1344 132 104 133
is_linear=0
shrinkage=0.00201133


Tree=673
num_leaves=20
num_cat=0
split_feature=4 2 34 2 0 2 4 0 0 2 2 158 160 0 51 2 4 2 0
split_gain=1192.69 343.443 153.157 148.238 145.755 98.907 48.2305 52.5575 41.4498 37.9994 26.4965 20.3135 17.4862 16.7373 12.6987 12.2678 7.6761 8.08806 5.68781
threshold=0.30163500000000004 0.10859000000000001 -0.05547499999999999 0.14870000000000003 -0.086984999999999993 0.13538500000000001 -0.081374999999999989 -0.067659999999999984 -0.091809999999999989 0.10272000000000002 1.0000000180025095e-35 0.082560000000000008 -0.081069999999999989 -0.10946999999999998 -1.0000000180025095e-35 0.11693000000000002 -0.47860499999999995 0.088885000000000006 -0.092114999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 10 8 9 -4 11 -2 13 -10 -8 -6 -12 -14 -18 -13
right_child=5 3 6 -5 14 -7 7 -9 12 -11 15 18 16 -15 -16 -17 17 -19 -20
leaf_value=0.0032812926614230816 0.0016479534421328635 0.0027098866110758357 0.0096077096277475005 0.0011629454347683015 0.0068957746656240632 -0.0001893037789969919 0.0062882519414640377 0.0053049378480814089 0.0063417171331601567 0.0054227285367869178 0.0041662700739826973 0.0086460991165394421 0.0083791487199908338 0.007192356902615815 0.0057279331885753196 0.0026372103005409095 0.0077127339435513259 0.0067535215713391454 0.0076039243313775146
leaf_weight=53 77 82 56 55 97 94 121 93 55 67 53 53 72 822 95 55 289 54 56
leaf_count=53 77 82 56 55 97 94 121 93 55 67 53 53 72 822 95 55 289 54 56
internal_value=0 0.00668445 0.00707522 0.00455711 0.00523833 0.00170244 0.0071909 0.00694213 0.00776405 0.00707818 0.00266378 0.00718359 0.00754433 0.00707637 0.00631806 0.00338781 0.00770366 0.00756179 0.00811089
internal_weight=0 2120 1791 329 274 279 1738 1212 526 1119 185 1052 470 943 192 108 415 343 109
internal_count=2399 2120 1791 329 274 279 1738 1212 526 1119 185 1052 470 943 192 108 415 343 109
is_linear=0
shrinkage=0.00226508


Tree=674
num_leaves=10
num_cat=0
split_feature=3 97 1446 0 148 151 12 1 0
split_gain=16.9632 8.04039 6.99665 8.62911 8.24241 23.4264 7.88718 11.7499 6.51449
threshold=0.31370500000000007 -0.0047149999999999996 0.10573500000000001 0.13134000000000004 -1.0000000180025095e-35 -0.083274999999999988 0.11999500000000002 0.12419000000000001 -0.23046999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -6
right_child=-2 2 -4 -5 6 -7 -8 -9 -10
leaf_value=-0.00042062962569499473 -0.00087789393388603245 0.0033463045339243254 -0.00021093381441103439 0.0047811263657250493 0.0044678832171886704 -0.0027059194454648562 0.00432415652927847 -7.7000475217351921e-05 0.0022318628161940054
leaf_weight=54 87 59 53 58 60 55 80 97 1796
leaf_count=54 87 59 53 58 60 55 80 97 1796
internal_value=0 0.0021224 0.00218324 0.00224082 0.00217217 0.000425747 0.00227006 0.00218588 0.00230419
internal_weight=0 2312 2258 2205 2147 114 2033 1953 1856
internal_count=2399 2312 2258 2205 2147 114 2033 1953 1856
is_linear=0
shrinkage=0.0066716


Tree=675
num_leaves=26
num_cat=0
split_feature=1 2 15 39 1 2 51 1 475 1 1 12 12 12 15 12 4 49 15 2 15 133 15 1456 15
split_gain=988.091 167.084 90.3576 88.6338 44.7947 43.5074 42.428 23.9172 20.9925 21.5536 16.8143 16.5193 9.6949 9.20567 12.9314 16.099 8.99862 7.91222 7.87924 6.91052 5.23203 5.00928 4.0583 3.9989 2.22373
threshold=0.10538500000000002 0.13733000000000004 -0.092059999999999989 0.081875000000000017 0.093595000000000025 0.090000000000000011 -1.0000000180025095e-35 0.14262000000000002 -0.08230999999999998 0.089710000000000026 0.12895500000000001 0.11769500000000001 0.09202500000000001 0.09141500000000001 -0.14068999999999995 0.077755000000000005 0.50230500000000011 -0.052259999999999994 0.041820000000000003 0.084360000000000004 0.09167500000000002 0.087950000000000014 -0.077134999999999995 0.056265000000000009 0.086885000000000004
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 10 5 -5 13 -4 -3 -7 11 16 12 18 14 -1 -16 -2 -8 -10 20 -15 23 -14 -17 -23
right_child=1 7 6 4 -6 8 17 -9 9 -11 -12 -13 22 19 15 21 -18 -19 -20 -21 -22 24 -24 -25 -26
leaf_value=0.0096274640519475214 0.003905682289220926 0.0030425012429275175 0.0075857664820613629 0.0074028085298660021 0.0045173971048806981 0.0089310633382567312 0.0060588511602598979 0.0010754137003080671 0.0079618332384365532 0.0064262591642169648 0.0030007970986374809 0.0065101975691275044 0.0080450290808986562 0.0073087314153268924 0.007474804604715681 0.0086029786882639483 0.0051960899105846694 0.0049147651085472786 0.0089633249043007748 0.0087177914829875153 0.0081475402783148295 0.0084329153599466133 0.007440534223718499 0.0092517043387337506 0.0078138416060447337
leaf_weight=53 60 77 75 59 52 65 57 54 149 74 58 52 78 71 76 521 52 69 56 53 85 70 226 55 55
leaf_count=53 60 77 75 59 52 65 57 54 149 74 58 52 78 71 76 521 52 69 56 53 85 70 226 55 55
internal_value=0 0.00443128 0.00520785 0.00801455 0.0060513 0.00813985 0.00623609 0.00223183 0.00770296 0.00757721 0.00399195 0.00772898 0.00785345 0.00843417 0.00854159 0.00846749 0.00450502 0.00543252 0.00823553 0.00800743 0.00776593 0.00857508 0.00759571 0.00866497 0.00816072
internal_weight=0 502 371 1850 111 1739 201 131 700 635 170 561 509 1039 830 777 112 126 205 209 156 701 304 576 125
internal_count=2352 502 371 1850 111 1739 201 131 700 635 170 561 509 1039 830 777 112 126 205 209 156 701 304 576 125
is_linear=0
shrinkage=0.00226508


Tree=676
num_leaves=12
num_cat=0
split_feature=12 1375 0 13 0 11 0 484 484 133 483
split_gain=16.7287 8.66837 13.8187 8.89966 23.7009 11.7533 8.64427 8.50671 13.8479 7.94997 7.46253
threshold=0.13969000000000004 -0.13067499999999996 -0.18901999999999997 0.10637500000000001 -0.059114999999999994 0.08976000000000002 -0.23211999999999997 0.088435000000000014 0.085435000000000025 -0.006494999999999999 0.091685000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 5 -5 7 -3 8 9 -4 -9
right_child=-2 2 3 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00060930266302745644 -0.0017531707956655368 0.0027562579829949704 0.0029613409250405097 0.0026097724823769147 -0.0034217912913477367 0.0055471866131833834 0.0067915983171305131 0.0054038022448273755 -0.0015564407724146733 0.0019005815366742211 0.0019455433834952764
leaf_weight=53 55 54 531 98 52 58 57 80 52 1207 55
leaf_count=53 55 54 531 98 52 58 57 80 52 1207 55
internal_value=0 0.00227618 0.00234436 0.00221502 0.000518316 0.00234333 0.00482915 0.00224675 0.00211483 0.00222471 0.00399545
internal_weight=0 2297 2244 2133 150 1983 111 1925 1790 1738 135
internal_count=2352 2297 2244 2133 150 1983 111 1925 1790 1738 135
is_linear=0
shrinkage=0.00722155


Tree=677
num_leaves=10
num_cat=0
split_feature=3 2 14 15 41 1443 1453 52 3
split_gain=18.4606 12.9113 8.88914 14.3251 8.82538 8.99559 11.0798 9.96653 4.60682
threshold=0.31370500000000007 0.13631000000000001 -0.10708499999999999 -0.41971499999999995 0.083975000000000008 0.084655000000000022 -0.064249999999999988 -0.56022499999999986 -0.046329999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 -3
right_child=-2 8 3 4 -6 -7 7 -9 -10
leaf_value=0.0035160112940097409 -0.0011594470460052891 0.0009934731216033315 -0.0013314191098671669 -0.00066044923752639386 -0.00052605567219174269 0.0038643119186816438 0.0039950168975208126 0.0015861024329817482 -0.0011262135326357407
leaf_weight=68 83 53 52 64 58 53 53 1795 73
leaf_count=68 83 53 52 64 58 53 53 1795 73
internal_value=0 0.0014681 0.00156821 0.00150435 0.00157727 0.00163938 0.00157768 0.00165522 -0.000234136
internal_weight=0 2269 2143 2075 2023 1965 1912 1848 126
internal_count=2352 2269 2143 2075 2023 1965 1912 1848 126
is_linear=0
shrinkage=0.00547303


Tree=678
num_leaves=13
num_cat=0
split_feature=3 132 12 3 13 42 11 4 1375 457 3 43
split_gain=12.7707 6.79664 11.8604 8.66823 8.29619 16.5062 12.005 8.51234 6.38844 15.6954 4.67674 3.56627
threshold=0.31370500000000007 0.083835000000000007 0.085495000000000015 -0.23303499999999996 0.060910000000000013 -0.095234999999999986 0.075910000000000019 -0.048624999999999995 -0.096099999999999977 0.087495000000000017 -0.097224999999999992 -0.078959999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 8 -7 -5 10 -10 -4
right_child=-2 2 11 4 5 7 -8 -9 9 -11 -12 -13
leaf_value=0.0036401344113784649 -0.0011298592381910125 -0.0020500571995265594 0.00045654393337890299 -0.00070519562745787541 0.0029640492674563993 0.00062472660008017829 0.0045785665951113379 -0.0025265690479585141 -0.00042295128039173795 0.0046175405885276874 0.0015131822341843059 0.0024659844046564152
leaf_weight=78 83 61 86 52 63 69 54 72 53 67 1551 63
leaf_count=78 83 61 86 52 63 69 54 72 53 67 1551 63
internal_value=0 0.00143063 0.000331268 0.00154273 0.00146011 0.000234943 0.00160072 -0.00098396 0.00150735 0.00157624 0.00144917 0.00130663
internal_weight=0 2269 210 2059 1981 204 1777 141 1723 1671 1604 149
internal_count=2352 2269 210 2059 1981 204 1777 141 1723 1671 1604 149
is_linear=0
shrinkage=0.00641253


Tree=679
num_leaves=27
num_cat=0
split_feature=1 52 2 52 2 14 15 12 48 1 15 1 15 43 12 1 2 15 52 2 133 3 51 43 12 12
split_gain=1078.75 243.036 116.567 103.705 77.9421 62.1897 48.8667 40.1862 28.2315 25.0817 21.8665 21.1134 15.7827 13.5515 11.5821 11.0315 10.2197 8.91624 7.61849 20.1754 7.36361 6.10441 5.99354 8.55422 3.69667 3.19591
threshold=0.10312500000000001 -0.41304999999999997 0.14271500000000001 0.12492500000000002 0.095935000000000006 0.062655000000000016 -0.077559999999999976 -0.029844999999999997 -1.0000000180025095e-35 0.13130500000000003 -0.025694999999999999 0.082265000000000019 -0.077134999999999995 -0.010064999999999999 0.11461500000000001 0.094005000000000019 0.090000000000000011 -0.14068999999999995 -0.064819999999999989 0.084275000000000003 0.056015000000000002 -0.097094999999999987 0.092460000000000014 -0.0010499999999999999 0.094685000000000005 0.095935000000000006
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=4 -2 3 6 5 8 9 -6 -1 13 -8 12 -9 -3 20 16 18 -4 19 -10 -14 -20 23 -18 -17 -22
right_child=1 2 17 -5 7 -7 10 11 15 -11 -12 -13 14 -15 -16 24 22 -19 21 -21 25 -23 -24 -25 -26 -27
leaf_value=0.0059757520892125045 0.0080892424894752849 0.0023838997219883962 0.0017462446078825042 0.0064614495840441804 0.0048812426651899752 0.010200714416841099 0.0055447971728740482 0.0074826819650426228 0.0062596039165805917 0.0013063750266684051 0.0035178998273196582 0.0080169758463149877 0.0060887959860412271 0.0037753595989195132 0.005412599581587409 0.0065738772461105838 0.0075034610854689734 0.00040510333005210801 0.008771812894470838 0.0080116010492202929 0.0074372369681006308 0.0079446041762353831 0.0080720846304732571 0.0064544678039657969 0.0074444698778223265 0.0066228930593046093
leaf_weight=52 62 72 54 66 60 53 55 90 52 57 59 75 79 78 55 54 138 52 52 109 52 659 52 60 52 53
leaf_count=52 62 72 54 66 60 53 55 90 52 57 59 75 79 78 55 54 138 52 52 109 52 659 52 60 52 53
internal_value=0 0.00377775 0.00323548 0.00382347 0.0074629 0.0077469 0.003281 0.00664697 0.00764527 0.00261175 0.00449601 0.00690915 0.00665653 0.00310762 0.00634532 0.00771595 0.00778345 0.00108856 0.00790191 0.00744589 0.00662399 0.00800514 0.00737017 0.00718571 0.00700119 0.00702642
internal_weight=0 555 493 387 1797 1333 321 464 1280 207 114 404 329 150 239 1228 1122 106 872 161 184 711 250 198 106 105
internal_count=2352 555 493 387 1797 1333 321 464 1280 207 114 404 329 150 239 1228 1122 106 872 161 184 711 250 198 106 105
is_linear=0
shrinkage=0.00231039


Tree=680
num_leaves=25
num_cat=0
split_feature=1 12 4 0 4 15 16 376 47 15 0 1 12 1 1 16 16 4 0 16 15 42 0 12
split_gain=948.788 202.457 118.11 72.3772 43.5395 34.9809 86.9008 33.7028 36.7807 31.3024 29.3344 26.5516 25.7551 20.6548 17.2163 15.2544 13.7773 13.4512 17.0584 14.2648 13.008 10.1417 6.35158 2.67916
threshold=0.10141500000000002 0.085090000000000013 0.30163500000000004 -0.074274999999999994 0.22738500000000003 0.03981500000000001 0.081265000000000018 0.086100000000000024 0.098400000000000015 -0.15614499999999998 -0.11471499999999998 0.11726500000000001 0.054520000000000006 0.13301500000000002 0.07635500000000002 -0.038799999999999994 -0.24235499999999996 0.054560000000000004 -0.096374999999999975 0.0060650000000000009 -0.021954999999999999 0.089905000000000013 -0.065064999999999998 0.096370000000000025
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 7 11 4 9 6 -5 8 10 -1 16 23 15 -12 22 -11 -2 18 -14 -20 21 -8 -7 -3
right_child=1 2 -4 5 -6 14 20 -9 -10 12 13 -13 17 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0082248454577770781 0.0039776298562608451 0.0068604686856552346 0.0023519732265022083 0.0031064324204599621 0.0048875850239117466 0.0063733930520076185 0.0047862764799810296 0.0010168748972367249 0.0042786642903040791 0.0049735584865630887 0.0025191106009692854 0.0047928117391531407 0.0076301390918318756 0.00096833697558166242 0.0073035437339154874 0.0064713763838759389 0.0026122769748513461 0.0059151441287969972 0.006835865190801157 0.0060929729505448211 0.0065447506371166392 0.0060650740193401564 0.0053964255878418002 0.0061936037363383191
leaf_weight=57 55 52 52 63 56 62 52 52 58 56 85 58 100 63 58 59 72 74 826 126 77 53 52 52
leaf_count=57 55 52 52 63 56 62 52 52 58 56 85 58 100 63 58 59 72 74 826 126 77 53 52 52
internal_value=0 0.00344293 0.00504282 0.00642992 0.00666018 0.00568223 0.00518389 0.00255359 0.00279349 0.00673663 0.00248018 0.00590641 0.00666826 0.00185913 0.00639194 0.00574219 0.00320374 0.00676282 0.00682243 0.00673756 0.00590288 0.00543197 0.00592795 0.00652725
internal_weight=0 599 214 1771 1354 417 245 385 333 1298 275 162 1241 148 172 115 127 1126 1052 952 182 105 114 104
internal_count=2370 599 214 1771 1354 417 245 385 333 1298 275 162 1241 148 172 115 127 1126 1052 952 182 105 114 104
is_linear=0
shrinkage=0.00205156


Tree=681
num_leaves=30
num_cat=0
split_feature=1 12 2 2 13 48 2 12 2 12 40 0 0 159 42 15 42 1 3 2 42 13 12 133 16 131 0 12 50
split_gain=1344.09 274.744 184.646 82.3611 38.5185 39.0424 35.5695 37.334 28.797 36.8451 24.9578 26.5106 23.1571 19.3236 18.7529 23.7169 19.7696 17.7695 13.8891 13.0993 11.4435 18.5587 9.34704 3.65059 3.21605 3.20744 3.19751 3.19058 2.89605
threshold=0.10141500000000002 0.085090000000000013 0.114805 0.090000000000000011 -0.0042049999999999995 0.084620000000000015 0.12708000000000003 -0.011819999999999999 0.064660000000000009 0.08536500000000001 -0.063404999999999989 -0.10946999999999998 -0.096374999999999975 0.082585000000000006 0.077855000000000021 0.041820000000000003 -0.0015249999999999999 0.11378500000000001 -0.08397499999999998 0.085730000000000015 0.084835000000000008 -0.085164999999999977 0.093840000000000021 0.087720000000000006 -0.0083249999999999973 0.088610000000000008 -0.083604999999999985 0.096535000000000024 0.090150000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 17 8 10 -6 7 -5 9 -1 -2 -12 19 14 15 16 -9 -3 -16 -10 23 -22 25 24 26 28 -14 -20 -11
right_child=1 2 -4 6 5 -7 -8 13 12 22 11 -13 20 -15 18 -17 -18 -19 27 -21 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0044365815054284077 0.0019703078189131128 0.0060868733587234724 0.0012965394092022393 0.0042064835637399406 0.0017304480366458199 0.0037827878742247257 0.0040279139448573384 0.0054383514416140796 0.0079820487848877315 0.0069676036987152577 0.0016642412084038941 -5.9568040924985585e-05 0.0067979969491182221 0.006680773705059235 0.0068004744692292743 0.0060818711658449532 0.0040149862425510399 0.0048017004684704975 0.0059234006902999358 0.0067640102646947019 0.0066655367442507215 0.005500068132157131 0.0056713053592507313 0.0062103671260954211 0.0070749345276076535 0.0061362165467521842 0.0063377136117766433 0.0053921991368397343 0.0063534506058477167
leaf_weight=52 103 86 52 59 91 56 53 82 64 56 60 75 152 84 65 86 66 76 160 69 103 102 85 60 80 79 93 59 62
leaf_count=52 103 86 52 59 91 56 53 82 64 56 60 75 152 84 65 86 66 76 160 69 103 102 85 60 80 79 93 59 62
internal_value=0 0.00271045 0.00446664 0.00606055 0.00173423 0.00251243 0.00555308 0.00567534 0.00640333 0.00593325 0.00125348 0.000706417 0.00662046 0.00581927 0.00567952 0.00527357 0.00480375 0.00548408 0.00601393 0.00735029 0.0064559 0.00608575 0.00620916 0.00665294 0.00673458 0.00644113 0.00662336 0.00578039 0.00664509
internal_weight=0 599 214 1771 385 147 714 661 1057 334 238 135 723 602 518 234 148 162 284 133 590 205 282 385 325 197 245 219 118
internal_count=2370 599 214 1771 385 147 714 661 1057 334 238 135 723 602 518 234 148 162 284 133 590 205 282 385 325 197 245 219 118
is_linear=0
shrinkage=0.00193323


Tree=682
num_leaves=23
num_cat=0
split_feature=1 12 1 4 1 0 1 160 16 11 15 4 0 50 4 0 4 0 16 131 1 12
split_gain=907.219 157.745 90.4815 46.5969 37.9006 31.9289 52.1931 30.0056 26.2315 22.4182 16.032 14.5003 13.9642 11.9869 11.5698 10.6723 10.4685 12.7194 7.91203 3.3975 2.92703 3.62324
threshold=0.10141500000000002 0.085090000000000013 0.11869500000000001 -0.029369999999999997 0.12072500000000001 -0.079119999999999982 0.092415000000000011 -0.077799999999999994 -0.13895999999999997 1.0000000180025095e-35 -0.035449999999999988 0.029980000000000003 -0.13314999999999996 0.10883000000000001 -0.47860499999999995 -0.037794999999999995 0.049545000000000006 -0.096374999999999975 -0.14483499999999996 0.093130000000000018 0.079020000000000021 0.091955000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 10 -2 11 6 9 -7 -6 12 -3 -5 -1 16 -9 19 17 -14 -18 20 21 -16
right_child=1 2 -4 4 8 7 -8 14 -10 -11 -12 -13 13 -15 15 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0055928104764277481 0.0043435524782899117 0.0050171983233912231 0.0030792895432375715 0.0024269348727621628 0.0023894028486719323 0.0047627769660156466 0.004842784792422671 0.006688420296496583 0.00081968014496182145 0.0075584932317709066 0.006311916288545545 0.0035509732588211449 0.0074625210872584554 0.005765985877482646 0.0063942508209212136 0.0050403494317501473 0.0064411295307179473 0.0064976201767846528 0.0053961516059459922 0.006391287400876168 0.0055615413314253018 0.0058468806051815451
leaf_weight=80 54 70 76 72 100 90 81 67 62 59 68 97 53 92 59 53 53 719 52 55 81 177
leaf_count=80 54 70 76 72 100 90 81 67 62 59 68 97 53 92 59 53 53 719 52 55 81 177
internal_value=0 0.00343586 0.00474056 0.00271059 0.00244412 0.00613425 0.00631248 0.0057701 0.00178877 0.0064199 0.00565532 0.00307221 0.00635584 0.00641882 0.00595433 0.00583855 0.00648728 0.00656389 0.00592381 0.00595222 0.00587597 0.00598381
internal_weight=0 599 214 385 331 1771 1189 582 162 1108 138 169 1049 969 492 425 877 772 105 372 317 236
internal_count=2370 599 214 385 331 1771 1189 582 162 1108 138 169 1049 969 492 425 877 772 105 372 317 236
is_linear=0
shrinkage=0.00189532


Tree=683
num_leaves=14
num_cat=0
split_feature=15 3 15 15 39 124 3 160 42 403 51 40 49
split_gain=14.8427 17.2458 21.1647 15.0392 9.54904 9.25627 8.53333 22.4635 13.0602 6.37731 4.49283 4.2861 4.42281
threshold=-0.26826999999999995 0.11191000000000002 -0.019239999999999997 -0.4680149999999999 0.099745000000000014 -0.086289999999999992 -0.10175499999999998 -0.034034999999999989 0.077855000000000021 -0.52374999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07107999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 5 -2 7 -7 10 -8 -9 -11 -13
right_child=1 2 -4 -5 -6 6 9 8 -10 11 -12 12 -14
leaf_value=0.0017168065991010825 -5.9546442778910402e-05 0.0015880246636532148 -0.002376329934391048 -0.0010885590502567424 -0.0001285372052406813 -0.0014438227640313883 0.00090295984081809717 0.002301571330105077 0.0036612951860408483 0.0033375938084142069 0.00055167956346828561 0.0031774516290624067 0.0021156150452507254
leaf_weight=97 53 91 52 91 54 60 91 55 75 85 105 104 1357
leaf_count=97 53 91 52 91 54 60 91 55 75 85 105 104 1357
internal_value=0 0.00181058 0.000146071 0.000358609 0.00192729 0.00198325 0.00203931 0.00126283 0.00195411 0.00217921 0.00115354 0.0022543 0.00219124
internal_weight=0 2182 143 188 2039 1985 1932 295 235 1637 160 1546 1461
internal_count=2370 2182 143 188 2039 1985 1932 295 235 1637 160 1546 1461
is_linear=0
shrinkage=0.00495709


Tree=684
num_leaves=24
num_cat=0
split_feature=1 12 133 4 0 52 4 0 0 52 4 1 4 42 133 402 0 43 15 52 133 4 42
split_gain=20.0231 12.2273 15.6742 8.99643 17.0653 10.3769 6.78584 7.81367 8.57228 7.6071 6.04445 14.9915 6.00555 6.06788 3.98278 4.82084 3.88376 3.7657 4.52458 3.49842 1.90579 1.09926 0.73428
threshold=0.10141500000000002 -0.12529499999999996 -0.006304999999999999 -0.0083249999999999973 -0.034179999999999995 -0.080429999999999988 0.24099500000000004 -0.14151499999999997 -0.10417499999999999 -0.069034999999999985 -0.11205499999999999 0.081540000000000015 0.066275000000000014 0.093655000000000002 0.11667000000000001 -0.088779999999999984 -0.14822499999999997 0.024635000000000004 0.11315500000000002 -0.27209499999999992 -0.42671999999999993 -0.080164999999999986 0.10040000000000002
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 5 12 19 7 9 -9 -1 11 -10 -5 16 17 22 -14 18 -12 -4 -19 -17 -16
right_child=1 2 3 4 -6 -7 -8 8 10 -11 14 -13 13 -15 15 21 -18 20 -20 -21 -22 -23 -24
leaf_value=0.0053940714180769058 0.0035767712148858403 -0.0024980077726546295 0.0020086124017244999 -0.0020560565665653672 0.0034356978214921652 0.0042793986211756858 -0.00010959752861607988 -0.00043228960120570158 -0.00096044266680896714 0.0023955038707642578 0.0026295708526087643 0.0030878649410063718 -0.00018368314563550398 -0.0014803145689866737 0.0029073483107678738 0.0011989915065333068 0.0019712092382336332 0.0021907621284463956 0.0010550803707996684 -2.0932627764899653e-05 0.00080753425195136846 -3.9167183299763578e-05 0.0019086738689855934
leaf_weight=53 54 59 66 65 52 52 52 52 76 82 942 64 64 61 52 52 63 73 75 63 79 57 62
leaf_count=53 54 59 66 65 52 52 52 52 76 82 942 64 64 61 52 52 63 73 75 63 79 57 62
internal_value=0 0.000778998 0.000501667 0.00086596 0.000219712 0.00195458 0.0020828 0.00214916 0.00202775 0.00357321 0.00211129 0.000889742 -0.000441021 0.00011702 0.0022341 0.00147848 0.000884761 0.00237819 0.00251352 0.00101693 0.00147228 0.00055091 0.00236479
internal_weight=0 599 545 486 305 181 1771 1719 1584 135 1532 140 253 188 1392 223 127 1169 1017 129 152 109 114
internal_count=2370 599 545 486 305 181 1771 1719 1584 135 1532 140 253 188 1392 223 127 1169 1017 129 152 109 114
is_linear=0
shrinkage=0.00616352


Tree=685
num_leaves=29
num_cat=0
split_feature=12 12 9 13 43 43 13 40 12 51 124 160 13 43 150 51 49 133 51 48 160 484 130 12 49 160 133 133
split_gain=540.242 139.69 114.902 129.481 83.4449 57.7973 50.9147 42.9736 29.1544 26.2771 18.6728 17.7829 16.4533 13.1571 8.62472 8.58906 7.76299 7.60363 7.03168 9.87766 5.95202 6.57075 4.99785 3.6522 2.95989 1.70938 1.51932 0.979714
threshold=0.077755000000000005 0.099815000000000015 -1.0000000180025095e-35 -0.28558999999999996 -0.031974999999999996 -0.095244999999999982 -0.070529999999999995 -1.0000000180025095e-35 0.086795000000000011 -0.086894999999999986 -0.081324999999999981 -1.0000000180025095e-35 0.10809000000000001 -0.093419999999999989 0.083205000000000015 -0.093639999999999987 0.097940000000000013 0.056015000000000002 -0.013119999999999998 0.088580000000000006 -0.019794999999999997 0.08733500000000001 -0.0015749999999999998 0.084115000000000009 -1.0000000180025095e-35 0.038795000000000003 -0.0073049999999999999 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 -1 -4 5 -5 -3 -6 13 -9 -7 -11 16 -2 15 -10 17 -8 -17 22 21 23 -20 -15 -13 26 27 -22
right_child=1 6 3 4 7 10 12 9 14 11 -12 24 -14 20 -16 18 -18 -19 19 -21 25 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0014747566061696369 0.0080361871250446294 0.0030727236099559424 0.0020155065149510807 0.0053328585595679252 0.0072532133326425425 0.0034897824069754163 0.005574316457265382 0.006320510656364093 0.0057983482948323799 0.0056589727985525756 0.0017608899820583911 0.0038254412598918821 0.0045564287927639651 0.0058494714222783557 0.0055629602077982305 0.0071953739778831622 0.005011856615839627 0.0065783597494751692 0.006966356048116751 0.0056403039089185118 0.0069680262238349857 0.0072105251522171692 0.0064381477200940078 0.0066443934023491542 0.0045202286593980104 0.0074066561408863956 0.0067692875878044142 0.0073902467863812601
leaf_weight=77 55 53 97 62 54 69 88 62 93 58 52 57 79 52 59 64 53 61 102 67 59 53 548 60 61 69 82 53
leaf_count=77 55 53 97 62 54 69 88 62 93 58 52 57 79 52 59 64 53 61 102 67 59 53 548 60 61 69 82 53
internal_value=0 0.00629779 0.00397198 0.00430811 0.00477623 0.0036232 0.005031 0.00549878 0.00659658 0.00510061 0.00274698 0.00467074 0.00540027 0.00703123 0.00637155 0.00642611 0.00573017 0.00598552 0.00650083 0.0064388 0.00690204 0.006576 0.00652107 0.00627553 0.00418481 0.00710649 0.00699961 0.00716803
internal_weight=0 1750 649 572 475 183 334 292 1416 238 121 176 281 483 933 874 202 149 781 717 428 165 650 112 118 263 194 112
internal_count=2399 1750 649 572 475 183 334 292 1416 238 121 176 281 483 933 874 202 149 781 717 428 165 650 112 118 263 194 112
is_linear=0
shrinkage=0.00217713


Tree=686
num_leaves=24
num_cat=0
split_feature=4 15 51 15 15 16 4 4 43 124 16 4 51 475 4 52 4 156 4 16 48 13 43
split_gain=21.3503 26.5922 14.1818 19.2376 31.1176 15.2936 11.8074 10.2826 8.39709 7.99726 8.2019 12.2178 17.7489 7.58774 7.7758 8.89141 7.18169 5.61671 4.06188 3.91383 2.99924 5.04929 4.24789
threshold=0.36766000000000004 -0.42759999999999992 0.07955000000000001 0.022565000000000005 -0.070049999999999987 -0.07662999999999999 -0.081759999999999985 0.51286500000000013 -0.077824999999999991 -0.085124999999999992 -0.072534999999999988 0.032965000000000001 -0.40771999999999992 -0.085684999999999997 -0.0068249999999999986 0.0074400000000000013 0.0030100000000000001 0.08759500000000002 -0.088784999999999989 -0.51433499999999988 0.085510000000000017 0.0043500000000000006 0.0054600000000000004
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 7 9 4 5 8 -5 -2 -4 -1 18 13 -13 17 15 -15 -16 -12 -11 -3 21 22 -20
right_child=1 19 3 6 -6 -7 -8 -9 -10 10 11 12 -14 14 16 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=0.003736935407028769 0.0037073102876591267 -0.0010559610363733006 0.0014291778544061498 0.00435907319540708 -0.0040015972039659205 0.0032061413385966703 0.00062085891897985463 0.00046943532578035374 -0.0015237856900417127 0.0037980825208241589 0.0040013938020484596 0.001716275694467714 -0.0025499564077410869 0.00077105365907034372 0.0039942202530335183 0.0022160281576982257 0.0012827984437850774 0.001557003480004219 0.002512625045202322 -0.0030572679265884911 0.0034532087055004321 0.00055221841920069471 0.0013187088710391889
leaf_weight=71 52 77 54 58 56 60 52 82 74 52 74 71 57 437 70 202 58 52 388 54 52 67 129
leaf_count=71 52 77 54 58 56 60 52 82 74 52 74 71 57 437 70 202 58 52 388 54 52 67 129
internal_value=0 -5.6856e-05 0.00165659 0.000615441 -0.000275593 0.000833957 0.00259247 0.00172638 -0.000277529 0.00186361 0.00178575 0.00146177 -0.000183056 0.0016976 0.0014847 0.00122793 0.00276608 0.00299308 0.00226645 -0.00188139 0.00214113 0.0020242 0.00221484
internal_weight=0 265 2134 354 244 188 110 134 128 1780 1709 1021 128 893 767 639 128 126 688 131 636 584 517
internal_count=2399 265 2134 354 244 188 110 134 128 1780 1709 1021 128 893 767 639 128 126 688 131 636 584 517
is_linear=0
shrinkage=0.00569414


Tree=687
num_leaves=20
num_cat=0
split_feature=1 52 1 12 4 10 1 123 4 14 0 0 0 4 12 4 0 1 3
split_gain=1224.2 263.165 118.445 105.436 93.5314 60.6707 57.9433 48.0924 41.4328 36.0794 62.4238 32.0849 24.5628 20.9538 18.7242 29.6728 13.3403 13.2486 9.28051
threshold=0.104035 -0.41304999999999997 0.13130500000000003 0.088745000000000004 0.043850000000000007 -1.0000000180025095e-35 0.083555000000000018 1.0000000180025095e-35 0.50373500000000015 0.062655000000000016 -0.11073999999999999 0.12500000000000003 -0.11208499999999998 0.094510000000000025 0.087805000000000008 -0.38908499999999996 -0.066849999999999979 0.11414000000000001 -0.072579999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 7 -4 12 9 -7 10 -1 14 -6 -3 15 -12 -16 -15 -14
right_child=1 2 5 -5 6 8 -8 -9 -10 -11 11 -13 18 17 16 -17 -18 -19 -20
leaf_value=0.018119862266768542 0.020815093384674771 0.015048558178018024 0.01224225925969848 0.018892643907851895 0.020931582956941492 0.016389223286017825 0.017018419000154061 0.018382357379867899 0.013782432026865387 0.022312162922388436 0.02261865895269001 0.018837275170272203 0.019558566485041094 0.01725763970682042 0.020546578256344643 0.020803646755822011 0.01969253357440515 0.015648868456189281 0.018332972948977334
leaf_weight=57 62 102 54 82 54 69 61 56 62 61 53 54 89 59 644 557 117 52 54
leaf_count=57 62 102 54 82 54 69 61 56 62 61 53 54 89 59 644 557 117 52 54
internal_value=0 0.0163344 0.0157556 0.016665 0.0202813 0.0143054 0.0189891 0.0204898 0.0151557 0.0205662 0.0204943 0.0205893 0.0195992 0.0158073 0.0206583 0.0209614 0.0204153 0.0165042 0.0190959
internal_weight=0 542 480 295 1857 185 258 1599 131 1543 1482 1425 197 213 1371 610 761 111 143
internal_count=2399 542 480 295 1857 185 258 1599 131 1543 1482 1425 197 213 1371 610 761 111 143
is_linear=0
shrinkage=0.00231039


Tree=688
num_leaves=15
num_cat=0
split_feature=4 12 3 14 12 3 40 484 3 4 48 12 4 160
split_gain=18.6755 20.9865 14.221 6.1976 7.81742 16.8347 5.3252 5.19653 10.2592 5.10758 4.98533 3.87814 2.94208 1.64419
threshold=0.36766000000000004 0.054520000000000006 0.11745500000000002 0.076175000000000007 -0.083994999999999986 -0.011659999999999998 -0.024094999999999995 -0.084699999999999984 -0.15500999999999998 -0.0086999999999999977 -1.0000000180025095e-35 0.11844 0.50373500000000015 0.043720000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 -2 9 -9 13 -10 -12 -8 -6
right_child=1 -3 -4 -5 7 -7 12 8 10 -11 11 -13 -14 -15
leaf_value=-0.0018982076491472744 0.0029958286374698667 -0.0027341064640276974 8.9052946469617118e-05 0.0045062605848785638 0.0051603906526526281 0.0030145169211257218 0.0020102939373381171 0.00032490963067520039 0.0046265508488578027 0.0022393998479905901 0.0026358885892824985 0.0010127741427668161 -1.3331361257124668e-05 0.0036298921687695088
leaf_weight=52 77 61 102 70 66 70 52 87 52 70 1443 66 75 56
leaf_count=52 77 61 102 70 66 70 52 87 52 70 1443 66 75 56
internal_value=0 0.000631562 0.00247295 0.00259258 0.00252427 0.000919996 0.00163831 0.00263061 0.00251183 0.00364978 0.00263366 0.00256494 0.00081469 0.00445844
internal_weight=0 265 2134 2032 1962 122 204 1840 1648 192 1561 1509 127 122
internal_count=2399 265 2134 2032 1962 122 204 1840 1648 192 1561 1509 127 122
is_linear=0
shrinkage=0.00654078


Tree=689
num_leaves=20
num_cat=0
split_feature=1 4 0 12 1 16 12 48 157 157 156 12 16 4 13 474 49 475 13
split_gain=16.1423 10.5801 20.8027 14.5552 9.19243 12.5679 20.5242 31.601 5.38056 13.8982 5.73028 6.8627 7.80501 8.89701 5.67912 5.39369 5.1353 4.75096 3.19487
threshold=0.104035 -0.17689999999999997 0.0037850000000000002 -0.096234999999999987 0.13554500000000003 -0.42372999999999994 0.088745000000000004 0.085130000000000025 -0.08205999999999998 -0.076119999999999979 0.083125000000000018 -0.09168999999999998 0.25032500000000008 -0.15450999999999995 -0.070834999999999995 0.087035000000000015 -0.0087399999999999995 -0.084049999999999986 -0.04917499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 -5 7 -7 15 -10 11 -11 13 -13 -14 17 -15 -1 -12
right_child=1 2 -4 4 -6 6 -8 -9 9 10 18 12 14 16 -16 -17 -18 -19 -20
leaf_value=0.0048598989363305692 0.0034317146011360747 0.0040933364659573477 -0.0028104705805294164 0.0031120882857596098 -0.0011688074016577596 -0.0045623750864601034 0.0025472105737727561 0.0018720832434040613 -0.0011387162414960041 -0.00018121711275948538 0.0022119121224091214 0.0041773424068198544 0.0020915831770087425 0.00092227401146068651 -0.00058106081732343614 0.0014133908305765785 0.0021737487058673547 0.0026100269217363488 0.0042302644207378431
leaf_weight=66 54 52 61 86 85 59 88 57 54 56 54 78 52 141 72 58 1081 78 67
leaf_count=66 54 52 61 86 85 59 88 57 54 56 54 78 52 141 72 58 1081 78 67
internal_value=0 0.000842744 0.000556125 0.00103722 0.000613264 0.00113582 0.000302368 -0.00140005 0.00205196 0.00193594 0.00203969 0.00193415 0.00201738 0.00215833 0.000539195 0.0030022 0.0020294 0.00364168 0.00333006
internal_weight=0 542 488 427 375 290 204 116 1857 1655 1601 1480 1424 1300 124 202 1222 144 121
internal_count=2399 542 488 427 375 290 204 116 1857 1655 1601 1480 1424 1300 124 202 1222 144 121
is_linear=0
shrinkage=0.00616352


Tree=690
num_leaves=15
num_cat=0
split_feature=30 10 0 1 40 16 16 48 16 2 52 16 0 1375
split_gain=12.1831 13.1007 9.51502 10.9626 10.7351 9.37801 23.0378 9.33475 10.3251 8.55402 9.10691 14.1946 7.56341 7.1134
threshold=0.086065000000000016 -0.15367499999999998 -0.13740499999999997 0.13584500000000002 -0.067184999999999981 -0.0092499999999999978 -0.073494999999999991 0.094925000000000023 -0.34140499999999996 0.11366500000000002 -0.12329499999999999 -0.019164999999999998 0.12411500000000002 -0.066804999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 8 -3 12 -11 -12 13 -6
right_child=-2 2 3 -5 9 -7 -8 -9 -10 10 11 -13 -14 -15
leaf_value=-0.0015678479255758727 -0.0013281379637141942 0.0027363621336676794 0.0041752405974870548 0.0047094497600142973 0.0040494591031273452 -0.0015405784638336606 0.0051757888002850845 -0.0021390555234450854 -0.00093406645379209938 0.0026659578936876526 0.0015730220414003934 -0.0030571532219080856 0.0043941132450314845 0.0017595445563584888
leaf_weight=52 59 79 88 64 63 64 54 53 60 53 61 57 54 1482
leaf_count=52 59 79 88 64 63 64 54 53 60 53 61 57 54 1482
internal_value=0 0.00174177 0.00181891 0.00199387 0.00190029 0.000733909 0.00132594 0.000242793 0.00115149 0.00178715 0.000368377 -0.000662985 0.00193883 0.00185297
internal_weight=0 2284 2232 1922 1858 310 246 192 139 1770 171 118 1599 1545
internal_count=2343 2284 2232 1922 1858 310 246 192 139 1770 171 118 1599 1545
is_linear=0
shrinkage=0.0066716


Tree=691
num_leaves=12
num_cat=0
split_feature=3 3 3 42 3 0 3 4 3 41 129
split_gain=11.3756 6.35895 6.51442 5.97487 6.90873 5.28239 9.60227 7.7596 16.8855 8.84983 1.19897
threshold=0.31534000000000006 0.12991000000000003 0.10812000000000001 -0.093464999999999979 -0.087784999999999988 -0.22607999999999998 0.077930000000000013 -0.13833499999999996 -0.16048499999999996 0.080510000000000012 0.08653000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 -5 7 8 -7 -9 -1
right_child=-2 -3 -4 5 -6 6 -8 9 -10 -11 -12
leaf_value=0.002224085706605693 -0.0012339678710786809 0.0032979765875733829 -0.00089443520843880014 -0.00070218001409913717 0.0044703502704778793 0.0022162259082703409 0.0037530648847289333 0.0012960637962969291 -0.0021176535335940814 0.003765285022470873 0.0010397437576271271
leaf_weight=88 69 71 52 53 52 68 66 1622 81 62 59
leaf_count=88 69 71 52 53 52 68 66 1622 81 62 59
internal_value=0 0.00140843 0.0013475 0.00140173 0.0024606 0.00129375 0.00134949 0.00126291 -0.000139316 0.00138701 0.0017492
internal_weight=0 2274 2203 2151 199 1952 1899 1833 149 1684 147
internal_count=2343 2274 2203 2151 199 1952 1899 1833 149 1684 147
is_linear=0
shrinkage=0.00641253


Tree=692
num_leaves=12
num_cat=0
split_feature=150 43 14 52 151 48 51 51 48 133 150
split_gain=8.97042 13.7799 9.35425 8.58435 7.59109 7.74135 7.26447 10.6871 8.70339 7.9025 3.51925
threshold=0.089155000000000012 -0.07088499999999999 -0.10708499999999999 0.51524500000000006 0.032230000000000009 -0.08341999999999998 -0.15171499999999996 -0.091399999999999981 0.12118000000000002 0.087195000000000009 0.10635000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 4 5 -4 9 -8 -9 -7 -2
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.0031606108206025489 5.0154540617536924e-05 -0.0019171349590018515 -0.0012917044314281717 -0.0012681436686727357 0.0036318179974631987 0.0036347916515264075 -0.0011486059770214197 0.0012959234835692411 -0.0013700783431078568 0.00061901908477523756 0.0022170673326057096
leaf_weight=99 54 98 52 59 52 99 83 1567 52 56 72
leaf_count=99 54 98 52 59 52 99 83 1567 52 56 72
internal_value=0 -0.000113416 0.00123568 0.00114131 0.00121383 0.00114793 0.00121629 0.00109518 0.00121025 0.00254566 0.00128893
internal_weight=0 224 2119 2020 1961 1909 1857 1702 1619 155 126
internal_count=2343 224 2119 2020 1961 1909 1857 1702 1619 155 126
is_linear=0
shrinkage=0.00641253


Tree=693
num_leaves=22
num_cat=0
split_feature=1 1 12 4 1 0 10 12 14 0 12 0 4 0 12 159 4 15 15 15 4
split_gain=718.525 119.575 57.2074 53.4834 37.8884 30.9748 28.6652 32.7022 16.5646 44.1577 16.9928 23.0403 21.1816 19.9459 15.2726 12.8883 9.40593 6.01637 4.71058 2.89788 3.8504
threshold=0.10491000000000002 0.12419000000000001 0.085090000000000013 0.0071200000000000005 0.083555000000000018 -0.10566999999999999 -0.0079749999999999977 -0.042789999999999988 0.062655000000000016 -0.11208499999999998 0.091625000000000012 -0.060199999999999997 -0.49269499999999994 -0.066264999999999991 0.097940000000000013 0.083310000000000009 -0.00076499999999999995 -0.077559999999999976 -0.069929999999999978 0.09833500000000002 -0.011154999999999998
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 15 8 5 -5 -3 -8 9 -1 12 19 -11 16 -4 17 -14 -2 -7 20 -12
right_child=1 6 14 4 -6 18 7 -9 -10 10 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0046866110754997768 0.0034998460075222168 0.00094916582490932192 0.0061987404498569541 0.0069279485265010708 0.0042814133889136022 0.0057255508532544717 0.0018007172058448779 0.0036764287814456073 0.0075986678540452789 0.0078481841664366052 0.0066401347770166166 0.0052370301544404536 0.0065762905841562766 0.0053604868176344821 0.004666059349857879 0.0027519536896816474 0.0073062935278176439 0.004486468005119394 0.0049935279047507606 0.006083287907263678 0.0060231393582451144
leaf_weight=62 55 53 62 88 81 81 83 80 54 61 215 94 740 56 53 56 87 54 75 96 57
leaf_count=62 55 53 62 88 81 81 83 80 54 61 215 94 740 56 53 56 87 54 75 96 57
internal_value=0 0.00345671 0.00435922 0.00629355 0.00552248 0.00593438 0.00228669 0.00272145 0.00645818 0.00641621 0.00649247 0.00616297 0.0066537 0.00657116 0.00549257 0.00356918 0.00665311 0.00398884 0.00537376 0.00639942 0.00651092
internal_weight=0 496 280 1847 325 244 216 163 1522 1468 1406 462 944 883 115 165 827 109 156 368 272
internal_count=2343 496 280 1847 325 244 216 163 1522 1468 1406 462 944 883 115 165 827 109 156 368 272
is_linear=0
shrinkage=0.00209259


Tree=694
num_leaves=12
num_cat=0
split_feature=10 10 9 150 150 15 1429 3 52 147 49
split_gain=10.0554 7.76601 12.1445 6.32587 10.7607 7.49694 7.58385 11.433 8.05593 11.602 3.28566
threshold=0.058500000000000003 -0.094984999999999986 -1.0000000180025095e-35 0.091105000000000005 0.10479000000000001 -0.46319999999999995 0.084690000000000015 -0.081024999999999986 0.51524500000000006 0.085765000000000022 -0.050114999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 8 -8 9 -7 -6
right_child=-2 2 3 4 10 6 7 -9 -10 -11 -12
leaf_value=-0.001109489622105512 -0.001698905434416383 -0.0018268028965265244 0.0040816810196131689 -0.0021347060414660468 0.00024963975606990429 0.0015947713411271856 0.0016378993013811084 -0.0025495161370603092 -0.00091893645864353295 0.0045468677669921118 0.0024858676386138351
leaf_weight=59 52 53 54 59 59 1700 72 52 56 64 63
leaf_count=59 52 53 54 59 59 1700 72 52 56 64 63
internal_value=0 0.00132672 0.00139115 0.00146946 0.000250778 0.00157982 0.00151029 -0.000117528 0.00162124 0.00170192 0.00140501
internal_weight=0 2291 2232 2179 181 1998 1944 124 1820 1764 122
internal_count=2343 2291 2232 2179 181 1998 1944 124 1820 1764 122
is_linear=0
shrinkage=0.00680503


Tree=695
num_leaves=24
num_cat=0
split_feature=1 3 39 2 2 10 1 14 52 52 3 3 50 1 3 2 16 16 3 50 16 16 16
split_gain=873.431 104.425 96.7475 80.3632 62.1605 58.9896 56.7512 37.9884 33.2898 60.7017 28.2625 52.9601 18.8592 27.693 51.1484 16.5541 12.3847 9.17151 8.62218 5.9231 5.18326 4.01188 2.27513
threshold=0.10915500000000002 -0.031844999999999991 0.081875000000000017 0.114165 0.10515500000000001 -1.0000000180025095e-35 0.092655000000000015 0.062655000000000016 -0.41304999999999997 0.0029250000000000005 0.085315000000000016 0.30835000000000007 0.077805000000000013 0.078015000000000015 -0.096749999999999989 0.092300000000000007 -0.037154999999999994 -0.015159999999999998 -0.099169999999999994 0.10647500000000001 -0.0092499999999999978 -0.081109999999999974 -0.083479999999999985
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 3 4 -2 7 -3 -4 12 -6 -10 -7 -12 13 15 -15 18 -16 19 -1 22 -17 -21 -14
right_child=1 5 6 -5 8 10 -8 -9 9 -11 11 -13 17 14 16 20 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0069996020351697592 0.0051837667651505092 -0.00020190371395926879 0.0055780365678630376 0.0021943220816413116 0.0061252652834096573 0.0010983656217958436 0.0026492263188769047 0.007722853375172911 0.0032409723690148321 0.0056612364964488864 0.0040627430951510803 0.0014691077932715406 0.0068836287162024291 0.003596003576344198 0.0050478431159561663 0.0058470955919605622 0.0061439352363129975 0.0072594090965422357 0.0061803438324502013 0.00640417676132384 0.0051770179205986745 0.0056416381026592032 0.0063746989174297986
leaf_weight=63 87 57 53 72 80 68 64 61 87 95 68 70 66 59 66 133 145 54 564 54 83 71 99
leaf_count=63 87 57 53 72 80 68 64 61 87 95 68 70 66 59 66 133 145 54 564 54 83 71 99
internal_value=0 0.0024913 0.00581998 0.0038302 0.00594117 0.00168177 0.00397614 0.00610369 0.00499942 0.00450442 0.0022031 0.00274729 0.00603589 0.0059033 0.0053194 0.00609029 0.00580119 0.00646481 0.0062627 0.00631677 0.00558972 0.00597123 0.00657841
internal_weight=0 422 1897 159 1780 263 117 1518 262 182 206 138 1457 1113 270 843 211 344 627 290 216 125 165
internal_count=2319 422 1897 159 1780 263 117 1518 262 182 206 138 1457 1113 270 843 211 344 627 290 216 125 165
is_linear=0
shrinkage=0.00209259


Tree=696
num_leaves=21
num_cat=0
split_feature=4 15 48 2 1 4 48 0 43 3 4 15 3 474 13 0 481 0 1 15
split_gain=19.9495 9.34809 9.11065 8.37693 13.0146 19.9572 19.8275 8.06352 8.30723 6.54098 6.48312 7.47583 5.94366 4.70001 4.40785 4.03132 3.07788 2.11104 2.99392 2.78304
threshold=0.27287000000000006 -0.4680149999999999 0.10990500000000002 0.08647500000000001 0.088595000000000021 -0.14236999999999997 0.085775000000000004 0.040035000000000008 -0.14726499999999995 -0.12077499999999998 0.50373500000000015 -0.10165999999999999 -0.011659999999999998 0.081755000000000008 -0.083514999999999992 -0.066264999999999991 -0.049319999999999996 -0.079854999999999995 0.09202500000000001 0.088520000000000015
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 -2 3 9 7 -6 -7 8 -5 -1 11 -3 15 16 -15 17 -10 18 -11 -19
right_child=1 10 -4 4 5 6 -8 -9 13 12 -12 -13 -14 14 -16 -17 -18 19 -20 -21
leaf_value=0.0033172350673213984 0.0011228811402619263 0.00089821493906505406 0.0028694873849839739 0.0028088293659046361 0.0015803796864491755 -0.0041609974061033103 0.00016732238723478864 -0.00046881071036213598 0.0020271903720026525 0.0013971924363207048 -0.002425110479117071 -0.0017685946063076097 0.0027019015062578573 0.0010737331117117569 0.0031268920720173171 6.1599316193595549e-05 0.00079774344498063693 0.0028753686169772663 0.00015407513402721185 0.0013811458380584259
leaf_weight=55 87 66 92 90 88 52 67 78 63 449 58 52 92 59 57 68 540 57 61 88
leaf_count=55 87 66 92 90 88 52 67 78 63 449 58 52 92 59 57 68 540 57 61 88
internal_value=0 -0.000287431 0.0012511 0.00117527 0.000868777 -0.000318722 -0.00172357 0.00114597 0.00130173 0.0015606 -0.000984893 -0.000276513 0.00144199 0.001113 0.0020831 0.00128159 0.000926286 0.00140816 0.00124862 0.00196892
internal_weight=0 263 2056 1964 1094 207 119 887 809 870 176 118 815 719 116 723 603 655 510 145
internal_count=2319 263 2056 1964 1094 207 119 887 809 870 176 118 815 719 116 723 603 655 510 145
is_linear=0
shrinkage=0.00526051


Tree=697
num_leaves=16
num_cat=0
split_feature=4 1 3 1 4 12 11 4 0 4 124 4 52 4 4
split_gain=843.523 210.135 108.937 58.3411 42.0098 32.7731 27.9072 27.4214 38.2069 20.5013 17.0163 11.8128 10.6143 10.396 5.40714
threshold=0.30163500000000004 0.10384000000000002 -0.036844999999999996 0.12958500000000003 -0.025694999999999999 0.11769500000000001 1.0000000180025095e-35 -0.49013999999999996 -0.060199999999999997 0.42953500000000006 -0.072314999999999977 0.51326500000000019 -0.11183499999999999 0.04105000000000001 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 9 -4 6 7 -1 10 -2 -9 -5 -3 -12 -6
right_child=3 2 4 11 14 -7 -8 8 -10 -11 13 -13 -14 -15 -16
leaf_value=0.0087246172809792924 0.0023213689324417031 0.0073200118555460242 0.0054283289216838573 0.0017010706435599259 0.0023232257226515826 0.0054435490044385474 0.0084462040079357446 0.0059016358735688012 0.0056481059599141677 0.0041394880789240411 0.0072822498245150953 0.00015573215775363611 0.0059737628450401382 0.0066603228090530448 0.0033708633178642995
leaf_weight=57 68 58 52 56 54 62 93 58 100 70 1235 54 75 171 56
leaf_count=57 68 58 52 56 54 62 93 58 100 70 1235 54 75 171 56
internal_value=0 0.00682244 0.0049803 0.00222323 0.00368238 0.00712841 0.00718934 0.00711721 0.00705862 0.00324379 0.00715494 0.000942679 0.00656104 0.00720663 0.0028568
internal_weight=0 2071 295 248 162 1776 1714 1621 1564 138 1464 110 133 1406 110
internal_count=2319 2071 295 248 162 1776 1714 1621 1564 138 1464 110 133 1406 110
is_linear=0
shrinkage=0.00235659


Tree=698
num_leaves=22
num_cat=0
split_feature=4 48 10 0 2 4 4 133 2 11 4 484 2 3 159 159 133 1446 42 4 0
split_gain=17.4655 12.012 11.8477 6.93377 8.38285 6.98944 6.00592 5.20188 4.35629 10.5755 17.9614 7.50478 6.73123 7.01039 6.5219 8.1212 5.98472 2.91979 2.89452 2.0743 1.53511
threshold=0.024315000000000003 0.10990500000000002 -1.0000000180025095e-35 -0.15270499999999995 0.11585500000000001 0.51286500000000013 0.41379000000000005 0.097995000000000013 0.08647500000000001 0.079300000000000009 -0.49013999999999996 0.065040000000000014 -0.00097499999999999985 -0.069729999999999986 0.10314500000000001 0.087395000000000014 1.0000000180025095e-35 0.084580000000000002 -0.08266999999999998 0.24099500000000004 -0.079854999999999995
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 8 -2 4 -4 6 7 18 11 10 -10 12 -1 17 15 16 -12 20 -5 -20 -14
right_child=2 -3 3 5 -6 -7 -8 -9 9 -11 14 -13 13 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0038070819258364192 -0.0021319308830062464 0.0040855315393135746 0.00089956708239200575 6.3323352716565431e-05 -0.0022583067170904069 -0.00097378038253476183 0.0029373152059406758 -0.00062731076332480924 0.0045720658131299229 -0.00078792468753556522 0.00057098528697215566 -0.00011374843011426171 0.0012354924617874396 0.0036750749229270568 0.0030409673536714366 -0.0011740041519030693 0.0016572625788496525 0.0027982035825287635 0.0019063805882565427 0.00065426805070119612 0.0019313149490455886
leaf_weight=55 56 56 55 53 54 54 56 58 52 84 313 66 392 55 53 53 347 55 152 60 140
leaf_count=55 56 56 55 53 54 54 56 58 52 84 313 66 392 55 53 53 347 55 152 60 140
internal_value=0 0.00149103 0.000361276 0.000618989 -0.000664327 0.000942181 0.00121533 0.000916591 0.00140373 0.00113565 0.00133326 0.00172057 0.00189435 0.00173039 0.00111331 0.000969939 0.0011422 0.00154807 0.00125473 0.0015523 0.00141872
internal_weight=0 1721 598 542 109 433 379 323 1665 902 818 763 697 642 766 713 660 587 265 212 532
internal_count=2319 1721 598 542 109 433 379 323 1665 902 818 763 697 642 766 713 660 587 265 212 532
is_linear=0
shrinkage=0.00569414


Tree=699
num_leaves=19
num_cat=0
split_feature=4 2 124 2 0 4 4 0 0 13 39 0 43 133 4 4 42 4
split_gain=881.965 221.373 81.6577 55.8728 78.8026 28.9167 26.5491 43.0337 39.1722 25.2012 33.3597 15.189 13.8469 40.1535 14.8006 13.3716 12.1494 3.92305
threshold=0.30163500000000004 0.14234000000000005 -0.043384999999999993 0.10527500000000002 -0.07964499999999998 -0.0047649999999999993 -0.082249999999999976 -0.094709999999999989 -0.062324999999999998 -0.089899999999999994 0.088025000000000006 -0.13314999999999996 -0.088004999999999986 0.082925000000000013 -0.47860499999999995 -0.012089999999999998 0.091545000000000015 -0.16772499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 7 -4 11 -2 -11 -8 13 -9 -14 17 -13 -6
right_child=9 -3 3 4 15 -7 8 12 -10 10 -12 16 14 -15 -16 -17 -18 -19
leaf_value=0.0034217843214590371 0.0010989934761160129 0.0023509758128449939 0.0080470342253471331 0.0035117552568386611 0.0064297260676012945 0.0052710391819193849 0.0052581041994118685 0.0045175820555814266 0.0043049627058624178 0.0030260876951400555 0.0012282959575060791 0.0061520534653091707 0.0072811553745644395 0.0067066303643920841 0.0062196099406671007 0.0050413164465938276 0.0056658069785142338 0.0057651613380620111
leaf_weight=64 89 69 52 79 67 58 101 57 54 100 59 747 60 64 226 63 247 63
leaf_count=64 89 69 52 79 67 58 101 57 54 100 59 747 60 64 226 63 247 63
internal_value=0 0.00568929 0.00580433 0.00590187 0.00510695 0.0043011 0.00603632 0.00642212 0.00588219 0.00190697 0.00235911 0.00595995 0.00621447 0.00567559 0.00644238 0.00575979 0.00603125 0.00610782
internal_weight=0 2071 2002 1880 272 122 1608 459 1149 248 159 1095 407 121 286 193 994 130
internal_count=2319 2071 2002 1880 272 122 1608 459 1149 248 159 1095 407 121 286 193 994 130
is_linear=0
shrinkage=0.00189532


Tree=700
num_leaves=21
num_cat=0
split_feature=1 52 1 14 123 12 52 4 0 4 3 12 1 12 4 12 1 12 0 3
split_gain=969.295 220.455 96.5643 84.9984 80.8109 56.8094 50.7261 40.472 30.9343 32.3643 29.386 27.3548 20.8252 16.41 26.003 9.31749 8.08881 5.80132 5.36477 3.69033
threshold=0.10439500000000002 -0.40011499999999994 0.11918000000000002 0.062655000000000016 1.0000000180025095e-35 0.089435000000000014 -0.065699999999999981 0.30163500000000004 -0.066849999999999979 -0.46376499999999993 0.088465000000000002 0.092615000000000017 0.11224000000000002 0.090255000000000016 0.032965000000000001 0.078515000000000015 0.078340000000000007 -0.081314999999999985 -0.085244999999999987 -0.065974999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 12 -4 -8 10 -10 13 -11 -3 15 18 -1 -17 -9 -15 -13
right_child=1 2 6 -5 -6 -7 7 17 9 11 -12 19 -14 14 -16 16 -18 -19 -20 -21
leaf_value=0.010054056763556758 0.0093496080469333866 0.0038144489163296777 0.0010016136258071352 0.011545442556126693 0.005967679023729717 0.0074573930778119449 0.0055594867596654735 0.0035925512962776186 0.0092445246244646298 0.0058274096426233811 0.007157711197736118 0.0084309226725690356 0.0057841076712448853 0.00957750707603712 0.0074193699280445382 0.0092993263944360725 0.0086459795554546005 0.0025027775621958483 0.0088136609047489347 0.0075325116996662915
leaf_weight=87 63 86 55 72 67 67 58 58 93 52 56 69 59 73 88 632 155 71 359 54
leaf_count=87 63 86 55 72 67 67 58 58 93 52 56 69 59 73 88 632 155 71 359 54
internal_value=0 0.0048777 0.00425709 0.00882697 0.00871731 0.00551417 0.00315573 0.00378914 0.00882452 0.00802738 0.00897184 0.0073804 0.00461608 0.0090447 0.00868504 0.00925865 0.00917068 0.00299296 0.0089428 0.00803672
internal_weight=0 517 454 1857 1785 212 242 187 1718 268 1450 175 145 1394 520 874 787 129 432 123
internal_count=2374 517 454 1857 1785 212 242 187 1718 268 1450 175 145 1394 520 874 787 129 432 123
is_linear=0
shrinkage=0.00255085


Tree=701
num_leaves=12
num_cat=0
split_feature=123 40 1186 130 49 131 13 43 482 3 42
split_gain=12.595 8.18233 7.69852 9.88171 6.61527 6.83682 15.6729 11.5138 8.43665 3.25412 2.92104
threshold=0.10173500000000001 -0.08416499999999999 0.085175000000000015 -0.077764999999999987 -0.072214999999999988 0.092320000000000013 -0.16392499999999996 -0.049364999999999992 0.076555000000000012 -0.011259999999999997 -0.080744999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 6 -6 10 -8 -5 -7
right_child=-2 2 -4 4 5 7 8 -9 -10 -11 -12
leaf_value=-0.00023827958351015086 -0.0013685640280611758 0.0041377795023369631 -0.00050954069211516125 0.0021996560809472349 -0.0012788049476629237 0.0028994430686667357 0.0015223021778001415 0.0050231409486756621 0.0033049543722869688 0.0039386436088007341 0.0012276286184250129
leaf_weight=80 52 68 55 99 73 63 1540 58 108 70 108
leaf_count=80 52 68 55 99 73 63 1540 58 108 70 108
internal_value=0 0.0016979 0.00176702 0.0018243 0.00175003 0.00164857 0.00151536 0.00264944 0.00163917 0.00292034 0.00184395
internal_weight=0 2322 2242 2187 2119 1950 1721 229 1648 169 171
internal_count=2374 2322 2242 2187 2119 1950 1721 229 1648 169 171
is_linear=0
shrinkage=0.00616352


Tree=702
num_leaves=25
num_cat=0
split_feature=4 12 133 12 15 4 159 11 12 12 51 16 4 51 4 15 11 16 483 160 15 12 15 4
split_gain=1313.49 396.666 100.988 94.0002 73.0979 61.2171 52.3946 44.16 33.4203 27.5368 20.9691 26.6689 19.2493 13.5013 11.7758 10.34 9.36112 7.75523 6.7943 6.24364 6.06336 9.38962 7.69566 3.65207
threshold=0.30163500000000004 0.054520000000000006 0.086505000000000012 0.093270000000000006 -0.11664999999999999 -0.17689999999999997 0.087735000000000021 1.0000000180025095e-35 0.12701500000000002 -0.042789999999999988 0.086950000000000013 -0.010379999999999999 -0.064209999999999989 -0.096089999999999981 0.51544000000000012 -0.41606999999999994 0.080455000000000013 -0.072054999999999994 -0.076039999999999983 0.08431000000000001 0.094970000000000013 0.096475000000000019 -0.070049999999999987 -0.082634999999999986
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 2 4 7 -1 -6 10 13 12 14 11 -7 16 -3 -2 -11 17 -5 -15 23 21 -14 -23 -20
right_child=9 3 -4 8 5 6 -8 -9 -10 15 -12 -13 20 18 -16 -17 -18 -19 19 -21 -22 22 -24 -25
leaf_value=0.018878472221963646 0.011922592457055124 0.017834929272709115 0.014023709605500119 0.01868082960889407 0.018020147899148232 0.017756885293079491 0.014112769892373766 0.020396832411455575 0.016412261238726279 0.014408621330945804 0.015347535650120307 0.015921663858276397 0.018235958854324764 0.019500593415073868 0.013222976942351859 0.013322071509307259 0.019230427414488126 0.017825680408655377 0.019058452638258085 0.018206126348187957 0.018331115507612659 0.017758846060166585 0.016914811652334074 0.018758626982668315
leaf_weight=57 58 58 63 90 72 65 52 74 56 75 54 64 65 61 56 69 54 86 244 69 54 89 90 599
leaf_count=57 58 58 63 90 72 65 52 74 56 75 54 64 65 61 56 69 54 86 244 69 54 89 90 599
internal_value=0 0.0181094 0.016377 0.0185473 0.0167842 0.0163953 0.0158974 0.0188926 0.0178939 0.0133021 0.0164043 0.0168466 0.018051 0.0187846 0.0125616 0.0138881 0.0184903 0.0182631 0.0188412 0.0187971 0.0177119 0.0175748 0.0173346 0.0188454
internal_weight=0 2116 427 1689 364 307 235 1105 584 258 183 129 528 1031 114 144 230 176 973 912 298 244 179 843
internal_count=2374 2116 427 1689 364 307 235 1105 584 258 183 129 528 1031 114 144 230 176 973 912 298 244 179 843
is_linear=0
shrinkage=0.00201133


Tree=703
num_leaves=22
num_cat=0
split_feature=4 3 150 2 14 2 3 2 150 2 52 2 52 3 1429 42 47 475 2 11 52
split_gain=755.871 221.797 163.06 72.3376 45.299 44.2553 30.8134 27.7108 26.7521 26.4787 25.1344 25.0403 23.0732 46.9875 11.2753 10.9387 9.98001 8.26237 7.69932 6.28449 5.8056
threshold=0.30163500000000004 -0.064294999999999977 0.084680000000000019 0.106285 0.076175000000000007 0.064660000000000009 0.13772500000000001 0.13538500000000001 0.093625000000000014 0.097220000000000015 -0.032354999999999988 0.093365000000000017 -0.27209499999999992 -0.087854999999999975 0.084770000000000012 0.087495000000000003 0.10561500000000001 -0.085684999999999997 0.08647500000000001 0.080150000000000013 0.095415000000000014
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 4 3 5 9 -3 7 15 -4 14 -5 -7 19 -14 16 -2 17 -1 -19 -11 -15
right_child=6 2 8 10 -6 11 -8 -9 -10 12 -12 -13 13 20 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0090473239935792028 0.0048902088982225545 0.0062160665063585229 0.0049825578357078348 0.004433919668236452 0.010121174759739435 0.009223732336716934 0.0019801688536597805 0.0024130308765609593 0.0027080878032877077 0.0075867013169500725 0.0064053118289497885 0.0074937958067356021 0.0049995594281229353 0.0070188354425871121 0.0071677179649417182 0.0035756807912359686 0.0072818217120247898 0.0083007377519733749 0.0079006119147091106 0.0086839700590049043 0.008041311019076465
leaf_weight=56 86 78 52 57 52 84 63 53 59 59 88 96 55 55 70 56 71 617 447 54 66
leaf_count=56 86 78 52 57 52 84 63 53 59 59 88 96 55 55 70 56 71 617 447 54 66
internal_value=0 0.0075746 0.00625383 0.00693685 0.00799835 0.00767093 0.0033857 0.00383967 0.00377383 0.00792712 0.00563052 0.00830124 0.00729546 0.00677152 0.00807187 0.00437198 0.00812499 0.00817842 0.00813266 0.00811128 0.00757675
internal_weight=0 2116 514 403 1602 258 258 195 111 1550 145 180 289 176 1261 142 1191 1120 1064 113 121
internal_count=2374 2116 514 403 1602 258 258 195 111 1550 145 180 289 176 1261 142 1191 1120 1064 113 121
is_linear=0
shrinkage=0.00231039


Tree=704
num_leaves=23
num_cat=0
split_feature=1 376 160 3 3 124 4 3 4 3 4 475 484 43 15 4 3 15 133 4 4 15
split_gain=14.7141 16.447 9.52951 7.99209 7.09477 10.8047 5.85796 12.5885 10.009 6.58758 7.2005 5.61445 8.49197 5.00855 7.54012 5.67962 5.09842 3.3315 2.5711 3.70265 3.69888 2.08019
threshold=0.10141500000000002 0.08573500000000002 0.075825000000000017 0.091170000000000015 -0.036004999999999988 -0.076779999999999987 0.30163500000000004 0.0075150000000000008 -0.019794999999999997 -0.11255999999999998 0.51544000000000012 -0.082549999999999998 0.085515000000000022 -0.15924499999999997 0.085355000000000014 -0.082249999999999976 -0.098469999999999988 -0.031659999999999994 0.097995000000000013 0.012315000000000001 0.0082450000000000006 0.08765000000000002
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 6 4 11 -6 7 8 -2 -8 -11 12 -1 14 -13 16 -15 -7 19 -17 -20 -18
right_child=1 -3 -4 -5 5 17 9 -9 -10 10 -12 13 -14 15 -16 18 21 -19 20 -21 -22 -23
leaf_value=0.0049440281909417863 0.00051878794684403248 -0.0016859669226248395 -0.00015284175903278923 0.00091617342979401792 0.0017243243104954778 0.0041487243433351601 0.0033766586834352752 0.0050214803572146798 0.0034679088781231098 -0.00010452452311962369 0.0027177834621300145 -0.00025629847169715331 0.0019763146146845878 0.0049356064385825994 0.0030020938369822547 0.002423768016962982 0.0033629131352133929 0.0062698002874799728 0.0023189592158853918 0.003547123178144449 0.00043214324724173177 0.0021212007374976781
leaf_weight=97 87 52 71 86 52 62 53 75 88 101 52 56 59 66 52 606 181 52 165 137 52 72
leaf_count=97 87 52 71 86 52 62 53 75 88 101 52 56 59 66 52 606 181 52 165 137 52 72
internal_value=0 0.00162037 0.00194674 0.00275067 0.00284294 0.0040545 0.00227379 0.00290821 0.00200215 0.00150355 0.000854261 0.00271256 0.00382205 0.00258772 0.00131195 0.0026954 0.00340845 0.00511681 0.00245839 0.00263099 0.00186712 0.0030098
internal_weight=0 579 527 1795 1709 166 456 250 175 206 153 1543 156 1387 108 1279 319 114 960 743 217 253
internal_count=2374 579 527 1795 1709 166 456 250 175 206 153 1543 156 1387 108 1279 319 114 960 743 217 253
is_linear=0
shrinkage=0.00616352


Tree=705
num_leaves=11
num_cat=0
split_feature=1 1375 123 40 14 14 41 51 2 50
split_gain=17.8392 15.2512 12.1386 12.8628 9.03983 8.8342 10.9589 7.10297 11.1689 7.53571
threshold=0.15067500000000003 -0.097394999999999982 0.085740000000000011 -0.077474999999999988 0.019675000000000002 -0.10708499999999999 0.077565000000000009 0.096025000000000013 0.090000000000000011 0.11657000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 -7 -9
right_child=-2 2 3 -5 -6 6 -8 9 -10 -11
leaf_value=-0.0011663019818020672 -0.0013846742251083924 0.00368611352935446 0.0016521449765830377 -0.0017940505764774833 0.0036148019034087336 0.0020479235254675129 -0.0003523564140724898 0.0037765960649480401 0.0011728668976870064 0.0014371137521898257
leaf_weight=52 55 69 72 55 82 1082 70 102 687 65
leaf_count=52 55 69 72 55 82 1082 70 102 687 65
internal_value=0 0.00170639 0.00177182 0.000159247 0.00186674 0.00179763 0.00173265 0.00180806 0.00170812 0.00286636
internal_weight=0 2336 2284 127 2157 2075 2006 1936 1769 167
internal_count=2391 2336 2284 127 2157 2075 2006 1936 1769 167
is_linear=0
shrinkage=0.00536572


Tree=706
num_leaves=16
num_cat=0
split_feature=4 2 123 3 14 0 14 4 2 0 4 47 2 43 43
split_gain=780.861 326.952 172.933 99.4932 88.6766 47.6774 70.7765 45.4786 39.6068 50.3054 21.8933 15.4976 12.8683 9.26139 7.14793
threshold=0.30163500000000004 0.14234000000000005 1.0000000180025095e-35 0.10323000000000002 0.062655000000000016 -0.17785499999999996 -0.41790499999999997 -0.030434999999999993 0.089885000000000007 -0.13314999999999996 0.0063250000000000008 0.11043500000000002 0.12708000000000003 -0.017259999999999998 -0.081694999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -2 -7 -5 11 -10 -11 13 -8 -1 -4
right_child=5 -3 14 7 -6 6 12 -9 9 10 -12 -13 -14 -15 -16
leaf_value=0.0058686766941816217 0.0034476453712825915 0.0014147474095125828 0.0027440181185115105 0.005207269377530091 0.0080442819682092302 0.0032480529694826725 0.0012321230284505714 0.002673030377710538 0.0036429370904799887 0.0057728291434030543 0.0049279085148039893 0.0049853011134830929 5.3744037275423205e-05 0.0062305065645543193 0.0037418769001290944
leaf_weight=595 60 72 56 52 66 60 84 54 57 429 157 56 59 482 52
leaf_count=595 60 72 56 52 66 60 84 54 57 429 157 56 59 482 52
internal_value=0 0.00546447 0.00560628 0.00573831 0.00584314 0.00193336 0.00148568 0.00391644 0.00576133 0.00537778 0.00554649 0.00597898 0.000746083 0.00603063 0.00322466
internal_weight=0 2128 2056 1948 1842 263 203 106 1776 643 586 1133 143 1077 108
internal_count=2391 2128 2056 1948 1842 263 203 106 1776 643 586 1133 143 1077 108
is_linear=0
shrinkage=0.00193323


Tree=707
num_leaves=19
num_cat=0
split_feature=2 15 3 1 15 11 2 2 4 12 43 2 1 51 474 12 13 130
split_gain=14.7275 13.828 11.6879 9.51517 9.04977 9.46845 8.86161 8.15914 9.03137 9.26724 7.66148 7.07443 23.5994 4.02096 3.82327 6.10332 3.42562 2.66367
threshold=0.10836000000000003 -0.032264999999999995 -0.049204999999999992 0.10587000000000001 -0.41971499999999995 0.079915000000000014 0.15398500000000001 -0.0091949999999999983 -0.097514999999999977 0.08536500000000001 -1.0000000180025095e-35 0.08647500000000001 0.081005000000000008 -0.26548499999999992 0.085960000000000023 0.081095000000000014 -1.0000000180025095e-35 0.10464000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 13 -1 7 10 -6 9 -9 -5 14 17 -2 15 -10 -12 -13
right_child=1 2 -4 6 5 -7 -8 8 11 -11 16 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.00020038183966666301 0.0018065050599967174 0.00068972140856627046 -0.0024927989121152319 -0.0015447219948232544 -1.1923324318542112e-05 0.0039847527899743692 0.0026671901071514022 0.0044965062487311441 0.0040603259830226095 0.0014269103066813786 2.2787507189076894e-05 0.0019762759802830587 -0.0012403958463349011 0.0039939485807449415 0.00087146424876794555 0.0022047705514171454 0.0021031915876357082 0.00071877417535495531
leaf_weight=65 60 97 65 61 71 78 62 92 66 52 55 595 95 54 62 646 52 63
leaf_count=65 60 97 65 61 71 78 62 92 66 52 55 595 95 54 62 646 52 63
internal_value=0 0.000812011 -0.000586833 0.00147095 0.00192822 0.00200427 0.000790518 0.00191556 0.00199749 0.00338847 9.75669e-05 0.00186628 0.00146524 0.00284321 0.00225635 0.00237686 0.0010344 0.00185597
internal_weight=0 506 162 344 1885 1820 230 1742 1671 144 168 1527 753 114 774 712 107 658
internal_count=2391 506 162 344 1885 1820 230 1742 1671 144 168 1527 753 114 774 712 107 658
is_linear=0
shrinkage=0.00580803


Tree=708
num_leaves=11
num_cat=0
split_feature=1 151 147 150 52 52 43 0 3 43
split_gain=14.2042 9.76089 9.01049 9.84472 6.63102 5.4117 7.72893 11.1228 10.5565 2.96149
threshold=0.15067500000000003 0.093155000000000016 0.091385000000000008 0.10846000000000001 0.51625500000000002 -0.53283999999999987 0.10597500000000001 -0.061994999999999995 -0.044759999999999994 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 -7 -8 -1
right_child=-2 -3 -4 -5 -6 6 8 -9 -10 -11
leaf_value=0.0034824192986119325 -0.001479977192649301 -0.00072794684818822044 0.0038082035177901051 -0.00066315057084544355 0.0033421517470250376 0.0014653116227642631 0.001620961587729005 0.00020915683574224912 0.004678884899168052 0.0018354766939752891
leaf_weight=61 55 65 54 69 63 1493 124 270 52 85
leaf_count=61 55 65 54 69 63 1493 124 270 52 85
internal_value=0 0.00144707 0.00150935 0.00145333 0.00152134 0.0014663 0.00138663 0.00127297 0.00252478 0.002524
internal_weight=0 2336 2271 2217 2148 2085 1939 1763 176 146
internal_count=2391 2336 2271 2217 2148 2085 1939 1763 176 146
is_linear=0
shrinkage=0.00569414


Tree=709
num_leaves=11
num_cat=0
split_feature=3 16 151 14 3 13 3 42 14 16
split_gain=8.14588 5.26362 12.9204 9.8709 7.92557 20.6555 10.7579 7.2027 5.19147 4.991
threshold=0.31534000000000006 -0.54150999999999994 0.086470000000000005 0.018475000000000002 -0.10077999999999999 -0.0082249999999999979 -0.15315499999999996 0.12199500000000001 -0.10708499999999999 -0.093079999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -6 -10
right_child=-2 2 -4 -5 7 6 -8 -9 9 -11
leaf_value=0.0028058878923959084 -0.00068627533812402539 -0.0027255638803805396 -0.0013201370048575168 0.0034056402322138911 0.0029752938920212112 -0.00022739505937420195 0.0024267728707017002 -0.00047962835712847817 0.00066441388059651344 0.0014555347771559269
leaf_weight=65 76 59 66 66 63 98 100 71 317 1410
leaf_count=65 76 59 66 66 63 98 100 71 317 1410
internal_value=0 0.00120777 0.00116157 0.0012366 0.00116898 0.000231372 0.00111279 0.00129843 0.00136899 0.00131036
internal_weight=0 2315 2250 2184 2118 257 198 1861 1790 1727
internal_count=2391 2315 2250 2184 2118 257 198 1861 1790 1727
is_linear=0
shrinkage=0.00569414


Tree=710
num_leaves=24
num_cat=0
split_feature=4 3 150 43 3 16 43 14 3 160 1447 3 16 16 42 3 4 3 43 130 16 16 16
split_gain=778.273 295.963 141.991 96.2609 58.2428 40.4504 37.7769 37.0941 24.1878 18.2716 17.9234 28.1311 90.3861 106.884 21.3416 12.799 11.3379 11.0505 10.7961 7.79532 7.69907 6.45193 5.44584
threshold=0.30163500000000004 -0.06340999999999998 0.089155000000000012 -0.035884999999999993 0.10812000000000001 -0.54057999999999995 -0.088689999999999977 0.018475000000000002 0.0045450000000000013 -1.0000000180025095e-35 -0.079809999999999978 -0.10175499999999998 0.15454000000000004 -0.076269999999999991 0.092475000000000016 -0.086049999999999988 0.0030100000000000001 -0.00094999999999999989 -0.075574999999999989 0.093505000000000019 -0.0087049999999999992 -0.057579999999999992 -0.073494999999999991
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=1 7 3 6 8 -2 -3 10 -5 -7 15 12 13 -12 16 -1 19 -11 -16 -13 -10 -18 -20
right_child=5 2 -4 4 -6 9 -8 -9 20 17 11 14 -14 -15 18 -17 21 -19 22 -21 -22 -23 -24
leaf_value=0.007904409609419516 0.003682185044199007 0.0052082380856087063 0.0020903743640946198 0.0056421701908578193 0.0043927673215340734 0.0024678479544188153 0.003043752299570331 0.0081746619537845441 0.0076302281402996844 0.0018235758261307728 0.006388043162258967 0.0067797129248322145 0.0072129328364233984 0.0022472303829254702 0.0051166370472810179 0.0066350766528122662 0.0064239171533876952 0.00051635259663495778 0.0065442127324586681 0.0061410135978023812 0.0065433587574123889 0.0055287716617880801 0.0059005947590075559
leaf_weight=53 58 52 76 93 85 80 98 52 53 55 53 688 82 52 52 92 88 54 92 92 58 56 143
leaf_count=53 58 52 76 93 85 80 98 52 53 55 53 688 82 52 52 92 88 54 92 92 58 56 143
internal_value=0 0.00603223 0.00467988 0.00512813 0.00582038 0.00218316 0.00379425 0.00646886 0.00641511 0.00172302 0.00641136 0.00634001 0.00559854 0.00433756 0.00645448 0.00709919 0.00660649 0.00117616 0.00596502 0.00670441 0.00706251 0.00607596 0.00615266
internal_weight=0 2110 515 439 289 247 150 1595 204 189 1543 1398 187 105 1211 145 924 109 287 780 111 144 235
internal_count=2357 2110 515 439 289 247 150 1595 204 189 1543 1398 187 105 1211 145 924 109 287 780 111 144 235
is_linear=0
shrinkage=0.00205156


Tree=711
num_leaves=18
num_cat=0
split_feature=1 160 49 1 132 3 43 0 0 52 15 49 49 1 0 4 4
split_gain=13.8159 11.9912 10.1854 11.0108 6.6862 14.2816 5.87336 10.2913 10.6857 10.4293 12.1969 6.84865 15.0788 10.3561 4.81156 4.4249 1.61104
threshold=0.12048000000000002 -0.54321999999999993 -0.022974999999999999 0.13820500000000002 0.084605000000000014 -0.093979999999999994 -0.15109999999999998 0.12474500000000001 -0.069389999999999993 -0.42113499999999993 0.03981500000000001 -0.072214999999999988 -0.020999999999999994 0.085265000000000021 -0.065249999999999989 -0.068189999999999987 -0.033449999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 14 6 -6 15 8 11 -10 -11 13 -13 -8 -4 -3 -7
right_child=2 4 3 -5 5 16 7 -9 9 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.004247283175555683 -0.002473669032900902 0.0018699827997076116 -0.0019201970195190142 0.0023607187496650951 -0.0024488671505547106 0.0022309239324985082 0.00099133202722777921 0.0042302209164160444 0.0019727561503830897 -0.001844568200024938 0.0013693484235742361 -0.00135163570651477 0.0016710558979895469 0.0045870242282423793 0.00068574273185695767 0.0042481370259867864 0.00084208347393193036
leaf_weight=64 52 71 57 85 52 57 56 53 100 114 79 69 1186 73 55 55 79
leaf_count=64 52 71 57 85 52 57 56 53 100 114 79 69 1186 73 55 55 79
internal_value=0 0.00156708 9.14863e-07 0.000654445 0.00148313 0.000352905 0.00159758 0.00150205 0.00141579 0.000324824 -0.000528679 0.00164671 0.00150481 0.00302662 -0.000639895 0.0029086 0.00142466
internal_weight=0 2108 249 197 2044 188 1856 1730 1677 293 193 1384 1255 129 112 126 136
internal_count=2357 2108 249 197 2044 188 1856 1730 1677 293 193 1384 1255 129 112 126 136
is_linear=0
shrinkage=0.00628679


Tree=712
num_leaves=20
num_cat=0
split_feature=1 0 11 11 131 1 1 13 0 474 13 43 0 0 150 43 43 13 403
split_gain=10.1683 10.5673 11.7283 7.59569 9.39132 9.12305 11.7505 9.0682 10.7827 5.74785 23.2095 5.31274 3.63273 3.44942 3.25058 4.58945 3.24461 3.03221 0.630683
threshold=0.10312500000000001 0.14486500000000005 0.077290000000000011 0.084110000000000004 0.093840000000000021 0.13869000000000004 0.11224000000000002 -0.079299999999999995 -0.074204999999999979 0.085295000000000024 -0.05176999999999999 -0.10961499999999998 -0.16802499999999995 -0.084524999999999975 0.079825000000000021 -0.079944999999999988 -0.080554999999999974 -0.084704999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 16 -8 -9 11 17 13 -13 -1 15 -14 -2 -11 -15
right_child=3 -3 -4 -5 -6 -7 7 8 -10 10 -12 12 14 18 -16 -17 -18 -19 -20
leaf_value=0.0034313543324224153 1.1643093123281096e-05 -0.0012391355394626891 0.0033369927430096083 0.0020076111228465505 0.0019502382794970802 -0.0019562493876804136 0.0025084134045557033 -0.0016397130122561413 0.0017498118494432434 0.00057764488910551717 -0.0027152153675045723 0.0025162931792825725 0.00033321846319254344 0.0012563738782298893 0.0021237425960198672 0.0012297673992315433 -0.0017512195180167524 0.0023434375428622797 0.0021109284615654987
leaf_weight=54 53 52 85 77 74 76 80 58 59 52 56 63 220 52 97 935 84 73 57
leaf_count=54 53 52 85 77 74 76 80 58 59 52 56 63 220 52 97 935 84 73 57
internal_value=0 0.00124015 0.0013141 0.000378987 0.000119764 -0.000210469 0.000186597 0.00105994 6.90252e-05 0.00121042 0.00027103 0.00132542 0.00120749 0.00227648 0.00114158 0.00105905 -0.0010688 0.00160934 0.0017038
internal_weight=0 1796 1744 561 484 410 334 197 117 1659 181 1478 1315 163 1252 1155 137 125 109
internal_count=2357 1796 1744 561 484 410 334 197 117 1659 181 1478 1315 163 1252 1155 137 125 109
is_linear=0
shrinkage=0.00558249


Tree=713
num_leaves=13
num_cat=0
split_feature=160 48 1374 150 52 475 13 3 376 52 3 150
split_gain=8.55767 7.48205 7.72771 7.65743 9.04479 6.31845 8.1616 22.0463 10.933 4.27219 7.57662 2.21865
threshold=-0.54321999999999993 0.12118000000000002 0.086000000000000007 0.089155000000000012 -0.030899999999999997 -0.088274999999999978 0.056910000000000009 -0.12077499999999998 0.084545000000000009 -0.22243999999999997 -0.12077499999999998 0.11188000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 -9 -8 -11 -6
right_child=1 -3 -4 4 11 6 9 8 -10 10 -12 -13
leaf_value=0.0030775866715864555 -0.00063336878440730727 -0.00089950540582104592 0.0031540419152786127 -0.0023061397793693035 -0.00023148353353844606 0.0041770507953442894 0.0014374384926662668 0.00095112028254799082 0.003648153421009429 -0.0021694189019177716 0.00041403329986283217 0.0014119071503880022
leaf_weight=66 84 84 56 57 58 87 62 1490 57 60 134 62
leaf_count=66 84 84 56 57 58 87 62 1490 57 60 134 62
internal_value=0 0.000870164 0.000937548 0.000879813 -0.000323942 0.000987781 0.00105987 0.00121704 0.00105054 5.63926e-05 -0.00038464 0.000617064
internal_weight=0 2291 2207 2151 177 1974 1890 1634 1547 256 194 120
internal_count=2357 2291 2207 2151 177 1974 1890 1634 1547 256 194 120
is_linear=0
shrinkage=0.00604267


Tree=714
num_leaves=24
num_cat=0
split_feature=4 3 150 43 3 12 11 3 150 43 3 3 4 16 3 16 12 133 43 52 3 16 4
split_gain=945.196 325.152 180.251 84.8828 72.28 36.5726 46.1452 56.1668 34.4287 23.2939 21.5208 20.8676 12.4024 11.6477 8.50066 17.0075 4.78691 6.71527 4.78597 2.97044 2.87792 2.83159 2.60874
threshold=0.30163500000000004 -0.058704999999999993 0.089155000000000012 -0.033174999999999989 0.10812000000000001 0.09567500000000001 1.0000000180025095e-35 -0.11756999999999999 0.081245000000000026 -0.085594999999999991 0.0075150000000000008 0.13524500000000003 0.053255000000000004 -0.42372999999999994 -0.11327499999999999 -0.0043999999999999994 0.088485000000000022 -0.071719999999999992 0.0039500000000000013 0.0074400000000000013 -0.090854999999999977 -0.073494999999999991 -0.076184999999999989
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=1 5 3 9 10 6 7 -1 11 -3 -5 13 14 -2 -7 21 18 22 20 -19 -9 -16 -18
right_child=8 2 -4 4 -6 12 -8 16 -10 -11 -12 -13 -14 -15 15 -17 17 19 -20 -21 -22 -23 -24
leaf_value=0.0051482980312922717 0.0029680950209654325 0.0052619984453514609 0.002176907896031496 0.006274996530388933 0.0047341899276105055 0.0074173397710138051 0.0086419522927896827 0.0077489276508040644 0.0037973846911957872 0.0035805100599376281 0.0076537194657091273 0.00084651100148785507 0.0057999147908006149 0.0017828614265254974 0.0071339058941034608 0.005702259313360992 0.0078141478291768908 0.0067227359229710282 0.0067625980405979268 0.0070994283698546483 0.0073243272092632893 0.006611291429116992 0.007178538947942968
leaf_weight=59 68 64 74 90 85 55 88 81 54 76 102 53 86 72 88 75 55 179 58 182 465 91 57
leaf_count=59 68 64 74 90 85 55 88 81 54 76 102 53 86 72 88 75 55 179 58 182 465 91 57
internal_value=0 0.00659072 0.00512815 0.00565182 0.00631003 0.00703427 0.00720959 0.00709862 0.00234893 0.00434935 0.00700756 0.00194355 0.00649092 0.0023587 0.00668317 0.00652411 0.00720544 0.00704965 0.0073274 0.00691271 0.00738736 0.00686834 0.00749086
internal_weight=0 2110 491 417 277 1619 1224 1136 247 140 192 193 395 140 309 254 1077 473 604 361 546 179 112
internal_count=2357 2110 491 417 277 1619 1224 1136 247 140 192 193 395 140 309 254 1077 473 604 361 546 179 112
is_linear=0
shrinkage=0.00205156


Tree=715
num_leaves=12
num_cat=0
split_feature=0 157 133 52 51 34 124 40 14 49 1453
split_gain=14.9065 16.8835 17.6843 22.033 7.19701 7.26274 7.11155 12.6661 4.64086 4.56492 4.6156
threshold=0.0037850000000000002 -0.0048549999999999991 0.037060000000000003 -0.032354999999999988 0.14743000000000003 -0.078549999999999995 -0.084524999999999989 -0.078819999999999987 -1.0000000180025095e-35 -0.13513499999999998 -0.077384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 -7 -8 -9 -10 -11
right_child=1 2 -4 -5 -6 6 7 8 9 10 -12
leaf_value=0.0030951032906552083 0.0021828145105257705 0.00018381121279724367 0.0013552068082810715 -0.004583073849056196 -0.00095517600562302425 -0.00061918510325253517 0.003725065410333486 0.0024186094279864102 -0.00059484841411115599 -0.00057011318785913398 0.0011176006448878441
leaf_weight=58 60 55 56 67 52 73 58 77 53 52 1698
leaf_count=58 60 55 56 67 52 73 58 77 53 52 1698
internal_value=0 -0.000377803 -0.00124127 -0.00243358 0.00109542 0.00114699 0.00109077 0.00115521 0.0010759 0.00101852 0.00106742
internal_weight=0 238 178 122 2121 2069 2011 1938 1880 1803 1750
internal_count=2359 238 178 122 2121 2069 2011 1938 1880 1803 1750
is_linear=0
shrinkage=0.00558249


Tree=716
num_leaves=13
num_cat=0
split_feature=4 0 402 2 402 124 4 1427 402 2 41 2
split_gain=16.7572 19.1613 9.17134 10.6962 11.0825 8.79019 8.74107 7.88183 6.35464 4.40487 4.41069 2.37181
threshold=0.50373500000000015 -0.075624999999999984 0.088375000000000023 0.14271500000000001 0.073745000000000019 -0.043384999999999993 -0.0072499999999999995 0.083935000000000023 0.10323000000000002 -0.007134999999999999 0.079300000000000009 0.083885000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 9 -4 -7 -11 -10
right_child=1 -3 8 -5 -6 7 -8 -9 11 10 -12 -13
leaf_value=0.00081109414737645224 0.0010810637638154763 -0.0028426142368657894 0.0032295466103930952 -0.0011140320518588296 -0.0015541094764746014 0.0024374540988070211 -0.0020655094863114109 0.0029900269083413321 0.00037059709641010713 0.00094745527199497357 -0.00053427554252450684 0.0018120341412569138
leaf_weight=68 67 77 72 84 54 55 55 56 53 1571 60 87
leaf_count=68 67 77 72 84 54 55 55 56 53 1571 60 87
internal_value=0 -0.00101662 0.00087218 0.000759806 0.000841859 0.000911263 -0.000474726 0.00100916 0.00193363 0.000943331 0.000892911 0.00126676
internal_weight=0 144 2215 2003 1919 1865 123 1742 212 1686 1631 140
internal_count=2359 144 2215 2003 1919 1865 123 1742 212 1686 1631 140
is_linear=0
shrinkage=0.00536572


Tree=717
num_leaves=17
num_cat=0
split_feature=15 123 16 402 2 402 402 4 0 15 52 49 43 150 0 16
split_gain=16.0459 14.817 15.9125 7.8279 11.2722 8.42209 7.70375 6.67446 6.21558 12.4125 25.7656 7.9594 9.65457 6.64881 5.51957 1.85665
threshold=-0.2987999999999999 0.085215000000000013 -0.42372999999999994 0.089220000000000008 0.14271500000000001 0.081585000000000019 0.10265000000000002 -0.16772499999999999 -0.066264999999999991 1.0000000180025095e-35 -0.092264999999999986 -0.07107999999999999 -0.084794999999999995 0.116995 0.076335000000000014 -0.080419999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 14 11 10 -10 12 -9 -13 -2 -8
right_child=3 -3 -4 6 -6 -7 15 8 9 -11 -12 13 -14 -15 -16 -17
leaf_value=0.00014139964401635382 0.0035545396357841022 0.0017197967407695815 -0.0046547519267462053 0.0041793241901386278 -0.0016440131230512113 -0.0016777298797123856 0.0005520027905752704 0.00063085740568493646 0.001537938194326336 0.0023839321099332184 -0.0041348212722278344 0.00091338334424398036 0.0039052568064877422 -0.001429360919131801 0.0012019948918555207 0.0020237711577951031
leaf_weight=55 73 53 64 57 78 53 68 72 68 54 69 1275 83 54 103 80
leaf_count=55 73 53 64 57 78 53 68 72 68 54 69 1275 83 54 103 80
internal_value=0 -0.00115604 -0.00243746 0.00091865 0.000792745 0.000892606 0.00213561 0.000966241 0.000838857 -0.000271471 -0.00131864 0.00098181 0.0023847 0.00081814 0.00217816 0.00134803
internal_weight=0 172 119 2187 1982 1904 205 1851 1675 191 137 1484 155 1329 176 148
internal_count=2359 172 119 2187 1982 1904 205 1851 1675 191 137 1484 155 1329 176 148
is_linear=0
shrinkage=0.00654078


Tree=718
num_leaves=15
num_cat=0
split_feature=15 123 402 2 480 14 150 2 15 151 1 1420 43 402
split_gain=11.0985 10.2839 5.4897 7.81976 5.72568 5.28551 5.14258 5.11133 4.73528 4.12681 9.44116 3.78428 1.32751 0.742548
threshold=-0.2987999999999999 0.086120000000000016 0.088375000000000023 0.14234000000000005 -0.020629999999999999 0.019675000000000002 0.11857000000000002 0.093765000000000015 -0.46503999999999995 -0.016164999999999995 0.084525000000000003 -0.052439999999999994 -0.0054649999999999985 0.10999000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 6 9 12 -1 10 -6 -11 13 -4
right_child=2 -3 7 -5 5 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0008017842816150293 -0.0010219931365568636 0.0014386931401609382 0.0021170750608446496 -0.0013326475504545957 0.0012138046871073339 0.0026856296415009935 0.0025484160749223608 0.0034551452698132331 -0.0033601123158816977 0.0023264675029827692 -0.0010534080925594836 0.00074133393558886002 0.00032411127347145124 0.0010396968829845918
leaf_weight=65 74 52 52 79 140 59 62 53 55 65 164 1332 53 54
leaf_count=65 74 52 52 79 140 59 62 53 55 65 164 1332 53 54
internal_value=0 -0.000942501 0.000749096 0.000643781 0.000726168 0.000797207 0.00073397 0.00172989 -0.00197492 0.000667795 -9.07175e-06 0.000815136 0.00115438 0.00156887
internal_weight=0 172 2187 1975 1896 1822 1763 212 120 1701 304 1397 159 106
internal_count=2359 172 2187 1975 1896 1822 1763 212 120 1701 304 1397 159 106
is_linear=0
shrinkage=0.00641253


Tree=719
num_leaves=11
num_cat=0
split_feature=3 149 4 3 3 0 43 1 3 16
split_gain=8.73073 8.91224 7.42607 8.17512 13.0049 8.27928 10.66 7.83557 6.12347 7.63263
threshold=0.31534000000000006 0.079625000000000015 0.30163500000000004 0.12991000000000003 0.094285000000000008 0.040035000000000008 -0.014114999999999997 0.12180500000000001 -0.13392999999999997 -0.44010499999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -4 -1 -10
right_child=-2 -3 7 -5 -6 6 -8 -9 9 -11
leaf_value=0.0022343455817291193 -0.001455142287661638 0.0028822943942636747 0.00047853027841694392 0.002641999624325628 -0.0018643503845770851 -0.002895045315421695 0.00049492420639736404 -0.0020006553790251984 0.002577197738946864 0.00056459070612890992
leaf_weight=90 79 56 97 66 77 52 87 83 69 1603
leaf_count=90 79 56 97 66 77 52 87 83 69 1603
internal_value=0 0.000547917 0.000489109 0.000590712 0.000522235 0.000618937 -0.000772811 -0.000664298 0.000728765 0.000647685
internal_weight=0 2280 2224 2044 1978 1901 139 180 1762 1672
internal_count=2359 2280 2224 2044 1978 1901 139 180 1762 1672
is_linear=0
shrinkage=0.00592419


Tree=720
num_leaves=13
num_cat=0
split_feature=1455 9 14 3 52 16 16 14 3 3 160 42
split_gain=12.326 11.0615 8.50171 9.0555 6.29109 6.31233 7.72949 12.8061 5.02102 4.48707 2.73123 1.99581
threshold=0.10563500000000002 -1.0000000180025095e-35 -0.10708499999999999 0.31343500000000007 0.14564000000000002 0.51148500000000008 0.40410500000000005 0.018475000000000002 -0.083249999999999977 -0.07798999999999999 -0.22924999999999998 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -6 -7 11 -10
right_child=-2 2 3 -5 8 9 -8 -9 10 -11 -12 -13
leaf_value=-0.0020573463811025339 0.0033507447464778198 0.0023681825421019587 0.00040166418055344099 -0.0020607025047158574 -0.0023339862531762583 0.00086616135392011007 -0.0017885941925737743 0.0033070418650369953 0.0013921806538205459 0.0033205866208833859 -0.0011922139022781256 -0.0002429407746088685
leaf_weight=77 57 88 1555 63 52 71 62 65 54 54 61 71
leaf_count=77 57 88 1555 63 52 71 62 65 54 54 61 71
internal_value=0 0.000331452 0.000415243 0.000333684 0.000407481 0.000536579 0.000433206 0.00051828 -0.000572403 0.00192702 -7.95489e-05 0.000462884
internal_weight=0 2273 2196 2108 2045 1807 1682 1620 238 125 186 125
internal_count=2330 2273 2196 2108 2045 1807 1682 1620 238 125 186 125
is_linear=0
shrinkage=0.00641253


Tree=721
num_leaves=19
num_cat=0
split_feature=4 13 39 4 51 13 48 0 11 0 0 4 0 158 0 13 4 43
split_gain=926.609 211.296 211.789 44.4837 51.3193 38.7577 28.0678 31.9664 25.222 39.5195 28.8629 48.5233 13.1942 10.0038 9.4288 8.41956 5.30024 4.18612
threshold=0.30163500000000004 -0.23438999999999996 0.081875000000000017 0.024315000000000003 -0.031729999999999994 -0.0074049999999999993 0.091690000000000008 -0.076539999999999983 1.0000000180025095e-35 -0.11327499999999999 -0.064804999999999988 -0.44205499999999992 0.040035000000000008 1.0000000180025095e-35 -0.083554999999999977 -0.15714499999999998 0.50373500000000015 -0.07088499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 15 7 -4 9 -3 14 -12 -10 17 -11 -2 -7 -6
right_child=5 2 6 4 13 16 -8 -9 12 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0029929198661238091 0.0016022629781296564 0.0057413991975036492 0.0066728706656326272 0.004862508660285236 0.0074627582959765678 0.0034599642038461377 0.0027882574521715595 0.0038281096282100947 0.0098271789712231425 0.0081409065242392178 0.008780339378185684 0.0058836037639205955 0.0080601801827775103 0.0081769271706441226 0.0076589322614916524 0.00025089490249448169 0.0023169078183599063 0.0065342971560339962
leaf_weight=84 53 74 52 85 59 55 52 60 57 561 59 132 63 65 591 84 60 84
leaf_count=84 53 74 52 85 59 55 52 60 57 561 59 132 63 65 591 84 60 84
internal_value=0 0.00711666 0.00729037 0.00754931 0.00660096 0.00172775 0.00440074 0.00514914 0.00773008 0.007631 0.0077351 0.00677856 0.00889974 0.00731125 0.00789367 0.000773894 0.00286383 0.00691757
internal_weight=0 2078 1994 1830 293 252 164 112 1537 1417 1343 191 120 208 1152 137 115 143
internal_count=2330 2078 1994 1830 293 252 164 112 1537 1417 1343 191 120 208 1152 137 115 143
is_linear=0
shrinkage=0.00265391


Tree=722
num_leaves=18
num_cat=0
split_feature=9 1455 2 41 40 475 15 15 13 42 15 43 42 151 151 160 43
split_gain=9.57582 8.29793 7.88536 9.66373 11.8235 4.98083 8.61288 21.0267 4.66455 6.37575 3.84942 3.79307 9.38485 5.71793 6.35492 6.33826 5.53979
threshold=-1.0000000180025095e-35 0.10563500000000002 0.106285 0.082095000000000015 -1.0000000180025095e-35 -0.048844999999999993 -0.032264999999999995 0.098605000000000012 -0.065824999999999981 -0.012569999999999998 -0.13924999999999996 -0.085594999999999991 0.088465000000000002 -0.019324999999999998 -0.090064999999999992 0.091245000000000007 -0.27945499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 8 -8 10 -10 -7 12 16 14 -13 -15 -6
right_child=1 -3 5 -5 11 6 7 -9 9 -11 -12 13 -14 15 -16 -17 -18
leaf_value=-0.0014237598658039183 0.0028144087852687923 0.0026811714653483107 0.0011715022355287996 -0.0016345977611103726 -0.00084089590085570094 0.00051128308284365649 -0.004224849905272306 0.00033136999323997213 -0.0004999220688022976 0.001710702405901373 -0.0013587488113616954 0.00090862725704223761 0.0033059754901608317 0.00054721839676873563 -0.0014197641448600222 0.0021738310596355155 0.0011565777244419563
leaf_weight=77 85 57 84 53 53 60 53 78 68 101 80 61 55 958 91 81 235
leaf_count=77 85 57 84 53 53 60 53 78 68 101 80 61 55 958 91 81 235
internal_value=0 0.000578054 0.000523438 0.000710712 0.000787525 -7.40105e-05 -0.000311926 -0.00151153 0.000196452 0.000820868 -0.000556881 0.000675176 0.00119259 0.000526115 -0.000484952 0.000674086 0.00078878
internal_weight=0 2253 2196 1672 1619 524 440 131 309 169 140 1534 343 1191 152 1039 288
internal_count=2330 2253 2196 1672 1619 524 440 131 309 169 140 1534 343 1191 152 1039 288
is_linear=0
shrinkage=0.00558249


Tree=723
num_leaves=14
num_cat=0
split_feature=9 159 149 4 0 52 13 0 15 13 48 15 0
split_gain=6.62441 6.01836 6.1746 9.67008 13.4042 11.5203 10.2875 8.19778 7.10891 8.20297 7.46626 12.3097 4.84788
threshold=-1.0000000180025095e-35 -0.41538999999999998 0.07770500000000001 0.30163500000000004 -0.037224999999999994 0.26959000000000005 -0.042924999999999998 -0.082294999999999993 -0.13924999999999996 -0.032264999999999995 0.082225000000000006 0.12061000000000001 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 8 -5 -7 9 -3 11 -10 -12
right_child=1 2 -4 4 -6 7 -8 -9 10 -11 12 -13 -14
leaf_value=-0.0012078386437872539 0.0018351680019618982 0.00037748894869955114 0.0022752671031699679 -0.0032626375534594711 0.0015192454328528241 0.00021823384993299385 -0.00020705024800199976 -0.0029342641824009136 0.00057252822211338312 0.0034113277294474829 8.2281658193004325e-05 0.0033699314466887815 -0.0017087854755433514
leaf_weight=77 103 55 57 72 57 55 71 52 1361 61 190 53 66
leaf_count=77 103 55 57 72 57 55 71 52 1361 61 190 53 66
internal_value=0 0.000490407 0.000425955 0.000375563 -0.000815067 0.000501388 -0.00174595 -0.00131325 0.000610138 0.00197339 0.000515408 0.000677424 -0.00037924
internal_weight=0 2253 2150 2093 200 1893 143 107 1786 116 1670 1414 256
internal_count=2330 2253 2150 2093 200 1893 143 107 1786 116 1670 1414 256
is_linear=0
shrinkage=0.00569414


Tree=724
num_leaves=25
num_cat=0
split_feature=3 3 43 2 2 15 43 15 3 14 15 0 15 3 0 15 159 3 2 159 15 43 43 159
split_gain=598.337 156.103 131.989 82.0066 73.2261 47.9052 33.4893 31.3608 27.5137 24.2348 20.611 34.8507 20.3894 19.3312 11.3427 10.0751 9.48704 7.45339 15.329 6.30706 5.81096 4.98507 4.59861 4.13447
threshold=-0.058704999999999993 0.25468500000000005 -0.033174999999999989 0.11197500000000002 0.11500500000000001 -0.23488499999999998 -0.090809999999999988 -1.0000000180025095e-35 -0.10919499999999999 0.076175000000000007 -0.029334999999999996 -0.065249999999999989 -0.079109999999999986 0.091170000000000015 -0.11912999999999999 -0.074959999999999985 0.085035000000000013 -0.13795999999999997 0.096120000000000025 -0.013035 0.091230000000000019 -0.080819999999999989 -0.04009999999999999 0.0055900000000000004
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=4 2 5 7 9 -2 -7 13 -6 10 11 12 16 -4 -3 -8 19 -12 20 -1 23 -14 -22 -19
right_child=1 14 3 -5 8 6 15 -9 -10 -11 17 -13 21 -15 -16 -17 -18 18 -20 -21 22 -23 -24 -25
leaf_value=0.0067635161892331272 0.0011752053774969316 0.0018644374514562416 0.0057772778069901361 0.0032918893797178779 0.0033140897283284185 0.0049352984926206303 0.0021177301520571307 0.0068672286517763451 0.0054610541680669448 0.0078588968843845905 0.0070723388498453547 0.004461225846251104 0.0058029020557090298 0.0040542977633771229 0.00038157221484370858 0.0034870449419233908 0.0072109448643624474 0.0066847801232695677 0.0054405196852030527 0.0059921112992912971 0.0058385316857016301 0.0048465752487523266 0.0064849695537854638 0.0060476775119131191
leaf_weight=82 65 54 91 95 54 54 59 87 71 52 97 73 57 53 52 52 67 526 77 166 104 56 127 59
leaf_count=82 65 54 91 95 54 54 59 87 71 52 97 73 57 53 52 52 67 526 77 166 104 56 127 59
internal_value=0 0.00365664 0.00413692 0.00506399 0.00620187 0.00282278 0.00347168 0.00579267 0.00453376 0.00633699 0.00628389 0.00590897 0.00615585 0.00514329 0.00113722 0.00275943 0.00645232 0.0064736 0.00640854 0.00624727 0.00649985 0.00532918 0.00619404 0.00662057
internal_weight=0 662 556 326 1668 230 165 231 125 1543 1491 501 428 144 106 111 315 990 893 248 816 113 231 585
internal_count=2330 662 556 326 1668 230 165 231 125 1543 1491 501 428 144 106 111 315 990 893 248 816 113 231 585
is_linear=0
shrinkage=0.00226508


Tree=725
num_leaves=22
num_cat=0
split_feature=0 16 4 48 4 2 1 16 3 16 52 0 16 52 40 16 1 51 4 4 2
split_gain=6.71134 9.26789 8.61879 9.85784 9.9199 8.00875 8.3308 7.20416 5.88855 5.82624 5.49748 5.86492 35.6705 12.0584 4.44749 5.1985 6.33093 5.44797 5.25465 2.40384 1.35878
threshold=-0.094124999999999986 -0.14839499999999997 -0.064209999999999989 -1.0000000180025095e-35 -0.010189999999999999 0.11225500000000001 0.098420000000000021 -0.4957399999999999 -0.0035149999999999995 -0.11777499999999998 -0.56073999999999991 0.0037850000000000002 0.07277500000000002 -0.11044 -0.061244999999999994 0.0060650000000000009 0.11551000000000002 -0.085574999999999984 -0.05584999999999999 -0.00013999999999999996 0.10836000000000003
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=2 20 -1 -4 -5 6 8 -7 9 -6 -3 14 -13 -14 -12 17 18 -16 -17 -19 -2
right_child=1 10 3 4 5 7 -8 -9 -10 -11 11 12 13 -15 15 16 -18 19 -20 -21 -22
leaf_value=0.0017299996084815771 0.0024750507615094747 0.0021840654859570869 -0.0020342703157012138 -0.0020527756566573801 0.0007066716692367078 0.00014888824280765009 -0.0017703389249570441 0.0026911946843664407 0.001775668088673967 -0.0013279371822701713 0.0020951254855673816 -0.0038916575596428813 -0.00041224142271256806 0.0031024914473898385 0.0023800897467301783 -0.0014158401311720652 0.0015507446734031446 0.00060082145601455129 0.00015610662668922464 0.0014228668764506567 0.0014034126765126605
leaf_weight=76 80 59 68 52 93 58 64 66 61 67 57 54 54 54 56 81 64 879 215 111 56
leaf_count=76 80 59 68 52 93 58 64 66 61 67 57 54 54 54 56 81 64 879 215 111 56
internal_value=0 0.000713083 7.34254e-05 -0.000164464 0.000111221 0.000386487 -9.88811e-05 0.0015025 0.000384907 -0.00014497 0.000606356 0.000549038 -0.000400469 0.00134461 0.000654217 0.000595762 5.03543e-05 0.00078342 -0.000273865 0.000693047 0.0020342
internal_weight=0 1820 605 529 461 409 285 124 221 160 1684 1625 162 108 1463 1406 360 1046 296 990 136
internal_count=2425 1820 605 529 461 409 285 124 221 160 1684 1625 162 108 1463 1406 360 1046 296 990 136
is_linear=0
shrinkage=0.00526051


Tree=726
num_leaves=18
num_cat=0
split_feature=156 12 13 12 2 12 2 3 475 15 0 12 0 0 133 2 0
split_gain=6.46664 9.2721 5.95177 14.3989 10.8117 10.6368 9.19369 7.87783 7.36905 15.9485 6.34895 7.9314 16.0752 6.02736 3.91754 5.63816 1.65404
threshold=0.10788500000000002 0.092215000000000005 -0.076289999999999983 0.096700000000000022 -0.00097499999999999985 -0.086449999999999985 0.12992500000000004 -0.014044999999999998 -0.052309999999999988 -0.0070899999999999991 0.11026000000000001 0.11650500000000001 -0.019414999999999998 -0.071519999999999986 0.088765000000000011 0.095415000000000014 -0.084869999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 7 14 9 -7 11 12 13 -10 15 -6 -16
right_child=1 -3 5 -5 6 8 -8 -9 10 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=0.0035069125959057055 0.0037049762423278952 0.0002466836607043095 -0.0019441555500460733 -0.0019877607802905304 0.00085473412481400462 0.00099002390926836137 0.0028803898877623837 -0.0011863450127666047 0.00019106540844816578 -0.0034472234551310198 0.0023956862727750722 0.0021378539242160113 -0.0023975809940359576 0.0013710178516040947 -0.00062769686561134927 0.0028171324952139328 0.0006413601759911972
leaf_weight=56 53 56 77 61 525 60 70 75 729 54 57 82 76 192 78 57 67
leaf_count=56 53 56 77 61 525 60 70 75 729 54 57 82 76 192 78 57 67
internal_value=0 0.00192882 0.000452078 0.000799971 0.000983284 0.00019275 0.000821144 0.00064133 0.000324434 -0.00111128 0.000468566 0.000366704 0.000220969 0.000437118 0.000829967 0.00104704 -4.08688e-05
internal_weight=0 109 2316 989 928 1327 872 802 1250 114 1136 1079 997 921 727 582 145
internal_count=2425 109 2316 989 928 1327 872 802 1250 114 1136 1079 997 921 727 582 145
is_linear=0
shrinkage=0.00592419


Tree=727
num_leaves=14
num_cat=0
split_feature=483 1428 15 2 0 16 151 15 1 16 123 13 1
split_gain=5.63756 6.35934 5.25208 5.60388 5.2197 13.7796 12.8746 12.1047 8.61197 7 5.61466 4.80541 2.23547
threshold=0.11579500000000002 0.081935000000000022 0.13673000000000005 0.15518000000000001 -0.10566999999999999 -0.34140499999999996 0.032230000000000009 -0.032264999999999995 0.12072500000000001 -0.093079999999999982 0.084600000000000022 -0.061199999999999991 0.13554500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 11 8 9 10 -7 -6 -1 -10
right_child=-2 -3 -4 -5 6 7 -8 -9 12 -11 -12 -13 -14
leaf_value=1.4974751521613164e-05 0.0019749061457594638 0.0019534502266447692 -0.0012799896400671996 0.0019194815013859024 0.00037292517481939005 -0.0018206363890354324 0.0028018606304665412 -0.0029939628893550442 -0.0019032024228693761 0.00057992076959455664 0.0021655805798522706 0.0018161129244115303 -0.00036475495984187965
leaf_weight=89 63 69 59 63 1555 55 63 70 54 96 52 82 55
leaf_count=89 63 69 59 63 1555 55 63 70 54 96 52 82 55
internal_value=0 0.000348313 0.000299987 0.00034174 0.000295929 -0.000264468 0.000419444 -0.0011495 0.000331945 -0.000294075 0.000430968 0.000879013 -0.00112745
internal_weight=0 2362 2293 2234 2171 392 1779 221 1716 151 1607 171 109
internal_count=2425 2362 2293 2234 2171 392 1779 221 1716 151 1607 171 109
is_linear=0
shrinkage=0.00536572


Tree=728
num_leaves=12
num_cat=0
split_feature=4 1 52 4 49 1 2 157 400 2 1
split_gain=5.90729 14.11 19.3677 11.7809 6.34329 5.75932 6.69012 4.64994 5.10509 14.0188 4.73826
threshold=-0.16772499999999999 0.080125000000000016 -0.13993999999999998 -0.13833499999999996 -0.14715999999999999 0.14218000000000003 0.14062000000000005 -0.10151999999999999 -0.010504999999999999 0.089350000000000013 0.11189500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 7 -6 9 -9 -10
right_child=3 2 -4 4 5 -7 -8 8 10 -11 -12
leaf_value=-0.00095032665689462532 -0.0030671186253248134 0.00060528167951214929 0.0060621620679325305 -0.0017486076854427714 -0.0016566165459443287 0.0025673497847798002 -0.0019252980938481922 0.00082176186346088998 0.00053386805887272154 -0.0037605416720424283 0.0017424364784401657
leaf_weight=77 54 82 62 71 53 70 64 110 1529 54 199
leaf_count=77 54 82 62 71 53 70 64 110 1529 54 199
internal_value=0 0.00159417 0.00295532 0.000330815 0.000416195 0.000490163 0.000417748 0.000494886 0.000555197 -0.000686566 0.000673095
internal_weight=0 221 144 2204 2150 2079 2009 1945 1892 164 1728
internal_count=2425 221 144 2204 2150 2079 2009 1945 1892 164 1728
is_linear=0
shrinkage=0.00736598


Tree=729
num_leaves=20
num_cat=0
split_feature=1 3 3 4 3 4 1 0 11 3 13 0 12 4 16 3 16 3 4
split_gain=743.673 202.783 59.4803 56.5166 55.9262 44.9309 36.5758 29.5083 39.5003 33.4511 28.3059 17.7405 20.4268 17.4844 15.4903 9.53514 7.6606 6.38407 3.73362
threshold=0.10342000000000001 -0.052614999999999995 0.31534000000000006 0.36766000000000004 0.0075150000000000008 0.054560000000000004 0.081925000000000012 0.14486500000000005 0.074925000000000005 -0.11197999999999998 -0.0078949999999999975 -0.10566999999999999 0.090310000000000015 -0.039459999999999995 -0.45516499999999999 0.13772500000000001 -0.073494999999999991 -0.074979999999999977 0.0030100000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 13 10 7 14 8 9 -1 -3 -11 18 -2 -7 -6 -14 -16 -13
right_child=1 2 -4 -5 15 6 -8 -9 -10 11 -12 12 16 -15 17 -17 -18 -19 -20
leaf_value=0.0048894087930961318 0.0071401373157644202 0.0026601934390269432 0.00050174770094345397 0.0035403854154995242 0.0044180237671439023 0.0069846341505526068 0.0038479785293991636 0.0049320785804093867 0.0080774271792031071 0.0056376111740763391 0.00059342230555189837 0.0069519726407930617 0.0066630981471406201 0.005469280929854152 0.0060552369926150321 0.0032031590152813674 0.0061033253292499525 0.0049781593357411408 0.0063255184079671796
leaf_weight=59 54 95 66 63 82 57 52 53 94 87 53 789 219 80 59 56 299 55 53
leaf_count=59 54 95 66 63 82 57 52 53 94 87 53 789 219 80 59 56 299 55 53
internal_value=0 0.00347043 0.00244045 0.00531067 0.00288775 0.00646783 0.00551278 0.00659665 0.00665178 0.00656278 0.00192023 0.00663099 0.00669452 0.00614279 0.00601889 0.00392521 0.00634003 0.00553581 0.00691257
internal_weight=0 549 352 197 286 1876 223 1653 1600 1506 148 1447 1360 134 171 138 518 114 842
internal_count=2425 549 352 197 286 1876 223 1653 1600 1506 148 1447 1360 134 171 138 518 114 842
is_linear=0
shrinkage=0.00226508


Tree=730
num_leaves=22
num_cat=0
split_feature=1 3 40 3 3 3 1 13 1 1 1 48 1 13 1 1 51 1 13 3 13
split_gain=732.702 112.328 66.4843 35.8389 43.7224 27.3439 16.9345 16.6503 16.5466 13.7965 12.5045 10.5422 9.94216 17.0426 14.2184 9.36363 17.9651 9.6902 11.1967 8.7024 4.67905
threshold=0.10892500000000001 -0.052614999999999995 -0.026419999999999996 0.31534000000000006 0.12991000000000003 -0.072024999999999992 0.12180500000000001 -0.11122999999999998 0.10080500000000002 0.094750000000000015 0.12394500000000001 0.093265000000000015 1.0000000180025095e-35 -0.0076349999999999986 0.087265000000000009 0.091275000000000009 -0.094344999999999984 0.10171500000000001 -0.053824999999999991 -0.11255999999999998 -0.067389999999999992
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=2 6 9 4 10 7 -2 -4 12 -1 -3 15 13 20 -14 16 -9 18 -17 -18 -7
right_child=1 3 5 -5 -6 8 -8 11 -10 -11 -12 -13 14 -15 -16 17 19 -19 -20 -21 -22
leaf_value=0.0044425164154078978 0.0043621119181224844 0.0020502134970172407 0.0064577572593700564 0.00045119310044655988 0.0035125802856036405 0.005516933618608796 0.0029884838387062452 0.0046747750430528954 0.0038554940843820995 0.0030643624365236043 0.00094941489166944812 0.004725785118941536 0.0061756043725025292 0.0038633726931930268 0.0048999401869723059 0.0052545932395006182 0.0061823425054404737 0.0056449846316366627 0.0040233279676778954 0.0055039507965086703 0.0047513724061586547
leaf_weight=53 82 82 55 68 57 58 57 95 56 56 73 89 53 61 86 57 77 56 54 940 63
leaf_count=53 82 82 55 68 57 58 57 95 56 56 73 89 53 61 86 57 77 56 54 940 63
internal_value=0 0.00237819 0.0052014 0.0016728 0.00206454 0.00529021 0.00379897 0.00541298 0.00482678 0.00373466 0.00153191 0.00537096 0.00499616 0.00469794 0.00538649 0.00541583 0.00548013 0.00498762 0.00465579 0.00555533 0.00511851
internal_weight=0 419 1909 280 212 1800 139 1423 377 109 155 1368 321 182 139 1279 1112 167 111 1017 121
internal_count=2328 419 1909 280 212 1800 139 1423 377 109 155 1368 321 182 139 1279 1112 167 111 1017 121
is_linear=0
shrinkage=0.00193323


Tree=731
num_leaves=25
num_cat=0
split_feature=4 3 3 43 3 2 12 11 3 4 3 13 4 0 0 402 3 4 2 133 49 43 0 12
split_gain=736.872 274.841 142.562 134.877 50.0797 32.3382 31.6763 29.241 48.7896 21.3286 20.6166 18.7025 16.8097 15.6564 12.5131 7.42569 8.81697 5.08053 4.62367 4.39934 6.99301 2.76038 2.36956 2.17753
threshold=0.27287000000000006 -0.06340999999999998 0.25468500000000005 -0.033174999999999989 -0.066704999999999987 0.13443000000000002 0.092495000000000008 1.0000000180025095e-35 -0.107915 -0.14538499999999996 0.092330000000000009 -0.0094049999999999984 0.053255000000000004 -0.10417499999999999 -0.13314999999999996 0.083730000000000013 -0.11255999999999998 0.0049200000000000008 0.095620000000000011 0.087575000000000014 0.085870000000000016 -0.038674999999999994 -0.084524999999999975 0.099815000000000015
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 6 3 11 -2 14 7 8 -1 -5 13 -3 15 -11 -6 16 -8 19 21 20 -10 -18 -21 -20
right_child=4 2 -4 9 5 -7 12 -9 17 10 -12 -13 -14 -15 -16 -17 18 -19 23 22 -22 -23 -24 -25
leaf_value=0.0053739406865870162 0.0041261263237807252 0.0047918659261190107 0.0016127967873265454 0.0077293520777813977 0.0034684435816037746 0.00063771228825383662 0.0078433520781004823 0.0088895940353280918 0.0075504157287531277 0.0077359540879444605 0.0051218367988065472 0.003252487630551565 0.0058411064329695148 0.0061226809691085704 0.0019081722989231975 0.0061233954435042769 0.0069034725952464068 0.006924549163794722 0.0068659876810231672 0.0069079825637862989 0.008409659760981833 0.0074716346631010563 0.0074312270827178832 0.0062546758797834712
leaf_weight=63 78 87 52 75 54 67 63 70 580 54 58 82 90 80 56 53 124 82 62 77 56 75 124 66
leaf_count=63 78 87 52 75 54 67 63 70 580 54 58 82 90 80 56 53 124 82 62 77 56 75 124 66
internal_value=0 0.00674567 0.00522937 0.00566065 0.0025835 0.00190356 0.0072125 0.00744521 0.00734222 0.00668314 0.00627433 0.00404509 0.00675314 0.00677299 0.00267435 0.00693837 0.00704906 0.00747713 0.00689595 0.00753123 0.00762611 0.00711773 0.0072309 0.00655097
internal_weight=0 2073 488 436 255 177 1585 1052 982 267 192 169 533 134 110 443 390 919 327 837 636 199 201 128
internal_count=2328 2073 488 436 255 177 1585 1052 982 267 192 169 533 134 110 443 390 919 327 837 636 199 201 128
is_linear=0
shrinkage=0.00231039


Tree=732
num_leaves=23
num_cat=0
split_feature=4 3 3 3 4 2 48 15 12 11 3 3 4 4 3 16 3 4 13 48 52 2
split_gain=1045.63 342.977 165.869 80.9322 75.2651 51.6258 39.3159 38.1316 28.7651 41.2039 39.6343 20.1977 17.497 15.9213 10.0285 14.0397 12.1302 5.4941 4.25253 4.3599 2.13163 1.821
threshold=0.30163500000000004 -0.06340999999999998 0.25468500000000005 -0.00079499999999999981 -0.057539999999999994 0.14019000000000004 0.084965000000000027 -0.088954999999999992 0.092495000000000008 1.0000000180025095e-35 -0.107915 -0.010299999999999998 0.053255000000000004 -0.015789999999999995 -0.11327499999999999 -0.013324999999999998 -0.08095999999999999 0.0049200000000000008 -0.00038499999999999998 0.085130000000000025 0.099400000000000016 0.08079500000000002
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 6 -5 11 13 -6 9 10 -1 -2 14 -3 -10 20 -17 18 19 -12 21 -16
right_child=5 2 -4 4 7 -7 -8 -9 12 -11 17 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0050175138134352856 0.0027548849226039008 0.003885544801261351 0.0010361606742940108 0.007469626012407464 0.006088631717227207 -0.00028505788999485344 0.0030029056390076677 0.0037644732648705816 0.0070735319351843354 0.0083530161058436268 0.0069109379258497257 0.0013185260397780665 0.0053067846963667474 0.0053940811613920952 0.0064120879447237423 0.0048599111819152968 0.006144855446929341 0.0062518531464563652 0.0062545342591703978 0.0063206888420777327 0.0062752954228427514 0.0069234493113501366
leaf_weight=63 82 52 55 85 62 62 92 67 71 70 717 98 91 83 58 53 92 86 57 63 93 76
leaf_count=63 82 52 55 85 62 62 92 67 71 70 717 98 91 83 58 53 92 86 57 63 93 76
internal_value=0 0.00608156 0.00453182 0.00496774 0.00590971 0.00139439 0.0040796 0.00488169 0.00656499 0.00676936 0.00665691 0.00197299 0.00616079 0.00481318 0.00633617 0.00619537 0.00567534 0.00676878 0.00682186 0.00686329 0.00652745 0.00670228
internal_weight=0 2086 496 441 214 242 227 129 1590 1056 986 180 534 135 443 372 145 923 837 780 227 134
internal_count=2328 2086 496 441 214 242 227 129 1590 1056 986 180 534 135 443 372 145 923 837 780 227 134
is_linear=0
shrinkage=0.00213444


Tree=733
num_leaves=20
num_cat=0
split_feature=1 4 1 12 12 1 13 12 43 4 4 0 12 12 4 4 13 49 4
split_gain=754.731 85.2238 84.0929 73.192 56.2157 72.9278 45.0193 31.0405 29.0956 27.4705 24.9276 37.5616 20.5121 17.1234 12.2977 24.0429 11.4006 9.19833 2.66729
threshold=0.10892500000000001 0.27161500000000005 0.13554500000000003 0.085090000000000013 -0.007389999999999999 0.092810000000000017 -0.10664 0.11844 -0.078654999999999989 0.061375000000000006 -0.074219999999999994 -0.098524999999999988 0.054520000000000006 0.089885000000000007 -0.49862999999999996 -0.11205499999999999 -0.062109999999999992 -0.0093449999999999974 0.064645000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 5 -1 -4 10 -2 -5 11 -6 -12 17 -13 -16 -10 -14 -15
right_child=2 -3 6 9 7 -7 -8 -9 16 -11 12 14 13 18 15 -17 -18 -19 -20
leaf_value=0.0060633511663470141 0.0013284373647364893 0.00317796409839112 6.731941881849678e-05 0.0057727217542507155 0.0079465314337309051 0.0030465516315446848 0.0024237255130172665 0.0045030592468892003 0.002523687703132378 0.0036720365013954508 0.0047712154697084844 0.0068311007975749259 0.0056464398863101456 0.0056237054893242865 0.0048435441905227746 0.0061708489250728183 0.0037966257314170178 0.006354009225956741 0.0051243325727694652
leaf_weight=68 55 52 59 53 52 67 81 61 62 52 81 95 107 348 64 575 57 286 53
leaf_count=68 55 52 59 53 52 67 81 61 62 52 81 95 107 348 64 575 57 286 53
internal_value=0 0.00576928 0.00272856 0.00337967 0.00584183 0.00456629 0.00143083 0.00594182 0.00256313 0.00473259 0.00599464 0.00626013 0.00575613 0.00585658 0.00614063 0.00603795 0.0031336 0.00616142 0.00555776
internal_weight=0 1909 419 279 1857 135 140 1722 174 105 1661 786 875 794 734 639 119 393 401
internal_count=2328 1909 419 279 1857 135 140 1722 174 105 1661 786 875 794 734 639 119 393 401
is_linear=0
shrinkage=0.00205156


Tree=734
num_leaves=24
num_cat=0
split_feature=4 3 3 2 2 3 3 4 52 16 2 3 16 16 52 3 51 15 4 51 2 3 2
split_gain=784.199 271.661 144.072 71.216 67.4077 59.1313 28.7056 26.3374 25.6732 23.3897 20.4627 22.1561 15.5882 15.5097 18.8022 14.7409 7.22887 7.11249 6.90717 8.88189 5.26309 6.72424 4.98198
threshold=0.27287000000000006 -0.06340999999999998 0.25468500000000005 -0.007134999999999999 0.099450000000000024 -0.066704999999999987 -0.00079499999999999981 -0.05584999999999999 -0.05670999999999999 -0.49181999999999998 0.10188000000000001 -0.14265999999999998 -0.0011349999999999999 0.39524000000000009 0.048285000000000008 0.084735000000000019 -0.088934999999999986 -1.0000000180025095e-35 0.054560000000000004 -0.085504999999999984 0.092365000000000017 -0.082224999999999979 0.090225000000000014
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=1 10 3 -3 7 -2 8 -5 -6 -7 11 -1 18 14 -12 -9 -14 -15 19 -13 21 -18 -21
right_child=5 2 -4 4 6 9 -8 15 -10 -11 13 12 16 17 -16 -17 20 -19 -20 22 -22 -23 -24
leaf_value=0.0084326600573441223 0.0043782867055879721 0.0035629685802738426 0.0019982248368862702 0.0083595152130998343 0.0035045189138376239 0.0029168441158210112 0.0062926099212233712 0.0071709522656300323 0.0055656045176077978 0.001332664563141452 0.0051716135541928308 0.0083444611309464803 0.0061049227769902435 0.0067823050806477278 0.0068601463065382723 0.0056712113256287364 0.0075873559234769872 0.0078879150491206109 0.0067406817173504587 0.0075075291062462121 0.0064307560314410912 0.006634621451966579 0.0070742109267202726
leaf_weight=90 78 57 52 56 55 86 78 78 60 91 52 54 52 60 79 52 94 52 64 722 54 57 155
leaf_count=90 78 57 52 56 55 86 78 78 60 91 52 54 52 60 79 52 94 52 64 722 54 57 155
internal_value=0 0.00684482 0.00542426 0.00583282 0.00617413 0.00279872 0.00527231 0.00710977 0.00458007 0.00210251 0.00728218 0.00738761 0.00731247 0.00669982 0.00619007 0.00657123 0.00683335 0.00729583 0.00743619 0.00748398 0.00701801 0.00722787 0.00743097
internal_weight=0 2073 488 436 379 255 193 186 115 177 1585 1342 1252 243 131 130 257 112 995 931 205 151 877
internal_count=2328 2073 488 436 379 255 193 186 115 177 1585 1342 1252 243 131 130 257 112 995 931 205 151 877
is_linear=0
shrinkage=0.00217713


Tree=735
num_leaves=20
num_cat=0
split_feature=1 3 1 12 2 4 4 11 15 4 2 16 4 0 12 4 0 4 16
split_gain=672.465 85.2506 80.1334 109.46 46.6161 41.6177 38.681 31.5522 27.9624 26.4361 22.5634 14.6814 10.4337 17.8547 10.4027 10.3404 7.928 6.33704 4.21069
threshold=0.109225 -0.052614999999999995 0.092655000000000015 -1.0000000180025095e-35 0.14721500000000001 0.046720000000000005 0.24726500000000004 1.0000000180025095e-35 -0.077559999999999976 0.062150000000000004 0.11366500000000002 -0.11010999999999999 -0.26545999999999997 -0.068484999999999976 -0.085719999999999977 -0.16772499999999999 -0.11471499999999998 0.20353000000000002 -0.024819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 -4 8 7 -2 10 14 15 12 17 -1 16 -3 -5 -14 -7 -17
right_child=1 4 3 9 -6 11 -8 -9 -10 -11 -12 -13 13 -15 -16 18 -18 -19 -20
leaf_value=0.0077265440298620669 0.0060047697830174756 0.0020164915682787275 0.003228349070000859 0.0072910927087673199 0.0012514082590048068 0.0067205849670618784 0.0034961038120472116 0.0082590954332112942 0.0044694655874540894 0.0048887361438380936 0.005529368640886015 0.0051257180925452575 0.0060249476095890651 0.005585265322683248 0.003214413246118221 0.0065452803728230473 0.0068928656388796763 0.005701323681623998 0.0057317496314389961
leaf_weight=62 71 60 79 69 77 73 53 74 66 58 69 92 55 58 89 82 1079 52 52
leaf_count=62 71 60 79 69 77 73 53 74 66 58 69 92 55 58 89 82 1079 52 52
internal_value=0 0.00338982 0.00649941 0.00551921 0.00273454 0.00670588 0.00493271 0.00684652 0.0032656 0.00621252 0.00676749 0.00580039 0.0068356 0.00678923 0.00273219 0.00659062 0.00685079 0.00629676 0.00622976
internal_weight=0 416 1954 340 292 1614 124 1397 215 261 1323 217 1254 1192 149 203 1134 125 134
internal_count=2370 416 1954 340 292 1614 124 1397 215 261 1323 217 1254 1192 149 203 1134 125 134
is_linear=0
shrinkage=0.00222067


Tree=736
num_leaves=19
num_cat=0
split_feature=2 15 160 156 2 2 148 48 4 16 16 4 4 2 2 16 15 2
split_gain=19.4656 9.67391 8.67453 10.2524 11.8266 13.5133 5.68113 13.2 6.35672 12.612 7.07492 7.86914 6.43132 5.21756 5.01364 3.82964 3.54736 2.96474
threshold=0.16730000000000003 -0.092534999999999992 -0.24131999999999995 0.083125000000000018 -1.0000000180025095e-35 0.089540000000000022 -0.081574999999999995 -0.065224999999999991 -0.37983499999999992 0.25032500000000008 -0.071629999999999985 -0.13833499999999996 0.029980000000000003 0.10124000000000001 0.12827000000000002 -0.34140499999999996 -0.11764999999999999 0.090225000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 16 -3 -8 9 -9 13 -12 -13 17 15 -7 -6 -10
right_child=-2 6 3 -5 5 14 7 8 10 -11 11 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0031509074568957709 -0.0011738484361067442 0.00051988769058720365 -0.0015892258862898745 0.0028102132642870295 0.0032916583109458752 0.0017160225480615345 0.0043353418183526733 0.0046346454104938912 0.0022263116302400385 0.0017365654424073204 -0.00035478814197110109 0.0018646430191524318 0.00056236507230646995 0.003435776266513499 -0.0011038039001427784 0.00011683909135297165 0.0015049758975102276 0.0013398674945298361
leaf_weight=52 57 65 52 66 58 60 62 65 537 94 53 622 115 80 52 106 56 118
leaf_count=52 57 65 52 66 58 60 62 65 537 94 53 622 115 80 52 106 56 118
internal_value=0 0.00181654 0.00119519 0.000969079 0.000652494 0.00100377 0.00198875 0.0020434 0.00195899 0.00292165 0.00185858 0.00152617 0.00166151 0.00221579 0.000265819 0.000695182 0.00241446 0.0020667
internal_weight=0 2313 502 450 384 332 1811 1746 1684 159 1525 790 737 735 218 166 114 655
internal_count=2370 2313 502 450 384 332 1811 1746 1684 159 1525 790 737 735 218 166 114 655
is_linear=0
shrinkage=0.00505624


Tree=737
num_leaves=25
num_cat=0
split_feature=1 3 1 3 10 2 3 2 3 15 15 2 3 3 159 133 483 15 133 133 1212 15 50 133
split_gain=952.35 165.271 98.5146 78.5088 73.4377 38.5081 35.5408 33.6375 33.6306 24.411 18.5617 14.4582 10.3222 23.1085 9.42419 8.51134 7.67557 7.23409 5.33505 3.1749 2.87299 2.85547 2.15086 0.472892
threshold=0.109225 -0.052614999999999995 0.089625000000000024 -0.031844999999999991 -1.0000000180025095e-35 0.10836000000000003 -0.0035149999999999995 0.13880500000000004 -0.14443999999999999 -0.079799999999999996 -0.18239999999999998 0.092365000000000017 -0.088714999999999988 -0.22382999999999997 0.082585000000000006 0.024130000000000002 -0.065184999999999979 -0.052259999999999994 -0.013049999999999997 0.098785000000000012 0.058525000000000008 0.084050000000000014 0.089465000000000017 -0.081654999999999991
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 9 5 12 -3 8 -5 10 -1 -2 -6 16 13 -4 15 23 -10 -7 21 -17 -20 -18 -14 -13
right_child=1 4 3 6 7 17 -8 -9 11 -11 -12 14 22 -15 -16 19 18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0056847067384161315 0.002233501673493348 -0.00079735912346386465 0.0045603034977014963 0.0017902774954435851 0.00095143898142018685 0.0041692470778378551 0.0033795433457007875 0.00025233866582730931 0.0052921466271117637 0.003778271684150512 0.0021706809206868396 0.0038548709643009054 0.0042549696025001079 0.0029556400766859278 0.0048898857114196238 0.0046783269491339876 0.0050561830694053622 0.0034889556637184172 0.0046006450033690641 0.0041510472989812336 0.0042884012393765106 0.0047027208877287799 0.0046387642101040454 0.0036156565674705554
leaf_weight=86 52 68 53 72 61 88 98 70 57 72 93 54 93 53 55 61 104 98 454 78 110 203 84 53
leaf_count=86 52 68 53 72 61 88 98 70 57 72 93 54 93 53 55 61 104 98 454 78 110 203 84 53
internal_value=0 0.00147016 0.00433076 0.00362892 0.000764975 0.00454256 0.00270655 0.00123934 0.00464603 0.00313061 0.00168785 0.00457333 0.00418293 0.00375814 0.00424575 0.00410166 0.00467957 0.00381091 0.00463946 0.00438258 0.00453978 0.00482252 0.00443721 0.00373655
internal_weight=0 416 1954 453 292 1501 170 224 1315 124 154 1229 283 106 301 246 928 186 871 139 564 307 177 107
internal_count=2370 416 1954 453 292 1501 170 224 1315 124 154 1229 283 106 301 246 928 186 871 139 564 307 177 107
is_linear=0
shrinkage=0.00171665


Tree=738
num_leaves=17
num_cat=0
split_feature=1 52 52 0 2 2 131 124 51 480 51 1 160 0 131 51
split_gain=17.8816 11.8073 21.2229 16.2009 7.75045 6.60664 4.4989 4.80457 5.30987 4.29117 6.21833 17.1865 5.12294 2.4166 1.58217 1.49926
threshold=0.109225 -0.23574499999999998 -0.069034999999999985 -0.14032999999999998 -0.0091949999999999983 0.13712500000000002 0.095205000000000026 -0.084854999999999986 0.11221500000000002 -0.068944999999999992 0.07955000000000001 0.077800000000000022 1.0000000180025095e-35 -0.064304999999999987 0.11657500000000001 0.13691500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 13 7 -6 9 -9 12 -12 -11 -5 -8 -10
right_child=1 2 3 5 6 -7 14 8 15 10 11 -13 -14 -15 -16 -17
leaf_value=2.5219452605246051e-05 0.0038052137320637651 -0.0026245036658504202 -0.0012815029317302966 0.0024513506747722044 0.0041468042306122858 0.00083549710607198761 0.004169641318172216 0.0039949728753532407 0.0044925144929968746 0.0020831240662447818 0.0030447004406581268 -0.00214864223122269 0.0032258219852106559 0.0043600485314470583 0.0027937298216649917 0.0029355967594074275
leaf_weight=60 53 79 79 69 65 84 85 57 55 1190 61 53 205 52 67 56
leaf_count=60 53 79 79 69 65 84 85 57 55 1190 61 53 205 52 67 56
internal_value=0 0.000863511 0.00043381 0.00128479 0.00238714 0.0022741 0.00246193 0.00236576 0.00229668 0.00219663 0.00212865 0.000629627 0.0022511 0.00327221 0.00356362 0.00370768
internal_weight=0 416 363 284 1954 205 1894 1742 1677 1566 1509 114 1395 121 152 111
internal_count=2370 416 363 284 1954 205 1894 1742 1677 1566 1509 114 1395 121 152 111
is_linear=0
shrinkage=0.0066716


Tree=739
num_leaves=12
num_cat=0
split_feature=3 3 4 16 3 40 2 472 40 4 0
split_gain=13.5946 12.4936 11.3113 10.9426 8.87409 10.3785 7.57921 5.16457 3.87393 7.90172 7.80627
threshold=0.30112000000000005 -0.23303499999999996 0.26450500000000005 -0.42004999999999992 0.11372500000000001 -0.084709999999999994 0.11543000000000002 -0.079609999999999986 -1.0000000180025095e-35 0.0036400000000000004 -0.029554999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -3 -4 -7 9 -9 -10
right_child=-2 2 3 -5 -6 7 -8 8 10 -11 -12
leaf_value=0.0047992461968634405 -0.00076802922115271359 -0.0011627399496447074 0.0032566333909802977 -0.0016172038193437643 0.0051069873225888813 0.0043067815293297606 -0.00019744804554804618 0.0054839450667058254 0.0021058696806738825 0.0014206369835858676 -0.00012280667713456016
leaf_weight=87 96 53 76 89 53 58 63 52 1601 52 90
leaf_count=87 96 53 76 89 53 58 63 52 1601 52 90
internal_value=0 0.00206119 0.00195223 0.00039902 0.00213297 0.00205023 0.00169055 0.00214217 0.00207218 0.00345305 0.00198721
internal_weight=0 2274 2187 228 1959 1906 139 1853 1795 104 1691
internal_count=2370 2274 2187 228 1959 1906 139 1853 1795 104 1691
is_linear=0
shrinkage=0.00736598


Tree=740
num_leaves=27
num_cat=0
split_feature=1 1 12 40 12 4 133 13 12 4 4 1 49 4 12 1 12 49 49 1456 42 132 13 42 1 133
split_gain=765.439 129.906 120.462 45.7058 32.5837 29.4019 20.566 19.9631 19.4901 16.9101 14.8622 13.9034 13.2344 12.5602 11.9134 8.72762 7.91922 6.75415 12.4103 11.4628 4.74349 4.46433 4.6454 4.53601 1.47412 0.619081
threshold=0.10312500000000001 0.13630500000000004 0.085090000000000013 -0.026419999999999996 0.09141500000000001 -0.036279999999999993 0.087035000000000015 0.06301000000000001 0.11721500000000001 -0.084384999999999988 0.053255000000000004 0.089910000000000004 -0.05529499999999999 0.50373500000000015 0.10124000000000001 0.11224000000000002 0.088125000000000023 0.082565000000000013 0.088595000000000021 -1.0000000180025095e-35 0.077855000000000021 -0.037359999999999997 -0.079149999999999984 -0.079234999999999986 1.0000000180025095e-35 -0.015324999999999997
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=3 2 6 -1 7 -4 12 9 10 20 21 17 -2 -3 -7 -14 -13 19 -19 -11 24 -6 -23 -24 25 -5
right_child=1 13 5 4 8 14 -8 -9 -10 11 -12 16 15 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27
leaf_value=0.0056350378824109931 0.0051437254519662518 0.0029818681669373645 0.0076545719228915876 0.0079766237633594993 0.0077778275120092234 0.006390981332105466 0.0027469174709928638 0.0062409102209248892 0.0055794912478726068 0.006526647179762193 0.0061531120149626618 0.0060683080247904342 0.003158370325481696 0.0015878800854076142 0.0049321138313627964 0.0043099392534950189 0.0072930305033425801 0.0087650417324024767 0.0075239797371500711 0.0075460658366429999 0.0087073087774472719 0.0075865841530289311 0.0073933422624049361 0.006814338349065468 0.0082411976247012495 0.0076328544017472445
leaf_weight=86 54 61 53 56 52 54 63 57 52 62 86 52 55 67 57 80 53 59 124 467 54 75 93 249 59 60
leaf_count=86 54 61 53 56 52 54 63 57 52 62 86 52 55 67 57 80 53 59 124 467 54 75 93 249 59 60
internal_value=0 0.00420906 0.00481106 0.00721592 0.00729541 0.00629258 0.0038468 0.00752304 0.00688173 0.00759289 0.0070037 0.00744306 0.0042133 0.00225239 0.00564205 0.00384096 0.00668673 0.00755456 0.00792423 0.00742663 0.00812733 0.00715962 0.00708248 0.00697186 0.00794823 0.00779902
internal_weight=0 544 416 1796 1710 164 252 1103 607 1046 555 817 189 128 111 135 105 712 183 529 229 469 417 342 175 116
internal_count=2340 544 416 1796 1710 164 252 1103 607 1046 555 817 189 128 111 135 105 712 183 529 229 469 417 342 175 116
is_linear=0
shrinkage=0.00222067


Tree=741
num_leaves=19
num_cat=0
split_feature=1 3 13 16 52 1 3 3 13 130 40 3 3 1454 1446 474 457 43
split_gain=18.4887 9.89841 8.58516 8.93045 7.96167 17.1298 7.36396 14.1454 9.33457 7.29616 6.26644 4.43919 13.0679 3.6167 3.99048 4.0697 5.90673 2.14032
threshold=0.10322500000000003 -0.13795999999999997 0.034905000000000012 -0.084699999999999984 0.055990000000000005 0.10776500000000001 0.31370500000000007 0.077930000000000013 -0.0072499999999999995 0.012250000000000002 -0.055059999999999991 -0.14443999999999999 -0.097094999999999987 0.081720000000000015 0.083715000000000026 0.089190000000000005 0.048870000000000004 -0.026594999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 -4 5 -3 7 8 10 -5 -7 -1 -13 14 15 16 -14 -16
right_child=1 4 3 9 -6 6 -8 -9 -10 -11 -12 12 13 -15 17 -17 -18 -19
leaf_value=0.0043051000515180763 0.0026142191416062867 -0.0041253526463571723 0.0030129777897793556 -0.0013877101707722667 0.0018612300674338703 0.0025813348440008915 -0.0020917000401778157 0.0034160205259580992 -0.0028094130906075889 0.0016507992170821737 -0.0008144074070434975 -0.0011873604057852745 0.0022300089104964299 0.00087142804724190922 0.0027050861494792851 0.00047325091579590735 0.0040368180038523084 0.0045341167870538547
leaf_weight=52 99 52 65 93 103 53 53 73 52 69 56 55 1097 81 66 59 99 63
leaf_count=52 99 52 65 93 103 53 53 73 52 69 56 55 1097 81 66 59 99 63
internal_value=0 0.000590655 0.00208358 0.000795999 0.000137242 -0.000386342 0.000290846 0.000830805 -0.000340904 -9.30637e-05 0.00083604 0.00226946 0.00219977 0.00232699 0.00241212 0.00229007 0.00237963 0.00359892
internal_weight=0 541 1799 227 442 339 287 234 161 162 109 1572 1520 1465 1384 1255 1196 129
internal_count=2340 541 1799 227 442 339 287 234 161 162 109 1572 1520 1465 1384 1255 1196 129
is_linear=0
shrinkage=0.00707995


Tree=742
num_leaves=18
num_cat=0
split_feature=10 123 14 2 483 42 49 475 2 150 15 159 159 12 15 16 156
split_gain=15.9005 9.00249 12.1333 7.96929 7.97494 7.31869 7.65568 5.86571 4.54505 4.34094 5.44268 3.95331 9.80053 5.39138 6.66765 3.98047 3.86186
threshold=0.058500000000000003 1.0000000180025095e-35 -0.10708499999999999 0.10255500000000002 0.058525000000000008 0.095935000000000006 -0.047309999999999998 -0.088274999999999978 0.10859000000000001 0.08486500000000001 -0.11764999999999999 0.082200000000000009 0.11402500000000002 0.10222500000000002 0.083185000000000023 0.19578000000000004 0.083125000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 -4 -8 10 -3 13 16 15 -15 -9 -13
right_child=-2 9 3 4 -6 -7 8 11 -10 -11 -12 12 -14 14 -16 -17 -18
leaf_value=0.0034581637365737397 -0.0017546886523591718 -0.00054434748477228333 -0.00027589482565226688 -0.0018286180130200659 0.0025104531924878019 0.0017424540592379972 0.0014381131110456503 0.0015199306475244102 -9.9088202547950428e-05 -0.0012228629981951373 0.001770496187594619 0.0021939465330947589 0.0002998864159129932 -0.00097828758424515854 0.0016005375164591551 0.00032085381920335295 0.0040172295151546349
leaf_weight=70 55 60 60 57 54 83 77 1111 197 57 57 86 59 62 54 86 55
leaf_count=70 55 60 60 57 54 83 77 1111 197 57 57 86 59 62 54 86 55
internal_value=0 0.00116447 0.00126116 0.00118578 0.000570879 0.000317752 -3.9326e-05 0.00136869 0.00033269 -8.30895e-06 0.000582907 0.00143395 0.00213717 0.00132679 0.000221706 0.00143383 0.00290556
internal_weight=0 2285 2111 2041 468 414 331 1573 274 174 117 1513 200 1313 116 1197 141
internal_count=2340 2285 2111 2041 468 414 331 1573 274 174 117 1513 200 1313 116 1197 141
is_linear=0
shrinkage=0.00536572


Tree=743
num_leaves=21
num_cat=0
split_feature=1 52 1 12 14 124 4 0 52 3 0 4 4 39 3 0 50 4 4 4
split_gain=878.685 216.727 110.19 80.4839 63.2877 36.0502 32.0185 24.4687 22.4797 22.0834 21.9893 16.7172 22.6509 15.0355 11.723 11.4759 6.71368 5.45149 4.96793 0.726137
threshold=0.10312500000000001 -0.41304999999999997 0.13630500000000004 0.088105000000000003 0.062655000000000016 -0.076779999999999987 0.032965000000000001 -0.10891999999999999 -0.064819999999999989 0.31400500000000003 -0.079249999999999987 -0.46376499999999993 -0.095209999999999975 0.087880000000000014 0.11372500000000001 -0.11169999999999998 0.10877000000000002 0.094510000000000025 -0.0065299999999999993 -0.011154999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 -1 7 -7 -3 -4 16 -12 -13 14 -10 -8 18 -17 -9 -18
right_child=1 2 9 -5 -6 6 15 10 13 -11 11 12 -14 -15 -16 17 19 -19 -20 -21
leaf_value=0.003901132788226307 0.0059222571386394777 0.0012612963283094075 0.0012477227911543436 0.0041799998383445312 0.0074132321036926782 0.0042460845747867085 0.0054773978024326951 0.0058332035196673486 0.0036273933759475535 -0.00045209404434361022 0.006084365768104524 0.0039604118696891857 0.0053301470586832374 0.0016373404753996876 0.0022814113120280094 0.0047980421030617611 0.0055460063478027883 0.0040408070091338616 0.0062542932428896122 0.0052017184156714635
leaf_weight=60 69 90 69 103 68 52 71 637 53 56 93 57 347 52 52 101 52 63 140 55
leaf_count=60 69 90 69 103 68 52 71 637 53 56 93 57 347 52 52 101 52 63 140 55
internal_value=0 0.00259118 0.00210725 0.0026862 0.00550906 0.00543412 0.00548925 0.00560219 0.00206319 0.000486033 0.00565324 0.00531427 0.00513695 0.00252274 0.00296102 0.00480047 0.00584378 0.00450728 0.0059091 0.00536924
internal_weight=0 544 475 350 1796 1728 1668 1433 247 125 1381 497 404 157 105 235 884 164 777 107
internal_count=2340 544 475 350 1796 1728 1668 1433 247 125 1381 497 404 157 105 235 884 164 777 107
is_linear=0
shrinkage=0.00201133


Tree=744
num_leaves=28
num_cat=0
split_feature=1 52 1 12 1 2 14 12 3 3 12 16 1 42 3 43 16 3 13 42 2 133 42 13 43 12 2
split_gain=770.043 169.457 70.431 60.8726 40.5062 40.6746 28.9977 27.7618 25.0908 24.6759 15.1334 13.8161 25.4628 12.7583 11.9303 11.5485 11.4305 11.1727 10.2832 7.44013 7.13701 5.87529 3.50878 4.05108 2.8252 2.46826 2.25087
threshold=0.10312500000000001 -0.41304999999999997 0.13630500000000004 0.088105000000000003 0.089875000000000024 0.10060500000000001 0.062655000000000016 0.087045000000000025 0.085315000000000016 -1.0000000180025095e-35 0.091625000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.085495000000000015 -0.010299999999999998 -0.040789999999999993 -0.12029499999999999 -0.068254999999999982 0.021935000000000003 0.10017000000000002 0.091070000000000012 -0.013049999999999997 0.092475000000000016 -0.076289999999999983 -0.085594999999999991 0.096535000000000024 0.11701500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 6 10 9 14 -6 11 17 24 20 -3 -15 -4 21 19 25 -12 -1 23 -9 -13 -7 -10
right_child=1 2 16 -5 7 18 -8 22 26 -11 13 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0074534455862077381 0.007051492767807933 0.0027103580606996133 0.0020271632094945556 0.0050872102805146584 0.0038371880351463932 0.0069021834875101279 0.008845481327334247 0.0073189512020373952 0.0041041681657520163 0.0061412594563270868 0.0076384989115559675 0.0075590646744835436 0.0091514435517027152 0.0050745856791083975 0.0012310213029592266 0.0067044955256018324 0.00053546941114406259 0.0060156336682823915 0.005181731557389573 0.0055894465522139643 0.006550350150515972 0.0069789345294820754 0.0061309685694998966 0.0064089294280711261 0.0067606510001214674 0.0062703663285887737 0.0033844509107433195
leaf_weight=255 69 89 69 103 55 88 58 52 53 57 62 53 59 53 52 52 56 56 58 57 89 419 80 70 56 67 53
leaf_count=255 69 89 69 103 55 88 58 52 53 57 62 53 59 53 52 52 56 56 58 57 89 419 80 70 56 67 53
internal_value=0 0.00346087 0.00293923 0.00350348 0.00679062 0.00696022 0.00715206 0.0059901 0.00284296 0.00501003 0.00706692 0.00721712 0.00785247 0.00653997 0.00216497 0.00588203 0.00135909 0.00707086 0.00609898 0.0063498 0.00699731 0.0071585 0.00653337 0.00679702 0.00714911 0.00662924 0.00374456
internal_weight=0 544 475 350 1796 1482 1212 314 247 112 1154 898 168 256 141 105 125 730 270 212 151 674 202 122 109 155 106
internal_count=2340 544 475 350 1796 1482 1212 314 247 112 1154 898 168 256 141 105 125 730 270 212 151 674 202 122 109 155 106
is_linear=0
shrinkage=0.0024518


Tree=745
num_leaves=11
num_cat=0
split_feature=2 40 4 10 48 2 2 1374 4 16
split_gain=38.0658 9.98836 7.64086 8.7446 9.00729 9.49018 6.21909 6.03542 5.30145 2.55402
threshold=0.17000000000000001 0.051255000000000002 -0.21586499999999997 0.058500000000000003 0.12118000000000002 -0.013254999999999998 0.094955000000000025 0.084595000000000017 -0.13833499999999996 0.31615500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 8 -7 -8
right_child=-2 -3 3 -5 -6 7 9 -9 -10 -11
leaf_value=0.004597787625541412 -0.0034999041212205261 -0.00086673759641321528 0.0041500165350548618 -0.00086083302506560517 -0.00060076737406042043 -0.0001919734117763743 0.0013443757827573811 0.0036396911004244401 0.0016477409658102594 0.0029415783468803637
leaf_weight=53 54 57 57 52 63 59 70 54 1806 77
leaf_count=53 54 57 57 52 63 59 70 54 1806 77
internal_value=0 0.00163114 0.00169332 0.00158532 0.00164774 0.00171946 0.0028221 0.00164723 0.00158951 0.00218144
internal_weight=0 2348 2291 2091 2039 1976 200 1919 1865 147
internal_count=2402 2348 2291 2091 2039 1976 200 1919 1865 147
is_linear=0
shrinkage=0.00604267


Tree=746
num_leaves=21
num_cat=0
split_feature=1 52 2 12 14 12 52 52 4 1 12 2 4 15 4 52 16 16 52 13
split_gain=893.151 227.763 130.753 111.46 75.9315 78.3374 51.2573 82.4211 40.9635 32.4157 30.316 26.7709 20.7062 18.5421 14.5103 10.986 8.0228 8.01121 7.08936 6.16887
threshold=0.10557500000000002 -0.29521499999999995 0.16730000000000003 1.0000000180025095e-35 0.062655000000000016 0.054520000000000006 0.024560000000000002 -0.087769999999999987 0.25472500000000003 0.093575000000000019 0.11769500000000001 -1.0000000180025095e-35 -0.49013999999999996 -0.24269999999999997 0.049545000000000006 -0.032354999999999988 0.0060650000000000009 0.081265000000000018 0.0029250000000000005 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 5 6 7 -1 -5 -9 12 -3 -7 -13 16 -15 19 -18 -16 -14
right_child=1 2 -4 8 -6 10 -8 9 -10 -11 -12 13 14 15 18 -17 17 -19 -20 -21
leaf_value=0.0076876841693954995 0.0087846109632118332 0.0019859452806713948 -0.00015658646417181335 0.0074337047033260443 0.010272587536854647 0.0094444957120263066 0.0082850390632313205 0.005784116457004114 0.0044586515665284597 0.0033208711434193731 0.0061424594630704876 0.0027021072567085095 0.0081120882700611401 0.003375592192132596 0.0067653765295148435 0.0048206627201422703 0.0069246343416153704 0.0078813292518770707 0.0078863844881931072 0.007513402694083353
leaf_weight=89 55 82 52 60 68 52 70 68 52 61 60 79 924 55 100 75 83 147 52 118
leaf_count=89 55 82 52 60 68 52 70 68 52 61 60 79 924 55 100 75 83 147 52 118
internal_value=0 0.00407164 0.00350188 0.00397401 0.00772761 0.00763272 0.00645878 0.00587224 0.00605266 0.00461953 0.00785282 0.00317388 0.00792233 0.00363984 0.00786672 0.00420949 0.00795246 0.0075362 0.00714905 0.00804432
internal_weight=0 510 455 403 1892 1824 288 218 112 129 1536 291 1476 209 1424 130 1272 230 152 1042
internal_count=2402 510 455 403 1892 1824 288 218 112 129 1536 291 1476 209 1424 130 1272 230 152 1042
is_linear=0
shrinkage=0.0024518


Tree=747
num_leaves=12
num_cat=0
split_feature=2 14 124 376 13 2 13 475 475 13 2
split_gain=29.1974 8.97986 6.8138 9.44368 6.46527 8.82592 7.24466 3.63638 4.05878 2.86367 1.45753
threshold=0.17000000000000001 0.076975000000000002 -0.051674999999999992 0.084545000000000009 -0.16392499999999996 -0.021884999999999998 0.24518500000000001 -0.10344499999999998 -0.085864999999999983 -0.029529999999999997 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 10 -6 7 -7 -9 -1 -4
right_child=-2 -3 4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.0015581099639430363 -0.0027113158786039558 0.0035784576826550529 -0.00049447117122366287 0.0020810727504592826 0.0037805484056437156 0.00301319754289989 -0.00051306354089776063 2.1831969928277649e-05 0.0016222717307011849 0.00022795790155675911 0.00084085550315824125
leaf_weight=52 54 67 52 70 60 59 53 53 1762 66 54
leaf_count=52 54 67 52 70 60 59 53 53 1762 66 54
internal_value=0 0.00152317 0.00146278 0.000423929 0.00155606 0.00162916 0.00156214 0.00162086 0.00157557 -0.000558608 0.000185216
internal_weight=0 2348 2281 188 2093 1987 1927 1874 1815 118 106
internal_count=2402 2348 2281 188 2093 1987 1927 1874 1815 118 106
is_linear=0
shrinkage=0.00569414


Tree=748
num_leaves=21
num_cat=0
split_feature=1 1 133 12 16 49 0 151 14 12 0 13 1 12 0 1 1455 0 13 42
split_gain=13.1893 8.79359 9.76056 9.39804 7.43983 11.3792 15.802 12.8632 6.35939 5.64688 5.383 5.32223 5.49204 3.83553 3.62542 3.7746 3.87031 4.56324 2.27538 4.0526
threshold=0.14882500000000001 0.087070000000000022 -0.083244999999999986 0.085090000000000013 -0.34140499999999996 -0.054509999999999996 -0.14032999999999998 -0.080994999999999998 0.062655000000000016 -0.011819999999999999 -0.10075499999999998 -0.086029999999999981 0.10720500000000001 0.11769500000000001 -0.0076699999999999989 0.077800000000000022 0.084305000000000005 -0.10566999999999999 0.0066850000000000008 0.088305000000000008
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 8 -3 4 10 7 -7 -6 13 -8 -4 -5 18 14 15 16 17 -1 19 -13
right_child=-2 2 3 11 5 6 9 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0036804847003404427 -0.0019370973766819162 0.00308042643281765 0.0025440722317793905 -0.00050773499589162007 -0.00095825603739779167 -0.0043319514689945616 -0.0017853269735130404 0.0037020920246686505 0.0041787737357709097 0.0010260549377909089 -8.0325900610523699e-05 0.003143793079866352 0.0032273047147480028 -4.0635577150345209e-05 0.0031520035371677018 0.00032625457088171337 0.00044454345205298851 0.0018290382427475897 0.00033685487347181027 0.0010332137606275189
leaf_weight=66 53 94 80 53 58 62 58 52 52 77 66 62 93 53 89 83 86 954 79 132
leaf_count=66 53 94 80 53 58 62 58 52 52 77 66 62 93 53 89 83 86 954 79 132
internal_value=0 0.00149512 0.000996766 0.000772068 9.24618e-05 -0.000508775 -0.00148794 0.00124416 0.00184316 -0.00018126 0.0013572 0.00150665 0.00179855 0.00175185 0.00182625 0.00172695 0.001832 0.00194891 0.00131156 0.0017081
internal_weight=0 2349 966 872 453 307 197 110 1383 135 146 419 366 1331 1278 1189 1106 1020 273 194
internal_count=2402 2349 966 872 453 307 197 110 1383 135 146 419 366 1331 1278 1189 1106 1020 273 194
is_linear=0
shrinkage=0.00680503


Tree=749
num_leaves=17
num_cat=0
split_feature=2 47 12 40 2 4 12 49 15 13 48 39 3 3 4 2
split_gain=18.1861 6.31316 8.48285 11.913 10.3062 6.06955 7.93859 12.6959 21.1619 5.50933 5.02279 4.68203 3.61972 5.24709 3.79517 2.89659
threshold=0.17000000000000001 0.11069000000000002 -0.085719999999999977 -0.0057599999999999986 0.093765000000000015 -0.49269499999999994 0.083885000000000015 0.047620000000000003 0.016500000000000004 -0.014114999999999997 0.11765000000000002 0.086670000000000011 -0.13795999999999997 -0.15680499999999997 0.082475000000000007 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 15 7 8 -7 11 -3 -1 13 -8 -14 -5
right_child=-2 10 3 5 -6 6 12 -9 -10 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.00074442691408114754 -0.0028335839119326529 0.001022511157304439 0.0059543411752979456 0.0041977226683724911 0.001816488890855432 -0.0014400484345768782 0.0013095970717232354 0.003447422135504143 0.0025353390812284204 -0.001901911955524427 -0.0017959762054387748 0.0021315532253419378 0.0015421478367807634 0.0044092721986579084 6.6105305140069874e-05 0.0018528667422629522
leaf_weight=53 54 73 55 54 67 213 58 57 98 57 56 61 1248 52 94 52
leaf_count=53 54 73 55 54 67 213 58 57 98 57 56 61 1248 52 94 52
internal_value=0 0.00132166 0.00141018 0.00153668 0.00368253 0.00140071 0.00130472 0.000375641 -0.000187111 -0.000104321 -0.000200432 0.000793812 0.00154014 0.00277559 0.00143882 0.00304813
internal_weight=0 2348 2219 2048 122 1926 1820 368 311 171 129 114 1452 110 1342 106
internal_count=2402 2348 2219 2048 122 1926 1820 368 311 171 129 114 1452 110 1342 106
is_linear=0
shrinkage=0.00707995


Tree=750
num_leaves=27
num_cat=0
split_feature=3 3 123 2 2 2 16 2 2 2 16 16 156 2 2 3 42 42 52 2 42 52 42 16 130 52
split_gain=823.238 243.854 191.083 104.444 97.2685 71.9205 60.4361 36.2802 32.6584 90.5146 31.6466 23.1184 35.9654 20.8613 19.5541 14.7298 13.1598 20.8425 12.4154 12.6834 9.71522 7.65004 6.35697 6.95056 3.35674 2.96216
threshold=-0.058704999999999993 0.30835000000000007 0.081180000000000016 0.10859000000000001 0.11366500000000002 0.074875000000000011 0.26391000000000003 0.087675000000000017 0.11280000000000003 -1.0000000180025095e-35 -0.24900499999999998 0.041625000000000002 -0.031569999999999994 0.090000000000000011 0.14062000000000005 -0.116045 0.079170000000000004 -0.071044999999999983 -0.45478499999999994 0.086885000000000004 0.090115000000000015 -0.083939999999999987 0.088305000000000008 -0.085314999999999988 -0.050984999999999996 -0.5502149999999999
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=4 2 3 5 10 -2 -6 -7 9 -4 -1 13 -13 15 -5 -12 17 -15 25 -20 -18 -9 24 -24 -17 -14
right_child=1 -3 8 14 6 7 -8 21 -10 -11 11 12 18 16 -16 22 20 -19 19 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0048500357817653746 0.0031340138158029349 -0.00029708891898212519 0.00051032886639479553 0.0035103572042063159 0.0029060347196215967 0.0074464920145913653 0.0058467584121607305 0.005976322039417295 0.00015006453386080525 0.0042570345926311679 0.0075324833825393053 0.0072731557791463654 0.0061565872975336902 0.0059941974955922206 0.0018323930891078752 0.0069853360684735896 0.006928208352059588 0.0041243229137763182 0.0041142258095586163 0.0054409336430540035 0.0057577909618957155 0.0049070912341955333 0.0067115318634687286 0.005790370324809958 0.0064235390094137855 0.0054307371126741458
leaf_weight=102 61 95 69 94 83 54 59 53 52 59 57 52 57 68 54 59 54 52 68 75 101 89 55 157 565 56
leaf_count=102 61 95 69 94 83 54 59 53 52 59 57 52 57 68 54 59 54 52 68 75 101 89 55 157 565 56
internal_value=0 0.00300266 0.00353856 0.0043847 0.00588899 0.00524059 0.00412805 0.00589609 0.0016346 0.00223751 0.00604744 0.00613017 0.00558826 0.00627306 0.00289829 0.00643797 0.00573746 0.00518412 0.00524592 0.00481022 0.0061657 0.00530634 0.00636331 0.00602946 0.0064767 0.00579708
internal_weight=0 680 585 405 1720 257 142 196 180 128 1578 1476 308 1168 148 893 275 120 256 143 155 142 836 212 624 113
internal_count=2400 680 585 405 1720 257 142 196 180 128 1578 1476 308 1168 148 893 275 120 256 143 155 142 836 212 624 113
is_linear=0
shrinkage=0.00222067


Tree=751
num_leaves=14
num_cat=0
split_feature=0 15 15 15 3 15 16 43 447 475 3 47 11
split_gain=23.6139 30.4294 8.56782 15.8665 14.4265 35.0784 11.6858 6.10958 5.84956 5.57876 5.7327 5.55992 3.20553
threshold=0.0037850000000000002 -0.037184999999999996 -0.43457999999999991 -0.23055999999999996 0.10632000000000001 -0.024814999999999997 -0.44010499999999991 -0.042649999999999993 0.084510000000000016 -0.088274999999999978 -0.12077499999999998 0.11069000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 8 -6 -1 -3 9 -5 -11 -12 -9
right_child=1 7 3 4 5 -7 -8 12 -10 10 11 -13 -14
leaf_value=0.001474790520976344 -0.0042535901555600707 -0.0012380753034689214 0.003921476222129669 -0.00042712286720468745 0.0017594767659800043 -0.0046475100715460448 -0.002556827634246364 0.00033920839130239893 -0.00069791360494778011 0.0028304876338738735 0.0013843480110503341 -0.00055244657474278185 0.0022833838383948925
leaf_weight=53 68 52 78 63 78 52 52 68 53 97 1573 56 57
leaf_count=53 68 52 78 63 78 52 52 68 53 97 1573 56 57
internal_value=0 -0.000817716 0.0011619 0.00124814 0.00114236 -0.000802822 -0.000521206 0.000501916 0.00127968 0.0013383 0.00140278 0.00131773 0.00122627
internal_weight=0 245 2155 2050 1972 130 105 177 1842 1789 1726 1629 125
internal_count=2400 245 2155 2050 1972 130 105 177 1842 1789 1726 1629 125
is_linear=0
shrinkage=0.00604267


Tree=752
num_leaves=26
num_cat=0
split_feature=4 1 52 484 1 2 16 1 0 1 0 43 43 4 4 4 15 15 50 4 15 2 130 0 16
split_gain=1100.59 312.241 129.444 80.761 56.4188 54.9025 44.2247 25.2967 49.8129 21.416 19.454 37.2727 16.1511 15.0314 14.0874 10.0602 9.37485 8.85726 7.72445 6.31056 6.41742 5.73221 5.59025 7.49385 5.32789
threshold=0.30163500000000004 0.10124500000000002 -0.41304999999999997 -1.0000000180025095e-35 0.13075500000000004 0.091250000000000012 -0.019749999999999993 0.086255000000000012 0.040035000000000008 0.11481500000000001 -0.079249999999999987 -0.081694999999999976 -0.081799999999999984 0.51136500000000018 -0.08916499999999998 0.0063250000000000008 0.089275000000000007 -0.46319999999999995 0.10917 0.018150000000000003 -0.069404999999999981 0.10584500000000001 -0.018929999999999995 -0.11471499999999998 -0.012324999999999997
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=1 5 -3 -4 17 10 9 8 12 -5 14 -12 15 -6 -1 -7 -13 -2 22 24 -21 -8 -16 -24 -14
right_child=4 2 3 6 13 7 21 -9 -10 -11 11 16 19 -15 18 -17 -18 -19 -20 20 -22 -23 23 -25 -26
leaf_value=0.0080022974439139926 0.0031163721085062002 0.0068383504927091443 0.0060832545600631224 0.0050608505441365383 0.0012032458114490032 0.007472434216858539 0.0025706537057601166 0.0049058248979973176 0.0042907888074969159 0.0031349430398251482 0.004869587411447926 0.007569279669915472 0.0066949226548224123 -0.00033552029536715192 0.0076407734705663819 0.0063223233172421704 0.0064212359143423535 0.0019755775252022221 0.0062025256825807085 0.0062316833221829357 0.0052787904055949086 0.0015783778809882983 0.006279445841735439 0.0070114219190500577 0.0059528999533549872
leaf_weight=63 53 77 52 52 56 97 58 77 56 58 63 57 134 65 59 58 84 83 64 81 58 53 74 697 71
leaf_count=63 53 77 52 52 56 97 58 77 56 58 63 57 134 65 59 58 84 83 64 81 58 53 74 697 71
internal_value=0 0.00622611 0.00434498 0.00364163 0.00145812 0.0065933 0.00306703 0.00607663 0.00623902 0.00404558 0.00687453 0.00626306 0.00645761 0.000376444 0.00700485 0.00704222 0.0068855 0.00242032 0.00693454 0.00619413 0.00583424 0.00209707 0.00699095 0.0069412 0.00643804
internal_weight=0 2143 350 273 257 1793 221 632 555 110 1161 204 499 121 957 155 141 136 894 344 139 111 830 771 205
internal_count=2400 2143 350 273 257 1793 221 632 555 110 1161 204 499 121 957 155 141 136 894 344 139 111 830 771 205
is_linear=0
shrinkage=0.00217713


Tree=753
num_leaves=25
num_cat=0
split_feature=3 3 43 12 2 43 12 39 2 49 13 43 133 159 12 47 474 3 2 160 160 3 3 12
split_gain=529.544 237.188 152.423 76.1583 74.1965 60.5086 46.534 17.4399 14.5635 16.6432 15.0638 12.6147 16.0303 10.4359 11.1924 9.35261 6.62328 6.31167 5.55758 5.50549 6.82481 5.39253 3.10594 3.04305
threshold=-0.052614999999999995 0.31370500000000007 -0.033174999999999989 0.023990000000000004 0.11197500000000002 -0.097279999999999991 0.10733000000000002 0.087735000000000021 0.090000000000000011 -0.014869999999999998 -0.097519999999999982 0.019675000000000002 0.015045000000000001 0.088800000000000004 0.092495000000000008 0.077555000000000013 0.081755000000000008 -0.097094999999999987 0.11366500000000002 -1.0000000180025095e-35 0.0021250000000000006 -0.13795999999999997 0.12991000000000003 0.094375000000000014
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 5 -1 15 -2 8 -7 10 -10 -5 12 -8 14 17 19 18 -12 21 -4 -21 -11 -6 -16
right_child=1 -3 4 6 22 7 11 -9 9 16 13 -13 -14 -15 23 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0037387912941964545 0.0050149922305795236 0.00063701461406429614 0.0064369640847740236 0.0077030155413256836 0.0035880167979382392 0.0033263985456960712 0.0039967773624303192 0.0019629796907574527 0.0051024918559341784 0.006956061024891662 0.00745511765515189 0.0060936607494553171 0.0056522436372548768 0.005835933672464131 0.0056932872346911476 0.0068988996147163915 0.007024341609730326 0.0066861317174137574 0.0056445917965199412 0.0051660632643380838 0.0061899954659477407 0.0062135292070759776 0.0043269155547593962 0.006325948987482369
leaf_weight=52 62 82 56 56 53 76 52 98 58 54 53 57 55 83 53 54 54 676 64 67 54 273 52 106
leaf_count=52 62 82 56 56 53 76 52 98 58 54 53 57 55 83 53 54 54 676 64 67 54 273 52 106
internal_value=0 0.00403228 0.00451897 0.0062842 0.00544249 0.00320404 0.00636232 0.00255863 0.00647821 0.00617997 0.00662425 0.00528104 0.00484793 0.00656201 0.00662985 0.0061189 0.00632035 0.00674207 0.00622307 0.0058808 0.00562321 0.00633622 0.00395416 0.00611521
internal_weight=0 654 572 1746 336 236 1694 174 1530 503 1027 164 107 971 888 231 445 729 391 177 121 327 105 159
internal_count=2400 654 572 1746 336 236 1694 174 1530 503 1027 164 107 971 888 231 445 729 391 177 121 327 105 159
is_linear=0
shrinkage=0.00213444


Tree=754
num_leaves=17
num_cat=0
split_feature=9 4 15 1 1 2 1 48 0 2 3 48 2 42 42 4
split_gain=18.4756 13.2443 8.02407 7.24667 10.9561 10.4704 5.77893 5.50324 18.345 8.57717 14.9318 8.05318 4.1486 8.10982 5.26242 3.4062
threshold=-1.0000000180025095e-35 0.24099500000000004 -0.14068999999999995 0.10384000000000002 0.11230000000000001 0.14363500000000004 0.076010000000000008 0.093265000000000015 -0.065064999999999998 0.12992500000000004 0.10632000000000001 0.10493500000000001 0.091250000000000012 0.077855000000000021 1.0000000180025095e-35 0.50657000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 -5 15 -2 9 11 10 12 -9 14 -14 -4 -6
right_child=1 3 7 4 5 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0014989117453269685 0.0017481701381878128 -0.0015982415059211214 0.0021321449751815803 0.0028149395810215783 -0.00012145416928916407 0.0020061083098900419 0.0043342285516527251 0.00017100762844654416 -0.0023338424257797717 0.0036616103614935383 -0.0014949344712088058 0.0033413270617743017 0.00036167536032943821 0.0018164850497985956 0.0013518695736320159 -0.0020385622097015932
leaf_weight=79 61 60 487 56 65 54 52 52 54 56 56 52 259 239 662 56
leaf_count=79 61 60 487 56 65 54 52 52 54 56 56 52 259 239 662 56
internal_value=0 0.0013009 0.00146376 0.000164592 0.000622735 -7.84238e-05 0.00293875 0.00137679 0.000358316 0.00146823 0.00139607 0.00175675 0.00149441 0.00105999 0.00168264 -0.00100921
internal_weight=0 2321 2030 291 231 175 113 1917 158 1759 1703 104 1647 498 1149 121
internal_count=2400 2321 2030 291 231 175 113 1917 158 1759 1703 104 1647 498 1149 121
is_linear=0
shrinkage=0.00569414


Tree=755
num_leaves=11
num_cat=0
split_feature=457 2 2 15 15 1373 480 3 16 16
split_gain=10.5863 5.10626 9.91592 8.02525 6.01908 5.291 5.09887 4.63552 3.38928 5.41475
threshold=0.11251000000000001 0.13538500000000001 0.12454500000000002 -0.04174499999999999 -0.2987999999999999 0.078175000000000008 -0.020629999999999999 0.0075150000000000008 -0.53299999999999992 -0.097499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 6 -6 -3 -8 -10
right_child=-2 3 -4 -5 5 -7 8 -9 9 -11
leaf_value=-0.0003052707087696774 -0.0013563904110702545 0.0023709545849178271 0.0037579301544506385 -0.001571353363764325 -0.00032792518697344293 0.002859917527298876 -0.00011221795349182598 -3.6180599636228877e-05 0.0020811762394584814 0.0011727352988535208
leaf_weight=87 57 52 52 57 71 67 59 56 258 1567
leaf_count=87 57 52 52 57 71 67 59 56 258 1567
internal_value=0 0.00117662 0.00125182 0.000191348 0.00119 0.00125437 0.00119931 0.00112224 0.0012569 0.0013012
internal_weight=0 2326 2161 165 2109 2022 1955 108 1884 1825
internal_count=2383 2326 2161 165 2109 2022 1955 108 1884 1825
is_linear=0
shrinkage=0.00580803


Tree=756
num_leaves=20
num_cat=0
split_feature=4 133 16 14 51 1 51 1 16 1 123 1452 159 16 1 1 16 48 52
split_gain=10.0219 10.8456 10.7324 11.8646 14.4948 11.8873 5.95392 5.5722 7.12006 10.7021 5.43318 4.77128 4.80218 9.68916 5.59765 6.30624 7.46618 4.34042 2.81821
threshold=0.0053900000000000016 -0.24166499999999999 -0.42004999999999992 -0.41790499999999997 -0.41904999999999998 0.10335000000000001 -0.22710999999999995 0.12958500000000003 -0.52180499999999985 0.10525000000000002 0.084845000000000018 0.087755000000000014 0.087410000000000015 0.0031900000000000006 0.11189500000000001 0.090485000000000024 0.51805000000000012 0.093265000000000015 -0.0046699999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 7 -4 -5 18 -1 8 9 -3 11 12 14 -14 15 17 -17 -8 -6
right_child=1 2 3 4 5 -7 10 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20
leaf_value=0.0032293723887046569 0.002680396238393167 -0.0014041511240143164 0.0021295325323805211 0.0015644635289998221 -0.0016976128841556983 -0.0032561601382910888 0.0013721085536883722 -0.00066950205946393149 0.0028436060128566292 0.0023337143578822366 0.0030374101057661839 0.0028708526418935142 0.0011651543269103233 -0.0020784094533716786 0.0029902049603204458 -0.00026333665115183647 0.002246315032613229 -0.00014443247849814616 1.1872159729618078e-05
leaf_weight=52 66 54 52 65 54 100 987 53 86 58 54 53 92 53 57 218 54 74 101
leaf_count=52 66 54 52 65 54 100 987 53 86 58 54 53 92 53 57 218 54 74 101
internal_value=0 0.000351098 0.00010423 -0.000547132 -0.000982292 -0.00163172 0.00121562 0.00106985 0.00153576 0.000530953 0.0011518 0.00108764 0.00102603 -1.99793e-05 0.00113519 0.00105582 0.000234666 0.00126628 -0.000583274
internal_weight=0 689 623 372 320 255 1694 251 198 112 1642 1588 1535 145 1390 1333 272 1061 155
internal_count=2383 689 623 372 320 255 1694 251 198 112 1642 1588 1535 145 1390 1333 272 1061 155
is_linear=0
shrinkage=0.00604267


Tree=757
num_leaves=20
num_cat=0
split_feature=13 43 4 4 3 4 3 15 40 15 158 40 3 43 159 48 13 43 3
split_gain=7.43748 11.6972 5.97215 5.38528 7.56548 7.43463 7.02311 5.74567 4.70013 4.92492 3.91611 4.62669 4.16399 5.30671 4.95794 4.70752 2.38819 2.18549 0.555057
threshold=-0.10899499999999999 0.053790000000000011 0.00077000000000000018 0.0053900000000000016 0.021805000000000001 0.30163500000000004 0.09722500000000002 -0.03886499999999999 -0.07334499999999998 -0.074959999999999985 0.085900000000000018 -0.08416499999999999 -0.057369999999999997 -0.049914999999999994 0.087410000000000015 0.093265000000000015 -0.0073499999999999998 -0.054574999999999992 -0.077584999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 7 -6 10 8 -5 16 11 -2 14 -14 15 -13 17 -10 -11
right_child=3 -3 -4 4 5 -7 -8 -9 9 18 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00011793400892607842 -0.00078187151427470622 0.0016220771961251092 -0.0023335483666415777 -0.00091869869408389379 -0.0026786354152378202 0.00050746830803300477 0.0032353669012545783 0.0023793076704334806 0.0016095449636299275 -0.0007124303324961722 0.0021620908058975975 0.0010865651389233993 0.0035306133010382687 0.0010303592924793851 -0.00065230347785243646 -0.00053948640920255589 0.0021788725854044789 8.7479943877266325e-05 0.00016146587218425533
leaf_weight=65 55 80 82 73 52 55 54 67 68 54 102 1110 52 77 71 69 75 70 52
leaf_count=65 55 80 82 73 52 55 54 67 68 54 102 1110 52 77 71 69 75 70 52
internal_value=0 -0.000236961 -0.00124912 0.000912737 0.000406382 -0.00104032 0.00109295 0.000743771 0.000464063 0.000780696 0.00101758 0.000936131 0.0010047 0.00203871 0.000897936 0.000991347 0.00131041 0.00083795 -0.000283118
internal_weight=0 227 147 2156 566 107 1590 459 392 319 1536 1434 1379 129 1250 1179 213 138 106
internal_count=2383 227 147 2156 566 107 1590 459 392 319 1536 1434 1379 129 1250 1179 213 138 106
is_linear=0
shrinkage=0.00604267


Tree=758
num_leaves=23
num_cat=0
split_feature=1 3 2 2 4 14 2 3 43 3 1 3 1 42 3 4 43 3 47 3 4 15
split_gain=658.422 157.173 73.3782 73.2728 46.2119 37.1329 28.0664 24.2195 40.2458 19.806 10.5748 9.68384 8.80757 7.97333 11.1241 6.16335 5.82248 5.36163 5.13287 5.97415 4.25196 2.93708
threshold=0.10335000000000001 -0.036844999999999996 0.14721500000000001 0.11444000000000001 0.24099500000000004 0.062655000000000016 0.092365000000000017 0.30112000000000005 -0.049364999999999992 -0.11255999999999998 0.090150000000000022 -0.020014999999999995 0.11392000000000001 0.11688500000000002 -0.096099999999999977 0.053255000000000004 -0.080989999999999993 -0.078724999999999976 0.077555000000000013 -0.073629999999999987 -0.0053799999999999985 -0.10981499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 12 5 6 9 8 21 -1 18 13 -2 14 -8 -16 -12 -18 19 -11 -13 -3
right_child=1 2 -4 -5 -6 -7 11 -9 -10 10 16 20 -14 -15 15 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0047407029444453044 0.00584327126270409 0.0020164486506697491 0.00052077188395539895 0.0027981736638739087 0.0040954612989929856 0.0072546835336207071 0.0049720612464250486 0.001830728475890233 0.0040866416390295812 0.0060734909980433771 0.0050067470815563179 0.0052410055256159717 0.0048779337068602718 0.0047931900495005036 0.0059431507290407517 0.005291803007040876 0.0052402012573233361 0.0060097734297465304 0.0065271286439652172 0.0054507875859414814 0.0044424712489059739 0.0026789254289813686
leaf_weight=53 75 52 63 61 64 66 85 65 103 735 52 52 73 54 229 76 52 113 88 66 53 53
leaf_count=53 75 52 63 61 64 66 85 65 103 735 52 52 73 54 229 76 52 113 88 66 53 53
internal_value=0 0.00327475 0.00243944 0.00461754 0.00574275 0.00580216 0.00574602 0.00288214 0.0032106 0.00592018 0.00597668 0.00537833 0.00536727 0.00550603 0.00560468 0.00578092 0.0055852 0.00576737 0.00607221 0.00602221 0.00483814 0.00235104
internal_weight=0 545 336 209 1838 1774 1708 273 208 1159 1106 549 148 444 390 305 217 165 889 801 105 105
internal_count=2383 545 336 209 1838 1774 1708 273 208 1159 1106 549 148 444 390 305 217 165 889 801 105 105
is_linear=0
shrinkage=0.00197189


Tree=759
num_leaves=22
num_cat=0
split_feature=2 12 2 0 15 15 2 0 0 15 14 0 0 15 2 12 12 52 133 2 52
split_gain=653.252 283.13 160.768 139.547 74.3141 65.7374 37.4689 51.714 34.9914 38.3543 29.7444 21.8627 21.1225 43.4725 17.4128 8.40137 7.33517 5.70715 4.32453 4.06964 3.20124
threshold=0.11378000000000001 -0.029844999999999997 0.17000000000000001 -0.084114999999999981 -0.15614499999999998 -0.094449999999999992 0.10515500000000001 -0.086984999999999993 -0.063914999999999986 -0.031659999999999994 0.062655000000000016 -0.071844999999999978 -0.10891999999999999 -0.097269999999999981 0.12901000000000004 0.085465000000000013 0.086505000000000012 -0.10692499999999998 -0.07218999999999999 0.10904500000000002 -0.011499999999999998
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 4 3 14 -1 -5 8 -8 10 -10 12 -6 13 -3 -2 -11 20 -7 -18 -9 -14
right_child=2 6 -4 5 11 17 7 19 9 15 -12 -13 16 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=0.0018532384551845338 0.0029004352527091225 0.0073499284941932891 5.7588864559449996e-05 0.0030569115608322208 0.0054391607842150039 0.0063671612600835585 0.0040445694276568132 0.0060897375998389411 0.0043530241158555184 0.0070200284396948641 0.008276053113848757 0.0037493103955174487 0.0073228288320553179 0.0049237978822192583 0.0013365857477547879 0.0059168446371087374 0.0070221995934249271 0.0054863410110289569 0.0066654178623145478 0.0068984444805102966 0.0069363817778100578
leaf_weight=53 74 57 55 52 84 52 56 53 53 63 60 56 157 75 54 59 194 87 684 58 247
leaf_count=53 74 57 55 52 84 52 56 53 53 63 60 56 157 75 54 59 194 87 684 58 247
internal_value=0 0.00637434 0.00336217 0.00393185 0.00396434 0.00506496 0.00663046 0.00568507 0.00672619 0.00584063 0.00683131 0.00476338 0.00676999 0.00597161 0.00224086 0.0064867 0.00685218 0.00581602 0.00674428 0.00651251 0.00708662
internal_weight=0 2009 374 319 193 191 1816 167 1649 175 1474 140 1414 132 128 122 1282 139 878 111 404
internal_count=2383 2009 374 319 193 191 1816 167 1649 175 1474 140 1414 132 128 122 1282 139 878 111 404
is_linear=0
shrinkage=0.00209259


Tree=760
num_leaves=22
num_cat=0
split_feature=15 3 150 16 3 3 42 11 49 3 0 3 15 15 0 3 16 3 151 42 16
split_gain=498.529 248.029 115.317 51.2654 50.7452 45.9705 45.5171 38.906 36.4212 31.1029 20.5161 19.3228 17.1224 30.7826 15.444 12.3033 9.59489 9.87316 6.65493 5.22578 3.06462
threshold=-0.25061999999999995 -0.06340999999999998 1.0000000180025095e-35 -0.24900499999999998 0.11924500000000002 -0.0062049999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -0.066019999999999981 -0.11756999999999999 -0.097414999999999988 -0.12077499999999998 -0.42759999999999992 -0.50083499999999992 -0.077334999999999987 0.085315000000000016 0.0060650000000000009 -0.076969999999999997 -0.088054999999999981 0.11214000000000002 0.12292000000000002
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=12 3 4 11 5 6 -3 9 10 -5 -4 -2 13 -1 -9 -7 18 20 -11 -20 -18
right_child=1 2 8 7 -6 15 -8 14 -10 16 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22
leaf_value=0.001012015004023509 0.0035401162473308423 0.0059192866827317194 0.0042624484533932902 0.0044218887005803321 0.0032515875353382167 0.0070047759440149031 0.0033252695236780446 0.0082338493441956786 0.0010647949834169316 0.0055358704373634458 0.0023170970066468642 0.0054048475009940465 0.00071544585529846529 0.0032067187852213618 0.0066371486527359302 0.0056435896340009438 0.0055043365026086789 0.0050320577879220648 0.0062860911442557945 0.0057178957181756914 0.0061382687063952449
leaf_weight=61 53 62 60 61 73 67 79 54 52 77 52 62 58 71 74 70 54 80 866 93 152
leaf_count=61 53 62 60 61 73 67 79 54 52 77 52 62 58 71 74 70 54 80 866 93 152
internal_value=0 0.00557044 0.0042004 0.00600435 0.00493312 0.00537459 0.00446607 0.00611536 0.00263203 0.00600468 0.00335947 0.00454566 0.00174186 0.00219268 0.00731095 0.00630946 0.0060777 0.00570931 0.00617937 0.00623102 0.00597221
internal_weight=0 2141 515 1626 351 278 141 1511 164 1383 112 115 190 132 128 137 1322 286 1036 959 206
internal_count=2331 2141 515 1626 351 278 141 1511 164 1383 112 115 190 132 128 137 1322 286 1036 959 206
is_linear=0
shrinkage=0.00226508


Tree=761
num_leaves=24
num_cat=0
split_feature=4 3 123 11 3 16 15 4 3 11 42 3 15 4 3 13 4 15 475 15 1456 16 4
split_gain=720.555 203.19 59.5459 54.2584 35.6963 35.5792 56.2482 61.5074 33.3397 32.4276 28.4556 21.1282 16.7415 16.621 12.9768 8.14051 5.50996 6.15927 5.5657 5.50026 3.27211 3.54512 0.508817
threshold=0.30163500000000004 -0.06340999999999998 0.081180000000000016 1.0000000180025095e-35 0.11745500000000002 -0.53870999999999991 -0.42443999999999993 0.51286500000000013 -0.0062049999999999996 0.085630000000000026 -1.0000000180025095e-35 -0.11756999999999999 -1.0000000180025095e-35 0.0049200000000000008 -0.0083149999999999977 -0.085409999999999986 -0.082634999999999986 0.08425500000000001 -0.079449999999999979 -0.074959999999999985 0.075120000000000006 -0.012149999999999999 0.062150000000000004
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=1 3 4 11 8 -2 7 -7 10 -5 -3 -1 -10 15 -4 20 17 -17 -18 -15 21 -13 -21
right_child=5 2 14 9 -6 6 -8 -9 12 -11 -12 13 -14 19 -16 16 18 -19 -20 22 -22 -23 -24
leaf_value=0.0051562716229888944 0.0036230022209434369 0.0057550859617332556 0.0028968343426392924 0.0088344270022764036 0.0040300884430833992 0.0043539884451237101 0.00029396912212608419 0.0013900274011034394 0.0056266498513352289 0.006761039799441486 0.0037061305456422846 0.0067472500394023492 0.0069992895693594126 0.0061149693811795415 0.0042867497605348628 0.0071278160170711426 0.00664207949151914 0.0063711176575817485 0.0061067112364895197 0.005283113499206348 0.0071739183253684159 0.0061623905878309517 0.0055842609405324104
leaf_weight=74 66 61 65 57 83 54 67 71 90 79 58 182 69 102 54 64 103 186 521 54 54 62 55
leaf_count=74 66 61 65 57 83 54 67 71 90 79 58 182 69 102 54 64 103 186 521 54 54 62 55
internal_value=0 0.00600572 0.00481203 0.00636539 0.00523532 0.00229724 0.0018414 0.00267064 0.00559508 0.0076302 0.00475662 0.00624731 0.00622246 0.00630568 0.00352774 0.00640318 0.00630092 0.00656492 0.00619512 0.00576395 0.00670303 0.00659873 0.00543527
internal_weight=0 2073 480 1593 361 258 192 125 278 136 119 1457 159 1383 119 1172 874 250 624 211 298 244 109
internal_count=2331 2073 480 1593 361 258 192 125 278 136 119 1457 159 1383 119 1172 874 250 624 211 298 244 109
is_linear=0
shrinkage=0.00209259


Tree=762
num_leaves=20
num_cat=0
split_feature=4 2 13 14 151 155 0 4 12 14 2 15 2 12 1455 2 2 12 39
split_gain=15.5419 16.7211 19.8362 9.50799 10.0026 9.10621 8.55915 11.4396 9.9307 7.95528 6.93542 5.44487 5.59366 4.96477 4.93421 3.29016 6.87316 8.24182 4.7847
threshold=-0.17689999999999997 0.10527500000000002 0.059130000000000009 -0.22253999999999999 -0.078349999999999989 1.0000000180025095e-35 -0.069074999999999984 0.082475000000000007 0.092615000000000017 0.062655000000000016 0.099145000000000025 -0.087984999999999994 0.12330500000000001 0.09283000000000001 0.084305000000000005 0.097360000000000016 0.092235000000000025 0.090840000000000018 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -5 10 9 8 -8 14 -1 -6 13 -13 15 16 18 -18 -2
right_child=1 2 -4 4 11 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0054405709566990555 0.0019470545017831015 0.0033459755246416918 -0.0023403430802873861 -0.001360340937456275 1.7629715690570345e-05 0.0013470526963525735 -0.0024103080178403346 0.0026614106780565275 0.0010949987046182349 0.004147856083586662 0.0027718052994673528 -0.00012376346021252568 0.0033252223237827225 0.0022372978162126826 0.00051074814740414585 0.00299461500003112 -0.0011684282038669377 0.0017467318686847583 0.0037410233020008341
leaf_weight=69 1048 55 71 67 92 60 53 60 61 56 68 61 57 64 88 100 54 92 55
leaf_count=69 1048 55 71 67 92 60 53 60 61 56 68 61 57 64 88 100 54 92 55
internal_value=0 0.00153383 0.000542866 0.00105997 0.000691068 0.00327326 0.0018114 0.000567432 -0.000534107 0.00195634 0.00411639 0.00119292 0.00178668 0.00108459 0.00187089 0.00195957 0.00187665 0.000668089 0.00203657
internal_weight=0 2134 467 396 341 197 1667 174 114 1493 137 274 182 125 1437 1349 1249 146 1103
internal_count=2331 2134 467 396 341 197 1667 174 114 1493 137 274 182 125 1437 1349 1249 146 1103
is_linear=0
shrinkage=0.00592419


Tree=763
num_leaves=17
num_cat=0
split_feature=4 3 12 1 48 2 2 2 16 11 4 131 156 3 1456 4
split_gain=14.2665 9.92113 8.85833 13.8545 10.5255 10.8826 12.9626 9.06175 6.90915 6.68814 5.62532 3.19976 2.92712 3.27925 2.61668 2.8583
threshold=0.59999500000000017 -0.14443999999999999 -0.10853999999999998 0.096300000000000011 -0.065224999999999991 1.0000000180025095e-35 0.11225500000000001 -0.007134999999999999 -0.034109999999999994 0.085630000000000026 -0.14236999999999997 0.090175000000000019 0.10068000000000001 -0.11197999999999998 0.08814000000000001 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 12 -5 7 -7 -6 -8 10 -1 -9 13 -4 15 -15
right_child=-2 2 3 4 5 6 8 11 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0053288789529231375 -0.0016506383682360014 0.0038966993800211725 0.0001872715077811223 0.0029533565970954749 -0.0010990694126392577 -0.0035942552582978117 0.00098858514836912964 0.0028575237629930119 -0.0017292542542150873 0.0016511399380086662 0.0024948576574752891 0.00093362499086121489 0.00019064552114976175 0.0031137616461427184 0.00060784703546887275 0.0017515814623787966
leaf_weight=56 56 56 55 56 52 54 99 75 59 95 55 63 53 64 75 1308
leaf_count=56 56 56 55 56 52 54 99 75 59 95 55 63 53 64 75 1308
internal_value=0 0.00156078 0.00142972 0.00136105 0.000399832 4.39504e-05 -0.000935122 0.00113674 -2.58795e-05 0.00287683 0.00392524 0.00197971 0.00164412 0.00169537 0.00175264 0.00181517
internal_weight=0 2275 2069 2013 458 402 212 190 158 206 111 138 1555 1502 1447 1372
internal_count=2331 2275 2069 2013 458 402 212 190 158 206 111 138 1555 1502 1447 1372
is_linear=0
shrinkage=0.00628679


Tree=764
num_leaves=14
num_cat=0
split_feature=4 11 4 14 16 157 4 15 16 0 0 0 0
split_gain=10.1816 11.0986 10.509 9.39758 9.83423 6.92041 9.70575 6.32789 12.1613 5.85817 4.37991 3.92624 7.25074
threshold=0.26450500000000005 1.0000000180025095e-35 -0.15238499999999996 -0.45282499999999992 -0.54150999999999994 -0.14310999999999999 -0.37983499999999992 -0.26826999999999995 -0.44010499999999991 -0.019414999999999998 -0.050094999999999994 -0.15385999999999997 -0.13314999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 -1 -7 8 -6 10 11 -8 -13
right_child=3 2 -4 4 7 6 9 -9 -10 -11 -12 12 -14
leaf_value=-0.00077177687668735298 0.0022447205138017364 0.0016195994920016612 0.0048365761709765797 0.0017792849198530036 5.3292180273164558e-05 0.0030117130436131726 0.0024120395520592641 0.00028984450148038238 -0.0036983157633987788 -0.0006976276249298618 0.0027699959829203197 -0.00058734344888425761 0.0011519194745274138
leaf_weight=59 56 90 52 55 56 92 73 78 56 56 54 82 1472
leaf_count=59 56 90 52 55 56 92 73 78 56 56 54 82 1472
internal_value=0 0.00126255 0.00279808 0.00014011 -0.000340696 0.00114703 0.00120896 -0.000954694 -0.00182197 0.00111345 0.00117381 0.0011208 0.0010601
internal_weight=0 2030 142 301 245 1888 1829 190 112 1737 1681 1627 1554
internal_count=2331 2030 142 301 245 1888 1829 190 112 1737 1681 1627 1554
is_linear=0
shrinkage=0.00569414


Tree=765
num_leaves=14
num_cat=0
split_feature=0 12 16 13 51 12 15 1 12 456 52 43 52
split_gain=7.78193 21.5753 19.9776 10.8693 8.48427 8.34973 12.3475 8.03664 7.53178 6.79534 5.47355 4.52375 2.20411
threshold=0.036480000000000005 -0.12529499999999996 0.034535000000000003 -0.16392499999999996 0.10446500000000002 0.11999500000000002 -0.40312499999999996 0.081540000000000015 0.084345000000000017 0.077935000000000018 -0.026714999999999999 -0.085224999999999981 0.28251000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 6 -5 -4 -6 10 -8 -11 -10
right_child=2 3 7 4 8 -7 9 -9 12 11 -12 -13 -14
leaf_value=0.0049545882393294211 -0.0029128483115659566 -0.0011240865219584726 -0.00076634154757621172 -0.0012611750746530483 0.00437842035550125 0.0031666011105083037 0.0003182805694962048 0.0022703657326446631 0.0024575458694235924 0.0036988548813013554 0.0011382212520428452 0.0013748605903094525 0.00074571450332083008
leaf_weight=54 67 87 52 95 52 64 430 91 54 56 1104 74 61
leaf_count=54 67 87 52 95 52 64 430 91 54 56 1104 74 61
internal_value=0 0.00110803 -0.000135273 0.00100799 0.00110123 0.000979364 0.000899746 0.00116565 0.00243117 0.00102315 0.000908424 0.00237647 0.0015501
internal_weight=0 2131 210 2077 1990 1823 1759 143 167 1664 1534 130 115
internal_count=2341 2131 210 2077 1990 1823 1759 143 167 1664 1534 130 115
is_linear=0
shrinkage=0.00616352


Tree=766
num_leaves=10
num_cat=0
split_feature=3 149 160 3 132 41 13 15 456
split_gain=8.55566 5.56618 6.26967 5.81395 4.4555 11.7346 6.36257 5.29289 5.14769
threshold=0.31534000000000006 0.079625000000000015 -0.54913999999999985 0.12566000000000002 0.092880000000000004 0.075585000000000013 -0.0037099999999999998 -0.42075999999999997 0.087015000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 -4 -9
right_child=-2 -3 3 -5 6 -7 -8 8 -10
leaf_value=-0.0011982017058262933 -0.0012963379993974338 0.0026329173620577568 -0.00074415484766074738 0.0023313811524536435 0.00078269269825312013 0.002789061078022596 -0.0018332805571706656 0.00073196343854190979 0.0020523046141060911
leaf_weight=52 65 57 77 85 79 100 52 1668 106
leaf_count=52 65 57 77 85 79 100 52 1668 106
internal_value=0 0.000840347 0.000794272 0.000842113 0.000781282 0.000850911 -0.000255236 0.000746169 0.000810891
internal_weight=0 2276 2219 2167 2082 1951 131 1851 1774
internal_count=2341 2276 2219 2167 2082 1951 131 1851 1774
is_linear=0
shrinkage=0.00580803


Tree=767
num_leaves=9
num_cat=0
split_feature=40 13 2 9 41 455 40 15
split_gain=6.29753 3.89712 14.3849 7.00562 5.18538 8.55418 5.50386 7.48785
threshold=0.051255000000000002 -0.47860499999999995 0.15630500000000003 1.0000000180025095e-35 0.083975000000000008 1.0000000180025095e-35 -0.081029999999999977 -0.40312499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=0.0022091779245199546 -0.0012667973132904991 0.0020722515480963281 -0.0023131412368919049 0.0025885003429804232 -0.0010026847943173877 0.0028277584449632265 -0.0012449297879605231 0.00065212904280035288
leaf_weight=53 55 84 52 63 59 60 70 1845
leaf_count=53 55 84 52 63 59 60 70 1845
internal_value=0 0.000682655 0.000646396 0.000716986 0.000661289 0.000708999 0.000645374 0.000582753
internal_weight=0 2286 2233 2181 2118 2059 1999 1915
internal_count=2341 2286 2233 2181 2118 2059 1999 1915
is_linear=0
shrinkage=0.00569414


Tree=768
num_leaves=20
num_cat=0
split_feature=4 40 2 151 2 2 124 14 4 11 15 15 1420 4 2 42 15 15 42
split_gain=721.539 204.592 119.123 46.2948 42.2304 38.6732 37.1693 33.8227 18.7785 13.2883 14.6392 15.209 9.49695 11.3611 12.1205 6.63998 8.07302 5.32959 1.68893
threshold=0.30163500000000004 -0.026419999999999996 0.10045500000000002 -1.0000000180025095e-35 0.13880500000000004 0.13538500000000001 -0.063929999999999987 0.062655000000000016 0.032965000000000001 0.082245000000000013 0.046165000000000005 -0.05332499999999999 -0.0018599999999999999 -0.14994999999999997 0.089005000000000015 0.086855000000000016 -0.42759999999999992 -0.058234999999999988 0.084175000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 -4 9 15 -1 8 12 10 11 -5 -3 -14 -15 16 -2 18 -10
right_child=5 2 3 4 -6 -7 -8 -9 17 -11 -12 -13 13 14 -16 -17 -18 -19 -20
leaf_value=0.0026933813920962777 0.0034814939771487174 0.0072159844099714925 0.0031604797150484813 0.0054758600489003108 0.0035252786962832643 0.00078590447108315158 0.0047396064888037479 0.0078219822189556643 0.0055375984043866677 0.00653273877002092 0.0063270529499879187 0.0041318879673312315 0.0054685182207215568 0.0064602992464818923 0.0059598221650534518 0.0019588532752327597 0.0023491125075369248 0.0049732266871078358 0.0060908978535673215
leaf_weight=96 53 52 54 134 53 81 70 64 52 56 57 54 74 873 297 54 63 52 52
leaf_count=96 53 52 54 134 53 81 70 64 52 56 57 54 74 873 297 54 63 52 52
internal_value=0 0.00583027 0.00602644 0.00500241 0.00528332 0.00200007 0.00355638 0.00630202 0.00623501 0.00559279 0.00537786 0.00508995 0.00631935 0.00628185 0.00633327 0.00257845 0.00286669 0.0055342 0.00581447
internal_weight=0 2090 1924 408 354 251 166 1516 1452 301 245 188 1296 1244 1170 170 116 156 104
internal_count=2341 2090 1924 408 354 251 166 1516 1452 301 245 188 1296 1244 1170 170 116 156 104
is_linear=0
shrinkage=0.00213444


Tree=769
num_leaves=18
num_cat=0
split_feature=4 3 123 2 3 42 14 43 11 3 3 3 156 1429 51 124 2
split_gain=489.851 150.886 117.165 48.4342 20.8968 28.5733 20.8415 18.6507 19.906 16.8571 19.6077 16.8172 10.7582 14.22 14.7218 9.49226 6.82927
threshold=0.30163500000000004 0.17646500000000004 0.081990000000000021 0.099325000000000011 0.14121000000000003 0.086855000000000016 0.062655000000000016 -0.0041999999999999997 0.081790000000000015 -0.063814999999999997 -0.083584999999999979 0.06269000000000001 -1.0000000180025095e-35 0.084770000000000012 0.11178000000000002 -0.084524999999999989 0.11252000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 16 12 9 11 10 -5 -9 -1 14 -14 -4 -2
right_child=4 -3 15 7 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.006585027699926603 0.0038303848077246637 0.002035098286518682 0.0028072502173132675 0.0039624145569656924 0.0011110058286562731 0.001668829488548856 0.0070188452854386581 0.0044821260485731181 0.0065744145260010819 0.0035460069572301792 0.0055741211211069305 0.0059518986934991849 0.0058267810580343209 0.0046549367855532068 0.0048052179125528957 0.0040603280279035252 0.0027685669584907682
leaf_weight=71 57 58 59 58 55 85 64 92 53 57 85 58 1261 54 68 52 54
leaf_count=71 57 58 59 58 55 85 64 92 53 57 85 58 1261 54 68 52 54
internal_value=0 0.00543028 0.00552718 0.0056504 0.00227434 0.00260067 0.00582512 0.00499222 0.00544855 0.00452894 0.00492058 0.00505059 0.00577256 0.00573083 0.00577453 0.00339448 0.00331403
internal_weight=0 2090 2032 1921 251 196 1518 403 203 200 143 150 1454 1383 1329 111 111
internal_count=2341 2090 2032 1921 251 196 1518 403 203 200 143 150 1454 1383 1329 111 111
is_linear=0
shrinkage=0.00213444


Tree=770
num_leaves=11
num_cat=0
split_feature=31 13 0 1452 51 0 1 151 0 132
split_gain=9.58831 10.0674 9.80386 7.72669 8.00027 7.16915 9.29246 5.50796 5.35693 4.29323
threshold=-0.019269999999999999 -0.47860499999999995 0.12539500000000003 0.09921000000000002 -0.41109999999999997 -0.14076499999999997 0.084525000000000003 0.084350000000000008 -0.14910999999999999 0.0038750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 9 -8 -7
right_child=1 2 -4 -5 5 7 8 -9 -10 -11
leaf_value=-0.0012195589266571331 0.0035095495278314888 0.0030604336679286325 -0.0014054930599668972 0.0032680130473905075 0.0019403721020150517 0.00093533701387489695 1.8417414328603077e-05 0.0028551354105063116 -0.0021274095815868276 0.0019014451627297133
leaf_weight=63 56 63 55 53 68 1518 151 58 53 173
leaf_count=63 56 63 55 53 68 1518 151 58 53 173
internal_value=0 0.00107737 0.0010152 0.00107753 0.00102179 0.000958213 8.07854e-05 0.00109463 -0.000538773 0.00103421
internal_weight=0 2248 2192 2137 2084 2021 272 1749 204 1691
internal_count=2311 2248 2192 2137 2084 2021 272 1749 204 1691
is_linear=0
shrinkage=0.00580803


Tree=771
num_leaves=23
num_cat=0
split_feature=1 52 47 1 12 3 14 12 12 12 52 3 124 0 12 1 4 12 0 4 0 4
split_gain=1099.34 272.773 115.657 67.7527 66.8301 43.4639 40.8771 34.2016 30.477 37.7945 16.6684 12.5152 12.7959 9.94075 9.16526 11.5266 8.96246 6.57871 4.92363 4.44152 3.76382 3.53817
threshold=0.10124500000000002 -0.41304999999999997 0.083875000000000019 0.13662500000000002 -0.029844999999999997 -0.036844999999999996 0.062655000000000016 0.086085000000000009 0.094045000000000004 0.077755000000000005 -0.043914999999999989 0.045635000000000002 -0.082654999999999992 -0.061204999999999989 0.087745000000000004 0.081315000000000012 0.053255000000000004 0.083615000000000009 -0.081854999999999997 0.032965000000000001 -0.085939999999999989 -0.064209999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 -1 -4 8 11 9 10 -6 12 -3 16 15 17 18 -11 -10 20 -16 -20
right_child=1 2 5 -5 6 -7 -8 -9 13 14 -12 -13 -14 -15 19 -17 -18 -19 21 -21 -22 -23
leaf_value=0.016241035170228388 0.018632472509249581 0.013967668071974439 0.017202425939525885 0.011969704508421506 0.016492134287979313 0.014744493223382017 0.019871126735773893 0.015564824026079283 0.018429137293467152 0.019403076578078608 0.017929950358076131 0.014292008704502115 0.012627829824568941 0.016942550561032138 0.01863337703392931 0.017747214790934676 0.016948948016536257 0.018624295415979406 0.017978847137911074 0.017640902506871895 0.018158246099639185 0.017384216719755922
leaf_weight=88 69 61 58 98 70 76 61 54 67 58 79 88 71 88 105 64 53 411 124 60 330 78
leaf_count=88 69 61 58 98 70 76 61 54 67 58 79 88 71 88 105 64 53 411 124 60 330 78
internal_value=0 0.0146504 0.0141073 0.0134944 0.0180558 0.0158085 0.0181527 0.0140397 0.0180866 0.0182617 0.0172546 0.0136652 0.0132472 0.017584 0.0184077 0.0186038 0.0177592 0.0187207 0.0179188 0.0181964 0.018273 0.0177494
internal_weight=0 575 506 372 1736 134 1648 274 1587 1177 149 220 132 410 1028 533 322 469 269 495 435 202
internal_count=2311 575 506 372 1736 134 1648 274 1587 1177 149 220 132 410 1028 533 322 469 269 495 435 202
is_linear=0
shrinkage=0.00213444


Tree=772
num_leaves=16
num_cat=0
split_feature=31 47 47 10 484 51 2 51 49 4 3 49 2 0 3
split_gain=8.04213 6.4877 11.782 6.91736 6.49693 6.56972 8.04129 11.0152 8.02619 4.42191 7.95614 4.15525 7.8979 3.55918 2.57769
threshold=-0.019269999999999999 0.081320000000000017 0.09055500000000001 -0.0026549999999999994 0.097280000000000019 -0.23644499999999999 0.094835000000000017 0.11548000000000001 -0.050114999999999993 -0.0084099999999999991 -0.059629999999999996 0.10255000000000002 0.088435000000000014 -0.087284999999999988 -0.074694999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 9 8 -8 10 -7 12 14 -11 -4
right_child=1 2 11 4 -6 6 7 -9 -10 13 -12 -13 -14 -15 -16
leaf_value=-0.00053287316626310789 -0.00066489112471442762 0.0057280516006383321 0.001849646654190234 0.0036166320056031432 0.0035946184009767912 0.0019222621331455854 -0.0011988356966309765 0.0037435255657409417 0.0010695011273581024 0.0022655170125857526 -0.00082492808267226232 0.0036507999811365862 -0.00054351649772037681 0.0039743751952888273 0.0037442926411407214
leaf_weight=63 52 54 90 84 94 789 87 61 425 206 52 71 52 78 53
leaf_count=63 52 54 90 84 94 789 87 61 425 206 52 71 52 78 53
internal_value=0 0.0019314 0.00282912 0.00178236 0.00185024 0.00175818 0.0016662 0.00100976 0.000683919 0.00200048 0.00175231 0.00224035 0.00172642 0.00273511 0.00255237
internal_weight=0 2248 320 1928 1876 1782 1698 573 512 1125 841 266 195 284 143
internal_count=2311 2248 320 1928 1876 1782 1698 573 512 1125 841 266 195 284 143
is_linear=0
shrinkage=0.00680503


Tree=773
num_leaves=25
num_cat=0
split_feature=1 52 1 47 12 12 52 1 12 12 16 16 12 13 13 43 16 12 1 16 43 16 12 12
split_gain=600.334 157.821 109.042 64.7242 26.1046 26.1318 21.3599 14.5007 25.0145 13.6297 11.5947 13.5142 10.6216 10.3618 10.1567 8.47863 6.89804 6.7031 6.84127 4.46112 4.18589 2.89806 0.914784 0.543662
threshold=0.10124500000000002 -0.29521499999999995 0.14262000000000002 0.083875000000000019 -0.029844999999999997 0.093840000000000021 0.11483500000000001 0.086920000000000011 0.08401500000000002 0.085845000000000019 -0.42004999999999992 0.022165000000000004 0.11721500000000001 -0.10099999999999999 -0.0095949999999999976 0.0061450000000000003 0.21684500000000004 0.091475000000000015 0.073870000000000005 -0.038799999999999994 -0.07088499999999999 -0.073494999999999991 0.090715000000000018 0.098330000000000015
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=4 -2 3 6 -1 7 10 13 -9 -5 -3 14 16 -6 -12 17 20 18 -15 22 -7 -22 -10 -23
right_child=1 2 -4 9 5 12 -8 8 19 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21 21 23 -24 -25
leaf_value=0.0051773615617065833 0.0066825185516645649 0.0037196105458544384 0.0010603239330645173 0.0044896931908052704 0.007554400788607204 0.0065598782063356377 0.0045027802006170244 0.0050699426548377778 0.0060418045500805597 0.0059535964325353394 0.0028567049810880926 0.0036131468914995324 0.0050290529923331748 0.0066433162950765004 0.0016167052681826969 0.0060019536456669912 0.0054590038087877057 0.0060584413229963158 0.0072170942197240162 0.0069229427105753456 0.0063054792093979626 0.0059313590920284801 0.0064481530446987203 0.005619287193594346
leaf_weight=88 75 74 79 66 55 96 53 78 56 52 70 53 54 621 53 98 74 75 113 74 89 60 52 53
leaf_count=88 75 74 79 66 55 96 53 78 56 52 70 53 54 621 53 98 74 75 113 74 89 60 52 53
internal_value=0 0.00379495 0.00336176 0.00379357 0.00631142 0.00637196 0.00327109 0.00653083 0.00608256 0.005135 0.00300988 0.00271135 0.00591617 0.00665196 0.00232258 0.00659722 0.00604489 0.0066693 0.00673168 0.00651642 0.0061903 0.00601454 0.00623767 0.00578519
internal_weight=0 575 500 421 1736 1648 303 1222 260 118 250 176 426 962 123 907 372 809 734 182 298 202 108 113
internal_count=2311 575 500 421 1736 1648 303 1222 260 118 250 176 426 962 123 907 372 809 734 182 298 202 108 113
is_linear=0
shrinkage=0.00213444


Tree=774
num_leaves=13
num_cat=0
split_feature=474 0 3 14 0 151 150 14 16 52 0 0
split_gain=7.23837 8.11713 20.3895 11.2324 6.06056 7.7097 7.71719 6.5517 6.84315 17.5893 6.34413 5.73134
threshold=0.10523500000000001 0.076335000000000014 -0.1535 -0.10708499999999999 -0.13740499999999997 0.084350000000000008 0.10389500000000002 0.023790000000000002 -0.48186499999999993 -0.067394999999999983 -0.11169999999999998 0.0037850000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 6 10 8 -5 -10 -6 -12
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 11 -13
leaf_value=0.0036357781844047849 0.0035303437633063249 0.0024690051810965651 -0.0023163957783538408 0.0015811383543077153 0.003631306754704603 0.0038155397854227457 -0.00064356843049168653 0.0024450885223069501 0.0015641985508203582 -0.0025623426637609481 0.0016612833225907815 -6.0428619299173878e-05
leaf_weight=92 65 62 63 88 55 56 53 62 72 73 1499 71
leaf_count=92 65 62 63 88 55 56 53 62 72 73 1499 71
internal_value=0 0.00152422 5.66572e-05 0.00161068 0.00151882 0.0016524 0.00158017 0.000733458 0.000277732 -0.000512865 0.00165274 0.00158338
internal_weight=0 2246 125 2121 2029 1734 1678 295 233 145 1625 1570
internal_count=2311 2246 125 2121 2029 1734 1678 295 233 145 1625 1570
is_linear=0
shrinkage=0.00592419


Tree=775
num_leaves=14
num_cat=0
split_feature=2 30 3 376 0 2 49 0 150 43 1456 133 484
split_gain=348.393 160.322 72.686 62.7506 35.3037 22.9347 22.8228 18.8453 18.5094 16.1157 7.718 7.00628 7.00126
threshold=0.12051500000000002 0.086065000000000016 0.11745500000000002 0.080200000000000007 -0.079119999999999982 0.091250000000000012 0.065470000000000014 -0.061994999999999995 0.081245000000000026 -0.27167499999999994 -1.0000000180025095e-35 -0.0061299999999999992 -0.079429999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 7 -6 9 10 -1 -7 -11 -12
right_child=4 -3 -4 -5 6 8 -8 -9 -10 11 12 -13 -14
leaf_value=0.0062707022657644065 0.0014225665139446255 0.0015492755117916814 0.0030776360369391357 0.0030535163353485047 0.0023160776563493639 0.0054741036478045315 0.0038024185490630582 0.0043023382757636317 0.003607647860302798 0.0053551255853158614 0.0053606006726150705 0.0050250240574593718 0.0046128717009630612
leaf_weight=52 101 60 89 69 103 55 66 100 59 396 55 693 453
leaf_count=52 101 60 89 69 103 55 66 100 59 396 55 693 453
internal_value=0 0.00472631 0.00482062 0.0049009 0.00234532 0.00496931 0.00289667 0.00512437 0.00465989 0.0051964 0.00477013 0.00514508 0.00469387
internal_weight=0 2081 2021 1932 270 1863 169 1241 622 1141 563 1089 508
internal_count=2351 2081 2021 1932 270 1863 169 1241 622 1141 563 1089 508
is_linear=0
shrinkage=0.00197189


Tree=776
num_leaves=25
num_cat=0
split_feature=4 3 3 43 3 0 3 0 43 43 13 4 3 4 159 4 4 51 0 3 51 4 3 42
split_gain=781.512 259.846 133.935 92.8134 34.1524 30.6305 33.0426 29.6804 27.8782 25.271 30.8278 20.0128 22.5462 13.0215 12.5319 11.8196 11.4693 10.6436 9.70987 5.08981 4.05494 3.44905 3.15111 2.46954
threshold=0.30163500000000004 -0.065974999999999992 0.30112000000000005 -0.042649999999999993 0.11372500000000001 -0.079119999999999982 -0.12595999999999999 -0.10891999999999999 -0.12584499999999996 -0.090214999999999976 -0.026084999999999997 -0.49269499999999994 -0.10583499999999998 0.50113000000000019 0.040035000000000008 0.51286500000000013 0.0049200000000000008 0.11293000000000002 -0.077639999999999987 0.086245000000000016 -0.17083999999999996 -0.085574999999999984 0.0025650000000000004 0.090570000000000025
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 3 9 14 6 -1 -8 -7 -3 -11 -10 -13 22 18 -15 17 21 19 -5 -14 -9 -2 -22
right_child=13 2 -4 4 -6 8 7 16 11 10 -12 12 20 15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0087709264356055985 0.001378735120467593 0.0054750300048624807 0.0018489348166789278 0.0071138523056468415 0.0046895449621764014 0.0050947395575620382 0.0054369856279408843 0.007632246260734739 0.007979950038144501 0.0049950570579510222 0.002743268505056318 0.0051595935819910305 0.006264465614951583 0.0036103425219430828 0.0075809113110554827 0.0023202183269540851 0.0063839482038347498 0.0062666571706234912 0.0057316923712013223 0.006216261202559476 0.007096870272431788 0.0072392608907676029 0.0021539043225405298 0.0066663036688754951
leaf_weight=60 52 58 54 74 56 61 52 136 53 52 71 52 74 55 52 97 85 52 77 55 120 647 52 154
leaf_count=60 52 58 54 74 56 61 52 136 53 52 71 52 74 55 52 97 85 52 77 55 120 647 52 154
internal_value=0 0.00648303 0.00517046 0.00553276 0.00626298 0.00694913 0.00716995 0.0070711 0.00650572 0.00426582 0.00369544 0.00669567 0.00652544 0.00237265 0.00660441 0.0027872 0.00716344 0.00724276 0.0063578 0.00673134 0.00672946 0.00730755 0.00176655 0.00685496
internal_weight=0 2095 549 495 314 1546 1032 972 514 181 123 453 400 256 258 152 920 835 206 129 348 783 104 274
internal_count=2351 2095 549 495 314 1546 1032 972 514 181 123 453 400 256 258 152 920 835 206 129 348 783 104 274
is_linear=0
shrinkage=0.00222067


Tree=777
num_leaves=9
num_cat=0
split_feature=376 11 147 14 3 41 15 12
split_gain=10.299 10.4362 6.67125 7.37921 9.00982 10.64 9.04332 9.26727
threshold=0.086445000000000008 0.093970000000000012 0.089365000000000014 0.023790000000000002 -0.15500999999999998 0.07831500000000001 -0.42759999999999992 -0.029844999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00020894346114228355 -0.00068932569374784473 -0.00071005147236812591 0.00011854502041039591 0.0036344437567387127 -0.00019195557419771157 0.0042862393822717219 0.0031430342917147989 0.0016543510024296278
leaf_weight=81 67 63 88 68 82 55 154 1693
leaf_count=81 67 63 88 68 82 55 154 1693
internal_value=0 0.00162033 0.00168646 0.00175111 0.00168907 0.00176659 0.00169471 0.00177851
internal_weight=0 2284 2221 2133 2065 1984 1929 1847
internal_count=2351 2284 2221 2133 2065 1984 1929 1847
is_linear=0
shrinkage=0.00580803


Tree=778
num_leaves=12
num_cat=0
split_feature=47 147 15 16 0 15 0 13 43 13 13
split_gain=7.52888 6.9634 6.9087 6.34725 6.30208 5.65924 5.82305 4.76454 5.60403 7.27559 5.63449
threshold=0.11518500000000002 0.089365000000000014 0.13673000000000005 0.034535000000000003 -0.23046999999999998 -0.45015499999999992 -0.080434999999999993 0.26171000000000005 0.10894500000000001 -0.15310499999999996 -0.06928999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 -6 8 9 -7 -10
right_child=3 -3 -4 -5 5 7 -8 -9 10 -11 -12
leaf_value=0.0036374861455947729 -0.0016027174686338392 -0.00021893627615642914 -0.00063428288260624038 0.0013197152797903542 -0.001336255345406917 -0.00028128131415362551 0.0015404453290693461 0.0034221980525347192 0.004206606916693072 0.0015375699438167029 0.0017893988462032409
leaf_weight=55 58 91 55 55 52 88 55 53 57 1629 103
leaf_count=55 58 91 55 55 52 88 55 53 57 1629 103
internal_value=0 0.00145039 0.00152117 -0.000179712 0.00157787 0.00152223 0.000141808 0.00159873 0.0015472 0.00144431 0.00265094
internal_weight=0 2238 2147 113 2092 2037 107 1930 1877 1717 160
internal_count=2351 2238 2147 113 2092 2037 107 1930 1877 1717 160
is_linear=0
shrinkage=0.00616352


Tree=779
num_leaves=25
num_cat=0
split_feature=4 3 3 123 0 3 0 4 16 4 50 52 3 0 39 4 3 0 4 50 16 16 133 3
split_gain=807.826 289.438 125.557 79.3598 36.4399 30.4166 30.5531 29.9739 43.2137 46.2551 20.4895 20.5494 51.9992 18.5985 15.1016 14.1474 8.94853 18.7318 7.94343 7.32655 5.80826 4.85123 4.83857 2.29856
threshold=0.30163500000000004 -0.06340999999999998 0.30112000000000005 0.081180000000000016 -0.079119999999999982 -0.12595999999999999 -0.10891999999999999 -0.060264999999999992 0.00088000000000000003 -9.4999999999999992e-05 1.0000000180025095e-35 -0.5502149999999999 -0.12077499999999998 -0.068669999999999995 0.095830000000000012 0.0049200000000000008 0.12178000000000001 -0.11169999999999998 0.049545000000000006 0.10883000000000001 -0.067914999999999989 0.0060650000000000009 0.089135000000000006 -0.082744999999999985
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 4 3 7 5 -1 -7 -3 9 -9 11 -6 -13 -5 16 19 17 -2 -11 21 -14 -8 -12 -22
right_child=14 2 -4 13 10 6 15 8 -10 18 22 12 20 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0080352286873780418 0.0034945588783683646 0.0063597921850936049 0.0015344886047489693 0.0041619470425250443 0.0069244143798124031 0.004936076103413763 0.0067921350092083861 0.0039406583608185925 0.0034807535929765993 0.0068006302307540324 0.0071746880822294128 0.0037792716510645181 0.0063405977472675698 0.0024755280177077275 0.0010635608109982602 0.0057814275777494824 0.001567384225926155 0.001914961427406975 0.0057487835370095379 0.0061205204812610535 0.00601447938844577 0.0061763239857631665 0.0063092665211917365 0.0055526914679169381
leaf_weight=60 55 102 54 64 53 52 679 57 61 56 52 62 87 52 61 87 58 82 73 95 71 62 64 152
leaf_count=60 55 102 54 64 53 52 679 57 61 56 52 62 87 52 61 87 58 82 73 95 71 62 64 152
internal_value=0 0.00591094 0.00455539 0.00490616 0.00635732 0.00658756 0.00649845 0.00540467 0.00501015 0.00551161 0.0059168 0.00570369 0.00552971 0.00340616 0.00197297 0.00658645 0.00225734 0.00254927 0.00620557 0.0066702 0.00587972 0.00674064 0.00669741 0.00569982
internal_weight=0 2095 519 465 1576 1035 975 349 247 186 541 425 372 116 256 923 195 137 129 836 310 741 116 223
internal_count=2351 2095 519 465 1576 1035 975 349 247 186 541 425 372 116 256 923 195 137 129 836 310 741 116 223
is_linear=0
shrinkage=0.00209259


Tree=780
num_leaves=28
num_cat=0
split_feature=4 3 3 43 3 4 4 39 15 15 2 43 39 2 12 16 158 2 43 157 3 43 2 474 484 15 394
split_gain=850.19 244.475 130.251 143.195 47.163 36.288 30.2973 29.0419 31.0907 26.3292 24.1767 21.9856 16.0607 15.5853 12.5971 12.3379 10.0524 8.11442 8.06974 6.66707 10.4685 6.65084 4.91739 4.90792 4.87283 4.29125 4.28588
threshold=0.30163500000000004 -0.063814999999999997 0.30112000000000005 -0.042649999999999993 0.13772500000000001 -0.14538499999999996 0.053255000000000004 0.088025000000000006 -0.42759999999999992 -0.10165999999999999 0.093565000000000023 -0.088994999999999991 0.086210000000000023 0.097220000000000015 0.086700000000000013 0.0060650000000000009 0.080150000000000013 0.088375000000000023 -0.093419999999999989 -0.052249999999999991 -0.097224999999999992 -0.07581499999999998 0.090050000000000005 0.083875000000000019 0.023665000000000002 0.092555000000000012 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 11 7 -5 13 8 -2 -7 -11 -3 -13 14 18 22 21 -17 -1 -15 -21 -8 26 24 -20 -24 -16
right_child=4 2 -4 5 -6 9 16 -9 -10 10 -12 12 -14 19 15 17 -18 -19 23 20 -22 -23 25 -25 -26 -27 -28
leaf_value=0.0081988414146077788 0.00446056555789991 0.0049262794061404117 0.0016981785272399911 0.0076685300905300268 0.00019040763572969395 0.007260612276760117 0.0060673471288136748 0.0013682854387577052 0.0021976789417921627 0.0061992006641946075 0.0044180705838417706 0.0040035771914152087 0.0022709715511640702 0.0070958889190842478 0.007659847825061481 0.0057675468550370014 0.0067551822143394249 0.0068676585026367035 0.0072409399055186089 0.00553879693814892 0.0066793455140893195 0.0049928991745898056 0.0063256664931191165 0.006756780429597673 0.007994035511653225 0.0071444628656829939 0.0070348583541996945
leaf_weight=52 55 52 54 80 57 53 65 71 72 89 70 55 55 53 67 77 54 63 239 75 93 55 87 84 55 54 390
leaf_count=52 55 52 54 80 57 53 65 71 72 89 70 55 55 53 67 77 54 63 239 75 93 55 87 84 55 54 390
internal_value=0 0.00638972 0.00502446 0.00542005 0.00200642 0.00636768 0.00683344 0.00252909 0.00317786 0.00587667 0.00541521 0.00371182 0.00313749 0.00694516 0.00704973 0.00686968 0.00594147 0.00626277 0.00735869 0.0063924 0.00617032 0.00557509 0.00701172 0.00724305 0.00738191 0.00663942 0.00712654
internal_weight=0 2071 508 454 255 292 1563 198 127 212 159 162 110 1389 1168 738 174 140 430 221 168 120 598 378 294 141 457
internal_count=2326 2071 508 454 255 292 1563 198 127 212 159 162 110 1389 1168 738 174 140 430 221 168 120 598 378 294 141 457
is_linear=0
shrinkage=0.00226508


Tree=781
num_leaves=25
num_cat=0
split_feature=1 52 2 2 3 2 14 1 2 52 49 52 3 13 1 16 52 0 1429 2 16 1 16 13
split_gain=1115.4 232.878 134.702 88.2445 73.2185 66.2413 58.676 52.7388 38.0049 36.654 36.4349 29.081 27.0159 26.5339 19.569 13.0706 12.4006 13.1668 15.0925 12.0316 10.8065 2.74765 2.99296 2.18837
threshold=0.10557500000000002 -0.40809499999999993 0.14823500000000003 0.099675000000000014 -0.036004999999999988 0.10731 0.062655000000000016 0.088735000000000022 -1.0000000180025095e-35 -0.53283999999999987 -0.014169999999999999 0.044705000000000002 0.077930000000000013 -0.24588999999999997 0.084795000000000023 -0.052894999999999991 0.40945500000000007 -0.031614999999999997 0.084770000000000012 0.087575000000000014 -0.014034999999999997 0.091370000000000021 -0.073774999999999993 -0.053824999999999991
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 4 6 5 -3 7 16 -6 -5 -9 14 -10 -14 23 -13 17 18 19 -1 21 -12 -23 -11
right_child=1 2 -4 9 8 -7 -8 10 12 11 20 15 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0061599874680816997 0.006138009154642441 0.0044806014372245975 -0.00094301368317489223 0.006033105259835414 4.4774956559375168e-05 0.0014460237981067823 0.0078737554001179471 0.0034859450553133002 0.00070686393325938629 0.0045243985010338982 0.0059452080749775663 0.0055100368891282349 0.0014606283873617992 0.0035360726858546191 0.0026709697324125265 0.0042070942748278902 0.0049069266009933417 0.0068916165822093022 0.0048123649525501104 0.0056762493872842728 0.0046359175591180555 0.0050090769793102296 0.0057096515302741836 0.0039396330591586559
leaf_weight=505 53 80 81 66 70 52 55 63 56 53 58 88 54 54 53 55 54 60 55 410 80 52 57 62
leaf_count=505 53 80 81 66 70 52 55 63 56 53 58 88 54 54 53 55 54 60 55 410 80 52 57 62
internal_value=0 0.00199045 0.00149863 0.00551803 0.00203905 0.00328533 0.00575274 0.00566904 0.00133593 0.00461587 0.00490749 0.00431503 0.0018869 0.00249856 0.00372415 0.00500906 0.0058868 0.00593816 0.00587916 0.00594325 0.00526998 0.00557359 0.00537564 0.00420933
internal_weight=0 500 447 1826 366 132 1449 1394 234 377 310 311 164 108 168 143 1084 1030 970 915 247 167 109 115
internal_count=2326 500 447 1826 366 132 1449 1394 234 377 310 311 164 108 168 143 1084 1030 970 915 247 167 109 115
is_linear=0
shrinkage=0.00209259


Tree=782
num_leaves=22
num_cat=0
split_feature=1 1 16 124 16 4 1 0 16 13 457 51 0 4 51 4 16 51 0 403 4
split_gain=730.91 111.357 85.3953 53.2294 33.2745 30.362 26.5416 15.1075 14.8337 14.7663 14.8516 16.0087 8.61955 9.18723 7.40397 5.71192 7.81723 3.93729 5.61391 2.74597 2.56318
threshold=0.10491000000000002 0.13052500000000003 0.12292000000000002 -0.043384999999999993 -0.0088649999999999996 0.054560000000000004 0.14846500000000004 -0.11912999999999999 -0.38959499999999997 -0.085409999999999986 0.062030000000000009 0.11178000000000002 -0.086914999999999978 -0.17689999999999997 -0.024714999999999997 0.24099500000000004 -0.077074999999999991 0.080840000000000009 -0.085044999999999996 -1.0000000180025095e-35 -0.084904999999999994
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 4 -1 7 9 8 -2 -3 14 11 12 20 -14 -5 16 -7 18 19 -16 -11
right_child=1 6 -4 5 -6 15 -8 -9 -10 10 -12 -13 13 -15 17 -17 -18 -19 -20 -21 -22
leaf_value=0.0052652936544693076 0.0041341541006380787 0.0026729037724580163 0.0068584352788535084 0.0082168323899321112 0.0030611787735458293 0.0068940166500843589 0.0016089343554270053 0.0053542833765365455 0.004041715777848137 0.0079703026332357436 0.006206193822392703 0.0061691945151818644 0.007711714384781662 0.0070037125065706106 0.0078160999745638723 0.0057457698624622097 0.0058867650880300099 0.0079246226907833221 0.0067499447821948166 0.0072653740508948376 0.0074253763335325055
leaf_weight=76 84 69 75 59 68 92 52 95 70 52 86 74 91 728 67 59 54 52 64 104 155
leaf_count=76 84 69 75 59 68 92 52 95 70 52 86 74 91 728 67 59 54 52 64 104 155
internal_value=0 0.0041513 0.00490229 0.00698062 0.00430822 0.00705566 0.00288513 0.00478183 0.00336239 0.00715697 0.00704572 0.00711133 0.00717926 0.00708241 0.00753826 0.00629844 0.00652162 0.00739868 0.00728221 0.00748129 0.00756237
internal_weight=0 513 322 1813 247 1737 191 179 139 1532 1186 1100 1026 819 346 205 146 287 235 171 207
internal_count=2326 513 322 1813 247 1737 191 179 139 1532 1186 1100 1026 819 346 205 146 287 235 171 207
is_linear=0
shrinkage=0.00209259


Tree=783
num_leaves=17
num_cat=0
split_feature=4 124 2 4 12 52 159 42 43 130 160 1 0 1 4 1
split_gain=20.8906 8.55591 7.38542 5.97566 5.81645 5.12857 7.42504 6.7612 6.50562 6.20453 6.02915 5.54539 12.5729 11.3798 1.73442 1.67391
threshold=0.27161500000000005 -0.027784999999999997 0.11144000000000001 0.45363500000000007 -0.08947999999999999 0.28251000000000009 -0.46140499999999995 0.086745000000000003 -0.40535499999999997 -0.081769999999999995 -0.089629999999999974 0.10797500000000002 -0.07409499999999998 0.10080500000000002 -0.013324999999999998 0.12007000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 15 -4 -1 8 -7 -8 -3 -10 14 13 -13 -12 -11 -2
right_child=2 5 3 -5 -6 6 7 -9 9 10 11 12 -14 -15 -16 -17
leaf_value=0.0023542197498770037 0.00273161353930203 0.0049703745404458743 -0.0021204268830004756 0.00068501963554765772 -0.00061825285692051893 0.0035594672848223079 -0.00099203239932911047 0.0021367181779385204 0.00048492314924616226 0.0050296523822927746 0.0027654620488503563 0.0067306173013375473 0.0024009205225225092 -0.00019244341379760053 0.0035745828663772735 0.001080754646713711
leaf_weight=66 62 71 58 99 61 72 58 78 53 66 1223 53 83 66 100 57
leaf_count=66 62 71 58 99 61 72 58 78 53 66 1223 53 83 66 100 57
internal_value=0 0.0026717 0.000637208 -0.000350915 0.000925913 0.00278696 0.00175677 0.000801853 0.00291186 0.00282291 0.00290075 0.00275476 0.00408877 0.00261395 0.00415355 0.00194149
internal_weight=0 2050 276 157 127 1923 208 136 1715 1644 1591 1425 136 1289 166 119
internal_count=2326 2050 276 157 127 1923 208 136 1715 1644 1591 1425 136 1289 166 119
is_linear=0
shrinkage=0.00694113


Tree=784
num_leaves=15
num_cat=0
split_feature=10 124 12 1425 16 13 16 13 14 13 0 151 12 39
split_gain=9.77145 8.78298 8.3354 5.4497 7.13528 14.3323 7.83929 6.25306 9.11492 8.95852 13.3119 6.10543 4.85271 4.4449
threshold=0.058500000000000003 -0.063929999999999987 -0.082514999999999991 0.082985000000000017 0.21684500000000004 0.019675000000000002 0.081265000000000018 -0.10899499999999999 -1.0000000180025095e-35 -0.15714499999999998 -0.13892999999999997 0.009020000000000002 0.092855000000000007 0.087690000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 6 12 7 9 -9 10 -3 -10 -6 -1
right_child=-2 3 -4 -5 5 -7 -8 8 11 -11 -12 -13 -14 -15
leaf_value=0.002835792175655489 -0.00076264632246301686 -0.00032557455178721306 -0.0013443242345863359 0.0038898725792723284 0.0028560589489126562 -0.0013784780788515362 0.0039609676122655327 0.0046181014962315683 0.0021256063370519744 -0.0011780954903815048 0.0041717687295081537 0.00025938657877699976 0.00091054331261981999 0.0002590229098111081
leaf_weight=54 56 52 61 59 100 73 85 56 1393 57 52 73 103 52
leaf_count=54 56 52 61 59 100 73 85 56 1393 57 52 73 103 52
internal_value=0 0.00189482 0.000506576 0.00200503 0.00195059 0.00101001 0.00209739 0.00200323 0.00212789 0.000824326 0.00192245 0.00203272 0.00186926 0.00157235
internal_weight=0 2270 167 2103 2044 276 1768 1683 1522 161 104 1466 203 106
internal_count=2326 2270 167 2103 2044 276 1768 1683 1522 161 104 1466 203 106
is_linear=0
shrinkage=0.00628679


Tree=785
num_leaves=28
num_cat=0
split_feature=1 3 3 3 4 4 3 1 13 48 15 42 3 13 4 15 1 475 3 42 15 43 42 42 13 15 43
split_gain=1960.03 428.308 136.027 116.668 116.476 71.6079 66.6678 47.4141 25.9613 23.6023 18.2432 16.2325 17.8816 16.0679 17.2583 20.778 12.5292 11.4935 15.0208 11.244 10.8169 9.1639 8.43425 6.72395 4.89637 3.37755 0.996575
threshold=0.10538500000000002 -0.052614999999999995 -0.066424999999999984 0.31534000000000006 0.30163500000000004 0.053255000000000004 0.077930000000000013 0.093575000000000019 -0.0087749999999999981 0.085510000000000017 -0.068639999999999993 0.10321000000000001 0.09037000000000002 -0.086919999999999983 -0.079939999999999983 0.03981500000000001 0.12450500000000002 -0.083389999999999978 -0.096749999999999989 0.091145000000000018 0.084050000000000014 -0.082219999999999988 -0.061534999999999999 0.091545000000000015 0.059130000000000009 0.082725000000000007 0.00037500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 19 13 8 11 16 -9 -7 12 22 21 15 -15 -3 -16 -19 -2 -17 -1 -4 -20 -22 -23 -27
right_child=1 3 7 -5 -6 10 -8 9 -10 -11 -12 -13 -14 14 17 20 -18 18 23 -21 24 25 -24 -25 -26 26 -28
leaf_value=0.021594567274076264 0.019941074177110225 0.014568143755799668 0.019168353288026404 0.010746267970219372 0.015209942496864382 0.019268747262535621 0.0154591504307761 0.018367258142923323 0.011871063392633789 0.016221820248131645 0.017608399335398248 0.018038478152090826 0.018367165045332031 0.019469490484027924 0.020661956823755961 0.021636819421008261 0.012995087418967842 0.018659697045436727 0.020123850318398698 0.018453526139165025 0.020726607746978768 0.020152274313739747 0.020295792549910204 0.0195630663645508 0.020012943391094273 0.020993211253180641 0.020545091768732947
leaf_weight=60 52 52 58 72 59 86 100 54 57 52 57 57 60 80 98 60 53 53 335 54 243 68 87 170 65 70 54
leaf_count=60 52 52 58 72 59 86 100 54 57 52 57 57 60 80 98 60 53 53 335 54 243 68 87 170 65 70 54
internal_value=0 0.0147767 0.0198305 0.0133014 0.0177628 0.0201336 0.0140035 0.0185957 0.0131048 0.017315 0.0186071 0.0191137 0.0194126 0.0202946 0.0201761 0.0205206 0.0137744 0.0199407 0.019814 0.0191835 0.0207491 0.0208137 0.019845 0.0199351 0.0205761 0.0205696 0.0207983
internal_weight=0 499 1867 334 165 1499 262 368 162 106 143 262 205 1356 1104 448 105 656 558 106 368 252 145 505 308 192 124
internal_count=2366 499 1867 334 165 1499 262 368 162 106 143 262 205 1356 1104 448 105 656 558 106 368 252 145 505 308 192 124
is_linear=0
shrinkage=0.00226508


Tree=786
num_leaves=17
num_cat=0
split_feature=3 9 4 16 51 51 16 48 0 4 48 4 13 15 151 3
split_gain=31.5902 13.131 9.51442 14.9682 9.23043 7.13372 4.90057 6.78214 9.12059 16.0382 4.83905 7.43253 3.72391 7.91726 3.89455 3.39749
threshold=0.31534000000000006 -1.0000000180025095e-35 0.024315000000000003 -0.061784999999999993 -0.41904999999999998 -0.069834999999999994 -0.116045 0.10713500000000002 -0.11208499999999998 -0.021399999999999995 0.092150000000000024 -0.42305999999999994 0.0028150000000000002 -0.22805999999999996 -1.0000000180025095e-35 -0.013399999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 12 -5 -6 -3 8 9 -8 11 -10 13 -4 -15 -16
right_child=-2 2 3 4 5 -7 7 -9 10 -11 -12 -13 -14 14 15 -17
leaf_value=-0.00027688981942115723 -0.0013536401446550511 0.003684306847197815 0.0040588121706182558 0.0018290769202761639 -0.0020655315922321255 0.00059604194410726281 0.0031573718559821124 0.0040712876495552826 0.003624890091921349 -0.00059492248389132675 0.0010611616220213094 0.0022780586803865508 0.00097868823228301673 0.00071392808131972142 0.0018280813734865354 0.003442370184465695
leaf_weight=64 77 71 63 67 52 60 52 56 125 80 79 1238 61 54 114 53
leaf_count=64 77 71 63 67 52 60 52 56 125 80 79 1238 61 54 114 53
internal_value=0 0.00207158 0.00213915 0.00151906 0.000284374 -0.000639187 0.00233014 0.00227112 0.00220704 0.000882829 0.00232822 0.00240162 0.0021595 0.00241293 0.00194349 0.00234074
internal_weight=0 2289 2225 524 179 112 1701 1630 1574 132 1442 1363 345 284 221 167
internal_count=2366 2289 2225 524 179 112 1701 1630 1574 132 1442 1363 345 284 221 167
is_linear=0
shrinkage=0.00526051


Tree=787
num_leaves=25
num_cat=0
split_feature=3 3 43 0 3 52 43 13 43 13 0 49 0 0 43 43 157 52 52 0 52 3 0 0
split_gain=695.746 239.483 130.297 94.9893 93.6402 67.5864 52.0452 40.3181 28.9357 29.2191 13.0725 15.3596 23.4489 10.9668 10.0079 9.39789 7.0935 6.47572 6.54631 6.5495 5.44964 3.53038 2.4422 1.33117
threshold=-0.052614999999999995 0.31343500000000007 -0.033174999999999989 -0.061994999999999995 0.11745500000000002 -0.43163499999999994 0.057265000000000003 -0.016469999999999995 -0.116045 -0.010419999999999997 -0.074204999999999979 -0.047749999999999994 -0.094314999999999996 -0.13513499999999998 -0.067359999999999989 -0.080474999999999977 -0.0041249999999999993 -0.35673999999999995 0.11614000000000001 -0.094709999999999989 -0.013014999999999999 -0.077544999999999989 -0.14666499999999996 -0.085939999999999989
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 8 10 6 -5 16 -7 -2 15 11 12 -1 -13 -9 -10 -4 -15 19 -19 -12 -22 -18 -20
right_child=1 -3 4 5 -6 7 -8 14 9 -11 20 13 -14 17 -16 -17 22 18 23 -21 21 -23 -24 -25
leaf_value=0.0050807314215991781 0.0045983942362710674 0.00024040355984243915 0.0076036670095202307 0.0072450553736354562 0.0032735520798890467 0.0060985879089242414 0.0042636165175449952 0.0029297630552604084 0.0039566773476067754 0.0010675958348701708 0.0058897157595825308 0.0081379497342061579 0.0072802824924526558 0.0064347176218188381 0.0043903941625636255 0.0025829615956713121 0.0061941953255739771 0.0067143892577501661 0.0070586725234599336 0.0073563415896974408 0.0070958004484378912 0.0063277296658440325 0.0068717604448794677 0.0066000169463968604
leaf_weight=52 52 91 52 81 86 64 60 52 54 53 66 68 61 71 57 62 61 106 58 741 74 67 65 112
leaf_count=52 52 91 52 81 86 64 60 52 54 53 66 68 61 71 57 62 61 106 58 741 74 67 65 112
internal_value=0 0.0038504 0.00445312 0.00679064 0.00542391 0.00543243 0.00620082 0.00458359 0.00302978 0.00254697 0.00702435 0.00711592 0.00626833 0.00719875 0.00369381 0.00322267 0.00685367 0.00714002 0.00718924 0.00727603 0.0064629 0.00673101 0.00654394 0.00675665
internal_weight=0 636 545 1730 324 254 238 173 221 169 1476 1269 113 1156 109 116 178 1088 1017 847 207 141 126 170
internal_count=2366 636 545 1730 324 254 238 173 221 169 1476 1269 113 1156 109 116 178 1088 1017 847 207 141 126 170
is_linear=0
shrinkage=0.00240373


Tree=788
num_leaves=17
num_cat=0
split_feature=3 2 16 9 16 13 159 484 49 160 160 160 12 42 2 3
split_gain=24.5615 14.3445 9.18181 8.78091 7.44775 6.60765 7.90867 6.47987 9.05339 6.40027 10.9665 6.70781 5.9091 5.71242 3.79589 2.36284
threshold=0.31534000000000006 0.10859000000000001 -0.043889999999999992 -1.0000000180025095e-35 -0.50476999999999983 -0.14819499999999997 0.092630000000000018 -0.084699999999999984 -1.0000000180025095e-35 0.030935000000000004 0.08733500000000001 -0.038589999999999992 0.087495000000000003 0.099210000000000007 0.088665000000000008 -0.079594999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -5 7 8 -7 11 -11 -9 -4 -6 -8 -14
right_child=-2 2 12 5 13 6 14 9 -10 10 -12 -13 15 -15 -16 -17
leaf_value=0.00024504134122177722 -0.0015229788882790024 0.00046458638116884547 -0.0010909831320117832 0.0053469735830003863 0.0044501185609723843 0.0066426222889727476 0.0035112804481046149 0.0020097387459338941 0.0027397031625427102 -0.0011478487427494454 0.0027672386911956671 0.0031326504643690327 0.0024635002075758103 0.0015339965679891964 0.0058772012041808331 0.00044497721271701744
leaf_weight=63 77 67 87 60 94 52 83 400 77 61 96 909 56 56 62 66
leaf_count=63 77 67 87 60 94 52 83 400 77 61 96 909 56 56 62 66
internal_value=0 0.00262305 0.00142719 0.00289646 0.00246773 0.00298922 0.00290787 0.00276095 0.00431357 0.00262428 0.0012456 0.00278957 0.000346454 0.00336195 0.00452345 0.00137214
internal_weight=0 2289 426 1863 217 1800 1740 1595 129 1466 157 1309 209 150 145 122
internal_count=2366 2289 426 1863 217 1800 1740 1595 129 1466 157 1309 209 150 145 122
is_linear=0
shrinkage=0.00722155


Tree=789
num_leaves=24
num_cat=0
split_feature=1 3 3 12 4 12 150 3 13 0 12 4 123 4 0 1 1 4 4 0 401 483 0
split_gain=746.965 159.832 60.244 51.5785 41.0618 35.2871 28.2887 27.946 39.7332 23.4185 20.6788 20.464 13.7792 11.8481 9.57944 8.41144 10.5709 7.67206 5.9378 4.72293 3.40886 3.03028 3.09308
threshold=0.10538500000000002 -0.052614999999999995 0.31534000000000006 0.077755000000000005 0.30163500000000004 0.11769500000000001 0.083435000000000023 0.077930000000000013 -0.0078949999999999975 -0.14910999999999999 0.088125000000000023 -0.16270999999999997 0.089155000000000012 0.053255000000000004 -0.066849999999999979 0.08592000000000001 1.0000000180025095e-35 -0.013324999999999998 -0.21586499999999997 -0.095104999999999981 0.080710000000000018 0.087440000000000004 -0.084144999999999984
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 4 7 6 17 10 9 8 12 -1 15 -11 -3 14 19 16 21 -2 -16 -12 -21 22 -5
right_child=1 2 -4 5 -6 -7 -8 -9 -10 11 13 -13 -14 -15 18 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0066555343493225859 0.0060299164591439813 0.0036017853234162804 0.00048320680785719007 0.0065289163856970178 0.0032963610883628958 0.0044797649620124721 0.00396041752676998 0.0035150122330455417 0.00068118550166900056 0.005995515380068729 0.0066906648921175099 0.0044512450563095936 0.0020909746775678814 0.0052247382026571493 0.0059878331198934326 0.0056758455794347351 0.0072939366904204153 0.0048996765751535571 0.0050783665958992665 0.0059695101800214586 0.0064387376343799036 0.0058860465620556562 0.0061447975182867074
leaf_weight=54 54 54 72 343 59 61 74 100 56 62 53 96 52 103 55 66 61 52 75 503 80 52 129
leaf_count=54 54 54 72 343 59 61 74 100 56 62 53 96 52 103 55 66 61 52 75 503 80 52 129
internal_value=0 0.00301144 0.00217891 0.0058937 0.00469654 0.00604171 0.00507545 0.00264482 0.00210752 0.00546455 0.00610438 0.00505737 0.00286084 0.00589279 0.00598259 0.00638679 0.00646696 0.00547567 0.00546331 0.0060887 0.00603394 0.00637064 0.00642398
internal_weight=0 499 334 1867 165 1581 286 262 162 212 1520 158 106 869 766 651 585 106 130 636 583 524 472
internal_count=2366 499 334 1867 165 1581 286 262 162 212 1520 158 106 869 766 651 585 106 130 636 583 524 472
is_linear=0
shrinkage=0.00209259


Tree=790
num_leaves=14
num_cat=0
split_feature=2 14 448 0 124 124 0 2 1429 2 2 0 0
split_gain=21.1295 11.2832 9.29263 7.99449 5.0311 7.267 6.72458 9.66658 5.90424 7.30884 3.99624 1.3672 0.462211
threshold=0.13388500000000003 -0.10708499999999999 -0.049344999999999993 -0.083804999999999977 -0.087264999999999981 -0.051674999999999992 -0.13314999999999996 0.10322500000000003 0.084885000000000002 -0.020134999999999997 0.090050000000000005 -0.077084999999999987 -0.040094999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -4 -6 7 10 9 -8 -7 -10 -5
right_child=3 2 4 12 5 6 8 -9 11 -11 -12 -13 -14
leaf_value=0.0036373026570885839 -0.0015335129632863677 2.1194736350500588e-05 0.0031405478198119944 0.00091379528971131821 0.00019577172819526062 0.00098017173851643654 0.0034517721034977378 -0.00052069148936526076 0.0023069283178875945 0.0016479104890176541 0.0026685119280245198 0.0034016858266222791 0.00031662375988534853
leaf_weight=66 59 85 53 67 81 86 55 76 52 1542 54 57 57
leaf_count=66 59 85 53 67 81 86 55 76 52 1542 54 57 57
internal_value=0 0.00165754 0.00159649 -6.06648e-05 0.00166159 0.00162243 0.00168252 0.000874175 0.00178484 0.00171007 0.00163176 0.00287989 0.000639707
internal_weight=0 2207 2141 183 2056 2003 1922 216 1706 1597 140 109 124
internal_count=2390 2207 2141 183 2056 2003 1922 216 1706 1597 140 109 124
is_linear=0
shrinkage=0.0048599


Tree=791
num_leaves=13
num_cat=0
split_feature=1348 45 10 39 0 43 16 1429 1 1 50 0
split_gain=13.8639 12.6412 16.8709 8.4513 8.11579 6.49533 6.11211 9.45631 6.83443 4.35721 7.27742 3.13129
threshold=0.084370000000000014 1.0000000180025095e-35 -0.089679999999999982 0.10076500000000001 0.13134000000000004 0.0035900000000000007 0.0048200000000000005 0.086825000000000013 0.095950000000000021 0.077300000000000021 0.087995000000000004 -0.082134999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -4 11 -11 -7
right_child=-2 -3 3 -5 -6 9 7 -9 -10 10 -12 -13
leaf_value=-0.0015892683756192254 -0.0015067995392659809 0.0047803448166341142 0.0023807320436735418 -0.00029692618794096963 0.004070144427986166 0.0022146449049963799 0.00098422366827385205 0.0036898897822457899 0.0012276828970456796 -0.0015753135549202812 0.0014525494715863993 0.00077397345732655711
leaf_weight=62 54 52 975 78 61 117 428 58 257 59 67 122
leaf_count=62 54 52 975 78 61 117 428 58 257 59 67 122
internal_value=0 0.00171464 0.00164482 0.00173509 0.00180904 0.00174279 0.00190465 0.00130726 0.00214026 0.000980774 3.42079e-05 0.00147952
internal_weight=0 2336 2284 2222 2144 2083 1718 486 1232 365 126 239
internal_count=2390 2336 2284 2222 2144 2083 1718 486 1232 365 126 239
is_linear=0
shrinkage=0.00628679


Tree=792
num_leaves=12
num_cat=0
split_feature=2 1348 12 48 475 475 12 40 43 4 0
split_gain=11.8474 8.30132 8.01239 5.97946 5.54856 6.03468 5.21093 9.85327 8.62658 5.5783 3.61718
threshold=0.13388500000000003 0.084370000000000014 -0.06202499999999999 -0.081079999999999985 -0.11173999999999999 -0.086424999999999988 -0.086449999999999985 -1.0000000180025095e-35 -0.074974999999999986 0.24099500000000004 -0.067659999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -6 8 -8 -7 -9 -4
right_child=2 -3 10 4 5 6 7 9 -10 -11 -12
leaf_value=0.0036720610560995685 0.0016545063363451247 -0.0010080984147424683 -0.0024282019023872409 0.0035215193995092992 -0.00063964676367850282 -0.00085317611726312573 0.0036238432079929352 0.0016136351069655195 0.0024273302874198203 0.0002072811166097435 -0.00017302722164515887
leaf_weight=55 64 52 52 56 54 90 96 1627 52 125 67
leaf_count=55 64 52 52 56 54 90 96 1627 52 125 67
internal_value=0 0.00152286 -0.000174704 0.00158397 0.00152925 0.00147463 0.00153204 0.00162301 0.000347654 0.00151333 -0.00115906
internal_weight=0 2207 183 2155 2100 2044 1990 1848 142 1752 119
internal_count=2390 2207 183 2155 2100 2044 1990 1848 142 1752 119
is_linear=0
shrinkage=0.00641253


Tree=793
num_leaves=19
num_cat=0
split_feature=457 14 52 15 474 15 52 15 3 49 1429 0 0 49 15 15 49 133
split_gain=10.6313 5.98247 5.48042 7.6666 6.42537 21.2588 8.96189 5.58876 5.82566 5.08947 5.03282 4.49898 6.75954 4.39533 4.19791 3.78857 2.33046 1.73578
threshold=0.10823000000000001 0.023790000000000002 0.0074400000000000013 -0.26424499999999995 0.059400000000000008 -0.006494999999999999 -0.090619999999999992 -0.080944999999999989 -0.089409999999999976 -0.081019999999999981 0.084485000000000018 0.04939000000000001 -0.061994999999999995 0.092625000000000013 -0.4666249999999999 -0.23055999999999996 0.094245000000000009 0.097995000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 6 10 7 -5 -9 -8 -6 12 15 -11 -1 -4 17 -17
right_child=-2 -3 11 4 5 -7 9 8 -10 13 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.00047540617448298155 -0.0012203369783858192 0.0020310298014428472 0.0022572298896998029 0.0024477765824409857 0.00030494113618623978 -0.0023121968806139237 -0.00049305740394196709 0.0021095254107663035 0.00064326887657087405 0.00086776585123088151 0.0020917165011453947 0.0023763044284932739 -0.0002974028904047689 -0.00038222227778997628 -0.0012821236400068334 0.0012668475799533585 0.00028786493659969459 0.0006528098570264862
leaf_weight=52 52 90 60 94 91 59 80 86 168 552 52 55 74 66 63 502 74 120
leaf_count=52 52 90 60 94 91 59 80 86 168 552 52 55 74 66 63 502 74 120
internal_value=0 0.00087289 0.000826501 0.000644211 0.000748487 4.91515e-07 0.000892891 0.00149333 0.00113991 0.000593464 0.00095502 0.00110719 0.00102304 0.000734193 -0.000486989 0.00115235 0.00105703 0.00114846
internal_weight=0 2338 2248 1363 1248 202 1046 348 254 698 143 885 830 618 115 756 696 622
internal_count=2390 2338 2248 1363 1248 202 1046 348 254 698 143 885 830 618 115 756 696 622
is_linear=0
shrinkage=0.00457959


Tree=794
num_leaves=13
num_cat=0
split_feature=457 2 0 49 15 2 15 16 40 475 148 457
split_gain=7.35487 5.85799 7.09409 7.09051 6.91447 5.51447 4.21773 7.10968 4.03918 4.09751 4.22196 7.29947
threshold=0.10823000000000001 0.13388500000000003 -0.18901999999999997 -0.0058449999999999986 -0.04174499999999999 0.14492000000000002 -0.24269999999999997 -0.43370499999999995 -0.082294999999999993 -0.11173999999999999 -0.077789999999999984 0.080930000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 -4 -8 -10 -11 -12
right_child=-2 4 6 -5 -6 -7 8 -9 9 10 11 -13
leaf_value=0.0011721461647902322 -0.0015383507970608784 -0.00082699851202169957 0.0015594790227656064 0.004782108439203861 -0.0021818261340005238 0.0021040466914107824 0.0026922005660560667 -0.0020356113946184869 0.0030206083997574395 0.0027857353727935661 0.0010760188272157681 -0.0015393706958144572
leaf_weight=53 52 56 53 52 54 69 82 53 53 66 1694 53
leaf_count=53 52 56 53 52 54 69 82 53 53 66 1694 53
internal_value=0 0.0011004 0.00120044 0.00296064 -0.000105873 0.000790346 0.00111043 -0.000237367 0.0011838 0.00111748 0.0010618 0.000996631
internal_weight=0 2338 2159 105 179 125 2054 106 1948 1866 1813 1747
internal_count=2390 2338 2159 105 179 125 2054 106 1948 1866 1813 1747
is_linear=0
shrinkage=0.00694113


Tree=795
num_leaves=20
num_cat=0
split_feature=1 52 1 12 123 12 160 43 150 1 0 0 43 1 12 1 48 48 0
split_gain=561.004 113.195 57.9736 52.0717 51.1073 20.3952 18.0664 18.0341 13.3641 32.8095 17.7599 11.3579 9.35103 8.38097 8.16368 14.5635 10.858 4.96128 7.6471
threshold=0.104035 -0.41304999999999997 0.13075500000000004 0.088745000000000004 1.0000000180025095e-35 0.11769500000000001 -1.0000000180025095e-35 -0.072864999999999985 0.083435000000000023 0.085720000000000005 -0.14216999999999999 -0.16242999999999996 -0.076124999999999984 0.14109500000000003 0.087765000000000024 0.089475000000000013 1.0000000180025095e-35 0.093265000000000015 0.023440000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 8 -3 -4 10 -10 11 -1 -8 -9 15 16 -12 18 -16
right_child=1 2 7 -5 -6 -7 12 13 9 -11 14 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.0053772466438314504 0.0053074062344396081 0.0036454091382496848 0.0013517745261370151 0.0043835731096232358 0.0037773706937585753 0.0042602338493027336 0.0030423518860020283 0.0029110800279062961 0.0053604806872063196 0.0037427094980349105 0.0053575128216787797 0.0064932867793045116 0.0021730800782271812 0.0019931664264569776 0.0050955075990986275 0.0045073992977854391 0.0061069136270940167 0.0046645369676289556 0.0057676018378577656
leaf_weight=52 61 58 60 91 77 66 60 62 92 58 496 52 85 52 691 52 62 68 52
leaf_count=52 61 58 60 91 77 66 60 62 92 58 496 52 85 52 691 52 62 68 52
internal_value=0 0.00315068 0.00286953 0.00332533 0.00512001 0.00517938 0.00285085 0.00209928 0.00521559 0.00473506 0.00526284 0.00593544 0.0025329 0.00249254 0.0052136 0.00536127 0.00544081 0.00510251 0.00514257
internal_weight=0 529 468 294 1818 1741 203 174 1675 150 1525 104 145 114 1421 610 558 811 743
internal_count=2347 529 468 294 1818 1741 203 174 1675 150 1525 104 145 114 1421 610 558 811 743
is_linear=0
shrinkage=0.00168299


Tree=796
num_leaves=23
num_cat=0
split_feature=1 4 4 3 39 2 1 4 1 11 3 15 1 3 15 15 42 4 2 159 159 42
split_gain=873.314 122.241 117.069 79.4381 71.5149 49.2012 45.0663 30.7747 25.8784 24.9846 24.7392 17.0469 13.6449 13.2019 13.1872 12.3511 18.6286 7.76762 6.52192 8.40185 4.40379 2.88829
threshold=0.109225 0.27287000000000006 0.27834500000000006 -0.048154999999999996 0.082470000000000016 0.09857500000000001 0.13075500000000004 -0.44205499999999992 0.094090000000000021 1.0000000180025095e-35 -0.057369999999999997 -0.077559999999999976 0.088785000000000017 -0.087784999999999988 -0.46319999999999995 0.087450000000000014 0.083120000000000013 0.055260000000000011 0.087675000000000017 0.030370000000000005 -0.014584999999999999 0.093465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 9 -3 -7 -6 12 13 -5 18 -9 -8 16 -14 -15 19 -1 -20 -17
right_child=1 6 -4 11 8 7 14 10 -10 -11 -12 -13 15 17 -16 21 -18 -19 20 -21 -22 -23
leaf_value=0.0071703657832957379 0.0058643533279857081 0.0030955838603652325 0.0034265404129732728 0.0023657116298336622 0.0060975159919011996 0.0072262815490179485 0.0019171812662670336 0.0051578628217785272 0.0041150096287212818 0.0080823685167785847 0.0046549586640873266 0.0039340596868225088 0.0051307682113931859 0.0066453600544452117 0.00049667591769918728 0.0070972969408463803 0.0066890311692649508 0.0057280890826930993 0.0072248360105821776 0.0064012270048988337 0.0066471902579276045 0.0065001893161827362
leaf_weight=487 85 98 53 55 52 75 54 55 65 71 72 68 65 119 61 78 70 62 69 72 393 68
leaf_count=487 85 98 53 55 52 75 54 55 65 71 72 68 65 119 61 78 70 62 69 72 393 68
internal_value=0 0.00316723 0.00649437 0.00430839 0.00658117 0.00668675 0.00205276 0.00602308 0.00499631 0.00687187 0.00573002 0.00323295 0.00680584 0.00605791 0.00116389 0.00639645 0.00593892 0.00633128 0.00691849 0.00707134 0.00673351 0.00681935
internal_weight=0 421 1926 208 1873 1756 213 383 117 1373 308 123 1302 236 115 281 135 181 1021 559 462 146
internal_count=2347 421 1926 208 1873 1756 213 383 117 1373 308 123 1302 236 115 281 135 181 1021 559 462 146
is_linear=0
shrinkage=0.00209259


Tree=797
num_leaves=20
num_cat=0
split_feature=4 4 3 16 14 2 2 160 160 157 2 43 457 157 2 3 49 2 4
split_gain=13.2543 9.30857 8.41938 7.34336 5.19025 4.31746 4.34067 8.73821 6.43846 5.61804 8.15452 6.4716 4.85821 4.66683 21.1183 9.42903 4.2883 3.03048 0.932773
threshold=0.27161500000000005 0.50113000000000019 -0.026769999999999999 -0.12029499999999999 1.0000000180025095e-35 0.13971500000000001 0.092365000000000017 -0.087939999999999977 -0.10994 -0.077664999999999998 0.10925000000000001 -0.081204999999999986 0.087855000000000003 -0.080299999999999996 0.085465000000000013 -0.107915 0.088750000000000009 0.083815000000000014 -0.0086449999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 8 18 17 -9 11 -11 13 14 -10 -15 -12 -1 -8
right_child=1 3 -4 -5 -6 -7 7 9 12 10 16 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0015122869143774085 0.0006992241238588389 0.0022484846449427683 -0.0026878872433436442 -0.00058785207010487897 2.73074192699811e-05 0.0032598837018876169 0.0032852063072623741 -0.0010407980372470359 -0.0024552071270035596 0.0018287304786658296 0.0028544889630220827 -0.00028107313565867566 0.0038535067825000496 0.0046738513764020698 0.0026775728054726014 0.0018872146816762958 0.00080216777781862267 -0.00028760760659558794 0.0021324179694201272
leaf_weight=74 53 95 70 62 85 66 62 60 52 86 115 196 54 53 90 873 66 80 55
leaf_count=74 53 95 70 62 85 66 62 60 52 86 115 196 54 53 90 873 66 80 55
internal_value=0 9.28483e-05 -0.00122784 0.00112797 0.00157978 0.00164633 0.00159071 0.00115944 0.00180697 0.00080486 0.00104419 0.000362099 0.00197575 0.00188074 0.000797481 0.00204678 0.00210651 0.000576832 0.00274388
internal_weight=0 280 123 157 2067 1982 1916 640 1276 523 463 282 1122 1068 142 926 181 154 117
internal_count=2347 280 123 157 2067 1982 1916 640 1276 523 463 282 1122 1068 142 926 181 154 117
is_linear=0
shrinkage=0.00641253


Tree=798
num_leaves=27
num_cat=0
split_feature=1 1 1 151 10 0 0 15 15 1 15 13 131 14 403 474 0 133 0 159 15 0 42 42 13 15
split_gain=632.42 89.5977 47.3285 87.6334 39.1622 33.9814 27.6466 22.658 22.1655 12.6522 12.1525 11.335 20.0119 10.8456 9.29343 10.2434 9.12936 9.00424 7.75795 6.05878 6.16198 5.49556 4.91922 3.41744 2.71022 1.90364
threshold=0.104035 0.13075500000000004 0.092810000000000017 -0.0071249999999999985 -1.0000000180025095e-35 -0.11912999999999999 -0.08095999999999999 -0.21242999999999998 -0.16448999999999997 0.10024500000000001 0.029300000000000003 0.0066850000000000008 0.086835000000000009 0.077685000000000018 -0.088654999999999984 0.088290000000000021 -0.060199999999999997 0.11524500000000001 -0.13740499999999997 0.082585000000000006 -0.026169999999999995 -0.15385999999999997 0.086855000000000016 -0.091729999999999992 -0.077549999999999994 0.090125000000000011
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 5 6 -4 -3 21 13 -7 -6 10 -5 12 -9 17 25 16 23 18 -1 20 -20 -2 -18 -16 -25 -8
right_child=1 4 3 9 8 7 14 11 -10 -11 -12 -13 -14 -15 15 -17 22 -19 19 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0052268807257226154 0.002940654446897895 -0.00020927884381102699 0.0023391846289417977 0.0042941370270012337 0.001296370906916322 0.002654146977665126 0.0061763921820909822 0.0030070215501752959 0.0032069871199125084 0.0063275097648678308 0.0056623437758856051 0.0051983175288653014 0.0048665525699272795 0.0069167108833896535 0.0058207236794106994 0.0060788872612171953 0.0042446854013668371 0.0050951910146307174 0.0056394231372348374 0.0065269448818108559 0.0060859792589170901 0.0019810424552564928 0.0050894734944860187 0.0055851727785332268 0.004988443617553219 0.0055763637890632661
leaf_weight=72 61 52 63 61 72 54 59 59 55 56 74 54 60 55 52 55 88 70 245 101 461 62 60 56 137 53
leaf_count=72 61 52 63 61 72 54 59 59 55 56 74 54 60 55 52 55 88 70 245 101 461 62 60 56 137 53
internal_value=0 0.00274977 0.00556384 0.00465645 0.00144604 0.00341647 0.00571119 0.00393618 0.00212399 0.00542065 0.0050443 0.00433621 0.0039448 0.00593631 0.00530755 0.00516122 0.00503273 0.00587946 0.00594189 0.00600566 0.00593105 0.00245714 0.00458733 0.00530168 0.00516171 0.00589267
internal_weight=0 529 1818 254 179 350 1564 227 127 191 135 173 119 1004 560 448 393 949 879 807 706 123 148 245 193 112
internal_count=2347 529 1818 254 179 350 1564 227 127 191 135 173 119 1004 560 448 393 949 879 807 706 123 148 245 193 112
is_linear=0
shrinkage=0.00226508


Tree=799
num_leaves=22
num_cat=0
split_feature=9 15 3 3 15 43 3 457 133 3 42 159 13 15 15 3 43 52 133 13 52
split_gain=9.94904 6.86449 13.6204 9.3225 14.9755 9.69566 5.6513 5.09023 5.33417 18.8789 4.53086 4.47886 7.16047 3.92174 5.55164 8.66087 3.80685 4.63461 2.31379 2.15662 1.95905
threshold=0.09055500000000001 0.0056700000000000006 -0.038414999999999998 -0.0088599999999999981 -0.016949999999999996 -0.073404999999999984 -0.14265999999999998 0.083925000000000013 -0.0054649999999999985 -0.097224999999999992 -0.095234999999999986 0.091070000000000012 -0.04609499999999999 -0.077559999999999976 -0.41971499999999995 0.11924500000000002 0.066795000000000007 -0.0097699999999999992 -0.093189999999999981 0.004745000000000001 0.11614000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 7 5 -5 -3 8 9 -1 -10 12 -12 14 -7 -16 17 -8 -11 20 -19
right_child=-2 2 -4 4 -6 13 16 -9 10 18 11 -13 -14 -15 15 -17 -18 19 -20 -21 -22
leaf_value=-0.0028616122023417618 -0.0013479857311777897 0.0035292921949905301 0.0043885922474538857 -0.0011831325673681788 -0.0024839535409453607 0.0026737555156306492 -0.00014179132041075102 0.0029164701759944087 0.003177788195679977 0.00092071970109367884 0.0016364923315330866 0.0026155741238017062 0.00012507195232482578 0.0027945931839800076 0.0017046501303992735 -0.001674497992074448 0.00022068295041577734 0.0021181864942535406 0.0025572822613560055 0.0008241699611184932 0.0011411489806305703
leaf_weight=52 53 56 76 71 64 53 54 85 62 88 425 103 175 64 69 53 87 419 56 81 101
leaf_count=52 53 56 76 71 64 53 54 85 62 88 425 103 175 64 69 53 87 419 56 81 101
internal_value=0 0.00140651 0.00184499 0.00113658 0.000284473 0.000856236 0.00160265 0.00144119 0.00131063 0.000384833 0.00154775 0.00140389 0.00119577 0.00146235 0.000974752 0.000236109 0.00145716 0.00162129 0.00155763 0.00177981 0.00192854
internal_weight=0 2294 874 1420 374 310 798 1046 961 196 765 703 600 239 175 122 742 655 144 601 520
internal_count=2347 2294 874 1420 374 310 798 1046 961 196 765 703 600 239 175 122 742 655 144 601 520
is_linear=0
shrinkage=0.00628679


Tree=800
num_leaves=19
num_cat=0
split_feature=1 1 124 3 3 4 4 51 12 3 0 1 16 49 0 16 3 13
split_gain=769.878 107.956 100.406 54.4585 53.7666 41.6272 27.6466 17.8726 21.3855 19.9841 19.2514 17.6053 14.6972 13.6353 12.1515 11.1042 8.94949 4.67144
threshold=0.109225 0.13075500000000004 -0.080389999999999989 0.10812000000000001 -0.029309999999999996 0.062150000000000004 0.054560000000000004 -0.10250499999999999 0.054520000000000006 -0.15197999999999998 -0.061204999999999989 0.083555000000000018 -0.4058199999999999 0.084620000000000015 -0.11073999999999999 -0.019749999999999993 0.011825000000000002 -0.068824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 6 5 -2 7 13 15 -10 -11 14 -3 -4 -8 -9 -6 -16
right_child=1 12 3 -5 16 -7 11 8 9 10 -12 -13 -14 -15 17 -17 -18 -19
leaf_value=0.0042708601773116866 0.0065158428893978713 0.001276180011141162 0.0080665377276111592 0.0044190021246781489 0.0025893256801985645 0.0038990278020962694 0.0070947034225960102 0.0064702648554112018 0.0077695401060146902 0.0067073519109503961 0.0055974380056154054 0.0048514081671326183 0.0025157323380835756 0.0066403059758246754 0.006300951435747334 0.0051637760225746853 0.0037288506384070856 0.0054267162133879738
leaf_weight=94 57 80 73 54 58 54 52 55 76 1191 76 56 96 53 54 65 69 59
leaf_count=94 57 80 73 54 58 54 52 55 76 1191 76 56 96 53 54 65 69 59
internal_value=0 0.00322015 0.00642392 0.00653249 0.00415752 0.005243 0.00659553 0.00669401 0.00662744 0.00670469 0.00664079 0.00588733 0.00195243 0.0074668 0.00623877 0.00576277 0.00320862 0.00584469
internal_weight=0 414 1958 1864 238 111 1810 1589 1463 1343 1267 221 176 126 165 120 127 113
internal_count=2372 414 1958 1864 238 111 1810 1589 1463 1343 1267 221 176 126 165 120 127 113
is_linear=0
shrinkage=0.00213444


Tree=801
num_leaves=11
num_cat=0
split_feature=39 14 13 147 4 457 157 14 12 16
split_gain=9.20007 13.0801 9.92506 10.1154 9.24759 7.92992 4.47674 4.23406 5.46874 0.38131
threshold=0.11365500000000002 -0.10708499999999999 -0.16392499999999996 0.088610000000000008 -0.21586499999999997 0.087350000000000011 -0.0045449999999999996 0.023790000000000002 0.081810000000000008 -0.096494999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 6 7 -4 8 -6 -3
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11
leaf_value=0.0032443244751823859 -0.00095647272417283995 -0.00074151377320795769 0.0037867652519636159 -0.00061804843855349067 0.00043262072815895104 0.0031322830251422694 0.0019163278584547205 0.0025723014729638633 0.0012805357897090861 -8.6464694520023799e-05
leaf_weight=100 55 52 62 79 270 66 101 65 1467 55
leaf_count=100 55 52 62 79 270 66 101 65 1467 55
internal_value=0 0.00130776 0.00122038 0.00130285 0.0013776 0.00126845 0.00262814 0.00120015 0.00114877 -0.000405352
internal_weight=0 2317 2217 2110 2031 1868 163 1802 1737 107
internal_count=2372 2317 2217 2110 2031 1868 163 1802 1737 107
is_linear=0
shrinkage=0.00547303


Tree=802
num_leaves=18
num_cat=0
split_feature=39 10 39 40 160 48 160 15 15 13 133 12 48 1213 124 2 12
split_gain=6.80257 8.37294 8.09135 6.00559 5.59582 4.23009 4.83361 4.52186 10.3179 19.0817 5.7708 3.49202 3.46469 2.8822 2.87416 2.04235 1.51883
threshold=0.10076500000000001 -1.0000000180025095e-35 0.084845000000000018 -0.049474999999999998 -0.54119499999999987 0.092065000000000022 0.0047600000000000012 0.083185000000000023 -0.0073899999999999999 -0.061199999999999991 -0.0054649999999999985 0.086160000000000014 0.10255000000000002 -0.082414999999999974 -0.081214999999999982 0.10803500000000001 0.086700000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 7 12 8 10 -10 -6 13 -7 -9 -4 -13 -14
right_child=3 2 14 -5 5 6 -8 11 9 -11 -12 15 16 -15 -16 -17 -18
leaf_value=-0.00069974180119174688 0.001377317084363657 0.0036813513906873599 0.0024071622386973332 -0.0022161930924390985 5.7543186521924223e-05 0.0032707585650066798 0.0044335113840687241 0.0012532719950661974 -0.0034310888117540248 0.0011349439216413971 0.001716914922511684 0.0013427552106545981 6.763469950918595e-05 0.0033935762152104924 0.0049097191484089213 0.0027513151348211272 0.0018852245924141644
leaf_weight=92 52 65 52 53 146 58 52 52 78 153 626 559 52 113 52 65 52
leaf_count=92 52 65 52 53 146 58 52 52 78 153 626 559 52 113 52 65 52
internal_value=0 0.00151979 0.00161371 -0.000435786 0.00151095 0.00144058 0.00243942 0.00132126 0.000986333 -0.000406486 0.0014032 0.00174692 0.00179885 0.00271954 0.00365921 0.00148961 0.000977201
internal_weight=0 2267 2175 105 2071 2006 214 1792 1003 231 772 789 162 165 104 624 104
internal_count=2372 2267 2175 105 2071 2006 214 1792 1003 231 772 789 162 165 104 624 104
is_linear=0
shrinkage=0.0075133


Tree=803
num_leaves=12
num_cat=0
split_feature=4 0 1429 156 0 448 0 150 1 1 1
split_gain=5.43239 8.8875 9.68063 7.38598 7.07639 4.76519 6.90154 8.44505 12.114 8.00031 6.43134
threshold=-0.21586499999999997 0.024745000000000003 0.084770000000000012 0.087400000000000019 0.11535000000000002 -0.071684999999999985 -0.23046999999999998 0.099590000000000026 0.097070000000000004 0.14068500000000003 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 -2 -7 9 -9 10 -8
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.0027350692077938929 0.002446354158881637 -0.0013458596908452294 0.00045704334736112117 -0.0021154727181871349 0.00067635591714988014 0.0024838401298918739 0.00088170647832071887 0.0011172903861467712 -0.002389911095029435 0.0027771122118673101 -0.00093044106532142715
leaf_weight=92 54 54 76 52 93 70 1656 55 54 60 56
leaf_count=92 54 54 76 52 93 70 1656 55 54 60 56
internal_value=0 0.000761365 0.000814739 -0.000587603 0.00170045 0.000904293 0.000861583 0.000801182 -0.000619707 0.000888616 0.000822398
internal_weight=0 2187 2133 128 185 2005 1951 1881 109 1772 1712
internal_count=2372 2187 2133 128 185 2005 1951 1881 109 1772 1712
is_linear=0
shrinkage=0.00526051


Tree=804
num_leaves=10
num_cat=0
split_feature=52 12 1 15 12 14 3 1429 3
split_gain=4.81048 4.68703 6.88767 11.8973 5.98254 4.98056 4.82788 3.43923 5.83122
threshold=-0.56073999999999991 -0.10236499999999998 0.13429500000000003 -0.40992999999999996 -0.092124999999999985 -0.10708499999999999 0.11372500000000001 0.087865000000000013 -0.18766499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 7 8 -7
right_child=1 2 3 -5 5 6 -8 -9 -10
leaf_value=0.0023077081019665159 0.0019943833544962949 -0.0010410948449924859 0.0010806916975446589 -0.0024708013967135413 0.0023374602582338731 -0.00075828482713548946 -0.00056588844757818227 -0.0003585972171144886 0.00087433417191073092
leaf_weight=56 79 57 57 56 58 68 85 78 1778
leaf_count=56 79 57 57 56 58 68 85 78 1778
internal_value=0 0.000683867 0.00063756 -0.000678823 0.000707621 0.000755872 0.000710182 0.000766588 0.000814163
internal_weight=0 2316 2237 113 2124 2067 2009 1924 1846
internal_count=2372 2316 2237 113 2124 2067 2009 1924 1846
is_linear=0
shrinkage=0.00547303


Tree=805
num_leaves=20
num_cat=0
split_feature=0 52 48 52 43 1 147 11 0 457 48 12 160 0 12 1 12 12 43
split_gain=9.54416 13.1134 10.3451 10.4479 7.24829 10.1758 6.68086 7.27402 5.91627 5.86186 5.43246 8.9214 8.21203 4.49378 3.76176 3.46966 2.67037 2.30537 1.48128
threshold=-0.066044999999999979 -0.35673999999999995 0.093265000000000015 -0.080064999999999983 -0.012984999999999998 0.10574000000000001 0.087210000000000024 0.077415000000000012 -0.014334999999999999 0.094845000000000013 0.087470000000000006 0.08073000000000001 -0.015394999999999997 -0.10946999999999998 0.10254500000000001 0.096475000000000019 -0.08780499999999998 0.092495000000000008 -0.078959999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 17 3 -3 8 -6 7 9 -5 10 11 12 -1 -13 -15 18 -14 -2 -12
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 15 13 16 14 -16 -17 -18 -19 -20
leaf_value=0.00058733953554521428 0.0030129094463319079 -0.0024703889422848725 -0.0035191300039375231 2.2816141188625189e-06 0.00097405106549308641 -0.0030564663838502141 -0.00087313301780854783 0.0033683530386957577 0.0032302349098938276 0.0033403110862262769 -0.00022480277308820393 -0.0010095502856949138 0.0045680366540108777 0.0010869678453621315 -0.00039956844843982493 -0.0012477045762260446 0.0026162187374942181 0.0010957143733512161 0.0012257771054528948
leaf_weight=82 52 80 57 52 77 53 89 69 63 53 63 61 58 1025 93 81 90 80 80
leaf_count=82 52 80 57 52 77 53 89 69 63 53 63 61 58 1025 93 81 90 80 80
internal_value=0 -7.205e-05 -0.000736946 -0.000248761 0.00047636 -0.000668579 0.00101878 0.00111476 0.0017713 0.00102249 0.000947215 0.00111004 0.00238573 0.00086111 0.000963244 -7.66271e-05 0.00338163 0.00185155 0.000586182
internal_weight=0 514 382 325 245 130 1844 1755 115 1686 1633 1409 230 1179 1118 224 148 132 143
internal_count=2358 514 382 325 245 130 1844 1755 115 1686 1633 1409 230 1179 1118 224 148 132 143
is_linear=0
shrinkage=0.00707995


Tree=806
num_leaves=14
num_cat=0
split_feature=13 3 16 160 16 50 0 3 3 43 51 43 0
split_gain=6.76202 13.5379 6.60321 8.20943 6.64134 5.18233 4.81884 8.11108 5.33379 3.27311 3.97233 1.94983 1.63986
threshold=-0.47860499999999995 0.25468500000000005 -0.42004999999999992 -0.53327999999999987 -0.26987499999999992 1.0000000180025095e-35 -0.11327499999999999 -0.0044449999999999993 0.077930000000000013 -0.085224999999999981 -0.013439999999999999 -0.072174999999999975 -0.14766999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -4 -5 6 7 -6 -8 -7 -11 -2 -13
right_child=1 -3 3 4 5 9 8 -9 -10 10 -12 12 -14
leaf_value=0.0025457008708947128 0.00093682712535747255 -0.0025619882430039146 -0.001699639324060271 -0.0015984814820991572 -0.0024446347817958861 0.0022740710081401486 0.00046294176725778278 0.00067992225394488781 0.0023975642689620168 -0.00058296318936867117 0.0012277366743221629 0.0014053463654637405 0.0028261453485044882
leaf_weight=67 96 55 66 55 59 91 1252 74 59 57 298 64 65
leaf_count=67 96 55 66 55 59 91 1252 74 59 57 298 64 65
internal_value=0 0.000519174 0.000594992 0.000480669 0.000554688 0.000617382 0.000434354 -0.000705655 0.000550058 0.00120981 0.000936816 0.00161649 0.00212177
internal_weight=0 2291 2236 2011 1945 1890 1444 133 1311 446 355 225 129
internal_count=2358 2291 2236 2011 1945 1890 1444 133 1311 446 355 225 129
is_linear=0
shrinkage=0.00628679


Tree=807
num_leaves=23
num_cat=0
split_feature=0 52 4 0 0 52 12 147 2 12 49 52 0 1 2 475 12 0 49 4 4 475
split_gain=6.93795 12.6592 11.1306 8.37521 9.80686 5.43801 5.02075 4.94093 5.54002 5.45536 12.7653 8.05434 5.45939 5.03431 23.6323 4.50662 4.16431 2.88442 2.19253 1.9439 2.04865 1.42022
threshold=-0.066044999999999979 0.13248000000000001 0.50373500000000015 -0.048199999999999993 0.0037850000000000002 -0.032354999999999988 0.082780000000000006 0.087210000000000024 -0.00097499999999999985 0.081420000000000006 0.091325000000000003 -0.0092149999999999992 -0.14666499999999996 0.077565000000000009 0.080060000000000006 -0.0029899999999999996 -0.040564999999999997 -0.10147999999999999 0.093945000000000015 0.0015850000000000003 -0.050564999999999992 -0.084394999999999984
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=7 2 3 5 -5 -2 -6 8 -1 10 11 16 -13 15 19 21 -10 -17 -19 20 -15 -11
right_child=1 -3 -4 4 6 -7 -8 -9 9 13 -12 12 -14 14 -16 17 -18 18 -20 -21 -22 -23
leaf_value=0.0026996905939705722 -0.0020801850217537728 -0.0032002042033983402 -0.0023559639748646334 0.0032290835439126231 -0.00061631834786614131 0.00061847866029076878 0.0014935399488506629 -0.0008166633557243634 -0.00030890218573951926 0.0012741252943870671 -0.00083714391905607803 0.002146833158919185 0.0050236055666351758 0.00043300352704243297 -0.0037817289052988656 0.0019333534089201005 0.002040868998703752 0.00060115512743168101 -0.00045225450283234724 -0.00048001827995458954 0.0016417507534230249 0.0025723468474568318
leaf_weight=61 67 53 64 76 95 61 98 89 54 87 79 62 52 194 63 62 80 654 97 61 87 62
leaf_count=61 67 53 64 76 95 61 98 89 54 87 79 62 52 194 63 62 80 654 97 61 87 62
internal_value=0 -0.000172783 0.00017512 0.00058333 0.00123876 -0.000793558 0.000454647 0.000686436 0.000762701 0.00069291 0.00145194 0.00218141 0.00345966 0.00051129 -0.000100309 0.000768845 0.00109343 0.000577066 0.000465003 0.000577643 0.000807491 0.00181479
internal_weight=0 514 461 397 269 128 193 1844 1755 1694 327 248 114 1367 405 962 134 813 751 342 281 149
internal_count=2358 514 461 397 269 128 193 1844 1755 1694 327 248 114 1367 405 962 134 813 751 342 281 149
is_linear=0
shrinkage=0.00654078


Tree=808
num_leaves=17
num_cat=0
split_feature=0 48 11 133 16 16 2 42 3 2 3 0 0 475 0 3
split_gain=5.0639 10.1006 7.08788 6.16002 10.2529 14.9165 5.47829 5.78192 4.39881 6.93042 2.78718 4.49922 6.54356 2.37518 0.986455 0.571881
threshold=-0.061994999999999995 0.092475000000000016 0.082245000000000013 0.076280000000000014 0.066275000000000014 -0.12029499999999999 -0.007134999999999999 0.11964500000000002 0.102425 0.114805 0.081640000000000004 -0.14822499999999997 -0.13010499999999997 -1.0000000180025095e-35 -0.00077999999999999999 -0.024114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 -2 -1 8 10 -10 11 -8 -13 -6 -15 -5
right_child=1 -3 -4 15 13 -7 7 -9 9 -11 -12 12 -14 14 -16 -17
leaf_value=-0.0013644265401688499 0.00043133998141093785 -0.0024900962168519524 0.0025953164656689564 0.0017861153555020503 0.0013914054023340737 -0.0037156084893208382 0.0020552183157530762 -0.0013931524695478582 0.0030122121877230383 0.00051269512660837436 -0.00077669836037850756 -0.0015780938984841706 0.00051966126658270387 0.00059015294649340658 -0.00051993422784284236 0.00092509143834696946
leaf_weight=55 59 56 53 52 73 58 61 53 61 97 59 52 1408 54 54 53
leaf_count=55 59 56 53 52 73 58 61 53 61 97 59 52 1408 54 54 53
internal_value=0 -0.000178744 0.000500955 0.000142283 -0.000283785 -0.00162388 0.00044079 0.000496262 0.000553915 0.00147809 0.000461458 0.000509527 0.000444904 0.000582124 3.45353e-05 0.00135209
internal_weight=0 459 1899 403 298 117 1846 1791 1738 158 1580 1521 1460 181 108 105
internal_count=2358 459 1899 403 298 117 1846 1791 1738 158 1580 1521 1460 181 108 105
is_linear=0
shrinkage=0.00580803


Tree=809
num_leaves=23
num_cat=0
split_feature=1 1 12 1 4 3 4 3 15 12 0 1446 3 13 1 0 0 159 1 3 3 12
split_gain=1026.56 133.038 118.251 85.5033 52.0695 50.9181 44.8602 38.9098 19.7556 19.229 17.3336 18.9863 16.9487 15.88 14.8217 17.2855 13.5223 10.1759 7.48607 4.83712 4.38573 2.8606
threshold=0.109225 0.12419000000000001 0.054520000000000006 0.092655000000000015 0.42098500000000005 -0.029309999999999996 0.054560000000000004 -0.0053599999999999993 -0.42759999999999992 0.093670000000000017 -0.085669999999999982 0.087090000000000015 -0.15002999999999997 -0.0072499999999999995 0.08592000000000001 -0.10185499999999999 -0.060199999999999997 0.082585000000000006 1.0000000180025095e-35 -0.081184999999999993 -0.075194999999999998 0.08401500000000002
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 3 17 13 -2 10 -5 -6 -8 14 12 -12 -3 15 -4 20 18 -1 21 -14 -17
right_child=1 4 6 7 8 -7 9 -9 -10 -11 11 -13 16 -15 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0053546794199027491 0.0050822238499466012 0.0015952421468289084 0.0086598139712006084 0.0024721854187937167 0.0011011374659116041 0.0027549880930991472 0.0064011337566709228 0.0048845969295877398 -0.00081984173691697392 0.0048879563688490396 0.007970302665262009 0.0053917798264328902 0.0068877416634321479 0.0033695771432467984 0.0062301302808912152 0.0078060362696501778 0.0058639624484616354 0.0071518797022399536 0.006474626667517156 0.0067942036933166831 0.00638716715724449 0.0072536266924926283
leaf_weight=60 98 56 52 58 62 103 93 93 53 87 61 55 616 52 66 69 91 54 69 99 112 199
leaf_count=60 98 56 52 58 62 103 93 93 53 87 61 55 616 52 66 69 91 54 69 99 112 199
internal_value=0 0.00252657 0.00649618 0.00524546 0.00129774 0.00388978 0.00675726 0.00395814 0.000215602 0.0056699 0.00689507 0.00671087 0.00679329 0.00244978 0.00725013 0.00741074 0.00670559 0.00630755 0.00595391 0.00723369 0.00681076 0.00739594
internal_weight=0 424 1934 334 223 201 1600 151 115 180 1420 935 880 108 485 419 819 183 129 367 728 268
internal_count=2358 424 1934 334 223 201 1600 151 115 180 1420 935 880 108 485 419 819 183 129 367 728 268
is_linear=0
shrinkage=0.00231039


Tree=810
num_leaves=16
num_cat=0
split_feature=1 133 39 0 133 10 0 48 133 156 15 15 0 133 133
split_gain=8.21327 6.04229 7.27169 5.82217 5.02495 4.97841 4.93629 8.95051 3.88558 1.87585 1.62482 3.34394 1.64281 1.21233 2.38775
threshold=0.14882500000000001 -0.080849999999999991 0.10076500000000001 0.047740000000000012 -0.035819999999999991 -1.0000000180025095e-35 -0.22607999999999998 -0.0046349999999999994 -0.087724999999999984 0.083125000000000018 -0.10245999999999998 -0.066639999999999991 -0.088589999999999988 -0.34918499999999997 -0.14186999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -6 -7 -8 10 -5 -1 -12 -13 -14 -15
right_child=-2 2 -4 9 5 6 7 -9 -10 -11 11 12 13 14 -16
leaf_value=0.0018344088146253286 -0.0020894491266679194 -0.001362098765018398 -0.0016350945683089554 0.002171773290009082 -0.0012673464820444204 -0.00092764191367304357 0.0026652528859014528 0.00043181129102164742 0.0027964939735919134 0.00068153311391406482 -0.00062280182469431357 0.0020914554902545708 0.0015950266864927201 -0.00045873471888921295 0.0013276784234831688
leaf_weight=69 52 71 74 95 72 99 78 1370 54 55 59 52 54 61 62
leaf_count=69 52 71 74 95 72 99 78 1370 54 55 59 52 54 61 62
internal_value=0 0.000487174 0.00033564 0.000414935 0.00030742 0.000380678 0.000457424 0.000552168 0.00119269 0.00162581 0.00094991 0.000737761 0.0010886 0.000793586 0.000441177
internal_weight=0 2325 1914 1840 1690 1619 1547 1448 411 150 357 288 229 177 123
internal_count=2377 2325 1914 1840 1690 1619 1547 1448 411 150 357 288 229 177 123
is_linear=0
shrinkage=0.00641253


Tree=811
num_leaves=22
num_cat=0
split_feature=12 3 2 48 13 4 16 130 13 2 155 12 16 16 2 12 16 12 4 4 13
split_gain=5.74248 5.14641 8.11574 6.36017 7.27509 20.7665 24.2199 3.76074 4.15097 4.10903 3.24944 4.67473 3.37305 2.79723 2.73589 7.89416 3.52243 5.43287 3.38014 2.50037 1.14706
threshold=0.13969000000000004 -0.0088599999999999981 1.0000000180025095e-35 0.095930000000000015 -0.23438999999999996 -0.0073899999999999999 -0.41163499999999992 -0.050984999999999996 0.0015850000000000003 -0.017044999999999998 0.082230000000000011 0.084160000000000013 0.10246000000000001 -0.051934999999999995 0.090675000000000019 0.086885000000000004 0.0060650000000000009 0.091680000000000011 -0.074219999999999994 0.0049200000000000008 0.0015850000000000003
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 7 -3 4 -4 -6 -7 20 9 -9 11 -10 13 -13 16 -16 19 -18 -17 -11 -1
right_child=-2 2 3 -5 5 6 -8 8 10 14 -12 12 -14 -15 15 18 17 -19 -20 -21 -22
leaf_value=0.0020607220389028797 -0.0015349234299322624 -0.001891071120384259 0.002086406406321828 -0.0012540174021033188 0.0023656822209001099 0.001425056634607617 -0.0031688241608252778 0.0020283982876378639 -0.0018361348757280056 0.00056901482084931849 0.0010259796615076549 -9.3999346876437424e-05 -0.0012704174371999731 0.0014665556095673142 0.0022954007939449145 0.001748931465314819 -0.0016909941743573291 0.00064629946489322117 0.00022215896864206206 -0.00061582378973679727 0.00091011222445906009
leaf_weight=58 53 75 74 82 81 65 87 60 57 687 66 131 54 52 98 56 66 63 294 63 55
leaf_count=58 53 75 74 82 81 65 87 60 57 687 66 131 54 52 98 56 66 63 294 63 55
internal_value=0 0.000360435 -0.000175956 0.000154565 0.000530997 3.67435e-05 -0.00120394 0.000494278 0.000429111 0.000570525 -0.000115557 -0.000372027 -1.96437e-05 0.000349105 0.000504562 0.000866799 0.000319871 -0.000549054 0.000466616 0.000469407 0.00150123
internal_weight=0 2324 464 389 307 233 152 1860 1747 1387 360 294 237 183 1327 448 879 129 350 750 113
internal_count=2377 2324 464 389 307 233 152 1860 1747 1387 360 294 237 183 1327 448 879 129 350 750 113
is_linear=0
shrinkage=0.00569414


Tree=812
num_leaves=17
num_cat=0
split_feature=4 4 15 48 1446 14 52 52 133 4 12 3 12 1455 15 3
split_gain=5.51196 3.97974 3.32876 7.2389 6.8793 6.88362 6.00429 5.04398 4.83479 7.72362 4.30548 3.49852 6.13199 3.60561 3.31065 3.73518
threshold=0.27161500000000005 0.40945500000000007 -0.14151499999999997 0.093265000000000015 0.097670000000000021 0.018475000000000002 -0.053514999999999993 -0.14715499999999998 0.087285000000000015 -0.022189999999999998 0.085135000000000002 -0.10077999999999999 0.091680000000000011 0.091870000000000021 -0.4680149999999999 0.0037100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 7 -5 8 9 -4 -1 12 -9 -13 -3 -16
right_child=1 14 3 6 -6 -7 -8 11 -10 -11 -12 13 -14 -15 15 -17
leaf_value=0.0028253400715193572 -0.0022618001425017509 0.00086045732835757867 0.00078911860512131092 0.00027978486538266423 0.0028205495289533263 -0.0017723411964815508 -0.0023006372515823334 -0.0023089173085608637 -6.0684428062827437e-05 0.0034855541358692283 0.00024591427748536592 0.00051046797463648211 0.00083617227995620757 -0.0012699614330264114 0.00040409200941304797 -0.001839267088767529
leaf_weight=60 53 86 121 85 57 64 82 60 83 83 60 1234 55 55 62 77
leaf_count=60 53 86 121 85 57 64 82 60 83 83 60 1234 55 55 62 77
internal_value=0 -0.000584077 0.000435523 0.000368743 0.000493716 0.000418102 -0.000986814 0.000501048 0.00132316 0.00188655 0.00153623 0.000332943 -0.000804112 0.000434443 -0.000188557 -0.000838109
internal_weight=0 278 2099 1979 1812 1755 167 1691 287 204 120 1404 115 1289 225 139
internal_count=2377 278 2099 1979 1812 1755 167 1691 287 204 120 1404 115 1289 225 139
is_linear=0
shrinkage=0.00680503


Tree=813
num_leaves=21
num_cat=0
split_feature=1 2 123 16 4 1 2 2 43 1 475 16 52 52 11 52 47 50 4 1429
split_gain=895.114 140.26 126.766 70.4036 47.4811 34.8223 24.8589 23.2206 20.8766 18.1311 15.9845 11.7527 18.6919 9.44976 17.3301 8.2887 7.98247 7.32124 6.54354 4.77793
threshold=0.10752500000000002 0.16394500000000004 1.0000000180025095e-35 0.25761500000000009 0.27161500000000005 0.12719000000000003 0.099675000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.091275000000000009 -0.076304999999999984 -0.015159999999999998 -0.41304999999999997 0.40945500000000007 1.0000000180025095e-35 0.044705000000000002 0.082095000000000015 0.089685000000000015 0.30163500000000004 0.084690000000000015
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 3 4 5 6 7 9 -2 -7 13 -8 15 -13 14 19 -12 17 -11 -9 -1
right_child=1 -3 -4 -5 -6 8 10 18 -10 16 11 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0056090837712436375 0.0035967047168518227 -0.0011556710469959846 0.0027757521849942311 0.0043654035438828462 0.0033853724149876777 0.00010010487720986608 0.0059376416133584756 0.0015074107823634137 0.0018079696742697819 0.0042383392548558533 0.0044978631316282816 0.0050642004355879715 0.0036381924014990338 0.0048493380717608125 0.0066569737126111698 0.0055630376436971857 0.0056075688688047446 0.0052033671125131832 0.0024476431577022352 0.0050249812090029378
leaf_weight=1038 61 57 90 64 54 52 53 58 79 82 53 76 86 71 69 82 52 60 74 66
leaf_count=1038 61 57 90 64 54 52 53 58 79 82 53 76 86 71 69 82 52 60 74 66
internal_value=0 0.00190919 0.00520123 0.0023595 0.00531973 0.00196321 0.00537814 0.00252849 0.00113021 0.00549999 0.00487744 0.00468817 0.00430732 0.00559291 0.0056379 0.00514502 0.00490404 0.00464626 0.00203468 0.00557418
internal_weight=0 445 1932 388 1842 324 1788 193 131 1438 350 297 162 1244 1173 135 194 142 132 1104
internal_count=2377 445 1932 388 1842 324 1788 193 131 1438 350 297 162 1244 1173 135 194 142 132 1104
is_linear=0
shrinkage=0.00209259


Tree=814
num_leaves=18
num_cat=0
split_feature=1 4 3 123 3 1 4 41 52 12 155 2 133 52 15 52 4
split_gain=598.894 85.9867 78.1339 65.1342 51.8165 26.5725 25.4247 20.3338 14.5579 11.1053 10.4353 16.7934 12.9599 9.78571 7.31192 4.70662 1.77619
threshold=0.109225 0.27287000000000006 0.10323000000000002 1.0000000180025095e-35 -0.048154999999999996 0.13075500000000004 0.049545000000000006 1.0000000180025095e-35 -0.046924999999999988 0.096535000000000024 0.081515000000000018 0.10550500000000002 -0.00027499999999999996 0.0029250000000000005 -0.42759999999999992 -0.54604999999999992 0.10440500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 -2 -3 7 10 -6 13 11 12 -1 16 -7 -12 -8
right_child=1 5 -4 -5 8 14 9 -9 -10 -11 15 -13 -14 -15 -16 -17 -18
leaf_value=0.006335986599549313 0.0052934490431727332 0.0027108020590340398 0.0035329522778226774 0.0040723078571413681 0.0023350291831951463 0.0016444505387088143 0.0054720273432566913 0.0072648698920267374 0.0038700434851400073 0.0045370753181169692 0.006249898996553328 0.00509746806103052 0.0058657352126789833 0.0062357951846212486 0.00051603477933962979 0.0071399057163001357 0.0049048330439479867
leaf_weight=455 78 95 73 94 72 61 55 68 53 67 66 102 802 72 53 54 57
leaf_count=455 78 95 73 94 72 61 55 68 53 67 66 102 802 72 53 54 57
internal_value=0 0.00284328 0.00578812 0.00587512 0.00387276 0.00184323 0.00596936 0.00607583 0.00298607 0.00531303 0.00602115 0.00596555 0.00603597 0.00559544 0.00112004 0.0066506 0.00518358
internal_weight=0 412 1965 1892 203 209 1798 1547 125 251 1479 1359 1257 184 114 120 112
internal_count=2377 412 1965 1892 203 209 1798 1547 125 251 1479 1359 1257 184 114 120 112
is_linear=0
shrinkage=0.00222067


Tree=815
num_leaves=18
num_cat=0
split_feature=1 3 4 3 1 3 15 1 15 4 1 42 12 43 12 1454 1
split_gain=8.4604 7.67423 6.72058 6.1919 6.45552 6.43006 7.6461 7.60916 5.90781 8.91576 3.93391 9.7846 3.3546 3.19015 3.16432 2.16577 1.20043
threshold=0.11367000000000001 0.11745500000000002 -0.03463999999999999 -0.0047649999999999993 0.089875000000000024 -0.13088999999999998 0.041820000000000003 0.10178000000000001 -0.088184999999999986 0.51326500000000019 0.095510000000000012 0.083120000000000013 -1.0000000180025095e-35 0.061400000000000003 0.093595000000000025 0.081720000000000015 0.13368000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 7 -1 9 16 12 -12 -7 15 -15 -14 -4
right_child=2 -3 8 4 -6 10 -8 -9 -10 -11 11 -13 13 14 -16 -17 -18
leaf_value=-8.9566520594062531e-05 0.0021095966119387636 -0.0015443963191848326 0.00068001843247168597 0.0010026111066410493 0.0034997196578044351 0.0025929729968711848 0.0042284636382798656 0.0030138096473746848 -0.0018203469790808555 -0.0015556985588062425 -0.0018723901920635186 0.0014528806290407801 0.0010792202542779167 -0.00102650720559775 0.00084531505575188241 -0.00013835191014555819 0.0020494682458721976
leaf_weight=82 54 52 59 95 97 55 57 66 103 81 80 84 1094 76 93 72 60
leaf_count=82 54 52 59 95 97 55 57 66 103 81 80 84 1094 76 93 72 60
internal_value=0 0.00103511 -0.000101834 0.00110389 0.00226455 0.000977164 0.00211019 0.00129388 -0.00049619 0.000185388 0.000827651 -0.00016876 0.000945265 0.000877328 3.11896e-06 0.00100397 0.00137111
internal_weight=0 2003 357 1951 192 1759 205 148 303 200 1554 164 1390 1335 169 1166 119
internal_count=2360 2003 357 1951 192 1759 205 148 303 200 1554 164 1390 1335 169 1166 119
is_linear=0
shrinkage=0.00680503


Tree=816
num_leaves=21
num_cat=0
split_feature=1 3 123 2 2 2 16 16 52 13 14 2 16 16 3 16 3 51 1 3
split_gain=526.438 95.7185 48.1542 37.9593 28.7889 25.3873 23.1728 16.9362 24.259 19.15 13.4044 12.4062 11.4487 10.519 12.0934 8.73258 8.62589 7.94866 6.83396 3.11982
threshold=0.10752500000000002 -0.049204999999999992 0.083275000000000016 0.14721500000000001 -0.0050599999999999994 0.099675000000000014 -0.070064999999999975 0.39524000000000009 0.033770000000000008 -0.032264999999999995 0.054835000000000009 0.11461500000000001 -0.073494999999999991 0.081265000000000018 0.0065900000000000012 0.037060000000000003 -0.085684999999999997 -0.085504999999999984 0.088340000000000016 0.12566000000000002
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 6 5 4 -3 10 -2 8 9 -7 13 -6 -10 14 15 17 -15 -1 -9 -13
right_child=1 3 -4 -5 11 7 -8 18 12 -11 -12 19 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=0.0063543936640873761 0.003304488203258417 0.0014020455793365453 0.0038416549567465287 0.00092648216485654547 0.0038581379593457614 0.005077258608048211 0.0050288155354354909 0.0053025461076727631 0.0061767634199716278 0.0033755905715593232 0.0067044704623066007 0.0023194459277215687 0.0048740891952839963 0.0068245734817292229 0.0046106287182398949 0.0048887241903924766 0.0057522319401694657 0.005641324583949869 0.0063052672495322619 0.0030325151697920224
leaf_weight=77 58 59 76 72 66 52 92 76 53 72 59 54 74 61 54 66 79 1048 53 59
leaf_count=77 58 59 76 72 66 52 92 76 53 72 59 54 74 61 54 66 79 1048 53 59
internal_value=0 0.00296235 0.0055073 0.00228492 0.00269578 0.00557668 0.00436223 0.00508526 0.00476167 0.00408938 0.00570599 0.00312207 0.0054179 0.00566344 0.00560088 0.00564576 0.00621963 0.00569015 0.00571469 0.00269196
internal_weight=0 460 1900 310 238 1824 150 380 251 124 1444 179 127 1385 1245 1191 140 1125 129 113
internal_count=2360 460 1900 310 238 1824 150 380 251 124 1444 179 127 1385 1245 1191 140 1125 129 113
is_linear=0
shrinkage=0.00213444


Tree=817
num_leaves=17
num_cat=0
split_feature=1 2 2 0 475 475 1 157 400 130 48 0 1 1452 12 399
split_gain=7.50735 6.70481 11.0158 4.63466 4.02884 4.10962 3.67043 3.41328 3.27577 3.66305 3.22615 9.15727 3.88213 3.7303 2.89314 1.28325
threshold=0.11367000000000001 -0.007134999999999999 0.11461500000000001 -0.10490499999999998 -0.085144999999999985 -0.08323499999999999 0.13752500000000004 -0.081329999999999986 -0.077004999999999976 -0.054004999999999991 0.10096000000000001 -0.14216999999999999 0.096325000000000008 0.087590000000000015 0.086160000000000014 0.086815000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 -6 -5 -1 15 -10 11 12 -11 -13 -12 -7
right_child=1 2 3 6 5 8 -8 -9 9 10 14 13 -14 -15 -16 -17
leaf_value=0.0025829351702992831 -0.0015182802279545616 0.0018226971480963679 0.0006442175943416295 -0.00014093346099123638 -0.00056180231874738203 0.0004963571765819278 -0.0018277305197523929 0.000989677400528138 0.0020813975720546407 0.0025150524825972229 -0.00071442385347157157 0.00079243532505209968 0.00088012226617785775 -0.00054853794408190487 0.0008710667297693208 -0.00054288171864168419
leaf_weight=56 57 87 83 75 56 61 55 81 58 110 62 1305 53 53 52 56
leaf_count=56 57 87 83 75 56 61 55 81 58 110 62 1305 53 53 52 56
internal_value=0 4.00608e-05 0.000336322 -0.000270541 0.000820501 0.000760208 -0.000854985 0.00164132 0.000801139 0.000856578 0.000813096 0.00087338 0.00198377 0.000740061 8.31818e-06 -6.04009e-07
internal_weight=0 357 300 213 2003 1866 130 137 1810 1693 1635 1521 163 1358 114 117
internal_count=2360 357 300 213 2003 1866 130 137 1810 1693 1635 1521 163 1358 114 117
is_linear=0
shrinkage=0.00495709


Tree=818
num_leaves=13
num_cat=0
split_feature=4 52 0 11 48 0 0 13 11 3 13 3
split_gain=5.8318 11.7772 9.67442 9.56385 6.65407 4.69485 10.5648 6.31113 4.33221 3.81478 7.42146 5.83126
threshold=-0.15450999999999995 0.024560000000000002 0.0085900000000000021 0.082245000000000013 0.12118000000000002 -0.18560999999999997 -0.13740499999999997 -0.090139999999999984 0.081005000000000008 -0.020014999999999995 -0.087394999999999987 -0.059629999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -2 7 -7 -1 11 -11 -8
right_child=2 -3 -4 -5 -6 6 9 -9 -10 10 -12 -13
leaf_value=0.0019338003269976064 0.0024395560321037769 0.0046464419180318262 -0.0020688034311720639 0.0038091169124194655 -0.0018366719971054095 0.00032309507418829821 0.00094609475288916429 -0.0027914273933302433 -0.00056073706750566041 0.001822897621512754 -0.0010881499786545218 0.0031241195799533942
leaf_weight=97 98 68 66 60 54 76 1418 71 66 78 135 73
leaf_count=97 98 68 66 60 54 76 1418 71 66 78 135 73
internal_value=0 0.0020196 0.00076245 0.000853067 0.000764478 0.000836588 0.000751676 -0.00118065 0.00092325 0.000918421 -2.1756e-05 0.00105279
internal_weight=0 231 2129 2063 2003 1949 1851 147 163 1704 213 1491
internal_count=2360 231 2129 2063 2003 1949 1851 147 163 1704 213 1491
is_linear=0
shrinkage=0.0075133


Tree=819
num_leaves=19
num_cat=0
split_feature=1 1 12 39 3 1 16 12 0 11 1 0 12 3 16 1 3 16
split_gain=563.13 74.7538 49.9211 37.8768 42.5081 33.493 30.2194 20.1007 17.8069 12.7105 11.0316 15.8137 12.9557 9.16235 8.92659 7.65379 4.43983 3.36408
threshold=0.10808500000000001 0.12419000000000001 0.085090000000000013 0.081875000000000017 0.10323000000000002 0.095950000000000021 -0.072054999999999994 0.11721500000000001 -0.061654999999999995 0.077415000000000012 0.087070000000000022 -0.10023499999999998 0.092495000000000008 -0.088714999999999988 0.081265000000000018 0.11414000000000001 -0.046989999999999997 0.21684500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 7 -5 8 9 -3 10 12 -12 16 -13 -11 -2 -1 -14
right_child=1 6 -4 5 -6 -7 -8 -9 -10 14 11 13 17 -15 -16 -17 -18 -19
leaf_value=0.0058502112315300201 0.0033279453111440178 0.0019601628538943048 0.0049385416252029609 0.0054120496713671784 0.0038104691418299561 0.0030354306648490816 0.0028679714827442382 0.0044616284239017909 0.00033866034266115315 0.005736380028327652 0.0042887323795884795 0.0046872302194140491 0.0055050407391892368 0.0056935965036829508 0.0069593845539471372 0.0022890468581079986 0.0064455488835143725 0.0049722138507331927
leaf_weight=806 74 72 91 60 61 53 92 64 58 52 59 52 249 253 63 62 65 74
leaf_count=806 74 72 91 60 61 53 92 64 58 52 59 52 249 253 63 62 65 74
internal_value=0 0.00281145 0.00369006 0.00552108 0.00559796 0.00429756 0.00191295 0.00566072 0.0012369 0.00570658 0.00565489 0.00532225 0.00575628 0.0055221 0.00640658 0.0028545 0.00589467 0.00538304
internal_weight=0 449 227 1911 1798 113 222 1737 130 1673 1558 364 1194 305 115 136 871 323
internal_count=2360 449 227 1911 1798 113 222 1737 130 1673 1558 364 1194 305 115 136 871 323
is_linear=0
shrinkage=0.00217713


Tree=820
num_leaves=15
num_cat=0
split_feature=15 2 124 43 4 51 3 15 3 13 43 47 51 4
split_gain=7.86443 9.62104 6.80713 5.36719 5.17304 4.37899 5.31318 11.7393 5.63252 10.7318 3.48738 3.11854 2.48452 1.20321
threshold=-0.45015499999999992 -0.0091949999999999983 -0.085059999999999983 0.10597500000000001 0.53076500000000015 -0.40771999999999992 0.10323000000000002 -1.0000000180025095e-35 -0.10468499999999999 0.087005000000000013 0.24306000000000003 0.09550500000000002 -0.14619499999999999 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 -1 -4 8 11 9 -7 -5 -8 -10 -12
right_child=1 2 3 10 -6 6 7 -9 12 -11 13 -13 -14 -15
leaf_value=-0.00235840690557376 -0.0012063910997149581 0.0030335510686153012 0.0023607614820181388 0.0034525181527928672 0.00044870413997390738 -0.0015921082268082524 0.0017936642241356351 -0.0029130718056783844 0.0023737613120720191 0.0011885832226438701 0.00088930475157590952 -0.00036186775323234828 0.00099049968350890024 0.0021662985337710687
leaf_weight=52 87 69 78 52 61 106 64 52 58 135 73 52 1360 56
leaf_count=52 87 69 78 52 61 106 64 52 58 135 73 52 1360 56
internal_value=0 0.000925732 0.00101184 0.000944934 -0.000842446 0.000842604 0.000777751 -0.000330371 0.000890008 -3.41698e-05 0.00202156 0.000826789 0.00104713 0.0014442
internal_weight=0 2242 2155 2086 113 1905 1827 168 1659 241 181 116 1418 129
internal_count=2355 2242 2155 2086 113 1905 1827 168 1659 241 181 116 1418 129
is_linear=0
shrinkage=0.00654078


Tree=821
num_leaves=13
num_cat=0
split_feature=9 150 43 50 1446 1429 160 124 43 475 16 49
split_gain=5.73508 6.0983 7.31385 3.66562 4.00416 4.23675 18.0425 4.28777 5.68193 3.1609 2.92666 2.91919
threshold=-1.0000000180025095e-35 0.08926000000000002 -0.0084099999999999991 -0.23452499999999996 0.091180000000000011 0.084690000000000015 -0.063534999999999994 -0.0037749999999999993 -0.072864999999999985 0.062280000000000009 -0.50476999999999983 -0.052259999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 -2 5 7 -7 8 -5 10 -9 -3
right_child=1 2 -4 4 -6 6 -8 9 -10 -11 -12 -13
leaf_value=-0.0010456306443526798 0.0020038138635911349 0.0016075809914723638 -0.0014151302406690738 0.00077135203268569117 -0.0004690495755578797 -0.0027701503229789152 0.0018122584570207667 -0.00028459633509245766 0.0032598845840294956 0.0021207977885701708 0.00076584387078321495 -0.00022264111086836843
leaf_weight=66 73 58 97 68 90 52 60 91 53 53 1539 55
leaf_count=66 73 58 97 68 90 52 60 91 53 53 1539 55
internal_value=0 0.000656576 -0.000267968 0.000749994 0.000704336 0.000759485 -0.000314746 0.000826211 0.00186187 0.000751716 0.000707162 0.000716227
internal_weight=0 2289 210 2079 2006 1916 112 1804 121 1683 1630 113
internal_count=2355 2289 210 2079 2006 1916 112 1804 121 1683 1630 113
is_linear=0
shrinkage=0.00569414


Tree=822
num_leaves=14
num_cat=0
split_feature=0 31 132 403 42 480 150 11 3 4 0 0 4
split_gain=5.3673 3.91127 6.09693 4.29125 3.92174 3.55252 3.75084 6.38417 7.75788 4.92173 4.8282 3.25971 3.23919
threshold=0.13830500000000004 -0.019269999999999999 0.098600000000000007 -0.0023749999999999999 -0.14509999999999998 -0.040684999999999992 0.08926000000000002 1.0000000180025095e-35 -0.21779999999999997 0.51286500000000013 -0.096374999999999975 -0.083739999999999995 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 12 -6 7 9 -9 -7 -8 -12 -3
right_child=-2 2 3 -5 5 6 10 8 -10 -11 11 -13 -14
leaf_value=-0.00092278712880466051 -0.0011489896433585049 0.0024521413513372658 0.00077134642365965576 0.0029046554768610913 -0.00083865284239487484 0.0005219450500141764 -0.0010714666557647555 0.00031165835224878773 0.0029691933077393108 -0.0010561209157811365 0.0015383848655794187 -0.00036083256213165443 0.00055648252796260719
leaf_weight=53 57 52 57 52 61 1583 98 60 67 59 52 52 52
leaf_count=53 57 52 57 52 61 1583 98 60 67 59 52 52 52
internal_value=0 0.000517536 0.000551565 0.0017896 0.000488362 0.000436308 0.000475795 0.000554901 0.00171412 0.000465207 -0.000216688 0.000588225 0.00150486
internal_weight=0 2298 2245 109 2136 2032 1971 1769 127 1642 202 104 104
internal_count=2355 2298 2245 109 2136 2032 1971 1769 127 1642 202 104 104
is_linear=0
shrinkage=0.00536572


Tree=823
num_leaves=12
num_cat=0
split_feature=10 2 11 52 15 2 12 4 15 150 2
split_gain=3.88399 5.23191 4.27149 14.1165 5.09544 7.19296 5.78141 5.07112 4.46662 4.35555 3.37985
threshold=-0.092019999999999977 0.14363500000000004 0.078340000000000007 -0.046924999999999988 -0.23488499999999998 -0.011974999999999998 -0.029844999999999997 -0.46376499999999993 -0.4666249999999999 -0.088479999999999989 0.10161500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 -6 10 -8 -2 -9 -7
right_child=1 -3 3 -5 5 6 7 9 -10 -11 -12
leaf_value=-0.0012747644795180601 0.00046152301854711527 0.0022114554293366537 0.0011395266198741003 -0.0033093776484166017 -0.0017257927741841197 0.0033663510060586389 0.0023941295498748363 0.0023339462769279601 -0.0020715370908068655 0.00047382785552347776 0.0010722797754976819
leaf_weight=54 64 80 77 54 56 54 68 58 60 1669 61
leaf_count=54 64 80 77 54 56 54 68 58 60 1669 61
internal_value=0 0.000534993 0.000474575 -0.000693829 0.000547844 0.000630595 0.00069972 0.000606758 -0.000763577 0.00053634 0.00215012
internal_weight=0 2301 2221 131 2090 1966 1910 1795 124 1727 115
internal_count=2355 2301 2221 131 2090 1966 1910 1795 124 1727 115
is_linear=0
shrinkage=0.0066716


Tree=824
num_leaves=13
num_cat=0
split_feature=0 41 133 43 3 160 1453 4 43 13 13 4
split_gain=3.89254 4.53907 3.75866 4.86526 4.10707 15.902 4.37001 4.15977 4.72862 2.88128 2.57252 1.98065
threshold=0.13830500000000004 0.08690500000000001 -0.24166499999999999 0.094890000000000016 -0.10468499999999999 -0.054789999999999998 -0.077764999999999987 0.50113000000000019 -0.093419999999999989 0.085880000000000012 -0.021674999999999996 -0.11205499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -4 -6 8 -8 -7 -1 -11
right_child=-2 -3 3 -5 6 9 7 -9 -10 11 -12 -13
leaf_value=0.0022643807469910002 -0.0012857481051763617 0.0022049203284136465 -0.0033691767618420922 -0.0015377592520086374 0.0022241624745512824 0.0016763385449222472 0.0013275861077665294 0.0017751416301386496 0.00022858192636502324 0.000829179141656983 0.0003800625095204249 -0.00091144779232419087
leaf_weight=75 57 61 59 58 60 63 189 93 1475 54 53 58
leaf_count=75 57 61 59 58 60 63 189 93 1475 54 53 58
internal_value=0 0.000444291 0.00039625 0.000330156 0.000383013 -0.000432438 0.000488068 0.000428742 0.000353451 0.000557263 0.0014847 -7.15935e-05
internal_weight=0 2298 2237 2109 2051 234 1817 1757 1664 175 128 112
internal_count=2355 2298 2237 2109 2051 234 1817 1757 1664 175 128 112
is_linear=0
shrinkage=0.00654078


Tree=825
num_leaves=21
num_cat=0
split_feature=4 3 3 15 150 13 4 4 15 13 0 11 15 133 3 0 52 52 51 3
split_gain=411.049 132.302 64.1582 26.4879 24.7719 27.7956 22.2429 21.517 38.5828 17.3414 14.7186 21.0993 14.5441 10.5897 10.49 5.81354 5.60581 5.33575 4.55525 2.65266
threshold=0.36766000000000004 -0.06340999999999998 0.25468500000000005 -0.41606999999999994 0.089155000000000012 -0.00067499999999999993 0.036620000000000007 -0.062109999999999992 -0.040804999999999994 -0.011834999999999998 0.040035000000000008 1.0000000180025095e-35 -0.52461999999999986 0.09389500000000002 -0.10919499999999999 -0.071844999999999978 -0.11183499999999999 0.0029250000000000005 -0.015609999999999997 -0.081184999999999993
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 6 4 12 5 9 10 -7 -9 15 11 14 -2 17 -1 -3 19 -8 -18 -16
right_child=3 2 -4 -5 -6 7 13 8 -10 -11 -12 -13 -14 -15 16 -17 18 -19 -20 -21
leaf_value=0.0047051375895818849 0.0019029758824149359 0.0050098724188794427 0.0019000642129560642 0.0012410484553088774 0.003041706048732485 0.0063853237164232289 0.0048525622132653276 0.0058399903356963255 0.0032557864649112181 0.0030805126952884771 0.0048678529187706999 0.0070655045126448088 0.0033270717346159488 0.0040165551513009897 0.0055654996386105106 0.0040766238703634225 0.0062357343095717829 0.0057480464865422905 0.0057636729551758109 0.0049285496014331879
leaf_weight=53 63 76 55 97 52 70 89 76 52 59 102 65 98 54 108 68 126 60 892 53
leaf_count=53 63 76 55 97 52 70 89 76 52 59 102 65 98 54 108 68 126 60 892 53
internal_value=0 0.00528479 0.00425722 0.00219524 0.00454336 0.00473802 0.00561062 0.00535435 0.00479035 0.00413675 0.00571443 0.00578099 0.00276997 0.00489509 0.0057132 0.00456934 0.00575849 0.00521333 0.00582213 0.00535597
internal_weight=0 2110 508 258 453 401 1602 198 128 203 1399 1297 161 203 1232 144 1179 149 1018 161
internal_count=2368 2110 508 258 453 401 1602 198 128 203 1399 1297 161 203 1232 144 1179 149 1018 161
is_linear=0
shrinkage=0.00231039


Tree=826
num_leaves=24
num_cat=0
split_feature=2 160 0 39 13 13 43 4 50 0 16 0 0 0 13 43 13 4 16 133 133 52 133
split_gain=7.50972 6.50401 9.03228 6.69566 6.8631 7.04864 6.73222 5.72037 5.17582 5.18978 5.14416 6.80601 6.57935 6.01397 4.52076 4.08655 5.93218 6.2357 4.87011 4.00381 2.60338 1.97989 1.91422
threshold=0.088710000000000011 -0.42430999999999991 -0.22607999999999998 0.10076500000000001 -0.088444999999999982 -0.39067499999999994 -0.00059999999999999995 -0.15238499999999996 0.11084500000000001 -0.050864999999999994 0.21684500000000004 -0.071339999999999987 -0.036119999999999992 -0.14216999999999999 0.078685000000000019 -0.038674999999999994 -0.079299999999999995 -0.015464999999999998 -0.018199999999999997 0.0024650000000000006 -0.006304999999999999 -0.42890999999999996 0.085785000000000014
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=7 -2 -3 4 5 -4 -7 -1 9 14 12 -12 13 -6 15 16 22 -18 19 -17 -20 -13 -9
right_child=1 2 3 -5 10 6 -8 8 -10 -11 11 21 -14 -15 -16 18 17 -19 20 -21 -22 -23 -24
leaf_value=-0.0010181257928475657 0.0017851238306478248 -0.0021585420830888308 0.00067411161684724204 -0.0015721193752844037 0.0023066376808997587 -0.00018616594975320205 -0.0028618275844988265 0.00053770428680034407 -0.00059221766985434877 0.0024981306871333163 -0.0020209372136025111 0.00086411057715452162 0.0024274064661181896 0.00031023829526994668 0.0024241200201241902 0.0010477334400788895 0.00025064805788194708 -0.0020078846617223177 0.0013216402083216664 -0.00065478235069746783 0.0031452448624072443 -0.00049934511624406374 0.0016148374856529975
leaf_weight=58 73 62 79 73 58 63 64 135 78 69 55 97 73 417 58 338 149 57 54 54 52 57 95
leaf_count=58 73 62 79 73 58 63 64 135 78 69 55 97 73 417 58 338 149 57 54 54 52 57 95
internal_value=0 0.000106393 -5.15975e-06 0.000123651 0.000252263 -0.000687527 -0.00153502 0.000760656 0.00085129 0.000957468 0.000508087 -0.000266964 0.000803794 0.00055414 0.000850243 0.000752441 0.000341649 -0.000373985 0.00111197 0.000813045 0.00221682 0.000359052 0.000982877
internal_weight=0 1171 1098 1036 963 206 127 1197 1139 1061 757 209 548 475 992 934 436 206 498 392 106 154 230
internal_count=2368 1171 1098 1036 963 206 127 1197 1139 1061 757 209 548 475 992 934 436 206 498 392 106 154 230
is_linear=0
shrinkage=0.00580803


Tree=827
num_leaves=25
num_cat=0
split_feature=1 2 15 2 0 1 12 49 1 14 2 12 51 1 2 43 4 49 159 12 43 4 43 43
split_gain=690.542 107.588 79.1837 75.1976 37.0322 32.0619 31.515 25.5714 19.3361 17.8716 15.0425 11.5339 9.21899 8.85895 7.32104 8.21154 6.41055 6.17538 5.84196 4.23949 4.23583 2.98624 3.09448 2.47082
threshold=0.10892500000000001 0.14106500000000002 -0.087404999999999983 0.099675000000000014 -0.14454499999999995 0.089625000000000024 0.087045000000000025 -0.036809999999999996 0.12719000000000003 0.076175000000000007 0.12708000000000003 0.085665000000000005 0.11178000000000002 0.14262000000000002 0.087675000000000017 -0.090214999999999976 -0.0049999999999999984 0.10311000000000002 -0.014584999999999999 0.094375000000000014 -0.094699999999999993 -0.00027999999999999998 -0.038674999999999994 -1.0000000180025095e-35
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 8 5 -5 9 -7 -4 -2 12 11 -6 14 -3 15 -1 -17 19 -16 -13 -20 22 -8 -21
right_child=1 13 7 4 10 6 21 -9 -10 -11 -12 17 -14 -15 18 16 -18 -19 20 23 -22 -23 -24 -25
leaf_value=0.0056446229274755271 0.0028308084483942642 0.0011795910085490009 0.0031647708116036401 0.0032418348022918053 0.004552318065554368 0.0041863096984887209 0.0057035849546990666 0.0051421062899811307 0.0013180279070234534 0.0074063795211034393 0.0040331437272502508 0.0062946554560659902 0.0051745157365747025 -0.00015588701308103507 0.0065890891430448071 0.0063216962708313625 0.0070528291724061875 0.0048993724334715511 0.0063031816510194351 0.0059477884946137587 0.0057194426453485506 0.0053219348604175466 0.0063543311030906198 0.005285657190589846
leaf_weight=83 102 53 55 62 72 91 102 96 81 59 53 63 55 53 64 431 76 52 84 52 336 53 65 75
leaf_count=83 102 53 55 62 72 91 102 96 81 59 53 63 55 53 64 431 76 52 84 52 336 53 65 75
internal_value=0 0.00253986 0.00318348 0.00574765 0.00489442 0.00599182 0.00533083 0.00442205 0.00216135 0.00616483 0.00517353 0.00536594 0.00609993 0.000511619 0.0061473 0.00632071 0.00643134 0.00560791 0.00593585 0.00580169 0.00583625 0.00580413 0.00595702 0.00555696
internal_weight=0 440 334 1928 429 1499 311 151 183 1188 367 314 1129 106 1074 590 507 242 484 190 420 220 167 127
internal_count=2368 440 334 1928 429 1499 311 151 183 1188 367 314 1129 106 1074 590 507 242 484 190 420 220 167 127
is_linear=0
shrinkage=0.00231039


Tree=828
num_leaves=19
num_cat=0
split_feature=3 1427 16 0 13 160 14 12 12 16 151 16 3 52 158 12 3 52
split_gain=8.41074 6.80068 7.38553 12.6808 9.00438 8.55626 7.22621 6.40015 4.79502 5.3072 4.20618 4.5586 4.29634 3.83363 2.91539 2.02603 1.52419 0.76884
threshold=0.32329500000000005 0.080970000000000014 0.0086100000000000013 -0.080634999999999984 -0.081029999999999977 -0.081069999999999989 -0.10708499999999999 0.082780000000000006 0.094545000000000018 0.26538000000000006 -0.081864999999999979 -0.053214999999999991 0.099220000000000017 -0.083119999999999986 0.10394000000000002 0.11512500000000002 -0.073444999999999983 -0.43706499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 -1 10 9 -7 -8 12 -12 -9 15 -15 17 -10
right_child=-2 -3 3 5 -6 8 7 13 16 -11 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0028111314918767738 -0.0014168233029947536 0.0022677425499531261 -0.00016616643247554811 -0.001574841528328651 -0.0034418017159498406 0.0023154828052284974 0.0010598286023885044 0.001974474919554544 -7.5526055801956407e-05 0.00044858900564858609 -0.00032840402925757539 -0.0015833978856802796 0.0014465398243675587 0.00080042089623804356 -0.00044291611353223994 0.0019537510263816556 -0.00072108060470291147 0.00087699603139810677
leaf_weight=53 68 78 56 60 53 95 103 96 52 103 186 67 58 1014 59 52 57 58
leaf_count=53 68 78 56 60 53 95 103 96 52 103 186 67 58 1014 59 52 57 58
internal_value=0 0.000614898 0.00055685 -2.67037e-05 -0.00175946 0.000417555 0.000741494 0.000674368 0.000745239 0.00134463 6.23915e-05 -0.000267754 9.32597e-05 0.000881818 0.000788524 0.000856738 3.4223e-05 0.00042616
internal_weight=0 2300 2222 534 109 425 1688 1635 365 198 414 311 244 1221 1125 1066 167 110
internal_count=2368 2300 2222 534 109 425 1688 1635 365 198 414 311 244 1221 1125 1066 167 110
is_linear=0
shrinkage=0.00569414


Tree=829
num_leaves=28
num_cat=0
split_feature=4 12 13 43 43 12 4 10 16 12 4 13 13 12 157 151 51 1447 42 0 42 0 16 42 402 0 4
split_gain=755.492 204.614 114.304 95.4351 47.2957 41.6341 33.0592 28.0194 23.921 21.3409 14.1435 12.5967 12.2763 9.21644 8.3117 7.09695 7.68528 5.90586 5.74109 5.24543 5.31486 4.90208 5.49937 4.28746 3.54006 1.47021 0.811978
threshold=0.30163500000000004 0.054520000000000006 -0.28558999999999996 -0.031974999999999996 -0.088994999999999991 0.092495000000000008 -0.030434999999999993 -1.0000000180025095e-35 -0.051934999999999995 0.11769500000000001 -0.064209999999999989 -0.012064999999999998 -0.0074049999999999993 -0.080579999999999985 -0.08205999999999998 -0.085489999999999997 -0.080414999999999986 -0.083679999999999991 0.083985000000000018 -0.077584999999999987 0.086635000000000004 -0.092904999999999988 0.0055300000000000011 0.093985000000000013 0.085575000000000026 0.10396000000000001 -0.0072499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 14 -5 -2 -8 10 19 -6 13 -9 18 -16 -17 -18 -3 -7 25 -12 26 -24 -19 -21 -23
right_child=7 5 3 6 11 9 8 12 -10 -11 21 -13 -14 -15 15 16 17 24 -20 20 -22 22 23 -25 -26 -27 -28
leaf_value=0.00081877780620932068 -0.00011443786518886877 0.0064851920982192156 0.0044250554549147073 0.0059075397399957433 0.0027635968006543641 0.0057406715984515445 0.0049756561544408457 0.0016596176755221351 0.0032294474784225324 0.0037787474917900304 0.0040621230848007471 0.0013540267915006098 0.0020669773196035027 0.00046573443203153651 0.0047184007330624321 0.004714778574826683 0.0060388249280552168 0.0053787465835621832 0.0056207620742271414 0.0056505747101784111 0.0046980913344917491 0.0052949937624866246 0.0041589166445881289 0.0048965200929000814 0.0057727276840801615 0.0051581850166302155 0.0049260204174035307
leaf_weight=53 54 52 52 85 52 78 83 55 55 75 52 55 99 54 60 56 79 586 88 53 79 53 76 60 117 53 54
leaf_count=53 54 52 52 85 52 78 83 55 55 75 52 55 99 54 60 56 79 586 88 53 79 53 76 60 117 53 54
internal_value=0 0.00489614 0.00364264 0.00403437 0.00281966 0.00522244 0.00490038 0.00120191 0.00427986 0.00480747 0.0049457 0.00203926 0.00154377 0.00106835 0.00547547 0.00540272 0.00545169 0.00550443 0.00594199 0.00529221 0.00510301 0.0046367 0.00475957 0.00448449 0.00544435 0.00540459 0.00510899
internal_weight=0 2106 435 382 159 1671 223 262 138 633 558 107 208 109 1038 898 838 782 140 263 185 295 243 136 703 106 107
internal_count=2368 2106 435 382 159 1671 223 262 138 633 558 107 208 109 1038 898 838 782 140 263 185 295 243 136 703 106 107
is_linear=0
shrinkage=0.00205156


Tree=830
num_leaves=14
num_cat=0
split_feature=42 42 31 13 159 124 0 157 147 158 16 52 42
split_gain=5.94351 8.11781 8.65082 4.15903 8.91953 6.84419 5.15844 4.55767 4.65861 3.43915 3.42238 3.04198 1.86643
threshold=0.10799000000000002 0.10192000000000002 -0.051829999999999994 0.055020000000000006 0.082200000000000009 -0.085309999999999983 -0.077914999999999984 0.090460000000000013 0.086295000000000011 0.11186000000000001 -0.062394999999999992 -0.22711499999999998 0.11839500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5 8 9 -7 12 -8 -2
right_child=10 -3 3 4 -6 7 11 -9 -10 -11 -12 -13 -14
leaf_value=-0.0017793729773313842 -0.00060367254399858487 0.0035805544463255496 -0.0012581905938872427 -0.0016041765701866242 0.0026210213384718671 0.0010797936372117338 0.0015920150107695188 -0.00059266193069132346 0.0027919951757196886 0.0027295836099043898 -0.0014741787694205265 -0.00042499233333219492 0.0010507518988123945
leaf_weight=55 53 53 56 95 57 1473 61 66 84 61 71 80 78
leaf_count=55 53 53 56 95 57 1473 61 66 84 61 71 80 78
internal_value=0 0.000950029 0.000883224 0.000955292 0.000204923 0.00108161 -0.000378319 0.00115946 0.00123097 0.00114545 -0.000270805 0.000447098 0.00038085
internal_weight=0 2141 2088 2033 293 1740 236 1684 1618 1534 202 141 131
internal_count=2343 2141 2088 2033 293 1740 236 1684 1618 1534 202 141 131
is_linear=0
shrinkage=0.00680503


Tree=831
num_leaves=21
num_cat=0
split_feature=4 39 1 1 0 1 151 457 0 11 0 403 4 4 151 156 1 0 4 0
split_gain=479.343 120.214 78.0474 42.6389 40.9921 38.9388 19.3288 18.6697 18.4102 20.3847 17.7631 12.9528 19.5296 20.3427 9.65685 7.11487 5.94007 4.92299 7.45441 4.02529
threshold=0.27287000000000006 0.082470000000000016 0.13130500000000003 0.10828500000000001 -0.096594999999999986 0.093595000000000025 -0.063609999999999986 0.080930000000000016 -0.076539999999999983 0.074925000000000005 -0.069389999999999993 0.057560000000000007 -0.42305999999999994 -0.081759999999999985 -0.089594999999999994 0.081415000000000015 0.14310500000000001 -0.10120999999999998 0.0071200000000000005 -0.084044999999999995
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 6 7 -5 -3 -2 8 9 17 -7 12 15 -14 -9 -10 -4 18 -1 -19
right_child=2 5 16 4 -6 10 -8 14 11 -11 -12 -13 13 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0045711216888585388 0.0021210381670184681 0.0049200293922987432 0.0012720910783504652 0.0030798131755946042 0.0051826055339511071 0.0035581826435776187 0.0037123560548246921 0.0052515364267719106 0.0064920238190346348 0.0068663747835024285 0.0018858535848064902 0.0041738584402165246 0.0037920919960266774 0.0052365166970777888 0.0040014833377606121 0.0054393851600671771 0.0002892267088675467 0.0057403073683256547 0.0055740104983193093 0.0054681389021126407
leaf_weight=52 52 56 56 68 101 60 94 52 61 56 52 54 52 242 57 53 52 562 88 423
leaf_count=52 52 56 56 68 101 60 94 52 61 56 52 54 52 242 57 53 52 562 88 423
internal_value=0 0.00519262 0.00214803 0.0053411 0.00433664 0.00349477 0.00314574 0.00543797 0.00549368 0.00563242 0.00278194 0.00513897 0.00526665 0.00498112 0.00459804 0.00600284 0.000799067 0.00557098 0.00520167 0.00562345
internal_weight=0 2089 254 1921 169 168 146 1752 1643 1181 112 462 408 294 109 114 108 1125 140 985
internal_count=2343 2089 254 1921 169 168 146 1752 1643 1181 112 462 408 294 109 114 108 1125 140 985
is_linear=0
shrinkage=0.00209259


Tree=832
num_leaves=11
num_cat=0
split_feature=3 39 15 4 52 48 49 51 1453 15
split_gain=9.63511 6.27879 6.47926 5.3175 5.13477 4.36554 3.76248 4.92022 3.63303 2.22579
threshold=0.32329500000000005 0.087735000000000021 -0.42759999999999992 0.36766000000000004 -0.085009999999999988 0.11077000000000002 0.12314000000000001 -0.41904999999999998 -0.044999999999999991 -0.13800499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 6 7 -4 -9 -6
right_child=-2 4 3 -5 9 -7 -8 8 -10 -11
leaf_value=0.0032714632741647847 -0.001846717986826714 0.0015714178642976309 0.0030427804890494859 -0.00064754537102407867 -0.0017725689994302096 0.0027500897698005326 -0.00058553280701657861 -0.00029922538460052403 0.0010856799336135625 -8.3967977914975212e-05
leaf_weight=56 53 52 53 79 61 65 60 85 1705 74
leaf_count=56 53 52 53 79 61 65 60 85 1705 74
internal_value=0 0.000973751 0.00107589 0.00101579 -0.000174474 0.00108259 0.0010256 0.00107809 0.00101988 -0.000847483
internal_weight=0 2290 2103 2047 187 1968 1903 1843 1790 135
internal_count=2343 2290 2103 2047 187 1968 1903 1843 1790 135
is_linear=0
shrinkage=0.00654078


Tree=833
num_leaves=25
num_cat=0
split_feature=12 0 123 0 12 4 4 16 1429 484 43 0 4 4 49 394 12 403 403 12 16 43 0 43
split_gain=5.03238 10.0029 19.2916 11.9324 2.66976 12.3462 7.91216 6.9556 4.69525 4.34935 6.90488 5.26934 7.71505 5.96953 4.91264 4.75597 3.02811 2.50854 3.42798 2.62047 4.43083 2.06965 1.39513 1.20513
threshold=-0.077034999999999978 -0.088634999999999992 0.084880000000000025 -0.14454499999999995 0.093175000000000022 -0.17689999999999997 -0.1075 0.23451000000000002 0.085090000000000013 -0.070034999999999986 -0.025079999999999995 -0.085669999999999982 -0.085994999999999988 -0.086969999999999978 -0.047749999999999994 -1.0000000180025095e-35 0.11999500000000002 -0.084674999999999986 -0.42166999999999993 0.10771500000000002 -0.066704999999999987 -0.053084999999999993 -0.089704999999999993 0.0047850000000000011
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 3 -3 -1 5 7 -6 -2 9 10 22 12 -11 -13 -14 -15 17 18 -8 20 23 -22 -7 -19
right_child=4 2 -4 -5 6 8 16 -9 -10 11 -12 13 14 15 -16 -17 -18 19 -20 -21 21 -23 -24 -25
leaf_value=-0.00092616043308656182 0.0038824677319212152 -0.0032917633390083779 0.0011165349993710143 0.0023495011864301855 -0.0012077966624882055 0.0012336614309588726 0.00025330595911637909 0.0012061841434624354 0.0019860210600002354 0.0030517193397532438 -0.0016074138776986304 -0.0012535751904898652 -0.00012130459046711257 -0.00096865294623036497 0.0011719413192935778 0.00075398061751321842 0.0015762458472365062 0.00081853517722553515 0.0021848476718093952 -0.00056842634608821301 0.0003451630889997132 -0.00093012057433479835 8.4813867013488418e-05 0.0019148908554727279
leaf_weight=57 56 62 53 73 76 54 54 56 76 53 62 59 107 52 402 408 84 64 52 84 124 52 70 53
leaf_count=57 56 62 53 73 76 54 54 56 76 53 62 59 107 52 402 408 84 64 52 84 124 52 70 53
internal_value=0 -0.000106666 -0.00125961 0.000912809 0.000705806 0.000833089 0.000417697 0.00254484 0.000690294 0.000612526 -0.00014511 0.00074294 0.00110299 0.000352945 0.000899968 0.000559124 0.000635677 0.000471981 0.0012014 0.000266742 0.000506371 -3.12998e-05 0.00058558 0.00131566
internal_weight=0 245 115 130 2098 1455 643 112 1343 1267 186 1081 562 519 509 460 567 483 106 377 293 176 124 117
internal_count=2343 245 115 130 2098 1455 643 112 1343 1267 186 1081 562 519 509 460 567 483 106 377 293 176 124 117
is_linear=0
shrinkage=0.00536572


Tree=834
num_leaves=21
num_cat=0
split_feature=4 2 12 2 159 133 3 12 4 51 12 3 158 12 12 4 2 157 157 13
split_gain=407.335 90.9009 67.6275 52.1588 47.646 28.3033 18.5174 11.9678 20.095 13.5023 10.1812 8.38861 7.54753 10.1516 5.0562 6.84617 4.50997 4.41657 8.88641 3.12629
threshold=0.27287000000000006 0.10836000000000003 -0.077034999999999978 0.13538500000000001 0.082200000000000009 0.084675000000000014 -0.049204999999999992 0.092495000000000008 -0.50215999999999983 0.081440000000000026 0.083935000000000023 -0.066704999999999987 1.0000000180025095e-35 0.10823500000000001 0.093595000000000025 -0.081289999999999987 0.10731 -0.085709999999999995 -0.080544999999999992 -0.016289999999999995
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 2 5 11 6 -1 19 8 -4 17 -11 -2 13 14 -9 -16 -13 -10 -19 -3
right_child=3 4 7 -5 -6 -7 -8 12 9 10 -12 16 -14 -15 15 -17 -18 18 -20 -21
leaf_value=0.0051653328157711415 0.0037881076148506047 0.0057426007420514442 0.0075923298523722996 0.00052314227439737948 0.0024960667406802427 0.0026096950269581315 0.0039369302692152108 0.0050077424793648993 0.0066375752952387273 0.0044479755189941053 0.005858187482144327 0.0020419643525211384 0.0065356779643977701 0.0046568085330242715 0.0066165198368416988 0.005629695693216254 0.0030616413602525677 0.0050754274341675712 0.0061370595467664822 0.0050331049666270458
leaf_weight=58 57 81 56 83 70 55 89 59 101 57 81 53 52 76 58 224 61 55 834 83
leaf_count=58 57 81 56 83 70 55 89 59 101 57 81 53 52 76 58 224 61 55 834 83
internal_value=0 0.00560396 0.00583157 0.00218271 0.00435942 0.00392168 0.00487486 0.00596212 0.00609899 0.00602483 0.00527591 0.00298808 0.00561652 0.00550184 0.00569009 0.00583276 0.00258782 0.0061292 0.00607141 0.00538369
internal_weight=0 2089 1766 254 323 113 253 1653 1184 1128 138 171 469 417 341 282 114 990 889 164
internal_count=2343 2089 1766 254 323 113 253 1653 1184 1128 138 171 469 417 341 282 114 990 889 164
is_linear=0
shrinkage=0.00255085


Tree=835
num_leaves=25
num_cat=0
split_feature=1 1 12 12 1 12 4 2 49 43 4 1 4 49 0 43 0 43 2 4 51 4 160 4
split_gain=879.283 123.609 96.7347 89.1686 51.6649 41.3634 32.1592 28.2269 27.5089 23.1896 22.7413 14.041 15.8788 13.7926 10.9497 23.708 9.38018 6.16574 5.95046 4.5834 3.51238 2.96964 2.04565 2.02914
threshold=0.10732500000000002 0.13075500000000004 0.054520000000000006 0.088105000000000003 0.092485000000000026 0.091475000000000015 0.046720000000000005 0.14271500000000001 -0.043469999999999995 -0.049364999999999992 0.053455000000000009 0.090150000000000022 -0.095209999999999975 0.0065400000000000015 -0.066849999999999979 -0.045129999999999997 -0.10264999999999998 0.079170000000000018 0.088850000000000012 -0.082084999999999977 -1.0000000180025095e-35 -0.013929999999999998 -0.085194999999999979 0.0034000000000000007
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 9 13 11 -5 -3 -6 -2 14 12 -4 16 19 -16 -1 18 22 -7 -21 -22 -14 -20
right_child=1 7 5 6 8 10 -8 -9 -10 -11 -12 -13 17 -15 15 -17 -18 -19 23 20 21 -23 -24 -25
leaf_value=0.004888646487514095 0.0019701762818675138 0.0023569815947271757 0.0078226058757266178 0.0065161457400105521 0.0032109112283209089 0.0069020021156068539 0.0042196687906536487 0.00066718072527252798 0.0050688639357584766 0.0035519244060891889 0.0050960457576517005 0.0058142553646824439 0.0065360322037304524 0.0068476248399685332 0.0045877991797931431 0.0063303549994808321 0.0061113703521076881 0.007369047099812889 0.0064769372952603295 0.0067637988851177756 0.0063107130914150256 0.005803824671806619 0.0068327385753635993 0.0059832409857939169
leaf_weight=52 68 99 61 53 64 63 54 77 77 101 97 70 137 52 53 97 59 59 119 56 206 69 453 55
leaf_count=52 68 99 61 53 64 63 54 77 77 101 97 70 137 52 53 97 59 59 119 56 206 69 453 55
internal_value=0 0.00298841 0.00623596 0.00386232 0.00515377 0.00644221 0.00535739 0.00161782 0.0042257 0.00291561 0.00603076 0.00671864 0.00679023 0.00595645 0.00619739 0.0057148 0.00553876 0.00671369 0.00666305 0.00638106 0.00628184 0.00618361 0.00676388 0.00632101
internal_weight=0 452 1899 276 304 1595 107 176 141 169 641 954 884 163 544 150 111 823 764 394 331 275 590 174
internal_count=2351 452 1899 276 304 1595 107 176 141 169 641 954 884 163 544 150 111 823 764 394 331 275 590 174
is_linear=0
shrinkage=0.00209259


Tree=836
num_leaves=12
num_cat=0
split_feature=3 147 124 2 3 4 159 52 3 4 52
split_gain=7.63073 5.37953 4.28163 3.88296 3.47292 3.70192 2.66362 4.14895 2.55897 2.18217 0.709673
threshold=0.25468500000000005 0.087210000000000024 -0.087104999999999988 -0.00097499999999999985 0.102425 0.24099500000000004 -0.23547999999999997 0.10744000000000002 -0.080804999999999974 0.13072500000000004 0.51524500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 10 -8 -7 -2 -5
right_child=9 -3 3 4 -6 8 7 -9 -10 -11 -12
leaf_value=-0.00032668066778902117 -0.0013669351352631261 -0.00025727991688473303 0.0023277733233085362 0.0015808013821502552 0.0022214343535372884 0.00097320759782007266 0.0011947388904645982 0.00030142181366001221 -0.00063257450756047911 0.00030699405874545663 0.0024714910125198312
leaf_weight=65 52 97 96 70 94 65 1436 200 69 53 54
leaf_count=65 52 97 96 70 94 65 1436 200 69 53 54
internal_value=0 0.00108011 0.00114051 0.0011863 0.00113115 0.001077 0.00114786 0.00108557 0.000145887 -0.000521409 0.00196918
internal_weight=0 2246 2149 2084 1988 1894 1760 1636 134 105 124
internal_count=2351 2246 2149 2084 1988 1894 1760 1636 134 105 124
is_linear=0
shrinkage=0.00580803


Tree=837
num_leaves=29
num_cat=0
split_feature=12 2 13 12 15 2 16 13 13 16 16 2 11 15 2 43 42 15 43 12 2 13 13 42 42 1456 15 13
split_gain=727.989 173.451 113.39 65.4951 44.749 35.6305 36.1722 34.5294 55.1134 23.5474 22.466 18.6351 29.8541 12.4963 10.6802 8.66595 8.17382 7.7171 7.57027 6.98286 6.05497 4.8327 4.76853 2.1833 1.93821 1.89751 1.30784 0.754772
threshold=0.054520000000000006 0.13538500000000001 -0.004004999999999999 0.093175000000000022 -0.25061999999999995 0.10859000000000001 -0.034884999999999992 -0.28558999999999996 -0.014114999999999997 -0.034109999999999994 -0.24235499999999996 0.10188000000000001 1.0000000180025095e-35 -0.032264999999999995 0.089045000000000013 -0.010504999999999999 0.089905000000000013 -0.079109999999999986 -0.052219999999999996 0.089765000000000025 0.095195000000000016 -0.061199999999999991 -0.054464999999999993 0.11457500000000002 -0.011764999999999999 0.056325000000000007 -0.058234999999999988 -0.010094999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 16 6 -4 -6 -9 -7 -5 12 14 17 19 26 -1 18 -12 25 23 -19 -22 27 -21 -2 -16 -15
right_child=1 -3 5 10 7 9 -8 8 -10 -11 13 -13 -14 20 15 -17 -18 21 -20 24 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.010857254495315516 0.016346185762213212 0.012363367944597404 0.01374579571439318 0.01416446984523609 0.011749885944979652 0.014106265999335376 0.015480381754567145 0.014530534864245364 0.011964975326194567 0.01230144599559491 0.01606654088354343 0.01523452265137855 0.017630828645522286 0.016366316910407359 0.015767203903816262 0.015086607987656198 0.011965950584700199 0.015231687107238373 0.015033457057383586 0.016191252500934131 0.014984115747899556 0.014401075464893205 0.015754440299232498 0.015671902151548855 0.015705791240087835 0.016671609560654339 0.016174756887540272 0.016019182287446847
leaf_weight=53 530 55 87 53 60 62 102 85 53 52 54 72 60 52 54 52 52 53 59 59 53 60 83 54 85 89 97 71
leaf_count=53 530 55 87 53 60 62 102 85 53 52 54 72 60 52 54 52 52 53 59 59 53 60 83 54 85 89 97 71
internal_value=0 0.0158113 0.0133023 0.0159234 0.0124488 0.0141558 0.014682 0.0130014 0.0135454 0.0132832 0.0153941 0.0162088 0.0162772 0.0155149 0.0161931 0.0157878 0.0114065 0.0151592 0.0155273 0.0163009 0.0157717 0.0147908 0.0154544 0.0160155 0.0159048 0.016393 0.0160291 0.0161661
internal_weight=0 1745 606 1690 303 303 189 198 138 114 592 1098 1026 539 966 203 105 226 113 763 313 113 136 177 144 619 151 123
internal_count=2351 1745 606 1690 303 303 189 198 138 114 592 1098 1026 539 966 203 105 226 113 763 313 113 136 177 144 619 151 123
is_linear=0
shrinkage=0.00197189


Tree=838
num_leaves=10
num_cat=0
split_feature=96 402 402 10 43 1443 1453 1420 394
split_gain=4.5428 4.5484 6.39459 4.65583 4.40236 4.47552 4.92836 4.13754 3.33665
threshold=0.083595000000000017 0.095250000000000015 0.113945 -0.088499999999999981 -0.46848499999999998 0.084655000000000022 -0.057274999999999993 -0.072689999999999991 -0.084244999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 -8 -9
right_child=-2 2 -4 4 5 -7 7 8 -10
leaf_value=-0.00014273032364370828 -4.1855783391419536e-05 0.0038720893524408976 0.0015243429577163766 2.5205471266579536e-05 0.00013968962407367666 0.00345857325632747 0.0032630660792308912 0.0028676238101268486 0.0016084483148810656
leaf_weight=56 59 84 93 61 78 54 64 84 1718
leaf_count=56 59 84 93 61 78 54 64 84 1718
internal_value=0 0.0016892 0.0026389 0.00160969 0.00165739 0.00170718 0.0016585 0.00172195 0.00166718
internal_weight=0 2292 177 2115 2059 1998 1944 1866 1802
internal_count=2351 2292 177 2115 2059 1998 1944 1866 1802
is_linear=0
shrinkage=0.00616352


Tree=839
num_leaves=17
num_cat=0
split_feature=3 148 43 13 481 4 16 4 123 159 15 3 4 12 4 2
split_gain=6.56183 4.59594 7.22333 3.23862 2.72962 3.14167 5.84672 5.78262 5.47241 5.37899 7.48046 4.7522 12.852 4.68124 4.23287 2.31364
threshold=0.25468500000000005 -1.0000000180025095e-35 -0.069434999999999983 -0.46134499999999995 0.056315000000000004 0.043850000000000007 -0.44010499999999991 0.012315000000000001 0.084880000000000025 0.083310000000000009 -0.40312499999999996 -0.026769999999999999 -0.064209999999999989 0.081810000000000008 0.066275000000000014 0.11543000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 7 15 8 11 10 -8 13 -13 -3 -12 -7
right_child=3 4 -4 -5 -6 6 9 -9 -10 -11 14 12 -14 -15 -16 -17
leaf_value=0.0020547308421928058 0.0010321671343840426 0.0036628831510427391 -0.0014205163895203887 -0.0013580265901523795 0.0031431410356464679 0.002856443754196439 -0.0021994879068383995 0.0039499950050193855 0.0037935935089167755 0.0020623293272562801 -0.00052814685691939672 0.0026175961302131686 -0.0013410634019913115 0.0016524360697175748 0.0016397797302257933 0.0010824511454996433
leaf_weight=53 53 56 58 52 56 96 53 54 55 83 72 70 83 1305 99 53
leaf_count=53 53 56 58 52 56 96 53 54 55 83 72 70 83 1305 99 53
internal_value=0 0.001589 0.000238181 -0.000150856 0.00165919 0.00161918 0.00111968 0.00175948 0.00168405 0.000582539 3.38994e-05 0.00160736 0.000469613 0.00173521 0.000726544 0.00222591
internal_weight=0 2246 111 105 2135 2079 456 1623 1569 307 224 1514 153 1361 171 149
internal_count=2351 2246 111 105 2135 2079 456 1623 1569 307 224 1514 153 1361 171 149
is_linear=0
shrinkage=0.00680503


Tree=840
num_leaves=15
num_cat=0
split_feature=15 150 13 4 13 43 1455 43 4 43 15 11 151 4
split_gain=12.2992 5.74731 8.75607 7.07175 6.93986 5.89512 4.78739 4.16559 11.0591 7.22416 5.95858 5.54737 5.72044 4.49862
threshold=-0.50083499999999992 0.089155000000000012 -0.15714499999999998 0.029980000000000003 -0.086304999999999979 -0.079854999999999995 0.090900000000000022 -0.077604999999999993 -0.15618499999999999 -0.23596999999999999 -0.14820999999999998 0.080455000000000013 -0.084304999999999977 -0.15805499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 7 8 -4 -10 -11 12 -9 -14
right_child=1 4 6 -5 5 -7 -8 11 9 10 -12 -13 13 -15
leaf_value=-0.0018150622274092881 0.0015522730763168468 -0.001607902460800157 -0.0020825371565290195 0.0049864924400257454 0.0023382256740855328 -0.00019902082808538114 0.0028697218918609605 -0.00075644762751025886 0.0027352932379995612 -0.001273665126567122 0.001042694853599385 0.0031921273232395227 0.0031318647314040383 0.0013904645149968712
leaf_weight=56 52 60 52 55 80 83 89 52 103 55 486 83 71 958
leaf_count=56 52 60 52 55 80 83 89 52 103 55 486 83 71 958
internal_value=0 0.00134921 0.00145956 0.00331819 0.000331492 0.00104582 0.00135748 0.00128508 0.000876538 0.00111558 0.000807074 0.0015293 0.00140157 0.00151069
internal_weight=0 2279 2056 107 223 163 1949 1860 696 644 541 1164 1081 1029
internal_count=2335 2279 2056 107 223 163 1949 1860 696 644 541 1164 1081 1029
is_linear=0
shrinkage=0.0066716


Tree=841
num_leaves=10
num_cat=0
split_feature=15 12 48 12 12 457 1 151 4
split_gain=8.50853 5.51996 5.03442 4.04276 7.65295 4.31018 17.7616 3.23798 3.81282
threshold=-0.50083499999999992 -0.10853999999999998 0.12118000000000002 -0.086449999999999985 -0.036614999999999988 0.080930000000000016 0.085720000000000005 0.059255000000000009 0.40124500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 8 -6
right_child=1 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.0013404867859455553 0.0027122054705623669 -0.00018598129151099375 -0.00051168239759884606 0.0028423074515426311 0.001072322408361197 0.0018485001921061356 -0.0023876242878746179 0.0025188536120887756 -0.00037827445762090244
leaf_weight=56 64 96 80 81 1699 79 62 52 66
leaf_count=56 64 96 80 81 1699 79 62 52 66
internal_value=0 0.000996449 0.000946846 0.00100153 0.00105747 0.0009836 -1.37443e-05 0.00106103 0.00101804
internal_weight=0 2279 2215 2135 2039 1958 141 1817 1765
internal_count=2335 2279 2215 2135 2039 1958 141 1817 1765
is_linear=0
shrinkage=0.00592419


Tree=842
num_leaves=19
num_cat=0
split_feature=2 2 2 3 150 3 14 3 2 3 43 2 48 3 3 3 482 2
split_gain=331.401 207.149 52.8628 41.6514 37.9183 29.5752 22.9933 20.7798 14.8687 12.0554 7.68869 8.30059 7.61695 6.88579 5.06437 4.52558 4.36414 1.10809
threshold=0.11366500000000002 -1.0000000180025095e-35 0.095935000000000006 -0.052614999999999995 0.081245000000000026 -0.008649999999999998 0.076975000000000002 -0.10175499999999998 0.14271500000000001 -0.13795999999999997 -0.049364999999999992 0.10124000000000001 0.082225000000000006 0.088465000000000002 -0.11756999999999999 -0.044759999999999994 0.089745000000000005 0.10136500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 7 9 -1 13 -2 12 -4 11 -11 -5 14 -3 16 -16 -12
right_child=3 2 4 8 -6 -7 -8 -9 -10 10 17 -13 -14 -15 15 -17 -18 -19
leaf_value=0.0036724102340443569 0.0031380922322169461 0.0051062937801077202 0.0059593000830991177 0.00264453701610599 0.0032506764941298573 0.0016815140851164619 0.0070798483103180964 0.0047772044850405712 0.0019640742441387332 0.0052503673901718763 0.0050567561473783698 0.0041519290022741318 0.0037068357209186875 0.0050071376977128788 0.0057770004205861085 0.0063123910622962598 0.0051867881640184224 0.0054423702559840432
leaf_weight=92 62 54 69 76 55 54 59 82 96 52 58 80 52 60 1112 69 61 92
leaf_count=92 62 54 69 76 55 54 59 82 96 52 58 80 52 60 1112 69 61 92
internal_value=0 0.00538279 0.00557894 0.00317575 0.00489965 0.00293621 0.00577383 0.00407163 0.00259972 0.00515797 0.00496181 0.00458482 0.00307627 0.00571699 0.00574983 0.00577779 0.00574633 0.00529342
internal_weight=0 1967 1821 368 406 146 1415 144 224 351 282 132 128 1356 1296 1242 1173 150
internal_count=2335 1967 1821 368 406 146 1415 144 224 351 282 132 128 1356 1296 1242 1173 150
is_linear=0
shrinkage=0.00213444


Tree=843
num_leaves=13
num_cat=0
split_feature=10 160 160 160 123 4 12 4 12 4 48 14
split_gain=6.27794 4.07633 8.22483 6.01088 7.88015 9.81382 5.57474 5.22783 4.9484 4.51006 4.25017 7.56204
threshold=0.046740000000000011 0.11205000000000002 0.38291500000000006 1.0000000180025095e-35 0.081990000000000021 0.41257000000000005 0.12106500000000002 -0.014854999999999998 -0.036614999999999988 0.0017200000000000002 -0.065224999999999991 0.018475000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 8 -5 -1 -9 -10 -12
right_child=-2 2 -4 7 5 -7 -8 9 10 -11 11 -13
leaf_value=0.0031813139996518091 -0.0012932191457147972 -0.0021525326960208225 0.0017795840801142846 0.0037214756915836364 -0.0024490270326885059 0.001801523818015022 -0.00070852965000267772 0.00043256872051814681 0.0031262998301466007 0.0028414861229732568 0.0013609668798087902 -0.0012842714686786562
leaf_weight=83 52 54 62 101 68 52 69 87 69 82 1495 61
leaf_count=83 52 54 62 101 68 52 69 87 69 82 1495 61
internal_value=0 0.00129442 -5.02062e-05 0.00136644 0.00121999 -0.000606466 0.00134338 0.00239504 0.00142632 0.00160186 0.00133663 0.00125721
internal_weight=0 2283 116 2167 1897 120 1777 270 1708 169 1625 1556
internal_count=2335 2283 116 2167 1897 120 1777 270 1708 169 1625 1556
is_linear=0
shrinkage=0.00736598


Tree=844
num_leaves=15
num_cat=0
split_feature=10 1452 2 131 1 393 52 52 133 39 16 133 1 16
split_gain=4.34328 4.28669 4.59092 8.34658 7.18548 5.49733 4.76213 6.74538 3.89296 8.66252 3.7755 3.14127 2.27294 4.08942
threshold=0.046740000000000011 0.087295000000000011 0.08647500000000001 0.089255000000000015 0.13554500000000003 0.086030000000000009 0.49868000000000007 0.26959000000000005 0.087035000000000015 1.0000000180025095e-35 -0.14839499999999997 0.11259500000000001 0.10254500000000001 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 -4 9 10 -1 -10 13 -12
right_child=-2 -3 3 -5 -6 -7 -8 -9 11 -11 12 -13 -14 -15
leaf_value=0.0027943757770282139 -0.00095508742927036543 0.0023804261874530103 0.00075582203498523678 0.002472640621170411 -0.0015589878214241298 -0.0014282477603550108 0.0025361430984297555 -0.0015030683064236184 -0.00083482102726800493 0.0040199846455128471 0.00098568503753097207 0.0010475352171931207 -0.00019553109231235834 0.0025262260336671566
leaf_weight=63 52 87 980 100 68 53 59 60 60 53 457 103 52 88
leaf_count=63 52 87 980 100 68 53 59 60 60 53 457 103 52 88
internal_value=0 0.000955991 0.000899526 0.000655788 0.000506808 0.000628808 0.000728075 0.000625434 0.00126672 0.00147524 0.00127078 0.000354215 0.00110988 0.00123456
internal_weight=0 2283 2196 1320 1220 1152 1099 1040 876 713 660 163 597 545
internal_count=2335 2283 2196 1320 1220 1152 1099 1040 876 713 660 163 597 545
is_linear=0
shrinkage=0.00654078


Tree=845
num_leaves=20
num_cat=0
split_feature=3 9 2 2 2 2 2 0 41 11 0 2 3 52 483 51 3 0 52
split_gain=243.671 82.85 101.719 46.8652 31.9611 30.5138 25.3638 23.1043 14.5837 25.8571 18.4959 14.1926 10.8413 6.71304 4.4766 3.83941 5.92066 3.14216 1.43958
threshold=-0.058704999999999993 -1.0000000180025095e-35 0.10656 0.12454500000000002 0.14721500000000001 0.064660000000000009 0.093200000000000019 -0.081444999999999976 0.081560000000000007 1.0000000180025095e-35 -0.077914999999999984 0.10222000000000002 -0.083654999999999993 -0.012574999999999998 -1.0000000180025095e-35 -0.089214999999999989 -0.090854999999999977 -0.10417499999999999 -0.067799999999999985
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 5 8 7 -3 -7 13 9 11 -11 14 -13 -4 18 -16 -17 -8 -1
right_child=1 2 4 -5 -6 6 17 -9 -10 10 -12 12 -14 -15 15 16 -18 -19 -20
leaf_value=0.0051147773833170882 0.0010743500368897106 0.0033572830067654324 0.0019725974325644257 0.0028215003151447673 0.001515758343088899 0.0057408586083252276 0.0038420830651043859 0.0041531895114206392 0.0037961581049853949 0.0068817156498788183 0.0052482285663649954 0.0034444820402444185 0.0046690827210947661 0.0029768516314210361 0.0044372682474968983 0.0052689417478112583 0.0048633795352549455 0.0045563288221249212 0.0056290247881799092
leaf_weight=53 71 86 52 52 85 94 55 67 53 52 90 53 98 81 78 212 912 64 54
leaf_count=53 71 86 52 52 85 94 55 67 53 52 90 53 98 81 78 212 912 64 54
internal_value=0 0.0032955 0.0035655 0.00485767 0.00263464 0.0044527 0.00489487 0.00311005 0.00492163 0.00495885 0.00584657 0.00487249 0.00423941 0.00258439 0.00494551 0.0049073 0.00493989 0.00422641 0.00537452
internal_weight=0 655 584 1707 285 299 213 200 1655 1602 142 1460 151 133 1309 1202 1124 119 107
internal_count=2362 655 584 1707 285 299 213 200 1655 1602 142 1460 151 133 1309 1202 1124 119 107
is_linear=0
shrinkage=0.00217713


Tree=846
num_leaves=26
num_cat=0
split_feature=1 3 1 2 2 47 14 1 12 3 3 3 12 16 12 40 133 49 49 48 1 2 12 16 16
split_gain=501.413 111.823 66.9213 51.6554 43.3896 39.3727 34.7945 26.9173 30.2558 18.3021 12.2176 11.0591 12.6919 11.6501 9.56182 7.53824 6.79398 6.45865 6.13466 5.47354 5.12362 4.69488 3.51135 2.29685 1.90082
threshold=0.10491000000000002 -0.055389999999999988 0.14699000000000004 0.099675000000000014 0.11444000000000001 0.10019500000000002 0.062655000000000016 0.090540000000000023 0.088395000000000015 0.045635000000000002 -0.064294999999999977 0.086245000000000016 0.087805000000000008 -1.0000000180025095e-35 0.09112000000000002 -0.078554999999999986 0.08622500000000001 -0.008964999999999999 0.083250000000000005 0.086330000000000018 0.11453000000000001 0.096015000000000017 0.095780000000000018 0.25155500000000003 -0.038799999999999994
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 4 5 6 20 9 7 11 -9 15 14 12 13 17 -5 -3 -15 -1 -12 21 -2 -14 -16 -24 -10
right_child=1 2 -4 10 -6 -7 -8 8 24 -11 18 -13 19 16 22 -17 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.0048091283831603864 0.005053708086342837 0.0022121691651954536 0.00042450669164001463 0.0039489560722621416 0.0027154203603083887 0.0040603599026235448 0.006543863764708213 0.0035282216072472059 0.0048044090189054683 0.0028612104655878177 0.0036191373607428151 0.0043689156925461811 0.0051700022984353215 0.0064547220215904052 0.0052513085945704221 0.0012515329155076979 0.0055135072533135238 0.005393246129116098 0.0043778055893132052 0.0045319216004409101 0.0042971498592857755 0.0045826593124396273 0.0049350962344678019 0.0043989105874845278 0.005224469933804171
leaf_weight=78 64 62 57 52 56 54 59 74 103 101 83 53 400 53 55 52 54 428 67 68 61 54 58 55 61
leaf_count=78 64 62 57 52 56 54 59 74 103 101 83 53 400 53 55 52 54 428 67 68 61 54 58 55 61
internal_value=0 0.00290422 0.00225384 0.00498951 0.00407551 0.0026414 0.00514436 0.00508645 0.00451544 0.00228491 0.00436796 0.00520082 0.00523965 0.00542139 0.00464729 0.00177416 0.0059799 0.00530324 0.00395814 0.0050262 0.00468467 0.00510019 0.00486332 0.0046743 0.00496077
internal_weight=0 507 326 1855 181 269 1485 1426 238 215 370 1188 1135 613 220 114 107 506 150 522 125 454 168 113 164
internal_count=2362 507 326 1855 181 269 1485 1426 238 215 370 1188 1135 613 220 114 107 506 150 522 125 454 168 113 164
is_linear=0
shrinkage=0.00185816


Tree=847
num_leaves=23
num_cat=0
split_feature=2 14 3 159 0 11 14 160 0 159 13 3 3 123 51 3 51 0 2 13 2 13
split_gain=8.3623 7.54536 6.7102 5.20619 7.03387 7.91923 4.29366 4.10945 7.63301 4.4013 7.3633 3.85519 4.3005 4.69002 3.945 3.19929 6.51524 3.21068 2.9467 2.67041 4.26745 1.51416
threshold=0.10060500000000001 0.076175000000000007 0.10323000000000002 0.11178 -0.00077999999999999999 0.082245000000000013 -0.072219999999999993 -0.08538999999999998 -0.13513499999999998 -0.032739999999999991 -0.076494999999999994 0.13772500000000001 -0.087854999999999975 0.084995000000000015 -0.069704999999999989 -0.090854999999999977 -0.085574999999999984 -0.066044999999999979 0.087365000000000012 0.060910000000000013 0.082885000000000014 -0.085409999999999986
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 2 7 4 6 -6 -2 9 -9 18 21 12 -8 14 -14 19 -17 -18 -1 20 -10 -11
right_child=3 -3 -4 -5 5 -7 11 8 15 10 -12 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23
leaf_value=0.00072504137683564759 0.0020988745241748031 0.0031989947459306325 -0.00073887895016353932 0.0021729258329556923 -0.0021794479269489236 0.00076333063700065361 -0.00069683701442863706 0.0032534095172973287 0.0035937005381419004 0.0015794934560680416 -0.0014817007766870865 -0.00079480952372370237 4.9049326439743412e-05 -0.0005374126738165165 0.0016787043881821002 0.0025602942553711598 0.0011155858999913131 -0.00018256546745469744 0.0025105852154281927 0.0011167060966474805 0.0016605304144219155 0.00037698041282859164
leaf_weight=62 59 62 53 56 63 52 57 67 54 58 58 62 61 53 193 95 808 64 54 91 105 75
leaf_count=62 59 62 53 56 63 52 57 67 54 58 58 62 61 53 193 95 808 64 54 91 105 75
internal_value=0 0.00128664 0.00121449 0.000544827 0.000392772 -0.000848282 0.000687165 0.0012796 0.00141837 0.000698987 0.000177725 0.000491507 0.000710769 0.00097231 0.00128757 0.0013173 0.0011716 0.00102024 0.00155676 0.00188062 0.00231745 0.000901833
internal_weight=0 1706 1644 656 600 115 485 1591 1284 307 191 426 364 307 254 1217 967 872 116 250 159 133
internal_count=2362 1706 1644 656 600 115 485 1591 1284 307 191 426 364 307 254 1217 967 872 116 250 159 133
is_linear=0
shrinkage=0.00558249


Tree=848
num_leaves=22
num_cat=0
split_feature=2 9 12 2 47 12 2 2 11 49 457 2 42 3 49 52 42 43 1447 43 2
split_gain=245.338 128.007 60.1258 32.9063 29.7659 22.3539 22.2731 29.8676 20.4376 17.49 13.2123 15.2138 12.6985 9.39309 5.70342 5.01066 3.27541 4.31664 2.78129 2.74445 2.54509
threshold=0.12051500000000002 -1.0000000180025095e-35 0.077755000000000005 0.16730000000000003 0.077555000000000013 0.093270000000000006 0.064660000000000009 0.093365000000000017 1.0000000180025095e-35 1.0000000180025095e-35 0.060310000000000009 0.10672500000000001 0.091145000000000018 -0.154195 -0.008964999999999999 -0.25180499999999995 -0.079234999999999986 0.0047850000000000011 -0.086059999999999984 0.0054600000000000004 0.088375000000000023
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 -1 4 9 6 8 -3 -8 14 12 11 -9 -2 -7 20 -15 -17 -18 -16 -20 -4
right_child=3 2 5 -5 -6 13 7 10 -10 -11 -12 -13 -14 15 18 16 17 -19 19 -21 -22
leaf_value=0.0017498541967381443 0.0016879132286156773 0.0025055289656921134 0.0051611669064069287 0.00079272656538570548 0.0055309876576655039 0.0039769927445168071 0.0054500547870930081 0.0048447433520069291 0.0065680576856014458 0.0037816158616343258 0.0026531031345742983 0.0032832130364833416 0.0032219782667675533 0.0042879100869809483 0.0058953956207779198 0.0054147752023968425 0.0046842203391568487 0.0052381976038875355 0.0054082613862904017 0.005015143624275911 0.0045330830897086678
leaf_weight=69 71 55 83 53 74 65 72 68 78 75 52 71 52 59 57 94 192 134 706 117 65
leaf_count=69 71 55 83 53 74 65 72 68 78 75 52 71 52 59 57 94 192 134 706 117 65
internal_value=0 0.00490731 0.00501399 0.00244261 0.00418403 0.00521115 0.00387051 0.00415586 0.00540371 0.00288412 0.00366787 0.00404731 0.00233667 0.00481961 0.00531534 0.0049339 0.00502459 0.00491201 0.0053876 0.00535241 0.00488549
internal_weight=0 2111 2042 251 392 1650 318 263 1106 198 191 139 123 544 1028 479 420 326 880 823 148
internal_count=2362 2111 2042 251 392 1650 318 263 1106 198 191 139 123 544 1028 479 420 326 880 823 148
is_linear=0
shrinkage=0.00235659


Tree=849
num_leaves=19
num_cat=0
split_feature=40 40 16 52 10 52 52 42 50 16 16 40 474 474 1446 16 52 16
split_gain=263.023 147.724 91.5027 38.7987 34.9219 31.7227 60.9283 26.8211 26.5088 14.0115 13.3754 12.0721 7.53056 7.38623 7.68466 6.32643 5.05336 0.329743
threshold=-0.026419999999999996 1.0000000180025095e-35 -0.34140499999999996 0.038145000000000005 -1.0000000180025095e-35 -0.034054999999999995 -0.084674999999999986 0.093565000000000023 0.12170000000000002 0.14091500000000004 0.62966500000000014 -0.080884999999999985 0.085500000000000007 0.08393500000000001 0.037915000000000011 0.0023100000000000004 -0.14488499999999996 -0.52595999999999987
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 17 -1 6 10 11 9 13 12 -6 16 14 -7 -8 -4 -2
right_child=1 -3 5 -5 7 8 15 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0016243442583275954 0.0031177995920782364 0.0022626202810637585 0.0055367477003418521 0.0050198051101058181 0.0045941476757455496 0.0057580163389395721 0.0041544924962486343 0.0022558708202154005 0.0045659339796248486 0.0047864944594543778 0.0044445309954074521 0.0032650577634871182 0.0060381092558006912 0.0052061391930947158 0.0062990411252122286 0.0031699995039603749 0.0049678328218673998 0.0033474964054565539
leaf_weight=63 57 69 221 92 62 905 59 57 90 64 56 54 91 89 127 52 95 59
leaf_count=63 57 69 221 92 62 905 59 57 90 64 56 54 91 89 127 52 95 59
internal_value=0 0.00521587 0.00531493 0.00402444 0.00293277 0.00546009 0.00505922 0.00340913 0.00564054 0.00572214 0.00538659 0.00397562 0.00551616 0.00577553 0.00582462 0.00369349 0.00536578 0.00323482
internal_weight=0 2126 2057 208 236 1849 574 173 1275 1185 463 116 407 1121 1032 111 316 116
internal_count=2362 2126 2057 208 236 1849 574 173 1275 1185 463 116 407 1121 1032 111 316 116
is_linear=0
shrinkage=0.00205156


Tree=850
num_leaves=14
num_cat=0
split_feature=4 51 0 1 16 4 11 393 129 42 1454 1453 16
split_gain=7.35563 11.9264 8.64044 8.47273 7.49307 5.92785 5.90681 4.07327 3.95723 5.00351 3.76264 3.77332 2.56411
threshold=-0.26545999999999997 -0.034734999999999995 0.12411500000000002 0.12007000000000002 -0.14169499999999999 -0.13833499999999996 0.079915000000000014 0.10358500000000001 0.048480000000000009 -0.094859999999999986 0.082570000000000018 -0.076894999999999977 -0.45516499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 12 -2 7 8 10 -10 11 -7 -5
right_child=3 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14
leaf_value=0.00084654483705362928 -0.00034690134801902581 0.0067256237494321448 0.0025789737161416 0.00047017026260398674 -0.001228374234516738 0.0036019642617054095 0.0041790137001671973 0.0036823628485480615 0.0017337774518686468 -0.00077592682168303327 0.00021361512946968528 0.0017667770048095692 0.0025585737400393859
leaf_weight=74 71 52 53 68 102 61 52 53 91 76 78 1435 56
leaf_count=74 71 52 53 68 102 61 52 53 91 76 78 1435 56
internal_value=0 0.00306825 0.00463329 0.00154392 0.000221051 0.00169984 0.0017786 0.00170898 0.00164886 0.000591175 0.00176103 0.00184166 0.00141394
internal_weight=0 179 105 2143 226 1917 1846 1794 1741 167 1574 1496 124
internal_count=2322 179 105 2143 226 1917 1846 1794 1741 167 1574 1496 124
is_linear=0
shrinkage=0.00722155


Tree=851
num_leaves=33
num_cat=0
split_feature=12 15 12 150 43 3 42 3 43 15 12 12 15 16 401 12 12 43 12 16 16 43 12 15 43 133 484 16 42 15 3 16
split_gain=450.471 92.4388 92.2086 65.1591 41.2255 48.7951 33.4726 19.6917 17.3016 17.1581 14.7372 13.3152 10.2195 7.95568 5.78648 5.17186 4.69476 4.42569 3.95955 3.85753 3.52507 6.99974 3.49992 3.05852 2.38949 2.1679 2.1257 1.55042 1.6421 0.885989 0.731727 0.552157
threshold=0.054520000000000006 -0.2987999999999999 0.10597500000000001 0.085455000000000017 -0.065804999999999989 0.11372500000000001 -0.038454999999999996 -0.06340999999999998 -0.08725999999999999 -1.0000000180025095e-35 0.086795000000000011 -0.073474999999999985 -0.035449999999999988 -0.083479999999999985 0.078085000000000016 0.093840000000000021 0.092255000000000018 -0.0017249999999999998 0.092495000000000008 0.0045450000000000013 -0.018199999999999997 -0.015214999999999998 0.09159500000000001 -0.082674999999999985 -0.0058249999999999994 0.066685000000000008 -0.082019999999999982 -0.0051099999999999991 0.097535000000000011 0.086455000000000018 -0.081854999999999997 -0.07959999999999999
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=1 11 10 4 8 9 -4 -8 -3 -6 14 -1 17 22 20 16 19 18 30 -15 24 26 29 -5 31 -20 -22 28 -17 -14 -12 -2
right_child=2 3 6 23 5 -7 7 -9 -10 -11 12 -13 13 15 -16 27 -18 -19 25 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0017989166934717633 0.006103087975252601 0.0043268807861089921 0.005356147438698766 0.0031799552164276982 0.0049406835688285099 0.0035798355444321755 0.0044711772448465794 0.0029158576865044648 0.0027455662779505871 0.0061631379581596401 0.005893996000340687 0.0030319058906941665 0.0062309309405215955 0.0058985907625162147 0.0066730626100183089 0.0058557205498559715 0.0064170205066332101 0.0049033451734136818 0.0054937308475278982 0.0052850662851903207 0.0057003005272448695 0.0068483304610247025 0.0066418566633414805 0.002546376761824635 0.005493447731249111 0.0049989402005056124 0.0061902702553855472 0.0052482784785019563 0.0053601527776582026 0.0058819230721132414 0.0056114425901138852 0.0058363553339778329
leaf_weight=85 77 52 101 57 96 71 79 53 56 84 74 57 52 183 66 56 53 53 86 52 57 52 52 63 55 60 94 80 52 73 81 60
leaf_count=85 77 52 101 57 96 71 79 53 56 84 74 57 52 183 66 56 53 53 86 52 57 52 52 63 55 60 94 80 52 73 81 60
internal_value=0 0.00369163 0.00565398 0.00410591 0.00452649 0.00496502 0.00450119 0.00384685 0.00350714 0.00551128 0.00583693 0.002294 0.00570295 0.00584964 0.00612955 0.00571635 0.00588337 0.00543232 0.00552539 0.00576292 0.00603868 0.00622147 0.00620795 0.0028475 0.00584532 0.00529054 0.00600545 0.00546039 0.00561731 0.00602728 0.00574648 0.00598642
internal_weight=0 621 1701 479 359 251 233 132 108 180 1468 142 1007 653 461 476 288 354 301 235 395 203 177 120 192 146 151 188 108 125 155 137
internal_count=2322 621 1701 479 359 251 233 132 108 180 1468 142 1007 653 461 476 288 354 301 235 395 203 177 120 192 146 151 188 108 125 155 137
is_linear=0
shrinkage=0.00197189


Tree=852
num_leaves=15
num_cat=0
split_feature=9 160 124 132 12 41 0 16 0 16 13 13 132 16
split_gain=7.05999 5.16724 4.06964 4.36453 5.74717 4.51295 3.53816 6.7367 7.96069 7.3008 3.46022 2.91968 3.35826 0.643656
threshold=-1.0000000180025095e-35 -0.54119499999999987 0.0049200000000000008 0.081160000000000024 0.081420000000000006 0.075585000000000013 0.014040000000000002 0.0048200000000000005 -0.084369999999999987 -0.0021749999999999994 0.09610500000000001 -0.07236999999999999 0.12249 0.23451000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 9 -9 -3 13 -6 -13 -8
right_child=1 2 -4 4 11 -7 10 8 -10 -11 -12 12 -14 -15
leaf_value=-0.00062570678528177078 0.0039366005030785078 0.0018319449347598913 -0.00032679077328724384 -0.0013433635624076211 8.8485694325572518e-05 0.0037775001868747978 0.0042071172071279838 -0.0011233099652104338 0.0014229861531642712 0.0045050891600225658 0.0013204451276143787 0.003456290804335781 0.00083117736240355541 0.0030442356351191298
leaf_weight=69 58 1276 52 53 56 65 53 87 284 58 53 54 52 52
leaf_count=69 58 1276 52 53 56 65 53 87 284 58 53 54 52 52
internal_value=0 0.00176545 0.00170804 0.00175745 0.000761379 0.00186849 0.00180184 0.00170401 0.000825664 0.00194823 0.00285708 0.00145045 0.00216924 0.00363196
internal_weight=0 2253 2195 2143 215 1928 1863 1705 371 1334 158 162 106 105
internal_count=2322 2253 2195 2143 215 1928 1863 1705 371 1334 158 162 106 105
is_linear=0
shrinkage=0.00736598


Tree=853
num_leaves=26
num_cat=0
split_feature=4 12 150 43 2 3 2 2 2 4 12 123 2 12 15 4 43 16 4 150 12 4 43 4 43
split_gain=844.1 311.752 134.099 74.5413 58.4361 51.1993 55.4507 37.4614 24.3794 22.9583 20.2228 18.7339 18.0048 17.0591 13.9769 8.07664 5.10591 5.08708 5.765 3.68985 3.41667 3.21393 1.98403 1.66062 0.355496
threshold=0.30163500000000004 0.054520000000000006 0.079825000000000021 -0.029144999999999997 0.14721500000000001 -0.14162499999999997 0.10222000000000002 0.10774000000000002 0.10428500000000002 -0.14538499999999996 0.11685000000000002 0.085575000000000012 0.10054500000000001 0.091625000000000012 -0.42443999999999993 0.0015850000000000003 -0.073574999999999988 -0.073494999999999991 -0.049744999999999991 0.084120000000000014 0.08870500000000002 -0.085574999999999984 -0.036794999999999994 -0.072529999999999983 -0.033174999999999989
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=1 2 3 -1 11 12 13 9 -4 -5 16 14 -3 19 -2 17 -8 22 -19 20 21 -7 -15 -22 -17
right_child=4 5 8 7 -6 6 10 -9 -10 -11 -12 -13 -14 15 -16 24 -18 18 -20 -21 23 -23 -24 -25 -26
leaf_value=0.0033836384544191074 0.0033094960143917598 0.0085039928361723451 0.0032575097878498266 0.0075097511833876422 -0.00042416783223877755 0.0071884716400430317 0.0060592603217863913 0.0043221629128702499 0.0013045157079758006 0.0057446453297344373 0.0041063710245429303 0.0010802298912307743 0.0068229516823231874 0.0064227414150675689 0.0019240183939613726 0.0054683685407491403 0.0052633573887990032 0.0057483101770904434 0.0065046159580550789 0.0062334091974016745 0.0066773153978918476 0.0067476294786564875 0.0069630499440088848 0.0062762493457751934 0.0057470442980493575
leaf_weight=86 74 74 74 58 52 102 84 59 55 98 54 52 55 88 70 52 77 112 91 81 116 452 57 97 52
leaf_count=86 74 74 74 58 52 102 84 59 55 98 54 52 55 88 70 52 77 112 91 81 116 452 57 97 52
internal_value=0 0.0060033 0.00431968 0.0051316 0.00166824 0.00644365 0.00632921 0.00583068 0.00242502 0.00640105 0.00528394 0.00222349 0.00778745 0.00650207 0.00263616 0.00615298 0.00567876 0.0063158 0.00608746 0.00668811 0.0067361 0.00682884 0.0066353 0.00649478 0.00560793
internal_weight=0 2074 430 301 248 1644 1515 215 129 156 215 196 129 1300 144 452 161 348 203 848 767 554 145 213 104
internal_count=2322 2074 430 301 248 1644 1515 215 129 156 215 196 129 1300 144 452 161 348 203 848 767 554 145 213 104
is_linear=0
shrinkage=0.00222067


Tree=854
num_leaves=21
num_cat=0
split_feature=1 4 3 123 2 1 15 3 2 2 3 12 4 4 12 1 4 0 2 49
split_gain=1077.33 220.65 169.665 143.441 68.9174 66.6053 40.6679 34.338 23.1558 22.9273 21.6401 14.4405 13.9066 8.24325 7.24352 7.22759 7.16563 7.92243 5.38844 2.79569
threshold=0.10491000000000002 0.27287000000000006 -0.048154999999999996 1.0000000180025095e-35 0.10060500000000001 0.12007000000000002 -0.41606999999999994 -0.1535 0.12611000000000003 0.10859000000000001 0.086245000000000016 0.091625000000000012 -0.013024999999999998 -0.0084099999999999991 0.095780000000000018 0.089275000000000007 0.0015850000000000003 -0.081224999999999978 0.087005000000000013 0.090785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 7 -3 -7 -1 13 -4 11 15 -2 14 -6 18 17 -13 -9 -15
right_child=1 5 9 -5 8 6 -8 10 -10 -11 -12 16 -14 19 -16 -17 -18 -19 -20 -21
leaf_value=0.019049770796862504 0.017704179233018102 0.013793965178617893 0.014643977993907199 0.014347459184155909 0.017490558714919148 0.012306269875819292 0.010058350490505583 0.017839171734143601 0.015233110288217545 0.013054380034951556 0.016350279525788096 0.017808323274842601 0.016248239126132671 0.015935996010880048 0.016558724941982805 0.017079311811587262 0.016452451112278044 0.017070204590329336 0.017497328472038949 0.016575325056708091
leaf_weight=58 58 86 65 72 74 98 52 480 55 94 74 86 54 52 70 91 54 230 345 74
leaf_count=58 58 86 65 72 74 98 52 480 55 94 74 86 54 52 70 91 54 230 345 74
internal_value=0 0.0138041 0.0150675 0.0171869 0.0173042 0.0123533 0.0115271 0.0174998 0.016451 0.0137044 0.0174336 0.017496 0.0170024 0.016699 0.0170377 0.017635 0.0171517 0.0172712 0.0176962 0.0163116
internal_weight=0 507 271 1815 1743 236 150 1418 325 159 1360 1286 112 270 144 916 370 316 825 126
internal_count=2322 507 271 1815 1743 236 150 1418 325 159 1360 1286 112 270 144 916 370 316 825 126
is_linear=0
shrinkage=0.00205156


Tree=855
num_leaves=19
num_cat=0
split_feature=3 49 160 15 4 3 456 4 4 43 1453 157 52 52 43 3 52 43
split_gain=11.0125 9.42148 6.66578 7.39877 6.08943 8.03748 4.51977 3.87869 4.32223 7.88603 4.65248 4.30971 4.6417 6.055 4.79271 1.8867 1.58029 2.86103
threshold=-0.008649999999999998 -0.062709999999999974 -0.087004999999999985 -0.016434999999999995 0.50569000000000008 0.10449500000000002 0.087225000000000011 0.053255000000000004 -0.15618499999999999 -0.070049999999999987 -0.064249999999999988 -0.09416999999999999 -0.087239999999999984 -0.037619999999999994 -0.093419999999999989 -0.073949999999999988 0.0029250000000000005 -0.073574999999999988
decision_type=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 -4 7 8 9 -1 -10 -12 14 -14 -13 16 17 -9
right_child=1 2 3 -5 -6 -7 -8 15 10 -11 11 12 13 -15 -16 -17 -18 -19
leaf_value=-0.00057376541184624955 0.0034307426894970689 0.0030297265663631568 0.00025973918655316911 -0.0011811736491212971 -0.00071229548533407333 0.0033210819421684609 0.004047104385219694 0.00058845963989574766 0.00081741457639709512 0.0028606540085403167 0.001047464587019794 0.0056382774986075334 0.00081754607369086238 0.0029342132730110488 0.0032913627234656536 0.0010602613333904596 0.0030163859596458098 0.0026719463317505421
leaf_weight=53 92 62 78 87 59 88 103 57 54 82 58 57 70 952 160 101 76 72
leaf_count=53 92 62 78 87 59 88 103 57 54 82 58 57 70 952 160 101 76 72
internal_value=0 0.0014405 0.000950723 0.00053735 0.00120218 0.00188307 0.00263193 0.00255055 0.00269719 0.00151178 0.00281559 0.00289873 0.00298533 0.00278931 0.00390818 0.00183816 0.00222105 0.00175191
internal_weight=0 466 374 312 225 166 1895 1792 1486 135 1351 1297 1239 1022 217 306 205 129
internal_count=2361 466 374 312 225 166 1895 1792 1486 135 1351 1297 1239 1022 217 306 205 129
is_linear=0
shrinkage=0.00694113


Tree=856
num_leaves=14
num_cat=0
split_feature=3 40 0 0 52 133 0 12 480 4 40 43 0
split_gain=9.08861 4.72886 5.02437 5.48031 8.38841 11.6101 4.82236 4.30813 4.10886 3.59495 6.74351 5.09936 2.31286
threshold=0.31370500000000007 0.0046150000000000002 0.13134000000000004 -0.061994999999999995 -0.35673999999999995 0.071360000000000021 0.014040000000000002 0.11223500000000002 0.097055000000000016 0.0071200000000000005 -0.0057599999999999986 -0.082219999999999988 0.014040000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 12 6 -6 8 9 10 -1 -11 -5
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 11 -12 -13 -14
leaf_value=0.0045083714696769073 -0.00015664841708267773 2.9327119823970867e-05 0.0041641362044580708 0.0036779940251168409 -0.0016644509237804545 0.0028734372427959439 0.00078882239634260078 0.0039418706348575312 0.0040461408849263884 -0.00019921205700259084 0.0021619058998687793 0.0018826515202604354 0.0017167560168741146
leaf_weight=62 91 53 57 63 86 68 70 68 54 69 1250 316 54
leaf_count=62 91 53 57 63 86 68 70 68 54 69 1250 316 54
internal_value=0 0.00207974 0.00212872 0.00207497 0.00126697 0.00047977 -0.000563148 0.00222641 0.00215975 0.00209967 0.00227285 0.00150935 0.00277344
internal_weight=0 2270 2217 2160 341 224 156 1819 1751 1697 1312 385 117
internal_count=2361 2270 2217 2160 341 224 156 1819 1751 1697 1312 385 117
is_linear=0
shrinkage=0.00694113


Tree=857
num_leaves=20
num_cat=0
split_feature=2 2 2 2 0 14 0 0 0 16 0 16 16 3 475 0 0 16 0
split_gain=403.063 188.778 86.791 69.1122 46.7332 44.9342 43.1098 34.869 28.466 17.8829 16.0673 15.6626 11.6948 10.3841 9.98957 8.0467 10.5236 3.58092 1.93045
threshold=0.12051500000000002 -1.0000000180025095e-35 0.10124000000000001 0.16730000000000003 -0.068214999999999984 0.062655000000000016 -0.10891999999999999 -0.13740499999999997 -0.084114999999999981 0.057675000000000011 -0.15385999999999997 -0.096494999999999984 0.25032500000000008 -0.107915 -1.0000000180025095e-35 -0.039129999999999991 -0.076539999999999983 0.052555000000000011 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 8 -1 6 11 10 -2 -10 -4 -3 15 -9 -14 16 -8 18 -15
right_child=3 2 7 -5 -6 -7 12 13 9 -11 -12 -13 14 17 -16 -17 -18 -19 -20
leaf_value=0.0042990789932210527 0.00194594956682908 0.0050977572182915468 0.0043396589560632257 0.00031268521478129653 0.0018834725863039223 0.0073724413470336852 0.0057793871229723107 0.0042342900222826739 0.0028911716062179345 0.004456116844920162 0.0027266212248581532 0.0036597427094673114 0.005789561029441846 0.0051275884608176121 0.0045787432459297337 0.0065543783246468463 0.0051813054424333319 0.0048261157337894187 0.0056995648648401603
leaf_weight=64 75 74 54 55 85 65 1032 73 75 60 59 65 52 52 78 53 155 76 59
leaf_count=64 75 74 54 55 85 65 1032 73 75 60 59 65 52 52 78 53 155 76 59
internal_value=0 0.00523708 0.0054143 0.00244308 0.0029212 0.00563373 0.00555882 0.00448827 0.00300094 0.00358687 0.00349766 0.00442547 0.0056738 0.00491871 0.00506325 0.00573779 0.00570131 0.00518577 0.00543182
internal_weight=0 2096 1947 265 149 1574 1509 373 210 135 113 139 1370 260 130 1240 1187 187 111
internal_count=2361 2096 1947 265 149 1574 1509 373 210 135 113 139 1370 260 130 1240 1187 187 111
is_linear=0
shrinkage=0.00213444


Tree=858
num_leaves=25
num_cat=0
split_feature=4 3 3 2 3 42 4 3 0 13 2 0 49 3 4 0 51 4 0 483 42 2 13 49
split_gain=407.066 147 71.3626 41.7342 33.3542 52.221 19.815 22.6379 14.2194 14.0473 11.8072 13.2919 12.2103 9.10442 8.89476 8.38091 6.14494 4.20164 4.55208 4.29919 3.63169 3.63267 2.90875 1.67619
threshold=0.27161500000000005 -0.050489999999999993 0.30112000000000005 0.14721500000000001 -0.0035149999999999995 -0.0043149999999999994 -0.030434999999999993 0.092330000000000009 -0.10803999999999998 -0.0094049999999999984 0.090000000000000011 -0.065249999999999989 -0.013699999999999999 -0.11197999999999998 0.032965000000000001 -0.010949999999999998 -0.019539999999999998 0.0030100000000000001 -0.089704999999999993 0.041590000000000009 -0.075014999999999984 0.10124000000000001 0.0083850000000000018 0.0043350000000000012
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 10 4 8 5 -3 -6 -8 -2 -7 11 13 -12 -1 16 -10 22 18 23 -20 -18 -22 -14 -15
right_child=3 2 -4 -5 6 9 7 -9 15 -11 12 -13 14 17 -16 -17 20 -19 19 -21 21 -23 -24 -25
leaf_value=0.0066358230367776399 0.0034677167052800692 0.0055468324864169872 0.0017475664579346254 0.00058500585628681781 0.0059421609865691937 0.0036318835682139327 0.0054098101253802515 0.0035357811595163723 0.0017136748156146152 0.0020713321595756439 0.0043594558204665393 0.0047568873229517604 0.0065002022751809631 0.0064291630963787347 0.0048852818636501731 0.0029124384495242757 0.0060342179268065106 0.0053531799617215691 0.0058397277841537379 0.00516417874570556 0.0055803488446773582 0.0050162643689282633 0.0057422086146469448 0.0059083874252016076
leaf_weight=75 101 60 53 52 91 69 74 60 60 52 52 58 54 89 95 60 54 93 640 53 171 91 52 52
leaf_count=75 101 60 53 52 91 69 74 60 60 52 52 58 54 89 95 60 54 93 640 53 171 91 52 52
internal_value=0 0.00535268 0.00422025 0.00241135 0.00454298 0.00381861 0.00512559 0.00457087 0.00284097 0.00296143 0.00567174 0.00581334 0.00540793 0.00587446 0.00551334 0.00231326 0.00565467 0.00581284 0.00586407 0.0057881 0.00549562 0.00538452 0.00612858 0.00623728
internal_weight=0 2088 459 273 406 181 225 134 221 121 1629 1060 569 1002 517 120 422 927 834 693 316 262 106 141
internal_count=2361 2088 459 273 406 181 225 134 221 121 1629 1060 569 1002 517 120 422 927 834 693 316 262 106 141
is_linear=0
shrinkage=0.00226508


Tree=859
num_leaves=10
num_cat=0
split_feature=2 40 13 156 15 11 2 40 156
split_gain=12.4393 5.02031 4.71854 4.07415 6.39974 11.2803 5.6768 4.08497 1.01878
threshold=0.15020000000000003 0.051255000000000002 -0.16392499999999996 0.10788500000000002 -0.40312499999999996 0.083010000000000014 -0.011974999999999998 -0.080884999999999985 0.12640500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 -5
right_child=-2 -3 3 8 5 -7 7 -9 -10
leaf_value=0.00071639587367480502 -0.00040519969790959212 6.3245240524656963e-05 0.00040360082232714258 0.0040653424650853873 0.00016457459794726282 0.0050920607590287459 0.0039692089471687671 0.0021245000450216805 0.0027818306308308913
leaf_weight=98 90 52 89 54 62 56 53 1754 53
leaf_count=98 90 52 89 54 62 56 53 1754 53
internal_value=0 0.00207355 0.00212063 0.00218548 0.00211931 0.0021986 0.00211187 0.00217864 0.00343024
internal_weight=0 2271 2219 2121 2014 1925 1869 1807 107
internal_count=2361 2271 2219 2121 2014 1925 1869 1807 107
is_linear=0
shrinkage=0.00654078


Tree=860
num_leaves=24
num_cat=0
split_feature=1 52 1 2 2 2 1 12 0 52 13 12 4 12 475 16 52 16 2 12 13 52 2
split_gain=548.959 84.2243 69.9779 50.0224 48.0139 72.9608 16.287 18.21 16.7527 17.9084 15.1347 15.1719 11.7511 9.51677 8.84377 12.1725 20.8188 20.1641 6.08505 5.67964 5.07821 3.40585 2.51878
threshold=0.10538500000000002 -0.29521499999999995 0.14262000000000002 0.099675000000000014 0.10559 -1.0000000180025095e-35 0.089625000000000024 0.088395000000000015 -0.14032999999999998 0.40945500000000007 -0.0013449999999999996 -0.074254999999999988 0.054560000000000004 0.083615000000000009 -0.065099999999999977 -0.014754999999999999 0.044705000000000002 0.51148500000000008 0.08647500000000001 0.093840000000000021 -0.008624999999999999 -1.0000000180025095e-35 0.12611000000000003
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 4 6 5 -3 8 -8 21 12 11 -6 13 20 -5 16 -16 -17 -15 -9 -10 -1 -12
right_child=1 2 -4 14 10 -7 7 19 9 -11 22 -13 -14 18 15 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0050531138002872372 0.0044065231212177865 0.0017431438806700692 3.8979726233128248e-05 0.0045085043343485818 0.0019153408494061847 0.0045191377137544344 0.0034266897634147413 0.0048823965432628121 0.0048434186608540802 0.0034831313543989537 0.0018519283743479182 0.00054627079361975353 0.0037871935343616243 0.0048306136774948624 0.003131546150953699 0.0026839360592190819 0.0045980368061102157 0.004209888558546664 0.004496185316759058 0.004177275903659421 0.005670382433511997 0.0057564876919058202 0.0024656020941577184
leaf_weight=53 55 79 72 52 56 69 92 84 61 53 53 72 57 372 63 96 94 52 500 96 56 56 52
leaf_count=53 55 79 72 52 56 69 92 84 61 53 53 72 57 372 63 96 94 52 500 96 56 56 52
internal_value=0 0.00210196 0.00182211 0.00441805 0.00215902 0.0030375 0.00457793 0.00414131 0.00467622 0.00460296 0.00160093 0.0011454 0.00465968 0.00470994 0.00375519 0.00362668 0.00400971 0.00322022 0.00463888 0.00450645 0.00523941 0.00541467 0.00215604
internal_weight=0 508 453 1837 381 148 1480 272 1208 1099 233 128 1046 989 357 305 157 148 872 180 117 109 105
internal_count=2345 508 453 1837 381 148 1480 272 1208 1099 233 128 1046 989 357 305 157 148 872 180 117 109 105
is_linear=0
shrinkage=0.00197189


Tree=861
num_leaves=15
num_cat=0
split_feature=1 4 15 151 16 4 160 156 16 50 13 159 0 4
split_gain=15.5704 7.14748 13.6134 9.52228 8.00947 9.14838 8.18195 6.70923 5.9276 5.13484 4.8779 4.79506 6.50925 5.05412
threshold=0.14262000000000002 0.30163500000000004 -0.4680149999999999 0.08357500000000001 -0.011859999999999997 -0.097514999999999977 -0.14737999999999998 0.085790000000000019 -0.52830499999999991 0.12170000000000002 -0.117405 0.10323000000000002 -0.10946999999999998 -0.025139999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6 9 -4 10 -7 12 -8 -14
right_child=-2 2 8 -5 6 7 11 -9 -10 -11 -12 -13 13 -15
leaf_value=0.0046166083419981446 -0.0012340488092271139 0.0029166652552214743 0.00074990457689626732 -0.00053485983076352356 -0.001068030437959059 0.00018636182219989268 -0.00069121210916107294 0.0042547839616825312 -0.0020027951915830735 0.00014925143377433954 0.0021669186527781743 0.0030227501392973179 0.00099540502223083305 0.0021825470879972679
leaf_weight=61 78 64 61 70 53 54 58 55 68 61 990 80 311 281
leaf_count=61 78 64 61 70 53 54 58 55 68 61 990 80 311 281
internal_value=0 0.00167938 0.000498553 0.00178923 0.00187045 0.00219518 0.00136397 0.00206779 -0.0007006 0.00195887 0.00206454 0.00154064 0.00135812 0.00155901
internal_weight=0 2267 193 2074 2004 1221 783 1160 129 1105 1044 730 650 592
internal_count=2345 2267 193 2074 2004 1221 783 1160 129 1105 1044 730 650 592
is_linear=0
shrinkage=0.00641253


Tree=862
num_leaves=24
num_cat=0
split_feature=3 3 43 3 0 52 15 15 15 49 43 0 49 0 49 0 0 160 0 13 0 15 3
split_gain=448.863 141.316 103.295 70.2015 66.4484 54.2063 30.1261 28.2295 21.6031 19.801 19.1708 14.242 10.4431 17.7328 9.11956 9.51721 7.42712 4.94519 4.28577 3.75478 2.46533 1.65124 1.56376
threshold=-0.052614999999999995 0.31370500000000007 -0.033174999999999989 0.11745500000000002 -0.047049999999999995 -0.42364999999999992 -0.24042999999999998 -0.031659999999999994 -1.0000000180025095e-35 0.047620000000000003 -0.085594999999999991 -0.074204999999999979 -0.046739999999999997 -0.091809999999999989 0.10969000000000002 -0.14310999999999999 -0.14012999999999998 -0.00040999999999999994 -0.095264999999999989 -0.085409999999999986 -0.071519999999999986 -0.048699999999999993 -0.08095999999999999
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 6 8 11 -6 -2 -7 9 -4 -8 12 13 -1 15 -14 -5 -13 22 -20 -19 -22 -17
right_child=1 -3 3 16 5 7 10 -9 -10 -11 -12 17 14 -15 -16 18 -18 20 19 -21 21 -23 -24
leaf_value=0.003866508222698991 0.00050096981118051402 -0.00023654066640876593 0.003657434585139176 0.0018231253659714004 0.0058970887787615309 0.0016851080990003217 0.0035741062350325278 0.0040238259853834406 0.0058132927920892235 0.0054565730672082374 0.0018173721894357542 0.0043478194947098418 0.0067517439476326331 0.0058228299089168037 0.0047512395793199869 0.0055356968667033503 0.0031292312942862283 0.0047060863942198338 0.0060049334486177606 0.005645167545513064 0.0050186052227396702 0.0055293579159830077 0.0049723980466935868
leaf_weight=53 59 75 101 53 59 53 65 75 91 58 88 57 53 59 60 60 52 54 242 655 67 94 62
leaf_count=53 59 75 101 53 59 53 65 75 91 58 88 57 53 59 60 60 52 54 242 655 67 94 62
internal_value=0 0.00292595 0.00334431 0.00415308 0.00533174 0.00395229 0.00198988 0.00305566 0.00485978 0.00431389 0.00256387 0.00550188 0.00561317 0.0048973 0.00568397 0.00573615 0.00247021 0.00499279 0.0056833 0.00574226 0.00516366 0.00531697 0.00524965
internal_weight=0 642 567 355 1703 187 212 128 250 159 153 1516 1244 112 1132 1072 105 272 1019 897 215 161 122
internal_count=2345 642 567 355 1703 187 212 128 250 159 153 1516 1244 112 1132 1072 105 272 1019 897 215 161 122
is_linear=0
shrinkage=0.0024518


Tree=863
num_leaves=20
num_cat=0
split_feature=1 52 1 3 39 2 4 3 10 4 4 52 52 3 16 3 4 16 43
split_gain=834.905 182.546 86.6446 69.2701 56.159 41.0642 31.3088 28.4435 27.6026 23.5826 14.2805 17.6163 9.87998 12.5291 10.0889 9.71593 7.85446 6.09892 1.92454
threshold=0.10335000000000001 -0.41304999999999997 0.12394500000000001 -0.029309999999999996 0.081875000000000017 0.11366500000000002 0.26171000000000005 0.091170000000000015 -0.005834999999999999 0.42098500000000005 0.043850000000000007 1.0000000180025095e-35 0.11379500000000002 -0.1535 0.0063750000000000013 -0.097574999999999981 0.032965000000000001 0.15050500000000003 -0.078959999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 7 -3 10 -4 -10 12 -12 13 -1 18 -15 -5 -7 -14
right_child=1 2 8 16 -6 17 -8 -9 9 -11 11 -13 14 15 -16 -17 -18 -19 -20
leaf_value=0.006290461950008837 0.0056241682387268895 0.0047913951583732411 -0.00062624678966505948 0.0011601186477534899 0.0034018648286070698 0.0033888209122233492 0.0025740821585484774 0.0040732339896724298 0.001848940792520947 0.00024389802573593309 0.0041653957302495151 0.0055897970502944575 0.0055412401882564957 0.0048016271103817542 0.0041614424807711863 0.0054595412662861156 0.002090179665466188 0.0043959781368117304 0.0050444892390899233
leaf_weight=73 58 59 52 85 84 53 53 87 89 73 99 62 55 110 53 975 75 53 97
leaf_count=73 58 59 52 85 84 53 53 87 89 73 99 62 55 110 53 975 75 53 97
internal_value=0 0.00211508 0.00169625 0.00248 0.00507328 0.00515504 0.00374233 0.00523809 0.000699979 0.00112582 0.00530458 0.00471406 0.00537431 0.00544946 0.00494968 0.00539286 0.00159622 0.00389261 0.00522438
internal_weight=0 544 486 272 1801 1717 112 1611 214 162 1524 161 1363 1158 205 1085 160 106 152
internal_count=2345 544 486 272 1801 1717 112 1611 214 162 1524 161 1363 1158 205 1085 160 106 152
is_linear=0
shrinkage=0.00209259


Tree=864
num_leaves=18
num_cat=0
split_feature=1 49 14 0 1 151 41 133 133 124 47 16 151 51 1 1 133
split_gain=16.3038 8.17186 7.66793 9.41411 13.4183 10.2463 7.524 4.33732 5.38132 4.87812 3.85773 3.84981 3.606 4.97932 0.671843 0.578776 0.463276
threshold=0.11869500000000001 -0.045299999999999993 -0.10708499999999999 -0.13314999999999996 0.089790000000000023 -0.0064299999999999991 0.077565000000000009 0.111585 0.15371000000000004 -0.083769999999999983 0.085505000000000012 -0.48186499999999993 0.032230000000000009 0.12016500000000001 0.089275000000000007 0.080475000000000005 0.41498500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 15 -6 7 9 -9 -5 11 -3 13 -11 16 -4 -10
right_child=1 10 3 6 5 -7 -8 8 14 12 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0040497463974351932 -0.0019838996542046027 0.0014522628386481665 0.0026633826121368006 0.0002627393751473566 0.00076562184540040373 -0.0025936493193955755 -0.00039071323110599534 -0.00049246996814317624 0.0022285968832470751 0.0021843086621612358 0.0018577908291916077 -0.00065849293826165814 0.0037031212216409037 0.0003211899129255805 0.0011344388538649453 0.001761906795863878 0.0015447543316030705
leaf_weight=56 53 52 58 53 83 59 53 54 80 1282 74 89 56 57 61 52 73
leaf_count=56 53 52 58 53 83 59 53 54 80 1282 74 89 56 57 61 52 73
internal_value=0 0.000183492 0.00179909 0.00173669 0.000621756 -0.000629668 0.00189548 0.00196613 0.00124525 0.00209951 0.000718085 0.000119475 0.00216925 0.00210505 0.00168405 0.00223783 0.00190275
internal_weight=0 268 2077 2021 252 142 1769 1716 268 1448 215 141 1395 1339 214 110 153
internal_count=2345 268 2077 2021 252 142 1769 1716 268 1448 215 141 1395 1339 214 110 153
is_linear=0
shrinkage=0.00616352


Tree=865
num_leaves=21
num_cat=0
split_feature=4 1 2 1 2 16 16 1 0 0 0 4 0 0 4 0 16 159 43 1446
split_gain=605.25 156.86 85.6459 44.0658 37.0911 21.011 22.2264 16.1684 24.6176 15.7197 13.3706 10.5185 9.95872 9.29794 6.61497 10.6592 7.16148 5.64198 3.74873 2.68548
threshold=0.30163500000000004 0.10384000000000002 0.11144000000000001 0.13630500000000004 0.091335000000000013 0.26391000000000003 -0.034109999999999994 0.088595000000000021 0.040035000000000008 -0.14712999999999996 -0.070064999999999975 -0.0090299999999999981 -0.10803999999999998 -0.10075499999999998 0.053455000000000009 -0.085939999999999989 -0.36241499999999999 0.10225000000000002 0.064420000000000019 0.088980000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 12 9 6 -3 8 14 -1 13 -4 -2 -11 15 -6 -16 19 -17 -15
right_child=3 2 11 -5 7 -7 -8 -9 -10 10 -12 -13 -14 17 16 18 -18 -19 -20 -21
leaf_value=0.007164595104419161 0.0036671682016590126 0.0056805205313257686 0.0036950997555571102 0.0012826084772868775 0.0069817151572397458 0.0062500072376643033 0.0038236577428874562 0.0049097711271897165 0.0045074160547258334 0.0054881040255996411 0.0054877298641879879 0.0024241734701302567 0.002619853604534881 0.0063759607060974903 0.0062184712596227059 0.0060869139306446276 0.005273363922150668 0.0057052418543544195 0.0054818970463127387 0.0068578190797364998
leaf_weight=86 72 57 54 87 53 68 52 92 53 54 89 56 82 850 53 253 95 52 53 53
leaf_count=86 72 57 54 87 53 68 52 92 53 54 89 56 82 850 53 253 95 52 53 53
internal_value=0 0.00588112 0.00447037 0.00245019 0.00610163 0.00535404 0.00479488 0.00570833 0.00583949 0.00631819 0.00625187 0.00304828 0.00310965 0.00631925 0.00597869 0.00612982 0.00561196 0.00636623 0.0059822 0.00640427
internal_weight=0 2123 287 241 1836 177 109 652 560 1184 1098 110 154 1009 507 359 148 955 306 903
internal_count=2364 2123 287 241 1836 177 109 652 560 1184 1098 110 154 1009 507 359 148 955 306 903
is_linear=0
shrinkage=0.00205156


Tree=866
num_leaves=18
num_cat=0
split_feature=14 2 41 52 52 1429 15 52 50 16 2 16 484 43 15 2 16
split_gain=13.7167 8.82884 9.55212 7.76244 9.57108 4.19381 11.8569 3.84032 3.52546 3.89952 6.60767 3.35492 3.44027 3.34789 4.11916 5.70922 1.64859
threshold=0.062655000000000016 0.10527500000000002 0.077565000000000009 -0.26738999999999996 -0.082354999999999984 0.084770000000000012 -0.011389999999999999 0.51388500000000004 0.07826000000000001 -0.48950499999999991 -0.007134999999999999 -0.040484999999999993 -1.0000000180025095e-35 -0.082354999999999984 -0.42075999999999997 0.14106500000000002 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 7 -7 8 9 -1 -11 12 -10 -6 -15 16 -16
right_child=-2 3 -4 4 13 6 -8 -9 11 10 -12 -13 -14 14 15 -17 -18
leaf_value=0.0033646512365679802 0.0041983011472945028 0.0024594196513662066 -0.0007195278074461416 -0.0016196137862804709 0.0020155567452506697 0.0027501608003370126 -0.0013107315225076484 0.00048545200500720872 0.0037110212442987376 5.8972983349244626e-05 0.0019381496597655271 0.0039636778237983148 0.0019633822505934206 0.002068209206741993 0.0013116658624230232 -0.0012969253149292803 0.00010399076897593627
leaf_weight=63 78 101 52 61 85 53 52 60 52 73 1083 56 199 60 108 61 67
leaf_count=63 78 101 52 61 85 53 52 60 52 73 1083 56 199 60 108 61 67
internal_value=0 0.00162087 0.00183051 0.000947815 0.000602257 0.00190897 0.000738438 0.00198642 0.00204539 0.00189944 0.00181954 0.00262469 0.0023257 0.000958159 0.000654297 0.000294554 0.000849667
internal_weight=0 2286 1743 543 442 1691 105 1586 1526 1219 1156 307 251 381 296 236 175
internal_count=2364 2286 1743 543 442 1691 105 1586 1526 1219 1156 307 251 381 296 236 175
is_linear=0
shrinkage=0.00604267


Tree=867
num_leaves=17
num_cat=0
split_feature=14 2 130 13 0 0 13 156 0 0 1447 483 13 123 9 15
split_gain=9.48722 6.68798 7.247 7.01872 12.9167 6.95637 5.80704 4.82827 4.33007 12.9054 4.41251 3.6866 3.70411 2.73202 2.83756 3.03221
threshold=0.062655000000000016 0.092300000000000007 -1.0000000180025095e-35 -0.09057999999999998 -0.074544999999999986 -0.13892999999999997 -0.083584999999999979 0.11715000000000002 -0.14582499999999995 -0.10891999999999999 -0.085804999999999979 0.098395000000000024 -0.014114999999999997 0.083715000000000026 1.0000000180025095e-35 -0.14733499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 -4 -5 11 -1 -10 -11 12 -8 14 15 -12
right_child=-2 2 3 6 -6 -7 7 -9 9 10 13 -13 -14 -15 -16 -17
leaf_value=0.0031797591606203351 0.0033561802652127622 -0.0010957568121146995 -0.0003995992507156377 0.0031784523735659711 -0.0024189470019773266 0.0023421313054479407 0.00020435589514284627 0.0028174468150247481 -0.0012945901447311602 0.00017449757747088816 0.00042948807064318797 0.0024584624300156535 0.0012256213552500899 0.00054480949438248075 0.0030666928594521893 0.0017638939390518715
leaf_weight=53 78 57 60 52 52 65 190 54 54 69 61 53 325 67 53 1021
leaf_count=53 78 57 60 52 52 65 190 54 54 69 61 53 325 67 53 1021
internal_value=0 0.00129578 0.00090861 0.00104294 1.32956e-05 0.0010256 0.00131324 0.0011572 0.00155086 0.00148565 0.00160382 0.000999255 0.000848964 0.00168582 0.00175312 0.00168872
internal_weight=0 2286 908 851 177 125 674 622 1378 1325 1271 568 515 1202 1135 1082
internal_count=2364 2286 908 851 177 125 674 622 1378 1325 1271 568 515 1202 1135 1082
is_linear=0
shrinkage=0.00580803


Tree=868
num_leaves=18
num_cat=0
split_feature=2 14 3 13 0 1210 14 0 48 0 3 13 16 16 0 39 0
split_gain=6.73555 10.1939 5.09134 4.24287 3.70436 3.58026 3.37596 5.8072 3.98616 3.59101 3.04421 9.94165 4.08752 5.36131 3.68534 4.79872 2.88368
threshold=0.10859000000000001 0.062655000000000016 0.092330000000000009 0.056910000000000009 -0.11169999999999998 -0.08107499999999998 -0.23083499999999998 -0.086984999999999993 0.085775000000000004 -0.061654999999999995 -0.096099999999999977 -0.0074049999999999993 -0.082739999999999994 0.064610000000000015 -0.062694999999999987 0.086210000000000023 -0.14310999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -4 -1 -2 8 -8 -9 11 -7 -13 -14 15 16 -12
right_child=3 -3 4 -5 -6 10 7 9 -10 -11 14 12 13 -15 -16 -17 -18
leaf_value=0.0029247621339207257 0.0026465363797322653 0.004165771101968631 -0.0013444368802044129 -0.00066966703199529518 0.0011774490020539745 -0.0016630029546834382 -0.0014660634946476964 0.002685925061810447 0.00089316511117673223 0.00064172336576331511 0.0032363841332598313 0.0031327961818938756 -0.00043424847274888104 0.0025754806400460051 0.0029869703783931153 -0.00033930378180050232 0.001546100931916456
leaf_weight=92 52 73 53 100 65 63 76 79 68 95 53 59 69 52 92 66 1157
leaf_count=92 52 73 53 100 65 63 76 79 68 95 53 59 69 52 92 66 1157
internal_value=0 0.00157101 0.00146695 0.000623819 4.4097e-05 0.00156549 0.000973614 0.000699817 -0.000351458 0.00157027 0.00148782 0.000757004 0.00160443 0.000858564 0.00161758 0.00151879 0.0016202
internal_weight=0 1894 1821 470 118 1703 370 318 144 174 1611 243 180 121 1368 1276 1210
internal_count=2364 1894 1821 470 118 1703 370 318 144 174 1611 243 180 121 1368 1276 1210
is_linear=0
shrinkage=0.00707995


Tree=869
num_leaves=22
num_cat=0
split_feature=1 3 10 1 16 160 47 3 1 14 49 3 16 16 50 42 3 1 3 52 42
split_gain=475.508 92.1794 39.1623 35.4538 35.5184 29.5051 23.6011 18.101 16.036 15.0668 13.1005 14.7834 9.71368 9.30879 12.2662 7.60396 10.3241 6.39526 5.1006 3.46857 1.98869
threshold=0.10752500000000002 -0.055389999999999988 -1.0000000180025095e-35 0.089625000000000024 -0.18776499999999999 0.083670000000000008 0.10019500000000002 0.09037000000000002 0.11654500000000001 0.062655000000000016 0.12001000000000002 -0.12077499999999998 0.062365000000000011 0.31615500000000002 0.088895000000000016 0.10321000000000001 -0.029309999999999996 0.092810000000000017 0.12991000000000003 0.063595000000000013 0.089840000000000017
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 12 -3 7 -5 13 8 9 -4 10 11 -1 -2 14 17 16 -13 -6 -10 -17 -16
right_child=1 2 6 4 5 -7 -8 -9 18 -11 -12 15 -14 -15 20 19 -18 -19 -20 -21 -22
leaf_value=0.0038493149457601724 0.0031930599438509031 0.00062127924466220583 0.0026675382429381376 0.0026927800795071722 0.0043806482139949459 0.0031303964709441592 0.003172446069332428 0.0035451384991328182 0.0011524804305766822 0.0054213984350389476 0.0037478657071709281 0.0046253889671029206 0.0041323656629439886 0.0050247308809759439 0.0048905513032473976 0.0038890029887713997 0.0053532162565681982 0.0036117244474646905 0.0018625187514239351 0.0044771044276629779 0.0044252226372543564
leaf_weight=78 80 60 52 55 52 66 54 52 57 60 59 1086 55 57 60 55 61 84 63 66 52
leaf_count=78 80 60 52 55 52 66 54 52 57 60 59 1086 55 57 60 55 61 84 63 66 52
internal_value=0 0.00240657 0.00185456 0.00441904 0.00398111 0.00417205 0.0021819 0.00454201 0.00187081 0.00457738 0.00454133 0.00457609 0.00357588 0.0043974 0.00425314 0.00462079 0.00466411 0.00390586 0.0015254 0.00420994 0.00467467
internal_weight=0 421 286 1943 426 371 226 1517 172 1465 1405 1346 135 305 248 1268 1147 136 120 121 112
internal_count=2364 421 286 1943 426 371 226 1517 172 1465 1405 1346 135 305 248 1268 1147 136 120 121 112
is_linear=0
shrinkage=0.00171665


Tree=870
num_leaves=18
num_cat=0
split_feature=3 11 10 15 15 42 1446 0 156 150 0 402 43 43 151 1446 403
split_gain=13.9192 7.33268 5.25148 4.08017 7.99505 4.33743 6.96179 8.70198 5.12655 4.90635 4.04794 3.63084 3.22616 3.94293 2.45449 2.44642 1.07936
threshold=0.31534000000000006 0.093970000000000012 -0.010699999999999999 0.016500000000000004 0.082725000000000007 0.077855000000000021 0.086550000000000002 -0.048199999999999993 0.087205000000000019 0.081245000000000026 -0.12608499999999997 0.095250000000000015 -0.14495499999999997 -0.073574999999999988 -0.081864999999999979 0.037915000000000011 0.024320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 7 8 -7 12 -6 15 -4 -14 -11 -12 -13
right_child=-2 -3 3 4 10 6 -8 -9 -10 14 11 16 13 -15 -16 -17 -18
leaf_value=0.0030218770279003965 -0.0014383181981475338 -0.00074351158704541703 0.0024183355640131211 0.0039146022373545948 0.0030749751236395424 0.001730773440688552 -0.0007145754456476291 0.0039496221124154275 0.00032334203391660217 0.000542094242851473 0.0010719059073296549 0.0030160749016571054 -0.00029297913046838394 0.001116153210243339 -0.0012308586553499042 0.002314737524112302 0.0018240465646598603
leaf_weight=71 72 64 54 55 57 415 52 56 129 56 600 54 95 365 63 67 63
leaf_count=71 72 64 54 55 57 415 52 56 129 56 600 54 95 365 63 67 63
internal_value=0 0.00131306 0.00137154 0.00131778 0.00163719 0.00109502 0.00144796 0.00163549 0.00139715 0.000731384 0.00148817 0.00137272 0.000992516 0.000824994 -0.000395975 0.00119685 0.00237478
internal_weight=0 2316 2252 2181 896 1285 652 600 544 633 841 784 514 460 119 667 117
internal_count=2388 2316 2252 2181 896 1285 652 600 544 633 841 784 514 460 119 667 117
is_linear=0
shrinkage=0.00616352


Tree=871
num_leaves=30
num_cat=0
split_feature=1 1 1 12 12 12 15 4 11 43 4 4 1 15 1 4 4 15 15 15 15 133 156 4 43 1 12 43 133
split_gain=570.241 96.0836 77.0502 53.2352 50.2382 19.6835 16.6925 15.2662 14.3411 13.7192 13.4028 8.08062 7.92209 8.68579 7.47215 11.2356 6.79707 6.92174 6.38638 6.02468 8.82849 12.0998 4.75696 3.5099 3.50976 1.75173 1.73909 1.53338 1.17273
threshold=0.11156000000000001 0.13554500000000003 0.092860000000000012 0.023990000000000004 0.088105000000000003 0.091475000000000015 -0.097499999999999989 0.50373500000000015 1.0000000180025095e-35 -0.049364999999999992 -0.013125 -0.012889999999999999 0.086920000000000011 -0.035449999999999988 0.080475000000000005 -0.093344999999999997 -0.060264999999999992 -0.075694999999999985 0.094620000000000024 -0.033689999999999991 0.082725000000000007 0.085720000000000018 0.079145000000000007 0.0015850000000000003 -0.074204999999999979 0.088950000000000015 0.087765000000000024 0.0049250000000000014 0.10137500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 9 8 -4 -3 12 -2 18 -8 19 -14 15 -7 28 23 -5 22 21 -21 26 -18 -19 -15 -1 -22 -17
right_child=1 7 3 10 -6 14 11 -9 -10 -11 -12 -13 13 25 -16 16 17 24 -20 20 27 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0053073180725971524 0.0012003072790765881 0.0011586012361946283 0.0038819565460032866 0.005340335411018091 0.0039185243285556979 0.0035268806812316306 0.002974405198414673 -0.00022662303390633243 0.0060765356554778474 0.0024738838688103133 0.0037338339185346218 0.0018438173042087708 0.0038306297053782284 0.0046014674104248778 0.0051892769352135763 0.0051636724015565617 0.0051283352181178106 0.0044269678630475357 0.0044188999897041437 0.0040876641214302621 0.0051901217829014449 0.0050929931252383081 0.0059039342347928167 0.0043605151489923763 0.0037469754670290604 0.0051430820415129669 0.0048878782774812715 0.0048320005123101903 0.0047495457616091152
leaf_weight=156 67 74 57 75 92 56 65 71 57 91 64 52 53 54 67 63 56 61 64 109 327 110 52 54 82 58 66 68 67
leaf_count=156 67 74 57 75 92 56 65 71 57 91 64 52 53 54 67 63 56 61 64 109 327 110 52 54 82 58 66 68 67
internal_value=0 0.00186263 0.00466997 0.0038008 0.00266438 0.00487272 0.00293409 0.000480162 0.00503195 0.00193397 0.00454358 0.00247212 0.00497539 0.00454453 0.00452338 0.0044217 0.00455247 0.00434791 0.00491624 0.00505542 0.00493746 0.00459273 0.00531968 0.00475161 0.0040372 0.00488215 0.00518272 0.00512853 0.00495041
internal_weight=0 395 1993 377 250 1616 174 145 1110 158 203 117 1053 165 506 439 383 253 139 888 614 219 274 110 143 112 222 395 130
internal_count=2388 395 1993 377 250 1616 174 145 1110 158 203 117 1053 165 506 439 383 253 139 888 614 219 274 110 143 112 222 395 130
is_linear=0
shrinkage=0.00213444


Tree=872
num_leaves=13
num_cat=0
split_feature=2 0 47 148 48 4 16 0 159 2 0 16
split_gain=9.2629 5.94792 3.63523 3.86163 4.75429 3.59494 7.74555 5.70105 5.55297 3.36028 3.2339 1.22372
threshold=0.13733000000000004 -0.047049999999999995 0.11069000000000002 -0.079549999999999996 -0.04451999999999999 -0.17689999999999997 0.19022000000000003 0.0037850000000000002 0.10908500000000002 -0.013254999999999998 0.12358500000000001 0.048520000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 8 9 -7 -8 -4
right_child=1 -3 11 4 5 7 10 -9 -10 -11 -12 -13
leaf_value=-6.2369197162041222e-05 -0.0014205214027558507 0.001458866225146188 -0.00056624495334093433 0.003782504827381026 0.0048344369928962532 0.003445537381106843 0.00028542036947866109 -0.00087473564187397581 -0.00034820221119264669 0.0016248952414920463 0.0027908333850173569 0.0010238104922781913
leaf_weight=71 97 65 53 57 58 57 57 52 76 1638 55 52
leaf_count=71 97 65 53 57 58 57 57 52 76 1638 55 52
internal_value=0 -0.000264726 0.00155918 0.00162542 0.00168391 0.00162386 0.00264894 0.00152822 0.00159882 0.00168617 0.00151646 0.000220462
internal_weight=0 162 2226 2121 2050 1993 170 1823 1771 1695 112 105
internal_count=2388 162 2226 2121 2050 1993 170 1823 1771 1695 112 105
is_linear=0
shrinkage=0.00736598


Tree=873
num_leaves=22
num_cat=0
split_feature=3 3 43 2 2 3 2 2 12 2 13 16 52 3 12 43 156 3 2 52 3
split_gain=524.604 188.221 108.588 65.7673 60.875 32.2549 25.5687 56.6905 20.3353 19.0689 14.0693 13.0283 12.517 17.1103 11.5578 7.1908 8.31086 4.1437 4.13417 3.47595 3.23845
threshold=-0.06340999999999998 0.30112000000000005 -0.033174999999999989 0.11366500000000002 0.11500500000000001 -0.10175499999999998 0.13673000000000005 -1.0000000180025095e-35 0.11156500000000001 0.10584500000000001 -0.11122999999999998 -0.43370499999999995 -0.078074999999999992 0.092330000000000009 0.092495000000000008 0.0035900000000000007 0.087205000000000019 -0.0005399999999999999 0.087045000000000025 0.31351000000000001 -0.093224999999999988
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 6 8 12 -5 7 -2 10 -9 -1 -12 -4 17 15 16 -13 -14 -17 20 -16
right_child=1 -3 4 5 -6 -7 -8 9 -10 -11 11 14 13 -15 19 18 -18 -19 -20 -21 -22
leaf_value=0.0074674542325690145 0.0023111402304568508 0.0012255671252662851 0.0064537308989063959 0.0036481704275703477 0.0036041097602600041 0.0057361686578421322 0.0020664205994976588 0.0056902521398935948 0.0051072854756582277 0.0038497544326329286 0.0053483463212867198 0.0067054043326383967 0.0055546540351125561 0.0045885027805403402 0.0065747462018348069 0.0064035284544538057 0.0060539478616722583 0.0064257989370848489 0.0055873091553674927 0.0056865431293368837 0.0060860714332847139
leaf_weight=59 77 100 85 62 81 81 57 53 58 54 56 744 53 69 88 70 107 52 52 74 256
leaf_count=59 77 100 85 62 81 81 57 53 58 54 56 744 53 69 88 70 107 52 52 74 256
internal_value=0 0.00398476 0.00445963 0.00624498 0.00525217 0.00483105 0.00334143 0.00373627 0.00637424 0.00476162 0.00642302 0.00638042 0.0057675 0.00543213 0.00642195 0.00655236 0.00662352 0.0059863 0.00605582 0.00611833 0.00621115
internal_weight=0 681 581 1707 340 143 241 184 1564 107 1506 1447 259 174 1391 973 851 105 122 418 344
internal_count=2388 681 581 1707 340 143 241 184 1564 107 1506 1447 259 174 1391 973 851 105 122 418 344
is_linear=0
shrinkage=0.00217713


Tree=874
num_leaves=22
num_cat=0
split_feature=1 15 1 4 160 12 1 2 15 52 0 1453 2 1 1 150 1 43 12 0 43
split_gain=12.0317 8.00841 4.21028 6.21012 11.6055 7.19326 11.3448 7.16032 4.52425 4.35659 5.69687 3.6606 4.93304 3.61179 8.07666 3.09236 5.6238 3.24075 3.44069 3.23122 1.3607
threshold=0.13712000000000005 -0.41971499999999995 0.087070000000000022 -0.0086449999999999982 0.0088350000000000008 -0.010219999999999998 0.10658000000000002 0.114805 -0.26424499999999995 -0.27209499999999992 -0.072174999999999975 -0.077384999999999995 0.081460000000000019 0.10234000000000001 0.11367000000000001 0.083205000000000015 0.077800000000000022 -0.0059699999999999987 0.083795000000000022 -0.083554999999999977 -0.038674999999999994
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=2 -2 11 5 7 -4 9 13 -9 -7 20 -1 -13 -5 -15 16 17 18 -14 -19 -11
right_child=1 -3 3 4 -6 6 -8 8 -10 10 -12 12 15 14 -16 -17 -18 19 -20 -21 -22
leaf_value=7.0304719798217988e-05 0.0011274933341541796 -0.0017718025302307114 -0.00030530863646044707 0.00057124988194592777 -0.0017496080163738647 -0.00019953698554870479 0.0035467919502604 0.00091756690892599879 -0.0012274795121744782 0.00059974174695701576 0.0031873384407955416 0.0028974711938566967 0.0027176635782174335 0.0033682822083346891 0.00048894307930972636 0.0023673916166623938 -0.00015836650661827685 0.0015312008124735454 0.0015080675279429978 0.00044407929695675162 0.0015313852461862679
leaf_weight=61 53 74 70 85 67 60 83 60 68 100 52 77 87 71 57 101 77 178 626 177 104
leaf_count=61 53 74 70 85 67 60 83 60 68 100 52 77 87 71 57 101 77 178 626 177 104
internal_value=0 -0.000561382 0.00123947 0.000930602 0.000416658 0.00137757 0.00167296 0.000842466 -0.000221514 0.0011806 0.0015043 0.00143515 0.00149804 0.00148214 0.00208655 0.00141151 0.00132714 0.00143429 0.00165575 0.000989342 0.001075
internal_weight=0 127 2261 877 408 469 399 341 128 316 256 1384 1323 213 128 1246 1145 1068 713 355 204
internal_count=2388 127 2261 877 408 469 399 341 128 316 256 1384 1323 213 128 1246 1145 1068 713 355 204
is_linear=0
shrinkage=0.00569414


Tree=875
num_leaves=13
num_cat=0
split_feature=4 40 484 0 0 148 2 51 1 160 2 51
split_gain=10.3208 8.10533 5.44226 4.03636 5.05284 3.93689 3.54334 3.76754 3.11549 5.79073 4.02482 1.87351
threshold=0.59999500000000017 -0.084709999999999994 0.087150000000000019 -0.072864999999999985 -0.085669999999999982 -0.079549999999999996 -0.013254999999999998 0.12200500000000002 0.077565000000000009 0.094340000000000021 0.11444000000000001 0.14743000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -7 8 10 -10 -8 -9
right_child=-2 2 3 -5 -6 6 7 11 9 -11 -12 -13
leaf_value=-0.00099609643713529641 -0.0016201445209538176 -0.00055105805270797481 0.0026701757243747645 0.0035915513632066524 0.00032431673344733694 0.0024727111770757159 0.0010617459436516826 0.0029695548888198607 0.00050206902255095791 0.0026772817314440218 0.0024267414601911235 0.0013172510408408313
leaf_weight=73 58 60 78 54 68 70 941 56 697 52 94 53
leaf_count=73 58 60 78 54 68 70 941 56 697 52 94 53
internal_value=0 0.00106469 0.0011324 0.00212203 0.00157804 0.00103453 0.00108303 0.0010316 0.000962208 0.000653175 0.00118578 0.00216676
internal_weight=0 2296 2223 200 146 2023 1963 1893 1784 749 1035 109
internal_count=2354 2296 2223 200 146 2023 1963 1893 1784 749 1035 109
is_linear=0
shrinkage=0.00628679


Tree=876
num_leaves=13
num_cat=0
split_feature=9 48 4 15 2 147 15 11 3 2 13 15
split_gain=9.2715 5.45916 3.99735 6.00677 5.43293 6.01699 4.75941 4.50785 6.89753 3.78753 2.9035 1.17228
threshold=-1.0000000180025095e-35 0.13438000000000003 0.50373500000000015 -0.4680149999999999 0.11444000000000001 0.087210000000000024 -0.094449999999999992 0.08776500000000001 -0.15680499999999997 0.14461000000000004 0.031740000000000011 -0.058234999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -6 8 -2 11 -10 -8
right_child=1 -3 3 -5 6 -7 9 -9 10 -11 -12 -13
leaf_value=-0.0014423703458070843 0.0032541042683451073 -0.0011794681010101058 0.001323215844026068 -0.0017666917688349329 0.0038071536416832458 -0.0010377292265716753 0.0014673633240482467 -0.00085306279771761963 0.0010963655054550951 3.5970543032929878e-05 0.00017232507686547316 0.0028278446152810977
leaf_weight=74 63 52 56 56 53 65 53 55 1545 53 168 61
leaf_count=74 63 52 56 56 53 65 53 55 1545 53 168 61
internal_value=0 0.000956787 0.00100668 -0.000221102 0.0010717 0.000956473 0.0020644 0.00102731 0.00108558 0.00151088 0.00100578 0.00219597
internal_weight=0 2280 2228 112 2116 1896 220 1831 1776 167 1713 114
internal_count=2354 2280 2228 112 2116 1896 220 1831 1776 167 1713 114
is_linear=0
shrinkage=0.0066716


Tree=877
num_leaves=19
num_cat=0
split_feature=10 97 0 43 16 16 0 0 484 0 160 16 4 4 13 16 16 0
split_gain=10.3248 4.64648 2.91604 6.18861 5.14499 4.96178 4.75113 7.55134 4.8958 4.71883 3.70271 3.49443 3.4694 3.31506 2.97791 5.39165 4.96825 2.67518
threshold=-0.089679999999999982 -0.0047149999999999996 0.0060900000000000008 -0.0068249999999999986 0.041625000000000002 0.27252000000000004 -0.13740499999999997 -0.15653499999999998 0.079595000000000013 -0.085669999999999982 -0.061284999999999992 0.0039400000000000008 -0.091674999999999993 0.0049200000000000008 -0.084024999999999975 0.51148500000000008 0.23451000000000002 -0.22607999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -5 7 17 11 -10 -6 12 -8 -9 -12 16 -16 -3
right_child=1 2 3 5 10 -7 8 13 9 -11 14 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0019230943240253395 -0.0010252362009528946 0.00034414028346988217 -2.0429700196416666e-05 0.0034954140312475177 -0.0010311786698826494 0.001127991827254039 -0.00072868435855166704 -0.0016826950710540939 0.0030942408726484971 0.0009344363844451738 0.0016851285964317102 0.0023555881331701889 0.00086697032440127201 0.00027139174752914926 0.0010408582762080525 0.0015208641175976096 -0.0011979836044995931 0.0019557716940953114
leaf_weight=55 54 86 67 61 87 69 52 81 75 73 53 55 1131 52 53 69 114 67
leaf_count=55 54 86 67 61 87 69 52 81 75 73 53 55 1131 52 53 69 114 67
internal_value=0 0.000725844 0.000767992 0.00147047 0.000700388 0.00223936 0.000844017 0.000134655 0.000990346 0.00202937 6.15273e-05 0.000866082 0.000796777 -0.000918206 0.000390697 9.97245e-05 -0.000487067 0.00105031
internal_weight=0 2299 2245 197 2048 130 1672 286 1386 148 376 1238 1183 133 289 236 167 153
internal_count=2354 2299 2245 197 2048 130 1672 286 1386 148 376 1238 1183 133 289 236 167 153
is_linear=0
shrinkage=0.00604267


Tree=878
num_leaves=19
num_cat=0
split_feature=4 39 12 4 16 0 43 12 12 11 12 0 0 12 16 16 0 52
split_gain=428.587 133.996 45.207 49.829 46.4023 48.2396 33.7695 19.8153 15.8424 11.8281 12.4357 10.1444 9.72602 8.56955 8.45219 7.50077 5.02331 2.29199
threshold=0.30163500000000004 0.081875000000000017 0.054520000000000006 -0.14538499999999996 -0.0101 -0.14803999999999998 -0.065804999999999989 0.11721500000000001 -0.042789999999999988 1.0000000180025095e-35 0.093270000000000006 -0.10120999999999998 -0.068669999999999995 1.0000000180025095e-35 0.27552000000000004 -0.43370499999999995 -0.063109999999999986 -0.45478499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 12 9 15 11 -11 -4 -3 -10 16 -2 -13 -16
right_child=8 6 7 4 -6 -7 -8 -9 13 10 -12 14 -14 -15 17 -17 -18 -19
leaf_value=0.0061657279047117345 0.0023736353248591962 0.0036444405833110784 0.0051336138713541681 0.0063818854186937675 0.002396262113418902 0.0033759661425725044 0.0050706206482909258 0.0047912137892850174 0.0034143163982460405 0.0072436428395124463 0.0058124933217277869 0.0060262944382645095 0.0023305983093952075 0.002303576609796497 0.0057113862058360979 0.0011556787201535499 0.0053095989177408516 0.005106744934108667
leaf_weight=97 52 57 86 58 54 52 60 80 81 71 56 1190 59 64 62 52 53 70
leaf_count=97 52 57 86 58 54 52 60 80 81 71 56 1190 59 64 62 52 53 70
internal_value=0 0.00558283 0.00575547 0.00487834 0.00411674 0.00496113 0.00369048 0.00589271 0.0024401 0.00594818 0.00661278 0.00589039 0.0029764 0.00292423 0.00593771 0.00176489 0.00599575 0.00539093
internal_weight=0 2105 1929 261 164 110 176 1668 249 1588 127 1461 116 145 1375 104 1243 132
internal_count=2354 2105 1929 261 164 110 176 1668 249 1588 127 1461 116 145 1375 104 1243 132
is_linear=0
shrinkage=0.00226508


Tree=879
num_leaves=23
num_cat=0
split_feature=1 43 13 16 16 16 16 51 11 43 0 1447 43 133 15 0 403 43 456 0 43 13
split_gain=5.84159 7.13552 6.64915 6.56188 10.4039 7.75515 6.28273 5.72917 3.09175 7.95456 6.00531 2.63767 2.77434 3.13273 4.48122 6.49994 2.36859 2.44957 2.11967 1.74545 2.11174 1.65964
threshold=0.10293500000000001 -0.073574999999999988 -0.073099999999999984 -0.17699999999999996 0.022165000000000004 -0.49996499999999994 -0.0062149999999999992 -0.069944999999999993 0.079300000000000009 -0.14265999999999998 -0.078664999999999985 -0.086059999999999984 -0.072469999999999993 -0.010739999999999998 -0.074959999999999985 -0.10075499999999998 -0.069569999999999979 -0.097279999999999991 0.041000000000000002 -0.088484999999999994 -0.0040649999999999983 -0.029529999999999997
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=8 2 -2 5 -5 -3 -4 -6 9 10 -1 -11 16 19 -15 -16 -13 -18 -19 21 -21 -14
right_child=1 3 6 4 7 -7 -8 -9 -10 11 -12 12 13 14 15 -17 17 18 -20 20 -22 -23
leaf_value=0.0015870647336329023 0.00085134883031098927 0.00057803744727303208 -0.00043667534305692128 -0.0017029287376891192 7.0228683754663995e-06 0.0039794946485217182 -0.0035777416856288191 0.0029743167633686442 -0.00034438486285809816 0.0021848604306177726 0.0045662238728051514 -5.7507887100600589e-05 0.0011152812722077707 0.001819201742257926 -0.0022274246011759909 0.00036900580232243353 0.0028811673864745555 0.0015402065988899371 0.00025879781623666399 0.0020448397807970383 0.00091378120201048051 -0.00037382130766720891
leaf_weight=85 75 73 73 89 67 58 53 59 71 85 53 53 86 82 53 376 54 346 76 140 185 62
leaf_count=85 75 73 73 89 67 58 53 59 71 85 53 53 86 82 53 376 54 346 76 140 185 62
internal_value=0 0.00025563 -0.000784311 0.000859972 0.000113463 0.00208459 -0.00175851 0.00139706 0.00107452 0.0011326 0.00273177 0.00099445 0.000927524 0.000709431 0.000332421 4.80619e-05 0.00133306 0.00148805 0.00130961 0.00111657 0.00140123 0.000490967
internal_weight=0 547 201 346 215 131 126 126 1807 1736 138 1598 1513 984 511 429 529 476 422 473 325 148
internal_count=2354 547 201 346 215 131 126 126 1807 1736 138 1598 1513 984 511 429 529 476 422 473 325 148
is_linear=0
shrinkage=0.00694113


Tree=880
num_leaves=14
num_cat=0
split_feature=106 10 160 10 2 12 16 52 147 12 2 1427 16
split_gain=8.04153 10.4485 6.95441 4.95514 4.17464 5.85999 4.89319 13.7513 3.81309 4.14453 16.4098 4.13983 2.65789
threshold=0.016890000000000006 -0.062879999999999978 -0.54119499999999987 1.0000000180025095e-35 0.11366500000000002 -0.081314999999999985 0.0023100000000000004 -0.23125999999999997 0.08789000000000001 -0.013764999999999998 0.097070000000000004 0.078535000000000008 -0.096494999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 12 -8 9 10 -4 -11 -7
right_child=-2 2 3 -5 5 6 7 -9 -10 11 -12 -13 -14
leaf_value=-0.0019196110386619537 0.0030877668375381994 0.0027658805388530321 0.0043712598146323136 -0.0010289788493008662 0.0019285030676064365 -0.00012832342074591127 0.0011539745534945062 -0.0029646545352970612 0.0024278080635102566 0.00068907279911461497 -0.00033939315939879062 0.0023069761971295901 0.0015341057872029669
leaf_weight=54 53 62 53 58 55 94 53 67 56 1565 55 60 56
leaf_count=54 53 62 53 58 55 94 53 67 56 1565 55 60 56
internal_value=0 0.000706513 0.000770021 0.000713019 0.000760843 0.000130597 -0.000235404 -0.00114506 0.000875301 0.000825096 0.00197172 0.00074885 0.000491887
internal_weight=0 2288 2234 2172 2114 325 270 120 1789 1733 108 1625 150
internal_count=2341 2288 2234 2172 2114 325 270 120 1789 1733 108 1625 150
is_linear=0
shrinkage=0.00604267


Tree=881
num_leaves=23
num_cat=0
split_feature=1 2 16 0 47 11 15 51 2 1 2 155 13 1 16 51 51 13 13 160 0 15
split_gain=555.651 127.471 79.5124 28.068 24.1664 23.667 22.3073 20.5683 19.2423 30.3259 16.3093 12.1602 9.31272 9.25231 5.57305 4.3456 4.63662 4.13147 6.20811 4.09301 6.07052 2.82578
threshold=0.10141500000000002 0.12051500000000002 0.07277500000000002 0.12539500000000003 0.078345000000000012 1.0000000180025095e-35 -0.076519999999999991 0.096025000000000013 0.089885000000000007 0.088595000000000021 0.14794000000000004 0.10158500000000002 -0.013359999999999999 0.095510000000000012 0.21684500000000004 -0.080414999999999986 -0.097374999999999975 -0.08866499999999998 -0.066659999999999983 0.030935000000000004 -0.097074999999999981 -0.069404999999999981
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 4 5 6 8 12 10 13 14 -3 -4 -2 15 17 16 -1 -10 -19 20 -17 -16
right_child=1 7 11 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 21 19 -18 18 -20 -21 -22 -23
leaf_value=0.0060896268871702902 0.001737901264890173 0.0017758874663938373 0.0047364618890412876 0.0041225829563415169 0.0044702809880346377 0.0069066266417291472 0.0038435770657307407 0.0027899856085984512 0.0050864177306366894 0.0037975240671515868 0.00014699489666411013 0.0062257708519359552 0.0029161146644241403 0.0050165031661508598 0.0054568239058151984 0.0068266052931701517 0.0052679750879643644 0.0061287296116886826 0.0055281993332191078 0.0055830627699765805 0.0060186726657034031 0.0047406507290634475
leaf_weight=59 69 78 56 55 63 89 78 53 56 56 53 57 69 58 58 52 90 141 242 99 653 57
leaf_count=59 69 78 56 55 63 89 78 53 56 56 53 57 69 58 58 52 90 141 242 99 653 57
internal_value=0 0.00315458 0.00388466 0.00571683 0.00323522 0.00576809 0.00287488 0.00159906 0.00570556 0.00538739 0.00111705 0.00548792 0.00232718 0.00589751 0.00554806 0.0059511 0.00559349 0.00566484 0.00574935 0.00601735 0.0060783 0.00510206
internal_weight=0 576 392 1765 279 1710 216 184 1621 610 131 113 138 1011 554 953 149 439 383 804 705 115
internal_count=2341 576 392 1765 279 1710 216 184 1621 610 131 113 138 1011 554 953 149 439 383 804 705 115
is_linear=0
shrinkage=0.00226508


Tree=882
num_leaves=29
num_cat=0
split_feature=3 3 15 16 48 3 43 43 3 1447 47 15 15 3 16 16 3 160 3 15 160 16 15 13 3 133 43 15
split_gain=319.235 119.639 64.6029 46.2852 45.847 33.4995 50.0468 17.4862 17.3 11.9713 10.6405 18.8427 8.25302 18.8842 42.6278 35.0564 7.442 6.53517 6.27543 6.29936 4.39656 2.92785 2.19968 1.88319 1.86362 1.26198 1.74898 1.10218
threshold=-0.058704999999999993 0.31370500000000007 -0.37478999999999996 -0.39442499999999997 0.11865500000000002 0.11745500000000002 -0.049364999999999992 -0.088994999999999991 -0.14265999999999998 -0.082954999999999987 0.077555000000000013 -1.0000000180025095e-35 0.082725000000000007 -0.097574999999999981 0.15737500000000001 -0.0081349999999999981 -0.079594999999999985 -0.078874999999999987 -0.10919499999999999 0.090125000000000011 0.0047600000000000012 -0.0021749999999999994 0.03981500000000001 -0.078114999999999976 -0.073159999999999989 0.032620000000000003 -0.0041999999999999997 0.097020000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 6 7 -4 -1 22 11 -8 13 14 15 -11 20 -18 -14 25 21 -15 -5 -21 -19 26 -20 -25
right_child=1 -3 4 9 -6 -7 10 -9 -10 12 -12 -13 18 16 -16 -17 17 24 19 23 -22 -23 -24 27 -26 -27 -28 -29
leaf_value=0.0038711194476401343 0.0030013994966706227 0.0019175999920551508 0.0054275142561044107 0.0065204823037460485 0.0030998631052354011 0.0037265608842421854 0.0050960560177691905 0.0038643532262154731 0.0055222078444223744 0.005710453649697766 0.0069195439681839378 0.006503384484267221 0.0070045808409074329 0.0060636947865775667 0.0065343010977263532 0.0033618190774725447 0.006442442897177862 0.0057917511357146092 0.0066662240635276104 0.0062593342315947808 0.0067696341336769906 0.0065295889986430912 0.0071288508919455755 0.0060455255605918537 0.0052959181146041293 0.0061791813562761828 0.0063025556114115451 0.0057242182280304813
leaf_weight=53 90 83 52 53 53 60 85 88 64 59 52 89 52 193 87 57 59 92 143 93 86 93 59 104 58 72 111 101
leaf_count=53 90 83 52 53 53 60 85 88 64 59 52 89 52 193 87 57 59 92 143 93 86 93 59 104 58 72 111 101
internal_value=0 0.00431201 0.00466124 0.0060705 0.00497307 0.00520607 0.00544854 0.00444512 0.00477447 0.00616694 0.00607004 0.00581603 0.00611521 0.00596562 0.00540429 0.00455658 0.00616171 0.00583806 0.00628865 0.00622895 0.00634349 0.00621527 0.00684117 0.0060035 0.00560018 0.00643497 0.00650739 0.00588733
internal_weight=0 652 569 1689 479 426 366 140 117 1572 226 174 1460 784 203 116 581 209 676 624 372 286 112 298 150 326 254 205
internal_count=2341 652 569 1689 479 426 366 140 117 1572 226 174 1460 784 203 116 581 209 676 624 372 286 112 298 150 326 254 205
is_linear=0
shrinkage=0.00213444


Tree=883
num_leaves=19
num_cat=0
split_feature=1 52 1 1 4 3 12 15 4 12 4 15 40 12 4 4 1 16
split_gain=540.124 110.204 51.1228 37.2995 41.2643 35.563 26.0316 18.0681 17.3591 24.9629 16.4411 18.3254 10.6813 10.2632 9.35327 8.42093 5.54957 4.77936
threshold=0.10557500000000002 -0.40011499999999994 0.12419000000000001 0.095285000000000022 -0.013125 -0.029309999999999996 0.11685000000000002 -0.15150999999999998 -0.47860499999999995 0.077755000000000005 0.30163500000000004 -0.42759999999999992 -1.0000000180025095e-35 -0.054684999999999991 0.032965000000000001 -0.14538499999999996 0.079020000000000021 -0.11010999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 15 -3 7 -1 -9 13 -4 -12 -7 -10 16 -5 -11 -16
right_child=1 2 10 4 -6 12 -8 8 9 14 11 -13 -14 -15 17 -17 -18 -19
leaf_value=0.0078131624437967305 0.006662541224279752 0.0049146891811207129 0.0030123682933736714 0.0069619338523932177 0.0039396778666994639 0.0038288366337383183 0.0047071059362589866 0.0076680079493756268 0.0062847036355824929 0.0066235544284773155 0.0024339095815208911 0.00060279377705660993 0.0024066269575291782 0.0049340276153956577 0.0062242155218258984 0.0055813133800392146 0.0062175255597276338 0.0053314739259613976
leaf_weight=57 55 96 75 52 82 52 53 63 52 918 70 62 82 98 98 55 263 58
leaf_count=57 55 96 75 52 82 52 53 63 52 918 70 62 82 98 98 55 263 58
internal_value=0 0.00339131 0.00297954 0.006282 0.0052492 0.00377524 0.00639957 0.00645538 0.00640543 0.00635192 0.0020953 0.00157404 0.00295872 0.00540244 0.00645842 0.00625251 0.00653316 0.00589247
internal_weight=0 492 437 1849 189 230 1660 1607 1550 1487 207 132 134 150 1337 107 1181 156
internal_count=2341 492 437 1849 189 230 1660 1607 1550 1487 207 132 134 150 1337 107 1181 156
is_linear=0
shrinkage=0.0024518


Tree=884
num_leaves=20
num_cat=0
split_feature=1 52 1 1 4 0 2 2 4 2 11 1 2 52 15 2 52 4 4
split_gain=677.191 129.227 82.523 54.7729 55.052 51.642 49.5423 31.5249 21.5981 21.4795 20.5294 10.481 26.9004 11.8116 9.10215 6.68821 5.11511 4.79153 4.69145
threshold=0.10557500000000002 -0.40011499999999994 0.12419000000000001 0.095025000000000012 -0.033449999999999987 0.062580000000000011 1.0000000180025095e-35 0.14721500000000001 0.42098500000000005 0.10060500000000001 1.0000000180025095e-35 0.080270000000000022 0.085885000000000017 0.31387000000000004 -0.074959999999999985 0.085775000000000004 0.033770000000000008 0.066275000000000014 -0.0062699999999999987
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 6 5 -5 9 -3 8 -4 10 11 13 18 15 -11 -1 -16 -8 -13
right_child=1 2 7 4 -6 -7 17 -9 -10 14 -12 12 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0058762363486319011 0.0054340419666599818 0.0042120476151390014 0.0025580907296869882 0.0052197644418603825 0.0029329296963571268 0.0034845795996047853 0.0016809163278543708 -0.00016822097284256046 0.00084117596148866841 0.0053517092649087421 0.0065935749066247168 0.0052265826903494846 0.0037653828344751338 0.0046628583495255246 0.0040433283666953222 0.005470436370901984 0.0048315527728288957 0.0024520352903990516 0.005925660871966925
leaf_weight=269 55 79 59 97 95 69 64 71 77 81 71 226 58 67 71 609 81 87 55
leaf_count=269 55 79 59 97 95 69 64 71 77 81 71 226 58 67 71 609 81 87 55
internal_value=0 0.00235036 0.0019622 0.00516812 0.00408838 0.00529321 0.00284219 0.00098432 0.00158618 0.00537179 0.00547484 0.00541296 0.00509014 0.00552874 0.00477239 0.00559479 0.00446352 0.00212535 0.00536349
internal_weight=0 492 437 1849 192 1657 230 207 136 1588 1355 1284 339 945 233 878 152 151 281
internal_count=2341 492 437 1849 192 1657 230 207 136 1588 1355 1284 339 945 233 878 152 151 281
is_linear=0
shrinkage=0.00213444


Tree=885
num_leaves=22
num_cat=0
split_feature=1 52 2 2 39 2 52 1 1 2 48 159 150 3 3 43 49 52 2 2 133
split_gain=786.034 127.486 68.6794 101.037 65.5066 42.9294 28.8809 40.378 27.9317 15.7126 12.4732 10.4541 10.4729 8.22319 7.80599 6.3693 7.70287 6.73674 4.18523 4.40376 2.4615
threshold=0.10508500000000001 -0.40809499999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.081875000000000017 0.090000000000000011 -0.54604999999999992 0.089840000000000017 0.13630500000000004 0.11378000000000001 0.082225000000000006 0.088800000000000004 0.087865000000000013 -0.11255999999999998 1.0000000180025095e-35 -0.081799999999999984 0.10000000000000002 -1.0000000180025095e-35 0.079570000000000016 0.083760000000000015 0.037060000000000003
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=4 -2 3 -3 5 11 -7 9 10 15 14 12 13 -1 -4 17 -17 -8 20 -20 -15
right_child=1 2 8 -5 -6 6 7 -9 -10 -11 -12 -13 -14 18 -16 16 -18 -19 19 -21 -22
leaf_value=0.0066031892472915099 0.0054300731520698104 0.0016508585646985959 0.00084829031925853185 0.00503923800078699 0.0036149949339399365 0.006384952367902581 0.0060413216860443182 0.0031994605135540655 0.00044860883675810061 0.0042824494245285762 0.0024205447157676567 0.0050031161499045178 0.0049792419786372144 0.0056482504711555144 0.0019451053381051759 0.0051720632506051332 0.0042973971094110684 0.0051364131698276418 0.0064144441847788138 0.0057909430306837383 0.0051744488746555545
leaf_weight=53 53 89 59 68 95 60 68 58 92 101 90 94 74 201 55 273 53 78 56 492 65
leaf_count=53 53 89 59 68 95 60 68 58 92 101 90 94 74 201 55 273 53 78 56 492 65
internal_value=0 0.00235904 0.00199969 0.00311858 0.00530743 0.00540057 0.0049964 0.00486433 0.00140614 0.00503281 0.00183786 0.00567039 0.00573702 0.00580167 0.00137765 0.00519333 0.00502993 0.00555803 0.00574946 0.0058547 0.00553256
internal_weight=0 506 453 157 1821 1726 691 631 296 573 204 1035 941 867 114 472 326 146 814 548 266
internal_count=2327 506 453 157 1821 1726 691 631 296 573 204 1035 941 867 114 472 326 146 814 548 266
is_linear=0
shrinkage=0.00209259


Tree=886
num_leaves=21
num_cat=0
split_feature=1 4 39 0 1 1 15 14 4 4 0 0 4 0 43 131 160 4 4 43
split_gain=488.137 67.5017 42.0228 35.8774 27.7448 23.9049 24.9225 21.3348 19.5824 13.409 13.2347 15.6354 15.6542 15.1468 5.09074 3.93574 3.33025 5.8254 2.62749 1.03604
threshold=0.104035 0.27287000000000006 0.081875000000000017 -0.13892999999999997 0.13368000000000005 0.11400500000000001 -0.40992999999999996 0.076175000000000007 0.036620000000000007 0.51400500000000016 -0.13010499999999997 -0.075914999999999996 -0.46376499999999993 -0.045754999999999997 -0.0047649999999999993 0.087705000000000019 -0.23413499999999995 -0.0086449999999999982 0.082475000000000007 -0.076124999999999984
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 3 7 -2 14 -3 9 8 10 -7 -1 16 -13 -14 15 -5 19 -18 -10 -12
right_child=1 5 -4 4 -6 6 -8 -9 18 -11 11 12 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0045790422660750398 0.0022022297683838453 0.0033377402666050632 0.0040198592169722576 0.0038913845613238584 0.0027410537159014755 0.0030564930078056185 0.0002702844736998089 0.0070796873551079165 0.0051842375163196489 0.0014851715160892627 0.0053391715366999763 0.0061481156896552583 0.0053348377676184144 0.0040008440163072558 0.0052096946626339199 0.004808491263790105 0.0058465625357832628 0.0063196686749595879 0.0046407587753869587 0.0057803479925336524
leaf_weight=57 65 59 93 52 55 55 54 56 99 67 71 98 226 60 62 53 704 184 102 55
leaf_count=57 65 59 93 52 55 55 54 56 99 67 71 98 226 60 62 53 704 184 102 55
internal_value=0 0.00297594 0.00556356 0.00374288 0.00419386 0.0020392 0.00160375 0.0056474 0.00559895 0.00219376 0.00569431 0.00573976 0.00533409 0.00505507 0.00467218 0.00435454 0.00589337 0.00594462 0.00490857 0.00553195
internal_weight=0 522 1805 287 222 235 176 1712 1656 122 1455 1398 384 286 167 105 1014 888 201 126
internal_count=2327 522 1805 287 222 235 176 1712 1656 122 1455 1398 384 286 167 105 1014 888 201 126
is_linear=0
shrinkage=0.00235659


Tree=887
num_leaves=20
num_cat=0
split_feature=4 4 51 10 12 50 4 4 4 12 51 11 4 43 12 12 160 4 12
split_gain=11.4771 4.78624 4.4077 4.61773 4.70839 4.22507 4.34179 5.81822 9.11774 3.93859 3.57426 3.43368 3.17497 4.03285 3.55434 2.46521 4.20384 2.39141 0.734139
threshold=0.024315000000000003 0.056640000000000003 -0.22361999999999996 -0.0087699999999999983 -0.007389999999999999 -0.068989999999999982 0.26450500000000005 0.50113000000000019 0.59999500000000017 0.023990000000000004 -0.085574999999999984 0.079300000000000009 -0.082249999999999976 -0.0041999999999999997 0.084115000000000009 0.08654000000000002 -0.081539999999999987 0.41181500000000004 0.095815000000000011
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 -1 -4 -5 -3 9 17 -9 -7 15 12 13 -12 -14 16 -6 -8 -11
right_child=1 5 3 4 10 6 7 8 -10 18 11 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0036509933320548566 -0.00036061970775026016 -0.00030443746599514965 0.003619665550533723 0.00060730282582665033 0.0022152012173738936 0.0035046621262025991 0.00086264698349017212 0.0031736925590160055 5.7452652631444621e-06 0.0019641920083387351 0.0027399136804352156 0.00047821979173481058 0.0007954825794989211 0.0013862910825655614 0.0018822565722586724 0.0018294501172359582 0.0045288586935066143 -0.00071458587429962619 0.0010446335234379571
leaf_weight=55 75 55 56 95 59 53 69 76 55 73 287 60 122 106 797 63 52 66 53
leaf_count=55 75 55 56 95 59 53 69 76 55 73 287 60 122 106 797 63 52 66 53
internal_value=0 0.00103428 0.00199914 0.00194556 0.00188839 0.00124364 0.00143512 0.000954661 0.00184412 0.00214874 0.00196708 0.00186549 0.00192889 0.00237498 0.00173805 0.0027677 0.00329965 9.10869e-05 0.0015779
internal_weight=0 575 1752 1697 1641 500 445 266 131 179 1546 1372 1312 393 919 174 111 135 126
internal_count=2327 575 1752 1697 1641 500 445 266 131 179 1546 1372 1312 393 919 174 111 135 126
is_linear=0
shrinkage=0.00592419


Tree=888
num_leaves=22
num_cat=0
split_feature=1 0 0 2 3 52 0 15 3 0 3 1 13 43 47 151 475 2 12 15 0
split_gain=6.21721 9.74213 7.17979 7.97722 12.5294 9.59822 8.58691 7.36119 5.70985 5.4368 5.20882 4.85593 4.03181 3.75214 2.69539 2.10072 2.65104 1.81158 1.78364 1.67712 1.63618
threshold=0.089405000000000012 0.062580000000000011 0.0037850000000000002 0.09036000000000001 0.10449500000000002 -0.070104999999999987 -0.19242499999999998 -0.19301999999999997 -0.0053599999999999993 0.040035000000000008 0.31343500000000007 0.10658000000000002 -0.11122999999999998 -0.082144999999999982 0.077555000000000013 -0.085604999999999987 -0.082014999999999991 0.090715000000000004 0.093175000000000022 0.094425000000000023 -0.089704999999999993
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=9 2 3 8 5 -5 -6 -7 11 12 -8 13 -1 -2 15 -14 -17 20 -15 -19 -18
right_child=1 -3 -4 4 6 7 10 -9 -10 -11 -12 -13 14 18 -16 16 17 19 -20 -21 -22
leaf_value=0.0031443901243363172 0.00015169673986267074 0.0028123797631527656 -0.001152170448227007 0.00085768399822753745 -0.00037814164465203067 -0.00032015986397135614 0.0035877090456804539 -0.0032259810506367502 4.8038720664960369e-05 0.00027254956626255667 0.0011447759876202512 0.0028718564105267076 0.0024404014892658644 0.0023564105424172693 0.0024990662073950945 0.00061334603459745681 0.0023531172939027646 0.0010444394209819098 0.0011631438093377283 0.0017843100842222777 0.0016262817818234897
leaf_weight=57 58 84 54 78 52 57 55 52 68 90 54 97 78 86 102 98 121 282 72 145 487
leaf_count=57 58 84 54 78 52 57 55 52 68 90 54 97 78 86 102 98 121 282 72 145 487
internal_value=0 0.00100539 0.000811459 0.000956994 0.000345742 -0.000636903 0.00148744 -0.00170697 0.00151515 0.00160245 0.002378 0.00183369 0.00168978 0.0013672 0.00162658 0.00155305 0.00149191 0.00157504 0.00181302 0.00129582 0.00177103
internal_weight=0 867 783 729 348 187 161 109 381 1460 109 313 1370 216 1313 1211 1133 1035 158 427 608
internal_count=2327 867 783 729 348 187 161 109 381 1460 109 313 1370 216 1313 1211 1133 1035 158 427 608
is_linear=0
shrinkage=0.00558249


Tree=889
num_leaves=26
num_cat=0
split_feature=4 3 43 133 12 51 1 133 156 159 3 3 4 4 47 3 39 1 159 1 1213 403 4 3 52
split_gain=5.42992 3.62847 7.85465 8.96707 3.62804 3.08303 4.78888 4.54615 3.79474 3.5596 5.64593 5.45838 4.92764 3.51859 4.22946 3.39006 2.74026 2.46765 2.17732 1.97019 2.65898 1.49636 1.11914 0.604786 0.12769
threshold=0.024315000000000003 0.11745500000000002 -0.00067499999999999993 -1.0000000180025095e-35 0.08073000000000001 -0.085574999999999984 0.090540000000000023 -0.080849999999999991 0.087205000000000019 -0.032739999999999991 -0.008649999999999998 -0.15500999999999998 -0.073424999999999976 -0.0025749999999999996 0.078345000000000012 0.10812000000000001 0.088025000000000006 0.13630500000000004 0.08351500000000002 0.087455000000000019 0.0026950000000000008 0.090880000000000016 0.065590000000000009 -0.079324999999999993 0.086065000000000016
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 16 -4 -5 6 8 19 -1 12 11 -11 -9 14 -13 -12 18 -3 22 20 21 24 -2 -14 -7
right_child=1 17 3 4 -6 7 -8 9 -10 10 15 13 23 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0036983183641650179 -0.00024236688260089362 -0.0011121897903776062 1.3207380915983022e-05 0.0037767525071950954 0.0017188321724104809 0.00070436257032173541 0.00086483396558260624 0.0032183772427984078 0.0018447908070190785 -0.00067003272884012593 -0.0010759511529028227 0.00097211081150543977 0.00074491232200457104 0.0023998070263103058 0.0024383182574434993 0.00086782767334396603 -0.00050158765568529171 0.00061699942133147049 0.0016438239567644524 0.0028989659018422162 0.0027752190856999326 0.0020374471712608852 0.00074052522683731652 0.0015149626083876182 0.0011029884036367302
leaf_weight=57 62 54 55 60 52 53 88 56 97 53 66 727 54 74 70 52 86 53 58 52 53 59 95 87 54
leaf_count=57 62 54 55 60 52 53 88 56 97 53 66 727 54 74 70 52 86 53 58 52 53 59 95 87 54
internal_value=0 0.000690441 0.000906754 0.0018972 0.00282183 0.00132841 0.00192552 0.00123267 0.00253123 0.00108644 0.000953605 0.0011034 0.00178872 0.00121138 0.00110096 -0.000218855 0.000357035 -0.000255107 0.000700767 0.00190103 0.00166379 0.00130858 0.00035199 0.00122048 0.000906106
internal_weight=0 575 468 167 112 1752 242 1510 154 1239 1042 924 197 871 797 118 301 107 215 271 219 166 157 141 107
internal_count=2327 575 468 167 112 1752 242 1510 154 1239 1042 924 197 871 797 118 301 107 215 271 219 166 157 141 107
is_linear=0
shrinkage=0.00569414


Tree=890
num_leaves=18
num_cat=0
split_feature=1 52 1 123 12 14 2 4 4 4 16 43 2 52 16 3 1
split_gain=544.69 130.608 84.6116 63.551 41.3155 36.209 25.7674 17.8147 14.9304 13.6095 12.7706 9.68849 8.92685 10.8636 6.45712 16.5163 5.90044
threshold=0.104035 -0.41304999999999997 0.13630500000000004 1.0000000180025095e-35 0.023990000000000004 0.062655000000000016 0.11585500000000001 0.50373500000000015 0.056815000000000011 0.082475000000000007 -0.0093349999999999978 -0.049364999999999992 0.092365000000000017 0.39765000000000006 0.31615500000000002 -0.093979999999999994 0.087070000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 6 9 -4 10 12 -3 -10 13 16 15 -14 -1
right_child=1 2 7 -5 -6 -7 -8 -9 11 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.0059459716451324114 0.0061690892994403701 0.0025320997920393364 0.0014771660868063384 0.0033136335642334784 0.0042691601941518059 0.0073871038967324235 0.0043389869957194422 -0.00032482614732794375 0.0020932146343377958 0.0047425175180483914 0.00081279918158879024 0.0034125557624105972 0.0039289490886325659 0.0048127265648822293 0.0060050868637337128 0.0054446884156429684 0.0055205635143258146
leaf_weight=796 58 52 68 76 97 66 102 64 55 102 52 86 52 66 73 260 263
leaf_count=796 58 52 68 76 97 66 102 64 55 102 52 86 52 66 73 260 263
internal_value=0 0.00269595 0.00227091 0.00551011 0.00291449 0.00560388 0.0055352 0.000603275 0.00237804 0.00561088 0.0016727 0.0028981 0.00566952 0.00578008 0.00534636 0.00519215 0.00584035
internal_weight=0 532 474 1856 342 1780 1714 132 245 1612 104 141 1510 1125 385 312 1059
internal_count=2388 532 474 1856 342 1780 1714 132 245 1612 104 141 1510 1125 385 312 1059
is_linear=0
shrinkage=0.0024518


Tree=891
num_leaves=9
num_cat=0
split_feature=1 1186 9 1375 14 456 47 51
split_gain=16.4728 5.89555 4.96259 5.44986 7.73114 4.77285 4.12067 4.10008
threshold=0.14123000000000005 0.083785000000000012 -1.0000000180025095e-35 -0.097394999999999982 0.019675000000000002 0.089235000000000023 0.11842500000000002 -0.10830999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00050902589391005944 -0.0013215636238571575 0.003009275239088333 -0.00067661621136581558 0.0020414832671280868 0.0030366525471660195 -0.00032780786853466173 0.0027132164557706843 0.0011059520543430469
leaf_weight=60 93 63 52 182 83 70 65 1720
leaf_count=60 93 63 52 182 83 70 65 1720
internal_value=0 0.00122142 0.00117093 0.00121737 0.00126385 0.00119159 0.00124569 0.00119551
internal_weight=0 2295 2232 2172 2120 2037 1967 1902
internal_count=2388 2295 2232 2172 2120 2037 1967 1902
is_linear=0
shrinkage=0.00592419


Tree=892
num_leaves=10
num_cat=0
split_feature=1 1186 481 160 9 150 41 15 15
split_gain=11.3956 4.07758 3.88366 6.45521 3.5048 4.44991 4.75628 3.23497 2.68861
threshold=0.14123000000000005 0.083785000000000012 0.0028200000000000005 -0.53447999999999996 -1.0000000180025095e-35 0.09487000000000001 0.075585000000000013 -0.42075999999999997 -0.043644999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -7
right_child=-2 -3 -4 4 5 8 -8 -9 -10
leaf_value=-0.0013327654158400953 -0.0015390865907605967 0.0035045872204085308 0.0033948580342526044 -0.00059280910460589352 -0.00045076911976431013 0.0014918450146774772 0.0033637464746054157 0.0015233569080690612 -0.00069841132740852674
leaf_weight=62 93 63 63 60 59 62 95 1729 102
leaf_count=62 93 63 63 60 59 62 95 1729 102
internal_value=0 0.00142247 0.00136366 0.00130462 0.00138227 0.00144021 0.00155435 0.00145817 0.000129072
internal_weight=0 2295 2232 2169 2107 2047 1883 1788 164
internal_count=2388 2295 2232 2169 2107 2047 1883 1788 164
is_linear=0
shrinkage=0.00829529


Tree=893
num_leaves=23
num_cat=0
split_feature=1 1 155 0 159 14 4 4 39 2 4 1 0 0 0 13 50 156 42 4 4 133
split_gain=497.663 109.696 78.2878 58.4525 29.2692 28.0633 21.6519 21.4098 19.7948 20.3371 19.3193 15.5845 17.7147 11.8387 9.12303 7.58238 6.00209 5.83387 4.94763 2.20366 2.55304 1.10563
threshold=0.10141500000000002 0.13630500000000004 0.089885000000000007 -0.066849999999999979 -1.0000000180025095e-35 0.062655000000000016 0.50373500000000015 0.054560000000000004 0.087880000000000014 0.10244500000000002 -0.033449999999999987 0.081540000000000015 0.040035000000000008 -0.11208499999999998 -0.079249999999999987 -0.0011949999999999997 0.10883000000000001 0.087205000000000019 0.090445000000000011 -0.022999999999999996 -0.07878499999999998 0.078935000000000019
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 4 5 -2 7 -3 13 9 -6 11 12 -5 -1 16 -11 17 -15 21 20 -16 -9
right_child=1 6 -4 10 8 -7 -8 18 -10 15 -12 -13 -14 14 19 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0036790898507440507 0.0035690421415954946 0.0013535020574392451 0.0048347286250037241 0.0040308289241654353 0.0031639916636480364 0.0056430458907449077 -0.00022779435144244965 0.0037641451672826161 0.0013021265919856517 0.0015002692050239904 0.0025241942509148818 0.0044734486435302669 0.0025674998551452307 0.0046909456369097127 0.0039893025062751998 0.0023633168376525041 0.0041264256589235628 0.0041278847021737359 0.0032002569464265871 0.0038047524487143758 0.0044172435234831886 0.0041454250186544256
leaf_weight=76 62 71 55 66 85 68 64 75 90 73 71 70 63 737 88 87 102 80 53 52 148 52
leaf_count=76 62 71 55 66 85 68 64 75 90 73 71 70 63 737 88 87 102 80 53 52 148 52
internal_value=0 0.00216367 0.00262955 0.00425446 0.00232399 0.00440369 0.000603695 0.00434607 0.0020935 0.00238412 0.00340818 0.00372347 0.00331634 0.0044355 0.00448311 0.00196968 0.00457932 0.00463584 0.00370849 0.00417604 0.00425776 0.00392043
internal_weight=0 587 452 1801 397 1531 135 1463 335 245 270 199 129 1283 1207 160 919 817 180 288 236 127
internal_count=2388 587 452 1801 397 1531 135 1463 335 245 270 199 129 1283 1207 160 919 817 180 288 236 127
is_linear=0
shrinkage=0.00197189


Tree=894
num_leaves=33
num_cat=0
split_feature=1 4 1 12 2 1 4 12 4 2 12 2 16 4 39 2 43 1 15 4 13 43 133 15 12 4 133 15 456 43 50 50
split_gain=563.705 120.694 95.4619 78.1418 42.2349 28.1649 23.7605 20.9926 19.6239 19.427 22.7626 19.8635 15.1418 13.7504 9.75719 9.26171 7.02539 6.67094 6.08035 5.87873 4.38823 7.67637 2.94494 2.59133 2.44162 2.2961 2.06979 1.63467 1.34777 0.988419 0.810323 1.2097
threshold=0.10141500000000002 -0.37626499999999991 0.13630500000000004 0.085845000000000019 0.090485000000000024 0.088595000000000021 0.08734500000000002 0.11844 0.032965000000000001 0.064660000000000009 0.08486500000000001 0.083175000000000013 0.19578000000000004 0.50373500000000015 0.088025000000000006 0.085730000000000015 -0.00067499999999999993 0.078015000000000015 -0.052259999999999994 -0.012419999999999999 -0.065269999999999981 -0.082534999999999983 -0.07218999999999999 0.079575000000000021 0.093840000000000021 0.018150000000000003 0.052820000000000013 -0.011859999999999997 1.0000000180025095e-35 -0.011584999999999998 0.083640000000000006 0.091755000000000017
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=4 -2 3 8 9 7 -5 12 19 10 -1 -11 20 -4 -10 16 26 22 -14 -3 21 -6 -17 -23 30 27 29 -22 -24 -13 -12 -32
right_child=1 2 13 6 5 -7 -8 -9 14 11 24 15 18 -15 -16 17 -18 -19 -20 -21 25 23 28 -25 -26 -27 -28 -29 -30 -31 31 -33
leaf_value=0.0036907898815096074 0.0053609433764338962 0.0020373608807479101 0.0014933236523397284 0.005013048154103571 0.0061552246529474755 0.0035690912163404745 0.0031487123384754791 0.0036048516229112574 0.0031195897559697225 0.006785965849973285 0.0051826669801360173 0.0060154379247307236 0.0047851123630521944 8.8222499910158784e-05 0.0019920924840067383 0.0057453790718103295 0.0065221699891986045 0.0046268972228042981 0.0038419853826894479 0.001025911766951006 0.0054560432293509755 0.0049162195365960761 0.0053826764345293009 0.0054756975798213193 0.0049217472667917091 0.0046391966472086321 0.0053206358686478192 0.0049896123348646872 0.0050105798088727008 0.0056450367526926313 0.0057161429194124693 0.0052791275699941784
leaf_weight=52 71 52 63 78 52 82 52 52 100 60 80 57 73 64 54 96 53 56 55 53 52 75 241 79 86 58 63 110 57 89 53 70
leaf_count=52 71 52 63 78 52 82 52 52 100 60 80 57 73 64 54 96 53 56 55 53 52 75 241 79 86 58 63 110 57 89 53 70
internal_value=0 0.00275151 0.00239241 0.002917 0.00516013 0.00474413 0.00426749 0.00490309 0.00223906 0.00541726 0.00499235 0.00560492 0.0050249 0.000785421 0.00272438 0.00550536 0.00582531 0.00531902 0.00438004 0.00152704 0.00521861 0.00544376 0.00541734 0.00520337 0.00522646 0.00500768 0.00564849 0.00513947 0.00531158 0.0057898 0.00535544 0.00546762
internal_weight=0 587 516 389 1801 688 130 606 259 1113 341 772 554 127 154 712 262 450 128 105 426 206 394 154 289 220 209 162 298 146 203 123
internal_count=2388 587 516 389 1801 688 130 606 259 1113 341 772 554 127 154 712 262 450 128 105 426 206 394 154 289 220 209 162 298 146 203 123
is_linear=0
shrinkage=0.00213444


Tree=895
num_leaves=13
num_cat=0
split_feature=10 2 1455 13 1375 0 4 0 12 2 4 15
split_gain=18.8201 6.81787 6.89455 6.56227 3.82219 7.58021 13.1759 6.15398 4.25021 6.96218 2.08128 2.01726
threshold=-0.092019999999999977 -0.0091949999999999983 0.10442000000000001 -0.011834999999999998 -0.096099999999999977 -0.14822499999999997 0.22738500000000003 -0.13740499999999997 0.083785000000000012 0.11366500000000002 -0.0057949999999999989 0.11934000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 6 10 -7 9 -9 -6 -10
right_child=1 2 -4 -5 5 7 -8 8 11 -11 -12 -13
leaf_value=-0.002500669977829452 0.0018246903970879395 -0.00024446094802078069 0.0041514701893206147 -0.001564601248032644 0.0038022546253916128 -0.0002924397964885545 0.00099639189424197269 0.0031240444161695332 0.0015664680234087664 0.00090018087274502424 0.0057986023854403089 0.00014199509587353257
leaf_weight=58 55 52 61 65 58 86 88 230 1376 108 52 54
leaf_count=58 55 52 61 65 58 86 88 230 1376 108 52 54
internal_value=0 0.00166435 0.00175722 -1.05334e-05 0.00168777 0.00173677 0.00308028 0.00159325 0.00168502 0.00241369 0.00474668 0.00151273
internal_weight=0 2285 2165 120 2104 2052 198 1854 1768 338 110 1430
internal_count=2343 2285 2165 120 2104 2052 198 1854 1768 338 110 1430
is_linear=0
shrinkage=0.00722155


Tree=896
num_leaves=14
num_cat=0
split_feature=3 3 14 1 148 132 484 4 1 0 13 457 4
split_gain=8.61807 12.122 5.8829 6.79436 11.457 8.0301 8.67574 4.63674 4.56663 7.77481 3.36803 2.7669 2.5623
threshold=0.25468500000000005 0.12566000000000002 0.076975000000000002 0.085720000000000005 -1.0000000180025095e-35 0.082230000000000011 0.049200000000000008 -0.15805499999999997 0.078340000000000007 0.040035000000000008 -0.46134499999999995 0.048870000000000004 -0.085574999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 7 -6 9 11 -2 12 -1
right_child=10 -3 -4 4 5 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0020835668838480054 0.00050628932923784146 0.0042134145921996161 0.0029093691343884819 -0.0019309562224164307 0.0021251223801820275 -0.0013766797902966523 0.003324815766647061 0.00061948854478519467 0.0029485404133784499 -0.0010923772341851195 -0.0017450140484143095 0.0026331893551773339 0.0011916631711194133
leaf_weight=148 52 52 72 63 94 59 60 580 69 52 53 67 922
leaf_count=148 52 52 72 63 94 59 60 580 69 52 53 67 922
internal_value=0 0.00121302 0.00114162 0.00108138 0.000649158 0.00085422 0.00103363 0.000829573 0.00137543 0.00128408 -0.000629444 0.00139282 0.00131509
internal_weight=0 2238 2186 2114 856 793 734 674 1258 1189 105 1137 1070
internal_count=2343 2238 2186 2114 856 793 734 674 1258 1189 105 1137 1070
is_linear=0
shrinkage=0.00628679


Tree=897
num_leaves=20
num_cat=0
split_feature=1 3 4 2 2 4 2 2 14 0 15 16 16 15 4 0 1 0 43
split_gain=627.87 114.434 55.0977 53.4488 38.7213 29.6388 23.2992 22.5085 23.3959 42.9143 17.0425 12.1452 11.0493 9.08135 8.5523 22.2448 14.8113 7.22388 2.31624
threshold=0.10491000000000002 -0.049204999999999992 0.30163500000000004 0.14271500000000001 -1.0000000180025095e-35 0.043850000000000007 0.10925000000000001 0.11366500000000002 0.062655000000000016 -0.12118 -0.044164999999999989 -0.34140499999999996 0.26391000000000003 -0.092534999999999992 -0.17689999999999997 -0.066849999999999979 0.078435000000000019 -0.093659999999999979 -0.072469999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 12 4 -3 7 -6 8 9 -1 11 -7 -2 -8 16 17 -11 -16 -13
right_child=1 3 -4 -5 6 10 13 -9 -10 14 -12 18 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0035948417438402113 0.0038717285346900484 0.00078412141259087784 0.0020898135047358779 5.4798495447922725e-05 0.0038127326105350098 0.0056114821744897188 0.00146975996998726 0.0039054036526535744 0.0065348971004255893 0.004885356028030613 0.0034204704975002672 0.0046992755770894137 0.0051784065732986429 0.0026631122335760813 0.0058897834999421094 0.0040349657272384307 0.0063700591589078729 0.0052421793518475628 0.0041004441648762428
leaf_weight=76 57 75 64 80 56 52 56 62 64 52 65 55 67 66 89 71 83 1081 72
leaf_count=76 57 75 64 80 56 52 56 62 64 52 65 55 67 66 89 71 83 1081 72
internal_value=0 0.002373 0.00373104 0.00160622 0.0020967 0.00508336 0.00264962 0.00519262 0.00524525 0.00518839 0.0043766 0.00472366 0.00457794 0.00211553 0.00527639 0.00521959 0.00579835 0.00529146 0.00435996
internal_weight=0 521 188 333 253 1822 178 1578 1516 1452 244 179 124 122 1376 1241 135 1170 127
internal_count=2343 521 188 333 253 1822 178 1578 1516 1452 244 179 124 122 1376 1241 135 1170 127
is_linear=0
shrinkage=0.00217713


Tree=898
num_leaves=10
num_cat=0
split_feature=3 3 9 3 40 124 11 4 12
split_gain=7.2995 8.08379 5.06115 3.66596 4.15187 7.19325 3.25464 3.90858 1.62242
threshold=0.25468500000000005 0.12566000000000002 -1.0000000180025095e-35 -0.23303499999999996 -0.084709999999999994 -0.084854999999999986 0.087575000000000014 -0.085574999999999984 -0.041134999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -2
right_child=8 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.00060012685210507344 0.00029779505704893774 0.0038070139490403664 0.0024816374504951105 -0.00046012130351035267 0.0035997166426427105 0.0019155663632407411 -0.00043468356474168538 0.0010929414986682875 -0.0013275459233368884
leaf_weight=65 53 52 99 63 54 294 52 1559 52
leaf_count=65 53 52 99 63 54 294 52 1559 52
internal_value=0 0.00125763 0.00119695 0.00125206 0.00119182 0.00124498 0.0011782 0.0012235 -0.000506471
internal_weight=0 2238 2186 2121 2022 1959 1905 1853 105
internal_count=2343 2238 2186 2121 2022 1959 1905 1853 105
is_linear=0
shrinkage=0.00654078


Tree=899
num_leaves=22
num_cat=0
split_feature=1 3 3 3 15 124 13 3 12 15 3 151 51 1452 3 11 12 3 1 12 13
split_gain=574.551 102.949 38.4049 55.1087 34.9457 27.8135 20.2644 19.6035 15.2815 15.7094 19.0836 16.8249 11.6072 11.5655 10.0449 11.2176 7.4899 4.48835 2.52713 2.96224 1.66161
threshold=0.10538500000000002 -0.049204999999999992 0.31534000000000006 0.077930000000000013 -0.11764999999999999 -0.076779999999999987 -0.011494999999999998 0.14121000000000003 0.11769500000000001 0.041820000000000003 -0.13088999999999998 0.009020000000000002 -1.0000000180025095e-35 0.085480000000000014 -0.09132499999999999 0.079915000000000014 0.092150000000000024 -0.065004999999999993 0.086920000000000011 0.090840000000000018 -0.085164999999999977
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 4 3 6 -2 -1 -3 -5 9 11 -11 13 -6 14 15 -7 -16 18 20 -20 -12
right_child=1 2 -4 7 12 8 -8 -9 -10 10 17 -13 -14 -15 16 -17 -18 -19 19 -21 -22
leaf_value=0.0039076068591613498 0.002569024416498469 0.0022544541589050379 0.0008298849975560468 0.0041492926595034837 0.0050028616338801341 0.0041894765837348011 0.00082534565379031443 0.0025697455318332862 0.0040514672734095411 0.0063889806612556083 0.0054273204217060523 0.0038851061124119185 0.0038704921182282181 0.005855794036506835 0.0051680644597243705 0.0051997446538843174 0.0046805442982814872 0.0057460440727478924 0.0046286085750850865 0.005156878296563373 0.0051747721770118759
leaf_weight=78 52 88 67 62 62 117 60 52 52 53 127 53 69 52 457 60 152 53 61 107 409
leaf_count=78 52 88 67 62 62 117 60 52 52 53 127 53 69 52 457 60 152 53 61 107 409
internal_value=0 0.00274486 0.00211088 0.00243838 0.00388454 0.00501616 0.00167522 0.00342898 0.00506547 0.00509646 0.00528783 0.00492246 0.00440658 0.00498805 0.00493061 0.00453205 0.00504642 0.00521071 0.00517037 0.00496519 0.00523465
internal_weight=0 512 329 262 183 1831 148 114 1753 1701 810 891 131 838 786 177 609 757 704 168 536
internal_count=2343 512 329 262 183 1831 148 114 1753 1701 810 891 131 838 786 177 609 757 704 168 536
is_linear=0
shrinkage=0.00189532


Tree=900
num_leaves=15
num_cat=0
split_feature=2 149 4 48 0 43 2 52 42 43 159 0 43 2
split_gain=9.68651 5.97969 8.59208 5.19959 4.87211 4.2293 3.44697 7.28095 5.68145 4.70099 4.34924 6.46228 3.25984 3.02795
threshold=0.13673000000000005 0.075040000000000009 0.30163500000000004 0.11077000000000002 -0.22607999999999998 -0.012984999999999998 0.094835000000000017 1.0000000180025095e-35 -0.032624999999999994 -0.081474999999999992 0.087395000000000014 -0.14310999999999999 -0.08231999999999999 0.15518000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 10 8 -8 -9 11 -6 -12 -2
right_child=13 -3 5 -5 6 -7 7 9 -10 -11 12 -13 -14 -15
leaf_value=-0.00090712154404054264 -0.0014060525235901297 0.0037171907855873725 0.0011649006013567109 0.0035637068506366174 0.0043088882864611312 -0.0013712483464988032 -0.0016826103049742951 0.0038680973085331704 0.00070210177994364375 0.0012695530767415323 -0.0010098622739801812 0.0016020299941969017 0.0013394129679649607 0.00057482016074908817
leaf_weight=54 97 57 59 60 52 100 74 54 237 145 60 1191 75 79
leaf_count=54 97 57 59 60 52 100 74 54 237 145 60 1191 75 79
internal_value=0 0.00131444 0.00125103 0.00138455 0.00131718 -0.000429657 0.00138084 0.000852799 0.00013442 0.00197509 0.00157622 0.00171533 0.000294697 -0.000516455
internal_weight=0 2218 2161 2002 1942 159 1888 510 311 199 1378 1243 135 176
internal_count=2394 2218 2161 2002 1942 159 1888 510 311 199 1378 1243 135 176
is_linear=0
shrinkage=0.0075133


Tree=901
num_leaves=18
num_cat=0
split_feature=15 15 3 2 0 43 131 2 16 15 3 475 0 159 43 16 42
split_gain=7.57052 16.0785 4.36998 8.69079 6.08799 4.56147 6.14133 10.2498 6.09373 8.00101 4.49594 3.92141 3.4375 3.21697 2.81321 4.01158 3.61701
threshold=-0.2987999999999999 -0.4680149999999999 -0.16048499999999996 0.10472500000000001 0.040035000000000008 -0.083154999999999993 0.097570000000000004 0.13712500000000002 0.0045450000000000013 -0.045404999999999994 -0.081359999999999988 -0.085599999999999996 -0.14097999999999997 0.0096550000000000021 -0.15924499999999997 -0.082739999999999994 -0.090084999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 11 7 8 12 -10 -8 -4 -7 14 16 -16 -13
right_child=2 -3 4 -5 -6 6 10 -9 9 -11 -12 13 -14 -15 15 -17 -18
leaf_value=0.0014216852301075344 0.0039438043865744239 -0.0023473184950212828 -0.0001279669429904082 0.00060568627047747671 -0.00062511204649626185 0.00012004655418897986 0.00090008096701382041 -0.0018773291763520036 0.00073962483695269078 -0.0016571796852916196 0.0032594120311946057 0.0017090495101994719 0.0010770750790367876 0.0028132213026294717 0.00018462363594884748 0.0020307404633260412 -0.00050882227000607525
leaf_weight=87 52 85 57 69 103 170 63 60 135 87 60 53 889 69 55 241 59
leaf_count=87 52 85 57 69 103 170 63 60 135 87 60 53 889 69 55 241 59
internal_value=0 -0.000440521 0.000901433 0.00204079 0.000835785 0.000911129 0.000733172 0.000612202 0.000728859 -0.000199367 0.00205151 0.00139889 0.000923507 0.00158148 0.00137301 0.00168793 0.000540119
internal_weight=0 172 2222 121 2101 1998 1464 1341 1281 222 123 534 1059 477 408 296 112
internal_count=2394 172 2222 121 2101 1998 1464 1341 1281 222 123 534 1059 477 408 296 112
is_linear=0
shrinkage=0.00616352


Tree=902
num_leaves=26
num_cat=0
split_feature=2 12 2 2 2 15 12 3 52 52 15 3 2 52 42 15 16 42 3 483 2 15 1446 42 52
split_gain=489.725 252.955 101.401 52.8975 50.4913 30.6277 30.0496 36.6724 21.4614 32.0633 20.9871 14.0724 12.0165 11.413 11.4564 11.0021 8.50867 6.8718 5.40131 3.90952 3.87591 3.28997 3.20026 3.82162 0.467295
threshold=0.12399000000000002 0.054520000000000006 -0.0091949999999999983 0.10472500000000001 0.17000000000000001 -0.097269999999999981 0.092495000000000008 -0.154195 -0.092059999999999989 0.061255000000000011 -0.035449999999999988 0.11745500000000002 0.10272000000000002 -0.071919999999999984 -0.038454999999999996 -0.074959999999999985 -1.0000000180025095e-35 0.11387000000000001 -0.10468499999999999 -0.041389999999999989 0.089540000000000022 0.091230000000000019 0.084285000000000013 1.0000000180025095e-35 0.093995000000000009
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=1 2 -1 8 5 -2 7 -3 -4 20 13 -5 19 15 -15 -8 17 21 -18 -9 -10 -12 23 -21 -23
right_child=4 6 3 11 -6 -7 10 12 9 -11 16 -13 -14 14 -16 -17 18 -19 -20 22 -22 24 -24 -25 -26
leaf_value=0.0012595812161193716 0.001031832188203217 0.006808314556935641 0.0053989769126582786 0.0031882418191041357 -0.00034384236962891831 0.002728091669925064 0.0052840634163385377 0.0055701026843034554 0.003681242070944482 0.0052616331440658191 0.0057118160437178711 0.0018599185148212352 0.0040650389946623776 0.0043838451149886886 0.003245852546199164 0.0039451770401860275 0.0049293127922059154 0.0045220473348592987 0.0040237715472087191 0.0051928926760877077 0.0028809630728526005 0.0049565331722310584 0.0054231213622036312 0.0048927283478153597 0.0052495553332162249
leaf_weight=96 89 54 60 103 56 98 55 70 52 53 64 53 53 69 89 53 52 63 66 308 55 52 93 484 54
leaf_count=96 89 54 60 103 56 98 55 70 52 53 64 53 53 69 89 53 52 63 66 308 55 52 93 484 54
internal_value=0 0.00453303 0.00317945 0.00366957 0.00139889 0.0019209 0.00491353 0.00512708 0.00433068 0.00392993 0.00454593 0.0027371 0.00503699 0.00410207 0.00374297 0.00462722 0.00488224 0.00511471 0.00442301 0.00509091 0.00327009 0.00533422 0.00505298 0.00500949 0.00510602
internal_weight=0 2151 472 376 243 187 1679 1062 220 160 617 156 1008 266 158 108 351 233 118 955 107 170 885 792 106
internal_count=2394 2151 472 376 243 187 1679 1062 220 160 617 156 1008 266 158 108 351 233 118 955 107 170 885 792 106
is_linear=0
shrinkage=0.00209259


Tree=903
num_leaves=16
num_cat=0
split_feature=4 2 123 13 0 2 14 3 0 0 43 157 3 3 3
split_gain=405.187 145.033 94.8588 35.3064 26.6326 24.2667 21.736 17.9351 13.5083 6.42755 6.88197 6.30911 14.0801 4.31934 4.10173
threshold=0.30163500000000004 0.13733000000000004 0.081180000000000016 -0.16392499999999996 -0.10324499999999999 0.092235000000000025 -0.42214499999999994 -0.13392999999999997 -0.13972999999999997 -0.07409499999999998 -0.038674999999999994 -0.069619999999999987 -0.097224999999999992 -0.01223 0.083605000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 7 -6 -5 -7 14 -11 -10 -13 -4 -9
right_child=4 -3 13 5 6 8 -8 9 11 10 -12 12 -14 -15 -16
leaf_value=0.0030805304939318405 0.0024962667542935578 0.0019302445115655623 0.0022452393606409702 0.0058121570841079646 0.0022182250002493256 0.0034551568549575536 0.00061454779815824567 0.0048343504667289145 0.0049599490239254397 0.0040177578658140917 0.0048857711340161173 0.0036174657511716928 0.0045061878000142424 0.0030561289280119468 0.0042566730900732621
leaf_weight=60 101 93 53 68 52 66 100 1004 76 93 62 90 369 54 53
leaf_count=60 101 93 53 68 52 66 100 1004 76 93 62 90 369 54 53
internal_value=0 0.00438724 0.0044988 0.00460045 0.00169553 0.00464892 0.00116332 0.0048056 0.00431517 0.00474911 0.0043651 0.00442122 0.00433198 0.00265467 0.0048054
internal_weight=0 2141 2048 1941 253 1881 152 1280 601 1212 155 535 459 107 1057
internal_count=2394 2141 2048 1941 253 1881 152 1280 601 1212 155 535 459 107 1057
is_linear=0
shrinkage=0.00201133


Tree=904
num_leaves=28
num_cat=0
split_feature=4 12 1 12 1 4 12 4 4 4 12 1 4 16 16 1 4 1 150 1 42 133 16 4 4 52 4
split_gain=1054.74 348.223 162.991 79.3591 59.4022 51.6391 36.4934 35.561 23.9926 19.3994 17.872 14.2056 10.1698 9.41542 10.0966 7.84826 7.93357 7.7098 5.96589 5.0944 4.04465 4.02081 3.84452 2.51186 2.48267 4.17567 1.45992
threshold=0.30163500000000004 0.054520000000000006 0.092810000000000017 0.13332500000000003 0.12958500000000003 -0.16270999999999997 0.086795000000000011 0.018150000000000003 -0.066099999999999978 -0.088784999999999989 0.095780000000000018 0.073870000000000005 0.42953500000000006 0.39524000000000009 0.041625000000000002 0.10828500000000001 0.053255000000000004 0.109225 0.081245000000000026 0.086390000000000008 0.081180000000000016 0.0024650000000000006 -0.44010499999999991 -0.0086449999999999982 -0.014854999999999998 -0.030899999999999997 -0.040489999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 6 12 -4 9 17 13 -3 24 -1 -2 14 21 16 -12 -7 20 -13 -11 -8 -6 -22 26 -26 -10
right_child=4 3 5 -5 22 7 8 -9 10 18 15 19 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28
leaf_value=0.0041897101734391911 0.0010222486117973553 0.0071565843727976249 0.0041072186561054427 0.0030021961797251934 1.5982021134843886e-05 0.0016517581203899226 0.0058187360325050747 0.0030465411418279472 0.0053563265523565882 0.0063207904180639591 0.0050866917333794864 0.0057172010561896041 0.0021114825690322081 0.0064575536875870867 0.0047791195002130585 0.0039568013323959096 0.0042099064310944286 0.00063746334025911494 0.0052443769625475142 0.0048461646171385877 0.0056907643899657117 0.0054236385261759584 -0.00072417863623389924 0.0061001989367625376 0.0047857170615052402 0.005391979492314446 0.0057946229480729909
leaf_weight=82 68 52 53 52 53 73 265 67 63 90 146 57 71 52 60 52 59 52 57 53 187 176 61 93 64 171 65
leaf_count=82 68 52 53 52 53 73 265 67 63 90 146 57 71 52 60 52 59 52 57 53 187 176 61 93 64 171 65
internal_value=0 0.00503883 0.00343693 0.00544963 0.000696134 0.00234935 0.00552665 0.001864 0.00533546 0.00599482 0.00506345 0.00482462 0.00157877 0.00564038 0.00555552 0.00465696 0.00483445 0.00122998 0.00585329 0.00529772 0.00594704 0.0056611 -0.000379881 0.00582683 0.00535118 0.00522696 0.00557907
internal_weight=0 2141 437 1704 253 245 1652 192 1173 479 620 192 139 553 501 257 205 125 427 110 370 441 114 280 363 235 128
internal_count=2394 2141 437 1704 253 245 1652 192 1173 479 620 192 139 553 501 257 205 125 427 110 370 441 114 280 363 235 128
is_linear=0
shrinkage=0.00201133


Tree=905
num_leaves=12
num_cat=0
split_feature=43 39 376 2 3 0 2 0 0 3 2
split_gain=8.92178 5.28143 8.26908 5.65117 4.81045 5.68744 4.35119 3.62279 5.14641 2.60121 1.88527
threshold=-0.50149499999999991 0.087735000000000021 0.082945000000000019 -1.0000000180025095e-35 0.11745500000000002 -0.10147999999999999 -1.0000000180025095e-35 -0.20489499999999997 -0.13314999999999996 -0.11197999999999998 0.13538500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 6 -6 -2 -8 -9 -10 -5
right_child=1 3 -4 10 5 -7 7 8 9 -11 -12
leaf_value=0.0035980488760804221 0.0030229206684106087 -0.0011337088303047876 0.003658491994692481 0.0016525226655332403 -0.00054565441898977377 0.0018525360359675279 0.002535428183164672 2.6785147731455651e-05 0.00063545548916470055 0.0014561786986384546 0.00020798055603382234
leaf_weight=59 55 58 53 74 93 52 85 100 143 1496 52
leaf_count=59 55 58 53 74 93 52 85 100 143 1496 52
internal_value=0 0.00130958 0.00139314 0.000366014 0.00133379 0.000313959 0.00141246 0.00136386 0.00130656 0.00138461 0.00105685
internal_weight=0 2261 2077 184 2024 145 1879 1824 1739 1639 126
internal_count=2320 2261 2077 184 2024 145 1879 1824 1739 1639 126
is_linear=0
shrinkage=0.00580803


Tree=906
num_leaves=24
num_cat=0
split_feature=1 52 1 11 52 0 52 0 1 0 1 16 52 0 16 16 16 52 133 133 16 133 0
split_gain=330.717 102.022 36.6448 36.4647 26.9823 19.6034 23.9391 16.4625 15.8407 12.0695 11.3518 9.5123 9.45907 5.73891 17.536 4.33548 3.68376 3.91751 3.12576 5.03967 2.93976 1.90844 1.73622
threshold=0.10312500000000001 -0.41304999999999997 0.12394500000000001 1.0000000180025095e-35 0.12314000000000001 -0.12608499999999997 -0.014149999999999998 -0.07409499999999998 0.096300000000000011 -0.07304999999999999 0.080270000000000022 -0.072054999999999994 -0.0078449999999999978 -0.11073999999999999 -0.34140499999999996 0.041625000000000002 -0.019749999999999993 -0.0023449999999999994 0.062925000000000009 0.11524500000000001 -0.065229999999999996 -1.0000000180025095e-35 -0.080869999999999984
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 4 8 5 -3 -7 -4 9 13 18 -9 -5 14 -1 16 20 -18 21 -20 -15 -11 -17
right_child=1 2 7 12 -6 6 -8 11 -10 10 -12 -13 -14 15 -16 22 17 -19 19 -21 -22 -23 -24
leaf_value=0.0052598311865980308 0.0052210486724388102 0.0020032069220990291 0.001170842394272231 0.0065393693885816171 0.00435002574282031 0.0023967686751998718 0.0042518317313134995 0.0017675507241636051 0.0038110619309704484 0.0045460952660306628 0.0035071817591583593 0.0030174874500412826 0.0052731724177087595 0.004840434156786597 0.0037108014563055486 0.0041569136397160917 0.0049505649044493324 0.0055945580840555632 0.0051430665597947157 0.0043182371422731429 0.0044547497499946975 0.0040091528892050492 0.0046748816864154346
leaf_weight=55 69 103 93 52 52 67 56 55 98 56 62 52 52 640 77 54 216 52 66 65 102 63 63
leaf_count=55 69 103 93 52 52 67 56 55 98 56 62 52 52 640 77 54 216 52 66 65 102 63 63
internal_value=0 0.00284212 0.00249867 0.00470351 0.00299023 0.00267726 0.00324153 0.00181529 0.00462853 0.00467951 0.00431032 0.00237521 0.00590649 0.00477099 0.0043564 0.00481952 0.00486393 0.0050756 0.00450941 0.00473397 0.00478745 0.00426202 0.00443601
internal_weight=0 547 478 1773 278 226 123 200 1669 1571 312 107 104 1259 132 1127 1010 268 250 131 742 119 117
internal_count=2320 547 478 1773 278 226 123 200 1669 1571 312 107 104 1259 132 1127 1010 268 250 131 742 119 117
is_linear=0
shrinkage=0.00209259


Tree=907
num_leaves=24
num_cat=0
split_feature=1 16 1 12 123 11 0 4 4 0 42 2 0 16 13 4 2 0 12 12 0 13 13
split_gain=681.747 146.763 84.0634 49.7908 41.5501 28.0727 23.8318 23.0109 21.1418 22.5791 18.5767 24.0857 15.5189 16.5058 13.1861 10.7209 7.95579 4.50548 3.97483 3.3775 2.54865 2.53525 2.01339
threshold=0.10124500000000002 0.25155500000000003 0.12541500000000003 0.088395000000000015 1.0000000180025095e-35 1.0000000180025095e-35 -0.066849999999999979 -0.040969999999999993 -0.47860499999999995 -0.026509999999999995 0.086700000000000013 0.13775000000000001 -0.10120999999999998 -0.34140499999999996 -0.0042049999999999995 0.0030100000000000001 0.088135000000000005 -0.055219999999999998 0.086935000000000012 0.089885000000000007 -0.089964999999999976 -0.07692499999999998 0.0052200000000000015
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 14 5 6 12 -3 -8 17 11 -4 13 -1 21 18 -15 -10 20 -17 -14 -2 -20
right_child=1 7 10 -5 -6 -7 8 -9 9 -11 -12 -13 15 16 -16 19 -18 -19 22 -21 -22 -23 -24
leaf_value=0.0179656812276319 0.014095026812770039 0.018101929220965204 0.014423460894804025 0.016364032753642711 0.015554802088697951 0.018788687065770616 0.018054071680449094 0.016003182862560913 0.016588203963910534 0.015194985305392242 0.011847393787680316 0.012324427344026322 0.018380748127417672 0.017127838155090211 0.01496150479721405 0.017539611216287814 0.015900776532362677 0.017490645670140019 0.017766493584587827 0.016872814613328447 0.01790504640869307 0.013422001471868032 0.01742931059704143
leaf_weight=59 72 55 59 83 53 96 56 53 66 52 59 54 77 52 89 77 59 53 527 87 309 52 121
leaf_count=59 72 55 59 83 53 96 56 53 66 52 59 54 77 52 89 77 59 53 527 87 309 52 121
internal_value=0 0.014691 0.0141415 0.0148738 0.0175336 0.0175956 0.0175238 0.0170722 0.0168417 0.0164445 0.0128811 0.0134206 0.0176369 0.016993 0.014293 0.0177283 0.0164758 0.0169903 0.0178143 0.017186 0.018 0.013813 0.0177036
internal_weight=0 576 468 296 1744 1691 1595 108 227 171 172 113 1368 170 213 1198 111 119 1034 164 386 124 648
internal_count=2320 576 468 296 1744 1691 1595 108 227 171 172 113 1368 170 213 1198 111 119 1034 164 386 124 648
is_linear=0
shrinkage=0.00226508


Tree=908
num_leaves=29
num_cat=0
split_feature=1 16 14 2 2 2 1 1 14 2 2 43 2 1212 3 50 16 43 49 132 16 16 16 3 16 42 2 43
split_gain=383.89 76.0919 41.9115 35.4759 66.0875 26.8813 29.4573 21.5886 15.5199 15.5956 9.76698 9.22292 9.1746 5.50567 8.70116 5.38537 6.63753 5.8662 4.47239 4.18637 4.13062 3.84629 3.68575 2.75892 1.88561 1.2314 1.22559 0.980927
threshold=0.10312500000000001 0.12292000000000002 0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.090000000000000011 0.088595000000000021 0.11771500000000001 -1.0000000180025095e-35 0.12827000000000002 0.064660000000000009 -0.073404999999999984 0.09857500000000001 0.089995000000000019 -0.099169999999999994 0.083090000000000011 -0.0074349999999999998 -0.00027999999999999998 -0.008964999999999999 0.08518000000000002 0.26391000000000003 -0.039889999999999988 -0.28430999999999995 -0.077229999999999979 -0.046599999999999996 0.094965000000000008 0.092635000000000009 -0.043589999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 10 11 -3 -5 22 15 19 25 14 -12 16 -1 27 -16 20 21 -7 -10 -20 -14 26 -13 -17
right_child=1 7 -4 8 -6 6 -8 -9 9 -11 13 12 24 -15 18 17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.004127416686483653 0.0021983288460032768 0.0052593343097182459 0.0067021364277277014 0.0028167871154903641 0.005269904492161831 0.0050390461800555236 0.0033483558378483613 0.0033668812405737818 0.0025550195683085126 0.00090800995625566481 0.0062568405889652469 0.0044941961910313208 0.0043712019294820494 0.0046358462476559798 0.0048389903923043995 0.0056077958817800375 0.0050296629155293501 0.0045526341922304025 0.005328998508191859 0.0045406927235341499 0.0046760498811258544 0.005725991979791332 0.0017609913816662894 0.0058718509048195271 0.0038893910561788618 0.0051322793096811687 0.0049694938800771866 0.0052023909451837935
leaf_weight=83 96 68 69 76 54 80 82 53 59 84 52 55 86 53 87 61 79 60 418 59 54 83 57 53 78 62 56 63
leaf_count=83 96 68 69 76 54 80 82 53 59 84 52 55 86 53 87 61 79 60 418 59 54 83 57 53 78 62 56 63
internal_value=0 0.00287629 0.00500447 0.00243475 0.00330425 0.00493571 0.00459933 0.0044306 0.00196211 0.00163721 0.00516739 0.00476664 0.00451948 0.0053256 0.00538549 0.00486416 0.00456755 0.00512517 0.00530425 0.00506833 0.00521168 0.00538899 0.00216506 0.00539013 0.00414219 0.004877 0.0047342 0.00540202
internal_weight=0 547 1773 426 150 1704 695 121 276 200 1009 613 337 663 610 346 162 184 558 276 217 163 116 471 164 173 111 124
internal_count=2320 547 1773 426 150 1704 695 121 276 200 1009 613 337 663 610 346 162 184 558 276 217 163 116 471 164 173 111 124
is_linear=0
shrinkage=0.00222067


Tree=909
num_leaves=18
num_cat=0
split_feature=4 3 39 2 11 11 2 2 13 42 42 4 16 16 51 4 4
split_gain=367.3 143.291 72.2028 41.6884 35.8128 25.3645 21.2502 18.3467 16.0531 12.97 11.5952 14.0676 8.48903 14.1278 4.31605 2.82263 2.81554
threshold=0.30163500000000004 0.25468500000000005 0.082470000000000016 0.12399000000000002 1.0000000180025095e-35 0.085155000000000022 0.13443000000000002 0.090225000000000014 -0.014114999999999997 0.090295000000000014 0.082115000000000007 -0.081214999999999996 0.0060650000000000009 0.081265000000000018 0.0045000000000000014 -0.0073899999999999999 0.50609000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 9 12 -4 16 11 -9 14 -14 -1 -12 -2
right_child=6 -3 8 -5 5 -7 -8 10 -10 -11 15 -13 13 -15 -16 -17 -18
leaf_value=0.0064044222280986692 0.0033077468043858807 0.0018647875677715471 0.0052538910027495802 0.0042294173697194166 0.0085153437644077418 0.0063608732015640991 0.0016747490828894042 0.0062868127203886265 0.003696536178999787 0.0022204792044315078 0.0062794157110945678 0.005064036735643436 0.0046781425416672255 0.0062295255779874397 0.005863408959399288 0.0057768869718007035 0.0040876588477561883
leaf_weight=808 60 53 71 70 63 69 82 76 91 55 163 224 52 111 101 118 53
leaf_count=808 60 53 71 70 63 69 82 76 91 55 163 224 52 111 101 118 53
internal_value=0 0.00584497 0.00594954 0.00608667 0.00615948 0.00738934 0.00269858 0.00606126 0.00437924 0.00319815 0.00570988 0.00537389 0.00625168 0.00573477 0.00634434 0.00606848 0.00367378
internal_weight=0 2070 2017 1855 1785 132 250 1653 162 168 581 300 1072 163 909 281 113
internal_count=2320 2070 2017 1855 1785 132 250 1653 162 168 581 300 1072 163 909 281 113
is_linear=0
shrinkage=0.0024518


Tree=910
num_leaves=22
num_cat=0
split_feature=1 15 3 12 1 1 12 2 2 11 3 2 51 1 1 2 42 3 42 50 15
split_gain=825.139 154.726 103.772 85.4321 54.0755 40.0409 32.1707 27.5345 25.1612 24.5732 19.8841 11.0669 11.0643 6.63467 6.09129 5.77292 5.40983 4.25633 3.68357 2.95062 2.46516
threshold=0.10538500000000002 -0.25061999999999995 -0.048154999999999996 0.077755000000000005 0.088595000000000021 0.13130500000000003 0.10090500000000001 0.12399000000000002 0.10575500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.09678500000000001 -0.092119999999999994 0.073870000000000005 0.08956500000000002 0.091335000000000013 0.10321000000000001 0.088465000000000002 0.079170000000000004 0.089390000000000011 0.087865000000000013
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 5 8 4 13 -2 9 17 -3 12 -6 -8 -5 -1 15 20 -13 -4 -17 -16 -14
right_child=1 2 7 6 10 -7 11 -9 -10 -11 -12 16 14 -15 19 18 -18 -19 -20 -21 -22
leaf_value=0.0051660008391393704 0.0025135187305159274 0.0056980861927859641 0.0028967452521711911 0.0052627026030408874 0.003079703753327927 0.00062399288250677173 0.0057805703684062097 0.0017803029257453776 0.0039948139616648058 0.0068904404179794092 0.0045204806699238207 0.0051827239386563854 0.0061647012841459306 0.005930090598018356 0.0053585788860654382 0.005435931300937248 0.0044261459471895657 0.003611471102387544 0.0059274698409616244 0.0058840490743131474 0.0059057623411825624
leaf_weight=90 70 76 52 88 59 95 81 64 53 100 83 94 562 76 81 82 54 72 174 76 179
leaf_count=90 70 76 52 88 59 95 81 64 53 100 83 94 562 76 81 82 54 72 174 76 179
internal_value=0 0.00291436 0.00368914 0.00569422 0.00478114 0.00142573 0.00587322 0.00279062 0.00499845 0.00598536 0.00392199 0.00521596 0.00591247 0.00551595 0.005962 0.00601693 0.00490681 0.00331191 0.0057701 0.00561308 0.00610218
internal_weight=0 482 317 1879 308 165 1571 188 129 1342 142 229 1242 166 1154 997 148 124 256 157 741
internal_count=2361 482 317 1879 308 165 1571 188 129 1342 142 229 1242 166 1154 997 148 124 256 157 741
is_linear=0
shrinkage=0.00189532


Tree=911
num_leaves=14
num_cat=0
split_feature=15 448 160 157 157 52 51 15 3 15 43 133 3
split_gain=24.7122 10.5071 9.03932 4.13141 9.41429 4.67497 4.25832 5.28726 8.40386 5.84558 3.06684 4.34097 1.73878
threshold=-0.25061999999999995 -0.051794999999999994 -0.061724999999999995 -0.082259999999999986 -0.07686999999999998 0.51524500000000006 0.11794000000000002 -0.0059299999999999986 -0.0020049999999999994 -0.12431499999999999 -0.020049999999999995 0.085785000000000014 0.0025650000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 10 -5 6 7 9 -9 -6 11 -3 -4
right_child=1 3 12 4 5 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0023270188603589314 0.00081420455521288067 0.0024732038131153634 0 0.00018362641051849181 0.0039828739403406834 0.001185064063628348 0.0048512868948811447 0.0033174645883017771 0.0057372661577636246 0.0024107336017814762 0.005594200053055943 0.0048069445605831767 -0.0017618174002818857
leaf_weight=72 93 77 56 52 142 55 76 901 75 581 52 77 52
leaf_count=72 93 77 56 52 142 55 76 901 75 581 52 77 52
internal_value=0 0.00309807 0.000421689 0.00319976 0.00309745 0.00318021 0.00324199 0.00316996 0.00350349 0.00271961 0.00413407 0.00364056 -0.000847844
internal_weight=0 2181 180 2088 1882 1830 1775 1699 976 723 206 154 108
internal_count=2361 2181 180 2088 1882 1830 1775 1699 976 723 206 154 108
is_linear=0
shrinkage=0.00694113


Tree=912
num_leaves=20
num_cat=0
split_feature=15 12 12 16 0 0 48 52 52 14 49 12 15 48 11 42 15 0 15
split_gain=402.085 188.012 42.2314 32.8607 43.7349 26.6542 24.0259 35.8942 32.1254 19.9104 17.3248 16.636 12.4221 11.2986 9.57227 5.26438 5.58866 4.83874 1.39322
threshold=-0.25061999999999995 0.077755000000000005 0.13332500000000003 0.12292000000000002 -0.0042749999999999993 -0.11169999999999998 -1.0000000180025095e-35 -0.043914999999999989 -0.087769999999999987 0.018475000000000002 0.091885000000000008 0.099815000000000015 -0.45015499999999992 0.093265000000000015 0.079915000000000014 -1.0000000180025095e-35 -0.039984999999999993 -0.097074999999999981 -0.042294999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 9 4 6 -1 -2 8 -8 11 -9 13 -7 14 17 18 -17 -3 -13
right_child=1 2 -4 -5 -6 12 7 10 -10 -11 -12 15 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0031728988243919076 0.0027182758407652617 0.0053720414090326967 0.0037258624420673787 0.0052835077637978529 0.0018836101494492216 0.0018792041355476631 0.0049018311536477314 0.0057767844881829759 0.0026324609884265265 0.0071439902589332588 0.0041386882550616321 0.0052583310935415909 0.00044884877120958866 0.0050720370715400991 0.0067427468151334694 0.0042559776229855583 0.0052913669677155791 0.0058733473438679568 0.0057387130256046715
leaf_weight=53 54 110 54 95 53 72 53 89 81 52 53 72 55 98 62 52 56 1089 58
leaf_count=53 54 110 54 95 53 72 53 89 81 52 53 72 55 98 62 52 56 1089 58
internal_value=0 0.00534586 0.00569823 0.00409039 0.00379439 0.00182334 0.0041012 0.00437168 0.00353023 0.0057628 0.00516555 0.00571782 0.00125995 0.0058147 0.0058724 0.00516448 0.00479307 0.00582738 0.00547284
internal_weight=0 2181 1703 478 383 180 330 276 134 1649 142 1597 127 1359 1261 238 108 1199 130
internal_count=2361 2181 1703 478 383 180 330 276 134 1649 142 1597 127 1359 1261 238 108 1199 130
is_linear=0
shrinkage=0.00226508


Tree=913
num_leaves=23
num_cat=0
split_feature=2 2 2 2 150 0 0 14 0 52 52 49 0 2 2 42 1456 42 42 13 0 2
split_gain=367.101 144.176 94.1203 60.5345 43.7747 42.3076 38.7557 31.5477 32.969 23.6236 51.2459 17.9887 13.3257 11.6501 6.19817 5.92964 5.84745 4.09698 3.7297 3.57137 2.86878 1.60788
threshold=0.12015500000000001 -1.0000000180025095e-35 0.10000000000000002 0.16730000000000003 1.0000000180025095e-35 -0.085309999999999983 1.0000000180025095e-35 0.076975000000000002 -0.10946999999999998 -0.41304999999999997 0.0029250000000000005 0.065470000000000014 -0.11327499999999999 0.087675000000000017 0.091465000000000005 0.08648500000000002 0.083870000000000014 0.077855000000000021 0.086355000000000015 -0.078934999999999991 -0.082294999999999993 0.095040000000000013
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 6 7 5 9 -2 -1 8 13 -4 12 -7 -11 -3 15 16 -10 21 -12 -17 -19 -16
right_child=3 2 4 -5 -6 11 -8 -9 14 10 18 -13 -14 -15 17 19 -18 20 -20 -21 -22 -23
leaf_value=0.0040716806577874203 0.0016953960026821445 0.0052361625510054721 0.0056841691087199013 0.00056889041211986065 0.0028393553791481144 0.0031042857800551069 0.0017659148498421671 0.0071581086830338697 0.0058199445078213905 0.0026909807524507171 0.0057212958598939047 0.0046798903663903633 0.0040798218821338555 0.0039641459294666847 0.0048396430447754631 0.0057221475107355167 0.0064840338858492379 0.0052254222638688482 0.0049740700596260807 0.0053210895588537551 0.0058563349013889361 0.0053525205191758858
leaf_weight=84 66 63 99 55 61 77 55 61 594 53 76 58 78 69 59 262 68 52 52 169 94 56
leaf_count=84 66 63 99 55 61 77 55 61 594 53 76 58 78 69 59 262 68 52 52 169 94 56
internal_value=0 0.0052607 0.00540925 0.00255358 0.00451161 0.00309654 0.00315949 0.00565236 0.00559054 0.00479649 0.00445709 0.00378138 0.0035181 0.00457142 0.00568987 0.00576075 0.00588819 0.00539297 0.00541791 0.00556494 0.00563178 0.00508959
internal_weight=0 2105 1966 256 419 201 139 1547 1486 358 259 135 131 132 1354 1093 662 261 128 431 146 115
internal_count=2361 2105 1966 256 419 201 139 1547 1486 358 259 135 131 132 1354 1093 662 261 128 431 146 115
is_linear=0
shrinkage=0.00213444


Tree=914
num_leaves=26
num_cat=0
split_feature=4 1 3 1 2 159 15 12 11 12 2 1 2 43 42 3 15 4 13 3 4 1447 50 15 133
split_gain=512.139 157.036 76.3833 37.9144 34.5875 27.4912 19.9918 19.7992 19.7114 17.0552 13.0632 12.7749 27.4727 14.6986 12.7672 11.9548 9.89874 9.86047 12.5558 8.09024 6.73354 3.99302 3.64759 3.8521 1.43896
threshold=0.30163500000000004 0.10384000000000002 -0.048154999999999996 0.13130500000000003 0.093365000000000017 0.075610000000000011 -0.41309499999999993 -0.029844999999999997 1.0000000180025095e-35 0.11721500000000001 0.11144000000000001 0.080270000000000022 0.085730000000000015 -0.081694999999999976 0.077855000000000021 -0.062184999999999997 -0.43457999999999991 -0.21586499999999997 0.0061450000000000003 -0.080734999999999987 -0.036279999999999993 -0.086059999999999984 0.099260000000000015 0.087865000000000013 0.097125000000000003
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=1 4 20 6 8 10 -2 -6 11 14 -4 21 13 -13 17 -15 -5 -9 -19 -16 -3 -1 23 -23 -21
right_child=3 2 5 16 7 -7 -8 9 -10 -11 -12 12 -14 15 19 -17 -18 18 -20 24 -22 22 -24 -25 -26
leaf_value=0.0074536223064387277 0.0045025420551290931 0.0067588993882013804 0.0051309790627438404 0.0025674008390589066 0.0049638754010198462 0.002500343331457937 0.0027847769547244615 0.0067765675014858735 0.0080303072412101859 0.0051336153840489014 0.0036474129633214214 0.005778640419683719 0.004906210335630842 0.0066292664486848514 0.0074544513148292243 0.0078134436130188872 0.0011959380466467699 0.0062179828641378745 0.0048967495139330738 0.0067241379431783686 0.0056913827616083086 0.006964289705621002 0.0062933114708015377 0.006579033093335478 0.0062702136073460998
leaf_weight=54 69 53 63 52 67 52 65 62 58 59 55 82 54 226 65 52 52 95 57 75 66 526 60 173 69
leaf_count=54 69 53 63 52 67 52 65 62 58 59 55 82 54 226 65 52 52 95 57 75 66 526 60 173 69
internal_value=0 0.00632393 0.00480216 0.00288845 0.00656371 0.00384662 0.00366947 0.00609671 0.00676321 0.00625413 0.00443969 0.0067033 0.00638495 0.00660669 0.00641036 0.00685085 0.0018819 0.00602812 0.00572268 0.00680164 0.00616703 0.00686538 0.0068235 0.00686897 0.0065068
internal_weight=0 2123 289 238 1834 170 134 549 1285 482 118 1227 414 360 423 278 104 214 152 209 119 813 759 699 144
internal_count=2361 2123 289 238 1834 170 134 549 1285 482 118 1227 414 360 423 278 104 214 152 209 119 813 759 699 144
is_linear=0
shrinkage=0.00222067


Tree=915
num_leaves=15
num_cat=0
split_feature=4 11 43 376 15 0 0 15 4 13 1375 4 0 4
split_gain=29.4642 9.04005 11.4687 9.77365 7.84576 6.26835 6.16107 10.2817 5.88391 5.15782 3.60099 3.53354 11.3238 1.70342
threshold=0.40124500000000002 1.0000000180025095e-35 -0.0096349999999999977 0.083785000000000012 -0.46503999999999995 -0.10803999999999998 -0.10220499999999998 -0.027009999999999996 0.0047850000000000011 -0.10477499999999999 -0.066804999999999989 -0.37626499999999991 -0.030209999999999997 0.20353000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -2 -6 7 8 -1 -8 -11 -12 -13 -10
right_child=4 2 -4 -5 5 -7 9 -9 13 10 11 12 -14 -15
leaf_value=0.0014107430497666477 0.0021462377517647087 0.0021607887041533084 0.0058795112756528977 0.00054606321919162834 0.0011764766165777217 -0.0014714631281553506 0.0011792494354622438 9.9458958100676035e-05 0.0045804068953841726 0.0048606301461289938 0.0044464609219607657 0.003193488299793185 0.00014437830971963668 0.0029918522510103212
leaf_weight=67 90 53 96 69 68 80 53 76 58 53 83 1394 52 54
leaf_count=67 90 53 96 69 68 80 53 76 58 53 83 1394 52 54
internal_value=0 0.00303372 0.0045572 0.00291781 0.000653129 -0.00025438 0.00300437 0.0020765 0.00291553 0.00314904 0.00321498 0.0031579 0.00308389 0.00381511
internal_weight=0 2108 149 1959 238 148 1890 255 179 1635 1582 1529 1446 112
internal_count=2346 2108 149 1959 238 148 1890 255 179 1635 1582 1529 1446 112
is_linear=0
shrinkage=0.00641253


Tree=916
num_leaves=21
num_cat=0
split_feature=1 1 133 2 43 13 43 16 50 16 474 16 13 16 159 159 13 1 11 13
split_gain=18.8599 8.36197 6.80537 5.40042 11.7488 4.93513 4.73645 4.45522 3.49102 3.43117 8.33718 5.83201 4.91915 4.56676 4.13447 4.25484 3.84529 2.56914 2.35486 3.85647
threshold=0.14262000000000002 0.09518500000000002 0.087035000000000015 0.092235000000000025 -1.0000000180025095e-35 -0.038394999999999992 -0.080249999999999988 -0.50690499999999983 0.12170000000000002 0.25032500000000008 0.059400000000000008 0.081265000000000018 -0.0073499999999999998 0.0060650000000000009 0.082200000000000009 0.10862000000000001 -0.099939999999999987 0.10658000000000002 0.086595000000000019 -0.0042049999999999995
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 8 3 6 -5 -4 -3 -6 9 11 12 13 -11 14 16 -16 -1 -8 19 -9
right_child=-2 2 5 4 7 -7 17 18 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0010678905252268106 -0.00078204294057626048 0.0046943674262883116 0.001777243914061659 -0.00071617748233747554 0.00064514316956761151 -0.0010312943550059438 0.0013536627238155605 0.0010248469742723258 0.001097101223713788 0.002203954709146552 0.0041390239842832039 0.0047530660223914266 -0.00061301221582022011 0.0012708795876139646 0.0047854478844172278 0.0024278157676239131 0.0029323865642939526 0.003265990092404547 0.004115004293386521 0.0033506435272169111
leaf_weight=54 80 62 60 72 52 56 59 55 52 64 56 83 52 76 108 53 1043 73 53 83
leaf_count=54 80 62 60 72 52 56 59 55 52 64 56 83 52 76 108 53 1043 73 53 83
internal_value=0 0.0025792 0.001909 0.00224803 0.00169744 0.000420772 0.00314165 0.00241288 0.00283441 0.00289121 0.00198234 0.00300148 0.00094055 0.00289245 0.00299035 0.00400978 0.00284067 0.00241179 0.00289377 0.00242422
internal_weight=0 2266 625 509 315 116 194 243 1641 1589 172 1417 116 1334 1258 161 1097 132 191 138
internal_count=2346 2266 625 509 315 116 194 243 1641 1589 172 1417 116 1334 1258 161 1097 132 191 138
is_linear=0
shrinkage=0.00680503


Tree=917
num_leaves=20
num_cat=0
split_feature=4 39 13 2 14 0 0 14 49 2 0 0 15 4 16 16 2 4 16
split_gain=546.094 122.241 92.8545 33.5185 32.2649 31.7575 28.3386 21.8066 19.3824 13.0988 11.9865 13.9493 12.1924 10.0412 8.5223 4.75089 4.11876 3.98452 1.13235
threshold=0.30163500000000004 0.081875000000000017 -0.16392499999999996 0.10222000000000002 0.076175000000000007 -0.10075499999999998 -0.094314999999999996 -0.41790499999999997 -0.0086549999999999978 0.12015500000000001 -0.072674999999999976 -0.10946999999999998 0.016500000000000004 -0.0084099999999999991 0.26799500000000004 -0.062394999999999992 0.11366500000000002 0.005935000000000001 0.46043000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 9 -5 -7 -3 -2 11 -4 14 16 -12 -14 18 -13 -8
right_child=5 8 3 6 -6 7 13 -9 -10 -11 12 17 15 -15 -16 -17 -18 -19 -20
leaf_value=0.0042678353549145884 0.0047769518886237716 0.0039962016645337236 0.006175502524509895 0.0048884126266025988 0.0085982178803735102 0.0035980592569255232 0.007296261028632023 0.0018438833366380243 0.005469863476677642 0.0032572001923874922 0.0053357477804479416 0.0070638997675660266 0.0064916888220066154 0.005914404398089405 0.0064795439477073474 0.0074290035107989578 0.0063842607932469439 0.0066147218010955211 0.0068304185475091478
leaf_weight=72 56 81 101 66 53 53 53 92 89 52 58 1023 52 97 67 52 72 105 52
leaf_count=72 56 81 101 66 53 53 53 92 89 52 58 1023 52 97 67 52 72 105 52
internal_value=0 0.00653791 0.00669438 0.00678876 0.00692785 0.00315134 0.00617052 0.00248523 0.00476784 0.00404544 0.00686712 0.00695255 0.00640851 0.00647926 0.00594901 0.00696057 0.00678868 0.00702211 0.00706578
internal_weight=0 2093 1923 1851 1511 253 340 145 170 108 1458 1229 229 274 125 104 177 1128 105
internal_count=2346 2093 1923 1851 1511 253 340 145 170 108 1458 1229 229 274 125 104 177 1128 105
is_linear=0
shrinkage=0.00217713


Tree=918
num_leaves=17
num_cat=0
split_feature=1 4 3 40 3 14 159 1 47 4 11 3 42 42 16 15
split_gain=525.552 84.999 76.3869 40.7844 28.9765 34.8313 28.7558 26.9445 18.4224 17.0194 13.1685 11.8986 10.806 9.36593 6.52237 4.51807
threshold=0.10538500000000002 0.41488500000000006 -0.048154999999999996 -0.076644999999999977 0.09037000000000002 0.062655000000000016 0.081445000000000017 0.12719000000000003 0.078345000000000012 0.054560000000000004 0.079915000000000014 -0.11756999999999999 0.11387000000000001 0.090625000000000025 -0.10803999999999998 -0.086599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 -1 5 9 8 -3 -4 10 11 -5 -13 -2 15 -11
right_child=1 7 6 4 -6 -7 -8 -9 -10 14 -12 12 -14 -15 -16 -17
leaf_value=0.0040343000096972484 0.0055612119631987455 0.0028568116874831927 0.0027932035886276533 0.0047734284614136119 0.0045684233726724435 0.0075030023270996962 0.0015199510105496073 0.0011725869672552485 0.0044435706883767159 0.005756031363525824 0.0068198390191531351 0.0058524333361729764 0.0051343252549086206 0.0043986906261504885 0.0045822418438434542 0.0049339672464152389
leaf_weight=73 75 82 84 57 102 53 52 100 52 75 57 1189 109 59 71 56
leaf_count=73 75 82 84 57 102 53 52 100 52 75 57 1189 109 59 71 56
internal_value=0 0.00312104 0.00379329 0.00563013 0.00569597 0.00576495 0.00289776 0.00193154 0.0034244 0.00570786 0.00579254 0.00574931 0.00579215 0.00504953 0.00511579 0.00540479
internal_weight=0 504 322 1842 1769 1667 188 182 136 1614 1412 1355 1298 134 202 131
internal_count=2346 504 322 1842 1769 1667 188 182 136 1614 1412 1355 1298 134 202 131
is_linear=0
shrinkage=0.00217713


Tree=919
num_leaves=25
num_cat=0
split_feature=4 3 3 123 3 0 0 13 0 47 4 3 4 15 155 3 4 475 3 160 401 13 3 42
split_gain=435.262 115.212 43.993 37.4948 36.9644 18.4856 16.7187 16.102 13.0726 12.9242 16.6987 18.9089 29.5933 9.33782 16.1137 24.3875 8.58204 7.57514 5.40642 4.01413 3.43466 2.94235 1.62702 0.219028
threshold=0.30163500000000004 -0.058704999999999993 0.25468500000000005 1.0000000180025095e-35 0.13772500000000001 -0.14216999999999999 -0.10075499999999998 -0.011494999999999998 -0.069389999999999993 0.077555000000000013 -0.37626499999999991 0.091170000000000015 -0.0057949999999999989 0.029300000000000003 0.10158500000000002 -0.097224999999999992 0.0030100000000000001 -0.085684999999999997 -0.080804999999999974 -0.079109999999999986 0.087110000000000007 0.0049200000000000008 -0.079379999999999992 0.085315000000000016
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 3 9 6 -1 -2 -5 16 10 -3 12 -12 14 15 -10 17 -7 -8 -18 21 -19 -21 -22
right_child=4 2 -4 7 -6 8 18 -9 13 -11 11 -13 -14 -15 -16 -17 19 20 -20 22 23 -23 -24 -25
leaf_value=0.0065806813274877432 0.0032210009792770088 0.0055377035967476935 0.0020831416204830306 0.0040102056734597578 0.00029742745712882878 0.0062147424716453561 0.0023683712431362101 0.0022673661638848309 0.0029832656216169898 0.0055035897918081361 0.0033138480329721397 0.0029800534405384025 0.0055155542341621096 0.0054202700913225455 0.0053910439946294906 0.0049407202857900826 0.0054165231803391337 0.0053944193879405817 0.0014117245107961602 0.004933067690949108 0.0056659499068141576 0.0050031021729397161 0.0044304260403747924 0.0058982947680199672
leaf_weight=56 71 53 53 54 59 61 55 55 58 74 55 55 73 96 77 75 59 783 68 75 52 115 62 52
leaf_count=56 71 53 53 54 59 61 55 55 58 74 55 55 73 96 77 75 59 783 68 75 52 115 62 52
internal_value=0 0.00501344 0.00402838 0.00427438 0.00186786 0.00530026 0.00234535 0.00313101 0.00525442 0.00467633 0.00441683 0.00409207 0.0045697 0.0048337 0.00456544 0.00408728 0.00535666 0.00543718 0.00183969 0.00491985 0.00538982 0.00534433 0.00470577 0.00578236
internal_weight=0 2093 472 419 253 1621 194 109 1565 310 236 183 128 306 210 133 1259 1063 123 196 1002 898 137 104
internal_count=2346 2093 472 419 253 1621 194 109 1565 310 236 183 128 306 210 133 1259 1063 123 196 1002 898 137 104
is_linear=0
shrinkage=0.00226508


Tree=920
num_leaves=16
num_cat=0
split_feature=4 3 39 3 2 14 43 39 4 49 49 49 12 52 4
split_gain=620.575 275.927 220.794 50.7717 47.5714 39.4906 33.3571 25.4579 15.9521 16.094 18.7496 10.6336 8.77321 4.84537 2.72165
threshold=0.30163500000000004 0.30112000000000005 0.081875000000000017 0.13772500000000001 0.12051500000000002 0.076175000000000007 -0.073404999999999984 0.081875000000000017 0.053010000000000009 -0.088434999999999986 -0.047749999999999994 -0.068884999999999988 0.096475000000000019 1.0000000180025095e-35 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 8 11 14 9 -1 -11 -4 13 -10 -2
right_child=3 -3 6 -5 -6 -7 -8 -9 12 10 -12 -13 -14 -15 -16
leaf_value=0.0082479478371620448 0.0034281614026300494 0.0010842959963570237 0.0025402129276136413 0.00041532732250766879 0.0052053170623867565 0.0087442648926482069 0.0054778718383448645 0.0020548906663995126 0.0061106726479900689 0.0055054131074312573 0.0069381053369280531 0.003997954836349309 0.0054045746438281268 0.0070164472581802457 0.0042069925162509479
leaf_weight=52 53 54 59 56 99 66 59 87 75 55 1421 57 57 64 52
leaf_count=52 53 54 59 56 99 66 59 87 75 55 1421 57 57 64 52
internal_value=0 0.00644872 0.00658905 0.00242971 0.00682836 0.00691812 0.00400572 0.0030171 0.00684819 0.00693115 0.00688474 0.00325674 0.00620135 0.0065279 0.00381411
internal_weight=0 2118 2064 248 1889 1790 175 192 1724 1528 1476 116 196 139 105
internal_count=2366 2118 2064 248 1889 1790 175 192 1724 1528 1476 116 196 139 105
is_linear=0
shrinkage=0.00240373


Tree=921
num_leaves=22
num_cat=0
split_feature=1 12 1 47 12 4 16 16 52 11 4 16 12 1 4 16 1 0 12 16 52
split_gain=521.339 116.662 70.8185 45.706 38.8548 32.0922 24.9959 23.2658 21.1923 20.8506 27.381 18.6159 12.7958 7.64512 6.42385 5.58787 5.28746 4.98008 4.85578 4.73394 4.15396
threshold=0.11695500000000002 0.054520000000000006 0.093575000000000019 0.085770000000000027 -1.0000000180025095e-35 0.053010000000000009 0.0060650000000000009 -0.073774999999999993 -0.066329999999999986 1.0000000180025095e-35 -0.099704999999999974 0.25032500000000008 0.10134500000000002 0.13130500000000003 0.0011850000000000003 0.041625000000000002 0.087840000000000015 -0.095869999999999983 0.089150000000000021 -0.12029499999999999 -0.42113499999999993
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 2 6 8 -4 9 14 -6 -2 10 -3 -11 19 -10 -1 16 17 -12 -18 -7 -17
right_child=3 5 4 -5 7 12 -8 -9 13 11 15 -13 -14 -15 -16 20 18 -19 -20 -21 -22
leaf_value=0.0064223658038539575 0.00052377979964411995 0.0042140070786643308 0.0025515118828276003 0.0035803792831644995 0.0035419719856415351 0.0054663410570380561 0.0043169601132626275 0.0054722045971543681 0.0028126293481307049 0.0073578001917058954 0.0065337023893452719 0.0056760526827387024 0.0039354973437652268 0.0017802494181220108 0.0054227552017332469 0.0057064297513166424 0.004930318770957373 0.0058525135298537175 0.0056975143935152593 0.0046830976142028559 0.0050470170843235438
leaf_weight=62 52 57 103 91 69 99 73 52 52 71 55 56 53 99 61 101 52 800 165 59 84
leaf_count=62 52 57 103 91 69 99 73 52 52 71 55 56 53 99 61 101 52 800 165 59 84
internal_value=0 0.00539619 0.00437139 0.00229803 0.00353483 0.00565672 0.00532734 0.00437169 0.00172308 0.00577292 0.00569138 0.00661643 0.00486303 0.00213593 0.00592681 0.00575835 0.00581894 0.00589636 0.00551378 0.00517401 0.00540715
internal_weight=0 2072 420 294 224 1652 196 121 203 1441 1314 127 211 151 123 1257 1072 855 217 158 185
internal_count=2366 2072 420 294 224 1652 196 121 203 1441 1314 127 211 151 123 1257 1072 855 217 158 185
is_linear=0
shrinkage=0.00217713


Tree=922
num_leaves=25
num_cat=0
split_feature=1 1 3 123 10 2 3 2 2 1 2 43 2 39 16 16 1212 2 16 42 42 42 3 3
split_gain=696.734 121.879 56.6676 47.3177 47.1465 32.3102 19.233 18.508 15.9273 15.6335 11.4056 10.8228 10.4724 15.6289 8.52068 8.14901 8.25894 6.15163 4.93076 3.61787 3.94693 3.03271 2.96415 2.88988
threshold=0.10491000000000002 0.12419000000000001 -0.029309999999999996 1.0000000180025095e-35 -0.0069899999999999988 0.12992500000000004 0.0075150000000000008 0.10575500000000002 0.090000000000000011 0.089710000000000026 0.074875000000000011 -0.14005499999999999 0.14307 0.087735000000000021 0.21684500000000004 -0.11364999999999999 0.090465000000000018 0.085730000000000015 0.0048200000000000005 0.088285000000000016 -0.0060199999999999993 0.079170000000000004 -0.076969999999999997 -0.078644999999999979
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 7 5 -3 8 -4 -2 10 11 18 -10 13 -6 21 -12 17 -17 19 20 -1 -13 -16 -21
right_child=1 4 6 -5 12 -7 -8 -9 9 -11 15 14 -14 -15 22 16 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0052654473860145896 0.0050311139094161936 -0.00027135566380394663 0.00183617315841443 0.0036689700932978097 0.0030510142338985658 0.003771655426189274 0.0032883214250153709 0.0035399416290322512 0.006186910928570032 0.0043878487720857423 0.0064220454943142991 0.0051334822863371432 0.0012163235083387193 0.001514882047373883 0.0050185817442821926 0.0059580261880298174 0.0048594140363478521 0.0055397727726655549 0.0046719029191392494 0.00478395740092547 0.0059242353735865479 0.0054987242095131924 0.0043581530128675248 0.005408741984066455
leaf_weight=83 81 52 74 72 59 52 80 62 52 94 63 168 53 53 63 256 52 359 52 62 73 232 54 65
leaf_count=83 81 52 74 72 59 52 80 62 52 94 63 168 53 53 63 256 52 359 52 62 73 232 54 65
internal_value=0 0.00260059 0.00345456 0.00530042 0.00143168 0.0053664 0.00259068 0.00438474 0.00541438 0.00516429 0.00557005 0.00529253 0.00196853 0.00232429 0.00520253 0.00571422 0.00564733 0.00571391 0.00525583 0.00536304 0.00557387 0.00534538 0.00471396 0.0051039
internal_weight=0 514 297 1852 217 1780 154 143 1728 663 1065 569 165 112 517 730 667 615 335 283 156 400 117 127
internal_count=2366 514 297 1852 217 1780 154 143 1728 663 1065 569 165 112 517 730 667 615 335 283 156 400 117 127
is_linear=0
shrinkage=0.00205156


Tree=923
num_leaves=14
num_cat=0
split_feature=1 10 4 11 0 4 0 0 1429 13 48 124 1446
split_gain=34.4903 14.0324 9.06359 9.38445 13.87 22.5316 7.24878 7.15735 4.98371 3.9592 3.73993 4.27377 3.30942
threshold=0.11695500000000002 -0.0069899999999999988 0.24099500000000004 0.080455000000000013 0.0037850000000000002 -0.46376499999999993 -0.074544999999999986 -0.14822499999999997 0.084690000000000015 -0.0068799999999999998 -0.04451999999999999 -0.08645499999999999 0.088500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 -6 -3 -4 10 -8 -1 -12 -13
right_child=1 6 7 -5 5 -7 9 -9 -10 -11 11 12 -14
leaf_value=0.0061482561502922339 -0.0019986495475489644 0.00051389184031544672 0.0001223769801812829 0.0065118134688789617 0.0045320563364122058 -0.0019891119365153878 0.002143137121212879 0.0036885054718960391 0.0026239899233271584 0.0047829029970348552 0.0021329800810549397 0.0042799254736716986 0.005806699109135326
leaf_weight=67 61 96 58 99 70 56 79 77 102 58 52 1402 89
leaf_count=67 61 96 58 99 70 56 79 77 102 58 52 1402 89
internal_value=0 0.00127284 0.00407816 0.00421202 0.0040881 0.00163311 0.00212967 0.002157 0.00426873 0.0032613 0.00437289 0.00429574 0.00437112
internal_weight=0 294 2072 1937 1838 126 233 135 1712 137 1610 1543 1491
internal_count=2366 294 2072 1937 1838 126 233 135 1712 137 1610 1543 1491
is_linear=0
shrinkage=0.00766357


Tree=924
num_leaves=21
num_cat=0
split_feature=1 10 1 51 0 11 0 0 3 3 0 133 15 133 3 1454 3 0 0 13
split_gain=23.8569 9.70799 6.77355 7.34729 9.21516 11.9485 6.58016 5.95554 5.78054 6.47886 5.0139 3.88658 3.73204 2.99887 2.72245 2.55839 2.70764 2.42681 2.38071 0.869511
threshold=0.11695500000000002 -0.0069899999999999988 0.089625000000000024 0.10328000000000001 -0.15270499999999995 0.081790000000000015 -0.029554999999999994 -0.10566999999999999 -0.15680499999999997 -0.12077499999999998 -0.074544999999999986 0.11524500000000001 -0.40992999999999996 0.093490000000000004 -0.073629999999999987 0.083100000000000021 0.084735000000000019 -0.081804999999999975 -0.071844999999999978 -0.07692499999999998
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 -2 8 4 -4 6 7 -6 -1 -10 -3 13 -12 15 17 16 -11 -13 -9 -15
right_child=1 10 3 -5 5 -7 -8 18 9 11 12 14 -14 19 -16 -17 -18 -19 -20 -21
leaf_value=0.0055525114742278414 -0.0015055938870297027 0.00038711758136277967 -2.436587216093544e-05 0.00493052944863179 0.00080986903188496901 0.0056054603138493298 -5.1307911835121835e-05 0.003379671753982994 0.0011113196373313339 0.0035653187502119243 0.0038355163077832427 0.0016985464717115526 0.0015027764719855701 0.0052618239267693675 0.0010857080191392784 0.0021379549629179026 0.0019345401579316148 0.0035414238511089291 0.0018659159344354577 0.0039821368884850128
leaf_weight=54 61 96 77 52 77 55 56 201 66 930 56 52 81 52 52 74 52 103 67 52
leaf_count=54 61 96 77 52 77 55 56 201 66 930 56 52 81 52 52 74 52 103 67 52
internal_value=0 0.000958878 0.00307215 0.00243894 0.00219571 0.00257076 0.00215434 0.00251258 0.00332121 0.00323707 0.0016044 0.00333965 0.00245685 0.00349615 0.0024623 0.00338513 0.00347904 0.00292365 0.00300151 0.00462269
internal_weight=0 294 2072 585 533 456 401 345 1487 1433 233 1367 137 1160 207 1056 982 155 268 104
internal_count=2366 294 2072 585 533 456 401 345 1487 1433 233 1367 137 1160 207 1056 982 155 268 104
is_linear=0
shrinkage=0.00694113


Tree=925
num_leaves=19
num_cat=0
split_feature=3 3 43 2 2 43 3 11 11 159 2 49 47 3 10 3 3 43
split_gain=331.234 120.865 143.176 52.965 51.1136 38.4315 22.2364 18.5279 22.3151 14.1074 15.339 9.44024 9.57024 5.75401 5.44299 4.26313 4.05781 2.73132
threshold=-0.052614999999999995 0.30112000000000005 -0.033174999999999989 0.11366500000000002 0.11197500000000002 -0.097279999999999991 -0.10175499999999998 0.087575000000000014 1.0000000180025095e-35 0.081925000000000012 0.085730000000000015 -0.080089999999999981 0.10323000000000002 0.099220000000000017 -1.0000000180025095e-35 -0.11756999999999999 -0.076554999999999998 -0.079584999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 9 -2 -5 8 11 10 -4 -1 15 -12 -7 -13 -17 -16
right_child=1 -3 4 6 -6 14 -8 -9 -10 -11 13 12 -14 -15 17 16 -18 -19
leaf_value=0.0054191386361686607 0.0048167757688822787 0.0018721258032826961 0.0069330657666370242 0.0038181243415534353 0.0041395441086729502 0.0020491783900314733 0.0056093456066899803 0.0051781898353077897 0.0075391905204563146 0.0072656549820305279 0.0050800382661467108 0.0058249624600064101 0.005619602684557223 0.006057572179746379 0.0033319685188451446 0.0065005989277038927 0.0061329902630123598 0.0025864059998548456
leaf_weight=60 60 96 55 60 88 54 97 71 85 52 79 64 88 55 52 1006 194 54
leaf_count=60 60 96 55 60 88 54 97 71 85 52 79 64 88 55 52 1006 194 54
internal_value=0 0.00426425 0.0046825 0.00620507 0.00564742 0.00323938 0.00492496 0.00633323 0.00638799 0.00619791 0.00590401 0.00631868 0.00635858 0.00548145 0.00264771 0.00641001 0.00644119 0.00295239
internal_weight=0 645 549 1725 329 220 157 1568 1497 241 189 1412 1352 134 160 1264 1200 106
internal_count=2370 645 549 1725 329 220 157 1568 1497 241 189 1412 1352 134 160 1264 1200 106
is_linear=0
shrinkage=0.00231039


Tree=926
num_leaves=25
num_cat=0
split_feature=1 3 2 4 39 2 2 2 12 4 2 1 0 4 13 156 51 0 2 1 52 403 12 133
split_gain=983.777 165.538 73.3691 70.0338 59.0712 41.3631 36.5657 33.5147 21.6399 23.2688 14.4722 26.2009 23.2481 14.4153 8.45342 7.24883 6.40404 6.76478 4.91531 4.69123 4.53159 3.63719 3.12067 1.80257
threshold=0.10508500000000001 -0.052614999999999995 0.14234000000000005 0.30163500000000004 0.081875000000000017 0.11366500000000002 -1.0000000180025095e-35 0.10904500000000002 0.092495000000000008 -0.50388999999999984 0.088885000000000006 0.088735000000000022 -0.099059999999999995 0.020345000000000005 -0.059914999999999989 0.087205000000000019 -0.010724999999999998 -0.072529999999999983 0.093070000000000014 0.080475000000000005 -0.091784999999999992 -0.072134999999999991 -0.010219999999999998 0.056015000000000002
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=4 3 6 20 5 8 -3 -8 9 -1 12 18 19 16 -7 -14 -10 21 -12 -11 -2 -18 -9 -19
right_child=1 2 -4 -5 -6 14 7 22 13 10 11 -13 15 -15 -16 -17 17 23 -20 -21 -22 -23 -24 -25
leaf_value=0.007048900298528428 0.0052843736554069017 0.00062629995931269978 -0.00043095683550718733 0.0020399486534238179 0.0038832863042682951 0.0050446158417173674 0.003751476457382814 0.0013743609581089056 0.0060421969734553794 0.0071925373395294581 0.0053880763406036741 0.0040278952767999815 0.0058019552586088931 0.0042540281452555272 0.003940746965960148 0.0051027538116664049 0.005917803292907157 0.0045572265900217287 0.0059730093039518555 0.0063217599393085759 0.0044222701361767546 0.005321172398091537 0.0020641033345370186 0.0051130734780486242
leaf_weight=61 53 74 82 61 98 52 54 52 57 56 164 55 633 56 74 73 62 52 104 54 55 170 65 53
leaf_count=61 53 74 82 61 98 52 54 52 57 56 164 55 633 56 74 73 62 52 104 54 55 170 65 53
internal_value=0 0.00215134 0.00128216 0.00383301 0.00546564 0.00555294 0.00185562 0.00238747 0.00564124 0.00578817 0.00572063 0.00534494 0.00586932 0.00524937 0.00439649 0.00572969 0.00539078 0.00528053 0.00561515 0.00676527 0.00484555 0.00548071 0.00175774 0.00483801
internal_weight=0 496 327 169 1874 1776 245 171 1650 1200 1139 323 816 450 126 706 394 337 268 110 108 232 117 105
internal_count=2370 496 327 169 1874 1776 245 171 1650 1200 1139 323 816 450 126 706 394 337 268 110 108 232 117 105
is_linear=0
shrinkage=0.00209259


Tree=927
num_leaves=24
num_cat=0
split_feature=1 3 39 4 1 4 0 3 133 4 47 3 1 160 160 1 0 159 42 0 0 51 51
split_gain=593.89 124.259 70.8019 51.2753 37.1242 20.261 21.0022 23.985 12.8632 17.4427 11.872 21.028 16.0219 9.17228 10.5293 7.44359 11.8608 6.63401 9.38706 9.22969 6.1937 4.85842 2.55487
threshold=0.10491000000000002 -0.052614999999999995 0.081875000000000017 0.30163500000000004 0.14699000000000004 0.054560000000000004 -0.079119999999999982 -0.13088999999999998 -0.035819999999999991 -0.50388999999999984 0.10019500000000002 0.0025650000000000004 0.11869500000000001 -1.0000000180025095e-35 0.041405000000000004 0.083065000000000014 -0.049744999999999991 1.0000000180025095e-35 0.083725000000000008 -0.11471499999999998 -0.071519999999999986 0.11221500000000002 -1.0000000180025095e-35
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 3 5 22 10 6 7 -1 -8 -10 11 -3 -13 -7 -15 16 -11 19 -19 -9 -17 -21 -2
right_child=1 4 -4 -5 -6 13 8 17 9 15 -12 12 -14 14 -16 20 -18 18 -20 21 -22 -23 -24
leaf_value=0.0059189947352232134 0.0045327725706384298 0.00096023953961536443 0.0029532318444512986 0.0021190628050438871 0.00015939726821429965 0.0046068365690668097 0.0036033670584404444 0.0039740082520975037 0.0052885318976621364 0.0043167407839193074 0.002611087704492249 0.0027468750609191419 0.0014118958801239742 0.0033078622774453887 0.0043779264767594278 0.0042391973791645679 0.0033127314525963248 0.0056131724153506892 0.0046227506955324217 0.0047585691169903192 0.0050079157164898405 0.0041679634187181801 0.0039633970801242376
leaf_weight=62 54 93 98 61 56 61 71 62 73 177 53 67 58 80 53 73 53 66 67 750 73 52 57
leaf_count=62 54 93 98 61 56 61 71 62 73 177 53 67 58 80 53 73 53 66 67 750 73 52 57
internal_value=0 0.00220968 0.00449128 0.00348829 0.00153708 0.00457629 0.00464599 0.00479634 0.00433977 0.00445617 0.0018217 0.00162969 0.0021276 0.00400884 0.00373443 0.00429451 0.00408547 0.0047265 0.00511439 0.00466677 0.00462369 0.0047203 0.00424057
internal_weight=0 499 1871 172 327 1773 1579 1059 520 449 271 218 125 194 133 376 230 997 133 864 146 802 111
internal_count=2370 499 1871 172 327 1773 1579 1059 520 449 271 218 125 194 133 376 230 997 133 864 146 802 111
is_linear=0
shrinkage=0.00185816


Tree=928
num_leaves=23
num_cat=0
split_feature=1 3 4 39 1 376 12 41 4 3 12 1375 12 4 3 4 4 42 3 12 49 4
split_gain=488.358 88.5707 44.8774 36.5755 22.3402 21.9503 21.4324 33.0184 11.6838 21.8438 11.0561 9.33494 9.90319 8.57895 8.06996 19.1472 7.5113 4.72495 3.38663 1.79362 1.61987 0.519782
threshold=0.10312500000000001 -0.052614999999999995 0.30163500000000004 0.081875000000000017 0.14699000000000004 0.084145000000000011 0.093175000000000022 0.075585000000000013 -0.5031049999999998 -0.10468499999999999 0.11844 -0.080114999999999978 0.023990000000000004 -0.036279999999999993 0.011825000000000002 0.024315000000000003 -0.068189999999999987 0.086635000000000004 -0.081604999999999997 0.099340000000000012 0.096010000000000012 -0.014099999999999998
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 13 6 5 14 7 8 -1 -10 16 -11 -13 -2 -3 -16 17 19 -18 -8 21 -20
right_child=1 4 -4 -5 -6 -7 10 -9 9 11 -12 12 -14 -15 15 -17 18 -19 20 -21 -22 -23
leaf_value=0.0069272324804098779 0.0058827177971052446 0.0025846182878645658 0.0028745160251333205 0.0042478748836599018 0.0011994275061195919 0.0014882622977333256 0.006495878986027076 0.0075452301270768187 0.0044683643640961697 0.0050609077137217422 0.004460152693778933 0.0066176613145107642 0.0058686663874163419 0.0046979898388054076 0.0045649490632687683 0.0028024856310466858 0.0047514468689641588 0.0054629069555576703 0.0053962012280058787 0.0058794498671871486 0.0051059139798065615 0.0057310839056667687
leaf_weight=53 61 98 63 86 56 56 52 66 61 68 61 106 893 71 52 90 59 91 52 52 66 57
leaf_count=53 61 98 63 86 56 56 52 66 61 68 61 106 893 71 52 90 59 91 52 52 66 57
internal_value=0 0.00323048 0.00447973 0.0057197 0.00253836 0.00279159 0.00579255 0.00595361 0.00586464 0.0058147 0.00538262 0.00589164 0.00594816 0.00524566 0.0030956 0.00344807 0.00551373 0.0058497 0.00523365 0.0061879 0.00539608 0.00557155
internal_weight=0 547 195 1823 352 296 1737 1247 1181 1128 490 1067 999 132 240 142 429 195 234 104 175 109
internal_count=2370 547 195 1823 352 296 1737 1247 1181 1128 490 1067 999 132 240 142 429 195 234 104 175 109
is_linear=0
shrinkage=0.00231039


Tree=929
num_leaves=21
num_cat=0
split_feature=1 3 4 1 12 4 43 3 16 0 3 12 158 51 475 0 4 43 0 4
split_gain=602.885 127.474 39.9888 30.6767 25.9936 21.1126 17.1356 48.7184 13.8851 12.9174 12.3836 12.813 11.9901 11.0002 10.9634 12.3823 8.03219 5.42081 4.17476 3.81905
threshold=0.10312500000000001 -0.058704999999999993 0.30163500000000004 0.14741000000000001 -0.090699999999999989 0.054560000000000004 -0.049364999999999992 0.11745500000000002 -0.14743999999999996 -0.079604999999999995 0.08734500000000002 0.086795000000000011 0.07968500000000002 0.11178000000000002 -0.085599999999999996 -0.077914999999999984 -0.036279999999999993 -0.057214999999999995 -0.14012999999999998 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 16 6 -1 8 9 -8 -6 -3 11 14 17 19 -10 -16 -2 -7 -9 -13
right_child=1 3 -4 -5 5 12 7 18 10 -11 -12 13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.004784994027818297 0.0063163476963400559 0.0016224188613063414 0.0035155984749802621 0.0011014591793335369 0.0074267807034954772 0.0057198625171574003 0.0051482335957202443 0.0021625952622493735 0.0076457411892965977 0.0030341062814576172 0.0054854019473911109 0.0063296103921538904 0.0064549414270985081 0.0053376197758113293 0.0066822211591259272 0.0055443763903839918 0.0051843741799535367 0.0047962228865353193 0.0030490231483073149 0.0057897134113117209
leaf_weight=62 61 62 63 52 61 58 58 58 52 72 86 760 55 69 413 56 69 76 52 75
leaf_count=62 61 62 63 52 61 58 58 58 52 72 86 760 55 69 413 56 69 76 52 75
internal_value=0 0.00351663 0.00499767 0.0027091 0.00622811 0.00627891 0.00298583 0.00346801 0.00636501 0.00238112 0.00632213 0.00637261 0.00556262 0.00620916 0.00665618 0.00654641 0.00571572 0.00519619 0.00258185 0.00628115
internal_weight=0 547 193 354 1823 1761 302 168 1572 134 1511 1425 189 904 521 469 130 134 110 835
internal_count=2370 547 193 354 1823 1761 302 168 1572 134 1511 1425 189 904 521 469 130 134 110 835
is_linear=0
shrinkage=0.00226508


Tree=930
num_leaves=23
num_cat=0
split_feature=1 1 16 123 12 2 2 0 15 15 0 52 16 43 132 12 15 12 13 42 42 2
split_gain=540.42 90.9539 59.3001 49.0866 25.7529 24.8522 50.6959 16.045 14.7492 17.4963 25.0424 11.8291 14.0989 10.8847 7.70698 6.14044 4.46439 3.46436 2.51173 4.45958 2.40097 0.252703
threshold=0.10491000000000002 0.13630500000000004 0.12292000000000002 1.0000000180025095e-35 0.11721500000000001 -1.0000000180025095e-35 0.10613000000000002 -0.065794999999999979 0.022565000000000005 -0.19301999999999997 -0.11208499999999998 0.10096500000000001 -0.080419999999999978 -1.0000000180025095e-35 0.082150000000000015 0.082295000000000021 0.087010000000000018 0.085090000000000013 0.0083850000000000018 0.08733500000000001 -0.07793499999999999 0.12015500000000001
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 5 4 8 -2 -7 -3 9 -1 -11 14 -13 -8 -12 -10 17 -17 19 -18 -19 -15
right_child=1 7 -4 -5 -6 6 13 -9 15 10 11 12 -14 21 -16 16 18 20 -20 -21 -22 -23
leaf_value=0.0068393102090858991 0.0021192632991606087 0.0025144539323607926 0.0053488882104278761 0.004068579255788584 0.0044718915255246875 0.005460445741013481 0.0024743046181525037 0.00099799081730476405 0.0067357300741958366 0.0045969152295832361 0.0059127664788914897 0.0058210630475687038 0.0043058776897408882 0.0034251711301073748 0.0051824218387162158 0.0057995502943718677 0.0062210438922379405 0.0060637237545810782 0.0055453487740805092 0.0057830687097795161 0.006565623035290802 0.0036436185012159437
leaf_weight=52 59 57 82 75 62 52 71 66 54 99 557 55 53 53 72 61 169 68 80 265 116 53
leaf_count=52 59 57 82 75 62 52 71 66 54 99 557 55 53 53 72 61 169 68 80 265 116 53
internal_value=0 0.00326016 0.00377844 0.00572759 0.00579815 0.00333122 0.00364337 0.00170092 0.00584648 0.00565965 0.00558624 0.00571911 0.00507771 0.00310941 0.0058292 0.00605053 0.00600175 0.00623577 0.00589016 0.00595367 0.00638026 0.00353461
internal_weight=0 493 370 1838 1763 288 229 123 1701 888 836 737 108 177 629 813 759 245 514 434 184 106
internal_count=2331 493 370 1838 1763 288 229 123 1701 888 836 737 108 177 629 813 759 245 514 434 184 106
is_linear=0
shrinkage=0.00209259


Tree=931
num_leaves=25
num_cat=0
split_feature=1 1 160 52 1 3 4 52 159 1 51 51 4 12 52 15 12 15 15 15 15 1453 3 1212
split_gain=25.7967 11.6034 9.64817 9.3915 9.08787 6.82235 6.33929 4.63088 5.70408 4.82063 9.49363 11.6028 6.40205 5.23822 3.71399 3.52226 3.1397 2.96059 2.56099 6.11111 2.23114 2.13415 2.72351 2.09143
threshold=0.10335000000000001 0.14262000000000002 0.075825000000000017 0.13378000000000004 0.11203500000000001 -0.073159999999999989 0.41181500000000004 0.13796000000000003 -0.032739999999999991 0.080270000000000022 -0.10830999999999999 -0.078584999999999974 0.0082450000000000006 0.082295000000000021 -0.064819999999999989 -0.45726999999999995 0.11461500000000001 -0.016949999999999996 -0.091059999999999988 0.080840000000000009 0.029300000000000003 -1.0000000180025095e-35 -0.11197999999999998 -0.014129999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 14 9 20 13 -11 -12 18 17 -6 -8 21 -1 -13 -20 -9 -15 -23 -24
right_child=1 -3 -4 -5 6 -7 15 8 -10 10 11 12 -14 16 -16 -17 -18 -19 19 -21 -22 22 23 -25
leaf_value=0.0037414814839582607 0.0021486584616866615 -0.00017135003974358875 0.00011571154566135596 0.0045912031796067326 0.0027169151474697936 -0.00058933003258663348 0.0027416176229255679 0.0024786050347410265 0.0013337838793604439 0.0049560125202754495 9.452417625629655e-05 0.0020756086059154203 0.0011393696055279621 0.0044353719057825119 0.0046659893143941207 0.00074435617753835441 0.0021217243512760384 0.0055242357163868307 0.0046467754510065365 0.0028363755388324521 0.0039026788371617077 0.0044666677147894036 0.0040008387253302868 0.0031409514354142441
leaf_weight=61 55 79 63 52 66 54 53 74 90 54 52 56 56 56 53 53 62 52 79 192 60 59 97 703
leaf_count=61 55 79 63 52 66 54 53 74 90 54 52 56 56 56 53 53 62 52 79 192 60 59 97 703
internal_value=0 0.00176222 0.00210256 0.00242668 0.00208952 0.000791688 0.00271798 0.00313803 0.0024006 0.00324261 0.00279049 0.00252153 0.0028509 0.00344539 0.00358548 0.00174354 0.00331614 0.00456238 0.00314382 0.00336435 0.00311669 0.00339701 0.00332924 0.00324529
internal_weight=0 528 449 386 334 109 225 1803 224 1579 489 435 383 1090 119 106 977 113 327 271 134 915 859 800
internal_count=2331 528 449 386 334 109 225 1803 224 1579 489 435 383 1090 119 106 977 113 327 271 134 915 859 800
is_linear=0
shrinkage=0.00547303


Tree=932
num_leaves=24
num_cat=0
split_feature=1 1 3 2 14 4 3 1 0 4 2 0 0 3 3 47 4 13 1 43 2 4 3
split_gain=1092 159.217 91.0553 73.6251 56.0398 53.7385 38.9347 32.6965 26.3736 19.8468 19.8334 16.6317 17.8307 11.7038 7.22738 7.35827 6.54709 7.29855 6.33737 9.78873 3.66927 3.38445 1.49132
threshold=0.10538500000000002 0.12450500000000002 -0.036844999999999996 0.099675000000000014 0.062655000000000016 0.062150000000000004 0.31400500000000003 0.089625000000000024 -0.091674999999999993 0.42405000000000009 0.12358500000000001 -0.095264999999999989 -0.070064999999999975 0.0075150000000000008 -0.12077499999999998 0.077555000000000013 -0.076184999999999989 -0.079149999999999984 0.077300000000000021 -0.076834999999999987 0.091250000000000012 -0.050564999999999992 -0.068254999999999982
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 5 4 7 -2 9 14 -5 -3 18 -9 21 -4 -1 16 20 -18 19 -10 -16 -13 -21
right_child=1 6 13 8 -6 -7 -8 11 10 -11 -12 12 -14 -15 15 -17 17 -19 -20 22 -22 -23 -24
leaf_value=0.0056174346749097307 0.0059806001463076275 0.0020279502811367421 0.0011947244202987694 0.0040462663977832904 0.0086643893437848753 0.0029306493116812806 -0.0010691535357743611 0.0042840822431233208 0.006379038650950521 0.00024117276989690353 0.0042441666679021196 0.0058588020052177513 0.0045585102110010821 0.0025764454306509313 0.0066802944385441366 0.0071466682999604594 0.0064504230910213158 0.0058362588430511952 0.0065848122185435043 0.0048775676060845534 0.0060382522628059142 0.0065399340206106589 0.0054592916837741846
leaf_weight=60 77 75 69 94 58 59 65 52 62 69 56 95 52 73 457 88 293 183 52 52 59 78 53
leaf_count=60 77 75 69 94 58 59 65 52 62 69 56 95 52 73 457 88 293 183 52 52 59 78 53
internal_value=0 0.00206011 0.00325183 0.0061071 0.0063474 0.00465765 0.000474843 0.00625255 0.00514644 0.00117196 0.00552241 0.00551117 0.00579464 0.00190523 0.00643267 0.00647794 0.00641859 0.00621436 0.00584915 0.00561993 0.00660693 0.00616605 0.00517144
internal_weight=0 487 278 1844 1475 136 209 1417 369 144 275 277 225 142 1140 1080 992 476 219 167 516 173 105
internal_count=2331 487 278 1844 1475 136 209 1417 369 144 275 277 225 142 1140 1080 992 476 219 167 516 173 105
is_linear=0
shrinkage=0.00240373


Tree=933
num_leaves=17
num_cat=0
split_feature=3 40 3 16 4 16 13 16 3 0 12 0 16 0 12 13
split_gain=22.6132 11.4454 7.01219 6.55322 5.88503 5.79964 5.715 6.79616 11.01 9.28257 5.31146 4.44185 4.44011 4.20447 5.54886 1.9316
threshold=0.11745500000000002 -0.012109999999999998 0.09722500000000002 -0.016079999999999994 0.39574000000000004 -0.011859999999999997 0.034905000000000012 0.081265000000000018 -0.085684999999999997 -0.076969999999999997 0.096915000000000015 -0.11242999999999999 -0.43370499999999995 -0.14097999999999997 0.082295000000000021 0.0052200000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 5 13 7 9 -9 -7 -8 -2 -1 -3 -15 -16
right_child=11 2 -4 -5 -6 6 10 8 -10 -11 -12 -13 -14 14 15 -17
leaf_value=0.0026824348959876751 0.0018593047291047826 0.0025961198595725863 0.0060659567422816137 0.0035700080536914744 0.0016576690913416541 0.0034817627329205686 0.00072307825618524689 0.0074645721694294471 0.0036521771612563684 -2.0983408002504508e-06 0.0037448522323271093 -0.00058411206803600025 -0.00012994834490337911 0.0066388585165681824 0.0043003567489128458 0.0033460452528448221
leaf_weight=52 97 90 76 93 74 253 84 57 172 52 54 74 81 54 827 141
leaf_count=52 97 90 76 93 74 253 84 57 172 52 54 74 81 54 827 141
internal_value=0 0.00364036 0.00382737 0.0020397 0.00373576 0.00382191 0.00327029 0.00362268 0.00460146 0.00288753 0.00190609 0.000801451 0.000969027 0.0041552 0.00429241 0.00416143
internal_weight=0 2160 1934 226 1858 1784 672 534 229 305 138 171 133 1112 1022 968
internal_count=2331 2160 1934 226 1858 1784 672 534 229 305 138 171 133 1112 1022 968
is_linear=0
shrinkage=0.0075133


Tree=934
num_leaves=22
num_cat=0
split_feature=3 1 1456 3 52 12 52 4 3 0 52 4 16 3 4 13 4 4 12 13 50
split_gain=16.7807 8.53916 9.59518 8.0206 6.27018 6.98023 11.2016 8.70007 7.70108 5.16199 5.1069 3.66294 3.65724 4.33989 5.70131 2.9803 2.55314 2.12543 4.83452 1.96761 1.57373
threshold=0.31370500000000007 0.089625000000000024 -0.00059999999999999995 -0.24162499999999998 -0.51745999999999992 0.088395000000000015 0.0085900000000000021 0.046720000000000005 0.0075150000000000008 -0.13513499999999998 0.40391000000000005 -0.00059999999999999995 -0.011859999999999997 -0.038414999999999998 -0.084284999999999985 -0.076734999999999984 0.0047850000000000011 0.029980000000000003 0.08401500000000002 -0.067634999999999987 0.10030500000000002
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 9 -3 -4 -5 6 8 15 -6 11 12 -1 17 14 -14 -7 -16 18 -11 -19 -20
right_child=-2 2 3 4 5 7 -8 -9 -10 10 -12 -13 13 -15 16 -17 -18 19 20 -21 -22
leaf_value=0.0034607753784386907 -0.00045309427563942185 0.0053275521849327628 0.0047612081279303133 0.0042445909705805113 0.00068687652759170459 0.0049643263540763913 -0.0017812728607672732 0.00056619947209521121 0.003141413075217266 0.0054936520029616144 0.001323044201854305 0.0062177230100786364 0.00055437979134299268 0.0044230610161443938 0.003159923922510278 0.0028672370181906993 0.0015191962035034591 0.0036339693464300469 0.0036190735621486254 0.0016747803817323665 0.0024350251104857195
leaf_weight=53 83 53 56 55 188 52 65 81 110 73 80 52 72 70 267 127 64 53 549 59 69
leaf_count=53 83 53 56 55 188 52 65 81 110 73 80 52 72 70 267 127 64 53 549 59 69
internal_value=0 0.00291872 0.00229983 0.0020811 0.00185961 0.00164894 0.00098872 0.0025704 0.00159318 0.00325205 0.00313005 0.00482687 0.00324328 0.00272874 0.00243425 0.00347689 0.00284292 0.00354627 0.00369911 0.0026026 0.003487
internal_weight=0 2248 787 734 678 623 363 260 298 1461 1356 105 1276 473 403 179 331 803 691 112 618
internal_count=2331 2248 787 734 678 623 363 260 298 1461 1356 105 1276 473 403 179 331 803 691 112 618
is_linear=0
shrinkage=0.00736598


Tree=935
num_leaves=15
num_cat=0
split_feature=2 15 0 15 15 150 2 0 0 3 1427 16 3 51
split_gain=21.4886 17.1497 9.88824 13.5621 5.31011 4.64292 10.044 8.62577 5.4224 5.35946 3.26057 4.1753 4.33899 3.13526
threshold=0.11378000000000001 -0.029334999999999996 -0.10490499999999998 -0.099329999999999988 -0.41971499999999995 0.089155000000000012 -0.045829999999999989 -0.14803999999999998 -0.098179999999999976 0.084735000000000019 1.0000000180025095e-35 0.25032500000000008 -0.14162499999999997 -0.011859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 -6 9 -7 -8 11 12 -9 -13
right_child=1 -3 3 -5 5 8 7 10 -10 -11 -12 13 -14 -15
leaf_value=0.00074303767044991607 0.0041468188245933598 -0.0020947053792755971 -0.0015621091119780912 0.0030076899487343624 0.0066846731833769902 -0.00030436757410943371 0.0067683235827728609 0.0054211691089405467 0.0029423118924943349 0.0032672123998719708 0.0049655825565738804 0.0024463622405499108 0.0029748817011336702 0.00010225315037572259
leaf_weight=66 93 98 86 93 57 56 70 52 96 53 55 132 1289 56
leaf_count=66 93 98 86 93 57 56 70 52 96 53 55 132 1289 56
internal_value=0 0.000880157 0.00195231 0.000811649 0.00305823 0.00313794 0.00325786 0.00314338 0.00174558 0.00526043 0.00297893 0.00290741 0.00306981 0.00174859
internal_weight=0 370 272 179 1982 1916 1764 1707 152 123 1584 1529 1341 188
internal_count=2352 370 272 179 1982 1916 1764 1707 152 123 1584 1529 1341 188
is_linear=0
shrinkage=0.00829529


Tree=936
num_leaves=11
num_cat=0
split_feature=39 457 14 3 15 1452 3 3 3 15
split_gain=12.1797 8.01324 8.33702 5.90857 11.1047 6.30022 4.67954 3.38866 5.04241 3.36265
threshold=0.10076500000000001 0.11251000000000001 0.076175000000000007 -0.15315499999999996 -1.0000000180025095e-35 0.093985000000000013 0.20828500000000003 -0.0035149999999999995 -0.073629999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -5 -9
right_child=-2 -3 -4 5 -6 -7 -8 9 -10 -11
leaf_value=-0.0017606094145460234 -0.00045733170171052362 -0.00063219921079322831 0.0039245461706908001 0.0019732051693042824 0.001903490053181486 0.0040185041449866694 0.00041136632723372555 0.002054254372357507 0.0011211553400869386 0.0037061047469880157
leaf_weight=52 98 52 75 1280 88 53 89 140 350 75
leaf_count=52 98 52 75 1280 88 53 89 140 350 75
internal_value=0 0.00180613 0.00186374 0.00179104 0.000542059 0.00187901 0.00182034 0.00188827 0.00179029 0.00263079
internal_weight=0 2254 2202 2127 140 1987 1934 1845 1630 215
internal_count=2352 2254 2202 2127 140 1987 1934 1845 1630 215
is_linear=0
shrinkage=0.00628679


Tree=937
num_leaves=17
num_cat=0
split_feature=1 49 151 10 0 16 1 12 1 16 1 0 159 159 16 12
split_gain=11.4725 8.58813 10.1425 8.40914 5.94149 10.6691 5.91032 5.22342 4.32011 4.10148 3.57682 2.99525 2.54424 3.11945 3.66334 3.23334
threshold=0.11367000000000001 -0.085949999999999985 0.0049050000000000005 -0.0069899999999999988 0.0037850000000000002 0.081265000000000018 0.13976500000000003 0.092615000000000017 0.078340000000000007 0.12292000000000002 0.12986500000000004 -0.23046999999999998 0.11402500000000002 0.081925000000000012 -0.013529999999999999 -0.088684999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -2 11 -6 9 -7 -1 10 -5 -3 13 15 -15 -13
right_child=3 2 -4 6 5 7 -8 -9 -10 -11 -12 12 -14 14 -16 -17
leaf_value=0.0021592800546864914 -0.0020237408462388164 0.003345421611787833 -0.001304558268289926 -0.00099133056906089553 -0.001897454536766701 0.003022224096724359 0.0026635648129928933 0.0001218799823296873 0.004864003687335347 0.0018988596512177023 0.001098617683803739 0.00012167750958884407 0.00056605965137716645 0.0040072539430158864 0.0018847005323823049 0.0018068562127178508
leaf_weight=52 56 59 53 103 57 63 65 53 58 57 60 55 76 64 92 1329
leaf_count=52 56 59 53 103 57 63 65 53 58 57 60 55 76 64 92 1329
internal_value=0 0.00173681 0.00162977 0.000386649 0.00171396 0.000512745 0.000860524 0.00169769 0.00358607 0.000327477 -0.000221579 0.00183798 0.0017829 0.00184291 0.00275596 0.00173994
internal_weight=0 2011 1901 341 1848 173 285 116 110 220 163 1675 1616 1540 156 1384
internal_count=2352 2011 1901 341 1848 173 285 116 110 220 163 1675 1616 1540 156 1384
is_linear=0
shrinkage=0.00680503


Tree=938
num_leaves=11
num_cat=0
split_feature=39 1375 48 9 48 3 52 15 15 151
split_gain=7.08238 5.46454 8.94469 5.38235 4.68082 5.96929 10.3387 8.18272 6.11185 6.70355
threshold=0.10076500000000001 -0.093609999999999985 -0.087924999999999989 -1.0000000180025095e-35 -0.015314999999999997 -0.0035149999999999995 -0.092264999999999986 -0.072469999999999993 -0.41880499999999993 -0.086654999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 8 -7 -8 -6 -10
right_child=-2 2 3 4 5 6 7 -9 9 -11
leaf_value=-0.00077903830579434223 -0.00055047065314483851 0.004463955805526075 -0.00077746298852920828 -0.00023051165316415878 -0.0010564916626335549 0.00020203666198645152 0.0025294429693344467 0.0058806806485146752 -0.00040451095867105315 0.0016189240227082321
leaf_weight=57 98 55 57 80 52 70 135 56 94 1598
leaf_count=57 98 55 57 80 52 70 135 56 94 1598
internal_value=0 0.00147174 0.00153017 0.0014548 0.00151586 0.00158558 0.00262488 0.00351242 0.00143 0.00150646
internal_weight=0 2254 2197 2142 2085 2005 261 191 1744 1692
internal_count=2352 2254 2197 2142 2085 2005 261 191 1744 1692
is_linear=0
shrinkage=0.00736598


Tree=939
num_leaves=24
num_cat=0
split_feature=1 12 1 3 12 3 3 48 4 0 3 49 0 48 15 12 1 4 16 1429 401 15 16
split_gain=480.04 95.1494 68.6575 35.8744 22.5819 17.996 22.4803 14.2101 13.6709 11.8245 10.6997 10.5566 9.10878 8.05915 7.55378 6.93955 6.42312 6.20381 5.04778 4.45056 4.22037 3.32814 1.56208
threshold=0.11654500000000001 0.054520000000000006 0.088595000000000021 -0.055839999999999994 0.099815000000000015 -0.0063999999999999986 0.11745500000000002 0.083180000000000018 0.058330000000000007 -0.061654999999999995 -0.15680499999999997 -0.020999999999999994 -0.061204999999999989 0.084725000000000009 -0.095244999999999982 -0.080579999999999985 0.079415000000000013 0.054560000000000004 -0.42618999999999996 0.084885000000000002 0.087495000000000003 -0.069404999999999981 -0.065564999999999984
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=1 2 16 -2 10 7 11 -4 12 15 -3 -7 21 17 -15 -5 -1 19 -19 20 -12 -6 -23
right_child=3 4 5 9 8 6 -8 -9 -10 -11 13 -13 -14 14 -16 -17 -18 18 -20 -21 -22 22 -24
leaf_value=0.0042739402638335847 0.0026699437777578127 0.0055229874600936715 0.0013784361784499397 0.0019439093929739897 0.0050207954743707768 0.0031749087764469542 0.0021642777090907879 0.0029429154380175202 0.003144998019530252 0.00034602986853225331 0.0047296510400598943 0.0044765139722353735 0.0035585374680415088 0.0046577069843145389 0.0036859054465549898 0.00096155007783854359 0.0051684976426787507 0.0047937981648480217 0.0038977934333815113 0.0053560558269410054 0.0051878338400517185 0.004637218642700963 0.0041247660300486357
leaf_weight=85 83 77 52 59 52 56 54 54 57 77 847 58 54 84 65 74 65 52 65 66 104 52 60
leaf_count=85 83 77 52 59 52 56 54 54 57 77 847 58 54 84 65 74 65 52 65 66 104 52 60
internal_value=0 0.00440189 0.00350065 0.00148179 0.00463559 0.00286493 0.0032997 0.00217565 0.00407716 0.00101207 0.00474849 0.00383733 0.00432079 0.00470199 0.00423392 0.0013975 0.00466173 0.00476347 0.00429621 0.0048172 0.00477978 0.00457164 0.00436289
internal_weight=0 2059 424 293 1635 274 168 106 275 210 1360 114 218 1283 149 133 150 1134 117 1017 951 164 112
internal_count=2352 2059 424 293 1635 274 168 106 275 210 1360 114 218 1283 149 133 150 1134 117 1017 951 164 112
is_linear=0
shrinkage=0.00213444


Tree=940
num_leaves=21
num_cat=0
split_feature=3 16 4 49 52 13 151 13 13 13 43 150 0 12 42 49 49 157 43 16
split_gain=8.78532 17.6903 8.10867 5.66774 9.36754 8.59891 5.7386 6.18542 6.24659 5.18864 4.60311 4.25261 3.648 3.97076 3.33685 3.31851 3.26191 3.5597 2.4837 3.22905
threshold=0.10632000000000001 -0.12029499999999999 0.45363500000000007 -0.014169999999999999 -0.090234999999999996 -0.078734999999999986 -0.08323499999999999 0.034905000000000012 0.087005000000000013 -0.33260499999999998 -0.053524999999999996 0.086845000000000019 -0.050864999999999994 0.092495000000000008 0.083985000000000018 -0.08130999999999998 0.11580500000000001 -0.05495499999999999 -0.45791499999999996 0.40052000000000004
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 -2 3 4 -1 15 14 12 -9 -3 -4 -7 16 -14 -5 -6 17 -8 -10 -20
right_child=1 9 10 6 5 11 7 8 18 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21
leaf_value=0.003154927763072358 0.0021809826048057256 -0.00049114601527500612 0.00092205907760627951 0.0041281194019362217 0.0026762150344199916 -0.0031188318661681887 0.00047033088365119137 -0.0014515121785330942 -0.00015029462774875292 -0.0035800945139777473 -0.0022237074277298334 -0.00028746515715747338 0.0040576185061570198 0.0013681827867421115 0.0019415608513141192 0.00013953508744858631 -0.00015964425799156037 0.0018385293213673383 0.002732232994513601 0.00030701388437299516
leaf_weight=62 100 60 53 79 55 53 120 70 55 63 52 69 75 53 79 62 56 1031 77 52
leaf_count=62 100 60 53 79 55 53 120 70 55 63 52 69 75 53 79 62 56 1031 77 52
internal_value=0 -0.000165545 0.00140074 0.00150515 0.000552543 -0.000122217 0.00166924 0.00153335 0.000458246 -0.00207394 -0.00063508 -0.00151814 0.00173784 0.00294465 0.00303535 0.00133268 0.0016098 0.00169595 0.00118522 0.00175525
internal_weight=0 223 2153 2048 301 239 1747 1589 254 123 105 122 1335 128 158 117 1207 1151 184 129
internal_count=2376 223 2153 2048 301 239 1747 1589 254 123 105 122 1335 128 158 117 1207 1151 184 129
is_linear=0
shrinkage=0.0075133


Tree=941
num_leaves=17
num_cat=0
split_feature=2 49 131 2 4 12 0 0 0 2 393 48 0 4 42 2
split_gain=9.03475 7.99122 6.18947 8.12737 4.58405 3.96748 3.06639 5.88178 3.387 2.78734 2.42922 2.57717 3.04037 5.15213 2.39398 2.41104
threshold=0.10060500000000001 -0.079689999999999997 0.093840000000000021 0.15630500000000003 0.40124500000000002 -1.0000000180025095e-35 -0.14216999999999999 -0.11073999999999999 -0.15385999999999997 0.10550500000000002 0.097165000000000015 0.093265000000000015 -0.031614999999999997 -0.088499999999999981 -0.020484999999999996 0.12293000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 -3 8 -8 -1 -7 11 12 13 -9 -11 -16
right_child=1 2 -4 -5 -6 9 7 10 -10 14 -12 -13 -14 -15 15 -17
leaf_value=0.0013214888650524177 -0.0019806859068287582 -0.00066766069927162838 0.0025359095184898615 -0.0020495211744810055 -0.00042763298244726097 0.0018529393928822385 -0.00095883461934759967 -0.00055443421758287373 0.0033227670848485005 -0.000592963884083784 0.0024576562209772542 0.00015323007163804486 0.0023053659058942231 0.0012145807600955391 0.00042345309615801342 0.001770379150864459
leaf_weight=91 58 91 52 54 73 78 53 69 53 61 56 101 91 1128 195 72
leaf_count=91 58 91 52 54 73 78 53 69 53 61 56 101 91 1128 195 72
internal_value=0 0.00024794 0.000462413 0.000266608 0.0011132 0.000518394 0.00118175 0.00109742 0.00205854 0.0007844 0.00117288 0.00112104 0.00119688 0.00111255 0.000530091 0.000786921
internal_weight=0 661 603 551 1715 497 1642 1498 144 406 1445 1389 1288 1197 328 267
internal_count=2376 661 603 551 1715 497 1642 1498 144 406 1445 1389 1288 1197 328 267
is_linear=0
shrinkage=0.00628679


Tree=942
num_leaves=18
num_cat=0
split_feature=4 2 13 376 52 13 2 14 2 2 484 457 51 42 52 52 4
split_gain=370.719 134.512 55.905 40.5523 31.7715 29.9969 29.834 24.785 17.4432 13.7664 9.61168 12.0229 9.77976 6.43245 3.91899 11.4071 3.88179
threshold=0.30163500000000004 0.10859000000000001 -0.13992499999999999 0.048375000000000008 -0.41304999999999997 -0.014449999999999999 0.13538500000000001 0.062655000000000016 0.064660000000000009 0.09857500000000001 -0.084814999999999988 0.083995000000000014 0.11178000000000002 0.084030000000000007 -0.090234999999999996 0.048285000000000008 -0.022999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -4 -6 8 9 -2 10 13 12 -12 -1 -11 -16 -7
right_child=6 2 4 -5 5 16 -8 -9 -10 14 11 -13 -14 -15 15 -17 -18
leaf_value=0.0056756178135368065 0.0016679834286467778 0.0014933910418619633 0.0047703403640010503 0.0031646011010477925 0.0041708688726701674 0.0029716970820602819 0.00093908948796128297 0.0059061541944243658 0.0029478513541125518 0.0045660582619857391 0.0047708607672961919 0.0038921829730680715 0.0039183316046584619 0.004870713073047807 0.0032629941940080258 0.0044961564747006411 0.0022337867846807364
leaf_weight=66 73 56 73 67 79 53 81 67 96 64 1203 70 55 95 52 67 59
leaf_count=66 73 56 73 67 79 53 81 67 96 64 1203 70 55 95 52 67 59
internal_value=0 0.00446211 0.00328357 0.00467093 0.00366322 0.00323997 0.00192346 0.00472895 0.00239513 0.00468176 0.00474459 0.00468927 0.0047336 0.0052008 0.00417043 0.00395747 0.00258316
internal_weight=0 2126 320 1806 264 191 250 1739 169 1672 1489 1328 1258 161 183 119 112
internal_count=2376 2126 320 1806 264 191 250 1739 169 1672 1489 1328 1258 161 183 119 112
is_linear=0
shrinkage=0.00197189


Tree=943
num_leaves=19
num_cat=0
split_feature=1 3 3 4 47 39 1 15 1 48 0 160 4 4 1452 52 1 0
split_gain=363.539 86.8694 55.3107 47.5843 41.7956 33.4418 25.0077 22.076 16.696 16.021 15.3497 21.0548 15.5823 8.23811 6.74991 6.3982 21.4846 7.99915
threshold=0.10752500000000002 -0.052614999999999995 0.10812000000000001 0.25472500000000003 0.10019500000000002 0.081875000000000017 0.094790000000000013 -0.42075999999999997 0.11684000000000001 -0.026004999999999997 -0.074434999999999987 -0.079594999999999985 -0.49269499999999994 -0.012089999999999998 0.086765000000000023 -0.037619999999999994 0.083555000000000018 -0.14582499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 7 9 -7 -3 -9 -1 14 -12 -13 -14 15 16 -11 -17
right_child=1 4 -4 -5 -6 6 -8 8 -10 10 11 12 13 -15 -16 17 -18 -19
leaf_value=0.0035164788158198058 0.0045067027882988754 0.0021140870463832286 0.0023482907299332821 0.0021850480133491874 0.0031777368161555277 0.0042468382471108328 0.0024096079350129076 0.0017066241178435634 0.00037747758224642065 0.0045834919891169822 0.003107627660251063 0.0050744914570025916 0.0042760859745272148 0.0034802152554752499 0.0051928367001011682 0.0052965984283827525 0.0032753018892005365 0.0045357212197660902
leaf_weight=74 85 97 54 54 62 54 57 60 86 170 66 76 197 65 57 55 65 942
leaf_count=74 85 97 54 54 62 54 57 60 86 170 66 76 197 65 57 55 65 942
internal_value=0 0.00233809 0.00427814 0.00360491 0.00176068 0.00433362 0.00330358 0.00139905 0.000923844 0.00439831 0.00443684 0.0041075 0.00430268 0.00407872 0.00454005 0.00450983 0.00422174 0.00457772
internal_weight=0 444 1932 139 305 1878 111 243 146 1767 1693 404 338 262 1289 1232 235 997
internal_count=2376 444 1932 139 305 1878 111 243 146 1767 1693 404 338 262 1289 1232 235 997
is_linear=0
shrinkage=0.00193323


Tree=944
num_leaves=33
num_cat=0
split_feature=2 2 2 2 48 39 15 15 133 11 15 2 15 133 2 13 133 15 48 2 133 2 2 43 2 15 133 15 2 43 51 133
split_gain=593.407 320.66 145.928 81.0882 47.0451 44.3678 27.1719 17.7528 27.2811 15.5816 13.5577 12.4584 11.6434 11.4725 11.1299 12.2212 9.96348 8.30014 3.08307 3.03919 2.38435 3.14565 3.22254 2.08452 4.97726 1.99168 1.92143 1.75783 1.01268 0.80254 0.649751 0.64893
threshold=0.12051500000000002 -1.0000000180025095e-35 0.10060500000000001 0.16730000000000003 0.082225000000000006 0.087015000000000009 -0.11251499999999999 0.022565000000000005 0.082925000000000013 0.082245000000000013 -0.10245999999999998 0.106285 0.087720000000000006 0.022390000000000004 0.091335000000000013 -0.012899999999999998 0.088315000000000018 -0.044164999999999989 0.085265000000000021 0.088045000000000012 0.092265000000000014 0.082885000000000014 0.087710000000000024 -0.020049999999999995 0.084305000000000005 -0.082674999999999985 -0.0061299999999999992 0.091305000000000011 0.11005500000000001 -0.0035149999999999995 -0.0047749999999999989 -0.023589999999999996
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=1 5 7 6 9 -1 -2 8 10 11 18 -4 23 -13 15 -12 19 -8 -3 30 21 29 -23 24 -9 -18 31 -22 -6 -14 -10 -25
right_child=3 2 4 -5 28 -7 17 12 16 -11 14 13 20 -15 -16 -17 25 -19 -20 -21 27 22 -24 26 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.013484573478592967 0.011988239615605132 0.015783119029390547 0.015529168277647365 0.010122660533306932 0.013660110633562041 0.011157751053014552 0.014091318147600127 0.017234985689144652 0.016608779667894202 0.016036888164247063 0.015884173348079542 0.014019806825479531 0.016033463111322629 0.015116144097825654 0.014698160028307096 0.015017870761490415 0.016187640141593022 0.012983003956313039 0.01649504976564586 0.017055852623673606 0.016114863282775324 0.016712659076341528 0.016116748512963797 0.01642097445904573 0.016364887571905427 0.015677026680501097 0.01605869554030577 0.01564955393566541 0.013232116007148411 0.015672963875648274 0.016249187584358879 0.016744864257043107
leaf_weight=88 87 54 73 59 54 57 55 54 55 55 163 92 79 73 95 121 59 61 54 52 59 61 118 90 61 85 52 102 52 52 52 52
leaf_count=88 87 54 73 59 54 57 55 54 55 55 163 92 79 73 95 121 59 61 54 52 59 61 118 90 61 85 52 102 52 52 52 52
internal_value=0 0.0155152 0.015732 0.0122415 0.0146235 0.01257 0.0128572 0.0160137 0.0157959 0.0150479 0.0154943 0.0148192 0.0162343 0.014505 0.0153104 0.0155152 0.0162807 0.0135087 0.0161393 0.0166377 0.0160298 0.0161386 0.0163199 0.016546 0.0167736 0.0158864 0.0164109 0.0158202 0.0134504 0.0158905 0.0164342 0.0165397
internal_weight=0 2114 1969 262 399 145 203 1570 790 293 487 238 780 165 379 284 303 116 108 159 471 310 179 309 115 144 194 161 106 131 107 142
internal_count=2376 2114 1969 262 399 145 203 1570 790 293 487 238 780 165 379 284 303 116 108 159 471 310 179 309 115 144 194 161 106 131 107 142
is_linear=0
shrinkage=0.00205156


Tree=945
num_leaves=16
num_cat=0
split_feature=3 2 14 2 1420 15 2 4 2 43 13 1454 132 13 15
split_gain=10.3036 11.209 7.95205 9.94411 6.15053 5.72406 6.51186 5.52128 4.16762 3.63183 11.8906 3.32845 2.26755 3.88356 2.17894
threshold=-0.0088599999999999981 0.079570000000000016 -0.10708499999999999 0.14794000000000004 -0.080064999999999983 -0.092729999999999993 0.10887500000000001 -0.50215999999999983 0.093565000000000023 -0.23596999999999999 0.10809000000000001 0.081720000000000015 -0.12636499999999998 0.049530000000000012 0.076335000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 -1 -4 8 -6 -7 14 11 12 -11 -14 -9
right_child=1 2 3 -5 7 6 -8 9 -10 10 -12 -13 13 -15 -16
leaf_value=0.0040426121946466271 -0.00093847702658015947 0.0036398784309791695 0.00011868026855535007 -0.0012731977084068553 -5.6685507805893079e-06 0.0024618489748649375 0.003598107713637859 0.0039536571835671972 0.00028310592495790478 0.00309999561698426 -0.00089544649264992014 0.0008229671823057848 0.0020987930475368818 0.00079619026246460767 0.0022528432385467644
leaf_weight=52 89 52 73 54 52 60 69 52 69 75 53 82 1413 89 59
leaf_count=52 89 52 73 54 52 60 69 52 69 75 53 82 1413 89 59
internal_value=0 0.000989923 0.00144534 0.00109401 0.00199152 0.00156595 0.00209921 0.00193461 0.00129697 0.00198999 0.00192121 0.00201123 0.00207298 0.00202165 0.0030502
internal_weight=0 466 377 325 1927 271 198 1875 129 1823 1712 1659 1577 1502 111
internal_count=2393 466 377 325 1927 271 198 1875 129 1823 1712 1659 1577 1502 111
is_linear=0
shrinkage=0.00604267


Tree=946
num_leaves=23
num_cat=0
split_feature=4 12 2 2 2 4 13 12 11 4 42 3 4 49 42 4 4 15 16 3 43 43
split_gain=794.495 309.794 74.2195 70.6727 59.6943 33.359 27.9314 27.468 27.5607 27.4558 24.1386 33.762 14.9008 10.5669 9.76243 7.43447 5.68381 6.40986 5.19562 3.98717 3.87952 3.02677
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 0.12611000000000003 -0.0091949999999999983 -0.057539999999999994 -0.0016149999999999999 0.093270000000000006 1.0000000180025095e-35 -0.00013999999999999996 0.086700000000000013 0.13772500000000001 -0.060264999999999992 -0.084604999999999986 0.086635000000000004 0.054560000000000004 0.053255000000000004 -0.081479999999999983 0.0045450000000000013 -0.11128999999999999 -0.06656999999999999 0.00037500000000000006
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 2 4 7 -1 -6 -4 8 13 -7 11 -2 14 -3 19 18 17 -14 -15 -9 -19 -16
right_child=10 3 6 -5 5 9 -8 12 -10 -11 -12 -13 16 15 21 -17 -18 20 -20 -21 -22 -23
leaf_value=0.013349957711165806 0.013640167312371717 0.016235356904999887 0.012587791766375991 0.01444851969461064 0.017103218620111871 0.014149059390847332 0.01468425646707423 0.017942835951892829 0.018653493869946629 0.016099737233429976 0.011407924672224222 0.011434467130291899 0.017160408314453372 0.017404405926047431 0.016197497206177278 0.016584544553839887 0.015872165148714791 0.016721958364648806 0.016920966352166524 0.017158256241416623 0.015946600395165954 0.016968295282774878
leaf_weight=54 102 54 77 53 88 60 57 61 74 98 93 55 64 766 54 76 92 61 139 80 79 56
leaf_count=54 102 54 77 53 88 60 57 61 74 98 93 55 64 766 54 76 92 61 139 80 79 56
internal_value=0 0.0165921 0.0148827 0.0170262 0.0155092 0.0159831 0.0134798 0.0171087 0.0173141 0.0153591 0.0123247 0.0128676 0.0166921 0.0172184 0.0171001 0.0172724 0.0163459 0.0165595 0.0173302 0.0174979 0.0162846 0.0165901
internal_weight=0 2143 434 1709 300 246 134 1656 1109 158 250 157 547 1035 251 981 296 204 905 141 140 110
internal_count=2393 2143 434 1709 300 246 134 1656 1109 158 250 157 547 1035 251 981 296 204 905 141 140 110
is_linear=0
shrinkage=0.00226508


Tree=947
num_leaves=32
num_cat=0
split_feature=1 3 12 52 52 15 34 3 123 12 1 1 15 15 15 3 1 3 133 52 133 3 1 1456 49 52 133 43 3 133 43
split_gain=471.903 112.62 62.3045 28.7584 53.2657 28.3516 25.3088 18.2057 22.6125 17.5529 11.5914 9.65312 8.24816 8.33458 8.19345 8.18539 5.54729 5.27613 4.86437 3.57655 3.46231 2.95906 2.67217 2.3357 2.11162 2.79219 1.98416 1.47525 1.23698 1.06678 0.375847
threshold=0.10538500000000002 -0.055839999999999994 0.054520000000000006 0.024560000000000002 -0.087239999999999984 -0.086849999999999997 -0.021334999999999996 0.30112000000000005 0.087755000000000014 0.088245000000000004 0.092860000000000012 0.081005000000000008 0.11934000000000002 1.0000000180025095e-35 -0.075694999999999985 0.077930000000000013 0.11684000000000001 -0.14162499999999997 0.082410000000000011 -0.082824999999999996 0.088385000000000005 -0.12077499999999998 0.096325000000000008 0.056265000000000009 -0.008624999999999999 0.033770000000000008 0.31348000000000004 -0.053084999999999993 -0.080384999999999984 0.10275500000000001 -0.06656999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 -2 -3 8 15 17 -6 12 13 14 19 -8 -7 -4 -16 -11 23 -13 27 24 -19 -26 30 -23 -29 -22 -15
right_child=1 6 9 -5 10 16 7 -9 -10 11 -12 21 -14 26 18 -17 -18 20 -20 -21 29 22 -24 -25 25 -27 -28 28 -30 -31 -32
leaf_value=0.006120260870826873 0.0039308997635322026 0.0014269766352152889 0.007346566110559929 0.0064616946108920431 0.0045008853478920308 0.0062875242414193386 0.0034605957861070895 0.0023029194512228894 0.0022973346157577792 0.0067073034715159621 0.003096528214889475 0.0070262739999098697 0.0051391350693773957 0.0066760337780885663 0.0050181025013896112 0.0046048227857111868 0.0052701944058192547 0.0062312900239143544 0.0058372910188172773 0.0059697680232819166 0.0060352817272131647 0.0067847272700167762 0.0059431912467239481 0.0070916341700779321 0.0069432389029125859 0.0065226620145665236 0.0060401124614119618 0.0061205977677124381 0.0066132513017145931 0.0064943162950040507 0.0064442420652684107
leaf_weight=94 65 53 57 75 65 65 62 88 53 53 61 52 53 65 71 73 52 63 87 109 63 80 52 69 147 208 62 57 57 52 130
leaf_count=94 65 53 57 75 65 65 62 88 53 53 61 52 53 65 71 73 52 63 87 109 63 80 52 69 147 208 62 57 57 52 130
internal_value=0 0.00369702 0.00620074 0.00522526 0.00480363 0.00515548 0.00289013 0.00317101 0.00357722 0.00638205 0.00382119 0.00617693 0.00601436 0.00609471 0.00584499 0.00407951 0.00583559 0.00667086 0.00546933 0.00621121 0.00660683 0.00652053 0.00641353 0.00669269 0.00662677 0.00669689 0.00640556 0.00653947 0.00636714 0.00624306 0.00652163
internal_weight=0 511 1882 295 220 182 329 276 188 1587 126 928 630 577 320 135 117 659 158 162 602 298 246 487 418 355 257 194 114 115 195
internal_count=2393 511 1882 295 220 182 329 276 188 1587 126 928 630 577 320 135 117 659 158 162 602 298 246 487 418 355 257 194 114 115 195
is_linear=0
shrinkage=0.00231039


Tree=948
num_leaves=22
num_cat=0
split_feature=12 14 124 48 2 13 2 4 4 1 49 1375 48 13 11 13 4 1453 12 133 42
split_gain=9.11637 15.4804 8.97942 8.50376 8.36428 7.4317 7.20808 9.25018 10.6347 6.23474 4.08586 3.74774 3.47159 7.92181 4.88926 5.25638 3.18703 4.01099 5.17925 1.71229 1.32219
threshold=0.079570000000000016 -0.22253999999999999 -0.087644999999999987 0.083180000000000018 0.12665500000000005 0.024780000000000003 0.081110000000000015 -0.030434999999999993 0.40780000000000005 0.11869500000000001 -0.07107999999999999 -0.07273499999999998 0.083570000000000019 -0.018704999999999996 1.0000000180025095e-35 0.085880000000000012 0.053255000000000004 -0.064249999999999988 0.10771500000000002 0.088315000000000018 0.088060000000000013
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 -1 -3 5 11 6 -4 -8 -9 10 -5 -2 14 20 16 -16 17 -13 -19 -18 -14
right_child=4 2 3 9 -6 -7 7 8 -10 -11 -12 12 13 -15 15 -17 19 18 -20 -21 -22
leaf_value=0.0039533612946887385 0.003793594369284242 0.0033751834411255141 -0.00049339299882603181 0.00350061335551494 0.00051893087327728829 -0.0013523585629692469 0.0029357586464718011 -0.0013030339405929524 0.0021477070412916854 0.00036196404429698735 0.0016146275043996627 0.00099528437762254405 0.0031073084911322959 0.0001108308615293869 0.0046708714911374571 0.002453046962184569 0.0020590047448242844 0.0024303202090032458 0.0038458498054015967 0.00086772862820780978 0.0019675232801664509
leaf_weight=73 58 55 80 70 72 54 76 53 54 53 68 53 56 64 60 69 103 1014 84 56 68
leaf_count=73 58 55 80 70 72 54 76 53 54 53 68 53 56 64 60 69 103 1014 84 56 68
internal_value=0 0.0015817 0.00127408 0.00104649 0.00234676 0.000496585 0.000876438 0.00147559 0.000437915 0.00195884 0.00257171 0.00242483 0.002376 0.00167559 0.00246746 0.00348505 0.00236721 0.00246765 0.00253867 0.0016398 0.00248274
internal_weight=0 636 563 508 1757 317 263 183 107 191 138 1685 1627 188 1439 129 1310 1151 1098 159 124
internal_count=2393 636 563 508 1757 317 263 183 107 191 138 1685 1627 188 1439 129 1310 1151 1098 159 124
is_linear=0
shrinkage=0.00547303


Tree=949
num_leaves=27
num_cat=0
split_feature=1 52 1 12 12 52 52 12 151 13 4 0 12 51 4 52 52 1 0 43 42 51 52 4 4 52
split_gain=461.923 95.8015 55.0559 52.4127 33.249 23.2534 50.5123 15.2065 11.751 10.7277 10.2129 11.3495 8.00489 7.68077 16.2108 6.40666 5.76715 4.03379 3.86548 3.61905 3.56697 2.56226 2.39507 2.38254 5.24538 1.87019
threshold=0.10491000000000002 -0.40011499999999994 0.13554500000000003 0.054520000000000006 0.088105000000000003 -0.087239999999999984 0.024560000000000002 0.088295000000000012 -0.00016499999999999997 -0.10099999999999999 0.032965000000000001 -0.061204999999999989 -0.065214999999999981 0.088440000000000005 0.057265000000000003 0.11916 -0.037619999999999994 0.11570500000000002 -0.093659999999999979 -0.073404999999999984 0.088345000000000021 0.0089800000000000019 -0.14765999999999999 -0.0083249999999999973 -0.030434999999999993 -0.020049999999999995
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=3 -2 4 5 13 -1 8 9 -7 -5 11 18 -4 14 -3 20 -13 -16 -9 -12 23 22 -20 24 -11 -25
right_child=1 2 12 7 -6 6 -8 10 -10 15 19 16 -14 -15 17 -17 -18 -19 21 -21 -22 -23 -24 25 -26 -27
leaf_value=0.0055575203832773559 0.0057626626782685542 0.0010424678346637574 0.0017247292502988105 0.0070589499881463123 0.0041644653157062866 0.0022347285966498117 0.0056600369755462681 0.0063456889289919098 0.0037906195886642045 0.0061375192926260598 0.0053223101298508595 0.0054571643051904376 0.00045934920300620918 0.0032784878026953495 0.0032200337421313631 0.0050658251411095818 0.0043164756991619126 0.0023000140583742199 0.0052550959848505965 0.0045206861903829276 0.0053995681969618422 0.0052697015674099002 0.0057922851042706619 0.0067009059776565729 0.0054893051980845174 0.0060829531513642565
leaf_weight=94 62 53 58 53 103 58 75 57 64 246 63 53 68 54 53 55 59 69 60 82 63 91 452 52 116 80
leaf_count=94 62 53 58 53 103 58 75 57 64 246 63 53 68 54 53 55 59 69 60 82 63 91 452 52 116 80
internal_value=0 0.00284487 0.00244983 0.00550922 0.00298403 0.00453335 0.00404452 0.00568871 0.00305115 0.00597707 0.00547956 0.00559417 0.00104204 0.00245298 0.0021981 0.00588333 0.0048565 0.00269991 0.00571931 0.00486916 0.00596401 0.00566006 0.00572939 0.00603594 0.00592988 0.00632659
internal_weight=0 520 458 1873 332 291 197 1582 122 665 917 772 126 229 175 612 112 122 660 145 557 603 512 494 362 132
internal_count=2393 520 458 1873 332 291 197 1582 122 665 917 772 126 229 175 612 112 122 660 145 557 603 512 494 362 132
is_linear=0
shrinkage=0.00250084


Tree=950
num_leaves=16
num_cat=0
split_feature=45 1 0 1 16 48 4 43 16 4 156 4 4 160 15
split_gain=16.5554 14.2691 9.1637 11.4327 9.39588 9.54269 4.35258 4.24252 5.03242 4.12979 3.88063 6.0049 10.9106 5.95222 1.58284
threshold=1.0000000180025095e-35 0.13554500000000003 -0.13740499999999997 0.084525000000000003 -0.34140499999999996 0.084260000000000015 0.50373500000000015 0.074650000000000008 -0.116045 0.40330500000000008 0.11538000000000002 -0.13833499999999996 -0.47860499999999995 -0.080499999999999974 -0.032264999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -3 9 -9 10 11 12 -4 -13 -10
right_child=-2 6 7 4 5 -7 -8 8 14 -11 -12 13 -14 -15 -16
leaf_value=0.0037622752863913822 0.0064752586335602783 0.0015551629898738716 0.0028238736557468073 0.0024175508921381278 -0.0029534843008393852 0.0009600705928694464 -0.0010433642711118304 0.0054249614458399533 0.0038523974972439075 0.00097849237240434398 0.0044703385014849837 0.0036133756613206352 -0.0012223839991570727 0.0025210498625181177 0.00241142895244353
leaf_weight=75 52 60 85 82 53 76 70 60 66 73 60 325 55 1091 92
leaf_count=75 52 60 85 82 53 76 70 60 66 73 60 325 55 1091 92
internal_value=0 0.00243504 0.00257014 0.00138782 0.000543459 -0.000647238 0.000155375 0.00274742 0.00367779 0.00262729 0.00270172 0.00263347 0.00123373 0.00277181 0.00301383
internal_weight=0 2323 2193 286 211 129 130 1907 218 1689 1616 1556 140 1416 158
internal_count=2375 2323 2193 286 211 129 130 1907 218 1689 1616 1556 140 1416 158
is_linear=0
shrinkage=0.00707995


Tree=951
num_leaves=18
num_cat=0
split_feature=3 11 43 1 156 2 2 3 3 40 0 40 3 1 3 1429 52
split_gain=15.2149 5.36816 7.47404 6.26077 9.55249 7.79665 9.49836 6.66034 6.14023 7.94373 6.4605 5.98685 4.10629 3.16252 2.89816 2.44752 2.42222
threshold=0.31370500000000007 1.0000000180025095e-35 -0.093419999999999989 0.096300000000000011 0.096220000000000014 0.088135000000000005 -0.007134999999999999 -0.065259999999999999 0.088465000000000002 -0.067184999999999981 -0.21196999999999996 -0.065969999999999987 0.094285000000000008 0.099325000000000011 -0.015259999999999998 0.084895000000000012 -0.40809499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 5 6 -5 -8 9 -7 -10 -1 14 -4 15 16 -13
right_child=-2 2 13 4 -6 8 7 -9 10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0049430450189411135 -0.0010352971225829459 0.0012299859004308333 0.0059735605795499845 -0.00012513186815694938 0.0045128987884554515 0.00065087499256361264 0.0020616184464974027 0.0054150635503171238 -0.00027043411809051415 -0.0031911593999602514 0.0034060857832804454 0.0010924685085077989 0.00046134190769849356 0.0035886632012284794 0.0036953534989029946 0.0036084018344109629 0.0023713443974229366
leaf_weight=53 78 55 52 69 53 73 94 52 56 52 52 90 61 80 99 84 1222
leaf_count=53 78 55 52 69 53 73 94 52 56 52 52 90 61 80 99 84 1222
internal_value=0 0.00233819 0.00355897 0.00222996 0.00149611 0.00113903 0.00217089 0.00325655 0.000186547 -0.00094677 0.001499 0.00245841 0.00237372 0.00452878 0.0024517 0.00236345 0.00228368
internal_weight=0 2297 187 2110 501 448 215 146 233 125 108 1609 1556 132 1495 1396 1312
internal_count=2375 2297 187 2110 501 448 215 146 233 125 108 1609 1556 132 1495 1396 1312
is_linear=0
shrinkage=0.0075133


Tree=952
num_leaves=12
num_cat=0
split_feature=3 1375 0 151 3 4 0 2 12 12 151
split_gain=10.7405 3.90268 5.79843 4.49473 5.37464 4.91167 4.75658 4.4912 3.98431 3.58254 2.66671
threshold=0.31534000000000006 -0.14438999999999999 -0.18901999999999997 -0.087374999999999994 -0.23303499999999996 0.36766000000000004 -0.089364999999999986 -0.0091949999999999983 -0.016554999999999997 -0.06202499999999999 -0.00016499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 6 -5 7 -4 -6 -9 -7 -3
right_child=-2 2 3 4 5 9 -8 8 -10 -11 -12
leaf_value=-5.8817687604058574e-05 -0.00084126889932813198 0.0020483404473472201 -0.00086002256297859332 0.0030147694014799093 4.8321460859450503e-05 0.0013467682483218339 0.001401132237988198 0.0027718814246278215 0.0016015160263498224 -0.00057717819688040848 0.0039524171755376631
leaf_weight=53 70 56 57 94 64 76 84 114 1589 66 52
leaf_count=53 70 56 57 94 64 76 84 114 1589 66 52
internal_value=0 0.00156078 0.00159892 0.00153004 0.00160346 0.00153394 0.000486591 0.00162084 0.0016799 0.000452085 0.00296572
internal_weight=0 2305 2252 2144 2003 1909 141 1767 1703 142 108
internal_count=2375 2305 2252 2144 2003 1909 141 1767 1703 142 108
is_linear=0
shrinkage=0.00604267


Tree=953
num_leaves=21
num_cat=0
split_feature=1 1 3 52 52 0 10 14 16 3 0 15 12 2 1 0 3 12 16 0
split_gain=505.867 58.0361 50.666 48.3645 46.6928 36.5772 29.6372 23.2179 22.886 22.7722 23.8451 15.254 11.8056 8.99802 8.40558 8.01337 5.91733 5.78497 4.46997 2.93922
threshold=0.109225 0.096300000000000011 -0.052614999999999995 -0.41304999999999997 1.0000000180025095e-35 -0.14076499999999997 -1.0000000180025095e-35 0.062655000000000016 -0.039889999999999988 0.094285000000000008 0.040035000000000008 -0.21242999999999998 0.09141500000000001 0.12399000000000002 0.085345000000000018 -0.094314999999999996 0.085315000000000016 0.083785000000000012 0.19022000000000003 -0.065249999999999989
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 7 8 -3 5 -5 -4 9 -2 10 12 16 14 -13 17 -16 -8 -1 19 -14
right_child=2 3 6 4 -6 -7 11 -9 -10 -11 -12 13 18 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0064986477096347361 0.0030026193606213195 0.006311308846875769 0.00086372694852640585 0.0018974736635225665 0.0058561318920967468 0.0042850307986573204 0.0015006592192009025 0.0071108456745026648 0.0049438835663651801 0.0043590440682132591 0.0044666088042576869 0.0038311303577567681 0.0057140087762356934 0.0025372315347130009 0.00477578768834071 0.0058239374867029344 0.0025841576690307897 0.0059899692933681938 0.0050404879201628615 0.0051490596427874267
leaf_weight=149 63 66 63 57 54 86 55 66 67 64 72 63 364 53 52 159 53 630 81 58
leaf_count=149 63 66 63 57 54 86 55 66 67 64 72 63 364 53 52 159 53 630 81 58
internal_value=0 0.0056092 0.00280647 0.00459894 0.00402512 0.00333352 0.00226427 0.00576594 0.00400331 0.00571143 0.00576672 0.00265806 0.0058294 0.00324017 0.00597616 0.00556574 0.0020326 0.0060873 0.0055405 0.00563642
internal_weight=0 1958 417 263 197 143 287 1695 130 1629 1565 224 1493 116 990 211 108 779 503 422
internal_count=2375 1958 417 263 197 143 287 1695 130 1629 1565 224 1493 116 990 211 108 779 503 422
is_linear=0
shrinkage=0.00231039


Tree=954
num_leaves=25
num_cat=0
split_feature=4 12 13 43 12 11 12 4 15 43 15 4 12 52 49 52 15 4 12 12 4 52 52 52
split_gain=470.347 140.204 71.3407 60.8707 32.1281 29.6792 33.1737 27.6104 36.0243 20.1665 16.0554 23.6943 9.32038 8.50726 5.87914 5.65701 5.38282 4.08372 3.0972 2.39171 2.29874 2.20971 1.52027 1.14774
threshold=0.30163500000000004 0.077755000000000005 -0.28558999999999996 -0.040789999999999993 0.11769500000000001 1.0000000180025095e-35 0.093225000000000016 -0.14538499999999996 -0.035449999999999988 -0.088994999999999991 -0.46319999999999995 0.41488500000000006 0.09141500000000001 -0.029869999999999997 -0.073054999999999981 -0.090619999999999992 -0.41309499999999993 0.0015850000000000003 0.087745000000000004 0.097940000000000013 -0.0094899999999999984 0.099400000000000016 -0.029219999999999999 0.0029250000000000005
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 2 -1 9 5 12 -7 -5 13 -4 -2 -12 14 -9 -3 19 -13 21 20 -14 -16 -17 -20 -19
right_child=10 4 3 7 -6 6 -8 8 -10 -11 11 16 15 -15 18 17 -18 23 22 -21 -22 -23 -24 -25
leaf_value=0.0010439983626116518 0.0021001328094065949 0.0041975700246237087 0.0037175572580398089 0.0055373964765295996 0.0034160381125432934 0.0068277048617213874 0.0046201231509446173 0.0040170744648210547 0.0025065117259626215 0.0020692770877541763 0.0021615740921018265 0.00090085252796266789 0.0038091091903195277 0.0052269754314488107 0.0049666205215577403 0.0049151327725718286 -7.1045782482654119e-05 0.0040492478944766479 0.0044765874265784589 0.0044485345055441756 0.0052944118882849349 0.0045685175282558499 0.0048628468868568515 0.0045127616656315999
leaf_weight=53 102 52 55 73 77 73 58 53 56 98 55 53 59 58 340 211 55 53 61 54 149 154 271 52
leaf_count=53 102 52 55 73 77 73 58 53 56 98 55 53 59 58 340 211 55 53 61 54 149 154 271 52
internal_value=0 0.00449986 0.00341567 0.00373546 0.00479044 0.00485711 0.00585048 0.00441972 0.00393102 0.00266195 0.00142249 0.000998308 0.00476772 0.00464948 0.00491041 0.00455402 0.000405689 0.00465955 0.00495553 0.00411488 0.00506655 0.00476895 0.00479195 0.00427902
internal_weight=0 2110 446 393 1664 1587 131 240 167 153 265 163 1456 111 873 583 108 470 821 113 489 365 332 105
internal_count=2375 2110 446 393 1664 1587 131 240 167 153 265 163 1456 111 873 583 108 470 821 113 489 365 332 105
is_linear=0
shrinkage=0.00217713


Tree=955
num_leaves=14
num_cat=0
split_feature=2 13 14 12 151 160 15 124 13 160 15 43 403
split_gain=9.69996 9.02029 6.38079 7.52943 7.26566 7.51631 6.71325 5.75019 4.58148 5.32481 3.18165 3.07306 3.15314
threshold=0.16730000000000003 -0.16392499999999996 -0.072219999999999993 1.0000000180025095e-35 0.015440000000000001 -0.072664999999999993 -1.0000000180025095e-35 -0.0076699999999999989 -0.11255999999999998 -0.53447999999999996 -0.074054999999999996 -0.23269999999999999 -0.53317999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 -4 7 -7 -5 -10 -1 -11 -13
right_child=-2 2 3 8 -6 6 -8 -9 9 11 -12 12 -14
leaf_value=0.00084439299420233061 -0.00094789743472346595 0.0032474613429236588 -0.00045205368346869283 0.0034524426008126991 -0.0011697849913024133 4.7446024495677113e-06 0.0031728850049247853 0.0019636131308672245 -0.00011526277368790319 0.0028211970271424663 -0.0011284058246106426 0.00041160165247646873 0.0017680592118795792
leaf_weight=64 55 85 78 55 53 95 73 118 54 93 52 63 1386
leaf_count=64 55 85 78 55 53 95 73 118 54 93 52 63 1386
internal_value=0 0.00156927 0.00165597 0.00159052 0.000878942 0.00117742 0.00162204 0.00109024 0.00177021 0.0017122 -3.94199e-05 0.00177624 0.00170913
internal_weight=0 2269 2153 2068 417 364 286 213 1651 1596 116 1542 1449
internal_count=2324 2269 2153 2068 417 364 286 213 1651 1596 116 1542 1449
is_linear=0
shrinkage=0.00592419


Tree=956
num_leaves=19
num_cat=0
split_feature=1 3 1 14 40 3 3 3 0 160 16 13 12 0 49 13 3 3
split_gain=483.501 105.77 37.5746 37.4583 29.3072 18.5686 21.1495 16.6381 18.4996 20.2098 16.4402 8.97121 5.65315 10.1965 7.77977 5.12876 11.5605 3.79738
threshold=0.10491000000000002 -0.052614999999999995 0.14262000000000002 0.054835000000000009 -0.079639999999999975 0.045635000000000002 0.30112000000000005 0.094285000000000008 -0.073574999999999988 -0.044974999999999994 0.062365000000000011 -0.011834999999999998 0.082295000000000021 -0.10803999999999998 0.093160000000000007 0.087005000000000013 -0.08397499999999998 -0.0083149999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 5 4 -1 11 -7 8 12 -10 -2 -3 17 -14 -15 16 -11 -6
right_child=1 2 -4 -5 7 6 -8 -9 9 15 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.004347897371302218 0.0042943185036760827 0.0027994547189943487 0.00087159507674055235 0.0078607594473835054 0.0071915591164269056 0.0044055325127649409 0.0024284072852265855 0.0049602113384639044 0.0044768358447162806 0.0070780668788479129 0.0058864042948732678 0.0014615511273439253 0.005185848440742458 0.0063062637531869055 0.0056297216153301339 0.0052655050767389166 0.0057607776178470902 0.0062891290060726824
leaf_weight=64 103 72 68 66 59 76 57 82 76 53 63 52 59 977 115 60 167 55
leaf_count=64 103 72 68 66 59 76 57 82 76 53 63 52 59 977 115 60 167 55
internal_value=0 0.00330628 0.00249284 0.00604597 0.00597817 0.00292171 0.00355839 0.00603942 0.006094 0.00559954 0.0048987 0.00223861 0.00623313 0.00618128 0.00623504 0.00590418 0.00607824 0.00675641
internal_weight=0 491 325 1833 1767 257 133 1703 1621 356 166 124 1265 1151 1092 280 220 114
internal_count=2324 491 325 1833 1767 257 133 1703 1621 356 166 124 1265 1151 1092 280 220 114
is_linear=0
shrinkage=0.0024518


Tree=957
num_leaves=22
num_cat=0
split_feature=1 3 39 1 2 2 52 16 0 11 2 1 43 3 12 52 484 12 1429 1 16
split_gain=430.324 91.1408 33.5018 24.9193 21.7548 17.9642 14.8193 13.437 11.514 10.5272 10.0599 21.024 7.34798 6.49799 5.58212 4.08833 3.5919 6.68588 5.76616 3.11695 2.28978
threshold=0.10491000000000002 -0.052614999999999995 0.081875000000000017 0.14262000000000002 0.11444000000000001 0.11366500000000002 0.055990000000000005 0.0086100000000000013 -0.097414999999999988 0.077290000000000011 0.089885000000000007 0.088985000000000022 -0.074204999999999979 -0.064674999999999983 0.08784500000000002 0.024560000000000002 0.085435000000000025 0.08073000000000001 0.079510000000000011 0.091275000000000009 0.081265000000000018
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=2 4 5 6 20 9 7 8 -3 10 16 12 14 -7 -12 -14 17 -1 -18 -19 -2
right_child=1 3 -4 -5 -6 13 -8 -9 -10 -11 11 -13 15 -15 -16 -17 18 19 -20 -21 -22
leaf_value=0.0054462269760370777 0.0037857246255901061 0.0016789159266693216 0.0032901400234317444 0.00030699294029276028 0.0023667479383818204 0.0042221896408105265 0.0028535832189055641 0.0025054433802822263 0.0004062836269648261 0.0053894717032599527 0.0054539116153162768 0.0030239770613553307 0.0039413152045511294 0.0031797522102397753 0.0046129307946794779 0.0045186424325859599 0.0048327419406101087 0.0048003362971821987 0.0038352070380051838 0.0044327310438125921 0.0044278301411399415
leaf_weight=72 60 94 102 68 54 69 54 53 56 93 52 52 113 52 160 133 63 680 53 139 52
leaf_count=72 60 94 102 68 54 69 54 53 56 93 52 52 113 52 160 133 63 680 53 139 52
internal_value=0 0.00218674 0.00452772 0.00150284 0.00352556 0.00460063 0.00181916 0.00154387 0.00120396 0.00466271 0.00461814 0.00436346 0.00451548 0.0037744 0.00481932 0.00425354 0.0047471 0.00479523 0.00437718 0.00473798 0.00408406
internal_weight=0 491 1833 325 166 1731 257 203 150 1610 1517 510 458 121 212 246 1007 891 116 819 112
internal_count=2324 491 1833 325 166 1731 257 203 150 1610 1517 510 458 121 212 246 1007 891 116 819 112
is_linear=0
shrinkage=0.00222067


Tree=958
num_leaves=25
num_cat=0
split_feature=1 52 39 1 2 52 4 4 4 1 2 15 401 2 4 43 13 50 4 51 2 43 1 43
split_gain=1015.6 150.308 80.2337 70.7794 50.3204 45.0127 24.8836 25.3932 10.9626 18.0108 10.9405 11.3477 9.08167 8.35988 8.35061 12.6583 8.16306 5.69662 15.9143 12.1412 6.09949 5.8016 4.25474 1.6452
threshold=0.10491000000000002 -0.25180499999999995 0.081875000000000017 0.14262000000000002 0.099325000000000011 0.12492500000000002 0.41345000000000004 0.029980000000000003 0.0015850000000000003 0.083555000000000018 0.11366500000000002 -0.052259999999999994 0.089045000000000013 0.089570000000000025 -0.060264999999999992 -0.073574999999999988 -1.0000000180025095e-35 0.079410000000000008 -0.08347499999999998 0.07955000000000001 0.090545000000000014 -0.079854999999999995 0.11378500000000001 -0.0090499999999999973
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 -2 4 5 8 6 7 22 12 13 14 -12 17 -10 -6 -16 -8 19 -19 20 -1 -20 -3 -14
right_child=1 3 -4 -5 10 -7 16 -9 9 -11 11 -13 23 -15 15 -17 -18 18 21 -21 -22 -23 -24 -25
leaf_value=0.0055945239071008949 0.0050975167612574424 0.00037568453590816365 0.0031722773474810633 -0.0011159287965597782 0.0053578196370605152 0.0032765224354840508 -0.00029700516572675858 0.0025701803824736582 0.0061462087674386129 0.0039529475618793357 0.0046588677982551691 0.0032411051968854938 0.0064965977671387586 0.0049725806815545583 0.0051984936843607818 0.0037974159313461883 0.00089400164072879745 0.0069251314703644325 0.0059751909181901281 0.0044985177926474169 0.0050613331647244046 0.0052071448843864446 0.0013022866937021905 0.0059254423624386723
leaf_weight=583 53 53 102 72 87 57 68 79 55 63 59 62 52 80 64 75 56 53 88 73 144 133 53 60
leaf_count=583 53 53 102 72 87 57 68 79 55 63 59 62 52 80 64 75 56 53 88 73 144 133 53 60
internal_value=0 0.00142261 0.00516415 0.000977874 0.00528151 0.00138984 0.00104173 0.00157852 0.00547884 0.00497441 0.00449441 0.00393261 0.00556303 0.00545091 0.00479509 0.00444269 0.00024067 0.00549754 0.00578631 0.0053986 0.00548895 0.00551308 0.000839218 0.00619084
internal_weight=0 491 1833 438 1731 366 309 185 1384 198 347 121 1186 135 226 139 124 1074 274 800 727 221 106 112
internal_count=2324 491 1833 438 1731 366 309 185 1384 198 347 121 1186 135 226 139 124 1074 274 800 727 221 106 112
is_linear=0
shrinkage=0.00231039


Tree=959
num_leaves=27
num_cat=0
split_feature=1 3 3 2 3 13 2 49 1 49 2 13 3 13 11 16 43 484 475 3 3 3 15 159 2 16
split_gain=435.533 90.4389 33.5068 30.5079 29.0069 25.3238 22.4779 17.6411 16.1763 12.3231 8.30111 7.22146 6.59803 7.18555 6.45749 6.05481 5.74191 4.48369 6.51895 5.34862 4.37891 3.15251 3.0897 2.88543 1.60515 1.21349
threshold=0.10491000000000002 -0.052614999999999995 0.31534000000000006 0.099325000000000011 0.077930000000000013 -0.0087749999999999981 0.11444000000000001 -0.020999999999999994 0.088735000000000022 -0.014169999999999999 0.12551500000000002 -0.038394999999999992 -0.078584999999999988 -0.0073499999999999998 1.0000000180025095e-35 -0.014034999999999997 0.0011450000000000004 0.063455000000000011 -0.081439999999999985 -0.029309999999999996 -0.065259999999999999 -0.097094999999999987 0.090125000000000011 0.078675000000000009 0.11668500000000002 0.26753000000000005
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=3 6 4 8 5 -3 11 -5 14 -10 12 -2 25 20 17 16 22 19 -19 21 -14 -1 -11 -23 -6 -9
right_child=1 2 -4 7 24 -7 -8 10 9 15 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=0.0051561361337912129 0.0046556500114509044 0.0019698579561297082 0.00020584523426851877 0.002812675787166367 0.0030210479507934928 9.8189584439060804e-05 0.0023490316504569371 0.0044547040195343024 0.0032924063426936242 0.0052701238047496929 0.0033586333856530886 0.0035441157065440997 0.0041213760555146514 0.0046045407910349397 0.0054526980789695052 0.0039183751338114558 0.0040564404079099859 0.0039253765081402334 0.0047848663479589529 0.0053418113847578785 0.0032409985232886292 0.0046535222894715893 0.0045501692688895675 0.0051217540460911041 0.0024857640198711691 0.0049056088207230474
leaf_weight=80 52 91 71 54 54 55 54 55 57 60 53 60 54 64 63 79 53 75 96 78 54 670 55 70 54 63
leaf_count=80 52 91 71 54 54 55 54 55 57 60 53 60 54 64 63 79 53 75 96 78 54 670 55 70 54 63
internal_value=0 0.00219632 0.00152841 0.00450524 0.00189801 0.00126494 0.00350383 0.00397066 0.00465302 0.00420648 0.0041529 0.00406039 0.00429798 0.00402503 0.00477292 0.00441733 0.00465181 0.00473284 0.00440803 0.00479466 0.0036814 0.00474259 0.004926 0.00469785 0.00275362 0.00469564
internal_weight=0 491 325 1833 254 146 166 397 1436 304 343 112 290 172 1132 247 168 1069 171 898 108 820 115 740 108 118
internal_count=2324 491 325 1833 254 146 166 397 1436 304 343 112 290 172 1132 247 168 1069 171 898 108 820 115 740 108 118
is_linear=0
shrinkage=0.00217713


Tree=960
num_leaves=14
num_cat=0
split_feature=147 11 12 2 2 0 0 0 51 159 12 51 2
split_gain=14.714 9.79647 11.2109 9.25071 9.53838 5.4221 10.0008 4.99629 4.68033 3.27121 4.03244 3.30902 1.71534
threshold=0.089365000000000014 1.0000000180025095e-35 0.08623500000000002 -0.0091949999999999983 0.16730000000000003 -0.13892999999999997 -0.23046999999999998 0.023440000000000003 0.12016500000000001 0.10524500000000002 0.080120000000000011 -0.022934999999999997 0.10161500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 -4 9 10 -7 -11 -8
right_child=-2 2 7 4 -6 8 12 -9 -10 11 -12 -13 -14
leaf_value=0.00021387756136301769 -0.0004904634962662886 0.0057759363886550914 0.0035670044717939385 0.0031736688415485311 -0.00046303434116386693 0.0032717095690210454 0.0011596346875669119 0.0011154095457319465 0.00094937072894988846 0.0024703799631350587 0.0023066009135347771 0.00048821790259275866 -0.00023326761424952405
leaf_weight=101 82 54 68 65 52 180 52 55 93 57 1321 67 85
leaf_count=101 82 54 68 65 52 180 52 55 93 57 1321 67 85
internal_value=0 0.00211482 0.00347985 0.00199824 0.0020896 0.00215876 0.00122159 0.00247129 0.00226892 0.0023444 0.00242238 0.00139989 0.000294954
internal_weight=0 2250 177 2073 1972 1920 202 123 1718 1625 1501 124 137
internal_count=2332 2250 177 2073 1972 1920 202 123 1718 1625 1501 124 137
is_linear=0
shrinkage=0.00604267


Tree=961
num_leaves=21
num_cat=0
split_feature=48 3 48 52 3 11 1 52 1 15 3 150 3 52 52 2 1 2 2 52
split_gain=11.1039 9.66178 5.57376 6.2741 3.74063 3.65508 6.15679 5.91574 6.15669 6.17665 3.64597 3.36594 4.90924 3.28393 2.81835 10.4034 3.84074 7.44357 4.77048 3.2901
threshold=-0.023659999999999997 -0.020014999999999995 0.10184000000000001 -0.079324999999999993 -0.038414999999999998 0.079915000000000014 0.10259000000000001 0.12431000000000002 0.10871500000000002 -0.26826999999999995 -0.011259999999999997 0.086845000000000019 -0.08292999999999999 -0.10271999999999999 0.11232500000000002 0.086665000000000006 0.080270000000000022 0.083365000000000009 0.083715000000000026 0.49868000000000007
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 -1 5 -4 -5 6 11 8 -8 -10 -11 14 -13 -7 16 -16 18 -18 -2 -17
right_child=2 -3 3 4 -6 13 7 -9 9 10 -12 12 -14 -15 15 19 17 -19 -20 -21
leaf_value=0.0018660393752792132 0.004223763278424806 -0.001667890826961831 0.0027816101797452572 0.001228649918143386 -0.0010534230314650792 0.00212787085330862 -0.0012619814613832427 0.0031264718080441039 5.4706953445700756e-05 0.0012261568261672828 0.0035272288176361019 0.0019017706665322679 0.0044875838111968621 0.0043675557907122452 -0.00067677889427241388 0.0016794943988766731 0.0021127932968701088 -0.00043728936408645629 0.0023151501658584348 0.0036006144189190863
leaf_weight=66 63 72 53 62 66 60 53 58 103 68 56 65 66 57 73 122 249 64 797 59
leaf_count=66 63 72 53 62 66 60 53 58 103 68 56 65 66 57 73 122 249 64 797 59
internal_value=0 2.17336e-05 0.00197333 0.000851247 5.13996e-05 0.00207419 0.00200347 0.00118678 0.00078473 0.00126291 0.00226593 0.0021806 0.00320509 0.00321961 0.00208651 0.00144854 0.00222459 0.00159114 0.00245505 0.00230611
internal_weight=0 138 2194 181 128 2013 1896 338 280 227 124 1558 131 117 1427 254 1173 313 860 181
internal_count=2332 138 2194 181 128 2013 1896 338 280 227 124 1558 131 117 1427 254 1173 313 860 181
is_linear=0
shrinkage=0.0066716


Tree=962
num_leaves=17
num_cat=0
split_feature=48 4 149 0 16 3 14 14 48 16 0 4 47 4 4 3
split_gain=7.68157 10.4876 7.98744 5.65071 9.19837 16.1241 4.63198 4.20686 4.4074 4.43045 7.12759 7.0015 3.42271 5.96877 7.33245 2.45032
threshold=-0.023659999999999997 -0.00027999999999999998 0.075040000000000009 -0.066044999999999979 0.052915000000000011 -0.038414999999999998 0.078235000000000013 -1.0000000180025095e-35 0.10184000000000001 -0.0060199999999999993 -0.14076499999999997 -0.019794999999999997 1.0000000180025095e-35 -0.49269499999999994 -0.050094999999999994 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 -2 9 10 -9 -11 13 -6 -15 -10
right_child=2 -3 -4 4 12 -7 -8 8 15 11 -12 -13 -14 14 -16 -17
leaf_value=0.0014335940519458652 0.0029353937401168295 -0.0017221541979318643 0.0035440923613324115 0.0013298259747659962 0.0029886979427299395 -0.0021035809304516158 -0.00017730119613995618 -3.3358445751812002e-05 0.0012602958525655193 0.0012432251697364347 0.0015484872681558659 0.0029955455746382719 0.00015723302749311399 -0.00058204079143000403 0.0021768379836517278 -0.00044733577787074767
leaf_weight=76 68 62 55 98 81 81 52 101 53 137 1070 161 53 54 74 56
leaf_count=76 68 62 55 98 81 81 52 101 53 137 1070 161 53 54 74 56
internal_value=0 1.53536e-05 0.00140083 0.00134569 0.000771128 -0.000223499 0.00149488 0.00154775 0.00148791 0.0015699 0.001412 0.00219015 0.0014509 0.00177866 0.00101246 0.000382423
internal_weight=0 138 2194 2139 441 179 1698 1646 1578 1469 1171 298 262 209 128 109
internal_count=2332 138 2194 2139 441 179 1698 1646 1578 1469 1171 298 262 209 128 109
is_linear=0
shrinkage=0.00569414


Tree=963
num_leaves=23
num_cat=0
split_feature=1 52 3 2 14 2 124 2 2 4 3 43 3 52 43 43 16 43 3 49 484 51
split_gain=303.814 65.8183 37.4258 36.147 30.2851 29.7201 27.8162 21.3965 14.0813 13.9436 28.3189 9.90414 16.0018 7.14049 7.08493 9.46623 4.52771 16.8398 4.49217 3.95741 3.27023 1.25885
threshold=0.104035 -0.41304999999999997 -0.049204999999999992 0.10575500000000002 0.054835000000000009 0.14721500000000001 -0.080389999999999989 -0.00097499999999999985 0.090000000000000011 -0.49269499999999994 -0.10919499999999999 -0.049364999999999992 0.14363500000000004 0.39765000000000006 -0.00096999999999999983 0.0077000000000000011 -0.0024749999999999993 -0.031974999999999996 -0.070889999999999995 0.10101500000000001 -0.084699999999999984 -0.0064149999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 7 -1 -4 13 -10 -11 -9 -13 16 19 -16 18 21 20 -12 -8 -18
right_child=1 2 5 -5 -6 -7 8 11 9 10 14 12 -14 -15 15 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0033642348894506245 0.0051701082130019673 0.0048627986460234394 0.001585227763709562 0.0024519445509508116 0.0062948458203871309 0.001031070469661309 0.005527146398482583 0.0022851829425556696 0.0056079304272028301 0.0029642195907144549 0.0049878873835613015 0.0040180610798077141 0.0024177511834944888 0.0042546471482290188 0.0035322409932789724 0.0046218442445557879 0.0051449919615887494 0.0064200394325068365 0.0043830012842032764 0.004446524014691579 0.0050087779813448837 0.0046519156171807088
leaf_weight=63 58 64 71 59 71 74 67 62 64 53 268 76 52 55 54 147 54 55 53 90 670 52
leaf_count=63 58 64 71 59 71 74 67 62 64 53 268 76 52 55 54 147 54 55 53 90 670 52
internal_value=0 0.00294098 0.00265863 0.00370657 0.00487206 0.0022738 0.00481415 0.00262605 0.00486845 0.00462015 0.00451682 0.00301487 0.00336812 0.00503527 0.00466398 0.00432923 0.00508039 0.00542161 0.00501082 0.00485186 0.00505593 0.00490333
internal_weight=0 516 458 123 1816 335 1745 261 1682 676 612 190 128 1006 559 201 951 161 790 358 737 106
internal_count=2332 516 458 123 1816 335 1745 261 1682 676 612 190 128 1006 559 201 951 161 790 358 737 106
is_linear=0
shrinkage=0.00222067


Tree=964
num_leaves=12
num_cat=0
split_feature=9 13 4 147 3 15 16 4 4 0 0
split_gain=7.70814 7.83175 7.4627 7.19185 5.80313 7.19653 8.51379 4.58631 3.99235 3.57631 4.60624
threshold=-1.0000000180025095e-35 -0.16392499999999996 0.020345000000000005 0.087210000000000024 -0.13392999999999997 1.0000000180025095e-35 0.0039400000000000008 -0.37626499999999991 0.50569000000000008 -0.23070499999999997 -0.13314999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -6 9 -9 -11
right_child=1 3 -4 -5 7 -7 -8 8 -10 10 -12
leaf_value=-0.00054753274309722578 -0.0011449603783561914 0.0028078883301030722 0.0011490693457164589 -0.0001477443875273648 0.0024098037562970301 0.0033877163802829733 0.00033458381142826242 0.0023847248554166797 -0.00015316453282634442 0.00014830810624132145 0.0011912824817072725
leaf_weight=67 68 58 66 90 68 64 76 55 56 107 1557
leaf_count=67 68 58 66 90 68 64 76 55 56 107 1557
internal_value=0 0.00112456 -1.4678e-05 0.00119622 0.00125551 0.00204648 0.00140551 0.00117051 0.001123 0.00116461 0.00112425
internal_weight=0 2265 134 2131 2041 198 134 1843 1775 1719 1664
internal_count=2332 2265 134 2131 2041 198 134 1843 1775 1719 1664
is_linear=0
shrinkage=0.0048599


Tree=965
num_leaves=15
num_cat=0
split_feature=3 11 52 4 16 14 12 3 52 4 1 13 51 483
split_gain=7.57668 6.83242 11.0296 5.25518 10.1734 3.18517 6.46844 8.16081 5.55266 7.02873 2.5825 2.17793 1.64707 1.75934
threshold=0.31370500000000007 0.085155000000000022 -0.070104999999999987 -0.15450999999999995 0.055635000000000011 -0.10708499999999999 0.082780000000000006 -0.046989999999999997 -0.089014999999999983 -0.010739999999999998 0.085425000000000015 -0.097519999999999982 -0.40274499999999996 -0.091839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 7 -7 -9 -10 -6 -8 -13 -14
right_child=-2 2 -4 5 10 6 11 8 9 -11 -12 12 13 -15
leaf_value=0.0051490958556087672 -0.00064991060122232059 0.0017903607560574443 -0.0024487619054033003 0.0027909706882741051 0.00057653294347764523 -0.0012500133933412564 0.002710366999593602 0.0029629055210750026 -0.0015786601821107991 0.0011785233611109982 0.0025944607301805929 0.00046092666519753243 0.0026160153707184678 0.0014916164168113544
leaf_weight=52 86 60 54 73 62 87 72 60 52 242 56 68 68 1300
leaf_count=52 86 60 54 73 62 87 72 60 52 242 56 68 68 1300
internal_value=0 0.0014067 -0.000217007 0.00149117 0.00264078 0.00139448 0.00134214 0.000616923 0.00107595 0.000690611 0.00153481 0.00155418 0.00149616 0.00154756
internal_weight=0 2306 114 2192 170 2022 1949 441 354 294 118 1508 1436 1368
internal_count=2392 2306 114 2192 170 2022 1949 441 354 294 118 1508 1436 1368
is_linear=0
shrinkage=0.00680503


Tree=966
num_leaves=11
num_cat=0
split_feature=1444 3 11 3 43 13 12 132 49 1
split_gain=5.77403 4.90556 4.64982 3.9505 4.14433 8.65117 4.99911 3.27516 3.40259 2.02293
threshold=-0.050539999999999995 0.31370500000000007 0.093970000000000012 0.12991000000000003 -0.14044999999999999 0.10068000000000001 0.085635000000000003 0.092880000000000004 0.13087000000000001 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 7 -2 8 -6 -8
right_child=1 -3 -4 -5 5 -7 9 -9 -10 -11
leaf_value=0.0028048056530931703 0.0031876830815045602 -0.00047998163487156291 -0.00065474200088027799 0.0024703374508401269 0.0010880186530722389 -0.0013968337620013855 0.0016984916399817073 -9.5716711632713684e-05 -0.00027103560387684153 0.0002144043014535742
leaf_weight=62 65 86 61 68 1676 58 95 99 70 52
leaf_count=62 65 86 61 68 1676 58 95 99 70 52
internal_value=0 0.00093582 0.000990108 0.0010361 0.000989957 0.00090061 0.00179167 0.000972868 0.00103349 0.00117395
internal_weight=0 2330 2244 2183 2115 1903 212 1845 1746 147
internal_count=2392 2330 2244 2183 2115 1903 212 1845 1746 147
is_linear=0
shrinkage=0.00604267


Tree=967
num_leaves=13
num_cat=0
split_feature=1444 34 4 49 376 48 49 50 47 4 43 15
split_gain=3.99368 3.88445 4.20183 8.5219 4.07415 5.42264 4.25631 3.31867 3.48895 2.9568 4.23739 3.86507
threshold=-0.050539999999999995 -0.079379999999999992 0.23590000000000003 -0.046979999999999987 0.080200000000000007 0.11619500000000001 0.12497000000000001 -0.23452499999999996 0.085270000000000026 0.55608500000000005 -0.051239999999999987 -0.41606999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 -3 -9 10 -5 -12
right_child=1 2 3 9 -6 -7 -8 8 -10 -11 11 -13
leaf_value=0.0024270300628766554 0.0022375645429813054 0.0023728125039793927 -0.0022125770388409438 -0.00047868578259846229 -0.00076921876449965077 0.002924358985006014 -0.00084090353296388098 0.00076776931158103372 0.0016671934727270151 -0.00076301559609392707 0.0026458383623651285 0.00055380310214796767
leaf_weight=62 73 60 53 61 58 52 56 1531 192 53 64 77
leaf_count=62 73 60 53 61 58 52 56 1531 192 53 64 77
internal_value=0 0.000809771 0.000763561 8.09611e-05 0.000871397 0.000921753 0.00086509 0.000918709 0.000868034 0.000557921 0.000904835 0.00150386
internal_weight=0 2330 2257 308 1949 1891 1839 1783 1723 255 202 141
internal_count=2392 2330 2257 308 1949 1891 1839 1783 1723 255 202 141
is_linear=0
shrinkage=0.00628679


Tree=968
num_leaves=19
num_cat=0
split_feature=1 3 124 47 1 15 4 3 0 3 49 1 0 0 3 3 43 4
split_gain=482.205 84.8351 50.5592 22.8934 23.6649 23.775 20.4802 19.8498 17.6186 18.0626 8.18744 8.97657 9.92303 8.12369 7.44578 7.16125 3.9365 2.4041
threshold=0.10557500000000002 -0.055389999999999988 -0.080389999999999989 0.10589000000000001 0.12007000000000002 -0.42075999999999997 0.24099500000000004 0.0025650000000000004 0.12539500000000003 0.091170000000000015 0.097085000000000019 0.089625000000000024 -0.09194999999999999 -0.08095999999999999 -0.029309999999999996 -0.079594999999999985 -0.064499999999999988 -0.064534999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 7 -6 -2 -3 9 10 11 13 -13 14 -4 -12 -15 -14
right_child=1 3 8 -5 5 -7 -8 -9 -10 -11 15 12 17 16 -16 -17 -18 -19
leaf_value=0.0038212833732996108 0.0050107772740271726 0.0019927112643481648 0.0058625597442243703 0.0037009909236292 0.002538415187955825 0.00083254772021271336 0.0035537606397317966 0.0037273697220094703 0.0043511433737917458 0.0047453662091055922 0.00567673860080746 0.0045280915732542745 0.0057579033310202199 0.005776593706864756 0.0066781020988702011 0.0048424492801181418 0.005319561058147574 0.0052911454552818059
leaf_weight=78 98 54 787 62 75 74 80 68 52 103 92 52 128 160 55 97 191 86
leaf_count=78 98 54 787 62 75 74 80 68 52 103 92 52 128 160 55 97 191 86
internal_value=0 0.00316636 0.00550465 0.00253036 0.00226246 0.00169136 0.00435607 0.00295976 0.00557747 0.00561387 0.00566814 0.00572246 0.00536675 0.00580175 0.00591586 0.00524868 0.00552796 0.00557043
internal_weight=0 511 1881 333 271 149 178 122 1803 1751 1648 1459 266 1193 842 189 351 214
internal_count=2392 511 1881 333 271 149 178 122 1803 1751 1648 1459 266 1193 842 189 351 214
is_linear=0
shrinkage=0.00213444


Tree=969
num_leaves=23
num_cat=0
split_feature=1 1 124 2 2 10 52 52 1 14 131 16 0 0 2 160 16 0 49 131 0 0
split_gain=435.165 49.476 47.675 32.1282 26.66 25.7835 18.0687 18.4959 15.0192 12.7663 12.7346 12.581 11.8792 10.0762 7.79035 7.39572 5.71213 4.16108 2.81962 2.35259 2.17576 1.27016
threshold=0.10752500000000002 0.13075500000000004 -0.082254999999999981 0.10859000000000001 0.09580000000000001 -0.005834999999999999 0.024560000000000002 -0.41304999999999997 0.090785000000000018 0.076975000000000002 0.087705000000000019 -0.074254999999999988 -0.066264999999999991 -0.10803999999999998 0.13880500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.079249999999999987 0.092625000000000013 0.090385000000000007 -0.068214999999999984 -0.049024999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 10 9 -3 7 21 16 12 -2 -8 13 -4 -7 -5 -9 18 -15 -19 -13 -6
right_child=1 5 4 15 6 14 11 8 -10 -11 -12 20 -14 17 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0037587634378993058 0.0038279391458942232 0.0008722031438956416 0.0049474570651552993 0.0022918521918023774 0.0050967272289057734 0.0031335831112148018 0.0061904384586978752 0.0050451535650948834 0.0032534399993229888 0.0066538763346379089 0.0052809274837407787 0.0053488214424998338 0.0047522210868462672 0.0057730653270859477 0.0020841293703105098 0.0033026962344626107 0.0040968422268674214 0.0052331599122244317 0.0053483694182010957 0.0057735278426806853 0.0047494610993996968 0.0055561645088710717
leaf_weight=83 64 53 99 52 57 75 80 71 53 53 52 63 81 845 61 102 53 141 83 54 55 62
leaf_count=83 64 53 99 52 57 75 80 71 53 53 52 63 81 845 61 102 53 141 83 54 55 62
internal_value=0 0.00301561 0.00537388 0.00361377 0.00544633 0.00216097 0.00501288 0.00467182 0.00422496 0.00560422 0.00447948 0.00552261 0.00556151 0.00561513 0.00266304 0.00296152 0.00464001 0.00567397 0.00573511 0.00538292 0.00506966 0.00533629
internal_weight=0 459 1933 270 1850 189 494 296 177 1356 116 198 1303 1222 136 154 124 1123 928 195 118 119
internal_count=2392 459 1933 270 1850 189 494 296 177 1356 116 198 1303 1222 136 154 124 1123 928 195 118 119
is_linear=0
shrinkage=0.00217713


Tree=970
num_leaves=21
num_cat=0
split_feature=4 376 14 51 49 4 15 14 16 132 15 52 159 43 52 16 43 52 15 4
split_gain=518.078 103.805 50.3874 59.1834 31.8043 24.6104 19.277 18.8186 32.2251 16.7382 17.1216 15.4261 29.9924 13.7725 8.81871 8.46695 8.18061 4.80606 3.42199 2.18246
threshold=0.30163500000000004 0.080200000000000007 0.062655000000000016 0.07955000000000001 -0.046979999999999987 0.043850000000000007 -0.029334999999999996 -0.45282499999999992 -0.53870999999999991 0.084605000000000014 1.0000000180025095e-35 0.024560000000000002 -0.041954999999999992 -0.049914999999999994 1.0000000180025095e-35 -0.072729999999999975 -0.12584499999999996 -0.0082999999999999984 0.090125000000000011 0.07252500000000002
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 2 3 5 -5 9 14 -2 -9 15 -11 17 -13 -10 19 18 -17 -6 -1 -7
right_child=7 -3 -4 4 11 6 -8 8 13 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0053972131692713371 0.0025892806816637283 0.0024272152162525614 0.0064672053557560116 0.0025715687192951055 0.00430037171774091 0.0045909796435391085 0.0033090056067887215 0.0025453241448329276 -0.00012362844495815312 0.0034454354729899742 0.0051144621728894443 0.0046786197953611278 0.0024709863720576031 0.0012103397949667005 0.005204050725206846 0.0041647890920154494 0.0049990501818256428 0.0051577313752273852 0.0049536738149666051 0.0040836612043868518
leaf_weight=368 53 88 79 68 56 75 66 55 63 61 52 61 52 80 78 58 757 65 103 83
leaf_count=368 53 88 79 68 56 75 66 55 63 61 52 61 52 80 78 58 757 65 103 83
internal_value=0 0.00469845 0.00479444 0.00472845 0.00385735 0.0048831 0.00432995 0.00145931 0.00115672 0.00500249 0.00421369 0.00423089 0.00366292 0.000622488 0.00461538 0.00507178 0.00493971 0.00476113 0.00530027 0.00432462
internal_weight=0 2170 2082 2003 302 1701 302 251 198 1399 113 234 113 143 236 1286 815 121 471 158
internal_count=2421 2170 2082 2003 302 1701 302 251 198 1399 113 234 113 143 236 1286 815 121 471 158
is_linear=0
shrinkage=0.00213444


Tree=971
num_leaves=16
num_cat=0
split_feature=30 41 149 0 43 49 13 51 13 0 49 43 43 51 43
split_gain=7.57271 5.63242 5.36733 5.03092 5.18073 5.3349 5.52499 4.97556 5.73291 3.56092 3.283 3.24089 2.95519 2.96398 2.29999
threshold=0.086065000000000016 0.083975000000000008 0.075040000000000009 -0.076539999999999983 0.087840000000000015 0.10228500000000001 -0.068549999999999986 0.11178000000000002 -0.090744999999999978 -0.097074999999999981 -0.05529499999999999 0.25787500000000008 0.091510000000000022 -0.092119999999999994 -0.078764999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 8 -5 -1 -8 -6 13 -10 -7
right_child=-2 -3 -4 7 11 14 10 -9 12 -11 -12 -13 -14 -15 -16
leaf_value=0.00024528214674668462 -0.0010844474140348842 -0.00029407634056723511 0.0033565921681546441 -0.0009215955653671011 0.0040432382443002356 0.0012631855963943321 0.0033696814006931378 -0.0007542465038294561 0.00071374415785471648 0.0014430020195110469 0.0018952937369566079 0.0020007511274552888 -0.00016121377977241607 0.0017482477780960564 -0.00049630885434468201
leaf_weight=125 52 79 59 52 53 52 71 64 163 560 504 81 52 380 74
leaf_count=125 52 79 59 52 53 52 71 64 163 560 504 81 52 380 74
internal_value=0 0.00138865 0.00144673 0.00139619 0.00160452 0.00148801 0.00161383 0.000950717 0.00111947 0.00122454 0.00207747 0.00280911 0.00129797 0.00143783 0.000229288
internal_weight=0 2369 2290 2231 1520 1386 1260 711 647 685 575 134 595 543 126
internal_count=2421 2369 2290 2231 1520 1386 1260 711 647 685 575 134 595 543 126
is_linear=0
shrinkage=0.00641253


Tree=972
num_leaves=10
num_cat=0
split_feature=14 10 40 4 14 15 49 41 40
split_gain=9.42198 9.02866 6.31947 4.23546 9.51634 7.12876 5.64579 5.22956 3.83108
threshold=0.019675000000000002 -0.094984999999999986 0.051255000000000002 0.50569000000000008 -0.072219999999999993 -0.47090499999999996 0.13087000000000001 0.081560000000000007 -0.08292999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 8 -6
right_child=-2 2 -4 5 6 -7 -8 -9 -10
leaf_value=-0.001623227614940277 0.0032383658547572537 0.003971714146703496 -0.0011618903663541515 0.0016526423715879216 0.0029694099644818049 -0.0016998981363798163 -0.00060014744327738961 -0.00081433226314721568 0.0012557214797106714
leaf_weight=54 93 56 52 55 60 58 76 53 1864
leaf_count=54 93 56 52 55 60 58 76 53 1864
internal_value=0 0.00107241 0.00113645 0.00119027 0.00125769 -6.75003e-05 0.00118363 0.00125224 0.0013092
internal_weight=0 2328 2274 2222 2109 113 2053 1977 1924
internal_count=2421 2328 2274 2222 2109 113 2053 1977 1924
is_linear=0
shrinkage=0.0066716


Tree=973
num_leaves=10
num_cat=0
split_feature=16 41 2 11 13 4 48 151 12
split_gain=4.52854 5.59044 6.49202 5.55788 8.62086 7.89639 4.63421 5.67648 4.82416
threshold=-0.54057999999999995 0.083975000000000008 0.16730000000000003 0.079915000000000014 0.095655000000000018 0.51286500000000013 -0.065224999999999991 0.08357500000000001 -0.082514999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=0.002621716390035337 0.0025387807447209789 -0.00086850215531783005 -0.0012932103378440669 0.0042042173325628233 0.00054578603921316834 -0.001304668819204184 0.0023658771803297075 -0.00098213929833801806 0.00093773040538898053
leaf_weight=71 86 76 55 60 55 67 112 65 1774
leaf_count=71 86 76 55 60 55 67 112 65 1774
internal_value=0 0.000910951 0.000970453 0.00102659 0.00245515 0.000948477 0.00102262 0.000955752 0.00102258
internal_weight=0 2350 2274 2219 115 2104 2037 1951 1886
internal_count=2421 2350 2274 2219 115 2104 2037 1951 1886
is_linear=0
shrinkage=0.0066716


Tree=974
num_leaves=19
num_cat=0
split_feature=1 123 4 1 4 4 15 132 15 484 484 15 4 1 4 4 16 16
split_gain=501.067 82.2704 72.0878 36.8125 32.0611 19.7764 11.44 16.2801 12.3133 11.7531 13.4166 9.85978 17.3173 5.27408 3.86658 3.82862 7.37983 2.59073
threshold=0.10752500000000002 0.080635000000000012 -0.03463999999999999 0.12394500000000001 0.24099500000000004 0.27287000000000006 0.03981500000000001 0.082230000000000011 -0.15614499999999998 0.087410000000000002 -0.081109999999999988 0.13106500000000001 -0.11205499999999999 0.090485000000000024 -0.075969999999999996 0.42098500000000005 -0.41863499999999992 -0.098324999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 6 -4 7 8 -1 10 -10 12 -8 17 -15 -5 -17 -14
right_child=2 -3 3 15 -6 -7 11 -9 9 -11 -12 -13 13 14 -16 16 -18 -19
leaf_value=0.016607552231089347 0.014941512826247184 0.013379773289640216 0.013915791850547638 0.012180333552642784 0.014198380268969971 0.012441901322815273 0.01716195757104148 0.014571147522055664 0.016021915043773479 0.016232311094089052 0.015260605205263386 0.01491127201721304 0.016393925459393811 0.014960514011914309 0.015794118678646957 0.010948375266725681 0.012118252623558855 0.015867212715414081
leaf_weight=56 71 85 94 77 76 87 52 85 146 102 551 52 53 56 58 55 53 612
leaf_count=56 71 85 94 77 76 87 52 85 146 102 551 52 53 56 58 55 53 612
internal_value=0 0.0155191 0.012892 0.0124944 0.0156149 0.0132075 0.0156739 0.0155023 0.0155948 0.0155238 0.0154201 0.0158566 0.0159157 0.0158325 0.0153848 0.0117965 0.0115227 0.0159092
internal_weight=0 1984 437 366 1899 181 1823 940 855 799 697 883 831 779 114 185 108 665
internal_count=2421 1984 437 366 1899 181 1823 940 855 799 697 883 831 779 114 185 108 665
is_linear=0
shrinkage=0.00222067


Tree=975
num_leaves=9
num_cat=0
split_feature=2 0 151 1375 150 123 474 475
split_gain=11.1148 5.19387 5.6537 3.71465 3.62173 3.22774 3.67687 4.5997
threshold=0.17000000000000001 -0.22607999999999998 0.085465000000000013 -0.07273499999999998 0.088985000000000009 0.094395000000000021 0.096295000000000019 -0.087794999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-2.5901075746654742e-05 -0.0014379082331807305 0.0028619654324834347 0.003267517086638336 -4.8018753345311941e-05 0.00021832595180908815 -2.4459319664841144e-05 0.002692610937836612 0.0014808421268133862
leaf_weight=91 53 66 65 78 98 56 90 1753
leaf_count=91 53 66 65 78 98 56 90 1753
internal_value=0 0.00141642 0.00147595 0.00142153 0.00137568 0.00143301 0.00147554 0.00141568
internal_weight=0 2297 2206 2141 2075 1977 1921 1831
internal_count=2350 2297 2206 2141 2075 1977 1921 1831
is_linear=0
shrinkage=0.00616352


Tree=976
num_leaves=22
num_cat=0
split_feature=1 10 15 0 1 0 150 0 15 457 47 0 0 15 3 0 3 160 2 42 15
split_gain=328.871 59.8792 39.2896 35.7466 32.7084 53.4363 21.6552 16.5549 14.0909 9.83859 9.41189 6.8998 10.7596 19.7299 5.98845 7.20079 9.82829 5.15891 6.90726 3.00355 0.765818
threshold=0.10892500000000001 -1.0000000180025095e-35 -0.22805999999999996 -0.096594999999999986 0.089625000000000024 -0.093384999999999982 0.081245000000000026 0.076335000000000014 -0.46319999999999995 0.035070000000000011 0.11069000000000002 -0.079249999999999987 0.033830000000000006 0.046165000000000005 0.084735000000000019 -0.082884999999999986 -0.10077999999999999 0.051820000000000005 0.092300000000000007 0.11688500000000002 0.096190000000000012
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=4 -2 8 -4 7 6 -6 9 -3 14 -5 -7 13 -13 15 17 -17 18 -1 -18 -15
right_child=1 2 3 10 5 11 -8 -9 -10 -11 -12 12 -14 20 -16 16 19 -19 -20 -21 -22
leaf_value=0.0054226692380588302 0.00085383803576236149 0.002889835302040965 0.0027362050716653731 0.0053165123904484381 0.0040785364734853757 0.0056071777375258976 0.0022459111264831653 0.0039281366279532064 0.0013363152024097025 0.0059699956249416484 0.00394886563107078 0.0032926289969003545 0.0055951063305235979 0.0052766058207853496 0.0044333783344036775 0.0040664008620144194 0.0052016163196585263 0.0059137427971041549 0.0047359986853645793 0.004603054371272999 0.0048640810089998019
leaf_weight=527 77 67 97 61 87 87 61 54 63 101 52 52 70 52 54 53 438 93 97 53 54
leaf_count=527 77 67 97 61 87 87 61 54 63 101 52 52 70 52 54 53 438 93 97 53 54
internal_value=0 0.00273079 0.00315579 0.00378624 0.00503846 0.00449185 0.00332337 0.00521061 0.00213717 0.0052595 0.00468738 0.00504077 0.00482453 0.00448298 0.00520491 0.00523793 0.00503279 0.00539354 0.00531597 0.00513706 0.00506669
internal_weight=0 417 340 210 1933 463 148 1470 130 1416 113 315 228 158 1315 1261 544 717 624 491 106
internal_count=2350 417 340 210 1933 463 148 1470 130 1416 113 315 228 158 1315 1261 544 717 624 491 106
is_linear=0
shrinkage=0.00235659


Tree=977
num_leaves=13
num_cat=0
split_feature=2 0 48 0 39 1 2 2 1429 1429 11 457
split_gain=8.84797 3.73043 4.40688 3.37716 4.95173 5.80723 7.341 8.14621 3.75098 4.23593 4.21031 3.67302
threshold=0.17000000000000001 -0.22607999999999998 -0.081079999999999985 -0.10120999999999998 0.086900000000000019 0.077565000000000009 0.11161 0.090000000000000011 0.094630000000000006 0.086185000000000012 0.082485000000000017 0.085230000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 9 10 11 -5
right_child=-2 2 3 8 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=0.00014459896092865624 -0.0012872608039431091 0.0033081242842410361 0.0018681415171955679 0.00159021533061973 0.0026848100843331769 0.00043960428677825301 0.0014374091180357185 -0.0031039615405991086 -9.3166965594681221e-05 0.0033584418825115311 -3.1206283373194802e-05 0.0033305482729660803
leaf_weight=91 53 60 95 1557 56 62 78 54 57 62 69 56
leaf_count=91 53 60 95 1557 56 62 78 54 57 62 69 56
internal_value=0 0.00146923 0.00152384 0.00147392 0.000868767 0.000516623 -0.000144836 -0.00120937 0.0015898 0.00164485 0.00158164 0.00165068
internal_weight=0 2297 2206 2146 345 289 194 116 1801 1744 1682 1613
internal_count=2350 2297 2206 2146 345 289 194 116 1801 1744 1682 1613
is_linear=0
shrinkage=0.0066716


Tree=978
num_leaves=11
num_cat=0
split_feature=1 393 3 1429 14 0 16 2 13 41
split_gain=6.33177 4.61921 5.03513 4.8797 4.45251 5.73225 5.89801 6.42969 3.57635 5.10901
threshold=0.14262000000000002 0.086855000000000016 -0.23303499999999996 0.091465000000000005 -1.0000000180025095e-35 -0.15270499999999995 -0.53385999999999989 0.091070000000000012 -0.15310499999999996 0.07831500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 -7 -10
right_child=-2 -3 3 -5 5 8 7 -9 9 -11
leaf_value=0.0022869957056976626 -0.00053245501597384305 -0.00017671085648659913 0.002335409776708066 -0.0005574787646967504 0.0014409501971773475 -2.1878322202209845e-05 0.00062129644442520066 -0.0020215978962595357 0.0010715943950334354 0.0027494124817656253
leaf_weight=90 81 93 73 57 55 82 52 54 1659 54
leaf_count=90 81 93 73 57 55 82 52 54 1659 54
internal_value=0 0.000993832 0.00104389 0.000990225 0.00103373 0.000985123 1.48658e-05 -0.000724543 0.00107212 0.00112452
internal_weight=0 2269 2176 2086 2029 1956 161 106 1795 1713
internal_count=2350 2269 2176 2086 2029 1956 161 106 1795 1713
is_linear=0
shrinkage=0.00536572


Tree=979
num_leaves=20
num_cat=0
split_feature=4 16 14 12 15 0 15 15 1429 51 160 475 4 1 3 4 0 2 15
split_gain=6.35204 11.9942 11.2224 5.25414 3.30712 5.88545 15.6333 11.5747 3.52076 4.59111 12.2675 4.03396 3.821 24.471 6.8928 2.97304 2.75664 2.05002 3.15378
threshold=0.27161500000000005 -0.49181999999999998 -0.42214499999999994 -1.0000000180025095e-35 -0.10981499999999998 -0.10417499999999999 0.083185000000000023 -0.035449999999999988 -0.08262499999999999 -0.090859999999999982 -0.066494999999999985 -0.081629999999999994 -0.17689999999999997 0.080125000000000016 -0.107915 -0.014319999999999998 -0.10653 0.094955000000000025 -0.05332499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 16 6 7 -6 -7 10 -10 15 13 -13 -14 -11 -1 -12 -19
right_child=1 2 -4 -5 5 8 -8 -9 9 11 17 12 14 -15 -16 -17 -18 18 -20
leaf_value=0.0031577445828982679 0.0031528330412506837 0.00087386093809976059 -0.0033477801180398152 0.00033002378107131069 0.00014372995753483535 0.0030403123311198658 0.0027274599219858542 -0.0039481392040338886 -0.002784277451313696 0.0037967193798690512 0.0021763374307546212 -0.00090145632311019065 -0.0013234967404611461 0.005659021464925443 0.0012002895445679745 0.0016264385653378159 0.0012946342735599349 0.0018155335487475197 -0.00050407849386703541
leaf_weight=73 55 55 74 83 100 52 72 53 52 53 61 56 57 58 1111 79 88 55 63
leaf_count=73 55 55 74 83 100 52 72 53 52 53 61 56 57 58 1111 79 88 55 63
internal_value=0 4.49439e-06 -0.00154727 0.0014556 0.00116468 0.00108295 6.661e-06 -0.00127322 0.00122561 0.0011682 0.000242407 0.00131939 0.00119793 0.00243567 0.00107706 0.00249841 0.00213987 0.00112209 0.000576456
internal_weight=0 267 129 138 2083 1922 225 153 1697 1645 231 1414 1282 114 1168 132 161 179 118
internal_count=2350 267 129 138 2083 1922 225 153 1697 1645 231 1414 1282 114 1168 132 161 179 118
is_linear=0
shrinkage=0.00707995


Tree=980
num_leaves=23
num_cat=0
split_feature=1 4 10 4 0 43 484 1 4 1 4 4 43 0 51 0 15 15 51 157 0 1
split_gain=274.876 38.8632 45.4601 25.2762 14.8788 24.7589 13.2069 12.3151 9.80845 8.55238 8.47477 7.82512 7.14219 14.156 6.73568 4.08303 3.92177 3.89945 5.30479 3.51255 2.59107 0.308864
threshold=0.10439500000000002 -0.033449999999999987 -1.0000000180025095e-35 0.24099500000000004 -0.030209999999999997 -0.027294999999999996 -1.0000000180025095e-35 0.095510000000000012 0.0011850000000000003 0.12007000000000002 0.50569000000000008 0.24726500000000004 -1.0000000180025095e-35 -0.096594999999999986 0.081440000000000026 -0.084949999999999984 -0.10312999999999999 -0.091734999999999983 -0.04448499999999999 -0.086284999999999987 -0.082349999999999993 0.085720000000000005
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 -3 4 7 -6 -4 8 12 11 -11 -8 13 -1 20 -9 -10 -18 -19 -15 -14 -7
right_child=1 2 6 -5 5 21 9 15 16 10 -12 -13 14 19 -16 -17 17 18 -20 -21 -22 -23
leaf_value=0.0052224174264698942 0.0033842054486533887 0.00051525907867094672 0.0032045419012263453 0.0028169358410533403 0.0024643242622911124 0.0038851116882124889 0.0019102306548297683 0.0030041563848007867 0.0042447195699660718 0.0022590536553902733 0.0013435705974907423 0.0028558330205013449 0.004254495225631259 0.0037932980434851006 0.0032680986864996554 0.0037632032693319028 0.0031946826219010141 0.0033119534742109703 0.0040000214037105158 0.0042222091406812793 0.0038510130703556366 0.0041093218595221349
leaf_weight=52 103 61 54 74 63 52 52 52 53 84 69 89 109 80 53 55 53 61 137 751 136 53
leaf_count=52 103 61 54 74 63 52 52 52 53 84 69 89 109 80 53 55 53 61 137 751 136 53
internal_value=0 0.00232254 0.00205513 0.00392472 0.00397129 0.0034233 0.00232499 0.00402911 0.00407482 0.00216337 0.00184632 0.00250725 0.0041547 0.0042423 0.00389506 0.00339451 0.00376442 0.00366291 0.00378815 0.00418094 0.00403061 0.00399848
internal_weight=0 512 409 1834 1760 168 348 1592 1485 294 153 141 1181 883 298 107 304 251 198 831 245 105
internal_count=2346 512 409 1834 1760 168 348 1592 1485 294 153 141 1181 883 298 107 304 251 198 831 245 105
is_linear=0
shrinkage=0.00193323


Tree=981
num_leaves=21
num_cat=0
split_feature=9 14 13 52 48 150 52 1 43 1 13 43 130 49 457 13 16 49 48 13
split_gain=8.00532 4.17461 4.84276 6.77464 4.03221 5.18919 6.93271 3.95401 4.6863 7.73377 4.55663 3.20116 3.03654 2.45271 2.36249 1.94318 1.49842 1.47415 1.34388 2.51705
threshold=-1.0000000180025095e-35 0.080160000000000023 0.004745000000000001 0.10347000000000002 0.084620000000000015 1.0000000180025095e-35 -0.082354999999999984 0.13820500000000002 0.0054600000000000004 0.083555000000000018 -0.11255999999999998 0.10597500000000001 -0.050984999999999996 0.086690000000000017 0.083925000000000013 0.11251500000000002 0.15454000000000004 0.10290500000000001 0.092475000000000016 -0.078624999999999987
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 2 4 12 7 17 -7 8 10 11 -2 -10 -4 15 -12 16 -14 18 -6 -20
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 14 -13 13 -15 -16 -17 -18 -19 19 -21
leaf_value=-0.0012609080503812424 -0.00058321101485526972 0.0029184971824456401 0.0022579658498018064 -0.0016069690902117799 0.0015647295911020247 0.00095655904522629238 -0.0025279349770854042 0.0031024087278106725 0.00023107674141999726 -0.0015819627422390694 0.0014198567616791281 0.0021111671211592256 -3.6101358122666673e-05 0.0017348004962073633 0.0027947980484899181 -0.00089956419996608454 0.0013792358538607485 0.0018677851568753227 0.00123654313784869 -0.00085575155659123293
leaf_weight=76 53 55 52 74 55 55 55 56 91 71 1051 84 90 55 64 66 60 72 58 53
leaf_count=76 53 55 52 74 55 55 55 56 91 71 1051 84 90 55 64 66 60 72 58 53
internal_value=0 0.00102882 0.000981865 0.000287084 0.00113354 0.000461361 -0.000785014 0.00129262 0.0012209 0.000349783 0.0014043 0.00113394 0.000721245 0.000426102 0.00149884 9.25259e-05 0.00052954 0.00103773 0.000677258 0.000236852
internal_weight=0 2270 2215 397 1818 348 110 1470 1414 246 1168 175 323 271 1115 216 150 238 166 111
internal_count=2346 2270 2215 397 1818 348 110 1470 1414 246 1168 175 323 271 1115 216 150 238 166 111
is_linear=0
shrinkage=0.00694113


Tree=982
num_leaves=19
num_cat=0
split_feature=9 11 2 48 43 1 15 483 1 2 48 3 157 151 157 3 2 15
split_gain=5.53818 4.47111 3.79514 4.01965 5.21443 5.91351 4.91878 4.35603 3.5601 5.85858 3.81071 2.99516 2.94189 3.57894 6.15834 4.1869 1.32854 0.971788
threshold=-1.0000000180025095e-35 0.093970000000000012 0.15855000000000002 0.083180000000000018 0.0054600000000000004 0.07677500000000001 0.086885000000000004 0.086010000000000017 0.078015000000000015 0.09772500000000002 0.10227500000000002 -0.066424999999999984 0.088145000000000015 -0.083274999999999988 -0.07797999999999998 0.10812000000000001 0.094835000000000017 -0.087864999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 11 -7 8 17 -10 -11 16 13 14 -2 -15 -6 -5
right_child=1 -3 -4 7 5 6 -8 -9 9 10 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.0010281471622562554 0.00079706060399615955 -0.0010093074134574428 0.0026879351489472246 0.0012512036267786047 0.00084300169357791061 -0.0024830333023644745 0.00034352744652760628 0.0019367006973892518 -0.001997905819913489 0.0017246526549673097 -0.00070700898782377695 0.0021823332568367809 -0.00014243853661049586 0.0012159056289501409 0.0037063348562022258 -0.00047485369041146884 -0.00050696359195917409 6.3254676922794485e-05
leaf_weight=76 66 59 53 83 96 56 58 59 85 52 70 59 76 1153 69 72 52 52
leaf_count=76 66 59 53 83 96 56 58 59 85 52 70 59 76 1153 69 72 52 52
internal_value=0 0.000838929 0.000888282 0.000844049 0.00098437 0.000199995 -0.00104432 0.000229044 -6.53399e-05 -0.000626235 0.000328842 0.000885622 0.00115966 0.00123247 0.00228456 0.00111647 0.000368199 0.000794161
internal_weight=0 2270 2211 2158 1757 321 114 401 342 207 122 207 1436 1360 135 1225 148 135
internal_count=2346 2270 2211 2158 1757 321 114 401 342 207 122 207 1436 1360 135 1225 148 135
is_linear=0
shrinkage=0.00680503


Tree=983
num_leaves=26
num_cat=0
split_feature=12 2 2 2 12 16 2 16 39 49 16 47 49 16 43 43 2 12 483 43 2 160 2 16 12
split_gain=278.048 78.7142 98.9917 71.9982 31.2931 23.7299 22.5987 16.7958 15.1597 13.3567 10.2278 7.84522 7.66334 6.99028 5.46349 10.5502 3.89962 3.73984 2.90395 3.07619 2.84835 2.65626 1.99724 1.51701 1.47124
threshold=0.077755000000000005 0.11626500000000002 -1.0000000180025095e-35 0.13538500000000001 0.092495000000000008 -0.23071499999999998 0.10656 -0.038799999999999994 0.087015000000000009 1.0000000180025095e-35 -0.072054999999999994 0.084210000000000021 -0.080089999999999981 -0.12029499999999999 0.0061450000000000003 0.099260000000000015 0.088555000000000009 0.095780000000000018 -0.091839999999999991 -0.093419999999999989 0.085775000000000004 -0.012019999999999998 0.094955000000000025 -0.08921999999999998 0.087545000000000026
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=1 2 8 4 12 -6 7 -4 -1 13 16 17 -2 -3 18 -16 -7 -12 -14 24 -21 -19 -9 -18 -20
right_child=3 9 6 -5 5 10 -8 22 -10 -11 11 -13 14 -15 15 -17 23 21 19 20 -22 -23 -24 -25 -26
leaf_value=0.0020741447967741102 0.0036745060461517236 0.0013675925550921922 0.0032199236994890335 0.0016892634731694839 0.0024476573946561118 0.0047414340968671333 0.0026090356634012398 0.0046070539005884092 0.00057359250752552361 0.0020647736846590645 0.004221195731801069 0.0029955812488293562 0.0049732948287743717 0.00037248746354751956 0.0033841104641406357 0.0046266984313965316 0.0038104122765058386 0.0033036521448692648 0.0050562622491017103 0.0045304619526502759 0.0042495425261736657 0.003828780708621029 0.0040715298308611689 0.0043011983552756752 0.0045517556935304329
leaf_weight=59 66 67 97 56 56 65 85 79 64 67 86 60 54 62 62 63 52 59 52 369 305 181 55 68 57
leaf_count=59 66 67 97 56 56 65 85 79 64 67 86 60 54 62 62 63 52 59 52 369 305 181 55 68 57
internal_value=0 0.00241625 0.00291843 0.00407021 0.00415076 0.00377468 0.00355082 0.00389727 0.00129355 0.00129137 0.00390479 0.00370661 0.00438012 0.000889502 0.0044285 0.00401056 0.00431817 0.0038374 0.00449089 0.00445759 0.00440337 0.00369978 0.00438742 0.00408871 0.00479265
internal_weight=0 635 439 1711 1655 627 316 231 123 196 571 386 1028 129 962 125 185 326 837 783 674 240 134 120 109
internal_count=2346 635 439 1711 1655 627 316 231 123 196 571 386 1028 129 962 125 185 326 837 783 674 240 134 120 109
is_linear=0
shrinkage=0.00213444


Tree=984
num_leaves=19
num_cat=0
split_feature=0 3 16 15 3 43 3 0 151 160 16 1429 15 15 15 43 16 43
split_gain=4.07728 10.0505 9.42718 3.46487 5.39594 5.50765 4.93134 4.69489 4.32108 4.79373 3.76819 3.35242 4.44872 2.82289 2.03992 1.96993 1.76327 0.899514
threshold=0.076335000000000014 0.40437000000000006 0.15454000000000004 0.016500000000000004 -0.15500999999999998 -0.081324999999999995 -0.0083149999999999977 -0.034179999999999995 -0.090064999999999992 -0.082179999999999989 -0.11777499999999998 0.084770000000000012 -0.032704999999999991 -0.087984999999999994 -0.013084999999999998 -0.15786499999999998 0.032580000000000005 0.0054600000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 11 10 8 -7 -10 -5 12 13 -6 -14 -12 17 -17
right_child=2 -3 -4 6 5 7 -8 -9 9 -11 15 -13 14 -15 -16 16 -18 -19
leaf_value=-0.0018531969767295947 -0.0025315260492324229 0.0045679145992897022 0.0017051375720641389 -0.00083687055763297287 0.0012126706377161177 0.0026011115206428124 0.0037346714948856266 -0.0017480848118687153 0.0016777027277261266 -6.182520463423582e-07 9.3834189928219944e-05 0.0034682322171835961 -0.0011917693715537971 0.002890492339937972 0.00089925793896428261 0.0015527724468896906 0.0028097239954781176 0.00085145239641753632
leaf_weight=52 68 53 71 55 178 64 55 62 146 491 73 52 54 106 72 468 62 164
leaf_count=52 68 53 71 55 178 64 55 62 146 491 73 52 54 106 72 468 62 164
internal_value=0 0.00106875 -0.00036685 0.000982615 0.000712168 0.000821136 0.00137631 0.00039665 0.000586465 0.000383916 0.00121841 0.00152199 0.00127494 0.00183921 2.41431e-06 0.0013659 0.00149959 0.00137092
internal_weight=0 2207 139 2154 1277 1225 877 763 701 637 822 462 410 284 126 767 694 632
internal_count=2346 2207 139 2154 1277 1225 877 763 701 637 822 462 410 284 126 767 694 632
is_linear=0
shrinkage=0.00813264


Tree=985
num_leaves=16
num_cat=0
split_feature=48 1203 3 133 16 1 52 160 3 3 16 48 157 159 160
split_gain=4.68903 3.89081 8.86799 3.49265 4.94483 4.46234 6.97363 4.39405 5.71076 3.81437 4.80342 3.66974 3.28345 2.92038 2.44556
threshold=0.13252500000000003 0.085595000000000018 -0.23303499999999996 -0.24124499999999996 -0.097499999999999989 0.10947000000000001 -0.078074999999999992 0.051820000000000005 -0.046329999999999989 -0.010299999999999998 -0.39442499999999997 0.092475000000000016 -0.080299999999999996 0.088625000000000023 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 11 13 -8 -11 12 -5 -9 -10
right_child=-2 -3 3 5 -6 6 9 8 14 10 -12 -13 -14 -15 -16
leaf_value=0.0028348047011894518 -0.001252781588985324 -0.00057312980130216353 0.0031611812614499406 -0.00017007162089909586 0.00063977012888498722 -0.0018884622498594264 0.0014081410240773208 4.3068254029087806e-05 0.0037626374086034706 0.00079863621406891247 -0.0017310114850269806 -0.00063740228150515243 0.00081440288290602074 0.0018618924754331596 0.0017225491198205145
leaf_weight=88 56 102 59 174 84 76 102 102 52 77 59 101 1125 64 53
leaf_count=88 56 102 59 174 84 76 102 102 52 77 59 101 1125 64 53
internal_value=0 0.000700497 0.000759152 0.000673284 0.00168057 0.000600682 -0.000128841 0.000737811 0.00151557 0.000432755 -0.000298261 0.000587208 0.000682478 0.000744731 0.00273356
internal_weight=0 2318 2216 2128 143 1985 314 1671 271 238 136 1400 1299 166 105
internal_count=2374 2318 2216 2128 143 1985 314 1671 271 238 136 1400 1299 166 105
is_linear=0
shrinkage=0.0066716


Tree=986
num_leaves=24
num_cat=0
split_feature=1 52 2 1 2 49 1 2 0 0 42 0 52 1 133 49 1212 48 13 2 52 2 13
split_gain=337.497 48.9442 37.5259 33.6921 20.7399 18.654 16.3567 13.5434 11.7491 9.69879 9.48689 8.19039 7.74189 12.3357 5.15225 4.43378 4.30648 4.52666 4.23709 3.39114 2.9498 2.66601 2.32282
threshold=0.10574000000000001 -0.24526499999999998 0.091250000000000012 0.12500000000000003 1.0000000180025095e-35 -0.013699999999999999 0.093890000000000015 0.11626500000000002 -0.14989499999999997 -0.10147999999999999 0.083120000000000013 -0.12118 0.055990000000000005 0.13702500000000004 0.022390000000000004 0.094445000000000015 0.091315000000000021 0.088875000000000023 -0.079854999999999995 0.098215000000000011 -0.42113499999999993 0.11728500000000001 -0.047864999999999991
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 -2 6 4 -3 -4 8 11 -1 -10 -8 -7 13 -5 20 16 17 -11 -16 -20 -13 -6 -22
right_child=1 3 5 12 21 7 10 -9 9 15 -12 14 -14 -15 18 -17 -18 -19 19 -21 22 -23 -24
leaf_value=0.0056535899524304632 0.0045091108999539831 0.0037179771431646047 0.0032886939585499522 0.0021978126689913102 0.002147392422058911 0.0052382120238510591 0.0033912761922905957 0.00359807106939113 0.0039313032602409856 0.0049905635393736169 0.0045569213240968668 0.0045952495543156403 0.002393312564218038 0.00094518475624737945 0.0050894238000096306 0.004308696304035917 0.0044407075332978082 0.0043648601084060141 0.0047195692062401264 0.0040695182023697523 0.0037336089678363126 0.002713642613805006 0.0042103847008585337
leaf_weight=79 53 88 90 60 73 52 52 98 52 740 75 54 57 81 58 60 82 55 76 67 71 74 127
leaf_count=79 53 88 90 60 73 52 52 98 52 740 75 54 57 81 58 60 82 55 76 67 71 74 127
internal_value=0 0.00261053 0.00456607 0.00237808 0.00291403 0.00417841 0.00479086 0.00431117 0.00487539 0.00481321 0.00407983 0.00444951 0.00174188 0.00147838 0.00435892 0.00486213 0.00489996 0.0049473 0.00460983 0.00441516 0.0041587 0.0024326 0.00403953
internal_weight=0 486 1888 433 235 693 1195 603 1068 989 127 505 198 141 453 937 877 795 201 143 252 147 198
internal_count=2374 486 1888 433 235 693 1195 603 1068 989 127 505 198 141 453 937 877 795 201 143 252 147 198
is_linear=0
shrinkage=0.00209259


Tree=987
num_leaves=15
num_cat=0
split_feature=9 151 3 0 160 14 3 51 15 50 43 3 15 3
split_gain=4.96131 4.03421 6.96477 4.63885 7.34646 4.16831 8.61216 7.30201 10.7273 3.19417 3.48103 3.13636 2.99089 0.989889
threshold=1.0000000180025095e-35 0.015440000000000001 -0.026769999999999999 -0.14216999999999999 -0.065384999999999985 -0.24494999999999997 0.12745000000000004 0.11178000000000002 -0.073404999999999984 1.0000000180025095e-35 -0.085349999999999995 -0.097574999999999981 -1.0000000180025095e-35 -0.0044449999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 7 9 -9 11 -11 -7 13 -6
right_child=-2 2 -4 5 12 6 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.00043827826634808184 0.0022753406994195963 0.0010699638354385518 -0.0020319728791029215 -0.00093103839314304668 0.0022513197071376972 -0.00014008032563350814 0.0025975719504931624 0.00067427850654338671 -0.003009845490477274 0.002679216026232781 0.00093774008122060007 0.00067471718795279235 0.0033503013043972201 0.0011255014379681842
leaf_weight=55 73 54 56 65 52 211 83 71 52 54 228 1196 54 70
leaf_count=55 73 54 56 65 52 211 83 71 52 54 228 1196 54 70
internal_value=0 0.000642842 -0.000508606 0.000700681 0.00152697 0.000603263 0.000655926 0.000566951 -0.000882702 0.00067256 0.00127145 0.00055248 0.00214149 0.0016059
internal_weight=0 2301 110 2191 231 1960 1895 1812 123 1689 282 1407 176 122
internal_count=2374 2301 110 2191 231 1960 1895 1812 123 1689 282 1407 176 122
is_linear=0
shrinkage=0.00616352


Tree=988
num_leaves=17
num_cat=0
split_feature=11 2 15 4 15 4 13 0 0 3 3 13 2 3 3 42
split_gain=6.69152 4.41008 7.11981 6.5022 6.83763 12.8102 5.02613 3.9621 4.20348 4.91685 3.8881 11.2915 2.68428 4.18157 2.66302 2.22541
threshold=0.088215000000000002 0.10859000000000001 -0.41971499999999995 0.41379000000000005 -0.050699999999999995 -0.048624999999999995 -0.0013449999999999996 0.11026000000000001 0.0037850000000000002 0.092330000000000009 -0.038414999999999998 -0.0042049999999999995 0.084045000000000022 -0.11756999999999999 -0.081574999999999995 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 6 -6 15 8 9 10 12 -12 14 -14 -1 -4
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17
leaf_value=0.0014555894673174265 0.0025345990187846811 0.0017348756386477598 -0.00088701419649838428 -0.0025035720257156899 0.00073396208093807569 -0.0032450955483636699 0.0024798712022602882 0.0022745966131891234 -0.00072341618836154213 -0.00077459356257283583 0.00019348917529629482 0.0033847837942373479 -0.0012718006825371 0.00057221369668526375 0.00048788194715867345 0.00097359076152605888
leaf_weight=294 75 79 55 55 74 65 54 65 93 91 103 88 56 864 208 55
leaf_count=294 75 79 55 55 74 65 54 65 93 91 103 88 56 864 208 55
internal_value=0 0.000548975 -4.2208e-05 -0.000434553 -5.87578e-05 -0.00112625 0.000845578 0.000687759 0.000630322 0.000704247 0.000787721 0.00166419 0.000669947 0.000459893 0.00105477 4.26535e-05
internal_weight=0 2299 437 358 303 139 164 1862 1797 1704 1613 191 1422 920 502 110
internal_count=2374 2299 437 358 303 139 164 1862 1797 1704 1613 191 1422 920 502 110
is_linear=0
shrinkage=0.00654078


Tree=989
num_leaves=17
num_cat=0
split_feature=11 41 2 157 13 1 13 484 1429 159 2 51 52 2 51 2
split_gain=4.62844 5.17156 5.51245 5.70597 4.11748 4.01525 4.44812 3.44833 4.00715 4.25889 4.05489 3.52885 3.26069 2.81921 1.73093 0.526163
threshold=0.088215000000000002 0.078475000000000017 0.10859000000000001 -0.06457499999999998 0.021935000000000003 0.11392000000000001 -0.15714499999999998 -0.084699999999999984 0.084770000000000012 0.085035000000000013 -0.0091949999999999983 0.11144500000000002 -0.023079999999999996 0.089690000000000006 -0.17808999999999997 0.11701500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 14 -7 12 9 10 -9 -12 -1 -11 -5 -16
right_child=-2 -3 3 4 -6 6 -8 8 -10 13 11 -13 -14 -15 15 -17
leaf_value=0.00060016956205966878 0.0020667175738806813 0.001866633032619954 -0.0022723640283162528 1.4952445718094833e-05 -0.0013247466586946183 0.00079667676069079666 -0.0017328585431058388 -0.00091451873324019384 -0.00085461960998672209 0.00090786276559961523 0.00058432001255161376 -0.00085802552487670362 0.0023812495800140622 0.0027296186423469834 0.001888514186290647 0.0010188053474766668
leaf_weight=94 75 101 52 52 76 53 62 89 92 103 1205 74 77 53 54 62
leaf_count=94 75 101 52 52 76 53 62 89 92 103 1205 74 77 53 54 62
internal_value=0 0.00044765 0.000382416 -0.000287097 2.71807e-07 0.000356349 -0.000566477 0.000536438 0.000444744 0.000523228 0.000408686 0.000500816 0.00140258 0.00152723 0.000988453 0.00142426
internal_weight=0 2299 2198 411 359 283 115 1787 1616 1524 1368 1279 171 156 168 116
internal_count=2374 2299 2198 411 359 283 115 1787 1616 1524 1368 1279 171 156 168 116
is_linear=0
shrinkage=0.00641253


Tree=990
num_leaves=24
num_cat=0
split_feature=1 3 4 40 4 1 3 41 3 3 4 156 15 42 3 13 0 4 1 0 1 15 3
split_gain=618.686 101.676 71.0389 64.7089 43.6734 27.3337 21.8674 23.5813 18.452 27.657 14.1401 13.7372 11.6725 16.8743 13.611 11.5814 10.4953 16.6829 8.16063 4.88049 3.98625 1.33273 0.825245
threshold=0.10915500000000002 -0.058704999999999993 0.27552000000000004 -0.026419999999999996 0.26900000000000007 0.14262000000000002 -0.072419999999999984 0.075585000000000013 0.077930000000000013 0.30835000000000007 0.0049200000000000008 0.090310000000000015 0.022565000000000005 0.091545000000000015 0.088465000000000002 -0.057284999999999996 -0.079249999999999987 -0.42305999999999994 0.094165000000000013 -0.090729999999999991 0.089875000000000024 -0.066639999999999991 -0.080669999999999978
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 4 3 18 -2 8 7 10 15 -10 16 12 14 -14 19 -3 20 -18 -1 -8 -5 22 -12
right_child=1 5 -4 6 -6 -7 11 -9 9 -11 21 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0038131369311993927 0.004506772425162074 0.0016735664863334748 0.0023115791192114248 0.0052584175833406592 0.0019868511080739339 0.0001144876205350314 0.0047255326311848389 0.0063135259976952029 0.0032561674892838169 0.0011115844975039377 0.0047633550528913497 0.0054885000175426994 0.0055882777571646157 0.0039516893213763634 0.0031938032672324743 0.0003114970976684735 0.0057573355266767271 0.0045734583456604142 0.0026263343894999012 0.0038870360193156979 0.0047077829436249644 0.0041655753481483196 0.0043797429447644358
leaf_weight=53 79 59 52 753 52 73 78 65 58 52 52 52 63 53 66 55 66 309 53 54 66 62 56
leaf_count=53 79 59 52 753 52 73 78 65 58 52 52 52 63 53 66 55 66 309 53 54 66 62 56
internal_value=0 0.00194014 0.00477375 0.00484109 0.00350667 0.0012491 0.00493681 0.00505616 0.00161876 0.00224257 0.00499622 0.00447076 0.00430215 0.00484072 0.00398651 0.00101663 0.00507835 0.00478188 0.00321995 0.00438268 0.00521407 0.00441924 0.00456466
internal_weight=0 428 1953 1901 131 297 1795 1429 224 110 1364 366 314 116 198 114 1194 375 106 132 819 170 108
internal_count=2381 428 1953 1901 131 297 1795 1429 224 110 1364 366 314 116 198 114 1194 375 106 132 819 170 108
is_linear=0
shrinkage=0.00213444


Tree=991
num_leaves=29
num_cat=0
split_feature=1 52 1 123 2 2 1 123 2 0 50 50 1 0 4 51 4 4 0 1 1 0 4 160 484 15 0 4
split_gain=610.851 118.351 53.8421 45.8132 28.1227 27.1078 15.9359 19.8314 12.7666 11.5868 12.4878 11.1083 9.17178 14.8657 8.07829 7.57757 6.84889 8.99598 8.169 6.62556 4.3627 7.39247 5.72544 4.82308 4.12498 3.80317 3.02677 0.364604
threshold=0.104035 -0.41304999999999997 0.12450500000000002 0.080635000000000012 0.090225000000000014 1.0000000180025095e-35 0.14846500000000004 0.089295000000000013 0.13574000000000003 -0.075914999999999996 0.089465000000000017 1.0000000180025095e-35 0.088595000000000021 0.043875000000000004 -0.085474999999999982 0.11548000000000001 0.043850000000000007 0.15484000000000003 -0.082709999999999992 0.11224000000000002 0.085720000000000005 -0.092514999999999986 -0.0093249999999999982 -0.084004999999999982 -1.0000000180025095e-35 0.089705000000000021 -0.086224999999999982 -0.087539999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 9 -3 7 8 -4 14 -11 12 13 16 26 -13 18 -18 -6 -7 22 -22 24 -24 -16 -23 -1 -28
right_child=1 2 6 -5 11 19 -8 -9 -10 10 -12 15 -14 -15 20 -17 17 -19 -20 -21 21 25 23 -25 -26 -27 27 -29
leaf_value=0.0048552116137247662 0.0039745679821011227 0.0024352644631702725 0.0016786054450513934 0.0020779464954020616 0.0044413896662035789 0.00064159083809943386 -0.00084079152040415404 -0.00055692844606110607 0.00025382335338128401 0.0027530663607605462 0.0041270646130285513 0.0046227466568973009 0.0026983684819801802 0.0024942685453088892 0.0034628219119698963 0.0035472836676564302 0.0028773841732040533 0.0039024003493271201 0.0036137824611343797 0.0014570980354764041 0.0031392921381348787 0.0042091771392788937 0.0039802156877075832 0.0046943411009640508 0.0040680405452609685 0.0036295224197338432 0.0041625325176952973 0.0044129857618796812
leaf_weight=65 60 92 54 66 63 84 52 53 52 59 53 57 71 57 57 54 99 57 253 84 57 121 64 108 299 80 53 57
leaf_count=65 60 92 54 66 63 84 52 53 52 59 53 57 71 57 57 54 99 57 253 84 57 121 64 108 299 80 53 57
internal_value=0 0.00126079 0.000915039 0.00375716 0.00381927 0.00153992 0.000144944 0.000467461 0.000979862 0.00402909 0.00340346 0.00350261 0.0033921 0.00348517 0.00410198 0.00409975 0.00360478 0.00325205 0.00377885 0.00104947 0.00401297 0.00379324 0.00412029 0.00442875 0.0039712 0.00397858 0.00450164 0.00429251
internal_weight=0 531 471 1850 1784 260 211 159 106 1073 112 711 600 529 961 111 472 156 316 168 786 258 528 172 356 201 175 110
internal_count=2381 531 471 1850 1784 260 211 159 106 1073 112 711 600 529 961 111 472 156 316 168 786 258 528 172 356 201 175 110
is_linear=0
shrinkage=0.00205156


Tree=992
num_leaves=16
num_cat=0
split_feature=4 3 39 12 3 12 15 4 4 15 16 4 400 42 16
split_gain=318.893 120.801 84.8528 22.3032 20.4538 18.3554 13.1798 11.1989 10.7576 10.5145 16.3045 16.2965 8.55113 5.01939 4.39346
threshold=0.36766000000000004 0.30112000000000005 0.081875000000000017 -0.088294999999999985 0.10812000000000001 0.11589000000000001 -0.42759999999999992 0.51400500000000016 -0.082249999999999976 0.022565000000000005 0.26799500000000004 -0.14236999999999997 -0.077004999999999976 -0.090639999999999984 -0.53870999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 7 -2 9 10 -1 -11 -10 -14 -8
right_child=6 -3 3 -5 -6 -7 14 -9 12 11 -12 -13 13 -15 -16
leaf_value=0.0038452360931456038 0.0032432898509652222 0.0011394244001851576 0.0039288488758250492 0.0022000825782854624 0.0035047039240813618 0.0038881901122602043 0.0018499174094006043 0.0018187834141310888 0.0039379993836679891 0.0066925265142282397 0.0054735863350001534 0.0052803846724316771 0.0044046373867355415 0.0049530870414519739 0.00096231380799219107
leaf_weight=63 52 53 90 77 58 90 53 75 53 54 75 290 102 1121 75
leaf_count=63 52 53 90 77 58 90 53 75 53 54 75 290 102 1121 75
internal_value=0 0.00465322 0.00474305 0.0031319 0.0048842 0.00492748 0.00186414 0.00240224 0.00498067 0.00528123 0.00473039 0.00550213 0.00486712 0.00490737 0.00133003
internal_weight=0 2126 2073 167 1906 1848 255 127 1758 482 138 344 1276 1223 128
internal_count=2381 2126 2073 167 1906 1848 255 127 1758 482 138 344 1276 1223 128
is_linear=0
shrinkage=0.00235659


Tree=993
num_leaves=9
num_cat=0
split_feature=148 1 51 13 11 159 41 13
split_gain=4.74972 3.53737 4.14099 3.03226 4.86221 3.492 5.76055 4.66441
threshold=-0.079549999999999996 0.14262000000000002 0.13474500000000003 0.26379000000000002 0.092630000000000018 0.11819000000000002 0.07831500000000001 0.034905000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00042556028162327696 0.0012402952414858107 -0.00024171560882314943 0.0025650905288299611 0.0027255052401774843 -0.00090057294271786274 -0.00029613341410060577 0.0028982409492545446 0.00017967696155170911
leaf_weight=89 1649 79 94 52 53 72 85 208
leaf_count=89 1649 79 94 52 53 72 85 208
internal_value=0 0.00114474 0.00119426 0.00113342 0.00109333 0.00114584 0.00119934 0.00112154
internal_weight=0 2292 2213 2119 2067 2014 1942 1857
internal_count=2381 2292 2213 2119 2067 2014 1942 1857
is_linear=0
shrinkage=0.0066716


Tree=994
num_leaves=25
num_cat=0
split_feature=1 52 2 4 52 11 2 47 15 15 1 1 4 2 2 1212 50 48 4 4 2 52 42 133
split_gain=348.398 74.0616 41.9959 34.963 28.1059 21.2422 20.0381 16.8398 14.7229 11.6874 8.71325 8.54332 7.90561 7.33551 7.07105 5.84162 5.69102 4.53216 4.35619 4.2638 4.14365 3.88507 2.7073 2.11508
threshold=0.104035 -0.41304999999999997 0.13673000000000005 0.26450500000000005 0.12431000000000002 1.0000000180025095e-35 0.092155000000000015 0.078345000000000012 0.029300000000000003 -0.084629999999999997 0.086255000000000012 0.087840000000000015 0.018150000000000003 0.11366500000000002 0.16394500000000004 0.091315000000000021 0.10803500000000001 1.0000000180025095e-35 -0.095209999999999975 -0.079374999999999987 0.10904500000000002 0.097655000000000006 0.088285000000000016 0.097995000000000013
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 4 5 7 6 11 9 -7 20 12 15 13 21 -4 16 18 19 -1 -13 -3 -8 -21 -14
right_child=1 2 14 -5 -6 8 10 -9 -10 -11 -12 17 23 -15 -16 -17 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0057131650249286651 0.0050715718981954351 0.0016618008724724068 0.0020029509095999399 0.0031118495216186049 0.0043607147009770818 0.0049957056697907728 0.0051262574530136608 0.0035777363489567162 0.0065099128091906152 0.0030149446797036071 0.0036431734049671653 0.0043154298299197614 0.0043356225672803476 0.004096306683643863 0.0010141279971390119 0.004489109670086781 0.0044575240499676178 0.0040950179743237287 0.0051157299717545218 0.0052133765216077653 0.0024323670746429875 0.0046167114149305256 0.004710842074960744 0.0038137577668615375
leaf_weight=59 60 68 77 52 55 58 139 75 55 86 52 68 97 65 54 72 54 53 650 84 56 127 111 54
leaf_count=59 60 68 77 52 55 58 139 75 55 86 52 68 97 65 54 72 54 53 650 84 56 127 111 54
internal_value=0 0.00288156 0.00260254 0.00480464 0.00299047 0.00485358 0.0047946 0.00272596 0.00573291 0.00242164 0.00445915 0.00495021 0.00454714 0.00472863 0.00159552 0.00506143 0.0051154 0.00465626 0.00516548 0.00476928 0.00200998 0.00488306 0.00492743 0.00414914
internal_weight=0 531 471 1850 340 1798 1685 285 113 210 534 1151 482 331 131 835 763 316 709 263 124 266 195 151
internal_count=2381 531 471 1850 340 1798 1685 285 113 210 534 1151 482 331 131 835 763 316 709 263 124 266 195 151
is_linear=0
shrinkage=0.00209259


Tree=995
num_leaves=18
num_cat=0
split_feature=97 4 48 1 12 11 48 43 43 43 4 4 4 4 1 12 12
split_gain=12.8107 5.9739 7.73441 6.09365 9.91103 6.22564 5.65163 4.10175 3.769 3.27947 3.00787 2.93156 11.4068 2.83529 1.83207 1.64411 1.40248
threshold=-1.0000000180025095e-35 0.024315000000000003 -1.0000000180025095e-35 0.11091000000000002 -0.085719999999999977 0.078340000000000007 0.099800000000000014 -0.14495499999999997 0.12397000000000001 -0.0083249999999999973 0.50569000000000008 -0.44205499999999992 -0.091674999999999993 -0.086734999999999993 0.12475000000000001 -0.079584999999999989 0.087615000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 7 8 13 9 15 -11 -9 -13 -6 -5 -4 -17
right_child=1 2 6 14 5 -7 -8 11 -10 10 -12 12 -14 -15 -16 16 -18
leaf_value=-0.0017753698331296713 -0.0010754020184236023 -0.0015844697525369609 0.0017547720728697243 0.0033516739839632445 0.0032307961189366875 -0.00017607611767039356 -0.00067005026800216446 0.0024185708473448576 -0.00034102100239610014 0.0026516019978053747 0.00088417757214129537 -0.0014312158041963703 0.0012973664358477391 0.001425096320921218 0.0018132357694410643 -0.00022548867097968735 0.00087959385918473672
leaf_weight=55 65 52 52 53 62 98 79 68 60 82 54 54 1194 56 52 52 151
leaf_count=55 65 52 52 53 62 98 79 68 60 82 54 54 1194 56 52 52 151
internal_value=0 0.00106085 0.000552695 0.00123457 0.00114539 0.00123966 0.000762497 0.00133645 0.00101357 0.00122159 0.00195029 0.00124334 0.00117925 0.00237438 0.00259037 0.000832711 0.000596213
internal_weight=0 2284 582 1702 1597 1532 530 1434 451 391 136 1316 1248 118 105 255 203
internal_count=2339 2284 582 1702 1597 1532 530 1434 451 391 136 1316 1248 118 105 255 203
is_linear=0
shrinkage=0.00580803


Tree=996
num_leaves=23
num_cat=0
split_feature=12 3 3 12 41 0 0 12 3 39 0 156 3 3 50 3 0 3 0 0 159 0
split_gain=273.397 67.5473 108.399 45.1743 24.7597 23.5079 30.8054 16.4778 12.7655 12.0051 10.647 10.4663 9.10593 8.82014 7.46942 5.48288 9.34876 3.51459 1.98233 2.03089 2.37416 1.37928
threshold=0.077755000000000005 0.11745500000000002 0.077930000000000013 0.13820000000000002 0.079395000000000007 -0.076539999999999983 -0.14454499999999995 0.09141500000000001 -0.013399999999999999 0.087690000000000004 0.057400000000000007 0.050840000000000003 0.30112000000000005 -0.099169999999999994 -1.0000000180025095e-35 -0.11756999999999999 -0.097074999999999981 -0.046989999999999997 -0.078759999999999983 -0.088099999999999984 -1.0000000180025095e-35 -0.084044999999999995
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 2 5 4 7 6 -1 13 17 -8 14 -4 -3 -2 -9 -16 -17 -7 19 20 -15 -21
right_child=3 12 11 -5 -6 8 9 10 -10 -11 -12 -13 -14 18 15 16 -18 -19 -20 21 -22 -23
leaf_value=0.0019333131816790426 0.005466324990155199 0.0023411741843832271 0.0042624635550106886 0.0025698117445110305 0.0032706222428246241 0.0021158556521907361 0.0045065473113778277 0.0035536236662867524 0.0013071282530947325 0.0031167859301440125 0.0051860580213356688 0.0053744298843309618 0.0012992043838494821 0.004885980525571364 0.0036969505120074096 0.0035671104576710543 0.0044779526056965523 0.0028453659604068147 0.004326650937958065 0.0049002933839300579 0.0044418362316142133 0.0046830252860969894
leaf_weight=56 67 56 91 52 65 56 53 59 60 52 56 59 96 72 54 53 473 56 60 261 183 249
leaf_count=56 67 56 91 52 65 56 53 59 60 52 56 59 96 72 54 53 473 56 60 261 183 249
internal_value=0 0.00287629 0.0032517 0.00445356 0.00451284 0.00259925 0.00316291 0.00456371 0.00207151 0.00381849 0.00432652 0.00469998 0.00168323 0.00474849 0.00425116 0.00432208 0.00438622 0.00248081 0.00469016 0.00471864 0.00456733 0.00479426
internal_weight=0 635 483 1704 1652 333 161 1587 172 105 695 150 152 892 639 580 526 112 825 765 255 510
internal_count=2339 635 483 1704 1652 333 161 1587 172 105 695 150 152 892 639 580 526 112 825 765 255 510
is_linear=0
shrinkage=0.00205156


Tree=997
num_leaves=23
num_cat=0
split_feature=12 15 12 3 3 16 12 52 52 15 15 39 15 42 11 15 15 3 16 15 12 49
split_gain=462.787 107.717 81.8853 58.9236 90.3848 47.5281 23.391 18.3337 42.2774 15.0726 12.3833 12.0304 10.4405 8.49457 7.60259 3.70343 3.53586 3.93724 2.68613 2.25837 2.06256 0.384998
threshold=0.077755000000000005 -0.25061999999999995 0.13820000000000002 0.11745500000000002 0.077930000000000013 -0.5103049999999999 0.10337000000000002 -0.029869999999999997 -0.087769999999999987 -0.4666249999999999 -1.0000000180025095e-35 0.085495000000000015 -0.091734999999999983 0.092340000000000019 1.0000000180025095e-35 0.080840000000000009 -0.092969999999999983 -0.076099999999999987 -0.051934999999999995 -0.074254999999999974 0.092855000000000007 0.082565000000000013
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 9 5 4 7 -2 13 8 -3 -1 -6 -9 -8 14 16 19 21 -18 -14 -15 -17 -7
right_child=2 3 -4 -5 10 6 12 11 -10 -11 -12 -13 18 15 -16 20 17 -19 -20 -21 -22 -23
leaf_value=0.0022152471340840764 0.003483156039180633 0.0040931972057046935 0.0026655132711489973 0.0021248172073837939 0.0050828420693219906 0.0054693829162958179 0.0041596360272485814 0.0046735565029338254 0.0012398157570019561 0.00065468130023153619 0.00657205485877286 0.0031366628884411051 0.0057380724767786715 0.005583644484041435 0.0067836156814429765 0.0061719678443752646 0.0061115069913828222 0.0054302839441708276 0.005090939436823652 0.0048638088321656834 0.005602514841968464 0.0057643083276348855
leaf_weight=73 52 64 52 100 65 59 53 73 61 76 70 53 80 55 85 64 858 55 77 52 101 61
leaf_count=73 52 64 52 100 65 59 53 73 61 76 70 53 80 55 85 64 858 55 77 52 101 61
internal_value=0 0.00324346 0.00569585 0.00380262 0.00423722 0.00579122 0.00586621 0.00336687 0.00270096 0.00141943 0.00585522 0.00402729 0.00510267 0.00598155 0.00607636 0.00559175 0.00601814 0.0060705 0.00542086 0.00523406 0.00582355 0.00561952
internal_weight=0 635 1704 486 386 1652 1600 251 125 149 135 126 210 1390 1118 272 1033 913 157 107 165 120
internal_count=2339 635 1704 486 386 1652 1600 251 125 149 135 126 210 1390 1118 272 1033 913 157 107 165 120
is_linear=0
shrinkage=0.0024518


Tree=998
num_leaves=13
num_cat=0
split_feature=31 40 16 1446 47 40 484 3 47 13 3 3
split_gain=10.4606 8.88063 5.60948 5.63893 4.56086 6.4137 5.25001 6.86287 3.48775 2.90627 3.44153 1.27778
threshold=-0.018414999999999997 0.051255000000000002 -0.50476999999999983 0.10734500000000001 0.077555000000000013 -0.080314999999999984 0.091180000000000011 0.11372500000000001 0.09055500000000001 -0.073629999999999987 -0.068864999999999996 -0.095119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 -4 7 -7 -6 -10 -11 -2
right_child=1 -3 3 -5 8 6 -8 -9 9 10 -12 -13
leaf_value=-0.0014081117761103792 -0.0006145134719815101 -0.0013054453774428306 -0.00039340302947647596 -0.00048607246329244774 0.0040432840216856735 0.0016387162961166606 0.0031238586213147763 -0.00032702494635988085 0.0012448748300164069 0.0016982091113287448 0.0040885939515350311 0.00070023962716297549
leaf_weight=61 52 53 76 58 54 1486 102 87 98 58 54 100
leaf_count=61 52 53 76 58 54 1486 102 87 98 58 54 100
internal_value=0 0.00144679 0.00151238 0.00160491 0.00166514 0.00153932 0.00162705 0.00152995 0.00249937 0.00210202 0.00285136 0.000249978
internal_weight=0 2278 2225 2073 2015 1751 1675 1573 264 210 112 152
internal_count=2339 2278 2225 2073 2015 1751 1675 1573 264 210 112 152
is_linear=0
shrinkage=0.00680503


Tree=999
num_leaves=23
num_cat=0
split_feature=1 52 0 12 123 1 1 0 123 13 13 14 0 0 1 0 12 13 133 1 0 0
split_gain=454.033 119.861 43.7825 43.1092 28.5464 22.2815 18.0534 17.119 13.3292 13.2471 10.1455 9.23398 7.14242 6.80498 6.22831 6.13864 5.36105 3.84413 2.92675 2.43968 1.07096 1.04964
threshold=0.10335000000000001 -0.41304999999999997 0.12539500000000003 0.086085000000000009 1.0000000180025095e-35 0.11990500000000003 0.14262000000000002 -0.076539999999999983 0.085740000000000011 0.0052200000000000015 -0.0042049999999999995 0.062655000000000016 -0.053259999999999995 -0.10653 0.085425000000000015 -0.049024999999999992 0.091445000000000012 -0.064754999999999993 0.31054500000000002 0.089150000000000021 -0.07964499999999998 -0.07081999999999998
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 -2 4 6 7 -5 8 11 10 15 -3 13 -11 14 -1 17 19 21 -19 -15 -18 -9
right_child=1 3 -4 5 -6 -7 -8 9 -10 12 -12 -13 -14 16 -16 -17 20 18 -20 -21 -22 -23
leaf_value=0.0043336572226760255 0.0047072350180293078 0.0013691499274899781 0.0023774027578838553 0.0034918432511287798 0.0028376430870529477 0.0017712710371596821 0.00036185325082789598 0.0040506536818823054 0.00085270178889489936 0.0038225140694791485 0.0023011841342781445 0.0051985126103205603 0.0027685433066634347 0.0044810586570854247 0.0034730435833314351 0.0046538577113280962 0.0040854386186481113 0.003377913931784958 0.0040582703629107953 0.0048753031345458745 0.0043701203376960412 0.0044714840808247995
leaf_weight=82 63 98 54 70 58 58 67 52 82 57 99 61 52 748 63 78 177 56 52 74 86 52
leaf_count=82 63 98 54 70 58 58 67 52 82 57 99 61 52 748 63 78 177 56 52 74 86 52
internal_value=0 0.00204844 0.00419773 0.001695 0.00425395 0.00271238 0.00131857 0.00430255 0.00154824 0.00393064 0.00183764 0.00441747 0.0033199 0.00437872 0.00395989 0.00416011 0.00443468 0.00397835 0.0037057 0.00451658 0.00417861 0.00426128
internal_weight=0 537 1802 474 1748 128 346 1690 279 399 197 1291 109 1230 145 290 1085 212 108 822 263 104
internal_count=2339 537 1802 474 1748 128 346 1690 279 399 197 1291 109 1230 145 290 1085 212 108 822 263 104
is_linear=0
shrinkage=0.00205156


Tree=1000
num_leaves=20
num_cat=0
split_feature=1 16 39 50 1 3 1 16 14 3 1 48 15 159 159 3 0 0 484
split_gain=374.63 59.1314 43.0962 35.3129 24.7096 20.2268 19.9708 14.9018 14.7771 16.5619 13.6286 9.22366 8.49887 6.36741 8.42419 6.61534 7.13169 4.01866 1.65286
threshold=0.10538500000000002 0.27776000000000006 0.081875000000000017 0.10209500000000001 0.12007000000000002 0.10323000000000002 0.093595000000000025 -0.42372999999999994 0.062655000000000016 -0.11756999999999999 0.080270000000000022 0.082225000000000006 -0.090554999999999983 0.042925000000000005 0.099565000000000015 0.086245000000000016 -0.066849999999999979 -0.095264999999999989 -0.023814999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 7 8 -4 -2 9 10 -1 -9 17 15 -15 16 -11 -6 -16
right_child=1 -3 6 -5 12 -7 -8 11 -10 13 -12 -13 -14 14 18 -17 -18 -19 -20
leaf_value=0.0046141710110814893 0.0031474102977440423 0.0039867454524800915 0.0040890042070017736 0.0034949055298342754 0.002005764456024039 0.0032428973189966731 0.0022515472523160782 0.0012283631364129073 0.0055829781156819074 0.0046370134978731062 0.0032093734198194806 0.0024780266993277779 0.00055777669564185137 0.0055578249339715271 0.0043321105545653365 0.0038206556106411271 0.0040887948871047583 0.0012275305035043559 0.0048613097638147973
leaf_weight=55 69 89 53 67 53 53 55 52 65 1166 74 56 56 71 52 54 120 71 59
leaf_count=55 69 89 53 67 53 53 55 52 65 1166 74 56 56 71 52 54 120 71 59
internal_value=0 0.00240478 0.00446311 0.00207266 0.00180567 0.00454306 0.00315347 0.0023721 0.0045832 0.00454382 0.00380849 0.00187655 0.00124856 0.00460613 0.00498208 0.00455506 0.00458588 0.00156035 0.0046136
internal_weight=0 513 1877 424 357 1769 108 177 1716 1651 129 108 180 1522 182 1340 1286 124 111
internal_count=2390 513 1877 424 357 1769 108 177 1716 1651 129 108 180 1522 182 1340 1286 124 111
is_linear=0
shrinkage=0.00213444


Tree=1001
num_leaves=19
num_cat=0
split_feature=10 2 130 13 16 475 16 49 13 41 11 2 12 4 2 16 16 4
split_gain=9.40234 10.792 14.7329 6.95014 7.03798 9.03959 6.45269 8.26817 3.27565 2.6573 6.89912 2.53461 3.15534 1.78979 2.67985 1.763 2.37026 0.213417
threshold=0.058500000000000003 0.099675000000000014 -1.0000000180025095e-35 -0.089624999999999982 -0.036039999999999996 -0.06562999999999998 0.51148500000000008 0.0029050000000000005 -0.15714499999999998 0.079395000000000007 1.0000000180025095e-35 -0.0091949999999999983 -0.016554999999999997 0.098655000000000007 0.096685000000000007 -0.085314999999999988 -0.42004999999999992 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 8 15 -6 7 -7 17 10 11 -1 -13 14 -14 16 -5 -4
right_child=-2 2 3 4 5 6 -8 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=0.00035833708982336356 -0.0015556861543561137 -0.0029216044460820627 0.00020201709446825754 0.0029877760617996723 0.0031240474351447891 -0.0027500027478497917 0.0017923007243323486 0.00091437149536170834 -0.001722542406972378 0.00032853015762392666 0.0045966332409923911 0.0037321913720500728 0.001864171349060046 0.00061915774673546628 0.0034904822660488753 0.0036429210226055536 0.0010385320496533936 0.00088518213213951372
leaf_weight=59 55 55 52 82 71 70 76 69 55 57 55 54 1280 61 60 65 62 52
leaf_count=59 55 55 52 82 71 70 76 69 55 57 55 54 1280 61 60 65 62 52
internal_value=0 0.00158644 0.000812718 0.00112689 0.00156588 0.000799629 3.16572e-05 -0.00093042 -0.000239277 0.00192376 0.00198167 0.00188662 0.00194853 0.00187973 0.00193705 0.00261405 0.00214908 0.000544371
internal_weight=0 2335 709 654 495 286 215 139 159 1626 1569 1514 1455 1401 1340 209 144 104
internal_count=2390 2335 709 654 495 286 215 139 159 1626 1569 1514 1455 1401 1340 209 144 104
is_linear=0
shrinkage=0.0075133


Tree=1002
num_leaves=26
num_cat=0
split_feature=3 3 43 0 15 3 39 15 15 15 3 13 52 15 3 51 13 51 0 3 43 15 1209 43 13
split_gain=414.527 153.229 158.627 69.0573 53.1203 40.3352 32.3143 20.7958 15.172 12.9094 31.0893 12.0882 8.3169 8.16762 10.4234 7.21448 6.68345 4.34734 3.70227 3.39256 2.90177 2.49171 1.88545 1.86193 1.06035
threshold=-0.052614999999999995 0.30112000000000005 -0.042649999999999993 -0.045754999999999997 -0.032704999999999991 0.11745500000000002 0.087735000000000021 -1.0000000180025095e-35 -0.10556999999999998 0.082725000000000007 -0.097574999999999981 0.024780000000000003 -0.40809499999999993 0.096385000000000012 -0.097094999999999987 -0.26649999999999996 -0.014449999999999999 -0.085574999999999984 -0.080634999999999984 0.077930000000000013 -0.079854999999999995 0.084785000000000013 0.087170000000000011 -0.013384999999999999 -0.073099999999999984
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 6 9 -5 7 -2 19 -8 10 11 -1 -6 14 -11 -12 17 -17 -15 -4 -19 -16 23 -23 -20
right_child=1 -3 5 4 12 -7 8 -9 -10 13 15 -13 -14 18 21 16 -18 20 24 -21 -22 22 -24 -25 -26
leaf_value=0.0041659085660350047 0.003843939002904897 0.0014743102429784685 0.0048493525203043555 0.0029157481191212568 0.0060384687161399737 0.0038911833732040626 0.0013605160148809419 0.0064253598142354545 0.0028569391645223408 0.0071024956430582493 0.0053163062083429044 0.0055251927981047888 0.004941984946195588 0.0054249757652032769 0.0065523758169861342 0.0066002487651752335 0.0055406389659808297 0.0062340850453024167 0.0062785229129566035 0.0054777627352660214 0.005869396490471075 0.005860385424640774 0.0065009106116554645 0.0062014224577682476 0.0058815321921214326
leaf_weight=63 94 103 78 57 53 78 56 97 69 71 65 57 79 68 89 88 93 231 54 81 181 112 62 230 81
leaf_count=63 94 103 78 57 53 78 56 97 69 71 65 57 79 68 89 88 93 231 54 81 181 112 62 230 81
internal_value=0 0.00386491 0.00431014 0.00585701 0.00463862 0.0052359 0.00289814 0.00564552 0.00218672 0.00600604 0.00581185 0.00481176 0.00538241 0.00620298 0.0063356 0.00599421 0.00606847 0.0061666 0.00583443 0.00516963 0.00607393 0.0062251 0.00615295 0.0060898 0.0060405
internal_weight=0 656 553 1734 189 334 219 256 125 1545 778 120 132 767 564 658 593 500 203 159 412 493 404 342 135
internal_count=2390 656 553 1734 189 334 219 256 125 1545 778 120 132 767 564 658 593 500 203 159 412 493 404 342 135
is_linear=0
shrinkage=0.00213444


Tree=1003
num_leaves=10
num_cat=0
split_feature=3 123 14 150 11 14 13 0 4
split_gain=9.41868 6.7629 6.15486 6.7228 5.69668 4.05659 5.33409 11.1754 7.35581
threshold=0.30112000000000005 0.09394000000000001 -0.10708499999999999 -0.094239999999999977 0.085155000000000022 0.076975000000000002 0.039845000000000012 -0.026509999999999995 -0.21586499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 -5
right_child=-2 -3 3 4 -6 -7 7 -9 -10
leaf_value=0.0034730838562092173 -0.00061812261202230721 -0.00089375446611618121 -0.00093992705267987036 0.0033585993252391081 -5.6810780936257115e-05 0.003343680582270454 0.0013823050029354857 -0.0021432889559986406 0.0015755503184421143
leaf_weight=74 103 54 52 115 99 61 194 53 1585
leaf_count=74 103 54 52 115 99 61 194 53 1585
internal_value=0 0.00148503 0.00154259 0.00147639 0.00153606 0.00161463 0.00156042 0.000625507 0.00169621
internal_weight=0 2287 2233 2159 2107 2008 1947 247 1700
internal_count=2390 2287 2233 2159 2107 2008 1947 247 1700
is_linear=0
shrinkage=0.00680503


Tree=1004
num_leaves=20
num_cat=0
split_feature=1 10 1 457 0 0 52 52 11 2 2 2 1 52 133 403 0 475 13
split_gain=270.988 33.3726 33.2833 26.5929 24.1962 18.1463 16.4418 23.3886 13.8219 12.2872 10.1716 4.76295 21.3581 7.47818 7.5605 5.70337 2.74205 2.66602 2.39283
threshold=0.109225 -1.0000000180025095e-35 0.094750000000000015 0.080930000000000016 -0.077914999999999984 0.040035000000000008 -0.08929999999999999 0.0043000000000000009 0.077290000000000011 0.12708000000000003 0.11500500000000001 0.087675000000000017 0.081005000000000008 0.11110500000000002 0.037060000000000003 -0.029954999999999996 -0.098524999999999988 -0.07675499999999999 0.066010000000000013
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 5 6 9 8 -4 -8 11 -3 -6 13 17 14 16 -16 -1 -13 -19
right_child=1 4 3 -5 10 -7 7 -9 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20
leaf_value=0.0053336539148294915 0.00059649010254907262 0.0022313910994079273 0.0046746233438824114 0.0019819105154989299 0.0035298055144717668 0.0033476939663144977 0.0025981628535028689 0.0045939997947076761 0.0056340544376132003 0.00081703376267721196 0.0023835862917361474 0.004780303052384147 0.0027597316594980149 0.00374533825293627 0.0038303806878955656 0.0046149441303092375 0.0047444201319714113 0.0043861271643684261 0.0039191058667533028
leaf_weight=55 74 99 92 56 102 94 93 57 58 59 86 92 52 63 101 126 390 565 76
leaf_count=55 74 99 92 56 102 94 93 57 58 59 86 92 52 63 101 126 390 565 76
internal_value=0 0.0020914 0.00426074 0.00350543 0.00241104 0.00439534 0.00385787 0.00335676 0.00445773 0.00170341 0.00300561 0.00441283 0.00427947 0.00455522 0.00463111 0.00426598 0.00481731 0.00438725 0.0043308
internal_weight=0 420 1970 298 346 1672 242 150 1578 158 188 1520 785 735 672 227 445 733 641
internal_count=2390 420 1970 298 346 1672 242 150 1578 158 188 1520 785 735 672 227 445 733 641
is_linear=0
shrinkage=0.0024518


Tree=1005
num_leaves=26
num_cat=0
split_feature=4 3 2 43 2 3 2 2 16 39 52 16 16 2 2 4 483 52 4 12 133 4 3 130 43
split_gain=488.206 163.107 114.131 61.6677 36.6668 18.6761 17.0116 14.2123 13.7528 12.3805 10.5671 9.87554 19.2596 8.44403 8.2171 9.03658 6.61191 7.49183 5.93248 3.80307 3.42876 2.78706 2.31595 1.49706 0.96165
threshold=0.30163500000000004 -0.06340999999999998 0.10859000000000001 -0.049364999999999992 0.13538500000000001 0.11745500000000002 0.090225000000000014 0.10045500000000002 0.11346000000000002 0.086210000000000023 -0.53454499999999994 -0.038799999999999994 -0.097499999999999989 0.089125000000000024 0.11626500000000002 -0.082084999999999977 0.0015150000000000003 0.093245000000000008 -0.096364999999999992 0.087765000000000024 0.037060000000000003 -0.0086999999999999977 -0.085104999999999986 -0.0034949999999999994 -0.00027999999999999998
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=1 6 3 9 7 -4 8 -2 18 -3 -8 12 -5 -13 15 -12 17 -17 -1 20 21 -20 -22 -21 -25
right_child=4 2 5 11 -6 -7 10 -9 -10 -11 14 13 -14 -15 -16 16 -18 -19 19 23 22 -23 -24 24 -26
leaf_value=0.0076338994149327153 0.0026001009929545751 0.0051858685754158232 0.0041603632706652795 0.007011743827853122 0.0014763836368855534 0.0025505712702252742 0.0070901202469731469 0.0039805646688630975 0.0058807797659817399 0.0035614315419978284 0.0071669673468602729 0.0077009941581970805 0.0050665523520421907 0.0064210408352080714 0.0053218798020634658 0.005610808666578938 0.0067982199869878841 0.0063767456482691819 0.0070308393528153877 0.0069847387066153009 0.006496823580571123 0.007654702796559879 0.0070035714384523518 0.0066694762675058262 0.0063785953348115309
leaf_weight=56 76 52 91 58 87 77 78 100 89 57 55 55 60 66 63 161 68 138 210 69 110 53 104 254 96
leaf_count=56 76 52 91 58 87 77 78 100 89 57 55 55 60 66 63 161 68 138 210 69 110 53 104 254 96
internal_value=0 0.00622583 0.0050501 0.00583567 0.00275346 0.00342269 0.00660404 0.0033846 0.00678639 0.00433663 0.00626684 0.00651922 0.00602288 0.00700305 0.00613438 0.00625562 0.00611897 0.0059644 0.00687102 0.00682332 0.00697123 0.00715666 0.00674321 0.00665487 0.00658977
internal_weight=0 2120 516 348 263 168 1604 176 1041 109 563 239 118 121 485 422 367 299 952 896 477 263 214 419 350
internal_count=2383 2120 516 348 263 168 1604 176 1041 109 563 239 118 121 485 422 367 299 952 896 477 263 214 419 350
is_linear=0
shrinkage=0.00240373


Tree=1006
num_leaves=21
num_cat=0
split_feature=1 2 376 16 52 131 39 52 16 16 52 16 2 50 159 51 47 0 484 52
split_gain=15.1284 7.16202 6.08956 5.05926 4.17084 6.98728 9.68405 5.75722 11.8551 3.52263 3.83737 3.7626 6.89966 3.09989 3.17303 2.94036 2.25812 4.14244 3.23685 1.29348
threshold=0.09518500000000002 0.13712500000000002 0.080200000000000007 -0.13895999999999997 0.12431000000000002 0.083410000000000026 1.0000000180025095e-35 -0.41304999999999997 -0.0073349999999999986 0.21684500000000004 -0.53283999999999987 -0.00017499999999999997 0.085505000000000012 0.11833 -0.089714999999999975 -0.12463499999999998 0.079855000000000023 -0.13972999999999997 0.087150000000000019 -0.083119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -3 5 6 7 -2 -9 11 -11 13 -13 14 -1 -12 17 -16 -19 -14
right_child=1 3 -4 -5 -6 -7 -8 8 -10 10 15 12 19 -15 16 -17 -18 18 -20 -21
leaf_value=0.0036657357466189778 0.0029915541414396282 0.00074525513348444215 -0.00071581747257799106 -0.0021607266676076163 0.0029928466139680001 -0.00068590628830167454 0.0045240696734579261 0.0015194942288624415 -0.0025381918557877193 0.002749980786836389 0.0013850100185204257 0.0050689888548654492 0.0016189848818342104 0.00039423987090412242 0.00052822738900065703 -0.00083345187513801395 0.0032056357840977803 0.0020048221248939952 0.0038492519198576251 0.0028861679571722861
leaf_weight=71 67 64 79 66 83 86 54 157 52 59 81 68 81 57 99 54 86 868 55 96
leaf_count=71 67 64 79 66 83 86 54 157 52 59 81 68 81 57 99 54 86 868 55 96
internal_value=0 0.000832296 0.0011837 -0.000729485 0.00148458 0.00118346 0.00167087 0.00111235 0.00050955 0.00211681 0.00118262 0.00223912 0.00307371 0.00207363 0.00215475 0.000497043 0.00205786 0.0019612 0.00211481 0.00230671
internal_weight=0 708 578 130 499 416 330 276 209 1675 194 1481 245 1236 1179 135 1108 1022 923 177
internal_count=2383 708 578 130 499 416 330 276 209 1675 194 1481 245 1236 1179 135 1108 1022 923 177
is_linear=0
shrinkage=0.00736598


Tree=1007
num_leaves=27
num_cat=0
split_feature=1 4 123 3 4 3 1 12 12 4 1 13 1 16 3 1 1 3 3 3 131 16 13 16 1 4
split_gain=1109.4 166.065 159.585 91.859 69.3733 54.0796 46.2355 17.6212 15.9842 13.993 22.0853 11.3477 9.47763 10.3551 9.55387 9.29232 10.2011 10.9104 9.0366 7.51619 5.76215 5.62636 5.27645 4.51847 3.67867 1.6555
threshold=0.10732500000000002 0.27287000000000006 1.0000000180025095e-35 -0.06340999999999998 0.27161500000000005 -0.072579999999999992 0.12958500000000003 0.11769500000000001 0.09141500000000001 -0.033449999999999987 0.087070000000000022 -1.0000000180025095e-35 0.079865000000000019 -0.057579999999999992 -0.11128999999999999 0.088415000000000007 0.076010000000000008 -0.090989999999999988 0.0065900000000000012 -0.088714999999999988 0.085335000000000008 0.0060650000000000009 -0.036584999999999993 -0.063814999999999997 0.094610000000000014 -0.075969999999999996
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 3 4 -2 5 8 -3 9 15 22 23 -5 13 25 -14 16 21 -18 -8 -15 -17 -1 -7 -11 -16 -10
right_child=1 6 -4 11 -6 7 18 -9 12 10 -12 -13 14 19 24 20 17 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.016204459996444771 0.014979791233945763 0.011504789918342499 0.012685940982777526 0.011606438821664048 0.013247270020656088 0.015299800854538009 0.010108072487700024 0.013880871848693258 0.016066081451525705 0.015813263394848367 0.013822644539265809 0.012839911943977525 0.016849554284117631 0.014371009303831124 0.016070197185149831 0.015008967082685579 0.017560324403423543 0.016199750565670492 0.0089019518863764063 0.015373996391311519 0.016033116935588742 0.015634208868310531 0.016132032364426171 0.014933123632104002 0.015299698662396092 0.015578856134320347
leaf_weight=604 79 103 87 93 53 71 60 53 80 62 66 58 52 54 69 52 53 61 59 109 55 98 78 53 55 66
leaf_count=604 79 103 87 93 53 71 60 53 80 62 66 58 52 54 69 52 53 61 59 109 55 98 78 53 55 66
internal_value=0 0.0117795 0.0155688 0.0130764 0.0157048 0.0157775 0.0104358 0.0150511 0.0159751 0.0152389 0.0148299 0.0120804 0.0156535 0.0154219 0.0160599 0.016144 0.0162238 0.0168325 0.00951028 0.0150419 0.0155356 0.0161249 0.0157356 0.0154078 0.0157286 0.015846
internal_weight=0 452 1931 230 1844 1791 222 383 1408 330 181 151 485 309 176 923 816 114 119 163 107 702 149 115 124 146
internal_count=2383 452 1931 230 1844 1791 222 383 1408 330 181 151 485 309 176 923 816 114 119 163 107 702 149 115 124 146
is_linear=0
shrinkage=0.00217713


Tree=1008
num_leaves=20
num_cat=0
split_feature=1 4 39 3 3 1 1 2 2 4 1 150 2 11 13 158 13 2 12
split_gain=461.432 58.199 53.7835 47.5777 36.5536 28.4677 26.8309 19.9437 18.1888 16.6882 21.5192 9.97567 6.69879 5.64526 5.63939 4.28849 5.04008 3.09176 2.58684
threshold=0.10732500000000002 0.27287000000000006 0.081875000000000017 -0.06340999999999998 0.10323000000000002 0.12958500000000003 0.094750000000000015 0.090225000000000014 0.10859000000000001 -0.49269499999999994 0.088595000000000021 0.102565 0.10222000000000002 1.0000000180025095e-35 0.0015850000000000003 0.088055000000000008 -0.017484999999999997 0.13538500000000001 0.086985000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 -3 -4 11 -5 -9 12 13 18 15 -14 16 -1 -7 -11
right_child=1 5 6 8 -6 17 -8 9 -10 10 -12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0054749106330432657 0.0049799651886002425 0.0027575552111719749 0.0049268927232036866 0.0038733946714753224 0.0036718731305191796 0.0015212603695412101 0.002682345313744517 0.0062473293658068616 0.0021846634767510838 0.0058596724016185152 0.0037033434586153458 0.0047327415392316788 0.0050828149953210311 0.0064427333666083192 0.0042385522353351772 0.0061767648409422286 0.0058299481085288462 0.00076923292838188993 0.0052926972143524098
leaf_weight=513 79 103 55 52 63 52 59 67 99 52 59 59 160 54 58 83 372 67 277
leaf_count=513 79 103 55 52 63 52 59 67 99 52 59 59 160 54 58 83 372 67 277
internal_value=0 0.00271219 0.00530554 0.0035268 0.00540215 0.00186812 0.00376546 0.00546429 0.00276638 0.00515165 0.00503047 0.00565891 0.00517357 0.00571235 0.00485831 0.00567158 0.00562417 0.00109806 0.00538239
internal_weight=0 452 1931 230 1817 222 114 1754 151 673 606 1081 547 1022 218 968 885 119 329
internal_count=2383 452 1931 230 1817 222 114 1754 151 673 606 1081 547 1022 218 968 885 119 329
is_linear=0
shrinkage=0.00231039


Tree=1009
num_leaves=23
num_cat=0
split_feature=4 2 39 150 2 0 0 2 4 0 0 150 160 2 51 43 42 43 160 4 4 2
split_gain=662.145 210.629 122.8 80.6104 47.7169 46.5672 32.2098 25.3349 17.7978 14.51 13.0724 12.2705 22.5663 11.0879 9.23017 11.8789 6.68253 5.34757 5.40659 3.91024 2.76823 2.70136
threshold=0.30163500000000004 0.10859000000000001 0.084535000000000013 0.082295000000000021 0.14019000000000004 -0.077724999999999975 -0.07385499999999999 0.13459500000000005 -0.078129999999999991 -0.073574999999999988 -0.096594999999999986 0.081245000000000026 -1.0000000180025095e-35 0.10222000000000002 0.084400000000000017 -0.0040649999999999983 0.090040000000000023 -0.15582499999999996 -0.081814999999999985 -0.062804999999999986 -0.036279999999999993 0.090425000000000019
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 2 8 5 11 -3 -4 19 10 13 -1 12 -2 14 16 -16 -10 -12 -19 -7 -11 -20
right_child=4 3 6 -5 -6 7 -8 -9 9 20 17 -13 -14 -15 15 -17 -18 18 21 -21 -22 -23
leaf_value=0.0061217216785243054 0.0022939535443809987 0.0019893165586762481 0.0038778745097157725 0.0008911529743029804 -0.00036080231232719641 0.003954346547524498 0.0017740201158997751 0.002786644783245357 0.0050990457207832551 0.0044261080444369921 0.0045292513336854289 0.0024428627267231813 0.00066529061673897849 0.0039570239144736544 0.004955091962680183 0.0036696097851736348 0.0046412884130214351 0.0057583828617882643 0.0051628912747429447 0.0046322350051263058 0.0038518647010204799 0.0047938277079838847
leaf_weight=54 57 64 57 59 66 55 61 55 533 69 63 53 87 54 65 53 172 54 384 95 69 104
leaf_count=54 57 64 57 59 66 55 61 55 533 69 63 53 87 54 65 53 172 54 384 95 69 104
internal_value=0 0.00450276 0.00477401 0.00302072 0.00111907 0.00348772 0.00279047 0.00395541 0.00491382 0.00474645 0.00517157 0.00161498 0.00131012 0.00484199 0.00490003 0.0043779 0.0049874 0.00508672 0.00515148 0.00438382 0.00413914 0.00508428
internal_weight=0 2120 1792 328 263 269 118 205 1674 1015 659 197 144 877 823 118 705 605 542 150 138 488
internal_count=2383 2120 1792 328 263 269 118 205 1674 1015 659 197 144 877 823 118 705 605 542 150 138 488
is_linear=0
shrinkage=0.00201133


Tree=1010
num_leaves=25
num_cat=0
split_feature=2 2 2 2 0 15 12 12 14 150 2 15 15 0 133 12 15 133 43 156 15 43 15 12
split_gain=474.852 214.912 79.2208 57.4907 41.7783 62.1233 41.0458 36.1559 21.0157 18.3398 16.2803 11.3256 14.0366 12.7688 6.85039 6.77905 6.33612 6.10903 4.73125 4.1079 3.5282 1.43737 1.7706 0.904887
threshold=0.12051500000000002 -1.0000000180025095e-35 0.099675000000000014 0.17730000000000004 -0.084114999999999981 -0.11251499999999999 0.087245000000000003 -0.011819999999999999 0.062655000000000016 1.0000000180025095e-35 0.10859000000000001 0.022565000000000005 -0.0073899999999999999 -0.066044999999999979 0.11588000000000002 0.086160000000000014 -0.029334999999999996 -0.014614999999999998 -0.073404999999999984 0.083125000000000018 0.094620000000000024 -0.043589999999999997 0.092400000000000024 0.097940000000000013
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 7 8 4 -2 -6 9 -1 11 10 -4 12 13 19 15 17 18 -13 -8 -3 -17 -16 -23 -18
right_child=3 2 6 -5 5 -7 16 -9 -10 -11 -12 14 -14 -15 21 20 23 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0033824875384656748 0.0028181994430516036 0.0073452593307090676 0.0068270631085288027 0.0015088302891914215 0.0029653413540344188 0.0062154024036551979 0.0070606990329435465 0.0058273762876057704 0.0088102603081180834 0.0042995030852742491 0.0051298529169441377 0.0076725612786242587 0.0064196022355332448 0.006274450311696783 0.007519411671353734 0.0077420922751983146 0.0076329416172497035 0.008593292286599807 0.0061405694243281137 0.0077953458016765268 0.0072184602787822355 0.0067724919333278831 0.0073784795332446414 0.0071836937455375975
leaf_weight=92 74 430 62 53 52 88 66 53 65 52 64 73 102 55 70 284 53 91 60 156 98 55 56 54
leaf_count=92 74 430 62 53 52 88 66 53 65 52 64 73 102 55 70 284 53 91 60 156 98 55 56 54
internal_value=0 0.00704448 0.00725072 0.0037069 0.00425117 0.00500842 0.00633143 0.00427631 0.00749685 0.00547872 0.00596519 0.00743876 0.00723352 0.007363 0.00764848 0.00778082 0.00698275 0.00818361 0.00662274 0.00746512 0.00760782 0.00724912 0.00707844 0.00740645
internal_weight=0 2091 1946 267 214 140 411 145 1535 178 126 1470 743 641 727 546 233 164 126 586 382 181 111 107
internal_count=2358 2091 1946 267 214 140 411 145 1535 178 126 1470 743 641 727 546 233 164 126 586 382 181 111 107
is_linear=0
shrinkage=0.00235659


Tree=1011
num_leaves=17
num_cat=0
split_feature=4 15 16 11 376 16 52 15 15 0 156 12 4 43 0 0
split_gain=18.0645 9.99178 8.25437 6.06052 8.28373 6.80287 6.07207 4.0193 7.05042 15.2592 5.20269 3.31664 2.93774 2.13469 2.02893 1.48005
threshold=0.30163500000000004 -0.4680149999999999 -0.51433499999999988 0.088215000000000002 0.083890000000000006 -0.11118499999999999 0.51400500000000016 0.03981500000000001 -0.0073899999999999999 0.043875000000000004 0.084715000000000013 0.08073000000000001 -0.097514999999999977 -0.012264999999999998 -0.096594999999999986 -0.11208499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 11 7 8 10 -10 -7 -1 -9 -14 15 -13
right_child=1 2 -4 -5 -6 6 -8 12 9 -11 -12 14 13 -15 -16 -17
leaf_value=0.0048167903286156178 0.0026664654616220373 0.0015471474470945298 -0.0012787705049831215 0.0048284473047643705 0.00045100325084549244 0.0023214981807926165 0.00053287666750592667 0.0042874836146973476 -0.00045548004726955591 0.0034167574347885401 0.0035803650972070799 0.0034011136187289408 0.002503787392900489 0.003215227657588427 0.004002848074610957 0.0019660257404608438
leaf_weight=76 90 79 92 55 67 518 57 67 98 73 183 61 330 369 85 58
leaf_count=76 90 79 92 55 67 518 57 67 98 73 183 61 330 369 85 58
internal_value=0 0.00093701 2.63702e-05 0.00272636 0.00266971 0.00274494 0.00259184 0.00266345 0.00236536 0.00119718 0.00265023 0.0036715 0.0030027 0.00287945 0.00324449 0.00270223
internal_weight=0 261 171 2097 2042 1975 1695 1638 872 171 701 280 766 699 204 119
internal_count=2358 261 171 2097 2042 1975 1695 1638 872 171 701 280 766 699 204 119
is_linear=0
shrinkage=0.00641253


Tree=1012
num_leaves=16
num_cat=0
split_feature=4 2 123 2 14 2 13 13 16 52 4 4 16 16 159
split_gain=563.732 190.121 110.831 47.2647 44.2506 23.2957 21.5389 17.1045 11.1672 9.53784 16.0801 13.9582 8.35513 20.1665 8.30957
threshold=0.30163500000000004 0.13388500000000003 0.081180000000000016 0.14461000000000004 0.076175000000000007 0.09857500000000001 -1.0000000180025095e-35 -0.089189999999999978 -0.48186499999999993 0.40945500000000007 -0.38908499999999996 -0.093344999999999997 -0.067914999999999989 0.029300000000000003 -0.46319999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 9 8 -7 -2 10 -1 -12 -9 -14 -11
right_child=3 -3 -4 -5 -6 7 -8 12 -10 14 11 -13 13 -15 -16
leaf_value=0.0062346623124473772 0.0018644144967340476 0.0017220836645832063 0.0025442889379454934 -0.00064459818235875106 0.0066868842686475119 0.003232385623501065 0.0025329974393034642 0.0051914280400725647 0.00048774696378728674 0.0050303701537770121 0.0039196558841444028 0.0050854746878508245 0.0033566344881913505 0.004801542495228542 0.0037950777612485382
leaf_weight=58 52 100 97 52 72 52 91 88 66 53 53 1236 67 166 55
leaf_count=58 52 100 97 52 72 52 91 88 66 53 53 1236 67 166 55
internal_value=0 0.00471051 0.00486014 0.00124961 0.00497836 0.00491105 0.00172101 0.00441542 0.00109461 0.0050381 0.00508912 0.00503756 0.00460699 0.00438616 0.00440151
internal_weight=0 2097 1997 261 1900 1828 209 373 118 1455 1347 1289 321 233 108
internal_count=2358 2097 1997 261 1900 1828 209 373 118 1455 1347 1289 321 233 108
is_linear=0
shrinkage=0.00222067


Tree=1013
num_leaves=14
num_cat=0
split_feature=2 30 148 148 0 2 11 0 3 3 0 2 16
split_gain=18.9869 9.77988 7.78704 5.35675 4.97555 11.0923 7.68325 5.32611 16.7765 4.52064 7.48736 4.44365 1.45067
threshold=0.13538500000000001 0.086065000000000016 -0.083779999999999979 -1.0000000180025095e-35 -0.076539999999999983 -0.011974999999999998 0.079915000000000014 0.10798500000000001 -0.107915 0.11924500000000002 -0.18560999999999997 0.17730000000000004 -0.073494999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 9 8 -7 10 -5 12 -2
right_child=11 -3 3 4 5 7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0050490616231749393 0.0016707036487736467 -0.00026973748248788914 0.00043076635266630329 0.0047516545754560657 -0.00076360352307917553 -0.0013753297513117635 0.0052165670247341965 0.0038775233727097579 0.0025079185131102852 0.00077888602052712699 0.0026093236741558134 -0.001334617331202363 0.00025264375016700576
leaf_weight=52 59 54 53 74 55 54 52 80 400 53 1254 53 65
leaf_count=52 59 54 53 74 55 54 52 80 400 53 1254 53 65
internal_value=0 0.00247797 0.00254776 0.00248505 0.00253886 0.00203231 0.00274701 0.00232041 0.00204588 0.00265397 0.00272875 0.000250049 0.000927929
internal_weight=0 2181 2127 2075 2022 589 1433 534 454 1381 1328 177 124
internal_count=2358 2181 2127 2075 2022 589 1433 534 454 1381 1328 177 124
is_linear=0
shrinkage=0.00654078


Tree=1014
num_leaves=22
num_cat=0
split_feature=1 3 16 2 2 2 123 2 2 3 3 1 2 14 2 51 1429 3 3 3 50
split_gain=563.354 119.176 52.0847 51.4126 45.92 41.9696 33.8529 26.3114 24.699 12.4005 10.5801 5.85365 5.03136 4.36574 3.60032 5.43345 4.07368 3.29503 2.85598 3.87413 0.871859
threshold=0.10312500000000001 -0.052614999999999995 0.062365000000000011 0.14721500000000001 -1.0000000180025095e-35 0.10322500000000003 0.080635000000000012 0.11657500000000001 0.09857500000000001 0.092330000000000009 -0.064294999999999977 0.089875000000000024 0.10866500000000003 0.076975000000000002 0.08647500000000001 -0.014214999999999998 0.084665000000000004 -0.082879999999999995 -0.087784999999999988 -0.080049999999999996 0.089465000000000017
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=6 2 5 4 -3 -2 8 -6 9 11 18 13 -12 14 15 -1 -16 -13 -10 -20 -19
right_child=1 3 -4 -5 7 -7 -8 -9 10 -11 12 17 -14 -15 16 -17 -18 20 19 -21 -22
leaf_value=0.013698068200626357 0.013263632301647623 0.010017064907364646 0.014085906568228801 0.0094006704070490003 0.012558869371395985 0.0107465755360482 0.012345499346413684 0.011070409624427357 0.013440861774926857 0.013163605537575555 0.013466931834777809 0.013395251514415151 0.012607213719764053 0.014791651102801524 0.01403179920518071 0.014409247287409515 0.014574028211215366 0.013845305590806507 0.014401555625836993 0.013696367864157847 0.014188713704733848
leaf_weight=52 54 83 86 76 103 58 53 98 73 54 56 53 62 57 542 436 68 78 53 95 68
leaf_count=52 54 83 86 76 103 58 53 98 73 54 56 53 62 57 542 436 68 78 53 95 68
internal_value=0 0.0116046 0.0128837 0.0109011 0.0113025 0.0119604 0.0139643 0.0118333 0.0140134 0.0141334 0.0135148 0.0141721 0.0130154 0.0142288 0.0141995 0.0143335 0.0140923 0.013843 0.0137813 0.013949 0.0140054
internal_weight=0 558 198 360 284 112 1800 201 1747 1408 339 1354 118 1155 1098 488 610 199 221 148 146
internal_count=2358 558 198 360 284 112 1800 201 1747 1408 339 1354 118 1155 1098 488 610 199 221 148 146
is_linear=0
shrinkage=0.00205156


Tree=1015
num_leaves=26
num_cat=0
split_feature=4 12 13 51 4 4 12 0 4 16 0 12 13 0 0 0 4 16 49 0 159 483 16 4 12
split_gain=295.33 105.481 47.4331 27.7549 26.8084 24.3451 21.2088 17.1565 13.5345 11.6006 11.3379 10.3029 8.78078 5.72031 5.54077 6.5106 7.70142 4.50992 4.23768 3.77696 3.41733 3.77092 3.43862 2.17139 1.7199
threshold=0.27161500000000005 0.077755000000000005 -0.00038499999999999998 0.07955000000000001 -0.057539999999999994 -0.0018749999999999997 0.11769500000000001 -0.10803999999999998 -0.082634999999999986 -0.013125 -0.037224999999999994 0.093840000000000021 -0.084269999999999984 -0.088634999999999992 -0.087404999999999997 0.11535000000000002 -0.088499999999999981 -0.052894999999999991 -0.080089999999999981 -0.18087499999999998 0.04105000000000001 -0.067254999999999995 -0.012564999999999998 -0.074934999999999988 0.096510000000000012
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=1 2 3 5 -4 -1 8 19 12 -6 -9 18 -3 -13 -14 16 -16 23 -10 -2 21 -20 -22 -15 -19
right_child=7 6 4 -5 9 -7 -8 10 11 -11 -12 13 14 17 15 -17 -18 24 20 -21 22 -23 -24 -25 -26
leaf_value=0.0030334574887496504 0.0028654874073350996 0.0066492652041490871 0.0057171997905023936 0.0021769028068430287 0.004685434637231459 0.0050754874532230711 0.0042948018218577364 0.001542128668467347 0.0048618674574595509 0.0033388719543391448 0.0027891925793341555 0.0043208488215417014 0.0063587885166311994 0.0051077252889922559 0.0047137496552837393 0.0062097523189435996 0.00563717000088821 0.0045802949693245984 0.006175913595887093 0.0036793857221768429 0.0055656508360557421 0.0055349368475220376 0.0047623993368111663 0.0056829197125376528 0.0050563720464125803
leaf_weight=66 60 56 99 71 87 55 85 82 54 53 69 52 53 60 64 63 172 61 52 58 54 584 57 81 116
leaf_count=66 60 56 99 71 87 55 85 82 54 53 69 52 53 60 64 63 172 61 52 58 54 584 57 81 116
internal_value=0 0.00513959 0.00414069 0.00330192 0.00481441 0.00396185 0.0053983 0.00261827 0.00545769 0.00417584 0.00211214 0.00533366 0.00581363 0.00502027 0.00568061 0.00556032 0.00538685 0.00513456 0.00547839 0.00326574 0.00552293 0.00558738 0.00515339 0.00543833 0.00489244
internal_weight=0 2095 431 192 239 121 1664 269 1579 140 151 1171 408 370 352 299 236 318 801 118 747 636 111 141 177
internal_count=2364 2095 431 192 239 121 1664 269 1579 140 151 1171 408 370 352 299 236 318 801 118 747 636 111 141 177
is_linear=0
shrinkage=0.00226508


Tree=1016
num_leaves=26
num_cat=0
split_feature=12 2 2 2 2 159 12 133 16 16 2 11 124 2 42 16 155 42 42 16 2 159 157 3 130
split_gain=498.511 157.269 133.292 96.3044 38.7469 31.0135 29.0373 19.976 16.6739 15.8483 13.3715 38.6169 9.04325 6.96249 6.98068 6.93655 8.63237 6.84595 6.5923 6.15714 5.99104 3.28913 3.22452 1.13694 0.896235
threshold=0.077755000000000005 0.13538500000000001 0.10656 0.064660000000000009 0.14721500000000001 0.081925000000000012 0.092495000000000008 0.086805000000000007 -0.029084999999999996 -0.23071499999999998 0.10188000000000001 1.0000000180025095e-35 -0.065909999999999982 0.089045000000000013 0.082115000000000007 -1.0000000180025095e-35 0.083165000000000003 0.10947000000000003 0.093985000000000013 -0.019749999999999993 0.090715000000000004 0.030370000000000005 -0.077944999999999987 -0.082304999999999975 0.092560000000000017
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=2 6 3 7 12 8 10 -1 -5 -8 11 13 -4 21 -15 17 18 20 -17 -14 -11 22 -2 -16 -22
right_child=1 -3 4 5 -6 -7 9 -9 -10 15 -12 -13 19 14 23 16 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0046639260206754705 0.0081766367843540896 0.0027209934769155055 0.0027542983378082567 0.0051739963980776474 0.0014632468386960704 0.0083987776594355665 0.0055981536640831763 0.0026476972525325067 0.0068924633765395588 0.0079905065659498231 0.0064337997813807852 0.009755193712616567 0.0044165922341090702 0.0063069565957603697 0.0077097345073780044 0.005880873149112972 0.0073978579559794136 0.0066313886930327018 0.0069142348136082147 0.0033640280235722672 0.0073247849817284763 0.0071592848613168131 0.0076337945161056315 0.0072054048127099092 0.0068829338369322882
leaf_weight=87 87 52 52 72 70 53 60 54 82 97 65 56 97 56 53 93 78 86 77 62 79 86 573 80 57
leaf_count=87 87 52 52 72 70 53 60 54 82 97 65 56 97 56 53 93 78 86 77 62 79 86 573 80 57
internal_value=0 0.00717838 0.00447446 0.00555084 0.00314133 0.00668068 0.00731609 0.00389195 0.0060892 0.00687209 0.00757969 0.00765482 0.00369791 0.00752899 0.00708092 0.00700684 0.00667906 0.00726159 0.00634909 0.00400633 0.00749408 0.00764247 0.00770539 0.00740659 0.0071398
internal_weight=0 1735 629 348 281 207 1683 141 154 627 1056 991 211 935 189 567 248 319 170 159 233 746 660 133 136
internal_count=2364 1735 629 348 281 207 1683 141 154 627 1056 991 211 935 189 567 248 319 170 159 233 746 660 133 136
is_linear=0
shrinkage=0.00260187


Tree=1017
num_leaves=18
num_cat=0
split_feature=2 14 51 16 1 457 49 1 39 133 158 4 13 158 51 16 47
split_gain=12.9662 7.63587 6.1569 10.3595 5.50768 10.7508 5.97132 4.12142 3.61633 4.45962 3.30529 5.52695 7.74547 3.64377 3.29043 2.94199 2.74515
threshold=0.13538500000000001 -0.10708499999999999 0.097530000000000019 -0.15796999999999997 0.089790000000000023 0.079590000000000008 0.082565000000000013 0.091845000000000024 0.089130000000000015 -0.039759999999999997 0.07968500000000002 0.03851000000000001 -0.097984999999999989 0.10777500000000001 0.11178000000000002 -0.10803999999999998 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 10 6 7 -6 9 -9 11 12 -3 -12 16 -13 -14
right_child=2 4 -4 -5 5 -7 -8 8 -10 -11 13 15 14 -15 -16 -17 -18
leaf_value=0.0052374614103402268 0.0020995622631984068 0.0054674044494371805 0.0030575216820186886 -0.0016277674222295033 0.0017049523621700767 0.00052759350623100094 0.00085144037479607056 0.0018623980288591429 0.0018307457498631349 0.0037841422855109659 0.0049825548566303154 0.0027734506085635375 0.0031198141282704926 0.0030532946132397383 0.0017646266816286375 0.00086976794791407896 0.0043134750985869873
leaf_weight=62 68 59 53 52 77 92 54 56 59 329 83 68 969 73 66 61 83
leaf_count=62 68 59 53 52 77 92 54 56 59 329 83 68 969 73 66 61 83
internal_value=0 0.00306116 0.00127269 0.000483827 0.00299775 0.00252387 0.00284316 0.00304947 0.00328249 0.00350479 0.0032139 0.00311037 0.00324585 0.00408019 0.00312855 0.00187378 0.00321405
internal_weight=0 2191 173 120 2129 667 575 521 444 385 1462 1306 1177 156 1118 129 1052
internal_count=2364 2191 173 120 2129 667 575 521 444 385 1462 1306 1177 156 1118 129 1052
is_linear=0
shrinkage=0.00628679


Tree=1018
num_leaves=21
num_cat=0
split_feature=4 12 13 43 12 4 12 39 13 43 12 4 41 43 157 50 457 4 52 401
split_gain=488.473 165.072 64.3064 75.6425 47.097 42.6359 21.2585 20.3231 19.792 16.7147 15.5828 12.978 11.8608 8.44372 7.07616 5.33152 5.11436 4.1108 3.72873 2.09086
threshold=0.30163500000000004 0.077755000000000005 -0.28558999999999996 -0.031974999999999996 0.11769500000000001 -0.030434999999999993 -1.0000000180025095e-35 0.096625000000000016 -0.089899999999999994 -0.090214999999999976 0.091475000000000015 0.053255000000000004 1.0000000180025095e-35 -0.0068249999999999986 -0.059399999999999988 0.089465000000000017 0.064110000000000014 0.054560000000000004 0.099400000000000016 0.089045000000000013
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 2 -1 9 10 -5 -7 8 -2 -4 12 14 16 -10 -12 18 17 19 -16 -3
right_child=7 4 3 5 -6 6 -8 -9 13 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0016972374430539287 0.0012212841435493909 0.0061751815271457525 0.0042638322370480092 0.0067142656290884537 0.0041247011803091692 0.0057244466004114161 0.0038205194706193448 0.00056938544228011482 0.0021126929971454268 0.002537243332373487 0.005102400400567907 0.0048851937992981827 0.0073260946345369352 0.0033896662602568052 0.0060012423966146287 0.0064558637743046404 0.0054112585846942812 0.0055989951850683103 0.0054748036752760151 0.0065943148467336576
leaf_weight=54 69 700 53 92 86 59 88 53 54 93 68 102 52 74 228 100 58 71 128 82
leaf_count=54 69 700 53 92 86 59 88 53 54 93 68 102 52 74 228 100 58 71 128 82
internal_value=0 0.0055421 0.00420362 0.0045551 0.00589289 0.00540466 0.00458486 0.00191778 0.00228041 0.0031642 0.00598857 0.0056869 0.00618464 0.00285115 0.00584291 0.00595328 0.00611945 0.00616758 0.00581203 0.00621917
internal_weight=0 2114 439 385 1675 239 147 250 197 146 1589 626 963 128 524 456 911 853 356 782
internal_count=2364 2114 439 385 1675 239 147 250 197 146 1589 626 963 128 524 456 911 853 356 782
is_linear=0
shrinkage=0.0024518


Tree=1019
num_leaves=21
num_cat=0
split_feature=1 2 12 12 1 13 12 12 124 13 402 402 11 2 42 402 159 1 42 12
split_gain=346.011 52.0454 37.4532 31.5629 19.1637 20.0662 13.6124 10.0342 9.89265 9.17395 5.71892 7.74161 10.4626 6.87643 6.16957 4.90661 4.27033 3.71434 3.66409 1.0598
threshold=0.109225 0.14234000000000005 0.085090000000000013 0.054520000000000006 0.093575000000000019 -1.0000000180025095e-35 0.11721500000000001 -1.0000000180025095e-35 -0.043384999999999993 -1.0000000180025095e-35 0.089785000000000018 0.081585000000000019 0.077415000000000012 0.090000000000000011 0.082115000000000007 0.10323000000000002 0.0096550000000000021 0.085720000000000005 0.088865000000000013 0.089255000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 7 -6 10 -1 -2 -10 11 12 13 16 -15 -12 -5 -9 -4 -17
right_child=1 -3 18 6 5 -7 -8 17 9 -11 15 -13 -14 14 -16 19 -18 -19 -20 -21
leaf_value=0.0046833729182219402 0.0015415354636860866 0.00095164217967113468 0.004000667990659742 0.0045373482115191746 0.0022909003979621413 0.0038267591345614036 0.0034640247593226352 0.0040742375237462049 0.0018950168594217575 0.0029876891879687833 0.0053069211526706487 0.0036060601108266243 0.0050512250796797492 0.0038472758426516896 0.0043517893572913077 0.0047541328530368993 0.0040764331992660108 0.0033268601566141687 0.0032437415884736692 0.0043822743313924458
leaf_weight=80 78 103 52 672 65 80 64 62 62 68 52 52 101 169 262 65 98 52 57 70
leaf_count=80 78 103 52 672 65 80 64 62 62 68 52 52 101 169 262 65 98 52 57 70
internal_value=0 0.00221893 0.00263063 0.00427248 0.00370326 0.00313842 0.00439269 0.00412533 0.00211989 0.00246674 0.00443125 0.0043846 0.00441567 0.00436221 0.00415401 0.00476889 0.00447871 0.00373352 0.00360505 0.00456148
internal_weight=0 420 317 1944 339 145 1605 194 208 130 1541 1354 1302 1201 431 187 770 114 109 135
internal_count=2364 420 317 1944 339 145 1605 194 208 130 1541 1354 1302 1201 431 187 770 114 109 135
is_linear=0
shrinkage=0.00205156


Tree=1020
num_leaves=21
num_cat=0
split_feature=1 52 3 12 15 1 3 12 1 11 3 4 4 4 12 12 1 4 3 4
split_gain=420.727 94.1599 44.7312 34.2264 27.8233 20.2932 19.9067 16.3632 13.5512 11.5565 13.6517 10.3593 9.61812 11.8797 7.04823 4.17476 3.26037 3.04908 4.17271 0.997681
threshold=0.10491000000000002 -0.40809499999999993 -0.06340999999999998 -0.029844999999999997 -0.043644999999999996 0.084795000000000023 0.094285000000000008 0.091625000000000012 0.11414000000000001 1.0000000180025095e-35 -0.10583499999999998 0.30163500000000004 -0.1075 0.03851000000000001 -0.081314999999999985 0.077755000000000005 0.088340000000000016 -0.082084999999999977 -0.085784999999999986 0.094510000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 5 8 -1 7 9 -4 10 -5 -3 -9 17 -10 -12 -17 -14 -19 -15
right_child=1 2 4 6 -6 -7 -8 12 14 -11 15 -13 13 19 -16 16 -18 18 -20 -21
leaf_value=0.0046000887662054337 0.0052296802473870826 0.0040251499236025222 0.0029681123844499 0.0039604504531628717 0.00064172494499223625 0.0026634940188595521 0.0038499856033435906 0.0038064442466415522 0.0023044747231349143 0.0060206450434292704 0.0055991644865031505 0.0027010859900938287 0.0054022599542031362 0.0042997718030565952 0.0014230640676083967 0.005124168462169329 0.0046926302570364595 0.0042678950524633339 0.0049379284306732534 0.0038604104261128862
leaf_weight=52 57 60 71 53 80 55 85 59 82 66 83 57 56 54 99 763 99 54 327 52
leaf_count=52 57 60 71 53 80 55 85 59 82 66 83 57 56 54 99 763 99 54 327 52
internal_value=0 0.00254077 0.00219936 0.00482496 0.00178312 0.00360486 0.0048995 0.00495303 0.00214537 0.0051188 0.00505913 0.0033803 0.00466001 0.00475271 0.00182251 0.00512073 0.00507463 0.00491474 0.00484303 0.00408446
internal_weight=0 506 449 1858 332 107 1751 1666 252 1064 998 117 602 543 181 945 862 437 381 106
internal_count=2364 506 449 1858 332 107 1751 1666 252 1064 998 117 602 543 181 945 862 437 381 106
is_linear=0
shrinkage=0.00222067


Tree=1021
num_leaves=21
num_cat=0
split_feature=1 3 2 2 16 2 2 3 1 16 16 13 15 50 16 16 1429 475 2 3
split_gain=574.677 107.829 48.1403 37.684 32.2164 30.1946 26.8377 17.1864 15.8013 13.0978 21.4562 12.6704 11.3423 9.1194 9.40134 7.24599 6.29717 6.13453 6.50646 5.54799
threshold=0.10491000000000002 -0.06340999999999998 0.14062000000000005 0.10124000000000001 0.062365000000000011 -1.0000000180025095e-35 0.10859000000000001 0.094285000000000008 0.090485000000000024 0.25761500000000009 -0.015159999999999998 -0.13033499999999998 0.0056700000000000006 0.089685000000000015 -0.037154999999999994 -0.06421499999999998 0.084770000000000012 -0.085719999999999977 0.08647500000000001 -0.079594999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 7 -2 -3 -7 8 11 10 12 -1 -5 14 -10 -8 17 -13 -19 -11
right_child=1 2 -4 9 -6 6 15 -9 13 19 -12 16 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0077919596839294888 0.003903817155290935 0.001759142280272841 0.0009927842158354717 0.0050924027500759399 0.0060609020067000346 0.0051147238981066739 0.0035363148282691859 0.0050551966704778795 0.0047149363075684172 0.006643147359587858 0.0038925292339984214 0.0074022172896080042 0.0063901692633951549 0.0065206125551038017 0.0060095967675542735 0.002338790336361393 0.0058761846856871559 0.0067696099207300749 0.0063765950463505489 0.0056353988585554878
leaf_weight=52 87 73 90 97 80 52 70 52 54 70 57 55 70 91 91 54 78 474 554 63
leaf_count=52 87 73 90 97 80 52 70 52 54 70 57 55 70 91 91 54 78 474 554 63
internal_value=0 0.00332457 0.00253002 0.00627198 0.00493731 0.00308554 0.00363554 0.00644238 0.00649214 0.00555547 0.00519286 0.00660526 0.00563653 0.00591063 0.00552763 0.00301502 0.00655209 0.00660074 0.00655784 0.00616599
internal_weight=0 506 339 1858 167 249 176 1501 1449 357 224 1213 167 236 145 124 1161 1083 1028 133
internal_count=2364 506 339 1858 167 249 176 1501 1449 357 224 1213 167 236 145 124 1161 1083 1028 133
is_linear=0
shrinkage=0.0024518


Tree=1022
num_leaves=15
num_cat=0
split_feature=1 12 2 1 50 2 43 4 51 52 4 133 4 2
split_gain=24.4662 8.76268 5.57491 5.95793 6.00904 5.25883 5.19435 4.83632 4.53406 4.07797 3.82631 3.74902 2.28532 1.45195
threshold=0.11392000000000001 -0.09947499999999998 -0.023999999999999997 0.10538500000000002 -0.14320999999999998 0.11517500000000001 -0.50504499999999986 0.50230500000000011 -0.094344999999999984 -0.41304999999999997 -0.44205499999999992 -0.010614999999999998 0.07252500000000002 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 12 -6 -7 9 -8 -10 -12 -3 -5
right_child=1 5 3 13 6 7 8 -9 10 -11 11 -13 -14 -15
leaf_value=0.0057498623456637169 0.004159117774252089 0.0030781939862574402 0.0060037223403989187 0.0029423016411415357 0.0013752558752311004 -0.00090535157444404061 0.0037900047180003103 0.0017106064694750497 0.0055051967432050873 0.001488894400975547 0.0041961782769687431 0.0034432132617938814 0.0011732313779483216 0.001565222258141509
leaf_weight=59 53 60 53 72 52 91 69 58 61 88 498 1000 67 83
leaf_count=59 53 60 53 72 52 91 69 58 61 88 498 1000 67 83
internal_value=0 0.00152192 0.00360327 0.00353914 0.00365262 0.00101522 0.0035821 0.000112434 0.00364893 0.00250069 0.00376451 0.00369358 0.00207381 0.00220539
internal_weight=0 329 2035 1976 1821 276 1768 149 1716 157 1559 1498 127 155
internal_count=2364 329 2035 1976 1821 276 1768 149 1716 157 1559 1498 127 155
is_linear=0
shrinkage=0.00707995


Tree=1023
num_leaves=18
num_cat=0
split_feature=1 52 1 12 12 12 1 15 16 3 13 3 47 13 12 15 12
split_gain=511.797 103.642 43.7113 39.464 32.9109 19.7728 18.7662 18.5076 17.0733 17.0068 17.9728 16.2708 10.6903 9.79071 8.28859 6.66724 5.44214
threshold=0.10491000000000002 -0.40809499999999993 0.11846000000000002 0.088745000000000004 -0.029844999999999997 0.11769500000000001 0.090475000000000014 -0.043644999999999996 -0.0096099999999999988 0.091170000000000015 -0.13710499999999998 -0.11756999999999999 0.085505000000000012 0.094590000000000021 0.077755000000000005 -0.42759999999999992 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 6 9 -1 12 -3 10 -6 13 15 -12 -13 -4 -16
right_child=1 2 7 -5 5 -7 -8 -9 -10 -11 11 14 -14 -15 16 -17 -18
leaf_value=0.004757327706933513 0.0053745635188332495 0.0027834988523403781 0.001850737169269825 0.0043877209113053301 0.006538176406152456 0.0038317475160861646 0.0028196142262314843 0.00019067712509888445 0.0011395158729720434 0.0042156717904417301 0.0037214721909714565 0.0060136285199092476 0.00262852792556188 0.0050002285556207861 0.0053280757560543171 0.0008194864276616766 0.0050157825145584842
leaf_weight=55 57 93 76 62 55 60 52 53 53 92 60 75 52 69 885 60 455
leaf_count=55 57 93 76 62 55 60 52 53 53 92 60 75 52 69 885 60 455
internal_value=0 0.0024396 0.00206695 0.00284302 0.00506065 0.00513671 0.00381587 0.00139705 0.00218688 0.00518299 0.00523864 0.00519233 0.00173701 0.00440565 0.00526403 0.00139596 0.00522205
internal_weight=0 506 449 208 1858 1751 107 241 146 1691 1599 1544 188 129 1415 136 1340
internal_count=2364 506 449 208 1858 1751 107 241 146 1691 1599 1544 188 129 1415 136 1340
is_linear=0
shrinkage=0.00231039


Tree=1024
num_leaves=23
num_cat=0
split_feature=1 16 124 50 15 1 2 49 0 0 4 16 0 50 16 1 15 16 4 130 1212 39
split_gain=348.643 48.7002 31.8568 28.6391 20.2491 18.6323 15.145 12.5955 8.32092 10.2966 6.75553 6.19261 5.26476 5.85163 4.89752 4.8092 3.54078 3.45881 2.68486 1.92806 1.8507 1.24447
threshold=0.10491000000000002 0.26391000000000003 -0.076164999999999983 0.11219500000000002 -0.015464999999999998 0.11400500000000001 0.089540000000000022 -0.047749999999999994 -0.15385999999999997 -0.10417499999999999 0.053255000000000004 -0.27523999999999998 0.12500000000000003 0.079410000000000008 0.037060000000000003 0.081540000000000015 -0.075694999999999985 -0.15796999999999997 -0.085574999999999984 0.0016050000000000003 0.092360000000000012 0.088025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 8 -8 -4 -10 12 21 13 16 18 -16 -9 -12 19 -11 -20 -7
right_child=1 -3 6 -5 -6 11 7 10 9 14 17 -13 -14 -15 15 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0036692843316522912 0.003405354867058342 0.004470696031548177 0.0062457380483191887 0.0041030138714960983 0.0012279361389789362 0.002044091713615926 0.0040290265564441189 0.0055827790196874482 0.0042940043638489932 0.0059357725855587185 0.0050440969481819796 0.0027420771099550957 0.004439125601465292 0.0057683926875818237 0.0043814734203182736 0.0053948479679171027 0.0049964214528909496 0.0042878877737803087 0.0054098991532313088 0.0053615772751241641 0.0049448877906836551 0.0015500352268422565
leaf_weight=81 103 91 57 58 75 64 78 71 52 93 55 63 52 92 52 53 315 89 613 52 53 52
leaf_count=81 103 91 57 58 75 64 78 71 52 93 55 63 52 92 52 53 315 89 613 52 53 52
internal_value=0 0.00290905 0.00511567 0.00256656 0.00231687 0.00260639 0.00518158 0.00492718 0.00536821 0.00531651 0.00503108 0.00214651 0.00515444 0.0052322 0.00537453 0.00489323 0.00510434 0.00457689 0.00543681 0.00573003 0.00537293 0.00182284
internal_weight=0 506 1858 415 357 282 1777 752 1025 968 674 179 530 478 916 105 386 144 811 145 666 116
internal_count=2364 506 1858 415 357 282 1777 752 1025 968 674 179 530 478 916 105 386 144 811 145 666 116
is_linear=0
shrinkage=0.00235659


Tree=1025
num_leaves=31
num_cat=0
split_feature=1 52 52 4 2 2 3 1 0 3 2 12 42 159 12 4 4 4 3 0 131 1 159 42 52 13 42 13 2 133
split_gain=410.29 94.4923 56.6023 32.6806 29.5088 28.4301 27.631 22.1735 20.2274 17.643 13.6286 9.64421 8.42953 9.11509 7.71577 6.00071 5.21465 3.76879 4.02696 3.75817 3.2698 5.09167 3.25216 2.98134 2.51492 2.22657 2.44954 1.86159 1.61033 1.28751
threshold=0.10141500000000002 -0.41304999999999997 0.19121000000000002 0.41181500000000004 0.10161500000000002 0.091250000000000012 -0.020014999999999995 0.088595000000000021 0.043875000000000004 0.045635000000000002 0.12708000000000003 0.087765000000000024 0.08648500000000002 -0.016814999999999997 0.093270000000000006 -0.0041799999999999988 0.50973500000000016 -0.0072499999999999995 -0.073444999999999983 -0.087344999999999992 0.092620000000000022 0.088985000000000022 0.04105000000000001 1.0000000180025095e-35 0.0043000000000000009 -0.08533499999999998 0.090275000000000008 0.016935000000000002 0.094720000000000013 0.089725000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 6 12 -3 8 11 -6 16 -7 13 -1 15 19 -5 27 29 -14 21 22 24 -24 -15 -21 -27 28 -13 -19
right_child=1 2 -4 10 9 7 -8 -9 -10 -11 -12 17 14 20 -16 -17 -18 18 -20 25 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0078376452792106362 0.0068876754993600284 0.0065219893558585169 0.0063372060838958171 0.002932461719446105 0.0027500672832584182 0.0073453173475745434 0.0040043169782906342 0.0049586333496095016 0.0050036227134224731 0.0044452324216317039 0.0022578277085664455 0.0064525907793815283 0.0074706730344498524 0.0073111724237182041 0.0058771320902127151 0.0060242421276476762 0.0039580799668063864 0.0067081354846732812 0.0056509881960518649 0.0071115151784566562 0.0074037936138961393 0.006317809453170611 0.0070246013005062502 0.0062204005479648845 0.0069097740934592139 0.0062084287177088327 0.0068808079475250125 0.0062494256013569012 0.0069634741730166087 0.0061709688672587151
leaf_weight=83 76 53 54 53 76 84 52 70 54 72 91 61 61 186 69 53 69 55 62 77 93 78 57 56 199 60 75 56 104 57
leaf_count=83 76 53 54 53 76 84 52 70 54 72 91 61 61 186 69 53 69 55 62 77 93 78 57 56 199 60 75 56 104 57
internal_value=0 0.0043336 0.00396026 0.00368476 0.00428075 0.00668908 0.00527539 0.00625762 0.00642817 0.00357492 0.00297673 0.00658872 0.00691588 0.00706874 0.00662482 0.00678299 0.00351274 0.00642775 0.00615578 0.00693019 0.0069733 0.00690375 0.00699547 0.00662629 0.00710376 0.00677455 0.00658217 0.00664176 0.00677476 0.00643499
internal_weight=0 596 520 466 253 1750 105 603 533 148 213 479 1147 752 395 326 122 395 174 273 669 576 498 113 385 212 135 221 165 112
internal_count=2346 596 520 466 253 1750 105 603 533 148 213 479 1147 752 395 326 122 395 174 273 669 576 498 113 385 212 135 221 165 112
is_linear=0
shrinkage=0.0024518


Tree=1026
num_leaves=19
num_cat=0
split_feature=15 0 3 15 50 133 3 0 475 0 42 1374 43 3 0 0 43 133
split_gain=20.8143 7.22267 7.0292 6.99386 4.66119 6.20697 3.91592 5.2482 5.9675 3.815 3.67592 3.32742 3.30503 2.81001 2.50822 1.36841 1.58996 0.50027
threshold=-0.24042999999999998 -0.10946999999999998 0.17646500000000004 -0.4680149999999999 0.07826000000000001 0.087005000000000013 0.11191000000000002 -0.023359999999999995 -1.0000000180025095e-35 -0.072674999999999976 0.11688500000000002 0.079875000000000015 -0.079199999999999979 -0.13795999999999997 -0.077334999999999987 -0.090789999999999996 -0.015214999999999998 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -3 6 14 7 10 -9 17 11 12 -2 -10 15 -6 -17 -7
right_child=2 3 -4 -5 5 9 -8 8 13 -11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.0029222530510971119 0.0030533470556895087 0.0018375709152135512 0.001183584815550558 -0.0011185939972355736 0.0052135185400589935 0.0033320964233049429 0.0015155338273870045 0.0039589787327451199 0.0024483629133080572 0.0016592202133326251 0.0020586791368746209 0.0051577243162543541 0.0037338394237240559 0.00040113949102330362 0.0058539922029407863 0.0046229957059009874 0.0031799639379160097 0.0042505413009229324
leaf_weight=69 485 67 61 70 54 52 52 59 56 55 75 53 832 59 62 73 60 52
leaf_count=69 485 67 61 70 54 52 52 59 56 55 75 53 832 59 62 73 60 52
internal_value=0 0.00119636 0.00337379 0.000326612 0.00343802 0.00406551 0.00328476 0.00334155 0.00226721 0.00305468 0.00347086 0.00354812 0.00348329 0.00139866 0.0047107 0.00433126 0.00397253 0.00379199
internal_weight=0 206 2140 137 2079 408 1671 1619 174 159 1445 1370 1317 115 249 187 133 104
internal_count=2346 206 2140 137 2079 408 1671 1619 174 159 1445 1370 1317 115 249 187 133 104
is_linear=0
shrinkage=0.00654078


Tree=1027
num_leaves=23
num_cat=0
split_feature=1 52 52 150 1 1 48 457 52 155 160 402 52 52 130 160 1 1212 1 131 403 52
split_gain=22.6708 7.99269 9.10901 4.52458 5.83937 6.16886 5.82735 4.18085 4.34235 3.14088 2.96798 2.65099 2.8127 4.40204 3.62332 3.35313 2.0309 1.83416 1.54276 1.39408 1.08382 0.669064
threshold=0.096300000000000011 -0.41304999999999997 0.12431000000000002 0.10325000000000002 0.13075500000000004 0.11181500000000001 0.085510000000000017 0.085230000000000014 0.49868000000000007 0.089630000000000015 -0.072114999999999985 -1.0000000180025095e-35 -0.092059999999999989 -0.081164999999999987 -0.072444999999999982 0.079055000000000014 0.11646000000000002 -0.022679999999999995 0.13976500000000003 0.092620000000000022 -0.092224999999999988 -0.42890999999999996
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=7 -2 3 4 5 6 -3 8 9 11 -4 17 15 -14 -15 21 -7 -1 -6 20 -19 -13
right_child=1 2 10 -5 18 16 -8 -9 -10 -11 -12 12 13 14 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0049529079232949001 0.0037231366565772628 -0.00086628570406049714 0.0041071964127066679 0.0026085281004122698 -0.0013143472935104291 0.0034905222860860657 0.0018968786044798269 0.0047528634836507613 0.0048799925844814187 0.0014386106222139554 0.001900701402669927 0.0036746818138450126 0.0010587763572453811 0.0046845590353370714 0.0028608634604885145 0.004844791783373297 0.0016626290874752524 0.00357555987472663 0.00021194088442100904 0.0042483448193504393 0.0022869497357435051 0.0026717284646689474
leaf_weight=52 85 83 68 72 60 53 66 84 68 54 52 53 62 56 872 81 66 79 68 75 53 84
leaf_count=52 85 83 68 72 60 53 66 84 68 54 52 53 62 56 872 81 66 79 68 75 53 84
internal_value=0 0.00173306 0.00144526 0.00100756 0.000716285 0.00129887 0.000357169 0.00324194 0.00316203 0.00308517 0.00315167 0.00314573 0.0030088 0.00285131 0.00297099 0.00372367 0.00247736 0.00378408 -0.000502928 0.0034901 0.00305872 0.00306027
internal_weight=0 673 588 468 396 268 149 1673 1589 1521 120 1467 1208 990 928 218 119 259 128 207 132 137
internal_count=2346 673 588 468 396 268 149 1673 1589 1521 120 1467 1208 990 928 218 119 259 128 207 132 137
is_linear=0
shrinkage=0.00694113


Tree=1028
num_leaves=17
num_cat=0
split_feature=12 16 0 123 12 51 12 51 124 0 151 0 0 0 16 16
split_gain=9.83918 8.57698 8.41154 7.50125 7.39598 4.20213 6.94451 5.49802 3.79018 3.60936 3.36945 4.08332 3.05413 3.09861 2.32221 3.87928
threshold=-0.011819999999999999 -0.49181999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.10711000000000002 0.10501000000000001 0.087145000000000014 0.07955000000000001 -0.080494999999999983 -0.096139999999999989 -0.15243999999999999 -0.22022999999999995 -0.14454499999999995 0.12436000000000001 -0.097069999999999976 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 10 -5 -9 -2 -12 -13 -14 -6 -16
right_child=4 2 -4 8 14 6 -8 9 -10 -11 11 12 13 -15 15 -17
leaf_value=0.0033913591002896 0.0043419527594981411 0.0031073660113558094 -0.0019017961926863667 -0.00071919554697040815 -2.4470790326793128e-06 0.0059443268895540786 0.0025557543014120506 -0.00017871515582926767 0.0017206077497060304 0.0022140050625091457 0.00075508922320262069 0.004363172398000467 0.0026055025127336459 0.0043078425620322091 0.0027859988900965859 0.00050883329428973547
leaf_weight=73 63 73 52 78 52 52 73 54 54 76 54 56 1329 56 81 70
leaf_count=73 63 73 52 78 52 52 73 54 54 76 54 56 1329 56 81 70
internal_value=0 0.00124948 0.000640795 0.00128611 0.00256874 0.00271227 0.00396601 0.00261939 0.000278333 0.00121952 0.00273614 0.00266842 0.00274007 0.00267439 0.00128649 0.00173086
internal_weight=0 330 257 205 2016 1813 125 1688 132 130 1558 1495 1441 1385 203 151
internal_count=2346 330 257 205 2016 1813 125 1688 132 130 1558 1495 1441 1385 203 151
is_linear=0
shrinkage=0.00707995


Tree=1029
num_leaves=19
num_cat=0
split_feature=3 48 2 133 13 42 2 151 13 50 51 2 3 40 16 16 157 2
split_gain=12.9044 7.83226 9.54289 6.46756 8.55826 12.7366 5.24062 3.7157 3.07064 2.76119 4.33394 4.29587 3.77461 3.59489 2.75493 2.4513 1.90599 1.92087
threshold=0.31370500000000007 -0.087924999999999989 0.10527500000000002 -0.0081099999999999974 -0.088854999999999976 0.10273000000000002 0.12330500000000001 -0.14468999999999996 0.0015850000000000003 0.083090000000000011 0.07955000000000001 0.094835000000000017 -0.090374999999999983 -0.080684999999999993 0.0063750000000000013 -0.088049999999999976 -0.00052499999999999986 0.074875000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 6 8 -3 -6 10 11 13 -11 -9 -13 -12 -14 -18
right_child=-2 2 3 4 5 -7 -8 9 -10 12 15 14 16 -15 -16 -17 17 -19
leaf_value=0.0043850643265202658 -0.00073337771459225821 0.0035763093001348425 -0.00066716842974618557 -0.00098652977494695327 0.0026188856475870756 -0.00049072430661013626 0.0038984161423193009 0.0038206694278933796 0.00089939095229822261 0.0041653367716885789 -0.0003592540308063755 0.00039425767679459055 0.0014019709385740876 0.0020837326563114132 0.002006431907903475 0.0015035281570467377 0.0022212002125524405 0.0036209802202335629
leaf_weight=54 81 69 79 56 102 81 78 54 79 52 52 105 82 944 80 72 170 56
leaf_count=54 81 69 79 56 102 81 78 54 79 52 52 105 82 944 80 72 170 56
internal_value=0 0.00192297 0.0018628 0.00104102 0.00138197 0.00177228 0.00248029 0.00208762 0.00186877 0.00202596 0.00188604 0.00200801 0.00253374 0.00217779 0.00109179 0.000721798 0.00225805 0.00256836
internal_weight=0 2265 2211 475 396 340 259 1736 181 1667 1307 1183 360 998 185 124 308 226
internal_count=2346 2265 2211 475 396 340 259 1736 181 1667 1307 1183 360 998 185 124 308 226
is_linear=0
shrinkage=0.00654078


Tree=1030
num_leaves=21
num_cat=0
split_feature=0 14 15 0 16 0 52 3 0 4 3 2 3 0 4 133 2 2 3 2
split_gain=7.10108 13.602 12.0394 6.10122 15.1875 10.0684 4.74348 7.65871 6.14741 7.9123 4.31982 3.81862 4.96014 2.87788 4.60791 2.62739 2.5473 1.03341 1.6023 1.32395
threshold=-0.13010499999999997 1.0000000180025095e-35 -0.036064999999999993 0.036480000000000005 0.022165000000000004 -0.016419999999999997 0.090645000000000017 -0.055389999999999988 -0.10891999999999999 0.26450500000000005 -0.15680499999999997 0.084045000000000022 -0.10122999999999999 -0.14733499999999997 0.22738500000000003 0.037060000000000003 0.10097500000000002 0.090545000000000014 -0.082904999999999993 0.093890000000000015
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 2 13 5 -5 6 8 16 -2 11 -6 15 -13 14 -1 -10 17 18 -8 -19
right_child=3 -3 -4 4 10 -7 7 -9 9 -11 -12 12 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0022698670099153256 0.0038900258096457303 0.0030576629106902021 -0.002743446557879716 -0.0023309422505325863 0.0029023548840235577 0.0039519086127104263 0.0021719007599121857 -0.0013136020530146125 0.0026388783815970195 -0.00032583215774931173 0.00062925337621281229 -0.00029616484094966322 0.001683019076952295 -0.00064400935613085698 4.7306213855261967e-05 0.001546532753468513 0.0024259209010775288 -0.00017991404230765029 0.00093069164439031691 0.0012340353594669229
leaf_weight=70 54 71 56 56 61 77 64 52 291 76 79 56 731 56 85 132 69 52 130 57
leaf_count=70 54 71 56 56 61 77 64 52 291 76 79 56 731 56 85 132 69 52 130 57
internal_value=0 0.000563042 -0.000100065 0.001567 0.000490928 0.00168152 0.00158238 0.000990863 0.0017695 0.0016804 0.00162017 0.00180647 0.0015421 0.000601172 0.00105149 0.00229817 0.00131318 0.00105955 0.00134052 0.000558863
internal_weight=0 338 267 2037 196 1841 1764 424 1340 1286 140 1210 787 211 155 423 372 303 194 109
internal_count=2375 338 267 2037 196 1841 1764 424 1340 1286 140 1210 787 211 155 423 372 303 194 109
is_linear=0
shrinkage=0.00641253


Tree=1031
num_leaves=22
num_cat=0
split_feature=4 2 123 4 2 0 14 0 0 15 0 0 0 160 15 43 4 475 402 2 2
split_gain=400.182 131.344 72.6421 36.5835 40.4006 22.3113 20.6988 21.0801 12.7502 12.2051 23.5447 14.4321 9.08329 9.48644 7.48039 7.28124 5.8872 5.66131 4.39803 3.07573 1.38242
threshold=0.30163500000000004 0.14823500000000003 0.081180000000000016 -0.060264999999999992 0.10272000000000002 -0.13010499999999997 -0.42495999999999995 -0.17106499999999999 -0.071844999999999978 -0.14820999999999998 -0.11208499999999998 -0.069074999999999984 -0.085719999999999977 -0.081069999999999989 -0.41880499999999993 -0.073574999999999988 -0.088499999999999981 -0.034084999999999997 0.08865000000000002 0.084825000000000025 0.083855000000000013
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 2 3 12 9 -6 -2 -8 -4 -5 -11 -12 16 -14 -9 -7 -1 -15 -19 20 -18
right_child=6 -3 8 4 5 15 7 14 -10 10 11 -13 13 17 -16 -17 19 18 -20 -21 -22
leaf_value=0.0060802296482063084 0.0025865127667261483 0.0009627108967716194 0.0034931996598536711 0.0056696515382442924 0.0022147456873329962 0.0044215604856521172 0.0020390489679463931 0.00090794743373346059 0.0019497997574437472 0.0034396967277112323 0.0048433472106901897 0.0036775786266063765 0.0041187072845278441 0.0057422349026321597 -0.00025206011032882959 0.0034631447746470969 0.0051648311637049193 0.0048431855416842511 0.0054084110325575384 0.0047548051619270369 0.0057055880258606298
leaf_weight=61 58 57 68 60 55 87 68 72 53 91 570 66 76 53 54 90 52 481 92 54 57
leaf_count=61 58 57 68 60 55 87 68 72 53 91 570 66 76 53 54 90 52 481 92 54 57
internal_value=0 0.00449219 0.00458955 0.00469979 0.0043915 0.00352681 0.00135103 0.000981527 0.00281737 0.00464637 0.00456189 0.00472241 0.00503901 0.00490681 0.000410602 0.00393437 0.00545321 0.00500245 0.00493398 0.0052184 0.00544784
internal_weight=0 2123 2066 1945 1019 232 252 194 121 787 727 636 926 702 126 177 224 626 573 163 109
internal_count=2375 2123 2066 1945 1019 232 252 194 121 787 727 636 926 702 126 177 224 626 573 163 109
is_linear=0
shrinkage=0.00235659


Tree=1032
num_leaves=22
num_cat=0
split_feature=4 3 12 14 3 151 49 48 402 401 4 16 4 4 4 16 16 4 16 402 12
split_gain=6.29935 7.28459 10.4326 7.12114 7.68247 7.57227 6.79027 6.49263 3.90294 4.99435 3.88815 3.64066 3.94575 3.74807 3.36391 3.73101 3.6492 3.11887 3.02841 2.62519 0.900723
threshold=-0.03463999999999999 0.092330000000000009 -1.0000000180025095e-35 -0.23960999999999996 -0.097224999999999992 -0.039414999999999999 -0.0036199999999999995 0.037750000000000006 0.08865000000000002 0.082755000000000009 0.30163500000000004 -0.4957399999999999 0.005935000000000001 -0.0062699999999999987 -0.16772499999999999 0.062910000000000008 0.19022000000000003 -0.08916499999999998 0.081265000000000018 -0.020594999999999999 0.088845000000000021
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=6 3 -3 -2 5 -5 -1 -4 9 14 11 -6 13 -13 16 17 -8 -16 -14 -19 -10
right_child=1 2 7 4 10 -7 8 -9 20 -11 -12 12 18 -15 15 -17 -18 19 -20 -21 -22
leaf_value=0.0035881278897640766 0.0033719672809605894 0.002153162060196803 -0.0024580095790670826 -0.0022135573026021912 0.0030143542003970786 0.00098939024650907545 0.0035498653501470755 0.00033325864388253845 0.002056531510642555 -0.00041700120219618695 -0.00034026647524637089 0.0011829582730464071 0.00020634587845139388 0.002303899044310085 0.0027507655064624242 0.00014220977912125595 0.0015790352363736042 0.0020241355782411349 0.0016781779350152726 0.0010247750565446287 0.0030487080485274006
leaf_weight=73 61 59 69 53 56 71 64 68 83 58 54 294 178 211 74 94 98 158 85 344 70
leaf_count=73 61 59 69 53 56 71 64 68 83 58 54 294 178 211 74 94 98 158 85 344 70
internal_value=0 0.00103477 -0.000100855 0.00124422 0.00111462 -0.000379059 0.00169671 -0.00107206 0.00156426 0.00140144 0.00132565 0.00143491 0.00131965 0.00165145 0.00152829 0.00132756 0.00235806 0.00152088 0.000682293 0.00133945 0.00251092
internal_weight=0 1259 196 1063 1002 124 1116 137 1043 890 878 824 768 505 832 670 162 576 263 502 153
internal_count=2375 1259 196 1063 1002 124 1116 137 1043 890 878 824 768 505 832 670 162 576 263 502 153
is_linear=0
shrinkage=0.00641253


Tree=1033
num_leaves=13
num_cat=0
split_feature=1375 1 14 14 0 4 39 402 0 160 1 1
split_gain=7.55268 7.21674 6.14846 5.14665 7.80547 8.59794 4.68892 3.37871 5.1029 4.73523 3.32062 5.63875
threshold=-0.093609999999999985 0.15067500000000003 -0.23960999999999996 0.019675000000000002 -0.10653 -0.0057949999999999989 0.093225000000000016 0.089785000000000018 -0.087219999999999978 -0.52850499999999989 0.081755000000000008 0.10423500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 9 -9 -6 -7 -12
right_child=1 -3 3 -5 6 10 -8 8 -10 -11 11 -13
leaf_value=-0.0011860342799952801 0.0029667897514104656 -0.001139988781434158 -0.0018429201236543748 0.0027435988274175684 -0.0004207611360528192 0.0020217489877567135 -0.00025358033639071465 0.00041133974359808484 0.0027609451837637385 0.0013095172835950722 -0.0013611059936848864 0.0011316440380649297
leaf_weight=57 81 54 69 82 68 61 80 52 142 1464 57 108
leaf_count=57 81 54 69 82 68 61 80 52 142 1464 57 108
internal_value=0 0.00117613 0.0012314 0.00116698 0.00110542 0.000138072 0.00126339 0.00133374 0.00213151 0.00123267 0.000743191 0.000270097
internal_weight=0 2318 2264 2183 2101 295 1806 1726 194 1532 226 165
internal_count=2375 2318 2264 2183 2101 295 1806 1726 194 1532 226 165
is_linear=0
shrinkage=0.00641253


Tree=1034
num_leaves=16
num_cat=0
split_feature=3 2 12 3 2 2 150 12 3 49 2 49 132 41 160
split_gain=184.748 93.9835 53.8194 28.1128 20.3481 21.711 18.3246 16.0705 15.0724 14.1549 12.5328 9.19637 8.95354 7.74587 6.7777
threshold=0.31400500000000003 0.13106000000000004 -0.070844999999999977 0.11745500000000002 -0.007134999999999999 0.098215000000000011 0.081245000000000026 0.093270000000000006 -0.08841499999999998 -0.07107999999999999 0.15020000000000003 0.10101500000000001 0.088210000000000011 0.076195000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 7 12 -8 -10 -3 14 13 -4 -9
right_child=-2 10 3 -5 5 -7 8 11 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0018282206792421011 0.00049082926240524795 0.002591945633908411 0.0042161393259326141 0.0025464054829151513 0.0042843443794611941 0.0024385717196936901 0.0023893033962272578 0.0037681566648021217 0.0043980054879026271 0.0030433486723757557 0.0013194415256645084 0.0030296689578945902 0.003529169133147833 0.0050333759648135057 0.0045510119127578795
leaf_weight=69 83 88 1036 63 54 63 52 401 72 69 59 69 83 56 58
leaf_count=69 83 88 1036 63 54 63 52 401 72 69 59 69 83 56 58
internal_value=0 0.00373274 0.00384591 0.00395011 0.00274827 0.00329066 0.00399674 0.00406745 0.00337273 0.00373525 0.00208137 0.00375773 0.0042066 0.00425807 0.00386713
internal_weight=0 2292 2145 1959 186 117 1896 1703 193 141 147 528 1175 1092 459
internal_count=2375 2292 2145 1959 186 117 1896 1703 193 141 147 528 1175 1092 459
is_linear=0
shrinkage=0.00213444


Tree=1035
num_leaves=22
num_cat=0
split_feature=1 52 3 4 124 14 0 3 52 4 14 4 133 3 0 3 0 52 52 13 42
split_gain=572.077 138.755 71.0079 44.5907 42.4217 32.6989 28.6447 25.6323 21.2019 15.6346 14.1937 12.5004 12.0689 21.4207 8.55132 6.6605 5.20009 4.25605 4.03152 2.82441 2.18681
threshold=0.10141500000000002 -0.41304999999999997 -0.052614999999999995 0.30163500000000004 -0.082254999999999981 0.062655000000000016 -0.061204999999999989 0.084735000000000019 -0.092264999999999986 0.032965000000000001 -0.23083499999999998 0.27287000000000006 0.082410000000000011 -0.10175499999999998 -0.079249999999999987 0.077930000000000013 -0.12324999999999998 0.28251000000000009 0.0029250000000000005 -0.077849999999999989 0.065960000000000019
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=4 -2 3 -3 -1 6 7 9 -4 14 -10 16 13 -8 17 -13 -12 -6 20 -16 -11
right_child=1 2 8 -5 5 -7 12 -9 10 18 11 15 -14 -15 19 -17 -18 -19 -20 -21 -22
leaf_value=0.0030960945447566076 0.0054380026797315947 0.0045692393829668216 0.00015513110942252413 0.0020116021772773277 0.0056152398915063689 0.006828399071586339 0.0027821215966535922 0.0036652323623266531 0.0028670086225330996 0.0047546168081546731 0.0015247434630686351 0.00034906380049268905 0.0052689064619034515 0.00464529552592191 0.0055941329645826949 0.0014583723670488465 0.0024421214516979605 0.0050580484497383818 0.0051893596633728013 0.0049879165569201188 0.0041062690244066261
leaf_weight=53 78 84 55 69 822 69 52 52 52 62 66 54 59 101 53 68 72 85 63 239 56
leaf_count=53 78 84 55 69 822 69 52 52 52 62 66 54 59 101 53 68 72 85 63 239 56
internal_value=0 0.00250683 0.0020671 0.00341596 0.00517372 0.00523799 0.00517122 0.00529099 0.00150471 0.00535223 0.00174253 0.00151754 0.00436208 0.00401222 0.00544982 0.000967573 0.00200356 0.00556305 0.00470562 0.00509804 0.00444714
internal_weight=0 598 520 153 1766 1713 1644 1432 367 1380 312 260 212 153 1199 122 138 907 181 292 118
internal_count=2364 598 520 153 1766 1713 1644 1432 367 1380 312 260 212 153 1199 122 138 907 181 292 118
is_linear=0
shrinkage=0.00235659


Tree=1036
num_leaves=17
num_cat=0
split_feature=3 13 97 149 2 159 130 3 13 3 3 2 3 49 13 3
split_gain=7.75725 9.92626 9.78645 5.40114 3.17251 5.73572 5.47184 3.98233 5.01452 5.96236 3.91836 3.42243 5.09883 2.84853 2.70667 1.86719
threshold=0.11745500000000002 -0.062109999999999992 -0.0047149999999999996 0.079000000000000015 0.092300000000000007 0.11444000000000001 -1.0000000180025095e-35 -0.0035149999999999995 0.17982000000000001 -0.12077499999999998 0.08734500000000002 0.10699500000000002 -0.010599999999999998 -0.080639999999999976 0.0015850000000000003 0.31840500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 -1 4 7 6 -6 8 9 -4 -9 12 -8 -11 -13 -2
right_child=1 -3 3 -5 5 -7 11 10 -10 13 -12 14 -14 -15 -16 -17
leaf_value=-0.0013067927152947999 0.0019572170384928892 -0.0022184467447449916 -0.0002690756353534675 0.0035304875265678172 -0.0008334706010886231 0.0031022211761899334 0.0010395272518271953 0.0040042299377430583 0.0032870692375546332 0.00011586664592869162 0.0016025258287830654 0.0020536093006157195 -0.0011309037483838221 0.0016421332437796109 0.00078835164405913975 0.00034226292167306282
leaf_weight=52 54 55 78 53 63 56 277 56 64 53 56 207 53 1017 105 65
leaf_count=52 54 55 78 53 63 56 277 56 64 53 56 207 53 1017 105 65
internal_value=0 3.40359e-05 0.00144117 0.00150804 0.00145659 0.00112637 0.000969328 0.00164634 0.00153931 0.00144181 0.00280399 0.00114635 0.000690735 0.0015666 0.00162802 0.00107567
internal_weight=0 174 2190 2138 2085 761 705 1324 1212 1148 112 642 330 1070 312 119
internal_count=2364 174 2190 2138 2085 761 705 1324 1212 1148 112 642 330 1070 312 119
is_linear=0
shrinkage=0.00641253


Tree=1037
num_leaves=16
num_cat=0
split_feature=4 3 376 2 14 2 132 51 14 4 1429 15 52 42 4
split_gain=414.637 163.97 99.4335 51.3324 27.3808 25.589 25.2387 15.0828 12.6605 8.51854 14.4906 7.7608 9.07069 5.09754 3.17391
threshold=0.30163500000000004 0.11745500000000002 0.080200000000000007 0.09857500000000001 0.076975000000000002 0.14019000000000004 0.087210000000000024 0.093135000000000009 -1.0000000180025095e-35 -0.26545999999999997 0.084690000000000015 0.0056700000000000006 -0.085924999999999987 0.091545000000000015 0.50934500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 8 7 11 -2 -1 13 12 -5 -11 -10
right_child=5 -3 -4 6 -6 -7 -8 -9 14 10 -12 -13 -14 -15 -16
leaf_value=0.0069890471466712914 0.0039772290060888053 0.0027866304442711164 0.0033206033371645026 0.0059309444646415011 0.0077378894932179634 0.0013255855176509009 0.0038405639453901099 0.0043433966660866808 0.002342561986545779 0.0062196117108555583 0.0050976801810795934 0.0063135928854604886 0.0049752918390018972 0.0058504835072913722 0.0030861505594558343
leaf_weight=61 54 100 81 114 61 68 60 54 84 1043 78 83 108 263 52
leaf_count=61 54 100 81 114 61 68 60 54 84 1043 78 83 108 263 52
internal_value=0 0.00573223 0.00587905 0.00598669 0.00618977 0.00256682 0.00525672 0.00549333 0.00301093 0.0061244 0.00608627 0.00569685 0.00546615 0.0061453 0.00262706
internal_weight=0 2106 2006 1925 1506 258 419 359 190 1445 1384 305 222 1306 136
internal_count=2364 2106 2006 1925 1506 258 419 359 190 1445 1384 305 222 1306 136
is_linear=0
shrinkage=0.00235659


Tree=1038
num_leaves=16
num_cat=0
split_feature=4 3 376 2 15 3 132 15 48 40 15 13 3 0 49
split_gain=318.158 124.752 86.2037 37.004 23.0397 29.6435 25.5718 12.6484 13.2575 11.0093 8.95715 7.93456 5.36628 4.68456 2.73488
threshold=0.30163500000000004 0.11745500000000002 0.080200000000000007 0.13388500000000003 0.03981500000000001 -0.13392999999999997 0.082230000000000011 -0.13309999999999997 0.082225000000000006 -0.045684999999999996 -0.41309499999999993 -0.0068799999999999998 -0.063814999999999997 -0.076639999999999986 0.089570000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 14 -9 -2 11 -11 13 -7 -1
right_child=9 -3 -4 -5 5 12 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0051822282590903478 0.0013056031928718917 0.0020428390667609976 0.0023014596661107777 0.002773976823194088 0.0059242183011810586 0.0045593338673635573 0.003213418915617711 0.0043091399697174982 0.003636817250847444 0.0019760880363529987 0.001601899962865645 0.0030357757304724591 0.005112481341007287 0.004172401091794847 0.0045705252298453526
leaf_weight=60 85 100 81 55 61 557 91 715 130 53 67 53 54 150 52
leaf_count=60 85 100 81 55 61 557 91 715 130 53 67 53 54 150 52
internal_value=0 0.00415062 0.00425568 0.0043379 0.00438389 0.00462643 0.00419363 0.00428682 0.00420573 0.00187595 0.00215605 0.00250613 0.00452237 0.00447727 0.00489841
internal_weight=0 2106 2006 1925 1870 822 1048 957 845 258 173 106 761 707 112
internal_count=2364 2106 2006 1925 1870 822 1048 957 845 258 173 106 761 707 112
is_linear=0
shrinkage=0.00193323


Tree=1039
num_leaves=20
num_cat=0
split_feature=3 1 0 133 3 16 11 1 133 16 3 4 16 401 402 1454 4 51 1
split_gain=7.48754 7.58663 6.89532 7.42708 7.28272 8.98307 7.1708 8.22634 6.55144 6.54054 3.85441 3.36956 4.62527 2.57872 3.95996 2.15813 1.98647 1.7206 0.502742
threshold=0.11745500000000002 0.13148500000000005 -0.069389999999999993 -0.0081099999999999974 -0.14906999999999998 0.14091500000000004 0.081790000000000015 0.109225 0.091215000000000004 -0.043889999999999992 -0.0053599999999999993 0.053255000000000004 -0.13895999999999997 0.080710000000000018 0.094750000000000015 0.081220000000000014 0.022635000000000006 -0.022934999999999997 0.086920000000000011
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 6 -4 -5 8 7 10 9 -6 11 13 -13 15 -15 -1 -12 18 -7
right_child=1 -3 3 4 5 17 -8 -9 -10 -11 16 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0020718132849132358 -0.0011927487752372316 0.0018247446683570361 -0.00087486895230883596 0.0031847026918091739 0.00048475509222870066 0.0032951006152976163 0.0046925331247202095 -2.7646824878602099e-05 0.0015482413774488253 -0.0029620367578876705 0.0024737889725706726 0.0018856589158010146 -0.0007734343174020643 0.0042072290874434126 0.0018495337107781006 0.00070218747420905565 0.004271203356293181 0.0012345330894275835 0.0022875000345027987
leaf_weight=1003 90 84 83 101 60 52 52 101 78 55 71 99 52 73 76 64 59 58 53
leaf_count=1003 90 84 83 101 60 52 52 101 78 55 71 99 52 73 76 64 59 58 53
internal_value=0 0.000263529 0.00182047 0.00111184 0.00147283 0.000986947 0.00205234 0.00196638 -6.68897e-05 -0.00116304 0.00210097 0.00198782 0.000969434 0.00211422 0.00300516 0.00198973 0.00329013 0.00223521 0.00278724
internal_weight=0 174 2190 540 457 356 1650 1598 193 115 1497 1367 151 1216 149 1067 130 163 105
internal_count=2364 174 2190 540 457 356 1650 1598 193 115 1497 1367 151 1216 149 1067 130 163 105
is_linear=0
shrinkage=0.00722155


Tree=1040
num_leaves=15
num_cat=0
split_feature=4 158 3 48 51 1444 0 3 43 15 11 40 4 3
split_gain=4.72022 4.16226 5.42749 7.30751 8.60059 4.58747 4.89814 4.23066 3.97162 3.95231 3.88402 3.48618 3.88045 1.5455
threshold=0.59999500000000017 -0.18217999999999998 0.06269000000000001 0.088580000000000006 -0.070859999999999992 -0.050539999999999995 -0.13314999999999996 0.14121000000000003 -0.23269999999999999 -0.037184999999999996 0.075910000000000019 -0.082484999999999989 -0.49269499999999994 -0.107915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 10 -5 13 -6 -7 -10 -13 -8
right_child=-2 2 3 7 9 6 8 -9 11 -11 -12 12 -14 -15
leaf_value=-0.00027924697954959696 -0.00065819024868120476 -0.00073146219365777688 0.0012224084129685787 0.0022174337179969522 0.0054323979901679956 -0.0010209183360112796 0.0035788737754285185 -0.00056843703817963521 -0.00038105922126737129 0.0029057037611430786 0.0013314038677125059 0.0032237251674560527 0.0013465309201546899 0.0018980509239069551
leaf_weight=72 57 53 74 52 63 73 53 53 54 57 63 55 1549 53
leaf_count=72 57 53 74 52 63 73 53 53 54 57 63 55 1549 53
internal_value=0 0.00136273 0.00141526 0.00228646 0.00308491 0.00128184 0.00133804 0.000810527 0.0014359 0.00423284 6.82155e-05 0.00135254 0.00141094 0.00273916
internal_weight=0 2324 2252 299 194 1953 1900 105 1764 120 136 1658 1604 106
internal_count=2381 2324 2252 299 194 1953 1900 105 1764 120 136 1658 1604 106
is_linear=0
shrinkage=0.00694113


Tree=1041
num_leaves=13
num_cat=0
split_feature=147 48 52 1374 47 447 34 15 14 15 15 16
split_gain=4.70007 3.75663 4.63619 4.61442 4.42802 3.60468 3.36767 3.8297 5.25848 4.38056 5.39656 1.9827
threshold=0.092780000000000015 0.093265000000000015 -0.053514999999999993 0.086000000000000007 0.091340000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 -0.26424499999999995 -0.41790499999999997 -0.10245999999999998 -0.094269999999999979 -0.16238499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 6 -1 8 -8 11 -11 -9
right_child=-2 2 4 -5 -6 -7 7 9 -10 10 -12 -13
leaf_value=0.0025431330812714704 0.0028770655915970238 0.0014050127751090151 -0.0018238934602914727 0.0030837337953619919 0.00045279629491160376 -0.00054739609396384594 0.0015186211877194515 0.0033628055157014208 -0.0013226520995812154 -0.00056170309847056773 0.0011439943612626586 0.0016448365757964604
leaf_weight=74 65 102 65 54 101 62 53 53 70 91 1515 76
leaf_count=74 65 102 65 54 101 62 53 53 70 91 1515 76
internal_value=0 0.00102101 0.000263025 0.00112016 -0.000438241 0.00106695 0.00111879 0.00106203 -9.7773e-05 0.00114429 0.0010473 0.00235123
internal_weight=0 2316 268 2048 166 1994 1932 1858 123 1735 1606 129
internal_count=2381 2316 268 2048 166 1994 1932 1858 123 1735 1606 129
is_linear=0
shrinkage=0.00680503


Tree=1042
num_leaves=12
num_cat=0
split_feature=48 12 2 3 2 15 16 15 123 12 15
split_gain=3.34415 3.13123 4.02026 4.15772 5.94325 5.44116 3.22234 4.89217 4.92405 1.79798 1.39839
threshold=-0.088899999999999993 0.12477500000000001 0.14721500000000001 -0.15002999999999997 -0.087244999999999975 -0.032264999999999995 -0.44010499999999991 -0.40312499999999996 0.083905000000000021 0.091735000000000025 -0.089734999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 10 -8 -9 -7 -6
right_child=1 -3 -4 4 6 9 7 8 -10 -11 -12
leaf_value=0.0026698655943320393 -0.0019167440778958677 0.0023306282963918758 -0.00071806031525610884 -0.0013250312051412043 0.0014760209094278889 -3.7407861424283829e-05 -0.0010470934861188936 0.00096026780088115501 0.0027699665578341612 0.0016810080866662158 0.0029090843421151875
leaf_weight=54 58 73 80 54 80 70 58 1661 79 54 60
leaf_count=54 58 73 80 54 80 70 58 1661 79 54 60
internal_value=0 0.000886915 0.000840124 0.000897498 0.00099109 -0.000126458 0.00105566 0.000975028 0.00104248 0.000710325 0.00209073
internal_weight=0 2327 2254 2174 1992 182 1938 1798 1740 124 140
internal_count=2381 2327 2254 2174 1992 182 1938 1798 1740 124 140
is_linear=0
shrinkage=0.00707995


Tree=1043
num_leaves=12
num_cat=0
split_feature=1375 147 4 4 4 13 16 43 4 150 13
split_gain=3.01897 3.85934 3.03956 4.52683 11.0127 3.43929 7.63922 4.03227 3.58487 2.98709 1.59758
threshold=-0.15824499999999997 0.092780000000000015 0.51286500000000013 0.42405000000000009 0.30163500000000004 0.034905000000000012 0.21684500000000004 -0.43328499999999998 -0.16772499999999999 0.10635000000000001 -0.0030199999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 10 -10 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00091518590351031572 0.0013952737696351395 0.0025379908676351581 -0.00050627894774835959 0.0025988480850176131 -0.0023138005742350731 0.0023250764035159105 -0.001599492727546818 0.00020640673080790301 0.00081940421635442399 0.0025134810107286889 0.0030727766655622292
leaf_weight=52 62 63 91 69 57 66 89 142 1583 54 53
leaf_count=52 62 63 91 69 57 66 89 142 1583 54 53
internal_value=0 0.000809007 0.000760904 0.000813956 0.000755441 0.00084086 0.00013606 0.00087904 0.000960294 0.000875333 0.00216904
internal_weight=0 2329 2266 2175 2106 2049 297 208 1752 1637 115
internal_count=2381 2329 2266 2175 2106 2049 297 208 1752 1637 115
is_linear=0
shrinkage=0.00707995


Tree=1044
num_leaves=19
num_cat=0
split_feature=156 1 15 481 4 16 15 12 12 12 1 1 15 1454 1447 159 16 4
split_gain=3.54284 5.02518 5.4969 5.11892 6.76019 7.43835 13.4912 4.4579 3.66548 4.1771 3.63615 6.24399 3.77398 3.00957 2.53009 2.04362 1.25213 0.210193
threshold=0.10339000000000002 0.078015000000000015 0.11754500000000001 -0.050449999999999995 -0.16772499999999999 0.0048200000000000005 -0.026169999999999995 0.087545000000000026 -1.0000000180025095e-35 0.082165000000000016 0.12719000000000003 0.10374500000000002 -0.41880499999999993 0.081220000000000014 -0.085709999999999995 0.085545000000000024 -0.011859999999999997 -0.0096349999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 10 -7 -2 -1 -10 11 -6 -12 14 -11 16 -16 -17
right_child=7 2 -4 4 5 6 -8 -9 9 13 12 -13 -14 -15 15 17 -18 -19
leaf_value=0.0027055750916966 0.0033490895205867885 -0.0018333586625611424 0.0025027300534958812 0.0022968245916444494 2.9350600204158989e-05 0.0004720367432431001 -0.0043421575223944395 0.00069768703035662022 -0.0011285187488004572 0.0025549604900698317 0.00038990301835574052 0.0015871475290216847 -0.0022884146924528007 -0.00064814963481033558 0.00097567148298754135 0.0014747708382532303 0.00037365541270505706 0.0021007615733203448
leaf_weight=56 56 67 52 76 400 71 53 81 55 52 58 202 52 61 618 52 255 64
leaf_count=56 56 67 52 76 400 71 53 81 55 52 58 202 52 61 618 52 255 64
internal_value=0 0.00058548 0.000214705 9.30969e-05 0.000234708 4.71509e-05 -0.00158502 0.00178203 0.00090056 0.000813129 0.000331514 0.000552195 -0.00087551 0.000910105 0.00100149 0.000919732 0.000799913 0.00182081
internal_weight=0 2244 1031 979 912 836 124 137 1213 1157 712 602 110 1102 1041 989 873 116
internal_count=2381 2244 1031 979 912 836 124 137 1213 1157 712 602 110 1102 1041 989 873 116
is_linear=0
shrinkage=0.00722155


Tree=1045
num_leaves=23
num_cat=0
split_feature=39 13 13 150 39 133 123 16 16 133 475 0 0 51 133 1446 51 16 484 0 13 16
split_gain=267.681 204.429 29.1729 38.9592 17.3729 19.0985 21.7729 17.0933 16.7618 15.7635 10.2396 7.21331 6.26529 5.23778 4.01559 3.54539 3.19137 2.93535 2.81161 2.37462 0.595509 0.226991
threshold=0.085345000000000018 -0.16392499999999996 -0.07692499999999998 0.10571000000000001 0.11305000000000003 0.087245000000000003 0.085575000000000012 -0.38959499999999997 -0.066924999999999985 -0.073829999999999993 -0.084374999999999992 -0.071339999999999987 -0.12608499999999997 0.08406000000000001 0.10864000000000001 0.084285000000000013 -0.015609999999999997 0.0063750000000000013 0.049680000000000009 -0.087284999999999988 -0.085104999999999986 -0.087829999999999978
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 12 11 7 5 6 -2 -4 13 -10 -11 15 -1 14 -9 16 18 19 -3 -18 -17 -15
right_child=4 2 3 -5 -6 -7 -8 8 9 10 -12 -13 -14 21 -16 20 17 -19 -20 -21 -22 -23
leaf_value=0.00045622629602829476 0.0034835077917340779 0.005229112107363796 0.0030009356854088075 0.001991738990459561 0.00029209280818232204 0.00096220836067832931 0.0013555035072130117 0.0047231551558454543 0.0029581609724732456 0.0048663797428344091 0.0038973439407435527 0.0037485694287851608 0.0015344459641111917 0.0040899462257802128 0.0042417593885308415 0.0052336181404631366 0.0043989464438784704 0.0040165175190183698 0.0045321955929069867 0.0047770826247838889 0.0048635163094812263 0.0038529351309212422
leaf_weight=53 55 69 77 52 56 87 52 291 89 71 422 54 69 52 146 52 223 66 62 162 52 52
leaf_count=53 55 69 77 52 56 87 52 291 89 71 422 54 69 52 146 52 223 66 62 162 52 52
internal_value=0 0.00402772 0.00420909 0.00398968 0.0014489 0.00178269 0.00244957 0.00407623 0.00414994 0.00387203 0.00403695 0.00458027 0.00106625 0.00444887 0.00456238 0.0046457 0.00457362 0.00447892 0.00489947 0.00455812 0.00504881 0.00397168
internal_weight=0 2114 1992 1252 250 194 107 1200 1123 582 493 740 122 541 437 686 582 451 131 385 104 104
internal_count=2364 2114 1992 1252 250 194 107 1200 1123 582 493 740 122 541 437 686 582 451 131 385 104 104
is_linear=0
shrinkage=0.00235659


Tree=1046
num_leaves=15
num_cat=0
split_feature=16 11 41 132 0 15 4 16 48 376 132 147 16 15
split_gain=4.5747 4.5108 16.7255 3.99773 3.87024 8.60366 5.18393 5.05789 4.8166 3.99212 3.48209 4.103 3.2372 1.0574
threshold=0.63566000000000011 1.0000000180025095e-35 0.07882500000000002 0.10833500000000001 -0.10075499999999998 -0.027009999999999996 0.50373500000000015 -0.084499999999999978 0.085130000000000025 0.083785000000000012 0.087210000000000024 0.088145000000000015 0.10246000000000001 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 5 7 9 8 13 10 11 -6 -3 -1
right_child=-2 2 -4 -5 6 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0013043103185012925 -0.00097127832342721796 0.0039244369344251821 -0.00099509550862241945 0.0017819877768652183 0.00084103436140330328 -0.0014144492811319826 -0.00074617973920947068 0.0016201346574600632 -0.001070254079556545 -0.00072176451985481508 -0.00038329584690420884 0.0024701806752547234 0.0019305189657419031 0.00019464195010468295
leaf_weight=59 53 54 52 97 1421 94 75 98 77 55 72 52 52 53
leaf_count=59 53 54 52 97 1421 94 75 98 77 55 72 52 52 53
internal_value=0 0.00072023 0.00164912 0.000652034 0.000598695 8.05137e-05 0.000716525 0.000570365 2.57184e-05 0.000785128 0.00083881 0.000898588 0.00294686 0.000779742
internal_weight=0 2311 158 2153 2056 381 1675 287 189 1600 1545 1473 106 112
internal_count=2364 2311 158 2153 2056 381 1675 287 189 1600 1545 1473 106 112
is_linear=0
shrinkage=0.00569414


Tree=1047
num_leaves=20
num_cat=0
split_feature=1 52 1 2 2 39 2 52 52 52 41 1429 2 48 4 1453 475 2 2
split_gain=366.817 56.4685 42.6339 34.2407 24.9673 21.6605 21.3248 10.3366 14.2242 9.61607 8.73563 10.0968 8.44261 7.04937 10.4321 5.34631 6.38356 6.51372 4.80282
threshold=0.10538500000000002 -0.40011499999999994 0.13554500000000003 1.0000000180025095e-35 0.10188000000000001 0.085245000000000015 -1.0000000180025095e-35 -0.41304999999999997 -0.059354999999999991 -0.013914999999999999 0.075585000000000013 0.084770000000000012 0.11585500000000001 0.084965000000000027 0.41816000000000003 -0.044999999999999991 -0.085719999999999977 0.08647500000000001 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 10 -3 -6 -9 -4 11 15 18 14 -5 -1 -17 -18 -10
right_child=1 2 9 13 7 -7 -8 8 12 -11 -12 -13 -14 -15 -16 16 17 -19 -20
leaf_value=0.0041448364571936621 0.0046889855632424281 0.0027233318432729582 0.00038671408270797439 0.0010238046037092769 0.0047188092880448545 0.0034210058895165151 0.0046775332186213218 0.0027972373174442633 0.0040014145397161294 0.0016296652232182772 0.0056543209949360355 0.0040427500693794661 0.0034721411092927036 0.002579504345800415 0.0024137423645578028 0.0056057596562899548 0.0050000247171403528 0.0046644735967610968 0.0048956218784991764
leaf_weight=54 53 60 52 55 99 58 55 52 58 83 64 86 65 90 56 59 626 572 67
leaf_count=54 53 60 52 55 99 58 55 52 58 83 64 86 65 90 56 59 626 572 67
internal_value=0 0.0024769 0.00221688 0.00267214 0.00465553 0.00477997 0.00365816 0.00410115 0.00384838 0.00115108 0.0048339 0.0047963 0.00413593 0.00210787 0.00172525 0.00484571 0.0048758 0.00483983 0.0044809
internal_weight=0 504 451 316 1860 1519 115 341 242 135 1461 1397 190 201 111 1311 1257 1198 125
internal_count=2364 504 451 316 1860 1519 115 341 242 135 1461 1397 190 201 111 1311 1257 1198 125
is_linear=0
shrinkage=0.00226508


Tree=1048
num_leaves=11
num_cat=0
split_feature=9 2 123 474 12 2 1 1429 16 12
split_gain=3.41112 4.95287 4.28347 3.37874 4.11551 6.77894 3.60129 3.41256 3.66115 2.90466
threshold=-0.079919999999999977 0.16730000000000003 0.09394000000000001 0.095835000000000017 -0.086449999999999985 -0.0050599999999999994 0.098420000000000021 -0.081904999999999992 -0.0070899999999999991 0.088635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -7 -9 -5
right_child=1 -3 -4 9 5 7 -8 8 -10 -11
leaf_value=0.0023844040682641917 0.00095786846709362849 -0.001136632844960643 -0.00084752016919846702 0.0029006618020155799 0.0028604958062511507 0.0024179240491229259 -0.0012197937758397755 0.00095240800538913106 0.00032072957444649662 0.00094294633921676628
leaf_weight=56 54 54 61 61 69 53 74 1283 535 64
leaf_count=56 54 54 61 61 69 53 74 1283 535 64
internal_value=0 0.000782033 0.000828029 0.000874667 0.000812727 0.000886216 -0.000300558 0.000813371 0.000766556 0.00189886
internal_weight=0 2308 2254 2193 2068 1940 128 1871 1818 125
internal_count=2364 2308 2254 2193 2068 1940 128 1871 1818 125
is_linear=0
shrinkage=0.00641253


Tree=1049
num_leaves=22
num_cat=0
split_feature=13 131 13 12 15 51 15 160 484 15 151 52 15 2 160 51 0 151 0 1212 15
split_gain=3.6443 4.90907 8.76776 4.5428 3.35033 2.84962 2.6317 2.82906 2.52193 3.57756 4.19203 2.72233 3.56662 2.39492 1.92668 1.86558 2.65526 1.48715 2.08102 1.23784 0.947606
threshold=-0.077849999999999989 0.09172000000000001 -0.16392499999999996 -0.084509999999999988 -0.082674999999999985 -0.085574999999999984 -0.064999999999999988 -0.11201999999999999 0.085560000000000011 -0.41606999999999994 -0.087699999999999986 0.10744000000000002 -0.032264999999999995 0.093565000000000023 -0.022594999999999997 0.10328000000000001 -0.22022999999999995 -0.0088999999999999982 -0.089704999999999993 -0.009474999999999999 -0.10436999999999999
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 2 4 -2 -1 -4 17 -8 9 -5 -11 15 -13 -10 -9 16 -12 -7 20 -16 -19
right_child=3 -3 5 8 -6 6 7 14 13 10 11 12 -14 -15 19 -17 -18 18 -20 -21 -22
leaf_value=0.00026112131820971331 -0.00082147263386811139 0.002716293028381586 0.0023280268662383375 0.0022467757705177892 -0.0018437260216340959 0.0013307004084969867 0.0023014117932505618 2.1168163910893919e-05 -0.0012392860226612748 -0.001014148349404374 -0.0006551059348431467 0.0011878688850489303 -0.00079824930091946839 0.00062598278418659757 0.00051139029497043981 0.0019378249356648591 0.00080745919846554343 0.0012961714130776672 -0.00074300503105275187 0.0014808232862685844 0.0001734790875097497
leaf_weight=64 100 60 69 53 56 59 86 62 57 62 52 55 102 52 69 53 854 53 63 215 68
leaf_count=64 100 60 69 53 56 59 86 62 57 62 52 55 102 52 69 53 854 53 63 215 68
internal_value=0 0.00097688 0.000856009 0.000470847 -0.000720582 0.00111039 0.000985819 0.00128032 0.000567339 0.000648516 0.00057655 0.000664983 -0.000102048 -0.000348817 0.00102633 0.000790625 0.000723441 0.000461987 0.000183067 0.00124553 0.000665792
internal_weight=0 924 864 1440 120 744 675 432 1340 1231 1178 1116 157 109 346 959 906 243 184 284 121
internal_count=2364 924 864 1440 120 744 675 432 1340 1231 1178 1116 157 109 346 959 906 243 184 284 121
is_linear=0
shrinkage=0.00628679


Tree=1050
num_leaves=17
num_cat=0
split_feature=4 4 14 3 14 456 4 3 484 3 43 481 3 0 2 4
split_gain=12.9195 5.03658 10.9976 3.79774 3.72314 3.86231 3.84482 8.26077 6.6484 4.50739 5.41678 4.10223 4.01324 2.76401 2.58059 2.0977
threshold=0.26450500000000005 0.49433000000000005 -0.30192499999999994 -0.00094999999999999989 -1.0000000180025095e-35 0.088285000000000016 -0.060264999999999992 0.094285000000000008 0.056325000000000007 -0.10468499999999999 -0.033174999999999989 -0.051484999999999996 -0.046329999999999989 -0.10417499999999999 0.084535000000000013 -0.17689999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 8 9 11 -8 12 -6 -11 -13 -12 -15
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 14 13 -14 15 -16 -17
leaf_value=0.0025710590852802955 -0.00081495983970720327 -0.0022775180142061984 0.0015515104739335242 -0.0032292681054265503 -0.0010162830701586302 0.0021385134424325393 -0.0014047697939399567 -0.0021849220388504139 0.0027966894414626592 0.00044876313818588849 0.0027103872503029254 0.002466519878658432 -0.001270521259634863 0.0015494602854627768 0.0010370897161274433 0.00056936595000537955
leaf_weight=54 74 67 94 63 66 87 64 67 88 518 66 52 82 139 178 634
leaf_count=54 74 67 94 63 66 87 64 67 88 518 66 52 82 139 178 634
internal_value=0 -0.000907986 -4.14573e-05 -0.00192575 0.000698955 0.000649386 0.000583045 0.00026194 0.000902758 0.000442576 0.00058275 0.000715617 0.000213666 0.000854262 0.00149002 0.000745705
internal_weight=0 298 161 137 2095 2041 1954 975 979 908 844 891 600 825 244 773
internal_count=2393 298 161 137 2095 2041 1954 975 979 908 844 891 600 825 244 773
is_linear=0
shrinkage=0.00722155


Tree=1051
num_leaves=22
num_cat=0
split_feature=2 12 16 13 15 15 15 12 12 49 52 16 43 12 15 42 13 2 43 13 13
split_gain=291.59 130.397 36.8542 36.6413 24.871 24.4886 17.6494 14.4264 13.9284 15.5283 12.5065 9.07658 8.86748 8.40168 7.06567 4.32426 3.70275 3.27778 3.13057 2.03851 0.968609
threshold=0.12454500000000002 -0.029844999999999997 -0.52595999999999987 -0.099939999999999987 -0.17677499999999999 -0.086599999999999996 0.03981500000000001 0.083570000000000019 1.0000000180025095e-35 -0.008964999999999999 -0.012164999999999999 0.058765000000000005 -0.11278499999999998 0.092495000000000008 0.087010000000000018 0.08512500000000002 0.10068000000000001 0.085775000000000004 0.12397000000000001 -0.08533499999999998 -0.0063399999999999993
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 4 -3 -2 -1 -5 8 -8 9 -4 -6 -11 -10 17 15 20 19 -14 -15 -16 -9
right_child=3 2 6 5 10 -7 7 14 12 11 -12 -13 13 18 16 -17 -18 -19 -20 -21 -22
leaf_value=0.00086329417010847528 -0.00015617901657441453 0.0023621781200388369 0.0021381590129873119 0.00088935745149695822 0.0019958312271549333 0.0026153477047659015 0.0051635523128382883 0.0043700795292719039 0.0030638039661666978 0.0031276610458093935 0.003368586293581219 0.0042976339074504676 0.0043599947885437354 0.0034890651243144576 0.004272150925766739 0.0049519968083213172 0.0033619212229363139 0.0039621730199204293 0.004074132682561734 0.0039157679704655782 0.0040320232931049466
leaf_weight=66 78 79 52 87 86 76 64 102 67 89 53 52 152 228 101 53 52 323 57 400 76
leaf_count=66 78 79 52 87 86 76 64 102 67 89 53 52 152 228 101 53 52 323 57 400 76
internal_value=0 0.00367121 0.0038486 0.00109526 0.00198635 0.00169426 0.00391145 0.00414842 0.00371441 0.00317653 0.00251943 0.00355931 0.00383991 0.0039083 0.00406552 0.00439258 0.00392886 0.00408953 0.00360616 0.00398766 0.00422587
internal_weight=0 2152 1947 241 205 163 1868 848 1020 193 139 141 827 760 784 231 553 475 285 501 178
internal_count=2393 2152 1947 241 205 163 1868 848 1020 193 139 141 827 760 784 231 553 475 285 501 178
is_linear=0
shrinkage=0.00222067


Tree=1052
num_leaves=16
num_cat=0
split_feature=4 4 159 4 1 147 0 484 51 51 41 456 15 1 157
split_gain=10.6015 3.9144 3.40193 7.33223 4.10416 3.17554 4.43759 3.14671 3.55547 7.41518 3.96563 3.53948 2.74752 1.72725 1.30407
threshold=0.26450500000000005 0.17982000000000001 0.10634 0.5137400000000002 0.10471500000000002 0.087210000000000024 -0.20489499999999997 0.087150000000000019 0.11178000000000002 0.13474500000000003 0.075585000000000013 0.088285000000000016 -0.06784999999999998 0.12958500000000003 -0.056799999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 6 -1 8 10 -10 11 -8 -9 -6 -14
right_child=2 -3 -4 -5 13 -7 7 12 9 -11 -12 -13 14 -15 -16
leaf_value=0.0024776475023653871 -0.0024622125947081075 0.0023434940937851196 -0.0020591033649994105 0.0018159136417683682 0.00040229046078265934 -0.00077402882482991299 0.0005060394869750612 0.00037643967567907238 -0.0023365948738343647 0.00080797374093673875 0.0020735621689497784 0.0021017874797337223 0.0028653153217660598 -0.0010851451814718931 0.001403489146067123
leaf_weight=58 52 60 57 55 71 65 1474 59 54 79 79 62 53 63 52
leaf_count=58 52 60 57 55 71 65 1474 59 54 79 79 62 53 63 52
internal_value=0 0.000696492 -0.000621914 -0.000281708 -0.000902347 0.000647898 0.00069485 0.000640732 0.000559392 -0.000468243 0.000644064 0.000570497 0.00150727 -0.000296505 0.00214203
internal_weight=0 2095 298 241 186 2035 1970 1912 1748 133 1615 1536 164 134 105
internal_count=2393 2095 298 241 186 2035 1970 1912 1748 133 1615 1536 164 134 105
is_linear=0
shrinkage=0.00654078


Tree=1053
num_leaves=22
num_cat=0
split_feature=15 3 39 3 15 3 52 12 52 3 12 15 12 160 15 12 3 15 16 1213 1213
split_gain=285.426 190.495 88.1548 26.9166 14.607 19.7124 22.6214 15.1248 14.5155 14.0354 13.2947 8.93595 7.12225 7.08192 5.86846 4.9731 3.51191 1.86924 2.4376 1.59072 2.44939
threshold=-0.25061999999999995 0.10812000000000001 0.081875000000000017 0.30835000000000007 0.029300000000000003 -0.10237999999999998 -0.101225 0.083570000000000019 0.12066000000000002 -0.011259999999999997 -0.042789999999999988 0.087010000000000018 0.092495000000000008 0.10504000000000001 -0.0053099999999999996 0.10337000000000002 -0.092019999999999977 -0.069404999999999981 -0.038799999999999994 -0.081109999999999988 0.085435000000000025
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=8 2 4 -3 5 6 -2 -6 10 -4 -1 19 13 14 -7 16 -13 18 -14 -9 -21
right_child=1 3 9 -5 7 12 -8 11 -10 -11 -12 15 17 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=0.0014124765217617069 0.0063112654061450568 0.0038414324606038399 0.003520155212408704 0.0015792036084089672 0.0075335053284720285 0.0062527884308083131 0.004354535380447268 0.0064276567344879222 0.0036732332983328811 0.0050512099135365382 0.0030249953398412809 0.0068210370294346269 0.0056290604855499665 0.0053452121341538549 0.0071036203709188908 0.005549340966674368 0.0061386063716842194 0.0054633932261069409 0.0062948144304075821 0.0071113641179679742 0.0064107010740601074
leaf_weight=84 66 90 95 59 73 457 102 86 53 71 59 59 86 52 63 89 424 102 68 103 52
leaf_count=84 66 90 95 59 73 457 102 86 53 71 59 59 86 52 63 89 424 102 68 103 52
internal_value=0 0.00578663 0.0059933 0.00294584 0.00615365 0.00593707 0.00512342 0.00639709 0.00250949 0.00417517 0.00207798 0.00629501 0.00610212 0.00626409 0.00635592 0.00611741 0.00622203 0.00574011 0.00592321 0.00671644 0.00687648
internal_weight=0 2197 2048 149 1882 996 168 886 196 166 143 813 828 572 520 572 483 256 154 241 155
internal_count=2393 2197 2048 149 1882 996 168 886 196 166 143 813 828 572 520 572 483 256 154 241 155
is_linear=0
shrinkage=0.00260187


Tree=1054
num_leaves=17
num_cat=0
split_feature=4 2 39 11 2 0 16 14 12 1429 47 0 49 2 52 0
split_gain=280.728 67.2167 45.9118 19.4824 21.9594 19.5819 17.0056 15.27 15.1281 7.36826 7.61411 6.77275 5.12134 4.23935 3.99904 1.80749
threshold=0.27161500000000005 0.14271500000000001 0.081875000000000017 1.0000000180025095e-35 0.10272000000000002 -0.094314999999999996 -0.49181999999999998 -0.41790499999999997 0.093270000000000006 0.084770000000000012 0.11227500000000001 -0.071844999999999978 -1.0000000180025095e-35 0.08647500000000001 -0.046924999999999988 -0.064539999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 12 -8 -5 10 13 -4 -2 -1 -7 -16
right_child=6 -3 11 8 5 14 7 -9 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=0.0037022065107991994 0.0012108507957275176 0.0014309061693580768 0.0027092520154067164 0.0047873470809108587 0.0020157834582023148 0.0029077444879430253 0.0014475369983310013 0.00010383419571691703 0.0034362142769255159 0.0029672410700195711 0.0028502380671730034 0.0018259865070122702 0.0020017488514316134 0.0034748065976265038 0.0037357630035096171 0.0032191998833333659
leaf_weight=719 55 72 77 80 73 86 61 78 58 89 58 65 84 626 58 54
leaf_count=719 55 72 77 80 73 86 61 78 58 89 58 65 84 626 58 54
internal_value=0 0.00334143 0.00340875 0.00349118 0.00343414 0.00290699 0.00119139 0.000693671 0.00421964 0.00352988 0.00356555 0.00230509 0.00168896 0.00359638 0.00323545 0.0034869
internal_weight=0 2115 2043 1901 1763 271 278 139 138 1492 1403 142 139 1345 198 112
internal_count=2393 2115 2043 1901 1763 271 278 139 138 1492 1403 142 139 1345 198 112
is_linear=0
shrinkage=0.00201133


Tree=1055
num_leaves=10
num_cat=0
split_feature=97 12 15 148 147 151 15 12 15
split_gain=5.72232 4.35452 4.09651 4.0128 6.01632 4.44229 4.03043 5.54957 5.07432
threshold=-0.0047149999999999996 -0.10853999999999998 0.14854500000000001 -0.082084999999999977 0.088335000000000011 0.077805000000000013 0.083815000000000014 0.083785000000000012 -0.081479999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 -5
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.0012740912790047544 0.0025141275776304696 0.0023461140135616616 -0.00090571998282712397 0.00096783072853081319 -0.0013686631254847012 0.0024515957111392551 0.0031182281941462705 0.0010008158108547459 0.00014724074858177153
leaf_weight=54 62 70 57 624 52 68 55 689 616
leaf_count=54 62 70 57 624 52 68 55 689 616
internal_value=0 0.000837323 0.000790693 0.000835203 0.000784902 0.00083951 0.000784222 0.00115744 0.000560238
internal_weight=0 2293 2231 2174 2104 2052 1984 744 1240
internal_count=2347 2293 2231 2174 2104 2052 1984 744 1240
is_linear=0
shrinkage=0.00641253


Tree=1056
num_leaves=30
num_cat=0
split_feature=2 2 2 12 151 4 12 4 12 4 150 12 12 4 16 16 12 42 401 42 474 16 474 42 160 12 131 16 12
split_gain=250.879 82.2296 71.6146 33.8443 25.41 23.5283 31.3972 22.4814 17.4876 16.5059 16.1151 14.7063 8.63456 6.61854 5.99735 5.88846 4.39887 4.70458 4.94115 5.41716 4.07949 4.74492 2.8141 2.5699 2.42984 2.12256 1.78266 1.45587 0.904053
threshold=0.11500500000000001 -1.0000000180025095e-35 0.16394500000000004 -0.077034999999999978 -0.033849999999999991 -0.060264999999999992 1.0000000180025095e-35 0.30163500000000004 0.082165000000000016 -0.0045949999999999993 0.084925000000000014 0.094545000000000018 0.090135000000000007 -0.00059999999999999995 -0.10346499999999999 0.18612500000000001 0.10367000000000001 0.081685000000000021 0.083100000000000021 0.087550000000000017 0.083260000000000015 -0.065229999999999996 0.091180000000000011 -0.026469999999999997 -0.092984999999999984 0.092735000000000026 0.08482000000000002 0.11021500000000002 0.10811000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 8 9 12 15 -7 14 20 -6 -13 -11 -3 17 23 19 -19 21 24 -22 25 -8 -10 -23 -25 -15
right_child=2 5 -4 -5 7 6 11 -9 16 10 -12 13 -14 28 -16 -17 -18 18 -20 -21 22 26 -24 27 -26 -27 -28 -29 -30
leaf_value=0.0012820469136261285 0.00099000333397162329 0.0055788214626170101 -0.00043657912297382869 0.003393143689210495 0.0024177444324181303 0.001933613076069612 0.0039712124906280738 0.0016693379504482467 0.0040961917613031619 0.0044065423343658417 0.0023662557663137853 0.0039721365908972957 0.0035384535362620985 0.0033429240616805718 0.003341747489240863 0.0045587919158043659 0.0035370105232912616 0.0032580371278270472 0.0045470185442961679 0.0040436226818130454 0.0047178484451094373 0.0037185994999696091 0.004111692400908069 0.0047823453072855515 0.0045167609724104975 0.0046088181636948326 0.0041960341132187742 0.0043131374428383197 0.0029615597407779393
leaf_weight=77 59 60 57 73 53 52 63 79 155 53 52 87 95 73 52 53 52 54 72 226 98 162 63 95 117 55 52 52 56
leaf_count=77 59 60 57 73 53 52 63 79 155 53 52 87 95 73 52 53 52 54 72 226 98 162 63 95 117 55 52 52 56
internal_value=0 0.00389144 0.00183599 0.00230961 0.002289 0.00401941 0.00378295 0.00262651 0.00428451 0.00301905 0.00337841 0.00399 0.00313728 0.0034977 0.00387944 0.00510061 0.0041633 0.0042092 0.00402621 0.0038922 0.00418155 0.0040592 0.0044808 0.00438956 0.00432595 0.00423056 0.00383472 0.00461653 0.00317755
internal_weight=0 2004 343 150 286 1854 980 227 874 209 157 771 148 216 105 113 761 709 352 280 555 394 161 357 180 210 214 147 129
internal_count=2347 2004 343 150 286 1854 980 227 874 209 157 771 148 216 105 113 761 709 352 280 555 394 161 357 180 210 214 147 129
is_linear=0
shrinkage=0.00222067


Tree=1057
num_leaves=16
num_cat=0
split_feature=31 2 151 2 151 12 2 2 1427 16 0 0 151 12 51
split_gain=6.95757 4.06872 5.378 6.34077 5.26534 5.55092 4.62125 3.8208 3.40059 3.15335 5.19027 5.5763 4.25487 3.61047 1.99025
threshold=-0.019269999999999999 0.11500500000000001 0.095500000000000015 0.11177500000000001 -0.06568499999999998 -0.081314999999999985 0.14271500000000001 0.12228000000000001 1.0000000180025095e-35 -0.097499999999999989 -0.10566999999999999 -0.066659999999999983 -0.0038099999999999996 0.08073000000000001 0.092600000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -3 -6 7 -7 9 13 12 -12 -11 -2 -15
right_child=1 4 -4 -5 5 6 -8 -9 -10 10 11 -13 -14 14 -16
leaf_value=-0.0013153327832398911 0.0025711423622374035 -0.0014959715986001027 -0.0010713704087015133 0.0030368872061756697 0.0025162734897682458 -0.00027424954650430314 -0.0011623363040122903 0.0018157981058628276 0.0025466633177201568 0.00092233807788871347 0.0011138472227983671 -2.5884636938406489e-05 -0.0015548422570905651 0.00070526202409794381 0.002152104053728808
leaf_weight=63 98 62 52 67 53 71 75 79 58 52 1108 220 69 166 54
leaf_count=63 98 62 52 67 53 71 75 79 58 52 1108 220 69 166 54
internal_value=0 0.000887655 0.00100312 0.00106017 0.000227276 0.000611848 0.00016294 0.000826043 0.000987562 0.000936347 0.000806802 0.000924984 -0.000489692 0.00152641 0.00106071
internal_weight=0 2284 1944 1892 340 278 225 150 1825 1767 1449 1328 121 318 220
internal_count=2347 2284 1944 1892 340 278 225 150 1825 1767 1449 1328 121 318 220
is_linear=0
shrinkage=0.00654078


Tree=1058
num_leaves=10
num_cat=0
split_feature=2 10 150 48 16 2 1454 124 159
split_gain=5.22701 3.34922 3.35073 2.97945 5.93244 4.48992 2.42203 2.4496 2.72119
threshold=0.14870000000000003 0.046740000000000011 -0.088794999999999985 0.10168500000000001 -0.072054999999999994 -0.013254999999999998 0.099235000000000004 -0.085059999999999983 0.088800000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -7 -9
right_child=-2 -3 3 4 -6 6 -8 8 -10
leaf_value=0.0025942026383620055 -0.00094327078958663616 -0.0010594627941284765 0.0030078867228368537 -0.0022747840967283699 0.00098320694558965229 0.0024238351526743676 0.0025671615541414646 0.00091366294291808756 -4.0656833329350679e-05
leaf_weight=73 98 52 64 53 96 59 52 1594 206
leaf_count=73 98 52 64 53 96 59 52 1594 206
internal_value=0 0.000900526 0.000946954 0.0008903 -0.000175116 0.000970721 0.000902452 0.000855842 0.0008044
internal_weight=0 2249 2197 2124 149 1975 1911 1859 1800
internal_count=2347 2249 2197 2124 149 1975 1911 1859 1800
is_linear=0
shrinkage=0.00781684


Tree=1059
num_leaves=11
num_cat=0
split_feature=31 13 11 11 2 40 16 16 3 132
split_gain=5.17947 3.27271 2.67829 8.87584 6.46021 3.05022 3.67944 3.23899 5.55593 3.74808
threshold=-0.019269999999999999 0.25694000000000006 0.093970000000000012 0.079915000000000014 -1.0000000180025095e-35 -0.064864999999999992 -0.021179999999999997 -0.068504999999999996 -0.10175499999999998 0.004745000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 9 -9 -7
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11
leaf_value=-0.0012766176235402826 -0.0013054562806150717 -0.00077817470903790344 -0.00078414889249133683 0.0027881855894126861 0.00075910094168973462 0.00074184816482669106 0.0029828206025799158 -0.0015774334528961137 0.00047982905517303544 0.0020325126958415812
leaf_weight=63 72 69 53 84 80 829 53 60 875 109
leaf_count=63 72 69 53 84 80 829 53 60 875 109
internal_value=0 0.000624163 0.000667879 0.000703507 0.000619203 0.000688319 0.00164577 0.000620294 0.000347738 0.000891904
internal_weight=0 2284 2215 2162 2078 2006 133 1873 935 938
internal_count=2347 2284 2215 2162 2078 2006 133 1873 935 938
is_linear=0
shrinkage=0.00654078


Tree=1060
num_leaves=30
num_cat=0
split_feature=12 2 2 2 150 12 2 0 0 15 40 159 15 2 2 401 42 51 15 42 1446 2 2 0 42 12 2 12 15
split_gain=227.784 84.1296 53.9516 73.2022 35.2844 18.3337 14.1816 14.1549 19.3097 8.62871 8.39369 6.45688 6.36252 4.10782 3.72686 4.41213 4.20878 3.19689 4.31021 3.01503 3.541 2.7011 2.2087 1.65843 1.43393 1.26744 0.955957 0.876631 0.453114
threshold=0.054520000000000006 0.13538500000000001 0.11517500000000001 -0.0091949999999999983 0.088690000000000005 0.09141500000000001 0.14721500000000001 -0.074204999999999979 -0.15385999999999997 -0.035449999999999988 -0.050459999999999998 0.018290000000000004 -0.23071999999999995 0.08542000000000001 0.097220000000000015 0.078085000000000016 0.086090000000000014 -0.029924999999999997 0.090125000000000011 0.088060000000000013 0.057835000000000004 0.089350000000000013 0.084895000000000012 -0.067659999999999984 0.089150000000000021 0.088170000000000012 0.098365000000000022 0.098330000000000015 -0.075694999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 7 14 12 8 -5 11 -10 13 -4 -7 15 19 -17 -11 21 20 22 -19 -2 27 -21 -26 -15 -20 -28
right_child=1 -3 6 4 -6 9 -8 -9 10 17 -12 -13 -14 26 -16 16 -18 18 23 24 -22 -23 -24 -25 25 -27 28 -29 -30
leaf_value=0.0020015720215498627 0.00567905837295417 0.0023727577626840991 0.0021392813990363715 0.0055375118952744589 0.0026030339885481724 0.0040740743580378689 0.0013537032023141441 0.0057276021694291114 0.0045457326186150154 0.0046245113901158775 0.0032361805893945644 0.0054581925920081896 0.0032804238152165876 0.0050157793427405778 0.0048632855646698813 0.0055761034411362844 0.0065052901596284705 0.0060732967448724334 0.005116035358914508 0.0048536187308214377 0.0060040333990108753 0.0052922957479173919 0.0053358435554567724 0.0055146435060332046 0.0056304484735114268 0.0051245299051963416 0.0047550729497586076 0.0047475690062571208 0.0044271745262225099
leaf_weight=98 198 65 54 68 53 93 66 79 60 52 63 53 71 53 55 72 54 59 144 57 94 54 303 52 55 77 61 60 54
leaf_count=98 198 65 54 68 53 93 66 79 60 52 63 53 71 53 55 72 54 59 144 57 94 54 303 52 55 77 61 60 54
internal_value=0 0.00516576 0.00339503 0.00389526 0.00446973 0.00527254 0.0022923 0.00483606 0.00446716 0.00497457 0.0038752 0.00466001 0.00278766 0.00449782 0.00549945 0.00553787 0.00597454 0.00520912 0.00529144 0.00546766 0.00555571 0.00570031 0.00547154 0.00511085 0.00519033 0.00533553 0.00473224 0.00500779 0.00460134
internal_weight=0 1765 612 421 323 1700 191 270 191 735 123 314 125 261 965 910 126 421 369 784 595 113 501 256 189 132 168 204 115
internal_count=2377 1765 612 421 323 1700 191 270 191 735 123 314 125 261 965 910 126 421 369 784 595 113 501 256 189 132 168 204 115
is_linear=0
shrinkage=0.00250084


Tree=1061
num_leaves=15
num_cat=0
split_feature=1 43 1443 12 1 394 1453 448 0 0 12 1209 43 43
split_gain=8.00533 7.18056 5.72816 5.63734 4.26641 7.0386 5.73637 5.01494 7.46429 8.64609 3.27916 2.36551 2.82564 1.83102
threshold=0.14741000000000001 -0.22778999999999996 0.084655000000000022 0.095110000000000014 0.080270000000000022 -0.076319999999999985 -0.057274999999999993 -0.052389999999999999 0.033830000000000006 -0.068484999999999976 0.11461500000000001 1.0000000180025095e-35 -0.085054999999999978 -0.035884999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 -3 -7 9 -9 11 12 -8 -13
right_child=-2 2 -4 -5 5 7 10 8 -10 -11 -12 13 -14 -15
leaf_value=0.0037628357942192372 -0.001735774018153974 -0.0011951772523180752 0.0028562571054352734 0.0010341531016850587 -0.0020509909971661525 -0.0014410177043737808 0.00172277623504579 0.00075385561063956896 0.0023570742196077051 -0.0010368348416355036 -0.00047636189219564567 0.001257050393843488 0.00082947171413351114 0.0030187548047161507
leaf_weight=66 58 55 57 75 54 59 213 595 100 158 61 58 716 52
leaf_count=66 58 55 57 75 54 59 213 595 100 158 61 58 716 52
internal_value=0 0.000823431 0.000727035 0.00231192 0.00066978 0.000335935 0.000948933 0.000477345 0.000610119 0.000378023 0.0010562 0.00114625 0.00103437 0.00209052
internal_weight=0 2319 2178 141 2121 966 1155 912 853 753 1100 1039 929 110
internal_count=2377 2319 2178 141 2121 966 1155 912 853 753 1100 1039 929 110
is_linear=0
shrinkage=0.00680503


Tree=1062
num_leaves=19
num_cat=0
split_feature=2 43 12 160 12 157 43 43 43 156 2 43 4 156 484 42 16 13
split_gain=9.97324 4.14678 4.33944 3.32712 3.65159 8.44176 4.44041 5.37211 4.13149 4.90057 4.32352 2.5817 3.87715 1.95419 4.0869 2.74819 1.28666 0.729468
threshold=0.16730000000000003 -0.22778999999999996 0.090995000000000006 -0.54119499999999987 0.054520000000000006 -0.078754999999999978 0.074650000000000008 0.16452000000000003 0.0054600000000000004 0.08759500000000002 -0.0091949999999999983 -0.0019149999999999998 -0.057539999999999994 0.087045000000000011 0.084930000000000019 0.088060000000000013 -0.068504999999999996 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 11 -8 9 10 -7 13 16 15 -15 -6 -13 -9
right_child=-2 3 -4 4 6 8 7 17 -10 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=0.0030749676670250785 -0.0019967307079321881 0.0019428658557739166 0.00083239525927385205 -0.0022253140243080859 0.0010450526607190872 -0.0010351548288830442 0.0030597045826810513 0.0012613473627187293 -0.0012265762871774685 0.0021707865912992952 0.00062786443545836197 0.00012124755782194296 -0.00094619890778365801 0.00088338763382144836 -0.0013473421538587648 0.00034277862375379424 0.001062544440382532 0.00035718047395366144
leaf_weight=52 56 65 89 54 602 75 61 77 56 61 285 132 99 78 52 327 95 61
leaf_count=52 56 65 89 54 602 75 61 77 56 61 285 132 99 78 52 327 95 61
internal_value=0 0.000635276 0.00165991 0.000568973 0.000526719 8.42484e-05 0.000675005 0.00153611 0.000345846 0.000555161 0.000281219 0.000551233 7.13887e-05 0.000698884 -8.39816e-06 0.000797929 0.000515472 0.000862156
internal_weight=0 2321 141 2180 2115 531 1584 199 477 421 360 1385 326 1059 130 929 227 138
internal_count=2377 2321 141 2180 2115 531 1584 199 477 421 360 1385 326 1059 130 929 227 138
is_linear=0
shrinkage=0.00616352


Tree=1063
num_leaves=10
num_cat=0
split_feature=3 13 13 124 13 40 4 4 155
split_gain=9.11458 3.94197 3.5676 3.72916 3.7196 5.01425 4.71006 8.0075 5.70148
threshold=0.31534000000000006 0.26829500000000006 -0.15714499999999998 -0.087104999999999988 0.22245000000000001 -0.079179999999999987 -0.37983499999999992 -0.13833499999999996 0.089630000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 -7
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=0.0016734983271930307 -0.0016980982198456587 0.0021898262891320375 -0.0010243943914577283 0.0020440583741766299 -0.0010414624350518497 0.0028409283458926617 -0.0017243318029910239 0.00047824997867595617 0.00018386742491648835
leaf_weight=95 71 54 63 81 58 68 65 1766 56
leaf_count=95 71 54 63 81 58 68 65 1766 56
internal_value=0 0.00054379 0.000504291 0.000452765 0.000497238 0.000541104 0.0004788 0.000400023 0.0016415
internal_weight=0 2306 2252 2157 2094 2036 1955 1831 124
internal_count=2377 2306 2252 2157 2094 2036 1955 1831 124
is_linear=0
shrinkage=0.00616352


Tree=1064
num_leaves=27
num_cat=0
split_feature=4 3 2 3 2 2 0 4 2 11 3 2 42 3 12 1456 4 3 4 0 159 484 12 4 42 4
split_gain=268.489 94.8328 49.0307 20.5167 22.8504 24.4154 29.1261 15.3495 14.8957 11.7718 21.1269 16.0961 9.59439 8.50854 7.88171 3.50389 3.92811 3.40573 3.34178 2.73396 2.15649 1.61196 1.74412 1.13359 1.48114 0.990472
threshold=0.36766000000000004 -0.06340999999999998 0.14721500000000001 0.10323000000000002 -0.0050599999999999994 0.093200000000000019 -0.12608499999999997 0.014585000000000002 0.12708000000000003 1.0000000180025095e-35 -0.13088999999999998 0.097220000000000015 0.08870500000000002 0.085315000000000016 0.09202500000000001 0.056265000000000009 -0.014099999999999998 -0.094679999999999986 -0.040489999999999991 -0.10891999999999999 0.087410000000000015 -0.0018849999999999997 0.099340000000000012 -0.081289999999999987 0.10947000000000003 0.50113000000000019
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 9 3 4 -3 13 -7 -8 12 10 -1 -11 25 -6 15 17 -17 -12 23 -5 -19 -20 -23 -16 -25 -2
right_child=8 2 -4 19 5 6 7 -9 -10 11 14 -13 -14 -15 18 16 -18 20 21 -21 -22 22 -24 24 -26 -27
leaf_value=0.002927379052483053 0.0026901825125721147 0.0024618403197987663 0.0013332378241813897 0.0023669607015957481 0.0051527542410276543 0.0022496960847642744 0.0048437164209442609 0.0032558012032149579 0.0010678849920168418 0.0056096790063933028 0.0038714584768591402 0.0041554799718352218 0.0013822428685634095 0.0040275376626149077 0.0044568138471783522 0.0050300811783179035 0.0042758326059873196 0.0043932241041597609 0.0041838263568923792 0.0030232654556957288 0.0039809022085935996 0.0035563600391204206 0.0039717444840260937 0.0042484543327275352 0.0038743571982277282 0.0022785165806567401
leaf_weight=55 52 55 54 61 67 60 55 52 95 64 70 70 52 53 60 69 55 662 52 52 62 92 89 145 71 53
leaf_count=55 52 55 54 61 67 60 55 52 95 64 70 70 52 53 60 69 55 662 52 52 62 92 89 145 71 53
internal_value=0 0.00400701 0.00321916 0.00344293 0.00369852 0.00393544 0.00341756 0.00407223 0.0017224 0.00425515 0.00420133 0.00485019 0.00211829 0.00465597 0.00425042 0.00436652 0.00469572 0.00431508 0.00404097 0.00266917 0.00435795 0.00385525 0.00376073 0.00419768 0.00412559 0.0024826
internal_weight=0 2125 509 455 342 287 167 107 252 1616 1482 134 157 120 1427 918 124 794 509 113 724 233 181 276 216 105
internal_count=2377 2125 509 455 342 287 167 107 252 1616 1482 134 157 120 1427 918 124 794 509 113 724 233 181 276 216 105
is_linear=0
shrinkage=0.00209259


Tree=1065
num_leaves=17
num_cat=0
split_feature=1 1 12 124 12 15 447 14 12 15 151 133 13 123 0 393
split_gain=229.508 33.4476 23.9954 21.7404 11.4386 8.91851 8.24651 8.97903 5.1703 4.71838 7.12294 5.44647 3.40045 7.6835 2.95348 2.48314
threshold=0.10538500000000002 0.13554500000000003 0.087245000000000003 -0.082254999999999981 0.11769500000000001 -0.41309499999999993 0.084065000000000015 0.062655000000000016 0.097755000000000022 0.03981500000000001 0.015440000000000001 -0.0039349999999999993 -0.0042049999999999995 0.084355000000000013 -0.090569999999999984 0.098330000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 -1 6 -3 7 9 -4 10 11 -5 13 -2 -11 -16
right_child=1 5 8 4 -6 -7 -8 -9 -10 14 -12 -13 -14 -15 15 -17
leaf_value=0.0024979390191846814 0.0010175814176348547 0.0015066144481251118 0.0037574024385529895 0.0034323039797350295 0.0028342707459958301 0.00024787669362985333 0.0029917516379174341 0.0049295876657332567 0.002738324673319607 0.0046312274020061262 0.0028990771138833185 0.0039571010121807974 0.0022028305821245554 0.0022328384388029567 0.0039801591195693271 0.0045116557860255336
leaf_weight=73 70 72 58 154 62 69 57 58 68 55 52 648 97 61 646 61
leaf_count=73 70 72 58 154 62 69 57 58 68 55 52 648 97 61 646 61
internal_value=0 0.00192118 0.0023315 0.00383676 0.00389126 0.000890826 0.0039291 0.003961 0.00320764 0.00392622 0.00379811 0.00385636 0.0018472 0.00158367 0.00406977 0.00402605
internal_weight=0 495 354 1866 1793 141 1731 1674 126 1616 854 802 228 131 762 707
internal_count=2361 495 354 1866 1793 141 1731 1674 126 1616 854 802 228 131 762 707
is_linear=0
shrinkage=0.00250084


Tree=1066
num_leaves=20
num_cat=0
split_feature=1 52 52 124 2 4 2 2 14 1 457 12 52 2 4 4 52 13 2
split_gain=704.004 148.08 67.9182 61.3338 39.9794 34.7487 26.2698 40.1819 17.0266 12.7357 9.16613 10.6069 8.24649 6.3494 6.18047 8.91495 4.65493 4.0406 2.7063
threshold=0.10335000000000001 -0.41304999999999997 0.13378000000000004 -0.076779999999999987 0.13106000000000004 0.054560000000000004 -1.0000000180025095e-35 0.10575500000000002 0.062655000000000016 0.13554500000000003 0.083415000000000017 0.099815000000000015 -0.062629999999999977 0.10836000000000003 -0.50547999999999982 -0.11205499999999999 1.0000000180025095e-35 -0.047309999999999998 0.09857500000000001
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 -1 6 8 -3 -8 10 -6 11 14 -9 16 -5 -16 -7 -13 -19
right_child=1 2 -4 5 9 13 7 12 -10 -11 -12 17 -14 -15 15 -17 -18 18 -20
leaf_value=0.0025575897828211086 0.0049722337257313825 0.00036875331359638306 0.0034484021061681998 0.0056937396980681993 0.00072490653913704251 0.0037264456251060278 0.0035592013097884077 0.00045347740445951258 0.0060343354487973058 -0.00072338597204663275 0.0040873031373995054 0.0037700571648965364 0.0016616885879873538 0.0032560591734813547 0.003991427437564107 0.0049229120495758675 0.0046138089694654685 0.004824682189931857 0.0041334943531541966
leaf_weight=73 62 95 61 52 52 72 53 52 61 86 94 53 72 71 58 1111 57 73 53
leaf_count=73 62 95 61 52 52 72 53 52 61 86 94 53 72 71 58 1111 57 73 53
internal_value=0 0.00161563 0.00117373 0.00463335 0.000835243 0.00471968 0.00134914 0.00187519 0.00483633 -0.000177474 0.0047874 0.00483439 0.00115522 0.0038126 0.00491153 0.00487672 0.00411873 0.00430804 0.00453414
internal_weight=0 533 471 1828 410 1755 272 177 1555 138 1494 1400 124 200 1221 1169 129 179 126
internal_count=2361 533 471 1828 410 1755 272 177 1555 138 1494 1400 124 200 1221 1169 129 179 126
is_linear=0
shrinkage=0.00231039


Tree=1067
num_leaves=19
num_cat=0
split_feature=4 52 13 3 41 52 150 51 51 52 48 4 4 52 3 15 12 13
split_gain=5.84921 10.7931 9.02645 5.14721 3.69544 3.86786 7.10106 5.66888 4.52974 4.73144 4.75192 3.98343 3.56159 2.83393 3.37649 5.24219 2.99369 2.28633
threshold=0.30163500000000004 0.055990000000000005 -0.087894999999999987 -0.015794999999999997 0.075585000000000013 -0.048309999999999992 0.093625000000000014 -0.17169499999999996 -0.091149999999999981 -0.082824999999999996 0.088035000000000016 -0.15805499999999997 -0.088499999999999981 0.51524500000000006 -0.060614999999999995 -1.0000000180025095e-35 0.084160000000000013 -0.0016149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 17 -9 10 -10 -7 -13 14 16 -16 -14 -1
right_child=1 -3 3 -5 -6 11 -8 8 9 -11 -12 12 13 -15 15 -17 -18 -19
leaf_value=0.0010821436790992541 -0.0028997825228527494 0.0025662314935303186 0.0016317058040122834 -0.0010025578974512724 0.0022997267488668312 0.0028156289249460309 -0.0019078619464464098 -0.00095145420986375118 0.00158415343218434 -0.00076242073400635123 -0.00039558070192859926 -0.00054175533005535923 -1.9862958999946129e-05 -0.00024056269719246226 0.0012449731114485096 0.0038400351445989564 0.0011980654397230608 0.0030582174436603235
leaf_weight=52 65 56 62 77 97 63 52 93 232 79 74 61 104 65 105 55 912 57
leaf_count=52 65 56 62 77 97 63 52 93 232 79 74 61 104 65 105 55 912 57
internal_value=0 -7.97517e-05 -0.000806456 0.000171915 0.00100199 0.000939141 0.000501987 0.00071559 0.000396059 0.000721751 0.00110516 0.00114373 0.00106278 0.00114171 0.00121817 0.00213748 0.00107332 0.00211617
internal_weight=0 260 204 139 2101 2004 639 587 478 385 306 1365 1302 1241 1176 160 1016 109
internal_count=2361 260 204 139 2101 2004 639 587 478 385 306 1365 1302 1241 1176 160 1016 109
is_linear=0
shrinkage=0.00680503


Tree=1068
num_leaves=13
num_cat=0
split_feature=10 39 16 124 13 51 1 16 3 15 15 1
split_gain=7.70699 5.49577 2.86066 5.34098 3.55626 4.09022 4.78861 7.1596 3.47503 1.78678 2.47842 1.41244
threshold=-0.089679999999999982 0.10076500000000001 -0.4714549999999999 -0.077084999999999987 -0.16392499999999996 0.14163500000000004 0.10384000000000002 -0.062394999999999992 0.095555000000000015 -0.19301999999999997 -0.040804999999999994 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 11 -5 6 8 -8 -6 -2 -11 -4
right_child=1 -3 3 4 5 -7 7 -9 -10 10 -12 -13
leaf_value=-0.0016203325000517998 0.0026884163507621146 -0.00082442331788794721 8.1120683355413511e-05 -0.00054757131866670745 0.0010311876990426385 0.0026291866344499487 0.0019070823520253351 -0.00099890486227168212 -0.00072130046516597228 0.00039304943672770741 0.002296865571339199 -0.0014726462683624876
leaf_weight=61 53 91 52 77 1555 60 53 131 52 70 54 52
leaf_count=61 53 91 52 77 1555 60 53 131 52 70 54 52
internal_value=0 0.000781963 0.000848171 0.000777247 0.000856704 0.000915159 0.000857698 -0.000161467 0.000974436 0.00166199 0.00122271 -0.000695078
internal_weight=0 2300 2209 2032 1928 1851 1791 184 1607 177 124 104
internal_count=2361 2300 2209 2032 1928 1851 1791 184 1607 177 124 104
is_linear=0
shrinkage=0.0066716


Tree=1069
num_leaves=13
num_cat=0
split_feature=10 39 9 1 133 13 1429 150 43 49 42 13
split_gain=5.3316 4.12833 3.36898 2.79974 2.77123 4.69182 4.36573 3.81599 2.49304 3.9869 3.58446 2.91962
threshold=-0.089679999999999982 0.11214000000000002 -1.0000000180025095e-35 0.13522500000000001 0.082925000000000013 -0.16392499999999996 0.084690000000000015 0.11213000000000002 -0.093419999999999989 0.11580500000000001 -0.012054999999999998 -0.087359999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 10 11 -6 -10
right_child=1 -3 3 -5 8 6 -8 -9 9 -11 -12 -13
leaf_value=-0.0013476471264716992 -0.00095188828976947774 -0.0011895513403484836 -0.001214628357419845 0.0020380767076350883 0.00096041291766004019 0.00077539370095619444 -0.00092555143016322138 -0.0010524381489790502 0.0021891331796561045 -0.00087125948323422552 0.0031195282910946288 0.00079720300694197078
leaf_weight=61 54 53 66 71 86 1229 78 53 80 55 57 418
leaf_count=61 54 53 66 71 86 1229 78 53 80 55 57 418
internal_value=0 0.000650372 0.000693802 0.000734358 0.000690703 0.000522165 0.000606503 0.000699773 0.00103591 0.000832626 0.00182154 0.00102095
internal_weight=0 2300 2247 2193 2122 1426 1360 1282 696 553 143 498
internal_count=2361 2300 2247 2193 2122 1426 1360 1282 696 553 143 498
is_linear=0
shrinkage=0.0066716


Tree=1070
num_leaves=20
num_cat=0
split_feature=1 1 16 47 12 124 0 160 16 124 1 1 158 13 0 0 0 0 160
split_gain=281.14 55.3314 33.3964 27.686 20.0017 15.6514 12.5177 12.7409 10.8537 9.85738 16.3216 5.8347 5.35349 4.67208 5.16905 12.812 4.65156 3.39275 2.09449
threshold=0.11846000000000002 0.10205500000000002 0.12292000000000002 0.085505000000000012 0.089475000000000013 -0.080389999999999989 -0.066849999999999979 -0.080844999999999986 -0.019749999999999993 -1.0000000180025095e-35 0.14123000000000005 0.07635500000000002 0.07968500000000002 0.078685000000000019 -0.14151499999999997 -0.10417499999999999 -0.097604999999999983 -0.026509999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 9 8 -1 12 -8 -3 -2 -11 17 13 14 -7 -16 -14 -9 -18
right_child=3 2 -4 -5 -6 6 7 11 -10 10 -12 -13 16 -15 15 -17 18 -19 -20
leaf_value=0.002621663641643345 0.0013559828211071384 0.0022519212214206765 0.0040128983007188847 0.0022422841633539308 0.0033499215355164281 0.0044195975972249647 0.0023193857170131149 0.0036037570096540935 0.00098967692596920918 0.00086186193987926199 -0.00083253268773023157 0.0041798340779427203 0.0048433183754116793 0.0032835284503805861 0.0027039950694842199 0.0038923001164467503 0.0043475244799970987 0.0028661532932021884 0.0036882900080592276
leaf_weight=64 54 100 77 71 62 92 54 99 61 76 54 67 57 78 53 1082 53 54 56
leaf_count=64 54 100 77 71 62 92 54 99 61 76 54 67 57 78 53 1082 53 54 56
internal_value=0 0.00361204 0.00267442 0.000992138 0.00221214 0.00376751 0.00380953 0.00334641 0.00177384 0.000509608 0.000157843 0.00359838 0.00389577 0.00384488 0.00388055 0.00383683 0.00429568 0.00334359 0.00400907
internal_weight=0 2109 300 255 223 1809 1745 274 161 184 130 220 1471 1305 1227 1135 166 153 109
internal_count=2364 2109 300 255 223 1809 1745 274 161 184 130 220 1471 1305 1227 1135 166 153 109
is_linear=0
shrinkage=0.00235659


Tree=1071
num_leaves=14
num_cat=0
split_feature=4 51 0 0 4 448 0 4 12 0 12 4 51
split_gain=11.9601 4.25861 4.64024 7.34311 3.82002 6.49542 5.06603 4.1328 3.86966 4.11165 3.42667 1.10279 2.08924
threshold=0.59999500000000017 0.15177500000000002 0.0037850000000000002 0.048285000000000008 0.26450500000000005 -0.076874999999999985 -0.22984499999999997 0.40473500000000007 0.11999500000000002 -0.13314999999999996 -1.0000000180025095e-35 -0.44205499999999992 -0.04652499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -6 9 -8 -9 12 -5
right_child=-2 -3 3 11 7 6 8 10 -10 -11 -12 -13 -14
leaf_value=0.0028838140399359319 -0.0023488325317117136 -0.001007094987419804 -0.0021481775748757076 -7.6091719289595063e-05 -0.0014754447432617978 0.0025774947954783525 -0.0003183015835128478 0.0016788346391361695 0.0022730943262506765 0.00072354458939246323 -0.00026558948745016356 -0.00026036458727865807 0.0016197596272444399
leaf_weight=53 52 60 54 52 56 53 152 53 54 1527 88 56 54
leaf_count=53 52 60 54 52 56 53 152 53 54 1527 88 56 54
internal_value=0 0.000581324 0.000623673 -0.000218223 0.000713022 0.000798693 0.00073678 -8.63886e-05 0.000680449 0.000629188 0.000464836 0.000424696 0.000787224
internal_weight=0 2312 2252 216 2036 1839 1786 197 1733 1679 141 162 106
internal_count=2364 2312 2252 216 2036 1839 1786 197 1733 1679 141 162 106
is_linear=0
shrinkage=0.00604267


Tree=1072
num_leaves=24
num_cat=0
split_feature=1 12 1 3 43 15 2 13 12 3 2 3 159 1 16 158 12 12 1 42 15 13 16
split_gain=455.57 105.309 54.6655 36.0072 30.8588 23.3767 19.5319 14.7118 12.5681 9.92516 9.22956 7.68296 6.70456 6.23986 5.4627 4.48575 4.1218 4.06806 3.32106 2.53633 2.03168 1.84331 1.16497
threshold=0.11846000000000002 0.077755000000000005 0.10538500000000002 0.30112000000000005 -0.074359999999999996 -0.18708499999999997 0.090000000000000011 -0.10099999999999999 0.11769500000000001 0.091170000000000015 0.090790000000000023 -0.0047649999999999993 0.018290000000000004 0.081315000000000012 0.0060650000000000009 0.080150000000000013 0.09202500000000001 0.089605000000000018 0.091785000000000019 0.079170000000000004 0.08765000000000002 -0.067389999999999992 -0.054549999999999994
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=1 2 4 5 -1 -2 7 -3 12 10 -6 -4 13 16 15 18 22 -16 20 -18 -9 -20 -8
right_child=3 6 11 -5 9 -7 8 14 -10 -11 -12 -13 -14 -15 17 -17 19 -19 21 -21 -22 -23 -24
leaf_value=0.002527074078114411 0.0008115654153331781 0.0052296055529249298 0.0014569357811978273 -5.1481403476429761e-05 0.0047858904290918108 0.0021986498715462137 0.0039810509371061001 0.0042988214955151519 0.0029270702131821307 0.0033600981992743663 0.0037223581635599866 0.0023828115789237352 0.0043902047236873973 0.0033128454344252792 0.0042060590985149981 0.004653020263936325 0.0035462335878691667 0.0035122239415848922 0.004119191396759047 0.0039267184610760316 0.0040566816766628554 0.003598521680507177 0.0043406855866086769
leaf_weight=92 84 52 59 72 58 99 69 487 57 84 65 78 83 84 55 85 123 76 52 145 182 52 71
leaf_count=92 84 52 59 72 58 99 69 487 57 84 65 78 83 84 55 85 123 76 52 145 182 52 71
internal_value=0 0.00384226 0.00299586 0.0011064 0.00345932 0.00156207 0.00406283 0.00422576 0.00379442 0.00387355 0.00422403 0.00198423 0.00388037 0.00379432 0.00417296 0.00422932 0.00389339 0.00380369 0.0041827 0.00375217 0.00423298 0.00385906 0.00416358
internal_weight=0 2109 436 255 299 183 1673 1041 632 207 123 137 575 492 989 858 408 131 773 268 669 104 140
internal_count=2364 2109 436 255 299 183 1673 1041 632 207 123 137 575 492 989 858 408 131 773 268 669 104 140
is_linear=0
shrinkage=0.00193323


Tree=1073
num_leaves=30
num_cat=0
split_feature=1 1 12 123 47 2 2 12 42 2 0 0 2 160 160 16 42 43 16 475 2 157 16 43 2 43 131 42 2
split_gain=521.22 81.7531 59.6547 45.0271 25.6626 23.636 18.855 12.0526 10.8983 7.32337 8.58471 7.62084 6.54827 5.43685 8.64918 8.36994 4.96712 10.2626 4.1531 3.559 3.13952 3.10889 2.80579 2.7424 2.58493 2.30196 3.21944 2.01901 1.62403
threshold=0.10538500000000002 0.12450500000000002 0.087245000000000003 0.081990000000000021 0.08265500000000002 0.090000000000000011 0.13443000000000002 0.11769500000000001 0.077855000000000021 0.074875000000000011 -0.090889999999999985 -0.099059999999999995 0.10859000000000001 -0.087939999999999977 0.030935000000000004 0.40052000000000004 0.08400500000000001 -0.085474999999999982 0.23993500000000004 -0.084444999999999978 0.08647500000000001 -0.0066899999999999989 0.19022000000000003 0.0032700000000000003 0.085525000000000004 -0.040789999999999993 0.08956500000000002 0.065960000000000019 0.084275000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 6 9 -3 8 13 10 -1 24 -2 -7 15 -15 19 -18 -4 -13 -19 -10 23 -23 -11 26 -12 -27 -21
right_child=1 4 18 -5 -6 7 -8 -9 21 11 25 16 -14 14 -16 -17 17 20 -20 28 -22 22 -24 -25 -26 27 -28 -29 -30
leaf_value=0.0044983718104873484 0.0032620327277206635 0.0020732088756092379 0.0043781334816743655 0.0036409943166878424 0.003066980941347143 0.0054682965523519585 0.00055374757951724728 0.0040778344486989233 0.005904664193054061 0.0065813700775625679 0.004896544976515196 0.0063178797291139344 0.0023777121690970785 0.0042499203018337376 0.0053787375572976557 0.0052264052243537395 0.0045411667010231875 0.0058282076996554726 0.0052171183947757969 0.0059877847845380026 0.0053171946703597355 0.0056135745399957023 0.0048871557461648328 0.0050602275102519202 0.005893270731505436 0.0059386104096156717 0.0055515763290054938 0.0054178131328977653 0.005600344163706447
leaf_weight=52 65 76 62 74 52 62 79 54 57 54 64 52 103 150 77 58 54 128 52 70 106 149 53 61 52 67 83 79 219
leaf_count=52 65 76 62 74 52 62 79 54 57 54 64 52 103 150 77 58 54 128 52 70 106 149 53 61 52 67 83 79 219
internal_value=0 0.00278242 0.00354518 0.00530638 0.00174319 0.0053748 0.00129892 0.00506919 0.00514942 0.0055788 0.00531612 0.00570206 0.00272 0.00488152 0.00475379 0.00452232 0.00561069 0.00539897 0.00476103 0.00578943 0.00559682 0.00543985 0.00533902 0.00545295 0.00624403 0.00546117 0.00526655 0.00565697 0.00569427
internal_weight=0 489 282 1875 207 1801 155 721 667 1080 345 735 168 347 285 208 629 288 114 341 234 320 263 210 106 293 147 146 289
internal_count=2364 489 282 1875 207 1801 155 721 667 1080 345 735 168 347 285 208 629 288 114 341 234 320 263 210 106 293 147 146 289
is_linear=0
shrinkage=0.00217713


Tree=1074
num_leaves=13
num_cat=0
split_feature=1 4 49 49 4 49 1455 482 49 1 0 132
split_gain=14.7996 5.58287 9.1755 5.92988 3.63972 4.18764 2.78681 3.00591 3.36295 3.62353 7.97149 3.01574
threshold=0.11846000000000002 0.51326500000000019 -0.045299999999999993 0.092470000000000011 -0.51253999999999988 -0.089819999999999983 -0.072959999999999983 0.089745000000000005 0.14121000000000003 0.095950000000000021 -0.14454499999999995 -0.0093349999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 -7 8 9 11 -11 -8
right_child=1 -3 3 -5 5 6 7 -9 -10 10 -12 -13
leaf_value=-0.00059094350352992524 -0.0023737342202005585 -0.0022358437059455962 0.0019482664715863617 -0.00085163469636663285 0.0024326637450774254 0.0022369975660815607 0.0019049753229681099 -0.00042158346630904786 0.0026550860095078898 -0.0014528633840559361 0.00095124800079014987 0.0010061818457722963
leaf_weight=56 52 67 83 53 96 79 183 63 53 79 233 1267
leaf_count=56 52 67 83 53 96 79 183 63 53 79 233 1267
internal_value=0 -0.000614651 -3.65144e-05 0.000856615 0.00105347 0.00109836 0.00103287 0.000982182 0.00103095 0.000982053 0.000342291 0.00111966
internal_weight=0 255 188 136 2109 2053 1957 1878 1815 1762 312 1450
internal_count=2364 255 188 136 2109 2053 1957 1878 1815 1762 312 1450
is_linear=0
shrinkage=0.00654078


Tree=1075
num_leaves=11
num_cat=0
split_feature=0 3 3 3 11 0 14 3 3 151
split_gain=5.74822 12.4714 6.23462 5.1389 5.4925 4.4136 5.79411 3.32944 3.96149 2.52325
threshold=0.10396000000000001 -0.13795999999999997 0.41303000000000006 -0.16324999999999998 0.079915000000000014 -0.18560999999999997 -0.074569999999999984 0.10812000000000001 0.083605000000000013 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 9 -7 8 -8 -5
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.0013199054656939302 0.0012837126447001049 -0.0031192288494773252 0.0033595695820057715 0.0012212532790072637 0.0030444933053539814 -0.0014280210753020602 0.0008700926433828993 -0.00045250720075026504 0.0028169357115718674 0.0033900255177207474
leaf_weight=52 76 56 52 56 60 57 1801 92 54 52
leaf_count=52 76 56 52 56 60 57 1801 92 54 52
internal_value=0 -0.000583629 0.000935711 0.000879004 0.000931683 0.000871624 0.000796431 0.000861593 0.000926807 0.00226618
internal_weight=0 132 2276 2224 2172 2112 2004 1947 1855 108
internal_count=2408 132 2276 2224 2172 2112 2004 1947 1855 108
is_linear=0
shrinkage=0.00707995


Tree=1076
num_leaves=11
num_cat=0
split_feature=40 376 14 12 12 3 16 3 151 49
split_gain=4.10209 3.49895 4.67712 7.06484 6.23615 4.18016 3.54378 3.14452 6.38541 5.6894
threshold=-0.084904999999999994 0.084545000000000009 -0.31455999999999995 -0.10853999999999998 -0.011819999999999999 -0.18766499999999997 -0.07662999999999999 0.11745500000000002 -0.15243999999999999 -0.025549999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 8 -7 -9
right_child=1 -3 3 4 5 7 -8 9 -10 -11
leaf_value=-0.00068099686268740362 -0.0010473907436653008 0.0019258738544452442 0.0027032351988542499 0.00024841228907029542 -0.00056890537788727776 0.0027549336211804914 -0.0019949148523333952 0.0012280944947373894 0.00074149278082922317 -0.001568066530580554
leaf_weight=89 62 81 63 55 96 62 52 52 1737 59
leaf_count=89 62 81 63 55 96 62 52 52 1737 59
internal_value=0 0.000667039 0.000621448 0.000669028 0.000608346 0.000685697 -0.000841188 0.00074879 0.00081092 -0.00025756
internal_weight=0 2319 2238 2176 2113 2006 107 1910 1799 111
internal_count=2408 2319 2238 2176 2113 2006 107 1910 1799 111
is_linear=0
shrinkage=0.00616352


Tree=1077
num_leaves=15
num_cat=0
split_feature=51 1429 42 16 3 9 2 3 51 3 51 401 4 15
split_gain=3.9705 2.31808 5.61667 3.79582 3.75491 3.81562 3.1435 6.06845 6.46126 7.64568 5.77182 4.41942 6.81713 6.14317
threshold=0.15397000000000002 0.08103500000000001 0.085495000000000015 0.022165000000000004 -0.18766499999999997 -1.0000000180025095e-35 0.085775000000000004 -0.12077499999999998 0.0089800000000000019 -0.011659999999999998 0.11728000000000001 0.080710000000000018 -0.26545999999999997 0.046165000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 7 -7 9 -9 11 12 -8 -13
right_child=-2 2 -4 -5 5 6 10 8 -10 -11 -12 13 -14 -15
leaf_value=-0.00099965939493963977 -0.0014850118385573837 0.0011851186150430035 -0.00056863457362556647 0.0036341050503576246 -0.0010810817048159691 0.0036649395548749653 0.0029595800273256772 0.0008906904390958457 -0.0017061806446627653 0.0037927043929941407 0.0027462577897409603 -0.0028725625824779777 0.00036179961177685991 0.00079028400175489922
leaf_weight=84 52 90 60 68 72 54 66 615 52 61 66 58 956 54
leaf_count=84 52 90 60 68 72 54 66 615 52 61 66 58 956 54
internal_value=0 0.000698196 0.00146634 0.00223964 0.000619834 0.000686105 0.000750344 0.00113606 0.000948363 0.00115268 0.000498916 0.000368045 0.000529644 -0.0011058
internal_weight=0 2356 218 158 2138 2054 1982 782 728 676 1200 1134 1022 112
internal_count=2408 2356 218 158 2138 2054 1982 782 728 676 1200 1134 1022 112
is_linear=0
shrinkage=0.00781684


Tree=1078
num_leaves=11
num_cat=0
split_feature=0 9 0 0 150 147 39 133 0 11
split_gain=3.00932 5.36222 3.40441 3.35286 2.63659 2.88333 2.95848 4.21719 2.61634 2.23715
threshold=0.10396000000000001 -0.074254999999999988 0.047740000000000012 0.0037850000000000002 0.116995 0.086295000000000011 0.081875000000000017 0.084675000000000014 -0.20489499999999997 0.077695000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 -3 -2
right_child=9 2 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0025770669776510199 -0.0012512540108874099 0.001768520234961143 0.002155252392824639 -0.0011688501922508716 -0.00070940975400570882 0.0017758470490349355 0.00035236759646007623 -0.0018705392513383235 0.00049488427184978326 0.0005098164929680626
leaf_weight=55 77 75 52 57 81 78 118 56 1704 55
leaf_count=55 77 75 52 57 81 78 118 56 1704 55
internal_value=0 0.000518952 0.000467954 0.000427469 0.000470585 0.000517681 0.000467395 -0.000362641 0.000548619 -0.000516935
internal_weight=0 2276 2221 2169 2112 2031 1953 174 1779 132
internal_count=2408 2276 2221 2169 2112 2031 1953 174 1779 132
is_linear=0
shrinkage=0.0066716


Tree=1079
num_leaves=27
num_cat=0
split_feature=1 3 2 3 13 4 3 4 1 13 157 2 160 4 157 51 13 1447 402 13 2 133 52 4 49 13
split_gain=275.221 65.3701 20.2783 22.9382 17.4055 17.3912 16.3921 15.6926 11.993 7.51837 10.1687 11.278 8.75646 5.79336 8.8869 5.24076 6.04115 3.86245 3.47714 4.99347 4.34081 3.1005 2.9111 1.99012 1.96043 0.720831
threshold=0.10538500000000002 -0.06340999999999998 0.14271500000000001 0.077930000000000013 -0.011494999999999998 0.054560000000000004 0.30112000000000005 0.30163500000000004 0.083555000000000018 -0.081629999999999994 0.0041950000000000008 0.11366500000000002 0.049100000000000012 -0.17689999999999997 -0.060134999999999994 -0.023524999999999997 -0.086124999999999993 -0.0035149999999999995 -1.0000000180025095e-35 -0.08866499999999998 0.087855000000000003 0.092845000000000011 -0.085254999999999984 -0.018104999999999996 0.091235000000000011 -0.085784999999999986
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 7 3 4 -3 9 -5 23 21 15 11 12 13 -11 -15 16 -1 -17 -19 20 -20 24 -14 -2 -7 -21
right_child=1 2 -4 6 -6 8 -8 -9 -10 10 -12 -13 22 14 -16 17 -18 18 19 25 -22 -23 -24 -25 -26 -27
leaf_value=0.0050656329061117044 0.0039428328222455324 0.0017152027689388903 0.00045974095477294776 0.0031027150334002121 5.5210216629256154e-05 0.0039384208400899089 0.0014784790746514432 0.0022001918447869129 0.0023000357198438557 0.0043696203744100414 0.0046094708081595393 0.0027761485998502645 0.0035281109047108146 0.0030652583207674907 0.0038534949925412031 0.0043607073851012383 0.0040316596985931156 0.0043633994088594771 0.0037482568357228717 0.0042362599861352776 0.002939416400440742 0.0030496900859797484 0.0027767978923419717 0.0033108034320199144 0.0033747965500642457 0.0039082582253061162
leaf_weight=53 52 79 93 71 55 71 58 64 57 92 66 65 52 83 656 97 65 57 94 61 54 58 55 52 59 89
leaf_count=53 52 79 93 71 55 71 58 64 57 92 66 65 52 83 656 97 65 57 94 61 54 58 55 52 59 89
internal_value=0 0.00191891 0.0013692 0.0016907 0.00103404 0.00377489 0.00237263 0.00308363 0.00321142 0.0038591 0.00374679 0.00369 0.0037533 0.00383196 0.003765 0.00406968 0.00449628 0.00395826 0.00384823 0.00374961 0.0034533 0.00348761 0.00314215 0.00362705 0.00368281 0.00404181
internal_weight=0 524 356 263 134 1884 129 168 245 1639 1069 1003 938 831 739 570 118 452 355 298 148 188 107 104 130 150
internal_count=2408 524 356 263 134 1884 129 168 245 1639 1069 1003 938 831 739 570 118 452 355 298 148 188 107 104 130 150
is_linear=0
shrinkage=0.00226508


Tree=1080
num_leaves=18
num_cat=0
split_feature=3 3 3 484 1 51 52 151 3 4 3 42 42 16 16 52 15
split_gain=12.3819 4.83274 6.64346 4.25224 4.2279 6.24702 4.10545 3.63608 4.6033 2.41397 3.19741 4.59118 2.75307 1.70347 2.78371 1.24331 0.927155
threshold=0.31534000000000006 0.12991000000000003 0.10924500000000002 -0.084699999999999984 0.090670000000000014 -0.18315999999999996 -0.016219999999999995 -0.087374999999999994 -0.046329999999999989 0.0053900000000000016 -0.086424999999999988 0.087550000000000017 -0.071044999999999983 -0.10803999999999998 -0.0070899999999999991 -0.10271999999999999 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 9 -6 15 -7 -9 10 11 -5 -12 16 -15 -1 -11
right_child=-2 -3 -4 4 5 7 -8 8 -10 13 12 -13 -14 14 -16 -17 -18
leaf_value=4.0030073447695159e-05 -0.0022477745962469309 0.0024275018782817437 -0.0018426467104247326 9.9467585319630222e-05 0.0021268315719382585 -0.0018561846076302017 0.0028256437288742965 0.00051801488106107026 -0.00084226559435509045 0.0012631425921681683 0.0026649404992245525 0.0021464691878198437 0.0010438264431892866 -0.0016632430899338111 0.0004795142223034164 0.0014135807532008116 4.4524176426776057e-05
leaf_weight=57 75 69 54 356 63 56 78 319 192 64 55 62 623 53 65 72 57
leaf_count=57 75 69 54 356 63 56 78 319 192 64 55 62 623 53 65 72 57
internal_value=0 0.000618033 0.000561911 0.000621727 0.000521989 5.31773e-05 0.00156815 -0.000177098 6.76644e-06 0.000743171 0.000881012 0.000403267 0.00117544 0.000110752 -0.000482283 0.000807237 0.000689695
internal_weight=0 2295 2226 2172 1965 630 207 567 511 1335 1096 418 678 239 118 129 121
internal_count=2370 2295 2226 2172 1965 630 207 567 511 1335 1096 418 678 239 118 129 121
is_linear=0
shrinkage=0.00694113


Tree=1081
num_leaves=17
num_cat=0
split_feature=3 13 2 1 4 3 3 4 43 124 1 160 3 43 4 4
split_gain=8.5656 3.70242 4.8298 8.73605 4.76752 13.3093 12.0621 9.8801 5.7956 4.50875 3.47347 3.08164 3.36585 2.7146 2.54485 2.38542
threshold=0.31534000000000006 -0.15956499999999998 -0.0091949999999999983 0.11189500000000001 -0.033449999999999987 -0.038414999999999998 -0.00094999999999999989 0.049545000000000006 -0.22778999999999996 -0.085124999999999992 0.11239500000000001 -0.075414999999999982 -0.085824999999999985 -0.09008999999999999 -0.050564999999999992 -0.42305999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 9 -8 -4 -6 -9 13 -13 -11 15 -10
right_child=-2 2 4 -5 6 -7 7 10 14 11 -12 12 -14 -15 -16 -17
leaf_value=0.0018670479470690522 -0.0017616689434525182 -0.0026310697005015016 -0.0012573997850719961 0.00094305981378025271 0.0022824600218533568 0.0030922395974481332 -0.0035340150778251358 0.0008861624992766617 0.0017103241316049991 0.0022375562533527111 -0.0014512681866257198 -0.00074110392970210221 0.00041052554900593079 0.0006176323572896845 0.0018149318562976306 0.00048973869487016182
leaf_weight=80 75 59 68 58 57 100 60 57 76 53 52 154 368 270 83 700
leaf_count=80 75 59 68 58 57 100 60 57 76 53 52 154 368 270 83 700
internal_value=0 0.000484418 0.000434449 -0.000858682 0.000506597 0.000825026 0.000201185 -0.00140234 0.000580375 0.000501701 -0.000228301 0.000381496 7.0639e-05 0.000883657 0.000725938 0.000609371
internal_weight=0 2295 2215 117 2098 1027 1071 169 927 902 109 845 522 323 859 776
internal_count=2370 2295 2215 117 2098 1027 1071 169 927 902 109 845 522 323 859 776
is_linear=0
shrinkage=0.00654078


Tree=1082
num_leaves=25
num_cat=0
split_feature=4 40 2 15 4 2 156 160 376 15 160 4 4 156 2 2 15 1429 47 160 4 402 2 2
split_gain=251.15 104.32 56.6601 27.9655 23.7784 19.0302 28.4815 17.562 12.6764 12.6089 21.5277 12.5254 9.90083 9.32584 5.92447 8.43842 4.61267 3.80302 3.42851 3.36027 1.52257 2.1788 1.39435 1.08052
threshold=0.30163500000000004 -0.026419999999999996 0.13733000000000004 0.029300000000000003 -0.11205499999999999 0.10124000000000001 0.10208000000000002 -1.0000000180025095e-35 0.080200000000000007 -0.0073899999999999999 -0.010204999999999997 0.032965000000000001 -0.013125 0.050840000000000003 0.12827000000000002 0.10244500000000002 0.091230000000000019 0.083840000000000012 0.11043500000000002 0.0065900000000000012 -0.085474999999999982 -0.020594999999999999 0.082885000000000014 0.08400500000000001
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 8 3 5 -5 9 11 -2 -1 13 -11 12 -7 18 15 -9 20 -15 -3 22 23 -22 -18 -6
right_child=7 2 -4 4 16 6 -8 14 -10 10 -12 -13 -14 17 -16 -17 19 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00207634256321908 0.0017807573844624519 0.0033471627131008872 0.001203353283727328 0.0049039347730511209 0.0040896925819185956 0.0023912719113300691 0.003989138616554375 0.00026758164884117596 0.00082628479032822641 0.0016041516190205597 0.0034383201051460676 0.0028905638512210334 0.0011640083440744703 0.0036490761785418239 3.6497626332255218e-05 0.0014180651619433184 0.0030631998048895295 0.0043501536275178422 0.0028102771523052668 0.0038757084543720325 0.003987160352614769 0.0035171014940432762 0.0033871220023082749 0.0037070027939889918
leaf_weight=76 80 413 59 68 70 69 59 60 78 52 73 93 57 123 66 61 101 53 66 52 60 228 178 75
leaf_count=76 80 413 59 68 70 69 59 60 78 52 73 93 57 123 66 61 101 53 66 52 60 228 178 75
internal_value=0 0.00316863 0.00330494 0.00337054 0.00366934 0.00313554 0.00264603 0.000926951 0.00144335 0.00330998 0.00267549 0.00228409 0.00183627 0.00343102 0.000561563 0.00084777 0.00355942 0.00386033 0.00327324 0.00336518 0.00370786 0.00361511 0.00326994 0.00389191
internal_weight=0 2103 1949 1890 832 1058 278 267 154 780 125 219 126 655 187 121 764 176 479 331 433 288 279 145
internal_count=2370 2103 1949 1890 832 1058 278 267 154 780 125 219 126 655 187 121 764 176 479 331 433 288 279 145
is_linear=0
shrinkage=0.00217713


Tree=1083
num_leaves=13
num_cat=0
split_feature=10 13 40 12 4 0 4 0 0 132 4 4
split_gain=5.69384 4.57288 5.8626 4.91878 3.7068 9.84184 4.59212 4.20866 7.4583 3.13328 2.05563 2.32657
threshold=0.058500000000000003 0.25694000000000006 -0.084709999999999994 -0.14718499999999998 -0.031874999999999994 -0.14012999999999998 -0.019114999999999997 -0.16242999999999996 -0.23141499999999995 0.078205000000000011 -0.04800999999999999 -0.5093899999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 8 -8 -9 11 -7
right_child=-2 -3 3 4 6 10 7 9 -10 -11 -12 -13
leaf_value=-0.0014690992028349645 -0.0019890550112882737 -0.0014191653891199377 0.0032014055286384482 0.0043714317589939175 -0.0016248295041483161 0.0023801608688832788 0.0011843819795961212 0.00090844357667430682 -0.0028214412480303533 -0.00062566342156234692 0.0022271931171116361 0.00068190118027861349
leaf_weight=78 55 68 55 57 69 57 60 792 63 99 71 846
leaf_count=78 55 68 55 57 69 57 60 792 63 99 71 846
internal_value=0 0.000658176 0.00072108 0.000799882 0.00073736 0.00108644 0.00040496 0.000543168 -0.000866675 0.00073789 0.000894109 0.000789196
internal_weight=0 2315 2247 2169 2114 1031 1083 1014 123 891 974 903
internal_count=2370 2315 2247 2169 2114 1031 1083 1014 123 891 974 903
is_linear=0
shrinkage=0.00813264


Tree=1084
num_leaves=13
num_cat=0
split_feature=3 14 11 3 3 16 2 2 3 2 3 16
split_gain=7.7406 5.82767 4.65562 3.81446 6.11083 7.01373 4.30175 5.14908 6.32953 3.91522 3.30294 1.79279
threshold=0.31343500000000007 -0.10708499999999999 0.092630000000000018 0.12745000000000004 0.091170000000000015 -0.046599999999999996 0.10161500000000002 -0.0091949999999999983 -0.038414999999999998 0.10912000000000001 -0.036844999999999996 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 -9 11 -11 -8
right_child=-2 2 -4 -5 5 -7 9 8 -10 10 -12 -13
leaf_value=0.0024393554165962196 -0.001715052241435125 -0.00095455745437053119 -0.0017321646555768294 0.0024751100654597613 0.00071054331642513924 -0.0030512479151485247 -0.0019868130271393628 0.00070605728445768056 0.0025269176092514441 0.00090928895473304768 -0.00099106687683769737 -0.00019805579745999128
leaf_weight=88 89 95 53 55 54 58 73 1372 117 189 71 56
leaf_count=88 89 95 53 55 54 58 73 1372 117 189 71 56
internal_value=0 0.000543334 0.000467214 0.000521723 0.000470156 -0.00123681 0.000567095 0.000740958 0.000849187 -0.000140665 0.000390037 -0.00121092
internal_weight=0 2281 2193 2140 2085 112 1973 1584 1489 389 260 129
internal_count=2370 2281 2193 2140 2085 112 1973 1584 1489 389 260 129
is_linear=0
shrinkage=0.0075133


Tree=1085
num_leaves=14
num_cat=0
split_feature=48 2 1 51 39 1 131 2 131 131 3 12 2
split_gain=11.3016 6.36101 5.76208 5.03243 4.79891 4.26978 2.75716 3.96427 3.52339 3.51017 2.67878 1.19472 0.75629
threshold=0.12118000000000002 -0.013254999999999998 0.12007000000000002 0.10446500000000002 0.099745000000000014 0.081540000000000015 0.094300000000000009 0.13574000000000003 0.10156500000000002 0.086300000000000016 0.11191000000000002 0.088745000000000004 0.082885000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 9 -8 10 -3 -11 -10
right_child=-2 3 -4 5 -6 -7 8 -9 12 11 -12 -13 -14
leaf_value=0.0038097341160458742 -0.0027211249171818978 0.00043122309888876138 0.00035119055329270606 0.00056676848421502153 -0.0016272733066968049 0.0030701826007840565 0.0030059434814432525 -0.0014293539774486875 1.0059571567205874e-05 -0.0018012685061780287 0.0020071958259520362 -0.00013170726776713545 0.0011585378141119791
leaf_weight=68 66 1485 52 87 72 80 54 75 62 53 69 52 81
leaf_count=68 66 1485 52 87 72 80 54 75 62 53 69 52 81
internal_value=0 0.000559628 0.00231173 0.0004627 0.000353953 0.00176651 0.000427869 0.000328246 0.00130433 0.000407754 0.000501252 -0.000975233 0.00066118
internal_weight=0 2290 120 2170 2003 167 1931 1734 197 1659 1554 105 143
internal_count=2356 2290 120 2170 2003 167 1931 1734 197 1659 1554 105 143
is_linear=0
shrinkage=0.00781684


Tree=1086
num_leaves=15
num_cat=0
split_feature=48 2 51 123 15 42 42 42 4 43 43 4 15 15
split_gain=7.81808 4.40193 4.01619 3.02292 2.85541 2.67232 2.80579 4.80467 3.47332 2.33547 1.19661 0.782441 0.507225 0.424571
threshold=0.12118000000000002 -0.023999999999999997 0.10446500000000002 0.090420000000000014 -0.37478999999999996 -0.093464999999999979 0.085790000000000019 0.08648500000000002 -0.1075 -0.079854999999999995 -0.073404999999999984 -0.032764999999999996 -0.10556999999999998 -0.077559999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -3 10 8 -8 -7 -4 11 -6 -1 -11
right_child=-2 2 9 -5 5 6 7 -9 -10 13 -12 -13 -14 -15
leaf_value=0.0011960795972975279 -0.0018201979447890805 -0.00092037354184229384 0.002295297219679891 0.0016141502611355435 0.00075428308968670046 -0.00096018811980204454 0.0022992309305981695 0.00031619594702562233 0.00010010209924024861 0.00036635958688231918 0.00026125412330895201 0.0017623667250789717 0.0020747867463937462 0.001141767550390023
leaf_weight=53 66 87 56 61 55 144 52 680 803 61 65 69 52 52
leaf_count=53 66 87 56 61 55 144 52 680 803 61 65 69 52 52
internal_value=0 0.000374363 0.000313902 0.000235822 0.000192781 0.000244661 0.000164833 0.000457159 -6.10538e-05 0.00124492 0.000953464 0.00131577 0.00163189 0.000723778
internal_weight=0 2290 2185 2016 1955 1868 1679 732 947 169 189 124 105 113
internal_count=2356 2290 2185 2016 1955 1868 1679 732 947 169 189 124 105 113
is_linear=0
shrinkage=0.00628679


Tree=1087
num_leaves=14
num_cat=0
split_feature=15 48 124 447 14 0 0 0 159 14 43 123 49
split_gain=201.482 75.0575 55.0377 38.1404 22.2052 52.0762 23.9167 18.1568 18.8883 16.9477 15.506 4.40139 4.10107
threshold=-0.25061999999999995 0.12118000000000002 -0.076779999999999987 0.084700000000000011 0.076175000000000007 -0.13314999999999996 -0.14803999999999998 -0.076539999999999983 0.083310000000000009 -0.44847999999999993 -0.0068249999999999986 0.084080000000000016 0.097085000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 11 4 5 6 -4 12 -9 -1 -11 -2 -7
right_child=1 -3 3 -5 -6 7 -8 8 -10 10 -12 -13 -14
leaf_value=0.0023004707399300541 0.0027427553399885043 0.0011599827628469947 0.0032299645096415613 0.0022499637763726504 0.0051772421305874379 0.0041731861497510299 0.0012526981188418992 0.0037923531175829066 0.0025691667440154138 -8.827232029005061e-05 0.0014620347460746249 0.001867310197629154 0.0036998231362068141
leaf_weight=55 55 62 88 78 70 1034 52 464 79 61 79 70 109
leaf_count=55 55 62 88 78 70 1034 52 464 79 61 79 70 109
internal_value=0 0.00366589 0.00373989 0.00383406 0.00389921 0.0038502 0.00249573 0.00396266 0.00361444 0.00121355 0.000786368 0.0022527 0.00412807
internal_weight=0 2161 2099 1974 1896 1826 140 1686 543 195 140 125 1143
internal_count=2356 2161 2099 1974 1896 1826 140 1686 543 195 140 125 1143
is_linear=0
shrinkage=0.00231039


Tree=1088
num_leaves=9
num_cat=0
split_feature=48 149 0 49 1 4 2 1455
split_gain=5.83183 3.80054 3.06956 4.11322 3.07876 7.58485 3.4354 3.39527
threshold=0.12118000000000002 0.079000000000000015 -0.23046999999999998 0.13087000000000001 0.14068500000000003 0.45363500000000007 -0.013254999999999998 0.10563500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=0.0019260340570727552 -0.0015515193570872321 0.0022842647661192308 0.0020797065851477321 -0.0014769511497284096 0.0018433486589741605 -0.0014559244385777023 0.00040237658436601513 0.002149791186979074
leaf_weight=64 66 54 62 52 72 96 1837 53
leaf_count=64 66 54 62 52 72 96 1837 53
internal_value=0 0.000500014 0.000456891 0.000413568 0.000459974 0.000411304 0.000503172 0.000451417
internal_weight=0 2290 2236 2172 2120 2048 1952 1890
internal_count=2356 2290 2236 2172 2120 2048 1952 1890
is_linear=0
shrinkage=0.00680503


Tree=1089
num_leaves=11
num_cat=0
split_feature=41 11 47 10 39 2 40 484 484 2
split_gain=3.06586 6.01485 4.00896 3.12204 4.92142 2.83941 4.19681 2.69516 2.95875 2.24913
threshold=0.075585000000000013 0.078340000000000007 0.11518500000000002 -0.074314999999999978 0.099745000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24534999999999998 0.041220000000000007 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 9 -8 -9 -7
right_child=1 -3 -4 4 -6 6 7 8 -10 -11
leaf_value=0.0016570252814953148 0.002261813965750612 -0.00030049064771562478 -0.00090962910990432014 -0.00071086998692542738 -0.001171546767519968 0.0023339428095951126 -0.00096365671467513701 0.00045688948993694945 -0.00019505496989116343 0.00063951356880572743
leaf_weight=57 74 53 94 84 76 54 54 1479 279 52
leaf_count=57 74 53 94 84 76 54 54 1479 279 52
internal_value=0 0.00119202 0.000264083 0.000315788 0.000278968 0.000334063 0.000379859 0.000314105 0.000353389 0.0015033
internal_weight=0 127 2229 2135 2078 2002 1918 1812 1758 106
internal_count=2356 127 2229 2135 2078 2002 1918 1812 1758 106
is_linear=0
shrinkage=0.00580803


Tree=1090
num_leaves=20
num_cat=0
split_feature=3 13 15 157 13 157 48 123 15 50 151 50 3 3 484 157 43 3 49
split_gain=7.24129 11.8719 6.0289 15.1166 5.83675 4.80625 3.87162 6.22585 7.04168 3.48707 4.49383 3.18706 2.9648 2.43772 1.64186 1.62328 1.50851 1.28907 1.27903
threshold=-0.14906999999999998 0.084330000000000016 -0.010414999999999999 -0.080299999999999996 -0.11255999999999998 -0.071119999999999989 0.10866500000000003 0.08969000000000002 -0.2987999999999999 1.0000000180025095e-35 -0.079329999999999984 0.10883000000000001 -0.086424999999999988 -0.012769999999999998 0.027540000000000002 -0.08577499999999999 0.0054600000000000004 -0.24190499999999995 0.082865000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 12 7 8 -7 10 -10 13 -2 14 16 -14 -6 -3 -11
right_child=2 17 3 4 11 6 -8 -9 9 18 -12 -13 15 -15 -16 -17 -18 -19 -20
leaf_value=0.0033211302785544697 0.00018423223355178508 0.00085003819812821621 -0.0029371950450815228 -0.0019977658954320591 0.00028144803272090336 -0.0015029418042871564 0.0015562759831740239 0.0023379680187239358 0.0011157184529413042 0.00062632528436341775 -0.00023150863647243311 -0.0012834746006691843 0.0013500313527066636 0.0015443754804673169 0.0012513886256474882 0.0027206795690833743 -0.00043543145330106591 -0.00053900754419782351 0.002019511343885384
leaf_weight=85 55 53 73 52 571 102 99 53 135 52 414 55 84 61 58 62 153 57 57
leaf_count=85 55 53 73 52 571 102 99 53 135 52 414 55 84 61 58 62 153 57 57
internal_value=0 0.00152115 0.000230158 -0.000125139 9.08735e-05 0.000556785 0.000358859 0.000212963 6.46821e-05 0.000307792 9.9652e-05 0.000211896 0.0014545 0.000309539 0.000213128 0.00193256 0.000129858 0.000129638 0.0013555
internal_weight=0 195 2136 1023 950 1113 912 813 760 658 549 898 201 843 782 146 724 110 109
internal_count=2331 195 2136 1023 950 1113 912 813 760 658 549 898 201 843 782 146 724 110 109
is_linear=0
shrinkage=0.00641253


Tree=1091
num_leaves=11
num_cat=0
split_feature=123 2 48 52 129 43 16 15 15 2
split_gain=4.19914 5.11151 4.31635 4.2928 3.0193 4.88389 3.12675 6.51988 3.84528 3.08887
threshold=0.092000000000000012 0.14823500000000003 0.10866500000000003 -0.0023449999999999994 -1.0000000180025095e-35 -0.50149499999999991 -0.4582 -0.24269999999999997 -0.042294999999999992 0.11366500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 8 -8 -7 -9
right_child=-2 -3 3 -5 5 6 7 9 -10 -11
leaf_value=-0.0014325077007573798 0.0019819717404930999 -0.0014465231447985832 0.0031687635024372132 0.00031697881268596782 0.0023568821828925165 0.0021646873949015136 -0.0017944592471538206 0.00032683262626765741 -0.00019464425486963782 -0.00089383729256367682
leaf_weight=52 73 85 52 54 56 88 82 1621 57 111
leaf_count=52 73 85 52 54 56 88 82 1621 57 111
internal_value=0 0.000256505 0.000323157 0.00171668 0.000251657 0.000295157 0.000236182 0.000156165 0.0012367 0.000248559
internal_weight=0 2258 2173 106 2067 2015 1959 1814 145 1732
internal_count=2331 2258 2173 106 2067 2015 1959 1814 145 1732
is_linear=0
shrinkage=0.00707995


Tree=1092
num_leaves=23
num_cat=0
split_feature=12 2 2 15 2 2 2 160 12 0 0 52 15 0 157 0 159 2 15 12 0 157
split_gain=224.778 87.467 52.8286 26.7272 31.2845 21.403 24.088 13.187 13.0876 14.0967 7.8562 7.65216 8.86416 7.45959 6.29952 5.74534 5.70788 7.08341 5.92947 5.77604 2.97111 2.23568
threshold=0.054520000000000006 0.14271500000000001 0.13443000000000002 -0.37478999999999996 0.10859000000000001 0.079570000000000016 0.093255000000000018 -0.072114999999999985 0.099815000000000015 0.024745000000000003 -0.13010499999999997 -0.080429999999999988 0.083185000000000023 -0.13314999999999996 -0.082509999999999986 -0.070064999999999975 0.065430000000000016 0.090225000000000014 -0.032704999999999991 0.088545000000000013 -0.087084999999999982 -0.087424999999999989
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 3 8 7 5 -5 -7 -1 9 14 -8 -10 15 -6 21 -13 17 20 -18 -19 -16 -2
right_child=2 -3 -4 4 13 6 10 -9 11 -11 -12 12 -14 -15 16 -17 18 19 -20 -21 -22 -23
leaf_value=0.0026335533899168682 0.0046084759234205248 0.00018420960577993523 0.0017728793050294372 0.0026243052434516832 0.0015696323511929695 0.0050235051583364995 0.002584417428440882 0.00085151621264835159 0.0045238856737183858 0.0054840183388313642 0.0039133732490018273 0.0036292149331209815 0.0042169003881161573 0.0028178351056363563 0.0047288738246879305 0.0025419503792367812 0.0043201263186104849 0.0033322520067131929 0.0032666668558570026 0.0042216266923233688 0.0043921358057907641 0.0052559798628567357
leaf_weight=52 82 88 52 96 71 90 53 52 78 76 59 74 88 52 250 52 72 58 63 221 494 58
leaf_count=52 82 88 52 96 71 90 53 52 78 76 59 74 88 52 250 52 72 58 63 221 494 58
internal_value=0 0.00249189 0.00425599 0.00287865 0.00315918 0.00359729 0.00405956 0.00174279 0.00433348 0.00443579 0.00328473 0.00385197 0.00360693 0.00209754 0.00437439 0.00318071 0.00431362 0.00437758 0.00382871 0.00403683 0.00450532 0.00487692
internal_weight=0 613 1718 525 421 298 202 104 1666 1374 112 292 214 123 1298 126 1158 1023 135 279 744 140
internal_count=2331 613 1718 525 421 298 202 104 1666 1374 112 292 214 123 1298 126 1158 1023 135 279 744 140
is_linear=0
shrinkage=0.00250084


Tree=1093
num_leaves=11
num_cat=0
split_feature=156 14 13 160 49 13 13 2 48 0
split_gain=4.52714 4.63066 3.451 3.18659 4.39426 3.81109 4.10926 3.98545 4.42127 3.26484
threshold=0.10499000000000001 -0.24758499999999997 -0.050149999999999993 -0.54119499999999987 -0.14764499999999997 -0.48634999999999995 -0.15078499999999997 -0.00097499999999999985 0.10866500000000003 -0.068669999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 -7 9 -9 -8
right_child=2 3 -4 4 5 6 7 8 -10 -11
leaf_value=-0.0015103607561421865 0.00037044832411405764 0.0017889361778947043 0.0023921514400137732 -0.0012656309356199782 0.0019934931636573922 -0.00092520302994267148 0.0025844006611765117 0.00024254171012615965 0.0016754420047348285 0.0004285314198847266
leaf_weight=52 58 57 72 65 53 96 55 1685 86 52
leaf_count=52 58 57 72 65 53 96 55 1685 86 52
internal_value=0 0.000306828 0.00149067 0.00035083 0.000311615 0.000362225 0.000318393 0.000381999 0.000312161 0.0015373
internal_weight=0 2201 130 2149 2092 2027 1974 1878 1771 107
internal_count=2331 2201 130 2149 2092 2027 1974 1878 1771 107
is_linear=0
shrinkage=0.00616352


Tree=1094
num_leaves=16
num_cat=0
split_feature=3 0 4 0 12 0 4 13 150 150 3 1 0 1 456
split_gain=4.93833 6.83319 6.27828 7.29779 3.97003 3.60879 9.19948 7.27632 6.20249 4.9193 3.51493 3.90914 2.76771 2.06142 1.63083
threshold=-0.14443999999999999 0.076335000000000014 -0.17689999999999997 -0.081344999999999987 -0.11875499999999999 -0.10120999999999998 -0.019114999999999997 -0.10099999999999999 0.08926000000000002 0.10874500000000002 -0.011659999999999998 0.10947000000000001 -0.14803999999999998 1.0000000180025095e-35 0.08733500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 6 -6 -7 12 10 14 -12 -8 -14 -9
right_child=1 -3 3 -5 5 7 8 9 -10 -11 11 -13 13 -15 -16
leaf_value=0.0025605047572010179 0.0017458765647637134 -0.0017440773307458232 0.0018776545347684232 -0.00093573949544375622 -0.0026687787263305978 -0.0018521301915866539 0.0013550082025170196 0.00021972304565000058 -0.0014650537161265027 0.0021669907231769633 0.002274492609276296 8.5914801914576075e-05 0.00073932143638196532 -0.00070166511836773518 0.001083702745231006
leaf_weight=77 65 63 64 71 52 53 94 1310 73 57 70 52 73 72 85
leaf_count=77 65 63 64 71 52 53 94 1310 73 57 70 52 73 72 85
internal_value=0 0.000216055 0.00118345 0.00039754 0.000276148 0.000228134 -0.000315671 0.000349836 7.63074e-05 0.000424022 0.000358489 0.00134218 0.00054737 2.33522e-05 0.000272413
internal_weight=0 2119 212 135 2056 1991 364 1627 312 1574 1517 122 239 145 1395
internal_count=2331 2119 212 135 2056 1991 364 1627 312 1574 1517 122 239 145 1395
is_linear=0
shrinkage=0.00604267


Tree=1095
num_leaves=17
num_cat=0
split_feature=15 13 123 148 15 132 123 160 474 150 13 15 16 16 15 16
split_gain=186.431 100.857 73.6118 33.1115 16.734 18.4121 14.3747 14.0866 11.5841 12.9972 7.88596 7.48363 5.40436 5.13467 4.06925 0.79333
threshold=-0.2987999999999999 -0.16392499999999996 1.0000000180025095e-35 -0.062044999999999996 0.0056700000000000006 0.082230000000000011 0.081180000000000016 -1.0000000180025095e-35 0.023345000000000001 0.08926000000000002 -0.009329999999999998 0.13106500000000001 -0.11010999999999999 -0.019749999999999993 -0.079109999999999986 -0.081934999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 15 3 -3 5 8 7 -1 9 -5 -4 12 -6 -14 -10 -2
right_child=1 2 10 4 11 -7 -8 -9 14 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0025900445833847915 0.0019587710275604494 0.0026348271598708897 0.00269642550899891 0.0037319213522793255 0.0046919233608555778 0.00289633841445975 0.00066542006931563657 0.0012345462625125284 0.004618893689252529 0.0027946206107421863 0.0017204326985692422 0.00335312957404438 0.0039737425933695164 0.0043652807852101226 0.0040063829069370864 0.0016232825665526041
leaf_weight=55 54 87 73 611 54 100 53 60 55 61 54 54 599 160 161 54
leaf_count=55 54 87 73 611 54 100 53 60 55 61 54 54 599 160 161 54
internal_value=0 0.00361286 0.00370794 0.00380121 0.0038559 0.00368366 0.00149901 0.00188301 0.0037723 0.00364687 0.0022816 0.00405215 0.00409855 0.00405631 0.00416244 0.00179122
internal_weight=0 2177 2069 1942 1855 988 168 115 888 672 127 867 813 759 216 108
internal_count=2345 2177 2069 1942 1855 988 168 115 888 672 127 867 813 759 216 108
is_linear=0
shrinkage=0.00193323


Tree=1096
num_leaves=18
num_cat=0
split_feature=31 0 14 16 0 16 3 1 159 13 39 1 151 16 3 0 16
split_gain=3.90362 3.71127 4.37499 2.69776 4.6856 3.98542 7.64474 4.13948 3.332 3.19173 3.23307 3.97148 2.13529 2.12103 4.07316 2.31221 2.49291
threshold=-0.018414999999999997 0.14486500000000005 -0.10708499999999999 -0.019164999999999998 -0.034179999999999995 0.15454000000000004 -0.055389999999999988 0.10124500000000002 0.087410000000000015 -0.17933499999999997 0.083495000000000014 0.10374500000000002 -0.086029999999999981 0.38845000000000002 -0.055009999999999996 -0.061654999999999995 0.51783000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 8 -8 12 -4 11 -11 -5 14 -7 -15 -17
right_child=1 -3 3 5 -6 13 7 -9 -10 10 -12 -13 -14 15 -16 16 -18
leaf_value=-0.001053372885552568 0.0018653673221236712 -0.0011392746009818411 -0.0010635536203282264 -4.8041681977147859e-05 0.0021667679593145792 0.00059568313179201801 0.0038621953351437523 0.0014083533832980604 -0.00042317807567240266 0.00028734148907757443 -0.00094364332769905537 0.0016267805286175818 0.001257381341315921 -0.00020513300645720755 -0.0017287584438619654 0.0020956571071489337 0.00036185030175500405
leaf_weight=64 97 52 70 61 52 68 53 56 80 991 75 96 261 83 53 59 74
leaf_count=64 97 52 70 61 52 68 53 56 80 991 75 96 261 83 53 59 74
internal_value=0 0.000520579 0.000559332 0.00049988 0.00031805 0.000775118 0.00112516 0.00260212 0.000724521 0.000239965 0.000318548 0.000405698 0.00100987 0.000244145 -0.000421906 0.000617568 0.00113149
internal_weight=0 2281 2229 2132 1284 848 511 109 402 1232 1162 1087 322 337 121 216 133
internal_count=2345 2281 2229 2132 1284 848 511 109 402 1232 1162 1087 322 337 121 216 133
is_linear=0
shrinkage=0.00628679


Tree=1097
num_leaves=13
num_cat=0
split_feature=1 39 14 454 1 133 48 48 484 48 52 12
split_gain=3.56665 3.95663 5.0304 3.25944 3.20341 6.89808 4.62286 3.53593 2.08174 2.93711 2.49141 2.10717
threshold=0.14967500000000003 0.10076500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096630000000000008 0.087445000000000009 -0.065224999999999991 0.084620000000000015 -0.084954999999999989 0.10184000000000001 -0.067394999999999983 -0.013764999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 -6 -8 10 11 -5 -10
right_child=-2 -3 3 4 5 -7 7 -9 9 -11 -12 -13
leaf_value=0.0019263545402963855 -0.0011909647060635374 -0.00095651419707036762 -0.0011097368566645716 0.00013354267560385124 0.00296158079781292 -0.00074783460772608588 0.00056665832439255171 0.0019756190262560512 0.0014578766559716029 -0.001096235314365041 0.0016865702923546846 0.00025768832138116669
leaf_weight=87 53 76 52 71 52 79 230 96 58 59 88 1344
leaf_count=87 53 76 52 71 52 79 230 96 58 59 88 1344
internal_value=0 0.00042601 0.000473455 0.000414052 0.000452234 0.000908052 0.0012543 0.000981769 0.000323607 0.000250659 0.000993494 0.000307386
internal_weight=0 2292 2216 2129 2077 457 378 326 1620 1461 159 1402
internal_count=2345 2292 2216 2129 2077 457 378 326 1620 1461 159 1402
is_linear=0
shrinkage=0.00616352


Tree=1098
num_leaves=18
num_cat=0
split_feature=10 43 13 3 43 159 475 484 51 3 52 3 13 3 1419 4 4
split_gain=4.58444 7.9021 2.75609 6.41093 2.84848 2.63782 3.2609 2.9143 5.13416 4.32637 2.71317 2.40568 2.84991 2.02823 1.64639 1.59925 1.01077
threshold=-1.0000000180025095e-35 -0.081694999999999976 0.046185000000000004 -0.13795999999999997 -0.23269999999999999 0.11389500000000001 -0.0034549999999999993 -0.070034999999999986 0.11794000000000002 -0.079519999999999993 -0.16371499999999997 -0.23303499999999996 0.095430000000000015 -0.085754999999999984 1.0000000180025095e-35 -0.021399999999999995 -0.068189999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 16 6 13 9 10 -8 -9 -6 -13 -5 15 -15 -4
right_child=2 -3 4 5 11 -7 7 8 -10 -11 -12 12 -14 14 -16 -17 -18
leaf_value=-0.0025690587800667598 0.0021027137847144596 0.00060468567725415205 6.6337283789839202e-05 8.2501084759737628e-05 0.00029890525700230504 -0.00070218464103510413 0.00032994392732238882 -0.00054889081363903886 0.0019925808014350137 -0.0018763708748539129 0.00042594328524301088 -0.00033381689971201248 -0.0021688544661242867 0.0024166834320447422 0.00045982208191366414 0.0011306896546060207 0.0012084718099308019
leaf_weight=55 88 65 59 60 79 79 90 120 75 54 1123 82 53 67 55 82 59
leaf_count=55 88 65 59 60 79 79 90 120 75 54 1123 82 53 67 55 82 59
internal_value=0 -0.000849399 0.000387217 0.00047807 -0.000130613 0.000398826 0.000449258 0.00033535 0.000426336 -0.000496967 0.000331779 -0.000554714 -0.00105473 0.00107982 0.00137282 0.0017094 0.000637962
internal_weight=0 120 2225 1893 332 1805 1726 1462 1318 144 1243 214 135 264 204 149 118
internal_count=2345 120 2225 1893 332 1805 1726 1462 1318 144 1243 214 135 264 204 149 118
is_linear=0
shrinkage=0.00616352


Tree=1099
num_leaves=18
num_cat=0
split_feature=10 0 2 2 131 49 160 52 15 475 160 1 2 52 402 0 0
split_gain=3.17099 3.42658 3.30303 4.23355 6.31277 3.82347 4.12514 3.81382 3.28856 3.69014 3.95483 2.23194 2.07816 2.02561 2.00923 3.49862 2.12327
threshold=-1.0000000180025095e-35 -0.070064999999999975 0.14363500000000004 0.087675000000000017 0.079255000000000006 -0.005069999999999999 0.0088350000000000008 0.49868000000000007 0.092855000000000007 -0.06562999999999998 0.0021250000000000006 0.07635500000000002 0.10124000000000001 -0.067394999999999983 0.10668000000000001 -0.099059999999999995 -0.050864999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 11 14 8 9 13 -11 -2 -10 -5 15 -7 -17
right_child=2 -3 -4 4 -6 6 -8 -9 12 10 -12 -13 -14 -15 -16 16 -18
leaf_value=0.00029386358055569347 0.00066413798748075946 -0.0021544004420121009 0.0018373662050591099 0.00024613003797083275 -0.0018313032139425371 0.0023355732453882064 -0.0014150506759828222 0.0019193017233668618 0.00041733186199523838 -0.00067493032322459088 0.00058660224923487805 0.0024304421781233933 0.0021470404894546125 0.0018657403289200772 -0.0004546891839078799 0.00044197904411660512 0.0018925205626710215
leaf_weight=65 63 55 78 112 88 65 56 62 103 499 175 92 56 63 82 573 58
leaf_count=65 63 55 78 112 88 65 56 62 103 499 175 92 56 63 82 573 58
internal_value=0 -0.000827615 0.000377364 0.000324287 2.78637e-05 0.000671285 0.000477584 0.000180839 7.38335e-05 -0.000104588 -0.000347267 0.00171302 0.00102702 0.00082963 0.000613914 0.000739923 0.000575432
internal_weight=0 120 2225 2147 1158 989 834 1070 1008 849 674 155 159 175 778 696 631
internal_count=2345 120 2225 2147 1158 989 834 1070 1008 849 674 155 159 175 778 696 631
is_linear=0
shrinkage=0.00722155


Tree=1100
num_leaves=10
num_cat=0
split_feature=3 123 14 1186 0 1447 1447 13 484
split_gain=5.77223 3.04992 4.84986 3.58282 3.2225 2.74928 2.7086 3.03064 2.30577
threshold=0.32329500000000005 0.09394000000000001 -0.10708499999999999 0.083355000000000012 -0.22607999999999998 -0.085024999999999989 -0.076814999999999981 0.26171000000000005 -0.080614999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 -7 -8 -6
right_child=-2 -3 3 -5 5 6 7 -9 -10
leaf_value=0.0016618872603257886 -0.0016226954334892015 -0.0012158489943148289 -0.00097956577893375859 -0.0012041971525974984 0.00022377462025632161 0.0015276575897417903 0.00023923379277006901 0.001692335389854081 -0.0015494764200290263
leaf_weight=84 65 54 78 66 53 66 1798 54 54
leaf_count=84 65 54 78 66 53 66 1798 54 54
internal_value=0 0.000203122 0.00023716 0.000181954 0.000225488 0.000271936 0.000324548 0.000281638 -0.000670534
internal_weight=0 2307 2253 2169 2103 2025 1918 1852 107
internal_count=2372 2307 2253 2169 2103 2025 1918 1852 107
is_linear=0
shrinkage=0.00604267


Tree=1101
num_leaves=14
num_cat=0
split_feature=2 150 11 43 403 42 475 49 50 402 403 11 1213
split_gain=4.46517 3.03054 2.79534 11.1234 2.71782 3.24976 2.87938 3.10199 3.46791 2.80977 2.80661 2.61706 0.582444
threshold=0.15020000000000003 0.12314500000000002 0.076270000000000018 -0.093419999999999989 0.090880000000000016 0.10947000000000003 -0.089569999999999997 0.13590000000000005 0.12170000000000002 -1.0000000180025095e-35 0.11002500000000003 0.08976000000000002 -0.40957499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 8 -8 -7 -6 -5 -12
right_child=-2 -3 3 11 10 9 7 -9 -10 -11 12 -13 -14
leaf_value=-0.0011729955097448085 -0.0014931675994857493 -0.0014946954257917251 -0.0034227826560055373 -0.00046445961938570003 0.0024192945168225758 0.00015819487263365019 0.0003940434414734818 0.0020434996309894289 -0.0013892103346603119 -0.0018969999819513498 0.0010228452177167718 0.0016596078839391387 2.4232036961600488e-06
leaf_weight=64 83 53 52 62 62 73 1565 57 59 66 59 59 58
leaf_count=64 83 53 52 62 62 73 1565 57 59 66 59 59 58
internal_value=0 0.000211826 0.00025231 -0.000629274 0.000326276 0.000245431 0.000330112 0.000387385 0.00032921 -0.000817098 0.00117675 0.000570606 0.000517654
internal_weight=0 2289 2236 173 2063 1884 1745 1681 1624 139 179 121 117
internal_count=2372 2289 2236 173 2063 1884 1745 1681 1624 139 179 121 117
is_linear=0
shrinkage=0.00722155


Tree=1102
num_leaves=19
num_cat=0
split_feature=4 150 160 43 4 0 16 148 133 48 0 12 4 40 0 12 0 42
split_gain=3.56324 3.53479 3.38215 3.26494 4.94267 3.8983 4.6249 3.92514 2.86252 3.82105 4.01161 3.59466 2.7647 2.75874 2.78493 2.00636 1.07954 0.827062
threshold=0.40124500000000002 0.12068000000000002 -0.067104999999999984 0.10894500000000001 -0.076184999999999989 -0.029554999999999994 0.052915000000000011 -0.0084749999999999982 0.088920000000000013 0.09111000000000001 -0.10075499999999998 0.087400000000000019 0.0066850000000000008 -1.0000000180025095e-35 -0.094124999999999986 0.092295000000000002 -0.086544999999999997 0.090775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 7 -7 -1 9 10 -9 -10 -6 -4 -15 -8 -11 -13
right_child=2 -3 13 4 12 6 15 8 11 16 -12 17 -14 14 -16 -17 -18 -19
leaf_value=0.0020115242285394207 0.00055019449676224478 -0.0015387500646381986 8.7823557495490516e-05 0.0029532825143013378 -0.00065946729044331356 -0.0024980096684553694 0.00057046016459265934 -0.00064582855977592937 -0.0015171960124134977 0.00095022491390589926 0.0004452078926555978 0.00043549997959213489 0.0013359561022026293 -0.00085368155591883182 -0.0029965744127216885 -0.0010558867662324514 0.0021342983262770468 -0.00026963114839754219
leaf_weight=61 77 54 55 52 61 53 87 201 89 101 844 150 74 67 52 63 59 172
leaf_count=61 77 54 55 52 61 53 87 201 89 101 844 150 74 67 52 63 59 172
internal_value=0 0.000214185 -0.000660355 0.000260016 0.00113478 0.000172966 -0.000735396 0.000282967 0.000217672 0.000388311 0.000235282 -0.000282438 0.000433771 -0.00119648 -0.00179069 -0.000112112 0.00138732 5.8616e-05
internal_weight=0 2121 251 2067 187 1880 203 1677 1616 1205 1045 411 135 174 119 150 160 322
internal_count=2372 2121 251 2067 187 1880 203 1677 1616 1205 1045 411 135 174 119 150 160 322
is_linear=0
shrinkage=0.00694113


Tree=1103
num_leaves=23
num_cat=0
split_feature=1 3 1 2 150 2 43 2 1 16 3 51 3 43 52 2 150 43 1 16 3 52
split_gain=350.651 63.2742 36.09 30.104 26.5883 21.6104 10.2085 10.1678 9.54195 9.48238 7.27408 6.10354 7.55723 5.01656 4.67368 5.58416 3.38829 3.28154 3.08097 2.51969 1.33318 1.14219
threshold=0.109225 -0.036004999999999988 0.089625000000000024 0.15020000000000003 1.0000000180025095e-35 0.11500500000000001 -0.049914999999999994 0.11366500000000002 0.10574000000000001 -0.075434999999999988 0.30835000000000007 0.11144500000000002 -0.15197999999999998 -0.060799999999999993 1.0000000180025095e-35 0.096325000000000008 0.086730000000000015 -0.077144999999999977 0.093000000000000013 -0.098324999999999982 -0.083414999999999975 -0.013914999999999999
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 7 6 8 -2 -3 11 17 -6 -8 12 -1 -9 15 16 -14 -4 -19 -16 -21 -20
right_child=1 3 4 -5 9 -7 10 13 -10 -11 -12 -13 14 -15 19 -17 -18 18 21 20 -22 -23
leaf_value=0.0047885377549565719 0.0034003154000547464 0.0009257777885003268 0.0033328573452985032 -0.00022583994457104546 0.0017819854224817742 0.0018602462298107827 0.0022551422180119608 0.003823797565529983 0.0028030450764960466 0.0030110208034281787 0.0013179806770177739 0.0034078986585735194 0.0040233498197842481 0.002961196196026035 0.0044214375001922759 0.0034238341371030014 0.0035658464563927527 0.0034450388448096256 0.0042060957628029718 0.0041793892742693342 0.0039615315605268184 0.0038434322795963529
leaf_weight=53 96 84 74 53 54 64 77 53 59 52 64 71 464 62 103 99 81 62 63 233 256 95
leaf_count=53 96 84 74 53 54 64 77 53 59 52 64 71 464 62 103 99 81 62 63 233 256 95
internal_value=0 0.00175649 0.00378948 0.0011648 0.00328681 0.00278442 0.00149247 0.00394589 0.00355751 0.00238512 0.00182992 0.00399551 0.00402786 0.00335893 0.00399522 0.00387371 0.00395539 0.00370884 0.00383521 0.00412737 0.00406538 0.00398818
internal_weight=0 438 1934 278 459 160 225 1475 353 106 141 1360 1289 115 1236 644 545 294 220 592 489 158
internal_count=2372 438 1934 278 459 160 225 1475 353 106 141 1360 1289 115 1236 644 545 294 220 592 489 158
is_linear=0
shrinkage=0.00205156


Tree=1104
num_leaves=12
num_cat=0
split_feature=2 49 51 52 51 13 13 123 1429 474 51
split_gain=3.52676 2.81217 3.33185 4.22066 2.48297 2.33344 6.18852 2.77783 2.73839 2.71621 1.51059
threshold=0.15020000000000003 -0.15378499999999998 0.092735000000000012 0.022635000000000006 0.11394000000000001 -0.19676999999999997 -0.13033499999999998 0.085740000000000011 0.09011000000000001 0.086990000000000012 0.12478000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -7 8 9 -8 -5
right_child=-2 2 3 10 -6 6 7 -9 -10 -11 -12
leaf_value=0.0020702512955054976 -0.0012341374727145187 0.0016824772261494893 -0.00051205359530713068 -0.0025814596239468962 0.0016861921336651581 -0.0020243898169623013 0.00055178905264418091 -0.00088040899006718671 0.0020077325840767548 -0.00056962433183404529 -0.00077248244378978976
leaf_weight=56 83 84 70 52 53 61 1561 87 70 138 57
leaf_count=56 83 84 70 52 53 61 1561 87 70 138 57
internal_value=0 0.000373765 0.000331183 -0.000538038 0.000434493 0.000432003 0.000377167 0.000456141 0.00052192 0.000460655 -0.00163623
internal_weight=0 2289 2233 232 123 2001 1917 1856 1769 1699 109
internal_count=2372 2289 2233 232 123 2001 1917 1856 1769 1699 109
is_linear=0
shrinkage=0.00766357


Tree=1105
num_leaves=21
num_cat=0
split_feature=15 13 40 0 15 13 0 15 14 0 155 42 10 15 13 48 483 15 15 15
split_gain=284.345 145.406 101.45 34.1465 19.8505 35.8215 21.8066 17.3871 15.9155 15.0914 12.3353 11.5631 10.9771 7.89126 6.2422 5.23015 4.80151 3.72442 3.34327 2.70181
threshold=-0.37478999999999996 -0.23438999999999996 -0.026419999999999996 -0.17106499999999999 0.03981500000000001 -0.014449999999999999 -0.10023499999999998 0.11568500000000001 -0.42495999999999995 -0.098524999999999988 0.11198500000000002 0.091545000000000015 -1.0000000180025095e-35 -0.4680149999999999 -0.057284999999999996 0.087215000000000015 -0.067254999999999995 0.084050000000000014 -0.092459999999999987 -0.066639999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 12 18 5 11 -7 9 -1 -6 -8 16 -3 -10 -9 -14 -5 -11 -4 -13
right_child=1 2 3 4 7 6 10 14 13 17 -12 19 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0028513740212195086 0.0020134820308757399 0.0023256164263517213 0.0042523237334399768 0.0060844353059965129 0.0066822957658912137 0.0029575536241068902 0.0043601598481899833 0.0050864724720330774 0.0018340528783920293 0.0059546730839500307 0.0055588702319398636 0.0049462406612765944 0.004095708857481427 0.00067166082993095526 0.0040059238274588165 0.0030894625895850699 0.0053578819903442121 0.0053777749540691016 0.0034445539342944885 0.0043061493063912158
leaf_weight=54 96 54 52 56 56 52 257 59 76 67 56 99 56 53 56 55 396 628 59 56
leaf_count=54 96 54 52 56 56 52 257 59 76 67 56 99 56 53 56 55 396 628 59 56
internal_value=0 0.00479489 0.00492118 0.00506847 0.00514366 0.00491674 0.00434438 0.00539832 0.00179787 0.00552658 0.0045747 0.00526087 0.00318129 0.00135667 0.00456051 0.00359734 0.00544795 0.00543343 0.00382319 0.00471514
internal_weight=0 2210 2114 1949 1838 972 365 866 183 751 313 607 165 129 115 111 452 695 111 155
internal_count=2393 2210 2114 1949 1838 972 365 866 183 751 313 607 165 129 115 111 452 695 111 155
is_linear=0
shrinkage=0.00231039


Tree=1106
num_leaves=26
num_cat=0
split_feature=1 3 1 2 1 3 3 40 2 13 13 402 3 3 42 43 1456 160 484 401 133 160 133 43 42
split_gain=222.049 47.2629 17.0611 15.9179 16.4626 8.55102 19.4 17.8167 8.5363 6.71484 4.88755 4.85839 5.10843 4.68643 2.78434 2.76151 2.1867 2.38851 2.94449 2.15256 2.11957 2.2335 1.95385 1.71835 0.975283
threshold=0.10141500000000002 -0.049204999999999992 0.12180500000000001 0.093365000000000017 0.088595000000000021 0.077930000000000013 0.30112000000000005 -0.063404999999999989 0.10527500000000002 -0.10278499999999999 -0.011494999999999998 0.088375000000000023 -0.087784999999999988 -0.13088999999999998 0.08648500000000002 -0.073404999999999984 0.083690000000000014 0.087455000000000019 0.08618000000000002 0.087495000000000003 0.12330000000000001 -0.072664999999999993 0.089980000000000018 -0.030304999999999995 0.096415000000000015
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 8 9 11 7 -7 10 -2 -1 -3 12 -5 -11 16 22 17 18 -15 20 21 -16 -14 -17 -25
right_child=1 5 -4 4 -6 6 -8 -9 -10 13 -12 -13 15 14 19 23 -18 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0039032636918792355 0.0031786435416463767 0.0017988307831290618 0.0015926550209136206 0.0024824122134826159 0.001973341137742746 0.002295376786858489 0.0010710777747342387 0.00015463592878593689 0.002271041022995161 0.0027101683029765373 0.0010304198860076963 0.0035528125393249335 0.0035369344211546071 0.0033930089534632084 0.0031917339627490588 0.0026217300606583573 0.0036955180855762692 0.0029459844365843633 0.0029689603587349763 0.0034859401182183334 0.003347972692945362 0.0028400122678288943 0.0030322190115608925 0.0028870642615433147 0.00321750997985981
leaf_weight=60 99 73 57 78 67 93 101 55 64 60 54 53 56 540 126 60 60 63 70 59 88 150 61 90 56
leaf_count=60 99 73 57 78 67 93 101 55 64 60 54 53 56 540 126 60 60 63 70 59 88 150 61 90 56
internal_value=0 0.00179206 0.00250389 0.00315386 0.00286879 0.00137552 0.00165809 0.0010742 0.00282241 0.00327024 0.00147227 0.00300089 0.00292789 0.00323899 0.00326642 0.00303541 0.00333894 0.00330712 0.00334438 0.0031407 0.00308468 0.00300066 0.00327397 0.00289981 0.00301395
internal_weight=0 596 220 1797 521 376 194 182 163 1276 127 454 401 1216 1156 323 733 673 610 423 364 276 117 206 146
internal_count=2393 596 220 1797 521 376 194 182 163 1276 127 454 401 1216 1156 323 733 673 610 423 364 276 117 206 146
is_linear=0
shrinkage=0.00193323


Tree=1107
num_leaves=20
num_cat=0
split_feature=1 3 4 3 3 48 11 13 13 3 3 4 158 11 13 3 130 480 43
split_gain=244.883 58.1384 20.7445 14.8151 21.5284 12.896 22.109 12.3383 12.3297 9.0057 7.67289 7.18143 6.50975 3.97136 6.90002 3.94815 3.19586 2.67952 1.47925
threshold=0.10141500000000002 -0.049204999999999992 0.41181500000000004 0.09037000000000002 0.30112000000000005 0.093265000000000015 1.0000000180025095e-35 -0.0063399999999999993 -0.0074049999999999993 -0.12077499999999998 -0.0072299999999999994 0.04105000000000001 0.07968500000000002 0.084110000000000004 -0.066659999999999983 0.091170000000000015 -0.060079999999999988 0.086995000000000017 -0.07520499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 13 8 -5 6 9 -7 10 -1 -3 15 18 14 -2 16 -11 -18 -13
right_child=1 3 -4 4 -6 7 -8 -9 -10 11 -12 12 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0027596520628090293 0.0035733689682010306 0.0019489358851330571 0.001761824374367608 0.0026900702551753974 0.0012621304360786408 0.0034688679434438604 0.0047624573902822027 0.0021912270028904808 0.00028098503124441909 0.004178189360804347 0.00088450819335921427 0.0027487641106689223 0.0038605501312205838 0.0037381054542354698 0.0024917911112307899 0.0031943515925930417 0.003733307530545695 0.0033210902093060829 0.0032021998070853176
leaf_weight=54 55 69 54 92 101 99 81 53 58 70 56 58 59 58 53 66 1100 78 79
leaf_count=54 55 69 54 92 101 99 81 53 58 70 56 58 59 58 53 66 1100 78 79
internal_value=0 0.00204027 0.0029119 0.00153021 0.00194292 0.00361921 0.00367424 0.00302352 0.00109482 0.00361786 0.00147225 0.00364854 0.00326643 0.00328588 0.00304281 0.00370552 0.00373253 0.00370603 0.0030104
internal_weight=0 596 220 376 193 1797 1645 152 183 1564 125 1510 196 166 108 1314 1248 1178 137
internal_count=2393 596 220 376 193 1797 1645 152 183 1564 125 1510 196 166 108 1314 1248 1178 137
is_linear=0
shrinkage=0.00213444


Tree=1108
num_leaves=19
num_cat=0
split_feature=4 3 2 150 2 2 40 47 2 2 132 4 151 16 15 16 11 52
split_gain=217.871 82.8739 38.1307 31.5927 16.2467 13.7021 10.3052 8.64546 7.13514 11.4681 5.41791 5.07169 6.94357 6.12719 5.30143 7.24945 3.52462 4.73119
threshold=0.27287000000000006 0.20828500000000003 0.097070000000000004 0.081245000000000026 -0.007134999999999999 0.13880500000000004 -0.073884999999999992 0.11227500000000001 0.091005000000000016 0.11793500000000001 0.022565000000000005 -0.085574999999999984 1.0000000180025095e-35 -0.096494999999999984 0.029300000000000003 -0.014149999999999998 1.0000000180025095e-35 -0.45478499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 10 -2 11 -8 -10 16 14 13 -13 -6 -16 17 -4
right_child=6 -3 3 -5 7 -7 8 -9 9 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=0.0026774689512474616 0.00080281682536545353 0.0010480012849793826 0.0037854187795753843 0.0015403532193568384 0.0033954266434016119 0.0021784836984464762 0.001089919935183276 0.0028910599221110261 0.0026523186906303288 0.001527490729777565 0.0026623441846854068 0.0039943030089212286 0.0029445829470115415 0.0035693463185657187 0.0038220221481106592 0.00465828376677272 0.0037684341975945234 0.0031266680190602603
leaf_weight=75 65 59 52 55 63 53 55 61 54 102 54 155 61 926 147 56 61 239
leaf_count=75 65 59 52 55 63 53 55 61 54 102 54 155 61 926 147 56 61 239
internal_value=0 0.00335276 0.00341882 0.00295339 0.00357375 0.00312266 0.00148993 0.0036195 0.0017015 0.00191699 0.00324586 0.00365104 0.00359369 0.0036303 0.0038972 0.00405282 0.00333532 0.00324446
internal_weight=0 2117 2058 514 1544 459 276 1469 211 156 406 1408 1142 1081 266 203 352 291
internal_count=2393 2117 2058 514 1544 459 276 1469 211 156 406 1408 1142 1081 266 203 352 291
is_linear=0
shrinkage=0.00197189


Tree=1109
num_leaves=16
num_cat=0
split_feature=448 34 16 483 401 4 131 13 1 40 12 15 43 12 16
split_gain=6.77857 3.78359 3.13207 4.25632 4.1874 9.61755 3.694 6.91023 5.11685 2.43737 4.96323 4.73342 2.55758 2.13511 2.35175
threshold=-0.013069999999999998 -0.082914999999999989 -0.068504999999999996 0.085510000000000017 0.080710000000000018 -0.51003499999999991 0.088910000000000017 -0.016999999999999998 0.12835000000000002 -0.0057599999999999986 0.054520000000000006 -0.032264999999999995 -0.09799999999999999 -0.036614999999999988 -0.15796999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -4 8 -8 13 -7 11 -11 -12 -3 -15
right_child=1 2 4 -5 -6 9 7 -9 -10 10 12 -13 -14 14 -16
leaf_value=-0.0008722532496097745 0.0028178933708846669 -0.00025995986622194691 0.0037813636141131091 0.0027342646774824522 -0.0010762747275454825 0.0018968410682765589 0.0042820889828161122 0.0010128412693565562 -0.00085297704886426679 0.00073143017392904492 -0.00064324007631628814 -0.0019073569370805774 0.00094642563720902879 0.0021050472058351663 0.00106276077403242
leaf_weight=96 64 52 56 99 61 82 54 90 72 68 57 74 704 138 626
leaf_count=96 64 52 56 99 61 82 54 90 72 68 57 74 704 138 626
internal_value=0 0.00108596 0.00103628 0.00130335 0.00076212 0.00086992 0.00116601 0.00223934 0.000991864 0.000704318 0.000595941 -0.00064317 0.000827256 0.00115474 0.00125113
internal_weight=0 2297 2233 1131 1102 1041 1032 144 888 985 903 142 761 816 764
internal_count=2393 2297 2233 1131 1102 1041 1032 144 888 985 903 142 761 816 764
is_linear=0
shrinkage=0.00722155


Tree=1110
num_leaves=21
num_cat=0
split_feature=2 41 13 11 1429 13 483 13 123 48 52 13 52 1 2 43 0 12 43 1
split_gain=5.16494 7.92402 7.74012 5.85497 5.36311 2.60693 2.86487 3.26347 6.86768 5.22802 2.13064 2.56388 3.92966 3.14976 3.52824 2.88921 2.51726 1.85068 1.2848 1.27973
threshold=0.10124000000000001 0.077565000000000009 0.15578000000000003 1.0000000180025095e-35 0.084770000000000012 0.0028150000000000002 -0.070084999999999981 -0.0072499999999999995 0.083835000000000007 0.081275000000000014 -0.41304999999999997 0.00023500000000000005 0.048285000000000008 0.12796000000000002 0.12330500000000001 -0.027294999999999996 -0.14310999999999999 0.089300000000000004 -0.25180499999999995 0.099850000000000008
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 10 4 5 6 -1 8 -8 -9 19 12 13 14 16 -14 -12 -7 -19 -2
right_child=2 -3 -4 -5 -6 17 7 9 -10 -11 11 -13 15 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0024196920257287613 0.00063759222085336639 -0.0013881825057986878 -0.0026238504535777093 0.003540536899376937 -0.00071517338593408671 0.0031575930870170613 0.00095859912781320281 0.00080693934980509115 0.0037941211851801899 -0.0019499232910842048 -0.0011724351636159035 -0.0010518075450990936 0.00014317631421915627 -0.0016113031586283489 0.0020841123535146381 0.0024541233070156988 0.00072334573464422633 0.00060304471336898168 0.0020607945582773986 0.002295813088864417
leaf_weight=81 58 77 52 57 96 55 946 145 53 56 78 76 52 59 54 82 87 57 95 52
leaf_count=81 58 77 52 57 96 55 946 145 53 56 78 76 52 59 54 82 87 57 95 52
internal_value=0 0.00101405 0.000211856 0.00112682 0.00103991 0.0011532 0.00102412 0.000929846 0.00110911 3.84512e-05 0.000458576 0.000241193 0.000479906 -3.94312e-05 0.000383668 0.00155795 -0.000172346 0.0019516 0.00151468 0.00142222
internal_weight=0 1718 650 1641 1584 1488 1281 1200 999 201 598 488 412 278 219 134 165 207 152 110
internal_count=2368 1718 650 1641 1584 1488 1281 1200 999 201 598 488 412 278 219 134 165 207 152 110
is_linear=0
shrinkage=0.00766357


Tree=1111
num_leaves=24
num_cat=0
split_feature=1443 2 130 51 157 484 159 16 43 50 49 16 133 16 159 2 52 16 4 130 43 151 51
split_gain=4.61568 3.86822 6.71795 4.17585 4.22883 3.54338 5.65613 3.3566 4.6587 3.19418 3.11685 3.76877 5.44106 2.84327 5.70804 2.68862 2.24706 1.80085 1.66382 1.6593 1.51027 1.29513 1.00732
threshold=1.0000000180025095e-35 0.090225000000000014 -1.0000000180025095e-35 0.10501000000000001 -0.080544999999999992 0.0038100000000000005 0.087410000000000015 -0.0092499999999999978 -0.031974999999999996 0.11690000000000002 -0.086604999999999988 -0.41863499999999992 0.022390000000000004 -0.071854999999999988 -0.018749999999999996 0.11543000000000002 0.0033500000000000005 -0.077589999999999978 -0.016759999999999994 -0.015164999999999998 0.082870000000000013 -0.079059999999999978 -0.047599999999999996
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=1 5 -3 4 -4 7 16 13 21 -5 -6 15 -13 17 -15 -12 -7 19 -16 -1 -21 -9 -23
right_child=-2 2 3 9 10 6 -8 8 -10 -11 11 12 -14 14 18 -17 -18 -19 -20 20 -22 22 -24
leaf_value=0.001965464628034035 -0.001389432759146261 -0.0017991269974576339 0.0022866769763487883 0.0030791111456088464 -0.0013299026243990125 0.0014764667539707342 -0.0019157118830017055 0.0021972672296585107 0.0033602693947282335 0.00062607980436059525 0.0025444673984933619 -0.00050862633815720263 0.00088263372006424647 -0.0019245927362956242 0.0018940189043181702 0.00049509733692556037 -0.000397012552045596 0.0023687200356495063 0.00017106143636941729 0.00068712418061703934 0.0019457142510404611 0.0016431142208877746 0.00039129661539602642
leaf_weight=77 58 71 54 54 64 93 55 52 73 57 61 343 256 53 52 74 52 53 67 450 56 54 89
leaf_count=77 58 71 54 54 64 93 55 52 73 57 61 343 256 53 52 74 52 53 67 450 56 54 89
internal_value=0 0.000672776 0.000344378 0.000502494 0.000330738 0.000938831 5.5742e-05 0.0011029 0.00180352 0.00182014 0.000198285 0.000331638 8.58402e-05 0.000870426 4.62017e-05 0.00142168 0.000804067 0.00109321 0.000924598 0.00097712 0.000826567 0.00122034 0.00086455
internal_weight=0 2310 1034 963 852 1276 200 1076 268 111 798 734 599 808 172 135 145 636 119 583 506 195 143
internal_count=2368 2310 1034 963 852 1276 200 1076 268 111 798 734 599 808 172 135 145 636 119 583 506 195 143
is_linear=0
shrinkage=0.00722155


Tree=1112
num_leaves=19
num_cat=0
split_feature=4 2 2 0 3 2 16 52 0 0 3 52 3 2 12 159 0 15
split_gain=215.421 89.8994 43.1566 35.696 23.7824 17.2166 9.51037 16.6565 7.74527 9.96293 7.31948 7.32555 5.16915 5.68036 5.87531 4.21409 2.77773 0.810902
threshold=0.30163500000000004 0.10124000000000001 0.14271500000000001 -0.13314999999999996 0.14121000000000003 -0.0091949999999999983 0.25761500000000009 0.024560000000000002 -0.10075499999999998 -0.037224999999999994 0.088465000000000002 0.11614000000000001 -0.14906999999999998 0.096930000000000016 0.081420000000000006 -0.032739999999999991 -0.043914999999999989 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 8 -1 7 -5 -2 -10 11 12 -7 14 -14 17 -8 -13
right_child=4 2 -4 6 -6 10 16 -9 9 -11 -12 15 13 -15 -16 -17 -18 -19
leaf_value=0.0028944479592158093 0.0024953533733652034 0.0019190663841529511 0.0013238361203277498 0.0023688025169595621 0.00037279870471871094 0.0047018978095008041 0.0035932349817430036 0.0036975330481400543 0.0010556800022956149 0.0022850236693981191 0.0033742060342405109 0.0040538481719401007 0.0045748542121432445 0.0033732705438364687 0.0040364381757020101 0.0033027861222818837 0.0041885517733663826 0.0037045052699766407
leaf_weight=69 76 85 69 74 55 59 75 103 65 56 85 75 102 54 1051 90 70 55
leaf_count=69 76 85 69 74 55 59 75 103 65 56 85 75 102 54 1051 90 70 55
internal_value=0 0.00370211 0.00288531 0.00314998 0.00161428 0.00393917 0.00347484 0.00314215 0.00196078 0.00162482 0.00398504 0.00401997 0.0040826 0.00405231 0.00408409 0.00365947 0.00388079 0.00390622
internal_weight=0 2116 476 407 252 1640 322 177 197 121 1571 1486 1266 1207 1153 220 145 130
internal_count=2368 2116 476 407 252 1640 322 177 197 121 1571 1486 1266 1207 1153 220 145 130
is_linear=0
shrinkage=0.00213444


Tree=1113
num_leaves=28
num_cat=0
split_feature=1 3 12 16 1 1 3 43 1 2 16 13 12 3 1 3 403 50 1447 16 16 475 2 133 12 43 16
split_gain=318.893 52.7574 43.8951 27.3291 27.1199 21.4391 17.4479 15.2951 13.9953 13.9596 8.60583 6.86718 6.53151 6.47039 6.51487 10.1324 4.26296 2.99322 2.91856 2.88313 2.59149 4.09507 2.76252 2.35457 3.66576 1.93843 1.30552
threshold=0.109225 -0.06340999999999998 0.054520000000000006 -0.24900499999999998 0.14262000000000002 0.087455000000000019 -0.0035149999999999995 -0.049364999999999992 1.0000000180025095e-35 0.096425000000000025 -0.069604999999999986 -0.024504999999999996 0.11844 -0.15197999999999998 0.079020000000000021 -0.090989999999999988 -0.080879999999999994 0.083090000000000011 -0.086059999999999984 -0.012149999999999999 -0.071629999999999985 -0.07675499999999999 0.085885000000000017 0.089725000000000013 0.095165000000000013 0.0066850000000000008 0.38845000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 7 8 -7 -3 -1 13 -8 -9 16 -4 18 -16 -11 19 -15 -17 22 -22 -20 24 -18 -19 -26
right_child=1 4 9 -5 -6 6 10 11 -10 12 -12 -13 -14 14 15 17 23 25 20 -21 21 -23 -24 -25 26 -27 -28
leaf_value=0.0042731436872086113 0.0025992808606520837 0.0017197897007530636 0.0061480068015756844 0.0048207874318353027 0.00074649289184826534 0.002953983657278769 0.0036705369326919209 0.0025625295817309022 0.0057503472500148164 0.0042884013467357788 0.0050202529835442818 0.0036829612647225765 0.0040255582356547902 0.0059134397042475391 0.0040140843539229892 0.0044546935825700486 0.0056456253384880879 0.0055829101770533806 0.0056862718111906543 0.005212217356612826 0.0056008624050568126 0.0050190052398407592 0.0053095171457288211 0.0046498906165093595 0.004693692383891758 0.0050120770644306763 0.0052168385085559826
leaf_weight=82 53 84 52 81 65 90 52 75 68 52 58 55 57 58 52 52 66 105 197 68 100 241 273 64 63 53 52
leaf_count=82 53 84 52 81 65 90 52 75 68 52 58 55 57 58 52 52 66 105 197 68 100 241 273 64 63 53 52
internal_value=0 0.00270245 0.00502721 0.00394232 0.00210686 0.0042555 0.00373976 0.00251994 0.00494298 0.00519547 0.00438244 0.00303676 0.00477335 0.0053149 0.00527875 0.00499017 0.00491677 0.00517265 0.00538831 0.00488417 0.00535072 0.00518971 0.00546749 0.00505004 0.00519139 0.00539159 0.00493047
internal_weight=0 413 1955 134 279 350 200 214 150 1605 110 130 354 1251 1199 330 297 278 869 120 811 341 470 245 181 158 115
internal_count=2368 413 1955 134 279 350 200 214 150 1605 110 130 354 1251 1199 330 297 278 869 120 811 341 470 245 181 158 115
is_linear=0
shrinkage=0.00240373


Tree=1114
num_leaves=26
num_cat=0
split_feature=1 3 3 4 3 0 43 43 4 3 1 1 4 4 3 4 52 52 52 151 475 151 3 13 403
split_gain=485.737 81.7284 48.5263 41.6774 30.3666 29.7933 24.3858 23.9966 17.2093 15.9897 13.9427 12.8708 10.986 10.4547 10.1281 7.67103 6.29381 5.986 5.33387 5.31327 5.09737 4.45767 3.62346 2.47954 0.873206
threshold=0.10892500000000001 0.31534000000000006 -0.066424999999999984 0.41257000000000005 -0.048154999999999996 -0.060199999999999997 -0.083464999999999998 -0.042649999999999993 0.049545000000000006 0.11191000000000002 0.092655000000000015 0.12158500000000001 -0.42305999999999994 -0.065454999999999985 0.10632000000000001 -0.085574999999999984 0.048285000000000008 0.0029250000000000005 -0.067394999999999983 -0.08718999999999999 -0.084144999999999984 -0.13827999999999999 -0.11128999999999999 -0.085164999999999977 -0.021474999999999998
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=2 3 5 4 -2 8 -7 10 15 13 -4 -5 -8 -9 -6 22 18 -10 -15 21 -21 -17 -1 -22 -24
right_child=1 -3 7 11 14 6 12 9 17 -11 -12 -13 -14 16 -16 19 -18 -19 -20 20 23 -23 24 -25 -26
leaf_value=0.0068100518726558739 0.0047970915538577156 0.00031007523598101819 0.0048198423279410046 0.0030457015865891007 0.0022285452527796819 0.0034079761147513639 0.0060910674567131546 0.0062466630649503302 0.004642526817130916 0.0039487805177971956 0.0032018588308580205 0.0016323637352000802 0.0046371928502973265 0.0054196317758761527 0.0036811071077345468 0.005788701685821334 0.0057745381183095792 0.0055937681617245685 0.0044541251010790884 0.0064474117401423564 0.0060241238138452067 0.0048167914060896124 0.0062680791525594869 0.0057346404090174346 0.0058732393732933083
leaf_weight=60 97 67 52 60 52 52 57 60 86 52 69 89 59 53 55 54 57 65 81 79 235 52 83 587 55
leaf_count=60 97 67 52 60 52 52 57 60 86 52 69 89 59 53 55 54 57 65 81 79 235 52 83 587 55
internal_value=0 0.00269663 0.00549096 0.00314954 0.00384173 0.00568724 0.0047503 0.00478543 0.0058033 0.00513997 0.0038974 0.00220166 0.00535181 0.00538665 0.00297542 0.0058974 0.00511635 0.00505217 0.00483619 0.00581372 0.0058727 0.00531215 0.00632289 0.00581743 0.0061109
internal_weight=0 420 1948 353 204 1524 168 424 1356 303 121 149 116 251 107 1205 191 151 134 1007 901 106 198 822 138
internal_count=2368 420 1948 353 204 1524 168 424 1356 303 121 149 116 251 107 1205 191 151 134 1007 901 106 198 822 138
is_linear=0
shrinkage=0.00235659


Tree=1115
num_leaves=12
num_cat=0
split_feature=9 376 1456 148 51 3 0 0 43 148 16
split_gain=6.82299 4.38481 3.76062 3.35109 2.64265 5.30037 3.66498 4.00029 1.97787 1.79065 1.47471
threshold=-1.0000000180025095e-35 0.083960000000000021 -0.082809999999999981 -0.043434999999999994 0.12478000000000002 0.11924500000000002 -0.18901999999999997 -0.14097999999999997 -0.053524999999999996 -0.083779999999999979 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 9 5 6 -5 -8 -2 -4 -7
right_child=1 -3 3 4 -6 10 7 -9 -10 -11 -12
leaf_value=-0.0012173703309389585 0.0018813381448588009 -0.00049589082792620852 0.00096523679566281207 0.0032566613853115848 0.0026154526622529923 0.0005542134921487997 -7.6340476372062068e-05 0.0014432237200227038 0.0037535986393329957 -0.00098815232143947742 -0.0012179648571386886
leaf_weight=61 83 72 54 59 93 54 104 1613 52 52 52
leaf_count=61 83 72 54 59 93 54 104 1613 52 52 52
internal_value=0 0.00132801 0.00138731 0.0013084 0.00137825 0.00131707 0.00141448 0.00135114 0.0026031 6.21375e-06 -0.0003144
internal_weight=0 2288 2216 2081 1975 1882 1776 1717 135 106 106
internal_count=2349 2288 2216 2081 1975 1882 1776 1717 135 106 106
is_linear=0
shrinkage=0.0075133


Tree=1116
num_leaves=24
num_cat=0
split_feature=1 124 4 2 2 4 2 1 1 11 4 2 51 4 43 158 43 2 1 403 133 1 43
split_gain=552.843 62.7524 61.5483 43.1857 29.947 17.9382 41.4144 10.9161 10.769 8.27083 6.01916 8.20165 6.48796 5.37512 5.07548 4.20796 3.60288 2.75563 3.4166 2.18709 1.24539 0.930129 0.397869
threshold=0.10538500000000002 -0.081949999999999981 0.41181500000000004 0.13775000000000001 0.09857500000000001 -0.033449999999999987 0.10527500000000002 0.12958500000000003 0.088860000000000008 0.076160000000000019 0.020345000000000005 0.11366500000000002 -1.0000000180025095e-35 0.51400500000000016 -1.0000000180025095e-35 0.080150000000000013 -1.0000000180025095e-35 0.091895000000000018 0.080270000000000022 -1.0000000180025095e-35 0.083700000000000011 0.092415000000000011 -0.0018599999999999999
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=1 -1 3 5 8 -2 -7 -4 9 15 11 12 -6 -9 19 17 -12 18 -3 -10 -19 -21 -14
right_child=2 4 7 -5 10 6 -8 13 14 -11 16 -13 22 -15 -16 -17 -18 20 -20 21 -22 -23 -24
leaf_value=0.0030267395694703928 0.0045482558276223033 0.0054568943256417717 0.0021918168429466011 0.0014408481871392739 0.0057586051023008631 0.0041570668586114858 0.0019619981133233884 0.0016262992152447477 0.0055488136725627768 0.0062068317693575537 0.0045529181205079131 0.0042000568298902231 0.0046712823974513814 0.00069476699577886809 0.0045552443171961209 0.005801771873252864 0.0038374487379295324 0.0049177034633465181 0.0050667989721427187 0.0052284896071302326 0.0052745575400081866 0.0048276539715502928 0.0049547965297236365
leaf_weight=66 66 666 90 55 52 94 72 62 52 61 90 64 52 56 102 103 54 94 129 52 99 65 53
leaf_count=66 66 666 90 55 52 94 72 62 52 61 90 64 52 56 102 103 54 94 129 52 99 65 53
internal_value=0 0.00511235 0.00252242 0.00317606 0.00518932 0.00358733 0.00320513 0.00162042 0.00533213 0.00542419 0.0046325 0.00485897 0.00512742 0.00118441 0.00494067 0.00538041 0.00428478 0.00533646 0.00539363 0.00517316 0.00510087 0.005006 0.00481461
internal_weight=0 1854 495 287 1788 232 166 208 1423 1152 365 221 157 118 271 1091 144 988 795 169 193 117 105
internal_count=2349 1854 495 287 1788 232 166 208 1423 1152 365 221 157 118 271 1091 144 988 795 169 193 117 105
is_linear=0
shrinkage=0.00217713


Tree=1117
num_leaves=10
num_cat=0
split_feature=9 124 123 11 1373 1375 2 2 40
split_gain=5.36584 3.70949 3.3407 2.74708 3.29802 3.60273 2.44148 3.0103 3.03998
threshold=-1.0000000180025095e-35 -0.077084999999999987 0.084995000000000015 0.093970000000000012 1.0000000180025095e-35 -0.082349999999999993 0.15518000000000001 0.13752500000000004 -0.064864999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 8 -7
right_child=1 3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00089460776625395488 0.0013078275689999994 -0.0004057442550118571 -0.0011104706377227762 -0.00016371349631397715 0.0032666541327489381 0.0031782694364792452 0.0030166060453974495 -7.9016793731654571e-05 0.0014035218509455528
leaf_weight=61 61 59 63 60 52 54 52 72 1815
leaf_count=61 61 59 63 60 52 54 52 72 1815
internal_value=0 0.00131823 7.85419e-05 0.00138923 0.00143355 0.00138706 0.00144018 0.0013979 0.00145484
internal_weight=0 2288 124 2164 2104 2052 1993 1941 1869
internal_count=2349 2288 124 2164 2104 2052 1993 1941 1869
is_linear=0
shrinkage=0.00736598


Tree=1118
num_leaves=20
num_cat=0
split_feature=1 2 2 2 4 15 52 1 14 43 16 3 15 52 16 15 2 15 15
split_gain=205.193 31.2615 27.1524 23.1495 19.8994 11.3123 12.3186 20.2188 10.1537 8.51665 6.45256 6.36345 5.54941 4.17292 4.82172 5.77849 5.05071 2.72215 0.904576
threshold=0.109225 0.09857500000000001 0.13733000000000004 -0.0091949999999999983 0.41257000000000005 0.054100000000000002 -0.42005999999999993 0.081315000000000012 0.062655000000000016 -0.04009999999999999 -1.0000000180025095e-35 0.091170000000000015 -0.46319999999999995 -0.14927499999999996 -0.072054999999999994 0.022565000000000005 0.090485000000000024 -0.37478999999999996 -0.049279999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 9 6 18 10 11 -2 -8 13 -6 -5 16 -16 -15 -4 -3
right_child=2 5 17 8 12 -7 7 -9 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20
leaf_value=0.0025763327164269223 0.0025427124137360527 0.0040509346513707732 0.0016260014301198379 0.0045540395157758406 0.0022901344980362638 0.0040500396450846949 0.0038552540800674477 0.0021001408301362496 0.0050379431313503937 0.0035934574015234555 0.002911776929042291 0.003296895364358707 0.0013282775105439781 0.0042912087427716405 0.0037142983566985791 0.0041923537806925195 0.0037885193874959049 0.00094901076864233188 0.0036278485624377976
leaf_weight=52 82 52 55 100 66 102 83 96 59 77 68 52 58 555 319 221 127 69 56
leaf_count=52 82 52 55 100 66 102 83 96 59 77 68 52 58 555 319 221 127 69 56
internal_value=0 0.00390268 0.00213371 0.00406219 0.00252106 0.00338432 0.00319297 0.00291356 0.00411609 0.00305172 0.00343054 0.00407649 0.00184043 0.00410714 0.00407055 0.00390999 0.00419763 0.00124948 0.00383178
internal_weight=0 1942 407 1485 283 457 355 247 1433 159 151 1374 124 1322 1222 540 682 124 108
internal_count=2349 1942 407 1485 283 457 355 247 1433 159 151 1374 124 1322 1222 540 682 124 108
is_linear=0
shrinkage=0.00226508


Tree=1119
num_leaves=22
num_cat=0
split_feature=4 3 3 39 0 4 3 0 3 376 16 49 123 4 3 4 3 51 16 16 4
split_gain=463.815 161.833 62.8093 32.4504 17.713 15.9526 24.0596 16.07 15.082 14.5366 10.2578 9.37975 9.17846 7.27501 6.50571 6.05119 3.81827 3.44902 2.66988 2.53792 1.18177
threshold=0.30163500000000004 -0.057369999999999997 0.25468500000000005 0.082470000000000016 -0.066849999999999979 -0.029369999999999997 0.09037000000000002 -0.014334999999999999 0.31400500000000003 0.083785000000000012 0.081265000000000018 -0.061834999999999994 0.084445000000000006 -0.47860499999999995 -0.12595999999999999 0.053455000000000009 -0.13795999999999997 -0.0021499999999999996 -0.13644999999999999 -0.011859999999999997 -0.016164999999999995
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 4 3 5 11 7 -7 -3 12 -5 -6 -1 16 -12 -13 17 -2 20 -17 -19 -16
right_child=8 2 -4 9 10 6 -8 -9 -10 -11 13 14 -14 -15 15 18 -18 19 -20 -21 -22
leaf_value=0.0039542978855463687 0.0018904113858809557 0.0054989696188253697 0.00043685452545293141 0.0029773171624613032 0.0033890996374581739 0.0040148052193709535 0.001982671060311989 0.0036211850473378358 -0.00040118129563384062 0.0013918076744898092 0.0050266140109956588 0.0054915188318707354 0.00028795419749766665 0.0039798135431588742 0.0048231422926825048 0.0045520128632563217 0.0010712028832585208 0.0047987132207637818 0.0037848006997377079 0.0044746621282432883 0.0052377496090347236
leaf_weight=88 59 53 52 92 95 100 54 57 53 56 67 74 63 100 65 59 82 716 52 186 126
leaf_count=88 59 53 52 92 95 100 54 57 53 56 67 74 63 100 65 59 82 716 52 186 126
internal_value=0 0.00425406 0.00297656 0.00329705 0.00461815 0.00381241 0.00330241 0.00452617 0.000763726 0.00237757 0.00403352 0.00473026 0.0010665 0.00439994 0.00478367 0.00474015 0.00141418 0.0047957 0.00419283 0.00473192 0.00509679
internal_weight=0 2092 464 412 1628 264 154 110 257 148 262 1366 204 167 1278 1204 141 1093 111 902 191
internal_count=2349 2092 464 412 1628 264 154 110 257 148 262 1366 204 167 1278 1204 141 1093 111 902 191
is_linear=0
shrinkage=0.0024518


Tree=1120
num_leaves=23
num_cat=0
split_feature=3 3 15 15 43 3 2 43 2 52 52 3 15 481 49 51 3 3 51 2 11 3
split_gain=421.716 113.05 84.3484 81.4601 43.5769 55.6419 25.2753 13.5827 13.2974 11.1179 34.7849 9.10428 8.34984 7.99769 6.32257 6.14673 6.46386 4.37366 3.73311 5.27041 1.61034 1.06242
threshold=-0.058704999999999993 0.30112000000000005 -0.24042999999999998 -0.37478999999999996 -0.033174999999999989 0.10323000000000002 0.097145000000000023 -0.095244999999999982 0.10887500000000001 -0.12329499999999999 0.0043000000000000009 -0.0044449999999999993 -0.0043649999999999991 -0.065834999999999991 -0.051259999999999993 0.11178000000000002 -0.14162499999999997 -0.083039999999999989 -0.096089999999999981 0.090225000000000014 0.075910000000000019 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 7 11 13 -5 -7 20 -11 -6 -13 17 -9 16 -15 -4 -18 -20 -8 -12
right_child=1 -3 6 4 5 8 9 14 -10 10 21 12 -14 15 -16 -17 18 -19 19 -21 -22 -23
leaf_value=0.012312802343360194 0.011445734008782085 0.010794241156545285 0.016310673807333101 0.013857867434973633 0.014384052985002753 0.013841275573557561 0.015013350364062483 0.013044513990880647 0.012181540573047741 0.013229103245959323 0.015440234676514848 0.014980034184135691 0.01618545296261353 0.016177183529912414 0.011972881104659197 0.014617689356705998 0.014838542880926691 0.015525240338286705 0.01549602160655819 0.015064141214092238 0.01554893797189192 0.014977400211024878
leaf_weight=52 91 101 83 57 63 52 70 57 52 82 53 78 52 58 63 55 67 74 802 192 61 69
leaf_count=52 91 101 83 57 63 52 70 57 52 82 53 78 52 58 63 55 67 74 802 192 61 69
internal_value=0 0.0130468 0.0152129 0.0134495 0.0138341 0.0143756 0.0153034 0.0129253 0.0130116 0.0147346 0.0143951 0.0151105 0.0154624 0.0154466 0.0124821 0.0153805 0.0154179 0.0159406 0.0153764 0.0154126 0.0152629 0.0151787
internal_weight=0 666 1718 565 474 297 1666 177 104 335 204 193 130 1331 120 1174 1119 157 1061 994 131 122
internal_count=2384 666 1718 565 474 297 1666 177 104 335 204 193 130 1331 120 1174 1119 157 1061 994 131 122
is_linear=0
shrinkage=0.00231039


Tree=1121
num_leaves=20
num_cat=0
split_feature=1 52 52 158 2 11 41 484 15 1 124 13 52 133 0 1 0 133 2
split_gain=11.9207 4.56904 5.24943 4.28731 4.85612 3.85284 3.76924 3.29696 4.69694 6.49079 3.25349 3.24198 8.59908 2.44832 1.59456 1.03844 0.903853 0.806485 1.15298
threshold=0.10932500000000002 -0.23574499999999998 -0.075829999999999995 0.085900000000000018 0.12293000000000001 0.082485000000000017 0.078065000000000009 -0.079429999999999987 0.082725000000000007 0.077800000000000022 -0.062639999999999987 -0.10899499999999999 0.016565000000000003 0.048240000000000005 -0.072174999999999975 0.093785000000000021 -0.084044999999999995 0.087035000000000015 0.087405000000000024
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 -3 4 5 6 7 17 9 -9 -4 -12 14 16 -13 -10 -5 18 -1
right_child=1 2 10 13 -6 -7 -8 8 15 -11 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0027128223176162538 0.0029660545433549345 -0.0014926976887933874 0.0025405556797891476 0.0043549383094982283 0.0042623288595056994 0.00057198257653579617 0.00414386567287609 0.0021574761573895512 0.0023626748829545501 0.00072747726005452243 -0.00045256531563461733 0.0016536555105755933 -0.0008623127254156806 0.0020600899912770433 0.0034820725315528765 0.0034144911893917965 0.0031298275205827609 0.0024282983959082517 0.0042142624073955122
leaf_weight=57 53 53 61 83 59 84 52 436 608 285 93 52 64 58 52 56 55 68 55
leaf_count=57 53 53 61 83 59 84 52 436 608 285 93 52 64 58 52 56 55 68 55
internal_value=0 0.000941222 0.000654836 0.00229871 0.0021835 0.00211135 0.00219127 0.00212634 0.00200429 0.00159233 0.00100856 0.000650202 0.00126113 0.00333287 0.00256862 0.0024515 0.00386724 0.00306498 0.00345084
internal_weight=0 428 375 1956 1760 1701 1617 1565 1385 721 322 261 168 196 104 664 138 180 112
internal_count=2384 428 375 1956 1760 1701 1617 1565 1385 721 322 261 168 196 104 664 138 180 112
is_linear=0
shrinkage=0.00736598


Tree=1122
num_leaves=30
num_cat=0
split_feature=4 3 2 2 4 2 3 0 4 0 2 0 2 133 3 43 0 3 133 15 2 4 158 133 401 4 13 43 2
split_gain=379.512 160.17 76.9385 65.9947 28.5711 22.0198 18.7712 16.0919 12.2447 11.1701 10.7638 10.5469 7.94282 5.84305 5.71537 5.66515 10.5731 5.13474 3.93613 3.65958 7.30704 2.88552 2.56874 2.46474 1.6485 1.45055 1.13032 0.659451 0.585813
threshold=0.36766000000000004 -0.059629999999999996 0.10672500000000001 -0.0091949999999999983 -0.057539999999999994 0.13880500000000004 0.149315 -0.14216999999999999 0.005935000000000001 -0.075914999999999996 0.094955000000000025 -0.10075499999999998 0.090225000000000014 0.032620000000000003 -0.023394999999999996 -0.048514999999999996 -0.075914999999999996 0.081640000000000004 0.091745000000000007 0.08919500000000001 0.10161500000000002 -0.082249999999999976 0.083705000000000016 -0.0082649999999999998 0.085410000000000014 -0.0083249999999999973 -0.010739999999999998 -0.077889999999999987 0.095620000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 11 9 -1 12 -4 17 -2 15 19 -13 16 25 -6 -15 20 -14 23 26 -17 -23 -9 27 -10 -20
right_child=5 2 6 4 10 -7 -8 8 22 -11 -12 14 13 18 -16 21 -18 -19 28 -21 -22 24 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0056102297894092433 0.0021738099877399888 0.001527326173562514 0.001514311572222392 0.005283052654825645 0.0044841728061866268 4.2828031630498822e-05 0.00073494152458293517 0.0044626870858500275 0.0038605466666964453 0.0029193903246646177 0.0028620438829162495 0.0016179123773504096 0.0031893009317750559 0.0050215110067519083 0.00055497294975269829 0.0048222405861911453 0.0034811081818669964 0.0035239501447346354 0.0044363055574702754 0.0043768467898919559 0.0042076804365573321 0.0045336213501409291 0.0043395436042656136 0.0054013156992012692 0.0049205033013482672 0.0047613903695721584 0.0040697852447770851 0.003516961538400224 0.0041081220966369264
leaf_weight=59 82 61 52 79 63 66 59 302 53 66 60 52 64 57 52 118 54 53 70 78 84 211 58 57 80 120 52 70 52
leaf_count=59 82 61 52 79 63 66 59 302 53 66 60 52 64 57 52 118 54 53 70 78 84 211 58 57 80 120 52 70 52
internal_value=0 0.00410675 0.0029746 0.00364437 0.0041507 0.00116723 0.00177872 0.00444728 0.00440384 0.00230041 0.00364229 0.00156608 0.00448689 0.0042209 0.00108668 0.00460123 0.00442674 0.00404566 0.00452759 0.00397789 0.00376746 0.00477941 0.00392357 0.00501099 0.00464006 0.00454768 0.00378556 0.00366521 0.00429662
internal_weight=0 2132 493 316 255 252 177 1639 1580 118 176 186 1347 405 104 942 476 116 179 226 148 466 233 175 291 422 175 123 122
internal_count=2384 2132 493 316 255 252 177 1639 1580 118 176 186 1347 405 104 942 476 116 179 226 148 466 233 175 291 422 175 123 122
is_linear=0
shrinkage=0.00226508


Tree=1123
num_leaves=21
num_cat=0
split_feature=4 3 39 0 12 43 3 15 12 13 4 15 3 13 3 43 4 3 12 52
split_gain=336.39 109.846 60.2574 25.0032 14.7749 14.7379 12.5224 12.4468 11.844 10.1261 11.9363 17.1995 10.0319 7.9114 6.61354 5.08354 3.68921 2.40703 2.25236 0.754649
threshold=0.36766000000000004 0.10812000000000001 0.081875000000000017 -0.10324499999999999 0.11769500000000001 -0.069824999999999984 0.30112000000000005 0.029300000000000003 0.082295000000000021 -0.077274999999999996 -0.26545999999999997 -0.0099749999999999978 -0.0098449999999999979 -0.0094049999999999984 -0.11197999999999998 -0.081204999999999986 -0.057539999999999994 -0.082689999999999986 0.088125000000000023 -0.54159499999999994
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 2 4 -2 7 13 -3 9 -9 15 19 -12 -5 -4 -10 17 -16 -1 -17 -11
right_child=3 6 5 12 -6 -7 -8 8 14 10 11 -13 -14 -15 16 18 -18 -19 -20 -21
leaf_value=0.0057785973601002655 0.003040570173007952 0.0035473196246833551 0.0040842972137576745 0.0018986342014827241 0.0044001286472839778 0.0050958650497932483 0.0017635406710902867 0.0071419880506333622 0.0067210849690407786 0.0057658580738698707 0.0051858127297714791 0.0035345419620763764 0.00048597212027221877 0.0026740517457556892 0.0057975726834600533 0.0057297648256362903 0.0051217086252474285 0.0063230386706692619 0.0050909767667431478 0.0062412973606898892
leaf_weight=162 101 65 58 87 73 53 52 52 54 52 368 53 64 59 649 74 66 97 93 52
leaf_count=162 101 65 58 87 73 53 52 52 54 52 368 53 64 59 649 74 66 97 93 52
internal_value=0 0.00530521 0.00545329 0.00199777 0.00559542 0.00391057 0.00275478 0.00564464 0.00588924 0.00543345 0.00518127 0.004978 0.00130008 0.00337339 0.00580449 0.00574417 0.00573523 0.00598261 0.00537421 0.00600386
internal_weight=0 2132 2015 252 1845 170 117 1772 821 951 525 421 151 117 769 426 715 259 167 104
internal_count=2384 2132 2015 252 1845 170 117 1772 821 951 525 421 151 117 769 426 715 259 167 104
is_linear=0
shrinkage=0.00270699


Tree=1124
num_leaves=28
num_cat=0
split_feature=4 3 3 43 3 0 15 12 481 3 15 0 3 457 43 4 15 123 457 3 43 0 13 481 13 13 4
split_gain=432.102 149.937 44.5752 43.4093 26.2892 23.159 14.8791 9.70025 11.4491 7.96823 7.88601 7.47667 7.28568 7.02771 6.00297 7.90657 5.88414 5.38485 4.35171 3.72703 3.17793 4.13379 2.97308 1.88048 1.72233 1.20036 1.10326
threshold=0.36766000000000004 -0.058704999999999993 0.30112000000000005 -0.033174999999999989 0.10812000000000001 -0.10075499999999998 -0.42759999999999992 0.092495000000000008 -0.0087899999999999975 -0.086049999999999988 -1.0000000180025095e-35 -0.064804999999999988 -0.15680499999999997 0.048870000000000004 -0.20207499999999998 -0.060264999999999992 -0.09693499999999998 0.081180000000000016 0.069910000000000014 -0.084524999999999975 0.0054600000000000004 -0.10185499999999999 -0.048554999999999994 -0.084744999999999987 -0.049744999999999991 -0.012149999999999999 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 13 10 25 -7 8 9 -1 16 18 -9 17 -14 24 -5 -3 20 -17 21 -10 -22 -11 -16 -2 -21
right_child=5 2 -4 4 -6 6 -8 12 11 23 -12 -13 14 -15 15 19 -18 -19 -20 26 22 -23 -24 -25 -26 -27 -28
leaf_value=0.007647262297298129 0.0033566057246285997 0.0043042199496309413 0.002827408289891606 0.0062602794127713125 0.0043238530818766954 0.0027855560308658175 0.0012849768423297853 0.006892226754169885 0.0071020949679402295 0.0063017770819950945 0.0065991362403134751 0.0055871022894966611 0.0052335476620376286 0.0048832365201923319 0.0062098063996738062 0.0052521529101399143 0.0052288101372157895 0.0033034367066855151 0.0057540802704951809 0.0061520339496392131 0.0056640440900859795 0.0064415373441506574 0.0064384394345554071 0.006902762369928853 0.0066562562802043295 0.0038574958739528535 0.0058106800093667681
leaf_weight=62 53 65 52 53 60 88 59 52 56 55 86 67 52 52 98 52 68 52 54 87 52 612 56 60 93 52 136
leaf_count=62 53 65 52 53 60 88 59 52 56 55 86 67 52 52 98 52 68 52 54 87 52 612 56 60 93 52 136
internal_value=0 0.00597518 0.00485039 0.00509161 0.00567185 0.00277582 0.00218345 0.00630904 0.0064387 0.00697708 0.00606246 0.00633244 0.00606469 0.00417474 0.00598157 0.00606499 0.00568081 0.00385964 0.00639258 0.00581324 0.00643698 0.00649695 0.00606581 0.00661555 0.00642732 0.0036049 0.00594396
internal_weight=0 2132 488 436 267 252 147 1644 1074 177 207 897 570 169 518 466 121 117 830 275 776 668 108 115 191 105 223
internal_count=2384 2132 488 436 267 252 147 1644 1074 177 207 897 570 169 518 466 121 117 830 275 776 668 108 115 191 105 223
is_linear=0
shrinkage=0.00231039


Tree=1125
num_leaves=22
num_cat=0
split_feature=1 4 1 4 2 14 12 12 4 160 2 4 16 1 13 0 160 394 0 4 12
split_gain=447.346 56.907 46.668 46.7746 45.8425 23.228 20.2143 19.0768 13.7206 13.6998 13.3016 12.9124 10.3742 9.9081 7.87919 7.329 6.90075 4.85126 4.90276 4.58361 3.33135
threshold=0.10752500000000002 0.27287000000000006 0.095950000000000021 -0.015789999999999995 0.11197500000000002 0.076975000000000002 0.085090000000000013 0.11844 -0.010739999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.0082450000000000006 -0.34140499999999996 0.12835000000000002 -1.0000000180025095e-35 -0.079119999999999982 -0.081399999999999986 -0.084129999999999996 -0.10417499999999999 -0.44205499999999992 0.087615000000000012
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=2 4 5 14 6 7 -2 11 -6 -3 -5 15 -13 -11 -4 17 -17 -1 -19 -18 -14
right_child=1 9 3 10 8 -7 -8 -9 -10 13 -12 12 20 -15 -16 16 19 18 -20 -21 -22
leaf_value=0.0056826235860890318 0.0028424044761520832 0.0022165815571480551 0.0041632602206864615 0.0036359150405825273 0.0027479037348626402 0.0062488401499921423 0.0046768655499795997 0.0034833381998248081 0.0011166907819053294 0.0017649030385053245 0.0021282199979163223 0.0050134801309634778 0.003561763004073625 0.00054403442490699434 0.0053417086164888996 0.0039535621517696141 0.005429574037024122 0.0043818507248983068 0.0050783839558390699 0.0047122337954199987 0.0042763602598697948
leaf_weight=64 52 72 52 56 52 62 76 52 54 55 65 87 52 90 67 54 55 56 803 287 97
leaf_count=64 52 72 52 56 52 62 76 52 54 55 65 87 52 90 67 54 55 56 803 287 97
internal_value=0 0.00224437 0.00475273 0.00381834 0.00301928 0.00488708 0.0039318 0.00483453 0.00191714 0.00140864 0.0028262 0.0048797 0.00439085 0.00100729 0.00482696 0.00496715 0.00470853 0.00507807 0.005033 0.00482767 0.00402713
internal_weight=0 451 1909 240 234 1669 128 1607 106 217 121 1555 236 145 119 1319 396 923 859 342 149
internal_count=2360 451 1909 240 234 1669 128 1607 106 217 121 1555 236 145 119 1319 396 923 859 342 149
is_linear=0
shrinkage=0.00226508


Tree=1126
num_leaves=25
num_cat=0
split_feature=3 3 39 16 15 150 3 3 16 3 3 15 3 3 155 15 132 16 1210 160 474 16 401 16
split_gain=303.286 110.048 59.8384 36.819 29.198 27.2035 13.6453 14.0666 13.4046 13.0098 11.8619 9.35986 15.0654 6.97972 6.94156 6.4741 5.36966 3.77579 7.8545 3.70755 3.05699 1.81883 1.0885 0.289614
threshold=-0.058704999999999993 0.31343500000000007 0.081875000000000017 -0.24900499999999998 -0.24042999999999998 0.090480000000000019 0.10812000000000001 -0.0053599999999999993 -0.14483499999999996 -0.13392999999999997 -0.011259999999999997 -0.030229999999999996 -0.097574999999999981 -0.079594999999999985 0.081515000000000018 -1.0000000180025095e-35 0.082150000000000015 -0.085059999999999983 -0.065959999999999977 -0.077849999999999989 0.023345000000000001 0.037060000000000003 0.083100000000000021 -0.0019699999999999995
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 5 9 -4 6 7 -2 -5 -1 -6 12 -10 20 16 -9 17 22 -19 -15 21 -14 -13 -21
right_child=1 -3 4 8 10 -7 -8 15 11 -11 -12 14 13 19 -16 -17 -18 18 -20 23 -22 -23 -24 -25
leaf_value=0.0034159088087786322 0.0042526806868257742 0.0010200965050834083 0.0017748355844669822 0.0065146948829742368 0.0028405485865942454 0.0028786806619211487 0.0038680208317651904 0.0049545124310729754 0.0040427931419072787 0.0047737343940752091 0.0040926919624757405 0.0056161503929232541 0.0054999049201866369 0.0053965250815125477 0.0062460946035792411 0.0060105326555894142 0.004789404365101755 0.0045964694055671248 0.0054443762687744297 0.0047957216488310403 0.0059328255568359568 0.0049882830291656842 0.0059990781160036422 0.0045558230648428929
leaf_weight=68 80 89 81 52 80 52 77 61 68 85 82 161 111 52 55 64 72 65 604 54 61 58 56 72
leaf_count=68 80 89 81 52 80 52 77 61 68 85 82 161 111 52 55 64 72 65 604 54 61 58 56 72
internal_value=0 0.00341176 0.00378063 0.00525213 0.00290805 0.00441539 0.00469867 0.00501055 0.00535951 0.00417042 0.0034745 0.00531915 0.00505121 0.00521922 0.00544503 0.00549539 0.00539902 0.00544853 0.00536203 0.00487448 0.00548592 0.00532446 0.00571508 0.00465883
internal_weight=0 666 577 1694 243 334 282 205 1541 153 162 1489 476 408 1013 125 958 886 669 178 230 169 217 126
internal_count=2360 666 577 1694 243 334 282 205 1541 153 162 1489 476 408 1013 125 958 886 669 178 230 169 217 126
is_linear=0
shrinkage=0.00231039


Tree=1127
num_leaves=23
num_cat=0
split_feature=1 4 123 0 39 4 14 1 14 0 158 4 0 39 457 0 1 4 1 1 50 42
split_gain=445.025 61.0071 47.9251 28.768 36.0357 23.5827 22.1695 16.6334 16.1046 13.0295 9.08588 7.75409 12.9346 7.04532 5.63722 7.49872 5.53125 6.15322 5.46542 3.6337 3.20178 1.99809
threshold=0.10508500000000001 0.27287000000000006 1.0000000180025095e-35 -0.12118 0.084600000000000022 0.043850000000000007 -0.41790499999999997 0.12007000000000002 0.062655000000000016 -0.079119999999999982 0.084905000000000022 -0.42305999999999994 -0.045754999999999997 0.089200000000000015 0.083415000000000017 -0.097829999999999986 0.083555000000000018 0.13072500000000004 0.11726500000000001 0.085345000000000018 0.10883000000000001 -0.079234999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 18 8 -3 -8 9 14 16 19 21 -9 15 -1 17 -7 -5 -11 -17 -13
right_child=1 6 -4 4 -6 10 7 13 -10 11 -12 12 -14 -15 -16 20 -18 -19 -20 -21 -22 -23
leaf_value=0.0052770722201690417 0.0016065112714670185 0.0024201640943952614 0.0025021664966621885 0.0040710072194521749 0.0016230383175197475 0.0033305334665442439 0.0016828466582633321 -0.00021375964199973915 0.0055122840017171239 0.0042036224380140206 0.004417513363292068 0.0044716615585999424 0.002988759604299797 0.00085453697396412293 0.0039094864006291022 0.0045819437577619016 0.0028786893141897613 0.0042898452057467742 0.003209295121779537 0.0049869233082273151 0.0041517219694270696 0.0040457341958811182
leaf_weight=70 85 52 70 81 55 80 66 59 64 54 66 66 55 58 62 719 53 53 62 60 94 276
leaf_count=70 85 52 70 81 55 80 66 59 64 54 66 66 55 58 62 719 53 53 62 60 94 276
internal_value=0 0.00198558 0.00426982 0.0026665 0.00312142 0.00433963 0.00116549 0.000808848 0.00444198 0.00439491 0.00372222 0.00411436 0.00397023 0.000315625 0.0045466 0.0045913 0.00347538 0.00371299 0.00369756 0.00461609 0.00453223 0.004128
internal_weight=0 518 1842 283 198 1772 235 183 1520 1456 252 511 397 117 945 883 186 133 143 114 813 342
internal_count=2360 518 1842 283 198 1772 235 183 1520 1456 252 511 397 117 945 883 186 133 143 114 813 342
is_linear=0
shrinkage=0.00217713


Tree=1128
num_leaves=23
num_cat=0
split_feature=1 3 4 14 4 4 3 39 4 4 51 3 159 51 1 130 13 13 3 4 4 13
split_gain=362.451 111.481 37.166 34.3 31.2014 23.0805 17.1292 11.5005 10.2013 9.78833 8.80688 9.06094 6.72057 5.68012 6.67753 6.49784 5.11282 3.50721 3.366 2.05243 2.62148 1.81804
threshold=0.10141500000000002 -0.052614999999999995 0.30163500000000004 0.062655000000000016 -0.047309999999999998 0.036620000000000007 0.31534000000000006 0.088025000000000006 0.056815000000000011 -0.037969999999999997 0.084400000000000017 -0.055839999999999994 0.08457000000000002 -0.10250499999999999 0.091785000000000019 -0.074144999999999989 0.066010000000000013 -0.07692499999999998 -0.0072299999999999994 0.15891500000000003 0.066275000000000014 -0.052454999999999995
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 9 5 -3 10 7 8 -6 -2 13 17 19 -1 15 -15 -17 -12 -9 20 -7 -16
right_child=1 4 -4 -5 6 12 -8 18 -10 -11 11 -13 -14 14 21 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0056538048542676073 0.0055146426779014894 0.0039268552635503325 0.0029499894860564434 0.0065427303536337595 0.0021422286760307266 0.0040086043495674052 0.0010478065539466382 0.0021977305391853263 0.0032618914594166226 0.0044052504706168037 0.0053302656214692839 0.0038797184615857235 0.0049918701106957198 0.0059264588366097892 0.004881086893482196 0.0051793161767348991 0.0045846823047087084 0.0046368256349474633 0.0014302615493423374 0.0038398759915094448 0.0046442820461832096 0.0043491238185347928
leaf_weight=102 69 52 66 70 74 62 59 53 81 84 63 52 63 52 69 897 75 79 56 62 63 57
leaf_count=102 69 52 66 70 74 62 59 53 81 84 63 52 63 52 69 897 75 79 56 62 63 57
internal_value=0 0.0030821 0.00431643 0.00504819 0.00236119 0.00498649 0.00210906 0.00234614 0.00272749 0.00490572 0.00509219 0.00465932 0.00437501 0.00515924 0.00511536 0.00517375 0.00513346 0.00494464 0.00180365 0.00416707 0.00432917 0.00464062
internal_weight=0 594 219 1766 375 1696 323 264 155 153 1446 194 250 1252 1150 1024 972 142 109 187 125 126
internal_count=2360 594 219 1766 375 1696 323 264 155 153 1446 194 250 1252 1150 1024 972 142 109 187 125 126
is_linear=0
shrinkage=0.00217713


Tree=1129
num_leaves=21
num_cat=0
split_feature=1 3 16 3 3 43 49 123 2 12 12 159 43 3 1456 481 42 43 481 160
split_gain=23.4291 14.2865 5.2307 5.56989 4.91047 6.58234 4.84757 3.53137 3.46772 3.24731 2.81823 2.90495 7.10026 3.69057 2.59666 2.03268 1.94123 1.53064 0.696655 0.306671
threshold=0.09518500000000002 -0.049204999999999992 -0.41163499999999992 -0.14443999999999999 0.32329500000000005 -0.073404999999999984 -0.053904999999999988 0.084355000000000013 0.11517500000000001 0.11844 -0.06202499999999999 0.084325000000000025 -0.077604999999999993 -0.15500999999999998 0.087065000000000017 -0.049319999999999996 0.090115000000000015 0.0032700000000000003 -0.08452999999999998 -0.0096849999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 5 7 -7 -3 -8 10 -1 13 -13 -12 15 18 -5 -17 -15 -14
right_child=1 4 3 16 -6 6 8 -9 -10 -11 11 12 19 14 -16 17 -18 -19 -20 -21
leaf_value=0.0051418673303327955 0.0014570993703145578 -0.0011051165787587618 0.0053568282844330935 0.0018528156618928062 -0.00082427471268434172 0.0040782724204438603 0.0026656270679973814 0.0011666908121309406 0.00048263492800369354 0.0017728226172973058 0.0015272473410706676 0.0028771476292287481 0.0060356868837045368 0.0038857183752144596 0.0022028695052341953 0.0036073922272235708 0.0035691051928616324 0.0029600944245700552 0.0050419603804101243 0.0052303701437792019
leaf_weight=58 70 60 73 56 60 55 76 88 76 54 53 92 52 53 79 858 90 247 58 52
leaf_count=58 70 60 73 56 60 55 76 88 76 54 53 92 52 53 79 858 90 247 58 52
internal_value=0 0.00194444 0.00317735 0.00372685 0.00108568 0.0014087 0.00224023 0.000245167 0.00157464 0.00351745 0.00357621 0.00351735 0.00434024 0.00339764 0.00347413 0.00355666 0.00291133 0.00346277 0.00449058 0.00563377
internal_weight=0 704 289 219 415 355 207 148 152 1656 1602 1544 196 1348 1295 1216 146 1105 111 104
internal_count=2360 704 289 219 415 355 207 148 152 1656 1602 1544 196 1348 1295 1216 146 1105 111 104
is_linear=0
shrinkage=0.00722155


Tree=1130
num_leaves=18
num_cat=0
split_feature=1 447 15 376 48 3 133 1 51 3 13 3 13 42 0 39 42
split_gain=14.6307 6.08788 5.01406 5.55508 6.50945 5.16163 3.87411 3.56482 2.9241 4.99262 5.42789 2.6446 2.6042 1.95473 1.79806 2.08832 0.527093
threshold=0.10574000000000001 0.084700000000000011 -0.016949999999999996 0.080200000000000007 0.10990500000000002 -0.029309999999999996 -0.060569999999999992 0.13075500000000004 0.11024000000000002 -0.13392999999999997 0.085880000000000012 -0.107915 -0.10477499999999999 0.082755000000000009 -0.062694999999999987 0.081875000000000017 0.091090000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 -4 -2 13 9 10 -1 -11 -13 -8 15 -14 -16
right_child=2 -3 5 -5 -6 -7 7 -9 -10 11 -12 12 14 -15 16 -17 -18
leaf_value=0.0054270827340762544 0.0030995948050905071 0.00038891892499582232 0.0014375235213278034 -0.00029399464425531463 0.0038520366880791415 -0.0014357593663717834 0.0010748539481816163 0.00012851407122301247 0.0014897626288395409 0.001130357200202675 0.0026319120048348826 0.0011530742538715794 0.0026194171572998469 0.0026129378617318092 0.0036952299190631736 0.0014565911961140843 0.0028502429938547054
leaf_weight=55 52 57 53 58 60 54 78 93 103 56 65 53 1268 65 80 70 54
leaf_count=55 52 57 53 58 60 54 78 93 103 56 65 53 1268 65 80 70 54
internal_value=0 0.00249497 0.00124707 0.00157904 0.00189141 -1.18919e-05 0.00148271 0.00112615 0.00256147 0.00262633 0.00391361 0.00252857 0.00257987 0.00177447 0.0026312 0.00255863 0.00335523
internal_weight=0 1861 513 406 348 107 288 236 1804 1701 120 1581 1525 143 1472 1338 134
internal_count=2374 1861 513 406 348 107 288 236 1804 1701 120 1581 1525 143 1472 1338 134
is_linear=0
shrinkage=0.00654078


Tree=1131
num_leaves=20
num_cat=0
split_feature=1 52 123 1 0 42 15 160 1 48 15 15 15 41 0 15 130 15 15
split_gain=646.78 106.65 57.3319 42.809 25.6331 24.9098 17.0677 14.4988 11.1966 10.9672 8.57107 8.33787 8.06912 7.86654 7.50055 15.6989 6.7027 4.75432 4.45867
threshold=0.104035 -0.42364999999999992 1.0000000180025095e-35 0.13075500000000004 -0.066849999999999979 1.0000000180025095e-35 -0.043644999999999996 -0.077799999999999994 1.0000000180025095e-35 -0.078084999999999974 -0.032264999999999995 -0.26826999999999995 -0.093124999999999986 1.0000000180025095e-35 -0.10891999999999999 -0.09693499999999998 0.10383500000000001 0.094620000000000024 -0.4680149999999999
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 5 9 6 12 -6 10 -1 -9 18 -3 14 15 -11 17 -16 -5
right_child=1 3 -4 11 7 -7 -8 8 -10 13 -12 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.014977434716093068 0.01595343995151955 0.012514570089112572 0.013754729423489829 0.011647237331486662 0.014114291826777575 0.014000738239138541 0.011396859506772163 0.015864901429873988 0.016293536875353336 0.016450910037079824 0.014701235727107426 0.012172745240859584 0.013726584520106373 0.016957797972351044 0.016223944853180537 0.014773355222007021 0.015399820172813623 0.015761203865706216 0.010658970660364659
leaf_weight=53 57 82 73 52 52 103 55 61 75 58 95 78 53 60 1013 74 72 152 56
leaf_count=53 57 82 73 52 52 103 55 61 75 58 95 78 53 60 1013 74 72 152 56
internal_value=0 0.0128436 0.0158448 0.0124735 0.0159312 0.0130467 0.0125294 0.0152665 0.0155257 0.0160581 0.0151564 0.0115703 0.0129906 0.0160982 0.0160605 0.0155107 0.0161192 0.0161636 0.011135
internal_weight=0 536 1838 479 1765 293 190 283 231 1482 156 186 135 1429 1369 132 1237 1165 108
internal_count=2374 536 1838 479 1765 293 190 283 231 1482 156 186 135 1429 1369 132 1237 1165 108
is_linear=0
shrinkage=0.00240373


Tree=1132
num_leaves=19
num_cat=0
split_feature=1 52 39 1 12 12 447 0 1 0 52 2 13 52 13 49 13 12
split_gain=398.315 80.8442 33.959 31.8394 16.7601 16.207 15.321 25.454 11.3216 10.4689 10.0781 9.794 9.44135 8.46613 6.51035 5.90709 5.41743 4.39778
threshold=0.10491000000000002 -0.40809499999999993 0.081875000000000017 0.12337000000000002 0.11769500000000001 0.088745000000000004 0.084065000000000015 -0.14216999999999999 0.092655000000000015 -0.16242999999999996 0.057125000000000002 0.090000000000000011 -0.091914999999999983 0.39765000000000006 -0.0073499999999999998 0.092185000000000017 -0.042924999999999998 0.083785000000000012
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 5 6 14 7 9 -4 -1 16 13 -13 17 -3 -14 -5 -9
right_child=1 3 8 10 -6 -7 -8 11 -10 -11 -12 12 15 -15 -16 -17 -18 -19
leaf_value=0.0052532475088105787 0.0049687032632706159 0.0025477431626715588 0.0040728133390627889 0.00050993133157208894 0.0035255023032638873 0.0034650203843431815 0.0034482325156034591 0.0053786352477954097 0.0024605371411560791 0.0066968142023967718 0.0020777635638528414 0.0034754904054160058 0.0047235718594637131 0.0039450513181641085 0.0015950284559414509 0.0041176070899514791 0.0014078625584581451 0.0048567661581158947
leaf_weight=71 57 88 53 94 69 72 52 112 52 53 59 54 356 57 85 134 71 785
leaf_count=71 57 88 53 94 69 72 52 112 52 53 59 54 356 57 85 134 71 785
internal_value=0 0.00221124 0.00462957 0.00187606 0.00471118 0.00248699 0.00476003 0.00480207 0.0032746 0.00587047 0.00120773 0.00471361 0.00445051 0.00486362 0.0020798 0.00455791 0.000896473 0.00492196
internal_weight=0 526 1848 469 1743 245 1674 1622 105 124 224 1498 544 954 173 490 165 897
internal_count=2374 526 1848 469 1743 245 1674 1622 105 124 224 1498 544 954 173 490 165 897
is_linear=0
shrinkage=0.0024518


Tree=1133
num_leaves=27
num_cat=0
split_feature=1 52 3 52 4 0 3 4 52 11 13 1 1 52 3 150 3 52 133 1 0 4 13 43 43 401
split_gain=571.177 107.255 50.3716 46.4397 20.5547 20.4312 17.5731 13.7033 13.5682 13.0354 12.0584 18.3158 10.7967 9.48839 7.5507 7.44606 12.3593 5.80987 5.32979 4.75118 4.62384 3.00407 2.34524 2.45654 2.033 2.00897
threshold=0.104035 -0.41304999999999997 -0.065974999999999992 0.19121000000000002 0.42098500000000005 -0.060199999999999997 -0.036004999999999988 0.054560000000000004 -0.15086999999999998 1.0000000180025095e-35 -0.0041499999999999983 0.077800000000000022 0.13130500000000003 -0.08130999999999998 0.084735000000000019 0.092010000000000022 0.0075150000000000008 0.0029250000000000005 -1.0000000180025095e-35 0.14298500000000003 -0.084184999999999996 -0.085474999999999982 0.0061450000000000003 -0.083899999999999988 -0.14495499999999997 0.083100000000000021
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 5 4 6 7 -3 9 -7 20 11 18 -6 -12 -15 16 -8 -9 -4 -14 21 -1 23 -22 -24 -23
right_child=1 3 10 -5 12 8 15 17 -10 -11 13 -13 19 14 -16 -17 -18 -19 -20 -21 22 25 24 -25 -26 -27
leaf_value=0.013605318167139488 0.012986035412580922 0.01117717214605277 0.012707758897867768 0.011947694670991816 0.010050741387327259 0.012975088307584499 0.0095990287971866317 0.012021829002980133 0.011668776297731335 0.014063402552283853 0.013117946922309076 0.010877595688553824 0.0086224577146357655 0.012646304008308721 0.011675552197895527 0.0094514729490185485 0.010896970792441972 0.012884109471638212 0.011831130570642166 0.0094700321030759694 0.013288338715799049 0.013097612300535556 0.012975556184277409 0.012940968313928138 0.012420737161336607 0.013510050008740742
leaf_weight=67 60 70 52 52 71 54 53 67 74 54 64 59 52 66 61 62 63 58 59 53 104 404 52 429 58 56
leaf_count=67 60 70 52 52 71 54 53 67 74 54 64 59 52 66 61 62 63 58 59 53 104 404 52 429 58 56
internal_value=0 0.0105003 0.012814 0.0101869 0.0099709 0.0129756 0.0103376 0.0130472 0.01222 0.013111 0.0121527 0.0117686 0.00945412 0.0124945 0.0121802 0.0100073 0.0103041 0.0124221 0.012242 0.00905048 0.0130671 0.0132061 0.0129531 0.0130088 0.0126832 0.0131479
internal_weight=0 536 1838 476 424 1477 248 1349 128 1224 361 170 176 191 127 178 116 125 111 105 1170 527 643 533 110 460
internal_count=2374 536 1838 476 424 1477 248 1349 128 1224 361 170 176 191 127 178 116 125 111 105 1170 527 643 533 110 460
is_linear=0
shrinkage=0.00197189


Tree=1134
num_leaves=13
num_cat=0
split_feature=4 39 13 14 16 13 147 151 13 160 4 4
split_gain=13.912 5.92171 5.53938 5.34284 15.5502 5.28553 6.23378 4.72016 3.16228 3.13259 3.18274 2.70778
threshold=0.27287000000000006 0.096775000000000014 -0.15714499999999998 -0.41790499999999997 -0.44470499999999996 -0.16392499999999996 1.0000000180025095e-35 0.077805000000000013 -0.097519999999999982 -0.53327999999999987 -0.16772499999999999 0.41939500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 11 -1 7 8 -7 -10 -11 -5
right_child=2 -3 3 4 -6 6 -8 -9 9 10 -12 -13
leaf_value=0.002074232314429829 0.004091037146436112 0.0017538409217480165 0.0036018783542494221 0.001313846482654769 -0.0024627087913247918 0.0055490325237634794 0.0019738394022995693 0.0061648559563410111 0.0024100028108627078 0.0051434350992913408 0.0039798150092836678 0.0036963073810712551
leaf_weight=78 63 69 54 54 53 80 77 64 66 146 1516 54
leaf_count=78 63 69 54 54 53 80 77 64 66 146 1516 54
internal_value=0 0.00392043 0.00213101 0.00155631 0.000869719 0.00399414 0.00407094 0.00415716 0.00408604 0.00401826 0.00408208 0.00250582
internal_weight=0 2096 278 215 161 2027 1949 1872 1808 1728 1662 108
internal_count=2374 2096 278 215 161 2027 1949 1872 1808 1728 1662 108
is_linear=0
shrinkage=0.0075133


Tree=1135
num_leaves=14
num_cat=0
split_feature=4 15 457 0 0 15 47 160 3 0 51 12 483
split_gain=13.1346 6.63413 3.6977 5.31402 5.67204 5.00001 4.28005 3.36936 2.98068 3.37717 2.86703 6.57513 2.48771
threshold=0.30163500000000004 -0.4680149999999999 0.10259500000000001 -0.14822499999999997 -0.13314999999999996 0.13393000000000002 0.11227500000000001 -1.0000000180025095e-35 -0.082634999999999986 -0.10185499999999999 0.087425000000000017 0.092755000000000018 0.089245000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 6 10 -1 -3 -10 12 -12 -6
right_child=1 8 -4 4 5 -7 -8 -9 9 -11 11 -13 -14
leaf_value=0.0026274153776574328 0.0025647836675978769 0.0016164826925555676 0.001215373997546094 0.0010629846660528794 0.0027368327241251078 0.00086756808166314704 0.0014754448114828508 0.0045102660346791152 0.0009612873127159636 -0.0010753848729635779 0.0042194425491085706 0.0021368949385211109 0.001790253663051514
leaf_weight=53 81 57 62 80 1362 52 92 82 57 53 129 85 101
leaf_count=53 81 57 62 80 1362 52 92 82 57 53 129 85 101
internal_value=0 0.00120059 0.0026145 0.00265708 0.0025779 0.00264442 0.00269662 0.00377153 0.000538548 -1.94547e-05 0.00276357 0.00339255 0.00267153
internal_weight=0 248 2098 2036 1901 1821 1769 135 167 110 1677 214 1463
internal_count=2346 248 2098 2036 1901 1821 1769 135 167 110 1677 214 1463
is_linear=0
shrinkage=0.00580803


Tree=1136
num_leaves=16
num_cat=0
split_feature=4 1375 0 52 0 4 150 2 4 0 1 3 13 13 13
split_gain=9.0845 4.18616 5.91661 4.62847 3.57553 3.08485 4.65587 3.264 2.49984 5.1355 3.08434 7.64088 3.16434 1.82642 0.883266
threshold=0.30163500000000004 -0.097394999999999982 -0.14822499999999997 0.022635000000000006 -0.13314999999999996 0.50113000000000019 0.082295000000000021 0.11444000000000001 0.05864500000000001 -0.099059999999999995 0.096950000000000022 -0.12595999999999999 -0.011984999999999997 -0.014114999999999997 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -2 -7 9 -6 11 -11 -12 14 -10
right_child=5 2 4 -5 8 7 -8 -9 13 10 12 -13 -14 -15 -16
leaf_value=0.00067097227709681212 -0.0011856271958110935 0.0050575761038165294 0.001137636291421263 0.0024494187535978335 0.0047510114240619317 0.0032448079690847505 0.0017374737862989537 0.0010629298818712251 0.0016562898897063071 9.8812502429655079e-05 0.002462290929168845 0.0026148152592743654 0.0040993505575625732 0.00088828089246269953 0.002785796036252057
leaf_weight=53 52 84 83 54 57 52 53 91 57 61 103 1274 128 62 82
leaf_count=53 52 84 83 54 57 52 53 91 57 61 103 1274 128 62 82
internal_value=0 0.00259879 0.00264872 0.00403753 0.00254818 0.0011934 0.000289137 0.00185686 0.00261232 0.00270286 0.00262826 0.00249991 0.00336973 0.00188092 0.00232315
internal_weight=0 2098 2045 138 1907 248 105 143 1824 1623 1566 1335 231 201 139
internal_count=2346 2098 2045 138 1907 248 105 143 1824 1623 1566 1335 231 201 139
is_linear=0
shrinkage=0.00694113


Tree=1137
num_leaves=12
num_cat=0
split_feature=149 4 4 43 2 4 16 1375 0 484 3
split_gain=6.87563 11.5893 4.25817 3.98656 6.17205 3.90291 5.45851 3.04925 4.76766 2.67062 0.603389
threshold=0.079000000000000015 0.30163500000000004 -0.5093899999999999 -0.23596999999999999 0.14271500000000001 0.50113000000000019 -0.11118499999999999 -0.082349999999999993 -0.15653499999999998 0.085435000000000025 -0.107915
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 7 -3 -7 -5 -9 -10 -4
right_child=-2 5 3 4 -6 6 -8 8 9 -11 -12
leaf_value=0.0002771766875472964 0.0048570174326370624 -0.00073137854572443383 0.0044064418576119013 0.00078025327552503569 -0.00021483970034506434 0.0026599973370739251 -0.00045890050878332253 0.0042443306227656396 0.0024828258714460986 0.0014524248379451472 0.0032800205667548161
leaf_weight=56 58 88 54 65 54 78 57 85 1527 164 60
leaf_count=56 58 88 54 65 54 78 57 85 1527 164 60
internal_value=0 0.00218397 0.00236321 0.00242132 0.00233748 0.000523756 0.00134252 0.00241239 0.00247207 0.00238294 0.00381431
internal_weight=0 2288 2065 2009 1895 223 135 1841 1776 1691 114
internal_count=2346 2288 2065 2009 1895 223 135 1841 1776 1691 114
is_linear=0
shrinkage=0.00766357


Tree=1138
num_leaves=25
num_cat=0
split_feature=1 2 1 124 13 2 1 3 2 3 12 3 3 3 12 0 3 13 0 2 130 133 0 131
split_gain=307.318 43.5529 34.2116 33.2056 21.1657 17.5522 16.5498 15.9753 15.1818 11.4953 10.7558 10.7154 6.95031 5.931 5.53516 5.4754 4.31711 4.20933 2.79298 2.39798 2.09023 1.26109 1.256 1.25399
threshold=0.104035 0.10859000000000001 0.13130500000000003 -0.082254999999999981 -1.0000000180025095e-35 0.09857500000000001 0.085720000000000005 -0.14619999999999997 0.086165000000000005 -0.10175499999999998 -0.081314999999999985 -0.021559999999999996 -0.029309999999999996 -0.080049999999999996 0.087745000000000004 -0.10023499999999998 -0.088714999999999988 -0.061199999999999991 -0.050379999999999994 0.088820000000000024 -0.0075749999999999993 0.092470000000000011 -0.076539999999999983 0.090150000000000022
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 11 -1 10 6 7 -5 16 -7 -3 17 14 -11 19 -6 -8 -2 21 -9 -16 -15 23 -18
right_child=1 4 -4 5 15 9 8 12 -10 13 -12 -13 -14 18 20 -17 22 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0033795463526543096 0.0051405492524197009 0.0025360190589414329 0.0023576275076033757 0.0063772259463971805 0.0025605473232056561 0.0036391056818382578 0.0043014582845396845 0.0053697246304264968 0.0036030981901417005 0.0053294628137734662 0.0013446856102609678 0.0034535349831648961 0.0058704388281504982 0.0048689322577933312 0.0053520831141743285 0.0035103980702633087 0.0052197082789906535 0.0042329000948397085 0.0041219331419637328 0.004947969419673656 0.0048803389522332442 0.0044345810989996973 0.0047266594903989786 0.0048193616914821305
leaf_weight=67 54 66 68 62 58 60 53 417 55 66 95 54 72 97 57 68 142 52 58 85 363 56 62 59
leaf_count=67 54 66 68 62 58 60 53 417 55 66 95 54 72 97 57 68 142 52 58 85 363 56 62 59
internal_value=0 0.00296509 0.00370431 0.00494582 0.00237775 0.00500529 0.00511523 0.00526 0.00470307 0.00453971 0.00183321 0.0042765 0.00519029 0.0047347 0.00513716 0.00307336 0.00489444 0.00469552 0.00454855 0.00529836 0.00494442 0.00471011 0.00501385 0.00510231
internal_weight=0 515 228 1831 287 1764 1427 1056 371 337 161 160 994 277 922 126 316 106 211 502 420 153 263 201
internal_count=2346 515 228 1831 287 1764 1427 1056 371 337 161 160 994 277 922 126 316 106 211 502 420 153 263 201
is_linear=0
shrinkage=0.00226508


Tree=1139
num_leaves=24
num_cat=0
split_feature=1 3 1 1 39 15 0 0 0 47 11 1 156 1 51 3 15 3 49 1 0 15 15
split_gain=327.253 59.0158 29.6015 28.2659 29.1299 24.9586 18.4404 14.4663 13.9462 13.7103 11.8623 9.38353 6.40688 5.90228 3.57861 3.41552 5.34074 2.81601 2.90956 2.02501 1.85622 1.85065 1.09099
threshold=0.104035 -0.052614999999999995 0.14262000000000002 0.089625000000000024 0.081875000000000017 -0.13800499999999996 -0.14097999999999997 -0.10147999999999999 0.040035000000000008 0.098400000000000015 1.0000000180025095e-35 0.11670500000000002 0.088410000000000016 0.11646000000000002 -0.014904999999999998 -0.096404999999999991 0.029300000000000003 -0.029309999999999996 0.093160000000000007 0.096515000000000004 -0.079119999999999982 -0.074959999999999985 -0.41309499999999993
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 5 9 6 7 -2 10 -5 12 11 -1 21 15 -7 -9 16 -8 18 -17 20 -16 -3 -13
right_child=1 2 -4 4 -6 13 8 14 -10 -11 -12 22 -14 -15 19 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0050000963710475441 0.0023426319377148944 0.002347975391544267 0.00077374852657357987 0.0033489328118487395 0.0025788017448197908 0.0045837973615739302 0.0047307298657364742 0.0041199829796788046 0.0038857480690850715 0.0034503258373120701 0.0064416056445218712 0.0019309963497353621 0.0041995653839226278 0.0036529115568975407 0.0048784205995244133 0.0048133255046668624 0.0057057372015932454 0.0052706545251673528 0.0044767417495840227 0.0051267306915452225 0.0043413500828740929 0.0029444956338979893 0.0014727050123279546
leaf_weight=62 52 52 67 56 53 73 58 58 91 52 52 52 86 63 64 869 54 58 151 53 66 52 52
leaf_count=62 52 52 67 56 53 73 58 58 91 52 52 52 86 63 64 869 54 58 151 53 66 52 52
internal_value=0 0.00266061 0.00209045 0.00466448 0.00409645 0.00365221 0.00479871 0.0043672 0.00472704 0.00242966 0.00565784 0.00217439 0.00478702 0.00415275 0.00460371 0.00482946 0.00520103 0.00479083 0.00476352 0.0047569 0.00460594 0.00264646 0.00170208
internal_weight=0 515 327 1831 350 188 1481 297 1367 260 114 208 1276 136 241 1190 112 1078 1020 183 130 104 104
internal_count=2346 515 327 1831 350 188 1481 297 1367 260 114 208 1276 136 241 1190 112 1078 1020 183 130 104 104
is_linear=0
shrinkage=0.00222067


Tree=1140
num_leaves=24
num_cat=0
split_feature=4 3 3 43 0 0 3 4 156 52 160 3 0 11 3 15 4 3 401 4 51 133 15
split_gain=435.759 151.162 64.7666 59.3913 22.4003 21.8266 18.14 14.2485 12.7197 11.6819 10.5549 9.56036 8.84518 6.85093 10.9693 5.44726 3.87911 3.6299 2.93621 2.80764 2.01627 1.98808 0.557914
threshold=0.30163500000000004 -0.06340999999999998 0.20828500000000003 -0.035884999999999993 -0.14216999999999999 -0.11912999999999999 0.10812000000000001 0.054560000000000004 0.050840000000000003 -0.046924999999999988 0.075825000000000017 -0.010299999999999998 -0.079119999999999982 1.0000000180025095e-35 -0.11128999999999999 -0.013349999999999999 0.13072500000000004 -0.099169999999999994 0.087495000000000003 -0.085574999999999984 -0.42141999999999996 -0.032969999999999992 -0.095539999999999986
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=1 4 3 9 -1 -2 8 12 15 10 -3 -7 17 14 -14 22 20 -6 19 -19 -9 -16 -5
right_child=5 2 -4 6 7 11 -8 16 -10 -11 -12 -13 13 -15 21 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0080803354409147467 0.0031248852327352226 0.0022410600414685326 0.0019274683609375009 0.0055633796164210429 0.0072406680331688145 0.0020539196946712237 0.0043538618943846719 0.0055766372194203271 0.0072846092203982023 0.0046691025001832209 0.0039632703545583441 0.00068096139919558013 0.0047492189647557661 0.006832772372788517 0.0065424981000817362 0.0063662028757876469 0.0060838387493059708 0.0068486005663535429 0.0069630803409189814 0.0063662350645206991 0.004803778311753654 0.0060095628365549741 0.0051538690473559075
leaf_weight=55 86 52 60 54 54 80 57 53 53 59 57 75 52 78 67 66 59 110 93 629 52 296 55
leaf_count=55 86 52 60 54 54 80 57 53 53 59 57 75 52 78 67 66 59 110 93 629 52 296 55
internal_value=0 0.00592826 0.004624 0.00498109 0.00634694 0.00200907 0.00574887 0.00628514 0.00609749 0.00367844 0.00314194 0.00138978 0.00637677 0.00607948 0.00593782 0.00573779 0.00551441 0.00654217 0.00649679 0.00643808 0.00519417 0.00610801 0.00535702
internal_weight=0 2111 513 453 1598 241 285 1543 228 168 109 155 1379 493 415 175 164 886 832 739 105 363 109
internal_count=2352 2111 513 453 1598 241 285 1543 228 168 109 155 1379 493 415 175 164 886 832 739 105 363 109
is_linear=0
shrinkage=0.00276112


Tree=1141
num_leaves=22
num_cat=0
split_feature=4 2 12 150 15 3 4 4 2 43 4 15 4 43 16 42 2 133 43 43 12
split_gain=237.007 119.932 72.8504 51.6645 24.1485 21.7759 21.2999 40.1346 21.2242 14.0316 11.3894 7.74714 13.526 9.81813 6.98528 5.24572 4.72808 3.29196 4.29802 1.43881 1.38435
threshold=0.30163500000000004 0.14578500000000003 0.077755000000000005 0.094365000000000018 0.0056700000000000006 -0.13392999999999997 -0.0030749999999999996 -0.17689999999999997 0.088375000000000023 -0.082689999999999986 0.043850000000000007 -0.42759999999999992 0.42098500000000005 -0.049914999999999994 -0.10803999999999998 0.11819500000000001 0.093565000000000023 -0.00027499999999999996 -0.023454999999999997 -0.020049999999999995 0.091365000000000016
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 2 3 4 6 8 7 -1 -4 -9 15 13 -13 -2 20 17 -8 19 -19 -7 -12
right_child=11 -3 5 -5 -6 10 16 9 -10 -11 14 12 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0051153653763925206 0.0020289788804971152 0.0016052340896482648 0.0073464598299361238 0.0019269751982719391 0.0059457074891048458 0.0050792277500249809 0.0053206185828561141 0.0036419985830501303 0.0054337440280809507 0.0019295169070607727 0.0053237595335637105 0.0026995449922854881 0.0010867093198283009 0.0034182480373561911 0.0041474205003359686 0.0045268749739695562 0.004387870971384383 0.005231028690794017 0.0047029476857641233 0.0054646956021306772 0.0047679453553372136
leaf_weight=66 52 62 52 55 52 67 73 53 95 58 52 65 56 68 98 60 56 630 105 422 55
leaf_count=66 52 62 52 55 52 67 73 53 95 58 52 65 56 68 98 60 56 630 105 422 55
internal_value=0 0.00489954 0.0049992 0.00409683 0.00443012 0.00522699 0.00417249 0.00363053 0.00611053 0.00274742 0.00513974 0.0023832 0.00195332 0.00281645 0.00461254 0.0052239 0.0049159 0.00525804 0.00515562 0.00541193 0.0050383
internal_weight=0 2111 2049 413 358 1636 306 177 147 111 1489 241 121 120 205 1284 129 1224 735 489 107
internal_count=2352 2111 2049 413 358 1636 306 177 147 111 1489 241 121 120 205 1284 129 1224 735 489 107
is_linear=0
shrinkage=0.00240373


Tree=1142
num_leaves=28
num_cat=0
split_feature=1 52 1 50 2 11 1 3 2 4 3 1 150 2 48 50 2 42 4 403 42 4 49 3 42 2 3
split_gain=462.014 101.515 46.9589 37.1514 29.1167 36.2277 22.9381 21.916 26.4079 11.2342 9.03263 8.74656 7.99363 5.79962 6.35163 5.17492 5.05915 4.24849 4.86416 3.16479 2.56191 2.46498 2.11018 2.05396 2.5639 1.87422 1.51113
threshold=0.10141500000000002 -0.41304999999999997 0.13869000000000004 0.096530000000000019 0.094835000000000017 1.0000000180025095e-35 0.088595000000000021 -0.029309999999999996 0.10322500000000003 0.056815000000000011 0.045635000000000002 0.088340000000000016 1.0000000180025095e-35 0.12454500000000002 0.078910000000000022 0.10883000000000001 0.088210000000000025 0.080060000000000006 -0.022999999999999996 -0.085254999999999984 0.079170000000000004 0.018150000000000003 0.088750000000000009 -0.079954999999999984 0.090040000000000023 0.10364000000000001 -0.07908999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 11 13 8 -3 -9 -11 15 23 14 20 16 17 18 -1 -19 25 -22 26 -13 -25 -6 -18
right_child=1 2 -4 -5 6 -7 -8 9 -10 10 -12 12 -14 -15 -16 -17 22 19 -20 -21 21 -23 -24 24 -26 -27 -28
leaf_value=0.0054295908159084213 0.0049488957971004577 0.0040640748540370156 0.0006459825544932545 0.0042833550260761074 0.0041455042572923059 0.0069470177599549893 0.0032014910404763296 0.001136257306262437 0.0017943143112749051 0.0015356703266819233 0.0028968408499731135 0.0046350088032780052 0.0038618241582928786 0.0039469039740956469 0.0054969628512435932 0.0044957665143892838 0.00497865749230592 0.0047095811607894477 0.006249795306028383 0.0053026701515711859 0.0051043207079401395 0.0044500132282074443 0.0045879615674266211 0.0054513384655772842 0.0047747397667579523 0.0046977835332712263 0.0054264300006393266
leaf_weight=224 84 63 103 56 72 63 70 103 56 55 58 99 53 53 63 59 187 68 52 235 97 52 63 63 69 73 59
leaf_count=224 84 63 103 56 72 63 70 103 56 55 58 99 53 53 63 59 187 68 52 235 97 52 63 63 69 73 59
internal_value=0 0.00250575 0.00209026 0.00247066 0.00498037 0.00516805 0.00447435 0.00216756 0.00299617 0.00171095 0.00223455 0.00507699 0.00470602 0.0046916 0.00480209 0.00518821 0.00523419 0.00536731 0.00558422 0.00516965 0.0046531 0.00487614 0.00498466 0.0048996 0.00509786 0.00442373 0.00508615
internal_weight=0 578 494 391 1774 1294 480 335 119 216 113 1231 284 410 357 947 888 579 276 303 294 149 309 231 132 145 246
internal_count=2352 578 494 391 1774 1294 480 335 119 216 113 1231 284 410 357 947 888 579 276 303 294 149 309 231 132 145 246
is_linear=0
shrinkage=0.00240373


Tree=1143
num_leaves=22
num_cat=0
split_feature=1 52 1 12 123 14 3 4 4 15 3 3 3 12 133 13 49 12 52 15 12
split_gain=412.096 105.593 54.5605 37.6377 37.3038 22.0411 16.7487 13.9499 12.2662 10.1993 16.8056 14.3717 10.2871 8.78253 6.49975 4.88128 3.84899 3.5579 2.65493 2.18256 1.33797
threshold=0.10335000000000001 -0.41304999999999997 0.12337000000000002 0.023990000000000004 1.0000000180025095e-35 0.062655000000000016 0.30112000000000005 0.42405000000000009 0.032965000000000001 0.03981500000000001 -0.11756999999999999 0.084735000000000019 -0.097574999999999981 0.086315000000000017 0.11588000000000002 0.0049200000000000008 0.088750000000000009 0.095815000000000011 0.11667000000000001 0.096385000000000012 0.092395000000000019
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=4 -2 3 8 5 9 7 -4 -3 10 -1 13 -11 16 15 18 -12 -15 -14 20 -16
right_child=1 2 6 -5 -6 -7 -8 -9 -10 12 11 -13 14 17 19 -17 -18 -19 -20 -21 -22
leaf_value=0.0033698710770551296 0.0046780077699913871 0.0013530456939094548 0.0021185498061428759 0.0036927457810588893 0.0028268146955963388 0.0057165833655232747 0.00011973324347074218 0.00074281460359584416 0.0025101157422880403 0.0055227542202068419 0.0049548035116528926 0.0035946937974908064 0.0047796765609408199 0.0044345625110411777 0.0040966102883650069 0.0040094415596833187 0.0043300460485286869 0.0040247652254921419 0.0043421475749130592 0.0038276382830728412 0.0045890067224283598
leaf_weight=90 73 86 72 87 68 65 66 68 88 54 190 101 436 288 53 52 63 157 79 61 55
leaf_count=90 73 86 72 87 68 65 66 68 88 54 190 101 436 288 53 52 63 157 79 61 55
internal_value=0 0.00224279 0.00186207 0.00252325 0.00440972 0.00447143 0.00102425 0.0014505 0.00193836 0.00442321 0.0042629 0.00436346 0.00460358 0.00447467 0.00453611 0.00464816 0.00479932 0.00429003 0.00471261 0.00416005 0.00434758
internal_weight=0 540 467 261 1812 1744 206 140 174 1679 889 799 790 698 736 567 253 445 515 169 108
internal_count=2352 540 467 261 1812 1744 206 140 174 1679 889 799 790 698 736 567 253 445 515 169 108
is_linear=0
shrinkage=0.00217713


Tree=1144
num_leaves=22
num_cat=0
split_feature=1 3 14 3 39 4 3 13 3 4 4 3 1 12 3 3 158 13 131 133 133
split_gain=325.857 66.7117 42.9849 35.6303 33.5913 30.4446 24.4412 19.7709 11.2722 13.4095 9.25575 7.87111 13.0255 9.19619 5.75276 4.96904 4.96752 5.15783 4.62518 4.36664 3.7609
threshold=0.10335000000000001 -0.06340999999999998 0.062655000000000016 0.31534000000000006 0.081875000000000017 0.30163500000000004 0.077930000000000013 -0.0072499999999999995 0.086245000000000016 -0.032764999999999996 0.032965000000000001 -0.097094999999999987 0.080270000000000022 0.082295000000000021 0.13772500000000001 -0.0098449999999999979 0.083705000000000016 -0.012899999999999998 0.090175000000000019 0.024130000000000002 0.11524500000000001
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=2 5 4 6 8 18 7 15 10 -10 11 12 19 -13 -8 -3 17 -12 -2 -1 -15
right_child=1 3 -4 -5 -6 -7 14 -9 9 -11 16 13 -14 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0041068172240532374 0.0044562378255265456 0.0027378158027914603 0.0060105484310916026 0.00052166063520972376 0.0030688779242295447 0.0022479318315144674 0.0034103079235596346 0.00074993212984764102 0.0044200768786017358 0.0029253173523623921 0.0034743413121270249 0.0054215453826015761 0.0032563215814030615 0.0045659661032292761 0.0024716501968901914 0.0018157278688702451 0.0045482696588325317 0.0043053046024125055 0.0036286543501052675 0.0049365192773148407 0.0042333204791796461
leaf_weight=65 73 54 70 66 95 59 67 60 58 52 91 53 60 917 54 53 54 55 54 53 189
leaf_count=65 73 54 70 66 95 59 67 60 58 52 91 53 60 917 54 53 54 55 54 53 189
internal_value=0 0.0024806 0.00436975 0.00193665 0.0043038 0.00351573 0.00226084 0.00173124 0.00437502 0.00371367 0.00442234 0.00448654 0.00406744 0.00455089 0.00299159 0.00228129 0.00399304 0.00378753 0.00410453 0.00447967 0.00450914
internal_weight=0 540 1812 354 1742 186 288 167 1647 110 1537 1337 178 1159 121 107 200 146 127 118 1106
internal_count=2352 540 1812 354 1742 186 288 167 1647 110 1537 1337 178 1159 121 107 200 146 127 118 1106
is_linear=0
shrinkage=0.00213444


Tree=1145
num_leaves=19
num_cat=0
split_feature=1 151 3 4 30 3 2 160 0 0 4 0 51 0 16 475 50 2
split_gain=17.9972 10.3731 8.58547 7.83285 7.50743 6.92388 5.0665 5.1637 4.60728 3.68687 3.28982 2.84479 2.66675 3.86617 2.45774 1.80253 1.55817 1.46359
threshold=0.092415000000000011 -0.084129999999999996 0.091170000000000015 -0.16270999999999997 0.085185000000000025 0.30112000000000005 0.13752500000000004 1.0000000180025095e-35 -0.14666499999999996 -0.14989499999999997 0.0049200000000000008 -0.095584999999999989 0.0045000000000000014 -0.095584999999999989 -0.38959499999999997 -0.082549999999999998 0.077805000000000013 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -3 -5 12 -10 13 -11 -12 -15 -14 -16
right_child=1 4 -4 9 -6 -7 -8 -9 11 10 14 -13 16 15 17 -17 -18 -19
leaf_value=0.0014934138843973464 -0.00040837058891022329 0.0013229071399595003 0.00074533142077310994 0.0065436829675280398 -0.00027398715038455328 0.00072281159043891994 0.0013204093561065061 0.0064260337261920946 0.0058713949285124131 0.0070557608531651266 0.0048318310931669169 0.0035781402493406372 0.0023620679868443699 0.0055657484916347187 0.0019844980872107476 0.0044038066796446805 0.004252760562331535 0.0035907816794571094
leaf_weight=78 90 65 58 63 57 83 73 56 52 53 70 276 66 125 85 810 76 100
leaf_count=78 90 65 58 63 57 83 73 56 52 53 70 276 66 125 85 810 76 100
internal_value=0 0.00245083 0.00413812 0.00426701 0.00283969 0.0031332 0.00351628 0.00387308 0.00350906 0.00441635 0.00431951 0.003942 0.00452765 0.00469327 0.00339679 0.00455925 0.00337466 0.00285328
internal_weight=0 752 1584 1526 662 605 522 449 393 1448 1385 328 1130 988 255 935 142 185
internal_count=2336 752 1584 1526 662 605 522 449 393 1448 1385 328 1130 988 255 935 142 185
is_linear=0
shrinkage=0.00897909


Tree=1146
num_leaves=18
num_cat=0
split_feature=12 475 156 49 4 42 15 12 3 3 3 130 4 3 160 160 160
split_gain=11.3898 7.59343 15.6951 6.98493 2.88445 2.68444 5.32982 5.73525 6.38541 4.24604 3.06794 1.98854 1.70184 4.55343 1.37292 3.27706 0.850761
threshold=0.077755000000000005 -0.073994999999999991 0.088250000000000009 -0.081429999999999989 0.30163500000000004 0.094095000000000012 -0.2987999999999999 -0.06202499999999999 0.11372500000000001 0.077930000000000013 -0.011659999999999998 -0.074144999999999989 -0.15618499999999999 -0.12595999999999999 -0.079109999999999986 -0.034034999999999989 -0.35906499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -2 11 6 -3 10 9 -9 -8 -5 -13 -14 16 -16 -15
right_child=3 2 -4 4 -6 -7 7 8 -10 -11 -12 12 13 14 15 -17 -18
leaf_value=-0.00078073458990670426 0.00067372116780413523 -0.00036622439649857573 0.0043244818936241554 0.003407301839026169 0.00093623809352690816 0.0022048835985265594 0.001323924272543313 0.00024989559017000995 -0.0007787302167691527 0.0023655474719015681 0.0031334699118442727 0.0015731668464737674 0.0039128530782793049 0.002266617222769887 0.0007361559555472153 0.0022645334468029969 0.0028837722853901943
leaf_weight=57 97 85 61 61 52 71 64 60 70 75 68 102 64 135 52 970 192
leaf_count=57 97 85 61 61 52 71 64 60 70 75 68 102 64 135 52 970 192
internal_value=0 0.00127748 0.00148936 0.00221903 0.00231106 0.00113844 0.000958863 0.00129327 0.000672677 0.00142573 0.00225659 0.00235639 0.00231403 0.00236747 0.0022941 0.00218683 0.00262918
internal_weight=0 611 554 1725 1628 493 422 337 205 135 132 1576 1515 1413 1349 1022 327
internal_count=2336 611 554 1725 1628 493 422 337 205 135 132 1576 1515 1413 1349 1022 327
is_linear=0
shrinkage=0.00592419


Tree=1147
num_leaves=28
num_cat=0
split_feature=1 1 2 34 150 2 2 1 16 2 1429 2 159 51 50 52 16 16 2 2 483 48 159 16 50 1 50
split_gain=686.533 78.9177 72.1004 65.6525 55.9943 34.8792 26.135 18.2712 14.9027 36.6013 9.75701 8.14971 9.95126 7.52283 7.92857 6.13152 5.06536 3.67008 2.725 6.64592 3.0033 2.49578 1.81795 4.69537 1.78796 1.35217 0.294856
threshold=0.10892500000000001 0.092415000000000011 0.14271500000000001 -0.010024999999999997 1.0000000180025095e-35 0.091335000000000013 0.09036000000000001 0.12258000000000001 0.40052000000000004 0.092425000000000021 0.084690000000000015 0.10836000000000003 0.030370000000000005 0.081440000000000026 0.07826000000000001 0.033770000000000008 -0.026164999999999997 0.014185000000000001 0.074875000000000011 0.083815000000000014 0.085835000000000009 0.090225000000000014 -0.039019999999999992 -0.076489999999999989 0.090980000000000019 0.087930000000000022 0.089890000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 8 10 7 -5 9 24 13 12 15 18 -15 17 -13 -7 25 -20 -21 -8 -17 -24 -3 -1 -27
right_child=2 4 -4 6 -6 11 21 -9 -10 -11 -12 16 -14 14 -16 22 -18 -19 19 20 -22 -23 23 -25 -26 26 -28
leaf_value=0.0046242650194327772 -0.00050397725796121409 0.004135987320450449 -0.00052932353086031507 0.0041473596333550557 0.001800837688387518 0.0036507190446693687 0.0014036552546491624 0.0021890261054150024 0.0050564605341245732 0.0020994693011839407 0.0041498677190069744 0.0043500931175059097 0.0052741488024178685 0.0039283206426217483 0.0051762247671499357 0.0049165336607426887 0.0035341726003329352 0.0044123473669387481 0.0058760492655940142 0.0052070580344702163 0.0046073817149466564 0.0020339797129220079 0.0048920303352192659 0.0039044339478273124 0.0046815473672120692 0.005159000724826235 0.0049253311235919498
leaf_weight=60 58 79 101 53 81 89 94 53 62 55 66 73 73 60 54 67 102 59 81 500 52 56 56 52 60 77 63
leaf_count=60 58 79 101 53 81 89 94 53 62 55 66 73 73 60 54 67 102 59 81 500 52 56 56 52 60 77 63
internal_value=0 0.00454496 0.00120243 0.00175954 0.00350913 0.00476532 0.00227246 0.00316843 0.00404954 0.00372761 0.00502801 0.00429924 0.0044868 0.00508919 0.00451965 0.00430878 0.00387467 0.00395451 0.0051671 0.00524348 0.00515061 0.00163914 0.00460824 0.00441675 0.00437166 0.00492523 0.00505403
internal_weight=0 1921 415 314 337 1584 256 106 256 194 1013 571 396 947 114 323 175 148 833 633 552 150 175 108 139 200 140
internal_count=2336 1921 415 314 337 1584 256 106 256 194 1013 571 396 947 114 323 175 148 833 633 552 150 175 108 139 200 140
is_linear=0
shrinkage=0.00235659


Tree=1148
num_leaves=22
num_cat=0
split_feature=1 151 3 10 3 10 43 43 0 12 2 1 1 133 481 42 1 12 52 12 12
split_gain=11.1243 7.29605 6.34427 5.89902 7.60236 7.135 5.02727 4.39056 5.00989 3.42954 3.38075 4.11078 3.51915 3.29399 2.68544 2.14271 1.75995 1.60239 1.39452 3.5996 1.64398
threshold=0.092415000000000011 -0.086224999999999982 0.08734500000000002 1.0000000180025095e-35 -0.14070999999999997 -0.014199999999999999 -0.50149499999999991 -0.078139999999999973 -0.080634999999999984 0.082295000000000021 0.11252000000000002 0.12986500000000004 0.10727500000000002 -0.013329999999999998 -0.049319999999999996 0.087075000000000014 0.10708500000000001 0.083885000000000015 -0.089014999999999983 0.097610000000000016 0.098400000000000015
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=2 -2 6 4 16 -6 -1 8 -7 13 12 -12 -9 -8 15 -11 -3 -16 19 -19 -20
right_child=1 3 -4 -5 5 7 9 10 -10 14 11 -13 -14 -15 17 -17 -18 18 20 -21 -22
leaf_value=0.00040619698786390352 -0.00057243855402035789 0.0026093464648797686 0.00038314281565524023 -0.00052497370065568471 -0.00099637378260763608 -0.0009914504816220986 0.0023253116594824114 0.0021368083528342527 0.0019689852830325175 0.0043214246001814765 0.00010565173067514068 0.0025880542806228585 0.0041675632075668058 0.0044878997447938239 0.0012133402380286483 0.0026290126309784913 0.0044070396273486381 0.001288300756154838 0.0027052120420832495 0.0034651391755130003 0.001905327782243301
leaf_weight=53 83 53 71 57 52 54 58 139 61 69 69 65 62 91 55 83 57 136 759 53 156
leaf_count=53 83 53 71 57 52 54 58 139 61 69 69 65 62 91 55 83 57 136 759 53 156
internal_value=0 0.00140677 0.00245279 0.00165243 0.00185535 0.00148571 0.00254986 0.0017727 0.00057821 0.00262763 0.00218252 0.00131037 0.00276359 0.00364659 0.00251176 0.00339778 0.00354157 0.0023955 0.00245433 0.00189914 0.00256892
internal_weight=0 752 1584 669 612 502 1513 450 115 1460 335 134 201 149 1311 152 110 1159 1104 189 915
internal_count=2336 752 1584 669 612 502 1513 450 115 1460 335 134 201 149 1311 152 110 1159 1104 189 915
is_linear=0
shrinkage=0.00707995


Tree=1149
num_leaves=29
num_cat=0
split_feature=12 12 3 43 16 51 3 16 13 12 11 48 484 16 52 3 3 3 43 16 43 12 43 160 13 13 52 13
split_gain=200.467 33.7331 31.7553 56.1867 24.8201 18.1061 15.7144 11.2556 10.2781 10.02 9.69659 8.30332 5.41256 6.76248 5.15886 5.59669 4.93798 4.58384 4.46034 3.70133 3.01441 2.82641 3.50721 2.87404 2.455 2.00478 1.73016 1.40248
threshold=0.077755000000000005 0.1072 0.13772500000000001 -0.031974999999999996 -0.14001499999999997 -0.09193999999999998 -0.0037799999999999995 0.052555000000000011 -0.0094049999999999984 0.091625000000000012 1.0000000180025095e-35 0.082665000000000016 -0.0018849999999999997 -0.066924999999999985 -0.099329999999999988 -0.076969999999999997 0.086245000000000016 -0.087114999999999984 0.0035900000000000007 -0.092364999999999989 0.087840000000000015 0.084055000000000005 -0.085054999999999978 0.0088350000000000008 0.0037100000000000002 -0.050754999999999995 -0.00094999999999999989 -0.42195999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 6 -3 -5 8 24 -1 10 18 16 -11 19 17 -16 -7 -15 21 -14 -20 22 -2 26 -6 -21 -23 -4
right_child=1 4 27 5 7 11 -8 -9 -10 12 -12 -13 13 14 15 -17 -18 -19 20 25 -22 23 -24 -25 -26 -27 -28 -29
leaf_value=0.0026974170564155208 0.0049796192432214675 0.0016980248393004133 0.0015635916172899575 0.0045071006028244614 0.0036333091969492095 0.0030514219696975769 0.00071144397170834017 0.0027327484048922631 0.0015562841027516345 0.0043571774262531771 0.0050719309485082412 0.0036303572424115508 0.0035872711850952828 0.0042212338272424044 0.0025314353961354893 0.0035544810175683773 0.0021368173416902556 0.0033257888336535378 0.0034246735659056509 0.0038567757382795415 0.0041493393123664974 0.0040234933090533267 0.0041419371288139639 0.0037960249730128303 0.004348567816148452 0.0044230613265912686 0.0043057026506690306 0.0010510885211665268
leaf_weight=87 54 52 58 58 52 81 54 60 82 84 65 82 75 62 52 64 52 61 71 53 55 170 54 102 52 95 392 57
leaf_count=87 54 52 58 58 52 81 54 60 82 84 65 82 75 62 52 64 52 61 71 53 55 170 54 102 52 95 392 57
internal_value=0 0.00394422 0.00240407 0.00265774 0.00308979 0.00336064 0.00179712 0.00353093 0.00214388 0.00406651 0.00420852 0.00305125 0.00381599 0.00371754 0.0034468 0.00309609 0.00269402 0.00377735 0.00414599 0.0040076 0.00374119 0.00421203 0.00456101 0.00415523 0.00399118 0.00422044 0.00422038 0.00130978
internal_weight=0 1725 611 496 216 273 223 164 169 1509 963 215 546 462 239 116 133 123 898 223 126 772 108 664 104 148 562 115
internal_count=2336 1725 611 496 216 273 223 164 169 1509 963 215 546 462 239 116 133 123 898 223 126 772 108 664 104 148 562 115
is_linear=0
shrinkage=0.00231039


Tree=1150
num_leaves=23
num_cat=0
split_feature=1 1 39 3 11 1 0 49 1 3 0 3 0 3 39 1 133 3 3 50 43 0
split_gain=411.071 57.9293 48.7021 32.0311 23.2612 20.5988 17.4689 25.6549 14.1653 9.92712 9.06288 11.5989 8.86575 7.1679 6.56253 5.92079 3.67142 3.30357 8.37759 2.36063 2.31561 2.03554
threshold=0.10508500000000001 0.12394500000000001 0.081875000000000017 -0.036844999999999996 1.0000000180025095e-35 0.094090000000000021 -0.13740499999999997 -0.0087399999999999995 0.085595000000000018 -0.10032499999999998 -0.066849999999999979 0.083605000000000013 -0.026509999999999995 -0.073629999999999987 0.087735000000000021 0.11091000000000002 0.087950000000000014 -0.066704999999999987 -0.088784999999999989 0.10861000000000003 -1.0000000180025095e-35 -0.087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 6 -4 7 -1 -6 -2 13 17 14 16 -3 -5 19 18 -12 -8 -15 -18
right_child=1 12 5 15 8 -7 10 -9 -10 -11 11 -13 -14 20 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0035308633789576304 0.0041402055576544869 0.0029278147161945246 0.0052038684375956988 0.0037118583816600024 0.0078723408731404473 0.003017645178842984 0.0061193706478541799 0.0060170204848938435 0.0060734145749114345 0.0054615475880902872 0.0045504209016902974 0.0063405340279017036 0.0013242279377896078 0.0057258101559415258 0.0019128981870395556 0.0026982087611593596 0.0053839801767004859 0.004511500057589074 0.0059240023885345858 0.0056512114768185826 0.0051080824714070244 0.0058637835810636555
leaf_weight=52 74 97 54 62 54 54 731 52 56 69 53 57 52 75 68 87 71 53 59 76 80 280
leaf_count=52 74 97 54 62 54 54 731 52 56 69 53 57 52 75 68 87 71 53 59 76 80 280
internal_value=0 0.00320471 0.00574165 0.00393213 0.00584232 0.004111 0.00576751 0.0047742 0.00695677 0.00477796 0.00583479 0.00536616 0.00222575 0.00591401 0.00250971 0.00312018 0.00598183 0.0050294 0.00527424 0.00607531 0.00540716 0.00576681
internal_weight=0 509 1857 292 1749 108 1639 104 110 143 1535 222 217 1313 165 149 1158 165 112 807 155 351
internal_count=2366 509 1857 292 1749 108 1639 104 110 143 1535 222 217 1313 165 149 1158 165 112 807 155 351
is_linear=0
shrinkage=0.00250084


Tree=1151
num_leaves=26
num_cat=0
split_feature=1 2 4 2 1 4 1 2 2 4 15 15 13 52 4 4 15 2 158 4 43 15 4 43 43
split_gain=346.367 73.6493 32.7617 37.7688 27.9392 28.1362 18.3894 35.1855 18.1139 17.4307 16.9793 9.04382 6.10498 5.82334 5.73339 5.34742 4.24197 4.82559 4.18544 6.40472 2.99565 2.68228 2.03458 1.77188 1.89532
threshold=0.11695500000000002 0.099675000000000014 0.30163500000000004 0.11891500000000001 0.10141500000000002 -0.014099999999999998 0.088735000000000022 0.085730000000000015 -1.0000000180025095e-35 -0.26545999999999997 -0.41880499999999993 -0.14765999999999999 -0.079464999999999994 0.11614000000000001 0.39574000000000004 0.058330000000000007 -0.074254999999999974 0.11366500000000002 0.085620000000000016 0.036620000000000007 -0.083154999999999993 0.089485000000000023 0.15484000000000003 -0.040789999999999993 0.0077000000000000011
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=1 6 3 -2 15 -6 9 8 -8 -1 12 -11 -4 18 -7 16 -3 -18 19 -13 -10 -15 -17 -22 -25
right_child=2 4 10 -5 5 14 7 -9 20 11 -12 13 -14 21 -16 22 17 -19 -20 -21 23 -23 -24 24 -26
leaf_value=0.0054824127562758899 0.0035151055725255744 0.004422145443876091 0.0019017364036343803 0.0012216343747067625 0.0038119152044247782 0.0014906723542892745 0.0031928220951827151 0.0022304438722568392 0.004775745233469372 0.0051977801112692108 -7.1358400092082921e-05 0.0043561260630795738 0.00087590142363008696 0.0035438777122881624 0.0024520579632046798 0.0030198311662536156 0.0040071019993157759 0.0032370295887197212 0.0048113161724385629 0.0036065376936689716 0.0040319921027199279 0.0041621336350866631 0.0036109003751832562 0.0047052999270940712 0.0041554815178270052
leaf_weight=64 64 52 54 67 60 53 77 52 63 53 54 787 52 62 61 56 99 60 83 56 100 68 52 57 60
leaf_count=64 64 52 54 67 60 53 77 52 63 53 54 787 52 62 61 56 99 60 83 56 100 68 52 57 60
internal_value=0 0.00403741 0.00155068 0.00234228 0.00331686 0.0026284 0.00426194 0.00387175 0.00411076 0.00439797 0.000902421 0.00433536 0.00139871 0.00429206 0.0020053 0.0036923 0.00389063 0.00371665 0.00435164 0.00430636 0.00436311 0.00386745 0.00330463 0.00424321 0.00442354
internal_weight=0 2075 291 131 493 174 1582 409 357 1173 160 1109 106 1056 114 319 211 159 926 843 280 130 108 217 117
internal_count=2366 2075 291 131 493 174 1582 409 357 1173 160 1109 106 1056 114 319 211 159 926 843 280 130 108 217 117
is_linear=0
shrinkage=0.00213444


Tree=1152
num_leaves=18
num_cat=0
split_feature=1 1443 0 482 15 15 4 3 4 3 4 12 13 11 12 13 13
split_gain=13.8842 7.9559 5.47767 3.94003 4.47788 11.0367 28.5755 5.25266 5.12306 4.79819 5.77938 3.80527 9.40862 3.55118 3.3231 2.5438 1.67643
threshold=0.11869500000000001 0.084655000000000022 -0.023359999999999995 0.11117500000000001 0.022565000000000005 -0.0073899999999999999 -0.16772499999999999 -0.12595999999999999 -0.041794999999999992 0.10812000000000001 0.0071200000000000005 -0.085209999999999994 -0.072559999999999986 0.081365000000000007 0.082165000000000016 -0.092704999999999996 -0.085164999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 8 13 -6 -1 10 -10 -2 -13 -7 -9 -16 -17
right_child=2 -3 -4 -5 7 6 -8 14 9 -11 -12 12 -14 -15 15 16 -18
leaf_value=0.0043580321813013424 0.0027686098352076214 0.0050658017128922036 -0.0009927455267843702 0.0042336813031016258 0.0047615207946137871 0.0039450862072037294 -0.0020386751872911064 0.0041869043107201007 0.0026121624613244889 0.0042505784589534478 0.0014387373593550915 -0.0011425839127575715 0.0023378771236423667 0.001604621207809274 0.0010407562023866763 0.0033789454124636908 0.0024447106984048232
leaf_weight=59 62 54 59 54 56 68 97 57 499 54 319 66 79 54 53 106 570
leaf_count=59 62 54 59 54 56 68 97 57 499 54 319 66 79 54 53 106 570
internal_value=0 0.00248635 0.00083568 0.00241823 0.00236898 0.00209264 0.000717644 0.00274632 0.002416 0.00228452 0.00215464 0.00135718 0.000753166 0.00290974 0.00260265 0.00247868 0.00259131
internal_weight=0 2100 266 2046 1992 1150 219 842 931 872 818 207 145 122 786 729 676
internal_count=2366 2100 266 2046 1992 1150 219 842 931 872 818 207 145 122 786 729 676
is_linear=0
shrinkage=0.00680503


Tree=1153
num_leaves=26
num_cat=0
split_feature=1 52 1 12 12 150 0 11 16 0 16 12 16 1 0 49 49 16 133 1446 1 133 133 133 133
split_gain=325.836 75.159 49.8726 34.4466 18.0932 18.5597 14.7572 14.6223 12.9142 9.99503 9.48849 9.36197 8.46427 7.66874 3.55669 3.69805 3.30879 3.25471 2.30085 1.8681 2.08193 1.02723 0.968114 2.56722 1.84052
threshold=0.10141500000000002 -0.41304999999999997 0.12122500000000001 0.088395000000000015 0.077755000000000005 0.084495000000000015 -0.057864999999999993 1.0000000180025095e-35 -0.43370499999999995 -0.14151499999999997 -0.42372999999999994 0.091475000000000015 0.15454000000000004 0.10797500000000002 -0.066849999999999979 0.099620000000000014 -0.073619999999999977 0.14091500000000004 0.11588000000000002 0.037915000000000011 0.081755000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 0.10864000000000001 -0.021469999999999996
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=4 -2 3 10 5 9 8 11 -4 -1 -3 16 -11 -12 15 22 -6 -16 19 20 -18 -21 24 -24 -13
right_child=1 2 6 -5 7 -7 -8 -9 -10 12 13 14 -14 -15 17 -17 18 -19 -20 21 -22 -23 23 -25 -26
leaf_value=0.0060614102648729601 0.0056517720040007366 0.0038858950346930851 0.0015093072919328565 0.0050125600166140063 0.0050210013052967789 0.0035081639934626319 0.0011227344204414414 0.006607353193442511 0.0031275148966695221 0.0042869416353810003 0.001896203502039096 0.0055597565457476232 0.0055969299503409982 0.0031344047524351523 0.0044395554787165148 0.004712121032697995 0.0057541893394404625 0.0052417177639161811 0.0052048815054112664 0.0057550198692639656 0.0053829531585390892 0.0062523992183365993 0.0060606449363141265 0.0053836502170960749 0.0050068031624915669
leaf_weight=61 74 58 56 81 53 58 90 84 83 86 57 86 55 84 66 55 518 73 61 52 131 68 53 142 81
leaf_count=61 74 58 56 81 53 58 90 84 83 86 57 86 55 84 66 55 518 73 61 52 131 68 53 142 81
internal_value=0 0.00320129 0.00284497 0.00358163 0.00544212 0.00480697 0.00194413 0.00555053 0.00247578 0.00517975 0.00299905 0.00548882 0.00479813 0.00263405 0.00522369 0.00534451 0.00565573 0.00486103 0.00569623 0.00573517 0.0056793 0.0060371 0.00544051 0.0055678 0.00529172
internal_weight=0 583 509 280 1783 260 229 1523 139 202 199 1439 141 141 556 417 883 139 830 769 649 120 362 195 167
internal_count=2366 583 509 280 1783 260 229 1523 139 202 199 1439 141 141 556 417 883 139 830 769 649 120 362 195 167
is_linear=0
shrinkage=0.00260187


Tree=1154
num_leaves=21
num_cat=0
split_feature=1 1443 131 12 3 49 3 16 1 16 2 3 2 3 50 456 160 52 50 3
split_gain=11.1745 5.6784 4.94377 4.62885 4.80369 4.72415 7.15812 7.74218 6.94955 4.10447 3.58135 1.84788 3.63671 1.85583 1.97704 1.75292 1.73357 1.50798 1.49561 1.31396
threshold=0.12007000000000002 0.084655000000000022 0.086835000000000009 0.082780000000000006 -0.11756999999999999 -0.07107999999999999 -0.012374999999999999 -0.34140499999999996 0.10080500000000002 -0.43370499999999995 0.13712500000000002 -0.13392999999999997 0.091955000000000023 -0.096099999999999977 0.10861000000000003 0.085215000000000013 0.084575000000000011 -0.066329999999999986 0.11700000000000001 -0.073629999999999987
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 9 4 -1 16 -7 -8 -9 -2 -11 12 -5 17 15 19 -6 -13 -16 -15
right_child=2 -3 -4 11 5 6 7 8 -10 10 -12 13 -14 14 18 -17 -18 -19 -20 -21
leaf_value=-0.00020076390989178452 -0.0013876305801774245 0.0046960181528422551 0.0027497588701249787 0.0047788131069250598 0.0022768671338426142 0.0034381006703714367 0.0032839079649269747 0.0011023660518856304 -0.0019628077693464858 0.0019430570191066928 -0.00037104735863321817 0.00069747675820515333 0.0023949960124082623 0.002667273731247621 0.00080557423619484285 0.003902241657708009 0.0040764574119117802 0.0022978861958944424 0.0023165429393491991 0.0019996783116743751
leaf_weight=60 57 54 52 54 52 78 56 135 54 78 63 55 88 917 57 53 61 70 86 186
leaf_count=60 57 54 52 54 52 78 56 135 54 78 63 55 88 917 57 53 61 70 86 186
internal_value=0 0.00238291 0.000767992 0.0023223 0.00171385 0.0019775 0.00153243 0.000925415 0.000226194 0.000247138 0.000908549 0.00251496 0.00330206 0.00243642 0.0025174 0.00261661 0.00324901 0.00159432 0.00171481 0.00255477
internal_weight=0 2116 250 2062 496 436 323 245 189 198 141 1566 142 1424 1299 1156 113 125 143 1103
internal_count=2366 2116 250 2062 496 436 323 245 189 198 141 1566 142 1424 1299 1156 113 125 143 1103
is_linear=0
shrinkage=0.00722155


Tree=1155
num_leaves=26
num_cat=0
split_feature=1 49 41 475 4 12 52 52 16 4 12 1 49 42 16 42 42 16 0 474 0 42 133 16 131
split_gain=17.7697 7.48906 5.23144 5.53885 3.82866 3.75536 8.38219 4.87789 6.74399 4.61833 3.35239 3.52791 4.29343 3.8927 2.63908 1.94678 2.61682 2.26144 1.91451 1.79842 1.45842 1.16051 1.16365 0.967297 0.963446
threshold=0.10574000000000001 -0.081019999999999981 0.07831500000000001 -0.085684999999999997 0.51286500000000013 0.083885000000000015 -0.087769999999999987 -0.046924999999999988 -0.018199999999999997 -0.010419999999999997 0.097755000000000022 0.10882500000000002 0.018515000000000004 0.090625000000000025 -0.083479999999999985 -0.079234999999999986 -0.043469999999999995 -0.0068949999999999992 -0.084144999999999984 0.08214500000000001 -0.090164999999999981 0.089005000000000015 -0.0084449999999999994 -0.12029499999999999 0.082750000000000004
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=2 -2 3 19 10 6 -5 -8 9 -9 11 -3 13 -13 20 17 -17 24 -18 -1 23 22 -22 -7 -16
right_child=1 4 -4 5 -6 14 7 8 -10 -11 -12 12 -14 -15 15 16 18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.00199565042670166 -0.0014818686437971453 1.0626591590257552e-05 0.0030445605349236952 0.0023875823078410409 -0.00028953575987903892 0.0018844303325370692 -0.00093623958973838167 -0.0010899363960087188 0.0023553328875065413 0.0010155944326087976 -1.8577208966707143e-05 0.0027206195660381023 0.00038879864136454962 0.00092986647375600893 0.0011485295329834338 0.00028977294044451229 0.0018779402766128217 0.002811256760318368 0.0012246110648767693 0.0033377712307538516 0.00213430367828824 0.00163727379859323 0.003001154861139309 0.00094000380463913561 0.0020783232136946995
leaf_weight=56 52 55 77 94 91 88 57 52 63 78 80 98 66 58 78 66 200 62 413 65 137 76 71 52 59
leaf_count=56 52 55 77 94 91 88 57 52 63 78 80 98 66 58 78 66 200 62 413 65 137 76 71 52 59
internal_value=0 0.000483814 0.00164727 0.00158634 0.000712104 0.00150318 0.000994165 0.000470006 0.000885625 0.000172933 0.000967588 0.00125261 0.00156005 0.0020552 0.00163763 0.00146614 0.00132635 0.00194282 0.00143786 0.00271711 0.00199259 0.00221842 0.00243048 0.00153406 0.00154938
internal_weight=0 500 1844 1767 448 1646 344 250 193 130 357 277 222 156 1302 878 679 199 613 121 424 284 208 140 137
internal_count=2344 500 1844 1767 448 1646 344 250 193 130 357 277 222 156 1302 878 679 199 613 121 424 284 208 140 137
is_linear=0
shrinkage=0.00547303


Tree=1156
num_leaves=16
num_cat=0
split_feature=3 2 49 3 15 0 2 3 3 456 49 49 0 0 2
split_gain=14.6791 6.79796 5.09808 4.4956 9.19448 4.60307 3.47253 2.98619 3.21001 2.78421 2.61583 2.33856 4.66376 3.86735 2.14748
threshold=0.32329500000000005 0.11517500000000001 0.0060900000000000008 -0.14443999999999999 0.029300000000000003 0.11535000000000002 -0.0091949999999999983 -0.0098449999999999979 -0.08126499999999999 0.077935000000000018 0.13199000000000002 0.12073000000000002 -0.23029499999999997 -0.14857499999999998 0.087365000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 -1 -5 8 -3 11 -4 12 -8 -14 -11
right_child=-2 2 10 6 -6 -7 9 -9 -10 14 -12 -13 13 -15 -16
leaf_value=0.00029046889507513586 -0.0020700533131359326 -0.00069873998910778426 0.0032197330384015599 0.00032706855384035343 0.0058937068156584109 0.0034970512879209849 -0.00049439425011827689 -0.0013128403490561729 0.0019696042856079997 0.0043173774082065752 0.0007544165336141102 0.0034168428913075497 0.003985078440716743 0.00179019976678053 0.0022105865372014206
leaf_weight=56 64 54 58 90 55 58 55 77 61 52 52 58 53 1425 76
leaf_count=56 64 54 58 90 55 58 55 77 61 52 52 58 53 1425 76
internal_value=0 0.00180105 0.000686422 0.00197119 0.0032155 0.00192263 0.0018549 -9.72646e-05 0.000715902 0.00193484 0.00205508 0.00184369 0.00178412 0.00186896 0.00306714
internal_weight=0 2280 302 1978 169 114 1809 192 115 1719 110 1591 1533 1478 128
internal_count=2344 2280 302 1978 169 114 1809 192 115 1719 110 1591 1533 1478 128
is_linear=0
shrinkage=0.00797318


Tree=1157
num_leaves=18
num_cat=0
split_feature=10 41 2 0 133 0 4 4 0 4 0 130 39 43 155 0 2
split_gain=9.48416 5.83739 5.23656 5.7863 4.00708 4.11982 2.65118 4.40712 3.04253 8.22927 4.83104 3.48798 3.28066 2.7712 2.73872 2.18393 1.91187
threshold=-0.092019999999999977 0.07831500000000001 0.11556500000000001 -0.084114999999999981 0.071360000000000021 -0.049024999999999992 -0.16772499999999999 -0.097514999999999977 -0.10891999999999999 0.029980000000000003 -0.14857499999999998 -0.046744999999999995 0.086210000000000023 -1.0000000180025095e-35 1.0000000180025095e-35 0.04939000000000001 0.09678500000000001
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 -5 14 -8 9 10 -9 -10 -13 -11 15 -2 -3
right_child=1 16 3 4 -6 -7 7 8 11 13 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0015809611354092158 0.0019496980731786816 0.0020517365645544481 -0.0011146666972873611 0.0016393697312426423 0.0026786535512115218 -0.00099428032196104024 -0.00070798408935291758 0.0005971833773784096 0.0029801294322650083 0.00063935678533638771 -0.0023606329081370943 0.0015095493945238372 -0.00010563471000343358 0.0027811129580978182 0.001047666853770808 0.0040369782432909829 0.0039962980697347715
leaf_weight=59 53 54 94 64 57 60 54 63 80 54 53 1290 69 76 60 52 52
leaf_count=59 53 54 94 64 57 60 54 63 80 54 53 1290 69 76 60 52 52
internal_value=0 0.00135097 0.0012704 0.00033851 0.00109362 0.000364401 0.00140495 0.00132184 0.00138694 0.000644211 -0.000753568 0.00151386 0.00142749 0.00189205 0.00228043 0.00298413 0.0030064
internal_weight=0 2285 2179 275 181 124 1904 1739 1685 246 116 1439 1359 130 165 105 106
internal_count=2344 2285 2179 275 181 124 1904 1739 1685 246 116 1439 1359 130 165 105 106
is_linear=0
shrinkage=0.00722155


Tree=1158
num_leaves=19
num_cat=0
split_feature=10 41 1 4 48 150 13 4 42 130 474 1456 1456 47 132 1 400 130
split_gain=6.5613 4.03796 4.5011 3.97945 3.18934 3.59189 5.93273 6.86968 4.72899 1.81209 2.10002 2.38413 2.85093 2.06267 2.41337 1.64578 1.17989 0.696249
threshold=-0.092019999999999977 0.07831500000000001 0.093575000000000019 -0.15805499999999997 0.099800000000000014 0.086615000000000011 -0.0090849999999999976 0.052250000000000012 0.09087000000000002 -0.0009549999999999999 0.10135500000000001 0.056145000000000007 0.08814000000000001 0.096175000000000024 0.091615000000000016 0.084035000000000012 -1.0000000180025095e-35 -0.060079999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 6 8 -8 -5 16 11 13 -13 14 -11 -3 -2 -18
right_child=1 15 3 4 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 -17 17 -19
leaf_value=-0.0013953841251489276 0.0011574331507181019 0.0016958049518586303 0.0019769094598718799 0.0020462679080162521 -0.0011870167418632025 0.0019234330483686424 -0.0030852059177731159 0.00040478742739862749 -6.4487540117393283e-05 0.00088820794674018431 0.0026135216216429274 0.0031850893643451451 0.0010336481234280268 0.0024587084564588278 0.002173146066480427 0.0036099133899860228 0.0032088820834339235 0.0019863506771756125
leaf_weight=59 52 53 102 118 71 91 57 79 132 1003 64 73 72 60 94 53 52 59
leaf_count=59 52 53 102 118 71 91 57 79 132 1003 64 73 72 60 94 53 52 59
internal_value=0 0.00119242 0.0011213 0.000586873 0.000327995 0.000553671 0.000230536 -0.00105733 0.000931462 0.00134844 0.00125716 0.00119042 0.00211735 0.00107419 0.000998387 0.00265363 0.00211292 0.00255981
internal_weight=0 2285 2179 650 548 477 386 136 250 1529 1366 1302 145 1157 1097 106 163 111
internal_count=2344 2285 2179 650 548 477 386 136 250 1529 1366 1302 145 1157 1097 106 163 111
is_linear=0
shrinkage=0.00766357


Tree=1159
num_leaves=23
num_cat=0
split_feature=1 47 1 40 16 48 10 14 12 51 12 16 12 51 49 1 150 12 13 49 49 12
split_gain=368.871 42.3863 38.3684 32.1321 18.2903 17.6489 17.5188 14.5574 14.7676 15.4178 15.0082 9.1156 8.60891 9.01836 7.77185 4.90145 5.22596 4.15 3.47898 3.80954 1.83001 1.22504
threshold=0.10491000000000002 0.085505000000000012 0.11831500000000002 -0.076644999999999977 0.0055300000000000011 0.11553500000000001 -0.005834999999999999 0.062655000000000016 0.077755000000000005 -0.095334999999999989 -1.0000000180025095e-35 -0.062394999999999992 0.09141500000000001 0.11178000000000002 -1.0000000180025095e-35 0.087840000000000015 0.079825000000000021 0.088395000000000015 0.024780000000000003 0.08926000000000002 0.082565000000000013 0.098600000000000007
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 4 -1 14 -3 -4 8 9 -5 -11 -8 15 18 -2 16 20 -17 19 -14 -10 -20
right_child=1 5 6 7 -6 -7 11 -9 12 10 -12 -13 13 -15 -16 17 -18 -19 21 -21 -22 -23
leaf_value=0.0031689498408713174 0.0029682654369776393 0.0040409527153007808 0.00055317209355205531 0.0049204468411483343 0.0038789712495799107 0.0025648728033792049 0.0023431905116750975 0.0055736286017686572 0.0047061633956544452 0.0045222225563217554 0.0031961284486057041 0.0012758072387503521 0.0045174644828921253 0.0036158131813588297 0.0019089918348556287 0.0039465426912426221 0.0053456110021479304 0.0046944557052340363 0.0050237645303484483 0.0040273573073899291 0.0049707362534168248 0.0046316490567519745
leaf_weight=70 59 93 52 61 55 54 90 61 539 58 95 54 315 52 58 54 72 76 57 86 143 90
leaf_count=70 59 93 52 61 55 54 90 61 539 58 95 54 315 52 58 54 72 76 57 86 143 90
internal_value=0 0.00256739 0.00219524 0.00453307 0.00290254 0.00349887 0.00157444 0.00458734 0.0045519 0.00404725 0.00369897 0.00194307 0.00462466 0.00443445 0.00244334 0.00475373 0.00481746 0.00438395 0.00451209 0.00441241 0.00476167 0.00478384
internal_weight=0 515 368 1829 172 147 196 1759 1698 214 153 144 1484 600 117 884 754 130 548 401 682 147
internal_count=2344 515 368 1829 172 147 196 1759 1698 214 153 144 1484 600 117 884 754 130 548 401 682 147
is_linear=0
shrinkage=0.00205156


Tree=1160
num_leaves=22
num_cat=0
split_feature=1 52 39 52 1 0 2 11 133 2 16 1429 16 52 52 2 52 2 2 13 13
split_gain=636.804 126.811 86.7684 53.9113 37.5396 30.7038 27.9755 17.2196 12.8495 21.5617 9.95111 8.81359 8.69784 7.21533 10.0644 5.38437 5.84913 4.93249 2.60386 2.03021 2.00937
threshold=0.10384000000000002 -0.41304999999999997 0.081875000000000017 0.220975 0.13554500000000003 -0.16242999999999996 0.098895000000000011 1.0000000180025095e-35 0.085650000000000018 0.09036000000000001 -0.043889999999999992 0.084770000000000012 -0.50690499999999983 -0.45478499999999994 -0.082354999999999984 0.091335000000000013 0.31838000000000005 0.11161 0.10406500000000002 -0.099939999999999987 -0.075154999999999986
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=2 -2 5 4 8 -1 7 11 9 -3 12 15 -11 -8 -15 16 -7 18 -16 -6 -17
right_child=1 3 -4 -5 19 6 13 -9 -10 10 -12 -13 -14 14 17 20 -18 -19 -20 -21 -22
leaf_value=0.012828878241491752 0.014408467503018867 0.012542708823983144 0.012004843086880136 0.013083959335842978 0.0091749440551581896 0.014618201979948738 0.014444872363143419 0.015597441457114501 0.010088259606131406 0.01060979255901191 0.010056715072484198 0.013655910508588576 0.011974333988014653 0.012669531022570351 0.013767793625206028 0.014451483309513617 0.01383780198318541 0.013365637463693748 0.014514024911200981 0.0097734536486765878 0.013979778749876446
leaf_weight=76 62 57 97 52 61 915 63 77 64 53 57 75 52 57 55 87 58 83 54 71 138
leaf_count=76 62 57 97 52 61 915 63 77 64 53 57 75 52 57 55 87 58 83 54 71 138
internal_value=0 0.0112406 0.0141756 0.01082 0.0105362 0.0142967 0.0143638 0.0145112 0.0110209 0.0112933 0.0108535 0.0144454 0.0112858 0.0137264 0.0135445 0.0144948 0.0145717 0.0138041 0.0141377 0.00949706 0.0141623
internal_weight=0 529 1835 467 415 1738 1662 1350 283 219 162 1273 105 312 249 1198 973 192 109 132 225
internal_count=2364 529 1835 467 415 1738 1662 1350 283 219 162 1273 105 312 249 1198 973 192 109 132 225
is_linear=0
shrinkage=0.00235659


Tree=1161
num_leaves=18
num_cat=0
split_feature=9 49 15 49 48 1 15 16 12 16 47 11 1 13 42 1 128
split_gain=10.3546 5.57114 13.4705 6.92831 3.91807 3.77639 5.86969 3.25552 4.0563 8.94106 3.70229 3.2946 2.40616 1.85866 1.45381 1.59145 1.42736
threshold=-1.0000000180025095e-35 -0.014169999999999999 -0.092059999999999989 -0.072214999999999988 0.088875000000000023 0.12337000000000002 -0.23071999999999995 -0.072054999999999994 0.081095000000000014 0.15454000000000004 0.084210000000000021 1.0000000180025095e-35 0.077565000000000009 -0.062109999999999992 0.11214000000000002 0.091145000000000018 0.093785000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 12 6 -3 14 9 -9 11 -10 -4 -7 15 16 -8
right_child=1 5 3 -5 -6 13 7 8 10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0014567936199136578 -0.0025650771995382932 0.004214719609897756 0.0023064732477572195 -5.416776974612136e-05 0.0010327282774848972 0.0015786886756877425 0.0024878074449653795 -0.0011530933709121578 0.0019367094231835383 0.0029944640833966386 0.00048980186542070352 0.0036753010251857096 0.0046966513753322111 -0.00025189472663224419 0.0012686002756986195 0.0035421084983427845 0.0010787310755221316
leaf_weight=64 61 85 54 100 65 84 585 89 605 56 103 82 58 65 68 88 52
leaf_count=64 61 85 54 100 65 84 585 89 605 56 103 82 58 65 68 88 52
internal_value=0 0.00185887 0.000894072 0.00165615 0.00262292 0.00202504 0.00212735 0.00202462 0.00169922 0.000448123 0.00192874 0.00214435 0.00354502 0.000779529 0.00240819 0.00251495 0.00237292
internal_weight=0 2300 338 277 177 1962 1813 1728 935 145 790 687 112 149 793 725 637
internal_count=2364 2300 338 277 177 1962 1813 1728 935 145 790 687 112 149 793 725 637
is_linear=0
shrinkage=0.00813264


Tree=1162
num_leaves=23
num_cat=0
split_feature=1 52 1 2 52 147 11 151 15 52 52 16 16 52 1 52 16 52 15 15 16 52
split_gain=321.355 68.5358 36.8912 30.8567 15.3092 10.5606 11.7297 8.42772 13.9227 8.31445 14.8481 8.38871 6.88613 5.09831 9.87731 12.1009 5.17466 4.75125 3.46505 2.45709 2.40204 2.02889
threshold=0.10384000000000002 -0.41304999999999997 0.13554500000000003 0.099675000000000014 0.12431000000000002 0.085765000000000022 0.077290000000000011 -0.033849999999999991 -0.24042999999999998 -0.45478499999999994 0.024560000000000002 0.15737500000000001 -0.027864999999999997 -0.034054999999999995 0.080270000000000022 -0.096614999999999993 0.0086100000000000013 0.51087000000000005 -0.42075999999999997 0.087575000000000014 -0.0021749999999999994 0.11916
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 4 5 7 6 13 -3 -9 -5 11 -11 -12 14 16 -16 -1 19 -4 20 -15 -21
right_child=1 2 18 9 -6 -7 -8 8 -10 10 12 -13 -14 17 15 -17 -18 -19 -20 21 -22 -23
leaf_value=0.0051541256523581084 0.0047762187247476053 0.0018061113191693229 0.0016053783809696727 0.0047058652118821811 0.0035617890216381337 0.0036717493339238527 0.0057172370376605318 0.0018637257068981276 0.0032402674599513611 0.0028244130571887941 0.0046451040181409121 0.0039483667032838825 0.0036037760089594091 0.0048343339965714804 0.0046560680378007731 0.0031340063849468291 0.0043538406819147975 0.0040755198239978471 0.00086570026785086547 0.004722989123065467 0.0053407160915402083 0.004287694443272691
leaf_weight=86 62 96 60 62 71 53 61 67 95 92 99 58 52 564 54 58 88 53 78 328 56 71
leaf_count=86 62 96 60 62 71 53 61 67 95 92 99 58 52 564 54 58 88 53 78 328 56 71
internal_value=0 0.00249355 0.00219045 0.00453755 0.00261107 0.00468642 0.0047243 0.00234935 0.00267111 0.00393382 0.00377471 0.00325917 0.00428666 0.00467968 0.00440443 0.00386808 0.00474953 0.00475309 0.00118748 0.00478831 0.00488011 0.00464559
internal_weight=0 529 467 1835 329 1472 1419 258 162 363 301 150 151 1358 286 112 174 1072 138 1019 620 399
internal_count=2364 529 467 1835 329 1472 1419 258 162 363 301 150 151 1358 286 112 174 1072 138 1019 620 399
is_linear=0
shrinkage=0.00231039


Tree=1163
num_leaves=16
num_cat=0
split_feature=0 12 12 1 0 12 51 12 1 3 2 39 13 2 0
split_gain=5.61682 11.4191 7.00296 6.40713 4.55259 3.5973 3.22927 3.30364 2.71613 5.66105 2.95517 2.70697 3.68373 2.36676 1.85212
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.11875499999999999 0.11230000000000001 -0.048199999999999993 0.093225000000000016 -0.28723999999999994 -0.085719999999999977 0.10024500000000001 0.084735000000000019 0.10222000000000002 0.087735000000000021 -0.10278499999999999 0.09857500000000001 -0.071969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 13 -4 -8 9 -9 -10 12 -5 -3 -14
right_child=1 5 3 11 -6 -7 7 8 10 -11 -12 -13 14 -15 -16
leaf_value=0.00420359741503678 -0.0024428735312475311 0.0033782559699022437 -0.00011302564536992419 -0.00037062903226020978 0.003951466996912587 0.00013161189188514957 0.00024062185135517798 0.0018401469892649579 0.0042199732843145156 -0.00037762182465753456 0.0018032793942235267 -0.0006781656450014522 0.00074145087315071151 0.0011402759412814049 0.0026400486730819351
leaf_weight=60 58 54 54 70 52 76 78 1431 54 68 61 77 52 53 66
leaf_count=60 58 54 54 70 52 76 78 1431 54 68 61 77 52 53 66
internal_value=0 0.000461645 0.00167248 0.00159883 0.0017596 0.00138264 0.00169427 0.001752 0.00182499 0.00173949 0.00293877 0.000507757 0.000993908 0.00227047 0.00180406
internal_weight=0 241 2123 2063 1798 183 1746 1692 1614 1499 115 265 188 107 118
internal_count=2364 241 2123 2063 1798 183 1746 1692 1614 1499 115 265 188 107 118
is_linear=0
shrinkage=0.0075133


Tree=1164
num_leaves=17
num_cat=0
split_feature=9 1348 4 42 1455 376 403 13 15 2 159 1210 13 51 133 403
split_gain=6.69884 4.58029 2.89858 4.17165 3.37006 2.80474 2.51208 2.36642 2.2943 2.22553 4.03215 2.53559 2.48799 2.15362 2.92519 0.922962
threshold=-1.0000000180025095e-35 0.08401500000000002 -0.060264999999999992 0.11497500000000001 0.079300000000000009 0.084145000000000011 -0.077859999999999985 0.11671500000000001 -0.01163 0.087365000000000012 -0.017094999999999996 -0.065674999999999983 -0.089189999999999978 0.090560000000000015 -0.012639999999999998 0.033800000000000004
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 6 -4 8 -8 10 -2 -12 -11 14 -14 -13
right_child=1 -3 3 -5 -6 -7 7 -9 -10 12 11 15 13 -15 -16 -17
leaf_value=-0.0010445839981492919 -0.00056212001288660947 -0.00077931870082579376 0.00019677280982559724 -0.0004367337524971068 0.0033770180092987786 -0.00030594875052329613 0.0014741343122451208 0.0028056280145231172 0.00061650933489571901 0.00064456017028792208 0.00035069014938547455 0.0018703589820156079 0.0031420477120120533 0.0034663970724942935 0.0014772813080191304 0.0009467162472702633
leaf_weight=64 57 53 97 82 52 58 813 56 194 64 87 293 72 54 201 67
leaf_count=64 57 53 97 82 52 58 813 56 194 64 87 293 72 54 201 67
internal_value=0 0.00127698 0.00132552 0.0011083 0.00162362 0.00121238 0.00128836 0.0013879 0.00130899 0.00152167 0.0012103 0.00143648 0.00192283 0.00217278 0.00191662 0.00169867
internal_weight=0 2300 2247 1300 947 1218 1160 1063 1007 895 504 447 391 327 273 360
internal_count=2364 2300 2247 1300 947 1218 1160 1063 1007 895 504 447 391 327 273 360
is_linear=0
shrinkage=0.00707995


Tree=1165
num_leaves=9
num_cat=0
split_feature=151 1444 1348 11 1 11 1420 157
split_gain=4.56044 7.00692 4.1138 4.30513 4.05374 3.45664 4.29119 4.94221
threshold=0.084350000000000008 -0.052264999999999992 0.08388000000000001 0.094815000000000024 0.14741000000000001 0.081365000000000007 -0.052439999999999994 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.0016023620986986692 0.0027691881506502042 0.0030246939156971012 0.003111655125951066 0.0031982160758651616 -0.00094626312515131447 -0.00063281787771390333 -0.0011861724173726509 0.0011401987929696735
leaf_weight=54 93 66 58 53 57 64 53 1842
leaf_count=54 93 66 58 53 57 64 53 1842
internal_value=0 0.00107074 0.0011366 0.0010829 0.00102902 0.00108466 0.00114075 0.00107509
internal_weight=0 2247 2193 2135 2082 2025 1961 1895
internal_count=2340 2247 2193 2135 2082 2025 1961 1895
is_linear=0
shrinkage=0.0075133


Tree=1166
num_leaves=28
num_cat=0
split_feature=1 52 52 47 2 1 4 1 1 474 42 49 43 52 49 2 43 1447 4 52 42 457 52 2 2 133 133
split_gain=262.122 50.6605 20.9351 22.0356 14.8338 17.6711 22.6852 7.89941 7.26333 5.51303 5.19479 6.43876 4.95741 4.5723 4.56073 4.19173 3.93512 3.92736 3.0369 2.48583 2.45576 2.42615 1.9975 1.47975 1.40486 1.36446 2.49139
threshold=0.104035 -0.41304999999999997 0.12492500000000002 1.0000000180025095e-35 0.090000000000000011 0.081315000000000012 -0.17689999999999997 0.13130500000000003 0.091275000000000009 0.085295000000000024 0.077855000000000021 -0.022974999999999999 -0.073404999999999984 0.11667000000000001 0.10247500000000002 0.11366500000000002 -0.079504999999999978 -0.084334999999999979 0.50569000000000008 0.048285000000000008 0.09087000000000002 -0.0056599999999999992 0.099400000000000016 0.096685000000000007 0.088135000000000005 0.090085000000000012 0.048520000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 8 12 -7 10 9 13 11 -3 14 17 25 19 -10 -1 -9 23 -18 -19 -21 -14 -23 26 -6
right_child=1 2 -4 -5 5 6 -8 18 16 -11 -12 -13 15 -15 -16 -17 20 21 -20 22 -22 24 -24 -25 -26 -27 -28
leaf_value=0.0054101611946118424 0.0046825393398846867 0.0021131990097066206 0.0033032103359174484 0.00292375196217186 0.0045731558846626112 0.004463128690908264 0.0023877659170250297 0.0014588465583811089 0.0034987280811737444 0.0040135298687398544 0.0024748521884102523 0.0009495084095478743 0.0042005012003426137 0.0039918664484811127 0.0039141582472899516 0.0034899009603252431 0.0047349912562786086 0.0041996780694099562 0.00066006224379874052 0.0048321923843403208 0.004031439350633173 0.0047944150374599238 0.0041861301478881259 0.003628489614087526 0.0044554286259367842 0.0044306362595716532 0.005303670322433689
leaf_weight=55 52 62 71 88 76 59 82 53 54 85 55 62 65 56 62 69 55 59 75 53 81 553 79 56 96 75 52
leaf_count=55 52 62 71 88 76 59 82 53 54 85 55 62 65 56 62 69 55 59 75 53 81 553 79 56 96 75 52
internal_value=0 0.00229407 0.00202749 0.00179811 0.00435059 0.00406808 0.00325637 0.00147537 0.00453856 0.00463407 0.00182156 0.00153157 0.00426301 0.00469844 0.00452229 0.00404954 0.00408398 0.00475027 0.000991022 0.00420206 0.00431616 0.00469897 0.00444574 0.00393599 0.00474431 0.0047079 0.00487014
internal_weight=0 518 466 395 1822 728 141 307 1094 904 179 124 587 819 265 322 190 763 128 253 136 708 132 121 649 203 128
internal_count=2340 518 466 395 1822 728 141 307 1094 904 179 124 587 819 265 322 190 763 128 253 136 708 132 121 649 203 128
is_linear=0
shrinkage=0.00255085


Tree=1167
num_leaves=20
num_cat=0
split_feature=48 133 0 156 13 13 3 12 3 150 12 3 12 16 0 0 12 484 3
split_gain=4.5116 3.81132 5.75103 9.63893 4.80236 4.69164 10.2796 4.24329 9.19507 3.47791 4.529 2.97941 2.90821 4.03152 4.03213 2.29907 2.26716 1.89338 1.18198
threshold=-0.087924999999999989 0.078935000000000019 -0.050379999999999994 0.11124500000000001 -0.086919999999999983 0.14247500000000005 -0.10468499999999999 0.077755000000000005 0.085315000000000016 0.083680000000000018 -0.077034999999999978 -0.082404999999999992 -0.085719999999999977 -0.36241499999999999 -0.10120999999999998 -0.071519999999999986 0.093840000000000021 0.066460000000000019 -0.093979999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 7 11 6 -2 8 -4 10 -6 -3 -8 -14 -15 17 -17 18 -12
right_child=1 4 3 -5 9 -7 12 -9 -10 -11 15 -13 13 14 -16 16 -18 -19 -20
leaf_value=0.0032423992626120193 -0.0017586667063642599 0.001598860200208357 -0.0039218258554485769 0.0026311100215919304 -0.0010912043131114559 0.0029966794076844694 -0.00016909577000882327 0.00024187344040467741 0.00036759787794302904 0.0026731321372172358 0.001679106241273026 0.003773290476857925 0.0028999868763935933 4.760459436074595e-05 0.0013375262916442497 0.0032828046238147744 0.0012885648243852793 0.0022182764867955803 0.00043931983305700833
leaf_weight=55 74 68 59 56 53 67 89 102 54 80 53 75 77 166 781 52 85 52 242
leaf_count=55 74 68 59 56 53 67 89 102 54 80 53 75 77 166 781 52 85 52 242
internal_value=0 0.00106403 0.000847287 -0.000144958 0.00149883 0.00106178 0.000952501 -0.0008684 -0.0018713 0.00121107 0.000993108 0.00273986 0.00113283 0.00124606 0.0011115 0.00122151 0.00204609 0.000895732 0.000662333
internal_weight=0 2285 1525 271 760 1254 1187 215 113 617 537 143 1113 1024 947 484 137 347 295
internal_count=2340 2285 1525 271 760 1254 1187 215 113 617 537 143 1113 1024 947 484 137 347 295
is_linear=0
shrinkage=0.0075133


Tree=1168
num_leaves=18
num_cat=0
split_feature=4 3 39 0 2 0 3 4 0 43 4 15 4 51 4 2 15
split_gain=252.257 54.8403 35.1505 23.9514 20.8204 16.8024 12.0032 11.2457 18.0559 7.46165 6.6401 8.68645 5.87584 6.54802 5.49171 5.09986 4.68749
threshold=0.27161500000000005 0.20828500000000003 0.082470000000000016 -0.10803999999999998 0.098365000000000022 -0.068669999999999995 -0.010299999999999998 -0.26545999999999997 -0.063109999999999986 -0.084549999999999986 -0.37626499999999991 -0.015464999999999998 0.043850000000000007 -0.085574999999999984 0.094510000000000025 0.11266500000000002 -0.19301999999999997
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 7 -4 -5 -1 12 -6 -11 15 13 -9 -14 -12 -2
right_child=3 -3 5 6 9 -7 -8 8 -10 10 11 -13 14 -15 -16 -17 -18
leaf_value=0.0049090299083419092 0.0019185736103242465 0.0016727386850038952 0.0035544040557864104 0.0016186878178318413 0.0029035531185983279 0.0021610042585956148 0.00044118249256986568 0.0045587078712711147 0.0027808852330372495 0.0041693194494842279 0.0034216666960708857 0.0029137271111609173 0.0030616094764577039 0.004032401451469169 0.0040123845463730604 0.0042396794684794329 0.0027989028572881769
leaf_weight=64 58 55 80 81 82 78 77 120 54 78 82 87 52 1118 60 61 53
leaf_count=64 58 55 80 81 82 78 77 120 54 78 82 87 52 1118 60 61 53
internal_value=0 0.00377632 0.0038337 0.00157908 0.00391592 0.00286667 0.00104498 0.00403248 0.0039925 0.00347713 0.00362976 0.00344668 0.00404095 0.00408344 0.00357116 0.00377077 0.00233912
internal_weight=0 2071 2016 269 1858 158 158 1468 1404 390 308 230 1350 1238 112 143 111
internal_count=2340 2071 2016 269 1858 158 158 1468 1404 390 308 230 1350 1238 112 143 111
is_linear=0
shrinkage=0.00213444


Tree=1169
num_leaves=11
num_cat=0
split_feature=34 4 41 15 4 48 2 3 1 15
split_gain=4.10855 5.24818 6.3249 6.439 6.11482 4.46611 4.38688 3.31238 3.12747 2.3731
threshold=-0.082914999999999989 0.27161500000000005 0.081560000000000007 -0.14820999999999998 -0.51003499999999991 -0.072824999999999987 0.092425000000000021 0.10812000000000001 0.080270000000000022 -0.42075999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -3 8 -7 -8
right_child=1 6 -4 4 5 7 9 -9 -10 -11
leaf_value=0.0026944893965206934 0.0030402539419092018 -0.0016970295338186235 -0.0011624721917986652 0.0033145257494863719 0.0027026666258165256 0.0012092207271061314 0.0013106503334622118 -0.00036928301547549467 0.00059662715607642334 -0.00021649195641392513
leaf_weight=65 79 54 57 54 68 1088 89 87 599 100
leaf_count=65 79 54 57 54 68 1088 89 87 599 100
internal_value=0 0.000958682 0.00107171 0.00113623 0.00105685 0.000990629 1.32255e-05 0.000924963 0.000991751 0.000502254
internal_weight=0 2275 2032 1975 1896 1842 243 1774 1687 189
internal_count=2340 2275 2032 1975 1896 1842 243 1774 1687 189
is_linear=0
shrinkage=0.00680503


Tree=1170
num_leaves=19
num_cat=0
split_feature=15 2 2 0 2 16 14 14 2 457 159 15 481 130 484 0 16 0
split_gain=143.746 77.1671 41.6857 36.676 25.8484 12.564 21.7166 10.3517 11.3491 12.1679 6.56655 6.47771 3.38276 3.33574 3.15655 3.00248 2.73096 2.49991
threshold=-0.2987999999999999 0.10859000000000001 -1.0000000180025095e-35 -0.075914999999999996 0.14234000000000005 -0.44010499999999991 -0.42495999999999995 0.062655000000000016 0.090000000000000011 0.080930000000000016 0.082585000000000006 -0.043644999999999996 -0.012169999999999999 -0.015164999999999998 -0.0011699999999999998 -0.10946999999999998 -0.019164999999999998 -0.060199999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 11 17 -1 -7 8 12 10 14 -3 16 -14 -10 -15 -4 -5
right_child=1 3 7 4 -6 6 -8 -9 9 -11 -12 -13 13 15 -16 -17 -18 -19
leaf_value=0.0014950293911648305 0.0016056016291128824 0.0014043324637904701 0.0030566024760528125 0.0030053859999431606 0.0011787073639641624 0.0012570749585733296 -0.00052384992629745286 0.0037067287284626035 0.0031129943572064545 0.0018638766574236559 0.0033338451215018969 0.00052455898085718503 0.003374485051845514 0.0025253037093373922 0.0026113274104173174 0.0029840257231502484 0.0036332130119874411 0.0025195082799840782
leaf_weight=70 100 86 71 79 57 58 53 69 60 66 75 56 83 63 349 786 64 96
leaf_count=70 100 86 71 79 57 58 53 69 60 66 75 56 83 63 349 786 64 96
internal_value=0 0.00269381 0.0028678 0.00186288 0.00235572 0.000827615 0.00040653 0.00294265 0.00291003 0.002675 0.00278557 0.00105753 0.00303116 0.00298784 0.00268497 0.00295001 0.00333012 0.00273897
internal_weight=0 2160 1786 374 232 181 111 1686 1617 550 484 142 1067 932 409 849 135 175
internal_count=2341 2160 1786 374 232 181 111 1686 1617 550 484 142 1067 932 409 849 135 175
is_linear=0
shrinkage=0.00201133


Tree=1171
num_leaves=24
num_cat=0
split_feature=1 3 147 12 2 50 2 2 14 2 0 1 2 2 49 43 12 3 133 133 156 52 16
split_gain=327.707 53.2803 35.687 27.6846 27.557 20.8942 23.656 21.8652 20.4912 17.5725 14.5556 12.2267 12.0402 8.66032 8.53788 7.81317 7.7414 6.97259 6.73373 3.81231 2.70857 2.16331 1.59951
threshold=0.10574000000000001 -0.055389999999999988 0.08598500000000002 -0.029844999999999997 0.11500500000000001 0.041865000000000006 0.14870000000000003 -1.0000000180025095e-35 0.054835000000000009 0.11144000000000001 -0.050379999999999994 0.092655000000000015 0.090000000000000011 0.078405000000000016 -0.053439999999999994 0.053035000000000006 0.083785000000000012 -0.073629999999999987 0.089725000000000013 -0.016324999999999996 0.087380000000000013 -0.018574999999999998 -0.0013749999999999997
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 4 3 11 10 6 7 -3 12 -9 -2 -1 13 17 -14 18 21 22 -16 -17 -18 -15 -5
right_child=1 5 -4 8 -6 -7 -8 9 -10 -11 -12 -13 14 16 15 19 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0047209304376263431 0.0054855828294295044 0.0014666473430856835 0.0035055554704620149 0.0051805274063500681 0.0028091383400211754 0.0036504882427498327 0.00091910917773471972 0.0040140260265564146 0.0063391177925133995 0.0024593820505117037 0.0038770167993247219 0.0032532621140693553 0.0041265953680196341 0.0056293361803582877 0.0053033955127159572 0.0047911385992734645 0.0053320100099986684 0.0042353074206887449 0.0047605646158370941 0.0040035753007598898 0.0048208335194710929 0.0062351199767040648 0.0047517100569311015
leaf_weight=55 53 62 72 215 58 61 52 53 65 99 54 53 68 64 262 68 473 54 187 52 56 52 53
leaf_count=55 53 62 72 215 58 61 52 53 65 99 54 53 68 64 262 68 473 54 187 52 56 52 53
internal_value=0 0.00300979 0.00500922 0.00507013 0.00401861 0.00250068 0.00223691 0.00255701 0.00513931 0.00300161 0.004674 0.0040009 0.00509067 0.00524407 0.00485777 0.00494511 0.00539005 0.00495158 0.00507737 0.00445006 0.00527794 0.0059011 0.00509581
internal_weight=0 492 1849 1777 165 327 266 214 1669 152 107 108 1604 967 637 569 645 322 449 120 529 116 268
internal_count=2341 492 1849 1777 165 327 266 214 1669 152 107 108 1604 967 637 569 645 322 449 120 529 116 268
is_linear=0
shrinkage=0.00217713


Tree=1172
num_leaves=13
num_cat=0
split_feature=1 15 16 1 3 12 1 1 43 16 16 474
split_gain=7.19115 3.76303 17.2924 3.28558 9.45667 3.84202 6.86814 6.30198 6.10285 2.83814 7.2423 3.58623
threshold=0.14262000000000002 -0.40312499999999996 -0.44010499999999991 0.13148500000000005 0.11372500000000001 -0.085719999999999977 0.10658000000000002 0.11332500000000002 -0.081639999999999976 0.21684500000000004 0.081265000000000018 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 9 -8 -3 10 -7 -11
right_child=-2 3 -4 -5 -6 6 7 -9 -10 11 -12 -13
leaf_value=0.0032873237128957823 -0.00078884199447737554 -0.0015717973896580452 -0.0019813462508473031 0.0031377143582018165 -0.00098753595870368382 0.0014406771697202656 0.0045256223411440548 0.0015291833813685627 0.0017050014050518918 0.00023722421339893198 0.0037898218975132843 0.0022853630533009915
leaf_weight=53 81 52 76 55 81 1431 72 69 63 183 69 56
leaf_count=53 81 52 76 55 81 1431 72 69 63 183 69 56
internal_value=0 0.00135759 0.000182715 0.00142867 0.00138336 0.00147966 0.00155651 0.00305982 0.000222661 0.00143457 0.00154879 0.000717439
internal_weight=0 2260 129 2131 2076 1995 1880 141 115 1739 1500 239
internal_count=2341 2260 129 2131 2076 1995 1880 141 115 1739 1500 239
is_linear=0
shrinkage=0.00707995


Tree=1173
num_leaves=11
num_cat=0
split_feature=15 151 15 150 41 11 2 2 12 2
split_gain=4.95166 4.23195 4.51407 6.34994 4.06067 3.31594 7.04851 4.48062 3.07479 1.96762
threshold=0.14344000000000004 -0.23765499999999998 -0.2987999999999999 0.11740500000000002 0.08110500000000001 1.0000000180025095e-35 0.10124000000000001 -0.0091949999999999983 -0.082514999999999991 0.11225500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 7 -7 -4 -9 -3
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11
leaf_value=0.002365838297752582 -0.00087848179884785394 -0.00072171052476970087 -0.00053920747579797393 -0.00083374093811145096 -0.00032026592338471979 0.003314576083499604 0.00056443739220945804 0.002021336736050055 0.0009721961626221481 0.00050639108602623586
leaf_weight=62 52 75 61 64 74 61 60 96 1639 97
leaf_count=62 52 75 61 64 74 61 60 96 1639 97
internal_value=0 0.00089791 0.000857016 0.000931184 0.000987947 0.00103848 0.00195137 0.000976941 0.00103028 -2.87649e-05
internal_weight=0 2289 2227 2055 1991 1917 121 1796 1735 172
internal_count=2341 2289 2227 2055 1991 1917 121 1796 1735 172
is_linear=0
shrinkage=0.00569414


Tree=1174
num_leaves=10
num_cat=0
split_feature=1 14 0 11 457 4 16 4 457
split_gain=4.29203 3.64256 4.19444 4.21881 3.70992 3.67956 7.67365 5.68646 4.2887
threshold=0.14262000000000002 -1.0000000180025095e-35 -0.22607999999999998 0.092630000000000018 0.087195000000000009 -0.38908499999999996 0.24579500000000001 -0.13833499999999996 0.060310000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7 -9
right_child=-2 2 3 -5 -6 7 -8 8 -10
leaf_value=0.0019732302496249317 -0.00062074981835521278 -0.00065228635468861298 0.0036447550016658974 -0.00091154996200743692 0.0021190051485987932 -0.00089925862760544526 0.00056243025215643825 0.00086559987074341616 -0.00093090544114737958
leaf_weight=100 81 76 52 52 86 77 75 1690 52
leaf_count=100 81 76 52 52 86 77 75 1690 52
internal_value=0 0.00082279 0.000769499 0.000821381 0.00086576 0.000810341 0.001825 0.000739462 0.000811935
internal_weight=0 2260 2160 2084 2032 1946 127 1819 1742
internal_count=2341 2260 2160 2084 2032 1946 127 1819 1742
is_linear=0
shrinkage=0.00616352


Tree=1175
num_leaves=22
num_cat=0
split_feature=1 52 1 2 147 52 12 1 12 3 3 0 160 3 40 0 12 49 42 49 3
split_gain=252.555 63.4315 23.4152 22.8194 18.8437 15.4472 15.0124 11.5209 13.1981 8.80222 7.16853 6.8371 7.14203 5.14713 4.74489 4.0624 3.16792 3.39024 2.98547 2.77969 1.56383
threshold=0.10538500000000002 -0.40492999999999996 0.14262000000000002 0.099675000000000014 0.085765000000000022 0.12492500000000002 0.086085000000000009 0.13075500000000004 0.090535000000000018 -0.0026499999999999996 -0.064294999999999977 -0.14454499999999995 0.082870000000000013 -0.0047649999999999993 -0.0057599999999999986 -0.10120999999999998 0.089255000000000015 0.082865000000000008 -0.044809999999999996 -0.014099999999999998 -0.079979999999999982
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 5 4 11 7 9 8 13 -5 18 12 -1 -3 -13 -16 19 -18 -8 -17 -20
right_child=1 2 -4 6 -6 -7 10 -9 -10 -11 -12 14 -14 -15 15 16 17 -19 20 -21 -22
leaf_value=0.0052664765366211893 0.0045108678842007378 0.0015445981090342527 0.00089964112622175729 0.0021246262407724806 0.0028064481995517896 0.0032286140755415438 0.0035486418813791745 0.001248597330313039 0.0031653516598833037 0.0033953642448297473 0.0030588932891759987 0.0034402870405594462 0.004109994082290941 0.0022958410261058708 0.0035455789954719663 0.004670523668034659 0.0040870659750510312 0.0035243814516018393 0.0043427890999987988 0.0042039687104445337 0.0038865882907061699
leaf_weight=53 53 86 86 52 54 59 66 78 57 56 57 52 53 95 57 71 429 61 77 639 75
leaf_count=53 53 86 86 52 54 59 66 78 57 56 57 52 53 95 57 71 429 61 77 639 75
internal_value=0 0.00220979 0.00194519 0.00396932 0.00409528 0.0021849 0.00348615 0.00198996 0.00223283 0.00278375 0.00376192 0.00414445 0.00468846 0.00193903 0.00410038 0.00412766 0.00415529 0.00401707 0.00394563 0.00425066 0.00411785
internal_weight=0 514 461 1852 1469 375 383 316 238 108 275 1415 106 181 1309 1257 1200 490 218 710 152
internal_count=2366 514 461 1852 1469 375 383 316 238 108 275 1415 106 181 1309 1257 1200 490 218 710 152
is_linear=0
shrinkage=0.00222067


Tree=1176
num_leaves=15
num_cat=0
split_feature=151 1 376 11 16 2 0 3 2 48 400 13 13 16
split_gain=5.33457 4.35947 3.28025 4.30177 4.29015 4.49165 5.46442 5.78873 3.86268 3.90009 1.97213 3.32441 3.28704 1.371
threshold=0.10424500000000002 0.14262000000000002 0.084360000000000018 0.095165000000000013 -0.070064999999999975 0.09857500000000001 -0.080474999999999977 -0.10175499999999998 0.096015000000000017 0.093265000000000015 -0.0031999999999999993 0.087005000000000013 0.0049200000000000008 -0.085314999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 8 -7 -8 9 -6 13 12 -12 -1
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.00049438404679339766 0.0030519138677402276 -0.00077290433228177386 0.0023265340558916571 -0.0011815527882636351 0.00088907468384160835 -0.0020726276758746215 -0.0015929828245208877 0.00085512390573410713 0.0027144612853331812 -0.00090952550360688157 0.0013164551980834737 0.0027240237060922471 -0.00024712440537180404 0.00094947087271279591
leaf_weight=53 54 85 74 53 613 60 63 209 52 67 746 76 74 87
leaf_count=53 54 85 74 53 613 60 63 209 52 67 746 76 74 87
internal_value=0 0.000800262 0.000860341 0.000809912 0.000860208 0.00054431 -0.000138538 0.000287821 0.000854121 0.000711749 0.00118457 0.00130671 0.00117526 0.000402329
internal_weight=0 2312 2227 2153 2100 1064 332 272 732 680 1036 896 820 140
internal_count=2366 2312 2227 2153 2100 1064 332 272 732 680 1036 896 820 140
is_linear=0
shrinkage=0.00707995


Tree=1177
num_leaves=11
num_cat=0
split_feature=40 34 1 1 132 131 16 47 132 1
split_gain=7.46385 4.49725 5.35628 4.33422 3.44341 4.09418 3.09637 3.3767 3.10912 1.96403
threshold=0.051255000000000002 -0.081364999999999993 0.14262000000000002 0.13501500000000002 0.089075000000000015 0.089915000000000009 0.51148500000000008 0.11227500000000001 1.0000000180025095e-35 0.10389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 -3 -8
right_child=-2 2 -4 -5 5 -7 9 -9 -10 -11
leaf_value=0.0025938446982009772 -0.0018437156685430112 0.00071928415198222199 -0.0011488854682489133 0.0026915788730098797 -0.0013205344553132792 0.00078137014046134989 0.0010341785340324005 -0.00074972833740194283 0.0022711405698775384 0.0028119874240866861
leaf_weight=59 53 1711 71 52 82 90 62 70 62 54
leaf_count=59 53 1711 71 52 82 90 62 70 62 54
internal_value=0 0.000738728 0.000690136 0.000749982 0.00070257 -0.000220278 0.000783633 0.000715694 0.000773592 0.00186241
internal_weight=0 2313 2254 2183 2131 172 1959 1843 1773 116
internal_count=2366 2313 2254 2183 2131 172 1959 1843 1773 116
is_linear=0
shrinkage=0.00680503


Tree=1178
num_leaves=12
num_cat=0
split_feature=0 10 12 0 0 12 1 52 12 49 12
split_gain=3.70709 3.49475 5.99664 4.06302 5.65242 3.86128 4.6088 3.70504 3.35359 3.78474 2.92735
threshold=0.14486500000000005 0.058500000000000003 -0.12529499999999996 0.11026000000000001 -0.023359999999999995 -0.042789999999999988 0.10954500000000002 -1.0000000180025095e-35 0.08073000000000001 -0.07107999999999999 0.083570000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -6 9 -7 -10
right_child=-2 -3 3 -5 7 8 -8 -9 10 -11 -12
leaf_value=0.0030989561531164587 -0.0013853381084545585 -0.0012804848581048226 0.00073652243123872635 0.0026470179277718678 0.0003055565861177694 0.0033902736955330579 -0.0019469151933871659 -0.0022258587632129618 -0.001048454661476807 0.0011371744888129265 0.00073497588943130542
leaf_weight=61 52 52 84 59 71 55 68 65 56 216 1527
leaf_count=61 52 52 84 59 71 55 68 65 56 216 1527
internal_value=0 0.000683219 0.000728398 0.000662662 0.000607966 0.000710493 -0.000463425 -0.00090371 0.000806781 0.00159475 0.000671834
internal_weight=0 2314 2262 2201 2142 2006 152 136 1854 271 1583
internal_count=2366 2314 2262 2201 2142 2006 152 136 1854 271 1583
is_linear=0
shrinkage=0.00766357


Tree=1179
num_leaves=20
num_cat=0
split_feature=1 52 47 124 1 147 48 3 49 3 51 48 132 3 3 16 52 3 16
split_gain=422.51 91.8887 42.7853 40.1966 32.9159 15.5991 12.3756 10.1436 9.93786 9.61977 6.44927 9.5332 7.1697 12.0134 8.68602 8.4169 6.1738 4.20192 0.984564
threshold=0.10491000000000002 -0.40809499999999993 0.07813500000000001 -0.043384999999999993 0.13130500000000003 0.08598500000000002 0.089350000000000013 -0.027864999999999997 0.12552000000000005 0.045635000000000002 0.081440000000000026 0.084725000000000009 0.089075000000000015 -0.14619999999999997 -0.107915 -0.065229999999999996 0.044705000000000002 0.30112000000000005 -0.082039999999999988
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 -1 7 8 -4 -3 10 -9 12 16 13 -5 -15 -14 18 -6 -12
right_child=1 2 6 5 17 -7 -8 9 -10 -11 11 -13 15 14 -16 -17 -18 -19 -20
leaf_value=0.0021867381485795407 0.0042716319341572686 0.0018751002530745934 0.0030496031709398527 0.005026591960321649 5.65974673015532e-05 0.0026516071520588415 0.0015493384682197129 0.00013780974141583367 0.0029936403841927155 0.0014310189854313854 0.0044526457955623164 0.0028336043940431466 0.0039963414808288251 0.0030830203851241037 0.004043383147628519 0.0027345128071976166 0.0032479240844860012 -0.00079056001207383341 0.0039936699209484616
leaf_weight=83 55 80 57 67 84 57 66 62 64 66 52 68 68 55 1165 52 56 53 56
leaf_count=83 55 80 57 67 84 57 66 62 64 66 52 68 68 55 1165 52 56 53 56
internal_value=0 0.00139006 0.00105136 0.00379007 0.00062581 0.00386567 0.00224479 0.00121659 0.00390629 0.000804817 0.00394191 0.00357684 0.00400209 0.00405357 0.00400011 0.00344976 0.00388486 -0.000270951 0.00421489
internal_weight=0 523 468 1843 345 1760 123 208 1703 128 1639 232 1407 1287 1220 120 164 137 108
internal_count=2366 523 468 1843 345 1760 123 208 1703 128 1639 232 1407 1287 1220 120 164 137 108
is_linear=0
shrinkage=0.00235659


Tree=1180
num_leaves=23
num_cat=0
split_feature=1 2 150 47 16 11 10 43 124 2 15 16 4 16 11 2 16 2 15 150 2 51
split_gain=292.066 48.9318 34.3283 29.3179 19.9225 16.9329 12.0469 10.198 9.91028 9.12464 8.91633 7.66274 7.4313 7.72911 7.05411 6.0452 5.37828 4.35127 5.085 4.12433 3.91373 1.50089
threshold=0.109225 0.099675000000000014 1.0000000180025095e-35 0.085505000000000012 -0.061394999999999998 1.0000000180025095e-35 -0.011559999999999999 -0.083944999999999978 -0.080389999999999989 0.12399000000000002 -0.087404999999999983 -0.072359999999999994 -0.26545999999999997 0.0086100000000000013 0.081790000000000015 0.087675000000000017 -0.0090499999999999973 0.10672500000000001 -0.050004999999999994 0.084120000000000014 0.085505000000000012 -1.0000000180025095e-35
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 5 7 6 -5 8 -2 -3 -1 10 -8 -11 -10 15 17 16 -14 -9 -19 -17 -15 -22
right_child=3 2 -4 4 -6 -7 9 14 12 11 -12 -13 13 20 -16 19 -18 18 -20 -21 21 -23
leaf_value=0.0030363562177082646 0.00037746450866283743 0.0026627164200021692 0.00147715792357779 0.0017593169256782759 0.0036355237260327399 0.0050794874840852707 0.0014641526190629763 0.0039140302163983252 0.0049162286405280099 0.0016892237484653369 0.0026838024381044792 0.00044008192465096489 0.0041448203247093319 0.0030487660571379416 0.0044135451959181954 0.0039702045668720265 0.0047229922340473055 0.0036802052686614006 0.0028636023161944025 0.0033194539664008847 0.0040942749299456172 0.0035455162616828081
leaf_weight=52 55 71 54 60 61 87 75 81 53 53 56 52 641 54 52 340 100 79 85 62 53 56
leaf_count=52 55 71 54 60 61 87 75 81 53 53 56 52 641 54 52 340 100 79 85 62 53 56
internal_value=0 0.00389335 0.00319817 0.0017494 0.00270538 0.00408917 0.00135181 0.00345064 0.00402809 0.00157878 0.00198572 0.00107084 0.00406602 0.00403149 0.00363891 0.00409876 0.00422288 0.0034744 0.00325712 0.0038699 0.00355968 0.00381257
internal_weight=0 1920 422 412 121 1498 291 368 1411 236 131 105 1359 1306 297 1143 741 245 164 402 163 109
internal_count=2332 1920 422 412 121 1498 291 368 1411 236 131 105 1359 1306 297 1143 741 245 164 402 163 109
is_linear=0
shrinkage=0.00231039


Tree=1181
num_leaves=25
num_cat=0
split_feature=1 47 4 1 15 1 3 15 12 1 12 3 3 4 42 3 1 4 15 4 3 3 42 42
split_gain=219.552 28.4439 27.9753 12.5315 12.088 11.9718 13.7592 9.97848 15.2243 12.6737 11.1317 8.44312 11.6082 8.18941 7.6112 7.94902 6.79939 3.98455 3.44535 2.40868 1.59921 1.38702 0.432492 0.265425
threshold=0.109225 0.085505000000000012 0.27834500000000006 0.11771500000000001 -0.15614499999999998 0.14551500000000003 -0.0098449999999999979 0.03981500000000001 0.083825000000000024 0.094165000000000013 0.086795000000000011 -0.086964999999999987 0.084735000000000019 0.062150000000000004 0.095980000000000024 -0.15002999999999997 1.0000000180025095e-35 -0.039459999999999995 0.11876000000000002 -0.084824999999999984 -0.087454999999999991 -0.086049999999999988 -0.07793499999999999 -0.087714999999999987
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 -2 -1 6 -5 8 9 11 16 -6 -13 -3 15 -10 21 -17 19 23 -21 22 -9 -12
right_child=1 13 -4 5 7 -7 -8 10 14 -11 18 12 -14 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0051510581807615577 0.0023550378811781417 0.0037303505778148488 0.0022457350109606725 0.0016443867708820993 0.0028250373642757305 0.0021926597416485156 8.6437829340622218e-05 0.004436108100638143 0.0050752820237402498 0.0025355463727624776 0.0043107190201841844 0.0044791983303516429 0.0030753238438082134 0.0024234629498853127 0.0032549936091781084 0.0035121812558414627 0.0052869718277926614 0.0041500348497573543 0.0035165948222538493 0.0036075548842050748 0.0040798624985820707 0.0041788081989131672 0.0047729987414297922 0.0045746768122989778
leaf_weight=63 91 56 54 69 52 58 73 52 54 80 56 105 57 65 65 71 76 476 71 53 337 93 52 53
leaf_count=63 91 56 54 69 52 58 73 52 54 80 56 105 57 65 65 71 76 476 71 53 337 93 52 53
internal_value=0 0.00200926 0.00402136 0.00158535 0.00407273 0.001235 0.000843657 0.00403503 0.00386038 0.00338583 0.0042339 0.00370357 0.00398541 0.00302852 0.00406982 0.0041579 0.00464979 0.00406729 0.00403466 0.00410832 0.00401575 0.00440384 0.00460481 0.00443931
internal_weight=0 412 1920 291 1866 200 142 1803 960 294 843 214 162 121 666 601 273 547 570 499 390 197 104 109
internal_count=2332 412 1920 291 1866 200 142 1803 960 294 843 214 162 121 666 601 273 547 570 499 390 197 104 109
is_linear=0
shrinkage=0.00250084


Tree=1182
num_leaves=18
num_cat=0
split_feature=1 1 15 3 157 4 3 12 15 43 1 49 402 480 3 402 13
split_gain=5.65526 11.9742 6.5606 5.28479 5.2008 6.69983 4.98341 6.54622 5.54743 4.09185 6.15478 3.45416 2.61523 3.54887 2.23951 2.15337 0.457002
threshold=0.109225 0.14551500000000003 -0.22805999999999996 0.10632000000000001 -0.063984999999999986 -0.0087849999999999977 -0.016164999999999995 0.023990000000000004 -0.0053099999999999996 -0.079329999999999984 0.11918000000000002 -0.06017999999999999 0.090595000000000023 -1.0000000180025095e-35 -0.14818499999999998 0.10999000000000002 -0.077274999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 6 -2 -6 7 -4 11 -7 -11 -8 13 -9 -15 -14 -12
right_child=1 -3 3 -5 5 9 8 12 -10 10 16 -13 15 14 -16 -17 -18
leaf_value=0.0032534115810802892 -0.0021702153449475758 0.0027837049736048566 -0.0012884452303316854 -0.00091908602755021076 0.0021937221080564921 -0.0020056352409322711 0.0025720884679896997 -0.00065938814466881264 0.0034792941544788086 0.0015466358256085765 -0.0013940847889462489 0.0003392976334969988 0.0027785009642324518 0.0019725909599169087 0.00098556664023522552 0.0012342100565042697 -0.0005066369580080019
leaf_weight=64 52 71 53 57 56 53 52 55 81 76 52 76 70 112 1205 95 52
leaf_count=64 52 71 53 57 56 53 52 55 81 76 52 76 70 112 1205 95 52
internal_value=0 0.000291034 0.00115271 0.00108023 -0.000227759 0.000121502 0.00114362 0.00101623 0.00211244 -0.000376237 0.000103135 0.00124693 0.00109574 0.0010002 0.00106956 0.0018898 -0.000951046
internal_weight=0 412 1920 1856 341 289 1799 1590 209 233 180 128 1537 1372 1317 165 104
internal_count=2332 412 1920 1856 341 289 1799 1590 209 233 180 128 1537 1372 1317 165 104
is_linear=0
shrinkage=0.0066716


Tree=1183
num_leaves=20
num_cat=0
split_feature=2 43 14 14 2 160 483 48 51 475 15 3 16 2 43 16 160 48 3
split_gain=5.68775 6.91854 5.13442 4.82239 4.50075 3.23559 2.76085 2.54956 3.01784 2.07423 5.74242 4.47104 12.8181 2.54994 1.9125 1.90345 1.68242 1.59472 1.09773
threshold=0.099675000000000014 -0.16205499999999998 -0.10708499999999999 0.054835000000000009 -0.10238999999999998 -0.52641999999999989 0.058525000000000008 -1.0000000180025095e-35 0.093135000000000009 -0.081774999999999973 -0.01163 -0.038414999999999998 -0.014034999999999997 0.087830000000000005 -0.083944999999999978 -0.098324999999999982 1.0000000180025095e-35 0.084095000000000017 0.0037100000000000002
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 -3 4 -1 -6 7 -4 14 10 -7 13 18 17 -9 -15 -16 -11 -13
right_child=1 2 6 -5 5 9 -8 8 -10 11 -12 12 -14 15 16 -17 -18 -19 -20
leaf_value=-0.00087002304600886256 -0.0018584006764576617 0.0019960763084336313 -0.0011763070741184435 0.0026234537325354186 0.0023492764942150061 0.0012646073982487717 0.001510391156957781 -0.00052764517332107947 -0.000953595354427247 0.0009715553118486743 -0.0010414400630378183 0.0011663533833192908 0.0036997906684148501 0.0013635989338041615 0.0004634407584503549 0.00021537341402027497 0.0016244981177561757 0.0020131937411614538 -6.6820379195879138e-05
leaf_weight=54 54 78 54 68 65 99 63 60 67 645 75 52 86 70 243 310 62 64 63
leaf_count=54 54 78 54 68 65 99 63 60 67 645 75 52 86 70 243 310 62 64 63
internal_value=0 0.000300577 0.000486624 0.000983573 0.000913087 0.000976105 0.000272044 0.00011138 0.000272496 0.000915092 0.000270236 0.00100202 0.00186379 0.000842899 0.000497743 0.000427065 0.000699679 0.00106568 0.000490205
internal_weight=0 681 627 1651 1583 1529 549 486 432 1464 174 1290 201 1089 365 380 305 709 115
internal_count=2332 681 627 1651 1583 1529 549 486 432 1464 174 1290 201 1089 365 380 305 709 115
is_linear=0
shrinkage=0.00628679


Tree=1184
num_leaves=11
num_cat=0
split_feature=0 0 2 447 3 2 3 12 3 15
split_gain=5.82113 5.55387 8.65726 3.62322 2.78743 11.1155 4.03163 5.31901 3.27503 3.74347
threshold=-0.23091999999999999 -0.15270499999999995 0.106285 0.085205000000000017 -0.14443999999999999 0.10054500000000001 -0.11197999999999998 -0.10236499999999998 0.25468500000000005 -0.41606999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6 -8 9 -9
right_child=1 3 -4 -5 6 -7 7 8 -10 -11
leaf_value=0.0028364509116641278 0.00075139040644590048 0.0038833791078764662 -0.0029236290600326816 -0.00084104258243122506 -0.0010148264188315516 0.00012430704891927874 0.0028174131735592104 -0.00087987991442864367 -0.00099988617037641628 0.00082993705693501832
leaf_weight=61 76 65 52 67 62 91 60 64 52 1682
leaf_count=61 76 65 52 67 62 91 60 64 52 1682
internal_value=0 0.000663214 -0.000741007 0.000747121 0.000798413 0.00169106 0.000725846 0.000783971 0.000716073 0.000767221
internal_weight=0 2271 128 2143 2076 156 1920 1858 1798 1746
internal_count=2332 2271 128 2143 2076 156 1920 1858 1798 1746
is_linear=0
shrinkage=0.00694113


Tree=1185
num_leaves=18
num_cat=0
split_feature=4 3 12 147 12 52 11 52 3 4 12 52 49 3 4 43 4
split_gain=184.923 52.7304 35.541 12.0796 13.015 9.26151 8.78978 8.63624 7.31465 8.0578 6.85044 6.15729 5.48024 4.91611 3.36521 3.10741 2.02387
threshold=0.30163500000000004 0.30112000000000005 -0.011819999999999999 0.087350000000000025 0.09141500000000001 -0.087769999999999987 1.0000000180025095e-35 -0.029869999999999997 -0.10468499999999999 -0.093344999999999997 0.11769500000000001 0.055990000000000005 0.082865000000000008 -0.0072299999999999994 -0.039459999999999995 -0.071349999999999983 0.50230500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 8 -7 -4 -10 12 13 14 -2 -6 -14 -15
right_child=11 -3 3 -5 10 7 -8 -9 9 -11 -12 -13 15 16 -16 -17 -18
leaf_value=0.0037355370642404868 0.0019809707853750387 0.0016273983440220614 0.0032961100357603718 0.0029519554381078408 0.0040762900933994078 0.0019514601464170193 0.0049996199471811741 0.0031254246506726073 0.0049624637559353823 0.004116909317541979 0.0031779821900356302 0.0024357273173571275 0.0030627268032771275 0.00093920206197138688 0.0036626179092608337 0.0038202447997802073 0.0015669954575696231
leaf_weight=55 87 54 52 56 376 56 63 76 62 925 85 56 61 53 140 52 53
leaf_count=55 87 54 52 56 376 56 63 76 62 925 85 56 61 53 140 52 53
internal_value=0 0.00383768 0.00389564 0.00398973 0.00402172 0.00295357 0.00417628 0.00262756 0.00412633 0.00417005 0.00378313 0.00177368 0.00386487 0.00158146 0.0039641 0.00341153 0.00125333
internal_weight=0 2113 2059 1872 1816 187 1102 132 1039 987 714 249 629 193 516 113 106
internal_count=2362 2113 2059 1872 1816 187 1102 132 1039 987 714 249 629 193 516 113 106
is_linear=0
shrinkage=0.00226508


Tree=1186
num_leaves=18
num_cat=0
split_feature=4 1 150 151 12 14 1 124 12 4 13 1 1 4 4 13 4
split_gain=229.009 60.9007 42.4951 19.9045 17.7403 11.1504 10.2353 7.18587 6.60167 8.61621 10.0351 6.1543 5.37551 5.76473 4.65674 2.01934 0.674382
threshold=0.30163500000000004 0.104035 0.07536000000000001 0.050660000000000004 0.085090000000000013 0.062655000000000016 0.13075500000000004 -0.043384999999999993 0.091625000000000012 -0.46376499999999993 0.046185000000000004 0.13976500000000003 0.085810000000000011 -0.086179999999999993 0.42953500000000006 -0.041479999999999996 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 7 14 -1 9 -9 -11 -8 13 -10 -2 -14 -6
right_child=6 2 -4 -5 16 -7 11 8 12 10 -12 -13 15 -15 -16 -17 -18
leaf_value=0.0028269021223899966 0.0010756522371816414 0.0022612420822685888 0.0011236071098626494 0.0023348147565614586 0.003737278749988319 0.0045219609058367444 9.2811059442615285e-06 0.0045788966506812058 0.0025413318250972743 0.0036974881621004889 0.0027401976762591158 0.0010663973347091174 0.0035329272982016408 0.0033499973810521828 0.0019185153662228662 0.0040690231832645448 0.0033826461161716565
leaf_weight=68 66 95 89 68 65 63 52 53 52 933 60 62 92 362 69 61 52
leaf_count=68 66 95 89 68 65 63 52 53 52 933 60 62 92 362 69 61 52
internal_value=0 0.00338134 0.00243758 0.0035381 0.00298909 0.003585 0.00108451 0.00354987 0.00358034 0.00368728 0.00363967 0.000584416 0.003383 0.00324848 0.00150663 0.00374682 0.00357987
internal_weight=0 2113 301 1812 212 1744 249 1681 1613 1046 993 114 567 414 135 153 117
internal_count=2362 2113 301 1812 212 1744 249 1681 1613 1046 993 114 567 414 135 153 117
is_linear=0
shrinkage=0.00226508


Tree=1187
num_leaves=10
num_cat=0
split_feature=3 3 12 10 15 15 3 3 1374
split_gain=4.93205 5.88771 3.21372 6.78619 3.04022 3.324 2.71341 2.24445 2.6571
threshold=-0.23303499999999996 -0.15500999999999998 -0.14847999999999997 -1.0000000180025095e-35 -0.44206999999999991 -0.23071999999999995 -0.013399999999999999 0.12745000000000004 0.081125000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 -4 8 -7
right_child=1 2 3 4 5 7 -8 -9 -10
leaf_value=0.0024151655311211414 -0.0012277205196904682 0.0025081630895920828 0.00029924187271439956 -0.00050363366638359237 0.0026115399554955138 0.00084819127601021272 -0.0018679221144458356 0.002031628964952654 0.0023812272827500721
leaf_weight=96 62 56 52 65 57 1781 55 84 54
leaf_count=96 62 56 52 65 57 1781 55 84 54
internal_value=0 0.000839939 0.000898137 0.000856128 0.000943723 0.00099137 -0.000814042 0.000943208 0.000893345
internal_weight=0 2266 2204 2148 2041 1976 107 1919 1835
internal_count=2362 2266 2204 2148 2041 1976 107 1919 1835
is_linear=0
shrinkage=0.00680503


Tree=1188
num_leaves=28
num_cat=0
split_feature=15 40 147 15 10 52 160 133 43 43 52 160 123 474 15 49 133 43 15 52 15 133 133 155 43 15 15
split_gain=156.626 86.9416 35.999 25.2404 13.9187 11.2175 15.1321 17.6751 17.266 28.3831 7.9725 6.00443 5.97706 4.85493 4.71829 3.21608 3.14696 3.57909 3.13622 2.21721 1.79959 1.73644 1.67965 1.04656 0.860365 0.563276 0.552378
threshold=-0.37478999999999996 -0.012109999999999998 0.089365000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 -0.42890999999999996 -1.0000000180025095e-35 -0.0047949999999999989 -0.00013499999999999997 0.0047850000000000011 0.055990000000000005 0.051820000000000005 0.085740000000000011 0.084660000000000027 0.08765000000000002 0.10671500000000002 0.024130000000000002 0.079170000000000018 -0.46319999999999995 0.084675000000000014 0.11469500000000001 -0.0046699999999999997 0.40330500000000008 0.084785000000000013 -0.06513999999999999 0.084050000000000014 0.084785000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 3 5 -2 15 7 -7 11 -10 18 -8 -6 -9 19 23 17 20 -1 25 -16 26 24 -3 -18 -5 -21
right_child=1 2 -4 14 12 6 8 13 9 -11 -12 -13 -14 -15 16 -17 22 -19 -20 21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0013346025349398739 0.0011947172129115782 0.0044168185539378273 0.0020747723767781177 0.0047131579498975599 0.0029576734980265879 0.0027071419995477759 0.0032263120783687384 0.0040862576213061266 0.0020496552519880546 0.0039228304049606262 0.0019991920722987073 0.0039874838381793384 0.002030650932123697 0.0035121193248237826 0.0043194334535494464 0.0035268163066917149 0.003714583284049638 0.0036297534844404269 0.00057200943934256835 0.0044260210638111643 0.0039060293908366648 0.0037835927501147274 0.0039535400038972959 0.0040287264744709797 0.0033225359835926979 0.0043900654736691875 0.0041235995571205419
leaf_weight=55 56 61 66 53 77 74 124 264 135 60 56 94 67 107 189 52 70 73 56 66 78 53 95 94 52 68 67
leaf_count=55 56 61 66 53 77 74 124 264 135 60 56 94 67 107 189 52 70 73 56 66 78 53 95 94 52 68 67
internal_value=0 0.00357778 0.00372053 0.00377683 0.00215374 0.00354328 0.00342891 0.00371898 0.0031163 0.00262614 0.00130203 0.00355463 0.00252652 0.00392074 0.00406468 0.00401724 0.00393988 0.00407666 0.000950089 0.00429103 0.00419875 0.00413429 0.00372547 0.00418162 0.00354768 0.00453179 0.00427386
internal_weight=0 2195 1995 1929 200 1065 858 445 413 195 167 218 144 371 864 207 557 340 111 307 267 186 217 155 122 121 133
internal_count=2362 2195 1995 1929 200 1065 858 445 413 195 167 218 144 371 864 207 557 340 111 307 267 186 217 155 122 121 133
is_linear=0
shrinkage=0.00226508


Tree=1189
num_leaves=16
num_cat=0
split_feature=9 12 1453 52 15 151 15 0 0 160 42 42 13 52 472
split_gain=3.96179 4.54685 3.53776 3.30488 3.89261 5.1015 8.25963 9.14385 3.42027 3.40083 2.6083 2.18624 1.87092 3.57853 1.84023
threshold=0.089995000000000006 -0.14765999999999999 -0.077764999999999987 -0.53937999999999986 0.03981500000000001 -0.0039699999999999987 -0.047584999999999995 0.047740000000000012 -0.049464999999999988 -0.081639999999999976 0.091635000000000008 0.087495000000000003 0.065195000000000017 -0.011499999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 14 5 10 9 -8 12 -7 11 -5 13 -6 -4
right_child=-2 2 3 4 8 6 7 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0032429806883126134 -0.0010122298559925875 0.0027511542984080275 0.00099482098653892346 0.0012955478123114351 0.00310365418038392 0.0015719786998126379 -0.0021460308906282267 0.0011228099984935739 0.0030727561231684809 0.00034523949386298193 -0.00019785866925998153 0.0029517688276048588 -0.00010679549287084767 0.0010932015482285258 0.0028133067343887879
leaf_weight=52 54 63 52 273 54 181 139 74 55 433 55 54 63 680 80
leaf_count=52 54 63 52 273 54 181 139 74 55 433 55 54 63 680 80
internal_value=0 0.00104577 0.000995094 0.00094461 0.000870729 0.000596497 0.000264676 -0.00101 0.00125977 0.000706998 0.00131465 0.0015693 0.00113456 0.00124122 0.00209754
internal_weight=0 2308 2256 2193 2061 1209 827 213 852 614 382 327 797 734 132
internal_count=2362 2308 2256 2193 2061 1209 827 213 852 614 382 327 797 734 132
is_linear=0
shrinkage=0.0075133


Tree=1190
num_leaves=23
num_cat=0
split_feature=1 3 2 2 3 2 2 14 14 1 3 2 133 2 2 3 16 4 4 12 401 2
split_gain=239.655 36.7872 23.5962 23.3683 18.9606 16.8908 24.0084 10.9759 10.5194 7.43014 6.63321 6.79498 6.20111 5.6906 5.21966 3.98143 2.42242 1.97084 2.51793 4.34937 1.83211 1.07152
threshold=0.10538500000000002 -0.049204999999999992 0.10124000000000001 0.10575500000000002 -0.10237999999999998 -1.0000000180025095e-35 0.10866500000000003 0.054835000000000009 -1.0000000180025095e-35 0.084795000000000023 -0.068254999999999982 0.079570000000000016 0.11667000000000001 0.089830000000000007 0.12708000000000003 -0.14070999999999997 0.022165000000000004 -0.085474999999999982 -0.0065299999999999993 0.089255000000000015 0.083100000000000021 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 -2 -4 -3 -7 10 -8 12 15 -12 16 -13 -10 -1 -6 21 20 -20 -19 -17
right_child=1 5 4 -5 9 6 8 -9 14 -11 11 13 -14 -15 -16 17 -18 18 19 -21 -22 -23
leaf_value=0.0036650415030276247 0.0039771055058298189 0.00092052933046155732 0.0023298619611656804 0.0023045136003298169 0.0044589625984245342 0.0035987350840628292 0.0026474972852019076 0.0051708622591537879 0.0020070134775845802 0.0030341507003182559 0.0032287356147874691 0.0047044091013043058 0.0033183935988765141 0.0037915257390249975 0.0011514666239759482 0.0047768924785932757 0.003935770383969011 0.0041707595236578337 0.0047154340261500154 0.0040504050441079846 0.0045101286324928319 0.0043977154787408707
leaf_weight=52 98 71 53 82 95 52 63 69 68 52 65 57 56 103 87 70 97 653 157 80 100 101
leaf_count=52 98 71 53 82 95 52 63 69 68 52 65 57 56 103 87 70 97 653 157 80 100 101
internal_value=0 0.00237008 0.0041431 0.00321528 0.00360498 0.00192386 0.00218761 0.00426914 0.0018509 0.00383017 0.00422585 0.00386043 0.00399698 0.00411689 0.00152696 0.00429362 0.00419477 0.00432175 0.00428177 0.00449106 0.00421586 0.00455308
internal_weight=0 521 1860 180 353 341 270 1507 218 300 1438 225 248 160 155 1213 192 1161 990 237 753 171
internal_count=2381 521 1860 180 353 341 270 1507 218 300 1438 225 248 160 155 1213 192 1161 990 237 753 171
is_linear=0
shrinkage=0.00231039


Tree=1191
num_leaves=28
num_cat=0
split_feature=1 4 12 12 2 1 1 4 0 1 12 42 12 151 12 4 15 4 133 157 15 1210 43 0 133 12 13
split_gain=583.23 70.8811 62.4276 47.4502 26.4072 24.6951 21.498 15.7478 13.4631 10.3696 9.93927 10.0598 9.78537 9.06329 8.08444 7.12316 6.08762 5.48376 4.12576 3.04673 3.01253 2.83316 2.71501 2.60173 1.96424 1.42593 0.604726
threshold=0.10538500000000002 0.27287000000000006 0.087545000000000026 -0.029844999999999997 0.10188000000000001 0.092655000000000015 0.12958500000000003 -0.085474999999999982 -0.091809999999999989 0.11726500000000001 0.085665000000000005 0.099455000000000002 1.0000000180025095e-35 -0.033849999999999991 0.094045000000000004 0.5137400000000002 0.029300000000000003 -0.01712 0.094525000000000012 -0.077234999999999984 0.08425500000000001 -0.08126499999999999 -1.0000000180025095e-35 -0.075624999999999984 0.087035000000000015 0.097145000000000023 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 7 -1 22 8 -5 -4 -6 18 -9 -2 19 -8 -10 23 25 24 -18 -21 -3 -16 -14 -12 -22
right_child=1 6 9 4 10 -7 15 12 16 -11 11 -13 14 -15 17 -17 20 -19 -20 21 26 -23 -24 -25 -26 -27 -28
leaf_value=0.012211896496402593 0.0094071639763888097 0.0096073814711548858 0.012517160027760765 0.014196327663164882 0.011326273008577003 0.010307109515468088 0.0082418436307271341 0.012009582973433583 0.012472742153340181 0.011303769497569224 0.012940174024192732 0.011565277623974421 0.013314931262066594 0.010404416845128637 0.012896003038038336 0.0092549874174543481 0.013651441314953695 0.011958233400737242 0.012056465405635331 0.013260691993037678 0.013224641183852033 0.012756098231731945 0.010246137494669015 0.012352149554222151 0.012808070030520565 0.012484288467997694 0.012897186781975748
leaf_weight=63 63 54 66 52 53 53 64 80 61 55 76 58 92 101 82 55 53 76 52 53 54 656 63 74 55 54 63
leaf_count=63 63 54 66 52 53 53 64 80 61 55 76 58 92 101 82 55 53 76 52 53 54 656 63 74 55 54 63
internal_value=0 0.010158 0.010847 0.0126141 0.0126987 0.0113418 0.00932573 0.0128124 0.0132485 0.0119658 0.0121355 0.0123141 0.0127068 0.0100215 0.012758 0.00871029 0.013035 0.0124155 0.0125527 0.0128508 0.0132366 0.0127938 0.00995151 0.0126382 0.0131254 0.012751 0.0130485
internal_weight=0 521 285 1860 1744 116 236 1451 283 121 293 240 1168 164 1088 119 231 232 182 856 170 709 117 156 147 130 117
internal_count=2381 521 285 1860 1744 116 236 1451 283 121 293 240 1168 164 1088 119 231 232 182 856 170 709 117 156 147 130 117
is_linear=0
shrinkage=0.00205156


Tree=1192
num_leaves=23
num_cat=0
split_feature=3 3 43 2 2 3 43 51 0 2 2 2 51 52 52 47 1456 0 2 0 3 2
split_gain=246.163 83.0778 57.8978 47.3252 36.0684 27.2501 21.2203 13.0745 12.7109 8.04792 7.67367 14.8056 6.8004 5.40641 6.45408 4.72914 4.83596 5.37272 6.4158 2.33204 1.28361 1.24346
threshold=-0.06340999999999998 0.30112000000000005 -0.033174999999999989 0.11366500000000002 0.10866500000000003 -0.10077999999999999 -0.23596999999999999 -0.088934999999999986 -0.14454499999999995 0.10124000000000001 0.13106000000000004 -1.0000000180025095e-35 0.0045000000000000014 -0.44579999999999992 0.061255000000000011 0.10323000000000002 0.056265000000000009 -0.049024999999999992 0.088850000000000012 -0.10490499999999998 -0.085044999999999996 0.12827000000000002
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 6 8 7 -5 -2 -4 -1 15 11 -8 19 -11 -15 16 17 18 -10 -9 -18 -6
right_child=1 -3 4 5 21 -7 10 12 9 13 -12 -13 -14 14 -16 -17 20 -19 -20 -21 -22 -23
leaf_value=0.0059158732113996134 0.0038952104280706949 0.0011178713082653582 0.0055171577716550419 0.0022067448277186233 0.0031544487753714955 0.0043006265505536332 0.0017586902265845669 0.003535622139540008 0.0049777178366219614 0.0048960428550748744 0.0014937949132223104 0.0031893792644917878 0.0048305964298870118 0.0033979696928239642 0.0045315554628727085 0.0043269811211072333 0.0055966098728223715 0.0041109778801209319 0.0045868477420932417 0.0042025100681854265 0.0050808381228220449 0.0026507667717283571
leaf_weight=54 52 100 55 59 55 76 74 54 755 52 54 81 64 52 56 93 54 54 322 60 53 52
leaf_count=54 52 100 55 59 55 76 74 54 755 52 54 81 64 52 56 93 54 54 322 60 53 52
internal_value=0 0.00306811 0.00339256 0.00469814 0.00402098 0.00338571 0.00257384 0.00453112 0.0048128 0.00477284 0.00224496 0.0025065 0.0042263 0.00428191 0.00398598 0.00483183 0.00486974 0.0048251 0.00486088 0.00388683 0.00534136 0.0029099
internal_weight=0 701 601 1680 340 135 261 233 1545 1491 209 155 178 160 108 1331 1238 1131 1077 114 107 107
internal_count=2381 701 601 1680 340 135 261 233 1545 1491 209 155 178 160 108 1331 1238 1131 1077 114 107 107
is_linear=0
shrinkage=0.00231039


Tree=1193
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 2 12 3 15 3 13 51 42 16 40 42 0 15 12 2 12 0 13 3 3 3 42 13 3 42
split_gain=271.478 55.8965 33.1408 26.8791 19.9412 31.3491 16.3799 12.5324 9.76427 14.4854 11.5092 12.7251 10.2595 9.55876 9.75099 6.89519 4.86523 4.56167 4.27489 3.38389 2.67293 2.51507 2.42307 2.5002 2.31438 1.93285 1.65249 1.49772 1.38962 0.711172
threshold=0.10538500000000002 -0.052614999999999995 0.10060500000000001 0.114165 -1.0000000180025095e-35 0.10866500000000003 0.08623500000000002 -0.00079499999999999981 0.03981500000000001 -0.13088999999999998 -0.013944999999999997 -0.088934999999999986 -0.067534999999999998 -0.0088649999999999996 -0.026419999999999996 0.099455000000000002 -0.063519999999999979 -0.10436999999999999 0.091680000000000011 0.089885000000000007 0.095780000000000018 -0.087344999999999992 -0.050754999999999995 -0.080804999999999974 -0.011659999999999998 -0.07964499999999998 0.083835000000000007 0.0037100000000000002 -0.07908999999999998 -0.056754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 16 -3 -6 7 -4 10 -10 17 -12 -13 14 -7 20 -2 -1 25 21 -8 -11 23 -23 -14 26 -19 -24 -21 -22
right_child=1 4 6 -5 5 13 15 -9 9 19 11 12 24 -15 -16 -17 -18 18 -20 28 29 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0049965988020824062 0.0046887649341825531 0.00058478541227749404 0.0020468906444828486 0.002096127019373846 0.0037374287816031699 0.0011715199141786787 0.0045437920267295028 0.0037200902579531624 0.0058899017986926427 0.0050656033490301833 0.0048416855112605869 0.0042127928252258815 0.0027294178696288373 0.00085526787642410641 0.0024410009945281049 0.0032621359884309436 0.0036753808044509692 0.0049740703565355586 0.0037271146974142333 0.0039492563518959047 0.0037593228745213644 0.0041636905628437181 0.004854609923546427 0.0046922072606500574 0.0034393857578636036 0.0041095683890759842 0.0044839076234480342 0.0043825409117622099 0.0044549727201203633 0.0041595046697281172
leaf_weight=91 52 71 56 59 53 58 85 52 55 82 60 81 59 66 98 60 64 52 52 60 55 119 206 101 53 68 228 52 76 57
leaf_count=91 52 71 56 59 53 58 85 52 55 82 60 81 59 66 98 60 64 52 52 60 55 119 206 101 53 68 228 52 76 57
internal_value=0 0.00231499 0.00431755 0.00344437 0.00174371 0.00204282 0.00365481 0.00285275 0.00447933 0.00467693 0.00427984 0.0038543 0.00354721 0.00163814 0.00196918 0.00399176 0.00412988 0.00449906 0.0043858 0.00458104 0.00421385 0.00466575 0.0045971 0.00440645 0.00306562 0.00448415 0.00457503 0.00475957 0.00423206 0.00396322
internal_weight=0 521 1860 175 346 275 365 108 1495 751 744 253 193 222 156 257 116 491 400 696 197 560 478 220 112 348 280 258 136 112
internal_count=2381 521 1860 175 346 275 365 108 1495 751 744 253 193 222 156 257 116 491 400 696 197 560 478 220 112 348 280 258 136 112
is_linear=0
shrinkage=0.0024518


Tree=1194
num_leaves=22
num_cat=0
split_feature=1 3 1 12 4 12 4 14 1 12 457 16 4 52 48 4 3 0 3 15 47
split_gain=276.303 54.4375 20.957 19.6259 18.1582 12.7736 11.0494 11.0276 10.5415 9.60939 10.1677 9.52369 5.6163 7.01875 4.37777 7.69828 6.97362 3.57758 2.82857 2.22289 1.20967
threshold=0.10538500000000002 -0.06340999999999998 0.13630500000000004 -0.029844999999999997 0.30163500000000004 -1.0000000180025095e-35 0.046720000000000005 0.054835000000000009 0.092655000000000015 0.099815000000000015 0.080930000000000016 -0.14483499999999996 0.054560000000000004 0.0029250000000000005 0.088580000000000006 -0.42305999999999994 -0.083344999999999989 -0.061204999999999989 0.31400500000000003 -0.039984999999999993 0.090280000000000013
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 4 5 8 20 11 -7 9 -1 10 12 -3 14 -14 15 -5 -16 19 -4 -11 -2
right_child=1 2 18 7 -6 6 -8 -9 -10 17 -12 -13 13 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0041335298034695864 0.0044512663347062182 0.0026336147443707172 0.0014717760458748238 0.0054211167804206432 0.0025887372626031552 0.00372873956798937 0.0021978757395356837 0.0054152701379048531 0.002705275264282732 0.0039266186732342754 0.0037790696555338793 0.0013483609753699439 0.0035946176863104434 0.0046910566473393192 0.0035396605045184735 0.0046163518702929734 0.0046752951718011014 0.0035438284532409827 0.00073170025323661761 0.0044773026459291451 0.0039350293092050891
leaf_weight=63 52 54 63 71 63 53 52 68 53 87 97 79 70 61 52 1019 72 68 53 79 52
leaf_count=63 52 54 63 71 63 53 52 68 53 87 97 79 70 61 52 1019 72 68 53 79 52
internal_value=0 0.00247894 0.00195558 0.00442077 0.00358819 0.00235598 0.00297084 0.00448325 0.00348118 0.00444542 0.00451744 0.00187038 0.00457067 0.00410537 0.00462086 0.0046688 0.00419926 0.00400151 0.00113385 0.00418884 0.00419339
internal_weight=0 521 354 1860 167 238 105 1744 116 1676 1442 133 1345 131 1214 1090 124 234 116 166 104
internal_count=2381 521 354 1860 167 238 105 1744 116 1676 1442 133 1345 131 1214 1090 124 234 116 166 104
is_linear=0
shrinkage=0.00235659


Tree=1195
num_leaves=22
num_cat=0
split_feature=3 12 43 158 3 1 3 10 40 3 1447 3 12 3 43 3 12 1429 3 1 158
split_gain=10.5222 5.02328 10.9724 3.69143 3.67144 3.1241 4.9305 3.74003 3.02716 2.46804 2.12178 2.72194 3.35754 3.33101 1.68705 1.54413 1.29563 1.06092 0.8747 0.254708 0.155509
threshold=0.31343500000000007 0.082780000000000006 -0.099699999999999983 0.085410000000000014 -0.10919499999999999 0.086665000000000006 0.10449500000000002 -0.0069899999999999988 -0.063404999999999989 0.081640000000000004 -0.085949999999999985 -0.14906999999999998 0.095330000000000012 -0.097574999999999981 -0.15786499999999998 -0.085969999999999977 0.10031500000000002 0.032755000000000006 -0.068864999999999996 0.11266500000000002 0.10883000000000001
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 2 -1 10 -4 9 7 -7 -9 -6 -3 12 -12 14 -13 -5 17 -15 -18 -8 -17
right_child=-2 3 4 15 5 6 19 8 -10 -11 11 13 -14 16 -16 20 18 -19 -20 -21 -22
leaf_value=0.0046762504402581067 -0.00035346900498635706 0.0010153260186730215 -0.00057501984157702299 0.0045635914019041546 0.0033817366799713884 0.0023531430851126594 0.0021328387774581935 0.001156149724368721 -0.00078623903619254494 0.0012583144565490132 0.0049827810950434917 0.0021302708865653815 0.0023800676287965266 0.0024902052337102687 0.00033826096904961887 0.0033223819143518157 0.0013615057523573011 0.0033403034608494773 0.0023602038723063413 0.0028911951710711343 0.0027167682248292529
leaf_weight=64 93 65 54 60 80 53 52 83 109 54 53 56 65 906 69 52 95 96 114 55 53
leaf_count=64 93 65 54 60 80 53 52 83 109 54 53 56 65 906 69 52 95 96 114 55 53
internal_value=0 0.0022754 0.0016754 0.00249055 0.0013196 0.00153028 0.00115075 0.000550926 5.30133e-05 0.00252664 0.00237214 0.00243274 0.00354978 0.00233402 0.00114174 0.00358019 0.00245702 0.00257173 0.00190664 0.00252341 0.00301747
internal_weight=0 2288 604 1684 540 486 352 245 192 134 1519 1454 118 1336 125 165 1211 1002 209 107 105
internal_count=2381 2288 604 1684 540 486 352 245 192 134 1519 1454 118 1336 125 165 1211 1002 209 107 105
is_linear=0
shrinkage=0.00766357


Tree=1196
num_leaves=24
num_cat=0
split_feature=1 52 1 2 12 16 1 4 0 0 2 13 0 52 4 12 16 16 159 4 0 13 0
split_gain=319.59 64.5644 37.2112 28.1819 20.6998 13.3858 13.225 29.9001 13.7642 11.4084 11.2228 10.1635 7.13165 4.14746 4.1131 7.82086 4.19352 3.97037 4.30473 3.45698 1.978 2.04622 1.45249
threshold=0.10538500000000002 -0.40809499999999993 0.13554500000000003 0.090000000000000011 0.088105000000000003 -0.0094449999999999968 0.089710000000000026 -0.15238499999999996 0.043875000000000004 -0.071844999999999978 0.11543000000000002 -0.087894999999999987 -0.14989499999999997 0.31838000000000005 0.043850000000000007 0.087045000000000025 -0.38959499999999997 0.0045450000000000013 0.085940000000000016 0.0053900000000000016 -0.066849999999999979 -0.010094999999999998 -0.080689999999999984
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 4 9 5 10 8 -8 14 12 -3 -4 -1 17 15 -5 -16 18 19 -14 21 -17 -18
right_child=1 2 11 6 -6 -7 7 -9 -10 -11 -12 -13 13 -15 16 20 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0052481016677395059 0.004530325669311823 0.00291450635713423 0.00018112205558998501 0.0050903625058362316 0.0032717307254566757 0.0010093830982443764 0.0044718078789157305 0.002089153090079694 0.0029792276164800633 0.0036377933969582547 0.0016830697247294951 0.0014243795282255288 0.0045383942201797003 0.0038419650639188066 0.0043235890498548079 0.0043715630841426713 0.0032776253125860921 0.0039965493930553351 0.0050785235100182288 0.0039104028900244728 0.0037815712058387775 0.0039202960827623874 0.0038180449219883538
leaf_weight=69 55 79 68 53 86 65 52 67 67 90 86 79 697 57 58 164 58 80 78 53 78 87 55
leaf_count=69 55 79 68 53 86 65 52 67 67 90 86 79 697 57 58 164 58 80 78 53 78 87 55
internal_value=0 0.00211608 0.00182924 0.00420881 0.00228495 0.00191587 0.00385109 0.00313052 0.00398936 0.00444397 0.00227282 0.000849438 0.00451412 0.00446161 0.0041117 0.00424824 0.00380651 0.00450048 0.00454914 0.00449405 0.00411251 0.00421525 0.00354088
internal_weight=0 518 463 1863 316 230 739 119 620 1124 165 147 1034 965 553 382 171 908 828 750 329 251 113
internal_count=2381 518 463 1863 316 230 739 119 620 1124 165 147 1034 965 553 382 171 908 828 750 329 251 113
is_linear=0
shrinkage=0.00235659


Tree=1197
num_leaves=19
num_cat=0
split_feature=4 39 13 14 0 0 16 14 0 52 15 15 4 1455 0 124 1212 16
split_gain=297.671 68.5885 59.8256 27.1168 28.5393 21.356 20.4053 22.7297 17.1977 13.062 11.5381 10.4406 5.49168 4.75922 2.85849 2.62598 1.83645 1.38585
threshold=0.30163500000000004 0.081875000000000017 -0.16392499999999996 0.076175000000000007 -0.13314999999999996 -0.046734999999999992 -0.49181999999999998 -0.42495999999999995 -0.074204999999999979 -0.50149499999999991 0.029300000000000003 -0.09547499999999999 -0.082249999999999976 0.083295000000000022 -0.11073999999999999 -0.084284999999999985 0.089125000000000024 0.41593000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 15 14 -8 12 17 -11 -4 16 -14 -2 -3 -6 -10
right_child=6 5 3 -5 8 -7 7 -9 9 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0020233156963687269 0.0015658721210079401 0.0027136496592410028 0.003871824947414582 0.0058336744235989611 0.0048334073879911735 0.0011494007954726733 0.0017770096149005981 -0.00032925687107909844 0.0042644515415687072 0.0031784346003674705 0.0040880202630197635 0.002415329513860393 0.0043939871973601519 0.0037673395788203911 0.0023310320865383431 0.0034802064065018669 0.0043304345719368323 0.0048126662780000017
leaf_weight=79 68 58 54 65 232 52 53 81 52 179 171 72 843 84 56 55 58 69
leaf_count=79 68 58 54 65 232 52 53 81 52 179 171 72 843 84 56 55 58 69
internal_value=0 0.00402538 0.00415589 0.00424553 0.00418861 0.00247652 0.00118045 0.000503619 0.00427435 0.00386815 0.00362291 0.00303975 0.00443154 0.00433723 0.00191164 0.00308699 0.0047329 0.00457729
internal_weight=0 2123 1958 1879 1814 165 258 134 1688 471 350 126 1217 927 124 113 290 121
internal_count=2381 2123 1958 1879 1814 165 258 134 1688 471 350 126 1217 927 124 113 290 121
is_linear=0
shrinkage=0.00250084


Tree=1198
num_leaves=25
num_cat=0
split_feature=1 4 16 43 13 150 158 4 12 4 43 150 1 16 16 1 49 15 159 4 1429 159 4 43
split_gain=8.7089 5.1881 5.66706 5.96794 4.51091 4.27677 2.98128 3.72791 4.27764 2.586 2.55823 2.5112 2.48137 2.11482 6.75321 7.04096 4.14934 2.79991 2.74 2.31862 2.1423 1.94406 1.80892 1.19837
threshold=0.10322500000000003 -0.34140499999999996 -0.0096099999999999988 -0.00059999999999999995 -0.10899499999999999 0.082295000000000021 0.085410000000000014 -0.13833499999999996 0.089435000000000014 -0.49432999999999994 -0.080474999999999977 -0.045534999999999992 0.085720000000000005 -0.039889999999999988 0.0045450000000000013 0.079415000000000013 -0.0088649999999999996 -0.01163 -0.10770499999999998 -0.014099999999999998 0.083810000000000009 0.101785 -0.082249999999999976 -0.006474999999999999
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=6 -2 4 -4 -3 10 7 8 9 -1 -6 -9 21 16 15 20 -13 19 -18 -16 -15 -8 -20 -12
right_child=1 2 3 -5 5 -7 12 11 -10 -11 23 13 -14 14 17 -17 18 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0033923491945444498 0.0034158740991274872 0.00025900857831056889 0.0011022410970511825 -0.0020188439273934843 0.0030240342565258007 0.0040006798222197723 0.0036470120069347898 0.00076540600118903937 -0.0005929349093392386 0.00089887540639282839 8.9442521567681519e-06 0.00078664399887436664 0.0048947269049921536 0.0024812873320437349 0.0035863387007815549 0.0059426650868526385 0.00073642916374162034 0.00089068522203367367 0.0032128856426189975 0.0016872294944251464 0.0043459158674737921 0.0016476942792181281 0.0023693435445857973 0.0016707981809992896
leaf_weight=53 67 103 95 66 53 65 77 52 55 53 52 100 53 132 83 74 52 89 235 81 56 52 524 59
leaf_count=53 67 103 95 66 53 65 77 52 55 53 52 100 53 132 83 74 52 89 235 81 56 52 524 59
internal_value=0 0.00133357 0.0010504 -0.000176681 0.00164572 0.00226906 0.00247091 0.00236324 0.00121008 0.00214642 0.00158223 0.00248879 0.00344006 0.00255158 0.00296056 0.00385812 0.00232028 0.00203072 0.00250928 0.00264888 0.00303716 0.00284175 0.00263063 0.000893039
internal_weight=0 560 493 161 332 229 1821 1639 161 106 164 1478 182 1426 515 262 911 253 811 164 188 129 759 111
internal_count=2381 560 493 161 332 229 1821 1639 161 106 164 1478 182 1426 515 262 911 253 811 164 188 129 759 111
is_linear=0
shrinkage=0.00797318


Tree=1199
num_leaves=13
num_cat=0
split_feature=1 457 14 457 4 4 4 15 15 16 16 4
split_gain=6.69547 4.88251 4.74505 4.11601 3.27449 10.43 3.58035 3.51658 5.40296 1.83344 2.40387 1.02914
threshold=0.14882500000000001 0.092360000000000012 0.076175000000000007 -0.094424999999999995 -0.13833499999999996 -0.37983499999999992 -0.51253999999999988 -0.25061999999999995 -0.46319999999999995 0.41484500000000007 0.0086100000000000013 -0.49862999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -6 10 -9 -8
right_child=-2 -3 -4 4 7 -7 11 9 -10 -11 -12 -13
leaf_value=-0.00028074969628897689 -0.00095711238415446126 9.1140262686619335e-05 0.0037765708149437595 0.0003431745701693447 0.0021374876425920117 -0.0020047789320974366 0.00354136263721948 0.002139235603300366 -0.00076458882461640876 0.0031782294390556034 0.0012925307034660509 0.0020181942605902864
leaf_weight=53 52 92 76 54 86 52 52 1430 67 85 229 53
leaf_count=53 52 92 76 54 86 52 52 1430 67 85 229 53
internal_value=0 0.00182232 0.00189348 0.00182721 0.00188025 0.000973838 0.00194849 0.00198103 0.000866109 0.00207879 0.00202241 0.0027733
internal_weight=0 2329 2237 2161 2108 211 159 1897 153 1744 1659 105
internal_count=2381 2329 2237 2161 2108 211 159 1897 153 1744 1659 105
is_linear=0
shrinkage=0.00766357


Tree=1200
num_leaves=24
num_cat=0
split_feature=12 2 2 2 2 133 48 47 16 12 12 16 2 16 2 0 16 155 158 12 156 52 0
split_gain=138.864 57.7018 41.6591 42.6524 27.5151 13.4414 11.7775 9.94497 6.86673 6.69912 6.62693 5.68826 3.82607 3.69649 5.00082 3.04812 3.76006 7.26579 2.98085 2.48287 2.11246 1.69496 0.409892
threshold=0.054520000000000006 0.13631000000000001 0.10859000000000001 0.074875000000000011 0.092925000000000021 0.087035000000000015 0.10990500000000002 0.10323000000000002 -0.075199999999999975 0.087745000000000004 -1.0000000180025095e-35 -0.41863499999999992 0.12708000000000003 -0.0021749999999999994 0.088820000000000024 -0.10185499999999999 -0.0019699999999999995 0.097835000000000019 0.080150000000000013 0.10911500000000002 0.087205000000000019 -0.11183499999999999 -0.080474999999999977
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 7 3 5 -5 -1 8 9 12 13 -6 -11 -4 14 18 -13 19 -18 20 -17 -2 -15 -9
right_child=1 -3 6 4 10 -7 -8 22 -10 11 -12 15 -14 21 -16 16 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0027093687715900195 0.0042233380925271952 0.0015079579388973152 0.0024665175316682243 0.0047748481382704783 0.0024719639378003185 0.0012232122043325461 0.0028151973729055235 0.0034393343806650967 0.0011657971657063192 0.0032320121950943242 0.0035653881801583939 0.0045179876250247414 0.0015852454401081659 0.0043368177511267075 0.003448407791193243 0.0039820346380919748 0.003483027566640466 0.0043011964739486305 0.0047406668929943626 0.0044696948675092326 0.0037142731447788653 0.0049294546746584686 0.0031411288882639762
leaf_weight=88 314 54 56 92 56 55 61 57 94 64 69 52 54 57 52 542 217 84 55 66 54 53 53
leaf_count=88 314 54 56 92 56 55 61 57 94 64 69 52 54 57 52 542 217 84 55 66 54 53 53
internal_value=0 0.00390737 0.00261547 0.00313758 0.00379621 0.00213795 0.0019061 0.00398269 0.00163413 0.0040296 0.00307574 0.00391443 0.00203412 0.00423135 0.00414069 0.00395985 0.00392789 0.00371144 0.00422574 0.00403501 0.00414871 0.00462259 0.00329588
internal_weight=0 1774 625 360 217 143 265 1720 204 1610 125 1025 110 585 475 961 909 301 423 608 368 110 110
internal_count=2399 1774 625 360 217 143 265 1720 204 1610 125 1025 110 585 475 961 909 301 423 608 368 110 110
is_linear=0
shrinkage=0.00235659


Tree=1201
num_leaves=20
num_cat=0
split_feature=1 1 123 4 4 14 0 4 123 0 0 157 0 4 4 0 0 4 133
split_gain=497.388 52.1948 42.6688 35.9593 31.2541 20.0434 17.234 26.6651 15.8348 18.3991 10.9411 9.97073 9.15685 27.1006 10.5374 4.47845 4.1411 1.66721 0.660075
threshold=0.10752500000000002 0.13554500000000003 0.081990000000000021 -0.029369999999999997 0.24099500000000004 0.062655000000000016 -0.066849999999999979 -0.38908499999999996 0.081180000000000016 -0.12608499999999997 -0.04478999999999999 -0.0041249999999999993 -0.11208499999999998 0.0051600000000000005 0.043850000000000007 -0.085309999999999983 -0.07883999999999998 -0.040489999999999991 0.08517000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 6 12 11 9 -5 17 -8 13 -1 15 -14 -3 -9 -16
right_child=1 16 -4 8 -6 -7 7 10 -10 -11 -12 -13 14 -15 18 -17 -18 -19 -20
leaf_value=0.0034525919295386415 0.0044255720984151042 0.0006681573938662036 0.0033499251924726569 0.0020373719794606563 0.0036608186334019591 0.0064711547202590015 0.0062101273986227704 0.0047455307362861262 0.0014887257430606993 0.0035158765502870497 0.0031637128598239997 0.0049059401843069917 0.0055797150557272508 0.0058157973772993855 0.0044813981376161747 0.0052810180701497499 0.0014943554677957144 0.0041528940380828067 0.0048381464177198958
leaf_weight=55 66 59 76 88 75 68 54 54 67 100 56 83 459 53 58 730 79 54 65
leaf_count=55 66 59 76 88 75 68 54 54 67 100 56 83 459 53 58 730 79 54 65
internal_value=0 0.00235362 0.0050817 0.00287472 0.0051523 0.00521481 0.00516516 0.00465224 0.00247322 0.00282394 0.00401057 0.00542018 0.00527387 0.00461255 0.00532828 0.00539635 0.00114131 0.00444945 0.00467013
internal_weight=0 459 1940 321 1864 1789 1721 301 255 188 164 137 1420 108 1312 1189 138 108 123
internal_count=2399 459 1940 321 1864 1789 1721 301 255 188 164 137 1420 108 1312 1189 138 108 123
is_linear=0
shrinkage=0.00235659


Tree=1202
num_leaves=20
num_cat=0
split_feature=2 39 2 0 2 2 2 2 0 14 0 47 52 52 0 151 0 156 0
split_gain=329.032 170.649 77.0589 60.4473 57.3021 26.4766 18.9385 12.4434 10.2534 9.04121 7.96765 8.32249 7.75181 9.62866 6.59309 6.02957 4.5284 3.57143 2.95224
threshold=0.13290500000000002 0.081875000000000017 0.10188000000000001 -0.12118 -1.0000000180025095e-35 0.16394500000000004 -1.0000000180025095e-35 0.10161500000000002 0.10798500000000001 0.062655000000000016 -0.10075499999999998 0.09550500000000002 -0.43163499999999994 0.048285000000000008 -0.063109999999999986 -1.0000000180025095e-35 -0.14216999999999999 -1.0000000180025095e-35 -0.078964999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 -1 14 -3 -8 12 10 16 17 -5 -14 -2 -4 -6 -12 -13
right_child=5 6 3 8 9 -7 7 -9 -10 -11 11 18 13 -15 -16 -17 -18 -19 -20
leaf_value=0.011344464226321724 0.0098825109503507483 0.010104649363384701 0.010290225253394509 0.013222168044311488 0.013210345560027271 0.0085977144337504325 0.012250161999402057 0.010737201229806358 0.013519489437390265 0.014140613675966897 0.013931229292040936 0.013108622507505814 0.011670659164675922 0.012710844862184795 0.010846340527864999 0.011310032804313879 0.012458167278532641 0.013380717860044553 0.012402708667717366
leaf_weight=72 65 85 54 54 77 55 52 52 59 64 61 67 74 101 72 58 79 1146 52
leaf_count=72 65 85 54 54 77 55 52 52 59 64 61 67 74 101 72 58 79 1146 52
internal_value=0 0.0128481 0.0130335 0.0121771 0.0132452 0.00987615 0.0108692 0.0114939 0.0127054 0.0133337 0.0132988 0.013354 0.0124955 0.0122711 0.0103892 0.0108185 0.0128296 0.0134086 0.0128004
internal_weight=0 2207 2018 400 1618 192 189 104 288 1546 1482 1326 229 175 137 112 156 1207 119
internal_count=2399 2207 2018 400 1618 192 189 104 288 1546 1482 1326 229 175 137 112 156 1207 119
is_linear=0
shrinkage=0.00217713


Tree=1203
num_leaves=18
num_cat=0
split_feature=4 2 39 13 4 15 40 376 0 13 4 130 403 0 483 4 1455
split_gain=227.467 65.389 49.5651 19.3064 14.058 13.5064 10.0601 7.92084 7.82518 7.53878 18.1658 21.2445 4.74292 4.55967 3.74069 4.26447 2.97783
threshold=0.27287000000000006 0.14234000000000005 0.081875000000000017 -0.16392499999999996 0.005935000000000001 -0.11984499999999999 -0.045684999999999996 0.083785000000000012 -0.10803999999999998 -0.0021749999999999994 -0.048624999999999995 0.012250000000000002 0.0032850000000000002 -0.093659999999999979 0.023975000000000003 0.056640000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -6 -2 -4 -8 13 12 -12 -11 -5 15 -7 -15
right_child=6 -3 7 4 5 14 8 -9 -10 10 11 -13 -14 16 -16 -17 -18
leaf_value=0.0028934740054416428 0.0011080838065102784 0.0018349268327941175 0.0031570061091213994 0.0047199295057691586 0.0046427184364294946 0.0029946654657434244 0.0024924373082384236 0.0021373227938862455 0.0016148893436828276 0.0043139343645284935 0.0025740678467412754 0.0043080814084642946 0.003609286870081121 0.0046723569860879924 0.0039814037842993187 0.0036044238944503977 0.0041891053430150029
leaf_weight=65 75 69 85 92 55 89 89 59 97 282 80 54 52 63 55 129 909
leaf_count=65 75 69 85 92 55 89 89 59 97 282 80 54 52 63 55 129 909
internal_value=0 0.00387958 0.00394776 0.00403814 0.00407813 0.0036765 0.00176867 0.00273938 0.00203491 0.0041641 0.0039377 0.00327302 0.0042043 0.00426366 0.00348175 0.00335559 0.00422045
internal_weight=0 2138 2069 1925 1860 328 261 144 186 1532 468 134 334 1064 273 218 972
internal_count=2399 2138 2069 1925 1860 328 261 144 186 1532 468 134 334 1064 273 218 972
is_linear=0
shrinkage=0.00213444


Tree=1204
num_leaves=18
num_cat=0
split_feature=4 13 13 13 48 48 12 4 12 12 4 4 0 0 4 133 0
split_gain=6.78557 5.72744 5.71227 4.95206 3.59138 8.19968 4.12928 5.0205 5.31892 5.30891 3.48347 3.52943 7.8125 5.75482 4.76958 1.56113 1.30248
threshold=0.03851000000000001 0.10809000000000001 -0.16392499999999996 -0.097519999999999982 0.10833500000000001 0.093265000000000015 -0.081914999999999988 -0.17689999999999997 0.082165000000000016 0.093415000000000012 0.056640000000000003 0.36766000000000004 -0.037224999999999994 -0.13513499999999998 0.50230500000000011 0.095235000000000014 -0.097199999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 -4 5 6 -5 9 -9 -8 -2 13 14 -12 -13 16 -15
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 11 12 -14 15 -16 -17 -18
leaf_value=0.00075350967773964086 0.00050732012953232509 -0.00020622001900838795 0.0044303979730986398 0.0011337062913684855 0.0041458465003765318 0.00065430658970693607 0.0051173422297921562 0.0012904222091536949 0.0028003306169216736 0.0024067174244362722 0.0047537464320721104 -0.00031803994408383785 0.0038781802044168803 0.0020091283166866823 0.0019397828475117415 0.0013380912332943838 0.0032607180786593556
leaf_weight=67 58 55 74 70 70 91 80 114 1187 54 52 76 52 75 92 58 74
leaf_count=67 58 55 74 70 70 91 80 114 1187 54 52 76 52 75 92 58 74
internal_value=0 0.00184308 0.00266656 0.00274018 0.00266506 0.00260007 0.00271767 0.00279489 0.00266808 0.00402553 0.0020531 0.00224013 0.00161797 0.00276832 0.000917963 0.00226922 0.0026312
internal_weight=0 592 1807 1740 1666 1596 1505 1435 1301 134 537 479 220 259 168 207 149
internal_count=2399 592 1807 1740 1666 1596 1505 1435 1301 134 537 479 220 259 168 207 149
is_linear=0
shrinkage=0.0066716


Tree=1205
num_leaves=16
num_cat=0
split_feature=31 4 150 39 49 49 0 13 42 48 48 13 0 49 16
split_gain=15.2431 8.34388 4.48259 4.31561 4.95329 4.22975 3.93842 4.61789 3.88449 3.73788 2.46959 2.45658 2.22108 1.23093 1.03575
threshold=-0.019269999999999999 0.24099500000000004 0.082965000000000025 0.089790000000000023 -0.031119999999999998 -0.053439999999999994 -0.082784999999999984 -0.010739999999999998 0.089840000000000017 0.094535000000000022 0.087470000000000006 -0.014114999999999997 0.12445000000000002 0.0016050000000000003 -0.50327499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -4 11 10 12 -3 -6 -11 -13
right_child=1 8 5 -5 9 -7 -8 -9 -10 13 -12 14 -14 -15 -16
leaf_value=-0.0013827504240011236 0.0043651626529159814 0.0023124327159245628 0.0014013505678644356 0.00043874651111759015 0.0022021400924166772 -0.00026163493295087303 0.00026360641316490647 0.0039556296312006642 -9.0637659612909181e-05 0.0027598123691251193 0.00083469303829840943 0.001456523757517324 0.0036084398043194905 0.0040754994074278109 0.00016984585707315793
leaf_weight=60 53 94 78 54 1410 57 52 53 99 67 57 59 52 61 53
leaf_count=60 53 94 78 54 1410 57 52 53 99 67 57 59 52 61 53
internal_value=0 0.00202287 0.0021801 0.00229716 0.00235615 0.00132425 0.0018186 0.00243531 0.000994766 0.00229146 0.00219906 0.00151674 0.00225221 0.00338738 0.000848285
internal_weight=0 2299 1994 1754 1700 240 183 131 305 1647 1519 206 1462 128 112
internal_count=2359 2299 1994 1754 1700 240 183 131 305 1647 1519 206 1462 128 112
is_linear=0
shrinkage=0.0066716


Tree=1206
num_leaves=17
num_cat=0
split_feature=4 39 3 133 1 4 3 2 16 16 4 155 51 0 156 4
split_gain=184.662 68.4907 48.2306 20.5398 12.2675 10.7306 11.2654 10.6004 10.2062 9.50109 9.23636 9.01518 5.07411 4.12225 3.8968 1.69113
threshold=0.30163500000000004 0.081875000000000017 0.20828500000000003 0.084675000000000014 0.12007000000000002 0.024315000000000003 0.09722500000000002 0.10527500000000002 -0.052894999999999991 -0.49181999999999998 0.42953500000000006 0.091145000000000018 -0.13690499999999997 -0.11208499999999998 -0.080434999999999993 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 10 6 7 12 13 -6 -2 -9 -1 -7 -14 -15
right_child=4 3 -4 -5 9 8 -8 11 -10 -11 -12 -13 14 15 -16 -17
leaf_value=0.0053774783975303079 0.0017854379275365538 0.0034224988594690402 0.0019570754796059105 0.0015187552617208335 0.0022694115037165926 0.0048311488309724917 0.0056011482658164689 0.0033918176053314981 0.0033460099809528446 0.00084925195170599979 0.0033046773332889778 0.0047366688243551305 0.0052544012247750273 0.0043969173825546643 0.0045473269913042678 0.0037348066111776265
leaf_weight=59 56 99 54 67 53 85 74 98 100 89 57 55 58 53 1244 58
leaf_count=59 56 99 54 67 53 85 74 98 100 89 57 55 58 53 1244 58
internal_value=0 0.00429078 0.00443094 0.00265429 0.00189921 0.00450184 0.00458844 0.00453892 0.00403713 0.00137951 0.00255203 0.00387545 0.00461349 0.00438959 0.00457885 0.00405121
internal_weight=0 2104 1938 166 255 1884 1588 1514 296 142 113 153 1361 196 1302 111
internal_count=2359 2104 1938 166 255 1884 1588 1514 296 142 113 153 1361 196 1302 111
is_linear=0
shrinkage=0.00265391


Tree=1207
num_leaves=14
num_cat=0
split_feature=30 2 15 160 15 43 49 150 1 151 160 43 11
split_gain=7.8664 6.79221 5.91161 6.08428 5.03112 8.6416 3.71733 2.73165 4.78192 5.95168 3.72912 4.24807 3.5644
threshold=0.085185000000000025 0.16730000000000003 -0.40312499999999996 -1.0000000180025095e-35 -0.14765999999999999 -0.50504499999999986 0.089065000000000019 0.083435000000000023 0.085720000000000005 -0.081779999999999978 0.055845000000000006 -0.0094899999999999984 0.078065000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 10 -9 -10 12 -12 -7
right_child=-2 -3 4 -5 5 7 -8 8 9 -11 11 -13 -14
leaf_value=0.0022502945871534746 -0.00072211944662916206 -0.000553411152003819 0.0057114848512238078 -0.0013654784534588189 -0.00090957914316107294 0.0022949314500702494 0.0026290663301283684 0.0030660645791635217 -0.0012400951934853968 0.0020273694902071542 0.0027862937836589997 0.0052987444117601375 0.0040662593289046431
leaf_weight=70 63 58 54 59 55 1385 54 99 63 98 151 67 83
leaf_count=70 63 58 54 59 55 1385 54 99 63 98 151 67 83
internal_value=0 0.002248 0.00232064 0.000595882 0.00242609 0.00233186 0.0041711 0.00242352 0.00163114 0.000748246 0.00254567 0.00355888 0.00239514
internal_weight=0 2296 2238 129 2109 2001 108 1946 260 161 1686 218 1468
internal_count=2359 2296 2238 129 2109 2001 108 1946 260 161 1686 218 1468
is_linear=0
shrinkage=0.00829529


Tree=1208
num_leaves=19
num_cat=0
split_feature=2 12 2 42 2 0 12 14 147 15 0 15 50 2 15 0 133 2
split_gain=142.293 68.7304 27.2974 26.3973 24.472 16.1068 15.8966 12.8521 12.8112 5.61374 5.24161 16.7217 6.65871 4.63403 4.10225 9.08958 3.40867 1.24705
threshold=0.12708000000000003 -0.011819999999999999 0.16730000000000003 -1.0000000180025095e-35 0.10803500000000001 -0.075914999999999996 0.087495000000000003 0.062655000000000016 0.087210000000000024 -0.074054999999999996 -0.075914999999999996 -0.032264999999999995 0.089465000000000017 -1.0000000180025095e-35 -0.14899999999999999 -0.13314999999999996 0.089725000000000013 0.11404000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 7 -2 -6 8 10 -7 14 -12 -13 -5 -3 -16 17 -8
right_child=2 4 -4 13 6 9 16 -9 -10 -11 11 12 -14 -15 15 -17 -18 -19
leaf_value=0.0037254991050792736 0.0011068440416624977 0.004642275938446655 0.00021410353784288681 0.0014921395181083819 0.0022101087452345534 0.0021323640713683941 0.0035097107258603155 0.004918358142580727 0.002818020338670586 0.0032463772242351066 0.0028118751376144174 0.0037525849569988072 0.0046490799040885969 0.002313368052908622 0.0030806854987858925 0.00400824994395512 0.0030219625957187517 0.0040406568672921046
leaf_weight=62 57 53 58 85 80 52 52 70 65 53 99 194 64 75 65 1070 52 53
leaf_count=62 57 53 58 85 80 52 52 70 65 53 99 194 64 75 65 1070 52 53
internal_value=0 0.00366002 0.00162966 0.00239354 0.00380667 0.00213631 0.00308307 0.00390873 0.00386482 0.00269492 0.00390884 0.00365258 0.00397507 0.00187725 0.00398583 0.00395515 0.00352773 0.00377796
internal_weight=0 2139 220 222 1917 162 237 1680 1610 105 1545 357 258 160 1188 1135 157 105
internal_count=2359 2139 220 222 1917 162 237 1680 1610 105 1545 357 258 160 1188 1135 157 105
is_linear=0
shrinkage=0.00240373


Tree=1209
num_leaves=16
num_cat=0
split_feature=97 3 15 16 52 16 52 16 16 13 52 13 16 3 158
split_gain=8.40836 5.46413 4.22335 3.22061 4.80926 4.23059 4.65432 3.09546 9.54747 5.19356 5.48329 2.89332 2.2349 8.21003 1.93168
threshold=-0.0047149999999999996 0.31343500000000007 -0.42075999999999997 -0.0011349999999999999 -0.10886 0.032580000000000005 -0.037619999999999994 0.21684500000000004 0.31481000000000009 -0.00067499999999999993 -0.025904999999999994 0.0015850000000000003 -0.52180499999999985 0.097710000000000005 0.10394000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 9 -9 10 -7 -10 -6 14 -14
right_child=1 -3 3 5 12 7 -8 8 11 -11 -12 -13 13 -15 -16
leaf_value=-0.0011845811138699734 0.00037706519193854074 8.6801182496896489e-06 0.0043146601576960078 0.0015970258873414689 0.00096049101133412217 0.00010959389665769105 -0.0013756198918683288 -0.0006063492746561695 0.0028297482711350653 0.0045193398459266922 0.0033420066282591606 0.0011898377044080224 0.0020708204534999235 0.0048932596443263567 0.00064564323956953955
leaf_weight=52 97 88 53 62 95 57 53 94 143 53 57 99 1246 56 54
leaf_count=52 97 88 53 62 95 57 53 94 143 53 57 99 1246 56 54
internal_value=0 0.00180971 0.0018811 0.00194982 0.00213389 0.00150172 0.00022634 0.00179315 0.00138527 0.00261331 0.00172649 0.0021592 0.00205418 0.00213074 0.00201168
internal_weight=0 2307 2219 2122 1504 618 115 503 336 167 114 242 1451 1356 1300
internal_count=2359 2307 2219 2122 1504 618 115 503 336 167 114 242 1451 1356 1300
is_linear=0
shrinkage=0.00736598


Tree=1210
num_leaves=18
num_cat=0
split_feature=2 49 0 40 0 3 1 14 1210 0 2 160 0 0 156 13 43
split_gain=9.2312 6.97004 3.7285 5.5229 2.85203 4.85504 2.62582 2.45278 2.44584 2.22486 3.80476 5.30123 2.79392 2.14318 1.63657 2.58986 1.61599
threshold=0.10161500000000002 -0.057024999999999992 0.076335000000000014 -0.080884999999999985 -0.15061499999999997 0.099220000000000017 0.10947000000000001 0.076175000000000007 -0.08107499999999998 -0.076539999999999983 0.095415000000000014 -0.00040999999999999994 -0.14097999999999997 -0.10803999999999998 0.086860000000000007 0.031740000000000011 -0.075574999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 14 8 -5 12 11 -11 -10 -14 15 16 -6
right_child=1 4 -4 7 5 -7 -8 -9 9 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0042703016153653843 -0.00098715957410665245 -5.6378362191499538e-05 -5.1337798150069081e-05 0.0031255631577286128 0.0021557267537323514 0.0032125500016719878 -6.8073566976223861e-05 0.0035145945314181571 0.00055985330792384205 -0.0013828734071764106 0.0029391721286994538 0.0014209978092885526 0.0035659634127681835 0.0019942413166640928 0.00030709178882041616 0.0030867543084922748 0.00063983945033206776
leaf_weight=66 101 87 53 94 73 82 88 60 80 55 60 164 56 1045 60 65 105
leaf_count=66 101 87 53 94 73 82 88 60 80 55 60 164 56 1045 60 65 105
internal_value=0 0.000902466 0.00198847 0.00205287 0.00124342 0.00148267 0.00111967 0.00196214 0.00190215 0.00182332 0.00119475 0.000716448 0.00197175 0.00207426 0.0014649 0.00175044 0.00126199
internal_weight=0 661 1733 1680 560 473 391 1614 1554 1460 279 219 1181 1101 303 243 178
internal_count=2394 661 1733 1680 560 473 391 1614 1554 1460 279 219 1181 1101 303 243 178
is_linear=0
shrinkage=0.00781684


Tree=1211
num_leaves=28
num_cat=0
split_feature=4 2 150 2 2 15 4 0 4 4 0 2 0 4 133 15 133 4 2 42 43 160 1212 2 43 4 4
split_gain=189.188 89.6607 67.399 27.7928 25.5286 12.6941 16.7473 11.7266 11.06 9.8552 10.9861 7.77697 7.73195 7.60492 7.12501 8.96642 6.60444 4.49819 4.08794 3.41403 3.30574 2.24549 2.15469 3.17384 2.07051 0.804787 0.774269
threshold=0.30163500000000004 0.10161500000000002 0.081245000000000026 -0.0091949999999999983 0.14271500000000001 -0.42759999999999992 0.42098500000000005 -0.089964999999999976 0.55608500000000005 -0.082249999999999976 -0.087344999999999992 0.090225000000000014 -0.14822499999999997 0.0071200000000000005 0.024130000000000002 0.08919500000000001 -1.0000000180025095e-35 -0.0070549999999999996 0.10774000000000002 0.086375000000000021 -0.15924499999999997 0.055845000000000006 0.087685000000000013 0.090050000000000005 -0.049364999999999992 -0.070894999999999986 -0.03463999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 7 8 -7 -3 -2 10 -5 12 -11 21 15 16 -13 18 -9 -16 -12 -14 23 -22 -15 -20 -21
right_child=5 2 -4 9 -6 6 -8 17 -10 11 20 14 13 24 19 -17 -18 -19 25 26 22 -23 -24 -25 -26 -27 -28
leaf_value=0.002707159838016616 0.003034477873996909 0.0030161045571058588 0.0012154010865391984 0.0053765235587602796 0.0019495382489288786 0.0020009727348477696 0.00026000142993302185 0.0047441742122866235 0.0016138316286616527 0.0051869597960260893 0.0038699013016161837 0.0036992305567908577 0.0042923944521332412 0.0033771314442104074 0.0046404896695792864 0.0042894498944036916 0.0025145993234547363 0.0035180021673461921 0.0037545322457076787 0.0041473151668197277 0.0047592252601982785 0.0047245358195623427 0.0040854214811000275 0.0040951364290517604 0.0040214771193289468 0.0041445025219933127 0.0037627602112850983
leaf_weight=64 62 96 88 82 52 73 53 53 60 52 53 53 578 60 64 55 52 80 59 64 183 77 54 52 53 64 58
leaf_count=64 62 96 88 82 52 73 53 53 60 52 53 53 578 60 64 55 52 80 59 64 183 77 54 52 53 64 58
internal_value=0 0.00396809 0.00308471 0.00423085 0.00349182 0.00179393 0.00126886 0.00371958 0.00233601 0.00429216 0.00460042 0.00418004 0.00430534 0.00424562 0.00388302 0.00351743 0.0031128 0.00398329 0.00419464 0.00419737 0.00441426 0.00434323 0.00451401 0.00461239 0.00367957 0.00395765 0.0039647
internal_weight=0 2146 492 1654 404 248 126 352 122 1590 424 1166 820 768 346 160 105 256 176 186 342 655 289 235 113 123 122
internal_count=2394 2146 492 1654 404 248 126 352 122 1590 424 1166 820 768 346 160 105 256 176 186 342 655 289 235 113 123 122
is_linear=0
shrinkage=0.00235659


Tree=1212
num_leaves=23
num_cat=0
split_feature=1 52 2 2 12 14 39 12 15 147 12 49 15 2 16 2 16 12 52 15 15 12
split_gain=313.999 53.2384 37.6673 31.0776 35.1612 27.4869 16.6889 14.0864 13.1384 10.8188 8.16761 7.82668 7.92073 6.18494 5.67501 5.92406 5.58399 5.57214 3.38781 3.38733 2.13392 1.6196
threshold=0.10538500000000002 -0.40011499999999994 0.10161500000000002 0.10981000000000002 0.088745000000000004 0.054835000000000009 0.085095000000000018 0.086085000000000009 -0.04174499999999999 0.084575000000000025 0.086700000000000013 0.094245000000000009 -0.42075999999999997 -0.007134999999999999 -1.0000000180025095e-35 0.088820000000000024 -0.0068949999999999992 0.11628000000000001 -0.0065299999999999993 -1.0000000180025095e-35 -0.029334999999999996 0.095980000000000024
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 -2 5 4 13 6 9 -4 11 10 14 12 -5 -3 15 -1 20 21 -18 -16 -12 -9
right_child=1 3 7 8 -6 -7 -8 17 -10 -11 16 -13 -14 -15 19 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0052961273475080461 0.0049939056686218106 0.0018881647695258841 0.003389211886836589 0.0025556845668203401 0.0046305165227030799 0.0066155406195190052 0.0037058240113124331 0.0049281844066173443 0.00088180650435043246 0.0039699320135230705 0.0047869353040099821 0.0030181320048542058 0.001438422642274299 0.0030225256934547596 0.0053680164861078005 0.0044298381897491974 0.0047771217476631853 0.0037834897672233601 0.0040550504486627521 0.0062051169365249488 0.005116637234393955 0.0044628082115187335
leaf_weight=366 55 64 102 67 67 65 59 87 59 55 160 52 89 53 58 55 124 54 58 60 487 98
leaf_count=366 55 64 102 67 67 65 59 87 59 55 160 52 89 53 58 55 124 54 58 60 487 98
internal_value=0 0.0027161 0.00489112 0.00243827 0.00321377 0.00505379 0.00498527 0.00415306 0.00190374 0.0050383 0.00508123 0.00219349 0.00191844 0.00240224 0.0053168 0.00518302 0.00492804 0.00447895 0.00454716 0.00579388 0.00503514 0.0046818
internal_weight=0 506 1888 451 184 1547 1482 341 267 1423 1368 208 156 117 539 421 829 239 182 118 647 185
internal_count=2394 506 1888 451 184 1547 1482 341 267 1423 1368 208 156 117 539 421 829 239 182 118 647 185
is_linear=0
shrinkage=0.0024518


Tree=1213
num_leaves=25
num_cat=0
split_feature=2 1 1 14 48 11 2 12 52 124 12 2 1 1212 1210 1212 475 2 2 2 159 2 42 12
split_gain=8.41178 9.93449 10.5258 3.64032 3.50887 3.36117 4.20918 7.24811 3.05195 3.49544 2.3454 2.16253 4.24637 1.64489 1.64952 1.42105 1.54664 1.14669 1.05745 2.31551 2.01062 0.989462 0.882729 0.711596
threshold=0.090115000000000015 0.088595000000000021 0.098700000000000024 -1.0000000180025095e-35 0.093265000000000015 0.077695000000000014 -0.0091949999999999983 0.08073000000000001 -0.41304999999999997 -1.0000000180025095e-35 0.084160000000000013 0.13880500000000004 0.11266500000000002 0.090080000000000007 -0.082214999999999983 0.088495000000000018 -0.06562999999999998 0.088435000000000014 0.11657500000000001 0.10188000000000001 -0.010449999999999999 0.084995000000000015 -0.0096099999999999988 -0.013764999999999998
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=4 10 -3 -4 5 6 -1 21 -5 -10 23 12 -11 14 -9 16 -12 -16 19 20 -18 -8 -15 -2
right_child=1 2 3 8 -6 -7 7 13 9 11 15 -13 -14 22 17 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00052381267685967803 0.0020240159214566875 -0.0023374588816513523 0.0020299089459756875 0.0017829034411101033 0.00041151104618801097 0.0036160285686972797 0.0041576416670580417 0.0030731178638683035 0.0015136656003755171 -0.0010065499013770351 0.002451294298646579 -0.001415148659798968 0.0014024223964465624 0.0016425178946397609 0.0017717128483352635 0.0025219260180593165 0.0024886535629697402 0.0025972837080631417 0.0020006089891793245 0.00018303277011617267 0.0010688865835775517 0.0029250659747094543 0.0004089360026758682 0.0031454793292074851
leaf_weight=92 53 59 81 61 68 57 67 56 61 72 53 61 64 56 711 54 61 88 67 99 192 56 52 53
leaf_count=92 53 59 81 61 68 57 67 56 61 72 53 61 64 56 711 54 61 88 67 99 192 56 52 53
internal_value=0 0.00110763 0.000345452 0.000741363 0.0019178 0.00200068 0.00192246 0.00204088 0.00041395 9.00013e-05 0.00166106 -0.00035046 0.00012655 0.00184204 0.00194209 0.00147464 0.00135467 0.00186273 0.00121578 0.00106619 0.00141149 0.00359706 0.00104924 0.00258543
internal_weight=0 1091 459 400 1303 1235 1178 1086 319 258 632 197 136 963 855 526 472 799 419 352 253 123 108 106
internal_count=2394 1091 459 400 1303 1235 1178 1086 319 258 632 197 136 963 855 526 472 799 419 352 253 123 108 106
is_linear=0
shrinkage=0.00680503


Tree=1214
num_leaves=29
num_cat=0
split_feature=1 12 132 47 52 4 4 123 52 1 4 16 42 4 51 1 43 42 475 1210 16 1212 160 42 16 4 401 42
split_gain=4.55648 4.74378 4.45757 4.1228 3.59586 3.13433 4.73815 4.66786 4.49621 3.96242 3.88525 4.24325 3.35067 7.7555 2.92125 2.3851 2.30415 2.6851 1.91994 1.74285 1.71401 1.66963 1.5897 1.39732 1.31957 1.26228 0.836632 0.923365
threshold=0.089405000000000012 0.087745000000000004 -0.0080849999999999984 0.079855000000000023 0.11110500000000002 -0.00027999999999999998 0.50113000000000019 0.081180000000000016 -0.060549999999999993 0.11212500000000002 -0.063379999999999978 -0.032969999999999992 0.096190000000000012 -0.15805499999999997 0.11178000000000002 0.083555000000000018 -0.00067499999999999993 0.085445000000000007 -0.085684999999999997 -1.0000000180025095e-35 -0.41574999999999995 0.096460000000000018 -0.081639999999999976 0.087260000000000018 -0.0063399999999999993 -0.49862999999999996 0.085900000000000018 -0.068494999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 15 10 7 8 -7 -10 12 -12 13 25 19 16 17 18 -1 -3 -8 22 -21 -19 -13 -4 27 -24
right_child=2 14 5 -5 -6 6 20 -9 9 -11 11 24 -14 -15 -16 -17 -18 23 -20 21 -22 -23 26 -25 -26 -27 -28 -29
leaf_value=0.0029666247796954052 -0.0010933615804377939 0.00037576191700186378 0.00081306312655376187 0.0038482342564830434 0.00028298517002559476 0.0023847522934326722 0.0026593858610030395 -0.0018553900491398716 0.0010466623036857305 -0.0011788168816098774 0.0039154312984593957 0.00072980179420234839 0.00254589274996635 -0.0015047591135903668 -0.00026111269701494818 0.00088210131941698108 0.0032694429658749694 0.0038638941744432 0.0014180661866182453 0.0023015011071495293 0.00097163532116791918 0.0027344574763339688 0.00050607496840213964 0.002229962277784046 0.0022279937784527156 0.0023745393141977066 0.0020971843139367787 0.0013076663628680816
leaf_weight=52 53 84 54 64 68 56 65 53 91 83 62 57 53 69 65 80 98 53 268 87 66 55 105 62 73 59 52 307
leaf_count=52 53 84 54 64 68 56 65 53 91 83 62 57 53 69 65 80 98 53 268 87 66 55 105 62 73 59 52 307
internal_value=0 0.00164244 0.000977801 0.0020596 0.00189139 0.00110842 0.000651405 0.000114969 0.00056935 -1.44649e-05 0.00155134 0.00232894 0.000915684 0.000440521 0.0012307 0.00206969 0.00224779 0.00201744 0.00166995 0.00137134 0.00180967 0.00150922 0.00138677 0.00298368 0.0015717 0.00162904 0.00121509 0.00110357
internal_weight=0 1500 894 745 681 841 414 283 230 174 427 192 235 182 755 613 533 435 320 690 131 606 551 115 130 113 464 412
internal_count=2394 1500 894 745 681 841 414 283 230 174 427 192 235 182 755 613 533 435 320 690 131 606 551 115 130 113 464 412
is_linear=0
shrinkage=0.00736598


Tree=1215
num_leaves=20
num_cat=0
split_feature=4 2 39 2 0 2 4 0 0 4 0 0 2 157 4 13 474 2 49
split_gain=198.673 74.8938 38.964 15.3821 22.7153 11.1966 9.38613 9.05359 8.62022 9.2028 10.8762 7.26051 5.92182 5.07804 3.23476 3.2073 4.04064 3.37751 2.90301
threshold=0.30163500000000004 0.13880500000000004 0.081875000000000017 0.10836000000000003 -0.077724999999999975 0.14721500000000001 -0.085574999999999984 -0.065064999999999998 -0.086284999999999987 -0.26545999999999997 -0.080514999999999989 -0.068669999999999995 0.10045500000000002 -1.0000000180025095e-35 0.45363500000000007 -0.078734999999999986 0.084795000000000023 0.091155000000000014 0.08926000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 12 8 15 -1 13 -11 -4 -2 -10 -14 17 -17 -8 -6
right_child=5 -3 11 4 18 -7 7 -9 9 10 -12 -13 14 -15 -16 16 -18 -19 -20
leaf_value=0.0047272024187427252 0.0011265509644201304 0.001393645050119874 0.0028802424594826016 0.0019250986404194613 0.0038283275163689765 0.00045004821357716164 0.0037404085513163209 0.0027983719111375855 0.0048751604101662915 0.0039929147645513287 0.0026635080308901856 0.0018584451800971312 0.0014890655363126546 0.0039280279818540405 0.0022242857446993624 0.0036483571970753986 0.0029865909713937709 0.0041605866824780905 0.0032007526971201562
leaf_weight=83 76 83 91 60 91 52 496 59 52 81 52 59 52 67 76 582 52 124 66
leaf_count=83 76 83 91 60 91 52 496 59 52 81 52 59 52 67 76 582 52 124 66
internal_value=0 0.00350276 0.00358963 0.00367898 0.00311144 0.00138895 0.0037537 0.00366718 0.00409274 0.00388368 0.00347333 0.0024785 0.00162815 0.0043421 0.00192579 0.00370803 0.00359412 0.00382448 0.00356466
internal_weight=0 2098 2015 1865 217 256 1648 1313 335 252 133 150 204 119 128 1254 634 620 157
internal_count=2354 2098 2015 1865 217 256 1648 1313 335 252 133 150 204 119 128 1254 634 620 157
is_linear=0
shrinkage=0.00226508


Tree=1216
num_leaves=11
num_cat=0
split_feature=12 14 41 4 0 51 48 1374 51 16
split_gain=8.91735 6.90886 6.14571 4.49851 7.60362 3.92736 3.03506 3.63114 4.03857 1.62298
threshold=-0.18401999999999999 -0.10708499999999999 0.079395000000000007 -0.47860499999999995 0.024745000000000003 -0.04652499999999999 0.10168500000000001 0.085820000000000021 -0.030684999999999994 -0.061394999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 7 8 -5 -8
right_child=1 2 -4 4 -6 -7 9 -9 -10 -11
leaf_value=-0.0017220847629854266 0.0030477249984228768 0.0012334181887345777 -0.00073669870295764862 0.00045867803602720229 -0.0011286410020740891 0.0036508868079291883 -0.00080935527006887362 0.0030722489646169472 0.0013647408526577744 0.00076471850140256655
leaf_weight=54 96 68 87 299 74 67 52 54 1414 89
leaf_count=54 96 68 87 299 74 67 52 54 1414 89
internal_value=0 0.00118802 0.00110698 0.00118278 0.00109754 0.00243376 0.00118392 0.00126369 0.00120663 0.000183673
internal_weight=0 2300 2204 2117 1982 135 1908 1767 1713 141
internal_count=2354 2300 2204 2117 1982 135 1908 1767 1713 141
is_linear=0
shrinkage=0.00707995


Tree=1217
num_leaves=25
num_cat=0
split_feature=4 3 3 3 42 4 3 0 3 0 3 52 3 52 3 0 16 42 4 16 403 0 1213 3
split_gain=221.453 77.2191 26.7139 24.3527 35.3198 25.3876 17.5805 15.5119 14.1515 15.9077 11.9467 10.8352 12.1441 9.71934 8.16243 7.50309 4.29291 2.88154 2.87956 2.04405 2.16574 1.83641 1.49247 0.275125
threshold=0.30163500000000004 -0.058704999999999993 0.20828500000000003 -0.0047649999999999993 -0.0043149999999999994 -0.032764999999999996 0.088465000000000002 -0.074204999999999979 0.13772500000000001 -0.099059999999999995 -0.12595999999999999 -0.53283999999999987 -0.12595999999999999 -0.037619999999999994 -0.073159999999999989 -0.10946999999999998 0.23993500000000004 0.10799000000000002 -0.085574999999999984 0.0055300000000000011 -0.45015499999999992 -0.082039999999999988 -1.0000000180025095e-35 -0.080504999999999979
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 7 3 4 -3 -5 -7 10 9 -2 -1 -9 -13 -6 -11 -12 17 23 22 20 -20 -21 -17 -14
right_child=8 2 -4 5 13 6 -8 11 -10 14 15 12 16 -15 -16 18 -18 -19 19 21 -22 -23 -24 -25
leaf_value=0.0061748655889341079 0.0035860433161848402 0.0049500131171241798 0.0021594046147584288 0.0056880355034901889 0.0020149039791427532 0.0047525149398631502 0.0027643075570186523 0.0053872582977889574 0.0011001557523609459 0.0028156400131968875 0.0041802569751127833 0.0032819429548952518 0.0049637644292217387 0.0034256527706156563 0.0014834758839970582 0.0052547351094728127 0.0041079778487147995 0.0044226241018974783 0.0046685691137411892 0.0044695589983137869 0.0052041733998923886 0.0050827573558441738 0.005804288502583692 0.0052457064488952024
leaf_weight=78 66 68 56 95 74 70 53 92 60 52 55 57 54 60 78 71 80 70 56 59 750 79 67 54
leaf_count=78 66 68 56 95 74 70 53 92 60 52 55 57 54 60 78 71 80 70 56 59 750 79 67 54
internal_value=0 0.00477018 0.0038485 0.00407364 0.00342227 0.00467708 0.00389603 0.00504065 0.00220662 0.0025452 0.00518809 0.00460042 0.00437052 0.00264679 0.00201656 0.00512037 0.00461092 0.0048368 0.00516814 0.00511641 0.00516699 0.00482079 0.00552175 0.00510499
internal_weight=0 2098 476 420 202 218 123 1622 256 196 1215 407 315 134 130 1137 258 178 1082 944 806 138 138 108
internal_count=2354 2098 476 420 202 218 123 1622 256 196 1215 407 315 134 130 1137 258 178 1082 944 806 138 138 108
is_linear=0
shrinkage=0.00260187


Tree=1218
num_leaves=18
num_cat=0
split_feature=1 3 1 39 4 4 4 48 11 3 49 159 11 42 1 456 52
split_gain=227.566 67.5772 19.7442 14.7794 13.6202 11.504 11.271 6.7512 8.41829 12.3538 7.08039 5.81078 5.69424 3.93771 3.92443 3.84605 3.04254
threshold=0.10557500000000002 -0.058704999999999993 0.14741000000000001 0.081875000000000017 0.25759000000000004 0.24099500000000004 -0.028814999999999997 0.093265000000000015 1.0000000180025095e-35 -0.11756999999999999 0.12001000000000002 0.09858500000000002 0.08326500000000002 0.086275000000000004 0.11634000000000001 0.077935000000000018 -0.081594999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 5 -2 7 -3 8 9 -1 15 14 -10 -9 -8 -11 -5
right_child=1 2 -4 16 -6 -7 11 13 12 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0032832514960846617 0.0043350860044195482 0.0031499991918643526 0.00051158025129864344 0.0038811189177081272 0.0029291469888424997 0.0033557818581492322 0.0021004057008565335 0.0042698899335078689 0.0057465046808916828 0.0044937678626054134 0.0036719303053325955 0.0025931236246805032 0.0045945711842466114 0.0034048761416101505 0.0013483129575879425 0.0050325292476981016 0.0030382557148645063
leaf_weight=53 100 52 55 52 71 60 72 78 52 1251 61 53 52 54 100 86 52
leaf_count=53 100 52 55 52 71 60 72 78 52 1251 61 53 52 54 100 86 52
internal_value=0 0.00249914 0.00185403 0.00435903 0.00375149 0.00441254 0.00212049 0.00445011 0.00449541 0.00444699 0.00449109 0.00188244 0.00517079 0.00391622 0.00166329 0.00452844 0.00345994
internal_weight=0 503 332 1851 171 1747 277 1687 1555 1451 1398 225 104 132 172 1337 104
internal_count=2354 503 332 1851 171 1747 277 1687 1555 1451 1398 225 104 132 172 1337 104
is_linear=0
shrinkage=0.0024518


Tree=1219
num_leaves=19
num_cat=0
split_feature=4 12 2 42 15 4 4 2 12 4 0 43 0 12 16 0 4 4
split_gain=274.042 100.993 64.4812 29.6233 17.3834 24.7274 20.27 17.0203 22.4696 10.2877 14.727 11.6778 11.1327 10.0805 4.17622 14.7775 3.12921 2.72548
threshold=0.30163500000000004 -0.011819999999999999 0.13880500000000004 -0.0043149999999999994 -0.42759999999999992 0.5137400000000002 0.42098500000000005 0.10836000000000003 0.08784500000000002 -0.085574999999999984 -0.091174999999999992 -0.081414999999999987 -0.065064999999999998 -0.089839999999999989 -0.48186499999999993 -0.10946999999999998 -0.26545999999999997 -0.037969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 5 -2 -6 9 -9 10 -3 -12 14 -5 -11 -16 -13 -10
right_child=4 2 -4 13 6 -7 -8 8 17 12 11 16 -14 -15 15 -17 -18 -19
leaf_value=0.0030094750960406183 0.0025979282312306143 0.0046916838824691788 0.0014031031196804575 0.0019517274398375502 0.001312134085341841 0.00094778942968130604 -0.00026435916446717445 0.001810356713285314 0.0034919481449634002 0.0039270097543816522 0.0029943619958333421 0.0040850321051764055 0.0025908052932381628 0.00092629456640722812 0.0026776185497994773 0.0034658671627132054 0.0036039842304664846 0.0029905967738096009
leaf_weight=62 53 52 60 68 64 85 54 52 81 58 83 98 60 70 93 1085 99 77
leaf_count=62 53 52 60 68 64 85 54 52 81 58 83 98 60 70 93 1085 99 77
internal_value=0 0.00320219 0.0033372 0.00192093 0.0011249 0.00158169 0.000590517 0.00340032 0.00289192 0.00346589 0.00376412 0.00359179 0.00338948 0.00143173 0.00342823 0.00340365 0.00384339 0.00324775
internal_weight=0 2098 1898 200 256 138 118 1838 210 1628 332 280 1296 138 1236 1178 197 158
internal_count=2354 2098 1898 200 256 138 118 1838 210 1628 332 280 1296 138 1236 1178 197 158
is_linear=0
shrinkage=0.00189532


Tree=1220
num_leaves=22
num_cat=0
split_feature=1 3 2 12 2 0 2 150 2 1 12 0 1 0 3 157 3 49 0 43 15
split_gain=276.662 70.5954 25.624 23.9816 20.9429 18.2097 13.4114 13.0746 13.6212 11.5686 10.406 6.95665 6.69606 5.31652 3.32524 2.8859 2.44459 2.28557 1.99531 1.32105 2.67853
threshold=0.10557500000000002 -0.058704999999999993 0.14530500000000005 -0.029844999999999997 -1.0000000180025095e-35 -0.099059999999999995 0.11500500000000001 0.11156000000000001 0.12131500000000002 0.092810000000000017 0.086795000000000011 -0.14989499999999997 0.088735000000000022 -0.050379999999999994 -0.073629999999999987 -0.084764999999999993 0.12745000000000004 -0.0087399999999999995 -0.081224999999999978 0.058500000000000003 0.10347000000000002
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 6 4 9 -3 16 13 8 10 -1 11 -5 15 -2 17 -13 -6 -12 -19 20 -16
right_child=1 2 -4 7 5 -7 -8 -9 -10 -11 14 12 -14 -15 19 -17 -18 18 -20 -21 -22
leaf_value=0.003396094569916706 0.003839467656582783 0.00055419238306784362 6.3155305119042026e-05 0.0045953937414276724 0.0011657763821726068 0.0029108452805275387 0.0020850999697390789 0.0026755206050031138 0.0027366266213921585 0.0019671072729053269 0.0033044176296824052 0.004447184444641694 0.0031900568989668534 0.002880573054939804 0.0029007400485266989 0.0039530224862467994 0.0018037729358344795 0.003884574179528534 0.0036552418348362358 0.0036412789600960703 0.0035859141416939907
leaf_weight=56 64 74 73 95 68 64 56 55 60 56 57 69 53 52 55 410 53 378 384 74 59
leaf_count=56 64 74 73 95 68 64 56 55 60 56 57 69 53 52 55 410 53 378 384 74 59
internal_value=0 0.00182388 0.00122555 0.00367874 0.00155308 0.00195251 0.00297866 0.00374256 0.00377719 0.00268181 0.00381539 0.00404035 0.00394119 0.00340982 0.00367529 0.00402426 0.00144543 0.00373673 0.00376904 0.00340751 0.00325556
internal_weight=0 504 332 1861 259 185 172 1749 1694 112 1634 627 532 116 1007 479 121 819 762 188 114
internal_count=2365 504 332 1861 259 185 172 1749 1694 112 1634 627 532 116 1007 479 121 819 762 188 114
is_linear=0
shrinkage=0.00222067


Tree=1221
num_leaves=17
num_cat=0
split_feature=10 2 14 15 0 2 15 4 0 11 16 4 43 4 42 401
split_gain=8.71709 6.28025 7.51224 4.95845 4.59588 3.6246 3.67198 4.39813 3.93113 5.01323 4.24318 4.50692 2.87769 2.76005 1.71322 1.55613
threshold=0.058500000000000003 0.13673000000000005 -0.10708499999999999 -0.032264999999999995 -0.070064999999999975 -0.043079999999999993 0.0056700000000000006 0.0082450000000000006 -0.12608499999999997 0.079300000000000009 -0.34140499999999996 -0.0073899999999999999 -0.082534999999999983 -0.085474999999999982 0.077855000000000021 0.083100000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -4 8 13 10 12 -7 -12 -10 14 -8 -15
right_child=-2 3 5 -5 -6 6 7 -9 9 -11 11 -13 -14 15 -16 -17
leaf_value=0.0042176491616408912 -0.0010903073291387577 0.0027769437081028715 0.00368266341437385 -0.0015065486885822278 -0.00014695808439267629 0.0018130751625150307 0.0022771536002751201 0.0041498350066824247 0.0023355308891533297 -0.00035270027344380905 0.0011639375850521873 -0.001721471332264338 0.0014690397756364508 0.0014994575578236153 0.0037518427344239887 0.0025049148138163151
leaf_weight=71 60 55 53 52 62 81 184 53 335 63 55 63 551 469 56 102
leaf_count=71 60 55 53 52 62 81 184 53 335 63 55 63 551 469 56 102
internal_value=0 0.00175284 0.001861 0.000385341 0.00122685 0.00177994 0.00172977 0.00209271 0.00145656 0.00165398 0.000514688 -0.000375911 0.00179675 0.00195818 0.00262158 0.0016792
internal_weight=0 2305 2136 169 117 2065 2012 864 1148 949 199 118 886 811 240 571
internal_count=2365 2305 2136 169 117 2065 2012 864 1148 949 199 118 886 811 240 571
is_linear=0
shrinkage=0.00736598


Tree=1222
num_leaves=16
num_cat=0
split_feature=1 1425 4 1 43 4 12 51 1 4 4 48 12 15 1185
split_gain=7.49718 4.36218 3.22245 2.76974 5.1521 5.11856 4.76828 3.39369 5.98023 3.38521 9.31161 2.47741 1.74163 1.56453 1.02165
threshold=0.14846500000000004 0.082985000000000017 -0.51253999999999988 0.095695000000000016 0.074650000000000008 -0.17689999999999997 0.082295000000000021 -0.029924999999999997 1.0000000180025095e-35 0.056640000000000003 -0.0084099999999999991 0.097945000000000018 0.083885000000000015 0.11876000000000002 0.085600000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 -4 -9 10 -7 -11 -8 14 -14
right_child=-2 -3 3 4 -6 9 12 8 -10 11 -12 -13 13 -15 -16
leaf_value=-0.00034265209597936566 -0.0011441317458382864 0.0029650828096169281 0.0010859742285602352 0.0024722604770357451 0.0027441728304870333 0.00072853492683899181 0.00033806406103305638 0.001521820351690297 0.0040428423668164492 0.0012412441226691785 -0.0021902980701239499 -0.00022918504512735587 0.0013011980199421475 0.00022455253645342518 0.0021950236704547628
leaf_weight=52 53 57 69 57 53 148 80 75 74 219 61 57 1205 52 53
leaf_count=52 53 57 69 57 53 148 80 75 74 219 61 57 1205 52 53
internal_value=0 0.00124668 0.00120321 0.00123973 0.00087296 0.000689857 0.0013754 0.00224024 0.00277432 0.000480241 -0.000123052 0.000937325 0.00123971 0.00129473 0.00133891
internal_weight=0 2312 2255 2203 595 542 1608 218 149 485 209 276 1390 1310 1258
internal_count=2365 2312 2255 2203 595 542 1608 218 149 485 209 276 1390 1310 1258
is_linear=0
shrinkage=0.00628679


Tree=1223
num_leaves=15
num_cat=0
split_feature=44 30 2 1425 50 0 474 2 474 42 0 42 52 4
split_gain=7.38756 4.15589 4.08425 2.95014 2.51012 2.82061 3.66959 4.48319 2.97715 2.46829 2.55045 1.78347 1.45251 1.11016
threshold=1.0000000180025095e-35 0.085185000000000025 0.16394500000000004 1.0000000180025095e-35 1.0000000180025095e-35 -0.066659999999999983 0.085070000000000021 0.084305000000000005 0.079590000000000008 0.11387000000000001 -0.073574999999999988 -0.059219999999999988 -0.067394999999999983 -0.016339999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 11 10 13 -7 -8 -6
right_child=-2 -3 -4 -5 9 8 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0020029655365462456 0.0037571573727707003 -0.00076457924039403892 -0.00081525463506766996 0.002690924975365677 0.0011789868853136435 0.0012841822839836231 -0.00076776922416555652 0.001007721019255925 0.0019906033654781591 0.00017581335383685975 0.0032213992749639351 -0.00010605540291684755 0.0008196657289895428 0.0020131800687315884
leaf_weight=300 52 61 54 61 177 57 65 934 52 54 54 245 52 147
leaf_count=300 52 61 54 61 177 57 65 934 52 54 54 245 52 147
internal_value=0 0.00105814 0.00110754 0.00115482 0.00111093 0.000988678 0.00113612 0.00124974 0.00042578 0.00159327 0.00179557 0.00015609 -6.15966e-05 0.0015577
internal_weight=0 2313 2252 2198 2137 1705 1351 1234 354 432 378 302 117 324
internal_count=2365 2313 2252 2198 2137 1705 1351 1234 354 432 378 302 117 324
is_linear=0
shrinkage=0.00707995


Tree=1224
num_leaves=10
num_cat=0
split_feature=3 14 3 3 1186 124 151 13 160
split_gain=6.28376 3.59048 2.86597 4.68764 2.69638 2.8126 4.39644 4.16778 3.65867
threshold=0.32329500000000005 -0.10708499999999999 0.12745000000000004 0.10323000000000002 0.084980000000000014 -0.027784999999999997 0.084350000000000008 -0.0094049999999999984 -0.53447999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 8 -3 -7
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=0.002815031988730946 -0.0014234297394309699 0.0012189999126829122 0.0026506229738217889 -0.0012545685326166886 -0.00073993553053208565 -0.0007922126569032907 0.0036018983863473865 -0.0016192126283273965 0.0012670333883933764
leaf_weight=93 68 92 84 61 54 64 56 62 1731
leaf_count=93 68 92 84 61 54 64 56 62 1731
internal_value=0 0.00118588 0.00111709 0.00105629 0.00112479 0.00117506 0.00126647 7.57564e-05 0.00119356
internal_weight=0 2297 2204 2120 2059 2005 1851 154 1795
internal_count=2365 2297 2204 2120 2059 2005 1851 154 1795
is_linear=0
shrinkage=0.0084612


Tree=1225
num_leaves=20
num_cat=0
split_feature=1 16 16 0 0 150 42 16 14 1452 0 13 1375 399 13 13 1456 13 16
split_gain=4.97746 4.81464 6.53057 8.31231 5.32631 4.58971 2.96175 2.66307 2.61947 2.03223 3.18046 1.52541 1.41334 1.23066 1.12557 2.29555 1.46425 0.691186 0.191056
threshold=0.096300000000000011 -0.42372999999999994 0.26391000000000003 0.0037850000000000002 -0.14151499999999997 0.084680000000000019 0.08648500000000002 0.58936500000000003 0.062655000000000016 0.087755000000000014 -0.13314999999999996 -0.085764999999999994 -0.068444999999999992 1.0000000180025095e-35 0.056910000000000009 0.18219500000000002 -0.089834999999999984 -0.00067499999999999993 -0.082389999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 11 3 4 -3 6 17 -4 9 10 -1 -2 -12 14 16 -16 -14 -6 -15
right_child=1 2 7 -5 5 -7 -8 -9 -10 -11 12 -13 13 18 15 -17 -18 -19 -20
leaf_value=-0.00065532452487757954 0.0024145389146649184 -0.0021876176367806861 0.0024014362871262254 -0.003655849475243379 0.0012120940051525587 -0.0016532581545335458 -0.00017477685496551627 0.00014528578998220041 0.0027388238724286615 0.0025290486644447326 0.0023791904211422506 0.00082722238051337511 -0.00022923693433904514 0.0021928341686779842 -0.00053621173342587058 0.0015492737953367746 0.0010957222985795512 0.002501356048433974 0.0015000909849612464
leaf_weight=75 68 69 77 53 58 58 87 63 62 58 52 98 58 54 90 57 1088 53 54
leaf_count=75 68 69 77 53 58 58 87 63 62 58 52 98 58 54 90 57 1088 53 54
internal_value=0 0.000272632 -0.000113468 -0.000669348 -0.000182052 0.000358172 0.000947817 0.00138679 0.00109808 0.00103389 0.000977077 0.00147797 0.0010614 0.00101242 0.000942624 0.000271855 0.00102859 0.00182847 0.00184727
internal_weight=0 684 518 378 325 256 198 140 1648 1586 1528 166 1453 1401 1293 147 1146 111 108
internal_count=2332 684 518 378 325 256 198 140 1648 1586 1528 166 1453 1401 1293 147 1146 111 108
is_linear=0
shrinkage=0.00813264


Tree=1226
num_leaves=32
num_cat=0
split_feature=12 2 2 2 2 34 51 49 49 2 15 3 3 42 3 2 2 15 15 156 15 43 2 2 42 403 12 51 42 3 3
split_gain=147.258 49.2631 47.0445 32.6997 17.7893 15.7484 13.7485 9.70383 7.63054 6.56059 5.80969 9.75376 9.71914 7.15765 6.49912 4.04845 2.85374 2.61983 2.45538 2.39536 1.92288 1.65362 1.59205 1.34595 1.1067 2.24531 1.41565 1.06633 0.991494 0.777704 0.477466
threshold=0.054520000000000006 0.10672500000000001 -1.0000000180025095e-35 0.13443000000000002 0.14794000000000004 -0.079379999999999992 -0.09193999999999998 0.088340000000000016 -0.025549999999999996 0.092235000000000025 0.029300000000000003 -0.097224999999999992 -0.12595999999999999 1.0000000180025095e-35 -0.079594999999999985 0.10644500000000001 0.091955000000000023 0.087010000000000018 -0.079109999999999986 0.090500000000000011 0.08568000000000002 -0.090419999999999986 0.089885000000000007 0.084825000000000025 0.087075000000000014 -0.063554999999999987 0.088785000000000017 -0.011859999999999997 0.082115000000000007 -0.085499999999999979 -0.086819999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 7 -1 -4 8 -3 -8 11 13 -12 16 19 18 -2 20 22 27 23 -19 -16 30 25 -23 -26 29 -29 -13 -14
right_child=3 4 6 -5 -6 -7 9 -9 -10 -11 12 14 17 -15 15 -17 -18 21 -20 -21 -22 24 -24 -25 26 -27 -28 28 -30 -31 -32
leaf_value=0.0024428695862941589 0.0036854899276065633 0.0021627782134113673 0.0043994746073174624 0.0016888863295143025 0.00042031577351058869 0.00069734811044859144 0.0035931516581465444 0.0025938489474782627 0.0010774577087949713 0.00266159722460136 0.0046641716054504163 0.003800371544006944 0.0040389648389193141 0.0022845519759311082 0.0033691275588750022 0.0027079161160972328 0.002986323362534269 0.0032222225553731887 0.0031389293506017954 0.003310644876932604 0.0042499967892143196 0.0041372967657619924 0.0039400273003243813 0.0034150941530930535 0.0032313697363241323 0.0035590337363548513 0.0036168877681474879 0.0039981318281692695 0.0036194593924902666 0.0041541591670182466 0.0037241836085056138
leaf_weight=56 55 57 57 53 70 59 74 60 98 98 56 68 56 59 53 55 81 74 89 58 54 58 58 52 74 109 201 54 150 77 59
leaf_count=56 55 57 57 53 70 59 74 60 98 98 56 68 56 59 53 55 81 74 89 58 54 58 58 52 74 109 201 54 150 77 59
internal_value=0 0.00217737 0.00277775 0.00351181 0.00145262 0.00154756 0.00339542 0.00178861 0.00147674 0.00306253 0.00357035 0.00343544 0.00371611 0.00297145 0.00357208 0.00327632 0.00326926 0.00364403 0.0034325 0.00375733 0.00386004 0.00355147 0.00366766 0.0037338 0.00360654 0.00376002 0.00351324 0.00383149 0.00371982 0.00398842 0.00387769
internal_weight=0 629 344 1703 285 115 229 215 155 172 1650 857 793 195 662 255 136 737 200 407 221 516 111 167 442 167 275 349 204 145 115
internal_count=2332 629 344 1703 285 115 229 215 155 172 1650 857 793 195 662 255 136 737 200 407 221 516 111 167 442 167 275 349 204 145 115
is_linear=0
shrinkage=0.00235659


Tree=1227
num_leaves=25
num_cat=0
split_feature=1 52 52 2 2 4 2 48 3 1 3 133 48 1212 4 133 133 48 0 51 52 3 3 3
split_gain=222.6 52.9138 35.7159 24.4567 30.0269 17.9952 12.6101 11.2149 11.499 8.37799 6.40512 6.20109 5.12612 3.8724 4.94508 4.18977 3.72544 2.74111 2.72186 2.26864 2.78731 2.06601 1.73855 0.606981
threshold=0.10141500000000002 -0.41304999999999997 0.12469000000000001 0.10161500000000002 -1.0000000180025095e-35 0.23590000000000003 0.093365000000000017 0.084965000000000027 -0.00079499999999999981 0.088595000000000021 -0.14162499999999997 0.11667000000000001 0.10358500000000001 0.091220000000000009 -0.085474999999999982 -0.011534999999999998 0.078935000000000019 0.078910000000000022 -0.072674999999999976 -0.085434999999999983 -0.046924999999999988 -0.064294999999999977 -0.087979999999999989 -0.093979999999999994
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=5 -2 3 4 -3 6 10 8 -5 11 -1 16 -9 14 22 -15 17 21 -18 -16 -21 -8 23 -12
right_child=1 2 -4 7 -6 -7 9 12 -10 -11 13 -13 -14 15 19 -17 18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0043569967424510548 0.0035345610840474139 0.001288981472296234 0.002899076052155997 -0.00013417913154674868 0.0033847031344029928 0.0022731599776573165 0.0033256502913572117 0.0019692101356094567 0.0011081621175971907 0.0023781083694656572 0.0040062066708100811 0.0027896305403752276 0.0010170297273961264 0.0036511532844462216 0.0039156810485518542 0.0027753987491064614 0.0041387384494135909 0.0037365218266467589 0.0034274385060605083 0.0032687621155535617 0.0036064273290226357 0.0027812473988727193 0.0043532091284302268 0.0036620088061430278
leaf_weight=61 84 97 89 74 55 62 103 52 79 56 60 91 66 55 92 58 58 52 54 160 614 56 52 52
leaf_count=61 84 97 89 74 55 62 103 52 79 56 60 91 66 55 92 58 58 52 54 160 614 56 52 52
internal_value=0 0.00186807 0.00159461 0.0013201 0.00204746 0.00347258 0.00351698 0.000912039 0.000507133 0.0032019 0.00363996 0.00331328 0.00143684 0.00360167 0.00364551 0.00320187 0.00346073 0.00328265 0.00379601 0.00357695 0.00353666 0.00313406 0.00400739 0.00384662
internal_weight=0 596 512 423 152 1736 1674 271 153 470 1204 414 118 1143 1030 113 323 211 112 866 774 159 164 112
internal_count=2332 596 512 423 152 1736 1674 271 153 470 1204 414 118 1143 1030 113 323 211 112 866 774 159 164 112
is_linear=0
shrinkage=0.00226508


Tree=1228
num_leaves=21
num_cat=0
split_feature=12 12 9 49 47 47 12 158 0 0 49 49 0 0 12 133 151 475 475 130
split_gain=168.699 26.756 18.9056 15.1577 16.8171 13.3994 11.2008 10.2207 10.3511 8.87512 6.99467 6.02341 9.53339 7.35892 2.90313 3.9623 2.70187 3.59158 2.72937 2.28413
threshold=0.054520000000000006 0.10337000000000002 -1.0000000180025095e-35 -0.085949999999999985 0.07813500000000001 0.11069000000000002 0.13820000000000002 0.083490000000000023 0.033830000000000006 -0.073284999999999975 -0.053904999999999988 -0.047749999999999994 -0.088774999999999979 -0.13513499999999998 0.11512500000000002 0.022390000000000004 -0.085164999999999977 -0.088274999999999978 -0.079274999999999984 -0.0045849999999999997
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 11 -1 -4 7 -6 14 8 9 10 -5 12 -2 -13 15 -3 -15 -18 -19 -20
right_child=1 6 3 4 5 -7 -8 -9 -10 -11 -12 13 -14 16 -16 -17 17 18 19 -21
leaf_value=0.0013123052884344824 0.0027478531126279072 0.0028795699790926822 0.0037675713899969132 0.0028437187860586356 0.004113136370600845 0.0024681142398080098 0.0022242322848713266 0.0030422303099068636 0.0028731366454939353 0.0011623438870254086 0.0018490395270124829 0.0048154285540950399 0.0040881907568860445 0.0043529449416778773 0.0037756371727563874 0.0036377137583737847 0.0033827117577535522 0.0043872769796321999 0.0042361335320949189 0.0038977561174962662
leaf_weight=71 54 83 52 52 52 54 53 70 68 71 139 58 60 93 76 67 59 79 123 898
leaf_count=71 54 83 52 52 52 54 53 70 68 71 139 58 60 93 76 67 59 79 123 898
internal_value=0 0.00383619 0.00243592 0.00257884 0.00245663 0.00327534 0.0031815 0.00223961 0.00206928 0.00186056 0.00211997 0.00396445 0.00345351 0.00400889 0.00340588 0.00321837 0.00397151 0.00394088 0.00397079 0.00393854
internal_weight=0 1703 629 558 506 106 279 400 330 262 191 1424 114 1310 226 150 1252 1159 1100 1021
internal_count=2332 1703 629 558 506 106 279 400 330 262 191 1424 114 1310 226 150 1252 1159 1100 1021
is_linear=0
shrinkage=0.00231039


Tree=1229
num_leaves=23
num_cat=0
split_feature=1 39 1 16 1 4 4 1 1 0 16 1 4 0 15 48 15 0 0 16 13 42
split_gain=281.064 30.483 30.2781 19.6675 13.9716 12.9613 11.1767 8.29299 8.11821 7.9921 7.94262 7.77183 7.41628 20.3005 6.00506 3.49856 3.21577 6.30585 5.53953 3.13599 2.02566 1.39667
threshold=0.10808500000000001 0.081875000000000017 0.13075500000000004 0.23451000000000002 0.093595000000000025 0.50373500000000015 0.054560000000000004 0.10322500000000003 0.083555000000000018 -0.083554999999999977 -0.0092499999999999978 0.11400500000000001 -0.49269499999999994 -0.019414999999999998 -0.066639999999999991 0.086870000000000017 0.079575000000000021 -0.11208499999999998 -0.098524999999999988 0.062910000000000008 -0.0046699999999999997 0.087075000000000014
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 6 3 10 -3 15 7 9 14 16 11 -2 -11 19 -8 -4 17 -1 -18 -14 -19 -20
right_child=2 4 5 -5 -6 -7 8 -9 -10 12 -12 -13 13 -15 -16 -17 18 20 21 -21 -22 -23
leaf_value=0.0038244607858649998 0.0033869963227273737 0.0041658162769790969 0.0024289167630450774 0.0040948170904857592 0.0024477299132265847 0.00060795192595892176 0.0047158673507038838 0.0036339990626486534 0.0031335974969346242 0.0051756899505918602 0.0015688478563874086 0.0021802452193361746 0.0045373900284511265 0.0028040630920347807 0.0036762558599165978 0.0014910110288285895 0.0057167016396041876 0.0046884916178753736 0.0049788260319564284 0.0040617409087490746 0.0052354460041153603 0.0045667310498622169
leaf_weight=53 59 54 52 53 72 83 81 61 60 77 60 85 561 52 66 52 57 295 150 109 53 87
leaf_count=53 59 54 52 53 72 83 81 61 60 77 60 85 561 52 66 52 57 295 150 109 53 87
internal_value=0 0.00439709 0.00214137 0.00270969 0.00318427 0.00136016 0.00448381 0.00455804 0.00392603 0.00459575 0.0023497 0.00267487 0.00442131 0.00434082 0.00424929 0.00196023 0.00479626 0.00464672 0.00500012 0.00446005 0.00477187 0.00482767
internal_weight=0 1888 444 257 126 187 1762 1555 207 1494 204 144 799 722 147 104 695 401 294 670 348 237
internal_count=2332 1888 444 257 126 187 1762 1555 207 1494 204 144 799 722 147 104 695 401 294 670 348 237
is_linear=0
shrinkage=0.00255085


Tree=1230
num_leaves=15
num_cat=0
split_feature=4 16 3 13 148 3 4 16 3 13 483 130 42 13
split_gain=8.50537 5.27579 4.88061 4.06954 3.09611 3.38929 4.47353 4.84 4.16572 2.45591 2.96833 1.92028 1.39501 1.13962
threshold=0.26900000000000007 -0.4714549999999999 -0.010299999999999998 -0.16392499999999996 -0.080384999999999984 -0.0047649999999999993 -0.032764999999999996 -0.069144999999999984 -0.013119999999999998 -0.11122999999999998 -0.096724999999999992 -0.050984999999999996 0.086195000000000008 -0.012149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 -3 -1 -5 8 -7 -8 9 -6 -11 -12 13 -2
right_child=1 2 -4 4 5 6 7 -9 -10 10 11 -13 -14 -15
leaf_value=-0.00026604863043960651 0.002074231314257349 0.00049074142497764091 -0.0020512483800961623 -9.7783116653100803e-05 0.0027948876763471816 0.003437235609438601 0.0026615452595705811 -8.2978577463554097e-05 -0.00051821600345096136 0.0027804247979532001 0.002166850582607481 0.0012199868536952102 7.1935477148313937e-05 0.00069400987336908678
leaf_weight=70 52 63 72 62 53 82 62 53 53 61 102 1508 57 55
leaf_count=70 52 63 72 62 53 82 62 53 53 61 102 1508 57 55
internal_value=0 0.000112041 -0.000864459 0.00131476 0.00136915 0.00141526 0.00224605 0.00139606 0.00132311 0.00137976 0.00133483 0.00128002 0.000916301 0.00136544
internal_weight=0 299 135 2106 2036 1974 197 115 1777 1724 1671 1610 164 107
internal_count=2405 299 135 2106 2036 1974 197 115 1777 1724 1671 1610 164 107
is_linear=0
shrinkage=0.0066716


Tree=1231
num_leaves=11
num_cat=0
split_feature=10 15 456 456 41 51 48 1453 151 160
split_gain=6.91721 3.94413 2.81187 3.58112 3.05763 3.07185 3.39935 3.73231 2.65172 2.25866
threshold=-0.092019999999999977 -0.45015499999999992 0.085215000000000013 0.089235000000000023 0.075585000000000013 0.16016500000000003 0.12474000000000002 -0.064249999999999988 -0.087374999999999994 -0.067104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 4 -4 5 6 7 -3 -9 -2
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.0014126723846566538 0.00085395970466821544 -0.0005866697802447043 0.0038519493569214702 0.0013427572501241822 0.0024767968865048147 -0.00070370902843266828 0.0030803669862037092 2.09460649753902e-05 0.001254968408853994 -0.0012405487026371127
leaf_weight=62 62 73 54 88 102 53 53 109 1690 59
leaf_count=62 62 73 54 88 102 53 53 109 1690 59
internal_value=0 0.00118016 0.00125354 0.00229753 0.00118223 0.00111543 0.00116556 0.0011113 0.00118025 -0.000166653
internal_weight=0 2343 2222 142 2080 1978 1925 1872 1799 121
internal_count=2405 2343 2222 142 2080 1978 1925 1872 1799 121
is_linear=0
shrinkage=0.00766357


Tree=1232
num_leaves=29
num_cat=0
split_feature=12 2 15 2 2 2 16 15 12 12 15 16 12 2 16 160 11 2 13 12 43 15 15 2 15 2 2 12
split_gain=352.554 118.828 83.0463 56.3118 43.8991 21.9347 18.4831 13.0981 11.9502 11.3576 9.51431 8.93082 8.09556 6.38766 4.53187 4.4777 3.86942 3.65352 2.89018 2.67894 2.14656 1.67746 1.5344 1.36472 1.15715 0.975428 0.910294 0.110666
threshold=0.077755000000000005 0.13443000000000002 -0.2987999999999999 0.11353000000000001 -0.0091949999999999983 0.093255000000000018 -0.24235499999999996 -1.0000000180025095e-35 0.087905000000000025 0.094760000000000011 -0.04174499999999999 -0.0007049999999999999 -0.077034999999999978 0.088005000000000014 0.0086100000000000013 -0.0080249999999999991 1.0000000180025095e-35 0.091595000000000024 -0.057284999999999996 0.085425000000000015 -0.090419999999999986 -0.026169999999999995 0.091735000000000025 0.087245000000000003 -0.085884999999999975 0.086100000000000024 0.099145000000000025 0.097510000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 12 4 -4 15 9 -7 11 -2 -5 13 -1 23 17 -6 18 20 26 -13 -10 -22 24 25 -19 -8 -16 -24
right_child=1 -3 3 10 5 7 8 -9 14 -11 -12 19 -14 -15 16 -17 -18 22 -20 -21 21 -23 27 -25 -26 -27 -28 -29
leaf_value=0.010180599375454314 0.014355869696577492 0.011135183433256771 0.011431653988424849 0.011962053898772184 0.015137520413787051 0.012550032422203853 0.014981830420791667 0.014033000188119042 0.015186760936921593 0.012788016596729823 0.010539116967857304 0.016106592252336432 0.011373885792075086 0.0140159499855928 0.014480717028030315 0.014158093490347273 0.014865795301854839 0.014430270830629151 0.013736566298286316 0.015279728610619419 0.014401058228710031 0.014817011402914143 0.014512600961881684 0.015372749574650298 0.013892290354065896 0.014622202186783239 0.014058152435981353 0.014751997554099091
leaf_weight=90 73 65 64 74 52 98 298 65 83 52 53 53 64 52 114 78 64 64 78 54 88 294 54 53 52 68 56 52
leaf_count=90 73 65 64 74 52 98 298 65 83 52 53 53 64 52 114 78 64 64 78 54 88 294 54 53 52 68 56 52
internal_value=0 0.0145219 0.0123093 0.0128287 0.0133481 0.0137666 0.0146512 0.0131416 0.0147263 0.0137039 0.0113684 0.0150197 0.0106767 0.0148674 0.0145565 0.0145501 0.0142981 0.0146738 0.0141515 0.0156896 0.0148044 0.0147213 0.0144 0.014973 0.0141893 0.0149151 0.0143417 0.0146303
internal_weight=0 1767 638 484 357 293 1702 163 1577 125 127 578 154 471 999 130 312 687 248 107 465 382 222 419 116 366 170 106
internal_count=2405 1767 638 484 357 293 1702 163 1577 125 127 578 154 471 999 130 312 687 248 107 465 382 222 419 116 366 170 106
is_linear=0
shrinkage=0.00255085


Tree=1233
num_leaves=13
num_cat=0
split_feature=2 15 474 3 15 132 131 2 2 40 483 12
split_gain=8.60878 4.56217 2.67317 2.63239 4.64691 2.60685 2.88854 2.5558 2.54647 2.95361 2.55714 1.82355
threshold=0.16730000000000003 -0.40312499999999996 0.10523500000000001 0.11191000000000002 -0.043644999999999996 0.089075000000000015 0.092620000000000022 0.11982500000000001 -0.043079999999999993 -0.061244999999999994 -0.094369999999999996 -0.086449999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 8 -7 -1 -3 11 -11 -10
right_child=-2 2 -4 4 -6 6 -8 -9 9 10 -12 -13
leaf_value=-0.00046536704565609702 -0.0013794921091429665 0.0037224349222150285 0.0034051003765042296 0.002151902993993266 -0.0011522888608672547 -0.00031102704529711243 0.0019059486822713783 0.0015898846020338617 0.0022045301430393166 0.0032919874432952596 0.0017539663634079561 0.0042186156786997702
leaf_weight=90 59 53 72 60 53 73 83 72 64 75 1595 56
leaf_count=90 59 53 72 60 53 73 83 72 64 75 1595 56
internal_value=0 0.00176505 0.00186274 0.00181012 0.000601381 0.00187841 0.000867961 0.000447542 0.00196389 0.00191177 0.00182309 0.00314516
internal_weight=0 2346 2184 2112 113 1999 156 162 1843 1790 1670 120
internal_count=2405 2346 2184 2112 113 1999 156 162 1843 1790 1670 120
is_linear=0
shrinkage=0.00813264


Tree=1234
num_leaves=22
num_cat=0
split_feature=1 1 10 2 16 4 2 150 51 0 0 43 4 0 15 2 4 51 0 4 0
split_gain=333.116 71.3458 33.4771 31.8053 29.121 17.6885 16.0678 11.6289 12.041 9.72506 9.21159 7.98065 6.95688 11.6991 11.3553 6.94364 4.52814 5.44243 4.31431 2.7002 2.37025
threshold=0.10312500000000001 0.12337000000000002 -0.0069899999999999988 0.09857500000000001 0.12292000000000002 0.50569000000000008 0.10293500000000001 0.087865000000000013 -0.010724999999999998 -0.037224999999999994 -0.14989499999999997 -0.049364999999999992 -0.26545999999999997 -0.076329999999999995 0.089545000000000013 0.13388500000000003 0.020345000000000005 -0.011859999999999997 -0.080474999999999977 0.014585000000000002 -0.071719999999999992
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 4 -3 7 6 15 -2 10 -9 18 -1 -8 -12 16 -15 -4 17 -14 -5 -20 -16
right_child=1 2 5 9 -6 -7 11 8 -10 -11 12 -13 13 14 20 -17 -18 -19 19 -21 -22
leaf_value=0.0061874763153729161 0.0039882969441746418 4.9091062326553079e-05 0.003677661558572666 0.0042501408021325595 0.0048476998393953679 0.0013852216905286348 0.0019321512295526774 0.0052616425928143995 0.0035945865533650234 0.0036955312144147669 0.0061273348797346279 0.0031259099790022699 0.0059092894251814403 0.0036359651580657928 0.0047389514328361497 0.0023632785082820132 0.0048247375148746125 0.0053338381467299923 0.0051843644268100807 0.0045088384742358123 0.0054813186433103787
leaf_weight=81 99 54 52 98 94 74 59 62 52 88 63 96 124 52 63 53 96 827 103 63 52
leaf_count=81 99 54 52 98 94 74 59 62 52 88 63 96 124 52 63 53 96 827 103 63 52
internal_value=0 0.00290267 0.00181001 0.00512069 0.00363417 0.00234108 0.00318496 0.0052855 0.00450147 0.00443139 0.0053513 0.00267169 0.00529824 0.00525519 0.00462699 0.00301447 0.00535536 0.0054089 0.00467657 0.00492815 0.00507487
internal_weight=0 581 233 1824 348 179 254 1472 114 352 1358 155 1277 1214 167 105 1047 951 264 166 115
internal_count=2405 581 233 1824 348 179 254 1472 114 352 1358 155 1277 1214 167 105 1047 951 264 166 115
is_linear=0
shrinkage=0.00255085


Tree=1235
num_leaves=22
num_cat=0
split_feature=1 2 15 150 0 47 14 15 147 2 16 12 0 133 133 1456 1 401 51 0 133
split_gain=218.524 66.8137 40.9744 21.2773 19.9946 15.9773 13.8446 11.619 7.16723 6.27151 5.5684 4.55915 3.99272 4.05112 4.39847 3.9862 3.52713 2.97705 1.80205 1.28739 0.995298
threshold=0.10141500000000002 0.14234000000000005 -0.086189999999999989 0.086615000000000011 0.12411500000000002 0.080455000000000013 0.062655000000000016 -0.41606999999999994 0.084575000000000025 0.096015000000000017 0.0063750000000000013 -0.077034999999999978 -0.10417499999999999 0.094525000000000012 0.071360000000000021 0.075120000000000006 0.11106000000000001 0.081905000000000019 0.0045000000000000014 -0.087084999999999982 -0.07218999999999999
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=4 2 5 10 6 7 8 11 9 15 -4 -2 -11 14 -14 17 -12 18 -1 -17 -19
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 12 16 -13 13 -15 -16 19 -18 20 -20 -21 -22
leaf_value=0.0043213945550365698 0.0016570112636557245 0.00052230353097744561 0.003370311821322271 0.0023623180802111164 0.0027412315597854383 0.0032664396024088427 0.0053692986190555141 0.00080233032820260536 0.0033890901581154088 0.0033869341550073562 0.0047397460512403171 0.0026314940225853046 0.0040946121105565024 0.0036801314384430433 0.0049306352271827345 0.0045662653856575397 0.0038810739148990485 0.0048841821497733117 0.0040036946150318513 0.0051118076374148487 0.0044473760647368368
leaf_weight=832 57 92 57 67 53 56 73 57 58 57 62 64 158 95 53 59 59 71 132 53 65
leaf_count=832 57 92 57 67 53 56 73 57 58 57 62 64 158 95 53 59 59 71 132 53 65
internal_value=0 0.00247463 0.00284955 0.00356453 0.00425535 0.00210085 0.00430237 0.001734 0.00425466 0.00428651 0.0040169 0.00217266 0.0039973 0.00411091 0.00430474 0.00437311 0.00432128 0.00432711 0.00427792 0.00482466 0.00467561
internal_weight=0 571 479 245 1759 234 1706 178 1633 1575 178 121 363 306 211 1212 121 1100 964 112 136
internal_count=2330 571 479 245 1759 234 1706 178 1633 1575 178 121 363 306 211 1212 121 1100 964 112 136
is_linear=0
shrinkage=0.00250084


Tree=1236
num_leaves=21
num_cat=0
split_feature=2 39 3 2 2 0 124 0 52 47 0 3 133 43 3 2 0 0 43 0
split_gain=224.261 64.5521 67.5691 36.1491 14.5412 13.1113 11.7166 10.7818 6.55903 4.91317 4.31305 9.42661 5.69923 3.99864 4.95945 4.18842 8.06051 3.27218 3.23757 1.74703
threshold=0.12454500000000002 0.081875000000000017 0.11745500000000002 0.16730000000000003 0.10188000000000001 -0.085309999999999983 -0.0076699999999999989 -0.12118 -0.081594999999999987 0.09585500000000001 0.10798500000000001 -0.083249999999999977 0.088685000000000014 -0.14495499999999997 -0.11255999999999998 0.088850000000000012 -0.060199999999999997 -0.049744999999999991 -1.0000000180025095e-35 -0.080034999999999981
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 2 4 5 9 -2 8 -6 -3 13 11 -9 -13 14 -1 16 -15 -7 -17 -11
right_child=3 6 -4 -5 7 17 -8 10 -10 19 -12 12 -14 15 -16 18 -18 -19 -20 -21
leaf_value=0.0046301637348868992 0.00060587199151950464 0.0023255631904805529 0.0015500684014946105 -0.00073779663250831632 0.0022002549479550816 0.0023771497433206345 0.0030037254060774191 0.002357987201639412 0.001238237437281725 0.0035340358418462178 0.0039731719625063985 0.0039365323815397412 0.0029733994943791876 0.0038980067726608002 0.003732895099138022 0.0037154929984218295 0.0029714423256502441 0.0015503567847140443 0.0032829076015032702 0.0029733557964493032
leaf_weight=67 61 53 89 54 52 55 54 52 74 77 54 82 59 807 71 249 56 52 159 53
leaf_count=67 61 53 89 54 52 55 54 52 74 77 54 82 59 807 71 249 56 52 159 53
internal_value=0 0.00342953 0.00355594 0.000939208 0.00365305 0.00147839 0.00208362 0.00317695 0.0016922 0.00374553 0.00338246 0.00321706 0.0035337 0.0037861 0.00416871 0.00374454 0.00383791 0.00197558 0.00354697 0.00330564
internal_weight=0 2108 1927 222 1838 168 181 299 127 1539 247 193 141 1409 138 1271 863 107 408 130
internal_count=2330 2108 1927 222 1838 168 181 299 127 1539 247 193 141 1409 138 1271 863 107 408 130
is_linear=0
shrinkage=0.00235659


Tree=1237
num_leaves=13
num_cat=0
split_feature=2 12 150 2 3 151 151 16 151 3 16 1
split_gain=12.5711 5.04094 2.98823 6.30494 6.14687 5.2981 3.80336 2.78883 3.63561 2.80496 4.06009 3.89363
threshold=0.15020000000000003 -0.095574999999999979 0.082965000000000025 -0.055814999999999997 -0.088074999999999987 -0.0056149999999999993 -0.084524999999999975 -0.51287499999999986 -0.089309999999999987 -0.14906999999999998 0.40410500000000005 0.12337000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -5 -9 10 -10 -11
right_child=-2 2 4 7 5 -7 -8 8 9 11 -12 -13
leaf_value=0.00029234228570957374 -0.00085461508099759088 0.0045865584961738409 -0.00091426294483494563 0.00049875650619324449 0.0015743578911913976 0.00016566288158174544 0.0039057056201759945 0.0037612423341782425 0.0039711308845879227 0.002036250925503458 0.0014231446689223135 0.00031568517239544353
leaf_weight=91 86 53 52 58 82 67 66 67 88 1496 52 72
leaf_count=91 86 53 52 58 82 67 66 67 88 1496 52 72
internal_value=0 0.00195819 0.00202856 0.00212985 0.00131277 0.00185176 0.00261453 0.00205878 0.00210971 0.00204488 0.00302529 0.00195729
internal_weight=0 2244 2153 1886 267 215 148 1833 1775 1708 140 1568
internal_count=2330 2244 2153 1886 267 215 148 1833 1775 1708 140 1568
is_linear=0
shrinkage=0.00722155


Tree=1238
num_leaves=17
num_cat=0
split_feature=3 40 49 15 484 40 3 4 15 0 151 51 0 49 52 3
split_gain=7.10723 4.76133 3.08932 6.6148 2.93729 2.75053 2.43995 2.4819 4.23612 2.28489 2.47395 2.26566 3.58244 2.1503 3.40857 1.28009
threshold=0.31534000000000006 1.0000000180025095e-35 -0.020999999999999994 -0.092059999999999989 -0.24534999999999998 -0.081174999999999983 -0.14443999999999999 0.30163500000000004 -0.46503999999999995 -0.11242999999999999 -0.085164999999999977 -0.069704999999999989 -0.0076699999999999989 -0.05529499999999999 -0.062629999999999977 0.011825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 11 9 -9 15 -11 -6 -13 14 -7 -8
right_child=-2 -3 4 5 6 13 7 8 -10 10 -12 12 -14 -15 -16 -17
leaf_value=-0.0014383300416242106 -0.00074992293952454527 -0.00053532506749302356 0.00023969976219253197 8.3041933186016227e-06 0.001499402542628845 0.0038539732493270526 0.0021281441517187957 0.0022587003599350529 -0.00081930663374907384 0.0030220460129939735 0.0017533888417132833 0.0021840549875798746 0.0048267750526341281 0.00063071864045639815 0.0014827938219449917 0.0037370231012506059
leaf_weight=52 71 54 62 53 55 60 57 52 53 97 1342 67 55 52 88 60
leaf_count=52 71 54 62 53 55 60 57 52 53 97 1342 67 55 52 88 60
internal_value=0 0.00171176 0.00176683 0.00105027 0.00188181 0.00156208 0.00193716 0.00184587 0.000704261 0.00192285 0.00183896 0.00279342 0.00337612 0.00197343 0.00244464 0.00295391
internal_weight=0 2259 2205 305 1900 253 1838 1661 105 1556 1439 177 122 200 148 117
internal_count=2330 2259 2205 305 1900 253 1838 1661 105 1556 1439 177 122 200 148 117
is_linear=0
shrinkage=0.00766357


Tree=1239
num_leaves=14
num_cat=0
split_feature=2 12 40 150 0 41 42 49 49 129 3 12 43
split_gain=7.72726 2.54559 5.84122 4.06239 3.99348 2.93149 2.65023 2.69032 2.92907 2.60856 2.15345 1.08993 0.728864
threshold=0.16730000000000003 -0.010219999999999998 -0.061244999999999994 0.084335000000000007 -0.079854999999999995 0.083035000000000012 -0.14509999999999998 -0.089819999999999983 -0.047749999999999994 0.048480000000000009 0.11745500000000002 -0.08731499999999999 -0.015214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -4 6 -3 -8 -9 10 -10 -1 -11
right_child=-2 5 4 -5 -6 -7 7 8 9 12 -12 -13 -14
leaf_value=0.0018297196539687768 -0.001533205972598197 0.003081229544160687 0.00068202856925988499 -6.536364717101989e-05 -0.0021602979758789669 -0.00020433244090966831 0.0028557219162063988 0.000132338531435655 0.0017032028215033228 -0.00028855645929568892 0.00033571041785908216 0.0033779177930332179 0.0010071500504675627
leaf_weight=58 54 72 72 52 52 56 92 93 1495 52 74 54 54
leaf_count=58 54 72 72 52 52 56 92 93 1495 52 74 54 54
internal_value=0 0.0014579 0.000770496 0.00173861 -0.000509242 0.00155745 0.00160855 0.0015515 0.00148359 0.00155856 0.00163876 0.00257692 0.000370733
internal_weight=0 2276 288 164 124 1988 1932 1860 1768 1675 1569 112 106
internal_count=2330 2276 288 164 124 1988 1932 1860 1768 1675 1569 112 106
is_linear=0
shrinkage=0.00781684


Tree=1240
num_leaves=20
num_cat=0
split_feature=4 2 12 2 2 3 3 12 3 42 0 0 12 49 51 4 52 0 52
split_gain=175.088 72.1177 41.0119 18.3282 18.5247 9.81178 9.69533 8.82554 8.23459 11.127 5.60242 5.10079 4.97724 4.55951 3.77589 3.75329 3.41849 2.93117 1.88224
threshold=0.30163500000000004 0.14234000000000005 0.077755000000000005 -0.0091949999999999983 0.099675000000000014 -0.14162499999999997 0.091170000000000015 0.11721500000000001 0.13772500000000001 0.086700000000000013 -0.075914999999999996 -0.081964999999999996 0.091325000000000003 -0.078459999999999988 -0.094344999999999984 -0.0086449999999999982 -0.029869999999999997 -0.095419999999999991 -0.070529999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 11 16 12 9 -2 18 -4 13 -7 -14 -15 -5 -16 -6
right_child=8 -3 5 4 10 7 -8 -9 -10 -11 -12 -13 14 15 17 -17 -18 -19 -20
leaf_value=0.0020814140482782483 0.002696186406175213 0.0014568679611963282 0.0056958870522364835 0.0042845365564988429 0.0023926217604464321 0.0038059415837696439 0.0034795050756793238 0.0033773513499457072 0.00099836837744908882 0.0014233701853408041 0.0037735249668527046 0.0046629173002379638 0.0037200855088147101 0.0044871088814530903 0.0037689257544934324 0.0048840494091539873 0.0051834648471349443 0.0043948708970201512 0.0030902942690736492
leaf_weight=53 103 64 59 56 54 53 63 57 58 85 53 73 83 590 58 225 60 441 52
leaf_count=53 103 64 59 56 54 53 63 57 58 85 53 73 83 590 58 225 60 441 52
internal_value=0 0.00417695 0.00426269 0.00350518 0.00372835 0.00444338 0.00430283 0.00438368 0.00185632 0.00212086 0.00308144 0.00512483 0.00442322 0.00454847 0.00423635 0.00459673 0.00474974 0.00432217 0.00273514
internal_weight=0 2094 2030 391 338 1639 179 1507 246 188 159 132 1450 868 582 815 116 499 106
internal_count=2340 2094 2030 391 338 1639 179 1507 246 188 159 132 1450 868 582 815 116 499 106
is_linear=0
shrinkage=0.00260187


Tree=1241
num_leaves=20
num_cat=0
split_feature=2 2 2 2 49 15 3 3 15 147 0 0 47 3 3 2 156 0 3
split_gain=207.559 91.0724 33.6488 24.5732 19.4223 16.0686 11.7296 8.06841 7.74893 7.03427 9.43212 7.01995 6.58061 6.48148 6.29751 4.76326 4.05028 3.67021 0.318001
threshold=0.11500500000000001 -1.0000000180025095e-35 0.14530500000000005 0.099325000000000011 -0.046739999999999997 -0.086599999999999996 -0.010299999999999998 -0.064674999999999983 -0.090684999999999988 0.085835000000000009 -0.14216999999999999 -0.10891999999999999 0.11069000000000002 -0.048154999999999996 0.0045450000000000013 0.087675000000000017 -1.0000000180025095e-35 -0.072174999999999975 -0.14619999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 9 -5 -2 -1 17 -4 10 15 -12 16 -7 -9 -3 -13 -6 -19
right_child=2 3 8 4 7 13 -8 14 -10 -11 11 12 -14 -15 -16 -17 -18 18 -20
leaf_value=0.0028697898412625962 0.001882232238917571 0.0057431852385738903 0.0015594517891962445 0.0023928087157150573 0.0048982702173695283 0.0037594360610580832 0.0013751837109450351 0.002871022126022815 0.00018533298423183944 0.0036152700654626356 0.0036075864901558364 0.0052339974963634605 0.0036744052614542206 0.0025807551206356869 0.0041006117554344169 0.0047259936689381058 0.0045460360292106086 0.0042544283773609821 0.0039574619712192168
leaf_weight=88 103 62 55 56 61 70 56 53 52 53 55 59 55 54 56 59 1189 52 52
leaf_count=88 103 62 55 56 61 70 56 53 52 53 55 59 55 54 56 59 1189 52 52
internal_value=0 0.00424358 0.00207158 0.00439474 0.00376286 0.00262751 0.00228874 0.00404277 0.00089191 0.00453083 0.00456362 0.00450268 0.00454044 0.00324636 0.00350299 0.00524742 0.00457858 0.0043992 0.00410621
internal_weight=0 2006 334 1862 330 227 144 274 107 1532 1479 1358 1303 124 109 121 1248 165 104
internal_count=2340 2006 334 1862 330 227 144 274 107 1532 1479 1358 1303 124 109 121 1248 165 104
is_linear=0
shrinkage=0.00255085


Tree=1242
num_leaves=23
num_cat=0
split_feature=4 2 12 2 2 13 4 11 15 16 15 12 2 2 43 12 52 12 1212 4 13 4
split_gain=226.84 109.643 57.0668 23.8485 27.5736 13.575 13.573 12.9296 22.5609 12.1481 9.75119 9.74413 8.93084 5.76863 6.10468 3.91507 4.03935 3.83276 2.74865 2.62108 2.25839 0.40969
threshold=0.30163500000000004 0.14234000000000005 0.077755000000000005 -0.0091949999999999983 0.10774000000000002 -0.0074049999999999993 -0.057539999999999994 1.0000000180025095e-35 0.029300000000000003 0.062910000000000008 -0.091734999999999983 -0.074254999999999988 0.11657500000000001 0.090000000000000011 -0.073209999999999983 0.10134500000000002 -0.11183499999999999 0.092355000000000007 0.10610000000000001 0.0099250000000000015 -0.017484999999999997 -0.036279999999999993
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 2 3 -1 6 11 -5 9 -9 13 -8 -2 -7 18 20 16 21 -16 19 -4 -15 -11
right_child=5 -3 7 4 -6 12 10 8 -10 15 -12 -13 -14 14 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0014821752285879726 0.0012836304366265225 0.000594338809729216 0.0042615625580817882 0.0044762446053331776 0.0021147871321703952 0.0026417885856054816 0.0037507823794779177 0.0039629503578017429 0.006049782392301549 0.0040458749293835533 0.0025101313194307731 -3.7319743148712008e-05 0.0012102757562940877 0.0044455513334951029 0.0030218103293258498 0.002884687725499672 0.0030886802718707185 0.0037604750260044231 0.003645788884486498 0.003713518228149425 0.0038062830847974951 0.0037581180937516175
leaf_weight=53 86 64 797 85 93 53 97 78 52 57 63 55 52 93 58 52 55 160 53 57 53 74
leaf_count=53 86 64 797 85 93 53 97 78 52 57 63 55 52 93 58 52 55 160 53 57 53 74
internal_value=0 0.00375451 0.00385413 0.00301223 0.00325207 0.00126551 0.00368366 0.00405496 0.00479788 0.00399094 0.00326244 0.000768181 0.0019331 0.00408626 0.00382469 0.00348183 0.00364863 0.00356407 0.0041912 0.00422501 0.00421367 0.00388353
internal_weight=0 2094 2030 391 338 246 245 1639 130 1509 160 141 105 1271 364 238 186 218 907 854 146 131
internal_count=2340 2094 2030 391 338 246 245 1639 130 1509 160 141 105 1271 364 238 186 218 907 854 146 131
is_linear=0
shrinkage=0.0024518


Tree=1243
num_leaves=14
num_cat=0
split_feature=3 2 15 151 133 15 151 34 15 39 133 52 2
split_gain=7.25678 4.6669 3.74002 3.39973 3.30537 3.24915 2.87837 2.84885 2.65558 2.71481 2.66174 2.36307 1.75239
threshold=0.31343500000000007 0.11500500000000001 -0.025694999999999999 -0.092724999999999988 0.084335000000000007 -0.40312499999999996 -0.086944999999999981 -0.057544999999999992 -0.13309999999999997 0.086425000000000016 0.11370000000000001 -0.025904999999999994 0.087610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -3 -5 -8 12 10 -10 -7 -9
right_child=-2 2 -4 6 -6 11 7 8 9 -11 -12 -13 -14
leaf_value=0.0047341917438902129 -0.00075776780611357748 -0.00013259427103547888 -0.00082074489197317153 -0.00015522899915249971 0.0019016930044326807 0.0033114951946983792 2.8354751019958059e-05 0.0039978027015282018 0.002002135019470734 6.1714680459405266e-05 0.0010317710400215532 0.0010696535649831309 0.0019911783000881103
leaf_weight=54 85 70 79 52 60 59 59 65 1341 60 228 72 56
leaf_count=54 85 70 79 52 60 59 59 65 1341 60 228 72 56
internal_value=0 0.00171057 0.000707801 0.00185269 0.00324418 0.00130901 0.0017674 0.00182271 0.00188316 0.00179496 0.00186118 0.00208001 0.00306985
internal_weight=0 2255 280 1975 114 201 1861 1809 1750 1629 1569 131 121
internal_count=2340 2255 280 1975 114 201 1861 1809 1750 1629 1569 131 121
is_linear=0
shrinkage=0.00829529


Tree=1244
num_leaves=18
num_cat=0
split_feature=1 49 16 148 147 484 15 4 16 16 1 4 1375 3 16 403 2
split_gain=6.68809 9.13072 4.30812 3.39349 7.12035 2.71099 2.396 7.36414 6.77066 6.443 4.15371 3.8403 2.27955 2.25693 2.07082 1.87518 1.80967
threshold=0.11846000000000002 -0.045299999999999993 -0.062394999999999992 -0.083779999999999979 0.087210000000000024 0.12438500000000001 1.0000000180025095e-35 -0.049024999999999992 0.066275000000000014 -0.0090499999999999973 0.091410000000000005 -0.083829999999999988 -0.088929999999999981 -0.097224999999999992 -0.16238499999999997 -0.53082999999999991 0.12992500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 16 -1 5 6 7 8 -5 14 -10 -11 -9 -14 -8 -16 -3
right_child=1 2 -4 4 -6 -7 9 12 10 11 -12 -13 13 -15 15 -17 -18
leaf_value=0.0033262819046126013 -0.0026795649809275199 0.0006819872380595224 -0.00071059058513920801 -0.0024558980946371867 -0.0014287135757149495 0.0030504443156891318 -6.4329031139057194e-05 0.0028897625236813883 -0.00054549179353343823 0.0045234445743757732 0.0021927803443946383 0.0019612247530047108 1.9277039658375036e-05 0.0014412256322880116 0.00015291649768825211 0.0016209897800508982 0.0024295923950596108
leaf_weight=52 55 66 71 57 53 58 54 58 71 66 60 72 72 746 56 599 74
leaf_count=52 55 66 71 57 53 58 54 58 71 66 60 72 72 746 56 599 74
internal_value=0 0.000101095 0.000826299 0.00139219 0.00134241 0.00141704 0.00136742 0.00112508 -0.000250794 0.00167176 0.000708054 0.00318723 0.00142045 0.00131617 0.00137667 0.0014956 0.00160631
internal_weight=0 266 211 2074 2022 1969 1911 1064 188 847 131 138 876 818 709 655 140
internal_count=2340 266 211 2074 2022 1969 1911 1064 188 847 131 138 876 818 709 655 140
is_linear=0
shrinkage=0.00766357


Tree=1245
num_leaves=11
num_cat=0
split_feature=133 3 42 480 49 4 0 41 12 1
split_gain=4.45517 6.99919 5.40174 3.76638 3.64755 3.512 3.32789 3.74596 3.62078 5.76193
threshold=-0.24166499999999999 0.31370500000000007 -0.0091049999999999985 -0.040684999999999992 -0.089819999999999983 -0.011964999999999998 0.12500000000000003 0.075585000000000013 0.11553000000000001 0.10322500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 7 8 9 -6
right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11
leaf_value=0.0011516897007372183 -0.00078900528349773978 -0.0012495957075739149 0.0040655373315734251 0.0037214194955371557 0.00097072561016677157 0.0010716966405863988 0.0026893298343351902 0.0024273023217066749 0.0023288296266637219 -8.8037483025960942e-05
leaf_weight=96 64 80 54 52 1355 57 58 83 83 351
leaf_count=96 64 80 54 52 1355 57 58 83 83 351
internal_value=0 0.000888441 0.0022012 0.000969811 0.00102506 0.00233651 0.000950948 0.000897046 0.000826006 0.000752845
internal_weight=0 2183 150 2103 2039 109 1930 1872 1789 1706
internal_count=2333 2183 150 2103 2039 109 1930 1872 1789 1706
is_linear=0
shrinkage=0.00736598


Tree=1246
num_leaves=16
num_cat=0
split_feature=50 480 14 4 1 50 43 4 1 151 42 42 1 156 43
split_gain=2.98714 3.84673 3.35163 5.26821 5.17956 3.01051 2.87394 2.99523 2.72135 1.44403 1.14384 2.08825 0.918916 0.778454 0.296605
threshold=1.0000000180025095e-35 -0.039079999999999997 -0.31455999999999995 0.5105900000000001 0.13712000000000005 0.089915000000000009 -0.23919999999999997 -0.17689999999999997 0.080270000000000022 -1.0000000180025095e-35 -0.0060199999999999993 0.083985000000000018 0.089910000000000004 0.090500000000000011 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -2 -4 13 -9 -7 -11 -12 14 -8 -13
right_child=5 2 3 -5 -6 9 7 8 -10 10 11 12 -14 -15 -16
leaf_value=-0.0013513036044266308 0.002816848693793911 -0.0010335356721343676 0.0021217935933928352 0.002947304739507751 -0.0014903937816305691 5.724984870516947e-05 0.002354490458089564 0.00087919491317406655 0.00016491107133320148 0.00058020516164247792 0.0027594365008108915 0.0011018885697817444 0.0018054962079845655 0.0011739937020144148 0.00028830188201288913
leaf_weight=52 73 59 94 66 59 63 75 918 476 90 66 54 77 59 52
leaf_count=52 73 59 94 66 59 63 75 918 476 90 66 54 77 59 52
internal_value=0 0.000703125 0.000762323 0.00082302 0.000739567 0.00138439 0.000820732 0.000740639 0.000635352 0.00112406 0.00132208 0.0015899 0.00116765 0.00183533 0.000703542
internal_weight=0 1858 1806 1747 1681 475 1622 1528 1394 402 339 249 183 134 106
internal_count=2333 1858 1806 1747 1681 475 1622 1528 1394 402 339 249 183 134 106
is_linear=0
shrinkage=0.00766357


Tree=1247
num_leaves=18
num_cat=0
split_feature=49 50 51 0 150 4 0 12 16 0 481 15 16 0 4 15 12
split_gain=3.36457 3.18821 9.11147 3.76752 3.75488 4.96947 8.06337 6.08546 8.17433 4.74488 2.85258 2.02319 1.77625 1.5963 1.16386 1.33416 0.715353
threshold=0.14255500000000002 1.0000000180025095e-35 0.098415000000000016 -0.062324999999999998 0.12026500000000001 0.24099500000000004 -0.14989499999999997 -1.0000000180025095e-35 -0.49181999999999998 -0.13314999999999996 -0.08452999999999998 -0.11984499999999999 -0.116045 -0.077259999999999981 -0.016339999999999997 0.088005000000000014 0.087435000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 -1 8 -7 -8 -11 -9 -3 14 15 -14 -16
right_child=-2 3 -4 -5 -6 7 9 11 -10 10 -12 -13 13 -15 16 -17 -18
leaf_value=0.0033792726468650867 -0.00087088727433483077 0.0022154587559375127 -0.0021843642360656087 0.0032941879925985859 0.0027617065669411512 0.0031539328323150098 -0.0011853257539818527 -0.0006993936861290908 -0.00081299363277505233 -0.00093222571300833235 0.00090311305127896988 -0.0026857870249384335 -0.000832656131823984 0.0017387174775139083 0.0017846468790022169 0.0007358321614938018 0.00049139516131800219
leaf_weight=73 79 71 68 54 54 55 76 75 75 54 1216 54 60 90 52 74 53
leaf_count=73 79 71 68 54 54 55 76 75 75 54 1216 54 60 90 52 74 53
internal_value=0 0.000769841 0.00062211 0.00135537 0.000732343 0.000666986 0.000848741 -0.000328489 0.00086468 0.000711437 0.000825009 -0.00153155 0.00109343 0.000851031 0.000516407 3.29012e-05 0.00113266
internal_weight=0 2254 1800 454 1732 1678 1419 259 130 1346 1270 129 400 329 239 134 105
internal_count=2333 2254 1800 454 1732 1678 1419 259 130 1346 1270 129 400 329 239 134 105
is_linear=0
shrinkage=0.00781684


Tree=1248
num_leaves=17
num_cat=0
split_feature=133 1 13 42 402 1 49 4 42 49 1 41 13 0 49 13
split_gain=2.91021 4.27733 6.35571 3.60806 2.37415 7.13979 4.27435 4.30564 2.35207 2.48705 5.554 2.88988 2.84288 1.74006 1.67156 0.570168
threshold=-0.24166499999999999 0.13702500000000004 -0.08533499999999998 -0.0091049999999999985 0.023625000000000004 0.078015000000000015 -0.07107999999999999 -0.014319999999999998 0.12199500000000001 -0.015064999999999999 0.099325000000000011 0.075585000000000013 -0.089024999999999979 -0.081444999999999976 -0.095209999999999975 -0.083814999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 6 13 7 -2 9 10 -8 12 -11 15 -9 -6
right_child=1 2 -4 -5 5 -7 8 14 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.00064173432457042482 0.0032597291017543999 -0.0025546039394251916 0.00063098643343547007 0.0028418762946696191 -0.00043214924089768564 -0.0019395893740762444 -0.0018879927324828502 9.9822847664770872e-06 -0.00091940054281897262 -0.00036550528020818469 0.0011443520171471521 0.0020295806418478106 0.00066356246003663577 0.0014501742941683048 0.0015816557610749539 0.000485142624335122
leaf_weight=96 52 53 64 54 52 70 58 53 52 138 54 65 1246 70 77 79
leaf_count=96 52 53 64 54 52 70 58 53 52 138 54 65 1246 70 77 79
internal_value=0 0.000454108 -0.000811438 0.00143427 0.000525812 -6.76454e-05 0.00061545 0.00160422 0.000503839 0.000551296 -0.000425321 0.000626834 0.000560901 0.000583914 0.000941455 0.000120472
internal_weight=0 2183 117 150 2066 271 1795 182 1613 1561 112 1449 1384 201 130 131
internal_count=2333 2183 117 150 2066 271 1795 182 1613 1561 112 1449 1384 201 130 131
is_linear=0
shrinkage=0.00680503


Tree=1249
num_leaves=28
num_cat=0
split_feature=12 2 2 2 2 51 12 0 150 16 16 2 2 0 157 0 2 0 0 16 133 47 403 0 403 2 12
split_gain=189.402 58.3507 44.5133 58.6818 21.8266 12.3393 9.10107 7.05443 6.82726 6.61119 7.23654 5.64782 5.62178 4.07819 3.81571 5.61713 3.51367 3.45108 2.52413 2.43635 2.41884 2.32354 2.83154 2.80214 2.25142 1.8781 1.65191
threshold=0.054520000000000006 0.13388500000000003 0.11668500000000002 -1.0000000180025095e-35 0.106285 -0.09193999999999998 0.093270000000000006 -0.066044999999999979 0.084335000000000007 -0.24235499999999996 -0.072534999999999988 0.14530500000000005 0.088850000000000012 -0.096374999999999975 1.0000000180025095e-35 -0.046734999999999992 0.10550500000000002 -0.081854999999999997 -0.099059999999999995 0.11346000000000002 0.071360000000000021 0.089100000000000013 -0.085464999999999985 -0.080514999999999989 -0.14032999999999998 0.093365000000000017 0.098785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 7 5 -5 12 -1 25 -8 26 17 18 -14 15 16 -12 -4 -2 20 -15 22 24 -24 -20 -7 -11
right_child=1 -3 11 4 -6 8 9 -9 -10 10 14 -13 13 19 -16 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0010687552762364229 0.0034634086221349866 0.0008027730930042728 0.00051885719600810152 0.0034513604426686115 0.0014554280997182032 0.0029002451472899915 0.0019477166500373503 2.3419244476673932e-05 0.0017265291854362019 0.0033079160445457154 0.0027318809739302554 0.00017761621372127978 0.0022703944283485804 0.0026993241541866581 0.0030377970054240228 0.0018416456370991736 0.0021960769048615949 0.0012215597015546626 0.0030606598048960139 0.0025415562047272321 0.0032030858971284649 0.0026301007062153555 0.0030760376400079553 0.0035529012976484556 0.0025825411676352761 0.0023551388236316491 0.0028885770763695988
leaf_weight=52 59 61 54 57 96 55 53 57 52 70 186 73 66 71 57 52 72 65 85 76 95 60 418 60 83 53 95
leaf_count=52 59 61 54 57 96 55 53 57 52 70 186 73 66 71 57 52 72 65 85 76 95 60 418 60 83 53 95
internal_value=0 0.00277386 0.00144635 0.00181897 0.00227045 0.00263092 0.00284637 0.000522313 0.00233849 0.00264017 0.00270911 0.000627237 0.00295877 0.00272408 0.00254832 0.00245825 0.00258244 0.00090287 0.00305323 0.00284772 0.00298775 0.00301892 0.003055 0.00313594 0.00282458 0.00263294 0.00306661
internal_weight=0 1719 614 422 313 217 1658 109 160 585 532 192 1073 308 367 310 258 119 765 242 166 706 646 478 168 108 165
internal_count=2333 1719 614 422 313 217 1658 109 160 585 532 192 1073 308 367 310 258 119 765 242 166 706 646 478 168 108 165
is_linear=0
shrinkage=0.00205156


Tree=1250
num_leaves=20
num_cat=0
split_feature=2 2 2 0 2 133 0 40 11 0 2 47 155 160 133 133 0 13 133
split_gain=337.616 231.129 111.052 81.7101 31.2395 25.7976 24.8944 18.9792 11.0673 12.3797 9.95903 9.04045 6.92872 7.26771 5.86851 5.75739 5.73972 4.11091 3.1846
threshold=0.12399000000000002 -1.0000000180025095e-35 0.099675000000000014 -0.13010499999999997 0.16394500000000004 0.086805000000000007 -0.081854999999999997 -0.0095299999999999985 1.0000000180025095e-35 -0.10120999999999998 0.088005000000000014 0.11069000000000002 0.10663500000000002 0.0065900000000000012 0.047025000000000004 -1.0000000180025095e-35 -0.18560999999999997 -0.047309999999999998 0.11588000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 16 6 -1 -2 -3 9 10 -9 18 13 14 15 -5 -4 -8 -11
right_child=4 2 3 12 -6 -7 17 8 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.011316778073135681 0.0095622691296174313 0.012577833893091767 0.011643662972148043 0.013016103047735542 0.0087839304943056092 0.009300397530915357 0.010977961886568605 0.013801486190625741 0.014851642587290331 0.014070240357128361 0.012507651622115607 0.013064685523355902 0.01391654047208073 0.013741569997644998 0.013347276698391197 0.011927106766292635 0.01065882153495269 0.01187974486599667 0.013734062996009516
leaf_weight=96 57 59 56 54 54 56 53 74 72 1010 61 59 66 63 69 56 83 63 194
leaf_count=96 57 59 56 54 54 56 53 74 72 1010 61 59 66 63 69 56 83 63 194
internal_value=0 0.0133751 0.0135905 0.0125567 0.0103512 0.0105741 0.0108402 0.0138927 0.0139455 0.0138988 0.0132171 0.0139717 0.013234 0.0130477 0.0128034 0.0124619 0.0110558 0.0114679 0.0140161
internal_weight=0 2128 1976 447 227 152 173 1529 1470 1398 135 1263 308 242 179 110 139 116 1204
internal_count=2355 2128 1976 447 227 152 173 1529 1470 1398 135 1263 308 242 179 110 139 116 1204
is_linear=0
shrinkage=0.00235659


Tree=1251
num_leaves=21
num_cat=0
split_feature=4 39 2 0 2 40 2 14 0 0 4 0 4 52 160 4 52 50 52 49
split_gain=306.161 119.899 75.8018 39.3754 21.9492 19.2645 15.0274 9.85437 12.3792 12.4378 11.1808 13.7552 9.47614 9.13972 7.63303 5.59202 3.57494 2.5218 2.24259 0.626321
threshold=0.30163500000000004 0.085245000000000015 0.10836000000000003 -0.077724999999999975 0.14062000000000005 -0.08416499999999999 0.13290500000000002 0.076975000000000002 -0.13314999999999996 -0.076539999999999983 -0.17689999999999997 -0.065249999999999989 0.020345000000000005 -1.0000000180025095e-35 -0.067104999999999984 0.42098500000000005 -0.43387499999999996 0.10786000000000001 -0.11756999999999999 0.088165000000000007
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 2 7 -4 14 -3 16 8 13 12 18 -12 17 -1 -2 -16 -5 -10 -11 -14
right_child=4 5 3 6 -6 -7 -8 -9 9 10 11 -13 19 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0051801462675777482 0.0046414060329397818 0.0029897948313391109 0.0038438390309729997 0.0069457331298203714 0.0020653813146487283 0.0049025025844707448 0.0048322211444830907 0.0077471077312102508 0.0070842644516821377 0.0066989379361463855 0.0065001761334381493 0.0052046476679751662 0.0064481004633591679 0.0066615153771063572 0.0040578629931909884 0.0030165447587031107 0.0060952711782039839 0.0066765184258582057 0.0074027925156882985 0.0060655759719624759
leaf_weight=54 57 52 80 53 58 101 54 69 886 59 181 76 72 55 66 69 85 114 62 52
leaf_count=54 57 52 80 53 58 101 54 69 886 59 181 76 72 55 66 69 85 114 62 52
internal_value=0 0.00642762 0.00659809 0.00534835 0.00344158 0.00425261 0.00597509 0.00680041 0.00675984 0.0068202 0.00641899 0.00611717 0.0069551 0.00592788 0.00385716 0.00352584 0.0064221 0.00703781 0.00705982 0.00628791
internal_weight=0 2105 1952 272 250 153 192 1680 1611 1502 378 257 1124 109 192 135 138 1000 121 124
internal_count=2355 2105 1952 272 250 153 192 1680 1611 1502 378 257 1124 109 192 135 138 1000 121 124
is_linear=0
shrinkage=0.00255085


Tree=1252
num_leaves=26
num_cat=0
split_feature=4 12 2 2 12 14 4 2 2 49 2 12 4 2 52 16 16 16 402 2 481 133 4 16 403
split_gain=288.899 95.3511 39.9987 53.3465 24.068 19.274 15.8253 14.5706 12.3605 8.58202 6.56581 6.52543 6.11441 5.22983 4.7217 5.18649 4.99759 4.19873 3.92968 2.53675 2.07768 1.56087 1.47192 0.835468 0.801234
threshold=0.30163500000000004 0.077755000000000005 -0.0091949999999999983 0.10803500000000001 0.13071000000000002 -0.42495999999999995 -0.062804999999999986 0.12708000000000003 0.098365000000000022 0.0060900000000000008 0.10686000000000002 0.092495000000000008 -0.00059999999999999995 0.090715000000000004 -0.53937999999999986 -0.015159999999999998 0.41484500000000007 0.00088000000000000003 0.092300000000000007 0.088745000000000004 -0.08452999999999998 0.048520000000000008 0.018150000000000003 -0.072054999999999994 0.10284500000000001
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=1 2 -1 6 8 -2 -4 10 11 -5 -7 18 17 -8 -10 22 -17 23 19 20 -3 -21 -16 -13 -20
right_child=5 4 3 9 -6 7 13 -9 14 -11 -12 12 -14 -15 15 16 -18 -19 24 21 -22 -23 -24 -25 -26
leaf_value=0.0010064870315040085 0.0023552395049632018 0.0038987801914292957 0.0046307837849931151 0.0013050377557638393 0.002481963765469105 0.00072097533442649171 0.0037583725763147744 -0.00021893790843842718 0.0042379427211666765 0.0025546861498918082 0.0018010610298854035 0.0044373851187774569 0.0033527957094209816 0.0028893185636901624 0.0041226518561355355 0.002587522564262599 0.0036392926098819077 0.003669932860698498 0.0049113146358465984 0.0037757796444692722 0.0043876282284989465 0.0042124618336631149 0.0035745191164033101 0.0041093055618936104 0.0045059446940169641
leaf_weight=61 54 56 82 72 53 76 82 63 67 57 57 120 78 79 60 52 53 86 69 82 593 118 56 77 52
leaf_count=61 54 56 82 72 53 76 82 63 67 57 57 120 78 79 60 52 53 86 69 82 593 118 56 77 52
internal_value=0 0.00381674 0.00281125 0.00310712 0.00407712 0.00108348 0.00377045 0.000732967 0.00412932 0.00185741 0.00118406 0.00422715 0.00395045 0.0033321 0.00367712 0.00350698 0.00311866 0.00411508 0.0043301 0.00427203 0.00434549 0.00403355 0.00385826 0.00430928 0.00473732
internal_weight=0 2105 433 372 1672 250 243 196 1619 129 133 1331 361 161 288 221 105 283 970 849 649 200 116 197 121
internal_count=2355 2105 433 372 1672 250 243 196 1619 129 133 1331 361 161 288 221 105 283 970 849 649 200 116 197 121
is_linear=0
shrinkage=0.00240373


Tree=1253
num_leaves=22
num_cat=0
split_feature=10 10 0 2 0 43 4 43 4 12 12 2 12 12 0 133 484 4 1446 15 15
split_gain=6.65105 5.40498 7.91832 2.69975 4.17329 4.41057 4.22875 4.12981 4.75769 3.50027 3.71895 3.12927 5.01246 3.61009 2.29426 2.28835 3.75845 4.20768 2.26933 1.90892 0.59472
threshold=0.058500000000000003 -1.0000000180025095e-35 -0.070064999999999975 0.097145000000000023 0.014040000000000002 -1.0000000180025095e-35 -0.082634999999999986 -0.15582499999999996 -0.060264999999999992 0.083785000000000012 0.084160000000000013 0.087765000000000024 0.089045000000000013 0.08073000000000001 0.12113000000000002 -0.059434999999999995 -0.062219999999999991 0.42953500000000006 0.087985000000000022 -0.011389999999999999 0.076335000000000014
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 2 -1 4 5 9 -7 -5 14 19 -11 13 -13 -8 20 -10 -17 -18 -12 -3 -9
right_child=-2 3 -4 7 -6 6 11 8 15 10 18 12 -14 -15 -16 16 17 -19 -20 -21 -22
leaf_value=0.0023682299534638729 -0.0010567321630125341 0.0029344599290075557 -0.002105535124737907 -0.00062753274513332861 0.0045257244391319514 -0.00085580208675398672 0.0043571408373348202 0.0045471220793705351 0.00023946218133909605 0.00020411382434625563 0.0023440630825912363 -0.0012252115822065303 0.0023399076251313347 0.0017173554468195675 0.0018743258161504186 -0.00021024787440672139 0.0016402705461395308 0.0042676232187962302 0.0040991373599401559 0.0051366348495670792 0.0032313300358192162
leaf_weight=61 54 68 57 54 61 53 54 52 99 58 816 55 63 136 71 63 262 55 59 52 52
leaf_count=61 54 68 57 54 61 53 54 52 99 58 816 55 63 136 71 63 262 55 59 52 52
internal_value=0 0.00200637 0.000206393 0.00210362 0.00231405 0.00221858 0.00139478 0.00166508 0.00185452 0.00250091 0.00232222 0.00178236 0.000677419 0.0024681 0.00307281 0.00140923 0.00171375 0.00209641 0.00246251 0.0038895 0.00389011
internal_weight=0 2301 118 2183 1475 1414 361 708 654 1053 933 308 118 190 175 479 380 317 875 120 104
internal_count=2355 2301 118 2183 1475 1414 361 708 654 1053 933 308 118 190 175 479 380 317 875 120 104
is_linear=0
shrinkage=0.00863042


Tree=1254
num_leaves=17
num_cat=0
split_feature=1348 9 48 48 457 2 43 16 12 1452 16 1 16 16 16 48
split_gain=5.67733 5.06529 3.49661 2.8607 2.45116 3.22615 4.97977 3.63974 3.05484 3.15799 2.30246 3.25134 3.14723 1.53411 1.53287 1.5216
threshold=0.084620000000000015 -1.0000000180025095e-35 0.084620000000000015 -0.080689999999999984 0.035070000000000011 0.095935000000000006 -0.07520499999999998 -0.080419999999999978 -1.0000000180025095e-35 0.086765000000000023 0.16141000000000003 0.092900000000000024 -0.087699999999999986 0.0039400000000000008 -0.095794999999999977 0.091635000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 13 -8 -5 -10 11 14 -13 -7 -4 -16
right_child=-2 2 10 4 -6 6 7 -9 9 -11 -12 12 -14 -15 15 -17
leaf_value=-0.00041764278160566422 -0.00089806624200326627 0.002889599888874975 0.002489546505501033 0.0029874876897841149 0.0025802496654834511 -0.00063484963101568235 0.0024051985648208241 0.00092396359910953821 0.0013622081832246932 0.0029386518398698399 -0.00036934367699771408 -0.00074126905812822361 0.0010359586638903329 0.0006095389893045407 0.00039364466460656001 0.0017737956317292695
leaf_weight=73 52 53 52 55 67 83 95 243 1079 55 62 68 103 80 57 78
leaf_count=73 52 53 52 55 67 83 95 243 1079 55 62 68 103 80 57 78
internal_value=0 0.00124382 0.00129824 0.0014206 0.00137625 0.00132847 0.000896519 0.00134049 0.00151043 0.00143873 0.000770754 0.000968393 0.000328824 -2.36868e-05 0.00155287 0.00119157
internal_weight=0 2303 2230 1810 1757 1690 501 338 1189 1134 420 358 171 163 187 135
internal_count=2355 2303 2230 1810 1757 1690 501 338 1189 1134 420 358 171 163 187 135
is_linear=0
shrinkage=0.00641253


Tree=1255
num_leaves=25
num_cat=0
split_feature=1 4 3 123 2 2 3 13 2 3 157 1 1 47 484 484 16 2 42 4 133 16 3 13
split_gain=416.8 87.0436 44.0688 33.9673 21.446 20.4405 10.3452 9.80685 8.26849 8.05503 7.36245 7.57722 5.93243 5.52775 5.54344 6.02833 5.44774 4.93155 3.92928 4.60051 3.49853 1.79756 1.42825 1.04197
threshold=0.10491000000000002 0.27287000000000006 -0.069254999999999997 1.0000000180025095e-35 0.13538500000000001 0.092365000000000017 -0.0076849999999999991 -0.07965499999999999 0.11517500000000001 0.085315000000000016 0.0029950000000000007 0.088595000000000021 0.12007000000000002 0.085270000000000026 0.085560000000000011 0.091180000000000011 -0.061784999999999993 0.097880000000000009 0.088775000000000007 -0.095209999999999975 0.022390000000000004 -0.046599999999999996 -0.077584999999999987 -0.087529999999999983
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 -2 5 12 9 -4 20 -8 13 11 16 -3 14 18 -16 22 -18 19 -1 -7 -15 -9 -20
right_child=1 4 6 -5 -6 7 8 10 -10 -11 -12 -13 -14 21 15 -17 17 -19 23 -21 -22 -23 -24 -25
leaf_value=0.014513990463106301 0.013143054227907812 0.010943496566879119 0.010489459887503527 0.011846905584372073 0.0090383483218932584 0.013165578671005122 0.01231051820541715 0.013497256561334872 0.011005350843332014 0.01278587510117137 0.013644422391061764 0.011989941525882203 0.010035064572263695 0.01346740501396137 0.012629072745734812 0.013705021255146381 0.013148065041269235 0.01233463359987385 0.013209861959516535 0.013788237832825369 0.013920393682206454 0.012882281298475117 0.013025988873833336 0.013585686802908148
leaf_weight=52 97 78 68 77 84 59 52 67 53 64 61 57 78 57 53 61 64 112 58 611 80 63 84 184
leaf_count=52 97 78 68 77 84 59 52 67 53 64 61 57 78 57 53 61 64 112 58 611 80 63 84 184
internal_value=0 0.0109947 0.0118951 0.0133521 0.00998166 0.013417 0.0111952 0.0130612 0.011652 0.0135896 0.0128928 0.0127734 0.0104894 0.0136348 0.0136906 0.013205 0.0129099 0.0126306 0.0137518 0.0138452 0.0136002 0.0131604 0.0132353 0.0134957
internal_weight=0 510 270 1864 240 1787 173 584 105 1203 445 384 156 1139 1019 114 327 176 905 663 139 120 151 242
internal_count=2374 510 270 1864 240 1787 173 584 105 1203 445 384 156 1139 1019 114 327 176 905 663 139 120 151 242
is_linear=0
shrinkage=0.00231039


Tree=1256
num_leaves=23
num_cat=0
split_feature=1 52 1 3 39 1 2 2 51 158 52 48 52 3 484 156 0 3 0 47 0 158
split_gain=315.291 66.1144 34.9866 25.3713 21.5228 13.436 12.976 12.1963 10.2985 8.13766 6.70542 5.40038 5.62758 4.98649 4.7918 19.4697 7.46575 4.64337 4.36573 4.08167 3.44202 1.45024
threshold=0.10491000000000002 -0.40011499999999994 0.13686500000000004 -0.038414999999999998 0.081875000000000017 0.094090000000000021 0.10575500000000002 0.11177500000000001 0.080335000000000018 0.07968500000000002 0.086400000000000018 0.082225000000000006 -0.048309999999999992 0.0025650000000000004 0.085560000000000011 0.087380000000000013 -0.14097999999999997 -0.083039999999999989 -0.097414999999999988 0.085270000000000026 -0.065794999999999979 0.112085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 7 -6 -3 9 13 11 -9 14 -13 -5 16 -16 -1 -18 -11 -14 -4 -20
right_child=1 2 20 8 5 -7 -8 10 -10 18 -12 12 19 -15 15 -17 17 -19 21 -21 -22 -23
leaf_value=0.0049291800271744667 0.0042350726129830665 0.0035672855740439516 0.0011522399191753209 0.0009463780484749955 0.0037921010279862565 0.0022327193050570011 0.0021240042586281364 0.0030390406854672036 0.0024591725062720455 0.0050668936122991439 0.0040318532360099375 0.003250041860636892 0.0043879765650924191 0.0017352330434962414 0.0043665510310477865 0.0026854520480180323 0.004245689918009163 0.00395493709767567 0.0040952957004050244 0.0036066101539132811 0.00041235272824953397 0.0045852735055315012
leaf_weight=54 58 67 56 69 53 52 53 86 58 52 52 79 63 85 83 54 513 538 68 65 64 52
leaf_count=54 58 67 56 69 53 52 53 86 58 52 52 79 63 85 83 54 513 538 68 65 64 52
internal_value=0 0.00204651 0.00176563 0.00212982 0.00397846 0.00302006 0.00293003 0.00403566 0.00167676 0.00408862 0.00341331 0.00403533 0.00370856 0.00138194 0.00408978 0.0037041 0.00413757 0.00409688 0.00453744 0.00399137 0.000757827 0.00430781
internal_weight=0 510 452 332 1864 105 120 1759 212 1621 138 1449 207 154 1242 137 1105 1051 172 128 120 120
internal_count=2374 510 452 332 1864 105 120 1759 212 1621 138 1449 207 154 1242 137 1105 1051 172 128 120 120
is_linear=0
shrinkage=0.00217713


Tree=1257
num_leaves=20
num_cat=0
split_feature=4 2 123 2 2 52 52 1429 160 133 2 4 2 2 403 16 42 51 16
split_gain=372.728 111.55 87.1828 27.7436 22.9423 14.4441 19.947 11.4365 17.7481 11.3034 8.59204 8.10485 9.73448 7.41751 4.80439 4.72336 4.41701 4.39792 3.3194
threshold=0.30163500000000004 0.13673000000000005 1.0000000180025095e-35 0.10859000000000001 0.14062000000000005 -0.41304999999999997 -0.013014999999999999 0.084770000000000012 -0.063534999999999994 0.085980000000000015 0.064660000000000009 -0.082249999999999976 0.095935000000000006 0.11891500000000001 -0.0060599999999999994 -0.082219999999999988 0.085790000000000019 0.11349000000000002 -0.10654499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 10 -5 -7 11 -9 -4 -2 14 17 -12 16 -16 -1 -13 -14
right_child=4 -3 9 5 -6 6 -8 8 -10 -11 13 12 18 -15 15 -17 -18 -19 -20
leaf_value=0.0055333729724214922 0.0015873379716593314 0.0022532551533400299 0.0036246277035075752 0.0051713316318824651 0.00058790780197698605 0.0026514873740683558 0.0044901910669997375 0.0036165268748657108 0.0054560245713057469 0.0021351021169659021 0.0032793275664657852 0.0052266310311977109 0.0050610368500526807 0.0020873360277952483 0.0057992947154570417 0.0050457997716348161 0.0063211108773878633 0.0045183068103312445 0.0043427860730328657
leaf_weight=163 74 90 61 63 64 52 89 65 53 53 52 914 53 66 63 180 53 52 114
leaf_count=163 74 90 61 63 64 52 89 65 53 53 52 914 53 66 63 180 53 52 114
internal_value=0 0.00482103 0.00493497 0.00505424 0.00181037 0.0042321 0.00381227 0.0051523 0.00444296 0.00293235 0.00221772 0.00520486 0.00509751 0.00261283 0.00546979 0.00524125 0.00572678 0.00518853 0.00457088
internal_weight=0 2118 2028 1914 256 204 141 1710 118 114 192 1592 1133 118 459 243 216 966 167
internal_count=2374 2118 2028 1914 256 204 141 1710 118 114 192 1592 1133 118 459 243 216 966 167
is_linear=0
shrinkage=0.00235659


Tree=1258
num_leaves=16
num_cat=0
split_feature=4 148 49 16 0 12 16 0 49 16 12 0 4 0 4
split_gain=7.97336 4.43513 5.06589 3.41938 4.01323 3.89601 6.00573 15.2713 4.39644 3.30424 4.32766 2.86415 5.54716 2.67009 2.19048
threshold=0.41181500000000004 -0.065034999999999996 -0.15031499999999998 -0.14483499999999996 -0.10803999999999998 1.0000000180025095e-35 0.15454000000000004 -0.067969999999999989 -0.053439999999999994 -0.14483499999999996 -0.081314999999999985 0.11535000000000002 -0.10429499999999998 -0.14097999999999997 -0.082634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 13 6 7 8 -5 10 -2 12 -7 -4 -14
right_child=9 2 3 5 -6 11 -8 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=0.00067166171697754975 0.0026870941479833388 0.0043915565306609184 0.0029005012493723724 0.0033339491988063769 0.0019307254983373587 -2.676298809307845e-05 0.0032109635649539407 -0.0021235980781581652 0.0010816392333316759 -0.00065530933198506593 0.00031009790453782139 0.0035261039976665601 0.0028171053931564873 0.0051334684485050946 0.0021028989893526273
leaf_weight=96 65 53 56 67 87 56 70 64 124 61 94 81 270 52 1078
leaf_count=96 65 53 56 67 87 56 70 64 124 61 94 81 270 52 1078
internal_value=0 0.00216026 0.00222966 0.00217247 0.00306407 0.00207638 0.00137363 0.000868971 0.00187211 0.000744711 0.0012823 0.00223012 0.0021553 0.00397633 0.00224601
internal_weight=0 2154 2058 2005 195 1810 325 255 191 220 159 1485 1404 108 1348
internal_count=2374 2154 2058 2005 195 1810 325 255 191 220 159 1485 1404 108 1348
is_linear=0
shrinkage=0.00707995


Tree=1259
num_leaves=22
num_cat=0
split_feature=4 12 15 4 150 16 16 4 4 12 48 11 12 52 4 48 16 52 160 1456 131
split_gain=225.604 75.3684 24.2709 24.1917 21.7451 17.0003 25.4752 19.6249 16.2352 15.5784 14.085 12.7087 7.29871 4.16431 4.02887 3.79824 3.37278 2.89047 2.04134 1.28748 1.23948
threshold=0.30163500000000004 0.077755000000000005 -0.42443999999999993 0.42098500000000005 0.08882000000000001 -0.14169499999999999 0.15454000000000004 -0.0047649999999999993 0.5137400000000002 0.11721500000000001 0.082665000000000016 1.0000000180025095e-35 0.09141500000000001 -0.090619999999999992 -0.082084999999999977 0.014805 0.03851000000000001 -0.45478499999999994 -0.52399499999999988 0.056325000000000007 1.0000000180025095e-35
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 4 8 -4 5 -1 7 10 -2 11 -7 12 15 17 -15 18 -13 -14 -3 -20 -16
right_child=2 9 3 -5 -6 6 -8 -9 -10 -11 -12 16 13 14 20 -17 -18 -19 19 -21 -22
leaf_value=0.004464590874266843 0.0032466108440672454 0.0047226386213358451 0.0017284086416434815 -0.00036466199343484183 0.0018334748823290133 0.0012903032252255609 0.0041128957032400505 0.0034165493931899143 0.0016087243991656679 0.0032004940950708049 0.0028248853808246549 0.0043964179003834637 0.0038798868696849767 0.0045069433390054498 0.0038241898882689089 0.0037889333105608665 0.0051607727508577563 0.0031389878231806328 0.0042066184540272911 0.0045020282860355875 0.0041343232831339179
leaf_weight=52 53 52 68 52 70 66 85 96 83 98 62 53 54 68 307 97 76 60 637 93 92
leaf_count=52 53 52 68 52 70 66 85 96 83 98 62 53 54 68 307 97 76 60 637 93 92
internal_value=0 0.00387526 0.00157886 0.000821206 0.00301279 0.0032414 0.00303548 0.00262652 0.0022472 0.00409559 0.00203381 0.00415078 0.00408926 0.00388779 0.00398481 0.00422239 0.00484693 0.00349016 0.00427613 0.00424429 0.00389576
internal_weight=0 2118 256 120 431 361 309 224 136 1687 128 1589 1460 581 467 879 129 114 782 730 399
internal_count=2374 2118 256 120 431 361 309 224 136 1687 128 1589 1460 581 467 879 129 114 782 730 399
is_linear=0
shrinkage=0.00231039


Tree=1260
num_leaves=27
num_cat=0
split_feature=2 2 2 0 0 0 2 15 15 151 43 1456 484 15 16 0 42 16 15 0 160 42 457 2 401 11
split_gain=143.227 73.0087 23.8182 19.1943 17.992 14.7314 14.7405 8.46636 6.73012 8.03369 7.0162 5.47772 6.79897 4.94972 9.10941 14.4418 4.47423 4.09517 3.65033 3.20022 3.37919 2.36882 5.04544 1.51111 1.42814 0.736839
threshold=0.12454500000000002 -0.0091949999999999983 0.10060500000000001 -0.13740499999999997 -0.068669999999999995 -0.084114999999999981 0.15227000000000004 -0.10114499999999998 1.0000000180025095e-35 -0.044604999999999992 0.0054600000000000004 -0.071109999999999993 0.085560000000000011 0.0056700000000000006 0.39524000000000009 -0.069974999999999996 0.081180000000000016 0.21684500000000004 0.084050000000000014 -0.084044999999999995 -0.011514999999999999 0.08400500000000001 0.083995000000000014 0.087170000000000011 0.086285000000000014 0.082245000000000013
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 4 8 7 -1 -2 -7 -4 9 21 18 -11 17 14 15 -5 -12 -13 -10 20 -20 22 -3 -23 -21 -16
right_child=5 2 3 13 -6 6 -8 -9 10 11 16 12 -14 -15 25 -17 -18 -19 19 24 -22 23 -24 -25 -26 -27
leaf_value=0.0033070907968386289 0.0011130473453006213 0.0052572980992909822 0.0035285166193813099 0.0039573784262506382 0.0015341791652744685 0.0029597902024777957 0.0013974108212630126 0.0022461921699539616 0.0050497432599797311 0.0045009308662824835 0.004405826555121603 0.0040542637082828679 0.0030124952476700789 0.004504630481621922 0.0040923522129587163 0.0023674632756919564 0.0035935974779464476 0.0034700325211814561 0.0052317392751339148 0.0042520953588502724 0.0045003098637357445 0.0045288887752117776 0.0042089817795110604 0.0039692859413439372 0.0046674736411586523 0.0045034928105092045
leaf_weight=57 76 53 52 88 79 99 54 70 68 82 71 326 53 66 54 53 89 89 53 293 122 53 54 62 59 52
leaf_count=57 76 53 52 88 79 99 54 70 68 82 71 326 53 66 54 53 89 89 53 293 122 53 54 62 59 52
internal_value=0 0.00398099 0.00409906 0.00360246 0.00227743 0.0019787 0.00240853 0.00279297 0.00424051 0.00408224 0.00440231 0.00392607 0.00382529 0.0039179 0.00376101 0.00335993 0.00395418 0.00392903 0.00452277 0.00445473 0.00472198 0.00446903 0.00472848 0.00422741 0.00432179 0.00429429
internal_weight=0 2098 1962 435 136 229 153 122 1527 772 755 550 468 313 247 141 160 415 595 527 175 222 107 115 352 106
internal_count=2327 2098 1962 435 136 229 153 122 1527 772 755 550 468 313 247 141 160 415 595 527 175 222 107 115 352 106
is_linear=0
shrinkage=0.00240373


Tree=1261
num_leaves=28
num_cat=0
split_feature=12 2 2 2 52 2 12 2 1447 2 16 52 16 16 11 16 16 12 13 16 402 2 2 16 157 130 2
split_gain=422.556 99.3384 88.164 61.6245 36.7491 34.2083 24.7081 14.4792 10.6684 12.5935 10.6373 9.77854 15.2407 8.13617 8.11903 10.7888 5.39663 5.30912 4.32177 3.12406 2.34054 2.287 1.89516 2.33178 1.77958 1.25129 0.689553
threshold=0.054520000000000006 0.13443000000000002 0.11626500000000002 -0.0091949999999999983 0.057125000000000002 0.090605000000000005 0.09141500000000001 0.14721500000000001 -0.082824999999999982 0.088820000000000024 -0.24235499999999996 -0.087769999999999987 -0.090639999999999984 -0.38959499999999997 0.080455000000000013 0.0086100000000000013 0.00088000000000000003 0.088365000000000013 -0.057284999999999996 -0.020464999999999997 0.089785000000000018 0.097220000000000015 0.095935000000000006 -0.071854999999999988 -0.077234999999999984 -1.0000000180025095e-35 0.10332000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 5 -5 8 13 19 20 -8 -7 -13 -4 15 22 17 -11 21 -2 24 -17 23 -12 -10 -26 -24
right_child=1 -3 7 4 -6 11 10 -9 9 16 14 12 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 26 -25 25 -27 -28
leaf_value=0.00088664140373899013 0.004655160533558288 0.0012195170978205362 0.00038558052723250863 0.0037381568847892699 0.0045232469107388514 0.0027318273651656395 0.002935798555907971 -0.00028907860461465463 0.0047237609056297149 0.0031473967098949889 0.0043287610665958829 0.0023604864297967947 0.00069918275505025801 0.0015658809630162698 0.0046368932027137594 0.0039297300629988615 0.0043485603217492813 0.0040175248679320532 0.0029852922824972245 0.0054194733161576462 0.0048548432714881681 0.0033250003570495781 0.0036387129418901792 0.0038901307919201439 0.0046157855966898779 0.0043079756581341864 0.0039985656528076256
leaf_weight=100 52 61 55 84 60 58 60 66 91 70 175 61 53 66 75 76 75 75 74 60 79 57 57 99 88 342 58
leaf_count=100 52 61 55 84 60 58 60 66 91 70 175 61 53 66 75 76 75 75 74 60 79 57 57 99 88 342 58
internal_value=0 0.00405901 0.00185602 0.00243672 0.00292718 0.00255301 0.00416315 0.000564042 0.00440785 0.00431809 0.00385114 0.00197407 0.00158834 0.00102958 0.00393295 0.00384433 0.00385374 0.00359763 0.00342582 0.00506483 0.00448831 0.00367074 0.00406697 0.00417037 0.00443268 0.00437103 0.00382041
internal_weight=0 1724 603 416 316 256 1663 187 932 820 731 172 114 121 671 596 220 145 207 112 600 133 389 274 521 430 115
internal_count=2327 1724 603 416 316 256 1663 187 932 820 731 172 114 121 671 596 220 145 207 112 600 133 389 274 521 430 115
is_linear=0
shrinkage=0.00226508


Tree=1262
num_leaves=15
num_cat=0
split_feature=1 3 124 480 0 1 11 1 1 151 1 2 0 49
split_gain=12.7227 4.08864 4.89584 3.26079 4.59741 5.39519 4.43112 6.5807 6.30088 3.04127 2.42918 1.87528 1.64678 2.73316
threshold=0.11695500000000002 -0.049204999999999992 -0.070379999999999984 -0.068944999999999992 0.040035000000000008 0.080475000000000005 1.0000000180025095e-35 0.10538500000000002 0.11224000000000002 0.061780000000000009 0.13630500000000004 0.10575500000000002 -0.22384499999999996 0.12025500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 7 9 -9 12 -4 -7 -5 -14
right_child=1 2 10 4 5 11 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.0038119079939679373 0.0020308827119403087 0.0018394278553837775 0.00052771028930583247 0.0035331262382029085 -0.00036841927595747441 0.0012284849414230131 0.003793185892575312 -0.00021580732695268274 0.0026061845901350707 0.00081294461891641846 -0.0012782519408581646 0.0030023675895478907 0.002430841606502122 0.00092122708995943806
leaf_weight=60 76 58 60 59 67 58 88 94 60 57 81 53 1398 58
leaf_count=60 76 58 60 59 67 58 88 94 60 57 81 53 1398 58
internal_value=0 0.000688112 0.00017493 0.00224721 0.00220004 0.00115558 0.00230249 0.00222644 0.000883198 0.00235799 -0.000509242 0.00207613 0.00241607 0.00237076
internal_weight=0 275 199 2052 1992 178 1814 1726 154 1572 141 111 1515 1456
internal_count=2327 275 199 2052 1992 178 1814 1726 154 1572 141 111 1515 1456
is_linear=0
shrinkage=0.00680503


Tree=1263
num_leaves=25
num_cat=0
split_feature=1 3 1 4 4 1 12 12 12 52 12 12 3 4 43 4 1 40 52 12 48 133 4 133
split_gain=361.093 57.745 28.2837 23.3006 16.6161 13.2921 11.5757 10.7336 5.37819 5.35716 9.51876 6.76659 5.6609 5.47027 6.24292 4.64039 4.13565 4.08892 7.78416 3.9457 3.80848 2.79218 2.39733 2.11299
threshold=0.10491000000000002 -0.049204999999999992 0.13554500000000003 0.30163500000000004 0.054560000000000004 0.083555000000000018 -0.085209999999999994 0.11685000000000002 -0.070844999999999977 -0.043914999999999989 0.079570000000000016 0.085615000000000011 -0.15197999999999998 -0.080954999999999985 -0.013819999999999997 0.17982000000000001 0.11570500000000002 -0.064864999999999992 -1.0000000180025095e-35 0.086795000000000011 0.089575000000000016 0.089135000000000006 -1.0000000180025095e-35 -0.07218999999999999
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=4 3 17 16 6 15 -1 9 -4 10 -8 13 -12 14 -11 21 -2 -3 -19 -14 23 -6 -15 -13
right_child=1 2 8 -5 5 -7 7 -9 -10 11 12 20 19 22 -16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0022846064506629967 0.0030685571581594252 0.0014723405768519227 0.00021938527121545618 0.0010471535117076794 0.0030063777807929344 0.0017912153032812162 0.0024967292300136206 0.0023537526118001654 -0.00071873327620578865 0.0044883853934588437 0.0039162060111822845 0.0035472747578566741 0.0035211911531822563 0.0032287602164222896 0.0036051595104325002 0.0034459145201442194 0.0022757204328970977 0.0013939267794449634 0.00039359692094177631 0.0029757723490078727 0.0027700095994723046 0.0023701356793574139 0.0037698181600475901 0.0032729679417158233
leaf_weight=52 58 74 54 58 67 58 86 52 53 58 52 161 88 116 90 56 58 64 73 175 57 56 53 558
leaf_count=52 58 74 54 58 67 58 86 52 53 58 52 161 88 116 90 56 58 64 73 175 57 56 53 558
internal_value=0 0.00116152 0.000631119 0.00213073 0.00318038 0.0026628 0.00325713 0.00328983 -0.000245082 0.00332239 0.00311485 0.00339852 0.00328353 0.00365676 0.00395144 0.00294509 0.00267233 0.00107555 0.000861067 0.00315835 0.00329299 0.00271689 0.00339857 0.00333442
internal_weight=0 492 318 174 1835 237 1598 1546 107 1494 401 1093 315 317 148 179 116 211 137 263 776 123 169 719
internal_count=2327 492 318 174 1835 237 1598 1546 107 1494 401 1093 315 317 148 179 116 211 137 263 776 123 169 719
is_linear=0
shrinkage=0.00209259


Tree=1264
num_leaves=18
num_cat=0
split_feature=1 3 1 2 39 2 14 47 3 150 16 0 402 49 402 0 16
split_gain=292.16 71.2316 23.4304 17.2454 16.0457 10.6885 9.25913 7.42344 10.6957 6.53044 16.521 8.90339 5.92852 5.57403 4.34779 3.64873 1.69854
threshold=0.10538500000000002 -0.058704999999999993 0.13554500000000003 0.114165 0.081875000000000017 0.12131500000000002 0.076175000000000007 0.090100000000000013 1.0000000180025095e-35 0.083680000000000018 -0.023519999999999996 -0.14216999999999999 0.086595000000000019 0.097940000000000013 0.11522000000000002 -0.053259999999999995 -0.26987499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 15 5 6 9 8 -3 11 -11 -1 13 -13 -14 -2 -4
right_child=1 2 16 -5 -6 -7 -8 -9 -10 10 -12 12 14 -15 -16 -17 -18
leaf_value=0.0047580797156404828 0.0038709978628739998 0.00058359734010917643 -8.3314918390612334e-05 0.0018654992834339398 0.002831018152944335 0.0028423980788254591 0.0046765543729990824 0.0022847350477143372 0.001792636630071596 0.0023065378004854449 0.0039369156751010818 0.0037753820051365898 0.0044408074673490897 0.0032477002322121181 0.0037096454877155248 0.0030244770697857716 0.00048852882786400164
leaf_weight=52 58 68 53 53 103 64 63 52 92 55 84 1114 117 119 70 52 58
leaf_count=52 58 68 53 53 103 64 63 52 92 55 84 1114 117 119 70 52 58
internal_value=0 0.00170395 0.00107549 0.00294915 0.003718 0.00377055 0.00380602 0.00152577 0.00127895 0.00377196 0.00329198 0.00381727 0.0037828 0.00372447 0.00416724 0.00347105 0.000215264
internal_weight=0 486 323 163 1841 1738 1674 212 160 1611 139 1472 1420 1233 187 110 111
internal_count=2327 486 323 163 1841 1738 1674 212 160 1611 139 1472 1420 1233 187 110 111
is_linear=0
shrinkage=0.00231039


Tree=1265
num_leaves=19
num_cat=0
split_feature=3 13 0 42 160 0 3 15 160 160 160 3 3 42 0 15 15 3
split_gain=8.84412 3.93951 3.67107 2.85703 5.73254 4.28344 4.2376 3.68011 3.63915 3.15966 5.36635 3.00372 2.08591 1.54622 1.37097 1.22052 2.25168 1.17001
threshold=0.31370500000000007 0.055020000000000006 -0.034179999999999995 0.091545000000000015 0.11405000000000001 -0.071339999999999987 -0.14070999999999997 0.03981500000000001 0.09636500000000002 0.08592000000000001 0.051820000000000005 -0.066424999999999984 -0.11128999999999999 0.10017000000000002 -0.079954999999999984 -0.071974999999999983 0.094620000000000024 -0.24162499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 6 11 -1 13 9 10 -8 15 -3 -7 -14 -5 -17 -4
right_child=-2 2 17 5 -6 7 8 -9 -10 -11 -12 -13 14 -15 -16 16 -18 -19
leaf_value=0.0052562709148936491 -0.00025559163454595392 0.0036779572514623431 0.0013357684284792093 0.0031113620044053813 0.00066231334291782216 0.0030954320077232413 0.0028043635831809114 0.0045655190011077767 0.0049766762211275435 0.00094459547608511264 0.0053224172053354217 -6.9705726001441389e-05 0.00097271323563850702 0.0011086091589840483 0.0026684243002939407 0.00066548846045178531 0.0026580699206297342 -0.00037078272763386001
leaf_weight=59 81 63 59 52 77 60 1168 77 60 60 64 67 69 53 68 85 78 56
leaf_count=59 81 63 59 52 77 60 1168 77 60 60 64 67 69 53 68 85 78 56
internal_value=0 0.0025886 0.00170955 0.00272983 0.00291195 0.00215552 0.00303465 0.00313794 0.00293763 0.00284287 0.00293524 0.00149329 0.00240231 0.00216436 0.00181504 0.00198078 0.00161955 0.000503967
internal_weight=0 2275 315 1960 1488 472 1411 190 1352 1292 1232 282 200 113 137 215 163 115
internal_count=2356 2275 315 1960 1488 472 1411 190 1352 1292 1232 282 200 113 137 215 163 115
is_linear=0
shrinkage=0.0084612


Tree=1266
num_leaves=25
num_cat=0
split_feature=1 3 3 3 13 4 1 4 48 16 11 3 16 4 13 13 3 43 16 401 160 3 16 12
split_gain=194.143 41.717 20.2738 20.5627 14.3813 13.8494 10.011 9.05078 9.02478 8.12179 7.46347 12.6322 5.16069 4.34242 4.72341 4.12566 3.74739 3.35164 3.08664 2.35411 2.16761 1.82404 1.5129 1.47539
threshold=0.10335000000000001 -0.069254999999999997 0.31400500000000003 0.077930000000000013 -0.0074049999999999993 0.036620000000000007 0.083555000000000018 0.30163500000000004 0.092475000000000016 -0.18776499999999999 1.0000000180025095e-35 -0.11327499999999999 -0.39442499999999997 -0.082249999999999976 -0.0095949999999999976 -0.023454999999999997 0.13772500000000001 -0.018199999999999997 -0.0063399999999999993 0.085900000000000018 -0.0064899999999999992 -0.088919999999999985 -0.0058249999999999994 0.096475000000000019
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=5 9 3 4 7 8 12 -3 10 -2 11 -1 -7 17 19 -10 -5 21 -16 -15 -19 -13 -14 -11
right_child=1 2 -4 16 -6 6 -8 -9 15 23 -12 13 22 14 18 -17 -18 20 -20 -21 -22 -23 -24 -25
leaf_value=0.002619187744187867 0.0022352679901704807 0.0025488445971896794 0.00030932344294269654 0.0030891912839437988 0.0002833200304392678 0.0040140703419532207 0.0022548250758470246 0.0011674321735615854 0.0035605061650004861 0.0037154758447611787 0.0046806282682034153 0.0040748245485438799 0.0029109815101248898 0.0038531523076190395 0.0033015759907313725 0.0026172807528640203 0.0021768243580401977 0.004798304934782404 0.0039556902911208431 0.0043231466728656529 0.0041915478487815488 0.003487037228397924 0.0034650369516025072 0.0031314596065282348
leaf_weight=53 54 56 72 61 62 71 58 69 73 60 73 88 73 639 168 52 57 53 66 79 147 58 59 55
leaf_count=53 54 56 72 61 62 71 58 69 73 60 73 88 73 639 168 52 57 53 66 79 147 58 59 55
internal_value=0 0.0019995 0.00152727 0.0018147 0.00128828 0.00373502 0.0031908 0.00178652 0.0038267 0.00305277 0.00388447 0.00384143 0.00345809 0.00389131 0.00380201 0.00316834 0.0026487 0.00413694 0.00348619 0.0039049 0.00435247 0.00384151 0.00315883 0.0034364
internal_weight=0 546 377 305 187 1810 261 125 1549 169 1424 1351 203 1298 952 125 118 346 234 718 200 146 132 115
internal_count=2356 546 377 305 187 1810 261 125 1549 169 1424 1351 203 1298 952 125 118 346 234 718 200 146 132 115
is_linear=0
shrinkage=0.00255085


Tree=1267
num_leaves=31
num_cat=0
split_feature=1 2 16 2 50 16 4 49 1 12 12 16 4 16 1 12 16 16 4 4 4 48 12 133 401 42 42 2 3 50
split_gain=226.446 39.787 31.8499 24.4867 13.9733 14.2876 15.4018 13.3335 10.8517 10.7658 8.38482 6.45947 6.66227 5.90637 5.4261 5.39754 4.96193 8.12406 4.53279 4.08683 3.87638 3.75267 11.1774 2.65215 2.38291 1.92293 3.23303 2.28313 1.67379 0.873493
threshold=0.10538500000000002 0.14823500000000003 0.062365000000000011 0.099675000000000014 0.077545000000000017 -0.0093349999999999978 0.41181500000000004 -0.020999999999999994 0.092860000000000012 0.087745000000000004 0.054520000000000006 -0.0007049999999999999 -0.062109999999999992 0.024125000000000004 1.0000000180025095e-35 0.083795000000000022 0.25761500000000009 -0.014754999999999999 0.51224500000000017 0.014585000000000002 -0.040489999999999991 0.081735000000000016 0.083825000000000024 -0.0081099999999999974 0.087110000000000007 0.08975000000000001 0.11497500000000001 0.087675000000000017 -0.071519999999999986 0.085685000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 5 6 -2 -5 9 11 -10 12 15 24 -13 -1 17 19 -8 -9 -18 22 -14 -17 25 27 -27 -11 -4 -12
right_child=1 -3 28 7 -6 -7 18 16 10 13 29 14 21 -15 -16 23 20 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0057607829055838266 0.0034290383656496231 0.0012282647249353365 0.0043895634211938974 0.0028920100076228528 0.0037763233853160562 0.001283176745304598 0.0015925254720406854 0.0046967856153907767 0.0033245172607752316 0.0049312082471627246 0.0042724753148081556 0.0050019290124937339 0.0035353710485539311 0.0039787186339237069 0.0059580064436693825 0.0051789253774958618 0.0050590096157618935 0.0031816388296002952 0.0025749284472525755 0.0038624146876805278 0.0042252890398940405 0.0050213819895754538 0.0047938000876354778 0.0046403243006116271 0.0051272958538289308 0.0040978671181558591 0.00484650296868423 0.0045109633930542114 0.0038036172954500121 0.0047087457199895917
leaf_weight=62 91 83 63 52 52 52 54 67 52 137 54 74 58 91 65 129 54 56 55 70 82 89 139 92 54 96 52 171 53 57
leaf_count=62 91 83 63 52 52 52 54 67 52 137 54 74 58 91 65 129 54 56 55 70 82 89 139 92 54 96 52 171 53 57
internal_value=0 0.00274953 0.0030501 0.00456826 0.00264098 0.0024066 0.00269856 0.00402467 0.00470894 0.0047819 0.00412294 0.00498312 0.00486921 0.00454481 0.0054492 0.00513149 0.00420361 0.0039548 0.00208847 0.00427065 0.00455651 0.00460959 0.00442343 0.00495483 0.00464577 0.00458869 0.00436107 0.00469797 0.00412207 0.00449674
internal_weight=0 503 420 1853 304 252 200 381 1472 1309 163 708 569 601 139 283 329 193 109 137 136 286 197 221 510 456 148 308 116 111
internal_count=2356 503 420 1853 304 252 200 381 1472 1309 163 708 569 601 139 283 329 193 109 137 136 286 197 221 510 456 148 308 116 111
is_linear=0
shrinkage=0.00240373


Tree=1268
num_leaves=21
num_cat=0
split_feature=1 2 2 2 39 1 2 4 1429 0 4 16 50 47 4 42 49 133 0 16
split_gain=189.086 44.2656 31.2543 33.2971 24.6982 18.8606 14.7975 8.51767 6.00104 7.20968 8.73162 6.38001 5.08877 4.4902 4.16091 7.0382 12.7786 5.35798 3.16584 2.00821
threshold=0.10538500000000002 0.14794000000000004 -1.0000000180025095e-35 0.10859000000000001 0.081875000000000017 0.092655000000000015 0.099675000000000014 0.024315000000000003 0.084690000000000015 -0.13010499999999997 0.043850000000000007 -0.088734999999999994 0.11051000000000001 0.085270000000000026 -0.42305999999999994 0.080060000000000006 0.085970000000000005 0.092120000000000021 -0.15270499999999995 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 19 6 -6 8 -5 9 11 12 -1 13 -11 -8 16 -16 -17 -9 -4
right_child=1 -3 3 7 5 -7 14 18 -10 10 -12 -13 -14 -15 15 17 -18 -19 -20 -21
leaf_value=0.0038761700428499531 0.0012130143564134119 0.00057772426762759603 0.003309228916723592 0.0027326308514739961 0.0035443224833239034 0.001648680648983752 0.0038125005979438181 0.0013362712121516331 0.0032099692164209233 0.003913613092075342 0.0030122244899068807 0.0049515643551356079 0.0033135260868142925 0.0034174439404150857 0.0021582276071903449 0.003913736959564605 0.0035234828667805702 0.0030187722478306083 0.0020676008440792095 0.0038939237851439799
leaf_weight=63 95 87 58 73 52 56 57 53 89 929 74 52 95 105 77 75 65 64 72 65
leaf_count=63 95 87 58 73 52 56 57 53 89 929 74 52 95 105 77 75 65 64 72 65
internal_value=0 0.00204743 0.00235473 0.00269255 0.00361351 0.00256162 0.0036786 0.00211727 0.00378094 0.00381948 0.00376753 0.00436265 0.00381702 0.00386325 0.00325252 0.00313884 0.00278334 0.00350184 0.00175771 0.00361841
internal_weight=0 503 416 321 1853 108 1745 198 1407 1318 1203 115 1129 1034 338 281 142 139 125 123
internal_count=2356 503 416 321 1853 108 1745 198 1407 1318 1203 115 1129 1034 338 281 142 139 125 123
is_linear=0
shrinkage=0.00226508


Tree=1269
num_leaves=22
num_cat=0
split_feature=4 2 150 2 2 14 2 0 15 4 3 2 50 0 3 4 3 15 16 2 2
split_gain=195.363 71.7402 54.3493 43.4083 24.21 23.2878 23.6384 13.8383 8.95968 8.92567 10.7664 8.05293 6.07545 5.74035 5.94241 5.00533 4.74154 3.48725 5.6699 3.3437 2.11754
threshold=0.30163500000000004 0.10124000000000001 0.082965000000000025 -0.0091949999999999983 0.14307 -0.42214499999999994 0.13443000000000002 -0.080689999999999984 -0.14899999999999999 -0.082249999999999976 0.084735000000000019 0.10713500000000002 0.087525000000000006 -0.087344999999999992 -0.095764999999999989 0.043850000000000007 -0.063074999999999978 0.022565000000000005 0.19022000000000003 0.088710000000000011 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 7 -2 11 -3 -5 12 15 -7 13 -10 -15 16 -11 18 -9 -17 -20
right_child=5 2 -4 8 -6 6 -8 17 9 10 -12 -13 -14 14 -16 19 -18 -19 20 -21 -22
leaf_value=0.0028606728393109817 0.0035847542975226154 0.0034452378605990177 0.0017942773875366813 0.0058577721176719215 0.0024674747836225946 0.0017319596843925541 0.00045442348014146844 0.003697599870215053 0.0056652885888223451 0.0047653146140203282 0.003612630174398051 0.002984121953013774 0.0058790933510427783 0.0042385836718048077 0.0050623533943172381 0.004682185638910495 0.0055467352807287811 0.0051105934854184824 0.0050590046661597027 0.0039235405561630658 0.0044305605176441706
leaf_weight=73 54 94 82 52 54 67 62 52 65 845 56 62 57 76 201 75 52 58 54 72 93
leaf_count=73 54 94 82 52 54 67 62 52 65 845 56 62 57 76 201 75 52 58 54 72 93
internal_value=0 0.00449367 0.00365155 0.00474619 0.00402752 0.00213424 0.001724 0.00426746 0.00483491 0.00479941 0.0046829 0.00233398 0.00512055 0.00499404 0.00483643 0.00474029 0.00481064 0.00456809 0.00440983 0.00431079 0.0046616
internal_weight=0 2111 487 1624 405 245 191 351 1551 1499 1100 129 399 342 277 1044 897 257 199 147 147
internal_count=2356 2111 487 1624 405 245 191 351 1551 1499 1100 129 399 342 277 1044 897 257 199 147 147
is_linear=0
shrinkage=0.00250084


Tree=1270
num_leaves=14
num_cat=0
split_feature=4 457 12 0 16 13 0 2 128 11 1453 0 0
split_gain=15.2351 5.17515 3.89954 3.34229 8.5432 8.31123 3.25055 3.66237 1.99818 2.42627 2.0702 1.69758 2.55254
threshold=0.36766000000000004 0.10259500000000001 0.093670000000000017 -0.0042749999999999993 0.26753000000000005 -0.0087749999999999981 -0.043914999999999989 0.13290500000000002 0.10614000000000001 0.077290000000000011 -0.064249999999999988 -0.11169999999999998 -0.041074999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 6 5 -5 7 8 9 10 -1 -2 -13
right_child=2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 12 -14
leaf_value=0.0016065524949930871 0.0019002252445996374 0.00032578878270320485 -0.001218101126589023 0.0023528534781618819 0.0035768879915571545 -0.0018553460903467593 0.0044450405418961616 0.00078611574048551144 0.0014446998304262948 0.0043159127693370046 0.0027999365997344121 -0.00072279196052821889 0.0016307438239571935
leaf_weight=87 82 56 53 54 77 52 61 56 65 57 1546 52 52
leaf_count=87 82 56 53 54 77 52 61 56 65 57 1546 52 52
internal_value=0 0.00258094 0.000579048 0.00264235 0.00167211 0.000287697 0.00273716 0.00267958 0.00273996 0.00278973 0.00273641 0.00109157 0.000453205
internal_weight=0 2111 239 2055 183 106 1872 1811 1755 1690 1633 186 104
internal_count=2350 2111 239 2055 183 106 1872 1811 1755 1690 1633 186 104
is_linear=0
shrinkage=0.0075133


Tree=1271
num_leaves=15
num_cat=0
split_feature=4 14 150 4 457 402 43 402 3 10 4 0 3 402
split_gain=10.5391 4.04682 4.16951 4.17125 3.57899 3.19222 4.29294 4.22042 3.60405 2.87901 2.56884 5.92127 0.906264 0.526728
threshold=0.36766000000000004 -0.42214499999999994 0.086730000000000015 0.51224500000000017 0.10259500000000001 0.089785000000000018 -0.46848499999999998 0.10491500000000002 0.20828500000000003 -0.0087699999999999983 -0.47860499999999995 -0.0042749999999999993 -0.099169999999999994 0.12006000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 -7 9 -8 12 -12 -11 -9
right_child=1 2 -4 -5 -6 7 8 13 -10 10 11 -13 -14 -15
leaf_value=4.9783953438241621e-05 0.002223250975779432 -0.0021502810593713164 0.0015877744612923976 0.00045252395571288294 0.00026044002578457973 0.004587792468978006 0.0037978613287375793 0.0017586923803240106 0.00025961940254287631 0.0038344921496909126 0.0020982868169627869 -0.00029120830187544824 0.0024918784132624784 0.0026783313834868542
leaf_weight=56 53 60 57 69 56 60 53 58 55 54 1535 56 52 76
leaf_count=56 53 60 57 69 56 60 53 58 55 54 1535 56 52 76
internal_value=0 0.000462845 -3.83623e-05 -0.000757485 0.00206328 0.00211237 0.00202035 0.00299474 0.00208144 0.00213865 0.00208679 0.00201413 0.00317658 0.00228085
internal_weight=0 239 186 129 2111 2055 1861 194 1805 1750 1697 1591 106 134
internal_count=2350 239 186 129 2111 2055 1861 194 1805 1750 1697 1591 106 134
is_linear=0
shrinkage=0.00722155


Tree=1272
num_leaves=25
num_cat=0
split_feature=1 156 42 2 2 15 16 12 11 43 1429 1 483 43 15 42 42 151 43 16 15 3 2 13
split_gain=4.96418 4.77182 3.78146 4.77556 6.36801 4.18019 3.3851 3.75913 3.28945 3.4828 3.76441 2.49473 2.71492 2.16684 1.66441 1.57196 1.25235 2.01343 2.82402 1.9206 1.66742 1.24933 2.53969 0.40896
threshold=0.09518500000000002 0.088250000000000009 0.086825000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.035449999999999988 -0.23071499999999998 0.093840000000000021 0.079300000000000009 -0.082534999999999983 0.084990000000000024 0.09036000000000001 -0.069964999999999986 -0.080249999999999988 -0.10753999999999998 0.091945000000000013 0.088585000000000011 -0.08483499999999998 -0.097279999999999991 -0.0017249999999999998 -0.0099749999999999978 0.13772500000000001 0.11280000000000003 0.066010000000000013
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=8 2 3 -2 -5 21 -4 -8 9 16 11 12 -11 -14 -15 -13 17 -1 19 23 -20 22 -6 -19
right_child=1 -3 6 4 5 -7 7 -9 -10 10 -12 15 13 14 -16 -17 -18 18 20 -21 -22 -23 -24 -25
leaf_value=0.0037401432936284185 -0.0014018728828766108 0.0028985314811564486 0.00046606592365698796 0.0032733617528540714 0.00030201328837598879 -0.0015063230048348551 0.0043821226640062307 0.0014598451445274811 8.3211022694425468e-05 0.00024626981940246295 -0.00026657070307859506 0.0040191073800213114 0.00047692269425201787 0.0032756835212258617 0.0019726947033482981 0.0020723767470794585 0.0038534522859116987 0.0028929671586038542 0.0021454287410090848 0.0043024730315222946 0.00024717906563883165 0.00015556839661587488 0.0028498681144556938 0.0018999425295850591
leaf_weight=81 76 100 74 63 56 64 53 71 56 67 53 64 62 74 792 52 62 56 76 52 55 79 52 60
leaf_count=81 76 100 74 63 56 64 53 71 56 67 53 64 62 74 792 52 62 56 76 52 55 79 52 60
internal_value=0 0.0012229 0.000937781 0.000463485 0.000915255 0.000323027 0.00187155 0.0027096 0.00206117 0.00213009 0.0018918 0.00199485 0.00186041 0.00197685 0.00208414 0.0031472 0.00275741 0.00257835 0.00226332 0.00297565 0.00134913 0.000949588 0.00152958 0.0023801
internal_weight=0 688 588 390 314 251 198 124 1662 1606 1164 1111 995 928 866 116 442 380 299 168 131 187 108 116
internal_count=2350 688 588 390 314 251 198 124 1662 1606 1164 1111 995 928 866 116 442 380 299 168 131 187 108 116
is_linear=0
shrinkage=0.00829529


Tree=1273
num_leaves=16
num_cat=0
split_feature=0 1 49 34 41 16 16 16 0 1 0 150 16 156 160
split_gain=4.06753 3.11887 3.76578 2.98421 3.6307 2.59486 2.6651 2.05061 1.9092 1.8242 2.84135 2.5519 3.27075 2.72629 1.99083
threshold=-0.22607999999999998 0.11570500000000002 -0.046019999999999998 -0.021334999999999996 0.083975000000000008 -0.26987499999999992 0.10246000000000001 -0.49181999999999998 -0.14989499999999997 0.096325000000000008 0.0085900000000000021 0.081245000000000026 -0.012149999999999999 0.087575000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 8 7 -7 -4 -5 11 14 12 -10 -13 -11
right_child=1 2 5 4 -6 6 -8 -9 9 10 -12 13 -14 -15 -16
leaf_value=-0.00012702405553610116 0.0028743569542726694 -0.00087058662813213324 0.0011205789002607588 0.0023745160014398154 -0.00028275478039752083 0.0024475962069653145 0.00060369251379596158 -0.00069013951368293895 0.0015331433054086771 0.001365785849513068 0.002028050507378028 0.0031042500330623942 0.00085974753962454536 0.001152632851365461 -9.3366729050121231e-05
leaf_weight=96 53 58 54 75 60 72 63 53 937 59 59 73 461 53 124
leaf_count=96 53 58 54 75 60 72 63 53 937 59 59 73 461 53 124
internal_value=0 0.00124705 0.000625665 0.00134241 0.00129966 0.000984559 0.00158763 0.000223028 0.00135127 0.00130778 0.000779582 0.00139161 0.00131114 0.00228389 0.000376689
internal_weight=0 2254 300 1954 1901 242 135 107 1841 1766 242 1524 1398 126 183
internal_count=2350 2254 300 1954 1901 242 135 107 1841 1766 242 1524 1398 126 183
is_linear=0
shrinkage=0.00654078


Tree=1274
num_leaves=27
num_cat=0
split_feature=12 12 13 43 43 156 49 12 0 150 133 12 11 52 49 12 52 12 16 43 13 43 43 483 403 0
split_gain=189.493 45.3273 29.2264 30.0662 28.9034 18.9247 13.2356 12.9617 12.0971 9.67746 9.04534 7.41673 7.6172 4.87768 4.44974 3.78089 3.7778 3.41956 2.42866 1.97867 1.9051 2.04594 1.55172 1.53939 1.81093 0.254268
threshold=0.054520000000000006 0.1072 -0.07236999999999999 -0.065804999999999989 -0.094699999999999993 0.050840000000000003 -0.047749999999999994 0.13969000000000004 -0.090374999999999983 0.085455000000000017 0.08457000000000002 0.093270000000000006 0.077290000000000011 0.044705000000000002 0.082865000000000008 0.11461500000000001 -0.013914999999999999 -0.054684999999999991 -0.073309999999999986 0.0054600000000000004 0.056640000000000003 -0.066864999999999994 0.099260000000000015 0.08956500000000002 -0.10393999999999999 -0.11796999999999999
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 6 10 4 -4 9 8 13 -2 16 17 12 19 15 18 -3 -5 -1 -13 23 21 -20 -21 24 -8 -18
right_child=1 7 3 5 -6 -7 11 -9 -10 -11 -12 14 -14 -15 -16 -17 25 -19 20 22 -22 -23 -24 -25 -26 -27
leaf_value=0.0013842978017955306 0.0021164493253081952 0.0021394841204139055 0.0027795501964571518 0.0031968383906471197 0.00071110927847897428 0.0037189785410309908 0.0035326413532014507 0.0016197617050026452 0.00350437529111783 0.0016870545089684797 0.0021327143343069987 0.0038063714037811589 0.0045086678893803906 0.0033271988002009471 0.0029604171068447096 0.0029647103800387329 0.0023716420524960155 0.00070423957967708862 0.0035564036742047177 0.0032312604454121318 0.0037429099013095435 0.0030356874164918185 0.0037147252613707544 0.0034383599195759017 0.0038298593149091696 0.0025970244930151607
leaf_weight=78 52 52 53 54 81 75 118 54 70 58 53 101 61 63 84 54 52 64 64 68 54 84 61 69 621 52
leaf_count=78 52 52 53 54 81 75 118 54 70 58 53 101 61 63 84 54 52 64 64 68 54 84 61 69 621 52
internal_value=0 0.00346578 0.00206287 0.00238312 0.0015294 0.00277617 0.00360138 0.00254932 0.00291299 0.0024487 0.00136475 0.003662 0.00376143 0.0028462 0.00340552 0.0025601 0.00272814 0.00107796 0.00352884 0.00371276 0.00338996 0.00326102 0.00346006 0.00375308 0.00378243 0.00248456
internal_weight=0 1730 620 425 134 291 1507 223 122 216 195 1385 998 169 387 106 158 142 303 937 202 148 129 808 739 104
internal_count=2350 1730 620 425 134 291 1507 223 122 216 195 1385 998 169 387 106 158 142 303 937 202 148 129 808 739 104
is_linear=0
shrinkage=0.00217713


Tree=1275
num_leaves=22
num_cat=0
split_feature=4 12 150 3 2 4 3 4 2 11 51 15 16 133 42 3 123 16 16 481 158
split_gain=182.594 54.736 32.5095 25.0549 14.3802 14.2865 14.2672 7.26338 6.84623 6.41887 7.71308 4.99893 4.19502 3.96783 4.31985 3.46272 3.39709 3.35309 3.40015 3.0175 1.97602
threshold=0.27161500000000005 0.054520000000000006 0.091105000000000005 -0.011259999999999997 0.12708000000000003 0.022635000000000006 0.10812000000000001 -0.018104999999999996 0.092425000000000021 0.079915000000000014 0.0089800000000000019 -0.092459999999999987 -0.36241499999999999 0.008405000000000001 0.081180000000000016 -0.11197999999999998 0.083715000000000026 0.41593000000000008 -0.10346499999999999 -0.08452999999999998 0.083490000000000023
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 2 3 16 8 9 7 -5 -2 10 15 -9 -7 14 -12 -3 -1 18 -14 -17 -21
right_child=4 5 -4 6 -6 12 -8 11 -10 -11 13 -13 17 -15 -16 19 -18 -19 -20 20 -22
leaf_value=0.002334841582507366 0.0012500520562519805 0.0030689692798145244 0.0010777128153657465 0.004117239770580379 0.00065585108331075645 0.0034914415792981165 0.0023302980555056077 0.0036605516396070498 0.0021557344556626806 0.0041708988171620066 0.0033431567692073076 0.0027402726835373441 0.002943999822767232 0.0035318170304389673 0.0024563611328566508 0.0031588512882471712 0.0015559665660539975 0.0032693233132560077 0.0021788834787967214 0.0036637145194796206 0.0040945858374255963
leaf_weight=65 79 54 61 74 98 70 65 63 94 95 53 59 71 79 61 59 52 62 52 956 59
leaf_count=65 79 54 61 74 98 70 65 63 94 95 53 59 71 79 61 59 52 62 52 956 59
internal_value=0 0.00332473 0.00261275 0.0028604 0.0013495 0.00351176 0.00325099 0.0035562 0.0017423 0.00360073 0.00355971 0.0032157 0.00301764 0.00314035 0.00286886 0.00363144 0.00198888 0.00283823 0.00262073 0.00365969 0.00368878
internal_weight=0 2110 439 378 271 1671 261 196 173 1416 1321 122 255 193 114 1128 117 185 123 1074 1015
internal_count=2381 2110 439 378 271 1671 261 196 173 1416 1321 122 255 193 114 1128 117 185 123 1074 1015
is_linear=0
shrinkage=0.00226508


Tree=1276
num_leaves=24
num_cat=0
split_feature=447 12 13 12 475 160 13 49 16 47 0 16 16 16 133 16 16 43 43 0 133 0 16
split_gain=8.22822 4.49505 6.04871 3.49637 3.6542 4.31268 4.22372 4.14816 4.38752 3.0338 5.22726 2.50272 3.3731 2.92023 2.43402 1.72997 3.66052 1.66616 1.55554 1.44502 1.24061 1.22686 0.977864
threshold=0.089095000000000021 0.084160000000000013 0.084330000000000016 -0.10853999999999998 -0.054724999999999989 -0.023114999999999997 -0.0042049999999999995 -0.07107999999999999 -0.34140499999999996 0.08265500000000002 -0.0088949999999999984 0.041625000000000002 -0.021919999999999999 0.14091500000000004 0.091745000000000007 0.26391000000000003 -0.065999999999999989 -0.078654999999999989 -0.013089999999999999 -0.11471499999999998 -0.07218999999999999 -0.085474999999999982 0.0063750000000000013
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=1 2 3 -1 22 6 -6 17 -9 10 11 12 19 -13 -15 16 -11 -7 21 -3 -21 -14 -5
right_child=-2 9 -4 4 5 7 -8 8 -10 15 -12 13 18 14 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0028019037928798869 -0.001178120854464325 0.0004479009394149988 -0.0013363627102615683 0.00047238963660129548 0.001178692993677848 0.0012029984087864648 0.0039679111979965022 0.0019178711666663054 -0.00012981733428146135 0.0013969890934590113 0.0035122115133841723 -0.00044155405628213762 0.0032747341687781087 0.0023285872851919664 0.00026304756494122068 0.0019409109981666055 -0.0010884886509607656 0.0030649524433929366 0.0038008315866176583 0.002223052559558117 0.0015523280337963327 0.0018597562165232901 -0.00098414886778045883
leaf_weight=70 67 53 57 52 64 53 59 82 211 83 99 60 52 85 52 58 56 56 55 213 587 105 52
leaf_count=70 67 53 57 52 64 53 59 82 211 83 99 60 52 85 52 58 56 56 55 213 587 105 52
internal_value=0 0.00149204 0.00101641 0.00120838 0.00103091 0.00128582 0.00251726 0.000908832 0.000442982 0.00172279 0.00184898 0.00171844 0.00186242 0.000939671 0.00154517 0.000850597 0.000395068 0.00216033 0.00271116 0.00165138 0.00173101 0.00232892 -0.000255108
internal_weight=0 2314 756 699 629 525 123 402 293 1558 1361 1262 1065 197 137 197 139 109 212 853 800 157 104
internal_count=2381 2314 756 699 629 525 123 402 293 1558 1361 1262 1065 197 137 197 139 109 212 853 800 157 104
is_linear=0
shrinkage=0.0075133


Tree=1277
num_leaves=10
num_cat=0
split_feature=447 15 147 482 129 481 51 50 0
split_gain=5.69273 4.84368 5.80847 3.34135 2.931 2.85603 2.85578 4.96936 3.10391
threshold=0.089095000000000021 -0.50083499999999992 0.085050000000000014 0.11117500000000001 0.10359500000000001 0.0028200000000000005 0.0089800000000000019 0.07826000000000001 0.076335000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 -3
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00073629410585973197 -0.00088748503598977922 0.0011795131744905358 0.0032479908771442085 0.0027029187500617379 0.0025204443560559401 0.002546245935667683 -0.00027791492315558001 0.00132261608314381 -0.00010613194818016618
leaf_weight=63 67 1556 61 60 63 56 200 163 92
leaf_count=63 67 1556 61 60 63 56 200 163 92
internal_value=0 0.00112403 0.00117613 0.00111838 0.00107371 0.00102958 0.000987314 0.000440581 0.0011077
internal_weight=0 2314 2251 2190 2130 2067 2011 363 1648
internal_count=2381 2314 2251 2190 2130 2067 2011 363 1648
is_linear=0
shrinkage=0.00680503


Tree=1278
num_leaves=13
num_cat=0
split_feature=4 2 123 457 2 13 15 4 0 13 0 123
split_gain=168.296 40.4106 30.1209 23.7923 18.5696 10.8137 11.0178 13.3808 10.8197 7.11756 6.41345 5.90926
threshold=0.27161500000000005 0.14106500000000002 1.0000000180025095e-35 0.10164000000000001 0.12708000000000003 -0.16392499999999996 -0.14820999999999998 -0.021399999999999995 -0.087539999999999993 -0.078389999999999974 -0.099059999999999995 0.085215000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 -1 -7 8 -8 -9 -2 -4
right_child=4 -3 11 -5 -6 6 7 9 -10 -11 -12 -13
leaf_value=0.00231918322535472 0.002123953412353882 0.0015336987962184464 0.0015805216403585252 0.0018002985282344758 0.00053446523060481956 0.0041638072376595937 0.0040060136855422403 0.003261884062048762 0.003344830461067161 0.0028167751470027733 0.0012837904555478656 0.002542934017229609
leaf_weight=54 90 74 53 53 98 69 135 340 917 344 83 71
leaf_count=54 90 74 53 53 98 69 135 340 917 344 83 71
internal_value=0 0.00311469 0.00317215 0.00323961 0.00129201 0.00328063 0.00330938 0.0032754 0.0034297 0.00303806 0.001721 0.00213177
internal_weight=0 2110 2036 1912 271 1859 1805 1736 1052 684 173 124
internal_count=2381 2110 2036 1912 271 1859 1805 1736 1052 684 173 124
is_linear=0
shrinkage=0.00217713


Tree=1279
num_leaves=19
num_cat=0
split_feature=4 48 133 49 13 13 14 2 3 4 3 123 13 16 16 13 481 1213
split_gain=7.12742 4.33455 3.10908 3.74093 3.9076 3.84864 2.58406 2.65825 2.89035 3.28388 3.10927 2.54271 2.789 2.53197 2.14479 1.90566 2.0672 1.67961
threshold=0.024315000000000003 -0.0046349999999999994 0.09389500000000002 0.11885500000000002 0.039845000000000012 -0.0034149999999999996 0.062655000000000016 0.11715500000000001 -0.11756999999999999 -0.42305999999999994 0.10323000000000002 0.087260000000000018 -0.10899499999999999 0.029300000000000003 -0.071629999999999985 -0.091769999999999977 -0.08452999999999998 -0.096064999999999984
decision_type=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 11 7 8 9 -1 15 12 -3 -9 -4 -10 -17 -18
right_child=1 2 14 -5 -6 -7 -8 13 10 -11 -12 -13 -14 -15 -16 16 17 -19
leaf_value=0.0014513795598975186 -0.0018474004291548186 -0.0011567829216931377 0.00055019297258020389 0.0032381563559685852 -0.0014099166674907213 0.0031233487682358289 0.0034678013701274152 0.0015572793116792889 0.00040847005326497774 -0.0015267568608118894 -0.00041916425304984142 0.0024535972252548105 0.00092578946521373287 0.0042825985652591974 -0.0018823328987831618 0.0002529273923789051 0.0031560799266535247 0.0017316361697009978
leaf_weight=64 55 71 61 54 55 61 56 54 91 52 59 52 167 52 52 70 68 1187
leaf_count=64 55 71 61 54 55 61 56 54 91 52 59 52 167 52 52 70 68 1187
internal_value=0 0.000512699 0.0007394 0.00106086 0.000771037 0.00111305 0.00160591 0.00154441 0.00145437 0.000115543 0.00155959 0.00068987 0.000304123 0.00289512 -0.000568368 0.00164211 0.00172676 0.00180889
internal_weight=0 628 573 460 406 351 1753 1697 1591 116 1475 290 238 106 113 1416 1325 1255
internal_count=2381 628 573 460 406 351 1753 1697 1591 116 1475 290 238 106 113 1416 1325 1255
is_linear=0
shrinkage=0.00880303


Tree=1280
num_leaves=11
num_cat=0
split_feature=48 16 147 1 16 14 159 49 456 1
split_gain=4.02393 2.4784 4.7916 4.75607 5.77959 3.94523 2.24561 2.34647 2.0236 0.834495
threshold=0.13438000000000003 -0.54150999999999994 0.084575000000000025 0.13075500000000004 -0.15796999999999997 -0.10708499999999999 0.092960000000000015 0.12552000000000005 0.086080000000000004 0.088595000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 8 -7 -8
right_child=-2 2 -4 4 -6 6 9 -9 -10 -11
leaf_value=0.0026192984620319179 -0.0011166381750286922 0.0031629635846964761 -0.00070656263722439379 0.0010083182377056651 -0.0023827272461974178 0.0010569715511425904 0.0025301952776733742 -0.00046688883330231614 0.002183002449953746 0.0013022322660256229
leaf_weight=68 56 67 99 84 55 1639 101 63 113 58
leaf_count=68 56 67 99 84 55 1639 101 63 113 58
internal_value=0 0.0010885 0.00104279 0.00112227 -0.000332838 0.00122141 0.00115547 0.00107418 0.00112965 0.00208281
internal_weight=0 2347 2279 2180 139 2041 1974 1815 1752 159
internal_count=2403 2347 2279 2180 139 2041 1974 1815 1752 159
is_linear=0
shrinkage=0.00813264


Tree=1281
num_leaves=21
num_cat=0
split_feature=2 2 2 0 0 0 2 3 3 3 43 13 0 43 2 47 1429 43 2 52
split_gain=148.707 48.9862 35.8316 24.2916 15.1228 8.00785 8.73771 7.58948 5.32347 8.4322 6.30792 5.15457 3.81446 6.5487 5.52275 4.996 4.74745 3.46093 3.6662 2.52216
threshold=0.13388500000000003 -1.0000000180025095e-35 0.099675000000000014 -0.14454499999999995 -0.00077999999999999999 -0.076639999999999986 0.15355500000000002 0.077930000000000013 -0.22382999999999997 -0.088714999999999988 -0.073574999999999988 -0.036584999999999993 -0.014954999999999998 -0.40535499999999997 0.090000000000000011 0.11227500000000001 0.084690000000000015 -0.012339999999999999 0.092425000000000021 0.090020000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 7 -1 -2 -7 -4 -5 -10 -11 -12 13 -3 15 16 -15 19 -19 -16
right_child=5 2 3 8 -6 6 -8 -9 9 10 11 -13 -14 14 17 -17 -18 18 -20 -21
leaf_value=0.0023806886048423465 0.00017496250053981112 0.0041055033370151683 0.0011460289773760864 0.0035763068531456522 0.00074482233578421772 0.001813535217777536 0.00052175120936863223 0.0023372251340755693 0.0019939711566068388 0.0035505773482907058 0.002427771493981541 0.0033054829022018126 0.0039849737498935485 0.0035199127539801995 0.0035170948245484999 0.0027490116995287799 0.0027790172060962238 0.0023269006192532526 0.00311291191591618 0.0029456114305751657
leaf_weight=88 60 72 60 72 52 69 54 64 55 89 104 62 67 986 121 57 53 56 90 72
leaf_count=88 60 72 60 72 52 69 54 64 55 89 104 62 67 986 121 57 53 56 90 72
internal_value=0 0.00314997 0.00324262 0.00268595 0.00177326 0.000895397 0.00124662 0.00176105 0.00298611 0.00284895 0.00303326 0.00275575 0.00342156 0.00339649 0.0033609 0.00344404 0.00348214 0.00309203 0.0028116 0.00330403
internal_weight=0 2220 2080 506 140 183 123 124 382 310 255 166 1574 1507 1435 1096 1039 339 146 193
internal_count=2403 2220 2080 506 140 183 123 124 382 310 255 166 1574 1507 1435 1096 1039 339 146 193
is_linear=0
shrinkage=0.00240373


Tree=1282
num_leaves=24
num_cat=0
split_feature=1 1 3 124 10 4 0 3 4 0 4 0 4 4 158 3 160 3 42 1212 0 13 13
split_gain=379.068 70.1687 40.4578 29.8137 17.4294 15.6082 15.1235 10.7741 8.89584 8.82075 14.0845 14.5475 9.53376 11.0811 7.18652 3.77033 2.8474 2.83562 2.14538 2.06848 1.30462 1.27246 1.12095
threshold=0.10538500000000002 0.12450500000000002 -0.026769999999999999 -0.076779999999999987 -1.0000000180025095e-35 0.043850000000000007 -0.075914999999999996 1.0000000180025095e-35 -0.013324999999999998 -0.079119999999999982 -0.08916499999999998 -0.11471499999999998 -0.44205499999999992 -0.099704999999999974 1.0000000180025095e-35 -0.067094999999999988 -0.23413499999999995 -0.097224999999999992 -1.0000000180025095e-35 -0.040879999999999993 -0.085669999999999982 -0.073629999999999987 -0.068824999999999983
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 8 -1 -3 9 -6 -4 -2 10 -5 -12 17 -14 18 22 20 -11 -7 -18 -13 -20 -15
right_child=1 4 7 5 6 14 -8 -9 -10 12 11 16 13 15 -16 -17 19 -19 21 -21 -22 -23 -24
leaf_value=0.0031398700053347729 0.0047821630654370359 -0.00029919239139951517 0.0010838881864067198 0.0061631265503441163 0.00056143613669420534 0.0034524907384711201 0.0021959547216692955 0.0025823553482162112 0.0034595659665108093 0.004886965248245714 0.0039247209578227703 0.0050035134784550154 0.0033073769869606143 0.0049577160590175036 0.0049277886290195064 0.0039895803019823345 0.0055225918004007911 0.0057504414251076238 0.0038222113980231655 0.0050842398646229912 0.0044314409100940089 0.004392916268106414 0.0046159265102096491
leaf_weight=77 59 53 55 76 73 54 88 88 92 52 85 52 52 108 66 57 87 57 58 696 65 55 198
leaf_count=77 59 53 55 76 73 54 88 88 92 52 85 52 52 108 66 57 87 57 58 696 65 55 198
internal_value=0 0.00217672 0.00301828 0.00475841 0.00102043 0.00482695 0.00145501 0.00200622 0.00397653 0.00492133 0.00506076 0.00497567 0.00463896 0.00445509 0.00418477 0.00461942 0.0050749 0.00533877 0.00389096 0.00513298 0.00468594 0.00410024 0.00473665
internal_weight=0 508 294 1895 214 1818 161 143 151 1585 1061 985 524 415 233 363 900 109 167 783 117 113 306
internal_count=2403 508 294 1895 214 1818 161 143 151 1585 1061 985 524 415 233 363 900 109 167 783 117 113 306
is_linear=0
shrinkage=0.00265391


Tree=1283
num_leaves=18
num_cat=0
split_feature=1 52 1 39 2 3 2 39 3 151 0 3 0 0 12 157 151
split_gain=187.664 47.472 29.5584 16.6032 14.9993 12.6329 7.92754 12.696 7.28674 6.89937 9.09525 8.55791 8.22162 5.69632 5.68143 4.99881 4.29765
threshold=0.10538500000000002 -0.40492999999999996 0.12450500000000002 0.081875000000000017 0.11366500000000002 -0.026769999999999999 0.14307 0.089650000000000021 1.0000000180025095e-35 0.050660000000000004 -0.14216999999999999 0.084735000000000019 -0.10653 -0.060199999999999997 0.090345000000000023 -0.0095499999999999977 -0.083694999999999978
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 -3 7 -4 -7 10 11 -1 -12 -6 16 -16 -14
right_child=1 2 6 -5 13 8 -8 -9 -10 -11 12 -13 14 -15 15 -17 -18
leaf_value=0.0053478765322749157 0.0043163681833689512 0.0032765752134707327 0.0025306993010617129 0.0030213957978878457 0.0038328995649656496 0.001407794922259525 0.00074178357357153747 0.00088818017951070407 0.0025858369946280568 0.0032808060841364541 0.0031252945139352917 0.0040777001126404483 0.0038248037637102139 0.0027271432905795223 0.0032662110731999259 0.0040265070579066937 0.0043388240130450492
leaf_weight=75 64 102 61 100 52 55 87 57 82 58 52 60 119 67 61 507 744
leaf_count=75 64 102 61 100 52 55 87 57 82 58 52 60 119 67 61 507 744
internal_value=0 0.0023024 0.00201204 0.0040142 0.00406949 0.00260976 0.00131506 0.00173751 0.0021131 0.00413046 0.0041609 0.00478355 0.00410421 0.00321056 0.00413976 0.0039449 0.00426798
internal_weight=0 508 444 1895 1795 239 205 118 137 1676 1618 135 1483 119 1431 568 863
internal_count=2403 508 444 1895 1795 239 205 118 137 1676 1618 135 1483 119 1431 568 863
is_linear=0
shrinkage=0.00250084


Tree=1284
num_leaves=11
num_cat=0
split_feature=48 40 10 0 11 16 160 52 0 0
split_gain=3.46505 3.58555 3.61558 4.0996 2.77384 2.61987 4.33317 2.94736 3.83838 2.60114
threshold=0.13438000000000003 0.0064400000000000004 -0.092019999999999977 0.13134000000000004 0.090920000000000015 0.041625000000000002 -0.081399999999999986 0.49868000000000007 -0.11471499999999998 -0.080634999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 -4 -8
right_child=-2 -3 3 -5 -6 6 9 -9 -10 -11
leaf_value=-0.00059850231702385085 -0.00061504278718232149 -0.00061993699952647566 0.00063037119574154701 0.0036594680267769512 0.0032035794064539857 -0.0013197631478354733 -0.00015017517092773258 0.0029978428063765607 0.0016402341735251025 0.0014619949291505637
leaf_weight=54 56 55 293 54 55 52 80 83 1312 309
leaf_count=54 56 55 293 54 55 52 80 83 1312 309
internal_value=0 0.00139075 0.00143904 0.00148824 0.00143452 0.00138878 0.000841144 0.0015318 0.00145593 0.00113022
internal_weight=0 2347 2292 2238 2184 2129 441 1688 1605 389
internal_count=2403 2347 2292 2238 2184 2129 441 1688 1605 389
is_linear=0
shrinkage=0.00797318


Tree=1285
num_leaves=17
num_cat=0
split_feature=15 2 123 0 2 16 151 14 0 15 3 0 16 2 13 43
split_gain=131.797 61.419 32.538 30.5027 13.5612 11.4995 7.86148 7.1398 15.2102 18.0466 6.87668 12.1593 9.53577 2.56523 1.90436 1.37544
threshold=-0.2987999999999999 0.10859000000000001 0.081990000000000021 -0.084114999999999981 0.14234000000000005 -0.42004999999999992 -0.06568499999999998 0.076175000000000007 -0.10946999999999998 -0.097269999999999981 0.081640000000000004 -0.074204999999999979 0.070130000000000012 0.088885000000000006 0.0083850000000000018 -0.0030199999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 7 6 14 -1 -3 8 9 -2 11 13 -13 -10 15 -5
right_child=1 3 -4 4 -6 -7 -8 -9 10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0016482409683199711 0.0035152085531507888 0.0006897038895165951 0.0018890210820695127 0.0034455927027729912 0.0017334803305549856 0.00049273148451314341 0.0017946585434936515 0.004020694172088112 0.0034753219370915875 0.0019479025213326789 0.0040815937773659543 0.0024982105184247075 0.0033337290653883567 0.0032378148627625848 0.002707619685570227 0.0029418511411340585
leaf_weight=82 64 52 89 60 54 96 91 67 819 92 61 153 130 332 61 54
leaf_count=82 64 52 89 60 54 96 91 67 819 92 61 153 130 332 61 54
internal_value=0 0.0030525 0.00322508 0.00221416 0.00272682 0.00102518 0.00139303 0.00329428 0.00326478 0.00259105 0.00333507 0.0033033 0.0028821 0.00340684 0.00303319 0.00320719
internal_weight=0 2179 1807 372 229 178 143 1718 1651 156 1495 1434 283 1151 175 114
internal_count=2357 2179 1807 372 229 178 143 1718 1651 156 1495 1434 283 1151 175 114
is_linear=0
shrinkage=0.00226508


Tree=1286
num_leaves=22
num_cat=0
split_feature=9 1 132 376 160 12 1 43 52 158 160 52 133 52 12 43 133 403 160 133 1213
split_gain=6.72502 4.70904 4.76536 4.12763 5.07635 3.1667 4.43836 5.516 2.49695 2.51214 2.45643 2.40371 2.38121 1.68385 2.7681 2.58391 2.6489 3.11157 1.66791 0.916937 0.821993
threshold=-1.0000000180025095e-35 0.089625000000000024 0.083835000000000007 0.083960000000000021 0.087200000000000014 0.1072 0.093785000000000021 -0.043589999999999997 0.11297500000000001 0.07968500000000002 -0.014774999999999998 0.12469000000000001 0.037060000000000003 0.08321000000000002 0.085235000000000019 -0.11278499999999998 0.11588000000000002 0.036225000000000007 0.094340000000000021 0.097995000000000013 0.0086650000000000008
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 8 3 4 5 6 7 -3 9 13 12 -8 -10 15 -15 -2 17 -17 -11 20 -16
right_child=1 2 -4 -5 -6 -7 11 -9 10 18 -12 -13 -14 14 19 16 -18 -19 -20 -21 -22
leaf_value=-0.00099259595122972604 -4.1385512781379381e-05 0.0015556395033297298 -0.0010547182345789384 -0.00083772103010181236 0.0032368191749591445 -0.00063645214120647449 0.0011500626792498164 -0.0016687030457797885 0.00033573230805697857 0.0030836536924328094 -0.00039079122684971038 0.0025225267918388733 0.0021344468571635349 0.0030780611693315006 0.000972199356397873 0.0017515195289441224 -0.00013692650662525257 0.00020469409708253887 0.0014766820000423123 0.0022292912052030095 0.0019618773281628223
leaf_weight=79 76 53 73 66 55 65 342 63 79 92 72 87 81 79 149 511 56 82 57 74 66
leaf_count=79 76 53 73 66 55 65 342 63 79 92 72 87 81 79 149 511 56 82 57 74 66
internal_value=0 0.00119296 0.000739297 0.000918561 0.00109299 0.000899561 0.0010829 -0.000194834 0.00144036 0.00157144 0.000738259 0.00142858 0.00124682 0.00144896 0.0018552 0.00124265 0.00139313 0.00153776 0.00246943 0.00152065 0.00127637
internal_weight=0 2278 804 731 665 610 545 116 1474 1242 232 429 160 1093 368 725 649 593 149 289 215
internal_count=2357 2278 804 731 665 610 545 116 1474 1242 232 429 160 1093 368 725 649 593 149 289 215
is_linear=0
shrinkage=0.00736598


Tree=1287
num_leaves=23
num_cat=0
split_feature=1 1 12 47 14 123 2 0 43 12 15 2 1 1 15 48 1447 47 12 15 15 15
split_gain=237.316 33.9122 23.5295 22.2757 19.0452 20.3628 10.3496 16.1857 5.98781 5.95545 6.48064 5.59102 4.84261 4.31505 6.90379 3.26925 2.16433 2.01995 3.13777 1.82895 1.68334 1.54657
threshold=0.10574000000000001 0.12337000000000002 0.085090000000000013 0.085505000000000012 0.054835000000000009 1.0000000180025095e-35 0.088885000000000006 -0.13314999999999996 -0.078844999999999985 0.09159500000000001 0.079575000000000021 0.12131500000000002 0.081925000000000012 0.13662500000000002 -0.42075999999999997 0.090720000000000009 -0.086059999999999984 0.077555000000000013 0.081420000000000006 -0.067469999999999988 -0.089484999999999995 0.094620000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 13 5 6 9 -8 -2 16 -11 12 15 -3 -15 -9 -1 18 -18 -4 -10 -12
right_child=1 3 19 -5 -6 -7 7 11 20 10 21 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0036576285817563558 0.00054783621497447052 0.00060240873718614147 0.00223433050110089 0.0017907184119302442 0.004096763686890186 0.001751420673357059 0.0016606365855487257 0.0029275287685124607 0.0017568560668518337 0.0021039914012172659 0.0032952628375154075 0.0022049734060900208 0.0034848626583611803 0.00043498390510582385 -0.00072656698642892985 0.0024270249959034039 0.0026740888642263877 0.0035165450060221505 0.0031918206252761977 0.002811934779718746 0.0011860723019539888 0.0027825781325647178
leaf_weight=53 53 62 58 55 73 74 62 502 55 55 62 60 72 52 53 78 68 82 559 56 52 61
leaf_count=53 53 62 58 55 73 74 62 502 55 55 62 60 72 52 53 78 68 82 559 56 52 61
internal_value=0 0.00119857 0.00173173 0.000540424 0.00296191 0.00291557 0.00296581 0.00277157 0.00117117 0.00312573 0.00275175 0.00286827 0.00292927 0.000128506 -0.000151092 0.00286026 0.00321306 0.00317979 0.00313571 0.00251828 0.00147969 0.0030412
internal_weight=0 496 274 222 1861 1788 1714 774 160 940 178 712 652 167 105 580 762 709 627 114 107 123
internal_count=2357 496 274 222 1861 1788 1714 774 160 940 178 712 652 167 105 580 762 709 627 114 107 123
is_linear=0
shrinkage=0.00226508


Tree=1288
num_leaves=27
num_cat=0
split_feature=1 3 3 3 4 4 13 15 3 3 0 4 52 16 16 124 16 0 13 159 49 131 159 4 3 4
split_gain=261.076 62.7569 30.2691 46.7401 22.3375 18.3199 15.2912 9.5804 28.8754 9.79836 8.95837 7.0188 6.7825 5.64359 5.34975 3.94276 3.88097 3.63996 3.17656 4.02347 4.03058 3.15143 2.04009 1.93947 1.85193 2.01221
threshold=0.10141500000000002 -0.055839999999999994 0.31534000000000006 0.077930000000000013 0.054560000000000004 0.41181500000000004 -0.0072499999999999995 0.03981500000000001 -0.13088999999999998 -0.12595999999999999 -0.10803999999999998 0.23590000000000003 -0.091784999999999992 0.0060650000000000009 -0.082084999999999991 -0.081324999999999981 -0.11777499999999998 -0.080689999999999984 -0.088589999999999988 0.082585000000000006 0.092625000000000013 0.023795 0.10607000000000001 -0.07928499999999998 -0.080104999999999996 -0.082249999999999976
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=4 5 3 6 7 12 15 9 -9 -1 -11 16 -2 17 -5 -3 -6 24 -12 20 -20 23 -21 -19 25 -10
right_child=1 2 -4 14 11 -7 -8 8 13 10 18 -13 -14 -15 -16 -17 -18 21 19 22 -22 -23 -24 -25 -26 -27
leaf_value=0.0026685525335713462 0.0037413500845923922 0.0016126616616866411 -0.00015577963412404655 0.0021806411888186149 0.003497643220321772 0.0016531670415805453 -0.00018901848553612975 0.0054491492144418101 0.004005059170645248 0.0027458666657887714 0.0031419986349533317 0.0021795015128319634 0.002776454018350688 0.0031353066640665583 0.0031292980579527437 0.0007786598314681167 0.0027482844462202965 0.0031491579009492263 0.0037572694148263037 0.0044601470810040969 0.0032569011616640727 0.004083139446561016 0.0038069368051017469 0.0036250628705142992 0.0042689255809761854 0.0036458421768774257
leaf_weight=69 73 71 67 68 78 53 57 57 222 62 56 56 84 74 60 53 71 72 334 52 117 55 52 131 76 137
leaf_count=69 73 71 67 68 78 53 57 57 222 62 56 56 84 74 60 53 71 72 334 52 117 55 52 131 76 137
internal_value=0 0.00181682 0.00125166 0.00155691 0.00359597 0.00282861 0.000801071 0.00368991 0.00386168 0.00349912 0.00358424 0.00287827 0.00322526 0.00374367 0.00262552 0.00125639 0.00314073 0.0038086 0.00366927 0.00372243 0.00362752 0.0035901 0.00413378 0.00345639 0.00393814 0.00386805
internal_weight=0 586 376 309 1771 210 181 1566 824 742 673 205 157 767 128 124 149 693 611 555 451 258 104 203 435 359
internal_count=2357 586 376 309 1771 210 181 1566 824 742 673 205 157 767 128 124 149 693 611 555 451 258 104 203 435 359
is_linear=0
shrinkage=0.00231039


Tree=1289
num_leaves=25
num_cat=0
split_feature=4 12 150 43 12 3 0 3 12 3 3 15 15 52 43 160 401 0 160 48 1446 12 43 43
split_gain=289.11 108.508 48.3434 26.0801 25.0716 18.5941 19.5381 16.8123 12.9316 10.9668 9.66184 6.80915 5.65614 5.21237 5.1091 3.7754 3.35826 5.1655 3.04034 2.07303 2.70148 1.35552 0.882429 1.86773
threshold=0.30163500000000004 0.077755000000000005 0.083435000000000023 -0.065804999999999989 0.12701500000000002 0.13772500000000001 -0.10803999999999998 0.10323000000000002 0.091625000000000012 0.077930000000000013 -0.080804999999999974 0.076335000000000014 0.091230000000000019 -0.53937999999999986 -0.084549999999999986 0.084575000000000011 0.081905000000000019 -0.10803999999999998 -0.073574999999999988 0.08975000000000001 0.088500000000000009 0.086360000000000006 0.043850000000000007 -0.039409999999999994
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 2 3 -1 8 6 -2 9 16 -5 -8 13 -13 -10 -15 -4 17 -3 -16 20 -19 -18 23 -14
right_child=5 4 15 7 -6 -7 10 -9 11 -11 -12 12 22 14 18 -17 21 19 -20 -21 -22 -23 -24 -25
leaf_value=0.0020304827023415418 0.0022320170758372386 0.0033153579514307386 0.00098453877299848822 0.0032305812278223935 0.0022868593858868191 -0.00016622304278854027 0.0015319728676919436 0.0025685315283413847 0.0039320260299975495 0.004472860069525071 0.00029950483978338955 0.0044119877948116479 0.0035959532041679892 0.0026619415378208739 0.0038622954334886 0.0017518573088603365 0.0046108779981799105 0.0039833155845702805 0.0032413709993855716 0.0036202904155013334 0.0044827914035904812 0.0041216029878189493 0.0034795828856860637 0.0041147381671814082
leaf_weight=94 74 61 62 67 54 52 53 73 65 74 77 64 106 61 52 65 53 661 161 70 59 63 84 52
leaf_count=94 74 61 62 67 54 52 53 73 65 74 77 64 106 61 52 65 53 661 161 70 59 63 84 52
internal_value=0 0.00351846 0.00253067 0.0030061 0.00377636 0.00101877 0.00132095 0.00343454 0.00382625 0.00388273 0.000802155 0.00358235 0.00382307 0.00336499 0.00323039 0.00137745 0.0039889 0.00394029 0.00339307 0.00398851 0.00402428 0.00434536 0.00366723 0.00376684
internal_weight=0 2101 435 308 1666 256 204 214 1612 141 130 645 306 339 274 127 967 851 213 790 720 116 242 158
internal_count=2357 2101 435 308 1666 256 204 214 1612 141 130 645 306 339 274 127 967 851 213 790 720 116 242 158
is_linear=0
shrinkage=0.00222067


Tree=1290
num_leaves=17
num_cat=0
split_feature=4 2 123 3 14 2 2 457 2 0 3 0 123 4 2 4
split_gain=301.356 94.7147 54.0593 32.8138 30.5607 34.4339 20.2792 15.2325 12.4898 8.54892 7.21668 9.13826 6.271 6.24961 3.12902 2.4683
threshold=0.36766000000000004 0.13673000000000005 1.0000000180025095e-35 0.11372500000000001 -0.42495999999999995 0.12708000000000003 0.088885000000000006 0.048350000000000011 0.10054500000000001 -0.061994999999999995 -0.13088999999999998 -0.13010499999999997 0.086445000000000008 -0.08916499999999998 0.106035 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 8 9 10 -6 13 14 -12 -4 -1 -8 -15
right_child=4 -3 12 -5 5 -7 7 -9 -10 -11 11 -13 -14 15 -16 -17
leaf_value=0.0064858220887644945 0.0042561278266988432 0.0029205529483905955 0.0032200652925660897 0.0038700129819182875 0.002264692074038102 0.0010342076783289133 0.0062223209694067449 0.0040958096247928084 0.0036771240795710719 0.0049579448777142725 0.0043373918758838007 0.0053351506553799581 0.0043422745952736335 0.005807223202552796 0.005456738538454328 0.0054920282733141061
leaf_weight=67 52 86 52 65 66 76 64 56 68 69 54 561 55 779 53 164
leaf_count=67 52 86 52 65 66 76 64 56 68 69 54 561 55 779 53 164
internal_value=0 0.00529623 0.00539642 0.00548498 0.00266987 0.00227697 0.00554119 0.00525906 0.00298163 0.00574721 0.00534802 0.00524758 0.00379713 0.00580111 0.00587573 0.00575243
internal_weight=0 2125 2039 1932 262 210 1867 788 134 1079 732 615 107 1010 117 943
internal_count=2387 2125 2039 1932 262 210 1867 788 134 1079 732 615 107 1010 117 943
is_linear=0
shrinkage=0.00231039


Tree=1291
num_leaves=30
num_cat=0
split_feature=1 1 12 15 3 3 1 49 3 12 12 3 12 16 15 49 12 16 1455 1429 43 15 133 43 43 133 15 15 16
split_gain=169.055 26.5253 25.2199 15.3166 16.1406 11.4978 11.0121 23.8648 7.27574 7.82261 7.1594 6.50884 5.99547 5.48453 5.42564 4.61545 3.35599 2.683 2.48389 3.52212 2.25984 1.24413 1.29762 1.47284 1.11363 0.957256 0.785074 1.16866 0.449876
threshold=0.10538500000000002 0.13662500000000002 0.087245000000000003 0.03981500000000001 -0.12595999999999999 0.045635000000000002 0.088595000000000021 -0.020999999999999994 -0.116045 0.095815000000000011 0.085845000000000019 0.13772500000000001 -0.081314999999999985 0.070130000000000012 -0.41309499999999993 0.091235000000000011 0.083785000000000012 -0.011694999999999999 0.084305000000000005 0.083960000000000021 0.094890000000000016 0.087575000000000014 -0.011924999999999998 -0.0040649999999999983 -0.081799999999999984 0.0061750000000000008 0.085915000000000019 0.084785000000000013 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -5 12 8 -8 -1 15 -9 -7 -2 -4 -3 18 -6 21 19 -10 -11 26 23 -23 -17 -24 27 -18 -12
right_child=1 14 13 4 16 11 7 10 9 20 28 -13 -14 -15 -16 24 17 -19 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30
leaf_value=0.0027510660436385506 0.0017749357376586762 0.0015148728845346649 0.0027292256829748885 0.0051581042991439259 0.0043282581653471307 0.0030560097516075494 0.0016990176729907065 0.002828988880642268 0.0041300728552433139 0.0028985673092430803 0.0040430533783048749 0.0018296226735230443 0.00067568393031980085 0.0037440483288264065 0.00050484977317459328 0.0036980113601158314 0.0040235172176865302 0.0033380295872539206 0.0034461987270421462 0.0034369836122706892 0.0035602615755039166 0.004227888326337163 0.0032764193326189177 0.0037078575597991634 0.003225980243238833 0.0036726075042656024 0.0041842774775026218 0.0035810701069553135 0.0037004165118636714
leaf_weight=65 83 73 75 60 68 57 71 73 284 98 52 56 53 65 66 52 101 98 60 58 52 54 54 110 93 169 66 66 55
leaf_count=65 83 73 75 60 68 57 71 73 284 98 52 56 53 65 66 52 101 98 60 58 52 54 54 110 93 169 66 66 55
internal_value=0 0.0019923 0.00233412 0.003628 0.0038816 0.00184684 0.00341618 0.00295215 0.00356899 0.00364523 0.00344629 0.00244848 0.00134675 0.00320059 0.00103549 0.00378698 0.00378413 0.00373255 0.00392814 0.00401261 0.00312814 0.00379487 0.00370504 0.00387925 0.00339545 0.00357679 0.00394396 0.00384882 0.00386719
internal_weight=0 528 389 1859 846 249 1013 251 762 697 180 113 136 140 139 547 786 718 402 342 150 620 387 164 145 223 233 167 107
internal_count=2387 528 389 1859 846 249 1013 251 762 697 180 113 136 140 139 547 786 718 402 342 150 620 387 164 145 223 233 167 107
is_linear=0
shrinkage=0.00255085


Tree=1292
num_leaves=15
num_cat=0
split_feature=4 2 2 0 1 0 11 16 12 2 49 11 12 4
split_gain=7.72315 5.83637 3.36154 5.86211 2.9894 3.04006 6.9197 9.63342 4.79226 4.42148 3.43552 3.04102 2.42939 0.828756
threshold=0.62487500000000018 0.13673000000000005 -0.0091949999999999983 -0.066044999999999979 0.12500000000000003 -0.10946999999999998 0.077415000000000012 -0.0101 -0.042789999999999988 0.10486500000000001 0.097085000000000019 0.079300000000000009 -1.0000000180025095e-35 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 -7 -4 11 -10 -3 -12
right_child=-2 12 4 -5 -6 8 -8 -9 10 -11 13 -13 -14 -15
leaf_value=0.002617920743404866 -0.0011056851565834464 0.0014958896194805101 0.00074185373229875787 -0.00084563592596000915 0.0038462626677701109 0.0044077973549153234 0.0037618602951062252 -0.0021085982980506212 0.0022675171296084821 0.0028634992991060783 0.0013917558273819409 0.00068103784989730098 -0.00052129905042864306 0.00023148414052371027
leaf_weight=52 52 63 158 64 53 53 59 52 1368 91 115 75 79 53
leaf_count=52 52 63 158 64 53 53 59 52 1368 91 115 75 79 53
internal_value=0 0.00187947 0.00197697 0.000706288 0.0020479 0.00200077 0.0013616 0.000890845 0.002139 0.00151756 0.00206431 0.00218512 0.000373075 0.0010262
internal_weight=0 2335 2193 116 2077 2024 360 301 1664 249 1611 1443 142 168
internal_count=2387 2335 2193 116 2077 2024 360 301 1664 249 1611 1443 142 168
is_linear=0
shrinkage=0.00766357


Tree=1293
num_leaves=16
num_cat=0
split_feature=40 1428 483 15 3 400 132 3 132 3 3 133 13 13 2
split_gain=7.74017 4.29076 3.8014 4.3583 5.23926 4.67216 3.56128 8.87667 3.75233 1.86651 2.39972 2.67945 2.29217 1.87735 1.87251
threshold=-0.08440499999999998 0.08653000000000001 0.11579500000000002 0.03981500000000001 -0.12595999999999999 -0.052894999999999991 0.10027500000000002 0.31400500000000003 0.086775000000000005 -0.080104999999999996 -0.082744999999999985 -0.0076199999999999992 -0.078934999999999991 0.0037100000000000002 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -7 10 13 -12 -11 -6 -14
right_child=1 -3 -4 4 9 6 -8 -9 -10 12 11 -13 14 -15 -16
leaf_value=-0.00073406330291824948 -0.0010161991369885884 0.0036174626773208445 0.0034119261586684404 0.0040999277980876886 0.0020526979004641651 0.0014565340278663349 0.003161304989020404 -0.0018500285642962593 -0.00052596052202076278 0.003229955160322511 0.0014712392757506715 -0.00076264321323020294 0.0028214552085157013 0.00073590868203493207 0.0011279219044015513
leaf_weight=87 53 60 62 60 314 1107 58 53 59 95 80 52 60 80 107
leaf_count=87 53 60 62 60 314 1107 58 53 59 95 80 52 60 80 107
internal_value=0 0.00159398 0.00153974 0.00148641 0.0019159 0.00121251 0.00130507 0.00121668 0.00135615 0.0017495 0.00148582 0.000590605 0.00227857 0.00178554 0.00173687
internal_weight=0 2300 2240 2178 848 1330 1277 1219 1166 788 526 132 262 394 167
internal_count=2387 2300 2240 2178 848 1330 1277 1219 1166 788 526 132 262 394 167
is_linear=0
shrinkage=0.00766357


Tree=1294
num_leaves=12
num_cat=0
split_feature=31 150 151 150 4 12 52 1 49 15 52
split_gain=5.6887 3.40779 4.38865 4.00467 3.52781 2.66644 3.26901 2.53947 2.2961 2.00713 2.51036
threshold=-0.018414999999999997 0.08926000000000002 0.0036750000000000007 0.10194500000000001 0.51136500000000018 -0.050214999999999989 -0.079324999999999993 0.13130500000000003 -0.053904999999999988 -0.23001499999999997 0.11483500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 -2 9 -5 -7 -11
right_child=1 3 -4 8 -6 7 -8 -9 -10 10 -12
leaf_value=-0.0012308376834284961 0.0010269175275499161 -0.0016018082731883605 0.0039155366962928019 0.0020750975449945895 -0.0002260838320990528 0.0030553053091377739 0.0036370887488547483 -0.00026513308312207197 0.00010140308176716798 0.0016194319597471621 0.00072681545711912685
leaf_weight=58 55 52 55 84 82 60 92 58 85 1438 268
leaf_count=58 55 52 55 84 82 60 92 58 85 1438 268
internal_value=0 0.001451 0.00155581 0.00045083 0.00149255 0.0015641 0.00266111 0.00147564 0.00108295 0.00153286 0.00147926
internal_weight=0 2329 2108 221 2053 1971 147 1824 169 1766 1706
internal_count=2387 2329 2108 221 2053 1971 147 1824 169 1766 1706
is_linear=0
shrinkage=0.0084612


Tree=1295
num_leaves=18
num_cat=0
split_feature=15 16 2 52 484 0 15 15 123 16 3 15 16 480 159 2 0
split_gain=9.74706 6.81045 3.31423 2.79292 3.08142 4.77453 5.47374 5.81818 3.26514 3.0625 4.42739 3.62329 1.83504 1.618 1.87004 1.51574 0.742087
threshold=-0.2987999999999999 -0.34140499999999996 0.15227000000000004 -0.53937999999999986 -0.012019999999999998 -0.13740499999999997 0.0056700000000000006 -0.096114999999999992 0.081990000000000021 0.24579500000000001 -0.13088999999999998 -0.052259999999999994 0.061395000000000012 0.087715000000000015 -0.0062899999999999996 0.088435000000000014 0.056265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 12 6 7 -6 9 10 -7 -11 13 14 -5 -16 -2
right_child=2 -3 -4 4 5 8 -8 -9 -10 11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.00054182178381241433 0.0027618102810415953 -0.0026318263049337045 -0.00061090137875124257 0.0027554291022886196 0.00091953286752742948 0.0034543285171198543 0.0020577554076012692 -0.0020027443821040987 -0.00025365796915548505 0.0012458164228125669 0.0013349307831094482 -0.0013375690466923471 0.0031514603368150199 0.00048919117109392574 0.00045673265012949999 0.0022132026041115902 0.0015995757497464485
leaf_weight=102 87 65 56 92 72 61 57 90 82 80 1155 53 56 58 61 55 52
leaf_count=102 87 65 56 92 72 61 57 90 82 80 1155 53 56 58 61 55 52
internal_value=0 -0.000692941 0.00122822 0.00127704 0.00120295 0.00106901 1.48467e-05 -0.000703449 0.00123028 0.00132054 0.00144132 0.000215732 0.00188903 0.00162295 0.0019387 0.00129025 0.00232761
internal_weight=0 167 2167 2111 1972 1650 219 162 1431 1349 1216 133 322 266 208 116 139
internal_count=2334 167 2167 2111 1972 1650 219 162 1431 1349 1216 133 322 266 208 116 139
is_linear=0
shrinkage=0.00766357


Tree=1296
num_leaves=17
num_cat=0
split_feature=4 3 12 1 2 4 0 4 52 4 484 1 3 2 0 12
split_gain=145.5 48.1408 34.6757 15.9498 15.928 12.2677 9.17505 20.8425 6.14414 5.99191 5.67776 5.14142 4.98324 4.60297 3.37862 2.09933
threshold=0.27161500000000005 0.20828500000000003 -0.073474999999999985 0.10296000000000001 0.13752500000000004 -0.085474999999999982 -0.10803999999999998 0.016695000000000005 0.044705000000000002 0.0030100000000000001 -0.0095549999999999993 0.097480000000000011 -0.00094999999999999989 0.091250000000000012 -0.085669999999999982 0.10222500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 7 -7 12 14 -4 13 -2 -12 -8 -11
right_child=8 -3 4 -5 -6 6 9 -9 -10 15 11 -13 -14 -15 -16 -17
leaf_value=0.0028499491671167983 0.0014406720763474675 0.00096832941157110237 0.0044103388137292842 0.0012451496782485399 0.0020193811601086666 0.001768112009045143 0.0035826522747694728 0.003454044383874279 0.0018346257250882641 0.0031108301296207141 0.0036218519371224852 0.0041279322863238283 0.00064848131185555507 0.0028742830484572426 0.0032963747292430617 0.0026124484460529366
leaf_weight=72 85 54 57 66 52 72 342 94 75 177 179 78 92 62 712 65
leaf_count=72 85 54 57 66 52 72 342 94 75 177 179 78 92 62 712 65
internal_value=0 0.00316503 0.0032235 0.00208262 0.00330679 0.0033432 0.00324543 0.00272295 0.00126891 0.00331234 0.0037233 0.00360046 0.00102905 0.00342964 0.00338929 0.00297707
internal_weight=0 2082 2028 138 1890 1838 1462 166 252 1296 376 319 177 241 1054 242
internal_count=2334 2082 2028 138 1890 1838 1462 166 252 1296 376 319 177 241 1054 242
is_linear=0
shrinkage=0.00235659


Tree=1297
num_leaves=23
num_cat=0
split_feature=4 39 16 16 4 3 2 42 12 16 13 49 13 42 42 4 12 42 16 16 3 12
split_gain=8.36178 3.9497 3.40458 3.27577 3.06451 3.42839 4.15829 3.41717 1.99511 2.62208 4.0354 3.22886 2.08883 3.34979 3.99737 1.72696 1.43765 1.38852 1.24606 1.26934 1.0203 0.548893
threshold=0.24099500000000004 0.094095000000000026 -0.34140499999999996 -0.23071499999999998 -0.085474999999999982 0.096440000000000012 0.096930000000000016 0.077855000000000021 0.083885000000000015 -0.011694999999999999 -0.087129999999999985 -0.0099749999999999978 -0.066659999999999983 -0.0015249999999999999 0.11497500000000001 0.55608500000000005 1.0000000180025095e-35 -0.107055 -0.09391999999999999 -0.088504999999999986 0.0037100000000000002 0.089505000000000015
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 3 15 -1 5 6 7 21 9 10 -6 -11 18 17 -15 16 -2 -14 -10 -20 -12 -5
right_child=2 -3 -4 4 8 -7 -8 -9 12 11 20 -13 13 14 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0026186914226276523 0.0012984182230571619 -0.00075628405715576848 -0.0014057362909074948 0.0011566468828993087 -0.00051052664235556595 0.0032869143740877939 0.00015083112521980548 0.003248992944959477 0.00049002820558900653 0.00078937242334015762 0.0025542256748960963 -0.0015703121123704753 0.0022161326511234672 -0.0015877019698980494 0.00085879113193207629 -0.00067947576520862739 -0.00012411843163272044 0.00095264316355300239 0.0025597026906844338 0.0013874767974316692 0.0011394934047262713 0.0020287796178292371
leaf_weight=82 94 55 81 140 57 60 98 71 73 62 55 59 53 60 83 63 61 320 53 550 52 52
leaf_count=82 94 55 81 140 57 60 98 71 73 62 55 59 53 60 83 63 61 320 53 550 52 52
internal_value=0 0.00115175 -0.000141367 0.00120479 0.00114366 0.00168744 0.00142138 0.00189452 0.000988613 0.000445364 0.00104046 -0.00036058 0.00111844 0.000772084 -0.00016717 0.000328068 0.000738084 0.00113238 0.0013827 0.00149064 0.00186741 0.00139325
internal_weight=0 2035 299 1980 1898 421 361 263 1477 285 164 121 1192 516 143 218 155 373 676 603 107 192
internal_count=2334 2035 299 1980 1898 421 361 263 1477 285 164 121 1192 516 143 218 155 373 676 603 107 192
is_linear=0
shrinkage=0.00722155


Tree=1298
num_leaves=17
num_cat=0
split_feature=12 0 0 41 11 13 0 13 147 1 12 51 1 16 158 1
split_gain=4.20732 4.87964 5.33672 2.75155 5.47332 4.51154 2.64162 4.87096 3.41846 6.3549 5.11822 6.17375 3.00983 2.79949 1.66478 0.674833
threshold=-0.085209999999999994 -0.071844999999999978 -0.14032999999999998 0.08110500000000001 0.077415000000000012 0.087005000000000013 -0.13740499999999997 -0.010094999999999998 0.086295000000000011 0.11156000000000001 0.083785000000000012 -0.016949999999999996 0.10439500000000002 0.25155500000000003 0.11001500000000002 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -2 9 10 11 -8 -9 15 -12 -11
right_child=3 -3 -4 -5 5 -7 8 12 -10 13 14 -13 -14 -15 -16 -17
leaf_value=-0.0014554367426929406 -0.0019447283432122125 -0.0022205933391082162 0.0018372470706764677 -0.00048045159107725996 0.0045409443296893347 0.0013833303522105627 0.00013112205254622855 -6.067772270551854e-05 0.0029550851384004717 -0.0017831606683932394 0.0010642147712833269 0.0034373268178278594 0.0024191599078508298 0.0010619858172468298 -0.00034341972996536422 -0.00053802137133053421
leaf_weight=52 56 57 87 77 53 69 53 83 62 61 1278 127 53 53 58 55
leaf_count=52 56 57 87 77 53 69 53 83 62 61 1278 127 53 53 58 55
internal_value=0 -0.000216408 0.000604827 0.00102819 0.00108459 0.00275579 0.000979396 7.34417e-05 0.00107891 0.00100983 0.0011766 0.00246432 0.000905091 -0.000485673 0.00100304 -0.00119354
internal_weight=0 196 139 2138 2061 122 1939 192 1747 1685 1516 180 136 169 1336 116
internal_count=2334 196 139 2138 2061 122 1939 192 1747 1685 1516 180 136 169 1336 116
is_linear=0
shrinkage=0.00813264


Tree=1299
num_leaves=17
num_cat=0
split_feature=4 132 3 4 376 133 2 1 2 155 15 1 16 4 2 48
split_gain=4.81405 2.54864 4.45593 3.03207 3.37149 3.076 2.64507 2.26261 3.7689 3.5527 2.1137 2.06919 4.67674 2.87137 1.92734 1.60622
threshold=0.51400500000000016 0.086775000000000005 -0.095764999999999989 -0.085474999999999982 0.080200000000000007 0.097995000000000013 -0.020134999999999997 0.096860000000000016 0.092120000000000021 1.0000000180025095e-35 0.083885000000000015 0.11604000000000002 -0.010574999999999999 0.24099500000000004 0.114805 0.081735000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 7 -5 8 10 -9 -1 13 -13 14 -8 -4
right_child=-2 2 15 4 -6 -7 11 9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0026764120107448711 -0.0011335008679510855 -0.0019792184765294535 5.2974376417841421e-05 0.0025160034881873778 -0.00096189177060795005 0.0032593398082102314 0.00067742604991607145 0.0036367659984427076 -0.00071192808938184591 0.00086395292360167189 0.00076730702806437152 0.00031766029310236485 0.0032353954122206576 -0.00066059653880810344 0.00184552625287078 0.0017524258424055379
leaf_weight=56 81 53 95 54 68 53 1218 52 71 62 97 72 63 93 93 53
leaf_count=56 81 53 95 54 68 53 1218 52 71 62 97 72 63 93 93 53
internal_value=0 0.000805699 -3.39331e-05 0.000887984 0.0007421 0.0015075 0.00081489 0.00123256 0.000775719 0.00212948 0.00146661 0.000755147 0.00167989 0.000666171 0.000760353 0.000662126
internal_weight=0 2253 201 2052 1661 391 1593 338 224 114 153 1539 135 1404 1311 148
internal_count=2334 2253 201 2052 1661 391 1593 338 224 114 153 1539 135 1404 1311 148
is_linear=0
shrinkage=0.00781684


Tree=1300
num_leaves=24
num_cat=0
split_feature=1 1 16 2 47 0 0 4 2 0 4 15 15 4 0 0 15 4 51 16 13 4 2
split_gain=184.364 36.4206 20.1535 26.5635 16.6909 12.7205 12.0391 10.159 6.72819 16.7567 9.93228 6.49082 5.25855 8.67217 3.94912 3.03177 4.18412 3.65275 3.33846 2.73619 2.62375 2.3925 0.672673
threshold=0.118385 0.093575000000000019 0.26391000000000003 0.093565000000000023 0.085505000000000012 -0.074204999999999979 -0.14216999999999999 -0.040969999999999993 0.09857500000000001 -0.036119999999999992 -0.17689999999999997 -0.13662499999999997 -0.42075999999999997 0.26900000000000007 -0.14310999999999999 -0.079119999999999982 0.085465000000000013 0.032965000000000001 -0.087909999999999988 0.051380000000000002 -0.06457499999999998 -0.0097949999999999982 0.087365000000000012
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=1 6 3 5 12 21 7 -1 10 19 -8 -5 -2 -14 -13 17 -17 18 -12 20 -10 -3 -18
right_child=4 2 -4 11 -6 -7 8 -9 9 -11 15 14 13 -15 -16 16 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0052723508425032064 0.0013223824980121402 0.0042174984698787974 0.0039091960585680889 0.0025587594972624915 0.002256721340783504 0.0024932268049796462 0.0046929237313533684 0.0037798862350076567 0.0041970144303138798 0.0019330213000356708 0.004316593316821396 0.0010421426428386745 0.0012220079226088019 -0.00024387813239457978 0.0019809604454130037 0.0027397382874797191 0.0038047735255582632 0.0031405226804373291 0.0036905085476843782 0.0031944219079229953 0.0034809717275949919 0.003442224542763027 0.003437302240571516
leaf_weight=53 96 52 92 57 82 84 60 68 55 52 60 59 53 52 58 55 52 74 826 94 87 53 97
leaf_count=53 96 52 92 57 82 84 60 68 55 52 60 59 53 52 58 55 52 74 826 94 87 53 97
internal_value=0 0.00348075 0.00284224 0.00257175 0.00128661 0.00323404 0.00365863 0.00443384 0.00359658 0.00324498 0.00367929 0.00185222 0.000890714 0.000495786 0.00150777 0.00362701 0.00334317 0.0036873 0.00373294 0.00353394 0.0037585 0.00382643 0.00356573
internal_weight=0 2088 455 363 283 189 1633 121 1512 288 1224 174 201 105 117 1164 204 960 886 236 142 105 149
internal_count=2371 2088 455 363 283 189 1633 121 1512 288 1224 174 201 105 117 1164 204 960 886 236 142 105 149
is_linear=0
shrinkage=0.00255085


Tree=1301
num_leaves=22
num_cat=0
split_feature=1 1 47 150 3 14 3 3 4 3 3 13 4 50 51 3 52 43 3 13 4
split_gain=230.955 35.8719 24.4317 23.3366 18.1952 13.8283 18.2724 10.7296 9.57708 8.86546 5.74115 5.14845 5.13372 2.94372 3.65479 5.76795 2.44864 1.90878 1.81075 1.72658 0.855049
threshold=0.11869500000000001 0.093575000000000019 0.085505000000000012 0.082965000000000025 -0.029309999999999996 0.062655000000000016 -0.12077499999999998 0.0065900000000000012 0.036620000000000007 -0.010299999999999998 -0.041784999999999996 -0.13033499999999998 0.036620000000000007 0.10917 0.093530000000000016 0.084735000000000019 0.0029250000000000005 -0.069434999999999983 -0.12077499999999998 -0.078734999999999986 -0.050094999999999994
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 9 4 12 6 -1 -6 13 -2 16 -11 18 14 15 -8 -10 -5 -3 -15 -20
right_child=2 3 -4 17 7 -7 8 -9 10 11 -12 -13 -14 19 -16 -17 -18 -19 20 -21 -22
leaf_value=0.003667423834159625 0.0024606373415556023 0.0053186608397132931 0.0033942124857561972 0.0033846009046047637 0.0027983800675959515 0.0058132156760620553 0.0049008582939379392 0.0041895663728618278 0.0042815974266422656 0.0019122439010567792 0.003647210456606936 0.00091745993099275102 0.0041555738476333473 0.0047493763253464213 0.0054879479144074915 0.0041149833147231026 0.0049117188816820995 0.0027694122328782091 0.0045694661281057286 0.0041740447280382191 0.0049996201110836126
leaf_weight=87 78 52 80 60 53 67 1050 74 83 60 55 56 63 69 55 55 60 54 56 52 52
leaf_count=87 78 52 80 60 53 67 1050 74 83 60 55 56 63 69 55 55 60 54 56 52 52
internal_value=0 0.0045988 0.00229801 0.00402023 0.00432203 0.00476318 0.00471824 0.00360919 0.00478003 0.00184584 0.00429658 0.00143222 0.00472788 0.00485474 0.00489148 0.00486177 0.00454616 0.00309342 0.00495307 0.00450233 0.00477681
internal_weight=0 2097 274 464 350 1633 1566 127 1479 194 198 116 223 1281 1160 1105 143 114 160 121 108
internal_count=2371 2097 274 464 350 1633 1566 127 1479 194 198 116 223 1281 1160 1105 143 114 160 121 108
is_linear=0
shrinkage=0.00235659


Tree=1302
num_leaves=13
num_cat=0
split_feature=0 15 2 48 147 3 2 52 15 40 15 2
split_gain=3.96871 9.46928 4.7665 4.47184 2.7935 4.51846 4.76036 3.817 3.70055 3.64648 2.95937 2.36699
threshold=0.0037850000000000002 -0.037184999999999996 0.099145000000000025 0.12118000000000002 0.089365000000000014 0.077930000000000013 -0.043079999999999993 -0.076839999999999978 -0.13924999999999996 -0.080884999999999985 -0.40312499999999996 0.11657500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -7 -9 -8 -11 -12
right_child=1 2 -4 -5 -6 7 9 8 -10 10 11 -13
leaf_value=0.0032497039554929405 -0.0022932841483372201 0.0023838267031828439 -2.2960187511725169e-05 -0.00070458612449385131 -0.0001810457742400296 0.00088367094443618814 0.0026797144467229578 0.0043670978586734382 0.0018637904116901812 -0.0006933388577419269 0.00097379180254924104 0.0021924064665799544
leaf_weight=53 62 74 102 68 76 66 69 58 66 53 1536 88
leaf_count=53 62 74 102 68 76 66 69 58 66 53 1536 88
internal_value=0 0.000133292 0.000988546 0.00111685 0.00117687 0.0012288 0.00111685 0.00228831 0.00303531 0.00105207 0.00098505 0.00103987
internal_weight=0 238 176 2133 2065 1989 1799 190 124 1746 1677 1624
internal_count=2371 238 176 2133 2065 1989 1799 190 124 1746 1677 1624
is_linear=0
shrinkage=0.00722155


Tree=1303
num_leaves=17
num_cat=0
split_feature=4 2 123 14 2 2 4 16 16 2 2 51 1429 15 150 15
split_gain=191.853 57.2104 29.0637 16.5005 14.5482 12.817 12.6667 9.26297 13.8815 7.63563 6.56698 6.47152 6.37678 8.60871 5.4064 4.41099
threshold=0.30163500000000004 0.13880500000000004 1.0000000180025095e-35 0.076175000000000007 0.12708000000000003 0.098365000000000022 -0.26545999999999997 0.39524000000000009 -0.013125 0.064660000000000009 0.088055000000000008 0.015475000000000001 0.083810000000000009 -0.013084999999999998 0.085825000000000012 -0.021954999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 -1 8 11 -2 -4 -7 14 -14 -8 -9
right_child=4 -3 10 -5 -6 7 12 15 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0041306422374656829 0.00092469016013837807 0.0012265076954237439 0.0014343561550037662 0.0041486943480537565 0.00036172488038353805 0.0031310914410922798 0.0031964791636520085 0.0027831408358745557 0.0017974394131436821 0.0018857175430660716 0.0024683010292940737 0.0022572129514419627 0.0032303579092138419 0.0020061187181302418 0.002631930362697721 0.003588605479002758
leaf_weight=59 74 82 52 67 99 117 1225 60 87 77 61 58 52 53 83 65
leaf_count=59 74 82 52 67 99 117 1225 60 87 77 61 58 52 53 83 65
internal_value=0 0.00297502 0.00304533 0.00310707 0.000997935 0.00306952 0.00316049 0.00272344 0.00249496 0.0014149 0.00199271 0.00284159 0.00311996 0.00261263 0.00316067 0.00320216
internal_weight=0 2121 2039 1926 250 1859 1472 387 262 151 113 175 1413 105 1308 125
internal_count=2371 2121 2039 1926 250 1859 1472 387 262 151 113 175 1413 105 1308 125
is_linear=0
shrinkage=0.00213444


Tree=1304
num_leaves=23
num_cat=0
split_feature=1 1 39 16 2 47 2 150 16 0 16 0 3 3 1 3 3 15 133 16 3 15
split_gain=552.889 102.425 70.6785 57.5487 34.8621 29.8201 21.5621 10.3108 16.6579 14.4392 6.92275 8.85116 6.52621 4.95064 4.51686 4.74452 4.14798 3.35402 2.41076 2.05523 1.60999 0.854676
threshold=0.10538500000000002 0.12419000000000001 0.081875000000000017 0.38845000000000002 0.10060500000000001 0.085505000000000012 1.0000000180025095e-35 0.087790000000000021 -0.011694999999999999 -0.14989499999999997 0.51026500000000008 -0.043914999999999989 -0.010299999999999998 -0.073629999999999987 0.08956500000000002 -0.077584999999999987 -0.080634999999999984 -0.42443999999999993 0.08955500000000001 0.014185000000000001 -0.016164999999999995 0.094620000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 7 12 -2 9 -9 -1 11 13 -3 -6 15 18 -16 -14 -11 -17 -8 -18
right_child=1 5 -4 -5 10 -7 20 8 -10 14 -12 -13 17 -15 16 19 21 -19 -20 -21 -22 -23
leaf_value=0.014456480981973467 0.011637248114577559 0.0090904338442141137 0.011117749947849658 0.013359499849378764 0.012938803051998547 0.010506664496518769 0.009740630550724912 0.011646485395467804 0.013524697547233865 0.013573200371242529 0.013141105312333985 0.011352795295762644 0.0085077803205251094 0.012121961278498183 0.012574984968230583 0.01324232712706323 0.013475100643042002 0.0076264263754826653 0.01325051294562719 0.012643226545255168 0.010277822347967551 0.013060310439918796
leaf_weight=78 83 59 103 58 86 56 56 53 62 692 69 52 53 97 77 111 78 53 185 54 96 60
leaf_count=78 83 59 103 58 86 56 56 53 62 692 69 52 53 97 77 111 78 53 185 54 96 60
internal_value=0 0.0102196 0.0130932 0.0111705 0.0132092 0.00895883 0.0106302 0.0133677 0.0126593 0.0134287 0.0124531 0.0122509 0.00843334 0.012506 0.0133649 0.0134325 0.0130372 0.00806735 0.0135052 0.0130464 0.0100801 0.0132949
internal_weight=0 514 1857 293 1754 221 235 1450 115 1335 304 235 165 183 1257 1042 215 106 877 165 152 138
internal_count=2371 514 1857 293 1754 221 235 1450 115 1335 304 235 165 183 1257 1042 215 106 877 165 152 138
is_linear=0
shrinkage=0.0024518


Tree=1305
num_leaves=16
num_cat=0
split_feature=2 124 0 484 4 0 2 1455 1375 2 0 14 0 49 16
split_gain=9.37654 6.16171 4.21273 4.67867 3.52064 2.99253 4.09785 3.81765 2.30991 2.07207 1.92844 1.91596 3.11644 4.90739 2.09442
threshold=0.10859000000000001 -0.083859999999999976 0.024745000000000003 0.044540000000000003 -0.15450999999999995 -0.18560999999999997 0.10255500000000002 0.091225000000000014 -0.066804999999999989 0.09857500000000001 -0.049024999999999992 -0.072219999999999993 -0.074434999999999987 -0.012829999999999999 -0.064539999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 9 -6 7 8 -7 -3 -10 -2 13 -13 -14
right_child=2 4 -4 -5 5 6 -8 -9 10 -11 -12 12 14 -15 -16
leaf_value=-0.00021034587196877617 0.002548032646901852 0.0039537320216648771 -0.0014056488216936576 -0.0012048706792697811 0.0034687531445260988 0.0035006144475873409 -0.0001971476718851809 -0.00024360053113728258 0.0019534039637923006 0.0020465636406263418 0.00053441732485227705 0.0019917995671013479 0.00067854273832171255 -0.0010079477316973482 0.0024941081091487132
leaf_weight=86 59 86 57 58 71 59 63 52 1322 63 64 56 70 91 96
leaf_count=86 59 86 57 58 71 59 63 52 1322 63 64 56 70 91 96
internal_value=0 0.00187319 0.000630553 0.000900666 0.0019739 0.0018666 0.00179362 0.00187746 0.00195385 0.00314792 0.00188794 0.00122918 0.000980304 0.000134234 0.00172902
internal_weight=0 1866 487 430 1780 1631 1560 1497 1445 149 1386 372 313 147 166
internal_count=2353 1866 487 430 1780 1631 1560 1497 1445 149 1386 372 313 147 166
is_linear=0
shrinkage=0.00797318


Tree=1306
num_leaves=18
num_cat=0
split_feature=2 9 40 52 16 13 1 14 3 16 39 2 13 49 1446 401 13
split_gain=6.48573 6.3115 3.9113 4.32263 3.91426 4.44039 3.89423 3.88736 3.07071 8.59724 3.71119 2.15102 3.35069 6.92116 2.79657 1.6342 0.54514
threshold=0.10859000000000001 -1.0000000180025095e-35 -0.063404999999999989 -0.41304999999999997 -0.034109999999999994 -0.057284999999999996 0.11414000000000001 0.062655000000000016 -0.0035149999999999995 -0.042349999999999992 0.082470000000000016 0.097145000000000023 0.049530000000000012 0.0093850000000000027 0.087985000000000022 0.080710000000000018 -0.038394999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 -6 16 8 10 -10 11 14 13 -13 15 -3 -5
right_child=2 7 3 4 5 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.00092614820244683361 0.0021267008391479617 0.0013864037742041496 0.0019487289708764192 0.00095462528259566233 0.00051323103681851531 -0.0022922631110993863 -0.00062300232370852645 0.0033251882707972082 0.00073630160238436079 0.0039915655478250552 -0.00035626002679531755 -0.001883614610276156 0.0022023319487871778 0.0018800002287175284 0.0029510659319559071 0.0022647599251891986 0.002028009941302541
leaf_weight=61 74 1080 70 56 56 81 94 72 92 99 68 60 56 55 82 141 56
leaf_count=61 74 1080 70 56 56 81 94 72 92 99 68 60 56 55 82 141 56
internal_value=0 0.00149747 0.000504073 0.000213138 -0.000140826 -0.00114489 0.000526531 0.00157942 0.00150684 0.00242401 0.00139318 0.00147394 0.000664993 -8.29135e-05 0.00158004 0.0014879 0.00149205
internal_weight=0 1866 487 413 343 137 206 1805 1733 191 1542 1474 171 115 1303 1221 112
internal_count=2353 1866 487 413 343 137 206 1805 1733 191 1542 1474 171 115 1303 1221 112
is_linear=0
shrinkage=0.00766357


Tree=1307
num_leaves=16
num_cat=0
split_feature=149 2 484 133 12 151 15 15 13 13 457 457 12 13 43
split_gain=5.21675 4.72816 2.89241 3.55463 2.79179 2.8069 2.33233 8.23893 4.63023 3.30056 2.06839 2.24117 2.09158 4.48539 3.39651
threshold=0.079625000000000015 0.10859000000000001 0.088265000000000024 0.087605000000000002 -0.095379999999999979 0.057610000000000008 -0.025694999999999999 0.10712000000000001 -0.0011949999999999997 -0.15714499999999998 0.087350000000000011 0.069910000000000014 0.10184000000000001 0.087005000000000013 -0.087484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 10 8 -8 9 -3 11 12 13 -6 -14
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=-0.00047209573554927488 0.0031268237538531387 0.00091249582437612101 -0.0012448452272711299 0.0016089187505128315 0.0011612481524143888 -0.00037201333715740077 -0.00243285552768041 0.0013414945928641516 0.0017836623151400749 -0.001485699742116355 0.0022702712927552366 -0.00022485024990023797 -0.00086382825898479799 0.0027715948318687593 0.0011778845358200647
leaf_weight=54 53 52 52 103 1327 58 60 52 86 59 80 57 61 89 110
leaf_count=54 53 52 52 103 1327 58 60 52 86 59 80 57 61 89 110
internal_value=0 0.000923573 0.000297331 0.000492154 0.0010818 0.00112893 0.00011966 -0.000679817 0.000574561 -0.000361553 0.00117947 0.00112634 0.00117492 0.00126252 0.000449121
internal_weight=0 2300 464 412 1836 1782 309 112 197 111 1724 1644 1587 1416 171
internal_count=2353 2300 464 412 1836 1782 309 112 197 111 1724 1644 1587 1416 171
is_linear=0
shrinkage=0.00694113


Tree=1308
num_leaves=26
num_cat=0
split_feature=1 52 52 123 12 12 12 16 40 16 12 43 0 16 51 12 51 16 1212 12 42 43 43 42 52
split_gain=277.112 67.6318 31.7706 21.2925 17.8641 15.2758 7.19487 6.37152 9.23702 11.3089 5.42555 4.57554 4.3729 3.96396 6.70085 6.55271 7.07546 3.37159 3.10916 2.94995 2.35115 2.32522 1.09466 0.824217 0.683722
threshold=0.10293500000000001 -0.41304999999999997 0.12492500000000002 1.0000000180025095e-35 -0.096234999999999987 0.093840000000000021 0.088335000000000011 0.024125000000000004 -0.076644999999999977 -0.42004999999999992 0.11721500000000001 0.0061450000000000003 -0.081224999999999978 -0.096104999999999982 0.035765000000000012 0.081420000000000006 -0.094344999999999984 0.21684500000000004 -0.066149999999999987 0.084055000000000005 -1.0000000180025095e-35 -0.06513999999999999 0.03851000000000001 0.087755000000000014 0.092505000000000018
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 4 5 -3 11 7 8 -6 -10 17 13 23 14 -1 16 -15 20 -17 -20 24 -22 -23 -13 -7
right_child=1 2 -4 -5 6 10 -8 -9 9 -11 -12 12 -14 15 -16 18 -18 -19 19 -21 21 22 -24 -25 -26
leaf_value=0.0044769167045297558 0.0045182961116418709 0.00027906243316641897 0.0033482121465384343 0.0028185602597472228 0.0022071116900265891 0.0045151093407996201 0.0024182844202134315 0.0022835578688358378 0.0018599016467905022 0.00039386717318316356 0.0032538610269828698 0.0045715926082531009 0.0034689176691875298 0.0046803944556590418 0.005605788693745767 0.0050371370772101139 0.0035327898618024681 0.0035684186744823084 0.0048689553757285042 0.0044164564470964658 0.0043688886375130437 0.0034589988010683384 0.0039638739008738353 0.0041164140260745215 0.0041528859426413853
leaf_weight=91 70 55 78 63 58 89 91 64 57 78 68 52 55 53 52 69 93 82 106 657 53 52 59 52 56
leaf_count=91 70 55 78 63 58 89 91 64 57 78 68 52 55 53 52 69 93 82 106 657 53 52 59 52 56
internal_value=0 0.0022213 0.00188696 0.00424803 0.00160407 0.0042998 0.00181341 0.00159913 0.00137203 0.00101306 0.0039079 0.00444031 0.00404164 0.00449684 0.0048876 0.00443967 0.00394957 0.00402158 0.00452565 0.00447936 0.00414175 0.00393501 0.0037276 0.00434426 0.0043754
internal_weight=0 551 481 1802 403 1739 348 257 193 135 459 1280 159 1121 143 978 146 391 832 763 309 164 111 104 145
internal_count=2353 551 481 1802 403 1739 348 257 193 135 459 1280 159 1121 143 978 146 391 832 763 309 164 111 104 145
is_linear=0
shrinkage=0.00250084


Tree=1309
num_leaves=16
num_cat=0
split_feature=11 11 2 9 4 2 40 12 3 12 4 124 12 447 42
split_gain=4.60873 4.74877 4.58099 4.51794 4.13219 4.11443 3.76266 2.53094 3.35646 1.58106 2.1266 1.36722 2.61905 1.60552 1.22781
threshold=0.095165000000000013 0.077695000000000014 0.10859000000000001 -1.0000000180025095e-35 -0.16772499999999999 0.10188000000000001 -0.063404999999999989 -0.050214999999999989 -0.082634999999999986 0.095815000000000011 0.054560000000000004 -0.083859999999999976 -0.016554999999999997 0.083875000000000019 0.096490000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -4 -8 -9 10 -10 -6 -13 -14 -11
right_child=-2 5 6 4 11 -7 7 8 9 14 -12 12 13 -15 -16
leaf_value=-0.00080368701757419696 -0.001144396347278482 0.0040183922646461166 0.0018705939674544558 0.002763488694107388 -1.4506294145739471e-06 0.0011534641078146002 -0.0014086222244285216 -0.0013128699213560528 0.00035724067990799187 -0.00079794446486292471 0.0021916136324055236 0.0026375734938044841 0.0010798518226161869 0.0023987363715916713 0.00076566047855153481
leaf_weight=61 52 54 71 91 54 55 57 58 77 54 62 65 1435 52 55
leaf_count=61 52 54 71 91 54 55 57 58 77 54 62 65 1435 52 55
internal_value=0 0.00107243 0.000997755 0.00116508 0.0012359 0.00257351 0.000319779 1.62351e-05 0.000281907 0.000655196 0.00117602 0.00114929 0.00118938 0.00112603 -8.24806e-06
internal_weight=0 2301 2192 1758 1697 109 434 363 306 248 139 1606 1552 1487 109
internal_count=2353 2301 2192 1758 1697 109 434 363 306 248 139 1606 1552 1487 109
is_linear=0
shrinkage=0.00736598


Tree=1310
num_leaves=31
num_cat=0
split_feature=12 12 15 150 42 133 52 52 47 47 15 12 15 11 12 52 15 159 15 133 42 52 52 484 12 15 15 52 15 42
split_gain=184.432 47.6776 28.5506 26.8011 25.8952 24.6471 17.4605 16.3473 20.2481 11.5273 10.4098 7.85371 7.05388 9.64875 6.51348 4.8126 4.72279 3.45494 2.79211 2.65924 2.54183 2.18638 4.48249 1.79281 1.67244 1.42088 2.5801 1.8497 1.01115 0.739893
threshold=0.077755000000000005 0.1072 -0.37478999999999996 0.10325000000000002 -0.025789999999999997 0.0024650000000000006 -0.087769999999999987 -0.069924999999999987 0.11069000000000002 0.077555000000000013 -0.46140499999999995 0.087745000000000004 -0.035449999999999988 1.0000000180025095e-35 -0.016554999999999997 -0.025069999999999999 -0.077559999999999976 0.078675000000000009 0.091475000000000015 0.088385000000000005 0.091435000000000002 -0.046924999999999988 0.0074400000000000013 0.082450000000000009 0.090840000000000018 -0.032264999999999995 0.03981500000000001 0.074235000000000009 -0.094269999999999979 0.11457500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 10 6 -3 -6 17 -8 9 14 -1 19 16 15 -9 -14 21 -4 24 23 -18 -13 -23 25 -17 28 -27 -28 -2 -20
right_child=1 4 3 -5 5 -7 7 8 -10 -11 -12 12 13 -15 -16 18 20 -19 29 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0015196012084843483 0.0037979646664602993 0.0033377190004409587 0.0035256092692373081 0.00084840216405852203 0.00077968814695761779 0.0028778854580628105 0.0011864581330033625 0.0030785385306160173 0.0011460323393509819 0.0037530245337151257 0.00018335804815709209 0.0036833249426542853 0.002817638768764427 0.004477811920120236 0.0020060870741706706 0.0035813140293680674 0.0024430633213747897 0.0027446181754263279 0.0034584773186095573 0.0034435682876493754 0.0031383497073844313 0.0027192348235343727 0.0035531699512079016 0.0041884087414324964 0.0039708523547188831 0.0033744248265319106 0.00419918346545981 0.0037220070951384963 0.0042602294884475237 0.0031337055307561735
leaf_weight=86 53 96 70 68 70 56 76 53 52 52 52 84 52 63 78 150 58 58 173 103 60 62 86 80 107 88 63 170 56 53
leaf_count=86 53 96 70 68 70 56 76 53 52 52 52 84 52 63 78 150 58 58 173 103 60 62 86 80 107 88 63 170 56 53
internal_value=0 0.00343757 0.00196694 0.00222566 0.00241537 0.00171242 0.00243893 0.00213717 0.00244453 0.00281336 0.00101627 0.00358293 0.00344822 0.00360406 0.00244017 0.00350112 0.0031819 0.00317192 0.00357465 0.00379122 0.00279681 0.00337765 0.00320399 0.00386138 0.00374359 0.00380048 0.00372053 0.00385114 0.00403569 0.00338243
internal_weight=0 1783 645 507 222 126 439 311 235 183 138 1561 948 598 131 535 350 128 483 613 118 232 148 510 257 430 321 233 109 226
internal_count=2428 1783 645 507 222 126 439 311 235 183 138 1561 948 598 131 535 350 128 483 613 118 232 148 510 257 430 321 233 109 226
is_linear=0
shrinkage=0.00235659


Tree=1311
num_leaves=11
num_cat=0
split_feature=0 49 9 10 2 49 2 160 123 160
split_gain=4.63733 3.32614 2.4296 5.10554 2.53822 2.29384 1.77589 2.31434 2.54121 2.04059
threshold=-0.21196999999999996 -0.15562499999999999 -0.013509999999999999 -1.0000000180025095e-35 0.14794000000000004 -0.042269999999999995 -0.0091949999999999983 0.055845000000000006 0.085740000000000011 0.41176000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 6 -1 -5 8 -8 -9
right_child=1 2 3 4 -6 -7 7 9 -10 -11
leaf_value=0.00053226583553028773 -0.00072564410707584039 0.0025732081498870615 -0.0010338682653381233 -0.00016304396074852043 0.0026018540514896769 -0.0016774463674811941 0.0010559464102190791 0.002126442953957064 -0.00045711350119451562 0.00053350617849402338
leaf_weight=53 59 60 65 65 62 53 1688 199 65 59
leaf_count=53 59 60 65 65 62 53 1688 199 65 59
internal_value=0 0.00103465 0.00108058 0.00103989 0.00110298 -0.000571834 0.00105817 0.00109768 0.000999797 0.00176248
internal_weight=0 2322 2263 2203 2138 106 2076 2011 1753 258
internal_count=2428 2322 2263 2203 2138 106 2076 2011 1753 258
is_linear=0
shrinkage=0.0075133


Tree=1312
num_leaves=12
num_cat=0
split_feature=12 40 1375 2 1 1 376 158 481 16 16
split_gain=3.86755 3.61774 3.17659 3.25423 4.66399 3.70341 2.29738 2.48755 2.55766 1.78077 1.30945
threshold=0.13969000000000004 0.051255000000000002 -0.096099999999999977 0.15855000000000002 0.12048000000000002 0.12958500000000003 0.084195000000000006 0.085900000000000018 1.0000000180025095e-35 -0.41163499999999992 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 -4 -7 -9
right_child=-2 -3 3 -5 5 9 -8 10 -10 -11 -12
leaf_value=-0.0010221644379742459 -0.0013515744571449748 -0.0011673311766163925 0.0008957202277301967 0.0030834844466811951 -0.0020956356174751086 -0.00054198374017626122 0.0027639855118596689 0.0024274504461338706 0.0027461643737238116 0.0015975746928491882 0.00093944033307365225
leaf_weight=53 52 55 1757 52 56 53 55 128 53 54 60
leaf_count=53 52 55 1757 52 56 53 55 128 53 54 60
internal_value=0 0.000934661 0.00098451 0.00103144 0.000983249 -0.000366943 0.00109049 0.00104438 0.000949953 0.000536966 0.00195302
internal_weight=0 2376 2321 2268 2216 163 2053 1998 1810 107 188
internal_count=2428 2376 2321 2268 2216 163 2053 1998 1810 107 188
is_linear=0
shrinkage=0.00829529


Tree=1313
num_leaves=22
num_cat=0
split_feature=1 3 12 51 47 1 150 150 16 16 12 12 3 0 51 130 1 0 3 1 0
split_gain=283.835 62.4612 24.1999 19.093 13.3332 11.4371 11.418 10.7975 16.2054 9.13979 8.18447 6.96604 4.48572 9.22541 2.81529 2.36677 2.74458 7.23608 4.0206 1.79636 0.423495
threshold=0.10574000000000001 -0.055839999999999994 0.077755000000000005 -0.097374999999999975 0.10019500000000002 0.12258000000000001 0.084680000000000019 0.085455000000000017 -0.074874999999999983 -0.28430999999999995 -0.081314999999999985 0.11769500000000001 -0.15680499999999997 -0.060199999999999997 -0.029924999999999997 0.093210000000000015 0.079415000000000013 -0.088709999999999983 -0.090769999999999976 0.090540000000000023 -0.08095999999999999
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=2 9 3 -1 5 6 -3 8 -5 -2 -7 12 -4 15 -11 16 18 -18 -14 -10 -17
right_child=1 4 11 7 -6 10 -8 -9 19 14 -12 -13 13 -15 -16 20 17 -19 -20 -21 -22
leaf_value=0.0055094518191110813 0.003281975128338038 0.0030862099610490588 0.0056146971875041087 0.0051086920448608101 0.0032119219895321402 0.0022456333539413128 0.001644920790679755 0.0030453237567862547 0.0039530034068535769 0.0040827507784989654 0.0010495365827369765 0.0042360037720385333 0.0054925693237730952 0.0042306353723423149 0.0048507764679560769 0.0048885245369179884 0.0041596936018564266 0.005067855671264233 0.0050734834516937216 0.0033402163776848916 0.0045915848613126723
leaf_weight=57 59 82 73 75 69 56 52 57 60 58 81 67 161 85 54 56 64 251 791 53 67
leaf_count=57 59 82 73 75 69 56 52 57 60 58 81 67 161 85 54 56 64 251 791 53 67
internal_value=0 0.0028641 0.00488038 0.00425526 0.00226794 0.00202749 0.0025271 0.00396336 0.00424157 0.00404929 0.00153864 0.00499726 0.00503019 0.00500124 0.00445328 0.00504835 0.00507953 0.00488342 0.00514439 0.00366582 0.00472699
internal_weight=0 511 1917 302 340 271 134 245 188 171 137 1615 1548 1475 112 1390 1267 315 952 113 123
internal_count=2428 511 1917 302 340 271 134 245 188 171 137 1615 1548 1475 112 1390 1267 315 952 113 123
is_linear=0
shrinkage=0.00240373


Tree=1314
num_leaves=21
num_cat=0
split_feature=1 3 12 4 150 4 15 1 15 4 12 12 1 1 43 4 13 475 3 12
split_gain=223.455 42.7803 17.0241 15.6532 13.7909 11.8035 14.2549 11.5394 10.8783 10.5327 7.73238 6.46117 6.00763 5.82838 3.81787 4.90162 5.86704 3.10915 3.47938 1.88116
threshold=0.10574000000000001 -0.066704999999999987 0.077755000000000005 0.41181500000000004 0.085455000000000017 -0.045299999999999993 -0.044164999999999989 0.12337000000000002 -0.015464999999999998 -0.16270999999999997 0.11769500000000001 -0.085209999999999994 0.090785000000000018 0.11570500000000002 -0.20207499999999998 -0.26545999999999997 0.066010000000000013 -0.08644499999999998 -0.081024999999999986 -0.06202499999999999
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 3 4 13 8 -3 7 19 12 -10 14 -9 -1 -2 -4 -16 17 -17 -19 -7
right_child=1 5 10 -5 -6 6 -8 11 9 -11 -12 -13 -14 -15 15 16 -18 18 -20 -21
leaf_value=0.0039327342396824052 0.0035867123454634674 0.0022031276870950671 0.002921404206889861 0.0016134446568978294 0.0018502872247191109 0.0015105529229287248 0 0.0014499119581488718 0.003202729918271848 0.0018492810532106793 0.0026699752781455099 0.00044623901362310738 0.0029742325067465326 0.0025616138544903395 0.0040789493303137444 0.0029316499529599528 0.0027119186304221123 0.0035783730167165033 0.0033419700637779986 0.0020916156954104257
leaf_weight=72 56 52 67 53 57 54 52 52 60 54 67 81 59 54 62 52 53 813 501 57
leaf_count=72 56 52 67 53 57 54 52 52 60 54 67 81 59 54 62 52 53 813 501 57
internal_value=0 0.00166682 0.00331958 0.00260579 0.00283517 0.00122694 0.00105537 0.00128034 0.00306422 0.00256183 0.00341014 0.000838831 0.00350122 0.0030837 0.00344216 0.00346571 0.0034389 0.00346708 0.00348826 0.00180915
internal_weight=0 511 1917 163 302 348 296 244 245 114 1615 133 131 110 1548 1481 1419 1366 1314 111
internal_count=2428 511 1917 163 302 348 296 244 245 114 1615 133 131 110 1548 1481 1419 1366 1314 111
is_linear=0
shrinkage=0.00222067


Tree=1315
num_leaves=19
num_cat=0
split_feature=1 10 123 13 124 4 155 13 4 4 4 16 133 43 4 1 1 43
split_gain=114.323 29.7476 12.1076 14.3429 11.633 10.9486 7.62993 5.31099 6.94692 8.5052 6.98097 5.54865 8.54724 4.85738 3.55366 3.36392 2.35019 1.48493
threshold=0.10932500000000002 -1.0000000180025095e-35 0.085740000000000011 -0.28558999999999996 -0.082254999999999981 0.024315000000000003 0.083440000000000014 0.034905000000000012 -0.38908499999999996 -0.11205499999999999 0.0071200000000000005 -0.095794999999999977 0.024130000000000002 -0.00045499999999999995 0.42098500000000005 0.083555000000000018 0.073870000000000005 -0.10961499999999998
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 -3 -1 -5 7 8 -6 -10 13 -9 17 -11 -7 -12 -8 -13
right_child=1 2 -4 5 6 14 16 11 9 10 15 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0022962138344548881 0.0005170312940072382 0.001283657577006474 0.0012428841117826078 0.0035057042788144265 0.0039475597203160332 0.0026280526963754561 0.0034053866919928574 0.0035277565288948294 0.0022535603136367315 0.003402705664321542 0.0030651566512807506 0.0025612133840584878 0.0033142999187264453 0.0030472075910460646 0.0018586151999732345 0.0024936085321404359 0.0040485789813932199 0.0020345807535628582
leaf_weight=80 81 54 69 59 71 76 57 53 52 812 179 57 71 292 60 85 73 64
leaf_count=80 81 54 69 59 71 76 57 53 52 812 179 57 71 292 60 85 73 64
internal_value=0 0.0017924 0.00211718 0.00235935 0.00317729 0.00265711 0.00321505 0.00317372 0.00322669 0.00319062 0.00322623 0.00285128 0.00266442 0.0033087 0.00228878 0.00288123 0.00376676 0.00228287
internal_weight=0 399 318 249 1946 195 1866 1736 1491 1420 1368 245 192 1104 136 264 130 121
internal_count=2345 399 318 249 1946 195 1866 1736 1491 1420 1368 245 192 1104 136 264 130 121
is_linear=0
shrinkage=0.00235659


Tree=1316
num_leaves=18
num_cat=0
split_feature=3 123 2 15 0 3 2 2 15 52 3 3 3 15 11 15 2
split_gain=192.763 125.678 47.7242 22.3213 20.8282 13.8636 11.3398 22.1407 9.64827 9.53582 33.5205 13.882 5.74933 4.64371 4.30306 3.60623 2.13646
threshold=0.25468500000000005 1.0000000180025095e-35 0.13574000000000003 0.03981500000000001 -0.14666499999999996 -0.12077499999999998 0.106285 -0.007134999999999999 -0.10556999999999998 -0.12329499999999999 -0.12077499999999998 -0.067429999999999976 -0.063814999999999997 0.11315500000000002 0.077290000000000011 -0.079799999999999996 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -5 7 -3 -1 14 -11 -12 13 16 15 -6 -7
right_child=-2 6 -4 5 9 12 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0041874618319203104 0.0010418100699145299 0.0019182362121962445 0.0027336448314675345 0.0058342724273726613 0.005137597634485346 0.004804445220050294 0.0016884531548276612 0.0039873082672276985 0.0029477796912927017 0.003012968327248915 0.004673929598464144 0.0038530033221337639 0.0054242918940150767 0.0041720588678341554 0.0053192177133504163 0.0044610867922592716 0.0044676967326411562
leaf_weight=58 102 59 83 65 57 502 68 52 80 96 471 144 58 90 63 168 129
leaf_count=58 102 59 83 65 57 502 68 52 80 96 471 144 58 90 63 168 129
internal_value=0 0.00428966 0.00445073 0.00452266 0.00431115 0.00480757 0.00243229 0.00288775 0.00346898 0.00442747 0.00428347 0.00448175 0.00472186 0.00466532 0.00478287 0.00463258 0.00473564
internal_weight=0 2243 2064 1981 1137 844 179 111 138 999 711 615 779 721 288 225 631
internal_count=2345 2243 2064 1981 1137 844 179 111 138 999 711 615 779 721 288 225 631
is_linear=0
shrinkage=0.00231039


Tree=1317
num_leaves=12
num_cat=0
split_feature=3 14 1425 48 13 4 4 3 3 124 3
split_gain=6.85536 11.8448 3.5675 3.58011 7.74395 4.98115 4.05435 3.46712 3.05149 2.0515 1.7487
threshold=0.25468500000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.093265000000000015 -0.0021749999999999994 -0.17689999999999997 -0.1075 -0.14162499999999997 0.091170000000000015 -0.043384999999999993 -0.075194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 10 7 -7 -3 9 -8 -5
right_child=-2 2 -4 4 -6 6 8 -9 -10 -11 -12
leaf_value=0.0041452708974991882 -0.00056369860768763725 0.004350154338764893 0.0032438943710418585 0.0021164830095458096 -0.0016241259934660556 -0.00062769330518747861 0.00040144579592650147 0.0018441100542441449 -0.00024711003988873531 0.0015054925596499299 0.00035091399009979713
leaf_weight=93 102 53 57 85 75 62 106 84 66 1508 54
leaf_count=93 102 53 57 85 75 62 106 84 66 1508 54
internal_value=0 0.00146717 0.00135128 0.0012997 0.000360005 0.00140668 0.00129594 0.0028142 0.00136698 0.00143303 0.00143117
internal_weight=0 2243 2150 2093 214 1879 1742 137 1680 1614 139
internal_count=2345 2243 2150 2093 214 1879 1742 137 1680 1614 139
is_linear=0
shrinkage=0.00766357


Tree=1318
num_leaves=20
num_cat=0
split_feature=3 3 43 2 39 3 0 147 0 3 42 47 3 0 52 52 2 43 3
split_gain=171.896 80.4147 57.1272 15.7517 14.1163 13.4834 12.0297 10.8827 7.5196 7.38698 7.09669 6.63421 5.39705 3.67869 5.41214 10.9163 4.92276 5.11042 3.1949
threshold=-0.059629999999999996 0.25468500000000005 -0.033174999999999989 0.11543000000000002 0.087735000000000021 0.11745500000000002 -0.07304999999999999 0.085835000000000009 -0.14216999999999999 -0.10175499999999998 0.091090000000000018 0.10323000000000002 0.084735000000000019 -0.079119999999999982 -0.53454499999999994 -0.068499999999999991 0.090000000000000011 -0.073404999999999984 -0.097574999999999981
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 7 -2 6 12 8 -1 -5 -6 13 -4 16 -15 -16 18 -18 -10
right_child=1 -3 5 9 10 -7 -8 -9 11 -11 -12 -13 -14 14 15 -17 17 -19 -20
leaf_value=0.0043980004058552773 0.0022055716407828039 0.0001133444914676877 0.0040154599168170128 0.0019607455299655283 0.0014186325518755717 0.0021217903694691399 0.0025446247575650655 0.0024783631364389399 0.0042905434853384265 0.0031901335360261097 0.00030606670684315564 0.0028948339266343993 0.003173150241275415 0.0039980711766159568 0.0024540246723344103 0.003469859078356521 0.0036210289931711127 0.0028061863509543854 0.0036920497446082407
leaf_weight=57 85 102 92 53 80 74 86 54 54 56 53 88 79 70 72 324 109 71 686
leaf_count=57 85 102 92 53 80 74 86 54 54 56 53 88 79 70 72 324 109 71 686
internal_value=0 0.00203514 0.00239215 0.00346001 0.00145521 0.00300914 0.00326455 0.00351965 0.00355636 0.00259259 0.000975468 0.0035238 0.00362647 0.00356371 0.00339236 0.00328523 0.00365048 0.00329976 0.00373576
internal_weight=0 651 549 1694 218 331 257 1585 1531 109 133 1474 171 1386 466 396 920 180 740
internal_count=2345 651 549 1694 218 331 257 1585 1531 109 133 1474 171 1386 466 396 920 180 740
is_linear=0
shrinkage=0.00235659


Tree=1319
num_leaves=28
num_cat=0
split_feature=4 3 3 43 3 156 39 14 48 0 15 15 16 11 4 4 3 43 16 42 50 3 151 15 1213 43 42
split_gain=399.304 149.473 65.2669 72.7363 26.1018 22.1141 19.3192 15.4043 14.2865 14.1959 9.07156 8.71514 15.0492 9.01424 8.68333 4.58893 19.578 8.22798 4.36135 3.8659 3.03733 2.94172 2.42991 1.83628 1.43399 1.15843 0.744722
threshold=0.30163500000000004 -0.06340999999999998 0.25468500000000005 -0.033174999999999989 0.13772500000000001 0.050840000000000003 0.088025000000000006 0.076175000000000007 0.087470000000000006 -0.076209999999999986 -0.42443999999999993 0.03981500000000001 0.081265000000000018 0.080705000000000013 0.054560000000000004 -0.053824999999999991 0.088465000000000002 0.0054600000000000004 -0.26987499999999992 0.086895000000000014 0.10883000000000001 -0.082844999999999988 -0.088054999999999981 -0.061559999999999997 0.027540000000000002 0.0032700000000000003 0.10799000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 8 6 15 10 9 -3 14 -2 12 -11 23 19 -5 17 -17 -16 20 22 -13 -1 -14 25 -21 -23
right_child=4 2 -4 5 -6 -7 -8 -9 -10 11 -12 21 13 -15 18 16 -18 -19 -20 24 -22 26 -24 -25 -26 -27 -28
leaf_value=0.0044678894634946811 0.0027404671648197316 0.0026954143620532673 0.00066285437720332461 0.0043289189555455179 -0.00043498151910576854 0.0052952475846365036 0.00046694393524696688 0.0058121347601078127 0.0012606521385518459 0.0028383968467520877 0.0014113009216408252 0.0049876476753698594 0.0040934919546723814 0.0050315901919855219 0.0045114633423390367 0.0047748279863090073 0.0023599515134468054 0.0034874090025766901 0.0035729653944252247 0.0045314687659731906 0.0042833598000832493 0.0045155359191873844 0.0049361896891500483 0.0035305125702749214 0.0048755923867842815 0.0041439858395506419 0.0041251764079391793
leaf_weight=71 53 95 55 55 54 66 72 53 65 60 62 59 86 52 54 53 53 58 57 248 52 62 533 53 57 54 53
leaf_count=71 53 95 55 55 54 66 72 53 65 60 62 59 86 52 54 53 53 58 57 248 52 62 533 53 57 54 53
internal_value=0 0.00421044 0.00308526 0.0033846 0.00100789 0.00409856 0.00142468 0.00456116 0.0021127 0.0045184 0.00202409 0.00415088 0.00386924 0.00419293 0.00465709 0.0037378 0.00353941 0.00410235 0.00402976 0.00472567 0.00483383 0.00455701 0.00488118 0.00387901 0.00452796 0.00446227 0.00433585
internal_weight=0 2104 500 445 241 285 187 1604 160 1551 115 425 251 191 1126 219 164 111 111 1015 656 174 604 139 359 302 115
internal_count=2345 2104 500 445 241 285 187 1604 160 1551 115 425 251 191 1126 219 164 111 111 1015 656 174 604 139 359 302 115
is_linear=0
shrinkage=0.00235659


Tree=1320
num_leaves=12
num_cat=0
split_feature=31 147 52 1 1456 51 16 14 14 52 16
split_gain=7.2447 5.19046 6.95672 4.22026 2.282 3.25247 4.38636 4.89576 4.4526 4.07305 1.31154
threshold=-0.019269999999999999 0.087210000000000024 -0.0065299999999999993 0.13712000000000005 0.08814000000000001 -0.41904999999999998 0.25032500000000008 0.076175000000000007 -0.10708499999999999 -0.42890999999999996 0.41593000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 8 -7 10 -8
right_child=1 2 -4 -5 -6 6 9 -9 -10 -11 -12
leaf_value=-0.0012724390024335694 0.0043315892922941206 0.0023422079103843163 -0.0022480849263224823 0.00016422652232196469 0.00072104950943872436 0.0046003887878714516 0.00083004726426574599 0.0048153254475097338 0.0020364874802056374 -0.0013596448370721721 0.0025806237776004968
leaf_weight=63 55 53 58 103 101 59 84 59 1583 54 63
leaf_count=63 55 53 58 103 101 59 84 59 1583 54 63
internal_value=0 0.00187521 -5.54426e-05 0.00197443 0.00206498 0.00213429 0.0020707 0.00222192 0.00212867 0.00079046 0.00158096
internal_weight=0 2272 111 2161 2058 1957 1902 1701 1642 201 147
internal_count=2335 2272 111 2161 2058 1957 1902 1701 1642 201 147
is_linear=0
shrinkage=0.00915867


Tree=1321
num_leaves=28
num_cat=0
split_feature=1 3 10 39 1 47 1 12 50 1 42 13 13 1 12 3 12 13 13 131 13 1 42 133 12 42 133
split_gain=405.283 57.6065 28.9096 20.4238 17.6267 14.7146 9.71942 6.58517 5.71519 12.5328 4.92897 7.96283 4.82642 5.9605 4.26986 3.92181 3.5379 2.25309 2.13268 2.08715 1.62401 1.43149 1.33048 0.947141 1.33899 0.926824 0.448868
threshold=0.10538500000000002 -0.058704999999999993 -1.0000000180025095e-35 0.081875000000000017 0.12122500000000001 0.10019500000000002 0.11918000000000002 0.091475000000000015 0.041865000000000006 0.088595000000000021 0.084145000000000011 -0.061199999999999991 0.060910000000000013 1.0000000180025095e-35 0.08623500000000002 -0.12595999999999999 0.084405000000000022 -0.085764999999999994 -0.065269999999999981 1.0000000180025095e-35 -0.066659999999999983 0.08826500000000001 -0.056754999999999993 0.090375000000000025 0.094835000000000017 -0.090824999999999989 0.084880000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 7 20 6 -4 8 9 12 15 23 13 18 -11 -9 -10 -8 -1 22 -2 26 25 24 -12 -17 -18
right_child=1 2 5 -5 -6 -7 17 10 16 14 11 -13 -14 -15 -16 19 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0035176986897301854 0.003018207493992303 -0.00060832228369238296 0.001227765707205967 0.0024709136421067601 0.0011459779112784074 0.0020013556199956631 0.0005671447725389755 0.0041107997663423637 0.0043402418417199809 0.0025554885555280293 0.0037900457541399936 0.0025955279652525461 0.0029890713603903762 0.0042418029023600454 0.0033961012567626505 0.0033449955142355174 0.0034810366624831194 -8.3863326938808037e-05 0.0038044737416175456 0.0038310713031363976 0.0024861672637317023 0.0040630860519079914 0.0035382176269683789 0.0032201811320790009 0.0032858379015694998 0.0029299211117218313 0.0037666795947764826
leaf_weight=370 54 74 98 100 52 58 55 52 76 78 53 97 52 93 52 63 65 54 213 52 67 54 83 103 58 52 57
leaf_count=370 54 74 98 100 52 58 55 52 76 78 53 97 52 93 52 63 65 54 213 52 67 54 83 103 58 52 57
internal_value=0 0.00118607 0.00064321 0.0034669 0.00224969 0.000992786 0.000710074 0.0035247 0.00362901 0.00354064 0.00333577 0.00313495 0.00365645 0.00370775 0.00289192 0.00354251 0.00392978 0.000244405 0.00362251 0.0034242 0.00272381 0.0037524 0.00331723 0.00337934 0.0035268 0.00315752 0.00361469
internal_weight=0 512 339 1823 173 265 207 1723 1110 858 613 311 728 676 130 302 252 109 583 250 121 176 198 214 111 115 122
internal_count=2335 512 339 1823 173 265 207 1723 1110 858 613 311 728 676 130 302 252 109 583 250 121 176 198 214 111 115 122
is_linear=0
shrinkage=0.00226508


Tree=1322
num_leaves=21
num_cat=0
split_feature=1 2 15 124 151 2 2 15 13 49 15 2 41 157 157 15 2 0 13 43
split_gain=305.483 50.9289 40.0035 19.3278 16.0423 10.7842 9.1755 7.95934 8.12048 10.2526 7.55129 6.58385 5.57015 4.71859 5.13536 4.67496 4.03953 3.96616 1.06008 1.63883
threshold=0.10538500000000002 0.14823500000000003 -0.087404999999999983 -0.043384999999999993 -0.033849999999999991 -1.0000000180025095e-35 0.11585500000000001 -0.031659999999999994 -0.016999999999999998 0.083250000000000005 -0.017454999999999995 0.12708000000000003 0.075585000000000013 -0.084639999999999979 -0.07686999999999998 -0.082674999999999985 0.089830000000000007 -0.052239999999999988 -0.080479999999999982 -0.081114999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 -4 -2 7 8 15 -10 -6 -7 13 -9 -15 18 -16 -8 19 -5
right_child=1 -3 4 6 10 11 17 12 9 -11 -12 -13 -14 14 16 -17 -18 -19 -20 -21
leaf_value=0.0026771924726571622 0.00062105957464465866 0.00017808486601217298 0.0017922708438604929 0.0041663353463066485 0.0036286132950702293 0.0021017604081563918 0.0036056147105486026 0.0044608438691488917 0.0027021112568040235 0.0037489369416121446 0.0026123282460265972 0.0011268017162070145 0.004657809317472182 0.0031845719732885077 0.0040165255328726765 0.0033914279517735803 0.0036903201014947431 0.0027218232419448543 0.0042961921472831318 0.0037299379111748764
leaf_weight=81 63 85 59 81 86 95 52 78 92 101 67 57 56 52 654 88 281 53 52 102
leaf_count=81 63 85 59 81 86 95 52 78 92 101 67 57 56 52 654 88 281 53 52 102
internal_value=0 0.00177956 0.0020983 0.00375979 0.0027966 0.00140963 0.00381011 0.00385182 0.00361847 0.00325006 0.00318373 0.00173631 0.0039592 0.00392244 0.00387987 0.00383854 0.00391852 0.00315974 0.00400586 0.00392323
internal_weight=0 512 427 1823 212 215 1742 1637 516 193 153 152 1121 1065 987 323 935 105 235 183
internal_count=2335 512 427 1823 212 215 1742 1637 516 193 153 152 1121 1065 987 323 935 105 235 183
is_linear=0
shrinkage=0.00226508


Tree=1323
num_leaves=23
num_cat=0
split_feature=1 2 2 2 43 124 13 50 12 13 12 12 2 1 12 12 12 1 15 43 15 15
split_gain=207.313 35.7221 26.3472 21.9758 14.2691 13.5989 10.5484 8.09909 10.964 7.37107 7.01678 5.4221 3.8558 8.77404 6.42517 4.30479 3.04252 1.96687 1.60116 1.16239 0.835162 0.83092
threshold=0.10538500000000002 0.14461000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.043384999999999993 -0.0074049999999999993 1.0000000180025095e-35 0.084405000000000022 0.021935000000000003 0.09334000000000002 0.094045000000000004 0.087675000000000017 0.088735000000000022 0.089625000000000024 0.078515000000000015 0.084555000000000005 0.088950000000000015 -0.077559999999999976 -0.082739999999999994 -0.0085199999999999981 0.081915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 -6 9 -9 12 -11 17 14 16 15 -7 -14 20 -18 -17 -10 -12
right_child=1 -3 3 4 6 7 -8 8 11 10 21 -13 13 -15 -16 19 18 -19 -20 -21 -22 -23
leaf_value=0.0027719044309407331 0.0012043662828569183 0.00074798461348959304 0.0036002753306907105 0.0013856515566907832 0.0018755813903154686 0.0046402562222930223 0.0031391551870593986 0.0048631883609628647 0.0037364170425394786 0.0027829532990194046 0.0038254505370900818 0.0034221489331852906 0.0042532530111710669 0.0027758193291134007 0.0033153475172258942 0.0041588087238760771 0.0038987485303294883 0.0044136708970153801 0.0035757230574940194 0.003852582537105556 0.0040960286454693037 0.0034206193746497554
leaf_weight=81 91 99 94 73 60 53 95 76 71 93 67 104 53 62 90 92 115 68 357 310 79 52
leaf_count=81 91 99 94 73 60 53 95 76 71 93 67 104 53 62 90 92 115 68 357 310 79 52
internal_value=0 0.00201974 0.00232453 0.00264102 0.00224543 0.00371699 0.00265019 0.00376092 0.0040568 0.00367328 0.00326907 0.0038664 0.00374895 0.00361582 0.0038923 0.00400636 0.00371498 0.00407822 0.00365448 0.00392273 0.00392598 0.00364876
internal_weight=0 512 413 322 228 1823 155 1742 398 1344 212 322 1132 587 545 455 525 218 472 402 150 119
internal_count=2335 512 413 322 228 1823 155 1742 398 1344 212 322 1132 587 545 455 525 218 472 402 150 119
is_linear=0
shrinkage=0.00235659


Tree=1324
num_leaves=24
num_cat=0
split_feature=4 40 14 16 13 52 13 4 16 43 130 157 13 13 13 157 157 13 16 4 4 1429 130
split_gain=248.903 39.9071 20.6672 19.0742 18.6089 16.5325 15.6606 20.4503 8.77032 16.7378 7.92032 9.85263 6.83595 4.29363 3.90517 3.40775 3.32775 3.26468 2.45575 2.53566 1.99263 1.90543 1.22795
threshold=0.30163500000000004 -0.026419999999999996 -0.42495999999999995 -0.4582 -0.16392499999999996 -0.012164999999999999 -0.077549999999999994 -0.060264999999999992 -0.0011349999999999999 -0.027294999999999996 0.012250000000000002 -0.06588999999999999 -0.10099999999999999 0.0049200000000000008 -0.050754999999999995 -0.0041249999999999993 -0.059399999999999988 -0.061199999999999991 0.0070300000000000007 0.056815000000000011 0.42405000000000009 0.083810000000000009 0.096970000000000015
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=1 5 -2 20 -3 -1 12 8 13 -10 11 -9 -6 14 -8 -11 21 -13 19 -18 -4 -14 -12
right_child=2 4 3 -5 6 -7 7 10 9 15 22 17 16 -15 -16 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0025514106790278947 0.0030009310307384028 0.0031454427212810991 0.0016669627008033471 0.00036266031126328072 0.0053542776655682691 0.0040929481319507671 0.0042892948960619355 0.0027587222911287712 0.0030885595419378278 0.0050370966551327098 0.004649525808829792 0.0042115614308864411 0.0051185555049207488 0.0042159467694127921 0.0049129002088017775 0.0042382420312502113 0.0046243174698470824 0.0036936481524908016 0.0040344918412043452 0.0040723549645123704 0.002247398132186362 0.0045648566626426794 0.0041747168531320409
leaf_weight=103 60 70 74 64 72 62 70 54 64 52 53 97 88 91 290 71 361 231 59 54 60 59 76
leaf_count=103 60 70 74 64 72 62 70 54 64 52 53 97 88 91 290 71 361 231 59 54 60 59 76
internal_value=0 0.00424333 0.00178892 0.00142151 0.00433932 0.00313081 0.00438468 0.0042157 0.00449731 0.00406718 0.00386405 0.00369313 0.00466481 0.00467559 0.00479171 0.00457617 0.00458483 0.00384689 0.00448812 0.00455256 0.00192705 0.00489649 0.00436999
internal_weight=0 2077 258 198 1912 165 1842 1149 638 187 511 382 693 451 360 123 621 328 474 415 134 147 129
internal_count=2335 2077 258 198 1912 165 1842 1149 638 187 511 382 693 451 360 123 621 328 474 415 134 147 129
is_linear=0
shrinkage=0.00235659


Tree=1325
num_leaves=24
num_cat=0
split_feature=4 0 52 16 16 50 52 16 0 0 0 4 4 12 0 16 51 484 0 0 1 1 4
split_gain=8.51475 4.65026 6.60122 4.09182 7.36409 5.2482 6.44302 5.32689 15.3325 3.28429 2.78863 3.49783 2.76896 2.08914 1.96658 1.93126 2.92039 2.85249 2.01489 1.6945 1.67736 1.44246 1.07996
threshold=0.27161500000000005 -0.010949999999999998 0.044705000000000002 -0.011859999999999997 -0.018199999999999997 1.0000000180025095e-35 0.10096500000000001 0.081265000000000018 -0.076859999999999984 -0.049744999999999991 -0.10185499999999999 -0.0083249999999999973 0.50657000000000008 0.10124000000000001 -0.074544999999999986 -0.068504999999999996 0.11696500000000001 -0.051889999999999999 -0.14097999999999997 -0.11208499999999998 0.092485000000000026 0.085345000000000018 -0.047309999999999998
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 12 4 9 6 7 8 10 15 -5 -12 -2 14 -9 16 18 -17 -1 -20 22 -16 -19
right_child=1 -3 -4 5 -6 -7 -8 13 -10 -11 11 -13 -14 -15 21 17 -18 20 19 -21 -22 -23 -24
leaf_value=0.0010168774503496009 -0.0014808251280759596 0.0023617066424055175 0.0022064524352921016 0.00021611681021242114 0.0044457308524477757 0.0032743456766719699 -0.00056395187459343861 0.0035656625936915098 -0.002426043628161022 0.0038681179043745261 0.0012289107864116788 0.0030574486422120448 0.00047053147942954695 0.00095969440812898436 0.0014939029847578025 -3.7591214694598532e-05 0.0038224053601928708 0.0020358792526713027 0.0034263652909047675 0.0020960867727791792 0.0029182022873830717 0.0027074473992901213 0.00062398482464795242
leaf_weight=85 89 63 58 54 75 87 78 71 57 53 122 99 66 53 92 53 53 61 54 699 55 116 53
leaf_count=85 89 63 58 54 75 87 78 71 57 53 122 99 66 53 92 53 53 61 54 699 55 116 53
internal_value=0 0.000638045 0.000127868 0.00198881 0.00225138 0.00159565 0.00139872 0.00162939 0.000982161 0.00211016 0.00168887 0.00204838 -0.000649428 0.00227639 0.00252623 0.00202638 0.0021767 0.00142273 0.00207253 0.00219159 0.00188115 0.00217106 0.00138015
internal_weight=0 276 213 2070 1241 829 742 664 332 1166 275 221 155 332 279 1113 891 222 838 753 169 208 114
internal_count=2346 276 213 2070 1241 829 742 664 332 1166 275 221 155 332 279 1113 891 222 838 753 169 208 114
is_linear=0
shrinkage=0.00722155


Tree=1326
num_leaves=23
num_cat=0
split_feature=1 12 15 47 1 15 4 3 0 3 15 1 4 15 3 0 16 13 39 43 128 133
split_gain=186.277 37.497 24.0427 19.8045 16.8212 13.9261 13.387 11.5805 15.439 9.70419 8.35523 7.50012 5.90753 5.85351 5.64666 5.38374 4.12034 3.82767 3.22245 2.68049 1.43284 1.53846
threshold=0.12007000000000002 0.077755000000000005 0.022565000000000005 0.097480000000000011 0.092655000000000015 -1.0000000180025095e-35 0.053010000000000009 -0.14162499999999997 -0.064804999999999988 -1.0000000180025095e-35 -0.41309499999999993 0.083555000000000018 -0.068484999999999976 -0.092364999999999989 0.11535000000000002 0.040035000000000008 -0.38959499999999997 -0.00051499999999999994 0.089650000000000021 -0.10961499999999998 0.082695000000000005 0.11524500000000001
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 2 4 10 5 -1 7 15 17 13 18 16 -10 -6 -11 -3 -8 20 -2 -19 21 -9
right_child=3 6 -4 -5 9 -7 11 8 12 14 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0036885872987870512 0.0017442013107134668 0.0047511743936209218 0.0042391365902725688 0.0024333578320647501 0.0022059890653838275 0.0022221471111174202 0.0038614047110178823 0.0037323561118283288 0.0022173005140168254 0.0031271408579763528 0.00038413242761846703 0.0024334733475786787 0.0032274634771007897 0.0011280687373985301 0.0021030070469730527 0.0037785691593371371 0.0030552137021251126 0.0036422256122467444 0.00095876278737830182 0.0030668226454320254 0.0040291577297597945 0.0034626532627988222
leaf_weight=100 57 69 54 64 56 53 52 795 52 62 81 74 77 52 54 55 99 85 55 90 75 135
leaf_count=100 57 69 54 64 56 53 52 795 52 62 81 74 77 52 54 55 99 85 55 90 75 135
internal_value=0 0.00340398 0.0027966 0.00131936 0.00258991 0.00318077 0.00356185 0.0036442 0.00358016 0.00218622 0.000949821 0.00303727 0.00282046 0.00168722 0.0026506 0.00431998 0.00333301 0.00366319 0.00135872 0.00334645 0.00371833 0.00369323
internal_weight=0 2089 431 257 377 153 1658 1433 1309 224 193 225 129 108 116 124 151 1180 112 175 1005 930
internal_count=2346 2089 431 257 377 153 1658 1433 1309 224 193 225 129 108 116 124 151 1180 112 175 1005 930
is_linear=0
shrinkage=0.00231039


Tree=1327
num_leaves=14
num_cat=0
split_feature=1 12 3 47 1 3 12 43 1 43 12 3 1
split_gain=7.44764 3.83852 5.20734 2.66077 3.13222 3.97836 3.06459 2.51111 2.28401 1.83868 2.46851 1.99601 1.3614
threshold=0.12007000000000002 -0.10236499999999998 -0.016164999999999995 0.11227500000000001 0.10797500000000002 0.10323000000000002 0.11769500000000001 -0.049364999999999992 0.10471500000000002 0.0015250000000000001 0.084345000000000017 -0.16802999999999998 0.13752500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 8 -6 9 11 -11 -1 -4
right_child=1 2 12 -5 7 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=0.0033742600064078825 0.0022048252827300803 0.0012474902159740201 -0.0018713116120636841 0.00036846263889674287 0.0018734413555338775 -2.0431700058656059e-05 9.51334275563811e-05 0.0037343951862849473 0.00045190712050098748 6.3052676992760292e-05 0.0017250340127389411 0.0019803295030307384 -0.00023230791214297
leaf_weight=56 54 97 54 66 73 63 52 79 57 57 258 1328 52
leaf_count=56 54 97 54 66 73 63 52 79 57 57 258 1328 52
internal_value=0 0.000493616 3.8037e-05 0.00179681 0.00184338 0.00176227 0.00182444 0.00284115 0.0018756 0.00192332 0.00142454 0.00203679 -0.001068
internal_weight=0 257 203 2089 2023 1871 1808 152 1756 1699 315 1384 106
internal_count=2346 257 203 2089 2023 1871 1808 152 1756 1699 315 1384 106
is_linear=0
shrinkage=0.00722155


Tree=1328
num_leaves=21
num_cat=0
split_feature=10 15 15 16 16 484 484 15 13 15 151 481 11 15 16 13 15 1212 16 16
split_gain=4.70241 3.78342 6.64533 10.3834 12.3934 4.33019 6.52313 3.16802 3.00504 2.5438 2.46441 1.22611 1.2094 1.19139 1.1682 1.14607 0.821589 1.24792 0.950884 0.617998
threshold=-0.15282499999999996 0.083185000000000023 -0.0015749999999999998 0.066275000000000014 -0.073774999999999993 0.096480000000000024 0.087410000000000002 -0.17677499999999999 -0.010094999999999998 -0.12640499999999996 -0.087374999999999994 -0.08452999999999998 1.0000000180025095e-35 -0.41971499999999995 -0.092484999999999984 0.066010000000000013 0.10896000000000002 -0.040879999999999993 0.0023100000000000004 -0.077229999999999979
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 2 5 4 -4 6 7 8 13 -9 -11 -3 -5 -2 -13 16 17 -16 -18 -19
right_child=1 11 3 12 -6 -7 -8 9 -10 10 -12 14 -14 -15 15 -17 18 19 -20 -21
leaf_value=-0.00084851374465140235 0.0025366067549039027 0.00097727165204165075 0.0016205245707687629 0.0011541472079725076 -0.0037426555385870449 -0.00013124023835974283 0.0047279501303235036 0.0034235108365196416 -0.00053710600157626709 0.00053209248035142689 0.0019626584674784921 0.0031279241659637434 0.0028328304560135352 0.00072028629760611271 0.0030653076106694432 0.0010175304409426658 0.0036619487705358599 0.0016335284609073403 0.0021605351717087057 0.0023786238508152831
leaf_weight=55 55 59 55 69 77 88 56 77 83 103 704 103 60 53 80 62 60 256 67 124
leaf_count=55 55 59 55 69 77 88 56 77 83 103 704 103 60 53 80 62 60 256 67 124
internal_value=0 0.00170404 0.00144423 0.000194033 -0.0015073 0.00171184 0.00185532 0.00170559 0.000696904 0.00192343 0.00178018 0.00217805 0.00193564 0.00164612 0.00227214 0.00213618 0.00225417 0.00208379 0.00287059 0.00187691
internal_weight=0 2291 1480 261 132 1219 1131 1075 191 884 807 811 129 108 752 649 587 460 127 380
internal_count=2346 2291 1480 261 132 1219 1131 1075 191 884 807 811 129 108 752 649 587 460 127 380
is_linear=0
shrinkage=0.00863042


Tree=1329
num_leaves=16
num_cat=0
split_feature=2 160 160 0 159 39 39 133 133 49 2 159 0 160 2
split_gain=5.22208 3.55768 3.64601 3.17078 2.56168 2.35898 3.42847 1.82724 3.86784 2.82229 2.63363 1.53968 1.44995 1.43395 1.37069
threshold=0.16730000000000003 0.051820000000000005 0.085330000000000003 -0.15270499999999995 0.08043500000000002 0.10076500000000001 0.085095000000000018 0.078935000000000019 0.022390000000000004 0.11580500000000001 0.090000000000000011 0.10652000000000002 -0.081854999999999997 -0.007559999999999999 0.10406500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 13 12 6 7 8 10 14 -5 -6 -4 -1 -9
right_child=-2 2 4 5 11 -7 -8 9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.00098302907093261965 -0.0011636207079042341 0.0036029918950171869 0.0015955066891070895 0.0014714276041876972 0.0035670582032710446 -0.00018977602657228366 0.0029681589126374919 0.0016775162473781778 -0.0010511415023054253 -9.0669531511377793e-05 0.00063865876425972339 0.0017093191335862373 7.0364807872204253e-05 -0.00064687190038020771 0.0030164970257227355
leaf_weight=59 55 76 102 680 52 67 78 431 52 54 375 63 65 82 55
leaf_count=59 55 76 102 680 52 67 78 431 52 54 375 63 65 82 55
internal_value=0 0.0013217 0.00205212 0.00118638 0.00163385 0.00127696 0.00133398 0.00125654 0.00107083 0.00163708 0.0011755 0.00255008 0.0010024 3.45397e-05 0.00182922
internal_weight=0 2291 358 1933 282 1792 1725 1647 1107 540 1055 115 167 141 486
internal_count=2346 2291 358 1933 282 1792 1725 1647 1107 540 1055 115 167 141 486
is_linear=0
shrinkage=0.00797318


Tree=1330
num_leaves=23
num_cat=0
split_feature=1 4 4 47 16 1 14 1 4 3 2 14 3 13 151 16 50 51 4 151 12 13
split_gain=175.199 27.3027 18.8192 18.2805 13.9001 20.0716 12.429 10.7808 9.39546 8.40832 8.33379 7.13769 15.8378 6.66185 5.14007 3.90219 3.14731 2.89395 7.69834 3.18023 1.41563 1.27486
threshold=0.10141500000000002 -0.03463999999999999 0.043850000000000007 0.083875000000000019 -0.42372999999999994 0.12180500000000001 -0.42495999999999995 1.0000000180025095e-35 0.24099500000000004 -0.036844999999999996 0.10527500000000002 0.062655000000000016 -0.12595999999999999 -0.00067499999999999993 0.0014250000000000003 -0.39442499999999997 0.10883000000000001 -0.085574999999999984 -0.036279999999999993 -0.088329999999999978 0.092150000000000024 -0.053824999999999991
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 13 11 4 5 -3 -6 15 10 -5 -8 12 -1 -2 16 -4 17 18 -14 -19 -18 -17
right_child=1 3 7 9 6 -7 8 -9 -10 -11 -12 -13 14 -15 -16 21 20 19 -20 -21 -22 -23
leaf_value=0.0024370865974928102 0.0022607158609681106 0.0030320137002990393 0.0035504373939361476 0.0030409005302844201 0.0020347398719396518 0.0011326722377338107 0.0018247010331981137 0.0018710260625331167 -7.806198601460583e-05 0.0017678302838758278 0.00057847451933527817 0.0042528423114277037 0.0032396932478802425 0.0033666546364017566 0.0028076456050264926 0.0030260099892767513 0.0034434325520104133 0.003118928617964842 0.0043758031367023111 0.003589245075560184 0.0029811580989246196 0.0025355017447500285
leaf_weight=79 52 59 61 65 55 65 52 55 53 52 70 67 56 73 54 71 81 88 82 966 70 52
leaf_count=79 52 59 61 65 55 65 52 55 53 52 70 67 56 73 54 71 81 88 82 966 70 52
internal_value=0 0.00192743 0.00340352 0.00166746 0.00140039 0.00203659 0.00105729 0.00278766 0.000749945 0.00247531 0.00110986 0.0034989 0.00346466 0.00290679 0.00352275 0.00306152 0.00355148 0.00359227 0.00391496 0.00355 0.0032293 0.00281885
internal_weight=0 596 1782 471 354 124 230 239 175 117 122 1543 1476 125 1397 184 1343 1192 138 1054 151 123
internal_count=2378 596 1782 471 354 124 230 239 175 117 122 1543 1476 125 1397 184 1343 1192 138 1054 151 123
is_linear=0
shrinkage=0.00235659


Tree=1331
num_leaves=23
num_cat=0
split_feature=1 52 3 2 2 4 43 1 2 48 48 13 1446 4 1456 474 4 157 3 42 3 3
split_gain=180.22 44.7932 25.5639 17.0839 30.1459 16.5679 11.2405 10.6368 10.6131 9.27005 5.5542 10.3387 5.23685 3.68519 3.62187 4.75232 13.5601 5.0603 3.29141 3.12708 1.94364 1.92687
threshold=0.10141500000000002 -0.41304999999999997 0.31370500000000007 0.10293500000000001 -1.0000000180025095e-35 0.043850000000000007 -0.0068249999999999986 1.0000000180025095e-35 0.11342000000000001 0.084725000000000009 0.088580000000000006 -0.013149999999999998 0.095780000000000018 0.17982000000000001 0.075120000000000006 0.084795000000000023 -0.016164999999999995 -0.027269999999999996 -0.084934999999999997 0.086555000000000007 0.11745500000000002 -0.076969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 8 9 13 10 -5 12 19 14 21 15 17 -17 -1 -16 -12 -8 -7
right_child=1 2 -4 6 -6 7 20 -9 -10 -11 11 -13 -14 -15 18 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0040613677225156963 0.0034512953852683169 0.0013014157630281975 0.00025637295040907538 4.6624817050206097e-05 0.0031779742925933611 0.003025695181082479 0.0020752112118188897 0.0017617814177913183 0.0024753067182752505 0.0014301928703737837 0.0038847457183061192 0.002232384914005083 0.0041594292310473176 0.0034709324471830123 0.0042955705602795557 0.0020142527012541639 0.0036314266015103525 0.0034021710097278421 0.0034513767172721873 0.0030722736787743873 0.0014778931644700362 0.0024271490262630555
leaf_weight=73 78 98 81 56 100 65 65 55 73 56 52 63 61 58 52 52 71 931 56 59 62 61
leaf_count=73 78 98 81 56 100 65 65 55 73 56 52 63 61 58 52 52 71 931 56 59 62 61
internal_value=0 0.00175286 0.00149706 0.00172697 0.0022493 0.00327988 0.00129413 0.00269044 0.00337117 0.000738638 0.00341564 0.00301128 0.00346991 0.00296789 0.00343583 0.00339534 0.00294795 0.00345013 0.00385808 0.00345312 0.00178381 0.00273613
internal_weight=0 596 518 437 198 1782 239 239 1543 112 1470 174 1296 184 1235 1127 123 1004 108 111 127 126
internal_count=2378 596 518 437 198 1782 239 239 1543 112 1470 174 1296 184 1235 1127 123 1004 108 111 127 126
is_linear=0
shrinkage=0.00240373


Tree=1332
num_leaves=23
num_cat=0
split_feature=1 1 12 4 1 4 14 48 48 13 4 457 13 12 160 12 49 12 51 401 157 13
split_gain=362.609 71.0559 51.7311 31.3176 13.1282 13.0407 12.2573 11.3006 10.9421 11.8238 10.3224 6.49383 8.1789 4.96593 6.11051 4.84626 4.07552 2.8234 2.76951 2.62335 1.46365 1.29678
threshold=0.10141500000000002 0.12419000000000001 0.085090000000000013 0.043850000000000007 1.0000000180025095e-35 0.50373500000000015 0.062655000000000016 0.087730000000000016 0.089025000000000007 -0.013149999999999998 -0.013324999999999998 0.079590000000000008 -1.0000000180025095e-35 0.081095000000000014 -0.007559999999999999 0.087905000000000025 0.092625000000000013 0.11064500000000001 -0.085504999999999984 0.078085000000000016 -0.07686999999999998 -0.083584999999999979
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 11 6 16 7 8 -3 13 21 -4 12 -2 14 -1 18 -5 20 -15 -20 -17 -10
right_child=1 5 10 4 -6 -7 -8 -9 9 -11 -12 -13 -14 15 -16 17 -18 -19 19 -21 -22 -23
leaf_value=0.0048289772804551356 0.0032782569637495166 0.0036917577498535754 0.0057524512238841165 0.0054832012646883555 0.0039121234564756741 0.0020131260999751376 0.0066615393369227 0.0023809570729410373 0.0053589581254191868 0.004390627590268978 0.0046208518594092049 0.002822123113644659 0.0043121561107200739 0.0064648006192827099 0.0057659947639548993 0.0053706120875807511 0.0048182019367471862 0.0052699543297633853 0.0058475640392055758 0.006360713823596321 0.0057673926637875723 0.0058651195740076255
leaf_weight=61 89 71 77 92 55 96 67 60 52 63 83 54 66 52 80 52 92 74 373 58 559 52
leaf_count=61 89 71 77 92 55 96 67 60 52 63 83 54 66 52 80 52 92 74 373 58 559 52
internal_value=0 0.00361347 0.00421498 0.00561454 0.00486587 0.00263559 0.00573049 0.00309157 0.00568821 0.00515155 0.00516558 0.00348713 0.00371865 0.00575666 0.00536079 0.00580443 0.00515083 0.0056836 0.00597573 0.00591667 0.00573366 0.00561227
internal_weight=0 596 369 1782 239 227 1543 131 1476 167 160 209 155 1309 141 1168 184 685 483 431 611 104
internal_count=2378 596 369 1782 239 227 1543 131 1476 167 160 209 155 1309 141 1168 184 685 483 431 611 104
is_linear=0
shrinkage=0.00222067


Tree=1333
num_leaves=22
num_cat=0
split_feature=1 155 4 15 160 0 4 14 0 1 3 0 48 4 0 43 15 39 0 3 13
split_gain=227.372 55.0397 26.9277 26.8757 18.1373 15.6495 12.3931 11.0695 14.9371 10.7311 10.4548 8.32875 6.67079 9.58519 11.6975 7.59104 5.88531 5.63982 3.08985 2.71606 0.716209
threshold=0.10141500000000002 0.10158500000000002 0.043850000000000007 -0.079799999999999996 -1.0000000180025095e-35 -0.066044999999999979 0.5137400000000002 0.062655000000000016 -0.11471499999999998 1.0000000180025095e-35 -0.048154999999999996 -0.079604999999999995 0.093265000000000015 -0.50388999999999984 -0.066849999999999979 -0.049364999999999992 -0.085884999999999975 0.084155000000000021 -0.085669999999999982 -0.080564999999999984 -0.067634999999999987
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=2 3 7 4 6 17 -2 8 -1 19 -5 -12 13 -10 18 -16 -14 -6 -15 -4 -21
right_child=1 -3 9 10 5 -7 -8 -9 12 -11 11 -13 16 14 15 -17 -18 -19 -20 20 -22
leaf_value=0.0026609770140638813 0.0029426622398460991 0.0041852939199163684 0.0036557995246018719 0.0030890668772119048 0.0018122485438726683 7.3222570783136433e-06 0.0012800479569663554 0.0048227655178710175 0.0048638262608913805 0.0020101603619570889 0.0012632205040382771 0.0025802677365824177 0.0038481163616280343 0.0041191524897637817 0.0024493021965761108 0.0036257615360540769 0.0027162199991740887 0.00085461407262159999 0.0038465037484862945 0.0032197677944595503 0.0028340270200548183
leaf_weight=66 55 61 64 85 80 77 53 67 60 55 55 61 55 395 52 91 56 69 701 60 60
leaf_count=66 55 61 64 85 80 77 53 67 60 55 55 61 55 395 52 91 56 69 701 60 60
internal_value=0 0.00197845 0.00372793 0.00172678 0.00130032 0.000905152 0.00212699 0.00384661 0.00380228 0.00296166 0.00243531 0.00195603 0.00385568 0.00390509 0.00385864 0.00319814 0.00327731 0.00136896 0.00394479 0.00324593 0.00302712
internal_weight=0 596 1782 535 334 226 108 1543 1476 239 201 116 1410 1299 1239 143 111 149 1096 184 120
internal_count=2378 596 1782 535 334 226 108 1543 1476 239 201 116 1410 1299 1239 143 111 149 1096 184 120
is_linear=0
shrinkage=0.0024518


Tree=1334
num_leaves=24
num_cat=0
split_feature=1 155 15 160 0 2 14 4 1 0 0 43 4 4 4 0 0 2 0 2 50 133 157
split_gain=258.441 55.9959 23.1307 19.1237 24.4989 17.3128 16.8468 15.5911 16.6824 14.0995 11.6023 15.6965 9.08823 5.42674 4.72764 4.64094 3.40991 2.45806 2.30189 2.26353 1.91778 1.88279 1.62438
threshold=0.10141500000000002 0.10158500000000002 -0.077559999999999976 -1.0000000180025095e-35 -0.066044999999999979 0.11197500000000002 0.062655000000000016 0.036620000000000007 1.0000000180025095e-35 -0.11471499999999998 -0.066849999999999979 -0.045129999999999997 0.5137400000000002 -0.26545999999999997 0.17982000000000001 -0.085669999999999982 -0.13314999999999996 0.099145000000000025 -0.055219999999999998 0.092365000000000017 0.10883000000000001 0.089725000000000013 -0.065669999999999992
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 12 16 18 7 9 14 -1 15 -12 -2 -13 21 20 -5 19 -4 -17 22 -9 -11
right_child=1 -3 5 4 -6 -7 -8 8 -10 10 11 13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0026456843800146132 0.0027435795913252586 0.0039424769095553584 0.0030923197420085488 0.0012001874769173404 -3.8828345685545867e-06 0.0014327582909464229 0.0046926420839713528 0.003350230477891231 0.0019598455883282047 0.0044047675407410305 0.0025100339985954247 0.0040879547522987463 0.0014592058941931391 0.0032057383824413551 0.0038905422760473541 0.0037065497838392296 0.0018638784871761595 0.0041531043387351974 0.0024745904785785301 0.0033608680144344358 0.003631880060092399 0.0028005953276152577 0.003977023234942526
leaf_weight=65 56 61 68 82 80 70 69 76 54 52 88 80 53 61 58 565 72 52 54 114 70 53 325
leaf_count=65 56 61 68 82 80 70 69 76 54 52 88 80 53 61 58 565 72 52 54 114 70 53 325
internal_value=0 0.00192637 0.00169645 0.00135082 0.000992752 0.00231378 0.00361572 0.00357232 0.00304815 0.00365813 0.00370488 0.0032468 0.00211929 0.00370645 0.00336229 0.00379391 0.00151064 0.00368447 0.00281909 0.00364855 0.00397284 0.0031246 0.00403609
internal_weight=0 596 535 343 234 192 1782 1713 241 1472 1407 229 109 141 187 1178 154 731 122 679 447 129 377
internal_count=2378 596 535 343 234 192 1782 1713 241 1472 1407 229 109 141 187 1178 154 731 122 679 447 129 377
is_linear=0
shrinkage=0.00222067


Tree=1335
num_leaves=21
num_cat=0
split_feature=1 52 1 1 12 47 15 11 0 1 15 3 12 52 52 401 3 12 475 1
split_gain=587.953 77.4896 47.7927 43.4689 50.043 30.7061 16.9426 16.2022 17.7729 12.5352 11.1037 8.27057 5.76476 4.03536 3.78056 2.01938 1.76807 1.54609 1.52978 0.170503
threshold=0.10732500000000002 -0.24526499999999998 0.14262000000000002 0.092415000000000011 -1.0000000180025095e-35 0.085505000000000012 -0.021179999999999997 1.0000000180025095e-35 -0.061204999999999989 0.12007000000000002 -0.030229999999999996 0.081640000000000004 0.090345000000000023 -0.092264999999999986 -0.26738999999999996 0.089695000000000011 -0.081184999999999993 0.092655000000000015 -0.085774999999999976 0.097005000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 -5 6 9 8 11 -3 -6 12 15 -10 -14 18 -16 -12 -1 -19
right_child=1 2 -4 4 10 -7 -8 -9 13 -11 17 -13 14 -15 16 -17 -18 19 -20 -21
leaf_value=0.0057224953424806447 0.0055824536893075019 0.0025049378497289877 0.00047859516027038481 0.0029939100625520128 0.0047445332970866673 0.0039809881125039137 0.0034390701429671644 0.0071455687677518757 0.0056299551583768063 0.0012133360050563056 0.0055174645884136257 0.0050425844823894072 0.0051785327837788955 0.0048020506290316319 0.0061053744320332098 0.0065890053025530713 0.0057595602732799459 0.0059311222279055005 0.0061787114795573243 0.0061621584136448849
leaf_weight=53 52 101 78 67 88 89 59 75 64 95 55 54 52 98 179 76 221 52 735 56
leaf_count=53 52 101 78 67 88 89 59 75 64 95 55 54 52 98 179 76 221 52 735 56
internal_value=0 0.00264395 0.0022818 0.00581559 0.0049534 0.00269058 0.0022401 0.00598618 0.00592941 0.00187905 0.00547634 0.006024 0.00606425 0.00512929 0.00582979 0.00618688 0.00591438 0.00587125 0.00614806 0.00605117
internal_weight=0 474 422 1925 318 344 255 1607 1532 196 251 1370 1316 162 452 864 400 163 788 108
internal_count=2399 474 422 1925 318 344 255 1607 1532 196 251 1370 1316 162 452 864 400 163 788 108
is_linear=0
shrinkage=0.00255085


Tree=1336
num_leaves=23
num_cat=0
split_feature=1 3 4 4 52 39 14 4 0 0 4 3 2 0 16 3 16 2 159 0 4 0
split_gain=313.873 52.7732 35.6961 27.0608 25.6355 17.418 17.2749 13.273 11.785 10.16 17.6653 15.5058 7.70538 7.43281 6.08258 5.46209 5.38614 4.20722 4.08166 3.3797 3.66612 3.19911
threshold=0.109225 0.30835000000000007 0.26450500000000005 0.043850000000000007 0.0029250000000000005 0.084845000000000018 0.062655000000000016 0.26450500000000005 -0.10566999999999999 -0.079249999999999987 -0.47860499999999995 -0.11197999999999998 0.13443000000000002 -0.11208499999999998 -0.10803999999999998 -0.064294999999999977 0.070130000000000012 0.099145000000000025 0.089930000000000024 -0.093659999999999979 -0.085574999999999984 -0.092319999999999985
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 5 6 7 16 8 14 -1 18 17 -12 21 -6 -5 -13 -2 -11 19 -10 -21 -4
right_child=1 -3 12 4 13 -7 -8 -9 9 10 11 15 -14 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0035853157302695735 0.0033273854515680273 0.0006855007625551885 0.0025666608218116119 0.0041607044538802184 0.0051742455443641181 0.0022203138746771192 0.0056059007809214417 0.0022369344805213023 0.005070519518914113 0.0054786322837750371 0.002807680623467949 0.0042816010095726191 0.0010690146023553332 0.0039637103818427341 0.0031861727712220391 0.0036311413719667019 0.0042990395283795469 0.0045872387553195218 0.0040335966684594375 0.0049211039262022091 0.0045016860095100355 0.0017750268791837283
leaf_weight=94 65 101 52 56 56 55 64 56 83 53 53 315 52 53 89 89 58 62 68 137 630 58
leaf_count=94 65 101 52 56 56 55 64 56 83 53 53 315 52 53 89 89 58 62 68 137 630 58
internal_value=0 0.00215223 0.00258786 0.00430985 0.00368313 0.0033022 0.00442773 0.00319347 0.00438011 0.00443023 0.00418804 0.0039841 0.00180282 0.00458586 0.00356271 0.00413837 0.00378576 0.00499827 0.00458112 0.00462489 0.00457663 0.00214948
internal_weight=0 441 340 1958 310 178 1648 201 1584 1490 572 457 162 109 145 404 123 115 918 850 767 110
internal_count=2399 441 340 1958 310 178 1648 201 1584 1490 572 457 162 109 145 404 123 115 918 850 767 110
is_linear=0
shrinkage=0.00231039


Tree=1337
num_leaves=15
num_cat=0
split_feature=2 15 3 123 14 2 2 49 15 2 0 148 13 2
split_gain=269.908 129.364 57.6426 51.0185 35.7713 28.2711 15.38 14.5633 13.8911 13.6197 7.68602 4.60809 4.84217 3.8847
threshold=0.13388500000000003 -0.37478999999999996 0.11924500000000002 1.0000000180025095e-35 0.062655000000000016 0.17000000000000001 0.09857500000000001 -0.014169999999999999 -0.080419999999999978 0.088885000000000006 -0.091674999999999993 -0.0084749999999999982 -0.011269999999999997 -0.00097499999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 6 8 11 -8 -2 -5 -9 -3 -13 -1
right_child=5 2 -4 9 -6 -7 7 10 -10 -11 -12 12 -14 -15
leaf_value=0.0015138427080869741 0.0013339969714546559 0.0040157417429876937 0.0026158413617678282 0.0021722973995661234 0.006360344834654176 8.7446110060904566e-05 0.0030797700520138233 0.0036228564132035389 0.002867092058895408 0.0037957860425915312 0.0045392424157003125 0.0046264954850294268 0.0049167239337327877 0.0023819777257831042
leaf_weight=59 68 52 85 52 63 57 56 61 59 59 252 969 455 52
leaf_count=59 68 52 85 52 63 57 56 61 59 59 252 969 455 52
internal_value=0 0.00435204 0.00448029 0.00455877 0.00464738 0.0014397 0.00458888 0.0041664 0.00204642 0.00303546 0.00436073 0.00469448 0.00471925 0.00192076
internal_weight=0 2215 2104 2019 1908 184 1845 369 127 111 313 1476 1424 111
internal_count=2399 2215 2104 2019 1908 184 1845 369 127 111 313 1476 1424 111
is_linear=0
shrinkage=0.00231039


Tree=1338
num_leaves=17
num_cat=0
split_feature=1 1 124 4 4 3 52 49 4 4 4 42 4 12 3 133
split_gain=286.364 44.7132 24.0014 21.0523 16.494 16.1988 14.3368 14.3084 6.71381 5.52969 4.77383 4.04213 4.50862 4.55 8.15688 3.55397
threshold=0.10732500000000002 0.12394500000000001 -0.043384999999999993 -0.010419999999999997 0.054560000000000004 0.30835000000000007 0.0029250000000000005 -1.0000000180025095e-35 0.42098500000000005 -0.5093899999999999 0.41939500000000002 -0.14509999999999998 -0.15618499999999999 0.077755000000000005 -0.12595999999999999 0.026115000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 9 8 15 -5 -3 -4 -9 -11 -13 -14 -15 -6
right_child=1 5 4 7 6 -7 -8 10 -10 11 -12 12 13 14 -16 -17
leaf_value=0.0028293974638446823 0.0036320344293960982 0.0021722636690500409 0.0048198888664111776 0.0012388116697178869 0.0026996415221654966 0.00042100338444310082 0.00414563699623557 0.0031288716540151225 0.0012156976776045742 0.0046182681547055765 0.0022034192064229589 0.0035908326577759196 0.0036215748965678345 0.0050061419126135667 0.0040879482688590254 0.0034279728433830067
leaf_weight=91 79 77 54 53 82 76 95 57 74 69 58 101 100 52 1221 60
leaf_count=91 79 77 54 53 82 76 95 57 74 69 58 101 100 52 1221 60
internal_value=0 0.00200021 0.00396574 0.00266722 0.00402211 0.00127432 0.00346385 0.00221339 0.00170364 0.00410494 0.00266233 0.0040799 0.00405469 0.00408879 0.00412547 0.00300756
internal_weight=0 474 1925 247 1834 227 237 168 151 1597 115 1543 1474 1373 1273 142
internal_count=2399 474 1925 247 1834 227 237 168 151 1597 115 1543 1474 1373 1273 142
is_linear=0
shrinkage=0.00226508


Tree=1339
num_leaves=13
num_cat=0
split_feature=4 2 4 14 52 4 1 376 48 2 1 43
split_gain=21.4062 9.53471 7.70851 6.71788 6.02093 3.33075 4.64603 2.85522 2.57185 2.30298 5.02479 2.61694
threshold=0.27161500000000005 0.14721500000000001 -0.51381999999999983 0.019675000000000002 0.044705000000000002 0.50113000000000019 0.13554500000000003 0.080200000000000007 0.10911000000000001 0.087675000000000017 0.081315000000000012 -0.017259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -2 -7 8 9 11 -11 -4
right_child=4 -3 3 -5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=0.0070555355545174553 -0.0014840023700383427 -0.00033642383793699846 0.003164124812036291 0.0061746241666545782 0.0029020642059666203 0.002862568685186243 -0.00099408793981649963 0.0014076027020151509 0.0051193773679012221 0.0033092674949509594 0.0015212665072780606 0.0041591535917920655
leaf_weight=52 94 58 497 74 75 54 55 67 71 698 171 433
leaf_count=52 94 58 497 74 75 54 55 67 71 698 171 433
internal_value=0 0.00339753 0.00350256 0.00341064 0.000640154 -0.000195036 0.000915634 0.00330499 0.00337292 0.00330394 0.00295754 0.00362751
internal_weight=0 2121 2063 2011 278 203 109 1937 1870 1799 869 930
internal_count=2399 2121 2063 2011 278 203 109 1937 1870 1799 869 930
is_linear=0
shrinkage=0.00934185


Tree=1340
num_leaves=15
num_cat=0
split_feature=1 3 480 15 12 3 51 484 16 2 15 12 3 12
split_gain=14.8365 6.54051 5.47037 4.81242 4.41595 4.1124 3.09605 3.60745 3.3738 4.51874 3.13509 2.15476 2.10154 1.42808
threshold=0.11507500000000002 -0.055389999999999988 -0.068944999999999992 -0.19301999999999997 -0.088294999999999985 0.10812000000000001 -0.17169499999999996 0.12418000000000001 -0.23071499999999998 0.095935000000000006 -0.035449999999999988 0.093840000000000021 0.12991000000000003 0.099340000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 -4 -3 6 11 8 10 -10 -8 -5 -6 -2
right_child=1 4 3 5 12 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0047651488408356358 0.0013587995336627524 0.0015225016294376421 0.0042052572783324764 0.0048074430488359984 -0.0016216267741987413 0.00040522861649470494 0.0023330582546763948 0.0042722197311800382 0.0023037217794734358 0.0012284261401873263 0.0046351265507467484 0.0026664526297432863 0.000213894648876222 0.0032314340039445639
leaf_weight=62 52 73 86 52 93 72 88 55 1197 314 66 71 69 52
leaf_count=62 52 73 86 52 93 72 88 55 1197 314 66 71 69 52
internal_value=0 0.000631128 0.00243132 0.00235897 -0.000105275 0.00227601 0.00234905 0.00226152 0.00219505 0.00208032 0.00332021 0.00357228 -0.000839305 0.00229594
internal_weight=0 339 2063 2001 235 1915 1843 1720 1665 1511 154 123 162 104
internal_count=2402 339 2063 2001 235 1915 1843 1720 1665 1511 154 123 162 104
is_linear=0
shrinkage=0.00797318


Tree=1341
num_leaves=17
num_cat=0
split_feature=1 11 0 0 1 151 0 1429 156 12 0 13 43 13 16 16
split_gain=10.2619 5.8752 6.86365 3.96478 4.42337 5.30234 2.56724 4.34435 3.46372 5.78943 2.54999 4.27536 2.53046 1.82812 1.81324 1.68092
threshold=0.11507500000000002 0.080455000000000013 0.12113000000000002 0.040035000000000008 0.10538500000000002 -1.0000000180025095e-35 -0.04478999999999999 0.084770000000000012 0.050840000000000003 0.083995000000000014 -0.07883999999999998 1.0000000180025095e-35 -0.012984999999999998 -0.082894999999999983 -0.39442499999999997 -0.073494999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 8 14 -10 13 15 -5 -2 -1 -12
right_child=10 2 -4 12 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.003216959678736702 0.0004196220814811605 0.0055387884613377148 0.0015982061074651728 -0.00082914773016058382 0.0026773036290055163 -0.00059245124167017435 0.0039104699283214282 0.00048839429966846166 0.0053982206620607947 0.0022154372238307692 0.0030889222882249131 -0.00062316953824248695 0.0015611346413539676 -0.0014959781196479498 0.0020016541566837895 0.0012255956501090568
leaf_weight=87 87 67 52 52 53 86 54 103 58 109 52 63 67 53 1275 84
leaf_count=87 87 67 52 52 53 86 54 103 58 109 52 63 67 53 1275 84
internal_value=0 0.00206266 0.00381758 0.00195519 0.00204899 0.000653665 0.00216398 0.00210614 0.00221506 0.00332136 0.0005355 0.00112721 0.000515912 -0.000304949 0.00207935 0.00193868
internal_weight=0 2063 119 1944 1825 139 1686 1632 1529 167 339 199 119 140 1362 136
internal_count=2402 2063 119 1944 1825 139 1686 1632 1529 167 339 199 119 140 1362 136
is_linear=0
shrinkage=0.00813264


Tree=1342
num_leaves=17
num_cat=0
split_feature=14 12 13 16 14 52 151 47 151 13 456 457 42 13 457 12
split_gain=4.58535 4.64403 8.38372 4.28716 4.65657 4.1345 2.88516 5.34189 2.44916 3.6448 2.04786 2.72306 2.30956 7.14977 1.6829 1.52972
threshold=0.076175000000000007 0.083425000000000013 0.060910000000000013 0.12292000000000002 -0.10708499999999999 0.096795000000000006 -0.082229999999999984 0.084635000000000016 0.0014250000000000003 -0.14545999999999995 0.087225000000000011 1.0000000180025095e-35 1.0000000180025095e-35 -0.026884999999999996 0.083415000000000017 0.11247500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 14 -8 9 -3 11 12 15 -14 -6 -11
right_child=-2 8 -4 -5 5 -7 7 -9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.0025372381636178869 0.00307592650257394 -0.00041308664558459295 -0.001485959038966413 0.0025721420418535639 0.00092027295850039383 -0.0012838821749044406 1.9364145227376548e-05 0.0025663057277955227 0.0030601972629806691 0.001732425874480891 0.0025520599883484978 -0.00014366059362942 0.0014479525296947032 -0.0013241154820949946 0.002743404119819159 0.00291532092192527
leaf_weight=73 79 52 74 87 52 55 247 52 52 540 96 53 720 52 54 64
leaf_count=73 79 52 74 87 52 55 247 52 52 540 96 53 720 52 54 64
internal_value=0 0.001306 0.000811067 0.00108535 0.000842524 0.000573412 0.000825828 0.000462568 0.0015168 0.00146586 0.00152998 0.00146127 0.00152314 0.00126113 0.00184977 0.00185789
internal_weight=0 2323 694 620 533 460 405 299 1629 1577 1525 1429 1376 772 106 604
internal_count=2402 2323 694 620 533 460 405 299 1629 1577 1525 1429 1376 772 106 604
is_linear=0
shrinkage=0.00722155


Tree=1343
num_leaves=19
num_cat=0
split_feature=1 1 10 2 4 4 4 2 457 1 52 52 51 51 51 49 4 49
split_gain=193.436 22.3832 20.6054 14.836 9.29128 7.97578 7.89523 7.41568 6.90511 11.0633 6.02488 5.91111 4.41771 5.10199 3.57702 3.8398 3.41205 3.14912
threshold=0.11507500000000002 0.10491000000000002 -1.0000000180025095e-35 0.12228000000000001 0.054560000000000004 0.50657000000000008 0.07252500000000002 0.11252000000000002 0.05019500000000001 0.085425000000000015 -0.014149999999999998 0.0029250000000000005 0.11178000000000002 0.093135000000000009 -0.22361999999999996 -0.014169999999999999 0.17982000000000001 0.047620000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 8 -5 -4 10 12 -10 -3 17 13 14 -1 -16 -13 -6
right_child=2 7 3 5 11 -7 -8 -9 9 -11 -12 16 -14 -15 15 -17 -18 -19
leaf_value=0.0043525992428824108 0.00014791151373275496 0.0025455419073744275 0.0030420211051567165 0.0016413071388686263 0.0023654400655462372 0.00037387156171448565 0.0018071975823347173 0.0019221465142259999 0.003771291829621303 0.0023364526900642364 0.0036179570795556843 0.0031132548633982706 0.003208017720073186 0.0045121339976816697 0.0031761462182110416 0.0037396312845020762 0.0040283090014544571 0.0031654897428433065
leaf_weight=58 65 78 59 83 65 53 79 57 79 63 61 53 101 57 85 1188 54 64
leaf_count=58 65 78 59 83 65 53 79 57 79 63 61 53 101 57 85 1188 54 64
internal_value=0 0.00351889 0.00143957 0.00174589 0.00360503 0.00114758 0.00233533 0.00269829 0.00367357 0.0031349 0.00301637 0.00313118 0.00372493 0.00376252 0.0037304 0.00370203 0.00357531 0.00276258
internal_weight=0 2063 339 274 1867 136 138 196 1631 142 139 236 1489 1388 1331 1273 107 129
internal_count=2402 2063 339 274 1867 136 138 196 1631 142 139 236 1489 1388 1331 1273 107 129
is_linear=0
shrinkage=0.00255085


Tree=1344
num_leaves=17
num_cat=0
split_feature=1 49 51 11 13 159 49 39 40 1 49 49 13 1 456 475
split_gain=6.60954 5.04937 4.46738 3.83282 3.05226 2.83821 4.97834 2.9842 2.81102 3.80722 2.70513 2.36214 3.52728 2.35418 2.0758 2.89329
threshold=0.11507500000000002 -0.064484999999999987 -0.092119999999999994 0.080455000000000013 0.085880000000000012 0.10579500000000001 0.094245000000000009 0.085345000000000018 -0.080884999999999985 0.10538500000000002 -0.0019649999999999997 -0.047749999999999994 -0.026084999999999997 0.098515000000000005 0.087225000000000011 -0.068264999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 -5 6 7 -4 -1 11 -11 12 -10 14 15 -13
right_child=1 2 5 4 -6 -7 -8 -9 9 10 -12 13 -14 -15 -16 -17
leaf_value=0.0027371939535701297 -0.0017898830657927165 -0.0012334330622817823 0.0033786304387123998 0.0041486334968893462 0.0017195775871172759 -0.00034421646502921728 -0.00032626940226170936 0.0010401010581893584 0.0014164877216056235 0.0012616095403387287 -0.00091234981184878266 0.00040690997336133793 -0.00096976924563291819 0.003083025817347985 0.0026592485598401143 0.0015063711815056998
leaf_weight=84 53 53 76 52 67 53 52 52 93 60 70 151 56 52 77 1301
leaf_count=84 53 53 76 52 67 53 52 52 93 60 70 151 56 52 77 1301
internal_value=0 0.00033975 0.000734683 0.00147209 0.00278169 0.00118271 0.00163275 0.00242923 0.00139188 0.00133108 9.03991e-05 0.00142427 0.000519101 0.00150952 0.00145595 0.00139209
internal_weight=0 339 286 2063 119 233 180 128 1944 1860 130 1730 149 1581 1529 1452
internal_count=2402 339 286 2063 119 233 180 128 1944 1860 130 1730 149 1581 1529 1452
is_linear=0
shrinkage=0.0075133


Tree=1345
num_leaves=18
num_cat=0
split_feature=3 156 0 48 4 42 43 14 0 1 4 15 156 4 1186 471 157
split_gain=7.41255 3.64229 3.94578 8.90523 6.37773 8.20151 7.43632 4.9624 4.99809 5.34896 5.60312 10.9169 4.53204 3.64928 2.25311 1.92387 1.61031
threshold=0.31343500000000007 -0.00054499999999999991 -0.060199999999999997 0.091150000000000023 -0.17689999999999997 0.094095000000000012 -0.045129999999999997 -0.10708499999999999 -0.10946999999999998 0.11203500000000001 -0.053824999999999991 -0.033689999999999991 0.083125000000000018 0.098655000000000007 0.021560000000000003 0.088635000000000005 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 7 4 12 6 -6 -3 9 10 -9 -12 -4 14 16 -1 -10
right_child=-2 2 3 -5 5 -7 -8 8 13 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0034790041374699338 -0.0012068232447416819 0.0034282887076831936 0.0037746516034943109 -0.0026934117462338409 0.00029785357757443158 0.0020332125716997227 -0.0034958375111204588 0.002045346179391434 0.0001625503768925045 0.0024220764245035647 0.00022266814691105532 -0.0038171628103294587 0.00068243029525325689 -0.00026594114589157644 0.0028803123941622756 0.0015028670070780094 0.0013837933934411392
leaf_weight=55 90 57 58 53 78 73 53 52 70 55 159 55 58 87 59 67 1193
leaf_count=55 90 57 58 53 78 73 53 52 70 55 159 55 58 87 59 67 1193
internal_value=0 0.0010799 0.00100562 0.000274051 0.000765798 -6.59578e-05 -0.00123636 0.00115827 0.00108343 0.000202853 -0.000255695 -0.000815216 0.00222926 0.00128398 0.00138604 0.00239443 0.00131617
internal_weight=0 2282 2160 373 320 204 131 1787 1730 321 266 214 116 1409 1322 122 1263
internal_count=2372 2282 2160 373 320 204 131 1787 1730 321 266 214 116 1409 1322 122 1263
is_linear=0
shrinkage=0.00781684


Tree=1346
num_leaves=20
num_cat=0
split_feature=12 13 2 156 133 39 0 52 2 3 3 12 0 0 42 3 52 0 13
split_gain=183.142 47.7523 41.2489 32.9428 16.7058 11.5365 10.9171 14.0518 11.4354 10.5444 19.2209 7.2941 5.39814 12.186 3.86821 2.52759 1.85944 1.03952 0.783206
threshold=0.054520000000000006 -1.0000000180025095e-35 0.12358500000000001 0.050840000000000003 -1.0000000180025095e-35 0.084600000000000022 -0.060199999999999997 -0.40011499999999994 0.10575500000000002 0.11535000000000002 -0.0042999999999999991 -0.089089999999999989 -0.14216999999999999 -0.10653 0.086825000000000013 0.095555000000000015 0.28251000000000009 -0.091174999999999992 -0.038394999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 9 -1 -6 8 -8 12 10 -3 -7 -2 -14 16 -12 -15 -16 -10
right_child=2 3 -4 -5 5 11 7 -9 18 -11 15 -13 13 14 17 -17 -18 -19 -20
leaf_value=0.0024497362760713334 0.0044683806557891123 0.0015444041215862201 0.0017631842367199244 0.0040351700378456739 0.00036484972473144737 0.0019499332495159973 0.0037336727589726273 0.0023622198766667887 0.0031121420521930451 0.0012440630903915327 0.0027955056590375916 0.00095349450654825488 0.002576867110150473 0.0039029284268722263 0.0039129810454600119 0.003564137999672738 0.0034180225372670843 0.0035504421957727578 0.0026798065673022484
leaf_weight=67 59 74 76 81 90 87 89 91 52 52 52 90 55 699 55 52 52 447 52
leaf_count=67 59 74 76 81 90 87 89 91 52 52 52 90 55 699 55 52 52 447 52
internal_value=0 0.0019987 0.00352994 0.00269014 0.00135481 0.00107995 0.00361126 0.00304047 0.00368108 0.00221634 0.00250022 0.00144342 0.00374077 0.00370793 0.00375756 0.00318007 0.00386939 0.00359021 0.00289623
internal_weight=0 645 1727 311 334 267 1651 180 1471 230 178 177 1367 1308 1253 104 751 502 104
internal_count=2372 645 1727 311 334 267 1651 180 1471 230 178 177 1367 1308 1253 104 751 502 104
is_linear=0
shrinkage=0.0024518


Tree=1347
num_leaves=12
num_cat=0
split_feature=3 131 132 455 1420 401 3 42 42 13 401
split_gain=5.82679 2.59281 3.42518 3.07364 3.28754 2.63423 2.82926 2.96855 1.60541 3.35747 1.42952
threshold=0.31343500000000007 0.095205000000000026 0.090145000000000017 1.0000000180025095e-35 -0.052439999999999994 0.083100000000000021 0.12991000000000003 0.097785000000000025 1.0000000180025095e-35 -0.011154999999999998 0.10910000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 -3 -7
right_child=-2 8 -4 -5 5 10 -8 -9 -10 -11 -12
leaf_value=0.0024268923432307896 -0.0009041412227723158 0.0035901597852578369 -0.00048719470333392667 0.002535950535138443 0.00056362724678455799 0.0023136387121856332 0.0023217010638847506 0.0014159732113118097 0.00085785850089620979 0.001300573042792457 0.001004939866402382
leaf_weight=71 90 54 90 62 1357 91 58 253 74 88 84
leaf_count=71 90 54 90 62 1357 91 58 253 74 88 84
internal_value=0 0.000968802 0.000890017 0.000952783 0.000901459 0.000842651 0.000754134 0.000697615 0.00172201 0.0021718 0.0016859
internal_weight=0 2282 2066 1976 1914 1843 1668 1610 216 142 175
internal_count=2372 2282 2066 1976 1914 1843 1668 1610 216 142 175
is_linear=0
shrinkage=0.00722155


Tree=1348
num_leaves=21
num_cat=0
split_feature=3 3 43 15 3 43 16 0 0 43 11 15 3 0 50 16 43 15 16 133
split_gain=106.207 48.382 32.9083 21.8026 10.0122 9.90645 9.53463 8.495 6.80494 18.1038 6.92888 5.97264 4.88369 10.2484 3.20172 2.83713 2.51485 2.31667 3.40721 0.462149
threshold=-0.050489999999999993 0.31400500000000003 -0.049364999999999992 -0.24269999999999997 0.11745500000000002 -0.095564999999999983 -0.51287499999999986 -0.071519999999999986 -0.068669999999999995 -0.083464999999999998 1.0000000180025095e-35 -0.092459999999999987 -0.12595999999999999 -0.10566999999999999 0.10883000000000001 0.0055300000000000011 -0.015804999999999996 -0.10364499999999999 -0.074874999999999983 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 7 -2 -5 17 12 -10 16 -7 -8 -14 15 -15 -11 -4 -19 -16
right_child=1 -3 4 6 -6 11 8 -9 9 10 -12 -13 13 14 19 -17 -18 18 -20 -21
leaf_value=0.001401771850703883 0.0021487682024771281 8.5439718444269428e-05 0.0033924552823966269 0.0019655112283164656 0.0018315275449952652 0.00059344693215866425 0.0036189387431177712 0.0020591064454752723 0.0015881014174910892 0.0029317286363292742 0.0036483124613283669 0.0014732992584494953 0.0020226983941095326 0.003128414070947026 0.0028188499234664548 0.0027947914779019416 0.00232727471080833 0.0023560968736465585 0.0031374606862620345 0.0025392708807986412
leaf_weight=52 57 79 52 54 99 83 70 77 68 100 57 82 56 906 78 162 59 52 71 58
leaf_count=52 57 79 52 54 99 83 70 77 68 100 57 82 56 906 78 162 59 52 71 58
internal_value=0 0.00178075 0.00201444 0.00287591 0.00245486 0.001318 0.00292186 0.00269964 0.00295384 0.00262852 0.00295595 0.00103086 0.00302328 0.00299017 0.00303515 0.00307783 0.00270759 0.00298134 0.00280733 0.0026998
internal_weight=0 652 573 1720 351 222 1668 252 1614 284 216 165 1330 1260 1204 1068 159 175 123 136
internal_count=2372 652 573 1720 351 222 1668 252 1614 284 216 165 1330 1260 1204 1068 159 175 123 136
is_linear=0
shrinkage=0.00231039


Tree=1349
num_leaves=13
num_cat=0
split_feature=3 30 15 16 15 156 0 16 1447 3 12 15
split_gain=4.66434 2.47975 2.54927 8.44557 3.42331 2.30041 2.42503 5.84659 2.85205 2.83278 1.91807 0.744006
threshold=0.30112000000000005 0.085875000000000021 -0.40312499999999996 -0.41574999999999995 -0.22805999999999996 -0.080434999999999993 -0.10946999999999998 -0.0092499999999999978 -0.085804999999999979 -0.077689999999999995 -0.085719999999999977 -0.097499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 9 -8 -7 -10 -2
right_child=11 -3 4 -5 5 6 8 -9 10 -11 -12 -13
leaf_value=0.0018812705470602239 -1.9806940968525073e-05 -0.00052616894223020774 0.0028637515149057 -0.0020943531745358217 0.0023135496720078719 -0.00030624627489237095 -0.00039134635646196768 -0.001691887851373293 -0.00017536942386866088 0.0014183964246788257 0.0011767974834269257 -0.0012674093068641575
leaf_weight=59 52 60 55 57 70 76 70 61 59 161 1540 52
leaf_count=59 52 60 55 57 70 76 70 61 59 161 1540 52
internal_value=0 0.000950509 0.000990671 -7.15908e-05 0.00104961 0.00100059 0.000953825 0.000341358 0.00106313 0.000865015 0.00112686 -0.000644364
internal_weight=0 2268 2208 116 2092 2037 1967 298 1669 237 1599 104
internal_count=2372 2268 2208 116 2092 2037 1967 298 1669 237 1599 104
is_linear=0
shrinkage=0.00736598


Tree=1350
num_leaves=19
num_cat=0
split_feature=3 3 3 42 3 1186 123 42 41 52 158 159 3 16 16 52 160 159
split_gain=83.5385 33.7542 42.2787 30.7528 7.98413 7.91609 6.44716 5.87755 4.49839 4.40252 4.23866 6.1428 3.23468 2.86274 3.31785 3.24963 1.83435 0.481607
threshold=-0.063814999999999997 0.30112000000000005 0.077930000000000013 -0.0043149999999999994 0.11745500000000002 0.084100000000000022 0.085740000000000011 1.0000000180025095e-35 0.082095000000000015 -0.046924999999999988 0.085030000000000008 0.088255000000000014 -0.080914999999999987 -0.25959999999999994 -0.083479999999999985 -0.53283999999999987 -0.085024999999999989 0.086110000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 9 8 7 -5 10 -4 11 13 -12 -1 16 -16 -15 -3
right_child=1 17 4 6 -6 -7 -8 -9 -10 -11 12 -13 -14 14 15 -17 -18 -19
leaf_value=0.0030219293445658546 0.0032715588347427189 0.0010862899868929749 0.0033813201478029779 0.0014933631136737494 0.0028541862532586422 0.0025133242401167732 0.0013150294763619355 0.0023985129763297421 0.0027728974955644847 0.0041820795091362419 0.0040725504237238428 0.0027823776469744995 0.0033557611194691482 0.003292650240529188 0.0037642841495343681 0.0033515883850710809 0.0037470195417202388 0.001402959431823196
leaf_weight=79 100 53 77 62 79 52 103 101 54 71 98 78 52 58 118 800 289 52
leaf_count=79 100 53 77 62 79 52 103 101 54 71 98 78 52 58 118 800 289 52
internal_value=0 0.0024512 0.00266503 0.00217901 0.00344854 0.00340247 0.00176818 0.00205437 0.00343089 0.00376564 0.00345347 0.00341435 0.00382423 0.003451 0.00347778 0.00340466 0.00367114 0.00124335
internal_weight=0 698 593 366 227 1678 266 163 1626 148 1572 1422 150 1344 1265 918 347 105
internal_count=2376 698 593 366 227 1678 266 163 1626 148 1572 1422 150 1344 1265 918 347 105
is_linear=0
shrinkage=0.00231039


Tree=1351
num_leaves=12
num_cat=0
split_feature=147 14 148 43 12 12 40 150 151 151 39
split_gain=6.43723 5.82204 4.57961 3.72058 3.6065 5.02679 3.98544 3.1051 3.05659 2.72263 2.11642
threshold=0.094705000000000011 -0.31455999999999995 -0.078719999999999984 -0.49218499999999993 -0.011819999999999999 -0.10853999999999998 -0.055059999999999991 -0.013494999999999998 0.077805000000000013 -0.086439999999999989 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 10 -6 9 -9 -7
right_child=-2 2 3 4 7 6 -8 8 -10 -11 -12
leaf_value=-0.0011594309651714804 0.003638560637286594 -0.00073249487157603214 0.002997929555821646 0.0022894960330499111 0.0028234194305244318 -0.00035556607105341812 -0.0020797828983267 -0.00019688056818231782 0.002779468998962482 0.0011373568366149036 0.0015068353852974714
leaf_weight=69 53 78 58 53 63 95 53 91 61 1648 54
leaf_count=69 53 78 58 53 63 95 53 91 61 1648 54
internal_value=0 0.000989807 0.00105564 0.00111977 0.0010683 0.000229902 -0.00031009 0.00118301 0.00112555 0.00106749 0.00031886
internal_weight=0 2323 2254 2176 2118 255 202 1863 1800 1739 149
internal_count=2376 2323 2254 2176 2118 255 202 1863 1800 1739 149
is_linear=0
shrinkage=0.0075133


Tree=1352
num_leaves=30
num_cat=0
split_feature=1 52 12 2 3 3 15 3 12 1 13 13 1 49 15 13 133 49 3 49 2 2 16 3 15 2 133 15 133
split_gain=164.468 60.4423 20.5967 23.1392 11.6437 14.484 9.01685 15.2382 14.777 11.7229 10.527 7.2345 5.85809 4.72337 4.39214 4.72533 3.29479 3.70202 4.26477 2.69694 1.84128 2.19736 1.55916 1.4343 1.26453 1.02918 0.923971 0.673522 0.443594
threshold=0.10141500000000002 -0.24526499999999998 -1.0000000180025095e-35 0.10322500000000003 0.09037000000000002 0.13772500000000001 0.03981500000000001 -0.12077499999999998 0.08623500000000002 0.092655000000000015 -0.0058249999999999994 -0.009329999999999998 0.12719000000000003 0.097940000000000013 0.096385000000000012 -0.065674999999999983 -0.085989999999999983 0.082565000000000013 0.086245000000000016 0.088750000000000009 0.093365000000000017 0.11353000000000001 -0.083479999999999985 -0.086049999999999988 0.11614000000000001 0.087525000000000006 -0.0073049999999999999 0.091475000000000015 -0.07218999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 11 -4 -5 -6 7 -1 10 13 23 12 -3 16 22 24 -9 18 -18 -19 -15 -22 25 -8 -16 28 -24 -28 -10
right_child=1 2 3 4 5 -7 8 9 14 -11 -12 -13 -14 20 15 -17 17 19 -20 -21 21 -23 26 -25 -26 -27 27 -29 -30
leaf_value=0.0022232366820844176 0.0036268385040477331 0.0017824478295744291 0.0029514641532187918 0.00073366627192102325 0.0029011022081176312 0.0011860917803053531 0.0039781357612859933 0.0030338374465999824 0.0039456789775381669 0.0024317002146339657 0.0049442947331783393 0.00019972251618286132 0.00085130168540128754 0.0033801383777001758 0.0031061301783266923 0.0026051344886047802 0.0035394886342911725 0.0042976153834269259 0.0028151543508919807 0.0035598556737028949 0.0025714409077203368 0.003231624577677966 0.0031446546748364057 0.0035162583108062535 0.0036300454738053692 0.003391177532118757 0.0035732960148820575 0.0032322972880544742 0.0036417148578736938
leaf_weight=87 96 66 93 73 52 63 79 84 52 85 58 52 96 59 55 84 338 58 55 58 68 52 88 80 54 65 103 53 70
leaf_count=87 96 66 93 73 52 63 79 84 52 85 58 52 96 59 55 84 338 58 55 58 68 52 88 80 54 65 103 53 70
internal_value=0 0.00188111 0.00154249 0.00197047 0.00148505 0.0019618 0.0033442 0.00318266 0.00352548 0.00328003 0.00406633 0.00098039 0.00123082 0.0033734 0.00333735 0.00303493 0.003477 0.00355008 0.00343818 0.00392896 0.00303007 0.00285773 0.00347272 0.00374591 0.00336592 0.00363943 0.00334485 0.00345761 0.00377148
internal_weight=0 591 495 281 188 115 1785 944 841 857 217 214 162 772 624 193 593 509 393 116 179 120 431 159 109 187 244 156 122
internal_count=2376 591 495 281 188 115 1785 944 841 857 217 214 162 772 624 193 593 509 393 116 179 120 431 159 109 187 244 156 122
is_linear=0
shrinkage=0.00240373


Tree=1353
num_leaves=26
num_cat=0
split_feature=1 1 39 12 12 15 15 12 12 403 12 1 1 15 12 15 12 15 43 12 151 133 15 403 130
split_gain=460.056 84.4398 76.7368 58.7494 24.5135 19.1069 18.4603 16.2822 14.1028 10.7935 8.50898 8.02692 7.54252 8.99533 5.01966 4.95783 3.1525 5.25535 3.01696 2.78292 2.19501 2.01577 1.54832 0.634237 0.630677
threshold=0.10491000000000002 0.12719000000000003 0.081875000000000017 0.087545000000000026 0.11721500000000001 0.03981500000000001 -0.074959999999999985 0.054520000000000006 0.08623500000000002 -0.088079999999999978 0.099340000000000012 0.087070000000000022 0.11670500000000002 -0.075694999999999985 -0.042789999999999988 0.091230000000000019 0.091865000000000016 -0.039984999999999993 -0.025664999999999997 0.083865000000000009 -0.086439999999999989 0.31348000000000004 0.11315500000000002 -0.37559499999999996 -0.0045849999999999997
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=2 3 4 12 5 7 14 11 18 -9 -5 -1 13 -2 -3 23 20 -18 -7 -20 -11 22 -17 -10 -25
right_child=1 6 -4 10 -6 8 -8 9 15 16 -12 -13 -14 -15 -16 21 17 -19 19 -21 -22 -23 -24 24 -26
leaf_value=0.014413452929713444 0.011581790234318365 0.0096740590589122037 0.012487518492784183 0.014766072383464687 0.013276211952304599 0.016246875135661226 0.011781418764660321 0.013648199918671236 0.01544245224004734 0.014588358474357735 0.01336280282221021 0.013171867423996279 0.011008676013642152 0.012913146749378141 0.010692235653432386 0.015009018119796529 0.014348558146707447 0.015234665009520873 0.015906777642994405 0.015201587732269192 0.015066330120830357 0.014294658699891412 0.014545679280804065 0.015315432904410569 0.015012430269349307
leaf_weight=71 79 87 103 69 69 57 61 56 58 85 52 72 53 62 54 129 168 64 75 84 358 69 89 83 169
leaf_count=71 79 87 103 69 69 57 61 56 58 85 52 72 53 62 54 129 168 64 75 84 358 69 89 83 169
internal_value=0 0.0118968 0.0146719 0.0127393 0.0148 0.0148624 0.0105829 0.0145944 0.0151504 0.014752 0.0141632 0.0137885 0.011851 0.0121674 0.0100642 0.0149433 0.0148436 0.0145931 0.0157225 0.0155344 0.0149747 0.0146938 0.01482 0.0151742 0.0151123
internal_weight=0 517 1859 315 1756 1687 202 874 813 731 121 143 194 141 141 597 675 232 216 159 443 287 218 310 252
internal_count=2376 517 1859 315 1756 1687 202 874 813 731 121 143 194 141 141 597 675 232 216 159 443 287 218 310 252
is_linear=0
shrinkage=0.00260187


Tree=1354
num_leaves=20
num_cat=0
split_feature=4 0 14 4 376 0 42 448 147 483 1212 403 403 4 4 403 0 1212 4
split_gain=5.92768 7.88028 5.76848 4.32891 8.0025 5.6191 5.21487 3.25507 3.64729 3.02751 2.27638 2.59506 2.07461 1.23624 3.38231 1.04533 1.72981 1.2558 0.764578
threshold=0.50373500000000015 -0.089179999999999995 -0.072219999999999993 -0.047714999999999987 0.084145000000000011 -0.098524999999999988 0.11649000000000002 -0.065209999999999976 0.085050000000000014 0.10018500000000001 0.091315000000000021 -0.083919999999999981 -0.063554999999999987 -0.44205499999999992 -0.11205499999999999 -0.23730999999999999 -0.07304999999999999 0.082415000000000016 -0.50775499999999985
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 -1 5 6 -4 7 -5 9 -9 12 -12 15 18 -15 16 -7 -17 -14
right_child=1 -3 3 4 -6 10 -8 8 -10 -11 11 -13 13 14 -16 17 -18 -19 -20
leaf_value=0.003855886363077079 0.0021553667233849064 -0.0011084912362399728 0.0038144640542878915 -9.8402159181845139e-05 -0.0013951938082252908 0.0025971127763603553 -0.00075313280651638265 0.0013812360239519874 0.0033827059008442739 0.0029035950061464919 -0.00028868185833090656 0.0017167676562925356 0.0016928023787363654 -1.4208626934931978e-06 0.0017181820229558217 0.002163325730516441 0.00099929441780697409 0.0035124611762504475 0.002730702459668301
leaf_weight=54 59 90 68 58 52 81 52 863 52 68 53 75 69 65 359 69 55 65 69
leaf_count=54 59 90 68 58 52 81 52 863 52 68 53 75 69 65 359 69 55 65 69
internal_value=0 0.000183412 0.001614 0.00155825 0.0012645 0.00188536 0.00139111 0.00149829 0.00159257 0.00149251 0.00174864 0.000885807 0.00188129 0.00164062 0.00145439 0.00238196 0.00195148 0.00281831 0.00221229
internal_weight=0 149 2227 2173 1145 1028 1093 1041 983 931 960 128 832 562 424 270 136 134 138
internal_count=2376 149 2227 2173 1145 1028 1093 1041 983 931 960 128 832 562 424 270 136 134 138
is_linear=0
shrinkage=0.00694113


Tree=1355
num_leaves=14
num_cat=0
split_feature=4 457 124 2 14 43 4 401 4 4 16 52 43
split_gain=4.67982 3.7597 3.54832 3.45663 3.19887 2.76 2.06482 1.96241 6.04458 5.97018 1.7919 2.00721 0.834387
threshold=0.27287000000000006 0.11612500000000002 -0.087019999999999986 0.11144000000000001 0.062655000000000016 -1.0000000180025095e-35 0.45363500000000007 0.080190000000000011 -0.081689999999999985 -0.51003499999999991 -0.44010499999999991 0.51400500000000016 -0.0059699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 -2 -5 9 -9 -4 -11 -12 -10
right_child=3 -3 4 6 -6 -7 -8 8 12 10 11 -13 -14
leaf_value=-0.00019275519904167417 0.00027738462605094387 -0.00042127975179223631 0.0041330357514906043 -0.001301329463432861 0.0031885554002144905 0.0026534778117880027 0.00047077412512418735 -0.0012925642065458531 0.0022449287523305765 0.0028524329562905864 0.0016211628337269226 0.00024171756471973613 0.0010967996631856037
leaf_weight=59 52 52 55 59 76 59 100 52 75 64 1593 62 69
leaf_count=59 52 52 55 59 76 59 100 52 75 64 1593 62 69
internal_value=0 0.00157325 0.00162256 0.00052355 0.00167495 0.00154108 -0.000186294 0.00161651 0.000902222 0.00169538 0.00161734 0.00156953 0.00169534
internal_weight=0 2157 2105 270 2046 111 159 1970 196 1774 1719 1655 144
internal_count=2427 2157 2105 270 2046 111 159 1970 196 1774 1719 1655 144
is_linear=0
shrinkage=0.0075133


Tree=1356
num_leaves=13
num_cat=0
split_feature=123 149 124 15 12 3 43 15 160 13 11 3
split_gain=4.30212 5.71018 4.65159 2.72701 4.02874 3.00789 2.98236 2.71402 2.59383 2.17009 2.48596 1.00336
threshold=0.081990000000000021 0.07770500000000001 -0.083859999999999976 -0.37478999999999996 -0.064509999999999984 0.11372500000000001 -0.46848499999999998 -0.039984999999999993 -1.0000000180025095e-35 -0.10899499999999999 0.083010000000000014 -0.0063999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 -5 6 -6 -7 -1 -8 -11 -4
right_child=2 -3 11 4 5 7 9 -9 -10 10 -12 -13
leaf_value=0.0014299261650041163 -0.0015238446375967398 0.0042721134165435437 0.0019924178229656798 0.0037230878143598625 -0.00042886174187928224 0.0013535435239178464 0.00028100192038483677 -0.0013594585217649657 -0.001270073463124119 0.0015761762745672623 0.0032488997478377414 0.00041149767626924371
leaf_weight=53 75 54 61 59 57 57 92 53 53 1685 69 59
leaf_count=53 75 54 61 59 57 57 92 53 53 1685 69 59
internal_value=0 0.00149894 0.00016168 0.00143015 0.00149922 0.00143399 0.0015142 4.55322e-05 7.90572e-05 0.00157425 0.00164203 0.0012159
internal_weight=0 2232 195 2178 2072 2013 1903 110 106 1846 1754 120
internal_count=2427 2232 195 2178 2072 2013 1903 110 106 1846 1754 120
is_linear=0
shrinkage=0.00863042


Tree=1357
num_leaves=20
num_cat=0
split_feature=40 10 43 1 133 0 3 484 3 1 1210 2 157 13 43 3 0 13 13
split_gain=5.67463 3.07799 2.9308 4.13724 5.86911 2.95798 3.55624 5.51377 5.91103 3.8812 2.43495 2.26422 2.22089 2.94755 4.87721 1.81017 1.22266 1.50716 0.752965
threshold=-0.084709999999999994 -0.074314999999999978 0.0054600000000000004 0.079020000000000021 -0.23232999999999995 -0.086544999999999997 0.11745500000000002 0.085435000000000025 0.077930000000000013 0.098370000000000027 -0.080859999999999974 0.087855000000000003 -0.05495499999999999 0.24518500000000001 -0.15318999999999997 -0.060614999999999995 -0.048199999999999993 -0.076734999999999984 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 11 -5 6 7 8 9 -3 -7 -4 16 14 -14 18 17 -12 -13
right_child=1 2 3 4 -6 10 -8 -9 -10 -11 12 15 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.00073934375854624302 0.0025334349637511438 0.0010727224506926574 0.0020788851229073231 0.0010857391891661357 -0.0016731301728184571 8.4666196373208837e-05 -0.00055165529702117617 -0.00089589300790315083 0.0028202808343449157 -0.00056513169571775974 0.0020830471861078997 0.00055968867948885496 -0.00083421672341767368 0.0026351251155962278 0.0012062381977040217 0.0016186361855198581 0.0027432159122024948 0.00071961937946868652 -0.00043723132486305898
leaf_weight=91 54 420 57 59 82 76 89 70 76 76 106 87 56 57 749 53 59 55 55
leaf_count=91 54 420 57 59 82 76 89 70 76 76 106 87 56 57 749 53 59 55 55
internal_value=0 0.000958379 0.000921077 0.000396597 -0.000518205 0.00103016 0.00069765 0.000870952 0.0010873 0.000821617 0.00123999 0.000908733 0.00132108 0.00116817 0.00106421 0.000566323 0.00191988 0.00161772 0.000173056
internal_weight=0 2336 2282 393 141 1889 731 642 572 496 1158 252 1082 862 805 195 220 161 142
internal_count=2427 2336 2282 393 141 1889 731 642 572 496 1158 252 1082 862 805 195 220 161 142
is_linear=0
shrinkage=0.0066716


Tree=1358
num_leaves=13
num_cat=0
split_feature=31 147 4 1 14 1 15 0 4 130 15 160
split_gain=2.80159 2.91821 3.87622 4.99834 2.80023 2.69143 2.58039 3.47296 10.2723 3.72281 2.96078 1.79908
threshold=-0.018414999999999997 0.092070000000000013 0.30163500000000004 0.13976500000000003 0.062655000000000016 0.12180500000000001 0.13393000000000002 -0.13314999999999996 0.029980000000000003 -0.050984999999999996 -0.091274999999999981 -0.53447999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -4 7 8 10 -9 -2 -11
right_child=1 -3 3 -5 -6 -7 -8 9 -10 11 -12 -13
leaf_value=-0.00067289182270288553 -0.00019787601616704764 0.0023928660417157264 -2.6364018008404792e-05 0.001760967351251715 0.0022569767765411863 -0.0020201343575854385 -0.00074273620642268745 0.0023789093229060524 0.002466284470475096 -0.00026593279672149724 -0.0025176746015472726 0.00094915790217486667
leaf_weight=65 59 62 86 52 76 60 52 94 55 66 56 1644
leaf_count=65 59 62 86 52 76 60 52 94 55 66 56 1644
internal_value=0 0.000846209 0.000804483 -0.000161137 0.000895477 -0.00084625 0.000844366 0.000886214 -0.000100111 0.000979203 -0.00132819 0.000902215
internal_weight=0 2362 2300 198 2102 146 2026 1974 170 1804 115 1710
internal_count=2427 2362 2300 198 2102 146 2026 1974 170 1804 115 1710
is_linear=0
shrinkage=0.00722155


Tree=1359
num_leaves=13
num_cat=0
split_feature=13 2 15 376 15 13 51 13 15 13 15 151
split_gain=2.44246 3.67313 3.2095 2.76412 2.0972 1.89722 2.01241 3.17718 7.0542 2.23132 1.98632 1.96226
threshold=-0.47860499999999995 0.15855000000000002 -0.40312499999999996 0.084360000000000018 -0.47252999999999995 0.26379000000000002 0.07955000000000001 -0.024504999999999996 0.03981500000000001 -0.15416999999999995 -0.07879499999999999 0.08357500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 9 10 -9 -4 -8 -11
right_child=1 -3 3 -5 -6 -7 7 8 -10 11 -12 -13
leaf_value=0.0021642771894218732 0.00071820407441498325 -0.0012891709033341732 0.0022360802586884471 0.002373034208386499 -0.0011861258030991253 0.0021049070962393278 0.001690225683594257 -0.0018165662636023545 0.0013900049588200744 0.00077385738408592905 -2.0971072569750237e-05 -0.00062729615809010313
leaf_weight=59 52 52 55 56 79 52 80 98 60 1660 68 56
leaf_count=59 52 52 55 56 79 52 80 98 60 1660 68 56
internal_value=0 0.000646393 0.000689885 0.000757039 -0.000429608 0.000714496 0.000679648 0.000127746 -0.000598383 0.000774963 0.000903469 0.000728086
internal_weight=0 2368 2316 2185 131 2129 2077 306 158 1771 148 1716
internal_count=2427 2368 2316 2185 131 2129 2077 306 158 1771 148 1716
is_linear=0
shrinkage=0.00736598


Tree=1360
num_leaves=11
num_cat=0
split_feature=3 14 14 49 4 16 2 3 1429 3
split_gain=6.56171 4.62319 4.476 2.99554 2.78474 2.59802 3.79767 3.75061 2.22516 1.11784
threshold=0.32329500000000005 -1.0000000180025095e-35 0.019675000000000002 -0.15498999999999999 0.50609000000000004 0.41484500000000007 0.12665500000000005 -0.15500999999999998 0.083960000000000021 -0.075194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -5 -9 -7
right_child=-2 2 -4 5 -6 9 -8 8 -10 -11
leaf_value=0.0032433735292592275 -0.0018399991371221096 -0.0013617907754171227 0.0021484322360986667 -0.0014872629568938433 0.00082624590913304757 0.0008835471059202173 -0.0010860208802245341 0.0005952059964346206 -0.00046442649147542328 0.0021723301577370648
leaf_weight=56 66 52 88 54 52 99 94 1635 120 62
leaf_count=56 66 52 88 54 52 99 94 1635 120 62
internal_value=0 0.000562332 0.000487911 0.000418816 0.00208031 0.000463715 0.000386123 0.000462663 0.000522707 0.00138035
internal_weight=0 2312 2204 2116 108 2064 1903 1809 1755 161
internal_count=2378 2312 2204 2116 108 2064 1903 1809 1755 161
is_linear=0
shrinkage=0.0075133


Tree=1361
num_leaves=17
num_cat=0
split_feature=3 1446 15 13 4 159 43 4 457 484 15 157 43 42 4 484
split_gain=4.53924 3.96921 2.71339 2.4178 4.02594 3.37323 2.79029 3.2422 3.77714 2.27845 4.47207 3.00932 2.35828 1.89039 1.68158 0.600466
threshold=0.32329500000000005 0.10135500000000001 -0.4680149999999999 -0.0059899999999999997 0.30163500000000004 0.082200000000000009 0.094890000000000016 0.076415000000000025 0.062030000000000009 0.0038100000000000005 -0.0059299999999999986 -0.079969999999999986 0.10894500000000001 -0.075014999999999984 0.41181500000000004 0.08764000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 7 8 -5 11 15 -4 -13 -7 -9 -11
right_child=-2 -3 3 5 -6 13 -8 14 -10 10 -12 12 -14 -15 -16 -17
leaf_value=0.0017505971956960566 -0.0013589035208228161 -0.0014067442562955982 0.0015954913356026603 0.00064660637434137776 -0.0012955299247064541 0.00085300414938503427 -0.00086371758483440926 0.0024849651201058654 -0.001194856272703593 -0.00013991385474246282 -0.0017795853645905741 0.00022693209171565151 0.0011826997369070117 0.0025780779356017881 0.00083006254788363918 0.00080041989152842164
leaf_weight=70 66 52 93 431 71 53 58 58 56 53 64 939 131 61 52 70
leaf_count=70 66 52 93 431 71 53 58 58 56 53 64 939 131 61 52 70
internal_value=0 0.000415307 0.000457262 0.00041589 0.000252739 0.000717276 0.00053278 0.000668573 0.000434711 0.000334219 -0.000349088 0.00044415 0.000344013 0.00177669 0.0017033 0.000394656
internal_weight=0 2312 2260 2190 1421 769 655 597 487 1350 187 1163 1070 114 110 123
internal_count=2378 2312 2260 2190 1421 769 655 597 487 1350 187 1163 1070 114 110 123
is_linear=0
shrinkage=0.0066716


Tree=1362
num_leaves=13
num_cat=0
split_feature=10 1446 43 13 15 4 52 10 4 2 15 16
split_gain=4.84882 2.79639 2.27851 3.21429 2.26849 2.06069 3.36704 2.24691 3.95431 2.91038 2.33756 0.766595
threshold=-0.013164999999999998 0.10135500000000001 -0.23269999999999999 0.10935500000000002 -0.026169999999999995 -0.16772499999999999 -0.018574999999999998 0.046740000000000011 0.42953500000000006 0.13538500000000001 0.117775 0.27776000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 11 8 10 -10 -7 -4
right_child=1 -3 3 -5 -6 7 -8 -9 9 -11 -12 -13
leaf_value=-0.0016174024615996443 0.0027230456470173289 -0.001398262550260313 -0.00023108230850957598 -0.001530990437806548 0.0006177250369917422 0.00027034669186755758 0.0027779910246466958 -0.0012539795563783417 0.0032693662785934956 0.00061203314547054436 0.0016662133225492446 0.0010737989230021462
leaf_weight=76 55 52 53 53 80 1648 62 52 52 53 80 62
leaf_count=76 55 52 53 53 80 1648 62 52 52 53 80 62
internal_value=0 0.000429287 0.000471562 0.000407403 0.00147608 0.000457267 0.00128002 0.000379966 0.000426366 0.00192886 0.000335019 0.000471679
internal_weight=0 2302 2250 2115 135 2062 177 1885 1833 105 1728 115
internal_count=2378 2302 2250 2115 135 2062 177 1885 1833 105 1728 115
is_linear=0
shrinkage=0.00797318


Tree=1363
num_leaves=18
num_cat=0
split_feature=3 39 147 14 43 12 0 3 0 3 3 16 12 13 43 13 12
split_gain=146.068 109.894 23.7228 22.9567 11.9336 11.693 13.6771 8.22719 18.8404 8.11047 7.51473 6.1105 5.66628 5.08408 4.84937 4.12452 2.5758
threshold=0.25468500000000005 0.081875000000000017 0.087350000000000025 0.062655000000000016 -0.049914999999999994 0.1072 -0.097414999999999988 -0.11197999999999998 0.10798500000000001 0.099220000000000017 -0.078254999999999977 -0.16927999999999996 0.087905000000000025 -0.46134499999999995 -0.080249999999999988 -0.011494999999999998 0.11769500000000001
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 6 9 8 -8 14 -7 -3 -9 -2 -1 -13 -12
right_child=13 4 -4 -5 -6 10 7 12 -10 -11 16 15 -14 -15 -16 -17 -18
leaf_value=0.0030443049995542834 0.0014130050375280891 0.0013376657171043479 0.0026686504346708335 0.0052979980836301184 0.0031691649043810543 0.0026381107196577639 0.0027383371200304903 0.004284938449801017 0.0043953921142654666 0.0026331146905663834 0.0039778673106686665 0.0027082364255790995 0.0039671038694981614 0.00038957629831042588 0.0038794907736151782 0.001852280639364741 0.0033125597593413329
leaf_weight=52 54 63 85 67 57 59 80 566 73 53 67 57 703 54 154 70 64
leaf_count=52 54 63 85 67 57 59 80 566 73 53 67 57 703 54 154 70 64
internal_value=0 0.0037069 0.0038881 0.00394157 0.00222275 0.00389299 0.0039557 0.00404652 0.00352912 0.00345695 0.003338 0.0019387 0.00410888 0.000901524 0.00366879 0.00223665 0.00365302
internal_weight=0 2270 2023 1938 247 1871 1681 1422 153 259 190 190 1269 108 206 127 131
internal_count=2378 2270 2023 1938 247 1871 1681 1422 153 259 190 190 1269 108 206 127 131
is_linear=0
shrinkage=0.00235659


Tree=1364
num_leaves=31
num_cat=0
split_feature=1 3 10 15 1 124 16 0 3 0 49 39 42 15 0 43 0 51 3 0 0 49 3 16 15 3 16 3 133 133
split_gain=261.043 45.741 23.6945 22.6618 17.5544 19.454 16.2924 16.1141 15.2753 13.8589 10.3037 9.64171 6.51446 3.80213 9.04699 5.00206 3.51096 3.32094 2.93663 2.78962 2.69817 2.42711 2.42255 2.98849 2.92724 2.8663 2.11935 1.60872 1.35665 0.542476
threshold=0.10892500000000001 0.30835000000000007 -1.0000000180025095e-35 0.03981500000000001 0.089475000000000013 -0.079269999999999993 0.25761500000000009 -0.074544999999999986 -0.10237999999999998 -0.14151499999999997 -0.014169999999999999 0.089130000000000015 0.11309000000000001 -0.14068999999999995 -0.10490499999999998 -0.080819999999999989 -0.0042749999999999993 -0.08569499999999998 -0.07798999999999999 -0.096594999999999986 -0.043914999999999989 0.092625000000000013 -0.091869999999999993 -0.09471499999999998 0.087720000000000006 -0.087084999999999982 -0.046599999999999996 -0.077104999999999993 -0.0082649999999999998 0.0035300000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 -6 11 13 -9 -5 -7 19 22 -1 -15 17 26 -16 -14 -4 27 -17 29 -24 28 -26 -12 -10 -25 -11
right_child=1 -3 6 9 5 10 -8 8 20 12 16 -13 18 14 15 21 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0040978368127718261 0.00019266375526907746 -0.00022038838557399631 0.0016477524853159033 0.0049644922226696605 0.0013584597207703397 0.0021270921142222425 0.0031038155185141286 0.0016488042724899154 0.0032475901274403541 0.0042375911017926435 0.0034065031958385957 0.00077865995543394465 0.0035122400181806118 0.0027511628595971644 0.0044174315006055174 0.00358641300345221 0.0038179025871657966 0.0037376951921883283 0.0026758584261836593 0.0023046739523747287 0.0036226746862293557 0.0029651807524728744 0.0031175540574274116 0.0038326906604951977 0.0030660744659598469 0.0037063685476115948 0.002755415413470835 0.0026345630538314874 0.004285973435705864 0.003885244014627821
leaf_weight=87 53 97 78 55 56 64 66 53 57 66 60 55 52 79 59 98 56 197 54 85 59 67 53 115 53 266 67 52 67 52
leaf_count=87 53 97 78 55 56 64 66 53 57 66 60 55 52 79 59 98 56 197 54 85 59 67 53 115 53 266 67 52 67 52
internal_value=0 0.00129266 0.00172824 0.0034379 0.00320393 0.00269017 0.00201472 0.00339656 0.00282043 0.00374992 0.00299198 0.00168487 0.00366402 0.00361342 0.00352908 0.00367499 0.00329431 0.00389446 0.00308641 0.00199048 0.00318989 0.00333432 0.00375509 0.00368529 0.0037453 0.00360007 0.00306323 0.00295538 0.00399971 0.00408255
internal_weight=0 434 337 1944 1111 303 284 808 221 833 247 218 778 587 500 421 183 256 106 163 168 165 672 554 501 319 127 109 182 118
internal_count=2378 434 337 1944 1111 303 284 808 221 833 247 218 778 587 500 421 183 256 106 163 168 165 672 554 501 319 127 109 182 118
is_linear=0
shrinkage=0.00250084


Tree=1365
num_leaves=21
num_cat=0
split_feature=4 4 133 15 49 1429 15 403 4 4 47 4 51 160 160 42 4 15 42 48
split_gain=3.94392 3.03738 4.85403 2.93255 2.87254 2.69865 2.99138 2.06465 1.92265 3.18996 1.68077 1.62514 1.7378 1.61962 1.85878 2.23401 1.91946 1.76022 1.47828 1.43597
threshold=-0.51253999999999988 0.024315000000000003 -0.24124499999999996 -0.032704999999999991 0.059705000000000001 0.083960000000000021 -0.094449999999999992 -0.54045999999999983 -0.011514999999999999 -0.03463999999999999 0.084635000000000016 -0.019794999999999997 -0.0044849999999999985 0.093500000000000014 -0.012644999999999998 0.084815000000000015 0.36766000000000004 -0.16448999999999997 0.084835000000000008 0.08796000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 13 5 6 -2 -8 9 -9 11 -6 -13 14 18 17 -17 -16 -4 -10
right_child=1 2 3 -5 10 -7 7 8 19 -11 -12 12 -14 -15 15 16 -18 -19 -20 -21
leaf_value=-0.0016784432068337059 -0.0008330742275330981 0.0025223344588665261 0.001620199130093821 -0.0014903302541534743 2.6883952537915741e-05 -0.00075808443182090056 0.0024244630234319382 0.0007635932301708415 0.0021065413372533953 -0.00076861474482795857 0.0026746420571744436 0.0024328306846861407 0.00057752131604032813 0.0015014988758634343 -0.0021470323307181951 -0.00068706388925383302 0.0015070785532431861 -0.00037879125854322005 -2.2299186960661092e-05 0.00067257358531142887
leaf_weight=54 80 52 67 91 60 91 53 850 113 105 69 83 60 53 63 52 58 101 86 84
leaf_count=54 80 52 67 91 60 91 53 850 113 105 69 83 60 53 63 52 58 101 86 84
internal_value=0 0.000589465 9.58934e-05 -0.000124923 0.000775997 0.000621911 0.000719708 0.00082287 0.000749109 0.000595038 0.00155517 0.00117422 0.001655 0.00013375 -3.58095e-05 -0.000444986 0.000469043 -0.00105859 0.000696386 0.00149555
internal_weight=0 2271 623 571 1648 1376 1285 1205 1152 955 272 203 143 480 427 274 110 164 153 197
internal_count=2325 2271 623 571 1648 1376 1285 1205 1152 955 272 203 143 480 427 274 110 164 153 197
is_linear=0
shrinkage=0.00829529


Tree=1366
num_leaves=15
num_cat=0
split_feature=0 3 3 131 3 3 151 15 129 13 484 2 42 484
split_gain=4.39598 3.32624 4.52232 3.02937 4.04294 3.91839 2.59919 3.03079 2.35483 2.22117 2.15423 2.22005 0.758182 0.533148
threshold=0.036480000000000005 -0.16324999999999998 -0.015259999999999998 0.094990000000000019 0.30112000000000005 -0.072579999999999992 -0.15243999999999999 -0.45015499999999992 0.087505000000000013 -0.0021749999999999994 0.087150000000000019 0.13752500000000004 -0.083069999999999991 0.11701500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 12 -1 -8 10 -10 11 -9 -5 -12
right_child=1 2 -4 5 -6 -7 7 8 9 -11 13 -13 -14 -15
leaf_value=0.0019173836116461295 0.00053385230833319234 -0.0031388969361265963 -9.2389497428952073e-05 0.0014545326913879431 -0.0013023586289099235 0.003215337966914505 -0.00099778510122405968 0.00056224360844028343 0.00056927022626325745 -0.0014764195500327599 0.0020896644096585616 -0.00093113896204914518 0.00035030016777540127 0.0010784721207148223
leaf_weight=72 77 54 61 60 77 52 83 1385 59 66 58 61 94 66
leaf_count=72 77 54 61 60 77 52 83 1385 59 66 58 61 94 66
internal_value=0 -0.000698071 -0.00152363 0.000512437 0.000417947 0.00139593 0.000489594 0.000431729 0.000501777 -0.000510199 0.000582401 0.000499188 0.000781052 0.00155211
internal_weight=0 192 115 2133 1927 206 1850 1778 1695 125 1570 1446 154 124
internal_count=2325 192 115 2133 1927 206 1850 1778 1695 125 1570 1446 154 124
is_linear=0
shrinkage=0.00766357


Tree=1367
num_leaves=25
num_cat=0
split_feature=1 2 457 15 2 15 1 13 1456 13 1 2 48 42 52 42 156 52 2 16 49 16 52 15
split_gain=131.67 31.4831 19.4526 22.2821 12.7071 7.85005 11.3869 6.07634 5.37386 5.23812 5.1756 8.36223 4.96652 4.13348 4.90104 4.10381 3.99751 3.7646 4.22032 4.2536 3.56678 2.74317 1.65565 1.4567
threshold=0.10141500000000002 0.12708000000000003 0.079590000000000008 -0.086599999999999996 0.09580000000000001 -0.41971499999999995 0.13702500000000004 0.021935000000000003 0.056325000000000007 -0.09057999999999998 0.12719000000000003 0.106285 -0.026004999999999997 0.084815000000000015 -0.40011499999999994 0.10017000000000002 0.088610000000000008 0.25683000000000006 0.088555000000000009 -0.0024749999999999993 0.097500000000000017 -0.089984999999999996 0.016565000000000003 -0.0092549999999999976
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=4 2 3 10 8 -3 -7 9 12 -6 11 -2 -1 14 -5 20 17 18 19 -14 22 -20 -11 -10
right_child=1 5 -4 13 7 6 -8 -9 23 15 -12 -13 16 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25
leaf_value=0.0022740099223062904 0.0025180347921670452 0.0014698908814364964 0.00077788879875153607 0.0029670106692379614 0.002055030018103868 0.0011473945543992198 -0.00030383099284039393 0.0019900909474281788 0.0031668652633329319 0.002903137925484022 0.00097279961696169646 0.001324775594717903 0.0030599703217794238 0.0031497428365272907 0.0020380838821026643 0.0022811703943156126 0.0024931963372549211 0.0025366153662931732 0.0023859044357391413 0.0035874460770572957 0.0024980420999513742 0.0029240952171375413 0.0033884687551128194 0.0036695562012654644
leaf_weight=58 52 58 62 52 61 57 54 89 59 76 52 72 598 67 67 63 89 85 65 91 65 200 71 62
leaf_count=58 52 58 62 52 61 57 54 89 59 76 52 72 598 67 67 63 89 85 65 91 65 200 71 62
internal_value=0 0.00162129 0.00195083 0.00215165 0.00285803 0.000794369 0.000441175 0.00251742 0.00296876 0.00265702 0.00157361 0.00182537 0.00292223 0.00269848 0.0024442 0.00279047 0.00295554 0.00299512 0.00303595 0.00312967 0.0029417 0.00279218 0.00313771 0.00342464
internal_weight=0 593 424 362 1732 169 111 425 1307 336 176 124 1186 186 119 275 1128 1039 954 689 212 265 147 121
internal_count=2325 593 424 362 1732 169 111 425 1307 336 176 124 1186 186 119 275 1128 1039 954 689 212 265 147 121
is_linear=0
shrinkage=0.00226508


Tree=1368
num_leaves=24
num_cat=0
split_feature=1 2 2 3 150 4 4 2 2 4 14 0 4 3 3 2 15 3 132 3 4 42 2
split_gain=167.528 49.497 30.2226 25.2257 15.11 13.8246 11.6794 9.58653 7.56297 7.19552 7.16207 6.29881 4.92614 4.71659 4.04354 2.45349 2.42871 3.24613 2.33009 1.77009 1.68964 1.16341 0.85784
threshold=0.109225 0.14794000000000004 0.099675000000000014 -0.046329999999999989 1.0000000180025095e-35 0.30163500000000004 0.053255000000000004 -0.0091949999999999983 -1.0000000180025095e-35 0.27287000000000006 0.062655000000000016 0.12411500000000002 -0.082634999999999986 -0.093224999999999988 0.06269000000000001 0.088745000000000004 0.022565000000000005 -0.063814999999999997 -0.0065149999999999991 -0.08466499999999999 -0.088784999999999989 0.08648500000000002 0.083815000000000014
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 3 7 5 6 -2 11 -1 -5 -10 12 16 13 -9 15 18 17 -4 -14 -17 -15 -8 -22
right_child=1 -3 4 8 -6 -7 21 10 9 -11 -12 -13 14 20 -16 19 -18 -19 -20 -21 22 -23 -24
leaf_value=0.0025483583390786997 0.0035021628384947602 1.5589951732925376e-05 0.0035457860460024917 0.00083315619344661988 0.001577174371854646 0.0019305711765056279 0.0025288242558787919 0.0033082096083949472 0.0023249298210915488 0.0012393220884646078 0.0043383681437406353 0.0024840286006210721 0.004017921596131427 0.0043123486499589301 0.0027543966164621046 0.0029950100769606707 0.0037734587102155391 0.0027857314958942467 0.0034912361831728939 0.0033869398486409651 0.0040648995326075269 0.0020480133904192716 0.0037072598859803634
leaf_weight=60 81 85 77 62 54 54 67 101 79 64 61 53 54 53 52 92 72 57 552 256 59 53 127
leaf_count=60 81 85 77 62 54 54 67 101 79 64 61 53 54 53 52 92 72 57 552 256 59 53 127
internal_value=0 0.00165652 0.00332609 0.00206668 0.00276779 0.00287372 0.00293736 0.00349086 0.00153509 0.00183924 0.00353103 0.00322483 0.00349443 0.00374533 0.0034096 0.00344529 0.0034153 0.00322267 0.00353821 0.0032834 0.00392995 0.00231668 0.00382084
internal_weight=0 425 1900 340 433 135 379 1467 205 143 1407 259 1346 340 1006 954 206 134 606 348 239 120 186
internal_count=2325 425 1900 340 433 135 379 1467 205 143 1407 259 1346 340 1006 954 206 134 606 348 239 120 186
is_linear=0
shrinkage=0.00240373


Tree=1369
num_leaves=21
num_cat=0
split_feature=4 3 39 3 4 3 156 51 3 51 3 51 3 39 12 3 3 50 49 4
split_gain=174.205 48.9292 36.2989 17.1922 14.0003 8.71299 8.51296 8.16484 7.74015 5.97905 5.2574 6.54223 4.37208 6.13982 3.82218 3.40996 2.86876 2.69937 2.14172 1.82871
threshold=0.27161500000000005 0.30112000000000005 0.084535000000000013 -0.066704999999999987 0.024315000000000003 -0.096099999999999977 0.087400000000000019 -0.030684999999999994 -0.011259999999999997 0.078435000000000019 -0.07403499999999999 -0.092119999999999994 0.13772500000000001 0.088025000000000006 0.095815000000000011 -0.058704999999999993 -0.11327499999999999 0.10861000000000003 0.018515000000000004 -0.082634999999999986
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 2 4 -2 5 6 9 -6 -4 16 17 -12 13 -5 18 -13 -1 19 -9 -7
right_child=3 -3 8 12 7 10 -8 14 -10 -11 11 15 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0039517785672805996 0.0021642066782692091 0.00098801583447502258 0.0016935228132805365 0.0016505573589670724 0.0023482683411083648 0.0039849848944674693 0.0022650814406768431 0.0036541842961217322 0.0028112914285048623 0.0026621228667333147 0.0040611765590483758 0.0034964106815260241 0.00029615684534573531 0.00059822665270977977 0.0026735851247012199 0.0029385472927098617 0.003283169317252903 0.0033625419372745532 0.0030476330273565061 0.0037193162589727129
leaf_weight=78 86 53 80 63 87 211 52 100 70 53 68 128 60 71 53 138 78 103 55 638
leaf_count=78 86 53 80 63 87 211 52 100 70 53 68 128 60 71 53 138 78 103 55 638
internal_value=0 0.00331375 0.00337561 0.00125153 0.00347009 0.00356351 0.00315433 0.00298005 0.00221532 0.00337546 0.00364654 0.00338106 0.000846809 0.00109317 0.00324419 0.00320709 0.00361764 0.00373965 0.00343913 0.00378537
internal_weight=0 2045 1992 280 1842 1547 261 295 150 209 1286 334 194 134 208 266 156 952 155 849
internal_count=2325 2045 1992 280 1842 1547 261 295 150 209 1286 334 194 134 208 266 156 952 155 849
is_linear=0
shrinkage=0.0024518


Tree=1370
num_leaves=16
num_cat=0
split_feature=30 49 150 1 150 0 0 1 151 4 13 3 484 13 13
split_gain=6.75087 4.35688 3.23601 4.63766 3.45327 3.10096 4.52568 3.55492 3.22351 2.8074 3.60734 4.59765 1.9674 2.63399 1.24069
threshold=0.086065000000000016 -0.15378499999999998 1.0000000180025095e-35 0.088860000000000008 0.10635000000000001 -0.11242999999999999 -0.14454499999999995 0.097395000000000023 -0.085164999999999977 0.0015850000000000003 0.18219500000000002 -0.12595999999999999 0.023665000000000002 0.0028150000000000002 -0.083894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 14 -5 6 7 -3 -7 10 11 -10 13 -11 -4
right_child=-2 2 3 4 -6 8 -8 -9 9 12 -12 -13 -14 -15 -16
leaf_value=0.0028704637430053749 -0.0016723297906330937 0.0021987067876610852 0.00061233174215930605 -0.0015604418854559534 0.0005436229508199176 0.0023336890989051787 0.003279074927341493 -1.9487697484906367e-05 -0.00084646655600972051 0.00039742319123402156 0.0029204501809713701 0.0010397802467246905 0.0016066816920793459 -0.0012558765522375297 0.0022265715780363728
leaf_weight=66 56 82 56 95 82 85 80 81 78 244 53 1116 52 70 52
leaf_count=66 56 82 56 95 82 85 80 81 78 244 53 1116 52 70 52
internal_value=0 0.000967498 0.00091104 0.000163114 -0.000585224 0.00102082 0.00181499 0.00109592 0.000907118 0.000831892 0.00100173 0.000916491 0.000253026 2.85977e-05 0.0013903
internal_weight=0 2292 2226 285 177 1941 243 163 1698 1613 1247 1194 366 314 108
internal_count=2348 2292 2226 285 177 1941 243 163 1698 1613 1247 1194 366 314 108
is_linear=0
shrinkage=0.0075133


Tree=1371
num_leaves=26
num_cat=0
split_feature=1 3 15 1 12 3 2 159 15 49 12 3 13 12 3 2 15 130 15 15 133 1213 1211 401 15
split_gain=168.519 40.1972 16.8477 16.8874 22.8941 16.5788 15.0408 10.6941 9.41465 8.0655 7.55672 6.37832 5.96872 4.66595 4.87524 4.13593 4.09269 3.49546 3.26771 1.89123 1.15227 1.09824 1.08294 0.751702 1.06113
threshold=0.10915500000000002 -0.036004999999999988 0.03981500000000001 0.092655000000000015 0.089435000000000014 0.31534000000000006 0.114165 0.083310000000000009 -0.077559999999999976 -0.050539999999999995 0.086160000000000014 -0.12077499999999998 -0.0037749999999999993 0.096780000000000019 0.086245000000000016 0.084095000000000017 -0.0070899999999999991 0.088805000000000009 0.12341000000000001 -0.079109999999999986 -0.07218999999999999 -0.020279999999999996 0.084155000000000021 1.0000000180025095e-35 0.091230000000000019
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=2 6 3 11 9 7 -2 8 -3 -5 12 -1 15 14 16 -4 17 -13 20 -15 21 -12 23 24 -22
right_child=1 5 10 4 -6 -7 -8 -9 -10 -11 18 13 -14 19 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26
leaf_value=0.0023418727834619698 0.0029506414942415651 0.0011053866375379214 0.00387361186886491 0.0010923062925525659 0.0032710230421544328 -4.9898980455863269e-05 0.001476385099785985 0.00038228605106519555 0.0023691574509375514 0.0021946351368283233 0.0036753241330677792 0.0032373926623769419 0.0043603101338358374 0.0030201106383312111 0.0025362383539492845 0.0031422856517502817 0.0038496256234178913 0.002608535676683042 0.0026256012866221891 0.0024599543227866649 0.0033837128912428674 0.0032558637512378895 0.0028624682746126707 0.0029478200923967204 0.0031179829076660882
leaf_weight=67 94 80 74 56 88 73 61 54 52 97 53 465 52 56 59 95 53 53 53 78 167 97 56 52 163
leaf_count=67 94 80 74 56 88 73 61 54 52 97 53 465 52 56 59 95 53 53 53 78 167 97 56 52 163
internal_value=0 0.00143991 0.00306419 0.00287065 0.00233174 0.000882829 0.00237061 0.00124903 0.00160342 0.00179133 0.00330486 0.00302691 0.00367398 0.00308696 0.00317045 0.00346266 0.00323594 0.0031731 0.00317755 0.00269423 0.00322726 0.00340424 0.0031666 0.00321112 0.00325253
internal_weight=0 414 1934 1072 241 259 155 186 132 153 862 831 221 764 630 169 571 518 641 134 588 150 438 382 330
internal_count=2348 414 1934 1072 241 259 155 186 132 153 862 831 221 764 630 169 571 518 641 134 588 150 438 382 330
is_linear=0
shrinkage=0.00231039


Tree=1372
num_leaves=10
num_cat=0
split_feature=30 11 12 481 10 40 1186 16 16
split_gain=5.0437 3.88091 3.70889 3.17087 2.52569 3.60238 3.03776 2.72212 1.24133
threshold=0.085875000000000021 0.082245000000000013 -0.096989999999999979 0.0028200000000000005 -0.012054999999999998 -0.081029999999999977 0.083355000000000012 -0.011989999999999999 0.0039400000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -3
right_child=-2 8 3 -5 5 6 -8 -9 -10
leaf_value=0.0025480993590425213 -0.0013286563404488168 0.0030537494471111824 -0.00085949875986173375 0.0026404745234408426 0.002515124366600291 0.0010319359596790616 -0.0010696474306707961 0.00042432599936373041 0.001496849874312413
leaf_weight=76 58 62 54 55 71 1174 52 687 59
leaf_count=76 58 62 54 55 71 1174 52 687 59
internal_value=0 0.000959126 0.00088455 0.000824105 0.000775046 0.000819576 0.000756604 0.000807677 0.00229528
internal_weight=0 2290 2169 2093 2038 1984 1913 1861 121
internal_count=2348 2290 2169 2093 2038 1984 1913 1861 121
is_linear=0
shrinkage=0.00766357


Tree=1373
num_leaves=13
num_cat=0
split_feature=3 49 43 483 49 43 2 11 41 3 51 484
split_gain=3.81559 3.64365 4.37515 3.09912 3.14414 4.8063 4.85622 2.83886 4.05429 4.83411 2.35425 1.31657
threshold=0.30112000000000005 -0.089819999999999983 -0.080419999999999978 0.098395000000000024 -0.020999999999999994 -0.080989999999999993 0.091335000000000013 0.090920000000000015 0.07831500000000001 -0.15002999999999997 -0.090074999999999988 -0.051889999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 8 9 -6 -11 -5
right_child=-2 3 -4 11 7 6 -8 -9 -10 10 -12 -13
leaf_value=0.00078789397569734021 -0.00070498114275102707 0.0012108517740871967 0.003702489171416063 0.0011190742429831105 -0.0014465843698327828 0.00029340146884144716 -0.0030053648541697544 0.0023506850031278625 0.002513049880067219 -6.3604636218994462e-05 0.00084036312571164975 0.002790294019507623
leaf_weight=69 103 77 58 55 65 55 54 68 74 201 1408 61
leaf_count=69 103 77 58 55 65 55 54 68 74 201 1408 61
internal_value=0 0.000833228 0.00211963 0.000756054 0.000684015 -0.000283603 -0.00134008 0.000783167 0.00072214 0.000642922 0.000727386 0.00199862
internal_weight=0 2245 127 2118 2002 186 109 1816 1748 1674 1609 116
internal_count=2348 2245 127 2118 2002 186 109 1816 1748 1674 1609 116
is_linear=0
shrinkage=0.00781684


Tree=1374
num_leaves=12
num_cat=0
split_feature=16 30 12 13 9 400 2 13 12 4 12
split_gain=3.69331 4.5711 2.59909 5.21022 4.02522 2.43749 9.5065 2.86773 2.97862 1.68731 1.06087
threshold=-0.54656499999999986 0.085875000000000021 -0.097959999999999978 -0.16392499999999996 0.037245000000000007 -0.0031999999999999993 0.090310000000000015 0.18219500000000002 -1.0000000180025095e-35 -0.083354999999999985 0.10411000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 8 -7 -5 -9
right_child=1 -3 3 4 -6 7 -8 10 -10 -11 -12
leaf_value=0.0030984205620271325 0.0024065306214593081 -0.001927926353162917 -0.0013179998589906367 0.00011664485176175255 0.0031336736696409807 -0.00062313191887776443 -0.0035205116281152491 0.0031447292641996693 0.00082629563454505919 0.0022026992007571017 0.0013436562590606522
leaf_weight=52 73 53 100 71 57 123 52 53 1605 56 53
leaf_count=52 73 53 100 71 57 123 52 53 1605 56 53
internal_value=0 0.000677926 0.000739542 0.00068342 0.000780153 0.000713463 -0.000286268 0.00081109 0.000723069 0.00103723 0.0022451
internal_weight=0 2296 2243 2170 2070 2013 179 1834 1728 127 106
internal_count=2348 2296 2243 2170 2070 2013 179 1834 1728 127 106
is_linear=0
shrinkage=0.00897909


Tree=1375
num_leaves=18
num_cat=0
split_feature=0 12 16 402 0 16 1 1453 16 1 0 0 402 12 42 49 2
split_gain=4.9724 6.67771 5.91296 3.59396 3.26451 6.84109 4.79212 2.79164 2.19562 2.64954 2.81935 2.55833 2.09997 2.03639 1.76004 1.24653 2.2677
threshold=-0.12608499999999997 0.082295000000000021 -0.0092499999999999978 0.088375000000000023 0.040035000000000008 0.034535000000000003 0.088595000000000021 -0.07303999999999998 0.27252000000000004 0.13962500000000003 -0.037794999999999995 -0.061994999999999995 0.10052500000000002 0.086665000000000006 0.086825000000000013 -0.061834999999999994 0.11197500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 7 -6 -7 -2 9 10 11 -9 -5 -14 -10 -1 -17
right_child=3 -3 -4 12 5 6 -8 8 14 -11 -12 -13 13 -15 -16 16 -18
leaf_value=0.0017602579624267133 -0.0012019659340462233 -0.0024797396406604968 -0.0021696314207148102 0.0026554752644095351 -0.0029099956999982662 -0.0013935063034210163 0.0017113018376850437 0.0006173124650844182 -0.0011843407027763645 0.0024040378746920774 0.0022225047846919947 -0.0010627325134365351 -0.00026162592707272981 0.0016259493110346518 0.00046750976186622816 -0.00040560727035678567 0.0015106084522968429
leaf_weight=52 55 79 55 65 54 52 73 1212 72 53 64 58 53 102 87 94 63
leaf_count=52 55 79 55 65 54 52 73 1212 72 53 64 58 53 102 87 94 63
internal_value=0 -0.000485873 0.00011046 0.0005327 0.000416141 -0.000584788 0.000419034 0.000528102 0.000589704 0.000689461 0.000621278 0.00054052 0.00147539 0.000979982 -0.000279973 0.000710884 0.000362789
internal_weight=0 343 264 2000 1780 179 125 1601 1546 1387 1334 1270 220 155 159 209 157
internal_count=2343 343 264 2000 1780 179 125 1601 1546 1387 1334 1270 220 155 159 209 157
is_linear=0
shrinkage=0.00781684


Tree=1376
num_leaves=19
num_cat=0
split_feature=1 13 40 457 43 16 457 48 3 484 402 52 13 51 3 16 16 1
split_gain=3.71411 3.17612 2.8747 2.92605 3.35964 2.95939 2.33201 2.23451 3.32919 2.1915 2.31243 1.53346 2.37089 2.46906 1.12757 0.940109 0.67477 1.61573
threshold=0.15067500000000003 -0.044684999999999996 -0.078349999999999989 0.062030000000000009 -0.45791499999999996 -0.48186499999999993 0.035070000000000011 0.088145000000000015 -0.036844999999999996 0.11912000000000002 0.094750000000000015 0.12431000000000002 -0.15310499999999996 0.091085000000000013 0.20828500000000003 -0.081934999999999994 -0.14101499999999997 0.082265000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -6 9 8 -7 10 11 12 14 -14 -1 -12 -13 -18
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 15 16 13 -15 -16 -17 17 -19
leaf_value=-0.0019576910689279091 -0.0019178744912820302 0.0015406706856141621 -0.0021324717940256039 -0.0015772720800740609 -0.0017919752425709899 0.00048251017694943434 0.0021281934290974559 0.001608879166884077 -0.0011265743526724936 0.0023909096010161801 0.0026446129708280431 0.002002076322480899 0.00026644016058164168 0.0023040850274945231 -0.00013488018069761123 0.00094142055442703076 0.0017183328728482073 -0.00026439526212067608
leaf_weight=52 56 97 52 95 55 545 90 101 128 54 53 52 618 52 58 52 71 62
leaf_count=52 56 97 52 95 55 545 90 101 128 54 53 52 618 52 58 52 71 62
internal_value=0 0.000422405 6.63827e-05 -8.00416e-05 8.1299e-05 0.000220276 0.000736997 0.000363389 0.000176331 0.000625517 0.000536333 0.000398515 0.000224043 0.000424729 -0.000997444 0.00180204 0.00113361 0.000793333
internal_weight=0 2287 1073 976 881 829 1214 774 673 1124 1070 965 780 670 110 105 185 133
internal_count=2343 2287 1073 976 881 829 1214 774 673 1124 1070 965 780 670 110 105 185 133
is_linear=0
shrinkage=0.00897909


Tree=1377
num_leaves=17
num_cat=0
split_feature=10 13 14 0 14 10 0 52 0 52 52 52 13 52 130 43
split_gain=83.6255 55.6367 34.8344 33.251 27.568 24.1666 19.8627 13.4953 10.0565 18.0754 11.4027 4.99136 3.40406 2.77156 2.66893 2.69699
threshold=-1.0000000180025095e-35 -0.16392499999999996 -0.31455999999999995 -0.11169999999999998 0.023790000000000002 1.0000000180025095e-35 -0.068669999999999995 0.044705000000000002 -0.061994999999999995 -0.092264999999999986 0.033770000000000008 -0.0065299999999999993 -0.47860499999999995 -0.53283999999999987 0.10367000000000003 -0.083154999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 12 -3 4 7 8 -1 11 14 13 -11 -4 -2 -10 15 -5
right_child=1 2 3 5 -6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0016626454060434848 0.0016487726610357734 0.0011484291981089566 0.0019299917207839658 0.0034078307082179224 0.003644582086270191 0.0015177795131353449 -0.00026123927726619175 0.0027873771262773655 0.0035592950549670098 0.0015275883626570735 0.0027952539744397686 0.0011518846229344845 0.00084961041798772136 0.002906781031661281 0.0027937289022660918 0.0031663019846143296
leaf_weight=65 57 62 96 362 62 54 55 68 96 77 81 88 62 59 82 917
leaf_count=65 57 62 96 362 62 54 55 68 96 77 81 88 62 59 82 917
internal_value=0 0.00280062 0.00288929 0.00294213 0.00223639 0.00307036 0.000780655 0.00188983 0.00312043 0.002739 0.00217763 0.00155799 0.00123261 0.00331108 0.00320813 0.00323468
internal_weight=0 2223 2104 2042 314 1728 120 252 1674 313 158 184 119 155 1361 1279
internal_count=2343 2223 2104 2042 314 1728 120 252 1674 313 158 184 119 155 1361 1279
is_linear=0
shrinkage=0.00235659


Tree=1378
num_leaves=18
num_cat=0
split_feature=4 0 15 4 158 4 4 49 0 4 0 158 49 1 11 4 4
split_gain=4.24505 2.45683 6.45093 2.48658 2.29125 3.08289 3.61495 4.47207 6.10235 2.90623 2.23979 2.2241 2.1161 2.51688 2.84907 2.70696 0.409112
threshold=0.04105000000000001 -0.11208499999999998 -0.025694999999999999 -0.0027699999999999995 0.097560000000000022 0.076415000000000025 0.24099500000000004 -0.046979999999999987 -0.065794999999999979 0.42953500000000006 -0.097074999999999981 0.098790000000000003 -0.078459999999999988 0.11039500000000001 0.079300000000000009 -0.17689999999999997 0.10947000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 16 -8 9 -9 -3 12 -12 14 15 -14 -7
right_child=4 10 -4 -5 -6 6 7 8 -10 -11 11 -13 13 -15 -16 -17 -18
leaf_value=-0.00010381027785330384 -0.0015103500120613597 0.0022117353410759438 -0.0018011041852153613 0.0021669051030816532 0.00093914819651045721 0.0016060781984694019 -0.0023497685718193622 -7.7625427455055702e-05 -0.0018858928608855123 0.0018973800620545971 -0.00048308107409480273 0.0019043245512019248 0.0019121435066241743 0.0020478974736246975 -0.0010338332472094227 0.00054242655507681279 0.00066886503543312609
leaf_weight=57 103 52 83 52 92 53 58 103 71 71 102 73 88 68 60 1104 53
leaf_count=57 103 52 83 52 92 53 58 103 71 71 102 73 88 68 60 1104 53
internal_value=0 0.000578745 -0.000222551 0.000978731 -0.000152282 -0.000348556 -5.57805e-05 -0.000473751 -2.93054e-05 0.000727807 0.000678246 0.000624854 0.000559114 0.000639708 0.000563161 0.000643614 0.00113823
internal_weight=0 1739 192 109 604 512 409 303 245 174 1547 1495 1422 1320 1252 1192 106
internal_count=2343 1739 192 109 604 512 409 303 245 174 1547 1495 1422 1320 1252 1192 106
is_linear=0
shrinkage=0.0075133


Tree=1379
num_leaves=24
num_cat=0
split_feature=4 3 39 3 15 13 2 15 13 3 49 15 43 43 160 43 15 42 42 43 2 2 13
split_gain=129.666 45.3528 21.2296 13.7002 11.7449 11.4904 6.6332 6.61924 10.5957 7.48818 6.1184 5.11877 5.02081 4.75206 4.00461 5.44262 3.30779 2.3107 2.28308 1.94792 3.63639 2.8294 1.42636
threshold=0.27161500000000005 0.10812000000000001 0.081875000000000017 0.13772500000000001 -0.03886499999999999 -0.014114999999999997 0.12708000000000003 0.03981500000000001 -0.057284999999999996 -0.12595999999999999 -0.015974999999999996 -0.41971499999999995 0.0049250000000000014 -0.00067499999999999993 1.0000000180025095e-35 -0.069824999999999984 0.11315500000000002 0.092475000000000016 1.0000000180025095e-35 -0.081164999999999987 0.091155000000000014 0.089625000000000024 -0.074749999999999997
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=1 2 7 6 -3 -4 11 8 17 -9 -10 -2 13 16 15 -12 -11 19 -14 20 -1 -21 -19
right_child=3 4 5 -5 -6 -7 -8 9 10 12 14 -13 18 -15 -16 -17 -18 22 -20 21 -22 -23 -24
leaf_value=0.0033329393210889987 0.0014936314256768163 0.0023605802442363119 0.003090721200825374 0.00047077744689423193 0.00082812875969700617 0.0018186645242321726 0.0010268752579626747 0.0041307525780283853 0.002061018857163659 0.0034036483620980026 0.0022921574134819179 0.0023216114979811775 0.0032265602394451567 0.0040057870632465098 0.0034662429950667274 0.0029763755579825619 0.0029201775752859204 0.0027084897579839305 0.0027117038729798475 0.0033951747294812653 0.0039885448076379323 0.0027617541335618551 0.0032331431557841486
leaf_weight=200 79 52 62 67 55 98 63 60 54 423 85 81 87 60 56 234 93 54 100 101 59 61 59
leaf_count=200 79 52 62 67 55 98 63 60 54 423 85 81 87 60 56 234 93 54 100 101 59 61 59
internal_value=0 0.00303801 0.00311854 0.00138744 0.0015731 0.00231174 0.00166273 0.00319081 0.00306048 0.00334328 0.00278971 0.00191295 0.00328132 0.0033884 0.00289457 0.00279414 0.00331656 0.00327796 0.00295137 0.00335716 0.00348238 0.00315682 0.00298264
internal_weight=0 2053 1946 290 107 160 223 1786 963 823 429 160 763 576 375 319 516 534 187 421 259 162 113
internal_count=2343 2053 1946 290 107 160 223 1786 963 823 429 160 763 576 375 319 516 534 187 421 259 162 113
is_linear=0
shrinkage=0.00231039


Tree=1380
num_leaves=25
num_cat=0
split_feature=12 12 156 3 3 474 0 40 12 0 11 39 150 12 12 11 48 51 0 51 403 12 0 0
split_gain=108.707 37.7623 25.9696 18.1264 31.4255 16.4047 13.6368 12.7332 12.0918 8.31574 6.39934 5.37167 5.07811 3.99849 6.82197 4.86438 3.24434 3.50743 3.23056 1.84457 1.56414 1.94065 1.72319 0.670329
threshold=0.054520000000000006 0.13969000000000004 0.08549000000000001 0.11745500000000002 0.077930000000000013 0.086990000000000012 -0.068214999999999984 -0.063404999999999989 0.086700000000000013 -0.13740499999999997 1.0000000180025095e-35 0.087735000000000021 0.083205000000000015 0.10771500000000002 0.11461500000000001 0.079915000000000014 0.087215000000000015 -0.092119999999999994 -0.11471499999999998 -0.085164999999999977 -1.0000000180025095e-35 0.083885000000000015 -0.084444999999999978 -0.085719999999999977
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 8 3 4 6 -4 9 -8 10 -1 19 -11 13 15 -15 16 17 -10 -5 -2 23 -22 -23 -21
right_child=1 -3 5 18 -6 -7 7 -9 12 11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 21 22 -24 -25
leaf_value=0.0013599638048867706 0.0037219302093618035 0.0012254979183608577 0.0038254658579036766 0.0013486480712632776 0.003195494040558466 0.0020927027127563176 0.0018393582450474412 0.00041535196695436088 0.0026677784919501876 0.0029051846424835545 0.0041663303714092777 0.0019250317891292537 0.0024731158972302512 0.0022117824742439846 0.0031771759299117097 0.0036347985755694739 0.0026555814799815811 0.0031487783110364402 0.00063825936840658385 0.0036157265580337317 0.0027956548765104682 0.0031247372355281125 0.0036005644355162074 0.003306268271737879
leaf_weight=52 55 53 55 81 87 53 61 63 84 58 52 53 81 71 74 78 91 736 52 74 54 116 57 71
leaf_count=52 55 53 55 81 87 53 61 63 84 58 52 53 81 71 74 78 91 736 52 74 54 116 57 71
internal_value=0 0.00307204 0.00198631 0.00177558 0.00202604 0.00297535 0.00167146 0.00111606 0.0031298 0.00209382 0.00342896 0.0024374 0.00301183 0.00305029 0.00270463 0.00310095 0.00305521 0.00309953 0.00107108 0.00333911 0.00328245 0.00316614 0.00328165 0.00346436
internal_weight=0 1747 615 507 374 108 287 124 1694 163 479 111 1215 1134 145 989 911 820 133 427 372 227 173 145
internal_count=2362 1747 615 507 374 108 287 124 1694 163 479 111 1215 1134 145 989 911 820 133 427 372 227 173 145
is_linear=0
shrinkage=0.00222067


Tree=1381
num_leaves=16
num_cat=0
split_feature=2 0 4 3 15 42 43 3 3 130 3 1 15 16 0
split_gain=5.24614 3.43256 3.66124 4.14136 4.31214 3.57191 3.54931 2.55206 2.39392 2.25184 4.11683 2.49438 4.53079 2.88572 1.50836
threshold=0.16730000000000003 -0.23395499999999997 -0.082249999999999976 0.10812000000000001 -0.10602999999999999 0.088520000000000015 -0.15924499999999997 0.099220000000000017 -0.057369999999999997 -1.0000000180025095e-35 -0.12077499999999998 0.10296000000000001 -0.084629999999999997 -0.17699999999999996 0.12381500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 9 -5 6 -3 8 14 -4 -11 13 -13 -12 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10 10 11 12 -14 -15 -16
leaf_value=0.0028154388472669606 -0.0014928369751909668 -0.00076781253708882956 -0.00042265658123574908 0.00068661220126690816 -0.0024663120535723302 0.0028389555058538347 0.0016075881859598175 0.0029647323745429621 -0.00039007748266578523 0.0023358328164309592 -0.00058726761738896334 -0.0011444232284297062 0.0012653255236724232 0.00094109563700084126 0.00017600062528616841
leaf_weight=54 59 55 96 54 52 85 273 52 55 101 81 112 83 1096 54
leaf_count=54 59 55 96 54 52 85 273 52 55 101 81 112 83 1096 54
internal_value=0 0.000867243 0.000820429 0.000635706 -0.000859318 0.00135932 0.00110196 0.0013391 0.0011176 0.000736762 0.000812381 0.000700172 -0.000118307 0.000835844 0.00137143
internal_weight=0 2303 2249 1675 106 574 489 434 382 1569 1473 1372 195 1177 327
internal_count=2362 2303 2249 1675 106 574 489 434 382 1569 1473 1372 195 1177 327
is_linear=0
shrinkage=0.00781684


Tree=1382
num_leaves=24
num_cat=0
split_feature=1 1 14 10 16 15 1 1 16 16 159 0 50 16 0 15 15 16 16 159 47 133 160
split_gain=164.354 31.7817 18.7908 17.8729 15.9439 9.46779 13.5827 7.46656 7.39888 7.22919 6.37619 5.75816 5.46236 4.1301 6.77623 3.73804 3.53312 3.28828 3.2169 2.40014 3.39087 4.21253 1.66633
threshold=0.104035 0.13075500000000004 0.076975000000000002 -1.0000000180025095e-35 0.12292000000000002 -0.019239999999999997 0.095695000000000016 0.11869500000000001 0.058765000000000005 -0.41863499999999992 0.088255000000000014 -0.074274999999999994 0.11266000000000001 0.081265000000000018 -0.064539999999999986 -0.059484999999999989 -0.087864999999999985 0.25032500000000008 -0.09391999999999999 0.08351500000000002 0.078875000000000015 0.024130000000000002 -0.0056949999999999995
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 4 5 -3 7 6 8 9 19 -2 12 -5 13 14 18 -10 -11 -15 -7 20 21 -1 -12
right_child=1 3 -4 11 -6 10 -8 -9 15 16 22 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0026384297095948207 0.0025919118860877038 -0.00022774931086494169 0.0043761463846122631 0.00080724560236792675 0.0029640614328900724 0.0028479502143987944 0.0019863774597721727 0.0011051940106268667 0.002824339430838325 0.0020680148998442898 0.0024164212132057098 0.0017834863173556465 0.002563396236240452 0.0041453975898131535 0.0024564299807784645 0.0020702128327647609 0.0012304532916315616 0.0033347391289065822 0.0033658967581069832 0.003511833776443157 0.0034434615976468748 0.0032285013713633107 0.0029897532817176964
leaf_weight=131 73 54 63 58 83 71 81 63 102 54 57 73 54 55 52 54 54 53 719 81 95 129 53
leaf_count=131 73 54 63 58 83 71 81 63 102 54 57 73 54 55 52 54 54 53 719 81 95 129 53
internal_value=0 0.00165588 0.00313509 0.000890358 0.0020889 0.00309132 0.00287462 0.0017911 0.00299611 0.0020297 0.00322221 0.00135145 0.00328018 0.0033209 0.00326611 0.00256345 0.00164946 0.0037478 0.00331938 0.00315085 0.00306842 0.00293129 0.00269289
internal_weight=0 512 1850 185 327 1787 673 244 592 181 1114 131 1004 950 842 156 108 108 790 436 355 260 110
internal_count=2362 512 1850 185 327 1787 673 244 592 181 1114 131 1004 950 842 156 108 108 790 436 355 260 110
is_linear=0
shrinkage=0.00231039


Tree=1383
num_leaves=15
num_cat=0
split_feature=2 14 2 0 1427 52 51 1447 2 0 2 130 0 1447
split_gain=4.4024 5.55522 3.18321 2.10643 1.86737 2.0301 3.99209 3.56328 2.78518 2.52883 2.42338 2.2707 1.2607 0.627503
threshold=0.13880500000000004 -0.10708499999999999 -0.011974999999999998 -0.074754999999999988 0.083935000000000023 0.40391000000000005 0.0033150000000000007 -0.051529999999999992 0.089165000000000008 -0.059914999999999989 0.089045000000000013 -1.0000000180025095e-35 -0.0042749999999999993 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 -2 5 7 -7 10 9 -9 13 -10 -3 -4
right_child=3 2 4 -5 -6 6 -8 8 11 -11 -12 -13 -14 -15
leaf_value=0.00260766511141858 -0.0014553040591410685 0.00025687094827351204 0.0016245348931473781 0.00017655522826946535 0.0019746312902418138 0.00080106396291224297 -0.0014800546149272267 0.00087353858272294302 -0.00089190300216232456 0.0023918745346044328 0.002905408281500261 0.00051402930085904378 -0.0011315055978877826 0.00063489039770903946
leaf_weight=71 54 66 64 101 56 96 53 816 55 52 53 721 52 52
leaf_count=71 54 66 64 101 56 96 53 816 55 52 53 721 52 52
internal_value=0 0.000771383 0.000710312 -0.000391504 0.000772602 0.000738257 -9.86265e-06 0.00079978 0.000704876 0.000964581 0.00172257 0.00041429 -0.000354352 0.00118152
internal_weight=0 2207 2136 155 2018 1962 149 1813 1644 868 169 776 118 116
internal_count=2362 2207 2136 155 2018 1962 149 1813 1644 868 169 776 118 116
is_linear=0
shrinkage=0.0066716


Tree=1384
num_leaves=14
num_cat=0
split_feature=4 2 39 3 2 14 49 4 0 2 39 0 13
split_gain=305.277 105.341 48.6009 39.8394 22.4966 15.6707 11.8051 10.1462 25.3963 9.33985 6.84069 3.76784 3.47522
threshold=0.30163500000000004 0.13388500000000003 0.082470000000000016 0.10323000000000002 0.14019000000000004 0.076975000000000002 -0.0086549999999999978 -0.46376499999999993 -0.042364999999999993 0.089045000000000013 0.089200000000000015 0.12212000000000002 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 7 -4 11 9 -9 12 -1 -2
right_child=4 -3 6 -5 -6 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0051082791788935981 0.0011785811007986797 0.0012877305337311495 0.0017872740261600144 0.002286868969114939 -0.00021840680634862002 0.0051527671464676496 0.0031621513654023401 0.0040912617481973224 0.0022779197355577365 0.0037136099047382579 0.00065272599181712587 0.0042145564725749925 0.0019554382278829468
leaf_weight=52 52 96 70 80 66 62 69 997 52 576 52 54 84
leaf_count=52 52 96 70 80 66 62 69 997 52 576 52 54 84
internal_value=0 0.00369984 0.00381492 0.00391472 0.000964941 0.00398734 0.00246995 0.00394558 0.0038994 0.00395299 0.00138051 0.00465322 0.00165859
internal_weight=0 2108 2012 1873 254 1793 139 1731 1625 1573 188 106 136
internal_count=2362 2108 2012 1873 254 1793 139 1731 1625 1573 188 106 136
is_linear=0
shrinkage=0.00235659


Tree=1385
num_leaves=15
num_cat=0
split_feature=45 13 2 15 49 0 0 151 12 13 52 39 1447 1
split_gain=3.81765 4.74455 7.02531 3.53723 5.96557 3.97055 3.91232 3.47915 2.63761 2.29819 2.66678 3.2426 2.09917 0.454817
threshold=1.0000000180025095e-35 -0.47860499999999995 0.16394500000000004 -0.094124999999999986 -0.015064999999999999 -0.14216999999999999 -0.10946999999999998 -1.0000000180025095e-35 -0.036614999999999988 -0.00016499999999999997 0.0029250000000000005 0.085155000000000022 -0.085024999999999989 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -5 -8 10 11 -6 -10 -11
right_child=-2 2 -4 5 9 6 8 -9 12 13 -12 -13 -14 -15
leaf_value=0.0025203190891338093 0.0024649136610817978 -0.0019260394442310942 -0.0017506987532377584 0.00064749526332852781 -0.00089843939266753153 -0.00096127886668249452 0.0018703169452110248 0.002786258117505208 -0.0003133042744177087 0.0016443069158613192 0.0010505397078794485 0.00098388615618109692 0.00077482127183109136 0.00080322305680121742
leaf_weight=58 52 52 52 56 130 57 90 78 80 56 88 56 1431 55
leaf_count=58 52 52 52 56 130 57 90 78 80 56 88 56 1431 55
internal_value=0 0.000672524 0.000625508 0.000680974 0.00015314 0.000809653 0.000722057 0.00189297 0.000782032 0.000434146 0.000112219 -0.000331342 0.000717164 0.00122818
internal_weight=0 2339 2281 2229 437 1792 1658 134 1601 385 274 186 1511 111
internal_count=2391 2339 2281 2229 437 1792 1658 134 1601 385 274 186 1511 111
is_linear=0
shrinkage=0.00654078


Tree=1386
num_leaves=20
num_cat=0
split_feature=4 3 39 2 2 133 2 3 3 2 49 51 2 3 3 2 16 51 16
split_gain=176.426 76.9292 34.1028 24.8286 15.9035 13.7238 14.5559 9.83577 7.96024 12.745 5.1341 9.06446 6.48418 7.31131 5.75232 4.17499 4.12523 3.05373 2.7047
threshold=0.27161500000000005 0.25468500000000005 0.082470000000000016 0.13775000000000001 0.10859000000000001 0.087005000000000013 0.094955000000000025 -0.049204999999999992 -0.0062049999999999996 0.10746500000000002 -0.047749999999999994 -0.010724999999999998 0.064660000000000009 -0.029309999999999996 -0.068864999999999996 0.083760000000000015 0.4099850000000001 -0.087539999999999993 0.00088000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 10 6 -4 16 -2 -10 11 -1 14 15 18 -14 -6 -15 -12
right_child=3 -3 5 -5 7 -7 -8 -9 9 -11 12 -13 13 17 -16 -17 -18 -19 -20
leaf_value=0.0040464117568767902 0.0024285300345198361 0.00089245033613725825 0.0038227293790480256 0.00043490180225366841 0.0030029486972388197 0.0015747704673236649 0.0021501691836382899 0.0022012242943309957 0.00072582338438650668 0.0022648124942974265 0.0037185989581641232 0.0028729864178468965 0.0042878290454012799 0.0039857312098629406 0.0027841514580634937 0.0037265971091199738 0.0036858078810669726 0.0047429611132633366 0.0032510310318593833
leaf_weight=53 99 58 54 74 99 52 53 52 52 59 246 94 74 53 52 937 85 58 87
leaf_count=53 99 58 54 74 99 52 53 52 52 59 246 94 74 53 52 937 85 58 87
internal_value=0 0.0034655 0.00353833 0.00156354 0.00362311 0.00253033 0.00299449 0.00307245 0.00196114 0.00154406 0.00370167 0.00329622 0.0037412 0.00382846 0.00348686 0.0037677 0.00331853 0.00438162 0.00359651
internal_weight=0 2107 2049 284 1890 159 107 236 210 111 1654 147 1507 1122 385 1011 184 111 333
internal_count=2391 2107 2049 284 1890 159 107 236 210 111 1654 147 1507 1122 385 1011 184 111 333
is_linear=0
shrinkage=0.00226508


Tree=1387
num_leaves=10
num_cat=0
split_feature=3 3 13 1429 34 3 482 1374 51
split_gain=5.66029 3.31562 3.33756 2.40458 2.7328 3.09609 2.44193 2.00965 1.29726
threshold=0.30112000000000005 0.12991000000000003 0.26746000000000009 0.086095000000000019 -0.082914999999999989 -0.24154499999999998 0.089270000000000002 0.086000000000000007 -0.06512999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -5
right_child=-2 -3 -4 8 5 6 -8 -9 -10
leaf_value=0.0025133137890464793 -0.0009534299231348252 0.0029684605361959986 0.0029074876146008054 0.0029392573457348949 -0.0011056759867932278 0.00085041738075453675 -0.00047422594831679634 0.0024436465326526614 0.0012263973722091758
leaf_weight=62 103 55 56 55 56 1797 90 54 63
leaf_count=62 103 55 56 55 56 1797 90 54 63
internal_value=0 0.000995078 0.000946434 0.000895949 0.000831173 0.000778904 0.000833321 0.000896944 0.0020255
internal_weight=0 2288 2233 2177 2059 1997 1941 1851 118
internal_count=2391 2288 2233 2177 2059 1997 1941 1851 118
is_linear=0
shrinkage=0.00813264


Tree=1388
num_leaves=13
num_cat=0
split_feature=44 13 1 14 15 49 48 12 43 15 47 15
split_gain=2.58545 3.50272 5.96083 2.37031 3.70885 4.92478 2.96071 3.2337 2.18325 2.92053 1.8046 1.79417
threshold=1.0000000180025095e-35 -0.47860499999999995 0.13891000000000003 0.019675000000000002 -0.094269999999999979 -0.0086549999999999978 -0.023659999999999997 -0.064509999999999984 0.033005000000000007 -0.42075999999999997 0.09550500000000002 -0.012299999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 11 -8 9 -7 -9 -6
right_child=-2 2 -4 -5 6 8 7 10 -10 -11 -12 -13
leaf_value=0.0025874642354487896 0.00245293707699494 -0.001975818356747022 -0.0014539281373848706 0.0020142400690142622 0.00051481304707624029 -0.0013113175492027705 0.0023449971949546311 0.00088188562452641832 0.0018203854345057436 0.00057766108494797599 -0.00033768282947521145 -0.0014507202596737716
leaf_weight=58 52 66 80 83 61 68 90 1460 53 189 78 53
leaf_count=58 52 66 80 83 61 68 90 1460 53 189 78 53
internal_value=0 0.00068999 0.000641706 0.000717914 0.000667074 -3.67867e-05 0.000819046 0.000904339 0.00037577 7.75288e-05 0.000819981 -0.000398256
internal_weight=0 2339 2281 2201 2118 376 1742 1628 310 257 1538 114
internal_count=2391 2339 2281 2201 2118 376 1742 1628 310 257 1538 114
is_linear=0
shrinkage=0.00781684


Tree=1389
num_leaves=19
num_cat=0
split_feature=2 14 13 0 1 1 0 50 133 133 131 50 157 133 13 133 474 0
split_gain=2.86052 2.90854 2.50921 3.13522 1.72855 2.34941 5.11408 2.67771 8.41107 5.52515 2.62999 1.98249 2.12726 1.46483 1.61859 1.39196 0.744222 0.733823
threshold=0.13631000000000001 -0.087574999999999986 -0.088114999999999985 -0.047049999999999995 0.13368000000000005 0.077565000000000009 -0.11242999999999999 0.041865000000000006 -0.0054649999999999985 0.087445000000000009 0.023795 0.10877000000000002 -0.07686999999999998 0.087035000000000015 -0.013514999999999998 0.11830000000000002 0.085500000000000007 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -3 8 -7 10 -10 12 16 14 17 -14 -8 -9
right_child=2 4 3 -5 -6 7 11 13 9 -11 -12 -13 15 -15 -16 -17 -18 -19
leaf_value=0.0016559396557438992 -0.0012646504861540632 0.0023034402967359803 -0.00070460128536051984 0.0012441803346347217 0.0015231769944764719 -0.0019008290202916153 0.00091453622788463399 0.0010672596637406478 0.00075844425046808393 -0.0014897743268711345 -0.00017884687657742014 -0.00029497081774768172 0.00060963744341601658 6.8060313956548173e-05 0.0017463085386276583 -1.4763539238016406e-05 0.0019020734511941417 7.0607021662357275e-05
leaf_weight=76 59 60 60 56 54 72 56 52 330 57 154 94 810 81 68 148 52 52
leaf_count=76 59 60 60 56 54 72 56 52 330 57 154 94 810 81 68 148 52 52
internal_value=0 0.000516715 -0.000269808 0.000235645 0.000476227 0.000449094 0.000616628 0.000213004 1.26853e-06 0.00025453 0.000460085 0.000529324 0.00060207 0.000725773 0.00103514 0.000513109 0.0013906 0.000569541
internal_weight=0 2216 175 116 2140 2086 1220 866 613 541 484 1160 1066 253 172 958 108 104
internal_count=2391 2216 175 116 2140 2086 1220 866 613 541 484 1160 1066 253 172 958 108 104
is_linear=0
shrinkage=0.00592419


Tree=1390
num_leaves=23
num_cat=0
split_feature=1 1456 13 12 3 151 15 1 4 15 15 151 456 151 2 12 15 13 133 2 2 15
split_gain=4.89088 3.62396 2.66174 3.83705 3.15357 3.7462 3.36985 4.31127 4.33979 2.813 2.99011 1.6047 2.97015 2.6602 1.50751 3.16387 1.98259 1.81301 2.12291 1.37906 1.18484 0.968545
threshold=0.14262000000000002 -0.081149999999999986 -0.077549999999999994 0.096370000000000025 0.11745500000000002 -0.089309999999999987 -0.087864999999999985 0.096300000000000011 0.094510000000000025 -0.075694999999999985 0.079575000000000021 -0.012764999999999997 0.088760000000000019 -0.086944999999999981 0.084045000000000022 0.084710000000000021 -0.011389999999999999 -0.085669999999999982 -1.0000000180025095e-35 0.088745000000000004 0.094195000000000015 -0.087864999999999985
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 19 3 11 5 -4 7 20 -9 -8 -11 12 13 -3 17 16 -16 18 -13 -1 -7 -17
right_child=-2 2 4 -5 -6 6 9 8 -10 10 -12 14 -14 -15 15 21 -18 -19 -20 -21 -22 -23
leaf_value=0.0010790731559795574 -0.0015770804735439931 0.0011847809358840273 0.0022254647056746124 -0.0014115134203538777 -0.0018203964779328243 -0.00031896504332362701 0.0019276005002707185 -0.0037316441515852787 -0.00056611344516204756 -0.00039867748159723025 0.00060908153428411069 0.00082252031714085576 8.0750324703494802e-05 0.0036345202902093822 0.00015065896686574881 0.0018671076143765757 -0.0019868087490862154 0.00035535901354021113 0.0032431874895925078 0.0027879860076780202 0.0013076428563076742 0.00061983542758552287
leaf_weight=86 89 69 63 55 57 81 74 52 77 349 532 52 64 59 77 60 52 83 52 56 53 175
leaf_count=86 89 69 63 55 57 81 74 52 77 349 532 52 64 59 77 60 52 83 52 56 53 175
internal_value=0 0.000444595 0.000357527 0.00074431 0.000126778 0.000213491 0.000109349 -0.000738622 -0.00184284 0.000342969 0.000209765 0.000904015 0.0015705 0.00231466 0.00067161 0.000354051 -0.000710256 0.00128926 0.00203372 0.00175365 0.000323721 0.000938672
internal_weight=0 2278 2136 798 1338 1281 1218 263 129 955 881 743 192 128 551 364 129 187 104 142 134 235
internal_count=2367 2278 2136 798 1338 1281 1218 263 129 955 881 743 192 128 551 364 129 187 104 142 134 235
is_linear=0
shrinkage=0.0084612


Tree=1391
num_leaves=9
num_cat=0
split_feature=9 39 124 448 14 43 43 1447
split_gain=4.02275 3.71936 2.75101 2.97521 4.34075 2.86031 3.63157 2.90228
threshold=0.089995000000000006 0.10076500000000001 -0.086844999999999992 -0.050549999999999991 0.057600000000000005 -0.17922499999999997 -0.14265999999999998 -0.081699999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8
right_child=-2 -3 3 4 -6 6 7 -9
leaf_value=0.0020977566708966708 -0.0017897918290040811 -0.0011752745878997445 0.0017693115644576141 -0.00089687111825601537 -0.0016292855066692689 0.0024178001185224045 0.0014551840099433591 0.00028017000163055875
leaf_weight=54 54 93 83 102 67 52 133 1729
leaf_count=54 54 93 83 102 67 52 133 1729
internal_value=0 0.000325962 0.000388888 0.000346247 0.000289504 0.000353313 0.00041998 0.000364144
internal_weight=0 2313 2220 2166 2083 2016 1914 1862
internal_count=2367 2313 2220 2166 2083 2016 1914 1862
is_linear=0
shrinkage=0.00766357


Tree=1392
num_leaves=14
num_cat=0
split_feature=49 1375 4 15 52 3 3 456 2 124 448 133 15
split_gain=3.68812 3.27766 2.6818 11.0497 2.36741 3.42011 4.21718 2.68751 3.77786 2.5873 2.59857 1.41016 0.400606
threshold=-0.15562499999999999 -0.14438999999999999 0.50373500000000015 -0.4680149999999999 0.10347000000000002 -0.088654999999999998 -0.022604999999999997 0.088910000000000017 0.13194500000000003 -0.085059999999999983 -0.070064999999999975 0.092470000000000011 0.11377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 7 -6 11 8 9 -3 -11 12 -7
right_child=1 2 3 -5 5 6 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.0017802232071796327 -0.0017028412560549397 0.0020268077246191067 0.001182433782296829 -0.0032690893539572847 -0.0020540060804438926 0.0011695744935371001 -0.0018849865249668649 -0.0012038107858009632 0.0023430409805745458 0.0021677804068993695 0.00038205287055776132 -0.00032730994278634359 0.0003532010884613218
leaf_weight=58 53 72 87 64 54 140 56 56 79 56 1453 83 56
leaf_count=58 53 72 87 64 54 140 56 56 79 56 1453 83 56
internal_value=0 0.000295978 0.000342974 -0.00070373 0.0004181 -0.000154557 0.000151364 0.000547966 0.000607114 0.000520318 0.00044838 0.000560405 0.000936768
internal_weight=0 2309 2256 151 2105 389 335 1716 1660 1581 1509 279 196
internal_count=2367 2309 2256 151 2105 389 335 1716 1660 1581 1509 279 196
is_linear=0
shrinkage=0.00813264


Tree=1393
num_leaves=16
num_cat=0
split_feature=4 2 3 39 3 0 14 3 2 0 49 13 3 4 484
split_gain=181.944 95.3657 40.6699 28.2617 25.4216 10.5888 9.8027 8.04784 7.71466 9.04562 8.47368 6.60192 6.46773 4.83907 2.01569
threshold=0.30163500000000004 0.13880500000000004 0.11745500000000002 0.082470000000000016 0.31400500000000003 -0.069389999999999993 0.076175000000000007 0.077930000000000013 0.088820000000000024 -0.072674999999999976 -0.053439999999999994 -0.048554999999999994 -0.082634999999999986 -0.47860499999999995 0.090255000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 7 -5 8 12 9 14 -10 -11 -2 -12 -1
right_child=4 -3 -4 5 -6 -7 -8 -9 10 11 13 -13 -14 -15 -16
leaf_value=0.0032831190599058296 0.001399090663121428 0.00056090262168190046 0.001061667604922704 0.0025572614462889879 -0.00062552865782777997 0.0012331819352409874 0.0040345302127273415 0.0019610942219772439 0.0021870134301293616 0.0031239803508372574 0.0035031138352789536 0.001997399430146915 0.00044772533112580419 0.0029194466407057289 0.0037525690490535107
leaf_weight=822 78 94 59 84 54 56 64 55 80 64 92 53 81 576 55
leaf_count=822 78 94 59 84 54 56 64 55 80 64 92 53 81 576 55
internal_value=0 0.00288112 0.00298989 0.00304834 0.000819036 0.00202781 0.00312743 0.00118367 0.00309409 0.00323037 0.00291297 0.00261386 0.000914591 0.00299987 0.00331259
internal_weight=0 2099 2005 1946 268 140 1806 214 1742 994 748 117 159 668 877
internal_count=2367 2099 2005 1946 268 140 1806 214 1742 994 748 117 159 668 877
is_linear=0
shrinkage=0.00235659


Tree=1394
num_leaves=13
num_cat=0
split_feature=3 1456 52 16 13 40 39 16 52 124 472 15
split_gain=3.83959 2.64667 3.44545 4.92575 7.70463 2.63828 5.57565 2.09212 2.68043 1.8859 1.39865 1.26793
threshold=0.32329500000000005 -0.081149999999999986 -0.53454499999999994 0.21684500000000004 -1.0000000180025095e-35 -0.081369999999999984 0.096625000000000016 0.081265000000000018 -0.046924999999999988 -0.082654999999999992 -1.0000000180025095e-35 -0.076519999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 10 5 -5 9 7 8 -7 -4 -3 -1
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=0.00054736581161717078 -0.0014642219184928054 0.00049839064137906209 0.00047917720138703092 0.00045752794735391786 -0.0026385898879299234 -0.00039467381842846617 -0.002079589290516843 0.0016525308973090998 0.00043353356070796102 0.0024400829901062814 0.0020434336018324106 0.0019837779271274004
leaf_weight=61 66 54 55 100 83 264 55 67 1339 56 86 81
leaf_count=61 66 54 55 100 83 264 55 67 1339 56 86 81
internal_value=0 0.000373544 0.000308146 0.000229063 -0.000946284 0.000346258 0.000273953 0.000351513 0.000297085 0.00146919 0.00144806 0.00136729
internal_weight=0 2301 2159 2019 183 1836 1725 1670 1603 111 140 142
internal_count=2367 2301 2159 2019 183 1836 1725 1670 1603 111 140 142
is_linear=0
shrinkage=0.0075133


Tree=1395
num_leaves=26
num_cat=0
split_feature=1 4 47 1 16 16 14 4 1 1456 16 16 160 1 13 16 42 132 42 42 133 42 42 49 2
split_gain=207.394 55.1314 38.2879 18.2525 10.6533 9.73477 8.07508 8.01176 9.9049 6.09241 5.59373 5.58908 4.44349 7.85458 4.27191 3.2537 2.24461 3.21243 3.11126 1.79418 1.70234 1.39346 1.02641 0.931886 0.731405
threshold=0.10141500000000002 -0.033449999999999987 0.084210000000000021 0.12007000000000002 0.40052000000000004 -0.10346499999999999 0.062655000000000016 0.005935000000000001 0.083555000000000018 0.056325000000000007 -0.12029499999999999 -0.42372999999999994 -0.079999999999999988 0.078015000000000015 -0.018704999999999996 -0.057579999999999992 0.10799000000000002 0.049725000000000005 0.083835000000000007 0.086895000000000014 0.087380000000000013 0.085630000000000012 0.11776500000000001 0.10969000000000002 0.087610000000000007
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=6 4 3 11 -2 -4 7 9 15 12 -5 -3 13 19 -13 21 17 18 -14 24 -11 -9 -18 -17 -1
right_child=1 2 5 10 -6 -7 -8 8 -10 20 -12 14 16 -15 -16 23 22 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0036033438578202794 0.0024216655494496385 0.0020771062391964613 0.0017869399611660695 0.00081441988433876545 0.0036694936414952439 0.0030658625638302086 0.0039607373348368178 0.0035293396767765834 0.0020806832127424012 0.0039881745919911511 -1.5970027458096165e-05 0.0017183800481464292 0.0031845260552664642 0.0024911575889066131 0.00089339876490019657 0.0030048442673572501 0.0027859764380091944 0.0037523433822532672 0.0034620574344365815 0.0029773945199310444 0.0034575433759944187 0.0030781602437254915 0.0032206402643374468 0.0025866501230583962 0.0032497353223417762
leaf_weight=58 71 56 52 101 60 62 72 69 58 67 62 52 456 96 70 52 52 84 336 68 52 64 54 52 58
leaf_count=58 71 56 52 101 60 62 72 69 58 67 62 52 456 96 70 52 52 84 336 68 52 64 54 52 58
internal_value=0 0.00174869 0.00139028 0.001025 0.00299337 0.0024827 0.00324541 0.00321467 0.00288833 0.00328436 0.000498423 0.00150707 0.00323982 0.00299701 0.00124522 0.00308588 0.00330903 0.00334548 0.0033023 0.0032608 0.0037565 0.00331241 0.00300763 0.00279597 0.00342674
internal_weight=0 586 455 341 131 114 1748 1676 295 1381 163 178 1262 280 122 237 982 876 792 184 119 133 106 104 116
internal_count=2334 586 455 341 131 114 1748 1676 295 1381 163 178 1262 280 122 237 982 876 792 184 119 133 106 104 116
is_linear=0
shrinkage=0.00217713


Tree=1396
num_leaves=21
num_cat=0
split_feature=1 52 52 14 1 12 4 4 1 2 1 0 12 0 4 0 0 43 43 159
split_gain=184.824 61.5412 30.6691 18.4735 15.239 13.9095 13.7202 5.81413 5.6819 4.71137 4.63775 4.47369 4.50971 5.41181 4.29604 5.617 3.90637 3.58304 2.28876 2.12287
threshold=0.10141500000000002 -0.24526499999999998 0.13378000000000004 0.062655000000000016 0.12719000000000003 0.088335000000000011 0.014585000000000002 0.50373500000000015 0.077800000000000022 0.11366500000000002 0.10723500000000001 -0.11073999999999999 0.088125000000000023 -0.061204999999999989 -0.26545999999999997 -0.079524999999999985 -0.10566999999999999 -0.073404999999999984 0.043850000000000007 0.081445000000000017
decision_type=2 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 10 9 -6 16 11 -3 -1 14 18 -13 -16 -8 -18 -14 -12
right_child=1 2 -4 -5 7 -7 8 -9 -10 -11 19 12 13 -15 15 -17 17 -19 -20 -21
leaf_value=0.0031761151567132255 0.0039791825496051014 0.0010187302759338702 0.0032925838880790096 0.0049695339658922697 0.001439995420329458 0.0029827420083716133 0.0038719749233960057 0.00052435020048501805 0.0024834714115329376 0.0031491214365529404 0.0021107591847283683 0.0046000331136960941 0.0038583023184247992 0.0029685184948051828 0.0040147222010128132 0.0031740758365766761 0.0035441249242024468 0.0027673751299551064 0.0034766944482932109 0.0014906431487961003
leaf_weight=61 94 55 72 72 84 59 65 83 55 65 83 66 476 54 517 53 70 74 120 56
leaf_count=61 94 55 72 72 84 59 65 83 55 65 83 66 476 54 517 53 70 74 120 56
internal_value=0 0.00216118 0.00181379 0.0037524 0.00156022 0.00193976 0.0037001 0.000985071 0.00318645 0.00379611 0.00162243 0.00382732 0.00385818 0.00371401 0.00400549 0.0039366 0.00337132 0.00314514 0.00378151 0.00186112
internal_weight=0 586 492 1748 420 253 1676 167 264 1412 194 1347 1286 650 636 570 209 144 596 139
internal_count=2334 586 492 1748 420 253 1676 167 264 1412 194 1347 1286 650 636 570 209 144 596 139
is_linear=0
shrinkage=0.0024518


Tree=1397
num_leaves=12
num_cat=0
split_feature=149 1375 3 14 475 12 43 150 156 157 155
split_gain=4.95908 3.68912 3.12687 2.9344 2.20182 2.11512 5.0473 3.6822 2.15852 1.88146 1.0848
threshold=0.079625000000000015 -0.093609999999999985 0.32329500000000005 0.019675000000000002 -0.10344499999999998 0.083885000000000015 -0.097279999999999991 0.084120000000000014 0.088175000000000017 -0.077234999999999984 0.104145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8 9 -7 -10
right_child=-2 2 -4 -5 5 8 7 -9 10 -11 -12
leaf_value=-0.0011725866916678486 0.0025281594558992193 0.0018975524456382887 -0.00089199455096699383 0.0018344065128811234 0.0019984632975088351 0.0015623894124133476 -0.00033472147962547162 0.0011023440821506312 -0.0009219505955128137 0.00065153681456476512 0.00040874515486400049
leaf_weight=56 56 53 64 83 60 110 400 99 54 1244 55
leaf_count=56 56 53 64 83 60 110 400 99 54 1244 55
internal_value=0 0.00051819 0.000560834 0.000603954 0.000554701 0.000519468 0.000170217 -4.94695e-05 0.000652865 0.000725588 -0.000249845
internal_weight=0 2278 2222 2158 2075 2022 559 499 1463 1354 109
internal_count=2334 2278 2222 2158 2075 2022 559 499 1463 1354 109
is_linear=0
shrinkage=0.0066716


Tree=1398
num_leaves=22
num_cat=0
split_feature=15 12 10 51 12 14 12 0 0 151 0 0 15 15 48 483 1429 15 133 0 15
split_gain=91.7453 36.4904 12.3886 11.058 8.80518 8.79136 13.0768 6.02 5.67139 6.96528 5.26016 5.48204 7.01094 7.59135 3.41628 3.0034 3.55582 3.0969 2.92812 2.10601 2.04996
threshold=-0.24269999999999997 0.077755000000000005 -1.0000000180025095e-35 -0.094874999999999987 0.10070000000000001 -0.45687499999999998 -0.042789999999999988 -0.092114999999999989 -0.14454499999999995 -0.014594999999999999 0.11535000000000002 -0.074204999999999979 0.03981500000000001 -0.068639999999999993 0.086260000000000017 -1.0000000180025095e-35 0.084770000000000012 0.11377500000000002 0.10864000000000001 -0.061204999999999989 -0.072469999999999993
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 -2 -4 10 -1 -7 -6 14 -10 11 15 13 -13 -5 -3 17 -17 19 -9 -11
right_child=1 4 3 8 7 6 -8 18 9 20 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0019654643821555655 0.0012728324657977925 0.00362165614582965 0.0032794638768279785 0.0022155977204367438 0.0019233691991889504 0.00015656349868148095 0.0016898010635025159 0.0032861098386852291 0.001928607199669373 0.0024974061353203619 0.0038836924593009994 0.0029802234284736721 0.0032174702592037596 0.0017071095474332433 0.0013951450844955444 0.0032070932856172866 0.0025190494556149544 0.0026108433363346154 0.0024488880053099627 0.0026822701355392648 0.0031317881888362257
leaf_weight=53 63 85 77 65 54 81 57 87 80 55 55 55 101 58 58 934 53 56 77 59 71
leaf_count=53 63 85 77 65 54 81 57 87 80 55 55 55 101 58 58 934 53 56 77 59 71
internal_value=0 0.00288995 0.00228529 0.00244233 0.00305934 0.00111635 0.000790047 0.00265939 0.00224632 0.00249541 0.00313862 0.00310807 0.00274739 0.002327 0.00182893 0.00317647 0.00314017 0.00317339 0.0028375 0.00304227 0.00285508
internal_weight=0 2143 469 406 1674 191 138 277 329 206 1397 1342 214 113 123 1128 1043 990 223 146 126
internal_count=2334 2143 469 406 1674 191 138 277 329 206 1397 1342 214 113 123 1128 1043 990 223 146 126
is_linear=0
shrinkage=0.0024518


Tree=1399
num_leaves=13
num_cat=0
split_feature=149 4 48 4 1 48 52 48 4 1 457 151
split_gain=3.37883 3.99773 3.50381 6.77017 2.94076 2.27964 4.03844 4.62713 3.26814 3.15991 3.00037 4.26575
threshold=0.079000000000000015 0.51400500000000016 -0.0046349999999999994 -0.0025749999999999996 0.13976500000000003 0.093265000000000015 -1.0000000180025095e-35 0.10583500000000001 -0.17689999999999997 0.079865000000000019 0.084040000000000017 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -7 9 -4 11 -10
right_child=-2 -3 4 -5 -6 6 -8 -9 10 -11 -12 -13
leaf_value=0.00097984484436705144 0.0026334733846112407 -0.0012655335982446466 0.0004572396730955588 -0.0027757333971712007 0.0025201958049874229 -0.00036110192312640616 -0.0012206243313161729 0.0027602173136697912 -0.0016003915847370208 0.0029676573005019621 0.0023017495310679748 0.00074658065776659894
leaf_weight=77 59 69 53 54 64 75 102 54 53 89 78 1507
leaf_count=77 59 69 53 54 64 75 102 54 53 89 78 1507
internal_value=0 0.000661648 0.000721966 -0.000567593 0.000803421 0.000748742 -1.09722e-05 0.000944824 0.000847383 0.00203128 0.000744696 0.000666788
internal_weight=0 2275 2206 131 2075 2011 231 129 1780 142 1638 1560
internal_count=2334 2275 2206 131 2075 2011 231 129 1780 142 1638 1560
is_linear=0
shrinkage=0.00813264


Tree=1400
num_leaves=20
num_cat=0
split_feature=3 9 42 3 457 1 43 42 0 0 15 151 0 4 42 1209 15 52 42
split_gain=6.48884 3.14165 3.29823 2.87397 2.76104 5.06353 2.57891 3.67963 2.41168 4.64707 2.51516 2.25857 2.25604 2.8577 2.25065 1.68876 2.0729 2.9251 0.98311
threshold=0.32329500000000005 -1.0000000180025095e-35 0.08648500000000002 -0.0068249999999999986 0.083415000000000017 0.08617000000000001 -0.049364999999999992 0.082410000000000025 -0.14151499999999997 -0.097414999999999988 -0.092534999999999992 -0.085604999999999987 -0.069074999999999984 0.0030100000000000001 0.087525000000000006 1.0000000180025095e-35 -0.078179999999999986 0.08257500000000001 0.10040000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 14 6 -6 11 8 10 -10 -8 -3 13 -13 -4 16 18 -18 -16
right_child=-2 2 3 -5 5 -7 7 -9 9 -11 -12 12 -14 -15 15 -17 17 -19 -20
leaf_value=-0.00096794178439673273 -0.0017858612401808207 0.0018008379811938428 -0.00091116591444996456 -0.0014284351000204388 0.0014340211792116327 -0.0013471666318092266 0.00091560035518135777 0.0028980131442074711 -0.00059049027964165504 0.0011271362529628769 0.0031326923110942327 0.00084416170595752959 -0.0008045255681778785 -0.00077619176739944962 0.00066947159480264511 0.0016989011845393021 -0.00039489858944902748 0.00071724035593969293 0.0018679193082564052
leaf_weight=71 65 62 70 52 59 81 54 59 99 481 53 319 76 69 115 52 270 227 52
leaf_count=71 65 62 70 52 59 81 54 59 99 481 53 319 76 69 115 52 270 227 52
internal_value=0 0.000527317 0.000574535 0.000215507 0.000787558 -0.000174544 0.00089351 0.00116663 0.00101783 0.000833822 0.00201451 0.00050601 0.000332828 0.000555807 0.000324364 0.000445264 0.000346972 0.000112905 0.0010431
internal_weight=0 2321 2250 838 1412 140 1272 746 687 580 107 526 464 388 786 716 664 497 167
internal_count=2386 2321 2250 838 1412 140 1272 746 687 580 107 526 464 388 786 716 664 497 167
is_linear=0
shrinkage=0.00722155


Tree=1401
num_leaves=13
num_cat=0
split_feature=2 2 3 13 3 3 3 394 16 3 16 3
split_gain=5.18184 2.47953 6.17697 3.06033 2.40574 3.11641 3.23008 2.82377 2.4182 2.36158 1.91084 1.39673
threshold=0.17730000000000004 -0.007134999999999999 -0.020014999999999995 0.25694000000000006 0.12991000000000003 0.10812000000000001 0.077930000000000013 -0.079424999999999982 -0.015379999999999998 0.30112000000000005 -0.072054999999999994 -0.08466499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 11 -8 -6 -9 -3
right_child=-2 3 -4 -5 9 -7 8 10 -10 -11 -12 -13
leaf_value=0.0015356948600105916 -0.0021142671206296538 0.000888000961284873 -0.0018879578316053137 -0.0011925733348590734 0.0031427087468980167 -0.0014119921850245416 0.0007108301373566062 0.0007707862460355116 0.0031814909752629315 0.00075012158076977393 0.00019759123711152017 0.0026521099678999335
leaf_weight=63 55 66 94 67 53 55 54 747 60 67 942 63
leaf_count=63 55 66 94 67 53 55 54 747 60 67 942 63
internal_value=0 0.000513027 -0.00051356 0.000587206 0.000643843 0.000573516 0.000630086 0.000543383 0.00201197 0.0018076 0.000451154 0.00175024
internal_weight=0 2331 157 2174 2107 1987 1932 1818 114 120 1689 129
internal_count=2386 2331 157 2174 2107 1987 1932 1818 114 120 1689 129
is_linear=0
shrinkage=0.0084612


Tree=1402
num_leaves=21
num_cat=0
split_feature=1 1 155 1 150 0 14 0 123 15 0 42 1 15 0 4 4 4 1 0
split_gain=179.152 43.2801 27.8524 20.3112 16.7851 11.7912 11.5308 10.3941 8.59586 6.18459 5.98537 5.09378 3.74784 3.32706 7.98225 4.18388 2.46669 1.98198 1.44354 0.636619
threshold=0.11831500000000002 0.094750000000000015 0.087925000000000017 0.14787500000000001 0.083205000000000015 -0.14582499999999995 0.062655000000000016 0.040035000000000008 0.087755000000000014 -0.079799999999999996 -0.075969999999999996 0.090040000000000023 0.091515000000000013 -0.13309999999999997 -0.11208499999999998 0.005935000000000001 0.0099250000000000015 -0.004004999999999999 0.10612500000000001 -0.084824999999999984
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 6 4 8 5 -3 7 11 9 -2 -7 13 17 -1 -15 -16 -6 19 -12 -13
right_child=3 2 -4 -5 16 10 -8 -9 -10 -11 18 12 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.0041406998243277895 0.0016240067810310232 0.0017985593211523789 0.0040663003705970844 3.7738949272726746e-05 0.001997821374853658 0.003599608357861312 0.0046273997671545958 0.0027649322484455245 0.00096032945168537682 0.0026263740826107289 0.0030060628979160552 0.0038146892489399581 0.0027435641098577635 0.0028911186793795425 0.0037589224262315197 0.0032294522111424116 0.0012762185417723414 0.0031383050010442282 0.002431639741847842 0.0034994654493822309
leaf_weight=88 103 55 76 57 61 80 62 96 71 58 52 52 53 79 862 101 54 90 55 181
leaf_count=88 103 55 76 57 61 80 62 96 71 58 52 52 53 79 862 101 54 90 55 181
internal_value=0 0.00340882 0.00271807 0.00134953 0.00243098 0.00279762 0.00358854 0.00354832 0.00167172 0.00198527 0.00309132 0.00359824 0.00335027 0.00368073 0.00364186 0.00370342 0.00165921 0.00344974 0.00271104 0.00356993
internal_weight=0 2097 433 289 357 242 1664 1602 232 161 187 1506 376 1130 1042 963 115 323 107 233
internal_count=2386 2097 433 289 357 242 1664 1602 232 161 187 1506 376 1130 1042 963 115 323 107 233
is_linear=0
shrinkage=0.0024518


Tree=1403
num_leaves=20
num_cat=0
split_feature=1 52 1 14 12 12 1 4 1 4 12 13 52 4 3 1 12 4 402
split_gain=209.439 52.536 30.8469 14.9725 15.2429 13.6189 10.7376 8.71399 8.57045 8.3513 6.79382 6.35895 3.52472 5.80429 7.60989 3.14531 2.70797 6.17886 1.44167
threshold=0.104035 -0.41304999999999997 0.12719000000000003 0.054835000000000009 -0.029844999999999997 0.089435000000000014 0.14787500000000001 0.032965000000000001 0.092655000000000015 0.22738500000000003 0.11721500000000001 -0.016999999999999998 -0.043914999999999989 -0.47860499999999995 -0.097574999999999981 0.11332500000000002 0.087905000000000025 -0.00076499999999999995 0.023625000000000004
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 5 4 8 7 11 -3 -1 10 12 -4 13 -6 -15 -9 17 -14 -18
right_child=1 2 6 -5 9 -7 -8 15 -10 -11 -12 -13 16 14 -16 -17 18 -19 -20
leaf_value=0.0038458579867442682 0.0044837065605196694 0.0019710742732768891 0.0015559595787490443 0.0051302983305322805 0.0045859355658323794 0.0035613691573301662 0.00080400089605838778 0.0032863201497741437 0.0025915888620771784 0.0032261104742700828 0.0033702136163328645 0.0024970611613838348 0.0042326618356792406 0.0031749057391324033 0.0040248825175386478 0.0025277417787785152 0.0041714089776975407 0.0048838974328928803 0.0038810172193586541
leaf_weight=56 60 96 87 66 65 76 57 52 52 52 56 60 429 65 265 57 545 87 103
leaf_count=56 60 96 87 66 65 76 57 52 52 52 56 60 429 65 265 57 545 87 103
internal_value=0 0.00252306 0.00228045 0.00409039 0.00405171 0.00275775 0.00162288 0.00245971 0.00324217 0.00410414 0.0041324 0.00194024 0.00415976 0.00397746 0.00385753 0.00288985 0.0042216 0.00434251 0.00412529
internal_weight=0 545 485 1841 1775 281 204 205 108 1667 1615 147 1559 395 330 109 1164 516 648
internal_count=2386 545 485 1841 1775 281 204 205 108 1667 1615 147 1559 395 330 109 1164 516 648
is_linear=0
shrinkage=0.00222067


Tree=1404
num_leaves=14
num_cat=0
split_feature=1 11 41 1 51 457 156 1 156 34 51 51 3
split_gain=6.0029 3.06085 2.66111 1.91602 4.07632 4.55789 3.38777 2.59548 2.5604 2.54958 3.41711 1.90433 3.14421
threshold=0.14787500000000001 0.086080000000000018 0.07831500000000001 0.083250000000000005 0.10446500000000002 0.079590000000000008 0.088305000000000008 0.10389500000000002 0.083125000000000018 -1.0000000180025095e-35 -0.10942499999999998 0.11178000000000002 -0.036004999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 9 8 -7 11 -5 -11 12 -1
right_child=-2 -3 -4 4 -6 7 -8 -9 -10 10 -12 -13 -14
leaf_value=0.0010041767516345487 -0.0018689136503086188 -0.00060421986156360824 0.002242257325554027 0.0020501232554647141 0.0021851492555495051 2.600480335832356e-05 -0.00057168903497942074 -0.0025297733281064087 0.0026256610402847101 0.0019767019989831748 0.00018949932871550982 -0.00021872527594277575 0.002854334374381204
leaf_weight=943 57 98 89 70 88 53 83 52 71 81 561 75 65
leaf_count=943 57 98 89 70 88 53 83 52 71 81 561 75 65
internal_value=0 0.000801969 0.000863777 0.000806461 0.000521894 0.000342637 0.00101458 -0.00123889 0.00112875 0.000575989 0.000415123 0.00103053 0.00112357
internal_weight=0 2329 2231 2142 905 817 1237 105 1154 712 642 1083 1008
internal_count=2386 2329 2231 2142 905 817 1237 105 1154 712 642 1083 1008
is_linear=0
shrinkage=0.00813264


Tree=1405
num_leaves=22
num_cat=0
split_feature=1 1 4 150 2 12 2 2 15 15 11 1 2 0 11 0 4 4 0 4 1212
split_gain=190.934 36.2936 20.8817 17.4558 14.7829 10.7652 9.6269 16.15 7.75169 5.74167 5.68828 5.54762 6.23117 5.40986 5.35553 4.66758 4.16777 3.09926 2.9204 2.21612 1.44643
threshold=0.104035 0.12419000000000001 0.25472500000000003 0.082965000000000025 0.12358500000000001 0.085090000000000013 -1.0000000180025095e-35 0.13880500000000004 -0.25061999999999995 -0.071244999999999989 1.0000000180025095e-35 0.091785000000000019 0.089045000000000013 -0.098524999999999988 0.08326500000000002 -0.072364999999999985 -0.084904999999999994 0.25759000000000004 -0.091054999999999983 0.049545000000000006 0.091220000000000009
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=2 3 4 5 10 17 -3 -8 -9 -7 11 12 13 -1 -12 18 -14 -2 -13 -18 -15
right_child=1 6 -4 -5 -6 9 7 8 -10 -11 14 15 16 20 -16 -17 19 -19 -20 -21 -22
leaf_value=0.0041473899872164367 0.0015877522097315045 0.00012712239419838159 0.0018768521801969388 0.0012502861727242899 0.002064229614337716 0.0025116249480443874 0.0021995516782862164 0.0013184432297336998 4.3159284105168012e-05 0.0035911909162921253 0.0043906696157584918 0.00272476472923562 0.0036845906203197359 0.0034600758794586083 0.0033227081122480843 0.0023229179247607717 0.0031692242105996831 0.002375208176018352 0.0033856021265018057 0.0027911060323416335 0.0031028421127746717
leaf_weight=63 53 61 60 83 53 56 60 52 54 54 53 60 75 681 52 52 406 59 100 111 71
leaf_count=63 53 61 60 83 53 56 60 52 54 54 53 60 75 681 52 52 406 59 100 111 71
internal_value=0 0.00164183 0.00324518 0.00217291 0.00329137 0.00251774 0.000928162 0.00122237 0.000669008 0.00304182 0.00332908 0.0032945 0.00334818 0.00348215 0.00386201 0.00293815 0.0031637 0.0020028 0.00313795 0.00308809 0.00342638
internal_weight=0 532 1837 305 1777 222 227 166 106 110 1724 1619 1407 815 105 212 592 112 160 517 752
internal_count=2369 532 1837 305 1777 222 227 166 106 110 1724 1619 1407 815 105 212 592 112 160 517 752
is_linear=0
shrinkage=0.00235659


Tree=1406
num_leaves=10
num_cat=0
split_feature=51 97 3 11 11 3 51 48 1186
split_gain=5.04929 3.67451 4.81171 2.95501 2.92312 4.01852 3.9242 2.77749 2.29596
threshold=0.13189500000000001 -0.0047149999999999996 -0.24195999999999998 0.093970000000000012 0.079915000000000014 -0.13795999999999997 0.10446500000000002 0.088580000000000006 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -2 -7
right_child=7 2 3 -5 -6 6 -8 -9 -10
leaf_value=-0.001185360289195462 0.00044576691011185757 0.0034475977693856964 -0.0013211917562202635 -0.00095297802012311611 0.0026912871166265341 0.00089022924760623443 0.0028262970258212047 -0.0021899118297696793 0.0026586119753008617
leaf_weight=53 56 55 52 54 69 1845 79 54 52
leaf_count=53 56 55 52 54 69 1845 79 54 52
internal_value=0 0.000972296 0.00102417 0.000962168 0.00101153 0.000954332 0.00101426 -0.000847307 0.00093875
internal_weight=0 2259 2206 2151 2097 2028 1976 110 1897
internal_count=2369 2259 2206 2151 2097 2028 1976 110 1897
is_linear=0
shrinkage=0.00829529


Tree=1407
num_leaves=16
num_cat=0
split_feature=157 43 12 4 1 1452 0 12 1 0 48 151 16 1 133
split_gain=3.0577 2.97733 4.66557 3.11866 2.29979 2.07945 2.12378 2.61001 2.41078 3.91617 2.25197 2.55439 1.5484 1.18594 0.590523
threshold=-0.14116499999999996 -0.09139499999999999 0.085635000000000003 -0.091674999999999993 0.076010000000000008 0.087295000000000011 0.12500000000000003 -0.12529499999999996 0.11918000000000002 -0.073999999999999996 -0.080269999999999994 0.079100000000000018 -0.080789999999999987 0.13501500000000002 0.076280000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -3 10 -10 -9 -12 -5 -11 -14
right_child=1 5 3 12 -6 -7 -8 8 9 13 11 -13 14 -15 -16
leaf_value=-0.0007042456546944995 0.0014266774077446433 0.0019585155500084954 -0.00075378643924989698 0.00035233599826896338 0.003365977480574941 0.0017244833099931878 0.0019325274553075528 0.0019536062276289752 -0.0017017034278988654 -0.00025537495250219669 0.00052372970618855394 -0.0010580223523447296 0.0022338824207406992 0.0012486203711370002 0.0011722531363579577
leaf_weight=83 62 58 57 73 61 75 52 53 67 53 1464 53 52 52 54
leaf_count=83 62 58 57 73 61 75 52 53 67 53 1464 53 52 52 54
internal_value=0 0.000678678 0.00127082 0.000687686 0.00238906 0.000568323 0.000521461 0.000480655 0.000431406 -0.000364074 0.000518603 0.000468418 0.00114712 0.000488741 0.00169377
internal_weight=0 2286 359 236 123 1927 1852 1800 1742 172 1570 1517 179 105 106
internal_count=2369 2286 359 236 123 1927 1852 1800 1742 172 1570 1517 179 105 106
is_linear=0
shrinkage=0.00707995


Tree=1408
num_leaves=24
num_cat=0
split_feature=2 2 2 3 150 15 40 2 13 15 15 3 48 15 3 52 43 2 133 133 43 13 3
split_gain=116.676 70.3803 24.9291 20.2323 19.3486 13.6868 9.79628 8.23541 5.96372 3.68397 3.64115 8.6771 3.17154 3.56396 6.28328 2.87971 2.70614 2.60356 1.72216 1.1119 1.10361 1.02222 0.737094
threshold=0.13106000000000004 -1.0000000180025095e-35 0.10272000000000002 -0.041784999999999996 1.0000000180025095e-35 -0.088489999999999985 -0.077474999999999988 0.16730000000000003 -0.071244999999999989 -1.0000000180025095e-35 1.0000000180025095e-35 -0.12077499999999998 -0.023659999999999997 -0.14068999999999995 -0.095764999999999989 -0.24264499999999997 0.057265000000000003 0.11177500000000001 0.11524500000000001 -0.17071499999999998 -0.07088499999999999 -0.024504999999999996 -0.07385499999999999
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=1 3 10 -1 5 21 -5 8 -2 -7 12 -12 -3 -14 -15 -16 18 -11 22 -18 -20 -4 -13
right_child=7 2 4 6 -6 9 -8 -9 -10 17 11 16 13 14 15 -17 19 -19 20 -21 -22 -23 -24
leaf_value=0.0029366620590756043 0.0011222423639475289 0.0028148910339205321 0.0021299711075778937 0.0018470482871983248 0.0016712557890757233 0.0030440149329466759 0.00041142439625749418 0.00059807193745910572 0.0021271667782622908 0.0039379569774517648 0.0045230645134884864 0.003630308234104609 0.0038370457857980615 0.002652565341339778 0.0030290629199214193 0.0035027744678492734 0.0034365774523125799 0.0032450105342809957 0.0036664007059900171 0.0029512057728911579 0.0032462176656882545 0.0025883723174767253 0.003915963423407361
leaf_weight=52 66 56 52 54 70 99 56 64 71 79 55 404 99 68 89 474 54 53 55 58 114 64 63
leaf_count=52 66 56 52 54 70 99 56 64 71 79 55 404 99 68 89 474 54 53 55 58 114 64 63
internal_value=0 0.00322519 0.00334828 0.00170085 0.00282487 0.00305752 0.00111642 0.00131057 0.00164323 0.00339607 0.00348562 0.00359992 0.0033688 0.00341126 0.00334442 0.00342793 0.00353201 0.00365992 0.003593 0.00318545 0.00338312 0.0023831 0.0036689
internal_weight=0 2168 2006 162 417 347 110 201 137 231 1589 803 786 730 631 563 748 132 636 112 169 116 467
internal_count=2369 2168 2006 162 417 347 110 201 137 231 1589 803 786 730 631 563 748 132 636 112 169 116 467
is_linear=0
shrinkage=0.00240373


Tree=1409
num_leaves=23
num_cat=0
split_feature=2 2 2 0 0 0 15 0 13 16 14 2 481 12 16 457 16 12 13 12 13 13
split_gain=122.823 76.4758 31.1844 33.7995 22.4356 8.26732 6.65889 5.84193 5.89515 5.33772 4.63026 5.82745 8.06043 5.59726 7.58094 4.15198 4.01906 3.87366 2.35462 2.74716 2.12525 0.955271
threshold=0.13106000000000004 -1.0000000180025095e-35 0.10272000000000002 -0.13740499999999997 -0.068669999999999995 -0.085309999999999983 -0.072469999999999993 0.10798500000000001 0.0083850000000000018 -0.34140499999999996 0.062655000000000016 0.089045000000000013 -0.0079799999999999992 0.088365000000000013 0.0045450000000000013 0.0033050000000000002 0.0060650000000000009 0.083795000000000022 -0.076584999999999986 0.097060000000000021 -0.053824999999999991 0.0066850000000000008
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 4 10 9 -1 -2 -7 8 18 -4 11 15 -13 14 -14 16 17 -3 -5 -20 -18 -15
right_child=5 2 3 7 -6 6 -8 -9 -10 -11 -12 12 13 21 -16 -17 20 -19 19 -21 -22 -23
leaf_value=0.003292343210035647 0.0013038858671338088 0.0045959825278064238 0.0029163950934104235 0.0034920660299846782 0.0015835005848196457 0.0018427845183635353 0.0028709668649992536 0.0044324763605590083 0.0029898118087102643 0.0019791427657866261 0.0046784448124046326 0.0046752162177311901 0.0030555403710530692 0.0038621059209813305 0.00405487811206162 0.0047032923921408879 0.0039720781331736435 0.0041067763349054319 0.0043937066107074011 0.0036727280683706478 0.003417255664952538 0.0041803470756305028
leaf_weight=68 68 95 56 65 94 77 56 59 56 71 61 53 109 211 61 63 95 717 56 54 58 66
leaf_count=68 68 95 56 65 94 77 56 59 56 71 61 53 109 211 61 63 95 717 56 54 58 66
internal_value=0 0.00379831 0.00391923 0.0033676 0.00230094 0.00194717 0.00227589 0.00379449 0.00363143 0.00239261 0.00406397 0.00403943 0.00383818 0.00373888 0.00341427 0.00413729 0.00410031 0.00416404 0.00383661 0.00403999 0.00376191 0.00393802
internal_weight=0 2168 2006 417 162 201 133 290 231 127 1589 1528 500 447 170 1028 965 812 175 110 153 277
internal_count=2369 2168 2006 417 162 201 133 290 231 127 1589 1528 500 447 170 1028 965 812 175 110 153 277
is_linear=0
shrinkage=0.00226508


Tree=1410
num_leaves=24
num_cat=0
split_feature=4 3 3 43 40 52 4 49 15 4 3 11 4 4 3 15 3 3 43 4 52 4 133
split_gain=152.798 46.5063 25.9834 29.0711 10.1005 8.06324 6.51437 5.03861 4.9014 4.89489 8.40488 3.57201 4.54638 3.54857 3.76592 3.46536 3.15294 2.68201 2.52341 1.82327 1.50733 1.3183 0.982296
threshold=0.27161500000000005 -0.065974999999999992 0.20828500000000003 -0.042649999999999993 -0.072979999999999975 -0.046924999999999988 0.50373500000000015 -0.065249999999999989 -0.087404999999999983 -0.14538499999999996 0.091170000000000015 1.0000000180025095e-35 -0.49013999999999996 0.0015850000000000003 -0.11756999999999999 -0.4680149999999999 0.011825000000000002 -0.0053599999999999993 0.0054600000000000004 -0.085474999999999982 -0.034054999999999995 0.06301000000000001 -0.42189999999999994
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=1 7 3 5 -2 8 16 -1 -3 -5 17 13 -13 14 -9 -8 -6 -11 19 -16 -15 -22 -20
right_child=4 2 -4 9 6 -7 15 11 -10 10 -12 12 -14 20 18 -17 -18 -19 22 -21 21 -23 -24
leaf_value=0.0029237400498381711 0.00046441078539030239 0.0021390799009355873 0.0010737420392728362 0.0037379625611196638 0.0023874852984002446 0.0027080624568010963 0.0015940644440874886 0.002880408111230959 0.0011467962963168446 0.0030871228004487532 0.0022703815918671652 0.0033598950844580013 0.0043000674480100885 0.0028713549813604786 0.0038030053577281066 0.00075608236990660669 0.0015793162201421206 0.0037262476438307815 0.0034977746136598234 0.0035220590435867116 0.0035099664190393694 0.0030360260125310581 0.0031263235949703558
leaf_weight=100 56 57 54 84 56 64 56 54 54 91 55 53 63 71 159 54 52 62 64 730 75 60 112
leaf_count=100 56 57 54 84 56 64 56 54 54 91 55 53 63 71 159 54 52 62 64 730 75 60 112
internal_value=0 0.00323103 0.00262216 0.00280115 0.00135776 0.00204126 0.00158713 0.00343686 0.00165657 0.00325648 0.00306191 0.00347246 0.00387072 0.00343757 0.00349011 0.00118292 0.0019986 0.00334628 0.003521 0.00357234 0.00315207 0.00329951 0.00326154
internal_weight=0 2062 521 467 274 175 218 1541 111 292 208 1441 116 1325 1119 110 108 153 1065 889 206 135 176
internal_count=2336 2062 521 467 274 175 218 1541 111 292 208 1441 116 1325 1119 110 108 153 1065 889 206 135 176
is_linear=0
shrinkage=0.00235659


Tree=1411
num_leaves=16
num_cat=0
split_feature=14 15 2 15 15 12 1210 4 51 1186 14 150 157 4 12
split_gain=2.7162 5.06715 3.91274 3.93656 2.47311 2.15234 2.2485 2.78586 1.88575 1.86518 1.97026 2.40233 2.329 1.18045 1.05777
threshold=-0.10708499999999999 -0.23488499999999998 0.13388500000000003 -0.04174499999999999 -0.53159999999999996 0.090775000000000008 -0.063274999999999984 0.029980000000000003 -0.11077499999999998 0.062435000000000011 0.076175000000000007 0.11188000000000002 -0.085709999999999995 -0.082509999999999986 0.10090500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 5 -4 -2 9 -7 8 -8 10 11 12 -3 -10 -9
right_child=1 2 3 -5 -6 6 7 14 13 -11 -12 -13 -14 -15 -16
leaf_value=0.0024326065521256403 0.0006424277380857248 0.0021087136582344976 0.0011863717819529298 -0.0019010387683374742 -0.0016760594094205935 9.6616043574424543e-05 0.0033614930452299002 0.0012733211049648476 0.0024731778411913015 -0.00044040850226736354 0.0026199714032484537 0.0024656851621554067 0.00082610880205202233 0.0015746312928116364 -0.00011350519976221718
leaf_weight=97 57 99 53 52 60 60 56 90 127 52 52 70 1002 352 57
leaf_count=97 57 99 53 52 60 60 56 90 127 52 52 70 1002 352 57
internal_value=0 0.00106904 0.00115812 -0.000341821 -0.000545813 0.00123624 0.00157788 0.00170807 0.00197529 0.00103736 0.00110026 0.0010327 0.000941516 0.00181305 0.000734993
internal_weight=0 2239 2122 105 117 2017 742 682 535 1275 1223 1171 1101 479 147
internal_count=2336 2239 2122 105 117 2017 742 682 535 1275 1223 1171 1101 479 147
is_linear=0
shrinkage=0.00797318


Tree=1412
num_leaves=31
num_cat=0
split_feature=1 1 47 15 0 15 0 1 15 0 14 49 15 474 156 1 15 0 50 402 133 481 15 13 0 133 150 160 15 13
split_gain=219.128 39.1719 16.5198 15.2066 11.8822 19.5447 10.2356 8.04149 7.30628 7.21055 5.02782 3.96119 3.91343 3.58052 2.89408 4.0636 2.54308 2.25824 2.65824 2.04396 1.57151 1.41334 1.41017 1.18269 0.910657 0.98389 0.815114 0.804497 0.55583 0.176802
threshold=0.10574000000000001 0.13130500000000003 0.086785000000000015 0.03981500000000001 -0.10653 -0.094924999999999995 -0.11327499999999999 0.085425000000000015 -0.035449999999999988 -0.079249999999999987 -1.0000000180025095e-35 0.10470500000000001 0.087720000000000006 0.089745000000000019 0.094765000000000016 0.080270000000000022 0.12241500000000001 -0.092734999999999984 0.10883000000000001 0.089785000000000018 0.085785000000000014 -0.0079799999999999992 -0.15614499999999998 -0.017484999999999997 -0.071719999999999992 0.037060000000000003 0.084680000000000019 -0.077459999999999987 0.084675000000000014 -0.023454999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 5 7 -5 -1 26 11 -3 17 19 14 15 20 21 29 27 23 -11 -14 -12 -8 25 -23 -2 -19 -25 -6
right_child=1 10 -4 6 9 -7 12 -9 -10 13 22 -13 16 -15 -16 -17 -18 18 -20 -21 -22 24 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.004035156354683162 0.0015888035584954658 0.0013727053592784237 0.003000688132870842 0.0046896751431056106 0.0032514206588273899 0.0016963812604915128 0.0034786804036486514 0.002669146915756356 0.0023372124462263111 0.0028537162930256967 0.00025369316200951126 0.0029702341760520033 0.003893728347642064 0.0036356208564871104 0.003463316038521133 0.0023690454003637189 0.0029783119758158682 0.0036820987918721637 0.0033117957041108874 0.0042786825082355498 0.0033885416847128122 0.0035383271492985093 0.00076207157999288663 0.0040346038464913851 0.0037277359589672357 0.0032436947238867232 0.0011977180787046205 0.0039751847245347288 0.0037346042976783627 0.0034577686651954586
leaf_weight=52 71 52 95 58 63 73 70 52 84 78 76 61 63 59 56 74 53 94 67 55 59 191 58 70 81 111 60 156 90 54
leaf_count=52 71 52 95 58 63 73 70 52 84 78 76 61 63 59 56 74 53 94 67 55 59 191 58 70 81 111 60 156 90 54
internal_value=0 0.00161508 0.00214883 0.00345139 0.00324644 0.00266956 0.00369428 0.0033524 0.00177231 0.00337078 0.000725343 0.0035576 0.0036206 0.00308704 0.00296572 0.00283353 0.00348913 0.00364009 0.00374823 0.0038507 0.00308423 0.00354978 0.000473933 0.00374825 0.00349313 0.00343012 0.00140988 0.00386509 0.00386602 0.00334688
internal_weight=0 496 310 1840 998 177 842 104 215 821 186 495 784 326 267 211 499 434 317 285 137 446 134 230 383 302 131 250 160 117
internal_count=2336 496 310 1840 998 177 842 104 215 821 186 495 784 326 267 211 499 434 317 285 137 446 134 230 383 302 131 250 160 117
is_linear=0
shrinkage=0.0024518


Tree=1413
num_leaves=19
num_cat=0
split_feature=1 10 1 42 16 1 16 48 3 1 155 484 484 42 16 130 130 133
split_gain=1.96236 2.37557 1.99879 1.58806 1.69733 4.32004 7.05087 3.12773 3.48758 2.87152 3.63815 2.46774 4.06141 1.78907 1.57627 1.44286 1.14445 0.759107
threshold=0.13429500000000003 -0.010699999999999999 0.13976500000000003 -0.093464999999999979 0.081265000000000018 0.098370000000000027 -0.41863499999999992 0.088800000000000004 -0.029309999999999996 0.081540000000000015 1.0000000180025095e-35 0.089150000000000021 0.083895000000000011 0.083725000000000008 0.26391000000000003 -0.072444999999999982 0.09721500000000001 -0.0042049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 16 5 11 -7 8 -8 13 -11 12 15 -6 -15 -5 17 -3
right_child=2 3 -4 4 9 6 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0030507936254524138 -0.00093899109994312845 0.0016358134030803658 0.0010862791760200071 0.0027223829952359837 0.0021016524779888086 0.0019407395576665472 -0.00039423056792395285 0.00074234647477116711 -0.0033765231978084751 0.0037526476991037927 0.0011725478103140272 0.0027485030798657215 -0.0012824736374519826 -0.00089921304937608726 0.0011705581678965802 0.0011891552463999542 0.00092531077151296055 0.0029471718589168267
leaf_weight=60 66 61 97 52 68 100 67 56 60 93 84 83 53 52 69 1069 59 87
leaf_count=60 66 61 97 52 68 100 67 56 60 93 84 83 53 52 69 1069 59 87
internal_value=0 0.00128789 0.000265643 0.00123778 0.00115654 0.00102575 2.3126e-05 -0.00102423 -0.00180394 0.00170657 0.00252874 0.00125141 0.00114549 0.000936094 0.000280278 0.00126036 0.00198538 0.00240733
internal_weight=0 2173 163 2113 1906 1540 283 183 127 366 177 1257 1174 189 121 1121 207 148
internal_count=2336 2173 163 2113 1906 1540 283 183 127 366 177 1257 1174 189 121 1121 207 148
is_linear=0
shrinkage=0.00897909


Tree=1414
num_leaves=18
num_cat=0
split_feature=1 52 47 39 1 1 14 15 0 15 13 15 1456 13 15 13 52
split_gain=139.591 32.8398 15.0958 10.5555 9.54594 6.56057 6.16526 6.00998 5.63208 8.0541 5.56365 3.01447 3.14775 2.20877 2.2058 2.17461 1.79173
threshold=0.10574000000000001 -0.24526499999999998 0.085505000000000012 0.081875000000000017 0.12282000000000001 0.13130500000000003 0.062655000000000016 -0.42075999999999997 -0.10653 -0.097269999999999981 -0.0073499999999999998 0.12241500000000001 0.056145000000000007 0.034905000000000012 -0.013349999999999999 -0.0065999999999999991 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 -4 10 8 -7 9 -1 -3 12 13 15 -15 -10 -14
right_child=1 2 4 -5 -6 7 -8 -9 11 -11 -12 -13 16 14 -16 -17 -18
leaf_value=0.0031168398575183989 0.003104900125970408 0.0018542726573015458 0.0027306040241057597 0.002261742712593363 0.0014944533221153218 0.0013383144725146196 0.0036533044715569181 0.00047357256096056761 0.0029587381443114658 0.0021228995883632159 0.0011221993113875459 0.0024853680977147924 0.0035246428470951077 0.0024500457892297624 0.0029154864137406612 0.0031923542522934215 0.0030697144196342851
leaf_weight=63 62 97 58 98 52 71 56 70 904 83 86 52 73 66 143 220 82
leaf_count=63 62 97 58 98 52 71 56 70 904 83 86 52 73 66 143 220 82
internal_value=0 0.00167998 0.00147636 0.00293093 0.00214645 0.0012488 0.00296856 0.000909168 0.00294581 0.00255194 0.00151036 0.00298313 0.00300051 0.00296752 0.00276861 0.00300448 0.00328412
internal_weight=0 496 434 1840 110 324 1742 141 1686 146 183 1540 1488 1333 209 1124 155
internal_count=2336 496 434 1840 110 324 1742 141 1686 146 183 1540 1488 1333 209 1124 155
is_linear=0
shrinkage=0.00209259


Tree=1415
num_leaves=22
num_cat=0
split_feature=1 1 12 0 4 4 3 4 123 3 0 3 12 43 1 0 4 12 0 1 3
split_gain=325.28 76.6902 61.648 19.6611 18.3626 17.9462 16.9301 13.7226 7.39246 10.7519 6.89219 4.82075 4.40354 6.11826 4.38161 4.97778 4.45466 2.55311 2.33965 2.24383 2.19225
threshold=0.098370000000000027 0.13075500000000004 0.085090000000000013 0.12539500000000003 0.42405000000000009 -0.015464999999999998 0.092330000000000009 0.24726500000000004 0.085740000000000011 0.11745500000000002 -0.079249999999999987 -0.059629999999999996 0.088365000000000013 -0.105305 0.092415000000000011 -0.14989499999999997 0.020345000000000005 0.082530000000000006 -0.10891999999999999 0.10587000000000001 -0.081184999999999993
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 5 6 -3 -2 10 19 9 -7 14 12 -12 -14 15 -1 17 -17 -18 -4 -15
right_child=1 4 7 -5 -6 8 -8 -9 -10 -11 11 -13 13 20 -16 16 18 -19 -20 -21 -22
leaf_value=0.0049594611837091296 0.0031819105734765441 0.0018086056200294842 0.0037767967814423403 0.0028432426563541513 0.00033886974334634232 0.0025191212872703525 0.0030864193689296915 0.0027655288629519098 0.0010688032835094777 0.001286261596187259 0.0047093278470468503 0.0033877872527126036 0.0033336309334143195 0.004410187564664385 0.0037468289736297569 0.0048739250270205797 0.0043189544493377726 0.0043781439760303218 0.0037056325173334182 0.0043732711014092401 0.0040032403424623882
leaf_weight=75 58 80 55 55 96 90 65 52 58 61 56 53 56 109 57 58 56 818 77 82 189
leaf_count=75 58 80 55 55 96 90 65 52 58 61 56 53 56 109 57 58 56 818 77 82 189
internal_value=0 0.00227734 0.00276756 0.00417709 0.00100707 0.00206665 0.00422103 0.00375761 0.00175704 0.00202124 0.00426699 0.00403321 0.00411659 0.00402275 0.00436184 0.00439415 0.00435211 0.004411 0.00396406 0.00413399 0.00415217
internal_weight=0 632 456 1724 176 267 1669 189 209 151 1604 463 410 354 1141 1084 1009 876 133 137 298
internal_count=2356 632 456 1724 176 267 1669 189 209 151 1604 463 410 354 1141 1084 1009 876 133 137 298
is_linear=0
shrinkage=0.00226508


Tree=1416
num_leaves=23
num_cat=0
split_feature=12 2 15 2 2 160 2 11 151 15 48 16 160 12 16 2 160 16 401 13 2 16
split_gain=138.951 40.2444 31.8635 20.144 29.6316 14.0479 8.90632 6.85854 4.82322 3.19756 4.16697 2.87119 2.47994 2.32501 2.18616 1.85597 1.59853 1.57513 1.49827 1.38956 1.29512 1.46456
threshold=0.054520000000000006 0.13443000000000002 -0.2987999999999999 0.10859000000000001 -0.0091949999999999983 -0.069009999999999988 0.093200000000000019 0.086080000000000018 0.032230000000000009 -0.035449999999999988 0.093015000000000014 0.041625000000000002 -0.020839999999999994 -1.0000000180025095e-35 -0.055679999999999993 0.089045000000000013 0.055845000000000006 -0.013324999999999998 0.080710000000000018 -0.012899999999999998 0.10045500000000002 0.38845000000000002
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 7 5 4 -4 -1 14 8 11 10 -5 15 -13 -8 -6 16 18 19 -2 -17 21 -14
right_child=1 -3 3 9 6 -7 13 -9 -10 -11 -12 12 20 -15 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0021259470420435999 0.0038497184682689187 0.0016024326460088822 0.001342237430035806 0.0026493401120501188 0.0034454098643275474 0.00044353834297500825 0.0024790560225882094 0.003100034682738389 0.0046141505264325885 0.0013035409555297998 0.0016481054547885343 0.0031299136435541013 0.0036635246266788846 0.0032197021714667922 0.0041511095109806641 0.0039092740762610764 0.0043278098431172793 0.0032759280633700466 0.0041608465040597342 0.0035251341533453421 0.003426473722463613 0.0042121687535570653
leaf_weight=61 657 61 62 53 52 82 57 94 55 52 66 68 103 64 79 202 69 52 134 102 78 53
leaf_count=61 657 61 62 53 52 82 57 94 55 52 66 68 103 64 79 202 69 52 134 102 78 53
internal_value=0 0.00372047 0.00226269 0.00258733 0.00298662 0.00116141 0.00339108 0.00379796 0.00383965 0.00185398 0.00209427 0.00381157 0.00357872 0.00287104 0.0038712 0.00386938 0.00393662 0.00370686 0.00390246 0.00378048 0.00370902 0.0038501
internal_weight=0 1728 628 485 314 143 252 1667 1573 171 119 1518 302 121 131 1216 860 356 791 304 234 156
internal_count=2356 1728 628 485 314 143 252 1667 1573 171 119 1518 302 121 131 1216 860 356 791 304 234 156
is_linear=0
shrinkage=0.00265391


Tree=1417
num_leaves=25
num_cat=0
split_feature=4 3 1 1 150 3 16 13 49 0 16 13 11 50 0 13 16 0 13 13 50 157 16 0
split_gain=141.079 42.9989 23.0746 18.5101 9.22285 10.8504 8.13945 5.92678 4.821 4.46217 4.9835 9.17618 4.24381 3.95035 3.82324 3.64226 2.34108 2.13183 2.07259 2.06863 1.55573 1.53856 1.39933 0.604238
threshold=0.27161500000000005 -0.058704999999999993 0.093575000000000019 0.13052500000000003 0.091355000000000006 -0.011259999999999997 0.014185000000000001 -0.010419999999999997 -1.0000000180025095e-35 -0.076539999999999983 0.39524000000000009 0.056910000000000009 1.0000000180025095e-35 0.089465000000000017 -0.096594999999999986 -0.09330999999999999 -0.00027999999999999998 -0.11073999999999999 -0.067634999999999987 -0.0063399999999999993 0.10786000000000001 -0.076494999999999994 -0.012324999999999997 -0.049024999999999992
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 9 6 8 5 -4 19 -7 -2 12 11 13 14 16 18 -5 -11 -10 -1 -3 21 -16 -23 -12
right_child=3 2 4 15 -6 7 -8 -9 17 10 23 -13 -14 -15 20 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0025800242469594752 0.0012840787692044156 0.0029846578837358175 0.0014595256284880378 0.00017598433917378898 0.0011122995994785442 0.0020685391106276198 0.0024539763001205474 0.0031059015661260383 0.0024261353080482864 0.0031381155721263302 0.0033170488864400129 0.002091590321625131 0.0039805497619976931 0.0035869619854469216 0.003690488858804632 0.0010106899042526766 0.0025396386483354377 0.0017737753498907353 0.003246436160636257 0.0035758713157667543 0.0031066852991589637 0.0034415730526832799 0.0032140637551085365 0.0036330764128785034
leaf_weight=53 57 52 67 54 53 56 88 68 61 100 84 60 61 72 103 63 58 52 52 93 102 577 209 61
leaf_count=53 57 52 67 54 53 56 88 68 61 100 84 60 61 72 103 63 58 52 52 93 102 577 209 61
internal_value=0 0.00311067 0.00248981 0.00134739 0.00198301 0.00222449 0.00302042 0.00263762 0.00184396 0.00329668 0.00309251 0.0029136 0.00337342 0.00312792 0.00333961 0.000625656 0.00291858 0.00212616 0.0029103 0.00336402 0.00338507 0.00341698 0.00338111 0.00345017
internal_weight=0 2069 477 287 244 191 233 124 170 1592 435 290 1157 230 1096 117 158 113 105 145 991 889 786 145
internal_count=2356 2069 477 287 244 191 233 124 170 1592 435 290 1157 230 1096 117 158 113 105 145 991 889 786 145
is_linear=0
shrinkage=0.00235659


Tree=1418
num_leaves=27
num_cat=0
split_feature=30 2 1 2 52 158 2 43 1211 16 2 16 16 2 156 16 131 2 2 42 474 16 42 43 160 1
split_gain=5.44642 5.49129 9.29737 4.43706 3.65603 2.38036 2.89409 2.23814 1.98772 1.72634 1.90033 1.70718 1.5619 2.81922 2.07208 1.4719 2.56316 1.46485 1.20561 1.17874 1.17079 1.12353 1.07606 0.95625 0.894989 0.292833
threshold=0.085875000000000021 0.083815000000000014 0.089625000000000024 0.10699500000000002 -0.081164999999999987 0.097560000000000022 -0.10238999999999998 -0.078844999999999985 0.077345000000000011 0.062365000000000011 0.11693000000000002 -0.15796999999999997 -0.011859999999999997 0.086665000000000006 0.084085000000000007 -0.011224999999999997 0.090150000000000022 0.09796500000000001 0.10515500000000001 -0.077669999999999989 0.089165000000000008 -0.083479999999999985 0.090375000000000025 -0.00076499999999999995 -0.15323999999999996 0.088950000000000015
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 8 4 -4 6 -1 -5 12 10 -9 -12 14 -14 17 19 -17 24 -19 -8 23 25 -23 -15 -3 -21
right_child=-2 2 3 7 -6 -7 15 9 -10 -11 11 -13 13 20 -16 16 -18 18 -20 21 -22 22 -24 -25 -26 -27
leaf_value=0.00038748393395126771 -0.00094931924113337673 0.00063190980458339367 0.00039833888747715842 -0.00046193059199261009 -0.0023304608996640428 0.0034438075477686626 0.0026381842857032605 0.0018794219047787609 0.0026760172983119885 0.0021097115748957727 0.00094269491743141415 -0.00068163952405812214 -0.00035674058230273861 0.0013679662560457668 0.0031125717755077762 0.0035428900302397039 0.0015358574319516614 0.0031554686806816658 0.0016669638586320936 0.0017325311697641453 0.0023715094926604128 0.00053783291470095086 0.0018304536511412669 0.00031649424357666953 0.0015169398863072517 0.002508903539594503
leaf_weight=65 56 76 53 73 58 61 74 55 81 63 85 64 63 289 53 86 62 53 74 55 55 80 67 59 439 57
leaf_count=65 56 76 53 73 58 61 74 55 81 63 85 64 63 289 53 86 62 53 74 55 55 80 67 59 439 57
internal_value=0 0.0014213 0.00120136 0.000277181 -0.0010268 0.0020346 0.00187701 0.000703127 0.00153689 0.00102196 0.000685649 0.000244456 0.00145735 0.00112029 0.00168323 0.00207813 0.00270265 0.00156511 0.00228878 0.00180033 0.00135139 0.00156063 0.00112753 0.00118993 0.00138649 0.00212837
internal_weight=0 2300 1693 451 111 607 546 340 1242 267 204 149 1161 466 695 481 148 642 127 333 403 259 147 348 515 112
internal_count=2356 2300 1693 451 111 607 546 340 1242 267 204 149 1161 466 695 481 148 642 127 333 403 259 147 348 515 112
is_linear=0
shrinkage=0.0075133


Tree=1419
num_leaves=20
num_cat=0
split_feature=4 39 13 48 2 2 4 43 16 16 150 13 474 13 156 16 13 13 4
split_gain=276.073 68.1891 52.2212 19.5167 16.1905 13.983 10.4017 9.80981 7.98606 20.7884 7.43579 6.68455 5.30703 7.11722 4.61038 5.53962 3.27959 2.8439 1.17126
threshold=0.30163500000000004 0.081875000000000017 -0.16392499999999996 0.092265000000000014 0.10527500000000002 0.13443000000000002 -0.37626499999999991 -0.081639999999999976 -0.031434999999999998 0.26538000000000006 0.081245000000000026 -0.10899499999999999 0.085295000000000024 -0.021674999999999996 1.0000000180025095e-35 0.25032500000000008 -0.036584999999999993 -0.076734999999999984 -0.011809999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 11 10 -6 -3 -8 -10 17 -4 14 18 15 -13 -16 -2 -14
right_child=5 3 4 -5 6 -7 8 -9 9 -11 -12 12 13 -15 16 -17 -18 -19 -20
leaf_value=0.0023131485344273883 0.0011613535067458659 0.0024650737941770253 0.0050427267367786771 0.0014258261314955285 0.0045105604362478489 0.00077476162244262945 0.0039495131322827672 0.003779976114078615 0.001955348322176175 0.0038202922402143739 0.0025682475293846161 0.0042567789946955934 0.0039278999273024938 0.0031429643198664062 0.0043204472790475965 0.0035182182198978638 0.0050020025114789236 0.0018646358187754022 0.0043888269513237847
leaf_weight=82 52 61 53 52 57 89 87 56 52 75 55 1145 60 52 76 55 71 69 57
leaf_count=82 52 61 53 52 57 89 87 56 52 75 55 1145 60 52 76 55 71 69 57
internal_value=0 0.00396111 0.00408243 0.0025813 0.00416126 0.00150691 0.00364938 0.00309464 0.00341989 0.00305688 0.001877 0.00424966 0.00422192 0.00384213 0.00426955 0.00422295 0.0046498 0.0015626 0.00415266
internal_weight=0 2091 1922 169 1840 265 271 117 214 127 176 1569 1516 169 1347 1200 147 121 117
internal_count=2356 2091 1922 169 1840 265 271 117 214 127 176 1569 1516 169 1347 1200 147 121 117
is_linear=0
shrinkage=0.00226508


Tree=1420
num_leaves=29
num_cat=0
split_feature=1 2 40 2 474 52 12 52 48 151 157 43 2 16 1446 12 133 133 1213 403 42 43 52 42 12 42 12 12
split_gain=5.84141 3.71204 4.46911 3.1138 2.85476 2.64858 5.1507 4.38176 2.96327 2.21082 1.37724 1.77566 4.3267 3.94632 2.36274 2.64126 1.84848 3.33684 1.70687 1.45497 1.33683 1.3612 1.24231 1.32643 1.22549 1.14468 2.76188 0.879606
threshold=0.090485000000000024 -0.0091949999999999983 -0.076644999999999977 0.08647500000000001 0.089265000000000011 -0.41304999999999997 0.082530000000000006 0.05118000000000001 0.084260000000000015 -0.092724999999999988 -0.084639999999999979 -0.0040649999999999983 0.084825000000000025 -0.029084999999999996 0.077045000000000016 0.08536500000000001 0.08784500000000002 0.085005000000000011 -1.0000000180025095e-35 0.085685000000000011 0.09087000000000002 -0.081694999999999976 0.11037500000000001 -0.059219999999999988 0.094600000000000004 0.087865000000000013 0.09334000000000002 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 20 5 -5 7 8 -7 -1 -11 14 18 22 16 -16 17 19 -13 -12 21 -3 23 -14 -22 27 -27 -18
right_child=1 3 -4 4 -6 6 -8 -9 -10 10 11 12 13 -15 15 -17 25 -19 -20 -21 24 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0026592886717932899 0.0011428977694382969 0.0011288340313631803 -0.0016540208227186024 0.0016955562465712781 0.0021449668794768662 -0.00084147662476411682 -0.0018751351629900102 0.0021491957660329242 0.000858087171421233 0.0022573639432641071 0.0015388448053812052 0.0012705708530220247 0.0017838816336450455 -0.00065390368947623105 -0.00061173265234641943 0.0015361684893116115 0.0003451893394232312 0.0035158036716458727 0.0030301026035365374 0.0026529521488276842 0.00022947424296166264 0.0025771014998991365 0.0020325795744022086 0.00044890397329907567 0.0016373893077925394 0.0026104399608309348 0.00055335827569203983 0.0014593778238311769
leaf_weight=80 53 55 68 65 53 107 57 65 107 97 337 54 53 95 52 70 88 64 62 75 58 89 55 146 73 79 60 64
leaf_count=80 53 55 68 65 53 107 57 65 107 97 337 54 53 95 52 70 88 64 62 75 58 89 55 146 73 79 60 64
internal_value=0 0.000742658 -0.000428287 0.000937118 0.000569524 0.000361106 0.000102724 0.000507079 7.94502e-06 0.00148946 0.00142491 0.00136522 0.00100315 0.000601243 0.00155451 0.000620038 0.00170305 0.00198052 0.00221167 0.00174184 0.0015437 0.00202448 0.00107099 0.000804838 0.00101463 0.00124892 0.00172305 0.000814829
internal_weight=0 850 121 729 454 401 336 279 214 1531 1451 1354 465 349 889 122 767 476 116 412 275 144 254 199 131 291 139 152
internal_count=2381 850 121 729 454 401 336 279 214 1531 1451 1354 465 349 889 122 767 476 116 412 275 144 254 199 131 291 139 152
is_linear=0
shrinkage=0.00722155


Tree=1421
num_leaves=15
num_cat=0
split_feature=3 4 39 1 2 48 41 4 52 1 12 156 15 3
split_gain=4.69274 2.54922 3.32095 2.55024 2.69955 2.43984 1.86623 2.44666 6.55496 3.32881 3.72865 2.25438 1.30168 0.644116
threshold=0.31370500000000007 0.24099500000000004 0.096775000000000014 0.10389500000000002 0.11500500000000001 0.11714000000000001 0.07882500000000002 -0.16772499999999999 -0.015319999999999999 0.095695000000000016 1.0000000180025095e-35 0.087205000000000019 -0.42075999999999997 -0.016479999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 7 8 13 11 -11 -9 -6 -1
right_child=-2 3 -4 4 12 -7 -8 9 -10 10 -12 -13 -14 -15
leaf_value=0.00076545662790948978 -0.00068319090608312148 -0.00090413324123687813 -0.00069607255864795054 0.0018469133220861741 0.00086495471426639389 0.0029858200640762471 -0.00012354391801692609 0.0014948558364011851 0.0046114199558048088 -0.00080373732487806358 0.0012508057063769103 0.00046738782471881786 -0.00084127525886021652 0.0019263759437431183
leaf_weight=74 88 65 52 101 60 56 57 1290 52 100 128 152 54 52
leaf_count=74 88 65 52 101 60 56 57 1290 52 100 128 152 54 52
internal_value=0 0.00119241 0.00129159 0.000479117 0.000897705 0.00134434 0.00129604 0.00133987 0.0022291 0.00124504 0.000349317 0.00138661 5.59939e-05 0.00124524
internal_weight=0 2293 2013 280 215 1961 1905 1848 178 1670 228 1442 114 126
internal_count=2381 2293 2013 280 215 1961 1905 1848 178 1670 228 1442 114 126
is_linear=0
shrinkage=0.00797318


Tree=1422
num_leaves=22
num_cat=0
split_feature=1 1 10 4 1 0 0 0 16 11 4 43 4 16 16 43 457 4 4 16 4
split_gain=173.433 22.5668 22.3857 18.3923 13.2866 12.6427 17.1923 8.65874 8.23806 5.75078 5.16991 4.43285 4.31735 4.27861 5.91949 2.77852 2.50393 2.73217 1.19633 1.27488 0.644897
threshold=0.11106000000000001 0.092655000000000015 -1.0000000180025095e-35 -0.16772499999999999 0.12450500000000002 -0.068669999999999995 -0.14454499999999995 -0.079119999999999982 -0.0036549999999999998 0.074925000000000005 0.41696500000000003 -0.11118499999999999 -0.44205499999999992 0.0086100000000000013 -0.0007049999999999999 0.066010000000000013 1.0000000180025095e-35 0.020345000000000005 -0.079614999999999977 -0.067914999999999989 -0.013024999999999998
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 7 -2 -3 8 6 -5 9 -4 13 -6 -9 -13 14 16 18 17 -1 -14 -20 -8
right_child=2 3 4 5 10 -7 20 11 -10 -11 -12 12 15 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0034497857466958995 0.00042950510962639764 0.0037541083706573246 0.0018982878886620971 0.0019142223120320882 0.001804146305535417 0.0014492229654549157 0.0030274549383491264 0.0025805858278073099 0.0030057598055929502 0.0042124815174031174 0.00099935600876470496 0.0037943962224332608 0.0029222367292231159 0.0029524449243945317 0.0042284306769894888 0.0026665503555487993 0.0038016426829428373 0.0030851187731881845 0.003594418962827888 0.003175150740669055 0.0033341232470677031
leaf_weight=724 75 75 92 94 83 53 83 76 59 53 88 55 65 92 53 66 90 131 54 149 71
leaf_count=724 75 75 92 94 83 53 83 76 59 53 88 55 65 92 53 66 90 131 54 149 71
internal_value=0 0.00323971 0.0015667 0.0027298 0.0018315 0.00247449 0.0026935 0.00335893 0.00233117 0.00346724 0.00139013 0.00309263 0.00319261 0.00343099 0.00347507 0.00309344 0.0034328 0.00339394 0.00319847 0.0032868 0.003169
internal_weight=0 1984 397 376 322 301 248 1608 151 1143 171 465 389 1090 998 334 945 855 268 203 154
internal_count=2381 1984 397 376 322 301 248 1608 151 1143 171 465 389 1090 998 334 945 855 268 203 154
is_linear=0
shrinkage=0.00231039


Tree=1423
num_leaves=27
num_cat=0
split_feature=1 12 1 2 12 4 2 2 131 2 160 12 1 12 474 12 4 43 12 13 43 1 13 42 402 42
split_gain=438.602 55.0959 49.5642 42.478 37.9711 24.1854 22.3398 9.70356 9.45303 8.0551 6.98086 9.67352 6.73599 4.35146 3.94751 3.8055 3.08899 2.87251 2.55088 1.86617 1.83891 1.73071 1.52106 2.47707 1.78141 0.884587
threshold=0.109225 -0.042789999999999988 0.094750000000000015 0.114805 -1.0000000180025095e-35 -0.013125 0.090000000000000011 0.14307 0.077860000000000013 0.10836000000000003 0.0088350000000000008 0.084665000000000004 0.13554500000000003 0.10184000000000001 0.085165000000000018 0.083425000000000013 -0.16772499999999999 -1.0000000180025095e-35 0.086795000000000011 -0.09219999999999999 -0.013384999999999999 0.081005000000000008 -0.04009999999999999 -0.0096099999999999988 -1.0000000180025095e-35 0.090185000000000015
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 12 6 8 -4 16 14 -5 -3 10 11 -8 -2 20 15 21 -6 25 -12 -17 -13 -1 24 -24 -21 -11
right_child=1 3 4 7 5 -7 9 -9 -10 17 18 13 -14 -15 -16 19 -18 -19 -20 22 -22 -23 23 -25 -26 -27
leaf_value=0.0046263542215511932 0.00034116822359798028 0.0020950011855757626 0.0013041771160117043 0.0012925666820376421 0.0042199566236262153 0.0023317027444174302 0.0025807184230079295 4.7849940372687456e-05 0.0033971516680340896 0.0034277376553028629 0.0043941596935090903 0.0038847121486499637 -0.00061554901514939515 0.0030495231172267619 0.0035397996831589202 0.0043109367953915387 0.0034840258900540261 0.0026001056828916101 0.0037454288247852911 0.0041579859689694354 0.003467352694274155 0.0040760187522416533 0.003948674393409555 0.0044971074537373422 0.0037450174372089984 0.0030120625768347876
leaf_weight=74 93 70 75 81 67 95 62 57 52 57 59 150 68 65 101 75 57 62 74 70 93 54 257 54 303 56
leaf_count=74 93 70 75 81 67 95 62 57 52 57 59 150 68 65 101 75 57 62 74 70 93 54 257 54 303 56
internal_value=0 0.000999222 0.00359845 0.00165693 0.00272356 0.00320953 0.00375283 0.000778623 0.00265022 0.0034296 0.0035784 0.00341478 -6.27579e-05 0.00358259 0.00397462 0.0040241 0.00388186 0.00300179 0.0040334 0.00396162 0.00372508 0.00439437 0.00392328 0.00404398 0.00382258 0.00322196
internal_weight=0 421 1960 260 294 219 1666 138 122 678 503 370 161 308 988 887 124 175 133 759 243 128 684 311 373 113
internal_count=2381 421 1960 260 294 219 1666 138 122 678 503 370 161 308 988 887 124 175 133 759 243 128 684 311 373 113
is_linear=0
shrinkage=0.00231039


Tree=1424
num_leaves=27
num_cat=0
split_feature=4 3 2 2 2 2 52 4 43 4 3 11 40 11 13 4 3 52 15 43 43 13 3 43 151 3
split_gain=318.561 103.648 52.6448 33.9011 25.3327 14.1323 12.1981 13.7972 10.9665 10.8223 10.8014 8.92325 7.26407 5.5594 9.88984 4.32376 3.97749 3.56757 5.02836 4.75462 3.05529 1.76698 1.67286 1.82692 1.2884 0.886927
threshold=0.30163500000000004 -0.06340999999999998 0.13880500000000004 -0.007134999999999999 0.099675000000000014 0.095935000000000006 1.0000000180025095e-35 -0.0090299999999999981 -0.094134999999999983 -0.012569999999999998 0.13772500000000001 1.0000000180025095e-35 -0.073884999999999992 1.0000000180025095e-35 -0.077849999999999989 0.49433000000000005 0.021805000000000001 -0.066329999999999986 -0.0070899999999999991 -0.081204999999999986 -0.054574999999999992 0.046185000000000004 -0.092019999999999977 0.065040000000000014 -0.0039699999999999987 -0.10583499999999998
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 3 -3 9 11 7 -6 -7 -5 12 17 -2 14 -10 -14 -11 18 19 24 -16 22 -19 -24 -1 -23
right_child=10 2 -4 4 6 8 -8 -9 13 16 -12 -13 15 -15 20 -17 -18 21 -20 -21 -22 25 23 -25 -26 -27
leaf_value=0.0046736066164396895 0.0012763585556605588 0.0021375960448397676 0.0016038486657812387 0.0051310940585956675 0.0037243557760657671 0.0033205476299054135 0.0042458130871744354 0.0021735170908000279 0.0049535709682970996 0.0044829412883599365 0.00086286455096000545 0.0055919227206740153 0.0026987871445669294 0.0049913723517270112 0.004269764322364469 0.0018823924718260943 0.0036433725406309547 0.0051430268700169111 0.0038120323545782864 0.0041932054380866331 0.0036234085589009093 0.0046855528915081494 0.0047912847030752003 0.004430256616224028 0.0051819793658543422 0.0042653022988874568
leaf_weight=53 59 59 69 87 58 59 53 60 67 60 63 59 58 63 68 79 57 63 52 80 86 53 726 82 53 55
leaf_count=53 59 59 69 87 58 59 53 60 67 60 63 59 58 63 68 79 57 63 52 80 86 53 726 82 53 55
internal_value=0 0.00434057 0.00344226 0.00373449 0.00398567 0.00461964 0.00334211 0.002936 0.00421082 0.00452501 0.00167945 0.00472951 0.0019418 0.00439569 0.00422577 0.0022282 0.00407413 0.00468768 0.0044374 0.0046121 0.00390897 0.00474851 0.00478279 0.00475468 0.00492802 0.00447176
internal_weight=0 2122 503 434 375 1619 171 118 343 204 259 1276 196 284 221 137 117 1217 238 186 154 979 871 808 106 108
internal_count=2381 2122 503 434 375 1619 171 118 343 204 259 1276 196 284 221 137 117 1217 238 186 154 979 871 808 106 108
is_linear=0
shrinkage=0.00226508


Tree=1425
num_leaves=16
num_cat=0
split_feature=48 480 3 43 47 13 3 3 12 12 484 42 3 3 4
split_gain=5.34868 2.73829 2.99956 4.77593 3.6764 3.61503 7.75473 3.23611 2.79093 3.2926 2.83762 3.0814 2.79029 1.87187 0.655767
threshold=0.12230500000000001 -1.0000000180025095e-35 -0.0088599999999999981 -0.078654999999999989 0.084210000000000021 -0.47860499999999995 0.12031000000000001 0.099220000000000017 0.11999500000000002 0.10823500000000001 -0.084699999999999984 0.083925000000000013 -0.015259999999999998 -0.066704999999999987 -0.0092149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 -5 7 -7 9 10 11 -3 13 -12 -13
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 12 14 -14 -15 -16
leaf_value=0.00013258987401670665 -0.00056260801139027645 0.0048464309319459437 -0.0012092892629426864 0.0033024370613852971 0.0036980206580151161 0.0009652967810636746 -0.0016852723225389008 0.0034632227430545213 0.0037319704546822717 0.00036883775492294507 0.0018883146317359336 0.0028926778889409011 0.0037923753414681708 0.00057425319346632797 0.0015698884387575418
leaf_weight=77 79 53 57 52 52 143 73 56 68 101 1307 64 57 90 54
leaf_count=77 79 53 57 52 52 143 73 56 68 101 1307 64 57 90 54
internal_value=0 0.001766 0.00182243 0.0011643 0.00152437 0.00117523 0.00076821 0.0016687 0.00198123 0.0019122 0.00200807 0.0030816 0.00188175 0.00180373 0.00228813
internal_weight=0 2304 2227 433 376 324 272 199 1794 1726 1625 171 1454 1397 118
internal_count=2383 2304 2227 433 376 324 272 199 1794 1726 1625 171 1454 1397 118
is_linear=0
shrinkage=0.00880303


Tree=1426
num_leaves=27
num_cat=0
split_feature=1 1 4 12 4 47 4 0 1 15 0 4 51 51 1 51 0 131 402 4 0 4 0 402 0 402
split_gain=213.91 44.1445 32.4233 26.5483 20.7024 11.5009 9.86999 8.87885 8.06324 7.53567 6.97386 6.09125 6.2296 4.6119 4.48484 3.89947 3.59766 3.25714 3.24837 2.80184 3.05465 2.71203 2.43869 2.32054 1.5815 0.322502
threshold=0.10141500000000002 0.13662500000000002 -0.0087849999999999977 -1.0000000180025095e-35 0.043850000000000007 0.10350500000000001 0.070595000000000005 -0.079249999999999987 0.083555000000000018 -0.41309499999999993 -0.081284999999999982 -0.087839999999999988 0.055195000000000008 -0.09193999999999998 0.11890000000000002 0.07955000000000001 -0.093039999999999984 0.093130000000000018 -1.0000000180025095e-35 -0.49269499999999994 -0.060199999999999997 -0.14994999999999997 -0.11169999999999998 0.082915000000000016 -0.071719999999999992 -0.091164999999999982
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=4 2 3 -2 7 6 -4 11 10 -3 22 -1 13 -13 -8 17 -14 19 25 -9 24 -5 -6 -20 -21 -15
right_child=1 9 5 21 8 -7 14 15 -10 -11 -12 12 16 18 -16 -17 -18 -19 23 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0043826927038565231 0.0018196087323180364 0.0014584182179487404 0.00081098606886964553 0.0034497666792869435 0.003906810472963357 0.0026963701110146645 0.0022833237050506722 0.0039652709211255499 0.0022529576140348519 0.0003426284881327258 0.0026222492097336698 0.0044397593317899442 0.0028946427889270485 0.0040595901129707249 0.0015155173510575828 0.0029963057609997236 0.0036405809622776083 0.0040966365835616771 0.0036948286885845759 0.0034047623343334064 0.0030820833604865644 0.0041470703221898097 0.0032780640146658118 0.0040583436082030841 0.0037953438927518781 0.0043243801221811958
leaf_weight=101 52 58 54 64 55 72 86 56 54 67 63 68 54 54 72 72 88 53 520 137 100 53 77 111 90 52
leaf_count=101 52 58 54 64 55 72 86 56 54 67 63 68 54 54 72 72 88 53 520 137 100 53 77 111 90 52
internal_value=0 0.00205251 0.00238137 0.00316715 0.00363591 0.00191369 0.00164776 0.00373302 0.00302899 0.000860548 0.00324377 0.00385237 0.00379578 0.00387313 0.00193359 0.00348676 0.00335708 0.0035677 0.00382082 0.00349444 0.00341373 0.00376585 0.00354023 0.00375881 0.00355973 0.00418972
internal_weight=0 578 453 169 1805 284 212 1556 249 125 195 1048 947 805 158 508 142 436 737 383 327 117 132 631 227 106
internal_count=2383 578 453 169 1805 284 212 1556 249 125 195 1048 947 805 158 508 142 436 737 383 327 117 132 631 227 106
is_linear=0
shrinkage=0.00226508


Tree=1427
num_leaves=20
num_cat=0
split_feature=4 2 12 2 2 13 4 15 4 16 4 48 480 11 11 15 48 43 16
split_gain=169.455 62.9979 38.0697 19.6654 26.2415 17.8596 9.36438 7.46238 6.42353 8.69062 5.59702 5.7973 5.3573 6.84464 10.7794 4.53971 2.61704 3.10054 2.19705
threshold=0.30163500000000004 0.13880500000000004 1.0000000180025095e-35 -0.0091949999999999983 0.10394500000000002 -0.07150999999999999 -0.0087849999999999977 -0.42759999999999992 0.053255000000000004 -0.116045 -0.030434999999999993 0.081735000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.085630000000000026 -0.42759999999999992 0.10327000000000001 -0.081204999999999986 -0.41163499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 15 -6 -7 12 18 -5 -12 -4 16 -15 -2 17 -14 -10
right_child=5 -3 8 4 6 7 -8 -9 9 -11 11 -13 13 14 -16 -17 -18 -19 -20
leaf_value=0.0027813607450649712 0.0022166425531851643 0.0025000228647468663 0.0042005656911593249 0.0054226863973444806 0.0041560994323798922 0.0037278682836196222 0.002728787338356034 0.0025374512196625243 0.0053606427486625431 0.0039055318888251691 0.0038909972282932365 0.0050029583577816698 0.0051957972558201657 0.0064697066576041322 0.0049542050409759099 0.0011955330356436212 0.0044169158413014577 0.0049185439271009325 0.0046326912310296264
leaf_weight=65 60 82 52 77 55 65 66 73 54 86 52 75 388 54 71 54 52 846 56
leaf_count=65 60 82 52 77 55 65 66 73 54 86 52 75 388 54 71 54 52 846 56
internal_value=0 0.00469312 0.00478088 0.00406336 0.00431968 0.00248089 0.00337779 0.00309835 0.00494953 0.00451447 0.00487821 0.00454788 0.0050078 0.00503753 0.00560912 0.0017332 0.00498195 0.00500574 0.0049903
internal_weight=0 2131 2049 390 325 252 121 138 1659 196 204 127 1463 1411 125 114 1286 1234 110
internal_count=2383 2131 2049 390 325 252 121 138 1659 196 204 127 1463 1411 125 114 1286 1234 110
is_linear=0
shrinkage=0.00255085


Tree=1428
num_leaves=12
num_cat=0
split_feature=2 15 14 2 40 1 47 480 1 0 0
split_gain=6.11036 6.49607 4.10955 5.84733 5.76407 3.93615 2.45289 2.39817 1.86873 2.16138 1.67165
threshold=0.13673000000000005 -0.037184999999999996 -0.10708499999999999 -1.0000000180025095e-35 -0.081564999999999985 0.10574000000000001 0.11043500000000002 -0.063594999999999985 0.11604000000000002 -0.16242999999999996 -0.065794999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 5 -5 -4 7 -6 9 -9 -2
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=0.0039448162320675989 0.0023826987458845628 -0.0023639724035986677 0.0019672698260192962 0.0047469842600128508 0.00022879747463785767 -0.0010161824217015021 0.00046017923282542112 0.00073873947826302595 0.0035383034287222209 0.0020115669649353085 0.000252406063302666
leaf_weight=70 56 52 53 53 60 87 89 106 56 1647 54
leaf_count=70 56 52 53 53 60 87 89 106 56 1647 54
internal_value=0 0.000148978 0.00188578 0.00181873 0.00193746 0.000112609 0.00186137 0.00192804 0.00198435 0.00193465 0.00133776
internal_weight=0 162 2221 2151 2011 140 1958 1869 1809 1753 110
internal_count=2383 162 2221 2151 2011 140 1958 1869 1809 1753 110
is_linear=0
shrinkage=0.00863042


Tree=1429
num_leaves=11
num_cat=0
split_feature=9 2 14 9 12 12 43 12 48 1
split_gain=4.82348 4.20858 4.76587 3.42784 2.71601 2.60579 3.56182 3.02792 3.02939 1.52558
threshold=-1.0000000180025095e-35 0.13673000000000005 -0.10708499999999999 0.085355000000000014 -1.0000000180025095e-35 -0.080579999999999985 -0.46848499999999998 0.077755000000000005 0.092265000000000014 0.11414000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -3 -4 -7 8 -8 -9
right_child=1 4 3 -5 -6 6 7 9 -10 -11
leaf_value=-0.0005816476036478301 0.0034989939848689951 0.0013607531407422873 0.00260203088749713 -0.00044854343760454991 -0.00065518523950127187 -0.00042837758867858317 0.0010678502469672042 0.0014927600945126196 -0.00095058478056830279 0.0026965358819237284
leaf_weight=76 61 63 100 57 94 61 217 1540 52 62
leaf_count=76 61 63 100 57 94 61 217 1540 52 62
internal_value=0 0.00134135 0.00142807 0.00136756 0.000153247 0.00141854 0.00135725 0.0014155 0.000677371 0.0015394
internal_weight=0 2307 2150 2089 157 2032 1932 1871 269 1602
internal_count=2383 2307 2150 2089 157 2032 1932 1871 269 1602
is_linear=0
shrinkage=0.0075133


Tree=1430
num_leaves=26
num_cat=0
split_feature=1 1 14 12 12 10 12 1 12 124 48 1 12 15 15 1 1 16 16 15 15 48 12 15 160
split_gain=317.514 47.8027 35.6575 33.5578 31.8682 27.1783 21.0319 16.8812 11.1114 9.68418 8.29444 5.07348 4.80988 7.12422 3.49841 3.38559 2.67737 2.5462 2.74802 1.69298 1.64254 1.27775 1.16269 1.05659 0.776442
threshold=0.10574000000000001 0.12419000000000001 0.076175000000000007 0.054520000000000006 0.087545000000000026 -0.0079749999999999977 -0.042789999999999988 0.092810000000000017 0.11844 -1.0000000180025095e-35 0.078910000000000022 0.11224000000000002 0.091475000000000015 -0.033689999999999991 -0.066639999999999991 0.11392000000000001 0.09006500000000002 -0.073774999999999993 0.070130000000000012 -0.086599999999999996 0.041820000000000003 0.088580000000000006 -0.007389999999999999 0.090125000000000011 -0.0048599999999999989
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=2 4 3 7 11 -3 -7 10 12 -9 22 -2 16 14 21 -6 19 23 -19 24 -21 -14 -1 -15 -5
right_child=1 5 -4 8 15 6 -8 9 -10 -11 -12 -13 13 17 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0045271473399122785 0.0023444208282582192 0.00031097143337898613 0.0068069277113263528 0.0054119168592954544 0.0050154046596507717 0.0014628513120456216 0.0032642414253336314 0.0026042379066216876 0.0040453016397026557 0.0040970470600112628 0.0054603844614692911 0.0032152029348853609 0.0045967694588251217 0.005703871670172285 0.0040433753055650855 0.0041140243467901339 0.0047780032503892218 0.0048227423307002455 0.0054931851989923099 0.0050830821343610813 0.0053519815133327093 0.0051197212579093083 0.0039795227989083831 0.0052635827140605149 0.00577888339539929
leaf_weight=52 86 54 72 105 52 82 87 53 60 61 58 89 79 61 57 58 65 152 55 228 454 52 52 94 64
leaf_count=52 86 54 72 105 52 82 87 53 60 61 58 89 79 61 57 58 65 152 55 228 454 52 52 94 64
internal_value=0 0.00277182 0.0050456 0.00497521 0.0034641 0.00188695 0.00239036 0.00415617 0.00512333 0.00340326 0.00468583 0.00278743 0.00516743 0.004978 0.00457392 0.00454038 0.00528114 0.00518778 0.00500101 0.00531953 0.00526213 0.00480456 0.0042536 0.00543703 0.00555105
internal_weight=0 508 1874 1802 285 223 169 276 1526 114 162 175 1466 550 188 110 916 362 207 851 682 131 104 155 169
internal_count=2382 508 1874 1802 285 223 169 276 1526 114 162 175 1466 550 188 110 916 362 207 851 682 131 104 155 169
is_linear=0
shrinkage=0.00255085


Tree=1431
num_leaves=26
num_cat=0
split_feature=1 12 2 151 15 0 14 0 15 47 16 2 16 16 1 1456 43 15 15 42 51 0 12 42 42
split_gain=183.533 34.8787 34.9439 15.3608 15.7888 13.5463 8.86621 10.9816 13.8595 7.42877 6.55582 6.4174 6.40297 6.12776 4.47356 3.55069 3.48289 2.8802 4.0171 2.02896 1.91312 1.8462 1.78094 1.55139 0.704209
threshold=0.10141500000000002 -0.010219999999999998 0.14307 -0.065174999999999983 -0.37478999999999996 0.040035000000000008 0.076175000000000007 -0.10566999999999999 -0.097269999999999981 1.0000000180025095e-35 -0.42004999999999992 0.092300000000000007 0.16141000000000003 -0.011989999999999999 0.11212500000000002 0.085185000000000011 -0.081799999999999984 0.041820000000000003 -0.061559999999999997 0.084835000000000008 -0.085504999999999984 -0.076329999999999995 0.095110000000000014 -0.031194999999999997 0.091090000000000018
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 9 3 -3 -5 6 7 8 -1 10 -2 15 -7 -12 22 19 23 18 -18 20 -9 -21 -6 -13 -19
right_child=1 2 -4 4 14 12 -8 11 -10 -11 13 16 -14 -15 -16 -17 17 24 -20 21 -22 -23 -24 -25 -26
leaf_value=0.0042897980189951241 0.0021981648100899277 0.0022567708137409331 0.0010591317714110436 0.0023464984361389217 0.003898623868085877 0.0025966356671519352 0.0050351380857028812 0.0048069397391073921 0.0028288880889189992 0.0025303322939616529 0.00050571783571354127 0.0040009626261870452 0.0038344686677386757 0.0016484489399604528 0.0034738604993862143 0.0048549732837088466 0.0038121130430787457 0.0042966642631202005 0.0029808739575635534 0.0041981820656006681 0.0043043120454025353 0.0037696722660993214 0.0045475017888191608 0.0045941053518153913 0.0038993432742351654
leaf_weight=75 53 73 52 53 53 52 68 54 89 54 53 58 53 66 91 65 124 52 52 382 456 77 55 55 67
leaf_count=75 53 73 52 53 53 52 68 54 89 54 53 58 53 66 91 65 124 52 52 382 456 77 55 55 67
internal_value=0 0.00249756 0.00296334 0.00326793 0.00356074 0.00409418 0.00414889 0.00411135 0.00349715 0.00172045 0.00146603 0.00418119 0.0032217 0.00113973 0.00388399 0.00428626 0.00391484 0.00377109 0.00356667 0.00424808 0.00435758 0.00412636 0.00422932 0.0042899 0.00407319
internal_weight=0 603 377 325 252 1779 1674 1606 164 226 172 1442 105 119 199 1034 408 295 176 969 510 459 108 113 119
internal_count=2382 603 377 325 252 1779 1674 1606 164 226 172 1442 105 119 199 1034 408 295 176 969 510 459 108 113 119
is_linear=0
shrinkage=0.00250084


Tree=1432
num_leaves=20
num_cat=0
split_feature=1 43 9 4 14 1 13 124 1 52 481 4 0 48 457 474 50 13 1446
split_gain=5.67669 5.02193 5.98138 3.8717 3.5295 2.95555 2.32796 2.6888 3.88316 2.42237 2.25704 2.02977 1.80244 1.79105 2.15765 1.7764 1.71861 1.51052 1.27295
threshold=0.096300000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 -0.16772499999999999 0.076175000000000007 0.10364000000000002 -0.0011949999999999997 -0.070379999999999984 0.12796000000000002 -1.0000000180025095e-35 -0.073474999999999985 -0.13833499999999996 0.10396000000000001 -0.023659999999999997 1.0000000180025095e-35 0.086080000000000018 0.11534500000000002 -0.080299999999999996 0.085520000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 10 -5 7 -7 -9 -8 18 12 -12 -13 15 16 -15 -17 -1
right_child=1 -3 3 5 -6 6 9 8 -10 -11 11 13 -14 14 -16 17 -18 -19 -20
leaf_value=0.0035009348008138283 -0.0019397097733590556 0.0027227360060518712 0.0023922390919174528 -0.00087866166374153177 0.0036091063343279268 0.0019450552565880993 0.0030258074286555266 0.00071960100689421669 -0.0019265434962754569 0.00084055740506545494 -0.0006559699437827804 0.00022230152440045104 0.0015274676079313114 0.0017855253641070109 0.0028932518661169545 0.0015596322363550432 0.00040366512245401285 -0.00042938172238405964 0.0019425154285949073
leaf_weight=65 59 85 92 84 66 52 55 108 59 96 52 59 52 1048 97 53 66 52 82
leaf_count=65 59 85 92 84 66 52 55 108 59 96 52 59 52 1048 97 53 66 52 82
internal_value=0 0.000834423 0.000568976 0.000840224 0.00172746 0.000525523 0.000844551 0.000297688 -0.000214734 0.0016371 0.00165103 0.00155345 0.000434897 0.00163799 0.00170139 0.00160648 0.00170374 0.000573753 0.00263221
internal_weight=0 690 605 546 1692 454 370 219 167 151 1626 1479 104 1375 1316 1219 1114 105 147
internal_count=2382 690 605 546 1692 454 370 219 167 151 1626 1479 104 1375 1316 1219 1114 105 147
is_linear=0
shrinkage=0.00829529


Tree=1433
num_leaves=11
num_cat=0
split_feature=14 40 40 403 48 480 482 12 52 484
split_gain=3.59709 2.73466 2.84964 2.46867 2.4233 1.97625 2.04031 2.00479 3.61532 1.64612
threshold=-0.31058999999999998 -0.083564999999999987 -0.099059999999999995 -0.54045999999999983 -0.086624999999999994 -0.068944999999999992 0.097035000000000024 0.077755000000000005 -0.087769999999999987 -0.11223999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 -7 -9
right_child=1 3 -4 4 5 6 -8 9 -10 -11
leaf_value=-0.00048812863390517721 0.0012748275007324499 0.0028317683309163058 -0.0012765855825217322 0.0028908527821352799 0.0026051011092064228 0.0018786825630957109 0.0023491888358146058 0.0023133027671332963 0.00024689261661920841 0.0011661425916582127
leaf_weight=79 53 60 54 52 58 109 82 81 348 1406
leaf_count=79 53 60 54 52 58 109 82 81 348 1406
internal_value=0 0.00120749 -1.20216e-05 0.00126695 0.00122295 0.00118129 0.00114049 0.00108946 0.000636277 0.00122869
internal_weight=0 2303 107 2196 2136 2084 2026 1944 457 1487
internal_count=2382 2303 107 2196 2136 2084 2026 1944 457 1487
is_linear=0
shrinkage=0.00781684


Tree=1434
num_leaves=14
num_cat=0
split_feature=2 151 2 2 457 151 2 16 16 39 13 133 12
split_gain=6.0223 2.54638 3.04407 2.32379 2.14005 1.99835 3.34339 1.96996 5.84895 2.93869 2.91027 0.716711 0.378102
threshold=0.17730000000000004 0.084350000000000008 -0.0091949999999999983 -0.14847999999999997 0.095565000000000025 -0.086944999999999981 0.10161500000000002 0.21684500000000004 0.31481000000000009 0.099745000000000014 0.15578000000000003 0.092120000000000021 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 12 9 -9 10 -7 -10 -4
right_child=-2 -3 4 -5 -6 7 -8 8 11 -11 -12 -13 -14
leaf_value=0.001058097122260393 -0.0017404439708423682 0.002369242415631819 0.0014878538411037107 -0.0011668499443933044 0.0024074254401173318 0.0012086295752615263 -0.0014714445377205084 -0.0014874215707403487 0.001373622610310194 -0.00064589426810069046 0.0029818791742001259 0.00028942024275881915 0.00050836688059322389
leaf_weight=54 52 94 53 73 77 1445 55 74 183 54 64 52 52
leaf_count=54 52 94 53 73 77 1445 55 74 183 54 64 52 52
internal_value=0 0.00105731 0.00100212 -0.000220126 0.00107576 0.00102526 0.000152262 0.00109982 0.000505999 0.00121717 0.00128389 0.00113408 0.0010036
internal_weight=0 2330 2236 127 2109 2032 160 1872 309 1563 1509 235 105
internal_count=2382 2330 2236 127 2109 2032 160 1872 309 1563 1509 235 105
is_linear=0
shrinkage=0.00813264


Tree=1435
num_leaves=22
num_cat=0
split_feature=4 2 2 13 39 11 13 16 16 52 4 2 4 1429 16 13 1455 52 2 52 52
split_gain=269.451 59.3605 25.9333 22.5726 19.2923 8.83287 8.75211 8.31296 18.4867 7.08492 5.23463 4.6403 4.16071 4.46173 4.02943 5.43449 3.1058 2.09489 2.78699 1.92996 1.55845
threshold=0.27161500000000005 0.099325000000000011 -0.007134999999999999 -0.23438999999999996 0.083495000000000014 1.0000000180025095e-35 -0.079149999999999984 0.31481000000000009 -0.015159999999999998 0.044705000000000002 -0.0041799999999999988 0.090715000000000004 -0.16772499999999999 0.084690000000000015 -0.48186499999999993 -0.042924999999999998 0.080040000000000014 -0.034054999999999995 0.074875000000000011 0.087765000000000024 -0.44579999999999992
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 2 -1 -3 6 10 -5 8 19 14 12 17 -4 16 -2 -16 -14 -12 -19 -8 -9
right_child=9 3 5 4 -6 -7 7 20 -10 -11 11 -13 13 -15 15 -17 -18 18 -20 -21 -22
leaf_value=0.011963249542927662 0.010576698217456583 0.010841445711424402 0.014386771186984828 0.013828842440311384 0.011361502999453163 0.014517982288495988 0.012687320706945162 0.013459368342505506 0.011351636887308121 0.011127044693310955 0.013101702632629643 0.012681045002660074 0.01367454718523636 0.012873153500376306 0.0092330796306750416 0.010425184635636657 0.013023327802064765 0.01327427522316423 0.014032539258505236 0.013430670094278991 0.012847018076290862
leaf_weight=76 88 57 52 62 72 72 52 84 80 73 93 84 943 61 60 54 59 78 70 56 53
leaf_count=76 88 57 52 62 72 72 52 84 80 73 93 84 943 61 60 54 59 78 70 56 53
internal_value=0 0.01325 0.0135094 0.0124516 0.0126515 0.0135871 0.0128915 0.0127126 0.0123407 0.0104002 0.0135405 0.0132352 0.0136295 0.0135925 0.0101374 0.00979801 0.0136362 0.0134282 0.0136331 0.013073 0.0132227
internal_weight=0 2104 1588 516 459 1512 387 325 188 275 1440 325 1115 1063 202 114 1002 241 148 108 137
internal_count=2379 2104 1588 516 459 1512 387 325 188 275 1440 325 1115 1063 202 114 1002 241 148 108 137
is_linear=0
shrinkage=0.00270699


Tree=1436
num_leaves=17
num_cat=0
split_feature=3 13 3 15 403 130 15 3 3 0 4 48 3 39 3 43
split_gain=6.44841 5.16861 6.62906 4.93862 2.37154 3.13663 2.15874 6.90164 3.92992 5.92097 3.83054 2.02214 3.777 3.04832 1.5682 1.696
threshold=0.32329500000000005 0.046185000000000004 -0.14906999999999998 -0.40312499999999996 0.083830000000000002 -1.0000000180025095e-35 -0.027009999999999996 0.10632000000000001 -0.0020049999999999994 -0.060199999999999997 -0.039459999999999995 0.087730000000000016 -0.020854999999999995 0.081875000000000017 -0.23303499999999996 -0.11990999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 10 8 9 -8 -5 12 -12 -13 -7 -16
right_child=-2 4 3 6 -6 14 7 -9 -10 -11 11 13 -14 -15 15 -17
leaf_value=0.0044320155171102939 -0.001120829840775079 -0.0016239747772258588 -0.00019618712186309984 0.0044236217661287073 0.0024083366477672739 0.001906422670796268 0.0018497258737074126 -0.0015730214359468216 0.0039911261196045799 -0.00081592695808179697 0.0019312800255733389 0.0019623685079597211 0.0037964715828943028 -0.00037725406284977827 0.0012910517239560601 -0.00051135742896595091
leaf_weight=79 67 52 97 60 55 73 836 52 61 73 341 187 118 59 79 90
leaf_count=79 67 52 97 60 55 73 836 52 61 73 341 187 118 59 79 90
internal_value=0 0.00170401 0.00188305 0.00177612 0.00069671 0.000376181 0.00188323 0.00161289 0.00178378 0.00163555 0.00224427 0.00205865 0.00241099 0.00140085 0.000806363 0.000330622
internal_weight=0 2312 1963 1884 349 294 1787 1022 970 909 765 705 459 246 242 169
internal_count=2379 2312 1963 1884 349 294 1787 1022 970 909 765 705 459 246 242 169
is_linear=0
shrinkage=0.00897909


Tree=1437
num_leaves=22
num_cat=0
split_feature=2 3 13 12 2 15 133 13 0 52 12 13 12 12 3 2 0 12 51 13 0
split_gain=4.46144 8.64889 8.43947 3.4825 6.04686 3.86944 2.76863 3.93841 3.35771 5.97789 2.94717 2.60825 3.17902 2.3047 4.78316 1.92003 1.50253 1.42078 1.22367 0.980635 0.884647
threshold=0.098215000000000011 0.092330000000000009 0.17001000000000002 0.08073000000000001 -1.0000000180025095e-35 -0.077559999999999976 0.071360000000000021 -0.08125499999999998 -0.052239999999999988 -0.059354999999999991 0.095565000000000011 -0.14179999999999995 -1.0000000180025095e-35 0.083970000000000017 -0.14443999999999999 0.084305000000000005 -0.064804999999999988 0.099550000000000013 -0.087909999999999988 -0.096444999999999989 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -6 8 -8 10 -10 11 -2 -13 15 -15 -5 18 -9 -16 -20 -14
right_child=2 -3 -4 13 5 -7 7 17 9 -11 -12 12 20 14 16 -17 -18 -19 19 -21 -22
leaf_value=0.0010875058213264596 0.0028768415992702807 -0.0011740416565089915 -0.002449084191487969 0.0015835603203164436 0.0025360379995319256 0.0055556168489302249 0.0035712065607162516 0.00033487367021969757 0.00098799470661005634 -0.0023907197956708742 -0.00025596049317442324 -0.00061972396144848265 0.0010762215835859309 0.0038572710194908566 0.0026067000032552719 -0.00052024345649593913 0.00036343141434727757 0.0019878008834659233 0.0025753960412808444 0.001403890418615971 0.0025961369051062653
leaf_weight=100 72 80 54 52 67 52 59 85 86 62 83 56 54 60 69 70 81 62 52 971 52
leaf_count=100 72 80 54 52 67 52 59 85 86 62 83 56 54 60 69 70 81 62 52 971 52
internal_value=0 0.00148605 0.000705348 0.00162131 0.00259239 0.00385626 0.000959339 0.00176013 0.00060439 -0.000426814 0.00108611 0.00156253 0.000977843 0.00146429 0.00157193 0.000375734 0.00145496 0.00103263 0.00153584 0.00146353 0.00182268
internal_weight=0 1654 725 1574 219 119 671 206 465 148 317 234 162 1355 1233 122 1173 147 1092 1023 106
internal_count=2379 1654 725 1574 219 119 671 206 465 148 317 234 162 1355 1233 122 1173 147 1092 1023 106
is_linear=0
shrinkage=0.00829529


Tree=1438
num_leaves=15
num_cat=0
split_feature=3 13 2 3 1 376 1429 133 43 3 457 0 52 13
split_gain=4.15947 2.82361 4.79638 3.74901 3.30593 3.47362 2.66466 3.19256 2.54613 2.42457 2.03697 1.78051 1.51105 0.732662
threshold=0.32329500000000005 0.056910000000000009 0.098150000000000015 -0.14906999999999998 0.12394500000000001 0.084360000000000018 0.083810000000000009 0.087765000000000024 -0.062434999999999997 -0.22382999999999997 -0.085584999999999981 -0.029554999999999994 -0.0078449999999999978 0.15196000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 -1 5 6 10 -8 -6 -4 -5 -12 -3 -14
right_child=-2 2 9 4 8 -7 7 -9 -10 -11 11 -13 13 -15
leaf_value=0.0024701815497877181 -0.00083566318723317227 0.0019760575970286546 0.00032972749514452112 0.0021186425155550049 0.0010281361160779298 0.0027984613810650353 -0.00077684850263171263 0.0013196392973177527 -0.00098733177812007958 -0.0014242902338777446 0.0010614629794403591 5.8820164463089221e-05 7.1054029213584013e-05 0.0011955037406176929
leaf_weight=82 67 62 73 83 52 52 86 59 72 79 1409 91 57 55
leaf_count=82 67 62 73 83 52 52 86 59 72 79 1409 91 57 55
internal_value=0 0.000918118 0.000319073 0.00101641 0.000953765 0.00103011 0.000976851 7.56941e-05 -0.000141538 -0.000581413 0.00105935 0.00100069 0.00110613 0.000623901
internal_weight=0 2312 326 1986 1904 1780 1728 145 124 152 1583 1500 174 112
internal_count=2379 2312 326 1986 1904 1780 1728 145 124 152 1583 1500 174 112
is_linear=0
shrinkage=0.00694113


Tree=1439
num_leaves=18
num_cat=0
split_feature=2 30 2 150 2 2 13 52 52 11 2 151 1446 52 13 13 13
split_gain=132.839 72.3585 37.4308 20.8785 19.9087 15.9184 12.6845 8.64579 16.9458 4.84162 4.24024 3.92037 2.17289 2.43321 1.75423 1.55217 1.52754
threshold=0.12708000000000003 0.085185000000000025 0.099325000000000011 0.081245000000000026 -1.0000000180025095e-35 0.17000000000000001 -0.053824999999999991 0.024560000000000002 -0.41304999999999997 1.0000000180025095e-35 0.10859000000000001 1.0000000180025095e-35 0.037915000000000011 0.26430000000000003 -0.085164999999999977 0.0083850000000000018 -0.065674999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 6 -2 8 15 11 -10 12 13 -6 -14 -4 -9
right_child=5 -3 3 -5 9 -7 -8 16 10 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.0025163331003855752 0.00097351326339470087 0.00070290484941876088 0.003851501734919504 0.0016511017476459264 0.0037151644129026638 8.5772907729868422e-05 0.0023682398545679579 0.003244464201829592 0.0027659559015590913 0.0043627605836705045 0.0018990491912529071 0.0030871461846314879 0.0043060607163563107 0.0033344759913155574 0.0037473084458916786 0.0032418304239468783 0.0038049513076517639
leaf_weight=96 83 64 58 81 1100 53 87 52 62 72 91 69 69 123 81 53 85
leaf_count=96 83 64 58 81 1100 53 87 52 62 72 91 69 69 123 81 53 85
internal_value=0 0.00337519 0.00345693 0.00283308 0.00364369 0.0013069 0.00168745 0.00307176 0.00280147 0.00371515 0.00225052 0.0036828 0.00371271 0.0036769 0.00400452 0.00356064 0.00359241
internal_weight=0 2156 2092 482 1610 223 170 401 264 1514 153 1442 1373 1223 150 111 137
internal_count=2379 2156 2092 482 1610 223 170 401 264 1514 153 1442 1373 1223 150 111 137
is_linear=0
shrinkage=0.00255085


Tree=1440
num_leaves=27
num_cat=0
split_feature=3 3 43 2 2 43 147 2 3 16 52 3 0 3 0 159 3 3 3 3 483 52 159 52 3 52
split_gain=183.176 49.1926 51.2682 44.4947 29.7981 14.3102 10.015 6.44365 6.42115 5.49495 4.64831 7.29355 4.54303 10.2197 3.86746 3.47536 6.03321 3.46917 2.94256 2.52002 2.00474 1.626 1.55503 1.40708 1.32055 0.18875
threshold=-0.058704999999999993 0.31370500000000007 -0.033174999999999989 0.11197500000000002 0.12454500000000002 -0.11741999999999998 0.087210000000000024 0.097070000000000004 0.10323000000000002 -0.12029499999999999 -0.51296999999999993 -0.097094999999999987 -0.079249999999999987 -0.13088999999999998 -0.13740499999999997 -0.037509999999999995 -0.10237999999999998 -1.0000000180025095e-35 0.086245000000000016 -0.081224999999999978 0.087440000000000004 -0.082354999999999984 -0.018164999999999997 0.024560000000000002 -0.082334999999999978 0.12066000000000002
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=4 2 5 8 6 -2 7 12 17 -7 -9 -12 13 -1 -5 -14 -17 -4 -19 20 -15 -11 -21 -13 -18 -25
right_child=1 -3 3 14 -6 9 -8 10 -10 21 11 23 15 19 -16 16 24 18 -20 22 -22 -23 -24 25 -26 -27
leaf_value=0.0061953910820341778 0.0035734145364691339 0.0012954524591769576 0.0044284307669966057 0.0021611253344748327 0.002835389750885414 0.0013815163041009518 0.003729561890253284 0.0051294431707031496 0.0039817832797776247 0.0020768866819718588 0.0036785585521356872 0.00438121205172995 0.0053448644709844393 0.0051608872580299354 0.0031690411695400795 0.0037797778171665538 0.0050520864785431755 0.0057327391974404335 0.0048907372384908113 0.0051413854587893017 0.0046207223358088172 0.0027351061272471514 0.0046716011613650377 0.0050043011949585077 0.0046070051800962148 0.004758057765325863
leaf_weight=56 59 87 52 52 52 57 52 82 58 54 71 65 52 578 56 52 85 52 69 70 54 53 186 54 112 52
leaf_count=56 59 87 52 52 52 57 52 82 58 54 71 65 52 578 56 52 85 52 69 70 54 53 186 54 112 52
internal_value=0 0.00315302 0.00344053 0.00409077 0.00481422 0.00245191 0.00487768 0.00491571 0.00474836 0.00204827 0.00458128 0.00439542 0.00500272 0.00509362 0.00268401 0.00471754 0.00458641 0.00500519 0.00525282 0.00502411 0.00511478 0.00240319 0.00480017 0.00469291 0.00479919 0.00488377
internal_weight=0 649 562 339 1673 223 1621 1569 231 164 324 242 1245 944 108 301 249 173 121 888 632 107 256 171 197 106
internal_count=2322 649 562 339 1673 223 1621 1569 231 164 324 242 1245 944 108 301 249 173 121 888 632 107 256 171 197 106
is_linear=0
shrinkage=0.00265391


Tree=1441
num_leaves=24
num_cat=0
split_feature=1 1 16 16 39 2 16 2 159 16 2 0 0 2 0 0 0 2 151 159 133 131 1212
split_gain=210.454 29.5145 19.0634 14.6476 11.9037 11.5387 10.0176 6.92672 7.33519 5.68453 5.65035 5.56556 4.59982 3.5315 3.23581 2.23942 1.91772 1.90711 1.66623 1.61349 1.50535 2.8177 1.22983
threshold=0.104035 0.12394500000000001 0.12292000000000002 -0.0070899999999999991 0.081875000000000017 0.09036000000000001 -0.26987499999999992 0.08647500000000001 0.065430000000000016 -1.0000000180025095e-35 0.14019000000000004 -0.16242999999999996 -0.11327499999999999 0.078405000000000016 -0.097829999999999986 -0.082884999999999986 -0.084524999999999975 0.083815000000000014 -0.033849999999999991 0.10389500000000002 -0.072364999999999985 0.082750000000000004 0.041590000000000009
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 5 7 -2 -3 8 9 13 -8 -9 -13 20 -14 16 -16 -15 -7 -17 -1 -22 -19
right_child=1 6 -4 -5 -6 18 10 11 -10 -11 -12 12 14 17 15 19 -18 22 -20 -21 21 -23 -24
leaf_value=0.0039371161546284117 0.0032404233942980414 0.00079357908805587844 0.0033961154910739878 0.0010745835976830559 0.0028277733571021838 0.0017421087845105679 0.0022046749726240353 0.0028044564006298139 0.0031743386465128182 0.0044455385343894751 0.0012210974811456467 0.0041543140196992553 0.002971622591796189 0.0043473018147151266 0.0036058564288763703 0.0034139377861249856 0.0040538222039274222 0.0039794331384302431 0.0022671991365069127 0.0038158286535766818 0.003292766939238724 0.0038367886575699532 0.0036104317983205805
leaf_weight=54 56 94 74 53 98 57 65 53 83 77 52 58 53 54 240 492 60 169 64 56 117 80 63
leaf_count=54 56 94 74 53 98 57 65 53 83 77 52 58 53 54 240 492 60 169 64 56 117 80 63
internal_value=0 0.00197222 0.00241521 0.00209952 0.00358155 0.00240628 0.00133386 0.00362476 0.00379552 0.00387946 0.00176773 0.00350712 0.00354593 0.00379824 0.00350674 0.00354015 0.00369553 0.00396777 0.00202004 0.00345505 0.00360497 0.00351381 0.00387933
internal_weight=0 515 304 230 1807 177 211 1709 697 614 117 1012 959 537 901 848 300 286 121 548 251 197 232
internal_count=2322 515 304 230 1807 177 211 1709 697 614 117 1012 959 537 901 848 300 286 121 548 251 197 232
is_linear=0
shrinkage=0.00222067


Tree=1442
num_leaves=30
num_cat=0
split_feature=1 16 123 1 2 0 1 15 15 160 15 2 133 16 43 13 15 156 16 15 15 43 2 43 2 15 0 130 2
split_gain=179.676 32.9252 14.2199 10.6377 18.8355 8.70795 8.0701 6.45383 10.91 22.2584 5.92495 4.5116 4.4874 4.38221 3.78487 3.67223 5.0579 4.07162 2.76981 2.46236 2.18765 2.00071 1.70451 1.5027 1.44897 1.2369 0.881536 0.696244 0.0735234
threshold=0.10141500000000002 0.052915000000000011 1.0000000180025095e-35 0.12719000000000003 0.10293500000000001 0.12212000000000002 0.12212000000000002 0.041820000000000003 -0.0073899999999999999 -0.064629999999999979 0.087720000000000006 0.11280000000000003 0.10029000000000002 -0.080029999999999976 -1.0000000180025095e-35 -0.078114999999999976 -0.10436999999999999 0.083125000000000018 0.51303500000000013 0.097020000000000009 -0.12640499999999996 -0.081204999999999986 0.084895000000000012 0.0054600000000000004 0.08400500000000001 -0.032704999999999991 -0.092734999999999984 -0.0062849999999999989 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 7 18 8 15 -10 13 -6 23 22 -5 21 -17 -18 -3 -14 -13 25 27 24 -12 -1 -23 -9 -25
right_child=1 6 -4 14 11 -7 -8 10 9 -11 12 20 19 -15 -16 16 17 -19 -20 -21 -22 26 -24 28 -26 -27 -28 -29 -30
leaf_value=0.0036746533642749309 0.0025234744605944211 0.0026103771584299672 0.0021383132058589195 0.00051668440620362261 0.00075317715030933925 0.0023662790843262524 0.0019461716756622182 0.0034974624282515287 0.0014621112504286998 0.0033876322346323398 0.0032881319525592326 0.0018356235542879755 0.0031739004545143349 0.0042250670316131807 0.0012525020103777375 0.003553899806917748 0.0028113483639434743 0.0034602719839143992 0.0032991218281487491 0.0025971682564356999 0.0012276788809495098 0.0033881132922693002 0.003306624397615544 0.0032569075155488405 0.0036332098340379707 0.003346603968412758 0.0030477103753011148 0.0038310562326578576 0.0031186850941975312
leaf_weight=120 90 58 57 53 52 52 59 52 52 63 95 56 97 55 89 84 226 58 54 56 57 66 92 52 156 105 86 78 52
leaf_count=120 90 58 57 53 52 52 59 52 52 63 95 56 97 55 89 84 226 58 54 56 57 66 92 52 156 105 86 78 52
internal_value=0 0.00180013 0.00320911 0.00145598 0.00172204 0.00324506 0.00259898 0.00327283 0.0031422 0.00251716 0.0034159 0.00128475 0.00327581 0.00367274 0.00097803 0.00323866 0.00308325 0.00294396 0.00294266 0.00296296 0.00152917 0.00339029 0.00353579 0.00341057 0.0035027 0.00352167 0.00319567 0.0036978 0.00318802
internal_weight=0 568 1754 397 255 1697 171 1645 860 115 785 165 508 277 142 745 368 284 112 153 113 377 222 355 251 225 152 130 104
internal_count=2322 568 1754 397 255 1697 171 1645 860 115 785 165 508 277 142 745 368 284 112 153 113 377 222 355 251 225 152 130 104
is_linear=0
shrinkage=0.00217713


Tree=1443
num_leaves=27
num_cat=0
split_feature=1 155 2 2 12 14 15 1 2 12 16 15 4 12 15 15 15 12 42 12 4 133 2 42 2 42
split_gain=197.057 37.9363 18.767 38.8268 15.7349 12.1888 12.1388 11.5673 8.73852 7.18261 7.32958 6.87659 24.7121 6.29876 5.92661 3.44325 3.02677 3.82703 2.73689 2.12413 1.62141 0.847313 1.03551 0.647132 0.609681 0.594006
threshold=0.10141500000000002 0.084785000000000013 0.10472500000000001 -1.0000000180025095e-35 0.11930500000000001 -1.0000000180025095e-35 0.041820000000000003 0.093575000000000019 0.12708000000000003 0.08598500000000002 -0.015379999999999998 -0.006494999999999999 -0.42305999999999994 0.090715000000000018 -0.084059999999999982 0.087575000000000014 -0.14701499999999998 0.081810000000000008 0.081180000000000016 0.093595000000000025 -0.0041799999999999988 -0.011534999999999998 0.095545000000000005 1.0000000180025095e-35 0.087765000000000024 -0.07793499999999999
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=4 2 3 -2 6 -4 7 11 14 10 18 13 -13 16 -7 25 -1 -18 -8 -15 -21 24 23 -23 -17 -11
right_child=1 -3 5 -5 -6 8 9 -9 -10 15 -12 12 -14 19 -16 21 17 -19 -20 20 -22 22 -24 -25 -26 -27
leaf_value=0.0042042982035225595 0.0012052597569250018 0.0035757093321987857 0.0021149118634020228 0.0032672857928895335 0.0023019614886787532 0.00098430433727520177 0.0042250504682253102 0.0025717651035883277 0.00051626206639180435 0.0037891005628422291 0.0049008995874347755 0.0041934490329705101 0.0021867852497848253 0.0028615914950258763 0.0020418355953571938 0.0038347922601821407 0.003204846796531241 0.0037610471500221293 0.0035729782566730037 0.0036964381943464519 0.0031991884410645034 0.0037322393788196827 0.0031556596554079236 0.0034422855255895894 0.0035291821823788465 0.004098835563433597
leaf_weight=62 100 68 79 103 57 65 70 89 99 67 55 57 85 62 54 75 88 326 75 58 103 64 53 150 78 80
leaf_count=62 100 68 79 103 57 65 70 89 99 67 55 57 85 62 54 75 88 326 75 58 103 64 53 150 78 80
internal_value=0 0.00192391 0.00169922 0.00225163 0.00352109 0.00132156 0.00356203 0.00338077 0.00103394 0.00378177 0.00416663 0.00346635 0.00299245 0.00356259 0.0014644 0.00364598 0.00371606 0.00364288 0.00388795 0.00323488 0.00337848 0.00353677 0.00345508 0.00352912 0.00367916 0.00395784
internal_weight=0 568 500 203 1754 297 1697 930 218 767 200 841 142 699 119 567 476 414 145 223 161 420 267 214 153 147
internal_count=2322 568 500 203 1754 297 1697 930 218 767 200 841 142 699 119 567 476 414 145 223 161 420 267 214 153 147
is_linear=0
shrinkage=0.00235659


Tree=1444
num_leaves=16
num_cat=0
split_feature=39 129 3 1 16 3 1 1 151 51 3 0 39 13 42
split_gain=6.13164 2.82798 3.539 3.18433 2.93363 2.70483 3.6695 9.83189 4.46674 3.32428 2.84614 2.52634 2.40846 1.88532 1.58152
threshold=0.087735000000000021 0.10359500000000001 0.10323000000000002 0.10797500000000002 -0.4058199999999999 -1.0000000180025095e-35 0.077800000000000022 0.084755000000000011 -0.086944999999999981 -1.0000000180025095e-35 -0.13088999999999998 -0.10946999999999998 0.10262 0.15578000000000003 0.11776500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 11 -8 -9 -7 -10 -1 -2 14 -13
right_child=12 -3 3 4 -6 9 7 8 10 -11 -12 13 -14 -15 -16
leaf_value=0.0038364190608812256 -0.00064820853806131875 0.0036383363221844001 -0.00087895809927617083 -0.00017409686188163667 0.0023336340481452619 0.0014768097117270086 -0.0022120094711871232 -0.00077222533433784601 0.0029364718873527546 0.0042805099494197399 0.00147960934598798 0.001985399643907506 0.0012462569985521193 0.0035315550663501285 0.0004672791034438362
leaf_weight=56 103 59 63 53 90 53 53 52 126 71 406 941 90 54 52
leaf_count=56 103 59 63 53 90 53 53 52 126 71 406 941 90 54 52
internal_value=0 0.00181031 0.00175817 0.000705072 0.00140356 0.0018745 0.00178833 0.00127666 0.00159343 0.00308288 0.00182483 0.00208375 0.000234753 0.00198992 0.00190599
internal_weight=0 2129 2070 206 143 1864 1740 637 584 124 532 1103 193 1047 993
internal_count=2322 2129 2070 206 143 1864 1740 637 584 124 532 1103 193 1047 993
is_linear=0
shrinkage=0.0084612


Tree=1445
num_leaves=20
num_cat=0
split_feature=2 3 3 0 1444 1 52 393 34 0 12 12 2 2 12 1 49 3 0
split_gain=6.97529 6.83828 8.1932 6.97553 4.09212 3.69813 3.20203 2.83264 3.57063 4.14573 3.76549 1.99366 1.91792 1.85388 3.12894 1.76316 1.75997 1.39939 1.17774
threshold=0.10124000000000001 -0.10175499999999998 -0.22740999999999997 -0.084114999999999981 -0.066134999999999985 0.11918000000000002 -0.5335399999999999 0.083910000000000012 -0.078549999999999995 -0.076329999999999995 0.08401500000000002 0.087435000000000013 0.11693000000000002 0.084045000000000022 0.083785000000000012 0.083065000000000014 0.087950000000000014 0.0025650000000000004 -0.059914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 12 -1 11 -6 8 -8 13 -11 -5 17 14 -10 -15 -13 -3 -12
right_child=1 3 -4 5 6 -7 7 -9 9 10 18 16 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0039659348089023235 0.00077728163889942772 -0.00019526785761368214 -0.0036835501903079285 0.0038740295786354895 0.0034761637443540953 0.0003168801372174599 0.0033552055662758582 0.0030218418933397537 0.0034423848229825468 -0.0010511989078262716 0.00065797000816028703 0.0027894777417963889 -0.00092779392379464679 0.0014921885100933295 0.00164878476902837 3.4129858961397457e-05 0.0010935037745135722 0.0015220085866385368 0.0019765905695680016
leaf_weight=55 68 71 52 54 64 78 68 88 93 82 159 96 98 702 279 65 81 65 70
leaf_count=55 68 71 52 54 64 78 68 88 93 82 159 96 98 702 279 65 81 65 70
internal_value=0 0.000672567 -0.00115499 0.00107661 0.00169395 0.00191116 0.00161907 0.00154501 0.00145934 0.00137036 0.000504117 0.0024491 -2.5031e-05 0.00160681 0.00209743 0.00136874 0.00201386 0.000624825 0.00106144
internal_weight=0 663 120 543 1725 309 1670 1606 1518 1450 311 231 234 1139 372 767 177 136 229
internal_count=2388 663 120 543 1725 309 1670 1606 1518 1450 311 231 234 1139 372 767 177 136 229
is_linear=0
shrinkage=0.0084612


Tree=1446
num_leaves=24
num_cat=0
split_feature=2 2 3 3 15 2 15 2 2 3 42 42 42 1452 474 156 3 42 13 15 130 16 15
split_gain=123.196 52.0392 35.3452 15.9198 12.7294 10.9798 7.98972 7.14089 6.23789 4.01482 3.59058 4.45599 3.51211 3.23088 3.04688 3.56429 4.42832 3.45565 3.27147 2.33902 2.26981 2.20351 1.5445
threshold=0.10527500000000002 -0.0050599999999999994 -0.034684999999999994 -0.008649999999999998 -0.080944999999999989 0.14721500000000001 -0.077134999999999995 0.092365000000000017 0.12131500000000002 0.085315000000000016 -0.081159999999999996 0.077855000000000021 0.091545000000000015 0.087295000000000011 0.085295000000000024 0.083635000000000015 0.0037100000000000002 0.083795000000000022 -0.080299999999999996 0.041820000000000003 -0.018929999999999995 0.0055300000000000011 -0.013969999999999998
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=1 3 4 -1 -2 6 9 13 22 -4 -9 21 -13 14 15 16 20 -17 -16 -14 -3 -12 -6
right_child=2 7 5 -5 8 -7 -8 10 -10 -11 11 12 19 -15 18 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0023603027489263384 0.0016920245696401468 0.003644017290169907 0.00079642867607406605 0.00082500831096453994 0.0027214825422822312 0.00059583432024253448 0.0021169517904504596 0.0034240279202998724 0.0021774420606036713 0.0016262285485963352 0.0022946231353588704 0.0035089680475333244 0.002496135790739928 0.0038202252303175927 0.0032228418755754053 0.0040870250755308665 0.0026589396309073189 0.0032763306903516379 0.0024843819628279011 0.0031604853291875836 0.0032552556863494806 0.0028764350583055844 0.0032181582817890509
leaf_weight=97 83 86 60 54 54 79 86 62 67 60 85 61 55 55 77 55 61 54 52 55 851 56 83
leaf_count=97 83 86 60 54 54 79 86 62 67 60 85 61 55 55 77 55 61 54 52 55 851 56 83
internal_value=0 0.00308503 0.00187946 0.00181142 0.00244065 0.00131425 0.00158964 0.00320052 0.00274512 0.00121153 0.00292432 0.00282494 0.0030714 0.00328051 0.00325648 0.00329504 0.00325236 0.00368562 0.00292536 0.00282853 0.00329096 0.00252587 0.00302256
internal_weight=0 1816 572 151 287 285 206 1665 204 120 374 312 171 1291 1236 1107 998 109 129 110 937 141 137
internal_count=2388 1816 572 151 287 285 206 1665 204 120 374 312 171 1291 1236 1107 998 109 129 110 937 141 137
is_linear=0
shrinkage=0.00226508


Tree=1447
num_leaves=20
num_cat=0
split_feature=4 2 2 150 2 1443 14 16 0 2 4 16 2 12 160 4 2 475 16
split_gain=146.245 53.5856 17.4683 21.8744 9.96904 9.19595 8.0019 23.7305 7.47035 6.49804 5.88819 5.16224 4.57662 5.5419 4.7986 3.21102 1.7649 1.12702 1.59695
threshold=0.27287000000000006 0.14106500000000002 0.10124000000000001 0.081245000000000026 -0.007134999999999999 0.084655000000000022 -0.45687499999999998 -0.42372999999999994 -0.089964999999999976 0.12228000000000001 0.043850000000000007 -0.11777499999999998 0.092365000000000017 0.078515000000000015 0.014995000000000003 0.022635000000000006 0.064660000000000009 -0.0048199999999999988 -0.031434999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 10 -2 9 -4 16 12 -12 13 -6 -14 17 -8 -10 -19
right_child=6 -3 3 -5 5 -7 7 -9 15 -11 11 -13 14 -15 -16 -17 -18 18 -20
leaf_value=0.0023200872249511781 0.0020100163305240004 0.0011401708234390832 0.0022246145764881187 0.0013103285467727975 0.0037590116108927461 0.0040751789546602281 0.0014906978589897773 -0.00018138811939613549 0.0034026887425647042 0.00085371288549578571 0.003084319956057176 0.0022835427445199643 0.0026889268206249004 0.0031829816517488447 0.0034591881591174468 0.0025122924518464025 0.0020463252575931398 0.0032695535685106939 0.0028047397663221842
leaf_weight=74 54 78 82 56 90 52 55 57 54 56 88 73 165 1039 53 54 59 70 79
leaf_count=74 54 78 82 56 90 52 55 57 54 56 88 73 165 1039 53 54 59 70 79
internal_value=0 0.00294688 0.00301632 0.00259688 0.0031177 0.00315552 0.00124121 0.00105821 0.00280934 0.00147398 0.00312379 0.00272138 0.00317187 0.00322892 0.0028763 0.00299581 0.00177847 0.00312431 0.00302327
internal_weight=0 2107 2029 395 1634 1560 281 227 339 170 1508 161 1347 1129 218 257 114 203 149
internal_count=2388 2107 2029 395 1634 1560 281 227 339 170 1508 161 1347 1129 218 257 114 203 149
is_linear=0
shrinkage=0.00222067


Tree=1448
num_leaves=21
num_cat=0
split_feature=2 4 4 1 4 10 1 147 1 4 2 4 1 156 0 16 4 0 42 4
split_gain=6.01126 8.26282 7.16926 5.47167 5.61672 3.08658 3.4599 3.93945 3.30632 2.86627 3.79135 3.70892 2.92465 2.14382 2.04731 1.61685 1.45697 1.34732 1.27513 1.06926
threshold=0.10124000000000001 -0.26545999999999997 -0.13833499999999996 0.081315000000000012 -0.16772499999999999 0.083760000000000015 0.10019500000000002 0.085835000000000009 0.11367000000000001 0.39574000000000004 0.11237500000000002 0.51224500000000017 0.11654500000000001 0.083125000000000018 -0.07304999999999999 -0.025314999999999994 0.082475000000000007 -0.090164999999999981 0.088775000000000007 0.020345000000000005
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 -1 -3 15 -5 6 7 13 -8 10 -6 12 -11 14 -4 19 -10 -15 -17 -2
right_child=3 2 5 4 9 -7 8 -9 16 11 -12 -13 -14 17 -16 18 -18 -19 -20 -21
leaf_value=0.0033791235676498685 0.0025404355856602388 -0.0011798515509506813 0.0013242277743152717 0.0017147477722743423 -0.0022969510148631257 -0.00024483854922789162 0.003381599117643146 -0.00050633599153729716 0.0007345452618801716 0 -0.00011592998265141039 -0.0009665330459217627 0.0021377448821697067 0.002926765618660719 0.00022874502621688148 0.00019120711698438793 0.0022737813317905663 0.0016368692456566031 0.0015054548729333313 0.0012744107625731033
leaf_weight=86 64 52 1054 81 56 53 71 53 53 58 97 63 56 54 82 63 57 110 69 56
leaf_count=86 64 52 1054 81 56 53 71 53 53 58 97 63 56 54 82 63 57 110 69 56
internal_value=0 0.00136287 0.00125703 0.000615196 0.00014042 0.00133692 0.00139162 0.00127561 0.00225841 -0.00024579 -0.000914678 0.000331998 0.00105023 0.00134831 0.00124522 0.00138925 0.0015328 0.00206203 0.00087874 0.00195022
internal_weight=0 1725 1639 663 411 1587 1534 1353 181 330 153 177 114 1300 1136 252 110 164 132 120
internal_count=2388 1725 1639 663 411 1587 1534 1353 181 330 153 177 114 1300 1136 252 110 164 132 120
is_linear=0
shrinkage=0.0066716


Tree=1449
num_leaves=17
num_cat=0
split_feature=4 3 39 457 151 4 14 12 3 3 4 4 1446 12 4 123
split_gain=131.18 53.2861 30.0028 11.1864 10.8947 10.3982 8.38491 8.72705 6.3578 4.66853 4.77797 3.72237 3.25747 3.6463 1.658 2.24392
threshold=0.27287000000000006 0.149315 0.0095750000000000019 0.069910000000000014 -0.089594999999999994 0.043850000000000007 -0.45687499999999998 -0.042789999999999988 0.095555000000000015 -0.080464999999999995 0.066275000000000014 0.42098500000000005 0.088500000000000009 0.054520000000000006 0.0099250000000000015 0.084445000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 -2 -8 12 -7 -11 -9 13 -1 15 -4
right_child=6 -3 14 4 -6 9 7 11 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0029791770935574157 0.0023689797782641031 0.001163410384403837 0.0021417147857431744 0.0035811248755837875 0.0020019771874203642 0.0035020545287260197 0.00067551206222659743 0.0020659172333976098 0.0044328477657822156 0.0022547491493625574 0.0031717416555065744 0.001190013179672472 0.00406431662326945 0.0035833899834430511 0.0019655402714238873 0.0028742746001773844
leaf_weight=69 54 72 53 52 63 92 98 73 60 66 85 56 87 1299 52 57
leaf_count=69 54 72 53 52 63 92 98 73 60 66 85 56 87 1299 52 57
internal_value=0 0.00332062 0.00339693 0.00348805 0.00271626 0.00353852 0.00146498 0.00124981 0.00361718 0.00304796 0.00277112 0.00168589 0.00358353 0.00355293 0.00234325 0.00252156
internal_weight=0 2107 2035 1873 115 1758 281 227 1515 243 151 129 1455 1368 162 110
internal_count=2388 2107 2035 1873 115 1758 281 227 1515 243 151 129 1455 1368 162 110
is_linear=0
shrinkage=0.00255085


Tree=1450
num_leaves=21
num_cat=0
split_feature=4 3 40 2 14 49 2 3 42 52 52 2 3 42 43 2 159 3 2 43
split_gain=212.817 71.7457 39.0762 17.9255 14.9155 11.4227 8.69884 7.58254 7.18803 6.12217 9.84898 4.17085 3.7633 3.2747 3.24432 2.97664 2.94119 2.53862 1.5264 0.871447
threshold=0.30163500000000004 0.11372500000000001 -0.03549999999999999 0.14794000000000004 0.062655000000000016 -0.0086549999999999978 0.090000000000000011 -0.0098449999999999979 0.08648500000000002 -0.11333999999999998 -0.048309999999999992 0.074875000000000011 -0.082484999999999989 -1.0000000180025095e-35 -0.019324999999999998 0.10925000000000001 -0.094534999999999994 -0.08322499999999998 0.10559 0.0077000000000000011
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 2 5 7 6 -1 8 -2 11 18 -11 13 -13 -4 17 -9 -12 -10 -8 -16
right_child=3 -3 4 -5 -6 -7 9 15 14 10 16 12 -14 -15 19 -17 -18 -19 -20 -21
leaf_value=0.0019323578250579094 0.0022501270835529824 0.0016611293844416993 0.003717190834285958 -2.9429913103717765e-05 0.0052504164820159419 0.0034006322994228999 0.0043950774651158129 0.00076940194726836614 0.0031619666252503138 0.002625057839912872 0.0041908539803382399 0.0042934812070162288 0.0048052032925282777 0.0044935607695146063 0.0043065232177707472 0.0016118862311737009 0.0036458741377279548 0.0038165041846732225 0.0039339790148096099 0.0039260611542559151
leaf_weight=75 87 98 119 53 67 69 96 52 52 60 84 368 134 54 99 63 350 185 103 74
leaf_count=75 87 98 119 53 67 69 96 52 52 60 84 368 134 54 99 63 350 185 103 74
internal_value=0 0.00383495 0.00394205 0.00131681 0.00404396 0.0026361 0.00399848 0.00167017 0.00414419 0.00377032 0.00361467 0.0043096 0.00443013 0.00395969 0.00387179 0.00123118 0.00375142 0.00367301 0.00415656 0.00414394
internal_weight=0 2087 1989 255 1845 144 1778 202 1085 693 494 675 502 173 410 115 434 237 199 173
internal_count=2342 2087 1989 255 1845 144 1778 202 1085 693 494 675 502 173 410 115 434 237 199 173
is_linear=0
shrinkage=0.00260187


Tree=1451
num_leaves=14
num_cat=0
split_feature=3 123 124 393 48 0 43 151 151 48 49 43 48
split_gain=7.13609 4.78437 3.24171 2.65564 2.64678 5.62986 4.12738 2.38764 1.96573 1.77862 2.24655 1.18377 0.485783
threshold=0.32329500000000005 1.0000000180025095e-35 -0.083859999999999976 0.086030000000000009 0.092475000000000016 -0.07409499999999998 -0.23919999999999997 -0.033849999999999991 -0.090064999999999992 -0.080024999999999985 -0.0096099999999999988 -0.076484999999999984 0.10322500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 7 -1 -6 -8 -10 -11 -4 -9
right_child=-2 2 11 -5 5 -7 8 12 9 10 -12 -13 -14
leaf_value=0.0037218418168737969 -0.0012549876611484829 -0.0010415196588122282 0.0021872059603134718 0.00036820227438016131 0.00027063349678824937 -0.0014759308890395031 0.0031202707600949653 0.0019015504762710856 0.0033284066825192814 0.00076976065264268575 0.0018195439860120939 0.00039306540290104798 0.0030887098737569646
leaf_weight=90 66 78 53 100 55 55 83 52 52 171 1378 57 52
leaf_count=90 66 78 53 100 55 55 83 52 52 171 1378 57 52
internal_value=0 0.00162295 0.00030366 0.00174169 0.00181073 0.000903245 0.00192015 0.00172681 0.00182381 0.00175654 0.00170371 0.00125835 0.00249602
internal_weight=0 2276 188 2088 1988 214 1774 159 1684 1601 1549 110 104
internal_count=2342 2276 188 2088 1988 214 1774 159 1684 1601 1549 110 104
is_linear=0
shrinkage=0.00863042


Tree=1452
num_leaves=22
num_cat=0
split_feature=1 2 12 4 2 4 2 1 0 0 12 52 52 0 2 0 1447 4 124 1 16
split_gain=369.71 45.7208 39.098 30.0408 19.0825 17.8049 10.8409 9.43385 11.3238 8.85973 8.53514 8.01065 6.93814 6.60737 4.25631 3.42184 3.19748 3.031 2.53368 1.13449 1.07347
threshold=0.10752500000000002 0.14794000000000004 -0.041134999999999991 0.27161500000000005 0.099675000000000014 -0.010739999999999998 0.11197500000000002 0.091330000000000008 -0.14989499999999997 -0.10946999999999998 0.088395000000000015 -0.41304999999999997 -0.048309999999999992 -0.061204999999999989 0.088210000000000025 -0.091674999999999993 -0.079809999999999978 -0.082869999999999985 -0.062639999999999987 0.093100000000000002 -0.034884999999999992
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 18 4 7 -4 -7 8 -1 -10 -9 19 -13 15 16 -14 -11 -16 -2 -6 -12
right_child=1 -3 5 -5 11 6 -8 10 9 14 20 12 13 -15 17 -17 -18 -19 -20 -21 -22
leaf_value=0.0054058471071783991 0.0011087345789133191 -0.0001814250359150479 0.0039053305585509393 0.0023059892996543352 0.0040354420332191993 0.0028835791270099419 0.0015626454202353388 0.003015574091313122 0.0033462778734803886 0.0041199832006918995 0.0040305697572859886 0.0027475662092747441 0.0035217680186463195 0.0030606717552792832 0.0047223892947538676 0.0043732280917378854 0.0046501713936977045 0.0041518693979257018 0.00036661029148423721 0.0045580887717555406 0.0044987918482064177
leaf_weight=81 76 85 54 56 57 80 89 58 52 90 100 66 52 69 77 85 580 371 53 59 52
leaf_count=81 76 85 54 56 57 80 89 58 52 90 100 66 52 69 77 85 580 371 53 59 52
internal_value=0 0.00153091 0.00194447 0.00418453 0.00424141 0.00260406 0.0021881 0.00437773 0.00446354 0.00439828 0.00386644 0.00372801 0.00348333 0.00371892 0.00444718 0.00405025 0.00457899 0.00424999 0.000804046 0.00430151 0.00419093
internal_weight=0 437 352 1905 1849 223 169 1461 1251 1170 210 388 272 206 1118 137 670 448 129 116 152
internal_count=2342 437 352 1905 1849 223 169 1461 1251 1170 210 388 272 206 1118 137 670 448 129 116 152
is_linear=0
shrinkage=0.00260187


Tree=1453
num_leaves=13
num_cat=0
split_feature=3 123 2 447 3 124 2 42 3 13 3 42
split_gain=5.6781 3.95339 3.66321 3.0958 2.9192 2.33482 1.95748 1.56516 2.68123 2.65403 2.66081 1.85782
threshold=0.32329500000000005 1.0000000180025095e-35 -0.045829999999999989 0.086195000000000008 0.11372500000000001 -0.085124999999999992 0.10332000000000001 0.097020000000000009 -0.081024999999999986 -0.10899499999999999 0.09722500000000002 0.11457500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -3 -7 9 -9 -4 -11 -10
right_child=-2 5 3 -5 -6 6 -8 8 11 10 -12 -13
leaf_value=0.0047015449667184416 -0.001265114444984419 -0.0011910265965536869 -0.00024148681230139795 0.0044592418292382589 9.5151525904502629e-05 0.0026647202859547436 -1.9721450864155463e-06 0.0043643363826462098 0.0030714005517555433 0.0018294568711207818 0.0042523220433256992 0.0010608314815594329
leaf_weight=54 66 66 66 52 99 58 64 76 100 1485 52 104
leaf_count=54 66 66 66 52 99 58 64 76 100 1485 52 104
internal_value=0 0.00186408 0.00199566 0.00192377 0.00185719 0.000402102 0.00126488 0.00194977 0.00267636 0.00182279 0.0019115 0.00204696
internal_weight=0 2276 2088 2034 1982 188 122 1883 280 1603 1537 204
internal_count=2342 2276 2088 2034 1982 188 122 1883 280 1603 1537 204
is_linear=0
shrinkage=0.0105204


Tree=1454
num_leaves=16
num_cat=0
split_feature=1 43 16 16 4 16 1 48 1 0 0 1 160 4 16
split_gain=3.37551 3.99568 3.52651 4.92406 6.61662 2.85359 2.07306 3.6856 2.40683 4.17565 3.61036 1.54187 1.438 0.986178 0.864765
threshold=0.10752500000000002 -0.084154999999999994 -0.15135499999999999 0.059920000000000008 0.0099250000000000015 -0.44010499999999991 0.10019500000000002 -0.026004999999999997 0.09518500000000002 -0.14310999999999999 -0.11073999999999999 0.10335000000000001 -0.52336499999999997 0.036620000000000007 -0.093079999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 5 4 -4 -3 7 -1 9 14 -11 -8 -12 -14 -9
right_child=1 2 3 -5 -6 -7 11 8 -10 10 12 -13 13 -15 -16
leaf_value=-0.00072836666656142665 -0.0012110438374319506 0.0010871155120638113 0.00089888303206835053 0.0018563415363991678 -0.0033324406935040895 0.0036998356580132162 0.0036305111525862595 0.0024202618844428483 -0.00012102943708768595 -0.0007870680361293399 0.00027283866968777699 0.0017519372490008222 0.0016141714205559297 0.00084755396689358193 0.0040353606055913245
leaf_weight=67 84 93 68 86 53 53 55 56 78 60 78 99 1207 153 52
leaf_count=67 84 93 68 86 53 53 55 56 78 60 78 99 1207 153 52
internal_value=0 0.000548538 0.000967521 0.000213285 -0.000953715 0.00203623 0.00142393 0.00133596 0.00141815 0.00149296 0.00136992 0.00242348 0.00145998 0.001528 0.00319879
internal_weight=0 437 353 207 121 146 1905 1751 1684 1606 1498 154 1438 1360 108
internal_count=2342 437 353 207 121 146 1905 1751 1684 1606 1498 154 1438 1360 108
is_linear=0
shrinkage=0.00897909


Tree=1455
num_leaves=25
num_cat=0
split_feature=4 12 150 12 133 14 4 0 13 133 0 0 12 12 0 403 0 48 156 48 0 4 52 133
split_gain=109.713 26.6919 22.1605 11.2749 8.61398 7.71057 7.25235 6.4102 6.25002 9.72463 5.23705 4.7491 4.18816 4.07113 2.90557 3.75202 3.31586 2.64601 3.97595 3.84535 2.69445 2.08721 1.99874 0.752453
threshold=0.30163500000000004 0.054520000000000006 0.089155000000000012 0.11844 0.086345000000000019 -0.42495999999999995 0.053255000000000004 -0.10075499999999998 -0.090744999999999978 -1.0000000180025095e-35 -0.10324499999999999 -0.029554999999999994 -0.042789999999999988 0.086795000000000011 -0.080869999999999984 -1.0000000180025095e-35 -0.085719999999999977 0.084725000000000009 0.088610000000000008 0.094275000000000012 -0.091174999999999992 0.17982000000000001 0.038145000000000005 0.087285000000000015
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 2 4 6 8 -2 13 -7 -1 -10 -11 -12 -9 14 15 16 -3 18 20 -19 -15 23 -17 -8
right_child=5 3 -4 -5 -6 7 21 12 9 10 11 -13 -14 17 -16 22 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.0018325321198273937 0.0018453690384020996 0.0035745720171480606 0.0010171825717116075 0.0019699261700332265 0.001602655243579366 0.0013501132249116379 0.0024025374966515902 0.00012767475777728638 0.0018763390703490455 0.0025038737081665287 0.003713560495149116 0.0027946975056125012 0.0010069676867848591 0.0033735382689712209 0.0035459986328189655 0.0029440548137824626 0.0028843291974218299 0.0020738641131190392 0.0024273333059066319 0.0028818041576325181 0.0028642361602402452 0.0027776695057534959 0.00248114694620475 0.0020519171674732656
leaf_weight=52 60 82 69 79 58 98 75 54 58 88 53 59 53 56 54 188 60 57 99 60 683 55 62 53
leaf_count=52 60 82 69 79 58 98 75 54 58 88 53 59 53 56 54 188 60 57 99 60 683 55 62 53
internal_value=0 0.00266129 0.00217265 0.00278968 0.00238924 0.00114479 0.00283055 0.000939621 0.00253633 0.00267808 0.00291047 0.00322973 0.000563434 0.00288494 0.00306069 0.00299377 0.00328309 0.00280284 0.00284671 0.0024884 0.00290286 0.002414 0.00282935 0.00225754
internal_weight=0 2100 437 1663 368 265 1584 205 310 258 200 112 107 1401 446 392 142 955 838 117 739 183 250 128
internal_count=2365 2100 437 1663 368 265 1584 205 310 258 200 112 107 1401 446 392 142 955 838 117 739 183 250 128
is_linear=0
shrinkage=0.00222067


Tree=1456
num_leaves=25
num_cat=0
split_feature=1 3 2 43 2 0 155 2 1 3 0 0 124 3 51 16 16 43 43 151 0 0 0 2
split_gain=119.364 31.8402 16.5501 11.5822 9.5804 9.56957 8.22062 12.2259 7.62983 5.9229 5.42276 4.50852 3.9087 3.41006 2.89084 2.66986 4.04979 4.37286 1.84983 1.55088 1.47564 1.3 2.69278 0.844376
threshold=0.10141500000000002 -0.055389999999999988 0.14823500000000003 -0.049914999999999994 0.089045000000000013 -0.066264999999999991 0.098655000000000007 0.10322500000000003 0.088595000000000021 0.11745500000000002 0.076335000000000014 -0.14012999999999998 -0.081214999999999982 -1.0000000180025095e-35 -0.26649999999999996 0.052915000000000011 -0.0092499999999999978 -0.060799999999999993 -0.10961499999999998 -0.070479999999999987 -0.085719999999999977 -0.11327499999999999 -0.089044999999999985 0.085955000000000018
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=4 6 3 12 5 13 7 -2 10 -5 14 -11 -3 15 -6 16 19 23 -16 -1 -21 -20 -23 -18
right_child=1 2 -4 9 8 -7 -8 -9 -10 11 -12 -13 -14 -15 18 -17 17 -19 21 20 -22 22 -24 -25
leaf_value=0.002848950707606854 0.0027947361084988322 0.001374612024590988 0.00020515429659086123 0.0025223943924446517 0.002390889908269426 0.0021297942960540862 0.0033333813645908209 0.0013862710733049659 0.0020960343852307281 0.001133208984051019 0.0021226398312041458 0.0021369689913207225 0.00051330069873898817 0.0026484100868862984 0.0033619595706200663 0.0027298496729586171 0.0031413028120072851 0.0042564634731932661 0.0033284584640662931 0.0034029120510721475 0.003153899036536767 0.0025343918859031386 0.0030107198836142237 0.003599599168485399
leaf_weight=64 93 72 71 70 52 52 55 66 85 61 53 52 61 59 81 54 52 53 52 267 351 96 341 52
leaf_count=64 93 72 71 70 52 52 55 66 85 61 53 52 61 59 81 54 52 53 52 267 351 96 341 52
internal_value=0 0.00172482 0.00129664 0.00154179 0.00301543 0.00317598 0.00249904 0.00221026 0.0028033 0.0019501 0.00289232 0.00159535 0.000979775 0.00323309 0.00295786 0.00327169 0.00330653 0.00366989 0.00300954 0.00322285 0.00326153 0.00295111 0.00290614 0.00337071
internal_weight=0 601 387 316 1764 1004 214 159 760 183 675 113 133 952 622 893 839 157 570 682 618 489 437 104
internal_count=2365 601 387 316 1764 1004 214 159 760 183 675 113 133 952 622 893 839 157 570 682 618 489 437 104
is_linear=0
shrinkage=0.00250084


Tree=1457
num_leaves=23
num_cat=0
split_feature=1 2 4 3 4 2 1 3 4 43 2 2 16 16 475 4 1209 1446 3 16 4 1213
split_gain=182.313 41.1687 32.3594 15.5163 15.2002 13.1001 12.2076 7.51281 8.43011 8.23984 7.08626 8.04202 6.36321 4.55229 2.72804 2.99203 2.45612 1.49032 1.43443 1.2148 0.833298 0.691299
threshold=0.10141500000000002 0.16730000000000003 -0.033449999999999987 -0.038414999999999998 0.043850000000000007 0.10322500000000003 0.080125000000000016 0.091170000000000015 -0.1075 -0.033174999999999989 -1.0000000180025095e-35 0.11517500000000001 -0.38959499999999997 0.40052000000000004 -0.085684999999999997 -0.085574999999999984 0.083050000000000013 0.088500000000000009 -0.076969999999999997 -0.10346499999999999 -0.086734999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 5 7 -4 12 8 9 -1 -5 -12 -6 -2 -10 20 17 -17 -14 -13 21 -16
right_child=1 -3 3 10 6 -7 -8 -9 14 -11 11 19 18 -15 15 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0025064874476978935 0.0028457309782051066 -0.00010148771953765529 0.0031257392532174633 0.00081681029518597414 0.0039078847021407721 0.0015889156872973542 0.0019177391766561078 0.0028897563067599827 0.0041936468882142128 0.0037701272973006397 0.0022667293429600838 0.0015330293275749281 0.0032336308299544102 0.0038229542179213077 0.0037173796704152119 0.0036264665145263899 0.0040827326071743138 0.0040253356414828587 0.0026858881518559987 0.0010130933369681236 0.0043235043841391265 0.0041274239528585567
leaf_weight=69 60 54 89 68 67 57 52 74 89 61 99 61 58 60 52 914 92 64 64 53 52 56
leaf_count=69 60 54 89 68 67 57 52 74 89 61 99 61 58 60 52 914 92 64 64 53 52 56
internal_value=0 0.00198123 0.00218688 0.00186429 0.00357621 0.00252593 0.00299203 0.00366863 0.00370839 0.00309963 0.00152042 0.00174492 0.00328746 0.00333457 0.00376837 0.00373758 0.0036896 0.0036526 0.00294651 0.00129154 0.00405822 0.00393024
internal_weight=0 601 547 427 1764 146 241 1523 1449 130 281 213 189 120 1319 1230 1070 978 122 114 160 108
internal_count=2365 601 547 427 1764 146 241 1523 1449 130 281 213 189 120 1319 1230 1070 978 122 114 160 108
is_linear=0
shrinkage=0.00250084


Tree=1458
num_leaves=24
num_cat=0
split_feature=1 52 2 12 1 0 150 0 52 48 2 0 0 12 16 3 43 12 160 16 3 52 0
split_gain=223.053 53.7412 36.7435 19.1177 14.2925 11.6572 9.96916 19.8144 9.1102 13.3837 7.33387 5.47689 5.04737 5.6072 8.07301 4.85707 5.54745 3.96829 3.46204 3.25425 3.02411 2.91332 1.27812
threshold=0.10141500000000002 -0.41304999999999997 0.16730000000000003 0.085845000000000019 0.11570500000000002 0.12539500000000003 0.089910000000000018 -0.085764999999999994 -0.069034999999999985 0.085775000000000004 0.099675000000000014 -0.14733499999999997 -0.10566999999999999 0.087615000000000012 0.064610000000000015 0.30835000000000007 -0.049364999999999992 0.11461500000000001 0.014995000000000003 0.40052000000000004 -0.094679999999999986 0.10303500000000002 -0.14803999999999998
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 8 -5 6 10 -8 9 -3 11 -1 -13 20 -15 16 -10 18 19 21 -14 -12 -18
right_child=1 2 -4 4 -6 -7 7 -9 15 -11 17 12 13 14 -16 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0046245579970099612 0.0040761658008217801 0.00060994159661572006 0.00029042065095015175 0.0038159482132005622 0.0023028615348083966 0.0028719716762037515 0.0022703725643518254 0.0041542550708149485 0.0019454557268422774 0.0022065868213785333 0.0030304779840130479 0.0033379980627163217 0.0047149622498763822 0.0040035864828814795 0.0031593385155175304 0.0016240830646880994 0.0024983202086860221 0.0031235341717288519 0.0043027067908589347 0.0040673866352854138 0.0041719854664085919 0.0037719007142683835 0.0030056009474288938
leaf_weight=86 78 52 54 60 69 53 52 64 76 56 54 52 60 573 65 52 52 56 54 60 479 56 52
leaf_count=86 78 52 54 60 69 53 52 64 76 56 54 52 60 573 65 52 52 56 54 60 479 56 52
internal_value=0 0.00232195 0.00206028 0.00226401 0.00300681 0.00391985 0.0039523 0.00330996 0.00198211 0.00143806 0.003999 0.00407004 0.00403122 0.00406182 0.00391761 0.00223527 0.00241171 0.00366527 0.0038006 0.00364096 0.00423247 0.00340815 0.00275219
internal_weight=0 601 523 469 129 1764 1711 116 340 108 1595 1315 1229 1177 638 232 180 280 224 170 539 110 104
internal_count=2365 601 523 469 129 1764 1711 116 340 108 1595 1315 1229 1177 638 232 180 280 224 170 539 110 104
is_linear=0
shrinkage=0.00226508


Tree=1459
num_leaves=25
num_cat=0
split_feature=4 12 13 43 12 156 15 0 43 4 12 13 11 4 12 4 42 4 15 48 156 4 13 4
split_gain=302.918 77.0915 46.0566 43.6584 26.7304 15.3609 11.0822 19.1877 9.29865 9.24411 7.13919 6.95407 6.63151 7.09167 7.08069 5.05805 4.83226 2.97384 2.87227 2.80694 3.39592 1.78037 1.74222 1.57629
threshold=0.30163500000000004 0.054520000000000006 -0.28558999999999996 -0.049364999999999992 0.11844 0.050840000000000003 -0.42759999999999992 -0.099329999999999988 -0.086949999999999986 0.043850000000000007 -1.0000000180025095e-35 -0.011559999999999999 0.074925000000000005 -0.49013999999999996 0.095175000000000023 -9.4999999999999992e-05 -1.0000000180025095e-35 -0.064209999999999989 -0.073404999999999984 0.083570000000000019 0.088610000000000008 0.082475000000000007 -0.082264999999999991 -0.05461499999999999
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 2 -1 8 9 10 11 -8 -4 12 -5 -2 14 -14 19 -12 23 -18 -11 20 -3 -20 -21 -16
right_child=6 4 3 5 -6 -7 7 -9 -10 18 15 -13 13 -15 16 -17 17 -19 21 22 -22 -23 -24 -25
leaf_value=0.00091392736243465524 0.0011445128707651933 0.0043263290694142082 0.0029506963016726045 0.0041501265152767584 0.0026986417545879328 0.0048081316939666916 0.0015155504259421308 -0.00033834012195099207 0.0016866903447254177 0.0039890946822755012 0.0036038222341657992 0.0022601799585985991 0.0041256992956686528 0.0053092812365567524 0.0043885445598267113 0.0025694457299779427 0.0037936186560970121 0.0030453878903371786 0.0030906219123778712 0.0041888116558385481 0.0037608570792474583 0.0036964721023301068 0.0035748150228518479 0.0038530011939770042
leaf_weight=57 83 840 55 58 79 70 65 64 87 81 57 53 56 62 64 53 68 57 57 53 67 57 56 66
leaf_count=57 83 840 55 58 79 70 65 64 87 81 57 53 56 62 64 53 68 57 57 53 67 57 56 66
internal_value=0 0.00382805 0.00292941 0.00323167 0.00406418 0.00386114 0.00110063 0.000595592 0.00217645 0.00413227 0.00346641 0.00157948 0.00420119 0.0047478 0.00415042 0.00310567 0.00379135 0.00345263 0.00364119 0.00424052 0.00428459 0.00339377 0.0038736 0.00411685
internal_weight=0 2100 437 380 1663 238 265 129 142 1584 168 136 1389 118 1271 110 255 125 195 1016 907 114 109 130
internal_count=2365 2100 437 380 1663 238 265 129 142 1584 168 136 1389 118 1271 110 255 125 195 1016 907 114 109 130
is_linear=0
shrinkage=0.00240373


Tree=1460
num_leaves=22
num_cat=0
split_feature=1 52 1 14 50 124 0 160 1 1 0 15 15 4 1 4 52 43 15 16 1212
split_gain=300.055 76.2028 40.0465 25.2049 15.7573 14.7814 12.3794 12.0743 7.61064 13.19 8.60332 5.69789 6.64967 5.38764 4.56248 4.8225 4.05078 2.75547 2.62359 1.70798 1.48813
threshold=0.10124500000000002 -0.41304999999999997 0.13662500000000002 0.062655000000000016 0.099450000000000011 -0.076779999999999987 0.076335000000000014 -1.0000000180025095e-35 0.10647000000000001 0.11670500000000002 -0.12608499999999997 1.0000000180025095e-35 -0.008094999999999998 0.50373500000000015 0.088735000000000022 0.029980000000000003 -0.011499999999999998 -0.069434999999999983 0.084745000000000015 -0.08595499999999999 0.11387000000000001
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 4 5 7 -1 11 -3 -9 10 -10 12 14 -4 15 -7 -13 -16 19 -18 -20
right_child=1 2 13 -5 -6 6 -8 8 9 -11 -12 16 -14 -15 17 -17 18 -19 20 -21 -22
leaf_value=0.0020380551787119844 0.0034667113506319414 0.0019409567855054155 0.00049476460701991358 0.0044717870187181291 0.0025563683725359464 0.003329460970950467 0.0022319037340639224 0.00029323069866689355 0.001122675630713037 0.00055237937288936921 0.0023423979465552014 0.0038331546447051448 0.0025459770427829569 -0.00039172833059450434 0.0030771340379630819 0.0028828615662582144 0.0033340964552281034 0.0023782608140494811 0.0032579947386117834 0.0038718247167102782 0.0028982713467516183
leaf_weight=58 73 92 64 68 52 451 66 54 57 81 53 69 102 66 54 155 62 54 545 53 62
leaf_count=58 73 92 64 68 52 451 66 54 57 81 53 69 102 66 54 155 62 54 545 53 62
internal_value=0 0.00138385 0.00109083 0.00317081 0.00144044 0.00311969 0.00315718 0.00126818 0.00101546 0.00121952 0.00171057 0.00319516 0.00306716 4.45202e-05 0.00314158 0.00321527 0.00332718 0.00272791 0.0032788 0.00358212 0.00322129
internal_weight=0 592 519 1799 389 1731 1673 337 245 191 110 1607 816 130 714 606 791 108 722 115 607
internal_count=2391 592 519 1799 389 1731 1673 337 245 191 110 1607 816 130 714 606 791 108 722 115 607
is_linear=0
shrinkage=0.00217713


Tree=1461
num_leaves=24
num_cat=0
split_feature=1 12 4 14 40 1 43 12 4 4 124 1 12 12 15 15 16 15 51 16 15 12 16
split_gain=211.851 47.5312 28.3596 17.8022 17.8275 15.1303 11.6432 9.28597 7.15076 7.80277 6.76002 6.31276 6.2222 4.42365 4.25048 3.07153 3.35936 2.38573 1.69578 1.50883 0.663929 0.381732 0.136033
threshold=0.10124500000000002 0.085090000000000013 0.36766000000000004 0.062655000000000016 -0.013874999999999998 0.14262000000000002 -0.013199999999999998 0.093270000000000006 -0.50665499999999986 -0.099704999999999974 -0.082654999999999992 0.11726500000000001 0.077755000000000005 0.11628000000000001 0.054100000000000002 -0.04174499999999999 -0.087699999999999986 -0.064464999999999981 0.0045000000000000014 -0.079714999999999994 -0.088184999999999986 0.096475000000000019 0.40737000000000007
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 5 11 4 -1 6 10 8 -6 -10 -2 22 -11 14 17 16 -8 20 -14 -16 -9 -21 -3
right_child=1 2 -4 -5 7 -7 15 13 9 12 -12 -13 18 -15 19 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0027599215635660331 0.0020000694189935939 0.0039453000971266571 0.0016780339207096095 0.0051315675945546816 0.0049133396594301963 0.00069242343467277071 0.0022509654081155745 0.0034772928505529587 0.0031142474525399097 0.0034768521828921787 0.00096451293387660511 0.0030213696882101073 0.0041348285339169585 0.0029776005704316567 0.004263009735379731 0.0019368863200577347 0.0030792758623513117 0.0031054759407209364 0.0037983394107236985 0.0036550489226735384 0.0038670818238741378 0.003916817989711845 0.0041407865949747557
leaf_weight=79 72 52 54 68 52 64 63 52 55 102 74 53 902 53 64 56 52 72 98 57 54 91 52
leaf_count=79 72 52 54 68 52 64 63 52 55 102 74 53 902 53 64 56 52 72 98 57 54 91 52
internal_value=0 0.00226613 0.00318152 0.00392398 0.00387652 0.00175911 0.00197439 0.0039299 0.00403918 0.00399987 0.00147537 0.00369847 0.00404405 0.00363161 0.00372042 0.00240029 0.00262573 0.00344543 0.00410188 0.00395119 0.00367611 0.00381618 0.00404329
internal_weight=0 592 211 1799 1731 381 317 1652 1209 1157 146 157 1102 443 390 171 115 178 1000 212 106 148 104
internal_count=2391 592 211 1799 1731 381 317 1652 1209 1157 146 157 1102 443 390 171 115 178 1000 212 106 148 104
is_linear=0
shrinkage=0.00240373


Tree=1462
num_leaves=10
num_cat=0
split_feature=3 9 12 43 148 49 13 49 0
split_gain=7.79611 6.07916 3.95198 3.72043 3.71717 3.81818 4.13023 2.08805 3.3934
threshold=0.31534000000000006 -1.0000000180025095e-35 -0.083994999999999986 -0.078654999999999989 -0.079184999999999992 -0.089819999999999983 -0.16392499999999996 -0.047749999999999994 -0.13972999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7 -8 -9
right_child=-2 2 4 -5 5 6 7 8 -10
leaf_value=-0.0003335089486986222 -0.00047133619565062584 -0.00027983799299135273 0.0005890728974433455 0.0021896247136295975 0.0035423903675057076 0.00018444670240271759 0.0010620533935250061 0.0033138117824499098 0.0020977542433808925
leaf_weight=62 75 77 87 58 101 61 94 135 1641
leaf_count=62 75 77 87 58 101 61 94 135 1641
internal_value=0 0.00194084 0.00200343 0.000780534 0.00208131 0.00214516 0.00207203 0.00213357 0.00219024
internal_weight=0 2316 2254 135 2119 2032 1931 1870 1776
internal_count=2391 2316 2254 135 2119 2032 1931 1870 1776
is_linear=0
shrinkage=0.00736598


Tree=1463
num_leaves=18
num_cat=0
split_feature=1 3 1 47 123 3 124 1 11 3 3 1 42 3 3 133 43
split_gain=237.783 54.0914 17.7026 11.3551 10.2197 8.81451 11.4141 7.21166 7.65229 5.65597 7.05925 5.04165 4.52263 4.54119 5.60457 3.68754 3.29961
threshold=0.10124500000000002 -0.058704999999999993 0.14741000000000001 0.10280000000000002 1.0000000180025095e-35 0.045635000000000002 -0.082254999999999981 0.118385 0.084110000000000004 -0.15680499999999997 -0.12077499999999998 0.11654500000000001 0.099885000000000015 0.091170000000000015 -0.029309999999999996 0.2590050000000001 0.065040000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 5 9 6 -3 8 -2 -1 -11 -7 13 14 16 -14 -12
right_child=1 2 -4 -5 -6 11 -8 -9 -10 10 12 -13 15 -15 -16 -17 -18
leaf_value=0.0039875376361838619 0.0025623395958634448 0.0017129852613967371 0.00045544562640662152 0.0025015657345659153 0.0025389459666767498 0.0022382931712285172 0.0005974774094460681 0.0021888318501092963 0.0034543882277051031 0.0028453840139707059 0.003487922396962162 0.0014372067236971095 0.0028075898659683232 0.003007483041438842 0.0039408590850751359 0.0033987590479708494 0.0031470471171947548
leaf_weight=66 81 74 54 54 53 71 69 65 70 86 1123 54 79 81 100 87 124
leaf_count=66 81 74 54 54 53 71 69 65 70 86 1123 54 79 81 100 87 124
internal_value=0 0.00195269 0.00150079 0.00167604 0.00339353 0.00150962 0.00117488 0.00273923 0.00297601 0.00341946 0.00339713 0.00189239 0.00342689 0.00346283 0.0034902 0.00311755 0.00345404
internal_weight=0 592 376 322 1799 268 143 216 151 1746 1680 125 1594 1428 1347 166 1247
internal_count=2391 592 376 322 1799 268 143 216 151 1746 1680 125 1594 1428 1347 166 1247
is_linear=0
shrinkage=0.00197189


Tree=1464
num_leaves=20
num_cat=0
split_feature=1 52 3 2 2 14 12 2 12 3 1446 1 160 3 3 12 49 51 403
split_gain=226.465 65.4364 26.8625 25.0874 15.101 11.8882 11.2769 10.7584 7.65598 8.02102 4.55115 5.13815 4.32772 4.15272 3.20542 2.57906 2.38805 2.26086 2.39144
threshold=0.10124500000000002 -0.41304999999999997 -0.036004999999999988 0.10322500000000003 0.14721500000000001 0.062655000000000016 -0.090699999999999989 -1.0000000180025095e-35 0.091475000000000015 0.094285000000000008 0.089505000000000015 0.089875000000000024 -0.082179999999999989 0.0075150000000000008 0.13772500000000001 0.087745000000000004 0.10470500000000001 -1.0000000180025095e-35 -0.13252999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 7 6 -1 -4 9 10 11 15 -10 -9 -15 -8 17 -14 -19
right_child=1 2 4 -5 -6 -7 8 13 12 -11 -12 -13 16 14 -16 -17 -18 18 -20
leaf_value=0.0031841486416571826 0.0047443845402299492 0.0038773175462226872 0.001457260783970042 0.0020535439650237555 0.00091442864845164189 0.0053147195469700733 0.0045953055811771863 0.0019806249936116711 0.0036400658842389746 0.0035774278871108212 0.0051799495323353465 0.0039041304763638108 0.0047202961398802954 0.003109864379071283 0.0023426153200285489 0.0043123840075446965 0.003736902319024855 0.0045310451079591902 0.0040794198329768133
leaf_weight=52 73 99 84 78 69 68 620 62 99 59 53 90 54 66 61 272 59 91 282
leaf_count=52 73 99 84 78 69 68 620 62 99 59 53 90 54 66 61 272 59 91 282
internal_value=0 0.00261318 0.00231337 0.00307377 0.00191976 0.00432727 0.00428846 0.00217376 0.00432265 0.00444163 0.00449086 0.00445365 0.00410011 0.00249207 0.00274155 0.00450906 0.00419377 0.00425684 0.00418967
internal_weight=0 592 519 177 342 1799 1731 273 1679 1094 1035 982 585 189 127 892 486 427 373
internal_count=2391 592 519 177 342 1799 1731 273 1679 1094 1035 982 585 189 127 892 486 427 373
is_linear=0
shrinkage=0.00240373


Tree=1465
num_leaves=25
num_cat=0
split_feature=4 2 13 2 0 4 0 0 0 0 4 2 4 159 16 133 43 0 16 16 2 51 16 2
split_gain=226.481 52.0284 25.3182 23.6432 14.7365 11.7336 11.9849 9.93479 9.4305 12.3753 11.2402 8.76128 8.01925 5.92022 8.89947 3.63719 3.35266 4.87831 3.09932 9.25478 2.52627 2.27113 2.08413 1.81561
threshold=0.27161500000000005 0.10859000000000001 -0.23438999999999996 -0.007134999999999999 -0.076639999999999986 -0.081189999999999984 -0.097604999999999983 -0.042364999999999993 -0.10566999999999999 -0.14989499999999997 0.10440500000000001 0.14870000000000003 0.046720000000000005 0.085035000000000013 -0.43370499999999995 0.089725000000000013 -0.081204999999999986 -0.07304999999999999 0.081265000000000018 -0.011694999999999999 0.084945000000000007 -0.085574999999999984 -0.10803999999999998 0.098215000000000011
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 3 -3 -1 -4 6 -5 15 9 -7 -11 13 16 14 -2 -6 21 -18 19 20 -8 -10 -14 -20
right_child=11 2 4 5 7 8 18 -9 12 10 -12 -13 22 -15 -16 -17 17 -19 23 -21 -22 -23 -24 -25
leaf_value=0.0020484538580151793 0.0012882874345114936 0.00086699509569785759 0.0015899736196695424 0.0047541722802627506 0.0036069464557327057 0.0034527765255199542 0.0037907840918775795 0.0021993614700296909 0.004013249722938492 0.001472214586909131 0.0030083914535992771 -1.7230429135250267e-05 0.0031498764169039864 0.0016875601328230636 0.00010525764041429875 0.0028206836084160676 0.003422814531202697 0.0028152879050758243 0.0041867053661622617 0.0025657061910816089 0.0033712798084657761 0.0035225100555181113 0.0025251546606177432 0.0035815533406523339
leaf_weight=76 86 56 61 52 80 84 189 72 68 53 53 53 52 59 60 56 434 89 61 55 141 243 71 52
leaf_count=76 86 56 61 52 80 84 189 72 68 53 53 53 52 59 60 56 434 89 61 55 141 243 71 52
internal_value=0 0.0031763 0.00230926 0.00333522 0.00260941 0.00339283 0.00367617 0.00290826 0.00325695 0.00277661 0.00224054 0.000836381 0.00335229 0.00105719 0.000802283 0.00328338 0.00343526 0.00331948 0.00356356 0.00346227 0.00361162 0.00362989 0.00278947 0.00390845
internal_weight=0 2098 325 1773 269 1697 550 208 1147 190 106 258 957 205 146 136 834 523 498 385 330 311 123 113
internal_count=2356 2098 325 1773 269 1697 550 208 1147 190 106 258 957 205 146 136 834 523 498 385 330 311 123 113
is_linear=0
shrinkage=0.00235659


Tree=1466
num_leaves=18
num_cat=0
split_feature=4 4 457 41 1 151 3 4 51 13 0 475 4 42 475 1 151
split_gain=15.5821 4.6831 4.23522 3.08305 3.15572 4.10746 3.17312 3.30405 3.09761 3.00308 2.98304 2.62501 1.63523 2.34533 1.48505 1.44759 0.532468
threshold=0.27161500000000005 0.50113000000000019 0.11251000000000001 0.075585000000000013 0.10141500000000002 -0.083844999999999989 -0.034684999999999994 -0.14994999999999997 0.10446500000000002 -0.093039999999999984 -0.084699999999999984 -1.0000000180025095e-35 -0.14538499999999996 0.086825000000000013 -0.085684999999999997 0.083250000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 3 4 6 -6 7 -1 12 -9 -3 -8 -7 -14 -11 -13 -2
right_child=1 10 -4 -5 5 8 11 9 -10 14 -12 15 13 -15 -16 -17 -18
leaf_value=0.00043614899032897651 -0.00040597005729171631 0.0024554067952313936 0.00015997511639159769 0.0034888901900590008 -0.00039432984430669467 0.0024995418808165244 0.0017209161411976047 0.0009837235407389143 0.0033582139281197187 0.0033436176900561369 0.00031084023020232481 0.0044027597450936483 0.00026259943653067058 0.0021169992807169857 0.0022790779065470904 0.0029662204142210172 -0.0014577802728280109
leaf_weight=57 52 55 55 101 52 58 52 95 59 76 98 72 88 64 1187 82 53
leaf_count=57 52 55 55 101 52 58 52 95 59 76 98 72 88 64 1187 82 53
internal_value=0 0.000259916 0.00217858 0.00223288 0.00216752 0.00149955 0.00229974 0.00217522 0.00186595 0.00224815 0.00108228 0.00315473 0.00144632 0.00104392 0.0023432 0.00363836 -0.000937633
internal_weight=0 258 2098 2043 1942 321 1621 1415 269 1358 153 206 210 152 1263 154 105
internal_count=2356 258 2098 2043 1942 321 1621 1415 269 1358 153 206 210 152 1263 154 105
is_linear=0
shrinkage=0.00736598


Tree=1467
num_leaves=19
num_cat=0
split_feature=1 52 47 123 52 147 10 14 48 48 42 1 49 1 47 50 16 151
split_gain=213.121 33.4541 23.2582 12.1318 10.2187 9.13758 8.67015 7.44974 4.0041 3.67912 5.16521 6.15803 3.53963 2.69384 5.58612 3.01368 6.21812 2.68831
threshold=0.104035 -0.41304999999999997 0.085505000000000012 1.0000000180025095e-35 0.12371000000000001 0.08598500000000002 -0.0010949999999999998 0.054835000000000009 0.099800000000000014 0.084965000000000027 0.082755000000000009 0.12541500000000003 0.12497000000000001 0.089875000000000024 0.079855000000000023 0.089465000000000017 -0.038799999999999994 -0.085164999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 7 -3 12 -4 10 11 -8 13 14 17 16 -15 -1
right_child=1 2 8 -5 -6 -7 9 -9 -10 -11 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0045590765367033541 0.0039933349356268532 0.00058728595279640514 0.0034756141056880652 0.002996427344583422 0.0025908355241507494 0.0030872399042040435 0.00052774409816674906 0.0049294899942049003 0.0024900690016965679 0.0022188912867180809 0.0020863699928549998 0.0017069353133456824 0.0034432815261523607 0.0029702378361491353 0.0047421316922308838 0.0042053876304368439 0.0039991962645525292 0.0040542233702699172
leaf_weight=74 58 63 53 73 59 61 54 67 55 57 59 62 59 59 91 98 110 1144
leaf_count=74 58 63 53 73 59 61 54 67 55 57 59 62 59 59 91 98 110 1144
internal_value=0 0.00216683 0.00193747 0.00401686 0.00162117 0.0040591 0.00142715 0.00409391 0.00297397 0.0016551 0.00147131 0.00115824 0.00405966 0.00408271 0.00413063 0.00384771 0.00364014 0.00408492
internal_weight=0 520 462 1836 354 1763 295 1702 108 232 175 116 1635 1576 1309 267 169 1218
internal_count=2356 520 462 1836 354 1763 295 1702 108 232 175 116 1635 1576 1309 267 169 1218
is_linear=0
shrinkage=0.00255085


Tree=1468
num_leaves=17
num_cat=0
split_feature=10 10 16 43 2 0 52 52 1429 0 51 16 484 2 130 0
split_gain=7.06673 5.27942 6.20987 3.81376 3.96911 4.59479 3.96528 7.1577 3.46677 2.93399 2.80883 2.10174 2.69595 1.76552 1.34627 0.772051
threshold=0.058500000000000003 -1.0000000180025095e-35 -0.088144999999999987 -0.14044999999999999 0.10527500000000002 0.047740000000000012 -0.41304999999999997 -0.080064999999999983 0.084770000000000012 -0.14712999999999996 0.077225000000000016 0.0055300000000000011 0.079595000000000013 0.114805 0.012250000000000002 -0.081654999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 8 -6 -8 11 -9 14 12 -5 -11 -3 -13
right_child=-2 3 -4 4 6 -7 7 9 -10 13 -12 15 -14 -15 -16 -17
leaf_value=-0.0015535074621691532 -0.00090916602414539032 0.0018077405009220659 0.0018553217478274571 0.0020122400782411104 0.0025405339795412504 0.0038619287253888433 -0.0012545708709968504 0.00011765482703322684 0.00046154975392441672 0.0027876623774079176 0.0043310479768190087 0.00064907494536462461 0.0032129691246799061 0.0013714096357602529 0.0032095953350853436 0.0016213019344438404
leaf_weight=53 52 94 64 1016 100 69 69 77 84 67 53 63 113 168 62 152
leaf_count=53 52 94 64 1016 100 69 69 77 84 67 53 63 113 168 62 152
internal_value=0 0.00183573 0.000310479 0.0019173 0.0018172 0.00200432 0.00123467 0.000891714 0.00191451 0.00136662 0.00286424 0.00200526 0.00213249 0.00177553 0.00236539 0.00133678
internal_weight=0 2304 117 2187 1978 1497 481 381 1428 312 209 1344 1129 235 156 215
internal_count=2356 2304 117 2187 1978 1497 481 381 1428 312 209 1344 1129 235 156 215
is_linear=0
shrinkage=0.00736598


Tree=1469
num_leaves=23
num_cat=0
split_feature=1 4 3 12 1 1 159 12 1 4 3 1 4 158 43 4 3 52 12 1 52 43
split_gain=338.874 60.406 33.7144 25.4921 16.1675 14.255 11.7814 9.62177 10.1722 7.26511 6.56473 4.8483 4.74527 3.76716 3.61208 4.09414 3.38886 3.6513 2.6666 2.35916 1.65968 0.995963
threshold=0.104035 0.27287000000000006 -0.036004999999999988 -0.029844999999999997 0.12958500000000003 0.092655000000000015 0.075610000000000011 0.088245000000000004 0.088985000000000022 -0.0086449999999999982 -0.065974999999999992 0.11744000000000002 0.053255000000000004 0.10254000000000001 0.019675000000000002 -0.08916499999999998 -0.14162499999999997 -0.089014999999999983 0.081420000000000006 0.14602500000000004 0.098380000000000009 -0.073404999999999984
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 11 5 -3 -1 9 8 13 -4 12 -2 16 14 15 -5 -9 -18 -17 -6 -19 -14
right_child=1 4 6 7 19 -7 -8 10 -10 -11 -12 -13 21 -15 -16 18 17 20 -20 -21 -22 -23
leaf_value=0.0030290053585963184 0.0031588690992197166 0.0007476498576542449 0.0021541119632965977 0.0043300725926384096 -0.00035288709058587536 0.0011666099716885977 -4.450185027247893e-05 0.0040287676203607237 0.002885189487176908 0.0008081391991207889 0.0026274455735730497 0.0021576907402835422 0.0030808783633402108 0.0044311728189934613 0.003090265644335336 0.0031660345940742549 0.0029055385814414345 0.0035506780658560192 0.0037520184451617779 -0.0010810086677689756 0.0032406338619767631 0.0025798895346047365
leaf_weight=60 76 100 52 77 72 52 53 57 103 57 99 58 56 53 59 60 100 362 467 52 177 54
leaf_count=60 76 100 52 77 72 52 53 57 103 57 99 58 56 53 59 60 100 362 467 52 177 54
internal_value=0 0.000988676 0.00176012 0.00336809 -3.06042e-05 0.00216457 0.000961229 0.00344626 0.00365087 0.00145051 0.00326106 0.00272573 0.00333885 0.00376098 0.00370736 0.00376759 0.00341841 0.00336392 0.00368536 -0.000658452 0.00344892 0.00283519
internal_weight=0 520 296 1836 224 112 162 1724 819 109 905 134 806 716 663 604 696 639 527 124 539 110
internal_count=2356 520 296 1836 224 112 162 1724 819 109 905 134 806 716 663 604 696 639 527 124 539 110
is_linear=0
shrinkage=0.00260187


Tree=1470
num_leaves=13
num_cat=0
split_feature=4 12 12 41 3 2 4 3 4 16 15 1
split_gain=7.06392 7.16135 3.52106 3.98887 2.98044 4.62364 3.46966 5.03688 3.3385 2.67816 1.5038 1.34767
threshold=0.27161500000000005 0.093670000000000017 0.11769500000000001 0.07831500000000001 -0.11197999999999998 -0.007134999999999999 -0.21586499999999997 0.11191000000000002 -0.42305999999999994 -0.42004999999999992 -0.14068999999999995 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 8 -6 -7 10 -1 11 -8 -2
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 -12 -13
leaf_value=0.001914418130554352 0.0023612312195785169 -0.0019421771098214284 0.00018188005531972066 0.0032002649018958288 -0.00028390805067775722 0.0031431643066994861 0.0026252668802477252 -0.00027083187477600529 -0.00015786573306420773 -8.773899774523793e-05 0.0017131885446459211 0.00099203745034280545
leaf_weight=66 58 52 82 83 57 87 97 63 95 80 1454 96
leaf_count=66 58 52 82 83 57 87 97 63 95 80 1454 96
internal_value=0 0.000433913 0.00162086 0.00167976 0.00161396 0.00169843 0.0017649 0.00169056 0.000691173 0.000962256 0.00177028 0.0015082
internal_weight=0 286 2084 2002 1919 1758 1701 1614 161 234 1551 154
internal_count=2370 286 2084 2002 1919 1758 1701 1614 161 234 1551 154
is_linear=0
shrinkage=0.00707995


Tree=1471
num_leaves=20
num_cat=0
split_feature=4 2 2 2 0 15 4 1452 15 4 0 15 4 43 4 15 0 42 13
split_gain=166.775 60.3827 21.9316 19.955 17.1721 11.1561 7.77576 6.74657 7.58446 8.97835 7.76356 14.1448 5.88672 4.45404 3.48382 3.47227 2.28441 1.72953 0.811569
threshold=0.30163500000000004 0.11144000000000001 0.14578500000000003 -0.007134999999999999 -0.086984999999999993 -0.42759999999999992 0.42098500000000005 0.086765000000000023 1.0000000180025095e-35 -0.11205499999999999 -0.12118 -0.097499999999999989 0.51400500000000016 -0.12584499999999996 0.029980000000000003 0.087450000000000014 -0.087344999999999992 0.087005000000000013 -0.067389999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 12 -7 8 10 -10 11 -5 -2 -12 -15 16 -11 -17 -6
right_child=5 2 -4 7 18 6 -8 -9 9 15 13 -13 -14 14 -16 17 -18 -19 -20
leaf_value=0.0022305625653114983 0.0023742802071039467 0.0016292691330059453 0.00096743799554304408 0.0034753156866851238 0.0032413680121440025 0.0013374656209751287 0.00022701220165667773 0.0040563304403559985 0.0044394828924030991 0.0040764316410625287 0.0027710004359535714 0.0019558998080115896 0.001399549246410979 0.0034687938554238589 0.0030687618046865922 0.0035242623271912184 0.0035785276862301371 0.0032491253109711528 0.0028777117583040222
leaf_weight=75 53 68 57 64 55 75 57 83 55 64 66 62 80 562 141 220 192 261 80
leaf_count=75 53 68 57 64 55 75 57 83 55 64 66 62 80 562 141 220 192 261 80
internal_value=0 0.00323182 0.00220961 0.00337586 0.00255828 0.00132499 0.000858135 0.00342438 0.00339327 0.00355505 0.00325009 0.00272786 0.00178816 0.00333562 0.00338859 0.00348901 0.0037031 0.00337502 0.00302605
internal_weight=0 2105 260 1845 203 265 132 1770 1687 792 895 126 133 769 703 737 256 481 135
internal_count=2370 2105 260 1845 203 265 132 1770 1687 792 895 126 133 769 703 737 256 481 135
is_linear=0
shrinkage=0.00226508


Tree=1472
num_leaves=15
num_cat=0
split_feature=4 12 2 16 12 41 3 52 2 1453 4 3 3 3
split_gain=5.6468 5.02469 2.81385 5.70043 2.56879 2.83381 2.05217 5.5033 3.38408 2.44376 2.46671 5.38296 1.48858 0.382343
threshold=0.27161500000000005 0.093670000000000017 0.13712500000000002 -0.41863499999999992 0.11769500000000001 0.07831500000000001 -0.11197999999999998 -0.20534999999999998 -0.007134999999999999 -0.077764999999999987 -0.37626499999999991 0.091170000000000015 0.0037100000000000002 -0.14619999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 12 5 6 7 -1 -8 -10 -11 -12 -2 -9
right_child=1 -3 -4 -5 -6 -7 8 13 9 10 11 -13 -14 -15
leaf_value=0.0027424695523010105 0.0021990945337653288 -0.0017275183547247547 0.0025624989874017258 -0.0016869202965610621 0.00028429663917539741 0.0031123307100603499 -0.00015891846714007963 -0.00075327625077652649 0.0033008551856713165 0.0031241326794249173 0.0017755814206295267 -5.6040215028863881e-05 0.00052386846941078827 0.00019369526577421724
leaf_weight=57 66 52 52 52 82 83 57 52 62 73 1461 105 64 52
leaf_count=57 66 52 52 52 82 83 57 52 62 73 1461 105 64 52
internal_value=0 0.000469815 0.000958467 0.000499714 0.00164156 0.00169711 0.00163585 0.000790202 0.00171325 0.00177604 0.00171831 0.00165272 0.00137501 -0.000278988
internal_weight=0 286 234 182 2084 2002 1919 161 1758 1701 1639 1566 130 104
internal_count=2370 286 234 182 2084 2002 1919 161 1758 1701 1639 1566 130 104
is_linear=0
shrinkage=0.00781684


Tree=1473
num_leaves=10
num_cat=0
split_feature=40 40 34 480 1446 14 0 401 150
split_gain=4.11926 2.16266 4.86194 2.26928 1.89263 1.76148 2.57212 1.76713 1.70272
threshold=-0.084904999999999994 -0.081029999999999977 -0.010024999999999997 -0.068944999999999992 0.091180000000000011 -1.0000000180025095e-35 -0.16242999999999996 0.080710000000000018 0.084495000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 8 -8 -7
right_child=1 2 3 4 -6 6 7 -9 -10
leaf_value=-0.00053896650312745527 0.0029551929320421871 -0.0010882718896720017 0.0030609922635926236 0.0024911187597076935 -3.8283893031951321e-06 -0.00053223732318023601 0.0013259337670745183 0.0021550420639475376 0.001335945144946691
leaf_weight=78 55 54 52 91 67 78 1650 190 55
leaf_count=78 55 54 52 91 67 78 1650 190 55
internal_value=0 0.00136072 0.00132147 0.00138112 0.00134009 0.00138376 0.00133264 0.0014116 0.000239667
internal_weight=0 2292 2237 2183 2131 2064 1973 1840 133
internal_count=2370 2292 2237 2183 2131 2064 1973 1840 133
is_linear=0
shrinkage=0.00813264


Tree=1474
num_leaves=29
num_cat=0
split_feature=1 1 3 150 2 3 13 3 15 15 3 3 0 15 1429 15 2 43 43 402 2 50 13 2 2 1429 48 0
split_gain=220.338 46.1153 20.2667 16.9403 17.2578 10.8544 6.84008 9.53417 6.33668 5.41759 13.9112 6.28184 4.40374 3.86804 3.73576 3.69181 2.95999 2.55118 2.3067 2.02877 1.95273 1.6518 1.62109 1.65542 1.44185 1.20862 1.12752 0.675577
threshold=0.10141500000000002 0.13075500000000004 -0.064294999999999977 1.0000000180025095e-35 0.114805 -0.029309999999999996 -0.004004999999999999 0.084735000000000019 -0.16448999999999997 1.0000000180025095e-35 -0.12077499999999998 -0.12595999999999999 -0.061994999999999995 0.087450000000000014 0.079510000000000011 -0.077559999999999976 0.13631000000000001 -1.0000000180025095e-35 -0.08423499999999999 0.11191000000000001 0.084825000000000025 1.0000000180025095e-35 0.004745000000000001 0.083815000000000014 0.092300000000000007 0.085435000000000011 0.089155000000000012 -0.086409999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 4 5 12 15 -8 16 10 -1 -11 -2 20 18 -4 -3 -5 24 22 27 26 23 -15 -12 -16 -20 -13
right_child=1 8 6 17 -6 -7 7 -9 -10 11 14 13 -14 19 25 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0022420497834053448 0.0033731127611758352 -0.00012865755198278892 0.0026632412529472129 0.0009000844072806016 0.0013550897637887303 0.0018715469807176999 0.0034826032013992891 0.0024145669077840761 0.0011122002455349594 0.0040307674952228022 0.0035062928497280326 0.0038678699504318854 0.0025521135381845316 0.0033775165665990313 0.0037671470720463084 0.0019271701763854416 0.00060752414774347752 0.0015649156904105263 0.0028095455277312178 0.0035868311408873369 0.0032956991197090925 0.0032670294598211584 0.0027502541153742806 0.0030597311923368548 0.0030399478670466878 0.0033259086285940356 0.0031895138029172741 0.0035462029463381624
leaf_weight=87 69 56 61 60 80 70 80 93 69 67 101 72 66 139 67 83 56 59 171 57 102 90 52 223 53 64 54 69
leaf_count=87 69 56 61 60 80 70 80 93 69 67 101 72 66 139 67 83 56 59 171 57 102 90 52 223 53 64 54 69
internal_value=0 0.00152246 0.00312435 0.00194816 0.00224797 0.0025963 0.00260457 0.0029086 0.000572146 0.00323657 0.00308943 0.00336597 0.00297191 0.00330356 0.00321226 0.00223915 0.000239217 0.00122991 0.00311737 0.00318329 0.00353656 0.00300555 0.00312767 0.00318182 0.00334595 0.00355176 0.00290085 0.00371063
internal_weight=0 585 1785 404 285 205 317 173 181 1468 687 781 135 714 600 144 112 119 469 471 243 315 414 362 154 131 225 141
internal_count=2370 585 1785 404 285 205 317 173 181 1468 687 781 135 714 600 144 112 119 469 471 243 315 414 362 154 131 225 141
is_linear=0
shrinkage=0.00226508


Tree=1475
num_leaves=14
num_cat=0
split_feature=40 457 41 11 1 1 4 52 40 1 0 1 13
split_gain=5.33502 5.37636 3.30825 8.54024 6.12728 3.41177 2.94425 2.89246 2.92192 5.83059 2.78105 1.3875 1.37983
threshold=0.051255000000000002 0.089030000000000012 0.083975000000000008 1.0000000180025095e-35 0.093100000000000002 0.11392000000000001 -0.011154999999999998 0.44892500000000007 -0.065969999999999987 0.10141500000000002 -0.062694999999999987 0.12608000000000003 -0.075154999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 8 -1 -10 11 -8 -9
right_child=-2 -3 -4 4 -6 6 10 12 9 -11 -12 -13 -14
leaf_value=0.0024482212502439592 -0.0012099005414867297 -0.00047030809526287789 -0.00036107692547639154 0.0048985762472161251 0.0018292796843552542 0.0018541016735545276 -0.00030106224842237696 0.0016667641789947798 0.0012374636960222037 -0.00074558740667445673 -0.0013159089607590227 0.0012714932522964221 0.0032696021463271933
leaf_weight=97 52 103 67 57 93 55 55 64 1486 85 65 68 54
leaf_count=97 52 103 67 57 93 55 55 64 1486 85 65 68 54
internal_value=0 0.00117472 0.00125019 0.00129977 0.00299614 0.00117433 0.000355004 0.00128576 0.00120682 0.00113012 -8.31434e-05 0.000567679 0.00240093
internal_weight=0 2349 2246 2179 150 2029 243 1786 1668 1571 188 123 118
internal_count=2401 2349 2246 2179 150 2029 243 1786 1668 1571 188 123 118
is_linear=0
shrinkage=0.00736598


Tree=1476
num_leaves=18
num_cat=0
split_feature=1375 40 49 1 2 15 483 12 52 132 12 49 12 481 133 1210 2
split_gain=4.98636 3.88734 2.47152 5.57797 2.78604 2.92181 2.39198 2.58826 4.11921 4.47775 3.65242 2.39974 2.1284 1.69626 1.26718 1.37283 0.945599
threshold=-0.097394999999999982 0.051255000000000002 -0.015064999999999999 0.10932500000000002 0.087405000000000024 -0.077134999999999995 0.092420000000000016 0.086795000000000011 -0.085924999999999987 0.078205000000000011 0.082530000000000006 0.091325000000000003 0.089125000000000024 -0.048124999999999994 -0.0029649999999999993 -0.065959999999999977 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 10 11 -4 -10 -8 -9 16 -16 -15
right_child=1 -3 6 -5 5 -7 12 13 9 -11 -12 -13 -14 14 15 -17 -18
leaf_value=-0.0015226769276661626 0.0025037491618818816 -0.0011790251675020166 -0.00049768042128108978 -0.001277154412406784 -0.0011022969003460828 0.0014311936434172785 -0.00072662326686496472 0.0024371978008372215 0.0021898455844498264 0.0045639940927093324 0.0020369621287900461 0.00056293816550888266 0.0013022556992337154 0.0012515245969856772 -0.0005216185940768879 0.00093987961508905284 0.0023805791331496361
leaf_weight=53 82 52 94 93 53 94 77 71 411 53 77 81 77 322 52 592 67
leaf_count=53 82 52 94 93 53 94 77 71 411 53 77 81 77 322 52 592 67
internal_value=0 0.0011535 0.00120637 0.000504815 0.0012289 0.000517132 0.00132076 0.00140816 0.00181252 0.00217927 0.000643111 0.00192219 0.000287218 0.00114583 0.00105699 0.000821727 0.00144623
internal_weight=0 2348 2296 322 229 147 1974 1820 716 545 171 492 154 1104 1033 644 389
internal_count=2401 2348 2296 322 229 147 1974 1820 716 545 171 492 154 1104 1033 644 389
is_linear=0
shrinkage=0.00863042


Tree=1477
num_leaves=11
num_cat=0
split_feature=147 1 2 14 4 1 47 1452 1 1
split_gain=3.47189 3.97222 3.85987 2.50645 2.472 2.17023 2.11943 2.14013 2.27818 4.00148
threshold=0.089025000000000007 0.12895500000000001 -0.023999999999999997 -0.10708499999999999 0.51224500000000017 0.13962500000000003 0.11069000000000002 0.090965000000000018 0.11224000000000002 0.10439500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 7 8 9 -5
right_child=-2 4 3 6 -6 -7 -8 -9 -10 -11
leaf_value=0.0033374876378799555 -0.00072934495034912073 0.00015077654246802534 0.0028084119278802113 0.0010234242568325403 0.0011693847503453027 -0.0023551688900409072 -0.00041255587197576947 0.0028027673068759108 0.0024459844082371186 -0.00085076533847459911
leaf_weight=58 94 53 60 1720 56 54 81 52 80 93
leaf_count=58 94 53 60 1720 56 54 81 52 80 93
internal_value=0 0.000996026 0.00109675 0.00103441 -0.00032831 -0.00111303 0.000981823 0.00103994 0.000991467 0.000927234
internal_weight=0 2307 2144 2086 163 107 2026 1945 1893 1813
internal_count=2401 2307 2144 2086 163 107 2026 1945 1893 1813
is_linear=0
shrinkage=0.00880303


Tree=1478
num_leaves=29
num_cat=0
split_feature=1 16 147 50 15 1 1 16 47 15 15 133 133 15 1 15 15 133 15 16 16 48 15 133 15 1 15 1212
split_gain=183.344 18.4782 18.241 13.7338 11.841 9.57289 9.00942 15.5698 12.0055 9.9653 6.0248 5.72954 6.5015 5.47935 4.03589 12.0614 5.01219 2.81927 2.73085 6.51257 3.26569 2.35884 1.63732 1.05115 1.44847 0.938189 0.915643 0.759333
threshold=0.109225 0.059920000000000008 0.088610000000000008 0.10965000000000001 0.03981500000000001 0.11414000000000001 0.092485000000000026 0.19578000000000004 0.083875000000000019 -0.10981499999999998 0.11822000000000001 0.078935000000000019 0.10864000000000001 -0.088184999999999986 0.081540000000000015 -0.0073899999999999999 -0.021954999999999999 0.08784500000000002 0.087720000000000006 -0.078074999999999992 -0.092049999999999979 0.084965000000000027 -0.45015499999999992 0.10137500000000001 0.098605000000000012 0.086795000000000011 0.085790000000000019 0.08468500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 -2 9 8 -8 21 18 14 17 22 15 -11 -16 -13 19 26 -20 -1 -7 24 -22 -25 27 -6
right_child=1 -3 -4 -5 10 13 7 -9 -10 11 -12 12 -14 -15 16 -17 -18 -19 20 -21 23 -23 -24 25 -26 -27 -28 -29
leaf_value=0.0039721480318406343 0.0016482402624779884 0.0022413925486923147 0.0017235948036671207 0.0021290967964997863 0.0031725282791138848 0.00060179642204111954 0.0016253091095068456 0.0034094114566331412 0.0029179758329028554 0.0028424472206481986 0.0027121583897123853 0.0034958358765489208 0.0024279820063519276 6.1307075508854473e-05 0.0025962720443952229 0.0016317116576802474 0.0034816453889918554 0.0030466393136277933 0.0037644976370657876 0.0042402485135370673 0.0031389144456196666 0.0033566663798155322 0.0011123982033570705 0.0028682801004396834 0.0035019532153630654 0.0032449483046724428 0.0035723833168592751 0.0034879543640823911
leaf_weight=52 64 98 52 56 127 57 96 70 60 164 87 142 57 59 67 57 65 148 53 52 188 86 75 93 83 56 77 60
leaf_count=52 64 98 52 56 127 57 96 70 60 164 87 142 57 59 67 57 65 148 53 52 188 86 75 93 83 56 77 60
internal_value=0 0.00138348 0.00304857 0.00111306 0.00308408 0.00088984 0.0029233 0.00252131 0.00212264 0.00303168 0.00327933 0.00292183 0.00312898 0.00063559 0.00271813 0.00253029 0.00303243 0.00326667 0.00334184 0.00350578 0.00323226 0.00358876 0.000892094 0.00316504 0.00325019 0.00301001 0.00336102 0.00327386
internal_weight=0 409 1992 311 1940 255 1064 226 156 838 876 700 347 191 353 221 132 290 789 316 473 138 132 420 271 149 264 187
internal_count=2401 409 1992 311 1940 255 1064 226 156 838 876 700 347 191 353 221 132 290 789 316 473 138 132 420 271 149 264 187
is_linear=0
shrinkage=0.00226508


Tree=1479
num_leaves=26
num_cat=0
split_feature=1 52 12 47 150 12 4 40 43 12 16 1 0 4 52 15 0 43 11 43 4 483 483 52 42
split_gain=246.821 44.1613 25.9356 19.8417 17.0424 15.538 9.26664 9.11566 8.48827 8.34478 8.08143 7.81988 7.50934 6.00947 3.89638 3.22048 2.70102 3.58294 2.63448 1.7185 2.53007 2.10899 1.4873 1.03125 0.941892
threshold=0.10491000000000002 -0.40492999999999996 0.054520000000000006 0.07813500000000001 1.0000000180025095e-35 0.11930500000000001 -0.0073899999999999999 -0.072504999999999986 -0.049364999999999992 0.09141500000000001 -0.0037949999999999993 0.118385 -0.11073999999999999 -0.0063999999999999986 0.099400000000000016 -1.0000000180025095e-35 -0.080474999999999977 -0.080249999999999988 1.0000000180025095e-35 0.0035900000000000007 -0.080584999999999976 0.092815000000000022 -0.041389999999999989 0.024560000000000002 0.083835000000000007
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=2 -2 4 6 8 9 -3 -8 -1 18 12 -5 -9 14 16 -10 -11 -18 19 21 -21 22 -4 -15 -16
right_child=1 3 5 11 -6 -7 7 10 15 13 -12 -13 -14 23 24 -17 17 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0020125191283519245 0.0031716572678865294 0.0014299745450538515 0.0037001835435984125 0.0024202906532420723 0.001535253472689832 0.0020016029940226787 -0.00026568825055965574 0.0016255921450955054 0.00272992307325045 0.0036732409392425465 5.6043249695979048e-05 0.0012801235547402056 0.00057943733332283236 0.0024521306493389184 0.0025916295763767625 0.0033746280881889017 0.002655353489540057 0.0033138132850249139 0.0037636894674806065 0.0027382089086983846 0.0033663215326337997 0.0029341356306499941 0.0033392905447146826 0.0028488723092961201 0.0029634930621063528
leaf_weight=55 55 80 63 58 76 55 52 64 83 65 54 61 72 91 54 72 54 172 65 63 65 60 664 52 96
leaf_count=55 55 80 63 58 76 55 52 64 83 65 54 61 72 91 54 72 54 172 65 63 65 60 664 52 96
internal_value=0 0.00129514 0.0030539 0.00106105 0.00243705 0.00316285 0.000774576 0.000557817 0.0027633 0.00320367 0.000783322 0.00183603 0.00107192 0.00299314 0.00312169 0.00302955 0.00327207 0.00315659 0.00332911 0.00329821 0.00305736 0.00333735 0.0033706 0.00259657 0.00282978
internal_weight=0 496 1905 441 286 1619 322 242 210 1564 190 119 136 584 441 155 291 226 980 915 128 787 727 143 150
internal_count=2401 496 1905 441 286 1619 322 242 210 1564 190 119 136 584 441 155 291 226 980 915 128 787 727 143 150
is_linear=0
shrinkage=0.00222067


Tree=1480
num_leaves=20
num_cat=0
split_feature=13 0 14 133 0 51 51 43 13 0 160 1 1 1 160 160 0 50 1
split_gain=4.12141 2.90378 8.21535 5.27657 3.89477 6.70204 3.84017 4.71169 2.92443 3.78067 3.67283 2.38753 1.88755 1.86965 1.83586 1.7676 1.40734 1.1637 1.12642
threshold=-0.16392499999999996 -0.068669999999999995 -0.072219999999999993 -0.0081099999999999974 -0.057279999999999991 1.0000000180025095e-35 -0.024714999999999997 -0.049364999999999992 -0.11122999999999998 -0.10653 0.051820000000000005 0.10548500000000001 0.080270000000000022 0.109225 0.058040000000000008 0.10460500000000002 -0.11169999999999998 0.10672000000000002 0.10178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 -3 12 6 18 -8 -4 10 11 -10 -5 14 17 -16 -1 -11 -6
right_child=1 3 8 4 5 -7 7 -9 9 13 -12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.00036325169498696829 0.004510597421611212 -0.0015824459736986662 0.0030593648624063032 0.00076258480228089283 0.0023825795722326962 0.0036052717005458377 0.0011911208404457069 -0.0022614291550221376 -0.0013468937906977139 0.0013170412767979252 0.0015407813839159105 0.00060311704960971306 -0.0013388966542112475 -0.00026007125691016459 0.003158425429270478 0.0013171597313536287 -0.0013949615315768831 0.00040556598354363313 0.00092355047927100383
leaf_weight=68 52 69 54 53 68 71 57 52 100 999 92 76 66 52 71 73 58 107 79
leaf_count=68 52 69 54 53 68 71 57 52 100 999 92 76 66 52 71 73 58 107 79
internal_value=0 0.00109693 0.00126438 0.000551843 0.000882235 0.00134993 0.000724078 -0.000455155 0.00116038 0.00109501 0.000197386 -0.00050434 -0.000402199 0.0012797 0.00134383 0.00222562 -0.000445382 0.00122894 0.00159908
internal_weight=0 2191 1676 515 446 327 256 109 1624 1570 268 176 119 1302 1250 144 126 1106 147
internal_count=2317 2191 1676 515 446 327 256 109 1624 1570 268 176 119 1302 1250 144 126 1106 147
is_linear=0
shrinkage=0.00829529


Tree=1481
num_leaves=21
num_cat=0
split_feature=1 1 3 3 3 0 474 13 0 155 484 16 0 456 16 16 16 49 3 13
split_gain=115.122 24.2829 18.0499 9.53224 8.3062 7.14516 5.37623 14.9951 4.79124 10.4256 4.15714 4.15062 3.7264 3.55376 4.26709 6.29496 4.40169 8.86004 7.19141 0.363081
threshold=0.10124500000000002 0.13075500000000004 -0.036844999999999996 1.0000000180025095e-35 0.11924500000000002 0.12539500000000003 0.085295000000000024 -0.065674999999999983 -0.071719999999999992 0.097110000000000016 0.079595000000000013 -0.41163499999999992 -0.085669999999999982 0.078475000000000003 0.21684500000000004 0.41331000000000007 -0.038799999999999994 -0.0087399999999999995 -0.064674999999999983 -0.083584999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 8 -4 -5 6 10 19 -2 -10 13 -3 -12 14 16 -16 17 -1 -18 -8
right_child=1 11 3 4 -6 -7 7 -9 9 -11 12 -13 -14 -15 15 -17 18 -19 -20 -21
leaf_value=0.0021784085524796746 0.0032110669061330309 0.0004453007566490322 0.000880471646842607 0.0027134945563074783 0.0013164451632345477 0.0021037470940583267 0.0030032400201717361 0.0014836463903548233 0.001754101324470162 0.0032262929789431166 0.0039211193480278711 0.0012463727813730628 0.0031256398431942305 0.0036679776004644306 0.0019829578194429575 0.0030613785792345067 0.0031659166743387202 0.0030738986245120079 0.00422096026743365 0.0033072457515019161
leaf_weight=79 60 74 87 55 56 53 58 52 79 52 73 98 82 60 60 86 224 825 52 52
leaf_count=79 60 74 87 55 56 53 58 52 79 52 73 98 82 60 60 86 224 825 52 52
internal_value=0 0.00170028 0.00205323 0.00151323 0.00200892 0.00302775 0.00305649 0.00261339 0.00261288 0.00233869 0.00310306 0.000901884 0.00350046 0.0030586 0.003031 0.00261838 0.00308203 0.00299567 0.00336479 0.0031472
internal_weight=0 561 389 198 111 1756 1703 162 191 131 1541 172 155 1386 1326 146 1180 904 276 110
internal_count=2317 561 389 198 111 1756 1703 162 191 131 1541 172 155 1386 1326 146 1180 904 276 110
is_linear=0
shrinkage=0.00255085


Tree=1482
num_leaves=27
num_cat=0
split_feature=3 3 43 0 52 3 43 3 49 0 0 3 16 3 52 3 43 159 52 159 0 49 43 16 0 43
split_gain=145.694 44.3996 32.4746 25.5165 17.8019 19.2392 17.0733 14.2693 10.4558 10.2694 8.30496 6.61952 4.47728 4.30226 4.21399 3.40375 2.76042 2.43372 2.37533 2.60068 2.18497 1.88101 1.39357 1.34981 0.984738 0.288262
threshold=-0.052614999999999995 0.25468500000000005 -0.031974999999999996 -0.069389999999999993 -0.26738999999999996 -0.10919499999999999 -0.13868499999999997 0.11745500000000002 -0.054509999999999996 -0.073399999999999979 -0.074544999999999986 0.084735000000000019 -0.18776499999999999 -0.14265999999999998 -0.064819999999999989 -0.076969999999999997 -0.082389999999999977 0.078675000000000009 0.11614000000000001 -0.023859999999999996 -0.047049999999999995 0.089355000000000004 -0.077704999999999982 0.11021500000000002 -0.083604999999999985 -0.074974999999999986
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=3 2 6 12 20 -6 -2 9 -8 11 -10 -4 22 -14 16 -7 23 -18 21 25 -5 24 -1 -15 -16 -20
right_child=1 -3 7 4 5 15 8 -9 10 -11 -12 -13 13 14 18 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0035187998646703939 0.0035201747756078549 0.0012285144084341793 0.004658083219744551 0.0039732915626685163 0.0023650731182296124 0.0042374725397657451 0.0027930889445758099 0.00251590147337202 0.00083241567402026926 0.00303364609988095 0.0021817268958793865 0.0036789858982296084 0.005005505679861951 0.0044893106434212024 0.0045619154187000049 0.0034434913870862978 0.0034135105788184977 0.004132366709194926 0.0044808942331934516 0.003718402046059359 0.0046384493609632977 0.0040441367127007919 0.0040781020333983519 0.0039651524198587472 0.0043737240520744106 0.0042114317273506761
leaf_weight=52 53 98 82 58 103 56 55 63 57 69 53 85 55 71 367 79 64 52 54 64 63 69 58 53 330 54
leaf_count=52 53 98 82 58 103 56 55 63 57 69 53 85 55 71 367 79 64 52 54 64 63 69 58 53 330 54
internal_value=0 0.00274207 0.00302892 0.00413459 0.00355352 0.00316382 0.00230893 0.00355377 0.00191971 0.00383072 0.00148278 0.0041599 0.00428989 0.00433233 0.00430088 0.00377304 0.00400967 0.00373598 0.00437536 0.00411288 0.00431983 0.00443427 0.00381394 0.00426549 0.00447285 0.00434641
internal_weight=0 615 517 1702 359 238 218 299 165 236 110 167 1343 1233 1178 135 240 116 938 172 121 766 110 124 697 108
internal_count=2317 615 517 1702 359 238 218 299 165 236 110 167 1343 1233 1178 135 240 116 938 172 121 766 110 124 697 108
is_linear=0
shrinkage=0.0024518


Tree=1483
num_leaves=16
num_cat=0
split_feature=13 4 0 4 1 4 11 0 4 0 43 52 15 2 16
split_gain=3.59901 3.00752 2.92127 9.58532 8.52399 2.53596 2.39297 2.86669 3.75314 6.42055 3.18084 3.08105 2.15175 1.58507 2.02816
threshold=-0.16392499999999996 0.04105000000000001 -0.0042749999999999993 -0.15333499999999997 0.081540000000000015 0.50373500000000015 0.078065000000000009 -0.10653 0.061375000000000006 -0.15135999999999997 -0.14839499999999997 0.0043000000000000009 0.083285000000000012 0.11756000000000001 0.0086100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 8 9 -2 12 -10 -9 14 -12
right_child=2 -3 3 -5 -6 -7 -8 10 11 -11 13 -13 -14 -15 -16
leaf_value=-0.0019573606566437927 0.0013373059626269946 0.0011247031268123422 -0.0012856413783126702 -0.0024552415290843349 0.0036945752128800195 -0.00018704918290076249 0.0035714534746105826 0.0046436932015917337 0.00053557732426099368 -0.0029944552688308014 0.0017436056564126836 0.0034953479305314056 0.0020359495242298097 0.0029443652030355051 0.00076758992011795812
leaf_weight=56 80 70 53 76 93 75 63 60 80 58 1081 61 65 86 260
leaf_count=56 80 70 53 76 93 75 63 60 80 58 1081 61 65 86 260
internal_value=0 -0.000244263 0.00147801 0.000399308 0.00188596 0.00159957 0.00167038 0.00160491 0.000679119 -0.000482522 0.00177127 0.0018168 0.00328851 0.00163829 0.00155445
internal_weight=0 126 2191 222 146 1969 1894 1831 279 138 1552 141 125 1427 1341
internal_count=2317 126 2191 222 146 1969 1894 1831 279 138 1552 141 125 1427 1341
is_linear=0
shrinkage=0.00991364


Tree=1484
num_leaves=18
num_cat=0
split_feature=0 15 40 16 43 42 2 16 3 51 40 15 2 133 481 2 51
split_gain=2.58557 5.31248 4.82675 12.6062 11.3672 3.34557 2.57651 2.27248 1.93738 3.88278 2.37327 4.26517 1.91762 3.20247 2.33326 1.66003 0.779184
threshold=-0.069389999999999993 0.03981500000000001 -0.041534999999999996 0.053535000000000006 -0.082354999999999984 0.11623000000000001 -0.00097499999999999985 0.27252000000000004 0.11745500000000002 -0.22575499999999996 -0.080519999999999994 -0.23055999999999996 0.088885000000000006 0.024130000000000002 -0.08706499999999999 0.12131500000000002 -0.23644499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -3 -1 -6 9 -8 -11 -12 14 -14 -13 -10 -9
right_child=1 5 3 4 7 -7 8 16 15 10 11 12 13 -15 -16 -17 -18
leaf_value=0.0028523646589018142 0.0017887067885900636 0.0030918265924719545 -0.0031028351459665804 -0.0028841019813418242 0.0029575562780732004 0.00033480155403474128 0.0033464984887637541 0.001758935122452914 -0.0010615695692323703 -0.00063140091265727674 0.0034768795139117157 -0.00044931701023556215 6.9137573950874429e-05 0.0014199066201671722 0.0013958964275799361 0.00099994039268863351 0.00045861088500493487
leaf_weight=61 89 78 92 54 55 53 56 52 54 56 54 52 297 218 847 58 91
leaf_count=61 89 78 92 54 55 53 56 52 54 56 54 52 297 218 847 58 91
internal_value=0 0.000484103 3.22095e-05 -0.000421971 0.000556399 0.00197708 0.00114305 0.00149517 0.00108137 0.0011576 0.00107711 0.00114235 0.00105313 0.000641095 0.00128907 5.19159e-06 0.000932088
internal_weight=0 564 433 344 252 131 1753 198 1692 1580 1524 1468 1414 515 899 112 143
internal_count=2317 564 433 344 252 131 1753 198 1692 1580 1524 1468 1414 515 899 112 143
is_linear=0
shrinkage=0.0084612


Tree=1485
num_leaves=13
num_cat=0
split_feature=1 4 2 1 51 4 481 157 481 48 1 159
split_gain=9.46798 3.41418 4.63734 3.59458 5.72218 3.24522 2.36876 3.11047 2.49805 2.31721 1.29801 0.592932
threshold=0.14218000000000003 -0.21586499999999997 0.12708000000000003 0.078435000000000019 -0.04652499999999999 -0.14236999999999997 -0.086354999999999987 -0.10151999999999999 -0.0087899999999999975 0.11247500000000001 0.11846000000000002 -0.061769999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 -3 -7 -8 11 -10 -4 -9
right_child=-2 2 10 4 -6 6 7 8 9 -11 -12 -13
leaf_value=8.7427130370079168e-05 -0.0015704535774352334 -0.00073645161962541115 0.00020737347773941919 0.00087288610526958441 0.0034995621221610351 -0.00035840949964843495 -0.00072582990173598091 0.0012846070971705356 0.00072793671892533972 0.0021043475614066151 -0.0010182089067789619 0.0022060130960956221
leaf_weight=53 79 63 62 76 62 77 54 58 1588 52 83 58
leaf_count=53 79 63 62 76 62 77 54 58 1588 52 83 58
internal_value=0 0.000687294 0.000612412 0.00150829 0.00205348 0.000694696 0.000742513 0.000789385 0.00083602 0.000771621 -0.000493695 0.0017459
internal_weight=0 2286 2095 191 138 1950 1887 1810 1756 1640 145 116
internal_count=2365 2286 2095 191 138 1950 1887 1810 1756 1640 145 116
is_linear=0
shrinkage=0.00641253


Tree=1486
num_leaves=24
num_cat=0
split_feature=15 12 150 12 13 16 133 15 52 42 12 12 11 12 159 160 13 13 42 42 150 15 52
split_gain=187.062 74.264 44.6193 26.5465 21.2561 16.0046 15.6614 14.7271 10.4962 9.65781 9.29499 6.66062 4.92946 3.71127 3.71214 3.69438 2.81728 2.69933 2.4721 2.71031 2.63601 2.36526 1.15681
threshold=-0.24269999999999997 0.077755000000000005 0.10980500000000001 0.093270000000000006 -0.0011949999999999997 -0.24235499999999996 -1.0000000180025095e-35 -0.42759999999999992 -0.087239999999999984 0.12160000000000001 -0.040564999999999997 -0.08947999999999999 1.0000000180025095e-35 0.083715000000000026 0.088800000000000004 -0.060309999999999996 -0.049744999999999991 -0.076734999999999984 0.088200000000000014 0.089150000000000021 0.081245000000000026 -1.0000000180025095e-35 -0.27209499999999992
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=7 2 4 12 6 -5 -2 10 -6 15 -1 -8 13 -3 18 -7 17 -17 20 -20 -15 -10 -18
right_child=1 3 -4 5 8 9 11 -9 21 -11 -12 -13 -14 14 -16 16 22 -19 19 -21 -22 -23 -24
leaf_value=0.00095145950457836389 0.0032247078301121898 0.0041147731486136834 0.00077089086048176677 0.0019671292055821769 0.0038464791622730885 0.0029478091119148637 0.0024021061764851808 0.00014356639714523326 0.0026680351606973717 0.0023289859624935072 0.0021089580096940166 0.0014192631871919497 0.0042268409135406736 0.0037754015842425739 0.0031424124876924496 0.003572354747269431 0.003335769219559249 0.0029482056196787816 0.0030353845695662643 0.0035816916011374837 0.003294417997386593 0.0032458956814451277 0.0036655721200241141
leaf_weight=78 53 74 61 53 80 102 56 60 98 52 57 79 74 535 76 52 76 92 54 226 61 52 164
leaf_count=78 53 74 61 53 80 102 56 60 98 52 57 79 74 535 76 52 76 92 54 226 61 52 164
internal_value=0 0.00326774 0.00251083 0.00348213 0.00276468 0.00310973 0.00222125 0.00104146 0.00320878 0.00322225 0.00144035 0.00182713 0.0036822 0.00364289 0.00360619 0.00331778 0.00341599 0.00317375 0.0036464 0.00347642 0.00372621 0.00286852 0.00356123
internal_weight=0 2170 479 1691 418 591 188 195 230 538 135 135 1100 1026 952 486 384 144 876 280 596 150 240
internal_count=2365 2170 479 1691 418 591 188 195 230 538 135 135 1100 1026 952 486 384 144 876 280 596 150 240
is_linear=0
shrinkage=0.00217713


Tree=1487
num_leaves=20
num_cat=0
split_feature=2 2 13 2 150 0 0 13 13 52 13 12 52 159 151 2 16 2 42
split_gain=121.776 44.9265 22.5306 16.17 22.9899 15.9162 9.92723 10.0218 9.6985 6.71456 5.73166 4.14264 3.20342 5.14454 4.69765 3.77052 2.72472 3.53081 1.04762
threshold=0.11891500000000001 -1.0000000180025095e-35 -0.10899499999999999 0.10255500000000002 1.0000000180025095e-35 -0.067094999999999988 -0.079119999999999982 0.059130000000000009 -0.0016149999999999999 0.0060650000000000009 -0.13710499999999998 0.095165000000000013 0.26959000000000005 -0.46319999999999995 0.055020000000000006 0.088850000000000012 -0.15796999999999997 0.091250000000000012 0.097785000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 10 8 -1 -4 18 9 -5 -3 -10 14 -14 16 -15 -12 -18 -8
right_child=2 3 6 4 -6 -7 7 -9 11 -11 12 -13 13 15 -16 -17 17 -19 -20
leaf_value=0.0023811075104285952 0.00024538943061428657 0.0035987849057960639 0.00080863061805486549 0.0018087839179162437 0.0011539875672964609 0.0010165206558447419 0.0024492080209199745 0.001100691388976319 0.0034104933131770426 0.0027535889853733475 0.0033615166870588254 0.0026674395718658478 0.0031233938053311025 0.0019222896540110346 0.0023169605910789478 0.0027229411272819636 0.0029862997147919118 0.0026905052371422162 0.002028178177139477
leaf_weight=72 74 55 53 73 56 85 55 52 72 65 72 66 59 52 55 56 1011 227 55
leaf_count=72 74 55 53 73 56 85 55 52 72 65 72 66 59 52 55 56 1011 227 55
internal_value=0 0.00274057 0.00126159 0.0028304 0.00240164 0.00164246 0.00161125 0.00187369 0.00265471 0.00225397 0.00292008 0.00305529 0.0028957 0.00261539 0.00292998 0.00233765 0.0029557 0.00293208 0.0022389
internal_weight=0 2076 289 1919 332 157 215 162 276 138 1587 138 1532 167 1365 108 1310 1238 110
internal_count=2365 2076 289 1919 332 157 215 162 276 138 1587 138 1532 167 1365 108 1310 1238 110
is_linear=0
shrinkage=0.00213444


Tree=1488
num_leaves=20
num_cat=0
split_feature=1 43 13 13 4 40 147 15 123 13 43 403 403 13 43 13 160 4 15
split_gain=8.39548 3.75623 3.5187 4.06265 3.07704 3.64107 2.79641 3.39531 2.51446 2.41099 2.88853 1.90359 2.87403 1.92411 1.16606 1.1341 1.11713 1.48497 0.723116
threshold=0.13869000000000004 0.074650000000000008 -0.099939999999999987 0.024780000000000003 0.0071200000000000005 -0.0057599999999999986 1.0000000180025095e-35 -0.032704999999999991 0.081180000000000016 0.049530000000000012 -0.086809999999999984 -0.53317999999999988 -0.092059999999999989 -0.077549999999999994 -0.012014999999999998 -0.009329999999999998 -0.10335499999999999 0.40473500000000007 0.086275000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 15 7 8 16 11 18 -7 14 -14 -13 -1 -6 -18 -11
right_child=-2 2 3 -5 6 9 -8 -9 -10 10 -12 12 13 -15 -16 -17 17 -19 -20
leaf_value=0.0033643726830478037 -0.0013040562724434828 0.0034922603912316045 0.00036520263649554352 0.0030584826236589356 0.001676029101519872 -0.00035703077569081712 -0.0013493318313328052 0.0025015103879576926 -0.0011254105128745316 0.0002627775137551059 -0.000981020948772482 0.0029208595839953101 0.0013711983750408377 0.00068587599664799608 0.0014649809266191788 0.0017380009032509568 0.00075659131157112354 -0.00063717860728075397 0.0014791153940198615
leaf_weight=52 101 71 98 56 53 52 53 52 63 55 80 78 567 483 64 58 192 65 72
leaf_count=52 101 71 98 56 53 52 53 52 63 55 80 78 567 483 64 58 192 65 72
internal_value=0 0.00104506 0.00202305 0.00134513 0.000937103 0.00110853 0.000377106 0.000592603 0.000326253 0.00100241 0.000205157 0.001135 0.00120016 0.00105603 0.00226529 0.00250761 0.000621543 0.00040375 0.000953025
internal_weight=0 2264 225 154 2039 1561 478 425 373 1451 207 1244 1192 1050 142 110 310 257 127
internal_count=2365 2264 225 154 2039 1561 478 425 373 1451 207 1244 1192 1050 142 110 310 257 127
is_linear=0
shrinkage=0.00797318


Tree=1489
num_leaves=14
num_cat=0
split_feature=4 2 12 3 4 39 14 3 4 16 2 2 43
split_gain=185.89 68.2115 39.7729 27.408 19.0434 17.5569 17.378 12.3966 7.2772 8.8719 6.91379 6.20302 4.70828
threshold=0.27161500000000005 0.13673000000000005 -0.011819999999999999 0.13772500000000001 -0.0047649999999999993 0.088025000000000006 0.019675000000000002 0.11372500000000001 -0.49862999999999996 0.0086100000000000013 0.090225000000000014 0.11500500000000001 -0.0083249999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 11 7 8 -4 10 -10 -2 -11
right_child=3 -3 6 -5 -6 -7 -8 -9 9 12 -12 -13 -14
leaf_value=0.0018285677886610051 0.0029216389415309125 0.0015681653904865245 0.0045334615835962494 -3.1465254339530995e-05 0.0034471574904282086 0.00094785532713825523 0.0050390803802642251 0.0026396103380353416 0.0040116262430427846 0.003302585001621036 0.0036047825709795713 0.0018798135631855927 0.0040077604389834294
leaf_weight=88 71 90 88 56 87 76 72 53 932 266 346 67 73
leaf_count=88 71 90 88 56 87 76 72 53 932 266 346 67 73
internal_value=0 0.0036568 0.00375054 0.00149513 0.00263339 0.00189473 0.00385735 0.00380894 0.00384528 0.00380781 0.0039015 0.00241601 0.00345451
internal_weight=0 2095 2005 270 175 214 1830 1758 1705 1617 1278 138 339
internal_count=2365 2095 2005 270 175 214 1830 1758 1705 1617 1278 138 339
is_linear=0
shrinkage=0.0024518


Tree=1490
num_leaves=23
num_cat=0
split_feature=1 12 47 43 4 4 49 11 15 15 15 16 124 15 43 12 50 49 16 15 43 15
split_gain=203.568 48.977 25.075 18.0736 16.3296 12.2642 12.8723 10.5137 13.5386 9.13199 11.7483 6.73028 5.34644 5.30491 4.51206 4.39466 2.94613 1.96296 2.10797 1.67398 1.36136 0.831221
threshold=0.11810000000000001 0.077755000000000005 0.085505000000000012 -0.065804999999999989 0.049545000000000006 -0.032764999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.42759999999999992 -0.085749999999999979 0.0073350000000000004 -0.086289999999999992 -0.11664999999999999 -0.06656999999999999 0.091910000000000006 0.10861000000000003 -0.0090499999999999973 -0.0096099999999999988 -0.065599999999999978 -0.085594999999999991 -0.014614999999999998
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 3 9 12 7 -5 -7 11 -9 -2 -11 16 -1 -8 20 -6 17 -3 -19 -17 -13 -18
right_child=2 4 -4 5 15 6 13 8 -10 10 -12 14 -14 -15 -16 19 21 18 -20 -21 -22 -23
leaf_value=0.0025429838989450082 0.0014455085515328546 0.0033505421908142873 0.0023094642755535138 0.0036901737667517569 0.0033601845704739615 0.0020409549991222036 0.0036998261912755612 0.0036174945819894468 0.0050900475219410601 -0.00025385986271380106 0.0012117104160117961 0.0036396388050298494 0.001639630368539725 0.0027168142605304589 0.0027166992968306329 0.0029257834336159833 0.0034756031834553198 0.0036676280374401586 0.003990782546361901 0.0024170883117525508 0.0032367101104333893 0.0031103603090549955
leaf_weight=55 79 83 88 88 89 85 53 74 53 56 52 74 79 56 64 81 76 751 117 54 99 55
leaf_count=55 79 83 88 88 89 85 53 74 53 56 52 74 79 56 64 81 76 751 117 54 99 55
internal_value=0 0.0033646 0.0013318 0.0026826 0.00353448 0.00300184 0.00268949 0.00362098 0.00423221 0.000871593 0.000451566 0.00356211 0.00201059 0.00319501 0.00322229 0.00297596 0.00363652 0.00367976 0.00371121 0.00272248 0.0034092 0.00332244
internal_weight=0 2086 275 416 1670 282 194 1446 127 187 108 1319 134 109 237 224 1082 951 868 135 173 131
internal_count=2361 2086 275 416 1670 282 194 1446 127 187 108 1319 134 109 237 224 1082 951 868 135 173 131
is_linear=0
shrinkage=0.00222067


Tree=1491
num_leaves=18
num_cat=0
split_feature=30 49 0 50 3 48 3 16 16 0 4 4 16 15 3 50 0
split_gain=3.26173 3.33552 2.81428 4.31089 4.00228 4.27797 3.86197 8.73034 2.46372 2.34259 2.80363 2.16248 8.77089 1.80739 1.044 0.858085 1.40604
threshold=0.086065000000000016 -0.15378499999999998 -0.079249999999999987 0.10883000000000001 0.12991000000000003 -0.023659999999999997 -0.046329999999999989 1.0000000180025095e-35 -0.086219999999999977 -0.18901999999999997 0.032965000000000001 -0.086264999999999994 0.15737500000000001 -0.082674999999999985 0.095555000000000015 -0.22547499999999998 -0.071969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -8 -4 -7 -11 12 -10 -5 -9 -13 -17
right_child=-2 2 6 13 -6 9 7 14 11 10 -12 15 -14 -15 -16 16 -18
leaf_value=0.0040650803220873156 -0.0008642713155151933 -0.00036979520938350762 0.0034321169875368208 0.0012867628290487692 0.0042526510914312615 0.0038703273868178922 -0.002422099705563428 0.00077245426338575093 -0.0030495755440852917 0.0021744013597690694 0.00085918292255034645 0.00044871048753782609 0.0024164465446794799 -0.0011356304503850286 0.0026620779739084657 0.0011392069996566281 0.0023624089011011571
leaf_weight=56 55 81 61 62 77 67 92 60 52 854 206 56 71 64 60 181 206
leaf_count=56 55 81 61 62 77 67 92 60 52 854 206 56 71 64 60 181 206
internal_value=0 0.00162616 0.00156541 0.00184129 0.00201631 0.00187367 0.00110131 -7.8044e-05 0.00150024 0.00203501 0.0019189 0.00129185 0.00010473 5.54841e-05 0.00171817 0.00162121 0.0017906
internal_weight=0 2306 2250 1411 1285 1208 839 212 627 1127 1060 566 123 126 120 443 387
internal_count=2361 2306 2250 1411 1285 1208 839 212 627 1127 1060 566 123 126 120 443 387
is_linear=0
shrinkage=0.0101119


Tree=1492
num_leaves=16
num_cat=0
split_feature=1 123 10 147 11 2 1 39 2 2 16 16 16 0 0
split_gain=122.706 36.3501 26.1335 18.2901 15.0856 15.5673 14.4546 8.63383 12.9421 6.82222 4.96243 4.09954 3.47461 3.45627 1.05824
threshold=0.11810000000000001 0.081990000000000021 -1.0000000180025095e-35 0.089365000000000014 1.0000000180025095e-35 0.097145000000000023 0.10491000000000002 0.087735000000000021 0.13775000000000001 0.12330500000000001 0.0055300000000000011 0.27252000000000004 -0.013024999999999998 -0.10891999999999999 -0.069074999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 9 8 -4 11 -8 13 -3 -1 -13
right_child=2 12 7 -5 5 -7 10 -9 -10 -11 -12 14 -14 -15 -16
leaf_value=0.0032531733779512313 0.00046637338117301271 0.0017362835473510006 0.0030353883936488552 0.0021963378118292527 0.005004057520396875 0.0035635723049877552 0.0023841975914954492 0.0015623011629611356 0.0016117632517383927 0.002767431463760974 0.0032898975209136047 0.002934854463636059 0.0025477744522931383 0.0036292848024759923 0.0033698464093465286
leaf_weight=140 58 53 89 54 70 86 78 76 52 58 52 59 56 1321 59
leaf_count=140 58 53 89 54 70 86 78 76 52 58 52 59 56 1321 59
internal_value=0 0.00342741 0.00181752 0.00349764 0.00353417 0.0042101 0.00347448 0.00217855 0.00251054 0.00353226 0.00274666 0.00356034 0.00215342 0.00359326 0.00315256
internal_weight=0 2086 275 1977 1923 156 1767 217 141 1637 130 1579 109 1461 118
internal_count=2361 2086 275 1977 1923 156 1767 217 141 1637 130 1579 109 1461 118
is_linear=0
shrinkage=0.00226508


Tree=1493
num_leaves=11
num_cat=0
split_feature=160 52 0 12 12 4 448 42 13 13
split_gain=4.82011 3.45445 3.01141 3.19895 3.40206 3.76351 3.44067 3.37101 2.79242 2.21543
threshold=-0.54119499999999987 0.51524500000000006 0.13830500000000004 -0.10236499999999998 0.11999500000000002 0.24099500000000004 -0.050549999999999991 0.090445000000000011 -0.014114999999999997 -0.16392499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -7 -8
right_child=1 -3 -4 4 -6 7 9 -9 -10 -11
leaf_value=0.0034944162433831879 0.0028997991173531886 -0.00073404263957249508 -0.00061678842724821083 0.0033226749308536536 0.0028679855614638663 0.0023452933988508504 -0.00039145691873908339 -0.0012773089729032599 2.720168769268897e-05 0.0012514760052239776
leaf_weight=60 76 62 58 52 78 53 56 74 98 1694
leaf_count=60 76 62 58 52 78 53 56 74 98 1694
internal_value=0 0.00115871 0.00121116 0.00125981 0.00120056 0.00113635 0.00126019 0.000144202 0.000841412 0.00119885
internal_weight=0 2301 2239 2181 2105 2027 1802 225 151 1750
internal_count=2361 2301 2239 2181 2105 2027 1802 225 151 1750
is_linear=0
shrinkage=0.00813264


Tree=1494
num_leaves=25
num_cat=0
split_feature=15 12 147 13 12 15 48 3 15 12 39 0 15 16 3 15 49 16 133 13 48 158 16 13
split_gain=225.909 94.6537 25.3471 21.8547 20.2482 15.5138 13.1108 12.8703 13.7908 10.6068 9.78851 7.71975 5.97257 5.36411 4.52638 4.41134 3.84976 3.09436 2.67323 2.5927 1.36031 1.44462 1.07247 1.04467
threshold=-0.25061999999999995 0.077755000000000005 0.089365000000000014 -0.0011949999999999997 0.13332500000000003 -0.42759999999999992 0.091150000000000023 -0.0042999999999999991 -0.085499999999999979 0.087745000000000004 0.082810000000000009 -0.094314999999999996 -0.03886499999999999 0.081265000000000018 -0.13795999999999997 -0.05332499999999999 -0.0096099999999999988 0.0063750000000000013 -0.14361499999999996 -0.089024999999999979 0.08975000000000001 0.084765000000000021 0.18612500000000001 0.0037100000000000002
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=5 2 3 6 9 10 11 -5 -9 13 -1 -2 15 16 -14 20 -3 23 -18 -20 21 -11 -10 -16
right_child=1 4 -4 7 -6 -7 -8 8 22 12 -12 -13 14 -15 17 -17 18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0017150646313826728 0.0029743387361673887 0.0031954950277245453 0.00093736359838494075 0.0020816647652733885 0.0021423836524583103 -0.00021168146287310998 0.0012132130194400835 0.0024704073983790507 0.004034143747404054 0.0032709032741554856 0.00045018920434085493 0.0018733438336892467 0.0040213448017454492 0.0044325639658305202 0.0035801892287904567 0.0025881920495901957 0.0042399458862950809 0.003070147872108677 0.0032681642190137026 0.0037772610672823746 0.0034953375487786491 0.002855266991302393 0.0035797522076068925 0.0033228618375208026
leaf_weight=67 63 67 55 54 54 63 68 59 54 205 55 63 80 54 378 54 53 88 58 363 99 53 52 102
leaf_count=67 63 67 55 54 54 63 68 59 54 205 55 63 80 54 378 54 53 88 58 363 99 53 52 102
internal_value=0 0.00323918 0.00235423 0.00254286 0.00348165 0.000682885 0.00199974 0.00302386 0.00333207 0.00352536 0.00114503 0.00242403 0.00339184 0.00376297 0.00352499 0.00318184 0.00369609 0.00345504 0.0037668 0.00370718 0.00327157 0.00318561 0.00381146 0.00352556
internal_weight=0 2176 468 413 1708 185 194 219 165 1654 122 126 1059 595 648 411 541 568 474 421 357 258 106 480
internal_count=2361 2176 468 413 1708 185 194 219 165 1654 122 126 1059 595 648 411 541 568 474 421 357 258 106 480
is_linear=0
shrinkage=0.00222067


Tree=1495
num_leaves=16
num_cat=0
split_feature=48 0 1 0 10 1429 1429 2 0 2 51 51 2 2 2
split_gain=3.74935 4.12218 5.17336 2.81852 4.86964 3.37232 4.5853 2.66055 2.89812 3.03414 2.74271 3.25515 2.62561 2.40513 1.54872
threshold=-0.088899999999999993 -0.14097999999999997 0.093170000000000017 -0.11208499999999998 -0.089679999999999982 0.084885000000000002 0.094630000000000006 0.097880000000000009 -0.072864999999999985 0.10575500000000002 0.11178000000000002 0.091505000000000017 0.11225500000000001 0.089540000000000022 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 -3 -5 7 -7 10 14 -10 11 -6 -4 -2 -9
right_child=1 3 12 4 5 6 -8 8 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0030125319419210708 0.00026123175499336362 0.002328903780530463 -0.0019758449873251357 -0.0012016605124899251 0.0011720014774134811 0.0035926755157244627 0.00065805485569563526 0.00031946568161635212 -0.00066216864238831993 0.0012038554466361577 -0.00020792550334043658 0.0030934624090661364 6.5380167546440793e-05 0.0024621252373833043 -0.0015045657523225099
leaf_weight=52 61 98 66 54 1191 68 54 52 61 253 77 52 77 52 53
leaf_count=52 61 98 66 54 1191 68 54 52 61 253 77 52 77 52 53
internal_value=0 0.000971288 7.29467e-05 0.00108549 0.00102182 0.00108638 0.0022944 0.00100159 0.00047965 0.000841092 0.0011672 0.00125245 -0.000876163 0.00127474 -0.000600472
internal_weight=0 2269 256 2013 1915 1861 122 1739 419 314 1320 1243 143 113 105
internal_count=2321 2269 256 2013 1915 1861 122 1739 419 314 1320 1243 143 113 105
is_linear=0
shrinkage=0.0075133


Tree=1496
num_leaves=18
num_cat=0
split_feature=39 50 14 41 4 16 43 4 50 482 133 43 50 160 50 15 159
split_gain=4.36892 3.6458 3.65566 3.44609 3.63833 4.96587 2.59344 2.50381 2.21309 1.90602 1.06311 1.01166 0.868233 0.809354 1.39879 0.757683 0.596213
threshold=0.099745000000000014 0.07826000000000001 -0.10708499999999999 0.082095000000000015 -0.21586499999999997 0.25032500000000008 -0.14044999999999999 -0.088004999999999986 0.089915000000000009 0.097035000000000024 0.085650000000000018 -0.049914999999999994 0.10944000000000002 -0.013084999999999998 0.10647500000000001 0.084050000000000014 -0.092279999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 15 -8 -3 -9 13 -2 -12 16 -15 -6 -10
right_child=11 8 3 -5 6 -7 7 9 10 -11 12 -13 -14 14 -16 -17 -18
leaf_value=0.0030501345591102832 -0.0015385684743905981 0.0033608823081035084 0.0042911876683433816 -0.0012402487779923288 0.0025475312625991369 0.00098580504924881572 -0.0011960409598741188 0.00064603874493274649 0.0019893807289548546 0.0022468797336869933 0.0017462941073901606 0.00012295073128494772 0.00041722405198295413 0.0013575068643117286 0.0031736538628935464 0.0012550600429872358 0.00069106358326013399
leaf_weight=56 55 56 53 59 67 94 53 1261 52 58 62 54 90 58 70 69 54
leaf_count=56 55 56 53 59 67 94 53 1261 52 58 62 54 90 58 70 69 54
internal_value=0 0.00105484 0.000879643 0.000808674 0.000881773 0.00217817 0.000755339 0.000642554 0.0017562 0.000716502 0.00152315 -0.000714585 0.000959951 0.0018886 0.00235143 0.00189247 0.00132884
internal_weight=0 2212 1770 1714 1655 147 1508 1372 442 1319 386 109 152 234 128 136 106
internal_count=2321 2212 1770 1714 1655 147 1508 1372 442 1319 386 109 152 234 128 136 106
is_linear=0
shrinkage=0.00863042


Tree=1497
num_leaves=21
num_cat=0
split_feature=4 3 150 43 39 4 3 4 16 49 52 14 3 4 12 16 399 16 4 15
split_gain=190.438 61.1945 34.1442 15.8405 9.10279 8.88415 7.94983 9.50657 11.0713 6.8148 6.64077 5.17266 4.69297 9.86964 4.62471 4.04342 2.89413 2.84894 2.14928 0.963382
threshold=0.30163500000000004 -0.058704999999999993 0.089155000000000012 -0.033174999999999989 0.096625000000000016 0.024315000000000003 0.149315 -0.14538499999999996 -0.0088649999999999996 -0.081429999999999989 -0.037619999999999994 -0.10708499999999999 -0.16048499999999996 -0.11205499999999999 0.088245000000000004 -0.10803999999999998 0.083985000000000018 -0.53870999999999991 -0.0093249999999999982 -0.086599999999999996
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 5 3 10 11 9 7 -5 -9 -1 -3 -2 -11 -14 18 19 -16 -13 -15 -7
right_child=4 2 -4 6 -6 15 -8 8 -10 12 -12 17 13 14 16 -17 -18 -19 -20 -21
leaf_value=0.0024211747550058229 0.0014997997724542898 0.0011838388499939752 0.00044778593078735401 0.0038807480891088395 -0.00044183237646566514 0.0033263898241797595 0.0018850249471609685 0.0032065880240305998 0.0016651709052240553 0.0039785648467519025 0.0024301298439442605 0.0010069212026196136 0.0022097482506740432 0.0034853386479030603 0.0031957422872105419 0.0023059929084979897 0.003851781289608407 0.00021303712978007442 0.0038890579473980242 0.0028151690497898261
leaf_weight=56 55 77 72 71 56 58 52 100 52 92 53 54 54 379 626 89 54 86 132 53
leaf_count=56 55 77 72 71 56 58 52 100 52 92 53 54 54 379 626 89 54 86 132 53
internal_value=0 0.00301671 0.00216597 0.00247136 0.000519802 0.00327144 0.0028396 0.00306206 0.00267945 0.00334813 0.00169216 0.000796111 0.00338693 0.00334319 0.00339456 0.00273713 0.00324788 0.000519456 0.00358968 0.00308255
internal_weight=0 2070 477 405 251 1593 275 223 152 1393 130 195 1337 1245 1191 200 680 140 511 111
internal_count=2321 2070 477 405 251 1593 275 223 152 1393 130 195 1337 1245 1191 200 680 140 511 111
is_linear=0
shrinkage=0.00270699


Tree=1498
num_leaves=27
num_cat=0
split_feature=4 12 51 49 13 4 16 11 4 3 16 51 12 1 1 16 16 13 3 156 4 403 13 16 4 4
split_gain=3.37855 3.55302 3.46871 3.65559 4.63306 3.10797 4.45706 3.09292 5.53272 3.21641 3.01469 4.10398 2.87674 2.16965 4.12893 3.53628 1.92934 1.64396 1.54063 1.50309 1.45511 0.898873 0.822487 0.943293 0.692872 1.18086
threshold=0.0015850000000000003 -0.10853999999999998 -0.10998999999999999 -0.081589999999999982 -0.0097099999999999981 -0.012224999999999998 -0.011694999999999999 0.079300000000000009 -0.37626499999999991 -0.072024999999999992 0.0048200000000000005 -0.40771999999999992 0.081810000000000008 1.0000000180025095e-35 0.10244000000000002 -0.52830499999999991 -0.0021749999999999994 -0.087634999999999977 -0.086524999999999977 0.092190000000000008 0.49433000000000005 -1.0000000180025095e-35 -0.086254999999999984 -0.014149999999999998 0.056815000000000011 0.17982000000000001
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 19 4 -4 6 12 8 -8 -10 13 -12 -5 24 -15 -16 22 21 -19 -1 -17 -14 -7 -24 -3 -26
right_child=1 10 3 5 -6 16 7 -9 9 -11 11 -13 17 14 15 20 -18 18 -20 -21 -22 -23 23 -25 25 -27
leaf_value=0.0039590334995596201 0.0027288245554717735 0.002152292256182397 0.0012800689610299976 0.00354397560254996 -0.002590605900156087 0.0026713209062811829 0.003213021832785737 -0.0019534739741415078 0.00049166919862994878 -0.0021617111672110048 0.00083473438469508054 -0.0024296211429590759 0.0011777459223653371 -0.0014459461341882903 0.0028318615382099776 -0.00069162391921168739 0.0037030550283471044 0.00095146237234112856 0.0019666544042908993 0.0018602417313322861 0.0010896636557447396 -0.00051809629066221609 0.0019995291618182397 0.00045111353999370725 9.3983090630497958e-07 0.0019509572843673462
leaf_weight=56 59 75 61 57 52 64 58 52 205 52 64 77 53 101 61 88 60 240 314 70 79 61 89 60 57 56
leaf_count=56 59 75 61 57 52 64 58 52 205 52 64 77 53 101 61 88 60 240 314 70 79 61 89 60 57 56
internal_value=0 0.000488564 0.00127565 0.00114616 -0.000500226 0.00128252 0.001055 0.000199063 0.000554725 -4.48058e-05 0.000287535 -0.000947206 0.00148815 0.00062448 0.000157513 0.000868264 0.00219223 0.00131257 0.00152704 0.00279385 0.000150412 0.000269429 0.00176616 0.00137669 0.00144113 0.00096822
internal_weight=0 717 1604 1478 113 1365 1092 367 315 257 658 141 725 517 329 228 273 668 554 126 167 114 213 149 188 113
internal_count=2321 717 1604 1478 113 1365 1092 367 315 257 658 141 725 517 329 228 273 668 554 126 167 114 213 149 188 113
is_linear=0
shrinkage=0.00952868


Tree=1499
num_leaves=22
num_cat=0
split_feature=1 1 12 14 0 4 16 0 2 1 4 0 2 52 52 0 482 52 12 12 1213
split_gain=248.822 51.3528 25.2779 18.9769 18.7494 14.4605 12.4351 10.9361 8.88117 6.38306 5.9564 5.86893 4.25461 3.90967 6.34552 3.00917 2.19294 2.47342 1.38487 1.28039 0.652399
threshold=0.10538500000000002 0.12419000000000001 0.087545000000000026 0.062655000000000016 -0.13314999999999996 0.032965000000000001 -0.39442499999999997 -0.079249999999999987 0.13880500000000004 0.089910000000000004 0.036620000000000007 0.13830500000000004 0.10925000000000001 -0.42113499999999993 -0.074744999999999992 -0.081574999999999995 0.081345000000000015 0.088425000000000017 0.090255000000000016 0.083715000000000026 -0.011244999999999998
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 12 4 9 7 -3 16 -8 -1 -4 13 -2 -9 -15 18 17 19 -7 -6 -19
right_child=1 6 10 -5 5 15 8 11 -10 -11 -12 -13 -14 14 -16 -17 -18 20 -20 -21 -22
leaf_value=0.002919567545476624 0.0019457306205661233 -0.00010647620664793306 0.0035356412849459886 0.0045684007981720244 0.0039942710860479775 0.0031555338413388912 0.0017521407016378731 0.0036878544024900551 0.00039680729260269598 0.0018352029686058847 0.002404140331859973 0.0023871351730155293 0.0011716965566959578 0.0025067674321895515 0.0032716606714124634 0.0023377189337758153 0.0031195571457201948 0.0031700370477628372 0.0026514346607822256 0.0036462020757558086 0.0034696552361173612
leaf_weight=61 69 103 54 66 71 77 54 87 58 65 54 54 102 78 326 74 58 60 55 531 164
leaf_count=61 69 103 54 66 71 77 54 87 58 65 54 54 102 78 326 74 58 60 55 531 164
internal_value=0 0.00137911 0.00205948 0.00330201 0.00325454 0.00332343 0.000496109 0.00340933 0.0010505 0.00236038 0.00297013 0.00314113 0.00148418 0.003224 0.00312405 0.00272742 0.00357465 0.00360657 0.00294569 0.0036873 0.00338952
internal_weight=0 494 279 1827 1761 1635 215 1429 112 126 108 545 171 491 404 206 884 826 132 602 224
internal_count=2321 494 279 1827 1761 1635 215 1429 112 126 108 545 171 491 404 206 884 826 132 602 224
is_linear=0
shrinkage=0.00240373


Tree=1500
num_leaves=9
num_cat=0
split_feature=97 13 1375 13 12 9 1 457
split_gain=3.19191 2.7577 2.45407 2.55339 1.78248 2.1157 2.36545 2.27414
threshold=-0.0047149999999999996 0.26746000000000009 -0.14438999999999999 0.22245000000000001 0.11553000000000001 0.085355000000000014 0.14218000000000003 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.0011471746856954782 -0.00092340943765589973 0.0025559375672178884 0.00077295481566996903 -0.0009491608103255045 0.0019576634999087738 -0.00073506650211123913 0.0025628047075269295 0.002451398033301778
leaf_weight=55 54 60 1886 52 96 56 53 55
leaf_count=55 54 60 1886 52 96 56 53 55
internal_value=0 0.000834534 0.000788632 0.000830733 0.000873902 0.000823108 0.000866912 0.00082056
internal_weight=0 2312 2252 2198 2146 2050 1994 1941
internal_count=2367 2312 2252 2198 2146 2050 1994 1941
is_linear=0
shrinkage=0.00813264


Tree=1501
num_leaves=21
num_cat=0
split_feature=4 3 2 2 2 4 14 4 2 4 3 2 2 12 4 2 47 43 13 12
split_gain=333.035 108.223 34.2136 36.1227 13.325 13.1113 12.8393 12.6331 10.3758 6.97093 11.3713 8.26867 6.94818 5.79538 4.5708 4.17854 2.93241 2.0725 2.2075 0.712064
threshold=0.30163500000000004 -0.06340999999999998 0.10859000000000001 -0.007134999999999999 0.12708000000000003 -0.057539999999999994 0.076175000000000007 0.0047850000000000011 0.14721500000000001 -0.49862999999999996 -0.15197999999999998 0.090000000000000011 0.10045500000000002 0.083785000000000012 -0.010739999999999998 0.093365000000000017 0.10350500000000001 0.0035900000000000007 0.0015850000000000003 0.098400000000000015
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 6 3 -3 12 -5 9 -7 14 -1 -11 13 -2 -12 -4 -9 -15 18 -13 -19
right_child=4 2 8 5 -6 7 -8 15 -10 10 11 17 -14 16 -16 -17 -18 19 -20 -21
leaf_value=0.013534127772536247 0.0093217456186105978 0.010091969632143215 0.011420591672779288 0.013026330680468294 0.0087128235170043384 0.011119686414293674 0.013886007985234908 0.01279942331390598 0.0095969338886664427 0.011542976382026083 0.013468054650320705 0.012588396172506079 0.010345494286422636 0.012780364930065759 0.010423815590672085 0.011864761320877012 0.012258392100066094 0.011878920062503344 0.012096331418653506 0.012305825055868247
leaf_weight=53 76 59 55 83 97 82 53 65 54 57 72 271 86 838 58 54 73 56 73 52
leaf_count=53 76 59 55 83 97 82 53 65 54 57 72 271 86 838 58 54 73 56 73 52
internal_value=0 0.0123804 0.0113965 0.0118402 0.00943383 0.0122033 0.0126944 0.0118633 0.010485 0.0126535 0.0126222 0.012665 0.00986538 0.012792 0.0109092 0.0123755 0.0127386 0.0123887 0.0124841 0.0120847
internal_weight=0 2108 510 343 259 284 1598 201 167 1545 1492 1435 162 983 113 119 911 452 344 108
internal_count=2367 2108 510 343 259 284 1598 201 167 1545 1492 1435 162 983 113 119 911 452 344 108
is_linear=0
shrinkage=0.0024518


Tree=1502
num_leaves=15
num_cat=0
split_feature=31 403 129 12 3 447 15 403 3 13 130 3 42 15
split_gain=3.52202 2.40247 2.59207 2.77425 2.31843 2.14959 2.45746 2.1569 2.29772 1.82426 1.65892 1.48418 1.3992 0.978752
threshold=-0.051829999999999994 -0.089364999999999986 0.10359500000000001 0.11486500000000001 -0.086049999999999988 0.089095000000000021 -0.2987999999999999 -0.081664999999999988 -0.085499999999999979 -0.050754999999999995 -0.004324999999999999 -0.058704999999999993 -0.04825999999999999 -0.47252999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 5 12 6 13 8 -8 -6 -9 -5 -2 -3
right_child=1 2 -4 11 9 -7 7 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.00062390533870657994 0.0020297583605868967 0.00094041815346034084 0.0027839112093105776 0.0032770936060102238 0.00063581165092335332 -0.00028896666422735192 -0.0010406615457632981 0.0022983517865311342 0.001241041415652231 0.0022128726671204473 0.0012198614283838621 0.001464763626832565 0.0037456946375807863 -0.00042234805340481661
leaf_weight=60 65 53 61 54 94 68 52 93 56 86 1433 57 53 82
leaf_count=60 65 53 61 54 94 68 52 93 56 86 1433 57 53 82
internal_value=0 0.00129351 0.00119625 0.0011465 0.00194893 0.0010739 0.00112633 0.00121008 0.000141671 0.00138976 0.00128564 0.00234719 0.00280118 0.000112046
internal_weight=0 2307 2009 1948 298 1837 1769 1634 108 180 1526 111 118 135
internal_count=2367 2307 2009 1948 298 1837 1769 1634 108 180 1526 111 118 135
is_linear=0
shrinkage=0.00781684


Tree=1503
num_leaves=31
num_cat=0
split_feature=12 15 12 150 15 3 3 12 15 15 123 15 39 15 3 3 15 51 15 51 15 51 3 12 12 15 12 15 403 3
split_gain=257.717 49.2473 40.9616 27.0068 24.5546 16.8537 27.6487 14.82 8.1416 8.55335 7.86717 5.60583 4.63638 3.32299 9.25044 4.10345 2.80187 2.64423 2.35377 3.47396 1.97738 1.94571 1.43205 1.28653 1.01751 0.857311 0.853353 0.576211 0.469967 0.401331
threshold=0.054520000000000006 -0.2987999999999999 0.13820000000000002 0.10980500000000001 -0.23041999999999999 0.10812000000000001 -0.0063999999999999986 0.088335000000000011 -0.035449999999999988 -0.05332499999999999 0.081990000000000021 -1.0000000180025095e-35 0.088025000000000006 0.029300000000000003 -0.096404999999999991 -0.091869999999999993 -0.092729999999999993 -0.0093849999999999992 0.091230000000000019 -0.055564999999999996 -0.077559999999999976 0.023625000000000004 -0.086264999999999994 0.090775000000000008 0.085905000000000023 -0.059484999999999989 0.091445000000000012 0.087010000000000018 -0.070299999999999987 -0.079979999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 5 -2 6 10 13 9 17 -3 16 -1 15 -15 -6 -8 20 19 -10 -9 -19 -17 -21 28 -24 -20 -26 -16 -28
right_child=2 3 -4 -5 7 -7 11 8 18 -11 -12 -13 -14 14 24 22 -18 21 26 23 -22 -23 25 -25 27 -27 29 -29 -30 -31
leaf_value=0.00931459544181607 0.010445698357833039 0.010756075000842118 0.010013163665335065 0.0091126804980780976 0.011507246736141291 0.0099143163562542529 0.011666802924775101 0.012285669569969614 0.011601999448760125 0.010707964529413997 0.009740264731322083 0.012169448037860447 0.0084441675966116896 0.013299560848284243 0.012248715153143904 0.012504317537237233 0.010923242991631612 0.011324399372178356 0.0120996203906381 0.012030718928004657 0.01169068580715984 0.011799009750907578 0.01223310779901198 0.012374732292292238 0.012525108707535131 0.011906995502812857 0.011635199073548035 0.012222312716044464 0.01193989350328112 0.01185345264681262
leaf_weight=83 54 88 58 61 52 101 55 56 55 53 72 61 52 53 66 69 53 109 58 100 66 82 125 155 87 75 87 70 60 151
leaf_count=83 54 88 58 61 52 101 55 56 55 53 72 61 52 53 66 69 53 109 58 100 66 82 125 155 87 75 87 70 60 151
internal_value=0 0.0101923 0.0118873 0.0105257 0.0119519 0.0107261 0.0109753 0.0120018 0.0118235 0.0115549 0.0102991 0.0116153 0.0089795 0.0122655 0.0124257 0.0120979 0.0113021 0.0116982 0.0119856 0.0121268 0.011964 0.0115283 0.0122119 0.0122399 0.0122619 0.0121109 0.0118377 0.0123903 0.0121018 0.0117738
internal_weight=0 626 1741 491 1683 430 329 1629 972 366 160 169 135 657 336 321 108 313 606 310 122 191 269 255 283 200 296 157 126 238
internal_count=2367 626 1741 491 1683 430 329 1629 972 366 160 169 135 657 336 321 108 313 606 310 122 191 269 255 283 200 296 157 126 238
is_linear=0
shrinkage=0.00226508


Tree=1504
num_leaves=28
num_cat=0
split_feature=1 52 1 150 1 151 0 0 0 52 42 13 4 403 42 16 1 4 1212 13 3 159 49 159 42 52 16
split_gain=157.817 33.5141 15.213 13.4906 9.57152 13.5787 6.80479 6.43941 10.5786 6.08397 5.21845 9.96945 4.8187 3.85008 3.61283 9.3069 2.95298 6.02025 2.52341 1.98258 3.06859 1.61371 1.70451 1.50796 1.33506 1.25879 0.898912
threshold=0.104035 -0.41304999999999997 0.12500000000000003 1.0000000180025095e-35 0.088415000000000007 -0.024429999999999997 -0.14989499999999997 -0.14310999999999999 -0.072174999999999975 0.092320000000000013 0.093565000000000023 -0.28558999999999996 0.0071200000000000005 -0.085534999999999986 0.087260000000000018 -0.064539999999999986 0.097195000000000017 -0.079554999999999987 0.041590000000000009 -0.085669999999999982 -0.086264999999999994 0.08351500000000002 0.10290500000000001 -0.018164999999999997 -0.091559999999999989 1.0000000180025095e-35 -0.034109999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 6 -6 -1 -3 -9 12 11 -4 18 -11 15 -15 17 -7 19 20 -8 22 -14 -16 -21 -20 -19
right_child=1 2 10 -5 5 16 9 8 -10 13 -12 -13 21 14 23 -17 -18 26 25 24 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0037724162548935227 0.0031903753438462046 0.0015165059511627556 0.00060293699861470058 0.0011306795577967117 0.0019736827023337602 0.0023174943544279807 0.0039544935195012518 0.0031356717100791106 0.0018535361042199313 0.0033768685554449837 0.00045679876981771631 0.0017663243713250171 0.002495405927023553 0.0029108276848648518 0.0032711745150544444 0.0017362400660320668 0.0033046265566704812 0.0029532576256619874 0.0027722225312020129 0.0034963633434148757 0.0033281285017028278 0.0031875559939994655 0.0030170241340986442 0.0028031347181239293 0.0031842140555981011 0.0031874307030969528 0.0033133753663771421
leaf_weight=78 64 52 66 92 88 77 55 59 69 56 58 81 73 93 57 52 89 102 69 84 134 52 55 88 391 79 54
leaf_count=78 64 52 66 92 88 77 55 59 69 56 58 81 73 93 57 52 89 102 69 84 134 52 55 88 391 79 54
internal_value=0 0.00168113 0.00147858 0.00182298 0.0030468 0.00274754 0.00313343 0.00217669 0.00244471 0.00309617 0.0010215 0.00124415 0.0031848 0.00284198 0.0027386 0.00248976 0.00295896 0.00282682 0.00325788 0.00331666 0.00351053 0.00285501 0.00271972 0.00298729 0.00323947 0.00299401 0.00307807
internal_weight=0 541 477 272 1826 410 1416 180 128 1338 205 147 992 346 290 145 322 233 812 664 189 180 128 145 475 148 156
internal_count=2367 541 477 272 1826 410 1416 180 128 1338 205 147 992 346 290 145 322 233 812 664 189 180 128 145 475 148 156
is_linear=0
shrinkage=0.00222067


Tree=1505
num_leaves=21
num_cat=0
split_feature=12 52 40 14 12 12 4 150 0 12 52 12 12 0 4 12 151 0 133 40
split_gain=5.50481 4.9733 9.83014 4.03 2.72101 2.80989 5.43477 2.62361 2.57628 2.48587 2.09548 4.5646 3.1524 2.00363 2.53329 1.80177 1.28063 1.1025 1.06636 0.468477
threshold=-0.011819999999999999 0.048565000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14472000000000004 0.078515000000000015 -0.053824999999999991 0.084680000000000019 -0.23046999999999998 0.087745000000000004 0.0033500000000000005 0.083995000000000014 0.084055000000000005 0.11535000000000002 -0.093344999999999997 0.085945000000000008 -0.08323499999999999 -0.10566999999999999 -0.0011249999999999999 -0.076644999999999977
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 2 7 -2 5 6 -5 19 -8 10 12 -12 -7 14 -11 -14 -16 -10 -13 -1
right_child=3 -3 -4 4 -6 9 8 -9 17 13 11 18 15 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0028387513566164556 0.004652510997810823 0.0029926891332371212 -0.0029465201993543171 0.0031421396272770801 0.00016222439260389426 0.0047906239427892676 0.001876135305565385 -0.00020498211841126371 -0.0015042435981522568 5.4176213163578942e-05 -0.00019064428863339877 0.0023520382281327482 0.0020141754999503068 0.0037896729134158065 0.0035149166023307039 0.0037150399785941591 0.0020673990204651696 0.0004092879430729228 0.0037081151739270825 0.0016524613697178514
leaf_weight=55 61 79 61 96 55 100 61 59 52 53 52 127 120 61 57 100 883 53 85 63
leaf_count=55 61 79 61 96 55 100 61 59 52 53 52 127 120 61 57 100 883 53 85 63
internal_value=0 0.0009616 0.000286996 0.00228648 0.0022126 0.0022719 0.00137275 0.00140193 0.000348891 0.00241566 0.00290505 0.00228782 0.00341396 0.00214441 0.00204324 0.00278775 0.00215528 -0.000537416 0.00289622 0.00220624
internal_weight=0 317 238 2016 1955 1900 262 177 166 1638 584 264 320 1054 993 220 940 105 212 118
internal_count=2333 317 238 2016 1955 1900 262 177 166 1638 584 264 320 1054 993 220 940 105 212 118
is_linear=0
shrinkage=0.00934185


Tree=1506
num_leaves=19
num_cat=0
split_feature=4 2 124 2 11 2 160 42 42 16 4 40 484 474 16 4 16 4
split_gain=142.322 44.9224 25.9825 19.4083 8.77318 11.9666 7.02412 6.68567 8.4394 5.71919 5.49939 3.48376 3.47158 7.03222 3.50061 2.0419 1.79626 1.66243
threshold=0.30163500000000004 0.13388500000000003 -0.043384999999999993 0.14870000000000003 1.0000000180025095e-35 0.10272000000000002 -0.074049999999999991 0.080060000000000006 -0.038454999999999996 -0.48186499999999993 0.046720000000000005 -0.082074999999999995 -0.029994999999999997 0.085295000000000024 -0.0068949999999999992 -0.15618499999999999 -0.11777499999999998 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 6 5 10 -2 8 -7 -8 12 -1 14 -14 -4 -6 -12 -9
right_child=3 -3 4 -5 15 7 9 17 -10 -11 16 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0017831719378286017 0.0024834998845654427 0.0016918420657965271 0.0039853885594569325 0.00020304113083360374 0.003672222023551257 0.0031483695465156563 0.0019209600530443781 0.0036059386021188972 0.002047272802665446 0.0010249471162541136 0.0032065808774442836 0.0026091416499458989 0.0034644465489629185 0.0028174504500966301 0.0033938042761378199 0.0042425826216607697 0.0027009045707202966 0.0030191538535210213
leaf_weight=52 52 96 123 55 73 69 81 53 81 72 94 58 999 99 96 64 64 52
leaf_count=52 52 96 123 55 73 69 81 53 81 72 94 58 999 99 96 64 64 52
internal_value=0 0.00323579 0.00331075 0.00142222 0.00337506 0.0033304 0.0017492 0.00286765 0.00255394 0.00149947 0.00341038 0.00221891 0.00345937 0.00340613 0.00372618 0.00393885 0.00300191 0.00331558
internal_weight=0 2073 1977 260 1867 1730 205 255 150 153 1475 110 1317 1098 219 137 158 105
internal_count=2333 2073 1977 260 1867 1730 205 255 150 153 1475 110 1317 1098 219 137 158 105
is_linear=0
shrinkage=0.00231039


Tree=1507
num_leaves=23
num_cat=0
split_feature=2 1 12 13 49 4 2 1 12 51 4 156 156 2 4 402 16 2 399 157 4 52
split_gain=9.19029 3.15376 3.62794 9.33113 3.88223 2.92703 2.86306 2.34243 2.28292 3.94824 3.24232 2.3059 2.43876 2.1919 3.87954 1.49805 1.30353 1.18118 1.07558 1.11491 1.11151 1.04709
threshold=0.17730000000000004 0.090485000000000024 -0.010219999999999998 -0.009329999999999998 0.059705000000000001 0.42098500000000005 0.11366500000000002 0.092900000000000024 0.088005000000000014 0.091085000000000013 -0.14236999999999997 0.090100000000000013 0.083635000000000015 0.099675000000000014 -0.053824999999999991 -0.024724999999999997 -0.046599999999999996 0.083815000000000014 0.083635000000000015 -0.065184999999999979 0.060575000000000011 -0.10886
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 6 5 7 -3 -4 9 11 -10 12 15 16 -15 -1 -9 -17 19 -12 21 -21
right_child=-2 2 4 -5 -6 -7 -8 13 10 -11 18 -13 -14 14 -16 17 -18 -19 -20 20 -22 -23
leaf_value=0.0034806276389845519 -0.001888268914648019 0.0025625249904925574 0.00042095561036254028 -0.0025593985013923752 0.0039615084397182998 -0.0004204724268465134 0.00022210968879371421 0.0034761023438921825 -0.00034707893142462402 0.0048802699560806101 0.00069660830760822224 0.00055196281019369005 0.0039346706049104129 0.0027657738060560041 -9.2733271189254139e-05 0.0029011822290584376 0.002036924729092008 0.0018619487071026841 0.0030876376307657554 0.0030773408942541842 0.0010581954955074017 0.0019639567578461745
leaf_weight=73 52 100 78 59 63 52 73 101 52 53 60 54 82 76 77 115 103 385 64 83 88 390
leaf_count=73 52 100 78 59 63 52 73 101 52 53 60 54 82 76 77 115 103 385 64 83 88 390
internal_value=0 0.00192842 0.00146578 0.000523543 0.00186306 0.0015914 0.00157551 0.00183212 0.0021697 0.00251464 0.00181293 0.00233767 0.00248474 0.00214018 0.00132655 0.00227707 0.00274993 0.00210116 0.00197704 0.00186243 0.00198694 0.00215953
internal_weight=0 2281 782 232 550 487 173 435 1499 762 737 709 655 357 153 573 204 500 685 621 561 473
internal_count=2333 2281 782 232 550 487 173 435 1499 762 737 709 655 357 153 573 204 500 685 621 561 473
is_linear=0
shrinkage=0.00897909


Tree=1508
num_leaves=19
num_cat=0
split_feature=3 0 150 13 128 403 10 0 43 11 15 15 1 1 1 43 475 15
split_gain=6.11256 2.34154 3.77258 3.06097 2.72553 2.61381 2.19454 2.76025 2.53336 2.88384 2.27066 6.34887 1.92306 1.54924 1.8228 3.94172 1.1109 0.200345
threshold=0.30835000000000007 -0.074204999999999979 0.11156000000000001 -0.15010999999999997 0.104145 0.025280000000000004 -0.005834999999999999 0.0060900000000000008 -0.015804999999999996 0.077415000000000012 0.091570000000000012 -0.0015749999999999998 0.089710000000000026 0.11634000000000001 0.089150000000000021 -0.078139999999999973 -0.085719999999999977 0.11231500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 6 -3 10 -9 -10 11 12 -8 14 16 -16 -5 -12
right_child=-2 5 -4 4 -6 -7 7 8 9 -11 17 -13 -14 -15 15 -17 -18 -19
leaf_value=0.0039595905146141775 -0.00070921586630700391 -0.00036509109517323638 -0.00011948010203673242 0.003061255095116476 -0.00014097181043004825 -0.00074927622706638674 0.0022485383631161569 0.004075271208303771 0.00056015313887381856 0.0032572884540011584 0.0017900268672329683 -0.0021851244789911082 0.00055328436657101933 0.00048800024089114095 0.0013014273045910986 0.0034896432364534121 0.0017361399997462452 0.0025667239419381142
leaf_weight=57 94 55 77 54 54 52 97 53 73 57 57 52 122 59 110 168 989 53
leaf_count=57 94 55 77 54 54 52 97 53 73 57 57 52 122 59 110 168 989 53
internal_value=0 0.00162736 0.00181743 0.00191752 0.00183629 0.00118307 0.00134556 0.00151255 0.00241933 0.00174348 0.00107675 0.000634622 0.00130459 0.00191373 0.00197733 0.00262415 0.00180484 0.00216513
internal_weight=0 2239 1568 1491 1434 671 619 564 183 130 381 271 219 1380 1321 278 1043 110
internal_count=2333 2239 1568 1491 1434 671 619 564 183 130 381 271 219 1380 1321 278 1043 110
is_linear=0
shrinkage=0.00897909


Tree=1509
num_leaves=9
num_cat=0
split_feature=3 1452 9 14 124 14 51 1
split_gain=4.38383 3.01666 2.66375 2.50918 1.98611 2.73108 2.06529 2.35592
threshold=0.32329500000000005 0.09921000000000002 -1.0000000180025095e-35 0.023790000000000002 0.0049200000000000008 -0.10708499999999999 -0.26631499999999991 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=-0.00059400259184200146 -0.00096818217448458622 0.0034127127162612669 0.0030507149254710608 0.0028375465172086173 -0.0003919830593843543 0.0027279015083267579 0.0014490963442245499 0.00081670435293048499
leaf_weight=58 67 52 67 81 55 70 1102 781
leaf_count=58 67 52 67 81 55 70 1102 781
internal_value=0 0.00131583 0.00126654 0.00131664 0.00125722 0.00130217 0.00124214 0.00118685
internal_weight=0 2266 2214 2156 2075 2020 1953 1883
internal_count=2333 2266 2214 2156 2075 2020 1953 1883
is_linear=0
shrinkage=0.00880303


Tree=1510
num_leaves=17
num_cat=0
split_feature=14 4 124 1453 2 4 43 3 4 1 1 3 160 4 4 4
split_gain=3.58743 3.11217 2.64721 2.29806 2.77407 3.77799 5.1573 3.27357 2.83904 4.3466 9.09323 3.08128 2.9493 1.96677 1.7366 1.38676
threshold=-0.10708499999999999 0.55608500000000005 -0.086289999999999992 -0.065549999999999983 0.08647500000000001 -0.012089999999999998 -0.0070549999999999996 -0.072024999999999992 -0.0073899999999999999 0.083555000000000018 0.10790500000000001 0.095555000000000015 0.0065900000000000012 0.014585000000000002 -0.085574999999999984 0.17982000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 13 14 11 15 -11 12 -6 -7 -5 -10
right_child=1 -3 3 4 8 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0028731632868473568 0.0028977751656323165 -0.0010548328663989429 -0.00039125118085631664 0.0022279602281924677 0.00078081921871105662 0.0023981116332159771 0.0042438956635729988 -0.00071479794350531563 0.00070121081237378962 -0.0036626775132503489 0.0008152278145193714 0.0028052829756168842 0.0025509467577164019 0.00022449156151656261 0.0010719066747794928 0.0023204747715560537
leaf_weight=102 72 54 82 160 560 82 93 67 275 61 101 94 92 61 344 53
leaf_count=102 72 54 82 160 560 82 93 67 275 61 101 94 92 61 344 53
internal_value=0 0.00111639 0.0011698 0.00111121 0.00117156 0.00158938 0.00256448 0.0011862 0.000898678 0.000356797 -0.000870294 0.00125447 0.00103074 0.00147159 0.0014391 0.000963158
internal_weight=0 2251 2197 2125 2043 807 236 571 1236 490 162 746 652 143 504 328
internal_count=2353 2251 2197 2125 2043 807 236 571 1236 490 162 746 652 143 504 328
is_linear=0
shrinkage=0.00915867


Tree=1511
num_leaves=24
num_cat=0
split_feature=4 2 2 2 4 12 2 12 131 2 12 12 11 1429 52 4 4 4 4 483 4 2 52
split_gain=137.845 49.7332 17.1701 11.036 13.057 8.84843 6.58041 5.94798 5.33059 7.3397 5.20846 3.31205 3.03113 2.57157 2.86954 2.14573 2.01734 1.7275 1.20096 1.06734 0.810192 0.263092 0.206179
threshold=0.30163500000000004 0.10859000000000001 0.14234000000000005 -0.0091949999999999983 -0.085574999999999984 0.089005000000000015 0.089045000000000013 0.083370000000000014 0.079610000000000014 0.11543000000000002 0.084115000000000009 0.093995000000000009 0.079300000000000009 0.08401500000000002 0.23893500000000004 -0.031874999999999994 -0.097514999999999977 -0.00059999999999999995 -0.074219999999999994 1.0000000180025095e-35 0.50569000000000008 0.085075000000000026 -0.069694999999999993
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=1 3 5 -1 10 -3 11 -8 9 -2 22 13 16 14 -6 -7 -12 -13 -9 -20 -11 -18 -5
right_child=8 2 -4 4 6 15 7 18 -10 20 12 17 -14 -15 -16 -17 21 -19 19 -21 -22 -23 -24
leaf_value=0.0026635842610071413 0.0022617099813600616 0.0023186320765386675 0.0015396688173818368 0.0043662564437583493 0.0038072074986991475 0.0034969535977487933 0.0027874948366152074 0.0037154736828104874 0.00087317220565094969 0.0011065755841471474 0.0043791103273024181 0.0035200503411584143 0.0033439000050806932 0.0032151624910835459 0.0032305760569994214 0.0029306268838078997 0.0039310931236176379 0.0029603598517668958 0.0032988816668339735 0.0036477821261677308 0.0015179076078342298 0.00370062484378955 0.0045947414020283735
leaf_weight=71 86 103 72 53 609 82 103 75 53 52 56 86 54 55 55 75 73 52 247 66 61 58 56
leaf_count=71 86 103 72 53 609 82 103 75 53 52 56 86 54 55 55 75 73 52 247 66 61 58 56
internal_value=0 0.00343316 0.00257922 0.00359341 0.00363227 0.00286699 0.00352472 0.0033023 0.00155157 0.00173212 0.00404644 0.00365212 0.00384848 0.00371788 0.00375948 0.00322658 0.00399405 0.00330934 0.00343889 0.00337253 0.00132885 0.00382925 0.00448388
internal_weight=0 2101 332 1769 1698 260 1348 491 252 199 350 857 241 719 664 157 187 138 388 313 113 131 109
internal_count=2353 2101 332 1769 1698 260 1348 491 252 199 350 857 241 719 664 157 187 138 388 313 113 131 109
is_linear=0
shrinkage=0.00240373


Tree=1512
num_leaves=16
num_cat=0
split_feature=49 48 14 12 43 157 52 43 12 12 1447 1 13 4 12
split_gain=3.44145 2.82357 2.69214 3.27047 10.5888 4.79602 7.16535 4.44009 3.12242 2.38973 2.2624 1.85522 1.33894 2.55003 1.94358
threshold=-0.07107999999999999 0.091545000000000015 -0.23960999999999996 0.083570000000000019 -0.116045 -0.07797999999999998 0.084755000000000011 -0.069824999999999984 -0.029844999999999997 0.084055000000000005 -0.085024999999999989 0.078435000000000019 -0.14179999999999995 0.19411000000000003 0.11769500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 4 -4 -6 7 -7 -9 -5 -11 -1 -12 14 -14
right_child=2 -3 3 9 5 6 -8 8 -10 10 12 -13 13 -15 -16
leaf_value=0.0016469349077273077 0.0024664768224904915 0.00045652068706836729 0.0039914575860502764 0.0028376723819751514 -0.0025505131930296169 -0.0011246732187742024 -0.0020498389859724118 0.0028090637681900217 0.00071707438905190576 -0.00052074029789746701 -0.00020620159445289138 0.003450903157962809 0.0011876795197353512 0.0029158292857348503 -0.00032120095826138431
leaf_weight=76 89 58 53 59 52 70 82 75 183 64 53 97 1214 61 67
leaf_count=76 89 58 53 59 52 70 82 75 183 64 53 97 1214 61 67
internal_value=0 0.00210635 0.000996646 0.000932255 0.000337707 -8.12472e-05 0.000231703 0.00080237 0.00132557 0.0011339 0.00106494 0.00265894 0.00113775 0.0011909 0.00110869
internal_weight=0 231 2122 2033 515 462 410 328 258 1518 1459 173 1395 1342 1281
internal_count=2353 231 2122 2033 515 462 410 328 258 1518 1459 173 1395 1342 1281
is_linear=0
shrinkage=0.00863042


Tree=1513
num_leaves=11
num_cat=0
split_feature=10 1 49 2 123 14 15 39 41 2
split_gain=2.70634 2.91521 2.59787 3.11448 1.96624 2.32863 4.46678 3.24509 3.01644 1.57168
threshold=0.058500000000000003 0.14804000000000003 -0.07107999999999999 0.10364000000000001 0.09394000000000001 -0.24175999999999997 -0.23488499999999998 0.084845000000000018 0.077565000000000009 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -4 -7 8 -8 -1
right_child=-2 -3 4 -5 -6 6 7 -9 -10 -11
leaf_value=0.0022374720154155962 -0.0010516033085348233 0.0032107875420265336 0.0027503030987168497 0.0037763237018577133 -0.00086855673416970554 -0.0015453194849174958 0.00096080036683406425 0.0028683995373548245 -0.0010448846167862989 0.00036542856663889374
leaf_weight=76 55 53 60 60 54 64 1707 75 68 81
leaf_count=76 55 53 60 60 54 64 1707 75 68 81
internal_value=0 0.00104442 0.000993232 0.0019651 0.000889191 0.000937326 0.000880441 0.000964413 0.000883907 0.00127228
internal_weight=0 2298 2245 217 2028 1974 1914 1850 1775 157
internal_count=2353 2298 2245 217 2028 1974 1914 1850 1775 157
is_linear=0
shrinkage=0.00934185


Tree=1514
num_leaves=10
num_cat=0
split_feature=30 3 448 50 51 147 52 4 4
split_gain=2.8283 3.56609 1.73413 2.43077 1.51615 2.33141 1.4559 2.88167 2.3653
threshold=0.085875000000000021 -0.23303499999999996 -0.051794999999999994 -1.0000000180025095e-35 -0.22361999999999996 0.087070000000000022 -0.059354999999999991 -0.15333499999999997 0.42953500000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 -8
right_child=-2 2 3 4 5 -7 8 -9 -10
leaf_value=0.0025954900670701704 -0.0012542722612387154 -0.00054264408649848123 -0.00063224955785368142 0.0023828735275184319 0.0022622787806750116 0.002701777913662909 0.00083392964770862053 6.5484942717763389e-05 0.0023133185071435177
leaf_weight=90 53 78 89 53 55 53 1402 387 93
leaf_count=90 53 78 89 53 55 53 1402 387 93
internal_value=0 0.000843019 0.000771608 0.000819735 0.000883036 0.000843042 0.000792134 0.000339059 0.000926023
internal_weight=0 2300 2210 2132 2043 1990 1937 442 1495
internal_count=2353 2300 2210 2132 2043 1990 1937 442 1495
is_linear=0
shrinkage=0.00897909


Tree=1515
num_leaves=17
num_cat=0
split_feature=2 13 2 2 15 12 13 13 151 123 151 42 160 151 15 48
split_gain=10.6644 3.56107 3.21289 3.79134 2.94066 4.60179 3.80222 5.65167 2.85205 2.94538 2.2448 1.69342 1.59128 1.56576 1.4472 1.13956
threshold=0.16730000000000003 0.26171000000000005 0.10613000000000002 -0.10238999999999998 -0.032264999999999995 0.086085000000000009 -0.004004999999999999 0.00023500000000000005 -0.091649999999999995 0.085215000000000013 -0.083844999999999989 0.083795000000000022 -0.064339999999999994 -0.044604999999999992 0.11231500000000001 0.094925000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 12 -8 11 10 -10 -5 -4 -12 -7 -14
right_child=-2 -3 4 8 5 14 7 -9 9 -11 13 -13 15 -15 -16 -17
leaf_value=-0.0011911661151466127 -0.0028742572331553833 0.002367499482117401 -0.0014552742970808314 0.0028567157661266284 -0.0027927847012661046 0.00086928006278126949 0.002956480231922035 -0.00039692247028478385 -0.00067789352073651017 0.0023379372693622083 0.00191360570252179 0.00093411768328463432 0.00065936756172763251 0.00058307583090837884 -0.00092192422589272766 -0.00077752819377303938
leaf_weight=64 55 61 52 55 52 54 65 54 81 57 54 53 86 1406 52 52
leaf_count=64 55 61 52 55 52 54 65 54 81 57 54 53 86 1406 52 52
internal_value=0 0.000540252 0.000490388 0.000639576 -7.48785e-05 -0.000925467 0.000359785 0.00143408 0.000708303 0.000626767 0.00056342 0.00191398 -0.000312632 0.000632343 -8.65211e-06 0.000117336
internal_weight=0 2298 2237 1770 467 158 309 119 1706 1598 1541 108 190 1460 106 138
internal_count=2353 2298 2237 1770 467 158 309 119 1706 1598 1541 108 190 1460 106 138
is_linear=0
shrinkage=0.00766357


Tree=1516
num_leaves=20
num_cat=0
split_feature=4 3 2 2 2 3 123 2 4 4 4 14 4 4 15 4 49 2 12
split_gain=204.215 70.547 33.0317 14.1697 16.0634 13.2078 13.5578 9.10159 5.63563 5.49742 4.14231 4.00568 3.8764 5.23723 3.84383 3.78887 3.67874 3.43899 1.67121
threshold=0.27287000000000006 -0.065259999999999999 0.14234000000000005 -0.0050599999999999994 0.099450000000000024 0.25468500000000005 0.085740000000000011 0.11366500000000002 0.053455000000000009 -0.057539999999999994 -0.049324999999999994 0.023790000000000002 -0.49269499999999994 -0.099704999999999974 -0.071614999999999984 0.41816000000000003 0.088340000000000016 0.090050000000000005 0.092495000000000008
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 -3 10 6 15 8 11 -6 -5 12 -1 -14 -12 -2 -11 -15 -10
right_child=5 2 -4 4 9 -7 -8 -9 18 16 14 -13 13 17 -16 -17 -18 -19 -20
leaf_value=0.0047082941792956695 0.0025602063080050188 0.0019530224212223383 0.0010030358459621517 0.0043019763768919854 0.0035030584890267872 0.00028664157522947128 0.00067116704880718992 0.0032033627148561521 0.0038268060374684249 0.002218350712061801 0.0038625273285013534 0.0048082414147033476 0.0032723977061708421 0.0041663620406813149 0.002989789697158728 0.001744564792889304 0.0030517024874184701 0.0038458433789426141 0.0032263879955173693
leaf_weight=62 64 57 52 71 52 56 62 85 64 91 91 52 54 892 52 89 56 292 59
leaf_count=62 64 57 52 71 52 56 62 85 64 91 91 52 54 892 52 89 56 292 59
internal_value=0 0.00374486 0.00293294 0.0031464 0.00331104 0.00139065 0.00167808 0.00401653 0.00406337 0.00278884 0.00379651 0.00411105 0.00408314 0.00405181 0.00354536 0.00208593 0.002536 0.00408734 0.00353902
internal_weight=0 2082 522 470 413 271 215 1560 1475 199 214 1352 1300 1238 143 153 147 1184 123
internal_count=2353 2082 522 470 413 271 215 1560 1475 199 214 1352 1300 1238 143 153 147 1184 123
is_linear=0
shrinkage=0.00255085


Tree=1517
num_leaves=18
num_cat=0
split_feature=1 1 12 14 48 2 4 4 15 4 4 39 124 48 4 15 484
split_gain=156.181 38.6435 25.216 18.1126 10.8215 10.5051 7.74836 7.16405 6.17961 4.78289 9.32814 7.80885 4.48713 3.38035 7.35969 3.54032 3.3801
threshold=0.10312500000000001 0.13554500000000003 0.087245000000000003 0.062655000000000016 -0.077484999999999984 0.11366500000000002 0.50373500000000015 0.046720000000000005 -0.050699999999999995 -0.015104999999999999 0.056815000000000011 0.087690000000000004 -0.076779999999999987 0.093265000000000015 -0.50665499999999986 -0.082674999999999985 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 -1 12 -3 -4 -7 -2 -11 -12 -6 14 -14 -15 -16
right_child=1 6 7 -5 5 8 -8 -9 -10 10 11 -13 13 15 16 -17 -18
leaf_value=0.0017202237195025501 0.0017711521206909165 0.00076847873889381751 0.0028761049905158872 0.0038270836940521797 0.0020830563257209361 0.0025141276016232878 -0.00034202380187907383 0.001850985545830206 0.0014713379762038912 0.00026989537665517008 0.0018015595126897378 0.00064275395427561093 0.0036422684764397407 0.0027055265951720503 0.0027175664547662523 0.0019112878167378666 0.0031703410552940776
leaf_weight=69 57 66 78 74 58 67 74 74 60 66 83 53 54 79 1189 52 100
leaf_count=69 57 66 78 74 58 67 74 74 60 66 83 53 54 79 1189 52 100
internal_value=0 0.00125083 0.00161508 0.00268463 0.00263569 0.00267375 0.000181319 0.0023772 0.00202167 0.00116772 0.000997321 0.00135015 0.00272779 0.00275314 0.0027885 0.00239045 0.00275271
internal_weight=0 551 411 1802 1728 1659 140 152 127 259 202 136 1532 1474 1343 131 1289
internal_count=2353 551 411 1802 1728 1659 140 152 127 259 202 136 1532 1474 1343 131 1289
is_linear=0
shrinkage=0.00235659


Tree=1518
num_leaves=14
num_cat=0
split_feature=10 4 16 13 1420 48 4 16 16 16 52 16 13
split_gain=8.69511 2.83769 2.91378 2.27891 2.1686 2.23941 6.72294 5.26796 2.68533 3.7509 2.36311 1.30143 1.61766
threshold=-0.092019999999999977 0.50373500000000015 -0.43370499999999995 0.26171000000000005 -0.069964999999999986 0.093265000000000015 -0.50775499999999985 0.0048200000000000005 0.041625000000000002 0.15050500000000003 -0.14488499999999996 -0.123625 -0.083814999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 11 10 -10 -8 -7 -13
right_child=1 2 -4 -5 5 7 8 -9 9 -11 -12 12 -14
leaf_value=-0.0028326871816379347 0.0025665547800810878 0.0010897661046757586 -0.0016674810142065259 0.0028186598389128865 0.0042622148983213759 -0.00026555849421760721 0.0029784976693387859 -0.0021558321104160508 -0.0015017711331665395 0.00073700877463123452 0.00098476168355880354 0.00027943563738162634 0.0024743119408309625
leaf_weight=56 68 61 74 57 53 57 54 69 90 238 1358 55 63
leaf_count=56 68 61 74 57 53 57 54 69 90 238 1358 55 63
internal_value=0 0.000892609 -0.000420875 0.000974672 0.000924692 0.000869834 0.0009841 2.97608e-05 0.000884192 0.000122405 0.00106108 0.000892079 0.00145212
internal_weight=0 2297 135 2162 2105 2037 1793 244 1740 328 1412 175 118
internal_count=2353 2297 135 2162 2105 2037 1793 244 1740 328 1412 175 118
is_linear=0
shrinkage=0.00934185


Tree=1519
num_leaves=21
num_cat=0
split_feature=15 15 159 13 15 15 15 0 151 13 0 15 41 39 457 1210 402 402 13 157
split_gain=2.87907 8.21003 2.90021 2.46768 2.40407 1.88003 4.58395 4.76428 8.38441 10.1837 2.88779 3.26603 2.68725 2.15056 2.10713 1.34565 0.899678 1.07746 1.06385 0.521595
threshold=-0.25061999999999995 -0.42759999999999992 0.10607000000000001 0.26171000000000005 0.14344000000000004 0.03981500000000001 -0.01163 0.043875000000000004 -0.081779999999999978 -0.079464999999999994 -0.071719999999999992 0.10082000000000001 0.077565000000000009 0.086210000000000023 0.084040000000000017 -0.086074999999999985 -0.020594999999999999 -0.17105499999999998 -0.082159999999999997 -1.0000000180025095e-35
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 2 -1 4 5 6 12 8 -8 -10 15 -12 13 14 -2 -7 17 -17 -18 -9
right_child=3 -3 -4 -5 -6 10 7 19 9 -11 11 -13 -14 -15 -16 16 18 -19 -20 -21
leaf_value=0.0020974574791515414 0.00099816359809060096 -0.0036489923917699444 -0.00076614509912612406 0.002814590951420943 -0.0012676296011041755 -0.00059314695329266791 0.0015948979908982038 0.00019279165994528285 -0.0004282625440907321 -0.0063575889130433223 0.0042429686696123592 0.00096914255755937973 -0.0011765132908690408 -0.00048541070313021771 0.002481304604434951 0.00088829084161050939 0.00024036221789854685 0.0027179089027800541 0.0012046834460544742 0.0014909358277762545
leaf_weight=79 697 56 62 59 56 52 55 52 63 52 60 60 57 82 109 63 171 64 330 74
leaf_count=79 697 56 62 59 56 52 55 52 63 52 60 60 57 82 109 63 171 64 330 74
internal_value=0 -0.000437287 0.000837534 0.000814405 0.000758079 0.000813711 0.000571971 -0.000504357 -0.00158739 -0.00311027 0.00118858 0.00260694 0.000909218 0.00104322 0.00119887 0.000938124 0.00106509 0.00181114 0.000875755 0.000956034
internal_weight=0 197 141 2156 2097 2041 1241 296 170 115 800 120 945 888 806 680 628 127 501 126
internal_count=2353 197 141 2156 2097 2041 1241 296 170 115 800 120 945 888 806 680 628 127 501 126
is_linear=0
shrinkage=0.00991364


Tree=1520
num_leaves=25
num_cat=0
split_feature=3 3 39 12 12 123 13 49 3 11 0 157 3 0 49 49 3 130 42 0 12 12 12 12
split_gain=143.089 61.1422 40.0512 26.3353 22.0948 10.6699 8.14357 7.76822 6.89369 6.00634 5.84333 5.33546 3.78898 3.62312 4.56868 3.03178 2.88548 2.88507 2.02069 1.69738 1.63434 1.59988 1.15509 0.802546
threshold=-0.06340999999999998 0.30112000000000005 0.081875000000000017 0.054520000000000006 0.093270000000000006 0.085740000000000011 -0.014114999999999997 0.10581000000000002 -0.154195 0.090920000000000015 -0.23091999999999999 -0.08205999999999998 0.06269000000000001 -0.091674999999999993 1.0000000180025095e-35 -0.062709999999999974 0.099930000000000005 0.089005000000000015 0.083985000000000018 -0.086224999999999982 0.091325000000000003 0.10811000000000001 -0.086449999999999985 0.09567500000000001
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 7 -1 8 6 -4 10 -5 13 -2 18 19 -6 21 -13 -14 20 -10 -12 -17 23 -7 -15
right_child=1 -3 5 4 9 22 -8 -9 11 -11 12 15 16 14 -16 17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0023582029834570304 0.0030178027513257906 0.00082001649777404509 0.003424587272952328 0.0052763573063943706 0.0031681295729284625 0.0018759661779629904 0.0021044304442744328 0.0027119181206395311 0.0052003515232348363 0.0028856070889696308 0.0039435827050322688 0.0036581087401326711 0.0047001310980811185 0.0043149881232108517 0.0033407510947580208 0.0043789362657465263 0.0038666813545624821 0.0037330170351830443 0.0045482011366746221 0.0032730108775866941 0.004048129942053163 0.0036180727416881228 0.0013366866591067385 0.0040107770142604471
leaf_weight=57 55 102 58 54 53 52 70 56 53 53 52 56 59 90 82 674 55 60 86 52 122 55 57 191
leaf_count=57 55 102 58 54 53 52 70 56 53 53 52 56 59 90 82 674 55 60 86 52 122 55 57 191
internal_value=0 0.00267467 0.00300886 0.00409773 0.00415858 0.00219308 0.00270284 0.00359642 0.00436739 0.00371819 0.00377776 0.00432066 0.00396936 0.00381182 0.00389336 0.00424802 0.00429827 0.00428658 0.00479706 0.00360856 0.00432827 0.00402815 0.00159421 0.00410831
internal_weight=0 668 566 1686 1629 237 128 329 1105 524 273 1051 218 471 418 912 114 856 139 104 796 336 109 281
internal_count=2354 668 566 1686 1629 237 128 329 1105 524 273 1051 218 471 418 912 114 856 139 104 796 336 109 281
is_linear=0
shrinkage=0.00260187


Tree=1521
num_leaves=26
num_cat=0
split_feature=4 12 1 12 15 12 48 43 1 11 1 15 12 4 16 43 12 52 15 16 52 1 4 4 1
split_gain=316.499 64.0412 33.8341 23.0906 14.7489 11.8373 9.77787 11.1149 8.94943 6.7999 4.81732 4.74793 4.64383 3.82392 4.61787 3.29676 2.56956 2.88157 2.21539 2.77241 2.17069 2.09458 1.40027 1.62692 1.51083
threshold=0.30163500000000004 0.054520000000000006 0.088415000000000007 0.093270000000000006 -0.42759999999999992 0.12701500000000002 0.093440000000000009 -0.081694999999999976 0.11706000000000001 1.0000000180025095e-35 0.073870000000000005 -0.033689999999999991 -0.079584999999999989 -0.11205499999999999 -0.0043999999999999994 -0.11990999999999997 0.084055000000000005 -0.010174999999999998 -0.077134999999999995 -0.088734999999999994 -0.077269999999999991 0.091785000000000019 -0.027119999999999995 -0.0086449999999999982 0.088950000000000015
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=1 2 10 9 12 11 7 -4 -6 15 -1 18 -2 -13 21 -3 17 -17 19 -5 -9 -15 24 -24 -18
right_child=4 3 6 5 8 -7 -8 20 -10 -11 -12 13 -14 14 -16 16 22 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.01132853211119589 0.0088921450828638952 0.011465036207619295 0.0096830627320779548 0.011103361548704309 0.008938257458394128 0.010424800610415622 0.0096287544699744255 0.01136158019788982 0.0076276109016117314 0.012758224850957536 0.012226759479048516 0.012351840043577658 0.009815998311868971 0.011993823935690691 0.011036337448860092 0.012658056849041352 0.012005977924918041 0.011933200648696504 0.011029322327448986 0.01186164629781713 0.010720687724685722 0.011427478817280907 0.011607894416078511 0.011969481511430539 0.012385488730930146
leaf_weight=77 64 66 54 52 53 59 88 54 71 73 65 54 64 130 58 76 387 58 102 65 78 57 108 263 78
leaf_count=77 64 66 54 52 53 59 88 54 71 73 65 54 64 130 58 76 387 58 102 65 78 57 108 263 78
internal_value=0 0.0116317 0.0107863 0.0118403 0.0087805 0.0114494 0.0102921 0.0106058 0.00818801 0.0120436 0.0117399 0.011566 0.00935427 0.011765 0.0116356 0.0119932 0.0120291 0.0123445 0.0112942 0.0115249 0.0109831 0.0118213 0.0119786 0.0118643 0.0120697
internal_weight=0 2102 416 1686 252 577 274 186 124 1109 142 518 128 299 245 1036 970 134 219 117 132 187 836 371 465
internal_count=2354 2102 416 1686 252 577 274 186 124 1109 142 518 128 299 245 1036 970 134 219 117 132 187 836 371 465
is_linear=0
shrinkage=0.00240373


Tree=1522
num_leaves=24
num_cat=0
split_feature=4 2 1 12 1 14 13 15 47 12 12 16 13 15 42 1 2 4 13 1447 12 12 131
split_gain=254.822 71.9675 32.656 28.5175 18.6148 14.1575 11.264 13.3584 11.9954 10.1106 6.58308 5.99067 5.34001 4.2035 3.9606 3.10276 2.58306 2.54855 1.62198 1.60013 1.32812 1.10357 0.589248
threshold=0.30163500000000004 0.14271500000000001 0.089710000000000026 0.089005000000000015 0.14310500000000001 0.062655000000000016 -0.091559999999999989 -1.0000000180025095e-35 0.082095000000000015 0.09141500000000001 0.093840000000000021 0.064610000000000015 -0.089899999999999994 -0.42759999999999992 0.085495000000000015 0.10871500000000002 0.090715000000000004 -0.090609999999999982 -0.065269999999999981 -0.086059999999999984 0.077755000000000005 0.096475000000000019 0.087870000000000018
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=1 2 5 6 12 9 -4 8 -8 17 22 16 -2 -14 -13 21 -11 -1 -18 -19 -21 -12 -5
right_child=4 -3 3 10 -6 -7 7 -9 -10 11 15 14 13 -15 -16 -17 18 19 -20 20 -22 -23 -24
leaf_value=0.0045736527334189819 0.00098606398924735669 0.0014503307217477689 0.0018218741976549467 0.0045552249409160674 1.7577735702737871e-05 0.0052217007537277739 0.0020937411719466163 0.0040322885482267637 0.0034668461538638422 0.0043248720526056919 0.0036031599355462914 0.003781562968820578 0.0023087215652160659 0.001468435454809602 0.0029025698809923188 0.0032232971466904423 0.0040546836066722288 0.0045402840757400604 0.003638879482771661 0.003817888100108783 0.004141007989509421 0.0040586432394059211 0.0041918787035429275
leaf_weight=85 58 72 52 56 55 61 85 60 65 68 56 52 64 75 70 68 87 54 152 84 748 73 54
leaf_count=85 58 72 52 56 55 61 85 60 65 68 56 52 64 75 70 68 87 54 152 84 748 73 54
internal_value=0 0.00381256 0.00389634 0.00340754 0.00125447 0.00408669 0.00282467 0.00307287 0.00268892 0.00403721 0.00390488 0.00372933 0.00159966 0.00185551 0.00327743 0.00364108 0.00390883 0.00417321 0.00379035 0.00413477 0.00410842 0.00386111 0.00437709
internal_weight=0 2102 2030 569 252 1461 262 210 150 1400 307 429 197 139 122 197 307 971 239 886 832 129 110
internal_count=2354 2102 2030 569 252 1461 262 210 150 1400 307 429 197 139 122 197 307 971 239 886 832 129 110
is_linear=0
shrinkage=0.00240373


Tree=1523
num_leaves=22
num_cat=0
split_feature=4 49 482 13 12 474 13 2 2 43 13 43 51 11 131 51 123 0 131 0 156
split_gain=7.02457 5.47762 4.10574 4.34871 3.25278 3.37115 4.71816 3.95434 5.35957 3.27311 2.09094 1.90788 2.07806 1.67029 2.07226 2.14558 1.55314 1.15785 0.807309 0.929976 0.608605
threshold=0.27161500000000005 0.14255500000000002 0.085585000000000008 -0.10899499999999999 0.086795000000000011 0.086990000000000012 -0.0013449999999999996 0.085730000000000015 0.09678500000000001 -0.40535499999999997 -0.012149999999999999 0.033005000000000007 0.093705000000000024 1.0000000180025095e-35 1.0000000180025095e-35 -0.051219999999999995 0.084000000000000005 -0.097414999999999988 0.091295000000000015 -0.083069999999999991 0.089090000000000016
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 4 3 -2 5 6 11 -8 -9 -6 -5 12 16 14 15 20 -1 -17 -16 -20 -11
right_child=2 -3 -4 10 9 -7 7 8 -10 13 -12 -13 -14 -15 18 17 -18 -19 19 -21 -22
leaf_value=0.0020694307803447586 -0.0022553325727537386 -0.00077073892249241913 0.0026924415564956775 0.0018426409539712746 -0.00041480756183853512 0.00074789623863712055 0.0055385812353583542 0.00079574103095408162 0.0043414559765648664 -0.00028738527099346495 -0.00016228757765875227 0.0038315592521128185 0.00045679377067529034 0.003078594950356589 0.003334627919842442 0.00052875128145936357 0.0036747762637825698 0.0018207973120826515 0.0011737029838680857 0.0025551065272903747 0.0010395112982460788
leaf_weight=405 53 55 52 67 52 81 67 55 83 54 101 52 56 79 61 59 53 629 53 134 53
leaf_count=405 53 55 52 67 52 81 67 55 83 54 101 52 56 79 61 59 53 629 53 134 53
internal_value=0 0.00196916 0.000466836 -5.64105e-05 0.00204358 0.0024579 0.00263743 0.00378234 0.00292899 0.00174282 0.000636738 0.00222259 0.00205963 0.0018429 0.00174922 0.00152974 0.00225541 0.00171013 0.00245238 0.00216409 0.000368984
internal_weight=0 2081 273 221 2026 852 771 205 138 1174 168 566 514 1122 1043 795 458 688 248 187 107
internal_count=2354 2081 273 221 2026 852 771 205 138 1174 168 566 514 1122 1043 795 458 688 248 187 107
is_linear=0
shrinkage=0.00880303


Tree=1524
num_leaves=17
num_cat=0
split_feature=1 14 4 16 15 49 16 4 0 4 150 13 13 0 0 52
split_gain=5.78263 5.24472 3.67486 4.13839 3.54498 3.37358 2.85642 2.53494 3.75417 2.02027 1.98804 1.96024 4.48561 1.75475 1.30305 0.918385
threshold=0.14787500000000001 0.019675000000000002 0.043850000000000007 -0.42372999999999994 -0.42075999999999997 0.097360000000000016 -0.50476999999999983 0.0082450000000000006 -0.11692999999999999 0.36766000000000004 0.082295000000000021 0.039845000000000012 0.094590000000000021 -0.081804999999999975 -0.086824999999999986 -0.091784999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -5 14 9 8 -1 -4 11 15 -13 -12 -6 -10
right_child=-2 -3 3 4 5 -7 -8 -9 10 -11 13 12 -14 -15 -16 -17
leaf_value=-3.8842251762420826e-05 -0.001276902218236465 0.0038871053280632633 0.0024997013448725121 -0.0018782005874715567 0.0021732360009219047 -0.00082390749567486804 0.0033921315480070664 0.003567754065202372 0.0013150019804735126 0.00029638518890249123 0.0019936535772367842 -0.00085226007438741634 0.0019063181770075355 0.004090591995385218 0.00052640675109478737 0.0019595884623320684
leaf_weight=100 59 83 56 57 89 85 68 62 232 93 84 79 132 56 74 945
leaf_count=100 59 83 56 57 89 85 68 62 232 93 84 79 132 56 74 945
internal_value=0 0.00162608 0.0015412 0.000869138 0.000180934 0.000654597 0.00183598 0.00174873 0.00167939 0.00112513 0.0017919 0.00168681 0.000873022 0.00283313 0.0014262 0.00183262
internal_weight=0 2295 2212 522 305 248 217 1690 1628 149 1528 1388 211 140 163 1177
internal_count=2354 2295 2212 522 305 248 217 1690 1628 149 1528 1388 211 140 163 1177
is_linear=0
shrinkage=0.00915867


Tree=1525
num_leaves=11
num_cat=0
split_feature=1348 39 16 15 160 50 15 15 3 12
split_gain=2.54871 2.08938 1.69024 1.92678 6.71217 2.0955 1.93116 2.24817 3.85386 3.57614
threshold=0.084895000000000012 0.11214000000000002 -0.54150999999999994 -0.26826999999999995 -1.0000000180025095e-35 -0.23452499999999996 -0.14765999999999999 -0.0070899999999999991 -0.096749999999999989 0.081810000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 8 -8 -9
right_child=-2 -3 3 5 -6 6 7 9 -10 -11
leaf_value=0.0026840987672675409 -0.00070231085362011062 -0.00035111490773913866 0.0022127307063160599 0.0028471250562129638 -0.0014573261597745947 0.0024296417510633632 -0.0011051701551199231 0.0026736692303348289 0.0010130307886423908 0.001232779901623303
leaf_weight=60 53 62 70 62 79 96 70 149 739 930
leaf_count=60 53 62 70 62 79 96 70 149 739 930
internal_value=0 0.00121071 0.00125369 0.00121455 0.000266243 0.00128356 0.00123466 0.00117385 0.000829636 0.00143184
internal_weight=0 2317 2255 2195 149 2046 1984 1888 809 1079
internal_count=2370 2317 2255 2195 149 2046 1984 1888 809 1079
is_linear=0
shrinkage=0.00863042


Tree=1526
num_leaves=16
num_cat=0
split_feature=151 457 0 4 13 13 42 133 1444 1447 52 12 52 457 16
split_gain=2.57609 3.13556 2.99035 2.35773 4.3447 5.77411 3.61502 3.77018 2.09961 2.6798 1.53669 5.35395 2.47237 1.41995 0.951548
threshold=-0.089594999999999994 0.083415000000000017 -0.18901999999999997 0.043850000000000007 -0.16152999999999998 -0.092879999999999976 -0.080249999999999988 0.094055000000000014 -1.0000000180025095e-35 -0.086059999999999984 -0.00041499999999999995 0.081810000000000008 -0.087239999999999984 0.035070000000000011 -0.073494999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 8 -5 -6 -7 -8 -4 -10 12 -12 -11 -1 -3
right_child=1 14 3 4 5 6 7 -9 9 10 11 -13 -14 -15 -16
leaf_value=0.0011457904100032348 0.0025185713519256664 -0.0012347050942830319 -0.00057393956303499361 0.002549435376920187 -0.0022022734874041971 -0.0011238955883693085 0.0014762946777745075 -0.00079721005056411606 0.0028233484247765558 0.0010493224692451257 0.0033619668776170364 0.00103185380125089 -0.00019255198027593842 0.0026472074768184861 0.00020470388952745227
leaf_weight=86 79 54 54 55 65 75 209 66 59 345 74 823 162 88 76
leaf_count=86 79 54 54 55 65 75 209 66 59 345 74 823 162 88 76
internal_value=0 0.000856583 0.000935224 0.000872228 0.000358578 6.80099e-05 0.000489887 0.000930332 0.00103131 0.00109062 0.00101774 0.00122418 0.000652336 0.00190564 -0.000392523
internal_weight=0 2196 2066 1987 470 415 350 275 1517 1463 1404 897 507 174 130
internal_count=2370 2196 2066 1987 470 415 350 275 1517 1463 1404 897 507 174 130
is_linear=0
shrinkage=0.00829529


Tree=1527
num_leaves=22
num_cat=0
split_feature=1 10 1 12 0 3 3 3 3 0 133 3 3 12 3 41 0 475 15 159 43
split_gain=174.943 28.3847 27.1211 27.5595 12.6082 11.4488 6.70415 10.9719 6.17599 3.79221 3.5499 3.27689 3.0351 3.33832 2.36933 2.32277 4.23372 1.7006 8.79712 1.64996 0.737461
threshold=0.118385 -0.0069899999999999988 0.090485000000000024 0.089150000000000021 -0.14989499999999997 -0.055389999999999988 -0.0047649999999999993 0.11745500000000002 0.085315000000000016 -0.089964999999999976 0.111585 -0.075849999999999987 -0.11128999999999999 0.093840000000000021 -0.077104999999999993 0.077565000000000009 -0.014334999999999999 -0.081219999999999987 -0.011859999999999997 0.082585000000000006 -0.038674999999999994
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=2 -2 4 6 -1 -3 9 -8 -7 -4 15 20 -5 -14 -15 16 17 18 -6 -19 -12
right_child=1 5 3 12 10 8 7 -9 -10 -11 11 -13 13 14 -16 -17 -18 19 -20 -21 -22
leaf_value=0.0050403847992466083 0.00021668317515624038 0.0031819664944829403 0.001940012056511153 0.0044079828180565959 0.0042906800178220926 0.0012268905240376301 0.003779056597299448 0.0023426645148743562 0.0022560312978316004 0.0028209475314796835 0.0038382603815157825 0.0033207553436766239 0.0042255362229742461 0.0031465566741303267 0.0039010960624905632 0.0035732111521884625 0.0046930582211055089 0.0040855714089445194 0.0029831832680294332 0.0044141130898641594 0.0042214909747941166
leaf_weight=89 60 57 52 90 95 63 97 54 96 83 96 76 83 52 58 52 81 815 52 116 53
leaf_count=89 60 57 52 90 95 63 97 54 96 83 96 76 83 52 58 52 81 815 52 116 53
internal_value=0 0.0017693 0.00393005 0.00345449 0.00410747 0.00220046 0.00289571 0.00326556 0.00184843 0.00248183 0.00404963 0.00375397 0.0040191 0.00383761 0.00354465 0.00410454 0.00412836 0.0040859 0.00382835 0.00412654 0.00397476
internal_weight=0 276 2094 569 1525 216 286 151 159 135 1436 225 283 193 110 1211 1159 1078 147 931 149
internal_count=2370 276 2094 569 1525 216 286 151 159 135 1436 225 283 193 110 1211 1159 1078 147 931 149
is_linear=0
shrinkage=0.00255085


Tree=1528
num_leaves=10
num_cat=0
split_feature=2 149 151 4 14 2 159 49 157
split_gain=4.12047 3.48235 2.58194 2.24921 4.85219 3.15681 2.33248 3.05411 1.91268
threshold=0.16730000000000003 0.079625000000000015 0.009020000000000002 0.51286500000000013 -0.10708499999999999 -0.087244999999999975 0.082585000000000006 0.0033550000000000003 -0.06588999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -8
right_child=-2 -3 -4 -5 5 6 8 -9 -10
leaf_value=0.0034037787380434715 -0.0012916369546914115 0.0031750577240413692 -0.00039203038549774129 -0.00041940227723010989 -0.00099874967628319042 0.0011423607170640028 0.00064063935356965633 0.00026129209544202217 0.0022492981020683263
leaf_weight=63 56 53 94 73 54 1354 73 356 194
leaf_count=63 56 53 94 73 54 1354 73 356 194
internal_value=0 0.00103043 0.000980113 0.00103968 0.00109058 0.00101879 0.00107394 0.000958986 0.00180982
internal_weight=0 2314 2261 2167 2094 2031 1977 1710 267
internal_count=2370 2314 2261 2167 2094 2031 1977 1710 267
is_linear=0
shrinkage=0.0084612


Tree=1529
num_leaves=14
num_cat=0
split_feature=1 16 51 148 147 4 43 0 2 51 52 132 4
split_gain=3.85482 2.30084 2.23945 1.94898 3.47192 2.29209 2.87343 4.13825 2.00189 2.23875 1.99433 1.95702 1.21025
threshold=0.13702500000000004 -0.15796999999999997 0.11794000000000002 -0.083779999999999979 0.087210000000000024 0.51286500000000013 0.087840000000000015 -0.10185499999999999 0.113945 0.10055500000000002 -0.046924999999999988 -0.0080849999999999984 -0.011154999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 8 -8 9 -5 -10 -9 -4
right_child=1 -3 12 4 -6 -7 7 11 10 -11 -12 -13 -14
leaf_value=0.0022161414889131006 0.00051754598415240075 -0.0015389589629971826 0.0025207647692616986 0.00068966512467218003 -0.0010294187264309523 -0.0008019136619744076 0.0035536266206003227 1.9996297772701722e-05 0.0025284770582716825 -0.00084345463678724868 0.00080752365724566955 0.0018708419624475264 0.0010002279933065208
leaf_weight=52 61 67 66 1540 65 53 52 63 68 58 95 72 58
leaf_count=52 61 67 66 1540 65 53 52 63 68 58 95 72 58
internal_value=0 -0.000558267 0.000808734 0.000750064 0.000713124 0.000769769 0.000812573 0.00171611 0.00071658 0.000633969 0.00152597 0.00100772 0.00181021
internal_weight=0 128 2242 2118 2066 2001 1948 187 1761 1598 163 135 124
internal_count=2370 128 2242 2118 2066 2001 1948 187 1761 1598 163 135 124
is_linear=0
shrinkage=0.00766357


Tree=1530
num_leaves=11
num_cat=0
split_feature=1 124 9 474 12 0 1447 4 0 1
split_gain=6.84672 3.15849 3.41726 2.38147 3.17251 2.66416 1.81056 1.53431 3.7738 1.19979
threshold=0.15067500000000003 -0.085664999999999977 1.0000000180025095e-35 0.089265000000000011 0.086620000000000016 0.040035000000000008 -0.085709999999999995 0.50373500000000015 -0.04478999999999999 0.10171500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 -8 -7
right_child=-2 2 -4 4 -6 9 7 -9 -10 -11
leaf_value=-0.0010177907657247399 -0.0028398454829799769 0.0021343078173003053 0.0029968782041211377 0.0037248893408135322 0.00075920755389829531 -0.0012508630155750964 0.00065053056034184375 -0.000749423201025822 0.0031331416767652644 0.00056995313988896358
leaf_weight=94 52 85 65 57 85 96 1626 68 60 53
leaf_count=94 52 85 65 57 85 96 1626 68 60 53
internal_value=0 0.000726352 0.000801091 0.000734035 0.00195039 0.0006471 0.000748402 0.00068118 0.000738941 -0.000602494
internal_weight=0 2289 2195 2130 142 1988 1839 1754 1686 149
internal_count=2341 2289 2195 2130 142 1988 1839 1754 1686 149
is_linear=0
shrinkage=0.00971926


Tree=1531
num_leaves=26
num_cat=0
split_feature=1 12 1 12 47 1 15 43 12 49 1446 1 16 15 1 16 16 0 43 15 16 1212 15 0 15
split_gain=130.368 23.1142 19.7488 14.4148 12.4944 8.76446 7.63948 6.1409 5.34655 3.4073 3.25898 3.71404 3.24573 3.13298 2.17323 1.97499 1.89874 3.36987 1.81812 1.64482 1.211 0.87212 1.4099 0.61894 0.5233
threshold=0.10892500000000001 0.054520000000000006 0.12450500000000002 0.085090000000000013 0.085505000000000012 0.092810000000000017 -0.41309499999999993 -0.049364999999999992 0.091475000000000015 0.082865000000000008 0.037915000000000011 0.089875000000000024 -0.082084999999999991 -0.075694999999999985 0.073870000000000005 -0.0021749999999999994 0.39524000000000009 -0.061204999999999989 -0.043589999999999997 -0.054259999999999996 -0.072054999999999994 -0.040879999999999993 0.087720000000000006 -0.086409999999999987 0.090455000000000021
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=1 5 3 7 6 14 -4 -2 10 16 11 15 -7 -11 -1 21 17 18 24 -17 -20 -3 -23 -12 -10
right_child=2 8 4 -5 -6 12 -8 -9 9 13 23 -13 -14 -15 -16 19 -18 -19 20 -21 -22 22 -24 -25 -26
leaf_value=0.002503115915059534 0.0010425968633984172 0.0034164543402106645 0.0012278020419820464 0.0028554325189174951 0.0020756592215993683 0.0015940286962406525 0.00023192269643133769 0.0020787738402599353 0.003374332133478371 0.0029655586926454671 0.0033922501146317376 0.0026768267011863301 0.0023049614883714326 0.0022974828667709432 0.0030175919994238848 0.0031802441311586673 0.0034506250676231403 0.0025059029725022909 0.0030775051436346275 0.0037247635389654498 0.0027021355694233024 0.0032015323523488844 0.0029015577329784214 0.003714857327412491 0.0031175524198330255
leaf_weight=81 55 72 102 85 57 58 69 69 96 82 61 72 85 70 98 52 58 63 120 72 77 422 107 74 84
leaf_count=81 55 72 102 85 57 58 69 69 96 82 61 72 85 70 98 52 58 63 120 72 77 422 107 74 84
internal_value=0 0.00300846 0.00160907 0.0021222 0.0011386 0.00244387 0.0008261 0.00161938 0.00312337 0.00296209 0.00323582 0.00317931 0.00201678 0.00265805 0.00278492 0.00322918 0.00305483 0.0030026 0.00308554 0.00349662 0.00293091 0.00317396 0.0031409 0.00356927 0.00325464
internal_weight=0 1904 437 209 228 322 171 124 1582 650 932 797 143 152 179 725 498 440 377 124 197 601 529 135 180
internal_count=2341 1904 437 209 228 322 171 124 1582 650 932 797 143 152 179 725 498 440 377 124 197 601 529 135 180
is_linear=0
shrinkage=0.00231039


Tree=1532
num_leaves=13
num_cat=0
split_feature=1 482 31 4 1427 1447 131 16 157 3 131 0
split_gain=5.10638 2.79714 2.8574 2.26597 2.1006 2.06992 1.8526 2.07495 3.30251 2.36857 1.1296 0.935703
threshold=0.15067500000000003 0.093000000000000013 -0.018414999999999997 -0.013514999999999998 1.0000000180025095e-35 -0.086219999999999977 0.090690000000000007 0.0048200000000000005 -0.081749999999999975 0.12566000000000002 0.11669000000000002 -0.082824999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4 7 9 -9 -7 11 -8
right_child=-2 3 4 -5 -6 6 10 8 -10 -11 -12 -13
leaf_value=-0.0012405725852782251 -0.0018458226089185376 0.00067135912585558014 0.001819013659951576 0.0029098206666499258 0.0019868046832828097 0.00066055943133999737 0.0023027746134413451 -0.0018978950815463746 0.00021563633242720459 -0.00074167226545614228 0.00038326103490696911 0.0010420038512634737
leaf_weight=52 52 53 78 58 66 1291 64 52 344 78 70 83
leaf_count=52 52 53 78 58 66 1291 64 52 344 78 70 83
internal_value=0 0.000631011 0.000569268 0.00184176 0.000613574 0.000569537 0.000520323 0.000436451 -6.16874e-05 0.000580605 0.00120212 0.00159148
internal_weight=0 2289 2178 111 2126 2060 1982 1765 396 1369 217 147
internal_count=2341 2289 2178 111 2126 2060 1982 1765 396 1369 217 147
is_linear=0
shrinkage=0.00781684


Tree=1533
num_leaves=26
num_cat=0
split_feature=4 12 150 12 123 12 4 47 12 13 4 52 133 40 12 1447 4 1210 157 403 13 13 4 13 16
split_gain=290.516 102.815 34.8047 18.6268 16.2689 9.4033 9.19764 10.5746 9.04871 5.86647 3.40013 4.37364 4.20644 2.17204 2.14858 1.70499 1.68005 1.79803 2.36046 1.30277 1.30148 1.09658 1.07915 0.838345 0.824966
threshold=0.30163500000000004 0.054520000000000006 0.083680000000000018 0.12701500000000002 1.0000000180025095e-35 -0.042789999999999988 -0.06512999999999998 0.077555000000000013 0.091625000000000012 -0.0059899999999999997 -0.064209999999999989 0.099400000000000016 0.062925000000000009 -0.061244999999999994 0.095780000000000018 -0.086059999999999984 0.052250000000000012 -0.0081349999999999981 -0.077234999999999984 -0.085114999999999982 -0.06977499999999999 -0.014114999999999997 -0.099704999999999974 -0.075154999999999986 -0.52180499999999985
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=1 2 4 8 6 13 -1 -8 15 -4 11 12 22 -2 23 -3 17 19 -19 -17 -16 -22 -10 -12 -7
right_child=5 3 9 -5 -6 24 7 -9 10 -11 14 -13 -14 -15 20 16 -18 18 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0030543092955353521 0.0003845729212472326 0.0036163466321295218 0.00063943971404351236 0.0019217126068256751 0.0013442516291224461 0.001075203583156323 0.0017837911825781085 0.0029613674423682144 0.0037368440673160781 0.0015575845808064391 0.0032366433188857819 0.0027001852093647663 0.0029466191132300167 -0.00018725418195359673 0.0024351660128748586 0.0033084182131486953 0.002942374514150714 0.0035090719893196335 0.0031891468075882115 0.0037744840787396015 0.0030062895142592763 0.0026585741612246069 0.0033409226831482047 0.0028678207331822169 0.00074647218841886382
leaf_weight=103 54 63 72 56 58 57 88 54 59 53 57 80 98 63 61 55 70 124 588 53 67 104 66 55 83
leaf_count=103 54 63 72 56 58 57 88 54 59 53 57 80 98 63 61 55 70 124 588 53 67 104 66 55 83
internal_value=0 0.0028727 0.0019583 0.00310902 0.00234163 0.000514537 0.00257766 0.00223176 0.00315056 0.00102891 0.00295922 0.00312154 0.00327259 7.64751e-05 0.00281618 0.00328044 0.00325664 0.00328344 0.0032449 0.00353734 0.00270044 0.00279494 0.00352798 0.00305572 0.000880472
internal_weight=0 2084 428 1656 303 257 245 142 1600 125 647 303 223 117 344 953 890 820 712 108 232 171 125 112 140
internal_count=2341 2084 428 1656 303 257 245 142 1600 125 647 303 223 117 344 953 890 820 712 108 232 171 125 112 140
is_linear=0
shrinkage=0.00209259


Tree=1534
num_leaves=10
num_cat=0
split_feature=1 124 14 483 0 9 474 159 475
split_gain=4.0739 2.29455 2.13805 1.94803 2.20872 1.81529 2.25625 2.82171 1.09532
threshold=0.15067500000000003 -0.085664999999999977 -0.24175999999999997 0.11494000000000001 -0.22022999999999995 1.0000000180025095e-35 0.088510000000000019 0.042925000000000005 -0.08100499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -8
right_child=-2 2 3 -5 5 -7 8 -9 -10
leaf_value=-0.00060616384299168942 -0.0017974574210300996 0.0023854673411170982 -0.00064196142676533772 0.0023881427620836147 0.00083436580016989475 0.0024430801015916785 0.0028190675965937178 -0.00019320508966246588 0.0011630844456005033
leaf_weight=94 52 74 91 63 1512 56 61 263 75
leaf_count=94 52 74 91 63 1512 56 61 263 75
internal_value=0 0.000794465 0.000854491 0.00080103 0.000752398 0.000816955 0.000769252 0.000682057 0.00190656
internal_weight=0 2289 2195 2121 2058 1967 1911 1775 136
internal_count=2341 2289 2195 2121 2058 1967 1911 1775 136
is_linear=0
shrinkage=0.00915867


Tree=1535
num_leaves=12
num_cat=0
split_feature=49 9 40 151 447 131 129 13 15 1 15
split_gain=5.14032 4.48866 1.99302 2.1335 3.186 1.45347 1.84835 2.46101 1.61948 0.752484 0.316397
threshold=-0.14917999999999998 -0.013509999999999999 -0.082294999999999993 -0.22321999999999997 0.089095000000000021 0.094300000000000009 0.10311000000000002 0.24813000000000004 0.083935000000000023 0.098950000000000024 0.089050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 9 -7 -10
right_child=1 2 3 4 -6 8 -8 -9 10 -11 -12
leaf_value=-0.0013239459412305377 0.0026111148755592769 0.0017001608220163283 0.0018717302919257694 0.00046839672914861718 -0.0012688095076951796 0.0023031232221685646 0.0017995597495250471 -0.0010194140406871138 5.2217887340184428e-05 0.0010932897612640745 0.00083286290499142996
leaf_weight=74 57 77 59 1697 53 55 52 60 52 53 57
leaf_count=74 57 77 59 1697 53 55 52 60 52 53 57
internal_value=0 0.000609806 0.000558271 0.000517109 0.000478629 0.00052438 0.000457314 0.000417545 0.00108311 0.00171012 0.000461152
internal_weight=0 2272 2215 2138 2079 2026 1809 1757 217 108 109
internal_count=2346 2272 2215 2138 2079 2026 1809 1757 217 108 109
is_linear=0
shrinkage=0.00722155


Tree=1536
num_leaves=15
num_cat=0
split_feature=480 2 3 15 16 16 1 1 151 16 2 2 3 1429
split_gain=4.01114 2.47029 3.8239 3.87141 3.69615 3.43184 2.89842 3.70389 2.33488 3.0865 2.11759 1.8762 1.79073 2.32665
threshold=-0.039079999999999997 0.15518000000000001 0.10323000000000002 -0.019239999999999997 -0.41863499999999992 -0.5103049999999999 0.10141500000000002 0.10587000000000001 -0.085134999999999975 -0.010574999999999999 0.10859000000000001 -0.007134999999999999 -0.14162499999999997 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 8 -8 9 -7 11 -9 -10 -14
right_child=1 -3 3 -5 -6 6 7 10 12 -11 -12 -13 13 -15
leaf_value=-0.0013486315033435707 0.0022209884534193187 0.0019559695583161191 -0.0013373417852430504 -0.002288175788671915 0.0013320831444544024 0.0031493333349995596 -0.0016449876149357303 -0.00027442599394378444 0.0016324784263775176 0.00074552440998335164 -0.00055718485520115768 0.001549975565224645 0.00059360495943136288 -0.00074102629196284538
leaf_weight=70 77 74 56 56 73 52 76 53 93 88 100 98 1295 85
leaf_count=70 77 74 56 56 73 52 76 53 93 88 100 98 1295 85
internal_value=0 0.000550788 0.000503528 -0.000571821 0.000172616 0.0006022 0.000537907 -0.00013293 0.000673955 0.00163896 0.000324572 0.00090907 0.00058218 0.000511339
internal_weight=0 2276 2202 185 129 2017 1940 327 1613 140 251 151 1473 1380
internal_count=2346 2276 2202 185 129 2017 1940 327 1613 140 251 151 1473 1380
is_linear=0
shrinkage=0.00781684


Tree=1537
num_leaves=16
num_cat=0
split_feature=49 2 480 43 41 1 0 51 1 12 1 376 12 0 474
split_gain=3.51232 4.15693 1.5672 1.54242 3.23207 2.61675 3.31734 3.67467 2.85017 4.10585 2.68491 1.47251 1.74463 1.46368 1.24416
threshold=-0.14917999999999998 0.15518000000000001 -0.020629999999999999 -0.072174999999999975 0.07677500000000001 0.096300000000000011 -0.14216999999999999 0.081440000000000026 0.10797500000000002 0.090045000000000014 0.11453000000000001 0.084145000000000011 -0.089839999999999989 -0.048199999999999993 0.090025000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 11 5 6 -5 -8 9 -7 -10 12 -4 14 -14
right_child=1 -3 3 4 -6 8 7 -9 10 -11 -12 -13 13 -15 -16
leaf_value=-0.0013157784350536061 -0.00078219638836881419 0.0024802479610108868 -0.00079423199647785082 0.0020871626792588051 0.0020251258037833537 -0.0028596214242452931 0.00045263853349603158 -0.0014376647265342908 0.0017716739469270468 -9.9356845567670531e-05 -0.00034860154479512181 0.0020459760068611368 0.00073572942612977108 0.0018400270944109187 -0.0005004099617675334
leaf_weight=74 69 67 52 73 67 62 729 75 54 84 147 53 608 73 59
leaf_count=74 69 67 52 73 67 62 729 75 54 84 147 53 608 73 59
internal_value=0 0.000484349 0.000423663 0.000462657 0.000285741 0.000190459 0.000427037 0.000276196 -0.000407214 -0.00127212 0.000220593 0.00073285 0.000644867 0.00074611 0.000626256
internal_weight=0 2272 2205 2136 1291 1224 877 804 347 146 201 845 792 740 667
internal_count=2346 2272 2205 2136 1291 1224 877 804 347 146 201 845 792 740 667
is_linear=0
shrinkage=0.00813264


Tree=1538
num_leaves=12
num_cat=0
split_feature=49 12 14 14 49 15 159 12 4 4 42
split_gain=2.42978 1.73361 2.01263 1.99719 1.43265 1.9382 1.92108 2.48879 2.75053 2.09224 0.742814
threshold=-0.14917999999999998 0.11553000000000001 -0.44847999999999993 -0.074569999999999984 0.11225500000000001 -0.097269999999999981 0.11402500000000002 0.093270000000000006 0.03851000000000001 -0.0049999999999999984 0.10400000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 9 -9 -5 -3
right_child=1 10 3 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0011162333286980556 0.00197145299773292 0.0020600441236129029 -0.0012860513900262301 0.00029960628510222395 -4.1322552405067701e-05 0.0019356949798037914 -0.0010904815543792985 7.4448649883014661e-05 -0.0017847370887730434 0.00098367560532657862 0.00069680288042030713
leaf_weight=74 52 59 52 989 56 87 66 347 65 447 52
leaf_count=74 52 59 52 989 56 87 66 347 65 447 52
internal_value=0 0.000410895 0.000358908 0.000319107 0.000359727 0.00116086 0.000299826 0.000349528 -0.000218655 0.000512606 0.00142221
internal_weight=0 2272 2161 2109 2057 143 1914 1848 412 1436 111
internal_count=2346 2272 2161 2109 2057 143 1914 1848 412 1436 111
is_linear=0
shrinkage=0.00829529


Tree=1539
num_leaves=14
num_cat=0
split_feature=4 1456 51 16 14 52 151 1 160 1 133 15 160
split_gain=2.22634 1.93463 1.92559 2.23409 4.35629 2.90499 2.43178 3.07503 3.90751 2.42956 1.77037 1.149 1.11284
threshold=-0.51253999999999988 0.086355000000000015 -0.40771999999999992 0.11346000000000002 -0.23960999999999996 -0.23125999999999997 0.055020000000000006 0.093575000000000019 0.051820000000000005 0.10647000000000001 0.086100000000000024 -0.023464999999999996 -0.063044999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 10 7 8 -6 -9 11 -5 -3
right_child=1 12 3 5 6 -7 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.0014386556265816039 0.0019019341157354844 0.0001600371265909131 0.0027456027727562485 0.0015370846707727342 0.0003659464752640187 -0.0020716842953567224 0.0019361165944476913 -0.001230297396351119 0.0018716737414871958 0.00020253737081198369 -0.0012060085316397615 -5.6896737599332244e-05 -0.0016420908092726631
leaf_weight=58 73 55 70 69 1079 65 84 159 167 264 59 84 60
leaf_count=58 73 55 70 69 1079 65 84 159 167 264 59 84 60
internal_value=0 0.000378008 0.000439304 0.000388413 0.000504881 -0.000377734 0.00041535 0.000338751 0.000567836 -0.000335815 0.000141177 0.000661319 -0.000779353
internal_weight=0 2288 2173 2100 1823 277 1753 1669 1246 423 212 153 115
internal_count=2346 2288 2173 2100 1823 277 1753 1669 1246 423 212 153 115
is_linear=0
shrinkage=0.00915867


Tree=1540
num_leaves=24
num_cat=0
split_feature=4 474 402 13 0 447 13 0 4 52 4 4 0 50 474 0 43 1212 13 15 52 52 474
split_gain=4.33468 4.24543 3.14136 2.75742 2.92735 2.49465 2.92952 3.63372 4.86348 7.00724 4.79156 4.19243 1.74149 2.38067 1.56036 2.07521 1.55056 1.04028 1.24612 0.946238 0.882222 2.39395 1.18329
threshold=-0.033449999999999987 0.085515000000000022 0.09388500000000001 -0.117405 -0.087144999999999986 0.089395000000000016 -0.23438999999999996 -0.11073999999999999 0.061375000000000006 -0.075829999999999995 0.26171000000000005 0.5105900000000001 -0.071719999999999992 0.07826000000000001 0.096435000000000007 -0.049024999999999992 -0.0081349999999999981 -0.040879999999999993 0.055020000000000006 0.084425000000000014 -0.054974999999999989 0.10096500000000001 -1.0000000180025095e-35
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=1 3 5 -1 16 6 -2 8 9 -8 -10 14 17 20 15 -9 -5 -6 19 -19 22 -22 -14
right_child=2 -3 -4 4 12 -7 7 11 10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24
leaf_value=-0.001378646677294767 0.0015636298418714647 0.0029918049191189175 -0.0020752093922230099 0.00083695334289084829 0.001041084167172927 0.0017700029999863287 -0.00053156849763772232 0.00026009274369243702 0.0020702619128635125 -0.0048839760403017185 -0.0013298673173015676 -0.0023409018510077298 0.0010863969920974887 0.0026345569478789552 0.0015585083403862946 -0.0013595270071755951 0.0027796627021735923 -0.00088865414178642657 -0.0012700515679332706 0.00031000795251337563 0.0025423819266185781 -4.6823489018705564e-05 -0.00066656147766767319
leaf_weight=57 75 56 61 61 86 57 64 622 52 52 84 53 52 55 62 68 67 59 54 377 52 59 70
leaf_count=57 75 56 61 61 86 57 64 622 52 52 84 53 52 55 62 68 67 59 54 377 52 59 70
internal_value=0 0.00062987 -0.000126863 0.00050369 0.000611943 -2.68263e-05 -0.000117386 -0.000236752 -0.00115927 -0.00248346 -2.91269e-05 5.192e-05 0.000427741 0.00098672 0.000220688 0.000100342 0.00185457 0.000148088 -8.44978e-06 0.000147588 0.000597342 0.00116529 7.98309e-05
internal_weight=0 1105 1250 1049 992 1189 1132 1057 252 116 136 805 864 288 752 690 128 576 490 436 233 111 122
internal_count=2355 1105 1250 1049 992 1189 1132 1057 252 116 136 805 864 288 752 690 128 576 490 436 233 111 122
is_linear=0
shrinkage=0.00880303


Tree=1541
num_leaves=17
num_cat=0
split_feature=4 474 11 13 402 150 13 4 376 4 47 11 4 13 15 43
split_gain=2.99883 2.98881 2.3524 2.15898 2.15292 2.28701 1.66727 4.31677 1.82459 1.78279 1.58086 1.97299 2.27756 0.92761 0.920753 0.590756
threshold=-0.033449999999999987 0.079590000000000008 1.0000000180025095e-35 -0.117405 0.09388500000000001 0.11819500000000001 -0.23438999999999996 0.5105900000000001 0.083960000000000021 -0.019569999999999997 0.081320000000000017 0.080320000000000016 -0.090609999999999982 0.055020000000000006 0.11614000000000001 -0.027294999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -2 8 9 -8 11 12 15 14 -14 -5
right_child=2 -3 -4 10 -6 -7 7 -9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0014273583990872601 0.0011406628816019717 0.0025077410033128729 0.0016412006273194555 0.0011393889027963469 -0.0020115525291123019 0.0015663997029411346 -0.0015773430929348991 -0.0028929651559745861 -0.0018487146255039635 6.272956837582106e-05 0.0022007357451657768 -0.0012607458474979017 0.00034648390727759487 -0.00076435360896430471 0.0015324863519646024 0.0024378486536468665
leaf_weight=55 77 71 68 72 60 71 68 59 58 789 52 59 602 63 69 62
leaf_count=55 77 71 68 72 60 71 68 59 58 789 52 59 602 63 69 62
internal_value=0 0.000578425 -0.000116495 0.000445848 -0.000217702 -0.000121682 -0.000235818 -0.000344743 -0.000180318 -6.72835e-05 0.00055119 0.000458547 0.000575531 0.00036263 0.000468597 0.00174094
internal_weight=0 1105 1250 1034 1182 1122 1051 974 915 857 979 927 868 734 671 134
internal_count=2355 1105 1250 1034 1182 1122 1051 974 915 857 979 927 868 734 671 134
is_linear=0
shrinkage=0.00971926


Tree=1542
num_leaves=19
num_cat=0
split_feature=1 1 12 39 13 4 1 12 4 14 12 13 52 12 1 4 43 13
split_gain=260.726 39.9933 19.3272 17.3339 12.0115 9.50633 7.75478 6.754 5.33935 5.63478 6.93343 4.89096 2.58696 2.35078 2.27859 2.13544 0.74703 1.70379
threshold=0.10752500000000002 0.13075500000000004 0.085090000000000013 0.081875000000000017 -0.052454999999999995 0.24099500000000004 0.09518500000000002 0.099815000000000015 -0.50388999999999984 0.062655000000000016 0.054520000000000006 -0.0072499999999999995 -0.032354999999999988 0.11930500000000001 0.14068500000000003 0.053010000000000009 -0.073574999999999988 -0.04917499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 14 7 -5 8 -1 10 12 -2 -10 16 -3 -12 -9 -18
right_child=1 4 -4 6 -6 -7 -8 13 9 -11 15 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0041598902234998344 0.0019311360526928524 0.00049132604287950425 0.0028488419425707384 0.0031382962127483498 0.0012990953254322568 0.0025934666742695391 0.0020034943273548626 0.0034364113288353182 0.002651797649942124 0.0042183843067611498 0.0035520442161271742 0.0011283846543888153 0.0032894954642325104 0.0027179195537974728 -0.00017583053571512295 0.0032086567439833405 0.0028251698351890015 0.0033859291333449195
leaf_weight=66 84 53 96 61 87 66 63 68 65 54 1125 73 67 58 52 103 52 62
leaf_count=66 84 53 96 61 87 66 63 68 65 54 1125 73 67 58 52 103 52 62
internal_value=0 0.00145633 0.00204792 0.00338163 0.000676658 0.00343853 0.00256194 0.00347094 0.00352822 0.00349872 0.00347013 0.00155804 0.00297566 0.0031176 0.000160694 0.00352326 0.00324484 0.00313036
internal_weight=0 445 253 1910 192 1786 124 1720 1480 1414 1360 157 132 240 105 1228 182 114
internal_count=2355 445 253 1910 192 1786 124 1720 1480 1414 1360 157 132 240 105 1228 182 114
is_linear=0
shrinkage=0.00226508


Tree=1543
num_leaves=20
num_cat=0
split_feature=4 12 2 2 2 11 0 2 2 52 4 0 12 13 475 0 15 15 52
split_gain=328.953 93.2333 64.287 22.6765 21.5374 15.0215 12.3553 10.3561 13.368 9.90233 9.82118 7.90942 5.99187 3.87426 3.46656 2.78482 2.69869 2.69616 2.17937
threshold=0.27161500000000005 -0.024179999999999997 0.14106500000000002 0.14530500000000005 0.10045500000000002 1.0000000180025095e-35 -0.091674999999999993 0.10859000000000001 0.086285000000000014 0.047850000000000011 0.005935000000000001 -0.10490499999999998 -0.040564999999999997 -1.0000000180025095e-35 -0.071829999999999991 -0.085719999999999977 0.076335000000000014 -0.083029999999999979 0.016565000000000003
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 4 9 5 10 -6 8 -1 12 11 -3 -2 17 -8 -13 18 -12 -16
right_child=3 2 -4 -5 6 -7 14 -9 -10 -11 13 15 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0021588928552364289 0.00077587589483729083 0.0037685111279870888 0.0017202074517536946 -0.00020172322946594262 0.0030884197939751693 0.005876001053953318 0.0048414326772744315 0.0016089874276941883 0.0037918520791943374 0.0026723879601106477 0.0042012860749282817 0.0049874996819231103 0.0017799376289440352 0.0046984327470897301 0.0041907808315999077 0.0047170073622942532 0.0046332784026019251 0.0034379045476635658 0.0035742026450498333
leaf_weight=68 68 52 54 54 75 75 59 52 68 52 73 394 99 55 108 776 55 56 62
leaf_count=68 68 52 54 54 75 75 59 52 68 52 73 394 99 55 108 776 55 56 62
internal_value=0 0.00434568 0.00451917 0.00130796 0.00460129 0.00473999 0.00402903 0.00259773 0.00297558 0.00168033 0.00467938 0.0047639 0.00137126 0.00411786 0.00427734 0.00480812 0.00412929 0.00387011 0.00396607
internal_weight=0 2082 1894 273 1840 1481 359 188 136 219 1406 1222 167 184 284 1170 225 129 170
internal_count=2355 2082 1894 273 1840 1481 359 188 136 219 1406 1222 167 184 284 1170 225 129 170
is_linear=0
shrinkage=0.00260187


Tree=1544
num_leaves=13
num_cat=0
split_feature=3 97 48 0 15 3 0 3 52 3 3 52
split_gain=7.60138 1.89092 1.96367 2.31194 2.51009 2.02165 1.94421 1.36727 2.81231 1.65954 0.481468 0.369149
threshold=0.31400500000000003 -0.0047149999999999996 -0.065224999999999991 -0.0088949999999999984 -0.45015499999999992 0.11745500000000002 0.12113000000000002 -0.0037799999999999995 -0.037619999999999994 -0.010599999999999998 -0.074184999999999987 -0.10271999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 10 9 -9 -6 -5 -8
right_child=-2 2 3 6 5 -7 11 8 -10 -11 -12 -13
leaf_value=-0.00088116859199981494 -0.0018930387475170436 0.0017092335417017333 -0.0010892955473947091 0.0026452265054723373 0.0005761234451187472 -0.00078719169558704892 0.00011519838414599947 0.00022391243378630757 0.0025101703475413286 -0.00085754467996601125 0.0015688297076209227 0.001062788559776974
leaf_weight=54 81 102 62 55 1584 70 52 69 68 53 52 53
leaf_count=54 81 102 62 55 1584 70 52 69 68 53 52 53
internal_value=0 0.000592362 0.000628243 0.000576143 0.000488219 0.000541306 0.00136623 0.000593775 0.00135932 0.000529655 0.00212291 0.000594316
internal_weight=0 2274 2220 2118 1906 1844 212 1774 137 1637 107 105
internal_count=2355 2274 2220 2118 1906 1844 212 1774 137 1637 107 105
is_linear=0
shrinkage=0.00797318


Tree=1545
num_leaves=14
num_cat=0
split_feature=1454 1455 403 12 1213 133 42 42 0 403 133 42 42
split_gain=2.22276 1.75616 1.72409 1.77789 1.53154 1.63229 2.63258 3.70044 2.78015 0.965265 1.37216 0.341612 0.164604
threshold=0.093640000000000015 -1.0000000180025095e-35 -0.54045999999999983 -0.10853999999999998 -0.083944999999999978 0.10864000000000001 0.10192000000000002 0.11497500000000001 0.12445000000000002 -0.072134999999999991 0.44892500000000007 0.086700000000000013 -0.075014999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 11 6 8 -8 -6 10 -7 12 -5
right_child=-2 2 3 4 5 9 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0015078204775139585 -0.00080386521949307147 0.0017369258581823839 0.0014949047664434504 0.0010008361086184887 0.00024919693927271584 -0.00055991941589054702 0.0028231690382152915 8.8488572744826281e-05 0.0019855566148528382 -0.0009071442686854217 0.0010113271366213633 0.00066991200067377076 0.0016024867058270983
leaf_weight=94 76 58 84 52 1457 73 58 54 54 88 55 89 53
leaf_count=94 76 58 84 52 1457 73 58 54 54 88 55 89 53
internal_value=0 0.000501997 0.00045849 0.000423426 0.000379115 0.000312073 0.000393754 0.00150538 0.000311304 -0.000301295 0.000114599 0.00101422 0.00130529
internal_weight=0 2269 2175 2117 2033 1839 1623 112 1511 216 128 194 105
internal_count=2345 2269 2175 2117 2033 1839 1623 112 1511 216 128 194 105
is_linear=0
shrinkage=0.0075133


Tree=1546
num_leaves=15
num_cat=0
split_feature=1 2 4 41 4 48 147 50 1 1 1 1 43 13
split_gain=3.54995 2.762 1.72563 3.59619 2.33741 2.4657 1.83795 1.74042 1.55424 1.71634 2.0343 3.4848 1.3265 1.26884
threshold=0.14828500000000003 0.14823500000000003 0.053255000000000004 0.077565000000000009 -0.5093899999999999 0.10891500000000001 0.086575000000000013 0.12045500000000002 0.12220000000000002 0.11156000000000001 0.10354000000000001 0.083555000000000018 -0.045129999999999997 -0.016999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 10 11 13 -10 -4
right_child=-2 -3 8 -5 5 -7 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.0027558261193361584 0.0030302728909479587 -0.0016012547188631765 -0.00031906588009196165 -0.0018178542927073959 0.00073718418950945185 0.0027025493972596989 -0.0012188044187859634 -0.0008833883263343399 -9.4231799747648151e-05 -0.0016340499540297775 0.0018047182989996255 -0.0026885428610533748 0.0021248345628383561 0.001550275450682757
leaf_weight=57 56 65 110 58 1460 59 55 71 55 83 53 52 55 56
leaf_count=57 56 65 110 58 1460 59 55 71 55 83 53 52 55 56
internal_value=0 0.000452969 0.000513056 0.000657684 0.000742107 0.000672265 0.00059667 0.00066196 -3.52995e-05 -0.000361757 2.75132e-05 -0.000404064 0.00101432 0.000310905
internal_weight=0 2289 2224 1760 1702 1645 1586 1531 464 354 271 218 110 166
internal_count=2345 2289 2224 1760 1702 1645 1586 1531 464 354 271 218 110 166
is_linear=0
shrinkage=0.0101119


Tree=1547
num_leaves=20
num_cat=0
split_feature=4 40 13 52 11 13 49 0 0 4 0 4 0 13 0 15 0 15 13
split_gain=99.1667 25.7503 18.6188 9.03556 5.83148 10.4748 5.75805 5.44335 3.40551 6.36917 7.55986 3.67913 4.97603 3.33009 2.8024 2.64506 13.8065 2.40141 0.996258
threshold=0.27161500000000005 -0.026419999999999996 -0.16392499999999996 0.047850000000000011 1.0000000180025095e-35 0.031740000000000011 0.10449500000000002 -0.046734999999999992 -0.076209999999999986 -0.17689999999999997 -0.049464999999999988 -0.085474999999999982 -0.097074999999999981 -0.081934999999999994 -0.086284999999999987 -0.42759999999999992 -0.099329999999999988 -0.077134999999999995 -0.04609499999999999
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 15 6 -6 8 13 11 -10 -11 14 -13 -1 -4 -2 -17 -8 -19
right_child=3 2 4 -5 5 -7 17 -9 9 10 -12 12 -14 -15 -16 16 -18 18 -20
leaf_value=0.0016666782657893788 0.0012786619352086468 0.0015543784310003239 0.0035965690933847834 0.0018752859326518258 0.004031060652076506 0.0027025654405247938 0.0027352602602259577 0.0012168819056889856 0.0032358333743574596 0.0026221452472414541 0.0016749097032335829 0.0024669188445497858 0.0028737555616977629 0.0024313187241098216 0.0029644910546958859 0.0014396527209441597 -9.4470639171975596e-05 0.0023609785822024374 0.001927296191116026
leaf_weight=53 72 66 52 72 52 74 54 53 67 261 52 192 806 66 121 65 56 57 54
leaf_count=53 72 66 52 72 52 74 54 53 67 261 52 192 806 66 121 65 56 57 54
internal_value=0 0.00266159 0.00273728 0.00119017 0.00277965 0.00325103 0.00274503 0.00182177 0.00278791 0.00260085 0.00246485 0.00284858 0.00279551 0.00209097 0.00315462 0.00093446 0.000729445 0.00234183 0.00215022
internal_weight=0 2080 1908 265 1842 126 1716 172 1551 380 313 1171 998 119 173 193 121 165 111
internal_count=2345 2080 1908 265 1842 126 1716 172 1551 380 313 1171 998 119 173 193 121 165 111
is_linear=0
shrinkage=0.00226508


Tree=1548
num_leaves=17
num_cat=0
split_feature=1 4 159 40 4 15 12 12 11 3 1 0 3 13 15 4
split_gain=269.249 34.1615 37.4224 28.9753 13.8215 12.1907 10.7391 10.7125 9.28514 8.54885 7.4297 5.86973 3.76725 3.6899 3.19929 2.87967
threshold=0.10752500000000002 0.26900000000000007 0.078675000000000009 -0.03549999999999999 0.26790000000000008 -0.41606999999999994 0.088745000000000004 0.11721500000000001 1.0000000180025095e-35 -0.11756999999999999 0.092810000000000017 -0.085309999999999983 -0.079724999999999976 0.031740000000000011 0.022565000000000005 -0.085474999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 10 7 11 -2 8 9 -5 -1 -3 15 -10 -14 -11
right_child=1 5 -4 4 -6 -7 -8 -9 13 12 -12 -13 14 -15 -16 -17
leaf_value=0.0032325762827344617 0.0023386989900331073 0.00078621968523064534 0.00073812479535252022 0.0028860232353664782 0.0025892834027268032 0.00015905379642850389 0.0035887018954155808 0.0027749642181569803 0.0050375790608126522 0.0042607544325379372 0.0019740181180197157 0.0018093607721185697 0.0035601306370803454 0.0041562100139415168 0.0039441180278835669 0.0039100826044674575
leaf_weight=52 91 59 67 54 53 78 76 53 54 174 62 79 322 62 223 786
leaf_count=52 91 59 67 54 53 78 76 53 54 174 62 79 322 62 223 786
internal_value=0 0.00163751 0.00228662 0.00374734 0.00382407 0.00093419 0.00290772 0.00386193 0.00389631 0.00384641 0.00254833 0.00137212 0.00388085 0.00456673 0.0037173 0.00397367
internal_weight=0 450 234 1895 1781 216 167 1728 1675 1559 114 138 1505 116 545 960
internal_count=2345 450 234 1895 1781 216 167 1728 1675 1559 114 138 1505 116 545 960
is_linear=0
shrinkage=0.0024518


Tree=1549
num_leaves=12
num_cat=0
split_feature=14 1 1 0 0 3 150 0 11 0 13
split_gain=1.98086 5.05642 3.13806 1.68596 3.34102 2.07328 1.82899 4.10559 2.54922 2.17957 1.5276
threshold=-0.31058999999999998 0.14720000000000003 0.13662500000000002 0.0037850000000000002 0.062580000000000011 0.12178000000000001 0.08926000000000002 -0.096594999999999986 0.077290000000000011 -0.18901999999999997 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -8 9 -2 -6
right_child=1 -3 -4 4 10 -7 7 -9 -10 -11 -12
leaf_value=-0.00060668106714280301 0.0022779514436074805 0.0031430517349116524 -0.0012706391341973607 -0.0014116477754696111 -5.8588015233423872e-05 -0.00051946414509132803 -0.0014983649832415338 0.0011232631713412535 0.0023862048643048736 0.00075359258982648743 0.001701629667332761
leaf_weight=78 62 52 54 71 68 79 68 86 68 1601 58
leaf_count=78 62 52 54 71 68 79 68 86 68 1601 58
internal_value=0 0.000685037 0.000627293 0.000674759 -2.80023e-05 0.000745293 0.000798344 -3.37862e-05 0.000872425 0.000810475 0.000750995
internal_weight=0 2267 2215 2161 197 1964 1885 154 1731 1663 126
internal_count=2345 2267 2215 2161 197 1964 1885 154 1731 1663 126
is_linear=0
shrinkage=0.00797318


Tree=1550
num_leaves=13
num_cat=0
split_feature=2 2 11 16 41 151 43 1 50 1212 16 4
split_gain=2.65619 1.84133 2.58066 5.43715 4.37145 3.67529 2.55046 3.96329 6.22375 2.94927 2.005 0.94219
threshold=0.17730000000000004 -0.15339499999999998 0.078340000000000007 0.39524000000000009 0.075585000000000013 0.06617000000000002 0.0015250000000000001 0.080475000000000005 0.092855000000000007 -0.014129999999999998 -0.11118499999999999 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 9 11 -9 -3 -11 -8
right_child=-2 2 3 -5 -6 -7 7 8 -10 10 -12 -13
leaf_value=0.0019794405300118815 -0.0013261718810334278 0.0021249386357697552 -0.0018363774436388177 0.0012679231456722952 0.0025065985247439103 -0.0011374218101052667 0.00019848511914216657 -0.0033368101791947766 0.0005267174968526711 0.0012365591355143163 0.00046247743788352375 0.0013556504436213832
leaf_weight=52 52 84 87 61 69 87 186 52 54 255 1289 59
leaf_count=52 52 84 87 61 69 87 186 52 54 255 1289 59
internal_value=0 0.000495381 0.000461542 -0.000556327 0.000532141 0.000466157 0.000536696 -7.95283e-05 -0.0013678 0.000669608 0.000590376 0.000477497
internal_weight=0 2335 2283 148 2135 2066 1979 351 106 1628 1544 245
internal_count=2387 2335 2283 148 2135 2066 1979 351 106 1628 1544 245
is_linear=0
shrinkage=0.00797318


Tree=1551
num_leaves=19
num_cat=0
split_feature=0 12 2 1 12 52 16 51 1 52 16 12 0 0 130 1429 16 0
split_gain=2.64777 2.04269 2.18667 4.53327 5.06321 11.1944 2.91953 2.52605 2.79332 1.76254 3.60199 1.47579 1.37344 1.28587 1.22026 1.03714 1.38081 0.979335
threshold=0.12474500000000001 -0.14847999999999997 0.082295000000000021 0.078015000000000015 0.079570000000000016 -0.101225 -0.42372999999999994 0.07955000000000001 0.08592000000000001 -0.12647999999999995 0.022165000000000004 -0.016554999999999997 -0.11242999999999999 -0.064804999999999988 0.10383500000000001 0.086095000000000019 0.21684500000000004 -0.082784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 12 6 -6 -5 8 -3 -8 -11 -10 -4 17 15 16 -14 -13
right_child=-2 2 3 4 5 -7 9 -9 11 10 -12 13 14 -15 -16 -17 -18 -19
leaf_value=0.0018378357189416095 -0.0010211275014315108 0.0025446113887484484 0.0016427393863208744 0.0012794312507356576 0.00088066415284229142 -0.003085184174746495 -0.0014637944489382822 -0.00062570063562549872 0.0017806349269707332 -0.00051928087133880374 0.0016029827132239144 0.00026564989769851228 0.00053058377634306346 -0.0004485535815869196 -0.00041920245976393729 0.0013924656846448355 -0.00040034754149183537 0.0010741417597863745
leaf_weight=52 74 52 53 91 66 93 52 64 64 164 59 137 861 57 85 66 96 201
leaf_count=52 74 52 53 91 66 93 52 64 64 164 59 137 861 57 85 66 96 201
internal_value=0 0.000394046 0.000360806 0.000226964 -0.000340943 -0.00143849 0.000135645 0.000753119 0.000925962 -0.000242558 4.18623e-05 0.000742415 0.000483837 0.000573997 0.000428331 0.000498829 0.000437117 0.000746672
internal_weight=0 2313 2261 1686 525 159 366 575 511 275 223 459 1161 395 1108 1023 957 338
internal_count=2387 2313 2261 1686 525 159 366 575 511 275 223 459 1161 395 1108 1023 957 338
is_linear=0
shrinkage=0.00736598


Tree=1552
num_leaves=27
num_cat=0
split_feature=1 2 12 12 43 2 3 0 2 160 2 1 43 52 52 3 13 12 0 43 2 43 13 133 160 13
split_gain=205.408 47.3205 33.3369 31.388 14.974 12.0257 8.00708 7.65492 7.54773 5.91036 4.17229 3.76577 3.17075 4.97958 2.42695 3.21936 1.95766 1.57906 1.83036 1.57537 1.51331 1.46811 0.960216 0.889235 1.18198 0.363646
threshold=0.104035 0.14823500000000003 0.087245000000000003 0.077755000000000005 -0.074359999999999996 0.092235000000000025 -0.15680499999999997 -0.061204999999999989 0.10672500000000001 -1.0000000180025095e-35 0.088930000000000023 0.11670500000000002 -0.074204999999999979 -0.023474999999999996 -0.082554999999999976 0.0012800000000000001 -0.032264999999999995 0.093840000000000021 -0.089964999999999976 0.0039500000000000013 0.083175000000000013 -0.046639999999999994 -0.013944999999999997 0.088035000000000016 -1.0000000180025095e-35 -0.080299999999999996
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=3 2 9 4 -1 -6 -5 10 11 -2 17 -4 23 -14 -11 -16 -9 18 20 -20 -8 -19 -15 25 -25 -12
right_child=1 -3 8 6 5 -7 7 16 -10 14 12 -13 13 22 15 -17 -18 21 19 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0022906925695334239 0.0026076806098228197 0.00054187755152955994 0.0043526785711496055 0.0049157644085117812 0.0042138353708370806 0.0029700180706000953 0.0048611999567602813 0.0037590820723144248 0.0027053472895835332 0.0022653581636552442 0.0045007771874913142 0.0034012720981533569 0.0030724899159833476 0.004055147778741509 0.0011984412511684406 0.0019551177418375429 0.0031193026105196925 0.0042619679289181596 0.0042638438451453849 0.0038144690151523208 0.004348978544008425 0.0037045224747479389 0.0036868542313743817 0.0042839442528247659 0.0038012876534914233 0.0041902900231174951
leaf_weight=79 85 87 52 77 96 99 56 73 52 56 52 53 52 145 59 88 52 59 539 55 109 62 67 62 69 52
leaf_count=79 85 87 52 77 96 99 56 73 52 56 52 53 52 145 59 88 52 59 539 55 109 62 67 62 69 52
internal_value=0 0.00222911 0.00255891 0.003992 0.00321014 0.0035825 0.00412749 0.00408711 0.00348623 0.0020533 0.00414093 0.0038727 0.00395746 0.00376833 0.00182104 0.0016516 0.00349315 0.00424494 0.00428769 0.00422228 0.00452299 0.00397656 0.00393888 0.00416983 0.00402992 0.00434579
internal_weight=0 532 445 1855 274 195 1581 1504 157 288 1379 105 499 264 203 147 125 880 759 594 165 121 212 235 131 104
internal_count=2387 532 445 1855 274 195 1581 1504 157 288 1379 105 499 264 203 147 125 880 759 594 165 121 212 235 131 104
is_linear=0
shrinkage=0.00250084


Tree=1553
num_leaves=23
num_cat=0
split_feature=1 52 12 1 12 1 160 12 16 1 49 13 12 16 16 15 1 12 13 0 15 42
split_gain=191.629 52.5757 30.2661 18.6472 17.7701 15.6117 11.5183 10.1118 8.96474 6.229 14.3495 6.41609 4.48697 4.13682 3.69991 3.56813 2.95536 3.88104 2.72772 2.61142 2.56492 1.0112
threshold=0.10538500000000002 -0.40011499999999994 -0.029844999999999997 0.13630500000000004 0.088105000000000003 0.092655000000000015 -1.0000000180025095e-35 0.11769500000000001 -0.15135499999999999 0.086920000000000011 -0.014169999999999999 -0.13033499999999998 0.091475000000000015 -0.0007049999999999999 0.21684500000000004 -0.40992999999999996 0.099850000000000008 0.085495000000000015 0.059130000000000009 -0.10185499999999999 -1.0000000180025095e-35 0.088415000000000007
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 -2 5 4 6 -1 -3 9 -8 11 -11 -4 13 19 18 -5 17 -12 -14 -13 -15 -19
right_child=1 3 7 15 -6 -7 8 -9 -10 10 16 12 14 20 -16 -17 -18 21 -20 -21 -22 -23
leaf_value=0.0028617059918000756 0.0037231069696757532 0.0020783064269823924 0.0042824520106284894 0.00082713164090292258 0.0024693184335398844 0.00098118250053955179 0.0014144290367027498 0.0023507253247859938 0.00024809996038127786 0.0021089390435481401 0.0025971277735082994 0.0030041584323203556 0.0031847883907182304 0.0036155248878895476 0.0026718622896923622 -1.9600206601720119e-06 0.0038328494696540484 0.0035249497002333521 0.0037898636440474474 0.0034850770599936139 0.0042547947512025361 0.003196543745650629
leaf_weight=59 60 64 56 68 94 52 82 64 83 75 53 81 233 100 72 62 58 111 59 603 66 132
leaf_count=59 60 64 56 68 94 52 82 64 83 75 53 81 233 100 72 62 58 111 59 603 66 132
internal_value=0 0.00152304 0.00324819 0.00123158 0.00155351 0.00198098 0.00117747 0.00332796 0.000827892 0.00336475 0.0031036 0.00345295 0.00341466 0.00351446 0.00318155 0.000431513 0.00331426 0.00321255 0.00330714 0.00342817 0.00386985 0.00334667
internal_weight=0 513 1874 453 323 111 229 1763 165 1699 429 1270 1214 850 364 130 354 296 292 684 166 243
internal_count=2387 513 1874 453 323 111 229 1763 165 1699 429 1270 1214 850 364 130 354 296 292 684 166 243
is_linear=0
shrinkage=0.00250084


Tree=1554
num_leaves=22
num_cat=0
split_feature=4 12 13 2 2 13 43 4 2 14 12 2 2 401 1456 133 133 42 13 2 2
split_gain=180.042 73.9331 26.4054 23.9612 16.596 10.4196 17.948 9.71827 17.9256 9.20129 8.02332 5.78043 4.82416 3.13953 2.95457 2.67784 2.5253 2.08915 1.58056 0.797421 0.343639
threshold=0.27161500000000005 0.077755000000000005 -0.0013449999999999996 0.14870000000000003 0.12708000000000003 -0.28558999999999996 -0.076974999999999988 -0.15450999999999995 0.093565000000000023 0.023790000000000002 -1.0000000180025095e-35 0.11500500000000001 0.097070000000000004 0.087495000000000003 0.056145000000000007 0.087575000000000014 0.090445000000000011 1.0000000180025095e-35 -0.06457499999999998 0.106035 0.08486500000000001
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 2 5 10 9 -1 -7 -4 -9 12 -2 -12 13 14 17 -16 18 -3 -14 -20 -15
right_child=3 4 7 -5 -6 6 -8 8 -10 -11 11 -13 16 20 15 -17 -18 -19 19 -21 -22
leaf_value=0.00082631897888439123 0.00098039506041637742 0.0036615606214777398 0.0036467792844062262 -0.00028728723380628277 0.0021897542443278565 0.0013824071281030238 0.0031867923667821723 0.0033171072007422992 0.0015653648663914751 0.0045890275616793765 0.0024446489186109007 0.001420856535693881 0.0037182910881397571 0.0038658546452743823 0.0042255845525779436 0.0035067537638397129 0.0029130345343408807 0.0034364237562060983 0.0030108908261534824 0.0034049293887469514 0.0041576369750006342
leaf_weight=56 90 412 79 53 54 86 54 83 61 52 66 67 67 55 74 55 91 645 52 83 52
leaf_count=56 90 412 79 53 54 86 54 83 61 52 66 67 67 55 74 55 91 645 52 83 52
internal_value=0 0.0033 0.00237776 0.00119413 0.00352836 0.00172092 0.00207857 0.00295496 0.00257523 0.00357248 0.00154633 0.0019291 0.00353913 0.00360369 0.0035672 0.00391931 0.00325415 0.0035242 0.00340769 0.00325335 0.0040079
internal_weight=0 2111 419 276 1692 196 140 223 144 1638 223 133 1586 1293 1186 129 293 1057 202 135 107
internal_count=2387 2111 419 276 1692 196 140 223 144 1638 223 133 1586 1293 1186 129 293 1057 202 135 107
is_linear=0
shrinkage=0.0024518


Tree=1555
num_leaves=18
num_cat=0
split_feature=2 51 1 481 48 0 1 40 2 484 48 123 133 0 42 133 42
split_gain=4.26041 3.33227 2.57561 2.44268 1.99975 2.23779 4.18805 2.8657 5.013 2.1702 2.73409 2.89776 1.59088 2.24935 1.40565 1.00734 0.904082
threshold=0.13538500000000001 0.10707500000000002 0.081540000000000015 -0.0087899999999999975 -0.082959999999999992 -0.10653 0.083065000000000014 -1.0000000180025095e-35 0.10713500000000002 0.091180000000000011 0.089155000000000012 0.083835000000000007 0.0024650000000000006 -0.061994999999999995 0.088345000000000021 0.0024650000000000006 0.08512500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 14 -5 6 -6 -8 -9 10 11 -7 13 -2 16 -12 -1
right_child=12 2 -4 4 5 9 7 8 -10 -11 15 -13 -14 -15 -16 -17 -18
leaf_value=0.0016401662405390368 0.00013880812453917073 0.00099565372766568703 0.0031522112057770502 0.0021620729777280332 0.0014792128979656326 0.0007161964341237864 0.00099307704529096518 -0.0024356360116980741 0.00049883111564798526 0.0020617433224991411 0.0024485351276194237 -0.0012264104659673693 0.00074451044356952214 -0.0020553081982389067 0.00083165331578889039 0.00098738277723225661 0.0030362760464209492
leaf_weight=76 66 71 76 64 96 1200 57 87 69 89 79 53 58 58 80 52 52
leaf_count=76 66 71 76 64 96 1200 57 87 69 89 79 53 58 58 80 52 52
internal_value=0 0.000927946 0.0021112 0.000843221 0.000748995 0.000698196 6.86591e-05 -0.000566676 -0.00113714 0.000830199 0.00075094 0.000633958 -0.000366436 -0.000886772 0.00167906 0.0018692 0.00220801
internal_weight=0 2201 147 2054 1846 1782 309 213 156 1473 1384 1253 182 124 208 131 128
internal_count=2383 2201 147 2054 1846 1782 309 213 156 1473 1384 1253 182 124 208 131 128
is_linear=0
shrinkage=0.00813264


Tree=1556
num_leaves=20
num_cat=0
split_feature=1 3 1 47 150 1 11 11 3 3 49 3 43 1447 475 481 483 43 52
split_gain=121.747 25.5038 10.2791 10.3534 6.67328 10.8481 9.65391 6.69475 5.5493 5.77404 7.03633 4.38144 3.55871 1.7795 2.025 1.56843 1.45816 1.33171 0.939741
threshold=0.10574000000000001 -0.049204999999999992 0.12007000000000002 0.085505000000000012 0.08926000000000002 0.085720000000000005 1.0000000180025095e-35 0.084680000000000019 -0.11756999999999999 -0.081359999999999988 0.12603000000000003 0.0025650000000000004 -0.079689999999999983 -0.051529999999999992 -0.060699999999999997 -0.085749999999999979 0.087440000000000004 -1.0000000180025095e-35 0.085625000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 12 11 17 6 -6 8 -8 -1 15 13 -3 -2 -11 -15 -10 18 -4 -17
right_child=1 2 3 -5 5 -7 7 -9 9 10 -12 -13 -14 14 -16 16 -18 -19 -20
leaf_value=0.0018859635770647439 0.0015410228158527983 0.0008555304130626472 0.00040346092597548419 0.0013863794886157651 0.0026923581381023691 0.0013576422146649339 0.0039074258680971185 0.0027292789183322179 0.0031788992064998179 0.0029093913521179189 0.001637648307584014 0.0017288462028416305 0.0023095242483052239 0.002137698215843985 0.0025532352113862753 0.0028545312236831371 0.0023714734952721898 -7.9684057930869064e-05 0.0026665875495248473
leaf_weight=61 53 57 60 54 80 63 57 55 53 71 53 80 103 77 621 392 56 73 264
leaf_count=61 53 57 60 54 80 63 57 55 53 71 53 80 103 77 621 392 56 73 264
internal_value=0 0.00124997 0.000865369 0.000498691 0.00260477 0.00210452 0.0026454 0.0033291 0.00259892 0.0026263 0.00248613 0.00136568 0.0020486 0.00254458 0.00250743 0.00277688 0.00274692 0.000138083 0.00277893
internal_weight=0 480 324 187 1903 143 1760 112 1648 1587 822 137 156 769 698 765 712 133 656
internal_count=2383 480 324 187 1903 143 1760 112 1648 1587 822 137 156 769 698 765 712 133 656
is_linear=0
shrinkage=0.00240373


Tree=1557
num_leaves=10
num_cat=0
split_feature=14 1444 11 11 393 149 16 393 132
split_gain=3.29682 2.43309 2.1567 5.27814 1.95781 1.48132 1.65186 1.5317 1.45098
threshold=-0.31058999999999998 -0.050539999999999995 1.0000000180025095e-35 0.086080000000000018 0.10358500000000001 0.07770500000000001 -0.5315899999999999 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 8 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00080775896546371624 0.0020665555671048577 -0.00054398335915433111 0.0030540132656913213 0.00044936020498763163 0.0019521995887214815 -0.000555502683594887 0.00063451713896413536 -0.00045555009302585757 0.0012809325093288463
leaf_weight=69 64 56 62 95 53 52 1689 57 186
leaf_count=69 64 56 62 95 53 52 1689 57 186
internal_value=0 0.000731439 0.000693429 0.00147842 0.00063451 0.00060024 0.000630508 0.000664589 0.000698681
internal_weight=0 2314 2250 157 2093 2040 1988 1932 1875
internal_count=2383 2314 2250 157 2093 2040 1988 1932 1875
is_linear=0
shrinkage=0.00694113


Tree=1558
num_leaves=23
num_cat=0
split_feature=2 15 0 3 159 0 13 51 160 133 133 3 43 15 1446 42 2 160 2 43 15 15
split_gain=3.23122 4.14735 4.80492 2.66715 2.57902 2.22544 1.78364 1.72976 1.77705 1.71546 2.42279 2.28607 2.47715 2.26984 1.58521 1.28735 1.27122 1.12275 1.08957 0.910475 1.02173 1.16956
threshold=0.10836000000000003 -0.4666249999999999 -0.00077999999999999999 0.10703500000000001 0.096385000000000012 -0.14310999999999999 0.0083850000000000018 0.10707500000000002 -0.11922499999999998 -0.010174999999999998 -0.0052199999999999989 -0.082844999999999988 -0.088689999999999977 -0.14733499999999997 0.057835000000000004 0.099455000000000002 0.13194500000000003 -0.080844999999999986 0.10054500000000001 -0.011584999999999998 -0.0061449999999999986 0.084925000000000014
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 4 7 5 -3 15 9 -9 17 -11 14 -13 -14 18 16 -7 -1 -12 -19 -21 -22
right_child=1 2 -4 -5 -6 6 -8 8 -10 10 11 12 13 -15 -16 -17 -18 19 -20 20 21 -23
leaf_value=0.0024304718993041043 0.0024094785191436218 -0.00099953419074800165 -0.002406034660195483 0.0027481242131772088 -0.0015875588146595306 0.0010620500095677046 -0.00042155017855834717 0.00074982319435766705 0.0029613098917363203 -0.0012529110319092727 0.0010913479381784662 0.0021084755379174795 -0.0015146454746917395 0.00033194237284112749 0.0025421625219061317 0.0001197685819750894 0.002806038540515136 0.0017859442387699468 -0.00019337935338717494 7.1464604867370052e-06 0.002228631056470995 0.00078381881856720852
leaf_weight=52 53 62 65 58 54 84 63 55 58 53 426 55 57 542 53 53 53 102 58 86 57 184
leaf_count=52 53 62 65 58 54 84 63 55 58 53 426 55 57 542 53 53 53 102 58 86 57 184
internal_value=0 8.468e-05 -0.000199007 0.000888783 0.00018951 0.000494448 0.000860934 0.000830058 0.00188575 0.000760848 0.000588081 0.000670085 0.000320404 0.000156067 0.00109578 0.00128667 0.00173742 0.00120748 0.000937199 0.00105902 0.000831979 0.00112593
internal_weight=0 487 434 1896 369 315 253 1838 113 1725 1244 1191 654 599 537 190 137 481 484 429 327 241
internal_count=2383 487 434 1896 369 315 253 1838 113 1725 1244 1191 654 599 537 190 137 481 484 429 327 241
is_linear=0
shrinkage=0.00880303


Tree=1559
num_leaves=12
num_cat=0
split_feature=2 16 14 41 1443 11 13 2 4 42 15
split_gain=2.7516 2.16007 1.94236 2.42976 3.61524 2.26044 4.54377 1.65609 2.15866 2.28844 1.67295
threshold=0.13538500000000001 -0.11118499999999999 -0.10708499999999999 0.083525000000000016 0.084655000000000022 1.0000000180025095e-35 0.084330000000000016 -0.0091949999999999983 -0.082869999999999985 0.085790000000000019 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 -4 9 -9 -10
right_child=1 -3 3 -5 -6 6 -8 8 10 -11 -12
leaf_value=0.002051462939774196 0.0005414308237234901 -0.0012005415189318125 -0.00054897626364335916 -0.0010692398278115062 0.0026645768709374754 0.0033831404985278199 0.00028705725561420527 0.00082679006574058354 -0.00092203104918168175 0.0025339389957678782 0.00047144016494403212
leaf_weight=59 84 98 90 55 54 53 70 327 57 59 1377
leaf_count=59 84 98 90 55 54 53 70 327 57 59 1377
internal_value=0 -0.000396087 0.000623736 0.000584371 0.00062799 0.000573853 0.00162183 0.000506321 0.000558552 0.00108795 0.000415992
internal_weight=0 182 2201 2142 2087 2033 123 1910 1820 386 1434
internal_count=2383 182 2201 2142 2087 2033 123 1910 1820 386 1434
is_linear=0
shrinkage=0.00797318


Tree=1560
num_leaves=19
num_cat=0
split_feature=0 16 49 150 43 0 1456 43 13 43 2 2 52 403 49 13 16 16
split_gain=5.25179 8.35407 2.65879 7.02611 2.62571 1.89975 1.89381 2.57725 1.73432 1.52637 1.38185 2.44151 1.47219 1.26676 1.1499 0.967912 0.665802 1.38859
threshold=0.0037850000000000002 0.034535000000000003 -0.062709999999999974 1.0000000180025095e-35 -0.0045949999999999993 -0.22384499999999996 -0.067074999999999982 -0.075574999999999989 -0.091769999999999977 -0.084964999999999985 0.11923000000000002 0.10527500000000002 -0.043914999999999989 0.10446500000000002 -0.022974999999999999 0.085880000000000012 0.10246000000000001 -0.34140499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 5 -3 -4 7 -7 -1 -10 11 13 -13 -8 -5 -6 17 -12
right_child=1 4 3 14 15 6 10 -9 9 -11 16 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00020071551415914348 -0.0035438767506177486 -0.0013880961028665784 0.0028198956931987629 -0.0031671798383416353 0.0026809463724735685 0.00079531221948286998 0.0010484067044554989 -0.0021968685498649247 0.0014046898087156487 0.0034477062196700417 0.0011199401626059825 -0.0018527275483360066 0.00038050599461525995 -0.00018540631292969899 -0.00088278003226256187 0.00061259094965605582 0.0008981674391656181 0.0036179650935626514
leaf_weight=53 89 52 57 54 52 85 1148 58 85 91 54 61 84 109 52 57 58 53
leaf_count=53 89 52 57 54 52 85 1148 58 85 91 54 61 84 109 52 57 58 53
internal_value=0 -0.000852569 0.000825338 0.000689126 0.000634447 0.000853366 0.000787747 -0.000417482 0.00193892 0.00246169 0.000897807 0.000786156 -0.000558186 0.000941324 -0.00204763 0.0016004 0.0018458 0.00235837
internal_weight=0 250 2102 1873 161 1767 1710 143 229 176 1567 1402 145 1257 106 109 165 107
internal_count=2352 250 2102 1873 161 1767 1710 143 229 176 1567 1402 145 1257 106 109 165 107
is_linear=0
shrinkage=0.0109455


Tree=1561
num_leaves=18
num_cat=0
split_feature=0 4 1 49 150 1453 42 133 1 4 13 42 0 4 4 483 16
split_gain=3.63285 6.91257 3.79513 1.83954 4.86132 2.41639 1.65567 1.50157 2.14597 1.37185 1.74306 1.31441 1.19469 1.23665 2.6127 1.22749 1.17645
threshold=0.0037850000000000002 -0.21586499999999997 0.081540000000000015 -0.062709999999999974 1.0000000180025095e-35 -0.066944999999999991 0.10306000000000001 0.4028000000000001 0.084795000000000023 -0.014854999999999998 -0.0049299999999999995 0.083725000000000008 -0.22384499999999996 0.03851000000000001 -0.00076499999999999995 0.0015150000000000003 -0.071629999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 -5 12 8 -8 -1 16 -6 -7 14 -14 -15 -11
right_child=1 -3 -4 4 11 6 7 -9 -10 10 -12 -13 13 15 -16 -17 -18
leaf_value=0.0029173497412395759 -0.0013433808242111721 -0.003129018938036509 0.0017267789199177197 -0.0011712876007196023 -0.0026999374740598048 0.0020930028745686424 0.001094163588351795 0.00056307979895200977 0.0038388251302861418 0.0014727716039363648 0.0025524622820963937 -0.00044505518103996034 0.00054541313884274949 -0.00031938479122727579 0.002102097777655429 0.0012397804963772282 -0.00052898718316218396
leaf_weight=53 69 79 102 71 53 54 65 85 53 55 55 53 999 251 124 65 66
leaf_count=53 69 79 102 71 53 54 65 85 53 55 55 53 999 251 124 65 66
internal_value=0 -0.000655017 0.000487311 0.000634201 0.000529514 0.000655733 0.000732282 0.00158944 0.00232785 0.00148997 0.00105952 -0.00157351 0.000615664 0.00056015 0.000717396 9.87991e-07 0.000380011
internal_weight=0 250 171 2102 1873 1767 1696 203 118 229 176 106 1493 1439 1123 316 121
internal_count=2352 250 171 2102 1873 1767 1696 203 118 229 176 106 1493 1439 1123 316 121
is_linear=0
shrinkage=0.0101119


Tree=1562
num_leaves=9
num_cat=0
split_feature=9 1447 160 52 3 1348 39 51
split_gain=2.93896 2.01938 2.23564 1.91971 1.68602 2.30821 1.45942 1.63253
threshold=-1.0000000180025095e-35 -0.085754999999999984 -0.54119499999999987 0.51358000000000004 0.31370500000000007 0.080060000000000006 0.10334500000000001 0.10501000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=-0.0013085860665401974 -0.00076495909280559736 0.0021004083955235135 0.00032681443131314571 -0.00091169545226324846 -0.00078322294144912317 0.002158018632897473 0.0015991839218682967 0.0012524787067257487
leaf_weight=70 97 52 1731 72 72 53 69 136
leaf_count=70 97 52 1731 72 72 53 69 136
internal_value=0 0.000382929 0.000433928 0.00039326 0.00043889 0.000483173 0.000437278 0.00039429
internal_weight=0 2282 2185 2133 2061 1989 1936 1867
internal_count=2352 2282 2185 2133 2061 1989 1936 1867
is_linear=0
shrinkage=0.00813264


Tree=1563
num_leaves=26
num_cat=0
split_feature=4 12 2 2 12 2 11 2 2 43 0 159 4 43 2 4 0 4 12 160 2 2 43 133 12
split_gain=172.512 71.6483 34.026 26.8813 13.3934 11.2732 10.519 7.86766 7.43442 3.88451 5.09129 3.52489 3.3273 3.16309 3.56532 2.91559 2.55772 2.38401 2.16694 2.45337 2.07705 1.34216 0.754133 1.44273 0.23192
threshold=0.27161500000000005 0.054520000000000006 0.10859000000000001 0.079570000000000016 0.093270000000000006 0.14461000000000004 1.0000000180025095e-35 0.12454500000000002 0.093255000000000018 -0.072174999999999975 -0.071519999999999986 0.018290000000000004 -0.012569999999999998 0.0045450000000000013 0.087765000000000024 -0.060264999999999992 -0.077584999999999987 0.0030100000000000001 0.083785000000000012 -0.0039899999999999988 0.09796500000000001 0.11891500000000001 -0.076554999999999984 -0.021469999999999996 0.088965000000000002
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=1 2 3 -1 6 9 13 11 -5 -2 -11 15 -10 17 -15 16 -6 18 -3 -20 -18 -4 -17 -24 -19
right_child=5 4 21 8 7 -7 -8 -9 12 10 -12 -13 -14 14 -16 22 20 24 19 -21 -22 -23 23 -25 -26
leaf_value=0.0015855182660170425 0.00074143782530213356 0.0039125725534149142 0.0014438744332694227 0.0036414340878793867 0.0036217688532513789 1.0627459332737319e-05 0.0043145057377529219 0.002135346996709666 0.0031080065915720691 0.0018138183061566246 0.00086392939482443426 0.003610545696316852 0.0022676222035209956 0.0033559120899784209 0.0025555279758644948 0.0030279132539074109 0.002822496120367632 0.0032122541057812595 0.0032558364653151998 0.0035546433403922072 0.0033571616159553739 0.00095017798382478148 0.0030102706086091572 0.0025423753246991416 0.0029819856298521569
leaf_weight=96 63 63 56 91 62 55 75 56 58 88 52 65 52 81 54 72 100 62 256 432 74 75 64 98 52
leaf_count=96 63 63 56 91 62 55 75 56 58 88 52 65 52 81 54 72 100 62 256 432 74 75 64 98 52
internal_value=0 0.00305968 0.00218227 0.00263245 0.00328507 0.000976405 0.00344503 0.00299407 0.00313235 0.00123794 0.00146119 0.0030839 0.00271097 0.0033798 0.00303595 0.00301102 0.00320034 0.00343343 0.00348288 0.0034435 0.00305003 0.00116142 0.00281996 0.00272738 0.00310744
internal_weight=0 2094 428 297 1666 258 1075 591 201 203 140 535 110 1000 135 470 236 865 751 688 174 131 234 162 114
internal_count=2352 2094 428 297 1666 258 1075 591 201 203 140 535 110 1000 135 470 236 865 751 688 174 131 234 162 114
is_linear=0
shrinkage=0.00240373


Tree=1564
num_leaves=16
num_cat=0
split_feature=0 159 155 13 10 2 448 159 52 0 2 0 52 2 51
split_gain=2.6194 4.02033 3.5257 6.9547 2.45375 2.20597 2.65247 1.79349 1.88842 1.25409 1.9145 2.49158 1.25923 0.776788 0.546533
threshold=0.0037850000000000002 0.092960000000000015 0.089885000000000007 -0.011494999999999998 -0.074314999999999978 -0.020134999999999997 -0.050549999999999991 0.087395000000000014 -0.069034999999999985 -0.071969999999999992 0.11517500000000001 -0.18560999999999997 0.095415000000000014 0.10222000000000002 -0.020999999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 -7 9 14 10 11 -8 13 -11 -9
right_child=1 -3 -4 -5 5 6 7 8 -10 12 -12 -13 -14 -15 -16
leaf_value=0.0019343331379146319 0.00036019472651155191 0.0015122891394273583 0.00069748754508669789 -0.0031183251916641645 -0.0010991359398230711 0.0020075193621991857 0.0018597803795978058 -0.0013588172595190363 0.00059127544200051328 0.0018008730545760266 -0.00068009943162639596 0.00041187690254693556 0.00022173573530553353 0.0008558822057725833 -0.0003305869055488674
leaf_weight=67 62 54 60 74 53 65 74 62 94 97 87 1242 92 109 60
leaf_count=67 62 54 60 74 53 65 74 62 94 97 87 1242 92 109 60
internal_value=0 -0.000338663 -0.000849036 -0.00153193 0.000490942 0.00044338 0.000484669 0.000432991 -0.000224546 0.000516536 0.000420532 0.000493356 0.000968252 0.00130125 -0.000853801
internal_weight=0 250 196 136 2102 2035 1982 1917 216 1701 1403 1316 298 206 122
internal_count=2352 250 196 136 2102 2035 1982 1917 216 1701 1403 1316 298 206 122
is_linear=0
shrinkage=0.00766357


Tree=1565
num_leaves=19
num_cat=0
split_feature=4 12 2 43 12 2 4 2 4 2 2 0 4 3 52 4 3 16
split_gain=173.627 66.0387 23.4765 27.392 17.3408 12.6652 8.33783 7.07642 6.81617 6.81239 6.63662 5.7079 5.59435 5.18897 3.77394 3.30109 1.48161 0.588378
threshold=0.30163500000000004 0.054520000000000006 0.11353000000000001 -0.065804999999999989 0.13332500000000003 0.13775000000000001 -0.14538499999999996 0.091070000000000012 -0.49269499999999994 0.10244500000000002 0.081110000000000015 -0.061994999999999995 0.51286500000000013 -0.12595999999999999 -0.025904999999999994 0.043850000000000007 -0.075604999999999992 -0.52180499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 8 12 -5 -8 -3 11 -1 13 17 -10 -11 -15 -16 -2
right_child=5 4 -4 6 -6 -7 7 -9 9 14 -12 -13 -14 15 16 -17 -18 -19
leaf_value=0.0022985233539662853 0.0027715866967529326 0.0055103130496449524 0.0024229252052794586 0.0050947175835295254 0.0032639558997888704 0.0013634121788127476 0.004491582636910599 0.0033537642722321812 0.0053835357309232395 0.0039225317715557437 0.0034791525518133091 0.0039656060971896868 0.0020437398278835713 0.0047673408373378034 0.0048840335434749077 0.0043082479954100568 0.0042937152754416626 0.0031319601548372615
leaf_weight=56 60 61 86 69 52 67 85 54 78 103 59 56 66 1143 52 104 53 54
leaf_count=56 60 61 86 69 52 67 85 54 78 103 59 56 66 1143 52 104 53 54
internal_value=0 0.00444703 0.00356213 0.00386537 0.00465966 0.00227423 0.00439652 0.00404974 0.00470363 0.00467264 0.00290447 0.00473512 0.00261311 0.00476762 0.00425774 0.00472907 0.00458631 0.00294252
internal_weight=0 2111 409 323 1702 247 208 139 1650 1589 115 1381 180 1325 208 1247 105 114
internal_count=2358 2111 409 323 1702 247 208 139 1650 1589 115 1381 180 1325 208 1247 105 114
is_linear=0
shrinkage=0.0024518


Tree=1566
num_leaves=13
num_cat=0
split_feature=149 9 147 48 16 43 12 15 4 151 1 2
split_gain=3.45053 3.672 3.51329 2.10897 4.0681 3.12184 3.5183 1.63006 5.91732 2.2712 4.43431 2.52165
threshold=0.079000000000000015 -1.0000000180025095e-35 0.089365000000000014 0.093265000000000015 0.10923000000000001 -0.082354999999999984 0.054520000000000006 -0.4680149999999999 0.50373500000000015 -0.086654999999999982 0.079865000000000019 0.12992500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -7 -3 9 10 -9 -11
right_child=-2 2 -4 4 -6 6 -8 8 -10 11 -12 -13
leaf_value=-0.0017587586252781294 0.0030150575557420568 0.0024321938361745016 -0.0015250823119699849 0.0024229847236659358 -0.0026458401231634109 -0.0018661579454389687 0.0014198688952258192 0.0012289945039900348 -0.002520916684397113 0.00085873133013522921 -0.0026545514954451621 0.0029456734354254125
leaf_weight=66 57 58 73 57 52 70 59 65 53 1637 52 59
leaf_count=66 57 58 73 57 52 70 59 65 53 1637 52 59
internal_value=0 0.000545414 0.000613504 0.000685762 -0.000194229 0.000490599 -0.000362426 0.000794673 0.000743718 0.000839212 -0.000496121 0.000931394
internal_weight=0 2301 2235 2162 238 186 129 1924 1866 1813 117 1696
internal_count=2358 2301 2235 2162 238 186 129 1924 1866 1813 117 1696
is_linear=0
shrinkage=0.00991364


Tree=1567
num_leaves=25
num_cat=0
split_feature=4 2 12 2 2 4 2 4 1212 12 12 2 483 133 133 1375 2 484 52 403 2 12 133 4
split_gain=88.6741 30.9549 20.3275 17.7094 10.6289 8.81912 8.15431 6.17819 4.49858 3.87333 3.66453 2.57297 2.14333 2.13561 2.41253 2.09688 2.09277 1.94046 1.66176 1.2079 1.06182 1.03518 0.720854 1.15188
threshold=0.30163500000000004 0.14925000000000002 0.054520000000000006 -0.007134999999999999 0.092235000000000025 -0.010739999999999998 0.12708000000000003 -0.080954999999999985 0.087685000000000013 -0.024179999999999997 0.093840000000000021 0.084275000000000003 -0.041389999999999989 0.11524500000000001 0.50628500000000021 -0.081379999999999994 0.10045500000000002 0.087150000000000019 -0.0082999999999999984 -1.0000000180025095e-35 0.08673500000000002 0.085325000000000012 0.059605000000000012 -0.039459999999999995
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 2 3 -1 20 -6 16 8 11 -7 12 21 -9 22 -15 -14 -2 -17 -13 -20 -5 -4 23 -12
right_child=6 -3 7 4 5 9 -8 10 -10 -11 13 18 15 14 -16 17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0011350333269124194 0.0013360539267924494 0.00098568755448210678 0.003694489343449325 0.0028731523480833242 0.0026860690977398463 0.0021730070640614161 0.00076554960503704642 0.0032660908036376535 0.0026159614602362215 0.00127942838007121 0.0028915032805599886 0.0033421635980161544 0.0033103289214337279 0.002099592581751325 0.0027438710312092988 0.0027764140116805793 0.0018862455092389118 0.0031994159007482786 0.0031115057538320182 0.0027436456803949061 0.0033147753522015009 0.0032938083863306993 0.0029920164803451622 0.0025637173257424027
leaf_weight=58 71 52 59 70 101 52 98 80 83 52 95 89 52 71 56 528 78 66 118 83 52 89 53 152
leaf_count=58 71 52 59 70 101 52 98 80 83 52 95 89 52 71 56 528 78 66 118 83 52 89 53 152
internal_value=0 0.0027469 0.00279137 0.00231237 0.00252112 0.00219936 0.00128364 0.00290152 0.00311076 0.00172645 0.00280695 0.00320446 0.00290717 0.00263649 0.00238388 0.00286269 0.00162424 0.00282346 0.00307718 0.00295973 0.00306159 0.00345371 0.00274335 0.00268989
internal_weight=0 2111 2059 385 327 205 247 1674 521 104 1153 438 726 427 127 646 149 594 290 201 122 148 300 247
internal_count=2358 2111 2059 385 327 205 247 1674 521 104 1153 438 726 427 127 646 149 594 290 201 122 148 300 247
is_linear=0
shrinkage=0.00231039


Tree=1568
num_leaves=14
num_cat=0
split_feature=2 149 147 1446 52 3 12 2 2 12 403 2 52
split_gain=2.36669 2.58965 1.84218 1.7229 1.78516 2.88542 1.6164 3.34878 3.4631 1.62716 1.93441 1.25315 0.687817
threshold=0.16730000000000003 0.079000000000000015 0.089365000000000014 0.10428500000000002 0.12398000000000002 -0.034684999999999994 0.082780000000000006 0.11517500000000001 0.10713500000000002 0.083785000000000012 -0.081224999999999992 0.098215000000000011 0.51286500000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 11 7 8 -1 -8 -11 12 -6
right_child=-2 -3 -4 -5 5 -7 9 -9 -10 10 -12 -13 -14
leaf_value=0.0001640869119196067 -0.0012461983737902867 0.0026364905041585218 -0.00078355842404004912 -0.00088331760491228205 0.00011917333575657966 0.0032309581237801471 0.0022988256662453818 -0.0013598160218676761 0.0025242353592270757 9.3923394773083813e-05 0.00089344708355943618 0.002059741166694079 0.0013318980369496952
leaf_weight=334 54 52 74 57 112 54 53 95 59 326 973 58 57
leaf_count=334 54 52 74 57 112 54 53 95 59 326 973 58 57
internal_value=0 0.000654894 0.000609095 0.000656456 0.000697881 0.00136473 0.00059599 0.000152771 0.000518653 0.000755897 0.000692871 0.000920363 0.000528766
internal_weight=0 2304 2252 2178 2121 281 1840 488 393 1352 1299 227 169
internal_count=2358 2304 2252 2178 2121 281 1840 488 393 1352 1299 227 169
is_linear=0
shrinkage=0.00897909


Tree=1569
num_leaves=12
num_cat=0
split_feature=9 448 16 14 0 0 11 48 0 0 52
split_gain=2.30579 1.9382 2.1845 1.75794 1.85608 4.12478 1.74735 2.33523 5.32094 4.70543 1.45615
threshold=-1.0000000180025095e-35 -0.051794999999999994 -0.54150999999999994 1.0000000180025095e-35 -0.13314999999999996 -0.14803999999999998 0.087925000000000017 0.093265000000000015 -0.037224999999999994 -0.061994999999999995 -0.023079999999999996
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 -4
right_child=1 2 3 -5 6 -7 -8 9 -10 -11 -12
leaf_value=-0.0010633808731798627 -0.00078138356629907705 0.0023457627204495984 0.001756404253648175 0.0019786714588480858 0.00057515362693370548 -0.0020596544695211925 -0.00079152734407992892 0.00063476609766421053 0.0022072445595006703 -0.002543395120779654 -0.00013957837290579927
leaf_weight=71 82 54 52 65 1476 68 68 118 173 52 79
leaf_count=71 82 54 52 65 1476 68 68 118 173 52 79
internal_value=0 0.000547032 0.000596477 0.000552518 0.000508034 -0.000300252 0.000593324 0.000645146 0.000746437 -0.000336825 0.000612308
internal_weight=0 2287 2205 2151 2086 199 1887 1819 1649 170 131
internal_count=2358 2287 2205 2151 2086 199 1887 1819 1649 170 131
is_linear=0
shrinkage=0.00880303


Tree=1570
num_leaves=23
num_cat=0
split_feature=1 2 123 15 2 14 15 13 42 51 15 1 51 15 2 2 13 2 2 15 15 42
split_gain=279.839 48.9587 31.2719 17.2107 16.103 13.6832 10.8487 13.4637 8.52252 10.1521 8.49881 4.5256 4.30675 3.23322 2.04957 1.64239 1.58958 0.852566 0.801755 0.873321 0.756301 0.742716
threshold=0.10752500000000002 0.16730000000000003 1.0000000180025095e-35 -0.084629999999999997 0.12358500000000001 0.076175000000000007 0.03981500000000001 -0.07150999999999999 -0.081594999999999987 -0.097374999999999975 1.0000000180025095e-35 0.13075500000000004 -1.0000000180025095e-35 0.087865000000000013 0.091335000000000013 0.086315000000000017 -0.0073499999999999998 0.098895000000000011 0.095545000000000005 0.089150000000000021 -0.0092549999999999976 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 6 7 17 14 -10 12 16 -5 15 -9 21 -2 20 19 -15 -1 -8
right_child=1 -3 -4 10 -6 -7 13 8 9 -11 -12 -13 -14 18 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0043411111511060772 0.0023874019894225508 -0.00012083675353501243 0.0026673210450598546 0.0036742164296811636 0.003025086557658574 0.0053744072405786788 0.0044514002175858047 0.0046184546203445788 0.0042749196982516096 0.0033363988300054615 0.0020531243913049307 0.0014373862826821307 0.002784693673718757 0.0041044360694600223 0.0039896592523531943 0.0050278774363376778 0.0018410268132283271 0.0040935138667705442 0.0040900420169654736 0.0044158063943592505 0.0046327868693620822 0.0047505472151082133
leaf_weight=322 75 56 82 63 66 64 157 65 93 275 54 90 69 69 62 55 57 71 85 312 68 79
leaf_count=322 75 56 82 63 66 64 157 65 93 275 54 90 69 69 62 55 57 71 85 312 68 79
internal_value=0 0.00202842 0.00414969 0.00232347 0.00421563 0.00425984 0.00421818 0.00404425 0.00376306 0.00357365 0.00287387 0.00186221 0.00320944 0.00443781 0.00431169 0.00464175 0.00215167 0.00434612 0.00431039 0.00435949 0.00439203 0.00455165
internal_weight=0 464 1925 408 1843 1777 1713 956 495 368 186 222 132 757 127 291 132 461 466 381 390 236
internal_count=2389 464 1925 408 1843 1777 1713 956 495 368 186 222 132 757 127 291 132 461 466 381 390 236
is_linear=0
shrinkage=0.0024518


Tree=1571
num_leaves=18
num_cat=0
split_feature=2 51 160 16 3 4 3 2 4 4 0 3 484 2 0 4 0
split_gain=4.61501 2.57461 2.60744 2.48405 3.32847 2.89618 2.80444 2.15862 2.60173 2.19797 1.97093 1.80052 1.70638 5.00852 1.7897 1.12795 0.818604
threshold=0.17730000000000004 0.07955000000000001 0.055845000000000006 -0.095229999999999995 -0.09132499999999999 -0.074219999999999994 -0.046329999999999989 0.12454500000000002 0.5105900000000001 0.26665000000000005 -0.099329999999999988 -0.07964499999999998 0.041220000000000007 0.085465000000000013 -0.13513499999999998 0.50230500000000011 -0.081284999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 -6 -7 8 9 12 -4 16 14 -14 -1 -9 -12
right_child=-2 3 10 4 5 6 -8 15 -10 -11 11 -13 13 -15 -16 -17 -18
leaf_value=0.0021158409839644892 -0.0019594486545508843 0.0010123143217443916 0.0025899117342217163 -0.0024088999211306608 0.0011042475069859392 0.00038152821178796706 -0.0021226810404934493 0.00013065345955617997 0.0024159092255519178 -0.00065884261770109262 0.00097535516092379058 -9.3003891895796168e-05 -0.0022785737531865963 0.00066954643737363463 0.00068987000660207076 -0.0014230778786358002 0.0023801061965380782
leaf_weight=64 52 99 73 52 86 61 62 84 54 95 64 68 52 167 1152 52 52
leaf_count=64 52 99 73 52 86 61 62 84 54 95 64 68 52 167 1152 52 52
internal_value=0 0.000538805 0.000656302 -0.000106206 -0.000530812 -6.3113e-05 -0.000880036 0.00053977 0.000625903 0.000562668 0.00143586 0.000977522 0.000643597 -3.00595e-05 0.000764994 -0.000462769 0.00160583
internal_weight=0 2337 1977 360 261 209 123 1720 1584 1530 257 184 1435 219 1216 136 116
internal_count=2389 2337 1977 360 261 209 123 1720 1584 1530 257 184 1435 219 1216 136 116
is_linear=0
shrinkage=0.00829529


Tree=1572
num_leaves=20
num_cat=0
split_feature=3 151 4 49 16 49 4 49 1 4 16 4 43 0 43 3 49 43 133
split_gain=3.43078 4.07462 5.24994 4.10522 5.86377 4.29209 5.54341 3.03204 2.39574 1.79757 2.41193 2.13105 4.35942 1.8621 1.41736 1.55382 1.29855 1.01346 0.485495
threshold=-0.013119999999999998 -0.08212499999999999 -0.14538499999999996 0.059705000000000001 -0.49181999999999998 -0.06017999999999999 0.052250000000000012 -0.14124499999999998 0.12864500000000004 0.053255000000000004 -0.14101499999999997 -0.099704999999999974 -0.053524999999999996 -0.11208499999999998 -0.10961499999999998 -0.093224999999999988 0.10737500000000001 -0.07088499999999999 0.024130000000000002
decision_type=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 -4 -6 -7 -1 9 10 -9 12 -12 -11 18 -16 17 -15 -13
right_child=1 2 3 -5 5 6 -8 8 -10 13 11 14 -14 16 15 -17 -18 -19 -20
leaf_value=-0.0012475839635329956 0.0013355675944302801 0.0011841537649570954 0.0005733276058239522 0.00099533488408320298 -7.0145087510945878e-05 -0.004724615771754339 -0.0015836807833936955 0.0022830548207997633 0.0022130964086755273 0.0012524345074549541 -0.0018528182496349937 0.0019795442972503855 0.00094272325642587361 -0.00010879934550485518 -0.00052030239365629337 0.00068116095957451023 0.00064336044439434635 -0.001404173184110081 0.0010383497993954086
leaf_weight=58 92 91 73 56 52 56 99 56 57 55 65 62 78 75 73 1075 56 79 81
leaf_count=58 92 91 73 56 52 56 99 56 57 55 65 62 78 75 73 1075 56 79 81
internal_value=0 -0.000186162 -0.000514229 -0.000974461 -0.00136872 -0.00205401 -0.00271902 0.000546435 0.000603907 0.000551594 0.000659211 0.000595738 -0.000327382 -5.3179e-05 0.000698055 0.000604687 -0.000395531 -0.000773862 0.00144702
internal_weight=0 519 427 336 280 207 155 1870 1812 1755 1490 1434 143 265 1291 1148 210 154 143
internal_count=2389 519 427 336 280 207 155 1870 1812 1755 1490 1434 143 265 1291 1148 210 154 143
is_linear=0
shrinkage=0.00797318


Tree=1573
num_leaves=23
num_cat=0
split_feature=4 12 42 15 47 16 12 4 15 15 11 12 156 12 4 12 49 16 4 16 151 16
split_gain=496.944 162.028 42.4256 21.5365 17.8396 19.4509 14.393 12.8037 12.7557 10.9921 7.11662 7.33246 6.52536 6.3115 5.66651 5.19272 4.34774 6.62869 2.57535 1.78088 1.62488 2.53045
threshold=0.30163500000000004 0.077755000000000005 0.128055 0.035560000000000008 0.077555000000000013 0.066275000000000014 -0.040564999999999997 0.053255000000000004 -0.015464999999999998 -0.46319999999999995 1.0000000180025095e-35 0.090345000000000023 0.088610000000000008 0.09697500000000002 -0.16270999999999997 0.095330000000000012 -0.0091649999999999978 -0.071854999999999988 -0.074219999999999994 -0.28430999999999995 -0.086439999999999989 0.0060650000000000009
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 3 7 4 5 8 9 10 16 -2 11 20 18 19 -12 -8 17 -1 -13 -9 -3 -22
right_child=6 2 -4 -5 -6 -7 15 13 -10 -11 14 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=0.0012082778954926145 0.00046291878405197627 0.0040031957459769167 0.0020884488992888896 0.0037682745638700972 0.0031429091819246847 0.00325750796462581 0.0012382370714461273 0.0041985356479912151 0.0008261690615024794 -0.00093170855313244355 0.0042943399410405956 0.0042422373222163112 0.0032439899244174164 0.003110521241079015 0.0052408346602124288 0.00033655875699589157 0.0025349790020710197 0.0023480027278953439 0.0039073288866914701 0.0036622675382329958 0.004390133028786874 0.0039248923850710013
leaf_weight=53 64 84 54 61 99 53 89 62 59 53 75 201 59 81 58 52 61 52 295 68 588 68
leaf_count=53 64 84 54 61 99 53 89 62 59 53 75 201 59 81 58 52 61 52 295 68 588 68
internal_value=0 0.00374708 0.00406479 0.00251899 0.00231679 0.00202251 0.000418506 0.00412989 0.00173149 -0.000168629 0.00420695 0.00415554 0.00395819 0.00360827 0.00470728 0.000905875 0.00205311 0.00177294 0.0040431 0.00391821 0.00430352 0.00434194
internal_weight=0 2131 1693 438 377 278 258 1639 225 117 1428 1295 555 211 133 141 166 105 496 130 740 656
internal_count=2389 2131 1693 438 377 278 258 1639 225 117 1428 1295 555 211 133 141 166 105 496 130 740 656
is_linear=0
shrinkage=0.00226508


Tree=1574
num_leaves=17
num_cat=0
split_feature=12 0 9 47 49 49 0 0 0 0 43 160 42 1213 1212 47
split_gain=3.15019 3.54272 3.62337 3.60791 3.75849 2.18482 2.07671 1.89337 1.97786 1.58552 1.98938 1.55627 1.09466 0.994454 1.00865 0.983229
threshold=0.080120000000000011 0.04939000000000001 -0.070399999999999976 0.077555000000000013 -0.084294999999999995 -0.14124499999999998 -0.23046999999999998 0.053930000000000006 -0.13314999999999996 -0.043914999999999989 -0.078564999999999982 -0.53327999999999987 -0.14509999999999998 0.12389500000000002 0.09198000000000002 0.11312500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2 -6 8 -7 10 -8 -10 -13 14 -14 -5
right_child=5 -3 3 15 6 7 9 -9 11 -11 -12 12 13 -15 -16 -17
leaf_value=0.0025887323514217362 -0.0010846694594347137 -0.001984378733016455 0.0019847554964438855 0.0024322312427515203 0.0010202239001720036 0.0022201071543015262 -0.0028261033333527707 0.0022489640758074107 -0.0008619056235292541 0.00018982906565289119 -0.0008619330384907985 0.0019941194190993402 0.00073528525568863153 0.00184451480414993 -0.000387365793244919 0.00063477947316321307
leaf_weight=56 53 70 53 57 52 85 66 87 54 72 162 65 1257 69 77 54
leaf_count=56 53 70 53 57 52 85 66 87 54 72 162 65 1257 69 77 54
internal_value=0 3.88421e-05 0.000286617 3.65778e-05 -0.000380349 0.000819551 -0.000736747 0.000879188 0.000804968 -0.00104163 -0.00143095 0.000725869 0.000784344 0.000728224 0.000670408 0.00155871
internal_weight=0 642 572 516 405 1747 352 1694 1607 300 228 1522 1468 1403 1334 111
internal_count=2389 642 572 516 405 1747 352 1694 1607 300 228 1522 1468 1403 1334 111
is_linear=0
shrinkage=0.00952868


Tree=1575
num_leaves=26
num_cat=0
split_feature=1 52 1 123 3 2 15 3 3 3 39 15 42 16 0 16 52 15 15 52 133 2 3 16 0
split_gain=176.168 41.464 27.2615 11.3571 9.50923 11.2163 6.45893 12.005 8.74397 5.86371 5.14426 4.95378 4.33652 3.95922 2.34049 2.31805 3.84616 2.14069 1.93597 2.2201 1.31155 1.17645 1.14122 1.01843 0.743636
threshold=0.10322500000000003 -0.41304999999999997 0.13554500000000003 0.081990000000000021 -0.036844999999999996 0.10322500000000003 0.022565000000000005 -0.14162499999999997 -0.12077499999999998 0.086245000000000016 0.087735000000000021 -0.40992999999999996 0.095980000000000024 -0.034109999999999994 -0.064539999999999986 -0.0094449999999999968 -0.0059799999999999992 -0.023464999999999996 0.087720000000000006 0.085435000000000025 0.10029000000000002 0.084825000000000025 -0.080634999999999984 -0.0068949999999999992 -0.085719999999999977
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 4 6 5 -3 8 -8 -1 12 13 -4 15 -6 18 17 -17 -10 19 24 23 -21 -22 -20 -9
right_child=1 2 11 -5 10 -7 7 14 9 -11 -12 -13 -14 -15 -16 16 -18 -19 20 21 22 -23 -24 -25 -26
leaf_value=0.0022531345713532923 0.0031498878844804382 0.0026547972260384653 0.00097581003698562596 0.0020795294875239193 0.0019469437431655211 0.0013977496697678176 0.0040868905524882506 0.0036499624970575944 0.0030125928377152719 0.0024272701776064422 0.00097690235156154461 0.00018946874334434973 0.0024835489369280273 0.0012025129797963881 0.0026352987067160718 0.003086828750294588 0.0037253615579393396 0.0025527242746513096 0.0031448321188613767 0.0032642983101238646 0.0026618999434082245 0.0028871860636396308 0.0030419554591009641 0.0028123614285598874 0.0033038213541069957
leaf_weight=94 69 81 79 64 88 54 56 53 283 90 75 68 66 52 55 260 52 56 257 74 78 81 70 52 67
leaf_count=94 69 81 79 64 88 54 56 53 283 90 75 68 66 52 55 260 52 56 257 74 78 81 70 52 67
internal_value=0 0.00159915 0.00138382 0.00296378 0.00170782 0.00215215 0.00299622 0.0031308 0.00287027 0.00294212 0.00142872 0.000612215 0.00300672 0.0016706 0.00306274 0.00305972 0.00319332 0.00293669 0.00309483 0.00323743 0.00300897 0.00306737 0.00284181 0.00308896 0.00345689
internal_weight=0 566 497 1808 350 135 1744 843 901 807 215 147 717 140 787 651 312 339 732 275 457 155 148 309 120
internal_count=2374 566 497 1808 350 135 1744 843 901 807 215 147 717 140 787 651 312 339 732 275 457 155 148 309 120
is_linear=0
shrinkage=0.00213444


Tree=1576
num_leaves=31
num_cat=0
split_feature=1 1 12 14 4 15 1 39 12 1 4 12 15 12 4 43 4 2 15 15 4 130 130 15 4 15 2 48 43 4
split_gain=190.533 43.2834 30.7058 17.8003 8.87236 8.45346 6.4128 5.99401 5.88919 5.83297 5.81637 4.3819 5.84762 3.79712 3.47736 4.02467 3.69328 2.14181 1.84726 1.53717 0.972546 1.56745 2.53414 0.77413 0.740837 0.718206 0.552841 0.4807 0.344506 0.170508
threshold=0.10322500000000003 0.13554500000000003 0.087245000000000003 0.062655000000000016 0.062150000000000004 0.03981500000000001 0.093100000000000002 0.087735000000000021 0.083785000000000012 0.14262000000000002 0.056815000000000011 0.091625000000000012 -0.05332499999999999 1.0000000180025095e-35 0.022635000000000006 -0.085594999999999991 -0.0086449999999999982 0.08920500000000002 -0.091604999999999978 0.087720000000000006 -0.082249999999999976 0.0032450000000000001 -0.0060099999999999989 -0.075694999999999985 -0.079614999999999977 0.093175000000000022 0.084565000000000015 0.086330000000000018 0.0019650000000000002 -0.082869999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 -4 6 11 10 -7 -3 -2 14 23 -8 15 17 -17 -1 -16 20 21 22 -10 27 26 -26 -21 -13 -27 -28
right_child=1 9 4 -5 -6 8 13 -9 19 -11 -12 12 -14 -15 18 16 -18 -19 -20 24 -22 -23 -24 -25 25 28 29 -29 -30 -31
leaf_value=0.0039777747456061574 0.0016154656710936598 0.0013840442295572964 0.0038320027614322564 0.005087415331572467 0.0025249932265505415 0.0047541380029267333 0.0025774420944147925 0.0012167911406251463 0.0039414749233504017 0.00029387546990124316 0.0026067966341152896 0.0038936926657145922 0.0026374719858975066 0.0035322999555929065 0.0036775147123898752 0.0033872937234976737 0.0039629730122387888 0.0046465510990502433 0.0029543191703439642 0.0034349575385475653 0.0037390649317811152 0.0037683721604274373 0.0047064856142397813 0.0033159749686014974 0.0040786531061726226 0.0038613289687720377 0.0038715626875526548 0.0035313368266412463 0.0036320224933490391 0.0036374128992097501
leaf_weight=98 86 60 102 73 61 59 73 79 68 90 88 59 66 53 52 157 173 56 53 69 63 60 61 53 80 135 53 55 85 54
leaf_count=98 86 60 102 73 61 59 73 79 68 90 88 59 66 53 52 157 173 56 53 69 63 60 61 53 80 135 53 55 85 54
internal_value=0 0.00197705 0.00242658 0.00377689 0.00334305 0.00372173 0.00354925 0.00183602 0.00392946 0.000730136 0.00211699 0.00363658 0.00332128 0.00297932 0.00376126 0.0038585 0.00368918 0.00422115 0.00331275 0.00386258 0.00403518 0.00413374 0.00430345 0.00359135 0.00377114 0.0038545 0.00362888 0.00371913 0.00377286 0.00375366
internal_weight=0 566 416 1808 163 1735 948 253 787 150 174 822 233 126 589 484 330 154 105 728 252 189 129 167 476 300 176 114 220 107
internal_count=2374 566 416 1808 163 1735 948 253 787 150 174 822 233 126 589 484 330 154 105 728 252 189 129 167 476 300 176 114 220 107
is_linear=0
shrinkage=0.00270699


Tree=1577
num_leaves=20
num_cat=0
split_feature=1 2 12 16 12 2 2 3 1 0 2 16 12 3 16 16 16 16 2
split_gain=182.377 41.5957 23.2442 9.99457 9.86299 9.77917 10.9534 8.12142 6.33097 6.06656 5.74574 2.60328 2.46069 2.26653 1.86996 1.85179 1.7764 1.72812 1.66609
threshold=0.10538500000000002 0.14823500000000003 0.087245000000000003 0.022165000000000004 0.077755000000000005 0.079570000000000016 0.093255000000000018 -0.15680499999999997 0.118385 -0.066849999999999979 -0.007134999999999999 -0.0101 0.083785000000000012 0.0025650000000000004 0.31615500000000002 -0.0094449999999999968 -0.072729999999999975 0.041625000000000002 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 5 -1 -7 -6 -4 12 -2 -8 -9 -12 15 16 -14 -17 -11
right_child=1 -3 8 -5 7 6 11 9 -10 18 13 -13 14 -15 -16 17 -18 -19 -20
leaf_value=0.0016516470050528757 0.00031079637270314689 -0.00010132925933484965 0.0027728916436406321 0.0020041102678505511 0.0037771971993829094 0.0033597339825551212 0.0026158895902829802 0.0033920695742717319 0.0017831225270039804 0.002216388850023455 0.00087748856730922081 0.0019791181023809216 0.0030264755589127909 0.0014590145490331527 0.0025561921113333866 0.0033263636888507951 0.0027946384246197021 0.0029447990408967921 0.00273180322474708
leaf_weight=56 52 90 95 73 73 97 82 93 58 62 64 64 645 90 53 174 262 109 82
leaf_count=56 52 90 95 73 73 97 82 93 58 62 64 64 645 90 53 174 262 109 82
internal_value=0 0.00135586 0.0016595 0.00125451 0.00293304 0.00254056 0.00274531 0.00300859 0.00239785 0.00297066 0.000988749 0.00233693 0.00302029 0.0012175 0.00299245 0.00301186 0.00295953 0.00317949 0.00251006
internal_weight=0 522 432 279 1852 299 243 1553 153 1480 206 146 1336 154 1243 1190 907 283 144
internal_count=2374 522 432 279 1852 299 243 1553 153 1480 206 146 1336 154 1243 1190 907 283 144
is_linear=0
shrinkage=0.00235659


Tree=1578
num_leaves=11
num_cat=0
split_feature=10 40 4 3 1429 2 51 3 43 3
split_gain=6.66443 2.46648 2.69364 2.32641 3.05556 2.83361 2.64593 2.43894 1.29791 1.70003
threshold=-0.092019999999999977 -0.08440499999999998 -0.5093899999999999 0.11745500000000002 0.084770000000000012 0.12358500000000001 -0.033449999999999987 0.097710000000000005 -0.37529499999999999 -0.23746499999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -5 -6 8 -4 -10
right_child=1 2 3 5 6 -7 -8 -9 9 -11
leaf_value=-0.0014422167189901711 -0.00042548629484985063 0.002810376072271551 0.0021716222455229165 -0.0010155893191212966 -0.001003674515492533 0.0011347729072506464 0.0012089583202064564 0.0027572913235185152 -0.00026468899766398475 0.0011426879883685277
leaf_weight=68 68 54 72 72 75 78 59 59 54 1715
leaf_count=68 68 54 72 72 75 78 59 59 54 1715
internal_value=0 0.00104025 0.00108482 0.00104212 0.0011114 0.000102043 -2.88328e-05 0.00119186 0.00114165 0.00109968
internal_weight=0 2306 2238 2184 2034 150 134 1900 1841 1769
internal_count=2374 2306 2238 2184 2034 150 134 1900 1841 1769
is_linear=0
shrinkage=0.00781684


Tree=1579
num_leaves=15
num_cat=0
split_feature=10 483 159 1427 11 157 133 0 52 3 484 15 160 0
split_gain=4.61047 2.20501 3.16035 2.32458 1.82203 2.20528 5.15199 2.27033 2.78854 2.10823 2.08369 1.89584 1.68759 0.645684
threshold=-0.092019999999999977 1.0000000180025095e-35 0.084780000000000008 0.086130000000000012 0.079915000000000014 -0.077234999999999984 0.085720000000000018 -0.23046999999999998 0.51388500000000004 -0.21779999999999997 0.079595000000000013 -0.027009999999999996 -0.070644999999999986 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 4 5 6 11 -7 10 -6 -9 -2 13 -3
right_child=1 2 -4 -5 9 7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0012729257401013878 8.1663612919745645e-05 0.00081827363915618187 -0.0014547129062965939 0.002682430382612973 0.00084800103411871992 0.0024931765065395271 0.0018414466227980424 0.00093384058874696624 -0.0009364553440912609 0.0030406032540714364 0.0024523042629454568 -0.0020892859569699757 0.0017144620196702714 -0.00026886760821528657
leaf_weight=68 52 65 60 56 60 67 67 1478 53 61 65 59 74 89
leaf_count=68 52 65 60 56 60 67 67 1478 53 61 65 59 74 89
internal_value=0 0.000918146 0.000238741 0.00101506 0.000967428 0.000902531 2.44694e-05 0.000996461 0.000933574 0.00195409 0.000997864 -0.00107147 0.000684775 0.000189416
internal_weight=0 2306 288 2018 1962 1841 178 1663 1596 121 1543 111 228 154
internal_count=2374 2306 288 2018 1962 1841 178 1663 1596 121 1543 111 228 154
is_linear=0
shrinkage=0.00829529


Tree=1580
num_leaves=10
num_cat=0
split_feature=12 13 10 4 51 1452 4 150 49
split_gain=4.38951 4.28301 2.51546 2.30851 4.97432 2.21073 2.27906 2.03912 2.25383
threshold=-0.14847999999999997 -0.16392499999999996 -0.062879999999999978 -0.26545999999999997 -0.055564999999999996 0.086765000000000023 -0.13833499999999996 0.11386500000000001 -0.008964999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5 8 -8
right_child=1 2 3 5 -6 -7 7 -9 -10
leaf_value=-0.0018850430212720075 -0.0010880617082116254 0.0029283350272318416 0.00011899595765598375 -0.0011450344901798857 0.003293306514770342 0.002217831841271473 -0.00010741585440600481 0.0022766246963143583 0.00083919747570580284
leaf_weight=53 97 53 77 56 98 89 256 75 1532
leaf_count=53 97 53 77 56 98 89 256 75 1532
internal_value=0 0.000833232 0.000916624 0.000867737 0.00189718 0.00077797 0.00071114 0.000766988 0.000703609
internal_weight=0 2333 2236 2183 175 2008 1919 1863 1788
internal_count=2386 2333 2236 2183 175 2008 1919 1863 1788
is_linear=0
shrinkage=0.00934185


Tree=1581
num_leaves=23
num_cat=0
split_feature=4 3 3 43 3 2 3 4 13 43 2 43 3 42 4 43 3 4 50 4 42 2
split_gain=258.028 72.7246 34.4362 34.3952 15.7517 11.4076 15.1211 9.11601 8.21515 12.5549 8.01038 7.57839 6.12402 3.94477 3.30683 3.21747 3.11086 2.96163 1.88546 1.7767 1.24646 0.691729
threshold=0.30163500000000004 -0.065974999999999992 0.25468500000000005 -0.049364999999999992 0.16158000000000003 0.10060500000000001 -0.14443999999999999 -0.14538499999999996 -0.016289999999999995 -0.090809999999999988 0.12708000000000003 -0.083944999999999978 0.092330000000000009 0.086855000000000016 0.0030100000000000001 0.061400000000000003 -0.0068249999999999986 -0.060264999999999992 0.10883000000000001 -0.008114999999999999 -1.0000000180025095e-35 0.074875000000000011
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 5 3 8 10 6 -1 -5 -3 -10 13 -7 16 -2 15 18 -9 -13 19 -8 -17 -16
right_child=4 2 -4 7 -6 11 14 12 9 -11 -12 17 -14 -15 21 20 -18 -19 -20 -21 -22 -23
leaf_value=0.0059872341811865945 0.0029726555143729347 0.0039334703996251963 0.0019844275001463323 0.0052807696674511267 0.00082289759605381758 0.0036948767489729572 0.0050093242830354361 0.0042312679373403533 0.0037316422000698811 0.0021277185599985374 0.0015741762105148938 0.0050239054741058244 0.0036017240702397191 0.0021378066388456083 0.0043935759952785456 0.0048377385987387837 0.0048960398964542065 0.0043859545240619762 0.0046646643247851291 0.0053435404578345766 0.0043256713030960991 0.0047303868807533414
leaf_weight=86 88 64 53 80 52 65 783 91 53 66 59 81 55 56 66 60 81 98 85 112 58 94
leaf_count=86 88 64 53 80 52 65 783 91 53 66 59 81 55 56 66 60 81 98 85 112 58 94
internal_value=0 0.00463757 0.00386278 0.00406589 0.00202767 0.00490249 0.00499118 0.00456762 0.00322405 0.00284229 0.00233616 0.00441385 0.00431618 0.00264817 0.00492307 0.00497134 0.00454448 0.00467478 0.00501768 0.00505118 0.00458627 0.00459162
internal_weight=0 2131 543 490 255 1588 1344 307 183 119 203 244 227 144 1258 1098 172 179 980 895 118 160
internal_count=2386 2131 543 490 255 1588 1344 307 183 119 203 244 227 144 1258 1098 172 179 980 895 118 160
is_linear=0
shrinkage=0.0024518


Tree=1582
num_leaves=13
num_cat=0
split_feature=2 13 457 2 0 403 475 475 475 16 156 13
split_gain=3.91314 4.57751 1.98733 1.79682 2.06489 2.80745 2.05569 2.59833 2.53463 2.89295 1.42144 1.06415
threshold=0.16730000000000003 -0.46134499999999995 0.094845000000000013 0.10060500000000001 -0.15061499999999997 -0.039724999999999989 -0.088274999999999978 -0.084144999999999984 -0.081219999999999987 -0.0013749999999999997 0.084085000000000007 0.056910000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 -8 -9 -10 11 -7
right_child=-2 2 -4 4 5 10 7 8 9 -11 -12 -13
leaf_value=-0.0016698490012189047 -0.0015306228754228652 -0.00060357153648355356 0.002422158880919022 -0.00091177872888401361 -0.0010472603667499888 0.0016039197922507356 0.0028187633401128803 -0.00086509158586025312 0.00093485486600785434 0.001914849198692342 1.4381836188791433e-05 0.00039719049635914092
leaf_weight=55 55 57 80 75 65 237 76 54 1128 326 95 83
leaf_count=55 55 57 80 75 65 237 76 54 1128 326 95 83
internal_value=0 0.000940326 0.00100344 0.000951716 0.000500913 0.00072185 0.00110412 0.00116564 0.00108226 0.00115465 0.000999175 0.00129123
internal_weight=0 2331 2276 2196 555 480 1641 1584 1508 1454 415 320
internal_count=2386 2331 2276 2196 555 480 1641 1584 1508 1454 415 320
is_linear=0
shrinkage=0.00915867


Tree=1583
num_leaves=14
num_cat=0
split_feature=3 15 16 3 12 4 4 3 4 3 43 3 43
split_gain=4.30489 2.17284 5.42267 2.6584 2.30514 2.24257 1.74099 1.80965 1.89568 2.88223 1.57593 1.5939 1.53202
threshold=0.37720000000000004 -0.41971499999999995 -0.42004999999999992 -0.14162499999999997 0.096425000000000025 -0.040969999999999993 0.41181500000000004 0.12566000000000002 -0.13833499999999996 -0.0076849999999999991 0.065040000000000014 0.085315000000000016 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 9 -5 11 -10 -12
right_child=-2 3 -4 6 -6 -7 -8 -9 10 -11 12 -13 -14
leaf_value=0.0012261169358384236 -0.0015247909801479928 0.0018411902563068754 -0.002088435532722502 -0.001705256434721588 0.003070397733790507 -0.00019695717385603706 -0.00074865693109803558 0.0019004343428945674 0.00086071434880070669 0.00080833266711322668 -0.0011227239078323433 -0.00036142312100409291 0.00046399361859950203
leaf_weight=67 57 97 59 53 52 53 54 77 1479 64 52 71 151
leaf_count=67 57 97 59 53 52 53 54 77 1479 64 52 71 151
internal_value=0 0.000692584 -0.00032526 0.000750837 0.00162286 0.00112048 0.000662765 0.000701954 0.00065256 -0.000329574 0.000718158 0.000804678 5.71245e-05
internal_weight=0 2329 126 2203 202 150 2001 1947 1870 117 1753 1550 203
internal_count=2386 2329 126 2203 202 150 2001 1947 1870 117 1753 1550 203
is_linear=0
shrinkage=0.00797318


Tree=1584
num_leaves=12
num_cat=0
split_feature=15 4 4 4 1455 15 43 12 123 4 12
split_gain=2.86696 2.13933 2.84804 1.66148 1.33336 1.22801 1.31883 1.3084 1.88511 1.65033 1.01949
threshold=-0.2987999999999999 0.59999500000000017 0.50934500000000005 0.41181500000000004 0.10442000000000001 0.11754500000000001 -0.40535499999999997 -0.089089999999999989 0.083275000000000016 0.26379000000000002 0.098330000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -8 9 -9 -7
right_child=3 -3 -4 -5 -6 10 7 8 -10 -11 -12
leaf_value=-0.0013818333012586895 0.0018654475804213153 -0.0020857957477015752 0.0015700492504365639 -0.00097084600739641381 0.0021804341645168357 0.0026620594744806345 0.0018058717617673047 0.00058382807047599342 -0.0010728618341822572 0.0022953859628108615 0.00082012116577007057
leaf_weight=58 86 57 66 52 63 56 86 1686 63 55 58
leaf_count=58 86 57 66 52 63 56 86 1686 63 55 58
internal_value=0 -0.000527146 0.000188493 0.000744972 0.000786462 0.000744393 0.000687718 0.000634073 0.000578154 0.000637958 0.00172584
internal_weight=0 181 124 2205 2153 2090 1976 1890 1804 1741 114
internal_count=2386 181 124 2205 2153 2090 1976 1890 1804 1741 114
is_linear=0
shrinkage=0.00971926


Tree=1585
num_leaves=17
num_cat=0
split_feature=3 151 3 43 4 12 4 13 43 4 43 1447 483 13 13 4
split_gain=2.16421 2.45089 4.03052 2.1402 4.28474 2.23378 2.18003 1.67668 3.16823 2.66831 1.53215 1.52417 2.79998 1.73748 1.68686 1.45952
threshold=0.31343500000000007 0.032230000000000009 -0.076254999999999989 -0.079504999999999978 -0.14994999999999997 -0.06202499999999999 -0.084824999999999984 -0.066659999999999983 -0.094699999999999993 0.0047850000000000011 -0.081324999999999995 -0.083354999999999985 -0.069964999999999986 0.066460000000000019 -0.15310499999999996 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -6 9 15 10 -8 -7 -13 14 -14 -9
right_child=-2 2 -4 5 6 11 7 8 -10 -11 -12 12 13 -15 -16 -17
leaf_value=-0.002413020066789077 -0.0010499087818330798 0.0039100217663288516 0.00016865667522905227 0.0022100318812189146 0.0017144396653269163 0.0019108778835299945 0.001268742556196947 -0.00068848968016063303 -0.0020128148167166066 -0.0010939200829023026 -0.00054485115981957766 -0.0014957654961879957 -0.00095531117484319561 -0.00059930840376199725 0.00083803071927508646 0.0011871727767440497
leaf_weight=60 81 53 56 89 89 81 236 75 88 78 54 61 52 98 1029 82
leaf_count=60 81 53 56 89 89 81 236 75 88 78 54 61 52 98 1029 82
internal_value=0 0.000566327 0.0019888 0.000494894 7.97269e-05 0.000719187 0.00029293 8.63751e-05 -0.000536393 0.000501272 0.000930681 0.000618665 0.000534171 0.000639286 0.000751669 0.000290495
internal_weight=0 2281 109 2172 762 1410 702 613 245 368 290 1321 1240 1179 1081 157
internal_count=2362 2281 109 2172 762 1410 702 613 245 368 290 1321 1240 1179 1081 157
is_linear=0
shrinkage=0.00971926


Tree=1586
num_leaves=22
num_cat=0
split_feature=1 10 39 16 1 13 39 4 11 0 0 16 16 0 4 0 51 51 4 16 16
split_gain=190.178 25.2129 22.1992 17.4926 11.7816 7.09676 8.42933 6.34935 5.46242 7.21593 4.7064 4.18502 4.06107 3.68751 2.61011 3.47059 1.87991 1.56341 1.82279 1.48091 1.39203
threshold=0.10574000000000001 -1.0000000180025095e-35 0.081875000000000017 0.058765000000000005 0.12048000000000002 -0.28558999999999996 0.087735000000000021 0.054560000000000004 1.0000000180025095e-35 -0.10891999999999999 -0.079249999999999987 -0.061784999999999993 -0.50393499999999991 -0.078964999999999994 -0.47860499999999995 -0.060199999999999997 0.11381000000000001 -0.015099999999999997 0.20353000000000002 0.0086100000000000013 0.081265000000000018
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=2 -2 7 5 -5 -3 11 8 9 -1 16 12 -7 -4 -12 -16 19 -9 -19 -11 -10
right_child=1 3 13 4 -6 6 -8 17 20 10 14 -13 -14 -15 15 -17 -18 18 -20 -21 -22
leaf_value=0.003523716224917919 0.001006833607678094 0.0014970505065636176 0.0035301620294884771 0.004254832994719026 0.0025521179765969075 0.0025701825094920695 0.001606243191294283 0.0034423580217832275 0.004611870855384604 0.0045198628780785902 0.0046765596522444783 0.0022097107002890994 0.003603311373431191 0.0025415054982545404 0.0041868055254531845 0.0036023653796940602 0.0039692941572417578 0.0042138430905854091 0.0035916846328272966 0.0041406876618014024 0.0052288404408450239
leaf_weight=80 82 65 54 64 52 52 56 53 52 793 54 56 56 53 312 94 54 90 54 82 54
leaf_count=80 82 65 54 64 52 52 56 53 52 793 54 56 56 53 312 94 54 90 54 82 54
internal_value=0 0.00234827 0.00421553 0.00262251 0.00349179 0.0022686 0.00249642 0.00428645 0.00434277 0.00430064 0.00434536 0.00280022 0.00310614 0.00304072 0.00412499 0.00405156 0.00445445 0.00383603 0.00398073 0.00448436 0.00492644
internal_weight=0 483 1879 401 116 285 220 1772 1575 1469 1389 164 108 107 460 406 929 197 144 875 106
internal_count=2362 483 1879 401 116 285 220 1772 1575 1469 1389 164 108 107 460 406 929 197 144 875 106
is_linear=0
shrinkage=0.00265391


Tree=1587
num_leaves=34
num_cat=0
split_feature=12 2 2 2 2 16 12 13 49 49 159 49 42 2 16 12 159 2 15 16 159 43 15 16 42 1213 16 16 43 13 15 50 2
split_gain=78.0091 32.9796 21.4515 25.6315 21.4843 9.08403 8.3098 6.45043 6.2211 6.03081 4.84617 4.61178 3.56884 3.40204 3.34923 3.60637 2.95857 2.74644 3.0042 2.61733 2.69102 3.32951 1.76699 1.89896 1.18241 1.50612 1.04776 2.17558 1.05713 0.79495 0.638901 0.530981 0.438862
threshold=0.077755000000000005 0.13443000000000002 0.14721500000000001 0.064660000000000009 0.099450000000000024 0.022165000000000004 0.093175000000000022 -0.038394999999999992 -1.0000000180025095e-35 0.059705000000000001 -0.023859999999999996 -0.028439999999999997 -1.0000000180025095e-35 0.088745000000000004 0.066275000000000014 0.088365000000000013 -0.085604999999999987 0.088850000000000012 0.092135000000000009 -0.082039999999999988 0.08728000000000001 -0.082739999999999994 -0.0059299999999999986 -0.038799999999999994 0.083835000000000007 -0.0068949999999999992 -0.066704999999999987 0.51222500000000004 -0.065409999999999982 0.056640000000000003 0.084745000000000015 0.097510000000000013 0.091595000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 7 8 9 10 -1 -5 11 16 -6 22 19 15 -15 31 18 -14 24 21 -21 23 -8 30 -26 -19 28 -28 -24 -12 -2 -17
right_child=1 -3 -4 4 5 -7 12 -9 -10 -11 13 -13 17 14 -16 32 -18 26 -20 20 -22 -23 29 -25 25 -27 27 -29 -30 -31 -32 -33 -34
leaf_value=0.0021942622831244373 0.0033791624315694432 0.001421642347380834 0.00090611874849607006 0.0028496898644183241 0.0021815884214227564 0.0029717626853906247 0.0027933634740105961 0.0011380714111896752 0.0038887682877997418 0.0026650439715873281 0.0036003878508900568 0.0012741878744727915 0.0023017139759221087 0.0024472299500213463 0.0034881581430356574 0.0033218404083489817 0.004239197155816281 0.0033089222110700887 0.0030387850887469594 0.0036531463269409963 0.002782743963291149 0.0031576632456766251 0.0037143070985124864 0.0033951787882549778 0.003541749144050985 0.0040836694974341822 0.0029914518886807878 0.0033476562799500324 0.0025080896777106491 0.0032935492387477457 0.0032983581449390893 0.0037135222967359673 0.0030083803978192157
leaf_weight=52 54 57 64 57 63 79 63 94 81 55 96 67 74 63 87 57 55 70 57 141 52 180 56 60 69 54 54 54 53 52 76 63 53
leaf_count=52 54 57 64 57 63 79 63 94 81 55 96 67 74 63 87 57 55 70 57 141 52 180 56 60 69 54 54 54 53 52 76 63 53
internal_value=0 0.00322081 0.00222362 0.00237745 0.00269082 0.00228877 0.00328137 0.00151442 0.00345977 0.00199697 0.00340522 0.00171413 0.00305159 0.00333629 0.00310197 0.00290761 0.00377694 0.00290202 0.00262262 0.00342746 0.00329283 0.00337539 0.00328587 0.00308714 0.00359759 0.00377987 0.00306036 0.00295212 0.00275227 0.00351196 0.00346708 0.00355942 0.00317104
internal_weight=0 1750 612 548 402 264 1693 146 138 185 1100 130 593 928 260 173 172 362 131 668 373 321 231 123 295 123 231 161 107 108 172 117 110
internal_count=2362 1750 612 548 402 264 1693 146 138 185 1100 130 593 928 260 173 172 362 131 668 373 321 231 123 295 123 231 161 107 108 172 117 110
is_linear=0
shrinkage=0.00240373


Tree=1588
num_leaves=18
num_cat=0
split_feature=3 13 1 131 3 160 3 3 13 52 50 49 133 156 1 43 3
split_gain=2.65141 3.93181 3.44647 5.39976 4.75439 4.4173 3.46851 2.88942 3.20758 2.20138 2.22533 2.38755 2.05086 1.53182 1.95344 1.44742 1.04255
threshold=-0.15680499999999997 0.085880000000000012 0.10574000000000001 0.087705000000000019 0.31370500000000007 -0.065924999999999997 -0.11756999999999999 0.0075150000000000008 -0.009329999999999998 0.51625500000000002 0.10883000000000001 0.12497000000000001 0.085235000000000019 0.083125000000000018 0.086665000000000006 -0.080249999999999988 -0.068594999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -2 8 -7 10 11 13 -12 15 -15 -8 -5
right_child=2 -3 3 16 -6 7 9 -9 -10 -11 12 -13 -14 14 -16 -17 -18
leaf_value=0.0031433948616761249 -0.00077391930397073116 0.00066722072661194135 -0.0018942824673975115 0.00069081833929980434 -0.002550038617405949 0.00086637189730685556 0.00038649937878555506 0.0014336897902641845 -0.0015123632045824155 0.0021284516465070302 -0.0011850897490631636 -0.00066125285383890917 0.000681449001978009 0.0010287570410877714 0.0026901934289965609 0.00093136215434598329 0.0021483926135038396
leaf_weight=55 82 95 59 55 52 61 380 85 62 63 61 58 67 148 52 875 52
leaf_count=55 82 95 59 55 52 61 380 85 62 63 61 58 67 148 52 875 52
internal_value=0 0.00157568 0.00056335 -3.18079e-05 -0.000512285 -0.000115124 0.000705353 0.000389163 -0.000332026 0.000776585 0.000724637 0.000803544 -0.000207459 0.000861989 0.00146112 0.000766446 0.00139991
internal_weight=0 150 2212 426 319 267 1786 208 123 1704 1641 1513 128 1455 200 1255 107
internal_count=2362 150 2212 426 319 267 1786 208 123 1704 1641 1513 128 1455 200 1255 107
is_linear=0
shrinkage=0.00736598


Tree=1589
num_leaves=17
num_cat=0
split_feature=3 13 1 52 132 2 2 13 3 123 52 3 3 1186 13 16
split_gain=1.83415 2.71916 2.38393 2.67376 2.78682 3.31534 2.42734 6.05152 2.39968 1.74391 1.44539 1.9144 2.37819 1.26297 1.16999 0.524622
threshold=-0.15680499999999997 0.085880000000000012 0.10574000000000001 -0.24526499999999998 0.08518000000000002 0.14823500000000003 0.11756000000000001 -0.011494999999999998 -0.11756999999999999 0.083795000000000022 0.51625500000000002 0.08734500000000002 -0.0020049999999999994 0.062435000000000011 -0.085409999999999986 0.024125000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 6 7 14 -2 10 11 12 13 -10 -5 -13
right_child=2 -3 3 4 -6 -7 -8 -9 9 -11 -12 15 -14 -15 -16 -17
leaf_value=0.003381996996870753 -0.0008326643564526404 0.00071786669037833778 0.0019901173662496396 -0.00040696877976907977 0.0017304178129521116 -0.0028007549661998123 0.00111787347576912 -0.0030070944204528458 0.00067267741175671965 0.0023549250119797669 0.0022021620774706832 -0.0011671078407006995 0.0026670886071718208 0.0021730868027812411 0.0015401216236131761 0.00015366025141823263
leaf_weight=55 82 95 52 57 52 54 85 71 1354 66 62 54 60 53 55 55
leaf_count=55 82 95 52 57 52 54 85 71 1354 66 62 54 60 53 55 55
internal_value=0 0.00169539 0.000606135 -3.4142e-05 -0.000315862 -0.000646633 -0.000212214 -0.00083057 0.000758912 0.000835562 0.00077428 0.000718043 0.000808594 0.000729268 0.000548283 -0.000499732
internal_weight=0 150 2212 426 374 322 268 183 1786 1704 1638 1576 1467 1407 112 109
internal_count=2362 150 2212 426 374 322 268 183 1786 1704 1638 1576 1467 1407 112 109
is_linear=0
shrinkage=0.00952868


Tree=1590
num_leaves=18
num_cat=0
split_feature=2 9 2 0 2 13 150 0 0 48 157 0 16 52 2 2 0
split_gain=123.183 56.4768 35.9521 16.2552 15.1666 11.9697 6.66563 6.0081 9.91753 5.70878 5.21531 4.38437 3.562 4.63343 2.52958 2.40546 1.46005
threshold=0.13538500000000001 -1.0000000180025095e-35 0.10527500000000002 -0.11912999999999999 -0.10238999999999998 -0.099939999999999987 0.088985000000000009 -0.14822499999999997 -0.11912999999999999 0.091220000000000009 -1.0000000180025095e-35 -0.079249999999999987 0.51026500000000008 -0.062629999999999977 0.114165 0.087645000000000015 -0.057279999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 -3 -2 7 15 -9 -4 -8 -10 13 -5 -15 -6 -7
right_child=5 2 3 12 6 16 10 8 11 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0013437807053674031 0.00044394568537659132 0.0027432437558728481 0.0028448175246705816 0.0026873237574663198 0.0050400675883043996 0.0015950218247192849 0.003915153346594381 0.0029107289282220014 0.0041580987868329224 0.0017492642771586107 0.0027988936768972962 0.0038401977884854133 0.0039574266627160131 0.0039389384828475999 0.00318835288757869 0.0042533498563869397 0.0021820527747133849
leaf_weight=65 55 66 70 61 55 53 63 53 954 60 52 429 73 62 61 52 64
leaf_count=65 55 66 70 61 55 53 63 53 954 60 52 429 73 62 61 52 64
internal_value=0 0.00373324 0.0038068 0.00308981 0.00396773 0.0014457 0.00401645 0.00406159 0.00401713 0.00233939 0.00341065 0.00405951 0.00346928 0.00327547 0.00356692 0.004658 0.00191637
internal_weight=0 2176 2111 387 1724 172 1658 1543 1436 130 115 1383 257 184 123 107 117
internal_count=2348 2176 2111 387 1724 172 1658 1543 1436 130 115 1383 257 184 123 107 117
is_linear=0
shrinkage=0.00260187


Tree=1591
num_leaves=11
num_cat=0
split_feature=160 31 484 12 2 12 1204 49 12 160
split_gain=3.68972 1.73205 1.49608 1.28011 2.27363 1.82207 1.17809 1.30192 1.6762 0.847401
threshold=-0.54119499999999987 -0.018414999999999997 0.11492000000000001 -0.086449999999999985 0.097070000000000004 -0.06202499999999999 -0.079179999999999987 -0.072214999999999988 0.083885000000000015 0.038795000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7 9 -9 -8
right_child=1 2 -4 5 -6 6 7 8 -10 -11
leaf_value=0.0028897238859503858 -0.00076042819817092905 0.0013883740050817243 0.0019895486612105892 0.0024757766416113264 -0.0009248992464417705 -0.00022460442037860104 0.001101553148396901 0.00018653845625837183 0.00087576188350042849 0.0025591463455700994
leaf_weight=68 64 56 81 52 98 101 95 384 1297 52
leaf_count=68 64 56 81 52 98 101 95 384 1297 52
internal_value=0 0.000724193 0.000767115 0.000720691 -8.30741e-05 0.000783224 0.000737547 0.000790761 0.000718377 0.00161783
internal_weight=0 2280 2216 2135 154 1981 1929 1828 1681 147
internal_count=2348 2280 2216 2135 154 1981 1929 1828 1681 147
is_linear=0
shrinkage=0.00915867


Tree=1592
num_leaves=10
num_cat=0
split_feature=9 160 16 4 4 3 3 15 3
split_gain=3.92428 2.36589 1.25476 1.69159 3.96139 2.29125 2.59069 1.84823 1.45724
threshold=-1.0000000180025095e-35 -0.54119499999999987 0.63113500000000011 0.50230500000000011 0.27161500000000005 0.12991000000000003 0.094285000000000008 -0.14068999999999995 -0.0035149999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -6 -3
right_child=1 2 -4 -5 7 -7 -8 -9 -10
leaf_value=-0.0011677207326081058 0.0018950747623056362 0.00054466175270890594 -0.00054939106956667467 0.0014721147033937467 -0.0017754269563826546 0.0017550483526959004 -0.0007273693436550061 4.0444130231975182e-05 0.0014834855757070691
leaf_weight=70 68 1681 55 100 53 84 81 65 91
leaf_count=70 68 1681 55 100 53 84 81 65 91
internal_value=0 0.000567878 0.000527006 0.000554514 0.000509824 0.000588104 0.000535163 -0.000774506 0.000592918
internal_weight=0 2278 2210 2155 2055 1937 1853 118 1772
internal_count=2348 2278 2210 2155 2055 1937 1853 118 1772
is_linear=0
shrinkage=0.00722155


Tree=1593
num_leaves=26
num_cat=0
split_feature=1 1 123 52 2 4 4 2 2 0 1 4 0 1446 2 159 52 1 2 52 42 4 1 52 15
split_gain=199.261 35.5378 20.9238 16.6687 13.2122 8.92182 8.09242 6.97987 14.3613 4.88736 4.8292 4.60437 4.0772 3.53201 3.72387 5.78578 3.36708 2.49033 2.32066 2.0567 2.05002 1.96347 1.82338 0.952175 0.717722
threshold=0.10538500000000002 0.13554500000000003 0.081990000000000021 -0.24526499999999998 0.10836000000000003 0.42405000000000009 -0.082249999999999976 1.0000000180025095e-35 -1.0000000180025095e-35 -0.086284999999999987 0.098220000000000016 -0.17689999999999997 -0.043914999999999989 0.037915000000000011 0.089885000000000007 0.082585000000000006 -0.053514999999999993 0.085720000000000005 0.09772500000000002 0.087765000000000024 -0.0091049999999999985 0.41555500000000006 0.079020000000000021 0.0074400000000000013 0.087575000000000014
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=2 3 4 -2 6 -3 9 8 -5 20 13 18 19 14 17 -16 -9 -8 -11 -6 -1 -18 24 -15 -13
right_child=1 5 -4 7 12 -7 10 16 -10 11 -12 22 -14 23 15 -17 21 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0034618854492274552 0.0029150887987253469 0.00098059873900104076 0.0017083268730956724 0.0011548024885681409 0.0024556625737546826 -0.00024879452132015582 0.0032121210469509571 0.0016196448764938978 0.0027680635547111141 0.003967828013276874 0.002315364666212487 0.0032572759857063265 0.0019193829104296584 0.0032191670633747518 0.0026640854717479923 0.0034766115309247093 0.00072825043066853388 0.0029083049321713961 0.0032884989242528643 0.0030294146827654377 0.0040840820419720319 0.0013178115337817973 0.0026805878795696804 0.0036550574923398496 0.0029361976629941567
leaf_weight=57 52 56 66 60 90 72 378 76 58 53 53 125 53 59 292 56 66 237 56 54 58 56 57 52 56
leaf_count=57 52 56 66 60 90 72 378 76 58 53 53 125 53 59 292 56 66 237 56 54 58 56 57 52 56
internal_value=0 0.0013377 0.00298666 0.00170244 0.00303388 0.000288872 0.00310391 0.00150281 0.00194797 0.00336187 0.00299815 0.00322458 0.00246891 0.00303182 0.00298663 0.00279491 0.0012374 0.00309508 0.00361904 0.00267099 0.0037759 0.000999071 0.00304382 0.00342359 0.00315807
internal_weight=0 496 1852 368 1786 128 1589 316 118 462 1127 347 197 1074 963 348 198 615 109 144 115 122 238 111 181
internal_count=2348 496 1852 368 1786 128 1589 316 118 462 1127 347 197 1074 963 348 198 615 109 144 115 122 238 111 181
is_linear=0
shrinkage=0.00231039


Tree=1594
num_leaves=19
num_cat=0
split_feature=1 1 12 14 0 124 13 15 160 0 1 3 1 1 3 3 43 1
split_gain=110.74 24.6323 18.3492 16.0268 10.9796 9.16859 7.98798 7.56577 6.61924 6.39371 4.75768 4.21466 3.18091 2.74344 3.98466 2.93485 1.85452 1.36271
threshold=0.10335000000000001 0.13554500000000003 0.085090000000000013 0.062655000000000016 0.12539500000000003 -0.079269999999999993 -0.052454999999999995 -0.082674999999999985 -1.0000000180025095e-35 -0.13314999999999996 0.10871500000000002 -0.029309999999999996 0.11670500000000002 0.086920000000000011 -0.076099999999999987 -0.094404999999999975 -0.033174999999999989 0.084985000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 5 -1 -3 -4 -2 -7 -10 13 -12 14 -11 -15 -9 -13
right_child=1 6 7 -5 -6 9 -8 16 10 11 12 17 -14 15 -16 -17 -18 -19
leaf_value=0.0018824469359454902 0.0021517385917747618 0.00039099310799562342 0.0018334593839294281 0.0037852775929259007 0.0017958348407609227 0.0022556291360474076 0.0014686902930754269 0.002547324967031037 0.00081511197026737901 0.0029002177726917527 0.0019163439112388394 0.002992986868042551 0.0012567071816658704 0.0021499007532954084 0.0025568050476522347 0.0027114983308096632 0.0031189965976689501 0.0034850815670827693
leaf_weight=52 66 73 52 69 55 95 55 53 52 957 65 52 69 52 185 241 52 53
leaf_count=52 66 73 52 69 55 95 55 53 52 957 65 52 69 52 185 241 52 53
internal_value=0 0.00167172 0.0019275 0.00277552 0.00273551 0.00276613 0.000854244 0.00250052 0.00157041 0.00279422 0.00136401 0.00282743 0.00157685 0.00279711 0.00284461 0.00261191 0.00283066 0.00324159
internal_weight=0 537 409 1811 1742 1687 128 157 252 1635 186 1540 134 1435 1142 293 105 105
internal_count=2348 537 409 1811 1742 1687 128 157 252 1635 186 1540 134 1435 1142 293 105 105
is_linear=0
shrinkage=0.00213444


Tree=1595
num_leaves=22
num_cat=0
split_feature=2 2 2 12 12 2 150 14 3 12 3 16 160 133 2 12 12 2 3 51 51
split_gain=143.097 50.1718 25.0476 17.4141 15.6501 12.9994 15.5814 8.4295 6.99081 6.72964 5.8362 4.39686 3.23507 3.23126 2.96401 2.78153 2.35643 2.17181 2.10715 1.93452 1.4584
threshold=0.11366500000000002 -1.0000000180025095e-35 0.14307 0.088335000000000011 -0.011819999999999999 0.094835000000000017 0.081245000000000026 0.062655000000000016 0.086245000000000016 -1.0000000180025095e-35 0.11191000000000002 0.40052000000000004 -0.022594999999999997 0.11193000000000002 0.13106000000000004 0.082165000000000016 0.10184000000000001 0.090000000000000011 -0.14619999999999997 -0.020604999999999995 -0.086159999999999987
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 4 3 14 -1 7 9 8 12 -7 -4 -5 17 18 -2 -14 -17 20 -11 -20 -3
right_child=2 5 10 11 -6 6 -8 -9 -10 13 -12 -13 15 -15 -16 16 -18 -19 19 -21 -22
leaf_value=0.0010065301405558749 0.00097320512988497028 0.0026096020569506173 0.00092267123117220401 0.0019540900298489604 0.0024609524022862015 0.0020101272500945336 0.0015017886905389639 0.0038937180824348558 0.0023096796407990504 0.0033219387547893855 -7.5057316675719227e-05 0.0028167158586995451 0.0035997373068104763 0.0023530033206848656 0.0016287336497702025 0.0031034686347213561 0.0026810435803268019 0.0024609031788867903 0.0031932560575178275 0.002724377261242329 0.0030022478180433457
leaf_weight=91 96 59 65 64 61 53 57 53 71 62 52 54 52 52 53 783 72 60 61 158 245
leaf_count=91 96 59 65 64 61 53 57 53 71 62 52 54 52 52 53 783 72 60 61 158 245
internal_value=0 0.00281685 0.00133609 0.00171156 0.00159037 0.00291826 0.00258649 0.00302361 0.00298922 0.0027466 0.000479034 0.00234905 0.00302717 0.00286375 0.00120654 0.00309844 0.00306792 0.0028495 0.00295818 0.00285509 0.00292612
internal_weight=0 1990 384 267 152 1838 443 1395 1342 386 117 118 1271 333 149 907 855 364 281 219 304
internal_count=2374 1990 384 267 152 1838 443 1395 1342 386 117 118 1271 333 149 907 855 364 281 219 304
is_linear=0
shrinkage=0.00222067


Tree=1596
num_leaves=13
num_cat=0
split_feature=52 1452 157 376 15 14 1 1 1 1 52 16
split_gain=2.23997 3.00076 1.72314 1.45426 2.04663 3.21275 1.85588 3.48524 2.38572 1.79031 1.40812 1.29426
threshold=0.51524500000000006 0.087755000000000014 -0.10151999999999999 0.084985000000000019 -0.2987999999999999 -0.41076499999999994 0.11000000000000001 0.11654500000000001 0.12895500000000001 0.10124500000000002 0.26959000000000005 -0.042349999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 9 -8 -9 10 -6 -11
right_child=-2 -3 3 -5 6 -7 7 8 -10 11 -12 -13
leaf_value=-0.00016700745476416748 -0.00038322106441372343 0.0025091165932272733 0.0015515699692343439 0.0020273772830379094 0.0010521740602162117 -0.00082189321195686664 0.0031745342159475404 -9.8644062431977868e-05 0.0019715202157474915 0.00091444409238350215 0.0001289426635664175 -0.00056883220724717918
leaf_weight=81 73 73 53 74 1490 91 64 62 69 62 104 78
leaf_count=81 73 73 53 74 1490 91 64 62 69 62 104 78
internal_value=0 0.000979537 0.000929384 0.000970786 0.000933029 5.1105e-05 0.000998823 0.00170815 0.000991123 0.000919007 0.000991989 8.74629e-05
internal_weight=0 2301 2228 2147 2073 144 1929 195 131 1734 1594 140
internal_count=2374 2301 2228 2147 2073 144 1929 195 131 1734 1594 140
is_linear=0
shrinkage=0.00766357


Tree=1597
num_leaves=15
num_cat=0
split_feature=11 41 12 2 0 2 0 12 158 160 0 4 160 49
split_gain=1.90296 4.63712 2.30893 1.90171 2.90228 3.26572 2.74088 2.03668 1.43128 1.61722 1.33747 1.48102 1.27454 1.58024
threshold=1.0000000180025095e-35 0.07882500000000002 0.09525500000000002 0.11366500000000002 0.062580000000000011 -0.0091949999999999983 -0.019414999999999998 -0.085209999999999994 0.112085 -0.53327999999999987 -0.079119999999999982 0.060575000000000011 0.11655500000000001 -0.031119999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 -5 9 -7 -9 -12 13 -11
right_child=1 -3 -4 6 -6 8 -8 10 -10 12 11 -13 -14 -15
leaf_value=-0.00074970119537714781 0.003897129099191324 -0.00036502798733362564 0.0015790599741559357 0.0019178271859257552 0.0025053939597180701 -0.00051910503373749333 -0.0015409851743066868 -0.00052772229901071452 0.0021908828455155607 0.0016855379690589982 0.0014150889665628821 -0.0003691959465558921 -0.00030351616448967946 0.00085103856860813457
leaf_weight=87 52 53 69 58 73 57 52 103 57 177 83 52 58 1343
leaf_count=87 52 53 69 58 73 57 52 103 57 177 83 52 58 1343
internal_value=0 0.00167965 0.00257599 0.00077798 0.000883716 0.000817122 0.000215013 0.000523798 0.000897738 0.000852602 0.000183705 0.000727153 0.000902206 0.000948272
internal_weight=0 174 121 2200 1852 1779 348 296 1692 1635 238 135 1578 1520
internal_count=2374 174 121 2200 1852 1779 348 296 1692 1635 238 135 1578 1520
is_linear=0
shrinkage=0.00829529


Tree=1598
num_leaves=14
num_cat=0
split_feature=9 52 1453 52 16 52 16 52 16 1429 3 15 16
split_gain=2.51374 1.56921 2.15691 2.13944 1.3834 4.07449 3.82752 2.73946 2.59563 1.16864 2.28658 3.42556 2.75058
threshold=-1.0000000180025095e-35 0.51524500000000006 -0.0067199999999999994 -0.026714999999999999 0.21684500000000004 -0.41304999999999997 0.07277500000000002 -0.11756999999999999 0.41484500000000007 0.084770000000000012 -0.12077499999999998 -0.04174499999999999 -0.14169499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 8 9 -7 -6 10 11 -4 -12
right_child=1 -3 4 -5 5 7 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.00075093856790260779 0.0007163125576388164 -0.00041189225133115025 0.00037182380455829495 0.0029068183628370419 -1.6660271266114114e-05 -0.0021111975130573262 0.0023754407283688578 0.00024308356944987666 0.0017510501735940715 -0.00015923643370663909 -6.3810751659640184e-05 0.002905913603060395 0.00079564056133282096
leaf_weight=73 53 73 59 52 96 58 82 58 99 92 265 67 1247
leaf_count=73 53 73 59 52 96 58 82 58 99 92 265 67 1247
internal_value=0 0.000693022 0.000729261 0.00180191 0.00067617 0.000203608 0.000757233 -0.000933352 0.000880373 0.000680484 0.000727698 0.00171997 0.000644955
internal_weight=0 2301 2228 105 2123 311 1812 116 195 1730 1638 126 1512
internal_count=2374 2301 2228 105 2123 311 1812 116 195 1730 1638 126 1512
is_linear=0
shrinkage=0.00766357


Tree=1599
num_leaves=22
num_cat=0
split_feature=1 52 3 14 12 12 2 12 2 0 151 48 0 0 0 1429 12 2 151 13 15
split_gain=135.427 28.5629 19.1501 11.7306 12.7875 9.69704 17.6349 8.25308 6.92642 6.2609 6.18534 3.88572 3.35296 3.06618 3.00079 2.27294 2.23372 1.51498 1.56662 1.06764 0.760735
threshold=0.10312500000000001 -0.41304999999999997 0.31370500000000007 0.062655000000000016 0.081095000000000014 -1.0000000180025095e-35 0.11197500000000002 0.099815000000000015 -1.0000000180025095e-35 -0.072529999999999983 -0.00016499999999999997 0.091085000000000013 -0.061204999999999989 -0.10891999999999999 -0.11242999999999999 0.084855000000000014 -1.0000000180025095e-35 0.091955000000000023 -0.088329999999999978 -0.078624999999999987 -0.039984999999999993
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 5 4 10 8 9 13 -3 -7 -1 -8 20 -6 -12 17 -16 18 -15 -19 -9
right_child=1 2 -4 -5 7 6 11 12 -10 -11 14 -13 -14 15 16 -17 -18 19 -20 -21 -22
leaf_value=0.001601931209709786 0.0027210187844011894 0.00042137005119002169 0.00026919332284776288 0.0034458469522512538 0.0021755727858812145 0.002694699280099314 0.00082297613532109808 0.0022775977529123251 0.0013339663744664689 0.0017448899614983917 0.0026889260744854433 0.0015372967088979202 0.0018673434554381777 0.0023637327321058893 0.002433687373466479 0.003044391208407801 0.0018665919012710846 0.0027192833031942287 0.0027346712741332427 0.0024173883849990547 0.0025652263915577882
leaf_weight=76 62 60 79 64 52 61 79 89 93 61 62 58 71 54 56 78 68 80 840 153 78
leaf_count=76 62 60 79 64 52 61 79 89 93 61 62 58 71 54 56 78 68 80 840 153 78
internal_value=0 0.00138239 0.00121331 0.00256487 0.00253277 0.00139429 0.00164116 0.00260757 0.000976232 0.00221998 0.00210589 0.00112555 0.00224966 0.00267532 0.00231168 0.00269686 0.00212288 0.00267279 0.00271229 0.00252114 0.00241207
internal_weight=0 553 491 1821 1757 412 259 1495 153 122 262 137 238 1257 186 1205 124 1127 894 233 167
internal_count=2374 553 491 1821 1757 412 259 1495 153 122 262 137 238 1257 186 1205 124 1127 894 233 167
is_linear=0
shrinkage=0.00209259


Tree=1600
num_leaves=23
num_cat=0
split_feature=1 52 39 47 10 48 1 0 14 49 14 49 13 47 0 0 52 151 0 48 47 13
split_gain=157.281 31.9838 19.1884 19.0375 16.3156 8.85601 7.66585 11.6991 7.82892 6.46464 6.44749 11.2873 5.32812 4.15881 4.72251 4.3495 3.50263 2.83389 2.67871 1.86756 1.30792 3.3044
threshold=0.10538500000000002 -0.40011499999999994 0.081875000000000017 1.0000000180025095e-35 -0.013164999999999998 0.094275000000000012 0.089710000000000026 -0.10653 0.062655000000000016 0.12001000000000002 -0.42495999999999995 -0.0019649999999999997 0.0066850000000000008 0.078875000000000015 -0.10891999999999999 -0.066849999999999979 -0.054974999999999989 -0.065174999999999983 -0.083804999999999977 0.090390000000000012 0.08265500000000002 -0.050754999999999995
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 -2 6 4 -3 -5 8 -8 9 13 -6 17 20 14 -1 -16 -4 -12 -13 -15 21 -9
right_child=1 3 16 5 10 -7 7 12 -10 -11 11 18 -14 19 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0033430027689936581 0.0041358182348644485 0.00047841346086345435 0.0032565706954367814 0.0036704033171937847 0.002789747767712836 0.0022845984841059703 0.0025234489195433479 0.0037948857166064617 0.0048314868317208695 0.003136491031611093 0.0020206784235426863 0.00098641561280899868 0.0030671285094652583 0.0047837688451802148 0.0040426643287892828 0.0036072159185124952 0.0023398944250133612 0.0028454249188171704 0.0016977756472706196 0.004113024193282056 0.0036243658457762685 0.0045648003371538464
leaf_weight=79 52 52 53 55 53 61 57 95 65 60 52 67 53 54 967 170 52 53 66 52 55 56
leaf_count=79 52 52 53 55 53 61 57 95 65 60 52 67 53 54 967 170 52 53 66 52 55 56
internal_value=0 0.00227646 0.00384235 0.00206575 0.00176937 0.00294189 0.00390425 0.00355058 0.00398146 0.00394146 0.00199996 0.00182397 0.00377653 0.00397798 0.00393638 0.00397758 0.00280285 0.00243723 0.00133962 0.00445498 0.00395892 0.00408059
internal_weight=0 511 1868 459 343 116 1763 316 1447 1382 291 238 259 1322 1216 1137 105 105 133 106 206 151
internal_count=2379 511 1868 459 343 116 1763 316 1447 1382 291 238 259 1322 1216 1137 105 105 133 106 206 151
is_linear=0
shrinkage=0.00250084


Tree=1601
num_leaves=19
num_cat=0
split_feature=0 0 16 15 151 403 13 403 151 16 49 484 0 16 15 15 150 16
split_gain=2.3415 3.15853 2.68532 2.72711 2.23499 1.72009 2.07337 1.71778 1.71584 2.12543 1.80825 1.48842 1.43051 1.71834 1.38655 1.19427 0.849776 0.247531
threshold=-0.13740499999999997 -0.14733499999999997 -0.010379999999999999 -0.083359999999999976 0.085465000000000013 0.08888500000000002 0.25694000000000006 0.11447500000000001 -0.083294999999999994 -0.073774999999999993 0.11580500000000001 0.110365 -0.034179999999999995 -0.4957399999999999 -0.15614499999999998 -0.014614999999999998 0.084680000000000019 -0.080789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 5 6 8 -7 15 12 11 -11 13 -10 -1 16 -2 -9
right_child=4 -3 -4 -5 -6 7 -8 17 9 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0012949315224656556 0.0022648023384324871 -0.0016320194063460824 -0.0012497506244085945 0.0027696099255245577 0.003117603264962427 0.0032392286404579881 -0.00088826204137607109 0.00071590892539914318 -0.00049267293758488537 0.00085965986194224612 -0.0010062880756181924 -0.0008919191897983073 0.0029474033179749414 0.0013914015947313035 -0.00086106793911806606 0.0030324148435893939 0.00051338642385866866 0.001685696710652097
leaf_weight=70 54 73 54 78 57 72 58 52 54 762 65 53 54 583 54 69 60 57
leaf_count=70 54 73 54 78 57 72 58 52 54 762 65 53 54 583 54 69 60 57
internal_value=0 0.00022291 0.000752276 0.00128801 0.0011423 0.00108576 0.00099175 0.00202626 0.00105398 0.000945904 0.000616096 0.000745621 0.00136576 0.00123151 0.000355158 0.00198118 0.00134395 0.00122404
internal_weight=0 329 256 202 2050 1993 1812 181 1754 1571 880 815 691 637 124 183 114 109
internal_count=2379 329 256 202 2050 1993 1812 181 1754 1571 880 815 691 637 124 183 114 109
is_linear=0
shrinkage=0.0101119


Tree=1602
num_leaves=17
num_cat=0
split_feature=2 15 10 15 0 16 15 42 15 1375 133 1455 2 402 133 1456
split_gain=3.53981 4.10378 2.15098 1.58924 2.08109 5.5233 5.19956 2.57094 3.45885 1.77453 1.50954 1.27057 1.22346 0.827981 0.724069 0.574857
threshold=0.13538500000000001 -0.090554999999999983 -0.0079749999999999977 0.12061000000000001 -0.11208499999999998 -0.066704999999999987 -0.033689999999999991 1.0000000180025095e-35 -0.077134999999999995 -0.066804999999999989 -0.07218999999999999 1.0000000180025095e-35 -0.043079999999999993 0.097045000000000006 -0.10298999999999998 0.075120000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 8 -4 -6 13 12 -12 14 -11 -13
right_child=1 -3 3 -5 9 6 -8 -9 -10 10 11 15 -14 -15 -16 -17
leaf_value=0.0022844330036699357 0.00076043822919867707 -0.0017205861672296176 0.00056914472447349806 0.0019983328184052947 0.0021834817862735798 0.00024935025866733692 -0.0033195791543020018 -0.00042605553790335982 0.003203762986524502 0.00071334603748427123 0.0017947397871469755 0.00094893849135433892 0.00049270983113193988 0.0020205367142426926 0.001618247672429283 0.002054056790328006
leaf_weight=64 97 87 101 67 63 61 52 73 52 171 52 80 1133 76 95 55
leaf_count=64 97 87 101 67 63 61 52 73 52 171 52 80 1133 76 95 55
internal_value=0 -0.000412174 0.000785348 0.000740284 0.000699403 0.000104925 -0.00139221 0.000853882 0.00146515 0.00081618 0.000764298 0.00063691 0.00054992 0.00125571 0.00103686 0.00139983
internal_weight=0 184 2195 2131 2064 339 113 226 153 1725 1662 1320 1185 342 266 135
internal_count=2379 184 2195 2131 2064 339 113 226 153 1725 1662 1320 1185 342 266 135
is_linear=0
shrinkage=0.00829529


Tree=1603
num_leaves=19
num_cat=0
split_feature=2 15 48 484 484 15 13 0 0 15 15 151 2 133 4 133 1429 12
split_gain=2.44882 2.94324 2.10747 1.70653 2.80902 2.57543 1.82567 1.72559 1.64965 5.22182 7.51175 2.39274 1.61169 1.48587 1.74474 1.37044 1.51553 0.65843
threshold=0.13538500000000001 -0.41309499999999993 0.085790000000000019 0.096480000000000024 0.11803500000000001 -0.14151499999999997 0.25694000000000006 -0.082654999999999992 -0.10891999999999999 0.084675000000000014 -0.026169999999999995 -0.063609999999999986 0.092855000000000007 0.10864000000000001 -0.051459999999999992 0.093490000000000004 0.084930000000000019 0.094045000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 7 8 12 9 10 11 -7 -1 15 17 16 -10 -15
right_child=1 2 -4 4 -6 6 -8 -9 13 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00049520859571857041 0.0014043653767820379 -0.0023815969454197335 7.3684746417781297e-05 -0.0019957090137615379 0.00089433008687776088 -0.0010467576215190278 -0.00099489074103368148 0.0031490816055979578 0.00084396724126562287 0.0025875532624899406 -0.0036522227472124483 0.0013353233101372037 0.0024319891744101832 0.0011506321178463767 -0.0013276468058107795 0.0023294675230560399 0.0022702332822341479 -1.7205057322855005e-05
leaf_weight=98 57 66 61 53 72 62 56 61 1144 59 55 100 65 98 54 67 72 79
leaf_count=98 57 66 61 53 72 62 56 61 1144 59 55 100 65 98 54 67 72 79
internal_value=0 -0.000393687 -0.00120149 0.000750378 -0.000330233 0.000815682 0.000698512 0.00178084 0.000751546 7.36414e-05 -0.000609396 0.000423035 0.00126817 0.00087506 0.000171023 0.00100174 0.000928501 0.000628819
internal_weight=0 184 127 2195 125 2070 1846 224 1790 276 217 162 163 1514 231 1283 1216 177
internal_count=2379 184 127 2195 125 2070 1846 224 1790 276 217 162 163 1514 231 1283 1216 177
is_linear=0
shrinkage=0.00952868


Tree=1604
num_leaves=23
num_cat=0
split_feature=1 2 2 1 13 13 151 47 12 11 4 50 2 4 2 2 1212 133 42 133 12 47
split_gain=1.75487 3.58986 4.27313 1.99909 2.68206 2.17001 1.69103 1.4612 2.37765 1.87125 1.32703 1.90949 1.29496 2.18383 1.63462 1.69962 1.24599 0.997206 1.11536 1.0756 0.892223 1.08361
threshold=0.089710000000000026 0.088135000000000005 0.10644500000000001 0.10932500000000002 -0.39067499999999994 -1.0000000180025095e-35 -0.08212499999999999 0.081320000000000017 0.085775000000000004 0.076560000000000003 -0.050564999999999992 0.089685000000000015 0.074875000000000011 -0.079939999999999983 0.083645000000000011 0.084735000000000019 0.0025400000000000002 0.11370000000000001 0.094095000000000012 0.2590050000000001 -0.081914999999999988 0.089640000000000011
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=7 6 -3 -4 -5 -6 -2 9 -9 12 11 -8 13 -1 -14 16 -16 18 -17 -19 -12 -22
right_child=1 2 3 4 5 -7 10 8 -10 -11 20 -13 14 -15 15 17 -18 19 -20 -21 21 -23
leaf_value=0.0012530121169737369 0.0026229253251913104 -0.0023490486397073976 0.0013399747994535113 0.0013054484354136776 -0.0022963189771280867 -4.9065716448113117e-06 -0.0017234532779496134 0.0035080400755623758 0.00058733159385208368 -0.0010971817782586162 -0.00011541872335187404 0.00084127524728398468 0.0025392600222562921 -0.0016312414545768929 0.0006692788253263288 0.00094035711611092573 -0.0014869516923430675 -0.00095787891640146253 0.0020753099004480954 0.00079509504230886225 0.0021460979450860585 0.00063314903938837446
leaf_weight=53 53 96 100 71 82 95 52 54 66 58 52 76 61 59 58 763 56 56 105 111 102 100
leaf_count=53 53 96 100 71 82 95 52 54 66 58 52 76 61 59 58 763 56 56 105 111 102 100
internal_value=0 0.00022976 -0.000422497 0.000108649 -0.000387409 -0.00106709 0.000895765 0.000810344 0.00190257 0.000715288 0.000655844 -0.000199786 0.00079489 -0.000265388 0.000893123 0.000805634 -0.000388956 0.000937318 0.00107778 0.000206612 0.00108746 0.00139766
internal_weight=0 879 444 348 248 177 435 1500 120 1380 382 128 1322 112 1210 1149 114 1035 868 167 254 202
internal_count=2379 879 444 348 248 177 435 1500 120 1380 382 128 1322 112 1210 1149 114 1035 868 167 254 202
is_linear=0
shrinkage=0.0103142


Tree=1605
num_leaves=17
num_cat=0
split_feature=484 49 2 150 13 13 42 52 13 129 447 52 42 15 15 52
split_gain=3.26419 2.11641 2.7606 2.72535 2.04606 2.33753 2.45074 1.94703 3.98722 2.23678 2.33485 2.23646 0.925096 0.836257 1.09706 0.746898
threshold=0.091040000000000024 -0.081589999999999982 0.10000000000000002 0.084680000000000019 -0.42334499999999992 -0.10899499999999999 0.084815000000000015 0.097655000000000006 0.039845000000000012 0.088075000000000014 0.085730000000000015 -0.089964999999999976 -0.094269999999999979 0.11614000000000001 -0.0059299999999999986 0.12066000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6 9 13 10 11 -7 -11 14 -9 -2
right_child=15 4 -4 -5 5 7 -8 8 -10 12 -12 -13 -14 -15 -16 -17
leaf_value=0.0016929776150760765 0.0020937783972351117 0.0019609125252774864 -0.0019911017733676606 -0.0008639997601624464 -0.0021088808533788654 1.1311903622323926e-05 0.00041763805135635083 0.00066504462355839724 -0.0021067911094253436 0.00013067917855975176 0.0023586348361800298 0.00081834203371675921 -0.0013493762152488355 0.001216207288533381 -0.00050869378073527315 0.00095430991382653872
leaf_weight=52 94 62 60 70 53 324 57 114 59 72 58 1022 52 58 114 74
leaf_count=52 94 62 60 70 53 324 57 114 59 72 58 1022 52 58 114 74
internal_value=0 0.000369105 -0.000505007 0.000225119 0.000446943 0.000399562 -0.000798864 0.000469993 -0.000103902 0.000599629 0.000695863 0.000624146 -0.000489261 0.000308965 7.77792e-05 0.00159241
internal_weight=0 2227 182 122 2045 1983 110 1873 345 1528 1404 1346 124 286 228 168
internal_count=2395 2227 182 122 2045 1983 110 1873 345 1528 1404 1346 124 286 228 168
is_linear=0
shrinkage=0.0084612


Tree=1606
num_leaves=28
num_cat=0
split_feature=4 12 150 12 14 16 156 0 16 12 49 15 16 15 15 42 0 159 150 16 0 16 133 51 4 4 0
split_gain=131.853 66.2238 23.5711 13.7809 12.0094 14.9724 11.3603 11.3187 7.41025 6.63969 4.39524 4.59907 5.90937 3.69308 3.4101 2.51799 2.60404 2.37872 2.31865 2.16877 4.36787 2.07283 2.05461 1.58753 1.17089 0.881911 1.51027
threshold=0.30163500000000004 0.054520000000000006 0.083435000000000023 0.11769500000000001 -0.42214499999999994 -0.49181999999999998 0.090310000000000015 -0.071844999999999978 -0.069144999999999984 0.09141500000000001 0.085970000000000005 0.041820000000000003 -0.0090499999999999973 0.076335000000000014 0.091475000000000015 0.088305000000000008 -0.092319999999999985 0.097495000000000012 0.081245000000000026 0.40052000000000004 -0.073399999999999979 -0.073494999999999991 0.087005000000000013 -0.13217999999999999 -0.082249999999999976 -0.064209999999999989 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 9 -2 18 7 8 -1 10 11 15 24 17 -15 16 -3 19 -6 20 -11 -4 -12 -21 -13 26 -16
right_child=4 3 21 -5 5 -7 -8 -9 -10 13 22 12 -14 14 25 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0034057862867919201 0.0022463720488407383 0.0028618646218994833 0.0010522235918449298 0.0023907063680743963 0.0012602673101448408 0.00021185936048764614 0.0036670104113982098 0.0017819989444075733 0.0023491276325017366 0.0030086671943082371 0.0041171614730552688 0.0036086479627519428 0.0043215242779628908 0.0038066657998028029 0.0035204205315708171 0.0027666247750880468 0.0034463227249255106 0.0034985136954757434 0.0019272619072409484 0.0029345412022022924 0.002184716605194897 0.0016717671779224561 0.0035731302634147552 0.0035134849663945151 0.0033568190545952325 0.0029574423509103999 0.0030413724660994057
leaf_weight=71 61 58 53 86 69 79 52 96 84 133 88 220 55 82 92 62 192 52 54 60 52 77 76 52 218 54 67
leaf_count=71 61 58 53 86 69 79 52 96 84 133 88 220 55 82 92 62 192 52 54 60 52 77 76 52 218 54 67
internal_value=0 0.00311538 0.00227602 0.00332928 0.0013113 0.00102881 0.00264347 0.00243132 0.00283331 0.0033793 0.0035053 0.00343194 0.00357693 0.00318969 0.00338839 0.00320277 0.00331083 0.00302165 0.0015533 0.00293808 0.00277721 0.00141938 0.00386521 0.00320357 0.00348337 0.00322725 0.00331872
internal_weight=0 2132 433 1699 263 202 303 251 155 1613 969 805 493 644 295 312 250 349 123 297 185 130 164 112 438 213 159
internal_count=2395 2132 433 1699 263 202 303 251 155 1613 969 805 493 644 295 312 250 349 123 297 185 130 164 112 438 213 159
is_linear=0
shrinkage=0.00240373


Tree=1607
num_leaves=17
num_cat=0
split_feature=4 2 12 2 14 150 2 15 43 4 4 42 2 1456 42 150
split_gain=66.402 19.9573 15.4233 8.46431 6.25848 5.12059 5.30497 5.01033 4.17947 3.2929 2.37235 3.09057 2.08548 1.61875 2.06548 0.730805
threshold=0.27161500000000005 0.14234000000000005 -0.077034999999999978 0.13538500000000001 0.019675000000000002 0.081245000000000026 0.096120000000000025 -0.18239999999999998 -0.049914999999999994 -0.011154999999999998 0.036620000000000007 -0.013204999999999998 0.089735000000000023 -0.15627999999999997 0.083985000000000018 0.102565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 7 5 10 15 8 -2 -1 13 -12 -13 -4 -15 -7
right_child=3 -3 4 -5 -6 6 -8 -9 -10 -11 11 12 -14 14 -16 -17
leaf_value=0.0011336064056426643 0.00053404648532133774 0.0010266843820870826 0.0028214545040110952 0.00044656009192641438 0.0031065276888261988 0.0024288845124109662 0.0013109397236718459 0.0018462931258342921 0.0014250691036507021 0.0018731840632143122 0.0017392808386630858 0.0026606130558039101 0.002114683911501315 0.0024986856767086089 0.0023098153980669507 0.002056145932610868
leaf_weight=62 54 72 58 94 65 57 52 69 70 80 70 70 98 709 646 69
leaf_count=62 54 72 58 94 65 57 52 69 70 80 70 70 98 709 646 69
internal_value=0 0.00227105 0.00231504 0.00103847 0.00237235 0.00234624 0.00195809 0.00132663 0.00103725 0.00155045 0.00238808 0.00216505 0.00234231 0.00242562 0.00240866 0.00222497
internal_weight=0 2108 2036 287 1894 1829 178 193 124 142 1651 238 168 1413 1355 126
internal_count=2395 2108 2036 287 1894 1829 178 193 124 142 1651 238 168 1413 1355 126
is_linear=0
shrinkage=0.00240373


Tree=1608
num_leaves=11
num_cat=0
split_feature=0 12 3 14 3 123 2 150 158 40
split_gain=3.72618 5.29265 4.72377 2.24245 3.00837 2.77501 1.93247 1.74722 1.72008 1.16487
threshold=0.076335000000000014 -0.10236499999999998 -0.1535 0.018475000000000002 -0.154195 0.084710000000000021 0.14307 -0.088794999999999985 0.080150000000000013 -0.081239999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 7 -6 -9 -7
right_child=2 3 -4 -5 5 9 -8 8 -10 -11
leaf_value=0.0030811744159974269 0.0010616049917028213 -0.0015376020394384324 -0.0024258429224302126 0.0022533454767888184 0.0024898532899814444 0.00054987414271259023 -0.00086685453452525979 0.00071688000825540724 0.0016902226857396887 -0.0011847575466327361
leaf_weight=86 64 53 72 80 56 54 58 1606 176 90
leaf_count=86 64 53 72 80 56 54 58 1606 176 90
internal_value=0 0.000807863 -0.000783958 0.000717847 0.000659109 0.000716229 0.000811204 0.000864211 0.000813069 -0.000533578
internal_weight=0 2259 136 2173 2093 2040 1896 1838 1782 144
internal_count=2395 2259 136 2173 2093 2040 1896 1838 1782 144
is_linear=0
shrinkage=0.00934185


Tree=1609
num_leaves=10
num_cat=0
split_feature=484 4 10 2 10 41 4 16 12
split_gain=2.47312 2.77796 2.35584 4.14183 2.13569 2.03963 1.86951 2.05268 1.54179
threshold=0.11563500000000002 -0.51253999999999988 0.058500000000000003 -0.045829999999999989 -0.014199999999999999 0.075585000000000013 -0.021234999999999997 0.064610000000000015 0.079570000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 -8
right_child=-2 2 -4 4 5 -7 8 -9 -10
leaf_value=-0.0013355213731842122 0.0018991056015631568 0.0028238155147534898 -0.0011480644252033294 -0.0011111628357528985 0.00092119590910505857 0.0017682444444671855 -0.00021595770422459297 3.7848181008342837e-05 0.00046528381572632951
leaf_weight=55 83 52 55 53 808 86 332 222 649
leaf_count=55 83 52 55 53 808 86 332 222 649
internal_value=0 0.000469904 0.000513938 0.00055549 0.000500588 0.000541365 0.000488855 0.000730889 0.000234643
internal_weight=0 2312 2257 2202 2150 2097 2011 1030 981
internal_count=2395 2312 2257 2202 2150 2097 2011 1030 981
is_linear=0
shrinkage=0.00813264


Tree=1610
num_leaves=12
num_cat=0
split_feature=13 1 51 159 13 48 2 403 13 13 2
split_gain=2.64973 4.33735 2.61289 1.86355 2.73592 2.56022 1.70167 1.86696 1.30294 1.20244 1.12872
threshold=-0.47860499999999995 0.13712000000000005 -0.17169499999999996 0.091305000000000011 -0.15416999999999995 -0.076334999999999986 -0.013254999999999998 -0.088654999999999984 -0.067634999999999987 -0.085669999999999982 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 -7 -8 -2 -5 -11
right_child=1 -3 3 9 5 6 7 -9 -10 10 -12
leaf_value=0.0024213477826226727 0.00059777429270943864 -0.0016333691670372 0.0025212208322501393 0.00012688550617534234 -0.0017281416521944812 0.0018322385975995149 0.00097925949999284802 0.00013231789888246693 0.0024915610959783149 0.00099343928111962046 0.0027095969433086663
leaf_weight=66 55 91 53 57 58 70 300 1365 92 78 68
leaf_count=66 55 91 53 57 58 70 300 1365 92 78 68
internal_value=0 0.000445606 0.000531804 0.000441939 0.000344663 0.000280268 0.000347467 0.000284982 0.00178371 0.00132601 0.00179346
internal_weight=0 2287 2196 2049 1846 1793 1735 1665 147 203 146
internal_count=2353 2287 2196 2049 1846 1793 1735 1665 147 203 146
is_linear=0
shrinkage=0.00971926


Tree=1611
num_leaves=21
num_cat=0
split_feature=4 2 16 12 4 4 3 0 52 133 4 0 16 16 13 0 4 3 13 43
split_gain=117.975 26.4292 12.8512 11.115 7.58671 6.73449 10.4623 6.99177 4.82713 4.01467 4.36426 3.80361 3.3008 2.25353 1.99496 2.86521 1.75976 1.62202 0.796436 0.3803
threshold=0.27161500000000005 0.13880500000000004 -0.42004999999999992 -0.010219999999999998 -0.0030749999999999996 -0.082249999999999976 0.099930000000000005 -0.087344999999999992 0.047850000000000011 -0.029369999999999997 -0.50388999999999984 -0.074544999999999986 -0.019164999999999998 -0.54057999999999995 -0.099039999999999975 -0.098179999999999976 -0.012089999999999998 -0.13088999999999998 -0.06928999999999999 -0.076344999999999982
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 8 4 -1 7 11 -5 13 -9 -11 14 -4 -2 -7 -16 18 -12 -13 -18
right_child=2 -3 12 5 -6 6 -8 9 -10 10 17 16 -14 -15 15 -17 19 -19 -20 -21
leaf_value=0.0017332679773201247 0.0015323092185673807 0.0013718729533202839 -1.9081639361868559e-05 0.0037830670304487236 0.0027569151788727252 0.0033628125426446122 0.0016944235812198099 0.0024580238955513884 0.002073083977813812 0.0036273999345983717 0.0025884804373414892 0.002970658326457527 0.00083832107881590503 0.00084727170433742641 0.0025498151688924148 0.0029262581141928125 0.0024668855753147432 0.0030486022646937535 0.0026135289091747953 0.0021640325647535258
leaf_weight=92 58 80 56 78 83 52 52 73 55 73 59 54 52 58 146 765 53 226 136 52
leaf_count=92 58 80 56 78 83 52 52 73 55 73 59 54 52 58 146 765 53 226 136 52
internal_value=0 0.0027543 0.00105596 0.00280975 0.00221892 0.00286658 0.0027734 0.00310633 0.0014742 0.0029838 0.00309094 0.00281798 0.0003935 0.00119002 0.00289281 0.00286596 0.00257359 0.00295344 0.00271517 0.00231715
internal_weight=0 2074 279 1994 175 1819 1310 509 171 431 358 1258 108 116 963 911 295 285 190 105
internal_count=2353 2074 279 1994 175 1819 1310 509 171 431 358 1258 108 116 963 911 295 285 190 105
is_linear=0
shrinkage=0.0024518


Tree=1612
num_leaves=21
num_cat=0
split_feature=1 3 1 14 0 3 16 16 13 3 13 124 0 160 159 16 49 131 0 159
split_gain=153.229 43.6381 17.4227 8.53465 7.73723 8.37925 6.62809 5.56478 5.22535 4.93041 7.31797 6.82282 4.89562 3.94135 3.77511 3.60292 2.74036 1.36027 1.30621 0.856759
threshold=0.10141500000000002 -0.034684999999999994 0.13554500000000003 0.062655000000000016 0.056265000000000009 0.091170000000000015 0.40052000000000004 -0.12029499999999999 0.053240000000000003 0.0075150000000000008 -1.0000000180025095e-35 -0.083289999999999989 -0.079119999999999982 -0.020839999999999994 0.083310000000000009 -0.25959999999999994 0.092625000000000013 0.023795 -0.071519999999999986 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 9 4 5 12 8 -4 -2 11 -11 -3 14 -14 15 -1 -17 18 -15 -16
right_child=1 2 7 -5 -6 -7 -8 -9 -10 10 -12 -13 13 17 19 16 -18 -19 -20 -21
leaf_value=0.0030108565221124454 0.0029841290617704653 0.0020923071217446776 0.0012561026592560443 0.004474791907333282 0.0027699975890902915 0.0027717248696197457 0.0035059207693560177 0.00013033494814529913 0.0020460920174839047 0.0015577163304554115 0.0028056406954571778 0.00087793745818265465 0.0029097728346268526 0.0032571608403299634 0.0043125209663879942 0.0037339102075128489 0.0032962521254781378 0.0038814706636289818 0.0035871337874668965 0.0039107195309445765
leaf_weight=53 96 64 56 63 79 78 80 54 61 52 68 53 86 136 62 803 102 53 176 78
leaf_count=53 96 64 56 63 79 78 80 54 61 52 68 53 86 136 62 803 102 53 176 78
internal_value=0 0.00209174 0.00152662 0.00356927 0.00353581 0.00357298 0.00291905 0.000703696 0.00261984 0.00190845 0.0022651 0.00154244 0.00361331 0.00339323 0.00370368 0.00364737 0.00368461 0.00350707 0.00344339 0.00408885
internal_weight=0 584 347 1769 1706 1627 237 110 157 237 120 117 1549 451 1098 958 905 365 312 140
internal_count=2353 584 347 1769 1706 1627 237 110 157 237 120 117 1549 451 1098 958 905 365 312 140
is_linear=0
shrinkage=0.00250084


Tree=1613
num_leaves=22
num_cat=0
split_feature=12 2 2 2 51 12 52 2 2 13 13 16 13 12 49 43 2 42 13 16 2
split_gain=127.038 31.2651 27.8764 27.6716 12.2206 11.755 10.0069 9.148 8.89937 5.04327 4.68378 3.57874 4.50328 3.01687 3.92411 2.55949 2.50028 2.36946 2.00205 1.77 0.963992
threshold=0.054520000000000006 0.10859000000000001 0.13538500000000001 -0.0091949999999999983 -0.09193999999999998 0.10090500000000001 0.057125000000000002 0.14721500000000001 0.092235000000000025 -0.044684999999999996 -1.0000000180025095e-35 -0.24235499999999996 -0.11255999999999998 0.090345000000000023 0.0065400000000000015 0.0035900000000000007 0.085600000000000023 0.090375000000000025 -0.011154999999999998 -0.069604999999999986 0.10444500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 19 -5 11 8 10 -6 -7 -3 -2 -13 15 18 17 -11 -14 -15 -1 -18
right_child=2 7 -4 4 6 9 -8 -9 -10 16 -12 12 13 14 -16 -17 20 -19 -20 -21 -22
leaf_value=0.0011560240727507523 0.0030304512003198028 0.0013576863299138628 0.0016581405759019804 0.0038788603657621086 0.0029763898422945478 0.0024439361240044086 0.0035551933773449039 0.00069011335138916582 0.0018145574805111674 0.0027469333767596114 0.0021263974385841624 0.0042001194836585277 0.0035902015147359682 0.0033181550919293562 0.0028298072291109717 0.0031631767158757083 0.0035661555156773941 0.0041275578861627018 0.0036754050013655549 0.0017855041905107485 0.0031300936659063605
leaf_weight=52 94 100 55 61 70 84 53 70 84 58 85 54 634 289 74 76 63 52 135 52 58
leaf_count=52 94 100 55 61 70 84 53 70 84 58 85 54 634 289 74 76 63 52 135 52 58
internal_value=0 0.00207941 0.00334285 0.00252391 0.0029324 0.00339828 0.00265337 0.00143087 0.00234283 0.00293119 0.00171102 0.00348551 0.00351805 0.0034888 0.00334254 0.00358435 0.0031597 0.00363097 0.00343196 0.00147101 0.00335735
internal_weight=0 627 1726 372 268 1671 207 255 154 263 185 1408 1314 1260 498 762 179 686 424 104 121
internal_count=2353 627 1726 372 268 1671 207 255 154 263 185 1408 1314 1260 498 762 179 686 424 104 121
is_linear=0
shrinkage=0.00240373


Tree=1614
num_leaves=21
num_cat=0
split_feature=4 16 16 1 15 16 16 3 1 40 3 4 403 0 3 16 15 15 16 15
split_gain=2.89205 3.01753 2.66244 3.37687 2.19964 1.55035 1.45105 3.94991 2.91948 2.40576 1.85203 2.92402 2.01794 1.70398 1.65076 1.45357 1.30335 1.49872 0.974389 0.538766
threshold=0.24099500000000004 -0.42004999999999992 -0.116045 0.081925000000000012 -0.26424499999999995 -0.53299999999999992 0.31481000000000009 0.10323000000000002 0.10141500000000002 -1.0000000180025095e-35 -0.085104999999999986 0.014585000000000002 -0.06835999999999999 -0.079604999999999995 -0.057369999999999997 -0.077074999999999991 -1.0000000180025095e-35 -0.070049999999999987 -0.019164999999999998 -0.031659999999999994
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 4 3 19 -2 -6 7 8 10 -10 12 14 15 -14 -12 -4 17 -8 -3 -1
right_child=1 18 6 -5 5 -7 16 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.001713344906384076 0.0018312292122825888 -0.0016200115174967084 0.00069438273679733431 0.0036767326977883716 -0.00103819600502194 0.00088518188769687431 0.0021444338589531381 -0.0010375450127922956 0.00079771382741026142 -0.0015964840635301297 0.0011961814870145478 -0.00046971029004112087 0.00060676083205650239 -0.00070589512217269644 0.0022183777150134414 0.0022389943238815104 0.0023626669910204305 0.00034571112562838059 -6.7714059764181149e-05 0.0005945624411376585
leaf_weight=66 82 72 118 58 57 69 55 85 63 62 651 69 227 109 144 74 84 93 52 63
leaf_count=66 82 72 118 58 57 69 55 85 63 62 651 69 227 109 144 74 84 93 52 63
internal_value=0 9.55269e-05 0.000964988 0.00194638 0.000731063 1.43511e-05 0.000864872 0.000772372 0.000873846 -0.000389071 0.00098732 0.00123351 0.000584294 0.000180655 0.00138145 0.00129018 0.0015032 0.00101478 -0.000969791 0.00116768
internal_weight=0 332 2021 187 208 126 1834 1602 1517 125 1392 864 528 336 795 192 232 148 124 129
internal_count=2353 332 2021 187 208 126 1834 1602 1517 125 1392 864 528 336 795 192 232 148 124 129
is_linear=0
shrinkage=0.00863042


Tree=1615
num_leaves=26
num_cat=0
split_feature=1 1 2 2 14 12 12 1 12 0 15 2 159 475 12 151 42 403 3 42 2 15 3 2 0
split_gain=222.915 38.0984 17.3461 15.9543 12.3882 9.92193 9.83092 9.52289 8.10382 7.24215 6.74525 4.76566 3.99045 3.71184 3.49187 3.72468 2.78531 2.57811 2.64907 2.55367 2.29406 2.07703 4.43538 1.35277 0.642556
threshold=0.10752500000000002 0.12394500000000001 0.099675000000000014 0.14721500000000001 0.054835000000000009 0.023990000000000004 0.089605000000000018 0.092730000000000021 -1.0000000180025095e-35 -0.10653 -0.074254999999999974 0.11626500000000002 0.083310000000000009 -0.06562999999999998 0.09141500000000001 -0.088934999999999986 -0.017139999999999999 -0.091519999999999976 -0.091649999999999995 0.091635000000000008 0.091955000000000023 -0.074254999999999974 -0.073629999999999987 0.084895000000000012 -0.079724999999999976
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=2 6 4 10 5 7 12 9 -4 -1 -3 13 -2 -10 15 -7 20 23 -19 -18 -16 -15 -23 -17 -21
right_child=1 3 8 -5 -6 14 -8 -9 11 -11 -12 -13 -14 21 16 17 19 18 -20 24 -22 22 -24 -25 -26
leaf_value=0.0021109266941160289 0.0016526539445857746 0.00047265512246093613 0.0016632858609848867 -0.00043737067875315331 0.0039552627562014662 0.0025973263532881531 0.002359354504374799 0.0015858121685470652 0.003249531399218364 0.0032102190991366024 0.0014550227057084308 0.0021137290743412701 0.00087850680552738712 0.0029459134245542924 0.0032621035155970405 0.0030500065503010197 0.0022217436419788897 0.0035306602075289403 0.0031054856883776499 0.0025673756533912831 0.0026973178679791068 0.0028128636079000286 0.0020180363356218198 0.0025557582946072925 0.0028624413067127111
leaf_weight=54 97 97 62 75 60 82 81 52 53 72 57 93 53 56 94 56 56 88 559 56 62 75 70 60 133
leaf_count=54 97 97 62 75 60 82 81 52 53 72 57 93 53 56 94 56 56 88 559 56 62 75 70 60 133
internal_value=0 0.00107398 0.00283204 0.000419131 0.00294594 0.0029034 0.00172305 0.00240245 0.00241869 0.00273929 0.000836416 0.00255359 0.00137928 0.00271455 0.00297494 0.00305786 0.00280016 0.00310732 0.00316335 0.00264875 0.00303779 0.00257337 0.00242932 0.00279457 0.00277514
internal_weight=0 460 1893 229 1484 1424 231 178 409 126 154 347 150 254 1246 845 401 763 647 245 156 201 145 116 189
internal_count=2353 460 1893 229 1484 1424 231 178 409 126 154 347 150 254 1246 845 401 763 647 245 156 201 145 116 189
is_linear=0
shrinkage=0.00226508


Tree=1616
num_leaves=27
num_cat=0
split_feature=12 2 2 2 15 2 12 49 16 2 16 15 13 0 2 11 475 15 16 133 2 0 15 15 2 0
split_gain=250.865 61.5123 59.919 43.3277 17.2569 16.9912 16.8423 14.2397 12.4333 10.309 10.2487 4.82543 3.89353 3.73094 3.48681 13.3307 3.20391 2.75418 1.96966 1.95137 1.85208 1.78608 1.61597 1.43738 1.03748 0.87902
threshold=0.077755000000000005 0.11123500000000001 0.12551500000000002 0.074875000000000011 -1.0000000180025095e-35 0.14721500000000001 0.092495000000000008 0.055245000000000009 -0.0098949999999999975 0.10272000000000002 -0.24235499999999996 -0.013349999999999999 -0.049744999999999991 -0.065064999999999998 0.10188000000000001 1.0000000180025095e-35 -0.084964999999999985 0.095760000000000012 -0.078939999999999996 0.11588000000000002 0.088820000000000024 -0.07304999999999999 -0.093464999999999979 -0.090909999999999977 0.095935000000000006 -0.067659999999999984
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 3 6 8 9 7 14 18 -1 22 -8 13 21 23 15 16 -2 25 -3 20 -18 -13 -5 -12 -25 -14
right_child=2 5 -4 4 -6 -7 10 -9 -10 -11 11 12 17 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.00094224793573118503 0.0033466210696641505 0.0011999186924425058 0.0015700512066625474 0.0032467181548534764 0.0037675514180448015 5.2746930475082162e-05 0.0024021219250850833 0.0023465849938807165 0.0022712074922589223 0.0017409015810798667 0.0036259514790194479 0.0035543725195728076 0.0038393476325948557 0.0026794706348429358 0.0033064901397868865 0.0049189937012922916 0.0039242467795040665 0.0033650399879888294 0.00060608665999316487 0.0034704256885394417 0.0036464892218332034 0.0030212990855113574 0.0026771627778587547 0.0034145356086929461 0.0029722451993109268 0.0042127147246551894
leaf_weight=91 78 63 75 52 95 71 54 53 60 54 63 71 96 57 64 57 584 53 53 72 160 61 52 56 56 52
leaf_count=91 78 63 75 52 95 71 54 53 60 54 63 71 96 57 64 57 584 53 53 72 160 61 52 56 56 52
internal_value=0 0.00189136 0.00355028 0.00243096 0.00300411 0.000982934 0.00364116 0.00137358 0.00147047 0.00254493 0.00334637 0.00343657 0.00361184 0.0031849 0.00382091 0.0038555 0.00378767 0.00381111 0.000928807 0.0038298 0.00386455 0.00330821 0.00296217 0.00334939 0.00319361 0.00397069
internal_weight=0 644 1709 404 253 240 1634 169 151 158 619 565 333 232 1015 951 894 201 116 816 744 132 104 175 112 148
internal_count=2353 644 1709 404 253 240 1634 169 151 158 619 565 333 232 1015 951 894 201 116 816 744 132 104 175 112 148
is_linear=0
shrinkage=0.00226508


Tree=1617
num_leaves=29
num_cat=0
split_feature=1 1 12 47 12 12 1 3 3 12 1 52 1210 403 1212 52 16 42 151 3 12 42 16 1 16 1 52 42
split_gain=216.169 35.4322 22.0973 19.3551 12.6093 10.3115 9.30468 10.5325 5.45795 4.24095 4.05367 3.45914 2.83637 3.11386 4.76552 2.52647 3.67182 5.3161 2.36314 2.38795 2.11582 2.36496 1.75515 1.2747 0.99344 0.912592 0.62541 0.344535
threshold=0.10752500000000002 0.12394500000000001 0.077755000000000005 0.085505000000000012 0.089605000000000018 0.091625000000000012 0.092655000000000015 -0.0026499999999999996 0.30112000000000005 -0.081914999999999988 0.073870000000000005 -0.046924999999999988 -0.082214999999999983 -0.091109999999999983 0.041590000000000009 -0.53454499999999994 0.064610000000000015 0.084675000000000014 -0.088934999999999986 -0.095119999999999996 0.096700000000000022 -1.0000000180025095e-35 0.0055300000000000011 0.091785000000000019 -0.074054999999999996 0.13630500000000004 0.089725000000000013 0.10909000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 8 9 12 10 -8 25 -2 -1 -12 -4 14 -14 -7 20 -18 -15 -20 23 26 -21 24 -17 -3 -22 -23
right_child=1 3 5 -5 -6 15 7 -9 -10 -11 11 -13 13 18 -16 16 17 -19 19 22 21 27 -24 -25 -26 -27 -28 -29
leaf_value=0.0021235793513757228 0.00089925222819451311 0.00029775505318648503 0.0033144427195571716 0.0015035196899052059 0.0023149081366044405 0.0029436596321146423 0.0012344666815022772 0.0023146723766741739 -0.00027437406037906804 0.0015940892781444048 0.0023738932795665559 0.0030733039795078202 0.0029314498598120883 0.0025786637885161223 0.0021184211283955395 0.0029784332474918893 0.0026541908685308994 0.0017941498667306409 0.0032271879854871301 0.0029285248964540881 0.0027630431912940546 0.0021326886924818477 0.0026085448671807504 0.0025069165358627531 0.0026319315836985566 0.00066003766091665477 0.0024821931702685811 0.0023593615346152574
leaf_weight=77 53 52 55 65 81 58 67 74 55 97 57 54 59 83 54 86 52 61 94 521 76 53 78 65 54 57 56 59
leaf_count=77 53 52 55 65 81 58 67 74 55 97 57 54 59 83 54 86 52 61 94 521 76 53 78 65 54 57 56 59
internal_value=0 0.00114266 0.00264983 0.000592859 0.0016876 0.00274759 0.002185 0.00180153 0.000231798 0.00134872 0.00247249 0.00271434 0.00287753 0.00285047 0.00254311 0.00254973 0.00250903 0.00219011 0.0028952 0.00293308 0.00258925 0.00246431 0.00288689 0.00273786 0.00284493 0.000487399 0.00264405 0.00225228
internal_weight=0 460 1893 229 231 1564 329 141 164 150 188 111 944 889 113 620 562 113 776 693 449 244 599 205 140 109 132 112
internal_count=2353 460 1893 229 231 1564 329 141 164 150 188 111 944 889 113 620 562 113 776 693 449 244 599 205 140 109 132 112
is_linear=0
shrinkage=0.00197189


Tree=1618
num_leaves=31
num_cat=0
split_feature=1 1 47 1 49 0 4 13 47 4 4 16 4 16 0 16 0 15 16 4 4 133 4 43 43 0 13 50 4 42
split_gain=240.69 33.7355 18.0923 13.4377 15.5927 8.73134 7.26337 6.61215 5.76032 4.33992 3.93195 4.84337 3.83241 3.20207 2.81095 12.798 2.80475 2.58127 8.56433 3.01855 2.1976 2.03046 1.80841 2.4556 1.66893 1.5217 2.11794 1.42724 1.07721 0.666559
threshold=0.10752500000000002 0.12394500000000001 0.085505000000000012 0.092810000000000017 -0.020999999999999994 -0.074274999999999994 -0.0086449999999999982 -0.10899499999999999 0.09717000000000002 -0.047309999999999998 -0.16772499999999999 -0.046599999999999996 -0.47860499999999995 -0.15323999999999996 -0.10653 -0.116045 -0.095584999999999989 -0.029334999999999996 0.00088000000000000003 0.0041500000000000009 0.020345000000000005 0.11588000000000002 -0.0083249999999999973 -0.085224999999999981 -0.07027499999999999 -0.085669999999999982 -0.089189999999999978 0.093975000000000017 -0.080344999999999986 0.10273000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 7 5 -5 9 -2 -3 13 16 -6 -12 -7 -8 15 -11 -1 19 29 -14 22 25 23 -16 -23 26 -18 -24 -27 -19
right_child=1 2 -4 4 10 12 8 -9 -10 14 11 -13 17 -15 20 -17 21 18 -20 -21 -22 24 27 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0045183634814059273 0.0029379653684676204 -0.0002117120934937209 0.002035496945955252 0.0022310131949055145 0.004081132786009932 0.0039449380601720352 0.0020732136295727624 0.00084427938642484609 0.0026624372768119767 0.0040574638073017028 0.0036729800231068387 0.0027918941700606804 0.004009185380142913 0.0011803702654282547 0.0039836764209543098 0.0024521773824717221 0.003856798472028254 0.0036227521814102856 0.0021924810318702495 0.0031620520457295927 0.0034152081531800133 0.0039586486289673144 0.0041714542468820051 0.0034331460440702663 0.0033182705211430284 0.0037788533667110669 0.0045108374746945642 0.0037013909721002806 0.0040997502071267082 0.0032306187338062521
leaf_weight=62 74 62 65 85 59 65 52 102 52 75 100 69 52 53 102 57 55 62 52 59 88 52 146 112 56 165 81 61 122 56
leaf_count=62 74 62 65 85 59 65 52 102 52 75 100 69 52 53 102 57 55 62 52 59 88 52 146 112 56 165 81 61 122 56
internal_value=0 0.0015905 0.000896496 0.00364779 0.00316436 0.00374354 0.00227838 0.000444897 0.00196731 0.00384411 0.00351219 0.00331341 0.00338477 0.0016228 0.00369805 0.00336448 0.00400195 0.0032551 0.0030564 0.00355915 0.0037845 0.0039416 0.00386163 0.00369568 0.00362685 0.0040219 0.00424654 0.00403306 0.00391536 0.00343689
internal_weight=0 460 229 1893 313 1580 231 164 157 1234 228 169 346 105 641 132 593 281 170 111 509 531 421 214 108 423 136 207 287 118
internal_count=2353 460 229 1893 313 1580 231 164 157 1234 228 169 346 105 641 132 593 281 170 111 509 531 421 214 108 423 136 207 287 118
is_linear=0
shrinkage=0.00255085


Tree=1619
num_leaves=28
num_cat=0
split_feature=4 12 3 43 12 3 15 0 43 15 15 4 11 157 4 0 403 16 15 12 43 49 1447 133 15 133 43
split_gain=133.823 60.6216 15.7818 23.3922 14.6751 9.83598 7.23237 7.05278 7.01425 6.47909 5.13766 4.45531 4.23057 3.26676 3.45485 2.54673 1.86181 1.85767 1.77399 1.73709 1.65535 1.63039 1.4094 1.26766 1.25754 1.01587 0.336669
threshold=0.36766000000000004 0.077755000000000005 0.11372500000000001 -0.031974999999999996 0.092495000000000008 0.13772500000000001 -1.0000000180025095e-35 -0.11169999999999998 -0.085594999999999991 -0.097269999999999981 -0.42443999999999993 -0.064534999999999995 1.0000000180025095e-35 -0.029304999999999998 0.053255000000000004 0.040035000000000008 -0.088434999999999986 -0.076269999999999991 0.091475000000000015 0.083715000000000026 -0.071349999999999983 0.10470500000000001 -0.084894999999999984 0.071360000000000021 -0.068639999999999993 -1.0000000180025095e-35 -0.015214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 12 7 9 -2 -1 -5 -9 15 16 -13 20 18 17 26 -6 -18 -15 22 -21 -20 -16 -22 -3
right_child=5 4 -4 6 11 -7 -8 10 -10 -11 -12 13 -14 14 24 -17 19 -19 23 21 25 -23 -24 -25 -26 -27 -28
leaf_value=0.0026905004309161137 0.0024704053004230048 0.0038441817735828873 0.0017150673859007586 0.0036479169253978896 0.0040347170117018358 0.00068688720479135993 0.0039433571030874377 0.001882042660450438 0.0016748910740376408 0.0025245063921668347 0.00091262034319750064 0.0026108105244405451 0.0043744198673244788 0.003732104563767596 0.0032196040030723822 0.003150019027544053 0.0042135843347512747 0.0031555199363970214 0.0037989501651729892 0.0034549034942242475 0.0034974996320024437 0.0034104295381335564 0.0038523205391259065 0.0033508006671882323 0.0027162888385038938 0.0030350380336710853 0.00356801342923724
leaf_weight=75 65 56 88 53 64 57 82 81 83 68 52 53 71 78 52 65 59 53 68 58 58 64 589 83 67 55 56
leaf_count=75 65 56 88 53 64 57 82 81 83 68 52 53 71 78 52 65 59 53 68 58 58 64 589 83 67 55 56
internal_value=0 0.0034118 0.00262855 0.00285116 0.00362505 0.00156748 0.0033912 0.00182086 0.00215715 0.00301679 0.00150321 0.00334109 0.00380652 0.00316473 0.00325935 0.00356963 0.00376337 0.00352956 0.00369636 0.00381344 0.00346041 0.0037802 0.00381673 0.00355279 0.00293644 0.00327263 0.00370633
internal_weight=0 2098 449 361 1649 255 203 198 158 121 133 643 1006 363 310 280 935 165 215 770 191 711 647 151 119 113 112
internal_count=2353 2098 449 361 1649 255 203 198 158 121 133 643 1006 363 310 280 935 165 215 770 191 711 647 151 119 113 112
is_linear=0
shrinkage=0.00240373


Tree=1620
num_leaves=13
num_cat=0
split_feature=10 30 4 160 43 39 51 155 12 43 157 12
split_gain=4.8758 4.79898 4.92604 2.23522 1.92204 2.5271 2.41769 3.51332 1.51117 1.50042 0.785393 0.339284
threshold=-0.092019999999999977 0.086065000000000016 -0.49269499999999994 -0.54119499999999987 -0.23269999999999999 0.088895000000000016 -0.096089999999999981 0.083440000000000014 -0.054684999999999991 -0.031974999999999996 -0.0013449999999999998 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 11 6 7 -6 -8 -7 -2 -5
right_child=1 -3 3 4 5 9 8 -9 -10 -11 -12 -13
leaf_value=-0.0012926262523852052 0.0036115239093929331 -0.0012427223204061011 0.0043138884439397175 0.0042063397513379345 -0.00040193593884897899 -0.0011105713826497505 0.0037835790702484213 0.0030936483025371686 0.002114938631666315 0.0015782584406540037 0.0055500514265667475 0.0029172570335318317
leaf_weight=57 57 55 60 52 117 55 77 58 1579 57 57 61
leaf_count=57 57 55 60 52 117 55 77 58 1579 57 57 61
internal_value=0 0.00214534 0.00222896 0.00210214 0.00203753 0.00195174 0.00205535 0.000755892 0.0021926 0.000256744 0.00458188 0.00351156
internal_weight=0 2285 2230 2116 2056 1943 1831 175 1656 112 114 113
internal_count=2342 2285 2230 2116 2056 1943 1831 175 1656 112 114 113
is_linear=0
shrinkage=0.0116154


Tree=1621
num_leaves=12
num_cat=0
split_feature=3 123 149 150 49 3 157 157 52 159 52
split_gain=5.38694 3.11133 1.88769 2.11881 1.67088 4.4516 1.79672 3.82586 1.64547 1.51051 0.459569
threshold=0.31534000000000006 0.09394000000000001 0.079625000000000015 0.11740500000000002 -0.081589999999999982 -0.016164999999999995 -0.082134999999999986 -0.077234999999999984 0.51400500000000016 1.0000000180025095e-35 -0.0097699999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -8 -9 10 -6
right_child=-2 -3 -4 -5 6 -7 7 8 -10 -11 -12
leaf_value=-0.0012681646921974396 -0.0012053615566337721 -0.00075828309193640782 0.0034566228505305144 -0.00012167942463652474 0.0016148121098046859 0.0024463480581191671 -0.00091319509186264098 0.0017296722815018592 -4.2904432772772942e-05 0.0040044254795938879 0.0027864636610059174
leaf_weight=66 72 56 53 71 89 61 58 1656 53 54 53
leaf_count=66 72 56 53 71 89 61 58 1656 53 54 53
internal_value=0 0.00154818 0.00160656 0.00156114 0.00161836 0.000515138 0.00168968 0.00158964 0.00167464 0.00259108 0.00205286
internal_weight=0 2270 2214 2161 2090 127 1963 1767 1709 196 142
internal_count=2342 2270 2214 2161 2090 127 1963 1767 1709 196 142
is_linear=0
shrinkage=0.00991364


Tree=1622
num_leaves=16
num_cat=0
split_feature=1 10 52 52 15 132 12 4 52 15 3 475 474 1 157
split_gain=3.76665 2.49304 3.38748 3.56636 3.69866 1.92855 2.74148 2.12809 1.83524 1.77116 2.44789 1.0783 1.47219 1.1597 1.03575
threshold=0.11400500000000001 -0.011559999999999999 0.070205000000000017 -0.065699999999999981 -0.41309499999999993 0.089365000000000014 0.088245000000000004 -0.17689999999999997 -0.018574999999999998 -0.19301999999999997 0.10812000000000001 -0.08669499999999998 0.089190000000000005 0.10647000000000001 -0.0013449999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 7 -7 8 14 -9 11 -11 13 -13 -1
right_child=1 2 -4 4 -6 6 -8 9 -10 10 -12 12 -14 -15 -16
leaf_value=0.00081722769161775245 -0.0016320566340067267 -0.00029887819081102749 -0.0013273926100235099 0.0039930745741701681 0.00076617711618121671 -0.0014293349652560472 0.0012222608663568801 0.0026137966825211371 0.003846954271449766 -1.4800126883156668e-05 -0.00075990601429302214 0.0013432634200876363 0.00012387963790949695 0.002705175920436884 0.0026017797987093593
leaf_weight=56 53 89 63 54 73 53 95 83 52 54 53 1365 84 57 58
leaf_count=56 53 89 63 54 73 53 95 83 52 54 53 1365 84 57 58
internal_value=0 0.000224797 0.00057789 0.00113406 0.00213903 0.00129925 0.000272029 0.00138085 0.00239102 0.00128191 0.00121332 0.00128042 0.00132693 0.00139792 0.00172603
internal_weight=0 332 279 216 127 2010 148 1862 166 1696 1613 1560 1506 1422 114
internal_count=2342 332 279 216 127 2010 148 1862 166 1696 1613 1560 1506 1422 114
is_linear=0
shrinkage=0.00934185


Tree=1623
num_leaves=16
num_cat=0
split_feature=2 30 2 124 15 3 52 40 3 52 1455 2 159 3 3
split_gain=3.17084 2.80727 1.92415 1.72303 1.86773 1.77717 1.53747 1.37634 1.23719 1.21189 1.16543 1.06701 2.3229 2.04937 0.884666
threshold=0.16730000000000003 0.086065000000000016 0.10836000000000003 -0.063929999999999987 -0.031659999999999994 0.096440000000000012 0.024560000000000002 -0.078349999999999989 -0.1535 -0.015319999999999999 0.093155000000000002 0.083970000000000017 0.065430000000000016 0.099220000000000017 -0.077039999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 14 -6 -1 9 -9 11 12 -10 -13 -5
right_child=-2 -3 3 4 6 -7 -8 8 10 -11 -12 13 -14 -15 -16
leaf_value=0.0024808058407052793 -0.0013798681975284472 -0.0011019789874683705 -0.0010518532522338557 0.0013369619487987262 0.00073367979268325529 0.0024179845016015704 -0.0013288014531651403 0.00120261935448766 0.0017407975571911104 0.0032397998681227037 -0.00018014504322898695 0.00087530394484600831 -0.00040383364000959066 0.0027578059254842733 -0.00011665302966649079
leaf_weight=81 52 56 57 86 81 84 59 58 471 53 63 957 53 58 73
leaf_count=81 52 56 57 86 81 84 59 58 471 53 63 957 53 58 73
internal_value=0 0.00104643 0.00110033 0.000523962 0.000758753 0.00127397 -0.000134768 0.00124164 0.00118298 0.00217626 0.0011141 0.00116714 0.00152368 0.000982978 0.000668926
internal_weight=0 2290 2234 440 383 243 140 1794 1713 111 1602 1539 524 1015 159
internal_count=2342 2290 2234 440 383 243 140 1794 1713 111 1602 1539 524 1015 159
is_linear=0
shrinkage=0.00971926


Tree=1624
num_leaves=18
num_cat=0
split_feature=3 48 3 2 3 16 16 3 51 16 159 3 4 2 52 150 16
split_gain=2.68344 1.65838 1.78691 1.95021 2.03755 2.59031 1.64951 4.02639 3.88246 2.22325 1.37765 1.71902 3.8837 1.53924 1.36578 1.09423 0.912469
threshold=0.30835000000000007 0.13438000000000003 0.10703500000000001 0.092300000000000007 -0.0076849999999999991 -0.054549999999999994 -0.0092499999999999978 -0.016164999999999995 -0.092119999999999994 -0.012324999999999997 0.10908500000000002 -0.10237999999999998 -0.15805499999999997 0.09772500000000002 -0.015789999999999995 0.083295000000000022 -0.034884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 10 -6 9 8 -8 15 11 12 -5 -13 -10 16 -1
right_child=-2 -3 -4 4 5 -7 7 -9 14 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=0.00091293620765600647 -0.00072930207223163683 -0.00071371455103257325 0.00210395717987035 0.0011977078904185138 0.00059849275745055015 -0.0021582256699585558 -0.0008901903352280979 0.0035168062783878669 0.0011201591359251317 -0.00094946824410414171 0.0020826145245775979 7.8608789157899595e-05 -0.0017703375992681894 0.0012224029507041686 0.0024717386745865435 -0.00021958882819173364 0.0018829109209918262
leaf_weight=719 95 56 96 72 62 53 66 70 186 56 52 153 76 279 95 64 92
leaf_count=719 95 56 96 72 62 53 66 70 186 56 52 153 76 279 95 64 92
internal_value=0 0.000841647 0.000881445 0.000825379 0.000449771 -0.000671145 0.00103345 0.00151244 0.00110782 0.000818805 0.00065389 0.000525629 -0.000325763 0.000817536 0.00157745 0.000932086 0.00102309
internal_weight=0 2247 2191 2095 747 115 1348 417 347 931 632 580 148 432 281 875 811
internal_count=2342 2247 2191 2095 747 115 1348 417 347 931 632 580 148 432 281 875 811
is_linear=0
shrinkage=0.00915867


Tree=1625
num_leaves=10
num_cat=0
split_feature=157 13 42 12 124 147 457 151 49
split_gain=2.39741 2.15672 2.20823 2.17116 3.85495 1.49843 1.89876 1.79247 3.01573
threshold=-0.22439999999999996 0.15927500000000003 -0.088814999999999991 -0.09947499999999998 -0.085309999999999983 0.090425000000000019 0.087195000000000009 0.085465000000000013 -0.018959999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 8 -6
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=0.0021657035435347569 0.0020809883604753212 0.00073244450872240444 -0.00167100969701832 -0.0015260828536973468 -0.00060352608632162276 -0.0006935785301950808 0.0020730670664872255 0.0021898293805348822 0.00067154294843940374
leaf_weight=75 77 55 70 70 164 68 74 56 1689
leaf_count=75 77 55 70 70 164 68 74 56 1689
internal_value=0 0.000534161 -0.000612723 0.000599428 0.000545597 0.000616349 0.000661317 0.000606542 0.000558641
internal_weight=0 2323 125 2198 2121 2051 1983 1909 1853
internal_count=2398 2323 125 2198 2121 2051 1983 1909 1853
is_linear=0
shrinkage=0.00897909


Tree=1626
num_leaves=23
num_cat=0
split_feature=1 52 1 2 39 11 2 0 1 1 52 39 43 3 12 3 52 52 1 3 47 0
split_gain=150.592 41.1495 22.785 20.8958 19.3191 11.9907 10.6556 9.16138 6.64388 5.69054 5.4763 5.04064 2.5267 2.34034 2.94772 2.19366 2.11501 1.96336 3.75243 1.52832 1.06437 0.51481
threshold=0.104035 -0.29521499999999995 0.12419000000000001 1.0000000180025095e-35 0.081875000000000017 1.0000000180025095e-35 0.094835000000000017 -0.029554999999999994 0.085595000000000018 0.093205000000000024 -0.053514999999999993 0.088550000000000004 -0.073404999999999984 0.085315000000000016 0.080120000000000011 0.0075150000000000008 0.10160000000000001 -0.012574999999999998 0.080270000000000022 -0.081854999999999997 0.087235000000000021 -0.077914999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 13 12 -7 -6 -4 -12 19 14 -1 -5 21 18 -16 -8 -19 -14
right_child=1 2 10 15 9 8 7 -9 -10 -11 11 -13 16 -15 17 -17 -18 20 -20 -21 -22 -23
leaf_value=0.003688069270820377 0.0033614544156015409 0.002733539451441926 0.00023224424182803115 0.0011516791323852109 0.0026091590596268072 0.0042893561139715417 0.0028649540829666286 0.0019345740377712032 0.0032037170324188493 0.0015526689964007264 0.0014551635673348703 0.0006110363563952882 0.0023466763684325633 0.0027285286219243142 0.0031159041540366984 0.0016708840506343761 0.0029866196998844072 0.0032180104210684487 0.0025012077903497358 0.0033446087415353069 0.0028979884390214717 0.0026566530640706053
leaf_weight=53 64 92 54 91 53 63 71 65 54 52 81 66 58 68 231 78 78 776 66 68 59 57
leaf_count=53 64 92 54 91 53 63 71 65 54 52 81 66 58 68 231 78 78 776 66 68 59 57
internal_value=0 0.001659 0.00142311 0.00186462 0.00303083 0.00308695 0.00303719 0.00271337 0.0037885 0.00208618 0.000849683 0.00107633 0.00286577 0.00313978 0.00316335 0.00139146 0.0026971 0.00313877 0.00297939 0.00309978 0.00319543 0.00250053
internal_weight=0 526 462 261 1872 1767 1650 397 117 105 201 147 332 1253 1185 169 193 1132 297 139 835 115
internal_count=2398 526 462 261 1872 1767 1650 397 117 105 201 147 332 1253 1185 169 193 1132 297 139 835 115
is_linear=0
shrinkage=0.00226508


Tree=1627
num_leaves=14
num_cat=0
split_feature=39 52 48 12 3 4 1 3 48 402 2 52 3
split_gain=2.54343 3.0816 2.79281 3.18338 2.44019 2.77558 2.0697 2.16722 1.57434 1.53011 2.32909 1.07945 0.914142
threshold=0.081875000000000017 -0.087769999999999987 0.11077000000000002 -0.013764999999999998 0.10812000000000001 0.41257000000000005 0.10019500000000002 -0.0072299999999999994 -0.081604999999999997 0.095250000000000015 0.094835000000000017 0.084505000000000011 0.15251000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 8 -3 -8 -5 10 -10 -11 -6
right_child=1 6 -4 4 12 -7 7 -9 9 11 -12 -13 -14
leaf_value=0.0024244233519472025 0.0014492214577227864 -0.0019184763941728859 0.0020964801962152454 0.0020833193137391559 -0.0013743353304483421 -0.0012171319882734171 0.00070480675969471381 -0.0013041759166537925 0.00075105889190612532 0.00092971110189116093 3.8887302420567879e-05 0.0023403605500597014 0.00013504040054006843
leaf_weight=63 61 59 89 52 54 52 87 60 1200 108 407 54 52
leaf_count=63 61 59 89 52 54 52 87 60 1200 108 407 54 52
internal_value=0 -0.000155929 0.000685826 0.000624301 0.000566951 0.000634911 -0.000631663 -0.000114596 0.000687845 0.000646776 0.000570743 0.00140046 -0.000633068
internal_weight=0 267 2131 2042 1979 1873 206 147 1821 1769 1607 162 106
internal_count=2398 267 2131 2042 1979 1873 206 147 1821 1769 1607 162 106
is_linear=0
shrinkage=0.00813264


Tree=1628
num_leaves=20
num_cat=0
split_feature=15 2 123 2 0 150 11 16 0 0 0 15 16 15 52 52 16 483 16
split_gain=115.658 59.9682 23.9766 20.4027 14.1481 10.1687 5.19296 4.54055 4.45886 3.40729 5.99938 3.34044 2.18619 2.12991 2.01931 1.95213 3.46782 1.65783 0.784799
threshold=-0.37478999999999996 0.106285 1.0000000180025095e-35 0.14721500000000001 -0.078084999999999988 0.10801000000000001 1.0000000180025095e-35 -0.44010499999999991 -0.076209999999999986 -0.10946999999999998 -0.15270499999999995 -0.45726999999999995 0.51148500000000008 -0.068639999999999993 -0.063789999999999986 -0.018574999999999998 0.26799500000000004 -0.073589999999999989 0.0055300000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 14 6 8 -1 9 10 -2 -9 13 -6 -3 16 -10 -11 -17
right_child=1 3 -4 -5 12 -7 -8 11 15 17 -12 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=0.0014591629346992095 0.0032772386161200508 0.0015014949993076199 0.0019525772554449558 0.0011187072463835397 0.0028810518956053741 0.0022912187462590127 0.0035666672976097822 0.0011211645110188002 0.0022229758704914041 0.0035042000364583839 0.0023776680393876844 0.00036238160823734401 0.0030148797713215273 0.0023427695608502419 0.0020218683053339617 0.0028830589868984241 0.002935050920484932 0.0031467079811048322 0.0031924363804850132
leaf_weight=63 65 55 93 76 54 74 103 52 54 64 71 54 66 91 91 117 75 1022 58
leaf_count=63 65 55 93 76 54 74 103 52 54 64 71 54 66 91 91 117 75 1022 58
internal_value=0 0.00283666 0.00300859 0.00212346 0.0023373 0.00306624 0.00310143 0.00100498 0.00307002 0.00312775 0.00280778 0.00073483 0.00269098 0.00254339 0.00182599 0.00283789 0.00263715 0.0031678 0.00298573
internal_weight=0 2229 1796 433 357 1703 1629 169 1526 1222 136 106 211 145 146 304 129 1086 175
internal_count=2398 2229 1796 433 357 1703 1629 169 1526 1222 136 106 211 145 146 304 129 1086 175
is_linear=0
shrinkage=0.00213444


Tree=1629
num_leaves=20
num_cat=0
split_feature=2 12 2 12 14 2 457 43 12 42 43 12 1429 160 1429 1446 13 43 13
split_gain=109.166 44.8256 27.0626 26.1991 15.7866 12.3824 9.33703 6.05249 5.21496 4.8307 4.47933 4.40019 2.40258 2.97605 2.95305 2.67778 2.20916 1.59656 1.55242
threshold=0.106285 -0.070844999999999977 0.14271500000000001 0.086085000000000009 0.062655000000000016 -0.0091949999999999983 0.062030000000000009 -0.027294999999999996 0.099815000000000015 -1.0000000180025095e-35 -0.052219999999999996 0.10577500000000002 -0.069929999999999978 -0.073574999999999988 0.083420000000000008 0.037915000000000011 -0.066934999999999981 -0.049364999999999992 -0.016999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 6 -1 8 -2 12 -10 -8 16 -3 15 -15 -14 -5 -4 -9
right_child=2 4 17 11 -6 -7 10 18 9 -11 -12 -13 13 14 -16 -17 -18 -19 -20
leaf_value=0.0012814082808862996 0.0011179548786537132 0.0039690210497214922 0.0013845180334918464 0.0028642471760369835 0.0045380992789432048 0.0026891142564362302 0.0031507087979223925 0.001691789938226442 0.0033623148401483094 0.002507706390231782 0.0021822860674537018 0.0024304209452252405 0.0031173224691464791 0.0034845679848245479 0.0040447159999416182 0.0036324164306524216 0.0034759035060193144 0.00083631021105127752 0.0022326623777106937
leaf_weight=71 65 57 58 64 73 80 62 52 97 68 54 63 243 909 61 82 82 72 85
leaf_count=71 65 57 58 64 73 80 62 52 97 68 54 63 243 909 61 82 82 72 85
internal_value=0 0.0033082 0.0020565 0.00236496 0.00342156 0.00202739 0.00337163 0.00173499 0.00342296 0.00301027 0.00270012 0.00297371 0.0034733 0.00345146 0.00351982 0.00324737 0.00320796 0.0010811 0.00202756
internal_weight=0 1857 541 411 1706 151 1633 202 1517 165 116 209 1352 1295 970 325 146 130 137
internal_count=2398 1857 541 411 1706 151 1633 202 1517 165 116 209 1352 1295 970 325 146 130 137
is_linear=0
shrinkage=0.0024518


Tree=1630
num_leaves=14
num_cat=0
split_feature=3 1446 52 156 0 11 51 52 2 151 0 49 133
split_gain=4.22318 2.88057 2.17883 2.25775 1.97353 2.49391 2.00345 2.1954 3.64587 1.88611 1.74954 2.60622 1.33379
threshold=0.32329500000000005 0.10060500000000001 -0.56073999999999991 -0.080434999999999993 -0.068669999999999995 0.078065000000000009 -0.24177499999999999 0.0052050000000000004 0.10584500000000001 -0.079914999999999986 -0.080634999999999984 0.11580500000000001 0.096875000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 10 -6 9 -9 -8 11 -5 -12
right_child=-2 -3 3 4 6 -7 7 8 -10 -11 12 -13 -14
leaf_value=0.0027800381464869774 -0.0015221083122414832 0.0028010996185404559 0.0025879947227649153 0.00079079821489528603 0.0017256873683126127 0.0026549227233113016 0.0010673033355891172 0.0028606226133213414 -0.00030557105690839171 -0.00092612037834679866 0.0017945878388246873 -0.0011318153840889167 0.00066300944776367607
leaf_weight=52 62 71 63 1140 68 71 52 53 79 203 261 65 140
leaf_count=52 62 71 63 1140 68 71 52 53 79 203 261 65 140
internal_value=0 0.000947821 0.000889217 0.000844378 0.000792808 0.000940876 0.000246851 -1.27391e-05 0.000964948 -0.000519227 0.000865038 0.000687006 0.00139977
internal_weight=0 2318 2247 2195 2132 1677 455 387 132 255 1606 1205 401
internal_count=2380 2318 2247 2195 2132 1677 455 387 132 255 1606 1205 401
is_linear=0
shrinkage=0.00934185


Tree=1631
num_leaves=11
num_cat=0
split_feature=4 1444 14 13 11 11 3 0 0 2
split_gain=3.21961 2.61955 2.36401 2.28337 2.1433 5.29224 2.50418 2.01219 1.83609 0.0478136
threshold=0.59999500000000017 -0.052264999999999992 -0.10708499999999999 -0.16392499999999996 0.093740000000000018 1.0000000180025095e-35 -0.14070999999999997 -0.097074999999999981 -0.074434999999999987 0.11517500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 9 5 6 -5 -8 -3 -4
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=0.0028056351969073679 -0.001383121239102158 0.0033351192581874099 -0.00047057969815254033 -0.0013313755035639977 -0.0011101572010022269 0.003046172234877167 9.8643726707574295e-05 0.00089202149544882531 0.00086108962546964547 -0.00087759754338155322
leaf_weight=55 61 53 52 52 53 87 342 1521 52 52
leaf_count=55 61 53 52 52 53 87 342 1521 52 52
internal_value=0 0.000790552 0.000741555 0.000674916 0.000743284 0.000792401 0.000689958 0.000746431 0.00211084 -0.000675048
internal_weight=0 2319 2264 2159 2055 2002 1915 1863 105 104
internal_count=2380 2319 2264 2159 2055 2002 1915 1863 105 104
is_linear=0
shrinkage=0.00934185


Tree=1632
num_leaves=22
num_cat=0
split_feature=1 1 3 12 3 2 3 123 2 3 3 12 1 393 12 130 2 3 2 12 1
split_gain=104.374 23.2563 13.7413 11.3256 8.48553 8.08124 13.1717 7.04063 4.58018 4.43704 3.54744 3.08553 3.05954 2.1385 4.25063 2.02036 1.89021 1.35261 1.32576 0.940333 0.212343
threshold=0.11392000000000001 0.092415000000000011 0.25468500000000005 0.089370000000000019 -1.0000000180025095e-35 0.10836000000000003 -0.14443999999999999 0.087755000000000014 0.10293500000000001 0.11372500000000001 0.083605000000000013 0.09141500000000001 0.12500000000000003 0.086030000000000009 0.082295000000000021 0.091705000000000023 0.084675000000000014 -0.11756999999999999 0.095935000000000006 0.099550000000000013 0.096515000000000004
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 7 4 8 6 -1 12 -3 -6 11 13 -2 14 -8 19 -13 -5 -18 -7 -19
right_child=2 3 -4 17 9 15 10 -9 -10 -11 -12 16 -14 -15 -16 -17 18 20 -20 -21 -22
leaf_value=0.0041045430806038617 0.0023186051989206305 0.0021233544288186126 0.00066174367159745507 0.0032047802217898629 0.002977953692217792 0.0021865649923079201 0.0037068567740779238 0.0010848576554995585 0.0011978880674510743 0.0020322806153275099 0.0025860473007434099 0.0024941189422107149 0.0017026178688237356 0.0027111436613810702 0.0031601250972105501 0.0029766397510192942 0.0031352014169002233 0.0026442189446890881 0.0027927049463325861 0.0026274225354177574 0.0028536985781066311
leaf_weight=81 98 65 89 60 69 61 97 66 64 53 81 54 97 53 762 54 172 61 116 58 69
leaf_count=81 98 65 89 60 69 61 97 66 64 53 81 54 97 53 762 54 172 61 116 58 69
internal_value=0 0.00294405 0.00149415 0.00244562 0.00210339 0.00308236 0.00314356 0.00177789 0.00166441 0.00256734 0.00308524 0.00311746 0.00201233 0.00319224 0.00322189 0.00258128 0.00291796 0.00289759 0.00299734 0.00240166 0.00275561
internal_weight=0 2030 350 441 251 1589 1416 261 129 122 1335 1254 195 912 859 173 342 190 288 119 130
internal_count=2380 2030 350 441 251 1589 1416 261 129 122 1335 1254 195 912 859 173 342 190 288 119 130
is_linear=0
shrinkage=0.0024518


Tree=1633
num_leaves=15
num_cat=0
split_feature=3 4 0 42 42 0 50 475 0 481 3 0 42 0
split_gain=2.6861 2.00516 2.10953 2.60012 3.23994 3.21156 1.7957 1.82318 1.58654 1.46507 1.45061 1.53106 1.11124 0.394522
threshold=0.32329500000000005 -0.49432999999999994 -0.06884499999999999 -0.034284999999999989 0.087130000000000027 0.0060900000000000008 0.12877500000000003 -0.085719999999999977 0.11535000000000002 -0.08452999999999998 -0.12077499999999998 -0.097074999999999981 0.099885000000000015 -0.051594999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 -4 5 -5 7 -3 -1 -9 -11 -12 -6 -14
right_child=-2 2 3 4 12 -7 -8 9 -10 10 11 -13 13 -15
leaf_value=0.0029329040842224745 -0.0010831495730445682 0.002038381113743915 0.0016119074763201041 -0.0026163866647723262 0.0013530408608718677 -2.8878690589361518e-05 0.0024124853734517298 -0.00040885124296163774 0.00085255726078413516 0.0018170190803712782 0.00025024975690924152 0.00089326276794046851 -0.00053408010922664372 0.00054018918805851857
leaf_weight=58 62 87 77 65 83 87 55 83 56 100 393 1068 54 52
leaf_count=58 62 87 77 65 83 87 55 83 56 100 393 1068 54 52
internal_value=0 0.00077289 0.000713938 0.000150711 -0.000178961 -0.001136 0.000845704 0.000795868 0.0019118 0.000730057 0.000790674 0.000720361 0.000590222 -6.1935e-06
internal_weight=0 2318 2204 418 341 152 1786 1731 114 1644 1561 1461 189 106
internal_count=2380 2318 2204 418 341 152 1786 1731 114 1644 1561 1461 189 106
is_linear=0
shrinkage=0.00880303


Tree=1634
num_leaves=21
num_cat=0
split_feature=4 2 3 2 2 2 11 2 15 0 2 3 159 16 2 0 3 483 4 16
split_gain=139.276 42.7262 18.8972 20.7061 15.9553 13.4008 10.4068 7.89814 6.39652 6.40312 6.06061 4.71049 4.52875 6.31533 4.34431 3.93845 2.44705 2.22025 0.86959 0.603796
threshold=0.27161500000000005 0.12611000000000003 -0.041784999999999996 0.079570000000000016 0.10859000000000001 0.13775000000000001 1.0000000180025095e-35 0.10272000000000002 -1.0000000180025095e-35 -0.14454499999999995 0.097145000000000023 -0.083344999999999989 0.085035000000000013 -0.48186499999999993 0.14721500000000001 -0.10075499999999998 -0.075944999999999985 -1.0000000180025095e-35 -0.00076499999999999995 0.048520000000000001
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 2 6 -4 8 12 7 15 9 -5 -8 -9 13 -2 -3 -1 17 -17 -13 -18
right_child=5 14 3 4 -6 -7 10 11 -10 -11 -12 18 -14 -15 -16 16 19 -19 -20 -21
leaf_value=0.0024124837532742598 0.0014336169223963012 0.001896830972008612 0.001353401946331041 0.0022685949969738755 0.0016222669281192531 2.2941982701440664e-05 0.0042895120605861755 0.0018349124891554912 0.0036226347613094764 0.0034065293731287247 0.0032017301521539156 0.0029855522632694287 0.0018005410548062118 0.000351067061493552 0.00095885212844756243 0.0035376207318575455 0.0028982307103254412 0.0030890700955822732 0.0025242355252129717 0.002572270862476004
leaf_weight=59 90 60 88 77 61 70 62 52 82 52 67 53 71 54 64 75 122 1016 52 53
leaf_count=59 90 60 88 77 61 70 62 52 82 52 67 53 71 54 64 75 122 1016 52 53
internal_value=0 0.00283722 0.00292682 0.00240845 0.00274969 0.000973711 0.00304263 0.00298324 0.0030755 0.0027275 0.00372475 0.002452 0.00128314 0.00102785 0.00141293 0.00304617 0.00307568 0.00311993 0.00275735 0.00279966
internal_weight=0 2095 1971 360 272 285 1611 1482 211 129 129 157 215 144 124 1325 1266 1091 105 175
internal_count=2380 2095 1971 360 272 285 1611 1482 211 129 129 157 215 144 124 1325 1266 1091 105 175
is_linear=0
shrinkage=0.00250084


Tree=1635
num_leaves=11
num_cat=0
split_feature=121 2 39 40 1447 484 3 484 14 42
split_gain=2.98991 3.37 2.24585 1.97426 1.9086 1.4991 4.22393 1.94574 1.55289 1.15386
threshold=-0.052794999999999988 -0.087244999999999975 0.10076500000000001 -0.08483499999999998 -0.085804999999999979 -0.069939999999999988 -0.073444999999999983 -0.016164999999999995 -0.10708499999999999 0.08648500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 9 -7 -9 -6
right_child=1 2 -4 4 5 7 -8 8 -10 -11
leaf_value=0.0030307941584234595 -0.0010333874406566416 -0.00077404576009220327 -0.00057253248676122394 -0.00029725391039938401 0.0017199596043651101 0.0027979269964545838 -0.0019205152185006837 0.0026504107476576209 0.0010569325072754289 0.00023257274595608418
leaf_weight=54 77 53 82 89 97 59 52 53 1686 80
leaf_count=54 77 53 82 89 97 59 52 53 1686 80
internal_value=0 0.000850093 0.000914565 0.00097083 0.00101458 0.00107223 0.00037369 0.00116114 0.00110555 0.00104825
internal_weight=0 2328 2251 2169 2116 2027 229 1798 1739 177
internal_count=2382 2328 2251 2169 2116 2027 229 1798 1739 177
is_linear=0
shrinkage=0.00915867


Tree=1636
num_leaves=11
num_cat=0
split_feature=10 121 11 52 457 1429 475 15 1453 52
split_gain=2.89352 2.6802 3.08629 4.29891 1.28057 1.33704 1.52115 1.45603 2.99251 1.68767
threshold=0.058500000000000003 -0.052794999999999988 0.077695000000000014 -0.036264999999999992 0.10378500000000002 -0.086994999999999989 -0.088274999999999978 -0.06784999999999998 -0.048199999999999993 0.39765000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 9 -9 -8
right_child=-2 2 3 -5 -6 6 7 8 -10 -11
leaf_value=0.0022071615966041585 -0.00098311315742311131 0.0017102087353663639 0.00071975057320811781 -0.0016987154973991578 0.0016790592363274683 -0.00041210695917429172 0.00025751268657771704 -0.0008589755572298482 0.00084397399999381706 0.0015411446122030486
leaf_weight=52 58 55 79 69 59 73 622 54 1205 56
leaf_count=52 58 55 79 69 59 73 622 54 1205 56
internal_value=0 0.000617371 0.000580952 -0.000407267 0.000649847 0.000620404 0.000590546 0.000628372 0.000770872 0.000363647
internal_weight=0 2324 2272 148 2124 2065 2010 1937 1259 678
internal_count=2382 2324 2272 148 2124 2065 2010 1937 1259 678
is_linear=0
shrinkage=0.00707995


Tree=1637
num_leaves=22
num_cat=0
split_feature=15 3 39 3 12 3 447 13 15 3 3 40 12 15 12 15 15 15 52 13 42
split_gain=184.356 90.6605 77.1943 14.8732 13.7835 13.2092 11.3534 9.01032 6.21541 12.5922 7.68368 5.58174 5.20917 5.41905 4.18775 3.46335 3.006 2.32177 1.28765 0.995571 0.542989
threshold=-0.24269999999999997 0.11745500000000002 0.0095750000000000019 0.25468500000000005 0.093270000000000006 -0.011259999999999997 0.081385000000000013 -0.0068799999999999998 0.03981500000000001 -0.10175499999999998 -0.107915 -1.0000000180025095e-35 0.11721500000000001 -0.033689999999999991 0.083785000000000012 -0.012569999999999998 -0.077134999999999995 0.091230000000000019 -0.066329999999999986 -0.049414999999999994 0.091545000000000015
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 4 -3 6 -4 8 11 9 -2 -10 -1 13 16 -12 -11 20 18 -15 -19 -6
right_child=1 3 5 -5 12 -7 -8 -9 10 15 14 -13 -14 17 -16 -17 -18 19 -20 -21 -22
leaf_value=0.00056109336220940421 0.0024475957644780051 0.0017236753174574384 0.00083261404183191767 -0.00019813034661159289 0.0033600660851534807 0.00231659646694201 0.0023523672054468442 0.0011149264064727496 0.0048402479849104013 0.003485436129145196 0.0044271278599210618 -0.00062487383074015502 0.0024388753685374519 0.0034514557550417201 0.0036669477299766089 0.003982070337521384 0.0025161869006588345 0.0030543911154991962 0.0040386685913394848 0.0034679962647095127 0.0029690976545020992
leaf_weight=54 79 65 89 54 56 87 52 77 52 448 60 63 78 57 492 135 99 98 55 79 53
leaf_count=54 79 65 89 54 56 87 52 77 52 448 60 63 78 57 492 135 99 98 55 79 53
internal_value=0 0.0031493 0.00328145 0.000851353 0.0034409 0.00156634 0.0035936 0.00039578 0.00364456 0.00346295 0.00384357 -7.72574e-05 0.00309083 0.00319309 0.00374963 0.00360049 0.00285907 0.00343339 0.00374008 0.00323916 0.00317023
internal_weight=0 2188 2069 119 1893 176 1318 194 1266 662 604 117 575 497 552 583 208 289 112 177 109
internal_count=2382 2188 2069 119 1893 176 1318 194 1266 662 604 117 575 497 552 583 208 289 112 177 109
is_linear=0
shrinkage=0.00270699


Tree=1638
num_leaves=14
num_cat=0
split_feature=148 40 13 1 1443 133 481 51 2 13 133 13 133
split_gain=2.78318 2.49328 2.0101 2.80793 1.76504 1.28667 1.89743 1.52765 1.82961 1.25083 2.3161 1.30257 0.986276
threshold=-0.081574999999999995 0.051255000000000002 -0.15310499999999996 0.11039500000000001 1.0000000180025095e-35 0.087445000000000009 -0.085749999999999979 -0.23729499999999998 -0.020134999999999997 -0.0094049999999999984 0.13370500000000005 -0.04917499999999999 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -8 -9 11 -11 12 -7
right_child=1 -3 4 -5 -6 9 7 8 -10 10 -12 -13 -14
leaf_value=-0.00096695760465170626 0.0015986164988814663 -0.0011793699062098931 0.0028506891894311613 -0.0011660112710951273 -0.00068249091282939498 0.0010458199845646346 0.0024042563376531689 0.0027199008899531211 0.00096010725390806133 -0.001685311566702401 0.00077673071662196619 0.0021849640187521181 -5.754279823999066e-05
leaf_weight=78 52 53 59 93 56 221 78 56 1313 54 97 62 110
leaf_count=78 52 53 59 93 56 221 78 56 1313 54 97 62 110
internal_value=0 0.000862598 0.000910721 -0.000173857 0.000985443 0.00103106 0.00117461 0.0011062 0.00103217 0.000633457 -0.000103061 0.000916703 0.000678836
internal_weight=0 2304 2251 145 2106 2050 1506 1447 1369 544 151 393 331
internal_count=2382 2304 2251 145 2106 2050 1506 1447 1369 544 151 393 331
is_linear=0
shrinkage=0.00952868


Tree=1639
num_leaves=17
num_cat=0
split_feature=4 39 3 3 2 14 39 13 12 3 457 12 16 42 457 51
split_gain=117.97 36.0773 29.116 7.81787 7.05417 5.99688 5.75192 15.6444 5.03276 4.01405 3.90306 4.30422 3.40021 2.96771 2.71341 2.49328
threshold=0.27161500000000005 0.081875000000000017 0.149315 -0.011259999999999997 0.10859000000000001 0.062655000000000016 0.088025000000000006 -0.11122999999999998 0.089005000000000015 -0.077039999999999983 0.062030000000000009 0.090465000000000004 -0.42618999999999996 0.084675000000000014 0.09061000000000001 0.07955000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 10 7 -2 -6 -10 11 15 -9 -13 -12 -1
right_child=6 3 -4 -5 8 -7 -8 12 9 -11 14 13 -14 -15 -16 -17
leaf_value=0.003306814445765915 0.00057311414997460565 0.0013815129236986509 0.0014106784990169747 0.0024148723678831048 0.0021013667373720548 0.0038486434653573283 0.00082984588599921438 0.0023833311817648591 0.0032619981094803509 0.0025673353088433151 0.0023067399492701949 0.0031772315939628546 0.0015856186996026488 0.0028317962868698756 0.0030714516456505875 0.0029153838360637036
leaf_weight=815 60 81 58 82 55 68 90 70 93 93 52 271 52 287 52 103
leaf_count=815 60 81 58 82 55 68 90 70 93 93 52 271 52 287 52 103
internal_value=0 0.00296693 0.00305611 0.00190152 0.00310662 0.00316178 0.00131777 0.00155892 0.00272927 0.0029148 0.00313221 0.00316339 0.00204353 0.00299961 0.00268934 0.00326292
internal_weight=0 2110 1947 163 1889 1648 272 182 241 186 1580 1476 122 558 104 918
internal_count=2382 2110 1947 163 1889 1648 272 182 241 186 1580 1476 122 558 104 918
is_linear=0
shrinkage=0.00235659


Tree=1640
num_leaves=13
num_cat=0
split_feature=10 10 484 43 480 482 3 475 475 156 3 158
split_gain=3.44685 4.05794 1.62007 4.75874 1.25347 1.72005 1.68236 1.44615 2.85992 1.3291 1.2192 1.10991
threshold=-1.0000000180025095e-35 -0.15491499999999997 0.096820000000000003 -0.051239999999999987 -1.0000000180025095e-35 0.095830000000000012 0.11745500000000002 -0.085684999999999997 -0.082274999999999987 0.087205000000000019 0.17646500000000004 0.11651000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 7 9 -9 -6 -8 -10
right_child=2 -3 3 -5 5 -7 10 8 11 -11 -12 -13
leaf_value=0.0010982360416499388 -0.00052690988489368978 -0.0027460880795377989 0.0012767883138518261 -0.0026444519665196056 0.0029820625239771795 0.0027059753143721956 -0.0014405581369457646 -0.0011372903197559923 0.00099683686812717244 0.0007998534874769452 0.00056423789065808503 -0.00050517572202678695
leaf_weight=53 67 65 82 55 68 55 55 73 1607 53 78 54
leaf_count=53 67 65 82 55 68 55 55 73 1607 53 78 54
internal_value=0 -0.00101847 0.000789651 -0.000296629 0.000860234 0.000905779 0.000855919 0.000936274 0.000860089 0.00202713 -0.000263985 0.000947939
internal_weight=0 118 2247 137 2110 2043 1988 1855 1734 121 133 1661
internal_count=2365 118 2247 137 2110 2043 1988 1855 1734 121 133 1661
is_linear=0
shrinkage=0.0103142


Tree=1641
num_leaves=22
num_cat=0
split_feature=4 1 482 4 160 0 4 2 16 1456 15 13 15 16 4 51 156 51 159 160 0
split_gain=3.21837 2.67754 3.32971 2.2539 4.04571 3.07141 2.97996 4.05538 2.38597 2.04506 1.5942 1.37087 1.77585 2.18953 1.11103 1.03234 1.12237 1.0111 0.912022 1.28608 2.19073
threshold=-0.51253999999999988 0.089840000000000017 0.093960000000000016 -0.0090299999999999981 0.051820000000000005 -0.019414999999999998 0.42953500000000006 0.091335000000000013 -0.34140499999999996 -0.0083149999999999977 -0.032264999999999995 0.094590000000000021 0.08597500000000001 0.034535000000000003 0.065590000000000009 -0.10593999999999999 0.087045000000000011 -0.24953999999999996 0.086110000000000006 0.084770000000000026 -0.11208499999999998
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 9 3 4 11 6 7 14 -9 10 -2 12 13 -3 -5 17 18 -11 19 20 -17
right_child=1 2 -4 5 -6 -7 -8 8 -10 15 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.001646123286679492 0.00070490082567925235 -0.0023917273496726968 0.0022462469352428323 -9.3175561691060296e-05 0.0027864100099360615 -0.002450698256886122 0.001312980733771428 -0.00050757481030196258 -0.0027457502725509787 0.00099106746703939586 -0.0010980679631122875 0.0013609749954110997 0.00066992247319886777 0.00026749019463864776 0.0015876363564336356 0.0027565873739477031 -8.5094636422149066e-05 0.0027095158752729895 0.001823344419896447 -0.00029801684091136502 0.00084753488126033212
leaf_weight=58 92 55 62 86 60 57 95 88 79 66 80 58 94 53 57 56 99 55 96 76 843
leaf_count=58 92 55 62 86 60 57 95 88 79 66 80 58 94 53 57 56 99 55 96 76 843
internal_value=0 0.000581528 0.000162367 -2.7238e-06 0.000599767 -0.000420249 -0.000134236 -0.000578059 -0.00156695 0.000823272 -0.000133109 9.47729e-05 -0.000268296 -0.00108582 0.000576101 0.000950768 0.000865648 0.001773 0.000953625 0.000867889 0.000966563
internal_weight=0 2307 844 782 320 462 405 310 167 1463 172 260 202 108 143 1291 1170 121 1071 975 899
internal_count=2365 2307 844 782 320 462 405 310 167 1463 172 260 202 108 143 1291 1170 121 1071 975 899
is_linear=0
shrinkage=0.00934185


Tree=1642
num_leaves=17
num_cat=0
split_feature=4 11 1 1456 16 49 4 3 52 150 1454 43 43 16 12 3
split_gain=2.22652 2.20463 2.59142 3.32843 2.14342 2.88754 2.52202 2.50408 1.93687 2.60432 1.44859 1.19799 1.10048 1.28729 2.65043 1.08949
threshold=-0.51253999999999988 0.091795000000000015 0.089840000000000017 -0.00059999999999999995 -0.34140499999999996 0.0083400000000000019 0.27044500000000005 -0.088714999999999988 0.055990000000000005 0.081245000000000026 0.081220000000000014 0.26667500000000005 0.099260000000000015 -0.039889999999999988 0.082530000000000006 -0.055389999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 8 6 7 -6 9 -5 11 12 13 14 -2 -15
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 -12 -13 -14 15 -16 -17
leaf_value=-0.0013690976625324535 -0.0012277382668265113 0.0022076067520161347 0.0022652156222421572 -0.00097429172645411232 -0.0016794373435514546 -0.002374451068974737 -0.0019133282884280613 0.00035570961779656234 0.0022278614113046147 0.0015934351479035551 -0.00047150318298086767 -0.00027749943514920324 0.0020669568975690252 0.00093611258631323593 0.00068919336484272987 0.0021614849552330892
leaf_weight=58 70 63 53 81 62 61 66 354 52 60 91 93 59 446 622 74
leaf_count=58 70 63 53 81 62 61 66 354 52 60 91 93 59 446 622 74
internal_value=0 0.000483692 0.000435248 4.01632e-06 -0.000158679 -0.000459346 -0.000216771 5.21547e-05 0.000686722 0.000117651 0.000669023 0.000745187 0.000820096 0.000759317 0.00049514 0.00111068
internal_weight=0 2307 2244 789 736 543 482 416 193 141 1455 1364 1271 1212 692 520
internal_count=2365 2307 2244 789 736 543 482 416 193 141 1455 1364 1271 1212 692 520
is_linear=0
shrinkage=0.00934185


Tree=1643
num_leaves=27
num_cat=0
split_feature=2 12 2 2 0 2 12 12 52 52 151 43 11 0 2 0 2 43 1446 52 3 43 52 12 15 133
split_gain=94.182 41.5035 16.7794 16.2594 12.1323 8.77171 5.49788 4.49286 4.47503 5.54376 4.0029 4.9575 4.06278 3.07731 8.95945 2.84452 2.80591 2.67598 1.6393 1.70563 1.29789 1.10936 2.21138 1.1776 1.07839 0.363262
threshold=0.12051500000000002 1.0000000180025095e-35 0.17000000000000001 -0.0091949999999999983 -0.084114999999999981 0.106285 0.09525500000000002 0.092495000000000008 -0.08743999999999999 0.048285000000000008 -0.085369999999999988 -0.085594999999999991 1.0000000180025095e-35 -0.059114999999999994 0.098150000000000015 -0.14310999999999999 0.090605000000000005 -0.14886999999999997 0.088500000000000009 0.11835500000000002 -0.08126499999999999 1.0000000180025095e-35 0.0029250000000000005 0.096700000000000022 -0.010414999999999999 0.066685000000000008
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 3 4 -1 -2 8 -6 10 -5 16 11 -3 18 17 -15 -7 -10 -9 19 20 -12 22 24 -23 -19 -24
right_child=2 7 -4 5 6 15 -8 13 9 -11 12 -13 -14 14 -16 -17 -18 21 -20 -21 -22 23 25 -25 -26 -27
leaf_value=0.0009115952006250518 0.0006171148766640469 0.0025627204765577886 -1.1935679848939619e-05 0.002533816909377162 0.0012173682773981061 0.0010866405815476777 0.0020664814648117483 0.0027497267708020629 0.0019917357280608873 0.00245306458287158 0.0025743150664911552 0.0016634688476879112 0.0030287767119236172 0.001335450780110232 0.0025329936855871243 0.0017525910747083538 0.0013055033753167117 0.0018842906005413769 0.0028592603380415203 0.0022267391029221332 0.0023583066620227909 0.0026793723762455752 0.0023105916158769925 0.0022935288783023739 0.0022630705042715809 0.0025582991252084859
leaf_weight=89 83 56 59 82 68 55 66 66 52 58 568 52 74 52 58 58 53 86 58 95 159 56 58 96 55 53
leaf_count=89 83 56 59 82 68 55 66 66 52 58 568 52 74 52 58 58 53 86 58 95 159 56 58 96 55 53
internal_value=0 0.002278 0.000977201 0.00171252 0.00124624 0.00191156 0.00163575 0.00243193 0.0021342 0.00193303 0.00251303 0.00212995 0.00255637 0.00228339 0.00196709 0.00142865 0.00164556 0.00235737 0.00251662 0.00249242 0.0025271 0.00229321 0.0022071 0.00243583 0.0020322 0.00242907
internal_weight=0 2089 276 447 217 358 134 1642 245 163 1062 108 954 580 110 113 105 470 880 822 727 404 252 152 141 111
internal_count=2365 2089 276 447 217 358 134 1642 245 163 1062 108 954 580 110 113 105 470 880 822 727 404 252 152 141 111
is_linear=0
shrinkage=0.00209259


Tree=1644
num_leaves=16
num_cat=0
split_feature=10 10 475 484 484 15 15 52 11 15 13 2 13 2 13
split_gain=2.3702 2.47907 1.49094 1.59369 2.07642 1.75521 2.58657 1.93286 1.85172 1.37541 1.14639 0.986312 3.18707 1.37183 0.781965
threshold=-1.0000000180025095e-35 -0.15491499999999997 0.061570000000000007 0.096820000000000003 0.12217500000000002 -0.097984999999999989 -0.094269999999999979 0.093995000000000009 0.078340000000000007 -0.17677499999999999 -0.013149999999999998 0.078405000000000016 -0.00038499999999999998 0.083715000000000026 -0.054464999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -7 9 11 10 -2 12 -8 -13 -11
right_child=2 -3 -4 4 -6 6 8 -9 -10 14 -12 13 -14 -15 -16
leaf_value=0.00060253663782413301 0.00084298475736742026 -0.0016744800458081161 0.0017812937708776525 -0.0015034619427398677 0.00048108933157228051 -0.0012990277924435217 0.00052816213738040977 0.0022422566990920345 -0.00068930824235064391 0.00069791014073437515 -0.00050082751245739251 0.0017800648934728849 -0.0012503056427124579 0.00056589721054245055 0.0018218160781864827
leaf_weight=53 84 65 53 57 74 53 307 63 82 75 72 60 77 1113 77
leaf_count=53 84 65 53 57 74 53 307 63 82 75 72 60 77 1113 77
internal_value=0 -0.000651045 0.000485245 0.000453899 -0.000381781 0.000507005 0.000400156 0.000994079 0.000455153 0.000738499 0.000222229 0.000515481 0.000171325 0.000628074 0.00126781
internal_weight=0 118 2247 2194 131 2063 1692 371 1639 308 156 1557 384 1173 152
internal_count=2365 118 2247 2194 131 2063 1692 371 1639 308 156 1557 384 1173 152
is_linear=0
shrinkage=0.00781684


Tree=1645
num_leaves=21
num_cat=0
split_feature=4 13 39 133 4 16 2 160 13 13 2 15 133 483 2 133 4 48 4 42
split_gain=125.831 32.5259 24.5189 6.88392 6.87865 5.64593 5.52007 4.82242 4.389 4.07798 6.02909 6.30953 3.25389 2.19581 2.02833 1.93862 1.41869 2.25315 1.50998 0.942207
threshold=0.30163500000000004 -0.16392499999999996 0.082810000000000009 0.085650000000000018 -0.060264999999999992 -0.101115 0.10387 -0.26821999999999996 0.00023500000000000005 -0.16392499999999996 0.11517500000000001 -0.42075999999999997 0.11370000000000001 -0.070084999999999981 0.064660000000000009 0.092120000000000021 0.046720000000000005 0.083570000000000019 0.065590000000000009 -0.026469999999999997
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 -1 4 -4 5 -3 13 -7 15 -2 -11 -12 14 -6 -9 -8 17 -15 -18 -14
right_child=9 2 3 -5 6 7 8 12 -10 10 11 -13 19 16 -16 -17 18 -19 -20 -21
leaf_value=0.0014470769909956814 0.00065455854813923058 0.0035673540366016466 0.0022901855306437929 0.0014124298433233152 0.0030898987384711286 0.0022667216151302213 0.0027254176082795469 0.0027581697862323049 0.0018692843999287929 0.0016800408851197373 0.0014554384264262444 0.00046116550862846924 0.0028947807629482107 0.002843960512705879 0.0030508145070326695 0.0022213010818419401 0.0022362876072837198 0.0025416327961091233 0.0026789095186252128 0.0025761606805505531
leaf_weight=92 61 55 99 65 74 54 97 134 58 89 55 57 61 389 491 52 52 152 101 133
leaf_count=92 61 55 99 65 74 54 97 134 58 89 55 57 61 389 491 52 52 152 101 133
internal_value=0 0.00266504 0.00271924 0.00194243 0.00278617 0.00291538 0.00266317 0.00287428 0.00235911 0.00112921 0.00127315 0.000949624 0.00291431 0.00274509 0.00298811 0.00254963 0.00270829 0.00275906 0.00252862 0.00267646
internal_weight=0 2159 2067 164 1903 928 975 873 207 262 201 112 819 768 625 149 694 541 153 194
internal_count=2421 2159 2067 164 1903 928 975 873 207 262 201 112 819 768 625 149 694 541 153 194
is_linear=0
shrinkage=0.00209259


Tree=1646
num_leaves=18
num_cat=0
split_feature=1 3 1 2 2 14 16 16 48 151 3 16 1 0 51 1 0
split_gain=111.367 26.3229 14.7541 13.9043 8.50116 8.42737 8.05417 7.8116 5.08229 5.0382 2.93273 2.23106 2.16243 2.13937 2.1357 2.25518 1.33317
threshold=0.10574000000000001 -0.055839999999999994 0.13630500000000004 0.11444000000000001 0.10836000000000003 0.054835000000000009 -0.073494999999999991 -0.26987499999999992 -0.077484999999999984 0.050660000000000004 -0.072579999999999992 0.0023100000000000004 0.11414000000000001 -0.054759999999999996 0.11178000000000002 0.10141500000000002 -0.034179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 13 5 8 12 -4 -1 14 -6 -12 -3 -2 15 16 -10
right_child=1 2 7 -5 10 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0023251125564211377 0.0033593682650996915 0.0016847967457076941 -7.7278529182743999e-05 0.0015238023791390657 0.0028528911571031835 0.0038825390699742503 0.0022579889490774731 0.0011835954473651798 0.0031102776245528992 0.0023449143883691658 0.0025827431354320434 0.0018798455729010276 0.0010301637322220878 0.0026751482980873651 0.0026938367898380507 0.0026362170924226136 0.0034407969981436227
leaf_weight=62 55 53 56 61 100 76 92 68 1256 60 63 52 79 61 83 61 83
leaf_count=62 55 53 56 61 100 76 92 68 1256 60 63 52 79 61 83 61 83
internal_value=0 0.00170591 0.00130639 0.00249127 0.0030076 0.00306757 0.00168958 0.000613953 0.00302896 0.00305722 0.00253864 0.00226514 0.00129321 0.00299979 0.00308602 0.00310926 0.00313079
internal_weight=0 525 348 177 1896 1681 224 124 1605 1543 215 115 132 116 1483 1400 1339
internal_count=2421 525 348 177 1896 1681 224 124 1605 1543 215 115 132 116 1483 1400 1339
is_linear=0
shrinkage=0.00250084


Tree=1647
num_leaves=16
num_cat=0
split_feature=44 13 42 2 51 3 12 12 1209 42 12 0 0 12 12
split_gain=2.37881 2.40718 2.17721 3.55555 2.02065 2.07793 2.58759 2.2249 1.86229 1.78554 1.79728 1.63913 1.17768 0.895392 2.18916
threshold=1.0000000180025095e-35 -0.43167499999999998 0.091475000000000015 -0.013254999999999998 0.12200500000000002 -0.11756999999999999 0.086085000000000009 -0.09168999999999998 0.083050000000000013 0.093985000000000013 0.11167500000000001 -0.066849999999999979 0.062580000000000011 0.092395000000000019 0.096700000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -7 -9 -4 11 13 -8 -11 -15
right_child=-2 2 9 4 -6 7 12 8 -10 10 -12 -13 -14 14 -16
leaf_value=-0.00069841877848474099 0.0020544104581571949 0.0021033792673320413 -0.00064753437156874784 -0.0012120764486868714 0.0017755872747232859 0.0020101720892906974 -9.3029896273345966e-05 0.00058034526072732635 0.0015836974865574471 -0.00016920044015852101 -0.00053553888979054355 0.0013583435440903157 0.0012799982300167761 0.0011961159323990145 -0.00031134758269815591
leaf_weight=66 52 84 87 61 73 58 65 1264 92 102 77 99 52 117 72
leaf_count=66 52 84 87 61 73 58 65 1264 92 102 77 99 52 117 72
internal_value=0 0.000582441 0.00061918 0.00073696 0.00066798 0.000617145 -7.5414e-05 0.000704379 0.000648473 0.000247213 0.000414056 0.000601727 0.000516584 0.000344071 0.00062146
internal_weight=0 2369 2303 1749 1665 1592 178 1414 1356 554 467 390 117 291 189
internal_count=2421 2369 2303 1749 1665 1592 178 1414 1356 554 467 390 117 291 189
is_linear=0
shrinkage=0.00680503


Tree=1648
num_leaves=11
num_cat=0
split_feature=10 2 40 124 39 16 48 3 457 4
split_gain=2.81136 2.56531 1.78793 1.81412 1.8759 1.59972 2.48553 2.34865 1.37128 1.55854
threshold=1.0000000180025095e-35 -0.013254999999999998 -0.08440499999999998 -0.085059999999999983 0.099745000000000014 -0.082909999999999984 0.10184000000000001 0.097710000000000005 -0.086839999999999987 -0.49269499999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -7 -10
right_child=-2 2 3 4 -6 8 -8 -9 9 -11
leaf_value=0.0025050513248318384 -0.0012371473967606502 -0.00076491111650185521 0.0021938782661472147 0.0010347299210970962 -0.0010164330415739721 0.0018122370593747594 -0.00077712554769603006 0.0027359942110740825 0.0015317083366486876 0.00038259427568520675
leaf_weight=67 62 69 69 593 53 68 56 77 108 1199
leaf_count=67 62 69 69 593 53 68 56 77 108 1199
internal_value=0 0.000738022 0.000686325 0.000731415 0.000684521 0.000727476 0.00107541 0.00123039 0.000543697 0.000477623
internal_weight=0 2359 2292 2223 2154 2101 726 670 1375 1307
internal_count=2421 2359 2292 2223 2154 2101 726 670 1375 1307
is_linear=0
shrinkage=0.00915867


Tree=1649
num_leaves=22
num_cat=0
split_feature=1 3 3 4 3 12 3 1 12 4 3 1 0 0 12 4 1213 4 0 159 12
split_gain=298.225 44.9098 23.9724 21.086 18.0395 17.1535 11.1222 10.9577 10.5992 9.82349 9.85352 7.94569 7.07527 6.47919 4.81548 3.28905 2.598 2.95922 2.98543 1.82393 1.70242
threshold=0.10574000000000001 -0.055839999999999994 0.31534000000000006 0.30163500000000004 0.077930000000000013 -0.029844999999999997 0.14363500000000004 0.092810000000000017 0.11721500000000001 -0.080659999999999996 0.088465000000000002 0.13301500000000002 -0.059114999999999994 -0.098524999999999988 0.091680000000000011 0.053255000000000004 0.085435000000000025 -0.50388999999999984 -0.085719999999999977 0.08512500000000002 0.097755000000000022
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 3 4 20 11 7 -6 -1 9 13 12 -3 14 -7 19 -16 17 -15 -19 -11 -2
right_child=1 2 -4 -5 6 8 -8 -9 -10 10 -12 -13 -14 16 15 -17 -18 18 -20 -21 -22
leaf_value=0.003171725871300388 0.0031592783645812768 0.00098739199230971899 -0.00037856155077974291 0.0011747255830339047 0.0024911844450234508 0.0044502850255306774 0.0010450664041870882 0.001688850176699994 0.002497720883761355 0.003441483459332846 0.0023201671758149218 -0.00013702892135528488 0.0024939775410695716 0.0041061716797868211 0.0032668139370916932 0.0027052646283053853 0.0031575321556046075 0.0039332263246054707 0.0034461856980320883 0.0037895519293322422 0.0025788341213026696
leaf_weight=54 58 102 74 63 64 52 55 57 75 539 57 53 54 66 310 72 72 93 294 101 56
leaf_count=54 58 102 74 63 64 52 55 57 75 539 57 53 54 66 310 72 72 93 294 101 56
internal_value=0 0.00130303 0.000811357 0.00226955 0.00113281 0.00331015 0.00182302 0.00241048 0.00336608 0.00340415 0.00327647 0.00060275 0.00332711 0.00365482 0.00337111 0.00316104 0.00357599 0.00364244 0.00356329 0.00349645 0.00287437
internal_weight=0 525 348 177 274 1896 119 111 1785 1710 1133 155 1076 577 1022 382 525 453 387 640 114
internal_count=2421 525 348 177 274 1896 119 111 1785 1710 1133 155 1076 577 1022 382 525 453 387 640 114
is_linear=0
shrinkage=0.00235659


Tree=1650
num_leaves=17
num_cat=0
split_feature=148 11 2 484 2 157 484 160 52 160 15 12 12 52 42 484
split_gain=2.64763 2.00904 4.02057 1.71306 1.6469 1.61509 2.07752 1.3858 1.31948 2.77015 2.55647 2.20429 1.79962 2.83943 1.21631 1.04109
threshold=-0.078719999999999984 0.079915000000000014 0.097145000000000023 -0.0048499999999999993 -0.0091949999999999983 -0.074224999999999985 -0.070034999999999986 0.014995000000000003 0.14564000000000002 -0.40080999999999994 -0.26424499999999995 0.090465000000000004 -0.029844999999999997 -0.054974999999999989 -0.077669999999999989 -0.084954999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 15 10 11 -6 -10 13 -12 -14 -7
right_child=1 2 -4 4 8 6 -8 -9 9 -11 12 -13 14 -15 -16 -17
leaf_value=-0.00072105779125811458 0.0023648910065898403 0.003469535909960512 0.00060973413338161653 -0.00052717043016370076 -0.00061235579146354539 0.0016561157161245775 0.0021346934770648525 -0.00041141080039540476 0.0016297135036945503 -0.0015850691019380534 0.00063974704623697776 -0.00036532490416788009 0.0012216113576056487 0.0032322643134105088 0.00056400969768033514 0.0002104776192223384
leaf_weight=94 68 56 95 96 98 78 75 77 75 58 69 84 256 54 950 66
leaf_count=94 68 56 95 96 98 78 75 77 75 58 69 84 256 54 950 66
internal_value=0 0.0007278 0.00167092 0.000660071 0.000549549 0.00118815 0.000917508 0.000504027 0.000612478 -1.81009e-06 0.000705954 0.000575163 0.000803234 0.00177866 0.000703675 0.000994159
internal_weight=0 2255 151 2104 1740 364 296 221 1644 217 1427 159 1329 123 1206 144
internal_count=2349 2255 151 2104 1740 364 296 221 1644 217 1427 159 1329 123 1206 144
is_linear=0
shrinkage=0.0084612


Tree=1651
num_leaves=20
num_cat=0
split_feature=4 3 457 42 15 3 124 3 160 160 0 133 160 403 16 42 15 2 12
split_gain=2.11227 2.16623 3.85719 2.38252 2.13447 4.23803 2.49374 1.85523 2.4998 1.67116 4.1889 2.64603 1.83887 1.49309 1.18094 1.29957 1.03495 0.852046 0.715672
threshold=0.043850000000000007 0.12745000000000004 0.079590000000000008 0.083120000000000013 -0.47252999999999995 0.13772500000000001 -0.076164999999999983 -0.15680499999999997 -0.53327999999999987 0.051820000000000005 -0.11208499999999998 0.087285000000000015 0.10446500000000002 -0.53317999999999988 -0.42004999999999992 0.086700000000000013 -0.05332499999999999 0.11005500000000001 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -2 6 -6 -1 -9 10 -10 12 -11 -12 15 -8 17 18 -16
right_child=4 -3 3 -5 5 -7 14 8 9 11 13 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0020203077446361781 0.0016986787388401175 0.0023884139148555804 -0.0017364498895009236 0.000742504328346057 -0.0015141711879947993 -0.0023843740590268341 0.0018156936503320098 -0.0011547842251193152 -0.0016173175674616266 0.0037374885267688175 -0.00053526326018966811 -2.3681093848489146e-05 0.0013896987802671228 0.00090212109396527608 0.00060693134107340715 5.0275609882994031e-05 -0.0010059516881224515 0.0011326555066065117 -0.00087127944217261718
leaf_weight=102 64 66 84 53 60 59 91 56 62 52 64 52 61 1120 57 57 55 81 53
leaf_count=102 64 66 84 53 60 59 91 56 62 52 64 52 61 1120 57 57 55 81 53
internal_value=0 0.000759743 0.000696677 -0.000776725 0.000121518 -7.50521e-05 0.000224843 0.000825392 0.000742244 0.000817602 0.000702768 0.00168418 0.00247096 0.000824342 0.000489915 0.00113643 0.000100558 0.000419698 -0.000104409
internal_weight=0 1772 1706 137 577 513 454 1569 1467 1411 1246 165 113 1184 394 148 246 191 110
internal_count=2349 1772 1706 137 577 513 454 1569 1467 1411 1246 165 113 1184 394 148 246 191 110
is_linear=0
shrinkage=0.00915867


Tree=1652
num_leaves=14
num_cat=0
split_feature=4 15 12 52 42 1455 1428 2 52 1447 4 12 16
split_gain=1.55509 1.90376 2.78021 1.2135 1.85976 1.58119 1.36797 1.54184 1.25375 1.51142 0.878377 0.766977 0.564011
threshold=0.10947000000000003 -0.47252999999999995 -0.086449999999999985 0.51524500000000006 -0.17571499999999998 0.090900000000000022 0.081935000000000022 -0.011974999999999998 0.40945500000000007 -0.0077349999999999988 0.42098500000000005 0.094375000000000014 -0.50790499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 -6 9 -9 11 12 -4
right_child=1 2 10 -5 5 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0023080670337446503 0.001412808508648468 -0.0021323434700441803 -0.00047265488505214841 -0.00063359666114854113 -0.00094356380964427753 0.0019390343715844211 0.0019409899218797374 0.0014304168182717907 -0.00072666161434585313 0.00050419996926100814 -0.00069098126321731504 0.0013444659905029355 0.00077538043425628826
leaf_weight=55 64 58 73 64 60 71 57 165 62 1429 84 55 52
leaf_count=55 64 58 73 64 60 71 57 165 62 1429 84 55 52
internal_value=0 -2.96353e-05 -0.000316636 0.000606038 0.000647868 0.000598297 0.000544552 0.00049811 0.000550403 0.000600137 8.18993e-05 0.00044312 4.57456e-05
internal_weight=0 386 322 1963 1899 1844 1773 1716 1656 1594 264 180 125
internal_count=2349 386 322 1963 1899 1844 1773 1716 1656 1594 264 180 125
is_linear=0
shrinkage=0.00915867


Tree=1653
num_leaves=19
num_cat=0
split_feature=1 52 1 50 12 12 11 12 0 1 4 49 43 4 12 0 52 43
split_gain=138.275 37.1529 16.5803 14.2821 9.4171 8.17381 8.23961 7.42066 5.37153 17.0107 4.47448 5.8927 5.85409 3.75141 2.60883 3.3725 2.61519 1.66018
threshold=0.10124500000000002 -0.24526499999999998 0.14262000000000002 0.10450500000000001 -0.092124999999999985 0.11769500000000001 0.079915000000000014 0.088335000000000011 -0.10653 0.083555000000000018 0.056815000000000011 -0.0055299999999999993 -0.069434999999999983 0.052250000000000012 0.083785000000000012 -0.052619999999999993 -0.046924999999999988 -0.074204999999999979
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 7 -1 6 8 10 9 -6 11 -3 -12 14 16 -16 -10 -15
right_child=1 2 -4 -5 5 -7 -8 -9 13 -11 12 -13 -14 17 15 -17 -18 -19
leaf_value=0.0024529698605024485 0.0036005444914036589 0.0016893323218891874 0.00061932191857465432 0.0031587001818139167 0.0038095780964928095 0.0026033911811996547 0.0045746571069465699 0.0024166924314482025 0.0035619610474960277 0.0020330718099055424 0.0011612678561392078 0.00052484364509525054 0.002236043527419896 0.0034759468591670914 0.0036246815941573625 0.0029616592040935565 0.0042246385115798559 0.002855988916862371
leaf_weight=55 89 68 72 59 89 60 55 92 71 62 53 52 98 57 1104 55 96 62
leaf_count=55 89 68 72 59 89 60 55 92 71 62 53 52 98 57 1104 55 96 62
internal_value=0 0.00205279 0.00177389 0.00197081 0.00351433 0.00354843 0.00358276 0.00177767 0.00354856 0.00308034 0.00156062 0.00118495 0.00185899 0.00359747 0.00363732 0.00359324 0.00394307 0.00315318
internal_weight=0 583 494 422 1766 1711 1651 363 1596 151 271 120 151 1445 1326 1159 167 119
internal_count=2349 583 494 422 1766 1711 1651 363 1596 151 271 120 151 1445 1326 1159 167 119
is_linear=0
shrinkage=0.00260187


Tree=1654
num_leaves=19
num_cat=0
split_feature=1 52 39 0 12 0 1 11 12 1 1 0 51 12 16 16 16 13
split_gain=232.127 30.6826 24.5215 23.4354 12.0572 11.2787 9.51744 13.4775 12.1764 7.08272 6.1121 9.61024 5.90315 4.34064 3.5839 2.8415 2.29454 0.886688
threshold=0.10491000000000002 -0.24526499999999998 0.081875000000000017 -0.061994999999999995 0.11769500000000001 -0.082654999999999992 0.089710000000000026 1.0000000180025095e-35 0.088395000000000015 0.13752500000000004 0.12419000000000001 -0.14582499999999995 0.11548000000000001 0.09141500000000001 0.21684500000000004 -1.0000000180025095e-35 -0.038799999999999994 -0.066934999999999981
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 5 6 10 7 12 -8 -5 11 -3 13 15 -15 -1 17 -10
right_child=1 3 -4 9 -6 -7 8 -9 16 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0046927530592329779 0.0041076984308173938 0.0019660096671130518 0.0031418550184221811 0.0017109901147537199 0.0034046358190116576 0.0034355202945838513 0.0033846983282039222 0.0059398767964032022 0.0045326165240616367 0.0004775718265312204 0.0016548027236166544 0.0034349302984493465 0.0037383107837866258 0.0045724841088769881 0.0039578050454507621 0.0050884808905698005 0.0048401311331666272 0.0040485661192525245
leaf_weight=715 67 75 97 93 66 82 101 60 53 54 79 58 53 277 94 166 96 63
leaf_count=715 67 75 97 93 66 82 101 60 53 54 79 58 53 277 94 166 96 63
internal_value=0 0.00240043 0.00446753 0.00214098 0.00454125 0.00258233 0.00458593 0.00468373 0.00415937 0.00125809 0.00225219 0.00260681 0.00462595 0.0046635 0.00441682 0.00476735 0.0045283 0.00426998
internal_weight=0 508 1841 441 1744 294 1678 1365 313 147 212 133 1305 1252 371 881 212 116
internal_count=2349 508 1841 441 1744 294 1678 1365 313 147 212 133 1305 1252 371 881 212 116
is_linear=0
shrinkage=0.00270699


Tree=1655
num_leaves=13
num_cat=0
split_feature=13 1 13 34 41 1 52 123 51 43 159 160
split_gain=3.38089 3.9468 3.71275 2.54057 2.19895 2.01787 1.83563 1.52405 1.51897 2.66371 1.69416 1.21512
threshold=-0.48634999999999995 0.11695500000000002 -0.10664 -1.0000000180025095e-35 0.083975000000000008 0.13820500000000002 0.51775000000000004 0.081180000000000016 0.11178000000000002 -0.40535499999999997 0.11576000000000002 -0.085684999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 7 8 -4 9 -5 -11 -10
right_child=1 2 5 4 -6 -7 -8 -9 11 10 -12 -13
leaf_value=0.0032887933332261857 0.0030793840416701483 -0.0028906928404805131 0.000317112746195823 0.0026341170516381166 -0.0012813772654460868 0.0017965797647431926 0.0026715715033203179 -0.0019188641376299618 -0.0015344512214794186 0.00083644057086149646 -0.00089988285774049871 0.00069450724930184709
leaf_weight=55 53 55 86 86 53 56 57 52 52 1627 62 52
leaf_count=55 53 55 86 86 53 56 57 52 52 1627 62 52
internal_value=0 0.000700458 -0.000525216 0.000849969 0.000790508 0.000144841 0.000847284 -0.000524631 0.000791886 0.00086289 0.000772638 -0.000418913
internal_weight=0 2291 249 2042 1989 194 1936 138 1879 1775 1689 104
internal_count=2346 2291 249 2042 1989 194 1936 138 1879 1775 1689 104
is_linear=0
shrinkage=0.0103142


Tree=1656
num_leaves=20
num_cat=0
split_feature=1 15 49 123 1 12 12 4 16 15 160 15 13 15 12 15 12 42 160
split_gain=146.811 18.9211 21.5894 16.5518 12.0111 11.6161 7.10356 6.78746 6.74569 4.94397 4.58046 3.71077 6.77823 4.5903 4.35299 2.50026 2.08092 1.75341 1.0611
threshold=0.10732500000000002 -0.26826999999999995 -0.011779999999999997 0.081990000000000021 0.11695500000000002 0.085090000000000013 0.11769500000000001 0.054560000000000004 -0.096494999999999984 -0.10245999999999998 -1.0000000180025095e-35 0.03981500000000001 -0.078734999999999986 -0.098454999999999973 0.083785000000000012 0.087720000000000006 0.085635000000000003 0.086090000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 4 6 -3 -4 7 8 16 -9 -2 12 18 -14 -13 -16 -1 -11 -10
right_child=1 2 5 -5 -6 -7 -8 9 11 17 -12 14 13 -15 15 -17 -18 -19 -20
leaf_value=0.0049961394589345398 0.0018054419530260026 0.0025196308473182175 0.002364563147725914 0.0025537804091619516 0.00069855419643409045 0.0038150911342835756 0.0029585434047926951 0.0040791286314971666 0.0041686881498318703 0.0028776769585941676 0.00086822612397864456 0.0048205541571413671 0.0042435433591134844 0.00338824979889598 0.0042301925765584353 0.0038777267552997799 0.0042904694733524344 0.0034927630623345306 0.0038139570805442425
leaf_weight=54 75 52 81 74 59 88 61 66 236 77 85 54 57 309 241 437 81 67 92
leaf_count=54 75 52 81 74 59 88 61 66 236 77 85 54 57 309 241 437 81 67 92
internal_value=0 0.00206556 0.00249851 0.00383519 0.00155194 0.00312004 0.00388693 0.00391889 0.00398171 0.0034518 0.00130773 0.00392572 0.00378045 0.00352153 0.0040634 0.00400306 0.00457296 0.00316407 0.00406928
internal_weight=0 440 280 1906 111 169 1832 1771 1561 210 160 1426 694 366 732 678 135 144 328
internal_count=2346 440 280 1906 111 169 1832 1771 1561 210 160 1426 694 366 732 678 135 144 328
is_linear=0
shrinkage=0.00276112


Tree=1657
num_leaves=20
num_cat=0
split_feature=4 40 3 124 4 16 43 4 475 16 43 11 3 3 4 3 12 4 43
split_gain=131.714 33.2141 24.8749 9.10947 7.65545 5.42196 3.412 3.40624 2.64352 2.94806 2.53421 4.28648 6.07443 3.43432 2.251 1.50121 1.60182 1.1917 1.11198
threshold=0.30163500000000004 -0.03549999999999999 0.11191000000000002 -0.043384999999999993 0.59999500000000017 -0.011989999999999999 -0.069434999999999983 -0.082249999999999976 -0.079274999999999984 -0.44010499999999991 -0.16205499999999998 0.077290000000000011 -0.097224999999999992 -0.079594999999999985 0.052250000000000012 -0.086234999999999992 0.090630000000000002 0.50230500000000011 -0.012149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 6 7 -2 15 -9 -10 -7 12 -12 -14 -11 16 18 -8 -3
right_child=4 2 -4 -5 -6 10 17 8 9 14 11 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0012826539515849308 0.00073347974513286339 0.0033791207441501154 0.0017725067406034825 0.0025242604501297537 0.00023325700168399971 0.0024359100131733443 0.0012638034879565809 0.0036065439144946925 0.0035562944408529789 0.003091031437789821 0.002082544326272192 0.0035485928424370773 0.0031575407282482216 0.0027453669554257519 0.0026887987785422451 0.0037386491874049966 0.0037078525493104662 0.0017384205104351842 0.0029613489808439195
leaf_weight=86 54 100 93 65 59 61 74 66 75 605 52 72 297 223 103 77 54 61 69
leaf_count=86 54 100 93 65 59 61 74 66 75 605 52 72 297 223 103 77 54 61 69
internal_value=0 0.00294763 0.00303528 0.0018173 0.00102022 0.00309861 0.00126575 0.00320479 0.0031235 0.00308275 0.00292552 0.00297186 0.00289922 0.00298083 0.00303255 0.00343475 0.0033297 0.00147846 0.00320871
internal_weight=0 2098 1947 151 248 1854 189 1149 849 783 705 644 572 520 708 300 223 135 169
internal_count=2346 2098 1947 151 248 1854 189 1149 849 783 705 644 572 520 708 300 223 135 169
is_linear=0
shrinkage=0.00250084


Tree=1658
num_leaves=13
num_cat=0
split_feature=15 14 16 15 4 2 14 157 0 160 4 457
split_gain=4.39745 4.80859 4.81071 4.12467 2.26022 3.00193 1.8979 2.6738 4.46848 2.01389 1.41123 1.70092
threshold=-0.2987999999999999 -0.41790499999999997 -0.44010499999999991 -0.14820999999999998 -0.51253999999999988 0.14307 0.019675000000000002 -0.00052499999999999986 -0.090729999999999991 -0.085764999999999994 -0.21586499999999997 0.094845000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 7 8 -6 -10 -9 -12
right_child=3 2 -4 4 5 -7 -8 10 9 -11 11 -13
leaf_value=0.00178515074535827 0.0030731715292468195 9.0953984733347919e-05 -0.003953004108352978 -0.00099062250562009335 -0.0023211869904278346 -0.00097094757676299858 0.0027215483408511375 0.0026015781652701788 0.0020545812789447616 0.00023255881882189557 0.0011026886765605525 0.0028968905481627826
leaf_weight=58 98 65 52 55 55 70 70 71 84 206 1408 54
leaf_count=58 98 65 52 55 55 70 70 71 84 206 1408 54
internal_value=0 -0.000547965 -0.00170546 0.00108526 0.000991233 0.0010453 0.00111781 0.00105797 0.000269063 0.000760682 0.00123545 0.00116903
internal_weight=0 175 117 2171 2073 2018 1948 1878 345 290 1533 1462
internal_count=2346 175 117 2171 2073 2018 1948 1878 345 290 1533 1462
is_linear=0
shrinkage=0.00991364


Tree=1659
num_leaves=23
num_cat=0
split_feature=1 47 39 1 14 0 4 1 4 4 2 4 0 155 403 50 2 2 16 157 157 133
split_gain=288.61 43.3026 32.4729 24.2486 17.1302 16.692 17.1907 16.4083 12.49 12.3095 10.8503 8.69222 4.6047 5.32244 3.11384 2.60193 2.44741 4.83195 1.67348 1.27268 0.741069 0.362296
threshold=0.10732500000000002 0.07813500000000001 0.081875000000000017 0.12007000000000002 0.062655000000000016 -0.10566999999999999 0.0049200000000000008 0.094165000000000013 0.24099500000000004 0.0063250000000000008 0.11444000000000001 0.07252500000000002 -0.079119999999999982 0.10772000000000002 0.057560000000000007 0.10732000000000001 -1.0000000180025095e-35 0.14870000000000003 -0.077074999999999991 -0.075754999999999989 -0.0021849999999999994 0.082410000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 5 6 -1 -4 -8 12 -2 -3 15 14 -14 19 -5 -18 -11 -7 -17 -20
right_child=1 11 7 16 -6 9 8 -9 -10 18 -12 -13 13 -15 -16 20 17 -19 21 -21 -22 -23
leaf_value=0.0017635004795280515 0.0024051523827689557 0.003120280025197813 0.0033396483131378947 -0.00025504532812612368 0.0050595332939311673 0.0043188829597965951 0.0043906430901510338 0.0012999071447485834 0.0026879013452906679 0.0034599303500910958 0.00086704131757306001 0.0017555011055472945 0.0036688845051974627 0.0044242286377228855 0.0030130961767593591 0.0033949682850413906 0.00088209213525067601 -0.00013412725511445091 0.0027831662251909879 0.0040082366259382102 0.0038290450144415388 0.0031003732948277972
leaf_weight=56 67 81 52 55 67 106 57 55 60 73 58 52 375 58 57 53 67 60 52 675 58 52
leaf_count=56 67 81 52 55 67 106 57 55 60 73 58 52 375 58 57 53 67 60 52 675 58 52
internal_value=0 0.00134669 0.00368465 0.000809312 0.0037675 0.0037175 0.00295001 0.00229144 0.00351768 0.00380265 0.00169169 0.00258689 0.00388548 0.00368212 0.00358242 0.00399716 0.000203129 0.00040177 0.00315579 0.00405043 0.00362203 0.00294204
internal_weight=0 440 1906 307 1799 1732 173 107 117 1559 125 133 1382 490 432 892 182 127 177 781 111 104
internal_count=2346 440 1906 307 1799 1732 173 107 117 1559 125 133 1382 490 432 892 182 127 177 781 111 104
is_linear=0
shrinkage=0.00260187


Tree=1660
num_leaves=25
num_cat=0
split_feature=4 3 15 49 400 483 132 12 15 1429 12 14 1213 133 1213 43 157 43 1429 15 43 4 4 4
split_gain=2.96354 2.89075 4.54322 2.1425 1.93617 1.5763 1.44075 1.67983 1.34085 2.28488 3.95718 1.59444 1.30014 1.69873 2.31009 3.05102 3.10845 1.27394 1.27096 1.66146 1.01529 0.76348 0.615207 0.472099
threshold=-0.033449999999999987 0.11745500000000002 -0.24269999999999997 -0.0062499999999999995 -0.0078599999999999989 -1.0000000180025095e-35 0.081465000000000024 0.090345000000000023 -0.013084999999999998 0.08357500000000001 0.08654000000000002 -0.24175999999999997 0.060985000000000004 0.066685000000000008 -0.082144999999999982 -0.082039999999999988 -0.0048549999999999991 -0.008069999999999999 0.084105000000000027 -0.032704999999999991 -0.081324999999999995 -0.079554999999999987 -0.082304999999999975 -0.086424999999999988
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 4 -3 -1 -2 -5 8 -8 11 10 -10 -6 13 14 17 -16 -17 -7 19 -13 23 -22 -14 -15
right_child=1 2 -4 5 6 12 7 -9 9 -11 -12 18 22 20 15 16 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0031905818218686461 -0.00087273878186681822 0.0015467288266076183 -0.002025668239305542 0.0030798317836504708 0.0025176888947393661 0.0027600941412099429 -0.00098252967693241528 0.0013793881263290081 0.0047890348358842197 0.00028888094052169393 0.0011104835110417749 0.00095482149692995098 0.0028682717219524687 0.0032061204039007169 -0.0013145301245286619 0.0028409422563866358 0.00046941872807634328 0.0010545746151775751 0.0023710505863544173 -0.00067913378036724159 0.00038902908721713775 0.0018623121276090413 0.0015624946557635622 0.001905016579866303
leaf_weight=71 52 61 82 53 66 83 67 53 53 52 63 602 70 57 74 66 308 90 54 68 55 94 73 54
leaf_count=71 52 61 82 53 66 83 67 53 53 52 63 602 70 57 74 66 308 90 54 68 55 94 73 54
internal_value=0 0.000826462 -0.000501038 0.00152138 0.000994549 0.00141124 0.00108472 5.97688e-05 0.001213 0.00201793 0.00279211 0.00104169 0.00132477 0.0011822 0.000900192 0.000524125 0.000888206 0.00187344 0.000906986 0.000788829 0.00185535 0.00131919 0.00220243 0.0025741
internal_weight=0 1273 143 1148 1130 1077 1078 120 958 168 116 790 1024 881 621 448 374 173 724 670 260 149 143 111
internal_count=2421 1273 143 1148 1130 1077 1078 120 958 168 116 790 1024 881 621 448 374 173 724 670 260 149 143 111
is_linear=0
shrinkage=0.00991364


Tree=1661
num_leaves=19
num_cat=0
split_feature=9 150 10 133 151 3 42 42 42 13 4 394 39 160 3 13 13 133
split_gain=4.18255 2.65352 1.97596 1.73698 2.64343 1.3746 2.18837 2.97097 2.00193 1.94241 1.65072 1.62288 1.82446 1.31787 2.98482 1.91403 1.06168 0.684553
threshold=0.091600000000000015 0.08926000000000002 -0.010699999999999999 0.085720000000000018 -0.0033899999999999994 -0.082154999999999992 0.086665000000000006 0.084835000000000008 0.077855000000000021 -0.086574999999999985 -0.083584999999999979 -1.0000000180025095e-35 0.099745000000000014 -0.082299999999999984 -0.012769999999999998 -0.011834999999999998 -0.016469999999999995 0.0061750000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 8 16 -8 -11 -7 13 14 -13 -15 -4 -12
right_child=-2 3 5 -5 -6 11 9 -9 -10 10 17 12 -14 15 -16 -17 -18 -19
leaf_value=0.002167681024948161 -0.0013852609985770049 0.00029576725472412141 -0.00016619643666009395 0.0010045999603386908 -0.0018396739725643049 0.0019508504202818866 0.0005397750484711965 -0.00080840768277963245 0.0019789416501587815 0.0032337968580895744 0.002215789707155854 0.00059945967160579896 -0.00079718137992635611 0.00075288804348897062 0.0024779812452729224 -6.3214166428721764e-05 0.00092141334484851156 0.0010185276353953706
leaf_weight=67 53 92 59 66 54 54 62 59 101 54 55 166 53 573 71 239 485 58
leaf_count=67 53 92 59 66 54 54 62 59 101 54 55 166 53 573 71 239 485 58
internal_value=0 0.000791009 0.000871454 -2.67198e-05 -0.000493493 0.000829842 0.00104881 0.000836896 0.000987524 0.00169991 0.00213013 0.000653046 0.000589377 0.00065951 0.00116257 0.00051258 0.000803305 0.00160199
internal_weight=0 2368 2156 212 146 2089 933 704 645 229 167 1156 1102 1049 237 812 544 113
internal_count=2421 2368 2156 212 146 2089 933 704 645 229 167 1156 1102 1049 237 812 544 113
is_linear=0
shrinkage=0.00766357


Tree=1662
num_leaves=18
num_cat=0
split_feature=1 52 14 1 2 123 4 0 48 4 14 1 0 0 158 15 133
split_gain=214.545 44.9461 34.4743 23.9171 16.7953 14.6359 9.19841 7.55883 7.53491 7.28722 7.06572 6.65324 6.49584 3.65517 3.55054 3.49684 2.09627
threshold=0.104035 -0.41304999999999997 0.054835000000000009 0.12394500000000001 0.09036000000000001 1.0000000180025095e-35 0.03851000000000001 -0.11208499999999998 0.092475000000000016 -0.50388999999999984 -1.0000000180025095e-35 0.13712000000000005 -0.079119999999999982 -0.083489999999999995 1.0000000180025095e-35 -0.12640499999999996 0.078935000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 6 7 -1 9 -9 -5 -12 -11 -10 16 -6 -8
right_child=1 3 -4 10 15 -7 14 8 13 12 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0028473235005516862 0.0040590214847105064 0.0029344740345044916 0.0054102268773863205 0.0016519398715374484 0.0020301675404515601 0.0024328242232302009 0.0027541182369693273 0.0046431372182061149 0.0035865362449884848 0.0039076622796401731 0.0011708029376104635 8.4672764171203927e-05 0.0035071022684653036 0.0026389028839450116 0.0037319964048282833 0.0012558448904951658 0.003324960926384503
leaf_weight=63 54 98 75 62 67 69 103 70 56 856 74 79 406 55 60 97 77
leaf_count=63 54 98 75 62 67 69 103 70 56 856 74 79 406 55 60 97 77
internal_value=0 0.00180889 0.00368082 0.0015541 0.00208196 0.00360934 0.00365582 0.00373132 0.0037699 0.00382426 0.000910718 0.000610172 0.00377882 0.00311724 0.00318196 0.00157235 0.00299847
internal_weight=0 531 1890 477 262 1815 1746 1506 1443 1332 215 153 1262 111 240 164 180
internal_count=2421 531 1890 477 262 1815 1746 1506 1443 1332 215 153 1262 111 240 164 180
is_linear=0
shrinkage=0.00260187


Tree=1663
num_leaves=18
num_cat=0
split_feature=9 1 150 49 151 150 3 1 39 3 2 2 3 2 3 3 133
split_gain=3.16242 2.14786 2.92175 2.75361 2.16688 1.69403 1.70618 3.45101 1.91359 1.38143 2.79568 1.36891 1.36442 0.668464 0.743693 0.575192 0.538137
threshold=0.091600000000000015 0.077565000000000009 0.087000000000000008 -0.088434999999999986 -0.0077149999999999988 -0.075789999999999982 -0.15956499999999998 0.084330000000000016 0.095830000000000012 -0.099169999999999994 0.091250000000000012 0.083760000000000015 -0.036004999999999988 0.084855000000000014 -0.093224999999999988 -0.065974999999999992 -0.012639999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 -4 -5 -7 -8 -9 10 -1 -11 13 16 -15 -16 -13
right_child=-2 2 4 5 -6 6 7 8 -10 11 -12 12 -14 14 15 -17 -18
leaf_value=0.0036455954075919604 -0.0013792053150293966 0.003088424959759068 0.00039289248604903337 -0.00073590944937585345 -0.0019078329639849075 0.0021375977281186671 -0.0016418544222397485 0.0010857295825480733 -0.00085492479994292783 -0.00030563360437528721 0.00063526634828695407 0.0011866563410974859 0.0024405884202518368 2.1938088679586493e-05 0.0012330134929034002 0.00036037258819820799 0.0025772746622511238
leaf_weight=65 53 52 100 64 63 94 53 615 52 55 53 52 86 59 772 79 54
leaf_count=65 53 52 100 64 63 94 53 615 52 55 53 52 86 59 772 79 54
internal_value=0 0.00102054 0.000704186 0.000914602 -0.000495708 0.000785738 0.000905503 0.000744502 0.000934279 0.00129166 0.00229438 0.0011893 0.00126401 0.00116432 0.00107896 0.00115213 0.00189606
internal_weight=0 2368 1093 930 163 878 814 720 667 1275 118 1157 1102 1016 910 851 106
internal_count=2421 2368 1093 930 163 878 814 720 667 1275 118 1157 1102 1016 910 851 106
is_linear=0
shrinkage=0.00971926


Tree=1664
num_leaves=24
num_cat=0
split_feature=1 1 12 14 3 4 3 3 4 3 3 12 124 4 12 0 4 4 1 157 403 15 4
split_gain=199.452 30.1162 26.6436 23.652 12.1671 9.35063 7.00878 6.67839 7.97327 5.19658 4.15071 3.50964 2.85732 2.19312 2.17673 2.19929 1.78204 1.76993 2.34822 1.69803 1.00214 0.970306 0.391385
threshold=0.104035 0.12394500000000001 0.087545000000000026 0.054835000000000009 -0.066424999999999984 0.022635000000000006 -0.15315499999999996 0.30112000000000005 0.42405000000000009 1.0000000180025095e-35 0.10323000000000002 0.087905000000000025 -0.080389999999999989 0.032965000000000001 0.081810000000000008 -0.093039999999999984 0.052250000000000012 -0.0011949999999999997 0.082265000000000019 -0.081889999999999991 -1.0000000180025095e-35 0.11469500000000001 0.10440500000000001
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 9 4 6 -4 -1 8 -3 -2 12 17 -6 14 15 -14 19 18 20 -13 -8 -21 -18
right_child=1 7 5 -5 10 -7 11 -9 -10 -11 -12 16 13 -15 -16 -17 22 -19 -20 21 -22 -23 -24
leaf_value=0.0023829452332149231 0.00087124614933084001 0.00152290419554628 0.0034977853392264609 0.0044966378152547226 0.0022457103932882663 0.0021218338956339542 0.003506074673631301 4.447280745058322e-05 0.00037931578601997819 0.001712737270869258 0.0019883707989594621 0.0027261462635257798 0.0028774685640089318 0.0024725852102388574 0.0026779354772043934 0.003602574408799943 0.0026529448231155618 0.0037119292902532703 0.0027983209092840825 0.0032081987327255497 0.0032580639391354841 0.0028536088351165958 0.0029561855628786183
leaf_weight=69 93 80 60 75 56 64 177 70 73 91 52 57 52 63 71 54 57 76 53 611 257 54 56
leaf_count=69 93 80 60 75 56 64 177 70 73 91 52 57 52 63 71 54 57 76 53 611 257 54 56
internal_value=0 0.00138483 0.00189165 0.00311963 0.00306271 0.00278783 0.00316253 0.000684704 0.000977445 0.00128756 0.00264185 0.00320099 0.00275656 0.00287564 0.00301895 0.00324711 0.00309768 0.00335417 0.00329828 0.0031437 0.00335927 0.00317945 0.00280346
internal_weight=0 531 308 1890 1815 124 1467 223 153 184 348 1398 296 240 177 106 835 563 487 722 434 665 113
internal_count=2421 531 308 1890 1815 124 1467 223 153 184 348 1398 296 240 177 106 835 563 487 722 434 665 113
is_linear=0
shrinkage=0.00250084


Tree=1665
num_leaves=20
num_cat=0
split_feature=1 1 12 3 1 4 4 3 14 4 4 50 475 158 4 12 4 4 4
split_gain=150.455 31.4956 17.2482 11.3878 10.9439 12.5828 7.76035 6.43881 5.06239 5.90471 4.78084 4.32374 3.01914 2.90499 2.66423 1.9038 1.11054 1.03384 0.583418
threshold=0.10491000000000002 0.13554500000000003 0.087245000000000003 0.045635000000000002 0.093505000000000019 -0.019114999999999997 0.03851000000000001 0.25468500000000005 0.062655000000000016 -0.14994999999999997 0.032965000000000001 0.11875500000000001 -0.085719999999999977 0.083705000000000016 0.082475000000000007 0.087745000000000004 0.066275000000000014 0.20353000000000002 -0.16270999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 14 8 18 -4 -3 9 -1 11 12 -11 16 -2 -14 -12 -5 -6
right_child=1 7 6 17 5 -7 -8 -9 -10 10 13 -13 15 -15 -16 -17 -18 -19 -20
leaf_value=0.0025370106368109982 0.00061767211207063456 0.00098648346153258214 0.0033328637083637315 0.0023802061513846224 0.0033239749932285792 0.0019119654954029492 0.0021076621843731267 -0.00010994975564705514 0.0038996877123882142 0.0038269037791544046 0.0023602154797333227 0.0025361353155492817 0.0033755875717349794 0.0032920106483073468 0.0013500068101353758 0.0031595636972098864 0.0028197671708562549 0.0018857655693274994 0.0029692474034176707
leaf_weight=95 59 85 62 55 52 101 74 59 62 65 57 52 496 65 72 589 90 57 80
leaf_count=95 59 85 62 55 52 101 74 59 62 65 57 52 496 65 72 589 90 57 80
internal_value=0 0.00155286 0.00193874 0.00153138 0.00310687 0.00259034 0.00266641 0.000537061 0.00318346 0.00315401 0.00319544 0.00325789 0.0032905 0.00284126 0.00102038 0.00325834 0.00264176 0.00212881 0.0031092
internal_weight=0 523 379 243 1804 233 136 144 1571 1509 1414 1202 1150 212 131 1085 147 112 132
internal_count=2327 523 379 243 1804 233 136 144 1571 1509 1414 1202 1150 212 131 1085 147 112 132
is_linear=0
shrinkage=0.00255085


Tree=1666
num_leaves=24
num_cat=0
split_feature=1 2 52 39 52 1 2 2 11 1 13 50 43 13 13 157 52 2 13 133 49 51 2
split_gain=295.445 53.4954 34.4787 16.8713 12.1154 13.0634 11.449 8.25582 5.26633 7.9424 4.38836 5.23039 3.75408 3.24269 2.08996 2.2316 2.36594 1.97152 1.58124 1.23831 1.0746 0.957261 0.112818
threshold=0.10508500000000001 0.14794000000000004 -0.40809499999999993 0.081875000000000017 0.12371000000000001 0.12337000000000002 0.088885000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.088735000000000022 0.043640000000000005 0.10803500000000001 -1.0000000180025095e-35 -0.052454999999999995 -0.096154999999999977 -0.08205999999999998 -0.046924999999999988 0.09857500000000001 -0.077759999999999982 0.087005000000000013 -0.018959999999999994 -0.051219999999999995 0.09277500000000001
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 7 10 -4 9 12 11 14 18 -7 -1 -16 -17 22 19 -8 -9 -20 -14
right_child=1 -3 4 -5 -6 13 8 20 -10 -11 -12 -13 17 -15 15 16 -18 -19 21 -21 -22 -23 -24
leaf_value=0.0045555409927904369 0.0037404031161136315 -0.00024186916415658475 0.0025941409713409343 0.0027059116489922957 0.0026104628696633418 0.00038868947084463331 0.0041310220569161435 0.0012186145176666372 0.0041927417083451385 0.0026301510929635651 0.0034231895576809271 0.0033859000780911289 0.0034146743095519027 0.0012278008621764229 0.0044113838205728281 0.0036252160713395503 0.0040465082405150184 0.0030014669692598581 0.0038376200017745847 0.0036933194830865174 0.0016777682433113162 0.0034741028966783216 0.0035999955808371426
leaf_weight=52 57 85 62 99 68 62 72 55 70 64 90 78 52 54 87 100 548 92 62 98 78 190 52
leaf_count=52 57 85 62 99 68 62 72 55 70 64 90 78 52 54 87 100 548 92 62 98 78 190 52
internal_value=0 0.00157277 0.00192661 0.00371056 0.00165375 0.00144448 0.00376881 0.0018399 0.00353766 0.00347039 0.00395079 0.00400566 0.00355736 0.00077954 0.00406705 0.00403245 0.00398154 0.00327016 0.00369069 0.00387886 0.00148809 0.00356365 0.00350759
internal_weight=0 521 436 1806 379 311 1707 195 752 682 955 865 618 116 787 735 648 196 422 170 133 252 104
internal_count=2327 521 436 1806 379 311 1707 195 752 682 955 865 618 116 787 735 648 196 422 170 133 252 104
is_linear=0
shrinkage=0.00250084


Tree=1667
num_leaves=16
num_cat=0
split_feature=2 13 13 2 2 2 159 147 13 1212 50 475 1212 2 124
split_gain=7.90059 3.0324 2.08513 2.75501 1.8145 1.79203 2.3208 2.60815 1.43513 1.29158 1.58312 2.00381 0.99737 0.497891 0.314151
threshold=0.17000000000000001 -0.16392499999999996 -0.097519999999999982 0.090000000000000011 -0.0091949999999999983 0.092155000000000015 0.10314500000000001 1.0000000180025095e-35 0.091035000000000019 0.087685000000000013 0.10861000000000003 -0.085719999999999977 0.092815000000000022 0.11500500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -3 14 9 7 8 -7 10 11 -6 -11 -1 -4
right_child=-2 2 4 -5 5 6 -8 -9 -10 12 -12 -13 -14 -15 -16
leaf_value=0.00044566131239032582 -0.0028732571871233925 0.0048341250280770102 -0.00054508593548516942 0.0012842123362547214 0.0041351960042059436 0.0013803942780527209 0.0029996828082757012 -0.0013748650082756142 7.3697112248835263e-05 -0.00037233365474500732 0.00063576507098120187 0.001959785920806042 0.0015189028236241816 -0.00092654050009584798 0.00065214749103413962
leaf_weight=67 52 52 52 53 54 522 72 54 125 52 100 866 93 60 53
leaf_count=67 52 52 52 53 54 522 72 54 125 52 100 866 93 60 53
internal_value=0 0.00144092 0.00153809 0.00304338 0.00146067 0.0015366 0.00112759 0.000935143 0.00112812 0.00180788 0.00194538 0.0020876 0.00083986 -0.000201703 5.8119e-05
internal_weight=0 2275 2148 105 2043 1938 773 701 647 1165 1020 920 145 127 105
internal_count=2327 2275 2148 105 2043 1938 773 701 647 1165 1020 920 145 127 105
is_linear=0
shrinkage=0.0109455


Tree=1668
num_leaves=28
num_cat=0
split_feature=1 2 52 2 4 11 0 2 48 16 1 50 2 16 43 16 52 52 160 52 4 52 48 0 160 2 50
split_gain=158.642 43.561 18.8811 9.80785 9.30072 8.53017 7.03206 11.6269 5.37964 4.54867 3.38367 3.37588 3.13397 2.6193 3.08952 2.37295 2.1516 1.89453 1.8002 1.61756 1.45366 1.42572 1.07545 1.91167 0.957859 0.886516 0.633022
threshold=0.10538500000000002 0.14823500000000003 -0.40809499999999993 0.099675000000000014 0.51400500000000016 1.0000000180025095e-35 -0.061994999999999995 1.0000000180025095e-35 0.082225000000000006 -0.019749999999999993 0.089475000000000013 0.085685000000000011 0.089045000000000013 -0.0092499999999999978 -0.0082149999999999983 -0.0087049999999999992 -0.53283999999999987 -0.081164999999999987 -1.0000000180025095e-35 0.11037500000000001 0.052250000000000012 -0.08743999999999999 0.086605000000000015 -0.082709999999999992 -0.085984999999999992 0.11177500000000001 0.10030500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 6 10 7 -4 15 -9 12 17 13 19 21 25 -17 -12 -19 24 22 -15 23 -14 -1 -5 -13
right_child=1 -3 4 8 -6 -7 -8 9 -10 -11 11 26 20 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0031639106848474785 0.0027821567590577477 -0.00086261916077385984 0.0024592649382219325 0.0028540296141827907 0.00014316157367505361 0.0036804678049053756 0.00064537204030446025 0.0014882017963014022 0.0015952769156226667 0.00053029659599845771 0.0026150085459506148 0.003038443162725446 0.0031486526203044233 0.0026222587471938638 0.0037282545891061175 0.0026074309374260313 0.0019576187217254667 0.0023380780821174508 0.0016392532801523677 0.0023402955084778436 0.0022073065141558121 0.0032206910206115241 0.0023549388395019853 0.0026043058573157296 0.0027995407904408752 0.0024212505168851118 0.0026107241812838304
leaf_weight=62 55 81 69 87 64 71 92 95 70 59 54 52 64 56 53 60 101 55 54 52 63 63 68 189 425 60 53
leaf_count=62 55 81 69 87 64 71 92 95 70 59 54 52 64 56 53 60 101 55 54 52 63 63 68 189 425 60 53
internal_value=0 0.000959524 0.00129967 0.00266221 0.00108445 0.00276456 0.00127561 0.00153549 0.00227388 0.0011214 0.00271682 0.00244331 0.00278374 0.00289051 0.00318259 0.00242801 0.00219996 0.00219866 0.00199214 0.00279726 0.00258596 0.00293932 0.00266019 0.00274212 0.00284599 0.00267758 0.00282282
internal_weight=0 515 434 1812 379 1434 315 223 378 154 1363 268 1095 711 172 308 161 163 109 539 384 119 321 253 487 147 105
internal_count=2327 515 434 1812 379 1434 315 223 378 154 1363 268 1095 711 172 308 161 163 109 539 384 119 321 253 487 147 105
is_linear=0
shrinkage=0.00270699


Tree=1669
num_leaves=13
num_cat=0
split_feature=3 123 2 124 3 455 457 0 16 3 16 0
split_gain=6.51582 2.65978 1.91227 1.57891 1.41916 1.52469 2.85656 2.66342 2.49897 2.37109 2.15692 1.53959
threshold=0.25468500000000005 0.085740000000000011 0.13538500000000001 -0.076164999999999983 0.12745000000000004 1.0000000180025095e-35 0.092360000000000012 -0.14989499999999997 -0.087829999999999978 -0.065259999999999999 -0.053214999999999991 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -3 5 6 7 8 -1 11 -11 -9
right_child=2 3 -4 -5 -6 -7 -8 9 -10 10 -12 -13
leaf_value=0.0013118778939391303 4.8766361219020841e-05 -0.0010996111548713296 -0.0021779874409024883 0.00082916350829860259 0.0024502058871323095 0.0024638783665797527 -0.00071477643946282808 -0.00022989155963799938 0.0035964490297721893 0.0012312440256730373 -0.00020540398508948028 0.0011954747520431131
leaf_weight=85 53 61 53 56 53 53 62 54 54 116 189 1438
leaf_count=85 53 61 53 56 53 53 62 54 54 116 189 1438
internal_value=0 0.001041 -0.00106378 -0.00017568 0.0011087 0.00107399 0.00103708 0.00109323 0.00220005 0.00100756 0.000340703 0.00114383
internal_weight=0 2221 106 117 2104 2051 1998 1936 139 1797 305 1492
internal_count=2327 2221 106 117 2104 2051 1998 1936 139 1797 305 1492
is_linear=0
shrinkage=0.00829529


Tree=1670
num_leaves=17
num_cat=0
split_feature=3 40 40 43 0 3 14 52 42 13 0 0 42 0 52 52
split_gain=110.122 69.3991 20.9607 14.5257 13.1034 10.7498 10.0141 9.74429 7.74014 6.23778 6.20239 4.80396 3.84908 2.05084 3.67847 1.15693
threshold=0.30112000000000005 -0.026419999999999996 1.0000000180025095e-35 -0.053524999999999996 -0.066849999999999979 0.10323000000000002 0.062655000000000016 -0.35673999999999995 0.093565000000000023 0.039845000000000012 -0.14097999999999997 -0.081444999999999976 0.088305000000000008 0.033830000000000006 0.0029250000000000005 -0.54822499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 5 6 10 15 11 13 -3 -1 -12 14 -9 -6
right_child=-2 2 -4 -5 7 -7 -8 9 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=0.0027970732712980844 0.00078224800697149894 0.0031550672853819122 0.00208685421613365 0.0033568279192865017 0.0040130151271014335 0.0028654226560112395 0.0047989472648976208 0.0025670105662704105 0.0011558570719064434 0.0023573403516827843 0.0039043312207183833 0.0017840727916407714 0.0036169732168977241 0.003584031694862076 0.0034686080198267012 0.0035262387926453809
leaf_weight=53 99 96 54 52 75 79 62 57 64 75 939 66 428 63 57 54
leaf_count=53 99 96 54 52 75 79 62 57 64 75 939 66 428 63 57 54
internal_value=0 0.00347698 0.00362532 0.0021898 0.00366716 0.00376629 0.00381294 0.00324974 0.00185804 0.00296311 0.00377114 0.00223547 0.00381438 0.00321965 0.00301804 0.00380946
internal_weight=0 2274 2039 235 1985 1604 1525 381 183 252 1463 119 1367 177 114 129
internal_count=2373 2274 2039 235 1985 1604 1525 381 183 252 1463 119 1367 177 114 129
is_linear=0
shrinkage=0.00250084


Tree=1671
num_leaves=20
num_cat=0
split_feature=2 2 3 3 2 52 3 123 49 3 14 52 16 2 3 16 16 2 52
split_gain=101.101 59.491 19.4402 17.262 13.7847 11.4854 9.70738 7.85092 7.24216 6.18884 5.40506 5.32923 4.91608 4.56607 3.55697 3.69705 4.41427 3.46511 0.973071
threshold=0.11500500000000001 -1.0000000180025095e-35 -0.008649999999999998 -0.052614999999999995 0.099675000000000014 0.055990000000000005 -0.10175499999999998 0.081180000000000016 -0.046979999999999987 -0.14070999999999997 0.062655000000000016 0.0029250000000000005 0.07277500000000002 0.14794000000000004 0.091170000000000015 0.25032500000000008 0.081265000000000018 0.090000000000000011 -0.45791499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 10 13 -2 -1 -6 -10 14 12 -11 -5 15 16 17 -3 -17
right_child=3 4 -4 5 8 -7 -8 -9 9 11 -12 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=0.0033505507609896015 0.0019264473346378658 0.0038625162856863802 0.00078467582114570382 0.0015192153525344203 0.0023969786133878983 0.0025273567499806901 0.0033017225340968054 0.0019505503196103502 0.0041313534958258308 0.0023617676631336663 0.0045603621499646762 0.0036564655007713695 0.0034236611074490672 0.00057395206938261475 0.0031756630060326223 0.0035642912384862726 0.0045012250112382865 0.0035327198722428766 0.0030539621552123672
leaf_weight=57 60 953 55 91 62 58 83 52 59 69 59 90 52 56 69 52 62 282 52
leaf_count=57 60 953 55 91 62 58 83 52 59 69 59 90 52 56 69 52 62 282 52
internal_value=0 0.00354914 0.00204648 0.0020308 0.00368154 0.0015465 0.00272488 0.00268292 0.00320045 0.00338484 0.00378599 0.00317597 0.00281835 0.0011593 0.00375489 0.0037834 0.00382139 0.00378723 0.00330939
internal_weight=0 2025 164 348 1861 205 143 109 332 270 1529 211 121 147 1470 1401 1297 1235 104
internal_count=2373 2025 164 348 1861 205 143 109 332 270 1529 211 121 147 1470 1401 1297 1235 104
is_linear=0
shrinkage=0.00260187


Tree=1672
num_leaves=16
num_cat=0
split_feature=4 1 3 3 14 47 42 39 3 49 42 1 1 4 4
split_gain=257.59 59.8405 34.8279 15.2915 15.2703 12.3609 11.19 7.17498 6.84255 5.31574 5.30809 4.83308 4.09867 3.01508 3.5932
threshold=0.30163500000000004 0.10384000000000002 -0.06340999999999998 0.13772500000000001 0.062655000000000016 0.091210000000000013 0.086700000000000013 0.082470000000000016 0.091170000000000015 0.12001000000000002 0.09087000000000002 0.11266500000000002 0.11654500000000001 -0.50086499999999989 -0.099704999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 6 7 12 11 8 9 13 -3 -2 -4 -1 -15
right_child=3 2 5 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=0.0040767619278796186 0.0020149998080140723 0.0037589849648383762 0.0015506824853569678 -0.00051868074297925959 0.004600799595128548 0.0026052058675781883 0.00033250512689853912 0.0027015654469068938 0.0027740776143350826 0.0027859440912892616 0.0027087341668310038 0.0010025905805977752 0.00067313153060741997 0.0028613404066572738 0.0034974196214767098
leaf_weight=52 54 66 79 52 65 52 92 87 92 67 52 60 54 56 1393
leaf_count=52 54 66 79 52 65 52 92 87 92 67 52 60 54 56 1393
internal_value=0 0.00326414 0.00225537 0.000669034 0.00343281 0.00159122 0.000968972 0.00338934 0.00342537 0.00346356 0.00329638 0.00148238 0.00119458 0.00349379 0.00347285
internal_weight=0 2115 303 258 1812 185 206 1747 1660 1568 118 114 133 1501 1449
internal_count=2373 2115 303 258 1812 185 206 1747 1660 1568 118 114 133 1501 1449
is_linear=0
shrinkage=0.0024518


Tree=1673
num_leaves=25
num_cat=0
split_feature=1 1 52 123 0 2 2 4 4 403 4 0 0 4 4 4 0 0 2 133 4 15 0 42
split_gain=182.744 39.7057 21.8768 18.2839 10.6894 7.40142 9.97928 6.60885 6.45098 4.20236 4.37893 3.92653 3.6738 14.6024 8.23064 4.12971 3.02103 2.78687 2.70785 2.5969 2.2897 2.01403 0.62027 0.496898
threshold=0.10491000000000002 0.13475500000000004 -0.24526499999999998 0.081990000000000021 -0.074274999999999994 0.11252000000000002 -1.0000000180025095e-35 0.50373500000000015 -0.082249999999999976 0.019620000000000002 -0.47860499999999995 -0.087344999999999992 -0.10803999999999998 0.0066850000000000008 0.20353000000000002 0.049545000000000006 -0.066849999999999979 -0.095584999999999989 0.10699500000000002 0.091215000000000004 0.40780000000000005 0.11124000000000002 -0.071719999999999992 -0.07793499999999999
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 -2 4 8 6 -4 -3 11 10 -6 -1 13 -10 -15 17 22 -14 -18 23 -7 -19 -12 -13
right_child=1 7 5 -5 9 20 -8 -9 12 -11 16 19 15 14 -16 -17 18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.0037268036777264647 0.0031191999073608072 0.0010955804534503474 0.0013477202813567759 0.0019170128730149304 0.0031728370257111294 0.0016412120019926304 0.0024133473191865441 0.00023644910955362278 0.0017980009060607923 0.0021440145990640242 0.0027120843804934987 0.0032289903628973985 0.0035649040740014506 0.0036531359381111865 0.0025220424578848138 0.0026354048406688102 0.0021069469953696098 0.0031056077601973086 0.0026781348189177695 0.0028300842198063021 0.0011089723923705171 0.0026893521793986477 0.0030181807232990774 0.003465095212281717
leaf_weight=87 57 79 62 72 94 67 102 78 52 52 52 91 55 62 52 91 61 672 92 61 76 56 73 77
leaf_count=87 57 79 62 72 94 67 102 78 52 52 52 91 55 62 52 91 61 672 92 61 76 56 73 77
internal_value=0 0.00154872 0.00192815 0.00295169 0.00299353 0.00170694 0.00201062 0.000668893 0.00308432 0.0027031 0.00278119 0.00334679 0.00300455 0.00271796 0.00313739 0.00305896 0.00264869 0.00310816 0.00245055 0.00320232 0.0013585 0.00307362 0.00289102 0.00333734
internal_weight=0 521 364 1852 1780 307 164 157 1356 424 372 316 1040 166 114 874 278 783 153 229 143 728 125 168
internal_count=2373 521 364 1852 1780 307 164 157 1356 424 372 316 1040 166 114 874 278 783 153 229 143 728 125 168
is_linear=0
shrinkage=0.00209259


Tree=1674
num_leaves=22
num_cat=0
split_feature=2 2 2 2 3 3 0 0 14 0 49 0 47 2 0 160 0 43 150 52 52
split_gain=89.8466 60.8741 24.1725 16.6846 14.1411 9.16457 8.57328 8.53784 4.04795 3.83852 4.05696 3.93016 3.54645 3.47654 3.36534 2.31196 2.21619 2.19439 1.87754 1.50613 3.43943
threshold=0.12051500000000002 -1.0000000180025095e-35 0.17576500000000003 0.099675000000000014 -0.008649999999999998 -0.024114999999999994 1.0000000180025095e-35 -0.084114999999999981 0.062655000000000016 -0.10946999999999998 -0.016709999999999999 -0.14822499999999997 0.09550500000000002 0.11252000000000002 -0.042364999999999993 0.041405000000000004 -0.078964999999999994 -0.038674999999999994 0.087865000000000013 0.087765000000000024 -0.41304999999999997
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 4 7 8 6 15 -1 -2 9 11 18 -3 17 -7 -9 19 -14 -12 -11 20 -5
right_child=2 3 -4 5 -6 13 -8 14 -10 10 12 -13 16 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0033771541588263139 0.0017468660827986329 0.0038321239330553099 0.00058429961883119076 0.0039564079068865185 0.0010990590310355564 0.0030740011449436676 0.0019720332590126162 0.0031707099251927309 0.0044859427243327653 0.0046617311091195863 0.0037485008592265082 0.002945404238795793 0.0037294905680303201 0.0022826071891260936 0.0023972978722235552 0.0030802179678041048 0.0030580878725176264 0.0039722656198594537 0.0039895464176305717 0.0039569786769094815 0.0031446958087346334
leaf_weight=53 73 64 55 60 55 93 56 74 59 53 563 62 66 56 68 52 59 550 53 76 73
leaf_count=53 73 64 55 60 55 93 56 74 59 53 563 62 66 56 68 52 59 550 53 76 73
internal_value=0 0.00359708 0.00206439 0.00372084 0.00213369 0.00327242 0.0026555 0.0024429 0.00384107 0.00381517 0.00385445 0.00339601 0.00381406 0.00277674 0.00280053 0.00355528 0.0034128 0.0038591 0.00432589 0.00367335 0.00351108
internal_weight=0 2103 270 1939 164 410 109 215 1529 1470 1344 126 1238 149 142 261 125 1113 106 209 133
internal_count=2373 2103 270 1939 164 410 109 215 1529 1470 1344 126 1238 149 142 261 125 1113 106 209 133
is_linear=0
shrinkage=0.00250084


Tree=1675
num_leaves=24
num_cat=0
split_feature=1 52 1 12 1 49 16 160 12 52 12 16 43 52 16 42 160 16 16 43 16 12 1
split_gain=179.776 36.6792 19.5813 20.6819 13.1299 14.5412 5.72811 13.35 4.28892 3.62038 3.47086 3.32029 2.64358 2.18274 2.09685 1.86615 1.6196 1.80554 4.03927 1.90518 2.71028 0.783537 0.411457
threshold=0.10538500000000002 -0.40011499999999994 0.13662500000000002 0.089435000000000014 0.092810000000000017 -0.044809999999999996 0.0086100000000000013 -0.081814999999999985 0.092395000000000019 -0.13993999999999998 0.085845000000000019 -0.0093349999999999978 -0.0094899999999999984 -0.091784999999999992 -0.15796999999999997 0.084815000000000015 -0.54119499999999987 -0.16927999999999996 -0.49996499999999994 -0.15429499999999996 -0.0036549999999999998 0.097755000000000022 0.096630000000000008
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 11 6 -6 13 -8 9 15 -7 12 -3 -1 -4 -9 -15 18 -18 -19 -21 -10 -12
right_child=1 2 14 -5 5 10 7 8 21 -11 22 -13 -14 16 -16 -17 17 19 -20 20 -22 -23 -24
leaf_value=0.0037032403520326656 0.0033748390781721664 0.0011283827840012171 0.0007978068521687921 0.0026574032970349791 0.0015751933009244016 0.0024684868525498894 0.0019645409912688767 0.0028580245612004167 0.0026263347424633531 0.0039230708806770129 0.0030376049808721745 0.00084376997520261383 0.0017686730971285924 0.0037225121528694561 0.00017125685407198512 0.0034816966794978194 0.0034850132589196127 0.0029226856211899245 0.0025630866771916626 0.0033138794094738234 0.0038326509973733401 0.0030278270911243002 0.0033083394865968401
leaf_weight=88 56 72 65 83 55 56 61 53 53 60 66 76 78 53 59 60 52 66 59 888 63 64 73
leaf_count=88 56 72 65 83 55 56 61 53 53 60 66 76 78 53 59 60 52 66 59 888 63 64 73
internal_value=0 0.00154396 0.00130712 0.00163096 0.00318104 0.00266775 0.00326024 0.00298776 0.0032029 0.003444 0.00297578 0.00125388 0.0014615 0.00333558 0.000499897 0.00318941 0.00330817 0.00328867 0.00299521 0.00332068 0.00334827 0.00284617 0.00317997
internal_weight=0 489 433 309 1870 250 1620 351 290 173 195 226 150 1269 124 113 1181 1128 111 1017 951 117 139
internal_count=2359 489 433 309 1870 250 1620 351 290 173 195 226 150 1269 124 113 1181 1128 111 1017 951 117 139
is_linear=0
shrinkage=0.00240373


Tree=1676
num_leaves=20
num_cat=0
split_feature=2 10 133 1186 16 3 4 15 52 4 4 49 3 3 15 133 2 2 52
split_gain=4.87137 2.24305 2.2422 2.15902 1.88379 3.0317 3.53396 4.63691 3.44336 5.98205 2.32766 1.55008 2.0247 1.76368 1.59624 1.26791 1.13589 0.691769 0.568301
threshold=0.13673000000000005 0.058500000000000003 0.022390000000000004 0.083355000000000012 -0.011859999999999997 0.097710000000000005 -0.011154999999999998 -0.012299999999999997 -0.012164999999999999 -0.084284999999999985 -0.50388999999999984 -0.015064999999999999 -0.096404999999999991 0.083605000000000013 -0.085499999999999979 0.044405000000000007 0.10097500000000002 0.10444500000000002 -0.015789999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 18 4 11 6 8 17 10 -10 -6 14 15 16 -1 -13 -14 -8 -2
right_child=2 -3 -4 -5 5 -7 7 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00035509746582196468 0.00033145748306825029 0.00010694753229538326 0.0016751059732224101 0.00030140590028790746 0.0031919184835503323 -0.00016992242004920785 0.0022059140460285137 0.004492630620805735 -0.0017473228427490122 0.001599056874588453 0.0013751051171676655 0.0036491568302814258 0.0017855053666157965 0.003233406179857283 0.0019333200042760893 0.0020707343330371481 0.0026482548525263022 0.0012681767645573976 -0.00078607194940685798
leaf_weight=69 52 53 54 62 54 63 136 53 59 80 267 82 798 67 100 54 111 80 65
leaf_count=69 52 53 54 62 54 63 136 53 59 80 267 82 798 67 100 54 111 80 65
internal_value=0 0.00172893 0.000330976 0.00176916 0.00181301 0.0015069 0.00165193 0.00237821 0.00122703 0.000178039 0.001681 0.0020022 0.00211045 0.00198319 0.00128946 0.00302306 0.00189095 0.001859 -0.000288665
internal_weight=0 2188 171 2135 2073 792 729 269 460 139 321 1281 1112 976 169 136 909 216 117
internal_count=2359 2188 171 2135 2073 792 729 269 460 139 321 1281 1112 976 169 136 909 216 117
is_linear=0
shrinkage=0.00797318


Tree=1677
num_leaves=18
num_cat=0
split_feature=4 40 150 43 11 4 49 4 48 42 4 159 159 4 4 43 42
split_gain=158.428 38.1348 12.3932 17.4503 11.8325 9.05392 7.3682 5.49087 4.3071 3.70919 2.66903 2.65404 4.31069 1.79592 1.72806 0.878762 0.227492
threshold=0.36766000000000004 -0.026419999999999996 0.081245000000000026 -0.015804999999999996 1.0000000180025095e-35 -0.16270999999999997 0.12552000000000005 0.59999500000000017 0.091150000000000023 0.086700000000000013 0.094510000000000025 0.065430000000000016 0.092960000000000015 0.45363500000000007 -0.13833499999999996 -0.081729999999999983 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 6 -6 10 9 15 13 11 14 -13 -2 -3 -1 -12
right_child=7 2 3 -5 5 -7 -8 -9 -10 -11 16 12 -14 -15 -16 -17 -18
leaf_value=0.0024338898624253818 0.0015521131144689926 0.0033399008383653904 0.0036950955532386717 0.0021410543957777633 0.0037615312936041465 0.0051052465590557374 0.0028310568266310321 0.00071046247428426402 0.0017909137904907357 0.0011196105039140247 0.0033974497796887544 0.0029032304386962396 0.0036745471550477878 0.0021472446413807744 0.0037565412974602964 0.002889212221612673 0.0031540028940553453
leaf_weight=57 63 67 101 82 64 62 70 55 55 65 56 67 143 65 1183 52 52
leaf_count=57 63 67 101 82 64 62 70 55 55 65 56 67 143 65 1183 52 52
internal_value=0 0.00352157 0.00361915 0.0029989 0.00368348 0.00442294 0.00362658 0.0014084 0.00236295 0.00160716 0.00366208 0.00369029 0.00342859 0.00185454 0.00373423 0.00265135 0.00328048
internal_weight=0 2111 1947 183 1764 126 1638 248 164 193 1568 1460 210 128 1250 109 108
internal_count=2359 2111 1947 183 1764 126 1638 248 164 193 1568 1460 210 128 1250 109 108
is_linear=0
shrinkage=0.00250084


Tree=1678
num_leaves=20
num_cat=0
split_feature=2 2 2 0 2 9 13 0 43 11 0 15 0 2 15 48 1375 0 0
split_gain=96.7852 38.201 36.3722 18.7396 8.95546 8.1817 5.06655 4.86197 8.07595 5.23203 4.50676 4.38243 3.79359 4.50613 2.4016 1.71671 1.23676 1.09665 1.93503
threshold=0.13388500000000003 -1.0000000180025095e-35 0.10527500000000002 -0.12608499999999997 0.17000000000000001 1.0000000180025095e-35 -0.07150999999999999 -0.065489999999999979 -0.079199999999999979 1.0000000180025095e-35 0.014040000000000002 -0.088489999999999985 -0.13740499999999997 0.09036000000000001 0.11469500000000001 0.014805 -1.0000000180025095e-35 -0.069824999999999984 0.062580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 15 6 -1 -2 9 -9 12 -10 -5 13 -3 16 -4 -14 -13 -19
right_child=4 2 3 11 -6 -7 -8 8 10 -11 -12 17 14 -15 -16 -17 -18 18 -20
leaf_value=0.00097739420251226122 0.00076283569224159609 0.0031230251842314658 0.0016631989507720432 0.0019147773622444093 9.4747164749036332e-05 0.0021252173168200819 0.0017111516116806733 0.001825054196169295 0.0024469598714499776 0.0037516946505136675 0.0033953679744289874 0.0024015495063439769 0.0034510769092082035 0.0021443049008965688 0.0026146832169508518 0.0010618173342835872 0.0030832307262820598 0.0030027310841836295 0.0024225541048432772
leaf_weight=71 62 54 56 54 53 79 75 52 54 65 69 56 59 60 65 59 1160 103 53
leaf_count=71 62 54 56 54 53 79 75 52 54 65 69 56 59 60 65 59 1160 103 53
internal_value=0 0.00277623 0.00286494 0.00218236 0.000951085 0.00158209 0.00128218 0.00302369 0.00263641 0.00307 0.00297921 0.00254 0.00303828 0.00260814 0.00307645 0.00135489 0.00310106 0.00269913 0.00280579
internal_weight=0 2169 2019 381 190 150 137 1638 175 1463 123 266 1398 114 1284 115 1219 212 156
internal_count=2359 2169 2019 381 190 150 137 1638 175 1463 123 266 1398 114 1284 115 1219 212 156
is_linear=0
shrinkage=0.0024518


Tree=1679
num_leaves=18
num_cat=0
split_feature=10 12 156 41 11 16 16 52 158 16 1375 457 0 12 42 160 0
split_gain=3.0719 2.45512 4.73065 2.64019 3.21851 2.76606 2.38674 4.50804 2.16362 2.00995 1.58672 2.0947 1.54086 1.20436 1.32161 1.28667 0.812042
threshold=-0.089679999999999982 0.077755000000000005 0.094415000000000013 0.077565000000000009 1.0000000180025095e-35 0.40052000000000004 -0.0096099999999999988 -0.087769999999999987 0.089030000000000012 -0.072054999999999994 -1.0000000180025095e-35 0.018630000000000004 -0.23029499999999997 0.085845000000000019 0.11964500000000002 -0.089549999999999991 -0.10946999999999998
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 10 -6 8 -8 9 12 -3 13 -2 15 -15 -12 -14
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 11 -13 16 14 -16 -17 -18
leaf_value=-0.00019378385645123572 7.7387170017020125e-05 0.004090945178664462 0.0042973700107392957 0.00038018545556071161 0.0062174466259800184 0.002675072078238732 0.0019243443852714451 -0.001582587926474087 -0.00018928748394478779 0.0039593782265158967 0.0030848731843545027 0.00028741531127831471 0.0031338740266272846 0.0026959644036885382 0.0011617748299937954 0.0013385367727179695 0.0015539058510071102
leaf_weight=62 52 67 71 69 52 54 92 84 53 62 68 56 70 1087 72 199 89
leaf_count=62 52 67 71 69 52 54 92 84 53 62 68 56 70 1087 72 199 89
internal_value=0 0.00227351 0.0016522 0.00247994 0.00256741 0.00441394 0.00127785 0.000249917 0.00183244 0.00222537 0.00244098 0.0023663 0.00171529 0.00244786 0.00260076 0.00178373 0.00225022
internal_weight=0 2297 573 1724 1655 106 502 176 326 273 1549 1482 211 1426 1159 267 159
internal_count=2359 2297 573 1724 1655 106 502 176 326 273 1549 1482 211 1426 1159 267 159
is_linear=0
shrinkage=0.0109455


Tree=1680
num_leaves=16
num_cat=0
split_feature=2 12 2 2 14 2 0 12 2 0 0 0 47 0 43
split_gain=160.517 90.7874 23.6528 22.6862 19.581 16.8473 16.8019 14.0297 13.2745 8.23124 5.89858 4.86702 4.47418 2.96592 1.80726
threshold=0.12454500000000002 -0.070844999999999977 0.16394500000000004 0.106285 0.062655000000000016 -1.0000000180025095e-35 -0.084114999999999981 0.087245000000000003 -0.007134999999999999 -0.016419999999999997 -0.10946999999999998 -0.14216999999999999 0.09550500000000002 -0.041074999999999993 -0.0088849999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 8 -1 -2 -5 -3 10 11 -10 -12 -8 -9
right_child=2 3 -4 7 -6 -7 13 14 9 -11 12 -13 -14 -15 -16
leaf_value=0.00087555928189348667 0.00066486254727179646 0.0023250655345804115 -0.00011611608212436449 0.0020852343388148265 0.0048065977202210097 0.0023336934357823633 0.002503096301585574 0.0029637297447011532 0.0033530302975376355 0.0041776148317963528 0.003572770107742004 0.0024485015584706756 0.003086490585513722 0.0017668255847384017 0.0034624701400862426
leaf_weight=80 63 53 54 98 65 98 66 82 92 101 1207 52 116 57 82
leaf_count=80 63 53 54 98 65 98 66 82 92 101 1207 52 116 57 82
internal_value=0 0.00328979 0.00125648 0.00343701 0.00353732 0.00167849 0.00165511 0.00279142 0.0034864 0.00352564 0.00348074 0.00302657 0.00353015 0.0021621 0.00321325
internal_weight=0 2126 240 1948 1686 178 186 262 1621 1568 1467 144 1323 123 164
internal_count=2366 2126 240 1948 1686 178 186 262 1621 1568 1467 144 1323 123 164
is_linear=0
shrinkage=0.00235659


Tree=1681
num_leaves=26
num_cat=0
split_feature=12 2 42 133 16 15 42 16 13 16 475 16 2 47 12 47 12 43 133 12 1447 2 1429 15 16
split_gain=95.1284 55.8656 21.3642 14.7657 12.7053 8.20924 8.19895 6.50374 4.755 4.49482 3.75182 2.95074 4.6963 2.19329 5.24317 4.91435 2.09261 1.62857 3.04242 2.37965 2.85154 2.22851 1.42029 1.23346 0.938916
threshold=-0.024179999999999997 0.11701500000000002 -0.0043149999999999994 0.0024650000000000006 -0.073309999999999986 -0.014614999999999998 0.081180000000000016 -0.50884499999999988 -0.11122999999999998 -0.093079999999999982 -0.07550999999999998 0.081265000000000018 0.10028500000000001 0.07813500000000001 0.082165000000000016 0.09550500000000002 0.10222500000000002 0.043850000000000007 -0.42189999999999994 0.083785000000000012 -0.080289999999999986 0.084995000000000015 0.083985000000000018 0.11354000000000002 -0.0043999999999999994
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=2 5 -1 4 -3 7 8 -2 -4 -8 22 17 -13 14 -12 -15 -16 19 -19 21 -21 -7 -9 -22 -17
right_child=1 3 6 -5 -6 11 9 10 -10 -11 13 12 -14 15 16 24 -18 18 -20 20 23 -23 -24 -25 -26
leaf_value=0.0025313629838003234 0.0018702002106321155 0.00051745031049754762 0.0010826077228796136 0.0025536354579573286 0.0018594907480340604 0.0029638455863048941 0.0010146760075869438 0.0028407108714078961 0.00016530208429663712 0.0019507029028323264 0.001909322201909702 0.003659014653004721 0.0028502382481728422 0.0033516860674554787 0.0027648750652961209 0.002739175849819525 0.0022805561955471614 0.0031727578884632058 0.0024695283401098777 0.0024593309106494777 0.0030114120817539879 0.0036551156598750769 0.003346084243336401 0.0026799368777055328 0.0023159954435711103
leaf_weight=63 54 76 57 64 81 53 62 64 70 53 63 85 76 68 231 70 64 52 102 67 553 52 62 72 52
leaf_count=63 54 76 57 64 81 53 62 64 70 53 63 85 76 68 231 70 64 52 102 67 553 52 62 72 52
internal_value=0 0.002719 0.0013087 0.00159922 0.00121 0.00285348 0.000990299 0.00265862 0.000577204 0.00144628 0.00272175 0.00298103 0.00327739 0.00263712 0.00252788 0.00284284 0.00265989 0.00293083 0.00270715 0.00297402 0.00292354 0.00330643 0.00308959 0.00297327 0.00255901
internal_weight=0 2061 305 221 157 1840 242 728 127 115 674 1112 161 548 358 190 295 951 154 797 692 105 126 625 122
internal_count=2366 2061 305 221 157 1840 242 728 127 115 674 1112 161 548 358 190 295 951 154 797 692 105 126 625 122
is_linear=0
shrinkage=0.00235659


Tree=1682
num_leaves=22
num_cat=0
split_feature=1 1 39 2 2 1 2 1 0 0 2 0 15 1 16 50 0 16 15 1 16
split_gain=264.418 45.9369 22.4238 22.064 17.3085 14.121 10.9984 7.34923 12.6249 7.04126 6.31886 5.86337 4.41272 3.75305 2.75665 2.57437 2.83473 2.42714 0.893282 0.776748 0.606192
threshold=0.10678500000000002 0.13630500000000004 0.081875000000000017 0.10981000000000002 -1.0000000180025095e-35 0.093595000000000025 0.106285 0.089625000000000024 -0.095584999999999989 -0.13513499999999998 0.13880500000000004 -0.037224999999999994 -0.075694999999999985 0.081315000000000012 0.41484500000000007 0.11690000000000002 -0.079249999999999987 -0.0087049999999999992 -0.021179999999999997 0.11663000000000003 -0.053214999999999991
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=2 3 6 4 -2 -4 7 9 -9 13 -3 15 19 -1 17 16 -11 -8 -10 -5 -20
right_child=1 10 5 12 -6 -7 14 8 18 11 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.0051043085046004136 0.0014194446815989263 0.00075859156224596352 0.0035577996665281672 0.00073228858992066027 0.003378007137156538 0.0015927936848254734 0.0032894600876937374 0.0023404930866579459 0.0034507421933899799 0.0039448153899532485 -0.00046690701208422589 0.0046236902602310127 0.0018970701982653551 0.0040860139520056205 0.0036805033323751425 0.0032486291900110991 0.0035448413727028937 0.0025685622617972986 0.0036808423715208854 0.0011833166872671763 0.0040104360762374409
leaf_weight=60 52 54 53 53 102 59 92 59 53 868 79 81 61 52 68 52 162 59 80 66 101
leaf_count=60 52 54 53 53 102 59 92 59 53 868 79 81 61 52 68 52 162 59 80 66 101
internal_value=0 0.00140299 0.00372219 0.00194945 0.00271687 0.00252293 0.00379734 0.00387839 0.00348324 0.00396917 3.04422e-05 0.00390533 0.00129272 0.00463179 0.00321693 0.00385153 0.00388194 0.00300798 0.00377124 0.000982686 0.00386492
internal_weight=0 467 1899 334 154 112 1787 1568 293 1275 133 1163 180 112 219 1082 1030 151 234 119 181
internal_count=2366 467 1899 334 154 112 1787 1568 293 1275 133 1163 180 112 219 1082 1030 151 234 119 181
is_linear=0
shrinkage=0.00276112


Tree=1683
num_leaves=17
num_cat=0
split_feature=1 40 15 2 3 42 12 1 50 1 480 40 0 1 3 50
split_gain=12.5995 4.95799 3.97396 3.28547 1.99034 4.17461 1.67462 1.61779 1.59466 1.52239 1.51674 1.49137 2.08667 1.42884 1.48858 1.19027
threshold=0.10678500000000002 -0.083564999999999987 -0.092729999999999993 0.11941000000000002 -0.14443999999999999 0.077855000000000021 -0.085209999999999994 0.099850000000000008 0.12045500000000002 0.11646000000000002 0.08976000000000002 -0.041534999999999996 -0.10417499999999999 0.089625000000000024 -0.055389999999999988 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 11 9 5 -1 -6 8 10 -4 13 -3 -13 14 -8 -15
right_child=1 2 3 -5 6 -7 7 -9 -10 -11 -12 12 -14 15 -16 -17
leaf_value=0.0021894153853929811 -0.0016780832600791894 0.0014698377918921832 0.0034627410847411994 0.00029813639864651283 0.0011036079213076885 0.0052457679512459172 0.0022409335582348569 0.0036545022986725476 0.00090490119295882866 0.0016387295509077522 0.0035504944887023216 0.00084000214150853076 -0.0011645313755849925 0.0010416128858499972 0.0031751740336322157 0.002386849897012626
leaf_weight=93 56 53 78 64 93 52 1115 63 64 61 69 74 81 125 144 81
leaf_count=93 56 53 78 64 93 52 1115 63 64 61 69 74 81 125 144 81
internal_value=0 0.000730371 0.00105875 0.00191784 0.002313 0.00328612 0.00223251 0.00229566 0.00224203 0.00266294 0.00229775 0.000219878 -0.000206934 0.00223869 0.00234786 0.00157101
internal_weight=0 467 411 203 1899 145 1754 1661 1598 139 1534 208 155 1465 1259 206
internal_count=2366 467 411 203 1899 145 1754 1661 1598 139 1534 208 155 1465 1259 206
is_linear=0
shrinkage=0.00863042


Tree=1684
num_leaves=14
num_cat=0
split_feature=4 39 376 4 13 15 4 41 148 49 15 51 15
split_gain=10.3424 4.57787 6.08437 4.61568 3.26885 2.93666 3.34129 2.54781 1.78843 1.83326 2.35285 1.17159 0.194816
threshold=0.30163500000000004 0.085495000000000015 0.083470000000000016 -0.5093899999999999 -0.16392499999999996 -0.41606999999999994 0.51400500000000016 1.0000000180025095e-35 -0.07546499999999999 0.11530000000000001 -0.065599999999999978 -0.22361999999999996 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -2 8 -6 11 -11 -10 -7
right_child=5 2 -4 4 7 12 -8 -9 9 10 -12 -13 -14
leaf_value=0.005124707845311563 0.0024411283014598678 0.0019715053661796609 -0.0022734249104427394 0.00011243742651870292 0.0039864837529374388 -0.0017210768349975162 -0.00056642919094649063 0.0042785174535604278 0.0035378449373688284 0.0024482800725041881 -0.00051023369641357375 0.0022062918870350608 -0.00083971772256166515
leaf_weight=58 75 99 53 72 58 52 76 65 71 53 57 1525 52
leaf_count=58 75 99 53 72 58 52 76 65 71 53 57 1525 52
internal_value=0 0.00218206 0.000490655 0.00231324 0.00222741 2.56895e-05 0.000926676 0.00231061 0.00223803 0.00217853 0.000914251 0.0022656 -0.00128144
internal_weight=0 2111 152 1959 1901 255 151 1829 1764 1706 110 1596 104
internal_count=2366 2111 152 1959 1901 255 151 1829 1764 1706 110 1596 104
is_linear=0
shrinkage=0.0101119


Tree=1685
num_leaves=19
num_cat=0
split_feature=1 0 157 1 1 47 1 1375 0 0 0 43 48 49 12 1210 157 15
split_gain=5.2299 3.07834 2.30114 2.34186 4.01331 2.71127 2.1367 1.94489 2.35062 2.91353 1.69199 3.4457 1.5391 1.43732 1.11291 1.65949 1.23745 0.785643
threshold=0.10538500000000002 0.040035000000000008 -0.074309999999999987 0.10797500000000002 0.11230000000000001 0.11939500000000002 0.081755000000000008 -0.066804999999999989 -0.14216999999999999 -0.10653 -0.10417499999999999 -0.0090499999999999973 0.084485000000000018 -0.076494999999999994 0.090465000000000004 -0.062539999999999984 -0.07686999999999998 -0.40312499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 -5 10 -3 -1 12 -10 -6 17 -9 -11 16 -16 -15 -12
right_child=2 6 3 4 5 -7 -8 8 9 13 11 -13 -14 14 15 -17 -18 -19
leaf_value=8.7382031854003035e-05 -0.0012756260647801886 -0.00085631801652287704 -0.00096478688968290203 0.002941217291966153 0.0010882096000423152 0.0020703687127217995 0.0012687693542797372 0.0032102645973217936 -0.00036688804096332833 0.0026990846605356822 -0.00018327517122217123 -0.0019143779479338188 0.0014015376622723802 0.0025323716570583238 -0.00021060511090974674 0.0013459372428472117 0.0015539547127264414 0.0012426560005863354
leaf_weight=69 53 72 60 59 90 66 69 101 62 76 56 67 54 113 56 562 666 59
leaf_count=69 53 72 60 59 90 66 69 101 62 76 56 67 54 113 56 562 666 59
internal_value=0 0.00141069 0.000426113 0.000623671 0.000863973 0.000501104 0.000182965 0.00150905 0.00156704 0.00146462 0.000119988 -0.000358297 0.00258072 0.00154177 0.00147875 0.00120474 0.001696 0.000547488
internal_weight=0 1900 510 457 397 338 141 1759 1690 1535 272 182 155 1473 1397 618 779 115
internal_count=2410 1900 510 457 397 338 141 1759 1690 1535 272 182 155 1473 1397 618 779 115
is_linear=0
shrinkage=0.00863042


Tree=1686
num_leaves=18
num_cat=0
split_feature=1 3 52 158 3 0 3 13 52 3 0 481 12 15 52 52 12
split_gain=3.74134 2.48784 3.18704 2.40042 3.88296 2.03423 2.2699 1.80484 4.39811 1.6286 1.45297 1.31693 1.55914 1.19344 1.37172 1.1701 1.22833
threshold=0.10322500000000003 -0.14070999999999997 0.12431000000000002 0.081640000000000018 -0.065464999999999982 0.040035000000000008 0.096440000000000012 -0.11122999999999998 -1.0000000180025095e-35 -0.12595999999999999 -0.049464999999999988 -0.086484999999999992 0.091475000000000015 0.090545000000000014 0.084755000000000011 -0.40011499999999994 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 10 -6 -9 -7 11 -1 13 14 -13 -14 -17
right_child=1 2 -4 -5 7 9 -8 8 -10 -11 -12 12 15 -15 -16 16 -18
leaf_value=0.00018616549445416188 0.001540081012026896 -0.0019427200911276408 0.0017007511855262913 -0.0017103456249778792 0.0015774254797744913 -0.0010028091328716363 -0.00039821290047917972 0.0012621073696796952 -0.0012655139266582222 0.00091261344366544764 0.0026099054012275725 0.0016111460983479744 -0.00020587223682144693 0.0023680991642017904 0.0009310910725700577 -0.00012599058885550416 0.0012012857669125836
leaf_weight=80 101 54 72 61 76 52 58 100 90 74 54 602 57 93 310 54 422
leaf_count=80 101 54 72 61 76 52 58 100 90 74 54 602 57 93 310 54 422
internal_value=0 0.000362749 0.000100058 -0.000202203 8.50105e-05 0.00113981 0.00121393 0.000496988 6.4347e-05 0.000121419 0.0012699 0.00122513 0.00127911 0.0014716 0.00138008 0.000915999 0.00105053
internal_weight=0 554 453 381 320 1856 1730 266 190 126 1672 1618 1538 1005 912 533 476
internal_count=2410 554 453 381 320 1856 1730 266 190 126 1672 1618 1538 1005 912 533 476
is_linear=0
shrinkage=0.00829529


Tree=1687
num_leaves=17
num_cat=0
split_feature=128 2 51 15 15 12 3 148 15 2 16 52 2 52 16 3
split_gain=2.09288 2.05968 2.19388 3.61233 4.49519 1.84495 1.56459 1.44081 1.54685 2.63995 1.73719 1.06635 1.12527 1.40877 3.48321 0.963792
threshold=0.084155000000000021 0.11500500000000001 0.07955000000000001 0.03981500000000001 -0.077134999999999995 0.077755000000000005 0.11372500000000001 -0.043434999999999994 -0.2987999999999999 -0.013254999999999998 -0.083479999999999985 0.12469000000000001 0.12190500000000001 -0.066959999999999978 -0.16238499999999997 -0.088654999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 7 -1 -9 -10 -11 12 -3 -14 -15 -2
right_child=15 11 3 -5 -6 -7 -8 8 9 10 -12 -13 13 14 -16 -17
leaf_value=-0.00026544997562789717 0.001262488080185658 -0.00091304139091576695 -0.00093576423226110581 0.0018731270998300733 -0.0028458397279004771 0.001348678541714558 0.0026096602105534256 -0.00050851294493613588 0.0032717991136939975 0.0016172039494721164 0.00086961091440394161 0.0013346832629582838 0.0014864621777490247 0.00099889983601854338 -0.0021460891689347051 0.0027117602210388588
leaf_weight=73 89 95 55 79 55 77 60 52 52 396 987 60 66 83 52 79
leaf_count=73 89 95 55 79 55 77 60 52 52 396 987 60 66 83 52 79
internal_value=0 0.000841397 0.000966888 0.000164419 -0.000556898 0.000396057 0.00109859 0.0010404 0.00110458 0.00116311 0.00108375 0.000176294 -5.81711e-05 0.000345366 -0.00021175 0.0019446
internal_weight=0 2242 1886 266 187 132 1620 1560 1487 1435 1383 356 296 201 135 168
internal_count=2410 2242 1886 266 187 132 1620 1560 1487 1435 1383 356 296 201 135 168
is_linear=0
shrinkage=0.00952868


Tree=1688
num_leaves=20
num_cat=0
split_feature=149 1 402 157 42 474 13 13 1 3 13 3 402 483 3 402 1212 403 3
split_gain=3.09653 2.89514 2.16457 2.55322 3.29388 2.44969 2.28002 2.55344 1.59241 1.63749 1.24198 1.18139 1.0633 1.20535 0.907744 0.711176 1.26964 0.668184 0.623996
threshold=0.079625000000000015 0.077800000000000022 0.0096550000000000021 -0.079594999999999985 -0.062334999999999995 0.085020000000000012 -0.10899499999999999 -0.39067499999999994 0.093505000000000019 -0.015069999999999998 -0.10477499999999999 -0.069999999999999993 -0.014954999999999998 -0.091839999999999991 -0.027864999999999997 0.11191000000000001 0.087685000000000013 -0.43215499999999996 -0.082254999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 -3 7 -6 11 -10 -1 -8 17 -14 15 16 -15 -12 -19
right_child=-2 2 -4 4 6 -7 8 -9 9 -11 12 -13 13 14 -16 -17 -18 18 -20
leaf_value=0.0026247837456706861 0.0031216190637136437 0.00051104825024980748 -0.0010722924630803081 0.0025342143082648831 0.00055284351756926882 -0.0025834192619687349 0.00089558841032053179 -0.0023962048058453955 0.00094413845298420437 -0.00028172034567980299 0.00079989414652150564 0.0025187511975054821 0.0022200943875435386 0.00091824179188027552 -0.00051662582017187578 0.0018754096001968948 -0.00058394239799617166 0.0028819125124762805 0.0014629317544980734
leaf_weight=55 61 57 99 94 69 52 132 57 260 209 56 75 69 744 52 71 65 64 69
leaf_count=55 61 57 99 94 69 52 132 57 260 209 56 75 69 744 52 71 65 64 69
internal_value=0 0.000767147 0.000382468 0.000525882 0.000707276 -0.000964201 0.000493009 -0.000780376 0.000730519 0.000397625 0.00110817 0.00148422 0.00103798 0.000903788 0.000806218 0.000884511 0.000797411 0.00174814 0.00214658
internal_weight=0 2349 1104 1005 896 109 802 126 676 469 1245 207 1190 1001 932 880 809 189 133
internal_count=2410 2349 1104 1005 896 109 802 126 676 469 1245 207 1190 1001 932 880 809 189 133
is_linear=0
shrinkage=0.0103142


Tree=1689
num_leaves=24
num_cat=0
split_feature=1 4 16 2 2 15 48 52 42 156 1 16 1 1 52 11 4 48 483 15 15 15 43
split_gain=148.572 22.3977 15.8572 14.0213 12.6404 7.25581 5.98172 5.81223 3.7291 4.70857 7.03411 6.03287 3.62456 3.1018 3.93402 5.57855 2.9004 3.17665 2.86915 2.15807 2.08748 1.66584 1.43753
threshold=0.10538500000000002 0.41181500000000004 0.50597000000000014 0.099675000000000014 0.10045500000000002 -0.41606999999999994 -0.078084999999999974 -0.032354999999999988 -0.080249999999999988 1.0000000180025095e-35 0.096035000000000023 -1.0000000180025095e-35 0.13075500000000004 0.08956500000000002 0.40945500000000007 0.077290000000000011 -0.07928499999999998 0.084725000000000009 -0.041389999999999989 -0.023464999999999996 0.095545000000000005 0.093505000000000019 0.0045450000000000013
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 4 6 -2 12 -1 -6 -5 10 11 22 -3 14 15 18 -15 21 -8 -13 -20 -18 -10
right_child=1 5 -4 8 7 -7 13 -9 9 -11 -12 19 -14 16 -16 -17 17 -19 20 -21 -22 -23 -24
leaf_value=0.0026526577976503391 0.0026286267494016564 0.0018860865007569653 0.0032757853270926726 0.0034548154757026565 0.0010360238381263234 0.00047566594061844295 0.0039745553501325465 0.0020161187224941876 0.0034886932541074653 0.0034235660604063057 0.0018519001853103344 0.0027448066916772739 0.0010968936335623819 0.0026505190533154541 0.0028765799631645023 0.0042778386552221976 0.0036840092709885478 0.0027621710078286933 0.0034552668919645246 0.0020481698787799233 0.0029559059289972684 0.0031975149417348908 0.002944052174854858
leaf_weight=66 91 66 65 54 83 65 62 65 57 54 56 55 75 52 65 53 92 52 932 53 54 81 62
leaf_count=66 91 66 65 54 83 65 62 65 57 54 56 55 75 52 65 53 92 52 932 53 54 81 62
internal_value=0 0.00177842 0.00220147 0.00326894 0.00190918 0.00115398 0.00337624 0.00146665 0.00285473 0.0027585 0.0026315 0.00282371 0.00146649 0.00340932 0.00346497 0.00349969 0.00317497 0.00329606 0.00346031 0.00240318 0.00342795 0.00345638 0.00320515
internal_weight=0 510 304 1900 239 206 1509 148 391 337 283 227 141 1443 1166 1101 277 225 1048 108 986 173 119
internal_count=2410 510 304 1900 239 206 1509 148 391 337 283 227 141 1443 1166 1101 277 225 1048 108 986 173 119
is_linear=0
shrinkage=0.0024518


Tree=1690
num_leaves=10
num_cat=0
split_feature=1 448 12 13 16 12 1427 13 150
split_gain=3.17354 2.50697 1.85681 2.33191 1.69993 1.81115 2.06369 1.94071 1.86156
threshold=0.14787500000000001 -0.052389999999999999 -0.10236499999999998 -0.16392499999999996 -0.51433499999999988 -0.084509999999999988 1.0000000180025095e-35 -0.012279999999999998 0.10918000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 8 -6 -7
right_child=-2 2 3 4 5 6 -8 -9 -10
leaf_value=-0.00076515174488850628 -0.0015273838087728846 0.0028101643665567359 -0.00068384675560876338 0.0025234893167502613 0.00092060484411767506 0.0010052083173352868 0.0026486302442155466 -0.0017377598243147302 -0.00085050459451023789
leaf_weight=88 56 55 88 72 61 1763 76 52 57
leaf_count=88 56 55 88 72 61 1763 76 52 57
internal_value=0 0.000908102 0.000974358 0.000927757 0.00099596 0.000941161 0.0010153 -0.000301758 0.000947031
internal_weight=0 2312 2224 2169 2081 2009 1896 113 1820
internal_count=2368 2312 2224 2169 2081 2009 1896 113 1820
is_linear=0
shrinkage=0.0101119


Tree=1691
num_leaves=13
num_cat=0
split_feature=10 48 41 3 48 13 4 3 52 3 3 4
split_gain=2.9415 2.22402 3.33799 2.47538 2.37253 2.14084 2.13019 4.51221 4.22007 2.87891 2.11087 1.17176
threshold=-0.088499999999999981 0.093265000000000015 0.075585000000000013 0.12745000000000004 0.09858500000000002 -0.10099999999999999 -0.21586499999999997 -0.14619999999999997 -0.15824499999999997 -0.0098449999999999979 -0.076899999999999982 0.012315000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 -2 8 -8 -7 -9 -6 -12
right_child=1 4 -4 -5 10 6 7 9 -10 -11 11 -13
leaf_value=-0.0014023812238481686 -0.0012695401978877639 -0.0019314505380805898 0.0027368472596312138 0.0023265283155740422 0.0016435924804009937 0.00014694577969988592 -0.002189907906001412 0.00090229907121389054 0.003708335169336485 -0.00037804366952232424 0.00048816068407519082 -0.0015319622681941778
leaf_weight=64 53 56 89 96 78 64 53 1439 67 196 59 54
leaf_count=64 53 56 89 96 78 64 53 1439 67 196 59 54
internal_value=0 0.000751723 0.000858462 0.000773461 -0.00013676 0.00069376 0.000751022 0.000656419 0.00196923 0.00074875 0.000388878 -0.000476271
internal_weight=0 2304 2057 1968 247 1872 1819 1688 131 1635 191 113
internal_count=2368 2304 2057 1968 247 1872 1819 1688 131 1635 191 113
is_linear=0
shrinkage=0.00991364


Tree=1692
num_leaves=23
num_cat=0
split_feature=15 3 3 147 48 376 15 0 41 15 0 160 3 0 15 16 3 12 42 12 3 0
split_gain=93.8076 51.8092 24.0216 15.7644 18.1529 9.83908 6.54718 5.24503 4.93101 2.9953 2.97371 4.65452 2.71546 3.74168 4.15336 2.17946 2.08007 3.46938 2.57759 1.66621 1.34825 0.678666
threshold=-0.2987999999999999 -0.049204999999999992 0.31343500000000007 1.0000000180025095e-35 0.093265000000000015 0.049360000000000008 -0.46319999999999995 -0.15385999999999997 0.079300000000000009 -0.025694999999999999 -0.076209999999999986 -0.060309999999999996 -0.13088999999999998 -0.097074999999999981 -0.097984999999999989 0.0060650000000000009 -0.24154499999999998 0.093840000000000021 0.11457500000000002 0.083785000000000012 -0.081224999999999978 -0.067094999999999988
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=6 8 3 4 5 7 -1 -3 10 -9 12 -12 -2 14 -14 19 -13 21 -19 -15 -17 -18
right_child=1 2 -4 -5 -6 -7 -8 9 -10 -11 11 16 13 15 -16 20 17 18 -20 -21 -22 -23
leaf_value=0.001844565237423462 0.0042855264888550307 0.0043251930260243439 0.0010247418611680945 0.0015552411900609658 0.0020984110404370033 0.0024298448415349429 0.00080745939557547945 0.0037309536703908656 0.0029257268437415905 0.0030692919047018022 0.0028945578320439171 0.0031635664100089778 0.0038446140481772418 0.004234295484525908 0.0028846454327257865 0.0036822740021047718 0.0038570451152846437 0.0036624894670213167 0.003002673047611655 0.0037697338981868634 0.0031257374673712272 0.0042815672105181099
leaf_weight=95 57 54 53 54 101 60 73 94 65 93 77 63 52 57 75 65 54 154 55 808 56 53
leaf_count=95 57 54 53 54 101 60 73 94 65 93 77 63 52 57 75 65 54 154 55 808 56 53
internal_value=0 0.00341148 0.00268351 0.00287624 0.00305362 0.00337405 0.00139408 0.003609 0.00363059 0.00340204 0.00365875 0.0034796 0.00372855 0.0037 0.00327792 0.00375433 0.00359839 0.00368499 0.00348899 0.00380038 0.00342493 0.00406758
internal_weight=0 2200 509 456 402 301 168 241 1691 187 1626 456 1170 1113 127 986 379 316 209 865 121 107
internal_count=2368 2200 509 456 402 301 168 241 1691 187 1626 456 1170 1113 127 986 379 316 209 865 121 107
is_linear=0
shrinkage=0.00260187


Tree=1693
num_leaves=11
num_cat=0
split_feature=148 151 4 4 13 3 16 4 4 1375
split_gain=3.59175 4.3643 2.88794 2.35247 1.88137 1.40177 1.65567 1.44021 3.56253 1.4245
threshold=-1.0000000180025095e-35 -0.081864999999999979 0.51326500000000019 -0.51925499999999991 -0.16392499999999996 0.097710000000000005 -0.51287499999999986 -0.13833499999999996 -0.21586499999999997 0.071870000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6 8 -8 -9
right_child=2 -3 -4 4 5 -7 7 9 -10 -11
leaf_value=0.00068526947358591567 0.0028213019279727043 -0.0028868331356009156 -0.00084924414807189316 -0.00043550484824478737 0.0024483155070634342 0.0020102020154981752 0.00094785585651631572 0.00092995010711755216 -0.0020666820618562868 -0.0002642906625216663
leaf_weight=70 53 52 88 98 54 93 100 1616 52 92
leaf_count=70 53 52 88 98 54 93 100 1616 52 92
internal_value=0 -0.000836449 0.000809028 0.000876696 0.000827687 0.000889417 0.000834907 0.000788012 -8.27774e-05 0.000865565
internal_weight=0 122 2246 2158 2105 2007 1914 1860 152 1708
internal_count=2368 122 2246 2158 2105 2007 1914 1860 152 1708
is_linear=0
shrinkage=0.00934185


Tree=1694
num_leaves=21
num_cat=0
split_feature=1 52 2 52 124 2 3 2 4 3 3 1 4 52 1 51 133 4 1 42
split_gain=150.297 35.5157 20.2639 13.9793 12.9157 8.51445 7.32658 5.13025 4.89866 4.7535 5.92573 3.53848 3.42522 3.84163 2.65242 2.61414 2.60276 2.56223 5.41272 0.979417
threshold=0.10335000000000001 -0.41304999999999997 0.13880500000000004 0.12492500000000002 -0.076164999999999983 0.12358500000000001 -0.036004999999999988 -0.0050599999999999994 -0.085574999999999984 0.08734500000000002 -0.029309999999999996 0.14262000000000002 0.054560000000000004 0.0029250000000000005 0.11224000000000002 0.0089800000000000019 0.082925000000000013 -0.15238499999999996 0.081540000000000015 -0.078649999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 -1 8 -3 -8 16 10 12 -4 15 -14 -9 -10 17 18 -6 -19
right_child=1 2 11 -5 5 -7 7 14 9 -11 -12 -13 13 -15 -16 -17 -18 19 -20 -21
leaf_value=0.002362935757585837 0.0035614615709432117 0.0022795217255114236 0.0010541275003569557 0.003094023157807305 0.0027615616842878821 0.0024371658424176094 0.00081637937443619331 0.001271825291514681 0.0035029419421040231 0.0026442051548150802 0.0042490453698265668 0.00015180388908940333 0.0026322638998957878 0.0034988906747043563 0.002002863075725711 0.0031356639860512002 0.004201755771869136 0.0037093839012956303 0.0038550804309722192 0.0041803093791624819
leaf_weight=78 71 94 68 56 55 55 68 59 955 53 59 52 78 63 79 154 73 76 70 52
leaf_count=78 71 94 68 56 55 55 68 59 955 53 59 52 78 63 79 154 73 76 70 52
internal_value=0 0.00184452 0.00158836 0.00190008 0.00339991 0.0034463 0.00167712 0.0014021 0.00347916 0.00341037 0.00344137 0.000663352 0.00340323 0.00301968 0.00169052 0.00345197 0.00376647 0.00364077 0.00337415 0.00390091
internal_weight=0 547 476 356 1821 1743 300 206 1688 1362 1309 120 1250 141 138 1109 326 253 125 128
internal_count=2368 547 476 356 1821 1743 300 206 1688 1362 1309 120 1250 141 138 1109 326 253 125 128
is_linear=0
shrinkage=0.00260187


Tree=1695
num_leaves=17
num_cat=0
split_feature=1 133 13 4 4 16 52 39 12 16 484 16 52 4 4 4
split_gain=4.17655 2.10992 2.2573 2.12085 3.49104 2.8356 2.41525 2.8796 1.9849 1.67518 1.61915 0.928082 0.473078 0.488605 0.391643 0.315362
threshold=0.15067500000000003 -0.080849999999999991 0.26482500000000003 -0.37626499999999991 -0.1075 0.41235500000000008 -0.084674999999999986 0.081875000000000017 -0.013764999999999998 0.25032500000000008 -0.087884999999999991 -0.057579999999999992 0.086400000000000018 -0.080164999999999986 -0.076344999999999982 -0.01712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 9 -5 6 10 -8 -1 -3 -6 12 13 -10 -14 -13
right_child=-2 2 -4 4 5 -7 7 -9 11 -11 -12 15 14 -15 -16 -17
leaf_value=0.0031859541086031429 -0.0019829563005609625 0.0028836238731616854 0.002629120309138663 -0.0015143853636742637 2.8818473613088873e-05 -0.0012012880724721401 0.00069922555797343974 -0.0007486275782802301 0.002588923431143665 0.00081471460172177909 0.0019945276129461542 0.00095682347594507251 0.00042550059879894412 0.0013950533996966315 0.0016230071853327612 -0.00011852009228898492
leaf_weight=56 54 68 56 80 52 81 1144 153 58 89 200 52 55 82 53 55
leaf_count=56 54 68 56 80 52 81 1144 153 58 89 200 52 55 82 53 55
internal_value=0 0.000805276 0.000667375 0.000608476 0.000507145 0.000606426 0.000701023 0.000528349 0.00145024 0.00171148 0.00158933 0.00117613 0.00150924 0.00189041 0.00101415 0.000403088
internal_weight=0 2334 1923 1867 1710 1630 1549 1297 411 157 252 355 248 140 108 107
internal_count=2388 2334 1923 1867 1710 1630 1549 1297 411 157 252 355 248 140 108 107
is_linear=0
shrinkage=0.00991364


Tree=1696
num_leaves=18
num_cat=0
split_feature=4 3 376 1 2 16 16 14 1 43 52 3 42 1456 50 1 16
split_gain=115.61 47.4799 19.1688 9.70147 9.47851 11.0556 12.163 8.44398 7.09957 4.69184 4.14699 3.81618 3.73635 2.56512 2.89405 1.84484 0.830543
threshold=0.40124500000000002 0.25468500000000005 0.048375000000000008 0.14566000000000004 0.099675000000000014 0.52822500000000006 -0.015159999999999998 0.076975000000000002 0.081315000000000012 -0.0068249999999999986 0.026115000000000003 0.092330000000000009 0.089235000000000023 -0.11085999999999999 0.083090000000000011 0.11869500000000001 -0.080419999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 7 6 10 11 12 -2 -6 13 -8 -1 -15 -11 -12
right_child=3 -3 -4 -5 5 -7 8 -9 -10 15 16 -13 -14 14 -16 -17 -18
leaf_value=0.0026665971653031537 0.0010393218917315557 0.00092137942538711264 0.0019794790142908148 0.00029026194005157612 0.002585506345945844 0.0037248919393561533 0.0019954761269028133 0.0040943374897745239 0.0014044970686026507 0.0020832624737315382 0.0035283427795548376 0.0025185864857100687 0.0028925601644657624 0.0031381102552100236 0.003405488695535495 0.0014630720505933489 0.0031059965427480095
leaf_weight=57 85 65 96 52 76 63 52 60 55 63 60 55 61 1058 320 54 56
leaf_count=57 85 65 96 52 76 63 52 60 55 63 60 55 61 1058 320 54 56
internal_value=0 0.00298528 0.0030501 0.0012353 0.00310218 0.0027764 0.00261034 0.00319107 0.00212804 0.00147845 0.00303223 0.00315468 0.00247997 0.00317904 0.00320022 0.00179724 0.00332468
internal_weight=0 2134 2069 254 1973 423 360 1550 168 202 192 1490 113 1435 1378 117 116
internal_count=2388 2134 2069 254 1973 423 360 1550 168 202 192 1490 113 1435 1378 117 116
is_linear=0
shrinkage=0.0024518


Tree=1697
num_leaves=22
num_cat=0
split_feature=1 52 1 52 2 14 0 47 43 0 43 0 52 0 48 1 0 0 1454 158 2
split_gain=151.713 38.8864 25.2643 18.0641 11.9556 12.2769 14.5965 8.24977 6.96157 6.8228 9.56047 5.79856 5.0428 9.76443 4.0992 3.35116 2.80235 1.81121 1.75761 1.8469 1.59688
threshold=0.10312500000000001 -0.41304999999999997 0.14787500000000001 0.12431000000000002 0.099675000000000014 0.062655000000000016 -0.11073999999999999 0.096475000000000019 -0.00013499999999999997 -0.076539999999999983 -0.081694999999999976 -0.026509999999999995 0.044705000000000002 -0.080689999999999984 0.082225000000000006 0.084525000000000003 -0.10417499999999999 -0.072174999999999975 0.074020000000000016 0.083065000000000014 0.092365000000000017
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=4 -2 3 7 5 6 -1 8 14 18 -11 12 13 -6 -3 -12 -10 -14 19 20 -8
right_child=1 2 -4 -5 11 -7 9 -9 16 10 15 -13 17 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0026669882878263313 0.0038712940265568773 0.00096290352617541583 0.00049281850070614214 0.0031193096948989394 0.0022051164585503687 0.0046572271718445177 0.0037394454157041023 0.0025956076807778388 0.0023185834203011107 0.0024650403183808559 0.0039041700065687362 0.0024790364618380262 0.0039251487465524135 0.0034706812687140885 0.0018120923093741669 0.0032366051301722528 0.0016474761224947302 0.0033408750586650447 0.0033209635282703343 0.0040915848743786109 0.0034104086613172876
leaf_weight=98 63 87 67 79 59 62 842 69 85 64 83 68 60 88 53 93 63 65 64 79 97
leaf_count=98 63 87 67 79 59 62 842 69 85 64 83 68 60 88 53 93 63 65 64 79 97
internal_value=0 0.00209063 0.00186755 0.00207875 0.00351549 0.00360886 0.00356307 0.00184841 0.00166931 0.00362948 0.00326193 0.00310843 0.00326568 0.00296291 0.00128457 0.00355157 0.00203308 0.00362153 0.00371098 0.00373547 0.00370548
internal_weight=0 566 503 436 1822 1482 1420 357 288 1322 240 340 272 147 140 176 148 125 1082 1018 939
internal_count=2388 566 503 436 1822 1482 1420 357 288 1322 240 340 272 147 140 176 148 125 1082 1018 939
is_linear=0
shrinkage=0.00240373


Tree=1698
num_leaves=25
num_cat=0
split_feature=4 3 3 2 2 3 4 2 16 123 4 475 3 4 4 2 482 52 3 3 16 51 16 52
split_gain=147.311 59.1597 29.7451 28.9552 17.7425 12.872 10.2939 8.04545 7.76246 7.60843 10.4101 4.31729 4.84549 3.97222 3.55753 2.47948 1.62504 2.79144 3.56324 2.70889 1.77865 1.15961 0.946355 0.74203
threshold=0.27287000000000006 -0.06340999999999998 0.30112000000000005 -0.0091949999999999983 0.10866500000000003 0.31400500000000003 -0.062804999999999986 0.095935000000000006 -0.0043999999999999994 0.085740000000000011 0.50373500000000015 -0.060699999999999997 -0.097224999999999992 0.0034000000000000007 0.0082450000000000006 0.091595000000000024 0.089745000000000005 -0.092264999999999986 -0.08841499999999998 -0.12595999999999999 -0.0036549999999999998 -1.0000000180025095e-35 -0.123625 0.10347000000000002
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 7 3 -3 6 9 -5 14 -6 10 -2 -9 -13 -8 16 -15 17 18 -1 -19 -21 -14 -16 -23
right_child=5 2 -4 4 8 -7 13 11 -10 -11 -12 12 21 15 22 -17 -18 19 -20 20 -22 23 -24 -25
leaf_value=0.0043273370801893583 0.0022855851353239818 0.0008858242655903904 0.00062561736940516268 0.0038823518901859575 0.0026344307820643821 -5.2348036713824378e-05 0.0023707243965199109 0.0036202831538473899 0.0012757590047537274 0.00064809534051233687 0.00096884769293479884 0.0022737134223571329 0.0027188674780460795 0.003451666265694776 0.0031898089304624585 0.0027163133657570225 0.0030419901808435381 0.0028585675950954081 0.0034932917840441117 0.0034150013863695015 0.0038262588939692891 0.0033669767954126917 0.0027159315309620408 0.0029892677565733386
leaf_weight=53 83 60 60 83 52 52 80 53 58 69 74 76 56 64 60 57 63 54 92 818 76 63 53 79
leaf_count=53 83 60 60 83 52 52 80 53 58 69 74 76 56 64 60 57 63 54 92 818 76 63 53 79
internal_value=0 0.00306701 0.00231419 0.00253728 0.00278871 0.00109145 0.00312574 0.00330944 0.00191829 0.00135474 0.00166513 0.00295203 0.00282267 0.00281318 0.00340152 0.00310549 0.0034439 0.00346704 0.00379834 0.00341633 0.00344999 0.00303325 0.00296779 0.00315703
internal_weight=0 2110 514 454 394 278 284 1596 110 226 157 327 274 201 1269 121 1156 1093 145 948 894 198 113 142
internal_count=2388 2110 514 454 394 278 284 1596 110 226 157 327 274 201 1269 121 1156 1093 145 948 894 198 113 142
is_linear=0
shrinkage=0.00255085


Tree=1699
num_leaves=13
num_cat=0
split_feature=0 52 160 151 480 0 151 1453 1419 0 160 0
split_gain=2.02047 3.52057 4.20941 3.08985 2.23144 2.0621 1.46873 1.43742 1.58672 1.61474 0.972731 0.490002
threshold=-0.12608499999999997 0.089325000000000015 0.0039250000000000005 0.084350000000000008 -0.040684999999999992 0.15036000000000002 -0.029339999999999995 -0.057274999999999993 0.082370000000000013 -0.11169999999999998 0.097775000000000015 -0.15270499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -2 7 -1 -6 9 -9 -11 -8
right_child=3 -3 -4 -5 5 -7 11 8 -10 10 -12 -13
leaf_value=0.00029564905657511795 -0.0007547103868964782 0.0026121081904396924 0.0017355896968449637 0.003405735738825702 -0.00012019084466344014 -0.00066254986411191973 -0.0019531808455474759 0.0028908573807006439 0.0026777298324782675 0.0011433997649972637 0.0021228795202523376 -0.00075307922335241602
leaf_weight=74 54 56 88 57 66 52 67 53 74 1591 98 58
leaf_count=74 54 56 88 57 66 52 67 53 74 1591 98 58
internal_value=0 0.000426666 0 0.00121743 0.00115464 0.001208 -0.000767154 0.00125974 0.00130995 0.00125179 0.00120029 -0.00139715
internal_weight=0 343 287 2045 1988 1934 199 1882 1816 1742 1689 125
internal_count=2388 343 287 2045 1988 1934 199 1882 1816 1742 1689 125
is_linear=0
shrinkage=0.00952868


Tree=1700
num_leaves=22
num_cat=0
split_feature=0 16 16 2 49 51 0 0 0 15 16 34 15 0 49 2 15 160 159 160 402
split_gain=4.12189 3.92147 3.68131 2.34365 1.77841 1.74944 1.8436 3.48298 2.72309 1.5012 2.02499 1.36905 1.34625 1.05682 1.66806 1.36331 2.33146 1.48384 1.17981 1.38447 0.798173
threshold=0.0037850000000000002 0.022165000000000004 0.24579500000000001 0.10272000000000002 0.10383500000000001 0.11583000000000002 -0.07964499999999998 -0.10946999999999998 -0.14310999999999999 0.022565000000000005 0.057675000000000011 -1.0000000180025095e-35 -0.093124999999999986 -0.083554999999999977 0.08926000000000002 0.079570000000000016 -0.085064999999999988 -0.022594999999999997 -0.26307999999999993 0.05259500000000001 0.079485000000000014
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 -3 4 11 6 7 8 12 10 -8 -1 -5 14 15 16 -13 -17 -15 20 -20
right_child=1 2 -4 5 -6 -7 9 -9 -10 -11 -12 13 -14 18 -16 17 -18 -19 19 -21 -22
leaf_value=0.0026937431397414881 -0.0018323879277154702 0.0024357793260189262 -0.00055279314322450104 -0.0014565725355023815 0.0026065679599278279 0.002184989083745766 -0.00073516766726487942 -0.0024602504822773832 0.0020428150952646238 0.0023231120489209394 0.0014527285461448602 0.002026587769053173 0.00065224568757552134 0.0021847353674088635 9.1395572656550274e-05 0.0010944559846789105 -0.00036937704692609164 0.0021384008613066501 0.001071523791578564 -0.00072907043847153508 4.6489553344371674e-05
leaf_weight=59 88 68 91 62 96 56 70 52 62 59 93 72 53 60 81 196 82 377 440 54 86
leaf_count=59 88 68 91 62 96 56 70 52 62 59 93 72 53 60 81 196 82 377 440 54 86
internal_value=0 -0.000185916 0.000724686 0.00114073 0.00132295 0.000564402 0.000362946 -0.000248529 0.000400656 0.00099417 0.000512505 0.00124111 -0.00048378 0.00118185 0.00141575 0.00156316 0.000750141 0.00178149 0.000886385 0.000751894 0.00090413
internal_weight=0 247 159 2110 1603 507 451 229 177 222 163 1507 115 1448 808 727 154 573 640 580 526
internal_count=2357 247 159 2110 1603 507 451 229 177 222 163 1507 115 1448 808 727 154 573 640 580 526
is_linear=0
shrinkage=0.00971926


Tree=1701
num_leaves=11
num_cat=0
split_feature=1 3 11 40 40 40 14 1 484 1453
split_gain=3.51453 2.11813 8.5707 1.84743 1.38773 1.40256 1.14627 1.14231 1.39032 1.38757
threshold=0.14262000000000002 -0.15500999999999998 0.080705000000000013 -0.084709999999999994 -0.079179999999999987 -0.03549999999999999 -1.0000000180025095e-35 0.089790000000000023 -0.0080599999999999977 -0.068424999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7 9 -9 -8
right_child=-2 3 -4 4 5 6 7 8 -10 -11
leaf_value=-0.0029732549901432329 -0.0010772006344452805 -0.00053328609010374771 0.001444021243241249 0.0022026694246543182 -0.00032136970195607313 0.0021957999027082727 -0.00030356607452121441 0.0019495299737784474 0.00035755140862232544 0.0011306848656404116
leaf_weight=58 82 70 101 75 72 63 59 52 403 1322
leaf_count=58 82 70 101 75 72 63 59 52 403 1322
internal_value=0 0.000852258 -0.000166697 0.00092887 0.000978942 0.000932328 0.000979913 0.000938138 0.000539707 0.00106934
internal_weight=0 2275 159 2116 2046 1971 1899 1836 455 1381
internal_count=2357 2275 159 2116 2046 1971 1899 1836 455 1381
is_linear=0
shrinkage=0.00915867


Tree=1702
num_leaves=23
num_cat=0
split_feature=4 2 15 2 52 12 43 12 15 15 15 15 52 157 15 129 480 1204 157 52 12 2
split_gain=3.23515 2.84855 2.34603 2.05698 1.56634 2.58907 1.94458 1.39543 1.76357 2.57231 2.4682 2.21588 1.91569 1.42522 2.94306 1.05004 0.798119 0.679102 0.702616 0.646747 0.633988 0.38045
threshold=0.27161500000000005 0.11144000000000001 -0.41971499999999995 -0.011974999999999998 0.11483500000000001 0.085565000000000016 -0.084674999999999986 0.086700000000000013 0.085915000000000019 -0.027009999999999996 -0.077809999999999976 -0.088709999999999983 -0.00094999999999999989 -0.084639999999999979 0.016500000000000004 0.086095000000000019 0.088335000000000011 -0.082274999999999987 -0.06482499999999998 0.37486000000000003 -1.0000000180025095e-35 0.084360000000000004
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 20 -3 -1 7 -6 -7 8 9 10 11 -5 -10 -11 -15 16 17 -9 -19 -8 -2 -21
right_child=1 2 -4 4 5 6 19 15 12 13 -12 -13 -14 14 -16 -17 -18 18 -20 21 -22 -23
leaf_value=-0.00088171010672423022 0.0018493173241527217 0 -0.0027394035334499579 0.0020596041910289067 -0.0014008681294279787 -0.00092879309226433281 0.00046415228483269482 1.8139501873950242e-05 0.0012485197804741035 0.0020693167899929563 0.0041513876562476407 -0.00048026427716978197 0.0041313176463052929 -0.00098311035036083142 0.0013686548314469573 -0.00026828161639699658 -0.00032117658813396417 0.00018910307297502797 0.0012642890301800117 0.0012021446707019354 0.00016841180169556894 0.002387629817459829
leaf_weight=73 52 76 74 196 81 57 64 70 53 61 52 52 58 126 129 91 54 82 669 64 56 67
leaf_count=73 52 76 74 196 81 57 64 70 53 61 52 52 58 126 129 91 54 82 669 64 56 67
internal_value=0 -0.000375961 -0.00135218 0.000922542 0.00098761 0.000300909 0.000848372 0.00112261 0.00148505 0.00125586 0.00198194 0.00152658 0.0027559 0.00056618 0.000206148 0.000849719 0.000966124 0.00105094 0.00114705 0.00136845 0.000978819 0.00180935
internal_weight=0 258 150 2099 2026 333 252 1693 727 616 300 248 111 316 255 966 875 821 751 195 108 131
internal_count=2357 258 150 2099 2026 333 252 1693 727 616 300 248 111 316 255 966 875 821 751 195 108 131
is_linear=0
shrinkage=0.0109455


Tree=1703
num_leaves=19
num_cat=0
split_feature=1 52 1 39 1 14 52 3 3 1 3 3 42 16 3 3 16 52
split_gain=179.697 30.1356 20.1389 12.7232 13.9586 11.0038 7.53854 5.98859 5.36686 5.36155 5.61655 4.63368 4.10202 2.28738 2.54117 2.25403 1.71839 1.24272
threshold=0.10538500000000002 -0.24526499999999998 0.12541500000000003 0.081875000000000017 0.092655000000000015 0.062655000000000016 -0.023474999999999996 -0.031844999999999991 0.085315000000000016 0.14262000000000002 0.077930000000000013 -0.15315499999999996 0.11457500000000002 0.11346000000000002 -0.046989999999999997 -0.076554999999999998 -0.019749999999999993 -0.45478499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 5 -5 8 -3 -8 11 10 -4 -1 13 14 -13 -14 -10 -15
right_child=1 2 9 4 -6 -7 7 -9 16 -11 -12 12 15 17 -16 -17 -18 -19
leaf_value=0.0027165623007996344 0.0031762600546565985 0.0013205401767504273 0.0006668160306334453 0.0032602195499000525 0.001550678984104302 0.0042638643945359656 0.002603800929680281 0.001657803199224639 0.0024343021971266741 0.00032287285497108881 0.0017257723341091804 0.0033761560653122434 0.0032055552999980183 0.0033105635991899128 0.0039175831328050704 0.0025299988854685911 0.0030508291790137749 0.0028861067120725544
leaf_weight=76 64 94 64 59 52 66 87 70 54 75 53 1159 62 80 53 54 52 83
leaf_count=76 64 94 64 59 52 66 87 70 54 75 53 1159 62 80 53 54 52 83
internal_value=0 0.00163412 0.00141127 0.00324951 0.00245959 0.00329992 0.0018596 0.00218218 0.00326187 0.000825047 0.00114673 0.00329736 0.00332695 0.00336368 0.00339985 0.00289129 0.00273699 0.00309459
internal_weight=0 507 443 1850 111 1739 251 157 1673 192 117 1567 1491 1375 1212 116 106 163
internal_count=2357 507 443 1850 111 1739 251 157 1673 192 117 1567 1491 1375 1212 116 106 163
is_linear=0
shrinkage=0.00240373


Tree=1704
num_leaves=15
num_cat=0
split_feature=40 15 16 15 16 52 16 133 3 52 151 3 16 16
split_gain=2.26525 1.91722 4.25615 2.50489 2.04191 1.41746 2.58893 1.06078 0.981938 2.03334 1.59294 1.33977 1.31759 0.880691
threshold=-0.08440499999999998 -0.2987999999999999 -0.42004999999999992 -0.23001499999999997 -0.53299999999999992 0.095415000000000014 0.053535000000000006 0.10051500000000001 -0.14265999999999998 -0.029219999999999999 -0.088534999999999989 -0.10468499999999999 -0.0083249999999999973 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 8 7 13 9 -6 12 -12 -10 -7
right_child=1 3 -4 4 5 6 -8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.00065745682900548107 0.0014015400183140794 0.002559255224169841 -0.0014621127286734601 -0.00075805860881711384 0.00081417039524822165 0.00059971415581440185 -0.0012278025733879051 -0.00026307906979689184 0.00098107937637608106 0.0028974613878121548 -0.00054020635249693637 0.00079643327062104829 0.0027732797285470955 0.0017269010004260417
leaf_weight=90 66 55 85 64 95 212 64 76 68 52 56 1257 52 65
leaf_count=90 66 55 85 64 95 212 64 76 68 52 56 1257 52 65
internal_value=0 0.000710787 -0.000209852 0.000776527 0.00072891 0.000776609 0.000337468 0.000621513 0.000892452 0.00155173 0.000824759 0.000739356 0.00175845 0.000864543
internal_weight=0 2267 151 2116 2061 1997 417 353 1580 147 1433 1313 120 277
internal_count=2357 2267 151 2116 2061 1997 417 353 1580 147 1433 1313 120 277
is_linear=0
shrinkage=0.0084612


Tree=1705
num_leaves=9
num_cat=0
split_feature=3 3 457 43 1447 3 97 148
split_gain=2.34558 2.82688 2.37019 2.17527 1.73373 1.57363 1.65739 1.48156
threshold=0.30835000000000007 0.12991000000000003 0.10378500000000002 -0.50504499999999986 -0.085644999999999985 0.10323000000000002 -0.0047149999999999996 -0.082084999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=-0.0012266785137039771 -0.00081406225866953431 0.0032252491868069552 -0.0014185658188884732 0.0024200768556031228 -0.00093162315518746566 -0.00090029980663931157 0.0027443029031323199 0.00093995573302090821
leaf_weight=54 95 59 52 89 53 55 54 1854
leaf_count=54 95 59 52 89 53 55 54 1854
internal_value=0 0.000906403 0.000844473 0.000899032 0.000953617 0.000888821 0.000939059 0.000991082
internal_weight=0 2270 2211 2159 2105 2016 1961 1908
internal_count=2365 2270 2211 2159 2105 2016 1961 1908
is_linear=0
shrinkage=0.0107308


Tree=1706
num_leaves=30
num_cat=0
split_feature=12 15 12 13 16 133 156 3 3 3 12 0 0 16 16 12 16 3 484 15 484 133 3 0 394 16 16 0 12
split_gain=177.914 47.8201 37.4706 23.6855 22.6633 20.8406 13.0045 9.13757 7.69455 7.28067 5.96544 5.98878 5.75655 4.94026 4.80517 4.03119 2.97923 2.5446 1.80163 1.6953 1.91378 1.32427 1.22133 1.13925 1.10887 0.668077 1.31316 0.824641 0.365868
threshold=0.077755000000000005 -0.2987999999999999 0.10266500000000002 -0.00038499999999999998 -0.17699999999999996 -1.0000000180025095e-35 0.089725000000000013 -0.00094999999999999989 0.10703500000000001 -0.01435 0.086795000000000011 -0.096594999999999986 -0.074274999999999994 0.0014300000000000001 0.034535000000000003 -0.089089999999999989 -1.0000000180025095e-35 -0.13088999999999998 0.085845000000000019 0.083185000000000023 -1.0000000180025095e-35 -0.0089749999999999986 -0.080254999999999979 -0.11242999999999999 -0.073794999999999986 -0.073774999999999993 -0.038799999999999994 -0.077914999999999984 0.091200000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 10 5 -4 -3 8 -1 9 -5 14 23 -6 24 18 -7 -14 -15 19 20 -2 -21 28 -12 -13 27 -27 -26 -19
right_child=2 3 4 6 12 15 -8 -9 -10 -11 11 13 16 17 -16 -17 -18 22 -20 21 -22 -23 -24 -25 25 26 -28 -29 -30
leaf_value=0.00098807174683287558 0.0032772641327537635 0.0025463146760683476 0.00068712254397892676 0.0015806496942302329 0.002919340194361806 0.0012254742385360996 0.0033939607252058716 -0.00029023982186953415 0.0012639544151303371 0.0027172406896778262 0.00221828991256641 0.0035503560967440708 0.0025623329953137841 0.0023386898432103862 0.0040126730892848152 0.00046156717581501101 0.0018221742844446325 0.0029372149184584391 0.0036602682678320698 0.0031640123145818318 0.002753394329688132 0.0035866058605536744 0.0027293685710081069 0.0027097927341245224 0.003180565380009067 0.0028637395398130126 0.0032631015170500183 0.0034821123471151906 0.0032194230578610583
leaf_weight=54 84 54 52 52 101 74 53 89 57 98 52 54 58 55 58 95 76 52 58 101 86 83 101 65 260 101 101 72 69
leaf_count=54 84 54 52 52 101 74 53 89 57 98 52 54 58 55 58 95 76 52 58 101 86 83 101 65 260 101 101 72 69
internal_value=0 0.0014379 0.00296229 0.00180663 0.00215248 0.00122012 0.00230957 0.000192296 0.00203179 0.0023234 0.00312234 0.00301335 0.00247662 0.00308389 0.00334999 0.000796214 0.00214274 0.00281317 0.00325664 0.00319044 0.0030124 0.00335478 0.0029306 0.00249157 0.00321138 0.00317706 0.00306355 0.00324604 0.00309836
internal_weight=0 626 1739 483 287 223 260 143 207 150 1452 982 235 865 470 169 134 277 412 354 170 184 222 117 588 534 202 332 121
internal_count=2365 626 1739 483 287 223 260 143 207 150 1452 982 235 865 470 169 134 277 412 354 170 184 222 117 588 534 202 332 121
is_linear=0
shrinkage=0.0024518


Tree=1707
num_leaves=24
num_cat=0
split_feature=1 12 1 3 13 12 1 150 4 52 11 42 4 481 42 457 4 52 13 43 3 4 12
split_gain=83.0815 18.9663 9.8265 8.05194 6.26511 4.40918 3.74047 3.6784 7.48779 3.52933 2.85356 2.80884 2.25603 2.14951 1.78341 1.71123 1.83003 1.57346 1.55514 1.1705 1.05851 0.988519 0.524487
threshold=0.11695500000000002 0.077755000000000005 0.092655000000000015 -0.055389999999999988 -0.0013449999999999996 0.10184000000000001 0.073870000000000005 0.07536000000000001 0.51400500000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.038454999999999996 -0.15618499999999999 -0.048124999999999994 0.088415000000000007 0.080930000000000016 0.0051600000000000005 -0.081594999999999987 -0.093039999999999984 -0.010739999999999998 0.13524500000000003 -0.049324999999999994 0.11007500000000002
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=1 2 6 -2 17 10 -1 8 20 -6 13 22 -12 14 -3 16 18 -4 -15 -18 -5 -13 -7
right_child=3 5 4 7 9 11 -8 -9 -10 -11 12 21 -14 15 -16 -17 19 -19 -20 -21 -22 -23 -24
leaf_value=0.0020032210030396609 0.0017471418466297884 0.0030278340435904174 0.0016029061476759432 0.0011682551330852021 0.0025113444931541135 0.002336829074818669 0.0027082557755507596 0.00034481333501400484 0.00032209974895317395 0.0016881420675997267 0.0026647034790871463 0.0022213685383615346 0.0033150280913420067 0.0022306591687397447 0.002524331549175762 0.0021350966929376989 0.0021639090596047069 0.0010648145655163853 0.0026201082788088908 0.0025975565670212572 0.0016333642341841532 0.0017817395497467916 0.0026516976258656477
leaf_weight=72 80 97 55 55 54 58 101 55 53 63 69 55 53 62 67 58 101 68 854 54 55 61 65
leaf_count=72 80 97 55 55 54 58 101 55 53 63 69 55 53 62 67 58 101 68 854 54 55 61 65
internal_value=0 0.00243853 0.0019865 0.00110737 0.00167753 0.00255138 0.00241498 0.00087248 0.00105037 0.0020683 0.0026015 0.00225453 0.00294743 0.00256884 0.00282229 0.002532 0.00255347 0.00130563 0.00259378 0.00231515 0.00140104 0.0019904 0.00250343
internal_weight=0 2067 413 298 240 1654 173 218 163 117 1415 239 122 1293 164 1129 1071 123 916 155 110 116 123
internal_count=2365 2067 413 298 240 1654 173 218 163 117 1415 239 122 1293 164 1129 1071 123 916 155 110 116 123
is_linear=0
shrinkage=0.00235659


Tree=1708
num_leaves=21
num_cat=0
split_feature=1 1 1 0 3 47 14 13 3 4 4 0 0 4 4 0 481 3 3 13
split_gain=103.22 14.8988 12.8199 18.5727 10.7194 8.64551 6.66787 5.62079 5.36845 7.02492 4.53366 7.37604 4.23548 4.13799 4.0368 3.51825 1.7026 1.90358 1.4936 0.384168
threshold=0.109225 0.12394500000000001 0.092415000000000011 -0.10185499999999999 -0.023394999999999996 0.085505000000000012 0.062655000000000016 -0.10899499999999999 0.08734500000000002 -0.15333499999999997 -0.16772499999999999 -0.068484999999999976 -0.041074999999999993 0.032965000000000001 0.020345000000000005 -0.11169999999999998 -0.085804999999999979 -0.057369999999999997 -0.072579999999999992 -0.075154999999999986
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 4 6 14 -2 7 8 -3 9 -1 -5 19 -9 16 -4 -15 -11 -18 -17 -12
right_child=1 5 3 10 -6 -7 -8 12 -10 13 11 -13 -14 15 -16 18 17 -19 -20 -21
leaf_value=0.0023804704179911798 0.0027811141146117176 0.00013015254605134753 0.0011841624980453225 0.0036337246099498676 0.001523568180113197 0.0020024903954260756 0.0040996686773784484 0.00064708642872995264 0.0023919191464236529 0.0037236923848157914 0.0030029288592666871 0.0019560412235915862 0.0017306839165065853 0.0034803691450878819 0.0022021018293144645 0.0028615509971556419 0.0032440996312593415 0.0037686504925275991 0.0022929256530425561 0.003316459555542758
leaf_weight=75 99 58 54 69 100 61 57 54 65 65 56 52 52 53 61 101 1060 54 52 67
leaf_count=75 99 58 54 69 100 61 57 54 65 65 56 52 52 53 61 101 1060 54 52 67
internal_value=0 0.0016096 0.00308407 0.0026218 0.00214933 0.00113211 0.00318895 0.000808201 0.00315489 0.00318884 0.00304465 0.00281222 0.00117894 0.0032326 0.00172436 0.00287751 0.00329461 0.00326955 0.00266848 0.00317395
internal_weight=0 424 1941 359 199 225 1582 164 1525 1460 244 175 106 1385 115 206 1179 1114 153 123
internal_count=2365 424 1941 359 199 225 1582 164 1525 1460 244 175 106 1385 115 206 1179 1114 153 123
is_linear=0
shrinkage=0.00270699


Tree=1709
num_leaves=14
num_cat=0
split_feature=52 48 160 10 48 1 52 160 52 484 4 1210 151
split_gain=2.98614 2.84521 2.72336 2.07591 1.83546 5.30097 1.71668 1.51403 2.76286 2.3272 1.41388 1.34741 1.06994
threshold=-0.56226999999999994 0.093265000000000015 -0.54119499999999987 -0.015579999999999998 0.10788500000000002 0.078015000000000015 0.51400500000000016 -0.081539999999999987 -0.018574999999999998 0.023665000000000002 0.062150000000000004 -0.0081349999999999981 -0.04886999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 7 8 -5 11 -6 -9 -10
right_child=1 4 3 6 10 -7 -8 9 12 -11 -12 -13 -14
leaf_value=0.0035086063846937673 0.0033864181189521537 0.0010350313551007126 -0.00075953825368906382 -0.0010303003484760207 0.0017543054695424837 -0.0030594984627926431 -0.00053106939987443088 0.0020857981197257469 0.0024282705178224426 0.0029414564427416821 -0.00031250555406931238 0.0011510394151514837 0.00077655566175215791
leaf_weight=52 56 73 58 80 81 58 58 180 52 90 58 1292 177
leaf_count=52 56 73 58 80 81 58 58 180 52 90 58 1292 177
internal_value=0 0.00105737 0.0011863 0.00112424 8.13772e-05 -0.00077699 0.00118094 0.00123407 0.00058672 0.00136206 0.000891119 0.00126542 0.00115209
internal_weight=0 2313 2043 1987 270 131 1929 1871 309 1562 139 1472 229
internal_count=2365 2313 2043 1987 270 131 1929 1871 309 1562 139 1472 229
is_linear=0
shrinkage=0.0101119


Tree=1710
num_leaves=17
num_cat=0
split_feature=1 3 124 1 12 0 12 14 0 12 13 13 0 124 12 39
split_gain=311.915 65.0591 32.9671 18.585 11.0996 11.2116 10.9698 8.51907 7.14694 6.5755 6.92611 6.12936 4.19897 3.59698 1.97377 1.01937
threshold=0.10574000000000001 -0.055389999999999988 -0.076164999999999983 0.13554500000000003 0.11721500000000001 -0.22607999999999998 0.10597500000000001 0.076175000000000007 -0.10653 0.090345000000000023 0.019675000000000002 -0.0013449999999999996 0.057400000000000007 -0.081324999999999981 0.092735000000000026 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 11 5 -4 14 8 -7 10 -10 13 -11 -3 -2 -5
right_child=1 3 4 15 -6 7 -8 -9 9 12 -12 -13 -14 -15 -16 -17
leaf_value=0.01041822739400038 0.011077590356789693 0.0097035898843227525 0.011046052471950823 0.0085310624346468661 0.011043337420443781 0.011391114942936813 0.010090256367676898 0.013033887359784042 0.012295409963728248 0.01184611422209314 0.011419827821965524 0.010098455656187911 0.012582913500011447 0.008871249788509946 0.011743104280436704 0.0080493188506500606
leaf_weight=81 53 55 64 62 68 91 55 57 844 569 59 77 52 76 60 52
leaf_count=81 53 55 64 62 68 91 55 57 844 569 59 77 52 76 60 52
internal_value=0 0.00975476 0.0119508 0.00910897 0.0120196 0.0120579 0.0109924 0.0120966 0.0120635 0.0121036 0.0122382 0.00954589 0.0119079 0.00922091 0.0114312 0.00831155
internal_weight=0 490 1885 322 1804 1736 168 1672 1615 1524 903 208 621 131 113 114
internal_count=2375 490 1885 322 1804 1736 168 1672 1615 1524 903 208 621 131 113 114
is_linear=0
shrinkage=0.0024518


Tree=1711
num_leaves=23
num_cat=0
split_feature=1 1 16 124 47 13 4 12 4 15 16 12 160 160 43 15 13 13 4 1 12 13
split_gain=122.024 24.8483 18.7064 12.5821 9.41701 6.72479 6.72353 6.09156 5.48239 4.84847 3.33421 2.99512 2.90753 2.8282 4.02103 2.61398 2.33065 2.06281 1.81201 1.89473 1.69227 1.03738
threshold=0.10574000000000001 0.12419000000000001 0.12292000000000002 -0.076164999999999983 0.085505000000000012 -0.14179999999999995 0.012315000000000001 0.088745000000000004 0.0082450000000000006 -0.11055 -0.10803999999999998 0.090465000000000004 -0.082179999999999989 0.049100000000000012 -0.081729999999999983 0.091230000000000019 -0.08533499999999998 -0.050754999999999995 -0.17689999999999997 0.087840000000000015 0.094955000000000025 -0.074219999999999994
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 7 -1 16 -5 11 8 -2 -8 -11 13 -13 18 -15 17 -3 -14 -7 -20 -12 -17
right_child=1 4 -4 5 -6 6 9 -9 -10 10 20 12 15 14 -16 21 -18 -19 19 -21 -22 -23
leaf_value=0.0018950825819643476 0.0009004413038870622 0.0003492408721502857 0.0029655452303818876 0.0034217065129595004 0.0017080724284484947 0.0032523646001339831 0.0030086096356559205 0.0022204274654496186 0.0017390964631572867 0.0025669516243145537 0.0017382329134512848 0.0023327499838756223 0.0025724786671976517 0.0029966563665919043 0.002226173466619857 0.0028409281003674634 0.0008947535798306031 0.0030298025677118318 0.0029441877780495558 0.0026297904458577686 0.002275235330335849 0.0024818478389163814
leaf_weight=81 62 63 65 73 57 76 55 60 92 103 53 97 65 60 70 52 91 175 599 109 60 157
leaf_count=81 62 63 65 73 57 76 55 60 92 103 53 97 65 60 70 52 91 175 599 109 60 157
internal_value=0 0.00151579 0.00194222 0.00273541 0.000951807 0.00277313 0.00274577 0.00163129 0.00140161 0.00243018 0.00228279 0.00280433 0.00267614 0.00288088 0.00258196 0.00275028 0.00067174 0.00290604 0.00293041 0.00289582 0.00202357 0.0025713
internal_weight=0 490 279 1885 211 1804 1731 214 154 271 216 1460 546 914 130 449 154 240 784 708 113 209
internal_count=2375 490 279 1885 211 1804 1731 214 154 271 216 1460 546 914 130 449 154 240 784 708 113 209
is_linear=0
shrinkage=0.00217713


Tree=1712
num_leaves=19
num_cat=0
split_feature=1 52 3 123 14 47 4 1 51 3 52 160 0 4 1 1 13 0
split_gain=188.325 41.0794 22.339 16.6154 15.9224 11.0883 8.36738 8.17116 5.39591 4.83256 4.09484 3.88351 4.2469 4.01573 3.21482 2.47973 2.0573 2.00261
threshold=0.10538500000000002 -0.29521499999999995 -0.055389999999999988 0.081990000000000021 0.054835000000000009 0.10589000000000001 0.032965000000000001 0.12007000000000002 0.11178000000000002 0.0025650000000000004 0.0029250000000000005 0.11205000000000002 -0.085669999999999982 -0.47860499999999995 0.087840000000000015 0.118385 -0.062109999999999992 -0.088634999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 15 4 6 7 8 9 11 -4 17 12 14 -14 -1 -3 -9 -8
right_child=1 2 5 -5 -6 -7 10 16 -10 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0042218956996149942 0.0040221123694153659 0.0029863649269651501 0.0010530771675026169 0.0025081491617776406 0.0050747469668353416 0.0023192913420443089 0.0028671603851702508 0.00091873013748868687 0.0032534257584577423 0.0021222786516006129 0.0037766232578534172 0.0032872034060996529 0.0043182208920442859 0.0037599272956797786 0.003561462528902006 0.0022448553766749859 0.00026227686842420666 0.0034798992376215447
leaf_weight=386 59 67 55 67 67 63 102 86 95 60 93 68 99 784 58 57 52 57
leaf_count=386 59 67 55 67 67 63 102 86 95 60 93 68 99 784 58 57 52 57
internal_value=0 0.00198309 0.00170961 0.0037817 0.00382885 0.00134219 0.00378092 0.00109877 0.0038552 0.00161116 0.00334161 0.00389616 0.00392735 0.00382255 0.00413569 0.00264573 0.000671572 0.003087
internal_weight=0 499 440 1876 1809 316 1742 253 1490 115 252 1395 1327 883 444 124 138 159
internal_count=2375 499 440 1876 1809 316 1742 253 1490 115 252 1395 1327 883 444 124 138 159
is_linear=0
shrinkage=0.00260187


Tree=1713
num_leaves=22
num_cat=0
split_feature=1 52 123 3 47 13 4 3 1 4 3 3 52 4 13 3 52 3 159 3 3
split_gain=133.986 31.4934 15.1107 14.4134 10.0085 8.66807 5.20203 8.59941 4.54829 3.68802 3.51865 3.27902 4.33149 3.01585 2.5656 2.28539 2.66078 2.26247 1.88135 1.7762 0.934563
threshold=0.104035 -0.41304999999999997 0.081990000000000021 -0.055389999999999988 0.078345000000000012 -0.13992499999999999 -0.065454999999999985 0.085315000000000016 0.12007000000000002 0.0082450000000000006 -0.10468499999999999 -0.027864999999999997 0.11916 0.020345000000000005 -0.062109999999999992 -0.14162499999999997 -0.011954999999999999 -0.059629999999999996 0.08351500000000002 -0.095764999999999989 -0.072579999999999992
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=2 -2 5 10 8 -1 11 13 9 -5 -3 12 15 17 -10 -7 -17 19 20 -8 -15
right_child=1 3 -4 4 -6 6 7 -9 14 -11 -12 -13 -14 18 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0039422954892825192 0.0032997480557380296 0.0017974519609763823 0.0019090854944957788 0.00084032020444958896 0.0019088929320685026 0.0036399027168347183 0.002675318601806254 0.0019994741796174769 0.00088455734911606582 0.0017198138451998287 0.0026318805297795363 0.0037508567682400032 0.0025516397408351767 0.0027771541986372208 0.00018428394691265266 0.0026476005708262612 0.0032301808659403329 0.0035937633887042891 0.0031657630410363287 0.0031068608424714103 0.0023983087949591658
leaf_weight=73 62 74 65 58 82 74 66 54 80 57 52 65 62 121 52 52 565 52 57 492 60
leaf_count=73 62 74 65 58 82 74 66 54 80 57 52 65 62 121 52 52 565 52 57 492 60
internal_value=0 0.00166012 0.00307141 0.00143664 0.00116641 0.00311353 0.00307834 0.00294959 0.000919813 0.00127647 0.00214203 0.00322028 0.00317445 0.00301007 0.00060889 0.00323029 0.00318112 0.00310176 0.00277494 0.00305587 0.00265171
internal_weight=0 517 1858 455 329 1793 1720 902 247 115 126 818 753 848 132 691 617 610 238 558 181
internal_count=2375 517 1858 455 329 1793 1720 902 247 115 126 818 753 848 132 691 617 610 238 558 181
is_linear=0
shrinkage=0.0024518


Tree=1714
num_leaves=17
num_cat=0
split_feature=15 4 1 49 4 13 157 43 52 15 2 1 483 52 43 49
split_gain=4.72219 2.86892 2.64439 2.43983 2.06012 2.20005 1.81063 1.69763 1.73458 1.70471 1.6416 1.61715 1.48612 0.897078 1.73767 0.62156
threshold=-0.40312499999999996 -0.17689999999999997 0.11726500000000001 -0.036809999999999996 -0.13833499999999996 -0.13992499999999999 -0.0062799999999999991 -0.082534999999999983 -0.050359999999999995 -0.092059999999999989 0.11982500000000001 0.085540000000000019 -0.069964999999999986 -0.091784999999999992 -0.093419999999999989 0.0033550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 6 4 -4 -3 -6 -2 13 9 -9 -1 -8 -10 14 -7 -15
right_child=1 2 3 -5 5 7 11 8 12 -11 -12 -13 -14 15 -16 -17
leaf_value=-0.00036510680896017025 0.0041128581726863457 0.0003867434164771814 -0.00073787681224065673 0.0015906063220970925 0.0036005479023666848 0.0039463552697094019 0.0013688966534985479 -0.00014369475801721642 0.00051027668940657777 0.0015312720788841321 0.001358561802915379 0.0031636891845346752 0.0020118422044987723 0.0023127911947671848 0.0019982535057315983 0.0013823514333579812
leaf_weight=87 65 61 53 91 62 68 66 60 52 183 78 87 932 295 69 66
leaf_count=87 65 61 53 91 62 68 66 60 52 183 78 87 932 295 69 66
internal_value=0 0.00196345 0.00186045 0.000732955 0.00194826 0.00200151 0.00290417 0.00194398 0.0017712 0.00111732 0.00044916 0.00239007 0.00193258 0.00236951 0.00296587 0.00214294
internal_weight=0 2210 1992 144 1848 1787 218 1725 1227 243 165 153 984 498 137 361
internal_count=2375 2210 1992 144 1848 1787 218 1725 1227 243 165 153 984 498 137 361
is_linear=0
shrinkage=0.00863042


Tree=1715
num_leaves=23
num_cat=0
split_feature=10 16 3 157 49 0 16 16 16 157 3 51 0 16 3 457 42 42 16 16 16 43
split_gain=6.40925 6.00075 2.83545 2.44747 1.51448 1.47926 1.21182 1.90367 1.46319 1.20934 1.62221 1.33684 1.34131 1.49138 1.48225 1.0294 0.98865 0.937774 0.904349 0.821916 0.569791 0.546992
threshold=-1.0000000180025095e-35 -0.088144999999999987 -0.072024999999999992 -0.080299999999999996 -0.05529499999999999 -0.14582499999999995 -0.013024999999999998 -0.073774999999999993 0.18612500000000001 -0.084764999999999993 -0.078344999999999984 0.097245000000000012 -0.14076499999999997 -0.0048099999999999992 -0.090854999999999977 0.018630000000000004 0.083795000000000022 0.098515000000000019 -0.34140499999999996 0.15737500000000001 -0.34140499999999996 -0.0086649999999999974
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 -1 9 -4 15 20 7 18 -8 16 11 12 -11 14 -14 -5 -2 21 -7 -15 -6 -12
right_child=2 -3 3 4 5 6 8 -9 -10 10 17 -13 13 19 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0025598281253484548 0.003294592804734842 0.0011684549972742295 -0.000709319005921235 0.001243410375528243 0.0007964130987765793 0.00063511832252601864 0.0025303106998110004 -0.00010580602939541485 0.0010089636751397326 0.0002252455468351529 0.0029776602200947766 0.0027652681157979532 0.0022826257972876885 0.00051551003284580881 0.0014487804764237648 0.0028170900713045464 0.0018751491138008464 0.001336649184402002 0.0019582824669273436 0.0014143959874715489 -0.00036818924716291442 0.0019167553844886887
leaf_weight=54 52 66 52 58 52 61 83 93 92 63 97 52 197 144 581 57 98 55 86 137 65 52
leaf_count=54 52 66 52 58 52 61 83 93 92 63 97 52 197 144 581 57 98 55 86 137 65 52
internal_value=0 -0.000508534 0.001459 0.00102104 0.00116025 0.000973333 0.00120562 0.000822144 0.00173102 0.00165929 0.0015821 0.00146325 0.00140282 0.0014728 0.00166004 0.00202418 0.00236781 0.00226567 0.00140982 0.000954072 0.000148655 0.00260801
internal_weight=0 120 2227 699 647 532 415 240 175 1528 1378 1174 1122 1059 778 115 150 204 147 281 117 149
internal_count=2347 120 2227 699 647 532 415 240 175 1528 1378 1174 1122 1059 778 115 150 204 147 281 117 149
is_linear=0
shrinkage=0.00829529


Tree=1716
num_leaves=22
num_cat=0
split_feature=1 52 2 52 4 2 2 12 11 1 2 2 0 12 15 1212 12 4 4 4 1
split_gain=110.186 27.3633 17.9251 9.38705 8.1007 7.8389 14.1092 6.91182 7.7332 3.53549 8.50163 2.94757 2.7845 2.52657 1.76025 1.60044 1.3168 1.21798 0.870336 0.795046 0.347838
threshold=0.10335000000000001 -0.41304999999999997 0.14794000000000004 0.12469000000000001 0.25472500000000003 -1.0000000180025095e-35 0.10584500000000001 0.11721500000000001 1.0000000180025095e-35 0.086920000000000011 0.087675000000000017 0.092155000000000015 -0.072529999999999983 0.083785000000000012 -0.087404999999999983 0.055770000000000007 0.089625000000000024 0.053010000000000009 -0.040969999999999993 -0.037004999999999989 0.11634000000000001
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=4 -2 3 5 7 -3 -7 8 9 11 12 13 16 18 20 -15 -11 19 -1 -13 -8
right_child=1 2 -4 -5 -6 6 14 -9 -10 10 -12 17 -14 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0035361208971917586 0.0031079750759696405 0.00061981490582470398 0.00021656558144990125 0.002397752179385172 0.0018522148611563583 0.0026798157971600527 0.00084552668564542974 0.0019495035363194955 0.003590641070819882 0.0031539954257604561 0.0018085976327618174 0.0026897004120758562 0.0022783840502126778 0.0029942333670904377 0.0015111872434080387 0.0026887692463085518 0.0027591930244116498 0.0024668669420635199 0.0031183999891409024 0.0029646537772747678 0.0011429339259838806
leaf_weight=65 62 80 89 67 57 58 54 56 98 103 72 179 55 537 77 151 134 99 75 124 55
leaf_count=65 62 80 89 67 57 58 54 56 98 103 72 179 55 537 77 151 134 99 75 124 55
internal_value=0 0.00148101 0.0012708 0.0015107 0.00281886 0.00132718 0.00155899 0.00285037 0.00288017 0.00283647 0.00261046 0.00290333 0.00280808 0.00299241 0.00120934 0.00292723 0.00293089 0.00271977 0.00331254 0.00280231 0.000995849
internal_weight=0 542 480 391 1805 324 244 1748 1692 1594 364 1230 292 828 186 688 237 402 140 303 109
internal_count=2347 542 480 391 1805 324 244 1748 1692 1594 364 1230 292 828 186 688 237 402 140 303 109
is_linear=0
shrinkage=0.00260187


Tree=1717
num_leaves=30
num_cat=0
split_feature=2 12 43 2 2 43 2 0 2 12 2 2 0 124 0 12 0 150 2 155 52 0 483 131 12 52 52 2 12
split_gain=200.703 102.343 24.4733 32.6307 18.7998 15.8379 15.4308 14.397 10.3542 7.74464 5.04045 3.98707 7.40522 3.38834 2.885 2.76781 2.58975 2.00152 1.98152 1.65409 2.35324 1.31824 1.25813 1.19884 1.10793 0.558286 0.554005 0.529316 0.436068
threshold=0.12399000000000002 0.077755000000000005 -0.065804999999999989 0.11197500000000002 0.17000000000000001 -0.089559999999999987 0.074875000000000011 -0.084114999999999981 0.092235000000000025 0.093270000000000006 0.084045000000000022 0.086915000000000006 -0.064539999999999986 -0.085959999999999995 -0.042364999999999993 0.086360000000000006 -0.11073999999999999 0.082965000000000025 0.092495000000000008 0.083165000000000003 0.024560000000000002 -0.077959999999999988 0.055770000000000007 0.091295000000000015 0.090255000000000016 0.078180000000000013 0.10671500000000002 0.10222000000000002 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 7 -1 -4 -2 -8 10 15 12 21 -7 -9 25 -12 22 -13 20 27 -11 24 28 -18 -3 -22 -20 -17
right_child=4 9 3 -5 -6 13 8 14 -10 11 16 18 -14 -15 -16 23 17 -19 19 -21 26 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0025607622116124227 0.00028665601929078846 0.0044595710678867603 0.001937327022660148 0.0011412062499081132 -0.00045759283019245487 0.0014160474449716491 0.0040891815851344651 0.0021073881441815451 0.0029037704523608996 0.003068093244148262 0.0031452958797166183 0.0039549710326812378 0.0022542193433372167 0.0005488438934888076 0.0013259305761925471 0.0037511308317100941 0.0037115614138009158 0.0040538739163001681 0.0032412889196192312 0.003839680557949652 0.0037675976912680056 0.0035737977127439521 0.0033285915586652795 0.0034815275869320272 0.0034182159415011111 0.0041008971200989829 0.0034333371941372244 0.0028870811075739646 0.0040218326495414739
leaf_weight=61 64 61 52 65 52 56 90 66 95 56 70 54 52 57 54 66 422 71 58 52 54 80 89 54 103 55 83 53 102
leaf_count=61 64 61 52 65 52 56 90 66 95 56 70 54 52 57 54 66 422 71 58 52 54 80 89 54 103 55 83 53 102
internal_value=0 0.00330168 0.00228099 0.00271154 0.00086977 0.00153358 0.00314211 0.00124504 0.0034806 0.00359881 0.00372024 0.00335389 0.00305846 0.000978845 0.00175595 0.00397483 0.00360623 0.00365329 0.00351071 0.00343066 0.00334479 0.00336576 0.00360693 0.00381017 0.00365406 0.00428974 0.00356528 0.0030724 0.00391564
internal_weight=0 2111 476 302 236 174 237 184 185 1635 1093 542 188 113 120 338 755 685 354 300 248 136 614 222 525 116 137 111 168
internal_count=2347 2111 476 302 236 174 237 184 185 1635 1093 542 188 113 120 338 755 685 354 300 248 136 614 222 525 116 137 111 168
is_linear=0
shrinkage=0.00250084


Tree=1718
num_leaves=21
num_cat=0
split_feature=1 52 52 48 13 0 447 11 16 16 13 52 0 1447 16 52 0 12 2 484
split_gain=8.15133 3.27167 2.22022 2.63924 2.60692 3.93528 1.49169 1.83082 1.28871 3.65036 2.55443 2.34346 1.59999 1.43872 1.23135 1.14043 1.53171 0.784233 0.702758 0.49608
threshold=0.10141500000000002 -0.52606999999999993 -0.066329999999999986 0.083570000000000019 -0.10899499999999999 -0.085309999999999983 0.084065000000000015 0.079915000000000014 0.0086100000000000013 -1.0000000180025095e-35 -0.057284999999999996 -0.092264999999999986 -0.071519999999999986 -0.085644999999999985 -0.15323999999999996 -0.023079999999999996 -0.10075499999999998 0.089705000000000021 0.11144000000000001 -1.0000000180025095e-35
decision_type=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 -3 -4 18 7 8 9 13 12 -12 17 -1 -7 19 -17 -10 -6 -15
right_child=1 2 4 -5 5 14 -8 -9 10 -11 11 -13 -14 15 -16 16 -18 -19 -20 -21
leaf_value=0.0032219050349841846 0.0028609487699207555 -0.0016476621011361891 -0.00045160502508780921 0.00064734566272261942 0.00087545077250868295 0.0013665912264070313 0.00032940123600045654 0.0035128039718729459 0.00064915298256270986 0.0040823059049552041 0.0014228316308654695 -0.0010245241686743752 0.0032852775706408068 0.001814205719104229 0.0032688009708120541 0.0007716833983854659 0.001852592934602947 0.0022480962283085212 -0.00062435545225512966 0.0029588706537408485
leaf_weight=71 53 89 102 93 53 52 53 66 58 74 87 60 67 52 77 138 882 54 61 105
leaf_count=71 53 89 102 93 53 52 53 66 58 74 87 60 67 52 77 138 882 54 61 105
internal_value=0 0.000603971 0.000376795 -0.000474379 0.000826116 0.00136286 0.00190614 0.00195483 0.00189238 0.00202485 0.00135485 0.000423219 0.00211936 0.00190277 0.00250281 0.00182311 0.00170645 0.00142098 7.20306e-05 0.00258039
internal_weight=0 580 527 182 345 243 1767 1714 1648 1322 326 147 179 1248 129 1177 1020 112 114 157
internal_count=2347 580 527 182 345 243 1767 1714 1648 1322 326 147 179 1248 129 1177 1020 112 114 157
is_linear=0
shrinkage=0.00952868


Tree=1719
num_leaves=24
num_cat=0
split_feature=1 2 4 2 2 4 49 2 4 4 2 14 4 0 13 49 43 4 2 13 0 1 0
split_gain=119.439 16.4562 13.9146 11.9131 20.2943 8.27007 4.62278 4.09586 3.85201 3.06866 2.99252 2.53509 2.02766 4.13471 2.02574 1.98863 1.86489 2.24552 1.83568 1.67635 1.64878 1.13001 1.96437
threshold=0.10335000000000001 0.14794000000000004 0.24099500000000004 -1.0000000180025095e-35 0.10472500000000001 -0.021234999999999997 -0.11612499999999999 0.092300000000000007 -0.012089999999999998 0.043850000000000007 0.11177500000000001 -0.22253999999999999 -0.0025749999999999996 -0.11073999999999999 -0.06977499999999999 0.09567500000000001 -0.15582499999999996 -0.085574999999999984 0.10136500000000002 -0.0021749999999999994 -0.07304999999999999 0.085265000000000021 -0.097829999999999986
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 3 6 -2 9 -6 -1 12 10 -5 18 -7 13 -8 -10 -16 -15 -18 20 -13 -9 22 -14
right_child=1 -3 -4 4 5 11 7 8 14 -11 -12 19 21 16 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0037406382824355286 0.00095341544325170226 0.00057877169121557876 0.0017489640245000016 0.0033047476545999591 0.0024755172226409265 0.0018118595028185048 0.0023250231634121608 0.0032003254366008258 0.0028295439764520905 0.0024706171393313156 0.0025230909782644906 0.0014072812475235633 0.0038140952728417158 0.0026286191946037984 0.0019783280138441725 0.0026073511091083959 0.0033506518684643773 0.0030108610250367592 0.0035218789253634868 0.00084938224312478732 0.0026804986676234287 0.0030383666002842605 0.0031659908025042371
leaf_weight=52 91 89 61 55 52 52 56 95 83 61 75 77 52 67 61 72 157 693 55 65 70 80 76
leaf_count=52 91 89 61 55 52 52 56 95 83 61 75 77 52 67 61 72 157 693 55 65 70 80 76
internal_value=0 0.001582 0.00294758 0.00177904 0.00198652 0.00157153 0.00298949 0.00296639 0.002775 0.00286634 0.00296503 0.00132908 0.00304918 0.00299998 0.00251534 0.00231906 0.00304117 0.00307365 0.00311556 0.0011521 0.00297996 0.00327919 0.0034295
internal_weight=0 542 1805 453 362 246 1744 1692 511 116 295 194 1181 973 216 133 917 850 220 142 165 208 128
internal_count=2347 542 1805 453 362 246 1744 1692 511 116 295 194 1181 973 216 133 917 850 220 142 165 208 128
is_linear=0
shrinkage=0.00255085


Tree=1720
num_leaves=15
num_cat=0
split_feature=1 14 14 0 16 1446 43 2 123 151 1 0 42 15
split_gain=4.84248 3.51682 3.23417 3.55041 4.08183 2.20233 1.73761 1.70724 1.50776 1.47091 1.10248 1.21267 0.953285 0.492662
threshold=0.14262000000000002 -1.0000000180025095e-35 0.076175000000000007 -0.10653 -0.38959499999999997 0.086715000000000014 -0.055679999999999993 0.11161 0.088205000000000019 -1.0000000180025095e-35 0.10871500000000002 -0.068484999999999976 0.089535000000000017 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 8 -7 13 10 -3 11 -5 -12 -6
right_child=-2 2 -4 5 7 6 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.0033775574938491367 -0.00085173661038691253 0.00040809954993987975 0.0033418931619671791 0.0017768429638311855 -0.00058250585823889746 -0.00073065106466975156 0.0016058058225453357 0.00082806560000270139 6.075079505553697e-05 0.0024332878112797631 0.0017542407944583342 0.0011075216263466291 0.0033978489887323206 -0.0018687347420722536
leaf_weight=93 78 53 82 1189 52 65 52 53 52 85 66 311 63 57
leaf_count=93 78 53 82 1189 52 65 52 53 52 85 66 311 63 57
internal_value=0 0.00156204 0.00148454 0.0014119 0.000451793 0.00157204 0.000306905 -0.000573585 0.00166003 0.00165624 0.00171102 0.00163814 0.00255772 -0.00125605
internal_weight=0 2273 2180 2098 300 1798 117 162 1681 138 1629 1500 129 109
internal_count=2351 2273 2180 2098 300 1798 117 162 1681 138 1629 1500 129 109
is_linear=0
shrinkage=0.00952868


Tree=1721
num_leaves=19
num_cat=0
split_feature=2 2 2 0 14 2 0 0 15 15 48 0 48 0 47 0 2 0
split_gain=126.509 51.3667 49.7397 20.5044 18.0838 11.6745 7.10643 6.49174 5.67215 4.53732 4.35078 4.16432 3.69931 4.04789 3.77406 2.53349 2.51847 2.4053
threshold=0.13673000000000005 -0.0091949999999999983 0.10527500000000002 -0.13513499999999998 0.062655000000000016 0.17000000000000001 -0.10891999999999999 0.0037850000000000002 -0.09693499999999998 -0.021954999999999999 0.014805 -0.055219999999999998 0.093265000000000015 -0.088589999999999988 0.09585500000000001 -0.069074999999999984 0.098365000000000022 -0.049744999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 10 6 11 8 -1 -3 15 -4 -2 14 -14 16 -5 -8 -11
right_child=5 2 3 9 -6 -7 12 -9 -10 17 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0025223224075780881 0.0013002438956503087 0.0037495965241619686 0.0025070546355323497 0.0032794336888448505 0.0051050033174815527 0.00031429165726073804 0.003937519741549096 0.0014190448093473796 0.0027841744488505569 0.0031962898002273902 0.0015859827853789716 0.0022581097323355354 0.0038665381719262403 0.0028809468407440053 0.0033969892976880014 0.0026388135815348093 0.0034780831154159289 0.0039153510919922238
leaf_weight=79 63 76 62 77 67 53 1136 58 77 52 67 52 53 52 99 79 81 68
leaf_count=79 63 76 62 77 67 53 1136 58 77 52 67 52 53 52 99 79 81 68
internal_value=0 0.00353837 0.00363766 0.00285251 0.00383142 0.001286 0.00377719 0.00205544 0.00326391 0.00323737 0.00202888 0.0017336 0.00383244 0.00337869 0.00386862 0.00295519 0.00390696 0.00360398
internal_weight=0 2183 2046 405 1641 168 1574 137 153 276 129 115 1421 105 1316 156 1217 120
internal_count=2351 2183 2046 405 1641 168 1574 137 153 276 129 115 1421 105 1316 156 1217 120
is_linear=0
shrinkage=0.00250084


Tree=1722
num_leaves=16
num_cat=0
split_feature=3 14 48 0 159 159 12 0 3 51 3 13 52 0 0
split_gain=5.56435 2.88137 2.12042 3.22515 1.16726 2.38043 2.13711 2.0576 3.31743 1.39187 1.72933 1.07101 0.88812 2.5163 0.179132
threshold=0.32329500000000005 0.076175000000000007 0.093265000000000015 -0.061654999999999995 0.089755000000000015 0.10493500000000001 0.11844 -0.10946999999999998 -0.015259999999999998 0.09678500000000001 -0.12595999999999999 -0.06977499999999999 -0.079324999999999993 -0.10417499999999999 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 6 -6 7 8 -1 10 -9 -7 -4 -14 -10
right_child=-2 -3 3 -5 5 11 -8 9 14 -11 -12 -13 13 -15 -16
leaf_value=-0.0012471662017088303 -0.0015081858921782256 0.0034595670749008036 0.0023511969304549404 -0.0015965355660926119 0.0039155149486572978 0.00077396911354302362 0.0033866400516220428 0.00022789983946680376 0.0018741723936839391 0.0027537473892386391 0.0016162837335995956 0.0024687733812787001 -0.00061339912800775298 0.0020093600059995988 0.001079147011654474
leaf_weight=71 61 81 53 52 67 76 62 99 65 100 1282 77 68 83 54
leaf_count=71 61 81 53 52 67 76 62 99 65 100 1282 77 68 83 54
internal_value=0 0.00158539 0.00151661 0.000650591 0.00163008 0.00232488 0.00154181 0.0014733 0.000481823 0.00160042 0.00151683 0.00162762 0.00122392 0.000827535 0.00151431
internal_weight=0 2290 2209 256 1953 220 1733 1671 190 1481 1381 153 204 151 119
internal_count=2351 2290 2209 256 1953 220 1733 1671 190 1481 1381 153 204 151 119
is_linear=0
shrinkage=0.0101119


Tree=1723
num_leaves=22
num_cat=0
split_feature=1 2 12 4 14 40 43 4 13 42 15 13 12 40 12 15 16 1 16 13 12
split_gain=181.889 40.0157 36.1386 19.8275 16.8437 13.0917 8.64388 5.92381 5.53544 4.78706 4.03358 3.43329 5.11197 3.0957 2.40158 2.16797 3.43793 2.14044 1.38832 1.05052 0.319275
threshold=0.10335000000000001 0.14721500000000001 0.085090000000000013 0.22738500000000003 0.062655000000000016 -0.026419999999999996 -0.049914999999999994 0.032965000000000001 -0.33260499999999998 0.11623000000000001 -0.043644999999999996 0.039845000000000012 0.09334000000000002 -0.077714999999999992 0.090715000000000018 0.083185000000000023 -0.038799999999999994 0.11570500000000002 -0.074254999999999988 -0.085164999999999977 0.10124000000000001
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=4 2 6 17 5 -1 13 9 -8 11 14 15 -13 -2 -9 16 -7 -4 -10 -17 -14
right_child=1 -3 3 -5 -6 7 8 10 18 -11 -12 12 20 -15 -16 19 -18 -19 -20 -21 -22
leaf_value=0.0031054407628578582 0.0021240206825811226 0.00088884947502429847 0.004607263747800891 0.0024784845359085575 0.0053261620441025148 0.0038662139070752251 0.0019958335177334865 0.0042845428783743079 0.0026818016112313552 0.0036502221430448206 0.0032163042326989405 0.0033845971816719458 0.0043944847442237171 0.001348848121419191 0.0036807925373282886 0.0045797099666859157 0.0042980953120402669 0.0039178110698993461 0.0032519853425696959 0.0043284788309250581 0.0041140925605282763
leaf_weight=82 69 83 61 57 71 165 58 78 57 96 63 71 52 61 90 144 396 54 52 429 62
leaf_count=82 69 83 61 57 71 165 58 78 57 96 63 71 52 61 90 144 396 54 52 429 62
internal_value=0 0.00248991 0.00277319 0.00368565 0.00413113 0.00408201 0.00224467 0.00413064 0.00262142 0.00419143 0.00375821 0.0042308 0.00391323 0.00176049 0.00396126 0.00428258 0.00417112 0.00428375 0.00295406 0.00439166 0.00424223
internal_weight=0 552 469 172 1799 1728 297 1646 167 1415 231 1319 185 130 168 1134 561 115 109 573 114
internal_count=2351 552 469 172 1799 1728 297 1646 167 1415 231 1319 185 130 168 1134 561 115 109 573 114
is_linear=0
shrinkage=0.00250084


Tree=1724
num_leaves=26
num_cat=0
split_feature=1 1 16 14 15 1 43 50 15 42 47 16 49 49 15 49 16 43 43 43 15 1 42 43 16
split_gain=155.076 34.0788 21.2478 15.5854 7.11747 6.14378 5.23471 4.89987 4.75402 4.58671 4.52567 5.19895 4.2488 3.71472 2.57026 2.60266 2.86631 1.79215 1.65375 1.91447 1.94626 1.23845 1.04021 0.741181 0.562531
threshold=0.10335000000000001 0.13662500000000002 0.12292000000000002 0.062655000000000016 0.03981500000000001 0.092415000000000011 -0.11278499999999998 0.099450000000000011 -0.26424499999999995 0.11902500000000001 0.078345000000000012 -0.42372999999999994 -0.022974999999999999 -0.0063599999999999985 -0.10753999999999998 0.093350000000000002 -0.013024999999999998 -0.078469999999999984 0.0049250000000000014 -0.00067499999999999993 0.091305000000000011 0.078435000000000019 0.081685000000000021 -0.039409999999999994 -0.08595499999999999
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 7 4 5 6 -1 10 -3 18 11 -2 -13 -7 24 16 -16 -17 19 20 21 -6 -20 -22 -8
right_child=1 8 -4 -5 9 13 14 -9 -10 -11 -12 12 -14 -15 15 17 -18 -19 22 -21 23 -23 -24 -25 -26
leaf_value=0.0023125258724734561 0.0017379748876999107 -3.8727365907703263e-05 0.0028777566067773666 0.0041849947825949715 0.0032581960705131922 0.0018228320917811783 0.0035289717377716564 0.0022577053880173882 0.00092601983923904332 0.002488312686946889 0.0020323717477627587 0.0014900262755548875 0.0005662879500851366 0.0026699926385672958 0.0027984131809099589 0.0029808379169534924 0.0032089395974385414 0.002441913459514855 0.0031709001517337774 0.0036998980946959599 0.0029065789656233026 0.0036247896972607502 0.0027626928928222915 0.0032591915751583505 0.0031623217651458079
leaf_weight=79 83 71 99 71 263 52 55 52 58 59 59 52 78 87 191 65 245 98 90 61 124 76 72 56 55
leaf_count=79 83 71 99 71 263 52 55 52 58 59 59 52 78 87 191 65 245 98 90 61 124 76 72 56 55
internal_value=0 0.0015203 0.00186347 0.00303571 0.00298847 0.002839 0.00292464 0.00155346 0.000394828 0.00316143 0.00141873 0.00124863 0.000935989 0.00235326 0.00299281 0.00292793 0.00302916 0.00265699 0.00321492 0.00327779 0.00322813 0.00334046 0.00298964 0.00301643 0.00334589
internal_weight=0 552 423 1799 1728 927 788 324 129 801 272 213 130 139 709 599 436 163 742 580 519 339 162 180 110
internal_count=2351 552 423 1799 1728 927 788 324 129 801 272 213 130 139 709 599 436 163 742 580 519 339 162 180 110
is_linear=0
shrinkage=0.00250084


Tree=1725
num_leaves=25
num_cat=0
split_feature=4 3 3 10 4 16 52 11 3 3 13 52 4 3 42 13 42 16 456 42 151 4 4 3
split_gain=135.916 56.2923 28.3144 15.7037 11.2493 10.624 14.9008 6.08999 9.13998 5.72228 4.47714 3.92969 3.49476 2.48772 3.93387 2.40045 2.05714 1.19106 1.11266 0.930079 1.13798 0.933812 0.867123 0.362625
threshold=0.30163500000000004 -0.059629999999999996 0.30112000000000005 -1.0000000180025095e-35 -0.37983499999999992 -0.034109999999999994 -0.087769999999999987 1.0000000180025095e-35 -0.11197999999999998 -0.082634999999999986 -0.077849999999999989 -0.16195999999999997 0.0063250000000000008 0.13772500000000001 0.092160000000000006 0.0083850000000000018 -0.0033799999999999998 -0.13895999999999997 0.088285000000000016 0.087075000000000014 -0.0060399999999999994 -0.080584999999999976 0.058330000000000007 -0.093224999999999988
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 7 3 -3 -5 17 -7 8 -1 -2 18 -9 15 14 -11 16 -12 -6 19 20 -10 -21 -14 -17
right_child=9 2 -4 4 5 6 -8 11 10 13 12 -13 22 -15 -16 23 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.003001221088560485 0.0022602267194645827 0.0017934161706817113 0.0011278293467385356 0.0041958255780852431 0.0037686577021238486 0.0035211446947137652 0.0019377828643243836 0.0048134535505756073 0.0038087730680403655 0.0020524841466323419 0.0039869083933590579 0.0039466912662034443 0.0030900795903446364 0.00096862968824044059 0.0011706302861572582 0.0035942948710466294 0.0036642619919589059 0.0033166345879801803 0.0043356639603439016 0.0035587660605140535 0.0041662273930408011 0.0039238416246355082 0.0035109600389274863 0.0032927593763871911
leaf_weight=88 72 53 53 65 68 63 91 61 81 64 298 72 57 53 63 52 217 83 54 55 197 259 71 56
leaf_count=88 72 53 53 65 68 63 91 61 81 64 298 72 57 53 63 52 217 83 54 55 197 259 71 56
internal_value=0 0.00360795 0.00285175 0.00306769 0.00325015 0.00304852 0.0025857 0.0038304 0.00378434 0.00166374 0.00383365 0.00434443 0.00370185 0.001425 0.00161524 0.00377949 0.00385101 0.00352037 0.00398684 0.00395497 0.00406217 0.00385998 0.00332375 0.00343819
internal_weight=0 2094 476 423 370 305 154 1618 1485 252 1397 133 751 180 127 623 515 151 646 592 278 314 128 108
internal_count=2346 2094 476 423 370 305 154 1618 1485 252 1397 133 751 180 127 623 515 151 646 592 278 314 128 108
is_linear=0
shrinkage=0.00250084


Tree=1726
num_leaves=15
num_cat=0
split_feature=40 4 49 150 0 0 157 0 2 0 0 159 2 0
split_gain=3.54211 2.53097 2.06676 2.72951 1.94148 2.1493 1.68755 1.71886 1.35212 3.47335 3.04596 2.00578 1.27259 0.794738
threshold=0.051255000000000002 0.30163500000000004 -0.081589999999999982 0.084495000000000015 -0.010949999999999998 -0.17106499999999999 0.10977500000000003 -0.14989499999999997 0.106285 0.047740000000000012 -0.063519999999999979 0.083310000000000009 0.11404000000000002 -0.091809999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 -4 9 10 -9 12 -10 -7
right_child=-2 4 6 -5 -6 13 -8 8 11 -11 -12 -13 -14 -15
leaf_value=-0.00041199180304089464 -0.00051264530371594784 0.001737693175945442 0.00323609744906511 0.002000138414077127 0.0023887038176240512 -0.0012652158221968773 0.00059961031702523667 0.0020961591427932805 0.00092896353399617669 0.0040119499621053944 0.00025900375289968541 -0.00011758278716966514 0.0024203029579871992 0.00034461539037925572
leaf_weight=75 59 63 101 90 55 52 73 1293 85 78 84 61 122 55
leaf_count=75 59 63 101 90 55 52 73 1293 85 78 84 61 122 55
internal_value=0 0.00180434 0.00190704 0.000903111 0.000862737 0.000368455 0.00199431 0.00205007 0.00198049 0.00209294 0.00198416 0.00136965 0.0018084 -0.0004368
internal_weight=0 2287 2062 165 225 170 1897 1824 1723 1455 1377 268 207 107
internal_count=2346 2287 2062 165 225 170 1897 1824 1723 1455 1377 268 207 107
is_linear=0
shrinkage=0.00934185


Tree=1727
num_leaves=11
num_cat=0
split_feature=30 149 49 1 147 1452 475 12 12 12
split_gain=3.86851 3.70224 2.97533 4.56575 2.61765 1.58968 1.04284 1.314 2.36662 1.82639
threshold=0.086065000000000016 0.07770500000000001 -0.081589999999999982 0.081315000000000012 0.089810000000000015 0.086765000000000023 -0.088274999999999978 0.093270000000000006 0.092395000000000019 0.11512500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 -8 -9
right_child=-2 -3 4 -5 -6 -7 7 9 -10 -11
leaf_value=0.0023706463829337682 -0.00098071876797618243 0.0041583591039523801 0.00050421759508962206 -0.0014791457375506654 -0.0003712503880001627 0.003080800069589744 0.0018280192488241863 0.0010195773964074722 0.003960528211470144 0.0025432026651564556
leaf_weight=56 60 62 75 79 63 93 1264 432 58 104
leaf_count=56 60 62 75 79 63 93 1264 432 58 104
internal_value=0 0.00167126 0.00160187 0.000116989 0.00169778 0.00176217 0.00169867 0.00174683 0.00192166 0.00131541
internal_weight=0 2286 2224 135 2089 2026 1933 1858 1322 536
internal_count=2346 2286 2224 135 2089 2026 1933 1858 1322 536
is_linear=0
shrinkage=0.0103142


Tree=1728
num_leaves=21
num_cat=0
split_feature=1 3 4 1 123 4 0 4 0 4 15 0 4 16 4 4 3 0 15 16
split_gain=122.35 34.3527 12.1706 10.7256 9.23504 6.77454 5.69467 4.96688 6.45532 4.19392 4.06054 8.6075 4.28035 3.31851 3.27591 2.31999 2.5182 1.85626 1.02914 0.931375
threshold=0.10574000000000001 -0.052614999999999995 0.30163500000000004 0.13554500000000003 0.081990000000000021 0.50373500000000015 -0.079249999999999987 -0.49269499999999994 -0.026509999999999995 -0.08916499999999998 -0.19301999999999997 -0.13314999999999996 0.054560000000000004 -0.15135499999999999 -0.0086449999999999982 0.0015850000000000003 -0.088714999999999988 -0.093039999999999984 -0.092969999999999983 -0.077734999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 13 6 -5 9 -8 15 -1 -11 -12 17 -3 -15 16 -9 -13 -14 -18
right_child=1 3 -4 5 -6 -7 7 8 -10 10 11 12 18 14 -16 -17 19 -19 -20 -21
leaf_value=0.0041841944343913168 0.0034876501243027631 0.0022826161440745486 0.0020949629893830864 0.0015718568302289231 0.0025542692443884856 0.00038207373948681507 0.003788049473107289 0.0029445988998897661 0.0024377212251255691 0.0042182044018088437 0.002796173290497138 0.0039687257774351772 0.0033802664816468798 0.0020773532407050667 0.0012402842263764813 0.0028953591452665108 0.0037583918875658453 0.0035914620138032352 0.0028988238505047504 0.0033991260073650033
leaf_weight=66 102 84 64 58 72 62 97 71 66 52 99 93 52 55 63 81 59 766 63 221
leaf_count=66 102 84 64 58 72 62 97 71 66 52 99 93 52 55 63 81 59 766 63 221
internal_value=0 0.00202657 0.00295087 0.00154999 0.0034338 0.000957358 0.00346924 0.00326892 0.00316775 0.0035693 0.0035332 0.00349998 0.00357149 0.00190191 0.00163067 0.00327922 0.00336773 0.00363234 0.00311675 0.00347492
internal_weight=0 488 166 322 1858 120 1786 595 498 1191 1125 1073 974 202 118 432 351 859 115 280
internal_count=2346 488 166 322 1858 120 1786 595 498 1191 1125 1073 974 202 118 432 351 859 115 280
is_linear=0
shrinkage=0.00250084


Tree=1729
num_leaves=26
num_cat=0
split_feature=1 151 475 3 3 3 123 0 48 1 0 1 13 475 402 394 13 13 12 1 12 12 3 12 0
split_gain=2.74295 3.30177 2.05656 1.87591 5.3833 3.60004 3.13115 1.72156 3.04644 1.44374 1.26269 4.10683 1.20443 0.989548 1.06085 0.947601 0.873926 1.09838 0.721188 0.598984 0.587148 1.02053 0.548704 0.521762 0.582941
threshold=0.09518500000000002 -0.086224999999999982 -0.088274999999999978 -0.062534999999999993 0.077930000000000013 0.13772500000000001 0.083905000000000021 -0.083554999999999977 0.091150000000000023 0.089960000000000026 -0.071519999999999986 1.0000000180025095e-35 0.0083850000000000018 -0.084049999999999986 -0.014954999999999998 -0.083854999999999999 -0.017484999999999997 -0.078624999999999987 0.086115000000000011 0.13752500000000004 0.095330000000000012 0.10695000000000002 -0.087784999999999988 0.094305000000000014 -0.061204999999999989
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=2 -2 -1 23 6 -6 -5 9 10 13 12 20 16 -4 -15 -16 17 -9 -17 -7 -12 -22 -18 -3 -25
right_child=1 3 7 4 5 19 -8 8 -10 -11 11 -13 -14 14 15 18 22 -19 -20 -21 21 -23 -24 24 -26
leaf_value=-0.00021358238227167487 -0.00089450697344816571 0.0025585428966156489 0.0032240798091069446 -0.0023239977964514724 0.0036250797164571252 -3.9909957514746101e-05 0.00058081353331398782 0.0018085149846464928 -0.0008966114851591203 0.0037283794453765126 0.0022783919593461852 0.0047770388199403309 8.5702548187159864e-05 0.0032348232561187108 0.0029795305123975864 0.0012905411867615891 0.0016797639868369174 0.00039985102957714206 0.0020222114861636344 0.0014944004255221458 0.00030060886118340693 0.0020913735555308666 0.0029795289261966592 0.0010368914466286014 0.0023051907155219181
leaf_weight=55 88 90 67 67 79 54 96 126 54 57 79 53 72 59 64 290 95 111 286 54 71 65 55 92 67
leaf_count=55 88 90 67 67 79 54 96 126 54 57 79 53 72 59 64 290 95 111 286 54 71 65 55 92 67
internal_value=0 0.000970289 0.00174574 0.00124443 0.000757069 0.00195146 -0.000612513 0.00181299 0.00146567 0.00214245 0.00164129 0.00220444 0.00131224 0.00202429 0.00190913 0.00178675 0.00154015 0.00114923 0.00165403 0.000726226 0.00156975 0.0011573 0.00215708 0.00192904 0.00157202
internal_weight=0 687 1659 599 350 187 163 1604 781 823 727 268 459 766 699 640 387 237 576 108 215 136 150 249 159
internal_count=2346 687 1659 599 350 187 163 1604 781 823 727 268 459 766 699 640 387 237 576 108 215 136 150 249 159
is_linear=0
shrinkage=0.0103142


Tree=1730
num_leaves=16
num_cat=0
split_feature=9 13 2 159 4 156 1 4 51 160 9 4 157 12 402
split_gain=4.37203 4.76416 2.44568 2.21502 2.00913 1.9183 2.04312 4.23792 1.48715 1.23946 2.23807 1.22517 0.657765 1.34783 0.588571
threshold=-1.0000000180025095e-35 -0.16392499999999996 0.081460000000000019 -0.4182749999999999 0.50934500000000005 0.10788500000000002 0.085595000000000018 -0.032764999999999996 0.10736500000000002 0.0088350000000000008 0.081890000000000004 0.020345000000000005 -0.0066899999999999989 0.08598500000000002 -0.016959999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 9 -4 5 6 8 -8 -5 10 12 -2 -3 -14 -15
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 -12 -13 13 14 -16
leaf_value=-0.0013451075919478741 -0.0017755676423560514 0.00072168145572086648 0.0028154899839188644 0.0012454500751152067 -0.00089096096121340379 0.0025392427586824954 0.0019608728674370122 -0.00057992205999570108 -0.00028558015254485079 0.0004047961052244488 0.003918338503888316 0.00017550604249658494 0.0033002865881730315 0.00083979254446332687 0.0018970743906851744
leaf_weight=72 59 52 68 1095 54 81 95 201 66 52 54 68 58 69 212
leaf_count=72 59 52 68 1095 54 81 95 201 66 52 54 68 58 69 212
internal_value=0 0.00113537 0.00124525 0.00106244 0.000987499 0.00105352 0.000970853 0.000235178 0.00115832 0.00185561 0.00202491 -0.000730065 0.00176314 0.00192258 0.00163783
internal_weight=0 2284 2157 1660 1592 1538 1457 296 1161 497 445 127 391 339 281
internal_count=2356 2284 2157 1660 1592 1538 1457 296 1161 497 445 127 391 339 281
is_linear=0
shrinkage=0.00991364


Tree=1731
num_leaves=21
num_cat=0
split_feature=1 2 12 4 2 15 12 1 15 48 2 52 1 12 1 403 16 4 4 1446
split_gain=119.348 21.24 20.9978 11.0835 7.76593 7.39954 9.57817 11.6184 6.19782 6.87649 5.22847 7.5447 13.4449 5.00929 3.40808 2.2102 4.27602 2.25762 1.71931 1.09083
threshold=0.10752500000000002 0.12051500000000002 0.085090000000000013 0.27161500000000005 -1.0000000180025095e-35 -0.15614499999999998 -0.011819999999999999 0.092810000000000017 -0.41971499999999995 0.085790000000000019 0.088850000000000012 -0.53283999999999987 0.088340000000000016 0.11769500000000001 0.11790000000000002 0.084910000000000013 -0.08595499999999999 -0.08916499999999998 -0.49269499999999994 0.086320000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 -1 7 -7 -3 -10 15 18 13 -13 -4 17 -17 -8 -12 -19
right_child=1 8 14 -5 -6 6 10 -9 9 -11 11 12 -14 -15 -16 16 -18 19 -20 -21
leaf_value=0.0038898999461022521 0.00088196770823143606 0.0015837814814723113 0.0034000731747121453 0.0019638071933855135 0.0020260361482664006 0.0030940595097633198 0.0036556634500791527 0.0015599257289140409 1.4459756912165151e-05 0.0011812300652339286 0.0038731343827625563 0.0030073065423900096 0.0016030894495909266 0.0021909771035270218 0.0024913100897941557 0.0033730450867108077 0.002355960091832322 0.0031818861477798241 0.0032274638957843086 0.0035352651742979269
leaf_weight=66 71 71 52 59 78 65 80 59 57 71 52 517 52 52 52 52 52 684 53 61
leaf_count=66 71 71 52 59 78 65 80 59 57 71 52 517 52 52 52 52 52 684 53 61
internal_value=0 0.00160244 0.00208333 0.00303206 0.00148106 0.00306621 0.00303563 0.00236432 0.000990922 0.000661861 0.00308592 0.00292649 0.00282145 0.00293275 0.00294595 0.00321047 0.00286476 0.00325402 0.00354748 0.00321086
internal_weight=0 452 253 1904 149 1845 1779 124 199 128 1655 726 621 569 104 929 104 825 105 745
internal_count=2356 452 253 1904 149 1845 1779 124 199 128 1655 726 621 569 104 929 104 825 105 745
is_linear=0
shrinkage=0.00250084


Tree=1732
num_leaves=19
num_cat=0
split_feature=1 52 12 1 12 12 13 4 14 4 52 402 51 1 1446 15 402 42
split_gain=89.6777 24.452 16.3371 10.9357 11.2656 9.13252 6.61837 5.88908 5.0799 4.73165 5.97357 2.48952 3.05307 6.10504 2.40303 1.96284 1.48191 0.687727
threshold=0.10538500000000002 -0.40011499999999994 -0.088684999999999986 0.12450500000000002 0.089475000000000013 0.11769500000000001 -1.0000000180025095e-35 0.094510000000000025 0.054835000000000009 0.032965000000000001 0.0043000000000000009 0.090595000000000023 0.078435000000000019 0.078015000000000015 0.088500000000000009 -0.40992999999999996 0.10913500000000002 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 8 15 -3 9 11 17 12 14 -14 -4 -5 -13 -11
right_child=1 3 5 6 -6 -7 -8 -9 -10 10 -12 16 13 -15 -16 -17 -18 -19
leaf_value=0.0017570438931974965 0.003314338839779558 0.00095021872774862684 0.0030617067026835697 0.00094776203762232647 0.0027469343922213621 0.002034676803943682 0.0016552807061136837 0.0019431384221595012 0.0038165149115738681 0.0021450876003209036 0.0032753715828956979 0.0037793644743560023 0.0031118483073263249 0.0020773542323857656 0.0036259127515693439 0.00028769722350574446 0.0031891327498533794 0.0025327635232585068
leaf_weight=80 59 83 1056 71 72 68 73 93 61 79 72 54 107 69 59 62 77 61
leaf_count=80 59 83 1056 71 72 68 73 93 61 79 72 54 107 69 59 62 77 61
internal_value=0 0.00167455 0.00295436 0.00146138 0.00184442 0.00300867 0.00100011 0.00147505 0.00304773 0.00301901 0.00264078 0.00307538 0.0030391 0.00270644 0.00309159 0.00064028 0.00343266 0.00231421
internal_weight=0 513 1843 454 248 1763 206 176 1695 1634 212 1422 1291 176 1115 133 131 140
internal_count=2356 513 1843 454 248 1763 206 176 1695 1634 212 1422 1291 176 1115 133 131 140
is_linear=0
shrinkage=0.00270699


Tree=1733
num_leaves=14
num_cat=0
split_feature=9 10 49 49 15 39 0 12 1 2 147 457 51
split_gain=3.55898 3.86464 2.64574 2.35517 4.09375 2.58782 1.68036 2.83314 2.50885 2.17305 1.53444 0.772786 1.17464
threshold=-1.0000000180025095e-35 -0.15282499999999996 -0.15884999999999996 -0.008964999999999999 -0.092059999999999989 0.098905000000000007 -0.14151499999999997 -0.050214999999999989 0.093575000000000019 0.10774000000000002 0.089025000000000007 0.084365000000000009 -0.014214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 8 -8 -5 -9 11 12 -6
right_child=1 2 3 5 10 -7 7 9 -10 -11 -12 -13 -14
leaf_value=-0.0010691220130840788 -0.0014824435152930894 0.0038151637987305287 -0.0016990319578512754 0.00396681392105625 0.00015279983126650277 -0.00052713806583798602 0.003631890284122466 0.0015661978058981241 0.0012676159871746612 0.00046677426695645432 -0.00043405753511649518 0.0027457048099235786 0.0021257135425053475
leaf_weight=72 54 52 74 81 65 69 68 1317 78 246 53 52 75
leaf_count=72 54 52 74 81 65 69 68 1317 78 246 53 52 75
internal_value=0 0.0013531 0.00142182 0.00136462 0.000512237 0.00151083 0.00158945 0.00148664 0.0026434 0.00139323 0.0011806 0.00162691 0.00121054
internal_weight=0 2284 2230 2178 319 1859 1790 1631 159 1563 245 192 140
internal_count=2356 2284 2230 2178 319 1859 1790 1631 159 1563 245 192 140
is_linear=0
shrinkage=0.0107308


Tree=1734
num_leaves=16
num_cat=0
split_feature=3 97 1186 47 16 4 42 43 0 47 43 4 0 4 3
split_gain=3.43427 2.67231 2.10505 1.79887 2.51714 4.20762 2.67161 1.82997 3.51961 1.64818 1.06861 1.42959 1.05337 2.57866 1.62419
threshold=0.31370500000000007 -1.0000000180025095e-35 0.084100000000000022 0.07813500000000001 -0.44010499999999991 0.024315000000000003 0.086195000000000008 0.053790000000000011 -0.10023499999999998 0.094825000000000007 -0.010064999999999999 -0.0097949999999999982 -0.085669999999999982 -0.085574999999999984 -0.046329999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 12 -3 8 -7 -5 11 -11 13 -6 -14
right_child=-2 2 -4 9 5 7 -8 -9 -10 10 -12 -13 14 -15 -16
leaf_value=-0.0010783606280333803 -0.00096871532278425916 0.0032717692583732563 -0.00062820414283005165 0.0027675518966264021 0.0029138884267498892 -0.002667760541581752 0.00076575681105592157 0.0012503819324151857 0.00010006564895034904 0.001899639126759416 0.0020629023633048681 -2.7279741313176586e-05 0.0010096002111683845 0.0011038597430976125 -0.00017127489937633232
leaf_weight=52 79 78 63 89 79 53 66 54 141 55 90 78 864 405 110
leaf_count=52 79 78 63 89 79 53 66 54 141 55 90 78 864 405 110
internal_value=0 0.000973103 0.00102109 0.0010692 0.000960585 0.000862338 0.00212386 -0.000240185 -0.000655589 0.0017129 0.00129154 0.000768831 0.00104994 0.0013995 0.000876136
internal_weight=0 2277 2225 2162 1850 1706 144 248 194 312 223 133 1458 484 974
internal_count=2356 2277 2225 2162 1850 1706 144 248 194 312 223 133 1458 484 974
is_linear=0
shrinkage=0.00915867


Tree=1735
num_leaves=10
num_cat=0
split_feature=14 0 151 160 1420 15 0 39 151
split_gain=2.3161 3.58195 2.64881 2.36746 2.36717 2.00973 1.50935 1.2269 1.10675
threshold=-0.23083499999999998 -0.22607999999999998 0.084350000000000008 -0.53908999999999996 -0.069964999999999986 -0.17677499999999999 -0.14822499999999997 0.085345000000000018 -0.086944999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6 -8
right_child=1 2 -4 4 5 6 8 -9 -10
leaf_value=0.0024553611122508849 -0.0011541408100602571 -0.00099308975152802379 0.0027757465251085438 0.0028201432793107848 -0.00092583646127563453 0.0023868618770850206 0.00010699276282233099 0.00098654025110821554 0.0010152276983500688
leaf_weight=99 80 62 78 66 90 74 144 52 1599
leaf_count=99 80 62 78 66 90 74 144 52 1599
internal_value=0 0.000905258 0.000981405 0.000914292 0.000972744 0.000910449 0.000999227 -0.000224784 0.000940254
internal_weight=0 2245 2165 2087 2025 1959 1817 142 1743
internal_count=2344 2245 2165 2087 2025 1959 1817 142 1743
is_linear=0
shrinkage=0.00991364


Tree=1736
num_leaves=23
num_cat=0
split_feature=1 3 47 2 2 14 1 16 49 147 13 2 15 16 15 16 2 16 13 47 3 3
split_gain=120.749 22.3845 10.9716 10.4396 9.02969 8.89781 8.79276 8.34015 6.46456 5.72325 4.22689 3.22559 4.61956 2.75261 11.9441 3.79565 3.29024 3.02525 2.4489 2.15977 1.90769 1.62183
threshold=0.10335000000000001 -0.058704999999999993 0.094160000000000008 0.099675000000000014 0.11444000000000001 0.076975000000000002 0.11670500000000002 -0.082219999999999988 -1.0000000180025095e-35 0.084575000000000025 -0.0013449999999999996 0.11366500000000002 -0.032264999999999995 0.081265000000000018 -1.0000000180025095e-35 0.014185000000000001 0.090225000000000014 -0.0007049999999999999 -1.0000000180025095e-35 0.084210000000000021 -0.073444999999999983 -0.072894999999999988
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 4 6 5 19 9 10 -8 -5 13 -3 18 -13 15 -15 16 17 -1 20 -2 -10 -18
right_child=1 2 -4 8 -6 -7 7 -9 11 -11 -12 12 -14 14 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0033406810163133611 0.0026520012291923554 0.0014313482841366498 0.002383467694852595 0.002063070626268519 0.001783311825246957 0.0042533578042056354 0.0013753673622594748 0.00021239612001865715 0.0033423037483529439 0.0025169139668527857 0.0023509024696857406 0.0030912672646561347 0.0021298185110011766 0.0030682000182625491 0.0044661401172318062 0.0027072962153343529 0.0029283853498715817 0.0039430369692970311 0.0036326490837614088 0.00327997423008903 0.0026911650757432308 0.0033645226149220378
leaf_weight=806 72 70 76 54 58 59 103 58 52 57 53 72 52 93 61 68 176 54 56 62 58 74
leaf_count=806 72 70 76 54 58 59 103 58 52 57 53 72 52 93 61 68 176 54 56 62 58 74
internal_value=0 0.00191637 0.00155562 0.003228 0.00259264 0.00331932 0.00133399 0.000956571 0.00284353 0.00327963 0.00182779 0.00298877 0.00268829 0.00331225 0.0036221 0.00327172 0.00330627 0.00337853 0.00321306 0.00294275 0.00299921 0.00305759
internal_weight=0 552 360 1792 192 1448 284 161 344 1389 123 290 124 1332 154 1178 1110 860 166 134 110 250
internal_count=2344 552 360 1792 192 1448 284 161 344 1389 123 290 124 1332 154 1178 1110 860 166 134 110 250
is_linear=0
shrinkage=0.0024518


Tree=1737
num_leaves=26
num_cat=0
split_feature=1 52 1 2 12 4 15 1 12 16 52 16 0 16 4 1 0 0 1 11 16 12 403 16 52
split_gain=123.176 29.4445 16.608 18.0872 14.6876 7.10922 7.98777 8.06847 5.80359 5.35093 4.87085 5.49184 3.56786 5.3778 3.61769 3.47415 2.87244 2.66522 2.4239 4.543 2.05602 1.77711 1.50687 1.05178 0.931364
threshold=0.10508500000000001 -0.40011499999999994 0.12450500000000002 0.10575500000000002 0.077755000000000005 -0.44205499999999992 -0.11251499999999999 0.092810000000000017 0.091475000000000015 -0.06421499999999998 -0.054974999999999989 -0.4058199999999999 -0.061204999999999989 0.31615500000000002 0.053255000000000004 0.079415000000000013 -0.088484999999999994 -0.14076499999999997 0.090485000000000024 1.0000000180025095e-35 0.037060000000000003 0.083785000000000012 -0.10802999999999999 0.0070300000000000007 0.10347000000000002
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=4 -2 3 -3 5 -1 -7 15 18 17 -4 -12 14 -14 16 -8 -10 -5 19 21 24 -6 -23 -24 -18
right_child=1 2 10 9 8 6 7 -9 12 -11 11 -13 13 -15 -16 -17 20 -19 -20 -21 -22 22 23 -25 -26
leaf_value=0.003722787637863195 0.0037491104059184364 0.0031285910747056839 0.00074497868635074738 0.0024914033624810748 0.0039864476589752075 0.0035741802232667403 0.0024399158054190418 0.0017713441582182389 0.0040315818850212969 0.0011756072061277949 0.001208340191470126 0.0022006896927825896 0.0025420835906092526 0.0035734106627544706 0.0029450319126945418 0.003273814055274197 0.0036345261905763007 0.0017148007267556943 0.0031481495051800205 0.0043688689549980942 0.0030826379192767212 0.0032896351252909867 0.003672714174091654 0.0033625962669506884 0.0033266249106099223
leaf_weight=54 56 95 59 54 78 53 60 62 58 57 89 54 74 52 78 61 194 53 56 54 77 88 562 77 89
leaf_count=54 56 95 59 54 78 53 60 62 58 57 89 54 74 52 78 61 194 53 56 54 77 88 562 77 89
internal_value=0 0.00206985 0.00186581 0.00227693 0.00342554 0.00291892 0.00273488 0.00249166 0.00352111 0.00178343 0.00133854 0.00158326 0.00333788 0.00296792 0.00343181 0.00286053 0.00352259 0.00210698 0.00364564 0.00367804 0.00344051 0.00363167 0.00359357 0.00363539 0.00353779
internal_weight=0 517 461 259 1827 290 236 183 1537 164 202 143 622 126 496 121 418 107 915 859 360 805 727 639 283
internal_count=2344 517 461 259 1827 290 236 183 1537 164 202 143 622 126 496 121 418 107 915 859 360 805 727 639 283
is_linear=0
shrinkage=0.0024518


Tree=1738
num_leaves=15
num_cat=0
split_feature=4 2 150 2 150 0 43 43 40 15 15 43 150 4
split_gain=91.4956 36.1161 19.0192 19.7809 10.3824 11.3901 7.17256 4.90877 3.49042 2.6602 2.12857 2.36296 1.34825 1.2764
threshold=0.30163500000000004 0.13388500000000003 0.081245000000000026 0.10161500000000002 -0.045534999999999992 -0.14733499999999997 -0.085349999999999995 -0.072864999999999985 -0.026419999999999996 -0.42759999999999992 0.029300000000000003 -0.086304999999999979 0.089910000000000018 -0.095209999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 -4 -2 -7 -9 11 -10 -8 -12
right_child=7 -3 3 -5 5 8 12 9 10 -11 13 -13 -14 -15
leaf_value=0.0023154922402224359 0.0011005321318054095 0.0016645093579886322 0.0034715548069313316 0.00131817061483175 0.0039723803572172603 0.0026005310455308231 0.0027757655379653844 0.002071059244714455 0.0028035851390376082 0.001512863787281736 0.0035780818695004971 0.0031305757158824428 0.0022786981629821972 0.0032153785852535345
leaf_weight=75 81 100 60 59 88 61 52 83 140 94 55 637 63 696
leaf_count=75 81 100 60 59 88 61 52 83 140 94 55 637 63 696
internal_value=0 0.00299325 0.00306014 0.00245314 0.0031412 0.00317812 0.00283565 0.00156317 0.00313411 0.00177475 0.0031554 0.00307169 0.00250367 0.00324197
internal_weight=0 2086 1986 234 1752 1677 175 258 1589 177 1528 777 115 751
internal_count=2344 2086 1986 234 1752 1677 175 258 1589 177 1528 777 115 751
is_linear=0
shrinkage=0.00226508


Tree=1739
num_leaves=19
num_cat=0
split_feature=1 52 1 4 52 150 15 15 39 52 1375 42 15 4 43 4 403 52
split_gain=150.512 36.201 22.992 13.1666 8.71645 7.8352 7.83537 6.94015 6.12779 5.32958 4.22947 3.92474 2.75769 8.34705 4.52482 4.66134 2.55867 1.17421
threshold=0.10508500000000001 -0.40011499999999994 0.12450500000000002 0.25472500000000003 -0.054974999999999989 0.085825000000000012 -0.077559999999999976 -0.26826999999999995 0.081875000000000017 -1.0000000180025095e-35 -0.081379999999999994 0.11551500000000002 0.03981500000000001 -0.1075 -0.11278499999999998 -0.44205499999999992 -0.072134999999999991 0.11483500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 8 -4 6 9 -6 10 -3 -1 12 14 -14 -12 -16 -13 -15
right_child=1 2 4 -5 7 -7 -8 -9 -10 -11 11 16 13 17 15 -17 -18 -19
leaf_value=0.0028226874314068915 0.0039707126503245394 0.0012786197199482761 -0.00013091744984822731 0.0022939805732544926 0.00065763981969223489 0.0012924937447188454 0.0031815661466441116 0.001947343100775601 0.0028522717509088173 0.0025076736184235526 0.0029030032948909193 0.0036140072299611545 0.0049391660919606657 0.0037942046648607678 0.0043161341010118986 0.0035700261569766465 0.0027822111509083281 0.0034547653360383528
leaf_weight=52 56 53 59 67 85 73 68 58 88 65 74 57 52 552 78 638 67 102
leaf_count=52 56 53 59 67 85 73 68 58 88 65 74 57 52 552 78 638 67 102
internal_value=0 0.00178936 0.00152431 0.00354514 0.00079763 0.00209095 0.00240416 0.00118095 0.00359275 0.0019559 0.00363171 0.00365766 0.00369849 0.00382958 0.00358129 0.00365135 0.00316482 0.00374131
internal_weight=0 517 461 1827 202 259 186 143 1760 118 1672 1620 1496 706 790 716 124 654
internal_count=2344 517 461 1827 202 259 186 143 1760 118 1672 1620 1496 706 790 716 124 654
is_linear=0
shrinkage=0.00287267


Tree=1740
num_leaves=25
num_cat=0
split_feature=1 1 1 4 47 12 12 47 15 1 49 15 4 15 4 1 160 1 4 13 12 15 15 4
split_gain=147.519 21.9473 15.7465 16.1519 10.7978 10.2767 8.24516 8.23137 6.91959 4.8471 4.25037 3.39495 3.38714 3.15042 6.99375 3.6303 6.06364 2.53573 2.46134 2.07736 1.67766 1.48336 1.2775 0.691468
threshold=0.10915500000000002 0.12419000000000001 0.090485000000000024 -0.033449999999999987 0.085505000000000012 0.085090000000000013 0.11769500000000001 0.083875000000000019 -0.41309499999999993 0.098420000000000021 0.093945000000000015 -0.12431499999999999 0.25759000000000004 0.03981500000000001 -0.097514999999999977 1.0000000180025095e-35 -0.021849999999999998 0.10024500000000001 -0.077679999999999985 -0.077274999999999996 0.083785000000000012 -0.47090499999999996 -0.0036549999999999998 0.020345000000000005
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 5 6 17 8 12 10 9 21 -5 11 -1 -2 15 -15 22 -17 18 -4 -12 -16 -3 -13 -21
right_child=1 4 3 7 -6 -7 -8 -9 -10 -11 19 13 -14 14 20 16 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0042384269582403326 0.0016057276635703672 0.0012232452977522941 0.0030937448151931342 0.0028632243140953406 0.0023982178174711327 0.003170858044189798 0.0027140947171791258 0.0033462709290167847 0.00050655576862650034 0.0019219464049495486 0.0037288488218001296 0.0037395338654645617 0.0024387741096728176 0.0046188265073236557 0.0041679976890628715 0.002634145192033463 0.0037389431716048933 0.0039718269319306884 0.0037442418863193722 0.0033912121317040524 0.0037042972361607859 0.0018114762751283036 0.0033195578047022457 0.0030324501273196478
leaf_weight=79 54 52 75 54 52 87 54 65 67 85 63 315 65 60 52 60 60 71 67 59 594 52 52 78
leaf_count=79 54 52 75 54 52 87 54 65 67 85 63 315 65 60 52 60 60 71 67 59 594 52 52 78
internal_value=0 0.00195269 0.00354139 0.00311874 0.00141942 0.00252984 0.00365687 0.00262519 0.00112162 0.00228781 0.00369144 0.00374386 0.00206097 0.00371109 0.00381625 0.00355859 0.00318676 0.0035913 0.00340085 0.00335791 0.00374166 0.00151761 0.0036801 0.00318714
internal_weight=0 429 1943 417 223 206 1526 204 171 139 1472 1272 119 1193 706 487 120 213 142 200 646 104 367 137
internal_count=2372 429 1943 417 223 206 1526 204 171 139 1472 1272 119 1193 706 487 120 213 142 200 646 104 367 137
is_linear=0
shrinkage=0.0024518


Tree=1741
num_leaves=17
num_cat=0
split_feature=4 12 13 42 147 42 4 43 4 13 42 48 13 13 160 4
split_gain=140.231 26.9429 16.1582 10.151 8.0887 6.48132 5.86227 4.39429 4.25642 6.29506 4.79353 3.39765 3.02389 2.58657 2.15481 1.88587
threshold=0.30163500000000004 -0.024179999999999997 -0.16392499999999996 0.12314500000000002 0.086575000000000013 -0.0043149999999999994 0.59999500000000017 -0.070049999999999987 -0.082249999999999976 -0.085164999999999977 0.085495000000000015 0.087470000000000006 -0.066659999999999983 -0.062109999999999992 0.083670000000000008 0.053455000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 8 -1 7 -2 9 -4 -11 -7 15 -9 -14 -10
right_child=6 2 3 -5 -6 11 -8 13 12 10 -12 -13 14 -15 -16 -17
leaf_value=0.0032291461291049763 0.00097521413395236089 0.0021937636698297737 0.0047138259166577519 0.002441806621337827 0.0025700734526772373 0.0025576524096038514 0.00062014651568442281 0.0013723212914584701 0.0037361246831981438 0.0038700795519393243 0.0030682940000369523 0.0016859972094368382 0.0034770785345475475 0.0021270116814012057 0.0029583830646311418 0.0033445348372921849
leaf_weight=58 62 63 57 55 52 69 61 54 632 390 64 63 428 88 69 107
leaf_count=58 62 63 57 55 52 69 61 54 632 390 64 63 428 88 69 107
internal_value=0 0.00344674 0.00354315 0.00358899 0.00362404 0.00247392 0.00135721 0.00157747 0.0036554 0.00386389 0.00375712 0.00214185 0.00356918 0.00184022 0.00340512 0.00367947
internal_weight=0 2107 1917 1854 1799 190 265 204 1747 511 454 132 1236 142 497 739
internal_count=2372 2107 1917 1854 1799 190 265 204 1747 511 454 132 1236 142 497 739
is_linear=0
shrinkage=0.00270699


Tree=1742
num_leaves=23
num_cat=0
split_feature=1 4 47 1 1 12 3 12 3 1 0 0 4 1 3 43 1454 475 1 12 4 3
split_gain=128.684 25.2937 17.6271 10.7798 9.71603 9.69745 6.4597 6.24755 5.62327 5.25503 3.3636 2.49581 2.9175 2.39763 5.70074 1.78503 1.49332 1.74057 1.28572 0.975503 0.858095 0.295045
threshold=0.10312500000000001 -0.048624999999999995 0.084210000000000021 0.11990500000000003 0.090485000000000024 0.088965000000000002 -1.0000000180025095e-35 0.11769500000000001 -0.038414999999999998 0.10882500000000002 -0.061654999999999995 -0.079249999999999987 -0.08916499999999998 0.081755000000000008 -0.10583499999999998 -0.078139999999999973 0.081220000000000014 -0.085734999999999992 0.085345000000000018 0.093840000000000021 -0.074219999999999994 -0.0042999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 7 6 -6 11 -4 -3 -5 12 -1 14 -13 -16 17 -14 -19 -7 -17 -11
right_child=1 2 8 10 5 19 -8 -9 -10 21 -12 13 16 -15 15 20 -18 18 -20 -21 -22 -23
leaf_value=0.0041767825610309235 0.0032472639581560187 0.0013146288125534941 0.0031547030040963877 0.0013308534636101014 0.001812067872583844 0.0036846524276785714 0.0030665133968823853 0.0026773656661988822 0.0020016280391303046 0.0024511141797741868 0.00059469048155885891 0.0025265973991230174 0.0040873690542455373 0.0039535477571374274 0.0037813230699176273 0.0035613123052404428 0.0032179964699261239 0.003665899801369399 0.0033747830121051274 0.0032669211701656159 0.003199078383644219 0.002162366337818441
leaf_weight=74 99 59 67 100 58 69 58 54 54 52 78 52 62 52 96 77 60 747 128 98 124 54
leaf_count=74 99 59 67 100 58 69 58 54 54 52 78 52 62 52 96 77 60 747 128 98 124 54
internal_value=0 0.00202911 0.00176914 0.00146173 0.00348214 0.00302983 0.00243954 0.003566 0.00264034 0.00195058 0.00100842 0.00359858 0.00366582 0.00341894 0.0033392 0.00348138 0.00362786 0.00365408 0.00362335 0.00343969 0.00333799 0.00230428
internal_weight=0 563 464 343 1809 283 116 1526 121 165 178 1472 1071 401 349 297 997 937 875 167 201 106
internal_count=2372 563 464 343 1809 283 116 1526 121 165 178 1472 1071 401 349 297 997 937 875 167 201 106
is_linear=0
shrinkage=0.00265391


Tree=1743
num_leaves=19
num_cat=0
split_feature=1 1 47 1 15 47 15 150 15 0 16 42 1 43 156 0 16 15
split_gain=189.164 26.5072 16.4602 16.0195 20.5525 13.5899 10.4603 9.55783 6.80409 5.98375 5.81075 5.24667 5.14551 5.10194 4.5578 3.50413 3.84063 1.50448
threshold=0.10915500000000002 0.12419000000000001 0.085505000000000012 0.090485000000000024 -1.0000000180025095e-35 0.083875000000000019 -0.42759999999999992 0.087000000000000008 -0.088709999999999983 -0.14857499999999998 0.51805000000000012 0.11929000000000002 0.098950000000000024 -0.15786499999999998 0.090705000000000022 0.014040000000000002 0.0086100000000000013 0.09167500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 6 9 5 12 -3 8 -2 -1 17 13 -5 -11 15 16 -15 -6
right_child=1 2 -4 4 10 -7 -8 -9 -10 11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0041721584095577337 0.0020550553508603504 0.0013305701971236853 0.0022295824954278714 0.0025519857668615869 0.0029721590767937305 0.0032686127380735564 8.1855861950412895e-05 0.0013137777892396547 0.0031094954957486334 0.0029810546971265734 0.0042643499569255828 0.0027347808888276734 0.0015347519135801057 0.0036513451336411457 0.003004294284661604 0.0042007536057031766 0.0032553251105157731 0.0034879919596498055
leaf_weight=91 81 74 52 52 56 77 97 52 73 96 53 53 78 959 81 62 184 101
leaf_count=91 81 74 52 52 56 77 97 52 73 96 53 53 78 959 81 62 184 101
internal_value=0 0.00159497 0.000997282 0.00342993 0.00299513 0.00243551 0.000622391 0.00224186 0.00255506 0.00354873 0.00354663 0.00350918 0.00194185 0.00353886 0.00358048 0.00361919 0.00358762 0.00330417
internal_weight=0 429 223 1943 417 207 171 206 154 1526 210 1435 130 1382 1286 1205 1143 157
internal_count=2372 429 223 1943 417 207 171 206 154 1526 210 1435 130 1382 1286 1205 1143 157
is_linear=0
shrinkage=0.00250084


Tree=1744
num_leaves=22
num_cat=0
split_feature=1 1 39 47 4 2 14 1 4 4 0 0 160 4 160 475 158 51 160 133 16
split_gain=202.545 38.3729 18.8452 17.9629 14.8716 12.5588 12.3883 8.33908 8.26884 7.32781 6.41438 5.77837 5.00342 8.80441 4.53289 3.95329 3.82332 2.94142 2.0773 1.20693 0.592545
threshold=0.104035 0.12394500000000001 0.081875000000000017 0.085505000000000012 -0.039459999999999995 0.10045500000000002 0.062655000000000016 0.091410000000000005 0.014585000000000002 0.10440500000000001 -0.11208499999999998 -0.079119999999999982 -1.0000000180025095e-35 0.50373500000000015 -0.081539999999999987 -0.07675499999999999 1.0000000180025095e-35 -0.085504999999999984 -1.0000000180025095e-35 -0.14816999999999997 -0.073309999999999986
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=2 4 6 12 -2 -6 8 -4 10 -7 -1 17 -3 -14 -13 -16 18 -12 -10 -19 -20
right_child=1 3 7 -5 5 9 -8 -9 16 -11 11 14 13 -15 15 -17 -18 19 20 -21 -22
leaf_value=0.0021318749460134297 0.0026056202002453627 0.00084900181933028412 0.0024717358954804416 0.0016904892159239618 0.0021816264475203778 0.00055419657885655738 0.0036786840454474772 0.0013015451082927149 0.002606376542994645 0.001505914521925923 0.0033572020687041193 0.0021245322376308188 0.0006481436922674787 -0.00048560106135245144 0.0032543386611074707 0.0026669528813313501 0.0028713749606422492 0.0031683278913645797 0.0019789330348059368 0.0028973765708023048 0.0022691514918172884
leaf_weight=55 72 52 55 54 82 55 69 52 55 100 76 58 59 61 59 352 61 82 67 735 61
leaf_count=55 72 52 55 54 82 55 69 52 55 100 76 58 59 61 59 352 61 82 67 735 61
internal_value=0 0.00129296 0.00275614 0.000637503 0.00177229 0.00151903 0.00280888 0.00190325 0.00277273 0.00116835 0.00283409 0.00286243 0.000306784 7.16373e-05 0.00267386 0.00275133 0.0024163 0.00296144 0.00226449 0.0029246 0.00211741
internal_weight=0 535 1837 226 309 237 1730 107 1661 155 1417 1362 172 120 469 411 244 893 183 817 128
internal_count=2372 535 1837 226 309 237 1730 107 1661 155 1417 1362 172 120 469 411 244 893 183 817 128
is_linear=0
shrinkage=0.00209259


Tree=1745
num_leaves=13
num_cat=0
split_feature=4 4 49 15 0 2 151 151 0 0 0 3
split_gain=6.71887 4.587 4.25744 3.43395 1.77025 1.90276 1.65973 2.91239 1.41812 2.48217 1.23886 0.855091
threshold=0.27161500000000005 -0.51381999999999983 0.14321000000000003 -0.14765999999999999 -0.10803999999999998 0.13574000000000003 -0.085764999999999994 -0.090064999999999992 -0.14989499999999997 -0.13740499999999997 0.12411500000000002 0.11745500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 11 -6 7 -5 -8 -10 -11 -2
right_child=4 2 -4 6 5 -7 8 -9 9 10 -12 -13
leaf_value=0.0063883634275015621 0.0030986903327754052 0.0054160326673204024 -0.00018407944591358381 0.003228223996175764 -0.00099275582562984108 0.0018115300825412052 0.0046251656016263187 -0.00019607891709473883 0.00054285774357294367 0.0031931597733651077 0.001467966401470393 0.0010988694371264398
leaf_weight=59 64 88 56 83 80 59 84 60 54 1552 61 57
leaf_count=59 64 88 56 83 80 59 84 60 54 1552 61 57
internal_value=0 0.00312974 0.00303534 0.00312636 0.00110976 0.000196643 0.00301991 0.00179057 0.00312024 0.00304433 0.003128 0.00215767
internal_weight=0 2097 2038 1982 260 139 1894 143 1751 1667 1613 121
internal_count=2357 2097 2038 1982 260 139 1894 143 1751 1667 1613 121
is_linear=0
shrinkage=0.0118477


Tree=1746
num_leaves=18
num_cat=0
split_feature=1 15 124 4 4 13 3 133 133 133 133 4 15 3 157 4 4
split_gain=5.99309 3.67796 3.66603 3.485 2.6777 2.57456 2.11983 1.47912 1.71637 1.69831 1.04295 0.970441 1.8636 0.836831 0.777924 0.675328 0.518039
threshold=0.10892500000000001 -0.019239999999999997 -0.051674999999999992 -0.49862999999999996 0.42098500000000005 -1.0000000180025095e-35 -0.18766499999999997 0.11370000000000001 0.093490000000000004 0.15371000000000004 0.089625000000000024 0.24099500000000004 -0.14068999999999995 -0.080634999999999984 -0.0013449999999999998 0.0082450000000000006 -0.081839999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 14 5 15 -5 8 10 -9 11 12 -8 16 -1 -4 -11
right_child=1 -3 4 6 -6 -7 7 9 -10 13 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0027749670494705992 -0.00053930034476209121 -0.00092236508725859626 0.00084616504326245521 0.00020866274759628005 0.00055180673328683442 0.0038319009007535703 0.0034013524282021294 -2.0865101503483577e-05 0.0031930402196092924 0.0017820745717348507 0.00086366442441765813 0.0010386860253115276 0.0020118888719607942 0.0022968395396526795 0.0042776855631164049 0.0022136995352797471 0.0005419854645915017
leaf_weight=53 72 75 53 55 101 60 80 55 99 53 61 71 1202 100 55 60 52
leaf_count=53 72 75 53 55 101 60 80 55 99 53 61 71 1202 100 55 60 52
internal_value=0 0.000844186 0.00122738 0.0020035 0.00169196 0.00235706 0.00191261 0.00196541 0.00207093 0.00135101 0.0019923 0.00204311 0.00209867 0.00171954 0.00354111 0.00157312 0.00116883
internal_weight=0 421 346 1936 274 173 1828 1773 1513 260 1414 1353 1282 205 108 113 105
internal_count=2357 421 346 1936 274 173 1828 1773 1513 260 1414 1353 1282 205 108 113 105
is_linear=0
shrinkage=0.00880303


Tree=1747
num_leaves=16
num_cat=0
split_feature=1 15 133 41 11 1 0 0 475 475 159 15 0 3 0
split_gain=4.14537 2.54475 2.81498 2.30286 4.52677 3.47199 2.33741 2.3126 1.80512 3.55511 1.77809 1.49136 1.89123 1.41032 1.31639
threshold=0.10892500000000001 -0.019239999999999997 0.087485000000000021 0.083975000000000008 0.077415000000000012 0.095950000000000021 -0.23046999999999998 -0.13740499999999997 -0.094164999999999985 -0.084699999999999984 0.0055900000000000004 -0.37478999999999996 -0.12608499999999997 0.011825000000000002 -0.062324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 6 -6 -1 -8 -9 -10 -11 13 -13 -2 -14
right_child=1 -3 -4 -5 5 -7 7 8 9 10 -12 12 14 -15 -16
leaf_value=0.0031889778284098979 -0.00044083309433318071 -0.0007520984680260967 -0.00060151820046062748 -0.00013885429735826667 0.0050125089328738881 0.0018548508118983425 0.0002654318107968382 0.0031533136428108575 -0.00032532618546528882 0.0015241141690563594 0.0024273574221144825 0.00066512782268365867 0.0034328436205241747 0.0015406005878309194 0.0015448737561794799
leaf_weight=65 52 75 66 53 52 52 103 54 72 1299 186 62 59 55 52
leaf_count=65 52 75 66 53 52 52 103 54 72 1299 186 62 59 55 52
internal_value=0 0.000688388 0.0010009 0.00163373 0.00168367 0.00343457 0.00158126 0.00152024 0.00160041 0.00154649 0.00163731 0.00137894 0.00187453 0.0005768 0.00254922
internal_weight=0 421 346 1936 1883 104 1779 1714 1611 1557 1485 280 173 107 111
internal_count=2357 421 346 1936 1883 104 1779 1714 1611 1557 1485 280 173 107 111
is_linear=0
shrinkage=0.00863042


Tree=1748
num_leaves=17
num_cat=0
split_feature=10 2 51 4 11 4 4 2 124 124 3 157 160 49 1212 4
split_gain=4.27682 3.4399 2.0762 2.43267 2.03341 3.54266 2.04169 1.91019 1.46608 1.8032 1.54616 1.97347 1.70946 1.57127 1.65798 1.39801
threshold=0.046740000000000011 0.12051500000000002 -1.0000000180025095e-35 0.45363500000000007 0.078065000000000009 -0.15618499999999999 -0.17689999999999997 0.09678500000000001 -0.051674999999999992 -0.08645499999999999 -0.078484999999999985 -0.018414999999999997 -0.080384999999999984 -0.081334999999999977 0.087685000000000013 0.055260000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 15 6 -6 7 -1 9 -8 13 -12 -13 -10 -15 -4
right_child=-2 2 3 -5 5 -7 8 -9 10 -11 11 12 -14 14 -16 -17
leaf_value=0.0014880573126404405 -0.0012783272499924802 -0.00086209132509522586 0.0011113235700122683 0.0025610386747094999 0.0012292194189581569 0.0042496220243733954 0.0014553755368912273 0.0038901601766132598 -0.00023701185197134829 -0.00091144259128012322 0.00039083563044379756 0.0029535506207725138 0.0016901302330703362 0.0014194477857738007 0.00034310412632338085 -0.00077881596103383506
leaf_weight=60 53 80 71 53 73 59 55 52 61 53 76 116 403 892 139 61
leaf_count=60 53 80 71 53 73 59 55 52 61 53 76 116 403 892 139 61
internal_value=0 0.00135219 0.000370061 0.000903412 0.00147978 0.00257999 0.00140358 0.00260419 0.00132861 0.000292976 0.00139485 0.00177081 0.0019727 0.00118991 0.00127443 0.000237109
internal_weight=0 2304 265 185 2039 132 1907 112 1795 108 1687 595 519 1092 1031 132
internal_count=2357 2304 265 185 2039 132 1907 112 1795 108 1687 595 519 1092 1031 132
is_linear=0
shrinkage=0.00915867


Tree=1749
num_leaves=16
num_cat=0
split_feature=43 2 30 4 16 16 16 12 3 3 3 12 2 3 3
split_gain=2.91244 2.02698 2.29641 2.20526 2.70183 2.10204 2.47632 2.15026 2.29232 1.71337 1.54101 1.53327 2.15751 1.87725 0.616008
threshold=-0.50504499999999986 0.10836000000000003 0.086065000000000016 -0.26545999999999997 0.25032500000000008 -0.073774999999999993 -0.26987499999999992 0.089370000000000019 0.12991000000000003 -0.15078499999999997 -0.074479999999999977 0.11512500000000002 -0.082219999999999974 -0.0047649999999999993 -0.025669999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 14 8 -7 -5 -9 12 -11 -14 -3
right_child=1 5 -4 9 -6 7 -8 10 -10 11 -12 -13 13 -15 -16
leaf_value=0.0033524802954802554 0.0040559413298822348 -0.00036113558828910613 -0.00069917836508032248 -0.0003413723846579755 0.0011906589366226621 -0.0023354213053655517 0.0026624296259680851 0.0015493376748920474 0.00041272829973426059 -0.00071382413593233641 -0.00037718139634016114 0.0029101899927726636 0.0011648441345291575 0.0023235908884543278 0.00099003281787655344
leaf_weight=55 59 52 56 65 66 61 76 89 54 53 70 52 1320 147 82
leaf_count=55 59 52 56 65 66 61 76 89 54 53 70 52 1320 147 82
internal_value=0 0.00108839 0.00123724 0.00129884 0.0025439 0.000529056 0.00126071 -3.13185e-05 -0.00104408 0.00120371 0.000700532 0.00126766 0.0012114 0.00128103 0.000464925
internal_weight=0 2302 1818 1762 125 484 210 274 115 1637 159 1572 1520 1467 134
internal_count=2357 2302 1818 1762 125 484 210 274 115 1637 159 1572 1520 1467 134
is_linear=0
shrinkage=0.00971926


Tree=1750
num_leaves=24
num_cat=0
split_feature=1 12 2 1 15 12 15 2 3 15 11 0 3 2 3 0 159 15 156 43 3 48 42
split_gain=164.357 32.0484 26.4401 25.9914 19.4728 10.3391 5.22919 4.46996 4.57501 4.18695 10.3482 8.74885 8.18963 8.00616 3.27788 2.61522 2.49351 2.28497 2.54881 1.6451 1.0116 0.816318 0.795347
threshold=0.11831500000000002 0.054520000000000006 0.14307 0.10141500000000002 -0.12640499999999996 0.11769500000000001 -0.10364499999999999 0.092235000000000025 0.084735000000000019 -0.035449999999999988 1.0000000180025095e-35 -0.062324999999999998 -0.10175499999999998 0.10028500000000001 0.0025650000000000004 -0.069734999999999978 0.085345000000000018 0.091475000000000015 0.081415000000000015 -0.076834999999999987 -0.073309999999999986 0.086095000000000019 0.10378500000000002
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=1 3 4 7 -2 9 -5 8 -1 12 11 17 -3 -12 -8 -9 19 18 -11 21 -21 -14 -19
right_child=2 5 -4 6 -6 -7 14 15 -10 10 13 -13 16 -15 -16 -17 -18 22 -20 20 -22 -23 -24
leaf_value=0.0039335192723968923 0.001148735985606889 0.0024178062822191224 0.00030019143087771068 0.0025613050271785166 0.0026850183535413706 0.0025481691300603252 0.0012575487601793717 0.002506533197449241 0.0030250888956207785 0.0036546841438271382 0.0048405978939592021 0.0025295063256640066 0.003518212903813051 0.0035588331040935133 0.0020693717684328516 0.0032034397467566754 0.0037686545965522709 0.0033977691026127327 0.0032130844829386007 0.0029219078275874344 0.0033427947374882216 0.0031970794782345941 0.0030676021902359919
leaf_weight=62 101 55 92 53 84 73 56 63 62 544 57 53 159 52 55 58 78 220 85 80 55 64 52
leaf_count=62 101 55 92 53 84 73 56 63 62 544 57 53 159 52 55 58 78 220 85 80 55 64 52
internal_value=0 0.00326794 0.00133297 0.00267795 0.00184643 0.00341624 0.00195145 0.00316416 0.00347951 0.003457 0.00354043 0.00346169 0.00327632 0.00422934 0.00166003 0.0028408 0.00338457 0.00351649 0.00359505 0.00330081 0.00309357 0.00342616 0.00333474
internal_weight=0 2036 277 409 185 1627 164 245 124 1554 1063 954 491 109 111 121 436 901 629 358 135 223 272
internal_count=2313 2036 277 409 185 1627 164 245 124 1554 1063 954 491 109 111 121 436 901 629 358 135 223 272
is_linear=0
shrinkage=0.00235659


Tree=1751
num_leaves=19
num_cat=0
split_feature=1 2 2 4 13 14 49 4 49 1 52 1 15 51 1 13 42 52
split_gain=127.617 31.1511 19.304 19.3011 16.0299 12.3233 9.71308 6.07171 6.45023 5.19693 4.21819 3.72404 2.66135 2.90479 1.68528 1.57506 1.82015 1.15548
threshold=0.11831500000000002 0.099675000000000014 0.14271500000000001 0.30163500000000004 -0.089624999999999982 0.076975000000000002 -0.014169999999999999 -0.13833499999999996 -0.008964999999999999 0.10600000000000002 0.51224500000000017 0.085425000000000015 -0.14798499999999998 -0.08860999999999998 0.098700000000000024 0.034905000000000012 0.091545000000000015 -0.018574999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -3 7 -6 -1 11 14 12 17 -10 -14 15 16 -8 -9
right_child=2 4 -4 -5 6 -7 9 8 10 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.002666571652126558 0.0026970005545088756 0.001550729515989762 0.0003705918884934717 0.0010285093986472751 0.0019267105150320208 0.0044949798355663814 0.0033387584460116086 0.0035202829792845159 0.0040044838941201422 0.0022450184212018838 0.0026922087958698156 0.0025622304176545481 0.0029307858900412057 0.0034479293494650036 0.0035206598129568153 0.0026185615581492436 0.0028388546951071303 0.0030092773344160741
leaf_weight=97 83 80 95 99 70 57 109 52 52 55 52 100 77 976 52 53 86 68
leaf_count=97 83 80 95 99 70 57 109 52 52 55 52 100 77 976 52 53 86 68
internal_value=0 0.00314862 0.00130301 0.00178956 0.00259899 0.0033299 0.00279625 0.00328483 0.00332836 0.00296763 0.00340463 0.00292711 0.00343813 0.00341014 0.00310002 0.00301171 0.00311843 0.00323094
internal_weight=0 2036 277 182 505 1531 425 1474 1377 355 1157 220 1105 1053 300 248 195 120
internal_count=2313 2036 277 182 505 1531 425 1474 1377 355 1157 220 1105 1053 300 248 195 120
is_linear=0
shrinkage=0.00255085


Tree=1752
num_leaves=22
num_cat=0
split_feature=2 2 13 15 49 13 13 480 4 0 159 49 13 159 13 52 39 4 2 49 13
split_gain=4.90555 2.34145 2.89202 2.26914 2.78751 2.28472 1.99122 1.73561 2.42192 2.12399 1.8888 2.06653 4.28869 1.58579 1.4394 1.40149 1.30091 1.16145 1.0776 1.41463 0.566593
threshold=0.17000000000000001 0.10161500000000002 -0.15416999999999995 -0.080944999999999989 1.0000000180025095e-35 -0.079299999999999995 -0.089624999999999982 -0.068944999999999992 -0.13833499999999996 0.043875000000000004 0.082585000000000006 0.0033550000000000003 -0.014114999999999997 0.091215000000000018 -0.026084999999999997 -0.082354999999999984 1.0000000180025095e-35 0.07252500000000002 0.10699500000000002 0.018515000000000004 0.00084500000000000016
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 2 -1 4 5 -3 -5 -4 9 -9 11 16 -13 -12 -6 -15 -10 18 -8 20 -20
right_child=-2 3 7 6 14 -7 17 8 10 -11 13 12 -14 15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0032765664024496498 -0.0016708516014489951 0.00030143808287719269 0.0027442432311061736 -0.00048632767548880833 -3.3763936257905251e-05 -0.0021182962821852339 2.7890885445514136e-05 -0.0012606819812735969 0.0012086139594302643 0.001159612817837294 0.0034580039848185534 0.0011202224672116178 -0.0018905970890180294 0.00059054575093685007 0.0020771463767451704 0.0025420892498333758 0.0024355827317518392 0.0025786855410184829 0.002640883225018932 0.00040996201760363783 0.0013846992299353666
leaf_weight=57 52 60 58 55 52 66 57 60 1014 57 52 136 53 59 52 60 75 53 61 68 56
leaf_count=57 52 60 58 55 52 66 57 60 1014 57 52 136 53 59 52 60 75 53 61 68 56
internal_value=0 0.00111784 0.00128763 0.000625601 -6.6824e-05 -0.000965281 0.0010809 0.00121776 0.00116116 -8.07447e-05 0.0012615 0.00114276 0.000275411 0.00214839 0.00102077 0.00157532 0.0012932 0.00137342 0.00110906 0.00144166 0.00204045
internal_weight=0 2261 1681 580 230 126 350 1624 1566 117 1449 1278 189 171 104 119 1089 295 242 185 117
internal_count=2313 2261 1681 580 230 126 350 1624 1566 117 1449 1278 189 171 104 119 1089 295 242 185 117
is_linear=0
shrinkage=0.00897909


Tree=1753
num_leaves=21
num_cat=0
split_feature=1 2 10 4 0 14 12 2 1 0 12 2 13 482 13 13 52 12 52 52
split_gain=92.7266 23.3091 18.804 11.9713 11.5775 8.9071 5.40001 6.67604 6.56065 3.71462 3.13385 3.04725 2.51798 1.86974 1.86578 2.42022 1.6834 1.41621 1.29554 1.21114
threshold=0.11831500000000002 0.10161500000000002 -0.011559999999999999 0.30163500000000004 -0.13314999999999996 0.076975000000000002 0.023990000000000004 0.079570000000000016 0.084525000000000003 -0.17785499999999996 0.10254500000000001 0.13247500000000004 -0.10278499999999999 0.099135000000000015 0.0083850000000000018 -0.035449999999999988 0.11614000000000001 -0.06202499999999999 -0.27209499999999992 0.070205000000000017
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 5 -2 -4 9 6 7 -1 -9 -3 12 14 -8 16 15 19 -14 -5 -16 -6
right_child=2 4 3 17 11 -7 10 8 -10 -11 -12 -13 13 -15 18 -17 -18 -19 -20 -21
leaf_value=0.0017400367553387093 -0.0002802909999961642 0.0019278744325950258 0.0020272873464776131 0.001105953811000793 0.0022370889644182561 0.0037270499661762181 0.0033278750484682113 0.0033636510003407609 0.0022121778635486242 0.0010597049698209259 0.0023633955092828627 0.0018096355483631834 0.0028597769769746818 0.0023668177931821304 0.0024708379741329094 0.0030501544486169008 0.0025738989339322161 0.00056658558024717213 0.0019112314334918208 0.0027291421758224819
leaf_weight=73 52 59 101 69 82 58 59 53 75 65 102 53 931 61 53 56 152 55 52 52
leaf_count=73 52 59 101 69 82 58 59 53 75 65 102 53 931 61 53 56 152 55 52 52
internal_value=0 0.00261705 0.00107466 0.00138792 0.00212972 0.00276411 0.002727 0.00234459 0.00268917 0.001473 0.00278588 0.00236364 0.00282168 0.00279555 0.00246309 0.00261168 0.00281968 0.000866933 0.00219395 0.00242823
internal_weight=0 2036 277 225 472 1564 1506 201 128 124 1305 348 1203 1144 295 190 1083 124 105 134
internal_count=2313 2036 277 225 472 1564 1506 201 128 124 1305 348 1203 1144 295 190 1083 124 105 134
is_linear=0
shrinkage=0.00250084


Tree=1754
num_leaves=22
num_cat=0
split_feature=1 1 10 457 14 15 52 16 16 49 49 160 1 16 15 42 1 13 15 133 43
split_gain=168.298 30.6837 24.6616 20.7891 14.7006 10.6045 8.45388 6.50732 7.5492 7.21223 5.97109 5.44425 5.39733 7.59038 6.63082 3.23025 2.68883 2.7451 2.28123 1.1989 0.849542
threshold=0.11831500000000002 0.10124500000000002 -0.011559999999999999 0.079590000000000008 0.062655000000000016 -0.12640499999999996 -0.092059999999999989 0.0086100000000000013 0.081265000000000018 -0.0088649999999999996 -0.07107999999999999 -1.0000000180025095e-35 0.081540000000000015 0.21684500000000004 -0.054259999999999996 0.10256000000000001 0.093505000000000019 0.016935000000000002 -0.42759999999999992 0.23074000000000003 -0.081694999999999976
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 4 -2 6 7 18 -3 9 -9 10 20 -8 13 -10 -15 16 17 -11 -4 -17 -1
right_child=2 3 5 -5 -6 -7 11 8 12 15 -12 -13 -14 14 -16 19 -18 -19 -20 -21 -22
leaf_value=0.0040895020520859407 0.00044168544801532919 0.0044164747327356908 0.0022473636648554485 0.0019514283461752294 0.0055867514453547045 0.0030624877363379694 0.0040093681830848807 0.0032987970360851188 0.0047005765563891098 0.0046161705788077172 0.0034244952944922189 0.0030197138306055438 0.0048381534794412172 0.0040772106348699799 0.0029051237315210524 0.003786779282795698 0.0039462615249002365 0.0042026762601063763 0.0015392033676543519 0.0042860225416154587 0.0045569923266436515
leaf_weight=52 52 87 68 52 63 100 62 82 69 791 88 97 68 89 52 52 52 128 57 94 58
leaf_count=52 52 87 68 52 63 100 62 82 69 791 88 97 68 89 52 52 52 128 57 94 58
internal_value=0 0.00421909 0.00205724 0.00344726 0.00435141 0.00243049 0.00376334 0.00430493 0.00399412 0.00439 0.00393117 0.00340579 0.00419912 0.00399206 0.00364515 0.00447131 0.00452584 0.00455861 0.00192466 0.0041084 0.00433625
internal_weight=0 2036 277 298 1738 225 246 1675 360 1315 198 159 278 210 141 1117 971 919 125 146 110
internal_count=2313 2036 277 298 1738 225 246 1675 360 1315 198 159 278 210 141 1117 971 919 125 146 110
is_linear=0
shrinkage=0.00260187


Tree=1755
num_leaves=12
num_cat=0
split_feature=3 39 16 43 475 160 3 150 49 475 11
split_gain=3.50302 3.07245 2.25546 2.21852 1.6255 1.72151 1.81436 1.885 2.00677 1.68295 1.60121
threshold=0.11745500000000002 0.11124500000000002 -0.11180499999999999 -0.50149499999999991 -0.085719999999999977 -0.54119499999999987 -0.18766499999999997 0.087865000000000013 -0.065034999999999996 -0.090439999999999979 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 9 -6 -7 10 -9 -5 -8
right_child=2 -3 -4 4 5 6 7 8 -10 -11 -12
leaf_value=0.0038225444778432396 0.0014994627332701445 -0.00096325914792867783 -0.0010211202658680042 0.0018240459863147851 0.0034174280809387424 -0.0001579764850108938 0.0016346905084473286 0.0015984955126753253 -0.00089118684649284725 0.0043837243138619758 0.0032833692179174805
leaf_weight=59 74 52 100 76 60 73 1596 84 72 52 74
leaf_count=59 74 52 100 76 60 73 1596 84 72 52 74
internal_value=0 0.00166421 5.01803e-05 0.00172793 0.00166866 0.00159044 0.00153265 0.00160031 0.000448662 0.00286483 0.00170782
internal_weight=0 2198 174 2146 2087 1959 1899 1826 156 128 1670
internal_count=2372 2198 174 2146 2087 1959 1899 1826 156 128 1670
is_linear=0
shrinkage=0.0109455


Tree=1756
num_leaves=21
num_cat=0
split_feature=2 3 4 156 0 52 15 0 52 0 52 42 48 3 15 1375 1209 52 3 15
split_gain=4.52126 2.76869 3.75208 2.40728 3.58608 3.11564 3.2589 2.51684 1.82434 2.17852 1.50875 1.36443 1.33476 1.75559 1.36686 1.25792 0.974554 0.911849 0.700987 0.387992
threshold=0.099675000000000014 0.092330000000000009 -0.17689999999999997 0.087825000000000014 0.040035000000000008 0.026115000000000003 -0.026169999999999995 -0.061994999999999995 0.14114500000000005 -0.14822499999999997 0.10539000000000001 0.087195000000000009 0.10168500000000001 0.011825000000000002 -0.091604999999999978 -0.068444999999999992 0.087170000000000011 0.40391000000000005 -0.066424999999999984 0.098605000000000012
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 2 -1 4 5 6 12 11 9 -4 15 -7 13 14 -2 -11 -17 -10 -5 -19
right_child=3 -3 8 18 -6 7 -8 -9 17 10 -12 -13 -14 -15 -16 16 -18 19 -20 -21
leaf_value=0.0034294145805780591 -0.00069345839112740996 -0.0003107934427675582 0.0027565058476621764 0.00087780511239610572 -0.0016315029741649091 0.0026045646746382296 -0.0018915584827026352 -0.00023470941963359943 -0.00031757381807727083 0.0023966348047839581 0.0024860239985960752 0.00089979719788552907 -0.00070667333177286992 0.0019634543408299072 0.0009282770251360286 0.0010428617535065978 0.0019330468800977585 0.00041937252057348248 0.0022003905173790615 0.0013953333718687805
leaf_weight=54 66 79 68 57 66 77 56 54 70 55 63 56 66 52 78 1096 92 59 54 54
leaf_count=54 66 79 68 57 66 77 56 54 70 55 63 56 66 52 78 1096 92 59 54 54
internal_value=0 0.00120452 0.00127888 0.000404123 0.000186653 0.000424449 -7.49394e-05 0.00127415 0.00120424 0.0013079 0.0012324 0.00188743 0.000313008 0.000656821 0.000184367 0.00116879 0.00111187 0.000425469 0.00152202 0.000886545
internal_weight=0 1690 1611 682 571 505 318 187 1557 1374 1306 133 262 196 144 1243 1188 183 111 113
internal_count=2372 1690 1611 682 571 505 318 187 1557 1374 1306 133 262 196 144 1243 1188 183 111 113
is_linear=0
shrinkage=0.00829529


Tree=1757
num_leaves=14
num_cat=0
split_feature=12 1375 132 0 14 48 0 52 151 1453 160 49 12
split_gain=2.89109 2.83071 2.5132 2.56298 2.96081 2.40647 1.91434 1.54736 1.46776 1.55439 1.38342 1.71766 1.13228
threshold=0.10823500000000001 -0.096099999999999977 0.10790500000000001 -0.17785499999999996 -0.075879999999999989 0.083180000000000018 -0.11073999999999999 0.096795000000000006 0.084350000000000008 -0.048199999999999993 -0.034034999999999989 -0.0055299999999999993 0.11999500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 10 12 9 -8 -6 -12 -2
right_child=7 2 -4 4 6 -7 8 -9 -10 -11 11 -13 -14
leaf_value=-0.0011901783086442504 -0.0016753405202712577 0.0038039098159112919 0.0028757006350557134 -0.00092881015188744562 -0.0012320297942122161 0.00094874256439605239 0.0024955355555192557 0.0011005390592688396 0.0027595067283532598 0.0010416343933645842 -0.00081981460287222348 0.0014123968684978752 0.00016149964832752915
leaf_weight=53 69 63 78 77 53 54 76 62 55 1520 52 97 63
leaf_count=53 69 63 78 77 53 54 76 62 55 1520 52 97 63
internal_value=0 0.0010719 0.00112836 0.00106173 0.000975272 0.00248704 0.00105445 -0.000190613 0.00116592 0.00111093 0.000142886 0.00063266 -0.000797865
internal_weight=0 2178 2125 2047 1930 117 1853 194 1651 1596 202 149 132
internal_count=2372 2178 2125 2047 1930 117 1853 194 1651 1596 202 149 132
is_linear=0
shrinkage=0.00991364


Tree=1758
num_leaves=20
num_cat=0
split_feature=4 2 150 2 2 14 2 14 4 3 12 12 2 12 51 4 3 12 12
split_gain=126.538 37.9736 31.6638 12.0593 10.358 10.2492 10.3455 6.55991 5.50319 8.44724 3.98197 3.45124 3.15506 2.83994 1.99866 1.91985 1.29825 0.88453 0.828064
threshold=0.36766000000000004 0.099675000000000014 0.081245000000000026 0.14234000000000005 -0.0091949999999999983 -0.45687499999999998 0.13538500000000001 0.062655000000000016 -0.26545999999999997 0.083605000000000013 -1.0000000180025095e-35 0.095165000000000013 0.088820000000000024 0.090465000000000004 -0.023134999999999996 -0.080429999999999988 -0.00094999999999999989 0.099340000000000012 0.11086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 -1 -2 16 8 -6 12 -3 14 13 -10 -12 -14 -7 -13 -19
right_child=5 2 -4 -5 7 6 -8 -9 9 -11 11 17 15 -15 -16 -17 -18 18 -20
leaf_value=0.0021966466213914747 0.0020432364456319969 0.0021943361368768105 0.00086636463642517623 0.0015069120773105009 0.0038891845099717796 0.0014449466646794186 -5.4298281907658595e-05 0.0040453338829124835 0.00333487628250978 0.0021275939123067506 0.0035883343444632156 0.0023798732728142051 0.0025173946580023714 0.0030330076620443021 0.0029647522820317853 0.0030433630143169277 0.00094064695394477642 0.002989562450424386 0.0025458864135435278
leaf_weight=71 53 62 79 55 65 65 65 57 685 53 53 54 53 292 94 334 69 60 53
leaf_count=71 53 62 79 55 65 65 65 57 685 53 53 54 53 292 94 334 69 60 53
internal_value=0 0.00295826 0.00235147 0.00262362 0.00315045 0.00104609 0.000780386 0.00319444 0.00316169 0.0031283 0.00278689 0.00290381 0.00316717 0.00324468 0.00318977 0.0029714 0.00118547 0.00265194 0.00278171
internal_weight=0 2120 510 431 1610 252 199 1539 1482 1417 376 314 1364 977 147 387 134 167 113
internal_count=2372 2120 510 431 1610 252 199 1539 1482 1417 376 314 1364 977 147 387 134 167 113
is_linear=0
shrinkage=0.00255085


Tree=1759
num_leaves=28
num_cat=0
split_feature=4 3 376 2 16 160 3 2 16 3 3 16 12 4 2 42 4 52 4 16 52 50 3 160 4 12 42
split_gain=312.127 101.27 31.5694 33.0046 15.0269 14.2133 12.0017 10.4022 9.78215 6.90363 6.44336 6.05412 5.95986 3.85619 3.50466 5.65645 2.70013 1.31738 1.25582 1.16051 1.03757 0.916145 0.774658 0.767052 0.920756 0.773761 0.52069
threshold=0.36766000000000004 -0.06340999999999998 0.081970000000000015 0.10774000000000002 -0.0013749999999999997 -0.069009999999999988 -0.010299999999999998 0.088820000000000024 -0.50393499999999991 0.14363500000000004 -0.12077499999999998 -0.096494999999999984 0.090465000000000004 -0.46376499999999993 0.10222000000000002 0.080060000000000006 -0.080164999999999986 -0.014149999999999998 -0.0037299999999999994 0.0086100000000000013 -0.10271999999999999 0.093975000000000017 -0.082484999999999989 0.080200000000000007 0.00077000000000000018 0.093595000000000025 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 11 -2 -7 10 -8 -5 -1 -3 20 -9 23 -16 -14 -13 26 -17 -12 22 -22 24 25 -15 -18
right_child=5 2 -4 9 -6 6 8 13 -10 -11 12 17 16 14 15 19 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.012677042765573332 0.0094976611474716591 0.011471633548282329 0.0090703444813042249 0.010231248398505425 0.01205822906101941 0.0089073956018289567 0.0083669150880160761 0.012117431022750997 0.0068351372127221574 0.0091099617210520546 0.011662573200551744 0.010181233992401697 0.012028880191979445 0.011489352734622846 0.010627472777093808 0.011801497243372179 0.011763264031407481 0.01076021700481156 0.011120694720645313 0.011258708015634812 0.012015160644778236 0.01178100278088806 0.012237007338084097 0.011852569417124885 0.011284121436325567 0.011786472425286557 0.011422030828605037
leaf_weight=70 69 60 82 101 102 78 53 64 52 53 53 53 62 143 73 55 56 52 64 52 349 79 164 68 74 109 82
leaf_count=70 69 60 82 101 102 78 53 64 52 53 53 53 62 143 73 55 56 52 64 52 349 79 164 68 74 109 82
internal_value=0 0.0114725 0.010492 0.0107689 0.0113013 0.00852805 0.00816232 0.0117775 0.00760858 0.00984552 0.0119402 0.0108333 0.0118834 0.0115278 0.011462 0.0111689 0.0115642 0.0104682 0.0114214 0.011538 0.012014 0.0120455 0.0120861 0.0115959 0.0115423 0.011618 0.0115607
internal_weight=0 2120 503 421 267 252 183 1617 105 154 979 165 909 638 574 180 264 105 202 107 645 592 513 394 326 252 138
internal_count=2372 2120 503 421 267 252 183 1617 105 154 979 165 909 638 574 180 264 105 202 107 645 592 513 394 326 252 138
is_linear=0
shrinkage=0.00250084


Tree=1760
num_leaves=12
num_cat=0
split_feature=15 0 0 13 13 160 16 0 16 0 15
split_gain=3.65367 2.85718 2.67376 2.57135 3.51816 3.19241 2.11084 1.62904 1.51701 1.23488 0.91248
threshold=-0.2987999999999999 -0.061994999999999995 -0.22607999999999998 -0.16392499999999996 -0.13710499999999998 -0.54638999999999993 0.62720500000000012 0.0037850000000000002 0.12292000000000002 -0.10653 -0.044164999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 10 -5 -6 7 9 -9 -7 -4
right_child=2 -3 3 4 5 6 -8 8 -10 -11 -12
leaf_value=0.0012869006069394398 -6.8332486723134638e-05 -0.0010711266372981057 0.0011245556490858842 0.0040988558939633341 -0.00058049330332989176 0.0010527843269664717 0.0035052080141818394 -0.00047111789970872301 0.0017223640241590037 0.001866311990112136 -0.00060864818492068211
leaf_weight=102 78 80 54 55 52 183 59 56 54 1523 52
leaf_count=102 78 80 54 55 52 183 59 56 54 1523 52
internal_value=0 0.000249857 0.00162862 0.00169206 0.00176788 0.0017013 0.00176463 0.00170803 0.000604776 0.0017791 0.000273364
internal_weight=0 182 2166 2088 1982 1927 1875 1816 110 1706 106
internal_count=2348 182 2166 2088 1982 1927 1875 1816 110 1706 106
is_linear=0
shrinkage=0.00934185


Tree=1761
num_leaves=22
num_cat=0
split_feature=3 12 43 12 43 3 3 0 12 11 124 0 0 403 0 0 51 156 1454 43 51
split_gain=124.908 60.7277 17.9987 15.1552 14.0559 7.45639 6.2206 16.0298 5.82374 4.12548 3.59279 3.55232 2.72199 2.68195 3.37322 6.584 4.46737 1.57352 1.56863 1.14463 0.888566
threshold=0.30112000000000005 0.078515000000000015 -0.042649999999999993 0.13820000000000002 -0.097279999999999991 0.11745500000000002 0.077930000000000013 -0.079249999999999987 0.09141500000000001 1.0000000180025095e-35 -0.081324999999999981 -0.10490499999999998 -0.22607999999999998 -0.089364999999999986 0.11535000000000002 -0.049744999999999991 -0.041524999999999992 0.085835000000000009 0.080340000000000009 -0.043589999999999997 -0.085574999999999984
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 2 4 8 -1 6 7 -4 9 11 -6 -3 -8 19 15 16 -15 18 -13 -10 -19
right_child=-2 3 5 -5 10 -7 12 -9 13 -11 -12 17 -14 14 -16 -17 -18 20 -20 -21 -22
leaf_value=0.0028786889525309663 0.00027986305898462663 0.0027841023375248996 0.0033096079124408616 0.0020488571922393168 0.0017337999262494745 0.0019491956892703861 0.0028769354292576105 0.0015079945130845676 0.0036873071728100379 0.0040109731494635198 0.00099724223970201926 0.0034197000997484217 0.0035722141517350601 0.0026499243698063614 0.003652490705387946 0.0022331257693659402 0.0032293920992081484 0.003929128120403462 0.0029823602768167486 0.0032495717728274003 0.003478739185029773
leaf_weight=52 98 53 62 57 96 61 62 53 63 67 64 678 70 98 53 56 367 53 52 81 52
leaf_count=52 98 53 62 57 96 61 62 53 63 67 64 678 70 98 53 56 367 53 52 81 52
internal_value=0 0.00305236 0.00233189 0.0032689 0.00179251 0.00270308 0.00288916 0.00247952 0.00331045 0.00343372 0.00143934 0.00339013 0.00324584 0.00314646 0.00307246 0.00301341 0.00310732 0.00342857 0.00338858 0.00344126 0.00370632
internal_weight=0 2250 520 1730 212 308 247 115 1673 955 160 888 132 718 574 521 465 835 730 144 105
internal_count=2348 2250 520 1730 212 308 247 115 1673 955 160 888 132 718 574 521 465 835 730 144 105
is_linear=0
shrinkage=0.00240373


Tree=1762
num_leaves=22
num_cat=0
split_feature=1 52 1 12 14 0 0 15 3 4 160 52 16 12 13 16 43 52 4 4 13
split_gain=150.447 40.1984 22.3438 15.8179 10.3564 12.2969 11.3144 7.86052 7.34099 6.99094 6.27275 5.87347 5.41637 4.00869 3.91212 3.54022 2.71398 2.45176 2.29011 1.66088 1.19909
threshold=0.10335000000000001 -0.41304999999999997 0.13554500000000003 0.088395000000000015 0.062655000000000016 -0.13314999999999996 0.040035000000000008 -0.09693499999999998 0.31400500000000003 0.054560000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.071629999999999985 0.088295000000000012 -0.080299999999999996 0.0045450000000000013 -0.073404999999999984 0.089325000000000015 -0.050564999999999992 -0.0049999999999999984 -0.0021749999999999994
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=4 -2 3 10 5 7 9 -1 -4 13 -3 -8 14 17 -12 20 -11 19 -17 -7 -15
right_child=1 2 8 -5 -6 6 11 -9 -10 16 12 -13 -14 15 -16 18 -18 -19 -20 -21 -22
leaf_value=0.003025544017300845 0.0034270321560774713 0.0020073770575256044 0.0010269444295294959 0.0026095233496236745 0.0041021371468465883 0.0033907248640371243 0.0029143694381803193 0.0017405394343373744 -0.0001196025404133231 0.0030434707684717454 0.00095047326537595327 0.0017865679231424774 0.00049170537239514309 0.003300438447320901 0.0018638381168133301 0.0024237326287129901 0.0024174529583956424 0.0030180407500326784 0.0030316922650751423 0.0037266603610281624 0.0030430504665932443
leaf_weight=52 67 74 86 92 63 444 60 64 55 83 52 52 52 383 62 59 85 89 104 113 157
leaf_count=52 67 74 86 92 63 444 60 64 55 83 52 52 52 383 62 59 85 89 104 113 157
internal_value=0 0.00164936 0.0013975 0.00174481 0.00312427 0.00308895 0.00314392 0.0023168 0.000579524 0.00319949 0.00141323 0.00239098 0.00114821 0.00325832 0.00144745 0.00312973 0.00272689 0.00339822 0.00281179 0.00345892 0.00322565
internal_weight=0 540 473 332 1808 1745 1629 116 141 1517 240 112 166 1349 114 703 168 646 163 557 540
internal_count=2348 540 473 332 1808 1745 1629 116 141 1517 240 112 166 1349 114 703 168 646 163 557 540
is_linear=0
shrinkage=0.0024518


Tree=1763
num_leaves=18
num_cat=0
split_feature=3 132 3 11 16 52 41 42 0 0 16 3 0 3 43 3 42
split_gain=7.90159 1.64837 3.3916 2.02769 1.84491 5.02798 3.92692 2.21791 2.0618 1.88328 5.51384 2.0067 1.42329 1.27789 1.73651 1.65617 0.535968
threshold=0.31370500000000007 0.089365000000000014 -0.094679999999999986 0.080705000000000013 0.21684500000000004 -0.42005999999999993 0.075585000000000013 0.085195000000000007 -0.055879999999999992 -0.11208499999999998 -0.066704999999999987 0.097710000000000005 0.024745000000000003 -0.086424999999999988 -0.26568499999999995 -0.010299999999999998 -0.038454999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 7 9 -6 -7 10 11 -1 -5 14 -11 -15 -4
right_child=-2 2 16 12 5 8 -8 -9 -10 13 -12 -13 -14 15 -16 -17 -18
leaf_value=0.0010629101675475522 -0.0013507343548751411 -0.0011998683614284351 0.0022229763214342878 0.004003410373785668 0.0035408389464740317 0.00066752782756944993 0.0040172344848290959 0.0011134286314380527 -0.0019498087309546633 0.0027835880623374096 -0.0010777533882868754 0.003123836178531062 0.0019014832571985153 0.0021179538668979793 0.0010703372519033517 0.00090500217840146756 0.00095034233226776394
leaf_weight=103 78 52 66 57 55 53 66 82 52 62 80 69 56 943 312 110 52
leaf_count=103 78 52 66 57 55 53 66 82 52 62 80 69 56 943 312 110 52
internal_value=0 0.00167256 0.000786712 0.00174422 0.00167488 0.000909653 0.00178094 0.00208866 -0.000627727 0.00169298 0.000947636 0.00189026 0.00296263 0.00182453 0.00135462 0.00199134 0.001663
internal_weight=0 2270 170 2100 1987 242 1745 137 105 1679 252 172 113 1427 374 1053 118
internal_count=2348 2270 170 2100 1987 242 1745 137 105 1679 252 172 113 1427 374 1053 118
is_linear=0
shrinkage=0.00934185


Tree=1764
num_leaves=18
num_cat=0
split_feature=4 3 48 11 2 3 2 2 2 4 15 16 3 16 16 4 15
split_gain=123.471 29.2871 12.6351 11.5184 10.8993 8.16926 8.0558 7.82103 7.00939 6.62285 5.22276 5.16125 5.04807 2.68456 5.08539 2.60011 2.41207
threshold=0.30163500000000004 0.10812000000000001 0.092475000000000016 1.0000000180025095e-35 0.096930000000000016 0.13772500000000001 0.10527500000000002 0.12708000000000003 -0.0050599999999999994 0.020345000000000005 -0.087404999999999983 -0.059624999999999991 0.25468500000000005 0.41484500000000007 -0.019749999999999993 -0.16772499999999999 -0.46503999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 8 16 -1 15 -4 -11 -3 14 -8 -10 -2
right_child=5 12 10 4 -6 -7 13 -9 9 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0025566430336649596 0.0024233668914899103 0.0026025628106294474 0.0031608769196288058 0.0050042678009193176 0.003496482991292597 0.00060233824651138163 0.003169729783098426 0.00096927050558694812 0.00410408656867661 0.0033444367895044316 0.0023061376434138675 0.0024438537991665764 0.0015656142506631418 0.0034244026163419818 0.0022607811535317068 0.0035345685575769413 0.0017493494445513669
leaf_weight=52 58 61 94 56 65 54 88 63 53 120 86 60 57 53 69 1180 79
leaf_count=52 58 61 94 56 65 54 88 63 53 120 86 60 57 53 69 1180 79
internal_value=0 0.00331277 0.00338507 0.00344844 0.00419452 0.00146624 0.00339452 0.00169936 0.00346029 0.00349353 0.00275265 0.00304439 0.00210189 0.0029356 0.00277043 0.00355907 0.00203489
internal_weight=0 2094 1976 1796 121 254 1675 200 1465 1413 180 180 118 210 157 1233 137
internal_count=2348 2094 1976 1796 121 254 1675 200 1465 1413 180 180 118 210 157 1233 137
is_linear=0
shrinkage=0.00250084


Tree=1765
num_leaves=17
num_cat=0
split_feature=1 447 12 1374 40 1 12 14 0 51 1447 484 0 43 13 13
split_gain=7.67034 2.76961 1.7987 1.71645 1.77546 2.25313 3.69294 4.40223 2.54608 2.50445 2.31662 2.17987 1.54705 1.47195 1.23193 1.0112
threshold=0.13554500000000003 0.089095000000000021 -0.036614999999999988 0.086000000000000007 -0.085734999999999992 0.089840000000000017 0.090775000000000008 -1.0000000180025095e-35 -0.014954999999999998 0.11178000000000002 -0.0077349999999999988 -0.081554999999999989 -0.13010499999999997 -0.040789999999999993 -0.066659999999999983 0.055020000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 9 7 -7 -9 10 11 -6 -12 14 -8 -15
right_child=2 -3 -4 -5 5 6 13 8 -10 -11 12 -13 -14 15 -16 -17
leaf_value=0.0036465968734964199 0.00032512708869185408 -0.0003194285247816615 -0.0020593136388729733 0.0035495749515344101 0.0017547082921478894 0.003287955574063201 0.002146356829096118 0.00052359379695619975 -0.0019330280220721575 0.00035141463997060633 0.003221237907997292 0.0042541007430783829 0.0018335270656231646 0.0034184781089342847 0.00016265047127217048 0.0017402261979424236
leaf_weight=52 73 62 58 59 59 52 77 253 52 91 89 91 1104 96 55 60
leaf_count=52 73 62 58 59 59 52 77 253 52 91 89 91 1104 96 55 60
internal_value=0 0.00178667 -0.000729755 0.00184635 0.00179914 0.00175288 0.00125606 0.000568419 0.000104406 0.00197627 0.00208628 0.00327173 0.00193714 0.00210808 0.00132063 0.00277369
internal_weight=0 2252 131 2190 2131 2079 645 357 305 1434 1343 150 1193 288 132 156
internal_count=2383 2252 131 2190 2131 2079 645 357 305 1434 1343 150 1193 288 132 156
is_linear=0
shrinkage=0.0101119


Tree=1766
num_leaves=19
num_cat=0
split_feature=2 2 2 150 30 2 16 52 14 150 16 42 52 1429 1213 2 52 52
split_gain=170.113 80.2361 42.3771 20.7986 19.8793 14.9195 10.4359 15.1992 6.84653 3.20947 3.64875 3.35473 3.03519 3.30141 2.11049 1.47845 0.683042 0.332665
threshold=0.13538500000000001 -1.0000000180025095e-35 0.10527500000000002 0.083205000000000015 0.086065000000000016 0.16394500000000004 0.26391000000000003 0.016565000000000003 0.062655000000000016 0.08926000000000002 -0.011859999999999997 0.088200000000000014 0.26959000000000005 0.083810000000000009 0.027540000000000002 0.14578500000000003 0.0029250000000000005 -0.45478499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 6 -1 15 7 -4 9 11 -11 12 13 -3 16 -2 -13 -8
right_child=5 2 3 -5 -6 -7 17 -9 -10 10 -12 14 -14 -15 -16 -17 -18 -19
leaf_value=0.0021549976102797929 0.0014309490834580672 0.003768754831117915 0.0018427299801453494 0.0013980093805007635 0.00020536206947295558 -0.00047458750417566021 0.0036122213612685855 0.003300979158930838 0.0044278824488900772 0.0026322296438806149 0.0035570522656581207 0.0032292420044435425 0.0031572530823537294 0.003210351593614861 0.0038557367129352189 0.00083079963508269467 0.0034484784486922184 0.0033375283574014372
leaf_weight=103 58 858 100 73 54 59 77 94 65 52 66 192 70 79 64 54 209 56
leaf_count=103 58 858 100 73 54 59 77 94 65 52 66 192 70 79 64 54 209 56
internal_value=0 0.00327772 0.0034147 0.00265443 0.0014846 0.000583962 0.00293484 0.00254945 0.00359843 0.00356451 0.00314974 0.00359774 0.0036825 0.0037217 0.00341413 0.00114184 0.00334358 0.00349677
internal_weight=0 2212 2055 400 157 171 327 194 1655 1590 118 1472 1007 937 465 112 401 133
internal_count=2383 2212 2055 400 157 171 327 194 1655 1590 118 1472 1007 937 465 112 401 133
is_linear=0
shrinkage=0.00260187


Tree=1767
num_leaves=21
num_cat=0
split_feature=1 1 16 123 457 4 4 158 16 16 4 1 4 16 1447 16 4 4 1 16
split_gain=196.523 48.8556 26.0728 17.2867 15.1641 7.18762 6.51425 7.01972 4.60161 4.5246 4.12898 4.21158 3.09882 2.49842 2.15145 1.89915 1.53051 1.95391 1.24452 1.05082
threshold=0.104035 0.13554500000000003 0.51148500000000008 0.081990000000000021 0.079590000000000008 0.41181500000000004 0.049545000000000006 1.0000000180025095e-35 -0.019749999999999993 -0.11118499999999999 -0.49432999999999994 0.090540000000000023 0.50373500000000015 0.11346000000000002 -0.085709999999999995 0.39524000000000009 -0.033449999999999987 -0.077679999999999985 0.11831500000000002 -0.123625
decision_type=2 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 8 9 19 -2 -1 -11 13 -3 14 -12 -15 17 -13 -7 -8
right_child=1 12 -4 -5 -6 18 7 -9 -10 10 11 16 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=0.0039596380771627195 0.0026958428872514515 0.00073802546829807773 0.0036370961604932201 0.0021320326008680969 0.00063847595336324902 0.0018242782865710591 0.0029657961458369932 0.0036754750950041444 0.0018893793980927283 0.0039372674434573944 0.0039270828295502932 0.0028351702482585792 -1.5801137657611655e-05 0.0029181897493674907 0.0034596006477022319 0.0034924701881557389 0.0027299671414254306 0.0034464777985442848 0.0012899770225381583 0.0025658602110450531
leaf_weight=102 103 65 56 67 54 52 72 69 73 89 64 53 66 89 964 58 61 80 54 92
leaf_count=102 103 65 56 67 54 52 72 69 73 89 64 53 66 89 964 58 61 80 54 92
internal_value=0 0.00165456 0.00208776 0.00335583 0.00182946 0.00205743 0.00340155 0.00301827 0.00236149 0.00345878 0.00342372 0.00339031 0.000358035 0.00344574 0.00348873 0.00314495 0.00305445 0.00320307 0.00155233 0.0027416
internal_weight=0 523 392 1860 336 282 1793 233 176 1560 1458 1369 131 1175 1028 147 194 133 106 164
internal_count=2383 523 392 1860 336 282 1793 233 176 1560 1458 1369 131 1175 1028 147 194 133 106 164
is_linear=0
shrinkage=0.0024518


Tree=1768
num_leaves=11
num_cat=0
split_feature=2 9 43 151 1375 151 40 132 41 12
split_gain=7.44223 2.65823 2.54438 2.20867 2.3483 2.66285 1.63444 1.25915 2.85935 2.22966
threshold=0.14106500000000002 -1.0000000180025095e-35 -0.049914999999999994 -0.15243999999999999 -0.082349999999999993 -0.086654999999999982 -0.082239999999999994 0.086775000000000005 0.07831500000000001 0.090465000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 -7 8 -8 -9
right_child=2 3 -4 4 5 6 7 9 -10 -11
leaf_value=-8.0584914765131902e-05 0.00097979356441635248 0.0031709496384094626 -0.0015562426451074412 -0.00012428347094245915 0.00021402506574624413 0.0033047572844462033 0.0017164713972910822 -2.2127337677482657e-06 0.0035706735205114611 0.0020362913613452718
leaf_weight=70 53 79 80 59 94 54 1651 89 70 84
leaf_count=70 53 79 80 59 94 54 1651 89 70 84
internal_value=0 0.00164044 -0.000544921 0.00169575 0.00164023 0.00169126 0.0017625 0.00171847 0.00179194 0.000987027
internal_weight=0 2250 133 2180 2101 2042 1948 1894 1721 173
internal_count=2383 2250 133 2180 2101 2042 1948 1894 1721 173
is_linear=0
shrinkage=0.00897909


Tree=1769
num_leaves=32
num_cat=0
split_feature=1 52 1 12 1 150 12 0 4 4 1 4 43 4 0 15 4 4 12 12 15 13 15 43 0 4 52 12 403 15 133
split_gain=157.779 30.1637 19.3722 17.7505 11.5541 8.1754 8.17099 7.17429 6.14623 5.67727 5.32592 4.26803 3.7477 3.74675 2.61577 2.58199 2.30984 2.21132 1.98249 3.19736 2.21421 1.95016 1.91422 1.39582 0.920293 1.126 1.06793 0.504705 0.49313 0.477487 0.372764
threshold=0.104035 -0.41304999999999997 0.13554500000000003 0.088745000000000004 0.091330000000000008 1.0000000180025095e-35 0.092495000000000008 -0.049744999999999991 0.094510000000000025 -0.0090299999999999981 0.11414000000000001 -0.0086449999999999982 -0.038674999999999994 -0.082249999999999976 -0.086284999999999987 -0.40992999999999996 -0.44205499999999992 -0.087344999999999992 0.077755000000000005 0.084055000000000005 -0.084059999999999982 -0.08731499999999999 0.054100000000000002 -0.11741999999999998 -0.091354999999999978 -0.0030749999999999996 -0.08929999999999999 0.10207000000000001 -0.085164999999999977 0.091475000000000015 0.097995000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 6 12 13 11 9 -3 -10 23 -6 14 -1 -4 -16 -18 20 21 -15 -20 -14 -8 25 -21 -26 29 -19 -25 -13
right_child=1 2 15 -5 5 -7 7 -9 10 -11 -12 30 22 18 16 -17 17 28 19 24 -22 -23 -24 27 26 -27 -28 -29 -30 -31 -32
leaf_value=0.0046903520427999199 0.0040803224473610475 0.0020455498693722723 0.0015054413387637778 0.0032960489991190707 0.003214614890961141 0.0025401246273075695 0.0043790497235975129 0.0027617995455417486 0.0029958945486001413 0.0008552063514536089 0.0018918122877121233 0.0035276916565625438 0.003615250140909037 0.0039850590220328599 0.0046579766678619848 0.00075609075061666047 0.0036086947255035791 0.0040646108699028656 0.0041040983382815794 0.0044518476378409381 0.0032566585297619018 0.0048341295777647756 0.0042487561115233221 0.0041818745197244938 0.003646141943182767 0.003947332851540997 0.0039692981099469357 0.0036688275693316529 0.0044152669820350914 0.0038358511174884933 0.0032363655927032009
leaf_weight=96 55 62 65 97 96 63 55 56 53 52 74 89 76 68 53 65 61 63 53 55 53 52 62 53 94 77 351 54 58 69 53
leaf_count=96 55 62 65 97 96 63 55 56 53 52 74 89 76 68 53 65 61 63 53 55 53 52 62 53 94 77 351 54 58 69 53
internal_value=0 0.00222066 0.00200205 0.00233699 0.00387073 0.00339023 0.00396202 0.00364942 0.00195086 0.00150283 0.00235279 0.0037826 0.00361898 0.00408026 0.00431887 0.00113098 0.004167 0.00402386 0.00398186 0.00403782 0.00366624 0.00446591 0.00390007 0.0040059 0.00395987 0.00415776 0.0039011 0.00388913 0.00423293 0.00398641 0.00341916
internal_weight=0 523 468 338 1860 297 1563 429 241 114 127 373 234 1134 331 130 235 182 803 682 121 105 138 231 577 132 445 176 121 122 142
internal_count=2383 523 468 338 1860 297 1563 429 241 114 127 373 234 1134 331 130 235 182 803 682 121 105 138 231 577 132 445 176 121 122 142
is_linear=0
shrinkage=0.00265391


Tree=1770
num_leaves=20
num_cat=0
split_feature=10 0 11 0 1 43 0 156 157 43 43 133 49 0 0 16 133 133 133
split_gain=4.94635 4.81976 3.54841 5.50928 2.72743 2.78894 2.25084 2.101 1.65401 2.40989 1.85957 1.14752 1.08433 0.993607 0.905047 2.05232 1.09307 0.925602 0.459098
threshold=-1.0000000180025095e-35 -0.068669999999999995 0.078340000000000007 0.043875000000000004 0.089710000000000026 0.0035900000000000007 -0.10220499999999998 0.08956500000000002 -0.0013449999999999998 -0.087864999999999985 -0.035884999999999993 -1.0000000180025095e-35 0.093160000000000007 -0.080869999999999984 -0.037794999999999995 0.014185000000000001 0.087195000000000009 0.12032500000000002 0.09389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 7 11 8 -6 -10 -11 -2 14 -14 15 17 -17 -8 -15
right_child=2 -3 3 -5 5 -7 12 -9 9 10 -12 -13 13 18 -16 16 -18 -19 -20
leaf_value=0.0012514189804086195 0.0018189725683289699 -0.0025290057881654357 -0.0016281856480633958 0.0022873745857103006 -0.00050664898542974882 -0.00045963890271287337 0.0019172254311919869 0.0029632179097450343 0.00290284166911831 0.00027165045378897516 0.0015580726503721912 0.0033795439961872569 0.00028476024791008499 0.0020760163656303025 0.0026915953483060483 -0.00051228320678429226 0.0013665215323986611 0.0010996728852609688 0.00090165134732990405
leaf_weight=62 70 56 79 52 52 96 773 57 66 180 216 101 96 67 78 54 54 144 52
leaf_count=62 70 56 79 52 52 96 773 57 66 180 216 101 96 67 78 54 54 144 52
internal_value=0 -0.000541836 0.00141893 -7.31561e-05 0.00150964 0.00101283 0.00173211 0.00126057 0.00107156 0.00124941 0.000973587 0.0027413 0.0016011 0.000993095 0.00171953 0.00164546 0.000426196 0.00178895 0.00156369
internal_weight=0 118 2287 131 2156 667 1489 571 514 462 396 171 1318 215 1103 1025 108 917 119
internal_count=2405 118 2287 131 2156 667 1489 571 514 462 396 171 1318 215 1103 1025 108 917 119
is_linear=0
shrinkage=0.00934185


Tree=1771
num_leaves=21
num_cat=0
split_feature=15 49 123 51 14 15 150 12 0 0 15 0 157 481 49 47 160 474 52 43
split_gain=128.577 49.0457 21.5187 16.2875 11.7913 8.67658 8.63466 9.76481 6.69488 9.8888 4.38657 6.95608 3.88459 3.78377 3.33051 2.66248 2.84936 2.48203 1.71533 1.45062
threshold=-0.2987999999999999 -0.042269999999999995 0.081990000000000021 -1.0000000180025095e-35 -0.41790499999999997 -0.53159999999999996 -0.084634999999999988 0.092495000000000008 -0.13010499999999997 -0.074204999999999979 0.083185000000000023 -0.097414999999999988 -0.082234999999999989 -0.0087899999999999975 0.12073000000000002 0.10280000000000002 -0.11051499999999999 0.085860000000000006 -0.053514999999999993 0.0054600000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 -2 -1 -6 -3 10 18 -10 12 -12 17 -14 15 16 -9 -8 -5 -13
right_child=1 2 -4 8 5 -7 7 14 9 -11 11 19 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.001779965587413988 0.0030945755896755116 0.0022299862115564436 0.0017185294724232482 0.0016832006653835104 0.0011693560014841961 -1.3066689961035889e-05 0.0036798910021295862 0.0025000344556456514 0.002701747886009707 0.0015750387665696794 0.0041191058305049674 0.003323744204632786 0.003489266490814102 0.0029167369685658305 0.0023249777401011047 0.0024390356575877802 0.0030221890926183602 0.0030477714421610082 0.0011158965508695315 0.0029916339864364148
leaf_weight=54 63 60 61 54 57 66 77 59 76 78 53 411 66 438 53 54 442 52 52 79
leaf_count=54 63 60 61 54 57 66 77 59 76 78 53 411 66 438 53 54 442 52 52 79
internal_value=0 0.00288138 0.00301707 0.00208099 0.00091474 0.000534693 0.00306002 0.00308792 0.00183529 0.00213123 0.00320622 0.00335315 0.00308014 0.00299176 0.00285907 0.00291003 0.00296075 0.00342527 0.00140512 0.00327025
internal_weight=0 2228 1905 323 177 123 1844 1784 260 154 1176 543 633 504 608 555 501 129 106 490
internal_count=2405 2228 1905 323 177 123 1844 1784 260 154 1176 543 633 504 608 555 501 129 106 490
is_linear=0
shrinkage=0.00222067


Tree=1772
num_leaves=24
num_cat=0
split_feature=1 52 1 2 1 12 52 1 2 10 15 0 1 0 15 52 1429 12 1447 133 12 52 42
split_gain=186.833 49.8381 19.7477 16.3172 10.1574 8.43973 6.24637 13.5009 7.87358 5.95186 4.00664 3.70489 3.64034 3.43579 2.78076 2.65324 2.40396 2.82844 2.91176 2.19711 3.65821 0.96212 0.556821
threshold=0.104035 -0.41304999999999997 0.12419000000000001 0.090000000000000011 0.091615000000000016 0.089475000000000013 -0.53454499999999994 0.089710000000000026 0.12131500000000002 -0.0069899999999999988 -0.19301999999999997 -0.073999999999999996 0.11189500000000001 -0.14989499999999997 -0.021954999999999999 -0.39430499999999996 0.084770000000000012 0.083795000000000022 -0.08039499999999998 -0.16226499999999996 0.083310000000000009 -0.11756999999999999 0.083120000000000013
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 5 4 13 12 -5 8 15 -4 -11 14 -3 -1 -6 -8 17 22 -19 -17 -21 -20 -15
right_child=1 2 9 6 11 -7 7 -9 -10 10 -12 -13 -14 16 -16 19 -18 18 21 20 -22 -23 -24
leaf_value=0.0055808210787901972 0.00524891873127114 0.0021226942064278202 0.00078664264073811713 0.0051015463335985509 0.0039694608213887523 0.0037158527382948822 0.0038233806499741218 0.0030250584824362144 0.0033283827608550044 0.0015237727902350259 0.0024674020834614466 0.0034969791456451729 0.0029450323363789466 0.0051603008212848696 0.0048826097893138196 0.0039320926397448065 0.0042978122452683844 0.0042858292270315269 0.0045292802603621113 0.0051854760610246858 0.0044523215642875398 0.0049525143223913505 0.0055922827174079382
leaf_weight=66 55 96 53 69 56 70 56 78 62 92 67 52 90 58 60 53 57 70 52 70 374 597 52
leaf_count=66 55 96 53 69 56 70 56 78 62 92 67 52 90 58 60 53 57 70 52 70 374 597 52
internal_value=0 0.00260997 0.00229977 0.00458988 0.00481514 0.00284767 0.00425875 0.00417479 0.00432056 0.00163801 0.0019216 0.00414971 0.00252077 0.00493254 0.00444205 0.00443175 0.00488421 0.00492449 0.00485709 0.00450023 0.00456798 0.00491865 0.0053648
internal_weight=0 523 468 1882 1120 256 762 693 615 212 159 168 186 952 116 553 886 829 719 497 444 649 110
internal_count=2405 523 468 1882 1120 256 762 693 615 212 159 168 186 952 116 553 886 829 719 497 444 649 110
is_linear=0
shrinkage=0.00293013


Tree=1773
num_leaves=22
num_cat=0
split_feature=4 39 49 1 41 4 3 16 13 13 16 15 13 15 16 51 484 4 129 15 4
split_gain=6.49258 3.5004 4.20248 3.39578 2.42302 2.15717 2.71158 4.19949 3.17189 2.38354 1.69951 4.00691 1.81746 1.62526 1.55382 1.56982 1.4846 0.940965 0.674427 0.576706 0.25645
threshold=0.27161500000000005 0.090455000000000021 -0.020999999999999994 0.13210500000000003 0.081235000000000016 -0.082249999999999976 0.045635000000000002 -0.011989999999999999 0.064420000000000019 -0.047864999999999991 0.0086100000000000013 -0.045404999999999994 -0.075154999999999986 0.10347000000000002 -0.0021749999999999994 -0.086159999999999987 0.085845000000000019 -0.028814999999999997 0.085395000000000013 -0.06784999999999998 -0.087344999999999992
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=4 2 -2 -4 5 6 7 9 -9 -1 13 17 -13 14 15 -7 -17 -12 20 -19 -11
right_child=1 -3 3 -5 -6 10 -8 8 -10 18 11 12 -14 -15 -16 16 -18 19 -20 -21 -22
leaf_value=0.0046168800982856143 -0.0029708489197625317 0.0019437920798543739 0.0014208405940759593 -0.0016111601269338752 -0.00035590436978239013 2.9999871556214239e-05 0.0038125299899218305 -0.00049192020376344532 0.0022249222658874135 0.0014779258613920249 0.0027905934416355875 0.00059451144110636101 -0.0018913019540920894 0.0029634722453527984 0.0029839804309846106 0.0015261539427318712 0.0029240324467706951 0.00080951286674460921 0.0032978853608235333 0.0021217366728802194 0.0022671343804078017
leaf_weight=53 52 77 97 58 53 63 98 92 78 60 64 65 52 102 80 858 82 83 52 55 131
leaf_count=53 52 77 97 58 53 63 98 92 78 60 64 65 52 102 80 858 82 83 52 55 131
internal_value=0 0.00013893 -0.000531932 0.000285603 0.00173548 0.00178913 0.0023124 0.00199669 0.000754009 0.00271004 0.00159283 0.000949813 -0.00050939 0.00176584 0.00165294 0.00154667 0.00164821 0.00179552 0.00229371 0.00133327 0.00201977
internal_weight=0 284 207 155 2121 2068 564 466 170 296 1504 319 117 1185 1083 1003 940 202 243 138 191
internal_count=2405 284 207 155 2121 2068 564 466 170 296 1504 319 117 1185 1083 1003 940 202 243 138 191
is_linear=0
shrinkage=0.00991364


Tree=1774
num_leaves=19
num_cat=0
split_feature=2 2 11 52 12 0 51 2 0 16 0 39 12 47 1446 475 51 16
split_gain=2.6141 3.00437 2.21703 4.93179 2.21021 2.73347 2.13793 2.23368 2.7535 4.22093 2.74786 1.62533 1.41276 1.28085 1.27147 0.946899 1.40407 1.28556
threshold=-1.0000000180025095e-35 0.13538500000000001 0.078340000000000007 -0.077269999999999991 0.10508500000000001 -0.061654999999999995 0.10501000000000001 0.088210000000000025 -0.13314999999999996 -0.34140499999999996 -0.11912999999999999 0.086580000000000018 0.088785000000000017 0.10323000000000002 0.086015000000000008 -0.0056899999999999997 -0.026864999999999997 0.21684500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 6 -4 5 -3 7 10 9 -9 -2 -1 -8 14 -12 16 -10 -17
right_child=1 4 3 -5 -6 -7 12 8 15 -11 13 -13 -14 -15 -16 17 -18 -19
leaf_value=-0.00076814455070888768 0.0032091477018901969 0.0017892502405931336 0.0017453525187608233 -0.0018455039367108062 -0.0013776488468427524 -0.00078478572576488371 0.0035098190518799734 0.0014964171400398088 0.0026396747710137358 -0.0011277519103598476 0.0014436450884171719 0.0010369636994661913 0.0016169297326979872 0.00032965262050786009 0.0027619094036092522 0.0012751754886066765 0.00080652754912090415 0.00027176954674577495
leaf_weight=85 71 75 63 52 52 52 54 82 76 103 743 66 65 71 59 463 53 120
leaf_count=85 71 75 63 52 52 52 54 82 76 103 743 66 65 71 59 463 53 120
internal_value=0 0.00119382 0.00128637 0.00012086 0.000120463 0.000734589 0.00135471 0.00128213 0.000973472 3.48953e-05 0.00157533 2.0233e-05 0.00247666 0.00144235 0.00154074 0.00121721 0.00188724 0.0010688
internal_weight=0 2254 2075 115 179 127 1960 1841 897 185 944 151 119 873 802 712 129 583
internal_count=2405 2254 2075 115 179 127 1960 1841 897 185 944 151 119 873 802 712 129 583
is_linear=0
shrinkage=0.00863042


Tree=1775
num_leaves=26
num_cat=0
split_feature=4 40 2 150 11 2 11 4 49 2 4 2 4 13 13 4 4 2 42 1209 133 13 15 49 13
split_gain=85.4803 33.7417 17.4496 18.4076 11.9126 8.81431 7.95464 4.83073 3.47701 2.4216 2.70501 2.5393 2.73952 2.24913 2.04514 2.61449 1.70144 1.53769 2.26206 1.28989 0.720119 0.628718 0.627128 0.327909 0.176893
threshold=0.27161500000000005 -0.026419999999999996 0.099325000000000011 0.081245000000000026 1.0000000180025095e-35 0.13538500000000001 1.0000000180025095e-35 -0.013024999999999998 0.10470500000000001 0.089885000000000007 -0.0030749999999999996 0.074875000000000011 0.0017200000000000002 -0.086029999999999981 -0.07692499999999998 -0.041264999999999989 0.42953500000000006 0.10866500000000003 0.080060000000000006 0.083050000000000013 0.083700000000000011 -0.083584999999999979 0.091435000000000002 0.12497000000000001 -0.011269999999999997
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=1 7 4 6 9 13 8 -1 17 11 20 14 19 -2 21 -16 -15 -4 -19 -13 24 -3 -22 -10 -11
right_child=5 2 3 -5 -6 -7 -8 -9 23 10 -12 12 -14 16 15 -17 -18 18 -20 -21 22 -23 -24 -25 -26
leaf_value=0.0011970925517149 0.0019589680764146972 0.0028234698811338507 0.0027589509776178673 0.0011574925810103123 0.0037398159352041486 0.00074212750668018195 0.0032392481628475021 0.0019967659325971247 0.0021899408513046982 0.0025719151949511773 0.0023612020742166976 0.002893177262580282 0.003458219370327881 0.0011588374221900772 0.0028186568748668379 0.0023703570510239212 0.0016847308904406428 0.0020818763851459237 0.0027146476176699848 0.0032531761005441073 0.0030918968749156514 0.0031165872549082903 0.0027485862731276125 0.0019331247747878986 0.0027560666377712639
leaf_weight=59 63 88 101 54 75 82 67 102 52 52 102 569 52 57 150 114 66 60 53 55 58 66 52 52 68
leaf_count=59 63 88 101 54 75 82 67 102 52 52 102 569 52 57 150 114 66 60 53 55 58 66 52 52 68
internal_value=0 0.00268113 0.00276222 0.00237248 0.0028762 0.0013492 0.00254283 0.00170387 0.00239603 0.00283076 0.00266369 0.00288144 0.002966 0.00161671 0.00274462 0.00262516 0.00144122 0.00255837 0.00237887 0.00292495 0.00279774 0.00294925 0.00292982 0.00206176 0.00267647
internal_weight=0 2101 1940 439 1501 268 385 161 318 1426 332 1094 676 186 418 264 123 214 113 624 230 154 110 104 120
internal_count=2369 2101 1940 439 1501 268 385 161 318 1426 332 1094 676 186 418 264 123 214 113 624 230 154 110 104 120
is_linear=0
shrinkage=0.00222067


Tree=1776
num_leaves=21
num_cat=0
split_feature=1 1 12 14 12 12 1 16 51 0 48 1 12 0 12 151 0 16 12 1
split_gain=117.171 24.6993 24.8609 17.5596 10.1511 7.58076 5.34575 4.65348 3.55579 3.74083 3.54876 4.15761 3.49019 1.80555 1.70887 1.68688 2.07701 1.47735 1.34212 0.927474
threshold=0.104035 0.13554500000000003 0.087245000000000003 0.054835000000000009 0.054520000000000006 0.11769500000000001 0.092810000000000017 -0.41863499999999992 0.089795000000000014 -0.13972999999999997 0.078910000000000022 0.07635500000000002 0.093840000000000021 -0.084114999999999981 0.10388500000000002 -0.088329999999999978 -0.10185499999999999 -0.077879999999999991 0.083785000000000012 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 6 12 10 -3 9 -2 11 -1 15 -14 -4 -6 -17 -15 -18 -19
right_child=1 7 14 -5 5 -7 -8 -9 -10 -11 -12 -13 13 17 -16 16 18 19 -20 -21
leaf_value=0.0020975497597733967 0.0014800232877766953 0.00045458786632228079 0.0030850970627594003 0.0041893662813942368 0.002863550745966698 0.0022527698786952463 0.0021222485719824252 0.0013136076660936328 0.0011369244010925956 0.002128864916101507 0.0032406458992936872 0.003019677949148359 0.0026109850194644011 0.0033049309572916424 0.0025549094746212275 0.0036349835229574617 0.0034951625947781608 0.0028372934742421727 0.0031516776091929386 0.0031736933954264
leaf_weight=53 91 52 90 69 86 58 90 96 52 100 66 52 81 68 52 57 67 190 840 59
leaf_count=53 91 52 90 69 86 58 90 96 52 100 66 52 81 68 52 57 67 190 840 59
internal_value=0 0.00181444 0.00212286 0.00304506 0.00300036 0.00307335 0.00257913 0.00101196 0.00167382 0.00181986 0.00281945 0.00255446 0.0031062 0.00292119 0.00289112 0.0031763 0.00320418 0.00300037 0.00317708 0.0029171
internal_weight=0 533 385 1836 1767 1506 261 148 243 191 171 105 1448 398 142 1050 964 317 907 249
internal_count=2369 533 385 1836 1767 1506 261 148 243 191 171 105 1448 398 142 1050 964 317 907 249
is_linear=0
shrinkage=0.00231039


Tree=1777
num_leaves=17
num_cat=0
split_feature=1 3 123 1 14 123 0 0 43 155 3 12 0 12 160 43
split_gain=87.1646 27.2 13.4398 9.94716 9.87812 7.44033 6.62334 6.94239 7.82738 3.57997 3.54136 2.5869 2.52138 2.36055 1.70526 0.64081
threshold=0.12394500000000001 0.11745500000000002 0.080635000000000012 0.14882500000000001 0.062655000000000016 0.087755000000000014 -0.13314999999999996 -0.076539999999999983 0.091510000000000022 0.11245500000000001 0.021805000000000001 0.083785000000000012 -0.075914999999999996 0.084160000000000013 0.083410000000000026 -0.078564999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 12 10 11 9 -9 -1 15 -2 -13 -4 -8
right_child=3 -3 14 -5 -6 -7 7 8 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.0021634231763502376 0.0017038521050370113 0.001644039010124833 0.0021393781778852716 0.00042331279537122848 0.0042877162669307531 0.00094172971214031697 0.0035484159946778779 0.0030627082066000386 0.0021364011031698841 0.0037204478937180358 0.0030208123311443302 0.0028273571157139987 0.0024870720793082495 0.0033907242961292074 0.0027649342672333541 0.0039382016008716715
leaf_weight=55 55 80 77 53 66 56 56 429 60 68 90 56 62 984 52 70
leaf_count=55 55 80 77 53 66 56 56 429 60 68 90 56 62 984 52 70
internal_value=0 0.00316308 0.00322198 0.00142995 0.00327734 0.00173817 0.00324162 0.00328754 0.00304333 0.00315276 0.00269579 0.00340418 0.00211913 0.00336042 0.00239176 0.00376519
internal_weight=0 2143 2063 226 1934 173 1868 1723 557 497 145 1166 117 1040 129 126
internal_count=2369 2143 2063 226 1934 173 1868 1723 557 497 145 1166 117 1040 129 126
is_linear=0
shrinkage=0.00265391


Tree=1778
num_leaves=27
num_cat=0
split_feature=1 150 0 15 15 15 0 1 15 1 0 16 16 0 0 42 16 0 13 0 16 133 13 15 0 1
split_gain=129.438 13.9997 16.4215 13.4971 10.0218 8.11044 12.7805 5.92097 6.80834 5.55301 6.4124 4.79339 4.16458 4.41241 4.43834 3.87671 3.41843 2.97861 1.97362 1.96578 1.93588 1.55586 1.07322 0.717928 0.878434 0.876106
threshold=0.109225 0.089910000000000018 -0.098179999999999976 -0.077559999999999976 1.0000000180025095e-35 0.03981500000000001 -0.14310999999999999 0.089625000000000024 -0.0073899999999999999 0.12072500000000001 -0.095869999999999983 0.022165000000000004 0.31615500000000002 -0.075969999999999996 -0.10185499999999999 0.11387000000000001 0.0073350000000000004 -0.10264999999999998 -0.083034999999999984 -0.068214999999999984 -0.15323999999999996 -0.091869999999999993 -0.086574999999999985 0.087720000000000006 -0.086284999999999987 0.088950000000000015
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 -3 9 16 7 -7 8 17 -2 -11 -10 13 14 -9 19 -5 -1 22 23 -12 -20 -19 24 -8 -25
right_child=3 2 -4 4 -6 6 15 12 11 10 20 -13 -14 -15 -16 -17 -18 18 21 -21 -22 -23 -24 25 -26 -27
leaf_value=0.003398828290759299 0.0016855599086808908 0.0014047475465777596 0.0028866904014617422 0.0020538617265354261 0.0012678596452014991 0.004140050560122923 0.0033207187552323526 0.002266771513579938 0.001997529030149769 0.0016188953080669857 0.00098609143570080782 0.0028528359181244677 0.0030385002725063464 0.0018638424353109673 0.0030331061566593732 0.0026272930454227694 0.0028209254368399186 0.0029841310785736585 0.002511978657642318 0.0035022673046554249 0.00040168765225062527 0.0029218943315567686 0.0033099786279175043 0.0029401832029681417 0.0030568246884920963 0.0031895961253189274
leaf_weight=87 91 62 83 57 52 54 98 86 57 55 56 69 62 55 62 94 54 112 55 54 52 238 88 276 168 92
leaf_count=87 91 62 83 57 52 54 98 86 57 55 56 69 62 55 62 94 54 112 55 54 52 238 88 276 168 92
internal_value=0 0.00290474 0.00225319 0.00156835 0.00205752 0.00295701 0.00311447 0.00282142 0.0029258 0.00125435 0.00101346 0.0024661 0.00254326 0.00239189 0.00258796 0.00304362 0.00242724 0.00302562 0.00295972 0.00310047 0.000704927 0.00284503 0.00312762 0.00306621 0.00315414 0.0030026
internal_weight=0 1952 145 417 163 1807 836 971 706 254 163 126 265 203 148 782 111 580 493 688 108 293 200 634 266 368
internal_count=2369 1952 145 417 163 1807 836 971 706 254 163 126 265 203 148 782 111 580 493 688 108 293 200 634 266 368
is_linear=0
shrinkage=0.00217713


Tree=1779
num_leaves=20
num_cat=0
split_feature=4 12 150 12 0 133 4 15 4 15 0 4 4 0 51 4 0 4 133
split_gain=142.421 55.5479 29.1773 17.3567 14.3028 10.0928 8.39856 7.79341 11.2167 7.77472 9.49358 2.94509 2.66931 2.55159 2.66105 1.83138 1.74399 1.69512 1.14175
threshold=0.36766000000000004 0.054520000000000006 0.086845000000000019 0.13032500000000005 -0.14712999999999996 0.086345000000000019 0.032965000000000001 -0.46319999999999995 0.42098500000000005 -0.10981499999999998 -0.10417499999999999 -0.085574999999999984 0.17982000000000001 -0.059914999999999989 -0.088934999999999986 -0.44205499999999992 -0.084949999999999984 -0.42305999999999994 0.089135000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 9 11 -2 -9 -1 -11 16 18 14 -13 -12 -6 -18 -8
right_child=7 3 -4 -5 6 -7 12 8 -10 10 15 13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0038096113682989791 0.001653752278291622 0.0047620328864057199 0.0010678844552357543 0.0019170867899105872 0.0041383700552114593 0.0017150708902377251 0.0029215305989532055 0.0013990818907240769 -2.4676852558233513e-05 0.0019940028839108693 0.0034786187039174063 0.0039306913125354837 0.0033935508890020009 0.0028420857871950282 0.0033952587449555768 0.002874119881672682 0.0038997956226035401 0.0034245095103178406 0.0024705818947899365
leaf_weight=52 100 53 95 53 52 59 96 78 72 84 53 68 58 53 960 98 83 137 65
leaf_count=52 100 53 95 53 52 59 96 78 72 84 53 68 58 53 960 98 83 137 65
internal_value=0 0.00316753 0.00234559 0.00338352 0.00343134 0.00269632 0.00338645 0.00109091 0.000715493 0.00289794 0.0026961 0.00346308 0.00291295 0.00340187 0.0034307 0.00308648 0.00370622 0.00360395 0.00273964
internal_weight=0 2119 441 1678 1625 346 1572 250 150 287 235 1353 219 1081 1028 151 272 220 161
internal_count=2369 2119 441 1678 1625 346 1572 250 150 287 235 1353 219 1081 1028 151 272 220 161
is_linear=0
shrinkage=0.00260187


Tree=1780
num_leaves=10
num_cat=0
split_feature=4 150 3 3 14 376 0 16 3
split_gain=4.65704 3.47248 2.97533 2.89209 1.60223 2.44625 1.73459 2.47595 1.59033
threshold=0.51400500000000016 0.116995 -0.23303499999999996 -0.15078499999999997 -0.10708499999999999 0.083785000000000012 -0.010949999999999998 0.11021500000000002 0.11745500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 8 -8 -6
right_child=-2 -3 3 4 5 -7 7 -9 -10
leaf_value=0.0037037084641508631 -0.00037431977754456836 -5.2165014279257612e-05 8.363492318053807e-05 0.0032933481610098745 0.0020976148077570186 0.00016492912835828751 -0.00066444623538361523 0.002095232313860091 0.00075174711245642068
leaf_weight=84 87 82 79 77 1656 72 54 65 84
leaf_count=84 87 82 79 77 1656 72 54 65 84
internal_value=0 0.00187147 0.00194417 0.0018733 0.00194366 0.00188979 0.00195654 0.000842086 0.0020327
internal_weight=0 2253 2171 2087 2008 1931 1859 119 1740
internal_count=2340 2253 2171 2087 2008 1931 1859 119 1740
is_linear=0
shrinkage=0.00952868


Tree=1781
num_leaves=26
num_cat=0
split_feature=4 3 3 43 4 49 3 0 43 4 123 42 3 0 4 12 151 160 474 133 0 12 12 3 4
split_gain=155.947 47.7012 19.4005 19.3706 6.21003 5.4242 4.96791 4.70875 5.93278 4.83221 4.61954 4.55161 10.0578 4.38096 4.37966 2.38898 2.37499 2.91799 2.15286 2.10325 1.86051 1.75288 1.36463 1.23136 0.304758
threshold=0.30163500000000004 -0.066704999999999987 0.20828500000000003 -0.042649999999999993 0.053255000000000004 -0.058769999999999996 0.10323000000000002 -0.074434999999999987 -0.084059999999999982 -0.085574999999999984 0.081180000000000016 0.086700000000000013 0.14121000000000003 -0.086284999999999987 -0.46376499999999993 0.09525500000000002 -0.08718999999999999 0.10396000000000001 0.089435000000000014 0.092845000000000011 -0.050379999999999994 0.090905000000000014 0.094045000000000004 0.021805000000000001 -0.088004999999999986
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=1 4 3 10 7 -5 15 9 -9 13 -3 12 -2 -1 -10 23 -11 18 -18 21 22 -6 -16 -7 -15
right_child=11 2 -4 5 19 6 -8 8 14 16 -12 -13 -14 24 20 -17 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0051574739136792782 0.0023572716865341062 0.0030077776038705734 0.0015955627151102154 0.0044582418572476461 0.0040781966973110016 0.0036387550602293463 0.0028303779941488065 0.0031063562940903838 0.0046437482926123879 0.0036893553861583211 0.0021433491581198598 0.0011233314761058485 0.00097453349985108151 0.0041071574782634056 0.0042950649769760638 0.0033010840135704093 0.0041296599585532289 0.0046923528482210042 0.003570216537769122 0.0031048876472284967 0.0033642790951907615 0.0034308409008593425 0.0037396079971937987 0.0041600945834083213 0.0044011032368512079
leaf_weight=60 103 86 54 52 58 60 58 69 56 95 89 94 58 52 53 66 684 62 53 53 52 62 80 72 59
leaf_count=60 103 86 54 52 58 60 58 69 56 95 89 94 58 52 53 66 684 62 53 53 52 62 80 72 59
internal_value=0 0.00378699 0.00310521 0.00327394 0.00402348 0.00367476 0.00351551 0.00408324 0.00379436 0.0041673 0.00256832 0.00158812 0.00185932 0.00457744 0.00399122 0.00371606 0.00408882 0.00413628 0.00408947 0.00354834 0.00379355 0.00374397 0.00396117 0.00392334 0.00426365
internal_weight=0 2085 537 483 1548 308 256 1375 310 1065 175 255 161 171 241 198 894 799 737 173 185 120 133 132 111
internal_count=2340 2085 537 483 1548 308 256 1375 310 1065 175 255 161 171 241 198 894 799 737 173 185 120 133 132 111
is_linear=0
shrinkage=0.00265391


Tree=1782
num_leaves=16
num_cat=0
split_feature=10 10 2 13 130 0 2 52 402 0 0 3 52 13 13
split_gain=4.22894 3.91687 2.04942 2.73782 2.82914 2.73431 1.87312 1.72012 1.99459 2.64223 1.51502 1.4004 0.876656 0.744087 0.854463
threshold=-0.089679999999999982 0.058500000000000003 0.10672500000000001 -0.10278499999999999 -0.050984999999999996 -0.074754999999999988 0.14492000000000002 -0.5335399999999999 0.088375000000000023 0.036480000000000005 -0.11208499999999998 -0.086049999999999988 -0.022844999999999997 -0.076584999999999986 0.0028150000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 10 13 -6 9 -9 12 -10 -4 -7 -15
right_child=1 -3 5 4 7 6 -8 8 11 -11 -12 -13 -14 14 -16
leaf_value=-0.0009276053405826134 0.0036920206619959098 -0.00077996088299245227 0.0019529779202100946 0.0036339887724185743 0.0033154475005121027 0.00053439067256469213 0.0037023180448759628 0.0017514178795511714 0.0041714583387142106 -0.00030988686330131725 -0.00098313621290303842 0.0021962292237181838 0.0003552056809747682 0.0026367367972213313 0.0012369784311796201
leaf_weight=58 100 57 57 98 79 54 52 1216 53 67 56 121 92 84 96
leaf_count=58 100 57 57 98 79 54 52 1216 53 67 56 121 92 84 96
internal_value=0 0.00183611 0.00190318 0.0020666 0.00196706 0.00132584 0.00196482 0.00186063 0.00178168 0.00164369 0.000433868 0.0027985 0.000967159 0.00157824 0.0018908
internal_weight=0 2282 2225 1734 1634 491 286 1536 1457 1283 205 174 149 234 180
internal_count=2340 2282 2225 1734 1634 491 286 1536 1457 1283 205 174 149 234 180
is_linear=0
shrinkage=0.0101119


Tree=1783
num_leaves=30
num_cat=0
split_feature=1 1 16 2 12 12 1 47 2 3 13 4 2 12 13 12 42 4 3 2 133 16 12 3 12 12 4 3 4
split_gain=182.876 30.9454 22.0309 16.6601 10.0131 8.55277 7.5365 7.21519 4.67422 4.6702 4.09477 3.95973 3.9294 3.70592 3.26337 3.11875 2.9747 4.70051 3.48737 1.89818 3.15934 1.56882 1.52668 1.48744 1.27242 1.23163 0.804051 0.802434 0.175716
threshold=0.10491000000000002 0.12419000000000001 0.19022000000000003 0.092300000000000007 -1.0000000180025095e-35 0.088335000000000011 0.089875000000000024 0.085505000000000012 0.10836000000000003 0.0025650000000000004 -0.10278499999999999 -0.074219999999999994 0.14870000000000003 0.087045000000000025 -0.016289999999999995 -0.073474999999999985 0.080060000000000006 -0.099704999999999974 -0.087319999999999995 0.09772500000000002 0.059605000000000012 -0.095494999999999983 0.08401500000000002 -0.084074999999999997 0.084475000000000008 0.094545000000000018 -0.027119999999999995 -0.098469999999999988 -0.075239999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -5 9 10 12 11 -2 -1 27 15 -8 -10 -3 17 -12 -18 20 -13 -19 -20 -24 -23 -21 28 -6 -15
right_child=1 7 -4 4 8 -7 13 -9 14 -11 16 19 -14 26 -16 -17 18 21 22 25 -22 24 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0040516665963511687 0.00086972144689007925 0.00021803028569685783 0.0031461281241218875 0.0018563208490879391 0.0036473673998710199 0.0024069128846264699 0.0022900561667478663 0.0014384409158649651 0.0028503421273723397 0.0017502958384177602 0.0041964018938250918 0.0021363082974555974 -0.00014947510744995739 0.0030566947829323782 0.0021645466838905699 0.0010756646784520158 0.0026331025685668768 0.0037784130202139642 0.003630712147667883 0.0033388748265822362 0.0029918287268843272 0.0029505316662683826 0.0028583561914371416 0.0032859161692467124 0.0033855043671053163 0.0028216954659645017 0.0028018174010574796 0.0032289064584427448 0.0032679162873226527
leaf_weight=54 97 52 72 72 52 53 57 58 99 66 53 52 57 58 84 59 64 56 67 57 62 54 66 294 260 66 63 76 60
leaf_count=54 97 52 72 72 52 53 57 58 99 66 53 52 57 58 84 59 64 56 67 57 62 54 66 294 260 66 63 76 60
internal_value=0 0.00136929 0.00192379 0.00309182 0.00275172 0.00151622 0.00326665 0.00066256 0.00286932 0.00122644 0.00336679 0.00303651 0.000394534 0.00285921 0.0025357 0.000674135 0.0033263 0.00348379 0.00319057 0.00284055 0.00260183 0.00338164 0.00327406 0.00320761 0.00331079 0.00306159 0.0030383 0.00339912 0.00316433
internal_weight=0 514 288 1826 620 216 1206 226 548 163 968 365 168 238 183 111 914 423 491 237 114 370 427 360 314 123 181 128 118
internal_count=2340 514 288 1826 620 216 1206 226 548 163 968 365 168 238 183 111 914 423 491 237 114 370 427 360 314 123 181 128 118
is_linear=0
shrinkage=0.00255085


Tree=1784
num_leaves=21
num_cat=0
split_feature=1 52 52 131 13 3 3 1 133 1453 13 2 3 43 52 159 3 50 3 1
split_gain=3.68342 2.91522 3.48108 2.92313 3.6342 2.06578 2.54296 4.97653 2.45673 1.50065 2.14535 1.49438 2.93047 1.37639 1.24843 0.957755 0.950048 0.869754 0.97251 0.588756
threshold=0.090485000000000024 -0.41304999999999997 -0.16371499999999997 0.093260000000000023 -0.10664 0.10449500000000002 -0.0088599999999999981 0.10342000000000001 -0.038089999999999992 -0.064249999999999988 -0.10278499999999999 0.083970000000000017 -0.12595999999999999 0.26667500000000005 0.49868000000000007 0.0055900000000000004 0.31400500000000003 0.090150000000000022 -0.085754999999999984 0.10647000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 19 -3 4 16 6 8 -8 -6 -1 -11 17 -13 14 15 -14 -4 18 -12 -2
right_child=1 2 3 -5 5 -7 7 -9 -10 10 11 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00040239844223876004 0.0017151814139824131 -0.0014908714143590713 2.0277677737816646e-05 0.0024930006052415249 -0.00034110742218538377 0.0025592386224420551 0.001678124955508348 -0.0022234312998411711 0.0016808336639524354 0.0032273246391426496 0.0033287589022136903 -0.00043168833051622128 0.0015524925294517764 0.00043713632664723229 0.0030618659423288759 0.0023259990947436873 -0.0016972016069058766 0.0014338242340489495 0.001921617264584611 0.0030999403030420669
leaf_weight=68 52 53 56 89 64 66 52 58 236 83 96 58 780 70 59 163 52 60 73 52
leaf_count=68 52 53 56 89 64 66 52 58 236 83 96 58 780 70 59 163 52 60 73 52
internal_value=0 0.000973955 0.000768321 0.000946382 0.000710514 0.00105475 0.000812321 -0.00037817 0.00124916 0.00173383 0.00179654 0.00170909 0.00157211 0.00168062 0.00176739 0.0016863 -0.000805752 0.00238456 0.00272152 0.0024085
internal_weight=0 830 726 673 584 476 410 110 300 1510 1442 1359 1130 1072 1002 943 108 229 169 104
internal_count=2340 830 726 673 584 476 410 110 300 1510 1442 1359 1130 1072 1002 943 108 229 169 104
is_linear=0
shrinkage=0.00915867


Tree=1785
num_leaves=19
num_cat=0
split_feature=2 2 11 15 1 457 12 12 2 0 1429 1453 2 2 52 15 2 52
split_gain=4.68008 2.17773 4.28953 2.68813 3.4904 2.83489 2.89127 2.16156 3.30008 2.56589 1.83576 2.03908 0.884154 1.54868 1.49346 0.767633 0.712602 0.507289
threshold=0.14578500000000003 0.093255000000000018 0.078065000000000009 0.0056700000000000006 0.077300000000000021 0.080930000000000016 -0.091074999999999989 -0.089089999999999989 -1.0000000180025095e-35 -0.048199999999999993 0.084770000000000012 -0.049419999999999992 0.11517500000000001 0.097070000000000004 0.024560000000000002 -0.080944999999999989 0.12901000000000004 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 17 6 -3 -1 -9 10 11 -10 13 -8 -15 -2 -14 -5
right_child=15 3 -4 4 -6 -7 12 8 9 -11 -12 -13 16 14 -16 -17 -18 -19
leaf_value=0.0033288751020355387 0.00023243654339589231 -0.0011613800486660285 0.0042464929792971019 0.0019317156347428725 0.0040482955140911919 -0.0013536438936405267 0.00017994711667478083 -0.0003930407300219371 5.7897217282438268e-06 0.0036328424976550997 1.0549220873953901e-05 0.0017317522643492866 0.00011793824886008871 0.0013667568324159662 0.0029736157125030654 -0.0013672967113992063 0.0014033202721486049 0.00071392552045949388
leaf_weight=63 57 52 58 53 57 52 66 77 66 56 67 1099 99 189 73 52 65 76
leaf_count=63 57 52 58 53 57 52 66 77 66 56 67 1099 99 189 73 52 65 76
internal_value=0 0.00149086 0.00170517 0.00108348 0.00208385 0.00077111 0.000974398 0.00160188 0.0015221 0.00163667 0.00154585 0.00163406 0.00120034 0.00148619 0.00181486 -0.000529806 0.000628009 0.00121505
internal_weight=0 2268 1486 782 186 596 544 1428 1365 1288 1232 1165 492 328 262 109 164 129
internal_count=2377 2268 1486 782 186 596 544 1428 1365 1288 1232 1165 492 328 262 109 164 129
is_linear=0
shrinkage=0.00952868


Tree=1786
num_leaves=20
num_cat=0
split_feature=4 2 124 2 0 14 0 4 2 0 4 4 42 16 52 42 2 4 16
split_gain=251.332 64.5282 46.1376 23.7062 27.6852 14.4522 10.5359 10.7854 9.97228 8.92107 8.38306 6.784 2.96522 2.68643 3.03323 3.29757 1.43575 1.10046 0.875458
threshold=0.30163500000000004 0.13775000000000001 -0.043384999999999993 0.099675000000000014 -0.13740499999999997 0.076975000000000002 -0.10891999999999999 0.0099250000000000015 0.13880500000000004 -0.081444999999999976 0.005935000000000001 -0.49432999999999994 0.086855000000000016 0.51026500000000008 0.024560000000000002 0.077855000000000021 0.10774000000000002 -0.051459999999999992 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -5 6 7 -4 12 -1 11 -8 16 14 15 -6 -2 -16 -12
right_child=8 -3 3 4 13 -7 10 -9 -10 -11 18 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.0018378506400745307 0.00029491070502949871 0.00060920860940309241 0.0013900437594821322 0.00079406446075919103 0.0017019361116047092 0.0040653373466631761 0.0037553400573188535 0.0028548915355215204 -0.00074763501170435089 0.00052187105260592908 0.0024914828773305643 0.0029214215278449058 -8.4566625414948145e-05 0.0028492692969791381 0.0023996017074839776 0.0025174582800066478 0.00080301989793402312 0.0028467199858116478 0.002086093056836619
leaf_weight=61 61 88 54 62 58 56 57 58 62 54 69 1188 60 94 61 53 63 64 54
leaf_count=61 61 88 54 62 58 56 57 58 62 54 69 1188 60 94 61 53 63 64 54
internal_value=0 0.00258546 0.00267057 0.00275707 0.00223952 0.00288914 0.00284462 0.00214885 6.96231e-05 0.00122013 0.00290156 0.00295962 0.00034514 0.00251102 0.00237618 0.00209156 0.000553266 0.00262873 0.00231371
internal_weight=0 2131 2043 1928 392 1536 1480 112 246 115 1368 1245 184 330 236 111 124 125 123
internal_count=2377 2131 2043 1928 392 1536 1480 112 246 115 1368 1245 184 330 236 111 124 125 123
is_linear=0
shrinkage=0.00235659


Tree=1787
num_leaves=21
num_cat=0
split_feature=2 10 2 2 15 15 155 1 456 1 1 1212 2 2 402 480 15 15 15 15
split_gain=3.81413 2.06719 2.6426 2.07648 2.03577 2.67783 4.42042 2.39149 1.63769 1.4765 1.31387 1.27903 1.57138 2.01232 1.21014 1.31928 0.792804 0.512907 0.49104 0.212251
threshold=0.14578500000000003 -0.010699999999999999 -1.0000000180025095e-35 0.093255000000000018 0.0056700000000000006 -0.026169999999999995 0.083440000000000014 0.077300000000000021 0.088285000000000016 0.096035000000000023 0.10871500000000002 0.041590000000000009 0.086165000000000005 0.083815000000000014 -0.022269999999999995 0.085075000000000026 -0.10436999999999999 0.086795000000000011 -0.080944999999999989 0.11667500000000001
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 -1 -3 8 5 9 -7 19 11 16 -11 14 13 -13 17 -16 -5 -4 -2 -6
right_child=18 2 3 4 7 6 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0030084539167234436 0.00014999052401206545 -0.000188509218180919 0.0030796196297922327 0.0024068204319945019 0.0013846095147092286 -0.0016574527715172902 0.0015351788235368946 0.0032426838929464578 0.0029689359442568058 -0.00062913538236431931 0.00091657740740616438 0.0012076146742618292 0.0018062780539283801 -0.00087487712850647264 0.0013599572312096666 0.002476949793194713 0.0012020985283823229 0.0018828529348102786 -0.0010317463801482296 0.00065815754746499622
leaf_weight=52 57 97 52 54 74 84 56 57 57 61 141 82 84 64 846 91 200 61 52 55
leaf_count=52 57 97 52 54 74 84 56 57 57 61 141 82 84 64 846 91 200 61 52 55
internal_value=0 0.00127226 0.00123148 0.00129652 0.000935883 0.000684708 -0.000379729 0.00174022 0.00150739 0.00101172 0.000449338 0.00144223 0.000846781 0.000294098 0.00157257 0.00146854 0.00145859 0.00243441 -0.000412912 0.00107561
internal_weight=0 2268 2216 2119 782 596 140 186 1337 456 202 1280 230 146 1050 937 254 113 109 129
internal_count=2377 2268 2216 2119 782 596 140 186 1337 456 202 1280 230 146 1050 937 254 113 109 129
is_linear=0
shrinkage=0.00880303


Tree=1788
num_leaves=23
num_cat=0
split_feature=1 155 1 12 1 1 12 11 15 16 4 16 16 4 1429 16 12 151 49 15 1 12
split_gain=126.506 18.6745 10.4382 6.38421 6.80387 6.01847 5.42666 4.41806 4.35107 4.08179 8.67925 3.62234 5.97876 2.5667 2.42742 3.09424 2.52225 2.30962 3.69512 2.26513 0.929894 0.702473
threshold=0.10335000000000001 0.084785000000000013 0.14741000000000001 0.086885000000000004 0.12007000000000002 0.093505000000000019 0.085845000000000019 0.077290000000000011 -0.4680149999999999 -0.13895999999999997 -0.0083249999999999973 0.0086100000000000013 0.081265000000000018 -0.47860499999999995 0.084770000000000012 -0.0092499999999999978 0.08598500000000002 -0.085134999999999975 -0.0087399999999999995 -0.043644999999999996 0.096950000000000022 0.092215000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 8 -5 7 -7 11 -2 -10 -11 14 -13 -14 15 17 -17 -1 -19 21 -8 -15
right_child=1 -3 -4 4 -6 6 20 -9 9 10 -12 12 13 19 -16 16 -18 18 -20 -21 -22 -23
leaf_value=0.0037580036706129365 0.0021690529285955584 0.0031421468925387076 0.00043580686109647994 0.0026807278884576195 0.0014504174666512344 0.0021535109648158448 0.0028540132008345095 0.003910218097572451 0.0017704252307330962 0.0016570253403495354 0.00040278741733102758 0.0022795872641410988 0.0036726031178434572 0.0034190509813363215 0.0027674194969525756 0.0039819653044726256 0.0033073994300291663 0.0026458017896830556 0.0032570071111110424 0.0025530037301371216 0.0033423787117768879 0.0030244303441461901
leaf_weight=58 52 58 53 77 54 72 59 65 91 82 74 73 52 57 66 78 80 76 912 56 54 78
leaf_count=58 52 58 53 77 54 72 59 65 91 82 74 73 52 57 66 78 80 76 912 56 54 78
internal_value=0 0.00171878 0.0015478 0.0016848 0.00217379 0.00317914 0.00272424 0.0032301 0.00147046 0.00132327 0.00106225 0.00320221 0.00294702 0.00314741 0.00326568 0.00329297 0.00364059 0.00324043 0.00321002 0.00300427 0.00308764 0.00319126
internal_weight=0 541 483 430 131 1836 185 1651 299 247 156 1586 316 243 1270 1204 158 1046 988 191 113 135
internal_count=2377 541 483 430 131 1836 185 1651 299 247 156 1586 316 243 1270 1204 158 1046 988 191 113 135
is_linear=0
shrinkage=0.00265391


Tree=1789
num_leaves=16
num_cat=0
split_feature=2 2 3 0 14 2 12 2 15 0 3 0 0 51 42
split_gain=101.187 43.505 24.1672 12.4226 11.3746 11.0288 13.2124 10.7964 6.14466 3.40336 4.30457 3.22412 2.82254 2.90959 1.69273
threshold=0.12051500000000002 -1.0000000180025095e-35 0.11745500000000002 0.0037850000000000002 0.062655000000000016 0.092365000000000017 -1.0000000180025095e-35 0.16730000000000003 -0.11251499999999999 0.11535000000000002 -0.10077999999999999 -0.063914999999999986 -0.048199999999999993 -0.095799999999999982 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 12 -7 8 -2 10 -8 -10 13 -3 -15
right_child=7 2 -4 -5 -6 6 9 -9 11 -11 -12 -13 -14 14 -16
leaf_value=0.0024788074630685687 0.0012553099033090745 0.0030335248496051823 0.0018422656037893356 0.00083891482307686704 0.0045349471367453877 0.0021473259968788788 0.0024960407689970932 0.00047809582210022502 0.0017172250521667624 0.003860839897621259 0.0033028555602881678 0.002607036541383933 0.0041575999919090858 0.0036402962121949022 0.0034023182028325425
leaf_weight=91 86 79 70 54 70 88 56 57 55 66 376 66 57 797 309
leaf_count=91 86 79 70 54 70 88 56 57 55 66 376 66 57 797 309
internal_value=0 0.00329971 0.00340516 0.00186829 0.00346279 0.00342172 0.00311522 0.00152199 0.00180931 0.0032862 0.00319834 0.00220282 0.00356631 0.00353784 0.00357383
internal_weight=0 2113 1968 145 1898 1828 586 264 207 498 432 121 1242 1185 1106
internal_count=2377 2113 1968 145 1898 1828 586 264 207 498 432 121 1242 1185 1106
is_linear=0
shrinkage=0.00270699


Tree=1790
num_leaves=21
num_cat=0
split_feature=4 147 4 48 12 40 1 474 42 132 1456 159 483 1447 4 159 52 4 132 480
split_gain=4.12763 2.97675 2.41688 3.27578 3.36991 3.77046 2.19796 1.56924 1.63512 1.46082 1.44124 1.38212 2.27056 1.82679 1.09213 1.63533 1.00702 0.719601 0.673632 0.442547
threshold=1.0000000180025095e-35 0.088610000000000008 0.51136500000000018 0.087215000000000015 0.082295000000000021 -0.0089699999999999988 0.092900000000000024 0.10523500000000001 -0.14509999999999998 1.0000000180025095e-35 0.056145000000000007 0.084780000000000008 -1.0000000180025095e-35 -0.079809999999999978 0.046720000000000005 0.08351500000000002 -0.096614999999999993 0.17982000000000001 0.10434000000000002 0.081520000000000023
decision_type=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 -2 -5 8 -1 10 11 12 -10 -14 -6 17 -13 -16 -11 -12
right_child=1 -3 -4 6 14 -7 -8 -9 9 18 19 16 13 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0030585439475115687 0.0010000466964530754 -0.0014000470828417634 -0.00040033682321340629 0.0010739240636030473 0.0019955554726727959 0.0040181928384274519 -0.001034807743633729 0.0031813409727059249 0.0031957399905645457 0.0028002310651776955 0.0029807603117327397 0.0011287921519765546 -0.00040989532041715393 0.0013847755372045263 -0.00045404177423724411 0.0020259160485608853 -0.00057373455003999316 0.00090967608586712374 0.0015297401055222794 0.0017933018711131256
leaf_weight=60 63 52 103 91 67 85 82 53 58 100 57 66 52 995 85 52 56 56 58 54
leaf_count=60 63 52 103 91 67 85 82 53 58 100 57 66 52 995 85 52 56 56 58 54
internal_value=0 0.000753917 0.000917815 0.00115167 0.00160845 0.00273412 7.38331e-05 0.0015988 0.00154483 0.00148406 0.00138356 0.00129117 0.00139538 0.00129555 0.0009673 0.000609824 0.000346487 8.68694e-05 0.00233448 0.00240398
internal_weight=0 736 684 581 408 148 173 1609 1556 1496 1338 1227 1105 1047 260 193 122 141 158 111
internal_count=2345 736 684 581 408 148 173 1609 1556 1496 1338 1227 1105 1047 260 193 122 141 158 111
is_linear=0
shrinkage=0.00934185


Tree=1791
num_leaves=11
num_cat=0
split_feature=39 1375 14 9 0 13 16 14 0 52
split_gain=3.26399 3.73763 3.21816 2.93715 2.70813 1.30876 2.18881 2.11513 3.00865 0.914967
threshold=0.10076500000000001 -0.14438999999999999 0.076175000000000007 -1.0000000180025095e-35 0.13134000000000004 0.024780000000000003 0.25032500000000008 -0.10708499999999999 -0.11796999999999999 0.090645000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 9 -5 -9 -7
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11
leaf_value=-0.0013190406763530897 -0.00058847829595692815 -0.00088206100292669942 0.0031790824044017705 0.0030230635477928405 0.0032513544907445927 0.0015281281272314967 -0.00088186354204410034 0.00015990418963154752 0.0013833465216094717 0.00020131564096314883
leaf_weight=52 96 60 77 62 60 138 69 209 1450 72
leaf_count=52 96 60 77 62 60 138 69 209 1450 72
internal_value=0 0.00120493 0.00126472 0.00119514 0.00125569 0.00119577 0.000589705 0.00129396 0.00122928 0.00107371
internal_weight=0 2249 2197 2120 2060 2000 279 1721 1659 210
internal_count=2345 2249 2197 2120 2060 2000 279 1721 1659 210
is_linear=0
shrinkage=0.00952868


Tree=1792
num_leaves=24
num_cat=0
split_feature=1 4 2 4 47 52 1 1 2 11 4 150 2 50 2 4 159 42 1 4 4 4 1
split_gain=119.475 23.2225 21.5434 8.71553 7.88064 7.584 3.78745 3.41685 4.70184 3.94059 3.92365 2.31988 2.45363 1.88911 1.81809 1.77871 1.65924 1.43995 1.28334 1.13523 1.72946 1.07855 0.619895
threshold=0.104035 -0.048624999999999995 0.13752500000000004 0.25472500000000003 0.086785000000000015 -0.068499999999999991 0.11869500000000001 0.089710000000000026 0.09857500000000001 0.077290000000000011 -0.16772499999999999 0.083435000000000023 0.10222000000000002 0.089465000000000017 0.089045000000000013 -9.4999999999999992e-05 -0.023134999999999996 0.090185000000000015 0.11654500000000001 -0.064534999999999995 0.055260000000000011 -0.036279999999999993 0.14039500000000002
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 4 7 5 -3 -7 8 9 10 -1 12 13 17 16 -16 -12 -9 -6 -10 21 -21 -4
right_child=1 2 22 -5 18 6 -8 11 19 -11 14 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0036847547201872216 0.0026653835368326737 0.00047018604159639277 -0.00015122725249695472 0.0018068265144804737 0.0023696589966070588 0.0019294147637601378 0.0010838713259683666 0.0021037233544294056 0.0022456400793142697 0.0037217048289064948 0.0033532112889537022 0.0021215820949401854 0.0032646151439141161 0.002891389093488668 0.0028966050314079856 0.0024524517490826167 0.0029672055661774024 0.0027088049473776 0.0017729459920547081 0.0025849513604868984 0.0023230652963227962 0.0030711429992069474 0.00026660236287543701
leaf_weight=55 87 74 52 57 54 81 75 65 52 55 95 55 52 95 245 92 643 53 53 59 63 81 52
leaf_count=55 87 74 52 57 54 81 75 65 52 55 95 55 52 95 245 92 643 53 53 59 63 81 52
internal_value=0 0.00138698 0.00113472 0.00284996 0.00146709 0.00118445 0.00152309 0.00288373 0.00294012 0.00301204 0.00297747 0.00262985 0.00273524 0.00260586 0.00294125 0.00277544 0.00301693 0.00237574 0.00207436 0.00260583 0.00269796 0.00286645 5.74097e-05
internal_weight=0 528 441 1817 337 230 156 1760 1440 1185 1130 320 265 213 1075 337 738 118 107 255 203 140 104
internal_count=2345 528 441 1817 337 230 156 1760 1440 1185 1130 320 265 213 1075 337 738 118 107 255 203 140 104
is_linear=0
shrinkage=0.00270699


Tree=1793
num_leaves=15
num_cat=0
split_feature=39 9 150 48 13 16 155 3 12 3 1 1 51 3
split_gain=2.46978 2.2055 1.68904 1.67374 1.34175 2.69933 2.83002 2.36089 2.23426 2.08709 2.3255 2.41544 1.95356 1.29148
threshold=0.10076500000000001 -1.0000000180025095e-35 0.116995 -0.065224999999999991 -0.089024999999999979 0.25032500000000008 0.099270000000000011 -0.15002999999999997 0.083785000000000012 -0.14070999999999997 0.082265000000000019 0.10892500000000001 -0.24028999999999998 -0.081694999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 7 12 -6 -9 -5 13 -12 -7 -11
right_child=-2 2 -4 4 5 6 -8 8 -10 10 11 -13 -14 -15
leaf_value=-0.0006131715033649834 -0.0004202651721201601 0.0024929065763541302 -0.00021781620803059177 0.0023309755473014731 0.0031761712497987444 0.00071848611115881594 0.0016875048043572536 0.0020465533526492796 0.0011359962322697358 -9.5189052738790927e-05 -0.0019467665410685708 0.00058456184482235502 -0.0013296261332000306 0.0016645616958902206
leaf_weight=63 96 85 75 53 64 77 92 303 1057 55 62 70 86 107
leaf_count=63 96 85 75 53 64 77 92 303 1057 55 62 70 86 107
internal_value=0 0.00110903 0.00115871 0.00120767 0.0011537 0.00126305 0.000377357 0.00142158 0.00133894 0.000624306 0.000316302 -0.00060364 -0.000361501 0.0010665
internal_weight=0 2249 2186 2111 2026 1679 255 1424 1360 347 294 132 163 162
internal_count=2345 2249 2186 2111 2026 1679 255 1424 1360 347 294 132 163 162
is_linear=0
shrinkage=0.00934185


Tree=1794
num_leaves=30
num_cat=0
split_feature=2 12 2 2 12 2 34 0 16 48 2 2 0 2 16 42 16 16 0 0 2 131 16 0 43 42 12 42 2
split_gain=125.228 55.5958 29.0703 26.9586 10.8594 9.60503 7.93839 5.59461 4.96771 4.3436 3.07 2.94059 2.76964 2.56533 2.35163 2.26279 3.88647 2.73661 1.7631 1.5348 1.07217 0.880037 1.61134 1.58123 1.43044 0.777248 0.52827 0.524849 0.660308
threshold=0.13388500000000003 0.077755000000000005 -1.0000000180025095e-35 0.106285 0.09141500000000001 0.17000000000000001 -0.082914999999999989 -0.10417499999999999 -0.24900499999999998 0.085265000000000021 0.089005000000000015 0.090675000000000019 -0.13740499999999997 0.098365000000000022 -1.0000000180025095e-35 0.094725000000000018 0.26391000000000003 0.41378500000000007 -0.059114999999999994 -0.098524999999999988 0.095620000000000011 0.088610000000000008 -0.0090499999999999973 -0.086544999999999997 0.0049250000000000014 -0.0079449999999999989 0.10695000000000002 0.11387000000000001 0.090000000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 10 18 -1 9 -6 -4 19 -12 -5 -13 20 16 -16 -18 -2 -3 27 22 24 -24 -21 -23 -22 28 -10
right_child=5 4 3 12 8 -7 -8 -9 14 -11 11 13 -14 -15 15 -17 17 -19 -20 21 26 25 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0023116756108929812 0.0014257276567624434 0.0043212162744860868 0.0036337065669425025 0.0020326333864079029 0.0027643184811520539 0.00044402943698038571 0.001004802229331898 0.0040288793594020237 0.0038918654662828032 0.0027110902315155062 0.0031909633548608332 0.0040221101867879217 0.0026817087683286061 0.0033517673566578906 0.0027195214152437677 0.0036798847230051809 0.0038765890782603259 0.0031506331109564293 0.0020247281712933492 0.0039150814258679259 0.0032462541992511144 0.0039115262843967477 0.0038368438383576857 0.0043923127134578143 0.0034830618475089601 0.0034940667460558574 0.0036037782240535489 0.0035349920169724289 0.0035775424957160168
leaf_weight=55 68 56 76 96 59 54 57 103 132 52 73 101 68 53 68 84 53 78 53 372 52 53 52 80 54 59 53 69 62
leaf_count=55 68 56 76 96 59 54 57 103 132 52 73 101 68 53 68 84 53 78 53 372 52 53 52 80 54 59 53 69 62
internal_value=0 0.00346081 0.00274985 0.00306255 0.00367754 0.00130451 0.0016468 0.00360245 0.00344765 0.0032591 0.00384879 0.00359854 0.00230192 0.00379158 0.00350954 0.00334037 0.00319693 0.00344454 0.00168832 0.003927 0.00363956 0.00389401 0.00393454 0.00417369 0.00386038 0.00369185 0.00342697 0.00372434 0.00379155
internal_weight=0 2170 507 395 1663 175 112 231 710 128 953 227 164 154 651 283 199 131 121 726 368 670 558 132 426 112 105 263 194
internal_count=2345 2170 507 395 1663 175 112 231 710 128 953 227 164 154 651 283 199 131 121 726 368 670 558 132 426 112 105 263 194
is_linear=0
shrinkage=0.0024518


Tree=1795
num_leaves=17
num_cat=0
split_feature=4 123 13 11 15 15 13 15 4 43 376 13 15 16 43 4
split_gain=207.642 63.9499 35.7804 12.405 12.2477 12.785 16.8239 9.67029 7.1835 5.08118 4.40789 3.69205 3.26194 2.30403 2.14526 1.07238
threshold=0.30163500000000004 1.0000000180025095e-35 -0.16392499999999996 1.0000000180025095e-35 0.14344000000000004 0.079575000000000021 -0.077759999999999982 -0.0087849999999999977 -0.15618499999999999 -0.049914999999999994 0.083785000000000012 -0.088589999999999988 -0.45726999999999995 -0.088734999999999994 0.0035900000000000007 -0.082249999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 11 -8 -5 -2 -3 -4 -11 15 -15 -7
right_child=9 10 3 8 -6 13 7 -9 -10 12 -12 -13 -14 14 -16 -17
leaf_value=0.001821884272422674 0.00059328779104528056 0.002167796689160153 0.0033225541243844495 0.003805472477600744 0.0024415772733910931 0.0043679827668028524 0.0032828147294269743 0.002491382332748494 0.0049588928262206773 0.0017633943235936774 0.0012262895996148538 0.0038943189217710492 0.0010325205790819236 0.0038281020047613284 0.0034856451068467475 0.0039351701562494422
leaf_weight=71 92 59 87 73 59 53 455 117 59 61 61 322 93 464 147 108
leaf_count=71 92 59 87 73 59 53 455 117 59 61 61 322 93 464 147 108
internal_value=0 0.00342865 0.00353221 0.00359466 0.00354172 0.00357873 0.00339275 0.00312098 0.00432121 0.0010497 0.00168942 0.00377276 0.00132219 0.00381504 0.00374575 0.00407781
internal_weight=0 2135 2015 1944 1812 1753 981 572 132 246 120 409 154 772 611 161
internal_count=2381 2135 2015 1944 1812 1753 981 572 132 246 120 409 154 772 611 161
is_linear=0
shrinkage=0.0024518


Tree=1796
num_leaves=28
num_cat=0
split_feature=4 12 13 43 12 43 2 4 15 2 15 13 15 4 4 13 43 43 13 4 160 4 13 15 13 4 133
split_gain=116.038 39.7162 15.9992 17.1879 9.44862 9.35939 5.83806 5.61252 10.8877 5.24855 4.01752 5.46986 6.58296 4.20435 3.93667 2.41361 1.99389 8.76449 2.00874 2.68989 2.00674 3.48018 1.49314 1.16323 2.02992 0.974424 0.657825
threshold=0.27161500000000005 0.054520000000000006 -0.28558999999999996 -0.031974999999999996 0.092495000000000008 -0.085594999999999991 0.12708000000000003 -0.14538499999999996 -0.035449999999999988 0.12708000000000003 0.076335000000000014 0.056640000000000003 -0.05332499999999999 -0.0070549999999999996 0.50973500000000016 0.021935000000000003 0.0035900000000000007 0.099260000000000015 -0.085164999999999977 -0.081374999999999989 -0.014989999999999998 -0.050564999999999992 -0.088589999999999988 0.09116500000000001 0.00084500000000000016 -0.035694999999999991 0.41171500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 15 -4 10 -5 -9 14 11 12 13 -6 -2 16 18 -18 19 -3 21 -20 -21 -12 26 -22 -25
right_child=9 4 3 7 6 -7 -8 8 -10 -11 23 -13 -14 -15 -16 -17 17 -19 20 22 25 -23 -24 24 -26 -27 -28
leaf_value=0.00096309695152120491 0.0011330157561587721 0.0037260022667011394 0.0023684130250152366 0.0032313334413009574 0.0032529217594827057 0.0011336031621786604 0.0020054544776714296 0.0029286765282930385 0.0015932207519619031 0.00074723002102404892 0.0033435284253001238 0.0031362851138607229 0.0017946288499880454 0.0024452403037654481 0.0018893116304113913 0.003529364775139441 0.002323805880773926 0.0034996802906868663 0.0023912920285082649 0.002953480110120438 0.0032298645928521704 0.0030850859967275117 0.003330264428373498 0.0032218534252997271 0.0025877484340920058 0.0029536555231565579 0.0028904647244146773
leaf_weight=53 98 62 62 83 52 76 53 98 52 103 56 91 62 117 63 75 82 62 63 102 245 113 143 97 60 104 54
leaf_count=53 98 62 62 83 52 76 53 98 52 103 56 91 62 117 63 75 82 62 63 102 245 113 143 97 60 104 54
internal_value=0 0.00282027 0.00217506 0.00234813 0.00298184 0.00168856 0.00275625 0.00273866 0.00246589 0.00116317 0.00282376 0.00264593 0.00245265 0.00269391 0.00142911 0.00311962 0.00308811 0.00283026 0.0031327 0.00328516 0.0030435 0.00283688 0.0031735 0.00303814 0.00295697 0.00314763 0.00310351
internal_weight=0 2117 424 371 1693 138 642 233 150 264 589 322 231 169 161 1051 976 144 832 307 525 176 245 267 211 349 151
internal_count=2381 2117 424 371 1693 138 642 233 150 264 589 322 231 169 161 1051 976 144 832 307 525 176 245 267 211 349 151
is_linear=0
shrinkage=0.00235659


Tree=1797
num_leaves=21
num_cat=0
split_feature=1 52 123 50 1 12 12 14 12 51 12 12 15 52 1 52 15 15 48 12
split_gain=193.238 50.4101 23.1524 16.9541 14.1203 15.6535 11.811 7.60451 5.8616 11.5859 5.64681 5.24008 5.42602 2.95356 2.56643 2.56164 2.12671 1.77177 1.74166 1.29524
threshold=0.10491000000000002 -0.24526499999999998 1.0000000180025095e-35 0.10616500000000001 0.12394500000000001 0.088335000000000011 0.11685000000000002 0.076175000000000007 0.054520000000000006 -0.096089999999999981 -0.08780499999999998 0.090345000000000023 -0.033689999999999991 -0.043914999999999989 0.089910000000000004 -1.0000000180025095e-35 -0.41309499999999993 0.090125000000000011 0.082225000000000006 0.083785000000000012
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 -2 6 4 5 18 7 8 9 -1 -6 14 15 -11 19 -13 -12 -14 -3 -10
right_child=1 3 -4 -5 10 -7 -8 -9 11 13 16 12 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0042445808392420478 0.0038204809970885361 0.00093971601241985741 0.0020248965486592491 0.0026751644591198501 0.0013793927544303985 0.0028433150044951143 0.0025517683265815941 0.0045801949772479979 0.0041902955423813318 0.0023311264933905595 0.00070549878814243298 0.0034614147349279483 0.0039225494386464256 0.0031146454911582249 0.0033104099844168408 0.0028762734897425234 1.2159020858886528e-05 0.0035609217129095464 0.0015295643436837893 0.0038443635697286501
leaf_weight=57 71 78 65 64 53 58 68 64 88 53 60 109 157 96 60 104 65 254 65 692
leaf_count=57 71 78 65 64 53 58 68 64 88 53 60 109 157 96 60 104 65 254 65 692
internal_value=0 0.00174421 0.00358196 0.00141138 0.00119789 0.00168004 0.00363811 0.00368069 0.00364621 0.00322599 0.000653285 0.00370532 0.00352055 0.00283613 0.00384253 0.00317585 0.000345189 0.00369913 0.00120803 0.00388343
internal_weight=0 514 1867 443 379 201 1802 1734 1670 206 178 1464 624 149 840 213 125 411 143 780
internal_count=2381 514 1867 443 379 201 1802 1734 1670 206 178 1464 624 149 840 213 125 411 143 780
is_linear=0
shrinkage=0.00265391


Tree=1798
num_leaves=14
num_cat=0
split_feature=4 12 3 3 2 12 13 42 16 1373 4 4 48
split_gain=4.87429 3.47064 3.3577 3.69487 3.17293 2.83264 5.60076 2.49662 2.07967 1.77452 1.59635 1.55053 0.719012
threshold=0.27161500000000005 -0.096989999999999979 -0.14162499999999997 -0.10175499999999998 -0.0091949999999999983 -0.064509999999999984 -0.13033499999999998 0.086700000000000013 0.11021500000000002 1.0000000180025095e-35 -0.03463999999999999 0.45363500000000007 0.087470000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 -5 12 -7 11 -1 10 -8 -3 -6
right_child=1 7 3 4 5 6 9 -9 -10 -11 -12 -13 -14
leaf_value=0.0044367878353069315 0.0027748906041317497 -0.0005946419622179811 -0.00030091162778820657 -0.00048651891822865475 0.0044702275295149313 -0.0010687969438159055 0.0022187813258609775 -0.0016778672587699037 0.0020246242031389194 0.0037834320920145268 0.0015419023453564452 0.0017156685554101838 0.0027443719356459203
leaf_weight=90 54 58 89 60 55 69 884 80 71 59 687 72 53
leaf_count=90 54 58 89 60 55 69 884 80 71 59 687 72 53
internal_value=0 0.00039599 0.00191257 0.00179224 0.00189208 0.00197112 0.00186597 -0.000215193 0.00337374 0.00199027 0.00192285 0.000684051 0.00362432
internal_weight=0 264 2117 1956 1867 1807 1699 210 161 1630 1571 130 108
internal_count=2381 264 2117 1956 1867 1807 1699 210 161 1630 1571 130 108
is_linear=0
shrinkage=0.0105204


Tree=1799
num_leaves=26
num_cat=0
split_feature=4 3 1 150 0 0 3 0 160 3 47 160 52 0 3 3 50 51 0 160 3 4 483 150 3
split_gain=95.8005 27.9221 16.9932 5.80242 5.3488 4.41831 9.571 9.53713 4.89372 3.85441 3.31305 3.95739 3.54722 3.25269 2.88405 2.68753 2.42174 2.67974 2.53279 2.30773 1.75999 1.60574 1.17799 0.92797 0.389222
threshold=0.27161500000000005 -0.06340999999999998 0.10384000000000002 0.087000000000000008 -0.10803999999999998 -0.076539999999999983 -0.13088999999999998 -0.097074999999999981 -0.060309999999999996 -0.0072299999999999994 0.077555000000000013 -0.010724999999999998 -0.085924999999999987 -0.010949999999999998 -0.076099999999999987 -0.082154999999999992 0.088425000000000017 -0.016949999999999996 -0.00077999999999999999 0.049100000000000012 0.11745500000000002 -0.075239999999999987 -0.021199999999999997 0.10335500000000002 -0.082904999999999993
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=1 5 10 9 20 6 -1 15 -7 -4 11 -3 -13 -6 22 -8 17 24 21 -14 -2 -19 -9 -24 -10
right_child=4 2 3 -5 13 8 7 14 16 -11 -12 12 19 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26
leaf_value=0.0043701098317654782 0.0022881335641808001 0.0024477588575255193 0.0018386872396315807 0.0013515898902360869 0.00095491099551873993 0.0025775252713386961 0.0022719723382369139 0.0038744609182414826 0.0036344823672400991 0.0027322877150477219 0.0036280656036181413 0.0036113209010763666 0.0031938026869110037 0.0017342626342161972 0.0030684895542988115 0.0030739417912302881 0.0037234254007910751 0.0035313573859168381 0.0025172820284489997 0.0024850553730892677 0.0016606791107976135 0.0029526816102613033 0.0034854481248777097 0.0038430277602856896 0.0033330564776264996
leaf_weight=72 63 78 54 52 88 76 52 63 62 76 54 66 67 58 97 58 69 53 52 55 55 79 772 52 58
leaf_count=72 63 78 54 52 88 76 52 63 62 76 54 66 67 58 97 58 69 53 52 55 55 79 772 52 58
internal_value=0 0.00322147 0.00269575 0.00207297 0.00159163 0.00338487 0.00346791 0.00340851 0.00316915 0.00236131 0.00304987 0.00293239 0.00313332 0.0012647 0.00348823 0.00269508 0.00328963 0.00319107 0.00299661 0.00287451 0.00199591 0.00318524 0.0035341 0.00350805 0.00348902
internal_weight=0 2117 502 182 264 1615 1166 1094 449 130 320 266 188 146 984 110 373 304 184 122 118 132 887 824 120
internal_count=2381 2117 502 182 264 1615 1166 1094 449 130 320 266 188 146 984 110 373 304 184 122 118 132 887 824 120
is_linear=0
shrinkage=0.00255085


Tree=1800
num_leaves=14
num_cat=0
split_feature=2 49 12 10 4 4 47 42 43 151 52 157 52
split_gain=5.75704 2.18022 1.88737 4.08777 1.9794 2.71836 2.09919 1.73652 1.60561 3.01643 1.5724 1.65716 0.835264
threshold=0.13538500000000001 0.0060900000000000008 -0.095379999999999979 -0.0079749999999999977 -0.21586499999999997 -0.13833499999999996 0.11069000000000002 0.095935000000000006 -0.085349999999999995 0.0036750000000000007 -0.015319999999999999 -0.0048549999999999991 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 -4 10 -6 8 -2 12 -10 11 -5 -7
right_child=1 -3 3 4 5 6 -8 -9 9 -11 -12 -13 -14
leaf_value=0.00019052073705037035 -0.0019200613660032633 0.0015297236556697132 0.0045086670940516433 0.0032958779493706715 -0.00053047008884463901 0.0033907553601125098 0.00013485426780370795 0.00044010599423412671 0.0016843449534988874 -0.00055271692341539436 0.004045864977908346 0.00086760754114397593 0.0021107185114682676
leaf_weight=78 69 53 52 53 57 60 84 55 1297 62 58 58 315
leaf_count=78 69 53 52 53 57 60 84 55 1297 62 58 58 315
internal_value=0 -0.000152494 0.00170623 0.00176259 0.00169267 0.00159992 0.00166677 -0.000872359 0.00174092 0.00158221 0.00272115 0.00202801 0.00231581
internal_weight=0 177 2174 2096 2044 1875 1818 124 1734 1359 169 111 375
internal_count=2351 177 2174 2096 2044 1875 1818 124 1734 1359 169 111 375
is_linear=0
shrinkage=0.00991364


Tree=1801
num_leaves=27
num_cat=0
split_feature=12 12 13 156 42 52 0 0 15 40 43 0 43 42 43 0 15 52 151 13 15 42 0 52 43 43
split_gain=81.313 16.8254 11.0106 12.7283 8.44165 6.88666 6.71832 16.529 8.08057 6.19792 5.82533 4.95682 5.2324 3.03437 2.35252 2.30988 2.11781 1.99406 1.88307 1.76142 1.37158 1.79867 1.22279 0.665921 1.46815 0.572699
threshold=0.054520000000000006 0.099815000000000015 -0.0013449999999999996 0.090500000000000011 -0.025789999999999997 1.0000000180025095e-35 -0.019414999999999998 -0.10264999999999998 -0.097269999999999981 -0.065259999999999999 0.087840000000000015 -0.096594999999999986 -0.0088849999999999988 0.088285000000000016 -0.081639999999999976 -0.014334999999999999 -0.086189999999999989 0.033770000000000008 -0.085164999999999977 0.0015850000000000003 0.041820000000000003 0.092160000000000006 -0.10220499999999998 0.40249000000000007 -0.022549999999999997 -0.089269999999999988
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 10 5 6 25 9 7 8 -4 14 11 12 -2 15 -1 18 -6 -18 -13 -20 21 -15 -11 24 -22 -3
right_child=1 4 3 -5 16 -7 -8 -9 -10 22 -12 13 -14 20 -16 -17 17 -19 19 -21 23 -23 -24 -25 -26 -27
leaf_value=0.0014668552004467161 0.0031017734309780895 0.0032387571554782918 0.0025861806435013559 0.0034614383296344394 0.0017433426280024839 0.0022648069866958507 0.0012741316745089844 0.0034616973258369652 0.0012823675379660796 0.001295668202907514 0.0038095354840107457 0.0036111148674886346 0.0020614814620406922 0.0030851854687315963 0.0022374904878692879 0.0037829256037761835 0.0021122372776958415 0.0027651927916559384 0.0032760503056786117 0.0028799200630369249 0.0027465947934852027 0.0025271574418158724 0.00076499433268056773 0.0034193722233848574 0.0032447079356230277 0.0028952240486680102
leaf_weight=53 84 57 54 56 52 88 54 59 80 53 102 96 54 93 55 66 83 52 506 91 60 69 67 54 127 86
leaf_count=53 84 57 54 56 52 88 54 59 80 53 102 96 54 93 55 66 83 52 506 91 60 69 67 54 127 86
internal_value=0 0.00308496 0.00198612 0.00234072 0.00255597 0.00164603 0.00208652 0.00231367 0.00180799 0.00140708 0.00320946 0.00316235 0.0026949 0.00321784 0.00185957 0.00331512 0.00219152 0.00236395 0.00327053 0.00321572 0.00303456 0.00284768 0.000999607 0.00316006 0.00308503 0.00303235
internal_weight=0 1732 619 303 330 316 247 193 134 228 1402 1300 138 1162 108 759 187 135 693 597 403 162 120 241 187 143
internal_count=2351 1732 619 303 330 316 247 193 134 228 1402 1300 138 1162 108 759 187 135 693 597 403 162 120 241 187 143
is_linear=0
shrinkage=0.00260187


Tree=1802
num_leaves=12
num_cat=0
split_feature=149 48 0 133 12 151 159 13 403 403 12
split_gain=3.02023 2.65589 4.22141 1.65057 2.18527 1.55227 1.60825 1.20564 1.67338 1.4555 0.548204
threshold=0.079625000000000015 -0.015314999999999997 -0.092904999999999988 -0.24180499999999996 -0.095379999999999979 -0.094179999999999986 0.11819000000000002 -0.08533499999999998 -0.0064299999999999991 0.090880000000000016 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 -6 7 8 -7 -9 -3
right_child=-2 3 -4 4 5 6 -8 9 -10 -11 -12
leaf_value=-0.0017923713073806813 0.0031631897889845086 0.0025498507189463458 0.0013279840354357007 -0.00016248686456068527 0.002310794093131608 0.0026602547855559102 -1.1778908241898532e-05 0.0010431573077823023 0.0013691921194946334 0.0020730275597364576 0.001457542519519367
leaf_weight=54 57 89 73 81 95 91 75 1230 346 107 53
leaf_count=54 57 89 73 81 95 91 75 1230 346 107 53
internal_value=0 0.00119046 5.07506e-07 0.00126015 0.00119821 0.00125496 0.00120066 0.00125197 0.00163825 0.00112565 0.00214279
internal_weight=0 2294 127 2167 2025 1944 1849 1774 437 1337 142
internal_count=2351 2294 127 2167 2025 1944 1849 1774 437 1337 142
is_linear=0
shrinkage=0.0084612


Tree=1803
num_leaves=14
num_cat=0
split_feature=1 34 3 41 10 3 4 3 4 1375 16 4 4
split_gain=4.15461 2.73731 2.26736 2.31471 2.14247 1.75439 5.11563 2.52475 1.92827 1.52289 1.31568 1.04773 0.627816
threshold=0.12007000000000002 -0.021334999999999996 0.11745500000000002 0.083975000000000008 -0.0069899999999999988 -0.0035149999999999995 0.022635000000000006 -0.012769999999999998 -0.44205499999999992 -0.074434999999999987 -0.073494999999999991 0.50373500000000015 -0.066894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -2 7 12 8 -3 -10 11 -6 -7
right_child=4 2 -4 -5 10 6 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0033909387689300607 -0.0016653100261132703 0.0027085221453442684 -0.00040793012965342236 -0.00044010563612203324 0.0021123901172052689 0.0017204422057153423 0.004529778649560042 -0.00077853671529356052 0.0026291939247380892 0.0011785609229632097 -0.00034565089457594156 0.00023469295258419332 0.00035405482943043755
leaf_weight=52 53 82 72 66 52 68 57 52 66 1532 95 52 52
leaf_count=52 53 82 72 66 52 68 57 52 66 1532 95 52 52
internal_value=0 0.00127323 0.00121938 0.00127876 3.37431e-06 0.00133824 0.00222485 0.00124757 0.00131035 0.00123854 0.000448299 0.0011745 0.00112917
internal_weight=0 2099 2047 1975 252 1909 177 1732 1680 1598 199 104 120
internal_count=2351 2099 2047 1975 252 1909 177 1732 1680 1598 199 104 120
is_linear=0
shrinkage=0.00934185


Tree=1804
num_leaves=13
num_cat=0
split_feature=2 149 150 49 16 40 16 394 16 16 2 52
split_gain=3.23882 2.15383 2.4236 1.31942 2.24305 1.24947 1.21243 1.2973 3.30896 1.13697 2.30509 1.81404
threshold=0.13538500000000001 0.07770500000000001 0.116995 0.0060900000000000008 -0.116045 -0.081804999999999975 -0.52595999999999987 -0.08151499999999999 -0.085059999999999983 -0.081354999999999983 0.11225500000000001 0.11232500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 -7 8 -8 10 -9 -11
right_child=3 -3 -4 -5 -6 6 7 9 -10 11 -12 -13
leaf_value=0.0023072806180756281 0.00044418069304720889 0.0030648852679346235 -0.00095672520292863208 0.0010229202684637383 -0.0022228102973533312 -0.00033391412836877968 0.0016583377371161649 0.0013273642437616874 -0.0015988548467939455 0.0011809428556148066 0.0034109219043239273 0.00018176088210948544
leaf_weight=83 64 54 57 53 60 59 65 528 58 994 58 218
leaf_count=83 64 54 57 53 60 59 65 528 58 994 58 218
internal_value=0 0.0011087 0.00105882 -0.000285393 -0.000845445 0.00111456 0.00106451 0.00110752 0.000121565 0.00117491 0.00153377 0.00100131
internal_weight=0 2174 2120 177 124 2063 1980 1921 123 1798 586 1212
internal_count=2351 2174 2120 177 124 2063 1980 1921 123 1798 586 1212
is_linear=0
shrinkage=0.00991364


Tree=1805
num_leaves=26
num_cat=0
split_feature=4 12 2 2 2 2 4 12 4 12 4 157 160 4 2 2 2 4 51 484 12 4 50 133 133
split_gain=339.895 131.177 45.1801 42.1809 24.9759 20.469 15.6964 12.6115 11.6116 6.58712 5.95398 3.66448 3.35154 3.1199 2.8432 2.79324 2.61373 1.73942 1.67378 1.57391 1.82514 1.03813 1.00496 0.723948 0.056266
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 -0.0091949999999999983 0.12358500000000001 0.12708000000000003 -0.062804999999999986 0.09141500000000001 -0.00013999999999999996 -0.040564999999999997 0.0015850000000000003 -0.081364999999999979 -0.081069999999999989 -0.082084999999999977 0.13673000000000005 0.087855000000000003 0.09580000000000001 -0.012419999999999999 0.077225000000000016 -0.0084199999999999987 0.087185000000000012 -0.085574999999999984 0.089465000000000017 0.092845000000000011 -0.006304999999999999
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=1 2 3 -1 7 9 -5 11 -8 -2 12 17 -9 16 -4 18 -14 -3 21 -17 -21 -13 -15 24 -12
right_child=5 4 14 6 -6 -7 8 10 -10 -11 23 15 13 22 -16 19 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.008071287084221437 0.0074347994420498774 0.011675740008694587 0.0084409954541249284 0.011093036886851147 0.0091971873695366382 0.0066450449231833311 0.0090211783867442819 0.010237942890349624 0.01034283198323507 0.0084336824424267355 0.010197330934962326 0.011159670496474443 0.011359605992064549 0.010549268118971937 0.0077321105476574744 0.011043859854934068 0.010677752626403516 0.011129828090730754 0.011402717647489112 0.010221216038765139 0.010745808957789645 0.010897470747814858 0.01087921166993952 0.0099457461934784868 0.010368491119414316
leaf_weight=62 60 52 80 82 56 91 62 81 93 97 53 121 77 224 54 58 56 101 56 56 126 382 75 58 61
leaf_count=62 60 52 80 82 56 91 62 81 93 97 53 121 77 224 54 58 56 101 56 56 126 382 75 58 61
internal_value=0 0.0104516 0.00929373 0.00980375 0.0107478 0.00753591 0.0102569 0.0108008 0.00981433 0.0080521 0.010556 0.0109769 0.0106842 0.0107678 0.00815551 0.0109121 0.0110727 0.0113155 0.0110049 0.0106956 0.0105845 0.0109606 0.0106321 0.0101735 0.0102891
internal_weight=0 2126 433 299 1693 248 237 1637 155 157 685 952 513 432 134 799 133 153 559 240 182 503 299 172 114
internal_count=2374 2126 433 299 1693 248 237 1637 155 157 685 952 513 432 134 799 133 153 559 240 182 503 299 172 114
is_linear=0
shrinkage=0.00235659


Tree=1806
num_leaves=20
num_cat=0
split_feature=12 156 41 3 16 41 47 16 16 52 48 48 48 12 160 1213 3 3 52
split_gain=2.39996 3.71005 2.25149 3.75058 3.03085 2.15508 1.96148 3.13439 3.49949 4.51897 2.29125 2.18627 1.27915 1.46773 1.05251 1.23909 1.12714 0.658595 0.765689
threshold=0.082780000000000006 0.094765000000000016 0.077565000000000009 -0.14162499999999997 0.4044600000000001 0.07677500000000001 0.077555000000000013 -0.42004999999999992 0.066275000000000014 -0.084674999999999986 0.10327000000000001 0.086035000000000014 0.10255000000000002 0.12477500000000001 -0.089549999999999991 -0.13252999999999998 -0.072579999999999992 -0.073629999999999987 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 6 7 -1 9 -9 -8 -11 13 14 17 -16 -17 18 -5
right_child=2 -3 -4 12 -6 -7 10 8 -10 11 -12 -13 -14 -15 15 16 -18 -19 -20
leaf_value=0.0017605803635102287 0.0049803089068281518 0.0031149793491095324 -0.00014162340783009154 0.0028299708067307827 0.0017515407465489067 0.0026513551680695854 0.0032095130943984177 0.0013350544433889818 0.0017140804860951654 -0.0023047168836415463 0.00038940155854912844 -0.00010777134973499396 0.00034305414018551904 0.003248113446738957 0.0026368311456883209 0.0014941941705810568 0.00041840372299905171 0.003180787857101353 0.001520387836300869
leaf_weight=103 61 71 65 64 54 52 53 75 73 126 61 69 75 56 84 931 107 52 142
leaf_count=103 61 71 65 64 54 52 53 75 73 126 61 69 75 56 84 931 107 52 142
internal_value=0 0.000969372 0.00166613 0.00173846 0.00346511 0.000720281 0.000540778 0.00024387 -0.000211276 -0.000732228 0.00170143 -0.00152788 0.00160697 0.00167291 0.00160891 0.00147733 0.0013834 0.00218072 0.00192776
internal_weight=0 683 1691 1626 115 612 560 446 343 270 114 195 1511 1436 1380 1122 1038 258 206
internal_count=2374 683 1691 1626 115 612 560 446 343 270 114 195 1511 1436 1380 1122 1038 258 206
is_linear=0
shrinkage=0.00991364


Tree=1807
num_leaves=12
num_cat=0
split_feature=2 15 2 2 124 474 3 1 3 15 457
split_gain=3.11307 2.25364 2.74371 1.55802 1.73045 1.73108 1.48491 2.81789 1.94449 2.67106 1.2494
threshold=0.16730000000000003 -0.40312499999999996 -0.00097499999999999985 -0.0091949999999999983 -0.082899999999999988 0.10692000000000002 0.10703500000000001 0.11249000000000002 -0.016164999999999995 -1.0000000180025095e-35 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 8 -8 10 -10 -6
right_child=-2 3 -4 4 5 -7 7 -9 9 -11 -12
leaf_value=0.001950029150163496 -0.0012022243375663759 4.8125822566933666e-05 -0.0010200769513136621 0.0030331077920968865 0.0012932470857577902 0.0031248135773571752 -0.0013491490140586362 0.0018106083070651357 0.0013932677577626863 0.0041042447060640258 0.0029520465114611779
leaf_weight=55 54 86 92 78 1602 65 61 64 95 70 52
leaf_count=55 54 86 92 78 1602 65 61 64 95 70 52
internal_value=0 0.00135191 9.04232e-05 0.0014372 0.00149439 0.00143459 0.00137802 0.000267748 0.00145425 0.00254406 0.00134547
internal_weight=0 2320 147 2173 2087 2009 1944 125 1819 165 1654
internal_count=2374 2320 147 2173 2087 2009 1944 125 1819 165 1654
is_linear=0
shrinkage=0.0105204


Tree=1808
num_leaves=13
num_cat=0
split_feature=123 13 2 4 2 48 15 3 43 3 0 16
split_gain=2.51409 2.50688 2.17713 2.50068 1.76317 1.58179 3.30886 2.42652 2.68864 2.40111 3.09009 1.02777
threshold=1.0000000180025095e-35 -0.009329999999999998 -0.082219999999999974 0.50373500000000015 0.10444500000000002 0.093265000000000015 -0.069404999999999981 0.13524500000000003 -0.23799499999999998 0.091170000000000015 -0.14803999999999998 -0.083104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 5 -2 7 11 8 -4 10 -10 -7
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=0.0033044785662147149 0.0021019666558818447 -0.0019182822314139643 0.0030218972104393018 -0.00086164043589888838 -0.00031479410482187879 5.8933658195844798e-05 -0.0020199299428147431 0.0036780512716953215 0.0033809237669338273 -0.00060691741169668369 0.0011592040236883007 0.0018358596396908882
leaf_weight=59 64 60 100 70 83 65 53 52 79 86 1505 98
leaf_count=59 64 60 100 70 83 65 53 52 79 86 1505 98
internal_value=0 -3.23622e-05 0.00122964 0.00117152 0.000736606 0.00124141 0.00035504 0.00134642 0.00127786 0.00117335 0.00127008 0.00112799
internal_weight=0 207 2167 2108 147 2038 216 1822 1770 1670 1584 163
internal_count=2374 207 2167 2108 147 2038 216 1822 1770 1670 1584 163
is_linear=0
shrinkage=0.0109455


Tree=1809
num_leaves=14
num_cat=0
split_feature=2 123 14 48 43 39 1443 13 39 3 484 51 49
split_gain=2.00495 1.96221 3.35028 2.09925 2.36194 2.10378 1.9592 1.82626 1.91531 1.38154 1.26779 2.45393 1.62814
threshold=0.16730000000000003 1.0000000180025095e-35 -0.10708499999999999 0.093265000000000015 -0.078959999999999989 1.0000000180025095e-35 0.060940000000000001 -0.0094049999999999984 0.088895000000000016 -0.066424999999999984 0.0069400000000000009 -0.086159999999999987 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 10 8 -3 -6 12 -12 -4
right_child=-2 7 3 4 9 -7 -8 -9 -10 -11 11 -13 -14
leaf_value=0.003273096271322066 -0.0010649917992578549 0.0016905633103691912 5.9240114842284942e-05 -0.0015119865067253194 0.0019017032805894848 0.0028307775945482028 0.0028098548541147022 -0.0015524580935749016 -0.00072558400837329125 -0.00022650327075675385 -0.0016191107107778482 0.00076175872926838848 0.0011372762111882052
leaf_weight=64 54 73 161 73 59 64 57 59 62 66 56 211 1315
leaf_count=64 54 73 161 73 59 64 57 59 62 66 56 211 1315
internal_value=0 0.000905107 0.000993945 0.000923153 -6.62815e-05 0.00102831 0.000964164 -6.78872e-05 0.000580126 0.000777147 0.000903743 0.000261996 0.00101976
internal_weight=0 2320 2126 2062 198 1864 1800 194 135 125 1743 267 1476
internal_count=2374 2320 2126 2062 198 1864 1800 194 135 125 1743 267 1476
is_linear=0
shrinkage=0.0101119


Tree=1810
num_leaves=11
num_cat=0
split_feature=11 11 3 13 124 48 3 3 40 157
split_gain=3.36233 3.21619 2.15432 3.23336 1.91777 1.97429 1.71808 2.7684 1.24659 1.02018
threshold=0.093970000000000012 0.082245000000000013 -0.11197999999999998 0.043640000000000005 -0.078224999999999989 0.13252500000000003 0.30835000000000007 0.10449500000000002 -0.080519999999999994 -0.081329999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 9 -4 -6
right_child=-2 -3 4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0019686570039810745 -0.0016131488745783258 0.0028665641451221485 -0.0012027826315138734 0.0007703397305581 0.0015379335291223954 -0.0010680195253399854 -0.0005220052604488556 0.002565147574962871 0.00055847777834731839 0.0007715076842009569
leaf_weight=74 62 67 77 99 193 52 81 99 81 1500
leaf_count=74 62 67 77 99 193 52 81 99 81 1500
internal_value=0 0.000725607 0.000661976 -0.000400643 0.000750281 0.000836474 0.000889405 0.000953261 -0.000299188 0.000858942
internal_weight=0 2323 2256 173 2083 1925 1873 1792 158 1693
internal_count=2385 2323 2256 173 2083 1925 1873 1792 158 1693
is_linear=0
shrinkage=0.00991364


Tree=1811
num_leaves=18
num_cat=0
split_feature=2 4 12 4 133 14 0 4 12 2 4 13 2 12 15 12 15
split_gain=92.5885 48.8535 23.359 10.9753 10.847 10.4905 8.10729 11.6685 6.7241 5.85076 5.0741 3.36616 3.00165 1.97511 1.46501 1.32982 0.820427
threshold=0.13574000000000003 0.27161500000000005 -0.007389999999999999 -0.0030749999999999996 0.0024650000000000006 0.019675000000000002 -0.10891999999999999 0.0066850000000000008 0.089885000000000007 0.095040000000000013 0.0015850000000000003 0.0032950000000000006 0.16149500000000003 0.10321000000000001 -0.082179999999999989 0.083785000000000012 -0.15150999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 7 -4 11 -3 14 15 -2 -12 -10 -8 -11
right_child=4 9 5 -5 -6 -7 8 -9 10 16 13 -13 -14 -15 -16 -17 -18
leaf_value=0.001663772182703092 0.0010776641743175555 0.0013255086574091883 0.0018973508894092705 0.0028736332579136969 0.0020058958242049106 0.0039996791169571748 0.0035148833258931401 0.003208867461695008 0.003423326088698375 0.0019566316606009662 0.0028070478468365675 0.0027460551059962906 0.00032118951622489626 0.0022786980752044122 0.0030314265172835114 0.003267107113874746 0.0023687623487743505
leaf_weight=94 65 83 75 75 55 72 152 76 60 57 105 63 53 64 538 645 53
leaf_count=94 65 83 75 75 55 72 152 76 60 57 105 63 53 64 538 645 53
internal_value=0 0.00293171 0.00304001 0.00220084 0.00114131 0.00311665 0.00308088 0.00255762 0.00312943 0.00179865 0.00296866 0.00327279 0.000738105 0.00260711 0.00307079 0.00331439 0.00215543
internal_weight=0 2212 2019 169 173 1850 1778 151 1627 193 767 860 118 169 598 797 110
internal_count=2385 2212 2019 169 173 1850 1778 151 1627 193 767 860 118 169 598 797 110
is_linear=0
shrinkage=0.00235659


Tree=1812
num_leaves=22
num_cat=0
split_feature=1 3 0 3 12 51 16 50 51 47 52 12 1447 52 1 16 1 12 16 403 401
split_gain=2.04319 2.28333 2.64609 1.96658 2.30934 1.71502 2.15713 2.99037 3.73785 3.233 1.72905 1.67104 2.10106 1.46094 1.40522 1.28703 1.14804 0.621491 0.625225 0.478672 0.788983
threshold=0.089710000000000026 -0.12077499999999998 -0.10803999999999998 -0.12077499999999998 0.10823500000000001 -0.06512999999999998 -0.48950499999999991 0.089465000000000017 0.087425000000000017 0.088195000000000009 -0.086814999999999989 0.083785000000000012 -0.085024999999999989 -0.046924999999999988 0.10662500000000001 -0.034884999999999992 0.098420000000000021 0.11769500000000001 -0.14839499999999997 0.23343000000000003 0.089695000000000011
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 2 -1 14 5 10 -7 8 9 -8 -5 13 -13 -3 -2 -15 -9 18 -14 20 -20
right_child=3 11 -4 4 -6 6 7 16 -10 -11 -12 12 17 15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0014132069130921841 0.00031662307220840596 0.00090712396724790267 -0.0016487360389182682 0.00037339974809474924 -0.0019228939990824964 0.0014501366499672112 -0.0020555274258937887 0.0017763634606759607 0.0013366360126483882 0.00082907451838967771 0.0027633472769567546 -0.00099526518499977869 0.0020825728780001478 0.0015132686360883974 0.0023933451370064607 0.0035148042397591108 -0.00012299218010068376 1.0412485314511736e-05 0.0010246310031016624 0.0001862532631244772 0.0022595169166674026
leaf_weight=52 62 92 71 78 53 97 187 83 67 53 55 56 66 64 79 74 57 58 857 65 59
leaf_count=52 62 92 71 78 53 97 187 83 67 53 55 56 66 64 79 74 57 58 857 65 59
internal_value=0 0.000992954 -0.000353361 0.000365722 0.000150163 0.000312618 5.57223e-05 -0.000246622 -0.000816508 -0.00141805 0.00136255 0.00111208 0.000952779 0.00191574 0.00148096 0.00258735 0.00100227 0.0010516 0.00110918 0.00104357 0.00110429
internal_weight=0 1514 123 871 730 677 544 447 307 240 133 1391 1161 230 141 138 140 1105 1047 981 916
internal_count=2385 1514 123 871 730 677 544 447 307 240 133 1391 1161 230 141 138 140 1105 1047 981 916
is_linear=0
shrinkage=0.0103142


Tree=1813
num_leaves=15
num_cat=0
split_feature=12 3 15 42 12 447 3 14 42 15 43 42 457 15
split_gain=100.841 48.1277 20.8207 16.395 13.5445 9.6017 6.57773 6.47712 6.22794 4.73203 4.40603 6.00433 3.19183 2.6131
threshold=-0.011819999999999999 0.11745500000000002 -0.37478999999999996 -0.0043149999999999994 0.11769500000000001 0.084700000000000011 0.17646500000000004 0.062655000000000016 0.077855000000000021 -0.094124999999999986 -0.11278499999999998 -0.027829999999999997 0.083190000000000014 -0.11664999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -3 10 9 -5 11 -4 -12 -10
right_child=1 6 4 8 -6 -7 -8 -9 13 -11 12 -13 -14 -15
leaf_value=0.0025550721314099084 0.0016921835544094616 0.0019962736393172669 0.0030998389719255406 0.00040679312167521783 0.0021866326115326778 0.0022518844748143432 0.00082366414880397207 0.0039274788939829153 0.0012679469836925231 0.001307808582977799 0.0032223801076299986 0.0021158169726321376 0.0026794997578629314 0.0020248705772397198
leaf_weight=67 62 58 112 66 88 66 53 66 53 69 1453 53 66 53
leaf_count=67 62 58 112 66 88 66 53 66 53 69 1453 53 66 53
internal_value=0 0.00297695 0.00306391 0.00150292 0.00310856 0.00315322 0.00143661 0.0031872 0.0012103 0.000867502 0.00315817 0.00278391 0.00319881 0.00164665
internal_weight=0 2077 1966 308 1904 1816 111 1750 241 135 1684 165 1519 106
internal_count=2385 2077 1966 308 1904 1816 111 1750 241 135 1684 165 1519 106
is_linear=0
shrinkage=0.00240373


Tree=1814
num_leaves=24
num_cat=0
split_feature=1 3 123 4 4 52 1 4 13 484 474 42 151 3 3 43 4 42 4 13 403 52 13
split_gain=162.192 33.0589 23.0887 10.2607 7.58949 7.91289 6.61652 4.80686 4.55687 4.63365 4.96765 4.41022 3.8923 3.55443 3.46153 2.55428 2.55382 3.64596 2.51184 2.09364 1.56645 1.54097 0.877625
threshold=0.10892500000000001 -0.055839999999999994 1.0000000180025095e-35 0.24726500000000004 0.046720000000000005 0.0043000000000000009 0.13630500000000004 0.24099500000000004 -0.085409999999999986 0.085435000000000025 0.084660000000000027 -0.14509999999999998 -0.083844999999999989 -0.08841499999999998 -0.16048499999999996 -0.078059999999999977 -0.0086449999999999982 0.085790000000000019 0.06301000000000001 -0.061199999999999991 -0.0076149999999999994 -0.014149999999999998 -0.085669999999999982
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 3 4 -2 8 7 15 18 13 11 -11 -10 -13 -1 -14 -3 17 21 -6 -17 -19 -15 -8
right_child=1 6 -4 -5 5 -7 22 -9 9 10 -12 12 14 16 -16 19 -18 20 -20 -21 -22 -23 -24
leaf_value=0.005306927353208488 0.0042544954590955451 0.0020190613046193254 0.0031032394754189003 0.0028299610603005512 0.0035587819336977021 0.0046485006238348465 0.0015026500110453607 0.0030972181263150237 0.005154146175479493 0.004346714517801901 0.0033598308151600847 0.0038084640930700496 0.0050233764514619229 0.0044696599527920995 0.0044226809981070562 0.0023847397841345627 0.0050272740112106617 0.0051264253958737301 0.0042678524180949267 0.0030523511749305527 0.004548477849548491 0.0039055720128554536 0.0019398307881594327
leaf_weight=56 79 52 88 53 52 88 61 53 55 84 52 61 65 63 908 66 75 54 81 54 68 61 56
leaf_count=56 79 52 88 53 52 88 61 53 55 84 52 61 65 63 908 66 75 54 81 54 68 61 56
internal_value=0 0.0026455 0.00435622 0.00368273 0.00441498 0.00402939 0.00217166 0.00373634 0.00448091 0.00440659 0.00396957 0.00446115 0.00442426 0.00472233 0.00446284 0.0024841 0.00462026 0.00449607 0.00399082 0.00268539 0.00480451 0.00419238 0.00171213
internal_weight=0 421 1964 132 1876 274 289 186 1602 1225 136 1089 1034 377 973 172 321 246 133 120 122 124 117
internal_count=2385 421 1964 132 1876 274 289 186 1602 1225 136 1089 1034 377 973 172 321 246 133 120 122 124 117
is_linear=0
shrinkage=0.00250084


Tree=1815
num_leaves=15
num_cat=0
split_feature=30 131 2 43 149 0 157 0 0 160 401 43 401 13
split_gain=2.77531 2.88404 5.47586 2.67008 2.05822 1.73361 2.38585 2.72096 6.38637 2.28201 1.77155 1.7935 1.49787 0.503001
threshold=0.086065000000000016 0.096845000000000014 0.16394500000000004 -0.054574999999999992 1.0000000180025095e-35 -0.066849999999999979 -0.0091799999999999989 0.11026000000000001 -0.00077999999999999999 0.11405000000000001 0.080710000000000018 0.0019650000000000002 0.094270000000000007 -0.0072499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 5 9 -7 8 -8 10 11 -1 -12 -3
right_child=-2 3 -4 -5 -6 6 7 -9 -10 -11 12 -13 -14 -15
leaf_value=0.0013034500508167946 -0.0011976959960833338 0.0020693829858321995 -0.0022665287125532463 0.0042347935516676956 0.002986268615589305 0.0018107540847398633 0.00043059029462905613 0.0015856522105853128 -0.0033771599739077459 -0.00044742990435849727 0.003576378412941813 0.00036417343878125951 0.0015477507051491828 0.00080874835847022548
leaf_weight=1077 56 76 52 52 55 96 172 81 61 86 56 258 112 57
leaf_count=1077 56 76 52 52 55 96 172 81 61 86 56 258 112 57
internal_value=0 0.00107986 0.000973438 0.00229079 0.00105552 0.00100234 0.00041569 -1.04825e-05 -0.000565825 0.00115364 0.00124532 0.00112201 0.0022246 0.00152992
internal_weight=0 2291 2106 185 2054 1999 410 314 233 1589 1503 1335 168 133
internal_count=2347 2291 2106 185 2054 1999 410 314 233 1589 1503 1335 168 133
is_linear=0
shrinkage=0.0101119


Tree=1816
num_leaves=30
num_cat=0
split_feature=12 2 13 2 12 0 16 16 52 2 0 0 159 52 43 49 0 2 155 0 16 52 1212 1446 0 43 52 43 43
split_gain=264.624 82.9981 47.8917 31.0243 26.0764 13.7372 10.1344 9.62227 7.05989 6.82285 6.71496 5.66863 5.00963 5.23814 4.89176 3.96598 3.35932 3.20984 2.96865 6.7129 2.92497 1.67148 1.41547 2.62572 1.34017 1.23292 1.36799 1.12438 0.444253
threshold=0.054520000000000006 0.13538500000000001 -0.0042049999999999995 0.10859000000000001 0.092495000000000008 -0.10220499999999998 -0.23071499999999998 -0.0096099999999999988 -0.08929999999999999 0.088850000000000012 -0.14454499999999995 -0.074434999999999987 -0.010449999999999999 -0.15086999999999998 -0.00013499999999999997 -0.018959999999999994 -0.099059999999999995 0.095620000000000011 0.10857000000000001 -0.050864999999999994 -0.019749999999999993 -0.013014999999999999 0.087685000000000013 0.083715000000000026 -0.079854999999999995 -0.07520499999999998 0.085020000000000012 -0.076124999999999984 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 8 9 10 -6 27 -4 16 -1 17 -11 -14 28 -10 -2 25 19 21 -5 -13 23 24 -18 -8 -27 -7 -15
right_child=1 -3 3 20 6 7 11 -9 15 12 -12 18 13 14 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.00047631029016278049 0.0044293364711267061 0.00026349995560531888 0.0034028856249213929 0.0012878137641260817 0.0018659891964239413 -0.00018605831509530509 0.0038569038406143061 0.00081737384387756183 0.001732593321626602 0.0040592497095917864 0.0016980374479425855 0.0026281597570015315 0.0037903801129798298 0.0030469092779121408 0.0022329079853675624 0.0026479692086259108 0.0036883411865833611 0.0029155890932026597 0.0034266158706132634 0.0019049792221023868 0.00043936655507053105 0.0031335367838193225 0.0034555337036300355 0.0042548766092250353 0.0041313648079440851 0.0031209582891349561 0.00368401282680992 -0.00073625312603537612 0.003392467521012155
leaf_weight=55 57 61 59 64 52 52 66 68 53 53 75 73 65 57 53 91 464 77 52 55 52 130 97 80 55 62 62 53 54
leaf_count=55 57 61 59 64 52 52 66 68 53 53 75 73 65 57 53 91 464 77 52 55 52 130 97 80 55 62 62 53 54
internal_value=0 0.00330445 0.00128522 0.00200296 0.00341591 0.000529488 0.0029895 3.947e-05 0.00262867 0.00367502 0.00118137 0.0030907 0.00332213 0.0031514 0.00289797 0.00231126 0.00380714 0.00337472 0.00284599 0.00272886 0.00090772 0.00295194 0.00375615 0.00380478 0.00373534 0.00356063 0.00340271 -0.000464046 0.00321527
internal_weight=0 1725 622 319 1664 303 629 173 203 1035 130 577 282 229 164 144 753 267 310 258 116 203 696 599 519 190 124 105 111
internal_count=2347 1725 622 319 1664 303 629 173 203 1035 130 577 282 229 164 144 753 267 310 258 116 203 696 599 519 190 124 105 111
is_linear=0
shrinkage=0.00265391


Tree=1817
num_leaves=30
num_cat=0
split_feature=3 12 150 457 47 2 3 1 52 1 2 1211 133 3 3 12 42 3 12 157 3 133 1212 481 12 42 42 3 3
split_gain=2.38807 3.49297 2.64939 2.39568 2.62373 3.31827 4.15127 2.29821 2.01052 1.709 1.5724 2.05474 1.92622 9.45809 1.50702 1.27865 1.11739 1.48837 0.951907 1.34618 0.950888 0.728722 0.72219 1.53783 0.728299 0.667227 0.757564 0.402991 0.375976
threshold=-0.049204999999999992 0.095175000000000023 -1.0000000180025095e-35 0.018630000000000004 0.084635000000000016 1.0000000180025095e-35 0.095555000000000015 0.081755000000000008 -0.053514999999999993 0.10335000000000001 0.08647500000000001 0.077345000000000011 -0.0047949999999999989 -0.095119999999999996 -0.16048499999999996 0.10842500000000001 0.091545000000000015 -0.097574999999999981 0.088545000000000013 -0.011899999999999999 -0.08292999999999999 -0.14775499999999997 0.087685000000000013 -0.022094999999999997 0.085465000000000013 0.095650000000000013 0.11387000000000001 -0.074694999999999998 -0.08397499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 5 -4 7 -7 -8 -5 16 12 13 -12 -14 18 17 -1 19 -16 -15 -19 23 -23 -25 -18 -27 -22 -20
right_child=1 -3 3 9 -6 6 8 -9 -10 -11 11 -13 14 20 15 -17 25 21 28 -21 27 22 -24 24 -26 26 -28 -29 -30
leaf_value=0.0035472144794208623 -0.0017642779540870547 -0.0024182873910832139 -0.0022099852473028612 0.0043480300311976609 0.0025673668019870568 0.0012827378681169435 0.00098269839370315618 -0.0018600931221478998 0.0043044499871965772 0.0012133404427356006 -0.0045534373688520657 0.0033435978121683415 0.0027732928309805358 0.0027243978159336097 0.0017337006481642513 -0.00062053261559246223 -0.00017456425682985685 0.0032193221229143217 0.0012298040600116742 -0.00021819953235136116 5.0052377817604372e-05 0.0036606709825505049 0.00057574431767356865 0.00072246965396354672 0.0019831123628922609 0.0025022546822415291 0.00044128240535043679 0.0015123047890645393 0.0021070992859180855
leaf_weight=95 53 54 69 53 90 61 56 84 55 53 53 60 93 56 97 60 52 54 133 120 59 64 73 105 209 57 52 56 171
leaf_count=95 53 54 69 53 90 61 56 84 55 53 53 60 93 56 97 60 52 54 133 120 59 64 73 105 209 57 52 56 171
internal_value=0 0.000578247 0.00086038 0.00112763 0.000704773 0.000188573 0.000835573 -0.000537029 0.0026298 0.00278193 0.00146682 0.0011342 0.000986435 -3.25435e-06 0.00131555 0.00108198 0.00188536 0.00213021 0.0012783 0.000653702 0.00140627 0.00186339 0.00170075 0.00191766 0.00156198 0.000972036 0.00152025 0.00076325 0.00172372
internal_weight=0 628 574 521 415 325 256 145 111 106 1719 958 898 224 674 581 761 600 521 217 171 505 451 378 314 161 109 115 304
internal_count=2347 628 574 521 415 325 256 145 111 106 1719 958 898 224 674 581 761 600 521 217 171 505 451 378 314 161 109 115 304
is_linear=0
shrinkage=0.0123264


Tree=1818
num_leaves=29
num_cat=0
split_feature=1 3 15 2 15 3 12 1 15 12 0 15 15 42 16 15 0 12 0 2 151 3 2 15 403 16 2 0
split_gain=120.817 23.5584 14.6321 12.4676 9.54989 14.6458 8.87743 7.97595 8.8425 3.71815 4.12379 3.34035 3.04031 2.63436 2.06921 1.85368 3.59103 3.3391 2.05815 1.93507 1.85527 2.38943 1.5988 1.51998 0.978545 0.907817 0.82083 0.774045
threshold=0.10752500000000002 0.30835000000000007 -0.24042999999999998 0.10859000000000001 0.022565000000000005 -0.14818499999999998 0.054520000000000006 0.088595000000000021 -0.033689999999999991 0.083785000000000012 -0.064804999999999988 -0.46319999999999995 -0.043644999999999996 0.095935000000000006 0.041625000000000002 -0.01163 0.11535000000000002 0.08598500000000002 -0.069974999999999996 0.087365000000000012 -0.086439999999999989 -0.082304999999999975 0.095545000000000005 -0.070049999999999987 -0.10802999999999999 -0.0030599999999999998 0.087325000000000014 -0.081654999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 14 6 -6 7 8 -1 -7 22 -2 -9 15 -4 17 19 20 25 -17 -8 -22 24 -5 26 -19 -11 -26
right_child=1 -3 3 23 5 9 13 12 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 27 -27 -28 -29
leaf_value=0.003451410481766593 0.0015217572832053163 0.00045186569577848889 0.0030820081738635262 0.0018705123256649206 0.0043799089599012618 0.003612420510671622 0.0029546025511241426 0.0022910628608671978 0.002192977687886817 0.0027709100298686203 0.002339215012884368 0.000716872900425738 0.001558699155226118 0.0024656497758423425 0.002435289945841212 0.0028005367203395798 0.0032051013166501242 0.0029050901070314019 0.0024710239293329645 0.0021279584302540959 0.0038651139215115254 0.0031366926361215092 0.0026772984425038559 0.0012958278996232538 0.0032349419010867879 0.0031925007914871597 0.0031622402374593358 0.0030241599344428354
leaf_weight=71 67 95 56 59 54 67 52 97 64 89 52 58 53 68 65 52 64 227 54 52 58 52 61 53 280 97 53 177
leaf_count=71 67 95 56 59 54 67 52 97 64 89 52 58 53 68 65 52 64 227 54 52 58 52 61 53 280 97 53 177
internal_value=0 0.00153763 0.00182568 0.00218886 0.00294727 0.003144 0.00279279 0.00242219 0.00285501 0.0030583 0.00300612 0.0011485 0.00203247 0.00292886 0.00273481 0.00297331 0.00274679 0.00304374 0.00291697 0.0024645 0.00333936 0.00352101 0.00305862 0.0015988 0.00309741 0.00299122 0.00291715 0.00315336
internal_weight=0 453 358 233 1894 833 1061 285 135 779 712 125 150 776 121 708 168 540 378 104 162 110 660 112 599 324 142 457
internal_count=2347 453 358 233 1894 833 1061 285 135 779 712 125 150 776 121 708 168 540 378 104 162 110 660 112 599 324 142 457
is_linear=0
shrinkage=0.0024518


Tree=1819
num_leaves=23
num_cat=0
split_feature=1 3 12 3 1 47 14 12 15 52 151 13 49 3 39 15 52 0 47 51 1 52
split_gain=160.176 35.7006 19.369 12.0413 10.3351 9.10743 6.28377 5.18452 4.78108 4.33688 4.06308 3.48656 3.40174 2.73453 6.85915 2.6708 2.00611 2.21945 1.39324 1.32316 1.61899 0.768842
threshold=0.10752500000000002 -0.058704999999999993 0.054520000000000006 0.30835000000000007 0.10141500000000002 0.078345000000000012 0.076175000000000007 0.093270000000000006 -0.097269999999999981 -0.092059999999999989 -0.088054999999999981 -0.057284999999999996 0.079765000000000016 0.084735000000000019 0.081875000000000017 -0.081479999999999983 -0.08743999999999999 -0.059914999999999989 0.079855000000000023 0.030935000000000004 0.084330000000000016 0.016565000000000003
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 8 4 5 9 11 7 10 -2 -1 -4 -3 16 14 -11 -14 -9 21 19 20 -12 -18
right_child=1 3 6 -5 -6 -7 -8 12 -10 13 18 -13 15 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0036767738889772776 0.0022031765038498597 0.0017781666431608278 0.0031418249828899757 0.00052868212843086874 0.0020081312972628283 0.0024840486819161607 0.0044476287708303686 0.0038562168600231347 0.0031654839492593801 0.0038332632547643073 0.0036525633325962229 0.00098988796032045061 0.0034213032781103196 0.0024865054509418797 0.0025944655884104421 0.002665530326120697 0.0033089363739128657 0.0028936577618999702 0.0040357012143286339 0.0033884692107197458 0.0039502054742671985 0.0036021448798959862
leaf_weight=69 53 60 92 95 68 58 53 69 93 53 614 94 52 62 65 75 108 53 78 95 151 137
leaf_count=69 53 60 92 95 68 58 53 69 93 53 614 94 52 62 65 75 108 53 78 95 151 137
internal_value=0 0.00177778 0.00346642 0.00128378 0.00289062 0.00162202 0.00358214 0.00355203 0.00281634 0.00313151 0.00365534 0.00129719 0.00333656 0.00292234 0.00315111 0.0029752 0.00346154 0.00337006 0.00370568 0.00367571 0.00371135 0.00347301
internal_weight=0 453 1894 307 317 212 1577 1524 146 249 1030 154 494 180 118 127 367 298 938 860 765 245
internal_count=2347 453 1894 307 317 212 1577 1524 146 249 1030 154 494 180 118 127 367 298 938 860 765 245
is_linear=0
shrinkage=0.00255085


Tree=1820
num_leaves=21
num_cat=0
split_feature=3 3 43 15 16 2 43 2 52 52 52 15 3 1429 3 484 49 133 52 52
split_gain=165.644 31.6907 43.3017 30.9947 18.7916 17.0077 11.8303 9.57942 6.61492 5.74751 8.07044 4.69197 4.61336 3.10635 4.62511 1.83114 1.72894 1.30363 1.2115 1.19098
threshold=-0.058704999999999993 0.30112000000000005 -0.033174999999999989 -0.24042999999999998 -0.50790499999999994 0.11197500000000002 -0.097279999999999991 0.095935000000000006 -0.082554999999999976 -0.11333999999999998 0.0029250000000000005 -0.094124999999999986 0.091170000000000015 0.084770000000000012 -0.11327499999999999 0.056325000000000007 0.091235000000000011 -0.14801499999999998 0.10671500000000002 -0.015069999999999998
decision_type=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 -1 -5 8 -2 13 -4 16 -11 -8 -10 14 -6 17 -9 -16 -12 -17
right_child=1 -3 5 4 7 -7 11 9 12 10 18 -13 -14 -15 15 19 -18 -19 -20 -21
leaf_value=0.0089302413942458601 0.0095841353105567909 0.0081140578314199251 0.010968161417550037 0.0094487579259046588 0.011512347506016077 0.0092165550032321589 0.0079768081689452139 0.011098401001799294 0.010474224073709125 0.0095328771331834091 0.010837471026755171 0.0088036030100624076 0.0096382751434573172 0.010425892609190157 0.011142269714297213 0.011471449991737475 0.010528049062539586 0.010847261573452789 0.010373766248557981 0.010994219985917323
leaf_weight=52 65 102 82 57 79 90 79 78 92 64 53 76 63 67 100 52 52 851 93 80
leaf_count=52 65 102 82 57 79 90 79 78 92 64 53 76 63 67 100 52 52 851 93 80
internal_value=0 0.00932163 0.00954677 0.010724 0.0107814 0.0100911 0.00873755 0.0108298 0.0104231 0.0104779 0.0102348 0.00838237 0.0101346 0.0109271 0.010956 0.0109154 0.0108705 0.0108783 0.0105423 0.0111824
internal_weight=0 649 547 1678 1626 327 220 1569 237 340 210 155 155 1229 1162 1083 130 951 146 132
internal_count=2327 649 547 1678 1626 327 220 1569 237 340 210 155 155 1229 1162 1083 130 951 146 132
is_linear=0
shrinkage=0.00235659


Tree=1821
num_leaves=27
num_cat=0
split_feature=1 4 3 12 1 15 4 12 15 1 4 4 3 3 1 3 16 15 2 42 13 2 4 133 12 3
split_gain=113.373 19.5204 17.3323 12.91 8.21817 7.45494 6.09498 5.11835 4.70222 3.68731 3.52977 3.50876 3.71277 2.93182 1.81433 2.71243 1.71179 2.49511 1.89482 1.59753 1.21408 1.1906 0.994914 0.990484 0.732235 0.702419
threshold=0.10752500000000002 0.41181500000000004 -0.046329999999999989 0.077755000000000005 0.10141500000000002 -0.42759999999999992 0.018150000000000003 0.09141500000000001 -0.077559999999999976 0.11706000000000001 0.59999500000000017 0.053455000000000009 -0.13795999999999997 0.085315000000000016 0.089910000000000004 -0.13088999999999998 -0.073494999999999991 -0.075694999999999985 0.084145000000000011 0.088345000000000021 -0.088589999999999988 0.090675000000000019 -0.080584999999999976 -0.056924999999999996 0.097240000000000007 -0.080734999999999987
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=3 2 9 4 6 10 13 14 -4 -2 -3 12 -9 -1 15 -5 22 -18 -19 20 23 -22 -14 -17 -24 -21
right_child=1 5 8 7 -6 -7 -8 11 -10 -11 -12 -13 16 -15 -16 19 17 18 -20 25 21 -23 24 -25 -26 -27
leaf_value=0.0034796049641368648 0.003481238500921479 0.0020088265179349545 0.0012289201114359422 0.0039491730427753721 0.0019738233193217123 0.0005611593401333736 0.0023316513254331207 0.0038362294804980125 0.0021198030031081309 0.0025617054624299889 0.001141984875386255 0.0026955189981878289 0.0035926523707758159 0.0028371280946111956 0.0030543674041791169 0.0034702532500352195 0.0034857123218162644 0.0032984857589131791 0.0027837075190185931 0.0030227623040793117 0.0034721686436181274 0.003851089254336134 0.002985722821256951 0.0029822038057340798 0.003395792398906753 0.0033811923993352574
leaf_weight=102 53 60 71 64 68 72 71 53 78 57 58 101 62 80 80 52 59 60 185 85 467 60 56 55 57 61
leaf_count=102 53 60 71 64 68 72 71 53 78 57 58 101 62 80 80 52 59 60 185 85 467 60 56 55 57 61
internal_value=0 0.00180501 0.00225174 0.003204 0.00274685 0.0011959 0.00295451 0.00329824 0.00169547 0.003005 0.00158298 0.00312451 0.0032059 0.00319734 0.00341722 0.00345158 0.0031361 0.00302173 0.00290988 0.00341072 0.00346549 0.00351536 0.00333462 0.00321964 0.00319281 0.0031727
internal_weight=0 449 259 1878 321 190 253 1557 149 110 118 633 532 182 924 844 479 304 245 780 634 527 175 107 113 146
internal_count=2327 449 259 1878 321 190 253 1557 149 110 118 633 532 182 924 844 479 304 245 780 634 527 175 107 113 146
is_linear=0
shrinkage=0.00250084


Tree=1822
num_leaves=22
num_cat=0
split_feature=4 151 160 0 4 42 42 1 133 160 133 133 1 133 3 43 42 42 1 0 133
split_gain=4.49589 2.85164 2.10671 2.28005 2.75168 3.91286 8.41055 2.7071 1.8236 1.42791 1.38342 1.34935 1.33163 1.2011 1.49794 1.22705 1.10641 1.7626 1.08641 0.743573 0.707021
threshold=0.36766000000000004 0.015440000000000001 0.091625000000000026 -0.069074999999999984 -0.16772499999999999 0.090115000000000015 -0.034284999999999989 0.079865000000000019 0.11370000000000001 -0.067104999999999984 0.090665000000000009 0.089135000000000006 0.084795000000000023 -0.14816999999999997 0.11372500000000001 0.26667500000000005 0.11497500000000001 -0.013204999999999998 0.12765500000000005 -0.083264999999999992 0.087035000000000015
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 2 3 8 7 6 -6 -5 10 -2 13 -7 20 15 -15 -1 17 -10 -11 -12 -4
right_child=9 -3 12 4 5 11 -8 -9 16 18 19 -13 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0040119308783660183 0.0019015081600671814 0.00046981577436028342 0.0032549942149164243 0.00076570950089860433 0.0020009525067862478 0.0028530587227748156 -0.0030133568029052284 0.0034024530237224994 0.0018919591262489988 0.0010083428061026648 0.0042816418754905855 0.00091996272220888468 0.0044925048541810146 0.0023099847680552801 0.00067308005211373244 0.0022887520346888857 0.0025441626602123167 -0.00034622003299427675 -0.0005108025529540766 0.0027055850188060539 0.0018181507371345775
leaf_weight=74 73 88 79 54 65 76 57 103 76 93 53 58 52 895 54 77 57 55 79 57 52
leaf_count=74 73 88 79 54 65 76 57 103 76 93 53 58 52 895 54 77 57 55 79 57 52
internal_value=0 0.00214994 0.00222403 0.00212541 0.00150266 0.00089294 -0.000340965 0.0024962 0.00230931 0.000784623 0.00244509 0.0020171 0.00319947 0.00234291 0.00221695 0.0031339 0.00143492 0.000951489 0.000310004 0.00346588 0.00268542
internal_weight=0 2082 1994 1811 413 256 122 157 1398 245 1210 134 183 1100 949 151 188 131 172 110 131
internal_count=2327 2082 1994 1811 413 256 122 157 1398 245 1210 134 183 1100 949 151 188 131 172 110 131
is_linear=0
shrinkage=0.00952868


Tree=1823
num_leaves=20
num_cat=0
split_feature=1 12 1 39 14 12 0 15 47 12 13 1 15 42 1 15 15 16 16
split_gain=242.488 40.048 34.9073 28.9712 16.1935 11.6303 13.0285 14.5798 9.61176 8.22891 10.7989 6.59698 3.98778 3.68797 2.01938 1.94429 1.82595 1.48912 1.39653
threshold=0.10574000000000001 0.085090000000000013 0.12500000000000003 0.081875000000000017 0.062655000000000016 0.11721500000000001 -0.10147999999999999 -0.10981499999999998 0.098400000000000015 0.09141500000000001 0.043640000000000005 0.12048000000000002 -0.063199999999999992 0.088200000000000014 0.11249000000000002 -0.032264999999999995 -0.075694999999999985 -0.4058199999999999 -0.078074999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 12 4 5 6 7 -1 11 10 13 14 -3 -8 -2 16 -11 -13 -17
right_child=1 2 -4 -5 -6 -7 9 -9 -10 15 -12 17 -14 -15 -16 18 -18 -19 -20
leaf_value=0.0041438492852819021 0.0011474048575408451 0.0031041203509099427 0.00095352952388761878 0.0024481275480281728 0.0051419194783750097 0.0027189978886922239 0.0042790859990410254 0.0025901080458604702 0.0022170087201146718 0.0036999573039096238 0.0029873288225909264 0.00032637217866336385 0.0040352686490849029 0.0038631111454173863 0.0017811928766650019 0.0040751971531532739 0.0031511057418450329 0.00088431262820604279 0.003707558624110526
leaf_weight=68 78 79 52 99 68 60 671 103 56 103 54 64 52 186 61 103 70 66 234
leaf_count=68 78 79 52 99 68 60 671 103 56 103 54 64 52 186 61 103 70 66 234
internal_value=0 0.00178424 0.00275792 0.00381755 0.00389636 0.00384507 0.0038875 0.00320813 0.0012359 0.00396923 0.00411765 0.00103155 0.00347395 0.00418884 0.00142574 0.00370406 0.00347804 0.000609848 0.00382001
internal_weight=0 508 183 1819 1720 1652 1592 171 325 1421 911 269 131 857 139 510 173 130 337
internal_count=2327 508 183 1819 1720 1652 1592 171 325 1421 911 269 131 857 139 510 173 130 337
is_linear=0
shrinkage=0.00260187


Tree=1824
num_leaves=22
num_cat=0
split_feature=1 52 147 14 50 1 0 43 4 42 4 51 0 52 3 133 3 3 1455 133 0
split_gain=91.357 15.4027 11.1092 10.4619 9.52574 10.6236 8.44478 4.88101 4.35094 5.37324 4.3468 6.44364 9.26663 5.80584 3.36326 3.11929 2.70299 1.85789 1.52287 1.23213 0.722079
threshold=0.10752500000000002 -0.24526499999999998 0.087210000000000024 0.076975000000000002 0.11219500000000002 0.12394500000000001 -0.076209999999999986 -0.082094999999999987 -0.42305999999999994 0.082755000000000009 0.032965000000000001 -0.085574999999999984 -0.11208499999999998 0.0029250000000000005 -0.025669999999999995 0.085785000000000014 -0.073444999999999983 -0.013119999999999998 -1.0000000180025095e-35 0.093255000000000018 -0.095264999999999989
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=2 -2 3 6 5 14 10 15 -9 -10 11 -1 -13 16 -3 -8 -12 -7 -14 -11 -19
right_child=1 4 -4 -5 -6 17 7 8 9 19 13 12 18 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.0034943844941049506 0.0027269703344642961 0.0020764420762061937 0.0017871193607354489 0.0037183452369762668 0.0022685330054129618 0.0011554330907152834 0.0017425441013117972 0.0030384437432149814 0.0019829141807990421 0.0030127286097321408 0.0025384661685418281 0.0020154528566712852 0.0032732040073461333 0.0030260876722266999 0.0013711682160600614 0.0025067868566921404 0.0017820782986853613 0.00081474724387406265 0.0028852293701123683 0.0025660584727628341 0.0004339483129845078
leaf_weight=98 55 65 68 66 58 56 73 102 92 53 54 72 64 74 99 54 56 57 836 116 59
leaf_count=98 55 65 68 66 58 56 73 102 92 53 54 72 64 74 99 54 56 57 836 116 59
internal_value=0 0.00153491 0.00274199 0.00277785 0.00136844 0.00121299 0.00274224 0.00247426 0.00261643 0.00245141 0.00284694 0.00290577 0.0028464 0.00250465 0.00165085 0.0020677 0.00215363 0.000795344 0.00291285 0.00270629 0.000621286
internal_weight=0 449 1878 1810 394 336 1744 490 363 261 1254 1070 972 184 164 127 110 172 900 169 116
internal_count=2327 449 1878 1810 394 336 1744 490 363 261 1254 1070 972 184 164 127 110 172 900 169 116
is_linear=0
shrinkage=0.00240373


Tree=1825
num_leaves=20
num_cat=0
split_feature=2 1 52 3 132 3 2 2 1 47 1375 2 16 1 3 42 1447 1446 16
split_gain=4.64887 2.19823 2.92603 2.79069 1.51175 3.27547 2.18449 1.97097 2.99587 1.93082 1.20194 1.17435 3.53113 1.85366 1.16705 1.01947 0.947412 1.54203 0.722478
threshold=0.14578500000000003 0.090485000000000024 0.12431000000000002 0.09037000000000002 0.078205000000000011 -0.14070999999999997 -0.0091949999999999983 0.08647500000000001 0.10548500000000001 0.089640000000000011 0.081895000000000009 0.082295000000000021 -0.0094449999999999968 0.078015000000000015 -0.070649999999999977 0.086700000000000013 -0.086059999999999984 0.08376500000000002 -0.083879999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 5 -3 -7 9 -9 -8 11 12 18 16 -4 -2 -13 -18 -1
right_child=15 2 14 -5 -6 6 7 8 -10 -11 -12 13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0026313650815839341 -0.00067990080474327819 0.0029901353061009099 0.0018490570942173354 0.00011032945430431356 -0.00018956365615408166 -0.00023196547761848737 0.0027343133470788599 -0.0008738738908010841 0.0014960063382461624 0.00092447283243524852 0.0032061577206913914 0.0032479751717458881 0.0046314954311502546 0.00059575002597432602 0.0035093355607535379 0.00099131185234112773 0.002114493006432832 0.00071209170058446466 0.0014252342941367942
leaf_weight=78 62 83 65 53 52 80 113 61 128 77 82 52 55 69 67 52 979 65 77
leaf_count=78 62 83 65 53 52 80 113 61 128 77 82 52 55 69 67 52 979 65 77
internal_value=0 0.00190488 0.00150635 0.00209643 0.00124261 0.00138019 0.00108886 0.00136791 0.000730627 0.00200135 0.00216861 0.00210666 0.00271386 0.00199713 0.00269249 8.15824e-05 0.00208527 0.00202727 0.0020328
internal_weight=0 2236 726 1510 594 542 459 379 189 190 1457 1375 210 1165 132 114 1096 1044 155
internal_count=2350 2236 726 1510 594 542 459 379 189 190 1457 1375 210 1165 132 114 1096 1044 155
is_linear=0
shrinkage=0.00880303


Tree=1826
num_leaves=23
num_cat=0
split_feature=3 10 150 16 123 3 0 0 3 160 0 16 42 3 160 49 50 50 475 0 16 42
split_gain=65.1593 19.553 13.112 6.55172 6.27146 6.67441 6.06446 4.74115 6.25952 5.87308 3.78315 2.70427 2.5646 4.27914 1.80737 1.79203 1.21524 1.16092 1.18288 1.43104 0.812859 0.715835
threshold=-0.064294999999999977 -1.0000000180025095e-35 0.093200000000000019 -0.50690499999999983 0.09338500000000001 0.11535000000000002 -0.18560999999999997 -0.074204999999999979 -0.13088999999999998 -0.077319999999999986 -0.10120999999999998 -0.096494999999999984 -0.025789999999999997 0.0045450000000000013 0.038795000000000003 0.10000000000000002 0.10883000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.023440000000000003 -0.0037949999999999993 0.086125000000000021
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 4 -1 5 6 -3 8 -5 -9 -10 -7 -8 -14 15 16 -12 18 -11 20 -20 -16
right_child=1 2 -4 7 -6 11 12 9 10 17 14 -13 13 -15 21 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0019065752908382597 0.00070282847034095809 0.0030570589797368512 0.00099393490835030375 0.003560705673455605 0.0012589357905605986 0.0012143250463780033 0.0025281387707197667 0.0017405960954318832 0.0021718875336016324 0.0028637600444235923 0.0027975251727533979 0.0020118237661884931 0.0017491639674465458 0.0025543664266184439 0.0032469751901550857 0.0023341194892081427 0.0024834230246178102 0.0029196690111518812 0.0027693531785235154 0.0021074409307068006 0.0024124888931065748 0.0028461683141188898
leaf_weight=68 96 61 82 61 53 52 92 60 70 53 807 55 125 62 65 65 87 57 71 59 97 52
leaf_count=68 96 61 82 61 53 52 92 60 70 53 807 55 125 62 65 65 87 57 71 59 97 52
internal_value=0 0.00174896 0.00192147 0.00266823 0.00207353 0.00217005 0.00234166 0.0027005 0.00277865 0.00246283 0.002737 0.0016245 0.00218516 0.00201627 0.00277374 0.00273768 0.00276699 0.00259134 0.00252441 0.00244506 0.00256347 0.00306907
internal_weight=0 678 582 1672 500 447 340 1604 1207 397 1146 107 279 187 1076 959 894 337 280 227 168 117
internal_count=2350 678 582 1672 500 447 340 1604 1207 397 1146 107 279 187 1076 959 894 337 280 227 168 117
is_linear=0
shrinkage=0.00250084


Tree=1827
num_leaves=15
num_cat=0
split_feature=4 149 12 2 133 13 157 15 0 133 2 4 12 0
split_gain=3.75002 2.91543 2.49377 4.38331 1.62679 1.77486 1.83897 4.22359 2.32566 1.5293 3.50422 0.751848 1.40258 0.598173
threshold=0.51286500000000013 0.080895000000000009 -0.10236499999999998 0.15227000000000004 0.078935000000000019 -0.16392499999999996 -0.06457499999999998 -0.0085199999999999981 -0.18560999999999997 0.087445000000000009 0.088045000000000012 -0.085574999999999984 0.084555000000000005 -0.088269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -8 10 13 -11 -13 -6
right_child=-2 -3 3 -5 9 6 8 -9 -10 11 -12 12 -14 -15
leaf_value=0.0047650126517571906 -0.00011062834562839659 -0.00043223093224880433 7.553630255389893e-05 -0.0010617415459497691 0.00341978528200943 0.0026243439574329943 0.0041458780273641548 -0.0010212103541922695 0.002188686724540697 0.0034945411706665862 0.006248739498714061 0.00093486655748360704 0.0025920419716640762 0.0016913850821179608
leaf_weight=54 96 54 57 53 56 100 89 75 1053 84 52 84 390 53
leaf_count=54 96 54 57 53 56 100 89 75 1053 84 52 84 390 53
internal_value=0 0.00223223 0.00229768 0.00223554 0.00231909 0.00208447 0.00217133 0.00106125 0.00234133 0.00276728 0.00376605 0.00247888 0.00229863 0.00258051
internal_weight=0 2254 2200 2146 2093 1374 1317 175 1142 719 161 558 474 109
internal_count=2350 2254 2200 2146 2093 1374 1317 175 1142 719 161 558 474 109
is_linear=0
shrinkage=0.0116154


Tree=1828
num_leaves=11
num_cat=0
split_feature=9 447 4 12 13 43 16 1374 1447 13
split_gain=3.16309 2.64241 1.65622 2.05977 1.69361 2.8722 1.62596 1.4498 1.28063 1.2192
threshold=-1.0000000180025095e-35 0.08870500000000002 0.25472500000000003 -0.06202499999999999 0.24813000000000004 -0.20207499999999998 -0.44470499999999996 0.086000000000000007 -0.086059999999999984 0.060910000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -5 8 -7 -10
right_child=1 -3 3 6 -6 7 -8 -9 9 -11
leaf_value=-0.00059659948890154974 -0.00042011403508145561 -0.00054762141535695118 0.0021489712590331911 0.0010989875697389145 0.0034264722816183084 0.0030290180834710613 -0.0010040295828432748 0.0035013669158009118 0.0017853870157155376 0.00072967634571450234
leaf_weight=69 63 57 91 92 66 82 68 53 1583 126
leaf_count=69 63 57 91 92 66 82 68 53 1583 126
internal_value=0 0.00164373 0.00169994 0.000909917 0.00180039 0.00174405 0.000204517 0.00181805 0.00176818 0.00170762
internal_weight=0 2281 2224 251 1973 1907 160 1844 1791 1709
internal_count=2350 2281 2224 251 1973 1907 160 1844 1791 1709
is_linear=0
shrinkage=0.0103142


Tree=1829
num_leaves=24
num_cat=0
split_feature=3 3 43 4 4 2 30 16 52 3 12 2 41 52 2 2 158 4 13 402 42 52 13
split_gain=92.6391 30.9423 19.3358 14.8696 9.32585 7.29126 10.5239 3.71606 3.41077 3.933 2.91605 3.888 5.15109 2.43862 2.83834 2.38833 2.32989 2.46976 2.51806 3.8126 1.0496 0.94884 0.884899
threshold=-0.064294999999999977 0.30835000000000007 -0.035884999999999993 0.30163500000000004 0.27161500000000005 0.13290500000000002 1.0000000180025095e-35 -0.013024999999999998 -0.082554999999999976 0.095555000000000015 0.090255000000000016 0.10188000000000001 1.0000000180025095e-35 -0.14488499999999996 0.090000000000000011 0.088005000000000014 0.081640000000000018 -0.0090299999999999981 -0.082264999999999991 0.023625000000000004 -0.079234999999999986 0.016565000000000003 -0.00067499999999999993
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 5 10 8 6 7 -2 -4 15 11 12 13 -1 22 -10 17 18 -12 20 -20 -19 -15
right_child=1 -3 4 -5 -6 -7 -8 -9 9 -11 16 -13 -14 14 -16 -17 -18 21 19 -21 -22 -23 -24
leaf_value=0.0030923654714991667 0.0015769837825434076 0.0004862385403586207 0.002710212472054609 0.0016328270184527505 0.0013966163253028149 0.00073811253826855969 0.00077338879382386836 0.0023541830743954717 0.0027759001852682187 0.0017417640773471253 0.0030612356855599368 0.0021856710312171653 0.0034588806949356582 0.0027730965944737155 0.0022939197470114797 0.0021460251966098267 0.0029736592083252642 0.0021285615695206613 0.0028593533786478924 0.0019758471873079883 0.002560236402590569 0.0024770047349434257 0.0024661322182523101
leaf_weight=88 62 97 91 72 61 67 53 60 53 65 52 57 53 576 77 69 61 92 74 52 297 69 52
leaf_count=88 62 97 91 72 61 67 53 60 53 65 52 57 53 576 77 69 61 92 74 52 297 69 52
internal_value=0 0.00164761 0.00184147 0.00262089 0.00218387 0.00136173 0.00160035 0.00195941 0.00235652 0.00218428 0.00266533 0.00274898 0.0027869 0.00274196 0.00269819 0.00241985 0.00255694 0.00251693 0.00259786 0.00254084 0.00261996 0.00227804 0.00274772
internal_weight=0 678 581 1672 339 242 175 122 278 187 1600 903 846 793 705 122 697 636 475 423 371 161 628
internal_count=2350 678 581 1672 339 242 175 122 278 187 1600 903 846 793 705 122 697 636 475 423 371 161 628
is_linear=0
shrinkage=0.00222067


Tree=1830
num_leaves=20
num_cat=0
split_feature=2 15 11 131 13 42 42 2 2 13 1 159 52 159 2 39 40 52 13
split_gain=3.84427 3.87 4.52573 2.01974 2.35665 2.51695 3.91963 1.89231 1.80859 1.94748 1.71306 2.52645 1.28734 2.5201 1.30669 1.53602 0.889725 1.26281 0.87645
threshold=0.099675000000000014 -0.41971499999999995 0.079915000000000014 0.090855000000000005 -0.10899499999999999 -0.018574999999999998 -0.092104999999999979 0.12665500000000005 -0.021884999999999998 -0.11122999999999998 0.12895500000000001 -0.019465 0.11614000000000001 -0.032739999999999991 0.096685000000000007 1.0000000180025095e-35 -0.0057599999999999986 -0.35673999999999995 -0.076584999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 7 6 -6 -2 -3 -10 11 -7 14 18 15 -11 -13 -18 -14
right_child=3 2 -4 -5 5 10 -8 -9 9 12 -12 16 13 -15 -16 -17 17 -19 -20
leaf_value=-0.0007567700912072422 0.00062883325064607397 0.00017995913747873089 0.0046711451417266554 0.002742537036460511 0.0016989293359873862 -0.00089831873008012965 -0.0019590588251265045 -0.0019642616990038766 0.0036060261238814472 0.0017272619439568462 0.0030484807087584539 0.00028996975759360206 0.0012194164066231207 -0.00033677507910671238 0.0033691501460481545 0.0034718656471467817 0.00077076472622530391 0.0022224194526404709 0.0028891702959055626
leaf_weight=58 59 69 54 53 53 52 63 52 58 1136 52 53 77 81 55 52 92 165 52
leaf_count=58 59 69 54 53 53 52 63 52 58 1136 52 53 77 81 55 52 92 165 52
internal_value=0 0.00175846 0.0018478 0.000881903 0.000727894 0.00100306 -0.000286824 -0.000584997 0.00175124 0.00182292 0.00136473 0.00112257 0.00175167 0.00103263 0.00187307 0.00180371 0.0014619 0.00170317 0.00189332
internal_weight=0 1692 1634 694 641 530 116 111 1580 1511 414 362 1453 210 1243 1188 310 257 129
internal_count=2386 1692 1634 694 641 530 116 111 1580 1511 414 362 1453 210 1243 1188 310 257 129
is_linear=0
shrinkage=0.00991364


Tree=1831
num_leaves=18
num_cat=0
split_feature=4 12 2 457 2 2 4 123 4 13 52 16 43 151 15 43 4
split_gain=140.483 37.9742 25.1257 10.103 9.08696 8.84194 8.19707 8.05809 5.39475 5.19132 3.27994 3.07912 2.3489 2.27485 3.34091 3.1781 1.19727
threshold=0.30163500000000004 -0.016554999999999997 0.14106500000000002 0.069910000000000014 0.14794000000000004 0.089830000000000007 -0.019794999999999997 0.083945000000000006 0.043850000000000007 -0.089899999999999994 -0.034054999999999995 -0.116045 -0.049914999999999994 -0.0060399999999999994 -0.097499999999999989 -0.082354999999999984 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 8 9 -5 -1 -8 11 -2 -10 -3 -11 15 -15 -13 -12
right_child=4 2 -4 5 -6 -7 7 -9 10 12 16 13 -14 14 -16 -17 -18
leaf_value=0.0010280390964504209 0.00059156446307316601 0.0035997930186023137 0.0013237630776876865 0.0029530790726708719 4.0144544852642821e-05 0.001570432088990684 0.002776147938993204 0.0015527361250564943 0.0022522274916228001 0.0010711867573899626 0.003159324660911986 0.0030935709395778538 0.0017223828452604456 0.0037045593745532457 0.0031201333662336699 0.0023814227704436366 0.0027280180182265926
leaf_weight=57 64 87 55 64 55 53 67 68 65 60 73 112 83 65 1203 61 94
leaf_count=57 64 87 55 64 55 53 67 68 65 60 73 112 83 65 1203 61 94
internal_value=0 0.00288525 0.00299069 0.00303952 0.000944188 0.00232698 0.00182416 0.00216011 0.00308687 0.00118426 0.00273066 0.00314094 0.00144934 0.00311322 0.00315011 0.00284262 0.00291671
internal_weight=0 2124 1932 1877 262 117 192 135 1760 207 232 1528 143 1441 1268 173 167
internal_count=2386 2124 1932 1877 262 117 192 135 1760 207 232 1528 143 1441 1268 173 167
is_linear=0
shrinkage=0.00250084


Tree=1832
num_leaves=20
num_cat=0
split_feature=15 3 2 12 39 3 12 13 2 15 16 16 42 3 3 39 16 3 2
split_gain=89.9811 41.0755 25.0555 12.7305 12.6179 6.13487 5.85927 4.79897 4.44991 4.21154 4.74856 3.9085 3.77243 2.16054 2.17914 1.89766 1.15923 2.30063 1.2917
threshold=-0.25061999999999995 0.30112000000000005 0.099675000000000014 0.087495000000000003 0.085565000000000016 -0.020854999999999995 -0.094939999999999983 -0.14819499999999997 0.11252000000000002 -1.0000000180025095e-35 0.081265000000000018 0.0063750000000000013 0.11688500000000002 -0.097224999999999992 0.0051600000000000005 0.088025000000000006 0.39524000000000009 -0.082224999999999979 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 5 7 -4 -1 -2 -7 13 11 -11 16 -9 -15 -8 17 -5 -18
right_child=1 -3 3 12 -6 8 15 9 -10 10 -12 -13 -14 14 -16 -17 18 -19 -20
leaf_value=0.00034050273295123119 0.0037350261954475898 0.00071559183178580301 0.0012478492165103191 0.0022179179212825366 0.0020524996818957432 0.0026486870246344302 0.0015149395116233397 0.0023839091575993945 0.0017368382156979379 0.0030983742904642743 0.0037471433772040498 0.0024677691606499398 0.0020389909764355757 0.0029271540605815488 0.0024159025780015088 0.00094749641091908937 0.0026923761119587194 0.0028548446464581215 0.0032365255965099591
leaf_weight=53 53 58 68 54 88 60 90 59 70 701 63 65 52 535 56 59 54 95 53
leaf_count=53 53 58 68 54 88 60 90 59 70 701 63 65 52 535 56 59 54 95 53
internal_value=0 0.00275192 0.00280746 0.00233096 0.00295627 0.00184548 0.00104132 0.00300817 0.00215789 0.00298211 0.0030983 0.0030449 0.00264297 0.00283388 0.00287875 0.00129042 0.00276555 0.00262419 0.00296215
internal_weight=0 2184 2126 506 1620 198 202 1532 130 1479 829 766 308 650 591 149 256 149 107
internal_count=2386 2184 2126 506 1620 198 202 1532 130 1479 829 766 308 650 591 149 256 149 107
is_linear=0
shrinkage=0.0024518


Tree=1833
num_leaves=28
num_cat=0
split_feature=1 3 15 150 15 3 3 1 49 1 4 13 0 1 42 0 42 0 16 43 16 3 16 3 43 42 4
split_gain=194.672 36.6756 25.7544 16.806 10.8111 11.1596 10.7616 8.74004 6.58999 5.96051 5.30148 5.67152 5.15886 4.48813 3.58443 3.54668 3.42499 2.3426 2.10579 1.95667 2.19809 1.9298 1.46546 1.38284 1.28251 1.04024 0.631233
threshold=0.10296000000000001 0.31840500000000005 -0.083359999999999976 0.085075000000000026 0.03981500000000001 -0.12077499999999998 -0.12595999999999999 0.088860000000000008 -0.020999999999999994 0.12072500000000001 -0.35136499999999998 -0.062109999999999992 -0.13314999999999996 1.0000000180025095e-35 0.11387000000000001 0.036480000000000005 0.092715000000000006 -0.085669999999999982 -0.41863499999999992 -0.081919999999999979 -0.0011349999999999999 -0.064674999999999983 0.0063750000000000013 -0.083249999999999977 0.0054600000000000004 0.085790000000000019 -0.07878499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 10 5 15 -6 13 -9 12 -4 -12 -2 16 21 -1 19 -10 -11 23 -21 22 24 -7 25 -8 -26
right_child=1 -3 3 -5 6 7 14 8 17 18 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28
leaf_value=0.0034756276689135541 0.0015541086030840796 -1.1438407873849981e-06 0.0042790580843639963 0.0018483571201467969 0.005464347468967375 0.0040800080855773789 0.0042073225334033669 0.0024827497356584077 0.003343950734064995 0.00087351907626949984 0.0037810004918439185 0.0024886996535452917 0.0026633655567761191 0.0046520775727028037 0.0036535028542678326 0.0024259911291001435 0.0034492369031392197 0.0041554694304490169 0.001627159162993348 0.0040509082449437343 0.003444872272976165 0.0047796439513435362 0.0037463986417651247 0.0045085329586603143 0.0037822581687792034 0.0044970503183561477 0.0041934967547808521
leaf_weight=52 67 62 53 70 57 192 283 52 66 60 60 53 72 93 98 55 89 54 63 164 72 52 55 95 65 168 64
leaf_count=52 67 62 53 70 57 192 283 52 66 60 60 53 72 93 98 55 89 54 63 164 72 52 55 95 65 168 64
internal_value=0 0.00208189 0.00234129 0.00302978 0.00401813 0.00381336 0.0042574 0.00392032 0.00333872 0.001721 0.00352779 0.00317515 0.00212891 0.00406217 0.00416972 0.00293638 0.00397248 0.00370939 0.00125978 0.00406146 0.00386615 0.00424331 0.00419934 0.00422196 0.00424224 0.00431532 0.00398652
internal_weight=0 560 498 236 1826 984 842 877 172 262 166 113 139 705 785 107 612 120 123 523 236 687 635 287 580 451 129
internal_count=2386 560 498 236 1826 984 842 877 172 262 166 113 139 705 785 107 612 120 123 523 236 687 635 287 580 451 129
is_linear=0
shrinkage=0.00287267


Tree=1834
num_leaves=23
num_cat=0
split_feature=1 2 2 12 12 13 16 0 457 0 4 159 1 49 12 4 16 42 51 16 12 4
split_gain=100.519 14.9369 14.328 12.7999 7.07536 5.87341 5.092 5.17364 4.73984 4.58198 5.40758 3.58313 4.39664 2.40921 2.34715 3.06294 2.2747 2.12802 1.84295 1.70908 0.511496 0.209211
threshold=0.10752500000000002 0.12708000000000003 0.099675000000000014 0.085090000000000013 0.087495000000000003 -0.14545999999999995 -0.4058199999999999 -0.067659999999999984 0.086800000000000016 -0.14216999999999999 0.024315000000000003 0.084780000000000008 0.11695500000000002 0.10470500000000001 0.091475000000000015 -0.00076499999999999995 -0.0087049999999999992 -0.027829999999999997 -1.0000000180025095e-35 -0.039889999999999988 0.088365000000000013 -0.0063999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 16 -1 -3 -8 9 -7 14 12 -2 18 15 -11 -4 -16 -6 21 -12 -20
right_child=1 6 4 -5 13 8 7 -9 -10 10 20 -13 -14 -15 17 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0048282021070093781 0.0031521799748231009 0.0011640675454918988 0.0031956481315414671 0.0035542613055842935 0.0041850010765887811 0.0045628943968697901 0.0027472957891492593 0.0015490528715405322 0.0032372466132072667 0.0039910972190805062 0.0031254282432812241 0.0018168187968056015 0.0021298006277417235 0.0031589434066819962 0.0040463650999759543 0.0045812977647229636 0.002489233377521253 0.0036044546755363976 0.0039386848793024646 0.0032068660197560085 0.0035128739477509972 0.0036838143127775023
leaf_weight=54 60 63 74 103 57 85 52 54 72 784 52 60 64 63 131 71 62 212 53 52 53 55
leaf_count=54 60 63 74 103 57 85 52 54 72 784 52 60 64 63 131 71 62 212 53 52 53 55
internal_value=0 0.0024135 0.00382683 0.00278963 0.00338139 0.00394921 0.00177457 0.00213714 0.00391667 0.0039519 0.00391202 0.00236144 0.00262473 0.00362783 0.00396377 0.00404014 0.00287382 0.00377332 0.00376382 0.00361359 0.00332127 0.00380916
internal_weight=0 456 1930 287 416 1514 169 106 1460 1388 1303 184 124 280 1198 855 136 343 217 160 105 108
internal_count=2386 456 1930 287 416 1514 169 106 1460 1388 1303 184 124 280 1198 855 136 343 217 160 105 108
is_linear=0
shrinkage=0.00270699


Tree=1835
num_leaves=19
num_cat=0
split_feature=4 147 4 1446 133 147 401 12 42 0 12 42 3 3 3 4 3 16
split_gain=5.16464 3.11142 2.75575 2.48303 2.00715 1.80199 1.84288 1.70814 2.94607 3.16973 1.84577 1.60633 1.69247 3.44384 1.91327 1.44025 1.421 0.792658
threshold=0.024315000000000003 0.088610000000000008 0.51400500000000016 0.10324000000000001 0.094195000000000015 0.085765000000000022 0.091505000000000017 0.10508500000000001 -0.085849999999999996 -0.067329999999999987 -1.0000000180025095e-35 -0.13662499999999997 -0.097224999999999992 -0.14162499999999997 -0.24154499999999998 -0.21586499999999997 -0.010599999999999998 -0.083479999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 7 6 11 8 -2 10 -10 -1 13 14 -13 -14 -17 -8
right_child=1 -3 -4 -5 -6 -7 17 -9 9 -11 -12 12 15 -15 -16 16 -18 -19
leaf_value=0.0037161228403193806 -0.00010794976286349357 -0.0013920774196365417 -0.00053274610877480379 0.0042900693136743041 0.00016737830401633452 0.003722286283801337 0.0041820917843641081 0.0002021486759541719 0.00045856743627728421 0.0049623459045663324 0.0026328935934561027 0.00073701202487763554 0.0033463609026897628 -0.00054816140262009896 0.0034591545231807816 0.002029012509636165 0.00082137312174855842 0.0024848665478532511
leaf_weight=53 52 53 80 59 91 72 56 56 58 52 171 54 82 92 61 1017 121 68
leaf_count=53 52 53 80 59 91 72 56 56 58 52 171 54 82 92 61 1017 121 68
internal_value=0 0.00104325 0.00127394 0.00216704 0.00157529 0.00209223 0.00201899 0.00190436 0.00219028 0.00261597 0.00208268 0.00191559 0.00184864 0.000968001 0.00218191 0.00199797 0.00190071 0.00325226
internal_weight=0 613 560 1735 480 1676 1604 389 333 281 229 1480 1427 207 115 1220 1138 124
internal_count=2348 613 560 1735 480 1676 1604 389 333 281 229 1480 1427 207 115 1220 1138 124
is_linear=0
shrinkage=0.0105204


Tree=1836
num_leaves=20
num_cat=0
split_feature=4 41 3 13 13 13 16 16 40 51 13 12 3 52 16 1375 48 16 12
split_gain=3.5725 2.81044 2.35705 2.51121 1.7893 2.33759 2.47688 3.15021 1.78562 1.99543 2.65049 2.49607 2.49462 3.90159 1.60953 1.15947 1.60962 0.693703 0.625218
threshold=0.024315000000000003 1.0000000180025095e-35 0.11745500000000002 -0.28558999999999996 0.10809000000000001 -0.0074049999999999993 -0.44470499999999996 0.061395000000000012 -0.079179999999999987 0.10614000000000001 -0.117405 0.092755000000000018 -0.10468499999999999 -0.11333999999999998 -0.077074999999999991 -0.082349999999999993 -1.0000000180025095e-35 -0.12029499999999999 0.086620000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 6 18 14 -1 10 -10 -11 13 -12 -8 -14 -17 -7 -2
right_child=2 -3 3 -5 -6 17 7 -9 9 11 12 -13 15 -15 -16 16 -18 -19 -20
leaf_value=0.0025399137969664841 0.0012018467759571572 0.0033644364854366099 0.00086837285582621986 -0.0018131755733871804 -0.00048601615896224937 0.0014804230843886007 0.00018019080905809617 0.0018229452799051057 -0.0006644042963912547 0.0032580703771705258 0.0016182204121246851 0.00092108026864673594 0.000188389808461419 -0.0013179821596837171 -0.0016911286841589314 0.0028862970204646559 0.0014226326057246289 0.0028107286713824424 0.0024692393689495157
leaf_weight=99 65 57 52 52 57 56 100 64 52 85 70 57 53 65 52 59 1138 62 53
leaf_count=99 65 57 52 52 57 56 100 64 52 85 70 57 53 65 52 59 1138 62 53
internal_value=0 0.00147862 0.000711829 -0.000471515 0.000953794 0.00113557 0.000766236 0.00021643 0.00141451 0.00134389 0.00124731 0.00232063 0.00131915 0.000203811 -0.000459391 0.00143953 0.00149485 0.00218018 0.00177188
internal_weight=0 1735 613 104 509 452 334 216 1678 1579 1437 142 1385 135 152 1250 1197 118 118
internal_count=2348 1735 613 104 509 452 334 216 1678 1579 1437 142 1385 135 152 1250 1197 118 118
is_linear=0
shrinkage=0.00863042


Tree=1837
num_leaves=29
num_cat=0
split_feature=1 155 3 15 15 1 3 3 10 12 1 3 3 12 12 42 43 12 15 12 403 12 15 157 15 12 43 12
split_gain=146.542 44.6423 21.7169 9.53515 7.64708 12.6791 9.4196 8.85428 5.48529 4.60567 2.9671 2.89913 7.49738 2.81517 2.70723 2.24888 1.77352 1.70246 1.61717 1.76339 2.05681 1.52751 1.34873 2.14233 1.13671 0.693598 0.829597 0.677811
threshold=0.10141500000000002 0.10158500000000002 -0.036004999999999988 -0.21242999999999998 0.03981500000000001 0.092655000000000015 -0.12077499999999998 -0.11197999999999998 -0.0091199999999999979 0.092215000000000005 0.11604000000000002 0.31343500000000007 0.09037000000000002 0.10842500000000001 -0.08780499999999998 0.095980000000000024 -0.078139999999999973 0.083785000000000012 0.091230000000000019 0.086505000000000012 -0.085254999999999984 -0.054684999999999991 -0.012569999999999998 -0.077849999999999989 -0.12431499999999999 0.090465000000000004 -0.039409999999999994 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -6 -1 -4 21 -5 12 14 17 -10 16 -11 -8 19 20 -19 -9 24 -24 -23 -20 -27 -21
right_child=1 -3 8 10 6 -7 13 9 11 15 -12 -13 -14 -15 -16 -17 -18 18 25 27 -22 22 23 -25 -26 26 -28 -29
leaf_value=0.0024013820162262734 0.0012556003124012472 0.0039279988220381947 0.00034629752179848769 0.0029629506888340642 0.0046458549990514575 0.002221128188951922 0.0039156974144250074 0.0039388390873037237 0.0014058140771370225 0.003590814710076524 0.0021826690621315225 0.00076078427348638634 0.0019842247400644521 0.0028426981881423128 0.00060304306261831 0.0025470104399401292 0.0029530560021583502 0.0028929543659784369 0.0035346950804063231 0.0036069737448391798 0.003594012215719017 0.0036710741166894518 0.0033007476091377712 0.0040290413043786721 0.0032927349825941543 0.0030167159047090803 0.0033721276128694921 0.0039184007282443249
leaf_weight=77 52 64 56 79 52 93 66 52 58 52 66 63 97 52 66 56 86 53 67 192 75 74 55 66 305 91 109 74
leaf_count=77 52 64 56 79 52 93 66 52 58 52 66 63 97 52 66 56 86 53 67 192 75 74 55 66 305 91 109 74
internal_value=0 0.00179064 0.00153585 0.00225116 0.0033404 0.00316951 0.00352874 0.00327664 0.00112131 0.00336695 0.00260799 0.00127403 0.00142021 0.00345414 0.000978766 0.00300709 0.00319358 0.00349783 0.00345607 0.00356717 0.00330396 0.00349336 0.00344698 0.00369824 0.00336668 0.00329201 0.00321056 0.00369372
internal_weight=0 601 537 197 1747 916 831 823 340 746 145 284 221 779 124 194 138 727 661 394 128 552 500 121 379 267 200 266
internal_count=2348 601 537 197 1747 916 831 823 340 746 145 284 221 779 124 194 138 727 661 394 128 552 500 121 379 267 200 266
is_linear=0
shrinkage=0.00270699


Tree=1838
num_leaves=19
num_cat=0
split_feature=1 52 52 1 12 12 123 15 11 0 0 1 12 1 159 15 52 1
split_gain=189.45 54.9542 21.0033 17.0472 18.6103 11.0229 8.96991 7.04142 4.93132 4.45704 4.82534 5.16804 3.67651 2.89213 2.56172 2.24269 2.03851 1.2721
threshold=0.10141500000000002 -0.41304999999999997 0.12492500000000002 0.13075500000000004 0.089475000000000013 0.11769500000000001 1.0000000180025095e-35 -0.16448999999999997 0.078065000000000009 -0.061994999999999995 -0.13314999999999996 0.084885000000000002 0.090255000000000016 0.10871500000000002 0.081445000000000017 -0.039984999999999993 -0.11044 0.088950000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 13 6 8 -5 9 10 11 -1 17 -3 -15 -14 -11 -12
right_child=1 2 -4 7 -6 -7 -8 -9 -10 16 12 -13 15 14 -16 -17 -18 -19
leaf_value=0.0028949645036819849 0.0029913591098639576 0.00027690784248746392 0.0019898852402691542 -0.00037064200191540638 0.0021409885137794382 0.0016934321747799211 0.0018710842060768399 0.00073286338886941523 0.0035512317431060508 0.0027539777776754652 0.0029870849967682297 0.0018246862974605174 0.002517398329972039 0.0011596466338796795 0.00045783462097286558 0.002865878484389088 0.0021967893238220315 0.0033510702612679433
leaf_weight=56 87 75 86 101 68 54 58 53 59 71 741 53 170 79 52 330 91 64
leaf_count=56 87 75 86 101 68 54 58 53 59 71 741 53 170 79 52 330 91 64
internal_value=0 0.00118917 0.000884079 0.000661823 0.00102866 0.00278513 0.00281993 8.96588e-06 0.00285357 0.00282744 0.00287168 0.00237479 0.00291316 0.000661359 0.000881265 0.00274745 0.00244115 0.00301606
internal_weight=0 601 514 428 274 1747 1693 154 1635 1576 1414 109 1305 206 131 500 162 805
internal_count=2348 601 514 428 274 1747 1693 154 1635 1576 1414 109 1305 206 131 500 162 805
is_linear=0
shrinkage=0.0024518


Tree=1839
num_leaves=27
num_cat=0
split_feature=4 3 15 51 1 133 160 2 15 16 3 42 3 42 1 160 4 43 133 1 2 132 4 3 15 132
split_gain=3.48238 2.04984 2.37654 1.5064 2.72827 1.42843 1.24402 1.131 2.75876 3.86181 1.7834 1.44864 2.85872 1.66587 4.29426 1.29468 1.09696 1.58028 1.09344 1.7001 0.983544 0.635069 0.630031 0.524608 0.329919 0.251783
threshold=0.024315000000000003 0.11745500000000002 -0.040504999999999992 0.10614000000000001 0.081540000000000015 0.10275500000000001 -1.0000000180025095e-35 0.10124000000000001 0.016500000000000004 0.16984500000000002 -0.14162499999999997 -0.0088299999999999993 -0.077229999999999979 0.085545000000000024 0.089710000000000026 -0.080844999999999986 -0.082024999999999987 -0.083154999999999993 -0.078539999999999985 0.11302500000000001 0.13106000000000004 -0.0021499999999999996 -0.081479999999999983 -0.07798999999999999 0.046165000000000005 -0.084829999999999989
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=3 2 5 7 -5 6 23 10 9 -9 -1 12 21 14 15 -13 -15 -18 -8 -20 -3 25 -23 -2 -4 -12
right_child=1 20 24 4 -6 -7 18 8 -10 -11 11 13 -14 16 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0042516950515751198 0.0014788895961511087 -0.001672071138658788 0.0036732846813732167 0.001528281256000092 0.0046767399185835244 -0.00090437973729793318 0.0020040857404106699 -0.0010601285095622464 0.0034276811565588199 0.0023269519490919507 0.0023780239128957641 0.00062383550093927085 0.0050946671764949859 0.00093002025582611836 -0.0016397037995052794 0.0023300430003047935 0.0039475862073633655 0.002101322677526718 -0.00096205623540925728 0.001471805423780055 0.00067729860813409875 0.0022880961982184385 0.00086156729371656955 0.0031269721275064308 0.0023076410277161098 0.0035516987577930335
leaf_weight=56 60 52 52 75 87 53 69 103 65 94 55 97 60 82 66 198 84 354 88 80 52 137 68 54 53 54
leaf_count=56 60 52 52 75 87 53 69 103 65 94 55 97 60 82 66 198 84 354 88 80 52 137 68 54 53 54
internal_value=0 0.00104894 0.00136488 0.00210903 0.00321992 0.000943446 0.00122283 0.00199454 0.00126847 0.000555387 0.00213954 0.00204519 0.00267603 0.00177725 0.00114582 0.00176946 0.00221536 0.0024557 0.000723061 0.000196158 -0.000496146 0.00221346 0.00181554 0.00226069 0.00298519 0.00296066
internal_weight=0 613 509 1735 162 404 351 1573 262 197 1311 1255 374 881 361 295 520 438 237 168 104 314 205 114 105 109
internal_count=2348 613 509 1735 162 404 351 1573 262 197 1311 1255 374 881 361 295 520 438 237 168 104 314 205 114 105 109
is_linear=0
shrinkage=0.0120847


Tree=1840
num_leaves=17
num_cat=0
split_feature=1 1 47 16 124 2 2 2 150 16 43 51 474 13 2 2
split_gain=195.897 35.3252 19.1059 18.1122 11.4744 11.0629 7.48862 5.182 5.2227 5.31165 4.74402 3.63519 3.55687 7.04441 3.87995 2.68077
threshold=0.11869500000000001 0.10312500000000001 0.085505000000000012 0.12292000000000002 -0.082254999999999981 1.0000000180025095e-35 0.14578500000000003 0.12358500000000001 0.088985000000000009 -0.011694999999999999 -0.049364999999999992 0.11178000000000002 0.085295000000000024 -0.080299999999999996 0.088005000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 -1 -3 15 8 11 -10 -7 12 14 -14 -6 -2
right_child=2 3 -4 -5 7 10 -8 -9 9 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0028523450836187205 0.00080762008500608723 0.0033284341146134063 0.0024299375999518947 0.0040326004136145965 0.0042581421422180771 0.0014612748708133143 0.0001008298990561214 0.0031996894969152285 0.0028601683323200983 0.0039974437318630231 0.0024878029600570602 0.0035320565459176683 0.0043126135145114177 0.0031758096676349789 0.003970191954429588 0.0016148588882862385
leaf_weight=65 52 82 81 81 750 52 59 57 54 63 82 89 72 83 597 66
leaf_count=65 52 82 81 81 750 52 59 57 54 63 82 89 72 83 597 66
internal_value=0 0.00381111 0.00136215 0.00296176 0.00394894 0.00256007 0.000873348 0.00398931 0.00401565 0.00347279 0.00208966 0.00405555 0.00408655 0.00370406 0.00413054 0.00125937
internal_weight=0 2127 258 297 1830 216 177 1765 1708 117 134 1591 1502 155 1347 118
internal_count=2385 2127 258 297 1830 216 177 1765 1708 117 134 1591 1502 155 1347 118
is_linear=0
shrinkage=0.00265391


Tree=1841
num_leaves=16
num_cat=0
split_feature=13 13 159 9 39 1429 13 13 475 1456 1456 52 52 43 475
split_gain=1.9913 2.54556 2.97649 2.107 2.09302 1.43899 1.27227 2.78235 1.95118 1.2485 1.66762 0.968375 0.831982 0.93812 0.718426
threshold=-0.10899499999999999 -0.15714499999999998 0.012830000000000003 0.081890000000000004 0.10076500000000001 0.086095000000000019 0.039845000000000012 0.095655000000000018 -0.087159999999999987 -0.11085999999999999 -0.079429999999999987 0.0033500000000000005 -0.068499999999999991 -0.43328499999999998 -0.08230999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 11 -2 -10 -11 -8 -9 -14 -7
right_child=3 -3 -4 -5 -6 14 7 12 9 10 -12 -13 13 -15 -16
leaf_value=0.0026764917552682477 -0.00015350987952995987 -0.0010913004181707666 -0.0004361997940491974 0.0037949042074068343 0.00013901541617152225 0.0038248568095368006 0.00080904296032729105 0.0010409488968075786 0.00043702808095517968 0.003871735891115999 0.0019488540538294542 -0.0011958202989166217 0.0035673434387809276 0.0015928854162957729 0.0021031549305218266
leaf_weight=93 52 62 57 61 87 60 54 74 60 54 1449 57 52 60 53
leaf_count=93 52 62 57 61 87 60 54 74 60 54 1449 57 52 60 53
internal_value=0 0.000736607 0.00149291 0.0018271 0.00177021 0.00184024 0.00177055 0.00112411 0.00188936 0.0019574 0.00201802 -0.000219449 0.00192653 0.00251062 0.00301835
internal_weight=0 212 150 2173 2112 2025 1912 297 1615 1563 1503 111 186 112 113
internal_count=2385 212 150 2173 2112 2025 1912 297 1615 1563 1503 111 186 112 113
is_linear=0
shrinkage=0.0107308


Tree=1842
num_leaves=13
num_cat=0
split_feature=1 41 11 2 150 48 13 3 51 52 52 13
split_gain=3.79688 2.56874 2.59291 2.9624 2.57253 1.67499 1.57221 2.38141 1.4591 1.43696 2.15865 2.46281
threshold=0.12007000000000002 0.077565000000000009 1.0000000180025095e-35 0.10394500000000002 0.12068000000000002 -0.035774999999999994 0.17982000000000001 -0.10175499999999998 0.0089800000000000019 -0.065699999999999981 0.087275000000000005 -0.071244999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -7 -9 -2 11 -11
right_child=9 -3 3 -5 -6 6 -8 8 -10 10 -12 -13
leaf_value=2.0975033507317867e-05 -0.001061124192259592 -0.00012684584154159549 0.0049954522025764019 0.0016167792989122086 0.003763939710107194 -0.00072102519358135226 0.0029401246296214979 0.0016782198267560919 0.00081578163550385745 -2.339537319448984e-06 -0.0010757527827648721 0.0029857586610678097
leaf_weight=84 73 96 53 63 56 53 85 1389 258 62 53 60
leaf_count=84 73 96 53 63 56 53 85 1389 258 62 53 60
internal_value=0 0.00155388 0.00163299 0.00316145 0.00154083 0.00147416 0.00154248 0.00147253 0.00154319 0.000178172 0.000695777 0.0014663
internal_weight=0 2137 2041 116 1925 1869 1785 1700 1647 248 175 122
internal_count=2385 2137 2041 116 1925 1869 1785 1700 1647 248 175 122
is_linear=0
shrinkage=0.0105204


Tree=1843
num_leaves=16
num_cat=0
split_feature=15 123 13 39 14 15 150 15 14 13 48 150 47 15 52
split_gain=176.228 97.984 68.0847 15.8377 13.6342 13.5715 11.6017 11.3635 9.08036 8.89797 7.07098 4.37504 3.55225 6.86637 3.58805
threshold=-0.24269999999999997 1.0000000180025095e-35 -0.16392499999999996 0.089790000000000023 -0.45687499999999998 -0.035449999999999988 0.081245000000000026 0.13393000000000002 0.019675000000000002 -1.0000000180025095e-35 -0.026004999999999997 0.084680000000000019 0.10323000000000002 -0.12431499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 6 12 8 10 -6 -7 -3 13 -4 -14
right_child=1 11 3 -5 9 7 -8 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=0.0015017872362423678 0.00083460836647616249 0.0013257587087861366 0.0037570442973480435 0.0018423200477556837 -0.00048453615074787212 0.0024533231304078884 0.0020598474794050557 0.0021949324731945778 0.004360905986473527 0.00079013116642210029 0.0033642439904435491 0.00046576791945638344 0.003009950527543815 0.0029717107400662798 0.0021823004866911239
leaf_weight=52 81 82 82 56 82 54 89 52 53 55 1083 63 73 372 56
leaf_count=52 81 82 82 56 82 54 89 52 53 55 1083 63 73 372 56
internal_value=0 0.00290035 0.00303806 0.00312865 0.0004329 0.00316627 0.0028853 0.00331828 0.00336734 2.70006e-05 0.003321 0.000952288 0.00301127 0.00311361 0.00265086
internal_weight=0 2196 2051 1970 189 1914 672 1242 1190 137 1137 145 583 454 129
internal_count=2385 2196 2051 1970 189 1914 672 1242 1190 137 1137 145 583 454 129
is_linear=0
shrinkage=0.0024518


Tree=1844
num_leaves=25
num_cat=0
split_feature=3 2 43 3 2 2 16 2 14 3 2 12 3 42 3 12 12 483 51 16 12 43 43 42
split_gain=91.6658 35.5292 30.9044 21.7887 10.8623 9.02568 7.82155 7.05743 6.56948 5.45032 5.21549 5.02213 3.61725 2.78 5.04823 2.56397 2.53712 1.84077 1.58408 1.52298 1.04505 1.9637 1.26238 0.200104
threshold=-0.063814999999999997 0.12665500000000005 -0.049914999999999994 0.11745500000000002 0.11366500000000002 -1.0000000180025095e-35 0.062365000000000011 0.087675000000000017 0.076175000000000007 0.091170000000000015 0.15630500000000003 0.092495000000000008 -0.10468499999999999 0.086635000000000004 -0.080604999999999996 -1.0000000180025095e-35 0.083785000000000012 0.089025000000000007 -0.085604999999999987 0.062910000000000008 0.099815000000000015 -1.0000000180025095e-35 -0.089269999999999988 0.11387000000000001
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=4 2 5 7 8 -2 -6 -4 11 -9 15 12 -1 20 -15 -3 -14 18 -18 23 21 -13 -22 -16
right_child=1 10 3 -5 6 -7 -8 9 -10 -11 -12 13 16 14 19 -17 17 -19 -20 -21 22 -23 -24 -25
leaf_value=0.0025200240262925272 0.00068037842416411088 0.00081774900342561168 0.0034027844183570567 0.0015181205623139519 0.0016105920282559714 0.001784858173500244 0.0028414893541408789 0.0029893170599248498 0.0037338931975765192 0.0020933725926333235 0.00033836971679255141 0.0027294818518255456 0.0034514022198221263 0.001836289843354026 0.002900046727855802 0.0015671192488433579 0.003406113439577375 0.0026224266007644358 0.0029866253790414503 0.0023380201334097209 0.0029730618006284029 0.0033398471410284875 0.0024685082786950743 0.0027002841871110162
leaf_weight=93 76 52 99 89 67 98 54 87 54 72 66 66 73 53 78 54 57 76 734 55 53 58 65 56
leaf_count=93 76 52 99 89 67 98 54 87 54 72 66 66 73 53 78 54 57 76 734 55 53 58 65 56
internal_value=0 0.00181687 0.00212963 0.00254426 0.00285492 0.00130259 0.00216013 0.00289814 0.00290842 0.00258377 0.000869367 0.00287902 0.00297391 0.00267644 0.00249343 0.00119975 0.00301879 0.00298234 0.00301689 0.00267758 0.00285934 0.00301518 0.00269535 0.00281676
internal_weight=0 693 521 347 1692 174 121 258 1571 159 172 1517 1033 484 242 106 940 867 791 189 242 124 118 134
internal_count=2385 693 521 347 1692 174 121 258 1571 159 172 1517 1033 484 242 106 940 867 791 189 242 124 118 134
is_linear=0
shrinkage=0.00240373


Tree=1845
num_leaves=13
num_cat=0
split_feature=3 123 14 11 2 3 14 43 43 2 3 3
split_gain=5.4365 2.61742 2.05249 2.67974 2.52418 2.89259 2.73279 1.76867 2.37582 2.28805 1.4481 1.48662
threshold=0.32329500000000005 0.09394000000000001 -0.10708499999999999 0.093740000000000018 0.098365000000000022 -0.10237999999999998 0.076175000000000007 0.079170000000000018 0.2529050000000001 0.096325000000000008 0.13772500000000001 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 9 -9 -4 11 -7
right_child=-2 -3 3 -5 5 10 -8 8 -10 -11 -12 -13
leaf_value=0.0028227822007609576 -0.0014439837341080012 -0.00070230890842237423 0.0012429952877376453 -0.00074452350209152339 -0.00065478040632290522 0.0010358750792521165 0.003485014427511513 0.0039019049463688382 0.0013800999732765848 0.0030657546294127077 -0.00031870761659221885 0.002630957884045956
leaf_weight=69 62 54 1343 53 95 333 53 52 72 58 53 55
leaf_count=69 62 54 1343 53 95 333 53 52 72 58 53 55
internal_value=0 0.00124994 0.00129713 0.0012485 0.00129852 0.000765779 0.00147941 0.00140965 0.0024384 0.00131852 0.00107201 0.00126223
internal_weight=0 2290 2236 2167 2114 536 1578 1525 124 1401 441 388
internal_count=2352 2290 2236 2167 2114 536 1578 1525 124 1401 441 388
is_linear=0
shrinkage=0.00897909


Tree=1846
num_leaves=13
num_cat=0
split_feature=1 1428 123 4 51 12 1 1 4 1 52 1
split_gain=4.61482 2.03554 1.82032 1.59523 1.46816 1.36894 1.23018 2.21614 1.8178 1.08095 1.66411 1.5201
threshold=0.14123000000000005 0.081935000000000022 0.081990000000000021 0.42098500000000005 0.084400000000000017 -0.089089999999999989 0.11106000000000001 0.10538500000000002 0.094510000000000025 0.10178000000000001 0.26430000000000003 0.073870000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 7 8 -1 10 11 -6
right_child=-2 -3 5 -5 9 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.0016796475455299507 -0.0014614482689323041 0.0033249254639802711 0.0013494450173999403 -0.00034087630632739199 0.0018978668492815604 -0.00073989912675445754 0.0027956669563267054 -0.00057843831213942284 0.00020754166422166969 0.0019076326851168552 -0.001230375213918829 -0.00057250436440533983
leaf_weight=1421 79 65 70 68 85 97 98 65 118 67 67 52
leaf_count=1421 79 65 70 68 85 97 98 65 118 67 67 52
internal_value=0 0.00133758 0.00127902 0.00137256 0.00143167 0.000135146 0.00155568 0.00147984 0.00156686 0.00065241 0.00023956 0.00095932
internal_weight=0 2273 2208 2041 1973 167 1702 1604 1539 271 204 137
internal_count=2352 2273 2208 2041 1973 167 1702 1604 1539 271 204 137
is_linear=0
shrinkage=0.0113877


Tree=1847
num_leaves=27
num_cat=0
split_feature=1 3 4 4 2 3 3 4 2 12 40 12 2 42 51 15 42 12 42 133 16 42 2 1 3 403
split_gain=115.404 24.318 14.4062 12.7856 9.12732 9.08736 12.3876 5.073 3.73135 5.94879 3.67036 3.02111 2.78905 2.56405 4.64638 5.53367 3.41544 1.65434 3.46839 1.90351 1.82475 1.55817 0.995696 0.977305 0.937788 0.477374
threshold=0.10538500000000002 -0.058704999999999993 0.30163500000000004 0.25472500000000003 0.093255000000000018 0.30835000000000007 0.077930000000000013 0.0063250000000000008 0.074875000000000011 0.083325000000000024 -1.0000000180025095e-35 0.11721500000000001 0.083175000000000013 0.077855000000000021 -0.095334999999999989 0.046165000000000005 0.090115000000000015 0.09141500000000001 -0.027829999999999997 0.087575000000000014 -0.0019699999999999995 0.097785000000000025 0.087470000000000006 0.090540000000000023 -0.07793499999999999 -1.0000000180025095e-35
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=3 2 -2 4 8 6 7 -3 9 -1 -6 13 -10 14 -12 -16 -15 19 -19 20 -14 -18 -21 25 -25 -11
right_child=1 5 -4 -5 10 -7 -8 -9 12 23 11 -13 17 16 15 -17 21 18 -20 22 -22 -23 -24 24 -26 -27
leaf_value=0.0018099339928922074 0.0026312883962915879 8.056902438089038e-05 0.0011377122074320472 0.0015329082838262547 0.0017732472522943741 0.00019162794286738092 0.0019231901691656088 0.0010486912465873792 0.0034127123891398267 0.0026844266276442167 0.0029233406235078486 0.001902722240283074 0.0029058140166066098 0.0032872225039030875 0.0018039492928798989 0.0027922000137695305 0.0023070179746468916 0.0029639657886330923 0.0021392215893106291 0.0024270527893350598 0.003332846529951675 0.0028155601947498347 0.0028164778402469193 0.0023965915558113709 0.0027900812715338013 0.0029949251012441175
leaf_weight=54 102 53 67 63 52 90 80 94 58 54 65 52 485 54 108 53 79 69 60 70 73 74 105 84 72 82
leaf_count=54 102 53 67 63 52 90 80 94 58 54 65 52 485 54 108 53 79 69 60 70 73 74 105 84 72 82
internal_value=0 0.00127305 0.00203932 0.00264133 0.00268005 0.000864445 0.00113108 0.000699822 0.00279607 0.00257395 0.00240649 0.00247433 0.00287957 0.00254291 0.00235789 0.00212944 0.00274478 0.00284367 0.00258057 0.00288993 0.00296173 0.00255315 0.00266086 0.00271515 0.00257837 0.00287184
internal_weight=0 486 169 1866 1803 317 227 147 1266 346 537 485 920 433 226 161 207 862 129 733 558 153 175 292 156 136
internal_count=2352 486 169 1866 1803 317 227 147 1266 346 537 485 920 433 226 161 207 862 129 733 558 153 175 292 156 136
is_linear=0
shrinkage=0.00250084


Tree=1848
num_leaves=30
num_cat=0
split_feature=1 3 12 15 1 3 3 12 1 0 11 16 0 13 49 0 16 133 2 42 16 1212 13 16 12 3 12 42 3
split_gain=206.877 40.7026 24.9216 18.125 14.4947 13.8644 15.2205 9.39824 5.1735 6.77435 5.17168 4.42337 4.07313 3.90721 3.76383 4.14091 2.60097 2.33759 1.84538 1.69855 1.87975 1.61157 1.21671 0.906866 0.865667 0.859634 0.757405 0.58872 0.760017
threshold=0.10508500000000001 -0.048154999999999996 0.054520000000000006 -0.12291999999999999 0.092655000000000015 0.31534000000000006 0.077930000000000013 0.09141500000000001 0.081005000000000008 -0.045754999999999997 1.0000000180025095e-35 0.081265000000000018 -0.071719999999999992 -0.011834999999999998 0.082865000000000008 -0.11073999999999999 0.059920000000000008 0.087575000000000014 0.091955000000000023 0.088285000000000016 -0.040484999999999993 0.081560000000000007 -0.065269999999999981 -0.040964999999999994 0.086325000000000013 -0.086524999999999977 0.096700000000000022 0.088655000000000025 -0.086524999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 14 6 13 10 9 16 17 -5 23 -3 15 -1 18 19 -9 21 -21 25 -20 -10 -23 -4 -18 28 -19
right_child=1 5 7 11 -6 -7 -8 8 12 -11 -12 -13 -14 -15 -16 -17 26 27 22 20 -22 24 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0019672472802370116 0.00095470060223878245 0.00075240669294152334 0.0031322196272434979 0.002178199226949222 0.0015648530675725243 -0.0003055600545461447 0.00165498524521624 0.0032754979835618787 0.0028123418019925404 0.001911979825224931 0.0039435034243420434 0.0031030647968093759 0.003802357577503631 -8.0901851875637661e-05 0.0032872051671002994 0.002865132801393873 0.0022979212527412698 0.0031113326705532267 0.0030846049479570084 0.0033120708138528795 0.0027006511928351347 0.0038243975752156284 0.0026996898735550607 0.0032384837784989644 0.0033894059231411263 0.0033626197016610902 0.0027223870601899127 0.0032029112553604365 0.0027583794018143843
leaf_weight=52 55 83 161 62 100 69 103 83 74 53 63 63 53 57 52 77 52 66 80 65 58 57 136 53 57 268 52 59 89
leaf_count=52 55 83 161 62 100 69 103 83 74 53 63 63 53 57 52 77 52 66 80 65 58 57 136 53 57 268 52 59 89
internal_value=0 0.00119984 0.00298774 0.00212835 0.00231463 0.000664077 0.000939514 0.00310752 0.00287684 0.00273753 0.00326307 0.00264454 0.00322961 0.000412944 0.00272872 0.0025034 0.00284604 0.00321432 0.00296269 0.00328635 0.00302397 0.00334574 0.00284237 0.00299039 0.00360713 0.00327621 0.00251041 0.00299004 0.00290884
internal_weight=0 492 1860 180 281 312 243 1579 636 456 943 125 180 140 181 129 403 880 299 666 123 543 216 127 114 429 104 214 155
internal_count=2352 492 1860 180 281 312 243 1579 636 456 943 125 180 140 181 129 403 880 299 666 123 543 216 127 114 429 104 214 155
is_linear=0
shrinkage=0.0024518


Tree=1849
num_leaves=23
num_cat=0
split_feature=2 15 13 52 15 2 13 52 48 160 15 15 160 15 12 13 13 49 12 160 15 15
split_gain=2.64935 3.02522 3.19932 2.34267 2.3902 3.37216 2.05948 1.96433 1.75548 2.6372 1.46703 1.33532 1.27962 4.33151 2.34195 1.33888 1.96307 1.81631 0.865353 0.610148 0.471348 0.42765
threshold=0.099675000000000014 -0.26826999999999995 -0.15010999999999997 -0.41304999999999997 -0.41880499999999993 0.14106500000000002 0.039845000000000012 0.12635000000000005 0.093265000000000015 -0.54119499999999987 -0.069929999999999978 -0.10436999999999999 -0.007559999999999999 -0.008094999999999998 0.084115000000000009 0.014185000000000001 0.066010000000000013 0.091325000000000003 0.094545000000000018 -0.13783499999999996 -0.026169999999999995 -0.10114499999999998
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 -1 -3 18 -5 6 7 10 9 -4 21 -10 13 19 -15 17 -17 -14 -2 -11 -12 -6
right_child=3 2 8 4 5 -7 -8 -9 11 12 20 -13 15 14 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00069595815418870043 0.0025744821825589553 0.0034496926673349975 0.0032968198296315513 0.0017602080290504438 0.00026495617810220703 -0.0014040183619204662 -0.00097818258905014782 0.002178849409703365 0.0011976745421357199 0.0008696269923573408 0.0017107680130417911 -0.00074677126308127218 0.0014197274587563825 -0.0017853250790409343 0.00051197817501238594 0.0035805909622114405 0.0014419648170303952 -0.00023871893179480173 0.0010235662459738731 0.0018571331091635013 0.00062215620200702342 -0.0008366701617911757
leaf_weight=61 55 56 54 83 53 95 64 65 55 71 54 59 787 57 96 55 94 57 62 178 80 61
leaf_count=61 55 56 54 83 53 95 64 65 55 71 54 59 787 57 96 55 94 57 62 178 80 61
internal_value=0 0.00126598 0.00133996 0.000598574 0.000354942 0.000107626 0.000488799 0.000789063 0.00126431 0.00134873 0.000424418 0.000190498 0.00127325 0.000845262 -0.000343253 0.00144642 0.00223203 0.00130761 0.00175345 0.00157594 0.00106157 -0.00032367
internal_weight=0 1680 1619 672 555 472 377 313 1563 1449 248 114 1395 402 153 993 149 844 117 249 134 114
internal_count=2352 1680 1619 672 555 472 377 313 1563 1449 248 114 1395 402 153 993 149 844 117 249 134 114
is_linear=0
shrinkage=0.00897909


Tree=1850
num_leaves=29
num_cat=0
split_feature=1 52 3 1 2 12 49 52 12 12 160 1 2 3 15 3 16 15 3 3 12 132 2 13 160 16 13 3
split_gain=146.373 47.7849 17.4272 13.1683 11.0087 7.18839 7.80159 6.6022 6.12369 4.3398 3.75969 3.43977 2.66376 2.40469 2.97265 1.88961 2.5466 1.39969 2.14928 1.94706 1.69568 1.31341 1.15881 1.10816 0.894718 0.811014 0.781589 0.669454
threshold=0.10335000000000001 -0.41304999999999997 -0.055839999999999994 0.14699000000000004 0.10575500000000002 0.077755000000000005 -1.0000000180025095e-35 0.0060650000000000009 0.11769500000000001 0.086795000000000011 -0.064629999999999979 1.0000000180025095e-35 0.082130000000000022 0.088465000000000002 -0.10364499999999999 -0.085104999999999986 -0.012149999999999999 -0.033689999999999991 -0.11327499999999999 -0.096099999999999977 0.090345000000000023 -0.040939999999999997 0.11715500000000001 -0.015169999999999998 -1.0000000180025095e-35 -0.065999999999999989 -0.087529999999999983 -0.080669999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 7 -3 6 -1 13 9 12 -8 -12 -7 14 -4 16 23 19 -19 -11 27 -20 -15 -14 -22 -17 -23 -21
right_child=1 2 3 -5 -6 8 10 -9 -10 17 11 -13 15 22 -16 25 -18 18 21 20 24 26 -24 -25 -26 -27 -28 -29
leaf_value=0.0015908430099802675 0.0030257435032892558 0.0021971562505159032 0.00071024564181769228 -0.00050708617735191496 0.00085006291758517598 0.0032108978841009412 0.0019023151083468288 0.0014606400654267866 0.0018388431088297509 0.0019511986785275505 0.0022127915489298096 0.0030190666350484838 0.003039707608205443 0.001064946980354139 -4.3988208152247466e-05 0.0027420598927402101 0.0022754258879966079 0.0029772359227272132 0.0027883006820230384 0.0028835362785263594 0.0025695054635027303 0.0022553387691307916 0.00056820422693847235 0.0025824043524338047 0.0022040050288976024 0.0030736038854335531 0.0025116156817951429 0.0024985644102152246
leaf_weight=95 62 69 57 56 66 67 52 57 64 52 53 67 54 53 59 97 100 63 86 52 54 81 52 68 129 75 423 52
leaf_count=95 62 69 57 56 66 67 52 57 64 52 53 67 54 53 59 97 100 63 86 52 54 81 52 68 129 75 423 52
internal_value=0 0.00108125 0.000824138 0.000535217 0.00153876 0.00249078 0.00213364 0.000745267 0.00255362 0.00258509 0.00243329 0.00266317 0.0027745 0.000560646 0.00032641 0.00270023 0.00255559 0.00249703 0.0025613 0.00237316 0.00244953 0.00251685 0.000819181 0.00278502 0.002312 0.00288677 0.00247048 0.00269129
internal_weight=0 531 469 334 135 1784 267 278 1517 1453 172 120 461 221 116 394 222 992 653 339 287 590 105 122 183 172 504 104
internal_count=2315 531 469 334 135 1784 267 278 1517 1453 172 120 461 221 116 394 222 992 653 339 287 590 105 122 183 172 504 104
is_linear=0
shrinkage=0.00235659


Tree=1851
num_leaves=17
num_cat=0
split_feature=1 1 151 14 11 51 1 52 39 1 1 1429 15 159 15 52
split_gain=5.27954 2.06391 2.70269 2.1108 3.22032 1.69021 2.1788 2.28621 1.43793 1.19389 0.958855 0.907492 2.88949 1.27906 1.00713 0.899729
threshold=0.14668500000000004 0.10335000000000001 -0.039414999999999999 0.062655000000000016 0.079300000000000009 0.10387500000000001 0.11706000000000001 -0.080899999999999986 0.08845500000000002 0.11507500000000002 0.13301500000000002 0.083810000000000009 -0.01163 0.0055900000000000004 -0.0059299999999999986 -0.0097699999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 8 6 7 -4 11 -3 -8 13 -13 15 -15 -1
right_child=-2 2 5 -5 -6 -7 10 -9 -10 -11 -12 12 -14 14 -16 -17
leaf_value=0.00070712560255077692 -0.0018661591081714768 0.00012417552612362229 0.0011601959658924675 0.0030538693920029352 -0.001276289070055969 0.0026928646163734385 0.002330227920020946 -0.0014611472099378196 0.0029784110370223143 -0.0019115866590003121 0.00066154688729453911 0.0018466662178137083 -0.0011332822198997393 0.0025967846129668634 0.0010485154193711759 0.0013561498851785659
leaf_weight=298 64 69 67 70 53 53 80 75 53 55 68 74 65 136 67 968
leaf_count=298 64 69 67 70 53 53 80 75 53 55 68 74 65 136 67 968
internal_value=0 0.00113742 0.000526603 0.00129726 0.00122545 0.000998521 0.000688485 -0.000223541 0.00130534 -0.000777896 0.00156428 0.00125013 0.000452373 0.00132554 0.00208632 0.00120346
internal_weight=0 2251 467 1784 1714 343 290 142 1661 124 148 1608 139 1469 203 1266
internal_count=2315 2251 467 1784 1714 343 290 142 1661 124 148 1608 139 1469 203 1266
is_linear=0
shrinkage=0.0103142


Tree=1852
num_leaves=16
num_cat=0
split_feature=3 400 4 16 3 159 159 4 16 4 13 13 3 3 4
split_gain=3.51967 1.54102 1.44124 2.55456 2.22559 1.20307 2.8487 1.53199 1.97119 1.44392 0.780515 0.676829 0.635026 0.921308 0.516609
threshold=0.31370500000000007 1.0000000180025095e-35 0.27161500000000005 -0.11777499999999998 -0.00094999999999999989 0.10314500000000001 0.087735000000000021 0.024315000000000003 0.41484500000000007 0.076415000000000025 -0.070529999999999995 -1.0000000180025095e-35 -0.090624999999999997 -0.010599999999999998 0.06707500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 11 6 7 8 -5 -9 -7 -4 -1 14 -14
right_child=-2 -3 4 5 -6 10 -8 9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0032152901055351622 -0.001366074123088554 0.002913259523659166 0.0017420691409606945 0.00094564963653987085 -0.0012737275673297159 0.0011448531571163195 -0.0015581358636109063 -0.0011094057112203037 0.0027301387172119869 0.0012629287954429081 0.002888449527232868 0.00010445704758815045 0.0020344626584051181 0.0030997270605751938 0.00060101850399881885
leaf_weight=56 79 53 74 1329 86 68 59 83 82 52 61 55 64 52 62
leaf_count=56 79 53 74 1329 86 68 59 83 82 52 61 55 64 52 62
internal_value=0 0.0010311 0.000985346 0.00108017 0.000116826 0.000932287 0.000848786 0.000940718 0.00104944 -0.000194735 0.00197027 0.00104479 0.00217551 0.00184771 0.00133006
internal_weight=0 2236 2183 1968 215 1734 1605 1546 1411 135 129 129 234 178 126
internal_count=2315 2236 2183 1968 215 1734 1605 1546 1411 135 129 129 234 178 126
is_linear=0
shrinkage=0.0111644


Tree=1853
num_leaves=13
num_cat=0
split_feature=1 1348 447 124 2 376 52 160 52 52 3 1
split_gain=3.06793 2.55862 2.59808 1.87105 2.90916 1.69468 1.19164 2.31445 2.05489 1.95044 2.42819 0.731033
threshold=0.14668500000000004 0.084895000000000012 0.083310000000000009 -0.051674999999999992 -0.020134999999999997 0.084545000000000009 0.0085900000000000021 0.051820000000000005 0.088635000000000005 -0.11333999999999998 -0.096749999999999989 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 9 8 -8 11 -11 -6
right_child=-2 -3 -4 4 6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.0011052462594570572 -0.0014967632735051262 -0.0014244990433852751 0.0030411129751026032 0.0031945954247035242 0.00093811617964067594 0.0010869871083239778 0.0017639954122172924 0.0029226427952449823 0.00057283133648400059 -0.00098433785791152855 0.00056563071868942038 0.0019878858025288472
leaf_weight=100 64 54 56 56 237 60 224 69 495 128 671 101
leaf_count=100 64 54 56 56 237 60 224 69 495 128 671 101
internal_value=0 0.000792769 0.000847318 0.000789885 0.000876552 -0.000282471 0.000809061 0.00111747 0.000944084 0.000595218 0.000317188 0.00125213
internal_weight=0 2251 2197 2141 1981 160 1925 788 719 1137 799 338
internal_count=2315 2251 2197 2141 1981 160 1925 788 719 1137 799 338
is_linear=0
shrinkage=0.0103142


Tree=1854
num_leaves=17
num_cat=0
split_feature=15 49 14 123 147 51 49 14 16 39 16 16 132 16 1429 15
split_gain=65.7467 37.1922 14.8653 13.231 8.21745 10.2351 7.13789 3.72619 9.94396 3.44256 4.12726 2.87956 6.17975 3.60763 3.4328 0.770369
threshold=-0.24269999999999997 -0.036809999999999996 0.076175000000000007 0.080635000000000012 0.089810000000000015 0.087505000000000013 0.14541000000000001 -0.42214499999999994 -0.43370499999999995 0.081875000000000017 -0.089604999999999976 -0.073774999999999993 0.083225000000000007 -0.34140499999999996 -0.084934999999999997 -0.074254999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 6 5 9 11 -1 -9 10 -2 13 14 -3 -13 -15
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12 12 -14 15 -16 -17
leaf_value=0.0020574656145197164 0.0023361046488044358 0.0027053083810389105 0.0042174060547073055 0.0018992570871086962 0.0013782780048947206 0.0015989168365283886 0.0022674655065844313 0.001857466342204064 0.00057833203202416585 0.0021497235167857757 0.0031610756133060155 0.0036841525958806903 0.002396166407932014 0.0031449886470052606 0.0030562801129096081 0.0033367908933284096
leaf_weight=56 54 65 64 53 53 67 56 83 57 53 91 52 77 160 781 493
leaf_count=56 54 65 64 53 53 67 56 83 57 53 91 52 77 160 781 493
internal_value=0 0.00296976 0.00310098 0.00305983 0.00222648 0.00239602 0.00309635 0.00154287 0.00133686 0.00266562 0.00285402 0.00312484 0.00303636 0.00323695 0.00309551 0.00328983
internal_weight=0 2119 1801 1737 318 265 1684 196 140 198 145 1628 910 718 833 653
internal_count=2315 2119 1801 1737 318 265 1684 196 140 198 145 1628 910 718 833 653
is_linear=0
shrinkage=0.00235659


Tree=1855
num_leaves=13
num_cat=0
split_feature=4 52 14 15 0 43 4 0 3 3 475 475
split_gain=2.96229 3.96659 2.67364 2.81959 2.44902 2.30434 3.6113 4.36303 4.45674 1.62475 1.61546 0.635019
threshold=0.27161500000000005 0.047850000000000011 -0.41076499999999994 -0.2987999999999999 -0.23029499999999997 -0.50504499999999986 -0.49432999999999994 -0.0042749999999999993 0.10812000000000001 -0.0035149999999999995 -0.085719999999999977 -0.010194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 11 8 9 10 -8 -7
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 -12 -13
leaf_value=0.0032281251069557382 0.0010757804996653468 0.001987559212452287 -0.0033484841365472458 -0.00042432752782572768 -0.0012282107779076452 0.0020552780942356191 0.0024359635363238419 -0.0013788736249789888 -0.0013390925245020684 0.002627340848015699 0.00095316607778860333 0.0037069789433822452
leaf_weight=52 54 69 63 87 54 52 86 91 87 74 1531 52
leaf_count=52 54 69 63 87 54 52 86 91 87 74 1531 52
internal_value=0 -0.000192399 -0.000930289 -0.00165322 0.000972889 0.000914978 0.000973693 0.000867434 0.000982466 0.00110197 0.0010321 0.00288221
internal_weight=0 273 204 150 2079 2027 1973 1869 1778 1691 1617 104
internal_count=2352 273 204 150 2079 2027 1973 1869 1778 1691 1617 104
is_linear=0
shrinkage=0.0105204


Tree=1856
num_leaves=19
num_cat=0
split_feature=2 15 123 2 150 2 14 51 40 15 15 2 16 52 16 16 1447 49
split_gain=48.9518 26.4823 11.8756 9.7034 9.38985 7.22918 3.85928 3.77811 3.16899 2.5408 2.77739 2.48162 2.38326 2.96671 3.39413 2.22801 1.7832 1.37877
threshold=0.12051500000000002 -0.37478999999999996 1.0000000180025095e-35 0.094835000000000017 1.0000000180025095e-35 0.17576500000000003 0.076175000000000007 0.11178000000000002 -0.010334999999999999 -0.025694999999999999 -0.13924999999999996 0.088055000000000008 0.51148500000000008 0.0043000000000000009 0.0045450000000000013 -0.15323999999999996 -0.086059999999999984 0.0062600000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 12 8 7 15 -2 10 -10 -4 13 14 -5 -3 -17 -15
right_child=5 2 11 4 -6 -7 -8 -9 9 -11 -12 -13 -14 17 -16 16 -18 -19
leaf_value=0.0010743795111611437 0.00098575580222913365 0.0023131345648332775 0.0013190709949217883 0.0017001716608996411 0.0013292752002504083 0.0004375624906051823 0.0034537992859199314 0.0020250866455026398 0.0015102391001831537 0.0012358088584331192 0.0023455379935812498 0.0021165346697583978 0.0028663241699134956 0.0024430186812091125 0.0024619154245077383 0.0032084346313689077 0.0027537993024139493 0.0029605269945483844
leaf_weight=85 55 78 52 79 60 52 53 53 54 52 59 59 80 126 87 65 1151 52
leaf_count=85 55 78 52 79 60 52 53 53 54 52 59 59 80 126 87 65 1151 52
internal_value=0 0.0025257 0.00258753 0.00263726 0.00231296 0.00132825 0.00274935 0.00272161 0.00153865 0.00172278 0.00194662 0.0017432 0.00245209 0.00235568 0.00209957 0.00275012 0.00277812 0.00259436
internal_weight=0 2080 1995 1884 484 272 1400 1347 220 165 113 111 424 344 166 1294 1216 178
internal_count=2352 2080 1995 1884 484 272 1400 1347 220 165 113 111 424 344 166 1294 1216 178
is_linear=0
shrinkage=0.00265391


Tree=1857
num_leaves=16
num_cat=0
split_feature=4 15 4 0 0 51 43 16 12 15 0 48 1375 483 159
split_gain=2.35512 3.38581 3.14978 2.45109 1.69626 1.80046 3.32301 2.87314 3.38246 2.02854 2.98495 2.80184 1.15728 1.14385 1.44474
threshold=0.27161500000000005 -0.4680149999999999 0.50373500000000015 -0.12324999999999998 -0.23029499999999997 0.088940000000000005 -0.086304999999999979 -0.040484999999999993 0.083935000000000023 0.12061000000000001 -0.13314999999999996 0.081735000000000016 -0.074434999999999987 -0.094369999999999996 0.088800000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 9 -7 8 -8 10 11 -6 -12 -14 -15
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 12 -13 13 14 -16
leaf_value=0.0023723431669478092 0.0014023768999919478 -0.0010813652710026647 -0.0023679026357747127 0.0013596651410620363 -0.0017136773883341247 -0.0019059723792962601 -0.0017458147659950673 0.0022114906234160254 0.00091198343519981325 0.0022818788517360552 0.0021380169075845019 0.0009579310755665377 0.0019503383869538566 0.00089275358512366939 -8.3356548479406782e-05
leaf_weight=52 84 68 61 60 68 52 58 60 103 75 57 55 71 1299 129
leaf_count=52 84 68 61 60 68 52 58 60 103 75 57 55 71 1299 129
internal_value=0 -6.77705e-05 -0.000721667 6.21335e-05 0.000801574 0.000761231 9.58312e-05 0.000567269 -4.49006e-05 0.000864743 0.000801385 -0.000518292 0.000905764 0.000858845 0.00080451
internal_weight=0 273 189 128 2079 2027 273 221 161 1754 1679 123 1556 1499 1428
internal_count=2352 273 189 128 2079 2027 273 221 161 1754 1679 123 1556 1499 1428
is_linear=0
shrinkage=0.00880303


Tree=1858
num_leaves=13
num_cat=0
split_feature=133 10 49 484 130 11 52 484 484 52 42 0
split_gain=1.98596 4.11305 1.77325 1.66134 2.58643 2.93927 7.63716 1.48175 1.98462 1.68147 1.25244 1.24362
threshold=-0.23232999999999995 -0.089679999999999982 0.15638000000000005 0.087150000000000019 -0.072444999999999982 0.078340000000000007 -0.22711499999999998 -0.084699999999999984 -0.067064999999999986 -0.016219999999999995 -1.0000000180025095e-35 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 7 -7 9 -9 -6 -1 -5
right_child=1 2 -4 11 5 6 -8 8 -10 -11 -12 -13
leaf_value=0.001148010769511452 -0.002116920696373517 0.0024961737534961838 -0.0012007172074162814 0.0026934802563307338 0.00076765546074141345 0.0016670971078742683 -0.0041827378689783474 -0.0010377715909878423 0.00068307640041384034 0.0029821261529585541 0.0031550734212071629 0.00090806247532101297
leaf_weight=99 63 89 56 89 102 55 52 85 1434 69 60 99
leaf_count=99 63 89 56 89 102 55 52 85 1434 69 60 99
internal_value=0 0.000638842 0.000720406 0.000772334 0.000674427 0.000584137 -0.00117472 0.000695565 0.000586704 0.0016619 0.00190613 0.00175391
internal_weight=0 2193 2130 2074 1886 1797 107 1690 1519 171 159 188
internal_count=2352 2193 2130 2074 1886 1797 107 1690 1519 171 159 188
is_linear=0
shrinkage=0.0109455


Tree=1859
num_leaves=24
num_cat=0
split_feature=4 3 3 43 3 52 16 4 3 15 160 52 11 4 3 15 13 43 16 484 4 157 13
split_gain=173.188 53.4844 22.2973 22.4725 9.11701 5.18677 4.3358 4.23979 4.12542 6.26238 3.37384 3.08862 3.27677 4.43089 4.32174 3.07518 2.22854 2.14662 1.83103 1.68097 1.58471 1.12108 0.494371
threshold=0.30163500000000004 -0.06340999999999998 0.25468500000000005 -0.040789999999999993 0.13772500000000001 -0.037619999999999994 -0.44010499999999991 0.053010000000000009 0.10812000000000001 -0.031659999999999994 0.08325500000000001 0.11037500000000001 1.0000000180025095e-35 -0.44205499999999992 -0.11255999999999998 -0.09693499999999998 -0.076494999999999994 -0.049914999999999994 -0.10803999999999998 0.049200000000000008 -0.082249999999999976 -0.082819999999999991 -0.08151499999999999
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=1 7 3 5 6 10 17 11 9 15 -3 12 14 -14 -1 -5 22 -2 -9 20 -16 -21 -13
right_child=4 2 -4 8 -6 -7 -8 18 -10 -11 -12 16 13 -15 19 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0020655896141399256 0.00061301810069616235 0.00062888453883056883 0.00041152297308469279 0.0024547581322509572 -0.00034909275182676888 0.0017915405846534894 0.00026574036568946448 0.0024514962333677288 0.0017991340308891378 0.0028550739287811159 0.0013976795448474412 0.0026726504250269012 0.0025788687073025809 0.0034731724991839928 0.002767973197261069 0.0017323347252852605 0.0021277835724599786 0.0012300639647139107 0.0019857920765832494 0.0026403346228719977 0.0025597422540091482 0.0030629670797551025 0.0023957943372642444
leaf_weight=65 53 58 55 59 58 65 82 93 63 100 55 85 55 55 262 58 100 59 77 53 608 79 55
leaf_count=65 53 58 55 59 58 65 82 93 63 100 55 85 55 55 262 58 100 59 77 53 608 79 55
internal_value=0 0.00237154 0.00174806 0.00190851 0.000423138 0.00129127 0.000654133 0.00257306 0.00230082 0.00244636 0.00100329 0.00261292 0.00265991 0.00302624 0.00262212 0.00209684 0.00238237 0.000938281 0.0022407 0.0026582 0.00262248 0.00289345 0.00256405
internal_weight=0 2100 513 458 252 178 194 1587 280 217 113 1417 1177 110 1067 117 240 112 170 1002 870 132 140
internal_count=2352 2100 513 458 252 178 194 1587 280 217 113 1417 1177 110 1067 117 240 112 170 1002 870 132 140
is_linear=0
shrinkage=0.00222067


Tree=1860
num_leaves=15
num_cat=0
split_feature=48 51 3 4 130 3 52 13 3 12 124 48 13 3
split_gain=3.73329 3.00925 2.81046 2.52983 2.38358 2.02716 2.0211 2.0115 3.48982 4.5323 2.22186 1.21383 1.51259 0.201462
threshold=-0.015314999999999997 0.11178000000000002 0.08734500000000002 -0.17689999999999997 -0.077479999999999979 -0.049204999999999992 -0.15824499999999997 -0.23438999999999996 -0.010299999999999998 -0.011819999999999999 -0.077709999999999987 0.091220000000000009 -0.10664 -0.081574999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 -3 -2 -6 11 10 -10 12 -9 -13
right_child=1 5 -4 4 7 -7 -8 8 9 -11 -12 13 -14 -15
leaf_value=0.00028832800455528857 0.00095558939762319269 0.00059082746816882471 -0.0032232401903653689 -0.00085746037494711599 0.0028256005716628956 -0.0019811778879754078 0.0036400317778962498 -0.00080831640909132701 -0.00050330606963471035 0.0013863893468187231 -0.0038351320612049801 0.0027838225311133027 0.0011618624670312722 0.0018104846065683101
leaf_weight=83 68 99 52 95 87 76 94 57 60 101 53 63 1313 59
leaf_count=83 68 99 52 95 87 76 94 57 60 101 53 63 1313 59
internal_value=0 0.00096535 -0.00106334 0.00109267 0.000970648 -0.000525435 0.00251401 0.00106758 0.000977852 -0.000436612 -0.00206714 0.00118082 0.0010798 0.00231415
internal_weight=0 2225 135 2050 1888 175 162 1793 1706 214 113 1492 1370 122
internal_count=2360 2225 135 2050 1888 175 162 1793 1706 214 113 1492 1370 122
is_linear=0
shrinkage=0.0118477


Tree=1861
num_leaves=23
num_cat=0
split_feature=1 3 3 1 1 39 12 3 3 1 12 13 13 157 1 16 401 3 3 1446 1 13
split_gain=145.107 38.8869 11.509 9.88228 9.46295 7.18531 8.0437 4.84098 6.5113 4.46488 4.89776 4.7309 3.93103 3.23511 2.36688 2.21326 2.15724 2.09044 1.5554 1.22841 0.980461 0.422665
threshold=0.10141500000000002 -0.049204999999999992 0.091170000000000015 0.14641500000000005 0.12180500000000001 0.081875000000000017 0.091475000000000015 0.077930000000000013 0.30835000000000007 0.086920000000000011 0.086885000000000004 -0.10278499999999999 -0.011494999999999998 -0.0074399999999999996 0.073870000000000005 0.5136400000000001 0.082755000000000009 -0.10919499999999999 -0.099169999999999994 0.083715000000000026 0.090670000000000014 -0.08176499999999999
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 4 5 7 15 6 9 12 -9 11 -11 -1 -3 -8 19 18 17 -15 -2 -13 -19 -12
right_child=1 3 -4 -5 -6 -7 13 8 -10 10 21 14 -14 16 -16 -17 -18 20 -20 -21 -22 -23
leaf_value=0.0046873182006049608 0.0028312247074992712 0.0019078335292178009 0.0027599971947209561 0.00070306964068933206 0.0021449373514060639 0.0029804448599196529 0.002910171988800489 0.0026176167516019288 0.0015349655435752834 0.0029625626707834485 0.0040182638945616056 0.003825227364962143 0.001086862045000905 0.0041137312255378564 0.0042862143955937609 0.0037886265214963064 0.003095647112412133 0.0036393015873391059 0.003424034540632784 0.0041466271370980863 0.003329266606620264 0.003689972601493756
leaf_weight=56 54 90 85 55 57 81 53 94 59 65 53 624 66 53 101 52 55 307 64 91 88 57
leaf_count=56 54 90 85 55 57 81 53 94 59 65 53 624 66 53 101 52 55 307 64 91 88 57
internal_value=0 0.00221698 0.00367704 0.0017001 0.00304571 0.00372331 0.00376083 0.00187747 0.0022003 0.00389275 0.00351953 0.00396762 0.00156067 0.00351237 0.00391819 0.00334757 0.00357577 0.00363465 0.00315298 0.00386617 0.0035703 0.0038484
internal_weight=0 591 1769 364 227 1684 1603 309 153 1047 175 872 156 556 816 170 503 448 118 715 395 110
internal_count=2360 591 1769 364 227 1684 1603 309 153 1047 175 872 156 556 816 170 503 448 118 715 395 110
is_linear=0
shrinkage=0.00255085


Tree=1862
num_leaves=23
num_cat=0
split_feature=4 12 2 2 2 4 14 12 4 12 41 48 16 401 4 16 1212 43 2 4 160 42
split_gain=111.582 39.7287 19.4788 18.8584 13.1901 13.1808 6.47129 8.1024 5.6588 4.93602 4.2543 4.22521 3.32145 1.92353 1.93641 1.73573 1.59552 1.95879 1.62031 1.06983 0.863261 0.732482
threshold=0.30163500000000004 0.077755000000000005 0.10859000000000001 -0.0091949999999999983 0.12399000000000002 -0.030434999999999993 -0.41790499999999997 -0.083994999999999986 -0.00013999999999999996 0.091475000000000015 1.0000000180025095e-35 0.085700000000000012 -0.53870999999999991 0.082755000000000009 0.053255000000000004 -0.083104999999999984 0.085870000000000016 -0.0015099999999999998 0.085075000000000026 -0.035694999999999991 0.10446500000000002 -0.084304999999999991
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 2 3 -1 9 -5 -2 -8 -7 10 16 -4 -9 14 15 -11 17 20 -19 -17 -3 -18
right_child=6 4 11 5 -6 8 7 12 -10 13 -12 -13 -14 -15 -16 19 21 18 -20 -21 -22 -23
leaf_value=0.0010064471838699936 0.001615397779719388 0.0029090612997692993 0.0006138860913717304 0.0032886338717742795 0.0015339576726592905 0.0014574857631684418 -0.00010434931101943019 0.0014611679884844542 0.0024615401494420008 0.0030521704909429194 0.0035865251489579334 0.0015022965854480878 0.00070161957063737807 0.0021886504210040913 0.0023350053307374997 0.0025905202709061771 0.002859629226149464 0.0029113695409987189 0.0023746114649534212 0.0028766590641416314 0.0025794615056966099 0.0032245987781028182
leaf_weight=58 57 548 55 93 52 52 57 55 97 83 52 78 94 56 91 321 53 53 97 107 54 97
leaf_count=58 57 548 55 93 52 52 57 55 97 83 52 78 94 56 91 321 53 53 97 107 54 97
internal_value=0 0.00257827 0.00191651 0.00226285 0.00275046 0.00256386 0.000883926 0.000681401 0.00211131 0.00278968 0.00290262 0.00113511 0.000982166 0.0026259 0.00266653 0.00272552 0.00286316 0.00281672 0.00256444 0.00266212 0.00287954 0.00309582
internal_weight=0 2097 433 300 1664 242 263 206 149 1612 954 133 149 658 602 511 902 752 150 428 602 150
internal_count=2360 2097 433 300 1664 242 263 206 149 1612 954 133 149 658 602 511 902 752 150 428 602 150
is_linear=0
shrinkage=0.0024518


Tree=1863
num_leaves=15
num_cat=0
split_feature=3 148 15 49 130 1212 0 159 159 49 48 1212 0 43
split_gain=3.5439 3.23237 5.93595 2.53002 1.32526 1.15171 2.21766 1.66309 1.80656 1.31571 1.79727 1.22447 1.18033 0.423618
threshold=0.31370500000000007 -0.043434999999999994 -0.015069999999999998 -0.15378499999999998 -0.077479999999999979 0.037395000000000005 -0.085719999999999977 0.082200000000000009 0.09678500000000001 0.14255500000000002 0.10713500000000002 0.092815000000000022 -0.065794999999999979 -0.0077799999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 7 -7 9 -9 10 -6 -8 -10 -13
right_child=-2 3 -4 4 5 6 11 8 12 -11 -12 13 -14 -15
leaf_value=0.0014643268267455014 -0.0011283596019859799 0.0031005366898230954 -0.0029687662721093982 -9.5222658029234567e-05 0.00082185048140293233 0.0029323116348998765 0.00016787762234642958 0.00285427317188285 0.00059483747896059923 -0.00046003558330570021 0.0024444282631023943 0.0023296138377572359 0.0022930148474210928 0.0011193797516500144
leaf_weight=58 76 53 52 97 1368 82 81 80 120 68 65 53 54 53
leaf_count=58 76 53 52 97 1368 82 81 80 120 68 65 53 54 53
internal_value=0 0.000962629 -0.000630392 0.00104328 0.000991825 0.00104397 0.00162509 0.000954842 0.0016683 0.000834042 0.000895521 0.00105133 0.00112244 0.00172546
internal_weight=0 2284 110 2174 2121 2024 269 1755 254 1501 1433 187 174 106
internal_count=2360 2284 110 2174 2121 2024 269 1755 254 1501 1433 187 174 106
is_linear=0
shrinkage=0.00952868


Tree=1864
num_leaves=22
num_cat=0
split_feature=1 3 1 0 1 52 4 15 47 4 0 15 4 4 481 1211 3 158 3 15 13
split_gain=123.709 21.1431 17.0977 12.4147 8.91384 7.69626 6.80712 5.60978 5.11383 4.78786 4.44491 7.99235 3.33165 4.11725 2.46891 2.19958 2.28364 1.28878 0.670497 0.637988 0.208429
threshold=0.109225 -0.055389999999999988 0.092810000000000017 -0.14454499999999995 0.14699000000000004 -0.092059999999999989 0.26900000000000007 0.076335000000000014 0.09717000000000002 0.49433000000000005 -0.14216999999999999 -1.0000000180025095e-35 0.005935000000000001 -0.0023899999999999993 -0.074219999999999994 0.077345000000000011 -0.12595999999999999 0.07968500000000002 -0.085684999999999997 -0.05332499999999999 -0.05176999999999999
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=2 6 10 -4 8 -5 -2 -7 9 -3 11 -1 13 14 18 16 -16 19 -12 20 -14
right_child=1 4 3 5 -6 7 -8 -9 -10 -11 12 -13 17 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0028536604911329443 0.0026660785884305596 0.00066297481586620422 0.001605261498427196 0.0032341780389116867 0.00014223367957150556 0.0019829401486293865 0.0015249831103867468 0.0028645066470570648 0.0019185242460520418 0.0014692322525070951 0.0034992391894901418 0.0041305052408854128 0.0028055269987727212 0.003471161815143055 0.0024115391663528172 0.0032641375608662847 0.002912961477909524 0.0030032450915502855 0.0031165107256854755 0.002373616741236892 0.0025791402207124125
leaf_weight=64 80 94 90 92 55 102 52 76 52 84 55 55 52 103 59 101 857 56 60 64 57
leaf_count=64 80 94 90 92 55 102 52 76 52 84 55 55 52 103 59 101 857 56 60 64 57
internal_value=0 0.00140537 0.00287726 0.00239461 0.00102947 0.00265763 0.00221675 0.00235949 0.00124153 0.0010436 0.00298701 0.00344402 0.00294984 0.00300039 0.00295753 0.0029188 0.00288069 0.00267716 0.00329978 0.00257146 0.00268738
internal_weight=0 417 1943 360 285 270 132 178 230 178 1583 119 1464 1235 1132 1017 916 229 115 173 109
internal_count=2360 417 1943 360 285 270 132 178 230 178 1583 119 1464 1235 1132 1017 916 229 115 173 109
is_linear=0
shrinkage=0.0024518


Tree=1865
num_leaves=22
num_cat=0
split_feature=1 13 160 51 0 1 0 3 150 3 16 48 0 43 402 16 16 2 2 51 3
split_gain=3.78982 2.79759 2.7986 3.21618 1.57207 3.03379 1.56492 2.97271 1.8589 2.65181 1.81632 1.42082 2.52272 1.05317 1.06475 1.37483 2.17961 1.18408 0.583632 0.627104 0.678088
threshold=0.092860000000000012 0.11251500000000002 0.085330000000000003 0.087425000000000017 0.10396000000000001 0.13730000000000001 -0.11208499999999998 0.081640000000000004 0.083205000000000015 -0.12595999999999999 -0.26987499999999992 -0.065224999999999991 -0.14712999999999996 -0.082354999999999984 0.11174500000000002 0.0060650000000000009 -0.015379999999999998 0.095935000000000006 0.099145000000000025 -0.011859999999999997 -0.090164999999999981
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=6 2 3 4 5 11 7 10 9 -8 -1 -2 -13 18 15 16 -15 -17 19 -11 -21
right_child=1 -3 -4 -5 -6 -7 8 -9 -10 13 -12 12 -14 14 -16 17 -18 -19 -20 20 -22
leaf_value=0.0018399329672364587 0.0018737433970161246 -0.0015402298749388017 -0.0010762123631911512 0.0025383434686633323 -0.0010762748700391305 0.0028214807791614943 -0.00093836555563086915 0.00029877783900822625 0.0024757301534361182 0.002342083124744254 0.0043583992692077097 -0.0016113845202753983 0.00058989549295807714 0.00110199460775912 -0.00020905738423820735 -0.00075110153436894797 0.0029156159045420982 0.00094487139046545751 0.0025479451720843917 0.0017959360803472418 0.00068858984095947521
leaf_weight=56 55 65 84 94 53 59 61 55 101 62 57 64 255 611 66 65 73 107 59 103 116
leaf_count=56 55 65 84 94 53 59 61 55 101 62 57 64 255 611 66 65 73 107 59 103 116
internal_value=0 0.000422163 0.000614425 0.000859458 0.000534517 0.000731926 0.00128548 0.00219113 0.00117856 0.00107945 0.00311125 0.000402007 0.000147928 0.00117707 0.00100286 0.00109643 0.00129571 0.000303336 0.00164916 0.00146007 0.00120988
internal_weight=0 729 664 580 486 433 1592 168 1424 1323 113 374 319 1262 922 856 684 172 340 281 219
internal_count=2321 729 664 580 486 433 1592 168 1424 1323 113 374 319 1262 922 856 684 172 340 281 219
is_linear=0
shrinkage=0.00991364


Tree=1866
num_leaves=26
num_cat=0
split_feature=4 3 2 376 3 13 14 2 15 13 15 12 2 16 52 3 160 4 16 2 484 13 4 4 52
split_gain=235.908 60.3889 31.951 18.7648 11.7528 11.4946 9.94057 7.04985 6.95416 6.11876 5.38499 4.30967 3.98864 3.21868 5.36252 2.58545 2.41334 2.3221 1.61405 1.3247 1.16029 1.27964 1.38076 0.641651 0.425536
threshold=0.30163500000000004 -0.058704999999999993 0.10774000000000002 0.048375000000000008 0.13772500000000001 -0.24588999999999997 0.076175000000000007 0.096425000000000025 -0.029334999999999996 -0.004004999999999999 -1.0000000180025095e-35 0.09141500000000001 0.12708000000000003 0.055635000000000011 0.024560000000000002 -0.080049999999999996 -0.057984999999999988 -0.080584999999999976 -0.48186499999999993 0.10859000000000001 0.088970000000000007 0.0019650000000000002 0.0034000000000000007 0.0015850000000000003 0.13066000000000003
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=1 6 3 9 12 -4 7 11 -7 -3 -11 20 18 14 -9 19 -13 -18 -2 -15 21 22 -1 -19 -16
right_child=4 2 5 -5 -6 8 -8 13 -10 10 -12 16 -14 15 24 -17 17 23 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0038995085211462493 0.0016811911488563533 0.0029186019798165298 0.00088067080135806873 0.0019701098605010036 -7.9608281588186065e-05 0.0029199485464941237 0.0047590457730945423 0.0025206532996144186 0.0016561376506774631 0.0033893058845023672 0.0043040680504934552 0.0031567232759940065 0.00069408931938394795 0.004113319813341826 0.0035989602910677285 0.0031718871662611884 0.0039924747157957415 0.0035866800411477255 0.0011241459827663479 0.0035556165164477619 0.0041582223966369408 0.0034929662083229467 0.0035413939704275711 0.0032693834329449189 0.0032788829265611289
leaf_weight=637 80 78 53 62 53 52 53 59 53 97 65 77 59 52 55 55 85 176 52 53 74 63 74 52 52
leaf_count=637 80 78 53 62 53 52 53 59 53 97 65 77 59 52 55 55 85 176 52 53 74 63 74 52 52
internal_value=0 0.00349006 0.00270602 0.00317352 0.000941431 0.00181228 0.00371309 0.00367762 0.00228227 0.00348429 0.0037565 0.00376227 0.00122489 0.0033561 0.00311576 0.00360529 0.00354813 0.00364433 0.00146195 0.00383206 0.00386072 0.00383225 0.00386227 0.00351443 0.00344365
internal_weight=0 2077 460 302 244 158 1617 1564 105 240 162 1238 191 326 166 160 390 313 132 105 848 774 711 228 107
internal_count=2321 2077 460 302 244 158 1617 1564 105 240 162 1238 191 326 166 160 390 313 132 105 848 774 711 228 107
is_linear=0
shrinkage=0.0024518


Tree=1867
num_leaves=11
num_cat=0
split_feature=3 1375 3 1420 151 4 484 151 16 16
split_gain=3.79663 2.24575 2.57388 1.5329 1.39181 1.7263 1.31811 2.2358 1.27676 1.21999
threshold=0.30835000000000007 -0.097394999999999982 0.12745000000000004 -0.080064999999999983 -0.149085 0.27287000000000006 0.087150000000000019 -0.087374999999999994 -0.004174999999999999 -0.44010499999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 -8 -7
right_child=-2 2 -4 4 5 9 8 -9 -10 -11
leaf_value=-0.00091265043251435114 -0.0010315500597107489 0.0029077003604463521 0.00337938800246348 0.0025547220815542418 -0.00079252076410934926 0.00085076176125303935 0.0030240522529045564 0.0011573350243550705 0.00095727315112129801 -0.00084682980273414533
leaf_weight=54 87 52 57 69 65 103 76 1623 55 80
leaf_count=54 87 52 57 69 65 103 76 1623 55 80
internal_value=0 0.00116399 0.00121548 0.00115733 0.00111333 0.00106359 0.00115966 0.00108219 0.00215716 0.000108044
internal_weight=0 2234 2180 2123 2071 2002 1819 1688 131 183
internal_count=2321 2234 2180 2123 2071 2002 1819 1688 131 183
is_linear=0
shrinkage=0.0103142


Tree=1868
num_leaves=15
num_cat=0
split_feature=14 2 15 2 15 15 14 4 0 4 156 4 157 0
split_gain=3.29715 2.19689 2.34705 1.67925 2.30847 3.10335 1.6039 1.37157 2.69493 2.76422 0.984235 0.848086 0.669641 0.492135
threshold=-0.31455999999999995 0.15518000000000001 -0.42075999999999997 0.10836000000000003 -0.029334999999999996 0.10712000000000001 0.076175000000000007 -0.34140499999999996 -0.076539999999999983 -0.078524999999999998 0.090170000000000014 0.27552000000000004 -0.00078499999999999989 -0.068214999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 11 -6 7 12 10 -10 -9 13 -4 -5
right_child=1 -3 3 4 5 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.001141404173459462 -0.00089152497587602266 0.0025804199227022367 0.002532892719649329 0.00167799081041096 -0.0018206824414137843 0.00074656222611245676 0.0022563387699357494 0.0010473920255594069 -0.0015083607039066865 0.00051856476172156007 -6.2585066704127666e-05 -5.6562258739991805e-05 0.0012128999001147476 0.0006204562530462217
leaf_weight=68 63 54 53 84 75 71 69 1237 67 235 65 53 69 58
leaf_count=68 63 54 53 84 75 71 69 1237 67 235 65 53 69 58
internal_value=0 0.000825492 0.000782354 0.000831768 0.000265087 -0.000571584 0.000939369 0.000886666 0.00081812 6.85714e-05 0.000991906 0.000891999 0.00178711 0.0012467
internal_weight=0 2253 2199 2136 341 146 1795 1726 1604 302 1302 195 122 142
internal_count=2321 2253 2199 2136 341 146 1795 1726 1604 302 1302 195 122 142
is_linear=0
shrinkage=0.00880303


Tree=1869
num_leaves=10
num_cat=0
split_feature=10 2 4 484 160 151 2 2 133
split_gain=2.31866 1.76413 2.61542 1.48882 1.20473 1.45686 1.06488 1.09027 0.565838
threshold=0.058500000000000003 -0.013254999999999998 0.51136500000000018 0.10282500000000001 -0.53327999999999987 0.009020000000000002 0.14983000000000005 0.13538500000000001 0.085520000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -5
right_child=-2 2 -4 8 5 -7 -8 -9 -10
leaf_value=0.0025225493341319303 -0.0013583079987559501 -0.00063477839070422799 -0.0013405913236546804 0.002872477617068994 0.00089366897731970826 -0.00048982002335566535 0.0023511808179045618 -0.00065316669612530329 0.0012911382391573784
leaf_weight=69 57 67 65 53 1756 92 56 54 52
leaf_count=69 57 67 65 53 1756 92 56 54 52
internal_value=0 0.000832324 0.00077914 0.00084388 0.000779188 0.00082763 0.000892646 0.000847457 0.00209043
internal_weight=0 2264 2195 2130 2025 1958 1866 1810 105
internal_count=2321 2264 2195 2130 2025 1958 1866 1810 105
is_linear=0
shrinkage=0.0107308


Tree=1870
num_leaves=15
num_cat=0
split_feature=4 12 13 4 157 12 51 13 151 160 4 4 484 160
split_gain=3.10994 1.88498 2.23788 2.10821 2.80871 2.18556 1.77965 2.35755 1.62773 1.2441 1.2285 1.09314 0.648626 0.642473
threshold=-0.51003499999999991 -0.10853999999999998 -0.16392499999999996 -0.047309999999999998 -0.10151999999999999 0.11999500000000002 0.077225000000000016 -1.0000000180025095e-35 0.086470000000000005 -0.082244999999999985 -0.13833499999999996 -0.008114999999999999 -0.081684999999999994 -0.51927999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 8 9 -8 11 13 -11 -6 -12 -4
right_child=1 2 3 4 5 -7 7 -9 -10 10 12 -13 -14 -15
leaf_value=0.0030752164318205012 0.0021393064267511263 -0.0010650811653280837 0.0010142935596330204 -0.0019024508705220722 -0.00010095460095111413 0.0023749627904246671 0.00088347997415168798 0.0037609478057618537 -0.0012249844242608117 -0.00047407406997525476 -0.00030426598352397381 0.0006465659847019608 0.00089534097523061491 0.0026252950885433473
leaf_weight=55 81 89 52 58 296 58 71 53 68 92 52 699 596 54
leaf_count=55 81 89 52 58 296 58 71 53 68 92 52 699 596 54
internal_value=0 0.000593156 0.000537147 0.000603554 0.000310393 0.000424983 0.000959766 0.00211425 0.000318483 0.000790421 0.000640495 0.000424077 0.000798906 0.00183603
internal_weight=0 2319 2238 2149 1179 1121 970 124 1063 846 740 995 648 106
internal_count=2374 2319 2238 2149 1179 1121 970 124 1063 846 740 995 648 106
is_linear=0
shrinkage=0.0103142


Tree=1871
num_leaves=12
num_cat=0
split_feature=4 43 13 12 10 160 0 160 41 12 15
split_gain=2.3119 1.81803 3.82375 2.18681 2.74789 1.40442 2.38755 2.05528 1.39422 1.1466 0.752564
threshold=-0.49269499999999994 -0.23596999999999999 0.10637500000000001 -0.11875499999999999 -0.011559999999999999 0.11405000000000001 -0.082284999999999983 0.098085000000000019 0.075585000000000013 0.082780000000000006 -0.035449999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 10 3 -3 -5 7 -7 8 -6 -1 -2
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=0.0010342559032691108 0.0029188490179289806 0.0025705442165663713 -0.0023026497522768519 -0.0020693962303575467 0.00047579650314824172 -0.0024709179868526937 0.001015168325687443 0.0028696059980378211 0.0020092558502762797 0.0034221133884949307 0.0011112987186400085
leaf_weight=53 54 69 66 56 1703 54 52 53 84 56 74
leaf_count=53 54 69 66 56 1703 54 52 53 84 56 74
internal_value=0 0.000529907 0.000449292 0.000537053 0.000466906 0.000539956 -0.000759593 0.000614889 0.000547948 0.00226218 0.00187483
internal_weight=0 2265 2137 2071 2002 1946 106 1840 1787 109 128
internal_count=2374 2265 2137 2071 2002 1946 106 1840 1787 109 128
is_linear=0
shrinkage=0.0116154


Tree=1872
num_leaves=11
num_cat=0
split_feature=1375 2 4 14 447 151 43 457 13 11
split_gain=2.65672 1.67916 2.33255 1.53002 1.46404 2.05374 2.96152 1.40462 1.38302 1.11417
threshold=-0.14438999999999999 -0.007134999999999999 -0.50775499999999985 -0.10708499999999999 0.085445000000000007 -0.086944999999999981 -0.080554999999999974 0.0033050000000000002 -0.009329999999999998 0.077290000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 5 6 -5 9 -2 -7
right_child=1 2 3 4 -6 7 -8 -9 -10 -11
leaf_value=-0.00184074767321775 0.00038046412854852502 0.0027588608911279641 0.0019336278682356265 0.00048465974247066207 0.0019518506898984957 0.00039749204939430852 -0.0028010639628989666 0.0021748494055670864 -0.0017795691613402441 0.001569491229650548
leaf_weight=56 73 56 87 76 75 1677 54 57 64 99
leaf_count=56 73 56 87 76 75 1677 54 57 64 99
internal_value=0 0.000524194 0.000596607 0.000539572 0.000480005 0.000423712 -0.000879298 0.000516186 -0.000627766 0.000462888
internal_weight=0 2318 2181 2125 2038 1963 130 1833 137 1776
internal_count=2374 2318 2181 2125 2038 1963 130 1833 137 1776
is_linear=0
shrinkage=0.0107308


Tree=1873
num_leaves=22
num_cat=0
split_feature=3 15 16 10 3 3 0 15 16 15 15 16 15 3 0 16 49 3 40 403 483
split_gain=50.1477 14.1056 10.4686 10.2448 8.46479 6.03944 5.66269 9.51266 4.68613 3.8102 3.14207 2.77837 2.45437 1.75488 4.05969 1.49742 1.44708 2.06814 1.32411 0.677514 0.642299
threshold=-0.064294999999999977 -0.37478999999999996 -0.50690499999999983 -1.0000000180025095e-35 0.11535000000000002 -0.0035149999999999995 -0.071104999999999988 -0.080074999999999993 -0.061784999999999993 -0.043644999999999996 1.0000000180025095e-35 -0.38959499999999997 -1.0000000180025095e-35 -0.12595999999999999 -0.10120999999999998 0.41484500000000007 0.093600000000000017 -0.081084999999999977 -0.0057599999999999986 0.23343000000000003 0.085765000000000022
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=2 11 -1 -3 5 8 13 -8 -5 -6 15 -2 -7 -4 -15 -9 19 -18 -10 20 -16
right_child=1 3 6 4 9 12 7 10 18 -11 -12 -13 -14 14 16 -17 17 -19 -20 -21 -22
leaf_value=0.0014723389622948188 0.001145014254824801 0.00086500202527048885 0.0029591857136709175 0.0023285772056158829 0.001739730314324118 0.0021925247386733794 0.0011718988315743103 0.0019068459955008412 0.0017407743674006969 0.00080476781823140631 0.002743068731305079 0.00036355318338181193 0.0028225147568358543 0.0018616660603758394 0.0026487334655570941 0.0023884487636422363 0.0026223230984572183 0.0019226706466759485 0.001178804739341152 0.0023560598607326143 0.0024421240286838113
leaf_weight=72 76 71 73 71 67 92 53 82 61 53 101 52 78 57 858 96 62 54 54 71 120
leaf_count=72 76 71 73 71 67 92 53 82 61 53 101 52 78 57 858 96 62 54 54 71 120
internal_value=0 0.0016057 0.00244415 0.00178769 0.00192526 0.00212683 0.00248714 0.00218342 0.0018023 0.00132702 0.00237548 0.000827763 0.00248174 0.00256499 0.00254142 0.00216674 0.00257465 0.00229686 0.00147713 0.00260534 0.00262341
internal_weight=0 675 1699 547 476 356 1627 332 186 120 279 128 170 1295 1222 178 1165 116 115 1049 978
internal_count=2374 675 1699 547 476 356 1627 332 186 120 279 128 170 1295 1222 178 1165 116 115 1049 978
is_linear=0
shrinkage=0.00260187


Tree=1874
num_leaves=25
num_cat=0
split_feature=1 1 12 4 14 3 0 10 1 4 0 124 0 4 4 0 4 12 3 15 15 157 43 0
split_gain=129.042 19.4271 13.7187 10.1599 7.09313 7.08551 6.52359 5.64936 5.44546 4.70517 4.09762 3.59044 3.51946 5.74149 3.41568 3.12146 1.53286 2.81697 1.33308 1.20212 1.19835 1.1399 0.980944 0.544847
threshold=0.10312500000000001 0.12500000000000003 0.087245000000000003 0.043850000000000007 0.062655000000000016 0.0025650000000000004 -0.11208499999999998 -1.0000000180025095e-35 0.082265000000000019 0.50569000000000008 -0.10566999999999999 -0.082254999999999981 -0.079249999999999987 -0.44205499999999992 0.0049200000000000008 -0.061994999999999995 -0.008114999999999999 0.087805000000000008 -0.073444999999999983 0.085465000000000013 -0.089484999999999995 -0.0056149999999999993 0.0054600000000000004 -0.085154999999999995
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 5 4 6 11 -1 -3 10 -9 -5 -2 16 -14 -4 19 21 20 -12 -15 -18 23 -23 -8
right_child=1 7 14 8 -6 -7 12 9 -10 -11 18 -13 13 15 -16 -17 17 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0019422923879953834 0.0011443360126507393 -0.00028606999868758214 0.0027634675812170189 0.0030126249661443557 0.0036554921131895846 0.0016638928825072226 0.0023719683344779986 0.0012117801847343311 0.0013893180727272915 0.00023924573051870002 0.0023653511301703969 0.00011757827082274283 0.0032382095536033825 0.0023340370475907249 0.0018580467385902867 0.0020383724076252947 0.0030318457560464156 0.0027183387176789994 0.0018050212053477017 0.0027096216478985457 0.0035816792222069776 0.0029177456027709653 0.0025844193496385964 0.0027695923538981486
leaf_weight=73 52 52 61 58 69 99 56 83 52 70 79 52 90 93 67 99 52 90 56 228 76 535 79 53
leaf_count=73 52 52 61 58 69 99 56 83 52 70 79 52 90 93 67 99 52 90 56 228 76 535 79 53
internal_value=0 0.00116791 0.00158164 0.00270773 0.0027883 0.00113499 0.00274902 0.000499753 0.00218371 0.000767022 0.00239759 0.000631241 0.00278958 0.00260429 0.00228977 0.00246837 0.00288998 0.00309437 0.00213314 0.0026009 0.00335854 0.00282831 0.00287491 0.00256558
internal_weight=0 536 331 1838 1593 203 1524 205 245 153 193 104 1451 510 128 420 941 218 135 321 128 723 614 109
internal_count=2374 536 331 1838 1593 203 1524 205 245 153 193 104 1451 510 128 420 941 218 135 321 128 723 614 109
is_linear=0
shrinkage=0.00276112


Tree=1875
num_leaves=19
num_cat=0
split_feature=1 1 39 1 12 12 3 47 4 50 51 3 13 49 3 12 133 39
split_gain=124.599 26.5946 14.5776 12.4424 11.1401 7.27724 7.64009 6.60612 4.98752 3.70212 5.68289 3.6825 2.74067 2.637 2.02284 1.9651 1.48639 0.449146
threshold=0.10752500000000002 0.12419000000000001 0.081875000000000017 0.093595000000000025 0.085090000000000013 0.11930500000000001 0.10323000000000002 0.11402500000000002 0.24099500000000004 0.041865000000000006 0.081440000000000026 -0.093979999999999994 -0.0034149999999999996 -0.0086549999999999978 0.30112000000000005 0.088335000000000011 0.087645000000000015 0.093755000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 13 6 8 14 9 10 15 -11 -12 -2 17 -1 -13 -3
right_child=1 7 3 -5 -6 -7 -8 -9 -10 11 12 16 -14 -15 -16 -17 -18 -19
leaf_value=0.0029981424610115632 0.0011224410364987654 0.00088659104864935803 0.0027725744937320729 0.0011886662957173275 0.0025571465714349421 0.002012481042179293 0.0020355147569987059 0.0015104519057945712 0.0021825464072783044 0.0037189626889315361 0.0027069660568171767 0.0031546201077002089 0.0019310463726059735 0.0017807302136748414 0.00016989007219497422 0.002798768707763476 0.0027963685919341328 0.00056839529713015552
leaf_weight=600 61 52 55 60 97 61 63 52 56 53 53 194 53 84 59 559 105 52
leaf_count=600 61 52 55 60 97 61 63 52 56 53 53 194 53 84 59 559 105 52
internal_value=0 0.00137959 0.0027768 0.00194641 0.00192622 0.00282993 0.00285864 0.000764201 0.00288962 0.00291409 0.00285319 0.00313287 0.00231925 0.00150397 0.000525976 0.002902 0.0030289 0.00072774
internal_weight=0 457 1912 115 242 1797 1736 215 1673 1617 1265 352 106 145 163 1159 299 104
internal_count=2369 457 1912 115 242 1797 1736 215 1673 1617 1265 352 106 145 163 1159 299 104
is_linear=0
shrinkage=0.00240373


Tree=1876
num_leaves=15
num_cat=0
split_feature=1 1 14 4 40 48 40 475 157 157 0 4 2 4
split_gain=88.4054 18.2478 6.4351 6.27828 4.92623 4.18684 4.08161 3.52109 3.8381 6.79631 4.20131 2.70227 2.55178 1.08094
threshold=0.12419000000000001 0.10574000000000001 0.054835000000000009 -0.010419999999999997 -0.076644999999999977 0.082225000000000006 -0.026419999999999996 -0.10137499999999998 -0.085709999999999995 -0.080299999999999996 -0.066849999999999979 0.50373500000000015 0.11252000000000002 -0.012224999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 12 -2 -6 13 -10 -11 -8 -5 -9
right_child=6 3 -4 5 7 -7 11 8 9 10 -12 -13 -14 -15
leaf_value=0.001868913603122432 0.00019721061899747829 0.002434599494356128 0.0033955642202104508 0.0021874447664770036 0.0032986881222322514 0.0010145709204063297 0.0012764968605468365 0.0033243637863395866 0.0016847721851956006 0.0026421124556443932 0.0022376232694913852 0.00049296419001440745 0.0014218161197291721 0.0028228948576434327
leaf_weight=70 79 99 73 77 52 62 83 53 65 1243 223 53 55 82
leaf_count=70 79 99 73 77 52 62 83 53 65 1243 223 53 55 82
internal_value=0 0.00250763 0.00260653 0.00187935 0.0025743 0.00159585 0.000687041 0.00260302 0.00258129 0.00254259 0.0025806 0.000971362 0.00186865 0.00301998
internal_weight=0 2154 1861 293 1788 194 215 1718 1666 1531 1466 136 132 135
internal_count=2369 2154 1861 293 1788 194 215 1718 1666 1531 1466 136 132 135
is_linear=0
shrinkage=0.00270699


Tree=1877
num_leaves=19
num_cat=0
split_feature=1 52 1 39 12 1 12 52 150 1 13 2 484 15 51 12 52 12
split_gain=129.923 26.4784 16.9188 13.7005 10.7876 10.6342 8.2963 5.46556 5.21904 12.0369 4.93004 2.83183 2.77418 4.72858 2.99056 2.66422 1.75717 1.71802
threshold=0.10574000000000001 -0.40011499999999994 0.12419000000000001 0.081875000000000017 0.086885000000000004 0.092655000000000015 0.11930500000000001 -0.050359999999999995 0.081245000000000026 0.085425000000000015 -0.0072499999999999995 0.14721500000000001 0.085560000000000011 -0.008094999999999998 0.11024000000000002 0.081420000000000006 -0.043914999999999989 0.083825000000000024
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 6 10 -5 8 -4 12 -10 -3 -9 14 -14 15 16 -1 -17
right_child=1 2 7 5 -6 -7 -8 11 9 -11 -12 -13 13 -15 -16 17 -18 -19
leaf_value=0.0028257144858562615 0.0028827737884106718 0.0014489011266900624 -0.00042769338371205761 0.0025672364955841788 0.0021937691732313641 0.00085102386887541054 0.0017293359631353658 0.00085832414618244586 0.0029822901528696851 0.001476922521814463 0.00052065910188578944 7.7515187241280077e-05 0.0029061749483272198 0.0018554428041374913 0.0023103280508666993 0.0023914734230949626 0.0034540055317500164 0.0028572424916017618
leaf_weight=52 56 85 52 54 81 52 59 99 85 72 83 52 69 58 73 62 91 1134
leaf_count=52 56 85 52 54 81 52 59 99 85 72 83 52 69 58 73 62 91 1134
internal_value=0 0.00112674 0.000909111 0.00267141 0.00138203 0.00172559 0.00272852 0.000328891 0.00276326 0.00229211 0.000990477 0.000589628 0.00281131 0.00242654 0.0028459 0.00287507 0.00322574 0.00283312
internal_weight=0 508 452 1861 249 106 1755 203 1696 157 168 151 1539 127 1412 1339 143 1196
internal_count=2369 508 452 1861 249 106 1755 203 1696 157 168 151 1539 127 1412 1339 143 1196
is_linear=0
shrinkage=0.00270699


Tree=1878
num_leaves=14
num_cat=0
split_feature=48 40 160 4 0 15 0 4 4 51 1 156 12
split_gain=2.74212 2.21808 1.46859 2.21091 2.38267 1.81116 2.09996 2.1745 1.96222 1.90855 1.51667 1.67968 0.93036
threshold=0.13723000000000002 -0.084709999999999994 -0.54638999999999993 -0.17689999999999997 0.024745000000000003 -0.12640499999999996 -0.097074999999999981 -0.031874999999999994 -0.091674999999999993 -0.029924999999999997 0.078340000000000007 0.091015000000000013 -0.073474999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 5 9 7 -7 -8 -5 -4 -12 -11
right_child=-2 2 3 4 -6 6 8 -9 -10 12 11 -13 -14
leaf_value=-0.00065429799447436264 -0.0013857495688559052 -0.00064955184409053201 0.00079643410492405561 9.5662608961520444e-05 -0.00115916038702045 0.0019548071328860002 -0.00084670557430019302 -0.00018680985474151931 0.0012366011970699577 0.0012913400479400718 0.0043458123388320519 0.001809006989121856 0.0027433848804890104
leaf_weight=83 53 52 52 54 53 65 52 272 1286 71 53 64 159
leaf_count=83 53 52 52 54 53 65 52 272 1286 71 53 64 159
internal_value=0 0.00103358 0.00109637 0.00113804 0.00104086 0.00110044 0.000968584 0.000225928 0.00115555 0.00187772 0.00229434 0.00295912 0.00229563
internal_weight=0 2316 2233 2181 2012 1959 1675 337 1338 284 169 117 230
internal_count=2369 2316 2233 2181 2012 1959 1675 337 1338 284 169 117 230
is_linear=0
shrinkage=0.0105204


Tree=1879
num_leaves=21
num_cat=0
split_feature=49 151 12 156 484 484 2 3 12 16 16 3 42 49 1 2 51 51 2 4
split_gain=3.14086 1.71454 2.29717 4.26015 4.16576 2.29767 3.04122 2.6844 1.48917 2.69576 3.99234 2.55536 1.87354 1.42315 1.15261 0.976567 0.894609 0.989817 0.958712 0.775802
threshold=-0.15562499999999999 -0.089594999999999994 0.084160000000000013 0.10068000000000001 0.087020000000000014 -0.070034999999999986 -0.007134999999999999 -0.021559999999999996 0.093270000000000006 -0.0043999999999999994 0.26538000000000006 -0.14162499999999997 0.11457500000000002 0.10969000000000002 0.096950000000000022 0.11161 -0.092119999999999994 -0.021224999999999997 0.084825000000000025 -0.068189999999999987
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 13 3 4 5 -3 -7 -8 11 12 -11 -4 14 -2 19 -12 -13 -18 -19 -10
right_child=1 2 8 -5 -6 6 7 -9 9 10 15 16 -14 -15 -16 -17 17 18 -20 -21
leaf_value=-0.0018313397679781871 0.0034144669920592157 -0.0016230376379766727 0.0042758151969779648 0.0038613754259884821 -0.0029226543027786934 -0.0014149451709079808 -0.00034209206617898081 0.0019235655054624492 0.0026197154832826135 -0.002264878106786195 0.0002628893291926151 -0.00018979333681084501 -0.00012417437714853393 0.00079232761463997434 0.0037292456125064483 0.0024041380546467742 0.0029750334648949543 0.0019648279343814621 0.00099924036246225464 0.00097020381427229921
leaf_weight=63 90 77 55 53 68 87 124 280 77 98 94 53 86 55 54 56 71 282 425 121
leaf_count=63 90 77 55 53 68 87 124 280 77 98 94 53 86 55 54 56 71 282 425 121
internal_value=0 0.0010702 0.000979511 0.000368079 7.67557e-05 0.000436081 0.000759277 0.00122783 0.00126561 0.000763604 -0.000251375 0.00159748 0.00150873 0.00242081 0.00206653 0.0010632 0.00142005 0.0015299 0.00138458 0.00161237
internal_weight=0 2306 2161 689 636 568 491 404 1472 586 248 886 338 145 252 150 831 778 707 198
internal_count=2369 2306 2161 689 636 568 491 404 1472 586 248 886 338 145 252 150 831 778 707 198
is_linear=0
shrinkage=0.0128244


Tree=1880
num_leaves=12
num_cat=0
split_feature=4 2 12 9 124 150 47 40 1427 12 13
split_gain=3.08404 3.80872 2.36197 2.87843 2.78151 1.73541 1.66718 1.57195 1.7186 1.28567 1.70168
threshold=-0.5093899999999999 0.12708000000000003 -0.086449999999999985 0.081890000000000004 -0.082254999999999981 -0.088479999999999989 0.10783500000000001 -0.0057599999999999986 1.0000000180025095e-35 -0.081314999999999985 -0.053824999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 7 -7 -9 -3 -11
right_child=1 9 3 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.0016094196471342301 0.00076265683340098398 0.00075765895452573127 0.0026493504290227917 0.003417893219021638 -0.0022296536927360658 0.0026934167763023407 -0.00057442144255495057 0.00082483306729727677 0.0027330871643945084 -0.002373426864636108 -0.00013284593943460872
leaf_weight=62 89 58 63 53 56 55 84 1652 54 65 89
leaf_count=62 89 58 63 53 56 55 84 1652 54 65 89
internal_value=0 0.000767577 0.0009029 0.000998721 -0.00039222 0.000931463 0.000872742 0.000941836 0.000885301 -0.000576188 -0.00107928
internal_weight=0 2318 2106 1961 145 1908 1845 1761 1706 212 154
internal_count=2380 2318 2106 1961 145 1908 1845 1761 1706 212 154
is_linear=0
shrinkage=0.0105204


Tree=1881
num_leaves=24
num_cat=0
split_feature=2 12 15 12 150 2 12 15 52 15 2 49 2 131 52 156 12 156 133 132 403 2 2
split_gain=106.678 65.2505 15.4875 10.6763 10.0274 9.21396 6.34224 6.31801 5.83896 5.76654 3.97996 3.34086 2.51972 4.23193 1.56147 1.49723 1.79627 1.47062 1.38838 1.30484 1.17074 1.13685 1.06507
threshold=0.12454500000000002 -0.016554999999999997 -0.24269999999999997 0.077755000000000005 0.083680000000000018 0.16730000000000003 0.091475000000000015 -0.084629999999999997 -0.012164999999999999 -0.035449999999999988 0.10613000000000002 -0.065249999999999989 0.088435000000000014 0.088610000000000008 0.0029250000000000005 0.084715000000000013 0.083310000000000009 0.085320000000000021 0.090445000000000011 0.012535000000000003 -0.092059999999999989 0.11018500000000002 0.096540000000000015
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=1 2 -1 4 10 7 11 -2 -4 12 17 -5 13 -8 18 16 -13 -3 -14 21 -18 22 -11
right_child=5 3 8 6 -6 -7 9 -9 -10 19 -12 15 14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.00098281181321046326 0.0014305895968468514 0.0037036763802522385 0.0021052691672702544 0.0031869730391564737 0.0021706978539589622 0.00075186954547462647 0.0024191984115845486 0.0023377460960729919 0.0030431263491363597 0.0036361525689720588 0.002727913213935148 0.0041278690005901401 0.0033813869679885609 0.0033414196815595943 0.0035966270839790436 0.0040197965806382241 0.003439675147954954 0.003190392654359676 0.002843477965909082 0.0032168780909135127 0.0037075601739324166 0.0039450323090061429 0.0032867905479103949
leaf_weight=54 87 87 99 71 60 53 61 91 63 258 52 53 62 55 70 95 115 53 52 54 615 55 65
leaf_count=54 87 87 99 71 60 53 61 91 63 258 52 53 62 55 70 95 115 53 52 54 615 55 65
internal_value=0 0.00335172 0.00209843 0.00349176 0.00302969 0.00163245 0.00356101 0.0018945 0.00247015 0.00339246 0.00329799 0.00369099 0.00313574 0.00285668 0.00331153 0.00373172 0.00369673 0.00350955 0.00313625 0.00357068 0.00366539 0.00362116 0.00356593
internal_weight=0 2149 216 1933 252 231 1681 178 162 732 192 949 300 116 184 878 783 140 114 432 730 378 323
internal_count=2380 2149 216 1933 252 231 1681 178 162 732 192 949 300 116 184 878 783 140 114 432 730 378 323
is_linear=0
shrinkage=0.00240373


Tree=1882
num_leaves=24
num_cat=0
split_feature=4 3 3 3 42 4 3 3 39 42 4 16 16 13 160 3 4 51 1213 3 3 1213 42
split_gain=116.974 44.1124 21.8005 12.1152 9.05322 8.48315 10.9883 6.91198 6.4333 5.61215 4.42675 2.92842 2.90969 2.75193 4.04978 9.30725 3.85026 2.96804 2.83724 2.17493 1.33321 1.25833 1.26702
threshold=0.30163500000000004 -0.06340999999999998 0.30112000000000005 -0.00079499999999999981 -0.0043149999999999994 -0.030434999999999993 0.092330000000000009 0.13524500000000003 0.081875000000000017 0.086700000000000013 0.053255000000000004 -0.098324999999999982 -0.12029499999999999 -0.077849999999999989 -0.057984999999999988 -0.089199999999999988 -0.082249999999999976 -0.085434999999999983 0.0049450000000000006 -0.13795999999999997 -0.087539999999999993 -0.09897499999999998 0.083955000000000016
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=1 10 3 4 -3 -5 -7 9 -6 -2 11 20 -12 17 15 -15 19 -13 -18 -16 -1 -19 -23
right_child=7 2 -4 5 8 6 -8 -9 -10 -11 12 13 -14 14 16 -17 18 21 -20 -21 -22 22 -24
leaf_value=0.0038881692324350902 0.0016104418865436633 0.0027097340789386461 0.00055937103136449793 0.0034716322145929126 0.0023338165266491794 0.0031154323814699845 0.0015594141245409872 5.1185770671118263e-05 0.0011700990199314015 0.0006816468351586671 0.0030344126906920147 0.0038024139231662007 0.0023355767645999435 0.0017503070468771627 0.0036887944921565555 0.0033270688551261885 0.0029952788849334808 0.0027826234015414669 0.0023154574904856191 0.0031704933543436442 0.0032828751086138356 0.0035850174609226896 0.0031733755950779652
leaf_weight=53 96 76 54 90 53 72 62 54 102 95 90 65 86 56 81 54 283 52 54 232 56 65 399
leaf_count=53 96 76 54 90 53 72 62 54 102 95 90 65 86 56 81 54 283 52 54 232 56 65 399
internal_value=0 0.0028819 0.00218625 0.00237927 0.0019439 0.00282812 0.0023957 0.00090686 0.0015682 0.00114863 0.00309965 0.00314897 0.0026931 0.00311412 0.00300641 0.00252462 0.0030879 0.00325498 0.00288643 0.00330471 0.00357746 0.00318596 0.0032311
internal_weight=0 2135 509 455 231 224 134 245 155 191 1626 1450 176 1341 760 110 650 581 337 313 109 516 464
internal_count=2380 2135 509 455 231 224 134 245 155 191 1626 1450 176 1341 760 110 650 581 337 313 109 516 464
is_linear=0
shrinkage=0.00270699


Tree=1883
num_leaves=17
num_cat=0
split_feature=1 3 2 40 49 1 1 4 2 14 4 3 4 1429 2 13
split_gain=160.456 24.5971 20.3153 18.2708 8.95722 11.2112 8.22504 6.90539 5.5867 6.16406 4.14914 2.82263 2.78892 3.39595 2.27693 1.26373
threshold=0.10776500000000001 0.31370500000000007 0.10859000000000001 -0.076644999999999977 -0.025549999999999996 0.086050000000000015 0.12072500000000001 0.024315000000000003 0.10859000000000001 0.054835000000000009 0.42953500000000006 -0.060614999999999995 -0.16772499999999999 0.084770000000000012 0.089005000000000015 0.0083850000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 5 -5 -2 -4 9 12 -9 15 -6 14 -14 -10
right_child=1 -3 7 4 8 -7 -8 10 11 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0020390864949716625 0.0029395422463622317 0.00029123697065765522 0.0019078251239442567 0.0031551655016064891 0.0036072370593359204 0.0019536443644016413 0.0018728111765981847 0.0005129371463438526 0.0031760976156774948 0.0039552737060752664 0.0013353553685351612 0.0023902727949185552 0.0032936261099099826 0.0027140345946771913 0.003074767643110903 0.0027133301467447855
leaf_weight=86 81 74 69 102 98 75 80 58 94 67 83 57 832 78 394 52
leaf_count=86 81 74 69 102 98 75 80 58 94 67 83 57 832 78 394 52
internal_value=0 0.0015322 0.00177966 0.00310171 0.00315113 0.00264619 0.00240965 0.00129655 0.00320456 0.00325532 0.000997234 0.00283715 0.00322185 0.00319287 0.00322331 0.00301145
internal_weight=0 445 371 1935 1849 177 161 210 1672 1469 141 203 1402 1304 1226 146
internal_count=2380 445 371 1935 1849 177 161 210 1672 1469 141 203 1402 1304 1226 146
is_linear=0
shrinkage=0.00235659


Tree=1884
num_leaves=17
num_cat=0
split_feature=12 13 12 147 42 13 133 0 133 123 12 13 0 40 43 13
split_gain=86.5953 25.1898 15.1133 12.0822 8.59189 7.36681 15.1679 4.46737 5.67051 4.00128 3.70449 3.23645 5.58598 3.01203 2.92899 1.47052
threshold=-0.016554999999999997 -0.16392499999999996 0.12701500000000002 0.089365000000000014 -0.026469999999999997 0.034905000000000012 -0.0079049999999999971 0.10798500000000001 0.044405000000000007 0.094395000000000021 0.10184000000000001 -0.117405 -0.10220499999999998 -1.0000000180025095e-35 -0.081639999999999976 -0.050149999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 -1 10 -7 8 -8 13 11 -3 -13 14 -6 -12
right_child=1 2 -4 -5 9 6 7 -9 -10 -11 15 12 -14 -15 -16 -17
leaf_value=0.0024336923497680842 0.0016532841575558261 0.003955825159492719 0.0018596045600512803 0.0019557681347750007 0.0013339077365789171 0.0016006516575893686 0.0024906834186392921 0.0037395604476965238 0.0035203653177703249 0.00074453187849515465 0.0025252438411876217 0.0028588655441687456 0.0033559891748402952 0.001016892769853378 0.0021306233113498017 0.0031089439899410361
leaf_weight=64 85 54 64 56 62 58 97 61 62 60 58 184 1224 56 69 66
leaf_count=64 85 54 64 56 62 58 97 61 62 60 58 184 1224 56 69 66
internal_value=0 0.00306874 0.00312937 0.00317168 0.00156657 0.00320819 0.00280897 0.0031274 0.00289237 0.00134177 0.00327815 0.00331562 0.00329104 0.00153325 0.00175377 0.00283615
internal_weight=0 2069 1984 1920 311 1864 278 220 159 247 1586 1462 1408 187 131 124
internal_count=2380 2069 1984 1920 311 1864 278 220 159 247 1586 1462 1408 187 131 124
is_linear=0
shrinkage=0.00265391


Tree=1885
num_leaves=27
num_cat=0
split_feature=1 2 10 3 12 14 2 1 150 43 0 2 3 42 3 12 12 15 43 159 4 12 4 42 12 0
split_gain=123.135 27.9169 15.7966 10.7454 9.55785 7.35776 6.00703 7.16402 5.65386 6.56424 4.17143 3.50112 3.15814 5.32552 2.12208 1.89587 1.58599 3.4789 1.29862 1.19228 1.48595 1.15276 1.18362 0.867309 1.08098 0.847677
threshold=0.11695500000000002 0.099675000000000014 -0.0069899999999999988 -0.063074999999999978 0.087545000000000026 0.076975000000000002 0.089045000000000013 0.083555000000000018 1.0000000180025095e-35 -0.027294999999999996 -0.076209999999999986 -0.007134999999999999 0.31343500000000007 0.088020000000000015 -0.077544999999999989 0.095175000000000023 0.083785000000000012 -0.014614999999999998 -0.072469999999999993 0.085035000000000013 0.0034000000000000007 0.096535000000000024 -0.077049999999999993 0.097535000000000011 0.10222500000000002 -0.082784999999999984
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 -2 -4 8 6 10 21 9 -3 16 -12 13 -5 -13 -6 17 -1 -17 20 -18 22 -8 24 -20 -24
right_child=2 4 3 12 15 -7 7 -9 -10 -11 11 14 -14 -15 -16 18 19 -19 23 -21 -22 -23 25 -25 -26 -27
leaf_value=0.0029808839459928315 -9.8808382914696445e-05 0.0014961202969794947 0.0022532778817384962 0.0017425003853759522 0.0029780947571924105 0.0039048242555017715 0.0031767888115816038 0.0018958967162720172 0.0013286055664361413 0.0025835696532930507 0.0021660555033392414 0.0026699856779279292 0.00053632771232363667 0.00067481190579609643 0.0033294863742089637 0.0028528885896585308 0.00309491783947666 0.0037754597394534027 0.0022574514901362503 0.0034367518586520093 0.0026798575214210798 0.002562858331183266 0.0029412532837521385 0.0021362449059622365 0.002754975391325487 0.002621156334339592
leaf_weight=69 56 54 64 67 71 54 79 58 68 98 52 76 52 52 52 52 645 70 52 58 60 76 137 55 60 87
leaf_count=69 56 54 64 67 71 54 79 58 68 98 52 76 52 52 52 52 645 70 52 58 60 76 137 55 60 87
internal_value=0 0.00283121 0.00109435 0.00137879 0.00232252 0.00299612 0.0029638 0.0027158 0.001929 0.00219741 0.00306394 0.00271523 0.00105135 0.00127617 0.00293812 0.00262097 0.0031335 0.00338122 0.00250507 0.00308833 0.00305963 0.0028412 0.00291093 0.0023966 0.00252422 0.00281705
internal_weight=0 2083 291 235 510 1573 1519 437 220 152 1082 180 171 119 128 290 902 139 219 763 705 379 303 167 112 224
internal_count=2374 2083 291 235 510 1573 1519 437 220 152 1082 180 171 119 128 290 902 139 219 763 705 379 303 167 112 224
is_linear=0
shrinkage=0.00250084


Tree=1886
num_leaves=13
num_cat=0
split_feature=3 48 11 11 42 51 0 0 484 51 0 150
split_gain=6.61961 4.45077 2.65253 3.25502 2.25641 1.89542 2.28891 1.63316 1.39749 1.7839 1.27044 0.896348
threshold=0.31840500000000005 0.13438000000000003 0.093740000000000018 1.0000000180025095e-35 0.11361000000000002 -0.088764999999999983 0.10798500000000001 -0.071519999999999986 0.072260000000000005 -0.21268499999999999 -0.10803999999999998 0.12068000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 11 -6 9 -1 -5 -7
right_child=-2 -3 -4 10 7 6 -8 -9 -10 -11 -12 -13
leaf_value=0.00058450651535041451 -0.0017426075076726025 -0.0014188517323870421 -0.00047969157628608192 0.004750234576325881 -0.00081478429119814268 0.0018031118965520436 0.0040970778938478839 0.0013973895151709458 -0.00053905286700668003 0.0027418628555760378 0.0024751560216748386 0.0032381323154114178
leaf_weight=123 68 53 61 54 67 1565 54 90 58 69 60 52
leaf_count=123 68 53 61 54 67 1565 54 90 58 69 60 52
internal_value=0 0.00165368 0.00172601 0.00178745 0.00169049 0.0017916 0.00192204 0.000452611 0.000919271 0.0013604 0.00355383 0.00184933
internal_weight=0 2306 2253 2192 2078 1921 1671 157 250 192 114 1617
internal_count=2374 2306 2253 2192 2078 1921 1671 157 250 192 114 1617
is_linear=0
shrinkage=0.0107308


Tree=1887
num_leaves=25
num_cat=0
split_feature=4 3 150 3 39 4 0 0 11 0 51 0 4 4 4 12 133 49 4 0 3 0 0 0
split_gain=140.027 36.4336 17.8565 10.0102 8.38162 7.32408 5.68679 5.39353 5.38002 7.29476 5.97556 3.95448 3.12075 6.70927 3.73932 2.78983 2.38016 2.24046 1.6795 1.03271 0.977832 1.2662 1.22508 0.853991
threshold=0.30163500000000004 -0.063814999999999997 0.093625000000000014 0.31400500000000003 0.084535000000000013 -0.0047649999999999993 -0.18087499999999998 -0.10803999999999998 1.0000000180025095e-35 0.12113000000000002 -0.091614999999999988 -0.037794999999999995 -0.37626499999999991 -0.019794999999999997 0.043850000000000007 0.09202500000000001 0.082410000000000011 -0.065249999999999989 -0.080584999999999976 -0.09194999999999999 -0.08095999999999999 -0.087284999999999988 -0.085669999999999982 -0.081344999999999987
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 8 4 7 6 -6 -3 -2 10 -10 16 -9 -8 -14 -15 17 -1 -12 -17 -20 22 -22 -19 -21
right_child=3 2 -4 -5 5 -7 12 11 9 -11 15 -13 13 14 -16 18 -18 20 19 23 21 -23 -24 -25
leaf_value=0.0020902781755276255 0.0016142274178932165 0.0033436308188711491 0.00099177434381743823 -0.00010270281175024994 0.0013386664072613655 0.002441999458390035 0.0029079122243808892 0.00040013194391158336 0.0039115991445454459 0.0027236367788442241 0.0026198316900682976 0.0012707408011261149 0.0015996012329209141 0.0030288999523856016 0.0021555043520666336 0.0031308626715613156 0.002737735045531721 0.0032465907806145003 0.0024234274102038159 0.0030678583835919552 0.0027120979763591269 0.0031116119220603953 0.0030300529427512292 0.0027206905851197755
leaf_weight=66 77 53 64 52 72 73 67 70 78 52 71 57 58 63 56 76 72 278 58 54 93 102 380 232
leaf_count=66 77 53 64 52 72 73 67 70 78 52 71 57 58 63 56 76 72 278 58 54 93 102 380 232
internal_value=0 0.00277704 0.00220288 0.00085712 0.00237818 0.00189432 0.00261432 0.00110191 0.00295725 0.00343662 0.00291518 0.000791084 0.0024558 0.00228451 0.00261811 0.00296516 0.00242827 0.0030408 0.00279868 0.00272522 0.0030758 0.00292121 0.00312158 0.00278633
internal_weight=0 2118 506 256 442 145 297 204 1612 130 1482 127 244 177 119 1344 138 924 420 344 853 195 658 286
internal_count=2374 2118 506 256 442 145 297 204 1612 130 1482 127 244 177 119 1344 138 924 420 344 853 195 658 286
is_linear=0
shrinkage=0.0024518


Tree=1888
num_leaves=23
num_cat=0
split_feature=1 1 10 12 0 12 12 1 15 0 0 457 0 15 43 42 51 43 49 0 0 15
split_gain=191.23 29.386 24.1255 15.529 8.27825 7.10826 6.34722 6.94743 8.11635 6.63062 5.34437 5.01731 4.7923 3.88187 3.5076 2.9903 2.25685 1.97277 1.32233 1.30274 1.96891 1.15279
threshold=0.11695500000000002 0.10141500000000002 -0.0069899999999999988 0.085090000000000013 0.12411500000000002 -0.042789999999999988 0.091625000000000012 0.086920000000000011 0.088245000000000004 -0.14989499999999997 -0.075914999999999996 0.079590000000000008 -0.098179999999999976 -0.035449999999999988 -0.010064999999999999 -0.090824999999999989 -0.088934999999999986 0.0066850000000000008 0.091885000000000008 -0.092114999999999989 -0.081344999999999987 -0.021179999999999997
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 4 -2 11 6 -4 7 9 12 -1 -7 14 -9 -5 -3 -8 -17 18 -11 -18 -21 -14
right_child=2 3 5 13 -6 10 15 8 -10 17 -12 -13 21 -15 -16 16 19 -19 -20 20 -22 -23
leaf_value=0.0034583921372592788 -0.0010758637265709766 0.0010225358868280519 0.00016037193168014636 0.0018631371845044742 0.0015656871614980956 0.00043151558706712722 0.002682671317349089 0.001422749011851406 0.0028425664506801524 0.0027123401970735764 0.0013791075799701805 0.00060243821965140943 0.002492139032146463 0.0027071455515412938 0.0018381390437932417 0.0017745141870398825 0.0019689627437207407 0.0023242153503826033 0.0024194581653761505 0.0027163679082034772 0.0022445953725291176 0.001996210131756175
leaf_weight=58 56 53 98 58 55 56 88 62 84 680 81 53 54 64 66 59 67 102 100 61 267 52
leaf_count=58 56 53 98 58 55 56 88 62 84 680 81 53 54 64 66 59 67 102 100 61 267 52
internal_value=0 0.00235352 0.000313972 0.00166279 0.00246702 0.000645274 0.00249559 0.00259189 0.00224381 0.00268518 0.000991954 0.00120634 0.00194428 0.0023061 0.0014751 0.00228376 0.00220638 0.00263431 0.00267482 0.00227083 0.00233241 0.00224909
internal_weight=0 2083 291 294 1789 235 1734 1192 252 940 137 172 168 122 119 542 454 882 780 395 328 106
internal_count=2374 2083 291 294 1789 235 1734 1192 252 940 137 172 168 122 119 542 454 882 780 395 328 106
is_linear=0
shrinkage=0.00235659


Tree=1889
num_leaves=23
num_cat=0
split_feature=4 3 2 43 3 2 3 52 43 15 12 12 15 15 43 51 12 3 483 4 131 52
split_gain=157.647 45.3145 24.5166 17.2663 10.9809 7.45095 8.82753 7.37381 6.01807 5.26542 4.82249 4.57585 4.50477 3.79911 2.98771 1.79232 1.78926 1.71831 1.25914 1.20174 1.06997 0.980041
threshold=0.30163500000000004 -0.063814999999999997 0.10774000000000002 -0.049364999999999992 0.31400500000000003 0.099675000000000014 -0.14162499999999997 -0.046924999999999988 -0.0068249999999999986 -1.0000000180025095e-35 0.09112000000000002 0.091325000000000003 -0.41606999999999994 -0.097984999999999989 0.0066850000000000008 -0.032359999999999993 0.095780000000000018 -0.10032499999999998 0.087440000000000004 -0.057539999999999994 0.088610000000000008 0.033770000000000008
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 5 3 -3 8 6 -1 -4 -2 13 -7 14 -10 -5 18 -13 -12 -17 20 -18 -8 -19
right_child=4 2 7 9 -6 10 11 -9 12 -11 16 15 -14 -15 -16 17 19 21 -20 -21 -22 -23
leaf_value=0.0037929912644573999 0.00034929575346471001 0.0015567759863806961 0.00071633813417347329 0.0030364068263572575 -0.00052920660053292108 0.0018521495642116876 0.0031810083872822596 0.0017793460219814546 0.0017883853945361381 0.0033365415217501662 0.0031128153667018851 0.0022550892439626279 0.0007092684921129283 0.0021549836516321294 0.0025992430122214012 0.0032057161302189827 0.0028618367589090931 0.0025398025236786181 0.0027879018011238788 0.0023686312383573815 0.0029004700977358438 0.0028378196266193559
leaf_weight=87 99 103 90 57 52 59 568 87 52 89 53 52 53 80 92 54 54 143 81 92 113 164
leaf_count=87 99 103 90 57 52 59 568 87 52 89 53 52 53 80 92 54 54 143 81 92 113 164
internal_value=0 0.00269959 0.00202013 0.0024403 0.000537799 0.00291285 0.00299017 0.00123899 0.000809917 0.00284284 0.00250695 0.00293503 0.00124395 0.00252191 0.00304403 0.00270957 0.00270095 0.00277495 0.00309769 0.00255124 0.0031345 0.00269909
internal_weight=0 2118 506 329 256 1612 1354 177 204 226 258 1267 105 137 854 413 199 361 762 146 681 307
internal_count=2374 2118 506 329 256 1612 1354 177 204 226 258 1267 105 137 854 413 199 361 762 146 681 307
is_linear=0
shrinkage=0.00260187


Tree=1890
num_leaves=24
num_cat=0
split_feature=1 1 12 1 12 12 12 43 1 12 0 12 11 0 1 0 52 0 402 132 43 160 133
split_gain=181.412 29.7635 16.8561 19.9734 10.3442 7.03389 4.80216 4.15475 4.05989 3.82943 3.24461 3.04908 2.74315 2.52155 1.92616 1.43497 2.2517 1.80506 1.24827 1.10751 0.947498 1.26954 0.982081
threshold=0.10752500000000002 0.12419000000000001 0.054520000000000006 0.092415000000000011 0.085090000000000013 0.11769500000000001 0.086795000000000011 -0.049364999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 -0.07883999999999998 -0.042789999999999988 1.0000000180025095e-35 -0.092904999999999988 0.085810000000000011 -0.066849999999999979 -0.099329999999999988 -0.098179999999999976 0.090595000000000023 -0.014134999999999998 -0.082219999999999988 -0.081539999999999987 -0.0081099999999999974
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 4 3 8 7 6 12 -2 -1 -5 -3 -12 13 -4 -10 17 -17 -8 19 -19 21 -15 -22
right_child=1 10 5 9 -6 -7 15 -9 14 -11 11 -13 -14 20 -16 16 -18 18 -20 -21 22 -23 -24
leaf_value=0.0025943480590318734 0.00092933642370408506 0.00026538257812900456 0.0027877842043688558 0.0012853003776777407 0.0025206933799543506 0.0023071445520148077 0.0027877720038012727 0.0018119326625337245 0.003684950500495734 0.0021470407909132301 0.00043600904094462682 0.001238286432844328 0.0039076129267674939 0.003254731154046387 0.0030024772277838256 0.0031691347785677607 0.0025631996768020818 0.0033272659002959804 0.0034139242673554555 0.003062082612318657 0.0034267164087262748 0.0037105622166597805 0.0030859190038972444
leaf_weight=79 57 99 53 61 95 63 101 81 53 69 54 66 53 67 52 72 84 122 97 582 114 94 104
leaf_count=79 57 99 53 61 95 63 101 81 53 69 54 66 53 67 52 72 84 122 97 582 114 94 104
internal_value=0 0.00126301 0.00302411 0.00249376 0.00188523 0.00312779 0.00316128 0.00144758 0.00302412 0.00174289 0.000600903 0.000877484 0.0033679 0.00330162 0.00334722 0.00306654 0.00284303 0.00310516 0.00314515 0.00310808 0.00337341 0.00352103 0.00326426
internal_weight=0 452 1920 314 233 1606 1543 138 184 130 219 120 485 432 105 1058 156 902 801 704 379 161 218
internal_count=2372 452 1920 314 233 1606 1543 138 184 130 219 120 485 432 105 1058 156 902 801 704 379 161 218
is_linear=0
shrinkage=0.00250084


Tree=1891
num_leaves=23
num_cat=0
split_feature=3 151 480 150 150 4 4 2 2 133 3 0 2 0 48 133 160 4 4 474 3 0
split_gain=3.99326 2.83949 2.80963 2.47857 2.20822 2.60429 5.17964 3.2741 1.83649 2.64579 5.71785 1.77654 1.50419 1.43757 1.17259 1.36677 1.11201 1.44908 1.3192 1.54793 1.02696 0.637595
threshold=-0.064294999999999977 0.084350000000000008 -0.020629999999999999 0.094605000000000009 0.077585000000000001 -0.14538499999999996 -0.019569999999999997 0.11693000000000002 0.090000000000000011 -0.0036349999999999998 -0.084854999999999986 0.014040000000000002 0.11701500000000002 -0.077639999999999987 0.083830000000000002 0.022390000000000004 0.055845000000000006 0.0049200000000000008 -0.0053799999999999985 0.083855000000000013 0.12566000000000002 -0.13892999999999997
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 2 -1 4 5 11 -7 13 16 10 -10 -2 14 21 15 -11 17 18 19 -4 -9 -8
right_child=3 -3 8 -5 -6 6 7 20 9 12 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00034100006328567205 0.0040668486915041158 0.0046131670216247667 0.002476148502988342 -0.00049864141894245925 0.0030681417764350139 -0.0020639847116989021 0.0017710780830882415 -0.0011287628148960846 -0.0024023518903916689 0.00056227676607637433 0.0020135190979309317 0.0013313314761247547 0.0036787410940114168 0.00046192062379868469 0.0032401244899151142 0.0020846026092991277 0.0035597731205926054 0.00099547911438290643 0.0037402994350604134 0.00092905495883778349 0.00090521047464811545 0.0030792883464937104
leaf_weight=54 52 52 674 89 81 63 78 62 53 104 93 58 59 52 57 197 90 88 82 84 53 97
leaf_count=54 52 52 674 89 81 63 78 62 53 104 93 58 59 52 57 197 90 88 82 84 53 97
internal_value=0 0.00214277 0.00206413 0.00117079 0.00142028 0.00116088 0.000762793 0.00128385 0.00214635 0.00165391 0.000409713 0.00262553 0.00208926 0.00203121 0.00182698 0.001559 0.00241857 0.00230777 0.00244512 0.00230485 -0.00019037 0.00249686
internal_weight=0 1687 1635 685 596 515 405 342 1581 563 146 110 417 227 358 301 1018 928 840 758 115 175
internal_count=2372 1687 1635 685 596 515 405 342 1581 563 146 110 417 227 358 301 1018 928 840 758 115 175
is_linear=0
shrinkage=0.0107308


Tree=1892
num_leaves=22
num_cat=0
split_feature=1 457 403 155 14 15 1 52 52 151 157 52 1447 4 4 4 15 159 4 42 43
split_gain=3.37723 2.9697 2.45478 2.89413 2.68271 1.57261 3.55935 3.38784 2.20885 1.33663 1.35535 1.69443 1.66123 1.13003 0.999573 1.28329 1.0927 0.869872 0.605548 0.533415 0.44996
threshold=0.089840000000000017 0.094310000000000019 -0.083284999999999984 0.10158500000000002 -0.072219999999999993 0.090930000000000011 0.10658000000000002 -0.0065299999999999993 -0.012164999999999999 -0.085134999999999975 -0.082134999999999986 0.40438500000000005 -0.082824999999999982 -0.0093249999999999982 -0.099704999999999974 0.053255000000000004 -0.059484999999999989 0.082585000000000006 -0.069734999999999978 0.084580000000000016 -0.026594999999999997
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=9 2 -2 4 -4 6 7 -6 -8 13 19 12 -12 -1 20 17 -17 -16 -7 -11 -14
right_child=1 -3 3 -5 5 18 8 -9 -10 10 11 -13 14 -15 15 16 -18 -19 -20 -21 -22
leaf_value=0.0022264626965888472 0.0033864368932863312 -0.0015893412306520599 0.002672068463075372 0.0033306043770346822 0.00021088127231989399 0.0025224859946454984 -0.00038738166205834804 -0.0032104524294238974 0.0017001437478311879 0.0040016018428426815 0.0033851155312555146 8.8573375293226543e-05 -2.4082684209046927e-05 0.0044237016871971754 0.0019526865502736124 0.0016080452825449076 -0.00044926564983119918 0.0032594911839048998 0.00084785960931203623 0.0023659776384903543 0.0014808001035248686
leaf_weight=77 68 52 94 70 100 64 103 64 203 52 94 74 55 54 752 105 52 76 54 57 52
leaf_count=77 68 52 94 70 100 64 103 64 203 52 94 74 55 54 752 105 52 76 54 57 52
internal_value=0 0.00110137 0.00127215 0.0010808 0.000849698 0.000558156 0.00025686 -0.00112352 0.000997075 0.00201079 0.0019033 0.00179558 0.00190198 0.00313314 0.0017742 0.0018901 0.000925853 0.00207278 0.00175718 0.00314741 0.000706103
internal_weight=0 872 820 752 682 588 470 164 306 1500 1369 1260 1186 131 1092 985 157 828 118 109 107
internal_count=2372 872 820 752 682 588 470 164 306 1500 1369 1260 1186 131 1092 985 157 828 118 109 107
is_linear=0
shrinkage=0.0116154


Tree=1893
num_leaves=27
num_cat=0
split_feature=3 3 15 48 15 3 3 3 42 39 15 484 159 159 52 3 3 3 403 15 3 15 50 3 15 50
split_gain=129.373 38.72 28.8366 14.4248 11.8497 23.963 7.94139 10.9701 6.80295 4.58516 4.29558 3.41854 5.84616 3.11504 2.61164 2.55694 4.98062 4.13585 2.41668 1.78659 1.72437 1.78708 1.10053 0.6533 0.527301 0.507761
threshold=-0.058704999999999993 0.30835000000000007 -0.37478999999999996 0.092475000000000016 -0.035449999999999988 -0.10919499999999999 0.11191000000000002 -1.0000000180025095e-35 -0.0043149999999999994 0.084845000000000018 -1.0000000180025095e-35 -0.084699999999999984 0.088255000000000014 0.079755000000000006 -0.071919999999999984 -0.13088999999999998 -0.096749999999999989 -0.24154499999999998 -0.021474999999999998 0.091230000000000019 -0.081854999999999997 -0.080419999999999978 0.091130000000000017 -0.082454999999999987 -0.077559999999999976 1.0000000180025095e-35
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=4 2 -2 6 5 -1 7 8 -4 -5 -9 -6 15 18 -15 17 -17 -13 -7 22 21 -20 -18 -21 25 -22
right_child=1 -3 3 9 11 13 -8 10 -10 -11 -12 12 -14 14 -16 16 19 -19 20 23 24 -23 -24 -25 -26 -27
leaf_value=0.0014919173496594238 0.00055591350765604383 9.2090164414720913e-05 0.0028220383008919717 0.0018914452611071299 0.0036967097807827898 0.002328381372554522 0.0014988429420757425 0.0027198466515259579 0.0016865186738652042 0.00076396427616377935 0.0036713397049341809 0.0030155032156205692 0.0022881625369147967 0.003822521458228706 0.0029757486482341325 0.0024124941641253785 0.0033557426078685503 0.0040077475466592048 0.0034811395941566972 0.0027794190600941206 0.0027469780215670734 0.0028381700570301394 0.0029696991334660838 0.0031080932881554571 0.0025973432389357906 0.0030797049447214798
leaf_weight=95 95 101 65 52 98 54 54 72 96 54 68 55 53 52 56 61 459 71 72 60 81 58 63 196 69 62
leaf_count=95 95 101 65 52 98 54 54 72 96 54 68 55 53 52 56 61 459 71 72 60 81 58 63 196 69 62
internal_value=0 0.00163426 0.00191435 0.00219423 0.00304707 0.00273961 0.00245598 0.00262759 0.00214514 0.00131734 0.00318221 0.00321207 0.00316539 0.00297474 0.00338372 0.00321354 0.00315924 0.00357485 0.00286312 0.00321776 0.00294747 0.0031945 0.00330921 0.00303117 0.00279586 0.00289144
internal_weight=0 657 556 461 1715 599 355 301 161 106 140 1116 1018 504 108 965 839 126 396 778 342 130 522 256 212 143
internal_count=2372 657 556 461 1715 599 355 301 161 106 140 1116 1018 504 108 965 839 126 396 778 342 130 522 256 212 143
is_linear=0
shrinkage=0.00270699


Tree=1894
num_leaves=14
num_cat=0
split_feature=31 0 15 151 151 150 9 11 4 0 16 15 49
split_gain=3.08503 2.17937 2.95496 2.62887 2.34028 2.14139 2.48406 2.9273 2.65995 3.10333 2.11775 1.44296 2.19782
threshold=-0.019269999999999999 -0.13740499999999997 0.083185000000000023 -0.089594999999999994 0.084350000000000008 0.10194500000000001 0.037245000000000007 0.079300000000000009 -0.16772499999999999 -0.061994999999999995 0.19022000000000003 -0.097269999999999981 -0.05529499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 10 -10 -3 -5 -13
right_child=1 4 -4 11 -6 -7 -8 -9 9 -11 -12 12 -14
leaf_value=-0.0010255663525937089 0.0024334181570683793 0.0051219644448232621 0.0030735656372741418 0.00065836560845459503 0.0039652321989254889 -0.00013811431689044113 0.0041044111911625698 -0.00043337934476355962 0.0018298073144152316 0.00024946479248256337 0.0019548714944164105 0.00046358784826231234 -0.0027048977209081617
leaf_weight=60 55 53 57 97 59 82 56 82 1418 182 57 53 61
leaf_count=60 55 53 57 97 59 82 56 82 1418 182 57 53 61
internal_value=0 0.00158871 0.000720456 0.000215761 0.00172964 0.00166124 0.00174114 0.00166723 0.00176803 0.00165012 0.00348194 -0.000361725 -0.00123076
internal_weight=0 2312 323 266 1989 1930 1848 1792 1710 1600 110 211 114
internal_count=2372 2312 323 266 1989 1930 1848 1792 1710 1600 110 211 114
is_linear=0
shrinkage=0.0113877


Tree=1895
num_leaves=13
num_cat=0
split_feature=2 4 9 15 0 160 484 4 4 0 43 3
split_gain=4.19652 2.54318 1.88465 1.8397 1.75978 1.3658 1.44591 3.1111 2.67745 2.33724 1.24747 0.690143
threshold=0.13673000000000005 -0.51003499999999991 0.087755000000000014 -0.04174499999999999 -0.065249999999999989 -0.24205499999999996 0.096480000000000024 0.50609000000000004 0.40330500000000008 -0.14989499999999997 -0.081414999999999987 -0.075604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 10 7 8 9 -7 -3 -12
right_child=3 2 -4 -5 -6 6 -8 -9 -10 -11 11 -13
leaf_value=-0.0008753762910322329 0.0012658525703652243 0.0029752852216448559 -0.00051386867494374706 -0.0019394487137098092 -0.0010699677336028484 0.0024418994528062395 -0.00031911924585223747 0.0033612299300891432 -0.00086414244442442221 0.0010207785292660951 0.00066502815035887858 0.0019970079667524241
leaf_weight=59 60 62 62 53 53 108 64 52 62 1584 64 73
leaf_count=59 60 62 62 53 53 108 64 52 62 1584 64 73
internal_value=0 0.00103691 0.0010899 -0.000503301 0.000169408 0.001138 0.00105958 0.0011085 0.00104165 0.00111155 0.00187442 0.0013755
internal_weight=0 2190 2131 166 113 2069 1870 1806 1754 1692 199 137
internal_count=2356 2190 2131 166 113 2069 1870 1806 1754 1692 199 137
is_linear=0
shrinkage=0.00934185


Tree=1896
num_leaves=15
num_cat=0
split_feature=1 40 131 15 12 12 1428 2 16 159 159 2 1 13
split_gain=5.02194 2.57286 2.2359 3.66668 2.03362 2.37887 1.80583 1.59962 1.59899 2.00725 1.56745 1.60419 1.41726 0.811273
threshold=0.11869500000000001 -0.084709999999999994 0.088910000000000017 -0.45726999999999995 -0.092124999999999985 -0.054684999999999991 0.08653000000000001 0.13733000000000004 0.0060650000000000009 0.08573500000000002 0.088800000000000004 0.098365000000000022 0.10723500000000001 -0.084344999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6 8 -5 9 12 11 -10 -7 -11
right_child=2 4 -4 7 5 6 -8 -9 10 13 -12 -13 -14 -15
leaf_value=-0.00111743770791938 0.0013048329984143088 -0.00059642751798874908 0.0012072481852303924 -0.00084458100421902894 0.0032564342886414917 0.00095476591090965586 0.0029049193664490961 -0.0029565759885002989 0.0013788369362874404 0.0012683444707816468 -0.00084382761103643164 2.6231992943984373e-05 0.0024169579776224513 0.002762719597732252
leaf_weight=57 52 73 61 80 52 1188 53 68 194 58 76 167 72 105
leaf_count=57 52 73 61 80 52 1188 53 68 194 58 76 167 72 105
internal_value=0 0.00100056 -0.000486637 -0.00100381 0.00105985 0.00112143 0.00106334 -0.00181569 0.00101081 0.00117516 0.000475387 0.000753416 0.00103841 0.00223164
internal_weight=0 2095 261 200 2038 1965 1913 148 1860 1423 437 361 1260 163
internal_count=2356 2095 261 200 2038 1965 1913 148 1860 1423 437 361 1260 163
is_linear=0
shrinkage=0.0101119


Tree=1897
num_leaves=21
num_cat=0
split_feature=1 52 1 0 1 0 52 0 151 1 0 0 16 42 0 160 1454 1446 48 42
split_gain=119.715 26.5812 18.953 7.32144 8.94183 6.30724 6.20017 4.00154 5.18441 3.94299 6.10638 3.93798 1.50843 1.40872 1.32389 2.70144 1.75205 1.73939 1.53365 0.862467
threshold=0.10312500000000001 -0.40011499999999994 0.13554500000000003 -0.066849999999999979 0.096325000000000008 -0.14989499999999997 0.12469000000000001 -0.059914999999999989 -0.033849999999999991 0.081755000000000008 0.040035000000000008 -0.12608499999999997 -0.41863499999999992 0.087130000000000027 -0.094314999999999996 0.051820000000000005 0.081720000000000015 0.085270000000000012 0.097500000000000017 0.082410000000000025
decision_type=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 4 5 -1 7 8 -3 10 13 -10 -4 -5 15 19 17 18 -16 -7
right_child=1 2 12 9 -6 14 -8 -9 11 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0038699488785118512 0.0031943824133966619 0.0012807094759969347 0.00031917835420301608 0.0025800196769344749 0.0023200319278523758 0.0026865858002372029 0.0025551205578858618 0.0010131019176871335 0.0016542021218042093 0.0031778888786987121 0.0019293446283569595 0.0025201654160491942 0.00088909023707351169 0.0031568315931816168 0.0032436935004090794 0.0035117320521929978 0.002817750981750545 0.0036256466725982286 0.0027846599119518323 0.0030552067812358486
leaf_weight=98 72 82 55 55 77 100 63 54 69 90 74 74 74 62 923 55 69 78 53 79
leaf_count=98 72 82 55 55 77 100 63 54 69 90 74 74 74 62 923 55 69 78 53 79
internal_value=0 0.00172167 0.00149649 0.00311448 0.0031854 0.00323117 0.00181708 0.00165033 0.00180314 0.00272772 0.00251545 0.00210252 0.00064632 0.00288592 0.00318502 0.00300522 0.00322246 0.00324893 0.00321879 0.00284943
internal_weight=0 543 471 1813 1532 1455 342 279 225 281 191 143 129 117 1357 234 1123 1054 976 179
internal_count=2356 543 471 1813 1532 1455 342 279 225 281 191 143 129 117 1357 234 1123 1054 976 179
is_linear=0
shrinkage=0.00260187


Tree=1898
num_leaves=12
num_cat=0
split_feature=2 3 124 156 0 52 157 52 4 0 13
split_gain=2.71567 2.26998 2.02743 1.42002 1.87333 2.25551 1.50222 1.47298 1.3371 3.44279 0.8396
threshold=0.16730000000000003 0.31840500000000005 -0.086114999999999983 0.11538000000000002 0.0037850000000000002 -0.086814999999999989 0.10119000000000002 0.0033500000000000005 0.40124500000000002 -0.14989499999999997 -0.012064999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 -7 9 -4 -10
right_child=-2 -3 3 -5 5 7 -8 -9 10 -11 -12
leaf_value=-0.00060063097135467877 -0.0014658382374638356 -0.0013228106613396658 0.0032273395974048778 0.0026823719960435994 0.0018346816047062633 -0.0022212358623667139 -0.0006913010880483006 0.00037999521916104017 0.0011692930024989692 0.0011959609945761222 -0.00075896351256796667
leaf_weight=89 58 52 116 76 55 59 53 54 52 1625 67
leaf_count=89 58 52 116 76 55 59 53 54 52 1625 67
internal_value=0 0.00102834 0.00108282 0.00115234 0.0010964 -5.58485e-05 0.00119766 -0.000977094 0.00125155 0.00133138 8.26144e-05
internal_weight=0 2298 2246 2157 2081 168 1913 113 1860 1741 119
internal_count=2356 2298 2246 2157 2081 168 1913 113 1860 1741 119
is_linear=0
shrinkage=0.0113877


Tree=1899
num_leaves=16
num_cat=0
split_feature=4 2 12 14 4 2 13 13 0 48 4 49 0 159 2
split_gain=65.2768 21.1948 16.4038 11.3986 8.10332 6.17948 4.87066 3.35963 2.15545 2.77973 2.63358 2.12283 2.37332 1.63188 1.22752
threshold=0.30163500000000004 0.13673000000000005 -0.010219999999999998 0.019675000000000002 -0.0030749999999999996 0.14794000000000004 -0.16392499999999996 -0.0074049999999999993 -0.079249999999999987 0.088965000000000002 -0.49269499999999994 -0.008964999999999999 -0.097074999999999981 0.091625000000000026 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 7 -4 14 11 10 -10 12 -8 -13 -2
right_child=5 -3 3 -5 -6 -7 8 -9 9 -11 -12 13 -14 -15 -16
leaf_value=0.0011081399682547552 0.00054216906563441111 0.0010680879884138613 0.001634918960643288 0.0034629734505749066 0.0022053899088080304 0.00011946088544739112 0.0018521341398027853 0.001492872198407539 0.0027698166640491946 0.0017271444617224664 0.0022789786275400599 0.0025216149149889736 0.0024605530506178839 0.0029649667930090372 0.0010959223441910457
leaf_weight=96 55 88 54 72 87 52 67 92 89 52 459 852 126 61 54
leaf_count=96 55 88 54 72 87 52 67 92 89 52 459 852 126 61 54
internal_value=0 0.00231857 0.00237316 0.00244739 0.00162994 0.00091952 0.00240583 0.00112636 0.00243021 0.00230405 0.00235875 0.00249863 0.00224948 0.00255127 0.00081676
internal_weight=0 2103 2015 1832 183 253 1760 201 1706 600 548 1106 193 913 109
internal_count=2356 2103 2015 1832 183 253 1760 201 1706 600 548 1106 193 913 109
is_linear=0
shrinkage=0.00260187


Tree=1900
num_leaves=22
num_cat=0
split_feature=1 4 0 4 4 12 4 1 484 0 4 0 131 0 12 4 43 48 1453 4 1
split_gain=5.37553 2.17698 4.78885 2.85374 2.7418 2.09638 3.14961 3.08236 2.82337 2.5202 1.78533 1.71988 1.30409 1.6443 1.13839 1.06352 0.765862 0.706088 0.638656 0.6254 0.412179
threshold=0.10124500000000002 -0.15805499999999997 0.0037850000000000002 0.066275000000000014 0.26900000000000007 0.084055000000000005 -0.15618499999999999 0.083065000000000014 0.010565000000000001 -0.086409999999999987 -0.033449999999999987 -0.10324499999999999 0.085815000000000016 -0.089704999999999993 0.11206500000000001 0.51743500000000009 0.26667500000000005 0.098160000000000011 -1.0000000180025095e-35 -0.082249999999999976 0.12719000000000003
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 12 -5 7 -7 8 9 11 -9 -1 13 -3 16 20 17 18 -8 -20 -6
right_child=1 2 -4 4 15 6 14 10 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0032229371717622211 0.0014640586653257676 -0.0019661868332894595 -0.0023752560690875136 0.0025098052837787869 -0.00048889557405472372 -0.00097938396428377903 0.0019243092386267387 0.0017567226066280976 0.00062482860849626088 0.0042681489821734444 -0.00014416038959914657 0.0011262712983899992 0.00052899195174452014 2.4085448527708309e-06 0.0019961531900941263 0.0013181539046539588 -5.3397870561637566e-05 3.3427145922865015e-05 0.001347995674364082 0.00084868257522413223 0.00049111895723967589
leaf_weight=55 77 74 64 57 84 66 58 66 63 60 91 68 54 59 82 58 59 59 260 782 55
leaf_count=55 77 74 64 57 84 66 58 66 63 60 91 68 54 59 82 58 59 59 260 782 55
internal_value=0 8.5172e-05 -0.000124888 0.000201483 0.000809253 0.00106066 0.00089591 0.00161888 0.00223408 0.00278757 0.000654338 0.00206457 -0.000623541 -0.00109219 0.00099119 0.000316737 0.000923455 0.000973264 0.00102359 0.000973361 -0.000100444
internal_weight=0 582 505 441 254 1769 1366 403 246 183 157 123 187 133 1300 197 1218 1159 1100 1042 139
internal_count=2351 582 505 441 254 1769 1366 403 246 183 157 123 187 133 1300 197 1218 1159 1100 1042 139
is_linear=0
shrinkage=0.00880303


Tree=1901
num_leaves=20
num_cat=0
split_feature=1 3 3 2 2 14 2 2 2 124 3 51 3 43 16 16 13 1 3
split_gain=158.325 36.3663 14.7888 13.2804 10.8699 9.26601 8.9886 8.66343 11.0033 6.45987 3.65183 3.64922 3.74635 2.57069 4.73492 3.1525 5.7044 2.085 1.90175
threshold=0.104035 -0.06340999999999998 0.31370500000000007 0.10527500000000002 0.114165 0.054835000000000009 0.13880500000000004 -1.0000000180025095e-35 0.11144000000000001 -0.043384999999999993 0.091170000000000015 -0.097374999999999975 -0.060614999999999995 -0.11278499999999998 -0.050529999999999999 -1.0000000180025095e-35 -0.0031999999999999993 0.11249000000000002 -0.093224999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 5 17 9 7 -3 -9 -1 13 -5 -13 14 -11 18 -17 -2 -15
right_child=1 2 -4 11 -6 -7 -8 8 -10 10 -12 12 -14 15 -16 16 -18 -19 -20
leaf_value=0.0019618256670030022 0.0028892671495343984 0.00025593762904200422 -0.00038718121717985771 0.0026242301971306269 0.0010599198950254326 0.0037988216453300533 -4.1613190863977458e-05 0.0023030670508455888 0.00085541467505368947 0.0029246142258179315 0.0021390703998091622 0.0022525954291396488 0.0014286076483839886 0.0023988656443873001 0.0019288370994537465 0.0029244372345722863 0.003874249646510747 0.0021846681520546855 0.0028489200626461608
leaf_weight=65 56 56 84 80 52 66 57 65 86 79 54 100 64 72 59 185 59 64 948
leaf_count=65 56 56 84 80 52 66 57 65 86 79 54 100 64 72 59 185 59 64 948
internal_value=0 0.001076 0.000582478 0.00273546 0.00207436 0.00282415 0.000891113 0.00114809 0.00147876 0.00278183 0.00281842 0.00215855 0.00193121 0.00284457 0.00249909 0.00288226 0.00315422 0.00251372 0.00281718
internal_weight=0 520 348 1831 172 1587 264 207 151 1521 1456 244 164 1402 138 1264 244 120 1020
internal_count=2351 520 348 1831 172 1587 264 207 151 1521 1456 244 164 1402 138 1264 244 120 1020
is_linear=0
shrinkage=0.00265391


Tree=1902
num_leaves=12
num_cat=0
split_feature=3 0 1375 15 48 0 52 160 48 150 3
split_gain=4.13968 2.16605 1.7981 1.78814 2.01342 2.45595 1.93588 1.76474 1.46843 1.45588 1.64971
threshold=0.31370500000000007 -0.22607999999999998 -1.0000000180025095e-35 -0.42075999999999997 0.084725000000000009 -0.14822499999999997 0.10671500000000002 0.058040000000000008 0.11013500000000002 0.086730000000000015 -0.13795999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -6 10 -7
right_child=-2 2 3 4 6 9 -8 -9 -10 -11 -12
leaf_value=-0.00062696823111487658 -0.001553542301034093 0.0031374354554738475 -0.0003988648413489815 0.0037483585584128782 0.0021874979478342534 0.002998910573980604 -0.0017002095328509251 -0.00079866192043005584 -0.00020675940781650666 -0.00038075157572732852 0.0013714351797794672
leaf_weight=94 87 83 99 74 139 106 56 73 57 69 1414
leaf_count=94 87 83 99 74 139 106 56 73 57 69 1414
internal_value=0 0.00124058 0.00132154 0.00124926 0.0013314 0.00150832 0.000425724 0.000868796 0.00149052 0.00140392 0.00148502
internal_weight=0 2264 2170 2087 1988 1663 325 269 196 1589 1520
internal_count=2351 2264 2170 2087 1988 1663 325 269 196 1589 1520
is_linear=0
shrinkage=0.0125729


Tree=1903
num_leaves=10
num_cat=0
split_feature=3 49 1452 1375 158 34 151 151 4
split_gain=2.86381 1.95983 1.56173 1.33544 1.38268 1.01859 1.31813 1.55228 1.2876
threshold=0.31370500000000007 -0.15498999999999999 0.086765000000000023 -0.13067499999999996 0.112085 -0.078549999999999995 -0.086654999999999982 -0.091874999999999984 0.26900000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 -8
right_child=-2 2 -4 4 -6 6 8 -9 -10
leaf_value=-0.001097369869286575 -0.0010811689889659985 -0.00081111681357065048 0.00223251258780496 0.0022740243497701364 0.0024694758745652224 0.00065477475503846437 0.00097858044296439102 -0.0015880607906918062 2.3236849988216346e-05
leaf_weight=55 87 52 95 54 60 96 1626 53 173
leaf_count=55 87 52 95 54 60 96 1626 53 173
internal_value=0 0.000863352 0.000912221 0.000852836 0.000894852 0.000847605 0.000808006 -0.000142259 0.000886773
internal_weight=0 2264 2209 2114 2062 2002 1948 149 1799
internal_count=2351 2264 2209 2114 2062 2002 1948 149 1799
is_linear=0
shrinkage=0.0105204


Tree=1904
num_leaves=19
num_cat=0
split_feature=1 159 16 52 47 13 15 47 15 160 1186 147 129 15 159 159 13 159
split_gain=2.67115 1.4492 1.60638 2.88213 2.58327 4.59487 1.49122 1.44327 2.45655 1.41051 1.2212 1.19201 1.06705 1.055 1.04577 1.76808 1.34333 0.825724
threshold=0.098370000000000027 0.11238500000000001 -0.14169499999999999 -0.24526499999999998 1.0000000180025095e-35 -0.0018299999999999998 -0.087734999999999994 0.090100000000000013 -0.42075999999999997 -0.53327999999999987 0.081240000000000021 0.08598500000000002 0.048480000000000009 -0.050004999999999994 0.091625000000000026 0.065430000000000016 -0.10899499999999999 0.108225
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 7 -4 5 6 -5 8 -2 -1 11 12 14 -14 15 16 -11 -16
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 -13 13 -15 17 -17 -18 -19
leaf_value=-0.00067328232064826812 -0.00029854727572291474 0.0018251856960561112 0.00097416171576746545 -0.0021338322811890161 0.00060655699879849992 -0.00468367036892394 0.00041932520428039058 -0.0010082440784704291 0.0022797511976370157 0.0027806462567624246 0.0026750569460918822 -0.00070981018267785164 0.0011317965086774155 -0.00070200373977135039 0.0031291742033324314 -0.0008265866845034082 0.0010085974848555702 0.0012658144246574525
leaf_weight=66 86 54 103 52 66 54 63 53 99 56 52 53 71 87 53 63 1152 68
leaf_count=66 86 54 103 52 66 54 63 53 99 56 52 53 71 87 53 63 1152 68
internal_value=0 7.62775e-05 -8.74758e-05 -0.000582397 -0.00126514 -0.0019968 -0.00073411 0.000614895 0.00108055 0.000926157 0.000990013 0.000935277 0.000991606 0.000121291 0.00109031 0.000995709 0.00109084 0.00208298
internal_weight=0 630 576 338 235 169 115 238 185 1721 1655 1603 1550 158 1392 1271 1208 121
internal_count=2351 630 576 338 235 169 115 238 185 1721 1655 1603 1550 158 1392 1271 1208 121
is_linear=0
shrinkage=0.0111644


Tree=1905
num_leaves=17
num_cat=0
split_feature=4 3 123 12 3 0 0 14 0 0 4 160 43 4 1454 4
split_gain=124.674 37.7175 32.9025 7.22392 6.955 6.05738 5.64562 4.50118 3.79757 6.42095 7.84725 3.57003 4.72933 4.46364 2.86181 1.42674
threshold=0.30163500000000004 0.30112000000000005 0.081180000000000016 0.11589000000000001 0.13772500000000001 -0.099059999999999995 -0.068669999999999995 0.019675000000000002 -0.079249999999999987 -0.10075499999999998 0.0034000000000000007 -0.073224999999999985 -0.07520499999999998 -0.012089999999999998 0.081220000000000014 0.50934500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -2 -4 8 9 10 -1 12 -10 -13 -11 -7
right_child=4 -3 6 -5 -6 15 -8 -9 11 14 -12 13 -14 -15 -16 -17
leaf_value=0.0023402875752497774 0.0021032155419075113 0.001003749248682661 0.0024547110768792578 0.0026933865844166222 0.0004283666820182559 0.00081049780430630784 0.0012480170241505276 0.0041456635208208421 0.0022073149080294521 0.0036433865496169533 0.0034444141324652742 0.0034563740591909949 0.0033486273611140803 0.0028361641035761316 0.0029863963093171822 0.0013957939858118456
leaf_weight=70 76 53 63 101 57 56 52 64 52 870 146 443 55 106 52 68
leaf_count=70 76 53 63 101 57 56 52 64 52 870 146 443 55 106 52 68
internal_value=0 0.0032595 0.00331713 0.00339976 0.00126323 0.00150102 0.00190933 0.00343814 0.00341288 0.00350776 0.00308673 0.00324825 0.00279424 0.00333668 0.00360636 0.0011317
internal_weight=0 2127 2074 1959 257 200 115 1858 1794 1138 216 656 107 549 922 124
internal_count=2384 2127 2074 1959 257 200 115 1858 1794 1138 216 656 107 549 922 124
is_linear=0
shrinkage=0.00270699


Tree=1906
num_leaves=15
num_cat=0
split_feature=4 123 2 160 150 43 0 16 376 0 4 0 43 51
split_gain=64.12 23.6887 12.9535 5.12919 4.64042 10.0373 7.43216 4.05373 4.05127 3.49171 3.22289 2.47298 1.42513 0.588343
threshold=0.30163500000000004 0.081180000000000016 0.13712500000000002 -1.0000000180025095e-35 0.081245000000000026 -0.046639999999999994 -0.14989499999999997 -0.51433499999999988 0.083785000000000012 -0.10891999999999999 0.0034000000000000007 -0.085719999999999977 -0.012149999999999999 -0.082979999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 13 -1 -5 -3 -8 11 -11 -12 -6
right_child=3 8 -4 7 5 -7 9 -9 -10 10 12 -13 -14 -15
leaf_value=0.0029326122733232922 0.0014963431938490744 0.0017017355111054692 0.0013063884601736079 0.0011511850174073276 0.0025959318908685323 0.0013756346774374652 0.0018727767837807691 0.00047461477761607499 0.00087734834096158461 0.0025168127667155155 0.0019475473020859795 0.0022958090534809139 0.0023247668714298808 0.0022486487158580796
leaf_weight=97 74 54 72 85 52 86 99 98 71 363 161 943 77 52
leaf_count=97 74 54 72 85 52 86 99 98 71 363 161 943 77 52
internal_value=0 0.00219075 0.00225049 0.000992766 0.0022857 0.0019488 0.00232247 0.000789001 0.00123368 0.00228644 0.00231294 0.00235726 0.00206969 0.00242252
internal_weight=0 2127 2002 257 1930 190 1740 183 125 1643 1544 1306 238 104
internal_count=2384 2127 2002 257 1930 190 1740 183 125 1643 1544 1306 238 104
is_linear=0
shrinkage=0.00226508


Tree=1907
num_leaves=13
num_cat=0
split_feature=10 0 151 51 15 50 1 47 51 475 150 13
split_gain=4.86563 2.68915 1.94249 1.38385 1.93042 1.66979 1.56744 1.79787 1.17433 1.82778 1.55552 0.876101
threshold=-1.0000000180025095e-35 -0.068669999999999995 -0.35113999999999995 -0.13881499999999999 -0.010999999999999998 -1.0000000180025095e-35 0.13251500000000002 0.10954500000000002 -0.091149999999999981 -0.082549999999999998 0.081245000000000026 -0.084024999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 8 -5 11 -11 -10
right_child=2 -3 3 6 -6 -7 -8 -9 9 10 -12 -13
leaf_value=0.00049428599746289311 0.0030150329200097727 -0.0028131900782528527 0.00012967213451615624 -0.00032086112716269365 0.0035725412038327383 0.0024241165822136827 0.0022394372672517762 -0.0011416687987104675 0.0014303897131655397 0.00097852966152618573 -4.2604992086679993e-05 0.0033224332199955037
leaf_weight=56 58 62 82 92 56 71 99 54 68 1430 204 52
leaf_count=56 58 62 82 92 56 71 99 54 68 1430 204 52
internal_value=0 -0.00124255 0.00103677 0.000984752 0.00183273 0.00119518 0.000896035 0.000825975 0.000883597 0.000946839 0.000850973 0.00225125
internal_weight=0 118 2266 2208 209 153 1999 1900 1846 1754 1634 120
internal_count=2384 118 2266 2208 209 153 1999 1900 1846 1754 1634 120
is_linear=0
shrinkage=0.0109455


Tree=1908
num_leaves=16
num_cat=0
split_feature=45 43 97 160 13 0 50 2 2 52 43 13 13 0 160
split_gain=3.88356 3.76292 2.95572 1.9954 2.69079 3.39131 1.68097 1.7976 1.75813 1.50111 1.44445 1.27456 1.71236 0.741017 0.27161
threshold=1.0000000180025095e-35 -0.50504499999999986 -0.0047149999999999996 -0.090189999999999979 -0.089024999999999979 -0.059914999999999989 0.11875500000000001 0.14271500000000001 0.084095000000000017 0.08321000000000002 -0.0081349999999999981 -0.085164999999999977 -0.081029999999999977 -0.093384999999999982 -0.40907999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 5 9 7 8 -6 10 -5 13 -13 -4 -14
right_child=-2 2 3 4 6 -7 -8 -9 -10 -11 -12 12 14 -15 -16
leaf_value=-0.0020544001832763451 0.0035123978177165525 -0.0017050213806411784 0.0015163856458126803 -0.0007508956127833615 0.0014022183109309279 -0.002609108690925504 -0.00092199220780370518 0.0026471305157405802 0.00059882885099674544 -0.0011034155469971274 0.0011728499325913452 -0.00046920973933447743 0.0020337158730094058 0.0031728194422094998 0.0011904659138114147
leaf_weight=53 52 52 55 56 403 52 56 60 1035 66 160 58 78 61 87
leaf_count=53 52 52 55 56 403 52 56 60 1035 66 160 58 78 61 87
internal_value=0 0.000661908 0.000725127 0.000781919 0.000650993 -0.000188633 0.000831524 0.000897149 0.000824056 0.000257306 0.000673591 0.00151077 0.00105375 0.00238839 0.00158976
internal_weight=0 2332 2279 2227 1888 334 1554 1498 1438 282 216 339 223 116 165
internal_count=2384 2332 2279 2227 1888 334 1554 1498 1438 282 216 339 223 116 165
is_linear=0
shrinkage=0.0103142


Tree=1909
num_leaves=15
num_cat=0
split_feature=15 40 52 49 49 15 15 14 132 16 16 49 15 133
split_gain=54.7884 20.4805 11.6363 8.11889 9.30824 6.64304 2.83808 2.80781 3.50028 3.8084 2.70123 1.76034 1.45425 1.47807
threshold=-0.24269999999999997 -0.026419999999999996 0.060365000000000009 -0.042269999999999995 -0.072214999999999988 -0.42759999999999992 -0.086599999999999996 0.062655000000000016 0.082150000000000015 -0.031434999999999998 -0.49181999999999998 -0.12807999999999997 -0.14765999999999999 0.078935000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 11 -1 -2 8 10 -10 -5 -3 -12 -14
right_child=1 3 -4 7 -6 -7 -8 -9 9 -11 12 -13 13 -15
leaf_value=0.0012662264960070634 0.0021432939821937839 0.0029283037829469318 0.0022698081022890721 0.0022323388870844917 0.0015071563206973456 7.7407044498013075e-05 0.0014499548860747882 0.0034147217405139821 0.0027650374701818025 0.0019199918717982658 0.0032978680200546492 0.0023724743082188804 0.0027827565129307447 0.002966669472679955
leaf_weight=85 85 84 53 52 76 58 89 57 97 66 55 85 947 495
leaf_count=85 85 84 53 52 76 58 89 57 97 66 55 85 947 495
internal_value=0 0.00268031 0.0011861 0.00275732 0.00229486 0.00078425 0.00178882 0.00282135 0.00280158 0.00242305 0.0028414 0.00264892 0.00286253 0.00284591
internal_weight=0 2188 196 2014 245 143 174 1769 1712 163 1549 169 1497 1442
internal_count=2384 2188 196 2014 245 143 174 1769 1712 163 1549 169 1497 1442
is_linear=0
shrinkage=0.00270699


Tree=1910
num_leaves=13
num_cat=0
split_feature=148 3 159 160 49 3 3 41 480 159 52 159
split_gain=1.41151 2.70677 1.80972 2.72435 2.39001 1.75822 2.29423 1.09658 1.92668 1.20847 0.9099 1.62513
threshold=-0.043434999999999994 -0.046329999999999989 0.087395000000000014 -0.080384999999999984 0.14321000000000003 0.30112000000000005 0.097710000000000005 0.083975000000000008 -0.068944999999999992 0.077610000000000012 -0.10271999999999999 0.11819000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 -2 -10 -5 -12
right_child=2 -3 3 10 -6 -7 -8 -9 9 -11 11 -13
leaf_value=0.001099946452714236 0.0030972920629964407 -0.0021345721532793757 -0.0013544398864296281 -0.00021746191144982817 -0.00098730662063302378 -0.00086601077747062083 0.0028932533300619991 -0.00045566158571405023 0.00095876391891930074 0.0024641494898248926 0.0026449267217310913 0.00010094312789379253
leaf_weight=68 53 53 100 59 68 53 80 55 1580 64 60 56
leaf_count=68 53 53 100 59 68 53 80 55 1580 64 60 56
internal_value=0 -0.000315879 0.000873495 5.8035e-05 0.00098826 0.00105959 0.00111536 0.00103411 0.00108246 0.00101744 0.000865818 0.00141778
internal_weight=0 121 2228 275 1953 1885 1832 1752 1697 1644 175 116
internal_count=2349 121 2228 275 1953 1885 1832 1752 1697 1644 175 116
is_linear=0
shrinkage=0.0107308


Tree=1911
num_leaves=19
num_cat=0
split_feature=1 14 0 2 51 41 15 1 2 2 130 1212 1 0 3 3 0 3
split_gain=2.68503 2.29324 1.50912 1.87417 1.36566 2.67402 2.62044 4.67857 1.49122 1.35112 1.34137 1.34603 1.32384 0.973464 0.921943 0.815686 0.518553 0.283584
threshold=0.11846000000000002 -0.10708499999999999 -0.0088949999999999984 0.15398500000000001 -0.079404999999999989 0.082095000000000015 -0.008094999999999998 0.095695000000000016 -0.013254999999999998 0.13538500000000001 -0.074144999999999989 0.037395000000000005 0.083835000000000007 -0.085384999999999975 -0.086049999999999988 -1.0000000180025095e-35 -0.07081999999999998 -0.0072299999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 6 8 12 -8 -6 17 -10 15 13 -3 -13 -12 -15 -2
right_child=2 4 -4 -5 5 -7 7 -9 10 -11 11 14 -14 16 -16 -17 -18 -19
leaf_value=0.0030331543858247135 0.00075364163113433619 0.0023138453331228116 -0.0019301111296487377 0.0018521572850556587 0.0027226019438670412 -0.0014973046223831583 -0.003570551610705101 0.00087934367583865933 0.0022833970493299082 -0.0019165233596407536 0.00057800610219644678 0.002246514698201362 -0.00071537317274140012 -0.00010507331002457269 0.00094125716409447393 0.001431958171418163 0.0013600962059340132 -0.0003126130333334296
leaf_weight=52 52 62 54 52 53 53 52 57 76 52 1109 115 52 55 137 146 56 64
leaf_count=52 52 62 54 52 53 53 52 57 76 52 1109 115 52 55 137 146 56 64
internal_value=0 0.00080735 -0.000322595 7.1457e-05 0.00075008 0.000874075 0.000122709 -0.00124249 0.000950969 -0.00047903 0.000891581 0.000821314 0.000784581 0.0012361 0.00153737 0.000677442 0.000633079 0.000164376
internal_weight=0 2075 274 220 2023 1689 334 109 1636 168 1583 1507 225 173 252 1255 111 116
internal_count=2349 2075 274 220 2023 1689 334 109 1636 168 1583 1507 225 173 252 1255 111 116
is_linear=0
shrinkage=0.0107308


Tree=1912
num_leaves=23
num_cat=0
split_feature=15 149 151 147 0 14 16 16 47 2 16 42 2 15 159 12 0 0 402 15 42 15
split_gain=1.50488 2.06276 1.58565 2.61029 2.311 4.59109 2.90275 2.84683 2.00925 1.61987 2.26516 1.48386 1.32221 1.2455 1.12067 1.73972 1.0615 0.977149 0.484885 0.497514 0.889584 0.63077
threshold=0.086195000000000008 0.07770500000000001 -0.089594999999999994 0.087210000000000024 -0.07081999999999998 -0.072219999999999993 0.052915000000000011 -0.14169499999999999 0.078345000000000012 0.084275000000000003 -0.0058249999999999994 0.083795000000000022 0.10559 0.08765000000000002 1.0000000180025095e-35 0.08598500000000002 -0.071719999999999992 -0.077639999999999987 -1.0000000180025095e-35 0.091735000000000025 -0.013204999999999998 0.11699500000000002
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 2 11 4 5 -4 7 -6 12 10 -7 -1 -8 -2 15 -15 18 -11 -17 20 -20 -21
right_child=13 -3 3 -5 6 9 8 -9 -10 17 -12 -13 -14 14 -16 16 -18 -19 19 21 -22 -23
leaf_value=0.0022773061352348088 0.0021853439872501217 0.0021950182641506865 0.0034447292070787761 -0.0017979217189191686 0.00028851328912618584 0.00060671511243643155 0.0017128036024405314 -0.0025396506688676926 -0.0013578522512246332 0.00023762964357671801 0.0029513884636020371 0.00016827787439719591 8.2655195670244846e-05 0.0024807589429274362 -0.00061786082914236644 0.0011762678188933623 0.0016419026609810713 -0.0012117444475343775 0.00067426599701171761 0.0010937374920005035 -0.0011035184339815765 -0.00029835406822236691
leaf_weight=80 78 64 56 66 62 234 92 97 60 590 54 64 125 68 54 75 101 54 57 103 63 52
leaf_count=80 78 64 56 66 62 234 92 97 60 590 54 64 125 68 54 75 101 54 57 103 63 52
internal_value=0 0.000378282 0.000307057 0.000207085 0.000300091 0.000576153 -0.000325228 -0.00143615 0.000312053 0.000403674 0.00104672 0.00134072 0.000774285 0.000961764 0.000795011 0.000942228 0.00071001 0.000115927 0.000440778 0.000239789 -0.000258153 0.000626003
internal_weight=0 1698 1634 1490 1424 988 436 159 277 932 288 144 217 651 573 519 451 644 350 275 120 155
internal_count=2349 1698 1634 1490 1424 988 436 159 277 932 288 144 217 651 573 519 451 644 350 275 120 155
is_linear=0
shrinkage=0.0103142


Tree=1913
num_leaves=12
num_cat=0
split_feature=4 15 457 48 16 15 49 42 16 43 4
split_gain=2.1038 3.57817 1.44354 1.58103 1.89369 1.42421 1.17168 1.42472 2.50054 1.70667 0.836949
threshold=0.50373500000000015 -0.4680149999999999 0.11251000000000001 -0.087924999999999989 -0.52595999999999987 -0.14899999999999999 0.11580500000000001 0.097405000000000019 0.0031900000000000006 -0.46848499999999998 0.024315000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 9 -9 -7 -8
right_child=1 -3 -4 4 5 6 10 8 -10 -11 -12
leaf_value=0.0025654139797344302 0.00078232590040404467 -0.0030473511610138383 -0.0013448798208404726 -0.001092462319344883 0.0020518948142836525 -0.0015002094275399424 0.00048535211551888052 0.0008285175547509873 0.0037298124374676735 0.00062355062612370362 -0.0015630416610041317
leaf_weight=59 78 61 52 89 100 55 54 164 56 1523 58
leaf_count=59 78 61 52 89 100 55 54 164 56 1523 58
internal_value=0 -0.000897414 0.000604963 0.000652005 0.000598162 0.000673083 0.000600828 0.000674098 0.0015676 0.000549448 -0.000574294
internal_weight=0 139 2210 2158 2099 2010 1910 1798 220 1578 112
internal_count=2349 139 2210 2158 2099 2010 1910 1798 220 1578 112
is_linear=0
shrinkage=0.0118477


Tree=1914
num_leaves=24
num_cat=0
split_feature=3 3 43 2 16 43 2 16 14 16 123 0 481 0 160 3 3 12 43 3 51 3 484
split_gain=69.0713 28.7547 20.752 17.3269 9.21998 7.86263 7.60414 6.32759 4.31153 4.33387 3.18436 2.79869 2.37244 1.71788 3.43403 1.53508 1.15638 0.995116 0.958538 1.84005 1.55622 0.876395 1.23141
threshold=-0.058704999999999993 0.31299000000000005 -0.031974999999999996 0.10644500000000001 -0.0088649999999999996 -0.095244999999999982 0.12454500000000002 -1.0000000180025095e-35 0.076175000000000007 -0.18776499999999999 0.088305000000000008 -0.22384499999999996 -0.065834999999999991 -0.073574999999999988 -0.0039899999999999988 -0.011259999999999997 -0.082744999999999985 0.091200000000000017 -0.082389999999999977 -0.092474999999999988 -0.08373499999999999 -0.081784999999999983 -0.081684999999999994
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 5 7 -5 -2 8 11 9 17 15 -4 21 18 -15 -7 -16 -1 20 -20 -14 22 -11
right_child=1 -3 3 4 -6 10 -8 -9 -10 12 -12 -13 13 14 16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0027258751553819005 0.0024189110566465452 0.00046222203889960769 0.0022437744374226107 0.0024316650726111471 0.00091212685422254044 0.0011714417935816846 0.0019951415602547044 0.0037572901328212275 0.0038203655021212036 0.0032332452978604312 0.00066663910358062835 0.0031022157160499404 0.0036463002572533943 0.0021879177184193836 0.0031453656635455833 0.0018166136692239028 0.0027672590566751201 0.0022066476258768056 0.0025099134374808284 0.0030601387232757076 0.0031155342084834962 0.0030827622168893413 0.0038386370493673555
leaf_weight=70 58 91 53 79 53 61 57 79 55 56 56 71 54 54 141 57 122 52 53 617 253 54 53
leaf_count=70 58 91 53 79 53 61 57 79 55 56 56 71 54 54 141 57 122 52 53 617 253 54 53
internal_value=0 0.00193224 0.00216812 0.00261662 0.00182178 0.00152036 0.00300785 0.00313332 0.00304316 0.00301607 0.00122067 0.00273554 0.00305886 0.00301831 0.00283694 0.00148335 0.00297008 0.00250481 0.00307713 0.00301666 0.00320899 0.00338061 0.00352789
internal_weight=0 658 567 335 132 232 1691 203 1634 1579 174 124 1457 1294 317 118 263 122 977 670 307 163 109
internal_count=2349 658 567 335 132 232 1691 203 1634 1579 174 124 1457 1294 317 118 263 122 977 670 307 163 109
is_linear=0
shrinkage=0.00281635


Tree=1915
num_leaves=29
num_cat=0
split_feature=1 4 11 1 2 16 14 2 1 16 16 4 4 16 133 13 1 2 2 13 403 13 13 133 16 133 4 2
split_gain=105.061 18.2253 10.6204 13.36 7.82515 5.97359 7.84374 5.91668 8.25641 4.42079 4.39876 3.95796 2.85277 3.2618 2.48885 3.00955 2.48812 2.1414 1.97701 4.17836 1.33874 0.948843 2.39863 1.67287 0.904677 0.893828 0.847007 0.530534
threshold=0.109225 0.41257000000000005 1.0000000180025095e-35 0.10061500000000002 1.0000000180025095e-35 -0.49181999999999998 -0.36617499999999997 0.089045000000000013 0.088595000000000021 -0.042349999999999992 0.034535000000000003 0.00077000000000000018 -0.0065299999999999993 -0.0063399999999999993 0.032620000000000003 -0.077759999999999982 0.083835000000000007 0.096685000000000007 0.082885000000000014 -0.0070899999999999991 -0.011089999999999997 -0.0042049999999999995 0.055020000000000006 -0.0059799999999999992 0.00088000000000000003 -0.0068049999999999994 -0.082634999999999986 0.092735000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 -2 -3 -7 12 14 -5 -4 -6 18 16 21 27 -14 -17 19 25 26 23 -23 -9 -22 -1 -20 -16
right_child=1 5 10 9 11 6 -8 8 -10 -11 -12 -13 13 -15 15 17 -18 -19 20 -21 24 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0024894892924421431 0.0018491817395173095 0.00086985523286354485 0.0024061444930666346 0.0019414611723039892 0.0013460431475498652 0.00061097285078034861 -0.0006614553778352836 0.0020355103506358328 0.0012477732814856314 0.0010763648422604146 0.0032500955375397334 0.00051661385128316079 0.0026861598959318361 0.0031171562519919241 0.0024168888048535344 0.0024150206862607782 0.0020408973468965582 0.0019147931463460875 0.0023535067655262028 0.0015859550700684847 0.0024270638721041837 0.002526318352978328 0.0018676385413367946 0.0015438591410032647 0.0027826284072581206 0.0021705741855288225 0.0020456137523410154 0.0027361695612718494
leaf_weight=80 101 73 68 61 72 57 55 133 65 78 76 62 85 54 59 83 59 125 152 64 211 57 74 58 53 148 81 67
leaf_count=80 101 73 68 61 72 57 55 133 65 78 76 62 85 54 59 83 59 125 152 64 211 57 74 58 53 148 81 67
internal_value=0 0.000899368 0.00222243 0.00217335 0.00134368 0.000334837 -1.36512e-05 0.0022317 0.00206588 0.0014562 0.00285174 0.000962469 0.0023528 0.00261169 0.0021469 0.00229279 0.00242196 0.00211453 0.0022878 0.00212999 0.00238047 0.00199549 0.00215444 0.00188635 0.00249854 0.00228259 0.00224658 0.00258687
internal_weight=0 420 1991 1847 235 185 112 1708 721 139 144 134 987 198 656 334 144 208 789 292 497 322 131 191 264 228 233 126
internal_count=2411 420 1991 1847 235 185 112 1708 721 139 144 134 987 198 656 334 144 208 789 292 497 322 131 191 264 228 233 126
is_linear=0
shrinkage=0.00240373


Tree=1916
num_leaves=18
num_cat=0
split_feature=4 2 2 124 13 4 13 51 15 150 133 160 160 52 2 2 1454
split_gain=103.364 31.4988 14.8041 13.526 10.5807 7.9973 6.62444 5.60151 5.45092 5.23593 5.03766 4.12192 3.83802 2.96607 2.72645 3.25101 1.50455
threshold=0.30163500000000004 0.14106500000000002 0.14794000000000004 -0.043384999999999993 -0.16392499999999996 -0.090609999999999982 -0.0021749999999999994 -0.065539999999999987 0.022565000000000005 0.081245000000000026 0.086505000000000012 -0.067104999999999984 -1.0000000180025095e-35 -0.11333999999999998 0.096685000000000007 0.11084500000000001 0.081720000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 10 -5 8 14 -8 13 11 -1 -2 -9 -6 16 -16 -7
right_child=2 -3 -4 4 5 6 7 12 -10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.0022451397327818744 0.0015022590527584308 0.00096060163507536778 -0.00028379882840139542 0.001717125553654318 0.0031428677739964448 0.0028046606489889386 0.0017735795982030179 0.0030301023282020547 0.0035697039084893281 0.0018746449612033382 0.0012306640523617074 0.00063443382827710522 0.0023620844569213081 0.002411391013804675 0.0021685014918597176 0.0028419977601069359 0.0023728815251785901
leaf_weight=75 54 74 54 70 77 1014 81 70 103 52 52 94 238 64 107 78 54
leaf_count=75 54 74 54 70 77 1014 81 70 103 52 52 94 238 64 107 78 54
internal_value=0 0.00256455 0.000877724 0.00262152 0.0026729 0.00270836 0.00264548 0.00235989 0.0031314 0.00119147 0.00182997 0.000951253 0.00251399 0.00281104 0.00273412 0.00245261 0.00278285
internal_weight=0 2157 254 2083 1956 1886 1642 389 244 200 127 148 308 141 1253 185 1068
internal_count=2411 2157 254 2083 1956 1886 1642 389 244 200 127 148 308 141 1253 185 1068
is_linear=0
shrinkage=0.00250084


Tree=1917
num_leaves=10
num_cat=0
split_feature=10 11 49 49 151 147 4 1186 4
split_gain=4.52264 3.43324 2.45605 1.64956 2.0097 1.3187 1.19639 1.01254 1.41385
threshold=-0.092019999999999977 0.08976000000000002 0.15266500000000002 -0.088434999999999986 0.015440000000000001 0.08955500000000001 -0.011964999999999998 0.084505000000000011 0.50373500000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 7 -2 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0021405322678645336 0.0030589085542450131 0.0032218516901332266 -0.0015071967428440507 0.00065496373321234451 -0.0012660295119334458 0.0022356333950181934 0.00097903182379525488 0.0020609115922673401 -0.00058876565730060391
leaf_weight=64 53 58 58 1826 61 58 73 53 107
leaf_count=64 53 58 58 1826 61 58 73 53 107
internal_value=0 0.000693609 0.000629497 0.000685096 0.000615028 0.00067122 0.00185479 0.000625475 0.00058606
internal_weight=0 2347 2289 2231 2105 2044 126 1986 1933
internal_count=2411 2347 2289 2231 2105 2044 126 1986 1933
is_linear=0
shrinkage=0.0105204


Tree=1918
num_leaves=13
num_cat=0
split_feature=0 147 4 15 4 12 0 43 0 3 151 0
split_gain=2.93327 2.75419 2.43174 3.92865 1.61314 2.89626 1.53214 1.3475 1.05425 1.58874 1.15073 0.791886
threshold=-0.22607999999999998 0.090830000000000008 0.40124500000000002 -0.46503999999999995 -0.42305999999999994 0.092615000000000017 -0.026509999999999995 -0.50149499999999991 -0.13314999999999996 0.021805000000000001 -0.064119999999999996 -0.073399999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -6 9 -9 -10 -5
right_child=1 -3 3 11 6 -7 -8 8 10 -11 -12 -13
leaf_value=-0.0012362607103383928 0.0026580015506514395 0.0027328634129943179 0.00092499966995972509 -0.00098648632466509577 0.0020460418229103585 -0.0002273718805681014 -0.00076738552310684992 -0.000949316997352895 0.001260999653886965 0.00097836490229629997 0.00050143078977759399 -0.0026789373793025704
leaf_weight=91 89 53 92 53 57 52 84 104 218 66 1400 52
leaf_count=91 89 53 92 53 57 52 84 104 218 66 1400 52
internal_value=0 0.000542286 0.000491027 -0.000540551 0.000589252 0.00159316 0.000515817 0.000574296 0.00052732 -0.000200312 0.000603835 -0.00182564
internal_weight=0 2320 2267 197 2070 141 1929 1845 1788 170 1618 105
internal_count=2411 2320 2267 197 2070 141 1929 1845 1788 170 1618 105
is_linear=0
shrinkage=0.00971926


Tree=1919
num_leaves=13
num_cat=0
split_feature=10 480 482 3 4 15 10 4 1446 48 4 158
split_gain=2.97277 1.51041 1.29528 1.74181 2.21191 5.59086 1.25574 1.23469 1.0488 1.53291 2.45115 1.10685
threshold=-0.092019999999999977 -0.068944999999999992 0.097035000000000024 0.091170000000000015 -0.030434999999999993 -0.049279999999999997 0.039530000000000003 0.080165000000000014 0.091180000000000011 0.085510000000000017 -0.015789999999999995 0.085030000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 7 8 -6 9 11 -11 -3
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0019197027732269351 0.0021713514103574483 0.00030076552507393326 0.0017907850258721005 0.0010232863756886939 0.0013811738133065537 -0.0042231778236319281 0.0022291774374454936 -0.00083362875073816119 -0.00095334061236268086 0.0034365223943060128 0.0007794534801778487 0.0013293077192851712
leaf_weight=64 67 1392 89 88 55 52 53 73 61 54 219 144
leaf_count=64 67 1392 89 88 55 52 53 73 61 54 219 144
internal_value=0 0.000518688 0.000470071 0.000416368 -0.000426594 -0.00113609 0.00053391 0.000117113 0.000485798 0.000534393 0.00130546 0.000397269
internal_weight=0 2347 2280 2191 268 180 1923 128 1870 1809 273 1536
internal_count=2411 2347 2280 2191 268 180 1923 128 1870 1809 273 1536
is_linear=0
shrinkage=0.0111644


Tree=1920
num_leaves=22
num_cat=0
split_feature=4 2 150 2 39 2 16 43 4 0 0 0 4 4 16 0 0 1454 43 1456 43
split_gain=88.1608 22.7627 25.0481 8.68635 8.16978 7.98095 3.84329 3.7886 3.07553 2.66312 2.20239 2.51355 2.6987 2.15624 2.58355 2.13871 2.08149 1.58713 1.41518 1.15259 0.368989
threshold=0.30163500000000004 0.10060500000000001 0.081245000000000026 -0.007134999999999999 0.0041750000000000008 0.13673000000000005 0.52822500000000006 -0.049914999999999994 -0.085629999999999984 -0.080689999999999984 -0.088099999999999984 -0.042364999999999993 -0.088499999999999981 0.043850000000000007 -0.36241499999999999 -0.032619999999999989 -0.11208499999999998 0.081720000000000015 0.00037500000000000006 -1.0000000180025095e-35 -0.049364999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 7 9 -2 10 -3 -5 12 -12 16 -15 18 -10 19 -11 -18 -16
right_child=5 2 -4 8 -6 -7 -8 -9 13 15 11 -13 -14 14 20 -17 17 -19 -20 -21 -22
leaf_value=0.0020261238661599015 0.00091415709423754471 0.0021195174154785695 0.000881201412212003 0.0036196465406209818 0.0015296439643192918 0.00040925067583388349 0.0031653339078119205 0.0017056485742543471 0.002475218577997919 0.0029969024222660035 0.0024364175897699063 0.0034099241681834606 0.0031343944259631749 0.0030195431493361792 0.0021914646417187491 0.0022176808993897945 0.0032101214214641893 0.0025094151406687918 0.0024691055763111452 0.0029133770020708435 0.0024960943858617439
leaf_weight=78 64 90 76 52 52 77 67 103 75 95 63 77 86 56 55 55 97 59 52 843 54
leaf_count=78 64 90 76 52 52 77 67 103 75 95 63 77 86 56 55 55 97 59 52 843 54
internal_value=0 0.00271002 0.00222707 0.00285746 0.00247587 0.00108916 0.00261285 0.00140249 0.00290018 0.00248599 0.0031436 0.00303394 0.00283946 0.00284555 0.00257254 0.00264914 0.00288746 0.00291839 0.00281038 0.00294403 0.00234263
internal_weight=0 2082 487 1595 411 244 359 167 1517 292 278 226 149 1239 165 202 1074 999 147 940 109
internal_count=2326 2082 487 1595 411 244 359 167 1517 292 278 226 149 1239 165 202 1074 999 147 940 109
is_linear=0
shrinkage=0.00255085


Tree=1921
num_leaves=22
num_cat=0
split_feature=1 1 1 14 47 3 15 52 15 52 4 4 15 13 13 51 51 43 1454 481 15
split_gain=91.7798 14.0207 12.3706 12.0703 7.7259 7.66078 7.50283 8.53653 7.15389 5.55652 3.86828 4.00185 2.68776 2.50753 3.45571 1.68567 1.48708 1.33939 1.15286 0.901025 0.890604
threshold=0.10932500000000002 0.12450500000000002 0.089840000000000017 0.062655000000000016 0.085505000000000012 -0.022604999999999997 0.087450000000000014 -0.092059999999999989 -0.41309499999999993 -0.043914999999999989 0.036620000000000007 0.17982000000000001 -0.04174499999999999 0.024780000000000003 0.15927500000000003 -1.0000000180025095e-35 0.11548000000000001 -0.040789999999999993 0.081220000000000014 -0.068614999999999982 0.035560000000000008
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=2 5 3 10 8 -2 7 -4 -3 -9 13 15 -11 16 20 -12 18 -8 19 -1 -15
right_child=1 4 6 -5 -6 -7 17 9 -10 12 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0027542710220641725 0.0019882168826827673 0.00074273109353922406 0.0023649909069610809 0.0035258042573955606 0.0013602114516867987 0.00097017289737969458 0.0021704768133626461 0.00085907417016445591 -0.00034107556672341541 0.0019937253892617275 0.0015409818808755709 0.0025897114958150758 0.0012804450882930995 0.0016674086184212209 0.0026200463792678307 0.0020915193468672381 0.0020845756337340925 0.0027045137728045621 0.0021612501525231152 0.0025035688098048285 0.0021237686490485062
leaf_weight=103 99 90 95 61 57 87 52 66 66 92 66 64 52 56 65 75 55 70 57 845 53
leaf_count=103 99 90 95 61 57 87 52 66 66 92 66 64 52 56 65 75 55 70 57 845 53
internal_value=0 0.00101042 0.00232831 0.00243529 0.000572145 0.00151218 0.00195244 0.00174249 0.000284026 0.00146075 0.00238905 0.00207007 0.00173634 0.00244201 0.00216259 0.00183401 0.00248786 0.00247711 0.0025099 0.00253084 0.00188955
internal_weight=0 399 1927 1500 213 186 427 305 156 210 1439 205 144 1234 174 141 1060 122 1005 948 109
internal_count=2326 399 1927 1500 213 186 427 305 156 210 1439 205 144 1234 174 141 1060 122 1005 948 109
is_linear=0
shrinkage=0.00250084


Tree=1922
num_leaves=19
num_cat=0
split_feature=2 30 2 2 150 14 0 2 13 0 150 156 2 49 13 0 2 0
split_gain=50.5431 15.8889 9.37264 8.64164 5.89378 5.51911 3.8989 3.64917 2.18187 1.95255 2.09192 1.92889 1.83605 1.80194 1.67385 1.44217 0.699425 0.710142
threshold=0.11891500000000001 0.086065000000000016 0.16730000000000003 0.099675000000000014 1.0000000180025095e-35 0.076975000000000002 -0.085309999999999983 -0.10238999999999998 -0.08866499999999998 -0.11208499999999998 0.079825000000000021 0.087045000000000011 0.087855000000000003 0.0060900000000000008 -0.096444999999999989 -0.080689999999999984 0.10559 -0.049024999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 8 7 -2 -1 -5 12 14 -12 -9 -8 -11 -10 -17 -18
right_child=2 -3 -4 4 -6 -7 13 9 15 10 11 -13 -14 -15 -16 16 17 -19
leaf_value=0.0017707159845678246 0.0008731251421941179 0.00092003851315999191 0.00012265445832025375 0.0016528822079144908 0.0012274852271275504 0.0033131806157647883 0.0013596866551614185 0.0025122452234956154 0.0019889021832160811 0.0029558943697616333 0.0032695582463181986 0.0025267900753602919 0.0018187108294765405 0.0019790596440088688 0.0024604133947868779 0.0021328952639475211 0.0023499708182013932 0.0027600262999660763
leaf_weight=57 79 57 58 52 59 60 81 55 94 55 52 56 63 65 1193 52 83 55
leaf_count=57 79 57 58 52 59 60 81 55 94 55 52 56 63 65 1193 52 83 55
internal_value=0 0.00235819 0.00111291 0.00239945 0.00203351 0.00249029 0.00136804 0.00245802 0.00217495 0.00248458 0.00251435 0.00288469 0.00214222 0.00163564 0.00248227 0.00227044 0.00240957 0.00251361
internal_weight=0 2043 283 1986 395 1591 225 1531 336 1474 1356 108 118 146 1248 284 190 138
internal_count=2326 2043 283 1986 395 1591 225 1531 336 1474 1356 108 118 146 1248 284 190 138
is_linear=0
shrinkage=0.00276112


Tree=1923
num_leaves=12
num_cat=0
split_feature=15 4 15 4 15 16 0 4 4 15 15
split_gain=2.75991 2.76365 1.57299 2.09917 1.49227 1.3111 2.82691 4.08099 1.71479 0.886095 0.725069
threshold=0.13393000000000002 0.55608500000000005 -0.42759999999999992 0.41488500000000006 -0.22805999999999996 -0.23071499999999998 -0.11208499999999998 -0.048624999999999995 0.053455000000000009 -0.036064999999999993 -0.10753999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 9 7 -7 -8 10 -6
right_child=-2 -3 3 -5 5 6 8 -9 -10 -11 -12
leaf_value=0.0025552314072585878 -0.0012138739633123169 -0.001429092996032615 0.0026263692865244035 -0.00083611468130043317 0.0019887313331618632 0.0020196621914831741 0.001091369977301277 -0.0015174694017181282 -0.00013698347280456367 0.0028048317387078985 0.00032473397627061509
leaf_weight=68 69 54 60 72 66 52 1515 118 137 63 52
leaf_count=68 69 54 60 72 66 52 1515 118 137 63 52
internal_value=0 0.000921426 0.000979093 0.00092884 0.000990492 0.000941434 0.000856481 -0.000434863 0.000989435 0.00179598 0.0012564
internal_weight=0 2257 2203 2135 2063 2003 1822 170 1652 181 118
internal_count=2326 2257 2203 2135 2063 2003 1822 170 1652 181 118
is_linear=0
shrinkage=0.0105204


Tree=1924
num_leaves=17
num_cat=0
split_feature=1 10 1 457 1456 51 16 131 42 40 13 51 3 1454 484 15
split_gain=2.66497 3.27796 1.41039 3.19038 1.55657 1.66566 1.90101 1.42548 1.84412 1.42314 1.35775 0.968646 1.11825 1.14517 0.949545 0.189575
threshold=0.14641500000000005 -0.062879999999999978 0.085595000000000018 0.079590000000000008 -0.00059999999999999995 0.07955000000000001 -0.074254999999999988 0.080385000000000012 0.08975000000000001 -0.065969999999999987 -0.11122999999999998 0.11178000000000002 -0.055389999999999988 0.080340000000000009 0.087150000000000019 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -4 7 -7 9 -9 -6 -3 12 13 14 -12 -14
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 11 -13 15 -15 -16 -17
leaf_value=0.0030562890913459744 -0.0013483124574811239 0.0022158109729804292 0.0022579757841899931 -0.0013106865053981738 0.0025375405268018457 -0.0020878206204277159 0.0006324275296166837 0.00091658437615326665 -0.0012616244050835514 0.00075346699181691587 0.0007623850559516002 -0.00028485675379964922 0.0023086372294822827 -0.00065397679858381292 0.0018673014077240668 0.0014443612638734892
leaf_weight=61 64 74 53 103 52 52 53 81 78 383 947 78 52 54 87 54
leaf_count=61 64 74 53 103 52 52 53 81 78 383 947 78 52 54 87 54
internal_value=0 0.000743536 0.00067939 0.00035801 0.000586712 0.000459838 -0.000713715 0.000667466 -0.000151292 0.000966984 0.000883455 0.000805859 0.000877202 0.00078044 0.000855456 0.00186936
internal_weight=0 2262 2201 855 752 699 105 594 159 435 1346 1272 1194 1088 1034 106
internal_count=2326 2262 2201 855 752 699 105 594 159 435 1346 1272 1194 1088 1034 106
is_linear=0
shrinkage=0.0101119


Tree=1925
num_leaves=13
num_cat=0
split_feature=9 14 481 150 4 52 2 1186 52 47 13 1446
split_gain=2.1781 2.29964 1.72805 1.73749 1.83881 1.87964 1.52549 1.22066 1.20111 1.63332 0.788295 1.14058
threshold=-1.0000000180025095e-35 0.019675000000000002 -0.070419999999999996 0.12026500000000001 0.27161500000000005 0.047850000000000011 0.13247500000000004 0.083785000000000012 0.51400500000000016 0.12119500000000001 -0.085764999999999994 0.088360000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 7 6 -6 8 9 -4 -2 -12
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 -13
leaf_value=-0.0010870347630158889 0.00051913822103276917 0.0020552130369780814 0.00052018390043716831 0.0019289543771337124 -0.0018052783953159284 0.00095644252271760905 0.00013917243975557442 -0.00092548436191277304 -0.00069924052773436647 0.0021165154995467219 0.0027213415891149386 0.00091884615413066132
leaf_weight=71 62 88 1608 66 87 59 59 52 67 58 61 62
leaf_count=71 62 88 1608 66 87 59 59 52 67 58 61 62
internal_value=0 0.000573485 0.000515256 0.00043737 0.00038785 -0.000449846 -0.00101882 0.000484112 0.000526465 0.000575818 0.0013803 0.00181358
internal_weight=0 2329 2241 2056 1990 205 146 1785 1733 1666 185 123
internal_count=2400 2329 2241 2056 1990 205 146 1785 1733 1666 185 123
is_linear=0
shrinkage=0.00934185


Tree=1926
num_leaves=16
num_cat=0
split_feature=51 11 41 52 2 151 1 52 51 52 51 51 51 151 52
split_gain=1.23456 1.48822 2.65053 1.69124 2.88378 3.0183 2.10081 1.60915 1.83812 1.18719 3.09577 1.29321 0.715563 0.60251 0.0831481
threshold=-0.41109999999999997 0.08776500000000001 0.07831500000000001 -0.059354999999999991 -0.045829999999999989 0.086470000000000005 0.080270000000000022 -0.023079999999999996 0.10664000000000001 -0.51745999999999992 0.086090000000000014 -0.091829999999999981 -0.087539999999999993 -0.079059999999999978 -0.14198999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 7 12 -6 -9 -8 11 -11 -2 -14 -15
right_child=1 -3 -4 4 5 -7 9 8 -10 10 -12 -13 13 14 -16
leaf_value=0.0018844963802902264 0.00179211283917349 -0.00094484983844009295 0.0026009392858800909 0.0034257190318512849 0.0025597570914475034 -0.0021110697014872053 0.00068538092747901262 0.00074077876889037941 -0.00079915170931516314 -0.0033418455776064253 0.00092451316696843622 -0.0012027470580659168 0.0012185814527203894 -0.00042684464751298459 0.000187792744488162
leaf_weight=94 65 96 86 52 62 56 66 1261 119 62 74 111 72 67 57
leaf_count=94 65 96 86 52 62 56 66 1261 119 62 74 111 72 67 57
internal_value=0 0.000498766 0.000561532 0.000478898 0.000682352 0.000587037 -7.02787e-05 0.000691906 0.000607896 -0.000724996 -0.00110237 -0.00197009 0.000714396 0.000356344 -0.00014329
internal_weight=0 2306 2210 2124 1550 1498 574 1442 1380 313 247 173 261 196 124
internal_count=2400 2306 2210 2124 1550 1498 574 1442 1380 313 247 173 261 196 124
is_linear=0
shrinkage=0.0118477


Tree=1927
num_leaves=14
num_cat=0
split_feature=40 14 16 16 16 14 13 1 3 3 12 133 3
split_gain=4.2876 1.60511 3.27964 1.53112 1.80755 2.46731 1.76754 1.71086 3.16658 2.13637 1.59925 1.32573 0.672851
threshold=0.051255000000000002 -0.072219999999999993 -0.0037949999999999993 0.51148500000000008 0.25032500000000008 0.076175000000000007 -0.061199999999999991 0.085595000000000018 -0.096404999999999991 -0.116045 -0.077034999999999978 0.082925000000000013 -0.077384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 9 -9 -3 -10 -11 -5
right_child=-2 3 -4 12 6 -7 -8 8 10 11 -12 -13 -14
leaf_value=0.0033054964677469321 -0.0025220780094128699 0.0023757509321846314 -0.00024379115347491508 0.00089527254474418901 0.00027823550607122794 0.0023985387121712876 -0.0019408538395293471 -0.0018262328690506571 -0.00078033576069406173 0.00015984349166962462 0.0005173834029501348 0.00090075206430685259 0.0023786572854950679
leaf_weight=63 54 71 53 89 87 68 73 96 135 598 474 484 55
leaf_count=63 54 71 53 89 87 68 73 96 135 598 474 484 55
internal_value=0 0.000476006 0.00168287 0.000413177 0.000340678 0.000429974 -0.000733522 0.000357867 -5.02468e-05 0.000607505 0.000229527 0.00049137 0.00146262
internal_weight=0 2346 116 2230 2086 1926 160 1858 705 1153 609 1082 144
internal_count=2400 2346 116 2230 2086 1926 160 1858 705 1153 609 1082 144
is_linear=0
shrinkage=0.0105204


Tree=1928
num_leaves=25
num_cat=0
split_feature=1 1 150 1 457 2 2 47 4 0 0 0 4 2 51 43 4 158 403 43 4 0 0 52
split_gain=99.9154 17.664 9.92883 7.29777 8.8461 6.69532 5.32981 4.69599 3.91039 3.43668 2.89866 2.73942 4.32594 2.19344 1.694 3.41804 2.05583 3.45101 1.61663 2.47435 2.49074 1.57357 1.29589 0.765546
threshold=0.10915500000000002 0.12394500000000001 0.084680000000000019 0.09518500000000002 0.080930000000000016 0.11366500000000002 1.0000000180025095e-35 0.085505000000000012 -0.16772499999999999 -0.050379999999999994 -0.076209999999999986 -0.079249999999999987 -0.096364999999999992 0.14870000000000003 0.081440000000000026 -0.0038549999999999995 0.043850000000000007 0.07968500000000002 -0.088654999999999984 -0.11118499999999999 -0.26545999999999997 -0.095584999999999989 -0.065249999999999989 -0.046924999999999988
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 6 5 8 11 -2 13 -5 -7 -10 12 -1 22 16 -16 21 -18 -13 -20 -21 -14 -3 -22
right_child=1 7 -4 4 -6 9 -8 -9 10 -11 -12 18 14 -15 15 -17 17 -19 19 20 23 -23 -24 -25
leaf_value=0.0034037646998864553 0.0025914277132981344 0.00059907638794283111 0.00097485154092185364 0.0029287039726708418 0.0013685736267375519 0.0024544292447946023 0.0017149634057427186 0.001447249199864896 0.0024765039661634428 0.0016704183219877421 0.0018017928559604058 0.0027919268420310834 0.0030849575862418105 0.00028201272405762651 0.0027790979702345319 0.0019945232588151713 0.0022419826199396179 0.0029929102338575133 0.0019751243532657387 0.0029500144552319731 0.0021777015262634124 0.0027614169791584267 0.0011193477880168052 0.0025040442511313561
leaf_weight=54 74 53 56 65 53 76 81 58 101 53 55 97 96 55 77 52 100 52 53 62 59 729 54 135
leaf_count=54 74 53 56 65 53 76 81 58 101 53 55 97 96 55 77 52 100 52 53 62 59 729 54 135
internal_value=0 0.0013389 0.00182616 0.00259173 0.00223431 0.00264949 0.00213357 0.000871466 0.00244182 0.00213251 0.00223879 0.00269207 0.00275062 0.000665166 0.00271871 0.00246303 0.00275244 0.00249904 0.00252471 0.00244074 0.00253704 0.0027991 0.000861878 0.00240493
internal_weight=0 431 211 1969 274 1695 155 220 221 129 156 1566 1160 162 1106 129 977 152 406 309 256 825 107 194
internal_count=2400 431 211 1969 274 1695 155 220 221 129 156 1566 1160 162 1106 129 977 152 406 309 256 825 107 194
is_linear=0
shrinkage=0.00235659


Tree=1929
num_leaves=24
num_cat=0
split_feature=475 42 15 3 12 15 3 3 3 2 3 15 43 133 43 42 3 42 481 15 3 2 2
split_gain=1.23707 1.78234 1.61547 2.54842 2.46335 2.10181 3.82322 3.12355 3.67792 2.94674 1.7322 2.31543 1.35308 1.84888 1.19849 1.42909 0.705431 1.39514 0.661155 0.602522 0.486503 0.353519 0.17901
threshold=-0.085684999999999997 0.083795000000000022 0.016500000000000004 -0.14265999999999998 0.082165000000000016 -0.006494999999999999 -0.008649999999999998 0.10449500000000002 0.14121000000000003 0.092365000000000017 -0.15078499999999997 -0.44206999999999991 0.062770000000000006 -0.17071499999999998 -0.093419999999999989 0.084465000000000012 -0.08632999999999999 -0.0079449999999999989 -0.070419999999999996 0.090125000000000011 -0.090769999999999976 0.085075000000000026 0.13443000000000002
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=1 -1 5 -4 -5 7 9 10 -9 -7 -2 -12 16 -14 20 -16 17 21 -18 -20 -13 -6 -10
right_child=2 -3 3 4 12 6 -8 8 22 -11 11 14 13 -15 15 -17 18 -19 19 -21 -22 -23 -24
leaf_value=0.0025146214414093378 -0.0016824003271583732 -5.426670559048247e-05 0.0031212928586148644 0.0026592270656272646 0.00117689378634005 0.0022320150166196574 -0.0033147090522067345 0.0042955096148245553 0.0011289561485035356 -0.00120774250465552 -0.001694791176854601 0.0022185209217139273 0.00078404222673388296 -0.0020220681636012251 -0.00026730410277295844 0.0007102730392292496 0.00214347786151379 -0.0013253351760091508 0.0013553094012510184 0.00042852383917181585 0.00078621610115907153 0.00022292313426985354 0.00020370648565152928
leaf_weight=89 59 54 57 72 92 52 56 52 52 77 68 58 59 58 333 423 53 56 148 215 61 103 53
leaf_count=89 59 54 57 72 92 52 56 52 52 77 68 58 59 58 333 423 53 56 148 215 61 103 53
internal_value=0 0.00154372 0.000472487 0.000834931 0.000682545 0.000226185 -0.000878676 0.000402646 0.00186692 0.000177903 0.000173094 0.000289312 0.000500861 -0.000606002 0.000443641 0.000279516 0.000695198 0.000227158 0.00097731 0.000806715 0.00148532 0.000673613 0.000663061
internal_weight=0 143 2257 913 856 1344 185 1159 157 129 1002 943 784 117 875 756 667 251 416 363 119 195 105
internal_count=2400 143 2257 913 856 1344 185 1159 157 129 1002 943 784 117 875 756 667 251 416 363 119 195 105
is_linear=0
shrinkage=0.0111644


Tree=1930
num_leaves=14
num_cat=0
split_feature=1447 16 16 49 49 3 157 150 34 12 159 16 3
split_gain=2.47395 1.87613 1.20587 1.06408 1.95558 1.31828 1.24568 1.12208 1.10148 1.84732 0.939931 0.850509 0.363739
threshold=-0.084894999999999984 -0.54150999999999994 -0.027864999999999997 -0.072214999999999988 -0.014869999999999998 -0.081979999999999983 -0.14116499999999996 0.10389500000000002 -0.010024999999999997 -0.081314999999999985 -0.41538999999999998 -0.10346499999999999 -0.0020049999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 7 -3 -6 -5 -8 11 -11 -10 -7
right_child=1 3 -4 4 6 12 8 -9 9 10 -12 -13 -14
leaf_value=0.00011412643249623285 0.0025312466930925317 2.452615306464815e-05 -0.0022121518152096028 -0.0019193541598758108 -0.00090244464416153539 0.0024174497472391797 -0.0009062570694183587 0.00031963435114638531 0.0011847567592131883 0.0017427731015093278 0.00057406589855656879 0.0030208215168749555 0.0012753248706881136
leaf_weight=57 67 62 54 60 63 89 52 52 68 91 1528 59 58
leaf_count=57 67 62 54 60 63 89 52 52 68 91 1528 59 58
internal_value=0 0.000690471 -0.0010165 0.000633894 0.000553551 0.00139177 0.000639816 -0.00087876 0.000693921 0.000741646 0.00063983 0.00203867 0.00196763
internal_weight=0 2249 111 2182 1973 209 1861 112 1798 1746 1619 127 147
internal_count=2360 2249 111 2182 1973 209 1861 112 1798 1746 1619 127 147
is_linear=0
shrinkage=0.0111644


Tree=1931
num_leaves=23
num_cat=0
split_feature=4 3 2 3 4 0 3 0 150 4 2 0 4 4 3 4 3 52 52 2 402 0
split_gain=151.891 52.6727 17.5237 15.0546 11.8471 10.0289 8.96623 6.64202 6.01686 9.88558 3.81964 3.18254 3.02598 2.7058 2.05229 1.78752 1.56289 1.54291 1.55086 1.28087 1.01978 0.797359
threshold=0.30163500000000004 0.30112000000000005 0.13673000000000005 0.16158000000000003 -0.072054999999999994 -0.099059999999999995 -0.036844999999999996 -0.037794999999999995 0.085395000000000013 -0.00013999999999999996 0.092365000000000017 -0.14151499999999997 0.056640000000000003 0.0051600000000000005 -0.16048499999999996 -0.016339999999999997 -0.097574999999999981 -0.032354999999999988 -0.41304999999999997 0.10097500000000002 0.11191000000000001 -0.089704999999999993
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 2 4 5 11 -2 10 -7 9 -8 13 -1 -11 15 -13 -6 -16 18 -12 -19 -18 -15
right_child=3 -3 -4 -5 6 7 8 -9 -10 12 17 14 -14 21 16 -17 20 19 -20 -21 -22 -23
leaf_value=0.0047974059107720188 0.002683215822260917 0.0010942478761302866 0.0024234693872200617 0.00031906948447890903 0.0038491439131435692 0.00090341496268965711 0.0027151929774091197 0.0021513423200753955 0.0025453819248488531 0.0044773661169278103 0.0036521044667808819 0.0045475291476441493 0.0035784720551156231 0.0038100823533038161 0.0037052347371170527 0.0042125345942172852 0.0040672839746068289 0.0035258727779348274 0.0030365219579013151 0.0039462630295442093 0.0044363349635037162 0.0033739255936414861
leaf_weight=52 79 52 61 54 157 71 70 56 64 54 67 70 57 82 83 283 558 100 56 119 63 52
leaf_count=52 79 52 61 54 157 71 70 56 64 54 67 70 57 82 83 283 558 100 56 119 63 52
internal_value=0 0.00378552 0.00385384 0.00159195 0.00389774 0.00192548 0.00372119 0.00145391 0.00326043 0.00351311 0.00384439 0.00414585 0.00401603 0.00397983 0.00410204 0.00408294 0.00405771 0.003617 0.00337207 0.00375444 0.00410477 0.00364104
internal_weight=0 2100 2048 260 1987 206 1161 127 245 181 916 826 111 574 774 440 704 342 123 219 621 134
internal_count=2360 2100 2048 260 1987 206 1161 127 245 181 916 826 111 574 774 440 704 342 123 219 621 134
is_linear=0
shrinkage=0.00270699


Tree=1932
num_leaves=12
num_cat=0
split_feature=10 34 10 12 1447 13 13 11 13 41 42
split_gain=2.37054 3.33346 1.89382 2.36603 1.5544 1.08763 1.0385 1.0068 0.983919 0.858617 0.776372
threshold=0.058500000000000003 -0.078549999999999995 -0.010699999999999999 -0.081314999999999985 -0.084894999999999984 -0.085669999999999982 0.25694000000000006 0.077415000000000012 -0.15569499999999997 0.075585000000000013 0.086355000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 10 -4 7 8 -6 -9 -5
right_child=-2 2 3 4 6 -7 -8 9 -10 -11 -12
leaf_value=0.0031756808584257148 -0.0014270721788863807 -0.0010723648286624665 0.00091623003753848499 0.00026073236959502349 -0.00047802058766945618 0.0026891769034087993 -0.00062635647674625229 0.002344686129654802 0.00071256189779519172 0.00062590060262696816 -0.0014538207763568388
leaf_weight=55 54 63 61 56 74 85 60 70 1678 52 52
leaf_count=55 54 63 61 56 74 85 60 70 1678 52 52
internal_value=0 0.000715607 0.000655451 0.00070525 0.000616259 0.00194916 0.000682212 0.000724167 0.000662213 0.00161297 -0.000563794
internal_weight=0 2306 2251 2188 2042 146 1934 1874 1752 122 108
internal_count=2360 2306 2251 2188 2042 146 1934 1874 1752 122 108
is_linear=0
shrinkage=0.0101119


Tree=1933
num_leaves=24
num_cat=0
split_feature=1 3 1 124 14 15 50 3 52 3 1 16 157 151 133 3 15 0 16 15 16 3 15
split_gain=133.317 24.6088 9.35254 8.71862 7.83437 4.01733 4.38735 5.82225 7.36697 4.16641 3.88107 3.56285 2.67717 2.6361 2.55998 1.6723 1.52402 1.44869 1.30531 1.26332 1.19893 1.1519 1.05816
threshold=0.10752500000000002 -0.058704999999999993 0.11695500000000002 -0.043384999999999993 0.062655000000000016 0.03981500000000001 1.0000000180025095e-35 -0.097829999999999986 -0.11756999999999999 -0.10077999999999999 0.14262000000000002 -0.24900499999999998 -0.0041249999999999993 -0.055494999999999996 -0.0024749999999999993 -0.082844999999999988 -0.089964999999999976 -0.080584999999999976 -0.011694999999999999 -0.025694999999999999 -0.084699999999999984 -0.080634999999999984 -0.091059999999999988
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 11 -3 -1 5 6 7 8 -5 -7 22 -2 19 -14 17 -8 -17 21 20 -9 -16 -11 -4
right_child=1 2 10 4 -6 9 15 12 -10 14 -12 -13 13 -15 18 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0017443265102422448 0.0013432397185203367 0.0012405887871781902 0.0007510784238361879 0.002515692451872365 0.0032562653175911894 0.0032062059184426732 0.0029160980691380102 0.0028152636616487221 0.0014368650486971048 0.0026592621563078507 -7.8246185980903173e-05 0.0021264556364485121 0.0026016812092216602 0.0021564272934164498 0.0021310474634709023 0.0027470458553522491 0.0022689773600347292 0.0023592755414857274 0.0021143679199741518 0.0024027450835960662 0.00253331446260019 0.0030384763620564257 0.00032416137529287799
leaf_weight=97 52 97 86 56 68 53 75 84 95 241 74 86 96 331 52 68 84 74 83 84 216 56 52
leaf_count=97 52 97 86 56 68 53 75 84 95 241 74 86 96 331 52 68 84 74 83 84 216 56 52
internal_value=0 0.00100402 0.000634373 0.00243358 0.00247038 0.0024398 0.00233868 0.00225115 0.00183713 0.00256672 0.000356882 0.00183151 0.00235618 0.00225659 0.00251974 0.00262622 0.00248302 0.0026568 0.0023748 0.00260915 0.00245536 0.00273085 0.000590393
internal_weight=0 447 309 1913 1816 1748 973 746 151 775 212 138 595 427 722 227 152 371 351 168 268 297 138
internal_count=2360 447 309 1913 1816 1748 973 746 151 775 212 138 595 427 722 227 152 371 351 168 268 297 138
is_linear=0
shrinkage=0.00235659


Tree=1934
num_leaves=21
num_cat=0
split_feature=15 2 40 2 50 50 52 49 49 4 0 4 475 4 4 16 1456 1456 0 4
split_gain=1.92345 2.19456 1.67615 2.25162 1.85605 1.73381 1.59236 1.276 2.49014 1.28685 3.1065 2.109 1.2047 1.66616 1.05909 1.03361 1.03305 0.885559 0.681299 0.567857
threshold=-0.45015499999999992 0.11982500000000001 -0.078554999999999986 0.093765000000000015 1.0000000180025095e-35 0.089995000000000019 0.220975 0.0033550000000000003 0.086055000000000006 -0.47860499999999995 0.024745000000000003 0.40780000000000005 -1.0000000180025095e-35 0.11057000000000002 0.046720000000000005 -0.084499999999999978 0.083250000000000018 0.081770000000000023 -0.075969999999999996 -0.0072499999999999995
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 -1 3 -2 7 -6 15 9 -9 -4 11 16 -10 14 -14 -7 -11 18 -17 -8
right_child=2 -3 4 -5 5 6 19 8 12 10 -12 -13 13 -15 -16 17 -18 -19 -20 -21
leaf_value=-0.0017482670237953756 0.0032931141746638951 0.0010105727678982857 0.0018626346157539029 0.00065869455364304334 0.0026780735936127497 0.0016535145850147359 0.0027426384967827538 -0.0019587370057519045 0.0016193358327928347 0.00067813102816406819 -0.0016085547737198932 0.0024702153516353536 0.00024768940326790328 0.0015171182678716734 -0.0013003882320710663 -0.0007949476392015379 -0.00078219977589125296 0.0013325098538989266 0.00057987878848076151 0.0013320704642958401
leaf_weight=68 61 52 88 73 74 66 53 56 62 1017 62 66 102 59 81 85 52 52 65 66
leaf_count=68 61 52 88 73 74 66 53 56 62 1017 62 66 102 59 81 85 52 52 65 66
internal_value=0 -0.00055187 0.000761687 0.00185875 0.000691832 0.00125907 0.000987453 0.000532803 4.23334e-07 0.000681868 0.000594971 0.000715435 0.000361676 3.90201e-05 -0.000436935 0.000554672 0.000606994 0.000195109 -0.00019847 0.00196121
internal_weight=0 120 2240 134 2106 461 387 1645 360 1285 1197 1135 304 242 183 268 1069 202 150 119
internal_count=2360 120 2240 134 2106 461 387 1645 360 1285 1197 1135 304 242 183 268 1069 202 150 119
is_linear=0
shrinkage=0.0101119


Tree=1935
num_leaves=12
num_cat=0
split_feature=2 1444 148 51 2 484 2 0 0 1375 42
split_gain=4.05411 1.57234 1.43963 1.3652 2.10745 1.76296 1.99767 1.62206 1.56652 1.19642 0.974127
threshold=0.16730000000000003 -0.079124999999999987 -0.068554999999999991 0.10838000000000002 0.097070000000000004 0.087150000000000019 -0.0091949999999999983 -0.22607999999999998 -0.081444999999999976 -0.029589999999999995 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 -8 10 -9 -7
right_child=-2 2 3 4 -6 8 7 9 -10 -11 -12
leaf_value=-0.0011902272369014681 -0.0024238089720806685 0.0020465685913264031 -0.001116658084539393 0.00050885064685447659 0.0031019491762232744 0.0018876214247659402 -0.0013250946191999584 0.0022802429246451626 0.0029908683422995436 0.0005711706069192672 -0.00031493352153990679
leaf_weight=57 56 102 97 92 73 52 57 55 70 1597 52
leaf_count=57 56 102 97 92 73 52 57 55 70 1597 52
internal_value=0 0.000676768 0.000724183 0.000661243 0.00165684 0.000578216 0.00047265 0.000562927 0.00167322 0.000628144 0.000785175
internal_weight=0 2304 2247 2145 165 1980 1806 1709 174 1652 104
internal_count=2360 2304 2247 2145 165 1980 1806 1709 174 1652 104
is_linear=0
shrinkage=0.0113877


Tree=1936
num_leaves=13
num_cat=0
split_feature=2 48 48 14 51 15 16 1447 48 16 2 12
split_gain=2.8046 2.12063 2.04788 1.36472 1.38499 1.6679 1.5804 2.82009 2.25385 1.95936 1.70271 0.358078
threshold=0.16730000000000003 -0.088594999999999993 0.12474000000000002 0.057600000000000005 -0.13690499999999997 -0.024814999999999997 -0.011859999999999997 -0.079809999999999978 0.10168500000000001 -0.018199999999999997 0.11444000000000001 0.094375000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 11 8 -8 9 -6 -9 -3
right_child=-2 2 -4 -5 6 -7 7 10 -10 -11 -12 -13
leaf_value=0.0023030047673508218 -0.0016868205512964691 2.1053625080407008e-05 0.0021057220076654139 -0.00093249330011962268 0.0005271086746736353 0.0026531643739789584 -0.0021582262607754512 0.00033578034820601951 -0.0012908102265036859 0.0022390214085055461 -0.001294376559890019 0.0010315135292084843
leaf_weight=56 56 52 64 70 1195 52 53 490 59 64 66 83
leaf_count=56 56 52 64 70 1195 52 53 490 59 64 66 83
internal_value=0 0.000471004 0.000425321 0.000376032 0.000419409 0.00120256 0.000343358 -5.79351e-05 0.000528858 0.000614213 0.00014209 0.000643053
internal_weight=0 2304 2248 2184 2114 187 1927 609 1318 1259 556 135
internal_count=2360 2304 2248 2184 2114 187 1927 609 1318 1259 556 135
is_linear=0
shrinkage=0.00952868


Tree=1937
num_leaves=23
num_cat=0
split_feature=15 3 43 3 52 156 16 3 447 43 16 11 43 16 43 52 43 52 12 133 132 3
split_gain=64.96 21.0297 13.2708 17.4693 8.41853 7.09888 5.16958 3.45648 3.01266 2.34153 5.58882 4.23844 2.28609 2.10461 2.8603 2.11092 1.44057 0.781517 0.839631 0.68638 0.623157 0.531601
threshold=-0.24269999999999997 -0.036844999999999996 -0.049364999999999992 0.10323000000000002 0.12371000000000001 0.050840000000000003 -0.42372999999999994 0.30112000000000005 0.083875000000000019 -0.12584499999999996 -1.0000000180025095e-35 0.079300000000000009 -0.43328499999999998 -0.082909999999999984 -0.081204999999999986 -0.011144999999999997 -0.085594999999999991 0.084755000000000011 0.088245000000000004 0.085785000000000014 -0.0093349999999999978 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 16 5 6 21 -1 -5 9 10 12 13 -2 17 19 -16 -3 18 -11 -15 -19 -4
right_child=1 2 3 7 -6 -7 -8 -9 -10 11 -12 -13 -14 14 15 -17 -18 20 -20 -21 -22 -23
leaf_value=0.0008519461640873222 0.0025967920811292402 0.0011641545130351195 0.0021318758882162016 0.0014331571453557082 0.0013511433181246761 0.0030935388985307379 -0.0001234181128596662 0.00063290717804389694 0.0015390790631029431 0.0025960040721921085 0.0013032105604153254 0.0027227224154236823 0.0019188077057285089 0.0021428819821035254 0.001764517536510108 0.0020781269881487222 0.00062544542514262171 0.0024347573501941784 0.0022542593366106796 0.0023884182103369217 0.0021311129382479009 0.0017966859992794954
leaf_weight=52 52 52 74 97 56 52 98 52 54 84 68 84 79 135 201 414 78 55 102 160 209 52
leaf_count=52 52 52 74 97 56 52 98 52 54 84 68 84 79 135 201 414 78 55 102 160 209 52
internal_value=0 0.00199379 0.00151742 0.00178619 0.000523642 0.00231519 0.00021453 0.00115405 0.00212206 0.00214121 0.00188588 0.00217637 0.00218814 0.00214261 0.00207311 0.00197567 0.000841134 0.0022831 0.00240874 0.00227614 0.00219447 0.00199376
internal_weight=0 2154 457 327 206 178 150 149 1697 1643 199 1444 131 1360 910 615 130 450 186 295 264 126
internal_count=2360 2154 457 327 206 178 150 149 1697 1643 199 1444 131 1360 910 615 130 450 186 295 264 126
is_linear=0
shrinkage=0.00250084


Tree=1938
num_leaves=20
num_cat=0
split_feature=1 4 1 2 4 4 2 16 47 475 16 16 4 1 151 50 1 4 16
split_gain=81.9869 21.3311 19.1154 11.3742 5.69682 4.76406 3.98277 3.67869 3.46366 2.80973 3.31447 2.26547 3.45687 2.26326 1.92403 2.04659 1.87682 1.60679 1.09014
threshold=0.10141500000000002 -0.033449999999999987 0.13130500000000003 1.0000000180025095e-35 0.020345000000000005 0.24099500000000004 0.15518000000000001 0.21684500000000004 0.083875000000000019 -1.0000000180025095e-35 0.40052000000000004 -0.36241499999999999 0.054560000000000004 0.11282000000000002 0.0049050000000000005 0.12170000000000002 0.11570500000000002 -0.0062699999999999987 -0.41574999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 13 3 8 -5 7 18 11 -3 -9 -11 -1 14 -2 15 17 -6 -13 -4
right_child=1 2 6 4 16 -7 -8 9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0034057691213699309 0.0023404482623029157 0.0019695573928447518 0.00057862226516641301 0.00060275419332387063 0.0019315199144677932 0.0020069678691088649 -7.748179542306281e-05 0.003005186622481924 0.0029454903008226314 0.0018102125743816053 0.0026527830693661054 0.0029110790342946002 0.0022674078867491827 0.0031195933884052909 0.0023866794212545669 0.0024076887780747234 0.0012587453072704792 0.0031689663726155175 0.0011438421345492528
leaf_weight=70 70 58 53 58 81 54 52 66 58 63 91 1003 69 52 53 56 56 241 56
leaf_count=70 70 58 53 58 81 54 52 66 58 63 91 1003 69 52 53 56 56 241 56
internal_value=0 0.00162278 0.00135131 0.00175915 0.0013434 0.00283247 0.000563311 0.00285849 0.00245778 0.0025175 0.00230829 0.00290876 0.00288427 0.00267279 0.0029157 0.00293725 0.00165674 0.00296106 0.000869286
internal_weight=0 594 472 311 195 1766 161 1712 116 220 154 1492 1422 122 1353 1300 137 1244 109
internal_count=2360 594 472 311 195 1766 161 1712 116 220 154 1492 1422 122 1353 1300 137 1244 109
is_linear=0
shrinkage=0.00281635


Tree=1939
num_leaves=17
num_cat=0
split_feature=1 3 4 2 2 4 123 3 1 12 3 0 2 16 3 12
split_gain=206.739 39.3861 20.9729 14.9419 12.8613 11.132 7.38206 4.82728 3.76278 3.28713 2.7466 4.63423 2.4965 2.31837 3.58442 1.66076
threshold=0.104035 -0.036844999999999996 0.41181500000000004 0.14530500000000005 -0.007134999999999999 0.25472500000000003 0.080635000000000012 0.077930000000000013 0.11706000000000001 0.11628000000000001 0.091170000000000015 -0.14216999999999999 0.114805 -0.082909999999999984 -0.116045 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 8 4 -3 6 9 -6 -2 10 11 -1 -9 15 -15 -13
right_child=1 3 -4 -5 7 -7 -8 12 -10 -11 -12 13 -14 14 -16 -17
leaf_value=0.0037883204525887733 0.0031194820882668953 0.00041827259990824973 0.0011700612146068096 9.686709986511068e-05 0.0011479110587718632 0.0021620022972815558 0.0024064950054033529 0.0022719413453191014 0.0023610354864764161 0.0027499490554348817 0.0028652988009500377 0.0037890732873013845 0.0015939594227594473 0.0027542184309097459 0.0032390529994243506 0.0033455786419923474
leaf_weight=94 87 65 58 69 75 55 58 53 59 69 87 52 65 90 931 393
leaf_count=94 87 65 58 69 75 55 58 53 59 69 87 52 65 90 931 393
internal_value=0 0.00154937 0.00234612 0.00105224 0.00130766 0.00318704 0.00321881 0.00160706 0.00281316 0.00324625 0.00326702 0.00328941 0.00189869 0.00325741 0.00319634 0.00339746
internal_weight=0 531 204 327 258 1829 1774 193 146 1716 1647 1560 118 1466 1021 445
internal_count=2360 531 204 327 258 1829 1774 193 146 1716 1647 1560 118 1466 1021 445
is_linear=0
shrinkage=0.00231039


Tree=1940
num_leaves=17
num_cat=0
split_feature=1 51 34 1429 16 483 51 160 2 4 52 52 16 16 4 12
split_gain=3.78022 1.35292 1.43103 1.38275 1.63126 2.24248 1.53971 1.96623 1.31791 1.35482 1.18863 2.01453 2.45999 0.993657 0.575207 0.378361
threshold=0.12072500000000001 -0.17169499999999996 -1.0000000180025095e-35 -0.084934999999999997 -0.070064999999999975 -0.095084999999999989 0.10906 -0.090189999999999979 0.11827500000000002 0.24099500000000004 0.092650000000000024 -0.076839999999999978 -0.41863499999999992 -0.23071499999999998 0.046720000000000005 0.023990000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 -4 8 -6 7 -7 9 13 11 -2 -13 -5 -1 -11
right_child=10 2 3 4 5 6 -8 -9 -10 15 -12 12 -14 -15 -16 -17
leaf_value=0.0028115822694443435 -0.0019750619202899009 0.0027916021554248412 0.0026575424326971886 0.00250950424090945 0.0027714428908864348 0.0017226940562316553 -0.001507555078473829 0.00019753148077663555 0.0028535266790698159 -0.00080759155982086401 -0.0020080637745643871 -0.0010027465111607898 0.0020488817079345298 0.0010899396752124921 0.0013081863746515292 0.00054020289758971115
leaf_weight=73 52 53 56 70 52 133 55 625 56 55 52 63 75 759 61 53
leaf_count=73 52 53 56 70 52 133 55 625 56 55 52 63 75 759 61 53
internal_value=0 0.00102023 0.000944699 0.000893493 0.000840259 0.000478493 0.000331685 0.0004653 0.00115527 0.00105364 -0.000482442 -6.42638e-05 0.000654866 0.00120995 0.00212811 -0.000145048
internal_weight=0 2101 1967 1914 1858 865 813 758 993 937 242 190 138 829 134 108
internal_count=2343 2101 1967 1914 1858 865 813 758 993 937 242 190 138 829 134 108
is_linear=0
shrinkage=0.0113877


Tree=1941
num_leaves=11
num_cat=0
split_feature=3 43 0 12 4 158 0 16 43 0
split_gain=2.90489 1.15657 1.9024 1.83979 1.36901 1.52337 2.38385 1.2563 1.04029 0.906785
threshold=0.31370500000000007 -0.46848499999999998 0.13134000000000004 0.11999500000000002 0.27161500000000005 -0.18217999999999998 -0.18087499999999998 -0.42372999999999994 -0.14044999999999999 -0.10803999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 9 -8 -6
right_child=-2 2 -4 -5 7 6 8 -9 -10 -11
leaf_value=-0.00090733961537806454 -0.0015763644128165707 -0.00086649256665913678 0.0032808847967626112 0.00283341361160587 0.0015817226268800149 0.0034145479805562425 0.0021984050172173674 -0.0015142284920231302 0.00083526515115007365 -0.00066618372753331873
leaf_weight=58 83 77 59 81 71 68 102 77 1613 54
leaf_count=58 83 77 59 81 71 68 102 77 1613 54
internal_value=0 0.000914741 0.000962798 0.000898912 0.000822853 0.00093394 0.00101177 -0.000199343 0.00091642 0.00060951
internal_weight=0 2260 2202 2143 2062 1860 1783 202 1715 125
internal_count=2343 2260 2202 2143 2062 1860 1783 202 1715 125
is_linear=0
shrinkage=0.0130808


Tree=1942
num_leaves=20
num_cat=0
split_feature=4 2 12 2 42 13 4 13 13 12 15 4 4 2 13 42 43 42 157
split_gain=111.191 24.9234 17.5426 10.734 9.89658 6.91351 4.58071 5.96624 3.90049 3.81315 3.52802 4.26697 1.90134 1.70532 1.65611 1.48004 1.35342 1.30211 0.715261
threshold=0.27161500000000005 0.13673000000000005 -0.007389999999999999 0.13538500000000001 -0.0015249999999999999 -0.16152999999999998 -0.078454999999999983 -0.079149999999999984 -0.014114999999999997 0.023990000000000004 -0.13309999999999997 -0.031874999999999994 0.053010000000000009 0.10244500000000002 -0.09219999999999999 0.083955000000000016 -0.019324999999999998 -1.0000000180025095e-35 -0.0048549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 -4 14 12 -6 13 -9 -12 15 -2 -7 -8 17 -16 -18
right_child=3 -3 5 -5 8 6 7 10 -10 -11 11 -13 -14 -15 16 -17 18 -19 -20
leaf_value=0.0023970027610229132 0.00051745666172716082 0.0010844362923374002 0.0015917047077339389 3.8966159994331165e-05 0.0016689098260822613 0.002962313224065872 0.0029109309854511265 0.0027314641675682495 0.0008014225726772872 0.001544623137281493 0.0023700706888768646 0.0019560397466183567 0.0021903208844150672 0.0010458058629815058 0.0025463010319792985 0.0025368985375316903 0.0028736127676678787 0.0021871004046808964 0.0025957979425611224
leaf_weight=60 57 87 53 84 55 59 69 59 56 55 235 309 72 77 151 341 61 86 317
leaf_count=60 57 87 53 84 55 59 69 59 56 55 235 309 72 77 151 341 61 86 317
internal_value=0 0.0022953 0.00234841 0.00072646 0.00164058 0.00241519 0.00243999 0.00234682 0.00123148 0.00103188 0.00219335 0.00213494 0.00253877 0.000821244 0.00258993 0.00259991 0.00255417 0.00241606 0.0026407
internal_weight=0 2070 1983 273 171 1812 1759 1085 111 189 603 544 482 134 674 410 615 237 378
internal_count=2343 2070 1983 273 171 1812 1759 1085 111 189 603 544 482 134 674 410 615 237 378
is_linear=0
shrinkage=0.00231039


Tree=1943
num_leaves=13
num_cat=0
split_feature=3 2 39 3 481 13 148 3 1427 1454 1186 2
split_gain=2.58969 2.39814 1.97036 1.5562 1.30163 1.21719 1.02501 1.36934 0.966079 1.46077 0.901906 0.564602
threshold=0.10323000000000002 0.10083000000000002 0.10076500000000001 0.13772500000000001 0.0028200000000000005 -0.42334499999999992 -0.043434999999999994 -0.0035149999999999995 0.078535000000000008 0.088250000000000009 0.049580000000000006 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 6 -5 -1 8 9 10 -8 -9
right_child=1 3 -4 5 -6 -7 7 11 -10 -11 -12 -13
leaf_value=-0.00046573084775144026 -0.0023010819781525329 0.0015340093511065278 -0.00079982966447050548 0.00061524516168711828 0.0024280154368819112 -0.0016839154122779755 0.00076498524605130079 0.0026625273247898478 0.002125481670573367 -0.00095867533275751531 0.0020110856416694551 0.0013242927502817273
leaf_weight=66 56 67 82 52 62 54 1566 62 62 55 70 89
leaf_count=66 56 67 82 52 62 54 1566 62 62 55 70 89
internal_value=0 -0.000370769 0.000830263 0.00025341 0.000896101 -0.000554945 0.00084783 0.000893423 0.000808848 0.000760506 0.000818373 0.00187453
internal_weight=0 229 2114 173 2032 106 1970 1904 1753 1691 1636 151
internal_count=2343 229 2114 173 2032 106 1970 1904 1753 1691 1636 151
is_linear=0
shrinkage=0.0107308


Tree=1944
num_leaves=23
num_cat=0
split_feature=4 3 2 2 3 2 2 0 52 4 16 16 16 16 3 52 51 3 2 52 156 16
split_gain=51.6021 21.3927 9.22344 11.6369 6.95431 6.00125 4.76998 5.40525 3.38626 2.74965 3.31134 3.25512 2.67816 1.6486 3.11363 5.26311 3.11415 0.879173 1.48925 0.823573 0.791874 0.781478
threshold=0.30163500000000004 -0.058704999999999993 0.13673000000000005 -0.007134999999999999 0.10323000000000002 0.13538500000000001 0.090790000000000023 -0.14454499999999995 -0.53937999999999986 0.0049200000000000008 -0.11777499999999998 0.46043000000000006 0.24579500000000001 0.07277500000000002 -0.095764999999999989 0.026115000000000003 -0.085574999999999984 -0.14070999999999997 0.064660000000000009 0.048565000000000004 0.10208000000000002 -0.029084999999999996
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 -3 6 17 21 -8 20 12 19 -12 13 14 15 -10 -16 -2 -19 -11 -1 -5
right_child=5 2 -4 4 -6 -7 7 -9 9 10 11 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0029685399803666907 0.0014445859688017744 0.000675409627812065 0.00080231452309708761 0.0024158335945961892 0.0013850383034430644 0.00028639525779732353 0.0012227152510973871 0.002290592198620405 0.0015724380438890226 0.0025698600900222425 0.0013691887014060263 0.0021784801033742948 0.0017550359815691585 0.0027964411734749052 0.0029792033896108463 0.002596068859647362 0.0023326493581582041 0.00069843147853104423 0.0012954566833808206 0.002117472141090912 0.0025119651164232791 0.0028778396982782036
leaf_weight=55 53 55 76 52 97 82 52 94 94 57 78 64 59 53 56 57 921 53 67 59 55 54
leaf_count=55 53 55 76 52 97 82 52 94 94 57 78 64 59 53 56 57 921 53 67 59 55 54
internal_value=0 0.00214306 0.00165118 0.0018108 0.00198964 0.000878215 0.00222226 0.00191045 0.00228988 0.00225677 0.00200666 0.00173414 0.00230878 0.00233642 0.00231478 0.00195903 0.00236974 0.00115857 0.00103201 0.00234001 0.00274051 0.00265146
internal_weight=0 2088 480 404 349 255 252 146 1608 1498 258 142 1240 1181 1128 151 977 173 120 116 110 106
internal_count=2343 2088 480 404 349 255 252 146 1608 1498 258 142 1240 1181 1128 151 977 173 120 116 110 106
is_linear=0
shrinkage=0.00265391


Tree=1945
num_leaves=30
num_cat=0
split_feature=1 1 457 2 124 2 2 2 2 1 16 52 1213 16 131 133 13 52 156 52 52 52 1 2 13 16 13 16 42
split_gain=111.073 17.1082 11.1235 8.6165 5.38044 4.4411 4.86111 3.02884 2.85777 2.67092 2.99956 2.44385 1.70847 2.11733 1.75317 3.3147 1.23858 1.12083 1.00386 1.76648 2.2925 0.939999 0.776078 0.699081 0.662954 0.596167 0.630119 0.478346 0.424087
threshold=0.10293500000000001 0.12419000000000001 0.079590000000000008 0.092155000000000015 -1.0000000180025095e-35 0.13538500000000001 -0.00097499999999999985 0.10472500000000001 0.064660000000000009 0.088595000000000021 -0.0087049999999999992 -0.11333999999999998 -0.063054999999999986 -0.0074349999999999998 0.079610000000000014 -0.0097699999999999992 -0.085669999999999982 0.12539500000000003 0.08956500000000002 -0.077269999999999991 -0.092264999999999986 0.088555000000000009 0.11249000000000002 0.089275000000000007 -0.074749999999999997 -0.089984999999999996 -0.011269999999999997 0.41088500000000006 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 -2 6 -3 -6 12 10 24 27 -1 14 15 -14 -7 18 19 20 -10 23 -9 -21 -5 -26 -27 -12 -23
right_child=1 5 -4 9 7 16 -8 22 17 -11 11 -13 13 -15 -16 -17 -18 -19 -20 21 -22 28 -24 -25 25 26 -28 -29 -30
leaf_value=0.0028309008867725845 0.0010879361468684073 0.00056232000581032742 0.00055427011689461003 0.0026599396558226549 0.0022759466877125107 9.23886699173489e-05 0.001589845871747106 0.0015285031743572266 0.0026284449115438987 0.0018559854668216817 0.002485757232950938 0.0018186922868796227 0.0025112653248433462 0.0026971583312932249 0.0025195578945899273 0.001733412411328469 0.00061004659968972642 0.003021894748519723 0.0029968684254118166 0.0028103899311617358 0.0019897588708139074 0.0026537421183835818 0.0019255179331995026 0.0025037332310782466 0.0022294386116969434 0.0023393611366813749 0.0027190328843076155 0.0021646861199488589 0.0023934569702837539
leaf_weight=55 53 57 52 96 100 52 54 70 99 87 66 98 57 81 80 79 60 60 54 362 52 99 53 53 73 57 52 52 66
leaf_count=55 53 57 52 96 100 52 54 70 99 87 66 98 57 81 80 79 60 60 54 362 52 99 53 53 73 57 52 52 66
internal_value=0 0.00123892 0.00159521 0.00249892 0.00179124 0.000714751 0.00106243 0.00195827 0.00261797 0.00225361 0.00232358 0.00210605 0.00243159 0.00235756 0.00223009 0.00205962 0.000369939 0.00269557 0.0026706 0.00264646 0.00240867 0.00270832 0.00169979 0.00277129 0.0024925 0.00240404 0.00252073 0.00234449 0.00254979
internal_weight=0 551 328 1778 276 223 111 223 1197 581 494 216 352 297 216 136 112 845 785 731 151 580 123 415 278 182 109 118 165
internal_count=2329 551 328 1778 276 223 111 223 1197 581 494 216 352 297 216 136 112 845 785 731 151 580 123 415 278 182 109 118 165
is_linear=0
shrinkage=0.0024518


Tree=1946
num_leaves=22
num_cat=0
split_feature=10 43 2 457 160 159 10 39 52 52 52 12 158 133 457 2 133 12 52 12 52
split_gain=3.68428 4.06628 2.45777 1.59462 1.56515 1.44165 1.33995 1.32431 1.88693 1.8042 1.66938 1.65188 1.21848 1.0315 0.814961 0.956776 1.38218 0.848767 0.557544 0.547578 0.398576
threshold=-1.0000000180025095e-35 -0.081694999999999976 0.093255000000000018 0.086460000000000023 0.0065900000000000012 0.11402500000000002 0.053330000000000009 0.089130000000000015 -0.032354999999999988 -0.41304999999999997 0.10347000000000002 0.098600000000000007 0.07968500000000002 0.056015000000000002 0.086120000000000016 0.084360000000000004 -0.07218999999999999 0.084405000000000022 -0.091784999999999992 0.085495000000000015 -0.55248999999999981
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 -1 5 4 7 6 12 8 9 20 11 -10 14 -12 15 16 -2 -17 -6 -14 -4
right_child=2 -3 3 -5 18 -7 -8 -9 10 -11 13 -13 19 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=-0.0030850006009661163 0.0017300213973819745 0.00085333218464732406 -0.00012338579068616248 -0.0012692052849211531 0.0023268893549308477 -0.00062204582564475374 -0.00050828481813825638 -0.0010689194575668115 0.0022616016592176013 -0.0014724685272734682 -0.00064259441891198292 0.00016471304451814994 0.0030670179129335404 0.0010260181485601907 0.0023795795992807779 0.0021538377329729541 0.00041765404079439146 0.0011468478273391951 0.00095060802265724254 0.0015480475836139947 0.0011539628159535297
leaf_weight=58 115 58 52 62 55 53 52 73 127 91 89 62 52 76 54 114 392 503 81 54 56
leaf_count=58 115 58 52 62 55 53 52 73 127 91 89 62 52 76 54 114 392 503 81 54 56
internal_value=0 -0.00111487 0.000808181 0.000352779 0.000484899 0.00107826 0.0011458 0.000262444 0.000438397 -0.000380848 0.00089925 0.00157433 0.00121287 0.000125298 0.00111547 0.00105464 0.000715553 0.00133309 0.00150802 0.00229426 0.000537903
internal_weight=0 116 2213 824 762 1389 1336 626 553 199 354 189 1284 165 1178 1124 507 617 136 106 108
internal_count=2329 116 2213 824 762 1389 1336 626 553 199 354 189 1284 165 1178 1124 507 617 136 106 108
is_linear=0
shrinkage=0.0105204


Tree=1947
num_leaves=26
num_cat=0
split_feature=1 1 12 12 12 1 12 47 1 1 1 13 1 13 12 13 13 51 1446 12 1212 133 1 12 12
split_gain=203.332 25.4229 25.3924 14.1811 8.69871 8.02497 5.30791 4.84004 3.89452 2.1541 2.15053 2.30295 2.04629 1.63865 1.41525 1.4137 2.7773 1.28827 1.18113 1.39503 0.978665 0.901667 1.30318 0.719526 0.574606
threshold=0.10293500000000001 0.12419000000000001 0.085090000000000013 0.077755000000000005 0.090255000000000016 0.088595000000000021 0.12106500000000002 0.096770000000000009 0.11189500000000001 0.096375000000000016 0.089275000000000007 -0.10278499999999999 1.0000000180025095e-35 0.15578000000000003 0.10124000000000001 -0.0072499999999999995 -0.24588999999999997 0.091805000000000012 0.087090000000000015 0.084115000000000009 -0.055019999999999993 -0.020484999999999996 0.094165000000000013 0.083705000000000016 0.096150000000000013
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 8 5 10 12 13 15 -2 -7 11 -5 -1 17 -4 16 -3 21 19 23 -21 24 -23 -13 -6
right_child=1 7 14 4 6 9 -8 -9 -10 -11 -12 18 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26
leaf_value=0.0023850027667236514 0.00059035192928718553 0.00046963412910269243 0.0024995016663657225 0.0036359724573568832 0.0030189592111145728 0.0014729310647377172 0.0019447584909509071 0.0010955660923092549 0.0013281506054278187 0.0021681610788794707 0.0026193244138584355 0.0031781967872591466 0.0029744276355766117 0.0031976412544256027 0.0019817448190979476 0.00056016848776427298 -0.00031443672063864909 0.0030639993340963591 0.0027294341117402765 0.0033542889057926067 0.0030301875967998155 0.0025584588529926774 0.0029602647506263699 0.0035767314694779809 0.0026836836988343581
leaf_weight=75 102 56 94 53 75 61 52 54 80 52 56 61 74 54 52 56 57 68 53 68 498 299 62 57 60
leaf_count=75 102 56 94 53 75 61 52 54 80 52 56 61 74 54 52 56 57 68 53 68 498 299 62 57 60
internal_value=0 0.0010953 0.00153827 0.00283412 0.00292703 0.0022964 0.00271384 0.000443647 0.000914806 0.0017931 0.00309584 0.00312958 0.00267792 0.00277851 0.00231528 0.000235184 7.38931e-05 0.00273833 0.00309313 0.00312127 0.00306917 0.00269363 0.00262754 0.00337094 0.00287015
internal_weight=0 551 328 1778 1516 262 670 223 182 113 846 790 149 618 146 169 113 564 737 684 566 496 361 118 135
internal_count=2329 551 328 1778 1516 262 670 223 182 113 846 790 149 618 146 169 113 564 737 684 566 496 361 118 135
is_linear=0
shrinkage=0.00250084


Tree=1948
num_leaves=22
num_cat=0
split_feature=1 3 457 13 12 39 3 1 3 1 47 13 1 12 457 0 49 1213 13 3 1212
split_gain=3.54672 2.10007 2.49541 2.0411 1.64233 3.3355 1.42839 1.20178 1.32848 1.15184 1.44417 1.03157 1.16055 0.861821 1.03626 0.83863 1.15015 0.753055 0.815885 0.961357 0.42483
threshold=0.10293500000000001 -0.14906999999999998 0.079590000000000008 -0.15714499999999998 -1.0000000180025095e-35 0.090455000000000021 0.091170000000000015 0.097070000000000004 -0.097574999999999981 0.12337000000000002 0.089100000000000013 0.095430000000000015 0.079020000000000021 0.087745000000000004 -0.011254999999999999 -0.10023499999999998 0.088340000000000016 -0.077519999999999992 0.0052200000000000015 -0.081224999999999978 -0.040879999999999993
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=6 -2 3 -3 5 -5 7 8 11 10 -6 12 -1 14 -10 -16 -17 20 19 -19 -15
right_child=1 2 -4 4 9 -7 -8 -9 13 -11 -12 -13 -14 17 15 16 -18 18 -20 -21 -22
leaf_value=0.00046288961428505882 0.0015214502689838124 0.0013939370015801297 -0.00220417265402803 -0.0028783700304128566 0.001972159622887278 0.00035234485987653644 -0.00031606839405292866 0.0023999990394709164 0.00033797913482047886 -0.00083675791070718256 -0.00032230072477464842 0.0010216365099760144 -0.0015534073095919499 0.0023146721988699221 0.0024163384472839621 0.001151481238941028 0.0027201531005943552 0.0013990886703375122 -0.00023854329750505268 0.00052294299567727911 0.0010455354252714845
leaf_weight=71 83 91 61 66 62 70 89 65 90 63 55 97 53 52 95 397 57 215 83 352 62
leaf_count=71 83 91 61 66 62 70 89 65 90 63 55 97 53 52 95 397 57 215 83 352 62
internal_value=0 9.23288e-06 -0.000258724 3.25835e-05 -0.000359103 -0.00121469 0.000956523 0.00102365 0.00096849 0.00028673 0.000892626 0.000224585 -0.000398027 0.00108559 0.0013654 0.00153362 0.00134867 0.000851423 0.000715509 0.000855362 0.00162541
internal_weight=0 551 468 407 316 136 1778 1689 1624 180 117 221 124 1403 639 549 454 764 650 567 114
internal_count=2329 551 468 407 316 136 1778 1689 1624 180 117 221 124 1403 639 549 454 764 650 567 114
is_linear=0
shrinkage=0.0103142


Tree=1949
num_leaves=28
num_cat=0
split_feature=1 1 3 2 10 3 3 39 2 2 150 160 3 52 52 52 150 3 52 52 133 3 49 52 133 131 13
split_gain=109.402 20.6722 12.8242 6.78548 6.48001 4.59242 4.01179 3.46167 3.42483 3.05034 2.595 2.12689 1.98601 1.93187 3.65115 1.48635 1.28376 1.87706 1.33159 1.34967 1.01438 0.948094 0.845433 0.572478 0.429424 0.730476 0.217994
threshold=0.104035 0.12419000000000001 -0.029309999999999996 0.092155000000000015 -1.0000000180025095e-35 0.045635000000000002 -0.14818499999999998 0.087735000000000021 0.064660000000000009 0.10575500000000002 1.0000000180025095e-35 0.0065900000000000012 -0.067704999999999987 0.024560000000000002 -0.53283999999999987 0.10347000000000002 0.083205000000000015 -0.07403499999999999 -0.088629999999999987 0.088555000000000009 0.084880000000000025 -0.088714999999999988 0.094245000000000009 0.30732500000000001 -0.022174999999999997 0.091015000000000013 -0.044684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 6 -3 -4 -1 -6 12 -2 11 13 21 14 -5 -15 17 18 -10 -20 -13 -8 26 -17 -23 -26 -16
right_child=1 4 5 10 7 -7 8 -9 16 -11 -12 20 -14 15 22 23 -18 -19 19 -21 -22 24 -24 -25 25 -27 -28
leaf_value=0.0035729051877296148 0.0027030831131925844 -0.00017942326320022364 0.00070769910168785898 0.0028907002093642364 0.0012517330225697825 0.0016815324076762995 0.0023467269829000898 0.00044854626000623353 0.0025989520832939142 0.0019019844546625728 0.001933983106502433 0.0031326546844629129 0.0021033603366606922 0.0030315429956767254 0.0023519129241770026 0.002339422651340837 0.0025930605051516955 0.0033628124958719435 0.003060118373843148 0.002766436730827731 0.0026067158587576283 0.0029631340869621598 0.0018107340347671146 0.002687545579360569 0.0025701552345232851 0.002951243759334228 0.0020928978021726254
leaf_weight=57 83 53 73 57 101 75 54 69 92 65 57 62 54 59 55 76 83 79 360 183 53 60 59 73 128 57 52
leaf_count=57 83 53 73 57 101 75 54 69 92 65 57 62 54 59 55 76 83 79 360 183 53 60 59 73 128 57 52
internal_value=0 0.00129816 0.00177652 0.00273629 0.000663073 0.00120139 0.00285595 0.000925907 0.00282039 0.00235145 0.00249672 0.00255541 0.00259323 0.00246593 0.00228645 0.00265821 0.00292096 0.00295904 0.00290876 0.0029612 0.00289052 0.00268161 0.00207878 0.00251018 0.0027553 0.00268773 0.00222631
internal_weight=0 519 296 1810 223 148 1207 170 1150 148 603 546 353 431 223 208 797 714 635 543 115 299 166 149 245 185 107
internal_count=2329 519 296 1810 223 148 1207 170 1150 148 603 546 353 431 223 208 797 714 635 543 115 299 166 149 245 185 107
is_linear=0
shrinkage=0.00276112


Tree=1950
num_leaves=24
num_cat=0
split_feature=12 2 42 0 15 15 150 15 15 11 52 2 15 0 12 0 12 52 2 52 12 159 16
split_gain=101.697 56.3646 21.7534 12.5629 7.44543 6.80223 9.08043 5.71384 5.45756 4.13648 4.11089 3.50895 3.24611 2.0074 2.12505 3.45716 1.77496 1.43291 1.13493 1.1242 2.12409 0.93014 0.685064
threshold=-0.011819999999999999 0.11500500000000001 -0.0043149999999999994 -0.096139999999999989 -0.080419999999999978 -0.026169999999999995 0.081245000000000026 -0.25061999999999995 -0.47252999999999995 0.077290000000000011 -0.18817999999999999 -1.0000000180025095e-35 -0.081479999999999983 -0.10075499999999998 0.083785000000000012 -0.066849999999999979 0.089885000000000007 -0.030899999999999997 0.12611000000000003 -0.090619999999999992 0.096700000000000022 -1.0000000180025095e-35 0.40737000000000007
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 -1 -3 -5 6 12 8 -4 10 -7 -9 19 -12 -15 -16 -14 -8 -6 -2 21 -21 -18
right_child=1 3 7 4 18 9 17 11 -10 -11 13 -13 16 14 15 -17 22 -19 -20 20 -22 -23 -24
leaf_value=0.0019868273987301943 0.0028597107031534982 0.00024646265705457858 0.00055479660537751979 0.0007614937841285386 0.0021890713394843104 0.0018935024978769762 0.0013143909345240043 0.0002538235638984199 -0.00061386368327101526 0.0031380759793431467 0.0021819468373227846 0.0010967556612908075 0.0025049156262518684 0.002999339429717559 0.0026495528763341202 0.0019914147218433658 0.0017591374757285549 0.0019077921176970879 0.0016777334192286453 0.0028123820897884349 0.0020588460451860901 0.0024764046667049107 0.0021561114711573428
leaf_weight=76 73 67 52 53 54 54 52 53 52 95 65 82 61 101 783 56 56 55 61 92 57 136 60
leaf_count=76 73 67 52 53 54 54 52 53 52 95 65 82 61 101 783 56 56 55 61 92 57 136 60
internal_value=0 0.00235586 0.000797995 0.00118087 0.00155336 0.00250959 0.00229878 0.000419843 -2.92717e-05 0.00262685 0.00258096 0.000766029 0.00243455 0.00261787 0.00264799 0.00260566 0.00215103 0.00161966 0.00191808 0.00257465 0.00250154 0.00261209 0.0019647
internal_weight=0 2031 315 235 168 1796 642 239 104 1154 1059 135 535 1005 940 839 177 107 115 358 285 228 116
internal_count=2346 2031 315 235 168 1796 642 239 104 1154 1059 135 535 1005 940 839 177 107 115 358 285 228 116
is_linear=0
shrinkage=0.00255085


Tree=1951
num_leaves=26
num_cat=0
split_feature=3 3 43 12 43 12 3 15 43 484 15 49 15 43 124 3 12 43 3 3 12 12 3 3 43
split_gain=63.2981 23.9512 20.2304 8.01348 6.1998 5.01863 4.7281 3.13233 2.74704 2.39482 2.51999 2.95543 2.26856 2.03861 1.85589 1.80323 1.68261 1.56135 1.43581 2.03184 1.3131 1.30809 1.28572 0.423159 0.364322
threshold=-0.058704999999999993 0.30112000000000005 -0.033174999999999989 1.0000000180025095e-35 -0.13868499999999997 0.092495000000000008 -0.154195 -0.013349999999999999 0.0035900000000000007 -0.009859999999999999 -1.0000000180025095e-35 0.047620000000000003 -0.068639999999999993 0.091510000000000022 -0.082654999999999992 -0.11327499999999999 0.083785000000000012 -0.07088499999999999 -0.084074999999999997 -0.082304999999999975 0.085465000000000013 0.097755000000000022 0.092330000000000009 -0.078254999999999977 -0.036794999999999994
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 4 -1 -2 6 -5 12 16 -4 11 22 17 -10 -6 -9 -8 -7 20 -20 -18 24 -11 -23 -17
right_child=1 -3 9 5 14 7 8 15 13 10 -12 -13 -14 -15 -16 21 18 -19 19 -21 -22 23 -24 -25 -26
leaf_value=0.0017655406230736254 0.0021813972487177398 0.00054584570765168247 0.0029686711068858933 0.0037507086564193943 0.0013939054832494452 0.0028417493684633403 0.0033698571366825997 0.0032504775567323502 0.0022848028352802406 0.0021530965332971917 0.0026990344852297972 0.0026464374624027552 0.0020429407806353455 0.0029480285974959287 0.00082130630906417069 0.0027715313383709014 0.002553362023229437 0.0023450857273131869 0.0033395835717627657 0.0029089785263546821 0.002912120729763401 0.0023109177918667471 0.0015565732601114898 0.0026532515465012558 0.0030669884669871222
leaf_weight=56 56 101 57 53 92 93 72 60 88 60 97 58 87 60 82 79 115 103 122 275 253 53 52 63 59
leaf_count=56 56 101 57 53 92 93 72 60 88 60 97 58 87 60 82 79 115 103 122 275 253 53 52 63 59
internal_value=0 0.00178283 0.00200829 0.00279399 0.00138175 0.00282919 0.00294544 0.00262703 0.00290208 0.00245296 0.00234276 0.00213929 0.00241562 0.00255388 0.00112423 0.00281746 0.00296362 0.0025809 0.00292535 0.00304138 0.00280009 0.00271506 0.0018764 0.00249709 0.00289806
internal_weight=0 655 554 1691 230 1635 1038 597 985 324 267 170 283 148 174 314 837 196 765 397 368 254 112 116 138
internal_count=2346 655 554 1691 230 1635 1038 597 985 324 267 170 283 148 174 314 837 196 765 397 368 254 112 116 138
is_linear=0
shrinkage=0.00276112


Tree=1952
num_leaves=18
num_cat=0
split_feature=15 3 10 48 15 3 3 16 14 0 11 0 16 15 16 15 47
split_gain=60.1324 27.6434 11.0487 7.78552 7.55457 5.52346 5.80318 4.84681 4.3162 3.67458 6.5047 3.99558 3.73404 2.91964 2.44371 2.17656 0.914104
threshold=-0.24269999999999997 -0.058704999999999993 -1.0000000180025095e-35 0.092265000000000014 -0.42443999999999993 0.11372500000000001 -0.0062049999999999996 -0.50790499999999994 -0.10708499999999999 0.040035000000000008 1.0000000180025095e-35 -0.10220499999999998 0.0086100000000000013 -0.0015749999999999998 -0.010379999999999999 -1.0000000180025095e-35 0.09585500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 -3 5 8 6 14 -2 -1 10 11 -9 16 -14 -4 -8 -13
right_child=1 2 3 -5 -6 -7 15 9 -10 -11 -12 12 13 -15 -16 -17 -18
leaf_value=0.0020300135582184287 0.0020602965903687635 0.0010547996324884658 0.0026038497735016157 0.0016096298037058187 0.00029445799792547688 0.0018392190536205282 0.0027106904638635968 0.0022210954020738518 0.0010487208615697387 0.0023855779021004961 0.0037954710410441103 0.0030049769270201116 0.0028077971494205028 0.0021885732471806289 0.0018252261795843939 0.0033685132909721106 0.0026390808188990604
leaf_weight=57 54 61 59 98 58 78 81 64 78 101 60 1035 201 78 60 69 54
leaf_count=57 54 61 59 98 58 78 81 64 78 101 60 1035 201 78 60 69 54
internal_value=0 0.00268969 0.00213607 0.00228423 0.00111216 0.00247467 0.00265881 0.00285976 0.00146326 0.00288684 0.00292075 0.00288408 0.00291508 0.00263478 0.00221151 0.00301348 0.00298686
internal_weight=0 2153 506 445 193 347 269 1647 135 1593 1492 1432 1368 279 119 150 1089
internal_count=2346 2153 506 445 193 347 269 1647 135 1593 1492 1432 1368 279 119 150 1089
is_linear=0
shrinkage=0.00270699


Tree=1953
num_leaves=17
num_cat=0
split_feature=1 3 3 49 3 1 1 15 13 13 1 155 13 48 15 4
split_gain=3.23728 3.56527 3.35696 2.92111 3.9909 2.40586 2.36511 1.78461 2.83939 0.993206 1.19962 0.875132 0.913185 0.985069 1.06686 1.02245
threshold=0.098420000000000021 -0.15680499999999997 -0.12077499999999998 -0.081019999999999981 -0.031844999999999991 0.10871500000000002 0.14262000000000002 -0.084059999999999982 -0.07965499999999999 -0.07150999999999999 0.11050000000000001 0.088740000000000013 -0.10899499999999999 0.10184000000000001 -0.12431499999999999 0.10896500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 9 -6 7 8 -7 -5 -11 12 -4 14 -14 -16
right_child=3 2 11 4 5 6 -8 -9 -10 10 -12 -13 13 -15 15 -17
leaf_value=0.0044173659383658671 -0.0014719915095297098 -0.00089904450496827986 0.00019187863381554126 0.00096433316880137983 -0.0018451359842613566 0.0024006118059466926 -0.001300020310864184 0.0031209408843095791 -0.001259066098382408 0.0015531963345381721 0.0036247907762504768 0.00032130404157633798 0.0034615094402189483 0.00033989333644991217 0.0018581810250788396 0.00023455702614227518
leaf_weight=64 78 74 52 67 69 59 63 56 60 72 87 64 56 63 1305 57
leaf_count=64 78 74 52 67 69 59 63 56 60 72 87 64 56 63 1305 57
internal_value=0 0.00167199 0.00156677 0.000668791 0.000982313 0.000102268 0.000667383 0.00137637 0.000554333 0.00217721 0.00268751 0.00168111 0.00173779 0.00179199 0.00185641 0.00179032
internal_weight=0 1735 1671 611 533 307 238 175 119 226 159 1597 1533 1481 1418 1362
internal_count=2346 1735 1671 611 533 307 238 175 119 226 159 1597 1533 1481 1418 1362
is_linear=0
shrinkage=0.0118477


Tree=1954
num_leaves=17
num_cat=0
split_feature=4 123 13 3 12 4 3 43 12 403 4 12 4 13 4 42
split_gain=67.1845 31.8446 13.1919 9.82155 5.82898 5.65145 15.3438 5.19289 3.91426 3.73736 3.40691 3.27404 2.81062 1.86956 1.70145 1.66075
threshold=0.30163500000000004 1.0000000180025095e-35 -0.16392499999999996 0.13772500000000001 -0.011819999999999999 -0.03463999999999999 0.088465000000000002 -0.0068249999999999986 0.086160000000000014 -0.021474999999999998 -0.16270999999999997 -0.089089999999999989 -0.15333499999999997 0.00084500000000000016 -0.082384999999999986 0.10306000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -4 8 9 -2 12 -7 -10 -3 -6 -12 -14 -11
right_child=3 11 4 -5 5 6 -8 -9 10 15 13 -13 14 -15 -16 -17
leaf_value=0.0012905205464348421 0.00069188348631010895 0.0014145077466387775 0.0016436174443718106 -0.00012153371967662445 0.0031481274548061972 0.001809074343476029 0.00091337156151632699 0.0015633905059201515 0.0019188449431239345 0.002440486017269598 0.0025669028906320458 0.00053911874767823692 0.0023792505887768908 0.0022331463432610312 0.0028698293588685204 0.0019533476900761414
leaf_weight=79 98 53 71 58 98 81 55 88 79 614 513 64 105 148 90 52
leaf_count=79 98 53 71 58 98 81 55 88 79 614 513 64 105 148 90 52
internal_value=0 0.00225539 0.00233315 0.000812844 0.00237635 0.00240468 0.00224051 0.00110436 0.00253212 0.00233818 0.00243104 0.0009359 0.0027873 0.00249222 0.00260581 0.00240249
internal_weight=0 2102 1985 244 1906 1835 802 186 1033 747 740 117 293 661 195 666
internal_count=2346 2102 1985 244 1906 1835 802 186 1033 747 740 117 293 661 195 666
is_linear=0
shrinkage=0.00260187


Tree=1955
num_leaves=26
num_cat=0
split_feature=40 4 3 16 403 403 133 16 16 16 157 42 3 42 3 4 2 3 16 13 42 3 2 12 16
split_gain=2.28853 1.98691 2.43899 7.59219 1.56468 2.0345 1.82594 1.61115 1.64305 1.56586 1.31934 1.43637 2.34416 2.01739 2.12869 2.54507 1.1483 1.05795 0.964129 0.935164 0.789637 0.723651 0.655037 0.609977 0.594076
threshold=-0.084709999999999994 -0.033449999999999987 0.095555000000000015 -0.11180499999999999 -0.012634999999999999 -0.10258999999999999 0.092320000000000013 -0.0007049999999999999 0.0073350000000000004 -0.0068949999999999992 -0.0062799999999999991 0.087130000000000027 -0.086049999999999988 -0.0015249999999999999 0.092330000000000009 -0.082384999999999986 0.099145000000000025 -0.097094999999999987 -0.082039999999999988 0.0043500000000000006 0.090185000000000015 -0.070494999999999988 0.091250000000000012 0.09159500000000001 -0.0083249999999999973
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=-1 10 4 -4 5 -3 7 9 -9 20 16 13 -13 17 15 -15 -2 -12 -14 23 -6 24 -10 -19 -20
right_child=1 2 3 -5 6 -7 -8 8 22 -11 11 12 18 14 -16 -17 -18 19 21 -21 -22 -23 -24 -25 -26
leaf_value=-0.00039004841352591072 0.0038501871631184551 0.00148871687919113 0.0021155406904940443 -0.0026468434961357521 0.001756556376473106 -0.0016132640503779712 2.5969324493898496e-05 0.0042401234407801443 0.0011466883849303947 -0.00050631203592445858 0.0031410381028683463 0.0040420765427109252 0.0027886878309209807 -0.0018600078258237207 0.0020620326208323696 0.0011700064469019815 0.001616108988850817 0.0015076174787940848 0.00056057798287177879 0.00023242599230603966 0.00068540840010062189 0.0025129044065905722 0.0026320901036654618 0.0028946595732349434 0.0019125559842197036
leaf_weight=95 69 58 91 83 418 52 102 53 75 54 61 70 85 75 66 69 53 188 121 61 114 56 80 53 65
leaf_count=95 69 58 91 83 418 52 102 53 75 54 61 70 85 75 66 69 53 188 121 61 114 56 80 53 65
internal_value=0 0.001413 0.00108877 -0.000155473 0.0013041 2.12207e-05 0.00146146 0.00164571 0.0025074 0.00133965 0.00176324 0.00162258 0.00214947 0.00125731 0.00036821 -0.000407282 0.00288064 0.00177134 0.00174395 0.00149427 0.00152725 0.0013765 0.00191413 0.00181316 0.0010337
internal_weight=0 2272 1180 174 1006 110 896 794 208 586 1092 970 397 573 210 144 122 363 327 302 532 242 155 241 186
internal_count=2367 2272 1180 174 1006 110 896 794 208 586 1092 970 397 573 210 144 122 363 327 302 532 242 155 241 186
is_linear=0
shrinkage=0.0113877


Tree=1956
num_leaves=13
num_cat=0
split_feature=1375 40 0 151 124 15 15 402 1 401 0 15
split_gain=2.00149 1.69754 1.4399 1.48931 1.72725 1.27604 1.50559 1.28054 1.65313 1.54588 1.21042 1.06375
threshold=-0.14438999999999999 -0.084709999999999994 -0.18901999999999997 -0.086944999999999981 -0.085124999999999992 -0.26826999999999995 -0.46319999999999995 0.08865000000000002 0.081005000000000008 0.020315000000000003 -0.084524999999999975 -0.077134999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 10 -5 6 -6 9 -9 -7 -4 -3
right_child=1 2 3 4 5 7 -8 8 -10 -11 -12 -13
leaf_value=-0.0011832912193429741 -0.00035817180716613217 0.0015134309922511758 -0.0011246680186308823 0.0034534715066964154 0.0013001187923434973 0.001360162693692505 -0.001535789910996728 0.0016436110533772971 0.0042143921485373785 -0.00037136630007462751 0.0013729071578911763 0.0040501793660659303
leaf_weight=53 95 52 71 61 67 1519 53 149 54 86 54 53
leaf_count=53 95 52 71 61 67 1519 53 149 54 86 54 53
internal_value=0 0.00128652 0.001357 0.0012855 0.00136916 0.00130315 4.64739e-05 0.00138648 0.00232813 0.0012673 -4.46417e-05 0.00279516
internal_weight=0 2314 2219 2114 1989 1928 120 1808 203 1605 125 105
internal_count=2367 2314 2219 2114 1989 1928 120 1808 203 1605 125 105
is_linear=0
shrinkage=0.0125729


Tree=1957
num_leaves=10
num_cat=0
split_feature=150 1 12 1 2 40 150 51 1
split_gain=1.23557 1.40994 2.30913 0.988937 1.64081 1.44811 1.09407 0.982154 0.794781
threshold=0.12314500000000002 0.14787500000000001 -0.10236499999999998 0.11869500000000001 -0.023999999999999997 -0.080519999999999994 -0.088479999999999989 -0.23953499999999997 0.12864500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8 -5
right_child=-2 -3 3 8 5 6 7 -9 -10
leaf_value=0.0032574306678529825 -0.00067104410547402002 -0.00083038928164176629 0.0028048877949931727 -0.00088441967832772873 -0.00061922759266647511 0.002655490795638195 0.0020716138419905527 0.00091537222281062403 0.00073124221283975949
leaf_weight=58 61 55 65 64 72 52 101 1736 103
leaf_count=58 61 55 65 64 72 52 101 1736 103
internal_value=0 0.000969799 0.00101384 0.000954444 0.00102388 0.000964784 0.00102522 0.00097901 0.000111338
internal_weight=0 2306 2251 2193 2026 1961 1889 1837 167
internal_count=2367 2306 2251 2193 2026 1961 1889 1837 167
is_linear=0
shrinkage=0.0113877


Tree=1958
num_leaves=13
num_cat=0
split_feature=1375 3 14 151 52 15 3 0 52 16 0 13
split_gain=1.27785 1.22783 1.67822 1.67926 1.57984 1.27475 1.47809 1.56041 1.81686 1.55788 1.7458 0.735089
threshold=-0.14438999999999999 0.30112000000000005 -0.10708499999999999 -0.086944999999999981 -0.088204999999999992 -0.16448999999999997 -0.13088999999999998 0.0037850000000000002 0.51524500000000006 0.25032500000000008 -0.072364999999999985 -0.013149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 11 9 8 -8 10 -7 -5
right_child=1 -3 3 5 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0010356130517410564 0.002564965651594614 -0.00047602370821851796 0.0012886662040262806 0.00063271210520207102 -0.001310100417808831 0.001476040694766057 0.0010785327899585635 -0.00063509241525888584 -0.0010991460764557775 0.00055693945244546532 0.0044999863648579963 -0.0012767612928030003
leaf_weight=53 87 96 53 62 96 58 1541 90 58 63 54 56
leaf_count=53 87 96 53 62 96 58 1541 90 58 63 54 56
internal_value=0 0.000861127 0.000919061 0.000851804 -0.000384841 0.000944836 0.00102196 0.000912287 0.000999462 0.00207974 0.00293517 -0.000272385
internal_weight=0 2314 2218 2131 149 1982 1864 1689 1599 175 112 118
internal_count=2367 2314 2218 2131 149 1982 1864 1689 1599 175 112 118
is_linear=0
shrinkage=0.0120847


Tree=1959
num_leaves=20
num_cat=0
split_feature=4 12 2 2 4 2 12 4 4 12 11 2 2 51 0 4 158 12 0
split_gain=61.3524 24.4176 9.89957 16.3898 7.42415 5.22446 4.74011 4.46265 3.7369 2.29904 2.07289 2.74575 1.63388 1.6148 1.35095 1.23253 1.23876 1.18624 0.488052
threshold=0.30163500000000004 0.077755000000000005 -0.0091949999999999983 0.10981000000000002 -0.053824999999999991 0.13752500000000004 0.13332500000000003 -0.00013999999999999996 0.032965000000000001 -0.050214999999999989 1.0000000180025095e-35 0.10272000000000002 0.10746500000000002 0.030935000000000004 -0.069074999999999984 0.17982000000000001 0.080150000000000013 0.083715000000000026 -0.081049999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 12 8 -6 10 -5 11 14 -2 -12 17 16 18 -3 -10
right_child=5 6 3 9 7 -7 -8 -9 15 -11 13 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00099521372693953981 0.0011181876188708414 0.0032365297901397823 0.0032309797103361906 0.0018550019278974128 0.0016289623695061907 0.00048769948010739098 0.0019327881572783303 0.0025900660839173403 0.0019684301605206573 0.0011093050512326994 0.0034379906493817356 0.0023391191776692627 0.0016475856814064526 0.0027946227082620415 0.002499026068450763 0.0028019276342290643 0.0026666781656324167 0.0028335299110709838 0.0023430241688681894
leaf_weight=62 88 60 91 52 58 68 53 102 58 81 72 95 91 52 89 53 52 1038 52
leaf_count=62 88 60 91 52 58 68 53 102 58 81 72 95 91 52 89 53 52 1038 52
internal_value=0 0.00259418 0.00201984 0.0021852 0.00260058 0.00113989 0.00274719 0.00224185 0.0027738 0.00140108 0.00282577 0.0027926 0.00138749 0.00316843 0.00282887 0.00243379 0.00231316 0.00285558 0.00214578
internal_weight=0 2120 446 384 251 247 1674 160 1621 133 1406 1282 179 124 1187 215 162 1098 110
internal_count=2367 2120 446 384 251 247 1674 160 1621 133 1406 1282 179 124 1187 215 162 1098 110
is_linear=0
shrinkage=0.00276112


Tree=1960
num_leaves=22
num_cat=0
split_feature=1 123 1 12 4 11 0 47 15 0 4 0 15 16 16 13 1454 12 0 15 12
split_gain=235.093 29.6406 21.8966 20.2273 15.4111 10.9209 9.49734 7.7584 7.26127 6.08903 9.51147 7.50242 5.29255 3.30288 3.31238 2.4572 2.43376 2.48741 1.65116 0.746341 0.252738
threshold=0.10892500000000001 1.0000000180025095e-35 0.12007000000000002 0.085090000000000013 0.043850000000000007 1.0000000180025095e-35 -0.11208499999999998 0.085505000000000012 0.0056700000000000006 -0.079249999999999987 -0.46376499999999993 -0.050094999999999994 -0.066639999999999991 -0.0074349999999999998 -0.42618999999999996 -0.059914999999999989 0.081220000000000014 0.08401500000000002 -0.11169999999999998 -0.097499999999999989 0.091910000000000006
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 4 3 19 5 6 -1 13 -7 16 -11 -12 18 14 -4 -14 17 -8 -6 -2 -20
right_child=2 -3 7 -5 12 8 9 -9 -10 10 11 -13 15 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.002816788274601648 0.0016193789654257679 0.0021100003609103362 0.00035278488635028822 0.0032612876098737122 0.0037553121194596837 0.0039775759670734974 0.0042868653618844017 0.0016135398504588611 0.0053204366757693437 0.004461181564513343 0.0035154660379060208 0.0024984837251515245 0.003037795566000341 2.7602122482029349e-06 0.0012421118773293688 0.0022246953063706984 0.0033217553944521654 0.0038676117258696495 0.0033267226807622025 0.0011695111279930452 0.0030519223388683044
leaf_weight=83 52 94 61 68 58 69 123 71 52 67 348 63 53 55 62 57 52 717 52 58 56
leaf_count=83 52 94 61 68 58 69 123 71 52 67 348 63 53 55 62 57 52 717 52 58 56
internal_value=0 0.0035936 0.00137523 0.00210036 0.00366896 0.0037725 0.00370733 0.00085675 0.00455491 0.00376126 0.00351411 0.00335965 0.00307838 0.000554722 0.000801299 0.00261672 0.00389367 0.00392904 0.00338412 0.00138244 0.0031845
internal_weight=0 1944 427 178 1850 1574 1453 249 121 1370 478 411 276 178 123 110 892 840 166 110 108
internal_count=2371 1944 427 178 1850 1574 1453 249 121 1370 478 411 276 178 123 110 892 840 166 110 108
is_linear=0
shrinkage=0.00270699


Tree=1961
num_leaves=23
num_cat=0
split_feature=1 124 52 131 2 16 14 16 1 150 2 2 1 1 16 43 42 13 3 3 2 3
split_gain=68.6366 14.5606 13.5962 6.46245 7.01177 7.0357 4.20096 4.1433 3.70995 5.01389 3.86988 3.84085 3.46399 2.42118 2.35974 1.95467 1.73469 2.24931 1.47896 1.79273 1.42441 1.40033
threshold=0.10491000000000002 -0.083859999999999976 -0.24526499999999998 0.088315000000000018 0.14271500000000001 -0.0096099999999999988 0.054835000000000009 -0.27523999999999998 0.085720000000000005 0.081245000000000026 0.097070000000000004 0.082885000000000014 0.11481500000000001 0.097195000000000017 0.081265000000000018 -0.078409999999999994 -0.0033799999999999998 -0.07150999999999999 -0.087454999999999991 -0.082224999999999979 0.090000000000000011 -0.082454999999999987
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 -1 -2 4 5 7 8 12 10 13 11 -3 -4 18 20 21 -17 -18 -10 -20 -13 -12
right_child=2 6 3 -5 -6 -7 -8 -9 9 -11 15 14 -14 -15 -16 16 17 -19 19 -21 -22 -23
leaf_value=0.0012006849870192142 0.0024962954697992671 0.0020196018694955695 0.001762412984348403 0.0018959105734569391 0.00038402780353893662 0.00056920642966124836 0.0032028279716980424 0.0020226074857557399 0.0019132219815034578 0.00157855586391319 0.0023119722776542427 0.0027301463925053851 0.00085443570508517087 0.0027883437082460447 0.0031060594087016068 0.0024867841405303852 0.0023590094374177644 0.0016413465822049697 0.002828608769642442 0.0022546416690658283 0.0024711071255817743 0.0029091307899386876
leaf_weight=63 68 64 52 80 89 79 65 76 63 63 61 572 76 92 98 75 59 71 52 179 218 56
leaf_count=63 68 64 52 80 89 79 65 76 63 63 61 572 76 92 98 75 59 71 52 179 218 56
internal_value=0 0.0024806 0.00136739 0.00119749 0.00104721 0.00125567 0.00252569 0.00152137 0.00250012 0.00228796 0.00257488 0.00266185 0.00122353 0.00240367 0.0027081 0.00231765 0.00215748 0.00196728 0.00228319 0.00238397 0.0026587 0.00259804
internal_weight=0 1851 520 452 372 283 1788 204 1723 449 1274 952 128 386 888 322 205 130 294 231 790 117
internal_count=2371 1851 520 452 372 283 1788 204 1723 449 1274 952 128 386 888 322 205 130 294 231 790 117
is_linear=0
shrinkage=0.00270699


Tree=1962
num_leaves=17
num_cat=0
split_feature=1 12 1 1 12 160 49 49 47 12 12 151 49 1 12 1
split_gain=97.7235 12.1445 10.8166 9.53934 9.41179 4.68159 4.53642 6.70229 3.76658 3.53024 2.52365 1.82826 1.92891 2.26562 1.17643 0.3218
threshold=0.109225 -0.010219999999999998 0.092655000000000015 0.12007000000000002 0.085090000000000013 -0.54119499999999987 -0.036809999999999996 -0.089819999999999983 0.085505000000000012 0.11721500000000001 -0.029844999999999997 -0.091649999999999995 0.09567500000000001 0.087135000000000004 0.091955000000000023 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 -3 7 -7 10 11 -5 -8 13 -13 -14 -2
right_child=3 5 -4 8 -6 6 9 -9 -10 -11 -12 12 14 -15 -16 -17
leaf_value=0.0026677107497146395 0.0012197304941723418 0.0032889958432978459 0.0014005032252593218 0.0011506801516931232 0.0024870833127123154 0.0028549608342213683 0.0030756707551575233 0.001886334493592323 0.0015338777614838388 0.0021432620473595056 0.00058683425520664049 0.0027871299562314288 0.0026878153540443239 0.0025624803348255959 0.0022697037646205237 0.0014868546107735595
leaf_weight=69 52 67 82 96 67 67 75 98 71 63 82 928 66 346 90 52
leaf_count=69 52 67 82 96 67 67 75 98 71 63 82 928 66 346 90 52
internal_value=0 0.0026223 0.00197973 0.00136903 0.00179782 0.0026762 0.00265249 0.00227981 0.00107446 0.00269169 0.000891072 0.00271463 0.00269568 0.00272614 0.00244676 0.00135353
internal_weight=0 1951 151 420 171 1800 1733 165 249 1568 178 1505 1430 1274 156 104
internal_count=2371 1951 151 420 171 1800 1733 165 249 1568 178 1505 1430 1274 156 104
is_linear=0
shrinkage=0.00235659


Tree=1963
num_leaves=20
num_cat=0
split_feature=1 52 124 3 4 4 11 11 42 2 3 16 42 52 457 4 16 12 3
split_gain=138.25 27.3287 17.1886 10.9382 10.0698 9.49866 5.9034 5.24753 4.32953 7.81946 4.99751 5.3156 4.16065 3.95401 3.01259 3.04896 2.25432 1.48919 1.25716
threshold=0.10538500000000002 -0.40011499999999994 -0.082254999999999981 -0.055839999999999994 0.41257000000000005 0.043850000000000007 1.0000000180025095e-35 0.08326500000000002 0.099210000000000007 -1.0000000180025095e-35 0.30112000000000005 -0.036039999999999996 0.11457500000000002 0.0029250000000000005 0.080930000000000016 -0.49013999999999996 0.0055300000000000011 0.096700000000000022 -0.073444999999999983
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 -1 4 -3 6 12 -8 9 -5 11 -11 14 18 15 -4 -17 -14 -7
right_child=1 3 5 8 -6 13 7 -9 -10 10 -12 -13 17 -15 -16 16 -18 -19 -20
leaf_value=0.0019310350215640988 0.0033276902659250544 0.0026462896945506431 0.0038218533079463321 0.00054916439278149872 0.0012448265763608459 0.0026413552842797449 0.0043341989288843636 0.0032292686337425129 0.0006420522813325735 0.0022654698186061412 0.0011017065218427041 0.0012594470099254792 0.0029971843662305966 0.0030896580125559145 0.002774714394325032 0.0032691685861504483 0.0029931574550016412 0.0024057892775840002 0.0021813899151007657
leaf_weight=73 53 76 53 56 52 84 52 52 61 81 82 52 52 93 89 973 221 52 64
leaf_count=73 53 76 53 56 52 84 52 52 61 81 82 52 52 93 89 973 221 52 64
internal_value=0 0.00166014 0.00309808 0.00146795 0.00207715 0.00314579 0.00321654 0.00378199 0.001233 0.00136593 0.00157854 0.00187233 0.00317568 0.00269242 0.00321256 0.00324378 0.0032181 0.00270174 0.00244263
internal_weight=0 513 1858 460 128 1785 1544 104 332 271 215 133 1440 241 1336 1247 1194 104 148
internal_count=2371 513 1858 460 128 1785 1544 104 332 271 215 133 1440 241 1336 1247 1194 104 148
is_linear=0
shrinkage=0.0024518


Tree=1964
num_leaves=20
num_cat=0
split_feature=1 11 131 2 0 156 2 2 51 49 2 0 1186 51 158 484 484 1 0
split_gain=3.06994 3.37039 2.37353 2.61871 2.9038 2.56392 3.47583 1.91262 1.85366 1.65147 2.17106 1.47256 1.35763 1.12347 0.869497 0.753633 0.977398 1.26299 0.689438
threshold=0.087840000000000015 0.083010000000000014 0.095715000000000008 0.13106000000000004 -0.079119999999999982 0.087825000000000014 -0.0091949999999999983 0.078405000000000016 0.092950000000000019 -0.053904999999999988 0.089830000000000007 0.024745000000000003 0.021560000000000003 0.11504000000000002 0.10777500000000001 0.08733500000000001 0.062030000000000009 1.0000000180025095e-35 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 6 -2 -1 12 -8 -11 -3 14 -10 15 16 17 -9 -17
right_child=1 11 -4 4 -6 -7 9 8 13 10 -12 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=3.9712700585112149e-05 -0.0017689528609535078 0.0049040725745195498 0.0028034068017418166 -0.0035077989729880451 0.00052794802230832672 0.0032911620274748594 0.0028167700909248247 0.0019372265747282747 0.0051644693018286399 0.0014816058168021485 -0.00064801577725791856 0.0017818872209215838 0.0041921230271080127 0.0026655225515149527 0.00055238640574005601 0.0020889328667165912 0.00029548724755390173 0.003927160445049145 0.0042492593439183903
leaf_weight=74 88 55 100 53 79 75 84 853 57 247 130 53 52 74 71 54 59 61 52
leaf_count=74 88 55 100 53 79 75 84 853 57 247 130 53 52 74 71 54 59 61 52
internal_value=0 0.00115168 0.000871227 0.000615459 -0.00109139 0.000976751 0.000660315 0.00212954 0.00224545 0.00112435 0.000746876 0.00337321 0.00208093 0.00375394 0.00198534 0.0020795 0.00196272 0.00207019 0.00315006
internal_weight=0 964 856 756 132 624 549 1407 1333 461 377 108 1202 131 1150 1079 973 914 106
internal_count=2371 964 856 756 132 624 549 1407 1333 461 377 108 1202 131 1150 1079 973 914 106
is_linear=0
shrinkage=0.0133425


Tree=1965
num_leaves=22
num_cat=0
split_feature=39 13 13 43 12 147 12 4 4 157 124 39 12 1455 52 52 52 49 13 13 2
split_gain=3.12842 1.54299 3.20583 3.15357 3.73617 2.29918 2.03652 1.97086 1.9492 2.94071 1.24925 1.18095 1.15268 1.04888 0.854858 0.781463 0.806118 0.584935 0.847483 0.753188 0.39086
threshold=0.088550000000000004 -0.077849999999999989 -0.089024999999999979 0.085460000000000022 0.09202500000000001 0.089365000000000014 0.083885000000000015 -0.079939999999999983 -0.37983499999999992 -0.077234999999999984 -0.051674999999999992 0.11214000000000002 0.08073000000000001 0.082590000000000011 -0.11756999999999999 0.30732500000000001 0.11297500000000001 -0.011659999999999998 -0.087224999999999983 -0.084484999999999991 0.08400500000000001
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 2 3 4 7 8 -4 -1 14 -10 -2 -12 -9 15 -3 16 -11 -8 -19 -20 -21
right_child=10 5 6 -5 -6 -7 17 12 9 13 11 -13 -14 -15 -16 -17 -18 18 19 20 -22
leaf_value=-0.00067420806053895583 -0.0015925501859006389 0.0022382143158577333 0.0051002627187267382 0.0037369212083982551 -0.0028691459160917546 -0.0014574511706178645 0.0038016645453382032 0.0033850261341294486 -0.000963996552626628 0.0016916629776738367 0.0022969966966308658 -0.00065024770371725738 0.0010300914231201629 -0.00036743897907448716 0.0046205833115047354 0.0030949515537466656 -4.2219622918890586e-06 0.0039358236846801439 0.0010445177153671178 0.0016153710104947045 0.0029833114954579674
leaf_weight=72 75 73 75 78 53 53 65 78 99 846 53 56 90 52 52 74 60 56 102 62 133
leaf_count=72 75 73 75 78 53 53 65 78 99 846 53 56 90 52 52 74 60 56 102 62 133
internal_value=0 0.00173669 0.00220142 0.0012065 0.00053236 0.00142983 0.00294983 0.00128416 0.00155178 0.00136611 -0.000185404 0.000781429 0.00212435 0.00158979 0.00323049 0.0016938 0.00157919 0.00256362 0.00233522 0.00203292 0.00254915
internal_weight=0 2173 864 371 293 1309 493 240 1256 1131 184 109 168 1032 125 980 906 418 353 297 195
internal_count=2357 2173 864 371 293 1309 493 240 1256 1131 184 109 168 1032 125 980 906 418 353 297 195
is_linear=0
shrinkage=0.0141591


Tree=1966
num_leaves=15
num_cat=0
split_feature=40 43 12 1447 1 1 151 12 4 16 2 43 13 13
split_gain=3.78893 2.54275 3.72888 1.70679 1.47782 2.13035 1.73578 1.8313 1.52485 1.41727 1.36463 1.14349 0.897803 0.801976
threshold=0.051255000000000002 -0.24238999999999997 0.13032500000000005 -0.051529999999999992 0.14298500000000003 0.11156000000000001 -0.090064999999999992 0.083570000000000019 -0.00027999999999999998 -0.036039999999999996 1.0000000180025095e-35 -0.022549999999999997 -0.083514999999999992 -0.085764999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 11 5 6 12 -8 -7 -1 -10 13 -5 -3
right_child=-2 2 -4 4 -6 8 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0014551793434454115 -0.0018270294650279142 0.00033611578354646074 -0.0017661133529811486 0.0013535803198684304 0.0026386733800847534 0.0013174383000006469 0.00023301169915711405 0.0011247333373353378 0.00070192317635333267 0.0037883040840980407 -0.0011985408384819296 0.0029171188978202056 0.003277009760279284 0.0021081368289065467
leaf_weight=61 52 53 54 54 55 69 324 1201 65 55 117 82 54 61
leaf_count=61 52 53 54 54 55 69 324 1201 65 55 117 82 54 61
internal_value=0 0.00104389 0.000963366 0.00103245 0.000937772 0.000888058 0.00102675 0.000935353 -1.38502e-05 0.00256237 -0.000519187 0.00196857 0.00231634 0.00128529
internal_weight=0 2305 2189 2135 1939 1884 1633 1525 251 116 182 196 108 114
internal_count=2357 2305 2189 2135 1939 1884 1633 1525 251 116 182 196 108 114
is_linear=0
shrinkage=0.0105204


Tree=1967
num_leaves=11
num_cat=0
split_feature=40 10 11 11 3 3 15 456 3 4
split_gain=2.6214 2.13952 2.23873 2.00943 1.24219 4.38516 1.594 1.66884 1.65398 0.61335
threshold=0.051255000000000002 -0.11058499999999999 0.075910000000000019 0.085630000000000026 0.12991000000000003 0.10812000000000001 -0.40312499999999996 0.088285000000000016 -0.13088999999999998 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 -8 -6
right_child=-2 2 3 -5 9 -7 7 -9 -10 -11
leaf_value=-0.0012045006554075352 -0.0015499503417913856 -0.00064273981128635692 0.0035896683278510287 0.0011794628455967383 0.0010875876542146962 -0.0022991284766134914 -0.00095366197258445738 0.0025989490523068018 0.00091955913074170058 0.0026033749872106065
leaf_weight=55 52 78 66 101 59 52 56 66 1707 65
leaf_count=55 52 78 66 101 59 52 56 66 1707 65
internal_value=0 0.00088565 0.000936793 0.00213269 0.00084086 0.000774832 0.000858713 0.000922806 0.000859993 0.00188308
internal_weight=0 2305 2250 167 2083 1959 1907 1829 1763 124
internal_count=2357 2305 2250 167 2083 1959 1907 1829 1763 124
is_linear=0
shrinkage=0.0107308


Tree=1968
num_leaves=11
num_cat=0
split_feature=40 148 0 43 49 13 3 3 12 15
split_gain=1.81358 1.90002 2.96464 1.79816 1.28539 1.33642 1.85147 3.76714 2.22693 1.08036
threshold=0.051255000000000002 -0.078369999999999981 -0.23070499999999997 -0.24238999999999997 0.14255500000000002 0.10068000000000001 -0.14906999999999998 -0.10583499999999998 0.088395000000000015 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 5 6 8 -8 -5 -4
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00089098367847106354 -0.001451746705283741 0.0036708335015398705 0.0036007481300344324 0.00064628836574930992 -0.0010244007223065513 -0.00080425476232756719 -0.0024372307863863331 0.00086264570692357024 0.004073047736519923 0.0011973367706477798
leaf_weight=90 52 55 52 55 58 73 52 1756 56 58
leaf_count=90 52 55 52 55 58 73 52 1756 56 58
internal_value=0 0.000829545 0.000899512 0.000828886 0.000748025 0.000799697 0.000860779 0.000767666 0.00237627 0.00233467
internal_weight=0 2305 2215 2160 2050 1992 1919 1808 111 110
internal_count=2357 2305 2215 2160 2050 1992 1919 1808 111 110
is_linear=0
shrinkage=0.0120847


Tree=1969
num_leaves=13
num_cat=0
split_feature=151 148 9 151 1 1453 3 3 4 1 3 0
split_gain=1.32279 2.92194 2.14373 1.70599 1.8012 1.62926 1.45636 2.45802 1.65704 1.54 2.2978 2.19596
threshold=-0.083274999999999988 -0.066239999999999979 1.0000000180025095e-35 -0.086824999999999986 0.08617000000000001 -0.077764999999999987 0.12991000000000003 0.099930000000000005 0.0082450000000000006 0.10491000000000002 -0.038414999999999998 -0.15385999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3 7 9 -8 11 -11 -7
right_child=1 2 -4 -5 -6 6 8 -9 -10 10 -12 -13
leaf_value=0.0018272813706898675 -0.0019448692234465428 0.002263741419677146 0.0026368029066580864 0.0027408760999947284 -0.00034092063913388404 0.0028386063035653161 0.00032726149150008626 -0.0020164602745778182 0.0030458514581536691 0.0005284660134162951 -0.001621658900170582 0.00050248494825852843
leaf_weight=98 59 64 61 77 93 52 56 52 56 151 105 1433
leaf_count=98 59 64 61 77 93 52 56 52 56 151 105 1433
internal_value=0 0.000503861 0.00057509 0.00133737 0.000770936 0.000511157 0.000452215 0.000374979 0.00168762 0.000446474 -0.000352956 0.000584369
internal_weight=0 2089 2030 268 191 1969 1905 1793 112 1741 256 1485
internal_count=2357 2089 2030 268 191 1969 1905 1793 112 1741 256 1485
is_linear=0
shrinkage=0.0111644


Tree=1970
num_leaves=25
num_cat=0
split_feature=4 3 40 3 15 3 13 15 4 15 123 2 2 376 4 4 1213 3 3 4 4 43 3 2
split_gain=103.789 34.4818 16.6058 8.57516 6.78438 7.13591 5.50096 6.62427 5.75826 6.39282 4.39332 3.65222 3.34674 2.55988 2.2529 1.35931 1.35623 1.59423 1.12775 0.975186 1.39637 1.23687 0.936273 0.418225
threshold=0.27161500000000005 0.20828500000000003 -0.03549999999999999 0.13772500000000001 0.03981500000000001 -0.12077499999999998 -0.078734999999999986 -0.11664999999999999 -0.26545999999999997 -0.006494999999999999 0.084445000000000006 0.11543000000000002 0.090225000000000014 0.083960000000000021 -0.50547999999999982 -0.082249999999999976 -0.020279999999999996 -0.07964499999999998 -0.085104999999999986 0.043850000000000007 -0.0062699999999999987 -0.085224999999999981 -0.081814999999999985 0.086535000000000015
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 2 13 10 6 -6 19 -8 14 -10 11 -2 15 -1 -9 18 -14 -18 -7 20 21 -4 -17 -22
right_child=3 -3 4 -5 5 12 7 8 9 -11 -12 -13 16 -15 -16 22 17 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0018440296376997501 0.0014962120827140203 0.00032961469414285625 0.0026910494969297734 -0.00026141619071149916 0.0034747974865875467 0.0026982624675012451 0.0028626438704971238 0.002154071520388092 0.0020404757295371854 0.0011470601270884664 0.00030444066162589497 0.00064428224112535182 0.0026068518849657373 0.0011703391774180623 0.0028516825092182148 0.0023593418744949327 0.0017904338965234543 0.002336446758747856 0.0031195259441157259 0.0022588437300048655 0.0029897164864075981 0.0023102307773889713 0.0026463454689391636 0.0026713236077396708
leaf_weight=89 74 55 98 58 58 224 75 55 364 61 64 59 58 63 68 127 54 101 52 73 53 133 187 61
leaf_count=89 74 55 98 58 58 224 75 55 364 61 64 59 58 63 68 127 54 101 52 73 53 133 187 61
internal_value=0 0.00232344 0.00237681 0.00060032 0.00244168 0.00260943 0.0023029 0.00215072 0.00205324 0.00191231 0.000854168 0.00111849 0.00254689 0.00156498 0.00253996 0.00264612 0.00227191 0.0021464 0.00277773 0.00252965 0.00258687 0.00247191 0.00253035 0.00281959
internal_weight=0 2109 2054 255 1902 861 1041 623 548 425 197 133 803 152 123 590 213 155 276 418 345 231 314 114
internal_count=2364 2109 2054 255 1902 861 1041 623 548 425 197 133 803 152 123 590 213 155 276 418 345 231 314 114
is_linear=0
shrinkage=0.00255085


Tree=1971
num_leaves=12
num_cat=0
split_feature=3 14 0 151 41 4 3 3 0 0 2
split_gain=2.52622 2.60804 1.54274 1.81817 2.53991 1.90427 1.92012 1.44379 1.39395 1.35948 1.10128
threshold=0.25468500000000005 -0.10708499999999999 -0.13314999999999996 0.085465000000000013 0.077565000000000009 -0.37983499999999992 -0.008649999999999998 -0.020854999999999995 -0.21196999999999996 0.12212000000000002 0.12454500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 9 10 -3 -9 -4 -7
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.0021352581518458216 -0.0010424413025798213 -0.001263414551906262 0.0024649880731446288 0.0022323942433987408 -0.001347263323610753 0.00058091579099186651 -0.00094626468797776411 -0.00052216365749294157 0.0012703181528450742 0.00065435885585917678 -0.00058697984808040837
leaf_weight=85 101 87 76 55 67 1496 85 90 70 75 77
leaf_count=85 101 87 76 55 67 1496 85 90 70 75 77
internal_value=0 0.000497507 0.000433544 0.000524263 0.00047413 0.000541645 0.000448261 -0.000275261 0.000261411 0.00156634 0.000523681
internal_weight=0 2263 2178 1931 1876 1809 1658 247 160 151 1573
internal_count=2364 2263 2178 1931 1876 1809 1658 247 160 151 1573
is_linear=0
shrinkage=0.00952868


Tree=1972
num_leaves=26
num_cat=0
split_feature=4 2 15 123 4 0 15 0 16 0 2 16 4 16 4 15 16 15 2 16 16 0 4 2 403
split_gain=141.836 33.4714 20.6832 14.4194 11.3649 7.92655 13.0238 6.22934 13.1161 4.01362 3.86916 4.88599 3.42955 4.62127 2.76365 2.12914 1.51768 1.96037 1.15436 1.49476 1.33133 1.10431 1.04276 0.672959 0.608563
threshold=0.27161500000000005 0.13673000000000005 0.03981500000000001 0.081180000000000016 -0.11205499999999999 -0.12608499999999997 -0.097984999999999989 -0.075969999999999996 0.066275000000000014 0.047740000000000012 0.12708000000000003 -0.50327499999999992 0.032965000000000001 -0.13644999999999999 -0.016339999999999997 0.091230000000000019 0.0031900000000000006 0.09653500000000001 0.084825000000000025 -0.084089999999999984 -0.088504999999999986 -0.081854999999999997 -0.085574999999999984 0.087325000000000014 -1.0000000180025095e-35
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=1 2 3 5 -4 6 -1 12 -9 -10 11 -2 14 -14 -7 18 17 24 20 -20 -6 -19 -22 -21 -17
right_child=10 -3 4 -5 15 7 -8 8 9 -11 -12 -13 13 -15 -16 16 -18 21 19 23 22 -23 -24 -25 -26
leaf_value=0.0030869425814260302 0.0014701896834626858 0.0012986188296231617 0.0041326085446170089 0.0016832800179455577 0.0035229380231127155 0.0026238694428714323 0.0015209554196152779 0.0016406364778587393 0.0025105757958278616 0.0031314473323258 0.00041358720991890852 0.0006151451219095301 0.0029959033113061942 0.0020882339433461817 0.0031072359585620013 0.0029037285566001123 0.0025391974613838126 0.0034435377442601171 0.0027882631259205353 0.0030263742680272888 0.0033545824778089548 0.0029901032673153578 0.0029440732341794464 0.0034049419009651491 0.0025562965739901254
leaf_weight=52 80 92 60 95 77 89 83 82 153 107 94 81 72 64 371 64 66 52 103 66 68 91 87 53 62
leaf_count=52 80 92 60 95 77 89 83 82 153 107 94 81 72 64 371 64 66 52 103 66 68 91 87 53 62
internal_value=0 0.0027454 0.00281137 0.00259956 0.00310274 0.00268066 0.00212434 0.0027607 0.0024964 0.00276619 0.0008093 0.00104017 0.00291231 0.00256896 0.00301377 0.00302439 0.00287518 0.00295751 0.00313444 0.00300651 0.00325674 0.00315517 0.00312434 0.0031952 0.00273298
internal_weight=0 2109 2017 1168 849 1073 135 938 342 260 255 161 596 136 460 789 335 269 454 222 232 143 155 119 126
internal_count=2364 2109 2017 1168 849 1073 135 938 342 260 255 161 596 136 460 789 335 269 454 222 232 143 155 119 126
is_linear=0
shrinkage=0.0024518


Tree=1973
num_leaves=33
num_cat=0
split_feature=1 52 15 52 12 1 15 12 12 1 124 12 49 1 43 15 43 12 15 49 12 16 15 16 16 12 15 15 52 16 402 52
split_gain=47.5222 11.9003 7.58316 7.54095 5.73779 5.26354 4.50533 4.3045 4.04565 5.37852 4.42896 4.11668 3.43221 3.28614 3.22394 3.00048 2.39498 2.24279 1.68615 2.6871 1.45308 1.36054 1.27826 1.25461 1.12508 1.08413 0.880791 0.686007 0.544916 0.492236 0.398966 0.107845
threshold=0.10335000000000001 -0.42364999999999992 0.03981500000000001 0.17829500000000004 0.083825000000000024 0.088595000000000021 -0.033689999999999991 0.086160000000000014 -1.0000000180025095e-35 0.13662500000000002 -0.083034999999999984 0.089475000000000013 -0.00035499999999999996 0.13368000000000005 -0.12584499999999996 0.091230000000000019 -0.025664999999999997 0.099815000000000015 -0.046449999999999998 -0.008964999999999999 0.086565000000000017 0.00088000000000000003 -0.10753999999999998 -0.074874999999999983 -0.079344999999999985 0.090840000000000018 0.087720000000000006 -0.069404999999999981 0.085625000000000021 -0.11180499999999999 -0.094369999999999996 0.10233500000000001
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=2 -2 4 8 5 6 -1 16 10 11 -3 29 -7 -12 -6 25 -4 18 20 -20 -16 24 -22 -18 -17 26 28 -19 -9 -10 -26 -32
right_child=1 3 7 -5 14 12 -8 15 9 -11 13 -13 -14 -15 17 21 23 27 19 -21 22 -23 -24 -25 30 -27 -28 -29 -30 -31 31 -33
leaf_value=0.002605665754746099 0.0025980212114366319 0.0015238783958877625 0.0033917721580056176 0.0023146569216436451 0.0017465509496482452 0.00099119805959992308 0.0018093567107437516 0.0029106386838625097 0.0011950026928457247 0.00073750072294477141 0.00017778178154916421 0.002221062415824173 0.0019350503689727543 0.0010347349062558148 0.0027134247894001757 0.0021036090491923583 0.0025659521808403815 0.0023133644398639773 0.0023512145233531298 0.0030035600530331778 0.0026673624756843729 0.0019626618503200042 0.0022004651803009183 0.0030488563580995153 0.0023073083342765054 0.0029100925952318044 0.0023692139525735558 0.0018905737946317124 0.0025539202203355722 0.0015642598964459638 0.0026918770509253582 0.0025141127306175346
leaf_weight=99 62 66 55 52 52 53 102 55 52 52 54 68 56 76 79 71 102 53 80 102 53 70 200 62 52 89 98 58 73 52 52 64
leaf_count=99 62 66 55 52 52 53 102 55 52 52 54 68 56 76 79 71 102 53 80 102 53 70 200 62 52 89 98 58 73 52 52 64
internal_value=0 0.00150439 0.00240439 0.00136068 0.00224629 0.00194676 0.00220171 0.00258947 0.0012425 0.00148638 0.000963636 0.00171262 0.00147637 0.000678988 0.0023834 0.00247682 0.00291032 0.00243635 0.0025105 0.00271697 0.00239723 0.00229035 0.00229839 0.00274869 0.0023862 0.00265964 0.00256089 0.0020927 0.00270742 0.0013799 0.00250546 0.00259404
internal_weight=0 534 1830 472 987 310 201 843 420 224 196 172 109 130 677 624 219 625 514 182 332 309 253 164 239 315 226 111 128 104 168 116
internal_count=2364 534 1830 472 987 310 201 843 420 224 196 172 109 130 677 624 219 625 514 182 332 309 253 164 239 315 226 111 128 104 168 116
is_linear=0
shrinkage=0.00265391


Tree=1974
num_leaves=12
num_cat=0
split_feature=3 48 48 2 52 12 2 1427 0 0 48
split_gain=2.34461 1.43931 1.39183 1.07058 1.22476 1.81312 2.92345 1.60234 1.46568 1.8034 1.48855
threshold=0.25468500000000005 -0.087924999999999989 -0.026004999999999997 0.13971500000000001 1.0000000180025095e-35 -0.085719999999999977 -0.013254999999999998 0.078535000000000008 -0.14216999999999999 -0.10075499999999998 0.090720000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 -6 -10 -11
right_child=-2 2 3 -5 8 6 7 -9 9 10 -12
leaf_value=0.002385130437581655 -0.00083665294114428708 -0.00072546689086718885 -0.0008017445907750598 0.0018171906565761181 0.0025139555104355077 0.0027972293210911771 0.00039167147590447811 0.0022134064762888775 -0.00094558640396671749 0.0011356678771120322 -0.0005376286094149656
leaf_weight=53 101 68 102 91 60 59 988 52 52 679 59
leaf_count=53 101 68 102 91 60 59 988 52 52 679 59
internal_value=0 0.00073754 0.000697979 0.000743218 0.000695515 0.000487456 0.000607207 0.000482862 0.000989362 0.000873433 0.00100175
internal_weight=0 2263 2210 2142 2051 1201 1099 1040 850 790 738
internal_count=2364 2263 2210 2142 2051 1201 1099 1040 850 790 738
is_linear=0
shrinkage=0.0101119


Tree=1975
num_leaves=20
num_cat=0
split_feature=4 123 2 133 2 2 2 50 0 0 4 4 4 0 0 0 133 50 50
split_gain=71.3323 24.6667 12.6005 4.06598 3.23916 2.90684 4.04848 2.61331 3.22059 3.65049 8.66937 2.7613 2.29975 1.88058 1.15238 1.08918 0.757511 0.428096 0.562204
threshold=0.30163500000000004 1.0000000180025095e-35 0.11668500000000002 0.087035000000000015 0.14461000000000004 0.13538500000000001 1.0000000180025095e-35 0.041865000000000006 0.057400000000000007 -0.13314999999999996 0.016695000000000005 0.0051600000000000005 -0.086734999999999993 -0.092734999999999984 -0.10490499999999998 -0.063519999999999979 0.087720000000000006 0.092855000000000007 0.11318500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 15 6 -2 8 9 10 -1 13 -9 -11 -13 -4 17 -14 -19
right_child=5 3 4 -5 -6 -7 -8 12 -10 11 -12 14 16 -15 -16 -17 -18 18 -20
leaf_value=0.0018691558740527438 0.00080945519024457166 0.0018877764417092916 0.0019707948073463539 0.00092320190031880043 0.0014313788759574779 0.00069127061451664678 0.0016836509542132519 0.0034878585938511461 0.0022031187492094371 0.0033073121352430032 0.0031910021934606595 0.0028794468681446125 0.0031853264680437358 0.0028341568481441873 0.0024303618380513438 0.0025241520878119495 0.0026865987770251188 0.0027820777246752534 0.0030761950546468087
leaf_weight=98 68 84 52 52 53 86 91 54 84 67 58 56 54 887 178 54 103 117 86
leaf_count=98 68 84 52 52 53 86 91 54 84 67 58 56 54 887 178 54 103 117 86
internal_value=0 0.00263523 0.00271106 0.00151918 0.00197929 0.00109291 0.00130996 0.00277421 0.00271907 0.00275129 0.0023608 0.00280255 0.00296436 0.00286742 0.00253796 0.00225297 0.00288575 0.00296545 0.00290682
internal_weight=0 2137 2001 136 159 245 159 1842 1428 1344 156 1188 414 954 234 106 360 257 203
internal_count=2382 2137 2001 136 159 245 159 1842 1428 1344 156 1188 414 954 234 106 360 257 203
is_linear=0
shrinkage=0.00270699


Tree=1976
num_leaves=24
num_cat=0
split_feature=1 4 12 1 2 14 4 0 0 159 43 2 159 0 15 13 4 0 133 1454 4 15 52
split_gain=132.439 25.4467 14.6364 10.522 9.57794 5.96748 3.84798 3.99258 3.58172 3.70759 5.37617 3.41688 3.27753 3.11498 3.04065 2.96775 2.30729 2.14788 1.81585 1.61792 1.59927 1.25276 0.665783
threshold=0.10335000000000001 0.27287000000000006 0.087245000000000003 0.13075500000000004 0.099675000000000014 0.062655000000000016 0.032965000000000001 -0.11471499999999998 -0.079249999999999987 -0.032739999999999991 -0.082039999999999988 0.12131500000000002 0.078675000000000009 -0.080689999999999984 -0.42759999999999992 0.046185000000000004 -0.0097949999999999982 -0.096594999999999986 0.089725000000000013 0.081220000000000014 0.45363500000000007 -0.092729999999999993 -0.082354999999999984
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 12 20 5 6 7 -1 17 -10 -11 13 16 -6 -5 -4 -2 -9 22 -19 -3 -8 -15
right_child=1 3 15 14 11 -7 21 8 9 10 -12 -13 -14 18 -16 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.0021668727579111 0.0018721486334512269 0.00090739193183394672 0.0026738393844382359 0.00053204869949724368 0.00209239364955971 0.0035049399448710528 0.0025789551090390985 0.0033505605457633449 0.0031749609820561505 0.0019627201308848306 0.0026935082074596838 0.001830475446386345 0.00077051880583276552 0.0030238252799352733 -0.0002606175500585755 0.0019295178328821213 0.0011836204482467338 0.0028796987275027074 0.0022890738351005586 0.0024339252255489666 0.0014881082671928331 0.0020751676626045148 0.0026398131502247892
leaf_weight=63 56 55 79 63 101 63 57 56 55 86 207 71 52 53 54 55 62 797 60 53 60 64 60
leaf_count=63 56 55 79 63 101 63 57 56 55 86 207 71 52 53 54 55 62 797 60 53 60 64 60
internal_value=0 0.00129561 0.00176235 0.000683901 0.00268013 0.00276489 0.00273245 0.00277099 0.00280132 0.00258915 0.0024791 0.00231129 0.00128438 0.00243579 0.000165979 0.00236853 0.0015106 0.00288278 0.00263612 0.00285193 0.0012106 0.00231271 0.00282016
internal_weight=0 536 304 232 1846 1501 1438 1317 1254 348 293 345 170 274 117 134 118 906 173 850 115 121 113
internal_count=2382 536 304 232 1846 1501 1438 1317 1254 348 293 345 170 274 117 134 118 906 173 850 115 121 113
is_linear=0
shrinkage=0.0024518


Tree=1977
num_leaves=13
num_cat=0
split_feature=0 3 9 0 9 151 2 3 2 0 0 3
split_gain=2.69633 4.66349 1.61216 1.42378 1.54968 1.69873 1.99062 2.3538 1.07484 1.05886 1.23317 0.779327
threshold=0.057400000000000007 -0.1535 0.087755000000000014 0.023440000000000003 -0.013509999999999999 0.086470000000000005 0.11668500000000002 0.10924500000000002 0.082130000000000022 -0.074754999999999988 -0.14012999999999998 -0.013399999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -6 10 -8 -11
right_child=1 -3 -4 -5 5 -7 9 -9 -10 11 -12 -13
leaf_value=0.0029034090398146009 0.0014507538388248769 -0.0026121644622818718 -0.00075253785066456121 0.0029069506122945872 0.0016145304034154554 -0.00076790630718590286 0.00050179978990747139 0.0034436475049082591 0.00098101876069188747 0.00021509174570236655 -0.0018950021347467318 0.0018492829878281243
leaf_weight=57 73 68 58 55 461 63 55 58 1219 108 52 55
leaf_count=57 73 68 58 55 461 63 55 58 1219 108 52 55
internal_value=0 -0.000507822 0.00108332 0.00113215 0.00108622 0.00103615 0.00109281 0.00123138 0.00115493 0.000200439 -0.000661887 0.000767237
internal_weight=0 141 2241 2183 2128 2071 2008 1738 1680 270 107 163
internal_count=2382 141 2241 2183 2128 2071 2008 1738 1680 270 107 163
is_linear=0
shrinkage=0.0111644


Tree=1978
num_leaves=11
num_cat=0
split_feature=31 14 12 13 12 12 132 41 12 131
split_gain=2.70599 2.36227 3.38211 1.99689 1.56176 1.19559 1.14673 2.73239 1.71936 1.61915
threshold=-0.051829999999999994 -0.31058999999999998 -0.10236499999999998 -0.15310499999999996 -0.085719999999999977 0.081810000000000008 0.087955000000000019 0.07831500000000001 0.08073000000000001 0.086090000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 8 -6 -8
right_child=1 2 3 4 6 -7 9 -9 -10 -11
leaf_value=-0.001449462969256875 -0.0010701202933011589 0.0035866715665346808 0.00056685626901635544 -0.00047718893491053015 0.0017808578802350615 -0.0016451695036100225 -0.0011820014619880459 0.0035064792282000967 0.00085649755174932311 0.0010874033739917254
leaf_weight=62 73 56 59 89 288 58 67 54 1490 86
leaf_count=62 73 56 59 89 288 58 67 54 1490 86
internal_value=0 0.000866874 0.000929855 0.000861895 0.000940399 -0.000528705 0.00100402 0.00108005 0.00100629 9.2848e-05
internal_weight=0 2320 2247 2191 2074 117 1985 1832 1778 153
internal_count=2382 2320 2247 2191 2074 117 1985 1832 1778 153
is_linear=0
shrinkage=0.0109455


Tree=1979
num_leaves=11
num_cat=0
split_feature=40 14 12 148 1455 49 49 42 49 1
split_gain=2.0816 1.64817 1.35406 1.28758 1.33705 1.36312 2.47122 1.16234 1.01317 0.644333
threshold=-0.084904999999999994 -0.31058999999999998 -0.10236499999999998 -0.083779999999999979 0.10534 -0.073054999999999981 -0.046979999999999987 0.087495000000000003 0.11580500000000001 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 9 -8 -5
right_child=1 2 3 4 -6 6 8 -9 -10 -11
leaf_value=-0.00097296131451287576 -0.00075877392701673943 0.0022391012817229612 0.0022282233430301213 0.0016183818540419772 0.0022026996481045763 -0.0013550466616677457 0.00066056957836156433 0.0026669499604230432 -0.00027566266979993506 0.0001869113398061669
leaf_weight=81 79 59 54 65 55 69 1674 55 127 64
leaf_count=81 79 59 54 65 55 69 1674 55 127 64
internal_value=0 0.00067583 0.000726884 0.000685586 0.000646036 0.000604301 0.000522497 0.00143508 0.00059449 0.000909032
internal_weight=0 2301 2222 2163 2109 2054 1870 184 1801 129
internal_count=2382 2301 2222 2163 2109 2054 1870 184 1801 129
is_linear=0
shrinkage=0.0101119


Tree=1980
num_leaves=21
num_cat=0
split_feature=4 12 150 43 2 2 14 2 4 484 4 12 2 4 12 157 40 15 15 2
split_gain=59.0445 16.9578 10.1701 7.24803 5.94544 4.77341 4.67985 4.11997 5.72184 3.26429 3.11221 2.96302 3.63658 2.35843 2.32163 2.25837 1.87663 1.28992 0.708618 0.487087
threshold=0.27161500000000005 0.078515000000000015 0.083680000000000018 -0.012149999999999999 0.12454500000000002 0.14106500000000002 0.023790000000000002 0.09036000000000001 -0.15450999999999995 -0.075729999999999978 0.053255000000000004 0.023990000000000004 0.093365000000000017 -0.14994999999999997 0.096475000000000019 -0.083209999999999992 -0.055059999999999991 -0.047584999999999995 -0.088184999999999986 0.087325000000000014
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 2 3 -1 6 11 9 -5 -9 17 13 12 -2 -11 -12 -15 -4 18 -3 -19
right_child=5 4 16 7 -6 -7 -8 8 -10 10 14 -13 -14 15 -16 -17 -18 19 -20 -21
leaf_value=0.0015066024846445202 0.00046116930718981399 0.0026964378614358678 0.0015122541402321833 0.0027927742671987397 0.0015477449872371479 0.00034443705953824153 0.0031800001429157206 0.0026653340764680776 0.0015765314372511929 0.0019682922864069034 0.0022595876090654768 0.0016693572686449218 0.0013000923798156059 0.0020405396889320504 0.0015948901694272223 0.0024623712890700397 0.0008555752537594101 0.0030625425978840228 0.0022732313835372052 0.0027187415499591856
leaf_weight=102 55 53 55 80 52 59 52 56 72 79 87 56 87 91 57 988 59 53 53 60
leaf_count=102 55 53 55 80 52 59 52 56 72 79 87 56 87 91 57 988 59 53 53 60
internal_value=0 0.00227922 0.00182465 0.00206434 0.00239781 0.000981945 0.0024259 0.00233772 0.0020531 0.0024001 0.00235147 0.00117177 0.000975349 0.00239556 0.00199667 0.00242682 0.00117263 0.0026891 0.00248509 0.00288023
internal_weight=0 2049 424 310 1625 257 1573 208 128 1521 1302 198 142 1158 144 1079 114 219 106 113
internal_count=2306 2049 424 310 1625 257 1573 208 128 1521 1302 198 142 1158 144 1079 114 219 106 113
is_linear=0
shrinkage=0.00255085


Tree=1981
num_leaves=21
num_cat=0
split_feature=1 2 150 1 14 2 2 2 16 1 1 43 51 1447 484 16 16 4 13 4
split_gain=96.2103 16.7365 13.2523 11.1535 9.6642 8.27899 8.1662 7.09722 4.87973 5.11717 4.7352 4.56283 4.12504 4.25969 4.11697 3.31582 2.84103 2.74079 1.9104 0.360579
threshold=0.11507500000000002 0.14530500000000005 0.083435000000000023 0.085720000000000005 0.062655000000000016 0.098150000000000015 -0.007134999999999999 1.0000000180025095e-35 0.31615500000000002 0.10538500000000002 0.088340000000000016 -0.015804999999999996 0.11178000000000002 -0.083899999999999988 0.086935000000000012 -0.015159999999999998 -0.016079999999999994 0.098655000000000007 0.17982000000000001 0.41181500000000004
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 6 4 -4 5 12 -2 -8 9 15 -10 -5 13 16 18 17 -1 -7 -15 -9
right_child=1 -3 3 11 -6 8 7 19 10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0022357169296519834 0.00026411941339238862 -0.0002329217117454972 0.0021163120904902949 0.0014667938007040923 0.0028437564826419826 0.0021712796244502622 0.0018062741919035608 0.00099047429175856509 0.0017565575399851869 0.00099747470416104581 0.0026111702139637802 0.00063023570520640308 0.0015490845434616197 0.0021356222758893567 0.0016045451025800902 0.0013688207905370655 0.0029773588901850123 0.0015631060399779999 0.0025719899304589345 0.00072076089132695688
leaf_weight=55 62 80 89 73 81 100 66 52 77 57 59 62 59 961 74 78 52 62 55 52
leaf_count=55 62 80 89 73 81 100 66 52 77 57 59 62 59 961 74 78 52 62 55 52
internal_value=0 0.000660219 0.00201299 0.00149353 0.00207871 0.00204201 0.000968303 0.00122498 0.00177159 0.00160854 0.00212749 0.00108278 0.00213522 0.00216409 0.00212163 0.00175357 0.00259637 0.00193867 0.00215927 0.00085585
internal_weight=0 312 1994 224 1770 1689 232 170 433 297 136 135 1256 1197 1090 240 107 162 1016 104
internal_count=2306 312 1994 224 1770 1689 232 170 433 297 136 135 1256 1197 1090 240 107 162 1016 104
is_linear=0
shrinkage=0.00226508


Tree=1982
num_leaves=15
num_cat=0
split_feature=48 0 160 15 15 0 14 1452 157 1456 0 43 0 48
split_gain=2.34317 3.31965 2.87992 2.0136 1.69038 1.66231 2.2394 1.72251 1.78723 1.34007 1.15215 1.14336 0.906318 0.840175
threshold=0.093265000000000015 -0.061654999999999995 -0.54856499999999986 -0.26826999999999995 -0.13309999999999997 -0.13972999999999997 1.0000000180025095e-35 0.088995000000000019 -0.086284999999999987 0.056265000000000009 -0.10264999999999998 -0.072864999999999985 -0.18087499999999998 0.10445500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 11 -5 6 12 8 -7 -10 -2 -4 -6 -12
right_child=1 -3 3 4 5 7 -8 -9 9 -11 13 -13 -14 -15
leaf_value=0.0038748058356470583 -0.00051301397035749432 -0.0028347558774612148 -0.0016983178527993227 0.0029059012178105493 8.3825853170123946e-06 -0.00034991159674548929 0.0019368219136960028 -0.0010130318452081025 0.0012236521679097204 0.0025856432249519055 0.00036685211409764944 0.00045696548876071196 -0.0022082838052339994 0.0024626064120147903
leaf_weight=54 88 56 59 76 54 102 53 54 1313 120 62 102 58 55
leaf_count=54 88 56 59 76 54 102 53 54 1313 120 62 102 58 55
internal_value=0 -0.000174605 0.00106519 0.000988926 0.00110521 0.00102712 -0.000149776 0.00114941 0.00122556 0.0013378 0.000551429 -0.000332042 -0.00113836 0.00135316
internal_weight=0 261 2045 1991 1830 1754 165 1589 1535 1433 205 161 112 117
internal_count=2306 261 2045 1991 1830 1754 165 1589 1535 1433 205 161 112 117
is_linear=0
shrinkage=0.0123264


Tree=1983
num_leaves=19
num_cat=0
split_feature=3 13 484 48 49 51 393 157 157 42 49 3 42 3 151 15 48 13
split_gain=3.61083 3.8414 1.38604 1.73699 2.90666 2.23898 1.75059 1.4306 2.19555 1.73293 1.54531 2.41646 1.10445 0.818762 0.809546 0.476698 0.446365 0.261542
threshold=0.11745500000000002 -0.11122999999999998 -0.076984999999999984 0.093265000000000015 -0.13878999999999997 0.045645000000000005 0.086855000000000016 -0.065184999999999979 -0.081329999999999986 0.083665000000000003 -0.008964999999999999 0.045635000000000002 0.077855000000000021 -0.086049999999999988 -0.00047999999999999996 -0.077134999999999995 0.10557500000000002 -0.46134499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 13 4 -4 16 7 8 9 -6 12 -12 -9 -1 -15 -16 -5 -2
right_child=1 -3 3 5 6 -7 -8 10 -10 -11 11 -13 -14 14 15 -17 -18 -19
leaf_value=0.002540282162291531 0.00089897732296659175 -0.0029608025338244992 0.0031543825462399793 -0.00024287341956978441 0.0020180878151289153 -0.0021985082604211218 -0.00076231368424035364 -0.00096943037286480866 -0.0018996078929420365 -0.00032383039206100589 0.000940690722935978 0.0032245410354649648 0.00088319605157740233 0.0022927878042048253 0.001339107745973204 7.0364343871379104e-05 0.0010692624666023423 -0.00014135591998303289
leaf_weight=68 55 62 58 55 61 52 88 80 54 90 1147 56 69 53 71 66 65 56
leaf_count=68 55 62 58 55 61 52 88 80 54 90 1147 56 69 53 71 66 65 56
internal_value=0 -0.000821052 0.000790589 0.000689008 0.000792826 -0.000338247 0.000709492 0.00079275 -4.20498e-05 0.000621484 0.000919414 0.0010471 -0.000110734 0.00152838 0.00116562 0.000728725 0.000466912 0.000373092
internal_weight=0 173 2133 1875 1703 172 1645 1557 205 151 1352 1203 149 258 190 137 120 111
internal_count=2306 173 2133 1875 1703 172 1645 1557 205 151 1352 1203 149 258 190 137 120 111
is_linear=0
shrinkage=0.0107308


Tree=1984
num_leaves=17
num_cat=0
split_feature=3 4 403 400 9 484 3 2 376 457 13 4 3 42 2 1212
split_gain=3.00411 2.30051 2.56206 1.67503 1.48668 1.17919 1.35438 2.43112 1.21925 1.63682 0.946607 0.798534 0.947253 1.35339 0.465754 0.248125
threshold=0.31400500000000003 -0.082634999999999986 0.057560000000000007 -0.077959999999999988 0.085555000000000006 0.11336500000000001 0.091170000000000015 0.11225500000000001 0.084700000000000011 0.048870000000000004 0.060910000000000013 -0.37626499999999991 -0.085754999999999984 0.080060000000000006 0.092365000000000017 0.0025400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 5 6 8 -8 9 -5 11 -1 13 15 -12 -13
right_child=-2 3 -4 4 -6 -7 7 -9 -10 -11 14 12 -14 -15 -16 -17
leaf_value=0.0026695194977212752 -0.0016316065136818964 -0.0011760302042758668 -0.0009316893624090524 0.00055550336995878816 0.0022929899659877707 -0.00089276361853419346 -0.002027064323063486 0.00089675494771960726 -0.0010014498204644184 0.0018742776507116054 0.0014491928036918147 0.00081120473319402312 0.00049189566973529316 0.0033039493741029275 0.00010093551009169133 0.0018125621542230074
leaf_weight=91 70 71 55 1225 52 72 64 67 52 119 53 63 76 56 67 53
leaf_count=91 70 71 55 1225 52 72 64 67 52 119 53 63 76 56 67 53
internal_value=0 0.000625522 0.00125565 0.000437369 0.000506821 0.000448663 0.000511988 -0.000530801 0.000609925 0.000672355 0.001518 0.00180815 0.00149162 0.00193269 0.000697371 0.00126971
internal_weight=0 2236 514 1722 1651 1599 1527 131 1396 1344 459 339 248 172 120 116
internal_count=2306 2236 514 1722 1651 1599 1527 131 1396 1344 459 339 248 172 120 116
is_linear=0
shrinkage=0.0107308


Tree=1985
num_leaves=19
num_cat=0
split_feature=1 1 14 123 3 2 2 15 4 15 160 2 155 4 0 3 3 15
split_gain=54.9367 7.99038 8.40512 7.54306 7.50144 4.07742 4.58516 3.75005 3.48699 3.48062 3.444 3.6843 3.19315 4.68775 2.18758 2.63838 3.24137 1.60331
threshold=0.109225 0.092860000000000012 0.062655000000000016 1.0000000180025095e-35 -0.06340999999999998 0.14721500000000001 -0.0050599999999999994 -0.077559999999999976 0.094510000000000025 0.022565000000000005 -0.53183499999999984 0.11366500000000002 0.10626500000000001 0.043850000000000007 -0.0076699999999999989 0.081640000000000004 -0.034684999999999994 -0.050699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 9 8 6 -6 -8 -2 12 -1 14 13 -3 15 16 -12 -13
right_child=4 3 -4 -5 5 -7 7 -9 -10 -11 11 17 -14 -15 -16 -17 -18 -19
leaf_value=0.0028882936907319275 0.0021541302898125344 0.0010152797214477551 0.0032446794203763755 0.0010104210887513069 0.00049398539809250163 0.00035516740166119908 0.0010191810712525257 0.0018876104430763502 0.0012531729320572071 0.0024265994943740241 0.002221994450537459 0.0020976471466514356 0.002329132382622499 0.0020144299627511946 0.0026913536044732679 0.0016668907028552862 0.0028590080196908502 0.0015140003806953662
leaf_weight=53 56 56 58 62 63 70 93 53 61 93 1185 61 56 74 73 55 57 68
leaf_count=53 56 56 58 62 63 70 93 53 61 93 1185 61 56 74 73 55 57 68
internal_value=0 0.00219445 0.00227115 0.00183222 0.00113137 0.000899259 0.00108136 0.00133462 0.00168464 0.00201474 0.00223475 0.00221162 0.00180866 0.00158424 0.00225128 0.00222649 0.00225125 0.0017902
internal_weight=0 1951 1610 341 396 279 209 146 117 279 1552 1499 186 130 1370 1297 1242 129
internal_count=2347 1951 1610 341 396 279 209 146 117 279 1552 1499 186 130 1370 1297 1242 129
is_linear=0
shrinkage=0.00260187


Tree=1986
num_leaves=22
num_cat=0
split_feature=1 123 1 123 0 0 49 51 0 0 0 0 159 403 42 51 393 49 49 0 403
split_gain=196.45 28.4028 21.5981 7.99442 11.5165 7.54569 4.99171 4.5131 3.82455 4.60443 7.29921 2.90158 2.59964 2.27123 2.1931 1.99806 1.22789 1.20844 1.44579 1.00526 0.880858
threshold=0.10574000000000001 0.081990000000000021 0.12541500000000003 0.081180000000000016 -0.14216999999999999 -0.18087499999999998 0.092625000000000013 -0.032359999999999993 -0.079249999999999987 -0.10490499999999998 -0.14216999999999999 -0.042364999999999993 0.082200000000000009 0.036225000000000007 -0.079234999999999986 -0.010724999999999998 0.08407000000000002 0.12603000000000003 0.10383500000000001 -0.079119999999999982 -0.23413499999999995
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 -2 -1 8 -4 9 10 -7 -6 17 14 -10 -16 20 18 -8 -9 -11
right_child=2 -3 7 -5 11 6 12 19 13 16 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.011098802689914618 0.0096580181771187927 0.010205458911046919 0.009943816997380386 0.0095642672254256881 0.011275716280517932 0.012241433623426853 0.011257871320800623 0.0088197793904305054 0.012287932186811295 0.011782812508491376 0.010975418333376676 0.010511317978558003 0.012078353617401791 0.011254158804553249 0.012100962599421223 0.011647211123869803 0.012469294035513711 0.011082556054589779 0.011802572262968103 0.0092639549522335433 0.012128894252382415
leaf_weight=82 58 72 54 59 104 61 64 69 66 60 64 52 55 52 92 274 73 54 78 80 724
leaf_count=82 58 72 54 59 104 61 64 69 66 60 64 52 55 52 92 274 73 54 78 80 724
internal_value=0 0.0118106 0.0099381 0.0104169 0.0106518 0.0118749 0.0119119 0.0092941 0.0119705 0.012065 0.0115935 0.0110211 0.0115695 0.0117788 0.0118419 0.0117613 0.0121337 0.0114266 0.0115573 0.00905845 0.0121024
internal_weight=0 1871 476 273 214 1799 1717 203 1466 982 125 156 251 484 432 366 857 196 142 149 784
internal_count=2347 1871 476 273 214 1799 1717 203 1466 982 125 156 251 484 432 366 857 196 142 149 784
is_linear=0
shrinkage=0.00260187


Tree=1987
num_leaves=20
num_cat=0
split_feature=1 1 12 160 1 12 13 4 4 15 12 12 12 13 15 13 4 133 15
split_gain=51.9322 10.1347 14.8668 7.21008 6.39939 8.26758 4.74543 4.55687 3.60041 3.41471 2.95 3.09585 2.45174 2.41224 2.38451 2.1231 2.24731 1.87857 0.930677
threshold=0.10574000000000001 0.13075500000000004 0.085090000000000013 -0.5335399999999999 0.090485000000000024 0.088435000000000014 -0.0031999999999999993 0.094510000000000025 0.26900000000000007 -0.15614499999999998 0.11721500000000001 0.077755000000000005 -0.013764999999999998 -0.11122999999999998 -0.42759999999999992 -0.072559999999999986 -0.079764999999999989 0.092470000000000011 -0.066974999999999993
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 7 -1 9 6 -6 -2 -3 -5 11 12 -11 -13 -10 -7 -17 -15 -4
right_child=1 8 18 4 5 15 -8 -9 14 10 -12 13 -14 17 -16 16 -18 -19 -20
leaf_value=0.0036482295504220159 0.0012359933931166665 0.0018164293506677919 0.0026163143492737256 0.0034688855751990027 0.0014288829255354116 0.0031653784423347998 0.0023620099162649155 0.0020517002838932093 0.001390299058978883 0.0028493512808840833 0.0021946482205757222 0.0033947409070649382 0.002161211257678263 0.0028868398866127862 0.00063825072367883597 0.0029878524415943388 0.0022785941188316504 0.0026366948243233788 0.0030953690588738599
leaf_weight=61 93 62 60 52 65 64 86 93 61 61 55 54 84 897 54 53 72 267 53
leaf_count=61 93 62 60 52 65 64 86 93 61 61 55 54 84 897 54 53 72 267 53
internal_value=0 0.0018043 0.00209656 0.00276704 0.00273733 0.00241506 0.00196052 0.001644 0.00131044 0.00281185 0.00278773 0.00281165 0.0024509 0.00285457 0.0010374 0.00277807 0.00257954 0.00282949 0.00284125
internal_weight=0 476 299 1871 1810 340 151 186 177 1470 1418 1363 145 1218 115 189 125 1164 113
internal_count=2347 476 299 1871 1810 340 151 186 177 1470 1418 1363 145 1218 115 189 125 1164 113
is_linear=0
shrinkage=0.00260187


Tree=1988
num_leaves=24
num_cat=0
split_feature=3 10 3 42 0 16 376 47 160 16 3 160 0 160 3 16 16 42 16 484 160 42 133
split_gain=50.5007 14.7379 12.8606 14.5336 6.83373 7.95213 5.59123 5.61131 3.8793 4.37701 3.77499 4.25133 2.71072 2.08876 1.9112 2.13026 1.34402 1.25829 1.21471 2.17877 1.44333 0.987723 0.316318
threshold=-0.058704999999999993 -0.0091199999999999979 0.11745500000000002 0.093565000000000023 -0.07304999999999999 -0.082354999999999984 0.080200000000000007 0.077555000000000013 0.0039250000000000005 0.024125000000000004 -0.1535 -0.0071899999999999993 -0.097199999999999995 -0.5335399999999999 -0.15078499999999997 0.0060650000000000009 -0.0021749999999999994 0.090485000000000024 -0.012149999999999999 -0.012019999999999998 -0.081639999999999976 0.08648500000000002 0.10784000000000001
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 6 13 -6 7 8 9 -3 -7 -12 -4 -1 -15 16 18 -13 19 -16 -20 -17 -19
right_child=1 2 12 -5 5 10 -8 -9 -10 -11 11 17 -14 14 15 21 -18 22 20 -21 -22 -23 -24
leaf_value=0.0029051482218159508 0.00063223966255441144 0.0016225668912032551 0.00088723199212806096 0.0010835649801981409 0.0012824784083608305 0.0026398701407285411 0.0014946001513916403 0.0029528918864847394 0.0026359406187199397 0.0024664006824883342 0.0014905118188216534 0.0024322604738434978 0.0015512220413310752 0.0019844073093495049 0.0027913525749905244 0.002434104088644101 0.0028152259417780203 0.0019596029671608063 0.0025070502877192593 0.0024414040149507892 0.0020042700684454236 0.0020317491229124695 0.0022069894985231901
leaf_weight=52 80 97 97 89 58 91 58 58 59 53 54 97 53 54 116 54 63 68 61 716 68 96 55
leaf_count=52 80 97 97 89 58 91 58 58 59 53 54 97 53 54 116 54 63 68 61 716 68 96 55
internal_value=0 0.00157931 0.0017136 0.00192789 0.00235417 0.00209407 0.00215903 0.00230327 0.00212287 0.00192089 0.00222297 0.00208442 0.00112201 0.00244011 0.0024204 0.00244043 0.00247903 0.00223008 0.00245696 0.00249023 0.00224221 0.00217676 0.00207043
internal_weight=0 644 564 414 1703 423 325 267 209 150 365 274 150 1280 1228 1174 1024 220 961 832 129 150 123
internal_count=2347 644 564 414 1703 423 325 267 209 150 365 274 150 1280 1228 1174 1024 220 961 832 129 150 123
is_linear=0
shrinkage=0.00235659


Tree=1989
num_leaves=25
num_cat=0
split_feature=1 52 1 4 1 11 124 11 42 4 13 42 160 1 484 43 4 4 4 1 42 393 4 42
split_gain=77.6276 14.605 8.91551 7.06122 4.12182 3.99633 3.72354 3.55288 3.46981 2.78405 2.28032 2.78109 2.93031 2.59051 2.17532 1.75011 1.664 1.62119 1.54195 1.49418 1.41983 1.33948 1.01918 0.40388
threshold=0.10574000000000001 -0.26738999999999996 0.13075500000000004 0.053255000000000004 0.083555000000000018 1.0000000180025095e-35 -0.080389999999999989 0.085630000000000026 1.0000000180025095e-35 0.27044500000000005 -0.077849999999999989 -0.0015249999999999999 -0.090764999999999985 0.082615000000000008 -0.077774999999999983 0.055170000000000004 0.055260000000000011 -0.080954999999999985 0.065590000000000009 0.14426500000000003 -0.10350999999999998 0.087465000000000015 -0.016339999999999997 -1.0000000180025095e-35
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 8 5 18 6 -1 -7 16 -4 14 20 -13 -14 22 17 -3 -16 -5 -11 -12 -22 -8 -20
right_child=1 2 9 4 -6 7 10 -9 -10 19 11 12 13 -15 15 -17 -18 -19 23 -21 21 -23 -24 -25
leaf_value=0.0020973657233817567 0.0027710348742789491 0.0012578109198167686 0.001473843788417717 0.0021512461404145583 0.0018119453680966926 0.0036286991293314826 0.0023529107545301026 0.0027612642246382995 0.0020991775956170364 0.00053411908837921443 0.0030666958414612357 0.0030394007803541748 0.0021979447324533483 0.0026286662977988628 0.0033438861867800085 0.002540144663255976 0.0017552341677168936 0.0029257846890459274 0.0024717640133795882 0.0010858251414562715 0.0026519552251529823 0.0030070718518812409 0.0027731339099433473 0.0027503277622337482
leaf_weight=54 55 75 54 52 68 55 60 55 96 57 86 52 156 170 65 57 82 336 52 57 314 78 79 82
leaf_count=54 55 75 54 52 68 55 60 55 96 57 86 52 156 170 65 57 82 336 52 57 314 78 79 82
internal_value=0 0.00160561 0.0014533 0.00269297 0.00231974 0.00275158 0.00271918 0.00319522 0.00173849 0.00102367 0.00274227 0.0026623 0.00250755 0.00242263 0.00285688 0.00293724 0.00151778 0.00299362 0.00250524 0.000810197 0.00278463 0.00272268 0.00259193 0.00264242
internal_weight=0 476 421 1871 254 1617 1507 110 253 168 1453 856 378 326 597 458 157 401 186 114 478 392 139 134
internal_count=2347 476 421 1871 254 1617 1507 110 253 168 1453 856 378 326 597 458 157 401 186 114 478 392 139 134
is_linear=0
shrinkage=0.00240373


Tree=1990
num_leaves=17
num_cat=0
split_feature=4 2 2 2 4 52 52 2 2 14 2 4 133 43 43 2
split_gain=78.7561 26.9087 18.9282 11.8413 8.50836 7.96583 8.21332 4.23213 5.63186 4.18456 2.62584 4.71303 2.53861 3.49267 1.30216 0.753787
threshold=0.30163500000000004 0.10527500000000002 -0.0050599999999999994 0.14271500000000001 -0.16772499999999999 0.044705000000000002 -0.41304999999999997 0.12708000000000003 0.10054500000000001 0.076175000000000007 0.099325000000000011 -0.34140499999999996 -0.010174999999999998 -1.0000000180025095e-35 0.20019500000000004 0.10244500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 8 -2 10 11 -4 14 -14 -13 -12
right_child=7 3 9 -5 5 -7 -8 -9 -10 -11 15 12 13 -15 -16 -17
leaf_value=0.0019657015653000974 0.0013429480942410872 0.0033310864263630733 0.0038137064428922637 0.001516269537987847 0.0028447672635104702 0.0029641383566316507 0.0016676691940942698 0.0011639128401335619 0.0022468182803396103 0.0038009815063378303 0.0025873913491919311 0.0033728763311211621 0.0031485884800058032 0.0027300606259956671 0.0030262803320730771 0.002994148566886558
leaf_weight=77 77 75 67 68 52 92 101 92 83 62 52 358 794 136 78 57
leaf_count=77 77 75 67 68 52 92 101 92 83 62 52 358 794 136 78 57
internal_value=0 0.00299898 0.00313073 0.0024281 0.00262179 0.00240455 0.0020679 0.00157549 0.00181199 0.00318664 0.00316193 0.00318941 0.00315877 0.00308741 0.00331093 0.00280033
internal_weight=0 2069 1681 388 320 245 153 252 160 1604 1542 1433 1366 930 436 109
internal_count=2321 2069 1681 388 320 245 153 252 160 1604 1542 1433 1366 930 436 109
is_linear=0
shrinkage=0.00240373


Tree=1991
num_leaves=23
num_cat=0
split_feature=2 2 2 0 1456 15 1 16 16 15 15 151 15 12 0 12 0 15 16 403 0 0
split_gain=2.75164 2.89209 1.60824 3.13998 1.43792 1.39277 1.52956 1.71319 3.10883 2.84712 1.76197 1.21779 1.09205 2.41695 1.15309 2.15756 0.86626 0.69756 0.893769 0.591203 0.513452 0.422316
threshold=-0.0091949999999999983 -0.14847999999999997 0.099675000000000014 -0.014954999999999998 -0.15024999999999997 -0.42075999999999997 0.10932500000000002 -1.0000000180025095e-35 0.51026500000000008 -0.023464999999999996 -0.091734999999999983 -0.0056149999999999993 -0.071614999999999984 0.083220000000000002 -0.079249999999999987 0.091680000000000011 -0.11169999999999998 -0.14733499999999997 -0.0062149999999999992 -0.091519999999999976 -0.073284999999999975 -0.081174999999999983
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 -1 3 4 -2 -4 7 10 9 -9 -7 -8 16 -14 19 -16 -6 -18 -19 -15 -13 -12
right_child=2 -3 5 -5 12 6 11 8 -10 -11 21 20 13 14 15 -17 17 18 -20 -21 -22 -23
leaf_value=0.0030489747072983378 0.00053150215590977033 -0.0010393518740558013 0.0036820008738354215 0.0055879780906693309 0.0047455756825419441 0.0013046413151471617 0.0023299166630918007 0.0023704090318684588 0.0032820239108256816 -0.0018335982332733094 0.0049140609614315364 -0.0011000184837575582 0.00035808580196519663 0.0022119687206293252 -0.00041019122973589325 0.0026155715571508482 0.0017467773467435602 0.0039892547599866095 0.0022921103629318655 0.0032536703846463622 0.00075269486949414578 0.0033733256871794036
leaf_weight=53 55 81 83 73 72 67 56 52 91 70 56 53 86 126 55 210 59 165 89 528 58 83
leaf_count=53 55 81 83 73 72 67 56 52 91 70 56 53 86 126 55 210 59 165 89 528 58 83
internal_value=0 0.000576589 0.00258706 0.0028323 0.00269299 0.00203038 0.00179619 0.00223531 0.00137828 -4.05354e-05 0.00312075 0.000693597 0.00277841 0.00254173 0.00274592 0.00198703 0.00339585 0.00308491 0.00339516 0.0030532 -0.000130625 0.0039951
internal_weight=0 134 2187 1518 1445 669 586 419 213 122 206 167 1390 1005 919 265 385 313 254 654 111 139
internal_count=2321 134 2187 1518 1445 669 586 419 213 122 206 167 1390 1005 919 265 385 313 254 654 111 139
is_linear=0
shrinkage=0.0136093


Tree=1992
num_leaves=10
num_cat=0
split_feature=3 13 43 15 10 0 3 11 1
split_gain=1.92264 1.22384 2.36637 1.78838 3.22799 1.67518 2.39919 1.52689 1.31831
threshold=0.30112000000000005 0.11251500000000002 -0.25180499999999995 -0.46944499999999995 -0.005834999999999999 -0.22607999999999998 0.10924500000000002 0.08976000000000002 0.10384000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 8 -7
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=0.0037213099929472729 0.00015928870012446548 0.0017786118528156335 -0.0010420759614179328 -0.00058884348682531023 0.00032399082564201907 0.0018711062458441005 0.004185241097678846 0.0036354295565148992 0.00091506596733561575
leaf_weight=56 99 101 55 69 86 1553 53 54 195
leaf_count=56 99 101 55 69 86 1553 53 54 195
internal_value=0 0.00171954 0.00078339 0.00179017 0.00173631 0.00181902 0.00188827 0.00182065 0.00176452
internal_weight=0 2222 156 2066 2010 1941 1855 1802 1748
internal_count=2321 2222 156 2066 2010 1941 1855 1802 1748
is_linear=0
shrinkage=0.0109455


Tree=1993
num_leaves=17
num_cat=0
split_feature=4 39 13 0 13 2 14 0 13 0 0 4 42 0 4 4
split_gain=56.9514 21.7759 19.2725 9.29789 5.37212 5.1367 4.5207 3.99121 3.0798 2.48922 2.19839 4.00194 2.19806 1.55982 1.33085 1.27495
threshold=0.30163500000000004 0.081875000000000017 -0.16392499999999996 -0.068669999999999995 -0.061199999999999991 0.10527500000000002 0.076175000000000007 -0.07964499999999998 1.0000000180025095e-35 -0.11208499999999998 -0.079249999999999987 -0.49432999999999994 0.094485000000000013 -0.032619999999999989 0.0015850000000000003 0.0034000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 12 6 9 -7 -6 -4 15 -12 -2 14 -9 -11
right_child=4 3 5 -5 8 7 -8 13 -10 10 11 -13 -14 -15 -16 -17
leaf_value=0.0014449418493376217 0.00065646564152275425 0.0023603024236152244 0.0024293706696812303 0.0011016972055005465 0.0020903190694026687 0.0018899121992057596 0.0036002747606497703 0.0030507635807313564 0.0012432417885252147 0.0029856791844574565 0.0033486129226115474 0.0026122399861147404 0.0013623334533868334 0.0023573727925236473 0.0025127853864827573 0.0027006816319793026
leaf_weight=75 72 87 94 79 73 62 59 80 52 842 61 365 55 79 56 130
leaf_count=75 72 87 94 79 73 62 59 80 52 842 61 365 55 79 56 130
internal_value=0 0.00268382 0.00276426 0.0017615 0.0013473 0.00281837 0.00287794 0.00248473 0.00173816 0.00284936 0.00287757 0.00271775 0.00096238 0.00265612 0.00282945 0.00294759
internal_weight=0 2069 1903 166 252 1828 1551 277 125 1492 1398 426 127 215 136 972
internal_count=2321 2069 1903 166 252 1828 1551 277 125 1492 1398 426 127 215 136 972
is_linear=0
shrinkage=0.00265391


Tree=1994
num_leaves=9
num_cat=0
split_feature=10 14 10 0 1375 147 157 150
split_gain=1.73857 1.56661 1.88247 1.87047 1.65734 1.39108 0.959156 0.977287
threshold=0.058500000000000003 -0.10708499999999999 -0.005834999999999999 -0.22607999999999998 -0.075709999999999986 0.08789000000000001 -0.32366999999999996 0.08926000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8
right_child=-2 2 3 4 5 -7 7 -9
leaf_value=0.0033878023572134334 -0.00039513678313676077 3.735886164662264e-05 -0.00011793426839314207 0.0038530223727835768 0.0033341687441213763 0.0036214542196510153 0.0017393616042636808 0.00031830213494210612
leaf_weight=87 58 99 76 61 55 61 1747 77
leaf_count=87 58 99 76 61 55 61 1747 77
internal_value=0 0.00176431 0.00169934 0.00177849 0.00185059 0.00178756 0.00172795 0.00167944
internal_weight=0 2263 2176 2077 2001 1940 1879 1824
internal_count=2321 2263 2176 2077 2001 1940 1879 1824
is_linear=0
shrinkage=0.0123264


Tree=1995
num_leaves=18
num_cat=0
split_feature=30 160 4 43 1375 147 4 51 159 4 4 0 159 3 51 43 0
split_gain=4.00608 2.23435 2.48269 2.22387 1.4929 1.98606 1.70336 2.35322 2.29109 1.37559 1.19935 2.25452 1.81657 1.9495 1.11295 0.936151 0.337286
threshold=0.086065000000000016 -0.54119499999999987 0.03851000000000001 0.10597500000000001 -0.082349999999999993 0.086295000000000011 -0.0065299999999999993 -0.0061899999999999993 0.08573500000000002 0.056640000000000003 0.26450500000000005 -0.11208499999999998 0.085940000000000016 -0.0098449999999999979 -0.40771999999999992 0.27717500000000006 -0.090569999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -8 -6 -4 11 -11 13 -12 -13 -5 -16
right_child=-2 2 9 15 5 -7 7 -9 -10 10 12 14 -14 -15 16 -17 -18
leaf_value=0.0034229105007646931 -0.0016539335009675574 -0.00034328509310331621 -0.00094888089318852296 0.004024345769533309 0.0014050650744514485 0.0035941288945946052 0.004256858413880453 0.0016534412351429161 -0.00022530041329531036 0.0033432915445409991 0.00099645046514859224 0.0020449466560052906 0.0017521345592955624 -0.0012579128761530446 0.00075610394341365996 0.0021285442646972077 -0.00044628156634725206
leaf_weight=63 53 55 55 54 1084 52 55 172 114 57 85 59 80 100 59 75 53
leaf_count=63 53 55 55 54 1084 52 55 172 114 57 85 59 80 100 59 75 53
internal_value=0 0.00138922 0.00133117 0.00154199 0.00142562 0.00149157 0.00141477 0.00228474 0.00124982 0.00069194 0.00087523 0.00145743 0.000373878 -0.000221493 0.000828123 0.00292304 0.000186075
internal_weight=0 2272 2209 1661 1532 1477 1425 227 1198 548 493 228 265 185 171 129 112
internal_count=2325 2272 2209 1661 1532 1477 1425 227 1198 548 493 228 265 185 171 129 112
is_linear=0
shrinkage=0.0109455


Tree=1996
num_leaves=11
num_cat=0
split_feature=30 2 14 11 0 3 2 3 133 0
split_gain=2.77165 1.66123 2.00568 1.51993 2.8013 1.37366 1.26771 1.82308 0.85515 0.760911
threshold=0.086065000000000016 0.13631000000000001 -0.10708499999999999 0.085155000000000022 0.10798500000000001 -0.15500999999999998 0.12293000000000001 0.091170000000000015 0.0024650000000000006 -0.061994999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 9 -3
right_child=-2 8 3 -5 -6 6 -8 -9 -10 -11
leaf_value=0.0033632166963187245 -0.0014311673869846376 0.00041810527867672882 -0.00058172036900761882 -0.00023936759083459518 0.0038323780185024561 0.0013338547210386257 0.0028651694956885235 5.148345067835589e-05 0.0013464705144423446 -0.0013709702055849707
leaf_weight=59 53 70 53 87 55 1618 63 158 54 55
leaf_count=59 53 70 53 87 55 1618 63 158 54 55
internal_value=0 0.00120216 0.00129222 0.00123209 0.0012979 0.00122416 0.00127627 0.00121984 0.000148455 -0.000368115
internal_weight=0 2272 2093 2034 1947 1892 1839 1776 179 125
internal_count=2325 2272 2093 2034 1947 1892 1839 1776 179 125
is_linear=0
shrinkage=0.0113877


Tree=1997
num_leaves=19
num_cat=0
split_feature=4 2 124 11 2 11 4 4 52 16 15 4 133 15 48 16 133 52
split_gain=86.3164 28.5838 15.8226 7.78835 7.47582 5.72768 4.6765 4.97055 3.7323 6.20372 4.59684 3.60365 3.55965 1.8134 2.21687 1.23935 0.706213 0.452425
threshold=0.30163500000000004 0.14234000000000005 -0.043384999999999993 1.0000000180025095e-35 0.10515500000000001 0.085155000000000022 -0.022999999999999996 0.029980000000000003 0.060365000000000009 -0.54150999999999994 -0.41606999999999994 0.0049200000000000008 0.084735000000000019 0.091475000000000015 -0.015314999999999997 -0.052894999999999991 0.31348000000000004 0.0029250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 11 -5 -6 -8 9 -2 -11 13 -1 14 -4 17 -15 -13
right_child=8 -3 3 5 6 -7 7 -9 -10 10 -12 15 -14 16 -16 -17 -18 -19
leaf_value=0.0021299454404786764 0.0015908174036869255 0.0010877947231758233 0.0022860612360060231 0.0037793627946383582 0.0025969718255765347 0.0027504724910141975 0.0013320103393046202 0.002271559533941619 0.001641476741818981 0.00099192682691630774 0.00013126231715010822 0.0023889266580916961 0.0013175729016402151 0.00259941435573449 0.0027854186064660879 0.002157224035039399 0.0022959299069473284 0.0026542348067261383
leaf_weight=68 59 77 55 57 99 70 53 85 53 97 57 80 58 203 932 87 59 76
leaf_count=68 59 77 55 57 99 70 53 85 53 97 57 80 58 203 932 87 59 76
internal_value=0 0.00252526 0.00258109 0.00263708 0.0025948 0.00321246 0.0021976 0.0019109 0.00107005 0.000927739 0.000673536 0.00265788 0.0017562 0.00271014 0.00275762 0.00238916 0.00253117 0.00251834
internal_weight=0 2059 1982 1856 1729 127 237 138 266 213 154 1492 126 1249 987 243 262 156
internal_count=2325 2059 1982 1856 1729 127 237 138 266 213 154 1492 126 1249 987 243 262 156
is_linear=0
shrinkage=0.00240373


Tree=1998
num_leaves=16
num_cat=0
split_feature=4 52 3 15 1186 376 148 51 2 3 4 42 12 15 3
split_gain=2.17037 1.39556 1.61745 1.1522 1.52642 1.41897 1.24919 1.57405 1.37942 2.1111 1.22791 1.02478 0.796342 0.70314 0.26952
threshold=0.26790000000000008 0.12066000000000002 -0.0098449999999999979 -0.14524999999999996 0.068350000000000008 0.084145000000000011 -0.080384999999999984 0.085720000000000005 0.092365000000000017 -0.0062049999999999996 -0.0073899999999999999 0.092340000000000019 -0.050214999999999989 0.022565000000000005 -0.13392999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 -1 5 6 -5 8 9 -8 -10 13 -4 -9 -2
right_child=1 -3 12 4 -6 -7 7 11 10 -11 -12 -13 -14 -15 -16
leaf_value=0.0022147423059489702 0.00026206496940159622 0.0017129946012016182 -0.0016783595990145753 -0.00038454335132830943 -0.00053164960911405903 -0.00052113659849295859 0.0011741179979174218 0.0019000794947609974 0.0010448584873591607 0.0029862299384433365 -1.3679273500445972e-05 0.00077431091411626863 -8.5544329124966436e-05 0.0032128733040851093 0.0012958575183386581
leaf_weight=99 53 52 69 53 61 54 918 154 306 74 188 63 65 61 55
leaf_count=99 53 52 69 53 61 54 918 154 306 74 188 63 65 61 55
internal_value=0 0.00017983 -0.000149155 0.00112845 0.00107273 0.0011251 0.00117408 0.00122097 0.00108754 0.00130941 0.000641791 0.00193381 -0.000906547 0.00227306 0.000789553
internal_weight=0 294 242 2031 1932 1871 1817 1764 1486 992 494 278 134 215 108
internal_count=2325 294 242 2031 1932 1871 1817 1764 1486 992 494 278 134 215 108
is_linear=0
shrinkage=0.0103142


Tree=1999
num_leaves=20
num_cat=0
split_feature=4 39 3 2 3 457 2 376 123 3 2 4 12 2 3 16 43 16 42
split_gain=108.04 31.8544 18.2173 6.02774 5.81587 5.46762 4.876 4.48754 3.90924 3.76891 3.41523 3.18838 2.88647 2.2689 1.95256 1.51614 2.66626 1.18749 0.841582
threshold=0.30163500000000004 0.081875000000000017 0.17646500000000004 0.088820000000000024 0.13772500000000001 0.069910000000000014 0.12131500000000002 0.084025000000000016 0.086120000000000016 -0.12595999999999999 0.096325000000000008 0.053010000000000009 0.093995000000000009 0.11500500000000001 -0.107915 -0.0090499999999999973 -0.030304999999999995 -0.083479999999999985 -0.0096099999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 8 6 9 10 13 -5 -3 -11 14 -2 -1 17 -17 -16 -14
right_child=4 7 -4 5 -6 -7 -8 -9 -10 11 -12 -13 18 -15 15 16 -18 -19 -20
leaf_value=0.0033370788035134366 0.0016319541162118521 0.0023088442812506773 0.0012425103323157594 0.0031284936923273382 0.00027050247911741631 0.001852505557092416 0.0020788729183865802 0.00097746794113703775 0.00058506145817384186 0.0027044102940732275 0.0014694922971177592 0.0022542537003128671 0.0027631337962682758 0.0010162690791047017 0.0029245852732971722 0.0028437970678341722 0.0034509258151372386 0.0027029635449036999 0.0023892864940963689
leaf_weight=58 76 52 52 100 63 61 90 53 58 462 67 120 61 69 278 124 68 318 95
leaf_count=58 76 52 52 100 63 61 90 53 58 462 67 120 61 69 278 124 68 318 95
internal_value=0 0.00258241 0.0026745 0.00271506 0.000921823 0.00256063 0.00261655 0.00157194 0.00112383 0.00268746 0.00183649 0.00261164 0.00284343 0.00133915 0.00290015 0.00286796 0.00305896 0.00280638 0.00253564
internal_weight=0 2059 1887 1835 266 833 772 172 203 682 119 582 1002 145 846 788 192 596 156
internal_count=2325 2059 1887 1835 266 833 772 172 203 682 119 582 1002 145 846 788 192 596 156
is_linear=0
shrinkage=0.0024518


Tree=2000
num_leaves=12
num_cat=0
split_feature=10 376 4 1 0 16 48 0 1 1 0
split_gain=1.21847 1.31929 2.16685 2.13639 1.48113 3.44451 1.40644 0.932444 1.82257 0.92653 0.670295
threshold=-0.15282499999999996 0.084985000000000019 0.50373500000000015 0.13279000000000005 0.0037850000000000002 0.15050500000000003 -0.083824999999999983 -0.10653 0.081755000000000008 0.11039500000000001 0.12381500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -8 -9 -7
right_child=1 -3 -4 -5 5 10 7 9 -10 -11 -12
leaf_value=-0.00057495576365827565 0.0033636567823388691 0.0028907438104233546 -0.00048673326622754326 0.0037879531115462841 -0.0019267562468641768 0.00058475062051479177 0.0019874713988795004 0.0013880504827943094 5.7261632302580093e-05 0.0028622116425738122 0.0024960599029708931
leaf_weight=53 53 78 103 53 70 55 114 1451 214 68 57
leaf_count=53 53 78 103 53 70 55 114 1451 214 68 57
internal_value=0 0.00131358 0.00125855 0.00134281 0.00128051 0.000217383 0.00138227 0.00132534 0.000728528 0.00145413 0.00155865
internal_weight=0 2316 2238 2135 2082 182 1900 1847 328 1519 112
internal_count=2369 2316 2238 2135 2082 182 1900 1847 328 1519 112
is_linear=0
shrinkage=0.0123264


Tree=2001
num_leaves=21
num_cat=0
split_feature=1 1 16 16 2 1 12 2 16 16 14 1453 4 16 4 12 13 156 12 13
split_gain=74.6336 13.08 12.6558 10.7172 7.3743 6.25918 5.59479 4.41871 4.19977 3.75875 3.36409 2.1714 2.70804 2.1678 3.21712 2.58251 1.6081 1.51769 1.66368 0.980253
threshold=0.10508500000000001 0.13075500000000004 0.12292000000000002 -0.019749999999999993 0.11252000000000002 0.090485000000000024 -0.036614999999999988 0.098365000000000022 -0.082354999999999984 -0.41163499999999992 0.062655000000000016 -0.044999999999999991 0.005935000000000001 -0.013324999999999998 -0.037004999999999989 0.095565000000000011 0.053240000000000003 0.088305000000000008 0.088295000000000012 -0.050754999999999995
decision_type=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 7 -7 10 -8 -3 11 -1 17 15 -15 -9 19 18 -13 -10
right_child=1 9 -4 -5 -6 6 8 13 16 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.002290416210011457 0.0025061339458554294 0.00073631992842060465 0.0026898844586787816 0.00096937224498464436 0.0015537296652761952 0.001665711264519656 0.0019321159771163087 0.0030087747024910255 0.0025785715338070723 0.0014184798292569418 0.003318382615561844 0.002894187108713362 0.0023841521913112191 0.0018287995842147602 0.0025095118923319534 0.0023897675346932876 0.0022693917618982098 0.002464801825999903 0.0026944574101566022 0.0029475333273680437
leaf_weight=60 77 78 81 85 100 56 61 60 92 97 53 520 102 61 96 92 53 76 400 69
leaf_count=60 77 78 81 85 100 56 61 60 92 97 53 520 102 61 96 92 53 76 400 69
internal_value=0 0.0016289 0.00189124 0.00164424 0.00196819 0.00262117 0.0023327 0.00268398 0.00246843 0.00111457 0.00274706 0.00272089 0.00274439 0.00243666 0.00224519 0.00263427 0.00262119 0.00278126 0.00280737 0.00273685
internal_weight=0 518 343 262 177 1851 331 1520 275 175 1211 1158 1098 309 157 152 214 996 920 161
internal_count=2369 518 343 262 177 1851 331 1520 275 175 1211 1158 1098 309 157 152 214 996 920 161
is_linear=0
shrinkage=0.00231039


Tree=2002
num_leaves=15
num_cat=0
split_feature=11 393 41 1 160 157 51 2 1 3 475 0 4 52
split_gain=1.48691 1.48533 1.41767 1.46843 2.50074 1.9503 3.92351 2.42244 1.63754 1.78877 0.938927 0.816825 0.775167 0.591969
threshold=0.093970000000000012 0.10358500000000001 0.07831500000000001 0.080270000000000022 -0.52399499999999988 -0.078969999999999985 -0.083174999999999985 -0.013254999999999998 0.12337000000000002 0.097710000000000005 -0.085684999999999997 -0.11327499999999999 -0.082249999999999976 -0.032354999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -7 9 -9 -6 -12 -13 -10
right_child=-2 -3 -4 5 10 7 -8 8 13 -11 11 12 -14 -15
leaf_value=-0.00078596976944903625 -0.00052759647222408391 0.0028569161393448782 0.0023296744058657758 -0.0027642830396096456 0.0026369050438289771 0.0024705003928558742 0.0013647913002037891 0.0006527563278611885 -0.0012252487558292711 0.0021920612795820306 0.0025919150209852372 0.0017393514492334747 0.001068182532310944 0.00017839837926642029
leaf_weight=64 64 56 101 52 66 98 54 486 54 106 55 271 746 96
leaf_count=64 64 56 101 52 66 98 54 486 54 106 55 271 746 96
internal_value=0 0.00112938 0.00108632 0.0010278 0.00127683 0.000711263 -0.000659712 0.000884404 0.000674765 0.000928569 0.00139294 0.00131624 0.00124714 -0.000326151
internal_weight=0 2305 2249 2148 1202 946 106 840 742 592 1138 1072 1017 150
internal_count=2369 2305 2249 2148 1202 946 106 840 742 592 1138 1072 1017 150
is_linear=0
shrinkage=0.0107308


Tree=2003
num_leaves=24
num_cat=0
split_feature=4 3 150 2 2 2 0 4 150 14 3 48 0 15 2 157 3 15 15 1446 402 3 3
split_gain=69.3481 32.3836 13.0628 10.3617 13.3083 5.49516 6.01245 5.19757 3.70412 3.72711 2.73519 2.58706 2.51488 2.45438 2.12982 1.54416 2.87606 1.75591 2.81474 0.948078 1.03126 0.487802 0.359135
threshold=0.30163500000000004 -0.036844999999999996 0.092010000000000022 0.074875000000000011 0.106285 0.090000000000000011 -0.061994999999999995 -0.013929999999999998 0.081245000000000026 -0.41790499999999997 -0.12077499999999998 0.08975000000000001 -0.094314999999999996 0.091435000000000002 0.12551500000000002 -0.082189999999999999 -0.12077499999999998 -0.074959999999999985 -0.046449999999999998 0.08393500000000001 0.095950000000000021 -0.078484999999999985 -0.080564999999999984
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=1 5 3 -3 7 6 10 -5 9 -2 -1 -6 -7 19 -11 -14 -17 22 -19 20 -12 -15 -18
right_child=8 2 -4 4 11 12 -8 -9 -10 14 13 -13 15 21 -16 16 17 18 -20 -21 -22 -23 -24
leaf_value=0.0036829010137177198 0.0017501024543733409 0.0015484355480523185 0.00094527519367678173 0.0035181977790639477 0.0015792513950645365 0.0023638836146266415 0.0022354264372105104 0.002590622899552501 0.0019031352250686181 0.0011907453572928424 0.0031502040280848207 0.0023444215683416708 0.0032118460927226845 0.0025936147017589684 0.00052674960062663412 0.0022891599820800694 0.0033308140165226531 0.0022806821109348815 0.0029028270668461555 0.0028764022514727434 0.0035006418074369113 0.0029235395388076185 0.0030080182352021879
leaf_weight=60 52 92 55 85 71 93 56 86 59 83 636 56 69 66 58 71 52 66 237 81 67 66 52
leaf_count=60 52 92 55 85 71 93 56 86 59 83 636 56 69 66 58 71 52 66 237 81 67 66 52
internal_value=0 0.00279343 0.00215695 0.00232775 0.00256825 0.00296281 0.00308287 0.00305186 0.00132047 0.0011422 0.00313146 0.00191687 0.00276918 0.00309531 0.000917813 0.00283803 0.00278401 0.00287027 0.0027674 0.00315194 0.00318364 0.00275879 0.00316969
internal_weight=0 2117 445 390 298 1672 1032 171 252 193 976 127 640 916 141 547 478 407 303 784 703 132 104
internal_count=2369 2117 445 390 298 1672 1032 171 252 193 976 127 640 916 141 547 478 407 303 784 703 132 104
is_linear=0
shrinkage=0.00265391


Tree=2004
num_leaves=24
num_cat=0
split_feature=1 52 52 1 1 1 14 4 43 3 151 4 16 43 13 4 42 16 3 150 2 1456 16
split_gain=40.0028 17.4251 9.89762 7.7588 4.16093 4.12961 3.55947 4.37148 6.2409 5.09452 3.1554 2.61179 3.36867 2.68898 2.62609 2.53844 2.50164 2.11283 1.85479 2.44812 1.30553 1.2352 1.05652
threshold=0.096035000000000023 -0.40011499999999994 0.12469000000000001 0.13075500000000004 0.11378500000000001 0.11181500000000001 0.062655000000000016 -0.11205499999999999 -1.0000000180025095e-35 0.081640000000000004 -1.0000000180025095e-35 0.0053900000000000016 -0.39442499999999997 0.061400000000000003 -0.0073499999999999998 -0.0049999999999999984 0.083795000000000022 -0.41163499999999992 -0.025669999999999995 0.083295000000000022 0.090485000000000024 -0.081804999999999989 -0.092484999999999984
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 5 -4 18 7 8 -1 11 -7 13 -13 15 22 21 -17 -5 -3 -20 -15 -9 -14
right_child=1 2 4 17 -6 10 -8 9 -10 -11 -12 12 14 20 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00090131521293062222 0.0023087097102252115 0.0012746462435331541 0.0023854352784671295 0.00020017917516804452 0.0013678946217650029 0.0010267287224693751 0.0026925898559812286 0.0018107176601700452 0.002080274629632175 0.0013446441449975369 0.0017995139627481438 0.0023934406878104251 0.001784500131515735 0.0020320341401087816 0.0021836117757094344 0.0029661058557297788 0.0022443873714185856 0.00082094437958917985 0.00040994179645897195 0.0011603781114977686 0.0015038385608173103 0.002175378397342078 0.0013319495702844672
leaf_weight=52 101 76 52 72 53 53 56 66 67 60 99 61 58 70 54 52 80 71 61 53 55 865 82
leaf_count=52 101 76 52 72 53 53 56 66 67 60 99 61 58 70 54 52 80 71 61 53 55 865 82
internal_value=0 0.0013294 0.00116171 0.00100786 0.00187208 0.00121654 0.00205879 0.00203689 0.00156533 0.00207421 0.00153024 0.00210453 0.00186948 0.00215496 0.00170459 0.00219669 0.00252891 0.000508582 0.000965443 0.000759068 0.00179985 0.00214956 0.00151963
internal_weight=0 691 590 485 105 342 1678 1622 119 1503 152 1443 255 1188 194 1063 132 143 190 114 125 931 140
internal_count=2369 691 590 485 105 342 1678 1622 119 1503 152 1443 255 1188 194 1063 132 143 190 114 125 931 140
is_linear=0
shrinkage=0.00255085


Tree=2005
num_leaves=27
num_cat=0
split_feature=15 11 15 0 13 0 13 47 51 51 49 13 133 11 0 133 15 13 15 133 15 52 0 52 2 2
split_gain=2.01804 3.88172 2.22647 4.31063 5.30551 3.78492 1.82214 1.5038 1.6027 1.73496 1.43311 1.4331 1.42796 1.16623 1.06752 1.16293 0.669059 0.547543 0.488761 0.955231 0.530841 0.440531 0.436725 0.387538 0.3478 0.312427
threshold=0.0056700000000000006 0.076920000000000002 -0.0099749999999999978 0.047740000000000012 -0.076584999999999986 0.024745000000000003 -0.095574999999999979 0.11069000000000002 0.10446500000000002 0.084400000000000017 0.11151500000000002 -0.15714499999999998 0.088920000000000013 0.081790000000000015 -0.083854999999999985 -0.0092499999999999978 0.087720000000000006 -0.064754999999999993 0.091230000000000019 0.071360000000000021 0.088965000000000002 -1.0000000180025095e-35 -0.075294999999999987 0.085625000000000021 0.084175000000000014 0.088625000000000023
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 6 5 4 -4 7 -2 8 9 10 11 -1 -12 -5 15 24 -17 22 20 -20 23 -9 25 -19 -8 -16
right_child=1 -3 3 13 -6 -7 14 21 -10 -11 12 -13 -14 -15 17 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0030697364699791094 -0.00070256864832248932 0.0046441796835282349 0.00039283857559260538 0.0026237315872724479 -0.0041863311273604795 -0.0017082859930317973 0.0021099527330786568 0.0007686958958110832 0.0028326771389335747 -0.00045530969142247894 0.0040427056524394035 0.0010626128668064342 0.0014184969145653909 0.00027895747432687669 0.00094307269996186059 0.0039878866417642654 0.0021682214457570403 0.0014323137319393474 0.001238829738994338 -0.00069845010814159982 0.0023505795813932783 -0.00064590734761867878 0.0026355723054551162 0.00020663543832723135 0.00094511048770722723 0.0020920344406168264
leaf_weight=52 52 53 85 64 57 61 63 57 97 73 52 636 61 52 82 54 56 96 84 58 52 62 54 55 78 53
leaf_count=52 52 53 85 64 57 61 63 57 97 73 52 636 61 52 82 54 56 96 84 58 52 62 54 55 78 53
internal_value=0 0.00159474 0.000887853 -8.69496e-05 -0.00144441 0.00110646 0.00140149 0.0012641 0.00141514 0.00125767 0.00141394 0.00121449 0.00262719 0.00157369 0.00154103 0.00216647 0.00306264 0.00124682 0.000970715 0.000446673 0.00133668 3.06337e-05 0.00175015 0.000986696 0.00146645 0.00139507
internal_weight=0 890 1409 258 142 1151 837 1090 971 874 801 688 113 116 785 251 110 534 345 142 203 119 189 151 141 135
internal_count=2299 890 1409 258 142 1151 837 1090 971 874 801 688 113 116 785 251 110 534 345 142 203 119 189 151 141 135
is_linear=0
shrinkage=0.0116154


Tree=2006
num_leaves=22
num_cat=0
split_feature=15 40 15 0 0 11 15 52 49 0 484 15 15 52 43 0 52 133 0 1455 133
split_gain=44.9953 19.586 15.1147 18.5626 13.9752 13.0883 9.24608 8.74784 7.06686 6.98771 5.28299 3.87753 3.8201 3.54217 3.27888 2.81416 1.40253 1.21204 1.10291 1.08785 0.734111
threshold=-0.25061999999999995 -0.013874999999999998 0.029300000000000003 -0.12608499999999997 -0.075969999999999996 1.0000000180025095e-35 -0.097499999999999989 -0.52606999999999993 -0.0087399999999999995 -0.11169999999999998 -0.0091899999999999985 0.13106500000000001 -0.46319999999999995 -0.095239999999999991 0.043850000000000007 -0.097074999999999981 0.41037000000000007 0.09389500000000002 -0.083854999999999985 0.081065000000000012 -0.088154999999999983
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=9 8 3 6 15 11 -3 -6 -2 -1 -9 14 -11 -12 16 -5 18 19 -4 -17 -16
right_child=1 2 5 4 7 -7 -8 10 -10 12 13 -13 -14 -15 20 17 -18 -19 -20 -21 -22
leaf_value=0.0022284590947489846 0.0014404268110767933 0.0025688693080459248 0.0032822599891290322 0.0026125350009129455 0.0029954462779804539 0.0042114988651071831 0.001356271636037401 0.0027230237224829287 0.0024440954619078603 0.0015536460312362888 0.0023482954000005277 0.0023204857401481517 0.00071819417490694745 0.0016387998130573372 0.0028324697805970286 0.0031715169743538499 0.0027017326606206646 0.0027138533962366902 0.0030473468420499882 0.0027888661093193774 0.0024616216188542033
leaf_weight=54 90 65 205 102 97 57 100 66 86 74 70 54 64 120 79 354 52 53 341 55 61
leaf_count=54 90 65 205 102 97 57 100 66 86 74 70 54 64 120 79 354 52 53 341 55 61
internal_value=0 0.00273015 0.00280298 0.00260682 0.00274582 0.00305294 0.00183412 0.00235523 0.00193101 0.00146523 0.00211254 0.00296952 0.00116638 0.00190033 0.00301698 0.00299024 0.00309791 0.00307358 0.0031356 0.00312013 0.00267108
internal_weight=0 2107 1931 1082 917 849 165 353 176 192 256 792 138 190 738 564 598 462 546 409 140
internal_count=2299 2107 1931 1082 917 849 165 353 176 192 256 792 138 190 738 564 598 462 546 409 140
is_linear=0
shrinkage=0.00250084


Tree=2007
num_leaves=29
num_cat=0
split_feature=1 1 16 15 1 49 15 16 0 16 2 16 16 15 15 1 16 49 0 13 16 160 2 0 42 133 402 402
split_gain=129.38 21.8771 10.1564 9.44533 8.01706 9.74367 7.28727 9.06787 7.2538 6.17391 5.36929 5.01945 3.88627 3.64523 2.50522 2.4123 2.86579 2.03866 1.94065 1.68187 1.63799 1.07712 0.649231 0.721867 0.583332 0.436474 0.337664 0.29265
threshold=0.10538500000000002 0.13630500000000004 0.12292000000000002 0.03981500000000001 0.093575000000000019 -0.020999999999999994 -0.0036549999999999998 0.066275000000000014 -0.14151499999999997 -0.0094449999999999968 0.114805 -0.085314999999999988 0.11346000000000002 0.094620000000000024 -0.088184999999999986 0.084525000000000003 0.00088000000000000003 0.091235000000000011 -0.067329999999999987 -0.065269999999999981 -0.0087049999999999992 -0.012019999999999998 0.090225000000000014 -0.082349999999999993 0.088465000000000002 0.10029000000000002 -0.013349999999999999 0.082915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 6 -6 12 -8 -5 10 14 -3 15 21 -2 16 17 -1 24 25 -7 -10 23 27 -14 -15 -25 -23
right_child=1 11 -4 8 5 20 7 -9 13 -11 -12 -13 18 19 -16 -17 -18 -19 -20 -21 -22 22 -24 26 -26 -27 -28 -29
leaf_value=0.0037551538448617923 0.0022037061961403901 0.00028280894833861321 0.0031261898041928539 0.0046984459343354205 0.0016905313721510106 0.002823667152118231 0.0019432565102598359 0.0035535433399687968 0.004116669142881297 0.001239811640824796 0.0016675109560363441 0.0014034466529323076 0.0035488871043194269 0.0036238641131206327 0.0030544408015377757 0.0032042026321011286 0.0043052092208103916 0.0033082264171793623 0.0026698241203241295 0.0029825555536053877 0.0035498965950039258 0.0037770794271275725 0.0033906033601229916 0.0037387284855140905 0.0031095660015966128 0.0032991521967894819 0.0034840314264651356 0.0040191522336370418
leaf_weight=256 63 72 72 54 55 52 61 55 57 80 94 61 52 89 53 103 56 128 58 85 52 175 54 83 52 61 105 61
leaf_count=256 63 72 72 54 55 52 61 55 57 80 94 61 52 89 53 103 56 128 58 85 52 175 54 83 52 61 105 61
internal_value=0 0.00179372 0.00215983 0.00345181 0.00326093 0.0026696 0.00337541 0.00270702 0.00367879 0.0019198 0.0021787 0.000797016 0.00348535 0.00360724 0.00259267 0.00360219 0.00369529 0.00360626 0.00309352 0.00330788 0.00318708 0.00373867 0.00369354 0.00373204 0.00332952 0.00349202 0.00359664 0.00383978
internal_weight=0 495 362 1804 980 159 821 116 824 290 210 133 705 770 116 543 440 384 162 235 104 535 478 424 104 150 188 236
internal_count=2299 495 362 1804 980 159 821 116 824 290 210 133 705 770 116 543 440 384 162 235 104 535 478 424 104 150 188 236
is_linear=0
shrinkage=0.00287267


Tree=2008
num_leaves=22
num_cat=0
split_feature=1 1 16 39 4 16 11 15 1 16 457 4 16 51 15 15 4 15 159 15 474
split_gain=225.534 38.7486 22.8568 16.3769 9.82878 8.64559 5.79828 9.60018 4.92839 4.81864 4.79686 4.42006 4.08991 2.91347 2.68604 2.46329 2.66074 2.34983 2.01492 1.67591 0.663195
threshold=0.10538500000000002 0.13630500000000004 0.12292000000000002 0.081875000000000017 0.053255000000000004 -0.0094449999999999968 1.0000000180025095e-35 1.0000000180025095e-35 0.11634000000000001 -0.052894999999999991 0.069910000000000014 0.24099500000000004 0.0086100000000000013 0.0045000000000000014 -0.40992999999999996 -0.0036549999999999998 -0.37626499999999991 0.086455000000000018 0.082585000000000006 -0.090219999999999981 0.037915000000000011
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 5 4 6 8 10 -8 19 11 12 -6 13 18 -3 20 -17 -15 -1 -2 -14
right_child=1 14 -4 -5 9 -7 7 -9 -10 -11 -12 -13 15 17 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0040419125046972848 0.002228781412301649 0.00085762027810948739 0.0035670701747196865 0.0027561400388392862 0.0039202585921225665 0.0011043606984835713 0.0037264355715531353 0.0053438777242761507 0.0017109956736005515 0.0026312138167020336 0.0033051412558508359 0.0029395615165533056 0.003744527891651138 0.0034494657058782661 8.6605336006974999e-05 0.0038486574283990655 0.0030607293440775185 0.0041552562741963509 0.0045216749563873415 0.0028993291199795827 0.0041360559860127719
leaf_weight=794 59 70 72 103 94 80 53 55 99 56 94 53 86 107 63 53 79 52 71 52 54
leaf_count=794 59 70 72 103 94 80 53 55 99 56 94 53 86 107 63 53 79 52 71 52 54
internal_value=0 0.00174241 0.00220151 0.00380525 0.00386876 0.00186237 0.00394461 0.0045504 0.002151 0.0033089 0.00389752 0.00356687 0.00394046 0.00401911 0.00049262 0.00364426 0.00337731 0.00368047 0.00408133 0.00254317 0.00389575
internal_weight=0 495 362 1804 1701 290 1498 108 210 203 1390 147 1296 1024 133 272 132 159 865 111 140
internal_count=2299 495 362 1804 1701 290 1498 108 210 203 1390 147 1296 1024 133 272 132 159 865 111 140
is_linear=0
shrinkage=0.00270699


Tree=2009
num_leaves=27
num_cat=0
split_feature=1 3 124 3 3 124 16 15 11 3 16 13 15 16 3 16 51 15 15 51 13 16 16 150 51 484
split_gain=95.0158 22.511 7.61079 6.77368 7.82737 7.83547 5.5586 5.45548 12.5008 6.3318 7.42819 3.79947 4.34634 3.0385 3.0327 2.92942 2.49479 1.96443 1.42687 1.33246 0.951902 0.938297 1.28347 0.89042 0.489861 0.500202
threshold=0.10538500000000002 -0.036004999999999988 -0.080389999999999989 0.31370500000000007 0.0075150000000000008 -0.081324999999999981 -0.28430999999999995 1.0000000180025095e-35 1.0000000180025095e-35 -0.095764999999999989 0.066275000000000014 -0.078734999999999986 -0.075694999999999985 -0.038799999999999994 0.12178000000000001 0.065440000000000012 -0.15171499999999996 0.12011500000000001 -0.10602999999999999 -0.04652499999999999 0.0043500000000000006 -0.094359999999999986 -0.088504999999999986 0.085455000000000017 -0.024714999999999997 -0.086784999999999987
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 6 -1 4 5 -3 -2 9 17 10 -4 23 13 18 -6 -14 -17 20 -13 -8 21 -9 -23 24 -11 -26
right_child=1 3 7 -5 14 -7 19 8 -10 11 -12 12 15 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27
leaf_value=0.0020386576460211586 0.0016029512681359035 0.0015564923677466895 0.0018404027328348903 0.00054106782800955849 0.002321717214731889 0.00031034272421715875 0.0022855670143204897 0.0026895355452070321 0.0041580930625231662 0.0031485250216420012 0.0029221583345915296 0.0030253158578772148 0.0018650528704070367 0.0033984600480988399 0.0014848916100169648 0.0022263507566817084 0.0029705531044975416 0.0025074057274345578 0.002488902192144999 0.0027975099726077492 0.00274428732241031 0.0033213159154772331 0.0029874273356601745 0.0032301506614095476 0.00268309127815679 0.0029564422236643103
leaf_weight=72 52 68 96 76 53 59 58 54 56 59 68 52 53 56 56 60 54 63 80 73 102 87 472 89 59 172
leaf_count=72 52 68 96 76 53 59 58 54 56 59 68 52 53 56 56 60 54 63 80 73 102 87 472 89 59 172
internal_value=0 0.00159959 0.00283663 0.00119098 0.00140016 0.000977783 0.00229611 0.00286979 0.00301574 0.00273421 0.0022891 0.00283362 0.00264708 0.00290849 0.00189203 0.00235265 0.0025791 0.00293348 0.00270042 0.00257105 0.00297098 0.00300866 0.00303944 0.00300828 0.00294009 0.00288674
internal_weight=0 495 1804 312 236 127 183 1732 834 898 164 734 355 188 109 167 114 778 132 131 715 613 559 379 290 231
internal_count=2299 495 1804 312 236 127 183 1732 834 898 164 734 355 188 109 167 114 778 132 131 715 613 559 379 290 231
is_linear=0
shrinkage=0.00250084


Tree=2010
num_leaves=26
num_cat=0
split_feature=1 2 2 3 14 12 4 0 16 48 1 12 43 4 2 49 13 13 16 12 4 13 12 1213 12
split_gain=111.797 18.3297 17.4719 11.2848 7.46227 6.96449 4.50514 6.60598 3.98285 3.40431 4.1735 3.39653 4.14995 3.97755 2.53006 2.41738 2.25663 2.19571 2.10674 4.28678 2.80674 1.43285 1.86154 1.08443 0.867018
threshold=0.10892500000000001 0.12399000000000002 0.094835000000000017 -0.029309999999999996 0.054835000000000009 -1.0000000180025095e-35 0.50973500000000016 -0.085309999999999983 -0.18776499999999999 0.084620000000000015 0.078015000000000015 0.11844 -0.074204999999999979 -0.057539999999999994 -0.020134999999999997 0.047620000000000003 -0.035449999999999988 -0.067389999999999992 -1.0000000180025095e-35 0.091515000000000013 -0.025139999999999999 -0.085409999999999986 0.08425500000000001 -0.0068949999999999992 0.087675000000000017
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=2 3 4 -2 8 -4 7 -3 -1 18 24 12 17 16 -5 -15 -14 -7 21 20 -20 23 -23 -10 -11
right_child=1 6 5 14 -6 11 -8 -9 9 10 -12 -13 13 15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26
leaf_value=0.0019343749813823872 0.0021279860925119392 9.8708585473475491e-05 0.0014795435975038188 0.00065484244368699111 0.0034458213347312297 0.0028380979975174588 -8.976464693371625e-05 0.0012079048654731954 0.0025606859263300977 0.0027511499208021481 0.0018028201540038382 0.0016436876731407471 0.0019937373228805753 0.0015331060887711512 0.0013248661218384736 0.0021729442476127419 0.0026205985892025887 0.0022605276564041884 0.002822175717135415 0.0023676905986643186 0.0035464745146465714 0.0021857452718186585 0.0025822732804916312 0.0028930990979670434 0.002330046833411396
leaf_weight=56 102 53 88 52 58 92 52 75 100 64 66 54 53 77 88 62 91 66 74 65 54 79 560 138 53
leaf_count=56 102 53 88 52 58 92 52 75 100 64 66 54 53 77 88 62 91 66 74 65 54 79 560 138 53
internal_value=0 0.00108751 0.00245216 0.00151961 0.00260083 0.00210352 0.000506426 0.000748829 0.00256337 0.00259146 0.00228745 0.0022144 0.00228422 0.00210951 0.00107618 0.00181869 0.00239006 0.002597 0.00264343 0.00287203 0.00312794 0.00259309 0.00253329 0.00275354 0.00256061
internal_weight=0 422 1950 242 1367 583 180 128 1309 1253 183 495 441 283 140 139 144 158 1070 193 128 877 639 238 117
internal_count=2372 422 1950 242 1367 583 180 128 1309 1253 183 495 441 283 140 139 144 158 1070 193 128 877 639 238 117
is_linear=0
shrinkage=0.00240373


Tree=2011
num_leaves=16
num_cat=0
split_feature=4 376 13 2 2 2 132 157 0 4 160 13 4 4 13
split_gain=136.275 32.8681 27.7611 11.704 8.30393 7.07048 4.21712 3.59606 3.17138 3.37342 3.15387 2.96545 2.66193 2.18059 1.0463
threshold=0.30163500000000004 0.080200000000000007 -0.16392499999999996 0.13733000000000004 0.11693000000000002 0.092155000000000015 0.085885000000000003 -0.082189999999999999 -0.14989499999999997 0.0034000000000000007 0.0065900000000000012 -1.0000000180025095e-35 -0.0025749999999999996 0.51136500000000018 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 11 8 7 -7 -4 12 -9 -2 -10 -6 -11
right_child=4 -3 3 -5 13 6 -8 10 9 14 -12 -13 -14 -15 -16
leaf_value=0.0015805263877218946 0.0011542434005870435 0.0014969135666285038 0.0035630162526036476 0.0018687438051532171 0.00089996607892267589 0.0034527236583969962 0.0022660437516819044 0.0026986889740206153 0.0030886506828194955 0.0028887120988802259 0.0031483726159190696 0.0019084350788886083 0.0035548881111217901 0.00030096090609765634 0.0024757130026824637
leaf_weight=83 66 95 79 52 76 53 74 373 965 102 114 52 74 61 53
leaf_count=83 66 95 79 52 76 53 74 373 965 102 114 52 74 61 53
internal_value=0 0.00285215 0.00291581 0.00297295 0.00102843 0.00300337 0.00279525 0.00286772 0.00310373 0.00307332 0.00280401 0.00148681 0.00312188 0.000633439 0.00274766
internal_weight=0 2117 2022 1939 255 1887 614 540 1273 1194 487 118 1039 137 155
internal_count=2372 2117 2022 1939 255 1887 614 540 1273 1194 487 118 1039 137 155
is_linear=0
shrinkage=0.00235659


Tree=2012
num_leaves=16
num_cat=0
split_feature=1 12 2 41 474 2 4 16 4 16 12 151 52 1 12
split_gain=6.60176 2.50005 2.95364 2.80158 1.7889 1.57077 1.54569 1.28832 2.72658 1.6859 3.06655 1.51484 1.28108 2.56451 0.410099
threshold=0.11869500000000001 -0.085719999999999977 -0.023999999999999997 0.081560000000000007 0.10135500000000001 0.097070000000000004 0.51400500000000016 0.11346000000000002 -0.15450999999999995 0.51148500000000008 0.092355000000000007 -0.089594999999999994 -0.076839999999999978 0.13539000000000004 0.096150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 7 -1 12 8 -4 10 -9 -10 -2 -14 -11
right_child=6 2 3 -5 -6 -7 -8 9 11 14 -12 -13 13 -15 -16
leaf_value=0.0022139024372336063 -0.00078704373878962124 0.0053592936119044839 0.0051552443108294262 -0.0003858353081333885 0.0043670844995830618 -0.00061540653651173303 -0.0013276214581584105 0.0024092273381745564 0.0039380094596117091 0.002156527502446924 -0.00078783236636353763 0.002363808829178748 -0.0001308115250031243 0.0031244360350726149 0.0037067741659007059
leaf_weight=55 52 54 60 52 76 65 64 101 100 53 83 1358 75 72 52
leaf_count=55 52 54 60 52 76 65 64 101 100 53 83 1358 75 72 52
internal_value=0 0.00240959 0.00251385 0.00243438 0.00251233 0.000680264 0.00033787 0.00243425 0.00257802 0.00167862 0.00096636 0.00247187 0.000874166 0.0014627 0.00292552
internal_weight=0 2109 1989 1935 1883 120 263 1807 1518 289 184 1458 199 147 105
internal_count=2372 2109 1989 1935 1883 120 263 1807 1518 289 184 1458 199 147 105
is_linear=0
shrinkage=0.0123264


Tree=2013
num_leaves=18
num_cat=0
split_feature=4 13 12 159 12 50 159 52 13 15 12 124 1 50 13 15 13
split_gain=4.99824 2.92145 1.52291 2.05689 1.68877 1.73822 1.51416 1.30469 2.16959 1.60063 1.2549 1.22971 2.5073 0.999231 0.962897 0.888602 0.718135
threshold=0.27161500000000005 -0.16392499999999996 -0.077034999999999978 0.081925000000000012 0.11930500000000001 0.082725000000000007 0.09678500000000001 0.11483500000000001 -0.068549999999999986 -0.088954999999999992 0.084405000000000022 -1.0000000180025095e-35 0.11846000000000002 0.091130000000000017 -0.014114999999999997 -0.032704999999999991 -0.07692499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 4 5 7 -5 9 -9 -4 -7 -2 -13 -12 -3 -8 -14
right_child=11 2 3 6 -6 10 15 8 -10 -11 13 12 16 -15 -16 -17 -18
leaf_value=-0.00019115697317769953 0.001918795597393029 0.0023556506151576101 0.0011390902783134961 0.0053661109237840617 -3.1529964044967671e-05 0.0049887699316817462 0.0042738874186086075 0.0020719407565900241 -0.0013683474276234803 0.0026308682679724274 0.0044207799743068441 0.0013219850461991115 -0.0029872484792479188 0.0024563021462869344 1.5453028308967742e-05 0.0020547850434173972 -0.00062961708242922898
leaf_weight=89 69 62 174 80 57 71 61 125 52 853 67 101 52 235 82 90 52
leaf_count=89 69 62 174 80 57 71 61 125 52 853 67 101 52 235 82 90 52
internal_value=0 0.00231758 0.0024288 0.00253718 0.00236013 0.00244667 0.00378887 0.00218465 0.00106038 0.00237827 0.00329203 0.000283537 -0.000266129 0.00289263 0.00102409 0.00295224 -0.00180989
internal_weight=0 2098 2009 1865 1634 1577 231 1204 177 1027 373 274 205 302 144 151 104
internal_count=2372 2098 2009 1865 1634 1577 231 1204 177 1027 373 274 205 302 144 151 104
is_linear=0
shrinkage=0.0141591


Tree=2014
num_leaves=13
num_cat=0
split_feature=4 16 3 3 157 3 4 11 0 0 42 16
split_gain=3.46172 1.94547 1.35478 1.09465 1.08899 2.09704 1.58788 1.60966 1.67752 3.41884 1.0755 1.00319
threshold=0.27044500000000005 -0.42004999999999992 0.25468500000000005 0.11924500000000002 0.13027500000000003 0.10449500000000002 -0.5093899999999999 1.0000000180025095e-35 -0.11692999999999999 -0.14803999999999998 0.086195000000000008 -0.14483499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 5 6 -1 8 9 -8 -2 -10
right_child=1 -3 -4 -5 -6 -7 7 -9 11 -11 -12 -13
leaf_value=-0.00012204878519254061 0.002164964700795993 -0.0009764552135775326 -0.00011740602729062448 -0.00039681542976728899 6.7058692757891586e-05 0.003358774089611299 0.0016010676676784298 0.002723402784354702 0.0024673833991473667 -0.0015537539901539776 0.00030309610279155141 0.001419796347618311
leaf_weight=67 69 97 60 55 59 58 89 98 100 58 59 1503
leaf_count=67 69 97 60 55 59 58 89 98 100 58 59 1503
internal_value=0 0.000180772 0.00137845 0.000794756 0.00142267 0.00146316 0.00140569 0.00146114 0.00139039 0.000355574 0.0013076 0.00148522
internal_weight=0 280 2092 183 2032 1973 1915 1848 1750 147 128 1603
internal_count=2372 280 2092 183 2032 1973 1915 1848 1750 147 128 1603
is_linear=0
shrinkage=0.0101119


Tree=2015
num_leaves=27
num_cat=0
split_feature=1 3 2 2 2 147 15 2 2 49 49 12 47 15 2 16 15 16 159 2 1212 49 399 16 133 12
split_gain=133.07 27.9522 7.89866 7.69316 9.00115 6.04069 5.99086 5.64259 3.34682 3.23698 2.42689 2.34642 3.92366 2.924 3.09123 2.12903 1.61824 1.58404 1.39208 1.1987 1.14963 0.822447 0.781912 0.515789 0.496717 0.350426
threshold=0.10335000000000001 -0.06340999999999998 0.097145000000000023 0.14530500000000005 -1.0000000180025095e-35 0.08598500000000002 -0.12291999999999999 0.11693000000000002 0.12454500000000002 -1.0000000180025095e-35 0.093350000000000002 0.087805000000000008 0.077555000000000013 0.083185000000000023 0.084995000000000015 0.081265000000000018 -0.087404999999999983 0.0060650000000000009 0.018290000000000004 0.10097500000000002 0.087575000000000014 0.10271000000000001 0.083985000000000018 0.14091500000000004 0.086100000000000024 0.09159500000000001
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 6 5 4 -3 10 -2 16 9 -4 11 12 13 14 -1 -8 -6 22 19 -11 -15 23 25 -21 -12 -13
right_child=1 3 8 -5 7 -7 15 -9 -10 18 24 17 -14 20 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0020435130801761498 0.0010882918927212011 6.0601238487183294e-05 0.0016476550591732807 -0.00014536808060383588 0.0011514110969097872 0.0016969603074538208 0.001698040323518557 0.00062608069067350092 0.0015502463201201532 0.0019435515116322478 0.0020359110629076149 0.0025597668458380595 0.0032385420160990137 0.0028855631759160932 0.0026056677778546239 0.0023523932152311605 0.0017661027606842036 0.0021539536618124322 0.0026846976739420066 0.0025850783041379017 0.0025036877559839969 0.0020669895808806539 0.0028071663614605731 0.0022710288136093353 0.0023708040771753119 0.0024147241382573366
leaf_weight=86 52 78 54 69 55 54 52 99 55 66 58 219 72 223 217 79 53 87 53 74 65 52 55 63 57 223
leaf_count=86 52 78 54 69 55 54 52 99 55 66 58 219 72 223 217 79 53 87 53 74 65 52 55 63 57 223
internal_value=0 0.00101391 0.00242958 0.000603568 0.000784983 0.00251877 0.00180755 0.00105781 0.00212665 0.00221416 0.00255133 0.00258351 0.00268578 0.0026184 0.0024462 0.00209285 0.00145331 0.00246736 0.00231339 0.00223611 0.00279947 0.00233813 0.00252217 0.00244086 0.00220213 0.00248665
internal_weight=0 537 1833 354 285 1416 183 207 417 362 1362 1247 663 591 303 131 108 584 308 255 288 189 497 137 115 442
internal_count=2370 537 1833 354 285 1416 183 207 417 362 1362 1247 663 591 303 131 108 584 308 255 288 189 497 137 115 442
is_linear=0
shrinkage=0.00250084


Tree=2016
num_leaves=20
num_cat=0
split_feature=2 2 2 0 2 43 14 0 0 2 47 2 16 0 42 42 16 2 16
split_gain=74.3223 46.1747 14.832 18.2824 11.5371 7.29995 5.65971 5.37371 4.57848 2.94078 2.29608 2.3445 2.16241 1.56773 1.54129 1.23168 1.62378 1.49999 1.21698
threshold=0.11366500000000002 -1.0000000180025095e-35 0.099675000000000014 -0.13010499999999997 0.14578500000000003 -0.069434999999999983 0.062655000000000016 -0.11471499999999998 -0.12608499999999997 0.12454500000000002 0.11069000000000002 0.092155000000000015 0.0055300000000000011 -0.057279999999999991 0.085075000000000026 0.090185000000000015 -0.040964999999999994 0.10672500000000001 -0.095229999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 -4 8 -1 7 18 -2 -10 11 14 -13 -6 -9 16 -5 -18 -3
right_child=4 2 3 15 13 -7 -8 10 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20
leaf_value=0.00060188331262776308 0.001108459366419369 0.0026302143668156834 0.0010210321998388406 0.0024230299966285758 0.00014610510340448419 0.0019011213746276587 0.0038897247574007326 0.003196116926597829 0.0022852275646211792 0.0015361862518071228 0.002429101144648589 0.0025601013658102423 0.0031750395983583639 0.00086305652484742329 0.0029737105368863146 0.0023093572269066573 0.0033760165401982242 0.0026984597596154316 0.0020134960043077417
leaf_weight=82 89 60 74 59 52 68 59 591 93 88 56 150 74 53 502 54 55 59 52
leaf_count=82 89 60 74 59 52 68 59 591 93 88 56 150 74 53 502 54 55 59 52
internal_value=0 0.00275483 0.00288195 0.0022865 0.00133287 0.00119108 0.00299801 0.00296256 0.00165343 0.00192123 0.00301299 0.00303779 0.00276339 0.000508293 0.003094 0.00269889 0.0028203 0.00302563 0.00234416
internal_weight=0 1995 1845 301 375 150 1544 1485 270 181 1373 1317 224 105 1093 227 173 114 112
internal_count=2370 1995 1845 301 375 150 1544 1485 270 181 1373 1317 224 105 1093 227 173 114 112
is_linear=0
shrinkage=0.00293013


Tree=2017
num_leaves=20
num_cat=0
split_feature=1375 2 52 4 39 13 51 51 40 51 1 50 1 1209 156 1 42 1 402
split_gain=2.36653 1.66333 3.6372 1.42198 2.30155 2.24855 1.91013 2.74231 1.48542 1.1204 1.25607 2.33981 2.98928 1.4783 0.949285 0.90393 0.900309 0.997816 0.877088
threshold=-0.14438999999999999 -1.0000000180025095e-35 -0.050359999999999995 0.043850000000000007 0.085095000000000018 -0.17933499999999997 -0.015099999999999997 -0.40771999999999992 -0.012109999999999998 -0.10830999999999999 0.07677500000000001 0.089465000000000017 0.084795000000000023 0.083050000000000013 0.10441500000000002 0.090840000000000018 0.091475000000000015 0.10790500000000001 0.086055000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -5 7 -7 -8 14 13 12 -12 18 -3 -13 17 -10 -11
right_child=1 3 -4 5 -6 6 8 -9 16 10 11 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0010983088376730096 -0.0021398613013781558 0.0035973865381344712 0.0016895794832744134 0.0033066647056043006 0.0039444001367364657 0.00097226579887110809 -0.00033197816906534004 -0.0025486987731696245 0.0018100415343840345 0.0014640255353995334 -0.0020974151736917242 0.0029512438538242328 0.00094754756027703915 0.0031973403804175186 0.0015185798409684279 0.0013715983256910346 0.0029713709938991289 -7.7352591687951511e-05 0.0024969510842493105
leaf_weight=52 56 71 92 52 62 73 69 54 131 719 54 90 279 94 55 118 55 56 138
leaf_count=52 56 71 92 52 62 73 69 54 131 719 54 90 279 94 55 118 55 56 138
internal_value=0 0.00145601 0.000239747 0.00153891 0.0017028 0.000976724 0.000699821 -0.000523841 0.00119992 0.00161683 0.00152603 0.00106967 0.00045339 0.00178551 0.00269097 0.00205571 0.00163723 0.00124416 0.0016305
internal_weight=0 2318 148 2170 1680 490 438 127 311 1618 1492 541 333 951 126 208 242 187 857
internal_count=2370 2318 148 2170 1680 490 438 127 311 1618 1492 541 333 951 126 208 242 187 857
is_linear=0
shrinkage=0.0118477


Tree=2018
num_leaves=12
num_cat=0
split_feature=14 10 0 4 4 151 160 2 456 159 4
split_gain=1.98191 2.61541 2.01751 2.03721 4.50167 1.92842 1.97276 1.71134 1.38773 1.18027 0.400957
threshold=-0.23960999999999996 -1.0000000180025095e-35 -0.15270499999999995 -0.00027999999999999998 0.40780000000000005 0.085465000000000013 -0.52850499999999989 0.12454500000000002 0.087015000000000023 0.10314500000000001 0.07252500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -4 8 9 -8 -9
right_child=1 2 5 4 -6 -7 7 10 -10 -11 -12
leaf_value=0.0027230159530932767 -0.00075050484725841223 0.0017671622780683442 -0.00062503699644805464 -0.0032422503184008017 0.0011339271728716121 0.0031201141155603679 0.0011434443666218041 0.0005074563373142992 0.002569916944519828 0.0022897425653606316 -0.00084221825848857618
leaf_weight=90 98 53 75 54 64 64 1539 58 102 121 52
leaf_count=90 98 53 75 54 64 64 1539 58 102 121 52
internal_value=0 0.001033 0.00111316 -5.03638e-05 -0.00086772 0.00121215 0.00114937 0.00122053 0.00130487 0.00122707 -0.000129488
internal_weight=0 2280 2182 171 118 2011 1947 1872 1762 1660 110
internal_count=2370 2280 2182 171 118 2011 1947 1872 1762 1660 110
is_linear=0
shrinkage=0.0111644


Tree=2019
num_leaves=20
num_cat=0
split_feature=12 4 147 16 16 12 13 13 3 12 12 474 48 3 15 13 12 3 15
split_gain=1.94442 2.32463 2.11038 1.48721 2.44649 1.71693 1.40719 1.37482 2.58742 2.62021 1.30795 0.889593 0.820315 1.37436 2.21256 0.969567 0.669026 0.723711 0.505253
threshold=-0.11875499999999999 0.0053900000000000016 0.089365000000000014 -0.065999999999999989 0.053535000000000006 0.096475000000000019 0.17982000000000001 0.031740000000000011 -0.23303499999999996 0.096425000000000025 -0.011819999999999999 0.10135500000000001 0.10168500000000001 0.0025650000000000004 -0.41971499999999995 -0.077849999999999989 0.099815000000000015 0.08734500000000002 0.090725000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 12 -5 -6 7 10 -9 -10 -2 16 13 14 -3 -16 17 -12 -18
right_child=1 2 -4 4 5 -7 -8 8 9 -11 11 -13 -14 -15 15 -17 18 -19 -20
leaf_value=0.0023458122916421432 -0.00017199693834570791 -0.0011107681244755167 -0.0016388051331846355 -0.0014527882560114122 0.0017743105928819136 -0.00054219207263619278 0.0021514169582767741 0.0016547241157783914 -0.0023122229618089385 0.0006342186496966954 0.0011388217682042319 0.0022674382731264738 -0.00026475631757329448 0.0022854749035149864 0.00039078326098173895 0.0018123273232007802 -0.0004322640402248957 0.00032868978353090786 0.00092189556133872902
leaf_weight=74 89 52 52 90 63 58 85 62 56 58 1054 54 58 62 84 99 52 116 52
leaf_count=74 89 52 52 90 63 58 85 62 56 58 1054 54 58 62 84 99 52 116 52
internal_value=0 0.000744428 0.000234608 0.000406907 -0.000238941 0.000663063 0.000932131 0.000867007 5.62107e-05 -0.000812246 0.000967639 0.00104409 0.00079107 0.000997608 0.000657388 0.00116038 0.000992159 0.00105859 0.000243818
internal_weight=0 2296 618 566 211 121 1678 1593 176 114 1417 1328 355 297 235 183 1274 1170 104
internal_count=2370 2296 618 566 211 121 1678 1593 176 114 1417 1328 355 297 235 183 1274 1170 104
is_linear=0
shrinkage=0.00971926


Tree=2020
num_leaves=26
num_cat=0
split_feature=1 52 1 123 124 0 4 1 13 43 11 52 0 158 4 4 43 52 403 130 52 4 16 4 4
split_gain=97.8819 14.6458 9.28183 9.10053 3.7745 3.8865 3.69142 4.73331 3.52351 5.16479 2.29224 3.31808 2.15859 1.89993 2.59298 3.49172 1.30674 1.23172 1.17164 1.14103 1.12364 1.10896 1.09493 0.599764 0.337055
threshold=0.10752500000000002 -0.24526499999999998 0.12796000000000002 0.081990000000000021 -0.0037749999999999993 -0.11912999999999999 -0.072054999999999994 0.098515000000000005 -0.10899499999999999 -0.072174999999999975 1.0000000180025095e-35 -0.0093349999999999978 -0.075914999999999996 0.082560000000000008 0.054560000000000004 -0.0062699999999999987 0.0054600000000000004 0.087555000000000008 -0.10802999999999999 0.078550000000000023 0.098380000000000009 0.0015850000000000003 0.15454000000000004 -0.081189999999999984 0.15484000000000003
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 4 6 -3 -6 10 12 -4 -10 11 22 13 14 15 -8 18 -18 23 21 -20 -14 -1 -13 -16
right_child=1 2 8 -5 5 -7 7 -9 9 -11 -12 16 19 -15 24 -17 17 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0016541756621313501 0.0020875152133426724 0.00060592870453576007 5.7300040622186858e-05 0.0013886486964893195 0.00094641604146650606 0.0016473743444499304 0.0020654654482588504 0.0016082839329038241 0.00018394315703869934 0.001171727905452623 0.002626752819234014 0.0023100790289054254 0.0019962305368883752 0.002500927351380695 0.0016967050055553504 0.0024389555554357387 0.0018846164426428186 0.002327540278165592 0.0025076208602481287 0.0021876542541182458 0.0021562389507014477 0.001599149137781124 0.0021140698707845054 0.0019986527304968115 0.0019573858872359465
leaf_weight=55 53 52 73 79 79 84 326 97 52 57 93 89 84 91 54 214 64 67 267 64 58 65 53 52 53
leaf_count=55 53 52 73 79 79 84 326 97 52 57 93 89 84 91 54 214 64 67 267 64 58 65 53 52 53
internal_value=0 0.000968832 0.000819426 0.00214234 0.00113815 0.00130779 0.00217458 0.00208594 0.000442774 0.000700713 0.00229097 0.00224664 0.00213463 0.00219285 0.00214948 0.00221352 0.00231291 0.00211133 0.00236952 0.0019328 0.00244499 0.00182317 0.00188009 0.0021954 0.00182605
internal_weight=0 450 397 1925 215 163 1846 1048 182 109 798 705 951 738 647 540 597 131 466 213 325 149 108 141 107
internal_count=2375 450 397 1925 215 163 1846 1048 182 109 798 705 951 738 647 540 597 131 466 213 325 149 108 141 107
is_linear=0
shrinkage=0.00226508


Tree=2021
num_leaves=14
num_cat=0
split_feature=2 11 2 41 42 13 15 0 52 2 13 0 3
split_gain=3.28081 2.28917 2.16973 1.92223 1.14986 1.40737 1.40107 4.13664 1.36062 0.816976 0.699989 1.40431 0.881391
threshold=0.16730000000000003 0.080455000000000013 -0.082219999999999974 0.07831500000000001 -0.0043149999999999994 1.0000000180025095e-35 -0.015464999999999998 -0.10946999999999998 0.37486000000000003 0.097145000000000023 0.25694000000000006 -0.065489999999999979 -0.060614999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 8 -8 -6 -3 11 12 -4
right_child=-2 9 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0012757304917407181 -0.0017146007503199519 0.0032497179099243729 0.00098494331756169271 0.0028447993626684463 0.00094147043662382056 -0.00074747338619881665 -0.0021373739198979834 0.00067272904673185 0.0027158839979202509 0.001571871388344084 0.00010254186286261496 0.0029311480715622528 0.0023627562160310734
leaf_weight=55 56 56 442 56 647 77 67 604 54 84 59 57 61
leaf_count=55 56 56 442 56 647 77 67 604 54 84 59 57 61
internal_value=0 0.000913242 0.0008277 0.000882221 0.000829021 0.000663463 0.000742732 0.000391967 0.00107832 0.00224383 0.00121638 0.00133353 0.00115226
internal_weight=0 2319 2179 2124 2068 1449 1372 671 701 140 619 560 503
internal_count=2375 2319 2179 2124 2068 1449 1372 671 701 140 619 560 503
is_linear=0
shrinkage=0.0107308


Tree=2022
num_leaves=22
num_cat=0
split_feature=1 52 2 123 12 0 14 15 2 43 15 0 42 0 11 52 2 0 0 0 474
split_gain=86.2995 15.8134 10.2607 8.27147 4.77324 3.81879 7.76957 9.8492 3.51108 2.43302 1.86877 1.74233 1.55991 2.97934 1.79941 1.389 1.43266 0.686413 0.551866 0.82283 0.528602
threshold=0.10752500000000002 -0.24526499999999998 0.14721500000000001 0.081990000000000021 0.089475000000000013 -0.10653 0.076975000000000002 -0.097984999999999989 0.12454500000000002 -0.072864999999999985 -0.13800499999999996 -0.14822499999999997 0.085315000000000016 -0.065249999999999989 1.0000000180025095e-35 0.08321000000000002 0.10222000000000002 -0.086224999999999982 -0.076859999999999984 -0.071719999999999992 0.087440000000000004
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 4 5 9 6 7 -1 12 -3 -11 -9 14 18 15 16 -7 -17 20 -20 -14
right_child=1 2 -4 -5 -6 8 -8 11 -10 10 -12 -13 13 -15 -16 17 -18 -19 19 -21 -22
leaf_value=0.00303027089589172 0.0029230332703840661 0.00095701390614303023 0.00047209181836033875 0.0019731091037276825 0.0021272246459074521 0.0029630792152859193 0.0034924034973582928 0.0020962250543344876 0.0022536792875477666 0.0012238205723889757 0.0018435576816659685 0.0013855022935373739 0.002931834097936372 0.0023114757961953561 0.0034876215377957443 0.0033365564110918035 0.0025050710757244907 0.0030571193557019354 0.0025357147480431085 0.0029712196948133212 0.003227099300628534
leaf_weight=79 53 80 86 79 81 446 53 53 56 70 80 53 392 69 63 99 60 232 65 71 55
leaf_count=79 53 80 86 79 81 446 53 53 56 70 80 53 392 69 63 99 60 232 65 71 55
internal_value=0 0.00150597 0.00131672 0.0028492 0.00155018 0.00288668 0.00255928 0.00229179 0.00293512 0.00134684 0.00155454 0.00174114 0.00295969 0.00285607 0.00303472 0.00300059 0.00290883 0.00314079 0.00292047 0.00276329 0.00296823
internal_weight=0 450 397 1925 311 1846 238 185 1608 230 150 106 1552 652 900 837 506 331 583 136 447
internal_count=2375 450 397 1925 311 1846 238 185 1608 230 150 106 1552 652 900 837 506 331 583 136 447
is_linear=0
shrinkage=0.00276112


Tree=2023
num_leaves=10
num_cat=0
split_feature=2 16 15 15 0 1452 0 157 150
split_gain=2.55224 1.65293 1.88013 1.54139 1.82311 1.38701 1.26419 1.20109 1.05885
threshold=0.16730000000000003 -0.54656499999999986 -0.41971499999999995 -0.23071999999999995 -0.22607999999999998 0.089640000000000011 -0.076639999999999986 -0.32366999999999996 0.087000000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 7 -3 -6 -9
right_child=-2 2 3 4 5 -7 -8 8 -10
leaf_value=0.0025119264632776171 -0.0012973593835350395 -0.0015661265143408407 0.0024792191303889158 -0.00087630791822385979 0.0023934867195991847 -0.00066099543597769096 0.00047383388612164476 0.00095446399495932349 0.00015490821163916809
leaf_weight=57 56 52 57 60 53 56 70 1734 180
leaf_count=57 56 52 57 60 53 56 70 1734 180
internal_value=0 0.000843735 0.000801652 0.000869909 0.000825821 0.000876356 -0.00039479 0.000920178 0.000879326
internal_weight=0 2319 2262 2140 2083 2023 122 1967 1914
internal_count=2375 2319 2262 2140 2083 2023 122 1967 1914
is_linear=0
shrinkage=0.00991364


Tree=2024
num_leaves=12
num_cat=0
split_feature=10 39 1375 0 1453 0 0 15 11 15 15
split_gain=1.31946 1.03616 0.975464 1.17706 0.911675 1.012 1.44077 1.80595 1.31102 1.17513 0.426846
threshold=0.046740000000000011 0.11233000000000001 -0.14438999999999999 -0.18901999999999997 -0.064249999999999988 -0.13740499999999997 -0.10803999999999998 -0.24042999999999998 0.075910000000000019 -0.09547499999999999 -0.095804999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 8 -7 -8 9 -6 -4
right_child=-2 -3 3 4 5 6 7 -9 -10 -11 -12
leaf_value=-0.00068797189639060476 -0.0010589089256635878 -0.00079008552242652776 0.00137067312052173 -0.00040916130315582391 0.00048938548797026061 0.00240457853569712 -0.00069876111192709682 0.00098817644541550407 0.0015560227409046517 -0.0019047168375131819 0.0028810607131010144
leaf_weight=55 53 54 53 78 58 94 94 1673 53 57 53
leaf_count=55 53 54 53 78 58 94 94 1673 53 57 53
internal_value=0 0.000830652 0.000869297 0.000908057 0.000846671 0.000895011 0.000974512 0.000898364 1.35994e-05 -0.000696157 0.00212706
internal_weight=0 2322 2268 2213 2107 2029 1861 1767 168 115 106
internal_count=2375 2322 2268 2213 2107 2029 1861 1767 168 115 106
is_linear=0
shrinkage=0.0118477


Tree=2025
num_leaves=20
num_cat=0
split_feature=1 52 1 12 12 3 12 16 15 159 12 15 15 43 1 474 12 52 3
split_gain=76.3159 14.861 8.84163 8.05923 5.76891 5.32317 5.27424 3.08602 2.73785 3.83636 2.48421 3.08358 2.31557 4.12089 1.97069 1.93782 3.10431 1.76818 1.60359
threshold=0.10335000000000001 -0.41304999999999997 0.12895500000000001 0.088105000000000003 -0.090699999999999989 0.099930000000000005 0.11769500000000001 -0.4058199999999999 -0.026169999999999995 0.085345000000000018 0.092150000000000024 -0.075694999999999985 -0.04174499999999999 -0.024279999999999996 0.088735000000000022 0.085165000000000018 0.081810000000000008 -0.053514999999999993 -0.14162499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 -1 6 8 -4 9 10 14 -12 13 -3 -6 16 -10 -9 -18
right_child=1 2 7 -5 5 -7 -8 17 15 -11 11 -13 -14 -15 -16 -17 18 -19 -20
leaf_value=0.0017578653367495238 0.0026531190325419693 0.0010040458215624965 0.00047697988921189448 0.0022487627338101299 0.0026849758925705518 0.0017959891158737752 0.0018777099054575865 0.00080817968411151582 0.0033367910216091667 0.003049999447995267 0.0024759501192643594 0.0017000831760924299 0.00081462831290166472 0.0019276279707677077 0.0021538227171321034 0.0023984696701059103 0.0031813511982912543 0.001515937737052295 0.0027307229359705473
leaf_weight=57 67 71 90 93 253 54 61 52 75 90 92 64 56 71 65 95 63 52 850
leaf_count=57 67 71 90 93 253 54 61 52 75 90 92 64 56 71 65 95 63 52 850
internal_value=0 0.00145769 0.00129249 0.00159103 0.00260697 0.00263442 0.00266092 0.000844537 0.00268991 0.00253636 0.00243877 0.00215783 0.00128195 0.00146604 0.0025765 0.00276984 0.00280552 0.00116234 0.00276185
internal_weight=0 552 485 291 1819 1762 1708 194 1647 564 474 156 198 142 318 1083 988 104 913
internal_count=2371 552 485 291 1819 1762 1708 194 1647 564 474 156 198 142 318 1083 988 104 913
is_linear=0
shrinkage=0.00270699


Tree=2026
num_leaves=16
num_cat=0
split_feature=41 0 51 15 0 52 15 15 1375 42 2 0 51 2 1213
split_gain=2.09578 1.80475 2.47366 3.31102 2.43082 2.2885 1.05908 2.7039 1.16132 1.0909 1.29198 0.888862 1.42768 0.838588 0.711513
threshold=0.089005000000000015 -0.13010499999999997 0.11178000000000002 -0.071614999999999984 -0.14582499999999995 -0.060549999999999993 -0.26826999999999995 -0.4680149999999999 -0.07273499999999998 -0.077669999999999989 0.10060500000000001 0.12474500000000001 -0.15171499999999996 0.11144000000000001 -0.051744999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 5 -1 7 -3 -8 10 14 12 -11 -7 -10
right_child=-2 2 3 -5 -6 13 8 -9 9 11 -12 -13 -14 -15 -16
leaf_value=0.002240076903516386 0.0032983944991193661 0.0018843087435752354 0.00076826278528298905 -0.0034176390128392272 -0.0024958033626394948 0.00023932564401293801 0.0028847743726683498 -0.0020266018798148619 0.0024206407553784988 -0.00060538405050134946 0.0036648822846303739 0.0025750096980874421 0.00096407605573232741 -0.0017654858884179093 0.00093989536986067567
leaf_weight=82 60 61 92 53 64 100 65 65 83 113 53 54 1175 59 192
leaf_count=82 60 61 92 53 64 100 65 65 83 113 53 54 1175 59 192
internal_value=0 0.00077179 0.00091719 -0.000760774 -0.000184045 0.000429275 0.001048 -0.000132094 0.00113379 0.00106555 0.00175578 0.000896745 0.000826272 -0.000503702 0.00138733
internal_weight=0 2311 2006 145 305 241 1861 126 1735 1670 328 1342 1288 159 275
internal_count=2371 2311 2006 145 305 241 1861 126 1735 1670 328 1342 1288 159 275
is_linear=0
shrinkage=0.0133425


Tree=2027
num_leaves=15
num_cat=0
split_feature=9 48 52 1 13 160 1 1 16 50 13 1452 43 13
split_gain=1.79083 1.59089 2.55839 3.77059 2.41885 1.28603 1.1571 1.80169 2.52444 1.59105 1.04781 0.838031 0.659987 0.464994
threshold=0.089995000000000006 0.093265000000000015 -0.060549999999999993 0.078015000000000015 -0.42334499999999992 -0.54856499999999986 0.11203500000000001 0.104035 -0.019749999999999993 0.12045500000000002 -0.059914999999999989 0.087420000000000012 -0.04009999999999999 -0.08125499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 7 9 -9 11 13 -7 -12 -8
right_child=-2 2 3 -5 5 6 10 8 -10 -11 12 -13 -14 -15
leaf_value=0.0030411665874573585 -0.0014757085821186812 0.0012508031082263836 0.00088116867607855684 -0.0025756453562212284 0.0024495116908549107 0.00065715684756884908 0.0014813413814206648 0.001096123895832448 -0.0021505341575317896 -0.0011481909963157451 -0.0002518249328056321 0.0020096748913219394 0.0015188600070795337 0.0030038577884719791
leaf_weight=58 53 100 73 93 52 1477 53 54 73 62 54 62 55 52
leaf_count=58 53 100 73 93 52 1477 53 54 73 62 54 62 55 52
internal_value=0 0.000640693 -0.000187542 -0.00105475 0.000748116 0.000681356 0.000633949 0.000536015 -0.000769108 0.000639621 0.00142417 0.000711723 0.000640525 0.00223651
internal_weight=0 2318 266 166 2052 1994 1942 1728 127 1601 214 1539 109 105
internal_count=2371 2318 266 166 2052 1994 1942 1728 127 1601 214 1539 109 105
is_linear=0
shrinkage=0.0113877


Tree=2028
num_leaves=9
num_cat=0
split_feature=14 9 1447 1420 51 1186 13 49
split_gain=1.64459 2.58504 1.23517 1.51765 1.46743 1.19222 1.12653 1.19781
threshold=-0.10708499999999999 0.087755000000000014 -0.085804999999999979 -0.07737999999999999 0.15177500000000002 0.083355000000000012 0.26379000000000002 0.11580500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=0.0018273791711550602 -0.00081544015495906908 -0.001975608159883669 0.0023341181788758131 0.00060118753725919665 -0.0013224115488194466 -0.00098424550662164364 0.0021591559238932916 -0.0004678693861689198
leaf_weight=103 86 53 54 1774 53 61 52 135
leaf_count=103 86 53 54 1774 53 61 52 135
internal_value=0 0.000412853 0.000470056 0.000522038 0.000474824 0.00052199 0.000568904 0.000525525
internal_weight=0 2268 2215 2129 2075 2022 1961 1909
internal_count=2371 2268 2215 2129 2075 2022 1961 1909
is_linear=0
shrinkage=0.0109455


Tree=2029
num_leaves=11
num_cat=0
split_feature=41 1 12 12 15 3 15 12 1447 1420
split_gain=1.50733 1.55185 1.98102 1.3025 1.37695 1.39991 4.29086 1.19436 1.03645 0.921175
threshold=0.089005000000000015 0.13712000000000005 -0.036614999999999988 0.12477500000000001 -0.24269999999999997 0.099930000000000005 -0.036064999999999993 0.11436 -0.085804999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -7 8 -6 -10
right_child=-2 2 -4 -5 5 6 -8 -9 9 -11
leaf_value=-0.00093728827243698084 0.0021928055059040391 0.00052823473023541352 -0.0023159062535558824 0.0020627176009985963 -0.00068851695580359254 0.0013696959467110702 -0.002735983405359192 -0.0011708580929500575 0.0020357932242448676 0.00058748761920364098
leaf_weight=97 60 65 62 62 80 66 66 52 59 1702
leaf_count=97 60 65 62 62 80 66 66 52 59 1702
internal_value=0 0.000364117 -0.000859286 0.000435314 0.000387707 0.000451236 -0.000682223 0.000530337 0.000578454 0.00063608
internal_weight=0 2311 127 2184 2122 2025 132 1893 1841 1761
internal_count=2371 2311 127 2184 2122 2025 132 1893 1841 1761
is_linear=0
shrinkage=0.0113877


Tree=2030
num_leaves=23
num_cat=0
split_feature=1 2 39 52 12 2 12 1 2 52 1 13 12 47 51 1210 159 12 1 47 131 52
split_gain=85.0462 35.3081 12.4461 11.679 8.0149 5.77362 9.99093 4.84273 3.4165 6.29284 3.90547 2.90974 2.72547 2.44346 2.3682 1.93122 1.71525 1.81212 1.50051 1.48227 1.04604 0.385407
threshold=0.10574000000000001 0.14578500000000003 0.081875000000000017 -0.40011499999999994 0.11769500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.092655000000000015 0.090000000000000011 0.39765000000000006 0.089710000000000026 -0.0011949999999999997 0.087905000000000025 0.077555000000000013 0.07955000000000001 -0.049339999999999995 0.082585000000000006 0.091680000000000011 0.07635500000000002 0.084635000000000016 0.091015000000000013 -0.0092149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 8 6 -5 -4 12 10 16 21 13 14 18 -14 17 -10 -1 20 -17 -7
right_child=1 -3 7 5 -6 11 -8 -9 9 -11 -12 -13 15 -15 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0031211910305887023 0.0031299711893539315 -9.969873980740378e-05 0.0025508175163879974 0.0013779387042645434 0.0019059000717205096 0.00089468460951608482 0.0028620151919964937 0.0013207568102239838 0.0029929193895141186 0.0035503689694849636 0.0021588657522090431 0.0017719599004676061 0.0023805168418398149 0.0037450318392577842 0.0025604060645287052 0.0029778498328068216 0.0031615766197049234 0.0025740985128016214 0.0035153132052680547 0.0025477271255027498 0.0034273231765898264 0.0012383109965343933
leaf_weight=393 55 89 52 74 60 54 76 54 133 83 92 88 52 62 53 272 92 245 102 58 52 56
leaf_count=393 55 89 52 74 60 54 76 54 133 83 92 88 52 62 53 272 92 245 102 58 52 56
internal_value=0 0.00153754 0.00288112 0.00189919 0.00293909 0.00170458 0.00213008 0.00192447 0.00297577 0.00281085 0.00270158 0.00138208 0.00307763 0.00320193 0.00314043 0.00290286 0.00280774 0.00272154 0.00320247 0.00297389 0.00305008 0.0010699
internal_weight=0 492 1855 403 1749 348 150 106 1689 645 562 198 1044 610 548 434 470 378 495 382 324 110
internal_count=2347 492 1855 403 1749 348 150 106 1689 645 562 198 1044 610 548 434 470 378 495 382 324 110
is_linear=0
shrinkage=0.00287267


Tree=2031
num_leaves=25
num_cat=0
split_feature=1 1 12 14 13 4 39 12 1 0 13 123 1 12 0 4 4 1456 4 131 0 13 13 4
split_gain=151.789 37.6056 24.3832 13.9541 11.501 11.3161 9.14593 6.60778 5.87338 5.17914 5.11219 4.78474 4.37642 7.28878 3.41356 2.64021 2.31654 1.18194 0.911931 0.874961 0.733297 1.11981 0.72686 0.674842
threshold=0.12394500000000001 0.09518500000000002 0.085845000000000019 0.062655000000000016 -0.10899499999999999 0.046720000000000005 0.096775000000000014 0.091475000000000015 0.087070000000000022 -0.094124999999999986 -1.0000000180025095e-35 0.084000000000000005 1.0000000180025095e-35 0.054520000000000006 -0.066264999999999991 0.0063250000000000008 0.36766000000000004 -0.089834999999999984 -0.05584999999999999 0.088610000000000008 -0.079249999999999987 -0.064754999999999993 -0.061199999999999991 -0.01712
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 3 10 7 -2 22 -6 8 12 -10 11 -3 13 -1 15 20 -12 -15 -16 -11 23 -22 -4 -9
right_child=4 2 5 -5 6 -7 -8 14 9 19 16 -13 -14 17 18 -17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.002710805686777811 0.00010911864689235196 0.0010761582249437783 0.0038871561352995013 0.0045759373522455751 0.001917952163798984 0.0023788519212566556 0.00050589210017122535 0.003671348525634676 0.0023347264874506598 0.003494217885414549 0.0027406501352840824 0.0020923006761271699 0.0040959821291175359 0.0032000803561936181 0.0025050175175975312 0.0028264049872872348 0.0019957295722550215 0.0036134093907169307 0.0029519526575126935 0.0030584211674257898 0.0035047575939248636 0.0030599993311175152 0.0034910856964598001 0.0032708647356661834
leaf_weight=75 82 60 59 69 83 75 53 76 52 83 63 72 98 54 63 87 56 660 69 56 68 102 80 52
leaf_count=75 82 60 59 69 83 75 53 76 52 83 63 72 98 54 63 87 56 660 69 56 68 102 80 52
internal_value=0 0.00321984 0.00255237 0.00340634 0.000894526 0.00321075 0.00136787 0.00335573 0.00347425 0.00305107 0.00199092 0.00163063 0.00356534 0.00349939 0.00310855 0.00323522 0.00239034 0.00358219 0.00273886 0.00331885 0.00335448 0.00323807 0.00365941 0.00350887
internal_weight=0 2129 465 1664 218 214 136 1595 1078 191 251 132 887 789 517 385 119 714 132 139 298 170 139 128
internal_count=2347 2129 465 1664 218 214 136 1595 1078 191 251 132 887 789 517 385 119 714 132 139 298 170 139 128
is_linear=0
shrinkage=0.00265391


Tree=2032
num_leaves=12
num_cat=0
split_feature=12 48 159 49 49 2 43 16 15 16 150
split_gain=3.50814 1.71156 1.55841 1.43217 1.81233 4.32371 2.13872 1.8559 2.04642 1.56046 1.29441
threshold=-0.14847999999999997 0.13252500000000003 -0.46140499999999995 -0.082344999999999988 -0.046979999999999987 -0.020134999999999997 -0.015804999999999996 -0.42004999999999992 -0.24042999999999998 -0.50690499999999983 0.086135000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 6 -6 -5 9 -9 -7 -4
right_child=1 -3 3 4 5 7 -8 8 -10 -11 -12
leaf_value=-0.0027239102753759512 0.0030847434603985813 -0.0015537083059381858 0.0035856401125221008 0.00081417664325769982 0.0046414323292647726 0.0012587497285832122 -0.0028523730409417553 -0.0016791602917904512 0.0008100948416748247 0.0043496020307712789 0.00096021066503580992
leaf_weight=53 71 53 76 74 62 89 56 69 1617 52 75
leaf_count=53 71 53 76 74 62 89 56 69 1617 52 75
internal_value=0 0.00096005 0.00101957 0.000951928 0.000852331 0.000963653 -0.000764097 0.000838763 0.000708132 0.00239971 0.00228262
internal_weight=0 2294 2241 2170 2019 1889 130 1827 1686 141 151
internal_count=2347 2294 2241 2170 2019 1889 130 1827 1686 141 151
is_linear=0
shrinkage=0.0141591


Tree=2033
num_leaves=18
num_cat=0
split_feature=12 13 39 12 147 14 13 43 43 43 133 0 48 474 403 133 52
split_gain=54.0795 19.0413 14.3053 10.3347 10.7324 9.13023 4.70465 3.93817 3.90275 3.11558 2.88199 6.97113 2.56444 2.26478 1.24943 0.926341 0.875857
threshold=-0.011819999999999999 -0.16392499999999996 1.0000000180025095e-35 0.10823500000000001 0.089365000000000014 0.062655000000000016 -0.077549999999999994 -0.084964999999999985 -0.088004999999999986 -0.073404999999999984 -0.032969999999999992 -0.080219999999999986 0.083570000000000019 0.088010000000000019 -0.085254999999999984 0.015045000000000001 -0.059354999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 14 -5 -4 12 11 -8 -10 -12 -3 -9 -16
right_child=1 3 8 7 -6 -7 10 15 9 -11 13 -13 -14 -15 16 -17 -18
leaf_value=0.00037935456979839736 0.0014725866576281131 0.0026600985167571541 0.0024422476812740574 0.0015789290609433285 0.0017263597959232767 0.0038459285131900531 0.0027774662509296453 0.0021927234218704892 0.00090190593047391259 0.0020054935398878112 0.002732969819537143 0.0016639677951713846 0.0017302156379684133 0.0033109845793185969 0.002849521531923012 0.0026655335871342404 0.0030935133063290611
leaf_weight=66 88 74 54 60 63 67 120 63 55 86 704 63 55 54 145 61 469
leaf_count=66 88 74 54 60 63 67 120 63 55 86 704 63 55 54 145 61 469
internal_value=0 0.00270491 0.00150087 0.0027607 0.00282461 0.00286539 0.00282504 0.00214963 0.00179683 0.00161886 0.00270034 0.00239429 0.00131632 0.00277419 0.00299556 0.00242555 0.00303594
internal_weight=0 2031 316 1943 1759 1696 1629 184 250 196 941 183 110 758 688 124 614
internal_count=2347 2031 316 1943 1759 1696 1629 184 250 196 941 183 110 758 688 124 614
is_linear=0
shrinkage=0.00270699


Tree=2034
num_leaves=25
num_cat=0
split_feature=1 52 39 1 2 12 2 12 11 4 1 4 12 52 2 4 43 50 2 43 4 157 4 50
split_gain=190.865 37.6101 29.9986 21.7089 14.1362 12.1363 5.58325 4.95844 8.49763 4.26312 3.4576 3.19773 2.78708 2.64119 1.78086 1.96855 2.11495 1.67309 1.55893 1.50485 1.94337 1.04885 0.688203 0.223165
threshold=0.10508500000000001 -0.40011499999999994 0.081875000000000017 0.13075500000000004 0.099675000000000014 0.089475000000000013 0.14794000000000004 0.091475000000000015 1.0000000180025095e-35 0.0015850000000000003 0.087070000000000022 0.064645000000000022 0.08401500000000002 -0.063789999999999986 0.11366500000000002 -0.11205499999999999 -0.073574999999999988 0.10944000000000002 0.11556500000000001 -0.12584499999999996 -0.081214999999999996 -0.082259999999999986 -0.071794999999999984 0.086580000000000004
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 -2 4 5 7 13 -5 8 10 19 17 14 -12 -3 15 -6 -17 21 -15 -9 -21 -1 -22 -14
right_child=1 3 -4 6 11 -7 -8 9 -10 -11 12 -13 23 18 -16 16 -18 -19 -20 20 22 -23 -24 -25
leaf_value=0.011073498682521804 0.010620802763461822 0.008058047811801786 0.0090348920842772268 0.0079997925715116405 0.010765152949303535 0.0096756215125484452 0.0070189053280917436 0.010146410740340013 0.011707944222129622 0.0097301763553443131 0.0098555258088735137 0.0095413372417310471 0.010447008560447644 0.0090397567787743847 0.0098392835138127639 0.010528115049363771 0.0097895196930915893 0.010287275944549206 0.008413864539641748 0.011070805970067273 0.010321488620852613 0.010753769000560751 0.01064655471555641 0.010707793117146874
leaf_weight=89 58 76 100 103 53 81 69 68 61 60 57 75 67 54 79 53 61 52 64 52 103 648 103 61
leaf_count=89 58 76 100 103 53 81 69 68 61 60 57 75 67 54 79 53 61 52 64 52 103 648 103 61
internal_value=0 0.00860838 0.0104505 0.0083472 0.0105317 0.00881039 0.00760646 0.0106456 0.0107422 0.0103867 0.0106817 0.0100272 0.0103511 0.00844898 0.0101752 0.0103339 0.0101332 0.0107592 0.00870053 0.0105075 0.0106025 0.0107924 0.0104842 0.0105715
internal_weight=0 505 1842 447 1742 275 172 1421 1035 386 974 321 185 194 246 167 114 789 118 326 258 737 206 128
internal_count=2347 505 1842 447 1742 275 172 1421 1035 386 974 321 185 194 246 167 114 789 118 326 258 737 206 128
is_linear=0
shrinkage=0.00265391


Tree=2035
num_leaves=22
num_cat=0
split_feature=1 15 1 16 15 47 14 1 159 52 16 1447 52 43 13 15 15 133 52 457 43
split_gain=58.9579 10.1033 9.49681 7.93745 6.91082 8.45355 4.59291 3.87592 3.39694 2.90252 4.00287 3.3079 2.881 2.55818 2.45393 2.32234 1.95472 1.7216 1.6701 1.34527 0.862137
threshold=0.10752500000000002 -0.26826999999999995 0.089710000000000026 0.40052000000000004 -1.0000000180025095e-35 0.082095000000000015 0.062655000000000016 0.097195000000000017 0.077610000000000012 0.11483500000000001 -0.052894999999999991 -0.085709999999999995 0.081680000000000016 -0.072864999999999985 -0.085719999999999977 -0.088774999999999979 0.09167500000000002 0.11524500000000001 0.085625000000000021 -0.086894999999999986 -0.0082149999999999983
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=2 13 6 8 5 15 9 16 14 11 -11 -1 17 -2 -3 -4 -6 19 -14 -13 -20
right_child=1 3 4 -5 7 -7 -8 -9 -10 10 -12 12 18 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.0033211147524619396 0.00063829129189509266 0.0014445137688861025 0.0011816397265903651 0.0027455529619727047 0.0019669343895967317 0.0026236967649736023 0.0034034219331584544 0.0030508603454226877 0.0011044384776295255 0.0027680890024903431 0.0020441926571730371 0.0030483355050797164 0.003258514083061569 0.0013180412074928656 0.0020945159766152526 0.0018706812003620094 0.0026017456008448664 0.0022352959152765533 0.002957445161773483 0.0026328896020455855 0.0026872951487850296
leaf_weight=63 56 61 57 56 53 80 64 84 53 103 97 56 70 102 101 73 80 67 155 650 161
leaf_count=63 56 61 57 56 53 80 64 84 53 103 97 56 70 102 101 73 80 67 155 650 161
internal_value=0 0.00159037 0.00263687 0.00188941 0.00230118 0.00197078 0.00273331 0.0026208 0.00166628 0.00270313 0.00241714 0.00274992 0.00271884 0.00107729 0.00184993 0.00156877 0.00234898 0.0026286 0.00289951 0.00266588 0.00281989
internal_weight=0 429 1913 271 427 210 1486 217 215 1422 200 1222 1159 158 162 130 133 773 386 706 316
internal_count=2342 429 1913 271 427 210 1486 217 215 1422 200 1222 1159 158 162 130 133 773 386 706 316
is_linear=0
shrinkage=0.00255085


Tree=2036
num_leaves=15
num_cat=0
split_feature=51 51 4 42 15 43 0 394 43 0 42 403 43 16
split_gain=1.30643 2.02595 1.93743 2.73845 2.12335 1.80808 1.39095 1.20051 1.10759 1.5568 1.03727 0.94634 0.686866 0.39099
threshold=0.13887000000000002 0.10664000000000001 -0.082249999999999976 0.088520000000000015 0.087720000000000006 -0.23596999999999999 -0.22607999999999998 -0.069949999999999984 -0.11278499999999998 1.0000000180025095e-35 -0.038454999999999996 -0.020194999999999994 -0.013384999999999999 0.39524000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 -4 -7 -8 -9 -10 11 -1 -12 -14
right_child=-2 -3 5 -5 -6 6 7 8 9 -11 12 -13 13 -15
leaf_value=0.0026025250724536725 0.003022664145010151 8.9395677296532532e-05 0.0033361830338022331 0.0046893956603174776 0.0005767454405879725 3.3194076001770565e-05 0.00026483769374384685 5.3902968536605517e-05 0.0016233989718356923 0.0035259620809397888 0.0040228797869573257 0.00066320058730122314 0.0021656161017520508 0.0033213506986143771
leaf_weight=65 94 96 69 56 94 78 84 53 1319 56 55 61 105 57
leaf_count=65 94 96 69 56 94 78 84 53 1319 56 55 61 105 57
internal_value=0 0.00167755 0.00174835 0.00236333 0.00206498 0.00156552 0.00148861 0.00156361 0.00163992 0.00170097 0.00247248 0.00166459 0.00294103 0.002573
internal_weight=0 2248 2152 493 437 1659 1590 1512 1428 1375 343 126 217 162
internal_count=2342 2248 2152 493 437 1659 1590 1512 1428 1375 343 126 217 162
is_linear=0
shrinkage=0.0111644


Tree=2037
num_leaves=21
num_cat=0
split_feature=15 2 150 2 2 12 14 3 160 14 12 2 2 49 3 12 2 1213 3 130
split_gain=52.1056 28.136 16.1531 10.6426 8.57355 7.69866 3.11208 2.86479 2.80387 2.24034 1.94324 2.32688 1.66967 1.59035 1.38545 1.14714 0.818629 0.798934 0.774258 0.523142
threshold=-0.37478999999999996 0.099675000000000014 1.0000000180025095e-35 -0.0091949999999999983 0.14234000000000005 -1.0000000180025095e-35 0.062655000000000016 0.094285000000000008 -0.061284999999999992 -0.44847999999999993 0.092495000000000008 0.088820000000000024 0.11756000000000001 0.0060900000000000008 0.088465000000000002 0.094085000000000016 0.11144000000000001 -0.13252999999999998 -0.00079499999999999981 0.016915000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 4 -2 5 -3 7 10 -7 -1 11 17 -4 -13 16 -12 -10 -5 -11 -17
right_child=1 2 12 6 -6 8 -8 -9 14 18 15 13 -14 -15 -16 19 -18 -19 -20 -21
leaf_value=0.0015446402260503439 0.0018542159913426139 0.0016512627964471195 0.0015322596547162315 0.0033495542176288358 0.0014203031520843292 0.0032383323271800101 0.0034731449524503934 0.0022637849712558162 0.00250381685450349 0.00063740944424258783 0.0024494133935581528 0.0025857605516122731 0.00087600154665752952 0.0030501068977310014 0.0021746736144836027 0.0027446146173089711 0.002837257182876468 0.0029970010796470858 0.0010858338340483018 0.0030496814671445976
leaf_weight=53 77 64 62 52 61 55 64 57 117 55 91 184 53 78 54 226 105 722 59 53
leaf_count=53 77 64 62 52 61 55 64 57 117 55 91 184 53 78 54 226 105 722 59 53
internal_value=0 0.00265344 0.00213721 0.0028372 0.00236593 0.00251189 0.00288675 0.00286107 0.00267821 0.0010841 0.00288527 0.00294574 0.00123006 0.00272411 0.00256648 0.00271587 0.00266166 0.00302072 0.000869742 0.00280267
internal_weight=0 2175 571 1604 456 395 1527 1463 331 167 1406 1036 115 262 276 370 222 774 114 279
internal_count=2342 2175 571 1604 456 395 1527 1463 331 167 1406 1036 115 262 276 370 222 774 114 279
is_linear=0
shrinkage=0.00270699


Tree=2038
num_leaves=15
num_cat=0
split_feature=160 15 15 0 15 15 0 13 3 130 39 15 0 3
split_gain=1.14719 1.37914 2.76009 2.04606 2.03064 5.4076 1.33956 0.928758 1.43904 0.927934 1.81318 0.662951 1.6673 0.470387
threshold=-0.53327999999999987 -0.40312499999999996 -0.19301999999999997 -0.10946999999999998 0.083185000000000023 -0.036064999999999993 -0.010949999999999998 -0.117405 -1.0000000180025095e-35 -0.050984999999999996 0.085495000000000015 -0.094514999999999988 -0.14666499999999996 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 11 13 -5 9 -9 -11 12 -4 -2
right_child=1 2 3 7 -6 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.00021387997498167541 -0.00086884928715919051 0.0042535363393387104 -0.00075637923130802498 0.0005387671387201854 0.0028669197506180901 -0.0027044567352855044 0.0023233571644651297 0.0031482759802178161 0.0036054925153999936 0.0019674035858246812 6.8821410739655501e-05 0.0023114530380286512 0.0022545452278210647 0.00075101763334705762
leaf_weight=72 56 72 53 67 63 64 52 91 83 1398 81 78 59 53
leaf_count=72 56 72 53 67 63 64 52 91 83 1398 81 78 59 53
internal_value=0 0.00179636 0.00188035 0.0017964 0.00088566 0.000393727 0.000695422 0.00196417 0.00202187 0.00193806 0.00186351 0.00143802 0.000828558 -8.00003e-05
internal_weight=0 2270 2109 2037 317 254 161 1720 1653 1570 1479 190 112 109
internal_count=2342 2270 2109 2037 317 254 161 1720 1653 1570 1479 190 112 109
is_linear=0
shrinkage=0.0123264


Tree=2039
num_leaves=26
num_cat=0
split_feature=4 12 133 13 12 4 4 12 49 14 0 4 0 12 43 43 159 12 1212 13 1212 484 13 13 0
split_gain=124.264 40.488 11.2975 10.81 8.87059 8.05909 12.1171 5.16913 4.02116 3.78604 5.38709 2.75488 2.65633 2.1967 1.48493 1.20638 1.15857 1.98364 1.10601 1.08168 1.0716 0.999502 0.982478 0.894609 0.841562
threshold=0.30163500000000004 0.054520000000000006 0.087005000000000013 -0.13992499999999999 0.11769500000000001 -0.057539999999999994 -0.0057949999999999989 -0.011819999999999999 -0.061834999999999994 -0.42495999999999995 -0.17785499999999996 -0.082249999999999976 -0.086224999999999982 0.093840000000000021 -0.0068249999999999986 -0.072469999999999993 -1.0000000180025095e-35 0.083825000000000024 0.087685000000000013 -0.084024999999999975 0.049115000000000006 -0.075059999999999974 0.094590000000000021 -0.012899999999999998 -0.014954999999999998
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=1 2 3 -1 8 24 -7 -8 19 -2 -11 12 23 16 -12 -15 21 -18 22 -3 -17 -13 -14 -10 -5
right_child=9 4 -4 5 -6 6 7 -9 11 10 14 13 18 15 -16 20 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0015901527923122348 0.0018376558591530789 0.0031574521245000126 0.0014625149024346258 0.0035971507807570284 0.002569744204879289 0.0014781002911158738 0.0033520013738777697 0.0024242074968549624 0.0041734720112536518 0.0017211447361235308 0.00052707517920375655 0.0038915280482106204 0.0034480559753802876 0.0034201215931413524 0.0010691725833440388 0.0030010918886826327 0.0029138239245880123 0.0034206485143986527 0.0031419129322125304 0.002663971030650645 0.00341007899693682 0.0034638374593376447 0.0038214425289376588 0.0037009430705232152 0.0031460360065229368
leaf_weight=53 55 60 60 53 90 52 74 77 52 58 63 56 178 97 64 195 54 529 54 54 52 95 61 52 54
leaf_count=53 55 60 60 53 90 52 74 77 52 58 63 56 178 97 64 195 54 529 54 54 52 95 61 52 54
internal_value=0 0.00316052 0.00246879 0.00263504 0.00333478 0.0028136 0.00252033 0.00287906 0.00337809 0.00126088 0.00108926 0.00341318 0.0035922 0.00334723 0.000800468 0.00318123 0.00342499 0.00337375 0.00346955 0.00292393 0.0030873 0.00362263 0.00354347 0.00393746 0.00336974
internal_weight=0 2102 423 363 1679 310 203 151 1589 240 185 1475 397 1078 127 344 734 583 293 114 247 151 239 104 107
internal_count=2342 2102 423 363 1679 310 203 151 1589 240 185 1475 397 1078 127 344 734 583 293 114 247 151 239 104 107
is_linear=0
shrinkage=0.00250084


Tree=2040
num_leaves=31
num_cat=0
split_feature=2 2 2 0 9 3 2 49 39 2 2 133 133 3 2 0 475 403 47 159 15 133 1213 15 15 15 2 15 3 15
split_gain=110.126 77.3559 31.8529 13.2568 10.7841 3.84892 3.47776 4.17163 3.08783 2.86387 5.04575 2.56849 2.34923 2.25501 2.08109 1.78828 1.7707 1.68239 1.6652 1.62314 2.13601 1.34364 1.04047 1.02691 0.717401 0.721996 0.701322 1.3125 0.567021 0.348724
threshold=0.13388500000000003 -0.0091949999999999983 0.099675000000000014 -0.13513499999999998 1.0000000180025095e-35 0.30112000000000005 0.11366500000000002 0.079765000000000016 0.088025000000000006 0.064660000000000009 0.087675000000000017 0.032620000000000003 0.024130000000000002 -0.062534999999999993 0.083645000000000011 -0.14910999999999999 -0.065099999999999977 -0.020649999999999998 0.091680000000000011 0.082200000000000009 0.086675000000000016 0.087035000000000015 -0.0086699999999999989 -0.026169999999999995 0.091230000000000019 0.088380000000000014 0.10406500000000002 -0.027009999999999996 -0.077354999999999993 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 15 -1 8 16 -8 -2 13 11 14 19 18 -11 -4 -5 -13 24 20 -12 -14 -16 -19 25 -3 -18 -28 -26 -23
right_child=5 2 3 6 -6 -7 7 -9 -10 10 12 17 21 -15 22 -17 26 23 -20 -21 -22 29 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.0011652564097024574 0.0024249760213743993 0.0042810719776580413 0.003058234546021422 0.0044431218179636399 0.0026801505724881507 0.0012033327978566565 0.0030087337605503917 0.0040072793827780383 0.0016059950678144533 0.0052212955190700603 0.0037167541000171765 0.0039312135604597986 0.0047506624515122288 0.0035928060422437185 0.0044422068275860333 0.0024264566010410191 0.0036102632378070408 0.0042379219294914556 0.0038549279652536684 0.0044273228664307258 0.004245545105630885 0.004460971551914085 0.0047913483605445065 0.0047018820685172033 0.0039468522549643455 0.0046682544834555761 0.0037027439887895109 0.0042855811000292237 0.0043410061784781937 0.0042215596558648656
leaf_weight=59 78 109 84 52 83 52 72 54 60 54 137 55 60 53 119 55 55 66 83 64 97 69 142 80 62 56 59 57 52 168
leaf_count=59 78 109 84 52 83 52 72 54 60 54 137 55 60 53 119 55 55 66 83 64 97 69 142 80 62 56 59 57 52 168
internal_value=0 0.00398238 0.00411855 0.00351623 0.00205093 0.00183231 0.00379803 0.00343691 0.00206911 0.00431115 0.00438323 0.00457977 0.00421273 0.00411812 0.00473334 0.00280846 0.00400194 0.00433895 0.00419495 0.00404168 0.00393608 0.00438426 0.00463227 0.00449234 0.004296 0.00441265 0.00386762 0.00398939 0.0041269 0.00429138
internal_weight=0 2156 2014 488 142 190 349 126 138 1526 1111 516 595 415 315 139 223 201 362 298 234 297 261 146 279 165 171 116 114 237
internal_count=2346 2156 2014 488 142 190 349 126 138 1526 1111 516 595 415 315 139 223 201 362 298 234 297 261 146 279 165 171 116 114 237
is_linear=0
shrinkage=0.00270699


Tree=2041
num_leaves=14
num_cat=0
split_feature=0 14 10 123 51 4 51 4 11 0 43 51 16
split_gain=5.15171 3.45202 2.54486 1.99237 1.36826 1.32519 1.2542 0.987256 1.39409 1.18427 0.970053 0.429324 0.376638
threshold=0.15036000000000002 0.076975000000000002 0.053330000000000009 0.10274500000000002 0.10614000000000001 0.0011850000000000003 0.0045000000000000014 0.40124500000000002 1.0000000180025095e-35 -0.10803999999999998 -1.0000000180025095e-35 0.14560000000000003 -0.082219999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 11 7 8 -1 -9 12 -6 -8
right_child=-2 -3 -4 -5 5 -7 10 9 -10 -11 -12 -13 -14
leaf_value=0.0016656615908051083 -0.0016467172208811389 0.0038611564943477265 -0.00069774698217638369 -0.00036633791028448716 0.0025502851818871254 0.0039122477204737204 0.0019950502071450224 0.001673685539356244 0.0033385143970505377 -0.00012009272812786707 -0.00015270746682857807 0.0012375885775374909 0.00075484562815462172
leaf_weight=1564 53 70 53 54 54 52 53 87 55 71 75 53 52
leaf_count=1564 53 70 53 54 54 52 53 87 55 71 75 53 52
internal_value=0 0.0016049 0.0015338 0.00158836 0.00163829 0.00255953 0.00156339 0.00164654 0.00172256 0.000866924 0.00074187 0.0019011 0.0013819
internal_weight=0 2293 2223 2170 2116 159 1957 1777 1619 158 180 107 105
internal_count=2346 2293 2223 2170 2116 159 1957 1777 1619 158 180 107 105
is_linear=0
shrinkage=0.0103142


Tree=2042
num_leaves=23
num_cat=0
split_feature=15 2 2 16 2 2 0 0 15 15 2 2 0 16 42 0 484 0 156 0 42 13
split_gain=128.536 64.5049 31.6424 22.3889 11.9882 11.6747 11.6721 6.67933 6.5583 5.27718 3.89873 4.3942 4.26599 2.52578 2.4404 1.91553 1.69402 1.40886 1.23692 1.16709 1.03999 0.609978
threshold=-0.25061999999999995 0.10859000000000001 -0.0091949999999999983 0.39524000000000009 0.13388500000000003 0.095935000000000006 -0.12324999999999998 -0.13010499999999997 -0.42759999999999992 -0.52461999999999986 0.064660000000000009 0.087675000000000017 -0.14989499999999997 0.0060650000000000009 0.093565000000000023 -0.087284999999999988 -0.029994999999999997 -0.11242999999999999 0.087045000000000011 0.056265000000000009 -0.056754999999999993 -0.017484999999999997
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=8 2 -2 4 6 10 -3 -7 9 -1 13 12 -12 15 19 -4 -13 -18 -14 20 -9 -17
right_child=1 3 5 -5 -6 7 -8 14 -10 -11 11 16 18 -15 -16 21 17 -19 -20 -21 -22 -23
leaf_value=0.00033914034814689481 0.0016337752161568726 0.001182644143776782 0.0029849399173042072 0.0031329082106515255 0.00080876076193670942 0.0019441793047073194 0.0026485195607381645 0.0030187681054515887 -9.9108157255456622e-05 0.0014781918475472956 0.0044447763438064062 0.0036930034997597907 0.0036759926478040239 0.00282792623221738 0.0025129270468351025 0.0033593906320693451 0.0028548083359581397 0.0033312766464039072 0.0032366766438956412 0.0028209095484391304 0.0035141145294123642 0.0036686127932924009
leaf_weight=53 88 73 87 94 100 53 96 56 60 75 54 87 405 101 55 139 56 344 57 52 81 80
leaf_count=53 88 73 87 94 100 53 96 56 60 75 54 87 405 101 55 139 56 344 57 52 81 80
internal_value=0 0.00303433 0.00324903 0.00197259 0.00156701 0.00333228 0.00201551 0.00283418 0.000653683 0.00100678 0.00343718 0.00352996 0.00370803 0.00320846 0.00302738 0.00333396 0.00334123 0.00326464 0.00362186 0.00317693 0.00331185 0.00347248
internal_weight=0 2158 1795 363 269 1707 169 297 188 128 1410 1003 516 407 244 306 487 400 462 189 137 219
internal_count=2346 2158 1795 363 269 1707 169 297 188 128 1410 1003 516 407 244 306 487 400 462 189 137 219
is_linear=0
shrinkage=0.00276112


Tree=2043
num_leaves=24
num_cat=0
split_feature=2 2 52 2 40 131 16 51 52 52 13 3 15 16 13 1209 156 2 51 3 42 4 15
split_gain=3.76548 1.92647 1.70955 1.34347 2.44296 1.43934 1.39355 2.39639 1.69093 2.93419 1.32583 1.40222 1.30246 1.25151 1.05844 1.26573 1.21872 0.918385 0.812399 1.56296 0.768977 0.760491 0.304002
threshold=0.13538500000000001 -0.0091949999999999983 -0.015319999999999999 0.095935000000000006 -1.0000000180025095e-35 0.079255000000000006 -0.067914999999999989 -1.0000000180025095e-35 -0.088204999999999992 0.10611000000000001 -0.0078949999999999975 -0.11327499999999999 -0.07879499999999999 0.053535000000000006 -0.011764999999999998 0.082105000000000011 0.085835000000000009 0.10859000000000001 -0.035439999999999992 -0.067094999999999988 0.082755000000000009 0.14871000000000004 -0.13662499999999997
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=1 2 -1 4 -3 6 12 17 -9 -10 14 -12 22 21 15 16 -6 -8 -13 -20 -19 -2 -5
right_child=13 3 -4 5 10 -7 7 8 9 -11 11 18 -14 -15 -16 -17 -18 20 19 -21 -22 -23 -24
leaf_value=-0.0012234905623772921 0.0017172475624792122 0.0046269105917413631 0.0014978296018993633 0.0020925682977617419 0.0015423808446977313 -0.00045719285122644229 0.0032215157341448494 0.0017909812095452231 -0.0026870631940008605 0.0012816493304819957 0.0042035459523207738 0.00098227104846875944 0.0033953977100504699 -0.0015797807245621531 0.00028280770371345805 0.0035105645473574314 0.0027977256776617362 0.00052173840047189046 0.0021039616872538976 0.0044369106562397558 0.0025074805920548915 -0.00018422176031586515 0.00080390233479597892
leaf_weight=55 54 54 87 56 702 54 67 56 57 52 66 59 99 53 66 64 135 62 220 52 53 71 52
leaf_count=55 54 54 87 56 702 54 67 56 57 52 66 59 99 53 66 64 135 62 220 52 53 71 52
internal_value=0 0.00180477 0.000442889 0.00190016 0.00210413 0.00142426 0.00160789 0.00113905 8.35037e-05 -0.000792549 0.00200416 0.00259286 0.00239318 -2.29031e-05 0.00176233 0.00187056 0.00174501 0.0020953 0.00227131 0.00255044 0.00143803 0.000636181 0.00147329
internal_weight=0 2168 142 2026 1418 608 554 347 165 109 1364 397 207 178 967 901 837 182 331 272 115 125 108
internal_count=2346 2168 142 2026 1418 608 554 347 165 109 1364 397 207 178 967 901 837 182 331 272 115 125 108
is_linear=0
shrinkage=0.0120847


Tree=2044
num_leaves=11
num_cat=0
split_feature=3 39 4 4 41 51 3 48 48 2
split_gain=3.02862 1.70571 1.25941 1.17918 1.54151 0.984891 0.937686 0.874451 1.49907 1.23492
threshold=0.32329500000000005 0.10076500000000001 -0.51381999999999983 -0.13833499999999996 1.0000000180025095e-35 -0.080414999999999986 -0.14162499999999997 -0.08341999999999998 -0.023659999999999997 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 -4 -7 -5 -9 -10
right_child=-2 -3 3 4 -6 6 -8 8 9 -11
leaf_value=0.0033711535585660554 -0.0011852841200393504 -9.9347549703113252e-05 0.0017442821697198545 0.0029922201793399052 0.0032712138573581214 0.00091476918137922681 -0.0012342165610824257 -0.00047037049499579838 -0.00010061403884579669 0.0015825405985476328
leaf_weight=53 65 98 66 56 75 63 56 57 66 1691
leaf_count=53 65 98 66 56 75 63 56 57 66 1691
internal_value=0 0.00145911 0.00152913 0.00148324 0.00157097 0.0005602 -9.54341e-05 0.00150271 0.00145665 0.00151924
internal_weight=0 2281 2183 2130 1945 185 119 1870 1814 1757
internal_count=2346 2281 2183 2130 1945 185 119 1870 1814 1757
is_linear=0
shrinkage=0.0120847


Tree=2045
num_leaves=19
num_cat=0
split_feature=2 2 2 16 2 16 150 12 12 133 2 16 12 16 51 133 130 16
split_gain=120.645 60.1336 33.2275 18.7686 18.7236 14.3593 10.2786 8.04812 4.87284 2.85955 2.71443 2.00098 1.67523 1.52735 1.48548 1.23823 1.19211 0.984071
threshold=0.11500500000000001 -1.0000000180025095e-35 0.15630500000000003 -0.38959499999999997 0.099675000000000014 -0.090789999999999996 0.081245000000000026 0.091545000000000015 0.08073000000000001 0.092120000000000021 0.092365000000000017 0.25032500000000008 0.095165000000000013 0.081265000000000018 0.0033150000000000007 0.047025000000000004 -0.018929999999999995 -0.18776499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 10 -1 8 -5 -6 12 11 13 -10 16 15 -12 -3 -18
right_child=2 4 -4 7 6 -7 -8 -9 9 -11 14 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0088782059921699626 0.0091049384442656155 0.012315005251050585 0.007987235567481819 0.010128414436406486 0.010860658149085933 0.010658837013088373 0.010022849977898807 0.011349602602449292 0.012291750743690068 0.011113475882578737 0.011285949554769803 0.011561297567921574 0.011610551201523458 0.012485187012493053 0.012049004792340265 0.011762312067132415 0.011597547451439868 0.01197639145229103
leaf_weight=65 84 87 69 88 97 89 55 92 55 56 101 95 73 55 59 92 66 946
leaf_count=65 84 87 69 88 97 89 55 92 55 56 101 95 73 55 59 92 66 946
internal_value=0 0.011633 0.00976423 0.0102286 0.0117776 0.00990747 0.0111632 0.0107527 0.0113863 0.0116632 0.0119151 0.0119709 0.0119035 0.0120046 0.0116388 0.0115132 0.0119805 0.0119517
internal_weight=0 1991 333 264 1837 154 336 180 281 184 1501 1249 128 1154 252 193 1099 1012
internal_count=2324 1991 333 264 1837 154 336 180 281 184 1501 1249 128 1154 252 193 1099 1012
is_linear=0
shrinkage=0.00287267


Tree=2046
num_leaves=12
num_cat=0
split_feature=4 39 13 2 41 2 2 11 2 12 52
split_gain=6.97929 3.07755 6.15539 1.47362 1.82144 1.87195 1.621 1.74689 1.68715 1.38227 0.892654
threshold=0.30163500000000004 0.084845000000000018 -0.042924999999999998 -0.023999999999999997 0.08110500000000001 0.14307 0.12293000000000001 1.0000000180025095e-35 0.10272000000000002 -0.082514999999999991 -0.059354999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 8 9 -5 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 10 -11 -12
leaf_value=0.0041531564995290916 -0.0041475755106688246 0.0018202914755142568 0.0009306541246617249 0.0042665936311661575 -0.00014092384526932512 9.7139429087365363e-05 0.0043229230071854859 0.0038561709060349835 0.00029280736273888121 0.0021964538169698274 0.0018266624478079124
leaf_weight=59 63 89 94 53 54 65 59 96 109 1449 134
leaf_count=59 63 89 94 53 54 65 59 96 109 1449 134
internal_value=0 -4.69162e-05 -0.00110625 0.00219214 0.00213477 0.00219738 0.00226916 0.00220326 0.00211225 0.00226959 0.00113919
internal_weight=0 246 157 2078 2019 1965 1900 1841 1745 1502 243
internal_count=2324 246 157 2078 2019 1965 1900 1841 1745 1502 243
is_linear=0
shrinkage=0.0125729


Tree=2047
num_leaves=23
num_cat=0
split_feature=4 1 1 3 2 3 3 0 2 15 0 4 3 51 12 13 15 1375 156 4 13 0
split_gain=103.994 27.7582 14.8939 13.2546 8.24892 6.04622 8.08987 4.57873 3.48441 3.21312 2.82246 1.99344 1.95016 1.6433 1.64011 2.53785 1.57063 1.24024 1.43699 1.04171 1.39902 0.583941
threshold=0.30163500000000004 0.10141500000000002 0.13075500000000004 -0.036004999999999988 0.092365000000000017 -0.0047649999999999993 0.149315 -0.14989499999999997 0.10322500000000003 -0.42759999999999992 0.053930000000000006 0.036620000000000007 -0.020014999999999995 0.0045000000000000014 -1.0000000180025095e-35 -0.08151499999999999 -0.41309499999999993 -0.029589999999999995 0.087380000000000013 -0.0072499999999999995 0.016935000000000002 -0.080474999999999977
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 4 16 8 7 -5 -7 -1 11 -4 14 -3 13 17 -6 -16 -2 -9 -19 20 -17 -21
right_child=2 3 9 5 10 6 -8 12 -10 -11 -12 -13 -14 -15 15 19 -18 18 -20 21 -22 -23
leaf_value=0.0035503894842559272 0.0016259379865171592 0.0031670855625882646 0.00043650799468221045 0.00066136706292771073 0.0021682021572113882 0.0025534076872624515 0.0010698894762367381 0.0032808922398269123 0.0019161555759365336 -0.00052950453471397793 0.0019671562743013389 0.0023984270228654173 0.0033426216228978132 0.0024950010598190873 0.0030267671187214568 0.0028038650619768503 0.0010411829372013845 0.002884498578884578 0.0024865928236395647 0.0021560983472315 0.0022743194886030433 0.0025109124083505631
leaf_weight=81 70 52 53 59 65 52 61 55 54 52 65 52 63 97 101 142 71 802 77 67 53 80
leaf_count=81 70 52 53 59 65 52 61 55 54 52 65 52 63 97 101 142 71 802 77 67 53 80
internal_value=0 0.00264411 0.000745406 0.00190936 0.0027828 0.00137861 0.00175283 0.00291542 0.00248695 -4.16175e-05 0.00251082 0.00278304 0.00286838 0.00283937 0.00258032 0.00264072 0.0013317 0.0028751 0.00284968 0.00252663 0.00266009 0.0023494
internal_weight=0 2078 246 330 1748 172 113 1175 158 105 573 104 1094 1031 508 443 141 934 879 342 195 147
internal_count=2324 2078 246 330 1748 172 113 1175 158 105 573 104 1094 1031 508 443 141 934 879 342 195 147
is_linear=0
shrinkage=0.00276112


Tree=2048
num_leaves=22
num_cat=0
split_feature=1 1 1 14 52 52 0 51 52 1 156 15 15 15 15 51 51 0 403 155 52
split_gain=119.807 22.845 11.0079 9.72631 8.90335 11.6484 8.06503 6.96629 2.91112 1.99753 1.96368 4.25096 1.49125 2.87838 1.99768 1.86976 1.83965 1.34307 0.656733 0.585385 0.322049
threshold=0.11695500000000002 0.09518500000000002 0.14641500000000005 0.062655000000000016 -0.092059999999999989 0.13066000000000003 0.040035000000000008 -0.039729999999999994 -0.018574999999999998 0.12835000000000002 0.088250000000000009 -0.036064999999999993 -0.04174499999999999 -0.077559999999999976 0.087720000000000006 -0.014214999999999998 -0.011859999999999997 -0.13740499999999997 -0.43469499999999994 0.10158500000000002 -0.15337499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 19 8 10 -2 -6 -9 12 -12 13 16 15 -14 -1 -10 -16 -3 -15
right_child=2 4 -4 -5 5 -7 -8 9 17 -11 11 -13 14 20 18 -17 -18 -19 -20 -21 -22
leaf_value=0.0034101880201780695 0.0020550919187595699 0.002675027740666077 3.0733309136680554e-06 0.0039479841888347186 0.0013418599902401324 0.0030021003269269926 0.0021681689133857549 0.0013549356254002065 0.0016276253371956464 0.0007574336136143701 0.0031154321425028095 0.0021455487769196794 0.0027986966378267114 0.0026306792523557235 0.0026661721970988221 0.0032414904315072441 0.002887470044930892 0.0021597267397064877 0.002954293469044386 0.003055840644366935 0.0023374781726799203
leaf_weight=54 55 60 61 62 86 61 97 61 53 101 61 62 80 52 65 360 319 84 380 54 56
leaf_count=54 55 60 61 62 86 61 97 61 53 101 61 62 80 52 65 360 319 84 380 54 56
internal_value=0 0.00280062 0.000980046 0.00293578 0.00224087 0.00199399 0.0028962 0.00125455 0.0017181 0.00098259 0.0029436 0.00262677 0.00297211 0.00285453 0.00303599 0.00316105 0.00296322 0.00195408 0.00291227 0.00285566 0.00247891
internal_weight=0 2046 278 1648 398 284 1586 217 223 162 1489 123 1366 481 885 440 373 137 445 114 108
internal_count=2324 2046 278 1648 398 284 1586 217 223 162 1489 123 1366 481 885 440 373 137 445 114 108
is_linear=0
shrinkage=0.00260187


Tree=2049
num_leaves=22
num_cat=0
split_feature=4 2 14 0 2 14 12 2 52 4 13 4 12 13 2 0 12 481 2 4 2
split_gain=110.638 25.8968 16.267 11.9232 10.9485 8.83421 7.12819 6.63152 6.49557 5.43482 3.94728 2.33929 4.10854 2.2964 2.12862 1.76669 2.58059 2.17118 1.63598 0.54578 0.280216
threshold=0.30163500000000004 0.10272000000000002 0.076175000000000007 -0.068669999999999995 0.14307 -0.41790499999999997 0.087495000000000003 0.13673000000000005 -0.099329999999999988 -0.17689999999999997 -0.0042049999999999995 0.0030100000000000001 0.089885000000000007 -0.07236999999999999 0.087675000000000017 -0.10417499999999999 0.083785000000000012 -0.08452999999999998 0.11123500000000001 -0.022999999999999996 0.085885000000000017
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 2 3 11 6 -2 10 13 -5 -10 -3 15 14 -7 -13 -1 -17 -18 -8 -20 -14
right_child=5 4 -4 8 -6 7 18 -9 9 -11 -12 12 20 -15 -16 16 17 -19 19 -21 -22
leaf_value=0.0027631541913837919 0.0020585086587782218 0.0018063554862172695 0.0043681768551231326 0.0031299466915672533 0.0015203438970710444 0.00084319971984749573 0.0026664030630184515 0.0002082543149971242 0.002805687739529232 0.0018061719471655136 0.0026039341974525409 0.0036052202064859257 0.0024532335624116107 0.0015159555641192203 0.0029765444951378147 0.0036298214556404898 0.0027186813720529788 0.0032291966658207134 0.0032843134543824905 0.0029324936740843816 0.0027167199323403944
leaf_weight=52 59 77 64 75 68 53 91 54 58 83 79 57 56 80 85 97 56 911 61 55 53
leaf_count=52 59 77 64 75 68 53 91 54 58 83 79 57 56 80 85 97 56 911 61 55 53
internal_value=0 0.00298824 0.00313111 0.00308108 0.0024422 0.00121441 0.00261482 0.000947942 0.00253445 0.00221751 0.00221043 0.00316743 0.00294801 0.00124807 0.00322909 0.00321676 0.0032389 0.00319966 0.00291945 0.00311773 0.0025816
internal_weight=0 2078 1647 1583 431 246 363 187 216 141 156 1367 251 133 142 1116 1064 967 207 116 109
internal_count=2324 2078 1647 1583 431 246 363 187 216 141 156 1367 251 133 142 1116 1064 967 207 116 109
is_linear=0
shrinkage=0.00250084


Tree=2050
num_leaves=27
num_cat=0
split_feature=1 3 123 2 2 1 0 1 0 10 0 2 481 39 156 3 51 15 3 43 0 0 0 43 484 1
split_gain=129.999 24.4427 17.0078 9.01022 8.46022 6.37385 3.69519 3.5284 5.07922 3.13505 2.9046 2.39783 2.13719 2.0312 1.94743 1.81093 1.76577 1.64297 2.70208 1.06102 1.03421 0.795266 1.11512 0.301352 0.200732 0.0814496
threshold=0.10752500000000002 -0.049204999999999992 0.081180000000000016 0.092365000000000017 0.114165 0.11654500000000001 -0.14582499999999995 0.085425000000000015 -0.10566999999999999 -1.0000000180025095e-35 -0.14666499999999996 0.12454500000000002 -0.059779999999999993 0.097050000000000011 0.08759500000000002 0.25468500000000005 0.088940000000000005 0.041820000000000003 -0.097224999999999992 -0.076834999999999987 -0.068669999999999995 -0.073574999999999988 -0.082784999999999984 -0.017259999999999998 -0.081684999999999994 0.091105000000000005
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 3 7 -2 -3 -5 10 -9 -7 -1 17 24 15 16 -11 -14 18 -8 -20 -19 22 25 -24 -12 -10
right_child=1 5 -4 6 -6 9 11 8 21 13 12 -13 14 -15 -16 -17 -18 20 19 -21 -22 -23 23 -25 -26 -27
leaf_value=0.011528457643063341 0.010427709796945312 0.0091955730143005836 0.009426640081609261 0.0097537819262323595 0.0090523816501170296 0.0077255302577718338 0.010033709888223118 0.0098016871119708335 0.010673850970523589 0.0090390890887564884 0.011086355610136637 0.0099183684054257957 0.010901982561824987 0.00803825601719017 0.010307117575268917 0.0083309162591293177 0.01037679327937715 0.010601167902680746 0.010778744544341978 0.010414275894826677 0.011097055140817 0.010424628932829567 0.010843377556287875 0.011132526954870908 0.011366661416308998 0.010476420805698536
leaf_weight=54 88 80 84 59 53 54 94 52 77 57 53 53 552 52 54 53 54 90 115 140 53 61 89 55 55 52
leaf_count=54 88 80 84 59 53 54 94 52 77 57 53 53 552 52 54 53 54 90 115 140 53 61 89 55 55 52
internal_value=0 0.00898208 0.0106204 0.0106757 0.00991095 0.00853951 0.0104045 0.0108113 0.0105952 0.0082964 0.0109127 0.0104748 0.0108694 0.00848651 0.0108104 0.00869814 0.0108552 0.0105347 0.010432 0.0105788 0.0107852 0.0107186 0.0107842 0.010954 0.0112294 0.0105945
internal_weight=0 437 1896 1812 141 296 604 1208 386 216 822 545 768 162 660 110 606 492 349 255 143 334 273 144 108 129
internal_count=2333 437 1896 1812 141 296 604 1208 386 216 822 545 768 162 660 110 606 492 349 255 143 334 273 144 108 129
is_linear=0
shrinkage=0.00270699


Tree=2051
num_leaves=22
num_cat=0
split_feature=1 1 150 16 14 0 124 47 1 160 13 4 0 4 13 0 13 16 133 160 0
split_gain=146.453 31.496 27.0385 9.51584 7.32841 6.2778 5.73899 5.36983 3.88777 3.14192 2.95461 2.92132 3.3333 2.45614 1.89275 1.66739 1.12229 1.10126 1.04211 0.945138 0.518451
threshold=0.12394500000000001 0.095695000000000016 0.083205000000000015 0.40052000000000004 0.062655000000000016 -0.07304999999999999 -0.063929999999999987 0.085505000000000012 0.10678500000000002 -0.060309999999999996 -0.10899499999999999 0.054560000000000004 -0.11208499999999998 0.0099250000000000015 -0.010419999999999997 -0.085669999999999982 0.0083850000000000018 -0.34140499999999996 0.11269500000000002 -0.089744999999999978 -0.052619999999999993
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 4 3 6 5 11 -3 10 -8 -7 -2 12 -1 -4 -10 19 -17 -13 20 -14 -11
right_child=7 2 13 -5 -6 9 8 -9 14 18 -12 17 15 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0024238588182184757 -7.7132566183964343e-05 0.0015293300841230178 0.0014509532778178692 0.0032020600194691347 0.0037617604905679594 0.0020696326880423497 0.0028292104332540966 0.0012389813882980039 0.0024439918346337627 0.0029341464191927819 0.00062316853512241253 0.0028177066615546484 0.0033615383776738209 0.00071632987341659559 0.0017864114659715666 0.0029838045600732994 0.0026854339181099141 0.0023674642648796335 0.0024112365438054709 0.0030786322343723058 0.0026576161840534923
leaf_weight=62 60 53 62 92 60 67 94 60 59 81 101 73 97 53 52 532 95 66 66 350 98
leaf_count=62 60 53 62 92 60 67 94 60 59 81 101 73 97 53 52 532 95 66 66 350 98
internal_value=0 0.00274007 0.00216508 0.00251082 0.00290239 0.00286988 0.00226422 0.000600231 0.00245409 0.00255128 0.000362021 0.00294782 0.00298986 0.00111262 0.00213618 0.00302251 0.00293864 0.00260411 0.00268289 0.00314008 0.0027829
internal_weight=0 2112 465 350 1647 1587 258 221 205 312 161 1275 1136 115 111 1074 627 139 245 447 179
internal_count=2333 2112 465 350 1647 1587 258 221 205 312 161 1275 1136 115 111 1074 627 139 245 447 179
is_linear=0
shrinkage=0.00250084


Tree=2052
num_leaves=14
num_cat=0
split_feature=2 14 2 39 457 2 151 42 456 484 43 42 13
split_gain=3.63811 1.82448 1.57826 1.72566 1.03653 1.07914 0.957385 1.61278 1.38433 0.948548 0.870839 0.830644 0.852972
threshold=0.13631000000000001 0.019675000000000002 -1.0000000180025095e-35 0.087880000000000014 0.083415000000000017 0.089540000000000022 -0.085489999999999997 0.083955000000000016 0.041000000000000002 0.12438500000000001 -0.27945499999999995 0.095935000000000006 -0.11122999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -4 9 10 -8 12 -2
right_child=11 -3 4 -5 5 -7 8 -9 -10 -11 -12 -13 -14
leaf_value=0.0026260592540845009 0.0015883789626640154 0.0044748964521176497 0.0050524579971962091 7.4789846561567678e-05 0.0032313186328731943 0.0012746982824092547 0.0016650417846637683 0.0024738270585883322 0.0011922300691889647 0.00432224509944199 0.0029355543588941951 0.0022025352593427771 -0.00033792391184153474
leaf_weight=82 55 80 65 52 53 94 68 53 57 57 1499 63 55
leaf_count=82 55 80 65 52 53 94 68 53 57 57 1499 63 55
internal_value=0 0.00285043 0.0027879 0.00163689 0.00286709 0.00198094 0.00293944 0.00389525 0.00287228 0.00293117 0.0028805 0.00119962 0.000624165
internal_weight=0 2160 2080 134 1946 147 1799 118 1681 1624 1567 173 110
internal_count=2333 2160 2080 134 1946 147 1799 118 1681 1624 1567 173 110
is_linear=0
shrinkage=0.0109455


Tree=2053
num_leaves=18
num_cat=0
split_feature=1 0 147 2 0 1 2 4 1 0 12 133 40 130 0 133 159
split_gain=4.14633 1.7286 1.68348 2.62786 2.01691 1.32411 2.21559 4.37799 3.04226 2.09831 2.03058 1.37679 1.23216 1.18893 1.21732 0.972686 0.896939
threshold=0.12450500000000002 -0.10490499999999998 0.089365000000000014 -0.033169999999999991 -0.18901999999999997 0.077565000000000009 1.0000000180025095e-35 -0.17689999999999997 0.11282000000000002 -0.11692999999999999 0.087215000000000015 0.0061750000000000008 -0.041534999999999996 -0.074144999999999989 0.043875000000000004 0.40438500000000005 -0.021869999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 9 11 10 -9 -6 -8 16 -3 -11 -15 -13 -7
right_child=1 12 -4 4 5 6 7 8 -10 13 -12 15 -14 14 -16 -17 -18
leaf_value=0.005556255623001962 0.0026931679315737385 0.0016175242174059174 0.00090972269983442149 0.0046418332776268301 0.0053850994361324617 0.0020859873361372449 0.00525579757827686 -0.00069772671590135791 0.0027765441123740646 0.0046302603642644283 0.0017853584027268858 0.00049256120253466425 -0.00069803676708361199 0.0028287457396587654 0.00090554393627440292 0.0028609553907977588 0.0037068426896065274
leaf_weight=55 63 60 74 87 53 72 52 138 56 55 55 56 92 1035 55 54 221
leaf_count=55 63 60 74 87 53 72 52 138 56 55 55 56 92 1035 55 54 221
internal_value=0 0.000941868 0.00277534 0.00284282 0.00276772 0.00268192 0.00224836 0.00143133 0.000304464 0.00293659 0.00347318 0.00285827 0.000215117 0.00282313 0.00273183 0.00165645 0.003309
internal_weight=0 215 2118 2044 1989 1902 704 301 194 1198 107 403 152 1145 1090 110 293
internal_count=2333 215 2118 2044 1989 1902 704 301 194 1198 107 403 152 1145 1090 110 293
is_linear=0
shrinkage=0.0125729


Tree=2054
num_leaves=20
num_cat=0
split_feature=1 3 123 2 14 0 12 1 43 1 0 3 475 16 52 52 16 159 51
split_gain=68.1332 12.2285 9.95996 5.1149 8.66709 3.66271 4.75135 3.59963 3.57596 4.1137 2.29307 2.2224 2.21483 2.80285 5.06983 4.02565 2.01989 1.77181 1.09255
threshold=0.10915500000000002 -0.049204999999999992 1.0000000180025095e-35 0.099675000000000014 0.054835000000000009 -0.11208499999999998 0.087675000000000017 0.12205500000000001 -0.081164999999999987 0.12450500000000002 -0.066044999999999979 0.12991000000000003 -0.074304999999999982 -0.011989999999999999 0.033770000000000008 -0.41304999999999997 0.21684500000000004 0.088800000000000004 -0.085574999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 -1 10 -2 -3 -10 18 -11 -5 14 -14 -15 17 -8 -7
right_child=1 8 -4 12 -6 6 16 -9 9 11 -12 -13 13 15 -16 -17 -18 -19 -20
leaf_value=0.0019659321499752068 0.0022130555062008046 0.00039606418930142643 0.0015786097218273604 0.0026187576646897713 0.0034118005827270641 0.0029156734239872005 0.0024029989972937371 0.0013877023073690391 0.0015354999072550563 0.00044597539817323346 0.0031212274914301941 0.0010811681272052006 0.00179216468377686 0.0023038290948260822 0.0026523922638980466 0.0015191584545336443 0.0018599023547135386 0.0019445385582309547 0.0025404970699842481
leaf_weight=97 78 53 94 52 56 53 606 54 84 52 52 92 71 67 99 96 52 56 469
leaf_count=97 78 53 94 52 56 53 606 54 84 52 52 92 71 67 99 96 52 56 469
internal_value=0 0.00125985 0.00235773 0.00239782 0.00246502 0.00242672 0.0024614 0.00187561 0.000970499 0.00110391 0.00262784 0.000851975 0.00214625 0.00207239 0.00229327 0.00184185 0.00232756 0.00236426 0.00257864
internal_weight=0 413 1920 1826 1441 1385 1288 132 281 228 574 144 385 333 170 163 714 662 522
internal_count=2333 413 1920 1826 1441 1385 1288 132 281 228 574 144 385 333 170 163 714 662 522
is_linear=0
shrinkage=0.0024518


Tree=2055
num_leaves=27
num_cat=0
split_feature=3 10 3 12 15 150 12 48 12 3 3 3 15 15 11 42 15 42 481 159 52 42 15 3 3 42
split_gain=68.4561 25.3218 17.5406 16.7146 14.7752 7.20185 6.92004 4.71978 3.56078 3.09477 3.05116 4.39551 1.72912 3.00303 2.54116 1.59996 1.58013 1.33296 1.23313 1.05111 2.23162 0.687137 0.662048 0.471378 0.459933 0.434
threshold=-0.058704999999999993 -1.0000000180025095e-35 0.20828500000000003 0.077755000000000005 -0.37478999999999996 0.087675000000000017 0.1072 0.092475000000000016 0.086160000000000014 -0.10468499999999999 -0.015259999999999998 0.085315000000000016 -0.035449999999999988 -0.075694999999999985 1.0000000180025095e-35 -1.0000000180025095e-35 0.090725000000000014 0.11424500000000001 -0.059779999999999993 -1.0000000180025095e-35 -0.046924999999999988 0.088950000000000015 -0.064464999999999981 -0.086709999999999982 -0.090854999999999977 0.084835000000000008
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=3 -2 4 -1 -3 7 8 10 9 -5 -6 -12 13 19 16 -8 21 -18 -11 -10 -21 -14 -15 24 -20 -25
right_child=1 2 -4 6 5 -7 15 -9 12 18 11 -13 14 22 -16 -17 17 -19 23 20 -22 -23 -24 25 -26 -27
leaf_value=0.0023747349956268374 0.0015996871357372212 0.00220841755724686 0.0020376156086628302 0.0048739990199975968 0.003331254813800168 0.0027059067237835323 0.0037030977868741681 0.0030781744446458439 0.0042663578536254135 0.0044434196809610919 0.0044162873263701935 0.0035996182052086853 0.0040092966989424316 0.0031971429670048681 0.0045214271047099523 0.003110030625633592 0.0038990086664057702 0.0034091259643131136 0.0041041916765318341 0.0041513813612777542 0.0035566850141642362 0.004282005617210957 0.0036154465066162008 0.0043014600927356837 0.0037353025022112446 0.0040061424811615922
leaf_weight=52 100 77 98 52 63 68 65 75 64 85 107 96 288 55 70 77 218 54 53 97 98 99 66 82 57 81
leaf_count=52 100 77 98 52 63 68 65 75 64 85 107 96 288 55 70 77 218 54 53 97 98 99 66 82 57 81
internal_value=0 0.00288414 0.00310403 0.00391763 0.003319 0.00352801 0.00396592 0.00369187 0.00402051 0.00424131 0.00386479 0.00403022 0.00393885 0.00378649 0.00401823 0.00338171 0.00396474 0.00380186 0.00414933 0.003955 0.00385266 0.00407914 0.00342555 0.00405766 0.00391331 0.00415489
internal_weight=0 684 584 1713 486 409 1661 341 1519 410 266 203 1109 380 729 142 659 272 358 259 195 387 121 273 110 163
internal_count=2397 684 584 1713 486 409 1661 341 1519 410 266 203 1109 380 729 142 659 272 358 259 195 387 121 273 110 163
is_linear=0
shrinkage=0.00276112


Tree=2056
num_leaves=16
num_cat=0
split_feature=1 41 13 3 160 49 40 156 0 49 16 15 150 40 4
split_gain=3.67393 1.90237 2.19479 1.69744 1.63988 1.87175 1.8464 1.43299 2.17447 2.20325 1.19824 1.83966 1.43463 0.839897 0.795182
threshold=0.11481500000000001 0.083975000000000008 -0.10099999999999999 -0.07908999999999998 -0.54119499999999987 -0.14715999999999999 -0.082239999999999994 0.087720000000000006 -0.023359999999999995 -0.015064999999999999 0.0048200000000000005 -0.075694999999999985 -1.0000000180025095e-35 -0.045684999999999996 0.41555500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 8 9 -2 12 -12 -8 -11 -15
right_child=7 -3 4 -5 5 6 10 -9 -10 13 11 -13 -14 14 -16
leaf_value=0.0055206190519571522 -0.00073862410533019163 0.00032303410785676826 0.0043571062934189345 0.0027284292409094791 0.00026937156196915672 0.0045216064900456638 0.00067697688360142871 0.0029089457880063082 -0.0011612182784228565 0.00072724827903266633 0.0033332992315787046 0.0014533760607930201 0.0025933540511374731 0.0016732960975989171 0.0034860849535010719
leaf_weight=53 52 54 54 61 55 52 53 52 56 55 84 347 1238 78 53
leaf_count=53 52 54 54 61 55 52 53 52 56 55 84 347 1238 78 53
internal_value=0 0.00243469 0.00249173 0.00402762 0.00239868 0.0023408 0.00240495 0.0011654 0.000856604 0.0013319 0.00234096 0.00182005 0.00251477 0.00191141 0.00240764
internal_weight=0 2051 1997 114 1883 1829 1774 346 294 238 1722 431 1291 186 131
internal_count=2397 2051 1997 114 1883 1829 1774 346 294 238 1722 431 1291 186 131
is_linear=0
shrinkage=0.0113877


Tree=2057
num_leaves=21
num_cat=0
split_feature=2 15 0 0 3 2 3 13 3 1429 13 15 49 0 2 0 3 42 16 15
split_gain=3.08996 1.13439 1.1385 1.04747 1.23664 1.06768 3.82775 3.10946 2.60767 1.60903 2.91535 1.73209 1.54132 0.898246 0.781876 0.71829 1.29731 0.944091 0.371104 0.336585
threshold=0.13538500000000001 -0.04174499999999999 -0.061994999999999995 -0.17785499999999996 0.095555000000000015 0.097070000000000004 -0.10468499999999999 0.06301000000000001 0.081640000000000004 1.0000000180025095e-35 0.031740000000000011 -0.040804999999999994 -0.084604999999999986 0.024745000000000003 0.10904500000000002 -0.071844999999999978 -0.046989999999999997 0.094095000000000012 0.024125000000000004 -0.075694999999999985
decision_type=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 4 -1 6 7 -5 12 10 11 14 -8 -12 -7 16 -14 -17 -13 -16
right_child=1 -3 -4 5 -6 9 8 -9 -10 -11 13 18 15 -15 19 17 -18 -19 -20 -21
leaf_value=0.0041146109816662321 0.0020148799148116954 -0.00090912898508635118 -0.00011403969465283301 0.0053653796526450274 0.0019269661481797246 0.00033475865242549188 0.00031249833717098501 0.0022554772605752563 -0.00042093195454487764 0.003333055785814647 0.00064613221114206011 0.0022871306602515566 0.0020620574631471161 -0.0014495581923319157 0.0022701071385080088 0.00036473395887934789 0.003543581724820812 0.0022119765212600903 0.0035197149919999667 0.001039187585222592
leaf_weight=64 71 55 60 78 71 94 68 90 61 54 53 84 1044 53 66 70 83 74 52 52
leaf_count=64 71 55 60 78 71 94 68 90 61 54 53 84 1044 53 66 70 83 74 52 52
internal_value=0 0.000462198 0.00103887 0.00199132 0.00296497 0.00192794 0.00207513 0.00370008 0.00188004 0.0014734 0.00125194 0.00175564 0.00198496 -0.000400566 0.0011112 0.00207434 0.00217127 0.00131486 0.00275931 0.0017287
internal_weight=0 186 131 2211 135 2076 1568 168 1400 508 454 348 1339 106 212 1271 1127 144 136 118
internal_count=2397 186 131 2211 135 2076 1568 168 1400 508 454 348 1339 106 212 1271 1127 144 136 118
is_linear=0
shrinkage=0.0113877


Tree=2058
num_leaves=19
num_cat=0
split_feature=1 1 12 124 12 11 13 52 12 1 3 12 3 49 1 13 3 1
split_gain=129.368 24.5296 10.5052 7.30795 5.96653 5.63057 4.66832 4.04154 3.92176 2.91354 2.50628 2.60862 2.14357 2.04124 1.70308 1.48396 1.47028 0.91509
threshold=0.10439500000000002 0.13075500000000004 0.085090000000000013 -0.076779999999999987 0.11930500000000001 1.0000000180025095e-35 -0.052454999999999995 -0.088204999999999992 -0.081314999999999985 0.11670500000000002 -0.12077499999999998 0.089885000000000007 0.094285000000000008 0.096010000000000012 0.085595000000000018 -0.00016499999999999997 -0.091649999999999995 0.10962000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 5 10 8 -4 -3 17 -5 12 15 16 -7 -12 -13 -2
right_child=1 6 7 4 -6 14 -8 -9 -10 -11 11 13 -14 -15 -16 -17 -18 -19
leaf_value=0.001398606080202055 0.00084954073588741619 0.00023725016441970007 0.0021567304187506964 0.0016212572327634375 0.0013533195106224681 0.0029115911673421582 0.00051167267402746819 0.0013216640727684715 -0.0006472030790812826 0.00047415182775291425 0.0021728761081963787 0.0023174140792654582 0.0017978412172409788 0.0016862888553209807 0.0023324522978993099 0.0024465163797586609 0.0019884111474316258 0.0012520522355277887
leaf_weight=84 63 53 53 60 56 56 87 75 54 79 755 89 73 102 54 125 420 59
leaf_count=84 63 53 53 60 56 56 87 75 54 79 755 89 73 102 54 125 420 59
internal_value=0 0.000765862 0.00115009 0.0020655 0.00209679 0.00212078 0.000114128 0.00166763 -0.000208879 0.000820395 0.00208644 0.00210427 0.00218009 0.00198598 0.00262751 0.00221177 0.00204599 0.0010444
internal_weight=0 523 329 1874 1790 1734 194 128 107 201 1624 1564 953 611 110 880 509 122
internal_count=2397 523 329 1874 1790 1734 194 128 107 201 1624 1564 953 611 110 880 509 122
is_linear=0
shrinkage=0.00231039


Tree=2059
num_leaves=13
num_cat=0
split_feature=3 4 0 42 1452 3 3 151 3 16 0 0
split_gain=2.25428 1.41229 2.08526 0.935702 0.89816 0.88208 2.06123 1.14907 1.0287 1.39802 0.71425 0.374296
threshold=0.31370500000000007 0.30163500000000004 -0.23046999999999998 0.086700000000000013 0.091750000000000012 -0.13088999999999998 -0.24154499999999998 0.009020000000000002 0.11535000000000002 0.24579500000000001 -0.075624999999999984 -0.081344999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 6 -4 8 9 -7 -3 -8
right_child=-2 3 4 -5 -6 7 11 -9 -10 -11 -12 -13
leaf_value=0.0038241180357730204 -0.00010059521216594898 0.0022652624956973864 0.00069218411111646486 -2.4886995101962994e-05 0.00031118834119003125 0.0017576044510081981 0.0037474458088331787 0.00038172110995013224 0.0030983982393170948 0.00080876207347783014 0.00053847542399545708 0.0025558782128084177
leaf_weight=53 89 58 55 91 55 1476 66 81 58 204 53 58
leaf_count=53 89 58 55 91 55 1476 66 81 58 204 53 58
internal_value=0 0.00163863 0.00172089 0.000780494 0.00166654 0.00170379 0.00242386 0.00163287 0.00169111 0.00164246 0.00144179 0.00319102
internal_weight=0 2308 2106 202 2053 1998 179 1819 1738 1680 111 124
internal_count=2397 2308 2106 202 2053 1998 179 1819 1738 1680 111 124
is_linear=0
shrinkage=0.0107308


Tree=2060
num_leaves=16
num_cat=0
split_feature=12 13 12 12 484 150 1375 160 4 1428 484 484 456 150 4
split_gain=2.12038 2.77537 3.1778 1.94957 1.92708 1.92008 1.58395 1.45807 1.58027 1.15524 1.12529 1.20135 0.821747 1.16042 1.85129
threshold=0.083370000000000014 0.078685000000000019 -0.10853999999999998 -0.090699999999999989 -0.070034999999999986 0.098740000000000008 -0.07273499999999998 0.0039250000000000005 0.42953500000000006 0.08653000000000001 0.110365 0.085640000000000008 1.0000000180025095e-35 0.079825000000000021 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -2 8 -6 10 11 12 13 14 -8
right_child=6 -3 3 4 5 -7 9 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0034079442736404055 0.0035032761292089899 -0.0013856642744406874 -0.00091065757572839111 -0.00096753132696221196 0.00022439867825111283 0.0030930149945722239 0.0016118212120637052 0.002313599322363559 0.0022136623298493934 0.0031621164359012391 0.00010902518235425517 0.0031408541770385663 0.00042613830612105088 0.0030226248217961058 9.4736786806999987e-05
leaf_weight=66 53 62 71 52 238 64 1152 83 63 53 71 57 86 64 110
leaf_count=66 53 62 71 52 238 64 1152 83 63 53 71 57 86 64 110
internal_value=0 0.000868403 0.00108798 0.000819615 0.00106555 0.0013018 0.0016028 0.00100296 0.000641152 0.00153949 0.00148357 0.00154993 0.00148562 0.00155424 0.00147968
internal_weight=0 699 637 571 500 448 1646 384 301 1593 1540 1469 1412 1326 1262
internal_count=2345 699 637 571 500 448 1646 384 301 1593 1540 1469 1412 1326 1262
is_linear=0
shrinkage=0.0111644


Tree=2061
num_leaves=28
num_cat=0
split_feature=12 2 2 2 2 12 12 16 2 16 155 16 42 2 16 12 2 156 16 42 2 16 16 16 16 2 42
split_gain=68.6441 14.6652 12.6062 18.8709 8.13557 5.04263 4.0875 3.16929 3.00464 2.88794 2.58017 3.94497 2.02764 1.9086 1.70111 1.54073 1.31163 1.21618 1.86618 1.46823 1.15465 1.24154 2.25099 1.03334 0.977903 0.866685 0.371455
threshold=0.077755000000000005 0.13971500000000001 0.11626500000000002 0.064660000000000009 0.099450000000000024 -1.0000000180025095e-35 0.093270000000000006 -0.24900499999999998 0.14794000000000004 -0.016079999999999994 0.083165000000000003 -0.0011349999999999999 0.098175000000000012 0.088885000000000006 0.26538000000000006 -0.040564999999999997 0.095620000000000011 0.087205000000000019 -0.0090499999999999973 0.08648500000000002 0.090790000000000023 -0.054549999999999994 0.11346000000000002 -0.088629999999999987 -0.008069999999999999 0.10272000000000002 0.10909000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 24 9 -6 12 -8 15 -5 11 16 13 17 -13 -4 26 18 23 -20 -15 -22 -23 -2 -1 -18 -9
right_child=1 -3 8 4 5 -7 7 10 -10 -11 -12 14 -14 20 -16 -17 25 -19 19 -21 21 22 -24 -25 -26 -27 -28
leaf_value=0.001329180208854381 0.0033843188371545305 0.0016160550943413443 0.0020174786466758401 0.0028116507007415353 0.001632686500934902 0.0026774397935611111 0.002271810385606862 0.0033156472121896822 0.00093851830195126689 0.0036463117757359045 0.00348253786935957 0.00225277462083933 0.0037256253527621764 0.0027334939080274623 0.0028250400662272585 0.0014049601726891885 0.0025918988454758044 0.0029348477290299072 0.0037906761244260478 0.0032093829284604854 0.002842601388036371 0.0037080636909643172 0.0029382804583062581 0.0031226286321709082 0.0017942335550022964 0.0030999682708137181 0.0030321728370920945
leaf_weight=102 182 52 54 68 60 86 53 136 67 60 69 75 55 94 86 76 52 83 90 54 81 54 64 334 53 53 52
leaf_count=102 182 52 54 68 60 86 53 136 67 60 69 75 55 94 86 76 52 83 90 54 81 54 64 334 53 53 52
internal_value=0 0.00306121 0.00199313 0.00225876 0.00269445 0.00224829 0.00310627 0.00291753 0.00141452 0.00320313 0.00298291 0.00290691 0.00320589 0.00317827 0.00255864 0.00165962 0.00309818 0.00325314 0.00329312 0.0035729 0.0029883 0.00310852 0.0032908 0.00321499 0.00148839 0.00284863 0.0032374
internal_weight=0 1719 626 429 274 146 1667 576 197 128 523 454 1091 1036 161 130 293 743 660 144 293 199 118 516 155 105 188
internal_count=2345 1719 626 429 274 146 1667 576 197 128 523 454 1091 1036 161 130 293 743 660 144 293 199 118 516 155 105 188
is_linear=0
shrinkage=0.00276112


Tree=2062
num_leaves=16
num_cat=0
split_feature=14 1 4 157 376 4 50 11 150 160 150 1204 1447 1375 1210
split_gain=2.80414 1.62936 2.71654 2.29857 1.48947 1.65489 1.3058 1.22798 1.21805 1.82741 0.997577 0.823794 0.581613 0.593655 0.53003
threshold=-0.23083499999999998 0.077565000000000009 -0.21586499999999997 -0.06588999999999999 0.084145000000000011 -0.087184999999999985 0.12070000000000002 0.080150000000000013 -0.050224999999999992 0.087570000000000023 0.079825000000000021 -0.082759999999999986 -0.086059999999999984 0.081540000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 7 -4 5 -5 10 -3 -7 -10 11 -2 -13 14 -14
right_child=1 2 3 4 -6 8 -8 -9 9 -11 -12 12 13 -15 -16
leaf_value=0.0031388585113517145 0.002699557085800284 0.0014977768719445089 -0.0010519149114025757 -0.00077335826720730091 -0.00077119869739803826 -0.00045216329985273151 -0.00018897077736771442 0.0036468778658033793 0.0010750269208868533 0.0030584075019972337 0.0026936184551390285 0.0024465504355032385 0.0019208374614912312 0.0024323057319367942 0.0011554996529544478
leaf_weight=94 61 83 85 59 63 53 54 52 551 62 85 59 126 55 803
leaf_count=94 61 83 85 59 63 53 54 52 551 62 85 59 126 55 803
internal_value=0 0.00120845 0.000881157 0.000657525 0.000842067 0.000982416 0.00147378 0.00232644 0.00113813 0.00127582 0.00154939 0.00146119 0.00138865 0.0013251 0.00125943
internal_weight=0 2251 1008 873 788 725 1243 135 666 613 1189 1104 1043 984 929
internal_count=2345 2251 1008 873 788 725 1243 135 666 613 1189 1104 1043 984 929
is_linear=0
shrinkage=0.0109455


Tree=2063
num_leaves=21
num_cat=0
split_feature=4 123 13 13 150 16 4 15 16 13 155 4 13 13 16 16 49 15 1454 1447
split_gain=78.2575 31.8239 11.8802 6.5621 8.20663 4.32557 4.09781 3.80993 3.80814 3.56417 3.38395 2.37238 2.75423 2.13182 1.02197 0.940709 0.916339 0.882574 0.840718 0.760041
threshold=0.30163500000000004 1.0000000180025095e-35 -0.16392499999999996 -0.077849999999999989 0.083435000000000023 -0.54057999999999995 0.04105000000000001 -0.054259999999999996 -0.081354999999999983 -1.0000000180025095e-35 0.082230000000000011 0.043850000000000007 -0.09219999999999999 -0.0095949999999999976 -0.097499999999999989 -0.41863499999999992 0.091325000000000003 0.084610000000000005 0.074020000000000016 -0.085644999999999985
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 2 -1 11 6 -2 8 16 14 15 -10 12 17 -3 -5 -7 -8 -4 19 -14
right_child=5 13 3 4 -6 9 7 -9 10 -11 -12 -13 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0020996762029830938 0.0021078206927957772 0.0020329728061502061 0.0036651715233341885 0.0038728738871793515 0.0021294992246410327 0.00068907899870217183 0.0033380902057788351 0.0021357390903833733 0.0030396232002014786 0.0017253248841182741 0.0035919746558462206 0.003012286370120968 0.0038110891028830295 0.0012780589624176593 0.0034436590877130057 0.0011945318079343637 0.0028599354578384213 0.0041843247407440604 0.0030907546701939058 0.0034352910612731277
leaf_weight=78 57 75 53 60 66 69 54 53 543 70 111 84 52 53 216 55 91 59 53 393
leaf_count=78 57 75 53 60 66 69 54 53 543 70 111 84 52 53 216 55 91 59 53 393
internal_value=0 0.00310906 0.00319944 0.00324486 0.00311549 0.00141138 0.00317315 0.0027968 0.00325325 0.0012066 0.00313342 0.00346739 0.00353001 0.00172063 0.00353708 0.000913519 0.00303822 0.00393893 0.00343799 0.00347927
internal_weight=0 2094 1966 1888 1194 251 1128 198 930 194 654 694 610 128 276 124 145 112 498 445
internal_count=2345 2094 1966 1888 1194 251 1128 198 930 194 654 694 610 128 276 124 145 112 498 445
is_linear=0
shrinkage=0.00287267


Tree=2064
num_leaves=21
num_cat=0
split_feature=14 3 156 49 4 4 49 3 52 52 2 3 52 39 4 158 1456 4 159 49
split_gain=1.7842 2.43415 1.65215 1.08491 2.11593 5.48383 1.08224 1.42922 2.02052 3.28351 1.85507 1.01028 0.991466 1.24306 1.83143 0.970236 0.759393 0.97547 1.12727 0.424531
threshold=-0.23083499999999998 -0.026769999999999999 0.088250000000000009 -0.085949999999999985 -0.0047649999999999993 -0.15805499999999997 -0.13878999999999997 -0.096099999999999977 -0.14715499999999998 -0.054974999999999989 0.08542000000000001 -0.15078499999999997 0.024560000000000002 0.091400000000000009 0.26450500000000005 0.11186000000000001 -0.089834999999999984 0.0034000000000000007 0.0055900000000000004 0.10717500000000001
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 6 3 -3 5 -5 -2 8 -8 -10 -11 -12 13 14 -6 16 -9 18 -18 -19
right_child=1 2 -4 4 12 -7 7 15 9 10 11 -13 -14 -15 -16 -17 17 19 -20 -21
leaf_value=0.002990771678578477 0.003207563366542804 0.0018478078949007957 0.0024564751366944666 0.0016121869314561271 0.0015950413901243236 -0.0035620649455738425 0.0022511728191058288 0.0002858220021245916 -0.0024884165575425722 0.0023939883347830356 -0.0012543291353376525 0.00098214297925423269 -0.00081098517032895891 0.0026216378790744608 -0.00099114266626258761 0.0031883389092142449 0.0016594323184981219 0.00063910485296436357 0.0030267113252129183 0.0018470288210874085
leaf_weight=94 53 58 59 54 95 67 95 65 53 75 54 65 53 54 69 56 893 179 98 56
leaf_count=94 53 58 59 54 95 67 95 65 53 75 54 65 53 54 69 56 893 179 98 56
internal_value=0 0.0012903 0.000554735 0.000305109 7.65231e-05 -0.00125183 0.00150516 0.00145166 0.000753304 0.000176678 0.000905436 -3.16426e-05 0.000670101 0.00103077 0.000506165 0.00162888 0.00156113 0.00162864 0.00179477 0.0009275
internal_weight=0 2251 509 450 392 121 1742 1689 342 247 194 119 271 218 164 1347 1291 1226 991 235
internal_count=2345 2251 509 450 392 121 1742 1689 342 247 194 119 271 218 164 1347 1291 1226 991 235
is_linear=0
shrinkage=0.0120847


Tree=2065
num_leaves=20
num_cat=0
split_feature=4 2 13 2 124 4 13 15 2 51 0 0 15 133 51 4 51 0 15
split_gain=84.7458 29.0117 11.9139 10.9935 9.67467 4.51223 3.9476 3.50954 2.89748 2.51888 2.57874 2.47087 2.3827 2.35142 1.66641 1.44636 1.30749 1.11981 0.775563
threshold=0.30163500000000004 0.14234000000000005 -0.16392499999999996 0.12708000000000003 -0.043384999999999993 -0.078129999999999991 -0.078734999999999986 -0.47090499999999996 0.090715000000000004 0.090560000000000015 -0.085044999999999996 -0.078759999999999983 -0.097984999999999989 0.085650000000000018 -1.0000000180025095e-35 0.054560000000000004 -0.085574999999999984 -0.13892999999999997 0.086115000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 13 9 15 -2 12 10 18 -10 -8 -4 -12 16 -7 -9 -6
right_child=3 -3 4 -5 5 6 8 17 11 -11 14 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0017068399667026799 0.0020423697106073855 0.0010581965039560548 0.0024676456079809955 0.00029457949151042551 0.0034527324487245957 0.0034361077826393529 0.0033373312409094376 0.0014835752594645052 0.0022272882425148559 0.0035750336039241425 0.0032472466058191432 0.0026958488094033159 0.0027309307193575465 0.0016575191133522654 0.0028178173915543044 0.0026306413112558245 0.0029863965609425013 0.00091628717163353172 0.0030924857258260267
leaf_weight=71 58 74 55 90 107 58 63 53 156 72 88 194 239 55 338 76 372 54 84
leaf_count=71 58 74 55 90 107 58 63 53 156 72 88 194 239 55 338 76 372 54 84
internal_value=0 0.00275698 0.00281895 0.00107124 0.00285928 0.0029067 0.00280115 0.0014947 0.00265872 0.00308405 0.00302671 0.00248709 0.00285753 0.00206285 0.0029066 0.00298463 0.00304712 0.00119756 0.00329445
internal_weight=0 2102 2028 255 1957 1847 1158 165 652 689 617 350 302 110 426 506 430 107 191
internal_count=2357 2102 2028 255 1957 1847 1158 165 652 689 617 350 302 110 426 506 430 107 191
is_linear=0
shrinkage=0.00276112


Tree=2066
num_leaves=24
num_cat=0
split_feature=4 3 3 2 43 4 3 15 15 2 3 2 4 4 15 2 2 4 12 13 16 1212 2
split_gain=81.977 25.3631 12.3277 7.95855 7.14899 3.47395 3.49717 4.71037 3.22065 3.00968 3.5042 2.67096 3.8098 2.53568 3.27827 2.47166 2.08163 2.01593 1.95426 1.92779 1.55295 1.38653 1.34749
threshold=0.30163500000000004 0.30112000000000005 -0.073629999999999987 0.12708000000000003 -0.078139999999999973 0.053010000000000009 -0.14162499999999997 1.0000000180025095e-35 -0.47090499999999996 0.090115000000000015 -0.095469999999999985 0.093565000000000023 0.0047850000000000011 -0.0070549999999999996 -0.069404999999999981 0.10584500000000001 0.09772500000000002 -0.040969999999999993 0.083570000000000019 -0.0042049999999999995 -0.11777499999999998 0.089995000000000019 0.10731
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=1 2 5 8 15 6 7 -1 -2 18 -11 12 17 19 -15 -4 -12 -6 -8 -13 -7 -20 -10
right_child=3 -3 4 -5 11 20 9 -9 22 10 16 13 -14 14 -16 -17 -18 -19 21 -21 -22 -23 -24
leaf_value=0.0029947040150158691 0.0019587270564177047 0.00088894744274149414 0.0022133183550946045 0.00035042254095166175 0.0029048136272402641 0.0028139624128817602 0.0035813619193919293 0.004031259092458518 0.00079006167739708059 0.0020692466319745251 0.0026775067508677973 0.0023514344740481808 0.0033912671002167103 0.0025688004427907338 0.0016350595391312148 0.0014456466525849612 0.0033029256641204348 0.0021625703004990587 0.0030478914922915392 0.0030577729397932565 0.0022232442428029831 0.0026805781965019166 0.0014368159255188826
leaf_weight=88 58 58 92 90 70 82 52 62 53 59 150 59 79 72 55 56 63 54 714 71 68 98 54
leaf_count=88 58 58 92 90 70 82 52 62 53 59 150 59 79 72 55 56 63 54 714 71 68 98 54
internal_value=0 0.00276298 0.00281614 0.00103803 0.00247298 0.00296141 0.0030098 0.00342335 0.0014129 0.00295517 0.00269065 0.00264984 0.00289698 0.00245452 0.00216467 0.00192306 0.00286263 0.00258183 0.00303841 0.00273744 0.00254637 0.0030036 0.00111675
internal_weight=0 2102 2044 255 608 1436 1286 150 165 1136 272 460 203 257 127 148 213 124 864 130 150 812 107
internal_count=2357 2102 2044 255 608 1436 1286 150 165 1136 272 460 203 257 127 148 213 124 864 130 150 812 107
is_linear=0
shrinkage=0.00287267


Tree=2067
num_leaves=18
num_cat=0
split_feature=15 3 39 2 0 14 0 15 15 3 12 12 1446 2 15 3 39
split_gain=140.589 72.788 41.1773 19.6323 17.6516 11.1014 13.1355 10.5204 9.77212 7.24613 5.14995 4.97617 3.04374 1.81554 1.68889 0.524513 0.355431
threshold=-0.24269999999999997 0.30112000000000005 0.081875000000000017 0.10859000000000001 -0.076639999999999986 0.076175000000000007 -0.10946999999999998 -0.097269999999999981 -0.42443999999999993 -0.015259999999999998 0.092495000000000008 -1.0000000180025095e-35 0.037915000000000011 0.12131500000000002 -0.035449999999999988 -0.080049999999999996 0.089940000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -5 6 7 -2 11 -4 12 -1 -8 15 -12 -6 -11
right_child=1 -3 9 4 13 -7 10 -9 -10 16 14 -13 -14 -15 -16 -17 -18
leaf_value=0.00093085528425726895 0.0037231405898736311 0.00059982965203278743 0.0015665026659306327 0.00182505672214707 0.0036915695412338984 0.0046778498650098012 0.0037031368026351993 0.0022254570937506051 0.0001066344931970058 0.0024891295209421528 0.0032212728905444332 0.0019344085538660963 0.0041090387824583921 0.0029816780170712751 0.0035516678270132861 0.0033219290830295129 0.0028024984035831309
leaf_weight=73 52 64 71 78 58 66 863 82 57 52 170 62 148 72 285 52 52
leaf_count=73 52 64 71 78 58 66 863 82 57 52 170 62 148 72 285 52 52
internal_value=0 0.0033338 0.00341706 0.00352688 0.00286142 0.00363072 0.00358751 0.00280686 0.00101052 0.00220824 0.00365885 0.00139195 0.00376258 0.00330543 0.00342828 0.00351708 0.00264608
internal_weight=0 2165 2101 1926 260 1666 1600 134 192 175 1466 135 1011 182 455 110 104
internal_count=2357 2165 2101 1926 260 1666 1600 134 192 175 1466 135 1011 182 455 110 104
is_linear=0
shrinkage=0.00260187


Tree=2068
num_leaves=12
num_cat=0
split_feature=3 15 16 1443 16 0 15 0 52 2 0
split_gain=4.71396 2.28845 5.20623 1.8606 1.2743 1.5796 2.9793 1.93563 1.06696 1.32263 0.226871
threshold=0.31370500000000007 -0.24269999999999997 -0.43370499999999995 0.084655000000000022 -0.53299999999999992 -0.14216999999999999 -1.0000000180025095e-35 -0.11208499999999998 0.44892500000000007 0.092155000000000015 -0.077724999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 -7 9 -9 -10
right_child=-2 3 -4 -5 5 7 -8 8 10 -11 -12
leaf_value=0.0032740136254048656 -0.0011251474615044054 0.0001103126148990773 -0.0014829789208845696 0.004084189243598507 0.0017803130097395355 -5.9252273786838059e-06 0.0052571937713169793 0.0020327237172289981 0.0025056597530684313 0.0012868676075034314 0.0036398664907812367
leaf_weight=56 88 64 93 57 103 88 59 1099 58 540 52
leaf_count=56 88 64 93 57 103 88 59 1099 58 540 52
internal_value=0 0.00178165 0.000304001 0.00188545 0.00182463 0.00187945 0.0030474 0.00177638 0.00186613 0.00178707 0.00304303
internal_weight=0 2269 149 2120 2063 1999 162 1837 1749 1639 110
internal_count=2357 2269 149 2120 2063 1999 162 1837 1749 1639 110
is_linear=0
shrinkage=0.0123264


Tree=2069
num_leaves=33
num_cat=0
split_feature=1 1 10 1 12 3 159 1 1 47 3 0 43 13 0 0 13 0 0 15 12 15 131 1 43 15 12 43 3 15 133 133
split_gain=78.6506 11.6606 12.5936 10.8751 9.84692 7.70797 6.09624 6.06625 7.09796 5.79417 4.34341 3.67288 3.07478 2.58142 2.55735 2.43106 2.04299 2.00404 1.855 1.78434 1.63491 1.57308 1.31764 1.20141 1.38205 1.16029 1.05748 1.04412 0.851093 0.808706 0.765701 0.416724
threshold=0.10752500000000002 0.12007000000000002 -0.0069899999999999988 0.089710000000000026 0.085845000000000019 -0.0083149999999999977 0.081445000000000017 1.0000000180025095e-35 0.083250000000000005 0.085770000000000027 -0.077039999999999983 -0.094709999999999989 -0.073574999999999988 -0.0055049999999999986 -0.14454499999999995 -0.083554999999999977 0.066010000000000013 -0.066264999999999991 -0.11796999999999999 -0.064999999999999988 0.083885000000000015 -0.079109999999999986 0.089915000000000009 0.096950000000000022 -0.013199999999999998 0.046165000000000005 0.087965000000000015 -0.0074049999999999993 -0.081979999999999983 0.08425500000000001 0.10209000000000001 0.08517000000000001
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 6 -3 7 5 -5 18 10 -9 17 15 -10 -12 21 -7 19 27 -4 -2 26 -21 -14 23 24 -6 -23 31 30 -22 -13 -17 -1
right_child=1 2 9 4 22 14 -8 8 11 -11 12 29 13 -15 -16 16 -18 -19 -20 20 28 25 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0030943690543954738 0.0019639756842211508 -8.2377024262097459e-05 0.00075524880110642277 0.001048532260311435 0.0020497937774822798 0.0018376627449369809 0.0012983213601606798 0.0039040431297034939 0.0023163060773305289 0.0020300159206928891 0.0029728999147376305 0.0033801695256797984 0.0028626578644279162 0.001786680028729814 0.0026855703340814352 0.0029602823466392879 0.0022566808699609996 0.001411865669556988 0.0026150981372005219 0.0034801078477459356 0.0029092951713747591 0.0019942803071092753 0.0029883834222718662 0.0028099409491438854 0.0026514063487072521 0.002524578411092326 0.0024852789094930274 0.0025378232061760912 0.0032787513241081725 0.0029572983593656875 0.0025844162224618579 0.0027503618217349867
leaf_weight=53 61 53 71 60 53 52 66 76 53 70 69 65 54 52 53 179 68 66 69 64 204 52 70 79 61 75 69 98 61 72 53 56
leaf_count=53 61 53 71 60 53 52 66 76 53 70 69 65 54 52 53 179 68 66 69 64 204 52 70 79 61 75 69 98 61 72 53 56
internal_value=0 0.00147059 0.0010945 0.00272257 0.00234235 0.00182341 0.00196934 0.00283303 0.00320374 0.00139596 0.00275131 0.00292347 0.00246948 0.00232027 0.00226593 0.00284532 0.00268621 0.00107179 0.00230979 0.00297017 0.00308901 0.00247341 0.00266781 0.00255139 0.00237196 0.00230768 0.00275036 0.00277463 0.00299445 0.00315814 0.00287454 0.0029179
internal_weight=0 456 260 1901 428 165 196 1473 266 207 1207 190 302 233 105 905 398 137 130 507 329 181 263 193 114 127 178 330 265 137 232 109
internal_count=2357 456 260 1901 428 165 196 1473 266 207 1207 190 302 233 105 905 398 137 130 507 329 181 263 193 114 127 178 330 265 137 232 109
is_linear=0
shrinkage=0.00270699


Tree=2070
num_leaves=25
num_cat=0
split_feature=15 2 39 16 2 2 15 39 11 151 16 150 481 2 16 2 52 15 50 15 1212 160 16 402
split_gain=197.147 72.9335 42.6218 22.031 12.1829 11.715 10.0661 9.53497 9.51944 8.43822 6.37079 13.2081 3.81375 3.74458 3.6675 3.20754 4.61826 2.98219 2.6269 3.33847 0.923962 1.10266 0.907489 0.588148
threshold=-0.24269999999999997 0.11366500000000002 0.081875000000000017 0.40052000000000004 0.081460000000000019 0.14925000000000002 0.022565000000000005 0.089130000000000015 1.0000000180025095e-35 -0.0060399999999999994 -0.038799999999999994 0.088040000000000021 -1.0000000180025095e-35 0.12551500000000002 -0.070064999999999975 0.10222000000000002 -0.45478499999999994 0.091230000000000019 0.083640000000000006 -0.080944999999999989 -0.040879999999999993 -0.0056949999999999995 -0.082264999999999991 -0.20792499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 5 -4 9 10 13 17 -3 11 12 -2 -1 -14 18 -17 20 19 -12 -8 -22 -19 -24
right_child=1 3 4 -5 -6 -7 8 -9 -10 -11 15 -13 14 -15 -16 16 -18 22 -20 -21 21 -23 23 -25
leaf_value=0.0083105006593627798 0.010666407930157648 0.0080359299738856742 0.0081697525373063754 0.010094725525413821 0.0096643783314666956 0.007484931243096276 0.01086085121238832 0.0068132782588520508 0.011546158213198172 0.0092701092506432738 0.010705670403923482 0.0087984765731364354 0.010145185316634501 0.0074459492542263009 0.0094384496213524172 0.010446830007223976 0.0094631540399178222 0.0099793339894216956 0.010939869428451279 0.010216980821556575 0.010898862571051694 0.010500876795053396 0.010099515840459396 0.010411877149865315
leaf_weight=71 62 52 67 68 65 53 76 72 54 95 122 54 193 54 59 60 57 52 55 295 52 354 52 213
leaf_count=71 62 52 67 68 65 53 76 72 54 95 122 54 193 54 59 60 57 52 55 295 52 354 52 213
internal_value=0 0.0100868 0.0102524 0.00888713 0.00890594 0.00847641 0.0103506 0.00752658 0.0105451 0.00883371 0.0101772 0.00992229 0.0101155 0.00793722 0.00997982 0.0103363 0.00996783 0.0104774 0.0104276 0.01036 0.0106007 0.0105519 0.0102899 0.0103507
internal_weight=0 2210 1942 268 132 200 1810 197 853 147 957 368 314 125 252 589 117 799 472 417 482 406 317 265
internal_count=2407 2210 1942 268 132 200 1810 197 853 147 957 368 314 125 252 589 117 799 472 417 482 406 317 265
is_linear=0
shrinkage=0.0024518


Tree=2071
num_leaves=21
num_cat=0
split_feature=4 12 1 2 1 4 150 0 4 16 49 2 1 16 52 1212 51 2 160 12
split_gain=108.179 31.0806 20.8589 11.8702 8.73883 6.41931 4.89952 3.65987 3.47055 3.07035 2.44819 2.59982 3.31841 5.99473 3.00916 2.13178 1.73153 1.59717 1.14312 0.847479
threshold=0.30163500000000004 -0.011819999999999999 0.092655000000000015 0.13775000000000001 0.13075500000000004 0.00025000000000000006 0.087380000000000013 -0.13010499999999997 -0.014854999999999998 -0.42004999999999992 -0.11612499999999999 0.090050000000000005 0.089710000000000026 0.52822500000000006 0.40945500000000007 0.088215000000000016 -0.020999999999999994 0.11517500000000001 -0.080384999999999984 0.089885000000000007
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 2 -1 5 17 10 7 -7 -4 -6 -3 14 16 -14 15 -12 -13 -2 -9 -20
right_child=4 3 8 -5 9 6 -8 18 -10 -11 11 12 13 -15 -16 -17 -18 -19 19 -21
leaf_value=0.0024940178390019207 0.0013785316334425869 0.0030583083548522427 0.00038710325718644534 0.0013481839716176741 -0.00019934491697540089 0.0028529363116175125 0.0015189222384407383 0.0024552553530185284 0.0011984546611195719 0.00060359959729332094 0.0026860564983423869 0.0028287001886245743 0.0014280999321665813 0.0025785562087304158 0.0020720901285758058 0.002354301193291471 0.0024120167420833508 0.00087646995602961479 0.0023386921445632848 0.0020004076835777864
leaf_weight=70 65 54 53 55 55 60 52 74 72 55 792 73 52 53 58 132 291 85 63 143
leaf_count=70 65 54 53 55 55 60 52 74 72 55 792 73 52 53 58 132 291 85 63 143
internal_value=0 0.00235862 0.00144327 0.00245005 0.000716785 0.00248198 0.00220752 0.00231276 0.000854647 0.000201894 0.00255346 0.00253465 0.00238677 0.00200905 0.00260525 0.00263869 0.00249565 0.0010942 0.00219691 0.00210399
internal_weight=0 2147 195 1952 260 1897 392 340 125 110 1505 1451 469 105 982 924 364 150 280 206
internal_count=2407 2147 195 1952 260 1897 392 340 125 110 1505 1451 469 105 982 924 364 150 280 206
is_linear=0
shrinkage=0.00240373


Tree=2072
num_leaves=28
num_cat=0
split_feature=1 155 12 13 13 150 124 12 12 11 1 12 124 12 0 12 3 1 1 1212 1 0 12 3 0 3 403
split_gain=159.247 33.0165 18.9625 16.9355 13.1207 10.7329 9.26861 6.96705 4.92431 4.83266 4.22143 3.97724 3.14911 2.51959 2.04048 2.35698 1.97069 1.97053 3.12975 1.4159 1.40543 1.691 1.52088 0.812729 0.667023 0.617858 0.542155
threshold=0.098420000000000021 0.10158500000000002 -1.0000000180025095e-35 -0.13033499999999998 0.10575500000000002 1.0000000180025095e-35 -0.076779999999999987 0.091475000000000015 0.054520000000000006 1.0000000180025095e-35 0.10828500000000001 0.11844 -0.083034999999999984 0.09141500000000001 -0.072529999999999983 0.095780000000000018 -0.0098449999999999979 1.0000000180025095e-35 0.087070000000000022 -0.040879999999999993 0.087840000000000015 -0.082594999999999988 0.083615000000000009 -0.10237999999999998 -0.084114999999999981 -0.077039999999999983 -0.059794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 12 -4 5 10 -1 8 17 19 -5 14 -2 -12 23 -16 -14 -8 -19 -10 22 -22 -21 -9 -25 -17 -26
right_child=1 -3 3 4 -6 -7 7 11 9 -11 13 -13 16 -15 15 25 -18 18 -20 20 21 -23 -24 24 26 -27 -28
leaf_value=0.0020295940663610599 0.0011656894012991616 0.0033853863987564768 0.00053200529747527889 0.0031533400652171179 0.00081120213826708703 0.001238272417583763 0.0024066205570163709 0.0033929393310316064 0.0036050002738712262 0.0040623203166442997 0.0018623254807123553 0.0021902743829428565 0.00090937890521365899 0.0026544876961432161 0.0022541017077920274 0.0031295958717024543 0.00026741838604918948 0.0034983193201599408 0.002627400827340511 0.003693034331591169 0.0026404214987688708 0.0033068717741488118 0.0032474650030037402 0.0028256056170233345 0.0033222506408894562 0.0027608089867009419 0.0030198880462624167
leaf_weight=56 80 62 67 63 52 53 53 52 85 59 52 52 54 63 52 59 90 54 64 60 57 52 645 85 62 76 148
leaf_count=56 80 62 67 63 52 53 53 52 85 59 52 52 54 63 52 59 90 54 64 60 57 52 645 85 62 76 148
internal_value=0 0.00154523 0.00134642 0.00173237 0.00201646 0.00228765 0.00309352 0.00312824 0.00325031 0.00332453 0.00259995 0.00289301 0.000743241 0.00229654 0.00296139 0.00273656 0.00050835 0.00283433 0.0030262 0.00327608 0.0032417 0.00295862 0.00328543 0.00308247 0.00302765 0.00292219 0.00310929
internal_weight=0 636 574 350 283 231 1771 1715 1129 958 178 586 224 115 534 187 144 171 118 899 814 109 705 347 295 135 210
internal_count=2407 636 574 350 283 231 1771 1715 1129 958 178 586 224 115 534 187 144 171 118 899 814 109 705 347 295 135 210
is_linear=0
shrinkage=0.00265391


Tree=2073
num_leaves=19
num_cat=0
split_feature=1 52 47 1 12 12 43 12 14 43 16 16 1 2 1 51 43 2
split_gain=110.338 30.9506 13.7889 11.4016 8.84973 8.07632 5.56868 5.2429 5.74196 4.01491 3.76338 3.06646 2.71344 2.62351 3.09407 2.15399 2.20654 0.791229
threshold=0.10335000000000001 -0.41304999999999997 0.10372500000000003 0.13075500000000004 0.088745000000000004 -0.036614999999999988 -0.049364999999999992 0.11844 0.062655000000000016 0.0054600000000000004 -0.41163499999999992 -0.15043499999999996 0.12205500000000001 0.096015000000000017 0.087840000000000015 0.11024000000000002 -0.013089999999999999 0.087855000000000003
decision_type=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 -1 -3 8 9 11 -5 -7 -4 14 17 16 -13 -11
right_child=1 2 12 10 -6 7 -8 -9 -10 13 -12 15 -14 -15 -16 -17 -18 -19
leaf_value=0.0023641077741153186 0.0034666848931011332 0.00081817021076858163 0.0028000731641108527 0.00019016454249273229 0.0025611732966980172 0.0026795210922405618 0.0017563367709892944 0.0023319691677401847 0.0039541343954234455 0.0035033825290871289 0.0010816135638048441 0.0031791612990663093 0.0019267284848049479 0.002410521897142305 0.0024814934587304785 0.0027475165826316523 0.0034252621985499162 0.0030653907507054976
leaf_weight=102 66 86 52 70 55 78 101 56 67 52 69 823 53 76 57 64 402 78
leaf_count=102 66 86 52 70 55 78 101 56 67 52 69 823 53 76 57 64 402 78
internal_value=0 0.00172696 0.00149065 0.00125112 0.0016061 0.00310572 0.00132504 0.00314886 0.0031758 0.00314379 0.00063289 0.00320288 0.00235952 0.00283653 0.00300952 0.00323453 0.00325995 0.00324081
internal_weight=0 552 486 381 242 1855 187 1753 1697 1630 139 1367 105 263 187 1289 1225 130
internal_count=2407 552 486 381 242 1855 187 1753 1697 1630 139 1367 105 263 187 1289 1225 130
is_linear=0
shrinkage=0.00270699


Tree=2074
num_leaves=14
num_cat=0
split_feature=10 43 4 13 13 51 11 4 4 457 3 4 15
split_gain=5.70385 3.69791 3.55919 1.8101 1.87086 1.21397 3.10595 3.14417 1.5386 1.15506 1.10173 0.860498 1.29908
threshold=-1.0000000180025095e-35 -0.079504999999999978 0.27044500000000005 1.0000000180025095e-35 -0.08533499999999998 -0.09798999999999998 0.084680000000000019 -0.44205499999999992 -0.13833499999999996 0.087350000000000011 0.09722500000000002 0.029980000000000003 -0.031659999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 11 7 -7 -9 10 -10 12 -2
right_child=2 -3 3 -5 -6 6 -8 8 9 -11 -12 -13 -14
leaf_value=-0.0018170802129741023 0.0031526234751698885 0.0024745340672923397 0.0006457850082744966 -0.00060354757428881687 0.0031491584538921192 0.0058808443487227509 -4.9577119180655894e-05 0.0013201070300114873 0.0029853086714073996 0.0044935912237125614 0.0011557703622942579 0.0028746621447175392 0.0054419486332699229
leaf_weight=67 69 56 84 52 99 56 52 88 1485 75 52 88 84
leaf_count=67 69 56 84 52 99 56 52 88 1485 75 52 88 84
internal_value=0 0.000135756 0.00286182 0.00142395 0.00200079 0.00302666 0.00291682 0.00300474 0.00290992 0.00299663 0.0029235 0.00385016 0.00441037
internal_weight=0 123 2284 235 183 2049 1808 1756 1700 1612 1537 241 153
internal_count=2407 123 2284 235 183 2049 1808 1756 1700 1612 1537 241 153
is_linear=0
shrinkage=0.0123264


Tree=2075
num_leaves=22
num_cat=0
split_feature=4 12 150 12 13 4 4 16 12 49 11 13 15 49 48 11 157 4 42 483 13
split_gain=188.778 71.8989 25.6646 14.683 13.453 12.8998 8.89738 8.13293 7.68227 4.72416 4.34807 4.0919 4.86374 3.77339 3.53983 6.29198 2.58064 2.80241 2.1601 1.04324 1.01175
threshold=0.30163500000000004 0.077755000000000005 0.083435000000000023 0.11769500000000001 -0.0016149999999999999 -0.0058549999999999991 -0.15450999999999995 -0.011989999999999999 0.091625000000000012 -0.078869999999999982 1.0000000180025095e-35 -0.0074049999999999993 -0.42443999999999993 -0.073054999999999981 0.086330000000000018 1.0000000180025095e-35 -0.059399999999999988 0.0030100000000000001 0.096490000000000006 -0.079829999999999984 -0.09219999999999999
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 2 4 8 5 -1 -6 -8 10 -4 13 18 -13 -3 15 16 -10 -18 -2 -15 -21
right_child=11 3 9 -5 6 -7 7 -9 14 -11 -12 12 -14 19 -16 -17 17 -19 -20 20 -22
leaf_value=0.0013987822903950788 0.00067977614472061114 0.0033995781979800212 0.0021421039895534546 0.0028337612655161041 0.0042895777458146836 0.0032351836779880702 0.0037428991536258833 0.002299461795696585 0.0031674676089248626 0.001107313404355825 0.0048347680808566856 0.0022265261254920238 0.0011040104751046625 0.0045000850722410023 0.0032337644352902067 0.0046929328130607692 0.0039260361529178025 0.0034224297224999395 0.0013508412706375377 0.0043977679011798151 0.0040797641110841233
leaf_weight=52 90 54 77 85 76 61 64 52 52 56 63 53 61 57 82 57 348 107 58 85 689
leaf_count=52 90 54 77 85 76 61 64 52 52 56 63 53 61 57 82 57 348 107 58 85 689
internal_value=0 0.00367633 0.00269939 0.00393117 0.00313221 0.00239037 0.00356866 0.00309609 0.00398967 0.00170662 0.0041451 0.00124033 0.00162614 0.00409597 0.00376153 0.00383821 0.00374206 0.00380767 0.000942956 0.00414119 0.00411472
internal_weight=0 2117 438 1679 305 113 192 116 1594 133 948 262 114 885 646 564 507 455 148 831 774
internal_count=2379 2117 438 1679 305 113 192 116 1594 133 948 262 114 885 646 564 507 455 148 831 774
is_linear=0
shrinkage=0.00270699


Tree=2076
num_leaves=26
num_cat=0
split_feature=1 2 2 16 15 160 157 2 2 3 2 43 131 43 1212 474 43 1210 43 2 1213 51 15 159 43
split_gain=6.78486 2.7836 4.14795 2.64658 2.3705 2.36981 1.15622 1.61093 2.21009 1.14659 2.30651 1.55264 0.916266 0.915574 0.867088 0.90185 1.07512 1.15354 0.863176 1.45019 1.03124 0.841256 0.795722 0.702106 0.636022
threshold=0.092415000000000011 -0.007134999999999999 0.11517500000000001 -0.14169499999999999 -0.04174499999999999 -0.53327999999999987 -0.07686999999999998 0.10713500000000002 0.08647500000000001 -0.055389999999999988 0.087675000000000017 -0.012339999999999999 0.089120000000000019 0.0061450000000000003 -0.040879999999999993 0.085500000000000007 -0.038674999999999994 -0.071714999999999987 -0.0040649999999999983 0.083175000000000013 0.041405000000000004 -0.039729999999999994 -0.41880499999999993 -0.0083249999999999973 -0.0045949999999999993
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 3 6 -2 22 -1 -3 8 12 14 -11 -12 13 -8 24 16 17 -16 20 -20 -18 -17 -4 -19 -7
right_child=1 2 4 -5 -6 9 7 -9 -10 10 11 -13 -14 -15 15 21 18 23 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0005191840144431819 0.0015311575143469004 0.00073940184811810286 0.0018874861415238914 -0.0017593783726983338 -0.0013405535099711423 0.0041978477678583119 0.0038862561912418681 0.0037920399932610239 0.0005433151608052097 0.0052503408970252874 0.0041715697206767413 0.001909616647226429 0.0017374191784274859 0.0020640205652621762 0.00051258049503046421 0.0041992993027823002 0.003832996555348361 0.0029582044608533831 0.003906850183220587 0.0019339680352139389 0.0022987236702259207 0.0024799457247825264 0.00046885283888768459 0.0019621618941633241 0.0026979416610312481
leaf_weight=63 53 52 82 60 61 58 83 81 79 56 54 100 81 52 54 61 126 103 53 229 85 72 103 402 76
leaf_count=63 53 52 82 60 61 58 83 81 79 56 54 100 81 52 54 61 126 103 53 229 85 72 103 402 76
internal_value=0 0.00134271 0.00160404 -0.000215016 0.000493057 0.00256108 0.00224233 0.00244988 0.00208097 0.00264514 0.00338321 0.00270351 0.00264282 0.00318521 0.00252755 0.00243467 0.00232903 0.00200607 0.002695 0.00230516 0.00321547 0.00326938 0.00109827 0.00216554 0.00334801
internal_weight=0 787 674 113 246 1592 428 376 295 1529 210 154 216 135 1319 1185 1052 559 493 282 211 133 185 505 134
internal_count=2379 787 674 113 246 1592 428 376 295 1529 210 154 216 135 1319 1185 1052 559 493 282 211 133 185 505 134
is_linear=0
shrinkage=0.0107308


Tree=2077
num_leaves=25
num_cat=0
split_feature=1 52 1 1 14 12 0 15 43 4 4 4 4 43 3 1 1 15 51 4 4 12 43 43
split_gain=141.846 25.4343 15.7982 10.8883 9.5965 8.43301 8.16406 7.76313 7.08165 6.72648 5.49356 4.63759 3.14453 2.57631 2.36759 1.90591 1.70633 1.59121 1.50861 1.51103 1.22201 0.912002 0.691317 0.686138
threshold=0.10538500000000002 -0.40011499999999994 0.12450500000000002 0.092235000000000025 0.062655000000000016 0.088335000000000011 -0.072529999999999983 -0.021954999999999999 -0.11162499999999999 -0.42305999999999994 0.005935000000000001 0.032965000000000001 0.30163500000000004 -0.012014999999999998 -0.064294999999999977 0.096630000000000008 0.098420000000000021 -0.42759999999999992 0.012085000000000002 -0.0068249999999999986 -0.0072499999999999995 0.086455000000000018 -0.0027149999999999995 -0.041094999999999993
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 5 4 6 11 10 16 -8 -10 18 -3 -4 -12 23 -9 -5 -14 19 22 -20 -21 -1 -11
right_child=1 2 12 7 -6 -7 8 15 9 14 13 -13 17 -15 -16 -17 -18 -19 20 21 -22 -23 -24 -25
leaf_value=0.0027338436336497235 0.0026161644363931159 0.00061894312355314173 0.00084785345888937894 0.0019294953335447537 0.0034847576651117706 0.0019390929617146989 0.0014732291435110188 0.0021543630491078687 0.003109341692223508 0.0024903290546058584 0.0020075896708594576 0.0013909748648460606 0.0004893714910838826 0.0025498830484202476 0.0017570742769860606 0.0026601345378810363 0.001370104362866743 -2.6063880829435114e-05 0.0026503245293102678 0.0031631195064692978 0.0022133444087146848 0.0027507786533564177 0.0025674763460794389 0.0021797951449645868
leaf_weight=573 55 76 77 55 60 84 57 79 53 75 99 92 71 90 52 82 63 58 87 65 58 54 182 82
leaf_count=573 55 76 77 55 60 84 57 79 53 75 99 92 71 90 52 82 63 58 87 65 58 54 182 82
internal_value=0 0.00113138 0.000953025 0.00250323 0.0025773 0.00134104 0.00254163 0.00208186 0.00221239 0.00237311 0.00262855 0.00104187 0.000478245 0.00226596 0.00218629 0.00241211 0.00163105 0.000257434 0.00269577 0.00273226 0.0024757 0.00297621 0.00269377 0.0023283
internal_weight=0 513 458 1866 1587 252 1527 279 319 262 1208 168 206 189 209 161 118 129 1019 874 145 119 755 157
internal_count=2379 513 458 1866 1587 252 1527 279 319 262 1208 168 206 189 209 161 118 129 1019 874 145 119 755 157
is_linear=0
shrinkage=0.00231039


Tree=2078
num_leaves=19
num_cat=0
split_feature=4 2 2 150 3 3 4 483 3 51 52 2 4 4 2 52 1212 51
split_gain=3.85857 2.20048 2.07817 1.97035 1.32642 2.13409 1.21508 1.19395 1.08298 1.37243 1.01446 1.00221 1.28785 0.791475 0.742406 0.83255 0.904003 0.295101
threshold=0.30163500000000004 -0.0050599999999999994 0.094835000000000017 0.081245000000000026 -0.046989999999999997 0.081640000000000004 0.45363500000000007 -0.03601999999999999 -0.14070999999999997 -0.097374999999999975 -0.012574999999999998 0.13880500000000004 -0.10429499999999998 0.55608500000000005 0.092635000000000009 0.40945500000000007 0.090240000000000015 -0.40274499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 7 -6 -2 -3 -4 17 -8 12 -11 -12 15 16 -9 -10
right_child=6 2 3 -5 5 -7 10 14 9 11 13 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.000302595488079742 -0.00026725274622173116 0.0034972520083812629 0.0030579023397427421 0.00018860502350923923 0.005076142251039216 0.0023408639578311342 4.4389622266681052e-05 0.0023350961029556206 0.0022332148355916274 0.00017723487399582335 0.0028626524220933553 3.1625120473356303e-05 0.0019657259923243986 0.0010134510869447427 0.0032510027327131564 0.00086305526705593829 0.0013088476008487875 0.0033935569172329149
leaf_weight=77 96 95 86 91 57 86 54 884 53 59 52 54 268 60 78 58 117 54
leaf_count=77 96 95 86 91 57 86 54 884 53 59 52 54 268 60 78 58 117 54
internal_value=0 0.00212072 0.00218929 0.00168637 0.00243243 0.00343197 0.000711918 0.00231632 0.00192362 0.00172348 0.00127889 0.00141526 0.00164339 0.00187305 0.00221754 0.00214131 0.00221526 0.0028199
internal_weight=0 2117 2040 665 1375 143 262 1232 574 488 166 381 327 112 1137 1059 1001 107
internal_count=2379 2117 2040 665 1375 143 262 1232 574 488 166 381 327 112 1137 1059 1001 107
is_linear=0
shrinkage=0.0109455


Tree=2079
num_leaves=19
num_cat=0
split_feature=4 3 39 0 3 4 0 0 12 0 3 0 160 12 12 4 0 43
split_gain=81.2137 24.7973 17.1429 5.14596 5.43798 4.63382 8.59146 4.4684 4.13768 3.38514 4.77187 3.8858 3.31608 2.86168 3.10369 2.88222 2.47822 0.783043
threshold=0.30163500000000004 0.20828500000000003 0.085345000000000018 -0.072174999999999975 0.092330000000000009 -0.37626499999999991 -0.036119999999999992 -0.068214999999999984 0.093270000000000006 -0.10185499999999999 0.12031000000000001 -0.037224999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086700000000000013 0.032965000000000001 -0.14910999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 8 12 -4 -5 10 -2 -11 -7 -1 16 -16 -15 -14
right_child=9 -3 7 5 -6 6 -8 -9 -10 11 -12 -13 17 14 15 -17 -18 -19
leaf_value=0.0023116561840753613 0.0019967440885711634 0.001053484883877786 0.0023624578998052525 0.0032356566902657594 0.0020745047777664936 0.0020358606883256539 0.0014437803744621871 0.0014635581037254124 0.0023654986373783712 0.00055817183037513247 0.00094362495117829379 0.001388291357406986 0.0028424789017848272 0.0035535358540594746 0.0028915882985130043 0.0024650628818344011 0.0030156017796626601 0.0024911604085370732
leaf_weight=52 61 59 68 99 54 58 53 77 56 83 52 66 135 65 737 121 421 62
leaf_count=52 61 59 68 99 54 58 53 77 56 83 52 66 135 65 737 121 421 62
internal_value=0 0.00268475 0.0027315 0.00279563 0.00287054 0.00256095 0.00237944 0.0018853 0.00292145 0.00117903 0.00151236 0.000926059 0.00257381 0.00290132 0.00292411 0.00283147 0.0030876 0.00273205
internal_weight=0 2117 2058 1913 1450 463 308 145 155 262 113 149 255 1396 1344 858 486 197
internal_count=2379 2117 2058 1913 1450 463 308 145 155 262 113 149 255 1396 1344 858 486 197
is_linear=0
shrinkage=0.00255085


Tree=2080
num_leaves=28
num_cat=0
split_feature=1 1 12 1 12 2 3 155 2 160 12 11 3 42 15 42 12 160 12 1 43 42 52 49 2 481 42
split_gain=111.494 16.0847 18.959 12.417 14.7294 8.03485 6.76726 5.71747 6.5511 4.14522 2.9295 2.68134 2.52021 1.92419 2.98046 2.11926 1.84914 1.58138 1.48552 3.47809 1.80833 1.35335 1.07938 1.02168 1.01461 0.70454 0.646753
threshold=0.11130500000000002 0.090485000000000024 -0.007389999999999999 0.13075500000000004 0.088335000000000011 0.091250000000000012 0.077930000000000013 0.087925000000000017 0.086065000000000016 0.014995000000000003 0.11553000000000001 1.0000000180025095e-35 0.0025650000000000004 0.079170000000000004 0.054100000000000002 0.090395000000000017 0.093840000000000021 0.10488000000000001 0.083785000000000012 0.083250000000000005 -0.016249999999999997 0.088345000000000021 0.0085900000000000021 0.085970000000000005 0.095620000000000011 -0.014954999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 12 11 -5 8 16 10 13 18 -2 14 23 -15 -4 -11 19 20 -1 25 -23 -7 -17 -20 -27
right_child=3 2 7 6 -6 9 -8 -9 -10 17 -12 -13 -14 15 -16 24 -18 -19 21 -21 -22 22 -24 -25 -26 26 -28
leaf_value=0.0034803227951756294 0.00094374640793222877 0.0015768262674448613 0.0032915221801112456 0.00038185689202401972 0.0027979074930969002 0.0021894489659860699 0.0014484942458226782 0.0036491565648898347 0.0021847059029098731 0.0036743917995925102 0.0022211169707855387 0.0039355460261413407 0.0017111217732788311 0.0035602447965635575 0.0031795780656565368 0.0032051417848727505 0.0027714126410329485 0.0030433354889755019 0.0036212178620779476 0.0029857286998602444 0.0041934887522016972 0.0028095289974381693 0.003269298212431378 0.0027023858708884333 0.0027562923802724039 0.0033791337400484122 0.0031801691832931741
leaf_weight=52 62 99 103 83 84 59 92 64 99 67 52 56 64 52 62 61 100 53 57 52 54 76 77 57 99 306 210
leaf_count=52 62 99 103 83 84 59 92 64 99 67 52 56 64 52 62 61 100 53 57 52 54 76 77 57 99 306 210
internal_value=0 0.00306872 0.00262843 0.00147564 0.00191955 0.00320501 0.000942769 0.00291281 0.00275666 0.00294854 0.00282701 0.00335832 0.00133375 0.00290772 0.00269891 0.00308291 0.00303545 0.00339592 0.00332173 0.00356165 0.00384391 0.00326947 0.00304111 0.00244174 0.0029276 0.0033304 0.00329822
internal_weight=0 1967 465 385 210 1502 175 366 302 562 442 940 126 390 178 212 203 120 884 158 106 726 153 116 160 573 516
internal_count=2352 1967 465 385 210 1502 175 366 302 562 442 940 126 390 178 212 203 120 884 158 106 726 153 116 160 573 516
is_linear=0
shrinkage=0.00270699


Tree=2081
num_leaves=13
num_cat=0
split_feature=15 1446 3 157 3 0 15 3 1452 4 51 0
split_gain=3.93759 2.48759 3.40606 2.65886 2.24067 1.65387 1.482 1.39417 1.24335 1.16407 1.09744 1.50158
threshold=-0.37478999999999996 0.10428500000000002 -0.14162499999999997 -0.15034999999999996 0.10703500000000001 0.0037850000000000002 -0.4680149999999999 0.30112000000000005 0.091225000000000014 0.0053900000000000016 -0.04652499999999999 -0.0076699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 -4 6 7 -1 8 9 -5 -2 -12
right_child=1 -3 3 5 -6 -7 -8 -9 -10 -11 11 -13
leaf_value=0.00076217862435457669 0.002326622694239971 -0.00025705219016859736 -0.00026033270590185932 0.002418065148120911 0.0023089919045474069 0.0007070087009823521 -0.0017897854340700209 0.00046315142755993822 0.0040277680723968144 0.0017060879009779758 0.0031936424165936186 0.0056473389235704536
leaf_weight=60 53 53 60 1290 54 95 58 55 53 389 74 58
leaf_count=60 53 53 60 1290 54 95 58 55 53 389 74 58
internal_value=0 0.00217781 0.00223854 0.00209775 0.00038726 0.00217299 -0.000491146 0.00225086 0.00230756 0.00225318 0.00371583 0.0042727
internal_weight=0 2180 2127 1942 172 1882 118 1787 1732 1679 185 132
internal_count=2352 2180 2127 1942 172 1882 118 1787 1732 1679 185 132
is_linear=0
shrinkage=0.0113877


Tree=2082
num_leaves=12
num_cat=0
split_feature=1 42 1446 14 52 157 148 14 1455 1212 1
split_gain=4.2243 2.0528 1.76418 1.52385 1.22244 1.24201 1.15896 1.31905 1.12093 0.978741 0.915607
threshold=0.13075500000000004 0.086700000000000013 0.091180000000000011 0.076175000000000007 -0.5335399999999999 -0.027269999999999996 -0.077339999999999978 -0.10708499999999999 0.090900000000000022 0.12218000000000002 0.14218000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 -1 -6 -8 9 -9 -2
right_child=1 -3 -4 -5 6 -7 7 8 -10 -11 -12
leaf_value=0.0040327681124218183 0.0019277451047099142 -0.0018458980289857527 0.00030321245578017724 0.0035493289043162682 0.00047296897686444647 0.0018493983716376316 0.0034978542716517049 0.0016672695744212695 0.0031918041272442897 0.0032146897632872981 -6.3296846002717518e-05
leaf_weight=65 54 54 93 71 85 71 60 1607 70 55 67
leaf_count=65 54 54 93 71 85 71 60 1607 70 55 67
internal_value=0 0 0.00183933 0.00190782 0.00184986 0.00289381 0.00177416 0.00183581 0.00177816 0.00171855 0.000824263
internal_weight=0 175 2177 2084 2013 136 1877 1792 1732 1662 121
internal_count=2352 175 2177 2084 2013 136 1877 1792 1732 1662 121
is_linear=0
shrinkage=0.0113877


Tree=2083
num_leaves=17
num_cat=0
split_feature=1 3 16 4 43 12 1 13 16 0 43 1447 47 0 2 1
split_gain=2.92286 3.15966 1.49972 2.1128 4.39045 1.98329 1.72565 1.71839 1.42997 1.75451 4.97149 1.25764 1.38066 1.22023 1.00965 2.04549
threshold=0.13075500000000004 0.077930000000000013 -0.36241499999999999 0.0053900000000000016 -0.010344999999999998 0.086935000000000012 0.081755000000000008 -0.15416999999999995 -0.097499999999999989 0.0037850000000000002 -0.014114999999999997 -0.086059999999999984 0.07813500000000001 -0.070184999999999984 0.11543000000000002 0.097480000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 7 5 -5 -6 -4 -9 11 -11 -10 -13 -7 15 -1
right_child=1 -3 3 4 6 13 -8 8 9 10 -12 12 -14 -15 -16 -17
leaf_value=0.0020522336822175226 -0.0017094209015358624 0.0015425086308865279 -0.00046493757832424587 -0.002588649737841375 0.0037180297025939208 -0.00094844715278172536 0.0010808759161405484 0.0031439648064391168 0.0036032087511748308 -0.0024245178877689779 0.0020805113343572114 0.0016057475872470837 0.0029692903878305366 0.0015268116466402712 0.0013210607060189653 0.0049846224130382913
leaf_weight=95 83 92 52 55 60 63 92 103 55 56 99 1153 120 54 65 55
leaf_count=95 83 92 52 55 60 63 92 103 55 56 99 1153 120 54 65 55
internal_value=0 0 0.0016235 0.00151835 0.000626056 -0.000695814 0.00212271 0.00169477 0.00176566 0.00166984 0.000452056 0.00181188 0.00173438 0.000192877 0.00258253 0.0031283
internal_weight=0 175 2177 1962 324 172 152 1638 1586 1483 155 1328 1273 117 215 150
internal_count=2352 175 2177 1962 324 172 152 1638 1586 1483 155 1328 1273 117 215 150
is_linear=0
shrinkage=0.0120847


Tree=2084
num_leaves=24
num_cat=0
split_feature=1 52 1 14 123 47 2 39 49 0 155 1 1 2 0 42 0 2 43 2 4 43 130
split_gain=162.118 37.0108 20.4862 16.5594 9.94599 8.6176 7.08419 5.03861 5.37652 3.3306 3.16707 3.77865 2.93352 2.73507 2.46188 1.84612 1.82799 1.27903 1.24378 2.69872 0.969939 0.538576 0.40424
threshold=0.10335000000000001 -0.41304999999999997 0.13554500000000003 0.062655000000000016 1.0000000180025095e-35 1.0000000180025095e-35 0.091955000000000023 0.087880000000000014 -1.0000000180025095e-35 -0.07883999999999998 0.083165000000000003 0.081315000000000012 0.083555000000000018 0.079570000000000016 -0.076209999999999986 0.086635000000000004 -0.04478999999999999 0.084145000000000011 -0.011154999999999998 0.08920500000000002 0.053255000000000004 -0.071899999999999978 0.093505000000000019
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 5 4 6 7 12 8 -3 -4 11 16 15 14 21 17 20 -1 19 -17 -8 -14 -19
right_child=1 2 9 -5 -6 -7 10 -9 -10 -11 -12 -13 13 -15 -16 18 -18 22 -20 -21 -22 -23 -24
leaf_value=0.0040299957274027767 0.0036254789863616852 0.0022876801118706714 6.7894694813773585e-05 0.0047264506180280377 0.0023675465424649739 0.0025169972416868238 0.0033626308597688526 0.00090873105059120025 0.0013449740311712055 0.00093921172867402045 0.00373024868888895 0.002444349511506978 0.0037346055405346121 0.0027864513798215164 0.0030154505268949346 0.0027922138100405199 0.0027716727611850314 0.0037137525944192862 0.0036602343259518545 0.0036684463660009835 0.003062564319367913 0.0034770094796661649 0.003449946879243724
leaf_weight=97 68 86 53 71 67 99 254 63 92 82 69 56 105 52 73 52 65 372 98 52 119 155 52
leaf_count=97 68 86 53 71 67 99 254 63 92 82 69 56 105 52 73 52 65 372 98 52 119 155 52
internal_value=0 0.00175733 0.00148983 0.00344401 0.00339161 0.00184411 0.00343265 0.00156758 0.0018006 0.000597353 0.0031849 0.00310867 0.00355851 0.0033667 0.00345722 0.00366062 0.00319354 0.00374641 0.00343918 0.00323061 0.00326698 0.00358115 0.00368147
internal_weight=0 543 475 1809 1738 340 1671 241 178 135 563 494 1108 385 333 723 438 521 202 104 373 260 424
internal_count=2352 543 475 1809 1738 340 1671 241 178 135 563 494 1108 385 333 723 438 521 202 104 373 260 424
is_linear=0
shrinkage=0.00270699


Tree=2085
num_leaves=21
num_cat=0
split_feature=1 12 1 1 124 14 43 0 0 1 0 1 12 0 0 1210 0 403 1 0
split_gain=104.643 31.5405 16.7654 10.1244 8.83298 7.4824 6.81481 5.47119 4.95716 6.50655 4.71874 4.55826 3.61043 2.86585 2.77716 2.1521 1.24918 1.10537 0.998832 0.575983
threshold=0.10141500000000002 0.085090000000000013 0.12007000000000002 0.14218000000000003 -0.082254999999999981 0.062655000000000016 -0.012149999999999999 -0.029554999999999994 -0.10566999999999999 0.085265000000000021 -0.081444999999999976 0.078340000000000007 0.090465000000000004 -0.074754999999999988 -0.071719999999999992 -0.062539999999999984 -0.079379999999999992 -0.074254999999999988 0.084330000000000016 -0.20489499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 14 6 -1 7 13 8 9 -6 19 -9 16 -2 -3 -14 18 -17 -10 -8
right_child=1 2 -4 -5 5 -7 10 11 12 -11 -12 -13 15 -15 -16 17 -18 -19 -20 -21
leaf_value=0.003241663775367437 0.0018237894591125283 0.0049452570527836687 0.0026904986198089177 0.001372266445019029 0.0044067117996478 0.005358156859703464 0.0025131450894084655 0.0033579123401185689 0.0045849190268885832 0.0031703306237729984 0.003753469338489618 0.0044374837924247342 0.0037517292543813615 0.0026321332326535774 0.0041121007774265368 0.0045888926821135894 0.0042654292760845227 0.0042819823323361813 0.0048626444073071283 0.0029339363284766559
leaf_weight=53 71 52 65 56 86 64 52 74 584 56 54 54 52 69 84 127 83 391 130 55
leaf_count=53 71 52 65 56 86 64 52 74 584 56 54 54 52 69 84 127 83 391 130 55
internal_value=0 0.0029756 0.00386822 0.00247294 0.00437605 0.00441138 0.00267762 0.00437434 0.00442189 0.00391934 0.00307328 0.00381359 0.00447407 0.0022224 0.00443088 0.0043021 0.00459702 0.00435729 0.00463553 0.00272972
internal_weight=0 558 201 357 1754 1701 301 1637 1509 142 161 128 1367 140 136 570 797 518 714 107
internal_count=2312 558 201 357 1754 1701 301 1637 1509 142 161 128 1367 140 136 570 797 518 714 107
is_linear=0
shrinkage=0.00281635


Tree=2086
num_leaves=18
num_cat=0
split_feature=3 123 2 133 10 150 42 133 3 42 480 52 474 52 52 133 2
split_gain=62.7378 33.7092 18.3842 7.95695 4.63482 4.18851 3.36884 3.2861 2.32372 1.97309 1.86872 1.31343 1.73679 1.23062 1.01228 0.544045 0.33652
threshold=0.31370500000000007 1.0000000180025095e-35 0.10859000000000001 -0.059434999999999995 -1.0000000180025095e-35 0.10980500000000001 0.091090000000000018 0.0024650000000000006 -0.060614999999999995 0.091545000000000015 1.0000000180025095e-35 0.40945500000000007 0.085295000000000024 0.0074400000000000013 0.10855000000000002 0.090375000000000025 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 9 -6 8 -5 10 11 12 -1 15 -15 -11 -12
right_child=-2 4 3 7 6 -7 -8 -9 -10 13 16 -13 -14 14 -16 -17 -18
leaf_value=0.0026941001795063278 3.9076253301836811e-05 0.00069164709958836391 0.0010431927022839028 0.0022429100426212241 0.0019762804324890276 0.0019256213622742136 0.0011023309326609995 0.0024893332099070872 0.0016477442000987156 0.0024240824798782432 0.0031403062859358612 0.0023002556105632308 0.002331440979485371 0.0029064183341416736 0.0024511242128641315 0.0021215139321292074 0.0028433898224485346
leaf_weight=1057 79 56 56 79 69 60 53 103 103 92 57 73 99 53 93 76 54
leaf_count=1057 79 56 56 79 69 60 53 103 103 92 57 73 99 53 93 76 54
internal_value=0 0.00239875 0.00249285 0.00194079 0.00131222 0.00260267 0.00159684 0.00211707 0.00190624 0.00262721 0.00267093 0.00264154 0.00266307 0.00244054 0.00261659 0.00228737 0.00299611
internal_weight=0 2233 2055 341 178 1714 122 285 182 1654 1340 1229 1156 314 146 168 111
internal_count=2312 2233 2055 341 178 1714 122 285 182 1654 1340 1229 1156 314 146 168 111
is_linear=0
shrinkage=0.00260187


Tree=2087
num_leaves=15
num_cat=0
split_feature=4 1 151 480 474 484 150 14 376 160 0 1446 160 2
split_gain=7.07285 3.19358 1.71219 1.44193 1.61053 2.28492 1.47643 1.929 1.94176 1.3893 1.8245 0.983926 0.959081 0.422623
threshold=0.36766000000000004 0.13075500000000004 -0.030624999999999996 0.085075000000000026 0.085295000000000024 0.085435000000000025 0.10918000000000001 0.062655000000000016 0.048375000000000008 0.084575000000000011 -0.10264999999999998 0.083830000000000002 0.10460500000000002 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 13 7 8 9 10 -1 -5 -11 -6
right_child=1 -3 -4 11 5 -7 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=0.0006284507803476383 -0.00084610546963245564 -0.0019779406390744796 0.002081503303197234 0.004459153644586487 0.0026510899509280426 -0.0012120072121640068 -1.8582584006891273e-06 0.004335575663204012 3.2190402599309503e-05 0.0042618971500392368 0.0021794977074036546 0.0023828206187462065 0.0023571779883994584 0.0010463910776827862
leaf_weight=139 52 102 89 65 57 61 54 64 74 81 1237 90 95 52
leaf_count=139 52 102 89 65 57 61 54 64 74 81 1237 90 95 52
internal_value=0 -0.000248945 0.00100085 0.00206339 0.00196686 0.000774071 0.00208305 0.00214975 0.00206363 0.00216041 0.00202291 0.00325442 0.00323456 0.0018868
internal_weight=0 243 141 2069 1914 170 1744 1690 1626 1552 1376 155 176 109
internal_count=2312 243 141 2069 1914 170 1744 1690 1626 1552 1376 155 176 109
is_linear=0
shrinkage=0.0128244


Tree=2088
num_leaves=23
num_cat=0
split_feature=4 1 3 1 0 2 43 15 3 0 4 4 151 4 4 51 2 43 2 4 15 4
split_gain=96.4959 23.5466 16.234 11.5462 4.89104 4.8718 4.42836 7.91421 4.41356 4.78309 4.0645 3.53491 3.40455 2.87819 2.49022 2.33086 2.19702 2.15439 1.87889 1.81978 1.12805 0.862974
threshold=0.30163500000000004 0.10141500000000002 -0.058704999999999993 0.13075500000000004 -0.079249999999999987 0.10859000000000001 -0.082039999999999988 0.03981500000000001 0.084735000000000019 -0.14989499999999997 -0.47860499999999995 -0.039459999999999995 -0.063609999999999986 0.036620000000000007 0.16421000000000002 0.0045000000000000014 0.13712500000000002 -0.06656999999999999 0.087830000000000005 -0.0065299999999999993 0.085610000000000006 -0.07878499999999998
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 4 11 12 8 -4 7 -6 9 -1 -8 -3 -2 15 -15 19 -5 -12 -17 -11 -19 -22
right_child=3 2 5 16 6 -7 10 -9 -10 13 17 -13 -14 14 -16 18 -18 20 -20 -21 21 -23
leaf_value=0.0039191186173971266 0.0013005135700268427 0.0034431415973092947 0.0022892100237124 0.0010872774801557561 0.0021434478994145343 0.0014984568146431114 0.0036408554253326269 0.0033130111321129979 0.0025479598557264158 0.0032180659235904931 0.0033166056862996137 0.0026489741684502439 0.0020871973355170935 0.0026273632730199055 0.0032863525572968673 0.0032350438493149308 0.00037353296318546535 0.0026031157432184846 0.0026028900829645047 0.0035197226014340457 0.0026846044677410821 0.0030492826135183576
leaf_weight=55 52 62 95 52 102 93 57 53 64 638 71 75 92 98 54 54 52 88 61 151 57 136
leaf_count=55 52 62 95 52 102 93 57 53 64 638 71 75 92 98 54 54 52 88 61 151 57 136
internal_value=0 0.00297244 0.00236633 0.00135359 0.0030857 0.00189818 0.00289749 0.00254353 0.00317602 0.00321217 0.00303157 0.00300857 0.0018033 0.00317533 0.00286165 0.00322804 0.000730657 0.00293283 0.00289996 0.00327583 0.00283577 0.00294172
internal_weight=0 2064 325 248 1739 188 564 155 1175 1111 409 137 144 1056 152 904 104 352 115 789 281 193
internal_count=2312 2064 325 248 1739 188 564 155 1175 1111 409 137 144 1056 152 904 104 352 115 789 281 193
is_linear=0
shrinkage=0.0024518


Tree=2089
num_leaves=17
num_cat=0
split_feature=4 2 123 2 2 4 3 0 2 0 0 2 133 159 13 2
split_gain=48.0667 11.7422 9.23219 5.20682 4.647 4.37252 5.47102 4.31035 4.0176 3.72489 3.40014 2.33454 1.83264 2.72758 2.46554 0.981199
threshold=0.30163500000000004 0.14234000000000005 1.0000000180025095e-35 0.14530500000000005 0.10713500000000002 -0.082634999999999986 0.091170000000000015 -0.14857499999999998 0.088055000000000008 -0.11692999999999999 -0.090569999999999984 0.095620000000000011 -0.029369999999999997 -0.0083249999999999973 -0.011269999999999997 0.12190500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 10 7 -7 -4 -9 -1 -11 -12 -14 -15 -6
right_child=3 -3 8 -5 15 6 -8 9 -10 11 12 -13 13 14 -16 -17
leaf_value=0.0031649002583579735 0.00063235104543105461 0.0010351209530736578 0.00091729181006926946 0.00014555836310556155 0.00176870329724783 0.0030212616852681798 0.0015065189983455352 0.0015186754286031165 0.0019556966351592033 0.0023193989119841213 0.0020296663954198452 0.002022715715673517 0.0030768848566446569 0.001962705660390026 0.0025469173195978843 0.001250104387992134
leaf_weight=55 83 63 52 52 53 54 79 55 63 941 72 260 56 72 242 60
leaf_count=55 83 63 52 52 53 54 79 55 63 941 72 260 56 72 242 60
internal_value=0 0.00220969 0.00224666 0.000922944 0.00112904 0.002293 0.0022133 0.0022559 0.00148641 0.00222297 0.00251569 0.0022552 0.00243484 0.0025136 0.00241305 0.0014936
internal_weight=0 2064 2001 248 196 1886 1389 1310 115 1256 497 1201 442 370 314 113
internal_count=2312 2064 2001 248 196 1886 1389 1310 115 1256 497 1201 442 370 314 113
is_linear=0
shrinkage=0.00276112


Tree=2090
num_leaves=17
num_cat=0
split_feature=49 9 39 49 16 12 16 401 49 12 13 1447 39 16 2 12
split_gain=1.88429 2.61195 1.57806 2.15958 1.76605 2.49397 2.77065 2.06201 1.56139 1.88836 1.69918 1.2385 1.21706 1.25266 1.01029 0.641614
threshold=-0.0096099999999999988 1.0000000180025095e-35 0.096325000000000008 0.13441 -0.082084999999999991 0.054520000000000006 0.066275000000000014 1.0000000180025095e-35 0.093600000000000017 0.082295000000000021 -0.095574999999999979 -0.051529999999999992 0.086210000000000023 -0.053214999999999991 0.10550500000000002 0.083705000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 8 6 -6 11 9 -2 -11 -7 13 14 -1 -15
right_child=1 -3 -4 -5 5 7 -8 -9 -10 10 -12 -13 -14 15 -16 -17
leaf_value=-0.0002067678559633248 0.004587474025483906 0.0051684275153469255 0.00046139810445095273 0.0044222565342766527 -0.0010513414434412626 0.0034996321579062284 0.0024144267281744299 0.00020676422218961365 0.00082268626452208034 0.00042593253119254184 0.002902932655363866 0.0021102607103083491 -0.00032917860221122475 0.0034139782188887242 0.0019281201860582703 0.0017395005619049847
leaf_weight=84 101 52 86 77 96 130 67 87 65 54 395 720 67 65 69 100
leaf_count=84 101 52 86 77 96 130 67 87 65 54 395 720 67 65 69 100
internal_value=0 0.00227453 0.00219433 0.00227741 0.00218103 0.00186677 0.000372381 0.00212658 0.00274291 0.00296959 0.00260534 0.00232292 0.00127136 0.00160903 0.000755112 0.00239999
internal_weight=0 1930 1878 1792 1715 1100 163 937 615 550 449 850 385 318 153 165
internal_count=2315 1930 1878 1792 1715 1100 163 937 615 550 449 850 385 318 153 165
is_linear=0
shrinkage=0.0130808


Tree=2091
num_leaves=22
num_cat=0
split_feature=15 150 130 151 483 13 13 133 52 15 15 1213 52 133 133 52 13 15 13 15 15
split_gain=1.80099 2.53223 1.73186 1.74783 1.53314 1.56403 2.10284 2.04949 1.70934 1.54099 1.46059 1.69544 2.18582 0.541865 0.538937 0.576168 0.397869 0.378292 0.889469 0.35057 0.158227
threshold=0.03981500000000001 -0.088794999999999985 -0.076894999999999977 0.015440000000000001 -0.06916499999999999 -0.0042049999999999995 -0.012899999999999998 -0.0054649999999999985 -0.065699999999999981 -0.0036549999999999998 0.087720000000000006 0.030935000000000004 0.084755000000000011 -0.022174999999999997 0.024130000000000002 0.0074400000000000013 -0.083954999999999988 0.091475000000000015 -0.065269999999999981 0.094215000000000007 0.095970000000000014
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 -1 -3 4 -4 6 9 -7 -9 -6 11 12 -2 -14 15 16 -12 -16 -19 -17 -18
right_child=10 2 3 -5 5 7 -8 8 -10 -11 14 -13 13 -15 17 19 20 18 -20 -21 -22
leaf_value=0.0041005955674729231 0.0039246940142272681 -0.00085660386828033429 -0.00010735578874943572 -0.00036186431090487931 0.0017809578502538434 9.7072303738291105e-06 -0.00085486394071955497 0.0017968705712059687 0.0036687823862569134 -0.00022615964687012764 0.00246227615867297 0.004654619917920713 0.0022535745657425521 0.00063310924009392475 0.00212388026365586 0.0019776298334849025 0.0016365115996322302 0.0018381771501373052 -0.00015694287874419438 0.0032674288771595327 0.000660738270128495
leaf_weight=60 96 58 86 85 623 54 67 163 172 73 67 75 65 78 70 61 63 87 68 91 53
leaf_count=60 96 58 86 85 623 54 67 163 172 73 67 75 65 78 70 61 63 87 68 91 53
internal_value=0 0.00146871 0.00135427 0.0014513 0.0015759 0.00170168 0.00135711 0.00237718 0.00275839 0.00157024 0.00222194 0.00293679 0.00239713 0.00137066 0.00182086 0.0021541 0.00165777 0.00132409 0.000961998 0.00275073 0.00119189
internal_weight=0 1441 1381 1323 1238 1152 763 389 335 696 874 314 239 143 560 335 183 225 155 152 116
internal_count=2315 1441 1381 1323 1238 1152 763 389 335 696 874 314 239 143 560 335 183 225 155 152 116
is_linear=0
shrinkage=0.0130808


Tree=2092
num_leaves=27
num_cat=0
split_feature=1 52 52 47 14 0 43 43 0 1 49 1 51 1 12 157 13 42 1 150 43 52 0 43 0 13
split_gain=65.7185 13.7803 7.6888 7.03406 6.41796 4.58778 4.74017 3.34396 3.32227 3.01726 2.93137 3.72282 3.3517 2.22614 1.43845 1.39509 1.24193 2.11287 1.50951 1.07665 0.879503 0.763321 0.720579 0.522331 1.1586 0.601561
threshold=0.104035 -0.41304999999999997 0.12492500000000002 0.10372500000000003 0.054835000000000009 -0.072529999999999983 -0.082094999999999987 -0.084964999999999985 -0.036119999999999992 0.13075500000000004 -0.008964999999999999 0.085425000000000015 0.11452500000000002 0.11249000000000002 0.089765000000000025 -0.0045449999999999996 -0.033649999999999992 0.08350500000000001 0.079415000000000013 0.077585000000000001 0.20019500000000004 0.0029250000000000005 -0.049744999999999991 -0.041534999999999996 0.053930000000000006 -0.050754999999999995
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=4 -2 3 7 5 10 22 -3 9 13 11 19 14 -9 16 -8 17 -12 -18 -1 21 -16 -7 -17 25 -25
right_child=1 2 -4 -5 -6 6 15 8 -10 -11 12 -13 -14 -15 20 23 18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0023476121389264565 0.0026697878508467766 0.00047325803793133331 0.0021159820280167718 0.0019292671238916996 0.0034236151158916223 0.0019816375362565119 0.0028034863196099323 0.00085357468534103225 0.0017133624825088076 0.00048151110242090011 0.0021841459648386389 0.0017908367422802128 0.0019792125257530727 0.0016220162857366553 0.0024726098093066965 0.0025788612727703324 0.0027890231873130274 0.0027483993091291445 0.0032793851477925895 0.0028440936681404139 0.0022110860434141951 0.0027440302161299041 0.0015176774231426273 0.0019128770614108917 0.0026127202248698634 0.0023003886526763591
leaf_weight=78 61 83 70 68 62 52 63 62 55 69 59 73 54 54 170 54 184 381 66 60 52 155 52 59 52 67
leaf_count=78 61 83 70 68 62 52 63 62 55 69 59 73 54 54 170 54 184 381 66 60 52 155 52 59 52 67
internal_value=0 0.00143606 0.00127275 0.00112171 0.00254943 0.0025181 0.00225781 0.000951604 0.00111691 0.000939426 0.00259605 0.00229644 0.00265241 0.00121155 0.00268645 0.00243676 0.0027619 0.00267281 0.0029186 0.00256369 0.00254829 0.00260215 0.00174994 0.00233704 0.00226352 0.00211917
internal_weight=0 522 461 391 1793 1731 399 323 240 185 1332 211 1121 116 1067 295 690 440 250 138 377 325 104 232 178 126
internal_count=2315 522 461 391 1793 1731 399 323 240 185 1332 211 1121 116 1067 295 690 440 250 138 377 325 104 232 178 126
is_linear=0
shrinkage=0.00276112


Tree=2093
num_leaves=20
num_cat=0
split_feature=0 15 15 0 150 3 15 0 160 150 0 52 484 1 0 0 52 43 3
split_gain=1.55447 1.88118 2.56057 3.14956 1.50199 1.46511 1.43265 1.46472 1.39668 1.87462 1.39085 1.21699 0.883607 0.846456 1.89814 0.902957 0.581891 1.01875 0.702727
threshold=0.13134000000000004 0.03981500000000001 -0.0015749999999999998 0.047740000000000012 -0.088794999999999985 -0.14265999999999998 -0.45015499999999992 -0.036119999999999992 -0.079189999999999997 0.11614000000000001 -0.080434999999999993 -0.015319999999999999 -0.020124999999999994 0.090475000000000014 -0.077914999999999984 -0.088884999999999978 0.095040000000000027 -0.012014999999999998 -0.082484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -3 10 8 11 -10 -6 -8 -7 15 -15 -14 18 -18 -17
right_child=-2 5 3 -5 6 12 7 -9 9 -11 -12 -13 13 14 -16 16 17 -19 -20
leaf_value=0.0037407772935777626 0.0038939091838333991 0.0043694868392438625 -0.0019341252652017877 0.0017347499829218776 -0.0017027249725041253 0.0034764495904229934 0.0010707915450145528 -0.00054940372365691061 0.0016055951088854285 -0.0011108005467931137 0.0013871539050054611 0.003092609324741554 0.0037773613384390007 -0.0011811077067446396 0.0020965938037145779 0.001776337551896499 0.002365949875123066 9.724452844447483e-05 0.0030234854435719659
leaf_weight=58 61 54 96 85 52 72 79 57 632 53 61 212 56 53 95 252 74 79 134
leaf_count=58 61 54 96 85 52 72 79 57 632 53 61 212 56 53 95 252 74 79 134
internal_value=0 0.00164627 0.00132833 -0.000210354 0.00155977 0.00215282 0.00144926 0.00161159 0.00173795 0.00139521 -3.34258e-05 0.00254424 0.00200577 0.00186305 0.000921821 0.00209693 0.00192206 0.0011955 0.00220967
internal_weight=0 2254 1385 181 1204 869 1146 1033 976 685 113 291 815 743 148 595 539 153 386
internal_count=2315 2254 1385 181 1204 869 1146 1033 976 685 113 291 815 743 148 595 539 153 386
is_linear=0
shrinkage=0.0138815


Tree=2094
num_leaves=19
num_cat=0
split_feature=45 1453 15 15 1446 156 52 157 4 4 52 15 43 15 16 16 52 3
split_gain=1.55631 1.3744 1.54054 2.21819 1.37148 1.22314 2.08001 2.04259 1.26578 1.08474 1.38715 1.37665 0.969251 0.851001 0.748343 0.726242 0.671578 0.478231
threshold=1.0000000180025095e-35 -0.065549999999999983 -0.033689999999999991 -0.045404999999999994 0.083715000000000026 0.10299500000000002 -0.069694999999999993 -0.080299999999999996 -0.15450999999999995 -0.026269999999999998 -0.034054999999999995 -0.094449999999999992 0.22924500000000003 -0.071974999999999983 0.0048200000000000005 0.24579500000000001 0.14564000000000002 -0.012769999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 6 7 -4 -8 -3 11 17 16 -13 -10 -9 -12 -11
right_child=-2 2 4 -5 -6 -7 8 15 14 10 12 13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00037035662138204539 0.0029920193231290221 0.0021487014371764568 -0.0016586377322233828 -0.0013031588751293707 0.002719693080533592 0.0028583536562121572 0.0029167252376445033 0.0014655822232673909 0.0014018033817606887 -5.0732892169952087e-05 0.0015721391896377853 0.0011933440901620762 -0.00023938888771189335 -0.00040907121951984046 0.00019480744487231059 -0.00013243154847023743 0.00053172384690942367 -0.0015035275368371164
leaf_weight=76 52 79 53 57 85 56 63 89 788 56 335 149 52 54 67 55 96 53
leaf_count=76 52 79 53 57 85 56 63 89 788 56 335 149 52 54 67 55 96 53
internal_value=0 0.00107548 0.00112577 0.000788064 0.00137601 0.00127837 0.00119891 0.000177724 0.00141793 0.000924582 0.000802793 0.000233461 0.00117032 0.00076651 0.00130736 0.000854418 0.00134067 -0.00075821
internal_weight=0 2263 2187 931 1256 1171 1115 197 918 874 795 312 483 203 855 144 431 109
internal_count=2315 2263 2187 931 1256 1171 1115 197 918 874 795 312 483 203 855 144 431 109
is_linear=0
shrinkage=0.0109455


Tree=2095
num_leaves=29
num_cat=0
split_feature=12 13 12 133 156 15 150 0 0 43 13 151 42 0 157 483 133 13 13 43 0 42 12 0 13 0 13 12
split_gain=74.4204 23.9469 14.5126 12.6228 10.8332 8.52979 7.31067 4.67551 4.20108 3.83035 2.71702 1.30812 1.61835 2.23928 1.52572 1.17816 1.18241 1.49024 1.05371 0.967118 1.29653 0.981063 0.952745 0.82586 0.766037 0.733465 0.681521 0.523665
threshold=0.077755000000000005 -0.0016149999999999999 0.095330000000000012 -1.0000000180025095e-35 0.079145000000000007 -0.17677499999999999 1.0000000180025095e-35 -0.070064999999999975 -0.094709999999999989 -0.076554999999999984 -0.40078499999999995 -0.088329999999999978 0.084175000000000014 -0.071844999999999978 -0.081579999999999986 -1.0000000180025095e-35 0.085275000000000004 -0.084484999999999991 -0.014114999999999997 -0.072469999999999993 -0.074204999999999979 0.11819500000000001 0.097360000000000016 -0.096374999999999975 -0.0030199999999999997 -0.085764999999999994 -0.050149999999999993 0.091800000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 6 -4 7 -3 -7 18 -11 -2 14 15 -13 -14 25 -18 -5 20 -10 22 -21 -16 -24 -17 -25 -28
right_child=2 4 5 9 -6 8 -8 -9 19 10 -12 12 13 -15 23 16 17 -19 -20 21 -22 -23 24 26 -26 -27 27 -29
leaf_value=0.0029272594502094259 0.0033664789883349304 0.0033044832875654888 0.0020635024476074989 0.0021145807743273115 0.003795741633341006 0.0025274661570065088 0.0018371911341471853 0.0022418143394693857 0.0039053884311800206 0.0015667418688001282 0.00071813856768005802 0.0043108262252537881 0.0040477588091888889 0.003127540985334549 0.0034859908455839449 0.0038721691685693004 0.0030762527434062435 0.0036436728513330303 0.001567411986010285 0.0030032696927284656 0.0033201927212959865 0.0029113941303923591 0.003650575176311155 0.0041318632949570557 0.0032329944767105798 0.003581087142950733 0.003730800257540265 0.0040509135020065845
leaf_weight=63 95 101 57 62 84 59 73 52 53 61 64 53 66 68 65 166 61 107 56 52 80 57 82 59 69 134 251 54
leaf_count=63 95 101 57 62 84 59 73 52 53 61 64 53 66 68 65 166 61 107 56 52 80 57 82 59 69 134 251 54
internal_value=0 0.00235123 0.00351795 0.00178089 0.00291412 0.00311218 0.0025863 0.00294352 0.00324436 0.00148355 0.0011325 0.00369311 0.0037217 0.00362151 0.00384678 0.00368435 0.00363304 0.00343783 0.00185517 0.0033519 0.00355362 0.0032486 0.00334313 0.00378937 0.00345996 0.00374225 0.00384347 0.00378758
internal_weight=0 616 1688 306 310 509 226 153 452 243 125 1179 1084 602 482 534 468 168 118 393 133 260 203 429 151 300 364 305
internal_count=2304 616 1688 306 310 509 226 153 452 243 125 1179 1084 602 482 534 468 168 118 393 133 260 203 429 151 300 364 305
is_linear=0
shrinkage=0.00287267


Tree=2096
num_leaves=19
num_cat=0
split_feature=1 3 1 52 1 14 47 3 52 42 3 3 3 3 3 133 3 3
split_gain=119.487 31.484 8.20901 7.89493 7.73672 5.64372 5.58544 6.09769 4.65903 3.58682 3.08686 2.93619 2.16228 1.98007 1.76283 1.66982 1.39729 1.36496
threshold=0.104035 -0.058704999999999993 0.14741000000000001 -0.071919999999999984 0.096035000000000023 0.062655000000000016 0.10589000000000001 0.077930000000000013 -0.090234999999999996 0.11457500000000002 0.091170000000000015 -0.12077499999999998 -0.13795999999999997 -0.0035149999999999995 -0.077634999999999996 0.10137500000000001 -0.0092099999999999977 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 -2 5 9 7 16 -6 10 11 -1 -5 15 -11 -13 -3 -9
right_child=1 2 -4 12 8 -7 -8 17 -10 14 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.0019090862757565393 0.0024213671878854878 0.00037443214608386767 -0.00033078885054109203 0.0010301595171942032 0.0023204353736784363 0.0030843956885631429 0.0013751195853075426 0.0012279325135346035 0.0014153064418093919 0.0021810810937061488 0.0018277638795371125 0.0024067487968408492 0.0017294301662601679 0.0028602823200702303 0.0015427622480040234 0.0021530124078901276 -0.00015303451184909495 0.00068768764148858293
leaf_weight=82 72 70 56 55 54 58 58 52 94 53 69 1075 52 52 52 185 53 62
leaf_count=82 72 70 56 55 54 58 58 52 94 53 69 1075 52 52 52 185 53 62
internal_value=0 0.000956328 0.00052948 0.00179318 0.00228312 0.00233202 0.000692874 0.000525801 0.00174573 0.00230417 0.00233565 0.00236078 0.00137024 0.00238899 0.00186521 0.00236951 0.000146937 0.000934345
internal_weight=0 530 351 179 1774 1626 295 237 148 1568 1463 1394 107 1312 105 1260 123 114
internal_count=2304 530 351 179 1774 1626 295 237 148 1568 1463 1394 107 1312 105 1260 123 114
is_linear=0
shrinkage=0.0024518


Tree=2097
num_leaves=15
num_cat=0
split_feature=4 15 457 4 157 131 131 52 13 1212 4 15 15 15
split_gain=2.84349 3.84472 1.68331 1.4144 1.3707 1.16614 1.66997 1.60836 1.72151 1.33167 1.9152 1.1774 1.16496 1.14886
threshold=0.36766000000000004 -0.41880499999999993 0.11251000000000001 0.51326500000000019 -0.21914999999999998 0.090690000000000007 0.11644500000000001 0.51224500000000017 -0.16392499999999996 0.091315000000000021 -0.080429999999999988 0.091475000000000015 0.083885000000000015 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 7 12 8 -6 11 -11 -10 -7 -3
right_child=1 13 -4 -5 5 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.0032895848204229634 0.0027043025066374035 -0.0032036968135678379 -0.00075486046213492407 0.00018165358573241035 -0.0005661870144235496 0.0040989711386839912 0.00086091404579127079 -0.00077841483575362327 0.001793667915119675 -0.0014350355005906879 0.0016267262755948204 0.00079829585512017419 0.0017822645466085327 -0.00050431103452042462
leaf_weight=71 69 52 54 78 68 87 82 56 1203 59 78 234 61 52
leaf_count=71 69 52 54 78 68 87 82 56 1203 59 78 234 61 52
internal_value=0 3.11256e-05 0.00147769 0.00136669 0.00153807 0.0014735 0.00233129 0.00135723 0.00143015 0.00151648 0.000307158 0.00163168 0.00314504 -0.00185532
internal_weight=0 251 2053 147 1999 1928 230 1698 1642 1574 137 1437 148 104
internal_count=2304 251 2053 147 1999 1928 230 1698 1642 1574 137 1437 148 104
is_linear=0
shrinkage=0.0128244


Tree=2098
num_leaves=19
num_cat=0
split_feature=1 0 0 403 2 16 0 0 15 0 0 43 3 3 150 160 2 2
split_gain=2.04417 2.37765 2.23898 2.07314 1.86252 1.82868 3.4959 3.34824 3.16172 1.94832 1.93783 1.23129 1.21083 1.20122 1.05699 1.62713 0.893085 0.537129
threshold=0.096035000000000023 -0.14310999999999999 -0.10891999999999999 -0.53317999999999988 0.089625000000000024 -0.082559999999999981 -0.10120999999999998 -0.083804999999999977 -0.41880499999999993 0.0037850000000000002 -0.14582499999999995 -0.080989999999999993 -0.055389999999999988 -0.064294999999999977 0.083205000000000015 -0.52850499999999989 0.096930000000000016 0.093765000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 10 -7 -8 11 -2 -9 14 -13 15 -5 -17 -14
right_child=5 2 3 12 -6 7 8 9 -10 -11 -12 13 17 -15 -16 16 -18 -19
leaf_value=0.0014166152117144732 -0.0001619754477366221 -0.0011040617947919175 -0.00084142563130154926 -0.00089913993938420679 0.004343038576438427 -0.00095224350002718206 0.00028030250357265684 0.003744381954113263 -0.0032662638066614652 0.00018142197753418722 0.0024634201618685503 0.00066717724021140049 0.0032399746279758285 0.0027494713281453688 0.0023258547199867695 0.0013354558239153727 0.00051891312844554258 0.0017336541712358251
leaf_weight=62 89 60 65 54 56 92 64 53 72 92 66 77 53 73 98 867 229 82
leaf_count=62 89 60 65 54 56 92 64 53 72 92 66 77 53 73 98 867 229 82
internal_value=0 0.00121796 0.00109358 0.00118473 0.00280648 0.000458417 -0.000236899 0.000981573 -0.00159638 0.00158508 0.000955135 0.00222061 0.00128004 0.00168139 0.00116681 0.00106793 0.00116496 0.00232594
internal_weight=0 1626 1508 1448 118 678 291 387 136 295 155 203 1383 150 1248 1150 1096 135
internal_count=2304 1626 1508 1448 118 678 291 387 136 295 155 203 1383 150 1248 1150 1096 135
is_linear=0
shrinkage=0.0116154


Tree=2099
num_leaves=11
num_cat=0
split_feature=13 4 156 4 156 34 15 11 4 13
split_gain=2.17898 3.36659 1.56139 2.47312 2.03629 1.1843 1.99965 2.50665 1.5275 0.880678
threshold=-0.48634999999999995 0.51326500000000019 0.10788500000000002 0.42098500000000005 0.12794000000000003 -0.0011599999999999998 -0.12431499999999999 0.078340000000000007 -0.37626499999999991 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 9 8 -8 -7
right_child=1 -3 4 -5 -6 6 7 -9 -10 -11
leaf_value=0.0037691074616345915 0.0030957398001368206 -0.002183567640532721 0.0048060311278886386 -0.0017389749329895696 0.00077934318864458698 0.0013976228330956875 0.002870817236775632 -0.0016167371755611882 0.00088389183349739582 0.003607932712909085
leaf_weight=59 58 69 52 68 53 70 85 81 1627 82
leaf_count=59 58 69 52 68 53 70 85 81 1627 82
internal_value=0 0.000956418 0.00105606 0.000968832 0.00277498 0.00106084 0.00100008 0.000865118 0.000982632 0.00259104
internal_weight=0 2245 2176 2071 105 2003 1945 1793 1712 152
internal_count=2304 2245 2176 2071 105 2003 1945 1793 1712 152
is_linear=0
shrinkage=0.0144423


Tree=2100
num_leaves=17
num_cat=0
split_feature=1 3 39 3 0 0 13 43 1 11 43 43 51 0 13 133
split_gain=61.3418 11.4036 5.6979 4.14964 4.15174 3.45693 2.94964 2.31267 2.25494 3.64864 2.72468 1.70359 1.66149 1.93532 1.68041 1.12674
threshold=0.104035 0.31343500000000007 0.087735000000000021 0.10323000000000002 0.12539500000000003 -0.12324999999999998 0.046185000000000004 -0.073959999999999984 0.094790000000000013 0.077290000000000011 -0.077274999999999996 -0.0070549999999999996 -0.095799999999999982 -0.13972999999999997 -0.0034149999999999996 0.11588000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 8 -2 11 -4 9 12 -10 -7 14 -14 -1 -15
right_child=1 -3 7 -5 -6 6 -8 -9 10 -11 -12 -13 13 15 -16 -17
leaf_value=0.0015836380368766895 0.00096410243110328436 0.00011687790525627174 0.00049448776038488326 0.0013022654686048792 0.0013449330240116885 0.0015523204717878679 0.0010889063244679078 0.0011927721291495885 0.0012905040762942722 0.0027442032755036513 0.0020354818183516707 0.0021312663864120293 0.0017013356998130948 0.0021795495550066398 0.0021429298368120546 0.0019663184622161333
leaf_weight=87 93 83 91 52 55 93 62 53 53 63 101 59 74 1080 68 212
leaf_count=87 93 83 91 52 55 93 62 53 53 63 101 59 74 1080 68 212
internal_value=0 0.00102129 0.00118767 0.00204281 0.00206427 0.00139208 0.00157794 0.000751692 0.00208701 0.00211692 0.00177928 0.00177723 0.00209091 0.00212059 0.00182919 0.00214458
internal_weight=0 534 451 1845 1793 307 214 144 1738 1584 154 152 1521 1366 155 1292
internal_count=2379 534 451 1845 1793 307 214 144 1738 1584 154 152 1521 1366 155 1292
is_linear=0
shrinkage=0.00265391


Tree=2101
num_leaves=17
num_cat=0
split_feature=4 2 11 39 13 2 4 16 10 15 15 133 4 13 160 16
split_gain=123.236 29.3917 15.3978 14.2734 12.0597 10.0558 6.7768 4.05057 3.84557 3.32627 3.25173 3.0469 2.68921 3.64217 2.33157 1.39504
threshold=0.30163500000000004 0.14492000000000002 1.0000000180025095e-35 0.085495000000000015 -0.15310499999999996 0.097145000000000023 0.005935000000000001 -0.069144999999999984 -1.0000000180025095e-35 -0.46319999999999995 -0.066639999999999991 0.086345000000000019 -0.44205499999999992 -0.077849999999999989 -1.0000000180025095e-35 -0.42004999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 12 14 -2 -10 -9 -5 -6 -14 -8 -11
right_child=8 -3 5 11 6 -7 7 10 9 15 -12 -13 13 -15 -16 -17
leaf_value=0.0021362844440716384 0.00064049002597232625 0.0014408809914997825 0.0050122817226178314 0.0028003074241155865 0.0040626197376388284 0.003529857442185928 0.0037844717963201823 0.0030484387822108262 0.0019142455508915526 0.0014565627864560257 0.0021771938991555721 0.0019512834909960455 0.0036518391209939788 0.0033598787379382675 0.003117784306731256 0.00086698614894442855
leaf_weight=57 52 61 70 79 65 70 60 84 82 70 54 55 573 768 124 55
leaf_count=57 52 61 70 79 65 70 60 84 82 70 54 55 573 768 124 55
internal_value=0 0.00333056 0.00338653 0.00332196 0.00338725 0.00427128 0.0034285 0.00306646 0.00131276 0.0014815 0.00270773 0.00245205 0.00351139 0.00348465 0.00333534 0.00119738
internal_weight=0 2120 2059 1919 1785 140 1728 322 259 207 138 134 1406 1341 184 125
internal_count=2379 2120 2059 1919 1785 140 1728 322 259 207 138 134 1406 1341 184 125
is_linear=0
shrinkage=0.00276112


Tree=2102
num_leaves=24
num_cat=0
split_feature=1 2 3 2 4 2 2 3 51 3 13 52 51 16 13 2 1 403 13 2 2 3 1429
split_gain=105.17 21.6326 9.76921 8.90363 7.01361 6.17621 5.32174 4.84137 5.1183 3.03979 5.13856 3.02823 2.92354 2.8818 2.94874 2.48583 2.44924 1.12943 0.923326 1.09844 0.81353 0.690112 0.652085
threshold=0.104035 0.14823500000000003 -0.048154999999999996 -1.0000000180025095e-35 0.24099500000000004 0.10575500000000002 0.10859000000000001 -0.067429999999999976 0.07955000000000001 -0.14162499999999997 0.084330000000000016 -0.064819999999999989 -0.095799999999999982 0.014185000000000001 -0.0063399999999999993 0.090050000000000005 0.11646000000000002 -0.036909999999999991 -0.06457499999999998 0.09772500000000002 0.098365000000000022 -0.081814999999999985 0.083985000000000018
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 5 -4 7 16 -5 9 13 10 -1 -8 -11 14 -9 17 -2 21 19 -17 -20 -14 -19
right_child=1 -3 3 6 -6 -7 11 8 -10 12 -12 -13 15 -15 -16 18 -18 22 20 -21 -22 -23 -24
leaf_value=0.0041309915319740339 0.0032484798610954557 0.00030095524620131459 0.00079386473980906376 0.0026164221359314421 0.0021576564236537431 0.001768779047828396 0.0011296639215152395 0.0028686208723259364 0.0021752788551073808 0.0026688942416095984 0.0030255858914638688 0.0019357568191345482 0.0030452163785179122 0.0026153191389055482 0.0036271964937316286 0.0029557174295878727 0.0024012760295176214 0.0032826106423491886 0.0029449174235119907 0.0034319170981046798 0.0025230328189232705 0.0033811098961801359 0.0036113262096583087
leaf_weight=63 53 76 80 55 64 70 60 87 79 102 66 88 265 102 72 131 52 489 106 53 54 59 53
leaf_count=63 53 76 80 55 64 70 60 87 79 102 66 88 265 102 72 131 52 489 106 53 54 59 53
internal_value=0 0.00166567 0.00189207 0.00157465 0.00305724 0.0024052 0.00188221 0.00308954 0.00279243 0.00315963 0.00356566 0.00160916 0.00311968 0.00297912 0.00321231 0.00315766 0.00282919 0.0032369 0.00295809 0.00309304 0.00280272 0.00310647 0.00331481
internal_weight=0 534 458 283 1845 175 203 1781 340 1441 129 148 1312 261 159 1210 105 866 344 184 160 324 542
internal_count=2379 534 458 283 1845 175 203 1781 340 1441 129 148 1312 261 159 1210 105 866 344 184 160 324 542
is_linear=0
shrinkage=0.00276112


Tree=2103
num_leaves=21
num_cat=0
split_feature=1 2 4 2 4 12 3 3 2 3 16 1 52 4 1212 133 1 3 1 12
split_gain=139.981 28.4405 14.4345 9.79541 7.4994 5.83722 5.67902 5.31684 3.09971 3.74083 2.66546 2.59587 2.12244 1.88133 1.51376 2.73676 1.42425 1.34518 1.20164 1.18636
threshold=0.104035 0.14870000000000003 0.41181500000000004 0.10746500000000002 0.26450500000000005 0.11844 0.091170000000000015 -0.07793499999999999 0.090000000000000011 -0.13392999999999997 -0.0060199999999999993 0.13075500000000004 -0.065699999999999981 -0.082084999999999977 0.041590000000000009 0.0061750000000000008 0.083065000000000014 -0.094679999999999986 0.093595000000000025 0.090135000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 5 6 8 -2 9 -1 -9 -4 -5 16 18 -16 -10 -15 -11 -19
right_child=1 -3 11 12 -6 -7 -8 10 13 14 -12 -13 -14 17 15 -17 -18 19 -20 -21
leaf_value=0.0038244334855304899 0.0030686133327984997 -8.7442068116771244e-06 0.0013961880212851902 0.0011559103778906123 0.0020322442523660542 0.0022383848759542154 0.0023931798707250017 0.0016947884758606077 0.002963358198628079 0.003222796014944399 0.0025191017169831991 0.00075107455011578963 0.0018734082615245509 0.0024771710741061351 0.0031119872103421431 0.0024317087140318448 0.0035518519146654987 0.0030996350231713788 0.002902335287890156 0.0028139618834363408
leaf_weight=56 64 75 103 61 54 63 86 52 61 673 55 72 52 55 152 55 53 153 92 292
leaf_count=56 64 75 103 61 54 63 86 52 61 673 55 72 52 55 152 55 53 153 92 292
internal_value=0 0.00147634 0.00171906 0.00208137 0.00298915 0.00301798 0.00304639 0.00247442 0.00308058 0.00316829 0.00211876 0.00113093 0.00148633 0.0029337 0.00313046 0.00293137 0.0032372 0.00286444 0.00318429 0.00291224
internal_weight=0 534 459 284 1845 1791 1728 171 1642 1028 107 175 113 614 972 207 114 500 765 445
internal_count=2379 534 459 284 1845 1791 1728 171 1642 1028 107 175 113 614 972 207 114 500 765 445
is_linear=0
shrinkage=0.00260187


Tree=2104
num_leaves=20
num_cat=0
split_feature=1 3 4 47 4 11 13 3 11 0 0 3 0 4 0 4 4 160 15
split_gain=86.1678 18.6401 10.4121 8.69389 6.24368 6.88913 4.40482 5.31938 4.13943 3.17571 3.34292 2.93992 2.78496 2.75678 2.20488 2.16206 1.82016 1.48998 0.439197
threshold=0.104035 0.31370500000000007 -0.11205499999999999 0.085770000000000027 0.26450500000000005 1.0000000180025095e-35 0.060910000000000013 -0.031844999999999991 0.084680000000000019 -0.10891999999999999 -0.14310999999999999 -0.046989999999999997 0.09395000000000002 0.0030100000000000001 -0.10220499999999998 -0.0025749999999999996 -0.17689999999999997 -0.085194999999999979 -0.074959999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 9 7 -4 -7 10 -1 -5 13 15 -9 16 -11 -15 -19
right_child=1 -3 3 11 -6 8 -8 14 -10 12 -12 -13 -14 17 -16 -17 -18 18 -20
leaf_value=0.0023374019566475778 0.0024097829272727261 3.3820574009954855e-05 0.0018282494384581364 0.0022192040220709768 0.0015323344578749298 0.0035405957196332164 0.00035020153063068221 0.0012281560621005072 0.0025412608660760425 0.0029421707042514523 0.0014858079732455903 0.0013898465639025674 0.0018457415098379185 0.0025788148302905447 0.00061812756902129395 0.0028955571650385748 0.0024414128362611077 0.0021963560998773087 0.0019384873517435668
leaf_weight=79 62 77 61 66 54 58 55 81 55 52 52 52 55 52 80 85 1116 101 86
leaf_count=79 62 77 61 66 54 58 55 81 55 52 52 52 55 52 80 85 1116 101 86
internal_value=0 0.00121846 0.001418 0.00126226 0.00240541 0.00243172 0.0010101 0.00117347 0.00305444 0.00238977 0.00199958 0.00185396 0.00242279 0.00244404 0.000925209 0.00249305 0.00246373 0.00218701 0.00207791
internal_weight=0 534 457 395 1845 1791 277 222 113 1678 131 118 1547 1492 161 1253 1168 239 187
internal_count=2379 534 457 395 1845 1791 277 222 113 1678 131 118 1547 1492 161 1253 1168 239 187
is_linear=0
shrinkage=0.00260187


Tree=2105
num_leaves=12
num_cat=0
split_feature=40 3 4 11 3 3 3 3 3 4 16
split_gain=5.10323 3.3576 1.89181 1.59946 1.89463 1.59127 1.13092 1.80985 1.32651 0.915873 1.00643
threshold=0.0064400000000000004 0.31370500000000007 0.26900000000000007 1.0000000180025095e-35 -0.23746499999999995 0.12566000000000002 0.094285000000000008 0.06269000000000001 -0.0088599999999999981 0.50973500000000016 -0.44010499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 10 -4
right_child=-2 -3 9 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0017139384839767512 -0.0020196463010723645 -0.00095597362078856285 0.00086794914245109619 0.0012541317406719937 0.0040607032879111018 0.0035988784242387659 0.00027920456777911107 0.0037209411376675477 7.3517786269243279e-06 0.0017550705686801946 -0.0011834059011004104
leaf_weight=1636 53 66 85 52 87 59 77 59 64 66 52
leaf_count=1636 53 66 85 52 87 59 77 59 64 66 52
internal_value=0 0.00162486 0.00170106 0.00180781 0.00301166 0.00171944 0.00165898 0.0017193 0.00164976 0.000630903 8.84275e-05
internal_weight=0 2303 2237 2034 139 1895 1836 1759 1700 203 137
internal_count=2356 2303 2237 2034 139 1895 1836 1759 1700 203 137
is_linear=0
shrinkage=0.0116154


Tree=2106
num_leaves=28
num_cat=0
split_feature=1 3 4 2 14 160 15 2 4 1 2 4 151 160 160 12 12 13 2 51 3 2 12 2 15 15 2
split_gain=109.441 26.7853 9.80255 9.32257 7.26792 5.27936 6.85162 4.87583 3.37789 2.73636 2.3773 2.36473 2.17981 1.76517 2.77069 2.20141 1.49824 1.83748 1.11317 1.44421 0.982244 0.953298 1.02115 0.953242 0.841549 0.704447 0.690647
threshold=0.10124500000000002 -0.049204999999999992 0.30163500000000004 0.14721500000000001 0.062655000000000016 -0.077609999999999985 -0.076519999999999991 0.092365000000000017 -0.039459999999999995 0.085425000000000015 0.12454500000000002 0.27287000000000006 -0.00016499999999999997 0.0065900000000000012 0.10323500000000001 0.084345000000000017 0.083785000000000012 -0.085764999999999994 0.084245000000000014 -0.085504999999999984 -0.073309999999999986 0.10097500000000002 0.097360000000000016 0.096685000000000007 0.088005000000000014 0.093935000000000005 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 5 7 -3 11 9 -2 16 13 -7 -11 15 -15 -9 17 -1 -18 -20 24 23 -23 -17 -14 -26 -21
right_child=1 3 -4 -5 -6 6 -8 10 -10 12 -12 -13 20 14 -16 21 18 -19 19 26 -22 22 -24 -25 25 -27 -28
leaf_value=0.002813692661810347 0.0029687742664975159 0.0018951021262509219 0.0013787497943333158 0.00016504342805518562 0.0036280520799738089 0.0010580734816629251 0.0016737688033235168 0.0020900588718063013 0.0021963767466871911 0.0022038476299145564 0.0020656464274670266 0.00040789924805236172 0.0024431774333049383 0.0032169119456932297 0.0024344320837755666 0.0026176924013809129 0.0026063076702136398 0.0034412169448974181 0.0032985992248081675 0.0031308731230008089 0.0030239442582613964 0.0030128892083332026 0.0025722496289794176 0.0022123115581797249 0.0029045155738525157 0.0025307493813831743 0.0028287426958424353
leaf_weight=55 67 62 69 65 61 72 76 68 83 63 63 74 82 66 54 102 99 70 55 57 60 59 86 62 94 53 479
leaf_count=55 67 62 69 65 61 72 76 68 83 63 63 74 82 66 54 102 99 70 55 57 60 59 86 62 94 53 479
internal_value=0 0.00147593 0.00217532 0.00103698 0.00276135 0.00123644 0.00105237 0.00273072 0.00254156 0.00282482 0.00253459 0.00072872 0.00263603 0.00259397 0.00286502 0.00250763 0.00290632 0.00316532 0.00285936 0.0029017 0.00273015 0.00259943 0.00275173 0.0024646 0.00265305 0.00276994 0.00286092
internal_weight=0 568 219 349 1788 284 222 1727 150 1167 560 146 352 497 120 377 815 125 690 591 289 309 145 164 229 147 536
internal_count=2356 568 219 349 1788 284 222 1727 150 1167 560 146 352 497 120 377 815 125 690 591 289 309 145 164 229 147 536
is_linear=0
shrinkage=0.00255085


Tree=2107
num_leaves=19
num_cat=0
split_feature=1 13 16 52 147 16 16 1 160 132 132 155 474 133 159 47 49 13
split_gain=5.02994 2.15734 2.42268 3.53619 4.171 2.53363 1.81113 1.47907 1.22061 0.742627 1.13365 0.613402 0.721278 1.78414 0.83352 0.723519 0.653798 0.421107
threshold=0.09518500000000002 0.17001000000000002 0.058765000000000005 0.12431000000000002 0.087070000000000022 -0.062394999999999992 -0.123625 0.11604000000000002 -0.53447999999999996 0.10240500000000001 0.079320000000000015 0.089885000000000007 0.085295000000000024 0.085880000000000012 0.078675000000000009 0.078875000000000015 0.076585000000000014 -0.11255999999999998
decision_type=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 17 -4 -1 10 11 12 14 -14 15 -10 -16 -2
right_child=1 -3 7 -5 -6 -7 -8 -9 9 -11 -12 -13 13 -15 16 -17 -18 -19
leaf_value=0.0036590645897255909 -0.0017213426549854457 -0.0017956408946886455 0.0011240610861316771 0.0025492920723413134 0.0030512539769075139 -0.0025548185731419796 0.0015771087005188877 0.0035151778845981751 0.0017747947575879905 0.00072662503782979361 0.0033106745620484486 0.00054525441903634903 -0.00012448218331827016 0.0025993700253596707 0.0020874485200357141 0.0029423935675331027 0.0037907926205309958 -0.00031339669065455402
leaf_weight=62 55 53 97 93 53 89 73 71 1002 87 88 56 86 68 76 92 68 87
leaf_count=62 55 53 97 93 53 89 73 71 1002 87 88 56 86 68 76 92 68 87
internal_value=0 0.000637934 0.000846856 0.000365505 -0.000203005 -0.000770801 -3.16764e-05 0.00213539 0.00192546 0.00185916 0.00192322 0.0018388 0.00189075 0.00107739 0.00199182 0.00187311 0.00289274 -0.000859673
internal_weight=0 671 618 450 357 304 215 168 1685 1623 1536 1448 1392 154 1238 1094 144 142
internal_count=2356 671 618 450 357 304 215 168 1685 1623 1536 1448 1392 154 1238 1094 144 142
is_linear=0
shrinkage=0.0125729


Tree=2108
num_leaves=13
num_cat=0
split_feature=15 2 3 12 447 15 2 3 49 157 47 2
split_gain=85.9476 45.3125 25.0539 16.874 6.83513 5.69236 4.74717 4.88007 4.20931 3.1229 2.33113 0.537829
threshold=-0.24269999999999997 0.14271500000000001 0.11191000000000002 -0.085209999999999994 0.085205000000000017 -0.46319999999999995 0.090115000000000015 -0.14162499999999997 -0.080464999999999995 -0.069619999999999987 0.091210000000000013 0.113165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 -1 7 -5 -8 -10 -9 -4
right_child=1 -3 11 4 -6 -7 8 10 9 -11 -12 -13
leaf_value=0.0017119534169066507 0.0021594370190227983 0.0011910810130665633 0.0021186475073467857 0.0040707928925335516 0.0023961888535640194 0.00085807454490665312 0.0024607524359127478 0.003350762550023363 0.0036003279934571672 0.0030761927091585671 0.0030130351284281438 0.0017622162669945227
leaf_weight=101 95 77 52 53 59 88 60 955 79 541 143 53
leaf_count=101 95 77 52 53 59 88 60 955 79 541 143 53
internal_value=0 0.00303874 0.0031068 0.00316856 0.00321927 0.00131452 0.00324578 0.003342 0.00308286 0.00314302 0.0033068 0.00193898
internal_weight=0 2167 2090 1985 1890 189 1831 1151 680 620 1098 105
internal_count=2356 2167 2090 1985 1890 189 1831 1151 680 620 1098 105
is_linear=0
shrinkage=0.0024518


Tree=2109
num_leaves=29
num_cat=0
split_feature=3 2 2 0 15 3 2 43 15 3 0 15 43 0 42 13 16 43 42 42 43 42 42 16 402 42 2 133
split_gain=82.3938 22.8354 20.2246 14.0866 7.62214 5.94488 5.13045 5.09701 4.72399 4.41023 3.8785 3.87543 3.31743 2.59941 2.79873 2.69471 2.24022 1.6607 2.00255 0.997467 1.70227 1.33488 1.01184 0.708058 0.566997 0.754798 0.460166 0.736232
threshold=-0.052614999999999995 0.10859000000000001 -1.0000000180025095e-35 -0.069389999999999993 -0.088774999999999979 0.20828500000000003 0.090225000000000014 -0.066864999999999994 -0.0053099999999999996 -0.107915 -0.14766999999999997 -0.077134999999999995 -0.082354999999999984 -0.093659999999999979 0.086195000000000008 -0.08231999999999999 -0.071629999999999985 0.024635000000000004 0.090625000000000025 0.088345000000000021 -0.026594999999999997 0.090515000000000012 0.084715000000000013 -0.077589999999999978 0.085765000000000022 0.08975000000000001 0.099145000000000025 0.024130000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 7 9 -3 10 -1 -4 -9 -6 14 -8 -15 23 18 -14 20 22 -21 -18 24 25 -11 27 -17
right_child=1 5 8 4 12 -7 13 11 -10 16 -12 -13 17 15 -16 26 19 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0042548583196250558 0.0017407522900088491 0.0014091584871445718 0.002432843478207802 0.0020513807433446283 0.0026583526091277848 0.0010810573661283202 0.0025300911106730913 0.0018459900489340752 0.0036099109722934975 0.0037148676016222084 0.0032466083178808165 0.002831669715403484 0.0036994549289403838 0.0039492105487649674 0.003400378424071026 0.002997045357036785 0.0032496815800316077 0.0028820103153330431 0.0031434290924242819 0.0029833380824005403 0.0039365214247498266 0.0035058947425052576 0.003657238918802987 0.0040251177664593196 0.0038956930883091438 0.0033891561936290446 0.0035336224027300834 0.0033781084688208379
leaf_weight=87 100 69 77 52 74 73 53 58 97 300 90 55 93 61 52 58 94 52 92 58 69 89 83 58 94 63 53 102
leaf_count=87 100 69 77 52 74 73 53 58 97 300 90 55 93 61 52 58 94 52 92 58 69 89 83 58 94 63 53 102
internal_value=0 0.00233105 0.00275782 0.00345887 0.00299342 0.00172174 0.00358182 0.00197856 0.00314296 0.00368217 0.00287157 0.002326 0.00315084 0.0033183 0.00296136 0.00345498 0.00362726 0.0033045 0.0034231 0.00347535 0.00358007 0.00329991 0.00344096 0.00374313 0.00370728 0.00365842 0.00331331 0.00324015
internal_weight=0 619 364 1737 363 255 1374 182 264 995 167 113 311 379 105 274 908 237 185 393 246 147 177 515 457 363 213 160
internal_count=2356 619 364 1737 363 255 1374 182 264 995 167 113 311 379 105 274 908 237 185 393 246 147 177 515 457 363 213 160
is_linear=0
shrinkage=0.00265391


Tree=2110
num_leaves=22
num_cat=0
split_feature=1 3 4 3 4 3 124 3 0 3 0 133 4 15 158 4 16 4 0 159 16
split_gain=101.849 29.3874 16.1803 12.7044 5.13255 5.11667 4.4047 3.30509 3.10015 3.95915 5.24255 2.71719 3.26222 2.71051 1.48932 1.59251 1.82413 1.47102 0.976263 0.87928 0.783127
threshold=0.10141500000000002 -0.036004999999999988 0.41257000000000005 0.31534000000000006 0.24099500000000004 0.045635000000000002 -0.082654999999999992 0.12031000000000001 -0.066849999999999979 0.085315000000000016 -0.14989499999999997 -0.026654999999999995 -0.47860499999999995 -0.035449999999999988 0.07968500000000002 0.043850000000000007 -0.10803999999999998 -0.0062699999999999987 -0.066264999999999991 0.093660000000000007 -0.046599999999999996
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=4 2 13 5 8 6 -3 -7 9 10 -1 -10 -13 18 15 17 -17 -12 -2 -16 -14
right_child=1 3 -4 -5 -6 7 -8 -9 11 -11 14 12 20 -15 19 16 -18 -19 -20 -21 -22
leaf_value=0.0035178646797888583 0.0024489830918344711 0.0013419866327279337 0.00091739242501276126 -6.1141283365176717e-05 0.0018784953421757836 0.0020289188283118334 0.00047553940837283194 0.0011957885130532368 0.0019099616810003489 0.0020919272199799843 0.0026721068813191692 0.0029695919673939641 0.0025813467078045064 0.0028283579584927041 0.003148968758096901 0.0027404202529140434 0.0021112578190926861 0.0029111148222352346 0.001959734778840292 0.0027197283536968321 0.0021961729395146377
leaf_weight=53 52 68 55 63 53 54 80 67 52 61 879 76 52 76 75 55 62 201 52 52 97
leaf_count=53 52 68 55 63 53 54 80 67 52 61 879 76 52 76 75 55 62 201 52 52 97
internal_value=0 0.00142849 0.0021053 0.000949335 0.00264668 0.00118609 0.000873817 0.00156782 0.00267041 0.00271723 0.00274491 0.00242724 0.00254667 0.00246812 0.00271395 0.0026864 0.00240725 0.00271661 0.00220462 0.00297343 0.00233078
internal_weight=0 567 235 332 1768 269 148 121 1715 1438 1377 277 225 180 1324 1197 117 1080 104 127 149
internal_count=2335 567 235 332 1768 269 148 121 1715 1438 1377 277 225 180 1324 1197 117 1080 104 127 149
is_linear=0
shrinkage=0.00250084


Tree=2111
num_leaves=11
num_cat=0
split_feature=2 147 9 2 151 3 3 52 12 15
split_gain=7.75651 2.55333 2.97765 3.41279 2.02236 2.17154 2.47029 2.44179 1.90223 0.979862
threshold=0.16002500000000003 0.089365000000000014 1.0000000180025095e-35 -0.0091949999999999983 0.085465000000000013 0.10703500000000001 -0.15002999999999997 -0.046924999999999988 -0.081314999999999985 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8 -7
right_child=-2 -3 -4 4 -6 9 8 -9 -10 -11
leaf_value=-0.00093566344434979848 -0.0025524604430982667 -0.0001020749350249398 0.0045056581868471723 0.0020222673499720898 0.00413621583539708 -0.00080645054790953491 0.0036901146180964841 -0.00095616114148592494 0.0020791329760131171 0.0014715171083468875
leaf_weight=56 55 82 66 82 62 54 110 73 1643 52
leaf_count=56 55 82 66 82 62 54 110 73 1643 52
internal_value=0 0.00194917 0.00202575 0.00194892 0.00202679 0.00196179 0.0020535 0.000618708 0.00218029 0.00030985
internal_weight=0 2280 2198 2132 2076 2014 1908 155 1753 106
internal_count=2335 2280 2198 2132 2076 2014 1908 155 1753 106
is_linear=0
shrinkage=0.0118477


Tree=2112
num_leaves=24
num_cat=0
split_feature=1 12 1 2 13 43 3 12 11 43 2 48 43 2 13 12 3 475 2 484 1 133 133
split_gain=58.4475 15.2715 12.4942 10.4681 3.59854 3.20348 6.20632 3.11068 3.07369 2.81867 2.68755 2.65387 2.6148 1.84606 1.39914 2.0958 1.34308 1.06798 0.8526 1.14639 0.514733 0.617876 0.330014
threshold=0.12007000000000002 0.077755000000000005 0.087070000000000022 0.14983000000000005 -0.072559999999999986 -0.049364999999999992 0.11745500000000002 0.092855000000000007 1.0000000180025095e-35 0.0066850000000000008 0.093255000000000018 0.083830000000000002 0.099260000000000015 0.09678500000000001 0.17982000000000001 0.11721500000000001 -0.154195 -0.085024999999999989 0.087675000000000017 -0.08176499999999999 0.098700000000000024 -0.039759999999999997 0.0035300000000000006
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=1 2 10 4 -2 11 13 8 9 17 -1 -4 -11 -7 15 16 -9 -3 19 -19 21 -18 -20
right_child=3 7 5 -5 -6 6 -8 14 -10 12 -12 -13 -14 -15 -16 -17 20 18 22 -21 -22 -23 -24
leaf_value=0.0029008528018034233 0.00082669286553552375 0.0022102128082527647 0.00078138503011760774 -8.6644457117707218e-05 0.0015829725306650624 0.0017581261742110031 0.0010136736883645183 0.0019144844874849783 0.0030117865505757558 0.001671898076807528 0.0021723627242014303 0.001597872935491271 0.0024856357638868322 0.0024026097650883295 0.0027049952916556657 0.0018010279199609336 0.0026015834551012238 0.0022464528853677361 0.0023059708172456766 0.0026650170214832002 0.0021215184979952238 0.0023362198572986705 0.0025078596619048077
leaf_weight=69 82 67 53 55 97 59 52 55 85 55 75 60 57 68 52 66 82 52 92 482 58 286 176
leaf_count=69 82 67 53 55 97 59 52 55 85 55 75 60 57 68 52 66 82 52 92 482 58 286 176
internal_value=0 0.002324 0.00188156 0.00092552 0.00123668 0.00156581 0.00178701 0.00243984 0.00252608 0.00248397 0.00252163 0.00121517 0.00208629 0.00210343 0.00228632 0.00224646 0.00230752 0.00253519 0.00256231 0.00262431 0.0023582 0.00239543 0.00243866
internal_weight=0 2101 436 234 179 292 179 1665 1066 981 144 113 112 127 599 547 481 869 802 534 426 368 268
internal_count=2335 2101 436 234 179 292 179 1665 1066 981 144 113 112 127 599 547 481 869 802 534 426 368 268
is_linear=0
shrinkage=0.00265391


Tree=2113
num_leaves=16
num_cat=0
split_feature=2 30 13 2 2 150 0 14 2 0 49 43 147 0 16
split_gain=43.0333 20.5713 16.6253 12.9099 7.51242 9.37727 7.40202 5.30275 2.82582 2.24898 2.15792 1.76641 1.69749 1.31738 1.12321
threshold=0.12051500000000002 1.0000000180025095e-35 -0.16392499999999996 0.16002500000000003 0.09857500000000001 1.0000000180025095e-35 -0.084114999999999981 0.076975000000000002 -0.0091949999999999983 -0.14454499999999995 0.0060900000000000008 0.057265000000000003 0.085050000000000014 -0.080584999999999976 0.25032500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 7 9 -2 8 -4 -6 -8 13 14 -11 -10
right_child=3 -3 4 -5 5 -7 10 -9 12 11 -12 -13 -14 -15 -16
leaf_value=0.0013061072826000789 0.00090820663629609529 0.0010035439846727892 0.002127765481675791 0.00018835866451346995 0.0019480111292188189 0.0012510221249426422 0.0017448073967145665 0.0035350322766571286 0.0027458353018015944 0.0022842480416171117 0.0024404348209523261 0.0020989810624806931 0.002229090865334175 0.0027670462884496886 0.0024711376937450761
leaf_weight=73 64 63 66 55 54 55 82 55 1251 55 55 52 54 179 122
leaf_count=73 64 63 66 55 54 55 82 55 1251 55 55 52 54 179 122
internal_value=0 0.00252752 0.00257513 0.00135105 0.00262279 0.0022891 0.00166906 0.00270792 0.00267743 0.00245694 0.00202428 0.00255294 0.00270284 0.00265369 0.00272145
internal_weight=0 2079 2016 256 1943 395 201 1548 1493 340 137 286 1427 234 1373
internal_count=2335 2079 2016 256 1943 395 201 1548 1493 340 137 286 1427 234 1373
is_linear=0
shrinkage=0.00270699


Tree=2114
num_leaves=14
num_cat=0
split_feature=15 4 457 160 16 0 48 160 0 39 131 0 15
split_gain=3.81971 2.09133 2.33256 1.93422 3.97517 1.42632 1.04762 2.38789 2.20371 1.52672 1.18097 0.765531 0.300472
threshold=-0.24269999999999997 0.40124500000000002 0.10259500000000001 -0.013514999999999998 -0.41574999999999995 -0.16802499999999995 0.092475000000000016 -0.54856499999999986 -0.070064999999999975 1.0000000180025095e-35 0.089915000000000009 -0.07385499999999999 -0.091059999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 -5 -2 7 -7 12 10 -9 -11 -8
right_child=1 -3 -4 4 -6 6 8 9 -10 11 -12 -13 -14
leaf_value=0.0016104332220024846 0.0037524768458573245 -0.0003062053083036158 -0.00041419158006214291 0.0014784333181329322 -0.0028238296570052223 0.0044246576420465464 0.0015467310047698533 0.0017679254629359407 -0.00057984917769739837 0.004140087787422698 0.0026962082599970905 0.0022480108876425315 0.0027011794693312407
leaf_weight=79 63 56 54 56 60 56 70 1390 65 63 214 54 55
leaf_count=79 63 56 54 56 60 56 70 1390 65 63 214 54 55
internal_value=0 0.00190698 0.00196651 0.000208137 -0.000745806 0.0020299 0.00197467 0.00206241 0.0011534 0.00198547 0.00189185 0.00326788 0.00205568
internal_weight=0 2140 2084 195 116 2030 1967 1777 190 1721 1604 117 125
internal_count=2335 2140 2084 195 116 2030 1967 1777 190 1721 1604 117 125
is_linear=0
shrinkage=0.0116154


Tree=2115
num_leaves=24
num_cat=0
split_feature=2 2 0 14 13 39 39 2 42 15 15 42 15 15 402 0 2 52 2 160 0 0 49
split_gain=60.5926 31.095 11.908 12.2066 6.19109 7.09689 4.80077 4.65551 4.59416 3.44235 3.15573 2.26619 2.36485 2.08807 1.60957 1.88341 2.54874 1.18163 1.73483 0.990722 0.92836 0.646392 0.508056
threshold=0.11891500000000001 -1.0000000180025095e-35 -0.10891999999999999 0.076175000000000007 -0.10099999999999999 0.092310000000000017 0.085495000000000015 0.11366500000000002 0.082755000000000009 -0.097984999999999989 -0.026169999999999995 0.086325000000000013 -0.071614999999999984 -0.083359999999999976 0.095250000000000015 -0.083554999999999977 0.10428500000000002 -0.087239999999999984 0.086285000000000014 -0.081249999999999989 -0.082654999999999992 -0.089704999999999993 0.083250000000000005
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=1 6 3 9 -2 8 -1 10 -6 22 11 17 21 -11 15 19 -17 -4 -19 -12 -16 -13 -3
right_child=4 2 7 -5 5 -7 -8 -9 -10 13 14 12 -14 -15 20 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0016153078004860924 0.00037824989687314464 0.0017953366591178565 0.0026701838360290117 0.0028422412817127544 0.0011193926758517308 0.00043683875445747414 0.00071935809988064381 0.0017063812208807914 0.0020457831679050738 0.00095894425464095956 0.0029288414381929057 0.0025032243593490445 0.0017133520941307924 0.0016040887182242637 0.0026119481105559487 0.0023669655529569441 0.0028677050686504064 0.00265259354306657 0.0021283137255379662 0.0025886699162320113 0.0030830023539910982 0.0021519474149435183 0.0021559646985605759
leaf_weight=77 79 52 102 69 80 54 79 55 62 52 77 56 70 89 59 543 76 66 112 219 53 94 53
leaf_count=77 79 52 102 69 80 54 79 55 62 52 77 56 70 89 59 543 76 66 112 219 53 94 53
internal_value=0 0.00225684 0.00234688 0.00189358 0.00098161 0.00122466 0.00116176 0.00243712 0.00152406 0.00162738 0.00246343 0.00229667 0.00210206 0.00136636 0.00254458 0.00250899 0.00242849 0.00244948 0.00232286 0.00267725 0.0028351 0.00228327 0.00197763
internal_weight=0 2053 1897 315 275 196 156 1582 142 246 1527 500 220 141 1027 915 619 280 178 296 112 150 105
internal_count=2328 2053 1897 315 275 196 156 1582 142 246 1527 500 220 141 1027 915 619 280 178 296 112 150 105
is_linear=0
shrinkage=0.00255085


Tree=2116
num_leaves=21
num_cat=0
split_feature=1 132 42 16 2 402 11 51 1 1 50 16 2 51 484 52 42 1456 50 42
split_gain=4.39877 1.82939 2.00668 2.38886 1.75532 1.74243 1.79165 4.47104 1.13961 1.45499 2.23797 3.21567 1.11967 1.10001 1.35717 0.967833 0.903186 0.855659 1.41456 0.825364
threshold=0.10932500000000002 0.087955000000000019 0.077855000000000021 -0.096494999999999984 0.11093500000000002 0.095250000000000015 0.078340000000000007 -0.024714999999999997 0.086920000000000011 0.10647000000000001 0.08461500000000001 -0.077589999999999978 0.11556500000000001 0.12016500000000001 0.091180000000000011 -0.093914999999999985 0.088200000000000014 -0.065759999999999985 0.089685000000000015 0.090515000000000012
decision_type=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 -2 -4 6 8 -8 13 10 11 -10 -5 14 17 -13 -12 -1 -19 -7
right_child=1 -3 4 12 -6 19 7 -9 9 -11 16 15 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.00061550145553844026 -0.0019372534820690918 0.0022093920823865461 0.0022748273334074511 0.0015141480998410654 -0.0002151650193329874 0.0021080407186555147 0.0025001584944055986 -0.0019724479295946469 -0.001837261778281449 0.0027818973229792195 0.0027778823324493122 0.0021897846607138354 -0.00069826459916438085 0.00023108417006967308 0.003181352391408179 0.00047303315071621239 0.0009788438678650889 0.0016607591151975446 0.0030713038327569455 0.0038232717877832454
leaf_weight=82 100 54 71 58 70 101 52 60 68 56 80 58 56 57 85 140 62 865 99 54
leaf_count=82 100 54 71 58 70 101 52 60 68 56 80 58 56 57 85 140 62 865 99 54
internal_value=0 0.000294943 3.39506e-06 -0.000677606 0.00103782 0.00157056 0.00147069 0.000103055 0.00156334 0.00109345 0.000861411 0.000256761 0.000426303 0.00174676 0.00182304 0.000976522 0.00199323 0.00171255 0.00180574 0.00270637
internal_weight=0 409 355 214 141 1919 1764 112 1652 464 408 266 114 1188 1131 198 142 1046 964 155
internal_count=2328 409 355 214 141 1919 1764 112 1652 464 408 266 114 1188 1131 198 142 1046 964 155
is_linear=0
shrinkage=0.0111644


Tree=2117
num_leaves=23
num_cat=0
split_feature=3 4 4 4 52 11 156 4 4 484 0 0 402 402 4 0 133 0 43 133 42 3
split_gain=4.38169 3.36265 3.15311 4.90515 2.95908 2.46354 1.18462 1.93869 1.31023 1.48657 1.15875 1.20114 1.12633 1.45503 1.48523 1.02925 0.909486 0.77428 0.72879 0.534266 0.98773 0.319752
threshold=-0.010299999999999998 -0.46376499999999993 0.049545000000000006 0.11057000000000002 -0.0097699999999999992 0.093970000000000012 0.087045000000000011 -0.016164999999999995 0.053255000000000004 0.079595000000000013 -0.10946999999999998 -0.16242999999999996 0.095250000000000015 0.083730000000000013 -0.08916499999999998 -0.082654999999999992 0.097995000000000013 -0.14032999999999998 -0.077044999999999988 -0.006304999999999999 0.086275000000000004 -0.084794999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 17 6 8 -8 9 12 11 -5 13 14 -1 -14 19 -3 -11 -10 -21 -9
right_child=1 2 3 10 -6 -7 7 21 16 18 -12 -13 15 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0030552120133533834 0.0032094769559735362 0.00045711642922815782 0.0042170731099962829 -0.00061824921845663372 -0.0040509402183576482 -0.00094161529821680989 -0.00081884962330879636 0.002538570415282364 0.00030238327693337411 0.0024584147466495915 -0.0013691358814054185 0.0020513419779917409 0.0018179487177052884 -0.00028488769748318785 0.0015809171933996418 0.0041161165946376321 -0.0003120293808110954 -0.0015329831073480453 0.0044063269902986256 0.0031308440184279517 0.00090675959328416055 0.0011413940708966427
leaf_weight=129 54 72 53 58 52 62 80 52 53 82 80 53 67 60 886 62 70 58 52 56 80 57
leaf_count=129 54 72 53 58 52 62 80 52 53 82 80 53 67 60 886 62 70 58 52 56 80 57
internal_value=0 0.000194504 -0.000187354 0.000765163 -0.00146511 0.00157007 0.00165734 0.00069607 0.00177102 0.00193273 -0.00019198 0.000655187 0.00178986 0.00165369 0.00176843 0.00292356 0.000935093 -0.000429721 0.00321534 0.00139772 0.00182357 0.00180919
internal_weight=0 480 426 244 182 1848 1786 189 1597 1338 191 111 1204 1075 1015 129 259 130 134 189 136 109
internal_count=2328 480 426 244 182 1848 1786 189 1597 1338 191 111 1204 1075 1015 129 259 130 134 189 136 109
is_linear=0
shrinkage=0.0128244


Tree=2118
num_leaves=26
num_cat=0
split_feature=2 2 2 2 16 39 16 52 52 2 15 2 151 2 2 16 15 48 133 43 2 158 43 43 2
split_gain=164.701 96.5875 27.637 20.9397 11.1254 9.34741 8.28967 9.50658 6.94905 5.36571 5.25288 4.18378 3.01213 3.58465 3.16792 3.45617 3.15116 3.10126 1.73003 1.65382 1.3389 0.813802 0.816053 0.81344 0.204913
threshold=0.11366500000000002 -1.0000000180025095e-35 0.14019000000000004 0.099675000000000014 0.26391000000000003 0.087690000000000004 0.25761500000000009 0.026115000000000003 0.0060650000000000009 0.16730000000000003 1.0000000180025095e-35 0.10527500000000002 -0.044604999999999992 0.079570000000000016 0.091895000000000018 0.00088000000000000003 -0.071614999999999984 0.086095000000000019 0.41171500000000005 -0.12584499999999996 0.087005000000000013 0.082560000000000008 0.0066850000000000008 -0.085349999999999995 0.12190500000000001
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=1 5 4 10 8 -1 7 11 24 -4 12 -5 20 16 17 -16 -14 -15 19 -12 -3 22 -21 -22 -2
right_child=2 3 9 6 -6 -7 -8 -9 -10 -11 18 -13 13 14 15 -17 -18 -19 -20 21 23 -23 -24 -25 -26
leaf_value=0.0021559312641576478 0.001603730415466825 0.0043806251201641989 0.0011830490106593706 0.00303670859327631 0.0032125274719825691 0.00076995081765072831 0.0038971102861358477 0.0036473940584464664 0.0026755066043064935 8.1959524394958262e-05 0.0045923781150048184 0.002020962829380058 0.0037005026442762227 0.0042679825733242067 0.0031479942904111542 0.0040602998576207954 0.002876512237008366 0.0035630295518275937 0.0037902411619107701 0.0041883656580616246 0.0041849740265603374 0.0044809974467727321 0.0039086366569657544 0.0037374437872422575 0.0013576174061104031
leaf_weight=95 53 90 79 53 68 61 95 82 56 59 82 75 88 170 76 55 60 67 81 435 58 60 102 72 56
leaf_count=95 53 90 79 53 68 61 95 82 56 59 82 75 88 170 76 55 60 67 81 435 58 60 102 72 56
internal_value=0 0.00369872 0.00169204 0.00387926 0.00227207 0.00161417 0.0032194 0.00291268 0.00188431 0.000712507 0.00401378 0.00244178 0.00384701 0.00373106 0.00387753 0.00353125 0.00336665 0.00406882 0.00417524 0.00422112 0.00411882 0.00417008 0.00413529 0.00393734 0.00147756
internal_weight=0 1957 371 1801 233 156 305 210 165 138 1496 128 736 516 368 131 148 237 760 679 220 597 537 130 109
internal_count=2328 1957 371 1801 233 156 305 210 165 138 1496 128 736 516 368 131 148 237 760 679 220 597 537 130 109
is_linear=0
shrinkage=0.00276112


Tree=2119
num_leaves=24
num_cat=0
split_feature=1 43 10 52 52 1 52 50 43 1 1 11 52 133 43 1 133 43 52 133 52 1213 50
split_gain=3.02524 1.5255 1.47189 1.09219 1.21521 1.81187 1.73464 1.38986 1.55573 1.30989 1.21919 1.77183 1.90649 1.01281 1.01683 0.989745 0.621453 0.974794 0.604618 0.742043 0.532117 0.409413 0.300716
threshold=0.11551000000000002 0.0047850000000000011 -0.0069899999999999988 0.51763500000000018 0.26959000000000005 0.081540000000000015 0.081680000000000016 1.0000000180025095e-35 -0.085594999999999991 0.07635500000000002 0.085720000000000005 0.083010000000000014 -0.090234999999999996 0.11588000000000002 -0.11278499999999998 0.13368000000000005 0.085605000000000014 -0.0094899999999999984 0.11483500000000001 -0.15498499999999996 -0.043914999999999989 -1.0000000180025095e-35 0.10583000000000002
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 4 6 -6 7 10 -9 18 13 12 -12 14 -1 20 17 -10 19 -8 -4 -21 -18
right_child=1 -3 15 -5 5 -7 9 8 16 -11 11 -13 -14 -15 -16 -17 22 -19 -20 21 -22 -23 -24
leaf_value=-7.3895912131859379e-05 -0.002015519873183538 0.0020110567530274744 0.00047850903591234564 0.0030543663465126976 -0.00096263194523716743 0.0018938677585365732 0.00066483745943930251 0.00380335672798103 0.0031413078445708697 0.0037542323414617726 0.0016437184859348015 0.0022342264659454989 -0.00041363701206972061 -7.2583764285145283e-05 0.0016874596419942491 0.0012194233121009036 0.00016676770764177006 0.0011767328152092213 0.00074997284999101584 0.0017240016377684231 -0.0011110488353641935 0.0025989240724434933 0.0014633457505256666
leaf_weight=53 54 53 52 57 77 56 52 53 65 58 89 70 252 66 481 86 53 86 66 138 75 184 52
leaf_count=53 54 53 52 57 77 56 52 53 65 58 89 70 252 66 481 86 53 86 66 138 75 184 52
internal_value=0 0.000138038 -0.000233277 0.00140366 0.00135537 0.000239135 0.00143696 0.00120744 0.00191719 0.00204507 0.000990388 0.000482847 0.000122948 0.00133784 0.0015124 0.000217954 0.00152619 0.00202327 0.00181948 0.00200787 -0.00045919 0.00222436 0.000810111
internal_weight=0 320 267 2008 1951 133 1818 1320 309 498 1011 411 341 600 534 213 256 151 440 374 127 322 105
internal_count=2328 320 267 2008 1951 133 1818 1320 309 498 1011 411 341 600 534 213 256 151 440 374 127 322 105
is_linear=0
shrinkage=0.0120847


Tree=2120
num_leaves=15
num_cat=0
split_feature=3 14 52 475 159 14 147 2 2 16 133 3 2 1429
split_gain=2.13699 1.45131 1.61077 1.31115 3.96204 1.4523 1.96833 1.19618 1.5256 1.1579 1.85171 1.34288 0.654901 0.442436
threshold=0.30112000000000005 -0.24175999999999997 0.14114500000000005 -0.052309999999999988 0.08043500000000002 0.078235000000000013 0.090635000000000007 0.087435000000000013 0.097070000000000004 -0.14251999999999995 -0.065894999999999981 -0.038414999999999998 0.099450000000000024 0.08103500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 12 6 9 -4 -9 10 -5 -11 13 -3
right_child=-2 2 7 5 -6 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=0.0031106544180254554 -0.00075062864180784801 0.00076571619004189926 -0.0009669195264115038 0.0028150282830229027 -0.0028689405581891619 -0.00072982537247805114 0.0040432379824741948 0.002209004671528484 -0.00036429571993388789 0.00139215747210466 -2.2601955422274972e-05 0.0025278586757445311 -7.4593933615545654e-05 0.0021851271071674245
leaf_weight=71 101 64 99 52 52 53 53 80 84 1110 192 223 52 102
leaf_count=71 101 64 99 52 52 53 53 80 84 1110 192 223 52 102
internal_value=0 0.00123169 0.00117143 0.00130344 0.000439565 0.00144195 0.00151265 0.000190531 0.000890104 0.00142752 0.000581555 0.00158226 0.0012294 0.00163874
internal_weight=0 2287 2216 1953 270 1683 1630 263 164 1577 244 1333 218 166
internal_count=2388 2287 2216 1953 270 1683 1630 263 164 1577 244 1333 218 166
is_linear=0
shrinkage=0.0133425


Tree=2121
num_leaves=20
num_cat=0
split_feature=10 13 48 0 0 0 150 43 157 0 13 43 156 13 13 43 157 0 160
split_gain=40.0879 17.1253 8.0599 6.58905 5.91358 7.86198 7.38741 6.03415 5.0027 3.57488 2.94872 2.68548 2.23338 2.07869 2.21844 1.67632 1.03828 0.908302 0.648154
threshold=-1.0000000180025095e-35 -0.16392499999999996 0.12230500000000001 -0.068669999999999995 -0.068214999999999984 -0.11208499999999998 0.085825000000000012 -0.116045 -0.0045449999999999996 -0.14989499999999997 -0.012279999999999998 0.079170000000000018 0.092385000000000009 0.019675000000000002 -0.020619999999999996 -0.105305 0.0017700000000000001 -0.13892999999999997 -0.021849999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 4 -1 5 6 9 -6 -9 18 -11 16 13 14 -7 -15 -10 -2 -3
right_child=1 2 -4 -5 7 12 -8 8 11 10 -12 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0010732444063068095 0.00085491371880057549 0.0020993977407543678 0.0011851126225322576 -0.00012791217124645695 0.00106043139422945 0.0022394032233108655 0.0010520369737408177 0.0024668463563285244 0.001809735908288116 0.0020961374950295387 0.0012350643950526387 0.0012770905783021959 0.0017362127573744134 0.0022010361524531204 0.002490573152510014 0.0016490537459089966 0.0022102269942714586 0.0012938183935256877 0.0024825168115214426
leaf_weight=62 55 53 65 57 57 815 68 93 181 52 52 55 53 96 322 58 56 71 67
leaf_count=62 55 53 65 57 57 815 68 93 181 52 52 55 53 96 322 58 56 71 67
internal_value=0 0.00201684 0.00207059 0.000497672 0.00209828 0.0021691 0.00178927 0.00183608 0.00195084 0.00201295 0.00166586 0.0017864 0.0022516 0.00227274 0.00231056 0.00199332 0.00190448 0.00110245 0.00231353
internal_weight=0 2269 2143 119 2078 1636 292 442 385 224 104 292 1344 1291 1137 154 237 126 120
internal_count=2388 2269 2143 119 2078 1636 292 442 385 224 104 292 1344 1291 1137 154 237 126 120
is_linear=0
shrinkage=0.00255085


Tree=2122
num_leaves=26
num_cat=0
split_feature=1 3 1 12 1 12 11 4 43 42 4 3 3 3 3 12 12 43 4 4 43 3 12 12 12
split_gain=151.246 31.7459 15.6371 15.5445 11.4838 7.35574 7.21931 5.99367 5.21375 3.94211 3.25596 3.08599 3.15347 2.15025 1.83919 1.65565 2.72345 1.6446 1.52336 1.50145 1.30075 0.95021 0.918416 0.752693 0.427586
threshold=0.10752500000000002 -0.052614999999999995 0.089625000000000024 0.087215000000000015 0.12835000000000002 0.091475000000000015 0.075910000000000019 0.30163500000000004 -0.049364999999999992 -0.0033799999999999998 0.50373500000000015 -0.10122999999999999 0.084735000000000019 -0.065464999999999982 -1.0000000180025095e-35 0.083425000000000013 -1.0000000180025095e-35 -0.077604999999999993 0.0015850000000000003 -0.013929999999999998 -0.038674999999999994 -0.08095999999999999 0.088245000000000004 0.095330000000000012 0.097940000000000013
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=2 7 5 14 8 6 11 -2 -3 19 -6 -1 15 17 -4 16 -13 -11 20 24 -5 -22 -17 -19 -7
right_child=1 4 3 18 10 9 -8 -9 -10 13 -12 12 -14 -15 -16 22 -18 23 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0018853456645854317 0.0021069831459352532 0.00011624429961475089 0.0010126902707232991 0.0021588440238761429 3.7291052409164512e-05 0.0027731815405738951 0.0034518631177776877 0.00099820229096733389 0.0010951299622430895 0.0016843630289346614 -0.00070525875966061431 0.0024683943132413583 0.0019487655307587326 0.0014904826583326659 0.0015431517685002194 0.0025872077546184391 0.0032398171025865893 0.0024577585586145153 0.0018747066904857971 0.002136406245291668 0.0028085808690826203 0.0023195161992668315 0.0023877171368794975 0.0020565693998497361 0.0024600435306167704
leaf_weight=53 83 64 89 103 83 55 57 55 87 55 77 63 59 58 89 518 62 55 53 79 56 54 231 79 71
leaf_count=53 83 64 89 103 83 55 57 55 87 55 77 63 59 58 89 518 62 55 53 79 56 54 231 79 71
internal_value=0 0.00062666 0.00230259 0.00187357 0.000165704 0.00242999 0.00255028 0.00166528 0.000680422 0.00215236 -0.000319887 0.00249813 0.00253291 0.00193043 0.00127808 0.00257231 0.00285124 0.0020653 0.00227195 0.00241961 0.00237066 0.00256875 0.00252572 0.00222144 0.00259695
internal_weight=0 449 1939 444 311 1495 1043 138 151 452 160 986 933 247 178 874 125 189 266 205 213 110 749 134 126
internal_count=2388 449 1939 444 311 1495 1043 138 151 452 160 986 933 247 178 874 125 189 266 205 213 110 749 134 126
is_linear=0
shrinkage=0.00260187


Tree=2123
num_leaves=30
num_cat=0
split_feature=1 16 1 0 12 11 1 0 12 0 0 16 16 16 12 0 12 16 1 481 0 16 0 12 16 16 12 12 0
split_gain=90.8052 9.67696 8.88437 9.12042 6.09392 6.08396 4.95246 4.00991 3.72833 2.8686 2.32331 2.07573 1.9766 4.28796 1.74739 1.3055 1.09996 0.967158 1.20795 1.0766 0.922981 0.921735 2.07304 0.840674 0.771679 0.502201 0.412357 0.396263 0.125237
threshold=0.109225 0.058765000000000005 0.089625000000000024 -0.13010499999999997 0.091475000000000015 0.075910000000000019 0.11654500000000001 -0.045754999999999997 0.085465000000000013 -0.18560999999999997 -0.10220499999999998 0.064610000000000015 -0.072534999999999988 -0.040964999999999994 -0.042789999999999988 -0.0042749999999999993 0.088170000000000012 -0.011694999999999999 1.0000000180025095e-35 -0.052634999999999994 -0.10803999999999998 -0.090394999999999989 -0.081224999999999978 0.08425500000000001 -0.089604999999999976 -0.0032799999999999995 0.10289500000000001 0.091475000000000015 -0.077914999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 9 5 12 -2 11 -5 -4 -8 21 16 -14 -12 25 20 19 -19 -15 -1 -6 -23 -22 -18 27 -24 -10 -29
right_child=1 -3 3 8 7 -7 10 -9 15 -11 14 -13 13 17 -16 -17 24 18 -20 -21 23 22 26 -25 -26 -27 -28 28 -30
leaf_value=0.0024111103186096974 0.0012764654911011141 0.0017319903156329849 0.0018115288609624242 0.0018050742706378067 0.0021851519818652703 0.0034336560486331112 0.00093398019951909704 0.0015322453706053979 0.002594086179963827 0.00095257173891066045 9.563422710146376e-05 0.0019571276592413572 0.0016974947893678084 0.0024527001377195102 0.00069134898975310775 0.0028004358518239013 0.0027037403658342297 0.0023518798963537129 0.0027593236866157544 0.0029881079689644935 0.0031058184539866141 0.0029409601318872327 0.0024476421287169992 0.0027320127543583772 0.0023110841408799277 0.0021028760890299063 0.0021538981169671109 0.0022100550518273972 0.0023997870577840931
leaf_weight=52 99 100 56 94 89 57 76 53 54 54 79 91 52 53 62 52 60 262 65 55 53 58 109 243 91 54 52 53 60
leaf_count=52 99 100 56 94 89 57 76 53 54 54 79 91 52 53 62 52 60 262 65 55 53 58 109 243 91 54 52 53 60
internal_value=0 0.00101222 0.0023768 0.00206109 0.00247752 0.00258922 0.000784355 0.00221969 0.00226212 0.00139012 0.000559714 0.00231093 0.00254038 0.00241945 0.000357781 0.00241939 0.00265834 0.00250568 0.00243296 0.00272562 0.00274115 0.00241537 0.0025088 0.00279904 0.00246729 0.0023296 0.00235294 0.00240274 0.00231105
internal_weight=0 416 1972 477 1495 1043 316 452 367 110 217 399 986 487 141 273 499 435 327 108 348 308 219 296 151 221 161 167 113
internal_count=2388 416 1972 477 1495 1043 316 452 367 110 217 399 986 487 141 273 499 435 327 108 348 308 219 296 151 221 161 167 113
is_linear=0
shrinkage=0.00265391


Tree=2124
num_leaves=23
num_cat=0
split_feature=2 3 43 3 2 15 3 2 16 3 3 52 11 15 16 52 133 16 15 15 2 42
split_gain=63.3611 27.3911 21.9376 18.5557 13.1223 5.98706 5.52577 4.58134 4.18376 3.14276 2.53479 5.77722 2.21822 1.99573 1.82705 3.37936 1.76625 1.47797 1.01045 1.35597 0.628224 0.616926
threshold=0.12051500000000002 -0.026769999999999999 -0.049914999999999994 0.11745500000000002 0.15630500000000003 -0.094449999999999992 0.084735000000000019 0.097070000000000004 -0.34140499999999996 -0.058704999999999993 -0.097224999999999992 -0.51296999999999993 0.080455000000000013 -1.0000000180025095e-35 0.062910000000000008 -0.24526499999999998 0.098785000000000012 -0.18776499999999999 0.087720000000000006 0.076335000000000014 0.10515500000000001 0.087075000000000014
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 7 5 6 8 -3 -4 12 -2 -10 11 -9 14 -8 17 -16 20 -1 19 -19 -12 -20
right_child=4 2 3 -5 -6 -7 13 10 9 -11 16 -13 -14 -15 15 -17 -18 18 21 -21 -22 -23
leaf_value=0.0024124270029490216 0.0009211671562878599 0.00036837128412566997 0.0033271760351267343 0.0013633059437512104 8.2202069667473203e-05 0.0015428326486227107 0.0020853356124134587 0.0027665146174601172 0.0022968416433868859 0.0014063328972572071 0.0030094026277614205 0.0015121475019029291 0.0033326472058128622 0.0028085310829545312 0.0027871252479707161 0.0019419967965600988 0.0022066184374492626 0.0027968467870587202 0.0028480990051091837 0.0030484664027599431 0.0026276871999356163 0.0026228437105977765
leaf_weight=69 65 60 92 98 69 74 63 52 53 71 55 61 56 55 103 56 60 421 167 274 89 225
leaf_count=69 65 60 92 98 69 74 63 52 53 71 55 61 56 55 103 56 60 421 167 274 89 225
internal_value=0 0.00256228 0.00195016 0.00235597 0.00111325 0.00101717 0.00281907 0.00272255 0.00148951 0.00178719 0.0024227 0.00208964 0.00279186 0.00242267 0.00276881 0.00248966 0.00260705 0.00280718 0.00283221 0.00289609 0.00277369 0.00271888
internal_weight=0 2130 442 308 258 134 210 1688 189 124 317 113 1371 118 1315 159 204 1156 1087 695 144 392
internal_count=2388 2130 442 308 258 134 210 1688 189 124 317 113 1371 118 1315 159 204 1156 1087 695 144 392
is_linear=0
shrinkage=0.00276112


Tree=2125
num_leaves=23
num_cat=0
split_feature=4 12 1 1 2 4 4 11 51 2 12 15 2 1 4 0 4 12 1454 12 483 4
split_gain=171.422 48.6901 21.3464 14.72 12.5744 6.85476 4.80886 4.34134 3.98897 3.76929 3.51123 3.39481 2.99123 2.88434 2.11599 1.82741 1.66176 1.03462 0.951084 0.74444 0.703143 0.647783
threshold=0.30163500000000004 0.077755000000000005 0.10141500000000002 0.13052500000000003 0.12708000000000003 -0.060264999999999992 -0.46376499999999993 1.0000000180025095e-35 0.078435000000000019 0.090790000000000023 0.092150000000000024 -0.46319999999999995 0.10188000000000001 0.11654500000000001 0.020345000000000005 -0.098179999999999976 0.51286500000000013 0.11206500000000001 0.081720000000000015 0.09697500000000002 -0.076039999999999983 -0.066099999999999978
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 2 6 11 7 -4 -1 10 9 -8 15 -2 -9 -7 17 -3 -5 21 20 -16 -17 -12
right_child=3 4 5 16 -6 13 8 12 -10 -11 14 -13 -14 -15 19 18 -18 -19 -20 -21 -22 -23
leaf_value=0.010474832241088165 0.0088643232361774286 0.0099485086055166004 0.0094193512463010241 0.0073687683875315307 0.0090101767810286722 0.0086218468801689593 0.010232608467846516 0.011099627042674066 0.0089818429537244782 0.0094282091044095434 0.010235149635617436 0.0080208968526808283 0.01030353400279242 0.0078303975103190832 0.010004205361216024 0.01071474400385016 0.0067116773123962175 0.010539118821770586 0.010059666687431881 0.0095744368248580503 0.010394699628171732 0.010003761131551075
leaf_weight=53 52 71 52 56 53 78 75 76 55 87 207 90 58 54 59 56 52 52 59 62 754 167
leaf_count=53 52 71 52 56 53 78 75 76 55 87 207 90 58 54 59 56 52 52 59 62 754 167
internal_value=0 0.0100564 0.00929997 0.00777827 0.0102615 0.00861526 0.00976648 0.0103024 0.00959335 0.00980079 0.0102615 0.00832995 0.0107553 0.00829828 0.0100938 0.0103591 0.00705265 0.0101817 0.0103926 0.00978422 0.0104169 0.0101319
internal_weight=0 2128 454 250 1674 184 270 1621 217 162 1487 142 134 132 547 940 108 426 869 121 810 374
internal_count=2378 2128 454 250 1674 184 270 1621 217 162 1487 142 134 132 547 940 108 426 869 121 810 374
is_linear=0
shrinkage=0.00260187


Tree=2126
num_leaves=19
num_cat=0
split_feature=15 13 123 15 15 12 12 13 157 42 42 12 16 16 16 16 42 15
split_gain=110.291 50.2376 36.0059 10.5631 9.01546 9.15137 7.97563 7.12783 7.05657 4.80032 4.49857 3.15303 2.33691 2.17535 1.67908 1.28992 0.868588 0.656438
threshold=-0.24269999999999997 -0.16392499999999996 1.0000000180025095e-35 0.13673000000000005 0.079575000000000021 0.083785000000000012 0.077755000000000005 -0.0074049999999999993 -0.0041249999999999993 0.095650000000000013 0.086090000000000014 -0.036614999999999988 -0.083104999999999984 -0.040484999999999993 -0.034884999999999992 -0.020464999999999997 0.090705000000000022 0.091230000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 12 3 4 6 -6 8 10 -3 13 -1 -10 -2 -8 -4 17 -17 -7
right_child=1 2 14 -5 5 15 9 -9 11 -11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.00062289346795009557 0.0015499795068725153 0.0042878533535638435 0.0021518607198920238 0.0028283869006363285 0.0052113718931547405 0.0042708958538259754 0.0038616920048741301 0.0023313829650306941 0.0037860529534999984 0.0033887508480742548 0.001685131515423621 0.0030246988998138195 0.0023642155949980584 0.0041645951582953604 0.0027748700535310785 0.0036844060979703678 0.0041523197714027757 0.0040782113198212285
leaf_weight=52 52 58 54 57 65 377 276 66 54 89 67 157 52 488 79 68 54 213
leaf_count=52 52 58 54 57 65 377 276 66 54 89 67 157 52 488 79 68 54 213
internal_value=0 0.00379419 0.00388562 0.00397832 0.00401282 0.00423733 0.00385732 0.00161742 0.0034501 0.0039857 0.0012212 0.00321968 0.00195738 0.00405521 0.00252214 0.00414837 0.00389175 0.00420138
internal_weight=0 2193 2089 1956 1899 777 1122 185 269 853 119 211 104 764 133 712 122 590
internal_count=2378 2193 2089 1956 1899 777 1122 185 269 853 119 211 104 764 133 712 122 590
is_linear=0
shrinkage=0.00270699


Tree=2127
num_leaves=21
num_cat=0
split_feature=1 1 12 1 13 11 4 0 4 3 43 15 15 12 3 12 43 4 0 43
split_gain=87.6766 21.9902 9.48878 9.21009 5.84775 4.61993 4.46506 3.03507 3.21489 2.75189 2.83204 2.51785 2.38063 1.57838 1.33566 1.14258 1.15913 1.13562 0.867184 0.154972
threshold=0.12158500000000001 0.096300000000000011 0.085090000000000013 0.13662500000000002 -0.085669999999999982 1.0000000180025095e-35 0.046720000000000005 -0.055879999999999992 0.022635000000000006 0.091170000000000015 0.043850000000000007 0.11822000000000001 -0.13924999999999996 0.08654000000000002 -0.10919499999999999 0.095815000000000011 -0.00017499999999999997 0.00025000000000000006 -0.082349999999999993 0.14582500000000001
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 5 7 12 -5 9 14 8 -3 10 11 15 -2 -12 -4 16 -1 -17 -15 -20
right_child=3 2 6 4 -6 -7 -8 -9 -10 -11 13 -13 -14 18 -16 17 -18 -19 19 -21
leaf_value=0.0028871052042295626 0.0012796555443362633 0.00138196283469902 0.0031459961607368872 0.00013858996048507545 0.0011955041216139342 0.0033947947789704472 0.0021046207459267186 0.0023674298712160046 0.0020426672207990216 0.0023394457535317252 0.0022000071274652666 0.0023515801559610217 0.0020167338801741971 0.0028869836758370175 0.0026487663220765866 0.0028423443811814446 0.003121829956561936 0.0024077143381233427 0.0026436530605841893 0.0024467599485333506
leaf_weight=934 53 87 58 63 63 83 72 58 91 75 53 55 53 76 77 112 150 55 53 57
leaf_count=934 53 87 58 63 63 83 72 58 91 75 53 55 53 76 77 112 150 55 53 57
internal_value=0 0.00270249 0.0022156 0.00111567 0.000667255 0.00282913 0.00259907 0.00187914 0.00171989 0.00280014 0.00282248 0.00286756 0.00164844 0.00257602 0.00286259 0.00289023 0.00291961 0.00269936 0.00268302 0.00254186
internal_weight=0 2146 443 232 126 1703 207 236 178 1620 1545 1306 106 239 135 1251 1084 167 186 110
internal_count=2378 2146 443 232 126 1703 207 236 178 1620 1545 1306 106 239 135 1251 1084 167 186 110
is_linear=0
shrinkage=0.0024518


Tree=2128
num_leaves=13
num_cat=0
split_feature=1 15 474 2 51 51 12 1 157 43 1 11
split_gain=9.57768 1.99988 0.80501 1.04625 0.803539 1.5659 2.1299 1.07082 0.867752 0.856708 1.61188 1.45739
threshold=0.13712000000000005 -0.37478999999999996 0.10135500000000001 0.14106500000000002 0.12200500000000002 0.078435000000000019 0.086850000000000024 0.097070000000000004 -0.089089999999999989 0.070325000000000013 1.0000000180025095e-35 0.076270000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 7 -7 -1 11 -11 -10
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 -12 -13
leaf_value=0.0045549150022776057 0.00075631923216526009 -0.0025002053098858237 0.0041357638938366147 0.0012075607285657814 0.0040424251938546672 -2.2848476218708583e-05 0.0033286224263070706 0.0022765907288093243 0.0029272067977982774 0.0029027754440770505 0.0053387312251154725 0.0012493430335732548
leaf_weight=54 65 55 82 59 95 83 94 52 1459 128 65 87
leaf_count=54 65 55 82 59 95 83 94 52 1459 128 65 87
internal_value=0 -0.000735136 0.00290916 0.00286288 0.00290895 0.00285563 0.00187501 0.000861867 0.00298079 0.00293184 0.00372387 0.00283287
internal_weight=0 120 2258 2176 2117 2022 229 135 1793 1739 193 1546
internal_count=2378 120 2258 2176 2117 2022 229 135 1793 1739 193 1546
is_linear=0
shrinkage=0.0125729


Tree=2129
num_leaves=14
num_cat=0
split_feature=3 16 156 15 16 151 34 158 13 13 51 16 13
split_gain=7.34193 2.48145 1.10932 1.56126 1.93838 1.2866 1.39836 0.943228 2.08594 1.10882 1.12392 0.779908 0.716225
threshold=0.25468500000000005 -0.087699999999999986 0.11538000000000002 -0.24269999999999997 -0.44010499999999991 0.06617000000000002 -0.0011599999999999998 0.07968500000000002 -1.0000000180025095e-35 0.053240000000000003 0.012085000000000002 -0.082739999999999994 -0.085164999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5 9 12 10 -8 -11 -9
right_child=1 -3 -4 5 -6 -7 7 8 -10 11 -12 -13 -14
leaf_value=0.0023100783222897337 -0.0024557099888228833 0.00077795608460150148 0.0031689965863721322 0.0038035017994278082 -0.000328006400517749 0.00076706408758893982 0.0021995137862489966 0.0030934338000308927 0.0044527811067717211 0.0022170917570278684 0.0014010387858040497 0.00087549283037344813 0.0016568947985964862
leaf_weight=55 52 53 90 52 70 84 1228 57 56 69 233 159 120
leaf_count=55 52 53 90 52 70 84 1228 57 56 69 233 159 120
internal_value=0 -0.000822409 0.00202229 0.00197496 0.000831852 0.00204434 0.00209863 0.00205245 0.00268126 0.00196564 0.00207225 0.001282 0.00212014
internal_weight=0 105 2273 2183 125 2058 1974 1922 233 1689 1461 228 177
internal_count=2378 105 2273 2183 125 2058 1974 1922 233 1689 1461 228 177
is_linear=0
shrinkage=0.0105204


Tree=2130
num_leaves=20
num_cat=0
split_feature=1 16 1 123 4 123 47 49 4 42 158 133 457 4 1 15 1 15 4
split_gain=129.053 22.7254 13.5193 8.98777 5.82244 5.57259 4.49459 4.7808 3.98844 2.99654 2.79361 2.5818 2.30615 2.48319 8.73417 2.25902 1.58623 1.65032 0.381019
threshold=0.10335000000000001 0.25761500000000009 0.13554500000000003 1.0000000180025095e-35 -0.039459999999999995 0.081180000000000016 0.084210000000000021 -0.0019649999999999997 0.043850000000000007 0.11661000000000001 0.085030000000000008 0.078935000000000019 0.080930000000000016 -0.34140499999999996 0.082615000000000008 -0.40992999999999996 0.094935000000000005 -0.086599999999999996 0.10686000000000001
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 5 8 -3 6 7 -2 9 12 11 18 13 14 -1 -4 17 -15 -10
right_child=1 4 15 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.0023254582692588139 0.0024005797039713425 0.0035239446139233147 0.0012562145057462451 0.0024054518757060002 0.002365415675686908 0.0014204593589625186 0.0027002642889529223 0.0015387140651690965 0.0027698482387432397 0.0029419127121247065 0.0034930529239803796 0.003243995062909468 0.0030259000299639157 0.0036469233980492635 0.0037390619168503319 0.0005499281276471797 0.0038766109122240506 0.0034019346178450816 0.0024583635525103889
leaf_weight=52 72 54 60 68 55 97 64 92 52 93 60 68 94 213 58 54 57 982 52
leaf_count=52 72 54 60 68 55 97 64 92 52 93 60 68 94 213 58 54 57 982 52
internal_value=0 0.00191725 0.00166334 0.00329918 0.00293961 0.00192334 0.00213717 0.00191726 0.00333329 0.00337924 0.00302639 0.00286344 0.00340716 0.00343345 0.00307106 0.000921892 0.00346527 0.00344562 0.00261436
internal_weight=0 548 439 1849 109 325 228 164 1781 1549 232 172 1456 1362 110 114 1252 1195 104
internal_count=2397 548 439 1849 109 325 228 164 1781 1549 232 172 1456 1362 110 114 1252 1195 104
is_linear=0
shrinkage=0.00250084


Tree=2131
num_leaves=19
num_cat=0
split_feature=9 42 155 1 49 43 13 52 158 1456 15 15 131 1 13 1429 42 43
split_gain=5.60526 1.82074 1.51291 2.41152 2.00445 1.54412 1.3046 2.30819 1.26751 1.33417 1.26267 1.24063 1.09426 1.03759 0.867309 0.554619 0.351837 0.281465
threshold=-1.0000000180025095e-35 0.11623000000000001 0.083440000000000014 0.098370000000000027 -0.047749999999999994 -0.20207499999999998 -0.00067499999999999993 -0.00041499999999999995 0.112085 -0.15308499999999997 -0.17677499999999999 -0.029334999999999996 0.091015000000000013 0.12212000000000002 -0.0059899999999999997 -0.0064149999999999997 0.12253000000000001 -0.0079299999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 14 -2 7 -6 9 -7 -9 -3 -11 -8 -5 -4 -13 -17
right_child=1 11 15 4 6 8 13 10 -10 12 -12 16 -14 -15 -16 17 -18 -19
leaf_value=-0.0016005618644589082 0.00081344647347950626 -0.0007490599766374654 0.0024312245201098116 -0.0010695664029476797 -0.0009191517447417805 0.00057487631933081395 0.0020065250873977855 0.00080273864803420225 0.0044963428329320449 0.0024497865780627446 0.0034099016368386898 0.0024417632065791353 0.0035979138867070419 0.0043327075661366782 0.0011891397073966017 0.0034108848116481245 0.00092831835211119309 0.0047379598167577404
leaf_weight=67 90 53 53 66 60 59 90 60 57 1190 68 54 162 52 52 57 52 55
leaf_count=67 90 53 53 66 60 59 90 60 57 1190 68 54 162 52 52 57 52 55
internal_value=0 0.00223578 0.00233478 0.00223556 0.00138906 0.00247887 0.00191229 0.00119622 0.00258088 0.00250341 0.00218889 0.000883192 0.00258746 0.00285935 -7.30209e-05 0.00354026 0.00170064 0.00406382
internal_weight=0 2330 2171 2006 448 1558 330 188 1468 1411 128 159 1352 142 118 165 106 112
internal_count=2397 2330 2171 2006 448 1558 330 188 1468 1411 128 159 1352 142 118 165 106 112
is_linear=0
shrinkage=0.0130808


Tree=2132
num_leaves=18
num_cat=0
split_feature=1 3 10 52 47 14 41 3 3 3 39 49 49 16 3 156 16
split_gain=102.129 33.8088 12.2606 8.7168 8.33114 5.90739 7.90857 5.59929 6.24205 5.51525 4.78202 2.02652 2.1783 3.11419 1.56099 1.25347 1.68292
threshold=0.10335000000000001 -0.055839999999999994 -0.0091199999999999979 -0.070104999999999987 0.078345000000000012 0.062655000000000016 0.077565000000000009 0.09037000000000002 0.25468500000000005 -0.10032499999999998 0.081875000000000017 0.11530000000000001 0.036705000000000008 -0.15043499999999996 0.09037000000000002 0.083125000000000018 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 7 6 10 -4 -9 -5 11 12 13 -1 -15 16 -14
right_child=1 2 4 9 -6 -7 -8 8 -10 -11 -12 -13 15 14 -16 -17 -18
leaf_value=0.0025678580822628178 0.003299561669806383 0.00023940293600792443 0.00079610906122118722 0.0016223691374879087 0.002312643772231521 0.0038696013886492953 0.0020295735394094717 0.0022995011687331293 0.0010604093534392451 0.0027945743717463474 0.00243235925216878 0.0027127983490284578 0.0036259396472260452 0.0031374028106968686 0.002731429061300937 0.0036254879562109131 0.003052771859331603
leaf_weight=79 83 66 101 61 69 63 53 55 60 53 79 90 52 1156 72 81 124
leaf_count=79 83 66 101 61 69 63 53 55 60 53 79 90 52 1156 72 81 124
internal_value=0 0.00176463 0.00127063 0.00264466 0.00150934 0.00306925 0.003041 0.0012526 0.00165326 0.00216759 0.00307191 0.00310244 0.00312485 0.00308066 0.00311362 0.00334947 0.00322228
internal_weight=0 548 351 197 285 1849 1786 216 115 114 1733 1654 1564 1307 1228 257 176
internal_count=2397 548 351 197 285 1849 1786 216 115 114 1733 1654 1564 1307 1228 257 176
is_linear=0
shrinkage=0.00265391


Tree=2133
num_leaves=23
num_cat=0
split_feature=4 2 12 150 2 13 52 12 11 4 3 2 43 43 402 3 16 16 12 2 133 475
split_gain=69.7558 27.037 15.649 11.405 5.3747 5.28521 7.13383 2.57495 3.58888 2.54688 2.34677 1.91433 1.77292 1.79354 1.43533 1.90174 1.82798 1.045 0.865351 0.624674 0.55413 0.542714
threshold=0.30163500000000004 0.14492000000000002 0.077755000000000005 0.083435000000000023 0.13538500000000001 -1.0000000180025095e-35 -0.0093349999999999978 0.093270000000000006 1.0000000180025095e-35 -0.15450999999999995 -0.0035149999999999995 0.10054500000000001 0.0061450000000000003 0.099260000000000015 0.083730000000000013 -0.11756999999999999 0.19578000000000004 0.42146500000000003 0.10184000000000001 0.088850000000000012 -0.010174999999999998 -0.0056899999999999997
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 2 3 5 11 6 -1 8 12 -7 -5 -2 19 -14 15 -9 18 -18 -17 20 -4 -21
right_child=4 -3 7 10 -6 9 -8 14 -10 -11 -12 -13 13 -15 -16 16 17 -19 -20 21 -22 -23
leaf_value=0.0012759264636023888 0.00090053673157012551 0.00075447402476745392 0.0029629090940316342 0.00093778210237052565 0.00040631294764028117 0.0030528609667733395 0.0026182551348871929 0.0030459026222689947 0.0034095710058655642 0.0023965190825784859 0.0017441453877637301 0.0015258622183695306 0.0021368646919174999 0.0028122245973962951 0.0021886449687570191 0.0027821581886004533 0.0019611040069208159 0.0025165772239674976 0.0024986830625567192 0.0029202262098993641 0.0027910161855244798 0.0025930080268830591
leaf_weight=60 62 62 217 52 82 84 61 71 70 99 59 95 66 56 66 188 53 52 152 53 472 165
leaf_count=60 62 62 217 52 82 84 61 71 70 99 59 95 66 56 66 188 53 52 152 53 472 165
internal_value=0 0.00255211 0.00260527 0.00212477 0.000979777 0.00240149 0.00195288 0.00272387 0.00280282 0.00269795 0.00136666 0.00127911 0.00276151 0.00244711 0.00257475 0.00262408 0.00255671 0.00223648 0.00265551 0.00280377 0.0028452 0.0026727
internal_weight=0 2158 2096 415 239 304 121 1681 1099 183 111 157 1029 122 582 516 445 105 340 907 689 218
internal_count=2397 2158 2096 415 239 304 121 1681 1099 183 111 157 1029 122 582 516 445 105 340 907 689 218
is_linear=0
shrinkage=0.00276112


Tree=2134
num_leaves=22
num_cat=0
split_feature=1 12 1 47 4 4 15 48 49 4 1 1 4 16 4 15 16 12 1455 15 48
split_gain=71.7508 14.5424 8.74291 6.5596 6.28833 3.53652 2.93481 3.82637 2.92523 6.42154 5.68162 2.12236 1.93175 2.74958 2.17705 3.13633 7.13945 3.0441 1.90398 1.80721 0.490231
threshold=0.10335000000000001 0.085090000000000013 0.12394500000000001 0.10648500000000001 0.25472500000000003 0.046720000000000005 -0.14068999999999995 0.082225000000000006 -0.05529499999999999 0.36766000000000004 0.13130500000000003 0.078015000000000015 0.043850000000000007 -0.054549999999999994 -0.036279999999999993 0.082725000000000007 0.066275000000000014 0.083785000000000012 0.078065000000000009 -0.0078799999999999981 0.097500000000000017
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=4 3 5 8 6 -3 -1 12 -2 -10 -11 20 14 -14 15 16 -8 -17 19 -16 -9
right_child=1 2 -4 -5 -6 -7 7 11 9 10 -12 -13 13 -15 18 17 -18 -19 -20 -21 -22
leaf_value=0.0029841135818705158 0.0013648978813408461 0.0026660008309003199 0.0010347168382505 0.0018931530374699228 0.0016186466815586728 0.0018475347065414268 0.0015437954565356614 0.0025486192437430789 7.4357111652361002e-05 0.0016122808173381414 0.00056018696312985273 0.0018252684460428603 0.002544132316216338 0.0018294877342532295 0.0027397641857341546 0.0031804882026702044 0.0026004597230902433 0.0025460486298461305 0.0022831530850713397 0.0032603893814426997 0.0021937132697396654
leaf_weight=96 75 83 52 58 55 68 71 63 67 70 75 81 102 61 264 58 124 712 52 58 52
leaf_count=96 75 83 52 58 55 68 71 63 67 70 75 81 102 61 264 58 124 712 52 58 52
internal_value=0 0.00141047 0.00197425 0.00107866 0.002504 0.00229761 0.00253113 0.0025055 0.000913965 0.000754303 0.00106829 0.00215581 0.00255111 0.00227686 0.00258448 0.00251752 0.00221587 0.00259387 0.00275717 0.00283363 0.00238839
internal_weight=0 548 203 345 1849 151 1794 1698 287 212 145 196 1502 163 1339 965 195 770 374 322 115
internal_count=2397 548 203 345 1849 151 1794 1698 287 212 145 196 1502 163 1339 965 195 770 374 322 115
is_linear=0
shrinkage=0.00265391


Tree=2135
num_leaves=25
num_cat=0
split_feature=3 2 2 2 2 0 16 0 16 10 3 16 16 16 3 16 2 16 52 16 47 52 483 15
split_gain=63.9301 20.068 22.291 12.343 11.7402 5.47322 4.96337 4.46184 5.09714 2.7118 2.67888 2.15296 2.14729 3.34438 2.26142 2.26323 2.09595 1.97751 1.45745 1.15245 1.08639 1.05686 1.03298 0.829807
threshold=-0.06340999999999998 0.13880500000000004 -1.0000000180025095e-35 0.106285 0.12131500000000002 -0.081444999999999976 -0.040484999999999993 -0.076539999999999983 -0.080509999999999984 -0.0079749999999999977 -0.12595999999999999 -0.092714999999999978 0.070130000000000012 -0.0101 -0.082304999999999975 0.41134500000000007 0.096540000000000015 -0.11118499999999999 -0.088584999999999983 -0.095794999999999977 0.090100000000000013 0.090020000000000017 -1.0000000180025095e-35 -0.082674999999999985
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=4 2 9 6 7 11 19 10 -9 -2 -1 -5 13 21 15 -14 20 -3 -8 -4 22 -10 -12 -24
right_child=1 17 3 5 -6 -7 18 8 12 -11 16 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=0.0035265301207994372 0.0015057696633398805 0.0012887901574423128 0.0026596159956695713 0.0018730650339616041 0.0017591277654375665 0.0025715002549101733 0.0034989694596812928 0.0019593589135284968 0.0031262542843584909 0.00063683136920833256 0.0034736859226068349 0.0010940489029314662 0.0036962136859417646 0.0020630975653798322 0.002689070408752887 0.0029477960076757853 0.0026010120041961089 0.00056004378547589329 0.0029214786043574529 0.0021091489599109809 0.0027812957709136693 0.0026119813773894883 0.00326652574110569 0.0030461959885208687
leaf_weight=100 53 52 68 57 60 55 64 53 70 57 58 52 59 52 74 66 74 63 72 52 84 56 166 697
leaf_count=100 53 52 68 57 60 55 64 53 70 57 58 52 59 52 74 66 74 63 72 52 84 56 166 697
internal_value=0 0.00193581 0.00216272 0.00245256 0.00295953 0.00186065 0.00283164 0.00300428 0.00276287 0.00105577 0.0030923 0.00150169 0.00287576 0.00265421 0.00307378 0.00330129 0.00305203 0.00088982 0.00319346 0.00242133 0.00308521 0.00289792 0.00311289 0.00308861
internal_weight=0 645 530 420 1669 164 256 1609 430 110 1179 109 377 178 199 125 1079 115 136 120 1005 126 921 863
internal_count=2314 645 530 420 1669 164 256 1609 430 110 1179 109 377 178 199 125 1079 115 136 120 1005 126 921 863
is_linear=0
shrinkage=0.00276112


Tree=2136
num_leaves=24
num_cat=0
split_feature=1 3 3 3 14 4 4 12 13 48 47 12 4 3 160 12 43 1 12 51 15 3 3
split_gain=84.3758 22.2511 9.22558 11.4794 7.52612 7.13098 6.1538 5.40259 5.32992 4.76858 4.03745 3.10343 2.25257 1.7968 1.29043 1.24019 1.13963 1.11937 2.01958 1.58369 1.46426 1.18892 0.830946
threshold=0.10141500000000002 -0.049204999999999992 0.30112000000000005 0.077930000000000013 0.062655000000000016 -0.039459999999999995 -0.50775499999999985 0.054520000000000006 -0.0082249999999999979 0.037750000000000006 0.084210000000000021 0.091475000000000015 0.0015850000000000003 -0.010299999999999998 -0.081539999999999987 -1.0000000180025095e-35 -0.066864999999999994 0.078340000000000007 0.083615000000000009 -0.023524999999999997 0.088245000000000004 -0.083694999999999978 -0.076969999999999997
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 5 3 8 6 -2 -1 9 13 15 -7 17 14 -3 -13 -8 -16 18 -9 -20 21 -19 -14
right_child=1 2 -4 -5 -6 10 7 11 -10 -11 -12 12 22 -15 16 -17 -18 20 19 -21 -22 -23 -24
leaf_value=0.0035680346593623558 0.0029012753614698302 0.0016986205306961631 0.00048771898404812038 0.0021951871630451754 0.0035461009046396787 0.0015695159658455898 0.0022016875918220184 0.0033563598599896951 0.00036782258420000886 0.0027386409052109315 0.0024131506524653458 0.0023417428331025383 0.002517689173023625 0.0010440946349649937 0.0029273636144635999 0.0016563862067209651 0.0026220617894912143 0.0021950775160112812 0.0031071689601479707 0.0027723442249268093 0.0029653847558505633 0.0027064643606037023 0.0021209974493971032
leaf_weight=52 70 53 90 86 72 90 54 52 52 82 63 65 64 57 130 56 216 54 113 535 62 68 78
leaf_count=52 70 53 90 86 72 90 54 52 52 82 63 65 64 57 130 56 216 54 113 535 62 68 78
internal_value=0 0.00160056 0.00118774 0.00144167 0.00273729 0.00222614 0.00270263 0.00267498 0.00104149 0.00227225 0.00191707 0.00272878 0.00257833 0.0013597 0.00267443 0.00192433 0.00273685 0.00282286 0.00286986 0.00283077 0.00264392 0.00248034 0.00229998
internal_weight=0 561 338 248 1753 223 1681 1629 162 192 153 1437 553 110 411 110 346 884 700 648 184 122 142
internal_count=2314 561 338 248 1753 223 1681 1629 162 192 153 1437 553 110 411 110 346 884 700 648 184 122 142
is_linear=0
shrinkage=0.00255085


Tree=2137
num_leaves=24
num_cat=0
split_feature=9 4 2 13 14 0 2 2 0 156 49 0 12 49 49 160 12 42 42 2 42 42 0
split_gain=5.90044 3.69693 3.23165 3.79567 2.64654 2.09174 2.17187 2.87905 1.95091 1.70324 1.13537 1.93799 2.35569 1.62128 1.58521 0.984965 0.914982 0.858764 0.845619 1.28219 0.658649 0.605657 0.395866
threshold=-1.0000000180025095e-35 -0.49269499999999994 0.10527500000000002 0.10935500000000002 0.062655000000000016 -0.084114999999999981 0.12665500000000005 0.11404000000000002 -0.076539999999999983 0.08759500000000002 0.0065400000000000015 -0.11169999999999998 0.083785000000000012 -0.062709999999999974 0.088930000000000009 1.0000000180025095e-35 0.097060000000000021 -0.010169999999999998 0.090625000000000025 0.084145000000000011 0.081685000000000021 0.11497500000000001 -0.060199999999999997
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=-1 9 4 5 8 6 7 -4 10 -2 11 13 -13 -3 -12 18 20 -16 19 -10 -7 -20 -18
right_child=1 2 3 -5 -6 16 -8 -9 15 -11 14 12 -14 -15 17 -17 22 -19 21 -21 -22 -23 -24
leaf_value=-0.0010000059069894406 0.0070414566837787651 0.0030992041883095216 6.4680219859105379e-05 -0.0016431405793178539 0.005704823907799376 0.0027982680363324618 -0.0012117077347649978 0.0043343204154716189 0.0045683191949151113 0.0036044687732239597 0.005631861663279533 0.0054194507153986649 0.0030112520369524943 -0.00021777273207902991 0.0019221315990878131 0.00027140196151141861 0.0012606533420306673 0.0039826594334861614 0.00070726232378332074 0.0017382995015707934 0.0047159277616048182 0.0025436928271930816 0.0029487016693654639
leaf_weight=75 59 53 63 54 73 65 54 59 64 53 84 87 797 61 58 52 53 121 70 60 75 69 55
leaf_count=75 59 53 63 54 73 65 54 59 64 53 84 87 797 61 58 52 53 121 70 60 75 69 55
internal_value=0 0.00295678 0.00282719 0.00182146 0.00311864 0.00226306 0.00110436 0.00213072 0.00299875 0.00541635 0.00324305 0.00302864 0.00324843 0.00132303 0.00405611 0.00202032 0.00308476 0.00331583 0.00236554 0.00320015 0.00382664 0.00161994 0.00212168
internal_weight=0 2239 2127 478 1649 424 176 122 1576 112 1261 998 884 114 263 315 248 179 263 124 140 139 108
internal_count=2314 2239 2127 478 1649 424 176 122 1576 112 1261 998 884 114 263 315 248 179 263 124 140 139 108
is_linear=0
shrinkage=0.0138815


Tree=2138
num_leaves=16
num_cat=0
split_feature=9 48 48 1 376 2 43 11 16 1 131 39 16 480 52
split_gain=4.08263 2.92482 3.1965 2.24788 2.09702 2.28962 2.12224 1.92606 1.52644 1.41889 1.79479 1.36282 1.18523 0.960896 0.680893
threshold=-1.0000000180025095e-35 -0.082959999999999992 -0.035774999999999994 0.096035000000000023 0.080200000000000007 0.088135000000000005 -0.0068249999999999986 1.0000000180025095e-35 0.10246000000000001 0.10662500000000001 0.090175000000000019 1.0000000180025095e-35 -0.116045 0.086995000000000017 0.022635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 9 -7 11 -8 -5 -11 12 14 -14 -4
right_child=1 2 3 4 -6 6 8 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-0.0007994185942478832 0.0052717797388114008 -0.00080474764160187544 0.00468163795753496 0.0013934263433387404 -0.00081893652458331519 -0.00064259876213297866 0.00096542894580423652 0.0046964936447657602 0.0033117635091601144 0.0052201221167368283 0.0020394105392403778 0.0046216912430634503 0.0024103499742395701 0.0010397852919755179 0.0028667688092332364
leaf_weight=75 60 58 58 63 56 83 127 76 81 73 56 53 1193 99 103
leaf_count=75 60 58 58 63 56 83 127 76 81 73 56 53 1193 99 103
internal_value=0 0.00236386 0.00228372 0.00236825 0.0016234 0.00190686 0.00115989 0.00262193 0.00187983 0.00303826 0.00384045 0.00251714 0.00244028 0.00230544 0.00352146
internal_weight=0 2239 2179 2121 539 483 291 1582 208 192 129 1506 1453 1292 161
internal_count=2314 2239 2179 2121 539 483 291 1582 208 192 129 1506 1453 1292 161
is_linear=0
shrinkage=0.0133425


Tree=2139
num_leaves=20
num_cat=0
split_feature=1 2 16 4 11 4 15 16 124 1 1 16 483 16 2 1429 4 156 15
split_gain=76.8422 17.7152 14.3382 6.01692 4.66864 3.24527 3.24098 3.84592 3.317 2.98973 2.84652 2.78515 2.52921 1.73386 1.65261 1.5219 1.71949 1.18469 0.290544
threshold=0.10141500000000002 0.13880500000000004 0.12292000000000002 0.043850000000000007 1.0000000180025095e-35 -0.048624999999999995 -0.085499999999999979 -0.065564999999999984 -0.051674999999999992 0.079415000000000013 0.11890000000000002 -0.11777499999999998 -0.070084999999999981 -0.12029499999999999 0.10859000000000001 0.084690000000000015 0.0051600000000000005 0.081415000000000015 -0.087044999999999997
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 6 4 12 -4 8 -8 -2 11 -10 18 -1 -3 15 16 17 -14 -5
right_child=1 13 5 9 -6 -7 7 -9 10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0028989180620357696 0.00070009787158926604 0.00078810650322767059 0.0027110058380990392 0.0026487865267047872 0.0030759535207566576 0.0019049334551292398 0.0020620268718672756 0.0011724084676102121 0.0016569797854408305 0.0015691656825376826 0.00091530158764943474 0.0019042975609140629 0.0024938252883415033 0.00014460686443074604 0.0021256647672659372 0.0021377984259375454 0.0020648370150399969 0.0027452551151362302 0.002379781143038938
leaf_weight=87 70 53 66 52 89 60 67 56 84 53 53 86 974 52 89 77 54 136 56
leaf_count=87 70 53 66 52 89 60 67 56 84 53 53 86 974 52 89 77 54 136 56
internal_value=0 0.00139615 0.00160942 0.00245967 0.0025191 0.00232737 0.00133522 0.00165721 0.00114376 0.00209725 0.00137025 0.00224138 0.0024841 0.000469675 0.00245695 0.00248069 0.00250335 0.00252466 0.00250955
internal_weight=0 561 456 1753 1506 126 330 123 207 247 137 194 1417 105 1330 1241 1164 1110 108
internal_count=2314 561 456 1753 1506 126 330 123 207 247 137 194 1417 105 1330 1241 1164 1110 108
is_linear=0
shrinkage=0.00250084


Tree=2140
num_leaves=18
num_cat=0
split_feature=4 49 0 4 0 16 160 4 4 11 0 13 475 151 0 49 13
split_gain=2.64629 1.49623 2.46518 2.03032 1.3456 1.43048 1.60511 1.94311 1.89441 1.8212 1.54786 1.50305 0.950352 1.00776 1.14323 0.94084 1.02918
threshold=0.27044500000000005 -0.020999999999999994 -0.10490499999999998 0.51286500000000013 -0.22984499999999997 -0.0098949999999999975 -0.14835999999999996 -0.37983499999999992 -0.10429499999999998 0.080150000000000013 -0.10185499999999999 -0.0016149999999999999 -0.065099999999999977 -0.086944999999999981 -0.14151499999999997 0.093945000000000015 0.15578000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 12 -7 9 -9 -8 -10 -12 -6 -14 -15 16 -16
right_child=1 2 3 -5 5 6 7 8 10 -11 11 -13 13 14 15 -17 -18
leaf_value=0.0035937162083654458 -0.0012132463089034975 0.0024797270254851046 0.0013123967327960608 -0.0015692889206218377 0.0031738873145151598 -0.0006277561275267906 0.0037408606201896873 -0.00094430414502133032 -0.00052826859479085332 0.00095765400437047539 0.001246387085606072 0.0027771449172380412 0.00031112620141400364 0.0035929317934121326 0.0018881456688057438 0.0006767953954106426 0.0035333528497646302
leaf_weight=56 54 92 74 64 88 54 91 53 53 52 394 117 54 58 887 84 57
leaf_count=56 54 92 74 64 88 54 91 53 53 52 394 117 54 58 887 84 57
internal_value=0 0.000560479 0.000977469 -2.31207e-05 0.00177976 0.00172995 0.00134432 0.0014846 0.00119583 0.00272967 0.00139717 0.00159712 0.00198547 0.00189363 0.0019722 0.00188063 0.00198762
internal_weight=0 284 230 138 2098 2042 814 760 617 143 564 511 1228 1140 1086 1028 944
internal_count=2382 284 230 138 2098 2042 814 760 617 143 564 511 1228 1140 1086 1028 944
is_linear=0
shrinkage=0.0118477


Tree=2141
num_leaves=30
num_cat=0
split_feature=1 3 2 1 2 2 12 48 159 1447 1 16 151 16 13 12 13 12 403 16 12 160 132 1213 1 16 133 1 1
split_gain=83.4803 18.648 6.40479 5.42776 4.87854 4.79557 4.72848 3.22075 3.00235 2.9077 2.65036 6.61686 2.50228 2.09744 3.24305 2.05948 2.04981 1.7502 1.58925 1.42912 1.30923 1.09201 0.793116 0.888011 0.683329 0.656908 0.630401 0.606982 0.464682
threshold=0.10491000000000002 -0.055839999999999994 -0.0050599999999999994 0.13630500000000004 0.114165 0.090000000000000011 0.083785000000000012 0.10396500000000002 -0.091929999999999984 -0.085539999999999991 0.081315000000000012 0.25761500000000009 -0.00016499999999999997 -0.42372999999999994 -0.011834999999999998 0.090255000000000016 -0.08533499999999998 -1.0000000180025095e-35 -0.011089999999999997 -0.027864999999999997 0.087285000000000015 -0.0039899999999999988 -0.014134999999999998 -0.080279999999999976 0.11453000000000001 -0.0054549999999999989 -1.0000000180025095e-35 0.090905000000000014 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 7 24 6 12 13 -7 -8 15 -12 -4 -3 -15 17 -5 -10 22 -14 -19 -17 -11 -24 -2 27 -23 -20 -27
right_child=1 3 5 16 -6 8 9 -9 10 18 11 -13 19 14 -16 21 -18 20 25 -21 -22 26 23 -25 -26 28 -28 -29 -30
leaf_value=0.0016330888773308514 0.0026700150132526416 0.0014569819562743954 0.002713010586474458 2.5198377559107796e-05 0.0014106555545095835 0.0029833262038334932 0.002052088716615638 0.0018095956794171356 0.0023279596867534233 0.0028121128589041716 0.0015515325983732062 0.0028770670628600822 0.003158593444662061 0.0012347536970013602 0.00028608796613382488 0.0020153676702011816 0.00081053688425776038 0.0033165083824755279 0.0029626478267857303 0.003809580638988059 0.0027013509598019956 0.0026516992626233068 0.002162451767367928 0.0025930391414122418 0.0022138298842386472 0.0025177637628272672 0.0023582004408709495 0.0026376123322000081 0.0028806800236129979
leaf_weight=54 55 55 55 62 62 91 56 52 55 89 86 52 61 63 61 60 53 52 313 57 72 95 57 159 61 78 202 61 53
leaf_count=54 55 55 55 62 62 91 56 52 55 89 86 52 61 63 61 60 53 52 313 57 72 95 57 159 61 78 202 61 53
internal_value=0 0.00130458 0.00262894 0.000907951 0.00207538 0.00265873 0.00278861 0.00116696 0.0024823 0.00270004 0.0024146 0.00205124 0.00323178 0.000980097 0.000768324 0.0025081 0.000387409 0.00276568 0.00274479 0.00347332 0.00295957 0.00237886 0.0025767 0.00247956 0.00243039 0.00284625 0.00245219 0.00290972 0.00266483
internal_weight=0 524 1858 346 178 1804 1039 231 765 866 674 138 173 179 124 536 115 179 810 118 124 357 305 216 116 505 297 374 131
internal_count=2382 524 1858 346 178 1804 1039 231 765 866 674 138 173 179 124 536 115 179 810 118 124 357 305 216 116 505 297 374 131
is_linear=0
shrinkage=0.00293013


Tree=2142
num_leaves=19
num_cat=0
split_feature=1 3 124 1 2 14 11 47 3 13 1 16 3 2 1 474 0 13
split_gain=105.61 22.8117 7.38712 6.24218 5.66615 4.26902 4.901 3.86433 4.09478 7.95787 4.85601 3.3674 2.84709 2.07724 1.61194 1.3496 1.03579 0.130317
threshold=0.10491000000000002 -0.055839999999999994 -0.076779999999999987 0.14741000000000001 0.11043500000000002 0.062655000000000016 0.079300000000000009 0.10019500000000002 0.077930000000000013 -0.011494999999999998 0.11684000000000001 -0.18776499999999999 0.097710000000000005 0.08647500000000001 0.078340000000000007 1.0000000180025095e-35 -0.054419999999999989 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 7 16 6 11 8 9 -3 -10 17 13 15 -15 -13 -2 -4
right_child=1 3 5 -5 -6 -7 -8 -9 10 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=0.0021045377952677953 0.0029788841633997211 0.0013505124087440856 0.0023713886087766544 0.00027526605032947554 0.0017047143501154585 0.003674452381647781 0.0020865170309816031 0.001920800230887019 0.0021086530746846515 -5.8419431528858461e-05 0.0009250661372865775 0.0031213920177631227 0.0036197348556173421 0.0028994223660146817 0.0023940584718250089 0.0027291961078595361 0.0024298682464952625 0.0025777804603768144
leaf_weight=83 55 74 54 59 71 60 52 55 52 52 54 587 52 788 52 77 52 53
leaf_count=83 55 74 54 59 71 60 52 55 52 52 54 587 52 788 52 77 52 53
internal_value=0 0.00150724 0.0029109 0.00109386 0.00231059 0.00294859 0.00292318 0.00126204 0.00110575 0.000768815 0.00150597 0.00294932 0.002982 0.00295993 0.00286817 0.00307596 0.00271235 0.0024739
internal_weight=0 524 1858 346 178 1775 1715 287 232 126 106 1663 1556 1504 840 664 107 107
internal_count=2382 524 1858 346 178 1775 1715 287 232 126 106 1663 1556 1504 840 664 107 107
is_linear=0
shrinkage=0.00276112


Tree=2143
num_leaves=17
num_cat=0
split_feature=12 3 15 0 12 12 15 41 43 3 52 52 3 1429 150 43
split_gain=70.1343 30.1279 12.7447 8.16983 8.43673 7.34042 5.69856 4.42767 3.93855 3.75371 2.91242 2.57259 2.30878 1.8814 1.15579 0.960717
threshold=-0.007389999999999999 0.11924500000000002 -0.37478999999999996 0.0037850000000000002 -0.11875499999999999 0.11769500000000001 -0.24269999999999997 0.079300000000000009 -0.073404999999999984 0.17646500000000004 -0.059354999999999991 -0.092264999999999986 -0.08397499999999998 0.083870000000000014 0.102565 -0.093419999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 7 -6 10 -8 -3 11 15 -13 14 -12 -4
right_child=1 9 5 -5 6 -7 8 -9 -10 -11 13 12 -14 -15 -16 -17
leaf_value=0.0024814216038493392 0.0017299626603565687 0.0019448908563400402 0.0031468546206493355 0.0006674316844585697 0.00076025429394253028 0.0021924421209480994 0.0014131008439184718 0.002273355440656499 0.0022434900385145352 0.0010308285660797412 0.0029915820493917381 0.0020475697403497389 0.0027736032390591405 0.0033590242058139682 0.0026282581448933925 0.0028094649547936732
leaf_weight=67 63 59 66 57 54 94 103 66 55 54 1087 52 59 86 59 301
leaf_count=67 63 59 66 57 54 94 103 66 55 54 1087 52 59 86 59 301
internal_value=0 0.00276397 0.00283736 0.00153095 0.00170728 0.00287465 0.00146249 0.00291074 0.00170233 0.00150832 0.00293533 0.00276891 0.00243372 0.00299988 0.0029729 0.00287021
internal_weight=0 2046 1933 336 279 1870 212 1776 158 113 1710 478 111 1232 1146 367
internal_count=2382 2046 1933 336 279 1870 212 1776 158 113 1710 478 111 1232 1146 367
is_linear=0
shrinkage=0.00250084


Tree=2144
num_leaves=26
num_cat=0
split_feature=1 52 1 2 2 10 2 43 13 150 2 0 1 52 52 2 1 1212 43 43 42 52 52 52 2
split_gain=135.943 30.8633 17.0679 8.06126 8.72049 7.86228 6.43104 4.76516 4.56484 2.96293 3.59258 2.91667 2.09165 1.544 2.30694 1.79879 1.43712 1.27981 2.07895 2.0717 2.47735 1.22738 0.97595 1.27327 0.873717
threshold=0.10491000000000002 -0.40011499999999994 0.12394500000000001 0.091955000000000023 -0.0050599999999999994 -0.011239999999999998 1.0000000180025095e-35 -0.00013499999999999997 -0.0042049999999999995 1.0000000180025095e-35 0.12611000000000003 -0.14216999999999999 0.097480000000000011 0.024560000000000002 -1.0000000180025095e-35 0.10559 0.13686500000000004 0.089995000000000019 -0.008069999999999999 0.0054600000000000004 0.065960000000000019 -0.15337499999999996 0.099400000000000016 0.31838000000000005 0.08647500000000001
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 6 4 -1 -4 -3 -8 16 10 12 -6 13 14 15 -5 -7 19 -19 21 -21 -13 -15 -24 -23
right_child=1 2 5 9 11 8 7 -9 -10 -11 -12 17 -14 22 -16 -17 -18 18 -20 20 -22 24 23 -25 -26
leaf_value=0.0020699855384153118 0.0033237733843573371 0.002280716562724684 -0.00025282105735087836 0.003076530869988243 0.0036631535147561853 0.00093389571546652144 0.00076358796669557486 0.001740301629703145 0.0015504208667248879 0.0021684218648529768 0.0021494883242281523 0.0028802440100727895 0.0033631235688831636 0.0032642951374596877 0.0022826191701437902 0.002493972985544067 0.00031115937162371924 0.0024855275467693862 0.0032407462397466748 0.0031946909682441355 0.0024025907194409821 0.0033274911570162977 0.0026730137434406304 0.0031583699880195415 0.0031367778320687319
leaf_weight=54 57 90 52 102 87 54 59 97 60 57 54 71 60 66 77 64 55 54 54 65 53 483 99 68 290
leaf_count=54 57 90 52 102 87 54 59 97 60 57 54 71 60 66 77 64 55 54 54 65 53 483 99 68 290
internal_value=0 0.00144303 0.00121341 0.00300431 0.00313481 0.000667202 0.001704 0.00137109 0.000950457 0.00275999 0.00281709 0.00318448 0.0028843 0.00282388 0.00267177 0.0028521 0.000619936 0.00314554 0.0028634 0.00317718 0.00283916 0.00322441 0.0029824 0.00287082 0.00325598
internal_weight=0 524 467 1858 1211 221 246 156 169 647 590 1157 536 476 243 166 109 1070 108 962 118 844 233 167 773
internal_count=2382 524 467 1858 1211 221 246 156 169 647 590 1157 536 476 243 166 109 1070 108 962 118 844 233 167 773
is_linear=0
shrinkage=0.00270699


Tree=2145
num_leaves=14
num_cat=0
split_feature=4 3 39 3 42 14 2 4 3 3 3 401 2
split_gain=80.6509 27.257 15.6215 12.0821 5.68857 5.54976 4.52252 3.94531 3.5384 3.02243 2.58801 2.13294 2.02778
threshold=0.30163500000000004 0.25468500000000005 0.081875000000000017 0.13772500000000001 0.086700000000000013 0.062655000000000016 0.12131500000000002 -0.080954999999999985 0.086245000000000016 -0.10175499999999998 -0.011259999999999997 0.080710000000000018 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 11 9 -9 -4 12 -1
right_child=3 -3 10 -5 -6 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=0.003324050014061752 0.0021095625441222943 0.0010362794392976009 0.0018362254230830306 0.00015325399940980785 0.0010750795561524061 0.0039666748066395632 0.0024647776891082306 0.0024065568570045379 0.0023351795085689237 0.0031260210774924886 0.0025818775163946621 0.0028157367177847744 0.0037923299127869754
leaf_weight=379 99 58 83 64 85 69 87 53 56 1073 78 56 102
leaf_count=379 99 58 83 64 85 69 87 53 56 1073 78 56 102
internal_value=0 0.00301776 0.0030742 0.0012504 0.00163185 0.00314944 0.0031182 0.00315126 0.00305635 0.00309218 0.00219767 0.00336011 0.00342342
internal_weight=0 2094 2036 248 184 1875 1806 1719 1182 1126 161 537 481
internal_count=2342 2094 2036 248 184 1875 1806 1719 1182 1126 161 537 481
is_linear=0
shrinkage=0.00293013


Tree=2146
num_leaves=13
num_cat=0
split_feature=3 1455 39 11 3 1 0 4 0 0 39 3
split_gain=5.58227 2.42158 1.86545 1.94233 2.32182 3.03772 2.55872 4.03121 1.3041 1.2564 1.09219 0.946464
threshold=0.25468500000000005 0.10563500000000002 0.10076500000000001 0.079915000000000014 -0.11197999999999998 0.078015000000000015 -0.11692999999999999 0.076415000000000025 -0.099059999999999995 -0.11073999999999999 0.087880000000000014 -0.011259999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -5 -2 11 -8
right_child=9 -3 -4 8 6 -7 10 -9 -10 -11 -12 -13
leaf_value=0.0026021433101465321 0.00078221122291883757 0.0048389742225429305 0.00054542683999564022 0.0052717469795176518 -0.00063392613213258486 -0.0011512864468292345 0.0025534809298025265 0.0028929333077753337 0.0028665062265556111 -0.001815153946604284 0.0010759146939597203 0.0036963808783413749
leaf_weight=65 62 60 86 55 101 66 1416 96 92 52 71 120
leaf_count=65 62 60 86 55 101 66 1416 96 92 52 71 120
internal_value=0 0.00239418 0.00232646 0.00239996 0.00229602 0.000710098 0.00241111 0.00108408 0.00376732 -0.000401398 0.00257371 0.00264286
internal_weight=0 2228 2168 2082 1935 131 1804 197 147 114 1607 1536
internal_count=2342 2228 2168 2082 1935 131 1804 197 147 114 1607 1536
is_linear=0
shrinkage=0.0123264


Tree=2147
num_leaves=16
num_cat=0
split_feature=4 3 12 3 2 0 4 3 0 3 43 0 12 42 13
split_gain=65.2478 16.2029 13.21 7.22314 5.51974 3.85739 3.65732 5.39421 3.57452 2.91762 2.46085 2.83055 1.79976 1.60073 1.2733
threshold=0.27161500000000005 0.25468500000000005 -0.077034999999999978 -0.010299999999999998 0.13290500000000002 -0.10185499999999999 -0.082509999999999986 0.088465000000000002 -0.068214999999999984 -0.10175499999999998 -0.20207499999999998 -0.087454999999999991 0.092495000000000008 0.08512500000000002 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 13 6 -5 10 9 -1 -8 -4 -12 -11 -2 -13
right_child=3 -3 4 5 -6 -7 7 -9 -10 12 11 14 -14 -15 -16
leaf_value=0.0021521955339211464 0.0019953680609903933 0.0011214212097007399 0.0023285705291817482 0.0011404979861604555 0.0018470900853381131 0.00028619669038780992 0.0021092818841194484 0.0017694269291896893 0.0012516008764758249 0.0027562205220411635 0.0034724740185185024 0.0026693384201193718 0.002538495404098924 0.0013301931389326374 0.0029915754095540337
leaf_weight=77 55 56 53 87 60 70 71 54 56 763 65 156 446 52 221
leaf_count=77 55 56 53 87 60 70 71 54 56 763 65 156 446 52 221
internal_value=0 0.00255866 0.00259846 0.00112977 0.00265654 0.000759783 0.00268308 0.00260912 0.00177322 0.00264452 0.00288236 0.0029487 0.00267593 0.00167238 0.00285831
internal_weight=0 2078 2022 264 1889 157 1829 1334 133 1280 495 442 1209 107 377
internal_count=2342 2078 2022 264 1889 157 1829 1334 133 1280 495 442 1209 107 377
is_linear=0
shrinkage=0.00270699


Tree=2148
num_leaves=20
num_cat=0
split_feature=4 39 49 43 0 14 0 0 49 49 403 4 14 0 4 4 43 43 157
split_gain=188.613 59.564 11.2591 13.5162 9.37685 7.3413 10.106 6.4208 6.27526 5.80636 4.83165 5.11473 4.77582 6.63144 4.22194 3.89909 2.72502 2.06723 0.306307
threshold=0.30163500000000004 0.081875000000000017 -0.020999999999999994 -0.015804999999999996 -0.076329999999999995 -0.42214499999999994 -0.17785499999999996 -0.068214999999999984 -0.082184999999999994 0.11580500000000001 0.066690000000000013 -0.41016499999999995 0.062655000000000016 -0.13314999999999996 -0.082509999999999986 0.054560000000000004 0.060785000000000013 -0.072864999999999985 -0.0048549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -2 -7 -3 -5 12 11 18 13 -4 -13 -15 -16 -8 -6
right_child=5 7 4 8 10 6 17 -9 -10 -11 -12 14 -14 15 16 -17 -18 -19 -20
leaf_value=0.0029056038148723056 0.0008166478559216622 0.0014151799636695319 0.0020261508084032476 0.0021318780649744844 0.0032921336615661274 0.00060232208962783269 -0.0013336733581666487 0.00023641058517474598 0.00073312534108368023 0.0020073802134564496 0.0016480381652052706 0.0016232395371231099 0.0038662905665950869 0.0030888963269432908 0.0026784485177610649 0.0023954280290396906 0.0019296192419143621 -0.00057759272881029243 0.0029797524425992212
leaf_weight=100 54 92 62 55 56 59 54 75 60 53 54 52 57 932 249 79 53 81 65
leaf_count=100 54 92 62 55 56 59 54 75 60 53 54 52 57 932 249 79 53 81 65
internal_value=0 0.00259854 0.00274694 0.0021017 0.00282795 -0.000157804 -0.000429208 0.000885984 0.00140237 0.002976 0.0024968 0.00259323 0.0030214 0.00297649 0.00241151 0.00303474 0.00254714 -0.000880261 0.00312459
internal_weight=0 2094 1927 215 1712 248 194 167 115 1183 529 475 1130 1073 354 1011 302 135 121
internal_count=2342 2094 1927 215 1712 248 194 167 115 1183 529 475 1130 1073 354 1011 302 135 121
is_linear=0
shrinkage=0.00298873


Tree=2149
num_leaves=14
num_cat=0
split_feature=3 39 159 1213 3 3 0 160 0 16 2 16 12
split_gain=4.88672 1.77264 1.35421 1.23056 2.1788 2.05012 1.83442 1.49567 1.64322 1.01408 0.632679 0.630151 0.267921
threshold=0.25468500000000005 0.10076500000000001 -0.41538999999999998 0.084950000000000012 -0.085499999999999979 -0.15680499999999997 0.036480000000000005 -0.4182249999999999 -0.22607999999999998 -0.10346499999999999 0.090485000000000024 0.058765000000000005 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 -5 11 7 12 -9 -2 -1 -4 -7
right_child=9 -3 3 4 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0031811600339019244 -0.0017533466666499341 0.00062740887202882749 0.0034108649855409149 -0.00080324808327327478 0.0027135677258027804 0.0051178709286873302 0.00064154113848692053 0.00047916970142826583 0.0027167252040614116 0.00097051660114208017 0.0053728495248891893 0.0053907147049402221 0.0036731648265420388
leaf_weight=55 58 87 64 58 100 52 93 72 1461 56 56 72 58
leaf_count=55 58 87 64 58 100 52 93 72 1461 56 56 72 58
internal_value=0 0.00265058 0.00273272 0.00264758 0.00142161 0.00275097 0.00261699 0.00272871 0.00261174 -0.000413956 0.00428827 0.00446015 0.00435752
internal_weight=0 2228 2141 2030 158 1872 1736 1643 1533 114 111 136 110
internal_count=2342 2228 2141 2030 158 1872 1736 1643 1533 114 111 136 110
is_linear=0
shrinkage=0.0144423


Tree=2150
num_leaves=23
num_cat=0
split_feature=4 123 13 4 15 13 457 13 16 43 43 15 13 15 15 4 16 42 42 15 40 52
split_gain=157.759 47.2766 31.6914 9.59614 9.88146 11.5763 9.23618 6.21656 3.57985 3.49405 7.12318 6.49835 3.28271 2.6434 2.53619 2.44963 2.1272 1.66924 1.4906 1.40183 0.678155 0.308871
threshold=0.30163500000000004 1.0000000180025095e-35 -0.28558999999999996 -0.03463999999999999 -0.15614499999999998 -0.078389999999999974 0.083415000000000017 -0.074014999999999984 -0.49181999999999998 0.0066850000000000008 -0.00067499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 0.11315500000000002 -0.032704999999999991 0.043850000000000007 0.15050500000000003 -0.0043149999999999994 0.10059500000000002 -0.010999999999999998 -0.080884999999999985 -0.55582999999999994
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 2 -1 9 -5 15 14 8 -2 10 11 -4 -9 -13 -7 19 -12 -11 -19 -6 -3 -18
right_child=7 20 3 4 5 6 -8 12 -10 17 16 13 -14 -15 -16 -17 21 18 -20 -21 -22 -23
leaf_value=0.0020587398789252438 0.0016972344770717763 0.0024456828591053639 0.0035496185933509799 0.0050225042315782875 0.0041951649122970083 0.0037755052007782852 0.002402626224750144 0.0023942303998826719 0.0007225869544024285 0.0042984457651266727 0.0052317791919501838 0.0044505197681025824 0.0015284009665787574 0.0039143061816936855 0.0031404600960808706 0.0037636772667391065 0.0047745649896384097 0.003398073992215078 0.0040557355801814857 0.0046585473151153 0.0020144244539005611 0.0044593953584136561
leaf_weight=60 58 69 89 60 240 291 53 90 62 75 80 488 57 87 61 89 57 52 60 68 52 53
leaf_count=60 58 69 89 60 240 291 53 90 62 75 80 488 57 87 61 89 57 52 60 68 52 53
internal_value=0 0.00396971 0.00407504 0.0041386 0.00391844 0.00383581 0.00350034 0.00167015 0.00119392 0.00432087 0.00439755 0.0042596 0.00205871 0.00436944 0.00366554 0.00417796 0.00487948 0.00397052 0.00375066 0.00429757 0.0022606 0.00462298
internal_weight=0 2084 1963 1903 862 802 405 267 120 1041 854 664 147 575 352 397 190 187 112 308 121 110
internal_count=2351 2084 1963 1903 862 802 405 267 120 1041 854 664 147 575 352 397 190 187 112 308 121 110
is_linear=0
shrinkage=0.00281635


Tree=2151
num_leaves=15
num_cat=0
split_feature=3 49 40 130 3 133 49 48 48 49 3 11 402 12
split_gain=3.6359 3.11508 2.32186 1.53329 1.81096 3.65733 1.53631 1.77807 1.68054 1.1676 1.11461 1.045 0.437155 0.505972
threshold=0.31299000000000005 -0.15302999999999997 -0.083564999999999987 0.085620000000000016 -0.10175499999999998 -0.0039349999999999993 0.14774000000000004 0.10713500000000002 0.092265000000000014 0.09567500000000001 -0.23303499999999996 0.080150000000000013 -0.024724999999999997 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -6 12 -7 -12 -5 -14
right_child=-2 2 3 9 6 10 -8 -9 -10 -11 11 -13 13 -15
leaf_value=0.0044089521710063816 -0.00035360862310469121 -5.6551965226776938e-05 -0.0017302462364846298 0.0023308874674984703 0.002036281842780931 0.0026854825141388191 5.2761369104100574e-05 0.003815394211896324 0.00034672900247584645 0.0015176187590513442 0.0018305165887155599 -0.0001907686413236064 0.0043941028822756158 0.0029771189904820704
leaf_weight=64 94 79 53 53 1380 79 53 69 81 73 79 57 56 81
leaf_count=64 94 79 53 53 1380 79 53 69 81 73 79 57 56 81
internal_value=0 0.0019311 0.00185873 0.00193036 0.00181457 0.000948006 0.0019612 0.00202723 0.00194269 0.00274488 0.00160879 0.000982466 0.00321577 0.00355721
internal_weight=0 2257 2193 2114 1851 268 1583 1530 1461 263 215 136 190 137
internal_count=2351 2257 2193 2114 1851 268 1583 1530 1461 263 215 136 190 137
is_linear=0
shrinkage=0.0113877


Tree=2152
num_leaves=22
num_cat=0
split_feature=4 3 2 376 2 3 15 47 4 49 2 14 16 151 42 49 2 16 15 16 16
split_gain=100.76 31.2125 13.6671 9.23364 8.62376 7.35557 11.6357 9.20859 3.43212 2.89151 2.73911 2.60143 4.13995 2.53396 2.13811 1.91232 1.83096 1.62798 1.09642 1.26448 2.19087
threshold=0.30163500000000004 -0.06340999999999998 0.14271500000000001 0.080200000000000007 0.14530500000000005 0.10632000000000001 -1.0000000180025095e-35 0.077555000000000013 0.0030100000000000001 0.059705000000000001 0.11342000000000001 -0.41790499999999997 -0.49181999999999998 -0.086379999999999985 0.10378500000000002 -0.016709999999999999 0.11252000000000002 0.0070300000000000007 -0.10602999999999999 0.46043000000000006 -0.057579999999999992
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 8 3 5 11 6 7 9 10 -3 13 -2 16 -1 15 -15 -13 -17 -10 20 -20
right_child=4 2 -4 -5 -6 -7 -8 -9 18 -11 -12 12 -14 14 -16 17 -18 -19 19 -21 -22
leaf_value=0.0037958037648238856 0.002869513565746864 0.0027142563052783919 0.0019814665724342461 0.0025369998756145521 0.00098723864220336003 0.003005592512932205 0.0048641476755194833 0.0044420244695901646 0.0042517889960875053 0.0036168658894753999 0.0035778222214959245 0.0028519478112918537 0.001466624542705108 0.0048595798766546128 0.0038926742379956987 0.0043712202664269884 0.0020779792401579311 0.0040854196485635179 0.0038851648344692406 0.0041520117829237681 0.0031463563855652302
leaf_weight=94 55 75 57 71 52 99 82 65 52 52 53 53 54 58 103 788 53 224 102 56 53
leaf_count=94 55 75 57 71 52 99 82 65 52 52 53 53 54 58 103 788 53 224 102 56 53
internal_value=0 0.00397116 0.00333343 0.00350693 0.00205906 0.00369147 0.00393917 0.00354396 0.00417297 0.00308408 0.00423412 0.00231814 0.00212842 0.00426155 0.00429885 0.00433792 0.00246526 0.00430799 0.00386594 0.00377071 0.00363274
internal_weight=0 2084 501 444 267 373 274 192 1583 127 1320 215 160 1267 1173 1070 106 1012 263 211 155
internal_count=2351 2084 501 444 267 373 274 192 1583 127 1320 215 160 1267 1173 1070 106 1012 263 211 155
is_linear=0
shrinkage=0.00293013


Tree=2153
num_leaves=11
num_cat=0
split_feature=3 123 49 3 4 48 150 48 49 12
split_gain=2.85562 2.43582 2.03335 1.42276 1.19174 1.86526 2.02449 1.26001 2.28514 0.489949
threshold=0.31299000000000005 1.0000000180025095e-35 -0.089819999999999983 -0.013399999999999999 0.41555500000000006 0.10697000000000002 -0.045534999999999992 -0.065224999999999991 -0.014169999999999999 -0.089089999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -4 -8 -9 -5
right_child=-2 3 4 9 -6 -7 7 8 -10 -11
leaf_value=0.0038221971694432475 -0.000222432277553007 0.0019060272560730311 -0.0004036830217065007 0.00049855654829169095 0.00070876095289965264 0.0039279980259147073 0.0037222250342783176 0.00014792123076101663 0.0021079457435866818 -0.00118453873613515
leaf_weight=98 94 73 52 53 103 79 67 96 1584 52
leaf_count=98 94 73 52 53 103 79 67 96 1584 52
internal_value=0 0.00196903 0.00208754 0.000584087 0.00200166 0.0020725 0.00199095 0.0020623 0.00199602 -0.000333723
internal_weight=0 2257 2079 178 1981 1878 1799 1747 1680 105
internal_count=2351 2257 2079 178 1981 1878 1799 1747 1680 105
is_linear=0
shrinkage=0.0123264


Tree=2154
num_leaves=17
num_cat=0
split_feature=1 1 3 39 47 3 3 3 3 3 49 11 3 51 47 11
split_gain=97.9527 17.7563 10.0472 7.15279 6.5005 4.41385 6.32927 4.17221 4.79966 3.40607 3.40262 2.65262 3.75138 3.21921 1.96058 0.312308
threshold=0.10335000000000001 0.12765500000000005 -0.031844999999999991 0.081875000000000017 0.08265500000000002 0.091170000000000015 -0.029309999999999996 1.0000000180025095e-35 0.12031000000000001 -0.010299999999999998 0.12314000000000001 0.080455000000000013 -0.12077499999999998 0.0089800000000000019 0.084210000000000021 0.085875000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 9 6 10 -4 -9 -3 11 12 -1 -14 15 -2
right_child=1 4 7 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0028869646635659072 0.002535651597041682 0.0016264033988730286 0.0014455027766961557 0.0026183774282692762 0.0022584428303609877 0.0028572743516128421 0.004236485593565229 0.0028908758680011642 0.0017113493973721439 0.00076283253440165419 0.002734442711226462 0.0040481208330797932 0.0035335129596952542 0.0030973862710317575 0.0033181111192638309 0.0028497714915339161
leaf_weight=90 53 60 71 86 52 94 85 57 53 92 52 61 1173 153 65 54
leaf_count=90 53 60 71 86 52 94 85 57 53 92 52 61 1173 153 65 54
internal_value=0 0.00206016 0.00244254 0.00341234 0.00139835 0.0034523 0.00348694 0.00197885 0.00232283 0.00110391 0.00344525 0.00347025 0.00344534 0.00348321 0.00293032 0.00269446
internal_weight=0 557 353 1794 204 1708 1614 181 110 152 1529 1477 1416 1326 172 107
internal_count=2351 557 353 1794 204 1708 1614 181 110 152 1529 1477 1416 1326 172 107
is_linear=0
shrinkage=0.00281635


Tree=2155
num_leaves=17
num_cat=0
split_feature=2 0 4 0 12 0 1 0 0 0 1 4 2 12 0 2
split_gain=3.33138 2.46132 2.82968 2.11444 1.39277 1.60245 1.32531 1.29058 3.21214 1.1179 1.5788 1.00815 0.979231 0.787572 0.288063 0.0716908
threshold=0.10527500000000002 0.076335000000000014 -0.14538499999999996 -0.080689999999999984 0.11461500000000001 -0.066044999999999979 0.10548500000000001 -0.15385999999999997 -0.11073999999999999 0.12113000000000002 0.10141500000000002 0.032965000000000001 0.12051500000000002 -1.0000000180025095e-35 -0.054419999999999989 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 6 5 7 -2 -4 -9 10 14 -10 -8 -12 -5 -1
right_child=3 -3 4 9 -6 -7 12 8 11 -11 13 -13 -14 -15 -16 -17
leaf_value=0.0043845782804851222 -0.0017350833393834186 -0.00019624969519984803 0.0034801995662048424 0.0021897213437052478 0.0039554228829220143 0.00036649798394653755 0.0014598587012627023 -0.0002600801555668155 0.0021970024223585106 -9.1207756912668294e-05 0.0019222575039616878 0.0010643590572147216 -0.00044424550306563278 -7.2700656927565777e-05 0.0032536445145244642 0.0037128173830043459
leaf_weight=53 53 74 85 97 52 97 82 96 1133 55 52 134 82 71 66 53
leaf_count=53 53 74 85 97 52 97 82 96 1133 55 52 134 82 71 66 53
internal_value=0 0.00200286 0.00209849 0.000910595 0.00196888 0.00190194 -3.9996e-05 0.0020047 0.00191259 0.0015159 0.00182542 0.00207732 0.000507004 0.000769626 0.00262132 0.00404994
internal_weight=0 1777 1703 558 1597 1545 217 1448 1363 341 286 1267 164 123 163 106
internal_count=2335 1777 1703 558 1597 1545 217 1448 1363 341 286 1267 164 123 163 106
is_linear=0
shrinkage=0.0123264


Tree=2156
num_leaves=19
num_cat=0
split_feature=2 39 2 0 2 14 2 0 52 0 15 15 42 43 43 0 52 2
split_gain=127.09 41.6874 22.5627 17.3978 15.7711 7.75589 10.246 6.84946 5.71695 5.15084 6.00105 2.87879 2.79428 2.87187 2.69911 2.18388 1.32996 0.93357
threshold=0.12051500000000002 0.081875000000000017 0.10527500000000002 -0.080689999999999984 0.14870000000000003 0.076975000000000002 -0.011974999999999998 -0.074754999999999988 -0.08130999999999998 -0.10891999999999999 -0.097984999999999989 -0.074254999999999974 0.088200000000000014 0.043850000000000007 -0.04009999999999999 -0.096139999999999989 -0.35673999999999995 0.11366500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 17 7 6 -1 -2 -3 10 -8 -9 13 -11 -5 -10 -14 -4
right_child=4 8 3 14 -6 -7 9 11 15 12 -12 -13 16 -15 -16 -17 -18 -19
leaf_value=0.001795721790470292 0.00042445795335139088 0.0021023620420553965 0.00099819962250181091 0.0031312130230236215 -0.00017239019933362146 0.0039012876149445994 0.0031258351294144427 0.0011652431933039148 0.001535643771384252 0.003159701889876822 0.0019433522088051168 0.0020637201537115576 0.0024632558850235077 0.0027037094698333757 0.0024022656210627795 0.00078461414240225177 0.0028988663368143082 0.0015114157927252957
leaf_weight=57 53 71 53 59 96 62 55 52 52 800 74 53 60 117 103 63 403 52
leaf_count=57 53 71 53 59 96 62 55 52 52 800 74 53 60 117 103 63 403 52
internal_value=0 0.00272116 0.00284121 0.00211146 0.000692699 0.00296087 0.00292362 0.00121851 0.0014979 0.00296621 0.00244774 0.00161904 0.00301465 0.00310155 0.00266792 0.00112446 0.00284248 0.00125264
internal_weight=0 2081 1895 267 254 1628 1566 158 186 1509 129 105 1380 917 162 115 463 105
internal_count=2335 2081 1895 267 254 1628 1566 158 186 1509 129 105 1380 917 162 115 463 105
is_linear=0
shrinkage=0.00270699


Tree=2157
num_leaves=25
num_cat=0
split_feature=3 394 42 482 3 16 3 12 12 16 16 3 3 16 42 132 13 0 16 403 12 0 16 133
split_gain=3.42053 2.1284 1.93236 1.65078 1.91087 4.11515 1.72396 1.6833 3.04414 2.50697 1.55342 1.45647 2.20475 2.18851 2.80451 1.13238 1.2162 0.877922 1.00641 0.856406 0.479825 0.367556 0.339713 0.189809
threshold=-0.082254999999999981 -0.08151499999999999 0.128055 0.095830000000000012 0.10632000000000001 -0.061784999999999993 0.077930000000000013 0.084160000000000013 -0.064509999999999984 -0.013024999999999998 -0.42618999999999996 -0.12595999999999999 -0.083249999999999977 0.065440000000000012 0.088655000000000025 1.0000000180025095e-35 -0.057284999999999996 -0.08645499999999999 -0.071629999999999985 -0.14367499999999997 0.094225000000000017 -0.082284999999999983 -0.015379999999999998 0.0061750000000000008
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 -1 3 4 6 10 7 8 9 -2 -6 13 17 14 -3 16 -9 18 -13 -19 21 -21 -8 -14
right_child=2 11 -4 -5 5 -7 22 15 -10 -11 -12 12 23 -15 -16 -17 -18 19 -20 20 -22 -23 -24 -25
leaf_value=0.00032374798925407188 -7.4211257098569239e-05 0.0053104100789621612 -0.0010017222206396624 0.0031797447035618789 4.3096119415245889e-05 -0.0023228906709273104 0.002140706912370012 0.0016772763020807607 -0.0021992508502997584 0.0026373887545770346 0.0026874594545164836 0.0019842622792220948 0.0041350569124809231 0.0015364846590669818 0.0018090615711750953 0.0030017201580141203 0.00038486492747667218 0.0034432670169075017 6.0377210402644331e-05 0.0015672018060030649 0.00089313665420791841 0.0024205964521100457 0.0034759626690303185 0.0030902361939330832
leaf_weight=89 120 91 57 63 66 68 58 436 53 85 64 74 53 81 53 69 141 53 86 144 70 154 55 52
leaf_count=89 120 91 57 63 66 68 58 436 53 85 64 74 53 81 53 69 141 53 86 144 70 154 55 52
internal_value=0 0.00210916 0.00117405 0.00127119 0.00117212 8.52787e-05 0.00138359 0.00120743 0.000381606 0.00104948 0.00134593 0.00228344 0.00200619 0.00312818 0.00402262 0.00153705 0.00136168 0.00171452 0.00095098 0.00200439 0.00179681 0.00200865 0.00279175 0.00361885
internal_weight=0 1000 1335 1278 1215 198 1017 904 258 205 130 911 686 225 144 646 577 581 160 421 368 298 113 105
internal_count=2335 1000 1335 1278 1215 198 1017 904 258 205 130 911 686 225 144 646 577 581 160 421 368 298 113 105
is_linear=0
shrinkage=0.0120847


Tree=2158
num_leaves=23
num_cat=0
split_feature=149 49 15 15 4 16 4 43 16 15 4 42 43 4 474 484 4 42 159 42 43 51
split_gain=2.13659 2.90469 1.94265 1.99388 2.32896 3.20239 1.34103 1.6533 1.43498 1.24481 1.01663 0.978207 0.950977 0.937432 1.25282 0.73552 0.621886 0.585824 0.364145 0.308261 0.634397 0.169375
threshold=0.079000000000000015 -0.14811499999999997 0.083185000000000023 -0.0061449999999999986 -0.44205499999999992 -0.075434999999999988 0.30163500000000004 -0.072864999999999985 -0.41863499999999992 0.087720000000000006 -0.050564999999999992 0.085790000000000019 -0.093419999999999989 0.19411000000000003 0.023345000000000001 -0.059599999999999993 -0.085474999999999982 -0.094449999999999992 -0.018164999999999997 -0.092104999999999979 -0.0083249999999999973 -0.025904999999999994
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 -1 3 6 21 -6 12 -8 -9 11 15 19 17 14 -14 -11 -17 -3 -18 -4 -21 -5
right_child=-2 2 9 4 5 -7 7 8 -10 10 -12 -13 13 -15 -16 16 18 -19 -20 20 -22 -23
leaf_value=-0.0016696774413148649 0.0039432535420113723 0.001745904199858313 0.0013806985370047415 0.0010945875855114947 0.0013845004827854738 -0.0023103945350924173 -0.0011049308547975559 0.0001917144683561802 0.0028892331889368355 -8.3279655008939774e-05 0.0031657726143450565 0.0041075813728661172 0.0010148206836689392 0.0031179776815660775 0.0022265475728123186 0.0028902397252734348 0.0023121556424362459 0.0035808957375025705 0.0011851505740793466 0.0018300278564535092 0.0036518881060908603 0.0021394906844283031
leaf_weight=53 56 59 53 52 67 100 76 83 57 52 62 64 585 53 195 53 59 61 302 82 55 56
leaf_count=53 56 59 53 52 67 100 76 83 57 52 62 64 585 53 195 53 59 61 302 82 55 56
internal_value=0 0.00135559 0.00142768 0.00114307 0.000140334 -0.000827175 0.00137884 0.000447333 0.00129099 0.00195304 0.00159042 0.00270629 0.00158982 0.00143263 0.00131793 0.00138052 0.00156472 0.00267986 0.00136973 0.00223354 0.00256245 0.00163768
internal_weight=0 2279 2226 1444 275 167 1169 216 140 782 528 254 953 833 780 466 414 120 361 190 137 108
internal_count=2335 2279 2226 1444 275 167 1169 216 140 782 528 254 953 833 780 466 414 120 361 190 137 108
is_linear=0
shrinkage=0.0130808


Tree=2159
num_leaves=26
num_cat=0
split_feature=3 1 52 160 12 2 1 51 3 3 4 0 132 16 42 15 43 15 12 16 3 133 12 4 16
split_gain=2.01063 2.1685 2.82984 2.27885 1.91005 1.8018 2.0936 1.816 1.79235 3.44436 1.51849 1.45875 1.35192 1.46669 1.38041 1.35192 0.979793 0.96695 0.919311 1.36693 0.583745 0.722134 0.643887 0.490787 0.502995
threshold=-0.082254999999999981 0.10335000000000001 -0.15824499999999997 0.066685000000000008 -0.10236499999999998 0.10054500000000001 0.097480000000000011 0.077225000000000016 -0.010299999999999998 0.085315000000000016 -0.0038549999999999995 -0.11169999999999998 0.081465000000000024 -0.088734999999999994 -0.010169999999999998 -0.092534999999999992 -0.14726499999999995 -0.074054999999999996 0.023990000000000004 0.16141000000000003 -0.084074999999999997 0.083700000000000011 0.083785000000000012 -0.079374999999999987 -0.091029999999999986
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 3 -3 11 -4 7 -7 12 15 -10 -5 -2 13 14 -1 -6 -15 -11 -13 23 22 -22 -18 -20 -25
right_child=1 2 4 10 8 6 -8 -9 9 17 -12 18 -14 16 -16 -17 20 -19 19 -21 21 -23 -24 24 -26
leaf_value=0.0015969421880611505 -0.00077730950957276149 -0.0023990708684167171 0.0027829204470964943 0.004406255546988559 -0.00013111099678975958 -0.0012281794292824594 0.0015990572248715707 0.0036936925534263943 -0.0031252972437415252 0.0016561707204526205 0.0016234800972664213 0.0022251924252603976 1.2420435527244297e-05 0.0031647907935350422 0.0042988275450835858 0.0026808671337145056 0.0022550169515707075 -0.00065305582836188032 0.00014072623327775975 -0.00058443887237916116 0.0010997417289715298 0.0031657222507847451 0.00086620944204679039 0.00055156236614066544 0.0015469030694698173
leaf_weight=57 76 65 52 53 52 74 103 79 62 65 83 101 75 55 69 61 67 55 69 87 54 58 309 111 343
leaf_count=57 76 65 52 53 52 74 103 79 62 65 83 101 75 55 69 61 67 55 69 87 54 58 309 111 343
internal_value=0 0.000830225 5.62577e-05 0.00117555 0.000516584 0.0015911 0.000416275 0.0018436 0.00011663 -0.000670524 0.00270895 0.000910395 0.00164696 0.00183 0.00307763 0.00138565 0.00154025 0.000596634 0.00109099 0.000902971 0.00135687 0.00217085 0.00111405 0.00115066 0.00130385
internal_weight=0 1335 412 923 347 1000 177 823 295 182 136 787 744 669 126 113 543 120 711 610 488 112 376 523 454
internal_count=2335 1335 412 923 347 1000 177 823 295 182 136 787 744 669 126 113 543 120 711 610 488 112 376 523 454
is_linear=0
shrinkage=0.0128244


Tree=2160
num_leaves=24
num_cat=0
split_feature=1 52 14 12 1 51 51 47 52 12 0 42 0 0 0 157 42 160 42 12 0 48 12
split_gain=75.7286 18.3846 14.2223 10.2621 6.79917 5.58357 5.55991 4.77747 4.42471 3.71513 3.11747 4.17371 2.37254 2.27472 2.22947 1.51695 1.12498 0.857961 0.767552 0.75588 0.864999 0.83863 0.442268
threshold=0.10574000000000001 -0.24526499999999998 0.062655000000000016 0.077755000000000005 0.14787500000000001 -0.096089999999999981 0.10501000000000001 0.09717000000000002 0.026115000000000003 0.10184000000000001 -0.10417499999999999 0.087075000000000014 -0.14733499999999997 -0.11073999999999999 -0.07304999999999999 -0.079594999999999985 -0.044809999999999996 -0.073574999999999988 0.084645000000000012 0.092495000000000008 -0.079724999999999976 0.089830000000000007 0.11086000000000001
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 -2 3 5 6 -1 7 10 12 13 -3 -12 -7 -5 -14 17 22 18 -15 21 -21 -17 -11
right_child=1 4 -4 9 -6 8 -8 -9 -10 16 11 -13 14 15 -16 19 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0028208691644871667 0.0027545648838845282 0.0013882001992682105 0.0037192425357466244 0.0021510822945379252 0.00029626590570002099 0.0011736545227449488 0.0020620087141086474 0.001913994281105358 0.0025271520099382407 0.0023084178692299611 0.00042688076424604457 0.0013080593506546287 0.0022118450109646077 0.0030058204514220167 0.0014623565480051985 0.002720212717878596 0.0020802079415886895 0.0031634172089934883 0.0025496067999270979 0.0022677319665141329 0.0026129517729500456 0.0023940983482668727 0.0026515853647442458
leaf_weight=53 61 104 73 59 52 52 60 52 53 59 91 65 60 52 53 703 102 65 55 68 227 62 52
leaf_count=53 61 104 73 59 52 52 60 52 53 59 91 65 60 52 53 703 102 65 55 68 227 62 52
internal_value=0 0.00139195 0.00257038 0.00252312 0.00119585 0.00204725 0.00132152 0.00117902 0.00185904 0.00260884 0.00103192 0.00079422 0.00164426 0.00266255 0.00186057 0.00268702 0.00228318 0.00291982 0.00277158 0.00264922 0.00253347 0.00269382 0.00246944
internal_weight=0 485 1848 1775 424 271 372 312 218 1504 260 156 165 1291 113 1232 213 172 107 1060 295 765 111
internal_count=2333 485 1848 1775 424 271 372 312 218 1504 260 156 165 1291 113 1232 213 172 107 1060 295 765 111
is_linear=0
shrinkage=0.00265391


Tree=2161
num_leaves=25
num_cat=0
split_feature=1 4 3 1 4 12 12 4 4 11 12 15 0 4 3 15 3 1429 4 3 0 4 1203 403
split_gain=157.887 33.2843 18.0046 11.4406 10.4845 10.2422 8.92858 6.18808 7.38189 5.24637 4.25839 3.78674 3.75011 2.66171 2.44936 2.4017 1.81411 1.31814 1.29088 1.21192 0.878006 0.868656 0.857238 0.633969
threshold=0.10538500000000002 -0.03463999999999999 -0.065259999999999999 0.14699000000000004 0.36766000000000004 0.077755000000000005 0.09334000000000002 -0.033449999999999987 -0.00076499999999999995 1.0000000180025095e-35 0.11844 -0.097269999999999981 -0.10185499999999999 0.053255000000000004 -0.0042999999999999991 -0.10114499999999998 -0.096099999999999977 0.084885000000000002 -0.081374999999999989 -0.08095999999999999 -0.0042749999999999993 -0.085574999999999984 0.084795000000000023 -0.072624999999999981
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=5 -2 4 12 -3 7 9 20 -9 16 13 -10 15 18 -14 -4 -7 21 -8 -20 -1 -18 -23 -21
right_child=1 2 3 -5 -6 6 10 8 11 -11 -12 -13 14 -15 -16 -17 17 -19 19 23 -22 22 -24 -25
leaf_value=0.003814079939046258 0.003253539751165322 0.0032289230818574638 0.0020889270917584719 9.560779444368649e-05 0.0016350289034756484 0.0033097172016505728 0.003799218436197304 0.0019453096013732349 0.0035596852657610086 0.0044155370125934347 0.0027143674734871766 0.0026717456393949715 0.0014645775101310553 0.0029354878619039008 0.00066456215087131397 0.0013820710227103242 0.0039288694642470529 0.0041222035918638267 0.0031166720912246997 0.0037713589687354003 0.0033303320608329928 0.0036394435455578181 0.0039885773085032569 0.0034316063281303547
leaf_weight=52 94 55 64 53 57 81 78 52 64 72 70 67 52 68 52 67 98 53 70 52 53 702 53 154
leaf_count=52 94 55 64 53 57 81 78 52 64 72 70 67 52 68 52 67 98 53 70 52 53 702 53 154
internal_value=0 0.0018601 0.00153257 0.00118814 0.00241799 0.003517 0.00360078 0.00306574 0.00277617 0.00373554 0.00331065 0.00310576 0.00143442 0.0034095 0.00106484 0.00172762 0.00368591 0.00371951 0.00350047 0.00341594 0.00357017 0.00369445 0.00366399 0.0035175
internal_weight=0 494 400 288 112 1839 1551 288 183 1059 492 131 235 422 104 131 987 906 354 276 105 853 755 206
internal_count=2333 494 400 288 112 1839 1551 288 183 1059 492 131 235 422 104 131 987 906 354 276 105 853 755 206
is_linear=0
shrinkage=0.00260187


Tree=2162
num_leaves=14
num_cat=0
split_feature=0 9 13 9 43 2 3 16 1429 16 50 155 52
split_gain=3.51344 3.55831 1.655 1.5765 1.32013 2.51341 3.34229 1.62173 1.16594 1.04983 1.83631 1.30675 0.947693
threshold=0.14486500000000005 0.089995000000000006 -0.42334499999999992 -1.0000000180025095e-35 0.0032700000000000003 0.08826500000000001 -0.080564999999999984 -0.066924999999999985 -0.089414999999999981 0.41484500000000007 -1.0000000180025095e-35 0.088740000000000013 0.08257500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 12 -7 -8 -5 11 -11 -10 -6
right_child=-2 -3 3 4 5 6 7 -9 9 10 -12 -13 -14
leaf_value=0.0029261605452513806 -0.001609299699104085 -0.0016147655594659987 -0.0005066864971216905 0.0030180683961740524 0.0023760255184063395 -0.0025213862473246256 0.001544992040134823 -0.00080678521786409479 0.0013324856681096282 0.00075197137173742235 0.0033950140222820131 -0.00041460347867431133 0.00059794310404694844
leaf_weight=71 54 52 61 52 98 52 97 55 1501 54 76 53 57
leaf_count=71 54 52 61 52 98 52 97 55 1501 54 76 53 57
internal_value=0 0.0012146 0.00128072 0.00122648 0.001277 0.000672179 -0.000125593 0.000693251 0.00140201 0.00135204 0.00229803 0.00127283 0.0017229
internal_weight=0 2279 2227 2156 2095 359 204 152 1736 1684 130 1554 155
internal_count=2333 2279 2227 2156 2095 359 204 152 1736 1684 130 1554 155
is_linear=0
shrinkage=0.0109455


Tree=2163
num_leaves=14
num_cat=0
split_feature=10 10 14 3 0 4 151 3 3 150 124 13 4
split_gain=2.75632 2.46805 1.30573 1.4217 1.00055 5.07518 2.506 1.29252 2.12079 2.01753 1.29635 0.918209 0.862252
threshold=-0.092019999999999977 0.058500000000000003 0.076175000000000007 -0.24177499999999999 -0.11073999999999999 0.0049200000000000008 -0.033849999999999991 0.10449500000000002 -0.015069999999999998 0.083205000000000015 -0.051674999999999992 -0.11122999999999998 0.27287000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -6 -10 -7 -13
right_child=1 -3 -4 4 7 11 -8 -9 10 -11 -12 12 -14
leaf_value=-0.0016416659544267549 -0.00086295754712022903 -0.0015808302658423044 0.0031277301351287875 0.00032534210341222036 0.0013818712353968025 0.0034070184671686904 -0.0038581186135873786 0.0031196530413093245 -0.0019187795352268164 0.0032640973785146607 0.00081837491703416049 0.00052472931995487405 0.0025353497006784975
leaf_weight=62 56 55 73 52 1433 52 54 83 53 114 81 99 66
leaf_count=62 56 55 73 52 1433 52 54 83 53 114 81 99 66
internal_value=0 0.00126575 0.00133646 0.00127538 0.00133282 0.000635654 -0.00180448 0.0014604 0.00137839 0.00152067 -0.000263147 0.00182828 0.00132986
internal_weight=0 2271 2216 2143 2087 323 106 1764 1681 1547 134 217 165
internal_count=2333 2271 2216 2143 2087 323 106 1764 1681 1547 134 217 165
is_linear=0
shrinkage=0.0136093


Tree=2164
num_leaves=12
num_cat=0
split_feature=14 9 151 13 2 14 131 13 2 1429 474
split_gain=2.27118 1.52638 1.20569 1.27425 2.0011 1.35048 1.16254 1.94384 1.21095 1.00594 1.29517
threshold=-0.30192499999999994 0.088235000000000022 0.084350000000000008 0.10637500000000001 0.091955000000000023 0.076175000000000007 0.093260000000000023 -0.006474999999999999 0.083935000000000023 -0.086994999999999989 0.10250500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 9 8 -8 -2 -11
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12
leaf_value=-0.0012238140129383155 0.0025524054415873463 -0.0011427168832799891 0.0025047209899928605 0.0016445695124134786 -0.0012856509722544473 0.0029053989273704591 0.0017663834964218676 0.000278479919872824 0.0041886272271519824 0.00077086223440026567 0.0027175284537832105
leaf_weight=76 56 52 85 61 93 61 77 76 57 1583 56
leaf_count=76 56 52 85 61 93 61 77 76 57 1583 56
internal_value=0 0.000985196 0.00103544 0.000976466 -0.000124108 0.00106274 0.00100367 0.00188665 0.00279774 0.000894195 0.000837456
internal_weight=0 2257 2205 2120 154 1966 1905 210 134 1695 1639
internal_count=2333 2257 2205 2120 154 1966 1905 210 134 1695 1639
is_linear=0
shrinkage=0.0125729


Tree=2165
num_leaves=15
num_cat=0
split_feature=3 2 132 14 16 11 3 49 51 3 3 12 3 12
split_gain=7.07962 2.06354 1.91471 2.73449 1.77614 1.33091 2.38395 1.22074 1.01681 1.30502 1.31108 1.05702 0.47331 0.384063
threshold=0.11745500000000002 0.14530500000000005 0.082230000000000011 -0.10708499999999999 -0.023519999999999996 0.077415000000000012 -0.18766499999999997 0.13087000000000001 0.10328000000000001 0.084735000000000019 -1.0000000180025095e-35 0.090345000000000023 0.30112000000000005 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 -1 13 7 -7 8 9 10 -5 -10 -2 -4
right_child=1 -3 4 5 -6 6 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=0.0029041085902329904 -4.4779965239581893e-05 -0.0031082004527142001 0.0011226476321693347 0.00074826478690524973 -0.0013234573479607777 0.00054664599914029861 0.003514700127918421 -0.00077192289505918429 0.0028702340496303473 -0.00051689830076263562 0.0024337271423389342 0.00087435723099606134 -0.0013299298627830651 -4.5337381721373108e-05
leaf_weight=73 69 53 75 1461 85 66 55 56 52 87 53 68 59 53
leaf_count=73 69 53 75 1461 85 66 55 56 52 87 53 68 59 53
internal_value=0 -0.00136196 0.000802994 0.000905403 -0.000144123 0.000828471 0.00189669 0.00075567 0.000805442 0.000735311 0.000807341 0.00174017 -0.000638031 0.000638151
internal_weight=0 181 2184 1971 213 1898 121 1777 1721 1601 1514 120 128 128
internal_count=2365 181 2184 1971 213 1898 121 1777 1721 1601 1514 120 128 128
is_linear=0
shrinkage=0.0105204


Tree=2166
num_leaves=12
num_cat=0
split_feature=2 10 0 150 11 0 2 2 376 40 49
split_gain=3.75574 1.33001 1.2676 1.18154 1.76109 1.22075 1.11633 1.06533 0.968569 1.09145 0.577495
threshold=0.14870000000000003 0.058500000000000003 0.12500000000000003 0.09487000000000001 1.0000000180025095e-35 -0.029554999999999994 0.10981000000000002 0.10394500000000002 0.048375000000000008 -0.061244999999999994 -0.057024999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 10 -6 9 -1 -5
right_child=-2 -3 -4 6 7 -7 -8 -9 -10 -11 -12
leaf_value=0.0031466143725745153 -0.002134107662366855 -0.0014098223839003211 0.0031217635875587417 0.0016218479871475445 0.0037985806954608614 -0.00074540404311534481 -0.0021471004830810334 0.0011483913916817332 -0.00089266790762356971 0.00096856407876407186 -0.00053103291674000332
leaf_weight=56 100 57 62 57 81 103 54 64 63 1608 60
leaf_count=56 100 57 62 57 81 103 54 64 63 1608 60
internal_value=0 0.000900511 0.000960227 0.000897702 0.00100354 0.000874581 -0.000323743 0.00262997 0.000971293 0.00104196 0.000516408
internal_weight=0 2265 2208 2146 1975 1830 171 145 1727 1664 117
internal_count=2365 2265 2208 2146 1975 1830 171 145 1727 1664 117
is_linear=0
shrinkage=0.0153263


Tree=2167
num_leaves=23
num_cat=0
split_feature=1 1 12 2 1 150 2 133 1 14 12 1446 2 156 12 484 0 403 42 0 12 12
split_gain=123.931 24.9411 20.6622 5.74456 5.09709 5.66003 3.98196 3.24095 3.18084 3.1332 2.40664 2.22533 1.96979 1.63344 2.80905 1.71952 1.47845 1.40451 1.36998 1.35115 0.981395 0.727189
threshold=0.10312500000000001 0.13630500000000004 0.085090000000000013 0.10836000000000003 0.08956500000000002 0.083435000000000023 0.14530500000000005 0.087985000000000022 0.11239500000000001 0.062655000000000016 0.091445000000000012 0.088500000000000009 0.106285 0.050840000000000003 0.083785000000000012 0.049200000000000008 -0.07385499999999999 -0.10802999999999999 0.081685000000000021 -0.13740499999999997 0.077755000000000005 0.11304500000000002
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 7 4 9 16 -3 12 -4 11 -5 13 -2 14 20 -15 18 -16 -6 -14 -1 -12
right_child=1 6 8 10 5 -7 -8 -9 -10 -11 21 -13 19 15 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.003578749865853281 0.0022134175817399514 0.0012012860808443845 0.0033361542650513312 0.0023434680069712084 0.0036892412717697623 0.0022271825450984745 0.00022046592678667679 0.00097988166623836455 0.0025506645245378491 0.0041322444036728453 0.0032115744702650587 0.0039336542268225798 0.0013517875665658382 0.0034619121631714015 0.0031274670693539285 0.0028567480491844838 0.0028846665402558393 0.003442542246264673 0.0031611192791478841 0.0019126962226755756 0.004060065303294451 0.0027847607622477925
leaf_weight=70 62 71 78 52 73 56 66 52 95 57 98 72 81 73 142 85 68 729 95 64 74 52
leaf_count=70 62 71 78 52 73 56 66 52 95 57 98 72 81 73 142 85 68 729 95 64 74 52
internal_value=0 0.00179733 0.00213606 0.00333592 0.00339386 0.00304997 0.000728998 0.00162234 0.00290499 0.00347096 0.00287853 0.00344066 0.00178358 0.00341037 0.00345297 0.00313654 0.00324508 0.00339121 0.00339078 0.00159957 0.00382631 0.00306382
internal_weight=0 569 432 1796 1594 292 137 259 173 1302 202 1245 207 1173 1015 158 236 871 168 145 144 150
internal_count=2365 569 432 1796 1594 292 137 259 173 1302 202 1245 207 1173 1015 158 236 871 168 145 144 150
is_linear=0
shrinkage=0.00287267


Tree=2168
num_leaves=19
num_cat=0
split_feature=3 2 9 12 2 2 2 12 12 16 16 16 1446 1419 0 3 16 42
split_gain=72.8503 32.8348 17.6475 7.98265 9.09429 8.01308 4.23055 4.01147 3.44903 3.08974 2.29244 2.22518 2.15568 1.50086 1.3873 1.06394 0.800998 0.653539
threshold=0.30112000000000005 0.12051500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.10613000000000002 0.074875000000000011 0.15020000000000003 0.095330000000000012 0.10055500000000002 -0.038799999999999994 -0.11777499999999998 0.081265000000000018 0.088500000000000009 1.0000000180025095e-35 -0.11327499999999999 -0.11255999999999998 -0.07662999999999999 0.10400000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 12 16 -7 -9 -11 13 14 -5 -12 -3 -17
right_child=-2 6 3 7 -6 9 -8 10 -10 11 15 -13 -14 -15 -16 17 -18 -19
leaf_value=0.0011700130449147778 9.9283947575834778e-05 0.0011616052915993887 0.0016110873632867316 0.0022997898178282179 0.0014286380752973221 0.0022993802859843631 0.00084410491556932731 0.0018903029150620502 0.0022123541873357525 0.0033700903926556949 0.0027660958709687573 0.0026118622475051275 0.0031206692477148972 0.0030867351750163579 0.002664777248783441 0.0024765959814123813 0.001605955393264994 0.0022022591741717897
leaf_weight=66 98 52 62 77 84 78 59 54 52 52 67 54 74 54 1021 217 60 84
leaf_count=66 98 52 62 77 84 78 59 54 52 52 67 54 74 54 1021 217 60 84
internal_value=0 0.00239086 0.00249431 0.00253848 0.00216861 0.00242117 0.00144255 0.00261253 0.00165768 0.00269398 0.00239313 0.00298409 0.00268802 0.00266021 0.00263921 0.00246683 0.0013999 0.00240013
internal_weight=0 2267 2044 1978 330 246 223 1648 164 184 422 106 1226 1152 1098 368 112 301
internal_count=2365 2267 2044 1978 330 246 223 1648 164 184 422 106 1226 1152 1098 368 112 301
is_linear=0
shrinkage=0.00260187


Tree=2169
num_leaves=22
num_cat=0
split_feature=1 12 4 4 1 4 0 1 150 16 1 4 0 4 13 16 4 0 12 13 16
split_gain=114.776 24.0058 15.2014 7.1633 5.8924 5.20244 5.07869 4.76793 4.75532 4.28336 4.52383 3.08398 2.85418 2.83984 1.96474 1.44979 1.44756 1.30625 1.0661 1.01392 0.864106
threshold=0.10080500000000002 0.085090000000000013 0.36766000000000004 -0.025694999999999999 0.08956500000000002 -0.49013999999999996 -0.010949999999999998 0.11744000000000002 0.083435000000000023 -0.24900499999999998 0.12337000000000002 0.41488500000000006 -0.14989499999999997 0.020345000000000005 -0.070004999999999998 -0.096494999999999984 0.17982000000000001 -0.074939999999999993 0.096150000000000013 -0.00051499999999999994 -0.0058249999999999994
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=4 3 7 -2 5 -1 12 18 14 11 -11 -5 -7 15 -6 -14 20 -16 -3 -17 -15
right_child=1 2 -4 9 8 6 -8 -9 -10 10 -12 -13 13 16 17 19 -18 -19 -20 -21 -22
leaf_value=0.0035387807349006361 0.0018007670191950607 0.0030192759208122347 0.00092678986719017353 0.0016655536267213805 0.0022619354183787471 0.0032744092706178674 0.0019678171527296698 0.001864957781344006 0.0016885663464491739 0.00090068800765554381 7.9660450876187459e-06 0.00090785655228038805 0.0031463453615224639 0.0021825093440669225 0.0029791618728457949 0.0028122086858463216 0.0028312342061171183 0.002454474913889928 0.0025161528572229881 0.0026024518156511447 0.0025812876167870787
leaf_weight=56 65 56 56 54 99 71 53 58 54 102 58 100 74 91 70 833 54 57 56 188 60
leaf_count=56 65 56 56 54 99 71 53 58 54 102 58 100 74 91 70 833 54 57 56 188 60
internal_value=0 0.00142211 0.00208024 0.0010296 0.00271015 0.00277446 0.00274438 0.00246004 0.00237015 0.000869871 0.000577247 0.00117372 0.00277438 0.00274705 0.00253289 0.00279883 0.00247037 0.00274389 0.00276796 0.00277361 0.00234114
internal_weight=0 605 226 379 1760 1480 1424 170 280 314 160 154 1371 1300 226 1095 205 127 112 1021 151
internal_count=2365 605 226 379 1760 1480 1424 170 280 314 160 154 1371 1300 226 1095 205 127 112 1021 151
is_linear=0
shrinkage=0.00255085


Tree=2170
num_leaves=13
num_cat=0
split_feature=10 1375 1452 48 48 16 10 48 128 11 52 52
split_gain=3.75649 1.84216 1.42254 1.45511 1.73351 1.90167 1.54947 1.19797 1.21927 1.26002 0.872556 0.392864
threshold=-0.092019999999999977 -0.092319999999999985 0.087755000000000014 0.093265000000000015 0.099240000000000009 -0.123625 0.0036750000000000007 -0.0046349999999999994 0.10887000000000001 0.075910000000000019 -0.0092149999999999992 -0.016894999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 7 10 9 -9 -3 -7
right_child=1 2 -4 4 5 11 -8 8 -10 -11 -12 -13
leaf_value=-0.0018278376533556373 -0.00091405101989578828 0.0030182029469060967 0.0026799466566821998 -0.0015786741171365734 -0.00098532689698956825 0.0010156296192426154 0.0030576120846219058 0.0010402958426641794 -0.00059517534635214291 0.0022619241683554362 0.0010887539279496356 0.0023119867650243436
leaf_weight=58 57 74 77 52 55 74 57 1554 55 118 52 52
leaf_count=58 57 74 77 52 55 74 57 1554 55 118 52 52
internal_value=0 0.00110617 0.0011581 0.00110336 0.000253109 0.000780038 0.00120702 0.00115003 0.00107168 0.00112658 0.00222289 0.0015516
internal_weight=0 2277 2220 2143 233 181 1910 1853 1727 1672 126 126
internal_count=2335 2277 2220 2143 233 181 1910 1853 1727 1672 126 126
is_linear=0
shrinkage=0.0113877


Tree=2171
num_leaves=27
num_cat=0
split_feature=4 3 150 43 3 48 3 15 4 13 474 52 11 42 4 157 4 48 13 43 42 4 483 15 4 4
split_gain=116.134 37.9245 20.9905 19.7039 7.45564 7.28791 5.41509 4.76203 5.01335 3.776 2.57029 2.20499 2.35663 2.7461 2.4266 1.80476 1.71658 1.66569 1.42534 1.39149 1.60336 1.52211 1.35418 1.08933 0.797338 0.743442
threshold=0.30163500000000004 -0.06340999999999998 0.093625000000000014 -0.042649999999999993 -0.14443999999999999 0.086665000000000006 0.13772500000000001 -0.4680149999999999 0.50609000000000004 -0.077549999999999994 0.085445000000000007 0.14114500000000005 1.0000000180025095e-35 -0.0015249999999999999 -0.011694999999999999 -0.0048549999999999991 -0.083354999999999985 0.081735000000000016 -0.023454999999999997 0.053035000000000006 0.086895000000000014 -0.00076499999999999995 0.041590000000000009 -0.0090649999999999984 -0.018104999999999996 0.046720000000000005
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 9 3 5 -2 -3 15 -6 -9 16 11 12 13 14 -11 -5 -1 25 -15 20 21 23 24 -18 -22 -17
right_child=4 2 -4 6 7 -7 -8 8 -10 10 -12 -13 -14 18 -16 17 19 -19 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.0042443796344064141 0.0024164955577679562 0.002668061473626446 0.0012367296971562325 0.0039755206222350081 0.0018390132893955015 0.0014403522051624638 0.0026276454242732225 0.0013794080510069081 0.00031150604647968124 0.0037729768754245136 0.0029441847072194248 0.0031038607542319637 0.0040454110988546715 0.0034187717267329431 0.0032878861872168521 0.003428470498959009 0.0036887823368539499 0.003809852219312283 0.0029149534699756583 0.0033514158629771593 0.0038793472970169527 0.0043444560577861162 0.0032669089240948243 0.0040888258952460855 0.0035500249740497802 0.0029998359578868095
leaf_weight=54 52 85 58 57 71 61 58 85 52 348 56 76 76 187 98 71 146 56 54 63 125 53 59 79 101 54
leaf_count=54 52 85 58 57 71 61 58 85 52 348 56 76 76 187 98 71 146 56 54 63 125 53 59 79 101 54
internal_value=0 0.00341847 0.0027687 0.00296967 0.00149909 0.00215531 0.00337124 0.00126959 0.000974284 0.00362472 0.00350874 0.00354638 0.00359042 0.00354005 0.00366645 0.00355233 0.00377734 0.00341891 0.003306 0.00373701 0.0037801 0.00392767 0.00363606 0.00382937 0.0037323 0.00324353
internal_weight=0 2075 500 442 260 146 296 208 137 1575 895 839 763 687 446 238 680 181 241 626 563 278 285 225 226 125
internal_count=2335 2075 500 442 260 146 296 208 137 1575 895 839 763 687 446 238 680 181 241 626 563 278 285 225 226 125
is_linear=0
shrinkage=0.00270699


Tree=2172
num_leaves=29
num_cat=0
split_feature=1 52 10 52 0 12 1 43 1 0 12 15 49 43 1 42 1 15 12 52 0 52 0 15 399 1212 0 15
split_gain=106.623 30.6199 12.0904 8.85963 5.39414 4.37349 4.76657 4.07365 3.77196 6.67659 2.88216 1.95908 1.93112 1.66372 2.95432 1.23758 1.36082 1.16421 1.42482 1.03176 1.27365 1.08633 0.947481 0.896254 0.84604 0.502813 0.558144 0.690666
threshold=0.10141500000000002 -0.42113499999999993 -1.0000000180025095e-35 0.12314000000000001 -0.071844999999999978 0.086085000000000009 0.10882500000000002 -0.082094999999999987 0.089875000000000024 -0.098179999999999976 0.088005000000000014 -0.12431499999999999 0.094445000000000015 -0.049914999999999994 0.12895500000000001 0.099210000000000007 0.07635500000000002 -0.0092549999999999976 0.081810000000000008 0.084675000000000014 -0.085719999999999977 -0.011954999999999999 -0.077639999999999987 -0.016434999999999995 0.083985000000000018 0.092585000000000015 -0.07717499999999998 0.091230000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 8 6 -4 -6 10 -10 11 -1 15 -8 -15 16 -9 18 -13 21 -21 -19 -11 -20 25 26 27 -12
right_child=1 2 3 -5 7 -7 13 12 9 22 24 17 -14 14 -16 -17 -18 19 23 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0032080981956186783 0.0028790570507459209 0.00037809309494966941 0.00042352361595838258 0.0020473408926093527 0.00186462572528878 0.00163345414279058 0.00087403208569843951 0.0024730657051289687 0.0016945175676853863 0.0027837748604182277 0.0025086426381244571 0.0022828315286755833 0.0020576590837456401 0.0016908405371505498 0.00095575026936034545 0.0023093099520202845 0.002964307325713652 0.0027161412680359914 0.0028376560762416762 0.0029056676179885438 0.0024958112398543791 0.003106069298627394 0.0023819851097443097 0.0024690323260074375 0.0028513512550261116 0.0027430909456335304 0.0027222147462318655 0.0022195965841800632
leaf_weight=62 70 89 60 85 90 90 61 70 64 89 299 55 55 70 58 71 63 65 130 94 85 121 57 56 53 57 57 59
leaf_count=62 70 89 60 85 90 90 61 70 64 89 299 55 55 70 58 71 63 65 130 94 85 121 57 56 53 57 57 59
internal_value=0 0.00138751 0.00118394 0.00135303 0.00257435 0.00117886 0.00101444 0.00230635 0.002641 0.002343 0.00269344 0.00279859 0.00245975 0.0012019 0.00135795 0.00256803 0.00270595 0.00275665 0.00262559 0.00284312 0.00271119 0.00296994 0.00262709 0.00272681 0.00255959 0.00252678 0.00249701 0.00246108
internal_weight=0 583 513 424 1752 339 249 349 1403 210 1193 668 259 189 128 204 133 606 241 365 179 186 146 186 525 472 415 358
internal_count=2335 583 513 424 1752 339 249 349 1403 210 1193 668 259 189 128 204 133 606 241 365 179 186 146 186 525 472 415 358
is_linear=0
shrinkage=0.00240373


Tree=2173
num_leaves=30
num_cat=0
split_feature=2 2 0 16 0 0 133 13 42 16 15 1447 133 16 0 52 0 13 52 52 52 133 42 13 1212 13 16 16 0
split_gain=3.67226 1.79086 2.05202 2.09305 1.34873 2.08925 0.942553 1.97752 2.79098 1.14328 1.2849 1.09801 1.05566 0.830564 1.20816 2.9825 1.06365 0.919844 0.84288 0.740699 1.30891 1.28901 1.1548 0.626052 0.86169 0.473694 0.466273 0.422374 0.218776
threshold=0.16730000000000003 0.092365000000000017 -0.14454499999999995 -0.069604999999999986 -0.10324499999999999 -0.083604999999999985 0.0035300000000000006 -0.052454999999999995 -0.0088299999999999993 0.00088000000000000003 -0.088709999999999983 -0.079809999999999978 0.085785000000000014 -0.055679999999999993 -0.077639999999999987 -0.0046699999999999997 -0.13740499999999997 -0.023454999999999997 -0.086814999999999989 0.10160000000000001 -0.45478499999999994 0.022390000000000004 0.095215000000000008 -0.09219999999999999 -1.0000000180025095e-35 0.010320000000000001 -0.064539999999999986 -0.52180499999999985 0.053930000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 27 -4 -6 11 9 25 10 -8 -1 -12 16 15 17 -13 -15 -16 20 28 -22 -21 -18 -25 -9 -14 -3 -7
right_child=-2 2 4 -5 5 19 7 8 -10 -11 12 13 26 14 18 -17 23 -19 -20 22 21 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.00045705867384178005 -0.0017097186362209972 -0.00013077657928119046 0.0025067198389983505 -0.0022834842685396459 -0.00065160643098033529 0.0025970481111674505 0.0027863909424257838 0.0022787255905866808 -0.0012733828491392906 0.0031713593737255079 -0.00052166816249916243 0.00015982465007351499 0.00068101035285979326 0.0011979018701141592 0.0026447294204739588 0.0055583255356247245 0.0029585195503167598 0.003297245054680291 0.00057019812455882143 0.0028627849637902535 -0.00019835415754634799 0.0016264178032224599 0.00078755996637358398 0.0031558315598845506 0.0014718246408638414 0.00071016301847546441 0.0020637048475094562 0.0013535759198768206 0.0015139633457165811
leaf_weight=72 58 53 102 52 94 58 76 62 91 71 53 57 63 69 55 53 71 55 60 93 149 91 68 52 310 52 83 59 53
leaf_count=72 58 53 102 52 94 58 76 62 91 71 53 57 63 69 55 53 71 55 60 93 149 91 68 52 310 52 83 59 53
internal_value=0 0.00136861 0.000938065 -0.000279338 0.00122024 0.0010035 0.00163572 0.00124536 0.000304057 0.0018027 0.00144886 0.00188744 0.000937401 0.00201897 0.00253008 0.00315736 0.00171412 0.0021301 0.00156349 0.00130761 0.000995576 0.000493001 0.00198709 0.00191843 0.00171408 0.00156437 0.00146795 0.000650007 0.00208106
internal_weight=0 2277 872 164 708 606 1405 551 205 346 275 854 199 782 292 177 490 124 115 512 351 240 161 433 362 114 146 112 111
internal_count=2335 2277 872 164 708 606 1405 551 205 346 275 854 199 782 292 177 490 124 115 512 351 240 161 433 362 114 146 112 111
is_linear=0
shrinkage=0.0120847


Tree=2174
num_leaves=28
num_cat=0
split_feature=1 131 155 52 12 160 50 12 12 160 150 1 52 159 42 12 12 160 399 151 12 12 52 13 133 42 13
split_gain=2.60895 2.58888 2.10261 2.18736 1.53286 1.58182 1.5879 2.57641 1.04902 1.3663 0.869606 1.05336 1.82073 1.31025 0.901825 0.784851 0.534918 0.508467 0.484333 0.50441 0.4956 0.97674 0.750502 0.568117 0.55962 0.412383 0.256651
threshold=0.08956500000000002 0.093260000000000023 0.10158500000000002 0.12371000000000001 -0.095574999999999979 0.090195000000000011 0.089685000000000015 0.054520000000000006 0.087045000000000025 -0.47295999999999994 0.088985000000000009 0.085345000000000018 0.11110500000000002 0.04105000000000001 0.085790000000000019 0.092900000000000024 0.08425500000000001 0.061600000000000009 0.088190000000000018 -0.0038099999999999996 0.09283000000000001 0.095110000000000014 -0.088204999999999992 -0.065269999999999981 0.0035300000000000006 0.089625000000000024 -0.062109999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 6 7 -6 10 -10 11 12 13 14 16 -3 -1 -15 19 -11 22 -22 -21 -23 -24 -8 -5
right_child=1 15 -4 26 5 -7 25 -9 9 18 -12 -13 -14 17 -16 -17 -18 -19 -20 20 21 23 24 -25 -26 -27 -28
leaf_value=0.0029901892031716885 -0.0024835743389184164 0.0039119114847901608 0.0028673348864375935 0.0026984419245001693 0.00015186333953606725 0.0023659915065702155 0.00030783633751172324 -0.0023456111556120103 -0.00076245933570553471 0.0024800180830229484 0.00038919782114387911 0.0040040457120976616 -0.00046472809590857982 2.8863972864236973e-05 0.0038771201420518086 0.001564136379149327 0.0016740922339433934 0.0019399504304982681 0.0027250373980426353 -0.00071861475419619173 0.003307266190981597 0.002231119391052199 0.0015743405959062189 0.00080181498947145624 0.00019646047078033667 0.0020278797343580347 0.0012968565403343975
leaf_weight=115 54 52 61 53 249 52 52 124 60 72 57 60 53 57 99 64 136 55 56 52 57 82 186 176 87 61 53
leaf_count=115 54 52 61 53 249 52 52 124 60 72 57 60 53 57 99 64 136 55 56 52 57 82 186 176 87 61 53
internal_value=0 0.000647628 0.000346308 0.000125772 -0.000209395 1.85878e-05 -0.000232264 -0.000677991 0.00162574 0.00129367 0.00206057 0.00222599 0.00201854 0.00230375 0.00273053 0.00261789 0.00227769 0.000968694 0.0014545 0.00135436 0.00122748 0.00162822 0.00083862 0.00125668 0.00113579 0.00123769 0.00199908
internal_weight=0 875 759 698 592 538 486 373 1460 828 632 575 515 462 350 116 251 112 768 712 640 315 325 258 273 113 106
internal_count=2335 875 759 698 592 538 486 373 1460 828 632 575 515 462 350 116 251 112 768 712 640 315 325 258 273 113 106
is_linear=0
shrinkage=0.0141591


Tree=2175
num_leaves=24
num_cat=0
split_feature=1 52 1 39 52 12 3 3 47 4 4 3 48 12 43 4 157 52 4 160 42 42 16
split_gain=65.8097 13.6103 7.88334 6.50554 5.60184 4.21663 3.43857 3.23389 3.01499 2.88872 2.86844 2.69576 3.76694 2.05598 1.68598 1.35094 1.14729 2.09101 1.47681 0.810899 1.22914 0.539041 0.480507
threshold=0.10335000000000001 -0.24526499999999998 0.13630500000000004 0.081875000000000017 0.12469000000000001 0.090345000000000023 0.091170000000000015 -0.075604999999999992 0.10589000000000001 -0.15238499999999996 0.024315000000000003 0.0075150000000000008 0.083570000000000019 -0.074254999999999988 0.0077000000000000011 -0.082184999999999994 -0.08266999999999998 -0.083119999999999986 -0.0096349999999999977 -0.15323999999999996 -0.079234999999999986 0.065960000000000019 -0.10346499999999999
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 4 5 8 6 7 14 11 -7 15 12 -3 -4 16 -11 18 -18 -1 -17 -21 -16 -12
right_child=1 2 13 -5 -6 9 -8 -9 -10 10 22 -13 -14 -15 21 19 17 -19 -20 20 -22 -23 -24
leaf_value=0.0030397114643773379 0.0021791316923022944 0.00036767661933260494 0.00079632921704510013 0.001493294867443028 0.0019154476528002577 0.001559894066458693 0.0018448403627565704 0.0029191798960301911 0.0015965536805286756 0.0026355484838711512 0.0019930216747766944 0.0013177430456442118 0.0012788323091896794 6.7997777347207443e-05 0.0022705484077476662 0.0019555669272981768 0.0020572680664978477 0.0024688017780777837 0.0024205722821440687 0.0026173170897459677 0.0021972549843205054 0.0018690334991264288 0.0016324523373011479
leaf_weight=53 89 100 53 80 69 62 77 102 59 70 53 77 53 67 52 75 115 545 68 66 293 53 64
leaf_count=53 89 100 53 80 69 62 77 102 59 70 53 77 53 67 52 75 115 545 68 66 293 53 64
internal_value=0 0.00118745 0.00100275 0.0022643 0.00120808 0.00229957 0.00240838 0.00245227 0.00103909 0.00212986 0.00218671 0.000895961 0.000683498 0.000389923 0.00239849 0.00227735 0.00244286 0.00239714 0.00269201 0.0022195 0.00227456 0.00206816 0.00179604
internal_weight=0 567 478 1828 358 1748 1065 988 289 683 621 230 153 120 886 504 781 660 121 434 359 105 117
internal_count=2395 567 478 1828 358 1748 1065 988 289 683 621 230 153 120 886 504 781 660 121 434 359 105 117
is_linear=0
shrinkage=0.00276112


Tree=2176
num_leaves=14
num_cat=0
split_feature=0 14 4 2 4 34 40 1 160 2 0 4 51
split_gain=3.47664 4.4546 3.45662 1.70959 1.61396 1.49542 1.43206 1.276 2.50043 1.26324 1.10681 1.49593 0.951751
threshold=0.10396000000000001 -0.072219999999999993 0.50569000000000008 0.13880500000000004 -0.49269499999999994 -0.078549999999999995 -0.082239999999999994 0.07677500000000001 -0.14025999999999997 0.083175000000000013 -0.099059999999999995 0.11057000000000002 -0.26625499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 -3 -7 10 -9 -10 11 -8 -12
right_child=4 3 -4 -5 -6 6 7 8 9 -11 12 -13 -14
leaf_value=0.0066679530495945931 0.00048323539126731465 0.0037580341623715523 0.0016837428893742797 -0.00061800932367517519 -0.0027276731051517557 0.0037058118620434109 0.0047811725039019473 -0.0014786870465438068 0.0016197164294722512 0.00032658210125005441 -0.00050823494665707574 0.0013063349436154502 0.0015154858239144339
leaf_weight=61 75 56 60 97 62 53 52 93 405 276 53 56 996
leaf_count=61 75 56 60 97 62 53 52 93 405 276 53 56 996
internal_value=0 0.00144745 0.00419774 0.00129165 -0.000968729 0.00138253 0.0013154 0.00124971 0.00078631 0.00109586 0.00155957 0.00298086 0.00141309
internal_weight=0 2258 121 2137 137 2040 1984 1931 774 681 1157 108 1049
internal_count=2395 2258 121 2137 137 2040 1984 1931 774 681 1157 108 1049
is_linear=0
shrinkage=0.0147311


Tree=2177
num_leaves=20
num_cat=0
split_feature=4 39 3 14 3 12 0 3 11 3 1375 0 4 16 15 13 12 4 12
split_gain=124.464 29.5982 27.2193 8.54844 6.2078 5.44407 5.35469 5.21633 4.28562 5.41246 3.79748 6.0039 2.61332 2.53339 1.89857 2.28508 0.835801 0.426547 0.529657
threshold=0.30163500000000004 0.081875000000000017 0.20828500000000003 -0.45687499999999998 0.13772500000000001 0.092495000000000008 -0.10075499999999998 -0.015259999999999998 0.077415000000000012 -0.10468499999999999 -0.092319999999999985 -0.18901999999999997 0.024315000000000003 -0.039889999999999988 -0.068639999999999993 0.084330000000000016 0.09697500000000002 -0.079764999999999989 0.095815000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 6 8 -5 -3 9 -1 -11 -12 13 17 -15 -16 -14 -7 -19
right_child=3 7 -4 4 -6 12 -8 -9 -10 10 11 -13 16 14 15 -17 -18 18 -20
leaf_value=0.0028479515460431803 0.0022887081771947966 0.0015458424585004097 0.0015183404659762549 0.0018947491348774036 0.00022980870781959023 0.0037737146276930395 0.00084401313484492072 0.002580862609722844 0.004342110052479066 0.0028883527605440456 0.0044637039804267626 0.0035902879207666905 0.0032238351913830045 0.0036282971058835363 0.0027965964743573656 0.0034287461139350106 0.0027753798092053357 0.0032681558602082579 0.0035942378587302012
leaf_weight=77 53 59 55 69 53 61 80 101 56 54 64 1038 52 54 116 71 87 56 139
leaf_count=77 53 59 55 69 53 61 80 101 56 54 64 1038 52 54 116 71 87 56 139
internal_value=0 0.00334221 0.00343454 0.00130129 0.00104207 0.00348928 0.00133079 0.00219938 0.00359266 0.0035586 0.0036059 0.00364104 0.0032797 0.00337371 0.00316943 0.00303677 0.00294336 0.0035659 0.00350075
internal_weight=0 2140 1980 255 202 1925 149 160 1289 1233 1156 1102 636 497 241 187 139 256 195
internal_count=2395 2140 1980 255 202 1925 149 160 1289 1233 1156 1102 636 497 241 187 139 256 195
is_linear=0
shrinkage=0.00276112


Tree=2178
num_leaves=16
num_cat=0
split_feature=4 14 52 10 39 41 148 13 4 49 13 394 13 150 13
split_gain=1.5607 2.10331 1.75894 1.603 1.87534 2.45891 1.13982 1.03387 1.45389 1.81356 1.17877 1.08592 1.06424 0.621033 0.646192
threshold=0.26900000000000007 -0.45687499999999998 0.048675000000000003 -0.010699999999999999 0.091820000000000013 0.077565000000000009 -0.066239999999999979 -0.0059899999999999997 -0.0015099999999999998 -0.00035499999999999996 0.0015850000000000003 -0.084129999999999996 -0.011559999999999999 0.081245000000000026 -0.077849999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 -1 5 6 -5 11 9 -9 -10 -8 -13 14 -3
right_child=1 2 -4 4 -6 -7 7 8 10 -11 -12 12 -14 -15 -16
leaf_value=0.0032116452783831442 0.0023959554302829845 -0.0023528678273655045 0.0016458835896175663 -0.000230543476606734 -0.00096636227867585064 -0.0011897474737040134 0.0026090548121785974 0.0035091274413184821 0.0037829401856092799 0.0011235149726282411 0.001661123632009538 0.0011661091101683066 -0.00026685801314426988 0.00013955636066099162 -0.00051819473859889085
leaf_weight=57 54 53 54 69 59 60 71 53 81 386 73 1124 81 60 60
leaf_count=57 54 53 54 69 59 60 71 53 81 386 73 1124 81 60 60
internal_value=0 0.000252096 -0.000257329 0.0012113 0.00115581 0.00121854 0.00129317 0.00134949 0.00176683 0.00141182 0.00277798 0.00115543 0.00106968 -0.000852141 -0.00137985
internal_weight=0 281 227 2114 2057 1998 1938 1869 593 439 154 1276 1205 173 113
internal_count=2395 281 227 2114 2057 1998 1938 1869 593 439 154 1276 1205 173 113
is_linear=0
shrinkage=0.0120847


Tree=2179
num_leaves=28
num_cat=0
split_feature=4 12 1 2 43 150 1 12 1 4 11 15 1 1 1 4 15 15 4 2 483 1446 2 403 15 12 12
split_gain=156.648 47.7175 22.4481 14.3193 12.1568 10.1823 7.98482 4.6341 3.19356 3.13222 2.93477 2.70812 2.16017 2.06859 1.76933 2.40831 1.65343 4.31015 1.38672 1.2347 1.14066 1.50608 0.815856 0.686629 0.57733 0.439257 0.2692
threshold=0.30163500000000004 0.054520000000000006 0.088595000000000021 0.12708000000000003 -0.031974999999999996 0.085455000000000017 0.13075500000000004 0.091475000000000015 0.10574000000000001 -0.0068249999999999986 0.076920000000000002 -0.46503999999999995 1.0000000180025095e-35 0.10776500000000001 0.081005000000000008 -0.080584999999999976 0.079575000000000021 -0.050004999999999994 -0.085629999999999984 0.13673000000000005 0.088610000000000008 0.086195000000000008 0.091955000000000023 -0.0064299999999999991 -0.097984999999999989 0.097145000000000023 0.096150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 7 13 8 11 10 -6 14 18 -2 -1 -4 16 -16 17 -9 23 -8 21 -20 -18 -3 -11 -26 -17
right_child=6 3 4 -5 5 -7 19 9 -10 24 -12 -13 -14 -15 15 26 22 -19 20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0092631879494935558 0.0083083471316162325 0.010258431605585754 0.008070822159400682 0.0084753663231276772 0.009603472143214763 0.0079065593692176257 0.0072068781876306132 0.0098506892955674621 0.008780248702538138 0.0095764425537824965 0.010463131065102426 0.0075883355865501408 0.0098966290991534152 0.00738202837053857 0.010227900035479975 0.0095378310861990983 0.0099855971556252494 0.0088326431347484236 0.0098011105304730284 0.0066613270992437251 0.0095039498606402321 0.010236528818093683 0.0096096073172350967 0.0098627961822723934 0.0094428202994987359 0.0091353098346623057 0.0098147541543003904
leaf_weight=64 52 74 60 56 63 55 57 52 58 53 52 94 77 53 84 64 60 54 658 52 77 57 118 53 55 91 52
leaf_count=64 52 74 60 56 63 55 57 52 58 53 52 94 77 53 84 64 60 54 658 52 77 57 118 53 55 91 52
internal_value=0 0.00953529 0.00878994 0.0097227 0.0083901 0.0088022 0.00746117 0.00976492 0.00920909 0.00960565 0.00987692 0.00784496 0.0096093 0.007748 0.00971562 0.00989993 0.00958573 0.00933231 0.00984372 0.00694686 0.00980362 0.00983586 0.0097365 0.0100935 0.00933806 0.00925134 0.0096622
internal_weight=0 2140 430 1710 289 176 255 1654 121 683 971 146 141 113 484 200 284 106 919 109 792 715 178 127 199 146 116
internal_count=2395 2140 430 1710 289 176 255 1654 121 683 971 146 141 113 484 200 284 106 919 109 792 715 178 127 199 146 116
is_linear=0
shrinkage=0.00250084


Tree=2180
num_leaves=25
num_cat=0
split_feature=1 3 3 4 1 3 13 457 4 4 3 4 160 43 4 3 13 133 13 159 15 3 3 1
split_gain=95.1412 24.9576 12.208 8.97925 7.40611 5.39512 7.12768 4.26527 4.20686 2.7666 2.54819 2.40602 2.85912 2.28095 2.12561 2.07793 1.9341 1.77538 1.90376 1.59588 1.35982 0.903382 1.54682 0.649981
threshold=0.10335000000000001 -0.055839999999999994 0.31400500000000003 0.30163500000000004 0.088415000000000007 0.085315000000000016 -0.0073499999999999998 0.062030000000000009 -0.15618499999999999 0.049545000000000006 -0.0088599999999999981 0.0082450000000000006 -0.077319999999999986 -0.014114999999999997 -0.039459999999999995 0.13772500000000001 -0.097199999999999995 0.09635500000000001 -0.033649999999999992 -0.26307999999999993 0.091475000000000015 -0.046989999999999997 -0.073629999999999987 0.090840000000000018
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=4 3 5 14 8 6 10 11 13 16 -3 12 -6 -1 -2 -7 -10 18 -11 -18 23 22 -21 -14
right_child=1 2 -4 -5 7 15 -8 -9 9 17 -12 -13 20 -15 -16 -17 19 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0026606335632893335 0.0039200799644622045 0.0025032574583057046 0.000656445505245604 0.0021224738567036231 0.0028745797812516505 0.0028377108558943756 0.00083850191584439301 0.0024202204202755629 0.0042648048841129015 0.0032763193957864082 0.0016177895669528721 0.0027430339063295311 0.0035295089232240135 0.003509954599054703 0.003152773940086629 0.0020577318645694691 0.0032911974517843001 0.0029213691007814466 0.0039768622957369682 0.0037768279191774776 0.0032705537911110719 0.0041225021506674257 0.0033520733951982505 0.003936453822749003
leaf_weight=52 55 61 73 62 62 64 59 52 63 85 52 52 62 58 73 55 67 53 56 866 76 58 82 81
leaf_count=52 55 61 73 62 62 64 59 52 63 85 52 52 62 58 73 55 67 53 56 866 76 58 82 81
internal_value=0 0.00217799 0.00172846 0.00303902 0.00356454 0.00199728 0.00166487 0.00320289 0.00366121 0.00370688 0.00209606 0.00332502 0.00343261 0.00310874 0.00348272 0.00247748 0.00376235 0.00338189 0.00355477 0.00373282 0.00359044 0.0037622 0.00374012 0.00376024
internal_weight=0 554 364 190 1825 291 172 385 1440 1330 113 333 281 110 128 119 1136 194 141 1073 219 1006 948 143
internal_count=2379 554 364 190 1825 291 172 385 1440 1330 113 333 281 110 128 119 1136 194 141 1073 219 1006 948 143
is_linear=0
shrinkage=0.00293013


Tree=2181
num_leaves=21
num_cat=0
split_feature=1 160 158 133 155 0 52 52 1455 0 12 52 0 1446 1210 133 52 1429 0 0
split_gain=4.11683 2.18649 1.9768 1.73452 1.6193 2.32132 1.96824 1.93907 1.54878 2.19376 1.93162 1.38 0.779354 0.769213 0.668427 0.548684 0.701487 0.557804 0.525367 0.447848
threshold=0.088415000000000007 -0.24191499999999996 0.097560000000000022 -0.083244999999999986 0.099270000000000011 0.024745000000000003 0.070205000000000017 -0.15824499999999997 0.084305000000000005 0.040035000000000008 0.083795000000000022 -0.046924999999999988 -0.082284999999999983 0.085345000000000018 -0.062539999999999984 0.09389500000000002 -0.0078449999999999978 0.083985000000000018 -0.081574999999999995 -0.10653
decision_type=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 -3 5 6 7 -5 9 10 11 -1 -10 14 18 17 -17 -16 -12 -13
right_child=1 2 -4 4 -6 -7 -8 -9 12 -11 13 19 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.0027571465089575517 -0.0012794675873535294 0.0035651763821624685 0.0042065864994540935 -0.00061089711423080624 0.003339501772580434 -0.0019944335316498217 -0.001391883671214453 0.0019104393416770091 -9.4993871221662972e-05 0.00036753699239195492 0.0025000337472513975 0.0064756606785952705 0.002420028489456627 0.00432095383632153 0.0028521685972690064 0.00078816329947613837 0.0027178170751951977 0.0043237079810276033 0.00041761043179604381 0.0046042345517832723
leaf_weight=76 66 79 64 85 73 58 61 453 65 78 62 52 52 69 589 66 136 68 53 74
leaf_count=76 66 79 64 85 73 58 61 453 65 78 62 52 52 69 589 66 136 68 53 74
internal_value=0 0.00140891 0.00161234 0.00140691 0.00117312 0.000932161 0.00121581 0.00151178 0.00271377 0.00286331 0.00301954 0.00439266 0.0010214 0.00275345 0.00264223 0.00278937 0.00208815 0.00300472 0.00154173 0.00537787
internal_weight=0 939 873 809 730 657 599 538 1440 1323 1245 202 117 1043 974 859 202 657 115 126
internal_count=2379 939 873 809 730 657 599 538 1440 1323 1245 202 117 1043 974 859 202 657 115 126
is_linear=0
shrinkage=0.0153263


Tree=2182
num_leaves=22
num_cat=0
split_feature=1 1 47 12 0 123 14 1 133 52 48 0 0 11 12 52 1455 12 482 131 12
split_gain=83.8394 16.4614 12.3539 10.2875 5.45189 4.19811 4.17013 4.07571 2.67249 3.39073 2.06227 2.02912 2.23115 2.00074 1.86167 1.68115 1.15639 0.975703 1.06367 0.701479 0.323761
threshold=0.11869500000000001 0.096035000000000023 0.085505000000000012 0.054520000000000006 -0.066849999999999979 0.085215000000000013 0.062655000000000016 0.13662500000000002 0.082410000000000011 -0.092264999999999986 0.083570000000000019 -0.11208499999999998 -0.14712999999999996 0.082245000000000013 -1.0000000180025095e-35 -0.08130999999999998 -0.082599999999999993 0.096535000000000024 0.087870000000000018 0.087705000000000019 0.10411000000000002
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 4 5 10 6 7 11 -2 9 -6 14 12 -1 19 -3 -12 -13 18 -18 -5 -19
right_child=2 3 -4 13 8 -7 -8 -9 -10 -11 15 16 -14 -15 -16 -17 17 20 -20 -21 -22
leaf_value=0.0022444778836419954 0.00042701285865515322 0.00061737002404660412 0.0013811382724004144 0.0016360468003367248 0.0021239187686008247 0.00074422100135132301 0.0029274912514592141 -0.00053294592506612391 0.0022303614371837429 0.0013135096962345247 0.0018679605943416866 0.0026509786656269117 0.0014985344833173173 0.0024523018421903028 0.0012797575570494377 0.0011952835158088007 0.0023051476151624587 0.0019379590648459448 0.0019150448313927941 0.0020735546351344715 0.0021822514123347701
leaf_weight=64 54 53 79 52 62 54 68 81 82 98 52 57 55 71 76 58 983 84 55 58 83
leaf_count=64 54 53 79 52 62 54 68 81 82 98 52 57 55 71 76 58 983 84 55 58 83
internal_value=0 0.00208959 0.000482152 0.00160969 0.00220877 0.000106233 0.00227167 -0.000148748 0.00183204 0.00162772 0.00124071 0.00223935 0.00189996 0.00209675 0.00100784 0.00151354 0.00227133 0.00225335 0.00228451 0.001867 0.00205955
internal_weight=0 2111 268 420 1691 189 1449 135 242 160 239 1381 119 181 129 110 1262 1205 1038 110 167
internal_count=2379 2111 268 420 1691 189 1449 135 242 160 239 1381 119 181 129 110 1262 1205 1038 110 167
is_linear=0
shrinkage=0.00270699


Tree=2183
num_leaves=26
num_cat=0
split_feature=1 13 1 49 49 12 40 2 2 12 12 47 1455 403 402 42 42 42 475 475 2 12 13 12 52
split_gain=3.16453 3.09448 3.6636 1.98381 1.86794 1.7926 1.57712 1.69017 1.64856 1.31702 1.20855 1.14444 1.07891 1.18573 1.01074 1.53695 2.45324 0.914629 0.741175 1.15016 1.01114 0.716542 0.905557 0.609393 0.347913
threshold=0.088415000000000007 -0.10899499999999999 0.13332000000000002 -0.081589999999999982 -0.054509999999999996 0.090775000000000008 -0.064864999999999992 0.11517500000000001 0.096425000000000025 0.093670000000000017 0.091625000000000012 0.081320000000000017 0.084305000000000005 -0.092059999999999989 -0.094749999999999987 -0.0033799999999999998 0.091315000000000021 -1.0000000180025095e-35 -0.085734999999999992 -0.082014999999999991 0.080060000000000006 0.096265000000000003 0.034905000000000012 0.10119000000000002 0.086495000000000002
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=10 2 -2 -3 -5 6 -6 8 -8 -7 11 12 13 17 -12 24 -17 -1 -15 -20 -21 -11 -23 -18 -16
right_child=1 3 -4 4 5 9 7 -9 -10 21 14 -13 -14 18 15 16 23 -19 19 20 -22 22 -24 -25 -26
leaf_value=0.0027930009768392609 0.0013840012476931114 -0.00051734922861173638 -0.0035370511905658975 0.0045084099415931009 0.0027206529926599335 0.0042572735272332915 0.00020213391960134428 -0.0014170212499021043 0.0030796702589371218 0.00045723822954580061 0.0034405046838811306 0.0043795605470636932 0.00077060364678714784 0.0045790082364792753 0.0017949131413717305 -0.0022381104891754972 0.0022340372645448144 0.00015144579990163608 0.00071447029988037675 0.0047561926007153189 0.0027410470384940195 0.0036124299611783456 0.0013035541596949378 0.00027300331547155336 0.0031493689612588209
leaf_weight=52 76 88 62 56 88 75 137 81 67 55 66 81 74 55 87 53 97 69 57 63 543 77 77 57 86
leaf_count=52 76 88 62 56 88 75 137 81 67 55 66 81 74 55 87 53 97 69 57 63 543 77 77 57 86
internal_value=0 0.00125163 -0.000825744 0.00160973 0.00187248 0.00164756 0.000962009 0.000418426 0.00114799 0.00254738 0.00237329 0.00266517 0.00251289 0.00266637 0.00172242 0.0014236 0.000549 0.00128799 0.00289844 0.00275878 0.00295081 0.00193301 0.00245903 0.00150924 0.00246915
internal_weight=0 939 138 801 713 657 373 285 204 284 1440 994 913 839 446 380 207 121 718 663 606 209 154 154 173
internal_count=2379 939 138 801 713 657 373 285 204 284 1440 994 913 839 446 380 207 121 718 663 606 209 154 154 173
is_linear=0
shrinkage=0.0150258


Tree=2184
num_leaves=23
num_cat=0
split_feature=4 2 124 13 2 2 0 2 133 4 155 15 48 52 0 4 133 13 474 4 15 15
split_gain=138.628 41.2327 16.7239 12.4802 10.3164 7.31854 9.05307 6.78646 4.79426 4.68955 4.07647 5.33949 5.99488 3.8594 3.21967 2.72742 2.71973 2.13322 2.09493 0.882156 0.924149 0.649651
threshold=0.30163500000000004 0.11366500000000002 -0.080389999999999989 -0.14545999999999995 0.13880500000000004 0.090000000000000011 -0.065249999999999989 0.14794000000000004 0.022390000000000004 -0.08916499999999998 1.0000000180025095e-35 0.0056700000000000006 0.085510000000000017 0.31838000000000005 -0.17785499999999996 0.51326500000000019 0.088055000000000008 -1.0000000180025095e-35 0.085860000000000006 -0.010189999999999999 0.090125000000000011 0.097545000000000007
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 2 -1 -3 17 6 9 14 10 -4 11 12 -7 18 -2 -16 -10 -5 -11 20 -18 -13
right_child=7 3 5 4 -6 8 -8 -9 16 13 -12 21 -14 -15 15 -17 19 -19 -20 -21 -22 -23
leaf_value=0.001894808436650165 0.001525336909695429 0.00067062084999258437 0.0038178177759583725 0.0028846985682413851 0.0012764477323778185 0.0018323825324310786 0.0023739022144259551 -5.2624436669102823e-05 0.0035867448603305674 0.0032337717204916384 0.0031889078257637499 0.0031358333464536203 0.0027480032771247226 0.0025716149601720637 0.0010860538441441108 0.00035678087190016319 0.0032988618921928042 0.0021884311240150732 0.0027850891311935904 0.0027010788513058773 0.0028426174032460654 0.0027267108448684537
leaf_weight=97 57 52 77 65 65 117 99 52 52 834 64 54 83 73 87 58 58 56 78 80 66 55
leaf_count=97 57 52 77 65 65 117 99 52 52 834 64 54 83 73 87 58 58 56 78 80 66 55
internal_value=0 0.00281907 0.00294781 0.00179824 0.00211335 0.00300486 0.0031275 0.0007851 0.00277843 0.00319773 0.00258975 0.00246557 0.0022125 0.00314922 0.00100089 0.000794536 0.00305323 0.00256269 0.00319543 0.0029171 0.00305625 0.00292965
internal_weight=0 2125 1887 238 186 1790 1161 254 629 1062 373 309 200 985 202 145 256 121 912 204 124 109
internal_count=2379 2125 1887 238 186 1790 1161 254 629 1062 373 309 200 985 202 145 256 121 912 204 124 109
is_linear=0
shrinkage=0.00260187


Tree=2185
num_leaves=22
num_cat=0
split_feature=1 3 16 47 3 49 13 1 13 13 13 3 16 3 3 16 1454 483 51 16 16
split_gain=1.86508 2.27767 2.27184 3.13839 3.05837 7.04795 2.51594 1.70972 2.23433 1.64334 1.52053 1.25343 1.11378 1.02618 1.4297 1.80615 1.08937 1.28193 0.637855 0.778139 0.437349
threshold=0.092235000000000025 -0.12077499999999998 -0.15796999999999997 1.0000000180025095e-35 -0.008649999999999998 -0.053904999999999988 -0.011984999999999997 0.11332500000000002 -0.15714499999999998 -0.009329999999999998 0.039845000000000012 -0.22740999999999997 -0.013024999999999998 0.091170000000000015 -0.036004999999999988 -0.012564999999999998 0.081220000000000014 -0.091839999999999991 -0.085574999999999984 -0.012324999999999997 0.26391000000000003
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 10 7 4 9 -6 -5 -2 -9 12 -1 -11 -4 14 16 -16 17 -3 20 -20 -19
right_child=2 13 3 6 5 -7 -8 8 -10 11 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22
leaf_value=0.0016103641913732978 0.0037057788271748224 0.0039909257908747435 0.00087172655842534066 0.00072203563830035733 0.0021981462951441962 -0.0037462956265817272 0.0041905683374254144 0.0034153324030299853 0.0001208025544254737 0.0013813750710230371 -0.001313478829880447 -0.0011954647665740534 0.0032520081143644205 0.00047821713827566226 0.0018867212702881626 0.0050667839215984573 0.00041202017667038002 0.0035232938590484268 0.0020427851281371564 0.0012154457970371501 0.0019940829623959306
leaf_weight=58 78 53 77 76 53 86 63 54 91 52 59 77 56 70 61 57 72 67 772 248 58
leaf_count=58 78 53 77 76 53 86 63 54 91 52 59 77 56 70 61 57 72 67 772 248 58
internal_value=0 0.00185761 0.00108455 0.000634496 5.85371e-05 -0.00147872 0.00229509 0.00217375 0.00134868 0.00087463 0.000134777 -0.000155677 0.00187498 0.00199577 0.0020722 0.00342401 0.00194649 0.0020386 0.00194811 0.00184176 0.00281484
internal_weight=0 1575 763 540 401 139 139 223 145 262 117 129 133 1458 1388 118 1270 1198 1145 1020 125
internal_count=2338 1575 763 540 401 139 139 223 145 262 117 129 133 1458 1388 118 1270 1198 1145 1020 125
is_linear=0
shrinkage=0.0128244


Tree=2186
num_leaves=19
num_cat=0
split_feature=1 3 10 124 16 12 147 3 13 1 13 0 48 43 48 0 42 0
split_gain=97.0503 23.2095 9.1948 6.82302 4.64281 3.4747 3.31791 2.95122 4.18227 2.72233 2.59372 2.39615 5.49777 2.46467 3.2921 1.40628 1.35837 0.512716
threshold=0.104035 -0.055839999999999994 -0.011559999999999999 -0.082254999999999981 -0.28430999999999995 0.11721500000000001 0.08598500000000002 0.085315000000000016 -0.28558999999999996 0.12394500000000001 0.102565 -0.14216999999999999 0.078910000000000022 0.0035900000000000007 0.093265000000000015 -0.070449999999999999 -0.095234999999999986 -0.064304999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 -2 6 10 9 -9 -4 11 12 -5 14 -13 -15 -12 -6
right_child=1 2 7 5 17 -7 -8 8 -10 -11 16 13 -14 15 -16 -17 -18 -19
leaf_value=0.0020626418975902153 0.0016839715097400425 9.2202189062815367e-05 0.0013654567750979855 0.0039113067283555285 0.0028455659036650508 0.0022988965521349744 0.0022993887146464131 0.0010721039411728014 0.001945847865037849 0.00054848134716160878 0.0028644899162397846 0.0030636260244430421 0.0027192293289224271 0.002829312674583178 0.0025134434273555556 0.0023362537656462486 0.0022528211395561816 0.0024857306887844685
leaf_weight=71 54 52 69 63 52 64 57 71 93 53 54 1038 52 229 87 53 54 72
leaf_count=71 54 52 69 63 52 64 57 71 93 53 54 1038 52 229 87 53 54 72
internal_value=0 0.00155667 0.00113988 0.00288668 0.00234795 0.00292007 0.00294362 0.00133027 0.00156776 0.00101078 0.00296613 0.00299501 0.00337253 0.00296413 0.0030211 0.00273675 0.00255892 0.00263686
internal_weight=0 516 338 1822 178 1751 1687 286 164 122 1630 1522 115 1407 1125 282 108 124
internal_count=2338 516 338 1822 178 1751 1687 286 164 122 1630 1522 115 1407 1125 282 108 124
is_linear=0
shrinkage=0.00270699


Tree=2187
num_leaves=25
num_cat=0
split_feature=1 1 12 124 0 13 15 16 15 0 15 15 475 159 52 0 15 1 1 50 1 159 474 42
split_gain=110.293 17.8054 19.0471 9.4573 6.41121 6.7816 5.37904 4.8346 4.19905 4.69432 4.62119 3.40453 3.11916 2.96495 5.08046 2.70232 2.52937 1.87558 1.31151 1.27262 0.903538 0.870208 0.709821 0.893866
threshold=0.104035 0.12158500000000001 0.087245000000000003 -0.043384999999999993 -0.030209999999999997 0.039845000000000012 -0.16448999999999997 -0.41863499999999992 1.0000000180025095e-35 -0.14097999999999997 -0.0073899999999999999 -0.42759999999999992 -0.0029899999999999996 0.078675000000000009 0.083750000000000005 -0.12324999999999998 0.11315500000000002 0.13584500000000002 0.11249000000000002 0.098445000000000019 0.088950000000000015 0.10275500000000001 0.087745000000000017 0.08426500000000002
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 7 -1 8 -6 11 -2 10 -10 12 -3 22 14 -14 -9 19 -8 -4 20 -11 -15 23 -5
right_child=1 6 18 4 5 -7 17 15 9 16 -12 -13 13 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0026110671138987115 0.0025973756930005062 0.0014205712176943287 0.003794516240203767 0.0043231414620933314 0.0035508312931765 0.0022807041524120324 0.0023205787377105188 0.0010409515214730215 0.0046741326885215689 0.0038412457095981277 0.0027063936435463526 0.00044836001856998607 0.0031299686352489462 0.0041867116485491754 0.0038571665778261029 0.0019797103757538455 0.0033295738395487371 0.0015149241056454379 0.0031495769747015732 0.0034199515455410625 0.004206248314421691 0.0036462351358404312 0.0036998707741339796 0.0037871432330004963
leaf_weight=86 55 76 55 60 96 62 52 55 56 518 57 56 283 53 124 55 100 52 60 59 71 57 85 55
leaf_count=86 55 76 55 60 96 62 52 55 56 518 57 56 283 53 124 55 100 52 60 59 71 57 85 55
internal_value=0 0.00201442 0.00252426 0.00357983 0.0036278 0.00305263 0.00140938 0.00187307 0.00368537 0.00383709 0.00352773 0.00100836 0.00359297 0.00346982 0.0033516 0.00151062 0.00377438 0.00191806 0.0034583 0.00384298 0.0038853 0.00390694 0.00391117 0.00406707
internal_weight=0 516 280 1822 1736 158 236 165 1578 804 774 132 717 517 407 110 748 104 115 648 589 110 200 115
internal_count=2338 516 280 1822 1736 158 236 165 1578 804 774 132 717 517 407 110 748 104 115 648 589 110 200 115
is_linear=0
shrinkage=0.00298873


Tree=2188
num_leaves=18
num_cat=0
split_feature=4 2 39 2 52 52 52 2 52 52 52 2 2 4 16 4 1210
split_gain=61.346 22.3498 10.9183 5.28219 4.25782 7.66213 3.77129 3.19721 2.94117 2.77266 2.59901 1.80166 1.57822 1.40039 1.29604 1.41148 1.39528
threshold=0.36766000000000004 0.14461000000000004 0.081875000000000017 0.10527500000000002 -0.41304999999999997 0.044705000000000002 -0.085924999999999987 0.13443000000000002 -0.021489999999999995 0.28251000000000009 0.41348500000000005 0.084825000000000025 0.064660000000000009 -0.47860499999999995 -0.11777499999999998 0.066275000000000014 -0.081959999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 -6 -4 12 -8 13 -11 -12 -2 -1 15 -15 -16
right_child=7 -3 6 4 5 -7 8 -9 -10 10 11 -13 -14 14 16 -17 -18
leaf_value=0.0027635601753118804 0.00085167792301880669 0.00087805359134571226 0.0021757710827556864 0.0024455710651762694 0.001298413102507203 0.0022770966075841867 0.00096221811277570721 0.00050946790202166786 0.0017885249187515578 0.0016274764381856049 0.0019478139866653445 0.0025623832382897743 0.0013425000029973113 0.0028716573639481387 0.0026728764690616383 0.0023620616304381829 0.0023465067128326427
leaf_weight=66 75 72 54 93 93 100 52 80 52 53 53 64 84 69 86 64 1128
leaf_count=66 75 72 54 93 93 100 52 80 52 53 53 64 84 69 86 64 1128
internal_value=0 0.00222103 0.00226872 0.00232107 0.00201382 0.00180564 0.00164926 0.000909856 0.00137562 0.00237657 0.00207962 0.00228421 0.00111114 0.00241227 0.00239504 0.00262664 0.00236965
internal_weight=0 2099 2027 1869 286 193 158 239 104 1583 170 117 159 1413 1347 133 1214
internal_count=2338 2099 2027 1869 286 193 158 239 104 1583 170 117 159 1413 1347 133 1214
is_linear=0
shrinkage=0.0024518


Tree=2189
num_leaves=19
num_cat=0
split_feature=4 12 13 156 4 12 52 16 52 49 0 4 1429 4 16 160 42 49
split_gain=49.4422 19.9814 8.50172 6.41888 5.63042 5.12772 3.46258 3.13447 2.76724 2.32003 2.70751 1.75275 1.95755 1.79673 1.0637 0.855791 0.680741 0.436902
threshold=0.36766000000000004 0.054520000000000006 -0.00038499999999999998 0.050840000000000003 0.51326500000000019 0.11769500000000001 -0.0093349999999999978 -1.0000000180025095e-35 -0.087769999999999987 -0.054509999999999996 -0.13513499999999998 0.0030100000000000001 0.086095000000000019 -0.14538499999999996 -0.11777499999999998 -1.0000000180025095e-35 0.08512500000000002 0.0065400000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 16 9 8 -4 -1 15 -11 12 13 -12 -13 -3 -2 -16
right_child=4 5 3 -5 -6 -7 -8 -9 -10 10 11 14 -14 -15 17 -17 -18 -19
leaf_value=0.0014776968681044838 0.0013662482966476511 0.0022095936349283917 0.0020298677868466715 0.0026467746380630462 0.00039289331755911947 0.0016988519296255197 0.0017894836063933565 0.001266874827156167 0.00070514007981452385 0.0029450306633318417 0.0019749329147457318 0.0024011497403334716 0.0028712124220657046 0.002404797210766303 0.0018110870465727748 0.0017344167031691092 0.0009871720478776126 0.0021231679348101521
leaf_weight=57 97 57 92 78 90 88 63 65 77 59 74 71 60 1070 55 52 52 81
leaf_count=57 97 57 92 78 90 88 63 65 77 59 74 71 60 1070 55 52 52 81
internal_value=0 0.00219163 0.00168275 0.00202383 0.000917473 0.0023235 0.00127573 0.00171416 0.00103398 0.00235829 0.00238609 0.00236269 0.00240167 0.00237702 0.00213587 0.00198316 0.00123414 0.00199717
internal_weight=0 2099 432 235 239 1667 197 157 134 1579 1470 1411 1204 1144 207 109 149 136
internal_count=2338 2099 432 235 239 1667 197 157 134 1579 1470 1411 1204 1144 207 109 149 136
is_linear=0
shrinkage=0.00265391


Tree=2190
num_leaves=21
num_cat=0
split_feature=31 4 4 3 147 4 158 14 42 13 401 42 42 0 48 0 3 13 0 3
split_gain=5.2942 2.28836 3.56497 2.97487 2.9021 2.69671 1.7892 1.71617 1.37538 1.37137 1.90381 1.61686 2.83351 1.65458 1.31936 1.13547 0.980209 0.56036 0.403399 0.363634
threshold=-0.019269999999999999 -0.03463999999999999 -0.018719999999999997 -0.020014999999999995 0.089365000000000014 0.51400500000000016 0.07968500000000002 -0.24175999999999997 0.095650000000000013 -0.084154999999999994 0.085900000000000018 0.086665000000000006 -1.0000000180025095e-35 -0.071719999999999992 0.014805 -0.030209999999999997 -0.096404999999999991 -0.071244999999999989 -0.078759999999999983 -0.080604999999999996
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 -3 6 5 7 9 -4 14 10 -2 12 16 18 -9 -5 -11 -10 -13 -15
right_child=1 2 4 15 -6 -7 -8 8 17 11 -12 13 -14 19 -16 -17 -18 -19 -20 -21
leaf_value=-0.0021473439717058927 -7.8152269897659011e-05 -0.00080067022289026133 0.0043413986277881069 0.0060251921215987055 -0.00074137893927144318 -0.00044884005832462914 0.0043826505662922267 0.0027093254028443003 -0.00013160521928081548 0.0040330591239964748 0.0028083895857279519 0.0029735214471911754 -0.00036435058679367137 0.0053309193766031687 0.0015657556964732034 0.0033278590875049671 0.0021211189458316057 0.0016900914219004554 0.0016262340311114076 0.0037448413090400848
leaf_weight=53 101 92 67 54 68 69 70 537 59 57 68 93 79 53 271 58 301 61 70 52
leaf_count=53 101 92 67 54 68 69 70 537 59 57 68 93 79 53 271 58 301 61 70 52
internal_value=0 0.00211703 0.00172406 0.00257238 0.00192937 0.00210019 0.00232815 0.0022771 0.00212791 0.00216344 0.00108245 0.00242237 0.00192118 0.00323907 0.00232595 0.00462963 0.00242593 0.000793237 0.00239581 0.00454679
internal_weight=0 2280 1224 1056 1132 1064 944 995 928 874 169 705 437 268 808 112 358 120 163 105
internal_count=2333 2280 1224 1056 1132 1064 944 995 928 874 169 705 437 268 808 112 358 120 163 105
is_linear=0
shrinkage=0.0133425


Tree=2191
num_leaves=18
num_cat=0
split_feature=31 150 156 402 402 2 51 51 2 49 2 160 2 2 402 15 2
split_gain=3.66282 1.90501 2.2984 1.63979 2.30077 1.71734 1.38654 1.3939 1.57712 1.31729 1.14059 1.28633 3.35781 2.55996 1.01584 0.350856 0.271366
threshold=-0.019269999999999999 0.091105000000000005 0.086945000000000008 0.10401000000000001 0.090045000000000014 0.10859000000000001 0.095820000000000016 -0.22288499999999997 0.13443000000000002 -0.062709999999999974 0.097575000000000009 0.0065900000000000012 0.084045000000000022 0.083645000000000011 0.12317000000000002 -0.052259999999999994 0.10364000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 5 10 7 -7 -9 -3 11 13 -13 -2 -5 -12 -17
right_child=1 2 -4 14 -6 6 -8 8 -10 -11 15 12 -14 -15 -16 16 -18
leaf_value=-0.0018581211503246636 0.003091387972439642 0.00095215791272158865 0.002456009543938994 -0.00070743821818267452 0.0047414417874201177 0.002670191665310088 0.0030267709678748183 0.0010889250419541044 -0.0012382251498248484 -0.0018626659879376973 0.002519867079602737 -0.0017712428994400037 0.0021637582255750474 0.0017003670666529288 0.0016496385952319596 0.0029710678030606193 0.0043457004100110989
leaf_weight=53 408 59 77 68 60 59 62 165 85 70 97 59 143 682 73 56 57
leaf_count=53 408 59 77 68 60 59 62 165 85 70 97 59 143 682 73 56 57
internal_value=0 0.00183197 0.000557784 0.00195845 0.0020639 0.00197804 0.00113146 0.000750695 0.000297101 -0.000574117 0.00218705 0.00203251 0.00101369 0.00222118 0.000511841 0.00313718 0.00366578
internal_weight=0 2280 206 2074 1933 1873 371 309 250 129 1502 1292 202 1090 141 210 113
internal_count=2333 2280 206 2074 1933 1873 371 309 250 129 1502 1292 202 1090 141 210 113
is_linear=0
shrinkage=0.0138815


Tree=2192
num_leaves=15
num_cat=0
split_feature=10 0 483 4 16 16 0 4 52 3 50 51 0 3
split_gain=2.20242 2.67542 1.51538 1.687 3.38962 1.13889 2.62486 2.43179 1.70362 1.63012 1.33423 1.49892 1.71205 1.03484
threshold=-1.0000000180025095e-35 -0.068669999999999995 0.10536000000000002 -0.37626499999999991 0.25032500000000008 -0.011859999999999997 -0.13314999999999996 -0.082509999999999986 -0.082824999999999996 -0.038414999999999998 0.11875500000000001 0.10838000000000002 -0.14097999999999997 -0.097224999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 8 -7 -8 -5 13 11 12 -10 -9
right_child=2 -3 -4 5 -6 6 7 9 10 -11 -12 -13 -14 -15
leaf_value=0.0016433890851717803 0.0053565349459535104 -0.0025203008069852634 0.0033499003778548917 0.0039063684246294613 0.0011835700108831415 -0.0016925746201029025 -0.0013527882996344734 -0.0006309098184879851 0.00022135640013403485 0.0033787507554190522 -0.00044383175616905218 0.0037950382534352564 0.0017125817205884684 0.0014412434417512944
leaf_weight=61 63 58 87 59 93 68 64 53 175 77 65 57 983 370
leaf_count=61 63 58 87 59 93 68 64 53 175 77 65 57 983 370
internal_value=0 -0.000384727 0.00155286 0.00147929 0.00286976 0.00136916 0.000882936 0.00119372 0.00159854 0.00151997 0.00149205 0.00159574 0.00148735 0.00118126
internal_weight=0 119 2214 2127 156 1971 632 564 1339 500 1280 1215 1158 423
internal_count=2333 119 2214 2127 156 1971 632 564 1339 500 1280 1215 1158 423
is_linear=0
shrinkage=0.0138815


Tree=2193
num_leaves=12
num_cat=0
split_feature=31 1456 4 16 155 132 3 156 12 3 51
split_gain=2.05149 1.36288 1.34653 2.07565 1.39067 1.21116 3.02781 1.90406 1.54002 1.42845 0.373043
threshold=-0.019269999999999999 -0.15627999999999997 -0.17689999999999997 0.25032500000000008 0.083440000000000014 0.098600000000000007 0.31370500000000007 0.088250000000000009 0.090135000000000007 0.11745500000000002 -0.13579499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -7 -4 -6
right_child=1 2 4 -5 10 8 -8 -9 -10 -11 -12
leaf_value=-0.001296490615809849 0.0027937386373674856 0.0034454245732608809 0.0010702369143663969 0.00083555955596376237 0.0030486811093014565 0.0036353338861009037 -0.0019472187296918724 -0.0008050675656675148 0.00075593195504590038 -0.00074265960515842056 0.0016067758607975374
leaf_weight=53 68 84 1606 95 52 52 56 90 57 66 54
leaf_count=53 68 84 1606 95 52 52 56 90 57 66 54
internal_value=0 0.00110745 0.00105556 0.00206102 0.000966963 0.000892725 0.000818426 0.000906397 0.00213078 0.000998598 0.00231534
internal_weight=0 2280 2212 179 2033 1927 1818 1762 109 1672 106
internal_count=2333 2280 2212 179 2033 1927 1818 1762 109 1672 106
is_linear=0
shrinkage=0.0120847


Tree=2194
num_leaves=17
num_cat=0
split_feature=1 4 2 2 14 4 51 1 39 15 2 15 43 48 4 12
split_gain=126.344 19.5783 16.9909 21.1648 9.64437 6.82037 6.33565 8.10669 4.17697 3.8836 4.00553 4.76134 3.08317 2.70491 4.31985 0.804496
threshold=0.10384000000000002 -0.032764999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.062655000000000016 0.25472500000000003 -0.023524999999999997 0.13475500000000004 0.084535000000000013 -0.11664999999999999 0.11366500000000002 -0.032264999999999995 -0.0068249999999999986 0.089025000000000007 -0.50388999999999984 0.087215000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 8 -4 12 9 15 13 -12 -8 14 -11 -1
right_child=1 2 6 -5 -6 -7 7 -9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=0.0039481543100300482 0.002790548674935815 0.0012100401719638753 0.00030983029504598464 0.003110344878355536 0.0041847398679447098 0.0022988839378886732 0.0011770527284477935 0.00057146259231325369 0.002566964160115703 0.0039645493203876465 0.0032465123074376357 0.0021408706345983812 0.0019547036453284369 0.0028093946988146175 0.0032298285289289806 0.0034818808445210045
leaf_weight=52 101 77 53 82 66 59 56 68 68 57 54 52 91 97 1248 52
leaf_count=52 101 77 53 82 66 59 56 68 68 57 54 52 91 97 1248 52
internal_value=0 0.00176005 0.00151624 0.00219025 0.00320717 0.00317005 0.00111626 0.00131492 0.00320063 0.00322735 0.00319368 0.00270438 0.00165864 0.00323065 0.00326194 0.00371528
internal_weight=0 528 427 159 1805 1739 268 215 1680 1612 1508 106 147 1402 1305 104
internal_count=2333 528 427 159 1805 1739 268 215 1680 1612 1508 106 147 1402 1305 104
is_linear=0
shrinkage=0.00260187


Tree=2195
num_leaves=17
num_cat=0
split_feature=97 14 3 49 3 1203 1446 51 0 2 0 130 16 16 43 4
split_gain=2.35204 1.62733 1.67685 1.06713 1.23763 2.2089 2.43302 1.98027 1.28871 1.48189 1.16873 1.13556 1.06527 1.00679 0.720951 0.510559
threshold=-0.0047149999999999996 -0.10708499999999999 0.11372500000000001 0.12497000000000001 -0.085044999999999996 0.084795000000000023 0.083225000000000007 1.0000000180025095e-35 -0.07304999999999999 0.11043500000000002 0.014040000000000002 -0.008624999999999999 -0.038799999999999994 -0.4714549999999999 -0.052219999999999996 -0.011154999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 11 10 -10 -6 -13 -4 -11 -15
right_child=1 2 13 -5 8 -7 -8 -9 9 14 -12 12 -14 15 -16 -17
leaf_value=-0.0015613696938330548 0.0027711257947695563 0.0010403025592460445 0.0012707709818199826 -0.00020180147603107135 7.9616864812211933e-06 -0.0015367556825209409 -0.0012189431267343759 0.0033028199428810612 -0.00038908519052500013 0.0029534930452719227 0.0017978384826092036 0.0015269657598324098 0.0024655848072962809 5.6423564113188358e-06 0.00091611869652097745 -0.0017553468588911983
leaf_weight=53 100 552 54 86 58 59 70 72 157 60 54 556 311 54 55 54
leaf_count=53 100 552 54 86 58 59 70 72 157 60 54 556 311 54 55 54
internal_value=0 0.00116942 0.00109824 0.00119567 0.00125571 0.000844513 0.00104715 0.00130158 0.00150311 0.000808988 0.000169953 0.0017476 0.00186381 -0.000157954 0.00198029 -0.000873585
internal_weight=0 2352 2252 2090 2004 753 694 624 1251 326 211 925 867 162 115 108
internal_count=2405 2352 2252 2090 2004 753 694 624 1251 326 211 925 867 162 115 108
is_linear=0
shrinkage=0.0128244


Tree=2196
num_leaves=25
num_cat=0
split_feature=3 2 2 2 2 3 16 16 16 13 2 16 16 2 151 3 16 2 3 2 3 3 3 403
split_gain=75.3462 22.8728 24.2092 14.1868 12.7336 9.66383 5.15502 4.76487 4.0906 2.75137 2.36652 2.72354 2.32323 2.20667 2.01774 2.50736 3.78178 2.17847 1.59988 1.56808 0.850494 0.599041 1.39905 0.421679
threshold=-0.06340999999999998 0.13290500000000002 -0.0091949999999999983 0.11366500000000002 0.106285 -0.10175499999999998 -0.0063399999999999993 -0.021179999999999997 -0.39442499999999997 -0.083739999999999995 0.081685000000000021 -0.097499999999999989 0.25761500000000009 0.15398500000000001 -0.086379999999999985 -0.22740999999999997 0.041625000000000002 0.088375000000000023 -0.08841499999999998 0.091725000000000015 -0.086424999999999988 -0.081574999999999995 -0.082539999999999988 0.024320000000000005
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 -2 8 6 -5 10 -6 -1 18 -4 -12 -8 -3 -11 -16 19 -18 -10 -17 -20 22 -22 -23
right_child=1 13 4 5 7 -7 12 -9 9 14 11 -13 -14 -15 15 16 17 -19 20 -21 21 23 -24 -25
leaf_value=0.0025557661029326812 0.0010844347650106625 0.0014301878330463549 0.0021261184102694505 0.0015871853908156913 0.0022665606001701652 0.0029319108532891666 0.0036928412729639462 0.0012922409772453307 0.0037516704701657782 0.0026155322596539835 0.0032287411278968804 0.0024695277547082616 0.0029212773851095548 0.00081587186467423024 0.0036502456160642425 0.0032203012176046388 0.0024601865072373373 0.0030174607006275105 0.0029538602045648724 0.002919533621622135 0.0032469565751718919 0.0032935704595733824 0.0037450151799409991 0.0030106645994635813
leaf_weight=84 93 100 52 72 99 73 55 52 52 62 55 78 52 66 54 568 94 98 54 151 111 113 60 57
leaf_count=84 93 100 52 72 99 73 55 52 52 62 55 78 52 66 54 568 94 98 54 151 111 113 60 57
internal_value=0 0.00203038 0.00229181 0.00304351 0.00254521 0.00226438 0.00286262 0.00193122 0.003116 0.00314791 0.00259901 0.0027837 0.00331814 0.00118611 0.00307338 0.00310277 0.00307029 0.00274477 0.00331908 0.00315717 0.00326206 0.00331079 0.00342188 0.00319888
internal_weight=0 702 536 1703 443 145 292 151 1558 1474 185 133 107 166 1027 965 911 192 447 719 395 341 171 170
internal_count=2405 702 536 1703 443 145 292 151 1558 1474 185 133 107 166 1027 965 911 192 447 719 395 341 171 170
is_linear=0
shrinkage=0.00260187


Tree=2197
num_leaves=10
num_cat=0
split_feature=48 0 97 12 3 15 13 12 52
split_gain=1.88064 1.77501 1.42533 2.10226 1.89261 1.21363 1.46931 1.07058 0.0433888
threshold=0.13624500000000003 -0.23141499999999995 -0.0047149999999999996 -0.14718499999999998 0.11372500000000001 -0.41880499999999993 0.26379000000000002 -0.085719999999999977 -0.021489999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 -6
right_child=-2 2 3 4 8 6 -8 -9 -10
leaf_value=0.0031745522135074151 -0.0011662482264171734 -0.00089934906868750753 0.0033306671603952386 -0.00023412146936091879 -0.00028827341822057327 -0.00016496480168949577 0.0031114292073237721 0.0011712689363069996 -0.00077759750433162842
leaf_weight=56 53 52 57 91 52 88 53 1851 52
leaf_count=56 53 52 57 91 52 88 53 1851 52
internal_value=0 0.00108941 0.00103849 0.00108345 0.00102483 0.00110272 0.00116386 0.00111056 -0.000534152
internal_weight=0 2352 2296 2244 2187 2083 1992 1939 104
internal_count=2405 2352 2296 2244 2187 2083 1992 1939 104
is_linear=0
shrinkage=0.0118477


Tree=2198
num_leaves=21
num_cat=0
split_feature=44 1 402 4 148 4 2 16 12 12 4 474 16 13 1 12 133 13 2 132
split_gain=1.4828 1.62354 2.44752 2.11257 2.53952 1.94901 2.82664 2.99609 1.23852 1.42255 1.22139 1.11119 1.00277 1.29552 0.865772 0.762654 0.562192 0.384382 0.34424 0.193455
threshold=1.0000000180025095e-35 0.077565000000000009 0.084925000000000014 0.51743500000000009 -0.079549999999999996 -0.17689999999999997 0.080060000000000006 0.053535000000000006 -0.042789999999999988 0.081095000000000014 -0.5031049999999998 0.081755000000000008 -0.020464999999999997 -0.032264999999999995 0.088315000000000018 0.095175000000000023 0.087575000000000014 -0.0041499999999999983 0.10124000000000001 -0.0021499999999999996
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 8 3 4 -3 10 14 -8 -1 -10 -6 12 17 15 -7 -14 -13 18 -11 -19
right_child=-2 2 -4 -5 5 6 7 -9 9 11 -12 16 13 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0030203903149525263 0.0029594821842416925 -0.0020910792204807366 -0.0015544408486094609 0.00291571581466078 0.0009595380899089283 0.0024045370638861537 9.970390500535091e-05 -0.003128187639159793 -0.00087803504007846994 0.001335205491839922 0.0034845502077548479 0.0028724456826644366 0.00036231648991459902 0.0016220331667576426 0.00086768688026318591 -0.0012770066849574224 0.0013670242037698694 0.0014034647111570969 0.0022559938338244847 0.00050837383735990516
leaf_weight=52 52 53 81 60 61 65 273 52 54 418 56 79 177 103 395 57 73 54 73 117
leaf_count=52 52 53 81 60 61 65 273 52 54 418 56 79 177 103 395 57 73 54 73 117
internal_value=0 0.00085401 0.000507044 0.000671687 0.000530563 0.000684752 0.000463333 -0.000416354 0.00115643 0.00107588 0.00216922 0.00116767 0.00101802 0.00047006 0.00108514 -3.64435e-05 0.00215031 0.00129678 0.00147237 0.000791804
internal_weight=0 2353 1096 1015 955 902 785 325 1257 1205 117 1151 999 337 460 234 152 662 491 171
internal_count=2405 2353 1096 1015 955 902 785 325 1257 1205 117 1151 999 337 460 234 152 662 491 171
is_linear=0
shrinkage=0.0123264


Tree=2199
num_leaves=13
num_cat=0
split_feature=14 49 2 49 376 457 2 132 49 2 15 13
split_gain=1.38338 2.0286 1.67164 1.30953 1.25787 1.08794 1.27306 1.19429 0.986471 0.777437 0.726245 0.491377
threshold=-0.10708499999999999 -0.15562499999999999 -0.10238999999999998 0.12497000000000001 0.084360000000000018 0.083415000000000017 0.091070000000000012 0.10240500000000001 -0.07107999999999999 0.11736500000000001 0.084885000000000002 -0.052454999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 4 5 7 -7 8 -4 -1 -9 -5
right_child=1 2 3 11 -6 6 -8 10 -10 -11 -12 -13
leaf_value=0.0033470011098271409 -0.0017795447144692402 -0.0013676338281074505 0.0023182706305549957 -0.0014517355409216825 0.0028043165669400802 0.0010295842496099389 -0.0015111308614933342 -0.001485622986002611 0.00095351356832091812 0.0011516429002420504 0.00068924559902413249 0.00025872941059849463
leaf_weight=54 54 60 96 52 59 66 69 53 1669 57 52 64
leaf_count=54 54 60 96 52 59 66 69 53 1669 57 52 64
internal_value=0 0.000724989 0.000785429 0.000844751 0.00092078 0.000865284 -0.000267969 0.000947171 0.00102782 0.00222091 -0.000407215 -0.000506827
internal_weight=0 2294 2240 2180 2064 2005 135 1870 1765 111 105 116
internal_count=2405 2294 2240 2180 2064 2005 135 1870 1765 111 105 116
is_linear=0
shrinkage=0.0130808


Tree=2200
num_leaves=17
num_cat=0
split_feature=1 4 3 12 1 3 0 1 4 3 43 0 1 43 3 13
split_gain=95.0031 17.7724 11.6332 9.51977 9.30796 4.70782 4.63649 6.20334 3.49747 3.47903 7.35969 1.73102 3.26982 1.7629 1.17788 0.819606
threshold=0.11570500000000002 0.27161500000000005 -0.049509999999999992 -0.036614999999999988 0.092810000000000017 0.10812000000000001 -0.14822499999999997 0.084525000000000003 0.029980000000000003 0.31343500000000007 -0.012149999999999999 -0.066849999999999979 0.081540000000000015 -0.22778999999999996 -0.072579999999999992 -0.074749999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 -5 11 10 -4 13 -13 -8 15 -10
right_child=2 -3 9 5 -6 -7 8 -9 14 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0025531098477849217 0.0014666047216732162 0.0012096512068564295 7.7449187515790733e-05 0.0036047521667486116 0.0011167250195457173 0.0016491761932071894 0.0029082814262759034 0.0023673391148282636 0.0019924680393401503 -7.7720117822695957e-05 0.0013466993803420548 0.0019601097985011166 0.0025766761473566824 0.0024594451115502207 0.0017644514835574332 0.0024060987611569428
leaf_weight=52 100 100 74 54 82 56 66 61 67 78 57 135 111 1122 63 71
leaf_count=52 100 100 74 54 82 56 66 61 67 78 57 135 111 1122 63 71
internal_value=0 0.00230128 0.00072207 0.00235754 0.00167434 0.00240821 0.00243249 0.00294863 0.00239616 0.000365698 0.000629935 0.00244223 0.00223843 0.0024844 0.00206739 0.00220548
internal_weight=0 2040 309 1940 134 1806 1750 115 1635 209 131 1434 246 1188 201 138
internal_count=2349 2040 309 1940 134 1806 1750 115 1635 209 131 1434 246 1188 201 138
is_linear=0
shrinkage=0.00265391


Tree=2201
num_leaves=22
num_cat=0
split_feature=1 2 2 0 123 2 2 4 12 0 0 15 1212 12 43 131 4 4 12 4 1212
split_gain=67.8368 11.4486 8.13885 6.88465 4.37442 4.14216 5.06689 2.84913 2.55383 1.93588 1.85975 1.85477 1.61344 1.55712 1.34079 1.33817 2.59573 1.21061 0.924513 0.693548 0.549697
threshold=0.11570500000000002 0.10527500000000002 0.14234000000000005 -0.14454499999999995 0.081180000000000016 -1.0000000180025095e-35 0.11342000000000001 -0.074219999999999994 0.087245000000000003 -0.098524999999999988 -0.070064999999999975 -0.15614499999999998 1.0000000180025095e-35 0.078515000000000015 -0.017259999999999998 0.023795 -0.47860499999999995 0.053255000000000004 0.095780000000000018 -0.0025749999999999996 0.088495000000000018
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 4 5 -3 7 -2 -7 9 -5 -1 11 -9 15 -13 -14 16 -11 -15 -10 -20 -16
right_child=2 3 -4 8 -6 6 -8 10 18 12 -12 13 14 17 20 -17 -18 -19 19 -21 -22
leaf_value=0.003083689509685422 0.00072838830016311805 0.0012310761036662221 0.00038435486351138701 0.0017527731573190035 0.0017803335414099803 0.0021085569640122166 0.0011255137449730798 0.0028721253715748799 0.002592500234266621 0.0032192685179601517 0.0018968918435753592 0.0020494803249859329 0.0020509464161905864 0.0024699522231947787 0.0023069563566904326 0.0022861325727274416 0.0026154944387241606 0.0021660365423063453 0.0023282324822469992 0.001967215207819643 0.0026705398308872327
leaf_weight=55 61 77 97 93 66 65 86 57 52 59 54 93 67 552 52 64 354 113 94 65 73
leaf_count=55 61 77 97 93 66 65 86 57 52 59 54 93 67 552 52 64 354 113 94 65 73
internal_value=0 0.00235603 0.00102152 0.00194081 0.00245137 0.00131292 0.00154887 0.00247916 0.00212048 0.00260253 0.00237633 0.00240807 0.00256293 0.00237313 0.00235615 0.0026461 0.00270182 0.00241835 0.00228241 0.00218083 0.00251952
internal_weight=0 2040 309 381 1659 212 151 1593 304 724 869 815 669 758 192 477 413 665 211 159 125
internal_count=2349 2040 309 381 1659 212 151 1593 304 724 869 815 669 758 192 477 413 665 211 159 125
is_linear=0
shrinkage=0.00265391


Tree=2202
num_leaves=19
num_cat=0
split_feature=3 14 12 16 0 16 131 16 457 156 3 3 3 42 16 16 43 42
split_gain=2.37909 2.35995 1.48056 2.21471 2.37047 2.74652 1.81486 1.29154 1.42662 1.28459 1.15376 1.09646 1.02216 0.838348 0.832675 0.595248 0.616679 0.188422
threshold=0.31534000000000006 0.023790000000000002 0.085665000000000005 -0.0048099999999999992 -0.084444999999999978 0.11346000000000002 0.082750000000000004 -0.0098949999999999975 0.087855000000000003 0.088610000000000008 -0.11327499999999999 -0.15078499999999997 -0.097574999999999981 0.083725000000000008 0.40737000000000007 -0.11364999999999999 0.22924500000000003 0.087865000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 13 10 11 -4 -12 -1 -11 17 -17 -14
right_child=-2 -3 9 4 5 -7 -8 -9 -10 14 12 -13 15 -15 -16 16 -18 -19
leaf_value=-0.00024108971791196888 -0.0011807592449501355 0.0028716005685084246 0.0010953880997779304 -0.00034904308670475459 0.0038338999706469222 0.00081704681514410172 -0.0020698965539450468 -0.0011910001743534006 0.0022948158023187084 -0.00096307112108387559 -0.00028743000591392281 0.0033781581107027617 0.00082079378339938941 0.00084725701495565317 0.00094200333801375009 0.001374702284069449 0.00028941500253720223 -9.2010621117714331e-05
leaf_weight=223 79 83 56 77 76 96 52 75 54 67 72 63 71 179 62 826 81 57
leaf_count=223 79 83 56 77 76 96 52 75 54 67 72 63 71 179 62 826 81 57
internal_value=0 0.000910063 0.000835562 0.000441907 0.00137726 0.00215081 4.22015e-05 0.000249274 0.000486439 0.00107718 0.00119552 0.00230498 0.00107614 0.000243208 -4.64735e-05 0.00117112 0.00127792 0.000413322
internal_weight=0 2270 2187 832 249 172 583 531 456 1355 1226 119 1107 402 129 1035 907 128
internal_count=2349 2270 2187 832 249 172 583 531 456 1355 1226 119 1107 402 129 1035 907 128
is_linear=0
shrinkage=0.0118477


Tree=2203
num_leaves=15
num_cat=0
split_feature=4 3 123 15 14 4 4 12 4 15 3 13 15 12
split_gain=58.1465 18.7082 12.1262 8.07894 6.58565 6.35446 3.6037 3.42583 3.36297 4.21907 4.30735 2.84928 2.76875 0.849185
threshold=0.30163500000000004 0.11745500000000002 1.0000000180025095e-35 -0.42759999999999992 0.062655000000000016 0.41939500000000002 0.55608500000000005 0.11769500000000001 -0.49862999999999996 0.082725000000000007 -0.10175499999999998 -0.011834999999999998 -0.070929999999999979 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 7 -5 -2 8 -1 10 -10 -4 -3 -11
right_child=3 12 11 5 -6 -7 -8 -9 9 13 -12 -13 -14 -15
leaf_value=0.0030821728289043204 0.0019806354346585675 0.0018048432133473235 0.0021232850371071476 0.0011415772685681278 0.0033961712489205022 -9.4352798079442465e-05 0.0010607155800737933 0.0020018393870076378 0.001938829266745199 0.0028042067720913219 0.0024932307110680381 0.001277619476495709 0.00094116881977012986 0.0026188006054086695
leaf_weight=87 68 53 54 67 67 52 54 78 113 304 809 59 52 432
leaf_count=87 68 53 54 67 67 52 54 78 113 304 809 59 52 432
internal_value=0 0.00246996 0.00252722 0.00109365 0.00257773 0.000601269 0.00157369 0.00254764 0.00257202 0.00254523 0.00242531 0.00168199 0.00137739 0.00269542
internal_weight=0 2108 2003 241 1890 119 122 1823 1745 1658 922 113 105 736
internal_count=2349 2108 2003 241 1890 119 122 1823 1745 1658 922 113 105 736
is_linear=0
shrinkage=0.00265391


Tree=2204
num_leaves=19
num_cat=0
split_feature=1 10 34 12 3 14 12 3 16 484 3 483 51 0 0 0 3 16
split_gain=3.04782 2.43429 1.74514 1.6217 1.88531 1.2557 1.22512 1.84908 2.17674 2.0404 1.98117 1.02439 0.792845 1.29708 1.20853 1.00009 0.604386 0.395909
threshold=0.12007000000000002 -0.0069899999999999988 -1.0000000180025095e-35 -0.085209999999999994 -0.048154999999999996 0.023790000000000002 0.084555000000000005 -0.11756999999999999 0.0055300000000000011 -0.069939999999999988 0.10812000000000001 0.0093900000000000008 -0.13881499999999999 -0.069389999999999993 -0.077959999999999988 0.033830000000000006 -0.078254999999999977 0.19022000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 -4 9 -9 -11 12 -8 14 -14 -15 -13 -10
right_child=1 3 5 4 -6 -7 11 8 17 10 -12 16 13 15 -16 -17 -18 -19
leaf_value=0.0033813738010159337 -0.00288984895297401 0.0021723035797396803 -0.0018575868735023744 0.0014390003199748137 -0.0016155490338727633 0.0026417997388575392 0.002470734778077791 -0.001984251942525276 0.0031013580576588571 0.00016834041198085785 0.0028212457305124201 -0.000403529956742369 0.0011815193350971438 -0.00049590742364750333 0.0023800567857959992 0.0013510734051836342 0.0012097208301814016 0.001539891063667097
leaf_weight=53 52 52 52 53 89 76 86 58 52 268 56 102 816 119 167 81 61 56
leaf_count=53 52 52 52 53 89 76 86 58 52 268 56 102 816 119 167 81 61 56
internal_value=0 -0.000425578 0.00108268 0.000234242 -0.000474507 0.00102318 0.000960793 0.00044108 0.000685299 0.000230415 0.00062729 0.0011574 0.00128035 0.0011937 0.00138528 0.000251435 0.000199362 0.00229298
internal_weight=0 246 2103 194 142 2050 1974 542 490 382 324 1432 1269 1183 983 200 163 108
internal_count=2349 246 2103 194 142 2050 1974 542 490 382 324 1432 1269 1183 983 200 163 108
is_linear=0
shrinkage=0.0128244


Tree=2205
num_leaves=13
num_cat=0
split_feature=10 2 447 2 51 3 2 50 1 2 0 51
split_gain=2.76333 1.56234 1.35046 1.1326 1.19659 1.24513 1.18662 1.43928 1.10686 2.07552 1.11944 0.405494
threshold=0.058500000000000003 -0.020134999999999997 0.085445000000000007 0.13631000000000001 0.095820000000000016 -0.0041149999999999989 0.12228000000000001 0.11368500000000002 0.07677500000000001 0.083175000000000013 -0.085669999999999982 0.080335000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 8 10 -10 -3 -9
right_child=-2 2 -4 4 -6 -7 -8 11 9 -11 -12 -13
leaf_value=0.0026990410985545418 -0.0016803767939603195 0.0014070618501163294 0.0023953944438919773 0.00036758126193160771 0.0013511315547194492 -0.0021207031155185078 0.0024361837128439937 0.002672062386551695 0.00092823728370287949 -0.00035580402092868113 0.00064799889619955012 0.0013806978896270998
leaf_weight=67 59 484 78 59 52 54 67 66 416 307 627 72
leaf_count=67 59 484 78 59 52 54 67 66 416 307 627 72
internal_value=0 0.000914946 0.000862509 0.000808203 -0.000135266 -0.000820391 0.000884612 0.000831833 0.000743923 0.000382833 0.000978794 0.00199922
internal_weight=0 2349 2282 2204 165 113 2039 1972 1834 723 1111 138
internal_count=2408 2349 2282 2204 165 113 2039 1972 1834 723 1111 138
is_linear=0
shrinkage=0.0118477


Tree=2206
num_leaves=18
num_cat=0
split_feature=13 4 49 4 2 34 1429 0 13 160 49 157 13 0 0 13 2
split_gain=1.84166 1.66475 1.42582 2.27339 1.48328 2.02213 0.904707 1.27254 2.06997 1.74553 1.36388 1.47131 1.16462 0.828322 0.822449 0.686206 0.476684
threshold=0.055020000000000006 0.055260000000000011 -0.085949999999999985 -0.012419999999999999 -1.0000000180025095e-35 -0.078549999999999995 -0.08262499999999999 -0.065489999999999979 -0.088444999999999982 -0.0039899999999999988 0.13302000000000003 -0.087424999999999989 -0.24588999999999997 -0.080514999999999989 -0.04478999999999999 0.095655000000000018 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 -1 5 -4 -6 10 -9 -10 11 -8 -13 -2 -11 -15 -17
right_child=1 -3 4 -5 6 -7 7 8 9 14 -12 12 -14 15 -16 16 -18
leaf_value=0.0043491899688602106 -0.00078472679559706557 -0.0020717151833346318 0.001221935244524866 0.00075830264320792982 0.0027367694387048563 -0.0022549450472672422 -0.0010682726092021658 -0.0023958792158746446 -0.0015117342050441338 0.00056380259803632225 0.0030939099943996869 0.0028388842307224328 0.00098547219021416109 -0.00037743814711289805 0.0025999604756121531 0.00048852723361070076 0.0022199546533967275
leaf_weight=58 81 66 60 75 52 64 62 52 52 93 59 66 1332 55 61 53 67
leaf_count=58 81 66 60 75 52 64 62 52 52 93 59 66 1332 55 61 53 67
internal_value=0 -0.000144181 0.000961255 0.00232535 0.000868285 -0.000571412 0.000965971 0.000914071 2.98064e-05 0.000642821 0.00106417 0.000982043 0.00107308 0.000352194 0.00137128 0.000879256 0.00145645
internal_weight=0 322 2086 133 1953 124 1829 1777 258 206 1519 1460 1398 256 154 175 120
internal_count=2408 322 2086 133 1953 124 1829 1777 258 206 1519 1460 1398 256 154 175 120
is_linear=0
shrinkage=0.0136093


Tree=2207
num_leaves=15
num_cat=0
split_feature=12 52 42 34 16 16 14 16 11 52 1 150 159 15
split_gain=1.82477 1.48883 2.30243 1.38597 0.889889 2.13476 1.58599 1.4362 1.37459 0.954453 0.854908 0.786223 0.886776 0.511655
threshold=-0.085719999999999977 1.0000000180025095e-35 0.085545000000000024 -1.0000000180025095e-35 0.25032500000000008 0.15737500000000001 0.076175000000000007 0.31481000000000009 0.080150000000000013 -0.23742499999999997 0.10672000000000002 -0.088479999999999989 -0.085534999999999986 -0.050699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 8 -6 11 10 13 -5 -13 -9
right_child=3 -3 -4 4 7 -7 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.002743313010158884 0.0027410246619085422 0.0012828665140741432 0.00067830136309861495 0.0023305526436635795 -0.0017111856880929607 0.0033244800858113883 0.0030184351992684228 0.0013669441518372942 -0.0013089229466167948 -0.00099541762605305484 0.0023677904943849139 0.0014784569593698181 0.00056831562431648882 -0.00035011241904994646
leaf_weight=82 62 56 61 54 65 59 53 54 60 56 56 221 1397 72
leaf_count=82 62 56 61 54 65 59 53 54 60 56 56 221 1397 72
internal_value=0 -0.00056005 -0.00128275 0.000773524 0.000716642 0.000826757 0.000744119 4.60324e-05 0.000674442 0.000526543 0.000995622 0.0007457 0.000692718 0.000384639
internal_weight=0 199 143 2209 2147 1844 1785 303 1732 238 182 1672 1618 126
internal_count=2408 199 143 2209 2147 1844 1785 303 1732 238 182 1672 1618 126
is_linear=0
shrinkage=0.0133425


Tree=2208
num_leaves=24
num_cat=0
split_feature=1 52 12 2 52 52 4 12 12 4 2 43 123 4 1 12 52 475 16 12 12 12 43
split_gain=84.6462 14.9612 10.3462 9.56954 6.31859 11.6044 7.47373 6.18626 5.88485 5.65596 5.05848 3.28393 2.84362 2.4754 2.24943 1.94825 1.88728 1.2508 1.29833 0.853771 0.825633 0.721761 0.373071
threshold=0.10932500000000002 -0.23125999999999997 0.054520000000000006 0.14721500000000001 -0.089014999999999983 0.024560000000000002 -0.0047649999999999993 -0.024179999999999997 0.087805000000000008 -0.16270999999999997 0.11093500000000002 -0.10961499999999998 0.08592000000000001 0.022635000000000006 0.083250000000000005 0.095815000000000011 0.091080000000000008 -0.082139999999999991 0.037060000000000003 0.083425000000000013 0.11007500000000002 0.085945000000000008 -0.080364999999999978
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 -2 4 7 -1 6 -6 12 11 -10 -9 -4 -3 17 16 -15 19 -11 20 -13 -19 -21 -20
right_child=1 3 8 -5 5 -7 -8 10 9 13 -12 14 -14 15 -16 -17 -18 18 22 21 -22 -23 -24
leaf_value=0.0033317167258578731 0.0030792830487354713 0.0006602726995687 0.0041873600752715566 0.00056383746057843897 0.0012005450764319978 0.0033603773162832066 0.0025025130027542756 0.0026876795888343525 0.0023506735474548264 0.003691865964339808 0.0016429554269935017 0.0039275143375484909 0.00161292682437263 0.0031543177018677512 0.0029087769936499224 0.002535104585148132 0.0030425103407979038 0.0032348881720547732 0.0031251303872581919 0.0034099427926316786 0.0036042356480989936 0.0036938365082745278 0.0027795322527493106
leaf_weight=93 59 52 54 83 68 78 94 71 81 54 100 52 61 97 70 87 74 538 52 231 62 129 68
leaf_count=93 59 52 54 83 68 78 94 71 81 54 100 52 61 97 70 87 74 538 52 231 62 129 68
internal_value=0 0.00168188 0.00315052 0.00145714 0.00266945 0.00241269 0.0019562 0.0017181 0.00324764 0.00311055 0.00207692 0.0034811 0.00117482 0.00317476 0.00341245 0.00286171 0.00348493 0.00324914 0.00321589 0.00356431 0.00327311 0.00351176 0.00292956
internal_weight=0 426 1982 367 333 240 162 284 1649 1039 171 610 113 958 556 184 486 774 720 412 600 360 120
internal_count=2408 426 1982 367 333 240 162 284 1649 1039 171 610 113 958 556 184 486 774 720 412 600 360 120
is_linear=0
shrinkage=0.00298873


Tree=2209
num_leaves=14
num_cat=0
split_feature=3 3 13 12 49 13 4 12 40 150 15 15 13
split_gain=2.02301 1.83358 0.959546 1.60567 1.09547 1.29468 1.23594 1.11191 1.06891 1.03711 0.933676 1.07781 0.279697
threshold=0.32329500000000005 0.12991000000000003 0.055020000000000006 0.089045000000000013 -0.085949999999999985 -0.15310499999999996 -0.012419999999999999 -0.08731499999999999 -0.065969999999999987 0.10980500000000001 0.087865000000000013 -0.059484999999999989 -0.026084999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 12 -9 -10 11 -5 -7
right_child=-2 -3 3 10 5 7 -8 8 9 -11 -12 -13 -14
leaf_value=0.0034676535003525678 -0.0016431604795670723 0.0025458642926607924 -0.0014177730876270864 8.176652914221777e-05 -0.0012364801848109366 0.00015099993613600779 0.00082543137052525041 0.0025076885723188396 0.00088277955432417433 -0.00079521247902237711 -0.00071451708000910222 0.0021318580875064638 -0.0011181400378124241
leaf_weight=53 58 93 88 84 53 63 65 64 1524 63 63 85 52
leaf_count=53 58 93 88 84 53 63 65 64 1524 63 63 85 52
internal_value=0 0.000780579 0.00070778 5.67525e-05 0.000815262 0.000737465 0.00201335 0.000796783 0.000881738 0.000816081 0.000616645 0.00111369 -0.000421682
internal_weight=0 2350 2257 320 1937 1819 118 1766 1651 1587 232 169 115
internal_count=2408 2350 2257 320 1937 1819 118 1766 1651 1587 232 169 115
is_linear=0
shrinkage=0.0128244


Tree=2210
num_leaves=12
num_cat=0
split_feature=15 16 15 1 1374 480 51 151 41 15 52
split_gain=1.84119 2.1487 1.74693 2.47241 1.68858 1.41216 1.14328 1.88867 0.697636 0.483852 0.353619
threshold=-0.26826999999999995 -0.38959499999999997 -0.12431499999999999 0.13418500000000003 0.085030000000000008 -0.020629999999999999 0.11794000000000002 0.086470000000000005 0.08110500000000001 -0.22805999999999996 -0.0078449999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 -4 7 8 -7 -2 -11
right_child=2 -3 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00047390127388713486 0.0029324104942229749 -0.0024888756191923577 -0.0013815202679185309 -0.0023605513994847359 0.0029138082963273207 0.00063867736806747476 0.0019926801376193961 -0.0018990295605371655 -0.00091530658434211339 0.0022361031494731497 0.00075006832331983987
leaf_weight=102 56 76 67 52 54 1659 98 56 53 52 64
leaf_count=102 56 76 67 52 54 1659 98 56 53 52 64
internal_value=0 -0.000790304 0.00061993 0.000510908 0.000586126 0.000521027 0.000589415 0.000511552 0.000590486 0.00191152 0.00141745
internal_weight=0 178 2211 2039 1987 1933 1866 1768 1712 172 116
internal_count=2389 178 2211 2039 1987 1933 1866 1768 1712 172 116
is_linear=0
shrinkage=0.0133425


Tree=2211
num_leaves=16
num_cat=0
split_feature=1 3 52 14 2 2 39 3 43 12 3 12 2 40 12
split_gain=123.714 32.4846 10.7779 9.54523 9.53332 7.38086 5.30915 5.16598 4.69756 3.66377 2.78221 5.69126 2.28196 1.78736 1.31697
threshold=0.10282000000000001 -0.049204999999999992 -0.22243999999999997 0.062655000000000016 0.14271500000000001 0.10322500000000003 0.081875000000000017 0.08734500000000002 -0.049914999999999994 0.11721500000000001 -0.15197999999999998 0.082295000000000021 0.11197500000000002 -0.077474999999999988 0.083885000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 8 -4 7 9 13 10 -1 -12 -10 -3 -13
right_child=1 4 5 -5 -6 -7 -8 -9 12 -11 11 14 -14 -15 -16
leaf_value=0.0018733777799812565 0.0025639470096478069 0.00073595045448314217 0.0019407513308486973 0.0033116074679992603 -0.00014877754138619402 0.00078197925841086251 0.0017620163577945782 0.001827233390720908 0.0014598270829988135 0.0017693373267785519 0.0030815315012704381 0.0021057592126752329 0.00083908465627942483 0.00013038669759416594 0.0024342293488751883
leaf_weight=52 75 63 71 64 80 62 89 97 64 52 82 79 81 55 1323
leaf_count=52 75 63 71 64 80 62 89 97 64 52 82 79 81 55 1323
internal_value=0 0.00105577 0.00182031 0.00238038 0.000592073 0.00140077 0.00234677 0.00237764 0.000817527 0.00241124 0.00243296 0.00245255 0.00111325 0.000453918 0.00241574
internal_weight=0 551 208 1838 343 133 1774 1685 263 1588 1536 1484 145 118 1402
internal_count=2389 551 208 1838 343 133 1774 1685 263 1588 1536 1484 145 118 1402
is_linear=0
shrinkage=0.0024518


Tree=2212
num_leaves=12
num_cat=0
split_feature=49 15 14 12 51 124 15 12 4 13 51
split_gain=1.76205 1.74439 1.23138 1.7382 1.17634 1.20152 1.32687 1.24268 3.9909 1.35327 1.06708
threshold=-0.14917999999999998 -0.26826999999999995 -0.41790499999999997 -0.073474999999999985 0.14820500000000003 -0.085059999999999983 -0.22805999999999996 -0.010219999999999998 0.0036400000000000004 -0.16392499999999996 0.11394000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -7 8 -8 -9 -11
right_child=1 4 3 -5 -6 6 7 9 -10 10 -12
leaf_value=-0.0017534940712233638 0.0011871163023740321 0.0028565479501977066 -0.0036173775662894912 0.00013802017369767276 -0.0013302140189922686 0.0033556314348671648 -0.0038931104358789648 -0.0012578855712958193 0.0019931701233430236 0.00092887375721238197 0.0029559509372808052
leaf_weight=69 57 79 56 65 56 52 53 67 60 1709 66
leaf_count=69 57 79 56 65 56 52 53 67 60 1709 66
internal_value=0 0.000780854 -0.000705632 -0.00159864 0.000904458 0.00096453 0.000889972 0.000824304 -0.000766175 0.000921965 0.00100434
internal_weight=0 2320 178 121 2142 2086 2007 1955 113 1842 1775
internal_count=2389 2320 178 121 2142 2086 2007 1955 113 1842 1775
is_linear=0
shrinkage=0.0156328


Tree=2213
num_leaves=22
num_cat=0
split_feature=2 39 4 16 3 12 13 2 3 12 0 475 0 157 3 13 475 11 3 13 43
split_gain=1.50305 1.6542 1.31486 1.58892 1.71014 0.966848 2.88003 3.74092 1.92415 1.43484 0.821798 0.873907 0.922475 0.822966 0.917744 0.590242 0.562486 0.532777 1.1647 0.501577 0.982148
threshold=0.10124000000000001 0.096325000000000008 0.024315000000000003 -0.45516499999999999 -0.072739999999999985 0.082295000000000021 -0.07692499999999998 -1.0000000180025095e-35 0.081640000000000004 0.083885000000000015 -0.10264999999999998 -0.080559999999999979 -0.049744999999999991 -0.061169999999999995 -0.090989999999999988 -0.029529999999999997 -0.085754999999999984 0.082245000000000013 -0.081814999999999985 -0.089189999999999978 -0.0084099999999999991
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 17 15 -5 6 -1 -8 -9 -7 -11 16 13 -13 -15 -4 -12 18 -2 -20 -21
right_child=1 -3 3 4 -6 9 7 8 -10 10 11 12 -14 14 -16 -17 -18 -19 19 20 -22
leaf_value=0.003497465682958281 -0.0012770024584718175 -0.0019871197634310387 0.001873745982179048 0.00021914954995439057 -0.0026032935402920498 -0.0011510281719428049 -0.0019893002262191899 0.0034723441713298284 0.00047489862626511439 0.0019477044463741455 0.00047784388126672126 -0.00088571411469781354 -0.0012579792151069654 0.0015978609436888825 0.00046487047557252443 -0.00019569600993679163 0.002302899187892947 0.0020906808394230087 -9.9794011107879346e-05 0.00041891099584870524 0.0027458102060949319
leaf_weight=92 52 75 53 75 92 87 74 72 97 93 52 71 57 167 792 53 88 54 52 76 65
leaf_count=92 52 75 53 75 92 87 74 72 97 93 52 71 57 167 792 53 88 54 52 76 65
internal_value=0 -4.85281e-05 0.000205399 -0.000490776 -0.00133484 0.000734792 0.00140532 0.000612616 0.00175279 0.000575038 0.000688913 0.000593383 0.000460241 0.00055547 0.000662324 0.000837627 0.00162608 0.000841533 0.000565605 0.00106283 0.00149265
internal_weight=0 647 572 273 167 1742 335 243 169 1407 1320 1227 1087 1030 959 106 140 299 245 193 141
internal_count=2389 647 572 273 167 1742 335 243 169 1407 1320 1227 1087 1030 959 106 140 299 245 193 141
is_linear=0
shrinkage=0.0138815


Tree=2214
num_leaves=13
num_cat=0
split_feature=15 132 403 15 41 11 0 15 1 1 15 402
split_gain=1.14347 1.11606 2.53973 1.9549 1.43663 1.84908 2.28824 1.25914 1.33964 2.01126 1.23765 1.09978
threshold=0.14344000000000004 0.10071500000000001 -0.0023749999999999999 -0.24269999999999997 0.079395000000000007 1.0000000180025095e-35 0.12113000000000002 0.11754500000000001 0.10141500000000002 0.10658000000000002 -0.4680149999999999 0.11174500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 7 -7 8 11 -10 -1 -5
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 -13
leaf_value=0.00032532081042732685 -0.0016125197124583683 -0.0002225235851420141 0.0039123858873964662 0.00070728197792512156 -0.0012957206150419501 0.0044042011726924063 0.00027611493300793832 0.0025841200124424517 -0.0029683564055499193 0.00011954110993355904 -0.0021006907579270368 -0.00089737620380670542
leaf_weight=75 53 60 59 1430 82 56 52 57 52 226 96 91
leaf_count=75 53 60 59 1430 82 56 52 57 52 226 96 91
internal_value=0 0.000490075 0.00182629 0.000418284 0.000539885 0.000616601 0.002418 0.000511696 0.000445949 -0.000457508 -0.00103577 0.000611177
internal_weight=0 2336 119 2217 2046 1964 108 1856 1799 278 171 1521
internal_count=2389 2336 119 2217 2046 1964 108 1856 1799 278 171 1521
is_linear=0
shrinkage=0.0141591


Tree=2215
num_leaves=13
num_cat=0
split_feature=159 148 150 16 402 3 402 40 402 484 133 13
split_gain=1.71056 1.44431 1.25552 1.14718 1.03767 2.0833 2.12301 1.46037 1.391 1.31457 0.654308 0.214318
threshold=0.10314500000000001 -0.079549999999999996 0.11819500000000001 0.052915000000000011 0.088375000000000023 0.30112000000000005 0.039875000000000008 -0.082294999999999993 0.11462500000000002 0.085515000000000022 0.082925000000000013 -0.076584999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 5 6 7 -3 11 -9 -2 -6
right_child=3 2 -4 -5 8 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.0013634879572124218 -3.5054729834292441e-05 0.0014896492941408501 0.0016341100506665008 0.0020202730584162527 0.0019593704810699853 -0.0018918558242801517 -0.001777996118886693 0.00020183489156761411 -0.00016473373148362931 -0.00077263734635070794 0.0013544861455063923 0.0011026186561041598
leaf_weight=65 88 82 58 80 56 55 59 1436 89 157 57 66
leaf_count=65 88 82 58 80 56 55 59 1436 89 157 57 66
internal_value=0 0.0001204 0.000167319 0.00104775 0.000124728 4.55631e-05 0.000107077 0.000173542 0.000795433 0.000105727 0.000510434 0.00149677
internal_weight=0 2123 2058 225 2000 1789 1734 1675 211 1593 145 122
internal_count=2348 2123 2058 225 2000 1789 1734 1675 211 1593 145 122
is_linear=0
shrinkage=0.0101119


Tree=2216
num_leaves=18
num_cat=0
split_feature=4 3 123 15 52 481 1 47 3 1 0 4 1 42 159 3 4
split_gain=85.7039 18.5538 10.367 8.63 4.61489 5.30422 5.08985 11.8093 4.85864 4.37812 3.39087 2.80012 2.58501 2.16811 1.71436 1.11541 0.862925
threshold=0.30163500000000004 0.20828500000000003 1.0000000180025095e-35 -0.42759999999999992 -0.53937999999999986 -0.0085049999999999987 0.10141500000000002 0.085770000000000027 0.091170000000000015 0.12007000000000002 -0.14822499999999997 0.59999500000000017 0.10296000000000001 0.086635000000000004 -0.021869999999999997 -0.082064999999999985 -0.051459999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 16 13 8 -8 10 -5 -7 -2 -4 15 -15 -6 -1
right_child=3 -3 12 9 5 6 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0034284321709357178 0.0019640684864908995 0.0012758768256169388 0.0024055700837626124 0.0011517803138081193 0.0036769851270636819 0.0033733108111262725 0.0015153139704991735 0.0030147122455176393 0.0021026851651233412 0.00017991597556696215 0.0027697716558184107 0.0011939851481100269 0.00161319478412571 0.0026280695889400896 0.0032313263418448216 0.0031419223025082295 0.0030230480924820528
leaf_weight=80 66 56 52 58 52 64 70 67 69 63 1297 58 56 67 58 52 63
leaf_count=80 66 56 52 58 52 64 70 67 69 63 1297 58 56 67 58 52 63
internal_value=0 0.00272538 0.00276502 0.00113102 0.0028079 0.00277268 0.00271955 0.0022488 0.00276463 0.000645993 0.00279817 0.00160409 0.00199496 0.00313608 0.0029082 0.00340972 0.00325003
internal_weight=0 2103 2047 245 1939 1796 1567 137 1430 121 1361 124 108 229 125 104 143
internal_count=2348 2103 2047 245 1939 1796 1567 137 1430 121 1361 124 108 229 125 104 143
is_linear=0
shrinkage=0.00255085


Tree=2217
num_leaves=28
num_cat=0
split_feature=1 3 3 1 52 3 52 0 43 133 3 3 52 1446 3 457 133 43 0 15 133 42 52 132 42 42 15
split_gain=62.8411 10.0625 7.58101 4.47168 4.07661 3.71847 3.15608 2.71753 2.29105 1.969 1.42801 2.02833 1.37165 1.28395 1.37819 1.85433 1.28866 1.39489 1.24743 1.0868 1.05516 1.02855 1.02438 1.02472 1.00102 0.796724 0.757301
threshold=0.10932500000000002 -0.055839999999999994 -0.065974999999999992 0.093575000000000019 -0.081594999999999987 0.31534000000000006 -0.063789999999999986 -0.074434999999999987 -0.049364999999999992 -0.0044049999999999992 -0.14162499999999997 -0.086524999999999977 0.10303500000000002 0.037915000000000011 -0.08095999999999999 0.062030000000000009 0.092470000000000011 0.015110000000000002 -0.064539999999999986 -1.0000000180025095e-35 -0.066879999999999981 -0.0015249999999999999 -0.14715499999999998 -0.014134999999999998 0.088345000000000021 0.11387000000000001 -0.091149999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 12 -5 8 -2 13 18 -9 -11 -12 19 14 15 22 17 20 -3 21 -16 -4 -1 -24 -15 -13 -10
right_child=1 5 3 4 -6 -7 -8 9 26 10 11 25 -14 24 16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0028927526071675243 0.0023781264406862765 0.00062733324073556646 0.0025104591780846647 0.0022481061144462447 0.0013428542347609924 0.0004819226178705134 0.0015263085955052737 0.0018138255798757171 0.001226144319571229 0.0026315142112314422 0.0018020013656276875 0.0025625308479265631 0.0019331095459167238 0.0029388945386715748 0.0028728431605897541 0.0021390592878133374 0.0020112605423154529 0.002083229835073518 0.0011908959263204073 0.0026096429334467857 0.0024357633622729604 0.0020353247861808633 0.0028277625857400976 0.0025299058797200488 0.0024839002462116403 0.0021600521199141528 0.0016736711922788604
leaf_weight=81 53 54 53 57 83 70 67 52 52 94 53 85 60 94 52 61 57 56 53 86 143 77 95 499 52 57 52
leaf_count=81 53 54 53 57 83 70 67 52 52 94 53 85 60 94 52 61 57 56 53 86 143 77 95 499 52 57 52
internal_value=0 0.00127179 0.00240306 0.00209117 0.00171162 0.00100224 0.00190276 0.00248778 0.00117473 0.00228222 0.0023664 0.00223846 0.0022836 0.00254666 0.00251442 0.002576 0.00236717 0.00244788 0.000906741 0.00238083 0.00255246 0.00222925 0.00261545 0.00257759 0.00277703 0.00240117 0.00145017
internal_weight=0 401 1947 416 140 281 120 1531 211 341 289 195 276 1190 1044 736 308 251 107 216 195 130 675 594 146 142 104
internal_count=2348 401 1947 416 140 281 120 1531 211 341 289 195 276 1190 1044 736 308 251 107 216 195 130 675 594 146 142 104
is_linear=0
shrinkage=0.00260187


Tree=2218
num_leaves=25
num_cat=0
split_feature=4 12 150 12 15 16 4 4 52 4 12 11 151 11 15 42 4 42 1446 157 12 159 15 15
split_gain=74.917 28.4946 9.41774 6.10082 5.94307 5.00466 8.748 4.11769 3.25603 3.20664 2.78916 3.06569 1.68098 2.6318 1.48704 1.23528 2.43763 1.32444 0.998364 1.01739 0.801783 0.560478 0.291372 0.10397
threshold=0.30163500000000004 0.078515000000000015 1.0000000180025095e-35 0.11769500000000001 -0.42759999999999992 0.15454000000000004 -0.0057949999999999989 0.59999500000000017 -0.084674999999999986 0.41939500000000002 0.091475000000000015 0.080455000000000013 -0.086439999999999989 0.075910000000000019 -0.0015749999999999998 -1.0000000180025095e-35 -0.011964999999999998 0.090570000000000025 0.037915000000000011 -0.07928499999999998 0.094185000000000005 -0.025079999999999995 0.088520000000000015 -0.10602999999999999
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 2 5 10 7 6 14 -2 -4 -6 12 15 -3 18 -1 16 22 -17 19 -14 -19 -20 -12 -8
right_child=4 3 8 -5 9 -7 23 -9 -10 -11 11 -13 13 -15 -16 17 -18 20 21 -21 -22 -23 -24 -25
leaf_value=0.0015997963393576729 0.001695889197856601 0.0023342731931342725 0.0016772917775024457 0.0018593001285008202 0.00078058976422940365 0.0026260946836629841 0.0024910690497479803 0.0006863194275572045 0.00080105876753124082 -0.00012048909666130714 0.0029470682774672399 0.0030409965335834728 0.0029597398084566682 0.0033111122536628613 0.00095825642173735738 0.001894009539757479 0.0021526743760859634 0.0021686168254367419 0.0031079332643740064 0.0026232143580934438 0.0024777163482499038 0.0027379063906315371 0.0026800832822056232 0.0023041495688274597
leaf_weight=57 66 84 56 86 65 84 52 58 77 56 54 65 79 59 54 52 71 98 67 605 197 63 88 55
leaf_count=57 66 84 56 86 65 84 52 58 77 56 54 65 79 59 54 52 71 98 67 605 197 63 88 55
internal_value=0 0.00241252 0.00178294 0.00257669 0.000799003 0.00205268 0.00183159 0.00122391 0.00117022 0.000363318 0.00261567 0.00247167 0.00270968 0.00274577 0.00128796 0.00240553 0.00257224 0.00230312 0.00270476 0.00266213 0.00237513 0.00292884 0.00278182 0.00239526
internal_weight=0 2103 435 1668 245 302 218 124 133 121 1582 625 957 873 111 560 213 347 814 684 295 130 142 107
internal_count=2348 2103 435 1668 245 302 218 124 133 121 1582 625 957 873 111 560 213 347 814 684 295 130 142 107
is_linear=0
shrinkage=0.00276112


Tree=2219
num_leaves=17
num_cat=0
split_feature=2 15 13 12 13 39 447 2 0 0 0 0 12 0 12 2
split_gain=31.7637 15.653 10.8022 8.1906 5.09305 5.9806 3.47947 3.42855 2.98402 2.89892 2.43623 2.35311 2.87227 0.648769 0.605801 0.269112
threshold=0.11500500000000001 -0.37478999999999996 -0.10899499999999999 -0.081914999999999988 0.059130000000000009 0.081875000000000017 0.084700000000000011 0.09857500000000001 -0.14989499999999997 -0.093039999999999984 -0.07964499999999998 -0.11169999999999998 0.09141500000000001 -0.063519999999999979 0.097145000000000023 0.10656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 9 5 13 7 8 -5 -3 -9 -10 -13 -4 15 -12
right_child=2 3 4 6 -6 -7 -8 10 11 -11 14 12 -14 -15 -16 -17
leaf_value=0.00071235859157434155 0.0003135764761937024 0.0016176117018991947 0.0016126212813268592 0.0024330789932811778 0.00068220069638169579 0.00084363328638839238 0.0013443011808051768 0.0014055878385978184 0.0014951340591892492 0.00083945772679574397 0.0018810462858297951 0.0020782688700799589 0.0018300293174602126 0.0019518177747763822 0.0017081696527535576 0.0021296924298872407
leaf_weight=69 88 65 72 94 60 59 57 100 58 52 60 912 408 67 75 52
leaf_count=69 88 65 72 94 60 59 57 100 58 52 60 912 408 67 75 52
internal_value=0 0.00186044 0.00105574 0.00190141 0.00130878 0.00149852 0.00194195 0.0019613 0.0020092 0.00127199 0.00171553 0.00198026 0.00200156 0.00177631 0.00188113 0.00199672
internal_weight=0 2002 346 1933 258 198 1816 1759 1472 117 287 1378 1320 139 187 112
internal_count=2348 2002 346 1933 258 198 1816 1759 1472 117 287 1378 1320 139 187 112
is_linear=0
shrinkage=0.0024518


Tree=2220
num_leaves=23
num_cat=0
split_feature=4 2 3 43 40 3 2 3 16 4 3 3 2 16 43 49 42 3 3 3 3 474
split_gain=56.7745 19.8926 10.2066 6.39856 4.27071 3.89333 3.46484 2.82554 5.44312 2.7194 2.46236 3.08361 1.80786 1.74978 1.68256 1.59829 1.46429 1.41974 1.35034 0.887168 0.51604 0.499414
threshold=0.27161500000000005 0.14234000000000005 -0.076554999999999998 -0.079504999999999978 -0.075219999999999981 0.11191000000000002 0.092300000000000007 0.12566000000000002 -0.42372999999999994 -0.0073899999999999999 -0.14162499999999997 -0.11197999999999998 0.10136500000000002 -0.066924999999999985 -0.08725999999999999 -0.081334999999999977 0.077855000000000021 -0.081129999999999994 -0.0062049999999999996 -0.080604999999999996 -0.068254999999999982 1.0000000180025095e-35
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 2 10 14 -2 6 18 8 -6 12 16 -12 -8 -11 -4 -13 -1 21 20 -19 -5 -17
right_child=4 -3 3 5 7 -7 9 -9 -10 13 11 15 -14 -15 -16 17 -18 19 -20 -21 -22 -23
leaf_value=0.0029496680427079981 0.00068591585742751033 0.0012386651544757127 0.0022363468856815829 0.0028315191563022635 0.0021226705760666181 0.0019629409214632458 0.0023738849731951561 0.0010551891289379697 0.0010777818848423139 0.0024171237996220389 0.0021524527387251123 0.0023440259517538706 0.0030613570374786077 0.0017449014888373997 0.0015981922349009023 0.002859948523438129 0.0035085007608694689 0.0023428600719697184 0.003100272361118212 0.0027391476048659264 0.0024782967297431431 0.0030432327675358477
leaf_weight=99 58 72 52 74 94 74 61 69 60 61 55 52 53 54 74 676 54 52 103 229 55 137
leaf_count=99 58 72 52 74 94 74 61 69 60 61 55 52 53 54 74 676 54 52 103 229 55 137
internal_value=0 0.00263752 0.00268749 0.00241145 0.0013412 0.00254085 0.00263355 0.0015115 0.00171576 0.00239657 0.00282223 0.00278082 0.00269375 0.00210172 0.00186179 0.00281095 0.00314709 0.00283312 0.00286735 0.00266592 0.00268114 0.00289087
internal_weight=0 2087 2015 661 281 535 461 223 154 229 1354 1201 114 115 126 1146 153 1094 232 281 129 813
internal_count=2368 2087 2015 661 281 535 461 223 154 229 1354 1201 114 115 126 1146 153 1094 232 281 129 813
is_linear=0
shrinkage=0.00270699


Tree=2221
num_leaves=20
num_cat=0
split_feature=1 3 43 13 13 1 124 0 0 1 42 13 133 16 16 42 1 1 42
split_gain=55.4967 12.4023 4.11616 6.01375 4.11246 3.99061 2.99065 1.78614 4.83172 4.69416 1.64167 1.68234 2.9989 2.69979 1.24558 1.09174 1.30262 0.950331 0.771678
threshold=0.10538500000000002 -0.055839999999999994 -0.049914999999999994 -0.33260499999999998 -0.011494999999999998 0.12048000000000002 -0.043384999999999993 -0.14216999999999999 -0.10566999999999999 0.084795000000000023 0.11361000000000002 0.019675000000000002 -0.0039349999999999993 0.15454000000000004 -0.067914999999999989 0.088060000000000013 0.088735000000000022 0.111945 0.090625000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 17 -1 9 -9 -8 11 15 -13 -14 -12 16 -10 -2 -17
right_child=1 2 3 -5 -6 -7 7 8 10 -11 14 12 13 -15 -16 18 -18 -19 -20
leaf_value=0.0014809081176948352 0.002123974410426068 0.00067900902611279579 0.00037650117285895285 0.0013483790942326759 -0.00031761319265783804 0.00093359003576959755 0.0028393904271829698 0.0012961618588228111 0.0021099928642765555 0.0018655907752451214 0.0019457064268760449 0.0012561594853112701 0.0017776798642515461 0.0025222843351808072 0.0013996780165184673 0.0017934386284721624 0.0024559777042876727 0.0016166512962015362 0.002058935661435468
leaf_weight=83 53 74 92 103 55 53 69 73 727 84 82 53 121 54 53 128 95 62 254
leaf_count=83 53 74 92 103 55 53 69 73 727 84 82 53 121 54 53 128 95 62 254
internal_value=0 0.000952643 0.000636817 0.000890003 0.000253864 0.00156156 0.00199464 0.0020184 0.00199165 0.00230495 0.00202403 0.00205158 0.00183306 0.00200761 0.00173156 0.00209294 0.00215001 0.00185072 0.00197005
internal_weight=0 492 324 195 129 168 1876 1793 1640 153 1567 1432 228 175 135 1204 822 115 382
internal_count=2368 492 324 195 129 168 1876 1793 1640 153 1567 1432 228 175 135 1204 822 115 382
is_linear=0
shrinkage=0.00276112


Tree=2222
num_leaves=10
num_cat=0
split_feature=3 3 16 151 3 148 15 11 151
split_gain=1.41357 1.15993 1.8623 1.69852 2.01782 1.99985 1.76885 1.8763 1.35779
threshold=-0.23303499999999996 0.12745000000000004 -0.061784999999999993 -0.22321999999999997 0.10632000000000001 -0.043434999999999994 -0.41971499999999995 0.079915000000000014 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 8 -8
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=0.0028508394020839854 0.0031680082175173075 0.0012673933245840186 0.0041907264141251201 -0.0010009686968085907 -0.0013570702651249872 -0.00047725951657264664 0.0031096677998248192 0.0034415706718541783 0.0011686338448638784
leaf_weight=88 64 99 53 66 52 92 59 63 1732
leaf_count=88 64 99 53 66 52 92 59 63 1732
internal_value=0 0.00122563 0.0022876 0.00114971 0.00108706 0.00115029 0.00122332 0.00130778 0.00123265
internal_weight=0 2280 152 2128 2064 2012 1946 1854 1791
internal_count=2368 2280 152 2128 2064 2012 1946 1854 1791
is_linear=0
shrinkage=0.0125729


Tree=2223
num_leaves=13
num_cat=0
split_feature=14 10 9 52 9 3 0 11 16 43 3 158
split_gain=1.52578 1.9565 1.33124 1.29776 1.05302 1.54602 1.39383 2.08773 3.65458 0.973545 0.941948 0.711304
threshold=-0.10708499999999999 -0.094984999999999986 -1.0000000180025095e-35 -0.053514999999999993 1.0000000180025095e-35 0.12745000000000004 -0.10075499999999998 0.077290000000000011 -0.34140499999999996 -0.082739999999999994 -0.083829999999999988 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 8 -4 10 -8 -11
right_child=1 2 4 -5 -6 -7 9 -9 -10 11 -12 -13
leaf_value=0.0011411842023391014 -0.0013358378115364312 -0.00087232314549553949 0.001494212674749171 0.0038866146204671811 0.0027709544322701072 0.0025226721251506087 0.0012669071610625722 0.002495177617169084 -0.0012718449798150495 0.0008313281031418876 0.0025375920232227284 0.0018691548022927865
leaf_weight=53 54 54 123 52 55 102 343 54 177 1070 120 111
leaf_count=53 54 54 123 52 55 102 343 54 177 1070 120 111
internal_value=0 0.000981206 0.00103791 0.00250208 0.00108583 0.00104164 0.000965963 0.000263873 -0.000137323 0.00111706 0.00159653 0.000928983
internal_weight=0 2263 2209 105 2155 2100 1998 354 300 1644 463 1181
internal_count=2368 2263 2209 105 2155 2100 1998 354 300 1644 463 1181
is_linear=0
shrinkage=0.0123264


Tree=2224
num_leaves=27
num_cat=0
split_feature=1 52 12 52 52 1 12 11 15 4 2 3 0 4 2 49 12 15 42 4 1 4 0 483 0 12
split_gain=64.1529 11.787 7.17206 4.53158 5.51203 4.30995 4.2913 5.80687 3.67483 2.38678 2.48473 2.36564 2.29448 3.78998 1.92823 1.80348 1.67622 1.56907 0.98802 0.974971 0.961908 0.703874 1.15549 0.630488 0.814436 0.506357
threshold=0.10538500000000002 -0.24526499999999998 0.077755000000000005 -0.08929999999999999 -0.046924999999999988 0.13702500000000004 0.092495000000000008 1.0000000180025095e-35 -0.083359999999999976 -0.00045499999999999995 0.113165 -0.029309999999999996 -0.14076499999999997 0.45363500000000007 0.092235000000000025 -0.078459999999999988 0.094085000000000016 0.094620000000000024 0.11623000000000001 0.50609000000000004 0.080270000000000022 -0.025139999999999999 -0.082284999999999983 0.087440000000000004 -0.083554999999999977 0.099815000000000015
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 3 -1 -5 8 7 15 12 16 -11 -10 -3 -14 -6 -4 -8 25 -19 -7 23 22 -22 24 -17 -18
right_child=1 5 6 4 14 19 9 -9 11 10 -12 -13 13 -15 -16 20 17 18 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0027926551383680069 0.0027188047348222721 0.00074750638159409247 0.0022629531509743162 0.001232640321110996 0.0026739271748651141 0.00055213453791218899 0.0022438118776544245 0.0037326294036564406 0.0023129059934402364 0.0019504563057126086 0.0027198029680214602 0.0015147087806849562 0.0019899270232771006 0.00096183581861855594 0.0020052091958083522 0.0029785318559549605 0.0030785628673352145 0.0026912806243304943 0.0021813222676779699 0.0010843799704381614 0.0021765670739822408 0.0028814354453984567 0.0027570948071468752 0.0026068339102170305 0.0027583273263650848 0.0027638501051079336
leaf_weight=89 57 61 53 58 66 58 73 60 56 103 56 75 58 66 86 418 90 92 52 61 54 65 67 72 229 93
leaf_count=89 57 61 53 58 66 58 73 60 56 103 56 75 58 66 86 418 90 92 52 61 54 65 67 72 229 93
internal_value=0 0.00146541 0.00265431 0.00223766 0.0020023 0.0013011 0.00273329 0.0028468 0.00148021 0.00252652 0.00222162 0.00185616 0.00121382 0.00144297 0.00229578 0.00279129 0.00264765 0.0027377 0.00250735 0.000825229 0.00282219 0.00263234 0.00249827 0.00287126 0.00290064 0.0029188
internal_weight=0 492 1876 299 210 435 1577 1018 316 559 159 131 185 124 152 958 400 327 144 119 905 186 121 719 647 183
internal_count=2368 492 1876 299 210 435 1577 1018 316 559 159 131 185 124 152 958 400 327 144 119 905 186 121 719 647 183
is_linear=0
shrinkage=0.00293013


Tree=2225
num_leaves=17
num_cat=0
split_feature=1 52 3 39 1 14 2 3 3 3 2 1 480 42 0 43
split_gain=99.4008 25.0898 12.6937 9.89732 8.38199 7.65232 7.37617 6.92874 5.13456 5.35436 3.13608 2.56459 1.85025 1.50753 1.77918 1.67527
threshold=0.104035 -0.41304999999999997 -0.06340999999999998 0.081875000000000017 0.14787500000000001 0.062655000000000016 0.10575500000000002 0.091170000000000015 0.077930000000000013 0.30112000000000005 0.11626500000000002 0.12337000000000002 0.096680000000000016 0.090040000000000023 -0.10075499999999998 -0.040789999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 5 8 7 -3 10 11 -10 12 -4 13 14 -1 -15
right_child=1 2 4 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 15 -16 -17
leaf_value=0.0030677461534916938 0.0036492611102146924 0.0030625673227066929 0.0014912843248325858 0.0023977907386822646 0.00040953392402234162 0.0042420265692728887 0.0016547022049828552 0.0024869354412411361 0.0024834045501089192 0.0013646912611889825 0.0027931729375742448 0.00071366566685959038 0.0028279308568024924 0.0029746266425173321 0.0034540553568630224 0.0033785717199384226
leaf_weight=106 56 67 93 99 59 68 53 84 74 63 86 53 53 148 1011 187
leaf_count=106 56 67 93 99 59 68 53 84 74 63 86 53 53 148 1011 187
internal_value=0 0.0018685 0.00165259 0.00326512 0.00137586 0.00331436 0.00244101 0.00327668 0.00157721 0.00196918 0.00331836 0.0012092 0.00334835 0.00336733 0.00341742 0.0032002
internal_weight=0 518 462 1842 342 1743 120 1675 283 137 1591 146 1505 1452 1117 335
internal_count=2360 518 462 1842 342 1743 120 1675 283 137 1591 146 1505 1452 1117 335
is_linear=0
shrinkage=0.00281635


Tree=2226
num_leaves=24
num_cat=0
split_feature=4 39 1 52 1 52 11 4 1 43 133 1 52 4 1 42 43 4 132 133 39 42 49
split_gain=160.152 47.7514 18.122 10.987 9.58031 5.06061 4.91092 5.05851 4.85347 3.15777 3.17872 2.78992 2.74678 2.63906 1.91986 1.66662 2.14848 1.64135 1.28424 1.1106 1.06278 0.358634 0.273368
threshold=0.30163500000000004 0.081875000000000017 0.104035 -0.41304999999999997 0.10947000000000001 -0.021164999999999996 1.0000000180025095e-35 0.014585000000000002 0.12180500000000001 -0.00045499999999999995 -0.088669999999999985 1.0000000180025095e-35 0.0029250000000000005 0.42953500000000006 0.092655000000000015 0.090040000000000023 -0.040789999999999993 -0.15805499999999997 0.086775000000000005 0.087005000000000013 0.087690000000000004 -0.052924999999999993 0.087520000000000014
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=1 2 6 -4 14 -5 7 9 13 15 21 -12 22 -2 -3 18 -17 -8 -1 -14 -10 -11 -9
right_child=8 4 3 5 -6 -7 17 12 20 10 11 -13 19 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.003411874629309588 0.00072823597610208526 0.0024458454820736088 0.0033912024401343572 0.0014585367964759254 0.00072108578860526822 0.0024472471276491348 0.0034218688524576624 0.002381290624368581 0.00013280121298873818 0.0035145185693423679 0.0024624033054989045 0.0030694878076713882 0.003399773896463662 0.0015441542997196378 0.0017426764588786984 0.002936705293588672 0.003510878428123497 0.0040924694753307145 0.0030519142248261731 0.0028421015223100191 0.00061694320934996727 0.0032282930303575066 0.0026454493927523478
leaf_weight=694 62 55 56 71 57 82 53 57 72 54 94 138 53 55 60 161 69 56 83 54 62 95 67
leaf_count=694 62 55 56 71 57 82 53 57 72 54 94 138 53 55 60 161 69 56 83 54 62 95 67
internal_value=0 0.00299658 0.00311797 0.00236457 0.00162931 0.00198862 0.00320908 0.00317152 0.000709076 0.00323339 0.00302261 0.00282364 0.00279968 0.00111203 0.00207923 0.00331311 0.00310908 0.00376666 0.00337346 0.0031186 0.000357023 0.00333222 0.00252425
internal_weight=0 2109 1937 209 172 153 1728 1619 251 1388 381 232 231 117 115 1007 230 109 777 107 134 149 124
internal_count=2360 2109 1937 209 172 153 1728 1619 251 1388 381 232 231 117 115 1007 230 109 777 107 134 149 124
is_linear=0
shrinkage=0.00270699


Tree=2227
num_leaves=28
num_cat=0
split_feature=12 12 13 12 10 13 13 39 16 0 151 13 12 16 42 160 0 42 16 475 160 12 16 1210 0 42 0
split_gain=65.2363 17.7433 16.8982 9.38249 6.26794 4.57267 3.72267 3.55308 2.5787 3.26583 3.4543 2.25636 2.04665 1.43865 1.39562 1.45767 1.6222 1.14865 1.40472 1.58287 1.93154 1.04975 1.03978 0.896256 0.481316 0.437128 0.271582
threshold=0.077755000000000005 0.093270000000000006 -0.061199999999999991 0.13969000000000004 -1.0000000180025095e-35 0.046185000000000004 -0.091769999999999977 0.084600000000000022 0.12292000000000002 -0.14803999999999998 -1.0000000180025095e-35 -0.117405 -0.040564999999999997 -0.073494999999999991 -0.080249999999999988 -0.060309999999999996 -0.049464999999999988 0.098175000000000012 0.11346000000000002 -0.0034549999999999993 -0.081969999999999987 0.090005000000000016 -0.082219999999999988 -0.0081349999999999981 -0.07385499999999999 0.090040000000000023 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 7 6 -4 8 -3 12 9 10 -6 -2 -1 22 -15 -16 -17 18 19 20 -13 23 26 -21 -20 -23 -8
right_child=1 3 4 -5 5 -7 13 -9 -10 -11 -12 17 -14 14 15 16 -18 -19 24 21 -22 25 -24 -25 -26 -27 -28
leaf_value=0.00059580467554695314 0.003881212562635608 0.0020687734453639448 0.0014033177979615541 0.0015312846116781091 0.0023059906710361823 0.0017898323421967482 0.0027765102178884068 0.0017293272647767161 0.003130153758202523 0.0021056554068563647 0.0032921024784165753 0.003287343608480508 0.0013704318243706528 0.0031968091830995712 0.0023287568586670849 0.0026517223953554038 0.0032039443203874711 0.0036857868367271879 0.0027333060137628173 0.003555796573711138 0.003965671759844574 0.0031284191825792658 0.0034003374827717859 0.0032351087530113239 0.0031291827179449876 0.0027965550939146626 0.0030732351438002752
leaf_weight=56 52 53 52 53 58 66 56 101 66 103 60 89 57 53 72 164 61 52 54 86 58 95 59 524 52 54 54
leaf_count=56 52 53 52 53 58 66 56 101 66 103 60 89 57 53 72 164 61 52 54 86 58 95 59 524 52 54 54
internal_value=0 0.00307664 0.00199069 0.00268885 0.00233581 0.00247308 0.00279605 0.0013374 0.0026301 0.00248062 0.00280766 0.00329379 0.000986817 0.00287027 0.00276433 0.00268705 0.00280157 0.00326505 0.0032434 0.00328029 0.00355519 0.00322701 0.00308947 0.00328037 0.0029278 0.00300835 0.00292245
internal_weight=0 1741 619 625 405 353 572 214 287 221 118 1116 113 519 350 297 225 1064 1012 906 147 759 169 610 106 149 110
internal_count=2360 1741 619 625 405 353 572 214 287 221 118 1116 113 519 350 297 225 1064 1012 906 147 759 169 610 106 149 110
is_linear=0
shrinkage=0.00287267


Tree=2228
num_leaves=25
num_cat=0
split_feature=1 52 2 12 39 3 12 11 2 1 3 1 12 2 0 133 3 2 50 50 2 1 3 1447
split_gain=113.879 24.4426 15.0829 13.9834 10.3657 6.78266 7.08323 7.01493 4.62407 4.04561 3.54991 3.47315 2.48824 2.46763 1.0751 1.05122 2.90355 1.32652 0.877102 1.55201 1.18809 1.72171 1.20104 0.805962
threshold=0.104035 -0.41304999999999997 0.11461500000000001 0.088745000000000004 0.081875000000000017 0.091170000000000015 0.090175000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 0.14262000000000002 0.12991000000000003 0.11846000000000002 0.11769500000000001 0.088820000000000024 -0.097829999999999986 0.082925000000000013 -0.080604999999999996 0.091465000000000005 0.089465000000000017 0.10786000000000001 0.087505000000000013 0.092550000000000007 -0.10237999999999998 -0.080289999999999986
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=4 -2 3 8 5 6 7 13 -3 10 11 -4 18 14 -1 16 -15 -17 20 -20 21 -8 -22 -16
right_child=1 2 9 -5 -6 -7 12 -9 -10 -11 -12 -13 -14 15 23 17 -18 -19 19 -21 22 -23 -24 -25
leaf_value=0.0033376023138830362 0.0029854206820446303 0.0007117714487522742 0.0010640569509830305 0.0024931799659459117 0.0019228320301513013 0.0020883717057333219 0.0020551735236799822 0.0037905858798545355 0.0015899547565290833 4.9026308413599965e-05 0.0013954997954840175 0.0001258317806953378 0.0020962360902151999 0.0020409631797030235 0.0027287225358056505 0.0025321357636171765 0.0029053785056456101 0.003096509976632543 0.0031778523380790137 0.002629589038133442 0.0030052538083085046 0.0027131224836476624 0.0026170144496657369 0.0029963733763927352
leaf_weight=56 56 78 53 81 99 89 56 66 85 54 57 54 56 52 92 52 54 64 59 89 67 53 305 533
leaf_count=56 56 78 53 81 99 89 56 66 85 54 57 54 56 52 92 52 54 64 59 89 67 53 305 533
internal_value=0 0.00136172 0.00116485 0.00160929 0.00274271 0.00278926 0.00282696 0.00297034 0.00116989 0.000667267 0.000870665 0.00059082 0.0026241 0.00291035 0.00298836 0.00267095 0.00248159 0.00284375 0.00267105 0.00284834 0.00261644 0.00237535 0.00268701 0.00295702
internal_weight=0 518 462 244 1842 1743 1654 969 163 218 164 107 685 903 681 222 106 116 629 148 481 109 372 625
internal_count=2360 518 462 244 1842 1743 1654 969 163 218 164 107 685 903 681 222 106 116 629 148 481 109 372 625
is_linear=0
shrinkage=0.00260187


Tree=2229
num_leaves=19
num_cat=0
split_feature=1 3 39 1 4 3 4 2 4 1 14 0 50 0 0 4 133 13
split_gain=130.34 22.9641 13.7683 12.3109 11.7962 9.17178 5.786 5.71493 5.4237 4.3457 3.42987 2.5194 3.56205 1.82788 1.39383 1.26376 1.25861 0.869747
threshold=0.104035 -0.06340999999999998 0.081875000000000017 0.14787500000000001 0.36766000000000004 0.091170000000000015 -0.028814999999999997 0.11626500000000002 0.043850000000000007 0.11414000000000001 0.076175000000000007 -0.079249999999999987 0.089465000000000017 -0.11169999999999998 -0.074754999999999988 -0.021399999999999995 -0.0081099999999999974 -0.070529999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 15 7 -3 8 10 -8 11 16 -13 -10 -11 -2 -1 -15
right_child=1 3 -4 -5 -6 -7 9 -9 13 14 -12 12 -14 17 -16 -17 -18 -19
leaf_value=0.0037295311529374829 0.0035006166498239592 0.0025042445464192931 0.0024548775638767012 0.00049599261202496435 0.001829592239159155 0.0026348437575756151 0.0020321156456899522 0.0028348860887745892 0.0034534084803894169 0.0011150434750244235 0.0041626436269447033 0.0032276971588505472 0.0037920086569515907 0.0031161936490499142 0.0016358841004185155 0.0029375455690433183 0.003535291942592611 0.0026540263528087582
leaf_weight=357 54 57 99 59 63 89 91 86 55 87 60 301 97 53 55 52 589 56
leaf_count=357 54 57 99 59 63 89 91 86 55 87 60 301 97 53 55 52 589 56
internal_value=0 0.00193272 0.0033812 0.00155879 0.00270476 0.0034338 0.00177493 0.00347678 0.00351197 0.00159639 0.00356336 0.00353659 0.0033653 0.0030718 0.00131697 0.00322465 0.00360862 0.002879
internal_weight=0 518 1842 349 169 1743 290 1654 1568 233 1404 1344 398 164 142 106 946 109
internal_count=2360 518 1842 349 169 1743 290 1654 1568 233 1404 1344 398 164 142 106 946 109
is_linear=0
shrinkage=0.00255085


Tree=2230
num_leaves=24
num_cat=0
split_feature=2 15 43 15 0 0 42 43 15 0 15 49 0 15 0 16 16 15 0 0 16 1212 42
split_gain=4.8043 2.80022 2.35054 1.89343 2.12652 1.68208 2.26102 1.33522 2.18647 1.59709 1.01599 1.39203 1.31643 3.23224 1.20777 6.28642 3.5875 1.4458 1.2272 1.18477 1.03158 0.68307 0.639515
threshold=0.12051500000000002 -0.41880499999999993 0.043850000000000007 1.0000000180025095e-35 -0.099059999999999995 -0.084114999999999981 0.091840000000000019 0.0054600000000000004 0.11469500000000001 -0.072864999999999985 -0.14524999999999996 0.089065000000000019 -0.10566999999999999 -0.043644999999999996 -0.077724999999999975 0.066275000000000014 -0.014034999999999997 -0.0090649999999999984 -0.060199999999999997 -0.14076499999999997 0.052915000000000011 0.091315000000000021 0.090775000000000008
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=1 -1 5 10 -5 -2 -7 8 9 21 11 -3 13 19 17 16 -16 20 -17 -12 -14 -6 -9
right_child=2 3 -4 4 7 6 -8 22 -10 -11 12 -13 14 -15 15 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0001800896303781817 -0.0019830939830518222 0.0045020211462765006 0.0029051014543942729 0.0048610383547611396 0.0031736106288927594 -0.0011899609584715264 0.0021926680069919188 0.0023693988659710067 0.00087149941366934745 0.0049689452874982498 0.0010437756344154432 0.0016178608045488091 0.0025828020270115344 -0.0019111790035917309 0.0011908490436993953 0.0013939732819501628 -0.0034947328114717201 0.0045160055750823559 0.003433704169345699 0.0035076942162210541 0.00067567149658788548 0.0017250142563910499 0.00076751351267287393
leaf_weight=77 67 67 53 87 378 67 74 99 78 83 95 54 359 52 63 77 54 61 167 55 59 69 81
leaf_count=77 67 67 53 87 378 67 74 99 78 83 95 54 359 52 63 77 54 61 167 55 59 69 81
internal_value=0 0.00231585 0.000396516 0.00241022 0.00287949 -0.000242006 0.000584309 0.00266053 0.00295967 0.00326671 0.00205704 0.00321605 0.00192231 0.000953963 0.00215501 0.00157123 -0.00097051 0.00259468 0.0027906 0.00194816 0.00231395 0.00295032 0.00164934
internal_weight=0 2115 261 2038 875 208 141 788 608 530 1163 121 1042 202 840 361 117 479 244 150 418 447 180
internal_count=2376 2115 261 2038 875 208 141 788 608 530 1163 121 1042 202 840 361 117 479 244 150 418 447 180
is_linear=0
shrinkage=0.0133425


Tree=2231
num_leaves=26
num_cat=0
split_feature=1 1 123 16 13 4 0 13 150 15 0 0 16 4 4 1 4 4 133 4 4 15 133 16 4
split_gain=131.996 20.6251 11.3699 11.0868 6.3618 6.22942 6.14332 4.526 4.32893 3.73629 6.98471 3.59609 2.24326 2.22564 1.68067 1.64971 1.20431 2.74728 1.16043 1.1264 2.00949 0.75455 0.615598 0.522946 0.396165
threshold=0.10538500000000002 0.12450500000000002 1.0000000180025095e-35 0.23993500000000004 -0.052454999999999995 -0.078129999999999991 0.12500000000000003 -0.08176499999999999 0.083205000000000015 -0.13309999999999997 -0.10946999999999998 -0.093659999999999979 -0.016354999999999998 0.0053900000000000016 0.50569000000000008 0.092415000000000011 -0.17689999999999997 -0.088499999999999981 0.0024650000000000006 0.052250000000000012 -0.00076499999999999995 -0.066639999999999991 0.085720000000000018 -0.014754999999999999 -0.013929999999999998
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=2 3 5 8 14 6 11 19 12 -9 -11 -1 -2 15 -3 -12 -13 -18 -19 20 22 -15 23 -7 -24
right_child=1 4 -4 -5 -6 7 -8 9 -10 10 13 16 -14 21 -16 -17 17 18 -20 -21 -22 -23 24 -25 -26
leaf_value=0.0037626248786244254 0.0019088224164033301 0.00047061463743396548 0.0017828058662602215 0.0026944743143936731 0.0010906212852896254 0.0029087355831955235 0.0021587981041327579 0.0031646139993509429 0.0008718029448915042 0.0017276333348787906 0.0028048709049713866 0.0033375490336394033 0.0012136084440493684 0.0024854479066576261 -0.00018652774365967087 0.0023451373468118225 0.0024950142538354481 0.0031823250580568676 0.0028770873377686941 0.0026255326267801836 0.003435640276155779 0.0020893389277761637 0.0032206769858657528 0.0025939222583791595 0.0029013968820749041
leaf_weight=57 100 57 79 63 95 106 54 70 74 75 315 90 52 93 57 71 70 271 142 77 62 59 55 65 67
leaf_count=57 100 57 79 63 95 106 54 70 74 75 315 90 52 93 57 71 70 271 142 77 62 59 55 65 67
internal_value=0 0.00122123 0.00278892 0.00168976 0.000573215 0.00283308 0.00303681 0.00270808 0.00140956 0.00257057 0.00250268 0.00311202 0.00167118 0.00261068 0.00014179 0.00272038 0.00304725 0.0029931 0.00307745 0.00292542 0.00299039 0.00233189 0.00289607 0.00278924 0.00304557
internal_weight=0 498 1878 289 209 1799 684 1115 226 683 613 630 152 538 114 386 573 483 413 432 355 152 293 171 122
internal_count=2376 498 1878 289 209 1799 684 1115 226 683 613 630 152 538 114 386 573 483 413 432 355 152 293 171 122
is_linear=0
shrinkage=0.00270699


Tree=2232
num_leaves=36
num_cat=0
split_feature=12 13 12 16 157 133 16 52 40 13 150 12 150 13 12 13 13 13 52 16 16 133 16 50 13 12 133 16 13 12 12 52 50 52 133
split_gain=95.4302 30.1054 17.2069 16.976 8.40747 7.68985 6.0941 7.17856 5.09252 4.8377 3.88272 2.41343 3.10736 2.64497 2.00934 1.63067 1.24948 1.8067 1.42553 1.20822 1.09789 0.997942 0.800071 0.757202 0.66424 1.29233 0.646131 0.551207 0.520878 0.383813 0.381351 0.372021 0.467662 0.219904 0.15662
threshold=0.054520000000000006 -0.0042049999999999995 0.099815000000000015 -0.23071499999999998 -0.0041249999999999993 -0.080269999999999994 -1.0000000180025095e-35 -0.23742499999999997 -0.063404999999999989 -0.14545999999999995 0.083435000000000023 0.088125000000000023 0.081245000000000026 -0.097199999999999995 -0.088294999999999985 0.0019650000000000002 -0.070004999999999998 -0.078389999999999974 0.087555000000000008 -0.040484999999999993 -0.039889999999999988 -1.0000000180025095e-35 -0.082264999999999991 0.086580000000000004 -0.086919999999999983 0.084475000000000008 -0.014614999999999998 0.0070300000000000007 0.071660000000000015 0.085565000000000016 0.092295000000000002 -0.092264999999999986 0.086105000000000015 0.024560000000000002 0.015045000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 -4 -3 -1 28 -8 14 -10 15 12 13 -2 -7 19 17 20 22 -6 23 26 -18 -13 -23 -26 29 -22 34 -15 -20 -24 -33 -19 -5
right_child=2 4 3 6 10 8 7 -9 9 -11 -12 16 -14 21 -16 -17 18 33 30 -21 27 24 31 -25 25 -27 -28 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=0.0028275549008266632 0.0047510848391802444 0.0039977655001914979 0.0017477822316384875 0.0036200194587627933 0.0030172388143868381 0.0023923435894466724 0.0036476632024284913 0.0022258404919307784 0.0017248109352247477 0.00058659835097710949 0.0022940120514490722 0.0035353327389483435 0.0035202868408131718 0.0039735857822123747 0.0016603140297957106 0.0027046173192942151 0.004137772000280167 0.0032681816566216366 0.0040683966063111438 0.0036071840331596519 0.0043027289106475951 0.0042201255141815584 0.0039067308495953548 0.003956710436045484 0.0035175419650835412 0.0040305707821305763 0.0045032822201675109 0.0038751145187305843 0.0040918542631210161 0.004280780420627987 0.0044188188517278165 0.003495639907455805 0.0038679107840515806 0.0035445865849690751 0.0038503756062349135
leaf_weight=58 57 73 53 52 60 72 66 53 76 52 67 93 71 65 55 56 65 52 56 57 52 81 95 60 54 178 62 53 57 82 55 68 52 54 64
leaf_count=58 57 73 53 52 60 72 66 53 76 52 67 93 71 65 55 56 65 52 56 57 52 81 95 60 54 178 62 53 57 82 55 68 52 54 64
internal_value=0 0.00251289 0.00381998 0.00324464 0.00314301 0.00188267 0.00351623 0.00301467 0.00166763 0.00126265 0.00288289 0.00396123 0.0040903 0.00416015 0.00207556 0.00311077 0.00385006 0.00372752 0.00396406 0.00330491 0.00385815 0.00409556 0.00385365 0.00370078 0.00399131 0.00391129 0.00425154 0.00408718 0.00386105 0.00414515 0.00424231 0.00376761 0.00365721 0.00340928 0.00374738
internal_weight=0 626 1750 345 313 313 292 119 255 128 240 1405 650 579 127 173 755 364 391 117 258 522 280 153 313 232 209 105 173 147 111 215 120 106 116
internal_count=2376 626 1750 345 313 313 292 119 255 128 240 1405 650 579 127 173 755 364 391 117 258 522 280 153 313 232 209 105 173 147 111 215 120 106 116
is_linear=0
shrinkage=0.00287267


Tree=2233
num_leaves=22
num_cat=0
split_feature=1 15 12 16 1 12 0 12 12 41 15 1 1 479 15 0 475 402 1 403 403
split_gain=118.66 18.4011 14.2119 11.7613 9.32549 5.41912 5.96506 4.96009 3.96419 3.00583 2.47941 2.46507 1.97523 1.86939 1.93889 2.5367 1.99532 1.76889 1.47359 1.29691 1.04124
threshold=0.109225 -0.24042999999999998 0.054520000000000006 0.25155500000000003 0.093575000000000019 -1.0000000180025095e-35 -0.096594999999999986 0.11844 -1.0000000180025095e-35 0.075585000000000013 -0.097269999999999981 1.0000000180025095e-35 0.12958500000000003 0.088785000000000017 -0.026169999999999995 -0.081224999999999978 -0.082449999999999982 0.0038750000000000004 0.14068500000000003 -0.15498499999999996 -0.021474999999999998
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=2 12 4 5 10 -3 -7 9 -6 13 -1 -12 -2 14 16 19 -4 -17 -14 -16 -18
right_child=1 3 7 -5 8 6 -8 -9 -10 -11 11 -13 18 -15 15 17 20 -19 -20 -21 -22
leaf_value=0.0036245533574501853 0.0013710070728743826 0.0011253247523304684 0.0036824369035290071 0.0032348785066332866 0.0018210198409458378 0.0016416925484566834 0.0028098699739030927 0.0026023562477533986 0.002677361055486775 0.0039391466360343538 0.0024932298370917037 0.0032081369840620062 0.00044939344234980411 0.0028421924450362916 0.0031494967163653576 0.0032002006933285498 0.0028162940468815004 0.0036536403634396153 0.0010684962122094949 0.0035958475980043718 0.0032070187952329327
leaf_weight=52 61 56 58 53 76 76 52 63 77 62 54 94 52 52 52 364 57 74 57 474 360
leaf_count=52 61 56 58 53 76 76 52 63 77 62 54 94 52 52 52 364 57 74 57 474 360
internal_value=0 0.0016546 0.00322889 0.00213263 0.00274602 0.00181498 0.00211649 0.00333435 0.00225217 0.00336403 0.00312366 0.00294748 0.000988005 0.00334009 0.00335806 0.0034269 0.0032183 0.00327687 0.000773404 0.00355178 0.00315368
internal_weight=0 407 1969 237 353 184 128 1616 153 1553 200 148 170 1491 1439 964 475 438 109 526 417
internal_count=2376 407 1969 237 353 184 128 1616 153 1553 200 148 170 1491 1439 964 475 438 109 526 417
is_linear=0
shrinkage=0.00265391


Tree=2234
num_leaves=18
num_cat=0
split_feature=4 12 3 4 2 123 4 14 0 13 0 457 475 4 4 43 15
split_gain=94.0483 32.2031 23.7218 11.8831 7.37579 5.98658 5.44302 5.26067 9.18066 4.35497 3.06097 2.7592 1.69118 1.42818 1.83072 1.27074 1.34631
threshold=0.36766000000000004 -0.011819999999999999 0.11372500000000001 -0.0047649999999999993 0.12131500000000002 0.081180000000000016 -0.078129999999999991 -0.41790499999999997 -0.10891999999999999 -0.079149999999999984 -0.090569999999999984 0.062030000000000009 -0.06562999999999998 0.043850000000000007 -0.00076499999999999995 0.0054600000000000004 0.03981500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -5 10 -2 -9 13 -3 12 -11 14 -8 16 -12
right_child=7 2 -4 5 -6 -7 9 8 -10 11 15 -13 -14 -15 -16 -17 -18
leaf_value=0.0012706091010864693 0.0018969584357909372 0.0039375328521360949 0.0016723035345312502 0.003231507338116443 0.0022972599998365107 0.001941079714056266 0.0032487015406430083 0.0015924217566046263 0.00035281335087751075 0.0034021753365916754 0.0031207367616954218 0.0023365697974169612 0.0029201937925135732 0.0029152733798910833 0.00373602483081234 0.0029943444285339912 0.0034524572868524592
leaf_weight=100 57 71 85 55 72 55 346 86 97 64 123 57 465 75 72 77 419
leaf_count=100 57 71 85 55 72 55 346 86 97 64 123 57 465 75 72 77 419
internal_value=0 0.00298716 0.00309914 0.00196006 0.003165 0.00258656 0.0032003 0.00116399 0.000935523 0.00307753 0.00339224 0.00291617 0.00297856 0.00326927 0.00333271 0.00332965 0.00337723
internal_weight=0 2136 1926 210 1841 110 1769 240 183 1079 690 586 529 493 418 619 542
internal_count=2376 2136 1926 210 1841 110 1769 240 183 1079 690 586 529 493 418 619 542
is_linear=0
shrinkage=0.00276112


Tree=2235
num_leaves=19
num_cat=0
split_feature=3 2 12 2 3 12 48 1213 484 3 15 11 12 2 15 2 12 4
split_gain=3.98433 2.14382 1.57758 1.50165 1.84231 1.4624 1.31033 1.27505 1.33793 1.79806 1.69919 1.65401 1.17364 1.40481 0.883574 0.760903 0.705912 0.479714
threshold=0.31343500000000007 0.098365000000000022 -0.083994999999999986 -1.0000000180025095e-35 -0.020014999999999995 -0.013764999999999998 0.12230500000000001 0.060985000000000004 0.085435000000000025 -0.029309999999999996 -0.013349999999999999 0.076270000000000018 0.084535000000000013 0.11585500000000001 0.084745000000000015 0.10486500000000001 0.095780000000000018 0.057265000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 12 8 9 11 -10 -7 13 -4 -9 -14 -17 -18
right_child=-2 2 6 5 -6 7 -8 14 10 -11 -12 -13 15 -15 -16 16 17 -19
leaf_value=0.0041551537441565627 -0.00027289185088648707 0.00054331365122287307 0.0057935249280161175 0.0063770256956424323 0.00015561850003490167 0.0037374694917847208 0.00038268471529023134 0.0070118028549918813 0.0036385524595749399 0.0060156755791578084 -6.1226645724026481e-05 0.0006931503732283263 0.0012176243340584617 0.0025568241183241414 0.0042585999448388626 0.004586517612108044 0.0031279303729535505 0.0012131697287040913
leaf_weight=61 88 95 89 64 72 1003 53 53 83 95 62 54 84 68 92 66 120 55
leaf_count=61 88 95 89 64 72 1003 53 53 83 95 62 54 84 68 92 66 120 55
internal_value=0 0.00339497 0.0025551 0.00371768 0.00199135 0.00387002 0.002912 0.00375863 0.00358995 0.00378295 0.00205533 0.00358211 0.00318975 0.00439279 0.00526619 0.00260803 0.0030919 0.00252718
internal_weight=0 2269 630 1639 133 1506 535 1442 1297 1152 145 1057 482 157 145 325 241 175
internal_count=2357 2269 630 1639 133 1506 535 1442 1297 1152 145 1057 482 157 145 325 241 175
is_linear=0
shrinkage=0.0169215


Tree=2236
num_leaves=25
num_cat=0
split_feature=0 10 52 0 16 16 16 0 51 2 133 40 16 16 51 13 13 0 480 16 481 156 2 133
split_gain=2.73037 3.68102 2.85353 1.68546 1.34639 3.48147 1.49168 1.34583 0.965923 1.34362 1.36227 1.24969 0.967144 0.886233 1.68441 0.827461 0.797739 0.704876 0.582917 0.785119 0.826171 0.649496 0.439127 0.291806
threshold=-0.069074999999999984 -0.0091199999999999979 0.10096500000000001 -0.030209999999999997 0.070130000000000012 -0.043889999999999992 0.58936500000000003 -0.048199999999999993 -0.13881499999999999 0.090000000000000011 0.024130000000000002 -0.0057599999999999986 -0.0088649999999999996 -0.074254999999999988 0.07955000000000001 -0.09219999999999999 -0.086124999999999993 -0.077429999999999985 0.086930000000000021 -0.14251999999999995 -0.065999999999999989 0.087205000000000019 0.081110000000000015 0.093720000000000012
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=8 -2 4 -4 5 -3 7 -6 -1 15 11 -11 13 14 -13 22 -12 23 19 -17 -21 -22 -10 -18
right_child=1 2 3 -5 6 -7 -8 -9 9 10 16 12 -14 -15 -16 18 17 -19 -20 20 21 -23 -24 -25
leaf_value=0.0035384364751042635 -0.0019409912177082136 0.0028254939140704436 0.0012456121165178842 -0.0018588217061665227 0.0019811352402633888 -0.00099618112233437403 0.0010155218605905239 0.004208989634553119 0.0026288459460262338 -0.00012144726565234546 0.0036779227097998393 0.0024461985695978065 0.00039926969158752374 0.0033769896315378745 -5.988257960955235e-05 0.00083434808763222391 0.00089339865468086421 0.0032982541601231383 0.0034986547668969747 0.00095353900523749012 0.0025857676160241884 0.0013099536698916721 0.004163509885495657 0.0020731624253018496
leaf_weight=88 52 86 59 52 75 67 64 101 56 80 64 125 77 58 64 58 58 52 64 62 682 70 64 79
leaf_count=88 52 86 59 52 75 67 64 101 56 80 64 125 77 58 64 58 58 52 64 62 682 70 64 79
internal_value=0 0.00124275 0.0015715 -0.000207508 0.00207431 0.00115107 0.00266231 0.00326038 0.00225131 0.00218511 0.001738 0.00128425 0.00163175 0.00201542 0.00159687 0.00246316 0.00246204 0.0020496 0.0023367 0.00225127 0.00235206 0.00246719 0.00344845 0.00157468
internal_weight=0 556 504 111 393 153 240 176 1801 1713 657 404 324 247 189 1056 253 189 936 872 814 752 120 137
internal_count=2357 556 504 111 393 153 240 176 1801 1713 657 404 324 247 189 1056 253 189 936 872 814 752 120 137
is_linear=0
shrinkage=0.0125729


Tree=2237
num_leaves=24
num_cat=0
split_feature=1 2 12 1 12 12 447 1 12 1 1 0 0 0 1 481 133 133 0 2 12 130 159
split_gain=101.907 14.7106 11.5228 8.80323 8.52292 4.68829 3.16335 3.13028 3.07365 5.03726 2.92693 2.2421 1.99104 1.87228 1.6061 1.52391 1.46068 1.13651 1.11834 0.937863 0.908735 0.584221 0.644223
threshold=0.10915500000000002 0.17000000000000001 -1.0000000180025095e-35 0.092655000000000015 0.088105000000000003 0.10653000000000001 0.085205000000000017 0.14218000000000003 0.087805000000000008 0.087070000000000022 0.13251500000000002 -0.14989499999999997 -0.072529999999999983 -0.13010499999999997 0.083250000000000005 -0.084999999999999992 0.087605000000000002 -0.025314999999999994 -0.10220499999999998 0.11177500000000001 -0.077034999999999978 -0.0084099999999999991 -0.020999999999999994
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 4 3 -1 7 -6 8 10 9 11 20 -4 18 -11 16 -13 19 -17 -10 -14 -2 -20 -23
right_child=1 -3 6 -5 5 -7 -8 -9 12 13 -12 15 14 -15 -16 17 -18 -19 21 -21 -22 22 -24
leaf_value=0.003080702468761006 0.0012566489938328413 0.0002834803731739277 0.0039777066343916565 0.0018223648348657756 0.0029486262123238341 0.0018302040055595747 0.002523484738884074 0.00094553079210204312 0.0035191816696625252 0.0024402477942287774 0.0022522301422564792 0.0037956602031109623 0.0022872636990713766 0.0031321824076542722 0.0032382405290087347 0.0035839148602563697 0.0030260539732366496 0.0032680426998669887 0.0033824611764654124 0.0028122378346669211 0.00169468530074683 0.0033027366830503209 0.0030665823605616812
leaf_weight=83 66 54 56 87 64 52 53 53 72 53 54 65 52 70 84 116 98 379 76 54 82 117 417
leaf_count=83 66 54 56 87 64 52 53 53 72 53 54 65 52 70 84 116 98 379 76 54 82 117 417
internal_value=0 0.0016306 0.00312414 0.0024369 0.00182659 0.00244752 0.00319043 0.00154402 0.00321109 0.00334577 0.0017009 0.00344786 0.00310846 0.00283427 0.00291477 0.00339482 0.00278143 0.00334212 0.00319021 0.00255498 0.00149954 0.00315133 0.00311838
internal_weight=0 425 1932 170 371 116 1762 255 1709 739 202 616 970 123 288 560 204 495 682 106 148 610 534
internal_count=2357 425 1932 170 371 116 1762 255 1709 739 202 616 970 123 288 560 204 495 682 106 148 610 534
is_linear=0
shrinkage=0.00276112


Tree=2238
num_leaves=26
num_cat=0
split_feature=1 3 1 52 50 1 14 1 13 14 52 13 3 47 1 52 49 13 133 48 1 133 52 52 15
split_gain=85.4567 13.9623 8.3459 6.68533 6.46396 6.19762 6.10215 3.84773 2.77283 2.39599 2.32018 2.0742 1.78651 1.75482 2.89491 2.17717 2.07445 1.47254 1.25222 0.853961 0.502887 0.495113 0.591609 0.448278 0.210684
threshold=0.10915500000000002 -0.058704999999999993 0.089875000000000024 -0.092059999999999989 0.089465000000000017 0.14699000000000004 -1.0000000180025095e-35 0.12180500000000001 -0.052454999999999995 0.076975000000000002 0.10096500000000001 -1.0000000180025095e-35 0.0025650000000000004 0.077555000000000013 0.080270000000000022 -0.013174999999999997 0.097940000000000013 0.0083850000000000018 0.093255000000000018 0.089830000000000007 0.087840000000000015 -1.0000000180025095e-35 0.39765000000000006 -0.52606999999999993 0.091735000000000025
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=2 7 9 23 8 6 -3 -2 -5 10 13 -10 -8 14 16 -16 19 21 -18 -1 -17 -12 -23 -4 -6
right_child=1 5 3 4 24 -7 12 -9 11 -11 17 -13 -14 -15 15 20 18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0034425890896418753 0.0029587075221469473 0.002410792569290146 0.0032657447551116092 0.0027271700307032725 0.003337151286689283 0.00051493802146487528 0.00097419503879238366 0.0019463303643011149 0.0016034827730740295 0.0038532365682338479 0.0033584059662438667 0.0023573988279682778 0.0015705024366024776 0.003701074310283381 0.0024400325094192498 0.002961849707760162 0.0032379286520479297 0.0025959520673996235 0.0026581543647569363 0.0030670085522446983 0.0033766353182891184 0.0028944529365444939 0.0032507791053483087 0.0036448238690010913 0.003064362336355729
leaf_weight=688 75 58 62 88 54 58 76 57 53 62 62 78 101 97 54 53 87 56 52 58 52 98 72 52 54
leaf_count=688 75 58 62 88 54 58 76 57 53 62 62 78 101 97 54 53 87 56 52 58 52 98 72 52 54
internal_value=0 0.00173024 0.00318167 0.00282705 0.00261364 0.00137354 0.00158531 0.00252178 0.00232381 0.00328654 0.00326193 0.00205262 0.00131464 0.00332152 0.00328623 0.00292068 0.00335187 0.0030257 0.00302126 0.00341343 0.00316757 0.00312929 0.00304555 0.00343893 0.00320105
internal_weight=0 425 1932 441 327 293 235 132 219 1491 1429 131 177 1141 1044 159 885 288 139 746 105 232 170 114 108
internal_count=2357 425 1932 441 327 293 235 132 219 1491 1429 131 177 1141 1044 159 885 288 139 746 105 232 170 114 108
is_linear=0
shrinkage=0.00293013


Tree=2239
num_leaves=22
num_cat=0
split_feature=1 156 1 150 4 13 4 1 4 1454 52 150 1 2 2 133 2 51 159 4 13
split_gain=4.47376 1.8659 1.63609 1.92625 1.76688 1.41333 1.18685 2.24107 1.7023 1.17785 1.32584 3.39575 1.53129 0.881057 1.78709 0.996235 0.986945 1.23618 0.851981 0.841263 0.286123
threshold=0.10915500000000002 0.10299500000000002 0.14262000000000002 0.084680000000000019 -0.00059999999999999995 -0.024504999999999996 -0.13833499999999996 0.081540000000000015 -0.50086499999999989 0.081720000000000015 -0.092059999999999989 -0.045534999999999992 0.087930000000000022 0.084825000000000025 0.074875000000000011 -0.010614999999999998 0.11084500000000001 -0.085574999999999984 0.082585000000000006 -0.028814999999999997 -0.078934999999999991
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=6 2 3 4 -2 -6 7 -1 -9 10 12 -12 18 14 19 -16 17 -15 20 -13 -8
right_child=1 -3 -4 -5 5 -7 9 8 -10 -11 11 13 -14 16 15 -17 -18 -19 -20 -21 -22
leaf_value=-7.7126579229680624e-05 0.003769094786375896 0.0032740904521776416 -0.001142441082848221 -0.00076722861787450645 0.0020604383179047376 -0.00044809355777542605 0.0018312422753472535 0.0042004205972373931 0.0010694990224606169 0.00095253310264668215 -0.00089620015874725643 0.0019194594379709348 0.0055345551739683129 0.0038472347192501535 0.0032074511281734988 0.005326142090360057 0.0036097890028185201 0.0019825326964375591 0.0044643508391248674 0.0033511576696461003 0.0029779083749912755
leaf_weight=93 54 52 78 78 93 70 68 63 61 80 52 197 52 70 86 74 94 680 52 117 93
leaf_count=93 54 52 78 78 93 70 68 63 61 80 52 197 52 70 86 74 94 680 52 117 93
internal_value=0 0.000905744 0.000575191 0.00102983 0.00167643 0.000982281 0.00241833 0.00148707 0.00266136 0.00253608 0.00261348 0.00244602 0.00347864 0.002578 0.00303929 0.00418824 0.00231876 0.00215676 0.00297606 0.00245338 0.00249449
internal_weight=0 425 373 295 217 163 1932 217 124 1715 1635 1370 265 1318 474 160 844 750 213 314 161
internal_count=2357 425 373 295 217 163 1932 217 124 1715 1635 1370 265 1318 474 160 844 750 213 314 161
is_linear=0
shrinkage=0.0133425


Tree=2240
num_leaves=27
num_cat=0
split_feature=12 12 150 13 156 51 12 40 0 16 40 0 16 16 16 0 12 16 12 160 0 0 16 13 0 16
split_gain=85.4953 13.7091 11.9281 9.53031 8.82534 9.57242 7.15878 6.66085 6.08066 6.07685 3.67319 3.66752 3.46053 2.41362 2.35269 1.99264 1.74499 1.68086 1.35351 1.83757 1.24631 0.957554 1.0457 0.935802 0.557664 0.447815
threshold=0.077755000000000005 0.13969000000000004 0.091105000000000005 -0.016999999999999998 0.091335000000000013 0.0033150000000000007 0.093270000000000006 -0.0057599999999999986 -0.10220499999999998 -0.15135499999999999 -0.041534999999999996 -0.13010499999999997 0.0060650000000000009 -0.095229999999999995 0.51148500000000008 -0.054759999999999996 0.083370000000000014 -0.28430999999999995 0.090465000000000004 1.0000000180025095e-35 -0.080584999999999976 -0.074754999999999988 -0.089984999999999996 -0.07150999999999999 -0.068484999999999976 -0.077734999999999985
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 6 3 8 5 7 15 -5 -1 -8 -10 -9 21 -4 23 16 -2 -18 19 -19 -20 22 -11 -14 -23 -24
right_child=1 -3 13 4 -6 -7 9 11 10 12 -12 -13 14 -15 -16 -17 17 18 20 -21 -22 24 25 -25 -26 -27
leaf_value=0.0022111118843675206 0.0036261358722366947 0.0018275714047328671 0.0015579358949738707 0.0024832440274535047 0.0033099344533310663 0.0030347170140057034 0.0021084053492032725 0.0010158285869255514 0.0016995294630954305 0.0029829488785986522 0.00074969292082565915 0.0019027973739167345 0.002752050334952477 0.00077846718972460508 0.0030673206372458877 0.0037212170202756351 0.0027269761986722409 0.003312668445402729 0.0032093852235730424 0.0029429744782622138 0.0027488452505393759 0.0027911789237883822 0.0036035722428554434 0.0023023120888670985 0.003158329103827546 0.0032739704694316526
leaf_weight=76 66 58 54 87 57 69 62 52 59 57 52 81 57 54 81 56 52 637 87 108 76 60 52 73 57 69
leaf_count=76 66 58 54 87 57 69 62 52 59 57 52 81 57 54 81 56 52 637 87 108 76 60 52 73 57 69
internal_value=0 0.00307203 0.00195752 0.00211735 0.00237331 0.00218848 0.00311575 0.00192294 0.00164362 0.00287878 0.00125481 0.00155622 0.00297312 0.00116846 0.00271775 0.00324013 0.00321385 0.00318547 0.0032117 0.00325911 0.00299483 0.00315568 0.00327738 0.00249972 0.00297028 0.00341585
internal_weight=0 1708 641 533 346 289 1650 220 187 568 111 133 506 108 211 1082 1026 960 908 745 163 295 178 130 117 121
internal_count=2349 1708 641 533 346 289 1650 220 187 568 111 133 506 108 211 1082 1026 960 908 745 163 295 178 130 117 121
is_linear=0
shrinkage=0.00260187


Tree=2241
num_leaves=24
num_cat=0
split_feature=2 3 3 3 11 2 151 3 3 1446 3 483 12 3 12 3 13 13 13 49 49 159 2
split_gain=3.34407 2.06657 3.58535 3.24962 1.76953 1.15403 1.52195 2.55079 1.60771 1.08369 0.952262 0.916025 0.872089 0.866473 1.69552 1.26097 1.44623 0.791081 0.466738 0.336984 0.306549 0.221213 0.0875987
threshold=0.099675000000000014 -0.10468499999999999 -0.22382999999999997 -0.029309999999999996 1.0000000180025095e-35 -0.087244999999999975 -0.064119999999999996 -0.078209999999999988 -0.012374999999999999 0.083715000000000026 -0.090989999999999988 1.0000000180025095e-35 0.095935000000000006 0.096440000000000012 -0.081314999999999985 0.13772500000000001 -0.42195999999999995 -1.0000000180025095e-35 0.019675000000000002 -0.0090499999999999973 0.098655000000000007 -0.039019999999999992 0.086825000000000013
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 -2 12 5 -1 7 19 9 10 18 -12 -3 14 -5 -15 -17 -10 -8 -7 -14 -11 -19
right_child=1 3 -4 13 -6 6 8 -9 17 21 11 -13 20 15 -16 16 -18 22 -20 -21 -22 -23 -24
leaf_value=5.3749560565343774e-05 0.0013043570503285143 0.0034329455227171948 -0.0027450024745144103 0.00092207429818889095 0.0035440432769517608 0.0013731464694869936 0.0019914256856830678 0.0049345367302668442 0.0017679377235627662 0.0034891995458840785 0.001692464604960142 9.6283826446301788e-05 0.0022520120685863999 0.0021674445317542441 -0.0019459898939759716 0.0015008085325070042 -0.0012520300875470505 0.00030220349024003289 0.0032128261651628303 0.0025190125622629503 0.0010546959202645647 0.002401602952485437 -0.0004094958310164178
leaf_weight=54 76 79 59 71 97 72 107 63 55 66 768 59 89 79 56 59 57 52 87 87 52 52 53
leaf_count=54 76 79 59 71 97 72 107 63 55 66 768 59 89 79 56 59 57 52 87 87 52 52 53
internal_value=0 0.000899481 -0.000464388 0.00123943 0.00192675 0.00182706 0.00188994 0.00283405 0.00172848 0.00189106 0.0017615 0.00157875 0.00239427 0.000450006 -0.000341548 0.000966206 0.000146986 0.000570299 0.00253985 0.00200096 0.00181138 0.00301104 -5.5782e-05
internal_weight=0 677 135 542 1672 1575 1521 222 1299 1139 1021 827 220 322 127 195 116 160 194 159 141 118 105
internal_count=2349 677 135 542 1672 1575 1521 222 1299 1139 1021 827 220 322 127 195 116 160 194 159 141 118 105
is_linear=0
shrinkage=0.0123264


Tree=2242
num_leaves=27
num_cat=0
split_feature=1 2 1 4 15 133 1 1 52 2 3 484 15 1429 52 1 16 1213 403 3 15 42 42 133 15 16
split_gain=2.94457 3.18721 3.4663 2.53431 2.48766 1.755 1.56091 1.7331 1.07065 1.63212 1.21776 0.89992 1.37717 1.2661 1.04631 0.958656 1.28029 0.618971 0.731446 1.34474 0.564049 0.561626 0.664199 0.457293 0.429595 0.187117
threshold=0.087070000000000022 0.09036000000000001 0.097480000000000011 -0.053824999999999991 -0.41880499999999993 0.087445000000000009 0.11684000000000001 0.10797500000000002 -0.086814999999999989 -0.0091949999999999983 -0.069999999999999993 0.087150000000000019 -0.06784999999999998 0.084770000000000012 0.40945500000000007 1.0000000180025095e-35 -0.077074999999999991 0.0086650000000000008 0.081825000000000023 -0.098469999999999988 0.092135000000000009 0.085790000000000019 -0.069844999999999977 0.40438500000000005 0.083285000000000012 -0.074474999999999986
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=11 5 -3 -4 -5 8 7 -6 -2 -10 20 13 -13 14 15 17 -17 18 19 -1 25 22 -19 -7 -20 -11
right_child=1 2 3 4 6 23 -8 -9 9 10 -12 12 -14 -15 -16 16 -18 21 24 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.00039273033844875631 0.0032690784554648138 -0.0031444809410901948 0.0023582841269465305 0.001746312638963319 -0.0014616906435796929 -0.00063679229522343235 -0.0021770295598982597 0.0017318695791289341 -2.327249052393741e-05 0.0025494109175392991 0.0038630116485554879 0.0011574633555625768 0.0038674988479673131 -0.00013385717078332653 0.00013387847186130668 0.0017916713422608975 0.0045728280671595185 0.0030889744729893504 0.0034727725107173736 0.0016669602694530828 0.00050732458790451085 0.003655883205429475 0.0010260877792790737 0.0010241259511544476 0.0019084127408491528 0.0015067562823782997
leaf_weight=62 95 52 100 92 61 60 93 60 78 78 59 53 91 60 60 64 55 53 55 616 54 55 59 58 74 52
leaf_count=62 95 52 100 92 61 60 93 60 78 78 59 53 91 60 60 64 55 53 55 616 54 55 59 58 74 52
internal_value=0 0.00091547 9.85131e-05 0.000514223 -8.79461e-05 0.00161589 -0.000877172 0.000120716 0.0020233 0.00165417 0.00219319 0.00187226 0.00287104 0.00175357 0.00185191 0.00194609 0.00307828 0.00180762 0.00165411 0.0014784 0.00165699 0.00254858 0.00200355 0.000178384 0.00257649 0.00213344
internal_weight=0 992 458 406 306 534 214 121 416 321 243 1357 144 1213 1153 1093 119 974 807 678 184 167 112 118 129 130
internal_count=2349 992 458 406 306 534 214 121 416 321 243 1357 144 1213 1153 1093 119 974 807 678 184 167 112 118 129 130
is_linear=0
shrinkage=0.0133425


Tree=2243
num_leaves=14
num_cat=0
split_feature=0 2 4 0 0 151 43 4 4 4 4 12 52
split_gain=1.75611 1.91514 1.28562 2.3541 1.13876 1.25276 1.54021 1.68572 1.44458 1.41352 1.11291 1.10257 1.09811
threshold=-0.22607999999999998 0.11517500000000001 0.5105900000000001 -0.085309999999999983 -0.14989499999999997 0.085465000000000013 -0.46848499999999998 -0.49432999999999994 -0.13833499999999996 -0.082634999999999986 0.076415000000000025 0.099815000000000015 -0.16371499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 12 -9 -10 11 -5 -8
right_child=1 2 -4 10 5 -7 7 8 9 -11 -12 -13 -14
leaf_value=-0.00047444282873704079 0.0026085305652647208 -0.0010027209185461817 -0.0012004817387131503 -0.00020816955999300947 -0.00072323740917583715 0.0029048521287664952 0.0014500636342929122 -0.00044992532889951537 0.0019689314017668092 0.0010393406092828036 0.0027503132883838232 0.0019631216353994253 0.0038197438899729638
leaf_weight=96 82 80 62 69 57 57 53 75 267 1284 56 58 53
leaf_count=96 82 80 62 69 57 57 53 75 267 1284 56 58 53
internal_value=0 0.00112878 0.000303444 0.000658453 0.00126784 0.00120822 0.00115409 0.00121595 0.00112329 0.00119945 0.00138533 0.000782467 0.00263607
internal_weight=0 2253 325 263 1928 1846 1789 1732 1626 1551 183 127 106
internal_count=2349 2253 325 263 1928 1846 1789 1732 1626 1551 183 127 106
is_linear=0
shrinkage=0.0116154


Tree=2244
num_leaves=13
num_cat=0
split_feature=106 4 1375 0 0 40 0 40 48 0 1446 48
split_gain=1.47835 2.37389 1.6625 1.26784 0.917402 0.908248 0.869197 0.787234 0.769951 2.33495 1.39492 0.418337
threshold=1.0000000180025095e-35 0.36766000000000004 -0.096099999999999977 -0.14822499999999997 -0.14076499999999997 -0.024094999999999995 -0.099329999999999988 -0.067184999999999981 0.093265000000000015 -0.071339999999999987 0.095780000000000018 0.078910000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 -5 -3 -7 -6 10 -10 -9 -4
right_child=-2 5 3 4 7 6 -8 8 9 -11 -12 -13
leaf_value=-0.0010665956916467777 0.0028974551102834865 0.00086785846929996044 0.0016485416469745346 -0.00055565102505969162 0.0021432315534838323 0.00012537816070868382 -0.001627755831786725 0.00098282689583067701 0.0012603751485764059 -0.0018690230861716011 0.0029969555339360017 0.0030358612484983919
leaf_weight=55 54 71 81 55 88 81 84 1523 98 54 52 53
leaf_count=55 54 71 81 55 88 81 84 1523 98 54 52 53
internal_value=0 0.000873429 0.00100503 0.00106195 0.000980454 -0.000274152 -0.000766345 0.00102707 0.000970125 0.000147766 0.00104941 0.00219822
internal_weight=0 2295 2059 2004 1870 236 165 1815 1727 152 1575 134
internal_count=2349 2295 2059 2004 1870 236 165 1815 1727 152 1575 134
is_linear=0
shrinkage=0.0120847


Tree=2245
num_leaves=23
num_cat=0
split_feature=1 12 1 1 12 4 4 16 2 12 11 159 2 123 2 48 52 159 50 4 11 2
split_gain=130.232 31.4386 12.5185 12.3387 10.7641 7.97725 4.70688 4.66503 3.58569 3.43412 3.60594 2.83236 2.98605 2.44797 1.8896 1.32398 1.1139 1.09043 1.19339 1.05432 0.95829 0.784227
threshold=0.12072500000000001 0.054520000000000006 0.093575000000000019 0.15022500000000003 -1.0000000180025095e-35 0.053255000000000004 0.30163500000000004 -0.073494999999999991 0.099675000000000014 0.11589000000000001 1.0000000180025095e-35 0.081925000000000012 0.092235000000000025 0.084600000000000022 0.091335000000000013 0.083570000000000019 1.0000000180025095e-35 0.087410000000000015 0.10718500000000002 -0.039459999999999995 0.085155000000000022 0.13290500000000002
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 2 11 6 13 9 -2 -6 16 10 14 12 -1 -4 17 19 -7 18 -3 -16 -12 -8
right_child=3 5 4 -5 7 8 21 -9 -10 -11 20 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0023506922555320089 0.0010738543738548739 0.0026293620083104171 0.00030981514246934639 -0.00079311181318778088 0.0013797910875462975 0.0020605765612134105 0.00047101822631681053 0.0023509396318564836 0.0016303245774412967 0.0019262456545643134 0.0032186767487369693 0.0026977728946116475 0.0015475766341187997 0.0010641475820654829 0.0022860031533488206 0.001959348207196422 0.0025894546359182917 0.0022708782810900918 0.0023316058055036499 0.0026487296381680387 0.002745615875058231 3.7738963905247812e-05
leaf_weight=69 87 795 53 53 78 58 61 59 101 62 61 54 58 65 158 54 52 78 105 85 58 53
leaf_count=69 87 795 53 53 78 58 61 59 101 62 61 54 58 65 158 54 52 78 105 85 58 53
internal_value=0 0.00229592 0.00167368 0.000323427 0.00130197 0.00245865 0.000617976 0.00179823 0.00198523 0.00252724 0.00255395 0.0021972 0.00198413 0.000725573 0.00251338 0.00233061 0.00231084 0.00256886 0.00259465 0.002413 0.00298834 0.000269825
internal_weight=0 2103 436 254 255 1667 201 137 211 1456 1394 181 127 118 1275 297 110 978 900 243 119 114
internal_count=2357 2103 436 254 255 1667 201 137 211 1456 1394 181 127 118 1275 297 110 978 900 243 119 114
is_linear=0
shrinkage=0.00260187


Tree=2246
num_leaves=13
num_cat=0
split_feature=9 0 151 1186 0 3 42 1429 43 16 2 160
split_gain=4.13613 1.91904 1.51442 1.97904 1.93249 1.72959 1.34239 1.81675 1.65527 1.60074 1.08233 0.91626
threshold=-1.0000000180025095e-35 -0.23141499999999995 -0.085764999999999994 0.021560000000000003 -0.096594999999999986 0.30112000000000005 0.08648500000000002 0.086185000000000012 -0.116045 0.11346000000000002 0.13106000000000004 -0.078874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 6 7 9 -8 -4 -10 -6
right_child=1 2 3 -5 11 -7 8 -9 10 -11 -12 -13
leaf_value=-0.0020191801308682964 0.0032776589028267961 -0.0018134224488454793 0.0014636541046896584 0.0030224362552182787 0.0020501800854881951 -0.00072259285283525542 -0.0014335801139191882 0.0032969783989939133 0.00098275646438636378 0.00022896853952424624 -0.00078599639460996099 -0.00010319781992860156
leaf_weight=69 57 64 845 77 53 84 52 69 664 197 57 69
leaf_count=69 57 64 845 77 53 84 52 69 664 197 57 69
internal_value=0 0.00104329 0.000986149 0.00108301 -7.80653e-05 0.00100706 0.00108425 0.00135882 0.000689443 0.00123035 0.000842742 0.000831207
internal_weight=0 2288 2231 2045 186 1968 1884 1111 773 1042 721 122
internal_count=2357 2288 2231 2045 186 1968 1884 1111 773 1042 721 122
is_linear=0
shrinkage=0.0123264


Tree=2247
num_leaves=11
num_cat=0
split_feature=124 3 151 2 0 1454 15 3 158 484
split_gain=1.76297 2.67288 1.65702 1.32816 1.25725 1.10834 1.01271 0.97274 1.03987 0.912365
threshold=-0.051674999999999992 0.31343500000000007 -0.014594999999999999 -0.020134999999999997 -0.23141499999999995 0.099235000000000004 -0.17677499999999999 0.12991000000000003 -0.11929999999999998 -0.079794999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 7 -4 8 -6 -10
right_child=1 -3 6 4 5 -7 -8 -9 9 -11
leaf_value=-0.0019218738158515176 0.0030447390921102763 -0.0015267432318069607 -0.00061801904150479638 0.0029507776622868607 -0.00078741729274160439 0.0027912383981389902 0.0019529032996392407 0.00253108991789222 0.0017239215681049177 0.00078349628866180166
leaf_weight=75 58 74 55 57 68 56 54 62 208 1590
leaf_count=75 58 74 55 57 68 56 54 62 208 1590
internal_value=0 0.000964687 -0.000394972 0.00105259 0.000995908 0.000939674 0.000654342 0.00088582 0.000831077 0.000892368
internal_weight=0 2173 184 2099 2041 1984 109 1928 1866 1798
internal_count=2357 2173 184 2099 2041 1984 109 1928 1866 1798
is_linear=0
shrinkage=0.0133425


Tree=2248
num_leaves=19
num_cat=0
split_feature=9 49 4 52 393 12 12 52 51 2 40 4 12 50 52 42 12 4
split_gain=2.51686 1.41262 1.88826 1.32954 1.17197 0.883688 1.20113 2.2473 2.09018 1.27191 1.18409 0.99946 0.963946 1.17915 0.772807 0.695685 0.693552 0.683681
threshold=-1.0000000180025095e-35 -0.047749999999999994 -0.0086999999999999977 -0.026714999999999999 0.086525000000000005 -0.013764999999999998 0.084645000000000012 0.092650000000000024 -0.014214999999999998 0.097070000000000004 -0.0057599999999999986 -0.15238499999999996 0.11999500000000002 -1.0000000180025095e-35 -0.15086999999999998 0.086895000000000014 0.083885000000000015 -0.026269999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 -4 5 10 7 8 17 -10 15 14 13 -13 -8 -3 -2 -7
right_child=1 4 3 -5 -6 6 11 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0018319241408864919 0.0020887781917915595 0.0017053521583496657 -0.0025020544201739521 -7.8468848354214492e-06 0.0023932338931517442 0.0017728561549600033 0.00067612317410222834 -0.00044594448600485624 0.0021697340905999425 0.0044462485272519165 -0.0016084214618816914 -0.0011307019398009975 0.0024337783063073251 0.00087574855852372519 -0.0016255606389535149 -0.00035083149195014036 1.5889671150816678e-05 -0.00036599088284774186
leaf_weight=69 69 64 68 95 97 52 53 78 131 70 60 57 69 1100 55 58 53 59
leaf_count=69 69 64 68 95 97 52 53 78 131 70 60 57 69 1100 55 58 53 59
internal_value=0 0.000805585 -9.04281e-05 -0.00104927 0.000933148 0.000858765 0.00095398 0.00161868 0.0021353 0.00296327 -4.2368e-05 0.000759545 0.00087015 0.000776775 -0.000494685 0.000726631 0.00118945 0.000634683
internal_weight=0 2288 285 163 2003 1906 1724 390 312 201 182 1334 1226 1157 108 122 122 111
internal_count=2357 2288 285 163 2003 1906 1724 390 312 201 182 1334 1226 1157 108 122 122 111
is_linear=0
shrinkage=0.0136093


Tree=2249
num_leaves=22
num_cat=0
split_feature=1 12 1 1 12 4 49 12 42 52 48 13 159 48 1 4 1429 403 42 15 1
split_gain=80.3974 26.7 8.35237 7.34874 6.69981 6.15286 3.37635 3.18191 2.6389 2.23556 1.87971 1.84652 1.79255 1.65607 1.36771 1.19901 1.13931 1.12759 1.08812 1.02216 0.353619
threshold=0.12072500000000001 0.054520000000000006 0.093575000000000019 0.15022500000000003 -1.0000000180025095e-35 0.053255000000000004 -0.042269999999999995 0.092255000000000018 0.11387000000000001 0.057125000000000002 0.083570000000000019 -0.092489999999999989 0.081925000000000012 0.093265000000000015 0.079415000000000013 0.30163500000000004 0.086185000000000012 -0.072624999999999981 0.096575000000000008 0.076335000000000014 0.086050000000000015
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 2 12 9 10 8 -6 -7 11 15 -4 19 14 16 -1 -2 18 -10 -13 -3 -9
right_child=3 5 4 -5 6 7 -8 20 17 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.002289737750896673 0.0016608266936582283 0.0032063947399306575 0.0011352380720515531 0.00036984502837276236 0.0019072049002718723 0.003038085535985256 0.0027869161317938536 0.0024876990078592466 0.0030215498072414912 0.0020204700461404616 0.0018369124777543532 0.0031364686841734131 0.0031991277397367202 0.0027890774787217363 0.0028678814604164767 0.0011521621505266768 0.003522843577815753 0.002478769544991816 0.003506844087648829 0.00370841207505682 0.0021782007679053269
leaf_weight=60 59 54 54 53 58 91 79 67 61 52 64 979 54 89 67 90 72 58 66 77 53
leaf_count=60 59 54 54 53 58 91 79 67 61 52 64 979 54 89 67 90 72 58 66 77 53
internal_value=0 0.00292997 0.00232136 0.00128519 0.00199897 0.00308913 0.0024147 0.00264761 0.0031531 0.0015264 0.00151606 0.00318831 0.00277538 0.00315424 0.00259497 0.00135378 0.00318331 0.00275725 0.00315989 0.0035017 0.00235125
internal_weight=0 2103 436 254 255 1667 137 211 1456 201 118 1337 181 1206 127 149 1117 119 1045 131 120
internal_count=2357 2103 436 254 255 1667 137 211 1456 201 118 1337 181 1206 127 149 1117 119 1045 131 120
is_linear=0
shrinkage=0.00276112


Tree=2250
num_leaves=16
num_cat=0
split_feature=4 11 15 16 14 4 1456 1373 150 43 3 43 1209 133 1456
split_gain=1.9834 2.6853 4.53494 1.73168 3.61426 1.49602 1.16595 1.23748 1.51136 1.95625 1.57265 1.10075 0.987021 0.980459 0.85787
threshold=0.26900000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.49181999999999998 -0.41790499999999997 0.41696500000000003 -0.083354999999999999 1.0000000180025095e-35 0.091105000000000005 -0.079329999999999984 0.12991000000000003 0.061400000000000003 -0.077594999999999983 -0.42671999999999993 -0.16480999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 14 8 10 -10 11 12 -8 -13 -1
right_child=3 2 -4 4 -6 -7 7 -9 9 -11 -12 13 -14 -15 -16
leaf_value=0.0011919481410110103 -0.00045999617111818392 0.00093988951451906121 0.0068538022655156763 0.0015204821986980078 -0.0034773490711126815 0.0027497624102003878 -0.0010131911304821603 0.0032474301480244815 0.0011640173554609574 -0.0028777380671399996 0.0035898278668217857 0.0011100413817470946 0.0011218361519691974 -0.0010193757153478739 0.0038519769406596643
leaf_weight=60 78 79 53 60 86 65 55 54 58 59 54 89 1346 130 59
leaf_count=60 78 79 53 60 86 65 55 54 58 59 54 89 1346 130 59
internal_value=0 0.00115677 0.00331568 -0.000224226 -0.0014223 0.000997818 0.00101159 0.000914713 0.000844287 -0.000872706 0.000964392 0.000876774 0.0010379 -0.000153234 0.00251219
internal_weight=0 2096 132 289 146 143 1964 1845 1791 117 1674 1620 1401 219 119
internal_count=2385 2096 132 289 146 143 1964 1845 1791 117 1674 1620 1401 219 119
is_linear=0
shrinkage=0.0156328


Tree=2251
num_leaves=11
num_cat=0
split_feature=0 148 15 0 0 11 15 131 0 403
split_gain=1.80506 1.57682 1.7909 1.61442 1.38926 1.47524 1.14429 0.846246 1.24886 0.913286
threshold=0.13830500000000004 -0.062044999999999996 -0.0092549999999999976 0.062580000000000011 -0.23046999999999998 0.079915000000000014 -0.45015499999999992 0.097925000000000012 -0.040094999999999992 -0.15140999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 8 -8 -9
right_child=-2 3 -4 -5 5 -7 7 9 -10 -11
leaf_value=0.00070856951108655105 -0.0016755089361233349 0.0028261304522126129 -0.0026454409385621705 0.0026974553138837407 -0.00080858676664304335 0.0024594428248100575 0.00073491857031842539 0.0002375898504247039 -0.0006772566735223554 0.0023789496364455247
leaf_weight=68 57 60 52 85 95 87 1591 56 125 109
leaf_count=68 57 60 52 85 95 87 1591 56 125 109
internal_value=0 0.000775031 -0.000743624 0.000857632 0.000783902 0.000724435 0.000647972 0.000721613 0.000631966 0.00165307
internal_weight=0 2328 120 2208 2123 2063 1976 1881 1716 165
internal_count=2385 2328 120 2208 2123 2063 1976 1881 1716 165
is_linear=0
shrinkage=0.0136093


Tree=2252
num_leaves=21
num_cat=0
split_feature=1 52 1 12 14 124 16 13 12 10 12 12 16 4 1 16 4 1 2 2
split_gain=103.196 18.3545 9.80053 14.1109 7.83451 5.92996 5.22771 5.69007 4.66938 4.40406 2.68645 3.36618 2.82452 2.65029 2.11748 3.03838 2.11489 1.37848 1.09577 0.938999
threshold=0.104035 -0.41304999999999997 0.13075500000000004 0.088105000000000003 0.054835000000000009 -0.083859999999999976 -0.34140499999999996 -0.009329999999999998 0.11769500000000001 -0.0069899999999999988 0.077755000000000005 0.087745000000000004 0.062365000000000011 0.50373500000000015 1.0000000180025095e-35 -0.00027999999999999998 0.032965000000000001 0.083250000000000005 0.10097500000000002 0.10486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 -1 -3 -8 10 -4 14 12 17 -11 -7 -16 18 -12 -13 -18
right_child=1 2 9 -5 -6 8 7 -9 -10 13 11 16 -14 -15 15 -17 19 -19 -20 -21
leaf_value=0.0014318466257504604 0.0024016446031796721 0.0012556961615936306 -0.00037986213340231081 0.0019556450225046368 0.0032204386440474364 0.0015982446469102619 0.00084290478369989795 -0.00030640232799474876 0.0015286433862232744 0.00091161161803510595 0.002509572670199584 0.0022621232461453628 0.0031012517050421082 0.00014567323075404437 0.0018466071799847095 0.0026302567950282239 0.0017045969553089169 0.0020667094291739914 0.0025382333640159398 0.0021722789927057025
leaf_weight=61 57 74 52 93 65 60 74 55 57 70 455 630 56 63 80 67 66 59 129 62
leaf_count=61 57 74 52 93 65 60 74 55 57 70 455 630 56 63 80 67 66 59 129 62
internal_value=0 0.000948954 0.000776745 0.00108226 0.00229627 0.00226255 0.000681992 0.000352666 0.00229197 0.00028777 0.0023181 0.00235922 0.00252196 0.000549016 0.00202854 0.00220398 0.00225461 0.00245879 0.00230909 0.00193136
internal_weight=0 538 481 296 1847 1782 203 129 1721 185 1664 1457 570 133 207 147 887 514 759 128
internal_count=2385 538 481 296 1847 1782 203 129 1721 185 1664 1457 570 133 207 147 887 514 759 128
is_linear=0
shrinkage=0.00270699


Tree=2253
num_leaves=19
num_cat=0
split_feature=1 14 4 15 41 4 51 160 160 1375 52 51 10 1 1 159 160 42
split_gain=2.09962 1.48282 1.27468 6.46223 1.15922 0.984138 1.10827 1.25484 1.08146 1.24824 1.02134 0.91104 1.58834 0.868648 0.74096 0.6627 1.06879 0.219616
threshold=0.104035 0.054835000000000009 -0.048624999999999995 -0.026169999999999995 0.07831500000000001 0.094510000000000025 0.11178000000000002 -0.089629999999999974 -0.084454999999999988 0.048450000000000007 0.0029250000000000005 -0.065539999999999987 -1.0000000180025095e-35 0.13279000000000005 0.10932500000000002 -0.023859999999999996 -0.14835999999999996 0.077855000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 11 5 6 7 15 -9 -10 -7 -4 -13 14 -14 -1 -17 -16
right_child=2 -3 3 -5 -6 10 -8 8 9 -11 -12 12 13 -15 17 16 -18 -19
leaf_value=0.002883411669906005 0.0015578435606465116 0.0031060610898938903 -0.0010353027963285074 -0.0049494720631879669 0.0029524870667540695 -0.0017483738548243883 -0.00056554378694534879 -0.0011018357534562555 0.0008516689874250189 0.0027727578219187165 0.00098125065722237171 -0.0013561575725950536 0.0020489278810334271 0.0024847404605432524 -0.00041259099589269969 -3.3982076720922388e-05 0.002731572297314177 0.00077508787437995336
leaf_weight=101 88 65 80 53 55 57 91 53 1188 72 53 63 53 71 78 58 54 52
leaf_count=101 88 65 80 53 55 57 91 53 1188 72 53 63 53 71 78 58 54 52
internal_value=0 0.00100447 -3.91382e-07 -0.000305449 0.000927724 0.000863154 0.000951341 0.0010419 0.00087816 0.000961565 -0.000431817 0.000314153 0.000655187 0.00115466 0.00063779 0.00205051 0.00129806 6.13178e-05
internal_weight=0 1847 538 450 1782 1727 1617 1526 1313 1260 110 397 317 254 183 213 112 130
internal_count=2385 1847 538 450 1782 1727 1617 1526 1313 1260 110 397 317 254 183 213 112 130
is_linear=0
shrinkage=0.0141591


Tree=2254
num_leaves=21
num_cat=0
split_feature=1 1 12 124 11 1 0 16 1 151 42 43 49 12 43 133 0 16 49 1
split_gain=162.745 19.9512 25.7917 12.7476 9.09135 12.8809 4.87326 3.44081 3.34248 2.47335 2.84303 3.52365 2.44195 2.22417 1.73286 1.71763 1.58201 0.770794 0.541117 0.509901
threshold=0.10508500000000001 0.13075500000000004 0.085090000000000013 -0.080389999999999989 1.0000000180025095e-35 0.085595000000000018 -0.030209999999999997 -0.14483499999999996 0.14967500000000003 0.009020000000000002 0.090040000000000023 0.019675000000000002 -0.0019649999999999997 0.10031500000000002 -1.0000000180025095e-35 -0.43714999999999993 -0.15385999999999997 0.16141000000000003 0.10852500000000001 0.092655000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 -1 6 -6 9 -2 14 10 11 16 -9 -4 -3 -13 -5 -8 19 -12
right_child=1 8 13 4 5 -7 17 12 -10 -11 18 15 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0019597569105673472 0.0015908976776801407 0.00056838056457327198 0.0029552169210524679 0.0036300543795906278 0.0047345254275573167 0.0029241721276797336 0.002273923271121693 0.0012801181474456716 0.00010180372111632842 0.0025302123372693643 0.002887945233880182 0.0030857971371132369 0.00052914621896605479 0.0022567647405638425 0.0011685024580461391 0.002509433068511984 0.0031946925880947767 0.0027107695907750153 0.0026484840926667124 0.0031526344690026441
leaf_weight=74 78 63 77 64 55 56 53 57 52 57 269 70 66 56 74 78 900 65 54 67
leaf_count=74 78 63 77 64 55 56 53 57 52 57 269 70 66 56 74 78 900 65 54 67
internal_value=0 0.00136459 0.00175456 0.0030402 0.0030849 0.00382145 0.00303613 0.00115441 0.000675278 0.00307557 0.00309625 0.0031649 0.000877388 0.00266134 0.000892741 0.00278223 0.00322363 0.0025148 0.00290041 0.00294081
internal_weight=0 523 334 1862 1788 111 1677 201 189 1559 1502 1112 123 133 137 148 964 118 390 336
internal_count=2385 523 334 1862 1788 111 1677 201 189 1559 1502 1112 123 133 137 148 964 118 390 336
is_linear=0
shrinkage=0.00265391


Tree=2255
num_leaves=25
num_cat=0
split_feature=1 52 2 12 4 52 1 2 4 51 12 2 474 52 16 48 4 16 12 1 4 52 401 12
split_gain=106.096 16.6922 8.99224 8.71507 8.51132 4.51466 5.0785 4.49847 3.9851 4.32483 3.65259 3.59914 3.13486 2.44864 3.01316 2.09548 2.24845 1.61034 1.44412 1.23997 1.19864 0.859916 0.839619 0.523946
threshold=0.10574000000000001 -0.24526499999999998 0.14721500000000001 0.088335000000000011 0.043850000000000007 0.0043000000000000009 0.083555000000000018 0.10060500000000001 -0.085629999999999984 0.045645000000000005 0.087615000000000012 -1.0000000180025095e-35 0.089190000000000005 -0.064819999999999989 -0.41163499999999992 0.084725000000000009 -0.0023899999999999993 -0.101115 0.099815000000000015 0.087840000000000015 -0.14994999999999997 0.085625000000000021 0.083100000000000021 0.088055000000000008
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=4 -2 3 11 7 6 17 8 9 20 -9 -3 15 -13 -15 16 22 -6 -12 23 -1 -22 -10 -17
right_child=1 2 -4 -5 5 -7 -8 10 12 -11 18 13 -14 14 -16 19 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0023223725394506678 0.0022556669007422828 0.00035499052833419715 0.00019268011168236274 0.0017138344750414743 0.0023013777763312938 0.0023628961156335207 0.0010366258638196983 0.0016123377116320629 0.0024126466408808528 0.0033813839206397532 0.0025421567158947587 0.0005964614383287798 0.0018503149712383647 0.00085269242698974635 0.0016389910190488717 0.0024783521029337718 0.0028809068724333546 0.0016896083157207638 0.0020760132538868033 0.0018769057289644724 0.0028643297990377679 0.0024860411932831816 0.0026531207765493193 0.0021594022580146465
leaf_weight=74 64 72 92 96 52 94 53 69 673 53 80 59 61 66 57 70 83 57 89 55 95 65 108 64
leaf_count=74 64 72 92 96 52 94 53 69 673 53 80 59 61 66 57 70 83 57 89 55 95 65 108 64
internal_value=0 0.00106172 0.000888776 0.00107167 0.00235082 0.00192622 0.00167268 0.00241712 0.00247123 0.00273468 0.0020985 0.000828862 0.00240333 0.00101618 0.00121729 0.00243534 0.00248775 0.00198171 0.00229683 0.00219561 0.00258809 0.00271082 0.00244593 0.00232622
internal_weight=0 506 442 350 1895 256 162 1639 1401 287 238 254 1114 182 123 1053 864 109 169 189 234 160 781 134
internal_count=2401 506 442 350 1895 256 162 1639 1401 287 238 254 1114 182 123 1053 864 109 169 189 234 160 781 134
is_linear=0
shrinkage=0.00250084


Tree=2256
num_leaves=25
num_cat=0
split_feature=1 3 4 4 3 3 40 1 0 4 3 0 0 1 0 3 480 49 4 1213 1213 4 3 13
split_gain=158.979 27.8577 14.3084 11.8693 7.74519 5.12695 7.14758 4.24943 4.07186 4.92477 3.73268 4.0072 2.72379 2.42718 2.10792 1.82602 1.61884 1.22309 1.13211 0.959792 0.947184 0.63587 0.477188 0.337677
threshold=0.10538500000000002 -0.031844999999999991 0.30163500000000004 0.043850000000000007 0.31370500000000007 0.077930000000000013 -0.077474999999999988 0.083555000000000018 -0.079249999999999987 -0.50388999999999984 0.086245000000000016 -0.14989499999999997 -0.030209999999999997 0.118385 -0.080584999999999976 0.13772500000000001 0.086995000000000017 0.091235000000000011 -0.012419999999999999 0.0086650000000000008 -0.13252999999999998 -0.081374999999999989 -0.081184999999999993 -0.016999999999999998
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 13 8 5 6 -3 14 10 -10 11 -1 18 -2 17 -7 19 -5 21 20 -13 -11 -23 -21
right_child=1 4 -4 7 -6 15 -8 -9 9 12 -12 16 -14 -15 -16 -17 -18 -19 -20 23 -22 22 -24 -25
leaf_value=0.0039435281339180771 0.0030208928980401777 0.0015798458451318506 0.0012442750284908512 0.0031588775760107287 0.00036575121065021156 0.0019591309423685785 0.00032349167426103196 0.0020113969919930575 0.0036039853319690908 0.0028258709845426231 0.0025928846526852151 0.0035727408713349725 0.0025181842139785559 0.0023177350925505584 0.0023671986674821594 0.0013035730598028471 0.002903487157784929 0.0026503112490441835 0.0026724523834071698 0.0036392327782478326 0.0032257391347549173 0.0032662577321419741 0.0030319862902789692 0.0033673878226619831
leaf_weight=59 76 54 63 77 86 60 65 65 75 66 52 57 98 56 59 52 79 53 61 60 691 90 177 70
leaf_count=59 76 54 63 77 86 60 65 65 75 66 52 57 98 56 59 52 79 53 61 60 691 90 177 70
internal_value=0 0.0014865 0.00224526 0.00308912 0.00101967 0.001263 0.000893831 0.00257554 0.00316889 0.0029936 0.00326193 0.00329614 0.00290049 0.00272279 0.00276941 0.00165501 0.0032562 0.00295175 0.00299552 0.00328791 0.00325222 0.00305461 0.00311106 0.00349306
internal_weight=0 512 195 1889 317 231 119 254 1635 567 1068 1016 492 132 189 112 957 130 394 878 748 333 267 130
internal_count=2401 512 195 1889 317 231 119 254 1635 567 1068 1016 492 132 189 112 957 130 394 878 748 333 267 130
is_linear=0
shrinkage=0.00255085


Tree=2257
num_leaves=16
num_cat=0
split_feature=4 13 12 4 14 4 12 14 457 4 48 43 43 4 4
split_gain=67.2495 21.4759 11.4342 9.17539 5.95185 6.07586 5.57702 3.07571 1.72603 1.38143 1.33802 1.57627 1.25599 1.03479 0.656235
threshold=0.30163500000000004 -0.16392499999999996 -0.007389999999999999 -0.0047649999999999993 0.019675000000000002 0.005935000000000001 0.077755000000000005 -0.42214499999999994 0.062030000000000009 0.17982000000000001 0.095090000000000022 -0.23919999999999997 -0.072864999999999985 0.45363500000000007 0.053010000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 -7 -2 10 14 11 -4 -9 -14 -8
right_child=7 2 4 -5 -6 6 9 12 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0010536382548227722 0.0013574898640371126 0.0010695468575792019 0.0029072609435654398 0.0022928416766335364 0.0031768461327846284 0.0012276797167179916 0.0022980288048309681 0.00027692747271858113 0.0020678145336747709 0.0025586422066400474 0.0021478792010720033 0.0024587299749485847 0.00050749123477072835 0.00097998649153568083 0.0019737969404225904
leaf_weight=102 52 91 61 89 68 54 70 57 90 57 97 1234 65 72 142
leaf_count=102 52 91 61 89 68 54 70 57 90 57 97 1234 65 72 142
internal_value=0 0.00226652 0.00232676 0.00167456 0.00238943 0.00235975 0.0020228 0.000772386 0.00243316 0.00218231 0.00245677 0.00247988 0.000615405 0.000756021 0.00208099
internal_weight=0 2155 2053 180 1873 1805 323 246 1482 269 1392 1295 194 137 212
internal_count=2401 2155 2053 180 1873 1805 323 246 1482 269 1392 1295 194 137 212
is_linear=0
shrinkage=0.00270699


Tree=2258
num_leaves=12
num_cat=0
split_feature=4 15 2 1 160 475 1 376 4 160 483
split_gain=2.72478 3.70063 1.34959 1.10866 1.38139 1.19445 0.921232 1.4282 1.31588 0.783541 0.775607
threshold=0.36766000000000004 -0.41606999999999994 0.14271500000000001 0.12864500000000004 0.11281500000000001 -0.088274999999999978 0.11530500000000002 0.082945000000000019 0.17982000000000001 -0.067104999999999984 -0.17649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 -1 7 8 -7 -2 -6
right_child=1 -3 -4 -5 10 6 -8 -9 -10 -11 -12
leaf_value=0.00016618614826934079 0.0031915291094283789 -0.0022896839004925614 -0.00024047491214817336 0.0043117016968882271 0.0016300141379552173 0.001992127269988076 0.00014622145361249352 0.0047983369077097913 0.0042872429943262404 0.00072244158323170327 -0.0010393820614062405
leaf_weight=89 60 102 76 52 53 1643 62 53 69 79 63
leaf_count=89 60 102 76 52 53 1643 62 53 69 79 63
internal_value=0 6.23107e-05 0.00188638 0.00196403 0.00190387 0.00200822 0.00209786 0.00216631 0.00208473 0.00178948 0.000178759
internal_weight=0 241 2160 2084 2032 1916 1827 1765 1712 139 116
internal_count=2401 241 2160 2084 2032 1916 1827 1765 1712 139 116
is_linear=0
shrinkage=0.0162644


Tree=2259
num_leaves=12
num_cat=0
split_feature=9 0 3 3 3 3 3 1429 0 12 0
split_gain=2.31265 1.47908 1.32215 1.9433 1.27116 1.49196 0.966055 0.809156 0.782014 0.640156 0.55203
threshold=-1.0000000180025095e-35 -0.22607999999999998 0.20828500000000003 0.077930000000000013 -0.18766499999999997 -0.14443999999999999 -0.11197999999999998 -0.0064149999999999997 0.12358500000000001 -0.036614999999999988 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 -6 -7 -8 -3 -4 -5
right_child=1 2 9 10 5 6 7 -9 -10 -11 -12
leaf_value=-0.0014076709485355324 -0.00034727235148305965 -0.0011428196376356095 0.0010041514562211368 0.0038060134693388356 0.0030390802337389483 -0.00022455264245217351 -0.00025954525155318651 0.0014162176684671148 0.0010843024470358093 -0.0010326298310759645 0.0020021040659803529
leaf_weight=62 102 61 53 73 96 74 55 1651 56 62 56
leaf_count=62 102 61 53 73 96 74 55 1651 56 62 56
internal_value=0 0.00125429 0.00132738 0.0014044 0.0012995 0.00138534 0.00129606 0.00136211 -7.56049e-05 -9.2676e-05 0.00302405
internal_weight=0 2339 2237 2122 1993 1876 1780 1706 117 115 129
internal_count=2401 2339 2237 2122 1993 1876 1780 1706 117 115 129
is_linear=0
shrinkage=0.0136093


Tree=2260
num_leaves=13
num_cat=0
split_feature=0 14 0 49 2 2 51 51 456 1212 1213 159
split_gain=1.90218 1.63318 1.87039 1.74389 1.53994 1.50771 0.802222 2.12104 0.771587 0.810864 1.93269 0.881397
threshold=0.10396000000000001 -0.23083499999999998 -0.14454499999999995 -0.064484999999999987 0.10188000000000001 0.10428500000000002 0.11024000000000002 0.13474500000000003 0.088285000000000016 0.11930500000000001 0.104315 -0.0053599999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -5 8 -8 9 10 11 -4
right_child=4 2 6 5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0030455152688614283 -0.0025053323469862712 0.0020502391616054176 0.0020197835262345813 0.00046957307868462878 0.00059798757167732561 -0.0021139542415061635 -0.0020196905872124095 0.0015569486782757427 0.0025606711771518271 0.0029345640953695002 -0.0011306756062231563 0.001096219239001955
leaf_weight=84 53 55 246 90 81 91 55 84 87 52 72 1330
leaf_count=84 53 55 246 90 81 91 55 84 87 52 72 1330
internal_value=0 0.00110756 0.0010322 -0.000156961 -0.000628317 -0.000828492 0.00117799 0.000140644 0.00125859 0.00119187 0.00113679 0.00124048
internal_weight=0 2246 2162 236 134 181 1926 139 1787 1700 1648 1576
internal_count=2380 2246 2162 236 134 181 1926 139 1787 1700 1648 1576
is_linear=0
shrinkage=0.0141591


Tree=2261
num_leaves=13
num_cat=0
split_feature=1 14 3 13 1 3 14 51 15 3 3 13
split_gain=2.8922 1.37296 1.72441 4.65159 1.76397 1.32591 1.38705 1.01424 0.989833 2.2677 1.18829 0.823806
threshold=0.14741000000000001 -0.072219999999999993 0.11191000000000002 -0.24588999999999997 0.13130500000000003 -0.0047649999999999993 0.057600000000000005 -1.0000000180025095e-35 -0.035449999999999988 -0.11327499999999999 -0.13392999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 8 -7 9 -3 -10 -9
right_child=-2 2 3 -5 -6 7 -8 11 10 -11 -12 -13
leaf_value=0.0024147556159886409 -0.0021086100487195765 -0.0019993242436011018 0.0013463608997823968 -0.0036218117283859314 -0.001353447619100061 0.0004704426616757628 -0.0012311157172956628 0.0014713287609032302 0.0023863270111311326 0.00072885496018478739 0.00098762430426778056 0.0035361784368396444
leaf_weight=92 58 57 80 54 59 54 54 61 116 608 1014 73
leaf_count=92 58 57 80 54 59 54 54 61 116 608 1014 73
internal_value=0 0.000848026 0.000783327 -0.000654696 0.000875329 0.000939952 0.000833406 0.0019871 0.000895592 0.000494801 0.00113133 0.00259725
internal_weight=0 2322 2230 134 2096 2037 1849 188 1795 665 1130 134
internal_count=2380 2322 2230 134 2096 2037 1849 188 1795 665 1130 134
is_linear=0
shrinkage=0.0130808


Tree=2262
num_leaves=11
num_cat=0
split_feature=48 0 12 12 4 4 148 0 13 1447
split_gain=1.72167 1.58893 2.80742 1.95708 1.27874 1.5738 1.12874 1.15148 1.57921 1.16617
threshold=0.13624500000000003 0.10396000000000001 0.086085000000000009 -0.09947499999999998 -0.21586499999999997 -0.13833499999999996 -0.081784999999999983 -0.086544999999999997 -0.095029999999999989 -0.083354999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 8 -8 -9
right_child=-2 2 -4 4 5 6 7 9 -10 -11
leaf_value=0.0027907231351735257 -0.0017078922535510071 -0.0030249719399265988 0.00086581023898344486 0.0023286744411602461 -0.0013599870478988758 0.002556499755921475 0.0014640819803889954 0.0027603111020507156 -2.7235488582184052e-05 0.00082344019795621971
leaf_weight=80 52 53 79 80 65 55 151 56 621 1088
leaf_count=80 52 53 79 80 65 55 151 56 621 1088
internal_value=0 0.00069798 -0.00069534 0.000781795 0.000705777 0.000641941 0.000708032 0.000654897 0.000264279 0.000918374
internal_weight=0 2328 132 2196 2116 2036 1971 1916 772 1144
internal_count=2380 2328 132 2196 2116 2036 1971 1916 772 1144
is_linear=0
shrinkage=0.0130808


Tree=2263
num_leaves=23
num_cat=0
split_feature=1 3 2 12 4 15 2 4 1 2 2 4 4 3 480 131 15 1446 12 2 3 42
split_gain=70.7518 18.5153 7.86438 5.0836 4.40687 4.36988 3.68211 3.49666 3.80409 3.16118 2.95771 2.94947 2.42684 1.96803 1.71943 1.53168 1.5016 1.0588 0.988089 1.71361 0.668238 0.431006
threshold=0.10574000000000001 -0.055839999999999994 0.14721500000000001 0.054520000000000006 0.36766000000000004 -0.11399999999999998 -1.0000000180025095e-35 -0.15450999999999995 0.092810000000000017 0.10981000000000002 0.12293000000000001 0.032965000000000001 -0.15333499999999997 -0.116045 0.086995000000000017 0.090175000000000019 0.097020000000000009 0.082445000000000004 0.090255000000000016 0.11237500000000002 0.0045450000000000013 0.091840000000000019
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 4 6 5 15 -1 -3 -7 20 -8 -11 12 -5 -14 16 -2 17 -15 -13 -20 -9 -18
right_child=1 2 -4 11 -6 7 9 8 -10 10 -12 18 13 14 -16 -17 21 -19 19 -21 -22 -23
leaf_value=0.0026231077262744026 0.0023774292564810243 0.00031819831557623366 -0.00019010753671308344 0.0019094315529085771 0.0011577860896159718 0.0022570937422458832 0.001662645168646947 0.0020789614058615959 0.0010126076288542781 0.0003998477484251613 0.0012447837392745281 0.0022200495105855404 0.0028742558736225663 0.0023811774565429826 0.0019504883703719467 0.0017233399802372039 0.0019402662681009895 0.0027617516087862092 0.0015099731071890974 0.0021876040446886045 0.0016248856006677546 0.002249909417601182
leaf_weight=52 64 71 72 103 63 70 52 53 72 63 69 71 57 925 86 52 72 63 70 52 52 76
leaf_count=52 64 71 72 103 63 70 52 53 72 63 69 71 57 925 86 52 72 63 70 52 52 76
internal_value=0 0.00103024 0.000631506 0.00221718 0.00175849 0.00187995 0.000863609 0.00172337 0.00151213 0.0010739 0.000841747 0.00228118 0.00232684 0.00236044 0.00233644 0.00208448 0.00236564 0.00240548 0.00195408 0.00179905 0.00185437 0.00209948
internal_weight=0 506 327 1874 179 299 255 247 177 184 132 1575 1382 1279 1222 116 1136 988 193 122 105 148
internal_count=2380 506 327 1874 179 299 255 247 177 184 132 1575 1382 1279 1222 116 1136 988 193 122 105 148
is_linear=0
shrinkage=0.00281635


Tree=2264
num_leaves=27
num_cat=0
split_feature=12 2 2 2 12 2 16 49 16 12 2 2 0 34 50 43 16 0 0 16 43 2 475 42 403 42
split_gain=50.6281 20.9719 18.0792 23.2749 8.14664 6.70592 4.67803 3.67352 3.57507 3.08188 2.72116 2.50989 2.38655 2.10421 2.03371 2.79941 1.84562 1.65147 1.56514 1.36416 1.13243 1.12876 0.717361 0.488283 0.114919 0.055684
threshold=0.054520000000000006 0.13631000000000001 0.10859000000000001 -1.0000000180025095e-35 0.099815000000000015 0.14721500000000001 -0.029084999999999996 0.088340000000000016 -0.097499999999999989 0.083825000000000024 0.12162000000000002 0.093565000000000023 -0.15385999999999997 -0.078549999999999995 0.082725000000000007 -0.11278499999999998 -0.050529999999999999 -0.084044999999999995 -0.053259999999999995 -0.082264999999999991 -0.0083249999999999973 0.09857500000000001 -0.082824999999999982 0.083725000000000008 -0.063554999999999987 0.086355000000000015
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 3 13 9 7 12 10 -6 23 -4 -8 -5 -1 15 -11 19 20 21 25 -17 -10 -19 -2 -21 -16
right_child=1 -3 5 6 8 -7 11 -9 18 14 -12 -13 -14 -15 16 17 -18 22 -20 24 -22 -23 -24 -25 -26 -27
leaf_value=0.0016448647334651343 0.0031411428324521185 0.0011668240636893987 0.0010979955544942069 0.0027693087925927647 0.0018060313144312662 0.00068766422859911126 0.0034298323271911265 0.0022101581739976221 0.0028627777229216726 0.002378874564196731 0.0018271534968160705 0.002700144054561857 0.002024941992940235 0.00094053070849942457 0.0030897009412375834 0.0028555740167697284 0.0034575884214927662 0.0030311733400598807 0.0021682111169029194 0.002851508549121284 0.0031316902629217121 0.0024336187337644995 0.0027083050511552019 0.0034850624064695713 0.0026731984092240287 0.0032355044383096574
leaf_weight=62 65 54 81 53 54 69 66 54 97 96 61 63 66 54 52 255 61 54 55 52 172 75 436 54 67 52
leaf_count=62 65 54 81 53 54 69 66 54 97 96 61 63 66 54 52 255 61 54 55 52 172 75 436 54 67 52
internal_value=0 0.00276397 0.00190319 0.00227969 0.00281478 0.00138594 0.00272976 0.00163162 0.00240951 0.00289518 0.00141142 0.00307369 0.0023567 0.00131722 0.00285825 0.00280337 0.00305393 0.00284778 0.00255294 0.00294339 0.00296686 0.00267581 0.00274394 0.00329744 0.00275135 0.00316287
internal_weight=0 1751 629 364 1697 265 248 196 281 1416 142 129 119 116 1297 1013 284 917 227 223 427 172 490 119 119 104
internal_count=2380 1751 629 364 1697 265 248 196 281 1416 142 129 119 116 1297 1013 284 917 227 223 427 172 490 119 119 104
is_linear=0
shrinkage=0.00260187


Tree=2265
num_leaves=9
num_cat=0
split_feature=147 40 151 151 457 49 0 0
split_gain=1.6381 2.4464 1.12912 1.34076 1.52871 2.04553 2.04383 1.09199
threshold=0.092780000000000015 0.0064400000000000004 0.09759000000000001 0.009020000000000002 0.085230000000000014 -0.081589999999999982 -0.18901999999999997 0.047740000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.0010671172746951031 0.0031202044299657602 -0.0019562546362071097 0.002825354160651336 -0.0011937297324815816 0.0026860096124269469 0.003414789238742649 0.00081330320227963513 0.0019567127820620642
leaf_weight=90 61 52 57 52 89 60 1720 163
leaf_count=90 61 52 57 52 89 60 1720 163
internal_value=0 0.000903686 0.000970409 0.000921709 0.000973616 0.000898581 0.000989706 0.000912357
internal_weight=0 2283 2231 2174 2122 2033 1943 1883
internal_count=2344 2283 2231 2174 2122 2033 1943 1883
is_linear=0
shrinkage=0.0133425


Tree=2266
num_leaves=20
num_cat=0
split_feature=12 2 13 13 150 160 14 0 0 40 123 12 2 3 52 160 13 2 40
split_gain=39.861 18.0854 8.16992 6.36761 4.98418 4.9167 3.93674 4.31369 3.89287 3.20762 4.16603 3.02441 1.22392 1.18152 0.860172 0.847708 1.32769 1.16281 0.823557
threshold=-0.010219999999999998 0.114805 -0.10899499999999999 0.059130000000000009 0.10801000000000001 0.041405000000000004 0.062655000000000016 -0.10946999999999998 -0.14822499999999997 -1.0000000180025095e-35 0.085740000000000011 0.091475000000000015 0.096015000000000017 -0.097574999999999981 -1.0000000180025095e-35 -0.012955 -0.05176999999999999 0.106285 -0.078349999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 14 6 9 7 8 -2 10 -1 12 13 -9 -4 16 -13 -17 -12
right_child=1 2 3 -5 -6 -7 -8 11 -10 -11 18 15 -14 -15 -16 17 -18 -19 -20
leaf_value=0.001684636500146205 0.0021982384412222644 0.00040335595837514871 0.0022438415031963118 0.00082007393058503237 0.0015150924654841952 0.001637555375152694 0.0029149124217147924 0.0027284462724352864 0.0012361313250622459 0.00035347332043712414 0.00099083239224171315 0.0021734389677904756 0.0026748991443713817 0.0022981040660135219 0.001790615338076009 0.0022195704440973567 0.0016311917517276989 0.0017815831232402826 0.00049937531985389254
leaf_weight=56 69 52 57 52 78 83 67 55 65 74 53 75 90 776 83 377 70 56 56
leaf_count=56 69 52 57 52 78 83 67 55 65 74 53 75 90 776 83 377 70 56 56
internal_value=0 0.00211372 0.00139438 0.00166263 0.00221242 0.00104662 0.00224439 0.00221686 0.00173177 0.00084128 0.00105987 0.00226021 0.00236069 0.00232662 0.00197536 0.00210005 0.00191187 0.00216299 0.000738617
internal_weight=0 2022 244 192 1778 322 1700 1633 134 239 165 1499 921 831 140 578 145 433 109
internal_count=2344 2022 244 192 1778 322 1700 1633 134 239 165 1499 921 831 140 578 145 433 109
is_linear=0
shrinkage=0.00281635


Tree=2267
num_leaves=25
num_cat=0
split_feature=1 1 12 1 12 40 159 12 51 1 11 1446 0 42 0 1 401 12 12 49 12 12 151 1
split_gain=72.0105 12.6986 7.63516 4.56654 4.43199 3.32279 3.30298 3.21119 3.09059 3.33066 1.5115 1.58893 1.4323 1.41774 1.37262 1.32338 1.04258 1.0156 1.14711 0.911159 0.837001 1.26589 0.739495 0.459897
threshold=0.104035 0.12158500000000001 0.054520000000000006 0.14846500000000004 0.085090000000000013 -0.026419999999999996 0.081925000000000012 0.091475000000000015 -0.096089999999999981 0.093575000000000019 1.0000000180025095e-35 0.088500000000000009 -0.099329999999999988 -0.095859999999999987 -0.075914999999999996 0.079415000000000013 0.082280000000000006 0.083785000000000012 0.08425500000000001 0.10101500000000001 0.092295000000000002 0.093670000000000017 -0.075199999999999989 0.11392000000000001
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 4 8 5 6 -3 22 10 -1 15 11 12 -4 -9 -7 -10 19 -14 -19 20 -15 -22 -2 -6
right_child=1 3 7 -5 23 14 -8 13 9 -11 -12 -13 17 16 -16 -17 -18 18 -20 -21 21 -23 -24 -25
leaf_value=0.0031735019969534035 0.0024468522613809852 0.0010278650655811293 0.0026617728713698493 0.00055073578612065491 0.0024824824686311146 0.0014950843159967032 0.0013265855772095975 0.0033299353270290011 0.0024156593865758487 0.0019452935524627228 0.0036272662785285701 0.0036266049473170593 0.0035088023679085826 0.0026244069536744035 0.0021232165294011434 0.00297142366242817 0.0024877765008868204 0.002715953747553985 0.0031599228309668677 0.0026296038814152267 0.0034000211575090341 0.002942695323177872 0.0019796458687916713 0.0028708691917301338
leaf_weight=56 53 72 52 52 53 57 53 64 76 80 62 57 64 52 59 68 53 53 649 79 61 305 62 52
leaf_count=56 53 72 52 52 53 57 53 64 76 80 62 57 64 52 59 68 53 53 649 79 61 305 62 52
internal_value=0 0.00178746 0.00300539 0.00130511 0.00221139 0.0015136 0.00192138 0.0030843 0.00256814 0.00241666 0.00319047 0.00315949 0.0031269 0.00292224 0.00181483 0.00267832 0.00287474 0.00315843 0.00312645 0.00291594 0.00296999 0.003019 0.00219523 0.00267512
internal_weight=0 513 1831 240 273 188 168 1551 280 224 937 875 818 614 116 144 550 766 702 497 418 366 115 105
internal_count=2344 513 1831 240 273 188 168 1551 280 224 937 875 818 614 116 144 550 766 702 497 418 366 115 105
is_linear=0
shrinkage=0.00287267


Tree=2268
num_leaves=14
num_cat=0
split_feature=9 39 0 15 11 4 3 3 3 15 0 16 0
split_gain=1.34399 1.11735 1.57904 1.19985 1.42423 1.59722 3.50836 4.59068 3.12471 1.9714 1.33992 1.15237 0.670648
threshold=-1.0000000180025095e-35 0.096325000000000008 0.13134000000000004 -0.22805999999999996 0.086080000000000018 -0.096364999999999992 0.091170000000000015 0.12991000000000003 -0.0035149999999999995 0.03981500000000001 0.043875000000000004 -0.078844999999999985 -0.071844999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 9 8 -8 -7 10 -5 -2 -3
right_child=1 12 -4 4 -6 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00078311401453508875 0.003679320117565831 0.0010875725141954011 0.0040547434660159962 -0.00029891370932882109 -0.00083843413783267809 0.0012852259197596169 -0.0045109708265852451 0.001734738843003748 0.0051832212335886918 0.0047079818306116541 0.0031987253369708743 0.00085533255952089358 -0.001376216396592588
leaf_weight=72 103 53 56 55 74 1528 58 57 52 75 52 54 55
leaf_count=72 103 53 56 55 74 1528 58 57 52 75 52 54 55
internal_value=0 0.00138485 0.00146231 0.00139336 0.0012874 0.0013713 0.00122169 -0.00141382 0.00141362 0.00276369 0.00139931 0.00270908 -0.00016559
internal_weight=0 2272 2164 2108 1951 1877 1695 115 1580 182 107 157 108
internal_count=2344 2272 2164 2108 1951 1877 1695 115 1580 182 107 157 108
is_linear=0
shrinkage=0.0156328


Tree=2269
num_leaves=10
num_cat=0
split_feature=147 10 39 14 47 1 1 1 1453
split_gain=1.15751 1.40611 1.58328 1.17722 1.00677 1.45241 1.92547 1.30492 0.81334
threshold=0.092070000000000013 -0.089679999999999982 0.10076500000000001 -1.0000000180025095e-35 0.11069000000000002 0.11224000000000002 0.10574000000000001 0.12180500000000001 -0.07303999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -7 -5
right_child=-2 2 -4 4 -6 7 -8 -9 -10
leaf_value=-0.0012946376204251034 0.0028874613343181938 0.0027060398637842676 -0.00087550162393602697 -0.00049233672725513817 -0.00040245178926673385 0.0037944148728882841 -0.0010623081536089546 0.0010341568974445903 0.0011325975271412412
leaf_weight=55 63 85 87 64 97 72 89 66 1666
leaf_count=55 63 85 87 64 97 72 89 66 1666
internal_value=0 0.000940642 0.000995939 0.00107213 0.00100444 0.00107425 0.000967867 0.00247539 0.0010724
internal_weight=0 2281 2226 2139 2054 1957 1819 138 1730
internal_count=2344 2281 2226 2139 2054 1957 1819 138 1730
is_linear=0
shrinkage=0.0141591


Tree=2270
num_leaves=19
num_cat=0
split_feature=3 3 15 123 15 12 15 49 3 3 12 11 0 156 42 42 3 0
split_gain=52.6378 20.3529 11.0994 11.0569 6.55464 4.1557 3.52644 6.77442 3.21961 4.37534 3.1272 2.94316 3.80063 1.77112 1.09917 0.943403 0.689828 0.362527
threshold=-0.06340999999999998 0.31343500000000007 -0.24042999999999998 1.0000000180025095e-35 -0.13309999999999997 0.08073000000000001 0.016500000000000004 0.047620000000000003 0.11372500000000001 0.077930000000000013 0.10184000000000001 0.078065000000000009 -0.10075499999999998 0.090500000000000011 0.088285000000000016 0.086700000000000013 0.077930000000000013 -0.078664999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 -4 7 8 9 -2 11 12 -7 14 -14 17 -9 -12
right_child=1 -3 5 4 -6 10 -8 16 -10 -11 15 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0010382866665606214 0.0011439647726008413 0.00014149157167333372 0.0015980731140753921 0.00026781152211221903 0.0014172560261005846 0.0018347939188222957 0.0023434130253023894 0.0020351970312894449 0.00082297646337817557 0.0020709413123695575 0.002025305164305716 0.0029181682366442824 0.0025272475342265626 0.0019804369637280795 0.0023433246825592773 0.0017788254476781629 0.0024827083939204012 0.0023481198563052178
leaf_weight=52 81 90 55 65 100 89 84 56 56 81 54 93 764 64 399 69 56 62
leaf_count=52 81 90 55 65 100 89 84 56 56 81 54 93 764 64 399 69 56 62
internal_value=0 0.00138782 0.00232045 0.0015815 0.000964627 0.00236086 0.00182728 0.00169581 0.00140621 0.00160764 0.00238716 0.00243248 0.00239813 0.00243897 0.00246417 0.00204189 0.00225922 0.0021981
internal_weight=0 669 1701 579 165 1649 414 330 218 162 1594 1409 1316 1227 1163 185 112 116
internal_count=2370 669 1701 579 165 1649 414 330 218 162 1594 1409 1316 1227 1163 185 112 116
is_linear=0
shrinkage=0.00281635


Tree=2271
num_leaves=20
num_cat=0
split_feature=2 2 2 0 2 13 11 133 0 0 13 16 133 2 0 0 51 16 13
split_gain=54.291 21.7089 18.7041 15.8733 8.64057 7.27489 6.63505 5.10263 4.59395 4.153 3.39824 2.26668 1.85372 2.401 1.41728 1.36205 1.22285 1.09011 0.620489
threshold=0.13388500000000003 -1.0000000180025095e-35 0.099325000000000011 -0.13740499999999997 0.16730000000000003 -0.053824999999999991 1.0000000180025095e-35 0.086805000000000007 -0.10946999999999998 -0.14216999999999999 -0.088589999999999988 0.21684500000000004 -0.006494999999999999 0.10457000000000001 -0.067094999999999988 -0.18560999999999997 -0.08373499999999999 0.41134500000000007 -0.066659999999999983
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 6 15 5 -2 8 -1 9 -3 -5 14 -12 -14 16 -4 -10 -15 -13
right_child=4 2 3 10 -6 -7 -8 -9 11 -11 12 18 13 17 -16 -17 -18 -19 -20
leaf_value=0.0020600058207924455 0.00086032988565432717 0.0028179120972828529 0.0018324395020205165 0.0019666606611663312 0.00015668236762892592 0.0022624252107995152 0.0038812510509351494 0.00095023750482118967 0.0032956276414718988 0.0017863464688750287 0.0023636395804987114 0.002837683967074052 0.002335325171721931 0.0032630029615738874 0.0034534771532195858 0.001264377144654826 0.0029600144116025168 0.0028149948158365011 0.0024444011254420961
leaf_weight=97 66 83 62 53 57 57 62 53 100 53 76 62 52 91 58 81 1039 92 76
leaf_count=97 66 83 62 53 57 57 62 53 100 53 76 62 52 91 58 81 1039 92 76
internal_value=0 0.00272336 0.00280093 0.00232235 0.00108185 0.00151033 0.00295919 0.00166809 0.00292031 0.00241613 0.00264105 0.00297165 0.00275588 0.0028826 0.00301201 0.00151088 0.00298951 0.00303794 0.00262132
internal_weight=0 2190 2040 507 180 123 1533 150 1471 136 364 1335 311 235 1197 143 1139 183 138
internal_count=2370 2190 2040 507 180 123 1533 150 1471 136 364 1335 311 235 1197 143 1139 183 138
is_linear=0
shrinkage=0.00287267


Tree=2272
num_leaves=10
num_cat=0
split_feature=2 149 2 40 39 457 1 13 1454
split_gain=2.70597 1.60588 1.04776 1.03112 1.43598 0.888285 2.9004 0.917766 0.874266
threshold=0.16730000000000003 0.079625000000000015 -0.087244999999999975 -0.080884999999999985 0.095830000000000012 0.080930000000000016 0.088080000000000006 -0.16392499999999996 0.081720000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5 -9
right_child=-2 -3 3 4 -6 6 -8 8 -10
leaf_value=-0.00050082579803070043 -0.0019440918599692443 0.0036391653464983064 0.0026550084089067608 -0.00019502330080564529 -0.00075735234784889615 0.0017620189976305593 -0.0024304893638739692 0.0014115225733311021 5.3897829722761413e-05
leaf_weight=77 57 52 91 82 79 83 55 1693 101
leaf_count=77 57 52 91 82 79 83 55 1693 101
internal_value=0 0.00117777 0.00112109 0.00117834 0.00111407 0.00118755 8.99964e-05 0.00126821 0.00133517
internal_weight=0 2313 2261 2184 2093 2014 138 1876 1794
internal_count=2370 2313 2261 2184 2093 2014 138 1876 1794
is_linear=0
shrinkage=0.0141591


Tree=2273
num_leaves=17
num_cat=0
split_feature=4 3 39 15 11 4 11 2 13 159 15 457 2 13 43 4
split_gain=75.5242 26.7851 14.6064 7.91667 6.42147 5.98733 4.94275 4.09135 3.88708 3.35797 2.87563 2.39973 2.91917 4.04604 2.82196 0.997456
threshold=0.36766000000000004 0.20828500000000003 0.0095750000000000019 -0.42759999999999992 1.0000000180025095e-35 0.42098500000000005 0.085630000000000026 0.10836000000000003 -0.0095949999999999976 0.10607000000000001 -0.025694999999999999 0.080930000000000016 0.074875000000000011 -0.00038499999999999998 -0.15109999999999998 0.053255000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 7 -5 -6 11 -4 -2 15 12 13 -1 -14 -9
right_child=3 -3 8 5 6 -7 -8 10 -10 -11 -12 -13 14 -15 -16 -17
leaf_value=0.0027333762944876279 0.0019515611674989382 0.0010073372005603839 0.0023269882065234835 0.0011907378597184215 0.0038516764801778828 4.3957478622684325e-05 0.0028620412327321539 0.0028968717705276127 0.0015234983544337075 0.0011224030743242591 0.0020443686300856442 0.0023838931700360826 0.0034363992801805477 0.0021012366662222868 0.0028297492718136882 0.0024032397049887182
leaf_weight=328 76 63 84 69 59 52 75 56 74 55 93 103 53 83 994 53
leaf_count=328 76 63 84 69 59 52 75 56 74 55 93 103 53 83 994 53
internal_value=0 0.00264637 0.0026966 0.00116897 0.0027587 0.000698132 0.00329798 0.0027177 0.00195084 0.00160365 0.00237514 0.00276201 0.0027887 0.00260578 0.00286048 0.0026571
internal_weight=0 2118 2055 252 1897 121 134 1763 158 131 202 1561 1458 411 1047 109
internal_count=2370 2118 2055 252 1897 121 134 1763 158 131 202 1561 1458 411 1047 109
is_linear=0
shrinkage=0.00255085


Tree=2274
num_leaves=18
num_cat=0
split_feature=2 49 43 12 3 13 4 2 4 16 3 156 13 3 2 156 4
split_gain=2.09219 1.56897 0.995268 1.27267 2.70372 2.94432 1.18038 3.72314 2.73407 3.65627 0.982673 1.3233 1.08249 0.926788 1.02724 0.873114 0.576109
threshold=0.16730000000000003 -0.15378499999999998 -0.09583499999999999 0.079570000000000016 -0.0063999999999999986 -0.009329999999999998 0.076415000000000025 0.11693000000000002 -0.030434999999999993 -0.057579999999999992 -0.23303499999999996 0.092385000000000009 0.034905000000000012 -0.14443999999999999 0.095935000000000006 0.085835000000000009 -0.028814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 5 -4 8 -8 -6 -10 -5 12 15 -3 16 -12 -15
right_child=-2 2 3 10 6 -7 7 -9 9 -11 11 -13 -14 14 -16 -17 -18
leaf_value=0.0029396509298753137 -0.0013801802596080462 0.0031433632007968897 0.00082180833426731569 0.0027342523582895148 0.0019442080120801166 -0.002781385346899114 0.0035702380381241478 -0.00038044358210668008 0.0011864202737847552 -0.003442346239915866 0.0011090357971378366 -0.00066441009005428352 -0.00029060339184563673 0.002457569622520756 6.3315770592472996e-05 0.0024230998500600525 0.00090342701833392514
leaf_weight=68 57 56 67 55 88 77 83 69 56 52 1171 70 82 103 70 86 60
leaf_count=68 57 56 67 55 88 77 83 69 56 52 1171 70 82 103 70 86 60
internal_value=0 0.00105712 0.00100004 0.000898133 0.000344515 -0.00110397 0.000944273 0.00177595 0.000298611 -0.001041 0.00108409 0.00101958 0.00110772 0.00168927 0.00133921 0.00119905 0.00188632
internal_weight=0 2313 2245 1956 492 144 348 152 196 108 1464 1409 1339 289 233 1257 163
internal_count=2370 2313 2245 1956 492 144 348 152 196 108 1464 1409 1339 289 233 1257 163
is_linear=0
shrinkage=0.0125729


Tree=2275
num_leaves=12
num_cat=0
split_feature=14 3 132 2 475 3 0 3 1 1 12
split_gain=2.5169 1.07361 1.2075 1.64064 1.63565 1.05636 2.59545 1.13893 1.03603 0.775676 0.531656
threshold=-0.31455999999999995 0.30112000000000005 0.089075000000000015 -0.079939999999999983 -0.088274999999999978 0.102425 -0.14216999999999999 0.084735000000000019 0.11570500000000002 0.079020000000000021 0.09302500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 8 -6 10 -4
right_child=1 -3 9 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.001596322037259876 0.0041978416054486399 -0.0003526511814279961 0.0018840873266174106 -0.00073509721790505878 0.0016472211990893292 0.0056938039316070839 0.00075062615700935279 -0.00056943588414102382 0.00010043652851032582 -0.0014708780772177252 -0.00034353928775246733
leaf_weight=80 59 95 62 87 1542 53 60 71 124 56 52
leaf_count=80 59 95 62 87 1542 53 60 71 124 56 52
internal_value=0 0.00133819 0.00141243 0.00152451 0.00144299 0.00154551 0.00307064 0.00144619 0.0015322 9.54879e-05 0.000866454
internal_weight=0 2261 2166 1996 1937 1850 113 1737 1666 170 114
internal_count=2341 2261 2166 1996 1937 1850 113 1737 1666 170 114
is_linear=0
shrinkage=0.0162644


Tree=2276
num_leaves=21
num_cat=0
split_feature=15 12 15 48 147 52 52 15 41 11 12 11 52 133 52 15 14 52 15 15
split_gain=50.448 19.6241 6.13381 5.93541 5.25332 4.66231 7.49223 4.65413 2.34119 7.9061 2.15401 2.00027 1.91959 2.52585 1.78705 2.29898 1.67726 1.46545 0.922435 0.843839
threshold=-0.25061999999999995 0.077755000000000005 0.13106500000000001 0.092265000000000014 0.08289500000000001 -0.069694999999999993 -0.089014999999999983 -0.42759999999999992 0.079395000000000007 1.0000000180025095e-35 0.095815000000000011 0.086080000000000018 -0.087769999999999987 0.082925000000000013 -0.082824999999999996 0.054100000000000002 -0.45687499999999998 0.060365000000000009 0.11124000000000002 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 8 4 5 6 -2 16 9 10 12 -11 13 -3 -12 -16 -1 -7 -14 -5
right_child=1 2 -4 19 -6 17 -8 -9 -10 11 14 -13 18 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0016514069882975235 0.0024404885001775628 0.0020281969193717848 0.0016354460927976095 0.001119970746114396 0.0014391840849701681 0.0029236845151258749 0.001132626783670841 0.00032903283929294362 0.0020514375863490441 0.0037668985911891006 0.0027610612282705071 0.0029987042431346531 0.0027214947550215905 0.0026829102502239533 0.0020195615555524925 0.0025452377639616649 0.0010204571952190599 0.0023125888619309285 0.0023345473182760077 0.0016141095996597763
leaf_weight=54 92 86 52 56 73 78 56 61 56 53 80 56 868 104 135 131 89 53 53 55
leaf_count=54 92 86 52 56 73 78 56 61 56 53 80 56 868 104 135 131 89 53 53 55
internal_value=0 0.00244713 0.00258912 0.0019337 0.00211292 0.00228909 0.00194583 0.000981019 0.00261967 0.00263998 0.00258515 0.00337251 0.00264584 0.00238672 0.00239021 0.00227856 0.00125893 0.00267668 0.00269926 0.00136509
internal_weight=0 2137 1674 463 352 279 148 204 1622 1566 1457 109 1111 190 346 266 143 131 921 111
internal_count=2341 2137 1674 463 352 279 148 204 1622 1566 1457 109 1111 190 346 266 143 131 921 111
is_linear=0
shrinkage=0.00281635


Tree=2277
num_leaves=19
num_cat=0
split_feature=2 2 2 2 0 16 16 11 0 13 0 47 13 48 480 402 13 2
split_gain=49.4957 17.7761 8.6371 7.35995 9.28129 7.14913 5.14158 4.48408 4.55515 3.66687 3.14974 2.48919 2.06988 1.3818 1.22885 1.53733 0.909551 0.606589
threshold=0.11461500000000001 -1.0000000180025095e-35 0.14271500000000001 0.10527500000000002 -0.076639999999999986 -0.059624999999999991 -0.083104999999999984 1.0000000180025095e-35 -0.10891999999999999 -0.070834999999999995 -0.14310999999999999 0.09550500000000002 -0.089024999999999979 0.082665000000000016 0.086995000000000017 0.10874500000000002 -0.061199999999999991 0.10925000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 7 -5 -1 -2 8 10 -8 13 14 -4 -3 15 -10 -13 -6
right_child=2 3 12 4 17 -7 9 -9 11 -11 -12 16 -14 -15 -16 -17 -18 -19
leaf_value=0.0011895225074490033 0.0013364886296915351 0.0029968874647843626 0.00056325734141450025 0.0015760341727554153 0.002578877680119415 0.002435818883189778 0.0016138019757968205 0.0034929754839309727 0.0029118034173106636 0.002564862239558379 0.0018304295060637083 0.0026912589138350092 0.001281418972035673 0.0023299087945029199 0.0026025220845022293 0.0033544395876550369 0.0022023130526148209 0.0030052314541776284
leaf_weight=82 84 52 55 89 52 71 52 86 1062 95 59 81 84 52 99 70 53 63
leaf_count=82 84 52 55 89 52 71 52 86 1062 95 59 81 84 52 99 70 53 63
internal_value=0 0.00270902 0.00156375 0.00278819 0.00227333 0.00176807 0.00190436 0.00285325 0.00281722 0.00222864 0.00236227 0.00287153 0.000997475 0.00266369 0.00291215 0.0029392 0.0024981 0.00281271
internal_weight=0 1971 370 1818 204 153 231 1614 1528 147 163 1365 139 104 1231 1132 134 115
internal_count=2341 1971 370 1818 204 153 231 1614 1528 147 163 1365 139 104 1231 1132 134 115
is_linear=0
shrinkage=0.00287267


Tree=2278
num_leaves=10
num_cat=0
split_feature=3 124 39 41 4 52 0 1210 1210
split_gain=2.32785 1.05805 1.85503 1.068 1.35577 2.12282 1.48319 0.918867 1.0431
threshold=0.31343500000000007 0.0049200000000000008 0.10508500000000001 0.083975000000000008 -0.38908499999999996 -0.12329499999999999 0.024745000000000003 -0.081594999999999987 -0.05860499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -9
right_child=-2 -3 -4 -5 6 -7 -8 8 -10
leaf_value=0.0014034604373989324 -0.00089021582214809339 -0.00058642099861639621 0.0040670291635547503 -0.00049559651929459707 0.0028229564433984674 0.0050290045887593608 -0.00096271934880710018 -0.00061085137084943041 0.0013730917136758601
leaf_weight=90 99 56 54 63 88 54 58 57 1722
leaf_count=90 99 56 54 63 88 54 58 57 1722
internal_value=0 0.00137184 0.00142208 0.00135501 0.00141144 0.00276411 0.00131017 0.00138086 0.00130944
internal_weight=0 2242 2186 2132 2069 144 1925 1867 1779
internal_count=2341 2242 2186 2132 2069 144 1925 1867 1779
is_linear=0
shrinkage=0.0144423


Tree=2279
num_leaves=15
num_cat=0
split_feature=4 3 123 3 12 11 3 3 16 15 4 158 11 160
split_gain=73.5779 19.6561 11.6148 4.61514 4.54561 5.07688 5.18203 2.71468 2.54379 2.91431 1.79221 2.5491 1.40876 1.21684
threshold=0.30163500000000004 0.30112000000000005 0.081180000000000016 0.32329500000000005 0.11589000000000001 1.0000000180025095e-35 -0.11756999999999999 -0.011659999999999998 -0.51433499999999988 -0.45726999999999995 0.024315000000000003 1.0000000180025095e-35 0.086080000000000018 0.085545000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 -1 -4 -2 -10 13 -12 -7 -8
right_child=3 -3 7 -5 -6 12 10 -9 9 -11 11 -13 -14 -15
leaf_value=0.0017768008786410246 0.001536960044547057 0.0009085555316819487 0.0012378869033865189 0.00027595370469151267 0.0019668961783972485 0.0032879665320731275 0.0026018956330636795 0.0020472593464893928 0.0012423093910541377 0.00046522909944594649 0.0021888700256311984 0.0027830561233279888 0.0027458272942086151 0.002330173535775614
leaf_weight=63 71 56 54 53 96 72 1235 59 81 55 194 66 61 125
leaf_count=63 71 56 54 53 96 72 1235 59 81 55 194 66 61 125
internal_value=0 0.00242995 0.002472 0.000961722 0.00251994 0.00254916 0.00251039 0.00166073 0.00113717 0.000928253 0.0025389 0.00233981 0.00303953 0.00257694
internal_weight=0 2081 2025 260 1912 1816 1683 113 207 136 1620 260 133 1360
internal_count=2341 2081 2025 260 1912 1816 1683 113 207 136 1620 260 133 1360
is_linear=0
shrinkage=0.00260187


Tree=2280
num_leaves=13
num_cat=0
split_feature=1 39 34 150 48 1 49 1 1 13 13 1
split_gain=2.14775 2.58107 1.32615 1.20407 1.51814 1.48646 1.07596 1.1165 1.67554 1.31107 0.831649 0.634838
threshold=0.12007000000000002 0.090455000000000021 -1.0000000180025095e-35 0.08926000000000002 -0.0046349999999999994 0.096300000000000011 -0.086904999999999996 0.11039500000000001 0.10574000000000001 0.25137500000000007 -0.083034999999999984 0.13368000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 4 -4 10 -6 8 9 -8 -5 -2
right_child=1 -3 3 5 6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0031577683465684458 -0.0026261161512359408 0.0015567735948308452 0.0030673325154649601 -0.00040470164469247365 -0.00091579297338255134 -0.0017782395899942017 0.0011942997522721667 0.0025983438862835473 -0.0010591282321000372 -0.0010458464787902748 0.0019826908076317142 -0.00074043434714630703
leaf_weight=58 53 91 75 52 52 63 1518 92 71 52 61 99
leaf_count=58 53 91 75 52 52 63 1518 92 71 52 61 99
internal_value=0 -0.000291443 0.00108678 0.00102771 0.00113156 -6.89173e-05 0.00105014 0.00110921 0.00102564 0.00112001 0.000882756 -0.00139892
internal_weight=0 243 2094 2036 1860 176 1785 1733 1641 1570 113 152
internal_count=2337 243 2094 2036 1860 176 1785 1733 1641 1570 113 152
is_linear=0
shrinkage=0.0138815


Tree=2281
num_leaves=13
num_cat=0
split_feature=3 159 1 51 1446 159 43 50 2 159 2 43
split_gain=2.5514 1.62597 1.16882 1.09664 0.985374 1.03683 1.60531 1.36791 1.46869 1.11584 0.65335 0.296293
threshold=0.11745500000000002 0.090175000000000019 0.13075500000000004 0.11794000000000002 0.090300000000000005 -0.023134999999999996 -0.04009999999999999 -0.23452499999999996 -0.023999999999999997 0.11819000000000002 0.11556500000000001 -0.077604999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 6 11 -7 -9 -10 -2 -1
right_child=1 -3 -4 -5 -6 7 -8 8 9 -11 -12 -13
leaf_value=0.0016456333481728901 -0.0005564996416481668 0.0012954235588474407 -0.0006648798215147687 0.0025085520829176491 -0.00054286612406577071 0.0031843446444154017 0.0037455654266001044 0.0030060209431903235 0.00081383968806761765 -0.0012438588327152618 -0.002636611914462174 0.00027899133828248923
leaf_weight=78 57 53 89 99 88 53 71 62 1501 57 71 58
leaf_count=78 57 53 89 99 88 53 71 62 1501 57 71 58
internal_value=0 -0.000830179 0.000954618 0.00102442 0.000949687 0.00101963 0.00198447 0.000900162 0.000825337 0.000738459 -0.00171152 0.00106393
internal_weight=0 181 2156 2067 1968 1880 207 1673 1620 1558 128 136
internal_count=2337 181 2156 2067 1968 1880 207 1673 1620 1558 128 136
is_linear=0
shrinkage=0.0144423


Tree=2282
num_leaves=18
num_cat=0
split_feature=1 52 1 14 3 12 3 3 10 151 12 49 160 42 150 3 15
split_gain=88.0465 17.6013 11.2056 10.542 7.93197 4.70702 3.87944 3.62837 2.98135 2.98032 1.93889 2.2231 1.61019 1.56323 1.55151 1.11337 0.9098
threshold=0.104035 -0.41304999999999997 0.11869500000000001 0.054835000000000009 -0.029309999999999996 -0.092644999999999991 -0.15315499999999996 0.102425 -0.0069899999999999988 -0.0033899999999999994 0.090465000000000004 0.10470500000000001 -1.0000000180025095e-35 -0.08266999999999998 0.10781 -0.078484999999999985 -0.22805999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 -1 -7 10 -4 -6 14 13 -10 -12 15 -8 -14
right_child=1 2 8 -5 9 6 7 -9 12 -11 11 -13 16 -15 -16 -17 -18
leaf_value=0.001489693023692316 0.0024470421962989879 0.0019114999829880611 -4.8149658251977566e-05 0.0032959899752455155 0.0013465842582229587 0.0016609100168780175 0.0023490521793347874 0.0016002036426926061 0.00095322032115324816 0.00054528120331711217 0.0025148339913758262 0.0017350714403996739 0.00025650246526290235 0.0021664934452166906 0.001933419070799828 0.0025835196228025199 0.00071055147222190852
leaf_weight=58 54 88 53 64 56 74 721 53 73 72 110 68 66 446 53 173 55
leaf_count=58 54 88 53 64 56 74 721 53 73 72 110 68 66 446 53 173 55
internal_value=0 0.00104101 0.000876965 0.00225784 0.00130989 0.00221999 0.00224492 0.00227151 0.000498261 0.000896068 0.00229414 0.00218097 0.000647681 0.00223546 0.00236868 0.00239446 0.000463118
internal_weight=0 517 463 1820 216 1756 1698 1624 247 128 1571 624 194 556 947 894 121
internal_count=2337 517 463 1820 216 1756 1698 1624 247 128 1571 624 194 556 947 894 121
is_linear=0
shrinkage=0.00260187


Tree=2283
num_leaves=19
num_cat=0
split_feature=1 52 1 12 16 12 150 16 52 41 16 1429 16 43 52 16 16 13
split_gain=60.0128 16.9466 7.2932 7.85928 4.60091 3.40286 2.95936 2.99785 2.86105 2.69918 2.5118 2.1194 1.88431 3.68348 2.10954 1.53792 1.12758 0.978684
threshold=0.10141500000000002 -0.41304999999999997 0.12719000000000003 1.0000000180025095e-35 -0.082559999999999981 0.11769500000000001 0.10801000000000001 0.21684500000000004 -0.53937999999999986 0.075585000000000013 -0.34140499999999996 0.084770000000000012 -0.019164999999999998 -0.040789999999999993 0.11379500000000002 0.31481000000000009 -0.4714549999999999 -0.0073499999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 10 16 6 7 9 -9 11 -3 12 14 -14 -1 -10 -4 -12
right_child=1 2 4 -5 -6 -7 -8 8 15 -11 17 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0022481554255370981 0.0023957979084403666 0.0013060975682274824 0.00038206520820488411 0.0018309489015378372 0.00099663759094302247 0.0014541186064868043 0.0016083503713775393 0.0024317636073125635 0.0014018636395541784 0.0027779089489155871 0.00083139506474716549 0.001725874470564047 0.0022237124027378674 0.0028316251633129989 0.001878814853617532 0.001988997668712085 -0.00020524239317405444 0.0003449278684419539
leaf_weight=755 73 73 52 103 77 54 70 58 79 79 94 66 244 125 155 70 56 54
leaf_count=755 73 73 52 103 77 54 70 58 79 79 94 66 244 125 155 70 56 54
internal_value=0 0.00110115 0.000915418 0.00117532 0.000460081 0.00216576 0.00218833 0.00221321 0.00188928 0.00226027 0.00086961 0.00222985 0.00225583 0.00242973 0.00218528 0.0016779 7.72514e-05 0.000654108
internal_weight=0 582 509 324 185 1755 1701 1631 207 1424 221 1345 1279 369 910 149 108 148
internal_count=2337 582 509 324 185 1755 1701 1631 207 1424 221 1345 1279 369 910 149 108 148
is_linear=0
shrinkage=0.00287267


Tree=2284
num_leaves=23
num_cat=0
split_feature=4 1 3 1 14 2 15 3 3 0 0 0 159 12 15 4 3 2 2 12 15 4
split_gain=89.7449 26.5447 15.5684 7.15729 6.02632 4.31192 4.04001 2.4257 2.82808 1.7948 3.51004 1.94343 1.74617 1.88168 1.39112 1.23074 1.0395 0.829038 1.54675 0.978028 0.808464 0.485902
threshold=0.30163500000000004 0.104035 -0.048154999999999996 0.12007000000000002 0.062655000000000016 0.093255000000000018 -0.42759999999999992 -0.0047649999999999993 0.15251000000000001 -0.14216999999999999 -0.10075499999999998 -0.075914999999999996 0.018290000000000004 0.085465000000000013 0.03981500000000001 0.42953500000000006 -0.0062049999999999996 0.10097500000000002 0.095935000000000006 0.095565000000000011 -0.10165999999999999 -0.015464999999999998
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 4 21 15 5 9 -5 -4 -9 -1 -11 20 13 16 -13 -2 -7 18 -15 -19 -12 -3
right_child=3 2 7 6 -6 12 -8 8 -10 10 11 14 -14 17 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.003437508193353994 0.0012407743894516019 0.0029268519027212427 0.0009632843685509349 0.0010069743110510032 0.0037360851395541405 0.0019577294419871154 5.1074593143200001e-05 0.0021278400008184531 0.001210023607228893 0.0022007702143744465 0.0026859744642319205 0.0023773087389101825 0.0030241824079188418 0.0028468282641671496 0.0029137646992634636 0.0018288761076878605 0.0025227556348903914 0.003058626048189714 0.0022374736760291114 0.0026482657792582789 0.0030234927182367232 0.0025498383436376735
leaf_weight=56 63 62 62 75 63 53 66 53 54 52 62 74 80 58 82 52 52 69 79 148 870 52
leaf_count=56 63 62 62 75 63 53 66 53 54 52 62 74 80 58 82 52 52 69 79 148 870 52
internal_value=0 0.00275267 0.00195059 0.000985369 0.0028789 0.00284776 0.000559745 0.0014077 0.00166492 0.00294223 0.00291788 0.00295212 0.00263808 0.00257072 0.00265948 0.00150696 0.00223784 0.00266937 0.00249567 0.00277889 0.00300107 0.00275514
internal_weight=0 2081 283 256 1798 1735 141 169 107 1196 1140 1088 539 459 156 115 105 354 137 217 932 114
internal_count=2337 2081 283 256 1798 1735 141 169 107 1196 1140 1088 539 459 156 115 105 354 137 217 932 114
is_linear=0
shrinkage=0.00281635


Tree=2285
num_leaves=18
num_cat=0
split_feature=10 2 15 2 480 1447 15 15 133 12 160 43 475 12 1 133 43
split_gain=1.67905 1.51412 1.5898 3.48745 1.28525 1.17296 0.982419 3.57588 1.96777 1.99945 1.7528 1.40905 2.00473 0.9941 0.922662 0.890389 0.574274
threshold=0.058500000000000003 0.13443000000000002 -0.035449999999999988 0.15855000000000002 -0.068944999999999992 -0.085804999999999979 0.029300000000000003 -0.008094999999999998 0.032620000000000003 0.083935000000000023 -0.065924999999999997 -0.10961499999999998 -0.0029899999999999996 0.054520000000000006 0.088950000000000015 0.11259500000000001 -0.023454999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 7 11 9 -8 -9 -7 -13 -12 -11 -10 -17
right_child=-2 2 -4 -5 5 6 8 10 15 14 13 12 -14 -15 -16 16 -18
leaf_value=0.00291201400778285 -0.0010884979536378351 -0.00083543777920044599 -0.0018085447440561152 0.0032497366946480904 -0.00036738235684715076 0.002762684819581732 0.0039774067977404 -0.0021868450716220609 -0.00047842851731544518 0.0013916588657741202 -0.0010839061616013102 0.0022892232556011786 0.00083176245458775643 0.00099693224071245048 0.0027390565895345389 0.001652891334890261 0.00021316767073477656
leaf_weight=68 56 85 53 54 77 96 70 65 76 358 56 192 672 103 104 121 69
leaf_count=68 56 85 53 54 77 96 70 65 76 358 56 192 672 103 104 121 69
internal_value=0 0.00111352 4.35013e-05 0.000750643 0.00121005 0.00115378 0.00121294 0.000982827 0.00155419 0.00199579 -0.000447141 0.00131663 0.0011558 0.000263214 0.00169526 0.000670481 0.00113075
internal_weight=0 2319 192 139 2127 2059 1982 1184 798 532 224 960 864 159 462 266 190
internal_count=2375 2319 192 139 2127 2059 1982 1184 798 532 224 960 864 159 462 266 190
is_linear=0
shrinkage=0.0125729


Tree=2286
num_leaves=21
num_cat=0
split_feature=3 42 148 48 0 0 52 0 3 52 157 52 49 3 41 49 12 150 49 484
split_gain=1.69314 2.62391 1.90115 1.7977 2.41555 1.16048 1.99831 2.71569 1.551 1.14877 1.89087 1.9635 1.09032 0.972315 1.11914 0.835214 1.36907 0.754057 0.534616 0.668496
threshold=-0.057369999999999997 0.11214000000000002 -0.080384999999999984 -1.0000000180025095e-35 -0.23070499999999997 -0.13740499999999997 0.092650000000000024 -0.10220499999999998 -0.0098449999999999979 -0.062629999999999977 -0.08205999999999998 -0.093914999999999985 -0.00035499999999999996 -0.16048499999999996 0.077565000000000009 0.082565000000000013 0.091865000000000016 0.082295000000000021 -0.0084099999999999991 -0.085604999999999987
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 3 -1 -2 -5 12 7 -7 -9 10 -4 15 -6 -11 17 16 -12 18 -15 -20
right_child=1 -3 9 4 5 6 -8 8 -10 13 11 -13 -14 14 -16 -17 -18 -19 19 -21
leaf_value=0.0036976923789745946 -0.0013392814976009191 -0.0022903907011937166 0.002348746564953509 0.0037107919977181448 0.00091590028560473808 0.004361066844087819 -0.0010608115036163299 0.0024448294242678014 7.6497085757780159e-05 0.0030865800930543253 -0.0014987736884136461 -0.0019841865439155842 -0.0015081680892187863 3.838136294070311e-05 -0.0006951118215097207 0.0016388538288707052 0.0011643848289799906 0.0025275725351456917 0.0027344094170055917 0.0012020141643859302
leaf_weight=54 74 62 77 52 62 52 67 79 146 54 66 73 77 68 54 86 78 87 56 951
leaf_count=54 74 62 77 52 62 52 67 79 146 54 66 73 77 68 54 86 78 87 56 951
internal_value=0 0.000376331 0.00118377 0.000648059 0.000923215 0.000622802 0.00104697 0.00155731 0.000908691 0.00110141 0.000444348 -3.91286e-05 -0.000425884 0.00129789 0.00121834 0.000577584 -5.52206e-05 0.00130739 0.00120851 0.00128738
internal_weight=0 671 1704 609 535 483 344 277 225 1650 380 303 139 1270 1216 230 144 1162 1075 1007
internal_count=2375 671 1704 609 535 483 344 277 225 1650 380 303 139 1270 1216 230 144 1162 1075 1007
is_linear=0
shrinkage=0.0136093


Tree=2287
num_leaves=19
num_cat=0
split_feature=3 157 4 3 50 157 157 2 4 40 4 11 4 151 3 1447 484 2
split_gain=1.22375 2.00642 1.4687 1.38081 1.5962 1.33918 1.58186 1.0173 1.49107 0.994042 0.992995 0.931293 0.906217 0.868236 1.47225 0.866148 0.817581 0.661014
threshold=-0.049204999999999992 -0.080299999999999996 -0.47860499999999995 -0.022604999999999997 0.087730000000000016 -0.08205999999999998 -0.06588999999999999 -0.0091949999999999983 0.11057000000000002 -0.047054999999999993 0.016695000000000005 0.085630000000000026 -0.019569999999999997 -0.086944999999999981 -0.16228999999999996 -0.085804999999999979 0.079595000000000013 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 7 12 -7 -5 10 -10 -9 13 -1 -8 -15 -16 -17 -14
right_child=1 2 3 4 -6 6 11 8 9 -11 -12 -13 17 14 15 16 -18 -19
leaf_value=0.0038006385879783247 -0.0023602174113818504 0.0027957167618644038 0.0023047446540672726 -0.001308988987078706 -0.002292339075949567 -0.0013510948060772351 -0.000375493645072513 0.00085761693829264937 -0.0018341524024717741 0.00050021267098134979 0.0031861811459551982 -0.00040460249238797263 0.00046860400293139212 0.0035648483747414725 -0.00068688003277393641 0.0010704327864575654 0.0026585362053054367 0.0026160839771675079
leaf_weight=54 54 55 64 65 54 62 79 126 59 107 55 92 60 52 55 1150 72 60
leaf_count=54 54 55 64 65 54 62 79 126 59 107 55 92 60 52 55 1150 72 60
internal_value=0 0.0003029 0.00054899 0.000315548 4.20229e-05 0.00104252 0.000908478 0.000348357 0.000659255 -0.000328543 0.00156604 0.00100198 0.00224497 0.00109399 0.00118146 0.00108429 0.00116413 0.00154363
internal_weight=0 639 585 530 466 1736 1562 412 347 166 181 1500 174 1408 1329 1277 1222 120
internal_count=2375 639 585 530 466 1736 1562 412 347 166 181 1500 174 1408 1329 1277 1222 120
is_linear=0
shrinkage=0.0144423


Tree=2288
num_leaves=19
num_cat=0
split_feature=1 12 4 39 14 13 12 1 147 1 0 40 15 1 403 475 12 15
split_gain=146.467 24.2171 21.5313 17.1779 11.0683 8.56576 8.05459 7.13778 4.31741 3.954 3.46715 4.31536 3.17186 3.11128 3.02505 2.53523 2.23594 1.54756
threshold=0.10538500000000002 0.087245000000000003 0.36766000000000004 0.081875000000000017 0.062655000000000016 -0.0042049999999999995 0.11769500000000001 0.092655000000000015 0.087210000000000024 0.11646000000000002 -0.10220499999999998 -0.063404999999999989 1.0000000180025095e-35 0.11323000000000001 -0.081354999999999997 -0.095964999999999981 0.083785000000000012 0.11315500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 9 4 6 10 8 -5 12 -3 -2 -12 14 -7 -1 -16 -14 -18
right_child=1 2 -4 7 -6 13 -8 -9 -10 -11 11 -13 16 -15 15 -17 17 -19
leaf_value=0.0022518167498383015 0.00096589062880193691 0.0031012603363565166 0.00067236309888915374 0.002488400326915107 0.0039424664271867698 0.00090250868601109743 0.0019093727733826373 0.001136420101541191 0.002134118430563985 0.0021571932465780401 0.00075750486414249366 -0.00016959586476412292 0.0035069980674475323 0.0017298690935123805 0.0033766048286540114 0.0027882363221288821 0.0030233888466240704 0.0026555595186546991
leaf_weight=67 79 63 54 52 64 53 61 54 52 58 66 70 59 74 54 681 624 90
leaf_count=67 79 63 54 52 64 53 61 54 52 58 66 70 59 74 54 681 624 90
internal_value=0 0.00125187 0.0020392 0.00281771 0.00287928 0.000848912 0.00283895 0.00179992 0.00287378 0.00264896 0.000532228 0.000280116 0.00289819 0.00138481 0.00278311 0.0028315 0.00301755 0.00297706
internal_weight=0 517 175 1858 1752 342 1688 106 1627 121 215 136 1575 127 802 735 773 714
internal_count=2375 517 175 1858 1752 342 1688 106 1627 121 215 136 1575 127 802 735 773 714
is_linear=0
shrinkage=0.00260187


Tree=2289
num_leaves=28
num_cat=0
split_feature=3 16 3 43 475 16 16 16 49 123 16 16 52 52 12 16 48 16 1209 156 156 43 43 12 43 3 43
split_gain=1.16155 1.32395 1.65352 1.39049 1.09445 1.51777 2.40847 1.4151 1.67541 1.62446 1.0821 0.99062 0.974429 2.0599 1.10743 0.959809 0.876066 0.75747 0.549915 0.702555 0.600833 0.471293 0.540286 0.88032 0.648519 0.296801 0.188261
threshold=-0.065259999999999999 -0.10346499999999999 -0.09224499999999998 0.082870000000000013 -0.052309999999999988 -0.013024999999999998 0.19578000000000004 -0.062394999999999992 0.047620000000000003 0.085215000000000013 -0.087969999999999979 -0.24900499999999998 -0.22243999999999997 -0.080429999999999988 0.085785000000000014 -0.053214999999999991 0.085130000000000025 -0.49181999999999998 0.083050000000000013 0.085835000000000009 0.090500000000000011 0.065040000000000014 -0.040789999999999993 0.089605000000000018 -0.083154999999999993 -0.086114999999999983 -0.034884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 11 -2 7 16 8 9 10 17 25 -3 -14 -15 -16 -7 -6 19 21 -21 22 24 -24 -4 -1 -20
right_child=4 2 18 -5 5 6 -8 -9 -10 -11 -12 -13 13 14 15 -17 -18 -19 26 20 -22 -23 23 -25 -26 -27 -28
leaf_value=5.7842564423978468e-05 -0.0012598296926625884 0.0014579480375598167 0.0015143696849336398 0.0044553110302193617 -0.00023634517273676147 0.0041551491897800852 -0.00024877844853683626 -0.0020550466319729736 0.0025189529245745784 0.0019698996771640187 0.0011500980390494549 0.0029752397346307609 -0.0030719262297888711 0.0020648903529637674 0.00093408014409876883 -0.0020049203997824371 0.0015120860499413307 -0.0025441520769516031 0.0017641803267926623 0.003540606915848247 0.00123932893620656 -0.00013821895653070855 0.00098683460698152843 0.0025630013756130243 0.00019542273706567748 0.0016422264321979396 0.0031327953954849151
leaf_weight=70 82 90 167 58 65 81 91 64 82 72 52 86 59 63 55 58 53 82 52 58 58 75 227 150 220 53 52
leaf_count=70 82 90 167 58 65 81 91 64 82 72 52 86 59 63 55 58 53 82 52 58 58 75 227 150 220 53 52
internal_value=0 0.00124061 0.00104206 0.0022692 0.000474142 0.00069588 0.00175142 0.000125937 0.000521839 -8.18258e-05 -0.000825014 0.00166171 4.66117e-05 -0.000493176 0.000370325 -0.000572927 0.00311103 -0.00152485 0.00134739 0.00122713 0.00239144 0.00106595 0.00118438 0.00161441 0.000765021 0.000741929 0.00245012
internal_weight=0 1651 1384 267 724 642 225 417 353 271 199 209 325 235 176 113 134 147 1059 955 116 839 764 377 387 123 104
internal_count=2375 1651 1384 267 724 642 225 417 353 271 199 209 325 235 176 113 134 147 1059 955 116 839 764 377 387 123 104
is_linear=0
shrinkage=0.0159455


Tree=2290
num_leaves=26
num_cat=0
split_feature=12 2 2 2 2 12 16 52 13 16 2 13 52 2 43 52 16 13 13 13 13 52 159 474 2
split_gain=50.2219 11.5588 10.5712 10.5931 10.0246 4.61321 3.95552 5.27553 2.14034 1.68563 1.68006 1.67213 1.65845 1.57802 1.49505 1.30868 1.26255 0.947699 0.927616 0.731854 0.537143 0.467562 0.971697 0.504103 0.404318
threshold=0.054520000000000006 0.13538500000000001 0.14721500000000001 -1.0000000180025095e-35 0.098215000000000011 0.090255000000000016 0.052915000000000011 0.044705000000000002 -0.11255999999999998 0.23993500000000004 0.088820000000000024 -0.0078949999999999975 -0.08743999999999999 0.093365000000000017 -0.080819999999999989 -0.086814999999999989 -0.059624999999999991 -0.08205999999999998 0.14247500000000005 -0.09547499999999999 -0.084024999999999975 0.11037500000000001 -0.013035 0.083855000000000013 0.11252000000000002
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=2 5 3 16 15 10 7 11 -7 12 19 -6 -10 -11 20 -5 -1 -14 -19 -2 -12 22 -21 -24 -15
right_child=1 -3 -4 4 6 8 -8 -9 9 13 14 -13 17 24 -16 -17 -18 18 -20 21 -22 -23 23 -25 -26
leaf_value=0.00090427551328001849 0.0033590120151380152 0.0015364898277115248 0.00084478767655430981 0.0031294380474458866 0.001746477286795113 0.0021328039247541179 0.0024473589883430447 0.0024068480106409712 0.0032682757728897133 0.0020747683041144127 0.0031958754744221929 0.0011448400322363005 0.0030959622950863866 0.0024983659865437493 0.0025046817494453898 0.0025786040337470511 0.0015155938473469062 0.002656172214077913 0.0030471449397246561 0.0033815564474553128 0.0027917950816664784 0.0027584515976050734 0.0030395721833937211 0.0027895177056288913 0.0028337898557825461
leaf_weight=55 56 56 72 53 64 53 71 57 54 54 52 87 56 63 100 101 53 405 56 61 57 53 434 79 57
leaf_count=55 56 56 72 53 64 53 71 57 54 54 52 87 56 63 100 101 53 405 56 61 57 53 434 79 57
internal_value=0 0.0027965 0.00185931 0.00199427 0.00219117 0.00283823 0.00187247 0.00167609 0.00268228 0.00272133 0.00297771 0.00140004 0.00279569 0.00247713 0.00275524 0.00276837 0.00120455 0.00274627 0.00270373 0.00304575 0.00298484 0.00301772 0.00304161 0.00300112 0.00265794
internal_weight=0 1746 613 541 433 1690 279 208 798 745 892 151 571 174 209 154 108 517 461 683 109 627 574 513 120
internal_count=2359 1746 613 541 433 1690 279 208 798 745 892 151 571 174 209 154 108 517 461 683 109 627 574 513 120
is_linear=0
shrinkage=0.00281635


Tree=2291
num_leaves=12
num_cat=0
split_feature=10 39 50 50 2 43 43 13 41 2 15
split_gain=2.33941 1.09934 1.34813 1.51085 1.36972 1.24018 1.70698 1.38917 1.10841 0.830266 0.497646
threshold=-0.089679999999999982 0.10076500000000001 0.13257000000000002 0.11875500000000001 0.12358500000000001 0.087840000000000015 0.18822500000000003 -0.15956499999999998 0.07677500000000001 0.13673000000000005 0.087960000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -9 -6 -8
right_child=1 -3 -4 -5 9 6 10 8 -10 -11 -12
leaf_value=-0.0020343797831091368 -0.0014039652130147387 -0.00055782733366516971 0.0030574862378821752 -0.0012725687432139179 0.0037784130396133577 0.0042334462136293547 0.0019377387664003553 0.00099567630797751765 -0.0010342835026316143 0.0015039701741585978 9.5996551187585734e-05
leaf_weight=54 55 90 69 59 58 55 75 1654 58 80 52
leaf_count=54 55 90 69 59 58 55 75 1654 58 80 52
internal_value=0 0.00100575 0.00106935 0.00100536 0.00106983 0.000971246 0.00210698 0.000854179 0.000926814 0.00246101 0.00118485
internal_weight=0 2305 2215 2146 2087 1949 182 1767 1712 138 127
internal_count=2359 2305 2215 2146 2087 1949 182 1767 1712 138 127
is_linear=0
shrinkage=0.0144423


Tree=2292
num_leaves=13
num_cat=0
split_feature=9 0 49 4 51 12 13 1429 1429 49 52 3
split_gain=1.96764 1.03807 1.13897 1.16615 1.70319 1.07272 1.98294 1.04166 1.15098 1.06453 1.3681 0.37429
threshold=-1.0000000180025095e-35 -0.13314999999999996 -0.07107999999999999 0.076415000000000025 0.082075000000000009 -0.094119999999999995 -0.15310499999999996 0.094630000000000006 0.086095000000000019 0.13302000000000003 0.28251000000000009 0.099220000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 -7 8 9 10 -8 -5
right_child=1 5 3 11 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0017183703895055681 0.0017614557822956298 0.0028125072220434601 -0.0024457910652985696 0.0016426139591640765 0.00082270399500744161 -0.0016292279567528115 0.0010605170667084053 -0.00090774131596475717 0.0030599754435984548 0.0029150855458146005 -0.00032018882805813482 -2.8980880149209578e-05
leaf_weight=64 67 64 89 52 53 62 1508 58 58 58 166 60
leaf_count=64 67 64 89 52 53 62 1508 58 58 58 166 60
internal_value=0 0.000848269 8.60515e-05 -0.000355279 -0.00122477 0.000972138 0.000910391 0.000995678 0.00105744 0.000990291 0.000923509 0.00074574
internal_weight=0 2295 321 254 142 1974 1910 1848 1790 1732 1674 112
internal_count=2359 2295 321 254 142 1974 1910 1848 1790 1732 1674 112
is_linear=0
shrinkage=0.0144423


Tree=2293
num_leaves=19
num_cat=0
split_feature=10 16 48 48 0 132 3 16 16 474 1 2 3 0 1 12 16 2
split_gain=1.43181 1.34759 1.88139 1.73678 1.82228 1.68908 1.65838 1.60323 1.86103 2.78493 1.66518 2.27916 1.94798 1.00318 1.20117 1.04543 0.616639 0.501044
threshold=-0.089679999999999982 -0.082909999999999984 0.10990500000000002 0.10168500000000001 -0.036119999999999992 0.086775000000000005 0.11191000000000002 0.41484500000000007 0.21684500000000004 1.0000000180025095e-35 0.098515000000000005 0.10272000000000002 -0.016164999999999995 -0.15503499999999998 0.07677500000000001 0.083220000000000002 0.51763500000000018 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 5 13 7 8 10 -10 12 -12 -3 -2 17 -16 -9 -15
right_child=1 2 -4 -5 -6 -7 -8 16 9 -11 11 -13 -14 14 15 -17 -18 -19
leaf_value=-0.0017788381453168833 0.0030415049522243376 0.00051393462512119381 0.002922478112132493 -0.0013353075077752127 0.0038718888391848427 -0.0014225159034667667 -0.0020622030564999656 0.003259094690373103 -0.0030971959469830368 0.0013677125654428437 0.00047743605058803992 -0.0036133351408045777 0.0030758989763853273 0.0014534395376075058 -0.0011302104459128646 0.0012227278257638059 0.0012186118811011331 0.003048998581776177
leaf_weight=54 79 848 70 57 66 53 64 54 86 53 83 52 76 332 81 98 99 54
leaf_count=54 79 848 70 57 66 53 64 54 86 53 83 52 76 332 81 98 99 54
internal_value=0 0.000745023 0.000469472 0.00124384 0.00143673 0.00120591 0.000348006 0.000462304 0.000273466 -0.00139357 0.000492429 -0.00109706 0.000724836 0.00142248 0.00119581 0.000157076 0.00193985 0.00167708
internal_weight=0 2305 1485 820 763 697 1415 1351 1198 139 1059 135 924 644 565 179 153 386
internal_count=2359 2305 1485 820 763 697 1415 1351 1198 139 1059 135 924 644 565 179 153 386
is_linear=0
shrinkage=0.0153263


Tree=2294
num_leaves=26
num_cat=0
split_feature=4 12 13 43 4 15 3 3 3 43 3 15 4 3 12 484 402 13 15 1446 133 43 15 3 42
split_gain=70.0075 22.9407 8.54504 11.8073 7.26109 7.51053 4.00568 3.60117 2.64624 2.43549 2.44861 2.41184 3.32658 2.08718 1.46495 1.30622 1.68455 1.29591 0.865856 0.828957 0.995817 1.7217 0.661711 0.489778 0.338427
threshold=0.36766000000000004 1.0000000180025095e-35 -0.28558999999999996 -0.065804999999999989 -0.030434999999999993 -0.097269999999999981 -0.14619999999999997 -0.076554999999999998 -0.015259999999999998 0.058500000000000003 -0.06340999999999998 -0.41880499999999993 0.5137400000000002 -0.15680499999999997 0.089765000000000025 -0.051889999999999999 0.083730000000000013 -0.036584999999999993 0.095330000000000012 0.083715000000000026 -0.14775499999999997 0.0045450000000000013 -0.066639999999999991 -0.071814999999999976 0.087130000000000027
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=1 2 -1 8 -5 -6 -2 13 -4 10 22 12 -8 -3 19 -16 18 -11 -17 20 -15 -22 -9 -24 -21
right_child=6 7 3 4 5 -7 11 9 -10 17 -12 -13 -14 14 15 16 -18 -19 -20 24 21 -23 23 -25 -26
leaf_value=0.00085736082351452224 0.0015927089390497262 0.0029583781425570207 0.0010163433445954102 0.0029243225665752351 0.002662125244442654 0.0014487691652147728 0.0014893892679574562 0.0025356590776184043 0.0017592553950328768 0.0028588668456344347 0.0016620467190100875 0.00044113701998609175 0.00061574962689209928 0.0029050124414856777 0.002830590755712323 0.0025166741176094135 0.0019839674575708758 0.0022981204165069156 0.0021516549889401579 0.002692288767567825 0.0026053304380948168 0.0021162358982957179 0.0019992992348049675 0.0023451546234912204 0.0029977604480560882
leaf_weight=52 52 97 70 89 61 80 55 52 61 61 57 83 64 65 53 299 59 53 53 52 569 54 56 59 53
leaf_count=52 52 97 70 89 61 80 55 52 61 61 57 83 64 65 53 299 59 53 53 52 569 54 56 59 53
internal_value=0 0.00239443 0.0018444 0.0019865 0.00234179 0.00197389 0.000948201 0.00252866 0.00136249 0.00228771 0.00212946 0.00078215 0.00101977 0.00258879 0.00256025 0.00244328 0.00239327 0.00259841 0.00246179 0.00262866 0.00259534 0.00256298 0.00228883 0.00217698 0.00284674
internal_weight=0 2105 413 361 230 141 254 1692 131 338 224 202 119 1354 1257 464 411 114 352 793 688 623 167 115 105
internal_count=2359 2105 413 361 230 141 254 1692 131 338 224 202 119 1354 1257 464 411 114 352 793 688 623 167 115 105
is_linear=0
shrinkage=0.00260187


Tree=2295
num_leaves=11
num_cat=0
split_feature=11 3 96 41 42 3 1375 483 123 3
split_gain=2.14395 2.61128 1.15524 0.996024 1.17564 1.15001 1.1268 0.911778 0.827933 0.381983
threshold=0.078065000000000009 -0.16324999999999998 0.083595000000000017 0.075585000000000013 -0.10350999999999998 -0.11197999999999998 -0.093609999999999985 -0.095084999999999989 0.091600000000000001 -0.095119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 -6 -7 -8 -9 -1
right_child=1 -3 -4 -5 5 6 7 8 -10 -11
leaf_value=0.0031392575821811686 0.00080425533218282761 0.0046516302586463764 -0.0013015581476107608 0.0027160176710132357 -0.0010720978793667616 -0.0011483047016525483 0.0023451591188390179 0.0007237164194092144 0.0025951114995502378 0.001489436222724527
leaf_weight=53 82 72 55 61 75 63 85 1673 53 73
leaf_count=53 82 72 55 61 75 63 85 1673 53 73
internal_value=0 0.00260405 0.000805304 0.000859628 0.000804979 0.000715704 0.000787338 0.000854761 0.000781272 0.00218466
internal_weight=0 154 2191 2136 2075 1949 1874 1811 1726 126
internal_count=2345 154 2191 2136 2075 1949 1874 1811 1726 126
is_linear=0
shrinkage=0.0147311


Tree=2296
num_leaves=11
num_cat=0
split_feature=43 4 10 11 156 15 43 1 51 157
split_gain=3.96691 2.27149 2.28597 1.56912 1.21994 1.35361 1.24847 1.42777 1.17922 0.848541
threshold=-0.49218499999999993 -0.44205499999999992 0.058500000000000003 0.084110000000000004 0.10541000000000002 -0.26826999999999995 -1.0000000180025095e-35 0.10797500000000002 -0.04652499999999999 -0.095664999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 -3 9 -8 -2 -7
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11
leaf_value=0.0045864375918992211 0.0011210175797888612 -0.0011421264624359899 -0.0022130493574422376 0.0030533015937419068 0.0022842523756470422 -0.00097751645128717419 -0.00032332186738996005 0.0015318573856184653 0.0037210705098362114 0.00090501931431659637
leaf_weight=55 74 101 61 54 82 52 471 106 72 1217
leaf_count=55 74 101 61 54 82 52 471 106 72 1217
internal_value=0 0.000660931 0.000542142 0.000622901 0.000558142 0.000485366 0.000574494 1.72238e-05 0.00240429 0.000827757
internal_weight=0 2290 2144 2083 2029 1947 1846 577 146 1269
internal_count=2345 2290 2144 2083 2029 1947 1846 577 146 1269
is_linear=0
shrinkage=0.0144423


Tree=2297
num_leaves=24
num_cat=0
split_feature=4 1 16 159 48 4 1 0 4 4 16 16 0 0 51 4 16 160 16 4 16 51 0
split_gain=286.561 75.7957 24.2198 10.9193 14.5954 8.76015 8.41467 6.41279 7.41907 6.79698 5.49891 3.98493 3.80626 3.58224 2.73592 2.26702 2.15356 2.03705 1.51514 1.31136 1.16752 0.934555 0.315617
threshold=0.30163500000000004 0.10141500000000002 0.25761500000000009 0.083310000000000009 0.014805 0.043850000000000007 0.13052500000000003 -0.079249999999999987 -0.50086499999999989 -0.11205499999999999 -0.10803999999999998 -0.50690499999999983 -0.22384499999999996 -0.14151499999999997 0.099265000000000006 -0.041264999999999989 0.0086100000000000013 0.075825000000000017 -0.44010499999999991 0.51400500000000016 -0.073494999999999991 -0.016949999999999996 -0.07581499999999998
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=1 5 3 4 -3 7 11 12 -9 -10 18 -2 -1 -14 16 -4 -15 -6 -7 -8 22 -22 -11
right_child=6 2 15 -5 17 10 19 8 9 20 -12 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0025852830632445895 -0.0001026377441583038 0.0024766206471375537 0.0031629972140365505 0.00017824417893298031 0.0012777128214950277 0.0032098170310308569 -0.00042140812568851164 0.0037397326223835774 0.0019575037885622227 0.0030180795426853857 0.0020564182660738847 0.00081752282284410221 0.0039714350029636776 0.0033815157023496718 0.0027496402780860518 0.0023776081467590032 0.0029146339142932494 0.00054716327185987872 0.0026399024435494562 -0.00099901885955919071 0.0031312065357328436 0.0027268358985582265 0.0033132324840343791
leaf_weight=52 81 76 57 54 61 72 61 70 62 61 84 60 62 769 63 52 81 52 67 55 56 183 54
leaf_count=52 81 76 57 54 61 72 61 70 62 61 84 60 62 769 63 52 81 52 67 55 56 183 54
internal_value=0 0.00287372 0.00172816 0.00125238 0.00155912 0.00310598 -0.000155421 0.00317989 0.00292318 0.00278571 0.00260438 0.000288715 0.00330134 0.0033395 0.00329656 0.00278858 0.00333706 0.000941787 0.00293532 -0.000695524 0.00293069 0.0028217 0.00315692
internal_weight=0 2088 352 243 189 1736 257 1513 486 416 223 141 1027 975 913 109 850 113 139 116 354 239 115
internal_count=2345 2088 352 243 189 1736 257 1513 486 416 223 141 1027 975 913 109 850 113 139 116 354 239 115
is_linear=0
shrinkage=0.00270699


Tree=2298
num_leaves=12
num_cat=0
split_feature=4 0 12 3 16 12 1429 4 3 0 3
split_gain=2.38036 2.66702 1.79323 1.68423 1.75856 1.39436 1.1967 0.838656 1.35863 0.962182 0.768773
threshold=-0.44205499999999992 0.024745000000000003 -0.11875499999999999 0.11372500000000001 -0.074474999999999986 -0.093429999999999985 0.087865000000000013 0.36766000000000004 -0.012769999999999998 -0.088269999999999987 -0.10468499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 5 -5 -4 7 8 -7 -9 -1
right_child=1 -3 3 4 -6 6 -8 9 -10 -11 -12
leaf_value=0.0043867684989363533 0.0039174005518758624 -0.0021248688321911288 -0.001573738180497986 0.00068480936756028352 -0.0034790611522746658 0.001116119176346124 -0.0012983026626745479 -0.0019872718784225891 0.0028026588216370435 0.001258814730882908 0.0019149069895650207
leaf_weight=72 60 86 60 72 52 1538 60 52 157 57 79
leaf_count=72 60 86 60 72 52 1538 60 52 157 57 79
internal_value=0 0.000853791 0.000975398 0.000889117 -0.00105984 0.00101482 0.00109824 0.00117805 0.00127244 -0.000288087 0.00309476
internal_weight=0 2194 2108 2048 124 1924 1864 1804 1695 109 151
internal_count=2345 2194 2108 2048 124 1924 1864 1804 1695 109 151
is_linear=0
shrinkage=0.0172599


Tree=2299
num_leaves=13
num_cat=0
split_feature=15 3 123 14 16 43 14 16 42 15 16 3
split_gain=45.0001 26.796 17.3871 7.23849 4.03409 3.30895 3.19127 4.51522 3.07939 2.35807 1.73469 1.54645
threshold=-0.24269999999999997 0.11372500000000001 0.080635000000000012 0.062655000000000016 -0.5103049999999999 -0.43997499999999995 -0.42495999999999995 -0.49181999999999998 0.12403500000000002 0.082725000000000007 -0.042349999999999992 -0.013119999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 -1 -8 9 -7 -3 -4
right_child=1 10 11 -5 5 8 7 -9 -10 -11 -12 -13
leaf_value=0.00083099294636913184 0.0010162332849987918 0.00022739344995209188 0.00041089984305323318 0.0024849941796956879 0.0022379308587934131 0.0015823254029342674 0.00066576669571090851 -0.00021061969891120793 0.0010967208254980829 0.0017668463268800771 0.00080095365762615207 0.00096436696734964345
leaf_weight=54 59 74 54 60 55 998 57 84 59 675 52 64
leaf_count=54 59 74 54 60 55 998 57 84 59 675 52 64
internal_value=0 0.00154012 0.00160708 0.00166252 0.00163577 0.00165621 0.000334001 0.000143482 0.00163773 0.00165679 0.000464305 0.000711303
internal_weight=0 2150 2024 1906 1846 1787 195 141 1732 1673 126 118
internal_count=2345 2150 2024 1906 1846 1787 195 141 1732 1673 126 118
is_linear=0
shrinkage=0.00240373


Tree=2300
num_leaves=14
num_cat=0
split_feature=4 3 12 1 14 1 1 4 457 12 3 1 16
split_gain=123.182 33.1477 24.4299 14.0379 8.7928 7.30704 4.69459 3.96404 4.17007 3.90175 2.36635 1.03528 0.902553
threshold=0.30163500000000004 0.20828500000000003 -0.007389999999999999 0.10439500000000002 0.019675000000000002 0.13075500000000004 0.11212500000000002 -0.49269499999999994 0.083415000000000017 0.088295000000000012 -0.10032499999999998 0.11332500000000002 -0.44470499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 11 7 10 9 -9 -4 -2 -7
right_child=5 -3 4 -5 -6 12 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0026851832790023059 0.0016658065877620605 0.0010211169798712762 0.0040291885450372969 0.0011164546048330159 0.0040441570674402691 0.00082463286217897096 0.0025332440792252245 0.003275252961900176 0.0025274751055766767 0.003002730900690254 0.0032274350495057162 0.0012044781581568235 0.0003599796222900137
leaf_weight=103 77 59 52 66 71 53 101 669 88 840 53 63 67
leaf_count=103 77 59 52 66 71 53 101 669 88 840 53 63 67
internal_value=0 0.00298296 0.0030396 0.00207271 0.00312678 0.00104638 0.00309064 0.0031237 0.00309074 0.00312357 0.00362476 0.00145841 0.000565438
internal_weight=0 2102 2043 169 1874 260 1803 1702 1597 1509 105 140 120
internal_count=2362 2102 2043 169 1874 260 1803 1702 1597 1509 105 140 120
is_linear=0
shrinkage=0.00265391


Tree=2301
num_leaves=20
num_cat=0
split_feature=4 12 2 1 14 1 1 150 12 12 15 4 4 2 51 2 4 2 49
split_gain=99.165 31.8181 17.5298 17.0511 8.97264 8.85239 4.78733 9.71926 4.82937 4.72715 4.33839 2.50317 2.06529 1.7255 1.29396 1.36042 1.28481 0.993953 0.478142
threshold=0.30163500000000004 -0.007389999999999999 0.13775000000000001 0.092655000000000015 0.019675000000000002 0.13075500000000004 0.08844500000000001 0.083205000000000015 0.08870500000000002 -0.08947999999999999 -0.42759999999999992 0.032965000000000001 0.45363500000000007 0.096425000000000025 0.087605000000000016 0.085785000000000014 -0.00027999999999999998 0.091955000000000023 0.098895000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 12 8 13 14 -5 -7 17 -2 16 15 -3 -8 -10 -13
right_child=5 2 -4 9 -6 10 7 -9 11 -11 -12 18 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.003103232521602575 0.0013341342214406914 0.0035262177752085769 0.001580966784458089 0.0018465076417510198 0.0042089065887642319 0.0010868514999448071 0.0031071508790044096 0.0019024271856167433 0.0033029148575777771 0.0007142780761349531 -1.2514693492561292e-05 0.0028748897050853658 0.002035185856669044 0.0034236198456229546 0.0038483159935623961 0.0032605806800446056 0.0027042374572194047 0.0030409108544521683 0.0024827709934247613
leaf_weight=66 74 313 56 62 72 67 221 66 225 60 53 52 66 99 56 336 95 268 55
leaf_count=66 74 313 56 62 72 67 221 66 225 60 53 52 66 99 56 336 95 268 55
internal_value=0 0.00305481 0.0031656 0.00192667 0.00321334 0.00117398 0.00317319 0.0029276 0.00326369 0.00128992 0.000601043 0.00307376 0.00166485 0.00309056 0.00342529 0.00338874 0.00298612 0.00316055 0.00267362
internal_weight=0 2102 1914 188 1858 260 1786 481 1305 122 120 600 140 415 705 649 316 493 107
internal_count=2362 2102 1914 188 1858 260 1786 481 1305 122 120 600 140 415 705 649 316 493 107
is_linear=0
shrinkage=0.00287267


Tree=2302
num_leaves=23
num_cat=0
split_feature=4 13 40 14 4 13 0 150 0 0 15 0 13 4 4 4 15 0 401 52 43 43
split_gain=107.862 22.5693 15.6147 7.40075 6.51485 6.99161 4.60288 4.44485 3.88821 3.63346 3.35923 3.05363 2.13866 3.45379 2.11297 1.45611 1.5246 1.3769 1.15203 0.768475 0.705813 0.579009
threshold=0.30163500000000004 -0.23438999999999996 -0.012109999999999998 -0.42214499999999994 -0.072054999999999994 -0.061199999999999991 -0.10075499999999998 0.083205000000000015 -0.085719999999999977 -0.068214999999999984 -0.15614499999999998 -0.13513499999999998 0.059130000000000009 -0.37983499999999992 0.043850000000000007 -0.050564999999999992 -0.046449999999999998 -0.098524999999999988 0.096755000000000022 0.0029250000000000005 -0.026594999999999997 -0.0098449999999999979
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 -1 9 -2 8 14 -5 10 17 -3 -7 -12 13 -10 15 -6 -17 -4 -15 -16 -14 -19
right_child=3 2 4 6 5 7 -8 -9 12 -11 11 -13 20 18 19 16 -18 21 -20 -21 -22 -23
leaf_value=0.0019144468407114419 0.002290833471257575 0.002793007710246498 0.0040936724197258483 0.0016704427684866615 0.0030415715215797675 0.0036188062517162616 0.00092929023217223927 0.002289843344608264 0.0039246919065946536 0.0019749373888321045 0.0023976676233976378 0.0030436326817597815 0.0029099824349543388 0.0032982914714402034 0.0029017191648108469 0.0033373315814550753 0.0036343268685307289 0.003832840671959525 0.0036941738589333036 0.0032940489676424097 0.0032900711944478327 0.0035183094667376679
leaf_weight=80 58 74 54 100 55 52 102 55 75 59 52 302 70 352 75 238 191 59 52 53 54 100
leaf_count=80 58 74 54 100 55 52 102 55 75 59 52 302 70 352 75 238 191 59 52 53 54 100
internal_value=0 0.00319249 0.00324304 0.00151828 0.00330025 0.0031744 0.00129633 0.00294589 0.00346571 0.0024303 0.00303469 0.00294882 0.0033647 0.00343946 0.00334648 0.00342103 0.00346962 0.00375155 0.00334931 0.00306437 0.00307572 0.00363519
internal_weight=0 2102 2022 260 1889 1073 202 461 816 133 406 354 603 479 612 484 429 213 404 128 124 159
internal_count=2362 2102 2022 260 1889 1073 202 461 816 133 406 354 603 479 612 484 429 213 404 128 124 159
is_linear=0
shrinkage=0.0024518


Tree=2303
num_leaves=22
num_cat=0
split_feature=1 3 1 4 49 1 3 15 4 41 0 0 47 4 13 42 42 13 4 43 13
split_gain=78.8219 16.3655 8.72585 7.53636 6.95808 6.92479 5.40964 4.26139 3.17316 3.5016 3.42489 2.40994 1.33751 1.40837 1.19161 1.165 0.928275 1.00115 1.11256 0.785116 0.444632
threshold=0.10508500000000001 -0.036844999999999996 0.089625000000000024 0.30163500000000004 -0.014169999999999999 0.14262000000000002 0.0025650000000000004 -0.075694999999999985 0.043850000000000007 0.075585000000000013 -0.11208499999999998 -0.014334999999999999 0.094825000000000007 -0.050564999999999992 -0.049414999999999994 0.09087000000000002 -0.124985 -0.085409999999999986 -0.080954999999999985 0.26667500000000005 -0.068189999999999987
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=2 3 8 15 -4 6 -3 -8 9 11 -10 16 13 14 -6 -2 -1 18 -18 -19 -12
right_child=1 5 4 -5 12 -7 7 -9 10 -11 20 -13 -14 -15 -16 -17 17 19 -20 -21 -22
leaf_value=0.0029707458293056666 0.0025719088403480948 0.00057001059045475098 0.0014134454924733199 0.0011395694206320908 0.0019836359589926354 0.00014293520195838715 0.0010268687536605526 0.0019687529614906179 0.0028250569087783913 0.0033203677034237891 0.002186255412181298 0.002142952529991621 0.0019146895750860064 0.0027536069966389684 0.0024747147414787276 0.0020280898466487566 0.003081795348292666 0.0025809858710847044 0.002660050148290914 0.0022377767173685998 0.00186979750290692
leaf_weight=58 62 92 87 65 67 76 88 63 56 53 65 85 53 64 89 60 61 747 239 56 76
leaf_count=58 62 92 87 65 67 76 88 63 56 53 65 85 53 64 89 60 61 747 239 56 76
internal_value=0 0.00125117 0.00248068 0.00189986 0.00209431 0.00087081 0.00109834 0.00142004 0.00257364 0.0026233 0.00224606 0.00259362 0.00231118 0.00240656 0.00226399 0.0023047 0.00262659 0.00260847 0.0027459 0.00255709 0.00201589
internal_weight=0 506 1856 187 360 319 243 151 1496 1299 197 1246 273 220 156 122 1161 1103 300 803 141
internal_count=2362 506 1856 187 360 319 243 151 1496 1299 197 1246 273 220 156 122 1161 1103 300 803 141
is_linear=0
shrinkage=0.00276112


Tree=2304
num_leaves=17
num_cat=0
split_feature=12 11 14 124 16 16 159 16 12 160 160 457 150 12 133 12
split_gain=2.67221 2.23233 2.71012 2.20227 2.17734 3.82458 1.72513 1.62457 1.51127 1.37984 1.76303 1.10105 0.970087 0.647034 0.329588 0.253133
threshold=-0.007389999999999999 0.085155000000000022 0.019675000000000002 -0.087644999999999987 0.034535000000000003 -0.14483499999999996 -0.025079999999999995 -0.26987499999999992 0.084845000000000018 0.11405000000000001 0.08926000000000002 -0.084684999999999996 0.090480000000000019 0.098600000000000007 0.048240000000000005 0.086985000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 5 -5 8 12 -2 10 11 -9 15 14 -10 -8
right_child=1 -3 -4 4 -6 -7 7 9 13 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0023695174147712358 0.0036836117775173494 -0.00044194193908782714 0.0037286806024973708 0.00081001015560648007 0.0018784424710988304 -0.0024259374611266559 0.00014983831190905052 0.0028938350382910465 0.0025776307852587894 -0.00012568977234318028 0.0035785507203446171 0.0012737903487161724 -0.0011407867214987275 0.00057020802050258682 0.0015209621949047766 0.0012822597431662551
leaf_weight=54 73 91 71 102 53 103 52 62 88 84 52 1227 57 53 80 60
leaf_count=54 73 91 71 102 53 103 52 62 88 84 52 1227 57 53 80 60
internal_value=0 0.00137098 0.00145525 0.000193549 -0.000261396 -0.000815239 0.00136969 0.00121571 0.00220412 0.00134597 0.00143825 0.00135181 0.000116582 0.00171485 0.00207521 0.000757622
internal_weight=0 2050 1959 312 258 205 1888 1594 294 1425 1341 1289 169 221 168 112
internal_count=2362 2050 1959 312 258 205 1888 1594 294 1425 1341 1289 169 221 168 112
is_linear=0
shrinkage=0.0118477


Tree=2305
num_leaves=24
num_cat=0
split_feature=1 52 1 47 1 151 0 49 1 16 52 1 49 475 16 16 1212 16 16 49 16 400 16
split_gain=85.4013 16.4957 9.39923 5.41634 5.3076 6.0828 3.99095 2.64375 2.61708 2.49644 2.47447 2.16936 2.01739 1.61652 1.91511 1.43595 2.108 2.54922 1.82977 1.47016 0.872543 0.863743 0.322057
threshold=0.104035 -0.41304999999999997 0.13554500000000003 0.10019500000000002 0.090485000000000024 -0.080889999999999976 -0.11242999999999999 0.12497000000000001 0.083065000000000014 -0.082354999999999984 -0.080899999999999986 0.14882500000000001 -0.0019649999999999997 -1.0000000180025095e-35 -0.022939999999999999 -0.071629999999999985 0.087685000000000013 -0.043889999999999992 -0.0049999999999999984 0.093600000000000017 -0.15043499999999996 -0.082259999999999986 -0.23071499999999998
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 10 6 -6 8 15 -1 -7 -3 -4 -12 -11 -15 19 17 -17 -19 20 -8 -22 -14
right_child=1 2 11 -5 5 9 7 -9 -10 13 12 -13 22 14 -16 16 -18 18 -20 -21 21 -23 -24
leaf_value=0.003662827661280402 0.0030016170421918583 0.00089226659276098424 0.0010188455072177702 0.0022840998926695381 0.0016985322125113778 0.0022167101101410133 0.0027089835282637629 0.0022763908865045717 0.0028666505090494255 0.0024489877146479061 0.0019344205849541403 0.00027396598252764397 0.0011615743763378288 0.002750479640877589 0.0034119912620076557 0.0023677803538505 0.0023108458153877917 0.0031712079076909438 0.0028181771755394994 0.0025470973351899443 0.0027891014117568855 0.0031358060727878895 0.0014801271104823177
leaf_weight=98 57 57 83 79 59 63 56 56 53 55 77 53 53 87 63 73 61 189 349 52 70 467 55
leaf_count=98 57 57 83 79 59 63 56 56 53 55 77 53 53 87 63 73 61 189 349 52 70 467 55
internal_value=0 0.001544 0.00136213 0.00163036 0.00286772 0.00253496 0.00293911 0.0028902 0.00338358 0.00271898 0.00141683 0.000728787 0.00157828 0.00287318 0.00302852 0.00291628 0.00282262 0.00287367 0.00294225 0.0030138 0.00305468 0.00309067 0.00132408
internal_weight=0 514 457 321 1851 327 1524 1373 151 268 242 136 185 205 150 1317 672 611 538 645 593 537 108
internal_count=2365 514 457 321 1851 327 1524 1373 151 268 242 136 185 205 150 1317 672 611 538 645 593 537 108
is_linear=0
shrinkage=0.00287267


Tree=2306
num_leaves=15
num_cat=0
split_feature=4 15 4 151 42 0 376 0 479 160 16 16 4 15
split_gain=5.52098 3.5874 2.14942 1.69005 2.49909 1.33405 1.33949 1.4158 1.19161 1.25231 1.39154 0.999807 0.870778 0.79306
threshold=0.30163500000000004 -0.4680149999999999 0.50569000000000008 0.0036750000000000007 0.079170000000000004 -0.14822499999999997 0.083785000000000012 -0.14076499999999997 0.088785000000000017 -0.089744999999999978 -0.073494999999999991 -0.019164999999999998 0.41345000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 5 -5 13 7 -7 9 11 -11 -9 -3 -1
right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.0020343731163886066 0.0017133707168172584 -0.0019169110750390302 -0.003918524164274211 -0.0021646468170051338 0.0019522491085953583 -0.00050113811488631469 -0.00039920023690735723 0.0019176392105655911 -0.00027811020066615278 0.002056921286595027 0.0012326527427865182 0.0036655108457612651 0.00042293560886175603 0.0041643097989955465
leaf_weight=71 84 52 52 52 53 54 60 141 53 666 809 100 62 56
leaf_count=71 84 52 52 52 53 54 60 141 53 666 809 100 62 56
internal_value=0 -0.00053262 -0.00167 0.00156366 -8.5238e-05 0.00164987 0.00156044 0.00162502 0.00169 0.00175087 0.00160493 0.00264349 -0.000643113 0.00297468
internal_weight=0 250 166 2115 105 2010 1883 1823 1769 1716 1475 241 114 127
internal_count=2365 250 166 2115 105 2010 1883 1823 1769 1716 1475 241 114 127
is_linear=0
shrinkage=0.0133425


Tree=2307
num_leaves=20
num_cat=0
split_feature=4 13 123 4 13 10 14 457 133 156 52 0 52 13 13 133 0 42 4
split_gain=98.0305 17.6829 13.7388 6.22302 6.67854 4.78763 4.23884 3.49917 2.91143 2.61336 2.05764 4.17064 1.874 1.86521 1.56215 0.87753 0.660058 0.575373 0.677115
threshold=0.30163500000000004 -0.16392499999999996 1.0000000180025095e-35 -0.03463999999999999 -0.078389999999999974 -1.0000000180025095e-35 0.019675000000000002 0.048350000000000011 0.086505000000000012 0.084715000000000013 -0.55820499999999984 0.057400000000000007 0.14952000000000001 -0.08533499999999998 -0.08533499999999998 0.088585000000000011 -0.042364999999999993 0.089625000000000024 -0.0065299999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 15 -2 10 9 -4 12 -3 13 -6 -12 -7 17 -16 18 -5
right_child=5 2 8 4 7 14 -8 -9 -10 -11 11 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.001246338051184574 3.0708167465424108e-05 0.0030731880999024393 0.0019804491092877104 0.0025691940983519762 0.0022175530265829322 0.0006012164285591334 0.0033449662630514231 0.0015773819629884877 0.001166079555022302 0.0027395446889885008 0.0028626036426021646 0.0019206126330524413 0.0016902509705062948 0.0025559873387715872 0.0012321601293431947 0.0023516391958122765 0.00085133236612686526 0.0023953014739557265 0.0028308815553429235
leaf_weight=83 53 56 60 142 298 74 52 64 55 55 160 61 52 711 71 88 52 53 125
leaf_count=83 53 56 60 142 298 74 52 64 55 55 160 61 52 711 71 88 52 53 125
internal_value=0 0.00240107 0.00244822 0.00249962 0.00234108 0.000711808 0.00263329 0.00213312 0.0015912 0.00222087 0.00259581 0.0025671 0.00213929 0.00261234 0.000894909 0.00258006 0.00107138 0.00264279 0.00269181
internal_weight=0 2115 2032 1917 877 250 1040 469 115 405 988 932 350 871 197 408 123 320 267
internal_count=2365 2115 2032 1917 877 250 1040 469 115 405 988 932 350 871 197 408 123 320 267
is_linear=0
shrinkage=0.00255085


Tree=2308
num_leaves=17
num_cat=0
split_feature=2 12 3 43 2 12 3 12 147 2 11 0 13 1452 13 3
split_gain=37.5222 17.1269 10.5417 5.55843 5.03557 3.03247 3.24315 2.74474 2.66205 2.02908 5.20019 4.08306 1.90931 1.74716 1.68461 1.35157
threshold=0.13538500000000001 -0.077034999999999978 0.11745500000000002 -0.049364999999999992 0.17000000000000001 0.10254500000000001 -0.070889999999999995 0.10811000000000001 0.087350000000000025 0.099675000000000014 1.0000000180025095e-35 -0.089964999999999976 -0.011834999999999998 0.086765000000000023 -0.053824999999999991 -0.10237999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 12 14 8 7 -7 9 10 13 -11 -1 -3 -2 -13
right_child=4 2 -4 -5 -6 6 -8 -9 -10 11 -12 15 -14 -15 -16 -17
leaf_value=0.0013811690292067503 0.00084969263304449268 0.0023882810497705799 0.0013422129787394673 0.0021401316391616836 0.00012740339783266197 0.0021075993024973552 0.0024071844111344548 0.0012438970649181304 0.001767885069482651 0.0015722658686913064 0.0032325779320513063 0.0020732006420638928 0.00068692151465959744 0.002909558681109402 0.0015490056808695381 0.0025850952941922105
leaf_weight=74 62 1253 91 58 57 67 103 56 56 69 67 69 59 56 53 115
leaf_count=74 62 1253 91 58 57 67 103 56 56 69 67 69 59 56 53 115
internal_value=0 0.00221982 0.00229826 0.00139751 0.000826172 0.00234377 0.00203039 0.00171462 0.00238578 0.002407 0.00245065 0.0021695 0.00107343 0.00241061 0.00117225 0.0023933
internal_weight=0 2193 2002 191 172 1911 226 123 1685 1629 1376 253 133 1309 115 184
internal_count=2365 2193 2002 191 172 1911 226 123 1685 1629 1376 253 133 1309 115 184
is_linear=0
shrinkage=0.00287267


Tree=2309
num_leaves=20
num_cat=0
split_feature=1 1 14 52 131 0 10 124 52 16 12 43 0 457 0 2 16 16 52
split_gain=83.2095 19.5939 13.0717 10.4177 6.92289 6.23191 4.55851 3.5523 2.89973 5.04589 2.75092 2.35013 2.0398 2.30939 1.98864 1.58325 1.23306 1.64715 1.02991
threshold=0.104035 0.14882500000000001 0.062655000000000016 -0.41304999999999997 0.091760000000000022 0.12539500000000003 -1.0000000180025095e-35 -0.072314999999999977 -0.063789999999999986 -0.072359999999999994 0.09334000000000002 0.015110000000000002 -0.054759999999999996 0.080930000000000016 -0.095869999999999983 0.089045000000000013 -0.089984999999999996 -0.073494999999999991 -0.08743999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 6 7 -5 -1 -8 14 11 12 13 -9 -10 -13 -12 -18 -19
right_child=1 -3 -4 4 -6 -7 8 10 9 -11 16 15 -14 -15 -16 -17 17 18 -20
leaf_value=0.0025000975824711886 0.0032346339067196479 -6.2967775157163352e-06 0.0045170846357726578 0.00092471475574034171 0.0028620462862238116 0.0020939722723357619 0.001315688873389077 0.0033368649086644091 0.0020172904611756295 0.0028284724759054317 0.0026725063856585848 0.003182698711183333 0.003815321496544483 0.0027770923822209928 0.001285902072123504 0.0024680382610208578 0.0034472671313733332 0.0032233538172504825 0.0028132017775410732
leaf_weight=72 57 53 70 67 53 53 78 929 91 55 91 71 79 78 60 53 90 93 172
leaf_count=72 57 53 70 67 53 53 78 929 91 55 91 71 79 78 60 53 90 93 172
internal_value=0 0.0017836 0.00319794 0.00198945 0.00181368 0.00314608 0.00165529 0.00317833 0.00182752 0.00202116 0.0032078 0.00328503 0.00333153 0.00329354 0.00172689 0.00287751 0.00299819 0.00308159 0.00295727
internal_weight=0 514 1851 461 404 1781 351 1728 284 206 1656 1210 1086 1007 151 124 446 355 265
internal_count=2365 514 1851 461 404 1781 351 1728 284 206 1656 1210 1086 1007 151 124 446 355 265
is_linear=0
shrinkage=0.00310948


Tree=2310
num_leaves=16
num_cat=0
split_feature=4 123 13 14 49 49 14 16 49 150 16 133 4 16 160
split_gain=122.828 41.9254 26.8463 8.53279 6.31151 5.15879 5.0741 7.60171 3.74581 3.70209 3.07456 4.89147 3.16695 1.24867 1.11294
threshold=0.30163500000000004 1.0000000180025095e-35 -0.28558999999999996 0.076175000000000007 0.12001000000000002 -0.020999999999999994 -0.41790499999999997 -0.49181999999999998 -0.078869999999999982 0.084555000000000019 -0.071854999999999988 -0.032969999999999992 0.098655000000000007 -0.54150999999999994 0.075825000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -2 13 9 -4 12 -12 -7 -8 -3
right_child=6 14 3 -5 -6 10 7 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0011745553405892221 0.0015811323923303386 0.0011976534502205999 0.0023647914126658969 0.0039303076815651343 0.0022778656466696384 0.0032282785549345217 0.0014094828517874955 1.9095628792992026e-05 0.0021459516523644798 0.0032991810492981645 0.0024437943841484049 0.0030119751970732935 0.0027097932050667295 0.00087998302606435313 0.0016900618478526319
leaf_weight=57 61 75 52 63 89 638 52 68 78 65 120 731 92 73 54
leaf_count=57 61 75 52 63 89 638 52 68 78 65 120 731 92 73 54
internal_value=0 0.00284174 0.00293516 0.0029872 0.00295532 0.00298926 0.000926625 0.000719616 0.002589 0.00288413 0.00303861 0.00293189 0.00316297 0.00110048 0.00140399
internal_weight=0 2114 1985 1928 1865 1776 254 193 195 117 1581 851 730 125 129
internal_count=2368 2114 1985 1928 1865 1776 254 193 195 117 1581 851 730 125 129
is_linear=0
shrinkage=0.00260187


Tree=2311
num_leaves=18
num_cat=0
split_feature=3 40 15 4 3 42 3 15 16 51 133 3 40 42 156 4 133
split_gain=5.13322 3.33108 2.86744 2.23181 1.84618 1.57221 1.32975 1.36169 1.0219 2.0113 1.03376 0.972587 1.90594 0.86136 0.717892 0.544972 0.478123
threshold=0.11745500000000002 -0.084989999999999996 -0.026169999999999995 0.27161500000000005 0.31299000000000005 0.086700000000000013 -0.0035149999999999995 -1.0000000180025095e-35 0.21684500000000004 -0.006984999999999999 0.088525000000000006 -0.041784999999999996 -0.078349999999999989 0.11387000000000001 0.087205000000000019 -0.016164999999999995 0.40438500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -2 -5 8 -8 11 10 15 13 -13 14 -3 -10 -15
right_child=2 3 -4 5 -6 -7 7 -9 9 -11 -12 12 -14 16 -16 -17 -18
leaf_value=-0.00095007402791039207 0.0031194790158494178 0.0030974825383618928 -0.0034641083069803101 0.0022018824881245855 -0.00072789894292374922 -0.00087762020654403011 0.0027685417652387146 0.0056514969314451656 0.0024491302636141911 -0.00062940530307518147 0.00061559197216832834 0.0034381350693724003 -0.00079721544207615735 0.00057055303933979131 0.0018130507938262726 0.0045492519303614509 0.002555464903198044
leaf_weight=71 56 1165 53 93 73 77 93 76 81 71 52 53 55 61 123 52 63
leaf_count=71 56 1165 53 93 73 77 93 76 81 71 52 53 55 61 123 52 63
internal_value=0 0.00244545 -0.000340899 0.00255952 0.000940961 0.000806048 0.00271269 0.00406603 0.00258382 0.00165013 0.0025259 0.00274096 0.00127967 0.00285261 0.00297496 0.00327151 0.00158039
internal_weight=0 2186 182 2115 129 170 1945 169 1776 256 185 1520 108 1412 1288 133 124
internal_count=2368 2186 182 2115 129 170 1945 169 1776 256 185 1520 108 1412 1288 133 124
is_linear=0
shrinkage=0.0159455


Tree=2312
num_leaves=16
num_cat=0
split_feature=12 16 150 11 133 49 49 16 150 156 16 51 49 16 16
split_gain=1.73608 1.78079 1.68828 1.65438 1.63863 1.62946 1.49207 1.45553 1.11143 0.929326 1.0262 1.66197 1.11072 0.617039 0.0799151
threshold=0.1072 -0.15043499999999996 0.08926000000000002 0.080455000000000013 0.085720000000000018 0.12158500000000001 -0.07020499999999999 -1.0000000180025095e-35 0.084495000000000015 0.089300000000000004 0.19578000000000004 -0.006984999999999999 -0.018959999999999994 0.057675000000000011 -0.072729999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 8 -4 14 9 10 12 -12 -1 -11 -3
right_child=1 7 4 -5 -6 -7 -8 -9 -10 13 11 -13 -14 -15 -16
leaf_value=0.00016848497545657578 -0.0019067030079147663 0.0026985735009487756 0.0017345550014055727 0.0038170065904167228 0.0027729039317011426 -1.9411627691237733e-05 -0.0012739229338217524 -0.00047552931523475711 0.0039195633306077227 0.0043051537003957049 0.0018166662513821386 -0.0014838122222211661 0.0020253072240605922 0.0022648888889012725 0.00186903387329316
leaf_weight=74 52 53 56 101 55 93 99 68 62 54 91 52 1325 81 52
leaf_count=74 52 53 56 101 55 93 99 68 62 54 91 52 1325 81 52
internal_value=0 0.000482544 0.00184374 0.00198006 0.000588221 0.0018787 -0.000185974 0.00120161 0.0019803 0.00190851 0.00180565 0.000615393 0.0019272 0.00308216 0.00228925
internal_weight=0 225 2143 1933 210 1832 155 173 1739 1677 1542 143 1399 135 105
internal_count=2368 225 2143 1933 210 1832 155 173 1739 1677 1542 143 1399 135 105
is_linear=0
shrinkage=0.0147311


Tree=2313
num_leaves=25
num_cat=0
split_feature=3 3 43 15 3 42 15 12 12 43 15 51 15 16 42 12 12 12 0 15 16 15 3 0
split_gain=53.5985 19.8305 15.6432 8.7756 8.22019 7.02367 5.18638 5.02931 3.66935 2.80179 2.06939 1.51986 1.37859 1.66591 1.17046 1.24131 1.08046 1.07834 1.08748 1.04897 1.04239 0.876797 1.14192 0.488895
threshold=-0.052614999999999995 0.30112000000000005 -0.033174999999999989 -0.23118499999999997 0.11745500000000002 0.093195000000000014 -1.0000000180025095e-35 0.091475000000000015 0.081420000000000006 -0.085594999999999991 -0.035449999999999988 -0.085574999999999984 -0.075694999999999985 0.41484500000000007 0.085495000000000015 0.098600000000000007 0.083785000000000012 0.084160000000000013 -0.098179999999999976 -0.097984999999999989 -0.038799999999999994 0.097210000000000019 -0.079979999999999982 -0.093039999999999984
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 5 -1 6 9 19 8 -5 -2 12 -10 20 -14 15 -12 -13 -18 -19 -4 23 22 -16 -9
right_child=1 -3 4 7 -6 -7 -8 10 11 -11 14 16 13 -15 21 -17 17 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0012604854303286518 0.0017794323473911871 0.00031319990665475269 0.0021111634646874306 0.0017926323016259605 0.0012269210252511984 0.00040181428493740832 0.0026853175155420348 0.0017790361326290465 0.0027899440844723557 0.001057775481514247 0.0025956084698726752 0.0027418618992131397 0.0014382249302048204 0.0020567520507322307 0.001691969731062384 0.002178138224647365 0.0020351685404680713 0.0021095387705268925 0.0024560551255466846 0.0016713111877130922 0.0024126499777363869 0.0023007559460773248 0.0022141628901853811 0.002141645284959011
leaf_weight=57 66 99 75 60 80 75 90 52 86 82 100 68 61 58 57 96 53 69 656 74 53 91 58 52
leaf_count=57 66 99 75 60 80 75 90 52 86 82 100 68 61 58 57 96 53 69 656 74 53 91 58 52
internal_value=0 0.00138434 0.00157994 0.00226548 0.00194962 0.00105099 0.00219142 0.00229977 0.00241802 0.00137978 0.00212672 0.00245825 0.00195247 0.00173993 0.00224628 0.00239128 0.0024245 0.00239672 0.00242311 0.0018929 0.00211339 0.00210819 0.00195558 0.00196061
internal_weight=0 641 542 1727 319 223 239 1670 992 148 678 932 276 119 402 196 846 778 725 149 157 206 115 104
internal_count=2368 641 542 1727 319 223 239 1670 992 148 678 932 276 119 402 196 846 778 725 149 157 206 115 104
is_linear=0
shrinkage=0.00260187


Tree=2314
num_leaves=27
num_cat=0
split_feature=3 3 39 15 3 10 12 12 42 3 15 12 15 52 42 15 0 3 0 13 12 51 12 16 1446 12
split_gain=94.3827 29.4202 18.4734 13.0092 12.1887 8.74861 6.34752 5.29101 5.12327 4.08333 4.38523 2.60075 1.99016 1.86893 1.51141 1.46552 1.57643 1.35347 1.35168 1.26137 1.00544 0.916648 0.912218 1.01936 0.773128 0.791117
threshold=-0.052614999999999995 0.30112000000000005 0.081875000000000017 -0.23118499999999997 0.11745500000000002 -1.0000000180025095e-35 0.09141500000000001 0.081420000000000006 0.091090000000000018 -0.0053599999999999993 -0.031659999999999994 0.11685000000000002 -0.035449999999999988 -0.040589999999999994 0.085495000000000015 -0.079109999999999986 -0.091674999999999993 -0.078254999999999977 -0.11073999999999999 -0.065674999999999983 0.095815000000000011 -0.085574999999999984 0.095330000000000012 -0.065229999999999996 0.088500000000000009 0.083785000000000012
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=3 2 4 -1 9 -4 7 -5 13 -2 -11 12 15 -7 22 16 -8 -17 -9 20 -16 -20 -14 -24 25 -23
right_child=1 -3 5 6 -6 8 11 18 -10 10 -12 -13 14 -15 19 17 -18 -19 21 -21 -22 24 23 -25 -26 -27
leaf_value=0.0018756793764261434 0.0023762515069126549 0.00052224429611501299 0.00074097340582430561 0.0025784130102583943 0.0016661839031651613 0.0019555638760180918 0.0027525045475320629 0.0030194787804492733 0.0013188395329900636 0.0027392822566841644 0.0036631779650240226 0.0024290403038885917 0.0036944802428008549 0.0027071436634512861 0.0034013112690047618 0.002339591801127007 0.0033724215399793898 0.0029382135068967809 0.0037531923240818233 0.0027122239556684425 0.0028922332702188049 0.0037343418128634644 0.0035491121038207889 0.0030315107444128138 0.0037780862674309025 0.0033886162948803052
leaf_weight=57 65 99 67 60 75 54 59 57 65 80 84 52 59 52 80 55 75 68 85 63 52 59 56 69 52 669
leaf_count=57 65 99 67 60 75 54 59 57 65 80 84 52 59 52 80 55 75 68 85 63 52 59 56 69 52 669
internal_value=0 0.00193441 0.00219229 0.00320001 0.0026525 0.00160434 0.00324519 0.00339079 0.00194244 0.0029754 0.00321268 0.00303733 0.00308702 0.00232455 0.00321747 0.00289454 0.0030997 0.00267078 0.00344363 0.00304324 0.00320099 0.00347154 0.00340195 0.00326364 0.00344081 0.00341668
internal_weight=0 641 542 1727 304 238 1670 982 171 229 164 688 636 106 379 257 134 123 922 195 132 865 184 125 780 728
internal_count=2368 641 542 1727 304 238 1670 982 171 229 164 688 636 106 379 257 134 123 922 195 132 865 184 125 780 728
is_linear=0
shrinkage=0.00281635


Tree=2315
num_leaves=18
num_cat=0
split_feature=1 150 474 1 0 133 15 4 16 13 42 1 16 16 1213 484 16
split_gain=3.26455 1.40256 1.45755 1.17328 2.14761 2.07515 2.09761 2.08253 1.6522 1.48135 3.01757 1.39195 2.23591 1.97907 1.1804 0.906567 0.673461
threshold=0.14787500000000001 0.116995 0.10523500000000001 0.087840000000000015 -0.12608499999999997 -0.083804999999999977 -0.094449999999999992 0.50113000000000019 -0.13644999999999999 -0.015744999999999999 -1.0000000180025095e-35 0.097195000000000017 0.0048200000000000005 -0.066924999999999985 -0.086554999999999979 -0.14540999999999996 0.00088000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -7 14 16 12 -8 -13 -6 -16 -11
right_child=-2 -3 -4 5 9 6 11 -9 -10 10 -12 13 -14 -15 15 -17 -18
leaf_value=0.0038535888996699846 -0.0015799688761685977 -8.530898810806388e-05 0.003837792532180191 0.0032927785604511834 0.00068626836509640002 -0.0025318595957132452 0.0015191392079550304 0.0014749891476075034 0.00043600028201844112 0.0013949138671507514 -0.0012406742112479939 0.0040858594098143229 -0.0017052350226396515 0.0014658396430240917 0.00068606207565759258 0.002483403364107249 0.0028546208553645574
leaf_weight=98 59 82 59 83 92 72 160 100 67 341 80 74 53 193 57 618 71
leaf_count=98 59 82 59 83 92 72 160 100 67 341 80 74 53 193 57 618 71
internal_value=0 0.00166086 0.00172549 0.00166769 0.0019118 0.00125449 0.00101899 -2.21439e-05 -0.00110026 0.00176053 0.00117701 0.00153769 0.000716148 0.00219253 0.00213465 0.00233184 0.00164682
internal_weight=0 2300 2218 2159 1357 802 719 239 139 1259 492 480 213 267 767 675 412
internal_count=2359 2300 2218 2159 1357 802 719 239 139 1259 492 480 213 267 767 675 412
is_linear=0
shrinkage=0.0136093


Tree=2316
num_leaves=26
num_cat=0
split_feature=12 12 16 10 48 47 49 16 16 51 51 12 159 51 49 47 47 43 43 16 43 43 133 16 16
split_gain=96.1571 16.8085 9.9053 9.10614 7.42886 6.47958 5.56512 5.15685 3.36566 4.13781 3.05955 2.47554 2.08445 1.74664 1.73064 1.67347 1.40871 1.11831 1.5768 1.05361 1.02255 1.37618 0.510196 0.436391 0.334675
threshold=0.077755000000000005 0.10321000000000001 -0.15043499999999996 -1.0000000180025095e-35 0.12230500000000001 0.077555000000000013 -0.083094999999999988 0.15454000000000004 -0.49181999999999998 0.043015000000000005 0.020580000000000005 0.092495000000000008 0.088255000000000014 -0.029924999999999997 -0.014169999999999999 0.08265500000000002 0.090100000000000013 0.092445000000000013 0.0054600000000000004 0.39524000000000009 1.0000000180025095e-35 -0.045129999999999997 0.092550000000000007 -0.0094449999999999968 -0.06421499999999998
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 11 -3 -1 5 6 -5 8 -8 -10 13 12 14 -4 23 19 17 18 -16 20 21 22 -13 -2 -15
right_child=1 2 10 4 -6 -7 7 -9 9 -11 -12 15 -14 24 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.001051097162455722 0.0027915726164411056 0.0014218015291403228 0.0024930399418505033 0.0027519241220791183 0.0010381047003027923 0.0028663503189464974 0.0022122591145773418 0.002528991303311392 0.0013292685608919366 0.0021417618785205699 0.0021849903875318082 0.0029049746801457655 0.0028486782848220369 0.0029281154345531329 0.0033642291122885208 0.0025961168246670429 0.0029281262555386264 0.0037096990020591262 0.0029007842237457845 0.0033662154521523339 0.0032356918637810907 0.0025255822282818975 0.0032451055452440711 0.0031381407831899753 0.0032304949626014842
leaf_weight=86 53 52 52 55 53 65 69 64 169 60 58 87 84 53 679 60 59 60 57 73 93 53 52 55 58
leaf_count=86 53 52 52 55 53 65 69 64 169 60 58 87 84 53 679 60 59 60 57 73 93 53 52 55 58
internal_value=0 0.00307016 0.0024651 0.00185336 0.00198226 0.00208602 0.00196432 0.00184458 0.0016975 0.00154227 0.00271046 0.00318289 0.00325216 0.00289726 0.00328732 0.00300932 0.00332758 0.00335715 0.00332838 0.00307849 0.0030047 0.00289266 0.00303242 0.00296833 0.00308637
internal_weight=0 1738 273 621 535 482 417 362 298 229 221 1465 1047 163 963 418 855 796 736 358 285 192 139 108 111
internal_count=2359 1738 273 621 535 482 417 362 298 229 221 1465 1047 163 963 418 855 796 736 358 285 192 139 108 111
is_linear=0
shrinkage=0.00265391


Tree=2317
num_leaves=16
num_cat=0
split_feature=3 376 151 43 133 43 475 13 49 49 3 13 132 52 3
split_gain=2.2797 1.28079 1.11104 1.04474 2.21125 1.61111 1.56689 1.25468 1.45721 2.66769 1.07938 0.971813 0.819468 0.469061 0.425318
threshold=0.11745500000000002 0.086445000000000008 -0.15554499999999996 -0.084794999999999995 -0.0081099999999999974 -0.088164999999999979 -0.082549999999999998 0.060910000000000013 -0.07107999999999999 -0.008964999999999999 -0.082304999999999975 -0.11122999999999998 0.089075000000000015 -0.14927499999999996 0.32329500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 12 10 8 -8 -10 -5 14 13 -6 -2
right_child=11 -3 3 6 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.003741715230285833 0.0017864752063280623 -0.00052037415415591513 -0.0016945812509667473 0.0051317914599630079 0.0035528840258611878 -0.00030331373773533115 0.0038232870022705452 0.00013060351761651887 -0.0012480498926241378 0.0019965348122102855 0.0021865308839870662 -0.0015129803804878616 0.00036873948018451127 0.0020170859660585084 -7.1172574864493223e-05
leaf_weight=69 55 52 53 58 55 86 90 89 60 1206 55 61 60 254 56
leaf_count=69 55 52 53 58 55 86 90 89 60 1206 55 61 60 254 56
internal_value=0 0.00180718 0.00186394 0.00180115 0.00120861 0.00154714 0.00199425 0.00186077 0.00197421 0.00184264 0.00369968 9.63868e-06 0.00197884 0.00229097 0.000847838
internal_weight=0 2187 2135 2066 508 455 1558 1445 1356 1266 113 172 369 309 111
internal_count=2359 2187 2135 2066 508 455 1558 1445 1356 1266 113 172 369 309 111
is_linear=0
shrinkage=0.0150258


Tree=2318
num_leaves=11
num_cat=0
split_feature=1 47 47 150 1454 51 40 457 47 13
split_gain=2.24247 0.909433 0.913699 0.838645 0.762231 1.18353 1.08637 1.23098 0.644544 0.520944
threshold=0.14787500000000001 0.11069000000000002 0.10397500000000001 0.116995 0.081720000000000015 -0.23729499999999998 -0.084709999999999994 0.084040000000000017 0.12577000000000002 -0.077549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -3 -6
right_child=-2 8 -4 -5 9 6 7 -9 -10 -11
leaf_value=0.0029739785197008743 -0.0013293154744475537 -0.00082572627995696824 0.003064635973469761 -9.0411715167398337e-06 -0.00068370351124318095 -0.00040186331588899972 0.0013258480588221701 0.0026996864438620862 0.0011723489319956338 0.0012041636996119941
leaf_weight=85 59 59 55 81 52 60 1675 125 56 52
leaf_count=85 59 59 55 81 52 60 1675 125 56 52
internal_value=0 0.00130387 0.00136474 0.00132078 0.00137342 0.00143294 0.00136244 0.00142133 0.000146011 0.000258861
internal_weight=0 2300 2185 2130 2049 1945 1860 1800 115 104
internal_count=2359 2300 2185 2130 2049 1945 1860 1800 115 104
is_linear=0
shrinkage=0.0133425


Tree=2319
num_leaves=23
num_cat=0
split_feature=1 3 4 12 1 1 12 12 15 51 4 4 1 3 15 4 3 39 1454 12 15 16
split_gain=180.386 34.8791 18.9728 17.8019 9.16866 7.16704 5.96243 8.12406 4.95324 4.25319 5.12544 3.63958 3.3927 3.43953 2.73837 2.44793 2.39554 1.69053 1.30157 1.10046 0.96692 1.33028
threshold=0.10508500000000001 -0.055839999999999994 0.30163500000000004 -0.029844999999999997 0.092655000000000015 0.13630500000000004 0.091475000000000015 0.077755000000000005 -1.0000000180025095e-35 0.11178000000000002 0.053255000000000004 -0.0090299999999999981 0.090485000000000024 -0.11327499999999999 -0.40992999999999996 -0.015789999999999995 -0.11255999999999998 0.088025000000000006 0.081220000000000014 0.087745000000000004 -0.075694999999999985 -0.077879999999999991
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 15 4 -1 11 7 8 -5 10 16 -3 13 -9 -7 -2 -8 -13 19 -15 -18 -22
right_child=1 5 -4 6 -6 14 9 12 -10 -11 -12 17 -14 18 -16 -17 20 -19 -20 -21 21 -23
leaf_value=0.0035480267605986259 0.004105726574425172 0.0022720335576662397 0.0016805021099109353 0.0030079857370114492 0.0019189366748472694 0.0012185576366818909 0.0043822235474312637 0.0047389691355619375 0.003953004316999722 0.0028790562527098375 0.003130610969763528 0.001686728966364857 0.0033981625692860694 0.0042026769481295287 0.00033255957338128365 0.0032407566119787498 0.0041106952312036241 0.0011043622261980111 0.0036579401778789175 0.0039788890755658533 0.0039909663744733615 0.0036067115251143542
leaf_weight=53 53 58 59 96 57 57 58 71 82 52 97 98 52 483 54 52 58 67 53 285 101 263
leaf_count=53 53 58 59 96 57 57 58 71 82 52 97 98 52 483 54 52 58 67 53 285 101 263
internal_value=0 0.00189552 0.00295935 0.00380403 0.00270414 0.00137307 0.00387311 0.00399645 0.0034435 0.00365306 0.00372276 0.00166426 0.00410068 0.0041416 0.000787802 0.00367765 0.00384236 0.00145044 0.0040899 0.00411967 0.00376809 0.00371341
internal_weight=0 498 164 1861 110 334 1751 1122 178 629 577 223 944 892 111 105 480 165 821 768 422 364
internal_count=2359 498 164 1861 110 334 1751 1122 178 629 577 223 944 892 111 105 480 165 821 768 422 364
is_linear=0
shrinkage=0.00281635


Tree=2320
num_leaves=16
num_cat=0
split_feature=2 52 0 159 12 0 3 3 1446 2 1 1 16 0 15
split_gain=2.88155 2.63799 1.22737 1.48066 2.39214 0.953713 1.58148 1.19371 1.11381 0.937903 1.11676 1.03987 0.828342 0.685478 0.518416
threshold=0.10859000000000001 0.12469000000000001 -0.0088949999999999984 0.086825000000000013 -0.041134999999999991 0.12436000000000001 -0.15500999999999998 -0.13392999999999997 0.088500000000000009 -0.0091949999999999983 0.10019500000000002 0.096300000000000011 -0.092714999999999978 -0.073999999999999996 -0.064464999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1 -8 9 -9 11 -11 -6 -12 -14
right_child=1 -3 -4 -5 12 -7 7 8 -10 10 13 -13 14 -15 -16
leaf_value=-0.00041949069254181714 0.0037761982620615254 0.0030852249608880108 -0.0019698772050910536 -0.0013632163556659828 -0.0012817180269927221 0.0037258342278970293 0.0040562888959688502 0.00011832598671110993 0.0034170033672097748 0.0016538915161577572 0.0019572101478762672 -0.00057840367420531073 0.0018638632484128718 0.0039983515075863677 -0.0001239036592837473
leaf_weight=83 56 76 70 95 68 58 55 96 89 1280 84 53 63 78 65
leaf_count=83 56 76 70 95 68 58 55 96 89 1280 84 53 63 78 65
internal_value=0 0.000406544 -8.12564e-05 0.000299252 0.000926639 0.00175006 0.00168694 0.0017878 0.00171344 0.00161804 0.00171423 0.00156501 0.000111628 0.00294101 0.000853147
internal_weight=0 493 417 347 252 1876 1818 1735 1680 1591 1495 1333 196 162 128
internal_count=2369 493 417 347 252 1876 1818 1735 1680 1591 1495 1333 196 162 128
is_linear=0
shrinkage=0.0156328


Tree=2321
num_leaves=24
num_cat=0
split_feature=2 2 1 133 2 13 3 49 475 13 10 133 133 2 13 43 475 3 52 12 13 3 52
split_gain=2.49301 1.01034 1.38708 7.04061 3.01743 2.17619 1.55037 1.21107 0.993042 0.870238 0.855271 1.03896 1.44953 1.49266 1.32677 0.985202 0.812314 0.771927 0.68355 0.827385 0.649855 0.553108 0.475872
threshold=0.16730000000000003 0.08647500000000001 0.078015000000000015 -1.0000000180025095e-35 0.096425000000000025 -0.013049999999999997 -0.055009999999999996 0.11580500000000001 -0.08100499999999998 0.09610500000000001 0.058500000000000003 0.032620000000000003 0.12330000000000001 0.084360000000000004 -0.096444999999999989 0.035255000000000009 -0.080204999999999985 0.10812000000000001 0.026115000000000003 0.087745000000000004 -0.079149999999999984 -0.092714999999999978 -0.0092149999999999992
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=1 10 6 -4 -5 22 7 8 -3 17 11 14 13 -13 -1 16 -16 -7 19 -10 -20 -18 -6
right_child=-2 2 3 4 5 9 -8 -9 18 -11 -12 12 -14 -15 15 -17 21 -19 20 -21 -22 -23 -24
leaf_value=0.0048143832032150179 -0.0020233412621177369 0.0030878576763746094 -0.0055001198183408217 -0.0020172234602398669 -0.001118398497277157 0.0043753665740880127 0.0034729092528318021 -0.00093830649670205326 0.0020172489692665213 0.00087473609580471885 -0.00015474788393359651 -0.0013866781815161685 0.0026567742237969963 0.0019636048937305638 0.00033553555178013122 -6.7441095122784629e-05 0.0041631861956367257 0.002032245622538645 0.0028512812468067489 1.9481448100075609e-05 0.0012312817808440878 0.0023255972441564863 0.00098054667074991254
leaf_weight=56 62 93 52 73 59 96 102 66 84 52 58 90 98 66 54 55 53 70 103 203 230 429 65
leaf_count=56 62 93 52 73 59 96 102 66 84 52 58 90 98 66 54 55 53 70 103 203 230 429 65
internal_value=0 0.00141396 0.00111493 0.000368876 0.0011047 0.00177161 0.0015102 0.00125297 0.00145606 0.00278963 0.00183409 0.00196232 0.00104394 2.95913e-05 0.00232258 0.00208616 0.00230748 0.00338839 0.001211 0.000604823 0.00173291 0.00252803 -1.66882e-05
internal_weight=0 2307 1348 467 415 342 881 779 713 218 959 901 254 156 647 591 536 166 620 287 333 482 124
internal_count=2369 2307 1348 467 415 342 881 779 713 218 959 901 254 156 647 591 536 166 620 287 333 482 124
is_linear=0
shrinkage=0.0169215


Tree=2322
num_leaves=28
num_cat=0
split_feature=1 2 15 15 1 155 0 2 0 2 0 14 3 3 1 15 403 16 15 42 16 47 1203 16 50 2 3
split_gain=60.036 12.9437 11.1754 8.36924 5.85603 7.37712 4.008 9.42014 3.44272 3.40111 3.81464 3.13023 2.43201 2.27407 2.15118 1.79429 1.39721 1.28978 0.950072 0.920471 2.02645 2.2133 0.641667 0.641142 0.522779 0.67029 0.459319
threshold=0.10932500000000002 0.14721500000000001 -0.084629999999999997 0.03981500000000001 0.090540000000000023 0.11023000000000001 -0.068669999999999995 1.0000000180025095e-35 -0.14989499999999997 0.097880000000000009 -0.048199999999999993 -0.22253999999999999 -0.079979999999999982 -0.048154999999999996 0.12030000000000002 0.12011500000000001 -0.079874999999999988 -0.0092499999999999978 -0.075694999999999985 0.08648500000000002 -0.0032799999999999995 0.077555000000000013 0.086445000000000008 -0.0074349999999999998 0.092410000000000006 0.088210000000000025 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 9 6 7 -6 -5 16 12 -2 -11 -4 -13 17 -1 22 -14 20 21 -18 24 -21 25 -10 -22
right_child=1 -3 13 8 5 -7 -8 -9 15 10 -12 14 18 -15 -16 -17 19 -19 -20 23 26 -23 -24 -25 -26 -27 -28
leaf_value=0.0021316033184230975 0.0016705980352537905 0.00026778041759362197 0.0025328136540371518 0.0034601012726521458 0.0026587641746873059 0.002988650878751273 0.0010574822254982616 0.00133106808473438 0.0027640843020606313 0.0028413142829349226 0.0014726995655257237 0.0012615628778820239 0.0023817204011638005 0.0017938254651215825 0.00050533074596371876 0.0022289038306162771 0.0024360886324073599 0.0030805139423434394 0.001851305441513735 0.0026375045643524278 0.0032538378432436124 0.0031106711212230049 0.0029677320009977486 0.0022648736013459046 0.002417760827965262 0.0025343447527945745 0.0028714982907650038
leaf_weight=52 54 85 72 53 89 52 53 95 338 63 52 57 61 72 75 68 205 81 57 82 52 53 64 81 73 168 62
leaf_count=52 54 85 72 53 89 52 53 95 338 63 52 57 61 72 75 68 205 81 57 82 52 53 64 81 73 168 62
internal_value=0 0.00128785 0.0015505 0.00251514 0.00234755 0.00198835 0.00176874 0.00197344 0.00273506 0.00247412 0.00217376 0.00107572 0.002375 0.00216354 0.000832123 0.0026865 0.00259328 0.00272943 0.00212577 0.0026381 0.00271933 0.00257479 0.00268516 0.00245252 0.00265387 0.00268787 0.00304617
internal_weight=0 415 330 1954 1109 289 237 184 845 820 233 186 181 144 132 792 587 724 118 535 372 258 643 163 579 506 114
internal_count=2369 415 330 1954 1109 289 237 184 845 820 233 186 181 144 132 792 587 724 118 535 372 258 643 163 579 506 114
is_linear=0
shrinkage=0.00293013


Tree=2323
num_leaves=27
num_cat=0
split_feature=1 52 124 2 47 2 1 16 2 1 16 1 1 2 133 133 131 16 2 16 1456 475 15 42 394 15
split_gain=167.535 22.022 15.8009 15.3107 7.65959 7.47048 5.25358 7.50592 7.12968 3.55156 6.54301 3.03089 4.3814 2.7943 1.65353 1.36514 1.32987 0.984853 0.965907 0.884858 0.92579 0.834368 0.706225 0.684258 0.586568 0.510646
threshold=0.10538500000000002 -0.40809499999999993 -0.080389999999999989 0.14530500000000005 0.10589000000000001 0.089625000000000024 0.13075500000000004 -0.0096099999999999988 0.11252000000000002 0.088595000000000021 0.15737500000000001 0.085425000000000015 0.078435000000000019 0.12131500000000002 -0.16226499999999996 0.092470000000000011 0.077860000000000013 -0.093079999999999982 0.099675000000000014 -0.082039999999999988 -1.0000000180025095e-35 -0.060699999999999997 0.094620000000000024 0.077855000000000021 -0.0074349999999999998 -0.016949999999999996
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 -1 4 6 11 7 8 -3 13 -11 12 16 14 -7 23 19 -13 -17 24 -21 -19 25 -16 -4 -23
right_child=1 3 5 -5 -6 9 -8 -9 -10 10 -12 17 -14 -15 15 18 -18 21 -20 20 -22 22 -24 -25 -26 -27
leaf_value=0.0016391588211800375 0.0027201581719616193 0.0022819611580064503 0.0033918334742168415 -7.4225710477402972e-05 0.001856959237545422 0.0023916593754597921 0.00037758249022884326 0.0005118073766618164 0.00097439877854946157 0.0016023426083714299 0.0028988556616125379 0.0024895480845309285 0.0037848133027500483 0.0022286511802823597 0.0028268182413540852 0.0028280306058486989 0.0034421390416086222 0.0025777469368978277 0.0024186374089065071 0.0032495547943539966 0.0028593272791302225 0.002814501966031618 0.0027265055396686381 0.0030702877715005229 0.0030724311327915204 0.0031301973081360218
leaf_weight=75 53 56 54 89 84 59 82 73 62 56 54 52 66 64 151 109 60 52 67 53 256 53 73 190 194 132
leaf_count=75 53 56 54 89 84 59 82 73 62 56 54 52 66 64 151 109 60 52 67 53 256 53 73 190 194 132
internal_value=0 0.00110258 0.00283349 0.000910291 0.00115581 0.00288338 0.000939968 0.00118126 0.00159518 0.00268096 0.00223907 0.00302863 0.00313308 0.00275686 0.0028155 0.00286382 0.00306332 0.0028315 0.00267234 0.00302246 0.00292635 0.00288877 0.00295134 0.00296256 0.00314209 0.00303991
internal_weight=0 499 1870 446 357 1795 273 191 118 750 110 1045 683 640 576 517 617 362 176 557 309 310 258 341 248 185
internal_count=2369 499 1870 446 357 1795 273 191 118 750 110 1045 683 640 576 517 617 362 176 557 309 310 258 341 248 185
is_linear=0
shrinkage=0.00265391


Tree=2324
num_leaves=25
num_cat=0
split_feature=3 3 43 16 3 52 16 43 16 52 43 159 3 151 16 49 51 3 13 43 52 133 133 43
split_gain=116.185 48.1007 33.0075 14.4383 13.1132 8.69829 6.15365 6.18551 5.7278 6.50094 5.00279 4.01126 4.13611 3.8625 3.75245 2.40607 1.9286 1.83599 1.80399 1.3417 1.31716 1.12618 1.09862 0.365293
threshold=-0.060614999999999995 0.30112000000000005 -0.033174999999999989 -0.18776499999999999 0.10812000000000001 0.0085900000000000021 -0.16238499999999997 -0.090809999999999988 0.0055300000000000011 -0.5335399999999999 0.0054600000000000004 -0.073364999999999986 -0.10583499999999998 -0.086379999999999985 -0.055679999999999993 0.093350000000000002 -0.04652499999999999 -0.079214999999999994 -0.012279999999999998 0.0066850000000000008 -0.087239999999999984 -0.43714999999999993 0.085980000000000015 0.061400000000000003
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 6 5 10 -1 -2 -8 13 16 14 -11 -13 -5 -4 19 -10 -14 -9 20 -15 -21 -22 -23
right_child=1 -3 4 8 -6 -7 7 18 9 11 -12 12 17 15 -16 -17 -18 -19 -20 21 22 23 -24 -25
leaf_value=0.0015974166817905339 0.00037306438651746787 -0.00021117366009597893 0.0026997305850849605 0.0027430302603585277 0.0016675575384221021 0.0029829825747224713 0.0022400767140209237 0.0014003779214173952 0.0031397616227512837 0.0032998586538002424 0.0022782503359806594 0.0018655144811449836 0.003004792108209059 0.0038716688336237507 0.0035561220032813185 0.0027689986047516177 0.0039111712728384911 0.0023622291021518065 0.00063757248800797484 0.0035385347605210241 0.0034924201045229706 0.0031638663051714844 0.0032404565574835247 0.0028389542771521154
leaf_weight=80 65 98 78 93 100 76 55 55 59 69 74 65 95 61 102 55 54 65 52 52 524 72 214 56
leaf_count=80 65 98 78 93 100 76 55 55 59 69 74 65 95 61 102 55 54 65 52 52 524 72 214 56
internal_value=0 0.00168744 0.00200774 0.00312261 0.00256707 0.00227264 0.00113534 0.001441 0.00320902 0.00291045 0.00292109 0.00268042 0.00249032 0.00331682 0.00318519 0.0033684 0.00350868 0.00274395 0.00102996 0.00340204 0.00345397 0.00317137 0.0034194 0.00302196
internal_weight=0 679 581 1690 354 156 227 162 1534 407 254 294 225 1127 180 1034 113 160 107 979 799 180 738 128
internal_count=2369 679 581 1690 354 156 227 162 1534 407 254 294 225 1127 180 1034 113 160 107 979 799 180 738 128
is_linear=0
shrinkage=0.00293013


Tree=2325
num_leaves=23
num_cat=0
split_feature=1 4 10 52 4 14 124 14 1 12 475 52 49 43 471 475 13 1447 1447 4 12 1
split_gain=4.26275 2.31667 2.12535 1.78982 1.72572 1.43701 1.18741 1.39242 0.949213 0.852566 1.71931 2.18233 1.84429 1.91092 0.635931 1.19135 0.829917 0.724873 0.845918 0.69699 0.54389 1.22832
threshold=0.096300000000000011 -0.010549999999999999 -1.0000000180025095e-35 -0.050359999999999995 0.053455000000000009 0.062655000000000016 -0.077709999999999987 -1.0000000180025095e-35 0.10980000000000002 0.083865000000000009 -0.068264999999999978 0.084755000000000011 -1.0000000180025095e-35 -0.011369999999999998 0.087850000000000011 -0.014939999999999997 -0.082804999999999976 -0.085024999999999989 -0.074869999999999978 -0.088499999999999981 0.091910000000000006 0.11918000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 8 -4 9 -6 -8 -2 10 -1 12 -12 -14 15 16 -11 -17 -19 -20 21 -9
right_child=1 2 4 -5 6 -7 7 20 -10 14 11 -13 13 -15 -16 17 -18 18 19 -21 -22 -23
leaf_value=-0.0011794394034806493 0.0016955786934504781 -0.0023200061090132766 -0.0016084084171340838 0.0035330601409138277 -0.0010901651553742126 0.0038514160394341047 0.0031040912575399635 0.0026139862967853589 -0.000429597534170564 0.0022511845474297229 0.00046015485391953746 -0.00083697316456049346 0.001180600379822986 0.0045799376408221073 0.00039220263978483332 0.00021739489116269731 0.0044583796169424001 0.0035286703126009606 0.00061734290456029418 0.0018855693109620436 -0.00037024933728629184 -6.2193191544487484e-05
leaf_weight=52 99 66 69 65 52 61 54 58 64 77 72 56 52 75 52 52 54 54 88 956 66 70
leaf_count=52 99 66 69 65 52 61 54 58 64 77 72 56 52 75 52 52 54 54 88 956 66 70
internal_value=0 0.000511665 -7.04312e-05 0.00162288 0.000331538 0.00179846 0.00077821 0.00117055 0.000860262 0.00172202 0.00107432 0.00153448 0.00220255 0.00318923 0.00187108 0.00193099 0.00316213 0.00179063 0.001865 0.00177881 0.000631601 0.00114932
internal_weight=0 663 435 228 369 1701 300 248 163 1640 307 255 199 127 1333 1281 131 1150 1098 1044 194 128
internal_count=2364 663 435 228 369 1701 300 248 163 1640 307 255 199 127 1333 1281 131 1150 1098 1044 194 128
is_linear=0
shrinkage=0.0136093


Tree=2326
num_leaves=23
num_cat=0
split_feature=1 4 48 4 4 13 52 0 132 43 43 160 13 1 483 1 43 13 1 12 49 13
split_gain=2.94965 1.66008 1.78102 1.76478 1.70912 1.21185 1.1565 1.12056 1.07432 0.92064 1.7148 0.787493 0.760267 0.729799 0.689305 0.617114 1.427 1.59277 1.30359 0.732802 0.670389 0.36726
threshold=0.096300000000000011 -0.0090299999999999981 0.014805 0.51286500000000013 0.41257000000000005 -1.0000000180025095e-35 -0.050359999999999995 0.12381500000000002 1.0000000180025095e-35 -0.077544999999999989 -0.12584499999999996 0.10266000000000002 -0.10099999999999999 0.10980000000000002 -0.040619999999999996 0.079020000000000021 -1.0000000180025095e-35 -0.0013449999999999996 0.085595000000000018 0.094185000000000005 -0.008964999999999999 -0.024504999999999996
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=7 6 3 4 5 -3 13 8 11 10 -10 12 -1 -2 -13 16 19 -18 -17 -14 -20 -4
right_child=1 2 21 -5 -6 -7 -8 -9 9 -11 -12 14 15 -15 -16 18 17 -19 20 -21 -22 -23
leaf_value=-4.8182834980356865e-06 0.0018597040505803858 0.0016750062002406987 -0.0010400216827777548 -0.0014137089054816687 0.0032818573599417804 -0.0015818417726056635 0.003614637771169021 -0.00045804663626275108 0.0044839705021364239 0.004947052921697251 0.00029997970090648018 0.0017784637177575295 0.0019183688266180569 -0.0004322959744873514 -0.00089309276780641757 0.0050345076156914498 0.001395577772561976 -0.0020604066319859604 0.00047663858758961898 0.0033951504223932059 0.0025732454197934605 -0.0030985039053008836
leaf_weight=57 103 74 52 97 86 63 67 58 57 62 60 58 592 69 57 57 168 52 56 121 246 52
leaf_count=57 103 74 52 97 86 63 67 58 57 62 60 58 592 69 57 57 168 52 56 121 246 52
internal_value=0 0.000539569 -0.000108451 0.000528813 0.00137459 0.000175987 0.00168997 0.00189718 0.00198044 0.00324397 0.00233991 0.00182582 0.00194274 0.000939168 0.000452699 0.00202881 0.0017942 0.000577871 0.00263801 0.00216925 0.00218508 -0.00207103
internal_weight=0 663 424 320 223 137 239 1701 1643 179 117 1464 1349 172 115 1292 933 220 359 713 302 104
internal_count=2364 663 424 320 223 137 239 1701 1643 179 117 1464 1349 172 115 1292 933 220 359 713 302 104
is_linear=0
shrinkage=0.0172599


Tree=2327
num_leaves=23
num_cat=0
split_feature=1 4 10 1 14 0 123 4 12 4 52 0 4 150 4 4 156 0 157 52 0 43
split_gain=2.0408 1.14855 1.39015 1.40441 0.879787 0.906422 0.851675 1.21803 0.861996 1.22564 0.799836 0.676251 2.44688 0.917452 0.956309 1.17476 0.879922 0.789193 0.545907 0.441654 0.365247 0.293862
threshold=0.096300000000000011 -0.0090299999999999981 -1.0000000180025095e-35 0.13840500000000003 0.062655000000000016 0.076335000000000014 0.085740000000000011 0.053455000000000009 0.091910000000000006 0.41696500000000003 -0.050359999999999995 -0.10653 0.0034000000000000007 0.082965000000000025 0.0015850000000000003 -0.0023899999999999993 0.087400000000000019 -0.090789999999999996 -0.027269999999999996 0.0029250000000000005 -0.080689999999999984 -0.064499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 -3 6 5 11 7 -4 9 -9 18 12 -1 14 15 17 -15 -13 -2 20 -16 -20
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12 13 -14 16 19 -17 -18 -19 21 -21 -22 -23
leaf_value=-0.0021167131988916949 -0.00050032320661724892 -0.0020553726252464243 -0.001636780173265497 0.0022102224395234966 0.0030252560433382185 -0.00036145931318854163 -0.0016696479929996775 0.0030315261226033677 -0.00045104790930004638 2.6515470943150212e-06 0.0025155634546088217 0.0025565583164956899 0.0018180158106800856 0.0040587663247377784 -0.00075240406626146173 0.0035281411912739735 0.0014324092608867614 0.001246345218981962 0.0020313743589754638 0.0012503234849463834 0.00080502801286439613 0.00056000977037282444
leaf_weight=52 57 63 55 64 61 69 61 59 69 53 67 107 90 52 75 56 55 947 52 83 54 63
leaf_count=52 57 63 55 64 61 69 61 59 69 53 67 107 90 52 75 56 55 947 52 83 54 63
internal_value=0 0.000375428 -7.55363e-05 0.000269548 0.0013204 0.00125689 -0.000148125 0.000244497 0.000817007 0.0015996 0.00117611 0.00132807 0.000376043 0.00142256 0.00131823 0.00148804 0.00271021 0.0013795 0.000653452 0.000428387 -9.92606e-05 0.00122666
internal_weight=0 663 424 361 1701 1640 297 236 181 112 239 1571 142 1429 1322 1110 107 1054 172 212 129 115
internal_count=2364 663 424 361 1701 1640 297 236 181 112 239 1571 142 1429 1322 1110 107 1054 172 212 129 115
is_linear=0
shrinkage=0.0144423


Tree=2328
num_leaves=26
num_cat=0
split_feature=1 52 1 123 52 10 0 15 0 123 15 43 0 15 49 0 151 0 48 132 0 16 16 403 15
split_gain=80.4401 17.8285 5.84476 4.6311 4.59453 3.15205 2.91127 2.59075 3.5966 2.57214 2.31046 2.09866 1.88344 4.79679 1.45327 1.41737 1.05616 0.97331 0.865739 0.847475 0.719087 0.510747 0.467736 0.379397 0.278378
threshold=0.10335000000000001 -0.41304999999999997 0.12450500000000002 1.0000000180025095e-35 -0.021164999999999996 -1.0000000180025095e-35 -0.12118 1.0000000180025095e-35 -0.11796999999999999 0.088205000000000019 0.11124000000000002 -0.15318999999999997 -0.097199999999999995 -0.097269999999999981 0.10311000000000002 -0.071844999999999978 -0.086944999999999981 -0.081224999999999978 0.085130000000000025 0.084605000000000014 -0.075914999999999996 0.25155500000000003 0.0023100000000000004 -0.12219499999999998 0.089835000000000012
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 4 7 18 -4 -6 11 -9 20 15 -1 13 -13 16 17 -14 23 -3 -18 -7 -16 -12 -10 -19
right_child=1 2 5 -5 6 9 -8 8 10 -11 22 12 14 -15 21 -17 19 24 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0019866004818179283 0.0027379168633254502 0.00070494924596319216 0.00019990681816699948 0.0018645911003809172 0.0012861321216348788 0.0010094876597978898 0.00205493509363424 0.0033791380244674704 0.0025597497293184729 0.00047756324119661245 0.0024742010893404973 0.0026860420841707503 0.0022934029074862024 0.0017549543271139817 0.0025294060282286678 0.0030935090559395676 0.0027463496995782828 0.0026492984700362686 0.0012185916110231203 0.0023732351868305909 0.0014721005280439029 0.0021534871620982826 0.0021393998614843671 0.0027968137471129626 0.0024134462807364971
leaf_weight=62 63 52 53 72 69 54 91 59 68 52 77 98 57 80 52 75 423 69 53 56 54 69 62 334 110
leaf_count=62 63 52 53 72 69 54 91 59 68 52 77 98 57 80 52 75 423 69 53 56 54 69 62 334 110
internal_value=0 0.00132929 0.00114358 0.0025661 0.00142293 0.000795889 0.00172358 0.00259493 0.00270636 0.00099312 0.00265639 0.00248881 0.00252606 0.00226774 0.002596 0.00272654 0.00265931 0.00267912 0.000964503 0.00270279 0.00124107 0.00231529 0.00232508 0.00275679 0.00250453
internal_weight=0 541 478 1823 265 213 160 1751 854 160 795 897 835 178 657 656 536 581 105 479 108 121 139 402 179
internal_count=2364 541 478 1823 265 213 160 1751 854 160 795 897 835 178 657 656 536 581 105 479 108 121 139 402 179
is_linear=0
shrinkage=0.00281635


Tree=2329
num_leaves=20
num_cat=0
split_feature=1 52 39 1 14 47 1 15 3 3 3 49 15 3 1 16 133 16 13
split_gain=130.121 20.2394 17.1447 11.9923 6.30959 5.75963 4.92934 4.20663 4.89649 4.8417 2.98818 2.10449 1.98617 1.69303 1.51867 1.14772 1.11515 0.889424 0.694043
threshold=0.10600000000000002 -0.40011499999999994 0.081875000000000017 0.13554500000000003 0.062655000000000016 0.078345000000000012 0.092655000000000015 0.022565000000000005 -0.15315499999999996 0.08734500000000002 -0.029309999999999996 0.11580500000000001 -0.41971499999999995 -0.10468499999999999 0.11684000000000001 -0.0011349999999999999 -0.0044049999999999992 -0.097069999999999976 -0.085164999999999977
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 5 7 10 -4 8 -1 11 -3 16 -5 -9 -12 17 -10 -15 -19
right_child=1 3 6 12 -6 -7 -8 13 9 -11 14 -13 -14 15 -16 -17 -18 18 -20
leaf_value=0.0016987907403302224 0.0025619589522521023 0.0012248980469549788 0.0020814023388193654 0.00040235922919491394 0.0034745548597358358 0.0016339187309390062 0.00088591331765140106 0.0032081691682108943 0.0023867394575274648 0.001895797116874001 0.00076716989830778368 0.0021171933926738078 -0.00028245270311363972 0.0023720526977534123 0.00016762764403234416 0.0023685612945782523 0.0026787215540167082 0.0029221734317577503 0.0026963262787802855
leaf_weight=67 52 75 52 59 63 86 58 52 132 96 84 74 78 55 56 85 528 146 466
leaf_count=67 52 75 52 59 63 86 58 52 132 96 84 74 78 55 56 85 528 146 466
internal_value=0 0.000900538 0.00253069 0.000703223 0.00259798 0.00101762 0.00145133 0.0025655 0.00243258 0.00249178 0.000770962 0.00256968 1.22468e-05 0.00271376 0.000527568 0.00267953 0.00262037 0.00271911 0.00275025
internal_weight=0 490 1874 438 1764 301 110 1701 897 830 215 734 137 804 140 752 660 667 612
internal_count=2364 490 1874 438 1764 301 110 1701 897 830 215 734 137 804 140 752 660 667 612
is_linear=0
shrinkage=0.00281635


Tree=2330
num_leaves=17
num_cat=0
split_feature=4 1 12 1 52 12 150 0 12 4 0 4 16 42 1 4
split_gain=119.514 31.5509 14.0853 8.43489 6.70576 5.38862 3.29324 6.38277 3.31592 4.18528 4.66244 3.03639 2.9983 3.471 2.88358 0.601194
threshold=0.30163500000000004 0.10384000000000002 -1.0000000180025095e-35 0.13075500000000004 -0.41304999999999997 0.11769500000000001 0.081245000000000026 -0.14989499999999997 -0.036614999999999988 -0.47860499999999995 -0.060199999999999997 0.42953500000000006 -0.0079449999999999989 0.084130000000000024 0.11695500000000002 0.51224500000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 11 -4 6 7 -1 -9 -10 -11 -2 13 -8 -6 -5
right_child=3 2 4 15 14 -7 12 8 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0043775893763768527 0.0013540855834588458 0.0016087435658095597 0.0037443630392901949 0.00053510860106435883 0.0030336364044585944 0.002770022730556839 0.0024271565701361451 0.0029150928788538345 0.0042167187251319956 0.0036130677779737351 0.0029733687439672898 0.0021816511962530535 0.0037119665568916007 0.0034264331648861681 0.0022575295762770312 0.00095933042459726175
leaf_weight=84 66 87 61 53 75 68 55 58 84 1254 98 76 61 56 78 54
leaf_count=84 66 87 61 53 75 68 55 58 84 1254 98 76 61 56 78 54
internal_value=0 0.00340995 0.00256501 0.00134711 0.00295363 0.00354982 0.00358011 0.00362059 0.00357801 0.00360476 0.00356672 0.00179722 0.00320851 0.00293157 0.00263817 0.000749483
internal_weight=0 2119 301 249 214 1818 1750 1578 1494 1436 1352 142 172 111 153 107
internal_count=2368 2119 301 249 214 1818 1750 1578 1494 1436 1352 142 172 111 153 107
is_linear=0
shrinkage=0.00281635


Tree=2331
num_leaves=14
num_cat=0
split_feature=1 1455 3 11 1 3 3 156 12 3 1455 159 43
split_gain=3.30584 1.73544 1.47754 2.18558 1.84193 1.97773 1.53924 1.52606 2.16777 0.857492 0.70519 0.809352 0.429138
threshold=0.13662500000000002 -0.072959999999999983 -0.23303499999999996 0.078340000000000007 0.080270000000000022 -0.088714999999999988 -0.096404999999999991 0.098195000000000018 0.088930000000000023 0.10449500000000002 0.093155000000000002 -0.085534999999999986 -0.105305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 12 8 -7 -2 11 -8 -4
right_child=9 2 3 -5 5 7 10 -9 -10 -11 -12 -13 -14
leaf_value=0.0042547551605545807 -0.002687548622328994 0.0037467219985969969 0.0046484252216620761 -0.0010207982454880046 -0.0011990287498649134 0.00049253426948447985 0.003462897502655023 0.0040944763724830805 0.0025710448293059475 0.00016193149364379485 8.5845884378287835e-05 0.0018755039763785207 0.0027162098195442222
leaf_weight=80 52 98 80 86 94 434 103 56 215 72 56 885 57
leaf_count=80 52 98 80 86 94 434 103 56 215 72 56 885 57
internal_value=0 0.00180577 0.00171515 0.0016187 0.00173344 0.0011055 0.00215811 0.00141303 0.00118138 -0.00103156 0.00193646 0.00204117 0.00384583
internal_weight=0 2244 2164 2066 1980 799 1181 705 649 124 1044 988 137
internal_count=2368 2244 2164 2066 1980 799 1181 705 649 124 1044 988 137
is_linear=0
shrinkage=0.0169215


Tree=2332
num_leaves=19
num_cat=0
split_feature=1 16 484 12 156 484 2 16 2 133 41 11 12 151 156 12 157 16
split_gain=2.28679 2.42646 1.17582 1.37278 1.54234 1.61338 1.71779 4.22985 1.61832 1.82741 1.04037 1.32821 0.735698 0.689935 0.59438 0.757471 0.653127 0.6514
threshold=0.13662500000000002 -0.4058199999999999 0.10282500000000001 0.084555000000000005 0.093155000000000002 0.086935000000000012 0.10124000000000001 -1.0000000180025095e-35 0.091595000000000024 -0.025314999999999994 0.077565000000000009 0.077695000000000014 0.087355000000000002 -0.059889999999999992 0.087380000000000013 0.091625000000000012 -0.079969999999999986 -0.087699999999999986
decision_type=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 6 8 13 9 -1 11 14 -4 -8 16 -16 -5 -18
right_child=1 -3 12 10 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 15 -17 17 -19
leaf_value=0.0032279139876739017 -0.0029892518510159206 0.00094505476619471571 0.0038406702681416829 0.0028724945920167366 0.0028959443545800213 -0.0018227266683138149 -0.00035911309880911794 -0.0036285085490713742 0.0032992179920665931 0.00038249322081093185 -0.00051562426026765054 0.0031044655505099179 0.0015209028624885712 0.0014954456329296388 0.0015320870609367963 -0.00076052637464336481 0.0019000042404111971 0.0011641389448416449
leaf_weight=52 52 72 52 60 55 54 61 55 62 267 52 91 54 105 56 55 331 782
leaf_count=52 52 72 52 60 55 54 61 55 62 267 52 91 54 105 56 55 331 782
internal_value=0 -0.000703621 0.00123214 0.00116127 0.000662552 0.000475075 0.000681437 -0.000291638 0.00124626 0.000846788 0.00140965 0.00148256 0.0026603 0.000813058 0.0013675 0.000394772 0.00145942 0.00138311
internal_weight=0 124 2244 2138 711 656 602 221 381 319 1427 1375 106 166 1284 111 1173 1113
internal_count=2368 124 2244 2138 711 656 602 221 381 319 1427 1375 106 166 1284 111 1173 1113
is_linear=0
shrinkage=0.0138815


Tree=2333
num_leaves=25
num_cat=0
split_feature=1 12 1 12 52 52 43 12 43 16 43 0 1429 43 151 52 52 160 13 12 1 0 13 12
split_gain=56.9913 7.80486 7.3584 6.8665 5.51622 5.25756 2.93341 2.82228 2.2892 1.92857 1.8669 1.78013 1.38007 1.22979 1.11195 1.06433 1.113 1.04703 0.999444 0.856743 0.843675 0.829157 0.748469 0.647117
threshold=0.11156000000000001 0.054520000000000006 0.13662500000000002 0.088105000000000003 -0.087769999999999987 0.024560000000000002 -0.0094899999999999984 0.092900000000000024 -0.024279999999999996 -0.26987499999999992 -0.038674999999999994 -0.063109999999999986 0.086095000000000019 -0.074974999999999986 -0.086439999999999989 0.13066000000000003 0.40391000000000005 -0.10712499999999998 -0.054464999999999993 0.096915000000000015 0.086920000000000011 -0.089704999999999993 0.10506500000000002 0.098600000000000007
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 4 3 8 20 6 -6 12 -2 -4 11 13 14 22 -3 17 -17 -16 19 -12 -1 -19 -9 -20
right_child=2 7 9 -5 5 -7 -8 10 -10 -11 18 -13 -14 -15 15 16 -18 21 23 -21 -22 -23 -24 -25
leaf_value=0.0026615386700189476 0.0007589318065084449 0.0021413182854609662 0.00025494591125932258 0.0020082849045046291 0.00099473326227256307 0.0023371886526244202 0.0017263621462771351 0.0024891474835781447 0.0013846553085939332 0.00093239222587670665 0.0024210376521557248 0.0016187570367888586 0.002865219022796993 0.0018936494886640891 0.0028681699739686118 0.0019544366560952991 0.00247776500912538 0.0026377836250835607 0.0027438993264073111 0.0019510388746238113 0.0021929110363554357 0.0024192867697958079 0.0020909703625334349 0.0023781814904258142
leaf_weight=53 80 91 58 93 68 65 99 81 93 66 57 55 57 80 52 60 61 167 59 59 63 592 63 96
leaf_count=53 80 91 58 93 68 65 99 81 93 66 57 55 57 80 52 60 61 167 59 59 63 592 63 96
internal_value=0 0.00229316 0.00116077 0.00141472 0.00192471 0.00168331 0.00142863 0.00237181 0.00109547 0.000615755 0.00221343 0.00205721 0.00245244 0.00216474 0.00242941 0.00245751 0.0022185 0.00249313 0.00237414 0.00218224 0.00240727 0.0024674 0.00231515 0.00251758
internal_weight=0 1978 390 266 348 232 167 1630 173 124 550 279 1080 224 1023 932 121 811 271 116 116 759 144 155
internal_count=2368 1978 390 266 348 232 167 1630 173 124 550 279 1080 224 1023 932 121 811 271 116 116 759 144 155
is_linear=0
shrinkage=0.00270699


Tree=2334
num_leaves=16
num_cat=0
split_feature=4 15 16 14 1444 1451 3 0 3 49 0 16 151 15 51
split_gain=2.27957 1.34558 1.07231 3.40027 1.03105 1.32373 1.07647 0.885053 2.26604 1.99966 1.02204 3.96558 0.656703 0.609835 0.447189
threshold=0.27287000000000006 -0.19301999999999997 -0.49181999999999998 -1.0000000180025095e-35 -0.078379999999999991 0.078040000000000012 -0.1535 -0.10946999999999998 -0.01435 -0.053904999999999988 -0.010949999999999998 0.12292000000000002 -0.06568499999999998 -0.18708499999999997 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 -4 -3 6 14 8 -8 -10 12 -12 -9 -2 -6
right_child=2 4 3 -5 5 -7 7 10 9 -11 11 -13 -14 -15 -16
leaf_value=0.0033189574213205947 0.0016403514318694109 -0.00068208884623856313 0.00097909910044520617 -0.0035946233569010958 0.0033716717110633633 0.0033880814653254707 -0.00179019302674797 0.0020183523930840481 0.0031665437004112446 -0.00011781954118536543 -0.0027606817732379854 0.0023219556271450999 0.0011886602908098463 -0.00021067911901224021 0.0016866808662260005
leaf_weight=59 70 55 71 56 55 54 70 216 61 86 55 64 1260 67 69
leaf_count=59 70 55 71 56 55 54 70 216 61 86 55 64 1260 67 69
internal_value=0 0.0012508 -0.000117142 -0.00103649 0.00119106 0.0012429 0.00118299 0.00109722 0.000264594 0.00124407 0.0012104 -2.59172e-05 0.00131018 0.000734021 0.00243525
internal_weight=0 2104 264 127 2045 1990 1936 1812 217 147 1595 119 1476 137 124
internal_count=2368 2104 264 127 2045 1990 1936 1812 217 147 1595 119 1476 137 124
is_linear=0
shrinkage=0.0138815


Tree=2335
num_leaves=21
num_cat=0
split_feature=1 3 4 4 1 2 4 16 14 16 4 48 1446 4 2 16 47 4 16 3
split_gain=95.0344 15.0142 8.21844 7.68094 7.4987 5.10232 5.61934 4.01589 3.74629 2.72967 2.68057 2.36318 3.32466 2.60623 2.43073 2.34082 2.18926 1.43225 1.3395 1.16866
threshold=0.10538500000000002 -0.052614999999999995 0.30163500000000004 0.043850000000000007 0.14262000000000002 -1.0000000180025095e-35 -0.0090299999999999981 -0.098324999999999982 0.062655000000000016 -0.050529999999999999 0.24099500000000004 0.088875000000000023 0.088500000000000009 -0.00076499999999999995 0.11366500000000002 0.081265000000000018 0.085505000000000012 -0.013024999999999998 -0.15796999999999997 -0.075194999999999998
decision_type=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 8 5 -3 -7 -8 11 10 18 12 13 14 15 -1 19 -2 -5 -13
right_child=1 4 -4 9 -6 6 7 -9 -10 -11 -12 16 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0029995043177418867 0.0030481137187389237 0.00096148514950861164 0.0015981734806054082 0.0032702041011513534 0.00067726169441616646 0.0025433400925360338 0.0019590172978388633 0.0011001358235774327 0.0036905003790880398 0.002191024304377503 0.0023389552374825703 0.0028183127768902998 0.003602257467282829 0.0034852000128945803 0.00250643259146178 0.0033236575056448483 0.0031640759361582032 0.0024691129861330471 0.0027411406451084623 0.0023079434798072714
leaf_weight=958 57 58 61 58 69 52 77 66 62 75 64 61 77 86 57 173 62 56 70 58
leaf_count=958 57 58 61 58 69 52 77 66 62 75 64 61 77 86 57 173 62 56 70 58
internal_value=0 0.00174979 0.00235377 0.00300653 0.00142333 0.0016267 0.00182442 0.0015628 0.00307369 0.00260544 0.00276718 0.00304871 0.00308556 0.00305431 0.0030231 0.00304911 0.00277351 0.00276142 0.00298109 0.00256979
internal_weight=0 496 174 1861 322 253 195 143 1594 267 192 1532 1351 1274 1188 1131 181 113 128 119
internal_count=2357 496 174 1861 322 253 195 143 1594 267 192 1532 1351 1274 1188 1131 181 113 128 119
is_linear=0
shrinkage=0.00255085


Tree=2336
num_leaves=21
num_cat=0
split_feature=4 12 13 4 13 4 49 0 12 43 12 4 0 12 0 0 4 12 12 12
split_gain=176.557 64.6863 19.8156 11.1514 9.91097 9.86794 7.74035 5.10608 4.87597 4.62715 3.28596 3.21276 3.04838 2.10401 1.78151 1.37602 1.37155 1.25655 0.810375 0.793496
threshold=0.30163500000000004 -0.007389999999999999 -0.23438999999999996 -0.082869999999999985 -0.079149999999999984 -0.0058549999999999991 -0.018959999999999994 -0.090889999999999985 0.077755000000000005 -0.030304999999999995 -0.090239999999999987 -0.50388999999999984 0.036480000000000005 0.089475000000000013 -0.14032999999999998 -0.036119999999999992 0.054560000000000004 0.083715000000000026 0.085965000000000014 0.084055000000000005
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 5 -3 7 16 -1 -6 -4 -8 -7 -2 -9 19 -10 -12 -16 17 -5 -19 -13
right_child=10 2 3 4 6 9 8 11 13 -11 14 12 -14 -15 15 -17 -18 18 -20 -21
leaf_value=0.00063990194358992409 -0.00031517794076228088 0.0013848749554548271 0.0042955293889794461 0.0036901424122499963 0.0019127871870190838 0.0013128400894342883 0.0020281967853686463 0.0038799957220013669 0.0033023896586586729 0.0025208317472022864 0.00084581716059180267 0.003664562238154187 0.0026691468612506982 0.0028251031836092691 -3.3270565710914418e-05 0.00058678156389889912 0.0028674977552387571 0.0030563197662118952 0.0033071161130173443 0.0032761134032700044
leaf_weight=97 61 60 52 52 88 53 59 75 90 52 63 56 67 533 65 54 86 173 298 223
leaf_count=97 61 60 52 52 88 53 59 75 90 52 63 56 67 533 65 54 86 173 298 223
internal_value=0 0.00284723 0.00301058 0.00306323 0.00293253 0.00130097 0.00271568 0.00344421 0.00281924 0.00191138 0.000261537 0.00333899 0.00322163 0.0028941 0.000455001 0.00024784 0.00320665 0.00326236 0.00321506 0.00335419
internal_weight=0 2114 1912 1852 1379 202 770 473 682 105 243 421 346 623 182 119 609 523 471 279
internal_count=2357 2114 1912 1852 1379 202 770 473 682 105 243 421 346 623 182 119 609 523 471 279
is_linear=0
shrinkage=0.00287267


Tree=2337
num_leaves=19
num_cat=0
split_feature=4 13 15 16 4 12 123 4 132 12 4 12 13 402 15 0 13 42
split_gain=2.31985 1.92582 2.62895 1.46601 2.08466 1.12985 2.7243 0.858685 0.792946 1.17809 1.60684 1.19599 1.0789 0.847117 0.70972 0.616553 0.469702 0.281413
threshold=0.30163500000000004 -0.15714499999999998 -0.42759999999999992 -0.15796999999999997 0.043850000000000007 -0.011819999999999999 0.083905000000000021 0.098655000000000007 -0.15441499999999997 0.093270000000000006 -0.50388999999999984 0.10653000000000001 0.059130000000000009 -0.064959999999999976 -0.065599999999999978 -0.063519999999999979 -0.071244999999999989 0.080060000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 5 6 -5 -1 -7 10 -10 13 -12 -11 16 -13 -6 -9
right_child=1 2 -4 4 14 8 -8 17 9 11 12 15 -14 -15 -16 -17 -18 -19
leaf_value=0.0041718382235438568 0.0022015504333145531 0.00091748930734478283 -0.0025779635575321072 -0.0022924301786627081 -0.00040383095470882278 0.0033365241081710836 0.0020208055573900825 0.0012862038503247896 0.0041405745165182676 0.0018515017956929223 0.0018169044736660867 0.0033863248048996942 -0.00023918415993572309 6.0238876789063298e-05 -0.0013322553486012107 0.0011668317078646637 0.0013356570499855984 0.0026785666518122451
leaf_weight=60 63 95 85 52 58 57 74 55 60 72 1028 52 56 235 60 53 73 69
leaf_count=60 63 95 85 52 58 57 74 55 60 72 1028 52 56 235 60 53 73 69
internal_value=0 2.77048e-05 -0.000732285 0.00151837 0.00140077 0.00155808 0.000239516 0.00275098 0.00166098 0.00159951 0.00183813 0.000936548 0.00171054 0.000480842 -3.06521e-05 0.00226748 0.000564325 0.00206223
internal_weight=0 243 180 2114 1930 1739 126 184 1613 1556 1144 412 1084 307 191 105 131 124
internal_count=2357 243 180 2114 1930 1739 126 184 1613 1556 1144 412 1084 307 191 105 131 124
is_linear=0
shrinkage=0.0144423


Tree=2338
num_leaves=18
num_cat=0
split_feature=1 51 48 1446 151 41 157 0 4 160 158 151 51 0 0 457 133
split_gain=1.90675 2.21805 0.923013 1.51464 1.05662 1.05161 0.992344 0.913162 0.96853 0.835566 0.775058 0.702649 0.860661 0.675135 0.962881 0.582944 0.556529
threshold=0.12007000000000002 0.10055500000000002 0.093265000000000015 0.10250500000000001 -0.029339999999999995 0.07677500000000001 -0.082134999999999986 -0.043914999999999989 0.49433000000000005 0.085330000000000003 -0.11929999999999998 -0.039414999999999999 0.07955000000000001 -0.084044999999999995 -0.15825999999999998 0.078435000000000019 0.08845500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 6 10 -1 8 -2 15 -6 -4 -13 14 -12 -8 -15
right_child=1 -3 11 -5 5 -7 9 -9 -10 -11 13 12 -14 16 -16 -17 -18
leaf_value=0.00072696105137871761 -0.0014446243267676492 0.0029398646707912064 -0.0010297853166758605 0.0043724541072770687 -0.0005911496900243054 0.0033347515298702132 0.0028583784207882133 -0.0027063597236747904 0.0014045977884676244 0.0015028375351481384 -0.00035638512328548796 0.0020161552229945616 -0.00063056410681218932 0.00070799462225919229 0.0019419942141295696 0.0050256327717587311 0.0016274265436191761
leaf_weight=71 74 52 64 52 61 69 87 56 59 70 55 93 53 559 556 57 269
leaf_count=71 74 52 64 52 61 69 87 56 59 70 55 93 53 559 556 57 269
internal_value=0 -9.35146e-05 0.00146319 0.00157823 0.00149977 0.00133073 0.00242977 -0.000929032 -0.000179352 0.00299389 0.00123842 0.0004182 0.00105415 0.0013161 0.00173481 0.00371748 0.00100691
internal_weight=0 241 2116 1906 1854 1569 285 189 133 214 1500 210 146 1439 611 144 828
internal_count=2357 241 2116 1906 1854 1569 285 189 133 214 1500 210 146 1439 611 144 828
is_linear=0
shrinkage=0.0165897


Tree=2339
num_leaves=15
num_cat=0
split_feature=4 39 13 2 2 0 13 4 2 52 15 2 51 160
split_gain=154.43 49.3851 25.6452 9.9644 8.79875 8.34975 6.94574 4.43053 4.0905 3.3383 3.06069 2.55369 2.10638 0.64885
threshold=0.30163500000000004 0.081875000000000017 -0.23438999999999996 0.14019000000000004 0.12051500000000002 -0.068669999999999995 -0.117405 0.0053900000000000016 0.10054500000000001 0.11379500000000002 -0.11055 0.10527500000000002 0.11178000000000002 -0.085194999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 -3 -4 9 -2 11 -9 -8 -11 -12
right_child=3 5 4 -5 -6 -7 7 10 -10 12 13 -13 -14 -15
leaf_value=0.0012540509240838858 0.00031140157726105986 0.0018996282026098965 0.0039303205561494756 -0.00044530808695515748 0.0020553759832415285 0.00070203742969093352 0.0030882253407582068 0.0032013906281647669 0.0011431015507607416 0.0028449643259238658 0.0027372394140697692 0.0026407760985869251 0.0022359046278829487 0.0024103614968017926
leaf_weight=70 75 93 53 65 82 79 1123 56 103 160 62 103 57 176
leaf_count=70 75 93 53 65 82 79 1123 56 103 160 62 103 57 176
internal_value=0 0.0027403 0.00286345 0.000461521 0.00292362 0.00134974 0.00296337 0.00293385 0.000792829 0.00299571 0.00263016 0.00305066 0.00268511 0.00249564
internal_weight=0 2114 1942 243 1872 172 1790 1737 178 1443 294 1226 217 238
internal_count=2357 2114 1942 243 1872 172 1790 1737 178 1443 294 1226 217 238
is_linear=0
shrinkage=0.00270699


Tree=2340
num_leaves=22
num_cat=0
split_feature=4 12 2 2 2 11 11 4 2 4 3 43 12 15 3 3 43 16 16 15 43
split_gain=84.6778 30.8112 17.7528 14.0039 9.90549 5.97276 5.92847 4.26265 4.04076 3.98283 3.13895 3.76264 2.28817 2.27403 2.174 1.40908 1.21477 1.19591 1.02822 0.635076 0.278595
threshold=0.30163500000000004 0.077755000000000005 0.10859000000000001 -0.007134999999999999 0.12454500000000002 1.0000000180025095e-35 0.085155000000000022 0.0030100000000000001 0.092235000000000025 -0.013514999999999998 0.13524500000000003 -0.049914999999999994 0.095815000000000011 -0.03886499999999999 -0.097829999999999986 0.085315000000000016 -0.082739999999999994 0.037060000000000003 -0.15796999999999997 0.087125000000000022 -0.052219999999999996
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 2 3 -1 5 7 -7 14 15 -10 11 -2 18 -4 -3 -5 19 -18 -9 -16 -14
right_child=10 4 13 8 -6 6 -8 12 9 -11 -12 -13 20 -15 16 -17 17 -19 -20 -21 -22
leaf_value=0.0010408486557583938 0.00059552359221545185 0.0024783281495486956 0.001381058998272751 0.0033928563242514084 0.0016449384189082272 0.0041270609641670154 0.0028922826765247775 0.003025764809130646 0.0028220089549245461 0.0017425187450577336 0.00024568324182440752 0.0014234900585263824 0.0020453866704299908 0.00060535602178597031 0.0031750700374785896 0.0027585657147695458 0.0029152724278355192 0.0025871705739373852 0.0025333355220506586 0.0028321707198889685 0.0023402085818337451
leaf_weight=57 92 102 82 52 59 62 73 59 57 61 59 97 66 54 213 74 727 112 100 62 52
leaf_count=57 92 102 82 52 59 62 73 59 57 61 59 97 66 54 213 74 727 112 100 62 52
internal_value=0 0.00264594 0.00195232 0.00234938 0.0028256 0.00286837 0.0034596 0.00281489 0.00265494 0.00226423 0.000836389 0.00102062 0.00248604 0.00107329 0.00288977 0.00302058 0.00292742 0.00287151 0.00271626 0.00309788 0.00217557
internal_weight=0 2124 437 301 1687 1628 135 1493 244 118 248 189 277 136 1216 126 1114 839 159 275 118
internal_count=2372 2124 437 301 1687 1628 135 1493 244 118 248 189 277 136 1216 126 1114 839 159 275 118
is_linear=0
shrinkage=0.00293013


Tree=2341
num_leaves=21
num_cat=0
split_feature=4 2 123 15 15 4 15 4 43 49 16 4 16 15 43 4 157 4 133 157
split_gain=65.0316 24.0056 15.0423 8.28689 8.72334 10.5605 5.14793 7.03458 4.93656 4.83324 4.73427 4.70121 2.09733 1.6413 1.41783 1.14941 1.2287 0.897838 0.694075 0.336247
threshold=0.30163500000000004 0.13388500000000003 0.081180000000000016 0.029300000000000003 -0.006494999999999999 -0.17689999999999997 -0.42759999999999992 0.55608500000000005 -0.081204999999999986 -0.018959999999999994 -0.51433499999999988 -0.14236999999999997 0.041625000000000002 -0.12640499999999996 0.043850000000000007 0.0045450000000000013 -0.087424999999999989 -0.072894999999999974 0.11588000000000002 -0.00078499999999999989
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 2 3 4 8 19 7 -2 15 -10 -8 -5 14 -11 18 16 -1 -16 -13 -6
right_child=6 -3 -4 11 5 -7 10 -9 9 13 -12 12 -14 -15 17 -17 -18 -19 -20 -21
leaf_value=0.0025378117173793686 0.0021065906151425573 0.0012860374560755697 0.0016036520281680329 0.0035093295755664836 0.0026446138450468759 0.0012877167130206492 0.0011885870586776715 0.00086870831085546793 0.0018839216358616862 0.0028860159912693136 0.00018902781299653297 0.0029059765019150063 0.0022738546414774498 0.0024690273007461432 0.0024251109602548239 0.0025377480208920709 0.0029719917432291785 0.0028452538605218845 0.002685707048303938 0.0023594480768573192
leaf_weight=53 63 98 98 60 53 81 76 57 88 75 52 457 53 365 94 77 235 53 122 62
leaf_count=53 63 98 98 60 53 81 76 57 88 75 52 457 53 365 94 77 235 53 122 62
internal_value=0 0.00251961 0.00257927 0.00262885 0.00248185 0.00199393 0.00113901 0.00151882 0.00258891 0.00243084 0.000782729 0.00281961 0.00276646 0.00254017 0.00280238 0.00281749 0.00289219 0.00257678 0.00285961 0.00249111
internal_weight=0 2124 2026 1928 1089 196 248 120 893 528 128 839 779 440 726 365 288 147 579 115
internal_count=2372 2124 2026 1928 1089 196 248 120 893 528 128 839 779 440 726 365 288 147 579 115
is_linear=0
shrinkage=0.00255085


Tree=2342
num_leaves=20
num_cat=0
split_feature=1 50 155 124 0 1 160 159 3 0 11 43 1 1 50 52 0 157 52
split_gain=3.27397 2.05303 1.95619 1.72905 1.94755 1.63395 1.50248 1.0957 1.24049 1.09505 1.16902 0.768527 0.732821 0.97568 0.795457 0.655696 0.591378 0.604366 0.470368
threshold=0.095950000000000021 0.086295000000000011 0.087925000000000017 -0.083034999999999984 -0.00077999999999999999 0.10423500000000001 -0.54856499999999986 0.08573500000000002 -0.062184999999999997 0.10396000000000001 1.0000000180025095e-35 0.26667500000000005 0.077300000000000021 0.092485000000000026 0.089465000000000017 0.0043000000000000009 -0.07717499999999998 -0.087424999999999989 -0.15201999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 -1 8 -7 10 11 12 16 14 -14 -3 17 -8 -18
right_child=1 15 -4 4 -6 7 9 -9 -10 -11 -12 -13 13 -15 -16 -17 18 -19 -20
leaf_value=0.0036923057633150048 0.0016832262558154154 0.0012611687532184666 0.0022139298031091906 -0.0017755711424276577 -0.0022995302775729695 0.0023854648157229843 0.00043094911578233763 -0.00072211731976678693 0.00030782503207381687 -0.00010698092680733576 0.0031744656465438263 0.00046579922804194153 0.00036660083695694583 0.0024558572974333862 0.0017236622780604487 0.0031540709068917081 0.0032819632899539564 0.0017495816645205836 0.0020334615024561334
leaf_weight=54 83 58 74 59 61 64 57 82 138 55 74 88 185 72 102 54 62 768 182
leaf_count=54 83 58 74 59 61 64 57 82 138 55 74 88 185 72 102 54 62 768 182
internal_value=0 0.000651078 0.000346603 6.25916e-05 -0.000270035 9.05122e-05 0.00166729 0.000478648 0.000966739 0.00160073 0.00165989 0.00158587 0.0016548 0.00117192 0.00084936 0.00217499 0.00181685 0.00165864 0.00235124
internal_weight=0 673 561 487 404 343 1699 284 202 1645 1590 1516 1428 359 287 112 1069 825 244
internal_count=2372 673 561 487 404 343 1699 284 202 1645 1590 1516 1428 359 287 112 1069 825 244
is_linear=0
shrinkage=0.0123264


Tree=2343
num_leaves=16
num_cat=0
split_feature=4 2 39 11 0 0 0 3 2 0 14 11 4 4 52
split_gain=72.7512 20.5485 11.5016 7.07821 6.61031 5.85618 5.18549 4.30438 3.98624 3.94492 3.84806 3.6258 2.8062 1.37214 0.934817
threshold=0.30163500000000004 0.12051500000000002 0.082470000000000016 1.0000000180025095e-35 -0.13314999999999996 -0.15385999999999997 -0.10185499999999999 -0.12077499999999998 0.14721500000000001 -0.071844999999999978 -0.40349999999999991 0.085155000000000022 0.0030100000000000001 -0.47860499999999995 0.0029250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -2 -6 -3 -4 -8 -5 13 -9 -14
right_child=6 8 9 11 7 -7 10 12 -10 -11 -12 -13 14 -15 -16
leaf_value=0.0026447742192253878 0.0016164273603154402 0.0021042718525721739 0.0023718195882047599 0.0038911573035506444 0.0020822696613356515 0.0014817794612759011 0.0014024662139223861 0.0033084569264664864 0.0012127184839837192 0.0014245676422798116 0.00049129180268082679 0.0030042702568711969 0.0024579509245564245 0.0028820066084096099 0.0027909822094864083
leaf_weight=82 100 87 83 63 56 52 53 59 64 53 95 74 156 1189 106
leaf_count=82 100 87 83 63 56 52 53 59 64 53 95 74 156 1189 106
internal_value=0 0.00268954 0.00276322 0.00281949 0.0027717 0.00219368 0.00113994 0.00282114 0.00172659 0.00200288 0.000817786 0.00341232 0.00284853 0.00290219 0.0025928
internal_weight=0 2124 1973 1837 1700 134 248 1566 151 136 148 137 1510 1248 262
internal_count=2372 2124 1973 1837 1700 134 248 1566 151 136 148 137 1510 1248 262
is_linear=0
shrinkage=0.00270699


Tree=2344
num_leaves=20
num_cat=0
split_feature=4 1 4 42 16 151 150 2 2 16 1 156 11 52 160 4 2 4 42
split_gain=2.89085 2.31422 2.60566 1.69725 2.26813 0.961238 1.0931 0.849211 1.85861 1.96886 0.773 0.715949 1.04445 0.827387 0.771232 1.50497 0.580285 0.410666 0.134583
threshold=-0.51925499999999991 0.095950000000000021 -0.17689999999999997 0.083120000000000013 -1.0000000180025095e-35 -0.11633499999999998 0.089910000000000018 -0.00097499999999999985 0.096120000000000025 -0.15796999999999997 0.11570500000000002 0.087380000000000013 1.0000000180025095e-35 -0.092264999999999986 0.051820000000000005 0.054560000000000004 0.091595000000000024 0.49433000000000005 0.095215000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 7 -2 11 -4 -9 -10 18 12 14 -13 15 -7 -16 -12 -5
right_child=1 2 3 10 -6 6 -8 8 9 -11 17 13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0055254877546673251 0.0037472080485625391 0.0036230851268215995 -0.001359989713261402 0.0031299397415415577 -0.0027062792616458766 0.0020163005726801368 -7.1774386714761499e-05 0.0035478720055071101 0.0016832592099453984 -0.0019162167724622822 -0.00014771109413826231 0.002051618279808222 0.004225158733909844 -0.00053553520531244984 0.0020612694846446353 -1.931324136825156e-05 0.0037897017922884869 0.0017039029691623899 0.0019563079790904875
leaf_weight=52 77 78 55 54 78 1009 72 53 88 74 71 69 58 62 106 106 101 57 52
leaf_count=52 77 78 55 54 78 1009 72 53 88 74 71 69 58 62 106 106 101 57 52
internal_value=0 0.00164637 0.000831256 0.000456795 -0.000263004 0.00197035 0.00188381 0.000442189 0.000904019 3.79823e-05 0.00152801 0.00197711 0.00208628 0.000825839 0.00199231 0.00182262 0.00290545 0.000675479 0.00255583
internal_weight=0 2320 660 582 348 1660 1583 270 215 162 234 1511 1380 131 1322 1115 207 128 106
internal_count=2372 2320 660 582 348 1660 1583 270 215 162 234 1511 1380 131 1322 1115 207 128 106
is_linear=0
shrinkage=0.0162644


Tree=2345
num_leaves=15
num_cat=0
split_feature=3 52 15 16 15 51 3 3 16 0 3 2 159 2
split_gain=2.86383 1.5686 1.81441 1.58634 1.68437 1.14737 0.922526 1.66196 0.711409 0.699304 1.24064 1.11185 0.606567 0.47411
threshold=0.31534000000000006 0.10855000000000002 -0.40312499999999996 -0.074054999999999996 0.089150000000000021 0.11394000000000001 -0.13392999999999997 -0.16324999999999998 -0.4714549999999999 -0.22607999999999998 0.10449500000000002 0.090225000000000014 -0.018164999999999997 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 6 7 -4 -3 -8 11 -11 -6 -10
right_child=-2 3 5 4 12 -7 9 -9 13 10 -12 -13 -14 -15
leaf_value=-0.00045904149537421944 -0.0017035177739640227 0.00011863531868488335 0.001266944486187878 -0.0018999288931471987 0.0015431721610049669 0.003436359976782172 -8.7384346686869387e-05 0.0042537503684364087 0.001226476988880608 0.0015902451718867122 0.00336099040918468 0.00072114325873182583 -0.00034396121737437636 0.0031379939407928594
leaf_weight=102 71 52 95 90 73 63 68 66 55 986 65 447 69 54
leaf_count=102 71 52 95 90 73 63 68 66 55 986 65 447 69 54
internal_value=0 0.00124088 0.00141337 0.000410066 -0.000353773 0.00152015 0.00145016 0.00249231 0.00151171 0.00134292 0.00140795 0.00131925 0.000625099 0.00217488
internal_weight=0 2285 1892 393 232 1790 1727 161 161 1566 1498 1433 142 109
internal_count=2356 2285 1892 393 232 1790 1727 161 161 1566 1498 1433 142 109
is_linear=0
shrinkage=0.0144423


Tree=2346
num_leaves=22
num_cat=0
split_feature=4 2 12 0 2 2 15 2 4 49 484 15 52 4 52 12 484 13 151 160 15
split_gain=64.5742 18.9165 10.9346 4.79081 5.49689 3.52094 4.34805 3.29292 4.42524 3.66406 2.75291 2.29525 2.07695 1.90971 2.72472 1.71995 1.90051 1.70069 1.72074 1.56113 0.897252
threshold=0.27161500000000005 0.13880500000000004 -0.011819999999999999 -0.067969999999999989 0.10161500000000002 0.11517500000000001 -0.41880499999999993 0.08647500000000001 -0.014099999999999998 -0.046979999999999987 0.084225000000000008 -0.42075999999999997 0.39765000000000006 0.053255000000000004 -0.08743999999999999 0.081810000000000008 -0.084519999999999984 -1.0000000180025095e-35 -0.0039699999999999987 -0.014989999999999998 0.076335000000000014
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 2 3 4 -1 11 -7 10 15 -10 12 -2 17 14 -11 -9 -17 18 -4 -18 -19
right_child=5 -3 7 -5 -6 6 -8 8 9 13 -12 -13 -14 -15 -16 16 19 20 -20 -21 -22
leaf_value=0.0029044353355078116 0.0010058566154828219 0.0011571938904236061 0.0034018963695905736 0.0011702306239941497 0.0015682607409521661 0.0011893508971944858 0.00014609019248730122 0.0031797006221566631 0.0018590961656149171 0.0032708419352836396 0.0022597858396137295 0.0018538202027161067 0.002363950454411221 0.0021665431022608005 0.0024902913286591155 0.0032622077005373304 0.0022429020750478752 0.0035412155819454939 0.0028359627339971747 0.0027253242610786989 0.0030200893238238355
leaf_weight=60 65 82 56 55 55 78 71 85 101 55 65 55 59 98 175 52 76 64 516 371 62
leaf_count=60 65 82 56 55 55 78 71 85 101 55 65 55 59 98 175 52 76 64 516 371 62
internal_value=0 0.00259304 0.00265175 0.00191146 0.00226568 0.00100587 0.000692445 0.00272032 0.00260363 0.00236803 0.00286407 0.00139478 0.00291592 0.00252465 0.00267709 0.00277665 0.00270793 0.00296253 0.00289143 0.00264337 0.00328505
internal_weight=0 2087 2005 170 115 269 149 1835 1013 429 822 120 757 328 230 584 499 698 572 447 126
internal_count=2356 2087 2005 170 115 269 149 1835 1013 429 822 120 757 328 230 584 499 698 572 447 126
is_linear=0
shrinkage=0.0030485


Tree=2347
num_leaves=15
num_cat=0
split_feature=3 1428 482 52 4 0 157 3 3 3 0 4 4 12
split_gain=2.3326 1.8009 1.20153 1.35875 1.17196 1.27129 0.924848 1.27749 1.09574 0.870584 0.728652 1.01179 0.52215 0.368556
threshold=0.31370500000000007 0.08653000000000001 0.11117500000000001 0.14564000000000002 0.27161500000000005 -0.14989499999999997 -0.0066899999999999989 -0.073629999999999987 -0.0035149999999999995 -0.083249999999999977 -0.14822499999999997 0.51286500000000013 -0.019794999999999997 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -8 -5 -6 -12 -11 -14
right_child=-2 -3 -4 9 10 6 8 -9 -10 12 11 -13 13 -15
leaf_value=0.0026304688258943455 -0.0011658833425069175 0.0033899991220305843 0.0028413705721243195 -0.0014062274569781737 -0.00095653319499227956 0.00087493979889525229 0.0011415772918614902 -0.0013255876655807206 0.0025378615945422507 0.0012137381800304424 0.0014679619929289108 -0.00072510209682524827 -0.00089100143755935853 0.00062816955632394788
leaf_weight=96 79 54 58 52 64 205 1253 55 100 85 96 54 53 52
leaf_count=96 79 54 58 52 64 205 1253 55 100 85 96 54 53 52
internal_value=0 0.00107487 0.00101857 0.00096967 0.00108365 0.00119569 0.00111021 0.000408917 0.00124488 6.34246e-05 0.00018821 0.000677546 0.000466366 -0.000137346
internal_weight=0 2277 2223 2165 1923 1709 1613 260 1353 242 214 150 190 105
internal_count=2356 2277 2223 2165 1923 1709 1613 260 1353 242 214 150 190 105
is_linear=0
shrinkage=0.0128244


Tree=2348
num_leaves=13
num_cat=0
split_feature=3 1428 10 484 41 3 0 160 0 147 0 3
split_gain=1.6382 1.24281 1.11231 1.21747 1.29377 2.32269 1.72315 1.17446 0.976575 0.908161 1.81533 0.330154
threshold=0.31343500000000007 0.08653000000000001 -0.062879999999999978 -0.084699999999999984 0.07831500000000001 -0.11197999999999998 0.09395000000000002 -0.00067499999999999993 -0.080309999999999979 1.0000000180025095e-35 -0.18901999999999997 -0.081574999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 8 -4 -5 10 -7 -9
right_child=-2 -3 3 4 -6 9 -8 11 -10 -11 -12 -13
leaf_value=0.0032363687651148494 -0.0011655464166018361 0.0035056901252750196 0.0035038752497023582 -0.00072127856847465841 0.0026995164319092478 0.0035447686645910868 0.0011776283414274022 0.0018689263015845554 -0.0038164040564959874 -0.00080908693750090404 0.00091885222000259042 0.00015744534500423371
leaf_weight=58 83 54 92 52 94 70 57 63 52 71 1557 53
leaf_count=58 83 54 92 52 94 70 57 63 52 71 1557 53
internal_value=0 0.0011142 0.00105592 0.000997323 0.000873662 0.000781246 -0.00104866 0.00215762 -0.00227048 0.000954854 0.00103193 0.00108842
internal_weight=0 2273 2219 2161 1953 1859 161 208 104 1698 1627 116
internal_count=2356 2273 2219 2161 1953 1859 161 208 104 1698 1627 116
is_linear=0
shrinkage=0.0159455


Tree=2349
num_leaves=27
num_cat=0
split_feature=15 3 3 43 12 52 3 14 12 43 12 48 3 15 3 15 16 16 43 12 133 43 3 52 12 52
split_gain=61.1477 30.9302 11.1314 8.81921 5.75569 4.37319 4.59753 4.29477 3.68595 3.60285 3.2945 2.13608 1.82855 1.81228 2.00314 1.79286 2.85964 1.55629 1.26189 1.45673 1.36182 1.06964 0.774042 0.656933 0.619667 0.566033
threshold=-0.2987999999999999 -0.06340999999999998 0.30112000000000005 -0.035884999999999993 0.079570000000000016 -0.082824999999999996 0.091170000000000015 -0.41790499999999997 0.089625000000000024 -0.090809999999999988 -0.065214999999999981 0.087470000000000006 -0.14818499999999998 -0.035449999999999988 -0.13392999999999997 -0.074054999999999996 -0.040484999999999993 -0.074254999999999988 0.0061450000000000003 0.083785000000000012 0.088765000000000011 -0.077824999999999991 -0.0062049999999999996 0.044705000000000002 0.10070000000000001 0.087765000000000024
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 4 3 9 -2 -5 22 -1 12 -3 -9 -11 -6 15 -15 16 23 25 19 -14 -21 -17 -7 -10 -19 -16
right_child=1 2 -4 5 8 6 -8 10 13 11 -12 -13 18 14 17 21 -18 24 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0015967292127658666 0.0020037414561015188 0.0023540483596752836 0.0010281844646035543 0.0030616044656635484 0.0035000904479979156 0.0024961820203406827 0.0019135080583349529 0.00027346165517665849 0.0022611711202959466 0.0018324789662523162 0.0011958832968513196 0.0011078332145840759 0.0034022045208285602 0.0032969291269894997 0.0028556887658658676 0.0020334869879703402 0.0031922715732753998 0.0027189627101323593 0.0026483792236826143 0.0030458785672155685 0.0027147577563328296 0.0025727072647490326 0.0029512853336243951 0.0026918316777812786 0.0023795183274025809 0.0031592478709738269
leaf_weight=62 55 55 61 85 56 60 101 60 52 69 54 53 69 68 125 52 69 176 73 493 114 58 53 55 53 75
leaf_count=62 55 55 61 85 56 60 101 60 52 69 54 53 69 68 125 52 69 176 73 493 114 58 53 55 53 75
internal_value=0 0.00268197 0.00211777 0.00225734 0.00286636 0.00254106 0.00233416 0.00102296 0.00289622 0.00177789 0.000710652 0.00151791 0.00302522 0.00276356 0.0028629 0.00259081 0.00276111 0.00279404 0.00298968 0.00302649 0.00298374 0.00231807 0.00270989 0.00248281 0.00264053 0.00296967
internal_weight=0 2180 537 476 1643 299 214 176 1588 177 114 122 805 783 497 286 176 429 749 676 607 110 113 107 229 200
internal_count=2356 2180 537 476 1643 299 214 176 1588 177 114 122 805 783 497 286 176 429 749 676 607 110 113 107 229 200
is_linear=0
shrinkage=0.00270699


Tree=2350
num_leaves=28
num_cat=0
split_feature=12 2 15 150 12 2 43 160 15 2 11 15 16 2 15 43 43 16 15 13 13 12 159 16 15 13 43
split_gain=130.145 41.2933 30.9173 28.7876 11.5459 11.5103 11.5892 8.99887 8.04665 6.9296 5.29717 4.76847 3.28497 2.47393 1.76363 1.80226 1.36828 1.25881 1.17717 1.09882 1.12211 1.01199 1.53355 0.994195 0.778205 0.539157 0.378151
threshold=0.054520000000000006 0.13443000000000002 -0.2987999999999999 1.0000000180025095e-35 0.092495000000000008 0.10859000000000001 -0.030304999999999995 -0.074049999999999991 -0.033689999999999991 0.10428500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.11777499999999998 0.088555000000000009 -0.074254999999999974 -0.052219999999999996 -0.0068249999999999986 0.0060650000000000009 -0.058234999999999988 -0.049414999999999994 -0.077549999999999994 0.083785000000000012 -0.021869999999999997 -0.074874999999999983 0.095970000000000014 -0.083289999999999989 -0.038674999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 5 10 6 -4 -1 12 -5 13 -8 -6 17 15 -14 18 21 -15 20 -10 -2 -23 -7 26 -20 -21
right_child=1 -3 3 9 8 23 11 -9 19 -11 -12 -13 14 16 -16 -17 -18 -19 25 24 -22 22 -24 -25 -26 -27 -28
leaf_value=0.001470254634330157 0.0039243701104500527 0.00098747070178504593 0.0018569178261052682 0.0017024292500799011 0.0020944641835427776 0.0021403915978325362 0.0028822318843841881 5.5285815623556748e-05 0.0034295995546806467 0.00053750621389853602 0.0042309823489967494 0.0038325215483754975 0.0033514893647153968 0.0030925214444423922 0.0025751550155304701 0.002695865344402261 0.002851693252288688 0.0031551189470777835 0.0037411297363255437 0.0034371326962454136 0.002945321110523869 0.0032078291751891858 0.0036184000463230334 0.0016016187001275332 0.0031885161422855481 0.0033565231892278284 0.0037243987756793223
leaf_weight=60 67 58 53 85 53 52 83 80 67 72 78 79 75 81 97 57 54 54 53 76 84 82 508 54 55 65 74
leaf_count=60 67 58 53 85 53 52 83 80 67 72 78 79 75 81 97 57 54 54 53 76 84 82 508 54 55 65 74
internal_value=0 0.00327875 0.00180337 0.00213762 0.00335784 0.00261158 0.00297893 0.000661912 0.00306496 0.00116838 0.00353713 0.00334583 0.002716 0.00348096 0.00285972 0.0030686 0.00324517 0.00356482 0.00335179 0.0033413 0.00316039 0.00359845 0.00356139 0.0018662 0.00347441 0.00352952 0.00357905
internal_weight=0 1738 618 478 1680 321 215 140 638 157 1042 162 282 964 229 132 253 711 199 356 151 657 590 106 205 118 150
internal_count=2356 1738 618 478 1680 321 215 140 638 157 1042 162 282 964 229 132 253 711 199 356 151 657 590 106 205 118 150
is_linear=0
shrinkage=0.00276112


Tree=2351
num_leaves=26
num_cat=0
split_feature=1 3 124 1 155 0 12 12 13 1 1 0 51 0 12 12 1 3 484 1 12 49 42 1213 0
split_gain=115.742 25.6209 8.95868 7.67203 6.49763 6.06165 4.08638 3.70374 3.00343 2.88857 3.03551 2.5253 2.29408 2.25204 1.90875 2.24787 1.8666 1.75609 1.39716 1.23731 0.941728 0.853364 0.795675 0.658585 0.768367
threshold=0.10141500000000002 -0.058704999999999993 -0.076779999999999987 0.13554500000000003 0.084785000000000013 -0.042364999999999993 -1.0000000180025095e-35 0.091475000000000015 -0.011494999999999998 0.086920000000000011 0.078015000000000015 -0.098179999999999976 0.11024000000000002 -0.079524999999999985 0.054520000000000006 0.083785000000000012 0.14741000000000001 0.12178000000000001 0.093320000000000014 0.084525000000000003 0.11685000000000002 0.096010000000000012 0.088285000000000016 -1.0000000180025095e-35 -0.071519999999999986
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=2 4 -1 6 5 -2 8 9 -3 10 14 -11 20 22 -4 -16 -5 -8 -17 -12 21 23 -13 -9 -25
right_child=1 3 7 16 -6 -7 17 12 -10 11 19 13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0022429807328837419 0.0027683694471831053 0.0017316295745984098 0.00294664163801435 0.0011332357533504847 0.0034775503302390039 0.0016072605835817473 0.0024434675219375318 0.0031010614183032419 0.00088156764211611395 0.0026297160991011902 0.0042196391271223637 0.0037975447802398054 0.0026033085716583785 0.0028524106670582633 0.0039199290680194572 0.0034748220803668176 0.00042321030450063048 0.0017280833965632786 0.0030191499990951994 0.0036561648764128008 0.0028644037665294694 0.0029986015129862338 0.0033076733013744871 0.0032791037463776591 0.0035767015550117291
leaf_weight=60 99 77 56 68 55 56 57 90 58 55 60 57 52 53 86 579 52 53 60 67 53 82 52 212 107
leaf_count=60 99 77 56 68 55 56 57 90 58 55 60 57 52 53 86 579 52 53 60 67 53 82 52 212 107
internal_value=0 0.00186084 0.00331427 0.00140973 0.00264476 0.00234907 0.0016956 0.0033516 0.00136664 0.003447 0.00351706 0.00315374 0.00317147 0.00333146 0.00345107 0.00348999 0.000825809 0.00209906 0.00343208 0.00392261 0.00322572 0.00326466 0.00356412 0.00331793 0.00337902
internal_weight=0 575 1781 365 210 155 245 1721 135 1125 908 217 596 162 781 725 120 110 639 127 544 491 109 409 319
internal_count=2356 575 1781 365 210 155 245 1721 135 1125 908 217 596 162 781 725 120 110 639 127 544 491 109 409 319
is_linear=0
shrinkage=0.00281635


Tree=2352
num_leaves=25
num_cat=0
split_feature=4 39 3 15 2 4 12 376 12 2 4 15 52 51 52 3 43 159 50 42 12 133 1213 52
split_gain=79.0566 30.6477 24.1867 8.98827 7.19039 7.83362 11.9388 3.85483 3.02532 2.91512 2.81434 2.57368 2.27673 2.24919 1.88636 1.85435 1.36801 1.36417 2.48692 1.04537 0.870256 0.900201 0.839453 0.740517
threshold=0.30163500000000004 0.082470000000000016 0.16158000000000003 -0.46319999999999995 0.088710000000000011 -0.03463999999999999 0.054520000000000006 0.083785000000000012 0.083785000000000012 0.13443000000000002 -0.37626499999999991 -0.087734999999999994 -0.043914999999999989 0.07955000000000001 -0.13370999999999997 -0.092019999999999977 -0.083669999999999981 -0.021869999999999997 0.092620000000000022 -0.052924999999999993 0.089765000000000025 0.0024650000000000006 -0.0096849999999999974 0.038145000000000005
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 2 4 -2 8 10 -7 11 12 -5 14 -3 -1 19 -6 -8 -17 18 -10 -12 21 -19 -22 -14
right_child=3 7 -4 9 5 6 15 -9 17 -11 13 -13 23 -15 -16 16 -18 20 -20 -21 22 -23 -24 -25
leaf_value=0.0032867375244545771 0.0020383610339052421 0.0027197382970683285 0.0012147460875502405 0.0012059936836673136 0.0034271588570989869 0.0016691590318866441 0.0025015974753103869 0.0012862314079986486 0.0026735384727061013 0.00034372027483655325 0.0029992747448495884 0.0018084900531080183 0.0042523177557894512 0.0026904395200015013 0.0041863148532289528 0.0034526991454314686 0.0029860943681108659 0.0035949462937680736 0.0034889973532404579 0.0034677011691606132 0.0029662183637781674 0.0033101035543630381 0.0033770187362203176 0.0037678155057389935
leaf_weight=52 103 52 52 97 69 71 54 59 65 55 59 60 67 60 52 77 220 322 70 166 58 149 215 52
leaf_count=52 103 52 52 97 69 71 54 59 65 55 59 60 67 60 52 77 220 322 70 166 58 149 215 52
internal_value=0 0.00311893 0.0032264 0.00135647 0.00328208 0.00307347 0.00278789 0.00190577 0.00344656 0.000894197 0.00337023 0.00223185 0.00381173 0.00320732 0.00375367 0.0030141 0.00310717 0.00337548 0.00309661 0.00334501 0.00342604 0.0035049 0.00328986 0.00404087
internal_weight=0 2101 1930 255 1878 828 422 171 1050 152 406 112 171 285 121 351 297 879 135 225 744 471 273 119
internal_count=2356 2101 1930 255 1878 828 422 171 1050 152 406 112 171 285 121 351 297 879 135 225 744 471 273 119
is_linear=0
shrinkage=0.00298873


Tree=2353
num_leaves=27
num_cat=0
split_feature=1 52 1 2 123 2 47 12 2 12 12 4 1 12 159 4 2 52 159 133 133 4 4 42 0 52
split_gain=134.625 36.9397 13.4981 12.2797 9.34362 5.99991 5.91762 4.72069 4.12554 2.634 2.20895 3.93701 1.88296 1.89673 1.67864 1.51421 1.36088 0.986248 0.975439 0.970879 2.23168 0.763686 0.659241 0.657175 0.488349 0.464112
threshold=0.10141500000000002 -0.41304999999999997 0.12072500000000001 0.10293500000000001 1.0000000180025095e-35 0.090000000000000011 0.085505000000000012 0.089605000000000018 0.13880500000000004 0.083825000000000024 0.11769500000000001 -0.081759999999999985 0.090785000000000018 0.083785000000000012 -0.020314999999999996 0.41696500000000003 0.097575000000000009 -0.011954999999999999 0.018290000000000004 0.0035300000000000006 0.085720000000000018 -0.012089999999999998 -0.074934999999999988 0.088775000000000007 -0.082784999999999984 -0.025904999999999994
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=4 -2 3 7 5 12 8 -3 -4 16 11 -11 13 17 -15 25 -7 -1 21 23 -21 -13 -14 -16 -24 -5
right_child=1 2 6 15 -6 9 -8 -9 -10 10 -12 18 22 14 19 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27
leaf_value=0.0029759936618504101 0.0030194949887926729 0.0015729377576101282 0.00071693478739946585 0.00066332287860355237 0.0016801129298757149 0.0019218005044008097 0.0013144242571018609 0.0026465763002559836 -6.8303441485675925e-05 0.0033300953229177398 0.0021541783757363627 0.0026723414653457289 0.0023989123545438244 0.0025116831007618648 0.0030360219675988013 0.0013505025201446185 0.0024651262959939817 0.0033821784974385487 0.0029278845765741321 0.0023665532726445332 0.0029269709269235098 0.0024412735547605507 0.0025501652636155561 0.0027672611741848792 0.002885459097184474 0.0010004729562462958
leaf_weight=83 71 53 100 56 55 55 58 54 77 56 56 203 57 80 321 54 68 77 56 64 173 181 53 76 67 52
leaf_count=83 71 53 100 56 55 55 58 54 77 56 56 203 57 80 321 54 68 77 56 64 173 181 53 76 67 52
internal_value=0 0.00129669 0.00105394 0.00144419 0.00271641 0.00274942 0.000607109 0.00211503 0.00037518 0.00256137 0.00263686 0.0026913 0.00287016 0.00291903 0.00286239 0.00100094 0.0022224 0.00317164 0.00260994 0.0029066 0.00277575 0.0025635 0.00262868 0.00298464 0.0027376 0.000825907
internal_weight=0 575 504 269 1781 1726 235 107 177 675 552 496 1051 874 714 162 123 160 440 634 237 384 177 397 120 108
internal_count=2356 575 504 269 1781 1726 235 107 177 675 552 496 1051 874 714 162 123 160 440 634 237 384 177 397 120 108
is_linear=0
shrinkage=0.00255085


Tree=2354
num_leaves=27
num_cat=0
split_feature=1 49 0 4 16 131 13 42 457 484 151 16 0 16 13 484 160 160 15 15 47 13 49 13 16 49
split_gain=3.54483 2.33223 2.22499 2.09831 1.83059 1.41803 2.48177 1.52506 1.30128 1.03524 1.01966 0.898081 1.71846 1.45982 1.37104 0.867861 1.10904 1.1597 1.91859 1.41939 1.1369 1.35667 0.938186 0.85038 0.796575 0.196364
threshold=0.089625000000000024 -0.015064999999999999 -0.14076499999999997 -0.027119999999999995 -0.25959999999999994 0.090030000000000013 -0.10899499999999999 0.090625000000000025 0.085130000000000025 0.11701500000000002 -0.080234999999999987 0.057185000000000007 0.0085900000000000021 -0.075779999999999986 -0.006219999999999999 0.087150000000000019 -0.019794999999999997 -0.089549999999999991 -0.013349999999999999 -0.036064999999999993 0.077555000000000013 0.065195000000000017 0.091235000000000011 -0.091769999999999977 -0.14483499999999996 0.10794500000000001
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=9 3 4 -2 -3 6 -4 -7 10 15 -5 13 -13 24 -15 16 17 19 -19 -1 21 22 23 -18 -8 -24
right_child=1 2 5 8 -6 7 11 -9 -10 -11 -12 12 -14 14 -16 -17 20 18 -20 -21 -22 -23 25 -25 -26 -27
leaf_value=0.00090249769362163044 0.0027277303912082388 0.0017683530046259839 -0.0016578486114698953 -0.0039235389966169234 -0.0026783924134827783 0.0058281931490297666 0.0027714687054294536 0.0022279548204278393 0.00096984680827611565 0.00064599768487569363 -0.00064449660745987162 -0.0012834035292057136 0.0030654848045028925 0.0023274206208275814 0.0060137588464095511 0.0044614560038625031 0.0018322071710247497 0.0023058978353076806 -0.001809707627333819 0.0039546244867503929 0.0050260273880112227 0.00086324137370746715 0.00084649211812652908 0.0034496719599226341 0.00028427414782570377 0.0022855246523101574
leaf_weight=76 52 53 54 53 53 57 81 83 54 70 56 52 52 58 58 81 110 77 56 103 69 96 58 624 68 52
leaf_count=76 52 53 54 53 53 57 81 83 54 70 56 52 52 58 58 81 110 77 56 103 69 96 58 624 68 52
internal_value=0 0.00130152 0.00179428 -0.000230907 -0.000453316 0.00221777 0.0017284 0.00369506 -0.00117588 0.00265768 -0.00224055 0.00222444 0.000889304 0.00274774 0.00417215 0.00275799 0.0026534 0.00177022 0.000571653 0.00265976 0.00292632 0.002772 0.00298889 0.00320752 0.00163759 0.0015284
internal_weight=0 884 669 215 106 563 423 140 163 1472 109 369 104 265 116 1402 1321 312 133 179 1009 940 844 734 149 110
internal_count=2356 884 669 215 106 563 423 140 163 1472 109 369 104 265 116 1402 1321 312 133 179 1009 940 844 734 149 110
is_linear=0
shrinkage=0.0169215


Tree=2355
num_leaves=18
num_cat=0
split_feature=1 4 2 12 4 41 12 2 4 1 12 4 43 49 157 4 47
split_gain=130.819 16.0809 13.4088 10.7948 9.76463 6.66564 5.45679 5.3638 4.36969 3.94724 2.82364 3.4058 2.43352 2.21303 1.35436 1.29373 1.53997
threshold=0.10538500000000002 -0.34140499999999996 0.11517500000000001 0.089125000000000024 0.24099500000000004 0.075585000000000013 -0.088684999999999986 0.11366500000000002 0.082475000000000007 0.13554500000000003 0.090345000000000023 0.032965000000000001 -0.0068249999999999986 0.079765000000000016 -1.0000000180025095e-35 -0.16270999999999997 0.078875000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 6 -1 10 -3 12 15 14 -4 -9 -12 -8 -17
right_child=1 2 9 -5 -6 -7 7 13 -10 -11 11 -13 -14 -15 -16 16 -18
leaf_value=0.0031148080238638147 0.0037524477922086597 0.0017014501612086907 0.0016375603927412828 0.0033505355094777143 0.0029533270854168406 0.0046126321455537559 0.0043435858433375921 0.0029968532589858998 0.0025927240810547582 0.0013648396179827805 0.0034860902803069745 0.0031907616768388847 0.0023471790768292392 0.0037064061955649902 0.0039054786567636018 0.0039562142297430948 0.0043196290453638665
leaf_weight=61 52 59 52 93 74 82 76 56 92 85 58 56 81 60 444 786 86
leaf_count=61 52 59 52 93 74 82 76 56 92 85 58 56 81 60 444 786 86
internal_value=0 0.0024068 0.00225528 0.00266627 0.00386262 0.00390073 0.00386603 0.00389426 0.00224466 0.00179514 0.00393508 0.00379026 0.00206994 0.0033641 0.00385708 0.00402029 0.00399209
internal_weight=0 514 462 244 1839 1765 1683 1622 151 218 1506 558 133 116 502 948 872
internal_count=2353 514 462 244 1839 1765 1683 1622 151 218 1506 558 133 116 502 948 872
is_linear=0
shrinkage=0.00255085


Tree=2356
num_leaves=16
num_cat=0
split_feature=1 4 40 4 3 124 15 41 1 15 4 3 1 16 4
split_gain=147.506 15.3664 13.6897 11.2138 11.9213 10.6847 8.88727 4.35094 2.99869 3.20919 2.69333 2.12416 2.04327 1.52541 1.211
threshold=0.109225 0.30163500000000004 -0.026419999999999996 0.36766000000000004 0.149315 -0.080389999999999989 -0.42759999999999992 0.075585000000000013 0.10384000000000002 0.11876000000000002 0.043850000000000007 -0.12595999999999999 0.13630500000000004 -0.054549999999999994 0.024315000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 4 14 -1 -5 8 9 10 11 -7 -2 -12 -4
right_child=2 -3 3 6 -6 7 -8 -9 -10 -11 13 -13 -14 -15 -16
leaf_value=0.0017140905513923421 0.00049854678289013271 0.0011992544186061381 0.0023551483069149709 0.0012065724416605475 0.00064824836044013871 0.0022716559076484161 -0.00014589512502951788 0.0031717334016184715 0.0020474385626567397 0.0020591104261896147 0.0025056360020884274 0.0026864288374734003 -0.00012572011746138858 0.0020244306319381592 0.0018311428316191551
leaf_weight=88 81 53 57 73 52 83 52 82 64 66 120 1308 55 64 55
leaf_count=88 81 53 57 73 52 83 52 82 64 66 120 1308 55 64 55
internal_value=0 0.00252815 0.000900423 0.00120835 0.00163853 0.0025657 0.000643732 0.00260762 0.00258047 0.00260125 0.00262395 0.0026617 0.00024589 0.00233841 0.00209806
internal_weight=0 1928 425 289 164 1875 125 1787 1705 1641 1575 1391 136 184 112
internal_count=2353 1928 425 289 164 1875 125 1787 1705 1641 1575 1391 136 184 112
is_linear=0
shrinkage=0.00250084


Tree=2357
num_leaves=24
num_cat=0
split_feature=1 12 39 13 12 39 1 16 52 43 4 15 4 13 133 15 133 133 133 4 13 12 1212
split_gain=2.08724 3.2442 2.59518 2.1811 2.47863 2.45734 1.17585 1.44999 4.44265 1.81684 1.01448 1.69184 1.71821 0.890704 0.787488 0.614016 0.588291 1.01877 0.719561 0.555087 0.531059 0.744967 0.86665
threshold=0.092860000000000012 -0.11875499999999999 0.096625000000000016 -0.10664 -1.0000000180025095e-35 0.08733500000000001 1.0000000180025095e-35 -0.034884999999999992 -0.012574999999999998 -0.011154999999999998 -0.11205499999999999 -0.0087849999999999977 0.24726500000000004 -0.011559999999999999 -1.0000000180025095e-35 0.11876000000000002 0.11588000000000002 0.093490000000000004 0.26786500000000008 -0.073714999999999989 0.06301000000000001 0.083615000000000009 0.086310000000000012
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 -3 5 -5 15 13 9 -9 -6 12 -12 14 -8 16 17 20 -18 -20 21 -1 -23
right_child=1 2 -4 4 10 -7 7 8 -10 -11 11 -13 -14 -15 -16 -17 18 -19 19 -21 -22 22 -24
leaf_value=0.004646202057413484 0.0059366589436281713 -0.00054133406688592592 -0.0013931039859096941 -0.0022170172254940002 0.0048907100286950823 0.0026878421969875814 0.0055299959825548433 0.0007281752589995698 0.0088942017718133294 0.0053940744620157195 0.0051105340924403808 0.00077645308196947827 0.0018550011150900644 0.0015938449908430093 0.0026399520192865312 0.00097073165925775154 0.00040743083965805448 0.0048811117843798931 0.0041629441597617334 0.0015681706546747868 0.0015759473296260767 0.0025772349675632672 0.0041636831566999009
leaf_weight=87 62 90 80 63 88 69 57 56 66 52 114 100 97 86 66 53 61 96 53 54 85 580 138
leaf_count=87 62 90 80 63 88 69 57 56 66 52 114 100 97 86 66 53 61 96 53 54 85 580 138
internal_value=0 0.00199822 0.00164961 0.00204189 0.00248009 0.000345434 0.00314167 0.00400982 0.00522224 0.00297649 0.00318581 0.00270278 0.00361482 0.00299952 0.0039808 0.00286603 0.00295291 0.0031206 0.00196758 0.00285522 0.00293049 0.00307328 0.00288242
internal_weight=0 763 701 621 531 132 1590 383 174 108 399 311 211 209 123 1207 1154 986 168 107 890 805 718
internal_count=2353 763 701 621 531 132 1590 383 174 108 399 311 211 209 123 1207 1154 986 168 107 890 805 718
is_linear=0
shrinkage=0.0179572


Tree=2358
num_leaves=21
num_cat=0
split_feature=1 1 12 1 39 14 12 10 123 4 3 3 3 4 4 158 3 15 4 12
split_gain=140.686 18.6229 12.53 6.79291 5.32366 4.02679 3.35312 2.93775 2.96998 2.54687 2.32957 2.19823 2.2137 1.97002 1.77941 1.40114 1.33143 1.15905 1.05198 1.01612
threshold=0.10538500000000002 0.12450500000000002 0.087245000000000003 0.092860000000000012 0.081875000000000017 0.062655000000000016 0.11769500000000001 -0.0069899999999999988 0.088610000000000008 0.032965000000000001 0.149315 0.085315000000000016 -0.058704999999999993 0.056815000000000011 0.036620000000000007 0.07968500000000002 -0.085104999999999986 -0.0070899999999999991 0.06707500000000001 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 16 6 9 -3 10 11 -9 12 19 -2 -4 18 -5 -18 -11 -1
right_child=1 7 14 4 -6 -7 -8 8 -10 15 -12 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0029089886230058639 0.00093275062903965911 9.4231489984276067e-05 0.0027002530005307466 0.0022254306033498705 0.0016463522028467405 0.0035413267455940865 0.0021566126869162049 0.0013865935551612841 0.00032711121855173145 0.0021345079462112824 0.00064571182290615184 0.0024191392908327887 0.0034418621030770911 0.0015057040319224602 0.0020246135195764801 0.0029036205364074202 0.0030189199535476932 0.0025174843613475343 0.0026036972583110217 0.002628431370016243
leaf_weight=1054 87 52 55 55 56 56 53 66 60 57 55 69 53 83 56 60 55 83 86 102
leaf_count=1054 87 52 55 55 56 56 53 66 60 57 55 69 53 83 56 60 55 83 86 102
internal_value=0 0.00120578 0.00166584 0.00277643 0.00236816 0.00284035 0.00281474 0.00065082 0.000810567 0.00283828 0.00105006 0.00288231 0.00290873 0.00121265 0.00235965 0.00256088 0.00257745 0.00271754 0.00241688 0.00288426
internal_weight=0 514 281 1839 249 1590 1534 233 181 1481 121 1278 1209 170 111 203 193 138 143 1156
internal_count=2353 514 281 1839 249 1590 1534 233 181 1481 121 1278 1209 170 111 203 193 138 143 1156
is_linear=0
shrinkage=0.00265391


Tree=2359
num_leaves=19
num_cat=0
split_feature=1 13 10 3 3 16 160 159 2 0 0 159 2 43 11 3 1 42
split_gain=1.94564 2.99073 2.8145 3.64262 1.76486 1.51701 1.06855 0.927688 0.933996 1.59026 1.19069 1.00858 1.74525 1.12023 1.11592 2.05776 1.43185 0.502657
threshold=0.109225 -0.46134499999999995 -1.0000000180025095e-35 0.12991000000000003 -0.049204999999999992 -0.14169499999999999 -0.54119499999999987 -0.45963999999999994 0.10836000000000003 -0.026509999999999995 -0.065249999999999989 0.077610000000000012 0.095415000000000014 -0.081474999999999992 0.080320000000000016 -0.12077499999999998 0.10322500000000003 0.090625000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 17 -6 -1 -8 11 10 -10 14 13 -13 15 -9 -17 -4
right_child=1 2 3 -5 5 -7 7 8 9 -11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=0.0049839158772008244 0.0051475326868826903 -0.0021898162412055154 0.0031000121794786104 0.0047369600564464249 0.00085554573433286967 -0.0030491854520181454 0.0045997485405001029 0.0057864046441356738 0.0010114600611305401 -0.0010321017373429162 0.0037204190312778705 0.0013975764074907681 0.006327246784291655 0.0041149971489126726 0.00012800227235970846 0.0025312938995938543 -0.0003088696762373153 0.00081688149214868681
leaf_weight=53 52 72 56 76 59 55 61 54 103 55 85 82 54 93 57 1178 53 55
leaf_count=53 52 72 56 76 59 55 61 54 103 55 85 82 54 93 57 1178 53 55
internal_value=0 0.00134512 0.000814542 0.00153379 0.00045103 -0.00102673 0.00261093 0.00254376 0.00247452 0.0014965 0.00223722 0.00262568 0.00366519 0.00284272 0.00244816 0.00255094 0.00240887 0.00197036
internal_weight=0 425 373 301 225 114 1928 1875 1814 243 188 1571 229 175 1342 1285 1231 111
internal_count=2353 425 373 301 225 114 1928 1875 1814 243 188 1571 229 175 1342 1285 1231 111
is_linear=0
shrinkage=0.0169215


Tree=2360
num_leaves=9
num_cat=0
split_feature=3 1 1 403 13 48 48 3
split_gain=4.33152 2.13232 1.77325 1.01522 0.991671 0.940378 1.78441 1.0365
threshold=0.32329500000000005 0.13948500000000003 0.13130500000000003 -0.53317999999999988 0.17982000000000001 -0.088899999999999993 -0.015314999999999997 0.11745500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=-5.7722102744190672e-05 -0.0032324359242278562 0.006263175894718833 -0.0012050644141902733 0.0049797249318025948 0.004409211456862917 -0.00093080634748958155 0.0023801331407825852 -0.0003503526113289966
leaf_weight=78 63 55 65 52 94 76 1815 61
leaf_count=78 63 55 65 52 94 76 1815 61
internal_value=0 0.00224855 0.00214992 0.00225024 0.00233615 0.0022388 0.00216567 0.00229123
internal_weight=0 2296 2241 2176 2098 2004 1952 1876
internal_count=2359 2296 2241 2176 2098 2004 1952 1876
is_linear=0
shrinkage=0.0206272


Tree=2361
num_leaves=21
num_cat=0
split_feature=4 3 39 1 3 4 133 1 0 42 133 3 133 42 1 42 4 1209 133 4
split_gain=116.145 35.9272 20.468 9.52662 5.53689 4.69147 3.62773 3.15012 2.44133 2.19094 1.98483 1.62353 1.36279 1.73391 1.38945 1.43339 1.20808 1.14822 1.30055 0.757218
threshold=0.27161500000000005 0.10812000000000001 0.084535000000000013 0.13075500000000004 0.30112000000000005 0.0015850000000000003 0.085650000000000018 0.10471500000000002 -0.079119999999999982 0.090295000000000014 -0.076779999999999987 0.011825000000000002 0.097995000000000013 -0.010169999999999998 0.088785000000000017 0.084835000000000008 -0.50388999999999984 0.083050000000000013 -0.010614999999999998 0.42405000000000009
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 2 5 9 -3 7 -4 8 17 19 -10 -5 13 -7 15 -15 -12 18 -1 -2
right_child=3 4 6 11 -6 12 -8 -9 10 -11 16 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0025520024907499409 0.00071839217526353393 0.001241622129467036 0.0015899022941585506 5.0384422693252779e-05 9.8128473423289225e-05 0.0017494074389047204 0.00073828976035519389 0.0018354013375466779 0.001750612459902017 0.00026694729920651332 0.0026289562548066606 -0.00057874969324917219 0.0016847943111178098 0.0026956775153836321 0.0019245581085744826 0.0021548918763590924 0.0022140350811612674 0.002779615167715925 0.0023374852814656453 0.0011446840164847116
leaf_weight=304 63 60 80 54 55 79 59 82 57 52 56 57 73 53 81 92 348 64 538 52
leaf_count=304 63 60 80 54 55 79 59 82 57 52 56 57 73 53 81 92 348 64 538 52
internal_value=0 0.00210886 0.00219155 0.00031817 0.000694975 0.00226479 0.00122863 0.00233225 0.00236203 0.000710893 0.00220726 -0.000272434 0.00200612 0.00208294 0.00219941 0.00235275 0.00227162 0.00244076 0.00241497 0.000911392
internal_weight=0 2081 1966 278 115 1827 139 1449 1367 167 461 111 378 305 226 145 404 906 842 115
internal_count=2359 2081 1966 278 115 1827 139 1449 1367 167 461 111 378 305 226 145 404 906 842 115
is_linear=0
shrinkage=0.00260187


Tree=2362
num_leaves=11
num_cat=0
split_feature=3 9 4 4 41 4 2 40 3 2
split_gain=3.31984 1.6535 1.24002 1.84197 1.22039 2.24756 1.00676 0.884647 1.01559 1.08976
threshold=0.32329500000000005 -1.0000000180025095e-35 0.26900000000000007 0.40780000000000005 0.083975000000000008 -0.5093899999999999 0.11693000000000002 -0.082294999999999993 0.10812000000000001 0.08079500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -5 -7 9 -9
right_child=-2 2 3 6 -6 7 -8 8 -10 -11
leaf_value=-0.00093675879078444692 -0.0020139621915068531 0.0049447234722143352 -0.0018749793886236731 0.0029456839867624289 -0.00057726144419157082 0.0036878295265885459 0.00043253623657582172 0.0024102552869922677 4.9336920045164718e-05 0.001522759425787797
leaf_weight=61 63 52 56 59 52 52 103 430 88 1343
leaf_count=61 63 52 56 59 52 52 103 430 88 1343
internal_value=0 0.00155113 0.0016191 0.000519944 0.00173782 0.00179917 0.00134883 0.00171358 0.00165833 0.00173809
internal_weight=0 2296 2235 218 2017 1965 162 1913 1861 1773
internal_count=2359 2296 2235 218 2017 1965 162 1913 1861 1773
is_linear=0
shrinkage=0.0153263


Tree=2363
num_leaves=15
num_cat=0
split_feature=4 3 123 3 12 11 123 3 124 11 3 12 4 3
split_gain=85.131 25.9101 17.0176 5.91712 5.4933 6.4656 4.2466 3.974 3.3421 3.24463 3.02408 2.64749 1.41001 1.07174
threshold=0.27161500000000005 0.30112000000000005 0.081180000000000016 0.17646500000000004 0.11769500000000001 1.0000000180025095e-35 0.085740000000000011 -0.12077499999999998 -0.083859999999999976 0.085155000000000022 0.10632000000000001 -0.010219999999999998 0.41345000000000004 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 7 12 -1 -4 -7 11 -9 -2 -14
right_child=3 -3 8 -5 -6 9 -8 10 -10 -11 -12 -13 13 -15
leaf_value=0.0027042035881991383 0.0024976680171378031 0.0014795411471969408 0.0018735141994543276 0.00090384654323952133 0.0027361006836055389 0.0044792551672623027 0.0012993983721910386 0.0029095686446410866 0.0028158701695334127 0.0036224154418629134 0.0028292319146908359 0.0034787613217043237 0.0016810269853654765 0.0022196224320344096
leaf_weight=57 54 55 57 53 82 63 61 63 54 68 59 1523 53 57
leaf_count=57 54 55 57 53 82 63 61 63 54 68 59 1523 53 57
internal_value=0 0.00331373 0.00336351 0.0017186 0.00342328 0.003454 0.00191039 0.00340929 0.00233222 0.0040347 0.0034337 0.00345617 0.00213747 0.00196038
internal_weight=0 2081 2026 278 1915 1833 225 1702 111 131 1645 1586 164 110
internal_count=2359 2081 2026 278 1915 1833 225 1702 111 131 1645 1586 164 110
is_linear=0
shrinkage=0.00270699


Tree=2364
num_leaves=25
num_cat=0
split_feature=3 3 43 11 52 150 43 12 12 11 52 39 3 52 52 43 43 43 43 3 481 3 12 160
split_gain=50.2499 22.7699 19.6638 8.11757 7.58811 7.2352 5.63881 5.09459 3.6177 3.17056 3.05571 2.33192 1.99303 1.55629 1.35148 1.35104 1.78853 0.892073 1.30738 1.63074 0.797441 0.729104 0.656546 0.36509
threshold=-0.06340999999999998 0.31343500000000007 -0.040789999999999993 0.085155000000000022 -0.070104999999999987 0.087380000000000013 -0.097279999999999991 0.078515000000000015 0.092495000000000008 1.0000000180025095e-35 -0.082554999999999976 0.087735000000000021 0.10812000000000001 0.074235000000000009 0.047850000000000011 0.0035900000000000007 0.087840000000000015 -0.094134999999999983 0.0077000000000000011 -0.08095999999999999 -0.083994999999999986 -0.077584999999999987 0.087745000000000004 -0.0089499999999999979
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 6 7 -5 10 -2 -1 9 15 -4 -8 14 17 -12 20 -17 -10 19 -19 -9 -15 -22 -23
right_child=1 -3 5 4 -6 -7 11 8 13 -11 12 -13 -14 21 -16 16 -18 18 -20 -21 22 23 -24 -25
leaf_value=0.0023377742049102129 0.0025296584623027444 0.00084245503562815243 0.0035091677856553482 0.0030964039537982498 0.0015846943515026037 0.0018492927940008015 0.0018249761447762019 0.00305785190724702 0.0032379907344048443 0.0040499745186269804 0.0028105396602692541 0.0011369907300108658 0.0024202815539774531 0.0034562243480252865 0.0033797615638347825 0.0027139515011760868 0.0034164358912918227 0.0023424805976704119 0.0032187842247437619 0.0029092849510860578 0.0034568049734279519 0.0032679464385734522 0.0032781933785922604 0.002919851910563669
leaf_weight=56 59 91 82 62 53 53 84 76 60 52 95 86 67 84 59 72 56 66 60 133 414 53 329 57
leaf_count=56 59 91 82 62 53 53 84 76 60 52 95 86 67 84 59 72 56 66 60 133 414 53 329 57
internal_value=0 0.00220647 0.0024186 0.00315247 0.00239998 0.00284959 0.00174844 0.00320764 0.00323984 0.00334286 0.00302446 0.00147712 0.00284447 0.00303916 0.00302882 0.003304 0.00302153 0.00291235 0.00283679 0.00272146 0.00334811 0.00324752 0.00337776 0.00308785
internal_weight=0 676 585 1683 115 356 229 1568 1512 999 303 170 221 513 154 947 128 319 259 199 819 194 743 110
internal_count=2359 676 585 1683 115 356 229 1568 1512 999 303 170 221 513 154 947 128 319 259 199 819 194 743 110
is_linear=0
shrinkage=0.00293013


Tree=2365
num_leaves=17
num_cat=0
split_feature=4 0 15 52 15 0 0 0 4 0 2 12 49 151 2 52
split_gain=2.32977 2.13578 2.28903 3.10339 1.42292 1.81978 1.31702 2.6592 1.28089 1.1285 0.860274 0.979286 0.952454 0.705349 0.575186 0.539854
threshold=0.27044500000000005 -0.14216999999999999 -1.0000000180025095e-35 -0.070529999999999995 -0.47252999999999995 -0.10803999999999998 -0.0042749999999999993 0.057400000000000007 0.50569000000000008 -0.12608499999999997 0.13106000000000004 -0.086449999999999985 -0.011659999999999998 -0.085604999999999987 0.10672500000000001 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 9 -8 -7 -3 11 -11 15 -14 -9 -13
right_child=4 6 -4 -5 5 8 7 14 -10 10 -12 12 13 -15 -16 -17
leaf_value=0.0049211716869233812 0.0023463854788288146 -0.0002021884151236434 0.0058006724376946988 -0.00028406722512846973 0.0014403870260011489 0.00030669722691974746 -0.0020009548998356115 0.002789230180234142 -0.0030005437045090171 9.0168143602335326e-05 0.00026223350974196571 0.0043725952142391706 0.0034539851419367771 0.0019967189729141513 0.00065064741133265551 0.0024631870026003886
leaf_weight=54 76 55 72 58 96 53 63 76 62 55 62 73 87 1289 52 73
leaf_count=54 76 55 72 58 96 53 63 76 62 55 62 73 87 1289 52 73
internal_value=0 0.00201597 0.00362454 0.00222411 0.000512162 -0.000147715 0.00185887 0.00062699 -0.00147489 0.00199767 0.00207159 0.00214262 0.00221668 0.00208898 0.00192173 0.00341903
internal_weight=0 2069 184 112 287 211 1885 191 115 1694 1639 1577 1522 1376 128 146
internal_count=2356 2069 184 112 287 211 1885 191 115 1694 1639 1577 1522 1376 128 146
is_linear=0
shrinkage=0.0156328


Tree=2366
num_leaves=31
num_cat=0
split_feature=1 1 3 47 2 3 2 15 3 3 3 2 2 133 133 15 15 1212 133 42 15 47 2 3 1 15 43 483 15 15
split_gain=74.3227 17.1568 16.5094 8.00733 5.76928 5.16408 4.27134 4.01283 3.75077 3.34917 3.31147 2.90763 2.14086 2.10216 2.16534 2.07206 3.80892 1.71581 2.53232 1.56124 2.82709 1.53092 1.45995 1.43066 1.42473 1.08652 0.933561 0.711428 0.628765 0.315462
threshold=0.11831500000000002 0.093575000000000019 -0.031844999999999991 0.097480000000000011 0.13880500000000004 0.0065900000000000012 0.090115000000000015 -0.035449999999999988 -0.10919499999999999 -0.082844999999999988 0.11924500000000002 -0.007134999999999999 0.12358500000000001 0.047025000000000004 0.092120000000000021 0.083885000000000015 -0.006494999999999999 0.041590000000000009 -0.010174999999999998 0.08648500000000002 0.085095000000000018 1.0000000180025095e-35 0.09772500000000002 -0.081574999999999995 0.084755000000000011 0.089485000000000023 -0.03750499999999999 0.023975000000000003 0.087315000000000018 -0.046449999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 4 11 -4 17 9 -9 -3 -7 -2 13 15 -15 16 22 19 -19 21 23 24 -8 -21 27 -22 29 -1 -26 -16
right_child=3 2 5 -5 -6 10 12 8 -10 -11 -12 -13 -14 14 26 -17 -18 18 -20 20 25 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0030737867602287287 0.00087056450272452639 0.0017726103634435574 0.0011006483653776002 0.0019671626144340372 0.00044053023023456515 0.0024133401058362607 0.0023041857132571975 0.0034979238007425148 0.0025800832302799405 0.0027145816222493577 0.0014978943568240651 0.0016794002585126962 0.0020833877780382583 0.003116820759742376 0.0023740900921551174 0.0028100521355129996 0.0017542734692436032 0.0029677470119582588 0.0023368256862418002 0.0021111006578968627 0.0033005619948382739 0.0034189631240450569 0.0028197143301898269 0.0027349003943742353 0.0024893063247051653 0.002790724434148335 0.002938969705986397 0.0027355140155494195 0.0028997385497961407 0.0026411244927928884
leaf_weight=351 57 52 84 73 91 58 80 53 78 55 54 70 53 103 63 99 57 87 94 53 54 57 77 52 57 68 52 52 52 70
leaf_count=351 57 52 84 73 91 58 80 53 78 55 54 70 53 103 63 99 57 87 94 53 54 57 77 52 57 68 52 52 52 70
internal_value=0 0.00263883 0.00216958 0.00120604 0.000951033 0.00159883 0.00276368 0.00263949 0.00295164 0.00225707 0.00197222 0.0013166 0.00259724 0.0026425 0.00280691 0.00249114 0.00234347 0.00287507 0.00264024 0.00292843 0.00274092 0.00300319 0.00255721 0.0024203 0.00295685 0.00301662 0.00263421 0.00303021 0.00268537 0.00251485
internal_weight=0 2065 434 291 218 196 1631 238 131 107 112 127 654 601 288 313 214 977 181 796 227 569 157 105 512 122 185 403 109 133
internal_count=2356 2065 434 291 218 196 1631 238 131 107 112 127 654 601 288 313 214 977 181 796 227 569 157 105 512 122 185 403 109 133
is_linear=0
shrinkage=0.00265391


Tree=2367
num_leaves=17
num_cat=0
split_feature=4 3 12 2 2 133 0 3 52 3 12 133 2 3 3 52
split_gain=119.581 33.1664 20.9193 7.81811 6.26212 5.87368 3.18219 4.30742 2.65707 2.49554 3.17576 2.48137 1.30648 1.22011 1.196 1.25988
threshold=0.30163500000000004 0.30112000000000005 -0.007389999999999999 0.12051500000000002 0.12708000000000003 -0.0097699999999999992 -0.079249999999999987 -0.12595999999999999 -0.081164999999999987 0.086245000000000016 0.082295000000000021 -0.006494999999999999 0.10244500000000002 0.0075150000000000008 -0.14162499999999997 -0.046924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 12 -1 7 -4 -7 10 -9 -8 -2 -6 -13 -16
right_child=4 -3 3 -5 13 8 11 9 -10 -11 -12 14 -14 -15 15 -17
leaf_value=0.0031596736145961808 0.0013983103586785145 0.001121284848878781 0.0041981108613353595 0.0026161747018808319 0.0010604279064242873 0.0025113659422075544 0.0028557780471500081 0.0041612581298917112 0.0017060956145875013 0.0029774757624964061 0.0034822920960216881 0.0036714217133528735 0.0019101446522576989 0.00046643549189824351 0.0030940818546349629 0.0034104073192272417
leaf_weight=57 85 54 69 92 52 60 91 56 66 70 979 78 70 54 154 269
leaf_count=57 85 54 69 92 52 60 91 56 66 70 979 78 70 54 154 269
internal_value=0 0.00325795 0.00331446 0.00340223 0.0012758 0.00242319 0.00344316 0.00352673 0.00208979 0.00348478 0.00351906 0.0032774 0.00162965 0.000758106 0.00335393 0.00329531
internal_weight=0 2095 2041 1858 261 183 1766 1174 126 1105 1035 592 155 106 501 423
internal_count=2356 2095 2041 1858 261 183 1766 1174 126 1105 1035 592 155 106 501 423
is_linear=0
shrinkage=0.00276112


Tree=2368
num_leaves=17
num_cat=0
split_feature=4 2 39 13 14 0 13 151 43 0 0 2 43 42 1213 2
split_gain=98.9277 27.6976 14.7496 13.1871 8.13204 6.10296 4.21966 4.20916 3.25419 3.18128 2.7388 2.72123 2.51422 1.01506 1.27336 0.732832
threshold=0.30163500000000004 0.14271500000000001 0.081875000000000017 -0.16392499999999996 -0.45687499999999998 -0.099329999999999988 -0.08533499999999998 0.050660000000000004 -0.067359999999999989 -0.14989499999999997 -0.11327499999999999 0.10746500000000002 -0.085349999999999995 0.085790000000000019 -0.0057349999999999996 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 12 9 -4 -8 -11 -7 -5 15 -15 -14
right_child=4 -3 8 6 5 11 7 -9 -10 10 -12 -13 13 14 -16 -17
leaf_value=0.0020091027362359104 0.0022684361742317653 0.0012821757271015877 0.0020252950582431142 0.0040286709536627918 0.0015432159748409479 0.00099564134238738279 0.003792238004414264 0.0024375713165798148 0.0028992995809417853 0.0025848318799958931 0.0032417132436800065 0.00010767295836623458 0.0034377671739299199 0.0033445812116919514 0.0038022371495749813 0.0030211015885130668
leaf_weight=66 53 63 98 71 98 58 81 53 52 53 1220 52 80 98 99 61
leaf_count=66 53 63 98 71 98 58 81 53 52 53 1220 52 80 98 99 61
internal_value=0 0.00312208 0.00317911 0.00324689 0.00128314 0.00103193 0.00329186 0.00321844 0.00232848 0.00324898 0.00321439 0.000576148 0.00354439 0.00344257 0.00357472 0.00325772
internal_weight=0 2095 2032 1882 261 208 1816 1407 150 1354 1273 110 409 338 197 141
internal_count=2356 2095 2032 1882 261 208 1816 1407 150 1354 1273 110 409 338 197 141
is_linear=0
shrinkage=0.00281635


Tree=2369
num_leaves=18
num_cat=0
split_feature=4 3 39 2 14 2 0 13 16 52 16 0 52 3 2 2 3
split_gain=113.13 36.6077 27.3423 7.58402 8.14185 5.18836 3.81482 2.7943 2.93931 4.67514 2.67164 1.8986 2.83891 2.17975 1.5896 1.13299 0.643154
threshold=0.30163500000000004 0.30112000000000005 0.081875000000000017 0.10045500000000002 0.076975000000000002 0.12708000000000003 -0.078964999999999994 -0.077274999999999996 -0.025314999999999994 -0.41304999999999997 -0.44010499999999991 -0.064804999999999988 -0.0078449999999999978 0.085315000000000016 0.088850000000000012 0.14794000000000004 -0.065004999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 10 -4 -5 16 -10 -2 13 -13 14 -1 -7 -9
right_child=5 -3 6 7 -6 15 -8 8 9 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.003142110091188163 0.0014810138851340943 0.00058073297473984454 0.0022809991383561136 0.0031362947095844988 0.0041093896251350685 0.00070647373711468526 0.0014275366074924262 0.0026610180845382269 0.0027447967755942515 0.0018833936935801418 0.00071547379426750084 0.003050471341680067 0.002203157941406225 0.0025045813020019101 0.0029267555176136413 0.00013462143496613797 0.00310065055735097
leaf_weight=906 102 54 71 66 55 54 92 53 94 99 53 73 52 53 375 52 52
leaf_count=906 102 54 71 66 55 54 92 53 94 99 53 73 52 53 375 52 52
internal_value=0 0.00282532 0.00288469 0.00297887 0.00306502 0.000897402 0.00179947 0.00262046 0.00250612 0.00230309 0.00121944 0.00302563 0.00269822 0.00305629 0.00307909 0.000426221 0.00287902
internal_weight=0 2095 2041 1878 1514 261 163 364 298 193 155 1459 125 1334 1281 106 105
internal_count=2356 2095 2041 1878 1514 261 163 364 298 193 155 1459 125 1334 1281 106 105
is_linear=0
shrinkage=0.00276112


Tree=2370
num_leaves=23
num_cat=0
split_feature=1 14 2 2 1 0 51 3 3 3 3 0 0 3 3 42 51 0 3 12 1447 2
split_gain=3.02445 3.67301 2.34749 2.93921 2.72765 1.67196 1.51329 1.41205 1.81537 1.24252 1.10459 1.76572 1.56733 0.977496 0.818292 0.886797 0.858999 0.703125 0.77423 0.930884 0.529028 0.395542
threshold=0.088340000000000016 -0.23083499999999998 -0.0091949999999999983 0.088135000000000005 0.097070000000000004 0.030935000000000004 -0.40274499999999996 0.102425 -0.048154999999999996 0.149315 0.081640000000000004 0.040035000000000008 -0.12608499999999997 -0.070649999999999977 -0.090854999999999977 -0.080744999999999983 -0.08569499999999998 -0.082594999999999988 -0.082334999999999978 0.094225000000000017 -0.085709999999999995 0.087005000000000013
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=6 -2 -3 13 -5 7 -1 8 -6 -9 11 12 -8 17 15 21 -16 -4 -19 -20 -18 -14
right_child=1 2 3 4 5 -7 10 9 -10 -11 -12 -13 14 -15 16 -17 20 18 19 -21 -22 -23
leaf_value=0.00027000052324563427 0.0055961849407921453 -0.0010473450498479011 0.0010886788192958309 -0.0027555699523955529 0.0021618335922178912 0.0042558989593644569 0.0062370001098421861 0.0041276907490199743 -0.0022083424021763051 0.00058230314600559189 0.001280991245551805 0.00056186747405101239 0.0046920196285052326 0.0049623241438774539 0.0050947236284931557 0.0061908182196965828 0.0048090661833145717 0.0048573936772152984 0.0006593974283431004 0.0039070177640790453 0.0030063411950107238 0.002483744509946336
leaf_weight=54 83 102 72 60 53 60 76 61 80 73 78 64 55 79 82 74 59 64 57 62 809 55
leaf_count=54 83 102 72 60 53 60 76 61 80 73 78 64 55 79 82 74 59 64 57 62 809 55
internal_value=0 0.00192291 0.00155222 0.00192025 0.000833133 0.00149221 0.00328069 0.000870422 -0.000465373 0.00219771 0.00340079 0.00353042 0.00368728 0.0031793 0.00351622 0.00463684 0.00329897 0.00262614 0.00322997 0.00235308 0.0031291 0.00358966
internal_weight=0 906 823 721 387 327 1406 267 133 134 1352 1274 1210 334 1134 184 950 255 183 119 868 110
internal_count=2312 906 823 721 387 327 1406 267 133 134 1352 1274 1210 334 1134 184 950 255 183 119 868 110
is_linear=0
shrinkage=0.0183163


Tree=2371
num_leaves=16
num_cat=0
split_feature=10 12 1 3 39 1 13 151 12 16 0 12 13 51 42
split_gain=2.16381 1.851 2.53773 3.28194 2.78976 1.87894 1.87828 1.60836 1.18182 1.09969 0.999131 0.799811 0.787875 1.19953 0.91534
threshold=0.046740000000000011 -0.10236499999999998 0.10538500000000002 -0.046329999999999989 0.087880000000000014 0.11249000000000002 -0.089899999999999994 0.086470000000000005 0.098330000000000015 -0.24235499999999996 -0.11327499999999999 -0.06202499999999999 -0.082689999999999986 0.11178000000000002 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 8 5 -5 -7 9 -4 10 -3 -11 14 -14 -13
right_child=-2 2 3 4 -6 6 -8 -9 -10 11 -12 12 13 -15 -16
leaf_value=0.0048482498988529328 -0.0011484039921961359 0.0055584353566358793 0.0013204022806311577 -0.0016313264800725249 -0.0028697543021096823 0 0.0043179780394424182 -0.00053444090266392989 0.0041502517929003415 0.0042849552416374106 0.0023702049230689098 0.0020553626317607581 0.0021395362291539554 -0.0001495775422974413 0.0035109690733895549
leaf_weight=68 56 57 83 54 80 56 55 52 80 55 52 231 1019 67 247
leaf_count=68 56 57 83 54 80 56 55 52 80 55 52 231 1019 67 247
internal_value=0 0.00215081 0.00206689 0.0008861 -0.000326877 0.00090496 0.00214042 0.00233745 0.00271037 0.00242397 0.00403907 0.00231513 0.00224574 0.00199815 0.0028079
internal_weight=0 2256 2188 408 245 165 111 1780 163 1728 109 1619 1564 1086 478
internal_count=2312 2256 2188 408 245 165 111 1780 163 1728 109 1619 1564 1086 478
is_linear=0
shrinkage=0.0165897


Tree=2372
num_leaves=23
num_cat=0
split_feature=1 16 124 1 12 0 49 0 1429 0 16 0 13 49 48 49 16 16 16 1213 0 43
split_gain=123.791 17.2707 7.51221 6.16625 7.9284 2.8117 4.12616 4.28321 3.35363 4.07646 2.39215 2.30643 2.74264 1.69293 1.54166 1.46422 1.83939 2.91684 1.19321 0.986191 0.929651 0.803528
threshold=0.10538500000000002 0.25155500000000003 -0.080389999999999989 0.12765500000000005 0.023990000000000004 -0.076639999999999986 -0.014869999999999998 -0.10803999999999998 0.084770000000000012 -0.14989499999999997 -0.42372999999999994 -0.10417499999999999 -0.016999999999999998 0.10228500000000001 0.085130000000000025 1.0000000180025095e-35 0.066275000000000014 -0.046599999999999996 0.40052000000000004 -0.13252999999999998 0.036480000000000005 -0.030304999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 10 6 7 -4 9 -8 -2 -5 -13 19 -12 16 17 21 -17 -11 -18 -7
right_child=1 -3 5 11 -6 15 8 -9 -10 13 14 12 -14 -15 -16 18 20 -19 -20 -21 -22 -23
leaf_value=0.0020518515316808005 0.0015962762799031863 0.0025723333077992132 0.0021004287961088816 0.0012161543816944357 0.0022795042866998092 0.0031521652428900008 0.0037893449174713394 0.0030509478904289429 0.0024553469240227673 0.0034688919117555738 0.0005432933763024094 0.00012467586030606991 0.0009716464836067607 0.0026978601943749322 0.0011949326829677367 0.0022196087991550031 0.0028367779248658401 0.0021494901785388478 0.0027896881067402996 0.0031167919068692015 0.0033111720156812643 0.0027436536201016501
leaf_weight=70 56 79 68 55 64 69 76 85 57 70 55 65 57 74 61 53 52 52 67 841 95 91
leaf_count=70 56 79 68 55 64 69 76 85 57 70 55 65 57 74 61 53 52 52 67 841 95 91
internal_value=0 0.00136555 0.00295792 0.00113465 0.00143281 0.00299414 0.00306371 0.00262869 0.00312321 0.00315906 0.00111758 0.000736929 0.000520638 0.0031104 0.000886225 0.00280949 0.00290011 0.00273116 0.00253815 0.00314388 0.00314356 0.00292001
internal_weight=0 492 1820 413 236 1750 1271 153 1118 1061 172 177 122 985 116 479 359 212 120 911 147 160
internal_count=2312 492 1820 413 236 1750 1271 153 1118 1061 172 177 122 985 116 479 359 212 120 911 147 160
is_linear=0
shrinkage=0.00281635


Tree=2373
num_leaves=21
num_cat=0
split_feature=1 16 2 15 131 2 1 2 13 51 13 52 2 16 151 12 43 49 43 4
split_gain=1.95207 1.62483 2.6134 2.13181 2.36446 2.13745 1.11823 1.84713 1.31034 1.0636 0.830233 0.971504 0.553975 1.25472 0.764992 0.739927 0.652124 0.920683 0.642716 0.507812
threshold=0.088340000000000016 -0.54057999999999995 -0.0091949999999999983 -0.44206999999999991 0.094655000000000017 0.14271500000000001 0.097195000000000017 0.088135000000000005 -0.078389999999999974 -0.40274499999999996 -0.14545999999999995 0.40249000000000007 0.087675000000000017 -0.0007049999999999999 -0.085164999999999977 0.085465000000000013 -0.09799999999999999 -1.0000000180025095e-35 -0.0058249999999999994 -0.080344999999999986
decision_type=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 6 7 -5 -8 -1 -11 12 13 15 -14 18 -16 -18 -12 -17
right_child=1 2 3 4 -6 -7 8 -9 -10 10 11 -13 14 -15 16 19 17 -19 -20 -21
leaf_value=4.0093428644946669e-05 0.0040774579733397079 -0.0013145691243290655 -0.0009696528080078221 0.001776144117563206 0.00417029100828562 -0.0012124945768970544 0.0042089478274293726 -0.0016215484245369056 0.0017430213381198162 0.0043899562413557431 0.0023883497680570074 0.00071306652527742328 0.0039637146204469925 0.0047358716049446855 0.0031191310679042862 0.0026729539143363593 -7.8709241830747601e-05 0.0019581483619015108 0.00052906892923332228 0.0043658083533063309
leaf_weight=54 53 101 84 164 94 73 80 57 200 52 162 96 53 76 100 189 68 422 71 63
leaf_count=54 53 101 84 164 94 73 80 57 200 52 162 96 53 76 100 189 68 422 71 63
internal_value=0 0.00131298 0.00114101 0.00147104 0.00177822 0.00138618 0.00176518 0.00089903 0.00244819 0.0022817 0.00237111 0.00229022 0.00241583 0.00279025 0.00208888 0.00248501 0.00192017 0.00167513 0.00182253 0.00309686
internal_weight=0 906 853 752 668 574 501 221 280 1406 1352 1300 1204 561 643 485 590 490 233 252
internal_count=2312 906 853 752 668 574 501 221 280 1406 1352 1300 1204 561 643 485 590 490 233 252
is_linear=0
shrinkage=0.0162644


Tree=2374
num_leaves=26
num_cat=0
split_feature=1 4 12 12 12 47 4 1 4 1 0 0 1 1 4 12 42 16 0 42 481 4 0 13 43
split_gain=269.482 37.2692 36.4629 25.4933 13.2507 9.24802 8.62725 7.11476 7.05315 6.77839 5.22515 4.44136 2.79665 2.54949 2.51482 2.22959 2.10798 2.07115 1.90259 1.89341 1.55779 1.22895 1.70291 0.779227 0.367063
threshold=0.10538500000000002 0.27044500000000005 0.077755000000000005 0.087545000000000026 0.093270000000000006 0.077555000000000013 -0.057539999999999994 0.11744000000000002 0.053255000000000004 0.12007000000000002 -0.068669999999999995 -0.047049999999999995 0.089875000000000024 0.093575000000000019 0.052250000000000012 -0.010219999999999998 0.088950000000000015 -0.41863499999999992 -0.097414999999999988 0.087755000000000014 -0.022094999999999997 -0.00059999999999999995 -0.079119999999999982 -0.083814999999999987 -0.065804999999999989
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=2 3 5 10 12 6 -1 -5 11 -3 -2 21 14 15 18 -8 -14 -11 -4 20 -20 22 -6 -21 -24
right_child=1 9 4 7 8 -7 13 -9 -10 17 -12 -13 16 -15 -16 -17 -18 -19 19 23 -22 -23 24 -25 -26
leaf_value=0.0095919469991048514 0.0081097955424252865 0.0075382776114675323 0.010840699995610778 0.01007590991695783 0.010415788198731506 0.010106069813062779 0.0091467245182535149 0.0087125857894532997 0.0090135697035955455 0.0063171575936353573 0.0071094586206934063 0.0092768527331895372 0.0094877227039200079 0.0080446905833052931 0.0098791066012890241 0.0083684721947792327 0.010228595076692255 0.0069844389572526243 0.010781522546614113 0.010360529179259018 0.010367828407502912 0.0096362699837114069 0.010121624434045691 0.010001360328884636 0.0098586537451953761
leaf_weight=80 98 85 61 55 85 53 54 54 77 84 60 69 52 54 80 53 61 56 78 71 505 52 72 139 124
leaf_count=80 98 85 61 55 85 53 54 54 77 84 60 69 52 54 80 53 61 56 78 71 505 52 72 139 124
internal_value=0 0.00774121 0.00995526 0.00841224 0.0101203 0.00909849 0.00887679 0.00940076 0.00975354 0.0069448 0.0077301 0.00989521 0.0102881 0.00852126 0.0103365 0.0087615 0.00988791 0.00658427 0.0103793 0.0103437 0.0104232 0.0100233 0.0100948 0.0101229 0.0099554
internal_weight=0 492 1820 267 1526 294 241 109 479 225 158 402 1047 161 934 107 113 140 854 793 583 333 281 210 196
internal_count=2312 492 1820 267 1526 294 241 109 479 225 158 402 1047 161 934 107 113 140 854 793 583 333 281 210 196
is_linear=0
shrinkage=0.00265391


Tree=2375
num_leaves=16
num_cat=0
split_feature=4 3 3 3 0 51 13 4 3 3 3 1 1 4 1
split_gain=3.95302 2.10249 1.24477 1.2087 1.13199 1.24646 2.63374 1.11847 1.10077 1.08234 0.99248 1.07641 0.945355 0.870945 0.795197
threshold=0.27161500000000005 -0.010299999999999998 0.25468500000000005 -0.14265999999999998 -0.14989499999999997 0.093135000000000009 0.0019650000000000002 -0.036279999999999993 0.084735000000000019 -0.0047649999999999993 -0.023394999999999996 0.11091000000000002 0.10282000000000001 0.51743500000000009 0.085605000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 8 9 7 -7 -1 10 11 12 -6 -3 -11
right_child=1 13 -4 -5 5 6 -8 -9 -10 14 -12 -13 -14 -15 -16
leaf_value=0.006163134200622521 0.00045288324099279116 -0.0015181768289962299 0.00040141381061978271 0.0037162089915261038 0.0028726720286358538 0.0044671020236318037 -0.0015414827863708506 0.0014805287911295556 0.0029907374621053352 0.0028455410465033659 0.0011841598599589458 0.0049611493005186046 0.00076513123420004505 0.0010733617225112953 0.0055185629984349036
leaf_weight=52 54 97 57 68 1344 56 54 82 66 52 98 63 59 53 69
leaf_count=52 54 97 57 68 1344 56 54 82 66 52 98 63 59 53 69
internal_value=0 0.00068734 0.00277485 0.00227321 0.00284258 0.00274519 0.00150167 0.00269373 0.00439021 0.00288678 0.00277183 0.00287784 0.00278417 -0.000601342 0.00437126
internal_weight=0 272 2052 122 1995 1877 192 138 118 1685 1564 1466 1403 150 121
internal_count=2324 272 2052 122 1995 1877 192 138 118 1685 1564 1466 1403 150 121
is_linear=0
shrinkage=0.0162644


Tree=2376
num_leaves=17
num_cat=0
split_feature=4 11 39 16 1 16 160 4 43 1 51 16 1 0 4 42
split_gain=2.73407 2.91897 1.46523 1.29551 1.47861 1.26317 1.24851 1.0248 2.05357 0.970055 0.938846 1.13991 0.901818 0.897314 0.508495 0.543041
threshold=0.27161500000000005 0.08976000000000002 0.090455000000000021 -0.15796999999999997 0.10322500000000003 -0.34140499999999996 -0.52336499999999997 -0.14538499999999996 -0.07088499999999999 0.098950000000000024 0.0089800000000000019 -0.052894999999999991 0.12180500000000001 -0.10264999999999998 0.24099500000000004 0.083835000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 14 6 12 -5 -6 -9 10 13 -12 -2 -8 15 -1
right_child=2 -3 -4 4 7 -7 9 8 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0022167655857230155 0.0012171638311938818 0.0043143923709391555 0.0018029436506580298 0.00013460278971546481 0.0018679380207475998 -0.0015901003489581914 0.0030652394473554101 0.0013906412421893484 -0.0010718337842379156 0.0032530934178917779 0.0014567867866593933 -0.00045494540937503588 -0.00067599394639009504 0.0016811870798724624 0.0016441879306075588 0.0038803018778170851
leaf_weight=54 86 54 74 73 69 56 67 95 88 52 146 59 56 1189 53 53
leaf_count=54 86 54 74 73 69 56 67 95 88 52 146 59 56 1189 53 53
internal_value=0 0.00164829 0.000408341 0.00157617 0.00148874 -0.000112248 0.00162012 0.000661418 0.000205823 0.00169171 0.00163605 0.000905976 0.000469693 0.00175512 0.0025797 0.00304192
internal_weight=0 2052 272 1998 1838 198 1586 252 183 1513 1461 205 142 1256 160 107
internal_count=2324 2052 272 1998 1838 198 1586 252 183 1513 1461 205 142 1256 160 107
is_linear=0
shrinkage=0.0116154


Tree=2377
num_leaves=28
num_cat=0
split_feature=1 52 2 12 14 1 2 52 1 2 12 48 12 2 4 12 42 12 52 12 12 0 50 2 4 2 13
split_gain=99.399 27.7344 14.3197 7.57338 6.89914 6.82063 6.51768 2.98245 5.0984 2.58309 2.4384 2.3512 3.47568 2.31773 1.74455 1.61954 1.35351 1.20106 1.18366 0.914854 0.871255 0.904642 0.867704 0.820854 0.773627 0.655046 0.6352
threshold=0.10335000000000001 -0.40011499999999994 0.14721500000000001 0.088105000000000003 0.062655000000000016 0.11744000000000002 0.092235000000000025 -0.092059999999999989 0.086255000000000012 0.064660000000000009 0.08536500000000001 0.083570000000000019 0.083570000000000019 -1.0000000180025095e-35 -0.00013999999999999996 0.11553000000000001 0.083985000000000018 0.092900000000000024 0.23893500000000004 0.085135000000000002 0.089300000000000004 -0.082284999999999983 0.089915000000000009 0.084495000000000015 -0.074219999999999994 0.11693000000000002 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 6 -5 9 17 15 10 -1 12 -11 -3 -15 18 26 -8 24 -13 -12 -22 -23 -18 -9 -16 -14
right_child=1 2 -4 5 -6 -7 7 8 -10 11 20 19 16 14 25 -17 23 -19 -20 -21 21 22 -24 -25 -26 -27 -28
leaf_value=0.0023504737504618936 0.0032517018373607385 0.0010190548800080527 0.00043810909736927448 0.002920898425875511 0.00391004632296881 0.0015419845532040656 0.0032652794001484919 0.0029827939995040651 0.0018069614907951393 0.0037919439542466659 0.0032317209816216156 0.0030291950170010812 0.0035792745442421018 0.0019837191264863527 0.0016462108207012164 0.0022693944853808806 0.0027225340421446935 0.0027904260006022959 0.0030929009937025725 0.0025369221914932388 0.0026157640298292402 0.0032837398316571003 0.0028193418612307338 0.0031059934841569312 0.0025951645183784986 0.0012610383409403024 0.003242661540571924
leaf_weight=55 73 81 91 58 62 52 87 54 54 77 82 68 55 57 56 52 52 79 79 52 64 56 72 277 159 88 232
leaf_count=55 73 81 91 58 62 52 87 54 54 77 82 68 55 57 56 52 52 79 79 52 64 56 72 277 159 88 232
internal_value=0 0.00166514 0.00142529 0.00165438 0.00300378 0.00226932 0.00297082 0.00272753 0.00259735 0.00309095 0.00288354 0.00317485 0.00323692 0.00141441 0.00157358 0.00272133 0.0031675 0.00303947 0.00280171 0.00281612 0.00299044 0.00288724 0.00302275 0.00304548 0.00269358 0.00141103 0.00330727
internal_weight=0 556 483 392 1768 110 1706 564 398 1142 329 813 693 282 201 344 616 166 292 120 274 192 128 329 213 144 287
internal_count=2324 556 483 392 1768 110 1706 564 398 1142 329 813 693 282 201 344 616 166 292 120 274 192 128 329 213 144 287
is_linear=0
shrinkage=0.00276112


Tree=2378
num_leaves=13
num_cat=0
split_feature=4 11 14 16 2 1374 15 0 49 13 40 16
split_gain=2.23576 2.05434 1.56103 2.99094 1.53456 1.11041 0.930531 0.725023 1.00978 2.05654 1.17549 0.905532
threshold=0.27161500000000005 0.08976000000000002 -0.45687499999999998 -0.42004999999999992 0.14271500000000001 0.086000000000000007 -0.42759999999999992 -0.16802499999999995 -0.081589999999999982 -0.076734999999999984 -0.078349999999999989 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 5 7 -4 -1 9 -9 -10 -12
right_child=2 -3 3 -5 -6 -7 -8 8 10 -11 11 -13
leaf_value=0.003911817633982754 0.0032816612868045028 0.00561408510665463 0.00259624967692675 -0.0033801435949081561 -0.00023673483761464499 0.0047139910781878692 -3.2155315822869091e-05 0.0030845274919396952 0.0046604455369871527 -0.001396155408470628 0.0026286845442661218 0.0018058663339245412
leaf_weight=73 53 54 75 58 74 55 86 56 59 67 728 886
leaf_count=73 53 54 75 58 74 55 86 56 59 67 728 886
internal_value=0 0.00228998 0.000623709 -1.86985e-05 0.00220005 0.00229387 0.00119111 0.00222255 0.00215379 0.000642332 0.0022648 0.00217712
internal_weight=0 2052 272 219 1998 1924 161 1869 1796 123 1673 1614
internal_count=2324 2052 272 219 1998 1924 161 1869 1796 123 1673 1614
is_linear=0
shrinkage=0.0172599


Tree=2379
num_leaves=24
num_cat=0
split_feature=1 1 2 2 52 1 2 14 2 2 2 0 1 52 52 52 15 150 1212 52 52 15 15
split_gain=103.113 14.9836 10.0807 7.68339 7.1289 7.82983 6.74594 4.99371 4.71211 6.03598 3.65336 2.4856 1.72531 1.4361 2.41996 1.31792 2.30913 1.07981 1.05011 0.740936 0.668173 0.358205 0.280262
threshold=0.10915500000000002 0.12337000000000002 0.10272000000000002 0.10912000000000001 -0.41304999999999997 0.084795000000000023 -0.0091949999999999983 0.062655000000000016 0.14271500000000001 -1.0000000180025095e-35 0.091250000000000012 -0.054419999999999989 0.097555000000000017 -0.092059999999999989 0.033770000000000008 0.11667000000000001 -0.03886499999999999 0.102565 0.091580000000000009 -1.0000000180025095e-35 0.074235000000000009 -0.0059299999999999986 -0.023464999999999996
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 3 6 -2 12 11 -1 10 9 -3 15 20 -4 -12 22 17 -17 18 -8 -5 -6 -16 -15
right_child=1 8 4 19 5 -7 7 -9 -10 -11 13 -13 -14 14 21 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0026936920620499465 0.0031847778676100617 0.0010252984509446857 0.0034119557546584182 0.0022697684866708457 0.0032626142411335901 0.0021029765297167604 0.0038822173777027344 0.0045966786364928826 0.00091977634230855647 0.0023407446770218241 0.003783933540151893 0.0026817657262066773 0.0041668927685608306 0.0028021778795384923 0.0037567089157033088 0.0039187158372897043 0.0030703244874042811 0.0034275578215007701 0.0035473281152844363 0.0017810249607301395 0.003723071708769041 0.0034448261583436531 0.0031239867024085593
leaf_weight=58 93 53 57 56 65 82 810 58 94 76 78 52 53 52 55 56 60 60 96 57 53 98 52
leaf_count=58 93 53 57 56 65 82 810 58 94 76 78 52 53 52 55 56 60 60 96 57 53 98 52
internal_value=0 0.00196659 0.00358944 0.00254793 0.00314026 0.00286264 0.00369548 0.00373485 0.00142942 0.00180054 0.00369955 0.00322887 0.00377599 0.00342581 0.003317 0.00378428 0.00348017 0.00382076 0.00384677 0.00202352 0.0034697 0.00355715 0.00296339
internal_weight=0 429 1895 206 362 252 1533 1475 223 129 1417 170 110 335 257 1082 116 966 906 113 118 153 104
internal_count=2324 429 1895 206 362 252 1533 1475 223 129 1417 170 110 335 257 1082 116 966 906 113 118 153 104
is_linear=0
shrinkage=0.00298873


Tree=2380
num_leaves=17
num_cat=0
split_feature=4 12 4 0 3 43 12 15 0 3 160 0 1375 4 3 3
split_gain=46.8376 18.3201 7.17739 10.7386 6.62327 7.22041 4.14376 4.05649 2.13556 2.09982 1.87291 1.89217 1.53757 1.40348 1.15723 1.07775
threshold=0.30163500000000004 0.077755000000000005 -0.15618499999999999 -0.061654999999999995 0.11372500000000001 -0.049364999999999992 0.12701500000000002 -0.4680149999999999 -0.14582499999999995 -0.082634999999999986 -0.52481499999999992 -0.10075499999999998 -0.029589999999999995 -0.49269499999999994 0.085315000000000016 0.11372500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 -2 -3 -9 -10 -12 -13 -14 -7 -11
right_child=7 6 3 -5 -6 14 -8 9 10 15 11 12 13 -15 -16 -17
leaf_value=0.0024623110613796744 0.0015126398833403107 0.0030712668027465979 0.0013654637495909615 0.00042704312319729346 0.00087846880527854901 0.002702617031725198 0.0016915503694165859 0.001197027618439537 0.0020289219570309705 0.00019955843807012506 0.0020851017459815879 0.0030134195832922884 0.0029673500931929192 0.0024820691623189508 0.0021447484749916607 0.00077468837982259866
leaf_weight=102 90 53 83 58 52 77 58 58 79 52 92 53 54 1291 56 61
leaf_count=102 90 53 83 58 52 77 58 58 79 52 92 53 54 1291 56 61
internal_value=0 0.00232487 0.00178342 0.0015709 0.00181834 0.00204446 0.00246279 0.00100878 0.00249035 0.000743411 0.00247071 0.00249411 0.002521 0.00250158 0.00246796 0.000510304
internal_weight=0 2108 428 326 268 216 1680 261 1622 171 1569 1490 1398 1345 133 113
internal_count=2369 2108 428 326 268 216 1680 261 1622 171 1569 1490 1398 1345 133 113
is_linear=0
shrinkage=0.00293013


Tree=2381
num_leaves=19
num_cat=0
split_feature=13 3 133 3 3 11 1 4 0 15 13 1 457 51 0 15 0 0
split_gain=1.84194 2.21139 2.06043 1.59231 1.21826 1.94266 2.54041 1.01712 1.53443 0.993823 0.970315 1.81749 1.03917 1.13423 0.745854 0.992109 0.856679 0.600245
threshold=0.039845000000000012 -0.14906999999999998 -0.0081099999999999974 -0.098469999999999988 -0.062534999999999993 0.082485000000000017 0.081755000000000008 0.032965000000000001 -0.066849999999999979 -0.043644999999999996 -0.14819499999999997 0.11039500000000001 0.083995000000000014 -0.085574999999999984 -0.11169999999999998 -0.10165999999999999 -0.14822499999999997 -0.080689999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 6 17 10 9 14 -5 12 13 -12 16 -16 -9 -4
right_child=2 3 4 7 -6 -7 -8 8 -10 -11 11 -13 -14 -15 15 -17 -18 -19
leaf_value=0.0053865845107987963 -0.0016375823382251756 -0.00040808576704901033 0.0029566008941858406 0.00054896057143495689 -0.00060419254027674568 -0.00018021956745638669 0.0061418043234893966 0.0012809199011049989 0.0035009449555047549 -0.00081909998612181257 0.0041075966426838148 0.0055920552829845172 0.00081621707226486515 0.0024961757029924965 -0.00090233974573883196 0.0018313893176141228 0.0040113789876211363 0.00040539482927498983
leaf_weight=68 66 61 53 64 54 68 56 75 102 61 142 59 92 1076 62 98 59 53
leaf_count=68 66 61 53 64 54 68 56 75 102 61 142 59 92 1076 62 98 59 53
internal_value=0 0.00238494 0.00105424 0.00228023 0.00168044 0.00221762 0.00322524 0.00236709 0.00167086 0.00114452 0.002589 0.00268424 0.00255314 0.00268419 0.00155256 0.00077094 0.00248449 0.0016827
internal_weight=0 2019 350 1951 284 230 162 1890 457 355 1433 1369 1310 1218 294 160 134 106
internal_count=2369 2019 350 1951 284 230 162 1890 457 355 1433 1369 1310 1218 294 160 134 106
is_linear=0
shrinkage=0.0169215


Tree=2382
num_leaves=24
num_cat=0
split_feature=1 12 1 3 12 3 16 42 151 1 4 11 15 151 16 16 42 3 16 4 51 15 42
split_gain=97.0478 31.8496 10.582 9.50698 5.13375 4.47364 4.36969 4.07868 3.84979 3.35225 2.65508 3.3873 4.44116 2.05389 1.9755 1.75552 1.53336 1.32502 0.863303 0.967477 0.736123 0.638935 0.611812
threshold=0.118385 0.077755000000000005 0.092415000000000011 -0.055389999999999988 -1.0000000180025095e-35 0.31400500000000003 -0.066704999999999987 0.092160000000000006 -0.00016499999999999997 1.0000000180025095e-35 0.053255000000000004 1.0000000180025095e-35 0.029300000000000003 -0.08212499999999999 -0.12029499999999999 0.0086100000000000013 0.11623000000000001 -0.093224999999999988 0.081265000000000018 -0.037969999999999997 -0.085574999999999984 0.084315000000000015 0.087865000000000013
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=1 2 6 -2 13 7 -1 -5 -6 -8 11 15 -13 -4 22 16 17 21 -17 -20 -19 -3 -12
right_child=3 10 4 5 8 -7 9 -9 -10 -11 14 12 -14 -15 -16 18 -18 20 19 -21 -22 -23 -24
leaf_value=0.0033772609533320201 0.002032688668197581 0.0026494602767115519 0.0018181806960041107 0.0015753075828837204 0.0016945203595785045 0.00036170599388970955 0.0019401034917292713 0.00060503779690634072 0.0026010273672639464 0.0028557785288994054 0.0031779247409623335 0.0030832634718105391 0.0041263635509444776 0.0010729188938300963 0.0024567685273723825 0.002599597858722465 0.002758328224329329 0.0034910864835313847 0.0031722456137919229 0.0027723871877754717 0.0031624311608884504 0.0030772237164697343 0.0027790999849616775
leaf_weight=56 75 54 54 82 59 72 52 52 83 68 67 68 54 55 83 67 81 55 87 95 846 52 52
leaf_count=56 75 54 54 82 59 72 52 52 83 68 67 68 54 55 83 67 81 55 87 95 846 52 52
internal_value=0 0.00290187 0.00224223 0.00120718 0.00188502 0.000906494 0.00275149 0.001199 0.00222458 0.00245923 0.00307143 0.00311187 0.0035452 0.0014424 0.00277923 0.00307231 0.00311953 0.00314856 0.00286584 0.00296369 0.00318253 0.00285958 0.00300389
internal_weight=0 2088 427 281 251 206 176 134 142 120 1661 1459 122 109 202 1337 1088 1007 249 182 901 106 119
internal_count=2369 2088 427 281 251 206 176 134 142 120 1661 1459 122 109 202 1337 1088 1007 249 182 901 106 119
is_linear=0
shrinkage=0.00270699


Tree=2383
num_leaves=13
num_cat=0
split_feature=40 43 11 3 1 16 16 1453 52 52 52 49
split_gain=1.33086 1.26788 1.18251 2.08615 1.1761 1.13995 1.93641 0.976571 1.08355 0.957177 1.00303 0.607952
threshold=-0.0095299999999999985 -0.46848499999999998 1.0000000180025095e-35 -0.11197999999999998 0.099195000000000019 -0.016079999999999994 -0.48186499999999993 -0.077764999999999987 0.51524500000000006 -0.5335399999999999 -0.18817999999999999 -0.064484999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 6 -1 -5 9 -9 -11 -7
right_child=1 2 4 7 -6 11 -8 8 -10 10 -12 -13
leaf_value=0.002386789746625536 -0.00027024247170953468 -0.00038175901092934181 0.0049914345713623362 0.0040816775896387386 0.0021981502491603589 0.00088894321449008173 -0.0013805665829379808 0.0038085368355628285 -6.6849575511594079e-05 0.00073714977280694256 0.0021800751914676916 0.003310192416541628
leaf_weight=54 57 87 71 64 84 52 97 84 58 134 1473 54
leaf_count=54 57 87 71 64 84 52 97 84 58 134 1473 54
internal_value=0 0.00207294 0.00213802 0.00202855 0.00347875 0.000856488 -3.21727e-05 0.00214431 0.00207332 0.00214683 0.00205986 0.00212402
internal_weight=0 2112 2055 1900 155 257 151 1813 1749 1691 1607 106
internal_count=2369 2112 2055 1900 155 257 151 1813 1749 1691 1607 106
is_linear=0
shrinkage=0.0159455


Tree=2384
num_leaves=14
num_cat=0
split_feature=13 2 12 3 3 3 42 42 42 14 1 16 12
split_gain=0.979206 1.45069 1.73159 1.35465 1.48497 0.976213 1.1372 0.945899 1.05284 1.27214 1.34853 0.957955 0.944671
threshold=0.039845000000000012 0.10083000000000002 0.086565000000000017 -0.14070999999999997 -0.096749999999999989 -0.13795999999999997 -0.081159999999999996 0.11623000000000001 0.10504500000000001 -0.23083499999999998 0.13584500000000002 -0.071044999999999983 0.10653000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 -1 -5 -2 -7 8 9 -6 12 -9 -11
right_child=1 2 -4 4 7 6 -8 11 -10 10 -12 -13 -14
leaf_value=0.0036521939392151846 -0.00017934014453841051 -0.0027132317234042167 0.00091259416721441915 -0.00080766083387315485 0.0040671821060057648 0.00096650816261066781 0.0037287576844007562 0.0018201609620569787 0.0036776094519002712 0.0016885183302425388 -0.00042472961158976298 -0.0012115015432493097 0.0038573045245323639
leaf_weight=91 52 52 94 60 58 76 76 52 75 1501 75 54 53
leaf_count=91 52 52 94 60 58 76 76 52 75 1501 75 54 53
internal_value=0 0.000834887 -0.00037763 0.00174949 0.0016596 0.0017035 0.00234875 0.00173894 0.00182696 0.00174459 0.00166179 0.000274123 0.0017626
internal_weight=0 350 146 2019 1928 204 152 1868 1762 1687 1629 106 1554
internal_count=2369 350 146 2019 1928 204 152 1868 1762 1687 1629 106 1554
is_linear=0
shrinkage=0.0159455


Tree=2385
num_leaves=27
num_cat=0
split_feature=3 3 43 2 2 3 16 52 52 0 13 51 2 0 3 2 42 133 42 484 3 43 133 52 2 16
split_gain=56.6983 25.9478 14.9355 8.48494 6.63534 4.54806 3.76161 3.21287 3.43718 2.87921 2.86747 2.85874 2.72444 2.66542 1.63787 2.3452 2.14046 2.90448 2.31224 2.13522 1.31744 1.25967 1.47137 0.956309 0.833654 0.819618
threshold=-0.06340999999999998 0.20828500000000003 -0.049364999999999992 0.11197500000000002 0.11556500000000001 -0.10175499999999998 0.0031900000000000006 0.048285000000000008 -0.082554999999999976 -0.11796999999999999 -0.009329999999999998 0.081440000000000026 0.14234000000000005 -0.07854499999999999 -0.23303499999999996 0.091955000000000023 0.079170000000000004 0.092845000000000011 -0.079234999999999986 1.0000000180025095e-35 -0.087319999999999995 -0.085224999999999981 0.076280000000000014 -0.010739999999999998 0.087830000000000005 -0.073494999999999991
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=4 2 6 7 11 -6 10 8 -4 -10 -2 14 -3 24 -1 19 18 -18 -17 21 -21 23 -23 -16 -13 -5
right_child=1 12 3 25 5 -7 -8 -9 9 -11 -12 13 -14 -15 15 16 17 -19 -20 20 -22 22 -24 -25 -26 -27
leaf_value=0.0033269554160441145 0.0016059279477772985 0.00099229169262168306 0.0030507547941046481 0.0020264165747940861 0.0015722450753488056 0.0026895469241103287 0.0020522543915287819 0.0033203045056816589 0.001761284666650952 0.0026843160618067199 0.00085343113565108659 0.0029731524072412994 0.00010736515637868133 0.0019535233784642131 0.0033560705616492172 0.0027502606040858638 0.0031774832895767441 0.002439149437572014 0.0019708985041448292 0.0022662053129433929 0.0028047887436719876 0.0029863268349707866 0.0026857699447564846 0.0029728980419504092 0.0025049723956224127 0.001531341635347276
leaf_weight=61 95 59 68 56 58 58 74 58 52 56 70 56 52 52 103 58 91 80 64 57 102 506 177 109 69 52
leaf_count=61 95 59 68 56 58 58 74 58 52 56 70 56 52 52 103 58 91 80 64 57 102 506 177 109 69 52
internal_value=0 0.00182608 0.00206447 0.0024421 0.00278241 0.00213116 0.00152398 0.00274371 0.00255352 0.00224017 0.00128687 0.00283006 0.000578002 0.00249143 0.0028726 0.00285201 0.00262807 0.00283224 0.00234166 0.00291423 0.0026119 0.0029679 0.00290848 0.0031592 0.00271496 0.00178833
internal_weight=0 692 581 342 1701 116 239 234 176 108 165 1585 111 177 1408 1347 293 171 122 1054 159 895 683 212 125 108
internal_count=2393 692 581 342 1701 116 239 234 176 108 165 1585 111 177 1408 1347 293 171 122 1054 159 895 683 212 125 108
is_linear=0
shrinkage=0.00281635


Tree=2386
num_leaves=13
num_cat=0
split_feature=12 13 124 13 1443 4 155 0 4 147 1456 3
split_gain=2.02761 2.49714 2.6435 2.0916 1.39004 1.61672 2.31565 1.72309 1.98641 1.51986 1.1033 1.73506
threshold=-0.085719999999999977 -0.11122999999999998 -0.082654999999999992 -0.16392499999999996 0.083720000000000003 -0.37626499999999991 1.0000000180025095e-35 -0.026509999999999995 0.10597500000000001 0.089365000000000014 0.091295000000000001 -0.12077499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 9 -9 10 11 -7
right_child=3 2 -4 4 -6 7 -8 8 -10 -11 -12 -13
leaf_value=0.0026728088841183706 -0.00058077990168538024 0.00047665501060760641 -0.0035164580103866686 0.0046256274182722122 -0.0006972915393735448 0.0036047611380784043 0.00085944286972863956 -0.0021090108229091186 0.001794051124518034 -0.00076052470309637479 -0.00017605831355965162 0.0016504293987621677
leaf_weight=52 99 93 55 85 55 101 57 57 52 54 63 1570
leaf_count=52 99 93 55 85 55 101 57 57 52 54 63 1570
internal_value=0 -4.89093e-05 -0.00100623 0.00146937 0.00156637 0.00162751 0.00311493 0.00151609 -0.000245585 0.00162357 0.0016979 0.00176865
internal_weight=0 200 148 2193 2094 2039 142 1897 109 1788 1734 1671
internal_count=2393 200 148 2193 2094 2039 142 1897 109 1788 1734 1671
is_linear=0
shrinkage=0.0144423


Tree=2387
num_leaves=19
num_cat=0
split_feature=1 1 39 1 1 0 1 0 1 0 0 132 0 0 13 0 0 1
split_gain=111.964 13.1929 12.4184 5.92157 5.24012 5.10577 4.85574 2.6723 1.98294 4.3186 1.94801 1.53418 2.1136 2.37078 1.48844 1.48066 0.628187 0.961606
threshold=0.10915500000000002 0.14741000000000001 0.081875000000000017 0.12337000000000002 0.092655000000000015 -0.11242999999999999 0.10538500000000002 -0.082064999999999985 0.085810000000000011 -0.095419999999999991 -0.14989499999999997 0.10240500000000001 0.047740000000000012 -0.068214999999999984 0.0052200000000000015 -0.063109999999999986 -0.076539999999999983 0.09166500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 -4 -2 8 -5 10 -10 -1 12 13 -12 16 -7 17 -11
right_child=1 -3 4 7 -6 15 -8 -9 9 14 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0035909144150911218 0.0012175360132186783 -2.2100231817192743e-06 0.0026969483238565733 0.00066380318664106309 0.0014622018424654008 0.0025765894231311085 0.0021928481510908909 0.0014037788291675439 0.0023131256081708198 0.0030570496004339903 0.0030848416029381457 0.0025784105131131511 0.0036095053301630877 0.0026584682913741685 0.0026002628315402137 0.0019096375101416451 0.0028934709193380341 0.003527430059933057
leaf_weight=59 73 61 53 76 67 52 65 94 103 137 1026 59 59 127 67 65 97 53
leaf_count=59 73 61 53 76 67 52 65 94 103 137 1026 59 59 127 67 65 97 53
internal_value=0 0.00125737 0.00292208 0.00147089 0.00200781 0.00182659 0.00298131 0.00107315 0.00300997 0.00284252 0.00306748 0.00304316 0.00306576 0.0030379 0.00299646 0.00220633 0.00308885 0.00318843
internal_weight=0 421 1972 360 120 190 1852 170 1787 457 1330 1271 1212 1153 354 117 287 190
internal_count=2393 421 1972 360 120 190 1852 170 1787 457 1330 1271 1212 1153 354 117 287 190
is_linear=0
shrinkage=0.00293013


Tree=2388
num_leaves=21
num_cat=0
split_feature=1 3 12 2 2 2 2 2 2 49 1 3 52 159 4 12 3 0 16 16
split_gain=171.849 28.2636 18.0812 12.1403 10.5238 8.34077 6.67857 5.19072 4.42105 4.58999 4.36092 3.06385 2.83785 3.22172 2.37042 2.31386 1.65343 3.46652 2.01599 1.20082
threshold=0.10538500000000002 -0.06340999999999998 -0.029844999999999997 0.14721500000000001 0.090000000000000011 0.11556500000000001 -1.0000000180025095e-35 0.10925000000000001 0.11736500000000001 -0.014869999999999998 0.090475000000000014 0.088465000000000002 0.49868000000000007 0.082585000000000006 0.032965000000000001 0.083995000000000014 -0.011659999999999998 -0.097604999999999983 0.0060650000000000009 -0.011224999999999997
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 5 10 6 14 -2 -3 -8 9 -6 -1 -9 13 15 16 -11 17 -4 19 -19
right_child=1 3 4 -5 8 -7 7 11 -10 12 -12 -13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.002598513174332886 0.0028261283465440914 0.00050903912844764377 0.0041349593559731803 -3.1075462636541526e-05 0.0024098742763646484 0.0014963644028196182 0.0021986843860655903 0.00065736918635242176 0.0023708341522576002 0.0024264491907834379 0.0015040262042523862 0.0015022282048690612 0.0037375990807678909 0.0035847820026269047 0.0028965710624551662 0.0030534104957233243 0.0029562192796386377 0.0034169912133720217 0.0030478777767889188 0.0036890869115204991
leaf_weight=60 98 77 56 79 75 57 54 52 83 52 52 89 55 79 66 353 52 649 98 157
leaf_count=60 98 77 56 79 75 57 54 52 83 52 52 89 55 79 66 353 52 649 98 157
internal_value=0 0.00135518 0.00316734 0.000921397 0.00323527 0.00233731 0.00119814 0.0014701 0.00297053 0.00305155 0.00209062 0.00119086 0.00314079 0.00307291 0.00340641 0.00297298 0.00343963 0.00346578 0.0034243 0.00347003
internal_weight=0 506 1887 351 1775 155 272 195 697 614 112 141 539 484 1078 405 1012 960 904 806
internal_count=2393 506 1887 351 1775 155 272 195 697 614 112 141 539 484 1078 405 1012 960 904 806
is_linear=0
shrinkage=0.00276112


Tree=2389
num_leaves=20
num_cat=0
split_feature=3 2 4 4 52 42 4 3 124 3 4 457 0 133 43 13 4 0 42
split_gain=73.9973 28.112 17.7397 16.6696 10.0933 9.62447 7.07205 4.42346 4.37753 4.38039 3.43314 2.814 4.97045 2.495 2.41715 2.1042 1.93276 2.57501 0.478614
threshold=-0.06340999999999998 0.14271500000000001 -0.37626499999999991 0.30163500000000004 0.12431000000000002 -0.0043149999999999994 0.26450500000000005 0.17646500000000004 -0.0076699999999999989 0.091170000000000015 0.032965000000000001 0.083415000000000017 -0.098524999999999988 0.09389500000000002 -0.27945499999999995 -0.024504999999999996 -0.17689999999999997 -0.064804999999999988 0.080060000000000006
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 -2 10 5 -4 8 -3 -7 -10 11 12 -1 18 -14 -8 -16 -18 -12
right_child=1 7 4 -5 -6 6 15 -9 9 -11 13 -13 14 -15 16 -17 17 -19 -20
leaf_value=0.0040025331004738878 0.0035483806665872262 0.0012055346606826074 0.0027517198994914992 0.0017484243838788876 0.0030515862605301962 0.0013565182660883572 0.00073487444610725622 0.00010132998137792731 0.0026710964236188331 0.0016988616428562275 0.0027686419115769954 0.0026304179041839529 0.0025886017573798709 0.0022588157517715772 0.0036441393730339551 0.0015091435991451917 0.0032269313077598113 0.0027159022862689518 0.0031099278901518491
leaf_weight=66 75 69 84 73 71 68 63 53 85 70 55 68 53 52 83 54 1062 89 100
leaf_count=66 75 69 84 73 71 68 63 53 85 70 55 68 53 52 83 54 1062 89 100
internal_value=0 0.00197798 0.00224587 0.00309233 0.00204846 0.00188041 0.00166506 0.000726091 0.00196533 0.00223222 0.00315257 0.00320307 0.00323183 0.00280574 0.00319228 0.00109249 0.00321819 0.00318744 0.00298902
internal_weight=0 692 570 1701 495 424 340 122 223 155 1628 1421 1353 207 1287 117 1234 1151 155
internal_count=2393 692 570 1701 495 424 340 122 223 155 1628 1421 1353 207 1287 117 1234 1151 155
is_linear=0
shrinkage=0.00287267


Tree=2390
num_leaves=24
num_cat=0
split_feature=1 1 16 124 49 0 1 0 43 150 1 0 0 133 1213 1210 160 156 474 0 133 43 43
split_gain=116.699 20.5488 17.2265 17.0242 3.2623 8.5142 3.14625 3.13569 4.66327 3.04974 2.62931 2.58097 1.70745 1.28632 1.0778 1.06203 1.03227 0.853736 1.46247 1.3358 0.417385 0.307672 0.100406
threshold=0.10574000000000001 0.12419000000000001 0.12292000000000002 -0.043384999999999993 -0.020999999999999994 -0.097829999999999986 0.14262000000000002 -0.060199999999999997 -0.078409999999999994 0.087000000000000008 1.0000000180025095e-35 -0.13972999999999997 -0.074274999999999994 0.097125000000000003 0.060985000000000004 -0.011179999999999997 -0.0094199999999999978 0.083125000000000018 0.083855000000000013 -0.14151499999999997 0.12330000000000001 -0.0058249999999999994 -0.038674999999999994
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 9 -1 5 -5 12 13 -9 11 -10 -2 -3 14 17 -15 -7 19 -19 -6 -17 -16 -22
right_child=1 6 -4 4 7 16 -8 8 10 -11 -12 -13 -14 15 21 20 -18 18 -20 -21 22 -23 -24
leaf_value=0.0010849950508673438 0.00061829380410449762 0.00015778615915392104 0.0024363798279542345 0.0013024930039000583 0.0026687330266725088 0.0026812759546292354 -0.0002004868179497384 0.001313983704868589 0.0018717534727090783 0.00038034726619125693 0.0025497170325807241 0.0013273036411154402 0.00074441261611942042 0.002488840478371143 0.0024708329785973321 0.0019272012372196269 0.0021603534312310459 0.0028142478301685149 0.0022356769308737299 0.0022865150977966356 0.0021022196645927626 0.0027399918203194584 0.0022511019510864949
leaf_weight=89 53 71 64 83 68 52 86 52 77 57 79 102 64 58 62 74 53 66 55 818 77 61 68
leaf_count=89 53 71 64 83 68 52 86 52 77 57 79 102 64 58 62 74 53 66 55 818 77 61 68
internal_value=0 0.000779632 0.00125307 0.00219646 0.00225131 0.001926 0.000188251 0.00228917 0.00199007 0.000895707 0.00221526 0.00108505 0.000436096 0.00233336 0.00237258 0.00217327 0.0024186 0.00234422 0.00255149 0.00231588 0.00208956 0.00260454 0.00217223
internal_weight=0 497 276 1892 1803 188 221 1615 208 212 156 155 135 1407 1130 277 105 1007 121 886 219 123 145
internal_count=2389 497 276 1892 1803 188 221 1615 208 212 156 155 135 1407 1130 277 105 1007 121 886 219 123 145
is_linear=0
shrinkage=0.00260187


Tree=2391
num_leaves=16
num_cat=0
split_feature=3 52 51 13 0 3 123 12 49 0 11 52 0 12 49
split_gain=1.47121 1.78334 1.80826 1.60045 1.28955 1.8624 1.47005 1.11318 1.08103 1.03607 0.891567 1.0494 0.638043 0.608547 0.559842
threshold=0.11745500000000002 0.49868000000000007 -0.23953499999999997 -0.41572999999999993 -0.14032999999999998 -0.020854999999999995 0.092645000000000019 0.099815000000000015 0.089570000000000011 -0.041074999999999993 0.079915000000000014 0.28251000000000009 -0.084144999999999984 0.094305000000000014 -0.020999999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -2 5 -4 7 10 -1 12 11 -6 -9 -3 -7
right_child=3 13 4 -5 6 14 -8 9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0049291657291666829 0.0019300442560926184 0.0044596638409291293 -0.00078260524058155665 -0.00071684218172218405 0.0020565193600161832 0.00084079857771044689 -0.00043760886087613842 0.00029498471393348306 0.0022650973009292388 -0.00071076538396037297 0.0037863542466752042 6.2526835052734416e-05 0.0020748910833170804 0.0025443443521743193 0.0027200644768482153
leaf_weight=54 87 64 93 89 1356 59 53 57 65 52 55 53 123 65 64
leaf_count=54 87 64 93 89 1356 59 53 57 65 52 55 53 123 65 64
internal_value=0 0.00191063 0.00181244 0.00059072 0.00171167 0.000698653 0.00183669 0.00190785 0.00347525 0.00101322 0.00204952 0.00198162 0.00151208 0.00349573 0.00181983
internal_weight=0 2213 2084 176 1965 216 1749 1696 119 232 1464 1409 180 129 123
internal_count=2389 2213 2084 176 1965 216 1749 1696 119 232 1464 1409 180 129 123
is_linear=0
shrinkage=0.0138815


Tree=2392
num_leaves=14
num_cat=0
split_feature=1 132 0 49 151 0 160 42 3 10 0 16 48
split_gain=2.72018 1.25807 1.77764 1.45976 1.62102 1.71868 1.40102 1.45927 1.20733 0.781724 0.949204 0.59256 0.236117
threshold=0.12072500000000001 0.086775000000000005 0.13134000000000004 -0.15378499999999998 0.079100000000000018 -0.23046999999999998 -0.53327999999999987 -0.16186499999999995 -0.095469999999999985 -0.0069899999999999988 -0.074274999999999994 -0.070064999999999975 0.081735000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 -3 -2 -11 -12 -10
right_child=9 8 -4 4 -6 6 7 -9 12 10 11 -13 -14
leaf_value=0.0049154014081877594 -0.0016780277109090006 -0.0015106593290272147 0.0053229854434067849 0.0047939892597613663 -0.00096792820136326727 -0.00069403527255312348 0.0048702875805772547 0.0020088820389865688 0.00095936414245737292 -0.00071684035494708415 0.00041963348572001687 0.0029703881728992691 0.0024155636296794049
leaf_weight=54 54 52 53 69 52 55 55 1616 79 83 53 56 58
leaf_count=54 54 52 53 69 52 55 55 1616 79 83 53 56 58
internal_value=0 0.00207277 0.00220288 0.00211579 0.00203384 0.0021209 0.00201393 0.00210317 0.000726657 0.000155637 0.000672315 0.0017318 0.0015772
internal_weight=0 2143 1954 1901 1847 1795 1726 1671 189 246 192 109 137
internal_count=2389 2143 1954 1901 1847 1795 1726 1671 189 246 192 109 137
is_linear=0
shrinkage=0.0172599


Tree=2393
num_leaves=17
num_cat=0
split_feature=1 1 2 0 123 3 15 15 14 0 3 49 0 155 49 399
split_gain=51.3474 10.7876 7.02937 5.79986 4.35054 3.20096 2.51498 1.9523 1.91997 2.79653 2.3167 1.35949 1.20753 2.25537 0.853926 0.805849
threshold=0.11695500000000002 0.096300000000000011 0.14721500000000001 -0.13010499999999997 0.081990000000000021 0.0025650000000000004 -0.084629999999999997 -0.45726999999999995 0.062655000000000016 -0.13892999999999997 -0.12595999999999999 0.12001000000000002 -0.076639999999999986 0.10158500000000002 0.10717500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 5 12 -3 7 -2 9 -1 -11 14 -5 -14 15 -12
right_child=2 3 -4 4 -6 -7 -8 -9 -10 10 11 -13 13 -15 -16 -17
leaf_value=0.0017300811240362965 0.0013006563073003879 0.00070097972402204437 0.00020731633202787059 0.0024507156258283726 0.0012143365655220898 0.0016209683245651276 0.0015494542543306828 0.00059735222317447326 0.0027070881657779815 0.0017614632262757646 0.0022468458948407405 0.0018758802491558744 0.0016983084397137783 0.0024293474994007791 0.0026275198030611905 0.0024858340442246046
leaf_weight=91 57 56 87 64 52 65 81 70 65 77 1231 69 87 55 56 126
leaf_count=91 57 56 87 64 52 65 81 70 65 77 1231 69 87 55 56 126
internal_value=0 0.00213516 0.000879948 0.00170482 0.0019436 0.00119544 0.00116114 0.000913245 0.00223025 0.00221144 0.00223952 0.00226434 0.00212754 0.00198167 0.00228329 0.00226906
internal_weight=0 2094 295 379 258 121 208 127 1715 1650 1559 1482 206 142 1413 1357
internal_count=2389 2094 295 379 258 121 208 127 1715 1650 1559 1482 206 142 1413 1357
is_linear=0
shrinkage=0.00281635


Tree=2394
num_leaves=18
num_cat=0
split_feature=2 4 10 2 157 42 0 48 42 484 52 49 50 12 4 0 129
split_gain=2.95223 1.41211 0.866653 1.62827 0.994364 1.05737 0.869147 0.828742 0.790633 1.02085 1.29796 1.11055 0.780799 0.84986 0.590073 0.527244 0.324801
threshold=0.13388500000000003 0.50373500000000015 -0.010699999999999999 -1.0000000180025095e-35 -0.086844999999999992 -0.085849999999999996 -0.073399999999999979 0.094925000000000023 0.096190000000000012 -0.084699999999999984 -0.016219999999999995 -0.015064999999999999 0.091320000000000012 0.095330000000000012 -0.013324999999999998 -0.081284999999999982 0.048480000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 -4 14 6 15 -2 9 10 -7 -11 13 -10 -5 16 -6
right_child=1 -3 3 4 5 8 -8 -9 12 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.003579092425875131 0.00166543902414384 -0.0023282027672762245 -0.00027470189111076674 0.0043048435927839227 0.003375623577949109 0.0013823842739805849 0.0042791625013442712 -0.00090850290482259526 0.0036610284536700254 0.00010509926700778183 0.0042739824063651663 0.0014070101244934713 0.00056890886469194643 0.0017179764315336141 0.002219462346504465 0.0011597272502603386 0.0019589675304027697
leaf_weight=60 74 59 100 55 79 96 56 52 110 192 63 973 53 111 85 90 81
leaf_count=60 74 59 100 55 79 96 56 52 110 192 63 973 53 111 85 90 81
internal_value=0 -0.000331695 0.00172359 0.00167158 0.00176689 0.00167319 0.00251588 0.000601853 0.00151172 0.00135323 0.00252916 0.00119259 0.00227699 0.00268586 0.00303991 0.00212024 0.00265948
internal_weight=0 185 2204 2144 2044 1904 306 126 1598 1324 159 1165 274 221 140 250 160
internal_count=2389 185 2204 2144 2044 1904 306 126 1598 1324 159 1165 274 221 140 250 160
is_linear=0
shrinkage=0.0156328


Tree=2395
num_leaves=10
num_cat=0
split_feature=40 14 14 0 10 151 480 0 3
split_gain=3.17628 2.85723 1.79067 1.63138 0.85014 0.769256 1.49729 0.848439 0.882885
threshold=0.051255000000000002 -0.072219999999999993 -0.41348999999999997 -0.19242499999999998 -0.013164999999999998 0.084350000000000008 -0.063594999999999985 -0.14822499999999997 -0.15836499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6 -8 -9
right_child=-2 3 -4 4 5 -7 7 8 -10
leaf_value=0.0019374831233212556 -0.0022934268619740645 -0.0007480365852178554 0.0059022762229010576 -0.00041303709380705039 -0.00098838179723963237 0.0030016355515935433 0.0030321369604623893 -9.4684211538195506e-05 0.0014362649217626959
leaf_weight=59 59 95 53 65 65 71 77 97 1735
leaf_count=59 59 95 53 65 65 71 77 97 1735
internal_value=0 0.00137864 0.00381517 0.0012548 0.00134506 0.00140102 0.00134336 0.00142284 0.00135511
internal_weight=0 2317 112 2205 2110 2045 1974 1909 1832
internal_count=2376 2317 112 2205 2110 2045 1974 1909 1832
is_linear=0
shrinkage=0.0156328


Tree=2396
num_leaves=14
num_cat=0
split_feature=148 14 3 48 160 0 14 159 159 475 43 48 48
split_gain=1.24785 1.22014 1.7384 1.32937 2.62106 2.1734 1.60969 1.0763 1.78715 1.19347 0.692788 0.50492 0.670338
threshold=-0.079549999999999996 -1.0000000180025095e-35 0.083605000000000013 0.093265000000000015 -0.54119499999999987 -0.068669999999999995 0.078235000000000013 0.10607000000000001 0.091305000000000011 -0.088274999999999978 -0.077144999999999977 0.10096000000000001 0.11280000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 11 7 8 9 -6 -9 -5 -13
right_child=1 3 -4 5 6 -7 -8 10 -10 -11 -12 12 -14
leaf_value=-0.00059177481959024473 0.00089953450085028031 0.0038319785638953976 0.0041235277568651939 0.0017586832727934801 -0.00065549789244502012 -0.0023818405345820328 -0.0013641509566503411 -0.0013917485041951257 0.0032443166293317808 0.0010656777134007154 0.00077511494033800086 -0.00091774355148960143 0.0012042919723154629
leaf_weight=94 70 57 52 53 75 55 53 53 65 1591 52 52 54
leaf_count=94 70 57 52 53 75 55 53 53 65 1591 52 52 54
internal_value=0 0.00097593 0.00227486 0.000902498 0.00101227 -9.50443e-05 0.000927111 0.000993331 0.00107291 0.000988108 -0.000317279 0.00069509 0.00016195
internal_weight=0 2282 122 2160 1946 214 1889 1836 1731 1666 105 159 106
internal_count=2376 2282 122 2160 1946 214 1889 1836 1731 1666 105 159 106
is_linear=0
shrinkage=0.0133425


Tree=2397
num_leaves=24
num_cat=0
split_feature=4 3 150 43 3 14 0 4 3 43 0 43 4 3 4 4 4 474 400 39 4 0 4
split_gain=61.4278 21.4903 18.6361 10.3036 7.4255 4.62838 4.06796 4.08965 3.01558 2.96647 2.68877 4.83575 5.94812 2.39791 2.12506 1.52153 1.35813 1.30473 1.03628 0.641365 0.475454 0.392966 0.077264
threshold=0.30163500000000004 -0.050489999999999993 0.092390000000000014 -0.033174999999999989 0.10632000000000001 -0.10708499999999999 -0.14216999999999999 0.024315000000000003 0.011825000000000002 -0.085594999999999991 -0.079119999999999982 -0.12584499999999996 -0.42305999999999994 -0.088714999999999988 -0.085574999999999984 -0.029369999999999997 0.064645000000000022 0.085860000000000006 -0.065974999999999992 0.088025000000000006 0.029980000000000003 -0.085044999999999996 0.11057000000000002
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=1 6 3 9 15 -2 -1 10 19 -3 14 -12 -13 -14 21 -5 -9 18 -16 -7 -17 -8 -18
right_child=5 2 -4 4 -6 8 7 16 -10 -11 11 12 13 -15 17 20 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0035635928742404218 0.0018765682486407802 0.00221020330794373 0.00068380898783812797 0.0034059427917597792 0.0020627609860282671 0.0009948481412944913 0.0034451266764036199 0.0021982977152812159 0.0014888388225414526 0.0014157468344615763 0.002020438058842115 0.0035990813753562609 0.0022360461500742987 0.0027904938490922945 0.0032498570395940738 0.0026678003639831953 0.0025699886504058529 0.0025747776559078791 0.0029025258510578323 0.00057554451364719671 0.0030305573687302283 0.0031471915250724353 0.0027318596768090963
leaf_weight=56 76 65 54 56 87 55 54 87 78 74 65 61 71 307 72 54 53 82 606 53 57 96 57
leaf_count=56 76 65 54 56 87 55 54 87 78 74 65 61 71 307 72 54 53 82 606 53 57 96 57
internal_value=0 0.00270301 0.00217567 0.00238058 0.00270505 0.00131319 0.0028444 0.00281938 0.00108284 0.00178746 0.00287041 0.00271111 0.00281331 0.00268643 0.00295861 0.00303948 0.00245297 0.00290014 0.00293945 0.000789346 0.00285434 0.00325464 0.00265413
internal_weight=0 2114 447 393 254 262 1667 1611 186 139 1414 504 439 378 910 167 197 760 678 108 111 150 110
internal_count=2376 2114 447 393 254 262 1667 1611 186 139 1414 504 439 378 910 167 197 760 678 108 111 150 110
is_linear=0
shrinkage=0.00270699


Tree=2398
num_leaves=17
num_cat=0
split_feature=48 15 52 52 14 14 13 16 475 133 12 16 15 16 16 15
split_gain=0.970643 2.49307 1.17628 2.17052 2.14448 2.04453 1.64707 1.57874 2.2553 2.88842 1.28781 1.09137 0.883402 0.730573 0.611167 0.187466
threshold=0.093265000000000015 -0.068639999999999993 -0.15824499999999997 -0.41304999999999997 0.019675000000000002 -0.10708499999999999 0.22245000000000001 0.066275000000000014 -0.081774999999999973 0.085720000000000018 0.093840000000000021 -0.083104999999999984 -0.23041999999999999 -0.014034999999999997 0.40737000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 14 5 -4 7 8 9 -7 -9 -2 -10 -13 -1 -16
right_child=1 -3 4 -5 -6 6 -8 10 12 -11 -12 13 -14 -15 15 -17
leaf_value=0.00010270881943538036 -0.00041754276707304107 -0.0029508272308091943 0.0040075705590270289 -0.0018947708975515377 0.0044372424300450431 -0.0030416290194802478 -0.0011126370764908465 0.0047514206300552373 -0.00012842546910554308 0.0020309259560544841 0.0013455628785771908 0.0035290409186504654 0.00150487877251078 0.00090889182412284201 0.001356292643762089 0.0026518926252208875
leaf_weight=79 81 54 76 86 64 74 79 65 98 53 58 53 1265 66 66 59
leaf_count=79 81 54 76 86 64 74 79 65 98 53 58 53 1265 66 66 59
internal_value=0 0.000211352 0.00129738 0.000314889 0.00145281 0.00134467 0.00122496 0.00133956 0.00119025 -0.000923341 0.00314685 0.00106603 0.00138731 0.00207734 0.00124728 0.00196923
internal_weight=0 254 2122 290 1832 1768 1692 1613 1490 127 123 200 1363 119 204 125
internal_count=2376 254 2122 290 1832 1768 1692 1613 1490 127 123 200 1363 119 204 125
is_linear=0
shrinkage=0.0165897


Tree=2399
num_leaves=29
num_cat=0
split_feature=2 2 39 150 16 13 15 49 16 15 43 16 16 2 52 47 15 1429 160 15 49 13 133 16 15 2 42 42
split_gain=33.4081 28.3457 7.78559 9.8374 7.00813 4.9079 4.50241 4.02941 3.48576 2.23866 2.48804 2.18281 1.54427 1.53583 2.47857 1.76028 2.32213 1.56675 2.06094 1.26462 2.10355 1.10299 1.20495 0.932249 0.875939 0.814386 0.393561 0.281097
threshold=0.10045500000000002 -1.0000000180025095e-35 0.099745000000000014 1.0000000180025095e-35 -0.059624999999999991 -0.15416999999999995 -0.091934999999999989 0.087610000000000007 -0.41163499999999992 1.0000000180025095e-35 -0.17922499999999997 -0.11777499999999998 -0.095229999999999995 0.092425000000000021 -0.078074999999999992 0.085025000000000017 -0.071614999999999984 0.084690000000000015 0.043720000000000009 -0.070049999999999987 0.10271000000000001 -0.085034999999999986 -0.020859999999999997 0.27776000000000006 0.084785000000000013 0.084495000000000015 0.085355000000000014 0.086275000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -2 7 -7 -5 11 -11 26 -12 15 -15 17 27 18 -13 -8 23 22 -14 -21 -23 -26 -3 -17
right_child=2 9 -4 8 -6 6 19 -9 -10 10 12 13 21 14 -16 16 -18 -19 -20 20 -22 24 -24 -25 25 -27 -28 -29
leaf_value=0.00074415639703352817 0.0011448298615564748 0.0026287438540670014 0.00075534525045441051 0.0014563160581991938 0.0017552151242484994 0.0011417746885039254 0.0023353080300746619 0.0019910442721481256 0.00060494590004310121 0.0028603662354990509 0.0020231890609231154 0.0025057333702960117 0.0023962695291052344 0.0022528564336401669 0.0015705093443193277 0.0023241074267112962 0.0015710230736658685 0.0019908251415313733 0.0020299740462321313 0.0019496919330237764 0.0015350722323089624 0.0025509154126590614 0.0028684470164596705 0.0023116307123531958 0.0021610015881564472 0.0023760199415033003 0.0023514998900388212 0.0020668726331484525
leaf_weight=83 60 63 63 52 76 75 67 57 60 59 78 203 82 60 64 52 52 77 72 115 53 90 52 66 178 252 62 53
leaf_count=83 60 63 63 52 76 75 67 57 60 59 78 203 82 60 64 52 52 77 72 115 53 90 52 66 178 252 62 53
internal_value=0 0.00219446 0.00156027 0.00164405 0.00122759 0.00179021 0.00187958 0.0015087 0.00100045 0.00229369 0.00238353 0.0021999 0.00234507 0.00214229 0.00190088 0.00220105 0.00198817 0.00229593 0.00238126 0.00204214 0.00195809 0.00238342 0.00257969 0.00208181 0.00233279 0.00228707 0.00249144 0.00219451
internal_weight=0 1708 668 605 159 493 433 132 112 1549 791 758 732 633 124 509 157 352 275 301 234 654 134 181 520 430 125 105
internal_count=2376 1708 668 605 159 493 433 132 112 1549 791 758 732 633 124 509 157 352 275 301 234 654 134 181 520 430 125 105
is_linear=0
shrinkage=0.00240373


Tree=2400
num_leaves=16
num_cat=0
split_feature=0 12 0 2 9 2 16 159 12 0 160 16 16 15 2
split_gain=1.96571 2.10507 2.1032 1.45919 2.18715 1.14789 1.1296 1.10362 1.47404 1.14936 1.0528 2.06591 0.719746 0.604538 0.4297
threshold=-0.13740499999999997 0.082295000000000021 0.14486500000000005 0.16149500000000003 -1.0000000180025095e-35 0.13631000000000001 -0.11777499999999998 -0.021869999999999997 0.085965000000000014 -0.076539999999999983 -0.065384999999999985 -0.083104999999999984 -0.48186499999999993 -0.047974999999999997 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 6 13 8 -8 -9 -1 12 -12 14 -6
right_child=2 -3 -4 -5 5 -7 7 9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.0011179603513042891 -0.0014706042179868709 -0.0022870758707988583 -0.001661819839451101 0.0035773637546459994 0.0036606245502751843 -0.00043489600118141477 -0.0016515947180918255 0.0016693017765830316 0.00096995840274656628 0.00074753404054157075 0.001045108794644966 0.0031330378343081737 -0.0012662689605835566 0.0012175581439985755 0.0019895577538690304
leaf_weight=61 66 73 56 56 77 83 63 899 178 437 60 69 57 67 60
leaf_count=61 66 73 56 56 77 83 63 899 178 437 60 69 57 67 60
internal_value=0 -8.88854e-05 0.00115241 0.00123184 0.00116371 0.00125707 0.001336 0.00120237 0.000284004 0.00136791 0.000560146 0.00111134 -7.96029e-05 0.0023683 0.00292992
internal_weight=0 320 2042 1986 1930 1864 1781 1577 241 1336 247 186 117 204 137
internal_count=2362 320 2042 1986 1930 1864 1781 1577 241 1336 247 186 117 204 137
is_linear=0
shrinkage=0.0147311


Tree=2401
num_leaves=21
num_cat=0
split_feature=2 2 2 0 14 16 2 16 0 2 47 475 0 130 2 16 159 43 16 2
split_gain=56.7045 22.8123 12.4085 9.04049 8.55675 6.05557 5.3329 4.69013 3.46438 2.25571 2.85192 1.98739 1.46043 1.28854 1.4287 1.48849 1.10434 0.93856 1.01292 0.852896
threshold=0.11517500000000001 -1.0000000180025095e-35 0.14794000000000004 -0.10946999999999998 0.062655000000000016 -0.083104999999999984 -0.079939999999999983 -0.36241499999999999 -0.15653499999999998 0.091205000000000008 0.11043500000000002 -0.074304999999999982 -0.057279999999999991 -0.018929999999999995 0.084360000000000004 0.0086100000000000013 0.0096550000000000021 0.033005000000000007 0.014185000000000001 0.084895000000000012
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 6 5 4 7 -2 -1 -3 -9 10 13 -11 -7 -5 15 -15 17 18 -13 -16
right_child=2 3 -4 9 -6 12 -8 8 -10 11 -12 16 -14 14 19 -17 -18 -19 -20 -21
leaf_value=0.0021343740725807475 0.00134457873867695 0.0026358168624099343 0.00076725208584520232 0.0032528813412443457 0.0032146022390137793 0.0019729719071396646 0.0011572972037997378 0.0023021388235322407 0.0015267634207509484 0.003095502574536009 0.0023197072730184202 0.0023227533047742166 0.0025116996101065491 0.0028636942735504505 0.0033038015889467203 0.002420339196589222 0.0029240558365509952 0.0027849685031153533 0.0026570807362717259 0.0029667444100784121
leaf_weight=91 94 82 101 84 62 83 65 70 89 73 53 132 59 355 59 61 72 98 119 460
leaf_count=91 94 82 101 84 62 83 65 70 89 73 53 132 59 355 59 61 72 98 119 460
internal_value=0 0.00268378 0.0015309 0.00276359 0.00235167 0.0018576 0.00172744 0.00212956 0.0018683 0.00284328 0.00291064 0.00269704 0.00219701 0.00294135 0.00291333 0.00279875 0.00262788 0.0025667 0.00248137 0.00300511
internal_weight=0 2025 337 1869 303 236 156 241 159 1566 1072 494 142 1019 935 416 421 349 251 519
internal_count=2362 2025 337 1869 303 236 156 241 159 1566 1072 494 142 1019 935 416 421 349 251 519
is_linear=0
shrinkage=0.00260187


Tree=2402
num_leaves=28
num_cat=0
split_feature=1 52 4 1 49 150 4 0 13 0 52 1 0 4 0 1 0 13 133 0 0 4 48 4 49 4 0
split_gain=100.491 26.5144 8.72509 7.40622 7.48823 4.649 3.86747 3.82634 3.31181 2.32477 1.93561 1.84818 1.7721 1.68523 2.39607 1.32086 1.97502 1.07823 0.935818 0.70975 0.593826 1.12592 0.547796 0.316264 0.62935 0.21371 0.180036
threshold=0.10335000000000001 -0.41304999999999997 0.27287000000000006 0.08956500000000002 -0.012149999999999999 0.07536000000000001 0.04105000000000001 -0.11208499999999998 -0.0074049999999999993 -0.079249999999999987 0.0085900000000000021 0.13301500000000002 -0.066044999999999979 -0.085574999999999984 -0.11208499999999998 1.0000000180025095e-35 -0.010949999999999998 -0.070529999999999995 0.08784500000000002 -0.086284999999999987 -0.071719999999999992 -0.075239999999999987 0.087215000000000015 -0.074219999999999994 0.059705000000000001 -0.011964999999999998 -0.07409499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 -5 12 9 -8 11 13 20 -4 -3 19 -15 16 23 -9 22 -1 21 -6 -16 -11 -25 -20 -10
right_child=1 2 8 4 10 -7 7 17 26 15 -12 -13 -14 14 18 -17 -18 -19 25 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0027457175988226364 0.0023769237902082291 0.0014610207415817901 0.00032908277319758952 0.0010391377965110404 0.0016982019333399703 0.00046114979171695019 0.0024053935313874063 0.0018785526725548219 0.0004952579857595941 0.002239453102499199 0.0015271875927733442 -0.0002769766335194099 0.00085473920180950127 0.0017075704996455628 0.0023868464322735965 0.0024367543458373316 0.0015758914421685585 0.0014098139270569555 0.0022032246588806364 0.0023998398933771621 0.0023329408291510208 0.0022046657579592537 0.0021337821706143884 0.0019238863732020204 0.0022725452919217406 0.0019922579884570509 0.0007180195111821813
leaf_weight=76 67 96 63 80 52 83 61 61 52 84 53 81 53 52 464 58 63 82 85 99 57 79 72 117 55 64 53
leaf_count=76 67 96 63 80 52 83 61 61 52 84 53 81 53 52 464 58 63 82 85 99 57 79 72 117 55 64 53
internal_value=0 0.000812656 0.000594706 0.00210957 0.00174342 0.000965049 0.00218827 0.00184795 0.000249534 0.00224211 0.00197709 -1.16289e-05 0.00124555 0.00231484 0.00225891 0.00206611 0.00199864 0.00160996 0.00230072 0.00255021 0.00210377 0.00200384 0.00235291 0.00210256 0.00203554 0.0021128 0.000607969
internal_weight=0 548 481 1814 321 232 1493 204 249 1289 241 144 149 912 737 377 319 143 685 175 188 131 536 256 172 149 105
internal_count=2362 548 481 1814 321 232 1493 204 249 1289 241 144 149 912 737 377 319 143 685 175 188 131 536 256 172 149 105
is_linear=0
shrinkage=0.00265391


Tree=2403
num_leaves=32
num_cat=0
split_feature=3 3 2 123 2 15 2 15 15 49 2 0 0 2 16 16 16 15 49 156 47 0 3 49 15 2 42 42 15 49 0
split_gain=113.261 23.6486 19.7917 19.1056 8.57173 7.14537 7.01806 5.28089 5.26488 5.36717 3.29607 5.3987 2.45285 2.4386 2.21076 2.08033 3.36959 1.7588 2.35585 1.75842 1.71619 1.5523 1.42101 1.27684 1.10496 0.92257 0.677499 0.51277 0.446235 0.267992 0.214987
threshold=-0.052614999999999995 0.30112000000000005 0.10124000000000001 0.081180000000000016 0.10866500000000003 -0.091934999999999989 0.074875000000000011 -0.23001499999999997 -1.0000000180025095e-35 0.047620000000000003 0.064660000000000009 -0.054419999999999989 -0.068669999999999995 0.090115000000000015 0.092980000000000021 0.25761500000000009 -0.061784999999999993 0.083885000000000015 0.0016050000000000003 0.087205000000000019 0.09585500000000001 -0.11692999999999999 -0.107915 -0.0084099999999999991 0.090455000000000021 0.13712500000000002 0.08648500000000002 0.093985000000000013 0.097545000000000007 0.092470000000000011 -0.082654999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 4 6 -4 -2 -5 9 -8 11 20 -9 19 17 16 -7 18 -15 22 24 -3 -12 -24 30 -6 -25 -26 -19 -17 -1
right_child=1 21 5 7 25 15 8 12 -10 -11 13 -13 -14 14 -16 29 -18 28 -20 -21 -22 -23 23 26 27 -27 -28 -29 -30 -31 -32
leaf_value=0.011238191749032072 0.0095803013417156014 0.0086274428653975201 0.0095138837678580834 0.0082914193126809935 0.0097817000512842294 0.01076274425928813 0.009787473805297417 0.0097689939829880244 0.011391702114881169 0.011063175602349149 0.011835475505271347 0.010055361129306635 0.0088939231249549403 0.010300501631907162 0.011618775676982081 0.011005831816886406 0.0097652414985569449 0.011364371995022132 0.011102872535935879 0.010940258867293223 0.010674928122569491 0.0078869209214447473 0.010940486542963338 0.011514513671104875 0.011185979448755755 0.009227983477742294 0.01124879053183205 0.010769798789442757 0.010982986715828365 0.01068777212309064 0.01149786545304797
leaf_weight=79 57 53 71 61 62 69 64 66 77 56 74 53 53 68 54 72 56 73 67 75 75 52 56 316 60 54 138 62 58 53 78
leaf_count=79 57 53 71 61 62 69 64 66 77 56 74 53 53 68 54 72 56 73 67 75 75 52 56 316 60 54 138 62 58 53 78
internal_value=0 0.00956268 0.0110251 0.00981112 0.0102003 0.010355 0.0105089 0.00901096 0.0107775 0.0103831 0.0111803 0.0109515 0.00937953 0.0112754 0.0110578 0.0105938 0.0103161 0.0109437 0.010699 0.011381 0.0110855 0.00826101 0.0114375 0.0113797 0.0111958 0.00952421 0.0114338 0.0109747 0.0111958 0.0108712 0.0113674
internal_weight=0 655 1707 550 370 321 254 180 197 120 1386 407 119 979 320 250 125 266 135 659 354 105 584 510 279 116 454 122 131 125 157
internal_count=2362 655 1707 550 370 321 254 180 197 120 1386 407 119 979 320 250 125 266 135 659 354 105 584 510 279 116 454 122 131 125 157
is_linear=0
shrinkage=0.00298873


Tree=2404
num_leaves=19
num_cat=0
split_feature=1 1 4 4 0 376 0 3 474 12 151 16 1453 47 43 131 131 474
split_gain=3.85178 1.37615 1.18906 1.44892 1.89792 1.52506 1.7512 2.94154 0.950108 0.935946 0.835831 1.88525 1.08807 0.865752 0.826829 0.901844 0.947322 0.618136
threshold=0.08956500000000002 0.14846500000000004 0.50973500000000016 -0.17689999999999997 -0.023359999999999995 0.080200000000000007 -0.14097999999999997 0.10703500000000001 0.085295000000000024 0.093840000000000021 -0.085134999999999975 -0.0098949999999999975 -0.068424999999999986 0.081320000000000017 -0.46848499999999998 0.11385000000000002 0.077860000000000013 0.089190000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 6 7 -5 10 -8 11 -1 -12 14 -14 16 -16 -10
right_child=1 -3 -4 4 -6 -7 9 -9 17 -11 12 -13 13 -15 15 -17 -18 -19
leaf_value=0.0064627609800875065 0.0031489683223296931 -0.0011557334397853058 0.0032453496804184822 -0.0020889459408541646 -0.0019626536473176239 -0.0012914743259845763 0.0027769946036657733 0.0027718052466374683 1.7545201381843309e-05 0.0011315798231204019 0.00048669900700985591 0.0022088291726952832 0.00075102016039730571 0.0045626966987263595 0.0027699436304460669 0.00072471843047096222 0.004521342189032055 0.0022932075558112571
leaf_weight=52 97 54 94 78 52 55 229 57 52 153 55 59 54 72 926 52 90 81
leaf_count=52 97 54 94 78 52 55 229 57 52 153 55 59 54 72 926 52 90 81
internal_value=0 0.00135688 0.00152358 0.00129886 0.00101099 0.00128162 0.00155569 -3.53426e-05 0.00271937 0.00211842 0.0028478 0.00420323 0.00272721 0.00283027 0.00271894 0.00281828 0.00292526 0.00140478
internal_weight=0 869 815 721 624 572 517 135 1493 382 1360 111 1249 1194 1122 1068 1016 133
internal_count=2362 869 815 721 624 572 517 135 1493 382 1360 111 1249 1194 1122 1068 1016 133
is_linear=0
shrinkage=0.0162644


Tree=2405
num_leaves=17
num_cat=0
split_feature=2 4 2 48 4 11 16 2 0 16 0 0 43 0 16 0
split_gain=4.73284 1.36217 1.5495 1.18214 1.2201 1.94273 1.10798 1.23345 1.0003 0.970949 0.970762 1.17834 1.06468 1.07581 0.784594 0.389152
threshold=0.13631000000000001 0.054560000000000004 0.088710000000000011 0.10891500000000001 -0.5093899999999999 1.0000000180025095e-35 -0.41863499999999992 0.11543000000000002 -0.093384999999999982 -0.13895999999999997 -0.11208499999999998 -0.15385999999999997 -0.22778999999999996 -0.086224999999999982 -0.13895999999999997 -0.14151499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 -1 10 7 -4 -8 -2 11 -6 -12 -14 -3 -7
right_child=9 2 6 -5 5 15 8 -9 -10 -11 12 -13 13 -15 -16 -17
leaf_value=5.6243424441403448e-05 0.00093535812005262503 0.0018456199321585614 0.0027874463142133006 0.0049256583072500807 0.0025715618924671566 0.0035482355656113918 -0.0019660706985962545 -0.00029626790345915662 0.00091144366231495305 -0.0017109252771101164 0.0044704903678198221 -0.00058717240878496406 0.0030675998039497504 0.0020438627949425528 0.0042417677485640402 0.0055396255239688131
leaf_weight=60 62 102 98 52 63 52 61 56 73 99 68 67 399 977 60 58
leaf_count=60 62 102 98 52 63 52 61 56 73 99 68 67 399 977 60 58
internal_value=0 0.00225297 0.00143582 0.00245761 0.00238392 0.00246675 0.000704884 0.00166495 -0.000397148 -0.00069076 0.00231756 0.000942237 0.00244126 0.00234085 0.00273418 0.00459985
internal_weight=0 2246 450 1796 1744 1684 288 154 134 161 1574 130 1444 1376 162 110
internal_count=2407 2246 450 1796 1744 1684 288 154 134 161 1574 130 1444 1376 162 110
is_linear=0
shrinkage=0.0165897


Tree=2406
num_leaves=12
num_cat=0
split_feature=2 42 47 48 1186 3 160 448 48 160 43
split_gain=3.27406 1.71241 1.09403 1.42174 1.09123 1.89355 1.18015 1.52561 1.15238 1.14573 0.570459
threshold=0.13631000000000001 0.094225000000000017 0.11069000000000002 0.10911000000000001 0.085175000000000015 -0.23303499999999996 0.051820000000000005 -0.065209999999999976 0.092265000000000014 0.08592000000000001 -0.063549999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 -9 -8 -11
right_child=1 -3 -4 -5 -6 6 9 8 -10 10 -12
leaf_value=0.0041382053389746971 -0.0018800006577411781 0.0012452828921491312 0.00016724228187760297 0.004071387626944368 -0.00038194873989218464 -0.0010180992260364449 0.0042359295333591323 0.0017031987898354568 8.7357525359531375e-05 0.0014637535795190429 0.0029933786343264829
leaf_weight=73 91 70 101 59 55 52 69 1493 107 149 88
leaf_count=73 91 70 101 59 55 52 69 1493 107 149 88
internal_value=0 -0.000520185 0.00169727 0.00176924 0.00170405 0.00176061 0.00167189 0.00151288 0.00159524 0.00252979 0.00203239
internal_weight=0 161 2246 2145 2086 2031 1958 1652 1600 306 237
internal_count=2407 161 2246 2145 2086 2031 1958 1652 1600 306 237
is_linear=0
shrinkage=0.0150258


Tree=2407
num_leaves=27
num_cat=0
split_feature=2 2 133 2 2 12 49 49 12 12 49 15 12 16 13 43 43 12 13 51 12 1213 50 43 43 0
split_gain=36.1231 14.4962 10.2142 5.70543 4.46133 4.39098 4.15433 4.02855 4.50028 2.41555 2.28823 2.04155 1.99991 2.17117 2.03704 2.00364 1.73434 1.56611 1.53233 1.17899 0.726016 0.461324 0.38163 0.40768 0.375682 0.260562
threshold=0.11500500000000001 -1.0000000180025095e-35 0.022390000000000004 0.15020000000000003 0.090115000000000015 -0.011819999999999999 1.0000000180025095e-35 -0.014169999999999999 -1.0000000180025095e-35 0.10266500000000002 -0.082184999999999994 -0.084629999999999997 0.092495000000000008 -0.0021749999999999994 -0.0031999999999999993 -0.00059999999999999995 -0.08423499999999999 0.094375000000000014 -0.00038499999999999998 0.091805000000000012 0.083785000000000012 -0.082414999999999974 0.077805000000000013 -0.07088499999999999 0.035255000000000009 -0.084369999999999987
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 3 6 12 -1 11 10 -9 16 -6 -2 13 15 25 20 -10 -14 24 -18 -3 -22 23 -19 -17 -15
right_child=2 4 -4 -5 7 -7 -8 8 9 -11 -12 -13 17 14 -16 18 19 22 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00096109438527363527 0.00047237321900954607 0.0026599329638181571 0.0019244048454427399 9.2390400866733472e-05 0.001965591949751109 0.0019038648330187838 0.0017499087146397743 0.0014303617934157485 0.0026945909254931276 0.0017989287509394118 0.0012219273288202742 0.001188167273072205 0.0016744873425563612 0.0023316526656202582 0.003142790710020861 0.0024192916323107442 0.002158507904116984 0.0022835880636674173 0.0016856129296700048 0.0025841432937487047 0.0021918277380642659 0.0024078770588064906 0.0023986387200470535 0.0019396922794345317 0.0021068717633820431 0.002611942151517754
leaf_weight=97 66 78 98 60 67 66 54 63 78 88 65 61 55 59 52 55 310 60 58 63 102 404 64 54 76 54
leaf_count=97 66 78 98 60 67 66 54 63 78 88 65 61 55 59 52 55 310 60 58 63 102 404 64 54 76 54
internal_value=0 0.00214959 0.00115754 0.000845575 0.00221859 0.00134301 0.00109508 0.0020461 0.00214395 0.0022273 0.00159962 0.000816417 0.00232668 0.00238492 0.00267938 0.00232202 0.00231081 0.0020921 0.00206883 0.00223048 0.00240391 0.00236439 0.00222096 0.00212095 0.00223827 0.00246586
internal_weight=0 2068 339 241 1905 163 181 734 602 539 132 127 1171 938 165 773 451 233 189 373 584 506 178 114 131 113
internal_count=2407 2068 339 241 1905 163 181 734 602 539 132 127 1171 938 165 773 451 233 189 373 584 506 178 114 131 113
is_linear=0
shrinkage=0.00281635


Tree=2408
num_leaves=18
num_cat=0
split_feature=4 2 39 3 2 13 12 11 2 0 0 4 16 12 42 42 2
split_gain=69.7193 31.445 10.9478 9.26386 4.13836 3.96038 3.86953 7.17256 2.74536 2.68368 2.34106 2.30835 1.91608 2.05765 1.33963 1.18362 1.8465
threshold=0.30163500000000004 0.14106500000000002 0.081875000000000017 0.12178000000000001 0.13775000000000001 -0.011834999999999998 0.093270000000000006 1.0000000180025095e-35 0.087610000000000007 -0.096139999999999989 -0.075914999999999996 0.053255000000000004 -1.0000000180025095e-35 0.096510000000000012 0.11457500000000002 0.091090000000000018 0.11500500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 15 -4 7 8 10 -10 -1 12 14 -14 -8 16 -2
right_child=4 -3 5 -5 -6 -7 11 -9 9 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0034699912228839595 0.0020493909173091443 0.0010838435963147835 0.0028767471268375056 0.0019899383917976235 0.00066546668809529719 0.0019023032032926635 0.0034243058643345968 0.0042838047002255238 0.0027477905259343689 0.0032594510538038347 0.0028108099017046333 0.0026081427508583988 0.0024518402952928386 0.0031513340793477363 0.0029052257698990351 0.0011926274530439135 0.0013049621194319856
leaf_weight=684 79 73 80 57 63 82 207 76 137 369 57 98 67 106 64 53 55
leaf_count=684 79 73 80 57 63 82 207 76 137 369 57 98 67 106 64 53 55
internal_value=0 0.00309051 0.00316079 0.00322626 0.00135563 0.00238372 0.00326403 0.00335493 0.0032983 0.00312098 0.00341933 0.00304209 0.00313779 0.00288062 0.00330184 0.00158797 0.00174409
internal_weight=0 2157 2084 1922 250 162 1865 1323 1247 506 741 542 444 173 271 187 134
internal_count=2407 2157 2084 1922 250 162 1865 1323 1247 506 741 542 444 173 271 187 134
is_linear=0
shrinkage=0.00310948


Tree=2409
num_leaves=11
num_cat=0
split_feature=2 3 14 11 14 3 3 2 2 13
split_gain=2.78398 1.45009 1.12835 2.18246 1.17595 1.37828 1.37074 1.02696 0.848085 0.0735787
threshold=0.13631000000000001 -0.034684999999999994 -0.10708499999999999 0.093970000000000012 0.076175000000000007 -0.15315499999999996 -0.11327499999999999 -0.0091949999999999983 0.12293000000000001 -0.086984999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 -8 -9 -3
right_child=1 9 3 -5 -6 6 7 8 -10 -11
leaf_value=0.0038994014802133346 0.0017927481966999277 -0.001870970009147002 -0.00014881551429889406 -0.0014351600300693496 0.0040107236421990161 0.0043349258845014147 0.00023392768966501483 0.0018973618848485139 0.0038830092552554554 -0.00099475314853382122
leaf_weight=74 57 52 86 52 70 62 96 1747 59 52
leaf_count=74 57 52 86 52 70 62 96 1747 59 52
internal_value=0 -0.000290876 0.00192227 0.00185483 0.00193561 0.00186466 0.00195292 0.00187518 0.00196233 -0.00143453
internal_weight=0 161 2246 2172 2120 2050 1964 1902 1806 104
internal_count=2407 161 2246 2172 2120 2050 1964 1902 1806 104
is_linear=0
shrinkage=0.0162644


Tree=2410
num_leaves=17
num_cat=0
split_feature=31 43 13 0 0 16 16 4 12 0 51 1212 0 16 13 42
split_gain=1.95836 1.41005 3.28959 2.06318 1.6236 1.19038 2.60671 1.76456 1.94331 1.7785 1.01047 0.647045 0.504264 0.592737 0.482365 0.647328
threshold=-0.018414999999999997 0.053790000000000011 -0.10899499999999999 -0.10653 -0.13513499999999998 0.24579500000000001 0.27552000000000004 -0.21586499999999997 0.11540500000000002 -0.061654999999999995 0.11696500000000001 0.058525000000000008 -0.070449999999999999 0.52152000000000009 -0.057284999999999996 -0.053844999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 7 -7 -4 9 10 -9 14 -8 -14 -5 -16
right_child=1 3 5 11 -6 6 12 8 -10 -11 -12 -13 13 -15 15 -17
leaf_value=-0.0016829064840935078 0.00039759377469040738 0.0050404234566648626 0.0043383784593742317 0.00039236549674693014 -0.0031693705950837509 -0.0027250187370534517 -0.00011959866993714381 0.0015309596473427197 0.0042389308411316124 -0.00088423701562547635 -0.00045074669375331762 0.0031706013713289211 0.0024494137443053223 0.00056789475130655668 0.00060250164391667906 0.0028455717206501596
leaf_weight=54 66 55 52 84 59 53 58 1278 57 86 66 59 88 77 54 76
leaf_count=54 66 55 52 84 59 53 58 1278 57 86 66 59 88 77 54 76
internal_value=0 0.00132806 0.0011676 0.00227657 -0.00128468 0.00133658 0.000390387 0.00150616 0.00140701 0.00129401 0.00143352 0.00171913 0.00113157 0.00157238 0.00131818 0.00191512
internal_weight=0 2268 1940 328 125 1815 276 1539 1487 1430 1344 273 223 165 214 130
internal_count=2322 2268 1940 328 125 1815 276 1539 1487 1430 1344 273 223 165 214 130
is_linear=0
shrinkage=0.0156328


Tree=2411
num_leaves=16
num_cat=0
split_feature=40 4 13 13 4 50 131 12 3 3 1456 15 15 15 133
split_gain=1.8194 0.97141 1.45268 1.94788 1.58656 1.29552 1.44188 1.24899 0.822654 2.61747 0.724448 0.93192 0.703694 0.638817 0.655937
threshold=-0.08440499999999998 0.024315000000000003 -0.15714499999999998 -0.09330999999999999 0.056640000000000003 -0.068989999999999982 0.086835000000000009 -1.0000000180025095e-35 -0.22740999999999997 -0.15315499999999996 -0.06457499999999998 -0.032264999999999995 -0.080944999999999989 0.11754500000000001 -0.41432999999999992
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 12 -2 -9 -10 11 -11 -7 14 -12
right_child=1 2 3 4 5 6 -8 8 9 10 13 -13 -14 -15 -16
leaf_value=-0.0010929124154500998 0.0031914243828112701 0.0026979680905923707 -0.002418932638170849 -0.0018014875603273718 -0.0012963834223087385 0.0013131524651699678 -0.0010079448488378249 0.0029400262069229689 -0.002309639713306182 0.0016646717597864711 0.0027051345700990345 -0.0010509427931045536 0.0030610068725048824 0.0028816400130734035 0.0012279983094122542
leaf_weight=95 89 72 60 58 52 177 52 70 53 58 82 72 88 71 1173
leaf_count=95 89 72 60 58 52 177 52 70 53 58 82 72 88 71 1173
internal_value=0 0.00115946 0.000583654 0.000270716 0.000649051 0.00103469 0.00141761 0.00135233 0.00124856 0.00116998 0.00129676 0.00015933 0.00189421 0.00140814 0.00132465
internal_weight=0 2227 559 487 427 369 317 1668 1579 1509 1456 130 265 1326 1255
internal_count=2322 2227 559 487 427 369 317 1668 1579 1509 1456 130 265 1326 1255
is_linear=0
shrinkage=0.0159455


Tree=2412
num_leaves=25
num_cat=0
split_feature=1 3 1 1 12 3 2 2 150 15 15 43 2 12 42 156 43 52 475 1429 12 3 133 3
split_gain=133.462 15.9293 12.0439 11.1342 10.9562 7.13918 5.84417 4.11163 3.11514 4.24578 2.8367 1.73614 1.46776 1.46613 1.9972 1.41464 1.35391 1.33518 1.07285 1.63504 0.821858 1.59951 0.7431 0.354883
threshold=0.10752500000000002 -0.06340999999999998 0.095950000000000021 0.14641500000000005 -1.0000000180025095e-35 0.091170000000000015 0.090000000000000011 0.11123500000000001 0.084680000000000019 -0.097499999999999989 -0.021954999999999999 -0.024279999999999996 0.12131500000000002 0.089885000000000007 0.085495000000000015 0.083125000000000018 -0.040439999999999997 -0.27209499999999992 -0.085684999999999997 1.0000000180025095e-35 0.083310000000000009 -0.097574999999999981 0.037060000000000003 -0.090989999999999988
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 7 5 8 -4 6 13 -2 9 11 -6 -3 15 18 23 20 -16 -12 -1 22 -8 -22 -20 -15
right_child=1 3 4 -5 10 -7 12 -9 -10 -11 17 -13 -14 14 16 -17 -18 -19 19 -21 21 -23 -24 -25
leaf_value=0.0036797105734803393 0.0024926228386986321 0.0007743104356475488 0.0013624247572047755 -0.0001250248207799664 0.0023221931367356534 0.0022025480596981131 0.0031951479589895954 0.0014981435812983167 0.00072744953202797432 0.0020821320590497542 0.0027318952010030643 0.0014473820121655855 0.0025027082125638153 0.0034944864594491721 0.002474116394247603 0.0033714657055329222 0.0031091981062325012 0.0033572322046750295 0.0034056409297505827 0.0028516707686110747 0.0024911710564305659 0.0029503844136181249 0.0031976216174302067 0.0031826618201545209
leaf_weight=63 82 55 56 58 67 65 74 52 69 52 52 63 57 52 52 61 52 54 429 58 70 361 198 70
leaf_count=63 82 55 56 58 67 65 74 52 69 52 52 63 57 52 52 61 52 54 429 58 70 361 198 70
internal_value=0 0.00131648 0.00301921 0.000959746 0.00242498 0.00310107 0.00313762 0.00210693 0.00122312 0.00142413 0.00276876 0.00113391 0.00292832 0.00327146 0.00307487 0.00297113 0.00279194 0.00305074 0.00333082 0.00329869 0.00292271 0.00287587 0.00334 0.00331581
internal_weight=0 431 1891 297 229 1662 1597 134 239 170 173 118 623 974 226 566 104 106 748 685 505 431 627 122
internal_count=2322 431 1891 297 229 1662 1597 134 239 170 173 118 623 974 226 566 104 106 748 685 505 431 627 122
is_linear=0
shrinkage=0.00276112


Tree=2413
num_leaves=22
num_cat=0
split_feature=4 12 1 12 1 150 15 12 43 4 4 12 151 4 13 52 13 52 1213 43 13
split_gain=151.038 36.4703 21.864 9.96737 7.67384 6.5996 5.78186 4.22221 3.97208 3.88239 2.20248 2.82529 2.18064 2.1326 1.91851 1.57691 1.22746 1.18932 1.22494 0.809151 0.213291
threshold=0.30163500000000004 0.054520000000000006 0.10124500000000002 0.13032500000000005 0.12007000000000002 0.083680000000000018 -0.42443999999999993 0.089885000000000007 -0.081639999999999976 0.42953500000000006 -0.030434999999999993 -1.0000000180025095e-35 -0.088329999999999978 0.053255000000000004 -0.10099999999999999 0.11379500000000002 -0.0076349999999999986 -0.53937999999999986 -0.080769999999999995 -0.082144999999999982 -0.053824999999999991
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 2 8 7 9 -4 -6 12 -1 -2 -10 -12 -3 17 -14 16 -16 -9 -19 -20 -15
right_child=4 3 5 -5 6 -7 -8 13 10 -11 11 -13 14 20 15 -17 -18 18 19 -21 -22
leaf_value=0.0019876662594904143 0.00056241977559425482 0.0028324720718552387 0.0017994632807732886 0.0018334029539993871 0.00058693674874030698 0.00063029341668607603 -0.00059135701045510633 0.0033969379926565794 0.0033126891861592275 0.0016754314939467707 0.003123742153922826 0.0021770025804177806 0.0038737869339953877 0.0027390697728845053 0.0032713078151132935 0.0028873749438183558 0.0035890499239403743 0.0034314438101912498 0.0027627734575429146 0.0030290832469067851 0.0024832052431687916
leaf_weight=52 56 84 102 52 81 70 64 76 71 52 54 55 53 70 490 75 136 53 136 386 54
leaf_count=52 56 84 102 52 81 70 64 76 71 52 54 55 53 70 490 75 136 53 136 386 54
internal_value=0 0.00290584 0.00211584 0.00309751 0.00050729 0.00132382 6.66465e-05 0.00313824 0.00270289 0.0010986 0.00290934 0.00264632 0.00328278 0.00298191 0.0033329 0.00329196 0.00334039 0.00304929 0.00300329 0.00295976 0.0026279
internal_weight=0 2069 404 1665 253 172 145 1613 232 108 180 109 838 775 754 701 626 651 575 522 124
internal_count=2322 2069 404 1665 253 172 145 1613 232 108 180 109 838 775 754 701 626 651 575 522 124
is_linear=0
shrinkage=0.00293013


Tree=2414
num_leaves=16
num_cat=0
split_feature=1 1 4 40 14 47 4 12 15 12 403 12 4 4 1
split_gain=83.8107 13.1945 9.33311 7.52498 3.9166 3.03227 2.91909 1.93095 1.9136 2.87271 2.80804 2.17964 1.79964 1.36353 1.1238
threshold=0.10752500000000002 0.14641500000000005 -0.031874999999999994 -0.079289999999999985 0.054835000000000009 0.085505000000000012 0.26790000000000008 0.11685000000000002 0.03981500000000001 0.083785000000000012 -0.082969999999999988 0.082165000000000016 0.13072500000000004 -0.085774999999999976 0.11990500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 12 7 8 10 -10 -5 -12 -4 -11 -14
right_child=1 -3 5 4 -6 -7 -8 -9 9 13 11 -13 14 -15 -16
leaf_value=0.001699837122723646 0.0022969064804199218 -2.0254607056381762e-06 0.00054985664944255685 0.0019411411044087058 0.0032252232473068162 0.0016149056718804428 0.0018707167125998369 0.0020157465899160376 0.0032427270512261691 0.0028497443650111094 0.0022405000259040852 0.002589070069840296 0.0014080340190682514 0.0025447428145483238 0.00094294747960732388
leaf_weight=85 66 64 55 72 62 79 52 53 59 142 177 626 66 563 101
leaf_count=85 66 64 55 72 62 79 52 53 59 142 177 626 66 563 101
internal_value=0 0.00115439 0.00135613 0.00250375 0.00254157 0.00114975 0.00251725 0.0025371 0.00255394 0.00265541 0.00246531 0.00251227 0.000984095 0.00260622 0.00112693
internal_weight=0 431 367 1891 1806 301 1744 1692 1639 764 875 803 222 705 167
internal_count=2322 431 367 1891 1806 301 1744 1692 1639 764 875 803 222 705 167
is_linear=0
shrinkage=0.00276112


Tree=2415
num_leaves=14
num_cat=0
split_feature=14 31 0 41 11 0 151 0 132 43 52 51 15
split_gain=1.87809 2.16937 1.80725 2.12973 1.83889 1.18667 1.16095 1.1847 1.01669 0.898741 0.885601 0.86099 0.164206
threshold=-0.31455999999999995 -0.019269999999999999 -0.13314999999999996 0.077565000000000009 0.077695000000000014 -0.10803999999999998 -0.029339999999999995 -0.15503499999999998 0.10240500000000001 -0.081799999999999984 0.26430000000000003 0.13455000000000003 -0.092059999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 6 -4 -3 12 9 10 -7 -11 -8
right_child=1 2 3 -5 -6 8 7 -9 -10 11 -12 -13 -14
leaf_value=-0.00071046715791621797 -0.0012279270482061456 0.0014613364320813736 0.0036762544690447287 -0.00075383352517632461 0.0029457680824475749 0.0021455462643131303 -5.2896630836318922e-05 -0.001776176874615358 0.0001770194351587479 0.0015505780271472614 0.0040272964195309877 0.0032416296470061685 0.0010697146552844697
leaf_weight=78 56 91 69 65 57 431 52 81 76 1118 57 64 52
leaf_count=78 56 91 69 65 57 431 52 81 76 1118 57 64 52
internal_value=0 0.00152276 0.00159244 0.00176278 0.000630314 0.00185298 0.000151575 -0.000491869 0.00178084 0.00185374 0.00236565 0.00164227 0.000506956
internal_weight=0 2269 2213 1880 333 1815 276 185 1746 1670 488 1182 104
internal_count=2347 2269 2213 1880 333 1815 276 185 1746 1670 488 1182 104
is_linear=0
shrinkage=0.0141591


Tree=2416
num_leaves=24
num_cat=0
split_feature=1 52 3 123 2 2 3 1 11 51 1 4 13 2 1 16 16 15 48 12 4 3 12
split_gain=82.8992 15.4986 10.8263 6.97739 5.9123 4.72431 4.17944 3.5626 2.90608 2.85036 2.83914 2.06531 2.04964 1.80213 3.30906 1.91201 1.95522 1.57975 1.46367 1.1553 0.854671 0.821671 0.781023
threshold=0.104035 -0.41304999999999997 0.31343500000000007 0.081180000000000016 0.099325000000000011 0.10045500000000002 0.0075150000000000008 0.092860000000000012 0.074925000000000005 -0.097374999999999975 0.081315000000000012 0.22738500000000003 -0.042924999999999998 0.08647500000000001 0.079415000000000013 0.0048200000000000005 -0.0094449999999999968 -1.0000000180025095e-35 0.088145000000000015 0.095815000000000011 -0.014099999999999998 -0.010299999999999998 0.088485000000000022
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 5 7 11 -7 8 13 -6 17 -3 -9 15 18 16 22 19 20 -11 -15 -5 -1
right_child=1 2 -4 21 9 6 -8 12 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0029885222659182193 0.0028933906819728922 0.0026326956558723196 0.00057996220462750456 0.0012783542773246396 0.0028388778328576991 0.0011570873978236414 0.0019793423868220503 0.002694648938837568 0.0033715746786107648 0.0029538506500686288 0.0018684679644136448 0.0019029443029533605 0.0020768562052632528 0.0029336077201401567 0.0021077018508996355 0.002471073381844944 0.0033768132503672233 0.0022343841492090226 0.0024526700757358188 0.0024101449072521865 0.0027140551541458054 0.00083211476767175484 0.0027391997714299745
leaf_weight=333 54 52 85 58 97 86 82 90 73 56 71 54 62 305 52 54 76 99 75 52 207 55 119
leaf_count=333 54 52 85 58 97 86 82 90 73 56 71 54 62 305 52 54 76 99 75 52 207 55 119
internal_value=0 0.00157247 0.00142129 0.00160601 0.00274527 0.0018305 0.00155859 0.0028209 0.00286528 0.00245358 0.00231904 0.0022612 0.00244284 0.00283499 0.00273896 0.00294038 0.00298833 0.00247344 0.00279483 0.00269232 0.0028449 0.0010614 0.00292294
internal_weight=0 526 472 387 1821 274 168 1446 1294 375 278 106 152 1221 639 582 528 207 587 108 512 113 452
internal_count=2347 526 472 387 1821 274 168 1446 1294 375 278 106 152 1221 639 582 528 207 587 108 512 113 452
is_linear=0
shrinkage=0.00260187


Tree=2417
num_leaves=13
num_cat=0
split_feature=2 13 1427 1375 457 4 2 16 12 2 4 2
split_gain=2.90996 1.74983 1.17996 1.18047 1.5334 1.32506 1.63607 1.57595 1.57379 0.748114 0.687678 0.464786
threshold=0.15227000000000004 -0.16392499999999996 0.083935000000000023 -0.14438999999999999 0.087195000000000009 0.098655000000000007 -0.011974999999999998 -0.42372999999999994 0.078515000000000015 0.092235000000000025 0.50113000000000019 0.10904500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 6 -5 9 -8 -7 -9 -1
right_child=-2 2 -4 4 -6 7 8 10 -10 -11 -12 -13
leaf_value=-0.0012915033565713524 -0.0014605617326728818 -0.00059778412179243515 0.003761104473337099 -0.0007833184881110471 0.0037986406272821913 0.0030983029797740863 0.0030871062284059132 -0.0016287969749033352 0.0017069281764247729 0.00082562136543099234 0.00066817782361136904 0.00070693607770387829
leaf_weight=54 76 54 69 57 85 60 237 72 1379 87 57 60
leaf_count=54 76 54 69 57 85 60 237 72 1379 87 57 60
internal_value=0 0.00164803 0.0017478 0.00168119 0.00174178 0.00165199 0.0018176 0.000647489 0.00190945 0.00175438 -0.000612561 -0.000238229
internal_weight=0 2271 2157 2088 2034 1949 1673 276 1616 147 129 114
internal_count=2347 2271 2157 2088 2034 1949 1673 276 1616 147 129 114
is_linear=0
shrinkage=0.0156328


Tree=2418
num_leaves=29
num_cat=0
split_feature=1 52 1 4 2 2 2 52 1 4 16 15 1 4 0 2 16 43 0 15 15 16 156 4 133 49 50 15
split_gain=121.529 23.6382 17.497 6.93896 6.15282 9.03531 5.21943 4.40774 3.78982 3.12948 4.73942 2.98995 2.6595 2.34984 2.12027 1.95881 1.87262 1.57085 1.55425 1.29028 1.62712 2.66676 5.41812 1.2246 1.07499 0.944624 0.697607 0.542543
threshold=0.104035 -0.41304999999999997 0.13630500000000004 0.24099500000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.090000000000000011 -0.53454499999999994 0.089710000000000026 -0.0083249999999999973 -0.069144999999999984 -0.40992999999999996 0.090540000000000023 0.043850000000000007 -0.066849999999999979 0.09772500000000002 0.10923000000000001 -0.072174999999999975 -0.15385999999999997 -0.14717499999999997 -0.026169999999999995 -0.019749999999999993 0.087205000000000019 -0.0083249999999999973 0.087245000000000003 0.085870000000000016 0.092705000000000023 0.093505000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 -3 12 -8 13 -6 18 -4 19 14 15 -9 -16 -15 -11 -1 23 26 -23 -21 27 -25 -22 -14
right_child=1 2 11 -5 9 -7 7 8 -10 10 -12 -13 24 17 16 -17 -18 -19 -20 20 21 22 -24 25 -26 -27 -28 -29
leaf_value=0.0038796874736786373 0.0034676349514400412 0.0016005333055284551 0.0010549605663737378 0.0023114270472371994 0.0021381993649642519 0.0031055650114629528 0.0037271582983821913 0.0031802411003358528 0.0023678322601777988 0.0019913753217325279 0.00064593356294242424 0.0001929927222938016 0.003377404377189122 0.0031131891985037036 0.0025565750900750483 0.0037139433484414635 0.0032462556197449151 0.0024841713043263218 0.0013241703343987036 0.0028439828445235866 0.0034120424162810714 0.0040419020184977892 0.0030849088115677023 0.0030870381947403422 0.0027665587386209085 0.0036209711011705985 0.0030715061340739298 0.0030045053033121881
leaf_weight=56 54 66 62 62 53 61 75 218 67 59 52 66 83 55 68 74 59 76 53 57 374 154 68 53 57 55 57 53
leaf_count=56 54 66 62 62 53 61 75 218 67 59 52 66 83 55 68 74 59 76 53 57 374 154 68 53 57 55 57 53
internal_value=0 0.00170209 0.00150003 0.00323909 0.00183084 0.00232366 0.00327177 0.0030808 0.00300219 0.00154228 0.00134952 0.000610743 0.0033956 0.00307941 0.00318279 0.0033156 0.00287721 0.00274849 0.00167591 0.00346196 0.00343333 0.00349693 0.0037489 0.00318142 0.00309491 0.00335923 0.00336708 0.0032323
internal_weight=0 526 472 1821 344 127 1759 692 617 217 164 128 1067 550 419 292 127 131 112 874 818 653 222 165 193 108 431 136
internal_count=2347 526 472 1821 344 127 1759 692 617 217 164 128 1067 550 419 292 127 131 112 874 818 653 222 165 193 108 431 136
is_linear=0
shrinkage=0.00281635


Tree=2419
num_leaves=24
num_cat=0
split_feature=1 47 2 147 14 2 16 1 52 52 1 1 2 16 43 160 4 481 16 16 2 1 403
split_gain=63.9732 11.1661 7.67405 6.31259 4.4649 4.3327 4.00118 3.56637 3.10009 5.25853 4.61675 2.83396 1.73144 1.40166 1.08842 1.9949 1.14277 1.22616 1.22563 0.908664 0.532517 0.380076 0.346638
threshold=0.10932500000000002 0.085505000000000012 0.14870000000000003 0.087210000000000024 0.076175000000000007 0.092365000000000017 -0.061394999999999998 0.13130500000000003 -0.41304999999999997 1.0000000180025095e-35 0.095695000000000016 0.10124500000000002 0.11093500000000002 -0.080509999999999984 -0.090419999999999986 -1.0000000180025095e-35 -0.00076499999999999995 -0.050084999999999991 -0.019164999999999998 -0.059624999999999991 0.099325000000000011 0.095695000000000016 -0.023209999999999998
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 7 4 5 11 -3 12 21 10 19 14 -2 -11 15 -1 17 -16 -18 -10 -15 -7 -17
right_child=1 6 -4 -5 -6 8 -8 -9 9 13 -12 -13 -14 20 16 22 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0013703129138878029 0.0012994661302111262 0.00087533115920326399 -0.00042053341411839301 0.001082871547834397 0.002563544167579018 0.001939471204313883 0.0018583244529310644 0.00020180151957110442 0.001754911206074282 0.0020988943232226097 0.00063968186661606408 0.001387565272407525 0.00068141840354069656 0.0018659310262103962 0.0022547693601747947 0.0018383945984981537 0.0020818209561436242 0.0019563670514551844 0.0025955922722955597 0.0013345557876030263 0.0015606610903408299 0.0022346832087869655 0.0021400131578471287
leaf_weight=53 52 58 63 71 73 87 64 84 70 101 60 57 93 77 121 53 99 658 53 84 97 54 65
leaf_count=53 52 58 63 71 73 87 64 84 70 101 60 57 93 77 121 53 99 658 53 84 97 54 65
internal_value=0 0.000703359 0.000415859 0.00187601 0.00190624 0.0018794 0.00139124 0.000646084 0.00169839 0.00159616 0.0012775 0.00197777 0.000903262 0.00184403 0.00200828 0.00180831 0.00204497 0.00200275 0.00226116 0.00152581 0.00169592 0.00205274 0.00200479
internal_weight=0 414 292 1933 1862 1789 122 229 630 489 214 1159 145 275 1102 171 931 779 152 154 174 141 118
internal_count=2347 414 292 1933 1862 1789 122 229 630 489 214 1159 145 275 1102 171 931 779 152 154 174 141 118
is_linear=0
shrinkage=0.00270699


Tree=2420
num_leaves=18
num_cat=0
split_feature=2 14 133 11 0 151 148 1454 16 0 483 3 42 0 0 133 52
split_gain=3.44705 1.96196 1.65636 2.19153 1.89226 1.66411 1.29957 1.08877 0.939496 1.36178 0.862844 0.864521 0.737903 0.849601 0.680171 0.541352 0.305291
threshold=0.10527500000000002 0.076175000000000007 0.078935000000000019 0.078065000000000009 -0.023359999999999995 -0.06568499999999998 -0.079019999999999993 1.0000000180025095e-35 -0.15796999999999997 -0.10023499999999998 -1.0000000180025095e-35 -0.13392999999999997 -0.047714999999999987 -0.067659999999999984 -0.059114999999999994 1.0000000180025095e-35 -0.065699999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 -1 10 -7 -10 -8 -12 15 -14 -4 -13 -11
right_child=2 -3 14 -5 -6 8 7 -9 9 16 11 12 13 -15 -16 -17 -18
leaf_value=-0.00031975657460270714 -0.0019612088730574951 0.0042935562058292387 0.001068114815722727 0.0024022618028345724 -0.0028400662414478192 0.0020619855175342261 0.0029840724442526697 0.003193975681165047 -0.0017968283393281427 0.0017314662336925005 0.0030856680400459333 0.0016925372665361951 0.0015025434140989676 0.00034759931780663911 0.0030472422699059105 0.0029046281537597222 0.00026753773477227843
leaf_weight=61 64 61 93 68 53 65 97 103 54 52 75 217 908 149 56 113 64
leaf_count=61 64 61 93 68 53 65 97 103 54 52 75 217 908 149 56 113 64
internal_value=0 0.0017964 0.000530324 7.49331e-05 -0.000374235 6.23466e-05 0.0017079 0.00178241 0.000614086 5.95878e-05 0.00168906 0.00160303 0.00152275 0.00133988 0.00181296 0.00210804 0.000925085
internal_weight=0 1784 569 420 352 299 1723 1662 235 170 1559 1462 1387 1057 149 330 116
internal_count=2353 1784 569 420 352 299 1723 1662 235 170 1559 1462 1387 1057 149 330 116
is_linear=0
shrinkage=0.0141591


Tree=2421
num_leaves=23
num_cat=0
split_feature=1 155 2 2 2 0 15 1 0 1 0 0 15 1 42 16 42 16 16 15 42 42
split_gain=55.2837 11.4989 8.86263 7.33763 3.41521 2.40388 3.66028 2.10746 2.09979 1.85629 1.84625 2.25647 1.87019 1.49016 1.34965 1.37189 1.08029 1.29524 0.983754 0.896154 0.711749 0.134084
threshold=0.10141500000000002 0.10158500000000002 0.10472500000000001 -1.0000000180025095e-35 0.106285 -0.10490499999999998 -0.41880499999999993 0.092860000000000012 -0.14822499999999997 0.11249000000000002 -0.026509999999999995 -0.078454999999999983 0.085610000000000006 0.11367000000000001 0.088200000000000014 -0.004174999999999999 -0.068494999999999986 0.39524000000000009 -0.067534999999999998 0.046165000000000005 0.090375000000000025 0.095215000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 9 -7 8 -1 -4 11 14 -13 -5 15 -10 -6 18 -18 -9 -16 -14
right_child=1 -3 5 13 16 6 -8 19 10 -11 -12 12 21 -15 20 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0027725488239131514 0.0010472145235504275 0.0025332019565944088 0.00076819926386710905 0.0023529385241944731 0.0023100806109288417 0.0011682813375751206 0.00027347798207796853 0.0018221285258280743 0.0023651685722271246 0.0013755140113580354 0.0027247891582010153 0.0016422168612851211 0.0023364285799375999 0.0017489127820962858 0.0019713168838070413 0.0026869712175470722 0.0019542399477234821 0.0021868156766139991 0.0014277940550315948 0.0022446310773724678 0.0022886941137102539 0.0021382082294588039
leaf_weight=91 103 53 68 61 53 57 90 81 665 89 88 64 55 65 85 121 52 59 58 75 157 63
leaf_count=91 103 53 68 61 53 57 90 81 665 89 88 64 55 65 85 121 52 59 58 75 157 63
internal_value=0 0.00130615 0.00118407 0.00159446 0.00228494 0.000874841 0.000620643 0.00233105 0.00236536 0.00111266 0.00233679 0.00230854 0.00202402 0.00204157 0.00235889 0.00241475 0.00196386 0.00185511 0.00167693 0.00202544 0.00217734 0.00223085
internal_weight=0 586 533 229 1767 304 147 1545 1389 157 1298 1210 182 126 1028 786 222 169 110 156 242 118
internal_count=2353 586 533 229 1767 304 147 1545 1389 157 1298 1210 182 126 1028 786 222 169 110 156 242 118
is_linear=0
shrinkage=0.00276112


Tree=2422
num_leaves=21
num_cat=0
split_feature=2 131 1 3 13 13 1452 1 52 52 12 48 3 12 43 47 12 13 12 133
split_gain=2.63413 1.96079 1.85923 1.65996 1.60394 3.39522 1.4852 1.10769 1.09326 1.08279 1.1456 1.45247 0.782778 0.70591 1.65618 0.903189 0.428587 0.692444 0.40494 0.264959
threshold=0.10272000000000002 0.089255000000000015 0.10141500000000002 -0.14265999999999998 -0.016469999999999995 -0.39067499999999994 0.087755000000000014 0.11249000000000002 -0.53937999999999986 -0.25180499999999995 0.097510000000000013 -0.026004999999999997 -0.10919499999999999 0.088035000000000016 -0.097279999999999991 0.085025000000000017 0.097060000000000021 -0.05176999999999999 0.089005000000000015 0.015045000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 16 -4 5 -5 8 -6 -1 -10 11 -11 -12 14 -13 -15 18 -18 -2 -14
right_child=1 -3 3 4 7 -7 -8 -9 9 10 12 13 19 15 -16 -17 17 -19 -20 -21
leaf_value=0.0043857847960265912 0.0014368189404022605 0.003736518413075692 0.001802206556072009 0.00040765884427671633 -0.0016774262440076735 -0.0059301202144074819 0.0050250517859761071 0.0016848966759593243 -0.00021596448965505581 -0.00084971627335303306 0.0052438322964407065 0.0048565681624430724 0.001838809347612039 0.0017294993254265379 0.0020511517618531623 -0.00065188187315114859 0.0023348789674728036 -0.00041015000494053851 0.0034830688412341784 0.0034842114048987678
leaf_weight=61 75 64 76 53 59 56 55 68 72 61 52 75 67 441 725 58 53 67 54 61
leaf_count=61 75 64 76 53 59 56 55 68 72 61 52 75 67 441 725 58 53 67 54 61
internal_value=0 0.000758272 0.000418165 -0.000504888 -0.00124866 -0.00284669 0.00211918 0.000121363 0.00202353 0.00193402 0.00203467 0.00185617 0.00338222 0.00198339 0.0023144 0.00145232 0.00157553 0.00080064 0.00229487 0.00262444
internal_weight=0 625 561 312 236 109 1728 127 1673 1612 1540 1360 180 1299 800 499 249 120 129 128
internal_count=2353 625 561 312 236 109 1728 127 1673 1612 1540 1360 180 1299 800 499 249 120 129 128
is_linear=0
shrinkage=0.0179572


Tree=2423
num_leaves=28
num_cat=0
split_feature=1 3 4 124 2 2 2 4 11 1 1 0 2 2 0 4 403 475 15 0 4 2 157 0 12 2 3
split_gain=98.5115 25.2248 15.0109 8.68621 8.57301 5.85248 4.0575 5.46169 3.20701 5.69884 2.06468 2.17603 1.98793 1.90104 2.32578 2.03559 1.49969 2.04532 1.86812 1.49464 1.37617 1.25128 0.609935 0.525721 1.09572 0.438569 0.321272
threshold=0.10335000000000001 -0.06340999999999998 0.30163500000000004 -0.082254999999999981 0.13880500000000004 0.089885000000000007 -1.0000000180025095e-35 -0.0084099999999999991 1.0000000180025095e-35 0.088985000000000022 0.084755000000000011 -0.11327499999999999 0.11252000000000002 0.10644500000000001 -0.050379999999999994 -0.081374999999999989 -0.088434999999999986 -0.085669999999999982 -0.0096849999999999974 -0.095264999999999989 -0.039459999999999995 0.084675000000000014 -1.0000000180025095e-35 -0.076539999999999983 0.088170000000000012 0.11500500000000001 -0.078254999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 -1 6 10 -3 -8 9 13 11 -5 -9 15 25 -7 21 -18 -19 -12 -2 -13 -17 24 -21 -15 -26
right_child=1 4 -4 5 -6 8 7 12 -10 -11 19 16 -14 14 -16 22 17 18 -20 23 -22 -23 -24 -25 26 -27 -28
leaf_value=0.0014356900247982367 0.0028738902588215953 0.00032529718703772423 0.00082908857272251998 0.0032916571169514411 -0.00013442261234883991 0.0029622627388564094 0.0018911345056736512 0.0012146643207712282 0.0029456891396975257 0.0013253015381794143 0.0020298615676131661 0.0020601182611932256 0.0005115653027768025 0.0021348802552861919 0.0015797744060357831 0.0020884063939917122 0.0032921905550227352 0.0024456393650985099 0.0028368516551211132 0.0029171476658518291 0.0022522144867073626 0.0026338343528238442 0.0024064002195624836 0.0023407327269998938 0.0023732905893700802 0.0024722824411890121 0.0026597989370594445
leaf_weight=66 53 77 67 53 92 52 53 57 58 52 57 52 80 75 55 62 53 162 274 69 68 82 294 82 96 59 53
leaf_count=66 53 77 67 53 92 52 53 57 58 52 57 52 80 75 55 62 53 162 274 69 68 82 294 82 96 59 53
internal_value=0 0.00106808 0.00192062 0.00245971 0.000621542 0.00249854 0.000882139 0.00110765 0.00229682 0.00223878 0.00263657 0.00273031 0.000804319 0.0023183 0.00207899 0.00242907 0.0026825 0.00275672 0.00269156 0.00245897 0.00252477 0.00241143 0.00235111 0.0025404 0.00261537 0.00228367 0.00247541
internal_weight=0 547 188 1806 359 1740 267 190 707 649 1033 676 137 597 189 408 623 489 436 357 121 134 356 300 218 134 149
internal_count=2353 547 188 1806 359 1740 267 190 707 649 1033 676 137 597 189 408 623 489 436 357 121 134 356 300 218 134 149
is_linear=0
shrinkage=0.00287267


Tree=2424
num_leaves=23
num_cat=0
split_feature=1 2 12 2 14 2 12 1 0 15 15 13 0 0 12 12 49 403 43 15 43 15
split_gain=82.3368 15.4991 15.8922 6.32323 4.24373 3.63584 3.52357 2.57445 2.52082 2.48918 2.01952 1.80997 1.72912 2.51913 1.56856 1.23239 0.99711 1.1768 1.12505 0.817248 0.250871 0.229169
threshold=0.10335000000000001 0.11517500000000001 0.085090000000000013 0.099325000000000011 0.062655000000000016 -1.0000000180025095e-35 0.08073000000000001 0.089710000000000026 -0.10490499999999998 -0.042294999999999992 -0.41606999999999994 -0.08151499999999999 -0.031614999999999997 -0.078454999999999983 0.089175000000000018 0.11589000000000001 -0.0088649999999999996 -0.092059999999999989 -0.085054999999999978 0.092250000000000013 -0.052219999999999996 0.093935000000000005
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 5 4 7 -2 -5 12 -3 -4 -10 -8 13 16 -9 20 18 -18 -1 -15 -13 -16
right_child=1 8 9 6 -6 -7 11 14 10 -11 -12 15 -14 19 21 -17 17 -19 -20 -21 -22 -23
leaf_value=0.002801445282200696 0.00083522339709198349 0.0012269226502287312 0.0022187590256025646 0.0018731530036510057 0.0034889384316680026 0.0016299158293417155 0.0029437979325033061 0.0021700797945779127 0.0010528083211005727 0.0029748522289389434 0.0003608943664155722 0.002610314313944373 0.003187450713698128 0.0021614865407410112 0.0027192595451273694 0.0020025114505556069 0.0025887757842772995 0.002869905810202353 0.0023047984191551371 0.0026110975717206107 0.0023773055842980155 0.0024992711984871707
leaf_weight=75 78 96 81 97 55 101 54 95 54 57 80 79 69 69 88 52 140 664 67 58 73 71
leaf_count=75 78 96 81 97 55 101 54 95 54 57 80 79 69 69 88 52 140 664 67 58 73 71
internal_value=0 0.00143097 0.00182695 0.00265387 0.00273479 0.00128379 0.00232301 0.00270506 0.000885073 0.00253127 0.000639945 0.00249202 0.00276118 0.00273375 0.0024526 0.00237229 0.00278294 0.00282099 0.00256732 0.00236705 0.0024986 0.00262121
internal_weight=0 547 317 1806 1451 179 355 1396 230 138 134 258 1142 1073 254 204 946 804 142 127 152 159
internal_count=2353 547 317 1806 1451 179 355 1396 230 138 134 258 1142 1073 254 204 946 804 142 127 152 159
is_linear=0
shrinkage=0.00276112


Tree=2425
num_leaves=11
num_cat=0
split_feature=3 2 4 49 3 49 3 49 403 2
split_gain=3.57056 1.889 1.37673 1.82344 1.56506 1.56086 3.1084 1.07173 1.09811 0.964323
threshold=0.32329500000000005 0.15227000000000004 0.24099500000000004 -0.020999999999999994 0.12991000000000003 -0.089819999999999983 0.09037000000000002 0.12497000000000001 -0.081664999999999988 0.11500500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 8 -7 -5
right_child=-2 -3 3 9 -6 6 -8 -9 -10 -11
leaf_value=0.00425674010092616 -0.0022813033438798622 -0.0013801728336980906 -0.0020766434065889344 0.0026696655265266442 0.0049798210180065595 0.0012918266601028448 -0.0016529635565460802 -0.00024150151652522616 0.0023579076102705583 0.00017277761454235677
leaf_weight=90 67 55 57 103 56 390 74 62 1303 90
leaf_count=90 67 55 57 103 56 390 74 62 1303 90
internal_value=0 0.00184091 0.00192062 0.000688627 0.00207648 0.00199165 0.00188009 0.00202917 0.00211244 0.00150629
internal_weight=0 2280 2225 250 1975 1919 1829 1755 1693 193
internal_count=2347 2280 2225 250 1975 1919 1829 1755 1693 193
is_linear=0
shrinkage=0.0176051


Tree=2426
num_leaves=21
num_cat=0
split_feature=4 2 2 12 39 4 480 4 2 4 4 14 130 12 16 42 2 16 2 42
split_gain=87.8975 32.1651 14.9377 9.11096 6.61203 5.33773 3.52735 3.48622 3.10939 2.85807 2.3938 2.27064 1.83339 1.8189 1.34731 1.26356 0.998612 0.481584 0.446271 0.372027
threshold=0.40124500000000002 0.10060500000000001 0.14721500000000001 0.087495000000000003 0.085345000000000018 -0.029369999999999997 -0.068944999999999992 0.032965000000000001 0.14721500000000001 0.043850000000000007 0.057265000000000003 0.062655000000000016 -0.00077999999999999999 1.0000000180025095e-35 -0.11777499999999998 0.091090000000000018 0.11756000000000001 -0.031434999999999998 0.11093500000000002 -0.014374999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 -3 -1 -7 15 11 17 12 19 -14 -11 16 -2 -5 -19 -8
right_child=8 2 -4 10 -6 7 9 -9 -10 14 -12 -13 13 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0048394223222096395 0.002435161539751454 0.0034855459475776037 0.0016835744489246132 0.00408948389902976 0.0031754189891837368 0.0018837764657991154 0.0045102955956513669 0.0029583203804593038 0.0012138298758235075 0.003903288330121114 0.0031812957143493564 0.0047028060767584081 0.0035987502499490332 0.0040540636626131242 0.003297326971268155 0.001665037351404838 0.0018974173695274084 0.0035763494977385478 0.0039398011032515572 0.0041939084195610089
leaf_weight=54 80 67 58 63 81 59 88 54 52 76 64 54 90 1035 64 55 55 67 66 65
leaf_count=54 80 67 58 63 81 59 88 54 52 76 64 54 90 1035 64 55 55 67 66 65
internal_value=0 0.00381615 0.00313892 0.00333069 0.004026 0.00280272 0.00407113 0.00239756 0.00187589 0.00404292 0.00369608 0.00408666 0.0040606 0.00401767 0.00362651 0.00205691 0.00221632 0.003864 0.00375695 0.0043761
internal_weight=0 2105 498 440 1607 180 1526 113 242 1472 260 1332 1278 1125 140 190 135 196 133 153
internal_count=2347 2105 498 440 1607 180 1526 113 242 1472 260 1332 1278 1125 140 190 135 196 133 153
is_linear=0
shrinkage=0.0030485


Tree=2427
num_leaves=15
num_cat=0
split_feature=3 15 16 4 2 457 1210 1419 3 150 1 3 403 16
split_gain=3.1941 1.41599 2.19951 0.937748 0.847644 0.721757 0.761296 0.845967 0.863582 0.713547 0.906171 1.0673 0.630015 0.627371
threshold=0.11745500000000002 -0.043644999999999996 -0.10346499999999999 0.054560000000000004 -0.020134999999999997 -0.086894999999999986 -0.08107499999999998 1.0000000180025095e-35 -0.15500999999999998 0.09487000000000001 0.12180500000000001 -0.055009999999999996 0.085685000000000011 -0.11777499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -7 8 -8 10 11 13 -10 -5
right_child=1 -3 -4 9 5 6 7 -9 12 -11 -12 -13 -14 -15
leaf_value=0.0048759314771590588 -0.0020706535742924062 -0.0032058117141476115 0.0032968956697935533 0.0024513790243277547 0.0043378289841007594 0.003924833061232715 0.00015853796299643402 0.0040594782338326894 0.0019727196660709783 -0.00065917722961057116 2.1037013180776398e-05 0.0040378296604996382 0.0033263412115829599 0.00012442339365974101
leaf_weight=52 60 56 60 100 66 97 94 83 1196 60 97 89 153 84
leaf_count=52 60 56 60 100 66 97 94 83 1196 60 97 89 153 84
internal_value=0 -0.000601994 0.000611357 0.00217414 0.00237907 0.00230208 0.00221916 0.0021106 0.00199836 0.00134388 0.00166928 0.00225414 0.0021264 0.00139022
internal_weight=0 176 120 2171 1741 1689 1623 1526 1443 430 370 273 1349 184
internal_count=2347 176 120 2171 1741 1689 1623 1526 1443 430 370 273 1349 184
is_linear=0
shrinkage=0.0198262


Tree=2428
num_leaves=18
num_cat=0
split_feature=1 3 15 12 3 14 457 15 12 14 15 3 12 403 15 42 133
split_gain=108.391 19.1722 9.63809 9.30621 6.55822 5.41075 3.56687 5.31873 3.77214 2.83737 3.21284 1.9905 1.41198 1.77399 1.25029 0.867398 0.125183
threshold=0.109225 0.31343500000000007 -0.083359999999999976 -0.085209999999999994 0.10703500000000001 0.062655000000000016 0.080930000000000016 -0.03886499999999999 0.10184000000000001 -0.10708499999999999 -0.21242999999999998 -0.036844999999999996 0.089765000000000025 -0.092059999999999989 -0.033689999999999991 -0.038454999999999996 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 5 6 8 -8 12 -2 -11 -4 13 -5 -14 16 -10
right_child=1 -3 11 4 -6 -7 7 -9 15 10 -12 -13 14 -15 -16 -17 -18
leaf_value=0.0021152774988583848 0.0018446593052284348 0.00014471169727271898 0.0025985323362526097 0.0028765705621972321 0.0020684790171880819 0.0039589133961799895 0.0018816688111956599 0.0031692852716969249 0.0030219237111839274 0.00063383797795015559 0.0015488707891716177 0.0018933156164117869 0.0028386957836523978 0.003287148070055047 0.0031421002836887753 0.0025196867202334529 0.0028030757794258628
leaf_weight=91 52 86 77 104 54 62 52 59 53 75 59 63 173 765 378 92 52
leaf_count=91 52 86 77 104 54 62 52 59 53 75 59 63 173 765 378 92 52
internal_value=0 0.00137575 0.00170041 0.00303111 0.00307629 0.00310667 0.00307608 0.00256636 0.00311105 0.00126294 0.00103696 0.00228141 0.0031639 0.00323805 0.0030469 0.00272993 0.00291384
internal_weight=0 412 326 1935 1844 1790 1728 111 1617 186 134 140 1420 869 551 197 105
internal_count=2347 412 326 1935 1844 1790 1728 111 1617 186 134 140 1420 869 551 197 105
is_linear=0
shrinkage=0.00293013


Tree=2429
num_leaves=10
num_cat=0
split_feature=4 43 16 4 13 15 4 48 13
split_gain=2.72674 1.04611 2.53554 2.14498 1.89515 1.66178 3.63135 1.41662 1.7652
threshold=0.59999500000000017 -0.17157499999999998 -1.0000000180025095e-35 -0.51003499999999991 0.10575500000000002 -0.41606999999999994 0.41181500000000004 -0.081079999999999985 -0.16392499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 -7 -9
right_child=-2 3 -4 4 -6 6 -8 8 -10
leaf_value=0.00188198271342515 -0.0019110597872019847 0.0048486961291624399 -0.0023954632012094133 0.0038496527597905277 -0.001375984699679506 0.0041677028135024621 -0.0021566388252937888 -0.00082619005670370909 0.0017544308209095178
leaf_weight=98 57 54 55 88 52 59 63 70 1751
leaf_count=98 57 54 55 88 52 59 63 70 1751
internal_value=0 0.00161831 0.000343226 0.00170952 0.00162806 0.00170506 0.00160784 0.00173408 0.00165514
internal_weight=0 2290 153 2137 2083 2031 1943 1880 1821
internal_count=2347 2290 153 2137 2083 2031 1943 1880 1821
is_linear=0
shrinkage=0.0159455


Tree=2430
num_leaves=19
num_cat=0
split_feature=4 3 40 0 15 14 3 3 16 4 16 0 3 42 4 130 16 3
split_gain=71.6435 16.6009 9.94851 5.60877 5.89602 5.12693 4.05722 3.00638 10.7265 2.76826 4.1943 2.46602 2.11708 1.58687 1.3995 1.25795 0.479305 0.456391
threshold=0.30163500000000004 0.25468500000000005 -0.026419999999999996 -0.18560999999999997 -0.41309499999999993 0.076175000000000007 -0.072419999999999984 -0.11255999999999998 0.066275000000000014 -0.37626499999999991 -0.052894999999999991 -0.061994999999999995 -0.010599999999999998 0.091090000000000018 0.036620000000000007 -0.060079999999999988 -0.12029499999999999 -0.00094999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -2 13 6 7 8 -4 -8 17 -1 -12 -5 15 -9 -16 -11
right_child=3 -3 5 4 -6 -7 9 14 -10 10 12 -13 -14 -15 16 -17 -18 -19
leaf_value=0.0020083249089692377 0.0016395395081001041 0.00091210524465976995 0.0014524978952824136 0.0011717568421011494 -8.0341409485125585e-05 0.0031820520088147839 0.0027440286041145764 0.0029692728732919377 0.002868774604809094 0.0025232051568146573 0.0020414609097156025 0.001279018878887884 0.0014158663457406217 0.00058875402857008654 0.0024690723561150707 0.0025663397800602008 0.0021661574347635664 0.0022266766292481734
leaf_weight=93 54 55 79 89 57 72 59 61 78 104 106 54 64 56 78 1066 81 64
leaf_count=93 54 55 79 89 57 72 59 61 78 104 106 54 64 56 78 1066 81 64
internal_value=0 0.00238068 0.00241989 0.000864223 0.000656817 0.0024721 0.0024443 0.00251112 0.00215631 0.00220137 0.00210656 0.00174061 0.00180611 0.000946796 0.00255441 0.00258817 0.00231494 0.00241041
internal_weight=0 2114 2059 256 202 1912 1840 1443 157 397 338 147 170 145 1286 1127 159 168
internal_count=2370 2114 2059 256 202 1912 1840 1443 157 397 338 147 170 145 1286 1127 159 168
is_linear=0
shrinkage=0.00270699


Tree=2431
num_leaves=25
num_cat=0
split_feature=1 10 1 12 4 2 4 2 4 3 4 1 4 4 12 50 130 484 475 4 4 3 3 3
split_gain=112.526 18.5789 13.9726 9.22473 9.16986 5.90534 4.95388 4.38172 2.02752 2.0163 1.57392 1.49352 1.34187 1.27198 2.35673 1.80595 1.58166 1.77456 1.70811 1.22735 1.2052 1.12038 0.558944 0.393055
threshold=0.10915500000000002 -1.0000000180025095e-35 0.092415000000000011 -1.0000000180025095e-35 0.40124500000000002 0.10981000000000002 -0.064534999999999995 0.09857500000000001 -0.065454999999999985 -0.077384999999999995 0.055260000000000011 0.12180500000000001 -0.16772499999999999 -0.095209999999999975 0.085785000000000014 0.10672000000000002 0.10383500000000001 0.0069400000000000009 -0.084784999999999985 -0.035694999999999991 0.10597500000000001 -0.053499999999999992 -0.082744999999999985 0.045635000000000002
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 -2 7 -4 5 -3 12 13 -9 -8 19 -6 -5 14 -1 16 17 21 -19 -10 -12 -15 -17 -13
right_child=1 4 3 6 11 -7 9 8 10 -11 20 23 -14 15 -16 22 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0035209640418915667 -0.00017779963455052418 0.0023161604406991142 0.0012682627416856578 0.003128280747623946 0.0012250249655510702 0.001282778639836327 0.0015805736270080462 0.0019678930271257397 0.0024573005782592174 0.0023098923685804513 0.0020172777392653265 0.00046726632308557005 0.002532657538270448 0.0029270224131702637 0.0027856911521897095 0.0026976893159045157 0.0023854821509015009 0.0030624683105800309 0.0024552876784172616 0.0030216101286490637 0.0026316446531763045 0.0033130245541899608 0.0022735809737725525 0.00082261898059862162
leaf_weight=68 81 90 75 61 57 93 52 52 53 80 52 52 66 762 78 52 52 56 125 83 55 69 54 52
leaf_count=68 81 90 75 61 57 93 52 52 53 80 52 52 66 762 78 52 52 56 125 83 55 69 54 52
internal_value=0 0.00105963 0.00269143 0.0021563 0.00135109 0.00179117 0.00241334 0.00280236 0.00248516 0.00202282 0.00259573 0.000850694 0.00281899 0.00287344 0.00312836 0.00284161 0.00287741 0.00290266 0.00264331 0.00280192 0.00233336 0.00295911 0.00248192 0.000645238
internal_weight=0 425 1945 334 344 183 259 1611 295 132 243 161 127 1316 146 1170 1064 1012 181 136 107 831 106 104
internal_count=2370 425 1945 334 344 183 259 1611 295 132 243 161 127 1316 146 1170 1064 1012 181 136 107 831 106 104
is_linear=0
shrinkage=0.00287267


Tree=2432
num_leaves=17
num_cat=0
split_feature=2 41 43 42 43 3 11 12 376 12 160 0 3 159 2 16
split_gain=2.54517 1.88228 1.18772 1.59299 1.57292 1.03736 2.8769 1.15747 1.71638 2.95196 1.17998 1.67105 1.03524 1.00176 0.720335 0.285972
threshold=0.17576500000000003 0.083525000000000016 -0.09583499999999999 0.087005000000000013 -0.46848499999999998 -0.10122999999999999 0.080455000000000013 -0.010219999999999998 0.084360000000000018 -0.10236499999999998 0.11405000000000001 -0.14151499999999997 0.102425 -0.45501999999999992 0.093765000000000015 -0.077734999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 8 9 -7 11 12 -9 -13 15 -6
right_child=-2 -3 5 -5 14 7 -8 10 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=-0.00015978703459587434 -0.0015470615311026445 -0.00069085894281892398 -0.0016729306908126577 0.0044025746108097433 0.0024934476437199812 0.0024394445380915221 0.0022279792833812886 0.002027737288496504 0.0024157196797309393 -0.0017311319569795946 0.0001861798153879886 6.4516727272228944e-06 0.0045548994984725673 0.0017726109645093318 0.0037074732542089809 0.0010825393642126221
leaf_weight=56 54 72 72 66 66 53 80 62 73 95 93 68 69 1271 68 52
leaf_count=56 54 72 72 66 66 53 80 62 73 95 93 68 69 1271 68 52
internal_value=0 0.00156115 0.00163347 0.00245095 0.00191806 0.00150334 0.000379185 0.00159904 0.000638826 -0.000236593 0.00173471 0.00183258 0.00335999 0.00168303 0.00254446 0.00187297
internal_weight=0 2316 2244 308 242 1936 152 1784 221 148 1563 1470 131 1339 186 118
internal_count=2370 2316 2244 308 242 1936 152 1784 221 148 1563 1470 131 1339 186 118
is_linear=0
shrinkage=0.0141591


Tree=2433
num_leaves=22
num_cat=0
split_feature=1 10 1 4 4 150 14 50 4 51 4 42 4 1 4 132 43 13 132 1212 13
split_gain=90.6966 16.6789 11.5127 7.59264 7.15102 5.56799 5.11711 4.87539 2.65841 2.90702 2.75001 2.4385 5.94896 1.99561 1.92063 1.20283 1.38478 1.42071 0.932803 0.900153 0.14501
threshold=0.109225 -1.0000000180025095e-35 0.092415000000000011 -0.16772499999999999 0.40780000000000005 0.087865000000000013 0.076175000000000007 0.091445000000000012 0.032965000000000001 -0.030684999999999994 -0.15333499999999997 0.087495000000000003 1.0000000180025095e-35 0.12180500000000001 -0.0037299999999999994 -0.012329999999999999 -1.0000000180025095e-35 -0.079149999999999984 -0.086059999999999984 0.040035000000000008 -0.087129999999999985
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=2 -2 6 -4 5 14 8 11 10 -10 -1 12 -5 -6 -3 18 19 -18 -12 -17 -11
right_child=1 4 3 7 13 -7 -8 -9 9 20 15 -13 -14 -15 -16 16 17 -19 -20 -21 -22
leaf_value=0.0022768097076471439 1.9819289408259403e-05 0.0025612365027677048 0.0030157930015867725 0.00088828018403062079 0.0014252674850796225 0.0010956080089233498 0.0034767386530400943 0.0026041228805256172 0.001812873103850713 0.0024543647466974353 0.0027907287393471891 0.0020904834847919338 0.0021257578564107416 0.00075611257514421803 0.0018558387482376108 0.0028216749891871642 0.002806037486542901 0.0023543636602906177 0.0032350594247427368 0.0025813700177954031 0.0026450204483416152
leaf_weight=103 81 52 63 66 55 59 66 65 54 57 85 84 58 100 76 689 92 143 70 155 97
leaf_count=103 81 52 63 66 55 59 66 65 54 57 85 84 58 100 76 689 92 143 70 155 97
internal_value=0 0.00116933 0.00260828 0.00213364 0.00144149 0.00181245 0.00270725 0.00192996 0.00267436 0.00237702 0.00272059 0.00171914 0.00146734 0.000993749 0.00214264 0.00275761 0.00272397 0.00253132 0.00299159 0.00277758 0.00257465
internal_weight=0 423 1947 336 342 187 1611 273 1545 208 1337 208 124 155 128 1234 1079 235 155 844 154
internal_count=2370 423 1947 336 342 187 1611 273 1545 208 1337 208 124 155 128 1234 1079 235 155 844 154
is_linear=0
shrinkage=0.00281635


Tree=2434
num_leaves=19
num_cat=0
split_feature=1 1 51 132 43 10 1 51 1 1204 4 43 51 50 133 133 43 42
split_gain=3.11034 1.58862 1.90993 1.35328 1.10231 0.91635 1.32291 1.06543 0.903232 0.753275 0.645842 1.37106 0.747887 0.803611 0.682094 0.598203 0.337425 0.283009
threshold=0.15022500000000003 0.092415000000000011 0.10446500000000002 0.082230000000000011 0.0045450000000000013 -1.0000000180025095e-35 0.12986500000000004 -0.10998999999999999 0.088950000000000015 -0.082884999999999986 -0.16270999999999997 -0.10961499999999998 -0.095144999999999993 0.10517000000000001 0.085005000000000011 0.13370500000000005 -0.040789999999999993 -0.091904999999999987
decision_type=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 -3 7 -7 9 -1 -11 15 14 -14 -13 17 -10 -12
right_child=-2 2 -4 -5 -6 6 -8 -9 16 10 11 12 13 -15 -16 -17 -18 -19
leaf_value=0.003466705287989215 -0.002160652574613934 -0.00063712377094591612 0.0032693272483758917 -0.0014814426321901792 -0.00096589880141917991 0.0031673073804685441 0.0038070601411893186 0.0007993543980520264 0.0023833664646576852 0.0005200535815624574 0.0030437097261951747 -0.00092055371095668454 0.0019383932082796952 0.00045693260407095223 0.0015370480967795523 0.0017268235277189748 0.004000292122283357 0.0045895416315637804
leaf_weight=69 55 58 86 63 65 57 55 320 65 100 65 52 914 104 64 52 68 58
leaf_count=69 55 58 86 63 65 57 55 320 65 100 65 52 914 104 64 52 68 58
internal_value=0 0.00167475 0.00104235 0.000732169 0.000983751 0.00124273 0.00149551 0.00115783 0.00195099 0.00183747 0.00175756 0.00185197 0.00164893 0.00178721 0.000433897 0.00316668 0.00321135 0.00377402
internal_weight=0 2315 704 618 555 490 432 377 1611 1478 1409 1309 1134 1018 116 175 133 123
internal_count=2370 2315 704 618 555 490 432 377 1611 1478 1409 1309 1134 1018 116 175 133 123
is_linear=0
shrinkage=0.0159455


Tree=2435
num_leaves=13
num_cat=0
split_feature=1 124 9 52 42 43 49 3 484 51 3 484
split_gain=2.47146 1.74167 2.21409 1.73855 1.52027 1.26259 0.865845 1.34542 1.44386 1.15264 0.722073 0.620543
threshold=0.14846500000000004 -0.051674999999999992 1.0000000180025095e-35 -0.087769999999999987 -0.124985 -0.17157499999999998 0.047620000000000003 0.11372500000000001 -0.084699999999999984 0.045645000000000005 -0.0068249999999999986 -0.012719999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -6 7 8 -7 11 -5 -8
right_child=-2 2 -4 10 5 6 9 -9 -10 -11 -12 -13
leaf_value=0.0024591099256922213 -0.0024138680882301185 0.0034966892679729905 0.0046672776331960469 -0.0001417515865102989 -0.00056398998578479622 0.0029515199006304297 4.0016826185321272e-05 -0.00075773340308445938 0.0011786483342434602 0.0041351892415453142 -0.002709064416140682 0.0020736930110405814
leaf_weight=52 52 101 65 75 100 154 55 94 1242 72 58 243
leaf_count=52 52 101 65 75 100 154 55 94 1242 72 58 243
internal_value=0 0.00138981 0.00152959 -0.000215586 0.00143054 0.00132398 0.00142558 0.00123972 0.00137435 0.00217354 -0.00126272 0.00169897
internal_weight=0 2311 2126 185 2061 1960 1860 1490 1396 370 133 298
internal_count=2363 2311 2126 185 2061 1960 1860 1490 1396 370 133 298
is_linear=0
shrinkage=0.0172599


Tree=2436
num_leaves=19
num_cat=0
split_feature=10 39 0 39 1 52 1 52 43 4 4 52 0 16 1 159 0 0
split_gain=1.90957 1.36449 2.21157 0.927902 0.911026 1.75763 1.03601 1.40523 1.35117 0.996408 0.896745 1.65464 1.63378 2.56282 0.699846 0.544004 0.804843 0.267671
threshold=-0.089679999999999982 0.094095000000000026 0.12500000000000003 0.10940500000000002 0.098370000000000027 0.12371000000000001 0.10647000000000001 -0.085254999999999984 -0.078844999999999985 0.41488500000000006 -0.016339999999999997 0.28251000000000009 -0.019414999999999998 0.0086100000000000013 0.089370000000000019 -1.0000000180025095e-35 -0.084699999999999984 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 10 6 7 -6 -8 -10 11 12 13 -2 15 17 -17 -12
right_child=1 3 -4 -5 5 -7 8 -9 9 -11 14 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0018037093163257307 0.0013379596301046537 -0.0021987690466948031 0.0042108526906465887 0.00071006896068490956 0.00047688054224034475 0.0024892130224537161 -0.0012127840341057488 -0.0031756326036384689 0.0020182909460743307 -0.00035263816807911335 0.0033062282559769532 -0.0012308779555182915 0.0038376457417688423 -0.0011418363818007952 0.0030358813132071892 0.00082629778280953771 0.0022571041086642497 0.0017303034013063437
leaf_weight=60 726 52 59 60 54 89 82 53 133 68 55 81 54 124 88 324 145 56
leaf_count=60 726 52 59 60 54 89 82 53 133 68 55 81 54 124 88 324 145 56
internal_value=0 0.00107675 0.00116453 -0.000638943 0.00108015 0.00046726 5.40401e-06 -0.00133072 0.000511182 0.00121534 0.00125764 0.000951404 0.00114713 0.000976001 0.00170895 0.00150733 0.00126902 0.0025127
internal_weight=0 2303 2191 112 2132 479 390 107 283 201 1653 985 904 850 668 580 469 111
internal_count=2363 2303 2191 112 2132 479 390 107 283 201 1653 985 904 850 668 580 469 111
is_linear=0
shrinkage=0.0159455


Tree=2437
num_leaves=15
num_cat=0
split_feature=1 149 42 4 15 15 51 13 160 3 42 0 0 0
split_gain=1.51105 1.29965 1.09873 1.12534 3.01242 1.12489 1.02858 2.46173 1.75574 1.00278 0.910084 0.769585 0.61528 0.364659
threshold=0.14846500000000004 0.07770500000000001 -0.093464999999999979 0.30163500000000004 -0.4680149999999999 -0.14820999999999998 0.0089800000000000019 0.0019650000000000002 -0.083619999999999986 -0.15680499999999997 0.086700000000000013 -0.13740499999999997 -0.076209999999999986 -0.081444999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 -5 -4 9 8 -8 -7 -6 -11 13 -1
right_child=-2 -3 3 4 10 6 7 -9 -10 11 -12 -13 -14 -15
leaf_value=0.0022004719888625134 -0.002045109008662119 0.0033872271279300763 0.0030249194243923841 0.0026503090909883037 -0.00081572344677122491 0.0033679373815656312 0.0029393419432096413 -0.0035742996120730788 -0.0002675665272464048 -0.00058553225552711622 -0.0038188933034485582 0.0010546263016055423 0.0037824966645539819 0.0003749653480624242
leaf_weight=99 52 68 76 64 79 55 73 52 192 95 52 1301 53 52
leaf_count=99 52 68 76 64 79 55 73 52 192 95 52 1301 53 52
internal_value=0 0.000988411 0.000915603 0.00079221 -0.000478999 0.00092674 0.000836441 -7.14965e-05 0.000615137 0.00103493 -0.00200926 0.000942876 0.00214801 0.00157307
internal_weight=0 2311 2243 2039 195 1844 1768 317 265 1451 131 1396 204 151
internal_count=2363 2311 2243 2039 195 1844 1768 317 265 1451 131 1396 204 151
is_linear=0
shrinkage=0.0176051


Tree=2438
num_leaves=10
num_cat=0
split_feature=9 15 2 123 151 0 13 3 124
split_gain=1.50987 1.10967 0.909352 0.946466 1.16471 0.82812 2.05249 2.20451 0.743914
threshold=-1.0000000180025095e-35 0.14854500000000001 0.14363500000000004 0.084000000000000005 0.032230000000000009 0.062580000000000011 -0.16392499999999996 -0.15500999999999998 -0.081949999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -5
right_child=1 -3 -4 8 -6 -7 7 -9 -10
leaf_value=-0.0015950664980311916 -0.0020198691879201457 -0.0014306537687558002 0.0023745064409430995 -0.0019488817905215158 0.0026839884270205626 0.0021684464689849712 -0.0022474252302057767 0.00088649617493000491 0.00064904017318760047
leaf_weight=71 69 57 92 57 83 100 59 1720 55
leaf_count=71 69 57 92 57 83 100 59 1720 55
internal_value=0 0.000765244 0.000821323 0.000754564 0.000833294 0.000754353 0.00067774 0.000782465 -0.000671597
internal_weight=0 2292 2235 2143 2031 1948 1848 1779 112
internal_count=2363 2292 2235 2143 2031 1948 1848 1779 112
is_linear=0
shrinkage=0.0159455


Tree=2439
num_leaves=9
num_cat=0
split_feature=13 3 3 157 3 48 159 52
split_gain=0.973597 2.37826 0.832674 1.06347 1.27394 1.14508 1.01734 1.04762
threshold=-0.48634999999999995 0.30112000000000005 -0.23303499999999996 -0.14310999999999999 -0.15197999999999998 -0.083824999999999983 0.11819000000000002 0.51339500000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=0.0024507325268044292 0.0020483707307662607 -0.0025912779464183221 -0.0013632718088024075 -0.0013104572552459566 0.0027850425933149498 0.00072033098541168968 -0.0012054196716741663 -0.0011518898265007163
leaf_weight=59 83 55 66 78 55 1828 69 70
leaf_count=59 83 55 66 78 55 1828 69 70
internal_value=0 0.000495207 0.00057076 0.000514064 0.000573143 0.000645883 0.000585988 0.000651197
internal_weight=0 2304 2249 2166 2100 2022 1967 1898
internal_count=2363 2304 2249 2166 2100 2022 1967 1898
is_linear=0
shrinkage=0.0150258


Tree=2440
num_leaves=19
num_cat=0
split_feature=1 2 2 15 52 1 14 43 0 0 52 52 0 43 43 1446 43 1
split_gain=41.133 12.4293 7.49271 9.529 3.99676 4.9631 3.41401 3.14505 2.68353 2.34998 2.00687 1.89821 3.08996 2.93722 1.23514 1.06395 0.744135 0.671622
threshold=0.12072500000000001 0.099450000000000024 0.14721500000000001 -0.13662499999999997 -0.41304999999999997 0.081315000000000012 0.062655000000000016 -0.0068249999999999986 -0.049024999999999992 -0.12324999999999998 -0.0092149999999999992 -0.5335399999999999 -0.066264999999999991 -0.080419999999999978 -0.20207499999999998 0.088500000000000009 -0.06513999999999999 0.097555000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 17 8 9 -7 16 -1 -9 -11 14 -14 -13 -16 -6 -3
right_child=2 4 -4 -5 5 7 -8 10 -10 11 -12 12 13 -15 15 -17 -18 -19
leaf_value=0.0014066024809543472 0.00040531998411682168 0.0015807463904774382 -5.7924087706678945e-05 0.0016350812118271091 0.0018608156932295157 0.00053037231974608278 0.0024135121500328265 0.00084183684589380411 0.0010080045938388738 0.0022759223085572319 0.0014958256088715106 0.0021710376206547691 0.00098475785520938872 0.0017304861385673113 0.0017985144432309775 0.0021302130228925617 0.0015185766846695687 0.0019488006904526331
leaf_weight=95 98 66 74 66 69 70 57 54 52 54 65 66 54 86 1096 65 98 61
leaf_count=95 98 66 74 66 69 70 57 54 52 54 65 66 54 86 1096 65 98 61
internal_value=0 0.00169928 0.000602312 0.000900387 0.00136979 0.00124897 0.00181132 0.000951679 0.00150542 0.00178866 0.00119928 0.00181418 0.00179593 0.00144304 0.00183617 0.00181711 0.00166014 0.00175774
internal_weight=0 2108 238 164 535 408 1573 189 219 1516 119 1421 1367 140 1227 1161 167 127
internal_count=2346 2108 238 164 535 408 1573 189 219 1516 119 1421 1367 140 1227 1161 167 127
is_linear=0
shrinkage=0.00250084


Tree=2441
num_leaves=23
num_cat=0
split_feature=2 2 2 150 2 52 52 133 0 51 52 475 52 159 158 51 52 160 52 158 2 0
split_gain=30.1231 15.6668 11.758 7.47201 6.49586 3.37025 4.88856 3.19367 2.28731 1.47089 1.83593 1.40813 1.16368 2.01999 1.28263 1.30147 0.761793 0.735419 0.518519 0.400841 0.171944 0.155651
threshold=0.12454500000000002 -1.0000000180025095e-35 0.099450000000000024 1.0000000180025095e-35 0.16730000000000003 0.0029250000000000005 -0.41304999999999997 0.086805000000000007 -0.076639999999999986 -0.088439999999999977 -0.092264999999999986 -0.085684999999999997 0.11232500000000002 -0.032739999999999991 0.085030000000000008 0.093530000000000016 -0.059354999999999991 -0.40995499999999996 0.12469000000000001 0.10777500000000001 0.14234000000000005 0.056265000000000009
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 7 9 5 8 6 21 -1 -2 10 -3 -11 14 17 15 -13 -8 -14 -7 -16 -10 -4
right_child=4 2 3 -5 -6 18 16 -9 20 11 -12 12 13 -15 19 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0015876779643856787 0.00089613797959774957 0.0023393444829001254 0.0023195711370552065 0.00099508953199317564 0.00024332852788318059 0.0021730901112081581 0.0012165900542806635 0.00072656545668986689 0.0016633583935318184 0.0028118768695211418 0.0017447574117642412 0.0023225670262277324 0.0026300587568582261 0.0018595273803070013 0.0028486193436844049 0.0027131188391395257 0.0016360198234865982 0.0021725396519920916 0.0025244480417153988 0.0025018886026277115 0.0014462969523297202 0.0021003773406176813
leaf_weight=87 57 93 58 70 52 74 66 53 68 52 70 929 57 96 52 71 68 53 60 55 53 52
leaf_count=87 57 93 58 70 52 74 66 53 68 52 70 929 57 96 52 71 68 53 60 55 53 52
internal_value=0 0.00215497 0.00221823 0.00182457 0.00110254 0.0019781 0.00178438 0.0012619 0.00135338 0.00233362 0.00208418 0.00236339 0.0023456 0.00215355 0.00238132 0.00235033 0.00142966 0.00240989 0.00233063 0.00267067 0.00156853 0.00221622
internal_weight=0 2116 1976 448 230 378 244 140 178 1528 163 1365 1313 206 1107 1000 134 110 134 107 121 110
internal_count=2346 2116 1976 448 230 378 244 140 178 1528 163 1365 1313 206 1107 1000 134 110 134 107 121 110
is_linear=0
shrinkage=0.00276112


Tree=2442
num_leaves=13
num_cat=0
split_feature=0 16 15 16 1446 0 150 15 13 1204 0 2
split_gain=2.55376 2.78435 1.61509 1.51545 1.09 1.04698 1.5618 1.04897 1.45069 1.30751 0.940407 0.581172
threshold=0.10396000000000001 0.15454000000000004 -0.37478999999999996 -0.34140499999999996 0.10573500000000001 -0.037224999999999994 0.116995 -0.12431499999999999 -0.16392499999999996 -0.084344999999999989 -0.10417499999999999 0.099450000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 10 -9 -10 -4 -7
right_child=1 -3 4 -5 -6 11 -8 8 9 -11 -12 -13
leaf_value=0.00073510296633653104 -0.0042693667554817806 0.00058581137218817101 0.0036454985811148269 -0.0024179169204521216 -0.0012301159390505855 0.0035969968815373729 -0.0013677719760436943 -0.0014797625959630954 -0.0012577047792105948 0.0011889254863290814 0.0011548796518580627 0.0014321817290092525
leaf_weight=95 53 76 79 70 53 67 69 60 60 1517 82 65
leaf_count=95 53 76 79 70 53 67 69 60 60 1517 82 65
internal_value=0 -0.00140761 0.000945938 -0.00060149 0.00107045 0.00113153 0.0010324 0.00112461 0.00100122 0.00109573 0.00237806 0.0025323
internal_weight=0 129 2217 165 2052 1999 1867 1798 1637 1577 161 132
internal_count=2346 129 2217 165 2052 1999 1867 1798 1637 1577 161 132
is_linear=0
shrinkage=0.0162644


Tree=2443
num_leaves=25
num_cat=0
split_feature=15 12 12 151 151 160 12 51 15 15 52 16 123 41 16 52 12 15 48 12 48 132 42 159
split_gain=75.8355 29.5565 10.852 7.7366 6.14334 4.78058 3.33903 2.83538 2.2205 3.65631 2.21014 2.07805 2.00947 1.83817 1.52165 1.29202 1.83322 1.87629 1.11542 0.989647 0.930659 0.859209 0.670956 0.7026
threshold=-0.24269999999999997 0.054520000000000006 0.11769500000000001 0.0031850000000000003 -0.014594999999999999 -1.0000000180025095e-35 0.089765000000000025 -0.097374999999999975 -0.035449999999999988 -0.061559999999999997 -0.054974999999999989 -0.41574999999999995 0.083945000000000006 0.075585000000000013 -0.061394999999999998 -0.14715499999999998 0.084160000000000013 -0.0093649999999999983 0.084725000000000009 0.10321000000000001 0.081735000000000016 -0.014134999999999998 -0.085679999999999992 -1.0000000180025095e-35
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=5 3 6 4 12 -1 13 -6 9 19 -9 -7 -2 15 -12 -3 17 -17 -18 20 -8 -10 -23 -24
right_child=1 2 -4 -5 7 11 8 10 21 -11 14 -13 -14 -15 -16 16 18 -19 -20 -21 -22 22 23 -25
leaf_value=0.0016961681051145139 0.0023047437854947315 0.0036388664007839283 0.0022503063152699734 0.0013296058973105379 0.0032976264476599596 0.0011809485188853859 0.0030028326507950411 0.0021072515023655186 0.0035178979526096586 0.0022283159739846614 0.002525755152449796 0.00042594077592046967 0.0016464926272554427 0.0038635044378017326 0.003160783778562869 0.0033456198512207486 0.003385301091311401 0.0026476200895047854 0.0029771204960317198 0.0027028840346696547 0.0034428643432043225 0.0034034525916446629 0.0033767725847920062 0.0030481309238157318
leaf_weight=81 97 87 97 52 61 58 120 53 62 54 71 58 60 52 53 56 495 69 61 53 58 76 65 297
leaf_count=81 97 87 97 52 61 58 120 53 62 54 71 58 60 52 53 56 495 69 61 53 58 76 65 297
internal_value=0 0.00299679 0.00316611 0.00235203 0.00248656 0.00117081 0.00322144 0.00277218 0.00308965 0.00289017 0.00259093 0.000803704 0.00205337 0.00334756 0.00279742 0.00331259 0.00327087 0.00296056 0.00334057 0.00304476 0.00314638 0.00320329 0.00315869 0.00310722
internal_weight=0 2149 1702 447 395 197 1605 238 785 285 177 116 157 820 124 768 681 125 556 231 178 500 438 362
internal_count=2346 2149 1702 447 395 197 1605 238 785 285 177 116 157 820 124 768 681 125 556 231 178 500 438 362
is_linear=0
shrinkage=0.00281635


Tree=2444
num_leaves=18
num_cat=0
split_feature=1 1 147 15 3 39 14 1 484 50 49 16 159 49 49 16 16
split_gain=68.7425 12.3744 7.92728 5.6634 6.52954 4.17183 3.62508 2.92292 2.58468 1.99966 1.37852 1.27658 1.19128 1.39812 1.04276 0.313026 0.190497
threshold=0.10732500000000002 0.13554500000000003 0.08598500000000002 -0.24042999999999998 -0.036004999999999988 0.081875000000000017 0.062655000000000016 0.090475000000000014 -0.084954999999999989 0.094500000000000015 0.11885500000000002 -0.075779999999999986 0.087410000000000015 -0.007794999999999999 -0.045299999999999993 -0.0068949999999999992 0.052915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 16 6 8 -7 9 15 12 -3 13 -10 -6 -1 -5
right_child=1 11 -4 4 14 7 -8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0031698277444046456 0.0011992327175712912 0.00053072748111048678 0.0018457759640949163 0.0025093040121255436 0.0019062148541391117 0.0027731779327064368 0.0036365202500559203 0.001773048019276306 0.0026068735928286156 0.0037104622833998326 0.002412758304120733 0.0011278437394695087 0.002527602620879726 0.0029076314518672853 0.0013282929356327943 0.0028484260880168814 0.0027775137588990735
leaf_weight=55 87 84 72 52 54 53 57 52 159 52 69 52 98 1178 59 61 52
leaf_count=55 87 84 72 52 54 53 57 52 159 52 69 52 98 1178 59 61 52
internal_value=0 0.00150903 0.00281982 0.00184434 0.00210283 0.00285804 0.00289324 0.00227818 0.00286788 0.00322085 0.00282843 0.000759271 0.0028484 0.00287189 0.00160475 0.00300109 0.00264372
internal_weight=0 440 1906 304 217 1834 1729 105 1672 168 1504 136 1435 1337 113 116 104
internal_count=2346 440 1906 304 217 1834 1729 105 1672 168 1504 136 1435 1337 113 116 104
is_linear=0
shrinkage=0.00298873


Tree=2445
num_leaves=22
num_cat=0
split_feature=1 16 1 12 49 1 0 0 16 0 43 1 4 4 12 1213 1 12 4 4 129
split_gain=89.7505 17.2826 8.42395 7.32982 6.14391 8.6149 4.37727 3.84607 2.76344 2.47213 1.72133 1.61582 1.57569 1.49553 2.33383 1.28996 1.12976 1.40478 1.11089 0.64953 0.520873
threshold=0.10335000000000001 0.38845000000000002 0.13662500000000002 0.088105000000000003 -0.020999999999999994 0.081315000000000012 0.12539500000000003 -0.057864999999999993 -0.071629999999999985 -0.082064999999999985 0.019675000000000002 0.11481500000000001 0.032965000000000001 -1.0000000180025095e-35 0.077755000000000005 -0.061914999999999991 0.090905000000000014 0.084475000000000008 0.014585000000000002 -0.057539999999999994 0.082815000000000014
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=4 2 3 9 5 -1 8 -4 10 11 16 -2 13 14 -10 -16 17 -6 -11 -12 -19
right_child=1 -3 7 -5 6 -7 -8 -9 12 18 19 -13 -14 -15 15 -17 -18 20 -20 -21 -22
leaf_value=0.002887228759267055 0.0012464219062421108 0.0025263582370166093 0.0011072866851319124 0.0021729797930227727 0.0034306221881200342 0.0017539889415525021 0.0020651919052883235 6.9307931986243462e-05 0.0022570042121528456 0.0012764204413740206 0.002588801883661721 0.00064732665450671655 0.0023830834701541017 0.0031864979876927821 0.0024473882869809767 0.0028534970053163133 0.0026920412338220512 0.0030735555910823562 0.0018396033923459777 0.0029390396186446525 0.0027957447168189069
leaf_weight=103 83 101 55 86 82 102 55 54 67 55 99 59 83 66 69 500 60 367 53 72 63
leaf_count=103 83 101 55 86 82 102 55 54 67 55 99 59 83 66 69 500 60 367 53 72 63
internal_value=0 0.00149494 0.00126077 0.00147721 0.00277409 0.00232352 0.00283242 0.000593329 0.00286001 0.00123774 0.00298117 0.00099771 0.0027453 0.00278808 0.00274669 0.0028043 0.00305428 0.00309667 0.00155307 0.00273644 0.00303292
internal_weight=0 546 445 336 1788 205 1583 109 1528 250 743 142 785 702 636 569 572 512 108 171 430
internal_count=2334 546 445 336 1788 205 1583 109 1528 250 743 142 785 702 636 569 572 512 108 171 430
is_linear=0
shrinkage=0.00276112


Tree=2446
num_leaves=19
num_cat=0
split_feature=40 11 0 0 10 147 4 4 13 1 133 13 13 4 13 43 4 52
split_gain=1.10245 1.61321 1.71751 1.57557 2.35854 1.27662 1.08284 3.88131 0.967943 0.813658 0.773272 0.813787 1.94142 1.86495 0.76822 0.61219 0.597492 0.540007
threshold=0.0064400000000000004 0.080705000000000013 -0.068669999999999995 -0.088884999999999978 -0.012544999999999999 1.0000000180025095e-35 -0.016339999999999997 -0.080954999999999985 -0.15569499999999997 0.081005000000000008 -0.081804999999999989 0.17001000000000002 0.039845000000000012 -0.37983499999999992 -0.0076349999999999986 -0.0062049999999999996 0.029980000000000003 0.087555000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 -8 15 14 12 13 -12 17 -10 -11 -6
right_child=-2 2 -4 4 10 -7 8 -9 9 16 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0029768848269293101 -0.00098688066953937651 0.0057921567148019161 0.0017984580206620003 -0.0018410990788661626 0.001352301599162304 -0.0014589587565634829 0.0035996508461365786 -0.0036197894827826069 0.0011850125162725853 -0.00082910500907153867 0.0043364944449511477 0.0035581118863000343 -0.00078582889452011773 0.0016430202030464863 0.0044318640487653622 0.0031324363782749354 0.0011129639989904457 0.0035931877371080645
leaf_weight=52 52 57 81 53 91 71 55 59 148 84 87 74 93 960 70 76 118 53
leaf_count=52 52 57 81 53 91 71 55 59 148 84 87 74 93 960 70 76 118 53
internal_value=0 0.00160335 0.00344939 0.00148444 0.00180385 0.000770656 0.00103838 -0.000527762 0.00140018 0.00111577 0.00193927 0.00176687 0.00165043 0.00186701 0.00291638 0.00184658 0.000304441 0.00217838
internal_weight=0 2282 138 2144 1481 663 592 111 481 426 1428 1214 1140 1047 214 224 202 144
internal_count=2334 2282 138 2144 1481 663 592 111 481 426 1428 1214 1140 1047 214 224 202 144
is_linear=0
shrinkage=0.0176051


Tree=2447
num_leaves=18
num_cat=0
split_feature=16 16 12 160 15 15 41 3 52 52 159 15 42 16 3 16 15
split_gain=0.853853 2.03715 1.32215 1.32079 1.29195 1.50209 1.25986 1.20864 2.79328 1.17528 1.10484 1.01293 0.806369 0.718334 0.659481 0.606208 0.223419
threshold=-0.116045 -0.09391999999999999 -0.097959999999999978 -0.53327999999999987 -0.089484999999999995 0.082365000000000008 0.075585000000000013 -0.11197999999999998 -0.22243999999999997 0.51358000000000004 -0.085469999999999977 -0.03886499999999999 0.087365000000000012 -0.088629999999999987 -0.049204999999999992 -0.44010499999999991 -0.12431499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 14 11 7 8 -5 10 12 -6 -9 -12 16 -16 -4
right_child=1 3 4 6 5 -7 -8 9 -10 -11 13 -13 -14 -15 15 -17 -18
leaf_value=0.0047088720498295192 -0.0013242163136703198 -0.0015062124648941989 0.0024752811140502382 0.0026047120716432355 0.0023424930223431405 0.00047480872886485688 0.0039062818460308645 0.0048046758684819829 -0.0023254697506809455 -0.0010973166079419098 0.0028403462890766481 0.0056647236183636103 0.0016781365171869862 0.001271259385302214 0.0010422815288760711 -0.0016613198665839228 0.00087058607608843212
leaf_weight=52 102 53 58 64 61 60 61 55 88 57 102 58 52 1249 55 52 55
leaf_count=52 102 53 58 64 61 60 61 55 88 57 102 58 52 1249 55 52 55
internal_value=0 0.00114292 0.00201361 0.00128433 0.00166187 0.00279507 0.00137003 0.00127711 -0.000248342 0.00143028 0.00152923 0.00396334 0.00328703 0.00138987 0.000738987 -0.000269827 0.00169593
internal_weight=0 1883 451 1781 399 179 1728 1667 152 1515 1458 119 107 1351 220 107 113
internal_count=2334 1883 451 1781 399 179 1728 1667 152 1515 1458 119 107 1351 220 107 113
is_linear=0
shrinkage=0.0179572


Tree=2448
num_leaves=18
num_cat=0
split_feature=1 52 0 0 39 1 150 1 16 1 15 4 0 16 474 133 0
split_gain=68.3557 16.9294 6.22129 6.21535 5.96444 4.47842 3.98512 7.05534 3.96465 4.01948 3.94838 3.37975 4.66299 2.20254 1.32383 2.84242 1.39695
threshold=0.10538500000000002 -0.40809499999999993 -0.061994999999999995 -0.082654999999999992 0.081875000000000017 0.13730000000000001 1.0000000180025095e-35 0.085265000000000021 -0.059624999999999991 0.11507500000000002 -0.22805999999999996 -0.50388999999999984 -0.060199999999999997 0.39524000000000009 0.085165000000000018 0.085605000000000014 -0.14151499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 6 -4 10 -8 9 -3 -1 -12 14 -14 16 -16 -13
right_child=1 2 5 -5 -6 -7 7 -9 -10 -11 11 12 13 -15 15 -17 -18
leaf_value=0.003509965550046124 0.0030045266268225483 0.0020808214032230193 0.0012377260897557176 0.002217591901971266 0.001999956857162582 0.00023980706531530788 0.0027880484717133012 0.0016033318913525091 0.00062755795232688233 0.0011764269163056086 0.0033509979154576586 0.0031431003562929862 0.0019402564089585816 0.0026598756208482338 0.0019794282736861285 0.0028739676301029735 0.0027525805381179878
leaf_weight=53 53 63 93 82 100 58 95 69 52 103 66 79 89 55 53 61 1110
leaf_count=53 53 63 93 82 100 58 95 69 52 103 66 79 89 55 53 61 1110
internal_value=0 0.00149837 0.0013213 0.0015561 0.00266986 0.000854619 0.00270857 0.00228978 0.00130714 0.00151984 0.00275241 0.00272585 0.00269732 0.00221532 0.00275056 0.00245835 0.00277855
internal_weight=0 504 451 300 1830 151 1730 164 218 166 1566 1513 1447 144 1303 114 1189
internal_count=2334 504 451 300 1830 151 1730 164 218 166 1566 1513 1447 144 1303 114 1189
is_linear=0
shrinkage=0.00281635


Tree=2449
num_leaves=18
num_cat=0
split_feature=2 2 41 2 160 4 51 1 16 49 2 1 16 43 4 4 4
split_gain=1.36994 1.39557 1.01197 1.33468 1.30623 1.78277 1.55623 1.95176 1.22172 1.68544 1.59948 0.956891 1.16918 0.819166 1.97484 1.58503 0.613411
threshold=-0.15339499999999998 -0.0091949999999999983 0.086565000000000017 0.10981000000000002 -0.53447999999999996 -0.10429499999999998 -0.089864999999999987 0.078435000000000019 -0.0024749999999999993 0.097360000000000016 0.12708000000000003 0.11481500000000001 -0.16238499999999997 -1.0000000180025095e-35 0.0030100000000000001 0.0051600000000000005 0.13072500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 11 10 -10 16 -13 15 -15 -7 -5
right_child=1 2 -4 8 5 13 7 -9 9 -11 -12 12 -14 14 -16 -17 -18
leaf_value=0.0039353492604782972 -0.00098441288747829316 -0.0010354116424253377 0.0033441842110791945 0.0030849072376442307 0.0010231168466135244 0.0018389226128917406 0.0021678096543934762 0.0066851300596807509 -0.0034937088256015709 0.0017090740313714077 0.00037959901581520011 0.00145175559562849 -0.0018979225734231759 -0.00025408175085745328 0.0023351988699344844 0.00011065773186580229 0.00079782593278901481
leaf_weight=53 82 60 65 77 64 902 57 53 70 57 54 70 52 247 128 183 60
leaf_count=53 82 60 65 77 64 902 57 53 70 57 54 70 52 247 128 183 60
internal_value=0 0.00118184 0.0012627 0.00119921 0.00141492 0.00150501 0.00312482 0.00434598 0.000368308 -0.000697695 -0.00180549 0.00111397 2.25432e-05 0.00131184 0.000629244 0.00154759 0.00208458
internal_weight=0 2281 2199 2134 1694 1634 174 110 440 181 124 259 122 1460 375 1085 137
internal_count=2334 2281 2199 2134 1694 1634 174 110 440 181 124 259 122 1460 375 1085 137
is_linear=0
shrinkage=0.0169215


Tree=2450
num_leaves=20
num_cat=0
split_feature=11 1455 0 157 16 0 49 401 160 13 16 160 16 1210 13 42 52 1456 13
split_gain=1.83173 1.46861 1.14722 1.18392 1.15693 0.981772 0.937231 0.88658 1.07827 0.767533 1.12972 0.991234 1.19255 0.725725 0.776366 0.785551 0.668592 0.524598 0.393764
threshold=0.093970000000000012 -0.072959999999999983 -0.09194999999999999 -0.078969999999999985 -0.073774999999999993 0.12445000000000002 -0.086904999999999996 0.080710000000000018 -0.51511999999999991 -0.090139999999999984 -0.28430999999999995 0.051820000000000005 -0.052894999999999991 -0.087769999999999973 1.0000000180025095e-35 -0.050989999999999994 0.10539000000000001 0.087065000000000017 -0.089189999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 13 7 -5 8 -6 10 -8 12 -11 -4 16 -16 18 -10 -15
right_child=-2 2 4 6 5 -7 9 -9 17 11 -12 -13 -14 14 15 -17 -18 -19 -20
leaf_value=0.0030835280283573112 -0.0017603473071207245 -0.0019286453797852979 0.00010209869266632979 -0.0013331244063989431 0.0030220729390979095 0.0028531059851243435 0.00022560685468039121 -0.0013055179953765999 0.00079410584502265019 0.00046698247075395221 0.0028747358670346587 0.0018048598728336604 -0.0021280081293573515 0.00097048590477894295 0.0018735799668421378 -0.00050952517070237719 0.0036618812497455533 -0.00071121683524859585 0.0022017498615099725
leaf_weight=86 61 52 66 58 53 57 74 53 718 190 92 90 59 85 81 62 67 64 305
leaf_count=86 61 52 66 58 53 57 74 53 718 190 92 90 59 85 81 62 67 64 305
internal_value=0 0.00103802 0.00095892 0.000372636 0.00118263 0.00082355 0.000585491 0.000693083 0.000820144 0.000806183 0.00169482 0.000370536 -0.000147211 0.00169188 0.00186647 0.000839155 0.00218755 0.00067069 0.00193383
internal_weight=0 2312 2226 615 1611 945 563 888 835 505 166 339 249 666 600 143 457 782 390
internal_count=2373 2312 2226 615 1611 945 563 888 835 505 166 339 249 666 600 143 457 782 390
is_linear=0
shrinkage=0.0159455


Tree=2451
num_leaves=25
num_cat=0
split_feature=4 3 150 2 2 15 43 4 2 0 13 15 403 131 2 4 15 42 3 475 1210 42 42 12
split_gain=34.5868 17.1915 6.62765 6.25406 3.60409 3.13822 4.92643 4.55548 2.32076 2.16213 2.79688 2.14705 1.92506 1.60818 1.14084 1.07376 1.00313 0.940729 0.924959 0.889607 0.712902 0.93489 0.697376 0.616415
threshold=0.36766000000000004 -0.063814999999999997 0.094605000000000009 0.14234000000000005 0.074875000000000011 0.03981500000000001 -0.12584499999999996 -0.097514999999999977 0.093200000000000019 -0.14454499999999995 -0.044684999999999996 -0.46503999999999995 -0.066354999999999983 0.090445000000000011 0.085600000000000023 -0.060264999999999992 -0.085749999999999979 0.087755000000000014 0.077930000000000013 -0.085684999999999997 -0.0061249999999999994 0.090625000000000025 0.085790000000000019 0.090840000000000018
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 3 4 -3 6 -1 -7 -6 -10 -11 -2 -8 14 16 17 -14 22 -13 -16 -19 -22 23 -9
right_child=11 2 -4 -5 8 7 12 15 9 10 -12 18 13 -15 19 -17 -18 20 -20 -21 21 -23 -24 -25
leaf_value=0.0012592454380283555 0.0011791634842373395 0.0012449194987349274 0.00063682964408169791 0.00076369720039455471 0.0023027866008737876 0.0029464665991608815 0.0015684518225363559 0.0021473823821792724 0.0012639504823869707 0.0014840419282994316 0.0022202388557389348 0.00046796302084672669 0.0021316344839796414 0.0016818271094036631 0.0023476986294687454 0.0018105942611840525 0.0026654913326920465 0.0023281074119406143 0.00091632610389962097 0.0020166793902124066 0.0016508895501259411 0.0020906684108863735 0.002573062575254248 0.0024024144140853626
leaf_weight=71 93 88 62 59 81 63 64 244 56 72 96 97 60 72 78 66 54 60 59 410 53 147 55 113
leaf_count=71 93 88 62 59 81 63 64 244 56 72 96 97 60 72 78 66 54 60 59 410 53 147 55 113
internal_value=0 0.00194976 0.00150112 0.00161961 0.00174803 0.00209297 0.00196892 0.00221823 0.00189309 0.0017448 0.0019049 0.000840072 0.00203715 0.00208161 0.00212938 0.00215602 0.00238478 0.0021899 0.000637729 0.00206965 0.00205605 0.00197428 0.0022743 0.00222819
internal_weight=0 2124 514 452 393 1610 809 801 305 224 168 249 738 674 602 738 114 672 156 488 260 200 412 357
internal_count=2373 2124 514 452 393 1610 809 801 305 224 168 249 738 674 602 738 114 672 156 488 260 200 412 357
is_linear=0
shrinkage=0.00281635


Tree=2452
num_leaves=25
num_cat=0
split_feature=3 16 3 150 42 3 0 150 124 3 3 133 1455 474 3 3 133 3 3 42 51 0 13 42
split_gain=70.8605 20.4675 19.4185 11.404 9.16006 7.83616 7.45348 5.29255 4.264 4.77394 2.4495 2.33294 1.80837 1.91347 1.64387 2.62928 1.42448 1.11226 1.09028 1.14954 1.01145 0.991948 0.480331 0.14553
threshold=-0.050489999999999993 -0.41163499999999992 0.30112000000000005 0.089155000000000012 0.086375000000000021 -0.13392999999999997 -0.071844999999999978 -1.0000000180025095e-35 -0.043384999999999993 0.10812000000000001 0.06269000000000001 -0.029369999999999997 -0.072959999999999983 0.090685000000000016 -0.23303499999999996 -0.10237999999999998 0.088385000000000005 -0.082744999999999985 -0.086709999999999982 0.089235000000000023 0.095820000000000016 -0.087404999999999997 -0.061199999999999991 -0.04825999999999999
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 3 4 7 -1 12 -2 -9 10 -10 -8 -3 16 -13 -16 20 -17 23 -20 21 -14 -19 -18
right_child=2 6 -4 -5 -6 -7 11 8 9 -11 -12 14 13 -15 15 17 18 22 19 -21 -22 -23 -24 -25
leaf_value=0.0016215509236292148 0.0020779056873767117 0.0040985345835808564 0.0010827001408842863 0.001550750015574777 0.0019491170567531369 0.003081004749757961 0.0026184080101137189 0.0025149575652517312 0.0031539321710744705 0.0026455832533835203 0.0038893646369424634 0.0036831158888303243 0.0035895936268019474 0.0030739289003005308 0.0025885419173464152 0.0036436090643884741 0.0035705526500865539 0.0033317156981015773 0.0029747256125089465 0.0034834301943166201 0.003382393751061921 0.0038087840476836994 0.0029882248882081301 0.0037983985166468227
leaf_weight=64 52 69 89 83 102 58 53 83 68 68 85 65 269 52 52 61 54 77 56 113 77 502 65 56
leaf_count=64 52 69 89 83 102 58 53 83 68 68 85 65 269 52 52 61 54 77 56 113 77 502 65 56
internal_value=0 0.00345107 0.00232675 0.00253135 0.00270899 0.00231564 0.00353651 0.00292662 0.0030717 0.00328065 0.00356271 0.00317955 0.00364317 0.00361649 0.00327239 0.00316758 0.0036415 0.00331575 0.00346174 0.00331505 0.00370061 0.00373235 0.0031747 0.00368683
internal_weight=0 1743 630 541 458 122 1621 356 304 221 153 373 1248 1179 320 255 1127 203 279 169 848 771 142 110
internal_count=2373 1743 630 541 458 122 1621 356 304 221 153 373 1248 1179 320 255 1127 203 279 169 848 771 142 110
is_linear=0
shrinkage=0.00287267


Tree=2453
num_leaves=28
num_cat=0
split_feature=15 15 15 0 9 13 0 1 484 133 1 52 43 43 13 43 12 157 151 1 157 43 11 133 12 15 15
split_gain=2.26388 2.29743 2.12792 3.27572 1.80882 1.52645 1.50717 1.33393 1.25493 1.11159 0.965714 0.84451 0.917242 0.712721 0.718527 2.01232 0.709862 0.956969 1.40206 0.801062 0.614882 0.607209 0.493238 0.433569 0.399663 0.143223 0.0884903
threshold=0.03981500000000001 0.13673000000000005 -0.0073899999999999999 0.047740000000000012 1.0000000180025095e-35 -0.076734999999999984 -0.067329999999999987 0.10932500000000002 -0.077774999999999983 0.089135000000000006 0.11551000000000002 0.0033500000000000005 -0.072864999999999985 0.019675000000000002 -0.083814999999999987 -0.0058249999999999994 -0.064509999999999984 -0.079594999999999985 -0.091874999999999984 0.078015000000000015 -0.086284999999999987 0.099260000000000015 0.082245000000000013 0.092120000000000021 0.090840000000000018 0.088520000000000015 -0.077134999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 5 7 -4 8 16 -2 10 -9 12 -12 14 15 -10 -1 20 -19 -20 26 -15 -5 24 -16 -25 -18
right_child=1 -3 3 22 -6 -7 -8 9 13 -11 11 -13 -14 21 23 -17 17 18 19 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.0029511505447686872 -0.0004781623160263497 -0.0011013479715050116 -0.0005645719569237678 0.0020369869150297427 -0.0017976949689874706 -0.0042289973522503729 0.0042055938133114474 -0.00082569462790838064 0.0051996605435064231 -0.0016807232291123477 0.00047274003612058371 -0.00034372126489882516 0.0030901590740954072 0.00017856223554966441 0.0019414551880460849 0.0012833281990364057 0.0022776591436253898 0.0033405961579622096 0.0012498505897317719 -9.4542238773358172e-05 0.0038760621862225196 0.0021786596922237634 4.5968086252202359e-05 0.0018197477155470949 0.0032674599520677527 0.00077327854475172904 0.0013518279678898511
leaf_weight=85 54 62 56 77 52 60 77 69 70 56 58 53 83 85 190 64 52 65 391 158 55 71 54 61 84 75 56
leaf_count=85 54 62 56 77 52 60 77 69 70 56 58 53 83 85 190 64 52 65 391 158 55 71 54 61 84 75 56
internal_value=0 0.00185785 0.000840872 -0.000509536 0.00111153 -0.00246143 0.00207884 0.00123977 0.00186143 0.000358154 0.000792934 0.00136951 0.0020147 0.00204215 0.0023149 0.00333044 0.00156583 0.00141406 0.00112523 0.00086263 0.00250101 0.00108995 0.00121756 0.00198257 0.00234859 0.0012439 0.00179917
internal_weight=0 893 1480 247 1233 116 831 1181 754 319 263 194 141 700 544 134 862 777 614 549 163 156 131 410 274 136 108
internal_count=2373 893 1480 247 1233 116 831 1181 754 319 263 194 141 700 544 134 862 777 614 549 163 156 131 410 274 136 108
is_linear=0
shrinkage=0.0159455


Tree=2454
num_leaves=25
num_cat=0
split_feature=1 3 52 1 50 4 4 1 52 4 4 4 1 52 483 15 3 52 4 50 403 47 456 15
split_gain=53.9796 9.49658 7.17482 6.09715 4.96347 3.64497 3.18066 3.06859 2.70415 2.35228 3.87162 2.315 2.39395 2.29521 1.30768 0.973715 2.83445 7.81257 2.71365 0.821191 0.767626 0.664963 0.786225 0.350897
threshold=0.10932500000000002 -0.064294999999999977 -0.23574499999999998 0.092655000000000015 0.10883000000000001 0.032965000000000001 0.043850000000000007 0.13712000000000005 0.0029250000000000005 0.41379000000000005 0.056815000000000011 0.04105000000000001 1.0000000180025095e-35 -0.081594999999999987 -0.096724999999999992 0.03981500000000001 -0.097574999999999981 -0.14488499999999996 -0.097514999999999977 0.098785000000000026 -0.43469499999999994 0.087235000000000021 0.041000000000000002 -0.090909999999999977
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 -2 11 7 14 13 9 23 10 -4 12 -3 -5 -1 16 17 -16 -17 20 -20 22 -18 -7
right_child=2 3 4 6 -6 8 -8 -9 -10 -11 -12 -13 -14 -15 15 18 21 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0030772773466279917 0.0023808123317983171 0.0022843751688952957 0.0011287854029533317 0.0018552517518644152 0.0020556276172627955 0.0021776916146757745 0.002304296436039203 0.00074431813355846626 0.0026792424378253602 0.0010146013161130101 0.0021455371718151484 0.0020153915013456109 0.0029503795430198408 0.0010583896389546588 0.0029677376670847284 0.0033022433981490448 0.0028079128704686794 0.0016946893987721924 0.0024761711911122329 0.0023533894031013843 0.0027479439487126953 0.002456351380560824 0.0024520454563388447 0.0018672748388925758
leaf_weight=61 53 84 61 58 55 53 52 96 76 93 54 71 82 53 65 58 276 85 96 56 535 77 59 64
leaf_count=61 53 84 61 58 55 53 52 96 76 93 54 71 82 53 65 58 276 85 96 56 535 77 59 64
internal_value=0 0.00253144 0.00143184 0.00215145 0.00129166 0.00262879 0.00173976 0.00115334 0.00227256 0.00134198 0.00160647 0.00243447 0.00261354 0.00147503 0.00267903 0.00266042 0.00257271 0.00224654 0.00272654 0.00267789 0.00270664 0.00269139 0.00274533 0.00200814
internal_weight=0 1961 412 400 359 1561 163 304 193 208 115 237 166 111 1368 1307 562 150 745 687 631 412 335 117
internal_count=2373 1961 412 400 359 1561 163 304 193 208 115 237 166 111 1368 1307 562 150 745 687 631 412 335 117
is_linear=0
shrinkage=0.00276112


Tree=2455
num_leaves=17
num_cat=0
split_feature=1 52 14 39 124 131 2 15 15 4 49 52 15 51 156 1
split_gain=53.1151 10.8739 7.73436 6.52002 6.28902 4.76591 3.85094 2.31094 2.6966 1.91878 2.10124 1.96214 1.89612 1.26722 1.48846 0.895458
threshold=0.104035 -0.41304999999999997 0.054835000000000009 0.087735000000000021 -0.072314999999999977 0.086835000000000009 0.11736500000000001 -0.015464999999999998 -0.088774999999999979 0.054560000000000004 -0.076494999999999994 0.0029250000000000005 -0.42075999999999997 0.11178000000000002 0.087205000000000019 0.12835000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 7 9 8 12 10 -6 -11 -3 14 -12 -5
right_child=1 3 -4 15 6 -7 -8 -9 -10 11 13 -13 -14 -15 -16 -17
leaf_value=0.001635712311857464 0.0026064332187874205 0.0015772786256493105 0.0033627939627649942 0.0010252850887855559 0.0029834732127121109 0.0021604202871147562 0.0018651234565148858 0.00076666486188426103 0.0019296160011547214 0.0019100823740898934 0.002549836586624834 0.0025739871191283866 0.00089609279724743964 0.0021483667791724705 0.002248552309630223 0.00055621322246422072
leaf_weight=82 56 64 74 57 76 69 88 52 65 92 1126 62 72 85 156 83
leaf_count=82 56 64 74 57 76 69 88 52 65 92 1126 62 72 85 156 83
internal_value=0 0.00141044 0.00245188 0.0012654 0.00241371 0.00149052 0.00245156 0.0013077 0.00144752 0.00248385 0.00251652 0.00217757 0.00121688 0.00249054 0.0025132 0.000747412
internal_weight=0 518 1841 462 1767 322 1685 253 201 1597 1443 154 136 1367 1282 140
internal_count=2359 518 1841 462 1767 322 1685 253 201 1597 1443 154 136 1367 1282 140
is_linear=0
shrinkage=0.00287267


Tree=2456
num_leaves=23
num_cat=0
split_feature=3 2 2 2 2 14 12 16 16 12 484 3 3 130 2 49 3 160 16 16 2 483
split_gain=42.4953 7.0126 12.0003 6.04721 5.34687 4.28334 3.83084 2.65445 2.31612 2.10463 1.90917 1.87734 1.8538 2.3411 1.64049 1.47751 1.36154 1.12328 0.960212 1.13081 0.956973 0.417935
threshold=-0.06340999999999998 0.11693000000000002 -1.0000000180025095e-35 0.11342000000000001 0.093365000000000017 0.076175000000000007 -0.086449999999999985 0.39524000000000009 -0.059624999999999991 -1.0000000180025095e-35 -0.011809999999999999 0.091170000000000015 -0.15078499999999997 -0.072444999999999982 0.096425000000000025 0.0093850000000000027 0.13772500000000001 -0.52481499999999992 -0.070064999999999975 0.062365000000000011 0.10656 0.041590000000000009
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 8 5 11 10 -3 -5 -2 -6 18 -4 -12 -14 17 -16 -8 -15 -1 21 -11 -20
right_child=1 6 4 7 9 -7 16 -9 -10 20 12 -13 13 14 15 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0029506483648444031 0.00054346042884472693 0.001727042926152562 0.0026711767342522583 0.0015035177475419001 0.0013461966931765902 0.0031851329043580236 0.0010605959779441355 0.0022960130141749927 0.0013443226100360085 0.0021413885803849772 0.0019373828019271034 0.00199000842288728 0.0028982783209432514 0.0027396094140451624 0.0017722830758038956 0.0023823912966538848 0.00049892736385282604 0.002355719353399963 0.0025118088968663268 0.0028856962600241729 0.0016389535893997866 0.0022029970775499707
leaf_weight=53 59 56 86 87 82 56 98 55 56 72 84 52 64 66 72 57 53 887 103 52 53 56
leaf_count=53 59 56 86 87 82 56 98 55 56 72 84 52 64 66 72 57 53 887 103 52 53 56
internal_value=0 0.00152826 0.00172209 0.00236779 0.0019848 0.00241881 0.00109737 0.00181068 0.000933707 0.00169803 0.00239007 0.00241472 0.00234319 0.0023729 0.0023418 0.0020421 0.000863653 0.00238234 0.00260839 0.00252228 0.0019286 0.00240323
internal_weight=0 667 460 1692 345 1550 207 142 115 207 1494 138 1230 1146 1082 129 151 953 264 211 125 159
internal_count=2359 667 460 1692 345 1550 207 142 115 207 1494 138 1230 1146 1082 129 151 953 264 211 125 159
is_linear=0
shrinkage=0.00281635


Tree=2457
num_leaves=19
num_cat=0
split_feature=1 3 124 2 12 40 2 11 52 2 3 3 3 2 51 3 13 1
split_gain=92.644 20.5737 13.4618 8.17117 4.51893 3.75584 3.76928 3.61626 4.04348 2.97937 3.59343 2.5269 1.93463 2.8431 1.38491 1.38751 1.23217 0.842409
threshold=0.10538500000000002 -0.06340999999999998 -0.082254999999999981 0.11444000000000001 0.11769500000000001 -0.08267999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0082999999999999984 0.11500500000000001 0.12991000000000003 0.094285000000000008 -0.025669999999999995 0.087710000000000024 -0.088934999999999986 -0.069254999999999997 -0.065269999999999981 0.11570500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 17 7 -3 -7 11 -9 -8 -11 12 14 -14 16 -16 -4 -2
right_child=1 5 4 -5 -6 6 9 8 -10 10 -12 -13 13 -15 15 -17 -18 -19
leaf_value=0.002615728269128142 0.0039021135705119454 0.0013100144255286075 0.0038240356786436924 0.0023406819142061009 0.0031439741575722624 0.0014864075518296236 0.0028135868289970766 0.0048975173172867564 0.00381085769783031 0.0015908772739754143 0.0024885406611861831 0.0033860665899810619 0.0047629067983500934 0.0038207833671825391 0.0039287895530487867 0.0035407951352999559 0.0032424138522614008 0.0034045506643843831
leaf_weight=72 64 52 75 56 66 56 70 63 52 66 84 83 52 55 1205 83 52 53
leaf_count=72 64 52 75 56 66 56 70 63 52 66 84 83 52 55 1205 83 52 53
internal_value=0 0.00244275 0.00383487 0.0032446 0.003884 0.00201972 0.00215332 0.00391238 0.00440643 0.00232294 0.00209377 0.00387696 0.00390371 0.00427892 0.00387532 0.00390381 0.00358613 0.00367698
internal_weight=0 501 1858 173 1786 328 276 1720 115 220 150 1605 1522 107 1415 1288 127 117
internal_count=2359 501 1858 173 1786 328 276 1720 115 220 150 1605 1522 107 1415 1288 127 117
is_linear=0
shrinkage=0.00287267


Tree=2458
num_leaves=9
num_cat=0
split_feature=40 40 1375 2 0 1420 10 123
split_gain=3.04126 1.90598 1.77693 1.20091 1.0502 0.985781 0.759403 1.28412
threshold=0.051255000000000002 -0.08416499999999999 -0.097394999999999982 0.15355500000000002 -0.18901999999999997 -0.080064999999999983 -0.0026549999999999994 0.085740000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8
right_child=-2 2 3 -5 5 6 7 -9
leaf_value=-0.00030751600048992985 -0.0017394309579115072 -0.00080025860184392082 0.0037092091939008305 0.0045536493715060888 0.0041893462375779565 0.0038868359983587029 0.0020147097805447386 -9.8444616508097728e-05
leaf_weight=86 56 52 101 53 53 52 1830 76
leaf_count=86 56 52 101 53 53 52 1830 76
internal_value=0 0.00201983 0.00211019 0.00218017 0.00212053 0.00204066 0.00198241 0.00193036
internal_weight=0 2303 2217 2165 2112 2011 1958 1906
internal_count=2359 2303 2217 2165 2112 2011 1958 1906
is_linear=0
shrinkage=0.0159455


Tree=2459
num_leaves=24
num_cat=0
split_feature=1 1 150 4 16 14 2 2 47 0 159 42 42 2 0 16 133 481 16 16 42 4 4
split_gain=61.3595 7.74128 6.41014 5.25254 4.82885 3.71265 3.13355 2.87405 2.52325 2.01071 1.94016 2.04184 2.68101 2.07215 1.61477 1.49114 1.36038 1.06296 1.46618 1.8553 0.801401 0.600594 0.515143
threshold=0.104035 0.12337000000000002 0.082965000000000025 0.25472500000000003 0.23993500000000004 0.062655000000000016 1.0000000180025095e-35 0.092155000000000015 0.085505000000000012 -0.039129999999999991 0.018290000000000004 0.080060000000000006 0.11497500000000001 0.10136500000000002 -0.11208499999999998 -0.059624999999999991 0.092120000000000021 -0.084999999999999992 0.055635000000000011 -0.0021749999999999994 0.08648500000000002 -0.019114999999999997 0.51224500000000017
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 4 5 6 7 -2 14 9 22 11 13 16 15 -1 -9 -13 -16 19 -19 -20 -15 -3
right_child=1 8 -4 -5 -6 -7 -8 10 -10 -11 -12 12 -14 21 17 -17 -18 18 20 -21 -22 -23 -24
leaf_value=0.0020601463239475213 0.0021369891540646327 0.00037704240527694938 0.00097324206375377844 0.0015624473473037298 0.0025213759079848958 0.0030281337279475435 0.0013369999772016162 0.002063686426850648 0.0014341101158713396 0.0012058402936717502 0.0026635138650009239 0.0027093824892357103 0.001855867263814985 0.0024009203580177634 0.0028023901533840239 0.0014326741699235901 0.0022166721094734596 0.0024759775761226837 0.0024107063581736603 0.0028940665449877869 0.0019348558929802647 0.0020419957305437154 0.00075791335678992804
leaf_weight=64 56 53 79 53 61 73 101 53 61 55 71 113 58 74 83 58 66 815 54 87 52 67 52
leaf_count=64 56 53 79 53 61 73 101 53 61 55 71 113 58 74 83 58 66 815 54 87 52 67 52
internal_value=0 0.00134903 0.00163463 0.0024038 0.00187417 0.00242873 0.00162253 0.0024032 0.000965083 0.000786086 0.00224351 0.00218247 0.00236354 0.00201206 0.0024806 0.00173423 0.00252787 0.00250523 0.00248074 0.00251634 0.00217754 0.00223057 0.000565939
internal_weight=0 518 297 1841 218 1788 157 1715 221 160 560 489 237 252 1155 111 179 1091 1008 902 106 141 105
internal_count=2359 518 297 1841 218 1788 157 1715 221 160 560 489 237 252 1155 111 179 1091 1008 902 106 141 105
is_linear=0
shrinkage=0.00270699


Tree=2460
num_leaves=18
num_cat=0
split_feature=1 49 0 49 131 158 0 16 158 0 0 1212 2 16 131 0 131
split_gain=3.64557 1.78095 1.67787 1.3947 1.18603 1.04697 1.16323 3.20262 0.994157 0.933306 1.71564 0.854472 0.730466 0.644045 0.295985 0.326746 0.390818
threshold=0.13630500000000004 0.15093000000000004 -0.065794999999999979 -0.15378499999999998 0.085335000000000008 0.085030000000000008 -0.00077999999999999999 0.052915000000000011 0.10380000000000002 -0.11912999999999999 -0.14822499999999997 1.0000000180025095e-35 0.10559 -0.019164999999999998 0.11644500000000001 -0.079854999999999995 0.095205000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 9 -8 -7 10 -5 -11 -9 -10 15 16 -6
right_child=2 -3 -4 4 14 8 7 12 13 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0049846292359451219 0.0010331164948764217 -0.00078957816347368303 -0.0029213774278186635 0.0020493183543889592 0.0021978472660582889 0.0048720712754074611 -0.0031254195202280659 0.0032178207305778367 0.00088487554311181315 0.002354718938463085 -0.0012091243256630592 0.0010303885698781335 0.00049344754748803163 0.0035372437463497683 0.0021678242287821773 0.0042886296055229603 0.0040554123429149694
leaf_weight=54 68 64 65 143 91 69 54 69 58 1016 77 178 55 56 78 87 58
leaf_count=54 68 64 65 143 91 69 54 69 58 1016 77 178 55 56 78 87 58
internal_value=0 0.00210217 -0.000898118 0.00218861 0.00211625 0.00193953 0.0017943 0.000451666 0.00320195 0.00196318 0.000908009 0.00215745 0.00201095 0.00218944 0.0031146 0.00342671 0.00292219
internal_weight=0 2207 133 2143 2089 1775 1592 178 183 1414 220 1194 124 114 314 236 149
internal_count=2340 2207 133 2143 2089 1775 1592 178 183 1414 220 1194 124 114 314 236 149
is_linear=0
shrinkage=0.0176051


Tree=2461
num_leaves=26
num_cat=0
split_feature=4 12 150 43 15 15 13 4 12 4 43 47 13 4 4 403 15 16 4 160 51 4 481 50 47
split_gain=50.6631 11.8707 13.0372 5.61208 5.09234 4.72654 3.78235 2.97881 2.57335 3.24371 2.51813 2.44975 1.96282 1.81244 1.66144 1.12723 1.09687 1.25146 0.976425 0.970167 0.783052 0.735004 0.658976 0.584148 0.529198
threshold=0.30163500000000004 0.054520000000000006 0.094365000000000018 -0.031974999999999996 0.12341000000000001 -0.44206999999999991 -0.041479999999999996 0.41488500000000006 0.087745000000000004 -0.093344999999999997 -0.085594999999999991 0.077555000000000013 -0.076494999999999994 -0.011964999999999998 -0.025139999999999999 -0.092059999999999989 -0.0043649999999999991 -0.089604999999999976 -0.14538499999999996 -0.088034999999999988 0.0089800000000000019 -0.00076499999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092710000000000015
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=1 2 3 10 8 12 -5 -7 9 -3 -1 18 -2 14 16 -11 -10 -18 -8 22 23 -21 -17 -15 -25
right_child=5 4 -4 6 -6 7 11 -9 13 15 -12 -13 -14 20 -16 19 17 -19 -20 21 -22 -23 -24 24 -26
leaf_value=0.0019576022657713963 0.00098312681036610318 0.0031526227633548679 0.00057122256401400838 0.0016028481138570065 0.0015380611708493825 0.0010430387788023315 0.0024985984680999198 0.00021729364471782524 0.0020189031776705803 0.0021082982564469333 0.0012033754563843672 0.0028666895880465402 0.0017154543840080909 0.001924382777569251 0.0027419703109869504 0.0024884779009274765 0.0027289530881909529 0.0023109263242868014 0.0020116085930176552 0.0025046365527224726 0.0018429557173555156 0.0028440021653913013 0.0020707245342876683 0.0023244096808772937 0.0020112488040428655
leaf_weight=61 56 52 53 52 57 56 52 75 82 66 70 63 52 54 75 54 60 474 75 306 64 57 60 159 55
leaf_count=61 56 52 53 52 57 56 52 75 82 66 70 63 52 54 75 54 60 474 75 306 64 57 60 159 55
internal_value=0 0.00223206 0.00182828 0.00200681 0.00233474 0.000916538 0.00225138 0.000570505 0.00236279 0.00250484 0.0015548 0.00242872 0.001336 0.00228014 0.00235948 0.00244275 0.00231286 0.00235795 0.00221123 0.00248896 0.00211492 0.00255801 0.00226886 0.00217975 0.00224406
internal_weight=0 2101 426 373 1675 239 242 131 1618 595 131 190 108 1023 691 543 616 534 127 477 332 363 114 268 214
internal_count=2340 2101 426 373 1675 239 242 131 1618 595 131 190 108 1023 691 543 616 534 127 477 332 363 114 268 214
is_linear=0
shrinkage=0.00270699


Tree=2462
num_leaves=20
num_cat=0
split_feature=2 2 2 0 13 2 0 0 0 3 0 51 158 51 160 2 158 2 0
split_gain=29.8184 12.3256 9.52352 6.89278 4.16044 4.08888 5.89413 1.4104 1.39112 1.37251 3.18112 1.06398 1.02537 0.982989 0.92063 1.15178 0.610492 0.392573 0.0431263
threshold=0.11366500000000002 -0.007134999999999999 0.16730000000000003 -0.068669999999999995 -0.10899499999999999 0.099675000000000014 -0.14454499999999995 -0.050864999999999994 -0.079249999999999987 0.086245000000000016 -0.14989499999999997 -0.020604999999999995 0.083065000000000014 -0.090074999999999988 -1.0000000180025095e-35 0.10550500000000002 0.10394000000000002 0.090715000000000004 -0.059914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 7 -7 9 -6 10 -3 -10 13 -12 -8 -16 -14 -9 -17
right_child=2 5 -4 -5 8 6 14 17 11 -11 12 -13 16 -15 15 18 -18 -19 -20
leaf_value=0.0018439222675934919 0.00073844373224145755 0.0027150027932293219 6.7611331597604329e-05 0.0006025479662000137 0.0011334187038161447 0.00096101077234776342 0.0022463019837227448 0.0022134287833556828 0.0018388034098935926 0.0016291155684737546 0.0016760801344023993 0.0014030553015202522 0.0024987970690307005 0.0020334459368622627 0.0015501221033187497 0.0019364038199103351 0.0021205511478249754 0.0025589473589445969 0.0020640792624116249
leaf_weight=62 78 56 57 76 67 62 52 53 80 57 63 94 54 1108 71 52 88 52 58
leaf_count=62 78 56 57 76 67 62 52 53 80 57 63 94 54 1108 71 52 88 52 58
internal_value=0 0.00195665 0.00110772 0.00116048 0.00129347 0.0020168 0.00171856 0.00207425 0.00147299 0.00205136 0.00206892 0.00160357 0.00204134 0.00201424 0.00192002 0.00182612 0.0022646 0.00238482 0.00200399
internal_weight=0 1964 376 138 319 1826 295 1531 241 1426 1369 174 1313 1171 233 181 142 105 110
internal_count=2340 1964 376 138 319 1826 295 1531 241 1426 1369 174 1313 1171 233 181 142 105 110
is_linear=0
shrinkage=0.00276112


Tree=2463
num_leaves=16
num_cat=0
split_feature=1 2 15 15 1186 0 150 0 14 1 2 47 0 47 49
split_gain=3.01663 1.51565 1.7722 1.68179 1.39732 1.18671 1.23529 1.17163 1.14254 1.06577 1.9364 0.971924 1.63261 0.870147 0.316867
threshold=0.13630500000000004 0.10859000000000001 -0.043644999999999996 0.016500000000000004 0.083980000000000013 0.12445000000000002 0.11213000000000002 -0.065794999999999979 0.076975000000000002 0.11091000000000002 0.12992500000000004 0.077555000000000013 -0.066659999999999983 0.092165000000000011 0.10863500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 5 6 8 -2 11 14 -11 12 -1 -13 -3
right_child=7 2 3 -5 -6 -7 -8 -9 -10 10 -12 13 -14 -15 -16
leaf_value=0.0022375211193411365 0.00095287317160862219 0.0038580986347426607 -0.0020976089279896018 0.0014754706326980788 -0.00044996007452727249 0.0047152779214296751 -0.00021601994205528124 -0.0022233300833861061 0.0046299440086486031 -0.0013914626048254668 0.0030377771450132156 0.0047018330342802686 0.00023307815998481663 0.0025462780800233503 0.0020925903321158692
leaf_weight=1206 68 68 78 73 54 57 57 65 59 57 56 76 129 185 52
leaf_count=1206 68 68 78 73 54 57 57 65 59 57 56 76 129 185 52
internal_value=0 0.00202502 0.00105793 -0.00036903 0.00222863 0.00231049 0.00223032 -0.000598048 0.00231469 0.00198347 0.00080196 0.00222899 0.00204397 0.00317464 0.00309455
internal_weight=0 2207 384 151 1823 1769 1712 133 1655 233 113 1596 1335 261 120
internal_count=2340 2207 384 151 1823 1769 1712 133 1655 233 113 1596 1335 261 120
is_linear=0
shrinkage=0.0169215


Tree=2464
num_leaves=22
num_cat=0
split_feature=1 52 1 12 1 0 14 0 12 12 16 4 0 475 16 4 0 133 160 4 0
split_gain=99.0025 25.1746 16.7647 9.33412 6.03478 8.77994 4.75456 2.74354 2.58638 2.50269 2.09054 1.67253 1.71577 1.35995 1.33649 1.27882 0.754595 0.718049 0.415032 0.752969 0.0603385
threshold=0.10557500000000002 -0.29521499999999995 0.13630500000000004 0.023990000000000004 0.089910000000000004 -0.098179999999999976 0.062655000000000016 -0.065794999999999979 0.085845000000000019 0.11461500000000001 -1.0000000180025095e-35 0.032965000000000001 -0.11208499999999998 -0.085684999999999997 0.25032500000000008 -0.26545999999999997 -0.14012999999999998 0.026115000000000003 -0.072664999999999993 -0.070894999999999986 -0.071339999999999987
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=4 -2 3 10 6 -6 9 -4 -7 11 16 13 -13 -1 15 -15 -3 -14 -10 20 -20
right_child=1 2 7 -5 5 8 -8 -9 18 -11 -12 12 17 14 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0033938663472526977 0.0033188906888580207 0.0011807522796906807 0.0007370425170658755 0.0023338120385123441 0.001842983682267565 0.0023088415560604866 0.0038075158494359621 -0.00010913373459571932 0.0032222389773746457 0.0024192798121767185 0.0007462500344332109 0.0031678290478500985 0.0023136166509475074 0.0034662271595763444 0.0026298133587049615 0.0030039469855485529 0.0015871716953694897 0.0027436184178031816 0.0029791296707144749 0.0026333059633360891 0.0031400222465243197
leaf_weight=79 53 67 68 95 98 58 57 59 53 68 52 54 58 53 76 969 89 76 52 52 54
leaf_count=79 53 67 68 95 98 58 57 59 53 68 52 54 58 53 76 969 89 76 52 52 54
internal_value=0 0.0014505 0.00122013 0.00158739 0.00291059 0.00258001 0.00299199 0.000343696 0.00284841 0.00295953 0.00124632 0.00298642 0.00273313 0.00302685 0.00300042 0.00302795 0.00141282 0.00255773 0.00299658 0.00292069 0.00306138
internal_weight=0 483 430 303 1857 367 1490 127 269 1433 208 1365 188 1177 1098 1022 156 134 211 158 106
internal_count=2340 483 430 303 1857 367 1490 127 269 1433 208 1365 188 1177 1098 1022 156 134 211 158 106
is_linear=0
shrinkage=0.00287267


Tree=2465
num_leaves=21
num_cat=0
split_feature=2 2 2 2 13 480 475 15 3 3 15 2 3 15 133 474 2 13 13 15
split_gain=51.9608 21.6691 11.5629 8.17661 6.52418 3.84639 3.50159 3.49823 3.37557 3.02133 2.84234 2.47901 2.46969 2.41735 1.95159 1.93062 2.1753 1.31772 0.884719 0.240721
threshold=0.11366500000000002 -0.0091949999999999983 0.16730000000000003 0.099675000000000014 -0.15569499999999997 -0.068944999999999992 -0.06562999999999998 -0.11251499999999999 0.091170000000000015 -0.01435 0.0056700000000000006 0.090000000000000011 -0.026769999999999999 -0.050699999999999995 0.032620000000000003 0.085020000000000012 0.078405000000000016 -0.011269999999999997 -0.029529999999999997 -0.008094999999999998
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 9 4 5 -2 -3 -5 -6 11 -1 12 15 18 -9 17 16 -7 -13 -8 -16
right_child=2 3 -4 6 7 8 10 13 -10 -11 -12 14 -14 -15 19 -17 -18 -19 -20 -21
leaf_value=0.0019878710711422123 0.0010230392052333513 0.0035860893980614343 0.00037013993919256981 0.003025761344624147 0.0015350100444482245 0.0027992886219857589 0.0026226067131793385 0.0025807660160801832 0.0022235660196827838 0.0011407413853968141 0.0028155853596246931 0.0022557958739597285 0.001723987177238295 0.0018940690436796107 0.0029999661735592232 0.0025612304809245314 0.0030811468840542303 0.0027397144216612808 0.002138369046099427 0.0027758689415981193
leaf_weight=76 73 57 55 54 91 348 53 79 68 60 54 106 87 85 81 99 594 79 72 85
leaf_count=76 73 57 55 54 91 348 53 79 68 60 54 106 87 85 81 99 594 79 72 85
internal_value=0 0.00269963 0.00156585 0.00277996 0.00176626 0.00286636 0.00237031 0.00197891 0.00283824 0.00161436 0.00223714 0.00286824 0.00208966 0.00222504 0.00266264 0.00293754 0.00297705 0.0024626 0.00234393 0.0028854
internal_weight=0 1973 383 1837 328 1517 320 255 1460 136 266 1392 212 164 351 1041 942 185 125 166
internal_count=2356 1973 383 1837 328 1517 320 255 1460 136 266 1392 212 164 351 1041 942 185 125 166
is_linear=0
shrinkage=0.00281635


Tree=2466
num_leaves=18
num_cat=0
split_feature=10 3 50 15 147 15 0 0 124 456 457 130 13 0 0 0 4
split_gain=2.96993 1.15483 1.19728 1.04901 1.14924 1.02814 1.46217 1.29087 1.11714 0.819733 0.965898 0.838861 0.807747 0.897999 1.06748 0.709879 0.632462
threshold=-0.092019999999999977 -0.067429999999999976 0.12170000000000002 0.11754500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.066849999999999979 -0.13972999999999997 -0.083859999999999976 0.087225000000000011 0.062030000000000009 -0.077764999999999987 0.17001000000000002 -0.0076699999999999989 -0.064804999999999988 0.12381500000000002 0.22738500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 5 7 -7 16 -9 10 11 -2 13 14 -13 -15 -3
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 15 -16 -17 -18
leaf_value=-0.001910768244988071 0.0043656113864811667 0.00094748657459116489 -0.00089667811710822767 0.004084961143856836 -0.00075775230546044924 0.0053535770935104147 0.0016400549054889607 -5.4919538644260794e-05 0.0027108539174336053 0.0039869955459517666 0.00024131880301348071 0.0023777013383806502 0.00024316764917867902 0.0053000259782862514 0.00048844914679471425 0.0025157878658575664 -0.0013988289741387252
leaf_weight=56 60 88 56 52 59 52 81 56 193 88 67 1129 56 53 97 57 56
leaf_count=56 60 88 56 52 59 52 81 56 193 88 67 1129 56 53 97 57 56
internal_value=0 0.00211046 0.00152077 0.00173358 0.00152425 0.00178057 0.00309334 0.00133583 0.00208809 0.00236464 0.00227053 0.00236404 0.00227763 0.00236277 0.00222838 0.00385896 3.37509e-05
internal_weight=0 2300 693 637 585 526 133 393 249 1607 1519 1452 1392 1336 1226 110 144
internal_count=2356 2300 693 637 585 526 133 393 249 1607 1519 1452 1392 1336 1226 110 144
is_linear=0
shrinkage=0.0172599


Tree=2467
num_leaves=22
num_cat=0
split_feature=12 9 3 12 150 16 151 42 47 3 13 42 11 12 3 1375 159 151 3 16 49
split_gain=54.6255 16.2838 10.8068 10.0177 6.7361 6.37554 5.50082 6.41595 2.96702 4.21593 2.33748 2.24012 2.14013 2.17269 2.35307 1.15982 1.14768 1.09246 1.05686 1.03708 0.831695
threshold=0.077755000000000005 -1.0000000180025095e-35 0.31299000000000005 0.10321000000000001 0.091105000000000005 -0.14101499999999997 -0.086379999999999985 0.095165000000000013 0.07813500000000001 -0.016479999999999998 -0.15310499999999996 0.11688500000000002 0.080455000000000013 0.090255000000000016 -0.097224999999999992 -0.066804999999999989 -0.22731999999999997 -0.086439999999999989 -0.097094999999999987 -1.0000000180025095e-35 0.092470000000000011
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 -1 4 10 6 -5 -3 8 9 -8 -2 19 13 15 -15 -12 -16 -17 -19 -7 -18
right_child=3 2 -4 5 -6 11 7 -9 -10 -11 12 -13 -14 14 16 17 20 18 -20 -21 -22
leaf_value=0.00041637242175906656 0.0023245708716317613 0.0014230907163822731 0.00094707242379663643 0.0013584337307793099 0.0013188914421114785 0.0029021235468720406 0.0016999431468571358 0.0015299312629564266 0.0031182905684731511 0.0026591650149568129 0.0034505624532596233 0.0019874964450000481 0.0034598010331425614 0.0022094024554551264 0.0032122764538952318 0.0025912467268104263 0.0028516857208869578 0.0034433645972761313 0.0029954746852997784 0.0024040476808527634 0.00249161705091767
leaf_weight=67 55 57 79 52 76 96 54 60 75 172 55 52 72 58 68 56 338 52 628 63 71
leaf_count=67 55 57 79 52 76 96 54 60 75 172 55 52 72 58 68 56 338 52 628 63 71
internal_value=0 0.00181114 0.00197418 0.00283443 0.00213837 0.00229712 0.00228728 0.00242365 0.00260169 0.00243011 0.00293166 0.00252831 0.00295552 0.00292812 0.00278028 0.00302807 0.00284963 0.00299645 0.00302977 0.00270497 0.00278926
internal_weight=0 640 573 1716 494 263 418 361 301 226 1453 211 1398 1326 535 791 477 736 680 159 409
internal_count=2356 640 573 1716 494 263 418 361 301 226 1453 211 1398 1326 535 791 477 736 680 159 409
is_linear=0
shrinkage=0.00298873


Tree=2468
num_leaves=11
num_cat=0
split_feature=3 4 4 3 3 12 151 151 151 3
split_gain=2.71437 1.3958 1.81305 1.37552 1.28294 1.21259 1.27716 1.31593 1.35492 1.14682
threshold=0.31299000000000005 0.36766000000000004 0.50609000000000004 0.12991000000000003 0.091170000000000015 -0.081914999999999988 0.015440000000000001 -0.11633499999999998 -0.087374999999999994 -0.011259999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 9 7 -7 -9 -1
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.00084892246652193111 -0.00087155512798591092 -0.00084196539561423849 0.001948802132740102 0.0041677421128084782 0.00010667170377674402 0.0038852098603855459 0.0041186129341384279 -0.00041741438761018734 0.0018725001651315075 0.001876131034833136
leaf_weight=68 92 102 100 53 97 68 57 58 1595 66
leaf_count=68 92 102 100 53 97 68 57 58 1595 66
internal_value=0 0.00170856 0.000538824 0.00182308 0.00176115 0.001845 0.00194687 0.00187485 0.00179206 0.000492094
internal_weight=0 2264 202 2062 2009 1912 1778 1721 1653 134
internal_count=2356 2264 202 2062 2009 1912 1778 1721 1653 134
is_linear=0
shrinkage=0.0147311


Tree=2469
num_leaves=24
num_cat=0
split_feature=4 124 0 4 0 0 11 4 0 150 11 0 4 52 0 49 0 4 124 4 42 4 43
split_gain=59.0286 12.0432 4.2296 9.58899 4.41867 4.00489 5.71912 5.71318 3.35501 3.35325 2.82056 2.52088 1.92189 1.24611 2.61978 0.894002 0.993543 1.07395 0.826311 0.998761 0.768804 0.74438 0.460682
threshold=0.36766000000000004 -0.043384999999999993 -0.06884499999999999 -0.44205499999999992 -0.026509999999999995 -0.10075499999999998 1.0000000180025095e-35 0.076415000000000025 -0.15385999999999997 0.081245000000000026 0.081365000000000007 -0.07385499999999999 0.0030100000000000001 -0.092264999999999986 -0.061654999999999995 0.10931500000000001 -0.086224999999999982 -0.032764999999999996 -1.0000000180025095e-35 0.50609000000000004 0.088060000000000013 0.24726500000000004 -0.074204999999999979
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=1 11 5 10 13 6 7 8 -3 18 -4 -1 15 -5 -15 16 20 -18 -2 -20 -7 -9 -14
right_child=9 2 3 4 -6 12 -8 21 -10 -11 -12 -13 22 14 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=0.0016274012715886135 0.00089061863128940045 0.0018446737600658506 0.002695311489186504 0.0020400502303683857 0.001028873085977267 0.0024439374572268898 0.0026357976149337737 0.0024133534858084109 0.0011040608799221272 0.0012972742739109158 0.00195641526406856 0.00093749746177636186 0.0020991558887293966 0.0019583317418706584 0.0012400015047347537 0.0025920769636978065 0.0021504698406344391 0.0023826300476734235 0.00025545255158617624 0.00069036522325153376 0.0021491213760464231 0.0019984727838412938 0.0018219419943584403
leaf_weight=82 53 73 87 77 63 244 58 54 81 61 52 56 89 71 58 54 537 166 54 86 74 57 69
leaf_count=82 53 73 87 77 63 244 58 54 81 61 52 56 89 71 58 54 537 166 54 86 74 57 69
internal_value=0 0.00206229 0.00211249 0.00188535 0.00160946 0.00217203 0.00192355 0.00176756 0.0014553 0.000785758 0.00241908 0.00134763 0.0022371 0.00178689 0.00163557 0.00227512 0.00225833 0.00220533 0.000623948 0.000522804 0.00237542 0.00220055 0.00197826
internal_weight=0 2102 1964 408 269 1556 323 265 154 254 139 138 1233 206 129 1075 1021 703 193 140 318 111 158
internal_count=2356 2102 1964 408 269 1556 323 265 154 254 139 138 1233 206 129 1075 1021 703 193 140 318 111 158
is_linear=0
shrinkage=0.00250084


Tree=2470
num_leaves=16
num_cat=0
split_feature=4 160 16 51 151 13 16 4 4 16 1 0 40 50 4
split_gain=2.12286 1.50217 1.31396 1.24668 1.07371 0.99248 1.3186 1.41928 1.36925 1.37417 1.32035 1.37498 1.28031 0.857535 0.841318
threshold=0.27161500000000005 -0.069009999999999988 -0.48186499999999993 -0.17169499999999996 -0.0096649999999999982 -0.16392499999999996 -0.096494999999999984 0.024315000000000003 0.06301000000000001 -0.27523999999999998 0.11189500000000001 0.057400000000000007 -0.078349999999999989 0.090515000000000012 0.029980000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 14 -3 -5 8 10 13 -10 11 12 -8 -7 -1
right_child=1 2 -4 5 -6 6 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.004779159743994869 0.0025841454348135362 -0.00090137594262591932 -0.0018122604063753513 3.963397034319477e-05 0.0024724625825991828 0.0052588194647962966 0.0045365717812259013 -0.00071833173762156312 0.0030439705900699161 -0.00045668985551922765 0.0042949504973095317 -0.00031166461522432127 0.0017716522664445247 0.002642033299327824 0.0022357937745599069
leaf_weight=75 69 52 98 86 61 87 52 67 93 52 63 91 1288 66 81
leaf_count=75 69 52 98 86 61 87 52 67 93 52 63 91 1288 66 81
internal_value=0 0.000373103 -0.000349066 0.00197381 0.000918269 0.00185454 0.0019384 0.00173727 0.00299133 0.00178729 0.00184752 0.00173964 0.00187909 0.00413121 0.00345975
internal_weight=0 280 211 2101 113 1945 1859 1561 298 145 1494 1431 1340 153 156
internal_count=2381 280 211 2101 113 1945 1859 1561 298 145 1494 1431 1340 153 156
is_linear=0
shrinkage=0.0172599


Tree=2471
num_leaves=10
num_cat=0
split_feature=9 13 16 39 43 1446 123 40 41
split_gain=1.97667 1.5575 1.03036 0.907004 1.34227 1.02421 0.862097 1.16362 1.16049
threshold=-1.0000000180025095e-35 -0.16392499999999996 -0.10346499999999999 0.10076500000000001 -0.50149499999999991 0.097670000000000021 0.086445000000000008 -0.0095299999999999985 0.079885000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -6 -9
right_child=1 3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.0012967264391652268 -0.0019333232043293783 0.0047562722852728988 0.0013328364896513826 -0.00020160726349171022 -0.00084502653761092358 0.0040126354367819193 0.0038941416408153997 0.0016725228070277104 0.0044301995950442111
leaf_weight=79 65 56 70 74 62 72 63 1785 55
leaf_count=79 65 56 70 74 62 72 63 1785 55
internal_value=0 0.0017074 -0.000238282 0.0018287 0.00190058 0.00182197 0.0017416 0.0016702 0.00175506
internal_weight=0 2302 135 2167 2093 2037 1965 1902 1840
internal_count=2381 2302 135 2167 2093 2037 1965 1902 1840
is_linear=0
shrinkage=0.0186827


Tree=2472
num_leaves=13
num_cat=0
split_feature=2 14 52 3 448 1429 0 16 2 0 3 43
split_gain=1.60079 1.80595 1.11491 1.20648 1.19804 0.956568 1.93925 1.62999 1.53268 1.35545 0.669396 0.398558
threshold=0.16730000000000003 0.076175000000000007 -0.23574499999999998 -0.068594999999999989 -0.065209999999999976 0.086825000000000013 0.024745000000000003 0.041625000000000002 -0.013254999999999998 -0.061994999999999995 -0.082224999999999979 -0.083464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -4 6 8 -8 -6 -10 11 -1
right_child=-2 -3 4 -5 5 -7 7 -9 9 -11 -12 -13
leaf_value=0.0013736952202627278 -0.0018405338123888891 0.004754986818796319 -0.0015248300454815968 0.0048672304014750149 0.0042510195336247633 0.0035185560902349466 -0.0038097355097669013 0.0011576907855787401 0.001441643224346286 -0.0009749337758512888 0.00029561600840057403 0.0036540650808895617
leaf_weight=54 59 69 61 73 75 80 55 53 1551 101 74 76
leaf_count=54 59 69 61 73 75 80 55 53 1551 101 74 76
internal_value=0 0.00153096 0.00143212 0.00263437 0.00126348 0.00135241 0.00125786 -0.00137002 0.00142232 0.00129377 0.00183429 0.0027085
internal_weight=0 2322 2253 277 1976 1915 1835 108 1727 1652 204 130
internal_count=2381 2322 2253 277 1976 1915 1835 108 1727 1652 204 130
is_linear=0
shrinkage=0.0202227


Tree=2473
num_leaves=24
num_cat=0
split_feature=15 10 0 14 151 51 0 16 15 43 15 11 0 16 15 1446 15 43 43 16 130 43 15
split_gain=37.6585 12.1691 8.66019 10.5737 4.46006 5.73537 4.18021 4.28894 6.74057 3.05766 2.97636 1.82156 1.37551 1.34258 1.31328 0.956024 0.935698 0.916054 0.819406 0.839841 0.619114 0.601344 0.426249
threshold=-0.2987999999999999 -1.0000000180025095e-35 -0.10185499999999999 0.019675000000000002 -0.063609999999999986 0.081440000000000026 -0.073574999999999988 0.081265000000000018 0.046165000000000005 -0.072864999999999985 -0.013969999999999998 1.0000000180025095e-35 -0.036119999999999992 -0.078844999999999985 -0.46503999999999995 0.088690000000000005 -0.063199999999999992 -0.0068249999999999986 0.18822500000000003 0.014185000000000001 0.088525000000000006 -0.08076499999999999 0.11162500000000002
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=9 -2 3 4 -3 13 15 8 12 -1 16 -12 -8 17 -11 18 -9 -6 19 20 -4 -21 -10
right_child=1 2 6 -5 5 -7 7 10 22 14 11 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=0.00054549630279614137 0.0012989096013003103 0.0012752362001559525 0.0025539821414533874 0.0029859398496632195 0.0026196037706168519 0.0012300095552740312 0.0017462248640839227 0.0023218940973602732 0.0024417404368865148 0.0015932307775502789 0.0024488781513609392 0.0030484964560385172 0.0011298357052976192 0.0018561048781513541 0.0010158235774626859 0.0028090749436849444 0.0018641719609388742 0.0021563205837706136 0.0022069525059179476 0.002465349891317665 0.0023095792036302455 0.0020814586369872689 0.0021297801271688644
leaf_weight=67 89 94 793 63 55 59 53 87 94 52 93 63 54 59 66 70 54 76 77 67 87 57 52
leaf_count=67 89 94 793 63 55 59 53 87 94 52 93 63 54 59 66 70 54 76 77 67 87 57 52
internal_value=0 0.00228012 0.00232155 0.00196594 0.0017785 0.00196838 0.00240642 0.00221183 0.00195225 0.0010081 0.00243285 0.00269122 0.00143542 0.00219751 0.00127052 0.00249937 0.0021468 0.00235105 0.00247929 0.00250015 0.00252985 0.00228912 0.00233083
internal_weight=0 2196 2107 406 343 249 1701 550 253 185 297 156 107 190 118 1151 141 131 1081 1004 880 124 146
internal_count=2381 2196 2107 406 343 249 1701 550 253 185 297 156 107 190 118 1151 141 131 1081 1004 880 124 146
is_linear=0
shrinkage=0.00270699


Tree=2474
num_leaves=17
num_cat=0
split_feature=9 11 11 43 0 1210 0 4 16 160 160 49 4 4 0 133
split_gain=1.59127 1.06672 1.50201 0.919088 0.939793 1.12377 1.08077 1.11138 1.29099 0.810098 1.25965 0.832225 0.796531 0.654787 0.609257 0.413032
threshold=-1.0000000180025095e-35 0.096215000000000009 0.079915000000000014 0.0054600000000000004 -0.10264999999999998 -0.090569999999999998 -0.14032999999999998 -0.0097949999999999982 -0.34140499999999996 0.08431000000000001 0.12231000000000002 -0.048839999999999995 0.054560000000000004 -0.080584999999999976 -0.072174999999999975 -0.0082649999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -9 11 -11 -7 13 -5 15 -15
right_child=1 -3 -4 12 5 9 -8 8 -10 10 -12 -13 -14 14 -16 -17
leaf_value=-0.001269987721314973 0.0036147291973173028 -0.0011923472042274664 0.0037503022711909656 -0.00050824343988701247 -0.00086943075652343551 0.0037924636886098005 -0.00094084859305496038 0.0022635544562918234 -0.00089241860156816948 -0.0010328930349783575 0.0022712938214691069 0.001903561077260159 -0.00090180209887465016 0.0014868218693642604 1.8279960751095514e-05 0.0035517067231542257
leaf_weight=79 58 53 98 70 54 88 101 88 93 80 81 1130 98 95 62 53
leaf_count=79 58 53 98 70 54 88 101 88 93 80 81 1130 98 95 62 53
internal_value=0 0.00142536 0.00148714 0.00138394 0.00156231 0.00177192 0.000678315 0.0013634 0.000640875 0.00187549 0.000628223 0.0020402 0.000546741 0.00105444 0.00157629 0.00222762
internal_weight=0 2302 2249 2151 1773 1433 340 239 181 1379 161 1218 378 280 210 148
internal_count=2381 2302 2249 2151 1773 1433 340 239 181 1379 161 1218 378 280 210 148
is_linear=0
shrinkage=0.0186827


Tree=2475
num_leaves=11
num_cat=0
split_feature=10 39 14 41 147 14 10 157 484 133
split_gain=1.76979 1.20617 1.42385 1.62034 1.40386 1.62672 0.86008 0.721409 1.47087 0.696406
threshold=-1.0000000180025095e-35 0.10076500000000001 -0.10708499999999999 0.081560000000000007 0.090425000000000019 0.076175000000000007 -0.094984999999999986 -0.082009999999999986 0.085515000000000022 0.11524500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 7 -1 8 -4 -9
right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11
leaf_value=0.00047727129533788759 0.0031277678068671448 -0.0009263327653308552 0.0011505781780422678 -0.0016414206100986556 -0.0013810032296173813 0.0039620082474689589 -0.002333314367226592 0.0013488352443733896 -0.0016870358680861903 0.00045409182963284566
leaf_weight=52 86 76 142 56 56 52 59 1441 69 262
leaf_count=52 86 76 142 56 56 52 59 1441 69 262
internal_value=0 0.00104686 0.00111624 0.00103291 0.00110706 0.00117802 -0.00101511 0.00110229 0.000221831 0.00121128
internal_weight=0 2240 2164 2078 2022 1966 111 1914 211 1703
internal_count=2351 2240 2164 2078 2022 1966 111 1914 211 1703
is_linear=0
shrinkage=0.0159455


Tree=2476
num_leaves=22
num_cat=0
split_feature=4 12 150 0 4 4 12 0 157 11 3 0 0 51 3 4 4 1375 150 157 13
split_gain=53.778 15.5854 8.63551 7.83388 6.18003 9.26389 6.14119 3.32593 3.04642 2.62377 2.58429 1.91356 1.73478 1.65022 1.46421 0.740301 0.689839 0.626989 1.44873 0.691181 0.426124
threshold=0.30163500000000004 0.077755000000000005 0.091105000000000005 -0.15385999999999997 -0.17689999999999997 -0.0047649999999999993 0.092495000000000008 -0.14032999999999998 -0.060134999999999994 1.0000000180025095e-35 -0.0072299999999999994 -0.034179999999999995 -0.094514999999999988 -0.092119999999999994 -0.093224999999999988 -0.00059999999999999995 -0.050564999999999992 -0.066804999999999989 0.081245000000000026 -0.079594999999999985 -0.04917499999999999
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 2 3 -1 -5 -6 9 -2 -8 13 -9 14 -7 -3 -10 16 -16 -15 19 -19 -17
right_child=7 6 -4 4 5 12 8 10 11 -11 -12 -13 -14 17 15 20 -18 18 -20 -21 -22
leaf_value=0.0030896138702130611 0.0016457417385286881 0.00228412596830332 0.0011116334653416967 0.0026372593013090045 0.0011785040559909388 0.002622180118725385 0.0018834067611902038 0.0012737658580853569 0.0029257064072940467 0.003331628849706799 0.00058483552039893696 0.0020676896120350361 0.0019456492086995702 0.0030640192975983382 0.0025103987729743924 0.0024745344201140048 0.0028305528878872208 0.0030613876702482116 0.0023362998110073173 0.0027696382623860335 0.0021693748057101826
leaf_weight=67 76 54 61 95 101 65 66 88 76 65 79 66 53 59 206 88 71 70 57 726 62
leaf_count=67 76 54 61 95 101 65 66 88 76 65 79 66 53 59 206 88 71 70 57 726 62
internal_value=0 0.00253836 0.00207713 0.00223163 0.00204847 0.00179292 0.00266071 0.00116637 0.00244673 0.00279248 0.000948041 0.00251202 0.00231856 0.00275617 0.00257027 0.00250693 0.00259257 0.00278409 0.00276469 0.00279533 0.0023486
internal_weight=0 2108 442 381 314 219 1666 243 635 1031 167 569 118 966 503 427 277 912 853 796 150
internal_count=2351 2108 442 381 314 219 1666 243 635 1031 167 569 118 966 503 427 277 912 853 796 150
is_linear=0
shrinkage=0.00276112


Tree=2477
num_leaves=22
num_cat=0
split_feature=1 1 12 4 12 43 4 158 14 1 12 4 13 4 12 12 13 49 13 4 43
split_gain=74.5669 10.9665 10.1522 9.33082 5.68701 4.70511 4.09834 3.80724 3.39484 3.38062 2.16321 3.45955 2.71514 2.35027 1.84337 1.82667 1.41977 1.14189 1.10817 0.691474 0.743176
threshold=0.10396500000000002 0.13554500000000003 0.023990000000000004 0.043850000000000007 -0.024179999999999997 -0.049364999999999992 0.08734500000000002 1.0000000180025095e-35 0.062655000000000016 0.083555000000000018 0.092495000000000008 -0.49432999999999994 -0.00038499999999999998 -0.097514999999999977 0.085565000000000016 0.083785000000000012 -0.052454999999999995 0.091885000000000008 -0.061199999999999991 -0.00059999999999999995 -0.052219999999999996
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 5 4 -1 -2 -4 9 10 17 11 -6 15 -12 -14 -13 -3 -5 -7 20 -15
right_child=1 16 6 7 8 18 -8 -9 -10 -11 13 12 14 19 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0015971802331648873 0.00058153865012343679 0.00025884011414240894 0.0022312902006463744 0.002111066876503967 0.0030678670469953596 0.0010384532403313325 0.0013173748951289396 0.0023472523429775983 0.003037704462469724 0.0010856795624464915 0.0016964103683866905 0.0028464027432978261 0.0017998975504336559 0.0024662323189413517 0.002376540810975577 0.0024143331531881968 0.00081200475500022202 0.0016082978707385764 0.0015349577895046682 0.0020030582545123815 0.0022064598784566681
leaf_weight=67 99 79 97 63 57 52 54 68 55 59 56 77 83 151 75 731 56 66 83 55 168
leaf_count=67 99 79 97 63 57 52 54 68 55 59 56 77 83 151 75 731 56 66 83 55 168
internal_value=0 0.00113969 0.00136795 0.00227859 0.00235503 0.0010215 0.00190465 0.0018082 0.00238868 0.00161307 0.0023641 0.00243076 0.00239313 0.00220544 0.0020738 0.00245554 0.000488511 0.00185406 0.00134392 0.00228158 0.00232951
internal_weight=0 520 385 1831 1575 234 151 256 1508 188 1453 1023 966 430 158 808 135 129 135 374 319
internal_count=2351 520 385 1831 1575 234 151 256 1508 188 1453 1023 966 430 158 808 135 129 135 374 319
is_linear=0
shrinkage=0.00265391


Tree=2478
num_leaves=25
num_cat=0
split_feature=4 3 150 2 0 0 2 2 2 3 2 49 160 4 0 12 2 12 2 481 4 16 2 0
split_gain=64.7724 22.1044 10.7188 7.98452 6.28289 6.02379 3.61044 3.59103 4.30231 3.513 3.39756 3.24688 2.62957 2.19666 2.17475 1.83366 1.55209 1.37544 1.22355 1.12667 0.812072 0.76715 0.7182 0.525964
threshold=0.30163500000000004 -0.066424999999999984 0.084680000000000019 0.13459500000000005 -0.15202999999999997 -0.079119999999999982 0.13538500000000001 0.074875000000000011 0.099450000000000024 -0.12595999999999999 0.10713500000000002 -0.077234999999999984 -0.080669999999999978 0.0036400000000000004 -0.069734999999999978 0.083785000000000012 0.091335000000000013 0.092495000000000008 0.088850000000000012 -0.083994999999999986 -0.069874999999999979 -0.10803999999999998 0.099675000000000014 -0.071844999999999978
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 3 4 -3 9 10 -6 -9 -1 -2 -4 -7 15 -10 -11 19 18 -14 -17 23 -15 -22 -19
right_child=6 2 11 -5 7 12 -8 8 14 13 -12 -13 17 21 -16 16 -18 20 -20 -21 22 -23 -24 -25
leaf_value=0.0030661646594255972 0.00029716210664273865 0.0028875414987667137 0.00124262644741249 0.00088814822229347373 0.0012588528457431086 0.0014522717597511901 -4.8326863511285206e-05 0.0025514427227588117 0.0013669787932061065 0.0028859367578395463 0.0011608291974625213 0.00025015448048129304 0.0026737225813507253 0.0021987025666478678 0.0021061535893474956 0.0020148622684213178 0.0019934078426953527 0.0022848105418726838 0.0021025227571408274 0.0024642146776823631 0.0015793723729822164 0.0017393089312181603 0.0020293777419203001 0.0019495185581641487
leaf_weight=69 82 58 65 71 78 65 80 82 81 71 81 54 59 83 64 55 83 87 80 634 65 55 64 85
leaf_count=69 82 58 65 71 78 65 80 82 81 71 81 54 59 83 64 55 83 87 80 634 65 55 64 85
internal_value=0 0.00210104 0.00158764 0.00180558 0.00198494 0.0022836 0.00047131 0.00181319 0.00200353 0.00241276 0.000726542 0.000792529 0.00201499 0.00236677 0.00169346 0.00242418 0.00238167 0.00209804 0.0023452 0.00242839 0.0019838 0.00201584 0.00180288 0.0021193
internal_weight=0 2108 553 434 363 1555 243 305 227 1050 163 119 505 981 145 843 772 440 139 689 301 138 129 172
internal_count=2351 2108 553 434 363 1555 243 305 227 1050 163 119 505 981 145 843 772 440 139 689 301 138 129 172
is_linear=0
shrinkage=0.00298873


Tree=2479
num_leaves=20
num_cat=0
split_feature=2 2 3 2 12 51 3 12 12 3 49 12 155 51 12 12 3 13 3
split_gain=48.3498 35.877 16.704 8.69583 7.42239 4.47625 6.07638 3.50055 2.86264 3.57497 2.76707 2.92893 1.66634 1.65885 1.41743 1.53903 1.34809 1.25948 0.464566
threshold=0.13388500000000003 -1.0000000180025095e-35 0.10812000000000001 0.091205000000000008 -1.0000000180025095e-35 0.10446500000000002 0.0065900000000000012 -0.011819999999999999 0.08073000000000001 0.085315000000000016 -0.014169999999999999 0.087215000000000015 0.083165000000000003 -0.090074999999999988 0.092495000000000008 0.094085000000000016 -0.097574999999999981 -0.012279999999999998 0.13524500000000003
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 8 17 6 -2 -1 9 -3 -6 -12 -13 -10 16 -16 -15 -5 -4
right_child=5 2 18 4 10 -7 -8 -9 13 -11 11 12 -14 14 15 -17 -18 -19 -20
leaf_value=0.0010280635412398286 0.0015205674469623627 0.0039645352012116011 0.0015593309155743562 0.0022620183613784911 0.0022598857593874181 0.0019347952330121113 0.00029931211895569462 0.0019324378361027373 0.0026031436240409743 0.0029603193629718122 0.0033523139960979463 0.0026824906966374305 0.0031778574559664392 0.0034966963785585626 0.0023935701805445843 0.0029695151786521064 0.0030583078695174807 0.0016432814371599926 0.001937965491023584
leaf_weight=91 71 61 54 57 75 52 64 58 79 57 82 370 67 64 52 153 735 53 56
leaf_count=91 71 61 54 57 75 52 64 58 79 57 82 370 67 64 52 153 735 53 56
internal_value=0 0.00274093 0.00284153 0.0029044 0.00265057 0.00121811 0.000941829 0.00138031 0.00305317 0.00347971 0.00277763 0.00285239 0.00275851 0.00300666 0.00303838 0.00282357 0.00309346 0.00196418 0.00175237
internal_weight=0 2164 2015 1905 704 187 135 149 1201 118 594 519 437 1083 1004 205 799 110 110
internal_count=2351 2164 2015 1905 704 187 135 149 1201 118 594 519 437 1083 1004 205 799 110 110
is_linear=0
shrinkage=0.00287267


Tree=2480
num_leaves=20
num_cat=0
split_feature=3 3 43 0 3 0 3 457 43 43 160 43 160 51 51 150 3 3 48
split_gain=53.5107 19.2598 12.549 7.33672 5.61908 3.79069 5.54288 2.87794 2.61996 2.19507 2.84924 2.02226 1.8969 1.05471 1.13368 1.50705 4.72056 1.52702 0.724671
threshold=-0.063814999999999997 0.31343500000000007 -0.042649999999999993 -0.061994999999999995 0.11745500000000002 0.10798500000000001 -0.10468499999999999 0.048870000000000004 -0.45516499999999999 0.0066850000000000008 -0.0096849999999999974 -0.081799999999999984 0.0021250000000000006 -0.24953999999999996 -0.085574999999999984 0.083205000000000015 -0.085754999999999984 -0.12077499999999998 0.097500000000000017
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 7 8 9 6 -5 11 -1 10 -4 -2 -12 -10 -15 17 -17 -16 -19
right_child=1 -3 4 5 -6 -7 -8 -9 13 -11 12 -13 -14 14 15 16 -18 18 -20
leaf_value=0.0031453977377166368 0.0012319378997773611 0.00017794981639416901 0.0029030292743155756 0.0011035447486980213 0.0013771930301444927 0.0024337549841770278 0.0022351058209768831 0.0017164787095448831 0.0020860882253776643 0.0018065365991526687 0.0018144721387049812 0.00061216294684202956 0.0025328805397708911 0.0028416034657250582 0.0029742212219375855 0.0015509258261993347 0.00278434796833903 0.0025092586631527323 0.0021654702617949911
leaf_weight=55 100 87 61 74 95 91 75 55 54 83 72 83 57 83 60 55 52 1012 57
leaf_count=55 100 87 61 74 95 91 75 55 54 83 72 83 57 83 60 55 52 1012 57
internal_value=0 0.00146756 0.00165265 0.0024364 0.00199185 0.00196179 0.00167333 0.00112803 0.00251615 0.00220563 0.00237981 0.000951009 0.00213215 0.00249092 0.00250747 0.00248501 0.00215064 0.00251667 0.00249096
internal_weight=0 693 606 1668 368 240 149 238 1428 273 190 183 129 1373 1319 1236 107 1129 1069
internal_count=2361 693 606 1668 368 240 149 238 1428 273 190 183 129 1373 1319 1236 107 1129 1069
is_linear=0
shrinkage=0.00293013


Tree=2481
num_leaves=26
num_cat=0
split_feature=4 3 2 11 2 0 14 16 0 2 4 3 16 0 0 2 12 16 2 2 0 0 12 12 2
split_gain=82.5289 22.0904 10.9746 8.88988 8.39969 6.98065 6.60823 5.32505 5.12003 3.37963 3.27054 2.95531 3.60902 2.75857 2.44115 2.2994 1.88414 0.820368 0.701915 1.29341 0.915534 0.772726 0.355824 0.722073 0.167519
threshold=0.30163500000000004 -0.063814999999999997 0.10774000000000002 1.0000000180025095e-35 0.074875000000000011 0.040035000000000008 -0.42495999999999995 -0.54057999999999995 -0.068669999999999995 0.14271500000000001 -0.062804999999999986 -0.10175499999999998 -0.07662999999999999 -0.10220499999999998 -0.095869999999999983 0.098215000000000011 0.091910000000000006 0.21684500000000004 0.093765000000000015 0.088850000000000012 -0.084114999999999981 -0.084044999999999995 0.094085000000000016 0.10005000000000001 0.10866500000000003
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=1 3 4 11 8 -5 -2 -8 -3 13 -6 12 -1 -4 -9 -12 18 22 19 21 -21 -13 -18 -24 -19
right_child=6 2 9 5 10 -7 7 14 -10 -11 15 16 -14 -15 -16 -17 17 24 -20 20 -22 -23 23 -25 -26
leaf_value=0.0029151922872654263 0.0018494764377291726 0.0024269153760978451 0.001469903943611129 0.0041357774175277695 0.0032339736564942819 0.0028496115571595318 0.0014693403032220687 0.00089800347114573958 0.0011930649880470623 0.0010573513085024623 0.0028070362492364077 0.0029972459485000289 0.001957510157592606 0.0023584517598565407 0.000155364315570358 0.0020795305569831129 0.0025966124340419468 0.0023567370246227589 0.0032144251408899494 0.0023928917649516739 0.0028502513385947861 0.0027963689559122088 0.0029415827735094625 0.002624595373649354 0.0025852494748573205
leaf_weight=55 57 54 60 72 80 63 60 61 53 61 89 441 73 52 83 57 101 62 53 69 73 242 133 105 52
leaf_count=55 57 54 60 72 80 63 60 61 53 61 89 441 73 52 83 57 101 62 53 69 73 242 133 105 52
internal_value=0 0.00268073 0.0021678 0.00284354 0.00246692 0.00353579 0.00100132 0.000764186 0.00181604 0.00159186 0.00277494 0.00277946 0.00236925 0.00188271 0.000470163 0.00252322 0.00281889 0.00267051 0.00289541 0.00287488 0.00262823 0.00292612 0.0027408 0.00280186 0.00246123
internal_weight=0 2100 506 1594 333 135 261 204 107 173 226 1459 128 112 144 146 1331 453 878 825 142 683 339 238 114
internal_count=2361 2100 506 1594 333 135 261 204 107 173 226 1459 128 112 144 146 1331 453 878 825 142 683 339 238 114
is_linear=0
shrinkage=0.00281635


Tree=2482
num_leaves=25
num_cat=0
split_feature=1 1 0 2 47 11 1 2 1429 0 0 1 160 2 0 0 0 0 1456 133 0 42 2 13
split_gain=68.9968 9.97871 7.32861 5.84379 5.64089 4.29236 2.84889 2.56185 2.52107 2.01978 2.00392 1.93243 1.48885 1.41942 1.26139 1.2376 1.91905 1.18576 1.21566 0.721153 0.544951 0.519683 0.396328 0.379675
threshold=0.10538500000000002 0.12007000000000002 -0.14076499999999997 0.09857500000000001 0.085505000000000012 1.0000000180025095e-35 0.087840000000000015 0.11353000000000001 0.084770000000000012 -0.026509999999999995 -0.066659999999999983 0.092810000000000017 0.0065900000000000012 0.14870000000000003 -0.11796999999999999 -0.073574999999999988 -0.095419999999999991 -0.068214999999999984 -0.0083149999999999977 0.10029000000000002 -0.084044999999999995 0.079170000000000004 1.0000000180025095e-35 -0.017484999999999997
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 -2 5 13 6 8 10 14 11 -4 12 19 22 -1 16 -8 18 -16 21 -18 -5 -3 -22
right_child=1 4 7 9 -6 -7 15 -9 -10 -11 -12 -13 -14 -15 17 -17 20 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0029747803479008642 0.00093747335090257227 0.00061571636355573704 0.0025819973326672444 0.0021467405479785573 0.0015395675988407406 0.0031569049655817989 0.0018691924633171299 0.0014460101011062583 0.0020482745203485157 0.0017557957408274052 0.0018581207269925339 0.0017526495573168149 0.0027447474674664714 0.00026571725607482292 0.0021992260667857747 0.0018906406522994827 0.0026861913065595526 0.0029694854906870123 0.002562635487103932 0.0019327423599926708 0.0022585203706154237 0.0025102900080041174 0.00093810582945884271 0.0025568748866971994
leaf_weight=61 79 59 57 64 71 76 58 52 77 95 66 55 56 64 82 65 58 52 776 52 103 65 64 54
leaf_count=61 79 59 57 64 71 76 58 52 77 95 66 55 56 64 82 65 58 52 776 52 103 65 64 54
internal_value=0 0.00125382 0.00165021 0.00242223 0.000863455 0.0025038 0.00246797 0.00197179 0.0025407 0.00211399 0.00219382 0.00223043 0.00234118 0.000606589 0.00257972 0.00224238 0.00232601 0.0025532 0.00252794 0.00221615 0.00244911 0.00233016 0.000783708 0.00236133
internal_weight=0 512 254 1849 258 1462 1386 175 1048 387 123 292 237 187 971 338 273 910 858 181 215 129 123 157
internal_count=2361 512 254 1849 258 1462 1386 175 1048 387 123 292 237 187 971 338 273 910 858 181 215 129 123 157
is_linear=0
shrinkage=0.00281635


Tree=2483
num_leaves=23
num_cat=0
split_feature=1 1 0 4 4 15 0 0 0 50 0 15 43 4 4 39 151 151 50 4 4 0
split_gain=82.3165 16.285 7.3939 5.26459 5.00162 4.96719 4.81577 3.72092 2.20751 2.92832 1.86098 1.67673 4.1606 1.77109 1.74643 1.48683 1.46198 2.05797 1.16998 0.795861 0.709165 0.58223
threshold=0.10538500000000002 0.12007000000000002 -0.14216999999999999 0.51286500000000013 0.24099500000000004 -0.044164999999999989 -0.14910999999999999 -0.22607999999999998 -0.079249999999999987 0.10114000000000002 -0.069389999999999993 0.041820000000000003 -0.080419999999999978 -0.082734999999999989 -0.42305999999999994 0.086670000000000011 -0.0056149999999999993 -0.088329999999999978 0.10944000000000002 0.054560000000000004 -0.0084099999999999991 -0.072174999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 6 15 7 -1 16 11 -4 12 -10 -13 -14 -3 17 -8 19 20 -18 -15
right_child=1 3 10 -5 -6 -7 8 -9 9 -11 -12 13 14 21 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.002764467160577138 0.0011645890767821572 0.0017079657446097166 0.0025397158709306606 0.00026187547777996258 0.0019264844185441974 0.00043604593973274646 0.0026820894547102034 0.003818412326719057 0.0018534151586889894 0.0030852173450029853 0.0019595192256826096 0.0030850441545565328 0.002884272761468157 0.0026437503475716531 0.0023257203720348772 0.0010977740898822678 0.0027154972225792947 0.0032523754945664421 0.0023706275298337608 0.0024783935749469986 0.0029413876149993671 0.0023326684353672904
leaf_weight=54 75 76 80 73 68 54 103 53 101 68 99 54 79 112 104 55 550 100 81 91 143 88
leaf_count=54 75 76 80 73 68 54 103 53 101 68 99 54 79 112 104 55 550 100 81 91 143 88
internal_value=0 0.00140145 0.00190777 0.000902855 0.00267766 0.00115562 0.00270632 0.0032868 0.0026692 0.00253279 0.00221899 0.00246291 0.00231334 0.00263003 0.00256701 0.00145201 0.00274657 0.00296317 0.00269571 0.00272925 0.00276215 0.00250702
internal_weight=0 512 254 258 1849 185 1781 107 1674 606 179 538 284 254 183 131 1068 203 865 784 693 200
internal_count=2361 512 254 258 1849 185 1781 107 1674 606 179 538 284 254 183 131 1068 203 865 784 693 200
is_linear=0
shrinkage=0.00281635


Tree=2484
num_leaves=11
num_cat=0
split_feature=4 14 4 14 2 0 4 16 1375 16
split_gain=4.94142 4.00245 3.35037 2.31554 1.84747 1.22126 1.77555 1.08027 0.983451 0.538463
threshold=0.51286500000000013 -0.10708499999999999 0.30163500000000004 0.076175000000000007 0.14234000000000005 -0.13314999999999996 0.0049200000000000008 -0.16238499999999997 -0.068444999999999992 -0.54057999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7 -9 -4
right_child=-2 2 9 -5 -6 7 -8 8 -10 -11
leaf_value=0.006343435595184607 -0.0013260663130260856 -0.00053434145023524007 0.00085813217280256322 0.0055743029169495542 -0.00029907086191681469 0.0043976139841658268 0.0032208305976838469 0.0047692103715194466 0.0024648981860343881 -0.0014388378525948702
leaf_weight=75 101 86 53 69 69 95 62 55 1631 65
leaf_count=75 101 86 53 69 69 95 62 55 1631 65
internal_value=0 0.00249837 0.0023663 0.00252463 0.00241923 0.00251655 0.00103755 0.00263935 0.00254018 -0.000405617
internal_weight=0 2260 2185 2067 1998 1929 148 1781 1686 118
internal_count=2361 2260 2185 2067 1998 1929 148 1781 1686 118
is_linear=0
shrinkage=0.0169215


Tree=2485
num_leaves=15
num_cat=0
split_feature=3 15 48 16 9 3 15 52 16 16 40 48 0 3
split_gain=4.49075 3.21265 2.25885 1.82616 1.1734 1.86597 2.67115 2.61403 2.14615 1.2276 0.749605 0.861678 0.757796 0.930503
threshold=0.32329500000000005 -0.41880499999999993 0.13400000000000004 -0.44010499999999991 1.0000000180025095e-35 -0.093224999999999988 0.041820000000000003 -0.14689999999999998 -0.061784999999999993 -0.080894999999999981 -0.078819999999999987 0.086165000000000005 -0.23141499999999995 0.10812000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 -3 -9 -8 11 -7 -12 -14
right_child=-2 2 -4 -5 -6 10 9 8 -10 -11 12 -13 13 -15
leaf_value=0.0016080772222134472 -0.0021772553401901563 0.0020929051103688373 -0.0011482271246470543 -0.0021859062826893971 0.0044166771175873452 0.004993247919321599 0.0013373535654519191 0.001107084923303927 -0.0027851462759873971 0.0042911211897395211 0.0039995817161229798 0.0021907762248506136 0.0022148298358019764 0.00041530439764215626
leaf_weight=55 68 94 53 71 53 52 70 57 88 68 55 56 1465 74
leaf_count=55 68 94 53 71 53 52 70 57 88 68 55 56 1465 74
internal_value=0 0.00189769 0.00203767 -0.000528478 0.00211695 0.00205824 0.0010623 6.16906e-05 -0.00125395 0.00279404 0.00227875 0.00354166 0.00219308 0.00212841
internal_weight=0 2311 2185 126 2132 2079 377 239 145 138 1702 108 1594 1539
internal_count=2379 2311 2185 126 2132 2079 377 239 145 138 1702 108 1594 1539
is_linear=0
shrinkage=0.0156328


Tree=2486
num_leaves=22
num_cat=0
split_feature=1 43 0 0 3 3 12 43 12 42 48 1375 3 43 456 1 4 4 13 12 1213
split_gain=4.74453 1.662 2.63185 2.42921 1.55252 0.836847 1.09346 1.47054 1.03461 1.18252 0.829946 0.927637 1.022 0.823121 0.781885 1.22442 0.774956 0.659944 0.589472 0.542623 0.306522
threshold=0.11156000000000001 0.055170000000000004 -0.023359999999999995 -0.082654999999999992 0.12991000000000003 -0.087244999999999975 0.083825000000000024 -0.015804999999999996 0.085635000000000003 0.083925000000000013 -0.065224999999999991 0.084145000000000011 -0.086049999999999988 0.31365500000000007 0.060100000000000008 0.104035 -0.082869999999999985 -0.029369999999999997 -0.07150999999999999 0.092215000000000005 -0.011854999999999999
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 -2 6 7 -1 -8 16 -7 12 -12 14 15 -14 19 -18 -5 20 -10
right_child=1 -3 -4 18 -6 10 8 -9 9 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.001829161379339597 -0.0031006772965090591 0.0026686976462569232 -0.0034923895841719524 0.00078345535697123389 0.0005805527120908531 0.0043789746042659644 0.0040203113905734212 -0.0021560783532986539 0.0028636276124162758 -0.00069296063039261415 0.0043092839025217471 2.6156375812231891e-05 0.002312018655286025 0.00030520843303756588 0.0042750973356250185 -9.3283878564048641e-05 -0.00063644474228845391 0.0018481587980187103 0.0032191156454527371 0.0036902977714501788 0.001097219801205779
leaf_weight=60 73 58 74 59 69 55 59 55 54 63 72 60 1008 71 57 70 53 88 65 85 71
leaf_count=60 73 58 74 59 69 55 59 55 54 63 72 60 1008 71 57 70 53 88 65 85 71
internal_value=0 -8.52097e-05 -0.000555547 0.000260763 -0.00131059 0.00202078 0.00146293 -7.51886e-05 0.00183729 0.00152573 0.00225612 0.00216871 0.00226915 0.0021472 0.00226226 0.00215566 0.00192449 0.000912897 0.00206173 0.00260281 0.00186181
internal_weight=0 398 340 266 142 1981 588 115 473 414 1393 1338 1278 1206 1135 1078 351 141 124 210 125
internal_count=2379 398 340 266 142 1981 588 115 473 414 1393 1338 1278 1206 1135 1078 351 141 124 210 125
is_linear=0
shrinkage=0.0176051


Tree=2487
num_leaves=14
num_cat=0
split_feature=2 15 16 457 402 43 402 1 1 1444 47 43 2
split_gain=3.82903 1.93387 1.26678 1.15 0.879687 1.62089 1.3333 0.927807 1.32927 0.968741 0.627263 0.441605 0.245446
threshold=0.17000000000000001 -0.40312499999999996 -0.41574999999999995 0.11251000000000001 0.088920000000000013 -0.025664999999999997 0.080670000000000006 0.11695500000000002 0.10797500000000002 -0.066134999999999985 0.11893500000000001 -0.010504999999999999 0.087435000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 9 -3 -9 -7 -13
right_child=-2 3 -4 -5 5 11 -8 10 -10 -11 -12 12 -14
leaf_value=0.001158622155274105 -0.0033762765617233606 0.0043443758607165251 -0.002223706664551892 -0.00099731791825935891 0.0056253880454638959 0.00058372088432342289 -0.0011088874159014082 -0.00092427894598764017 0.0040606106837912737 0.0016973764957177336 0.0018139685346077047 0.003596852785072008 0.0017513105842028344
leaf_weight=88 57 52 74 53 61 55 59 73 99 1550 52 54 52
leaf_count=88 57 52 74 53 61 55 59 73 99 1550 52 54 52
internal_value=0 0.00162196 -0.000385136 0.00177258 0.00184235 0.00297821 0.00170847 0.00179962 0.00191608 0.00178342 0.000213205 0.00197397 0.00269341
internal_weight=0 2322 162 2160 2107 222 1885 1826 1701 1602 125 161 106
internal_count=2379 2322 162 2160 2107 222 1885 1826 1701 1602 125 161 106
is_linear=0
shrinkage=0.0190563


Tree=2488
num_leaves=15
num_cat=0
split_feature=2 10 2 15 14 2 4 4 15 42 42 42 2 15
split_gain=2.64901 2.47894 2.35517 1.03561 1.32857 0.917368 0.904922 1.67186 0.861484 0.785854 1.03282 0.791204 0.584841 0.315739
threshold=0.17000000000000001 0.058500000000000003 -0.045829999999999989 -0.17677499999999999 -0.10708499999999999 0.11756000000000001 0.065590000000000009 0.014585000000000002 -0.065599999999999978 0.087495000000000003 0.086635000000000004 0.11819500000000001 0.088665000000000008 -0.090364999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 9 -9 10 -5 -11 -8 -14
right_child=-2 -3 3 6 5 -7 12 8 -10 11 -12 -13 13 -15
leaf_value=0.0051447125545839778 -0.0026461201248347706 -0.0023613284988982975 0.0017561804226043883 0.0012734037853526236 -0.0030148080010780598 0.00029468019200196155 0.0039162706955665101 0.00044798643730224096 -0.0024031108453663116 0.0022738459360909821 -0.001293792595283395 0.00023139851577907197 0.0010465721436985873 0.0025675156701696214
leaf_weight=52 57 59 80 1056 52 56 63 96 53 451 53 71 79 101
leaf_count=52 57 59 80 1056 52 56 63 96 53 451 53 71 79 101
internal_value=0 0.00127125 0.00136604 0.00127708 1.2048e-06 -0.001297 0.00139556 0.00125501 -0.000564876 0.00142138 0.00115054 0.00199641 0.00242431 0.00190106
internal_weight=0 2322 2263 2211 188 108 2023 1780 149 1631 1109 522 243 180
internal_count=2379 2322 2263 2211 188 108 2023 1780 149 1631 1109 522 243 180
is_linear=0
shrinkage=0.0179572


Tree=2489
num_leaves=22
num_cat=0
split_feature=2 4 12 2 43 3 2 43 4 16 15 12 3 43 3 0 15 12 49 4 3
split_gain=62.3805 31.3712 14.609 10.5107 8.10355 12.6134 4.9939 3.62152 3.39366 3.45721 2.92394 2.41997 2.24309 2.18074 1.71806 1.95227 1.74959 1.67665 1.68642 0.770571 0.747697
threshold=0.13388500000000003 0.30163500000000004 1.0000000180025095e-35 0.17000000000000001 -0.049364999999999992 0.11372500000000001 0.085885000000000017 -0.049914999999999994 0.053010000000000009 -0.10803999999999998 -0.0015749999999999998 0.089835000000000012 0.0051600000000000005 -0.088994999999999991 -0.14162499999999997 -0.064804999999999988 1.0000000180025095e-35 0.083785000000000012 -0.062709999999999974 -0.053824999999999991 0.10924500000000002
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 2 4 12 13 6 -6 -3 14 11 -8 -10 -2 -1 16 17 -4 -16 -19 -17 -9
right_child=3 7 8 -5 5 -7 10 20 9 -11 -12 -13 -14 -15 15 19 -18 18 -20 -21 -22
leaf_value=0.0022120263312388048 0.0017840968314271511 0.00095392983926892569 0.0030404605656520981 -7.5622628389835299e-05 0.0037219354863218513 0.0013596136271280105 0.0023665840273479686 0.0020756858659971176 0.003362575465169197 0.0021327344568102219 0.0032387587651599476 0.0025308081833113447 0.0010161894514644138 0.0014445342328800142 0.0034326955948133777 0.0023844063991830108 0.0037407588950183223 0.0024990182299433708 0.0030074336244078404 0.0028600460919108337 0.0015899200042448181
leaf_weight=52 71 61 75 57 55 53 92 58 56 82 52 66 61 83 76 62 53 60 1043 58 53
leaf_count=52 71 61 75 57 55 53 92 58 56 82 52 66 61 83 76 62 53 60 1043 58 53
internal_value=0 0.00273016 0.00283256 0.000975386 0.00232038 0.00263096 0.0029694 0.00152853 0.00295407 0.00259943 0.00268175 0.00291286 0.00142947 0.00174039 0.00300475 0.00297261 0.00333067 0.00300903 0.00297981 0.00261456 0.00184403
internal_weight=0 2190 2018 189 387 252 199 172 1631 204 144 122 132 135 1427 1299 128 1179 1103 120 111
internal_count=2379 2190 2018 189 387 252 199 172 1631 204 144 122 132 135 1427 1299 128 1179 1103 120 111
is_linear=0
shrinkage=0.00293013


Tree=2490
num_leaves=19
num_cat=0
split_feature=12 2 14 43 16 13 43 150 150 4 15 2 2 12 4 15 483 1454
split_gain=1.42395 1.78965 0.994296 0.884208 0.912563 0.929202 0.815726 0.729232 1.32729 0.858876 1.14262 1.7063 1.14731 2.16205 1.19684 0.706651 0.612218 0.937232
threshold=-0.11875499999999999 0.09857500000000001 0.062655000000000016 0.085460000000000022 -0.14032999999999998 0.17982000000000001 0.26450500000000005 1.0000000180025095e-35 0.10571000000000001 0.50373500000000015 -0.074959999999999985 0.11266500000000002 0.11668500000000002 0.095165000000000013 -0.049324999999999994 -0.092729999999999993 -0.095084999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 15 16 -5 9 -9 10 11 -3 13 -12 -14 -2 -6 -18
right_child=1 7 -4 6 5 -7 -8 8 -10 -11 12 -13 14 -15 -16 -17 17 -19
leaf_value=0.003682684198411753 0.0010770193630008321 0.00035777665098245904 0.0036400392364222835 0.0045382498036896273 0.0032036753544486042 0.0035798078506184806 0.0016106737659472017 -0.0027417951097051976 0.0010966703804704697 -0.0012131876444969362 0.0030896902054896921 0.004255673287914874 0.00064402057344829409 -0.00072789664703733063 -0.0031964023065069245 -0.0015086318089984291 0.0011088907687576987 0.0032818418097117544
leaf_weight=80 78 77 71 56 56 65 75 63 58 70 98 74 57 101 52 65 1100 71
leaf_count=80 78 77 71 56 56 65 75 63 58 70 98 74 57 101 52 65 1100 71
internal_value=0 0.00119535 0.00151826 0.00142194 0.00129019 0.00144386 0.00286365 0.000381827 -0.000900254 0.000675451 0.000963905 0.0022693 0.000323288 0.00115114 -0.00118631 -9.69092e-05 0.00133055 0.00124081
internal_weight=0 2287 1637 1566 1435 1292 131 650 121 529 459 151 308 199 109 143 1227 1171
internal_count=2367 2287 1637 1566 1435 1292 131 650 121 529 459 151 308 199 109 143 1227 1171
is_linear=0
shrinkage=0.0183163


Tree=2491
num_leaves=23
num_cat=0
split_feature=1 155 2 376 2 2 0 51 0 15 16 158 16 51 43 0 42 49 15 49 49 42
split_gain=34.9212 7.96015 4.41744 3.27977 3.03616 7.08238 2.77662 2.4024 2.40124 2.12772 1.70165 1.5149 1.64708 1.80963 1.42043 1.38416 1.04413 0.99257 0.796479 1.57799 1.30641 0.602589
threshold=0.10322500000000003 0.086670000000000011 0.09857500000000001 0.048375000000000008 0.10322500000000003 -1.0000000180025095e-35 -0.14151499999999997 0.11178000000000002 0.036480000000000005 -0.044164999999999989 -0.034884999999999992 0.080150000000000013 -0.14169499999999999 -0.091399999999999981 -0.077604999999999993 -0.10891999999999999 -0.079234999999999986 0.092625000000000013 0.0056700000000000006 0.0093850000000000027 0.10440000000000001 0.08733500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 -2 10 11 16 14 -1 12 -8 -14 -6 -16 -4 -15 19 -18 -21 -13
right_child=1 -3 8 -5 9 -7 7 -9 -10 -11 -12 21 13 17 15 -17 18 -19 -20 20 -22 -23
leaf_value=0.002341067271952896 0.00090044563979316294 0.0023797923760153321 0.002289475436249236 0.00064511165167605673 0.00087737465176003222 0.0021187927740719706 0.0016870737075961575 0.0016143534035901489 0.0013512098811717711 0.00068743419660305914 0.0029987320195849934 0.002663218802195005 0.0017796072429075969 0.0022533197207420851 0.0017042710634950331 0.0011378954360124673 0.0013884067149012617 0.0019029098757065107 0.0021215703992199667 0.0022944576190790508 0.0016595412727586911 0.0022710954743209431
leaf_weight=76 64 52 66 68 52 93 53 57 59 66 54 75 77 953 70 68 56 70 78 52 52 56
leaf_count=76 64 52 66 68 52 93 53 57 59 66 54 75 77 953 70 68 56 70 78 52 52 56
internal_value=0 0.00133241 0.00215155 0.00121911 0.00131355 0.00162233 0.00222032 0.00218209 0.00187278 0.00112406 0.00261448 0.00220727 0.00217446 0.00219792 0.00127558 0.00142541 0.0019739 0.00222937 0.00188627 0.00177137 0.00197729 0.00249582
internal_weight=0 533 1834 481 413 157 1471 1341 363 256 130 1284 1153 1100 190 138 304 1023 238 160 104 131
internal_count=2367 533 1834 481 413 157 1471 1341 363 256 130 1284 1153 1100 190 138 304 1023 238 160 104 131
is_linear=0
shrinkage=0.00281635


Tree=2492
num_leaves=29
num_cat=0
split_feature=3 3 43 12 12 3 10 43 43 12 49 49 3 151 3 159 12 43 1446 52 157 12 12 52 12 52 52 3
split_gain=88.2615 22.1892 23.2904 17.7315 9.56898 8.67689 7.29559 7.46408 3.81463 3.23816 3.20356 2.24004 2.04466 1.66895 2.72642 1.32769 1.17846 0.942529 0.743428 0.814031 0.774077 0.739169 0.685317 0.71333 0.521599 0.459868 0.430104 0.347371
threshold=-0.06340999999999998 0.30112000000000005 -0.042649999999999993 1.0000000180025095e-35 0.10266500000000002 0.11745500000000002 -1.0000000180025095e-35 -0.11741999999999998 0.0054600000000000004 0.09141500000000001 -0.016709999999999999 0.082865000000000008 -0.11756999999999999 -0.088054999999999981 -0.097224999999999992 0.083310000000000009 -0.088294999999999985 -0.060799999999999993 0.037915000000000011 -0.00094999999999999989 -0.081329999999999986 0.085905000000000023 0.096370000000000025 0.086965000000000015 0.095330000000000012 -0.013914999999999999 0.024560000000000002 -0.082134999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 9 8 -2 -8 10 13 -4 17 -6 -5 21 -3 -9 22 20 -20 -16 -15 23 -11 27 -12 -14 -19
right_child=1 15 5 4 12 -7 7 16 -10 11 25 -13 26 14 18 -17 -18 24 19 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0010397060403988159 0.00017393131988726641 0.00055152459423694997 0.0020503362814093917 0.002540220923389271 0.0016719735785989424 0.0012380845534647534 0.0021955857762349248 0.0011883991669412459 0.0018081533453724226 0.0021654712510394331 0.003045946327431472 0.0021769090344041183 0.0021649210417101286 0.0036317909156639355 0.003129917788103921 -9.7216627980639886e-05 0.00061977261598182142 0.0031089646246564569 0.0028508285892392764 0.0033050959045129477 0.0028090618137720062 0.0031392489615262964 0.0028165843281809651 0.0026209923248933747 0.0026785467491197406 0.0026996995448012517 0.0024786843511717875 0.0027874833481529309
leaf_weight=53 66 52 61 93 55 67 53 60 68 52 57 80 75 52 72 52 61 65 65 69 556 52 54 66 103 79 75 54
leaf_count=53 66 52 61 93 55 67 53 60 68 52 57 80 75 52 72 52 61 65 65 69 556 52 54 66 103 79 75 54
internal_value=0 0.00144778 0.00166971 0.00267597 0.0027289 0.00216263 0.000987698 0.00129619 0.00239627 0.00281201 0.00259912 0.00261713 0.00214776 0.00290831 0.0029478 0.000226859 0.00090199 0.00270644 0.00288798 0.00308497 0.0028459 0.00338582 0.00254504 0.00242051 0.00283134 0.00284504 0.00232201 0.00296334
internal_weight=0 676 572 1691 1638 332 240 174 265 1433 197 474 205 959 866 104 121 394 762 134 628 104 172 118 222 136 150 119
internal_count=2367 676 572 1691 1638 332 240 174 265 1433 197 474 205 959 866 104 121 394 762 134 628 104 172 118 222 136 150 119
is_linear=0
shrinkage=0.00287267


Tree=2493
num_leaves=20
num_cat=0
split_feature=4 3 123 14 51 48 124 4 4 12 12 16 51 3 15 12 14 16 4
split_gain=34.8424 14.9137 10.143 4.49691 4.81994 4.41893 2.8451 2.13308 2.14782 3.6441 1.78061 1.58303 1.62276 1.57181 2.38717 1.37086 1.2709 2.39569 0.938218
threshold=0.30163500000000004 0.30112000000000005 1.0000000180025095e-35 0.062655000000000016 0.0089800000000000019 0.088580000000000006 -0.083859999999999976 0.036620000000000007 -0.0062699999999999987 0.081420000000000006 0.084955000000000017 -0.10803999999999998 -0.40771999999999992 -0.081184999999999993 -0.067469999999999988 0.090005000000000016 -1.0000000180025095e-35 -0.49181999999999998 0.41816000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 13 -4 8 9 -1 -10 15 -13 -6 -15 -9 -2 18 -18
right_child=16 -3 6 -5 5 -7 -8 11 10 -11 -12 12 -14 14 -16 -17 17 -19 -20
leaf_value=0.0014890008980555551 0.0011024038278066703 0.00047160754316513963 0.00075353168355548803 0.0026199837824637646 0.0021032516747561494 0.0010756283599857271 0.0016028763642037221 0.0022072811188905811 0.0027278636669681253 0.0020387409131953967 0.0021393577009559857 0.0018296564287188606 0.0012301174341447134 0.0020104728684298473 0.0012107972291166475 0.0016718519417509225 0.00062521179949909559 0.00019124285484044479 0.001110377435148645
leaf_weight=97 68 54 64 73 85 82 53 81 53 1042 135 75 60 55 55 63 56 54 62
leaf_count=97 68 54 64 73 85 82 53 81 53 1042 135 75 60 55 55 63 56 54 62
internal_value=0 0.00187674 0.00191333 0.00195966 0.00193404 0.00160373 0.00113852 0.001991 0.00203638 0.00199195 0.00230542 0.00177503 0.00156341 0.00182566 0.0016109 0.00197323 0.000788469 0.000664187 0.000880374
internal_weight=0 2127 2073 1956 1883 277 117 1606 1327 1139 188 279 135 195 110 144 240 172 118
internal_count=2367 2127 2073 1956 1883 277 117 1606 1327 1139 188 279 135 195 110 144 240 172 118
is_linear=0
shrinkage=0.00270699


Tree=2494
num_leaves=9
num_cat=0
split_feature=49 48 10 1 0 147 15 15
split_gain=1.01152 1.1489 1.02406 2.57367 1.02408 1.57616 1.76565 0.888099
threshold=0.15638000000000005 0.12796000000000005 0.058500000000000003 0.14218000000000003 -0.23141499999999995 0.085610000000000006 -0.24269999999999997 -0.11664999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=0.0035585672788588647 -0.00053027024885452022 -0.00082896953762384891 -0.00060962759179208827 0.0045064483540695199 -0.00097100220194441139 0.0033411864051324613 0.002604457430152426 0.0012908047403301886
leaf_weight=52 64 52 54 66 78 92 130 1779
leaf_count=52 64 52 54 66 78 92 130 1779
internal_value=0 0.00142127 0.00147332 0.00152459 0.00143217 0.0013789 0.00128796 0.00138035
internal_weight=0 2303 2251 2197 2131 2079 1987 1909
internal_count=2367 2303 2251 2197 2131 2079 1987 1909
is_linear=0
shrinkage=0.0153263


Tree=2495
num_leaves=27
num_cat=0
split_feature=12 2 42 13 13 12 11 13 2 2 13 49 40 13 2 12 130 42 15 13 403 133 133 15 15 13
split_gain=45.6003 30.3334 9.03437 7.88578 7.33625 6.22076 5.43448 3.72813 3.15856 4.08027 3.37366 3.1885 2.6477 2.08135 1.97592 1.85895 1.71531 1.64169 1.54346 1.48703 1.30525 1.26805 1.01731 0.978874 0.729315 0.498552
threshold=-0.011819999999999999 0.11366500000000002 -0.0043149999999999994 -0.14545999999999995 -0.0095949999999999976 0.099815000000000015 1.0000000180025095e-35 0.059130000000000009 0.090225000000000014 0.064660000000000009 -0.066659999999999983 -0.014169999999999999 -0.061244999999999994 -1.0000000180025095e-35 0.085730000000000015 0.083795000000000022 0.092560000000000017 0.083385000000000015 -0.061559999999999997 0.039845000000000012 -0.072134999999999991 0.015045000000000001 -0.088234999999999994 -0.10556999999999998 0.091230000000000019 0.014185000000000001
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 5 -1 -3 12 6 8 18 9 10 24 -10 23 17 15 -11 21 -13 -5 -8 -12 25 -16 -4 -2 -7
right_child=1 3 4 7 -6 16 19 -9 11 14 20 13 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0025260237390418998 0.0031172279436774675 0.00083699723198887366 0.0016075943119970508 0.0026346828837941431 0.00037339921416532096 0.001934942402283003 0.0039897349238947723 0.0014672487203107631 0.0021916162579379366 0.0037265018488702398 0.0027153763834367414 0.0023193894700050039 0.0012110653604974451 0.0032224993399743067 0.003350347758155384 0.003205184498009619 0.002954796940166436 0.0028571541594688511 0.0020378555324661739 0.003301315388135528 0.0021328518847047568 0.0026285734838384328 0.0029624163024406145 0.0021483570608880147 0.0027518765805954093 0.0023469904069755125
leaf_weight=73 156 52 55 80 52 52 52 56 76 84 65 67 84 97 73 204 54 187 71 58 69 84 316 62 70 52
leaf_count=73 156 52 55 80 52 52 52 56 76 84 65 67 84 97 73 204 54 187 71 58 69 84 316 62 70 52
internal_value=0 0.00279652 0.00161744 0.00185809 0.00135516 0.00293034 0.00299768 0.00211445 0.00295037 0.00303798 0.00278522 0.00273753 0.00160899 0.00285565 0.00317234 0.00335734 0.0024922 0.00271543 0.00235426 0.00362703 0.00241565 0.00235917 0.0030353 0.00189442 0.0030042 0.00214127
internal_weight=0 2075 326 259 253 1816 1574 207 1464 1037 360 427 201 351 677 288 242 254 151 110 134 188 389 117 226 104
internal_count=2401 2075 326 259 253 1816 1574 207 1464 1037 360 427 201 351 677 288 242 254 151 110 134 188 389 117 226 104
is_linear=0
shrinkage=0.00293013


Tree=2496
num_leaves=20
num_cat=0
split_feature=4 40 2 2 4 11 124 12 12 0 4 13 2 2 160 16 50 133 12
split_gain=78.9567 35.2216 19.7738 7.9024 7.26755 6.59461 6.08851 6.67751 4.93484 4.53777 4.76929 4.72939 3.89927 3.24483 2.83415 4.92082 1.6481 1.46289 1.43791
threshold=0.30163500000000004 -0.026419999999999996 0.14106500000000002 0.10527500000000002 -0.16772499999999999 1.0000000180025095e-35 -0.043384999999999993 -0.08947999999999999 0.087495000000000003 -0.07304999999999999 -0.17689999999999997 -0.026084999999999997 0.090000000000000011 0.13673000000000005 -1.0000000180025095e-35 -0.54057999999999995 0.091445000000000012 -0.0081099999999999974 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 9 7 -1 -6 12 -11 -12 17 14 -2 -16 -14 -3 -10
right_child=13 2 -4 4 8 -7 -8 -9 18 10 11 -13 16 -15 15 -17 -18 -19 -20
leaf_value=0.0022521195493391778 0.0022460345971135787 0.0035634331282852279 0.0016450008820973485 0.0036080680896967295 0.00195588859457764 0.0040072693980725497 0.002586329299377551 0.0009322514180790739 0.0031712691526201275 0.0035886449748508769 0.0030223770372707279 0.0021068466877751427 0.0030129592729834669 0.0010982597370381079 0.0020883661808362292 0.0010358626007163857 0.0034837463106179843 0.0033523982064602767 0.0026493363128305605
leaf_weight=52 55 354 53 65 57 91 70 52 60 61 127 55 271 72 57 64 63 630 92
leaf_count=52 55 354 53 65 57 91 70 52 60 61 127 55 271 72 57 64 63 630 92
internal_value=0 0.00311519 0.00321389 0.00325705 0.00284711 0.00332502 0.00199245 0.00159245 0.00261032 0.00328523 0.00295754 0.00274586 0.00334563 0.00156461 0.00175522 0.0015319 0.00310184 0.00342835 0.00285555
internal_weight=0 2153 1979 1926 274 1652 174 104 209 1561 243 182 1318 248 176 121 334 984 152
internal_count=2401 2153 1979 1926 274 1652 174 104 209 1561 243 182 1318 248 176 121 334 984 152
is_linear=0
shrinkage=0.00260187


Tree=2497
num_leaves=28
num_cat=0
split_feature=1 3 124 2 15 2 43 3 12 11 1 1 0 12 0 43 124 16 15 16 16 12 43 3 15 2 15
split_gain=57.0856 11.251 10.4762 5.32887 4.89612 4.20946 6.74783 2.52986 2.27538 4.16497 3.03154 2.26568 1.84752 1.4984 1.47406 1.71658 1.36625 1.36066 1.20608 1.73886 1.01939 1.12073 1.04804 0.761379 0.735449 0.726435 0.192524
threshold=0.10538500000000002 -0.063074999999999978 -0.043384999999999993 0.090225000000000014 -0.10556999999999998 0.14307 -0.049914999999999994 0.30112000000000005 0.11769500000000001 1.0000000180025095e-35 0.088595000000000021 0.083555000000000018 -0.098179999999999976 0.089625000000000024 -0.14097999999999997 0.053035000000000006 -0.082254999999999981 0.23993500000000004 1.0000000180025095e-35 -0.073029999999999984 0.21684500000000004 0.087045000000000025 -0.075574999999999989 -0.08095999999999999 1.0000000180025095e-35 0.084825000000000025 0.094620000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 11 -2 6 16 -8 9 10 20 14 -13 24 -4 18 -3 -6 19 -16 21 -5 -22 -15 -14 -20 -25
right_child=1 5 3 8 17 -7 7 -9 -10 -11 -12 12 13 23 15 -17 -18 -19 25 -21 22 -23 -24 26 -26 -27 -28
leaf_value=0.0017736853803050237 0.0014845175196627608 0.0012751554756542411 0.0036049402674311029 0.0031320036046081578 0.0022536391670439308 0.00069129257080214159 0.0022688574572619379 0.0014050740707567068 0.0020587725682744964 0.0034936183912971028 0.0019348235781562269 0.0022568241863564994 0.0033246687941267576 0.0024497906598278749 0.0033612163793614092 0.0035663466076935051 0.00058668123416062928 0.0029248184238463708 0.0033042458899942432 0.0027216088163671201 0.002725065854895859 0.0026971498946441017 0.002133968845907044 0.0030095311373396819 0.0028753989391896591 0.0030084420580167898 0.0027391819999046368
leaf_weight=90 52 56 53 70 53 82 90 52 58 59 56 52 82 72 52 60 56 67 144 207 61 348 57 52 65 194 61
leaf_count=90 52 56 53 70 53 82 90 52 58 59 56 52 82 72 52 60 56 67 144 207 61 348 57 52 65 194 61
internal_value=0 0.00163591 0.00281001 0.00286173 0.00228295 0.00130459 0.00150245 0.00195278 0.00265133 0.00270408 0.00262533 0.00299805 0.00280473 0.00289044 0.00310256 0.00306198 0.000931215 0.00262866 0.00301123 0.00285015 0.00269741 0.00277005 0.00243982 0.0027029 0.00312624 0.00313456 0.00286388
internal_weight=0 508 1893 1803 172 336 254 142 709 651 592 1094 384 332 710 657 112 120 597 259 536 418 118 185 147 338 113
internal_count=2401 508 1893 1803 172 336 254 142 709 651 592 1094 384 332 710 657 112 120 597 259 536 418 118 185 147 338 113
is_linear=0
shrinkage=0.00310948


Tree=2498
num_leaves=35
num_cat=0
split_feature=1 132 43 12 0 50 12 0 0 42 0 12 16 160 12 403 43 0 131 1 1 42 0 16 132 43 400 43 12 12 0 42 16 0
split_gain=1.50065 2.15555 2.37406 2.83111 1.43952 1.55342 1.40062 1.54048 1.35023 1.19302 1.60547 0.980242 1.00447 1.40872 0.924617 0.924032 1.07207 0.832431 0.706215 0.597859 1.21152 0.58086 0.439214 0.740411 0.387376 0.336111 0.305543 0.39791 0.281514 0.61787 0.249813 0.224482 0.213042 0.125871
threshold=0.085720000000000005 -0.012329999999999999 -0.035884999999999993 -0.054684999999999991 0.033830000000000006 0.10803500000000001 0.087045000000000025 -0.14989499999999997 -0.074434999999999987 0.085495000000000015 -0.061654999999999995 1.0000000180025095e-35 -0.41574999999999995 0.083410000000000026 0.092495000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086284999999999987 0.094860000000000014 0.091515000000000013 0.10574000000000001 0.08400500000000001 -0.078269999999999992 -0.020464999999999997 0.09678500000000001 -0.083154999999999993 -0.064794999999999978 -0.14495499999999997 0.10388500000000002 0.095165000000000013 -0.089704999999999993 0.084815000000000015 -0.011859999999999997 -0.071104999999999988
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
left_child=6 -2 11 -4 5 19 7 -1 15 24 22 12 -3 -14 25 17 21 -9 -16 -5 -21 32 23 30 26 -13 -8 -28 29 -29 -11 -23 -17 -24
right_child=1 2 3 4 -6 -7 9 8 -10 10 -12 14 13 -15 18 16 -18 -19 -20 20 -22 31 33 -25 -26 -27 27 28 -30 -31 -32 -33 -34 -35
leaf_value=0.0060101141878467204 -0.0015988351863376934 0.0020288824844840519 0.0064567534655935923 0.00011266440321504874 0.0045161775310459699 0.0044513112145662323 0.0039158948122569957 0.0050250019891834585 0.0052706532754762782 0.0030084002749925383 -0.0012407431518341144 0.0038545112385276405 -0.0021820221357726328 0.0014366976965897789 -0.00030125346249532093 0.0040756728623715672 -0.00024674376367865726 0.0024713601299036101 0.00208015919601998 0.003554617481507919 0.00081772373886335886 0.0008856514010161426 0.0033668616617160614 -0.00022824468847997822 0.0012927862509087139 0.0019587343406650254 0.003873610297374386 0.0026864209544229271 0.0034036241750363271 0.00036845466936571373 0.0014797284730949684 0.0023022737076867266 0.002549280615596681 0.0021488032363723561
leaf_weight=54 60 54 55 94 71 57 75 74 65 54 63 52 87 54 89 65 54 86 68 78 141 59 53 63 53 67 63 106 52 54 88 86 52 55
leaf_count=54 60 54 55 94 71 57 75 74 65 54 63 52 87 54 89 65 54 86 68 78 141 59 53 63 53 67 63 106 52 54 88 86 52 55
internal_value=0 0.00163743 0.00183843 0.00268868 0.00221831 0.00177686 0.00252781 0.00317153 0.00288785 0.00203589 0.00132165 0.000942655 -1.18908e-05 -0.000794796 0.00161774 0.00256207 0.0020088 0.00365359 0.000728989 0.00128922 0.00179337 0.00247441 0.001838 0.00135751 0.00270182 0.00278872 0.00291465 0.0026409 0.00227369 0.00190528 0.00206238 0.00172715 0.00339888 0.00274829
internal_weight=0 1027 967 496 441 370 1374 595 541 779 376 471 195 141 276 476 316 160 157 313 219 262 313 205 403 119 350 275 212 160 142 145 117 108
internal_count=2401 1027 967 496 441 370 1374 595 541 779 376 471 195 141 276 476 316 160 157 313 219 262 313 205 403 119 350 275 212 160 142 145 117 108
is_linear=0
shrinkage=0.0176051


Tree=2499
num_leaves=18
num_cat=0
split_feature=1 3 124 3 3 12 3 124 3 3 1 1 11 12 3 49 0
split_gain=81.0282 17.2997 8.55313 4.49169 9.29646 3.91948 3.55712 2.5693 2.37635 2.9425 2.33483 1.97943 2.58873 2.39627 1.39346 1.33264 0.883714
threshold=0.10335000000000001 -0.055839999999999994 -0.080389999999999989 0.077930000000000013 0.30112000000000005 0.11769500000000001 0.086245000000000016 -0.082254999999999981 -0.016164999999999995 -0.081184999999999993 0.12180500000000001 0.088315000000000018 1.0000000180025095e-35 0.089150000000000021 -0.080634999999999984 0.095135000000000011 -0.050864999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 7 -5 6 8 -3 9 11 16 12 -4 -13 -11 -16 -2
right_child=1 3 5 4 -6 -7 -8 -9 -10 14 -12 13 -14 -15 15 -17 -18
leaf_value=0.0021176124753251218 0.00253181374979136 0.0014900642324902436 0.0033154067493148904 0.0024856412158886067 0.00111991273296918 0.0024484027899090905 0.0026635451983959843 0.00075435747853000597 0.0037428362057988183 0.0025684080485741632 0.0020116758334930438 0.0024743023534537995 0.0039386925773399846 0.0032740908404442284 0.0031584878232638644 0.0027500390860977645 0.0030151310196791892
leaf_weight=71 78 77 793 84 95 64 103 95 80 53 54 53 65 93 392 89 62
leaf_count=71 78 77 793 84 95 64 103 95 80 53 54 53 65 93 392 89 62
internal_value=0 0.00182537 0.00313626 0.00142929 0.00176099 0.00317676 0.00320383 0.0010839 0.00323821 0.00321194 0.00254182 0.00330763 0.00336266 0.00298398 0.00303197 0.00308298 0.00274608
internal_weight=0 545 1856 351 179 1785 1721 172 1618 1538 194 1004 858 146 534 481 140
internal_count=2401 545 1856 351 179 1785 1721 172 1618 1538 194 1004 858 146 534 481 140
is_linear=0
shrinkage=0.00298873


Tree=2500
num_leaves=19
num_cat=0
split_feature=4 3 12 4 14 12 4 12 156 1429 11 48 16 49 151 4 16 16
split_gain=59.3458 21.3951 14.1382 5.5899 4.49842 4.44902 2.71098 2.62412 1.81096 3.07293 2.19378 1.79881 1.4026 1.36865 0.860465 0.664842 0.537769 0.417847
threshold=0.27161500000000005 0.11745500000000002 -0.010219999999999998 -0.011514999999999999 -0.45687499999999998 0.11844 0.0053900000000000016 0.089885000000000007 0.087205000000000019 0.084665000000000004 1.0000000180025095e-35 0.086165000000000005 -0.49181999999999998 -0.053439999999999994 -0.063609999999999986 0.065590000000000009 0.061395000000000012 0.051380000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 8 15 10 16 13 -5 14 -4 -6 -8 -10 -9
right_child=4 -3 5 11 12 -7 7 17 9 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0014113870882371485 0.0021957517238844269 0.0014664259248964146 0.0026584970218410924 0.0028803895745351045 0.0011525231538774268 0.0022844444576742688 0.0028652110369926805 0.0023633295277273926 0.0031944152889952161 0.0022090496550878727 0.0035896541532912606 0.0021244766047667164 0.00097306082608313157 0.0030939891255121086 0.0016191125817089634 0.0033032090319467405 0.0028409400213426157 0.0026717902041389322
leaf_weight=61 52 89 64 53 54 73 64 87 74 53 72 52 88 1122 85 55 74 67
leaf_count=61 52 89 64 53 54 73 64 87 74 53 72 52 88 1122 85 55 74 67
internal_value=0 0.00284483 0.00290706 0.00210415 0.00143284 0.00298088 0.00301022 0.00274638 0.00305956 0.00280476 0.00310025 0.00250632 0.00125794 0.00307051 0.00143807 0.0030679 0.00301788 0.00249773
internal_weight=0 2060 1971 166 279 1805 1732 273 1459 201 1258 105 227 1186 139 119 148 154
internal_count=2339 2060 1971 166 279 1805 1732 273 1459 201 1258 105 227 1186 139 119 148 154
is_linear=0
shrinkage=0.00287267


Tree=2501
num_leaves=26
num_cat=0
split_feature=1 52 1 2 2 2 1 150 4 1 51 475 483 159 1 42 43 133 43 52 1 43 13 1 52
split_gain=59.585 12.0423 6.26459 6.02585 4.29537 5.70185 2.40211 2.29495 1.94646 1.70537 1.61872 1.58495 1.53715 1.2128 1.51422 1.41603 1.01831 0.930472 1.17035 0.937503 0.727131 0.801708 0.720681 0.689134 0.536425
threshold=0.104035 -0.24526499999999998 0.13554500000000003 0.099675000000000014 0.10774000000000002 -1.0000000180025095e-35 0.085810000000000011 0.083825000000000011 0.36766000000000004 0.081315000000000012 0.11024000000000002 -0.060699999999999997 0.091400000000000009 0.088255000000000014 0.078435000000000019 0.08733500000000001 -0.038674999999999994 0.11524500000000001 -1.0000000180025095e-35 0.048675000000000003 0.088950000000000015 0.0019650000000000002 -0.13033499999999998 0.091485000000000025 -0.088629999999999987
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 4 6 5 -3 10 11 -6 17 12 -8 13 14 15 -1 23 18 19 -5 -18 -22 -4 -13 -15
right_child=1 2 22 9 8 -7 7 -9 -10 -11 -12 16 -14 24 -16 -17 20 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0030926128091447124 0.0028109238664571429 0.0014935432603364117 0.00085868875690826201 0.0026222918170502579 0.0012040815432314948 0.0026015686578959229 0.0023656957945844648 0.0022544158410106687 0.0017886890064623753 0.0021258528825361606 0.0024867869732148043 0.0029299386131953391 0.00252406768991749 0.0025285267597509155 0.0034722255926807493 0.0028332457169917033 0.0027669159961929554 0.0022635511872515948 0.0023964568716621053 0.0030921319227757032 0.0034069574762160717 0.0029215041161383031 0.001273463002303828 0.0025275651346819603 0.0029328609077761019
leaf_weight=561 72 60 60 74 84 87 53 69 91 78 52 61 52 52 61 230 52 53 74 60 55 52 70 74 52
leaf_count=561 72 60 60 74 84 87 53 69 91 78 52 61 52 52 61 230 52 53 74 60 55 52 70 74 52
internal_value=0 0.00176162 0.00159441 0.00281878 0.00180109 0.00214951 0.00289514 0.00271649 0.00150825 0.00248619 0.00296523 0.00280829 0.00298988 0.00301519 0.00304984 0.00301723 0.00288797 0.00259376 0.00267776 0.00283289 0.00303924 0.00317131 0.00108226 0.0027096 0.00273098
internal_weight=0 524 452 1815 322 147 1476 416 175 339 1060 347 1008 956 852 791 294 261 208 134 159 107 130 135 104
internal_count=2339 524 452 1815 322 147 1476 416 175 339 1060 347 1008 956 852 791 294 261 208 134 159 107 130 135 104
is_linear=0
shrinkage=0.00276112


Tree=2502
num_leaves=11
num_cat=0
split_feature=11 124 14 4 1213 52 1456 14 123 1
split_gain=1.75391 1.39327 1.68393 1.31309 1.2158 0.883749 0.964016 1.07173 0.692964 0.512628
threshold=0.093970000000000012 -0.078224999999999989 -0.24758499999999997 0.26900000000000007 0.12428000000000002 0.51339500000000016 -0.090954999999999994 0.062655000000000016 0.085740000000000011 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 6 -4 -8 -1 -5
right_child=-2 2 3 9 -6 -7 7 -9 -10 -11
leaf_value=0.0018667951600229991 -0.00070057732171993094 0.0055530529331774287 0.00049728865737589626 0.0022633672062750366 0.0049970774977915657 0.00064000232056733968 0.0028117717538270084 0.00023663618153707124 -0.00049066573158474292 0.00015753254120361165
leaf_weight=98 57 61 65 60 69 74 1634 54 68 99
leaf_count=98 57 61 65 60 69 74 1634 54 68 99
internal_value=0 0.00248587 0.00261019 0.00252275 0.00265425 0.00256567 0.00264685 0.00272951 0.000899933 0.000953393
internal_weight=0 2282 2116 2055 1896 1827 1753 1688 166 159
internal_count=2339 2282 2116 2055 1896 1827 1753 1688 166 159
is_linear=0
shrinkage=0.0179572


Tree=2503
num_leaves=15
num_cat=0
split_feature=0 40 15 483 42 483 447 49 15 4 4 133 4 0
split_gain=1.33972 1.25401 0.97078 0.915095 1.96026 1.09585 1.33766 0.902087 1.3465 1.5351 1.0731 0.723785 0.514449 0.206906
threshold=-0.15825999999999998 -0.084709999999999994 -0.037184999999999996 0.08956500000000002 0.087195000000000009 0.085330000000000017 0.084700000000000011 -1.0000000180025095e-35 0.016500000000000004 -0.0062699999999999987 -0.020389999999999995 0.11588000000000002 -0.011514999999999999 -0.23046999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 5 -5 6 7 10 9 -9 -3 -10 -12 -1
right_child=1 3 -4 4 -6 -7 -8 8 11 -11 12 -13 -14 -15
leaf_value=0.0018340321876934504 -1.3111122443364757e-05 0.004699510980124535 -0.0013338251637442103 -0.00094175122147052714 0.002292395510862682 0.0040735073184018124 -0.00044834408969417552 0.00064447490565480031 0.0025300875656938853 0.0019689619569544579 0.00099802870982111614 0.0014617285792684382 0.0027643443497267759 0.00052466380922894685
leaf_weight=53 85 53 52 79 91 53 54 353 582 450 52 191 134 57
leaf_count=53 85 53 52 79 91 53 54 353 582 450 52 191 134 57
internal_value=0 0.0017741 0.000356485 0.00184679 0.000788525 0.00194031 0.00187973 0.00194909 0.00181835 0.00138692 0.00281052 0.00226632 0.0022714 0.001157
internal_weight=0 2177 162 2092 170 1922 1869 1815 1576 803 239 773 186 110
internal_count=2339 2177 162 2092 170 1922 1869 1815 1576 803 239 773 186 110
is_linear=0
shrinkage=0.0150258


Tree=2504
num_leaves=25
num_cat=0
split_feature=4 12 4 4 2 2 2 12 0 15 49 0 4 12 157 4 4 4 160 15 2 1447 0 403
split_gain=56.5425 19.047 9.06298 7.11929 5.95602 5.0299 4.70696 3.15077 2.65859 2.23449 3.27023 3.62623 2.0065 1.56324 1.58205 1.62189 1.51453 1.15233 1.05811 0.915602 0.837035 0.727856 0.563351 0.256363
threshold=0.27161500000000005 0.054520000000000006 -0.17689999999999997 0.076415000000000025 0.097145000000000023 0.10161500000000002 0.079570000000000016 0.083785000000000012 -0.076969999999999997 -0.50083499999999992 -0.006494999999999999 -0.10490499999999998 -0.019114999999999997 0.090345000000000023 -0.0066899999999999989 0.046720000000000005 -0.086179999999999993 -0.028814999999999997 -0.23413499999999995 -0.077809999999999976 0.11144000000000001 -0.08477999999999998 -0.084044999999999995 -0.025969999999999997
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 2 -1 4 6 7 -4 17 -7 -2 -11 -12 20 16 -15 18 23 -3 -16 -6 -10 -18 -23 -9
right_child=9 5 3 -5 19 8 -8 13 12 10 11 -13 -14 14 15 -17 21 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0028440448520380707 0.00078066198545976011 0.003605721451338779 0.0014317989662011681 0.0028028897808562224 0.0013783808267461626 0.0018236085222632257 0.0024657036983476606 0.0033566552609446449 0.0024941556241461263 0.00080943336074349359 0.0021960173629346417 0.0012831153327842991 0.002182402944509968 0.0022061783038961422 0.002445796953561018 0.00236124715905192 0.0025005438896662335 0.003013914723369703 0.0028613959305126293 0.00084885172925067056 0.0029702876123784672 0.0029290531540483809 0.0027362225345811601 0.0030584312541073098
leaf_weight=96 64 54 65 52 57 53 83 52 54 58 56 101 78 53 60 83 52 57 366 52 74 366 201 52
leaf_count=96 64 54 65 52 57 53 83 52 54 58 56 101 78 53 60 83 52 57 366 52 74 366 201 52
internal_value=0 0.00263119 0.00207249 0.00183269 0.00163627 0.00276789 0.00201183 0.00283622 0.00239945 0.00125295 0.0013934 0.00160893 0.00254745 0.00279595 0.00268153 0.00273097 0.00288485 0.0033021 0.00280293 0.00112604 0.00276966 0.00283054 0.00286075 0.00320784
internal_weight=0 2060 405 309 257 1655 148 1396 259 279 215 157 206 1285 562 509 723 111 426 109 128 619 567 104
internal_count=2339 2060 405 309 257 1655 148 1396 259 279 215 157 206 1285 562 509 723 111 426 109 128 619 567 104
is_linear=0
shrinkage=0.00287267


Tree=2505
num_leaves=21
num_cat=0
split_feature=3 4 1452 1427 16 52 43 16 15 16 4 16 0 16 16 133 0 43 3 43
split_gain=2.47587 1.5723 1.50272 1.27363 1.07089 1.53795 1.49737 1.1321 1.14039 1.04797 2.7796 2.39649 0.998916 0.87397 1.25621 0.933102 0.576704 0.518394 0.4606 0.339954
threshold=0.30112000000000005 1.0000000180025095e-35 0.087755000000000014 0.080970000000000014 -0.44010499999999991 -0.060549999999999993 -0.040789999999999993 -0.053214999999999991 -0.23055999999999996 0.21684500000000004 -0.37626499999999991 0.40304500000000004 -0.16242999999999996 0.014185000000000001 -0.0021749999999999994 0.08709500000000002 -0.089364999999999986 -0.078059999999999977 -0.08322499999999998 -0.0094899999999999984
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 2 3 9 12 6 -6 8 -7 10 -1 -11 -3 14 -12 -15 19 -14 -13 -10
right_child=-2 4 -4 -5 5 7 -8 -9 16 11 13 18 17 15 -16 -17 -18 -19 -20 -21
leaf_value=0.0068861159624330629 -0.0009342095458646963 0.00062049152220140747 0.0058134569193982934 0.0055029338933884646 0.00081602074160699325 -0.0013885569547923329 0.0044164125758558177 -0.0016659608207173987 0.0014117169629552025 -0.0014817520588815767 0.0024197988863276349 0.0016386789261852454 0.0023029423067335336 -0.00061248515404197217 0.0051151954937319151 0.0027520127132021344 5.096513597463308e-05 0.0046792032387583437 0.004075732035624946 0.0035359534470530292
leaf_weight=55 94 61 54 52 95 59 81 88 55 81 1013 59 64 70 70 56 52 77 59 60
leaf_count=55 94 61 54 52 95 59 81 88 55 81 1013 59 64 70 70 56 52 77 59 60
internal_value=0 0.00228372 0.00262431 0.0025105 0.0015112 0.00101957 0.0024742 0.000203575 0.000932453 0.002404 0.00261053 0.0010911 0.00270273 0.00241585 0.00259421 0.0008812 0.00175369 0.00360209 0.00285896 0.00252182
internal_weight=0 2261 1569 1515 692 490 176 314 226 1463 1264 199 202 1209 1083 126 167 141 118 115
internal_count=2355 2261 1569 1515 692 490 176 314 226 1463 1264 199 202 1209 1083 126 167 141 118 115
is_linear=0
shrinkage=0.0194374


Tree=2506
num_leaves=17
num_cat=0
split_feature=0 9 14 1456 0 0 48 52 15 2 12 15 0 52 16 16
split_gain=1.49667 1.14264 1.07718 0.993554 0.821388 0.737405 2.33857 1.72891 1.65844 1.09983 1.77344 1.31928 1.061 0.735584 1.77839 0.164751
threshold=-0.13740499999999997 0.085355000000000014 0.019675000000000002 -0.22473499999999999 -0.11208499999999998 -0.037794999999999995 0.089025000000000007 -0.11183499999999999 -0.23488499999999998 0.092300000000000007 0.083785000000000012 -0.0078799999999999981 0.048655000000000011 -0.071604999999999988 -0.34140499999999996 0.62487500000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 -2 -5 8 7 15 -6 10 -10 -11 -9 -1 -15 -7
right_child=1 -3 -4 4 5 6 -8 12 9 11 -12 -13 -14 14 -16 -17
leaf_value=0.0014884941659130463 0.0043585194689454987 -0.00064819658922640614 0.0024122360102280293 0.00385955530417981 -0.00091679181353138746 0.00091861589087321831 -0.000739981339979369 0.0066082254246047972 0.0042394780359383778 0.0017782653604245192 0.001811610221021414 -0.00028536122585418343 0.0033599488780806631 0.00089802300581997554 -0.0027832397185080389 0.0023431394017302829
leaf_weight=69 52 58 73 63 79 52 55 56 108 255 967 164 78 97 75 54
leaf_count=69 52 58 73 63 79 52 55 56 108 255 967 164 78 97 75 54
internal_value=0 0.00183372 0.000501135 0.00190641 0.00184028 0.00177207 0.00259701 0.00336254 0.00161724 0.00175137 0.0020557 0.000970088 0.00471887 -7.69512e-05 -0.000706064 0.00164613
internal_weight=0 2041 314 1983 1931 1868 295 240 1573 1494 1075 419 134 241 172 106
internal_count=2355 2041 314 1983 1931 1868 295 240 1573 1494 1075 419 134 241 172 106
is_linear=0
shrinkage=0.0179572


Tree=2507
num_leaves=11
num_cat=0
split_feature=3 43 4 16 130 3 1212 16 16 16
split_gain=1.50931 1.09617 2.23103 0.875928 0.840568 0.720538 0.624175 0.639905 2.47561 0.557269
threshold=0.30112000000000005 -0.15786499999999998 -0.51003499999999991 -0.077734999999999985 -0.081769999999999995 0.12566000000000002 0.11930500000000001 -0.42004999999999992 -0.18776499999999999 -0.50476999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 7 9 -9 -6
right_child=-2 2 4 -5 5 -7 -8 8 -10 -11
leaf_value=0.0015152374448543018 -0.00090284247206722174 0.0055076231316829706 -0.00067724999537962952 -0.0011526853144972113 0.0018658387552611328 0.0038640305622329335 0.0035912203025209128 -0.0023887237168747715 0.001551964446152299 0.0041058787136077106
leaf_weight=86 94 54 58 93 125 52 55 60 1618 60
leaf_count=86 94 54 58 93 125 52 55 60 1618 60
internal_value=0 0.00156021 0.00168325 0.000127973 0.00158132 0.00164792 0.00158773 0.00152847 0.00141094 0.00259344
internal_weight=0 2261 2082 179 2028 1970 1918 1863 1678 185
internal_count=2355 2261 2082 179 2028 1970 1918 1863 1678 185
is_linear=0
shrinkage=0.0190563


Tree=2508
num_leaves=21
num_cat=0
split_feature=1 3 39 1 3 3 3 16 13 0 403 50 1452 0 1 50 1 160 160 1
split_gain=46.3911 6.98628 5.09987 4.02157 3.60852 3.20597 5.43387 2.37167 2.17454 1.63842 3.08568 1.55048 1.0285 1.01064 4.53213 1.21936 0.961419 1.56932 0.707952 0.302263
threshold=0.109225 -0.06340999999999998 0.081875000000000017 0.092655000000000015 0.10323000000000002 0.31534000000000006 0.12991000000000003 0.052915000000000011 -0.038394999999999992 -0.076539999999999983 0.025280000000000004 0.089465000000000017 0.086765000000000023 -0.13314999999999996 0.085425000000000015 0.10883000000000001 0.084885000000000002 -1.0000000180025095e-35 0.10266000000000002 0.10171500000000001
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 7 4 -4 9 6 8 -2 -3 12 11 16 13 14 -1 18 17 -11 -15 -18
right_child=1 5 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 15 -16 -17 19 -19 -20 -21
leaf_value=0.0028427653076678553 0.0016458467174481684 0.0014763406441304957 0.0025141379903732813 0.0014412219720997454 0.0018773257266586599 0.00059998544372008578 0.0021559988494332617 0.0024558368763130806 0.00078419996437502219 0.0018613162360350329 0.0017450575222201798 0.0028665563934151118 0.0030121046897777226 0.0026800026263690021 0.0017856181130469619 0.0023167104301098432 0.0027978803452562767 0.0024373464927512564 0.0023390594997931033 0.0024796054245917608
leaf_weight=77 76 66 54 68 69 68 52 53 96 54 53 80 55 934 64 99 54 171 57 55
leaf_count=77 76 66 54 68 69 68 52 53 96 54 53 80 55 934 64 99 54 171 57 55
internal_value=0 0.00141371 0.0024974 0.00191638 0.00253629 0.00115506 0.00133129 0.00197888 0.00106638 0.00256221 0.0024127 0.00249809 0.00261648 0.00259878 0.00236315 0.00262923 0.00240975 0.00229924 0.00266042 0.00263757
internal_weight=0 411 1944 122 1822 282 214 129 162 1753 467 414 1286 1231 141 1090 334 225 991 109
internal_count=2355 411 1944 122 1822 282 214 129 162 1753 467 414 1286 1231 141 1090 334 225 991 109
is_linear=0
shrinkage=0.00293013


Tree=2509
num_leaves=24
num_cat=0
split_feature=13 4 4 49 49 151 49 2 160 52 52 2 43 42 4 481 160 52 13 52 4 156 2
split_gain=1.53443 1.92924 1.22595 1.41884 1.31763 1.29984 1.25542 1.2237 1.32352 0.714738 0.706042 0.624118 0.620322 1.02834 0.535251 0.556476 0.543898 0.505256 0.501933 0.377596 0.351748 0.303758 0.266403
threshold=-0.16392499999999996 0.018150000000000003 1.0000000180025095e-35 0.087395000000000014 0.0029050000000000005 -0.081989999999999993 -0.066019999999999981 0.11866500000000001 -0.015149999999999999 -0.016619999999999996 -0.022844999999999997 0.10428500000000002 -0.11741999999999998 -0.091729999999999992 -0.085574999999999984 -0.083994999999999986 -0.0064899999999999992 0.074235000000000009 -0.076289999999999983 -0.15201999999999996 0.029980000000000003 0.087720000000000006 0.096120000000000025
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=1 -1 3 4 12 -4 -7 8 20 22 -9 18 13 -2 16 -16 -14 -15 -10 -17 -8 -18 -5
right_child=2 -3 5 9 -6 6 7 10 11 -11 -12 -13 14 17 15 19 21 -19 -20 -21 -22 -23 -24
leaf_value=-0.0027785805360744905 0.0026417229603118838 0.0014308456277779395 -0.0014446203091894381 0.0016123876360467869 -0.00072732678307007659 0.0033082007682267746 0.00066092949923082442 0.0038638915644842553 0.0013080407005640585 0.0049361957797768715 0.0011892003871899221 -0.0019199800010279203 0.0039433891250425027 -0.0014623476252888644 6.0074169259729802e-05 0.00034878928455370922 0.0024687658522724977 0.00087080472049540572 -0.00054201924137780287 0.0018273217405702104 0.0025351565924726835 0.00093161306604785965 0.0033242327315470025
leaf_weight=62 55 74 71 58 76 69 53 52 68 53 75 64 62 57 68 58 149 58 137 749 76 55 56
leaf_count=62 55 74 71 58 76 69 53 52 68 53 75 64 62 57 68 58 149 58 137 749 76 55 56
internal_value=0 -0.000486776 0.00143867 0.00170947 0.00152463 0.000805562 0.00107484 0.000780954 0.000300283 0.00324353 0.00228583 -0.000402188 0.00165532 0.000661457 0.00180324 0.00159241 0.00249606 -0.000283993 7.07424e-05 0.00172129 0.00176658 0.00205526 0.00245494
internal_weight=0 136 2219 1554 1387 665 594 525 398 167 127 269 1311 170 1141 875 266 115 205 807 129 204 114
internal_count=2355 136 2219 1554 1387 665 594 525 398 167 127 269 1311 170 1141 875 266 115 205 807 129 204 114
is_linear=0
shrinkage=0.0176051


Tree=2510
num_leaves=15
num_cat=0
split_feature=11 11 43 13 48 4 4 43 11 457 16 4 4 133
split_gain=1.28335 1.91211 1.25642 1.84795 0.930975 1.79724 0.789133 3.12879 0.759424 0.748186 0.99648 0.842594 0.794682 0.460982
threshold=1.0000000180025095e-35 0.085155000000000022 -0.23919999999999997 0.10935500000000002 0.10184000000000001 0.014585000000000002 -0.088499999999999981 -0.015804999999999996 0.095360000000000014 -0.011254999999999999 -0.013529999999999999 0.51224500000000017 0.41488500000000006 0.026115000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 6 -6 7 -4 -3 10 -8 12 -11 -1
right_child=1 8 3 -5 5 -7 9 -9 -10 11 -12 -13 -14 -15
leaf_value=0.00336800928986125 0.0042039732944692404 -0.00027933818293692441 -0.0031729954340717461 -0.0019786286324269685 0.0011158904794771425 -0.0023152395736132838 -0.0014125003831769293 0.0014539803004037111 0.0022314059604798655 0.0011419060591325936 0.0011616045013002768 -0.00040359935503272602 0.0030726597654990944 0.001391426103226256
leaf_weight=59 69 57 52 56 85 62 66 101 56 1434 76 80 52 53
leaf_count=59 69 57 52 56 85 62 66 101 56 1434 76 80 52 53
internal_value=0 0.00219292 0.000852491 0.000766587 0.000843228 -0.00033014 0.000936 -0.000117517 0.000963477 0.00103047 -3.36582e-05 0.00112706 0.00120958 0.00243412
internal_weight=0 182 2176 2064 2008 147 1861 153 113 1708 142 1566 1486 112
internal_count=2358 182 2176 2064 2008 147 1861 153 113 1708 142 1566 1486 112
is_linear=0
shrinkage=0.0153263


Tree=2511
num_leaves=21
num_cat=0
split_feature=1 52 1 39 150 11 1 1 48 49 43 51 51 52 43 43 47 52 1 1
split_gain=148.082 33.7244 16.8245 10.403 7.48591 4.76963 3.7519 3.07463 2.35719 2.27328 3.33633 2.62453 1.92606 1.48875 1.22976 1.30428 1.16739 0.828545 0.601132 0.56876
threshold=0.10335000000000001 -0.39430499999999996 0.12419000000000001 0.081875000000000017 0.08486500000000001 1.0000000180025095e-35 0.14787500000000001 0.084525000000000003 0.082225000000000006 -0.020999999999999994 -0.015804999999999996 -0.088764999999999983 0.11728000000000001 -0.10692499999999998 0.065040000000000014 0.15737500000000001 0.09585500000000001 -0.013914999999999999 0.13539000000000004 0.11249000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 9 17 -7 19 10 -1 13 14 -11 16 -16 -13 -4 -19 -3
right_child=1 2 6 -5 -6 7 -8 -9 -10 11 -12 12 -14 -15 15 -17 -18 18 -20 -21
leaf_value=0.002493094660469655 0.0027288318993661928 0.0013857504144508931 6.2532236659133713e-05 0.0016557291120411612 0.00035666907828287502 0.0034623026036753892 -0.00045903657780981992 0.0025844607651978931 0.00095354479946996892 0.0024138282772632772 0.0016954370458683204 0.0026201468296791468 0.0020825534653282672 0.0019277914082092311 0.0020197079256239897 0.002521788852386405 0.0022517038481680678 0.00025915478606812394 0.00064722509998730259 0.0017289234016177608
leaf_weight=86 61 64 52 103 66 56 54 53 63 100 61 1004 59 76 54 104 63 52 57 70
leaf_count=86 61 64 52 103 66 56 54 53 63 100 61 1004 59 76 54 104 63 52 57 70
internal_value=0 0.000906833 0.000674261 0.00245966 0.00111563 0.0025079 0.00013423 0.00303572 0.00136975 0.00247208 0.00216228 0.00250325 0.00254423 0.00220411 0.00256645 0.00235037 0.00259842 0.000333386 0.000462345 0.00156523
internal_weight=0 539 478 1819 263 1716 215 109 197 1607 147 1460 1284 176 1225 158 1067 161 109 134
internal_count=2358 539 478 1819 263 1716 215 109 197 1607 147 1460 1284 176 1225 158 1067 161 109 134
is_linear=0
shrinkage=0.00260187


Tree=2512
num_leaves=13
num_cat=0
split_feature=3 14 14 0 3 2 0 12 4 0 15 157
split_gain=1.72574 1.05395 0.827886 2.25555 1.2922 1.97162 1.08974 3.11191 0.813931 0.905313 2.64914 0.714693
threshold=0.32329500000000005 0.019675000000000002 -0.10708499999999999 -0.14097999999999997 -0.0044449999999999993 0.10428500000000002 0.04939000000000001 0.023990000000000004 0.30163500000000004 -0.049464999999999988 -1.0000000180025095e-35 -0.0021849999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 8 -8 9 11 -11 -5
right_child=-2 -3 3 6 5 -7 7 -9 -10 10 -12 -13
leaf_value=0.0025504837125883803 -0.0015704057959366375 0.0028943212611127287 -0.0027881506883403622 0.00042166802000089134 0.002394772158417862 -0.0019403870962582624 -0.0028872355968821259 0.0017511524510246477 -0.00053248239946132884 -0.00025186940835678886 0.0044491357821338931 0.0013624039136898908
leaf_weight=93 65 85 58 255 55 56 65 93 65 52 81 1335
leaf_count=93 65 85 58 255 55 56 65 93 65 52 81 1335
internal_value=0 0.00111597 0.00104743 0.000981256 -0.000820485 0.000206101 0.00113782 -0.000155946 0.00125224 0.00131967 0.00260984 0.00121164
internal_weight=0 2293 2208 2115 169 111 1946 158 1788 1723 133 1590
internal_count=2358 2293 2208 2115 169 111 1946 158 1788 1723 133 1590
is_linear=0
shrinkage=0.0162644


Tree=2513
num_leaves=16
num_cat=0
split_feature=0 16 11 52 49 4 16 0 3 49 3 52 48 49 159
split_gain=1.31403 3.74095 1.53233 1.05004 1.20947 1.44071 1.25315 1.63447 1.23837 1.11183 1.40662 0.772202 0.929427 0.644369 0.383954
threshold=0.04939000000000001 0.15050500000000003 0.079915000000000014 -0.53937999999999986 -0.020999999999999994 0.24099500000000004 0.041625000000000002 -0.052984999999999997 -0.090769999999999976 -0.072214999999999988 -0.016164999999999995 0.49868000000000007 0.10358500000000001 0.10655500000000002 0.081925000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 9 7 11 -8 10 -5 12 -6 14 -10
right_child=1 -3 -4 4 6 -7 8 -9 13 -11 -12 -13 -14 -15 -16
leaf_value=0.0029580446804631328 -0.0032286710447418684 0.0018837258756447179 0.0032144936272778864 -0.00025487262199892438 0.001152845794908146 -0.0027090046211989561 -0.0023963592714997071 0.0042263527482277324 0.00051843223476566544 -0.001509863341207194 0.002875172771032677 0.0029306579364537649 -0.00087648592033971523 -0.00099326409773636587 0.0022182632705882587
leaf_weight=74 81 90 92 96 1235 54 52 53 131 65 77 68 71 62 57
leaf_count=74 81 90 92 96 1235 54 52 53 131 65 77 68 71 62 57
internal_value=0 -0.000536858 0.00103351 0.000937645 0.000863576 -0.000163326 0.00103711 0.00125088 2.64182e-05 0.000413491 0.0011372 0.00113597 0.00104238 0.000531093 0.00103479
internal_weight=0 171 2187 2095 2021 292 1729 1427 302 238 173 1374 1306 250 188
internal_count=2358 171 2187 2095 2021 292 1729 1427 302 238 173 1374 1306 250 188
is_linear=0
shrinkage=0.0172599


Tree=2514
num_leaves=24
num_cat=0
split_feature=1 3 1 123 2 0 4 2 4 43 3 2 0 156 48 4 0 4 43 43 1 3 3
split_gain=57.434 14.2168 7.68129 7.44417 6.75286 4.82463 4.35388 4.15414 8.55371 3.93601 3.48919 3.48568 3.96883 2.06449 1.32073 1.64843 1.29587 0.983832 1.54814 0.93457 1.84949 0.967324 0.190881
threshold=0.109225 -0.06340999999999998 0.08956500000000002 1.0000000180025095e-35 0.14721500000000001 -0.14097999999999997 0.10440500000000001 0.090485000000000024 -0.16772499999999999 -0.049364999999999992 0.30835000000000007 0.09857500000000001 -0.042364999999999993 -1.0000000180025095e-35 0.093265000000000015 0.024315000000000003 -0.092734999999999984 0.053255000000000004 -0.06513999999999999 -0.040789999999999993 0.093100000000000002 -0.077384999999999995 -0.075404999999999986
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 6 5 7 9 -1 -2 19 -9 -3 -11 13 17 -7 15 16 -15 18 -13 20 -4 -21 -19
right_child=1 4 3 -5 -6 11 -8 8 -10 10 -12 12 -14 14 -16 -17 -18 22 -20 21 -22 -23 -24
leaf_value=0.0029101864544297321 0.0023144946210806559 0.00032531699950453705 0.0016406690628649001 0.00089478392717870329 -0.00021902756386404733 0.0028596287703882232 0.0011731902811099868 0.0023049564330848453 0.00077493172687674887 0.0015764387044808598 0.00058029803939319935 0.0026462677751155116 0.0011447962782873437 0.0026754497878227696 0.001846423273554638 0.0017801662957608385 0.0022797617256529738 0.0017208915389766851 0.0019655579674179896 0.0020987405332247395 0.0023617181038918531 0.0026624341486603791 0.0019908454636801752
leaf_weight=98 66 89 62 71 78 56 59 68 68 77 57 55 52 86 69 57 825 52 73 53 72 63 52
leaf_count=98 66 89 62 71 78 56 59 68 68 77 57 55 52 86 69 57 825 52 73 53 72 63 52
internal_value=0 0.000911747 0.00214851 0.00180282 0.000552706 0.00225559 0.00177606 0.00196976 0.00154018 0.000822785 0.00115295 0.00220898 0.0019074 0.00228731 0.00225638 0.00228556 0.00231715 0.00207818 0.0022583 0.00220332 0.00202834 0.00240517 0.00185618
internal_weight=0 426 1932 457 301 1475 125 386 136 223 134 1377 284 1093 1037 968 911 232 128 250 134 116 104
internal_count=2358 426 1932 457 301 1475 125 386 136 223 134 1377 284 1093 1037 968 911 232 128 250 134 116 104
is_linear=0
shrinkage=0.0030485


Tree=2515
num_leaves=26
num_cat=0
split_feature=12 2 15 2 2 12 160 2 11 3 0 2 456 0 2 52 159 15 15 43 2 160 2 15 12
split_gain=52.9059 19.2657 12.318 10.1228 16.6348 4.45778 3.7982 3.47509 4.54573 2.75959 2.45412 4.18451 2.21052 2.16567 3.52022 1.26643 1.16593 1.38914 1.12516 0.844814 0.799216 0.757924 0.568085 0.551422 0.730649
threshold=0.077755000000000005 0.12454500000000002 -0.25061999999999995 -0.0091949999999999983 0.10000000000000002 0.091475000000000015 -1.0000000180025095e-35 0.10188000000000001 0.076920000000000002 0.094285000000000008 -0.064539999999999986 0.10428500000000002 0.087225000000000011 -0.14454499999999995 0.11517500000000001 -0.023079999999999996 0.0096550000000000021 0.079575000000000021 -0.061559999999999997 0.0054600000000000004 0.087045000000000025 -0.019794999999999997 0.09678500000000001 0.090385000000000007 0.094185000000000005
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=2 5 6 -4 9 7 -1 8 12 15 16 -12 19 -6 -15 -5 17 18 22 21 -21 -2 -7 -19 -25
right_child=1 -3 3 4 13 10 -8 -9 -10 -11 11 -13 -14 14 -16 -17 -18 23 -20 20 -22 -23 -24 24 -26
leaf_value=0.0015333295443119314 0.0026603450105114903 0.0012785844801620789 0.00089704151246723424 0.0026863895406030757 0.0012043489565246059 0.0026782262014523766 0.00066239343273564002 0.0021151352501148062 0.0036459984002513764 0.0022028434012444078 0.0018196189551871022 0.0027035947933071406 0.003240390786673499 0.0022381527924037843 0.0014182035733962266 0.0032540234591331282 0.0029545194115649328 0.0029477884500446238 0.0020374114047921948 0.0027668063844487776 0.0022791468416218032 0.0028587119710839831 0.0023310782593822868 0.0023643059337342611 0.0027349814368306138
leaf_weight=66 223 77 64 67 74 78 91 52 52 56 89 76 81 71 92 56 68 55 52 53 52 468 71 58 148
leaf_count=66 223 77 64 67 74 78 91 52 52 56 89 76 81 71 92 56 68 55 52 53 52 468 71 58 148
internal_value=0 0.00262977 0.00170047 0.00192014 0.00207747 0.00269183 0.00102871 0.00281195 0.00285092 0.00271303 0.00252223 0.00222696 0.00280374 0.00159732 0.00177554 0.00294506 0.0026141 0.00256393 0.00239011 0.00275927 0.00252558 0.00279474 0.002513 0.00269768 0.00263076
internal_weight=0 1753 637 480 416 1676 157 981 929 179 695 165 877 237 163 123 530 462 201 796 105 691 149 261 206
internal_count=2390 1753 637 480 416 1676 157 981 929 179 695 165 877 237 163 123 530 462 201 796 105 691 149 261 206
is_linear=0
shrinkage=0.00276112


Tree=2516
num_leaves=23
num_cat=0
split_feature=9 1 2 0 1 2 12 16 0 47 47 51 0 155 2 0 157 1 151 3 12 16
split_gain=4.08854 1.99165 1.69855 2.37474 2.36312 2.16237 2.77626 1.21179 1.12847 1.05422 0.880574 0.876808 1.06218 1.03088 0.78819 1.23014 0.776314 0.638546 0.578396 0.425748 0.362424 0.0442638
threshold=-1.0000000180025095e-35 0.089625000000000024 0.090485000000000024 0.053930000000000006 0.10423500000000001 -0.0091949999999999983 0.089625000000000024 -0.0024749999999999993 0.040035000000000008 0.07813500000000001 0.09585500000000001 -0.090859999999999982 -0.13010499999999997 0.082230000000000011 0.083855000000000013 -0.087219999999999978 -0.087424999999999989 0.13712000000000005 -0.0033899999999999994 -0.080634999999999984 0.086700000000000013 -0.06421499999999998
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 5 4 -4 -3 -7 17 9 11 19 13 -13 -2 15 -14 -16 18 -6 -8 -11 -21
right_child=1 2 3 -5 7 6 10 -9 -10 20 -12 12 14 -15 16 -17 -18 -19 -20 21 -22 -23
leaf_value=-0.0031552254897373937 -0.00087861544973817478 -0.0015268007437351119 -0.0035791489218752258 0.0028063731558158563 0.0023153858465472256 0.0048429628146862726 0.00039441884184866522 -0.0020985973105140483 -0.00045911495066698122 0.0041892801666635069 -0.00069138796117084291 0.0035119583142695339 -0.0018991950897493991 0.0021529171289487187 -0.00045072749633031647 0.0013652513028703742 0.0017624101807596816 -0.0010805757429197134 0.00013663485432909462 0.0019170574218703726 0.0021459213549648234 0.0026519190239980869
leaf_weight=74 101 73 82 61 67 73 57 76 92 57 73 82 53 53 52 110 849 58 87 55 52 53
leaf_count=74 101 73 82 61 67 73 57 76 92 57 73 82 53 53 52 110 849 58 87 55 52 53
internal_value=0 0.00104795 0.000347016 -0.000411281 -0.000942267 0.00119862 0.00183895 -0.000190836 0.00142841 0.00155179 0.000916758 0.00141209 0.00157971 0.000163484 0.00143062 0.000302652 0.00163447 0.000492192 0.00108575 0.00162938 0.00321619 0.00227942
internal_weight=0 2316 815 431 370 384 311 288 1501 1409 238 1300 1146 154 1064 163 901 212 154 165 109 108
internal_count=2390 2316 815 431 370 384 311 288 1501 1409 238 1300 1146 154 1064 163 901 212 154 165 109 108
is_linear=0
shrinkage=0.0176051


Tree=2517
num_leaves=26
num_cat=0
split_feature=4 12 150 12 10 11 376 4 4 12 12 4 49 150 1456 49 133 12 12 12 4 4 12 12 4
split_gain=108.83 33.8231 12.8202 7.63886 7.14425 5.41545 2.9701 2.56879 6.33684 2.30246 1.99498 2.03608 1.93128 1.39993 1.23513 1.4175 1.26236 1.16284 1.0857 0.799276 1.23005 1.04916 0.385228 0.168077 0.105245
threshold=0.30163500000000004 0.054520000000000006 0.084680000000000019 0.093270000000000006 -1.0000000180025095e-35 0.077290000000000011 0.048375000000000008 -0.44205499999999992 -0.0058549999999999991 -0.042789999999999988 0.11769500000000001 -0.064534999999999995 0.0093850000000000027 0.094365000000000018 0.056145000000000007 -0.065249999999999989 0.087575000000000014 0.083885000000000015 0.088845000000000021 0.10653000000000001 -0.029369999999999997 0.036620000000000007 0.094760000000000011 0.099340000000000012 0.42098500000000005
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=1 2 6 5 -2 14 7 -1 -9 -6 11 22 -10 -4 15 -3 -16 -17 -19 20 -13 -22 -5 -24 -11
right_child=4 3 13 10 9 -7 -8 8 12 24 -12 19 -14 -15 16 17 -18 18 -20 -21 21 -23 23 -25 -26
leaf_value=0.0032751242855306195 0.00029473505218332566 0.0028960492040992778 0.0018827739266869257 0.003009514407936599 0.001058570648343884 0.0041159678400327394 0.0020946692343269207 0.0020876416296723363 0.0033946390993308535 0.0017392441676885009 0.0025581846520299624 0.0024491606539633424 0.0026917408806021587 0.0012662804294695297 0.0038543876393123599 0.0029858066840759688 0.0032808417712543842 0.00341775515620042 0.0032107200329581946 0.0031112203770939971 0.0032096039700053973 0.0027282985822101175 0.0033594808747952442 0.0031780552858468964 0.0015726730283101209
leaf_weight=57 52 70 53 53 81 64 60 91 58 54 77 59 58 56 58 80 57 460 324 76 56 86 100 76 74
leaf_count=57 52 70 53 53 81 64 60 91 58 54 77 59 58 56 58 80 57 460 324 76 56 86 100 76 74
internal_value=0 0.00304554 0.00237002 0.00321799 0.00119331 0.00334967 0.00264032 0.00276422 0.0026234 0.00141674 0.00296654 0.00302862 0.00304344 0.00156631 0.00330289 0.00326993 0.00357036 0.00330019 0.00333223 0.00287152 0.00278075 0.00291831 0.00321853 0.0032813 0.00164317
internal_weight=0 2129 433 1696 261 1113 324 264 207 209 583 506 116 109 1049 934 115 864 784 277 201 142 229 176 128
internal_count=2390 2129 433 1696 261 1113 324 264 207 209 583 506 116 109 1049 934 115 864 784 277 201 142 229 176 128
is_linear=0
shrinkage=0.00270699


Tree=2518
num_leaves=22
num_cat=0
split_feature=1 52 1 124 2 47 14 12 3 52 3 3 13 12 16 1 131 15 4 12 43
split_gain=84.7583 24.0761 10.5778 9.37172 6.12909 6.09343 5.00654 4.48883 4.31763 4.05673 2.71846 2.98686 3.86232 2.08251 1.76975 1.77819 1.21779 1.52715 0.891365 0.692955 0.440276
threshold=0.104035 -0.41304999999999997 0.14741000000000001 -0.080389999999999989 0.099675000000000014 0.10019500000000002 0.054835000000000009 0.086455000000000018 0.091170000000000015 0.12314000000000001 -0.049204999999999992 0.045635000000000002 -0.011834999999999998 0.091475000000000015 0.081265000000000018 0.083555000000000018 0.08956500000000002 0.079575000000000021 0.061375000000000006 0.097240000000000007 -0.025664999999999997
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 5 -1 6 9 8 -6 13 10 -3 12 -12 14 15 -5 17 -15 19 -9 -21
right_child=1 2 -4 4 7 -7 -8 18 -10 -11 11 -13 -14 16 -16 -17 -18 -19 -20 20 -22
leaf_value=0.0012691914413679797 0.0026249569248716887 0.0011243982849421658 -0.00026222071707555797 0.0024619892641050988 0.0013534524906879083 0.0015792730709267826 0.0031267119398096389 0.0024031817236402023 0.0015696872493512694 0.0014523905661235628 0.00065728323883980561 0.00084325493178952129 -0.00037800674006452953 0.001858222437404344 0.0028093863127451038 0.002167368864398223 0.0025202936442231165 0.0022619300494816732 0.0018225165180911686 0.0019183861116220694 0.0022642263116292895
leaf_weight=72 61 62 64 664 75 90 63 84 55 54 57 87 53 115 86 207 69 194 60 66 52
leaf_count=72 61 62 64 664 75 90 63 84 55 54 57 87 53 115 86 207 69 194 60 66 52
internal_value=0 0.000993369 0.000780187 0.00224682 0.00228613 0.000945803 0.00236404 0.00195014 0.00232945 0.000763561 0.000619831 0.000460883 0.000158194 0.00236073 0.00242954 0.002392 0.00218643 0.00211178 0.00212084 0.0022093 0.00207104
internal_weight=0 528 467 1862 1790 403 1453 337 1390 313 259 197 110 1335 957 871 378 309 262 202 118
internal_count=2390 528 467 1862 1790 403 1453 337 1390 313 259 197 110 1335 957 871 378 309 262 202 118
is_linear=0
shrinkage=0.00276112


Tree=2519
num_leaves=20
num_cat=0
split_feature=9 1 156 2 2 12 1 16 13 160 0 3 0 12 43 3 1213 1 47
split_gain=3.25305 1.93591 2.26305 2.25592 2.83179 1.83431 1.6666 1.14841 1.00861 0.851407 0.821793 1.06597 1.1905 0.776496 0.795106 0.611793 0.610442 0.566545 0.657542
threshold=-1.0000000180025095e-35 0.089625000000000024 0.10723500000000001 0.090485000000000024 -0.0091949999999999983 0.089625000000000024 0.10423500000000001 -0.0024749999999999993 -0.17933499999999997 -0.52336499999999997 0.076335000000000014 0.08734500000000002 -0.13513499999999998 0.083795000000000022 -0.013199999999999998 -0.024114999999999994 0.11395000000000001 0.092550000000000007 0.098400000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 -6 -5 8 -8 -2 11 12 -11 14 -14 -10 -15 -7 -19
right_child=1 2 -4 6 5 17 7 -9 15 10 -12 -13 13 16 -16 -17 -18 18 -20
leaf_value=-0.0025962450932482482 -0.00024584891262426225 -0.0020021756173865526 0.0037366323869560784 -0.0029592478395765922 0.0049056839135721989 -0.00033358600209370501 -0.0012947210644529438 -0.0022435596874172408 6.8477902186088465e-05 0.0044483377518586883 -0.00036038564528019035 -0.00054230790353336175 0.0045058004635929122 0.0019589428285559903 0.0017065483433334454 0.0025210459197364272 0.00010428734478914176 0.002726801281664676 0.00016742493703849498
leaf_weight=74 66 70 81 88 72 52 65 62 62 78 53 55 86 1029 65 92 69 118 53
leaf_count=74 66 70 81 88 72 52 65 62 62 78 53 55 86 1029 65 92 69 118 53
internal_value=0 0.00146162 0.000713527 0.000379637 0.00144205 0.00226001 -0.000670703 4.52699e-05 0.000694178 0.00186768 0.00196503 0.00205436 0.00216214 0.0020192 0.00330217 0.00153497 0.00184258 0.00140489 0.00193473
internal_weight=0 2316 815 734 365 295 369 281 219 1501 1435 1382 1327 1249 151 154 1098 223 171
internal_count=2390 2316 815 734 365 295 369 281 219 1501 1435 1382 1327 1249 151 154 1098 223 171
is_linear=0
shrinkage=0.0190563


Tree=2520
num_leaves=28
num_cat=0
split_feature=1 2 4 12 1 12 16 151 12 11 4 15 15 15 12 1456 2 1429 16 43 1456 16 4 16 16 15 15
split_gain=64.2682 13.6423 9.04436 4.86554 4.49894 4.67129 3.40141 3.26878 2.65088 4.54972 2.10314 1.44667 1.99455 1.30159 1.09554 0.980091 0.735217 1.33138 2.06602 0.875963 0.603278 0.537929 0.520072 0.497888 0.46656 0.45371 0.31081
threshold=0.10335000000000001 0.14271500000000001 -0.052894999999999991 0.088105000000000003 0.08956500000000002 0.088435000000000014 -0.0094449999999999968 -0.016164999999999995 0.092495000000000008 1.0000000180025095e-35 0.22738500000000003 -0.0059299999999999986 -0.075694999999999985 -0.094124999999999986 0.099815000000000015 0.056265000000000009 0.091205000000000008 0.057970000000000008 -0.0007049999999999999 -0.019324999999999998 0.087500000000000008 -0.088049999999999976 -0.078129999999999991 -0.067534999999999998 0.00088000000000000003 -0.42443999999999993 -0.031659999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 8 7 13 -6 9 15 -5 12 21 25 22 16 17 18 -1 26 -17 -10 -13 -7 -25 -4 -18
right_child=1 -3 3 10 5 23 -8 -9 11 -11 -12 14 -14 -15 -16 20 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0030093811200353118 0.0029006615862653667 0.00075099394183754549 0.0017316493268184716 0.0026137139638260287 0.0015739826529252239 0.0027150336984336568 0.00091232658483975972 0.0025513731168074283 0.0026489893367073643 0.0038977844497992543 0.0018220494916018218 0.0033783531232977758 0.0022670847994629242 0.0020657800953962123 0.002710655756240785 0.0034615567579188732 0.003135561563591305 0.0026767757779589357 0.0035110507655831285 0.0025665280874691827 0.0030380880977178872 0.0030791157216053583 0.0029599861378935689 0.003218347184176849 0.0028219306334990473 0.0013447630145277194 0.0028104554657958974
leaf_weight=536 77 101 54 67 52 88 61 75 52 56 55 53 90 66 89 69 61 85 86 76 57 56 58 56 55 57 52
leaf_count=536 77 101 54 67 52 88 61 75 52 56 55 53 90 66 89 69 61 85 86 76 57 56 58 56 55 57 52
internal_value=0 0.00174147 0.00197032 0.00177124 0.00291877 0.00260026 0.00152206 0.00215143 0.0029891 0.00306635 0.00225708 0.00277979 0.00259737 0.00173201 0.00296022 0.00302076 0.00298564 0.00303051 0.0030788 0.00281763 0.00327024 0.00287231 0.00316003 0.00288653 0.00302221 0.00153327 0.00298624
internal_weight=0 538 437 360 1802 326 238 127 1476 1078 122 398 198 177 200 1022 896 707 622 189 126 108 111 199 111 111 113
internal_count=2340 538 437 360 1802 326 238 127 1476 1078 122 398 198 177 200 1022 896 707 622 189 126 108 111 199 111 111 113
is_linear=0
shrinkage=0.00298873


Tree=2521
num_leaves=23
num_cat=0
split_feature=4 12 2 150 2 150 4 0 403 484 51 0 0 0 12 2 12 4 403 4 2 51
split_gain=70.8008 21.1319 9.07937 10.481 7.46823 4.84253 2.72567 2.70737 2.50841 2.29721 2.62189 1.92919 2.30956 1.784 1.48298 1.34134 1.26748 1.14871 0.971721 0.673091 0.449328 0.30932
threshold=0.30163500000000004 -0.024179999999999997 0.10161500000000002 0.081245000000000026 0.12708000000000003 0.084680000000000019 -0.085054999999999992 -0.064539999999999986 1.0000000180025095e-35 -0.0042999999999999991 -1.0000000180025095e-35 -0.014334999999999999 -0.086224999999999982 -0.13314999999999996 0.087675000000000017 0.11378000000000001 -0.094939999999999983 -0.011964999999999998 -0.082709999999999992 0.51286500000000013 0.08542000000000001 -0.14153999999999997
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 5 6 9 19 16 8 13 11 -4 21 12 -3 -8 18 -12 -1 -16 -15 -2 -14 -11
right_child=4 2 3 -5 -6 -7 7 -9 -10 10 15 -13 20 14 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0025457194199618575 0.0016701853020515678 0.0037691613077084707 0.0033014502868253283 0.0012379437649938871 0.0004154476188199175 0.0011067747610133153 0.0026129360842819319 0.0023017519715932172 0.0026848515841419005 0.0028121596254973543 0.0026110809002128092 0.0039497756895210488 0.0032107795113300711 0.0028626170753603404 0.0030364748632892903 0.0020682833579144218 0.0019209428838460076 0.002759983181540953 0.0032496449225648807 0.0012388207290575787 0.0028444319070807834 0.0031466704670517474
leaf_weight=52 96 63 52 52 93 57 101 54 52 58 95 52 78 75 440 78 74 210 347 53 56 52
leaf_count=52 96 63 52 52 93 57 101 54 52 58 95 52 78 75 440 78 74 210 347 53 56 52
internal_value=0 0.00283544 0.00293005 0.00251246 0.00109379 0.00184524 0.00303579 0.00297175 0.00329673 0.0027102 0.00260144 0.00342439 0.00328554 0.00300256 0.00303924 0.00236654 0.00217905 0.0029472 0.00318094 0.00151697 0.00305792 0.00297059
internal_weight=0 2098 1915 387 242 183 1528 1227 301 335 283 249 197 1173 1072 173 126 650 422 149 134 110
internal_count=2340 2098 1915 387 242 183 1528 1227 301 335 283 249 197 1173 1072 173 126 650 422 149 134 110
is_linear=0
shrinkage=0.0030485


Tree=2522
num_leaves=18
num_cat=0
split_feature=4 133 0 157 4 0 11 51 0 4 13 4 16 15 52 16 51
split_gain=2.03253 3.13208 2.45386 1.05801 1.17103 0.810023 1.72634 1.46436 1.79108 1.30139 1.07677 0.889186 0.635402 1.24982 0.595668 0.451848 0.470459
threshold=0.36766000000000004 0.085435000000000025 -0.10803999999999998 -0.14310999999999999 -0.49269499999999994 -0.079249999999999987 0.077290000000000011 0.10501000000000001 -0.14097999999999997 0.012315000000000001 -0.088854999999999976 0.049545000000000006 0.014185000000000001 -0.039984999999999993 0.091820000000000013 0.26676500000000009 -0.40771999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 7 8 9 -6 -7 -10 13 -12 -15 -14 -17
right_child=1 -3 -4 4 5 10 -8 -9 11 -11 12 -13 15 14 -16 16 -18
leaf_value=9.9783513464051716e-05 0.0013530058628148372 0.0037955031417031227 -0.00241251507312021 0.0036886238740245778 -0.0011566388997233553 -0.00085758239191081171 0.0049803504163946711 0.0041440403726879151 0.0022474149280893034 0.0021025848103003513 -0.00092267973675247102 0.00093776187035069739 0.0030272459515617721 0.0022624279833366621 0.00064639372870784026 0.0025390797031035993 0.00064922515210679127
leaf_weight=87 83 52 102 96 86 53 52 76 881 52 65 163 101 149 102 70 70
leaf_count=87 83 52 102 96 86 53 52 76 881 52 65 163 101 149 102 70 70
internal_value=0 0.000268309 -0.000722181 0.00185798 0.00193377 0.00184594 0.00207415 0.00195388 0.00181291 7.02162e-05 0.00135555 0.0020431 0.00156645 0.00108563 0.0016064 0.00219618 0.00159539
internal_weight=0 237 185 2103 2016 1920 1310 1258 1182 138 610 1044 557 316 251 241 140
internal_count=2340 237 185 2103 2016 1920 1310 1258 1182 138 610 1044 557 316 251 241 140
is_linear=0
shrinkage=0.0162644


Tree=2523
num_leaves=13
num_cat=0
split_feature=1 34 131 39 457 1 0 130 150 1456 1447 1456
split_gain=1.7309 1.45993 1.26665 1.7161 0.965858 2.39144 0.914888 0.834063 0.778448 0.689992 0.919277 0.767449
threshold=0.12007000000000002 -1.0000000180025095e-35 0.086835000000000009 0.0095750000000000019 0.083415000000000017 0.085265000000000021 -0.18901999999999997 -0.074144999999999989 -0.07848999999999999 0.056325000000000007 -0.084549999999999986 0.088395000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -3 -8 -9 10 -10 -11
right_child=2 4 -4 -5 5 -7 7 8 9 11 -12 -13
leaf_value=0.0044875035419311661 -0.0021535341157129899 0.0036941291135766364 0.0022904108673291977 0.0012076919011484832 0.0025586242418112731 -0.001584452179082431 0.0033257852285756844 0.0035462501374337149 -0.00084664560401569665 0.0038129093155822805 0.0014443579165534402 0.0013784257283161062
leaf_weight=53 98 66 60 84 77 90 82 56 54 76 1465 79
leaf_count=53 98 66 60 84 77 90 82 56 54 76 1465 79
internal_value=0 0.0016574 0.000114977 -0.000601187 0.00158397 0.000324725 0.00169584 0.00162296 0.00154214 0.00147499 0.00136279 0.0025733
internal_weight=0 2098 242 182 2045 167 1878 1812 1730 1674 1519 155
internal_count=2340 2098 242 182 2045 167 1878 1812 1730 1674 1519 155
is_linear=0
shrinkage=0.0172599


Tree=2524
num_leaves=24
num_cat=0
split_feature=1 2 2 0 150 2 2 1 0 43 3 1 0 2 43 42 12 3 50 3 3 3 3
split_gain=66.9667 8.90387 6.43841 5.40415 5.20773 5.19746 4.95636 4.00428 2.15654 2.83565 1.88643 1.87255 1.85022 1.51826 1.22013 1.21004 1.12938 1.20923 0.538888 0.518151 0.292349 0.264217 0.104003
threshold=0.11212500000000002 0.10060500000000001 0.14271500000000001 -0.14151499999999997 0.085825000000000012 -0.0050599999999999994 0.11517500000000001 0.085425000000000015 -0.079249999999999987 -0.080044999999999991 -0.12595999999999999 0.089370000000000019 -0.031614999999999997 0.12454500000000002 0.043850000000000007 0.091475000000000015 0.085635000000000003 -0.078344999999999984 0.10883000000000001 -0.080914999999999987 -0.11255999999999998 -0.079379999999999992 -0.069254999999999997
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=1 4 5 -3 8 -2 -7 -6 10 11 -1 -10 21 16 15 18 -5 20 -12 -16 -18 -11 -19
right_child=2 3 -4 13 7 6 -8 -9 9 12 14 -13 -14 -15 19 -17 17 22 -20 -21 -22 -23 -24
leaf_value=0.0035050001688716813 0.00098116674529416265 0.001755702763712591 0.00078904801726329028 0.0023339516755630234 0.0028387649008804845 0.0023899996963303981 0.0014421655966815959 0.0018516766269944082 0.0027236738767361804 0.0026567586671459222 0.0030919813672135137 0.001960491996234708 0.0034115939792532038 0.0021432977153072403 0.0024967243415899391 0.0026788363176594816 0.0031315533061982794 0.002430406063412615 0.0028357282287351715 0.0028847755968506058 0.0028376544607815156 0.002895666358972124 0.0026270455072866994
leaf_weight=66 70 83 100 69 74 95 95 68 60 76 698 52 55 57 54 78 52 52 82 71 78 98 57
leaf_count=66 70 83 100 69 74 95 95 68 60 76 698 52 55 57 54 78 52 52 82 71 78 98 57
internal_value=0 0.00279553 0.00142149 0.00243175 0.0029019 0.00166462 0.00191625 0.0023663 0.00295659 0.00275313 0.0030227 0.00236962 0.00294056 0.00258539 0.00299028 0.00303001 0.00266711 0.00276316 0.00306508 0.00271739 0.00295545 0.0027915 0.00253352
internal_weight=0 1980 360 448 1532 260 190 142 1390 341 1049 112 229 365 983 858 308 239 780 125 130 174 109
internal_count=2340 1980 360 448 1532 260 190 142 1390 341 1049 112 229 365 983 858 308 239 780 125 130 174 109
is_linear=0
shrinkage=0.00293013


Tree=2525
num_leaves=22
num_cat=0
split_feature=1 3 124 4 1 0 4 0 4 3 4 16 150 0 3 0 4 1 3 4 43
split_gain=87.347 15.6369 9.1464 6.04355 5.34314 3.7405 2.86899 4.94623 2.6006 2.5951 6.46216 2.68374 1.95433 2.27972 1.57857 1.2178 1.0106 0.939359 0.856277 0.687667 0.392048
threshold=0.10508500000000001 -0.065259999999999999 -0.080389999999999989 0.30163500000000004 0.14262000000000002 -0.076539999999999983 -0.44205499999999992 -0.036119999999999992 -0.097514999999999977 0.077930000000000013 0.024315000000000003 -0.14483499999999996 0.10980500000000001 -0.14910999999999999 -0.020014999999999995 -0.10891999999999999 0.054560000000000004 0.11481500000000001 -0.072579999999999992 -0.078909999999999994 1.0000000180025095e-35
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=2 3 -1 17 9 8 14 18 -4 11 -11 -3 13 -10 -7 -15 -17 -2 19 -8 -21
right_child=1 4 5 -5 -6 6 7 -9 12 10 -12 -13 -14 15 -16 16 -18 -19 -20 20 -22
leaf_value=0.0018393380411422492 0.0028641850233350852 0.0015276202370866521 0.0034832486709017946 0.0015142983134292527 0.00046553661003470375 0.0026678181088063712 0.0024410931065850204 0.0017305463216693415 0.0033335927524403616 0.0023656803590169969 0.0010996196141312491 0.00074612743839348218 0.0023629616339612687 0.0024733787754682907 0.0033243400117184767 0.0029074530822831646 0.0025555474320333445 0.0023283240633727195 0.0023809522260133595 0.0029250623464937525 0.0026233630878390053
leaf_weight=79 52 58 58 68 74 61 53 59 88 53 81 88 58 62 57 964 71 54 83 101 56
leaf_count=79 52 58 58 68 74 61 53 59 88 53 81 88 58 62 57 964 71 54 83 101 56
internal_value=0 0.00147919 0.00277804 0.00217069 0.00113921 0.0028199 0.00260392 0.00247602 0.0028979 0.00131715 0.0016006 0.00105679 0.00287056 0.00289538 0.00298521 0.0028602 0.00288334 0.00259148 0.00262603 0.00272275 0.00281764
internal_weight=0 528 1850 174 354 1771 470 352 1301 280 134 146 1243 1185 118 1097 1035 106 293 210 157
internal_count=2378 528 1850 174 354 1771 470 352 1301 280 134 146 1243 1185 118 1097 1035 106 293 210 157
is_linear=0
shrinkage=0.00281635


Tree=2526
num_leaves=13
num_cat=0
split_feature=9 123 16 52 457 481 376 0 0 0 16 481
split_gain=14.2043 11.1255 9.64926 5.01013 3.07274 2.16305 2.07204 2.05171 3.96186 2.0585 1.04043 0.749436
threshold=-1.0000000180025095e-35 0.083945000000000006 -0.39442499999999997 0.0085900000000000021 0.10378500000000002 -0.085749999999999979 0.084025000000000016 -0.14857499999999998 -0.13314999999999996 -0.069389999999999993 -0.5315899999999999 -0.10297999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 11 -3 -7 -9 -10 -2 -4
right_child=1 6 4 -5 -6 7 -8 8 9 -11 -12 -13
leaf_value=0.00042008916983584906 0.0010971804307612061 0.0012719467334977395 0.0019670446966677108 0.0016678481303100071 0.001140716322626172 0.002180699060956763 0.00062152209447644078 0.0010535523397651235 0.0018546666727700374 0.0016295858545211336 0.00060531075833244021 0.0024344382765086052
leaf_weight=70 65 77 54 100 53 99 73 57 1187 423 67 53
leaf_count=70 65 77 54 100 53 99 73 57 1187 423 67 53
internal_value=0 0.00168316 0.00173372 0.00120136 0.00179783 0.00181641 0.000955603 0.00179322 0.0017702 0.00179555 0.000847743 0.00219883
internal_weight=0 2308 2158 232 1926 1873 150 1766 1667 1610 132 107
internal_count=2378 2308 2158 232 1926 1873 150 1766 1667 1610 132 107
is_linear=0
shrinkage=0.00276112


Tree=2527
num_leaves=14
num_cat=0
split_feature=9 376 149 4 15 48 133 1429 159 133 4 4 42
split_gain=3.05751 1.42232 1.46928 1.26504 1.40463 1.15582 0.965683 2.08378 1.32373 0.840196 1.28968 0.550733 0.307837
threshold=-1.0000000180025095e-35 0.083960000000000021 0.079000000000000015 0.30163500000000004 -0.4680149999999999 0.10911000000000001 0.078935000000000019 0.084690000000000015 -0.021179999999999997 0.41423000000000004 -0.014099999999999998 0.50113000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 -2 10 -8 -6 -11
right_child=1 -3 -4 4 11 -7 9 -9 -10 12 -12 -13 -14
leaf_value=-0.0020967001077810909 0.00042531384816794384 -0.00040712551098760259 0.0054680263056371779 0.0033393646165160757 -0.0014764547392515594 0.004568099013166035 0.0041479198399617242 -0.0015485977936068609 0.0023188503505986065 0.0022699828556675896 0.002199321443995276 0.00099876724413599269 0.00018668049423358821
leaf_weight=70 170 85 53 54 82 83 254 67 1003 56 283 62 56
leaf_count=70 170 85 53 54 82 83 254 67 1003 56 283 62 56
internal_value=0 0.00210776 0.00220402 0.0021242 0.00061202 0.00227592 0.00217509 0.00185029 0.00204461 0.00279536 0.0031214 -0.000409264 0.00123022
internal_weight=0 2308 2223 2170 198 1972 1889 1240 1173 649 537 144 112
internal_count=2378 2308 2223 2170 198 1972 1889 1240 1173 649 537 144 112
is_linear=0
shrinkage=0.0198262


Tree=2528
num_leaves=10
num_cat=0
split_feature=9 39 14 1186 376 51 51 51 147
split_gain=2.11542 1.23611 1.57175 0.900392 0.851644 0.987318 1.2042 0.898321 0.670271
threshold=-1.0000000180025095e-35 0.11305000000000003 -0.10708499999999999 0.084100000000000022 0.083960000000000021 0.11794000000000002 0.10055500000000002 0.15177500000000002 0.087210000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -7 -4
right_child=1 -3 3 -5 -6 7 -8 -9 -10
leaf_value=-0.00157945614808212 0.0039574017042148931 -0.00089092499942750839 0.0017470374302480443 -0.00066531222870768434 -0.00046849441145281736 0.0050579050411025533 -0.00093430328073960923 0.0017437330143370536 0.00018085863152034
leaf_weight=70 92 63 1777 57 61 52 59 54 93
leaf_count=70 92 63 1777 57 61 52 59 54 93
internal_value=0 0.00158787 0.00165752 0.00155915 0.00161974 0.00168243 0.00158952 0.00337136 0.00166925
internal_weight=0 2308 2245 2153 2096 2035 1929 106 1870
internal_count=2378 2308 2245 2153 2096 2035 1929 106 1870
is_linear=0
shrinkage=0.0179572


Tree=2529
num_leaves=12
num_cat=0
split_feature=9 1 16 16 14 12 41 4 1 43 13
split_gain=1.46357 0.785596 1.16314 1.69699 1.09234 0.949358 0.852626 1.20889 0.707313 0.613012 0.728125
threshold=-1.0000000180025095e-35 0.12122500000000001 0.024125000000000004 -0.4058199999999999 -0.10708499999999999 -0.086449999999999985 0.083975000000000008 -0.51003499999999991 0.097950000000000023 -0.22778999999999996 0.0083850000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 8 7 -7 -6 -9 -11
right_child=1 2 -4 -5 5 6 -8 9 -10 10 -12
leaf_value=-0.0016660254969203495 0.0049517361540669458 -0.00053214480477770608 -0.0020428078084248091 0.0043619895784345938 0.0014514158001318171 0.0053467236919783638 -0.0010329846220807708 0.0035674351702509027 -0.0022690170812027692 0.0018913196749068945 0.00042487975526805949
leaf_weight=70 56 88 70 63 54 52 52 99 52 1523 199
leaf_count=70 56 88 70 63 54 52 52 99 52 1523 199
internal_value=0 0.0016749 0.000382325 0.00150817 0.00181166 0.00172496 0.00184052 0.00192043 -0.000371409 0.00182246 0.00172199
internal_weight=0 2308 221 151 2087 2031 1925 1873 106 1821 1722
internal_count=2378 2308 221 151 2087 2031 1925 1873 106 1821 1722
is_linear=0
shrinkage=0.0227741


Tree=2530
num_leaves=26
num_cat=0
split_feature=1 52 1 2 2 2 3 15 52 52 2 52 160 52 1 52 160 43 49 151 2 52 15 43 3
split_gain=75.9082 19.4609 11.5901 9.98994 11.0848 6.27681 4.49243 3.4058 2.56025 2.94522 1.67522 1.64201 1.45668 1.68064 1.32045 2.54266 2.44517 1.52666 1.23384 2.09096 1.20577 0.822608 0.783048 0.418673 0.195147
threshold=0.10538500000000002 -0.29521499999999995 0.14741000000000001 0.10559 -1.0000000180025095e-35 0.10272000000000002 -0.15315499999999996 -0.14899999999999999 -0.53454499999999994 0.047850000000000011 0.092300000000000007 -0.12329499999999999 0.060610000000000004 0.016565000000000003 0.080270000000000022 0.11232500000000002 -0.08305499999999999 -0.080419999999999978 0.059705000000000001 -1.0000000180025095e-35 0.084175000000000014 -0.0065299999999999993 -0.41880499999999993 -0.027294999999999996 -0.075849999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 -1 -8 -7 11 14 -10 13 21 15 20 -16 -18 19 -5 -9 -12 -21 -11 -15
right_child=1 2 -4 18 -6 8 7 10 9 23 12 -13 -14 24 16 -17 17 -19 -20 22 -22 -23 -24 -25 -26
leaf_value=0.0035959809417219872 0.0030796389766520318 0.0013806427859921586 0.00016145160463672178 0.001466420828175802 0.0029593040138263973 0.0029804655185578046 0.0035421403624957539 0.0032766656293016735 0.0023967864467078306 0.0024544984701996564 0.0024914241517073662 0.0017606675650674584 0.0029829044171701203 0.002874355395019497 0.0032274078319488343 0.0023395641805371899 0.0022608464026308015 0.0027310888696783311 0.0015040120447940659 0.0010428452804641226 0.0029325804440307711 0.0019802086441137075 0.00057100509710862753 0.0028130208461680773 0.0026163644400666528
leaf_weight=68 60 80 60 61 68 56 55 101 57 53 53 83 67 55 68 55 74 262 63 59 561 53 58 60 52
leaf_count=68 60 80 60 61 68 56 55 101 57 53 53 83 67 55 68 55 74 262 63 59 561 53 58 60 52
internal_value=0 0.00154266 0.00133721 0.00151848 0.00210618 0.00279678 0.00287258 0.00283877 0.00242282 0.00229926 0.00281114 0.00201988 0.00261112 0.00249403 0.00286107 0.00293565 0.00272865 0.00262761 0.00115744 0.0010346 0.00298512 0.00223611 0.000809204 0.00264514 0.00274926
internal_weight=0 509 449 389 148 1833 1524 1456 309 253 1401 140 280 213 1121 717 404 336 241 178 662 106 117 113 107
internal_count=2342 509 449 389 148 1833 1524 1456 309 253 1401 140 280 213 1121 717 404 336 241 178 662 106 117 113 107
is_linear=0
shrinkage=0.00287267


Tree=2531
num_leaves=10
num_cat=0
split_feature=14 151 151 48 15 15 13 1348 13
split_gain=1.67729 1.37795 1.35697 1.32177 1.08586 2.45455 1.74632 1.41099 0.835464
threshold=-0.31455999999999995 0.032230000000000009 0.10365500000000001 0.12118000000000002 -0.40312499999999996 -0.15614499999999998 -0.15310499999999996 0.080060000000000006 -0.097199999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7 8 -8
right_child=1 2 -4 -5 5 6 7 -9 -10
leaf_value=-0.0014808191111270489 -0.00063369589858363988 0.0053577666734476101 0.0014274042724196911 -0.0010746025310451222 0.0046670088283875723 -0.0011852737233942283 0.0032955891561644462 0.0044567701468802802 0.0013278376839087646
leaf_weight=70 85 61 62 76 83 88 79 55 1683
leaf_count=70 85 61 62 76 83 88 79 55 1683
internal_value=0 0.00145399 0.00337823 0.00134376 0.00143252 0.00152097 0.00138379 0.00150832 0.00141618
internal_weight=0 2272 123 2149 2073 1988 1905 1817 1762
internal_count=2342 2272 123 2149 2073 1988 1905 1817 1762
is_linear=0
shrinkage=0.0186827


Tree=2532
num_leaves=25
num_cat=0
split_feature=1 3 2 2 1 2 14 3 2 2 16 3 49 1 157 133 16 1186 16 16 49 484 1 3
split_gain=106.269 14.8568 12.9824 11.1366 10.287 7.65277 6.07592 5.48755 2.66991 2.59747 2.76641 3.69679 1.81785 1.84994 2.03255 1.70271 1.91784 1.24552 1.22256 1.1653 1.00958 1.46382 0.806806 0.208738
threshold=0.11453000000000001 -0.067429999999999976 0.14307 -1.0000000180025095e-35 0.10335000000000001 1.0000000180025095e-35 0.076975000000000002 0.0025650000000000004 0.11280000000000003 0.090115000000000015 0.062365000000000011 -0.096749999999999989 -0.016709999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.089380000000000015 0.51303500000000013 1.0000000180025095e-35 -0.083104999999999984 -0.08921999999999998 0.085970000000000005 0.062030000000000009 0.078015000000000015 -0.081184999999999993
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 6 3 -2 8 -5 9 -6 12 17 11 -11 -3 -14 -15 16 -12 20 -7 -13 21 22 -1 -21
right_child=2 4 -4 5 7 18 -8 -9 -10 10 15 19 13 14 -16 -17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0029317908108397804 0.00030752751317334717 0.0022212222819638925 7.7560820359342397e-05 0.002467323242855585 0.00085683670061442252 0.00091879556689376373 0.0037796020926383457 0.0020882399243770133 0.0019920836583782677 0.0018333615324731681 0.0034038245078301696 0.0023236290578503862 0.0024400581480125659 0.00259353276843176 0.0033617723137222433 0.0025074716470992772 0.0026974080952140134 0.003290552436120643 0.0015267399805387301 0.0028766505578986172 0.0031164464086517901 0.0024433329571746836 0.002734188735391092 0.0026584115739655832
leaf_weight=418 67 76 101 65 57 55 52 63 75 65 69 83 93 56 59 67 60 55 55 65 100 83 301 102
leaf_count=418 67 76 101 65 57 55 52 63 75 65 69 83 93 56 59 67 60 55 55 65 100 83 301 102
internal_value=0 0.00267385 0.000942977 0.00130404 0.00223238 0.00168538 0.00281295 0.00150358 0.0024759 0.00277869 0.00261265 0.00244528 0.00260357 0.00274312 0.00298794 0.00288148 0.0030755 0.00286732 0.00122305 0.00260425 0.00284148 0.00280715 0.00284911 0.00274354
internal_weight=0 1999 343 242 479 175 1520 120 359 1468 511 315 284 208 115 196 129 957 110 250 902 802 719 167
internal_count=2342 1999 343 242 479 175 1520 120 359 1468 511 315 284 208 115 196 129 957 110 250 902 802 719 167
is_linear=0
shrinkage=0.00287267


Tree=2533
num_leaves=11
num_cat=0
split_feature=1 14 16 11 11 403 12 12 124 1
split_gain=2.97377 1.00375 1.23052 1.79111 1.86925 0.830188 0.744463 1.49505 0.766663 0.386897
threshold=0.14741000000000001 -1.0000000180025095e-35 0.41593000000000008 0.085155000000000022 0.077290000000000011 -0.54045999999999983 -0.082514999999999991 -0.010219999999999998 -0.013479999999999999 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -8 -7 -4
right_child=-2 2 9 -5 -6 6 7 -9 -10 -11
leaf_value=0.0027781307196349937 -0.002081710773605582 0.002923080085981607 0.0018966061001724674 -0.00165179391670742 0.0039671290328745397 0.0012723167303245733 -0.0013996397942201194 0.0009873217337831345 0.0035158784692900283 0.0035012261902904918
leaf_weight=93 66 54 101 56 53 116 64 1632 52 55
leaf_count=93 66 54 101 56 53 116 64 1632 52 55
internal_value=0 0.00121751 0.00115095 0.00104987 0.00112671 0.00104813 0.000993729 0.000897151 0.00196773 0.00246339
internal_weight=0 2276 2183 2027 1971 1918 1864 1696 168 156
internal_count=2342 2276 2183 2027 1971 1918 1864 1696 168 156
is_linear=0
shrinkage=0.0153263


Tree=2534
num_leaves=12
num_cat=0
split_feature=1 147 4 15 15 16 16 133 403 42 0
split_gain=2.10564 1.04201 1.40866 1.8526 1.05731 0.903177 0.734312 0.68835 0.590786 0.925595 0.396946
threshold=0.15067500000000003 0.092780000000000015 0.30163500000000004 -0.4680149999999999 -0.14820999999999998 -0.42004999999999992 0.41593000000000008 -0.41432999999999992 -0.54045999999999983 0.10732000000000001 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 7 -6 -9 -10 -8
right_child=-2 -3 3 5 6 -7 10 8 9 -11 -12
leaf_value=0.0036409646337647564 -0.0027282301077564486 0.0040621270060339412 0.0023666943840411217 -0.00037517443775223738 0.0028623824066430523 -0.0039484616608315747 0.003594773371747437 0.0031903233861984644 0.0011880535564576947 -0.00071474929737771467 0.0014422717724627068
leaf_weight=89 55 59 66 70 103 53 90 57 1521 117 62
leaf_count=89 55 59 66 70 103 53 90 57 1521 117 62
internal_value=0 0.00135474 0.00128295 -0.000419729 0.00144088 -0.00191667 0.00134035 0.00122375 0.00112404 0.001052 0.00271823
internal_weight=0 2287 2228 189 2039 123 1950 1798 1695 1638 152
internal_count=2342 2287 2228 189 2039 123 1950 1798 1695 1638 152
is_linear=0
shrinkage=0.0206272


Tree=2535
num_leaves=24
num_cat=0
split_feature=2 2 2 2 0 0 16 15 52 15 42 0 40 2 2 42 15 52 0 16 1213 1213 16
split_gain=55.2725 27.3353 9.41899 9.40593 6.0532 5.94907 5.09897 3.23373 4.08643 4.79705 2.54015 2.45943 1.68711 1.40425 1.5702 1.30681 1.8296 1.00422 0.94694 0.862344 0.877699 0.474087 0.359722
threshold=0.11626500000000002 -1.0000000180025095e-35 0.10387 0.15518000000000001 -0.13740499999999997 -0.068669999999999995 0.25155500000000003 0.03981500000000001 0.26391000000000003 -0.080419999999999978 0.082755000000000009 -0.14910999999999999 -0.013874999999999998 0.089885000000000007 0.092495000000000008 -0.034284999999999989 -0.013969999999999998 0.061255000000000011 -0.14310999999999999 -0.082264999999999991 0.041405000000000004 -0.0068949999999999992 -0.087829999999999978
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=1 5 7 6 -4 -1 10 8 12 -10 22 -9 -3 19 -15 -6 -17 18 -14 21 -21 -13 -2
right_child=3 2 4 -5 15 -7 -8 11 9 -11 -12 13 17 14 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0026995554107955397 0.0016020260925444746 0.0028411225296864485 0.0021760128303269549 0.001114281304672309 0.0034330313052241823 0.0016202992641281271 0.0029519559135358173 0.0040433496302970913 0.0033184746105195009 0.002180098274078961 0.0023701341697988684 0.0034812113149163717 0.0029935872392054933 0.0028267583009496844 0.0034117430970013927 0.0025247759923804 0.0031720344420365664 0.0036456846671303186 0.0033475391832123971 0.0034635988695239351 0.0030870736002278579 0.0037084867793774077 0.0019164150701528129
leaf_weight=66 58 53 79 71 53 87 56 53 54 55 88 132 64 54 93 52 86 75 514 260 57 155 53
leaf_count=66 58 53 79 71 53 87 56 53 54 55 88 132 64 54 93 52 86 75 514 260 57 155 53
internal_value=0 0.00318707 0.00327623 0.0019865 0.0028075 0.00208605 0.00222924 0.00335439 0.00323372 0.00274433 0.00202571 0.00347667 0.00330923 0.00343664 0.00319705 0.00306854 0.00292835 0.00334718 0.0033084 0.0034949 0.00339599 0.00360406 0.0017524
internal_weight=0 2042 1889 326 270 153 255 1619 815 109 199 804 706 751 147 191 138 653 578 604 317 287 111
internal_count=2368 2042 1889 326 270 153 255 1619 815 109 199 804 706 751 147 191 138 653 578 604 317 287 111
is_linear=0
shrinkage=0.00270699


Tree=2536
num_leaves=23
num_cat=0
split_feature=4 2 52 39 52 2 16 2 0 4 0 4 0 4 0 0 0 0 4 0 43 2
split_gain=141.004 41.1063 16.0759 14.8143 13.9612 5.63229 4.0526 3.7219 2.4347 4.05689 7.05489 2.58968 2.68498 2.08145 1.51044 2.31338 1.48228 1.41887 1.2686 1.13131 0.880146 0.596099
threshold=0.30163500000000004 0.10527500000000002 -0.40809499999999993 0.084535000000000013 -0.025904999999999994 0.14019000000000004 0.022165000000000004 0.12399000000000002 -0.076539999999999983 -0.17689999999999997 -0.060199999999999997 -0.085629999999999984 -0.22607999999999998 0.42953500000000006 -0.14216999999999999 -0.10075499999999998 -0.073284999999999975 -0.090889999999999985 -0.068484999999999976 -0.072364999999999985 -0.049914999999999994 0.085075000000000026
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 3 -3 8 6 13 -4 16 11 -10 18 17 -13 -2 -14 -16 -6 -1 19 -11 -15 -19
right_child=5 2 4 -5 7 -7 -8 -9 9 10 -12 12 14 20 15 -17 -18 21 -20 -21 -22 -23
leaf_value=0.0039614606433519932 0.00022408958471864608 0.003050402308711109 0.0002401158061324861 0.0018946304451638515 0.002059672722308164 -0.00042472011510545909 0.0013894710254734892 0.0014582556102065358 0.0034381996769922525 0.0028568905108201435 0.0016762290238196394 0.0024380097513475416 0.0036799498843266367 0.00062136996058797308 0.0026413787620633445 0.0031834805531432133 0.0027680120466908554 0.0035187585145860091 0.0026647195074668549 0.003490779514126238 0.001156514296327232 0.0031085231651196144
leaf_weight=52 69 94 66 100 52 62 54 53 96 55 53 52 53 57 84 899 65 92 83 56 63 58
leaf_count=52 69 94 66 100 52 62 54 53 96 55 53 52 53 57 84 899 65 92 83 56 63 58
internal_value=0 0.00285325 0.00193254 0.00305725 0.00157008 0.000388212 0.000757602 0.0021434 0.00312842 0.00289453 0.00268309 0.00319058 0.00313027 0.000655064 0.00316499 0.00313719 0.00245348 0.00351526 0.00295799 0.00317699 0.000902597 0.00336036
internal_weight=0 2117 384 1733 290 251 120 170 1633 343 247 1290 1088 189 1036 983 117 202 194 111 120 150
internal_count=2368 2117 384 1733 290 251 120 170 1633 343 247 1290 1088 189 1036 983 117 202 194 111 120 150
is_linear=0
shrinkage=0.00310948


Tree=2537
num_leaves=24
num_cat=0
split_feature=1 52 1 14 12 49 15 124 1 12 16 12 0 52 0 475 0 1455 12 15 50 12 15
split_gain=100.415 21.9873 11.3986 5.35059 5.27809 4.43803 4.30654 3.90112 3.83143 3.74112 3.52794 2.61791 2.07088 2.00189 1.36259 1.15239 1.594 1.28009 0.764621 0.701552 1.39275 0.516666 0.239341
threshold=0.10491000000000002 -0.40809499999999993 0.13630500000000004 0.054835000000000009 0.090535000000000018 0.13087000000000001 -0.40992999999999996 -0.082654999999999992 0.085720000000000005 0.08401500000000002 -0.013024999999999998 -1.0000000180025095e-35 -0.066849999999999979 0.10024500000000001 -0.049464999999999988 -0.0029899999999999996 -0.11242999999999999 0.084965000000000027 0.085945000000000008 -0.016434999999999995 0.091130000000000017 0.090840000000000018 -0.090684999999999988
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 4 5 7 8 -4 -3 12 10 -10 -9 15 14 -14 18 -17 -18 -1 -11 21 -21 -13
right_child=1 2 6 -5 -6 -7 -8 11 9 19 -12 22 13 -15 -16 16 17 -19 -20 20 -22 -23 -24
leaf_value=0.0027510961658747612 0.002876934231983539 0.0016498266957504656 0.00071956357928905932 0.0033222468493113986 0.0017825193002412338 0.0017612114322040249 -0.00033003807293798199 0.00032416319088357601 0.0015868875499407086 0.0022943403994003359 0.0024755341042975586 0.0009016029481968311 0.0021948568236917574 0.0018908090801922797 0.0028009290721412359 0.0030854359369356077 0.0026525511054343938 0.0022033556143433619 0.0031602282230918533 0.0025708185604980155 0.0023328747651979297 0.0029312097768980504 0.0011766093013455096
leaf_weight=92 53 54 65 75 94 59 64 68 86 87 65 52 52 53 77 67 787 57 67 58 97 83 56
leaf_count=92 53 54 65 75 94 59 64 68 86 87 65 52 52 53 77 67 787 57 67 58 97 83 56
internal_value=0 0.00112598 0.000921051 0.00256925 0.0012086 0.00253763 0.000198593 0.00097391 0.00256412 0.00234418 0.00196962 0.000766352 0.00264772 0.00236307 0.00255686 0.0026961 0.00265635 0.00262225 0.00292369 0.00251811 0.00259978 0.00278318 0.00104448
internal_weight=0 506 453 1862 324 1787 129 230 1728 476 151 176 1252 182 129 1070 911 844 159 325 238 141 108
internal_count=2368 506 453 1862 324 1787 129 230 1728 476 151 176 1252 182 129 1070 911 844 159 325 238 141 108
is_linear=0
shrinkage=0.00287267


Tree=2538
num_leaves=20
num_cat=0
split_feature=1 52 12 1 12 1 2 150 1 0 151 1 52 1 133 1 3 49 0
split_gain=120.182 25.3016 12.1121 10.4574 6.87299 5.36222 5.18958 3.68678 5.66825 3.61268 2.43357 2.62144 2.08098 2.01993 1.97091 1.90164 1.46011 1.59502 0.823858
threshold=0.10525000000000002 -0.40809499999999993 -0.029844999999999997 0.13712000000000005 0.090535000000000018 0.092655000000000015 0.11585500000000001 0.083295000000000022 0.085425000000000015 -0.15135999999999997 -0.0033899999999999994 0.11266500000000002 0.11483500000000001 0.14846500000000004 0.037060000000000003 0.080475000000000005 -0.086049999999999988 0.099620000000000014 -0.083674999999999986
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 5 4 10 -1 7 9 -9 -4 -3 -12 16 -5 15 -14 18 -18 -11
right_child=1 3 6 13 -6 -7 -8 8 -10 12 11 -13 14 -15 -16 -17 17 -19 -20
leaf_value=0.0023549159110332197 0.0030167041884049495 0.0011778477215024473 0.0034099812805010511 0.0003572767731565928 0.0017304547915659805 0.0010184984836580536 0.0020271204818440134 0.0028061559460545392 0.0016000428261034917 0.0031436758286003002 1.2553293179550669e-06 0.00083814343523090401 0.0018758132956575595 -0.00044329978153360202 0.0028386476764369387 0.0026370902588608259 0.0027998419001079105 0.0022892252528755675 0.0028758580375141851
leaf_weight=58 52 85 94 64 97 54 89 92 60 174 55 95 61 54 100 62 664 63 295
leaf_count=58 52 85 94 64 97 54 89 92 60 174 55 95 61 54 100 62 664 63 295
internal_value=0 0.00100317 0.00268359 0.00077042 0.00104747 0.00171086 0.00274568 0.00278407 0.00233027 0.00282964 0.000765425 0.000531501 0.00279118 -8.81297e-06 0.00251953 0.00225981 0.0028418 0.00275564 0.00297529
internal_weight=0 502 1866 450 332 112 1754 1665 152 1513 235 150 1419 118 223 123 1196 727 469
internal_count=2368 502 1866 450 332 112 1754 1665 152 1513 235 150 1419 118 223 123 1196 727 469
is_linear=0
shrinkage=0.0030485


Tree=2539
num_leaves=23
num_cat=0
split_feature=4 3 3 43 2 2 11 156 3 2 402 0 4 3 4 3 52 3 484 2 402 2
split_gain=104.184 40.7719 16.5993 15.73 5.49085 3.75573 3.26831 3.08782 2.87769 2.43896 1.87802 1.97108 1.68564 1.57308 1.67039 4.59174 1.42826 1.62095 1.21852 1.03808 0.779458 0.464585
threshold=0.30163500000000004 -0.058704999999999993 0.30112000000000005 -0.033174999999999989 0.14019000000000004 0.10161500000000002 0.079915000000000014 0.083840000000000012 -0.073159999999999989 0.10472500000000001 0.085345000000000018 -0.064539999999999986 0.50973500000000016 -0.008649999999999998 -0.019794999999999997 0.088465000000000002 -0.15086999999999998 -0.082904999999999993 0.11124000000000002 0.064660000000000009 0.10126500000000001 0.084045000000000022
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 5 3 9 8 6 10 13 -2 -3 11 18 -10 -5 -15 -16 -7 -18 19 -1 -12 -22
right_child=4 2 -4 7 -6 16 -8 -9 12 -11 20 -13 -14 14 15 -17 17 -19 -20 -21 21 -23
leaf_value=0.0028031386247980771 0.0015241191082430708 0.0017845903023962799 0.00055265046304723479 0.002822689443340418 9.9989199900798952e-05 0.0028386722199880252 0.0036362119766637441 0.0030957689074128584 0.00047390451627638339 0.0010888236949210949 0.0034133562958834035 0.0024563561529669232 0.0011165426895283835 0.0026822050681144841 0.0026467616054964807 0.0015215863877186186 0.0020342269682972797 0.0026446473645709003 0.0025102769281895123 0.0030008073995855004 0.0032292241776483012 0.0028768158384600761
leaf_weight=291 64 86 54 53 62 102 53 65 61 70 74 75 64 52 55 56 55 86 53 717 58 62
leaf_count=291 64 86 54 53 62 102 53 65 61 70 74 75 64 52 55 56 55 86 53 717 58 62
internal_value=0 0.00269511 0.00199761 0.00217609 0.000813539 0.00290571 0.00296149 0.00256655 0.00104746 0.00147258 0.00293458 0.00289142 0.000803171 0.00240716 0.00227187 0.00207937 0.00258817 0.00240675 0.00292215 0.00294377 0.00318714 0.00304739
internal_weight=0 2117 491 437 251 1626 1383 281 189 156 1330 1136 125 216 163 111 243 141 1061 1008 194 120
internal_count=2368 2117 491 437 251 1626 1383 281 189 156 1330 1136 125 216 163 111 243 141 1061 1008 194 120
is_linear=0
shrinkage=0.00276112


Tree=2540
num_leaves=15
num_cat=0
split_feature=2 15 13 12 151 15 16 151 457 133 0 1 1 481
split_gain=3.68963 2.06015 1.43701 1.84197 1.3779 1.63019 1.28466 1.13777 2.21456 1.4473 1.03142 0.961342 1.79604 0.872613
threshold=0.114805 -0.029334999999999996 -0.14819499999999997 -0.094119999999999995 -0.039414999999999999 -0.083359999999999976 -0.10654499999999999 -0.092724999999999988 0.035070000000000011 0.084335000000000007 -0.08397499999999998 0.12048000000000002 0.11091000000000002 -0.086729999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 6 -6 9 11 -5 -10 12 13 -9
right_child=1 -3 3 7 5 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.0052268386408034001 -0.00169864026970726 -0.0024531561658760878 -0.0011906140788656122 0.0073209918593854749 0.0025691161210718186 0.0049549398102388016 -0.0017239022122962728 0.0049506529468394279 -0.0024431227981846718 0.0024891258933532612 0.0017533642514939731 -3.1610617571776227e-05 0.0065593184442035461 0.0025865525479614169
leaf_weight=99 55 92 58 54 77 64 55 76 56 61 52 55 58 1416
leaf_count=99 55 92 58 54 77 64 55 76 56 61 52 55 58 1416
internal_value=0 0.000293148 0.00270435 0.00257181 0.00130067 0.00214349 0.000778623 0.00269132 0.00255231 0.00475999 -0.000420471 0.00275249 0.00285142 0.00270713
internal_weight=0 343 1985 1886 251 196 132 1828 1713 115 108 1605 1550 1492
internal_count=2328 343 1985 1886 251 196 132 1828 1713 115 108 1605 1550 1492
is_linear=0
shrinkage=0.0214605


Tree=2541
num_leaves=16
num_cat=0
split_feature=40 49 4 3 3 4 39 147 4 16 16 159 0 0 16
split_gain=2.45621 1.98034 1.44474 2.38818 2.0318 1.56633 1.72626 1.30035 1.20588 1.03635 0.845826 0.835254 0.495929 0.533698 0.323443
threshold=0.051255000000000002 -0.015064999999999999 -0.37626499999999991 0.11745500000000002 0.06269000000000001 0.30163500000000004 0.085495000000000015 0.089810000000000015 -0.14538499999999996 0.21684500000000004 0.0014300000000000001 0.082585000000000006 -0.083914999999999976 -0.11471499999999998 -0.090639999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 9 4 5 8 -7 10 -4 -3 12 -10 13 14 -1
right_child=-2 2 3 -5 -6 6 -8 -9 11 -11 -12 -13 -14 -15 -16
leaf_value=-0.0010678375189972274 -0.0024196854924313236 0.0064007478176112218 -0.00073628426736774299 -0.0011113847703939648 0.006114910887440695 -0.0028684506995170916 0.0022229787131404261 -0.0022696049766224731 0.0021828519694136578 0.0028359832523441181 0.0031699646510876521 0.0036455219675051147 -0.0012109491489820348 0.0022417801854267474 0.0011874910018824754
leaf_weight=52 54 53 53 93 53 53 56 56 1282 91 63 183 52 82 52
leaf_count=52 54 53 53 93 53 53 56 56 1282 91 63 183 52 82 52
internal_value=0 0.00194246 0.00220003 0.00204158 0.00221624 0.00208911 -0.00025069 0.000558747 0.00225726 0.00414951 0.00108567 0.00236571 0.000533037 0.00102176 5.77509e-05
internal_weight=0 2274 1917 1773 1680 1627 109 357 1518 144 301 1465 238 186 104
internal_count=2328 2274 1917 1773 1680 1627 109 357 1518 144 301 1465 238 186 104
is_linear=0
shrinkage=0.0202227


Tree=2542
num_leaves=20
num_cat=0
split_feature=4 3 39 2 11 52 52 42 4 15 42 2 2 159 3 157 3 15 2
split_gain=58.2288 27.1279 12.6383 4.89318 6.89555 3.0489 6.16109 2.95248 2.25063 1.83376 1.62177 1.51812 1.51674 3.44406 1.72985 1.38351 0.964504 0.68809 0.498904
threshold=0.30163500000000004 0.11745500000000002 0.081875000000000017 0.10060500000000001 1.0000000180025095e-35 -0.43706499999999993 -0.032354999999999988 0.08870500000000002 -0.0047649999999999993 -0.46319999999999995 0.094485000000000013 0.074875000000000011 0.087675000000000017 0.0096550000000000021 -0.07928499999999998 -0.061169999999999995 -0.071519999999999986 -0.013969999999999998 0.12228000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -5 -7 9 -4 -2 17 15 14 -14 -13 -1 -17 -8 -11
right_child=7 -3 8 5 -6 6 10 -9 -10 18 -12 12 13 -15 -16 16 -18 -19 -20
leaf_value=0.0020897600109633652 0.001631050744513736 0.0010278670476446229 0.0014868091266944587 0.0028114465943192952 0.0035849625110570471 0.0013718865290295139 0.002443608986388607 0.00052359151193706209 0.0021995504703014204 0.0011864712293969892 0.0020698154904982375 0.0028172481492098104 0.002538449233935309 0.0031495242981306616 0.0033625053906573775 0.0025429727295778275 0.0029904703968999338 0.0029318840512719086 0.00077153643080566173
leaf_weight=53 62 102 89 90 84 64 53 80 72 53 60 426 441 102 60 280 52 53 52
leaf_count=53 62 102 89 90 84 64 53 80 72 53 60 426 441 102 60 280 52 53 52
internal_value=0 0.00253146 0.00260894 0.00268006 0.00275184 0.0023439 0.00216081 0.000996401 0.00180575 0.00122271 0.00246478 0.00270233 0.00276259 0.0026533 0.00288463 0.00254119 0.00261316 0.00268805 0.000981284
internal_weight=0 2081 1979 1818 1498 320 230 247 161 167 166 1414 1029 543 486 385 332 106 105
internal_count=2328 2081 1979 1818 1498 320 230 247 161 167 166 1414 1029 543 486 385 332 106 105
is_linear=0
shrinkage=0.00298873


Tree=2543
num_leaves=24
num_cat=0
split_feature=1 52 2 2 2 14 147 43 0 1 2 52 2 0 130 1 43 50 0 43 15 42 15
split_gain=69.3682 12.9786 6.97243 5.63779 5.00404 4.20883 4.26148 3.29317 3.26363 2.53395 2.30192 1.77106 1.45441 1.42785 1.16755 1.07578 1.05747 1.12597 0.810804 0.734652 0.677482 0.415914 0.367559
threshold=0.10335000000000001 -0.41304999999999997 0.10859000000000001 -1.0000000180025095e-35 0.099325000000000011 0.062655000000000016 0.08598500000000002 -0.079854999999999995 0.036480000000000005 0.084795000000000023 0.14794000000000004 -0.059354999999999991 0.078405000000000016 -0.014334999999999999 -0.0045849999999999997 0.079865000000000019 -0.082534999999999983 0.098785000000000026 -0.078269999999999992 -0.078409999999999994 0.08425500000000001 -0.014374999999999997 0.10007000000000001
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 -3 5 6 12 -4 9 19 11 -9 16 14 21 -16 -1 20 -5 -6 -18 -14 -21
right_child=1 2 7 18 8 -7 -8 10 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 22 -22 -23 -24
leaf_value=0.0019250867564907315 0.0023802776026094355 0.0008960949932199046 6.5371832551272207e-05 0.0016025571539434432 0.0024932370050157128 0.0031152907357670252 0.0015760105831828894 0.00062260105905039595 0.0013743549795019047 0.0015759956230925296 0.00033796130264951603 0.0012596089346447634 0.0028776010161132327 0.0028840041024726015 0.0024263323449625488 0.0020381122976875464 0.0026485932953352631 0.0020136006408166146 0.0021117252007496865 0.0020442510751876837 0.0022931800532920632 0.0025298218207186439 0.00234284038803502
leaf_weight=70 63 98 56 53 83 67 53 57 54 53 54 99 59 63 760 65 79 70 52 97 107 60 56
leaf_count=70 63 98 56 53 83 67 53 57 54 53 54 99 59 63 760 65 79 70 52 97 107 60 56
internal_value=0 0.0011557 0.000991145 0.00139224 0.00233683 0.00241062 0.00237653 0.000684933 0.00202419 0.0021455 0.000850004 0.00102705 0.00240834 0.00246263 0.00243448 0.00239578 0.00224052 0.00232665 0.00185501 0.00227327 0.0024443 0.00270251 0.00215374
internal_weight=0 532 469 203 1796 1453 1386 266 343 289 210 156 1333 1007 944 825 326 256 105 236 186 119 153
internal_count=2328 532 469 203 1796 1453 1386 266 343 289 210 156 1333 1007 944 825 326 256 105 236 186 119 153
is_linear=0
shrinkage=0.00287267


Tree=2544
num_leaves=24
num_cat=0
split_feature=1 39 0 3 47 1 42 15 132 1 0 15 1 15 0 3 3 0 1 42 15 3 0
split_gain=100.724 17.8917 10.6128 10.4499 4.74086 4.09607 3.35629 3.83852 4.12337 3.20838 3.17022 6.17822 3.02384 4.16544 2.33157 1.50518 1.23459 1.17336 1.10439 1.07192 0.857942 0.328827 0.206177
threshold=0.109225 0.081875000000000017 -0.22607999999999998 -0.063074999999999978 0.094160000000000008 0.092655000000000015 0.094225000000000017 0.0056700000000000006 0.082230000000000011 0.11869500000000001 -0.097414999999999988 -0.095244999999999982 0.11654500000000001 -0.41309499999999993 -0.061204999999999989 -0.13392999999999997 -0.080339999999999981 -0.083604999999999985 0.092165000000000011 0.087075000000000014 0.079575000000000021 -0.078584999999999988 -0.077584999999999987
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=1 2 -1 9 12 -3 7 8 10 -2 11 -4 -5 -14 18 -9 -12 19 20 -17 -8 -19 -22
right_child=3 5 6 4 -6 -7 14 15 -10 -11 16 -13 13 -15 -16 17 -18 21 -20 -21 22 -23 -24
leaf_value=0.0027895247226269442 0.0032189618570847376 0.0032105978772676378 0.0038753699930751664 0.0022300943705129976 0.0025482873464116127 0.0022572385115916175 0.0032248770886832844 0.0043656562910136254 0.0030726903221846751 0.0023771451825341343 0.003876543675320893 0.0027113963573081553 0.0019236585305342766 0.0010719033765902971 0.0029836629331006998 0.0041525909215017259 0.0036105518071393398 0.0037514849046138767 0.0038954758983961489 0.0037680010623276305 0.003742741446459745 0.0039571718934263214 0.0035016123993114475
leaf_weight=85 66 54 68 61 63 71 60 52 73 58 434 57 88 70 54 170 168 260 60 72 53 74 57
leaf_count=85 66 54 68 61 63 71 60 52 73 58 434 57 88 70 54 170 168 260 60 72 53 74 57
internal_value=0 0.00362193 0.00368818 0.00219546 0.00191836 0.00266931 0.00373278 0.00378438 0.00366436 0.00282543 0.00372373 0.00334482 0.00173702 0.00154647 0.00347327 0.00393723 0.00380236 0.0038985 0.00358809 0.00403828 0.00347944 0.00379714 0.00361805
internal_weight=0 1922 1797 406 282 125 1712 1428 800 124 727 125 219 158 284 628 602 576 230 242 170 334 110
internal_count=2328 1922 1797 406 282 125 1712 1428 800 124 727 125 219 158 284 628 602 576 230 242 170 334 110
is_linear=0
shrinkage=0.00260187


Tree=2545
num_leaves=13
num_cat=0
split_feature=3 151 13 447 457 0 0 3 0 159 52 13
split_gain=2.28146 1.54955 1.42239 1.4814 1.4046 1.08118 1.91251 1.21397 1.0617 0.997393 0.745747 0.161639
threshold=0.11745500000000002 -0.22321999999999997 0.25694000000000006 0.085205000000000017 0.085540000000000019 0.047740000000000012 -0.071844999999999978 -0.046329999999999989 -0.074274999999999994 0.11073500000000001 -0.10271999999999999 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 -8 11 -3 -7 -2
right_child=8 2 -4 -5 -6 10 7 -9 -10 -11 -12 -13
leaf_value=0.0063559090145699684 -0.00013358070300390848 0.003134743917542023 -0.00044353808164920426 -0.0005465317220161571 0.00635102872505342 0.0032105306538604997 0.0019818341692139853 -0.00088192735263407918 0.0027903723510722595 0.0001303213738748239 0.0063594493025624912 -0.001695363779681757
leaf_weight=55 71 1382 64 59 53 78 290 89 54 53 63 54
leaf_count=55 71 1382 64 59 53 78 290 89 54 53 63 54
internal_value=0 0.00279628 0.0027043 0.00280188 0.00290037 0.00280671 0.00266571 0.00130874 0.000274793 0.00302394 0.00461912 -0.000810104
internal_weight=0 2186 2131 2067 2008 1955 1814 379 179 1435 141 125
internal_count=2365 2186 2131 2067 2008 1955 1814 379 179 1435 141 125
is_linear=0
shrinkage=0.0214605


Tree=2546
num_leaves=22
num_cat=0
split_feature=1 3 124 2 4 16 2 2 4 15 52 52 51 4 2 457 52 3 51 52 0
split_gain=75.6747 11.6167 7.0126 5.56983 4.72452 4.03345 2.58582 3.08139 2.52273 2.5072 1.86637 1.538 2.18024 2.96643 1.80126 3.65551 1.78181 1.12189 1.15707 0.913965 0.264781
threshold=0.10574000000000001 -0.06340999999999998 -0.081949999999999981 0.11668500000000002 0.36766000000000004 -0.49181999999999998 -1.0000000180025095e-35 0.14721500000000001 0.054560000000000004 -0.077559999999999976 0.0029250000000000005 0.088635000000000005 0.10736500000000002 -0.082869999999999985 0.08826500000000001 0.035070000000000011 -0.010739999999999998 -0.016164999999999995 0.077225000000000016 0.39765000000000006 -0.10147999999999999
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=2 4 -1 8 -2 -3 -7 9 11 -8 20 14 13 -13 17 16 -16 18 -4 -15 -10
right_child=1 5 3 -5 -6 6 7 -9 10 -11 -12 12 -14 19 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0013042342680210284 0.0019009906719603584 0.0011781134313430975 0.0022925052349573641 0.001509469382958587 0.00094962435422907211 -5.402395892425737e-05 0.00051432489181801855 8.3475206882165163e-05 0.0017894461919137781 0.0012333614757150391 0.0022288421953469816 0.0026729341223271728 0.0016574720313454372 0.0019544576093210838 0.0023753692004202711 0.001470156397317566 0.0019114024670996682 0.0027206847800728766 0.0027086226617095335 0.0022830768401821159 0.0015096372654883462
leaf_weight=74 98 79 631 93 63 53 82 57 52 63 68 71 72 206 207 54 87 58 54 91 52
leaf_count=74 98 79 631 93 63 53 82 57 52 63 68 71 72 206 207 54 87 58 54 91 52
internal_value=0 0.000931477 0.00212188 0.00215556 0.0015289 0.000643413 0.000477648 0.000617289 0.00219082 0.000826933 0.0018789 0.00222585 0.00208996 0.0021745 0.00228063 0.00211908 0.00223817 0.00235625 0.00232535 0.00205524 0.00164982
internal_weight=0 495 1870 1796 161 334 255 202 1703 145 172 1531 440 368 1091 348 294 743 685 297 104
internal_count=2365 495 1870 1796 161 334 255 202 1703 145 172 1531 440 368 1091 348 294 743 685 297 104
is_linear=0
shrinkage=0.00270699


Tree=2547
num_leaves=21
num_cat=0
split_feature=4 2 12 12 11 2 2 4 42 2 47 158 159 1429 4 2 42 15 15 4
split_gain=42.4222 21.2033 11.0907 6.21039 4.02986 3.80473 3.1482 2.84004 2.77994 1.86572 1.62274 1.49258 1.22619 1.1154 1.02664 0.71065 0.640004 1.004 0.494623 0.364541
threshold=0.27287000000000006 0.10527500000000002 0.083325000000000024 -0.077034999999999978 1.0000000180025095e-35 0.12708000000000003 0.13880500000000004 -0.028814999999999997 0.091090000000000018 0.091205000000000008 0.11227500000000001 0.085030000000000008 0.018290000000000004 0.084690000000000015 -0.012089999999999998 0.091005000000000016 0.079170000000000004 -1.0000000180025095e-35 0.041820000000000003 -0.06512999999999998
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 7 -1 9 14 8 -3 15 10 11 13 16 -5 19 -2 17 -11 -18 -4
right_child=6 2 5 4 -6 -7 -8 -9 -10 12 -12 -13 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=0.0018628696662073908 0.0013354009239190871 0.001690608619851738 0.002382489906401416 0.0026110408827736582 0.003186982594738496 0.0015382434280822525 0.00067951426341250848 0.00088322115896994865 0.00087210239548738105 0.0019427406154087471 0.0021133988273314649 0.0029477663492145853 0.0027635794669975768 0.0022054867402081591 0.0021021732047952642 0.0017434518242323074 0.0025620199351985566 0.0024309290186589373 0.0022373168790381201 0.0027171388363969821
leaf_weight=103 54 56 52 973 82 55 65 91 59 80 53 102 52 58 63 95 86 59 70 57
leaf_count=103 54 56 52 973 82 55 65 91 59 80 53 102 52 58 63 95 86 59 70 57
internal_value=0 0.00240209 0.00179413 0.00253443 0.00257724 0.00218457 0.00122144 0.001191 0.00139064 0.00254461 0.002598 0.00262065 0.00236201 0.00258826 0.00239107 0.00159577 0.00229112 0.00215017 0.00241651 0.00255777
internal_weight=0 2092 374 1718 1615 227 273 147 208 1533 1186 1133 347 1031 172 149 295 139 156 109
internal_count=2365 2092 374 1718 1615 227 273 147 208 1533 1186 1133 347 1031 172 149 295 139 156 109
is_linear=0
shrinkage=0.00281635


Tree=2548
num_leaves=20
num_cat=0
split_feature=1 9 4 14 12 132 16 1 52 2 52 16 4 2 403 43 4 43 403
split_gain=1.93398 2.44967 2.74406 1.61607 1.49439 0.985678 1.60322 3.63042 0.917237 1.72446 1.17498 0.910658 1.53554 0.817182 0.800376 0.826904 0.853977 0.835429 0.0753669
threshold=0.098370000000000027 -0.079919999999999977 -0.16772499999999999 0.062655000000000016 0.11650500000000001 0.083835000000000007 -0.0093349999999999978 0.11551000000000002 0.13796000000000003 0.08673500000000002 0.37486000000000003 -0.075434999999999988 0.27834500000000006 0.11626500000000002 -0.51745999999999992 -0.15924499999999997 -0.16772499999999999 0.0035900000000000007 -0.54357999999999984
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 -3 8 5 6 11 -8 13 -10 -11 12 -4 14 18 -16 -17 -18 -1
right_child=1 2 4 -5 -6 -7 7 -9 9 10 -12 -13 -14 -15 15 16 17 -19 -20
leaf_value=0.0014635801203332708 0.0045487707155788468 0.0037115789331800867 -0.0013504057127934146 0.0048122740061322536 0.0030313675871503523 -0.0016601622087371547 -0.0042719945031794576 0.0011388355459347145 -0.0012614711599449515 0.00041288156124065034 0.0032676959422134888 0.0031775567270856172 0.0017751540608727319 0.00075160114378822044 0.0007888207051792354 0.0042827672836163247 0.0027295032857960208 0.0016450785268432764 0.00058014375955793465
leaf_weight=52 53 79 62 63 53 68 53 86 57 67 89 52 126 85 70 76 882 240 52
leaf_count=52 53 79 62 63 53 68 53 86 57 67 89 52 126 85 70 76 882 240 52
internal_value=0 0.00120114 0.000894406 0.00225289 0.000448946 0.000142364 0.00046623 -0.000923038 0.00215623 0.00115767 0.0020427 0.00127157 0.000743461 0.00230209 0.00239803 0.00251062 0.00261108 0.0024977 0.00102353
internal_weight=0 632 579 1733 500 447 379 139 1670 213 156 240 188 1457 1372 1268 1198 1122 104
internal_count=2365 632 579 1733 500 447 379 139 1670 213 156 240 188 1457 1372 1268 1198 1122 104
is_linear=0
shrinkage=0.0162644


Tree=2549
num_leaves=22
num_cat=0
split_feature=2 4 52 52 14 2 52 49 52 2 49 52 42 12 158 49 42 51 12 4 43
split_gain=1.17067 1.63688 1.22764 1.13751 1.05362 1.01769 1.05624 1.34566 1.40257 1.00998 1.16741 1.15521 1.74427 0.962281 0.89038 0.848839 0.584762 0.581114 1.20064 0.52177 0.188273
threshold=0.10387 -0.0090299999999999981 -0.054974999999999989 -0.51296999999999993 0.076175000000000007 0.11225500000000001 0.090245000000000006 -1.0000000180025095e-35 -0.062629999999999977 -0.0091949999999999983 -0.072214999999999988 0.11916 0.087195000000000009 0.084555000000000005 0.085620000000000016 -1.0000000180025095e-35 0.08733500000000001 -0.088764999999999983 0.081420000000000006 -0.016164999999999995 -0.069434999999999983
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=4 2 3 -2 9 -3 7 -7 -9 15 13 14 -13 -11 17 -1 -16 19 -19 -12 -14
right_child=1 5 -4 -5 -6 6 -8 8 -10 10 11 12 20 -15 16 -17 -18 18 -20 -21 -22
leaf_value=-0.0014905912970324909 0.0030659815198719269 -0.0014852700301263215 0.0044126685550265271 -0.00066157481124066346 0.0048296024151959502 -0.0011599223590740423 -0.0015480427497608796 0.00028934740430458809 0.0040100506732438108 0.0060557401451215862 -0.00021961539925728524 -0.001403359429802246 0.0016768457571278051 0.0023583438060120828 0.005329672410524078 0.0017671959119713078 0.0024703598548572207 0.0047181881673463016 0.0022017251959742276 0.0024603909996475126 0.0032423081459615568
leaf_weight=52 74 87 92 61 65 54 53 70 102 61 69 86 82 55 68 88 52 85 905 52 52
leaf_count=52 74 87 92 61 65 54 53 70 102 61 69 86 82 55 68 88 52 85 905 52 52
internal_value=0 0.0012608 0.0026101 0.00138008 0.00229979 0.000423353 0.00101929 0.00162232 0.00249707 0.00220333 0.00235041 0.00219404 0.000842784 0.00430453 0.00243535 0.000555619 0.00409244 0.00225617 0.002418 0.000930339 0.00228595
internal_weight=0 593 227 135 1772 366 279 226 172 1707 1567 1451 220 116 1231 140 120 1111 990 121 134
internal_count=2365 593 227 135 1772 366 279 226 172 1707 1567 1451 220 116 1231 140 120 1111 990 121 134
is_linear=0
shrinkage=0.0202227


Tree=2550
num_leaves=19
num_cat=0
split_feature=0 12 157 1 1 13 12 1 0 13 13 12 12 48 1 1 160 0
split_gain=1.81762 2.14976 1.9201 1.52256 1.4265 1.25729 1.30958 0.740754 0.729855 1.05212 1.53567 1.12745 2.96625 1.01728 1.8442 2.11383 0.956984 0.514551
threshold=0.0037850000000000002 -0.11875499999999999 -0.0045449999999999996 0.081540000000000015 0.11570500000000002 -0.16392499999999996 -0.08731499999999999 0.10342000000000001 -0.087614999999999985 -0.085164999999999977 -0.087129999999999985 0.023990000000000004 0.084555000000000005 -0.065224999999999991 0.096035000000000023 0.11224000000000002 -0.089974999999999986 -0.084114999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -3 7 -7 13 10 17 -11 -13 -8 16 -16 -15 -10
right_child=2 5 3 4 -6 6 8 -9 9 11 -12 12 -14 14 15 -17 -18 -19
leaf_value=0.004853489754392668 0.0027803061599997211 -0.00066134104516766255 -0.003376250399989626 0.0021190163880564139 -0.001988566441707894 0.0012734971875762301 0.003538827928662835 -0.0016974672980368363 0.00321134906840228 0.0038464125281394515 0.0058085305582910854 -0.0026587312460287739 0.0018385452044225943 0.0029422699815659118 -0.0033291699157232241 0.0015837368815419578 0.0010553031403152772 0.00082286806021319666
leaf_weight=67 59 85 61 61 53 53 59 60 68 81 56 52 904 119 63 55 375 55
leaf_count=67 59 85 61 61 53 53 59 60 68 81 56 52 904 119 63 55 375 55
internal_value=0 0.00162271 -7.62893e-05 -0.00104049 0.000207635 0.0015188 0.00161155 -0.000302276 0.00172626 0.00199412 0.00329217 0.00176987 0.00159372 0.00124056 0.00101868 -0.0010376 0.00151025 0.00214492
internal_weight=0 2152 234 175 114 2085 2000 113 1887 1216 179 1037 956 671 612 118 494 123
internal_count=2386 2152 234 175 114 2085 2000 113 1887 1216 179 1037 956 671 612 118 494 123
is_linear=0
shrinkage=0.0183163


Tree=2551
num_leaves=24
num_cat=0
split_feature=4 12 150 43 13 15 0 12 43 4 4 12 39 157 12 0 4 51 1210 43 51 4 43
split_gain=58.0278 18.6341 9.44181 8.99878 4.81401 4.39727 4.96049 4.25438 3.53143 2.4351 7.02142 2.06752 1.93222 1.43252 2.11648 1.2409 0.873404 0.797078 0.784285 0.952241 0.771904 0.699009 0.41672
threshold=0.30163500000000004 0.054520000000000006 0.094365000000000018 -0.074359999999999996 -0.076584999999999986 -0.41606999999999994 -0.14582499999999995 0.11769500000000001 -0.086949999999999986 -0.00013999999999999996 -0.35136499999999998 0.089885000000000007 0.088025000000000006 -0.084639999999999979 0.084760000000000016 -0.078759999999999983 0.0063250000000000008 0.096085000000000018 -0.062539999999999984 -0.093419999999999989 -0.014989999999999998 0.029980000000000003 -0.010739999999999998
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=1 2 3 8 -5 12 -7 11 -1 10 -6 13 -2 14 -3 20 17 18 -13 -20 -15 -22 -18
right_child=5 7 -4 4 9 6 -8 -9 -10 -11 -12 16 -14 15 -16 -17 22 -19 19 -21 21 -23 -24
leaf_value=0.0020665439370268017 0.001642160154695425 0.0034458050013462405 0.00094605538850388228 0.0016822414039609716 0.002992797748080991 0.0012435836252519083 5.3913241610419514e-05 0.0019955409790284855 0.0011385316835598725 0.0029382356698108127 0.001637007362792275 0.0023026110120172778 0.00097576318800917077 0.002468050960493249 0.0026744176393031422 0.0023253602806099336 0.0022511986557201082 0.0023072029119155192 0.0029033096719060735 0.0025990976183189129 0.0027349639345331587 0.0030492193918252547 0.0025576578774745657
leaf_weight=55 90 52 58 53 61 54 53 80 73 97 56 52 53 76 58 63 102 68 102 374 540 62 54
leaf_count=55 90 52 58 53 61 54 53 80 73 97 56 52 53 76 58 63 102 68 102 374 540 62 54
internal_value=0 0.0024846 0.00198724 0.00214005 0.0024288 0.00107844 0.000654583 0.00261845 0.00153752 0.00261356 0.00234412 0.00264952 0.00139538 0.00274318 0.00303934 0.00269918 0.0025435 0.00259214 0.00262878 0.00266435 0.00273387 0.00276738 0.00235747
internal_weight=0 2136 453 395 267 250 107 1683 128 214 117 1603 143 851 110 741 752 596 528 476 678 602 156
internal_count=2386 2136 453 395 267 250 107 1683 128 214 117 1603 143 851 110 741 752 596 528 476 678 602 156
is_linear=0
shrinkage=0.00276112


Tree=2552
num_leaves=20
num_cat=0
split_feature=0 15 157 0 159 51 51 0 40 475 15 48 0 43 43 0 52 15 0
split_gain=1.37248 1.90198 1.80354 2.34028 0.985951 1.96879 0.96367 2.37311 0.891483 0.903339 0.753617 0.677512 0.772458 2.29197 0.65729 0.613271 0.437017 0.366324 0.180582
threshold=-0.026509999999999995 -0.40992999999999996 -0.0045449999999999996 0.056265000000000009 0.087395000000000014 -0.070054999999999992 0.07955000000000001 -0.10220499999999998 -0.082074999999999995 -0.086279999999999982 -0.048699999999999993 0.098160000000000011 -0.10803999999999998 -0.077704999999999982 -0.082739999999999994 -0.083854999999999985 -0.040589999999999994 -0.055344999999999998 -0.092319999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 8 -8 -1 -10 18 12 13 -11 -14 -9 -5 -17 -7
right_child=1 2 3 16 5 10 7 15 9 11 -12 -13 14 -15 -16 17 -18 -19 -20
leaf_value=0.0049889801870752473 0.0039433021919795322 0.0026257324619323439 -0.0055351141972864917 0.0013926855723042698 -0.0024421484032113847 0.0014316098955572056 -0.0021329679995043403 0.0038905188385877352 0.0044218685499649813 -0.00033136964627577517 0.0032861930581710819 0.00033563347846327497 0.0028633294889493861 0.0049366834664875845 0.0016666429536015578 0.0023969703598807016 -0.0013144219776814858 6.3241508413750878e-05 -0.00033751184969551466
leaf_weight=53 52 58 52 53 70 54 84 65 77 53 84 101 279 134 883 67 57 58 52
leaf_count=53 52 58 52 53 70 54 84 65 77 53 84 101 279 134 883 67 57 58 52
internal_value=0 0.000251502 -0.000620064 -0.00178355 0.00187203 0.000633143 0.00204564 0.000869374 0.00224948 0.00215425 0.00176735 0.00203367 0.00216064 0.00344237 0.00195417 0.00219793 -8.00558e-06 0.00131595 0.000561578
internal_weight=0 272 220 162 2114 260 1854 274 1580 1527 190 1450 1349 187 1162 190 110 125 106
internal_count=2386 272 220 162 2114 260 1854 274 1580 1527 190 1450 1349 187 1162 190 110 125 106
is_linear=0
shrinkage=0.0214605


Tree=2553
num_leaves=23
num_cat=0
split_feature=12 3 12 3 3 133 3 52 52 3 51 52 12 13 48 12 13 48 1456 52 3 13
split_gain=39.8837 11.4244 7.70482 5.90076 9.08018 5.4407 3.12525 1.92742 3.1228 1.85121 1.43599 1.38994 1.30729 1.18024 0.951437 0.965371 0.917063 0.76669 0.586008 0.538479 0.336942 0.0876173
threshold=0.054520000000000006 0.31370500000000007 0.099815000000000015 0.077930000000000013 0.11745500000000002 -0.082009999999999986 -0.057369999999999997 -0.086814999999999989 -0.040589999999999994 -0.095469999999999985 -0.096089999999999981 -0.046924999999999988 0.082295000000000021 -0.068189999999999987 0.088580000000000006 0.097240000000000007 0.021935000000000003 0.096085000000000018 0.084805000000000019 -0.41304999999999997 -0.067429999999999976 -0.0068799999999999998
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 3 10 5 11 -1 9 -7 -9 -4 19 -5 -12 -10 15 16 18 -16 -14 -2 21 -11
right_child=2 -3 6 4 -6 7 -8 8 13 20 12 -13 14 -15 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0025119103986715038 0.0026403514041138643 0.00088947322763754911 0.0021001171603556947 0.0024633229484438851 0.0016079145221147421 0.0020429048212801228 0.0017399377202062887 0.0009878181889167528 0.0013629187935978357 0.002751078212166096 0.0031601626669974718 0.0029944154199909516 0.002690942663332134 0.0018690098273952929 0.00224611017215578 0.0031162039900560303 0.0030051485852987904 0.0026781401042389875 0.0029510374379153399 0.0022749301746590282 0.0024002520308160176 0.002577734378238823
leaf_weight=56 55 81 100 77 86 54 68 68 53 52 54 70 897 96 52 52 86 76 71 69 59 54
leaf_count=56 55 81 100 77 86 54 68 68 53 52 54 70 897 96 52 52 86 76 71 69 59 54
internal_value=0 0.00184034 0.0026301 0.00197783 0.0023074 0.00174291 0.00225919 0.00158389 0.00146953 0.00239233 0.00271756 0.00271642 0.00274452 0.00168918 0.00272631 0.00275214 0.00273416 0.00250285 0.00271005 0.00243725 0.00256925 0.00266304
internal_weight=0 641 1745 560 233 327 333 271 217 265 1412 147 1288 149 1234 1106 1054 128 968 124 165 106
internal_count=2386 641 1745 560 233 327 333 271 217 265 1412 147 1288 149 1234 1106 1054 128 968 124 165 106
is_linear=0
shrinkage=0.00270699


Tree=2554
num_leaves=29
num_cat=0
split_feature=1 2 12 2 14 1 2 16 16 150 4 2 4 48 49 13 42 12 16 13 4 13 159 12 13 16 16 4
split_gain=67.6308 15.6702 18.6869 4.42815 3.24288 2.61565 5.61969 2.5595 4.55129 2.88904 2.47948 2.27527 2.17414 1.46268 1.19335 1.18824 1.09853 0.911267 1.48021 0.784584 0.737284 0.916709 0.662767 0.570863 0.533826 0.531752 0.342165 0.22357
threshold=0.10141500000000002 0.13673000000000005 0.085665000000000005 0.09857500000000001 0.062655000000000016 0.085720000000000005 0.086165000000000005 0.022165000000000004 -0.065229999999999996 0.088040000000000021 -0.072894999999999974 0.16394500000000004 0.22738500000000003 0.088800000000000004 0.11580500000000001 0.014185000000000001 -0.069844999999999977 0.09141500000000001 -0.065229999999999996 -0.06457499999999998 -0.075239999999999987 -0.050754999999999995 0.04105000000000001 0.088485000000000022 -0.012064999999999998 -0.022939999999999999 0.42146500000000003 -0.0062699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 13 20 8 9 24 -5 -3 26 15 16 17 -12 22 -19 -18 21 -7 -1 -15 -2 27 -4 -22
right_child=1 11 12 10 -6 6 -8 -9 -10 -11 14 -13 -14 23 -16 -17 19 18 -20 -21 25 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0026357071533794057 0.0010661929897844611 0.00063771157139096114 0.0027351877557662621 0.001534086624148201 0.0031641397117046308 0.0019396324860749027 0.0013226924149120265 0.0015829823686047786 0.00017802762561327219 0.0017205343987716387 0.0026799984493681072 -0.00018259072001366726 0.0017934184265966839 0.0024309767947985894 0.0018118902906608073 0.0029064494928091717 0.0023883513026859192 0.0025926387658569859 0.0019159277730786046 0.0019717259381177581 0.0025208023795277481 0.0024434454267502699 0.0023549424866853483 0.0019814128498445247 0.00063102426052364703 0.0027009061666851625 0.0023912317782297599 0.0022277874189997222
leaf_weight=587 54 75 52 57 66 59 52 60 63 54 61 54 52 56 52 101 95 73 52 78 52 81 93 52 52 89 62 52
leaf_count=587 54 75 52 57 66 59 52 60 63 54 61 54 52 56 52 101 95 73 52 78 52 81 93 52 52 89 62 52
internal_value=0 0.00123085 0.00149992 0.00242891 0.00250204 0.00247078 0.00225612 0.0010234 0.00087269 0.00114601 0.0021165 0.000294077 0.0023121 0.00255224 0.00223246 0.00259243 0.00232578 0.00255299 0.00231139 0.0022007 0.00240179 0.00223136 0.00259736 0.00221482 0.000853021 0.00252525 0.00254841 0.00237461
internal_weight=0 578 449 1808 1465 1399 385 283 223 160 343 129 166 1014 286 906 234 805 125 173 333 140 680 108 106 193 114 104
internal_count=2386 578 449 1808 1465 1399 385 283 223 160 343 129 166 1014 286 906 234 805 125 173 333 140 680 108 106 193 114 104
is_linear=0
shrinkage=0.0030485


Tree=2555
num_leaves=14
num_cat=0
split_feature=3 13 39 16 34 148 4 484 159 0 12 133 16
split_gain=3.13439 2.58661 1.14948 0.995855 0.882026 0.896717 0.94487 0.810577 1.8926 0.766356 1.63485 0.985408 0.597062
threshold=0.11924500000000002 -0.11122999999999998 0.10076500000000001 -0.090789999999999996 -0.038779999999999995 -0.082084999999999977 -0.50775499999999985 0.085435000000000025 1.0000000180025095e-35 -0.081224999999999978 0.11540500000000002 0.087575000000000014 -0.0098949999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -6 -7 9 12 11 -11 -8 -9
right_child=1 -3 -4 -5 5 6 7 8 -10 10 -12 -13 -14
leaf_value=0.0042618600514576239 -0.00081229194066666135 -0.0038961894508270536 -0.00026031170511904914 0.0025950154153266008 0.004217566885230564 0.0041068437173483914 0.0025021532133089499 0.0031641356907886314 -0.0023218795097459037 0.0011608547677540489 0.0045084236096627987 0.0010800431622252531 0.00073786128819058677
leaf_weight=54 58 57 82 57 54 59 787 58 53 648 53 207 83
leaf_count=54 58 57 82 57 54 59 787 58 53 648 53 207 83
internal_value=0 -0.000705115 0.0018642 0.000874847 0.00194903 0.00188655 0.00182183 0.00175036 0.000627334 0.00187878 0.00141423 0.0022062 0.00173729
internal_weight=0 172 2138 115 2056 2002 1948 1889 194 1695 701 994 141
internal_count=2310 172 2138 115 2056 2002 1948 1889 194 1695 701 994 141
is_linear=0
shrinkage=0.0183163


Tree=2556
num_leaves=28
num_cat=0
split_feature=1 12 2 1 2 12 160 2 2 49 160 52 1 49 2 42 13 474 51 49 13 13 13 13 52 52 12
split_gain=49.7953 12.213 9.11339 5.66865 3.28119 2.34899 2.29922 1.94477 1.77678 1.76546 1.46717 1.44657 0.989411 0.966671 0.778509 1.02131 1.42516 0.814744 0.854128 0.709147 0.706961 0.798884 0.486063 0.413523 0.320365 0.590493 0.268386
threshold=0.11695500000000002 0.054520000000000006 0.14271500000000001 0.095950000000000021 -0.0050599999999999994 0.092495000000000008 0.051820000000000005 0.11891500000000001 0.092235000000000025 -0.062709999999999974 -0.5335399999999999 0.14564000000000002 0.10871500000000002 0.09567500000000001 0.083645000000000011 -0.0033799999999999998 -0.08231999999999999 0.085500000000000007 -0.08588999999999998 -0.067339999999999983 -0.04609499999999999 -0.066934999999999981 -0.06401999999999998 -0.087634999999999977 -0.074744999999999992 0.024560000000000002 0.096370000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -2 10 8 -6 -1 -5 -3 13 -11 20 15 -12 23 18 -16 -20 21 26 -13 -17 -22 -26 -7
right_child=2 5 -4 9 7 11 -8 -9 -10 12 14 22 -14 -15 17 16 -18 -19 19 -21 24 -23 -24 -25 25 -27 -28
leaf_value=0.0020314131087814302 0.00054636131116793721 0.0026529620929129213 8.5524766094373519e-06 0.0015968689792371137 0.0017593525615045482 0.0022380065840578141 0.002373268568576697 0.0010527207643195298 0.0014211498353687321 0.00083375285019315242 0.0020392652075152239 0.0018604798083785591 0.0013359885831481868 0.001788143055386096 0.0017518630709151318 0.0024177977479026029 0.0028115404353689596 0.0023820590803373758 0.0018175096010000188 0.0021519231696951759 0.0023527676519808118 0.0016754313889002846 0.0014740461077958418 0.0020697507085502202 0.0019605607896991911 0.0023300385568922207 0.0019578643184099079
leaf_weight=72 60 53 92 67 53 56 57 75 81 79 78 54 52 101 56 59 54 86 57 527 79 54 52 54 80 63 59
leaf_count=72 60 53 92 67 53 56 57 75 81 79 78 54 52 101 56 59 54 86 57 527 79 54 52 54 80 63 59
internal_value=0 0.00200234 0.000735209 0.00156649 0.00109065 0.00211195 0.0018891 0.00134555 0.00170853 0.00122418 0.00219411 0.00197121 0.00103334 0.00203578 0.00216904 0.00230773 0.00243293 0.00212219 0.00208723 0.00211933 0.00209967 0.0019608 0.00167119 0.00225174 0.00220525 0.00212355 0.00209454
internal_weight=0 2030 280 408 188 1622 210 128 153 198 1024 598 131 492 971 245 167 726 640 584 391 169 106 113 222 143 115
internal_count=2310 2030 280 408 188 1622 210 128 153 198 1024 598 131 492 971 245 167 726 640 584 391 169 106 113 222 143 115
is_linear=0
shrinkage=0.00281635


Tree=2557
num_leaves=20
num_cat=0
split_feature=2 3 15 1 9 160 15 15 16 2 1 160 0 3 16 133 16 0 51
split_gain=3.93424 1.55816 1.93585 2.43588 1.35635 1.23082 1.64443 1.7481 4.11546 1.24692 1.90717 1.03414 1.08501 0.884648 1.06827 0.777449 0.755127 0.609634 0.547229
threshold=0.16730000000000003 0.11191000000000002 -0.021179999999999997 0.13418500000000003 0.081890000000000004 0.014995000000000003 1.0000000180025095e-35 -0.008094999999999998 0.066275000000000014 0.08647500000000001 0.078015000000000015 -0.51927999999999985 -0.090569999999999984 -0.074694999999999998 -0.024819999999999998 0.087380000000000013 -0.083479999999999985 -0.082454999999999987 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 9 -9 18 -11 -8 -13 15 -15 17 -14 -7 -1
right_child=-2 2 -4 -5 -6 13 11 8 -10 10 -12 12 16 14 -16 -17 -18 -19 -20
leaf_value=0.00085867686355325641 -0.0037755895701358224 0.0038993059045399933 -0.003258150300628536 -0.0018949967334319388 0.0049028898805508628 0.0016292008658814773 0.0049283172411687072 -0.004589840781261666 0.0019406101490297876 0.0017128365108702744 -0.0010535269975298618 0.0043633415462459336 0.0028041299140470809 0.0025354054536061549 0.006102929084379898 0.0003394480350102323 0.0013399271126517949 0.0043164705304780202 0.0032034271904708496
leaf_weight=52 52 69 52 52 64 67 60 68 94 367 141 81 227 71 67 65 397 72 192
leaf_count=52 52 69 52 52 64 67 60 68 94 367 141 81 227 71 67 65 397 72 192
internal_value=0 0.00184927 3.79582e-06 0.00140741 0.00200229 0.00191033 0.0016848 0.00110536 -0.000799234 0.00151594 0.000944582 0.00237682 0.00215936 0.0030169 0.00426903 0.00216882 0.00187292 0.00302272 0.00270461
internal_weight=0 2258 173 121 2085 2021 1679 914 162 752 508 765 705 342 138 204 624 139 244
internal_count=2310 2258 173 121 2085 2021 1679 914 162 752 508 765 705 342 138 204 624 139 244
is_linear=0
shrinkage=0.0202227


Tree=2558
num_leaves=12
num_cat=0
split_feature=2 3 15 13 15 151 2 480 1454 41 12
split_gain=2.72192 1.07836 1.3389 1.21922 0.780129 0.843015 0.780536 0.78676 0.886832 0.76264 0.520642
threshold=0.16730000000000003 0.11191000000000002 -0.021179999999999997 -1.0000000180025095e-35 0.12549000000000002 0.077805000000000013 0.11378000000000001 -1.0000000180025095e-35 0.07931500000000001 0.083975000000000008 0.094600000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 -1 9 -9 -8
right_child=-2 2 -4 -5 -6 -7 10 8 -10 -11 -12
leaf_value=-0.0005443426439408354 -0.0025760549950615062 -0.00050795156465575713 -0.0022230100257531228 0.0028467901481177378 0.0032167536828837206 0.0030750058629045399 -0.00059861551921819409 0.0013893420395955211 0.0029274726622145536 -0.00065080807693539079 0.0011494220009576291
leaf_weight=58 52 68 52 53 61 72 99 1553 101 52 89
leaf_count=58 52 68 52 53 61 72 99 1553 101 52 89
internal_value=0 0.00126187 2.24534e-06 0.000960017 0.0013663 0.00131045 0.00124527 0.00135359 0.00141822 0.00132313 0.000227971
internal_weight=0 2258 173 121 2085 2024 1952 1764 1706 1605 188
internal_count=2310 2258 173 121 2085 2024 1952 1764 1706 1605 188
is_linear=0
shrinkage=0.0165897


Tree=2559
num_leaves=19
num_cat=0
split_feature=2 12 156 3 13 3 3 2 2 49 0 49 13 11 151 1456 13 12
split_gain=1.88308 0.902819 1.40582 1.97295 1.2672 1.18235 1.07076 1.01095 0.974811 0.96309 1.3132 0.700354 0.431598 0.380868 0.326073 0.39719 0.394157 0.22245
threshold=0.16730000000000003 0.083795000000000022 0.096220000000000014 0.11191000000000002 -0.33260499999999998 -0.10919499999999999 -0.11255999999999998 -0.0091949999999999983 0.086285000000000014 -0.072214999999999988 -0.063914999999999986 0.11885500000000002 0.10506500000000002 0.088215000000000002 -0.085164999999999977 -0.071109999999999993 -0.10099999999999999 0.087615000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 -7 -3 -9 -11 12 14 -10 -8 17 -17 -16
right_child=-2 6 -4 4 -6 7 11 9 13 10 -12 -13 -14 -15 15 16 -18 -19
leaf_value=-0.0013206788455066179 -0.0025103167322392912 0.004920202678296624 0.0034293848884786207 0.00014664655200186488 -0.0036885474135211959 -0.00083501743071445148 0.0026818638951837245 0.0039098337164402966 0.0010438727593813301 0.00054999629208583888 0.0037167644958785123 -0.00070618581386000447 -0.00032559152831504088 0.0031136883176384146 0.0016077083720187784 -0.00033227953469429339 0.0013539512656620975 0.0033747845900094003
leaf_weight=75 52 59 62 65 65 68 78 64 79 219 64 63 53 59 54 55 1021 55
leaf_count=75 52 59 62 65 65 68 78 64 79 219 64 63 53 59 54 55 1021 55
internal_value=0 0.00122967 0.000638307 0.000358864 -0.00176935 0.000923917 0.00148545 0.00133007 0.0028268 0.00175495 0.00126689 0.00129367 0.00138957 0.0019303 0.00146171 0.00138122 0.00126757 0.00250126
internal_weight=0 2258 682 620 130 490 1576 415 197 347 283 1379 1316 138 1263 1185 1076 109
internal_count=2310 2258 682 620 130 490 1576 415 197 347 283 1379 1316 138 1263 1185 1076 109
is_linear=0
shrinkage=0.0194374


Tree=2560
num_leaves=15
num_cat=0
split_feature=9 9 147 51 483 1 42 4 41 157 157 42 51 15
split_gain=2.32478 1.57795 1.68448 1.39429 2.24053 1.55387 2.02574 1.93061 1.35207 0.690007 0.654156 0.956596 0.640449 0.574594
threshold=-1.0000000180025095e-35 0.09055500000000001 0.092780000000000015 0.07955000000000001 0.0015150000000000003 0.077800000000000022 0.081685000000000021 -0.0084099999999999991 0.075585000000000013 -0.090569999999999998 -0.0021849999999999994 0.087195000000000009 0.10838000000000002 0.091230000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 12 7 -7 9 -2 11 -11 -5 -12
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 13 -13 -14 -15
leaf_value=-0.0024872586503743321 0.0028724970128810299 -0.0022795604408239098 0.0038785021873268674 0.0018228581307218612 0.0029158478368713652 0.0018407960511720937 -0.0048423590221046212 -0.00305155624984317 0.0032517600102658301 0.00059422100133614346 0.0011739962769204964 -0.0019895220545791512 -0.00084928136414399178 0.0003203171626108951
leaf_weight=71 55 52 59 65 59 52 56 52 82 201 1106 60 52 331
leaf_count=71 55 52 59 65 59 52 56 52 82 201 1106 60 52 331
internal_value=0 0.000811683 0.000883851 0.000802379 -0.00026066 -0.000937937 -0.00208832 -0.000603537 0.000997133 0.000891559 0.000827281 0 0.000633602 0.000977492
internal_weight=0 2282 2230 2171 336 277 160 104 1835 1753 1698 261 117 1437
internal_count=2353 2282 2230 2171 336 277 160 104 1835 1753 1698 261 117 1437
is_linear=0
shrinkage=0.0179572


Tree=2561
num_leaves=17
num_cat=0
split_feature=4 2 123 11 0 0 0 2 4 4 2 0 133 1455 133 52
split_gain=52.9861 22.0965 13.7884 8.49565 9.9052 9.29108 6.42532 5.35758 3.84273 2.45454 2.37074 2.28984 1.38627 1.25531 0.879712 0.378579
threshold=0.30163500000000004 0.13733000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.040035000000000008 -0.13740499999999997 -0.14857499999999998 0.14019000000000004 0.51286500000000013 0.0053900000000000016 0.10774000000000002 -0.010949999999999998 0.085650000000000018 0.083295000000000022 0.092845000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 10 11 -2 13 -4 -7 15 -11
right_child=7 -3 12 4 -6 9 -8 -9 -10 14 -12 -13 -14 -15 -16 -17
leaf_value=0.0023802422480250635 0.0012916965958397007 0.0012297981787996301 0.0019620264150036282 0.0038083743926166833 0.0023833553491397841 0.0026969274175314369 0.0011915394968315932 0.00054947295266438213 0.0009373446020604075 0.0026059671935381975 0.0020189075963554142 0.0022273362360683484 0.0013878485559144127 0.0023197687374353578 0.0021127866442799941 0.0023733795362759305
leaf_weight=72 53 90 57 81 56 1211 54 60 67 81 72 82 58 64 65 130
leaf_count=72 53 90 57 81 56 1211 54 60 67 81 72 82 58 64 65 130
internal_value=0 0.0024917 0.00254816 0.00260124 0.00322609 0.00255256 0.00187102 0.00122887 0.00144104 0.00260513 0.00171079 0.0026508 0.00167268 0.00267802 0.00238047 0.0024628
internal_weight=0 2101 2011 1896 137 1759 126 252 192 1633 125 1357 115 1275 276 211
internal_count=2353 2101 2011 1896 137 1759 126 252 192 1633 125 1357 115 1275 276 211
is_linear=0
shrinkage=0.00260187


Tree=2562
num_leaves=18
num_cat=0
split_feature=3 3 43 14 41 43 15 150 13 3 3 0 0 51 11 0 3
split_gain=35.5618 15.2828 7.88114 5.15055 3.69779 3.65509 3.19056 3.18944 2.36246 1.80722 2.23811 3.18462 1.1509 0.746543 0.746354 1.06595 0.846691
threshold=-0.06340999999999998 0.31534000000000006 -0.035884999999999993 0.076175000000000007 0.077565000000000009 -0.095244999999999982 -0.23041999999999999 0.094605000000000009 -0.026884999999999996 0.11924500000000002 0.077930000000000013 -0.084699999999999984 -0.11208499999999998 -1.0000000180025095e-35 0.077415000000000012 -0.030209999999999997 -0.082844999999999988
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 6 -2 -1 9 -7 10 11 -4 -8 -12 15 16 -14
right_child=1 -3 7 -5 -6 8 12 -9 -10 -11 13 -13 14 -15 -16 -17 -18
leaf_value=0.001406592677545893 0.0016646493749985975 5.7951047087790591e-05 0.002094769436362027 0.0029321770089352937 0.0013494801333907027 0.001175375622018649 0.0017007576442188788 0.0010878759271876039 0.00052490242744110101 0.001444096867607905 0.0020173951074636261 0.001194713524786679 0.0022019679369978526 0.0024825544999794577 0.0024219378371715524 0.0017135221398590567 0.0020592237678216368
leaf_weight=53 61 68 71 56 56 93 53 53 85 72 57 56 644 55 66 52 702
leaf_count=53 61 68 71 56 56 93 53 53 85 72 57 56 644 55 66 52 702
internal_value=0 0.00132411 0.00146685 0.00209112 0.00206214 0.00106916 0.00208754 0.00172788 0.000864925 0.00183685 0.00195504 0.00169813 0.00211131 0.00224609 0.00212615 0.00211216 0.00212754
internal_weight=0 671 603 1682 1626 239 1570 364 178 311 239 127 1517 112 1464 1398 1346
internal_count=2353 671 603 1682 1626 239 1570 364 178 311 239 127 1517 112 1464 1398 1346
is_linear=0
shrinkage=0.00281635


Tree=2563
num_leaves=25
num_cat=0
split_feature=1 1 12 124 12 150 16 1 12 12 1 12 1 124 12 403 16 1 402 130 48 1 12 403
split_gain=93.7675 13.0306 15.4946 8.93266 3.57512 2.55246 3.57995 2.26546 2.13665 2.11984 1.867 2.89574 1.76057 0.933594 2.2736 0.879866 0.815471 0.761987 0.525678 0.520905 0.620255 0.289974 0.283121 0.144744
threshold=0.10538500000000002 0.13554500000000003 0.085090000000000013 -0.043384999999999993 0.11769500000000001 0.081245000000000026 -0.014034999999999997 0.14787500000000001 0.088005000000000014 0.10031500000000002 1.0000000180025095e-35 0.082165000000000016 0.083555000000000018 -0.082654999999999992 -1.0000000180025095e-35 -0.089364999999999986 -0.090789999999999996 0.091145000000000018 0.049895000000000002 0.0084900000000000028 0.093265000000000015 0.087505000000000013 0.097940000000000013 -0.42166999999999993
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 13 -1 5 8 -7 -3 10 -4 11 -5 -12 -2 -15 21 -16 -14 -13 20 -17 23 -21 -10
right_child=1 7 9 4 -6 6 -8 -9 15 -11 12 18 17 14 16 19 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0020484070085804319 0.00169394786482497 0.0010560007185379016 0.0029246748132085235 0.0024979613480632544 0.0023135268317030005 0.0021118604927343998 0.0030297415274440731 0.00027776567584180528 0.0029563493024911446 0.0021880313645339764 0.0038716545447237127 0.0031192833141807084 0.0031115378818601831 0.00080289431499586214 0.0012304776736716376 0.0029067945510083833 0.0017262819541961694 0.0035417896632004412 0.0033932325422709234 0.0032062609840675105 0.0025647235822791659 0.0033418069718271484 0.0029139487436613399 0.0031751652188886869
leaf_weight=89 54 82 76 64 63 61 92 53 58 61 54 340 108 63 54 494 62 55 77 75 52 52 52 62
leaf_count=89 54 82 76 64 63 61 92 53 58 61 54 340 108 63 54 494 62 55 77 75 52 52 52 62
internal_value=0 0.00153031 0.00181468 0.00295517 0.00300103 0.00302655 0.00266399 0.000750703 0.00306248 0.00259691 0.00318306 0.0030806 0.00341003 0.00135461 0.00125207 0.00296285 0.00149575 0.00325691 0.00316994 0.00291443 0.00287427 0.00315212 0.00308682 0.00306967
internal_weight=0 505 370 1848 1759 1696 153 135 1543 137 698 481 217 233 179 845 116 163 417 673 546 172 127 120
internal_count=2353 505 370 1848 1759 1696 153 135 1543 137 698 481 217 233 179 845 116 163 417 673 546 172 127 120
is_linear=0
shrinkage=0.00293013


Tree=2564
num_leaves=13
num_cat=0
split_feature=1 12 1 150 11 16 0 0 0 50 16 42
split_gain=2.20566 1.51283 2.19469 1.20091 1.57741 3.49312 1.4809 0.861082 1.03139 0.957974 0.422085 0.179964
threshold=0.14787500000000001 -0.10853999999999998 0.12072500000000001 0.08926000000000002 1.0000000180025095e-35 0.23993500000000004 -0.11327499999999999 -0.18901999999999997 -0.14097999999999997 0.10672000000000002 -0.116045 0.086355000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -5 -3 -9 -10 -4 -8
right_child=-2 2 10 6 5 -7 11 8 9 -11 -12 -13
leaf_value=0.0039439021605062836 -0.0021726692932862225 0.0032605688270099845 -0.0015671693158976112 -0.0019525478120829556 0.0052419704932374833 0.00015575314745231147 0.0005206241376538315 -0.00076375481753256287 0.0014606525983888862 0.00017007691962841161 0.0001267442858293987 0.0019002716149087524
leaf_weight=56 53 60 77 66 87 65 52 68 1453 178 85 53
leaf_count=56 53 60 77 66 87 65 52 68 1453 178 85 53
internal_value=0 0.00124923 0.00118191 0.00132666 0.00144584 0.00306811 -4.25201e-06 0.00130556 0.00123641 0.00131991 -0.000677294 0.0012187
internal_weight=0 2300 2244 2082 1911 152 171 1759 1699 1631 162 105
internal_count=2353 2300 2244 2082 1911 152 171 1759 1699 1631 162 105
is_linear=0
shrinkage=0.0165897


Tree=2565
num_leaves=15
num_cat=0
split_feature=2 10 13 13 14 2 1453 50 13 16 51 43 16 50
split_gain=1.11933 1.42047 1.10032 2.83721 0.851842 0.918582 1.39495 0.933433 1.22317 0.950747 0.817284 0.739022 0.549605 0.23786
threshold=-0.0091949999999999983 -0.0087699999999999983 -0.23438999999999996 -0.10899499999999999 -0.10708499999999999 0.087675000000000017 -1.0000000180025095e-35 0.088895000000000016 0.23904000000000003 -0.008069999999999999 0.087425000000000017 -0.017259999999999998 -0.082909999999999984 0.12170000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 -4 -5 6 -6 8 9 -7 11 -8 -2 -9
right_child=2 -3 3 4 5 7 10 13 -10 -11 -12 -13 -14 -15
leaf_value=0.0020836629498556204 0.0046034809933809722 -0.0018359452931255792 -0.0020069661671421042 0.0035779244995528914 -0.0011351753093110347 0.0014787253039455961 0.0013280043912631773 0.0035119725483887458 -0.0019250245579814111 0.00023900447917488566 0.0041499763981666764 0.002472998518702123 0.0019806422581237159 0.0017632380858752061
leaf_weight=52 52 85 87 63 53 526 449 54 54 367 57 352 61 56
leaf_count=52 52 85 87 63 53 526 449 54 54 367 57 352 61 56
internal_value=0 -0.000346755 0.00139189 0.0012959 0.00143748 0.00136886 0.0018039 0.000993718 0.000804195 0.000969455 0.00198568 0.00183142 0.00318938 0.00262352
internal_weight=0 137 2231 2118 2031 1968 911 1057 947 893 858 801 113 110
internal_count=2368 137 2231 2118 2031 1968 911 1057 947 893 858 801 113 110
is_linear=0
shrinkage=0.0186827


Tree=2566
num_leaves=16
num_cat=0
split_feature=4 12 2 4 4 160 4 3 12 1452 156 2 160 393 3
split_gain=43.6441 15.9484 8.3647 6.90107 2.3365 2.28072 2.3149 1.81936 2.03583 1.02884 1.08546 1.06865 0.844855 0.758941 0.736031
threshold=0.30163500000000004 -0.007389999999999999 0.13733000000000004 -0.0047649999999999993 -0.00045499999999999995 -1.0000000180025095e-35 0.50569000000000008 0.088465000000000002 0.087615000000000012 0.084885000000000016 -0.023004999999999994 0.11366500000000002 -0.070644999999999986 0.098330000000000015 -0.07928499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 9 -2 -7 8 -6 10 -3 13 -10 -12 -14
right_child=5 2 -4 -5 7 6 -8 -9 12 -11 11 -13 14 -15 -16
leaf_value=0.00073604512342272804 0.0011826744143615129 0.0025685003635875329 0.0010486617682899126 0.0017910333455120953 0.0023741967920115365 0.00088040632295605093 0.00022018070509673159 0.0014741521578110926 0.0021816913500357247 0.0018153917451259095 0.00219044727565774 0.0018234254531023706 0.0019993865232944782 0.0025385266063641838 0.0016497617740635841
leaf_weight=99 80 63 58 98 96 102 72 56 62 57 1212 62 86 53 112
leaf_count=99 80 63 58 98 96 102 72 56 62 57 1212 62 86 53 112
internal_value=0 0.00202448 0.00210292 0.00126101 0.00213579 0.000788695 0.000607382 0.00194801 0.00202247 0.00218924 0.00220455 0.00218725 0.00189248 0.00220505 0.00180177
internal_weight=0 2114 1917 197 1859 254 174 412 356 1447 1390 1327 260 1265 198
internal_count=2368 2114 1917 197 1859 254 174 412 356 1447 1390 1327 260 1265 198
is_linear=0
shrinkage=0.00281635


Tree=2567
num_leaves=24
num_cat=0
split_feature=4 12 2 150 12 12 16 16 2 2 0 12 4 1212 16 51 51 49 4 0 42 42 133
split_gain=76.3334 30.5153 7.98134 7.29302 5.79572 3.87203 3.73946 5.07055 5.62821 2.82325 2.14496 2.00268 1.74401 1.82698 2.19313 1.93581 1.74006 1.35397 1.76726 1.07663 0.798016 0.603317 0.507594
threshold=0.30163500000000004 1.0000000180025095e-35 -0.0091949999999999983 0.091355000000000006 0.11769500000000001 -0.090239999999999987 -0.073774999999999993 0.15454000000000004 0.098215000000000011 0.090000000000000011 -0.13314999999999996 0.083785000000000012 0.0036400000000000004 0.08740500000000001 -0.080954999999999985 -0.085504999999999984 0.08406000000000001 -0.013164999999999998 0.053255000000000004 -0.037794999999999995 0.083665000000000003 -0.079234999999999986 0.092120000000000021
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=1 2 -1 6 9 -2 16 8 -8 11 -7 -3 13 15 -15 -13 -4 -11 20 -12 21 -19 -22
right_child=5 4 3 -5 -6 10 7 -9 -10 17 19 12 -14 14 -16 -17 -18 18 -20 -21 22 -23 -24
leaf_value=0.0013181431806052585 0.00066603894865238547 0.0037886311009582957 0.0035356537046779043 0.0014737108675592322 0.0024969958937180207 0.0019694718474229283 0.0027851502874722467 0.0030349892944672922 0.001526409155001848 0.0026533214402962631 0.0010764730578308448 0.0039175032172743419 0.0029389376945476746 0.0034177477252008578 0.0026752454079675228 0.0033878243626584486 0.0027611722663543471 0.0033653626220075438 0.0028032309520891561 0.0016385095120156025 0.0035393897506531711 0.0029977442312813904 0.0032303848357324804
leaf_weight=58 60 97 52 52 88 67 57 82 72 53 75 69 91 76 68 654 53 60 100 52 100 133 99
leaf_count=58 60 97 52 52 88 67 57 82 72 53 75 69 91 76 68 654 53 60 100 52 100 133 99
internal_value=0 0.00306481 0.00234976 0.00251226 0.00324525 0.00133051 0.00268306 0.00245302 0.00208284 0.00328639 0.00153586 0.00337698 0.00333526 0.00337682 0.00306734 0.00343842 0.00314503 0.00311097 0.0031602 0.00130685 0.00325119 0.0031122 0.00338582
internal_weight=0 2114 426 368 1688 254 316 211 129 1600 194 1055 958 867 144 723 105 545 492 127 392 193 199
internal_count=2368 2114 426 368 1688 254 316 211 129 1600 194 1055 958 867 144 723 105 545 492 127 392 193 199
is_linear=0
shrinkage=0.00298873


Tree=2568
num_leaves=17
num_cat=0
split_feature=1 132 0 132 456 1 52 16 0 3 12 16 51 49 3 0
split_gain=0.891703 0.793906 1.13871 1.03054 0.798411 1.06548 1.38336 2.84673 2.84066 1.44616 0.884381 0.777556 0.860289 0.69183 0.56633 0.403172
threshold=0.14262000000000002 0.086775000000000005 0.13134000000000004 0.10071500000000001 0.077935000000000018 0.080270000000000022 -0.40011499999999994 -0.0094449999999999968 -0.088709999999999983 0.097710000000000005 0.081810000000000008 0.037060000000000003 -0.081684999999999994 -0.012829999999999999 -0.076504999999999976 -0.079249999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 10 -7 9 -9 -8 -1 12 -12 -6 -13 -5
right_child=-2 3 -4 15 13 6 7 8 -10 -11 11 14 -14 -15 -16 -17
leaf_value=0.0038714851579754518 -0.00042699199265175262 -0.0010382544428140549 0.0045064315881560542 0.0030035045450587596 0.0047827410232449572 0.0032966566399436192 0.0011330129719022491 -0.0049877100075737656 0.00017221820308361793 0.0037917174278060363 0.0042375313333203055 0.0014145664661285879 0.0018965764253743127 0.0020123082952143803 -0.0010644393568074971 0.00059975462851237699
leaf_weight=89 80 91 56 52 56 96 461 52 179 93 65 105 699 88 52 54
leaf_count=89 80 91 56 52 56 96 461 52 179 93 65 105 699 88 52 54
internal_value=0 0.00165866 0.00176983 0.000477603 0.00169442 0.00158795 0.00109343 0.000823723 -0.000988426 0.0015797 0.00201911 0.00183988 0.00209601 0.00309114 0.000592173 0.00178091
internal_weight=0 2288 2091 197 2035 1891 881 785 231 554 1010 921 764 144 157 106
internal_count=2368 2288 2091 197 2035 1891 881 785 231 554 1010 921 764 144 157 106
is_linear=0
shrinkage=0.0194374


Tree=2569
num_leaves=25
num_cat=0
split_feature=1 52 124 1 2 2 13 52 150 2 15 15 1 0 158 42 1 52 0 0 15 13 15 16
split_gain=183.417 37.3665 12.3577 11.5919 8.96823 8.56721 4.21501 2.76819 3.25414 2.43455 2.22484 1.82877 1.82224 2.94975 1.46929 1.64465 1.1669 1.5646 0.998721 0.923996 1.1972 0.805956 0.497067 0.34781
threshold=0.10439500000000002 -0.40809499999999993 -0.082254999999999981 0.12394500000000001 0.089885000000000007 1.0000000180025095e-35 -0.085669999999999982 0.44892500000000007 1.0000000180025095e-35 0.12454500000000002 -0.14151499999999997 -0.14068999999999995 0.085425000000000015 -0.095419999999999991 0.07968500000000002 0.082115000000000007 0.078015000000000015 0.11037500000000001 -0.076209999999999986 -0.084184999999999996 0.085915000000000019 -0.0080999999999999978 0.089705000000000021 -0.023519999999999996
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 -2 -1 5 12 -3 -5 8 9 14 -7 -8 16 -14 15 -6 17 19 22 20 -4 -21 23 -15
right_child=1 3 4 6 7 10 11 -9 -10 -11 -12 -13 13 18 -16 -17 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0019687653219736838 0.0035514029924111671 0.002127411820092242 0.0035202627004184447 6.055015262752458e-05 0.0028718427130047584 0.0014702821297719647 0.00056767927787873659 0.0036480320839316909 0.0022981822447220726 0.0024399168988100063 0.00077426736803310858 0.0012869260501552828 0.0026272791071101577 0.0034423490467744293 0.003480379320173331 0.003212004941058581 0.0038712995357032256 0.0029996552475031798 0.0030899801253101867 0.0031416846090714838 0.0039196181995308308 0.0035129527752496342 0.0032835519307348785 0.0037347345382178457
leaf_weight=63 54 94 304 91 263 61 67 53 56 54 101 52 52 83 68 217 70 53 80 84 80 122 82 64
leaf_count=63 54 94 304 91 263 61 67 53 56 54 101 52 52 83 68 217 70 53 80 84 80 122 82 64
internal_value=0 0.00128902 0.00322041 0.00102679 0.00326456 0.00143721 0.000526315 0.00301395 0.00296283 0.00302461 0.00103654 0.00088223 0.00343044 0.00326296 0.00308217 0.00302569 0.0035152 0.00347638 0.00336984 0.00351916 0.00360354 0.00336171 0.00346747 0.00356985
internal_weight=0 520 1848 466 1785 256 210 711 658 602 162 119 1074 361 548 480 713 643 309 590 384 206 229 147
internal_count=2368 520 1848 466 1785 256 210 711 658 602 162 119 1074 361 548 480 713 643 309 590 384 206 229 147
is_linear=0
shrinkage=0.00287267


Tree=2570
num_leaves=23
num_cat=0
split_feature=4 12 2 150 2 4 4 39 12 133 2 12 12 12 16 12 4 13 16 16 456 16
split_gain=77.92 26.8127 13.1463 12.677 6.86847 6.11963 4.78481 2.42224 2.38284 3.17016 2.24641 1.95285 1.81177 1.79936 1.66108 1.49567 1.43429 1.73667 1.10224 0.884425 0.749574 0.659184
threshold=0.27161500000000005 -0.007389999999999999 0.10161500000000002 0.081245000000000026 0.13538500000000001 -0.0034749999999999994 -0.085474999999999982 0.08733500000000001 0.088435000000000014 -0.0036349999999999998 0.13247500000000004 -0.040564999999999997 1.0000000180025095e-35 0.10184000000000001 -0.078464999999999993 0.082530000000000006 0.053255000000000004 0.00023500000000000005 0.15737500000000001 0.27776000000000006 0.087225000000000011 -0.52180499999999985
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 5 6 10 11 7 8 -1 9 -3 16 -2 -8 19 -10 -11 17 18 -4 20 -14 -13
right_child=4 2 3 -5 -6 -7 12 -9 14 15 -12 21 13 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00036465876231757865 0.00056405937301017212 0.0023553838369977432 0.0021010406949757842 0.00054871907388166275 -2.7083917587604197e-06 0.0016736184987535849 0.0018174198116675268 0.0011451118377789891 0.0025853667433803499 0.002755627970339387 0.0014416018788679342 0.00090048965209837582 0.0022695974557487772 0.001906776605514208 0.0019418937957650178 0.0033581052254727673 0.0016607365558307043 0.0018697924413510478 0.002619651044473459 0.0019521539789852747 0.0025267974385171314 0.0012955033194901548
leaf_weight=53 76 79 58 52 84 93 73 55 57 61 52 57 918 100 53 53 55 92 55 56 86 59
leaf_count=53 76 79 58 52 84 93 73 55 57 61 52 57 918 100 53 53 55 92 55 56 86 59
internal_value=0 0.00208813 0.00218375 0.00173884 0.000617505 0.00118413 0.00228916 0.000762369 0.00258266 0.00275753 0.00193711 0.000888993 0.00221701 0.00224214 0.00227558 0.00303597 0.0020361 0.00213667 0.00235371 0.00227375 0.00229166 0.00110164
internal_weight=0 2101 1900 364 276 201 1536 108 303 193 312 192 1233 1160 110 114 260 205 113 1060 1004 116
internal_count=2377 2101 1900 364 276 201 1536 108 303 193 312 192 1233 1160 110 114 260 205 113 1060 1004 116
is_linear=0
shrinkage=0.00260187


Tree=2571
num_leaves=16
num_cat=0
split_feature=1 13 160 1 13 51 16 475 402 475 48 475 51 1 403
split_gain=1.46844 1.13701 1.14469 1.42233 1.51999 0.935284 1.56527 1.07707 1.14593 1.30919 0.898965 0.499099 0.76967 0.487398 0.302805
threshold=0.14262000000000002 0.26482500000000003 -0.41367999999999994 0.081540000000000015 -0.08131999999999999 -0.095144999999999993 0.12292000000000002 -0.085684999999999997 -0.022269999999999995 -0.08323499999999999 0.12649500000000002 -1.0000000180025095e-35 -0.41904999999999998 1.0000000180025095e-35 -0.087094999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 -7 13 -10 -11 -8 -13 14 -9
right_child=-2 -3 5 -5 -6 7 11 8 9 10 -12 12 -14 -15 -16
leaf_value=0.005323214743909864 -0.00079029112949460377 0.0058416189370070482 -0.0024177109812488842 0.0073408636628611891 -0.00041074553463084238 0.0051365957064818928 0.0037618642116434625 0.0039109137657892517 -0.0014311342477144576 0.0019285374862583493 0.0051096255962224287 0.0026878871710711784 -0.0012158412937189511 0.0052664712257905382 0.0017435970760839967
leaf_weight=56 93 52 69 55 52 73 56 83 66 1399 54 68 52 79 70
leaf_count=56 93 52 69 55 52 73 56 83 66 1399 54 68 52 79 70
internal_value=0 0.00230576 0.00222327 0.00417478 0.00256003 0.0020694 0.000665865 0.00225779 0.00213762 0.00189565 0.00204694 0.00187623 0.000994121 0.0037208 0.00292102
internal_weight=0 2284 2232 163 108 2069 245 1824 1751 1519 1453 176 120 232 153
internal_count=2377 2284 2232 163 108 2069 245 1824 1751 1519 1453 176 120 232 153
is_linear=0
shrinkage=0.024168


Tree=2572
num_leaves=16
num_cat=0
split_feature=1375 4 52 48 48 43 2 156 150 11 52 52 12 12 2
split_gain=1.27238 1.19357 1.23344 1.18214 1.08382 1.51911 1.19369 1.11336 0.898237 0.894322 0.818229 1.17204 0.631371 0.61779 0.366068
threshold=-0.097394999999999982 0.26450500000000005 0.096795000000000006 0.10911000000000001 0.093265000000000015 -0.43328499999999998 0.095040000000000013 0.086860000000000007 0.087170000000000011 1.0000000180025095e-35 -0.050359999999999995 -0.12329499999999999 -0.085719999999999977 0.089475000000000013 0.11252000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 4 5 -2 -6 8 9 -7 11 -9 -3 14 -14
right_child=1 2 -4 -5 6 7 -8 10 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.0014301484206389263 0.0043067439735967796 -0.0018009764609431529 0.0029737386293632513 0.0037899488302263759 -0.0020571813414608318 0.001549965170529107 0.0016142552013634257 0.00078194127932614064 0.0040070175045112287 0.0036896339899656007 0.0019057887549091986 -0.0027060967591778493 0.0022574550544880645 -0.0013575327808783779 0.00017333732305086421
leaf_weight=55 77 66 54 91 61 1362 68 96 62 75 79 55 56 52 68
leaf_count=55 77 66 54 91 61 1362 68 96 62 75 79 55 56 52 68
internal_value=0 0.00150058 0.000369359 0.00166575 0.00156574 0.00168629 -0.000120273 0.00156947 0.00175892 0.00166178 0.000333862 -0.000487189 -0.000210943 0.000384163 0.00111619
internal_weight=0 2322 296 2026 1935 1806 129 1729 1499 1437 230 151 242 176 124
internal_count=2377 2322 296 2026 1935 1806 129 1729 1499 1437 230 151 242 176 124
is_linear=0
shrinkage=0.0190563


Tree=2573
num_leaves=24
num_cat=0
split_feature=4 3 2 2 2 2 14 4 2 43 3 2 3 3 1446 15 52 4 4 484 3 3 52
split_gain=88.4867 32.184 18.2446 9.34461 7.89928 6.45848 5.24949 4.59798 4.45352 3.86658 3.16834 3.93032 2.40697 2.31086 2.11019 2.37772 1.66279 1.26682 1.19934 0.943513 1.45352 1.17362 0.545612
threshold=0.30163500000000004 -0.064294999999999977 0.14271500000000001 -0.007134999999999999 0.10774000000000002 0.13538500000000001 0.076175000000000007 -0.057539999999999994 0.097145000000000023 -0.049914999999999994 0.091170000000000015 0.093200000000000019 0.11535000000000002 -0.10237999999999998 0.037915000000000011 -0.0070899999999999991 -0.069034999999999985 0.0049200000000000008 0.053255000000000004 0.085560000000000011 -0.086574999999999985 -0.082384999999999986 -1.0000000180025095e-35
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=1 6 3 -3 7 9 8 -5 14 -2 11 -9 -11 -10 17 -16 -6 19 22 21 -21 -1 -15
right_child=5 2 -4 4 16 -7 -8 10 13 12 -12 -13 -14 18 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0033661940591581405 0.00081703804673854442 0.0013880224685491936 0.00076819483730976388 0.0035826339752854665 0.0016669090141135179 0.00038455531416494549 0.0041365852480949395 0.0033896597333580619 0.0024230167151856881 0.0022133562580522684 0.002078052478673223 0.0024037836991681019 0.0013046561065015441 0.0034354552605901554 0.003139577122325995 0.0039194635825155581 0.0024140307702753836 0.0028814879017171669 0.0026957780423111323 0.0025992706954675415 0.003321761337367952 0.0031410840688030467 0.0030231744047630434
leaf_weight=531 62 57 61 83 59 82 55 85 89 56 52 68 53 53 63 88 53 102 71 52 53 374 75
leaf_count=531 62 57 61 83 59 82 55 85 89 56 52 68 53 53 63 88 53 102 71 52 53 374 75
internal_value=0 0.00299591 0.00233493 0.00254398 0.00270862 0.00108847 0.00320908 0.00297602 0.00317617 0.00142583 0.00273025 0.00295171 0.00177181 0.00283321 0.00325435 0.0035943 0.00202075 0.00320816 0.0030165 0.00324112 0.00296427 0.0032732 0.00319414
internal_weight=0 2124 518 457 400 253 1606 288 1551 171 205 153 109 288 1263 151 112 1112 199 1010 105 905 128
internal_count=2377 2124 518 457 400 253 1606 288 1551 171 205 153 109 288 1263 151 112 1112 199 1010 105 905 128
is_linear=0
shrinkage=0.0030485


Tree=2574
num_leaves=14
num_cat=0
split_feature=1 151 52 151 1 1453 158 49 133 133 13 13 13
split_gain=1.25848 1.30926 1.0677 0.797992 0.795822 0.671937 0.768515 0.72297 0.882277 1.03146 0.901521 0.434937 0.782899
threshold=0.11670500000000002 -0.039414999999999999 0.51775000000000004 0.092070000000000013 0.12895500000000001 -0.077764999999999987 0.11399500000000001 0.13087000000000001 0.09606000000000002 0.14793500000000004 0.11671500000000001 -0.24588999999999997 -0.0030199999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -3 -1 7 8 10 -10 -7 -6 -13
right_child=1 4 -4 -5 11 6 -8 -9 9 -11 -12 12 -14
leaf_value=0.0030617514827622747 -0.0020566259801864627 0.0022404059250519751 0.0037130417096331585 -0.00067884963144447942 0.0013525869670284823 0.0012024424314651921 -0.00051745363709182544 -0.00041685929734955964 0.0037831573921326884 0.0016520683284446593 0.0030588498345620729 -0.0018794006246331998 0.00088404787680173679
leaf_weight=65 55 72 54 52 56 1416 59 58 89 212 76 54 59
leaf_count=65 55 72 54 52 56 1416 59 58 89 212 76 54 59
internal_value=0 0.000252064 0.00140891 0.00134744 0.000779678 0.00140088 0.00134426 0.0014037 0.00146269 0.00228278 0.00129712 0.000156308 -0.000434971
internal_weight=0 296 2081 2027 241 1975 1910 1851 1793 301 1492 169 113
internal_count=2377 296 2081 2027 241 1975 1910 1851 1793 301 1492 169 113
is_linear=0
shrinkage=0.0165897


Tree=2575
num_leaves=20
num_cat=0
split_feature=3 39 3 15 52 12 150 133 157 15 12 3 3 16 12 49 42 15 52
split_gain=32.4987 17.6059 4.74158 3.64628 3.25857 2.90856 2.22037 1.95511 1.92972 2.3567 2.0172 1.44303 3.72057 3.23561 1.38436 1.36917 1.279 1.03789 0.904059
threshold=0.31370500000000007 0.085345000000000018 -0.072419999999999984 -0.23001499999999997 -0.08929999999999999 0.1072 0.090480000000000019 0.087035000000000015 -0.082189999999999999 0.083185000000000023 0.083885000000000015 0.10812000000000001 -0.0035149999999999995 -0.019749999999999993 0.08401500000000002 -0.06017999999999999 0.083795000000000022 0.084785000000000013 -0.24264499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 18 8 11 -5 16 10 -10 12 13 -6 -11 -12 -1 -16 -4
right_child=-2 3 4 7 6 -7 -8 -9 9 14 15 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.0023315535037047048 -5.9702481883962575e-05 0.00042630264492991425 0.0016325724230349648 0.0013646226560581963 0.0015348051723245309 0.0012559944691117693 0.0008789233081220745 0.00073939283695986606 0.0012746186782674261 0.0022340037647874292 0.0013087238863179764 0.0010933126959702013 0.0019879838093823329 0.00079431104193297751 0.0020879325470693358 0.0017378392411294837 0.0018587282428458719 0.0017734517192374631 0.0021086141706182322
leaf_weight=65 82 72 57 95 141 76 57 53 93 59 57 68 81 56 83 471 99 547 53
leaf_count=65 82 72 57 95 141 76 57 53 93 59 57 68 81 56 83 471 99 547 53
internal_value=0 0.00160712 0.00168175 0.000907165 0.0014646 0.0017536 0.00135601 0.00114091 0.00177924 0.00174579 0.00162917 0.00143452 0.00151788 0.00132445 0.00185085 0.00169157 0.0020463 0.00181493 0.00186219
internal_weight=0 2283 2063 220 513 1550 403 148 1474 1310 621 346 278 197 689 528 164 630 110
internal_count=2365 2283 2063 220 513 1550 403 148 1474 1310 621 346 278 197 689 528 164 630 110
is_linear=0
shrinkage=0.00260187


Tree=2576
num_leaves=23
num_cat=0
split_feature=1 4 3 1 16 16 15 3 3 4 4 1 42 3 16 1455 15 1447 1 1 16 3
split_gain=73.0557 11.8837 8.73777 6.56643 5.32637 3.55856 3.19305 2.67792 3.80808 2.41212 2.67415 2.45721 2.03508 1.75478 1.51163 1.41735 1.25157 0.992318 0.946262 0.812963 0.799506 0.774698
threshold=0.10932500000000002 0.41181500000000004 -0.036844999999999996 0.089625000000000024 -0.18776499999999999 -0.14483499999999996 0.03981500000000001 -0.025669999999999995 -0.0035149999999999995 0.043850000000000007 -0.16270999999999997 1.0000000180025095e-35 0.089905000000000013 -0.13088999999999998 -0.10803999999999998 0.083295000000000022 -0.075694999999999985 -0.085644999999999985 0.097195000000000017 0.096515000000000004 0.014185000000000001 -0.077584999999999987
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 -2 9 -5 12 7 18 -9 10 11 -1 -3 -12 21 17 -4 -15 -6 -8 -19 -11
right_child=1 5 16 4 6 -7 19 8 -10 14 13 -13 -14 15 -16 -17 -18 20 -20 -21 -22 -23
leaf_value=0.0024635244022950063 0.0029173330262883407 0.0018251684628118488 0.0014805123395567883 0.0020324491552597334 0.002789829124441525 0.00062843267338275901 0.0031462128358623396 0.0018688154267145368 0.0029334551785947399 0.0034180482451127438 0.003830356312244342 0.0033237590182275852 0.001083600884867207 0.0037108165521501676 0.0026654216363305181 0.0029279395228890091 0.0020516024039070554 0.0033487187865151799 0.003284298827544154 0.0035934282865744821 0.0031074787701532726 0.0029411533208194697
leaf_weight=59 95 75 64 57 63 52 103 52 60 56 57 52 52 57 86 76 64 870 68 52 135 60
leaf_count=59 95 75 64 57 63 52 103 52 60 56 57 52 52 57 86 76 64 870 68 52 135 60
internal_value=0 0.0018141 0.00225679 0.00315848 0.00285545 0.00126243 0.00297324 0.00276695 0.00243943 0.00324989 0.00329528 0.00286679 0.00152178 0.00333505 0.00295627 0.00331022 0.0017663 0.00333755 0.00304673 0.00329644 0.00331634 0.00317164
internal_weight=0 402 223 1963 455 179 398 243 112 1508 1306 111 127 1195 202 1138 128 1062 131 155 1005 116
internal_count=2365 402 223 1963 455 179 398 243 112 1508 1306 111 127 1195 202 1138 128 1062 131 155 1005 116
is_linear=0
shrinkage=0.00287267


Tree=2577
num_leaves=21
num_cat=0
split_feature=1 3 14 12 3 4 3 47 4 1 12 12 12 1 12 3 3 133 49 43
split_gain=73.9461 14.6847 9.62075 10.3683 6.89458 6.89353 6.85579 6.28236 5.48084 6.87496 3.76441 3.75492 2.37291 1.30073 2.02948 0.896479 0.69342 0.757695 0.511426 0.42092
threshold=0.109225 -0.029309999999999996 0.076175000000000007 0.054520000000000006 0.31534000000000006 0.30163500000000004 0.077930000000000013 0.077555000000000013 -0.16772499999999999 0.092810000000000017 -0.010219999999999998 0.11685000000000002 0.087805000000000008 0.081315000000000012 0.083570000000000019 -0.13088999999999998 -0.072419999999999984 0.022390000000000004 0.093350000000000002 -0.085224999999999981
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 5 3 7 6 -2 -3 8 -1 10 -10 12 13 14 -5 -14 18 -18 -17 -16
right_child=1 4 -4 11 -6 -7 -8 -9 9 -11 -12 -13 15 -15 19 16 17 -19 -20 -21
leaf_value=0.0027952674498023184 0.002564111223906056 0.00081353911693479578 0.0037115129278166813 0.0034594474836800062 0.00031216852999412496 0.0013621205706825519 0.0018583882214445067 0.0030615699955567925 0.0027617234404010292 0.0013262416357103096 0.0017731047821754687 0.0021259948608737616 0.0023895131118559245 0.0025950489760012052 0.0030508214437605097 0.002780401705753794 0.0023573124044206284 0.0027787626713292345 0.0025725144192124023 0.0028550517924978897
leaf_weight=57 91 98 66 55 71 57 87 54 61 99 53 68 68 82 114 614 77 55 106 332
leaf_count=57 91 98 66 55 71 57 87 54 61 99 53 68 68 82 114 614 77 55 106 332
internal_value=0 0.00142243 0.00269443 0.00265899 0.0010298 0.00210138 0.00130506 0.00221762 0.00204872 0.0018488 0.00230236 0.00275 0.00277821 0.00291393 0.00296606 0.00269217 0.0027163 0.00253314 0.00274984 0.00290516
internal_weight=0 404 1961 1895 256 148 185 324 270 213 114 1571 1503 583 501 920 852 132 720 446
internal_count=2365 404 1961 1895 256 148 185 324 270 213 114 1571 1503 583 501 920 852 132 720 446
is_linear=0
shrinkage=0.00270699


Tree=2578
num_leaves=19
num_cat=0
split_feature=3 4 15 14 4 43 4 42 1 47 15 49 43 50 12 15 475 47
split_gain=3.69778 1.46687 2.52049 1.06891 1.12709 2.90979 1.21756 0.848185 0.704488 1.49762 3.91677 3.03221 1.48707 0.933764 0.858099 2.00361 1.23291 0.497088
threshold=0.31370500000000007 0.41181500000000004 -0.41309499999999993 0.076175000000000007 -0.13833499999999996 -0.033174999999999989 -0.47860499999999995 0.086855000000000016 0.081755000000000008 0.081320000000000017 -0.094449999999999992 -0.053904999999999988 -0.010064999999999999 0.10718500000000002 0.083785000000000012 -0.010414999999999999 -0.0013449999999999996 0.11043500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 -1 -7 -3 13 10 -10 -12 17 14 15 -6 -16 -11
right_child=-2 2 -4 -5 8 6 -8 -9 9 12 11 -13 -14 -15 16 -17 -18 -19
leaf_value=-0.0026941002001331787 -0.0023091276228168612 0.0037615779135761521 -0.0034305965474436921 0.0048608961267007341 0.0022306032259173116 0.0038057134335276305 -1.0253832844507552e-05 0.00018174058446486293 -0.0040764688072286465 0.0031704505337318846 0.0049435686741730279 0.00084888891487756336 0.0060307927981508667 0.0007496293639210859 0.0046721251772974537 0.0073784637313235044 0.0023648018106343133 0.00055432286568911175
leaf_weight=69 82 58 53 67 76 97 56 55 53 77 103 305 61 98 112 56 835 52
leaf_count=69 82 58 53 67 76 97 56 55 53 77 103 305 61 98 112 56 835 52
internal_value=0 0.00214789 0.000279191 0.00229432 0.00221033 0.000820931 0.00240758 0.00202113 0.00237894 0.00183339 0.0011975 0.00188313 0.0033751 0.0026805 0.00285567 0.00441621 0.00263792 0.00211759
internal_weight=0 2283 166 2117 2050 222 153 113 1828 651 461 408 190 1177 1079 132 947 129
internal_count=2365 2283 166 2117 2050 222 153 113 1828 651 461 408 190 1177 1079 132 947 129
is_linear=0
shrinkage=0.0206272


Tree=2579
num_leaves=29
num_cat=0
split_feature=2 12 2 2 2 12 11 15 13 2 15 3 15 2 13 15 16 16 3 3 13 42 42 3 12 0 42 0
split_gain=52.9255 30.9656 8.76552 9.69848 4.98608 3.72282 4.23234 3.0286 2.67702 2.38829 3.40857 2.81238 2.15956 1.77844 1.01822 1.91345 1.01127 0.919558 0.882333 0.773911 0.68661 0.65303 1.65864 0.523376 0.597237 0.437689 0.328901 0.257578
threshold=0.14271500000000001 0.054520000000000006 -1.0000000180025095e-35 0.10859000000000001 0.16730000000000003 0.087805000000000008 1.0000000180025095e-35 -0.10245999999999998 -0.117405 0.092155000000000015 -1.0000000180025095e-35 0.086245000000000016 -0.075694999999999985 0.088820000000000024 0.031740000000000011 -0.013349999999999999 0.0086100000000000013 0.081265000000000018 -0.11128999999999999 -0.077229999999999979 -0.080079999999999998 0.085630000000000012 0.087365000000000012 -0.082744999999999985 0.090840000000000018 -0.088774999999999979 -0.019539999999999998 -0.089704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 9 -2 6 13 -1 -7 11 -11 -4 -5 20 16 -16 23 -18 -17 -19 21 27 -23 24 -10 -25 -22 -3
right_child=4 5 3 12 -6 8 -8 -9 14 10 -12 -13 -14 -15 15 18 17 19 -20 -21 26 22 -24 25 -26 -27 -28 -29
leaf_value=0.00078575821066083904 0.0011938727638539917 0.0028213867276553595 0.0032033254720806874 0.0013134616259987057 0.00012458220596756679 0.0020424199435188552 0.0035968858011648395 0.001691581844703245 0.0027303357502492451 0.0018690711849257053 0.0027576282595751581 0.0023444985305597016 0.001981075995502098 0.0024285524223473486 0.0021251151708890975 0.0028699887184247984 0.0022239995695974915 0.0027651544256779236 0.0024339638438498562 0.002358777208793053 0.0029124823118679955 0.0032740129015158869 0.0026773052535483907 0.0025104415811807142 0.0030496410124684166 0.0027364486600278764 0.0031901941760782812 0.0025981901542142449
leaf_weight=55 80 68 54 95 57 62 56 58 110 88 53 64 61 85 80 75 59 110 70 55 85 63 84 89 80 296 59 114
leaf_count=55 80 68 54 95 57 62 56 58 110 88 53 64 61 85 80 75 59 110 70 55 85 63 84 89 80 296 59 114
internal_value=0 0.00251765 0.00193337 0.00211911 0.000749201 0.0026991 0.00287141 0.00125096 0.00260166 0.00244691 0.00220328 0.00273777 0.0015747 0.00279855 0.00263549 0.00246975 0.00268213 0.0025231 0.0026597 0.00262987 0.00286498 0.0027942 0.00293324 0.00274403 0.00286494 0.00268428 0.00302647 0.00268174
internal_weight=0 2228 528 415 137 1700 614 113 1086 259 141 118 156 558 1024 225 799 224 145 165 473 329 147 575 190 385 144 182
internal_count=2365 2228 528 415 137 1700 614 113 1086 259 141 118 156 558 1024 225 799 224 145 165 473 329 147 575 190 385 144 182
is_linear=0
shrinkage=0.00276112


Tree=2580
num_leaves=21
num_cat=0
split_feature=4 2 2 3 4 43 3 3 48 16 3 2 48 2 12 13 4 1210 3 13
split_gain=53.7781 24.2526 10.0295 9.12604 5.6956 5.92917 4.13648 4.06347 5.32623 2.1399 2.48243 1.90836 1.66667 1.59216 1.56935 1.34158 1.31853 1.12889 0.837966 0.333637
threshold=0.30163500000000004 0.10161500000000002 -0.007134999999999999 0.17646500000000004 0.59999500000000017 -0.051239999999999987 -0.14818499999999998 0.077930000000000013 0.082225000000000006 -0.062394999999999992 -0.072579999999999992 0.11715500000000001 0.087310000000000013 0.087675000000000017 0.10031500000000002 0.089520000000000016 -0.08916499999999998 -0.08107499999999998 -0.075944999999999985 0.0061450000000000003
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 2 -1 7 5 -2 -4 8 9 -3 15 -7 14 -14 16 -11 -8 -18 -15 -16
right_child=4 3 6 -5 -6 11 12 -9 -10 10 -12 -13 13 18 19 -17 17 -19 -20 -21
leaf_value=0.0018448515002323018 0.00080005683452957115 0.0027752643363435758 0.0037405217590910627 0.00093385541398066641 0.0004526516817932198 0.0023082704396335143 0.003374092884772863 0.0030720580930835321 0.0014777505887223371 0.0027291427068261301 0.0016295516928566134 0.0015432804447229459 0.0030799166740293651 0.0026988187204820837 0.0024551028864730523 0.0020675082642191193 0.0033213542869650657 0.0029633621263834477 0.0021498094773066004 0.0027982458537250008
leaf_weight=78 71 88 68 55 64 63 98 55 84 66 55 64 58 58 52 55 95 995 52 65
leaf_count=78 71 88 68 55 64 63 98 55 84 66 55 64 58 58 52 55 95 995 52 65
internal_value=0 0.00275502 0.00293378 0.00212301 0.00125979 0.00152051 0.00298888 0.00228522 0.00216077 0.00237797 0.00217914 0.00192303 0.00295416 0.00266085 0.00299189 0.00242867 0.00302593 0.00299459 0.00243959 0.00264602
internal_weight=0 2077 1619 458 262 198 1541 403 348 264 176 127 1473 168 1305 121 1188 1090 110 117
internal_count=2339 2077 1619 458 262 198 1541 403 348 264 176 127 1473 168 1305 121 1188 1090 110 117
is_linear=0
shrinkage=0.00310948


Tree=2581
num_leaves=17
num_cat=0
split_feature=10 0 10 447 159 0 159 0 0 480 52 150 456 11 160 13
split_gain=2.30809 1.5722 1.46786 1.35539 0.909997 1.13124 1.06572 0.876067 0.801799 1.36767 1.04613 1.40669 0.842482 0.735742 0.648683 0.332424
threshold=-1.0000000180025095e-35 -0.067659999999999984 0.058500000000000003 0.089595000000000022 0.081925000000000012 -0.00077999999999999999 0.087110000000000007 -0.023359999999999995 -0.09194999999999999 0.086995000000000017 -0.090234999999999996 1.0000000180025095e-35 0.086080000000000004 0.079915000000000014 -0.081814999999999985 -0.070529999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -6 14 10 12 -2 -12 -10 -7 -8 -16
right_child=2 -3 -4 -5 6 13 7 -9 9 -11 11 -13 -14 -15 15 -17
leaf_value=0.0016161630793138193 0.0043066973027379189 -0.0029367558082968991 -0.00089473203212650596 0.0056448886579978375 0.0060253266426220651 -0.00071332118779674294 0.00041350177166695276 0.0051952286732762157 0.0026559268942825745 0.00022792816137502951 0.0018959584157932081 -0.0010157923806563645 0.0048391499845742737 0.0022179889484042164 0.0021432045876496344 0.0040901372366691372
leaf_weight=68 52 57 55 53 52 86 57 52 1036 91 307 87 78 59 87 62
leaf_count=68 52 57 55 53 52 86 57 52 1036 91 307 87 78 59 87 62
internal_value=0 -0.000458241 0.0023648 0.00244794 0.00236738 0.00219239 0.00338048 0.00284658 0.00234283 0.00261425 0.00160904 0.00125246 0.00280899 0.00047793 0.00225266 0.00295479
internal_weight=0 125 2214 2159 2106 1796 310 258 1651 1205 446 394 1114 145 206 149
internal_count=2339 125 2214 2159 2106 1796 310 258 1651 1205 446 394 1114 145 206 149
is_linear=0
shrinkage=0.0202227


Tree=2582
num_leaves=26
num_cat=0
split_feature=1 52 1 15 49 1 42 2 2 13 16 158 2 2 159 42 13 160 1 42 16 16 52 1213 13
split_gain=57.0377 12.8897 9.94838 5.02567 4.15941 3.93591 3.20558 3.25823 2.40418 1.75256 1.62227 1.40776 0.907695 1.64244 1.17877 1.4316 4.04303 0.870162 0.97296 0.864874 0.788512 0.986083 0.621419 0.561888 0.545379
threshold=0.10335000000000001 -0.26738999999999996 0.13630500000000004 -0.41606999999999994 -0.020999999999999994 0.085720000000000005 0.082755000000000009 0.10559 0.10836000000000003 -0.00067499999999999993 -0.10346499999999999 0.07968500000000002 0.08647500000000001 0.087245000000000003 -0.085604999999999987 -0.065449999999999994 -1.0000000180025095e-35 0.014995000000000003 0.083555000000000018 0.08350500000000001 0.40052000000000004 -0.064539999999999986 -0.014759999999999997 -0.013534999999999998 -0.018704999999999996
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=4 -2 6 -4 5 22 9 -8 11 24 -11 12 14 -14 -6 23 -17 18 -15 -13 21 -10 -1 -16 -3
right_child=1 2 3 -5 8 -7 7 -9 20 10 -12 19 13 17 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0025826223888002569 0.0025078748955434209 0.0011949302337727658 0.0011039572728446571 1.7574398539689387e-05 0.002167095249216123 0.0015768607219835014 0.0022242012114391508 0.001364442684444207 0.0022448718281666623 0.001181370222123149 0.0018265266698506641 0.0030038571437009855 0.0019244269685945211 0.0024176318782549375 0.0025280061202798162 0.0025412185820413986 0.0033592387106459449 0.0026905006102385248 0.002021944104113996 0.002564840508925967 0.0023570593034350777 0.0017104219571927566 0.0021536160071899558 0.0021496945081986595 0.00079595570777916925
leaf_weight=53 68 54 66 64 64 88 68 67 55 63 57 57 57 455 53 366 53 79 54 91 76 52 53 74 52
leaf_count=53 68 54 66 64 64 88 68 67 55 63 57 57 57 455 53 366 53 79 54 91 76 52 53 74 52
internal_value=0 0.00138081 0.00122466 0.000569349 0.002392 0.0020095 0.00146057 0.00179772 0.00243876 0.00125904 0.00148807 0.00247772 0.00244746 0.00237448 0.00252459 0.00256644 0.00264476 0.00241805 0.00237571 0.00273412 0.00213992 0.00198541 0.0023684 0.0023078 0.000999485
internal_weight=0 559 491 130 1780 194 361 135 1586 226 120 1403 1255 645 610 546 419 588 509 148 183 107 106 127 106
internal_count=2339 559 491 130 1780 194 361 135 1586 226 120 1403 1255 645 610 546 419 588 509 148 183 107 106 127 106
is_linear=0
shrinkage=0.00276112


Tree=2583
num_leaves=16
num_cat=0
split_feature=4 2 124 13 14 14 2 49 15 16 48 4 150 484 43
split_gain=71.7516 20.8451 13.158 7.3775 5.97961 5.78395 5.17234 4.08396 3.01953 2.34254 1.96807 1.90001 1.86227 1.00422 0.697743
threshold=0.30163500000000004 0.14234000000000005 -0.043384999999999993 -0.16392499999999996 -0.42495999999999995 0.076975000000000002 0.13922500000000002 -0.020999999999999994 -0.085499999999999979 -0.071044999999999983 0.084965000000000027 0.032965000000000001 0.084495000000000015 -0.016164999999999995 -0.0068249999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 -2 7 14 8 -5 13 -1 -11 -10 -9 -6
right_child=4 -3 3 5 6 -7 -8 9 12 11 -12 -13 -14 -15 -16
leaf_value=0.0020632212707421532 0.0017593265821708875 0.0010267243537096782 0.001664425932931407 0.0016858241274496158 0.00077430039559684739 0.0035228603259877737 -3.9333719778344048e-05 0.0031747206252360472 0.0020699141112932896 0.0026286374203444893 0.0013586806512738191 0.0022238439606878336 0.0027669745550121501 0.0027676187005478601 0.0011591002185038777
leaf_weight=60 57 72 61 56 68 60 52 53 53 753 67 106 73 663 85
leaf_count=60 57 72 61 56 68 60 52 53 53 753 67 106 73 663 85
internal_value=0 0.0025163 0.00256978 0.00262914 0.00095207 0.00266151 0.000727466 0.00263208 0.00223165 0.00267833 0.00169177 0.00257872 0.00247401 0.0027978 0.000988275
internal_weight=0 2077 2005 1878 262 1817 205 1757 182 1575 127 859 126 716 153
internal_count=2339 2077 2005 1878 262 1817 205 1757 182 1575 127 859 126 716 153
is_linear=0
shrinkage=0.00281635


Tree=2584
num_leaves=13
num_cat=0
split_feature=4 49 1 52 13 4 1 47 150 1 4 1
split_gain=2.85832 1.90767 2.67957 1.72774 1.18356 0.89625 0.863665 0.578254 0.659479 0.940373 1.72277 1.44591
threshold=0.59999500000000017 -0.081019999999999981 0.10915500000000002 -0.084674999999999986 -0.15310499999999996 0.020345000000000005 0.13368000000000005 0.11227500000000001 -0.084634999999999988 0.10871500000000002 0.26900000000000007 0.10384000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 8 -6 11 -11 -10
right_child=-2 4 -4 -5 6 -7 -8 -9 9 10 -12 -13
leaf_value=0.0040778794026448354 -0.0017023307815038123 -0.00082020079036637607 -0.0030012445327358287 4.5949803803426803e-05 0.00058744370670639023 0.0021160027667468809 0.0044217900786467628 0.00087451602708992762 0.00247779858618348 0.0059833606128505855 0.0015920934399233705 -0.0001581793269503969
leaf_weight=59 64 66 53 82 62 68 67 83 1548 65 52 70
leaf_count=59 64 66 53 82 62 68 67 83 1548 65 52 70
internal_value=0 0.00214398 0.000439674 0.00173443 0.00230277 0.000668382 0.00241515 0.00234354 0.00241128 0.00247635 0.00403332 0.00236364
internal_weight=0 2275 194 141 2081 134 1947 1880 1797 1735 117 1618
internal_count=2339 2275 194 141 2081 134 1947 1880 1797 1735 117 1618
is_linear=0
shrinkage=0.0179572


Tree=2585
num_leaves=18
num_cat=0
split_feature=4 1 3 1 3 0 15 4 151 16 3 0 1 0 3 3 48
split_gain=48.5099 14.7947 10.3642 4.36935 3.64106 2.64978 2.21901 2.67638 1.59239 1.55065 1.52855 4.14159 1.33178 1.12241 1.0496 0.659216 0.510906
threshold=0.36766000000000004 0.10384000000000002 -0.036004999999999988 0.13075500000000004 0.088465000000000002 0.12474500000000001 -0.15614499999999998 0.054560000000000004 -0.086769999999999986 -0.50393499999999991 -0.13392999999999997 -0.11208499999999998 0.11453000000000001 -0.11208499999999998 0.0065900000000000012 -0.073949999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 9 -4 6 -1 8 16 -2 -10 -12 -3 -9 -5 -15 -8
right_child=3 2 4 14 -6 -7 7 13 10 -11 11 -13 -14 15 -16 -17 -18
leaf_value=0.0030254936225420272 0.0010313019995655834 0.0026600426939919855 0.0006577220230548573 0.00078708946091724668 0.0015850480581508862 0.0018413214607422962 0.0023345778241278207 0.0024687625842363062 0.0029342193828656182 0.0016669470176994587 0.0016992380776339278 0.0025393828639297235 0.002055245743647737 0.0021378429982035728 0.00018843355176925873 0.0016928627305912824 0.0019482763348008122
leaf_weight=64 83 63 64 53 93 61 80 55 79 59 55 1226 69 73 52 52 52
leaf_count=64 83 63 64 53 93 61 80 55 79 59 55 1226 69 73 52 52 52
internal_value=0 0.00235463 0.00172662 0.000953676 0.00120723 0.00245561 0.00247718 0.00245617 0.00249782 0.00129563 0.00252839 0.00250334 0.00234414 0.00211076 0.000490916 0.00195299 0.00218264
internal_weight=0 2086 289 247 157 1797 1736 1672 1492 142 1360 1281 132 180 105 125 132
internal_count=2333 2086 289 247 157 1797 1736 1672 1492 142 1360 1281 132 180 105 125 132
is_linear=0
shrinkage=0.00298873


Tree=2586
num_leaves=18
num_cat=0
split_feature=1 4 12 12 124 16 1 2 0 156 51 4 147 16 16 2 12
split_gain=61.0202 15.2057 13.0089 7.61373 6.33007 5.66321 3.29238 3.12362 2.50498 2.15173 2.08101 1.918 1.75079 1.97847 1.63209 1.205 0.862566
threshold=0.104035 -0.34140499999999996 0.086885000000000004 0.097755000000000022 -0.082254999999999981 -0.14483499999999996 0.12337000000000002 0.099675000000000014 -0.026509999999999995 -1.0000000180025095e-35 0.11144500000000002 0.055260000000000011 0.084575000000000025 -0.23071499999999998 -0.50393499999999991 0.088930000000000023 0.10266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 -4 -1 14 -7 9 11 -6 12 16 13 -11 -3 -15 -9
right_child=1 2 3 -5 7 6 -8 8 -10 10 -12 -13 -14 15 -16 -17 -18
leaf_value=0.0017424578524903101 0.0028955744393747572 0.0010194022664499005 0.0029444179686724629 0.0015177962385215242 0.0032522115211600275 0.00087638819972806663 -4.9340730527808498e-05 0.002989047789657113 0.00195935995594267 0.003295613446816623 0.0021728819171883624 0.0022366747269523301 0.0022248858509772776 0.0027985752483347735 0.0016249094438498101 0.0025811917430369358 0.0025219937920587898
leaf_weight=66 60 79 52 94 72 86 57 83 80 61 60 94 56 873 81 315 64
leaf_count=66 60 79 52 94 72 86 57 83 80 61 60 94 56 873 81 315 64
internal_value=0 0.00148203 0.00129306 0.00202613 0.00265253 0.000939734 0.000507168 0.00268667 0.00241929 0.00274638 0.00271968 0.00257183 0.00274479 0.00276808 0.00132614 0.00274096 0.00278592
internal_weight=0 509 449 146 1824 303 143 1758 321 1437 1365 241 1305 1249 160 1188 147
internal_count=2333 509 449 146 1824 303 143 1758 321 1437 1365 241 1305 1249 160 1188 147
is_linear=0
shrinkage=0.00298873


Tree=2587
num_leaves=26
num_cat=0
split_feature=12 2 2 2 150 52 12 12 3 156 12 2 133 12 15 42 12 16 3 399 3 3 16 16 2
split_gain=43.9663 14.2375 11.2948 10.2624 6.83806 3.40896 3.10544 2.96583 2.65782 2.26682 2.14562 2.03774 1.56303 1.38496 1.3531 1.33537 1.286 1.95969 1.19816 0.901823 0.807336 0.68129 0.57736 0.633842 0.469253
threshold=0.077755000000000005 0.10859000000000001 0.12454500000000002 0.074875000000000011 0.083435000000000023 0.05118000000000001 -1.0000000180025095e-35 0.10070000000000001 0.0012800000000000001 0.08618000000000002 -0.042789999999999988 0.099675000000000014 -0.07218999999999999 0.083825000000000024 -0.025694999999999999 -1.0000000180025095e-35 0.086795000000000011 -1.0000000180025095e-35 0.12745000000000004 0.08759500000000002 -0.090769999999999976 -0.096099999999999977 -0.082159999999999997 -0.093079999999999982 0.096930000000000016
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=1 3 7 8 6 10 -5 11 -1 -8 -3 12 20 -14 15 -9 17 -15 -12 -18 -2 -13 23 -22 -16
right_child=2 5 -4 4 -6 -7 9 14 -10 -11 18 21 13 16 24 -17 19 -19 -20 -21 22 -23 -24 -25 -26
leaf_value=0.001731945371444903 0.0032689400505512157 0.00055552212588779002 0.0014942163234844378 0.0021372990310760133 0.0015780389676075168 0.0016859864341056314 0.0033961534447321286 0.0024108755523532307 0.00088547604187960119 0.0025800207036990185 0.00089147600762642107 0.0021416795691590485 0.0023420715679193915 0.0027600754282230827 0.0027637522557517357 0.0018109124061202219 0.0026064624852983479 0.0033704877201621063 0.0015197965735709324 0.0030107607559061193 0.0027226998545403654 0.002543065626562029 0.0026177573683052683 0.003137097694614711 0.0023800775340762671
leaf_weight=83 53 76 77 54 61 72 59 71 52 59 53 64 94 229 59 59 555 57 52 53 56 89 62 79 55
leaf_count=83 53 76 77 54 61 72 59 71 52 59 53 64 94 229 59 59 555 57 52 53 56 89 62 79 55
internal_value=0 0.00168154 0.00259185 0.00204951 0.00242216 0.00114617 0.00272134 0.00264353 0.00140613 0.00298835 0.00093127 0.00269594 0.00273554 0.00268281 0.00234457 0.00213883 0.0027186 0.00288184 0.00120294 0.00264176 0.0029438 0.00237537 0.00285617 0.00296543 0.00257892
internal_weight=0 621 1712 368 233 253 172 1635 135 118 181 1391 1238 988 244 130 894 286 105 608 250 153 197 135 114
internal_count=2333 621 1712 368 233 253 172 1635 135 118 181 1391 1238 988 244 130 894 286 105 608 250 153 197 135 114
is_linear=0
shrinkage=0.00293013


Tree=2588
num_leaves=25
num_cat=0
split_feature=4 12 1 2 12 1 43 3 4 2 4 4 1 3 3 1 1 403 4 2 42 12 13 4
split_gain=127.553 39.5305 18.535 11.6576 4.46544 4.05765 3.13354 2.99911 2.93771 2.9138 2.35761 1.66568 1.63802 1.59503 1.40235 1.10668 1.01674 0.80823 1.00165 0.741287 0.70545 0.53676 0.498874 0.466019
threshold=0.36766000000000004 0.077755000000000005 0.10364000000000002 0.12454500000000002 0.090255000000000016 0.13052500000000003 -0.065804999999999989 -0.14162499999999997 -0.060264999999999992 0.08647500000000001 0.053255000000000004 -0.032764999999999996 0.080475000000000005 0.0065900000000000012 -0.096749999999999989 0.089275000000000007 0.093890000000000015 -0.12219499999999998 0.0047850000000000011 0.11197500000000002 -0.079234999999999986 0.096535000000000024 -0.066934999999999981 0.42953500000000006
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 2 6 4 7 23 -1 -3 -4 -8 12 -11 14 -7 -6 17 -14 -9 -19 -10 -16 -12 -18 -2
right_child=5 3 8 -5 10 13 9 15 19 11 21 -13 16 -15 20 -17 22 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0017868360592164312 0.00060675076933396467 0.0035119183067590515 0.0016173905088045708 0.0015166687478458077 0.0022290931109898416 0.0003937567208857673 0.0029965112055293655 0.0026481181132140485 0.0010607509615487326 0.0025918587035728478 0.0024547748097909017 0.0019771580811353781 0.0030933692716026808 -0.00028355569767771476 0.0029431204307574263 0.0025207529304872951 0.0029317441765937188 0.0029849702747048253 0.0026173855712593595 0.00060517521353555198 0.0026017849476891145 0.002053558625143735 0.0026073327555487628 0.00092631906552247221
leaf_weight=76 69 64 53 56 69 53 54 78 53 59 53 80 101 53 59 59 62 597 64 57 244 52 96 72
leaf_count=76 69 64 53 56 69 53 54 78 53 59 53 80 101 53 59 59 62 597 64 57 244 52 96 72
internal_value=0 0.0025618 0.00181786 0.00275609 0.00279951 0.000463283 0.00226317 0.00293468 0.00108279 0.00245058 0.00264115 0.00223829 0.00270513 5.48224e-05 0.00258695 0.00288835 0.00287475 0.00291766 0.00294942 0.000824948 0.00266835 0.00225636 0.00273482 0.000770144
internal_weight=0 2086 432 1654 1598 247 269 862 163 193 736 139 631 106 372 798 259 739 661 110 303 105 158 141
internal_count=2333 2086 432 1654 1598 247 269 862 163 193 736 139 631 106 372 798 259 739 661 110 303 105 158 141
is_linear=0
shrinkage=0.00276112


Tree=2589
num_leaves=20
num_cat=0
split_feature=2 4 150 41 133 3 133 4 52 4 3 124 2 15 133 4 42 402 2
split_gain=3.3387 2.88509 2.14259 1.88161 1.00246 1.37928 1.17993 1.49577 1.80504 1.07078 1.31718 1.36359 0.810709 0.872974 0.668717 0.651302 1.13566 0.219482 0.351573
threshold=0.10859000000000001 0.50657000000000008 0.093625000000000014 0.082095000000000015 -0.07218999999999999 -0.09132499999999999 -0.029369999999999997 -0.38908499999999996 -0.15824499999999997 -0.1075 0.092330000000000009 -0.013479999999999999 0.11177500000000001 -0.14068999999999995 -0.091614999999999988 0.058330000000000007 0.093195000000000014 0.10126500000000001 0.087710000000000024
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 12 4 5 -1 -6 8 -8 -9 11 -11 -2 -14 17 16 -15 18 -7
right_child=1 -3 -4 -5 6 14 7 9 -10 10 -12 -13 13 15 -16 -17 -18 -19 -20
leaf_value=0.0060321653108901486 0.00017410592264958038 -0.0019985915453609475 -0.0013561441520458283 -0.00051631912010168142 8.4012519441646849e-05 0.0035791449684433141 0.0021178222511129036 0.00019456303656600592 0.0063102809335230867 0.00049557412965577129 0.00018300991069635734 0.0028137265139249221 0.0044597675986691229 0.001588926810600786 0.0046917471560748974 0.00073107447045526433 0.0046626783185065718 0.0016853233095396273 0.002007355029536612
leaf_weight=53 52 77 60 54 56 100 54 59 65 78 65 1100 52 99 57 75 53 54 70
leaf_count=53 52 77 60 54 56 100 54 59 65 78 65 1100 52 99 57 75 53 54 70
internal_value=0 0.000994271 0.00158412 0.00259349 0.00268632 0.00352483 0.00249658 0.00259153 0.00440934 0.00242525 0.00253098 0.00266039 0.00211764 0.00247923 0.00305128 0.00202475 0.00266188 0.00263303 0.002933
internal_weight=0 468 391 1865 1811 334 1477 1421 119 1302 1243 1178 331 279 281 227 152 224 170
internal_count=2333 468 391 1865 1811 334 1477 1421 119 1302 1243 1178 331 279 281 227 152 224 170
is_linear=0
shrinkage=0.0169215


Tree=2590
num_leaves=18
num_cat=0
split_feature=3 12 15 47 16 1 1 1 39 1419 43 0 1446 403 483 3 43
split_gain=4.48237 2.37668 2.22122 3.08707 1.8156 1.881 2.19132 1.92946 1.13227 1.02178 0.835016 1.27004 0.754054 0.846352 0.7872 0.627678 0.436843
threshold=0.32329500000000005 0.054520000000000006 0.016500000000000004 0.077555000000000013 -0.42372999999999994 0.092415000000000011 0.11239500000000001 0.079415000000000013 0.082810000000000009 1.0000000180025095e-35 -0.45791499999999996 -0.10566999999999999 0.037915000000000011 -0.53317999999999988 0.023975000000000003 -0.07403499999999999 -0.030304999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 8 -6 -7 10 -3 16 13 -13 -14 -15 -12
right_child=-2 9 -4 -5 5 6 -8 -9 -10 -11 11 12 14 15 -16 -17 -18
leaf_value=0.0024781122769894446 -0.0028110801613496213 0.00026194243533959736 0.0045563685267200017 0.0037317562710872066 -0.0011636223956202388 -0.0055006988509168865 0.0004542128788650909 0.0033728032775660875 -0.0015949605160262845 0.0046571206433203161 0.0031435027855024559 -2.5788444305749738e-05 0.0048428875406376507 0.0026034121046942024 0.0020602075304653089 0.0015073776821775341 0.0054048636112985216
leaf_weight=89 62 55 63 103 63 52 88 68 52 83 53 52 88 1005 60 224 70
leaf_count=89 62 55 63 103 63 52 88 68 52 83 53 52 88 1005 60 224 70
internal_value=0 0.00227911 0.00124431 0.000838761 0.000115028 -0.000535483 -0.00171356 0.00118964 -0.00354975 0.00263291 0.00252824 0.00260842 0.00245131 0.00230503 0.00371612 0.00240381 0.00443208
internal_weight=0 2268 578 515 412 323 192 131 104 1690 1607 1552 1429 1281 148 1229 123
internal_count=2330 2268 578 515 412 323 192 131 104 1690 1607 1552 1429 1281 148 1229 123
is_linear=0
shrinkage=0.0186827


Tree=2591
num_leaves=14
num_cat=0
split_feature=12 0 2 15 11 4 2 0 2 49 52 16 160
split_gain=2.23825 1.98826 1.97337 1.46665 1.29156 1.64583 1.52926 1.25044 1.14118 1.08717 2.5152 1.08594 0.843208
threshold=-0.010219999999999998 0.0037850000000000002 0.15020000000000003 -0.41880499999999993 0.079915000000000014 -0.47860499999999995 0.10394500000000002 -0.023359999999999995 0.12293000000000001 0.091325000000000003 -0.012164999999999999 -0.44470499999999996 -0.089629999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 5 -5 -6 8 12 10 -1 -12 -7
right_child=2 -3 -4 4 6 7 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.00066893219653330212 -0.001097805668802592 -0.0035993995067103834 -0.0019264487979704038 0.0059181388244598137 0.0078051857796452581 0.0035304602931696362 0.0026295719182428054 -0.00082196501255128187 0.0056363894027626222 -0.001728053233039345 0.0020349230513888174 0.0066546802024938199 0.0021431192537104586
leaf_weight=98 55 54 52 71 54 275 66 61 58 52 52 54 1328
leaf_count=98 55 54 52 71 54 275 66 61 58 52 52 54 1328
internal_value=0 0.000370648 0.00244993 0.00256569 0.00267115 0.00251778 0.00496062 0.00237744 0.00249508 0.00120903 0.00195889 0.00439068 0.00238127
internal_weight=0 310 2020 1968 1913 1793 120 1722 1661 256 204 106 1603
internal_count=2330 310 2020 1968 1913 1793 120 1722 1661 256 204 106 1603
is_linear=0
shrinkage=0.0227741


Tree=2592
num_leaves=19
num_cat=0
split_feature=1 4 156 16 4 51 1375 160 147 159 43 160 133 457 160 42 480 43
split_gain=2.44632 1.5134 1.14875 0.946466 1.70626 0.957847 0.940926 1.22112 1.30631 1.10586 2.79541 1.25588 0.885864 0.874083 0.931192 0.647039 0.630387 0.610962
threshold=0.11663000000000003 -0.025694999999999999 -0.0039599999999999991 -0.14169499999999999 0.50973500000000016 -0.06512999999999998 -0.085004999999999983 0.061600000000000009 0.085765000000000022 0.040035000000000008 -0.081474999999999992 -0.082179999999999989 0.088175000000000017 0.082380000000000009 0.10323500000000001 0.08426500000000002 0.086930000000000021 -0.43328499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 4 -3 -5 -4 8 9 16 -11 -12 13 14 -9 -1 17 -8
right_child=1 3 6 5 -6 -7 7 12 -10 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0060368730223713417 0.0033896478881545178 -0.0017026025282027919 -0.00086795321226286308 -0.0004102547479102238 0.0034269351594386397 -0.0046719680351798359 -0.00063808918273841554 0.0069431624855681605 0.0048974919188007233 -0.0041200906444276222 0.0045392098674033468 -0.00028339993282558803 0.0010344001373107079 0.0016148463891948958 0.0034285438456720342 0.0025793107305158284 0.0036783418062926762 0.001857270771935992
leaf_weight=57 53 82 59 58 57 52 53 71 68 58 54 58 61 53 88 56 95 1197
leaf_count=57 53 82 59 58 57 52 53 71 68 58 54 58 61 53 88 56 95 1197
internal_value=0 -0.000103854 0.00209242 -0.000848427 0.000399128 -0.00242709 0.00196052 0.00205057 0.00180766 0.00166881 -6.05007e-05 0.00203962 0.00345821 0.00415448 0.00499949 0.00432554 0.00188757 0.00175127
internal_weight=0 302 2028 249 139 110 1915 1856 1583 1515 170 112 273 212 159 113 1345 1250
internal_count=2330 302 2028 249 139 110 1915 1856 1583 1515 170 112 273 212 159 113 1345 1250
is_linear=0
shrinkage=0.0227741


Tree=2593
num_leaves=24
num_cat=0
split_feature=12 2 2 2 150 40 12 151 0 12 12 16 157 43 43 2 0 51 483 50 52 0 2
split_gain=40.6687 11.0538 10.2906 9.56957 6.94884 3.92128 3.1807 3.12161 2.58563 2.20989 1.84799 1.2546 1.05533 0.999609 0.99317 1.37313 0.925876 0.758683 0.622115 0.55827 0.417812 0.365509 0.23669
threshold=0.054520000000000006 0.11626500000000002 0.13712500000000002 0.064660000000000009 0.085455000000000017 -1.0000000180025095e-35 0.084760000000000016 -0.012764999999999997 -0.061654999999999995 -1.0000000180025095e-35 0.10184000000000001 -0.4058199999999999 -0.081634999999999985 -0.15582499999999996 -0.24238999999999997 0.086400000000000018 -0.086284999999999987 0.10446500000000002 -0.095689999999999983 0.10377500000000002 -0.093914999999999985 -0.072174999999999975 0.083970000000000017
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=1 3 6 5 7 -1 12 -5 11 -9 13 -3 -2 -8 -12 -16 22 18 -15 -20 -11 -17 -14
right_child=2 8 -4 4 -6 -7 10 9 -10 20 14 -13 16 17 15 21 -18 -19 19 -21 -22 -23 -24
leaf_value=0.001338617185572947 0.002863484598185423 0.00066193746417590065 0.0009039602320375929 0.0015069986358848351 0.0010106352198602881 0.0003333108730044835 0.0018081212245695704 0.0018699559242164295 0.00032994031890597419 0.0023472183620018611 0.0022805281634304909 0.0012379263842419463 0.0027079348807389873 0.0024941564119986587 0.0014365280846016305 0.0021401802220892161 0.002114410106664417 0.0025029743866881119 0.0022011229362269556 0.0019362166358988921 0.0027125977099497216 0.0018464518792561989 0.0024337498007573777
leaf_weight=79 56 53 52 58 63 54 52 68 74 53 53 77 52 57 53 66 60 74 906 73 55 81 61
leaf_count=79 56 53 52 58 63 54 52 68 74 53 53 77 52 57 53 66 60 74 906 73 55 81 61
internal_value=0 0.00131021 0.00216314 0.00157154 0.00185842 0.000930678 0.00220295 0.00208654 0.000759215 0.00227735 0.00215197 0.00100334 0.00251783 0.0022006 0.0019285 0.00183506 0.00240576 0.00221896 0.00219864 0.0021814 0.00253358 0.00197854 0.00256019
internal_weight=0 634 1696 430 297 133 1644 234 204 176 1415 130 229 1162 253 200 173 1110 1036 979 108 147 113
internal_count=2330 634 1696 430 297 133 1644 234 204 176 1415 130 229 1162 253 200 173 1110 1036 979 108 147 113
is_linear=0
shrinkage=0.00287267


Tree=2594
num_leaves=14
num_cat=0
split_feature=1 2 42 14 51 48 1456 481 1453 52 51 51 2
split_gain=1.96891 1.41567 1.15565 1.03547 0.885543 0.733897 0.761952 0.654703 0.695429 0.493639 0.572238 0.42366 0.112302
threshold=0.11663000000000003 -0.023999999999999997 0.094095000000000012 0.062655000000000016 -0.22361999999999996 -0.078084999999999974 -0.23007499999999997 -0.085804999999999979 -0.064249999999999988 0.055990000000000005 -1.0000000180025095e-35 -0.42247999999999991 0.12901000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 11 -6 -7 -8 -9 10 -2 -3 -12
right_child=2 3 -4 -5 5 6 7 8 -10 -11 12 -13 -14
leaf_value=0.0049899140579993846 0.00036743580641347473 0.0022749673434212482 0.001942495797459303 -0.00074448187128641277 -0.00047538013398163044 0.0041172812389093953 0.0035268365208222991 -0.00066585560058321253 0.0016454295267363051 0.00086668167403406349 -0.0015575248979326699 0.0047737359644579296 -0.0028814524266842878
leaf_weight=54 52 57 89 70 64 53 73 55 1547 54 54 55 53
leaf_count=54 52 57 89 70 64 53 73 55 1547 54 54 55 53
internal_value=0 0.00175745 6.51082e-06 0.00166892 0.00175776 0.0016485 0.00172728 0.00165153 0.00156594 -0.000801408 -0.00136929 0.00350397 -0.00221532
internal_weight=0 2028 302 1974 1904 1792 1728 1675 1602 213 159 112 107
internal_count=2330 2028 302 1974 1904 1792 1728 1675 1602 213 159 112 107
is_linear=0
shrinkage=0.0202227


Tree=2595
num_leaves=24
num_cat=0
split_feature=12 9 12 150 15 16 12 11 11 0 0 16 15 151 42 42 12 0 474 12 0 51 15
split_gain=60.0401 13.5194 13.2024 6.74194 8.39562 6.47907 5.12173 3.10593 3.45364 3.08836 2.72317 2.82837 2.13016 2.10359 1.785 1.52934 1.21558 0.945101 0.748993 0.691464 0.685695 0.555364 0.411994
threshold=0.054520000000000006 -1.0000000180025095e-35 0.13820000000000002 0.089155000000000012 -0.37478999999999996 0.15454000000000004 0.10266500000000002 1.0000000180025095e-35 0.085155000000000022 -0.071844999999999978 -0.097074999999999981 0.0086100000000000013 -0.039984999999999993 -1.0000000180025095e-35 -0.025789999999999997 0.084715000000000013 -0.029844999999999997 -0.085669999999999982 1.0000000180025095e-35 0.085465000000000013 -0.072864999999999985 -0.092119999999999994 1.0000000180025095e-35
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=1 -1 6 4 -3 9 7 10 -9 13 15 17 14 -6 -8 -2 -15 18 -12 -19 -14 -13 -23
right_child=2 3 -4 -5 5 -7 12 8 -10 -11 11 21 20 16 -16 -17 -18 19 -20 -21 -22 22 -24
leaf_value=0.00027139335756701141 0.0019801457486160368 0.0010988073977830711 0.0012060385173216532 0.0010271067963851265 0.0016744110513692673 0.0029487438620694958 0.0023991835512920849 0.0037099407943669317 0.0027148599978345732 0.0013661087423949482 0.0029565398023957377 0.0023186958611189569 0.0023951536306592068 0.002000993782747899 0.0016631872727333188 0.002680947669600287 0.0025700070425316471 0.0025625028674718339 0.0033534540705751734 0.0028588420672441737 0.0028945008041037106 0.0027299767729148995 0.0023996991357270732
leaf_weight=64 59 94 53 98 72 71 66 73 59 71 318 82 52 64 58 58 79 88 53 520 53 119 53
leaf_count=64 59 94 53 98 72 71 66 73 59 71 318 82 52 64 58 58 79 88 53 520 53 119 53
internal_value=0 0.00159796 0.00270561 0.00175254 0.0019101 0.00212363 0.00275204 0.00281771 0.00326542 0.00191868 0.00277391 0.00281621 0.00232692 0.00210101 0.00205519 0.00232783 0.00231557 0.00289082 0.00301333 0.002816 0.00264752 0.00252854 0.00262839
internal_weight=0 613 1764 549 451 357 1711 1482 132 286 1350 1233 229 215 124 117 143 979 371 608 105 254 172
internal_count=2377 613 1764 549 451 357 1711 1482 132 286 1350 1233 229 215 124 117 143 979 371 608 105 254 172
is_linear=0
shrinkage=0.0030485


Tree=2596
num_leaves=23
num_cat=0
split_feature=1 9 52 1 1 0 0 52 16 11 0 16 52 16 0 0 16 42 480 16 43 52
split_gain=34.6509 7.18212 5.49278 3.29437 2.63725 4.31058 2.55718 2.471 3.61711 2.27979 1.93786 1.28147 1.12687 1.02165 0.985093 0.941339 1.62157 0.733761 0.674185 0.769989 0.433604 0.78667
threshold=0.10335000000000001 -1.0000000180025095e-35 -0.24526499999999998 0.090485000000000024 0.11918000000000002 -0.14310999999999999 -0.090889999999999985 -0.053514999999999993 -0.41163499999999992 1.0000000180025095e-35 -0.071719999999999992 0.052915000000000011 -0.45478499999999994 -0.0007049999999999999 -0.066264999999999991 -0.10891999999999999 -0.15796999999999997 0.08975000000000001 0.086995000000000017 -0.093079999999999982 -0.0044449999999999993 -0.016219999999999995
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 -3 9 5 -4 -5 -6 -9 11 -7 13 -13 15 17 16 -1 -8 19 -17 21 -14
right_child=1 2 4 6 7 10 14 8 -10 -11 -12 12 20 -15 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=0.002022101698193069 1.5340532615557177e-05 0.0019116849600096771 0.00071419765461010469 0.0011929475789403555 0.00025934913423092062 0.0019511672228309394 0.0021473056291709024 0.0005580280826987128 0.0014524371578382505 0.0024570942269984764 0.0012155022375023943 0.0019826247964366099 0.0014755583254157175 0.0022546484954638511 0.0014539551541139339 0.0017966536437319942 0.0013108685088660296 0.0017358246340649236 0.0016850535894199902 0.0020235648084227531 0.0013638791681137913 0.0019570273854441927
leaf_weight=57 53 70 76 90 55 65 64 82 74 71 59 101 67 94 58 158 54 93 71 760 52 53
leaf_count=57 53 70 76 90 55 65 64 82 74 71 59 101 67 94 58 158 54 93 71 760 52 53
internal_value=0 0.00103965 0.00115245 0.00188747 0.00102306 0.00126441 0.00160868 0.000794149 0.0009825 0.00194273 0.00160139 0.00191782 0.0017357 0.00195943 0.00178256 0.00193417 0.00167638 0.00190376 0.00196308 0.00198454 0.00159052 0.00168847
internal_weight=0 534 481 1843 411 200 305 211 156 1538 124 1467 273 1194 215 1100 111 157 989 918 172 120
internal_count=2377 534 481 1843 411 200 305 211 156 1538 124 1467 273 1194 215 1100 111 157 989 918 172 120
is_linear=0
shrinkage=0.00293013


Tree=2597
num_leaves=18
num_cat=0
split_feature=1 43 10 1 156 1 52 13 1454 13 52 3 15 16 16 16 13
split_gain=2.39574 1.90783 1.51716 1.34935 1.11161 1.08016 1.38439 1.04267 1.30029 1.16319 0.949244 0.629193 0.62323 0.898787 0.882977 0.611275 0.553561
threshold=0.090485000000000024 0.085460000000000022 -1.0000000180025095e-35 0.13279000000000005 0.11182500000000002 0.12180500000000001 0.40438500000000005 -0.14545999999999995 0.081720000000000015 -0.091769999999999977 0.0074400000000000013 -0.080564999999999984 0.11469500000000001 -0.15796999999999997 -0.092879999999999976 -0.088504999999999986 -0.026884999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 6 10 -1 9 11 -4 -9 13 -11 16 -16 -15
right_child=1 -3 3 -5 -6 -7 -8 8 -10 12 -12 -13 -14 14 15 -17 -18
leaf_value=0.0048798077774404999 -0.0021001336714308468 0.0041395741170451297 0.00038189309788413283 0.0031672245449303965 0.0030285740578733654 -0.0027155830730154012 0.0033986571461847716 -0.0011822217608306214 -0.0004546763388661818 0.0050491930701003539 -0.0026125290162398083 0.0019465862276773235 0.00050931492870996025 0.0020478268603775196 0.0043468578428273834 0.0024315769778001546 -0.00098275598797265191
leaf_weight=63 95 70 337 95 66 57 62 67 89 62 57 53 75 57 84 934 54
leaf_count=63 95 70 337 95 66 57 62 67 89 62 57 53 75 57 84 934 54
internal_value=0 0.000747284 0.000438195 0.000796311 0.000406905 6.91681e-05 0.000417764 0.00217344 0.00205769 0.00221918 -5.07287e-05 0.000197759 0.0024106 0.00253014 0.0023916 0.00258984 0.000571425
internal_weight=0 839 769 674 579 513 456 1538 1475 1386 394 120 1266 1191 1129 1018 111
internal_count=2377 839 769 674 579 513 456 1538 1475 1386 394 120 1266 1191 1129 1018 111
is_linear=0
shrinkage=0.0214605


Tree=2598
num_leaves=19
num_cat=0
split_feature=1 3 1 3 1 12 3 3 40 14 3 130 0 0 1 1455 1429 0
split_gain=55.0795 10.8118 4.3656 3.84883 3.81104 3.29495 3.17037 3.08566 3.08465 2.27094 1.79794 1.34524 1.36814 1.62658 1.31313 1.01339 1.08243 0.781878
threshold=0.10335000000000001 -0.06340999999999998 0.090485000000000024 0.077930000000000013 0.11230000000000001 0.088435000000000014 -0.0053599999999999993 0.30112000000000005 -0.063404999999999989 0.062655000000000016 -0.107915 -0.050984999999999996 0.076335000000000014 -0.037794999999999995 0.12030000000000002 0.093155000000000002 0.083810000000000009 -0.077959999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 8 -2 6 -4 -5 14 11 -6 -1 13 15 -3 16 -13 -7
right_child=1 3 5 7 10 17 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0027872237051781183 0.0023932870623762903 0.0013204630785052431 0.0011715287534533453 0.0017196979519736063 0.0011762186597345304 0.0021183327111945426 0.002107004869988311 0.00097378635462252582 0.00017719233651612986 0.0029804674839792713 0.0019200223168198618 0.0024498142284887295 0.0019569978869898334 0.0029038525417426678 0.00068803623601963596 0.0020088765921035022 0.0021569033097268231 0.0024998706691287654
leaf_weight=83 77 55 52 88 53 85 71 96 56 65 55 1110 54 57 54 52 117 97
leaf_count=83 77 55 52 88 53 85 71 96 56 65 55 1110 54 57 54 52 117 97
internal_value=0 0.00134262 0.00239053 0.00104482 0.00190424 0.00207592 0.00171177 0.00133069 0.00072584 0.0024529 0.00155529 0.0024296 0.00240823 0.00242644 0.00100743 0.00240514 0.00242191 0.00232185
internal_weight=0 534 1843 349 185 305 123 184 165 1538 108 1473 1390 1336 109 1279 1227 182
internal_count=2377 534 1843 349 185 305 123 184 165 1538 108 1473 1390 1336 109 1279 1227 182
is_linear=0
shrinkage=0.00287267


Tree=2599
num_leaves=20
num_cat=0
split_feature=2 3 2 131 1 0 30 15 0 2 481 16 15 0 402 16 1 2 2
split_gain=2.17553 1.37254 1.40238 1.17838 1.45861 0.907891 0.831227 2.18265 0.839004 1.78228 0.886749 0.971075 0.74613 0.723259 0.68287 0.624488 0.427655 0.569184 0.408489
threshold=0.10272000000000002 -0.14443999999999999 0.084825000000000025 0.089325000000000015 0.13630500000000004 -0.14582499999999995 0.085185000000000025 -0.14820999999999998 -0.066264999999999991 0.085235000000000019 -0.087424999999999989 -0.093079999999999982 -0.091934999999999989 0.12212000000000002 0.113945 -0.10803999999999998 0.097480000000000011 0.11701500000000002 0.11444000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 18 7 -3 10 -10 -9 15 -7 16 -13 -12 17 -14 -2
right_child=3 6 -4 -5 -6 12 -8 8 9 -11 11 14 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0058819056974878598 -0.0020839089849674975 0.004826061492912378 0.0016753999637525545 0.003151992189599499 -0.0022711303442096457 -0.00050789811324858337 -0.0006418707288542594 -0.00057732894901651923 -0.0018116583203887707 0.0023486716622847493 0.0012144097686032031 0.002114729300709578 0.00038678256599650277 -0.00036142128919477707 1.1182888530122766e-05 -0.0011023787987250509 0.0031087004028588498 0.0026099807624191435 0.00020062748269056351
leaf_weight=55 54 74 56 52 72 88 55 58 75 69 163 1043 90 61 57 54 73 73 55
leaf_count=55 54 74 56 52 72 88 55 58 75 69 163 1043 90 61 57 54 73 73 55
internal_value=0 0.00174927 0.0037615 0.000460223 0.000212571 0.000574971 0.00161362 0.00169162 0.00153879 0.000180448 0.0016809 0.0017805 0.00100138 0.00144925 0.00200591 0.000636963 0.00191811 0.00138367 -0.000929331
internal_weight=0 1759 111 618 566 494 1648 1593 1519 144 1375 1317 385 297 1100 217 236 163 109
internal_count=2377 1759 111 618 566 494 1648 1593 1519 144 1375 1317 385 297 1100 217 236 163 109
is_linear=0
shrinkage=0.0186827


Tree=2600
num_leaves=20
num_cat=0
split_feature=4 2 12 4 2 2 160 49 2 2 2 4 2 16 403 1212 16 1211 4
split_gain=50.0193 17.0473 9.93944 5.52073 4.39383 3.30517 2.31635 2.17312 2.06669 1.75506 1.75183 1.48658 1.48475 1.21333 1.08138 1.31285 1.04089 0.87342 0.832997
threshold=0.30163500000000004 0.13733000000000004 0.077755000000000005 -0.17689999999999997 0.10428500000000002 0.064660000000000009 -0.069009999999999988 -0.06017999999999999 0.13538500000000001 0.10054500000000001 0.092235000000000025 0.049545000000000006 0.088930000000000023 -0.082264999999999991 0.070940000000000017 0.087685000000000013 -0.090639999999999984 0.078255000000000005 -0.082249999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2 12 9 -8 -7 13 -4 17 15 -15 -13 18 -9
right_child=6 -3 7 4 -6 10 8 11 -10 -11 -12 16 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0028213226987930363 0.001622312814453832 0.001320889946932957 0.0026139181366559615 0.0017319972554303291 0.0014752490732966776 0.0028133082352180716 0.00080956049458187141 0.0030128584301462942 0.00053367109774312207 0.0014964033969465725 0.002147249444869756 0.0026707703290435622 0.0019359610331434361 0.0027568970283521764 0.0023528751067236628 0.0024205678595828456 0.002208513670503281 0.0032173929929958907 0.0027142620889192958
leaf_weight=84 68 92 56 73 95 69 54 124 55 72 63 86 52 785 75 111 78 55 218
leaf_count=84 68 92 56 73 95 69 54 124 55 72 63 86 52 785 75 111 78 55 218
internal_value=0 0.00253097 0.00258595 0.00216951 0.0019869 0.00222386 0.00116955 0.00268344 0.000999285 0.00120229 0.00249565 0.00271132 0.00228778 0.00274249 0.00268731 0.00271527 0.0024511 0.00287738 0.00282261
internal_weight=0 2116 2024 384 300 205 249 1640 181 126 132 1532 108 1368 971 896 164 397 342
internal_count=2365 2116 2024 384 300 205 249 1640 181 126 132 1532 108 1368 971 896 164 397 342
is_linear=0
shrinkage=0.00287267


Tree=2601
num_leaves=22
num_cat=0
split_feature=14 4 0 11 483 4 3 3 1 3 15 0 15 49 16 4 13 1 52 3 483
split_gain=1.71952 1.41545 2.28198 1.86983 1.42794 1.41422 1.27872 2.40954 1.81821 1.52688 1.64824 1.03117 0.998429 0.949466 0.865378 0.858765 0.800559 0.724927 0.747862 0.424089 0.296779
threshold=-0.23083499999999998 -0.045299999999999993 -0.087344999999999992 0.079300000000000009 0.086310000000000012 -0.49432999999999994 0.092330000000000009 0.12991000000000003 0.11695500000000002 -0.084854999999999986 -0.013969999999999998 -0.0042749999999999993 -0.090219999999999981 -0.062709999999999974 -0.069894999999999985 -0.010549999999999999 -0.09219999999999999 0.096630000000000008 -0.0068949999999999992 -0.046329999999999989 0.099040000000000003
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 2 16 5 6 -4 8 -8 9 12 13 17 -3 -11 -6 -14 -2 18 -7 -10 -16
right_child=1 4 3 -5 14 11 7 -9 19 10 -12 -13 15 -15 20 -17 -18 -19 -20 -21 -22
leaf_value=0.0044858425185846148 0.0026788253501677213 -0.0024553644536704083 0.0049336477120896739 -0.0015993489172338694 0.0047776678043359548 -0.00062529071189938268 -0.0042216190171124636 0.001512490438012086 -0.00018584424039988363 0.0039281850033561815 0.0047371588905518718 -0.0010317113516385894 -0.0011152201345581432 0.0011702450825547387 0.00053749053003914317 0.0019118066585461575 0.0059495691212914916 0.0043882214289111508 0.00205356912737369 -0.0028486008539204367 0.0027766506443684933
leaf_weight=103 56 55 74 68 70 52 62 74 59 68 93 54 67 376 52 121 91 56 604 52 58
leaf_count=103 56 55 74 68 70 52 62 74 59 68 93 54 67 376 52 121 91 56 604 52 58
internal_value=0 0.00164912 0.00222356 0.00182156 0.00114684 0.00209876 0.000837499 -0.0010999 0.00113348 0.00149933 0.00213807 0.00182459 8.68543e-05 0.00159315 0.0029105 0.000831807 0.00470513 0.00204155 0.00184087 -0.00143533 0.00172022
internal_weight=0 2262 1055 908 1207 840 1027 136 891 780 537 766 243 444 180 188 147 712 656 111 110
internal_count=2365 2262 1055 908 1207 840 1027 136 891 780 537 766 243 444 180 188 147 712 656 111 110
is_linear=0
shrinkage=0.0214605


Tree=2602
num_leaves=14
num_cat=0
split_feature=15 147 1447 1447 51 159 160 475 2 2 2 16 48
split_gain=0.961465 0.94256 0.989765 1.64424 1.04644 1.16878 0.893407 0.909902 2.63555 1.02429 0.852692 1.14407 0.26743
threshold=0.14854500000000001 0.089365000000000014 -0.084094999999999989 -0.086279999999999982 0.10446500000000002 -0.040234999999999993 -0.51927999999999985 -0.080204999999999985 0.086400000000000018 0.090000000000000011 -0.020134999999999997 -0.50476999999999983 0.086605000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 8 -8 -10 -9 -12 -7
right_child=-2 -3 4 -5 5 12 7 10 9 -11 11 -13 -14
leaf_value=0.0018480675275710742 -0.0012790733609642773 -0.00083624394881092324 0.0044504688707330152 -0.0033409188828405277 0.0012806725806955976 0.006137990463230927 -0.0037084485006973825 0.0039233640502221436 0.0037103774893621471 0.00014344342941414252 -0.00079662120760400383 0.001821112217861075 0.00384001866855216
leaf_weight=81 60 77 59 52 73 55 63 92 76 93 92 1440 52
leaf_count=81 60 77 59 52 73 55 63 92 76 93 92 1440 52
internal_value=0 0.00163889 0.00172454 -0.000178881 0.00184549 0.00350692 0.0016892 0.00160129 0.000265934 0.00174895 0.00179191 0.00166375 0.00502349
internal_weight=0 2305 2228 133 2095 180 1915 1856 232 169 1624 1532 107
internal_count=2365 2305 2228 133 2095 180 1915 1856 232 169 1624 1532 107
is_linear=0
shrinkage=0.0227741


Tree=2603
num_leaves=22
num_cat=0
split_feature=40 14 4 0 160 4 15 483 0 4 15 15 4 42 0 12 12 52 133 1209 12
split_gain=1.48747 1.72339 1.03982 1.67176 1.30843 1.60633 1.16076 0.776254 0.951624 2.91559 1.57958 1.52204 1.00942 0.699216 0.696514 0.746759 0.67912 0.898103 0.524523 0.396267 0.371555
threshold=0.051255000000000002 -0.23083499999999998 -0.045299999999999993 -0.089594999999999994 -0.080844999999999986 -0.082384999999999986 0.094620000000000024 0.086310000000000012 -0.11208499999999998 0.056815000000000011 -0.11764999999999999 -0.088774999999999979 0.30163500000000004 0.084175000000000014 0.04939000000000001 0.09159500000000001 0.085495000000000015 0.083750000000000005 0.095000000000000015 0.087170000000000011 0.088885000000000006
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 -1 3 -3 5 -5 7 8 9 11 -11 -4 18 -9 16 -16 17 -6 -10 -18 -15
right_child=-2 2 6 4 14 -7 -8 13 12 10 -12 -13 -14 20 15 -17 19 -19 -20 -21 -22
leaf_value=0.0038703554551879501 -0.0020583427055452237 0.004005504354825629 -0.00054369451660498823 -0.0026268200772882793 -0.00111985758316864 0.0016662335468330266 -0.0019465850364400164 0.0036998750338213026 0.0014049858635272888 -0.00038409778606790485 0.0041893308874213419 -0.005345639080555787 -0.0016069690116075443 -6.2239752427150003e-05 0.004796248293871385 0.0014749811683566381 0.0014864877655834854 0.0019467890108921108 -0.00028997703126911915 0.0030485175375168315 0.0021992664566609908
leaf_weight=92 56 99 52 69 87 68 62 64 564 69 52 52 55 55 52 55 481 66 82 74 59
leaf_count=92 56 99 52 69 87 68 62 64 564 69 52 52 55 55 52 55 481 66 82 74 59
internal_value=0 0.00121051 0.00110003 0.00155245 0.00129713 -0.000494416 0.000692057 0.000840433 0.000609612 -0.00051162 0.00157959 -0.0029467 0.000969796 0.00204003 0.00159855 0.00309103 0.00137269 0.000201626 0.00118951 0.00169514 0.00110633
internal_weight=0 2309 2217 1051 952 137 1166 1104 926 225 121 104 701 178 815 107 708 153 646 555 114
internal_count=2365 2309 2217 1051 952 137 1166 1104 926 225 121 104 701 178 815 107 708 153 646 555 114
is_linear=0
shrinkage=0.0198262


Tree=2604
num_leaves=17
num_cat=0
split_feature=14 31 16 2 16 11 159 0 132 155 50 16 2 13 0 159
split_gain=0.918782 1.05278 0.696632 1.3942 0.910472 0.857399 1.16448 0.900977 0.827284 0.78058 0.590752 0.700571 0.660069 0.600305 0.477267 0.467331
threshold=-0.45687499999999998 -0.051829999999999994 -0.011859999999999997 0.12399000000000002 -0.018199999999999997 0.079300000000000009 0.087735000000000021 0.024745000000000003 0.098600000000000007 0.098655000000000007 0.082190000000000013 -0.52595999999999987 0.10981000000000002 -0.088854999999999976 -0.077334999999999987 0.10684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 8 6 7 9 10 -4 11 -3 -13 -12 -15 -8
right_child=1 2 3 -5 -6 -7 15 -9 -10 -11 13 12 -14 14 -16 -17
leaf_value=0.0031522572102727253 -0.0016908163036308593 -0.00035940523637559513 0.00075408627276447025 -0.001698319273557289 0.0029678508529855361 -0.00098421905664441349 -0.0019580808125957273 0.0033880352901090277 0.0027345032119554125 0.003034828263236537 -0.0014928180137356616 0.0010207085398363459 0.0023092546830315182 6.2961180249469602e-05 0.0016498686298379349 0.00030288996493230228
leaf_weight=52 52 93 447 85 75 85 52 54 78 52 53 699 150 191 85 62
leaf_count=52 52 93 447 85 75 85 52 54 78 52 53 699 150 191 85 62
internal_value=0 0.000784648 0.000841663 0.000438214 0.00107867 0.00067996 0.000892318 0.00122643 0.0009735 0.000992135 0.000865281 0.00108964 0.00124859 0.000222325 0.000552364 -0.000726781
internal_weight=0 2313 2261 837 1424 752 667 553 1349 499 1271 942 849 329 276 114
internal_count=2365 2313 2261 837 1424 752 667 553 1349 499 1271 942 849 329 276 114
is_linear=0
shrinkage=0.0176051


Tree=2605
num_leaves=15
num_cat=0
split_feature=4 1 16 3 13 1 14 16 15 4 0 3 0 15
split_gain=44.8447 11.8806 10.4129 4.36924 3.64246 4.18068 2.65835 2.29335 1.8063 1.68705 5.62584 2.11082 1.56063 1.00483
threshold=0.30163500000000004 0.10384000000000002 0.25155500000000003 -0.046329999999999989 -0.024504999999999996 0.13554500000000003 0.062655000000000016 -0.026164999999999997 -0.18239999999999998 -0.47860499999999995 -0.026509999999999995 0.086245000000000016 -0.071844999999999978 -0.42443999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -2 8 -5 -1 -10 11 12 -11 -6
right_child=4 2 -4 7 13 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.00237160706992562 0.0007139310463925646 0.0016013690818151413 0.0020394633546945893 0.0010434433106790088 0.0012100550831527861 -0.00026086653686080143 0.0023911750079577423 0.00035697905255738455 0.0022074347260358953 0.0019214386159141115 0.0010001082252308789 0.0013291022145465808 0.0016695757845172794 0.00069035612157530748
leaf_weight=52 71 55 96 72 53 59 76 71 96 1286 57 52 212 57
leaf_count=52 71 55 96 72 53 59 76 71 96 1286 57 52 212 57
internal_value=0 0.001813 0.00130756 0.000952558 0.000578375 0.000271301 0.00189415 0.000702814 0.0018726 0.00185735 0.00183642 0.00186716 0.00188581 0.000941019
internal_weight=0 2125 294 198 240 130 1831 143 1755 1703 1607 1550 1498 110
internal_count=2365 2125 294 198 240 130 1831 143 1755 1703 1607 1550 1498 110
is_linear=0
shrinkage=0.00270699


Tree=2606
num_leaves=19
num_cat=0
split_feature=2 123 52 447 2 2 52 2 16 52 49 52 2 130 50 160 16 16
split_gain=36.3674 11.9405 7.02073 4.55559 4.34371 4.27458 2.92868 1.63376 1.95703 5.95551 1.93711 1.30163 0.890738 0.927912 0.858135 1.17384 0.679624 0.241948
threshold=0.11500500000000001 1.0000000180025095e-35 -0.23125999999999997 0.084700000000000011 0.15227000000000004 -0.007134999999999999 0.057125000000000002 0.099675000000000014 0.25761500000000009 0.033770000000000008 -0.091004999999999989 0.11379500000000002 -1.0000000180025095e-35 -0.016449999999999996 0.085685000000000011 -0.24175499999999997 -0.36241499999999999 0.62720500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 6 -3 16 10 9 -9 -1 12 -12 -14 15 -13 -4 -10
right_child=2 5 4 -5 -6 -7 -8 8 17 -11 11 14 13 -15 -16 -17 -18 -19
leaf_value=0.0028716165098950264 0.00218083817010605 0.00068485718725588927 0.00070406423594774595 0.0014872588508582879 0.00037141167476925098 0.0018278958816797535 0.0016702844387500107 0.0014167531082491273 0.0022919064565523643 0.0024627077223397407 0.0019990214761128216 0.0017158277506378616 0.002667806809117928 0.0023601085819322035 0.0023488656848228628 0.0022826806671445987 0.0011278761117099884 0.0025904301414167016
leaf_weight=62 53 54 59 62 74 64 79 99 52 96 57 75 97 1102 88 59 81 52
leaf_count=62 53 54 59 62 74 64 79 99 52 96 57 75 97 1102 88 59 81 52
internal_value=0 0.00222824 0.00117933 0.00228553 0.000998056 0.00130508 0.00120965 0.00231242 0.00210922 0.00193185 0.00235186 0.00233003 0.00236754 0.00238503 0.0021177 0.00196565 0.000949498 0.00244148
internal_weight=0 2019 346 1901 293 118 219 1839 299 195 1540 1478 1256 1199 222 134 140 104
internal_count=2365 2019 346 1901 293 118 219 1839 299 195 1540 1478 1256 1199 222 134 140 104
is_linear=0
shrinkage=0.00298873


Tree=2607
num_leaves=26
num_cat=0
split_feature=11 1 16 13 0 43 51 12 43 12 15 15 16 13 15 1 1453 399 1212 0 151 16 12 42 13
split_gain=1.70748 2.28345 1.62278 1.34322 2.65157 1.38774 1.38219 1.28386 0.917618 0.823008 1.24539 1.4228 0.702202 0.547861 0.547593 0.69422 0.677816 0.67357 0.479498 0.458395 0.413298 0.682442 0.373845 0.769282 0.160636
threshold=0.079915000000000014 0.09518500000000002 0.15454000000000004 0.034905000000000012 -0.071844999999999978 -0.036794999999999994 0.085720000000000005 -0.06202499999999999 -0.0096349999999999977 0.083885000000000015 -0.0015749999999999998 0.084675000000000014 -0.010379999999999999 0.094590000000000021 0.091230000000000019 0.09036000000000001 -1.0000000180025095e-35 0.088190000000000018 0.091685000000000016 -0.052239999999999988 -0.06568499999999998 -0.41863499999999992 0.094600000000000004 0.090040000000000023 -0.032264999999999995
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=1 7 3 4 6 -6 20 -1 -2 10 12 -12 -9 -10 15 16 -11 -18 22 -4 -3 -22 23 -16 -24
right_child=8 2 19 -5 5 -7 -8 9 13 14 11 -13 -14 -15 18 -17 17 -19 -20 -21 21 -23 24 -25 -26
leaf_value=0.0038265421610682421 0.00084122411218390464 -0.0018944518763300067 0.00075587957389869342 0.0019901514903296154 -0.0014738118778153807 -0.0053669362975095345 0.0025353629706962089 0.0025304737408975097 0.0051127483856094362 0.0034297835503753035 -0.0028118104385743111 0.0010231471673307585 -0.00020712052567299801 0.0024679994990112557 0.0011416328529373408 0.0035689602343260615 0.0011532359144754913 0.0032831999670453102 0.0021953106712976271 0.0031298433872476851 -0.0016401978061902759 0.00079335430990788638 0.0016692746207659257 -0.0017328681265157471 0.00027323951651273443
leaf_weight=61 52 63 58 59 70 55 58 79 54 52 72 59 52 52 57 52 859 53 52 52 63 100 60 69 52
leaf_count=61 52 63 58 59 70 55 58 79 54 52 72 59 52 52 57 52 859 53 52 52 63 100 60 69 52
internal_value=0 0.000867242 -0.000121526 -0.000592363 -0.00096538 -0.00318835 1.23522e-05 0.0012182 0.00283898 0.0011166 0.000178843 -0.00108312 0.0014423 0.00381717 0.00130457 0.00150508 0.00139355 0.00127723 0.000601439 0.00187989 -0.000634281 -0.000146021 0.000252377 -0.000430947 0.00102286
internal_weight=0 2207 578 468 409 125 284 1629 158 1568 262 131 131 106 1306 1016 964 912 290 110 226 163 238 126 112
internal_count=2365 2207 578 468 409 125 284 1629 158 1568 262 131 131 106 1306 1016 964 912 290 110 226 163 238 126 112
is_linear=0
shrinkage=0.0183163


Tree=2608
num_leaves=18
num_cat=0
split_feature=4 123 2 159 15 13 2 15 4 12 2 12 4 376 1454 4 12
split_gain=38.9186 10.2958 7.31523 3.14256 2.88122 3.01951 2.29558 2.15715 2.27807 3.58799 3.22907 2.00667 2.1096 1.93832 1.05533 0.684418 0.2296
threshold=0.30163500000000004 1.0000000180025095e-35 0.10859000000000001 0.083310000000000009 -0.41309499999999993 -0.016469999999999995 0.13290500000000002 -0.15614499999999998 -0.17689999999999997 0.085425000000000015 0.10272000000000002 1.0000000180025095e-35 -0.0011949999999999997 0.083785000000000012 0.081220000000000014 0.024315000000000003 0.099550000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 5 -2 15 -1 9 -9 11 12 -10 -3 -13 16 -4
right_child=4 13 3 -5 -6 -7 -8 8 10 -11 -12 14 -14 -15 -16 -17 -18
leaf_value=0.0024274744364051774 0.0004677991721601959 0.0013150146900969748 0.001685785355870071 0.0007764638740173906 0.00018857929443304733 0.0012863940430363889 0.0010670537993821352 0.0027394262406192364 0.0011211806513775279 0.0017630026232359098 0.0012134029836454779 0.0019135401700093296 0.0018964381393805094 0.00057591119966019844 0.0015486168030085967 0.0014249000321974502 0.0019304882631315393
leaf_weight=57 83 56 63 52 94 63 61 59 57 61 63 1299 55 57 67 52 66
leaf_count=57 83 56 63 52 94 63 61 59 57 61 63 1299 55 57 67 52 66
internal_value=0 0.00177021 0.00181669 0.00140578 0.00057357 0.000821234 0.00154088 0.00188699 0.00186842 0.00224333 0.00183921 0.00186586 0.00150216 0.000942459 0.00189566 0.0017004 0.00181122
internal_weight=0 2125 2012 294 240 146 242 1718 1661 120 1541 1478 112 113 1366 181 129
internal_count=2365 2125 2012 294 240 146 242 1718 1661 120 1541 1478 112 113 1366 181 129
is_linear=0
shrinkage=0.00281635


Tree=2609
num_leaves=14
num_cat=0
split_feature=2 51 1 1425 1447 1447 1213 43 12 15 2 16 15
split_gain=1.63668 1.23299 1.63223 1.20456 0.888094 1.11434 0.734438 0.765165 1.14765 1.44683 1.44677 0.615697 0.550788
threshold=0.11626500000000002 0.10501000000000001 0.13554500000000003 1.0000000180025095e-35 -0.085804999999999979 -0.082954999999999987 -0.13252999999999998 -0.23919999999999997 -0.081914999999999988 -0.23118499999999997 -1.0000000180025095e-35 0.25155500000000003 -0.10753999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 -1 -6 -7 -8 10 -10 -9 12 -2
right_child=1 -3 -4 -5 5 6 7 8 9 -11 -12 -13 -14
leaf_value=-0.00068036637440759907 0.00083021722744318783 0.0024958980785676726 -0.0036815590016165394 0.0043457692819127642 0.0042145779686909518 0.0029810791119003568 0.0028630999240932876 -0.0033193638934225661 0.0043779788206018558 0.0010648093321786616 0.0012240481173154802 0.0017448626612857749 -0.0016867674221363027
leaf_weight=95 60 56 62 52 53 94 100 54 56 1473 61 62 87
leaf_count=95 60 56 62 52 53 94 100 54 56 1473 61 62 87
internal_value=0 -0.000234889 -0.000799982 0.00130577 0.00122607 0.00132196 0.00123843 0.00114438 0.0010397 0.0011863 -0.000907503 5.38075e-05 -0.000657958
internal_weight=0 327 271 2038 1986 1891 1838 1744 1644 1529 115 209 147
internal_count=2365 327 271 2038 1986 1891 1838 1744 1644 1529 115 209 147
is_linear=0
shrinkage=0.0202227


Tree=2610
num_leaves=15
num_cat=0
split_feature=2 457 151 4 151 40 4 156 4 0 42 13 156 0
split_gain=1.45446 1.47896 1.59233 2.10885 1.43725 1.06064 1.14897 0.963799 0.961442 1.72101 0.905303 0.703371 0.639933 0.345857
threshold=0.17576500000000003 0.096470000000000014 0.085465000000000013 0.40124500000000002 -0.084699999999999984 -1.0000000180025095e-35 0.50609000000000004 0.083125000000000018 -0.13833499999999996 0.053930000000000006 0.085495000000000015 -0.08533499999999998 0.091895000000000018 -0.086914999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -5 -7 8 9 -6 12 -10 -9 -1
right_child=-2 -3 -4 5 7 6 -8 10 11 -11 -12 -13 -14 -15
leaf_value=0.0001160518957413436 -0.0022423605768837817 0.003515460975828747 0.0036243399397279481 0.00091235781971307436 -0.0024555854401308069 -0.0040646362993760395 -0.00054208074608477167 0.0042329415458662268 0.0018229700963241951 0.0015067719185689887 0.00028692155647896625 0.00083835646829066434 0.0018987224534749198 -0.0015006793040988091
leaf_weight=98 52 74 69 61 77 57 75 74 333 76 62 1065 93 87
leaf_count=98 52 74 69 61 77 57 75 74 333 76 62 1065 93 87
internal_value=0 0.000916249 0.000829792 0.000740346 0.000923437 -0.00112273 -0.0020647 0.00108637 0.000919106 -0.000486052 0.00221837 0.00107303 0.00293424 -0.000643171
internal_weight=0 2301 2227 2158 1965 193 132 1780 1551 153 229 1398 167 185
internal_count=2353 2301 2227 2158 1965 193 132 1780 1551 153 229 1398 167 185
is_linear=0
shrinkage=0.0186827


Tree=2611
num_leaves=19
num_cat=0
split_feature=4 3 39 2 2 0 14 2 52 474 3 2 4 0 42 159 52 0
split_gain=44.5036 17.3175 9.08852 3.94402 3.55063 3.71814 2.56794 2.35949 1.55836 1.25858 2.2092 1.8281 1.24826 1.6395 1.15336 0.944927 0.831121 0.3645
threshold=0.30163500000000004 0.25468500000000005 0.081875000000000017 0.096015000000000017 0.10527500000000002 -0.080689999999999984 0.076175000000000007 0.13538500000000001 0.26959000000000005 1.0000000180025095e-35 -0.12077499999999998 0.084995000000000015 -0.012089999999999998 0.12113000000000002 0.08870500000000002 -0.039019999999999992 0.51307000000000014 -0.098524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 8 14 9 10 -1 -11 13 -7 17 16 -10 -2
right_child=7 -3 3 -5 5 12 -8 -9 15 11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0027542917848057133 0.001304426266460009 0.00049634256203064705 0.0018955180756858652 0.0010285488326109002 0.0012595508788182167 0.0023904353448723687 0.0027524057506311621 0.00041732646021429515 0.0022854732450020344 0.0015502479866545671 0.0022096401658384017 0.0021646200874125276 0.0017256839806417349 0.0017762151940135154 0.00064455267234051145 0.0016110473977934056 0.0018342952236208489 0.00098629453053966968
leaf_weight=63 59 56 82 85 65 98 63 86 65 54 1079 137 75 54 53 54 67 58
leaf_count=63 59 56 82 85 65 98 63 86 65 54 1079 137 75 54 53 54 67 58
internal_value=0 0.00204215 0.00208455 0.00145443 0.00214069 0.00185468 0.00219346 0.000798077 0.00217026 0.00220411 0.00223971 0.00199108 0.00202495 0.00217242 0.000990516 0.00192747 0.00205669 0.00114698
internal_weight=0 2097 2041 167 1874 292 1582 256 1519 1333 1142 191 227 152 170 186 132 117
internal_count=2353 2097 2041 167 1874 292 1582 256 1519 1333 1142 191 227 152 170 186 132 117
is_linear=0
shrinkage=0.00281635


Tree=2612
num_leaves=25
num_cat=0
split_feature=1 4 2 12 12 4 12 0 16 12 1 0 3 13 39 15 43 3 16 4 0 3 403 0
split_gain=88.8387 18.1291 14.4081 10.7249 8.83858 6.89279 4.5603 4.11971 3.49605 3.30049 2.73849 2.44977 2.73456 2.25604 1.82421 1.78041 1.38056 1.4787 1.34917 1.10277 1.00607 0.992613 0.541583 0.360549
threshold=0.104035 -0.17689999999999997 0.12454500000000002 0.054520000000000006 0.088745000000000004 0.049545000000000006 0.11589000000000001 -0.10490499999999998 -0.49181999999999998 0.099340000000000012 0.096630000000000008 -0.071844999999999978 0.084735000000000019 -0.086919999999999983 1.0000000180025095e-35 -0.044164999999999989 -0.11278499999999998 -0.10468499999999999 -0.10803999999999998 -0.088499999999999981 -0.096374999999999975 -0.076554999999999998 0.036225000000000007 -0.087404999999999997
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 4 10 8 6 13 -4 -3 -6 11 12 -1 20 -10 18 19 -18 -7 -15 -5 -19 23 -22
right_child=1 2 7 5 9 15 -8 -9 14 -11 -12 -13 -14 16 -16 -17 17 21 -20 -21 22 -23 -24 -25
leaf_value=0.0023476973797465577 0.0023573395762789776 0.0011341688944061308 0.00045190317172383104 0.002944052469167081 0.002147729735924515 0.0021556157946523761 0.0014544486643886076 -0.00056273338512214559 -8.7899611125587926e-05 0.0010810184532611118 0.0010749519584129993 0.0013342554556827579 0.0014792774135586268 0.0016635972698434737 0.00060924703155851225 0.0012219956625377933 0.002805259873244884 0.0023331861062200242 0.0015341385013874522 0.0022214404379901466 0.0024020844580119158 0.0020761369287950267 0.0022168387091146876 0.0026969014053402759
leaf_weight=82 54 60 55 55 52 69 55 102 66 52 69 77 54 56 68 54 52 707 58 75 67 169 52 93
leaf_count=82 54 60 55 55 52 69 55 102 66 52 69 77 54 56 68 54 52 707 58 75 67 169 52 93
internal_value=0 0.000719883 0.000525477 0.00213044 0.000911531 0.00222734 0.00229928 -0.000207084 0.00053442 0.00161468 0.00159361 0.00176147 0.00200312 0.0023343 0.000265638 0.00167828 0.00227214 0.0023129 0.00187204 0.00198322 0.0025807 0.00228363 0.00248628 0.00257365
internal_weight=0 509 455 1844 298 1562 1381 157 194 104 282 213 136 1326 134 181 1059 928 127 131 267 876 212 160
internal_count=2353 509 455 1844 298 1562 1381 157 194 104 282 213 136 1326 134 181 1059 928 127 131 267 876 212 160
is_linear=0
shrinkage=0.00298873


Tree=2613
num_leaves=27
num_cat=0
split_feature=1 52 2 2 12 2 0 150 12 12 12 0 2 16 51 0 0 15 16 52 0 12 50 52 43 1
split_gain=33.9613 7.65911 4.49023 8.61203 3.08174 3.04063 2.99155 2.50634 2.43629 2.2278 1.23515 1.16224 1.08375 0.891412 1.05151 1.08482 1.08594 1.62813 0.847022 0.762504 0.856127 0.755301 0.609691 0.972205 0.547243 0.309792
threshold=0.10335000000000001 -0.43706499999999993 0.11067500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.099675000000000014 -0.081444999999999976 0.10801000000000001 -1.0000000180025095e-35 -0.029844999999999997 0.095780000000000018 -0.07385499999999999 0.12358500000000001 -0.083104999999999984 0.10906 -0.026509999999999995 -0.076209999999999986 0.091570000000000012 -0.018199999999999997 0.074235000000000009 -0.061654999999999995 0.085005000000000011 0.08461500000000001 0.085235000000000019 -0.00067499999999999993 0.077300000000000021
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 -3 8 7 -5 13 -4 -7 11 -11 -10 21 15 16 18 -18 -15 20 -12 25 23 -23 -25 -1
right_child=1 2 4 6 -6 9 -8 -9 12 10 19 -13 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27
leaf_value=0.0026672481705701189 0.0022905257986579677 0.00071416380060076393 0.00059050715648796125 0.0014460213047804737 0.00010061745130924098 0.0012190037405364034 0.0024430070511417454 0.0015012829206402674 0.00093801492870630851 0.00248029896470846 0.0012931715097288885 0.0018731288615224302 0.0015586925588289911 0.0020333210304043642 0.0016783054119143951 0.0025423390106047617 0.0015234447205760779 0.0021785124365440727 0.0022566401539522805 0.0019903652599782612 0.0018609770530236117 0.0018797305927991416 0.0024160255202264483 0.002125795048705032 0.0024974744104813776 0.0023297103293808013
leaf_weight=56 54 100 98 57 52 52 60 58 52 58 52 66 58 304 53 59 72 76 371 76 52 99 98 100 65 55
leaf_count=56 54 100 98 57 52 52 60 58 52 58 52 66 58 304 53 59 72 76 371 76 52 99 98 100 65 55
internal_value=0 0.00118008 0.0010543 0.00138473 0.000778394 0.0020739 0.00195758 0.00213663 0.000947678 0.00181551 0.00191743 0.0021574 0.00126558 0.00216278 0.00210664 0.00213235 0.00210291 0.00186006 0.00215611 0.00175194 0.00157739 0.00227367 0.00220409 0.00212528 0.00227242 0.0025003
internal_weight=0 531 477 217 260 1822 117 1466 208 356 304 124 110 1408 935 882 823 148 675 180 104 473 362 264 165 111
internal_count=2353 531 477 217 260 1822 117 1466 208 356 304 124 110 1408 935 882 823 148 675 180 104 473 362 264 165 111
is_linear=0
shrinkage=0.00310948


Tree=2614
num_leaves=25
num_cat=0
split_feature=1 2 15 1 52 15 16 2 1 15 16 15 1 15 15 52 3 1 16 16 16 403 43 15
split_gain=52.5967 7.04947 8.08961 6.19588 7.35255 5.27812 3.82965 3.28582 1.82924 1.778 2.871 2.21424 1.61033 1.57157 2.25479 2.75591 2.45969 1.23351 1.14815 2.54934 1.04468 1.03332 0.987256 0.45616
threshold=0.11156000000000001 0.13880500000000004 -0.084629999999999997 0.096325000000000008 -0.51296999999999993 0.0056700000000000006 -0.014034999999999997 0.09857500000000001 0.10374500000000002 -0.075694999999999985 -1.0000000180025095e-35 -0.032264999999999995 0.14262000000000002 -0.11664999999999999 1.0000000180025095e-35 -0.014149999999999998 -0.097224999999999992 0.12072500000000001 -0.022939999999999999 -0.071854999999999988 0.21684500000000004 -0.53317999999999988 -0.04009999999999999 0.084785000000000013
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 8 13 -6 -9 -11 -12 -3 -1 16 -16 -15 -2 19 -18 -20 -17 -4 -23
right_child=1 12 22 4 5 -7 -8 9 -10 10 11 -13 -14 14 15 21 18 -19 20 -21 -22 23 -24 -25
leaf_value=0.0025942676221935336 0.0010863746264256151 0.00066834833788032401 0.0015487015854831569 0.0026183983788230125 0.0011404017197173561 0.0022601624686264692 0.00060055538715027322 0.00223863961637492 0.001860552252911912 0.0021582577601629966 0.0018358739055390836 0.0010561529710370529 -8.1173591977784162e-06 0.0015636052940163074 0.0029070857564701246 0.0019220546694294156 0.0021925237946920193 0.00056302620759662088 0.0023514931761042662 0.0014325704578431173 0.0019315877079916729 0.0024813364468802231 0.0021123228277290544 0.0022716256744453834
leaf_weight=102 66 64 52 61 54 56 53 101 64 92 67 55 53 67 62 64 124 86 235 52 63 108 52 500
leaf_count=102 66 64 52 61 54 56 53 101 64 92 67 55 53 67 62 64 124 86 235 52 63 108 52 500
internal_value=0 0.000946194 0.00121323 0.00212231 0.00173229 0.00149404 0.00124297 0.00218867 0.00153125 0.00192332 0.00177436 0.00148461 0.000361653 0.00224935 0.00222174 0.0023258 0.00208048 0.000790471 0.00215348 0.00196817 0.00226282 0.00227213 0.00183081 0.00230893
internal_weight=0 373 256 1980 288 227 171 1692 118 315 214 122 117 1377 1275 734 541 152 474 176 298 672 104 608
internal_count=2353 373 256 1980 288 227 171 1692 118 315 214 122 117 1377 1275 734 541 152 474 176 298 672 104 608
is_linear=0
shrinkage=0.00287267


Tree=2615
num_leaves=14
num_cat=0
split_feature=4 376 150 52 14 49 148 15 15 4 16 150 16
split_gain=47.3512 8.77189 5.81571 5.36806 4.57695 3.19897 3.69969 3.41909 3.60512 3.36414 1.83146 0.946908 1.03195
threshold=0.30163500000000004 0.080200000000000007 0.08926000000000002 -0.030899999999999997 0.076175000000000007 0.13128500000000001 -0.043434999999999994 0.022565000000000005 -0.045404999999999994 -0.095209999999999975 -0.14483499999999996 0.081245000000000026 -0.49996499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 8 -8 -9 11 12 -2
right_child=10 -3 3 -5 -6 -7 7 9 -10 -11 -12 -13 -14
leaf_value=0.0017254083950457237 0.00082301596917896253 0.001486865413523081 0.0013006299056189422 0.0023714631455684122 0.0032187495467369304 0.0018402975051425778 0.0025057765515030962 0.0033365507898878359 0.0021075196728522279 0.0025916731635968544 0.00062569727257481931 0.001514354947559444 0.0013274094188497013
leaf_weight=52 66 83 68 90 68 67 604 54 274 740 56 61 69
leaf_count=52 66 83 68 90 68 67 604 54 274 740 56 61 69
internal_value=0 0.00240306 0.00244074 0.00191079 0.00248577 0.00245792 0.00248191 0.00250541 0.00238153 0.00264237 0.00108499 0.00121606 0.00108104
internal_weight=0 2100 2017 158 1859 1791 1724 1672 878 794 252 196 135
internal_count=2352 2100 2017 158 1859 1791 1724 1672 878 794 252 196 135
is_linear=0
shrinkage=0.00287267


Tree=2616
num_leaves=17
num_cat=0
split_feature=4 39 2 4 2 52 2 2 48 39 14 2 2 156 1447 2
split_gain=57.6771 17.9914 8.04326 2.98023 4.008 2.73437 2.72639 2.76336 2.47458 1.87992 1.81855 1.3788 1.10843 0.858192 0.82372 0.784531
threshold=0.27161500000000005 0.081875000000000017 0.12051500000000002 -0.17689999999999997 0.10387 -0.059354999999999991 0.13673000000000005 0.093365000000000017 0.092680000000000026 0.089535000000000017 0.076175000000000007 0.11693000000000002 0.14062000000000005 0.092190000000000008 -0.086059999999999984 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 10 -6 7 -2 9 -3 14 -9 -4 -1 -5 -16
right_child=6 8 12 4 5 -7 -8 11 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=0.003000075745571186 0.00081146825820827809 0.0014102454661881491 0.0020062781286585541 0.0027845315734008379 0.0016903289483858137 0.0023780962774746202 0.00059930748947450041 0.0017733196251908589 0.0010649598637124803 0.0021206274916717618 0.0029688824813585155 0.0011902252761781091 0.0014491477198603742 0.0025797108665803602 0.0025157154027192438 0.0023627102303179618
leaf_weight=105 76 55 54 69 76 97 72 58 56 55 62 62 52 56 1012 335
leaf_count=105 76 55 54 69 76 97 72 58 56 55 62 62 52 56 1012 335
internal_value=0 0.00238489 0.00245891 0.00250134 0.00246693 0.00207612 0.00105058 0.0012162 0.00152948 0.0017657 0.00251265 0.0014723 0.00173324 0.00285404 0.00249266 0.00247768
internal_weight=0 2084 1918 1812 1651 173 268 196 166 110 1478 120 106 161 1416 1347
internal_count=2352 2084 1918 1812 1651 173 268 196 166 110 1478 120 106 161 1416 1347
is_linear=0
shrinkage=0.00270699


Tree=2617
num_leaves=25
num_cat=0
split_feature=4 39 2 0 376 2 4 0 2 0 4 4 0 42 2 4 403 160 2 2 4 403 47 42
split_gain=79.3183 24.3912 10.6523 6.92648 4.18245 4.98847 3.83858 4.04838 3.14842 3.03694 7.31416 2.20707 1.98091 1.87335 1.67205 2.48638 1.45913 1.1019 0.642965 0.567431 0.562667 0.480192 0.290071 0.155204
threshold=0.30163500000000004 0.081875000000000017 0.10859000000000001 -0.084114999999999981 0.083785000000000012 0.10124000000000001 -0.085629999999999984 -0.086224999999999982 0.12708000000000003 -0.10946999999999998 0.016695000000000005 0.0030100000000000001 -0.0076699999999999989 0.086125000000000021 0.09678500000000001 -0.13833499999999996 -0.082179999999999989 0.060610000000000004 0.10550500000000002 0.094120000000000023 -0.012089999999999998 -0.5268799999999999 0.09364500000000002 -0.088709999999999983
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 2 6 -4 5 -3 7 -1 13 10 -8 16 20 18 15 -9 21 -18 -2 22 -5 -11 -13 -17
right_child=8 4 3 12 -6 -7 9 14 -10 11 -12 19 -14 -15 -16 23 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0037352449790502592 0.0012421128909771728 0.0026163564772334409 0.0015304642719661523 0.0029014690042289122 0.001058446342719537 0.0013965164823787871 0.0016533335694676422 0.0023872683342243159 0.00058814613069807791 0.0024772230655599578 0.0029497766370867704 0.0028037922193367465 0.0020763702995929643 0.00080498903795451723 0.0033492894951523918 0.0029870874457595658 0.0029421114006521615 0.0032841896780554736 0.0016934480816204716 0.0023467123420289476 0.0025331004144748428 0.0027945821890021142 0.0025220652645402621 0.0032016953263426171
leaf_weight=78 52 55 75 78 60 56 60 65 94 56 90 80 52 52 78 76 665 90 54 59 65 153 54 55
leaf_count=78 52 55 75 78 60 56 60 65 94 56 90 80 52 52 78 76 665 90 54 59 65 153 54 55
internal_value=0 0.00271087 0.00280307 0.00227339 0.0016706 0.00200122 0.00288926 0.00315625 0.00100505 0.00281733 0.0024314 0.00286734 0.00255897 0.00125289 0.00299132 0.0028487 0.00292372 0.00298293 0.00147233 0.00258556 0.00273424 0.00270969 0.00269049 0.00307742
internal_weight=0 2100 1929 270 171 111 1659 352 252 1307 150 1157 195 158 274 196 964 755 106 193 143 209 134 131
internal_count=2352 2100 1929 270 171 111 1659 352 252 1307 150 1157 195 158 274 196 964 755 106 193 143 209 134 131
is_linear=0
shrinkage=0.00287267


Tree=2618
num_leaves=9
num_cat=0
split_feature=39 10 480 1348 40 482 15 159
split_gain=2.14492 1.71434 1.46627 1.38327 1.04252 0.959104 1.60401 0.992106
threshold=0.10076500000000001 -1.0000000180025095e-35 -0.068944999999999992 0.084895000000000012 -0.081029999999999977 0.093000000000000013 -0.43457999999999991 0.097495000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8
right_child=-2 2 3 -5 5 -7 7 -9
leaf_value=-0.00023996798885117412 -0.000672856621510167 0.0056239580419571609 0.0049543514766083674 -0.00082821094274858581 -0.0010486368005957962 0.0045438601744223562 0.0022932414103000055 0.0040970896393752376
leaf_weight=100 101 63 72 54 58 87 1676 141
leaf_count=100 101 63 72 54 58 87 1676 141
internal_value=0 0.00239813 0.00252087 0.00242714 0.00251367 0.00242399 0.00232552 0.00243334
internal_weight=0 2251 2151 2088 2034 1962 1875 1817
internal_count=2352 2251 2151 2088 2034 1962 1875 1817
is_linear=0
shrinkage=0.0206272


Tree=2619
num_leaves=25
num_cat=0
split_feature=1 4 3 14 12 3 3 1 16 150 12 15 16 16 15 3 3 3 4 12 481 133 4 483
split_gain=86.4695 14.6973 12.8884 4.99441 5.01191 3.72265 7.58579 3.51336 3.39994 3.28907 3.03321 1.6671 3.33932 1.39908 1.29382 2.93649 2.77536 1.59757 1.15903 0.984071 0.982474 0.808628 0.697385 0.476851
threshold=0.10141500000000002 0.50373500000000015 -0.049204999999999992 0.062655000000000016 0.077755000000000005 0.0075150000000000008 0.25468500000000005 0.13075500000000004 0.051380000000000002 0.084120000000000014 0.10184000000000001 -0.089734999999999995 0.15454000000000004 -0.019749999999999993 1.0000000180025095e-35 -0.10919499999999999 -0.095119999999999996 -0.07964499999999998 0.0015850000000000003 0.092255000000000018 -0.08452999999999998 -0.00027499999999999996 -0.065454999999999985 -1.0000000180025095e-35
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 8 4 9 13 -7 -3 -2 11 14 -1 -13 -4 15 -6 -16 23 22 -19 -18 -22 -12 -17
right_child=1 7 5 -5 10 6 -8 -9 -10 -11 18 12 -14 -15 16 17 20 19 -20 -21 21 -23 -24 -25
leaf_value=0.003302455430388593 0.0023274221092307286 0.0016343967612688771 0.0016856991430366252 0.0038821042672618085 0.0024853508916218652 0.0025593664388484419 0.001340487382325407 0.00070358256161764422 0.003099809971821603 0.0021111102965969855 0.0027533271434819107 0.0022887062378828364 0.0032178415383346984 0.0010564113079132322 0.0038305702974519512 0.0035365113586937917 0.0028758067962783825 0.0031776718177320092 0.002522061112230745 0.0026890769097829099 0.0033715421592196643 0.0031489197168924235 0.003169776232593641 0.0032416670529454919
leaf_weight=59 89 54 55 70 52 93 72 80 93 53 57 66 58 58 73 53 53 64 61 70 332 223 78 336
leaf_count=59 89 54 55 70 52 93 72 80 93 53 57 66 58 58 73 53 53 64 61 70 332 223 78 336
internal_value=0 0.00190017 0.00213934 0.00314321 0.00311255 0.0017576 0.00202767 0.00107891 0.00272227 0.00273099 0.00317455 0.00291035 0.00272354 0.00136297 0.00322558 0.00312626 0.0033094 0.00318993 0.00284739 0.00292266 0.00324677 0.00328215 0.00299417 0.00328192
internal_weight=0 594 460 1758 1688 278 165 134 182 236 1452 183 124 113 1256 575 681 523 196 134 608 555 135 389
internal_count=2352 594 460 1758 1688 278 165 134 182 236 1452 183 124 113 1256 575 681 523 196 134 608 555 135 389
is_linear=0
shrinkage=0.00281635


Tree=2620
num_leaves=30
num_cat=0
split_feature=3 3 15 150 3 3 16 15 3 15 3 13 13 12 16 51 13 13 16 16 3 157 13 133 133 159 157 12 51
split_gain=64.2434 21.3661 14.5918 5.50606 5.89337 7.31695 5.46336 3.35677 8.69793 3.20478 3.02537 6.90595 2.89902 2.37306 1.70636 1.44835 1.11134 0.959611 0.95146 0.881389 0.694269 0.728953 0.653895 0.5878 0.539706 0.482404 0.479324 0.321947 0.165746
threshold=-0.06340999999999998 0.16158000000000003 -0.40312499999999996 0.087675000000000017 -0.0053599999999999993 0.10812000000000001 -0.24900499999999998 0.029300000000000003 -0.14070999999999997 -1.0000000180025095e-35 -0.097224999999999992 0.084330000000000016 -0.016469999999999995 0.087645000000000015 -0.052894999999999991 0.081440000000000026 -0.42334499999999992 -0.085164999999999977 -0.040964999999999994 0.0031900000000000006 -0.074479999999999977 -0.082934999999999995 0.0052200000000000015 0.08517000000000001 -0.016949999999999996 -0.027939999999999996 -0.078064999999999982 0.09112000000000002 -0.020604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 14 9 12 10 -9 -6 11 -8 -1 23 -4 17 -3 24 22 -16 21 -15 -19 -12 -10 -20 -25 -23 -13
right_child=1 16 3 -5 5 -7 7 8 15 -11 13 28 -14 20 19 -17 -18 18 25 -21 -22 27 -24 26 -26 -27 -28 -29 -30
leaf_value=0.0024879702188076174 0.00078684410666511639 0.00084246212595129647 0.0022337133416914542 0.0014438205327758275 0.0025484782586989063 0.0017119620315485409 0.0017346078573801365 0.0039892453763941283 0.0029115866292823531 0.0033974122389245709 0.0031234782178911017 0.002688234237341118 0.0016413507786357312 0.0023325612359880168 0.0014376013647595727 0.0023541298704574682 0.00029141482252157921 0.0029046106954061304 0.0027606158429100019 0.0019240685897271108 0.0023184990853229778 0.0025842440318225904 0.002598897550666062 0.0029949359308586955 0.003285283680139508 0.0023998501536475394 0.0026795863583348096 0.0028063848929429673 0.0029271057983948443
leaf_weight=85 79 62 68 85 85 57 88 53 83 61 88 52 52 52 62 53 55 339 57 58 70 99 69 77 52 66 83 124 52
leaf_count=85 79 62 68 85 85 57 88 53 83 61 88 52 52 52 62 53 55 339 57 58 70 99 69 77 52 66 83 124 52
internal_value=0 0.0016778 0.0019084 0.00209447 0.00223584 0.00256899 0.00270707 0.00275458 0.00288684 0.00290338 0.00262448 0.00231616 0.00216685 0.00272425 0.00187596 0.00280553 0.00058368 0.00284141 0.00278686 0.00167298 0.00257249 0.00263704 0.00285298 0.00293525 0.00305575 0.00256728 0.00283154 0.0027079 0.00280796
internal_weight=0 672 555 476 391 203 1694 1557 772 146 785 192 137 593 188 719 117 666 531 120 345 275 408 248 135 123 160 223 104
internal_count=2366 672 555 476 391 203 1694 1557 772 146 785 192 137 593 188 719 117 666 531 120 345 275 408 248 135 123 160 223 104
is_linear=0
shrinkage=0.00281635


Tree=2621
num_leaves=25
num_cat=0
split_feature=1 3 16 1 2 15 0 15 0 15 156 47 0 2 3 13 3 0 42 13 3 16 13 1
split_gain=38.5807 8.57569 3.96378 3.69321 2.79761 2.68956 2.39347 2.01761 3.14861 1.71186 2.83204 1.60939 1.77286 1.43161 1.27812 1.56054 0.830664 0.810733 0.751618 0.436519 0.421815 0.382677 0.369965 0.264727
threshold=0.10471500000000002 -0.063074999999999978 -0.28430999999999995 0.13630500000000004 0.11366500000000002 -0.032264999999999995 -0.065794999999999979 -0.026169999999999995 -0.14822499999999997 -0.045404999999999994 0.050840000000000003 1.0000000180025095e-35 -0.14151499999999997 0.090715000000000004 -0.14162499999999997 -0.095574999999999979 -0.080884999999999985 -0.083554999999999977 0.090395000000000017 -0.0063399999999999993 -0.081644999999999981 -0.0090499999999999973 -0.078114999999999976 0.082265000000000019
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=4 2 -2 11 7 -6 -5 9 -9 10 13 12 -3 20 -10 -16 -15 21 -4 -19 -1 -17 -18 -22
right_child=1 3 18 6 5 -7 -8 8 14 -11 -12 -13 -14 16 15 17 22 19 -20 -21 23 -23 -24 -25
leaf_value=0.0025938480894651594 0.0013891432025625347 0.0016850144593869676 0.0025841818509855165 0.0012314657645705329 0.0024050252506540217 0.0015957681657121608 0.00035389093689726825 0.003200102240766718 0.0028635232497940849 0.0018278248298450475 0.0029294269296081484 0.0018708978315160329 0.0010670380109588453 0.0023830561948424618 0.0019814829279758204 0.0025606593976866942 0.0021934267253753601 0.0023657254922894184 0.0021087090489211144 0.0025391434882354384 0.0024936882462496136 0.0028021883409460307 0.0018837730367460375 0.002240485048636452
leaf_weight=103 53 66 61 54 78 65 53 59 79 54 70 60 102 72 53 294 54 350 56 206 65 74 95 90
leaf_count=103 53 66 61 54 78 65 53 59 79 54 70 60 102 72 53 294 54 350 56 206 65 74 95 90
internal_value=0 0.00151906 0.00205535 0.00124682 0.00243244 0.0020374 0.000797072 0.0024653 0.00253946 0.00232813 0.00237729 0.00145774 0.00131 0.00229653 0.00250252 0.00247329 0.00212238 0.00250147 0.00235687 0.00243003 0.00244559 0.00260931 0.00199621 0.00234687
internal_weight=0 505 170 335 1861 143 107 1718 1115 603 549 228 168 479 1056 977 221 924 117 556 258 368 149 155
internal_count=2366 505 170 335 1861 143 107 1718 1115 603 549 228 168 479 1056 977 221 924 117 556 258 368 149 155
is_linear=0
shrinkage=0.00293013


Tree=2622
num_leaves=28
num_cat=0
split_feature=4 14 1 34 12 3 39 3 160 16 12 16 16 43 4 47 12 4 43 403 15 12 3 4 3 12 484
split_gain=2.49238 1.64274 1.40577 1.30197 1.04955 1.79647 1.70056 1.52072 0.753851 1.27642 1.16224 0.990885 1.1636 0.911993 0.62694 0.578471 0.740232 0.580978 0.551419 0.397597 0.367132 0.380503 0.438187 0.430501 0.335617 0.532004 0.196559
threshold=0.51400500000000016 -1.0000000180025095e-35 0.089710000000000026 -1.0000000180025095e-35 0.089125000000000024 -0.0042999999999999991 0.084845000000000018 0.11745500000000002 -0.020839999999999994 0.0086100000000000013 0.087745000000000004 -0.0090499999999999973 0.11346000000000002 -0.081204999999999986 -0.011694999999999999 0.091680000000000011 0.093670000000000017 -0.050094999999999994 -0.00045499999999999995 -0.016149999999999994 0.11054000000000001 0.090840000000000018 -0.087414999999999979 -0.00045499999999999995 -0.085374999999999993 0.088055000000000008 0.056325000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 6 -5 -7 9 13 11 18 -13 14 -3 16 -6 -18 19 -10 21 22 -12 -23 -15 -26 -16
right_child=-2 2 3 4 15 7 -8 -9 10 -11 20 12 -14 24 26 -17 17 -19 -20 -21 -22 23 -24 -25 25 -27 -28
leaf_value=0.0070607983589774312 -0.0012336730458203107 0.0071596037083381282 0.0064344420571060554 -0.004065675331008831 0.0060828302073419275 0.005260763175423018 0.0019162827485074911 0.00042733489732307958 0.0040042054095881865 -0.00027684443763536501 0.0012441460592767808 0.0088679795446167751 0.0041340207740295813 0.00051459510599802857 0.0050005186588116578 0.001303697091226489 0.0039637642086405743 0.00058758526340338521 0.0026404793532624027 0.0062694091892506118 0.0015438571521018849 0.0049127679285915667 0.0037878715938103355 0.0027095013612947337 0.0048530025645825538 0.0015047551428402318 0.002753252143440956
leaf_weight=93 79 62 54 73 74 89 63 97 113 72 78 95 61 53 53 86 112 54 90 110 62 230 128 88 62 75 60
leaf_count=93 79 62 54 73 74 89 63 97 113 72 78 95 61 53 53 86 112 54 90 110 62 230 128 88 62 75 60
internal_value=0 0.00358437 0.00343688 0.00245111 0.00211873 0.00103688 -0.00129253 0.00274164 0.00390051 0.00296646 0.00428714 0.00527831 0.00701871 0.00360701 0.00499822 0.00318642 0.00385988 0.00286721 0.00440998 0.00512285 0.00349338 0.00372351 0.0028261 0.00430395 0.00232414 0.0030221 0.0038098
internal_weight=0 2287 2194 702 648 322 136 186 1492 437 1055 469 156 365 175 326 240 166 313 223 586 524 206 318 190 137 113
internal_count=2366 2287 2194 702 648 322 136 186 1492 437 1055 469 156 365 175 326 240 166 313 223 586 524 206 318 190 137 113
is_linear=0
shrinkage=0.0266834


Tree=2623
num_leaves=9
num_cat=0
split_feature=15 1446 43 132 1 132 34 1374
split_gain=1.08207 1.09849 1.34112 1.07568 2.37125 1.52888 1.2977 0.806351
threshold=-0.52461999999999986 0.10734500000000001 -0.50504499999999986 0.10948500000000001 0.13712000000000005 0.092880000000000004 -1.0000000180025095e-35 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=-0.0006792877847602018 0.0062902797401810789 -0.00071341389585802089 0.0059855092536882683 0.0050517749427259079 -0.0016125485991612448 -0.0010588971398467345 0.0025101969472337881 0.005319301675710447
leaf_weight=57 53 54 63 89 75 60 1858 57
leaf_count=57 53 54 63 89 75 60 1858 57
internal_value=0 0.00255716 0.00263559 0.00254751 0.00244191 0.00259124 0.00270209 0.00259394
internal_weight=0 2309 2255 2202 2113 2038 1978 1915
internal_count=2366 2309 2255 2202 2113 2038 1978 1915
is_linear=0
shrinkage=0.0232295


Tree=2624
num_leaves=18
num_cat=0
split_feature=4 14 1 376 1 0 15 2 4 0 4 1 4 4 12 0 12
split_gain=1.36605 1.23677 0.920093 1.34537 1.01516 0.795233 1.15134 0.944472 0.702436 0.677843 0.743714 0.672226 0.473788 1.51593 0.574346 1.14953 0.290646
threshold=0.51400500000000016 -1.0000000180025095e-35 0.089710000000000026 0.083960000000000021 0.091145000000000018 -0.086034999999999986 -0.085064999999999988 0.097220000000000015 -0.17689999999999997 0.040035000000000008 -0.13833499999999996 0.10871500000000002 0.036620000000000007 0.066275000000000014 0.081095000000000014 -0.095869999999999983 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 7 -7 -6 -8 10 -3 -9 14 -14 -12 -16 -15
right_child=-2 2 3 -5 5 6 8 11 -10 -11 12 -13 13 16 15 -17 -18
leaf_value=0.0048872689202427121 -0.00095793391417862007 0.005334435494182257 -0.0014696089712384064 -0.0020352636210726536 0.0031103283230910265 0.0055681803772122699 0.0038439673829466807 -0.0023679148487832226 0.0013391411982224622 0.00031694606290682571 0.00048149404654680207 0.000962227377625892 -0.0011076965974366206 0.0043218982868162368 0.0058462042712923842 0.0025689648169749087 0.0020304698607133227
leaf_weight=93 79 52 52 59 70 63 88 53 222 81 66 95 82 55 64 1019 73
leaf_count=93 79 52 52 59 70 63 88 53 222 81 66 95 82 55 64 1019 73
internal_value=0 0.00220896 0.00209532 0.0013871 0.00170152 0.00198096 0.00264574 0.000842363 0.002051 0.00242838 0.00254941 -0.000228614 0.00244265 0.00140523 0.00263204 0.00276287 0.00301704
internal_weight=0 2287 2194 702 643 591 373 218 310 1492 1411 148 1359 210 1149 1083 128
internal_count=2366 2287 2194 702 643 591 373 218 310 1492 1411 148 1359 210 1149 1083 128
is_linear=0
shrinkage=0.0236941


Tree=2625
num_leaves=20
num_cat=0
split_feature=4 16 14 16 1 52 52 4 12 3 52 0 0 1447 1447 4 12 4 0
split_gain=1.52058 1.31111 2.72446 1.15856 1.61271 3.02029 1.29354 1.2713 1.09972 1.01293 0.952789 0.855662 1.77164 1.39519 1.53686 0.881042 0.719964 0.692198 0.662991
threshold=0.26790000000000008 -0.49181999999999998 -0.42214499999999994 0.51303500000000013 0.104035 -0.081804999999999989 -0.14715499999999998 -0.0070549999999999996 -0.029844999999999997 -0.082064999999999985 0.51625500000000002 -0.10566999999999999 -0.14216999999999999 -0.080289999999999986 -0.086219999999999977 0.055260000000000011 0.087545000000000026 -0.008114999999999999 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 4 6 -6 9 -7 -2 16 11 12 17 14 -13 -15 -1 -8 -5
right_child=1 2 -4 18 5 7 10 -9 -10 -11 -12 13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0064194012583852367 0.0038143739499985202 0.0021550569411671397 -0.003929417393332392 0.0051699789038930676 -0.0038050095947705291 0.0036731806062016412 0.0032623427344997302 -0.00018742988282996242 -1.1149534756247172e-05 0.0015472566988369608 0.0042010423937792595 0.0019439047363814343 -0.0030659806673768914 0.0019579213915947866 -0.0025699304184523711 -0.00061729870711102908 0.003087256196040159 -6.0260567029516923e-05 0.0020331117214517904
leaf_weight=52 52 54 82 61 70 66 53 88 92 85 56 63 56 1098 71 62 65 58 59
leaf_count=52 52 54 82 61 70 66 53 88 92 85 56 63 56 1098 71 62 65 58 59
internal_value=0 -2.96173e-05 -0.00151187 0.00162195 0.00149784 -0.000180422 0.00171666 0.00146566 0.00136873 0.00329924 0.00150578 0.00140232 -1.36878e-05 0.00158524 -0.000446078 0.00182009 0.00457013 0.00152418 0.00362956
internal_weight=0 280 136 2063 1943 224 1719 154 144 202 1517 1461 167 1294 134 1160 117 111 120
internal_count=2343 280 136 2063 1943 224 1719 154 144 202 1517 1461 167 1294 134 1160 117 111 120
is_linear=0
shrinkage=0.0210397


Tree=2626
num_leaves=16
num_cat=0
split_feature=51 1 43 13 12 9 50 3 2 2 4 1 475 43 13
split_gain=1.16907 1.17467 1.04736 1.42475 2.74152 1.07226 0.830838 1.21158 2.31037 0.865499 1.24937 1.11149 0.686048 0.63872 0.307748
threshold=-0.41109999999999997 0.14787500000000001 0.085460000000000022 -0.099039999999999975 0.08073000000000001 -1.0000000180025095e-35 0.083090000000000011 -0.10175499999999998 0.10124000000000001 0.088095000000000021 -0.014854999999999998 0.088950000000000015 -0.086279999999999982 0.15260500000000002 -0.04917499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 -7 11 -11 -8 -9 -4 -15
right_child=1 -3 13 5 -6 6 9 12 -10 10 -12 -13 -14 14 -16
leaf_value=0.0044177066038766019 0.0022145246211976131 -0.0023370909613715588 0.005051984045974147 -0.0018546916319893113 -0.005207308108435481 0.0017650858358118798 8.5557166975417347e-05 0.004178957196884066 -0.003627732184680051 0.0071060271844452941 0.0020986929939438609 0.0034750016396246468 0.0013597960842277627 0.0033614726412042727 0.0012625733439260208
leaf_weight=75 62 53 63 61 59 110 128 55 86 52 73 109 1182 74 101
leaf_count=75 62 53 63 61 59 110 128 55 86 52 73 109 1182 74 101
internal_value=0 0.00128789 0.00137474 0.00118853 -0.00140221 0.00135757 0.00146688 0.00119997 -0.000599808 0.00252275 0.00418385 0.00164553 0.00148536 0.00292046 0.00215161
internal_weight=0 2268 2215 1977 121 1856 1795 1433 196 362 125 237 1237 238 175
internal_count=2343 2268 2215 1977 121 1856 1795 1433 196 362 125 237 1237 238 175
is_linear=0
shrinkage=0.0246514


Tree=2627
num_leaves=18
num_cat=0
split_feature=4 2 3 12 2 4 52 12 2 3 133 2 456 16 3 2 15
split_gain=45.1597 15.6889 9.87445 5.86123 4.20298 2.8066 2.7464 2.44302 2.43662 1.73379 1.49031 1.44898 1.33487 1.29297 1.27394 0.616851 0.528372
threshold=0.27161500000000005 0.10859000000000001 -0.055839999999999994 -0.077034999999999978 0.14530500000000005 -0.17689999999999997 -0.064819999999999989 0.085425000000000015 0.10244500000000002 0.09037000000000002 0.085650000000000018 -1.0000000180025095e-35 0.086265000000000022 0.41484500000000007 -0.13392999999999997 0.11517500000000001 -0.011859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 10 11 7 -4 -5 9 12 -1 -2 14 -3 -7 -13 -14
right_child=4 2 6 5 -6 8 -8 -9 -10 -11 -12 15 16 -15 -16 -17 -18
leaf_value=0.0015694531986522949 0.00038302882843720446 0.0014587752269483879 0.00022540084352060808 0.0026829542558680442 -0.00015757987463276959 0.0022587769998872881 0.0010099559788056881 0.0018908954517081276 0.0013442004602480337 0.0014185545145889613 0.00091403673482705295 0.0011172762125555115 0.0024467030374191118 0.0019648196001306531 0.0018877013322879947 0.00074034383700237179 0.0020407389593425163
leaf_weight=58 67 102 65 70 53 79 78 56 62 54 53 56 52 67 1226 92 53
leaf_count=58 67 102 65 70 53 79 78 56 62 54 53 56 52 67 1226 92 53
internal_value=0 0.00178097 0.00119858 0.00188402 0.000552315 0.00192615 0.00065355 0.00233117 0.00189269 0.0019159 0.00125678 0.000727452 0.00193492 0.00165957 0.00191019 0.00088317 0.00224207
internal_weight=0 2075 312 1763 268 1652 143 126 1526 1464 111 215 1410 169 1305 148 105
internal_count=2343 2075 312 1763 268 1652 143 126 1526 1464 111 215 1410 169 1305 148 105
is_linear=0
shrinkage=0.00281635


Tree=2628
num_leaves=25
num_cat=0
split_feature=52 0 42 4 2 1 52 1 16 13 481 3 403 3 2 3 403 42 2 51 157 3 42 42
split_gain=1.26552 1.2878 3.64008 2.53707 0.95305 1.55176 2.32483 2.17213 1.43984 1.81388 1.3593 1.1039 0.786315 0.654666 0.629144 0.555789 0.547899 0.580608 0.509427 0.604534 0.306601 0.434836 0.282201 0.122442
threshold=-0.53937999999999986 0.0037850000000000002 0.077855000000000021 -0.26545999999999997 0.08647500000000001 0.083555000000000018 -0.086814999999999989 0.13539000000000004 -0.34140499999999996 -0.015169999999999998 -0.083994999999999986 0.0037100000000000002 -0.016149999999999994 -0.096749999999999989 0.099450000000000024 -0.086574999999999985 -0.40578999999999993 0.084580000000000016 0.11084500000000001 0.055195000000000008 -0.07928499999999998 -0.083914999999999976 0.087130000000000027 0.09202500000000001
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=14 4 3 -3 10 18 -7 8 -8 -10 -2 12 16 -14 -1 -15 -12 -18 19 20 -6 -22 -21 -20
right_child=1 2 -4 -5 5 6 7 -9 9 -11 11 -13 13 15 -16 -17 17 -19 23 22 21 -23 -24 -25
leaf_value=0.0051570498391264484 -0.0012906369244462801 -3.9677320406465411e-05 0.004097003998684472 -0.0064452271782500367 0.0021871616025462524 -0.0038388935187167995 0.0017452511311688815 0.004033432165735258 -0.0050912546280427089 7.1703422134272471e-05 0.0030141763848656137 -0.00084544497991341397 0.0050800684256788612 0.00079723360908940928 0.0020388398456216007 0.0029187998918458738 0.0014645641062156606 -0.0013285433126038434 0.0034885698534594172 0.0036900994376351235 0.0015885355761432189 0.00018786293668690505 0.0014496786353665021 0.0020055294049276121
leaf_weight=56 64 72 55 54 78 75 90 69 54 91 68 59 58 75 77 352 129 52 61 62 170 317 52 53
leaf_count=56 64 72 55 54 78 75 90 69 54 91 68 59 58 75 77 352 129 52 61 62 170 317 52 53
internal_value=0 0.00110998 -0.000693723 -0.0027868 0.001271 0.000856822 -0.000317846 0.000550049 -0.000471717 -0.00184941 0.00183713 0.00208986 0.00232613 0.00285017 0.00335356 0.00254672 0.00130445 0.000660807 0.00141853 0.00118605 0.000886157 0.000677294 0.00267024 0.00280118
internal_weight=0 2210 181 126 2029 1172 379 304 235 145 857 793 734 485 133 427 249 181 793 679 565 487 114 114
internal_count=2343 2210 181 126 2029 1172 379 304 235 145 857 793 734 485 133 427 249 181 793 679 565 487 114 114
is_linear=0
shrinkage=0.0223275


Tree=2629
num_leaves=21
num_cat=0
split_feature=1 52 52 4 14 13 39 12 12 49 2 4 15 16 160 403 15 16 474 49
split_gain=52.7529 13.7102 7.00449 5.44141 4.75714 4.65893 4.60412 4.39769 3.16509 2.93861 2.3808 1.51094 1.50505 1.70568 1.48065 2.19206 1.48206 1.31248 0.881443 0.633671
threshold=0.104035 -0.41304999999999997 -0.08130999999999998 0.24099500000000004 0.062655000000000016 -0.10899499999999999 0.089130000000000015 0.054520000000000006 0.11685000000000002 0.082865000000000008 0.10028500000000001 -9.4999999999999992e-05 -0.044164999999999989 -0.10346499999999999 -0.012955 -0.085464999999999985 -0.049279999999999997 -0.095229999999999995 0.088125000000000009 0.082565000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 -4 12 9 14 10 11 -1 13 -7 15 -9 19 -18 -17 -16
right_child=1 2 5 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 16 18 17 -19 -20 -21
leaf_value=0.0020966680873557224 0.003054790444999254 0.00057952886077617999 0.0010129639777562913 0.0017682146939853596 0.0035440772763105817 0.0018646255783777985 0.0011061803995738361 0.0020585734657891709 0.0020487054297422852 0.0029691346510168064 0.0015634366446031407 0.0027673634967709552 0.0016251894314835448 0.0025516736286902006 0.0024131344343260087 0.0026653872650751736 0.0024696885066932189 0.0029643765620320185 0.00310537599881258 0.0027666193743384466
leaf_weight=89 54 83 103 59 67 71 71 55 58 52 52 52 63 70 82 332 57 690 52 131
leaf_count=89 54 83 103 59 67 71 71 55 58 52 52 52 63 70 82 332 57 690 52 131
internal_value=0 0.00157189 0.00139812 0.00269876 0.00272978 0.00157778 0.0017892 0.00269771 0.00276264 0.00231143 0.00213405 0.00234425 0.00202676 0.00220595 0.00279221 0.00264163 0.00286104 0.00292667 0.00272506 0.00263069
internal_weight=0 515 461 1828 1769 378 275 1702 1457 245 193 141 204 141 1399 439 960 747 384 213
internal_count=2343 515 461 1828 1769 378 275 1702 1457 245 193 141 204 141 1399 439 960 747 384 213
is_linear=0
shrinkage=0.00310948


Tree=2630
num_leaves=14
num_cat=0
split_feature=4 52 0 15 475 157 10 52 0 15 0 4 0
split_gain=2.38588 1.37231 1.62022 1.7452 1.21082 1.91126 1.53366 1.23301 1.36037 1.04885 1.96007 0.999687 0.48274
threshold=0.24099500000000004 0.12371000000000001 -0.11169999999999998 -0.42759999999999992 0.062280000000000009 -0.10151999999999999 -0.0087699999999999983 0.51400500000000016 -0.16242999999999996 0.083815000000000014 -0.11912999999999999 -0.050564999999999992 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 -4 5 -1 -7 8 -8 10 -10 -11 -2
right_child=1 -3 3 -5 -6 6 7 -9 9 11 -12 -13 -14
leaf_value=-0.0024524993897398085 -0.00046703528584417822 0.0027150307409591211 -4.1524584258890852e-05 -0.0052415515723356213 0.0051092961833609099 0.0054919105415395762 0.0046429591272169413 -0.0015784438561202759 -0.0016909999715957556 0.0019777158635912624 0.0014829598428878548 0.0048216411275183585 0.0024276607276865602
leaf_weight=58 70 59 62 73 53 55 80 60 114 675 875 71 52
leaf_count=58 70 59 62 73 53 55 80 60 114 675 875 71 52
internal_value=0 -0.00041606 -0.00113582 -0.00285519 0.00170991 0.00161916 0.00174165 0.00163151 0.00173776 0.00160366 0.00111686 0.00224871 0.000764777
internal_weight=0 316 257 135 2041 1988 1930 1875 1815 1735 989 746 122
internal_count=2357 316 257 135 2041 1988 1930 1875 1815 1735 989 746 122
is_linear=0
shrinkage=0.0227741


Tree=2631
num_leaves=22
num_cat=0
split_feature=2 2 2 12 0 14 0 12 13 1446 2 0 0 16 52 52 52 52 16 16 0
split_gain=40.4562 17.7423 10.2294 5.6982 4.74418 3.79754 3.41595 2.60273 2.30538 2.187 2.15103 1.87157 1.54626 1.45456 1.35812 0.948188 0.942242 1.80666 0.642274 0.557312 0.414668
threshold=0.13673000000000005 -1.0000000180025095e-35 0.09857500000000001 0.087615000000000012 0.0037850000000000002 0.062655000000000016 -0.10891999999999999 0.09141500000000001 -0.089024999999999979 0.088500000000000009 0.10981000000000002 -0.14454499999999995 -0.064539999999999986 -0.070064999999999975 0.11110500000000002 0.0074400000000000013 -0.45478499999999994 0.024560000000000002 -0.040484999999999993 -0.067914999999999989 -0.14151499999999997
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 4 5 10 -1 6 11 9 -2 14 20 -3 15 -12 -8 -9 -5 -18 -10 -19 -4
right_child=8 2 3 16 -6 -7 7 12 18 -11 13 -13 -14 -15 -16 -17 17 19 -20 -21 -22
leaf_value=0.0015163438102195484 0.00013770908794055511 0.0020905292736460141 0.0015914930388745562 0.0023753318727548741 0.00043610447936930335 0.0029529166175056355 0.0023773082347694338 0.0020376544407404345 0.0010669139510995787 0.0029116851807926818 0.0014990788397733646 0.0013923242111494221 0.0016954752701116859 0.00089140541625845528 0.0019590606675156928 0.0023362276739813349 0.0017051019668017768 0.0024603303774273911 0.00062324438898555287 0.0020531876342863042 0.0019376885576163835
leaf_weight=89 56 78 52 75 54 66 754 188 57 60 83 54 65 54 71 170 96 53 52 62 68
leaf_count=89 56 78 52 75 54 66 754 188 57 60 83 54 65 54 71 170 96 53 52 62 68
internal_value=0 0.00208738 0.00215567 0.00181737 0.00110864 0.00227763 0.00224666 0.00229119 0.000612096 0.00238005 0.00150651 0.00180513 0.00210521 0.00125978 0.00234135 0.00217952 0.0020966 0.00199738 0.000855536 0.00224109 0.00178793
internal_weight=0 2192 2049 543 143 1506 1440 1308 165 885 257 132 423 137 825 358 286 211 109 115 120
internal_count=2357 2192 2049 543 143 1506 1440 1308 165 885 257 132 423 137 825 358 286 211 109 115 120
is_linear=0
shrinkage=0.00287267


Tree=2632
num_leaves=24
num_cat=0
split_feature=4 12 2 2 2 4 4 14 14 16 2 12 4 151 2 456 159 12 160 16 12 4 484
split_gain=47.5511 14.8134 5.68484 5.60912 5.2818 4.15176 3.92294 3.17051 2.64614 4.86523 2.63745 1.87535 1.6349 1.40989 1.11659 1.10127 0.798573 0.895578 0.7656 0.976436 0.543633 0.535218 0.273618
threshold=0.30163500000000004 0.054520000000000006 0.12708000000000003 0.10981000000000002 -0.0091949999999999983 -0.057539999999999994 -0.0045949999999999993 0.076175000000000007 -0.42214499999999994 -0.49181999999999998 0.09036000000000001 0.090255000000000016 0.053455000000000009 -0.083694999999999978 0.11756000000000001 0.085215000000000013 -0.025079999999999995 0.083885000000000015 -0.35906499999999991 -0.083479999999999985 0.097060000000000021 0.41696500000000003 -0.076559999999999975
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=1 3 7 4 -1 -6 -7 11 -2 21 -8 13 18 15 -5 -3 22 -18 -13 -20 -14 -10 -15
right_child=8 2 -4 14 5 6 10 -9 9 -11 -12 12 20 16 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=0.0011830391758082749 0.0014726302589151514 0.001899025498658741 0.00145092449150015 0.00095632883262718833 0.0026995716466110412 0.0012715316773554395 0.0026869680888674322 0.0031703751066187282 0.00088109492483488599 0.00011621817821133144 0.0017748813842095078 0.0021070670571045626 0.0021876195717329249 0.0029854914573153187 0.00152084100949655 0.0024867593020315433 0.0021763912057018932 0.0025776079906414742 0.0027352578080382731 0.0023726339460587551 0.00178141206381353 0.0012937767649232809 0.0026677755737849742
leaf_weight=55 55 52 52 53 96 56 58 54 52 72 56 79 67 52 78 65 56 536 79 464 55 63 52
leaf_count=55 55 52 52 53 96 56 58 54 52 72 56 79 67 52 78 65 56 536 79 464 55 63 52
internal_value=0 0.00229459 0.00242505 0.00181454 0.0020274 0.00220187 0.00192063 0.00245647 0.000895797 0.00072597 0.00223921 0.00243169 0.00232274 0.00253136 0.00129269 0.00222582 0.00258267 0.00253971 0.00238506 0.00242545 0.00200475 0.00110745 0.00282694
internal_weight=0 2115 1663 452 321 266 170 1611 242 187 114 1557 744 813 131 117 696 592 622 543 122 115 104
internal_count=2357 2115 1663 452 321 266 170 1611 242 187 114 1557 744 813 131 117 696 592 622 543 122 115 104
is_linear=0
shrinkage=0.00298873


Tree=2633
num_leaves=26
num_cat=0
split_feature=4 2 13 49 15 2 4 4 43 4 15 4 15 51 4 15 4 51 150 15 49 1209 49 42 4
split_gain=69.0841 16.6831 11.3179 5.15509 4.84447 4.3558 3.74994 3.25104 3.68809 2.29212 1.95634 4.60491 2.79749 2.59996 2.52454 5.76116 1.5255 1.29891 1.11565 0.90574 0.902102 0.896564 0.813106 0.60409 0.581465
threshold=0.30163500000000004 0.10981000000000002 -0.23438999999999996 -0.014869999999999998 -0.42443999999999993 0.13880500000000004 0.41939500000000002 -0.033449999999999987 -0.017259999999999998 0.59999500000000017 0.016500000000000004 -0.097514999999999977 -0.081479999999999983 0.080335000000000018 -0.16772499999999999 -0.006494999999999999 -0.031874999999999994 -0.085434999999999983 0.085210000000000022 -0.14765999999999999 0.097085000000000019 0.083050000000000013 0.093945000000000015 0.11214000000000002 -0.067454999999999987
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=1 3 -3 7 9 16 -6 -1 18 -2 12 -12 17 14 -14 -16 -4 -5 -9 -19 -18 23 -21 24 -13
right_child=4 2 5 10 6 -7 -8 8 -10 -11 11 21 13 -15 15 -17 20 19 -20 22 -22 -23 -24 -25 -26
leaf_value=0.0029528053433402601 0.0015673333687643831 0.00061912192266237438 0.0027189944336125657 0.0032979133961440008 0.00088009295539879736 0.0014568828805414233 -0.00026377577143530659 0.0020492242219322465 0.0014586023554251197 0.00073241584865181271 0.0036989856046501699 0.0027346341453352825 0.0029791889343537283 0.0018222742894004988 0.0026438201919278476 0.0015514258779365196 0.0018827235311304575 0.0030801214870228269 0.0026100560559437214 0.0027750324970476558 0.0024561414387678959 0.0030668200702719159 0.0023529723112663613 0.0024199421605263409 0.0030363974203565978
leaf_weight=54 76 55 85 52 58 62 53 61 62 55 59 461 102 53 213 60 56 70 81 192 52 100 59 52 74
leaf_count=54 76 55 85 52 58 62 53 61 62 55 59 461 102 53 213 60 56 70 81 192 52 100 59 52 74
internal_value=0 0.00256604 0.00189928 0.00268053 0.000811978 0.00217527 0.000333622 0.00227287 0.00209273 0.00121705 0.0027485 0.00286361 0.00264125 0.0024691 0.00256043 0.00240386 0.00240587 0.00283869 0.00236937 0.00276419 0.00215912 0.00279182 0.00267596 0.00274491 0.00277644
internal_weight=0 2115 310 1805 242 255 111 258 204 131 1547 746 801 428 375 273 193 373 142 321 108 687 251 587 535
internal_count=2357 2115 310 1805 242 255 111 258 204 131 1547 746 801 428 375 273 193 373 142 321 108 687 251 587 535
is_linear=0
shrinkage=0.00310948


Tree=2634
num_leaves=15
num_cat=0
split_feature=3 148 15 49 15 474 0 15 15 0 15 51 131 12
split_gain=2.31313 1.60707 1.60412 1.58986 1.49497 1.33528 1.08182 0.939801 0.892936 2.01893 1.82833 1.49112 0.820174 0.614771
threshold=0.37720000000000004 -0.043434999999999994 -0.40312499999999996 -0.042269999999999995 -0.46503999999999995 0.10135500000000001 -0.14989499999999997 -0.083359999999999976 0.0056700000000000006 -0.049464999999999988 -0.081479999999999983 0.10055500000000002 0.081165000000000001 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 7 -4 10 13 12 -12 -8 -10
right_child=-2 2 5 -5 -6 -7 8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.002799471507379261 -0.0020340145890157812 0.0013741595759928337 0.001643990006816877 0.0014733092070123468 -0.0024714227126956334 0.0041044446751306845 0.0017201639080964449 0.0045529661938086552 -5.2299786692844977e-05 0.00523397197929764 0.00090187366266429082 -0.0019598540790575405 0.0036512872062628575 0.0019504761387716518
leaf_weight=52 58 80 66 61 55 80 390 79 53 60 473 67 87 696
leaf_count=52 58 80 66 61 55 80 390 79 53 60 473 67 87 696
internal_value=0 0.00159565 0.00170362 -0.00049123 -0.000191139 0.00182843 0.00173595 0.0032302 0.00161719 0.00206279 0.00126253 0.000546452 0.00207278 0.0018085
internal_weight=0 2299 2186 113 135 2051 1971 145 1826 809 1017 540 477 749
internal_count=2357 2299 2186 113 135 2051 1971 145 1826 809 1017 540 477 749
is_linear=0
shrinkage=0.0179572


Tree=2635
num_leaves=30
num_cat=0
split_feature=3 3 42 12 12 12 3 15 42 15 15 3 49 3 3 124 1446 151 12 52 15 12 3 42 151 42 49 50 15
split_gain=53.6523 26.5355 10.4531 8.64662 6.49804 4.79485 4.50027 3.07855 2.9643 2.95986 2.46725 2.72805 1.87691 1.87884 1.34546 1.21433 1.16403 1.05379 0.94128 1.3767 1.82585 0.917307 0.838058 0.681214 0.556387 0.490656 0.528515 0.456878 0.0903562
threshold=-0.06340999999999998 0.30112000000000005 0.093045000000000003 0.077755000000000005 0.090255000000000016 -0.011819999999999999 0.10323000000000002 -0.0053099999999999996 -0.026469999999999997 -0.090364999999999987 -0.035449999999999988 -0.13088999999999998 -0.0096099999999999988 -0.13088999999999998 0.12745000000000004 -0.084854999999999986 0.083715000000000026 -0.076249999999999984 0.10070000000000001 -0.016894999999999997 0.091475000000000015 0.092395000000000019 -0.07908999999999998 -0.027829999999999997 -0.085134999999999975 0.093985000000000013 0.096010000000000012 0.092855000000000007 -0.083029999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 12 8 7 -7 -2 -4 11 -6 17 -14 -8 -10 24 -5 19 -12 21 -21 -22 -20 -15 26 28 -26 -13
right_child=1 -3 9 4 10 6 14 -9 15 -11 18 25 13 16 -16 -17 -18 -19 23 20 22 -23 -24 -25 27 -27 -28 -29 -30
leaf_value=0.0013417303853089583 0.0020601424949913084 2.1549393051631705e-05 0.00059025263714727817 0.0020229462590091261 0.0015128157514863762 0.0021226336180435188 0.0014704244023406024 0.0028970603134889253 0.0015482888596931325 0.0014519304789844967 0.0021515611732290173 0.0023304064803206024 0.0031541511047434218 0.0028730851038830207 0.0020600821201544094 0.00096319239344027675 0.0029464039965949877 0.0025599841003329988 0.0024240446235522231 0.0026286738097520456 0.0021529517078295157 0.0031498988986071383 0.0025642673046311938 0.0019753872650357532 0.0026164278280203135 0.0024003704119055919 0.0019063442864964792 0.0023601127015444316 0.002155877772083324
leaf_weight=54 58 83 66 52 52 103 71 68 61 61 72 58 69 61 55 53 100 68 55 58 65 52 105 55 448 85 56 66 54
leaf_count=54 58 83 66 52 52 103 71 68 61 61 72 58 69 61 55 53 100 68 55 58 65 52 105 55 448 85 56 66 54
internal_value=0 0.00151385 0.00172162 0.0024517 0.00248844 0.00191578 0.00213275 0.00243077 0.00154095 0.00100437 0.00229947 0.00210215 0.00265615 0.00270912 0.00172805 0.00127653 0.00266358 0.00232752 0.00242967 0.00250137 0.00259121 0.00287534 0.00240718 0.00219999 0.00261434 0.00222315 0.00213331 0.00258357 0.00224653
internal_weight=0 679 596 1685 1631 469 297 171 172 127 767 305 864 744 126 114 675 120 462 352 280 110 170 110 575 253 168 514 112
internal_count=2364 679 596 1685 1631 469 297 171 172 127 767 305 864 744 126 114 675 120 462 352 280 110 170 110 575 253 168 514 112
is_linear=0
shrinkage=0.00281635


Tree=2636
num_leaves=19
num_cat=0
split_feature=1 1 39 16 11 47 4 0 49 0 0 0 1 16 4 4 4 480
split_gain=80.3854 15.2214 11.4448 8.38206 6.55031 3.02145 3.35147 2.85853 2.83089 3.05592 2.99092 2.49627 1.89856 1.56021 2.52206 2.90089 1.8653 1.21566
threshold=0.10538500000000002 0.13554500000000003 0.081875000000000017 0.51148500000000008 1.0000000180025095e-35 0.078345000000000012 0.16421000000000002 -0.07883999999999998 0.12001000000000002 -0.11169999999999998 -0.14666499999999996 -0.12118 0.11646000000000002 0.062910000000000008 -0.47860499999999995 -0.04800999999999999 0.024315000000000003 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 8 6 -2 -3 9 10 -1 -6 -8 16 -15 -16 17 -11
right_child=1 7 -4 -5 11 -7 12 -9 -10 13 -12 -13 -14 14 15 -17 -18 -19
leaf_value=0.0026168545397795523 0.00093329480496232042 0.00018336402977105049 0.001754492935718374 0.0026772264116081746 0.0037493874981538206 0.0019661921546307495 0.0020122683855133879 0.00097510879172096876 0.002097765978926591 0.0028187974681304962 0.0017678447219729107 0.0029619467730045879 0.0013144669532968532 0.003035102139509656 0.0018058220917288182 0.002591201025048184 0.0024000605647456373 0.0024318920716317584
leaf_weight=82 87 59 101 58 57 85 57 85 65 1059 52 68 63 53 53 113 100 67
leaf_count=82 87 59 101 58 57 85 57 85 65 1059 52 68 63 53 53 113 100 67
internal_value=0 0.00140687 0.00265933 0.0017178 0.00271097 0.00152713 0.0013467 0.000650918 0.00266455 0.00268787 0.00228761 0.00332126 0.00164617 0.00272496 0.00250883 0.00234063 0.00276355 0.0027958
internal_weight=0 494 1870 350 1769 292 207 144 1644 1579 134 125 120 1445 219 166 1226 1126
internal_count=2364 494 1870 350 1769 292 207 144 1644 1579 134 125 120 1445 219 166 1226 1126
is_linear=0
shrinkage=0.00276112


Tree=2637
num_leaves=22
num_cat=0
split_feature=3 158 4 13 151 150 51 0 3 159 15 16 16 0 158 16 403 133 16 16 159
split_gain=2.11612 1.20785 1.22839 1.00574 1.33167 1.21469 1.07505 1.03055 2.71769 0.973156 1.46674 2.28104 0.987728 0.944725 0.654828 0.539935 0.505441 0.495766 0.821 0.325472 0.191959
threshold=0.30112000000000005 0.085620000000000016 -0.085474999999999982 -0.079149999999999984 -0.091299999999999978 1.0000000180025095e-35 -0.085574999999999984 -0.14822499999999997 -0.0083149999999999977 -0.032739999999999991 0.0056700000000000006 0.26799500000000004 -0.075434999999999988 -0.082234999999999989 0.10380000000000002 -0.082559999999999981 -0.0051499999999999992 0.089270000000000002 -0.18776499999999999 -0.082354999999999984 0.10916000000000002
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 2 9 6 -5 7 -4 -6 -9 -1 11 -11 19 14 -3 -7 -8 18 -18 -12 -15
right_child=-2 13 3 4 5 15 16 8 -10 10 12 -13 -14 20 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0061679794299766381 -0.0013641532668995126 0.0069670329521930073 0.0054555569481787051 0.0049365106557879169 0.0042846419212762468 -0.0024358667269912095 0.0039087321783337183 0.0016925215313093327 -0.0033973968875100273 -0.0022514915276048934 0.0040275070936128627 0.0035189639852842547 0.0065288370899529045 0.0013240244837591875 0.0036429162540602602 0.00068829027807819593 -0.00077940563831695295 0.0034332329158672029 0.0020797603078861458 0.0018293652496176331 0.0032736172734494249
leaf_weight=53 83 60 61 53 65 61 85 695 59 61 80 85 61 52 64 54 61 102 352 63 54
leaf_count=53 83 60 61 53 65 61 85 695 59 61 80 85 61 52 64 54 61 102 352 63 54
internal_value=0 0.002336 0.00216024 0.00188428 0.00142332 0.0012237 0.00257222 0.00153157 0.00129392 0.00328812 0.00285133 0.00110636 0.004099 0.00390227 0.00525332 -0.000966757 0.00227868 0.00200917 0.00165687 0.0030608 0.00231951
internal_weight=0 2281 2051 1648 987 934 661 819 754 403 350 146 204 230 124 115 600 515 413 143 106
internal_count=2364 2281 2051 1648 987 934 661 819 754 403 350 146 204 230 124 115 600 515 413 143 106
is_linear=0
shrinkage=0.0227741


Tree=2638
num_leaves=20
num_cat=0
split_feature=1 11 158 151 0 0 13 13 16 16 16 49 124 13 1 0 43 49 0
split_gain=1.01704 1.7739 0.973428 0.943349 1.13183 1.63819 0.940052 1.07091 0.895946 1.82693 1.4661 1.24264 1.41056 1.81616 1.15989 0.812207 0.681448 0.696695 0.240053
threshold=0.095950000000000021 0.082245000000000013 0.085620000000000016 0.050660000000000004 -0.14216999999999999 -0.10566999999999999 0.034905000000000012 0.071660000000000015 0.022165000000000004 -0.015159999999999998 0.24579500000000001 -0.043469999999999995 -0.062639999999999987 -1.0000000180025095e-35 0.12719000000000003 -0.082884999999999986 -0.13868499999999997 0.089065000000000019 -0.076969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 -6 16 -8 9 11 -10 -2 -13 14 -14 -4 -7 -18 -9
right_child=1 -3 15 -5 5 6 7 18 10 -11 -12 12 13 -15 -16 -17 17 -19 -20
leaf_value=0.004479107990732244 -0.0018032649253544018 0.0039142755723067411 0.0052721624706501755 -0.0010765545889246915 -0.0019241653174271981 0.0049365490893676263 -0.0021822840569774922 0.00073623187186656609 0.0039012487327432159 -0.0039596284932253353 -0.00021284616772528664 0.0048108907280902851 0.0010845689444458678 0.0031947108674746892 -0.0036667949056089161 0.0018948445678302085 0.0024605123034525636 0.00083666787009765509 0.0028680110898471581
leaf_weight=101 85 103 95 52 57 52 55 60 97 55 90 53 53 80 58 65 929 169 55
leaf_count=101 85 103 95 52 57 52 55 60 97 55 90 53 53 80 58 65 929 169 55
internal_value=0 0.00110792 0.00217606 0.00199544 0.00210369 0.00192928 0.00209587 0.000481699 0.000601265 -4.02265e-05 0.00191988 0.000614239 0.00145742 0.000525575 -0.00139589 0.00390168 0.00233427 0.0022108 0.00175793
internal_weight=0 674 1690 1530 1478 1377 1320 170 571 384 187 329 244 191 111 160 1150 1098 115
internal_count=2364 674 1690 1530 1478 1377 1320 170 571 384 187 329 244 191 111 160 1150 1098 115
is_linear=0
shrinkage=0.0232295


Tree=2639
num_leaves=14
num_cat=0
split_feature=10 40 51 2 51 51 1 148 482 484 484 2 42
split_gain=1.93687 1.27532 0.757454 1.11271 1.13694 1.18819 1.00478 0.931945 0.89731 1.15155 0.825886 0.960458 0.741404
threshold=-0.089679999999999982 0.051255000000000002 0.07955000000000001 0.084360000000000004 0.11794000000000002 0.14820500000000003 0.078015000000000015 -0.084064999999999987 0.087870000000000018 0.091180000000000011 0.085435000000000025 0.091205000000000008 0.086700000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 6 -6 -5 -2 9 10 11 -9 -10
right_child=1 -3 3 4 5 -7 -8 8 12 -11 -12 -13 -14
leaf_value=-0.0023964198819848722 0.0047841617284968664 -0.0017248454340453949 -0.0017172025844945965 0.0017727864368875799 0.0054623856974037426 0.00087600938331569502 -0.0016669011543239366 0.0023203835667924065 -0.002109738533659315 0.0044880802657717087 -0.00045010094547261805 0.0011786799384778479 0.0015323909454627023
leaf_weight=62 53 56 73 94 55 58 77 970 52 82 79 593 60
leaf_count=62 53 56 73 94 55 58 77 970 52 82 79 593 60
internal_value=0 0.00160124 0.00168427 0.000739985 0.00137242 0.00311043 0.000222527 0.00186261 0.00177814 0.00190396 0.00177477 0.00188738 -0.00015647
internal_weight=0 2302 2246 357 284 113 171 1889 1836 1724 1642 1563 112
internal_count=2364 2302 2246 357 284 113 171 1889 1836 1724 1642 1563 112
is_linear=0
shrinkage=0.0223275


Tree=2640
num_leaves=12
num_cat=0
split_feature=448 132 1420 131 2 2 15 15 1447 40 42
split_gain=1.15839 1.02149 0.84068 0.748741 0.710447 1.30966 0.85253 1.22692 0.88182 0.689345 0.638366
threshold=-0.076874999999999985 0.11426500000000002 -0.069964999999999986 0.095205000000000026 0.13388500000000003 0.12293000000000001 0.083815000000000014 1.0000000180025095e-35 -0.084334999999999979 -0.041534999999999996 0.087800000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -8 -6 -5
right_child=1 -3 3 10 9 -7 8 -9 -10 -11 -12
leaf_value=0.0036290102822560824 0.0029112330839580368 -0.0011463702546001002 0.00074763966776939688 0.0032921746704329749 0.0013546753852742796 0.0037757898978675367 0.0036730631912017162 -0.0018445934669362885 0.0012274092110054098 -0.0012728327346114418 0.00078859053829223537
leaf_weight=57 79 73 1053 84 52 55 54 65 602 94 58
leaf_count=57 79 73 1053 84 52 55 54 65 602 94 58
internal_value=0 0.000983888 0.00105479 0.000985423 0.000892895 0.000991072 0.000904626 0.000596754 0.00142903 -0.000335669 0.00227096
internal_weight=0 2269 2196 2117 1975 1829 1774 1118 656 146 142
internal_count=2326 2269 2196 2117 1975 1829 1774 1118 656 146 142
is_linear=0
shrinkage=0.0183163


Tree=2641
num_leaves=11
num_cat=0
split_feature=48 1456 10 1 2 43 4 160 12 2
split_gain=0.960051 0.805391 0.753942 1.42024 1.02137 0.656503 1.03901 0.603997 0.515338 0.244387
threshold=-0.086624999999999994 -0.15824499999999997 0.058500000000000003 0.14516000000000004 0.13388500000000003 -0.46848499999999998 -0.16772499999999999 -0.080499999999999974 0.084160000000000013 0.14492000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -7 -6
right_child=1 2 -4 -5 9 6 7 -9 -10 -11
leaf_value=0.0042287872254400342 0.0036261154483917747 -0.0012485495654552287 -0.0018013713565393462 0.0047485120889865281 -0.0021620313003603117 0.0043329687518311412 0.001817362683305758 0.00075796738430279056 0.0016465272611584734 -0.00014143095206641809
leaf_weight=52 63 64 52 54 59 76 368 1387 79 72
leaf_count=52 63 64 52 54 59 76 368 1387 79 72
internal_value=0 0.00103486 0.000960909 0.00102755 0.000931982 0.00106386 0.00114147 0.00098025 0.00296535 -0.00105337
internal_weight=0 2274 2211 2159 2105 1974 1910 1755 155 131
internal_count=2326 2274 2211 2159 2105 1974 1910 1755 155 131
is_linear=0
shrinkage=0.0232295


Tree=2642
num_leaves=23
num_cat=0
split_feature=1 3 1 3 13 4 1 49 12 13 12 11 0 3 4 158 4 13 0 13 0 159
split_gain=50.3757 14.9579 4.25848 3.71248 3.56621 3.55708 3.11101 3.14041 2.66516 4.15189 1.94731 2.93454 1.94444 1.65646 0.992355 0.913974 1.13598 0.660371 0.553495 0.505904 0.427488 0.283056
threshold=0.10335000000000001 -0.06340999999999998 0.13554500000000003 0.045635000000000002 -0.009329999999999998 0.094510000000000025 0.090485000000000024 0.12001000000000002 0.088435000000000014 -0.00038499999999999998 0.093270000000000006 1.0000000180025095e-35 -0.049744999999999991 0.084735000000000019 -0.072054999999999994 0.07968500000000002 0.043850000000000007 -0.072559999999999986 -0.084319999999999992 -0.059914999999999989 -0.074544999999999986 0.084780000000000008
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=6 5 3 4 -3 -2 7 10 9 -8 11 13 14 15 -12 16 -1 -10 -16 -20 -19 -17
right_child=1 2 -4 -5 -6 -7 8 -9 17 -11 12 -13 -14 -15 18 21 -18 20 19 -21 -22 -23
leaf_value=0.0028585671179546211 0.0027721626589545857 0.0015550328783367547 0.000743193011716156 0.0019213516450859475 0.00052583379125451662 0.0019024773372182855 0.0014872242082006007 0.0020906082107561238 0.0029053509434513029 0.0025938904117798747 0.0029698026204129546 0.0035078627485582927 0.0020563313663085779 0.0023418667050821547 0.0023544547213567172 0.0032891042509990294 0.0024501924977050537 0.0023216214498939618 0.0029270951479939437 0.0025329526280983023 0.0027168071077685674 0.0029620091854700081
leaf_weight=806 92 79 103 103 52 84 57 60 73 71 89 63 52 62 69 54 70 52 54 75 54 52
leaf_count=806 92 79 103 103 52 84 57 60 73 71 89 63 52 62 69 54 70 52 54 75 54 52
internal_value=0 0.00163674 0.00126035 0.00148784 0.00114674 0.00235727 0.00271897 0.00277614 0.00243841 0.00210133 0.00280457 0.00286676 0.00260137 0.00282805 0.00270001 0.00285871 0.00282597 0.00267926 0.00257857 0.00269819 0.00252325 0.00312895
internal_weight=0 513 337 234 131 176 1813 1506 307 128 1446 1107 339 1044 287 982 876 179 198 129 106 106
internal_count=2326 513 337 234 131 176 1813 1506 307 128 1446 1107 339 1044 287 982 876 179 198 129 106 106
is_linear=0
shrinkage=0.0030485


Tree=2643
num_leaves=25
num_cat=0
split_feature=1 3 12 4 4 12 3 13 3 3 1 3 3 43 133 12 13 43 1447 3 3 43 12 12
split_gain=65.1788 18.7569 6.80302 6.33961 4.64434 4.62418 5.64974 5.17766 3.93626 3.45808 1.51374 1.38976 1.26181 1.19413 1.47114 1.38713 1.50946 0.82066 1.33023 0.936498 0.705445 0.500156 0.371583 0.522855
threshold=0.10141500000000002 -0.052614999999999995 0.11769500000000001 -0.013125 0.053455000000000009 -1.0000000180025095e-35 0.11745500000000002 -0.009329999999999998 -0.0026499999999999996 -0.068254999999999982 0.092810000000000017 0.083605000000000013 -0.016164999999999995 0.060785000000000013 -0.44909999999999994 0.084405000000000022 -0.085409999999999986 -0.013384999999999999 -0.080289999999999986 -0.086889999999999981 -0.10468499999999999 -0.084964999999999985 0.092655000000000015 0.084160000000000013
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 -2 9 7 -7 8 -3 13 11 12 -11 15 -15 16 21 18 -17 -19 -5 -1 23 -6
right_child=1 5 -4 20 22 6 -8 -9 -10 10 -12 -13 -14 14 -16 17 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.0039201257767069045 0.0031995260709575912 0.0019614451269751353 0.0019414358522932896 0.0018878956057419459 0.002510549624981798 0.0026009560514404055 0.0013198556351406217 0.00026863557482292334 0.00093201371196869394 0.0028078529466487945 0.0023200280143050402 0.0025960501619990747 0.003476581341636645 0.0032825838101764393 0.0026698718107078202 0.0026658371362461787 0.0031333773134738637 0.0035850799137067207 0.0031564404396332846 0.0031970573551817964 0.0023632661125624894 0.0034902418635076055 0.0024130709696956578 0.0029044130681664987
leaf_weight=55 85 63 54 70 67 53 90 57 84 56 54 79 55 67 90 60 77 87 571 211 55 55 63 68
leaf_count=55 85 63 54 70 67 53 90 57 84 56 54 79 55 67 90 60 77 87 571 211 55 55 63 68
internal_value=0 0.00180994 0.00302981 0.00254361 0.00306406 0.00136583 0.0017949 0.0010649 0.00137342 0.00312264 0.00278246 0.00291372 0.0031395 0.00318781 0.00293156 0.00322383 0.00347009 0.00317423 0.00310984 0.00331045 0.00209732 0.00370549 0.00261514 0.00270919
internal_weight=0 557 1769 210 1715 347 143 204 147 1517 244 190 111 1273 157 1116 187 929 631 298 125 110 198 135
internal_count=2326 557 1769 210 1715 347 143 204 147 1517 244 190 111 1273 157 1116 187 929 631 298 125 110 198 135
is_linear=0
shrinkage=0.00310948


Tree=2644
num_leaves=18
num_cat=0
split_feature=1 3 2 2 14 123 4 16 2 4 15 3 12 16 156 16 13
split_gain=72.5607 21.5986 6.07565 6.89971 5.99253 6.84848 4.35792 3.58252 3.47053 2.61799 1.8161 1.81191 1.89096 1.706 1.28196 1.10615 0.5133
threshold=0.10335000000000001 -0.06340999999999998 -1.0000000180025095e-35 0.10859000000000001 0.062655000000000016 1.0000000180025095e-35 0.10440500000000001 -0.0032799999999999995 0.12708000000000003 0.054560000000000004 -0.11664999999999999 0.084735000000000019 0.099815000000000015 -0.073494999999999991 -0.031569999999999994 -0.38959499999999997 -0.04917499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 -3 -4 5 9 -2 8 -5 10 -1 12 14 -14 -12 -11 -17
right_child=1 2 3 7 -6 -7 -8 -9 -10 15 11 -13 13 -15 -16 16 -18
leaf_value=0.0028260871401332857 0.0024006395230392118 2.1099872874208859e-06 0.0017601371094864019 0.0014703945132610592 0.0032113473282484738 0.001421790731464854 0.001492938028245729 7.3756496951603529e-05 0.00055330988613024718 0.0023362440573128211 0.0028683611703324966 0.0020136668798003835 0.0025360315370671288 0.0019402508700996741 0.0024498339070705912 0.002080918046301455 0.00169009732845072
leaf_weight=90 94 73 64 57 70 63 82 58 85 78 65 93 62 113 1065 58 56
leaf_count=90 94 73 64 57 70 63 82 58 85 78 65 93 62 113 1065 58 56
internal_value=0 0.00116216 0.000736045 0.000938873 0.00238602 0.00235286 0.00197791 0.000675915 0.000921651 0.00238776 0.00242861 0.002403 0.00243072 0.0021515 0.00247394 0.00207097 0.00188921
internal_weight=0 513 337 264 1813 1743 176 200 142 1680 1488 1398 1305 175 1130 192 114
internal_count=2326 513 337 264 1813 1743 176 200 142 1680 1488 1398 1305 175 1130 192 114
is_linear=0
shrinkage=0.00287267


Tree=2645
num_leaves=18
num_cat=0
split_feature=1 2 124 1 4 1 123 0 2 1 12 12 2 2 12 130 1455
split_gain=47.8668 10.8254 6.89511 6.02828 5.33139 4.54135 3.75788 3.53394 2.68879 6.61681 1.85478 1.49095 1.46373 1.37952 1.2961 1.21245 0.958655
threshold=0.12072500000000001 0.10859000000000001 -0.083859999999999976 0.10932500000000002 -0.17689999999999997 0.14967500000000003 0.090420000000000014 -0.061994999999999995 0.089885000000000007 0.088985000000000022 0.087495000000000003 0.10134500000000002 0.12190500000000001 0.097070000000000004 0.090005000000000016 -0.016449999999999996 0.083295000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 13 6 12 8 15 14 -3 -12 -2 -4 -10 -6 -17
right_child=5 3 4 -5 7 -7 -8 -9 9 -11 11 -13 -14 -15 -16 16 -18
leaf_value=0.001604606378612518 0.0017775676673872302 0.001689914246023909 0.0035175985113186955 0.001193925231110922 0.0029584232228283178 0.00012433058724921543 0.00045180166325759944 0.0017031455267626776 0.0026937071769240874 0.0012705643899917861 0.002609253795993644 0.002021776737755472 0.0011400054892239837 0.002856447873067095 0.0023115836016647643 0.0025858738513114005 0.0021594109341251375
leaf_weight=82 63 66 55 92 82 52 53 55 133 53 82 87 79 71 251 921 55
leaf_count=82 63 66 55 92 82 52 53 55 133 53 82 87 79 71 251 921 55
internal_value=0 0.00238942 0.00248611 0.00186951 0.00252922 0.000941528 0.00115928 0.00247912 0.00250764 0.00230178 0.00213385 0.00230702 0.0014231 0.00314531 0.00244402 0.00259264 0.00256188
internal_weight=0 2085 1758 327 1676 247 195 1550 1495 437 235 169 142 126 384 1058 976
internal_count=2332 2085 1758 327 1676 247 195 1550 1495 437 235 169 142 126 384 1058 976
is_linear=0
shrinkage=0.00310948


Tree=2646
num_leaves=9
num_cat=0
split_feature=14 148 1443 1373 15 9 1429 124
split_gain=2.07794 1.96948 1.81359 1.02204 0.7751 1.09851 0.626614 0.591589
threshold=-0.31058999999999998 -0.079549999999999996 0.060940000000000001 0.084345000000000017 0.13393000000000002 1.0000000180025095e-35 -0.084934999999999997 -0.085059999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=-0.0014420674970213535 -0.0011146523284178889 0.0035983526250958852 0.0049393373860883187 -0.00085447389168911687 -0.00044347608666373472 0.0042636825800738357 0.0031899307126278275 0.0015778440222266681
leaf_weight=76 84 57 58 53 54 58 80 1812
leaf_count=76 84 57 58 53 54 58 80 1812
internal_value=0 0.00163584 0.0017423 0.0016545 0.00171911 0.0017774 0.00170331 0.00164611
internal_weight=0 2256 2172 2114 2061 2007 1949 1892
internal_count=2332 2256 2172 2114 2061 2007 1949 1892
is_linear=0
shrinkage=0.0183163


Tree=2647
num_leaves=10
num_cat=0
split_feature=2 1443 484 15 484 3 3 148 2
split_gain=1.59446 1.34786 1.48802 1.68238 1.64784 1.09651 0.957623 0.941472 1.98304
threshold=0.17730000000000004 0.060940000000000001 0.096480000000000024 -0.076519999999999991 0.088435000000000014 0.31343500000000007 0.12745000000000004 -0.079549999999999996 -0.045829999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-0.0010011004816164013 -0.0024568920342598914 0.0054205473727353924 -0.0038898680046869356 0.0018351560091139671 0.0060865282714183651 -0.0016678526188703947 0.0048823262752510982 0.0060835065361842201 0.0016858080054650765
leaf_weight=71 53 58 58 62 52 54 58 62 1804
leaf_count=71 53 58 58 62 52 54 58 62 1804
internal_value=0 0.00178148 0.00168633 -0.000929789 0.00183587 0.00172787 0.00181991 0.00172808 0.00183206
internal_weight=0 2279 2221 120 2101 2049 1995 1937 1866
internal_count=2332 2279 2221 120 2101 2049 1995 1937 1866
is_linear=0
shrinkage=0.024168


Tree=2648
num_leaves=12
num_cat=0
split_feature=1 12 123 12 0 1443 49 42 0 42 2
split_gain=2.08675 1.44543 1.73787 1.07649 1.63796 1.01824 0.875687 1.06928 0.811388 1.10305 0.420068
threshold=0.14967500000000003 -0.10853999999999998 0.09394000000000001 0.10031500000000002 0.12436000000000001 0.060940000000000001 0.13441 0.08350500000000001 -0.084144999999999984 0.099455000000000002 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -5 10 -10
right_child=-2 2 -4 8 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0048456358390357368 -0.0030050191484907889 0.00070449379598433914 -0.0022832154793111475 -0.0015862343045443944 0.0050784642910803399 0.0043463728119018628 0.0039008979516176857 0.0017908319142913372 0.0033268247273492237 -0.0011277643651413153 0.001019892886034551
leaf_weight=53 52 817 62 85 59 54 60 855 61 83 91
leaf_count=53 52 817 62 85 59 54 60 855 61 83 91
internal_value=0 0.00134149 0.001258 0.00135951 0.00155883 0.00144243 0.00135176 0.00126014 0.000209635 0.000860179 0.00194721
internal_weight=0 2280 2227 2165 1845 1786 1732 1672 320 235 152
internal_count=2332 2280 2227 2165 1845 1786 1732 1672 320 235 152
is_linear=0
shrinkage=0.0214605


Tree=2649
num_leaves=23
num_cat=0
split_feature=4 2 12 2 12 133 4 12 16 12 12 43 12 51 2 2 13 42 16 50 133 13
split_gain=55.3426 21.0039 7.88573 7.68219 4.70084 3.19347 3.06314 4.18577 1.64193 1.5697 1.42872 1.28233 1.27123 1.20794 0.932531 0.912172 0.884968 0.851053 0.819545 0.778226 0.621386 0.309765
threshold=0.30163500000000004 0.10859000000000001 -0.011819999999999999 0.14271500000000001 0.087495000000000003 0.085650000000000018 -0.085574999999999984 1.0000000180025095e-35 -0.14483499999999996 0.097145000000000023 1.0000000180025095e-35 -0.049364999999999992 0.092495000000000008 0.045645000000000005 0.088710000000000011 0.084145000000000011 -0.004004999999999999 0.11387000000000001 0.21684500000000004 0.10786000000000001 0.082925000000000013 0.059130000000000009
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 2 5 4 -3 -1 13 -8 10 -6 11 -2 14 15 19 -4 -17 18 -14 -9 -16 -18
right_child=8 3 6 -5 9 -7 7 12 -10 -11 -12 -13 17 -15 20 16 21 -19 -20 -21 -22 -23
leaf_value=0.0020672944738008492 0.0007254279617644791 0.0012788504888123205 0.0028774654213800867 0.00069510712671176211 0.002559005597040039 0.0011251955202023771 0.0017485260753805432 0.0025974542187123463 0.00036343713393107764 0.0019157012079581862 0.0005355425962268207 0.0013230939926978777 0.0024438236970006915 0.0030639610644749037 0.002130952152801771 0.0022091539946407458 0.0027897350644928375 0.0020206154646371741 0.002044519598282286 0.002213838119100323 0.0024639588005296977 0.0024730493807912837
leaf_weight=85 52 92 85 71 52 52 85 551 60 100 58 85 244 70 85 63 67 82 58 53 130 52
leaf_count=85 52 92 85 71 52 52 85 551 60 100 58 85 244 70 85 63 67 82 58 53 130 52
internal_value=0 0.0022722 0.00239931 0.00156108 0.00181294 0.00170994 0.00245741 0.00239083 0.000796661 0.00213599 0.000929798 0.00109648 0.00243619 0.0027118 0.00250314 0.00261936 0.00249863 0.00229331 0.00236724 0.00256385 0.00233245 0.00265162
internal_weight=0 2077 1762 315 244 137 1625 1288 255 152 195 137 1203 337 819 267 182 384 302 604 215 119
internal_count=2332 2077 1762 315 244 137 1625 1288 255 152 195 137 1203 337 819 267 182 384 302 604 215 119
is_linear=0
shrinkage=0.00298873


Tree=2650
num_leaves=27
num_cat=0
split_feature=12 15 12 160 15 15 42 124 130 13 48 12 12 49 159 160 402 159 157 49 15 12 12 12 484 42
split_gain=27.8955 6.74597 6.13733 2.96478 3.33862 3.40659 4.31211 3.51057 2.50049 2.17182 1.7644 1.75875 1.3375 1.16577 1.15651 1.16559 1.24398 1.0306 0.832352 0.865541 0.81377 0.533553 0.648587 0.477673 0.364648 0.212223
threshold=0.054520000000000006 0.016500000000000004 0.10321000000000001 -1.0000000180025095e-35 -0.2987999999999999 -0.020429999999999997 -0.0043149999999999994 -0.0076699999999999989 0.092560000000000017 -1.0000000180025095e-35 0.094215000000000007 0.12701500000000002 0.092495000000000008 0.0083400000000000019 -0.023859999999999996 -0.23413499999999995 -0.086719999999999978 -0.085764999999999994 -0.078754999999999978 -0.0066849999999999991 -0.012299999999999997 0.095815000000000011 0.093840000000000021 0.085945000000000008 -0.023814999999999996 0.079170000000000004
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 3 12 9 -5 6 -6 -8 11 -1 -9 20 14 21 17 -16 -17 24 23 -20 -4 22 -14 -18 -2 -23
right_child=2 -3 8 4 5 -7 7 10 -10 -11 -12 -13 13 -15 15 16 18 -19 19 -21 -22 25 -24 -25 -26 -27
leaf_value=0.0010136430040221013 0.0022625055004575787 0.0021350889680689352 0.0012954554833394664 0.00039672107222336623 0.001956532731533101 0.00044841723625061797 0.00051333774277043164 0.0016081018661971058 0.0020156779397277626 0.0017042674710251212 0.00092897288372073257 0.000905755608900561 0.0019936062879221369 0.0015012474625184294 0.001568996938882423 0.0016934987548022002 0.0021140503117844066 0.0025934506226536974 0.0017665671491071606 0.0020566516344406815 0.0017332820939420497 0.0019085354458946609 0.0016171238593741615 0.0024857852328432012 0.0019133121572837773 0.0021208701140893568
leaf_weight=68 54 57 77 78 54 61 74 75 60 93 59 59 71 77 55 95 73 53 108 533 71 84 92 53 53 89
leaf_count=68 54 57 77 78 54 61 74 75 60 93 59 59 71 77 55 95 73 53 108 533 71 84 92 53 53 89
internal_value=0 0.00117404 0.00189754 0.00107651 0.000941424 0.00107287 0.00121813 0.00102628 0.00148797 0.00141277 0.00130932 0.00133486 0.00197092 0.00182837 0.00202555 0.00198516 0.00201168 0.00225685 0.00205104 0.00200783 0.00150571 0.00190324 0.00178131 0.00227066 0.00208983 0.00201795
internal_weight=0 619 1757 562 401 323 262 208 267 161 134 207 1490 413 1077 917 862 160 767 641 148 336 163 126 107 173
internal_count=2376 619 1757 562 401 323 262 208 267 161 134 207 1490 413 1077 917 862 160 767 641 148 336 163 126 107 173
is_linear=0
shrinkage=0.00293013


Tree=2651
num_leaves=26
num_cat=0
split_feature=12 12 15 12 15 3 3 160 13 13 41 16 16 15 13 15 130 12 13 13 475 13 15 47 15
split_gain=52.9703 12.165 7.12493 5.14411 4.94685 3.54134 3.97859 3.33986 2.76677 2.35963 1.7195 1.71458 1.08271 1.0486 1.25892 0.740701 0.574497 0.511972 0.549287 0.77956 0.717618 0.379222 1.1483 0.349205 0.709027
threshold=0.054520000000000006 0.13820000000000002 0.016500000000000004 0.092495000000000008 -0.2987999999999999 0.11372500000000001 -0.0042999999999999991 -1.0000000180025095e-35 -0.0094049999999999984 -0.091769999999999977 0.075585000000000013 -0.0036549999999999998 -0.007794999999999999 -0.013349999999999999 0.034905000000000012 0.092555000000000012 0.0029050000000000005 0.091735000000000025 -0.083669999999999981 -0.016469999999999995 -0.084964999999999985 -0.065674999999999983 0.091475000000000015 0.087885000000000019 -0.074959999999999985
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=2 3 4 10 7 6 8 -1 -6 -5 15 -8 -10 14 23 17 21 18 20 -20 -2 -15 -23 24 -11
right_child=1 -3 -4 9 5 -7 11 -9 12 13 -12 -13 -14 16 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26
leaf_value=0.0018577781470913086 0.0028096873975217659 0.0015700122120025615 0.0028798412003649631 0.0021416215585724515 0.0022531317064990487 0.0015004670563164633 0.0022323864862382821 0.00094618071443136338 0.0018218481811749922 0.0028840655374926887 0.0035083211142309919 0.0028884760187552023 0.001235356797101054 0.0029723198987040836 0.0022898471211503968 0.0027501363557745164 0.0031505113323228879 0.0033289360282518525 0.0028228638913735623 0.0030604578864342476 0.0031609297574921777 0.0029493414368293109 0.0024601648737101875 0.0029435628934524507 0.0024416640379782664
leaf_weight=58 58 56 57 53 74 103 92 78 52 63 65 52 53 100 65 78 58 52 199 285 340 95 70 60 60
leaf_count=58 58 56 57 53 74 103 92 78 52 63 65 52 53 100 65 78 58 52 199 285 340 95 70 60 60
internal_value=0 0.00288858 0.00191118 0.00293198 0.00181288 0.00196531 0.00211345 0.00133518 0.00182683 0.00272398 0.00305246 0.00246952 0.0015261 0.00277798 0.00263606 0.00302315 0.00288685 0.00304592 0.0030292 0.00296283 0.00310982 0.00282903 0.002742 0.00275886 0.00266851
internal_weight=0 1757 619 1701 562 426 323 136 179 624 1077 144 105 571 248 1012 323 934 882 484 398 265 165 183 123
internal_count=2376 1757 619 1701 562 426 323 136 179 624 1077 144 105 571 248 1012 323 934 882 484 398 265 165 183 123
is_linear=0
shrinkage=0.00287267


Tree=2652
num_leaves=28
num_cat=0
split_feature=1 52 52 12 12 12 1 1 12 124 40 41 1 12 1 12 16 16 12 157 43 12 52 43 52 16 52
split_gain=74.0991 22.3974 15.6772 6.66211 7.19102 6.32894 5.57478 4.31504 3.91777 3.0299 3.12533 2.35061 1.99943 8.37746 1.16816 1.05402 1.01412 0.93077 0.774571 0.588624 0.482643 0.709578 0.505019 0.402332 0.359335 0.351755 0.245815
threshold=0.098370000000000027 -0.41304999999999997 0.19121000000000002 0.054520000000000006 0.090255000000000016 -0.042789999999999988 0.088735000000000022 0.079415000000000013 0.11844 -0.082654999999999992 -0.063404999999999989 0.075585000000000013 0.13130500000000003 0.088105000000000003 0.083555000000000018 0.083570000000000019 0.25032500000000008 -0.15135499999999999 0.087965000000000015 -0.08266999999999998 -0.040789999999999993 0.099815000000000015 0.026115000000000003 -0.0072149999999999992 -1.0000000180025095e-35 -0.071629999999999985 0.11916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 11 9 7 -1 16 -3 -11 14 13 17 15 -5 20 -7 -16 -17 22 23 24 -22 -6 -21 -24
right_child=1 2 -4 4 8 12 -8 -9 -10 10 -12 -13 -14 -15 18 19 -18 -19 -20 25 21 -23 26 -25 -26 -27 -28
leaf_value=0.002611763838126785 0.0034378242562689031 0.0016504822482278864 0.003215268710816125 0.0038689943927733661 0.003095772908931775 0.0017641685288593203 0.0020756036432298614 0.0036689241043957955 0.002284866366062583 0.0014250896282358553 0.00046567340625975722 0.0040878574510145845 0.0014862243714978171 0.0027613383299770742 0.002898295291206649 0.0036792570928502293 0.0028181792698688426 0.0011921206149417365 0.003369968575329692 0.003471661686993303 0.00357859493615701 0.0029823357377075769 0.0033805094307534939 0.0032684582939279212 0.002753569756704381 0.0033035069505565331 0.0031028583140536117
leaf_weight=81 87 80 62 62 64 55 79 65 57 57 71 55 81 87 57 90 88 52 80 320 60 61 53 131 57 201 83
leaf_count=81 87 80 62 62 64 55 79 65 57 57 71 55 81 87 57 90 88 52 80 320 60 61 53 131 57 201 83
internal_value=0 0.00200106 0.00177164 0.00321961 0.00329223 0.00158627 0.0027292 0.00308264 0.0030506 0.0011846 0.000893168 0.00347488 0.00188996 0.00205836 0.00343322 0.00348595 0.00312365 0.00148647 0.00317396 0.00344703 0.0031764 0.0032733 0.00308126 0.00336605 0.00293484 0.00340685 0.0032113
internal_weight=0 632 545 1744 1519 483 225 146 654 208 128 865 275 194 810 673 597 107 137 611 509 252 257 191 121 521 136
internal_count=2376 632 545 1744 1519 483 225 146 654 208 128 865 275 194 810 673 597 107 137 611 509 252 257 191 121 521 136
is_linear=0
shrinkage=0.0030485


Tree=2653
num_leaves=29
num_cat=0
split_feature=3 2 2 2 150 3 2 2 0 3 13 34 40 16 2 13 2 0 0 0 133 43 43 13 3 0 474 2
split_gain=123.69 25.9714 32.9607 14.0411 10.5347 6.45143 5.92559 5.19329 4.40367 3.68722 3.6116 3.52782 2.98258 2.33332 1.91595 2.29891 1.73482 2.85864 1.89693 1.60003 0.953894 0.72891 0.476017 0.646006 0.455264 0.578868 0.369141 0.210695
threshold=-0.058704999999999993 0.11693000000000002 -1.0000000180025095e-35 0.11444000000000001 0.085455000000000017 -0.097094999999999987 0.15355500000000002 0.10222000000000002 -0.076539999999999983 0.0045450000000000013 0.102565 -0.079379999999999992 -0.010334999999999999 -1.0000000180025095e-35 0.091335000000000013 -0.075679999999999983 0.088135000000000005 -0.060199999999999997 -0.0076699999999999989 -0.11169999999999998 -0.0081099999999999974 -0.079584999999999975 -0.066864999999999994 -0.083289999999999989 -0.090989999999999988 -0.082134999999999986 0.084410000000000013 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 8 7 -5 12 13 14 -9 16 -2 -3 -4 19 21 17 -10 27 -1 24 -16 26 -24 -21 -26 -22 -18
right_child=1 6 4 5 -6 -7 -8 9 10 -11 -12 -13 -14 -15 15 -17 18 -19 -20 20 22 -23 23 -25 25 -27 -28 -29
leaf_value=0.0034241834246812324 0.00053717026981539389 -6.7227554108114642e-05 0.0022856862549448186 0.00078747508108520273 0.00078140508823033861 0.0022775841906066629 -0.00058010606439763582 0.0010939638950559364 0.0026441937509931396 0.0022636961750687979 0.0016883578945606111 -0.00059483618719508599 0.00089028067284915575 0.0030451959492565524 0.0031364955916556802 0.0022354576253410517 0.0024245045974966755 0.0017336837943816559 0.0032097394553960447 0.0032941669452692035 0.0028008571762575337 0.0026266885379445954 0.0029017144585300517 0.0024354417598264019 0.003032303723731413 0.0026598001709379573 0.0030273185431184315 0.0026911966090279044
leaf_weight=59 58 52 101 52 60 67 73 52 102 57 52 53 88 69 60 102 66 53 69 52 342 56 52 75 240 53 98 63
leaf_count=59 58 52 101 52 60 67 73 52 102 57 52 53 88 69 60 102 66 53 69 52 342 56 52 75 240 53 98 63
internal_value=0 0.00106487 0.00149675 0.00267837 0.00198793 0.00162673 0.00015227 0.00224728 0.00275686 0.00170597 0.0024706 -3.03228e-06 0.000534393 0.00259416 0.00285433 0.00258426 0.00258573 0.00233308 0.00278335 0.00291493 0.00288195 0.00289067 0.00280109 0.00262662 0.00301474 0.00296504 0.00285137 0.00255501
internal_weight=0 663 450 1713 339 119 213 279 1594 109 405 111 140 170 1189 218 353 155 198 971 912 116 567 127 345 293 440 129
internal_count=2376 663 450 1713 339 119 213 279 1594 109 405 111 140 170 1189 218 353 155 198 971 912 116 567 127 345 293 440 129
is_linear=0
shrinkage=0.00317166


Tree=2654
num_leaves=26
num_cat=0
split_feature=1 3 10 4 12 12 1 12 3 1 12 4 4 4 43 43 160 157 160 133 133 1 12 3 43
split_gain=67.0996 24.2748 10.3227 7.35969 6.70744 5.30237 5.91217 5.45795 4.78169 3.29167 3.15381 2.81581 2.21983 2.05098 1.9733 1.55749 1.07704 0.928196 0.737361 0.713737 0.675204 0.712286 0.470264 0.439173 0.249453
threshold=0.098370000000000027 -0.058704999999999993 -0.0010949999999999998 0.30163500000000004 -1.0000000180025095e-35 0.054520000000000006 0.088735000000000022 0.11844 0.13772500000000001 0.073870000000000005 0.090255000000000016 -0.00096999999999999983 -0.0047649999999999993 -0.013324999999999998 -0.14044999999999999 -0.049914999999999994 -0.082179999999999989 -0.081579999999999986 -0.085684999999999983 -0.07218999999999999 0.08784500000000002 0.079415000000000013 0.087435000000000013 -0.086964999999999987 -0.071899999999999978
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 3 -3 13 12 6 9 10 -6 -1 14 16 -4 -2 -7 -14 -12 18 -16 -18 21 -19 -22 -21 -13
right_child=1 2 4 -5 8 7 -8 -9 -10 -11 11 24 15 -15 17 -17 19 20 -20 23 22 -23 -24 -25 -26
leaf_value=0.0018778374665294709 0.0025410293274196276 3.2728971888004024e-05 0.00030500696058978233 0.0012617227390486149 0.0019388032463044042 0.0030484625997243913 0.0013595522856223708 0.0015798042241642184 0.00093332185498805971 0.0026930520249950269 0.0020726098698639925 0.0018207885963930086 0.00065781840513584936 0.0019270788483513872 0.0024796682095659722 0.0013009362003636579 0.0026935533591031717 0.0025625518730844118 0.0028896348821050998 0.0022401408021464455 0.0021338805429141783 0.0023278746446057869 0.0024637798049316345 0.0024592929089241166 0.0020561343451524121
leaf_weight=74 103 80 55 71 89 53 79 57 57 72 69 65 57 66 58 54 70 418 77 104 70 127 62 213 76
leaf_count=74 103 80 55 71 89 53 79 57 57 72 69 65 57 66 58 54 70 418 77 104 70 127 62 213 76
internal_value=0 0.00131585 0.000900605 0.00199397 0.00112304 0.0023455 0.00195699 0.00240303 0.00154645 0.00228006 0.00243511 0.00228329 0.000750478 0.00230143 0.00253986 0.000970947 0.00238695 0.00250663 0.00271372 0.00244292 0.00246529 0.00250792 0.00228905 0.00238749 0.00194785
internal_weight=0 632 392 240 312 1744 225 1519 146 146 1462 597 166 169 865 111 456 812 135 387 677 545 132 317 141
internal_count=2376 632 392 240 312 1744 225 1519 146 146 1462 597 166 169 865 111 456 812 135 387 677 545 132 317 141
is_linear=0
shrinkage=0.00270699


Tree=2655
num_leaves=21
num_cat=0
split_feature=1 11 2 2 4 15 16 4 13 150 480 49 403 11 475 15 483 12 12 12
split_gain=3.07595 2.08786 2.32282 1.86697 2.04645 3.71499 1.44405 1.55437 1.0384 0.794953 1.14444 0.980849 0.82221 0.901884 0.811031 1.79705 0.767599 1.23391 0.444423 0.334047
threshold=0.093575000000000019 0.082245000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.060264999999999992 -0.04174499999999999 -0.116045 0.42953500000000006 -0.016999999999999998 0.083205000000000015 -0.020629999999999999 -0.081919999999999979 -0.53379499999999991 1.0000000180025095e-35 -0.080204999999999985 -0.012074999999999997 -0.059844999999999995 0.082295000000000021 0.092550000000000007 0.098855000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 18 -5 6 7 -6 -8 10 -1 -11 -12 14 15 -14 -16 -18 -4 -20
right_child=1 -3 3 4 5 -7 8 -9 -10 11 12 -13 13 -15 16 -17 17 -19 19 -21
leaf_value=-5.0217083347195943e-05 -0.0021569185907804656 0.0039655433413327548 0.0043900144892224961 0.0039265384175820655 9.6438298447106289e-05 -0.0051410236040584376 -0.0027738011345545201 0.004977216432175741 0.00096876954408777469 0.0063743964379909292 0.00050010513321233378 0.0028404086291384536 0.0034674597100436398 0.0051853356027357122 0.00075985509566971361 -0.0014237100823572529 0.0048143649806541766 0.0027271912672463053 0.0012939831154961405 0.0032674122125661504
leaf_weight=65 98 92 53 54 55 54 56 52 66 52 67 85 64 62 68 59 132 966 76 66
leaf_count=65 98 92 53 54 55 54 56 52 66 52 67 85 64 62 68 59 132 966 76 66
internal_value=0 0.00111928 0.000703294 0.00123058 0.000318573 -0.00036911 0.000755202 0.00247042 -0.000747362 0.00270696 0.00257042 0.00418335 0.0026907 0.00279918 0.00268424 0.00111953 0.00284911 0.0029783 0.00280561 0.00221273
internal_weight=0 722 630 532 337 283 229 107 122 1620 1483 137 1418 1351 1289 123 1166 1098 195 142
internal_count=2342 722 630 532 337 283 229 107 122 1620 1483 137 1418 1351 1289 123 1166 1098 195 142
is_linear=0
shrinkage=0.0202227


Tree=2656
num_leaves=23
num_cat=0
split_feature=4 12 150 3 3 12 3 15 12 4 39 4 133 4 4 51 157 4 4 12 133 52
split_gain=106.57 44.7803 14.9789 7.75802 10.2328 6.8164 7.99952 3.53626 3.49703 3.23892 2.9465 2.0712 1.37394 1.11164 0.99497 0.961012 0.947013 0.69683 0.772745 0.662796 0.480713 0.365441
threshold=0.30163500000000004 0.054520000000000006 0.089155000000000012 -0.0020049999999999994 0.10812000000000001 0.091255000000000017 -0.12595999999999999 -0.41606999999999994 0.13332500000000003 -0.0047649999999999993 0.087690000000000004 0.0015850000000000003 -0.039759999999999997 -0.040969999999999993 0.054560000000000004 0.089940000000000006 -0.0074399999999999996 -0.085629999999999984 -0.0011949999999999997 0.098195000000000018 -0.062749999999999986 0.085435000000000025
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 2 3 9 13 6 -3 10 11 -1 -2 12 -7 -5 17 16 -14 21 20 -13 -19 -8
right_child=7 5 -4 4 -6 8 14 -9 -10 -11 -12 19 15 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0022366202611573491 0.0022146314837684098 0.0049723368690352838 0.0015072511414474178 0.0042973410447024471 0.0024804468898304397 0.0041657217304613605 0.0044005113370134061 0.0011415930564851661 0.0029479008748827802 0.0031129385489291591 0.001315239227213197 0.0036568676174448781 0.0034500240493027623 0.0037182882036249638 0.0036189541903119092 0.003390171286904472 0.0038854655973047966 0.0040869201437036514 0.0042654036981082067 0.003285941050389902 0.0038875659153464488 0.0040558331061487461
leaf_weight=100 88 80 67 52 63 95 59 99 54 61 52 85 54 73 64 55 306 153 75 94 453 60
leaf_count=100 88 80 67 52 63 95 59 99 54 61 52 85 54 73 64 55 306 153 75 94 453 60
internal_value=0 0.00368108 0.00280255 0.00305113 0.00346398 0.0038977 0.00406657 0.00157473 0.00368311 0.00256884 0.0018808 0.00374068 0.00383834 0.00395943 0.00398267 0.00376332 0.00382024 0.00401172 0.00397406 0.00346226 0.00393795 0.00422699
internal_weight=0 2103 416 349 188 1687 944 239 743 161 140 689 510 125 864 415 360 800 681 179 606 119
internal_count=2342 2103 416 349 188 1687 944 239 743 161 140 689 510 125 864 415 360 800 681 179 606 119
is_linear=0
shrinkage=0.00298873


Tree=2657
num_leaves=11
num_cat=0
split_feature=9 2 12 2 4 3 15 15 51 51
split_gain=2.20651 1.57763 0.971687 1.25695 0.912822 0.785723 2.68881 1.01383 0.909554 0.980645
threshold=-1.0000000180025095e-35 0.14307 0.11999500000000002 -0.14400499999999997 0.06707500000000001 0.10323000000000002 -0.037184999999999996 -0.37478999999999996 0.11925500000000001 0.07955000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 7 -7 -5 9 -9
right_child=1 4 -4 5 -6 6 -8 8 -10 -11
leaf_value=-0.0016049832758682605 -0.00080741347673581021 -0.0022698797158985052 0.0058443104763070642 -0.00024925445956504132 0.0018779528061111928 0.0040444596308566623 -0.0025950165269782986 0.0031353422398765619 0.0055448372113048585 0.0011984328423773618
leaf_weight=69 54 53 59 53 68 78 61 1605 80 162
leaf_count=69 54 53 59 53 68 78 61 1605 80 162
internal_value=0 0.0026937 0.00284172 0.00275696 5.90431e-05 0.00285148 0.00112891 0.00297737 0.00307009 0.00295791
internal_weight=0 2273 2152 2093 121 2039 139 1900 1847 1767
internal_count=2342 2273 2152 2093 121 2039 139 1900 1847 1767
is_linear=0
shrinkage=0.0236941


Tree=2658
num_leaves=24
num_cat=0
split_feature=1 3 52 16 16 1 12 1 40 16 1453 151 16 132 42 1211 1212 16 16 16 12 42 13
split_gain=2.01832 1.66863 2.30395 1.5274 1.91677 0.849959 0.853754 0.860081 0.713712 0.734533 0.630278 0.687233 0.996071 0.515156 0.627218 1.26721 1.23926 1.02645 0.928645 0.688143 0.990484 0.572222 0.361748
threshold=0.093575000000000019 -0.036004999999999988 0.12371000000000001 0.032580000000000005 -0.019749999999999993 0.10234000000000001 0.092550000000000007 0.11762000000000002 -0.045684999999999996 -0.15796999999999997 -0.064249999999999988 -0.085134999999999975 -0.0098949999999999975 0.10240500000000001 0.081180000000000016 1.0000000180025095e-35 0.041590000000000009 -0.0073349999999999986 0.21684500000000004 -0.11010999999999999 0.08536500000000001 0.084505000000000011 -0.067389999999999992
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=10 5 3 4 8 22 -7 -8 -3 -10 -1 12 -12 14 17 16 21 19 -19 -13 -21 -16 -2
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 11 13 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24
leaf_value=0.00063359860483450374 0.002092032676685993 -0.0025466300660832546 0.0045529361740301953 0.0022671527705532268 -0.005687545625265863 0.0057920816312356915 0.00082857707066277873 0.0046120575234828536 0.0022518967342849993 -0.0016572502936832486 0.0073250338194862001 0.0049695534683058228 0.0028348923758772541 0.00077323788629683906 -0.00019457387956241332 0.0058674876997544517 -0.0016961970080808138 0.0066339330093106033 0.0028951549063945619 5.2619910258985855e-05 0.0030612280226519233 0.0025649492326789381 -0.00087175382990426951
leaf_weight=84 52 70 61 80 59 65 94 64 73 52 52 76 79 82 52 58 53 100 73 91 291 529 52
leaf_count=84 52 70 61 80 59 65 94 64 73 52 52 76 79 82 52 58 53 100 73 91 291 529 52
internal_value=0 0.0011593 5.87723e-05 -0.000761215 -0.00171609 0.00248787 0.00336359 0.00236283 -0.000513091 0.000623544 0.00275853 0.00287456 0.00461929 0.0027117 0.00283164 0.00230764 0.00198155 0.00340587 0.00505785 0.00278129 0.00234522 0.00231751 0.000607558
internal_weight=0 722 395 334 254 327 223 158 195 125 1620 1536 131 1405 1323 692 634 631 173 458 382 581 104
internal_count=2342 722 395 334 254 327 223 158 195 125 1620 1536 131 1405 1323 692 634 631 173 458 382 581 104
is_linear=0
shrinkage=0.0251444


Tree=2659
num_leaves=20
num_cat=0
split_feature=4 3 150 43 15 0 11 3 0 3 42 4 475 0 403 3 15 42 42
split_gain=60.0176 17.0056 8.1825 5.32561 3.08583 2.6709 2.60458 3.60263 3.24818 2.38287 1.85548 1.22984 1.24894 1.10202 1.04431 0.92343 0.730217 0.266238 0.251412
threshold=0.30163500000000004 -0.065259999999999999 0.093625000000000014 -0.035884999999999993 -0.41606999999999994 -0.061654999999999995 1.0000000180025095e-35 -0.11756999999999999 -0.077914999999999984 0.12178000000000001 0.086855000000000016 -0.085629999999999984 -0.082549999999999998 -0.10075499999999998 -0.53082999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084735000000000019 -0.07793499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 10 -3 7 -1 -8 15 -2 18 17 -14 -15 -5 -17 -13 -9
right_child=4 2 -4 9 -6 -7 8 11 -10 -11 -12 12 13 14 -16 16 -18 -19 -20
leaf_value=0.0016962729584800984 0.0012779694868752405 0.0018423281480121159 0.00082424602871556893 0.0021140680233525358 0.00033386962274357186 0.0010831870604173072 0.0033316628277058084 0.0025702566066941948 0.0024384194134826629 0.0016872378390638296 0.00058359739991103153 0.0025310869826661816 0.0019741750431283237 0.0020048375353065311 0.0024067274270582199 0.0022763896749116923 0.0027130037258919467 0.0027999102068545978 0.002815837239264255
leaf_weight=61 86 99 62 102 99 67 60 97 85 64 54 71 61 60 950 70 65 65 64
leaf_count=61 86 99 62 102 99 67 60 97 85 64 54 71 61 60 950 70 65 65 64
internal_value=0 0.00228001 0.00182527 0.0019581 0.000730273 0.00153612 0.00243282 0.0023947 0.00280825 0.00219071 0.00101036 0.00242582 0.00239348 0.00235963 0.00238288 0.00232654 0.00248684 0.0026598 0.00266807
internal_weight=0 2103 529 467 239 166 1574 1429 145 301 140 1368 1207 1071 1010 237 135 136 161
internal_count=2342 2103 529 467 239 166 1574 1429 145 301 140 1368 1207 1071 1010 237 135 136 161
is_linear=0
shrinkage=0.00293013


Tree=2660
num_leaves=16
num_cat=0
split_feature=15 12 1453 151 42 151 3 12 43 43 41 1 15 1453 12
split_gain=3.33633 1.97634 1.38888 1.18637 1.48637 1.11505 1.08547 1.65657 0.806438 0.742116 0.823378 0.901136 0.596239 0.497017 0.491197
threshold=-0.2987999999999999 0.10254500000000001 -1.0000000180025095e-35 -0.087374999999999994 0.083725000000000008 -0.083274999999999988 0.094285000000000008 -0.06202499999999999 0.15737500000000001 -0.43997499999999995 1.0000000180025095e-35 0.10439500000000002 -0.050699999999999995 -0.081019999999999995 0.11685000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 13 4 -4 -5 7 -1 12 -7 11 -11 -3 -2 -14
right_child=1 8 3 5 -6 9 -8 -9 -10 10 -12 -13 14 -15 -16
leaf_value=0.00021036290925589504 0.0030519576254418672 0.0012185741963685374 -0.0012746232352602567 0.0045364742019880101 0.0026171940638341495 -0.0002765847434587926 0.0013438795189957267 -0.0045269215470101166 0.0024942848390684677 0.0022499900368687718 0.0041808055566666001 0.00081757431326531912 -0.00012567373506162252 0.0058224313455584311 -0.0026534049979246672
leaf_weight=64 55 67 94 79 70 53 58 57 52 1262 78 210 80 52 52
leaf_count=64 55 67 94 79 70 53 58 57 52 1262 78 210 80 52 52
internal_value=0 0.00194156 0.00215867 0.00202862 0.000385202 0.00218872 -0.000928461 -0.00201947 0.000251396 0.00207289 0.00215336 0.00204578 -0.0003336 0.00440037 -0.00112308
internal_weight=0 2204 1953 1846 164 1682 179 121 251 1603 1550 1472 199 107 132
internal_count=2383 2204 1953 1846 164 1682 179 121 251 1603 1550 1472 199 107 132
is_linear=0
shrinkage=0.0202227


Tree=2661
num_leaves=20
num_cat=0
split_feature=1 4 3 39 14 47 0 3 49 49 3 43 0 0 1 132 4 43 4
split_gain=100.948 13.2329 11.6697 6.47011 5.66255 5.43736 5.16664 3.58637 2.9551 2.58373 2.31198 1.9186 1.91509 1.6105 1.32324 1.28051 0.692166 1.14213 1.10501
threshold=0.10574000000000001 0.42098500000000005 -0.048154999999999996 0.081875000000000017 0.054835000000000009 0.098400000000000015 -0.059914999999999989 -0.15315499999999996 -0.049039999999999993 0.11885500000000002 -0.10468499999999999 0.0035900000000000007 -0.15825999999999998 -0.098179999999999976 0.092655000000000015 0.012535000000000003 -0.069734999999999978 0.10894500000000001 0.0045450000000000013
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 10 4 7 8 13 -1 -4 11 -2 12 -9 -3 -5 -14 17 -13 -18
right_child=1 6 5 14 -6 -7 -8 9 -10 -11 -12 16 15 -15 -16 -17 18 -19 -20
leaf_value=0.0019394224672365816 0.0016341376656573076 0.0011755338775850032 0.0010588278182383181 0.0022010737838144756 0.0034615859664532743 0.0017110442762294806 -0.00026832628705249396 0.0021817971796118602 0.00017039437511391447 0.0020909550375455537 0.0024243771555045443 0.0023961825340195007 0.0027665650769096522 0.00043742570762141846 0.0015297305380998036 0.0024531385340298582 0.0019989890441737324 0.0029295866249109967 0.0025419819360785766
leaf_weight=71 57 53 68 54 71 59 64 60 66 77 80 112 1063 53 52 133 66 54 70
leaf_count=71 57 53 68 54 71 59 64 60 66 77 80 112 1063 53 52 133 66 54 70
internal_value=0 0.00107954 0.00142855 0.00259039 0.00263322 0.000954724 0.000401847 0.00259873 0.000621479 0.00262734 0.00209582 0.00265383 0.00270549 0.000806781 0.00187204 0.00273174 0.00243887 0.00256989 0.00227871
internal_weight=0 500 330 1883 1777 193 170 1706 134 1635 137 1558 1256 106 106 1196 302 166 136
internal_count=2383 500 330 1883 1777 193 170 1706 134 1635 137 1558 1256 106 106 1196 302 166 136
is_linear=0
shrinkage=0.00298873


Tree=2662
num_leaves=12
num_cat=0
split_feature=11 14 48 1444 11 0 3 3 49 52 3
split_gain=2.45462 2.30887 1.39835 1.00158 0.842972 0.785982 1.5277 1.13336 1.06353 0.700125 0.667119
threshold=0.095165000000000013 -0.31058999999999998 0.12118000000000002 -0.078379999999999991 1.0000000180025095e-35 -0.13972999999999997 0.06269000000000001 0.11535000000000002 0.11580500000000001 -0.015319999999999999 0.11535000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -7 -6 -8
right_child=-2 2 -4 4 9 7 10 -9 -10 -11 -12
leaf_value=-0.0024211935491271512 -0.0031065599360223135 -0.00095640270194123937 -0.0011406894052622503 -0.0022974661607662833 0.0028205766044664903 0.0026528841560483881 0.0039243785352802308 0.0058300064445562056 -9.4467323945415132e-05 0.0069305274692327574 0.00029623827303637166
leaf_weight=68 58 54 72 65 58 1649 83 70 98 52 56
leaf_count=68 58 54 72 65 58 1649 83 70 98 52 56
internal_value=0 0.00223311 0.00237346 0.00248939 0.00257683 0.00245755 0.000945968 0.0026271 0.00249861 0.00476595 0.00246465
internal_weight=0 2325 2257 2185 2131 2021 204 1817 1747 110 139
internal_count=2383 2325 2257 2185 2131 2021 204 1817 1747 110 139
is_linear=0
shrinkage=0.0256473


Tree=2663
num_leaves=30
num_cat=0
split_feature=12 12 3 43 12 43 3 160 12 13 12 3 13 43 13 159 13 12 43 43 43 1212 133 13 13 52 3 133 43
split_gain=58.0899 18.0396 12.5783 15.9197 5.94006 3.89353 2.4921 2.40868 2.40797 2.2118 2.19197 1.59237 1.40747 1.57917 1.37533 1.31779 1.00414 0.992089 1.3397 1.38727 0.950402 0.814414 1.77947 0.715919 0.706766 0.717781 0.679686 0.363701 0.357415
threshold=0.077755000000000005 0.10321000000000001 0.13772500000000001 -0.040789999999999993 0.14472000000000004 -0.095564999999999983 0.077930000000000013 -0.0031399999999999996 0.092495000000000008 -0.42195999999999995 -0.08780499999999998 0.10449500000000002 -0.049414999999999994 0.03851000000000001 -0.044684999999999996 -1.0000000180025095e-35 -0.0016149999999999999 0.082530000000000006 0.0035900000000000007 0.091510000000000022 -0.073574999999999988 0.041590000000000009 -0.010174999999999998 0.10637500000000001 -0.078934999999999991 0.087105000000000016 -0.086574999999999985 0.093490000000000004 -0.0088849999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 5 14 -1 16 -8 17 -4 -7 -9 13 15 -3 -10 -5 -2 21 -20 -17 24 -23 -16 26 -26 -19 28 -14
right_child=1 4 9 6 -6 10 7 11 12 -11 -12 -13 27 -15 23 20 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0016676381392974136 0.0031412025335089263 0.0016392051896159728 0.00090207663832403016 0.0020564631761155316 0.0008411280228989693 0.0010734087535857588 0.0028282851393876792 0.0024524118901078332 0.0025423535779669254 7.0934180164653103e-05 0.00034065134528862406 0.0016794658604278607 0.0023571915576382644 0.0027125645470642834 0.0023279864602336292 0.0021954209760377016 0.001441738721140797 0.0024426036550757712 0.0020846181539860347 0.0027308671496308902 0.0016382142930735704 0.0029142366377413504 0.0022211216787022354 0.0018747462316128808 0.0030068844342623652 0.0026323394059529688 0.0027702322765152769 0.0028601454727553762 0.002690097509059151
leaf_weight=63 54 70 68 52 53 91 66 52 55 57 70 52 54 64 98 71 52 76 65 65 52 66 80 53 211 67 365 58 83
leaf_count=63 54 70 68 52 53 91 66 52 55 57 70 52 54 64 98 71 52 76 65 65 52 66 80 53 211 67 365 58 83
internal_value=0 0.0025106 0.00140562 0.00162701 0.00177711 0.00101185 0.00212979 0.0023623 0.00264583 0.000523341 0.000755025 0.00206626 0.00245114 0.00229172 0.00200143 0.00214021 0.00174942 0.0027269 0.00270438 0.002408 0.00196012 0.00274889 0.00253468 0.00216912 0.00279234 0.00291674 0.00271385 0.00264883 0.00255912
internal_weight=0 1760 623 498 274 224 274 170 1486 125 161 104 437 242 221 178 104 1049 995 130 123 865 146 151 719 278 441 195 137
internal_count=2383 1760 623 498 274 224 274 170 1486 125 161 104 437 242 221 178 104 1049 995 130 123 865 146 151 719 278 441 195 137
is_linear=0
shrinkage=0.00310948


Tree=2664
num_leaves=25
num_cat=0
split_feature=1 1 2 2 2 15 39 14 2 42 147 49 15 13 42 13 49 42 42 483 15 49 2 13
split_gain=72.2611 11.3726 5.61 5.55002 3.5286 2.9253 2.60762 2.57959 2.48732 2.15264 1.92456 1.85694 1.46342 1.94169 1.21835 1.68075 1.44598 0.996542 0.875617 0.771991 0.756751 0.685734 0.472464 0.299805
threshold=0.10574000000000001 0.12450500000000002 0.10912000000000001 0.095620000000000011 0.13880500000000004 -0.18708499999999997 0.081875000000000017 0.076975000000000002 0.11585500000000001 0.077855000000000021 0.085050000000000014 0.0093850000000000027 -0.012569999999999998 0.058475000000000006 1.0000000180025095e-35 -0.053824999999999991 -0.0081349999999999981 0.085970000000000005 -0.006494999999999999 -1.0000000180025095e-35 0.083885000000000015 -0.011984999999999997 0.079570000000000016 -0.0013449999999999996
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 9 7 5 -3 8 10 11 -2 14 12 -5 20 16 19 -1 -13 22 -16 -14 -21 -18 -4
right_child=1 4 23 6 -6 -7 -8 -9 -10 -11 -12 17 13 -15 15 -17 18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0019846200495185606 0.0015460481242974891 0.00063418981809397229 0.00097250432146739492 0.0016414367522519613 0.00031210715952223835 0.0014405460398532184 0.001470859830285675 0.0028389543264727862 0.001691842644910389 0.0021989797004562583 0.001801893694619818 0.0026091060021985238 0.00171399413956633 0.0025576022307630831 0.0025660006120372509 0.0018157694951135706 0.0022175742048959157 0.0021421247200210068 0.0026636346388813742 0.0024600755823228015 0.002130252719298318 0.0022079759705112608 0.0024379581966150312 0.0012236476524982074
leaf_weight=52 79 74 74 54 100 52 58 60 99 61 54 74 52 52 57 60 89 55 100 88 72 508 299 60
leaf_count=52 79 74 74 54 100 52 58 60 99 61 54 74 52 52 57 60 89 55 100 88 72 508 299 60
internal_value=0 0.00110975 0.00146622 0.00222261 0.000677455 0.000967192 0.0019923 0.00230952 0.00205827 0.00183074 0.00228519 0.00215924 0.00201836 0.00213385 0.002306 0.00223482 0.00239993 0.00241022 0.00244412 0.00227329 0.00195592 0.00224525 0.00238748 0.00108516
internal_weight=0 500 274 1883 226 126 516 1367 458 140 1307 359 230 176 1253 713 540 129 488 653 124 596 388 134
internal_count=2383 500 274 1883 226 126 516 1367 458 140 1307 359 230 176 1253 713 540 129 488 653 124 596 388 134
is_linear=0
shrinkage=0.00260187


Tree=2665
num_leaves=15
num_cat=0
split_feature=0 2 0 16 1 11 0 0 48 150 1 0 47 16
split_gain=2.09544 1.67793 2.16619 1.04312 1.54909 1.1713 1.9029 1.43371 2.85962 1.07493 1.11387 1.06925 0.670238 0.482381
threshold=0.14486500000000005 -0.0091949999999999983 -0.067969999999999989 -0.4058199999999999 0.13539000000000004 1.0000000180025095e-35 -0.076859999999999984 -0.11073999999999999 0.078910000000000022 0.097210000000000005 0.079020000000000021 -0.097829999999999986 0.10305500000000002 -0.50476999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 7 -7 8 -5 10 -3 -9 -13 -12
right_child=-2 3 -4 4 -6 6 -8 11 -10 -11 13 12 -14 -15
leaf_value=0.0026541509540591629 -0.0021940738301672556 0.0024867255624105512 -0.003325191699565275 -0.0028820805765144425 0.0057502828497663404 0.0076499925741399435 0.0021299304918706904 0.0049204268883962779 0.0028896313115579046 0.0034783450206959218 -0.0025180623201019746 0.0023456545911784855 0.00045095224057867587 0.00034429682094386482
leaf_weight=58 58 59 63 80 67 52 78 77 92 58 67 1408 100 52
leaf_count=58 58 59 63 80 67 52 78 77 92 58 67 1408 100 52
internal_value=0 0.00210078 -0.000457091 0.00224222 0.00241163 0.00229296 0.00433979 0.00214138 0.000203728 0.000838527 -2.0299e-05 0.0023515 0.00222017 -0.00126528
internal_weight=0 2311 121 2190 1954 1887 130 1757 172 236 178 1585 1508 119
internal_count=2369 2311 121 2190 1954 1887 130 1757 172 236 178 1585 1508 119
is_linear=0
shrinkage=0.0223275


Tree=2666
num_leaves=20
num_cat=0
split_feature=3 52 12 16 3 3 12 43 10 47 12 16 16 52 12 16 47 16 133
split_gain=2.27724 1.78367 1.57987 1.56368 0.932617 0.931149 1.14556 0.968875 0.759858 0.711636 2.11975 0.735912 1.24467 0.921256 0.613925 0.698174 0.537141 0.518105 0.190962
threshold=0.31370500000000007 0.10347000000000002 0.083795000000000022 -0.11118499999999999 0.12178000000000001 -0.14070999999999997 0.095165000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077555000000000013 0.081420000000000006 -0.0017249999999999998 0.0060650000000000009 -0.08130999999999998 0.093225000000000016 0.0023100000000000004 0.10280000000000002 -0.039889999999999988 0.084675000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 -1 -7 11 -11 13 -13 -10 17 -16 -12 18 -4
right_child=-2 2 14 -5 -6 8 -8 -9 9 10 16 12 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0031641351115463262 -0.002508711181113045 0.0009621335617196582 0.0026691462465704618 -0.0053888638781186739 0.0054950737073953416 -0.0003635706477390015 0.001600175734479756 0.0079636392383496228 0.0047867372653601211 0.0081354595529331605 0.0039075094964803022 -0.0023380471692938014 0.0017317119852840546 0.0021237027633481615 0.0016341758283481989 -0.0020200744067664519 0.00071508724652346212 0.004773160548068903 0.00044056540461095685
leaf_weight=55 76 53 54 53 66 80 79 61 99 54 63 63 279 890 99 56 85 52 52
leaf_count=55 76 53 54 53 66 80 79 61 99 54 63 63 279 890 99 56 85 52 52
internal_value=0 0.00209245 0.000548565 -0.00221073 0.0024375 0.00232573 0.00403478 0.00569042 0.00211894 0.00224868 0.00369717 0.00202863 0.000981203 0.00239056 0.00148392 0.000312129 0.00207591 0.00263168 0.00157851
internal_weight=0 2293 419 106 1874 1808 195 116 1613 1533 202 1331 342 989 313 155 148 158 106
internal_count=2369 2293 419 106 1874 1808 195 116 1613 1533 202 1331 342 989 313 155 148 158 106
is_linear=0
shrinkage=0.0261602


Tree=2667
num_leaves=12
num_cat=0
split_feature=3 2 3 3 15 3 1 12 1 12 40
split_gain=1.60941 0.987532 0.914244 1.33324 0.802378 1.46147 1.23617 0.940434 0.850914 0.738218 0.959634
threshold=0.31343500000000007 0.15020000000000003 0.12991000000000003 0.10812000000000001 -0.40312499999999996 -0.0047649999999999993 0.092550000000000007 -0.064509999999999984 0.084795000000000023 -0.08780499999999998 -0.0057599999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 9 8 -1 -7 -6 -11
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.001840227825951179 -0.0018368659185788447 -0.0012959139328143803 0.0046562702146195085 -0.0021586120391655552 -0.00066441669234913367 0.0043467578264626714 0.0064476145263218211 -0.0025625200097140872 0.00019105024656754959 0.0043697560128674821 0.0015741337038536678
leaf_weight=56 80 65 56 52 78 57 65 53 54 72 1681
leaf_count=56 80 65 56 52 78 57 65 53 54 72 1681
internal_value=0 0.00158065 0.00166484 0.00158745 0.00167963 0.00178717 0.00385047 -0.000298237 0.00232734 0.0015887 0.0016891
internal_weight=0 2289 2224 2168 2116 2007 176 109 111 1831 1753
internal_count=2369 2289 2224 2168 2116 2007 176 109 111 1831 1753
is_linear=0
shrinkage=0.0236941


Tree=2668
num_leaves=13
num_cat=0
split_feature=0 4 0 11 155 10 2 1453 1375 3 48 2
split_gain=1.39367 1.02408 2.45965 1.79373 1.26892 1.22648 0.680827 1.14889 0.785604 0.773752 0.732647 0.61047
threshold=0.14486500000000005 -0.15450999999999995 0.0037850000000000002 0.082485000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 0.086915000000000006 -1.0000000180025095e-35 -0.012484999999999998 -0.044019999999999997 -0.065224999999999991 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 11 -3 7 -7 -8 -9 -10 -1
right_child=-2 2 -4 -5 -6 6 8 9 10 -11 -12 -13
leaf_value=0.0029213137550752602 -0.0025548806270528157 -0.0017371430182498604 -0.0036611366521933069 0.0057037794553405526 0.00062014812684523044 -0.0016615085455196203 -0.0017363090426825703 0.0018913269796451439 0.0036179587768629469 0.0044746473014447606 0.00094983690881523912 0.0066159693252044261
leaf_weight=55 58 83 63 59 75 53 64 707 70 82 941 59
leaf_count=55 58 83 63 59 75 53 64 707 70 82 941 59
internal_value=0 0.00138987 0.00123169 0.00138153 0.00316435 0.00125389 0.00138353 0.00191927 0.000963656 0.00216015 0.00113484 0.00483581
internal_weight=0 2311 2122 2059 189 2000 1917 842 1075 789 1011 114
internal_count=2369 2311 2122 2059 189 2000 1917 842 1075 789 1011 114
is_linear=0
shrinkage=0.0251444


Tree=2669
num_leaves=22
num_cat=0
split_feature=1 1 4 150 0 4 13 4 0 13 0 13 47 4 43 0 4 4 50 0 43
split_gain=96.4276 16.9173 10.3816 7.6533 5.62237 5.0313 4.24959 3.26036 2.28969 1.87579 1.57248 1.50402 2.15155 1.87973 1.36045 2.23461 1.3543 0.838729 0.664716 0.604252 0.475933
threshold=0.104035 0.12450500000000002 0.24099500000000004 0.082965000000000025 0.12539500000000003 0.41181500000000004 -0.059914999999999989 -0.082869999999999985 -0.053259999999999995 -1.0000000180025095e-35 -0.097829999999999986 -0.078734999999999986 0.077555000000000013 -0.074219999999999994 -0.033174999999999989 -0.079119999999999982 -0.080344999999999986 0.50569000000000008 0.10883000000000001 -0.070184999999999984 -0.0082149999999999983
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=2 3 4 5 7 9 17 10 11 -2 -1 16 13 -13 15 -12 -9 -3 -18 20 -16
right_child=1 6 -4 -5 -6 -7 -8 8 -10 -11 14 12 -14 -15 19 -17 18 -19 -20 -21 -22
leaf_value=0.003377971299216579 0.0019084750013748386 0.00032835752749894143 0.0013627694240419058 0.00085565339762361942 0.0017027714866765069 0.0011995420810244233 0.00092739048600587199 0.0023323875358842228 0.0019795566959455719 0.0025856884185309716 0.0028781082331612042 0.0027065223928445722 0.0029446231514426097 0.0023289130899754756 0.0030047091550678669 0.0021165006566454089 0.0028174938070818123 -0.00019158967857125931 0.0025141125457531521 0.0031848000810088886 0.0026451221385891828
leaf_weight=52 93 58 60 93 57 68 101 72 54 61 94 170 89 395 80 55 448 53 78 78 60
leaf_count=52 93 58 60 93 57 68 101 72 54 61 94 170 89 395 80 55 448 53 78 78 60
internal_value=0 0.00113671 0.00258667 0.00157605 0.00262786 0.00187769 0.000483759 0.00265841 0.00258458 0.00217693 0.00288845 0.00261065 0.00251096 0.00244259 0.00281901 0.00259719 0.00271962 7.9807e-05 0.00277257 0.00297047 0.00285083
internal_weight=0 527 1842 315 1782 222 212 1725 1306 154 419 1252 654 565 367 149 598 111 526 218 140
internal_count=2369 527 1842 315 1782 222 212 1725 1306 154 419 1252 654 565 367 149 598 111 526 218 140
is_linear=0
shrinkage=0.00298873


Tree=2670
num_leaves=28
num_cat=0
split_feature=4 3 3 376 15 4 15 4 3 52 16 4 15 4 16 15 15 16 131 16 52 133 16 403 4 4 52
split_gain=62.3007 20.7707 8.27368 6.49066 3.74449 3.95256 3.6798 5.87445 3.61925 5.96585 2.9473 2.87315 2.64758 3.07317 2.42513 2.1328 1.86586 1.61684 0.8198 0.800151 0.697396 0.689872 0.979963 0.688966 0.629206 1.08817 0.637258
threshold=0.30163500000000004 -0.06340999999999998 0.25468500000000005 0.080200000000000007 0.029300000000000003 -0.097514999999999977 -0.42759999999999992 0.42098500000000005 -0.097224999999999992 -0.14689999999999998 -0.0070899999999999991 0.5137400000000002 -0.10436999999999999 -0.37983499999999992 -0.0094449999999999968 -0.029334999999999996 -0.083359999999999976 0.41235500000000008 0.091295000000000015 0.0060650000000000009 0.11110500000000002 0.11370000000000001 -0.066704999999999987 -0.53317999999999988 0.0036400000000000004 -0.0023899999999999993 0.024560000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 12 8 -6 11 -8 9 -1 -11 -2 -3 -14 16 -16 -15 18 24 20 21 22 -7 -23 25 -10 -26
right_child=6 2 -4 -5 5 19 7 -9 17 10 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 23 -24 -25 26 -27 -28
leaf_value=0.0029927319133768431 0.00205220489623775 0.0030594174524024693 0.0011135184802610371 0.0015878444740656421 0.0037195962891685141 0.0030015147933037923 0.0013496976488623423 0.00011808654808378708 0.0029056640922385337 0.0024600631902106074 0.0015300179106235001 0.0011567270880850165 0.0029443860367258717 0.0021294943345162363 0.0023239062216684463 0.0015040427749506544 0.0028142780112141979 0.0024236427057172426 0.0025658448159207861 0.0026035305406488618 0.0027278885979826572 0.0025474072659218173 0.0034100052817535526 0.0029716191136690277 0.0025208378851570745 0.0033438688844210614 0.0029492096459067902
leaf_weight=77 53 56 57 89 59 367 80 57 287 53 66 74 63 68 52 58 70 80 67 61 99 52 60 97 62 60 61
leaf_count=77 53 56 57 89 59 367 80 57 287 53 66 74 63 68 52 58 70 80 67 61 99 52 60 97 62 60 61
internal_value=0 0.0026807 0.00216708 0.00229871 0.00284455 0.00298791 0.00117108 0.000837504 0.00270432 0.00235647 0.0019445 0.00153068 0.00247102 0.00236497 0.00221765 0.0018919 0.00247708 0.00281477 0.00287298 0.00292921 0.0029586 0.0029982 0.00305899 0.00282378 0.00291669 0.00298152 0.00273354
internal_weight=0 2121 513 456 1608 795 264 137 813 196 119 127 367 311 248 110 138 617 537 736 675 576 427 149 470 347 123
internal_count=2385 2121 513 456 1608 795 264 137 813 196 119 127 367 311 248 110 138 617 537 736 675 576 427 149 470 347 123
is_linear=0
shrinkage=0.00293013


Tree=2671
num_leaves=31
num_cat=0
split_feature=2 12 2 15 43 41 43 15 16 52 475 48 124 16 2 49 133 12 52 51 52 51 52 403 16 49 133 43 52 15
split_gain=54.0082 27.4105 8.09529 4.75905 4.40231 3.99469 4.20911 3.92024 3.32626 3.10092 3.21735 2.93864 2.65298 1.77578 1.61673 1.26738 1.0796 1.14078 0.967149 0.859594 0.724529 0.578034 0.476345 0.631944 0.448211 0.381199 0.336296 1.14265 0.468878 0.11643
threshold=0.11715500000000001 -0.011819999999999999 0.14106500000000002 0.022565000000000005 -0.065804999999999989 1.0000000180025095e-35 -0.081164999999999987 0.08765000000000002 -0.38959499999999997 0.033770000000000008 -0.084144999999999984 0.082225000000000006 -0.085059999999999983 -0.075434999999999988 0.17000000000000001 0.0016050000000000003 0.092120000000000021 0.087745000000000004 -0.064819999999999989 -0.091399999999999981 0.087920000000000012 -0.024714999999999997 0.10744000000000002 -0.5268799999999999 -0.091029999999999986 0.088165000000000007 -0.021469999999999996 0.024635000000000004 0.033770000000000008 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 5 12 6 19 13 -2 10 -8 -12 -1 20 -4 -11 17 -9 -10 -3 24 -21 23 -18 -5 -23 27 -19 -28 -26
right_child=2 3 14 7 -6 -7 9 16 18 15 11 -13 -14 -15 -16 -17 22 26 -20 21 -22 25 -24 -25 29 -27 28 -29 -30 -31
leaf_value=0.0024142274960949187 0.001894528570960944 0.0033044909748588423 0.0017519570621112369 0.0041352035811627009 0.0029312627835206694 0.002530050151255691 0.0037332447893009589 0.0038690708659583775 0.0024693254492871488 0.0033148988114090612 0.0031509318600895617 0.002561020988710052 0.0015990904114968562 0.0044171203725811136 0.0010961585961209641 0.003864417953591665 0.0031527301982623786 0.0038732671311426064 0.0030305020371038062 0.0039326539539494597 0.0035286634005941334 0.0036859016271690022 0.0030782462514122458 0.0035973613522956483 0.0039152322699178566 0.0033928639692817806 0.0031420194550734518 0.0032929865759105249 0.0035252632777963457 0.003712815823159295
leaf_weight=80 63 64 81 55 78 53 61 92 55 77 282 104 65 52 58 76 52 63 57 71 65 184 63 69 56 55 53 61 69 71
leaf_count=80 63 64 81 55 78 53 61 92 55 77 282 104 65 52 58 76 52 63 57 71 65 184 63 69 56 55 53 61 69 71
internal_value=0 0.00334803 0.00201758 0.0034675 0.00235776 0.00333153 0.00337511 0.00363756 0.00244555 0.00321951 0.00309329 0.00299207 0.00204904 0.00391131 0.00147854 0.00358807 0.0034807 0.00358207 0.00275521 0.00362464 0.00380469 0.00369063 0.00329431 0.00340654 0.00390309 0.0036186 0.00347461 0.00358806 0.00335903 0.00380232
internal_weight=0 2071 314 1848 223 1027 974 821 175 600 447 386 145 299 139 153 522 338 112 374 247 310 184 121 182 239 246 124 122 127
internal_count=2385 2071 314 1848 223 1027 974 821 175 600 447 386 145 299 139 153 522 338 112 374 247 310 184 121 182 239 246 124 122 127
is_linear=0
shrinkage=0.00298873


Tree=2672
num_leaves=25
num_cat=0
split_feature=4 3 3 0 4 15 3 0 0 4 3 0 3 12 3 4 0 52 3 52 49 4 0 4
split_gain=61.3715 23.791 10.2582 3.87601 3.37451 3.14011 3.04956 4.92681 4.56885 4.28226 4.29388 2.73779 3.30891 2.39575 1.65441 1.64419 1.63205 1.45797 2.69428 1.25157 1.01658 0.756405 0.49207 0.228213
threshold=0.30163500000000004 -0.06340999999999998 0.25468500000000005 -0.07409499999999998 -0.085574999999999984 0.029300000000000003 -0.0035149999999999995 -0.068214999999999984 -0.11912999999999999 -0.030434999999999993 0.092330000000000009 -0.10803999999999998 -0.0072299999999999994 0.083570000000000019 -0.082709999999999992 0.053455000000000009 -0.086284999999999987 -0.15201999999999996 -0.12595999999999999 1.0000000180025095e-35 -0.067339999999999983 -0.016339999999999997 -0.048199999999999993 -0.088319999999999996
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 3 6 4 16 17 7 8 -3 -8 -11 -2 -13 -6 -7 20 -1 22 -19 -17 -15 -22 -5 -18
right_child=11 2 -4 5 13 14 9 -9 -10 10 -12 12 -14 15 -16 19 23 18 -20 -21 21 -23 -24 -25
leaf_value=0.0030260645964031319 0.0009232572725338345 0.0010773112740551669 0.00032902358426421384 0.0018089618115609532 0.0028171698962643353 0.0027320087013712672 0.0023751141004111145 0.00090436149937363425 0.002174350682441335 0.0020565144310039263 0.00097590364893616216 0.00068855609567118224 -0.00015928686440595414 0.0018554891043984882 0.0020761285433025236 0.0015664082029221073 0.0023148538633030154 0.0010441674312593365 0.0019392675941507346 0.0021785339719880689 0.0022116617054119417 0.0024033283035497315 0.0021721530625340366 0.0025821382661191917
leaf_weight=70 104 52 57 68 59 53 93 96 88 67 60 89 71 53 90 57 55 53 64 59 523 276 64 64
leaf_count=70 104 52 57 68 59 53 93 96 88 67 60 89 71 53 90 57 55 53 64 59 523 276 64 64
internal_value=0 0.00205127 0.00150166 0.00222659 0.00230842 0.00197267 0.00164817 0.00141629 0.0017671 0.00189677 0.00154624 0.000552996 0.00031213 0.00224201 0.00231944 0.00220692 0.00266911 0.00177339 0.00153406 0.00187802 0.00225167 0.00227791 0.00198529 0.00245887
internal_weight=0 2121 513 1608 1216 392 456 236 140 220 127 264 160 1027 143 968 189 249 117 116 852 799 132 119
internal_count=2385 2121 513 1608 1216 392 456 236 140 220 127 264 160 1027 143 968 189 249 117 116 852 799 132 119
is_linear=0
shrinkage=0.00293013


Tree=2673
num_leaves=25
num_cat=0
split_feature=2 15 3 3 14 0 1375 147 0 15 16 15 0 3 16 16 15 12 3 4 16 12 3 403
split_gain=3.42672 1.53352 1.86656 1.45109 1.23656 1.27688 1.33678 1.10856 0.807306 1.29092 0.761255 0.814457 1.0647 0.747511 1.74563 0.646065 0.543412 0.705186 0.516912 0.762284 0.729582 0.243884 0.0916 0.0734853
threshold=0.13673000000000005 0.0056700000000000006 -0.12077499999999998 -0.015794999999999997 -0.10708499999999999 -0.11912999999999999 -0.084629999999999997 0.086295000000000011 -0.034179999999999995 -0.10436999999999999 -0.019749999999999993 -0.090684999999999988 -0.15061499999999997 -0.12595999999999999 0.39524000000000009 -0.069144999999999984 0.084785000000000013 0.094185000000000005 -0.086049999999999988 -0.082024999999999987 -0.075434999999999988 0.096535000000000024 -0.088714999999999988 -1.0000000180025095e-35
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 4 -3 16 -1 10 -7 13 9 -2 11 12 -6 14 -8 -15 22 18 20 -20 -18 -19 -4 -23
right_child=8 2 3 -5 5 6 7 -9 -10 -11 -12 -13 -14 15 -16 -17 17 21 19 -21 -22 23 -24 -25
leaf_value=0.0048566719207954962 0.00018647991562537728 0.0064981705523618092 0.0032968743763388342 0.0062443864475488437 -0.0018572847786063663 0.0053963033466254366 -0.0023541513888159604 0.0049403325041681096 0.0013796130900425409 -0.0043896659882774261 -0.0019989128895546498 0.0031342627126990426 0.0022254423110489485 0.0028196683732967624 0.0029709647010483925 0.0015005821524360845 0.0017187734292551623 0.0044551754210226894 -0.00082292361042891914 0.001839860446069436 0.0049269987404711862 0.0033074318668408322 0.0046232697241514169 0.0022159191639999488
leaf_weight=63 65 69 52 53 69 54 65 53 52 54 55 56 55 261 54 564 99 66 66 233 52 65 52 58
leaf_count=63 65 69 52 53 69 54 65 53 52 54 55 56 55 261 54 564 99 66 66 233 52 65 52 58
internal_value=0 0.00232213 0.003042 0.00274211 0.00186037 0.0017134 0.00203959 0.00185755 -0.000893062 -0.00188813 0.000253581 0.000943141 -4.45132e-05 0.00168422 6.03241e-05 0.00191818 0.00249197 0.0022523 0.00177994 0.00125131 0.00282514 0.00337574 0.00396232 0.00279463
internal_weight=0 2214 865 796 1349 1286 1051 997 171 119 235 180 124 944 119 825 743 639 450 299 151 189 104 123
internal_count=2385 2214 865 796 1349 1286 1051 997 171 119 235 180 124 944 119 825 743 639 450 299 151 189 104 123
is_linear=0
shrinkage=0.0218897


Tree=2674
num_leaves=15
num_cat=0
split_feature=2 41 49 16 4 15 16 14 12 150 1375 12 4 15
split_gain=2.37029 1.23031 1.27817 0.991132 1.20361 0.792935 1.88511 0.750334 1.06899 1.12161 0.71258 0.63415 0.262074 0.2387
threshold=0.13673000000000005 0.088180000000000008 -0.15378499999999998 0.21684500000000004 -0.17689999999999997 -0.045404999999999994 0.52822500000000006 -0.22253999999999999 1.0000000180025095e-35 0.10194500000000001 -0.084629999999999997 -0.081314999999999985 -0.023499999999999997 -0.080944999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 12 -7 -6 9 -9 -10 -2 -5 -13
right_child=11 -3 3 5 7 6 -8 8 10 -11 -12 13 -14 -15
leaf_value=0.0054582770158952115 0.0012918733159119253 -0.0012285753270060036 0.0056052563782584231 0.0030845886868027849 0.0048941366938637125 -0.0029694514742117087 0.0025540618978442762 0.00030924403853315569 0.0050218828366289676 0.0039327928895368279 0.0022442882318871936 -0.00059070088353195007 0.0011596067101284715 -0.002705596450858778
leaf_weight=61 54 60 56 62 52 75 60 286 52 55 1294 53 101 64
leaf_count=61 54 60 56 62 52 75 60 286 52 55 1294 53 101 64
internal_value=0 0.0020498 0.00214124 0.00204444 0.00225049 0.000802509 -0.00051272 0.00214231 0.00205734 0.000894415 0.00235178 -0.000787744 0.00189333 -0.00174969
internal_weight=0 2214 2154 2093 1795 298 135 1739 1687 341 1346 171 163 117
internal_count=2385 2214 2154 2093 1795 298 135 1739 1687 341 1346 171 163 117
is_linear=0
shrinkage=0.0232295


Tree=2675
num_leaves=17
num_cat=0
split_feature=1 4 123 1427 130 3 150 1 4 50 151 15 13 3 15 50
split_gain=2.407 1.20138 0.80006 0.78517 0.950008 1.29494 1.71392 1.61575 2.28095 1.05323 1.14814 1.75394 0.985295 0.911333 0.733589 0.14591
threshold=0.14262000000000002 0.27161500000000005 0.085740000000000011 0.083935000000000023 -0.088284999999999988 -0.084854999999999986 0.081245000000000026 0.097195000000000017 -0.1075 0.098445000000000019 -0.059889999999999992 0.083185000000000023 -0.0094049999999999984 -0.062534999999999993 -0.42443999999999993 0.11235500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 -1 6 7 8 -6 10 12 -12 -7 15 -3 -11
right_child=-2 2 -4 -5 5 9 -8 -9 -10 13 11 -13 -14 -15 -16 -17
leaf_value=0.004579636587098021 -0.0026546629127323423 0.0024838412598180981 -0.0027667740156126861 0.0044867908958961577 -0.0032477050080149555 0.0060378929418002398 -0.002889026335698661 0.0045612527874074023 0.0012678438460036606 0.00042082852783544006 0.0010271241787301513 0.0031509277239829617 0.0021003600103756143 -0.0023394059626397957 -0.00084706332743638975 0.0020234335124830693
leaf_weight=61 84 70 54 57 76 81 71 69 465 57 525 401 69 54 86 81
leaf_count=61 84 70 54 57 76 81 71 69 465 57 525 401 69 54 86 81
internal_value=0 0.00151017 -0.000230402 0.00168713 0.00160761 0.00151446 0.000663832 0.00107778 0.00063302 0.00197109 0.00226536 0.00194711 0.00422835 0.000320612 0.000645919 0.00136336
internal_weight=0 2277 210 2067 2010 1949 681 610 541 1268 1076 926 150 192 156 138
internal_count=2361 2277 210 2067 2010 1949 681 610 541 1268 1076 926 150 192 156 138
is_linear=0
shrinkage=0.024168


Tree=2676
num_leaves=17
num_cat=0
split_feature=3 16 0 15 484 16 15 155 3 0 51 39 52 50 42 156
split_gain=1.98088 1.27928 1.69966 2.01719 1.47998 1.0748 1.1605 0.865839 0.865025 0.832279 0.758777 0.98264 0.722408 0.451735 0.50145 0.162806
threshold=0.30112000000000005 -0.068504999999999996 -0.11208499999999998 -0.016434999999999995 -0.012019999999999998 -0.53299999999999992 -0.42075999999999997 0.099270000000000011 -0.12595999999999999 -0.045754999999999997 0.086430000000000021 0.088780000000000012 -0.27209499999999992 0.115 0.087495000000000003 0.11969000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -7 8 -4 13 11 12 -10 14 -8 -9
right_child=-2 2 7 -5 5 6 9 15 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0047081568276554856 -0.0022221528618787973 0.00083869517176710334 -0.0017107487441562574 -0.0054864569043227337 -0.0011402471813442383 -0.0013976880855215866 0.0015663076282979467 0.0038579596475357006 -0.0007002187218338729 0.0048869753499494557 0.0033218974407111706 -0.0022320352176523339 0.0013224996664707291 -0.0002703654521303676 0.002883651566008122 0.0020444793774254161
leaf_weight=92 96 62 73 52 76 60 535 57 118 53 71 57 615 54 234 56
leaf_count=92 96 62 73 52 76 60 535 57 118 53 71 57 615 54 234 56
internal_value=0 0.00125192 0.000702458 -0.00204424 0.00182952 0.00156758 0.00178771 0.00100177 0.0007644 0.00200618 0.00097455 0.000763265 0.000996533 0.00182035 0.00196749 0.00296148
internal_weight=0 2265 1161 114 1104 1012 936 1047 934 876 861 790 733 823 769 113
internal_count=2361 2265 1161 114 1104 1012 936 1047 934 876 861 790 733 823 769 113
is_linear=0
shrinkage=0.0236941


Tree=2677
num_leaves=14
num_cat=0
split_feature=1 1456 158 11 16 4 16 13 157 159 49 4 158
split_gain=1.36755 0.865765 0.806999 0.870744 2.23491 1.08757 1.03736 1.19103 1.54829 1.46862 0.910613 0.569559 0.399981
threshold=0.14262000000000002 0.088395000000000015 0.098790000000000003 0.074925000000000005 0.40410500000000005 -0.47860499999999995 -0.069144999999999984 -0.066934999999999981 -0.078969999999999985 0.065430000000000016 -0.081589999999999982 -0.08916499999999998 0.10777500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 10 9 -9 -8 -7 -12 -4
right_child=-2 -3 12 4 -6 6 7 8 -10 -11 11 -13 -14
leaf_value=0.0038359119769892812 -0.0018515855164402651 -0.0009855249784640164 0.0040712855208673224 -0.0027633679155690417 0.0026263314873627161 -0.0011262402352128027 0.0016335758254401942 -0.0039263827648347988 4.1176196069633423e-05 -0.0017037954561520898 0.0036993404540634251 0.0014447732771424387 0.001735348525199435
leaf_weight=62 84 103 52 91 58 61 386 53 311 72 55 875 98
leaf_count=62 84 103 52 91 58 61 386 53 311 72 55 875 98
internal_value=0 0.000935855 0.00102699 0.000914254 -0.000663826 0.00103978 0.000944034 0.000380007 -0.000535888 0.00110842 0.00141164 0.00157835 0.00254667
internal_weight=0 2277 2174 2024 149 1875 1813 822 364 458 991 930 150
internal_count=2361 2277 2174 2024 149 1875 1813 822 364 458 991 930 150
is_linear=0
shrinkage=0.0214605


Tree=2678
num_leaves=9
num_cat=0
split_feature=3 123 3 3 3 40 40 0
split_gain=1.2273 0.67365 0.725641 0.730087 1.0697 1.09067 0.828169 0.865732
threshold=0.31534000000000006 0.09394000000000001 -0.24195999999999998 -0.15500999999999998 -0.14443999999999999 -0.084904999999999994 -0.081029999999999977 -0.097074999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8
right_child=-2 -3 3 4 5 6 7 -9
leaf_value=0.0034594751650198559 -0.0021250985581424105 -0.001559162604699421 -0.0010784928377275084 0.0038928653426466668 -0.0021227316791090946 0.0036358163677717844 -0.00016888013814567488 0.0010567841047245956
leaf_weight=53 73 58 97 58 61 54 352 1555
leaf_count=53 73 58 97 58 61 54 352 1555
internal_value=0 0.000814928 0.000876783 0.000813796 0.000902157 0.000816253 0.000907796 0.000830422
internal_weight=0 2288 2230 2177 2080 2022 1961 1907
internal_count=2361 2288 2230 2177 2080 2022 1961 1907
is_linear=0
shrinkage=0.0223275


Tree=2679
num_leaves=19
num_cat=0
split_feature=1 1 52 14 3 447 3 3 0 3 3 52 0 52 133 1212 1 3
split_gain=50.2912 10.5055 7.92985 4.94161 4.93523 3.47699 3.41862 4.89295 2.89112 2.29954 2.08301 1.30505 1.22876 1.03296 1.01866 3.58734 0.662167 0.473759
threshold=0.11831500000000002 0.10141500000000002 -0.40011499999999994 0.076175000000000007 -0.06340999999999998 0.081385000000000013 -0.029309999999999996 0.0025650000000000004 -0.061654999999999995 -0.065974999999999992 0.12991000000000003 -0.11183499999999999 0.040035000000000008 -0.029869999999999997 0.0061750000000000008 0.040035000000000008 0.08956500000000002 -0.025669999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 9 -4 -8 10 12 -6 -11 14 -13 16 -16 -1 -15
right_child=4 2 6 -5 8 -7 7 -9 -10 11 -12 13 -14 17 15 -17 -18 -19
leaf_value=0.0026120683729267094 0.0017569581701648281 0.002706885070185436 0.0019997026896887808 0.003223536022087874 0.00065265597083968667 0.0016653935030481158 0.00069624849512731773 0.0018002670135770064 0.00036795942838924119 0.0025783852038403529 0.0013857163544860683 0.0017904813031693026 0.0020324940876192523 0.0020324037772956544 0.0024842284075007118 0.0017813121637521687 0.0023852223692469149 0.0023621903731407901
leaf_weight=568 60 71 102 65 59 54 64 75 81 58 77 72 53 69 532 71 142 88
leaf_count=568 60 71 102 65 59 54 64 75 81 58 77 72 53 69 532 71 142 88
internal_value=0 0.00234183 0.00184562 0.00242918 0.00101272 0.00239891 0.00159175 0.00129217 0.000806793 0.00242286 0.00106793 0.0021835 0.00247312 0.00208334 0.00249089 0.00240152 0.00256674 0.00221745
internal_weight=0 2084 312 1772 277 1707 241 139 217 1653 136 287 1366 229 1313 603 710 157
internal_count=2361 2084 312 1772 277 1707 241 139 217 1653 136 287 1366 229 1313 603 710 157
is_linear=0
shrinkage=0.00293013


Tree=2680
num_leaves=10
num_cat=0
split_feature=149 1374 1456 4 4 4 52 10 1
split_gain=0.982597 1.46667 0.837323 1.06714 1.28159 1.44194 0.933604 0.909858 1.67036
threshold=0.079625000000000015 0.086000000000000007 -0.15824499999999997 -0.51253999999999988 -0.16772499999999999 -0.13833499999999996 -0.12005499999999998 -0.092019999999999977 0.14109500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 -7 -9
right_child=-2 -3 3 4 5 7 -8 8 -10
leaf_value=0.0037134475698891501 0.0041916762869068473 0.0048956642438299086 -0.0018950124050089116 0.001464571881097262 -0.0024226884838987194 -0.0015456236876167447 0.0050080520105389575 0.0011588438126055377 0.0046793690553670331
leaf_weight=64 59 54 53 71 54 56 72 1823 67
leaf_count=64 59 54 53 71 54 56 72 1823 67
internal_value=0 0.00132901 0.00124369 0.0011716 0.00124755 0.00110424 0.00325034 0.00120223 0.00128377
internal_weight=0 2314 2260 2196 2143 2000 143 1946 1890
internal_count=2373 2314 2260 2196 2143 2000 143 1946 1890
is_linear=0
shrinkage=0.0218897


Tree=2681
num_leaves=13
num_cat=0
split_feature=2 402 10 43 403 39 2 402 0 402 13 12
split_gain=0.942499 0.751523 1.64635 1.06133 1.00086 0.950278 1.81362 0.860879 1.09231 0.663236 0.474991 0.444694
threshold=-0.16297999999999999 0.088920000000000013 -0.092019999999999977 -0.025079999999999995 -0.51745999999999992 0.098905000000000007 0.13194500000000003 0.080670000000000006 0.0085900000000000021 0.10491500000000002 -0.059914999999999989 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 6 7 8 -6 -5 -8 -11
right_child=1 3 4 9 5 -7 10 -9 -10 11 -12 -13
leaf_value=0.0040808606356706328 -0.0027310021840565657 0.0049491952733659488 -0.0012807683569385287 0.0032182353466634799 0.001008438749966506 -0.0011041983617759519 0.0054573190045481904 -0.0016432928961801687 0.0028985934348585824 -0.0010339610273300567 0.0025928351467370994 0.0018140848545078322
leaf_weight=52 56 55 83 63 1548 84 54 53 162 53 58 52
leaf_count=52 56 55 83 63 1548 84 54 53 162 53 58 52
internal_value=0 0.00109925 0.000970636 0.00230816 0.00107226 0.00117208 0.00127418 0.00110241 0.00118764 0.00144215 0.00397601 0.000374274
internal_weight=0 2321 2098 223 2042 1959 1875 1763 1710 168 112 105
internal_count=2373 2321 2098 223 2042 1959 1875 1763 1710 168 112 105
is_linear=0
shrinkage=0.0218897


Tree=2682
num_leaves=11
num_cat=0
split_feature=8 147 39 2 39 401 13 2 1453 401
split_gain=0.784503 1.13703 1.00588 0.961538 0.916034 0.637063 0.62635 1.29685 1.09219 0.29037
threshold=0.080475000000000005 0.092070000000000013 0.10076500000000001 -0.011974999999999998 0.085095000000000018 0.087495000000000003 -0.086424999999999988 0.11500500000000001 -0.077764999999999987 0.10910000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8 -7
right_child=-2 -3 -4 4 -6 9 8 -9 -10 -11
leaf_value=-0.0014377725177404832 0.0033528650132393363 0.0036616868296670243 -0.0012451904790671043 0.00060235032251884364 0.0028898880224443222 0.0029047043812979395 0.0037240163667930063 -0.0023187108600307631 0.00081708542256168503 0.0012382607764220563
leaf_weight=72 52 57 97 306 94 81 55 78 1389 92
leaf_count=72 52 57 97 306 94 81 55 78 1389 92
internal_value=0 0.000839778 0.000768636 0.000858879 0.000937912 0.000846107 0.000734917 8.44753e-06 0.000927956 0.00201975
internal_weight=0 2321 2264 2167 2095 2001 1828 384 1444 173
internal_count=2373 2321 2264 2167 2095 2001 1828 384 1444 173
is_linear=0
shrinkage=0.0202227


Tree=2683
num_leaves=15
num_cat=0
split_feature=133 0 133 402 132 2 159 40 133 475 1 1 1 160
split_gain=0.751047 1.50758 1.2835 0.869658 0.702986 1.91014 0.822014 1.25535 0.903564 0.927379 0.849005 2.06615 1.26138 0.403872
threshold=0.11588000000000002 -0.071719999999999992 0.10599500000000002 -0.041189999999999997 0.10720500000000001 0.14983000000000005 0.0055900000000000004 -0.083564999999999987 0.047025000000000004 -1.0000000180025095e-35 0.10587000000000001 0.11367000000000001 0.089625000000000024 0.091625000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 6 7 -1 9 -8 12 -12 -9 -11
right_child=1 -3 -4 -5 -6 -7 8 10 -10 13 11 -13 -14 -15
leaf_value=-0.0026428266933041077 0.00021352818041043208 0.0020653874037802043 0.0045223065036884055 -0.0028810844664067261 0.003462817420102873 -0.0029224218294211022 0.0047861197671562623 0.00099328014216939738 0.0001383940996446414 0.0010313673097985295 0.0045719508989606672 0.00043719122341053407 -0.0007641501541797561 0.0033753500421399895
leaf_weight=55 88 96 52 101 54 68 76 968 102 121 102 163 271 56
leaf_count=55 88 96 52 101 54 68 76 968 102 121 102 163 271 56
internal_value=0 -0.000257669 0.000988015 -0.00143892 0.000897629 0.000827617 0.000960974 0.000735507 0.00195044 0.00268003 0.000859212 0.0020296 0.00060869 0.00177434
internal_weight=0 285 2088 189 2036 1982 1914 1559 355 253 1504 265 1239 177
internal_count=2373 285 2088 189 2036 1982 1914 1559 355 253 1504 265 1239 177
is_linear=0
shrinkage=0.0227741


Tree=2684
num_leaves=13
num_cat=0
split_feature=14 12 52 16 13 149 10 14 3 12 16 12
split_gain=0.790838 0.580143 1.16181 1.30339 0.98745 1.14881 1.18889 1.36837 1.35751 0.812568 0.614695 0.319113
threshold=0.076975000000000002 0.099815000000000015 -0.23125999999999997 -1.0000000180025095e-35 -0.42195999999999995 0.079000000000000015 -0.013164999999999998 -1.0000000180025095e-35 -0.15315499999999996 0.094760000000000011 -0.25959999999999994 0.11201500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 10 -1 6 -6 -8 -9 -10 -4 -12
right_child=-2 2 3 -5 5 -7 7 8 9 -11 11 -13
leaf_value=0.0031630446249154513 0.002731249723322731 0.0024170252841725884 -0.0020177559487345419 -0.0034929296297984769 -0.0025155058568090407 0.0036380475161582933 0.0033462208909925458 -0.0018201873895115814 0.00048816488142477439 0.0020210180679573935 -0.00020219787395873941 0.0015898126116234697
leaf_weight=67 74 59 52 59 53 52 75 101 1443 164 102 72
leaf_count=67 74 59 52 59 53 52 75 101 1443 164 102 72
internal_value=0 0.000563914 -0.000216742 -0.000762751 0.00070139 0.000613916 0.000528145 0.000618742 0.000498847 0.000644735 -4.90309e-05 0.000538058
internal_weight=0 2299 344 285 1955 1888 1836 1783 1708 1607 226 174
internal_count=2373 2299 344 285 1955 1888 1836 1783 1708 1607 226 174
is_linear=0
shrinkage=0.0206272


Tree=2685
num_leaves=20
num_cat=0
split_feature=9 2 0 474 130 14 2 0 43 15 133 160 159 42 51 2 0 403 15
split_gain=1.76888 1.3637 2.7525 1.37688 1.0934 0.912282 0.807393 1.28529 1.20428 1.14376 0.798459 0.532731 1.12817 0.536675 1.24915 1.11884 0.6032 0.464161 0.366537
threshold=-1.0000000180025095e-35 0.09857500000000001 0.014040000000000002 0.090025000000000008 0.078550000000000023 -0.10708499999999999 0.10406500000000002 -0.084114999999999981 -0.078139999999999973 -0.04174499999999999 0.09635500000000001 -0.16396999999999998 -0.019465 0.08648500000000002 0.092460000000000014 0.089885000000000007 -0.070184999999999984 -0.10258999999999999 -0.12291999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 -3 -7 9 -9 18 -10 12 -2 14 15 -13 17 -15 -8
right_child=1 4 -4 -5 -6 6 7 8 10 -11 -12 13 -14 16 -16 -17 -18 -19 -20
leaf_value=-0.0033214400839800158 0.0012562792370688326 0.0017007146543054014 0.0047005414100631136 -0.0026166453139420632 0.0020791644015566214 -0.0032090828688275323 -0.0022929509179646988 0.0026299496392329209 -0.0016170183562734999 -0.0050741189160275792 0.0016984392449963589 0.0013124146698487475 -0.0029033759392930072 -0.0018935107877927511 0.0046352327402824304 -0.0011129884000138012 0.00216154649257387 0.00018049413014012167 0.00025155984198153012
leaf_weight=74 74 67 88 74 77 88 63 79 150 56 53 617 67 71 52 123 69 323 59
leaf_count=74 74 67 88 74 77 88 63 79 150 56 53 617 67 71 52 123 69 323 59
internal_value=0 0.000328428 0.00070963 0.00047055 -0.000529471 -0.000856484 -0.00116959 -0.000778883 0.000195853 -0.00232452 -0.000750185 0.000634375 -0.000718536 0.000786573 0.00115391 0.000908938 0.000157683 -0.000192618 -0.00106038
internal_weight=0 2250 1558 1470 692 615 548 460 282 178 203 1396 141 1255 792 740 463 394 122
internal_count=2324 2250 1558 1470 692 615 548 460 282 178 203 1396 141 1255 792 740 463 394 122
is_linear=0
shrinkage=0.0232295


Tree=2686
num_leaves=23
num_cat=0
split_feature=1 52 3 4 2 14 2 2 0 1 2 0 15 47 4 42 158 2 1 4 4 3
split_gain=70.6968 13.857 8.24193 5.56654 5.09115 4.42435 3.78159 3.29171 3.66199 3.18105 3.03037 2.01787 1.50068 1.67254 1.48176 1.17463 1.08774 1.16075 0.986038 0.509593 0.438801 0.229008
threshold=0.10471500000000002 -0.40011499999999994 -0.06340999999999998 0.23590000000000003 0.13880500000000004 0.062655000000000016 0.114165 0.099145000000000025 -0.026509999999999995 0.087840000000000015 -1.0000000180025095e-35 -0.0076699999999999989 0.088005000000000014 0.083875000000000019 0.024315000000000003 0.095980000000000024 0.080150000000000013 0.095935000000000006 0.14000500000000002 -0.077679999999999985 0.052250000000000012 -0.078344999999999984
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 6 5 10 7 -3 9 15 11 -4 16 13 -11 -12 20 17 -1 -6 -14 21 -9
right_child=1 2 4 -5 18 -7 -8 8 -10 12 14 -13 19 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0023013506038486774 0.0023003836480485333 0.0018659105550455741 0.0003817020033760047 0.001407343652814041 0.00037082798962859002 0.0029041195350837015 0.00087062742447566557 0.0024865962376941649 0.0014436160837331547 0.0015879433550309164 0.001437379179598415 0.0028584328462643838 0.0020278865483430645 0.0021717991642860122 0.0008528857947374828 0.001799112352872472 0.0026325603573555505 0.0018897863008839073 -0.0001723354268110666 0.002363015405737304 0.0020359058226464663 0.002224856919061974
leaf_weight=848 58 73 74 69 52 73 52 53 87 99 57 55 68 65 88 66 74 59 54 82 56 62
leaf_count=848 58 73 74 69 52 73 52 53 87 99 57 55 68 65 88 66 74 59 54 82 56 62
internal_value=0 0.00100446 0.00083736 0.00219312 0.000600823 0.00222414 0.00145211 0.00219447 0.00193888 0.00225579 0.000846076 0.00233123 0.00200677 0.00181953 0.00108286 0.00212056 0.00230164 0.00227461 9.38385e-05 0.00221129 0.00224445 0.00234575
internal_weight=0 508 450 1816 325 1747 125 1674 324 1350 219 1036 314 164 145 237 981 907 106 150 171 115
internal_count=2324 508 450 1816 325 1747 125 1674 324 1350 219 1036 314 164 145 237 981 907 106 150 171 115
is_linear=0
shrinkage=0.00281635


Tree=2687
num_leaves=9
num_cat=0
split_feature=148 40 34 10 14 15 41 11
split_gain=0.950104 1.11758 0.821712 1.39987 0.801018 0.648946 0.544514 1.66668
threshold=-0.081574999999999995 0.051255000000000002 -0.072169999999999984 -0.012054999999999998 -0.10708499999999999 -0.41971499999999995 0.083975000000000008 0.077415000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=-0.0020735933582013721 0.0028483971703875681 -0.0025328878496003854 -0.0028849403620997797 0.0026344677471651741 -0.0018107507469920002 0.00043413920112402976 -0.0014448158140853995 0.0030844166717716136
leaf_weight=65 63 52 52 75 52 1800 58 107
leaf_count=65 63 52 52 75 52 1800 58 107
internal_value=0 0.000455339 0.000525846 0.000457497 0.000540684 0.000462719 0.000522994 0.000582959
internal_weight=0 2259 2207 2144 2092 2017 1965 1907
internal_count=2324 2259 2207 2144 2092 2017 1965 1907
is_linear=0
shrinkage=0.0206272


Tree=2688
num_leaves=20
num_cat=0
split_feature=4 2 123 13 2 2 2 43 2 1455 4 157 3 4 52 52 4 159 2
split_gain=84.4052 32.7776 12.7156 7.52355 4.28462 3.66105 2.81159 2.15259 2.10076 2.05831 2.10393 1.73963 1.66162 1.58038 1.47913 1.40205 1.33697 1.23443 0.895133
threshold=0.30163500000000004 0.13106000000000004 1.0000000180025095e-35 -0.16392499999999996 0.14019000000000004 0.091205000000000008 0.15020000000000003 -0.049914999999999994 0.074875000000000011 0.018650000000000003 0.014585000000000002 -0.054224999999999995 -0.097224999999999992 0.054560000000000004 -0.0097699999999999992 0.033770000000000008 -0.085574999999999984 -0.018164999999999997 0.11252000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 -3 -2 11 10 12 -5 -7 -13 16 -12 -10 -16 -9
right_child=4 6 -4 5 -6 9 -8 18 14 -11 15 13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.0013521793372536794 0.00040623976415266841 0.0012417101308767155 0.0013717308720449357 0.0018550453951032722 -7.5755525228562651e-05 0.0019985619708644824 0.00040119011512821274 0.0012377895427461275 0.0027967634167701551 0.0026841732530521307 0.0016778114013195962 0.002469583896694179 0.0023775187150650214 0.0019983764014367819 0.0029622015789073875 0.0022345840739862099 0.00231743718683415 0.0025909693497443926 0.00074945957820663053
leaf_weight=53 77 60 101 52 60 122 57 56 53 63 91 301 288 64 80 53 235 403 55
leaf_count=53 77 60 101 52 60 122 57 56 53 63 91 301 288 64 80 53 235 403 55
internal_value=0 0.00222469 0.00230782 0.00235869 0.000553631 0.00238823 0.000832473 0.000754653 0.0024763 0.00221861 0.00216561 0.00232077 0.00226483 0.00238704 0.00256038 0.00188294 0.00240575 0.00265252 0.000996085
internal_weight=0 2076 1959 1858 248 1805 117 188 1188 617 554 417 410 365 771 144 288 483 111
internal_count=2324 2076 1959 1858 248 1805 117 188 1188 617 554 417 410 365 771 144 288 483 111
is_linear=0
shrinkage=0.00270699


Tree=2689
num_leaves=14
num_cat=0
split_feature=9 13 1455 9 4 50 52 42 48 1186 13 50 4
split_gain=1.62203 1.32367 0.898721 1.04203 1.01341 1.26561 0.862741 0.704936 0.692247 0.546236 0.559646 0.555695 0.471091
threshold=-1.0000000180025095e-35 -0.16392499999999996 0.018650000000000003 1.0000000180025095e-35 0.0053900000000000016 -1.0000000180025095e-35 -0.10271999999999999 0.083725000000000008 0.10078500000000001 0.057025000000000006 0.24679500000000001 0.10672000000000002 0.020345000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 9 -6 -7 -4 -8 10 11 -3 -2
right_child=1 2 7 -5 5 6 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0024364305563102577 -0.0026536923506200027 0.00099943940197950477 0.0040689457390475367 0.0033231797634823567 -0.0031188850419283788 0.0026164911600425 0.00016525204942491374 0.0012315197012711162 -0.0023795144605719787 -0.0011328747373002604 0.003044421377290372 -0.00044047635276652972 -0.00016393296180749659
leaf_weight=74 62 1181 59 61 57 53 320 102 53 56 52 126 68
leaf_count=74 62 1181 59 61 57 53 320 102 53 56 52 126 68
internal_value=0 0.000666707 0.000790664 0.000668752 0.000583325 -0.000232124 0.000153616 0.00227269 -0.000195746 0.000861828 0.000944185 0.000860457 -0.00135305
internal_weight=0 2250 2120 1959 1898 483 426 161 373 1415 1359 1307 130
internal_count=2324 2250 2120 1959 1898 483 426 161 373 1415 1359 1307 130
is_linear=0
shrinkage=0.0206272


Tree=2690
num_leaves=18
num_cat=0
split_feature=4 3 39 3 3 376 0 4 3 3 156 457 12 11 3 43 43
split_gain=49.6462 17.1679 9.38444 6.23037 2.90549 2.78136 2.59649 1.75557 4.03606 3.93442 1.74971 1.71328 1.85804 2.29271 1.45943 1.1807 1.00017
threshold=0.30163500000000004 0.25468500000000005 0.085345000000000018 0.14121000000000003 -0.072024999999999992 0.082945000000000019 -0.11169999999999998 -0.030434999999999993 0.09037000000000002 -0.0083149999999999977 -0.0039599999999999991 0.062030000000000009 0.10367000000000001 0.080150000000000013 -0.020014999999999995 -0.030304999999999995 0.0032700000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 10 -4 -2 9 15 -6 -1 12 13 -12 -8 -9 -17
right_child=3 -3 5 -5 7 -7 14 8 -10 -11 11 -13 -14 -15 -16 16 -18
leaf_value=0.002845885836136596 0.0015428542008867549 0.00055665553486873088 0.0019076170445235462 -0.00013651339243220256 0.001925113452978176 0.0010422124604592493 0.0010726461715281125 0.0018095013652169496 0.0012298529063403966 0.0027956154642583154 0.0024196551799970678 0.0019635861328341393 0.0019927612947459629 0.0030102287126048963 0.00040307497135054157 0.0026642435660414006 0.0020991989628042166
leaf_weight=85 66 54 82 52 100 60 73 56 55 94 1159 82 89 65 52 53 67
leaf_count=85 66 54 82 52 100 60 73 56 55 94 1159 82 89 65 52 53 67
internal_value=0 0.00225411 0.00229887 0.000798458 0.00235526 0.00154218 0.00105318 0.00213244 0.00195205 0.00234707 0.00241922 0.0023932 0.00242 0.00245104 0.000794365 0.00217755 0.00234903
internal_weight=0 2101 2047 243 1905 142 191 425 231 194 1480 1395 1313 1224 125 176 120
internal_count=2344 2101 2047 243 1905 142 191 425 231 194 1480 1395 1313 1224 125 176 120
is_linear=0
shrinkage=0.0030485


Tree=2691
num_leaves=26
num_cat=0
split_feature=4 3 150 13 48 13 3 4 43 51 3 42 3 4 474 157 160 3 4 42 474 3 49 150 51
split_gain=61.5154 14.9181 9.77614 3.473 3.58104 3.03073 2.79856 2.2411 1.99422 1.4944 1.38186 3.61702 1.95513 1.3947 1.22857 1.52141 1.20376 2.6274 0.804963 0.782828 0.773988 0.699388 0.590225 0.223491 0.1934
threshold=0.30163500000000004 -0.065259999999999999 0.085395000000000013 -1.0000000180025095e-35 0.087365000000000012 -0.016999999999999998 0.0037100000000000002 0.032965000000000001 -0.049364999999999992 -0.14487999999999998 -0.096099999999999977 0.087005000000000013 -0.15680499999999997 -0.097514999999999977 0.023345000000000001 -0.0062799999999999991 -0.080499999999999974 -1.0000000180025095e-35 0.11057000000000002 0.081685000000000021 0.086080000000000018 0.0045450000000000013 0.093945000000000015 0.095950000000000021 -0.023524999999999997
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=1 7 3 4 8 6 -2 9 -3 -1 11 12 -11 -14 15 -12 -5 -18 22 -17 -16 -7 -9 -4 -22
right_child=5 2 23 16 -6 21 -8 18 -10 10 14 -13 13 -15 20 19 17 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0026383648817615638 0.00058138310856288631 0.0013551911527810516 0.00094051534769487338 0.0016775906612715747 0.00089610523330137812 0.00062684080113274818 -0.00027031716802339729 0.0018779630025114009 0.0019918923794254415 0.0021715400041930817 0.0016917448941572728 0.0026175503359471943 0.0012316242544329267 0.0018252059923642187 0.0026880038412422564 0.0022963036776563507 0.0016893100779569068 0.0024654666688178973 0.0021106540760095129 0.0021178435587696338 0.0024063348954745357 0.0010626454512718158 0.0014950825814108244 0.00067584571264660916 0.0021575074737152939
leaf_weight=53 66 66 52 54 54 68 57 85 97 72 53 54 52 81 58 323 56 92 67 519 53 52 53 52 55
leaf_count=53 66 66 52 54 54 68 57 85 97 72 53 54 52 81 58 323 56 92 67 519 53 52 53 52 55
internal_value=0 0.00199432 0.00158188 0.00177377 0.00152583 0.000497432 0.000186448 0.002131 0.00173427 0.00217214 0.0021534 0.00196786 0.00179657 0.00159336 0.00219866 0.00215708 0.00203997 0.00217199 0.00185532 0.00218634 0.00242267 0.00081594 0.00173113 0.00080847 0.0022799
internal_weight=0 2101 523 419 217 243 123 1578 163 1373 1320 259 205 133 1061 895 202 148 205 842 166 120 138 104 108
internal_count=2344 2101 523 419 217 243 123 1578 163 1373 1320 259 205 133 1061 895 202 148 205 842 166 120 138 104 108
is_linear=0
shrinkage=0.00281635


Tree=2692
num_leaves=18
num_cat=0
split_feature=1 52 12 16 123 12 1 150 1 14 16 484 133 133 15 15 52
split_gain=72.5122 18.6783 10.0137 6.12139 4.77678 3.69132 3.54628 2.00618 3.2572 2.48618 1.97881 1.60308 2.08788 1.53266 1.10912 0.887906 0.474095
threshold=0.10491000000000002 -0.40011499999999994 -1.0000000180025095e-35 -0.14483499999999996 1.0000000180025095e-35 0.11769500000000001 0.11670500000000002 0.089155000000000012 0.085265000000000021 0.054835000000000009 -0.069144999999999984 0.085560000000000011 0.082925000000000013 0.099660000000000012 -0.027009999999999996 -0.086849999999999997 -0.0078449999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 7 15 9 -9 11 -8 13 -13 14 -1 -4 -15
right_child=1 2 6 -5 -6 -7 10 8 -10 -11 -12 12 -14 16 -16 -17 -18
leaf_value=0.0025227989929639057 0.0028297018042168632 0.00096246668049688219 0.0014105850286613339 -0.00021483713505844845 0.001702460306964672 0.0017934076685793964 0.00065307465114047478 0.0026316469391671842 0.0015747874919460245 0.0032366093842852786 0.0014160027799077037 0.0018855427695186955 0.0026921461568093033 0.0021249512993344625 0.0027345445685482478 0.0019489593846039302 0.0024614639580680959
leaf_weight=388 59 85 57 93 71 64 82 68 52 60 59 74 58 54 726 69 225
leaf_count=388 59 85 57 93 71 64 82 68 52 60 59 74 58 54 726 69 225
internal_value=0 0.00115257 0.000930133 0.000347168 0.00251055 0.00254296 0.00131865 0.00257108 0.00217396 0.00260112 0.000972554 0.0025761 0.00224022 0.0026079 0.00266083 0.00170568 0.00239645
internal_weight=0 504 445 178 1840 1769 267 1705 120 1585 141 1525 132 1393 1114 126 279
internal_count=2344 504 445 178 1840 1769 267 1705 120 1585 141 1525 132 1393 1114 126 279
is_linear=0
shrinkage=0.00317166


Tree=2693
num_leaves=18
num_cat=0
split_feature=15 3 123 2 0 42 3 52 0 0 3 457 3 0 16 0 43
split_gain=35.4632 15.6486 12.7139 6.88686 4.45929 2.75783 3.8019 3.49765 2.70398 2.4067 3.3269 2.17215 2.10381 2.33344 1.2972 0.937856 0.877627
threshold=-0.25061999999999995 0.30835000000000007 1.0000000180025095e-35 0.099675000000000014 -0.14032999999999998 0.11387000000000001 -0.08632999999999999 -0.41304999999999997 -0.071844999999999978 -0.11073999999999999 -0.010299999999999998 0.09061000000000001 -0.15500999999999998 -0.076639999999999986 0.070130000000000012 -0.15503499999999998 0.0039500000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 11 -5 6 7 -6 -4 -1 -11 12 -2 15 -15 -14 -8
right_child=1 -3 8 4 5 -7 16 -9 -10 10 -12 -13 13 14 -16 -17 -18
leaf_value=0.0012792641320100416 0.0029426685778030895 0.00054791240325349311 0.0016964873192760049 0.0012635255012209965 0.0022405579618658589 0.0014068005463672177 0.0024859780731822365 0.0011575547308936398 0.000815854699633208 0.00099923474068088413 1.9465901160797942e-05 0.001768630963394108 0.0027741224934405449 0.0019012718106721305 0.002316811084837736 0.0023738712990134581 0.0020641910065107368
leaf_weight=53 53 54 62 78 52 52 163 55 63 63 61 59 56 153 122 1083 62
leaf_count=53 53 54 62 78 52 52 163 55 63 63 61 59 56 153 122 1083 62
internal_value=0 0.00213743 0.00217803 0.00223619 0.0019161 0.00204857 0.00214899 0.00168417 0.0012529 0.000745785 0.000517509 0.00233307 0.00235575 0.00233373 0.00208574 0.00239358 0.00236989
internal_weight=0 2167 2113 1988 462 384 332 107 125 177 124 1526 1467 1414 275 1139 225
internal_count=2344 2167 2113 1988 462 384 332 107 125 177 124 1526 1467 1414 275 1139 225
is_linear=0
shrinkage=0.00298873


Tree=2694
num_leaves=13
num_cat=0
split_feature=4 16 457 39 376 12 41 12 43 403 16 13
split_gain=2.95616 1.81262 1.0519 0.837113 1.00318 0.816387 0.984 0.72578 0.738173 0.687309 0.67146 0.561783
threshold=0.27161500000000005 -0.34140499999999996 0.10259500000000001 0.085495000000000015 0.080200000000000007 0.11769500000000001 0.07831500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.53317999999999988 -0.23071499999999998 -0.15569499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 -5 6 9 8 -2 -1 -11 -12
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 11 -13
leaf_value=-0.00033579537312778264 -0.00096255760050957019 -0.0041434531490501803 -0.0013059092239023119 0.0017135789316062684 -0.0023838414839379043 -0.00043547428592980759 0.0047757733562802281 -0.0018748249248015305 0.0025899763018195749 0.0038472263841850102 -0.00041847927559671025 0.0019471107500587362
leaf_weight=72 52 70 62 76 56 78 66 61 80 98 56 1517
leaf_count=72 52 70 62 76 56 78 66 61 80 98 56 1517
internal_value=0 -0.000941099 0.00167212 0.0017637 -2.2842e-05 0.0018888 0.00198916 0.000219092 0.00118861 0.0018835 0.00197927 0.00186274
internal_weight=0 263 2081 2019 132 1887 1809 193 132 1743 1671 1573
internal_count=2344 263 2081 2019 132 1887 1809 193 132 1743 1671 1573
is_linear=0
shrinkage=0.0232295


Tree=2695
num_leaves=11
num_cat=0
split_feature=1 1455 123 1 475 150 42 42 39 1
split_gain=0.851604 0.849603 0.938064 0.667906 0.709016 0.73805 0.754974 0.718198 0.600928 0.559449
threshold=0.14828500000000003 0.10563500000000002 0.09394000000000001 0.13539000000000004 -0.085684999999999997 0.09487000000000001 0.083835000000000007 0.083795000000000022 0.089200000000000015 0.11890000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 8 -7 -1 9 -6
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=0.0048210426162244371 0.0049435469174040816 0.0044826317939281298 -0.0017558334526661069 0.0040928006429712966 0.0016878635745265751 -0.0024823393679660891 0.0012704835396872111 0.00089273966470667992 -0.00060099456676485357 -0.00094453572089127217
leaf_weight=83 52 66 60 69 1673 67 81 52 89 57
leaf_count=83 52 66 60 69 1673 67 81 52 89 57
internal_value=0 0.00155543 0.00146871 0.00155795 0.00147461 0.0013485 -0.000426543 0.00330999 0.00149308 0.00160097
internal_weight=0 2297 2231 2171 2102 1967 148 135 1819 1730
internal_count=2349 2297 2231 2171 2102 1967 148 135 1819 1730
is_linear=0
shrinkage=0.0261602


Tree=2696
num_leaves=20
num_cat=0
split_feature=1 52 39 150 1 2 0 0 12 2 132 48 402 13 13 151 1 15 13
split_gain=52.0318 13.0336 6.05865 4.34875 4.63214 3.06019 2.96714 2.36748 2.1601 1.66933 1.47519 1.30982 1.34621 1.2789 0.855764 0.850915 1.75397 0.204903 0.345543
threshold=0.10335000000000001 -0.24526499999999998 0.089130000000000015 0.083435000000000023 0.085720000000000005 1.0000000180025095e-35 -0.068669999999999995 -0.14989499999999997 -0.082514999999999991 0.12358500000000001 -0.013219999999999997 0.092475000000000016 0.0064150000000000014 -0.0083549999999999978 0.031740000000000011 -0.0056149999999999993 0.12608000000000003 -0.059484999999999989 -0.0078949999999999975
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 5 7 -5 6 -3 -1 -4 10 17 12 14 -14 -12 -7 -17 -9 -19
right_child=1 2 8 4 -6 15 -8 9 -10 -11 11 -13 13 -15 -16 16 -18 18 -20
leaf_value=0.0027233600877640237 0.0023608249205804908 0.0021371900651951541 0.00095046064754349157 0.0022521002641792925 0.0013740431762771454 0.0013436248161522791 0.0012240505997992755 0.0023714413507644042 0.00024328134900496875 0.001786233772068286 0.0022696812299323726 0.0019506906549099892 0.0023529737270200899 0.0028613608425720441 0.0020197025596360575 0.00069932426379683038 0.0013192044331361817 0.0024544806197479433 0.0027510208071901718
leaf_weight=94 72 54 66 100 85 77 55 54 66 53 890 101 138 53 121 77 64 73 56
leaf_count=94 72 54 66 100 85 77 55 54 66 53 890 101 138 53 121 77 64 73 56
internal_value=0 0.00126825 0.0010968 0.00225086 0.00184883 0.00129843 0.0016767 0.00229639 0.000597094 0.00227029 0.00228754 0.00225472 0.00228024 0.0024942 0.00223979 0.00110915 0.000980897 0.00252104 0.00258344
internal_weight=0 531 459 1818 185 327 109 1633 132 1539 1486 1303 1202 191 1011 218 141 183 129
internal_count=2349 531 459 1818 185 327 109 1633 132 1539 1486 1303 1202 191 1011 218 141 183 129
is_linear=0
shrinkage=0.00276112


Tree=2697
num_leaves=17
num_cat=0
split_feature=3 15 52 12 12 12 0 52 402 3 160 402 0 1375 15 3
split_gain=1.16798 1.3 1.30371 0.729916 0.854071 0.825969 0.678457 0.827742 0.654075 1.17439 0.763355 0.649727 0.577268 0.572643 0.499995 0.445235
threshold=0.097710000000000005 -0.13800499999999996 -0.053514999999999993 0.12701500000000002 0.023990000000000004 -0.06202499999999999 -0.068669999999999995 -0.054974999999999989 0.08865000000000002 -0.086049999999999988 -0.52850499999999989 0.0064150000000000014 -0.085719999999999977 0.083945000000000006 -0.082179999999999989 0.077930000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 -1 10 -10 -6 13 -11 14 -12 -7
right_child=1 2 -4 -5 8 15 -8 -9 9 12 11 -13 -14 -15 -16 -17
leaf_value=0.0053097077423275062 0.0065952675139776505 0.0050065923105896458 -7.0296934798419342e-05 -0.0014609840451143411 -0.00098608319619739471 -0.0023810743540994008 -0.00040062212966314784 0.00091599323677245715 0.0064870339172966507 -0.00030435593864949447 0.0026694005792398997 0.0047756034489445818 0.0036761160908112271 0.004419637153009864 0.0013235622511570558 0.00056302911082464074
leaf_weight=60 80 73 91 62 78 91 86 81 68 55 287 60 62 62 978 75
leaf_count=60 80 73 91 62 78 91 86 81 68 55 287 60 62 62 978 75
internal_value=0 0.00363404 0.00218769 0.00156328 0.0016552 0.000467872 0.00157852 0.0027878 0.00193782 0.00352593 0.00173707 0.00189043 0.00180237 0.00175975 0.00162914 -0.00104909
internal_weight=0 244 164 2105 2043 393 227 141 1650 185 1465 1387 117 1327 1265 166
internal_count=2349 244 164 2105 2043 393 227 141 1650 185 1465 1387 117 1327 1265 166
is_linear=0
shrinkage=0.0283167


Tree=2698
num_leaves=22
num_cat=0
split_feature=12 12 43 13 12 52 52 124 0 0 48 11 51 0 123 0 43 1212 12 49 0
split_gain=62.3654 17.4185 15.7235 13.316 6.31166 4.17458 4.8833 3.05483 2.17038 2.90855 1.30872 2.36947 1.12383 2.01442 1.09504 0.96656 0.693844 0.6843 0.721781 0.376437 0.0810069
threshold=0.077755000000000005 0.13969000000000004 -0.031974999999999996 -0.28558999999999996 0.091325000000000003 -0.082554999999999976 0.026115000000000003 -0.085059999999999983 0.11535000000000002 -0.049024999999999992 0.093265000000000015 1.0000000180025095e-35 -0.069704999999999989 -0.092114999999999989 0.089295000000000013 -0.23029499999999997 0.061400000000000003 -0.014129999999999998 0.083785000000000012 0.086395000000000013 -0.10803999999999998
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=2 4 7 -4 10 -5 15 -1 9 12 11 16 -6 20 -9 -7 17 -2 -19 -15 -14
right_child=1 -3 3 5 8 6 -8 14 -10 -11 -12 -13 13 19 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0014197923082664089 0.0030530936255190625 0.0010101282488845958 0.0010418928646940997 0.0027545238859827082 0.0021814614290709806 0.0014401725070682374 0.0026185373556867437 0.00094725659020880972 0.0029711049951903551 0.0017688002247649894 0.0024051523274150944 0.0033584469070272759 0.0022525577354993724 0.0026222632741509017 0.00046049280009972303 0.001906757618113769 0.0025126918413305535 0.0030639209237441462 0.0027419296515602278 0.0023666579748572447 0.0020870027489824678
leaf_weight=83 75 52 101 78 101 59 67 91 55 52 66 57 52 364 58 82 73 60 613 53 57
leaf_count=83 75 52 101 78 101 59 67 91 55 52 66 57 52 364 58 82 73 60 613 53 57
internal_value=0 0.0025849 0.0015635 0.00190431 0.00263368 0.00220877 0.00200397 0.000994874 0.00244131 0.00239835 0.00278323 0.00281161 0.00245052 0.00250212 0.000757976 0.00171173 0.00277361 0.00279904 0.00277068 0.00258985 0.00216625
internal_weight=0 1730 619 387 1678 286 208 232 734 679 944 878 627 526 149 141 821 748 673 417 109
internal_count=2349 1730 619 387 1678 286 208 232 734 679 944 878 627 526 149 141 821 748 673 417 109
is_linear=0
shrinkage=0.00276112


Tree=2699
num_leaves=20
num_cat=0
split_feature=1 16 124 14 42 0 0 4 4 16 1 160 16 0 42 0 4 1 133
split_gain=99.1417 13.5587 6.09446 4.853 4.0982 3.89313 4.42823 3.51885 2.77432 2.2373 2.91601 2.09703 1.6026 1.46401 1.48147 1.09281 0.941977 0.697738 0.661502
threshold=0.10335000000000001 0.25155500000000003 -0.076779999999999987 0.062655000000000016 0.10725000000000001 -0.13740499999999997 -0.076539999999999983 0.054560000000000004 -0.021399999999999995 -0.0094449999999999968 0.11869500000000001 -0.069009999999999988 -0.41863499999999992 -0.097199999999999995 0.088200000000000014 -0.11169999999999998 0.0051600000000000005 0.093000000000000013 0.078935000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 5 8 -4 7 13 -2 10 12 -8 -10 -7 -15 -12 17 -13 -9
right_child=1 -3 3 -5 -6 6 11 18 9 -11 15 16 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0023001174172223699 0.0021404948433947678 0.0026979956801320127 0.0025745590176157553 0.0040200066478458607 0.00065808407565256144 0.0038499154115375842 0.0024709953232143747 0.0025459156910789681 0.0022455744276719263 0.00093333989266841829 0.0015838825971257321 0.0030316801778304727 0.0015371615267162403 0.0034085859366418457 0.0031405829183828453 0.0010159652715773684 0.002723060723341168 0.003383684979638881 0.0030197207325457351
leaf_weight=73 62 97 97 65 55 55 73 54 63 66 54 225 57 705 269 77 72 71 59
leaf_count=73 62 97 97 65 55 55 73 54 63 66 54 225 57 705 269 77 72 71 59
internal_value=0 0.00166721 0.00316467 0.00320082 0.00143675 0.0031691 0.00320552 0.00330594 0.00154966 0.001434 0.00156552 0.00294538 0.00190935 0.00336218 0.0033346 0.00125032 0.00303939 0.00311622 0.00279359
internal_weight=0 531 1818 1745 434 1680 1583 1142 379 317 251 441 120 1029 974 131 368 296 113
internal_count=2349 531 1818 1745 434 1680 1583 1142 379 317 251 441 120 1029 974 131 368 296 113
is_linear=0
shrinkage=0.0030485


Tree=2700
num_leaves=19
num_cat=0
split_feature=1 12 12 4 159 4 11 4 150 4 4 1 4 4 158 12 4 15
split_gain=67.3637 9.71623 7.90252 7.6096 3.66362 3.15296 2.83617 2.39832 2.00945 1.69429 5.99694 1.16883 0.826185 0.77961 0.708999 0.701706 0.6839 0.646369
threshold=0.104035 0.086395000000000013 -0.073474999999999985 0.36766000000000004 0.078675000000000009 0.24099500000000004 1.0000000180025095e-35 0.50609000000000004 0.07536000000000001 -0.13833499999999996 -0.50086499999999989 0.11726500000000001 0.054560000000000004 0.07252500000000002 0.083065000000000014 -0.016554999999999997 -0.085629999999999984 -0.46503999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 11 7 6 9 8 15 10 -4 -3 14 -14 16 -2 -11 -6
right_child=1 3 5 -5 17 -7 -8 -9 -10 12 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0016472677409232136 0.0018670606186939579 0.0024867110152073874 0.0028042145525335499 0.00098714433625786261 0.00087653762407322912 0.0018235492265949982 0.0030094503109277487 0.00072170737669348948 0.0010315251076546189 0.0027107568990250778 0.0014807114175538843 0.0019481914289794335 0.002108970241802214 0.002528115207090047 0.0027864144327014078 0.0014262224746436267 0.0025057789475662331 0.00044915564847495935
leaf_weight=89 55 68 56 56 52 52 93 52 71 151 53 62 71 73 95 62 1097 62
leaf_count=89 55 68 56 56 52 52 93 52 71 151 53 62 71 73 95 62 1097 62
internal_value=0 0.00133465 0.00246681 0.00185605 0.00106062 0.00250868 0.00252976 0.00125821 0.00140645 0.00250179 0.00216095 0.00223011 0.00252675 0.00232166 0.00254872 0.00163371 0.0025306 0.000644366
internal_weight=0 540 1830 186 354 1741 1689 240 188 1596 109 130 1487 144 1343 117 1248 114
internal_count=2370 540 1830 186 354 1741 1689 240 188 1596 109 130 1487 144 1343 117 1248 114
is_linear=0
shrinkage=0.00281635


Tree=2701
num_leaves=25
num_cat=0
split_feature=3 2 2 12 3 43 4 3 2 49 2 12 4 49 2 2 16 2 4 43 12 1447 12 4
split_gain=48.1122 16.76 15.5478 9.2651 7.47959 5.15935 4.93555 6.90713 4.54506 4.27536 3.00044 2.11462 2.04449 1.62881 1.15182 0.957376 0.862231 0.792044 0.777671 0.68493 0.852807 0.917223 0.575934 0.419199
threshold=-0.06340999999999998 0.11891500000000001 -1.0000000180025095e-35 0.023990000000000004 0.11745500000000002 -0.049364999999999992 0.36766000000000004 -0.14265999999999998 0.10188000000000001 -0.03195499999999999 0.085730000000000015 0.09202500000000001 0.50657000000000008 -0.0038699999999999997 -0.055814999999999997 0.095620000000000011 -0.069144999999999984 0.11668500000000002 -0.079164999999999985 0.0066850000000000008 0.083785000000000012 -0.084894999999999984 0.099815000000000015 0.0015850000000000003
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 14 -1 5 -4 7 8 -5 -3 -7 19 -11 -12 -2 18 -15 22 -13 20 -9 -22 -17 -20
right_child=1 9 4 6 -6 10 -8 11 -10 12 13 15 -14 16 -16 17 -18 -19 23 -21 21 -23 -24 -25
leaf_value=0.0015022323157729235 0.0014146232815762201 0.00037530804249210335 0.001932937158114157 0.003885582767213749 0.0014971268482231897 0.003339707291965731 0.0018575976142279128 0.0031112290076913949 0.0027863750631158873 0.0015901587766061569 0.0021389515390317381 0.0028944901957207252 0.0009076654374332823 0.0030326784487333994 0.00082129414659610242 0.002418370824673069 0.0025354871299461904 0.0026530009952572269 0.002623731656173064 0.0025328403083474619 0.00241225080528072 0.0027951663689192866 0.0020305409132002337 0.0023382698356160889
leaf_weight=54 52 52 88 69 72 55 54 66 57 95 52 74 59 52 57 74 68 59 179 95 57 713 58 59
leaf_count=54 52 52 88 69 72 55 54 66 57 95 52 74 59 52 57 74 68 59 179 95 57 713 58 59
internal_value=0 0.00177739 0.00206351 0.002674 0.00233351 0.00252458 0.00271318 0.00274278 0.00338857 0.00108832 0.00275381 0.00268601 0.00132888 0.00256627 0.00110463 0.00253521 0.00275119 0.0023734 0.00263417 0.00276746 0.00279408 0.00276686 0.00224819 0.00255309
internal_weight=0 702 496 1668 387 315 1614 1560 126 206 227 1434 154 172 109 503 120 191 312 931 836 770 132 238
internal_count=2370 702 496 1668 387 315 1614 1560 126 206 227 1434 154 172 109 503 120 191 312 931 836 770 132 238
is_linear=0
shrinkage=0.00287267


Tree=2702
num_leaves=11
num_cat=0
split_feature=447 123 14 2 4 16 1 1446 50 151
split_gain=1.8943 1.25294 1.6576 1.2618 1.48317 1.15257 1.91812 1.02194 1.10974 0.895358
threshold=0.089095000000000021 1.0000000180025095e-35 -0.10708499999999999 -0.045829999999999989 0.42098500000000005 -0.34140499999999996 0.10947000000000001 0.10324000000000001 -0.13200999999999999 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -3 -7 8 -5 -10
right_child=-2 5 3 4 -6 6 -8 -9 9 -11
leaf_value=0.0063913907543668696 -0.0016987026434165944 0.0036261485442667602 0.0062605418064303146 0.0056899595655564286 -0.0015602717994553294 0.0019302088055850445 -0.0040182429724940384 0.0060293031154851117 0.0045984651855557829 0.0022711922149252469
leaf_weight=73 65 56 56 65 53 78 57 52 107 1708
leaf_count=73 65 56 56 65 53 78 57 52 107 1708
internal_value=0 0.00256615 0.00273894 0.00260818 0.00250501 0.000652255 -0.00057941 0.00261666 0.00252213 0.00240854
internal_weight=0 2305 2114 2041 1985 191 135 1932 1880 1815
internal_count=2370 2305 2114 2041 1985 191 135 1932 1880 1815
is_linear=0
shrinkage=0.0246514


Tree=2703
num_leaves=21
num_cat=0
split_feature=1 16 124 159 1 14 12 12 1 1 16 16 43 15 43 15 16 12 12 1
split_gain=77.8956 10.0072 9.24512 4.57826 3.56464 3.14186 2.74796 3.09513 2.20058 2.07624 3.40398 1.26592 1.16811 1.22634 1.31712 0.949644 0.821221 0.434775 0.783648 0.391817
threshold=0.104035 0.07277500000000002 -1.0000000180025095e-35 0.08573500000000002 0.118385 0.054835000000000009 0.11844 0.054520000000000006 0.13075500000000004 0.11414000000000001 -0.26987499999999992 -0.034884999999999992 0.0035900000000000007 -1.0000000180025095e-35 -0.072469999999999993 -0.048699999999999993 0.081265000000000018 0.08708500000000001 0.090535000000000018 0.086665000000000006
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 3 -1 9 -3 6 7 11 -5 15 -11 -4 13 14 -9 -2 -15 -14 -19 -13
right_child=1 4 5 8 -6 -7 -8 12 -10 10 -12 19 17 16 -16 -17 -18 18 -20 -21
leaf_value=0.00086514794102049821 0.0010078004158500782 0.0017474384407165048 0.0011620180935804454 0.00018796874183500529 0.00073483591576209179 0.002500054912893799 0.0011587978769379815 0.0018856518710020677 -0.0005824674075663699 -7.579912696004153e-05 0.00077255548917676514 0.0018435503983849871 0.0014605002534266174 0.0019746553042420721 0.0015161885488164354 0.00048953310530737849 0.0023593820641703098 0.0020722754652312595 0.001664642955536752 0.0014833252496561833
leaf_weight=89 74 63 71 72 57 59 54 446 57 93 72 55 52 569 103 52 53 54 173 52
leaf_count=89 74 63 71 72 57 59 54 446 57 93 72 55 52 569 103 52 53 54 173 52
internal_value=0 0.000520387 0.00178695 0.000307076 0.00126671 0.00183405 0.00181067 0.00183227 -0.000152214 0.000510787 0.000294202 0.00146682 0.00187711 0.00191792 0.00181639 0.000794161 0.00200749 0.00170572 0.00176175 0.00166878
internal_weight=0 540 1830 420 120 1741 1682 1628 129 291 165 178 1450 1171 549 126 622 279 227 107
internal_count=2370 540 1830 420 120 1741 1682 1628 129 291 165 178 1450 1171 549 126 622 279 227 107
is_linear=0
shrinkage=0.00293013


Tree=2704
num_leaves=13
num_cat=0
split_feature=457 12 13 39 133 42 4 0 160 160 0 160
split_gain=1.69602 0.909047 1.65452 1.16436 1.41203 0.674756 0.663243 0.702022 0.744177 1.04626 0.671387 0.581883
threshold=0.11251000000000001 -0.14718499999999998 -0.17933499999999997 0.086065000000000016 0.087445000000000009 0.086700000000000013 -0.50665499999999986 -0.023359999999999995 0.051820000000000005 0.11655500000000001 0.10798500000000001 -0.52641999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4 8 11 -10 -9 -8
right_child=-2 2 3 4 -6 -7 7 10 9 -11 -12 -13
leaf_value=0.0052551678275751194 -0.0018158903093517939 -0.00093207619145757668 0.004865698714386241 0.0040009814252142924 -0.0021506725146279559 0.00030927336676668082 0.0043714522292029523 -0.00062260409261293015 0.0050632677825871051 0.0018081591445743583 0.0026997702526169011 0.0022371152427207927
leaf_weight=58 61 95 67 58 72 58 79 83 148 95 62 1434
leaf_count=58 61 95 67 58 72 58 79 83 148 95 62 1434
internal_value=0 0.00226458 0.00218741 0.00232498 0.000506098 0.00215735 0.0024986 0.00241504 0.00254857 0.00379176 0.000796218 0.00234873
internal_weight=0 2309 2251 2156 188 116 1968 1901 1756 243 145 1513
internal_count=2370 2309 2251 2156 188 116 1968 1901 1756 243 145 1513
is_linear=0
shrinkage=0.024168


Tree=2705
num_leaves=15
num_cat=0
split_feature=15 3 123 14 15 15 15 3 159 0 49 3 51 0
split_gain=66.8961 30.8739 17.4359 11.8259 6.3557 5.82141 5.31654 2.90129 2.84529 2.34859 2.21169 2.44814 1.52408 1.82352
threshold=-0.25061999999999995 0.11372500000000001 1.0000000180025095e-35 0.076175000000000007 0.13393000000000002 -0.42759999999999992 -0.012569999999999998 0.30112000000000005 0.10634 -0.071844999999999978 0.11580500000000001 -0.10175499999999998 0.091805000000000012 -0.076539999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 8 10 -3 -1 -4 11 -2 13 -8
right_child=1 7 9 -5 -6 -7 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0016605097511501906 0.0021981624628727029 0.0017273190113403826 0.0021278209144973367 0.0041212830484203909 0.0018529348145362953 0.00023701988131501992 0.0030597463879271916 0.00084773940464882272 0.00081917279210977562 0.0013323332282326704 0.0022711086297965461 0.0028035540558443164 0.0034530184093981395 0.0027798211898809586
leaf_weight=80 61 75 70 62 52 60 694 53 57 55 91 626 61 270
leaf_count=80 61 75 70 62 52 60 694 53 57 55 91 626 61 270
internal_value=0 0.00273242 0.00281822 0.00288603 0.00284473 0.000983838 0.00287331 0.00136336 0.00131069 0.00177805 0.00269389 0.00274984 0.00300947 0.00298138
internal_weight=0 2170 2042 1917 1855 197 1803 128 137 125 778 687 1025 964
internal_count=2367 2170 2042 1917 1855 197 1803 128 137 125 778 687 1025 964
is_linear=0
shrinkage=0.00287267


Tree=2706
num_leaves=19
num_cat=0
split_feature=4 12 2 2 42 15 2 4 4 11 2 15 16 160 2 133 51 15
split_gain=69.4953 24.1336 8.84605 13.4629 6.74037 3.67639 3.56759 3.09665 2.37385 2.27864 2.07175 1.81181 1.53714 1.21188 1.29688 0.981485 0.919942 0.636998
threshold=0.36766000000000004 0.054520000000000006 0.10859000000000001 -0.007134999999999999 0.12253000000000001 -0.41880499999999993 0.064660000000000009 0.053255000000000004 -0.030434999999999993 0.079915000000000014 0.091070000000000012 -0.029334999999999996 -0.41163499999999992 -0.52850499999999989 0.090225000000000014 0.08784500000000002 -0.020999999999999994 -0.066974999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -2 9 -5 13 -10 -4 -9 -3 15 -15 -16 -14
right_child=5 4 11 8 -6 -7 -8 12 10 -11 -12 -13 17 14 16 -17 -18 -19
leaf_value=0.0012471684811167702 0.00083309470059172216 0.0025739428457962022 0.001803145216906654 0.0031218370057353789 0.0019799181573409287 0.00073660287468563408 0.0017621602161181943 0.0029927778389960149 0.0028514818036009261 0.0034236693465861507 0.002165941513736207 0.0011171269195668855 0.0025960900584600056 0.003087733281082825 0.0031515698916236949 0.0028618077693035654 0.0027500173416650335 0.0021902250046738816
leaf_weight=63 52 64 83 87 62 101 100 62 76 96 71 52 89 727 59 209 262 52
leaf_count=63 52 64 83 87 62 101 100 62 76 96 71 52 89 727 59 209 262 52
internal_value=0 0.00275538 0.00214947 0.00242679 0.00291099 0.00116204 0.00144452 0.0029466 0.00274425 0.00299429 0.00252058 0.00153913 0.00261358 0.00296306 0.00298285 0.00303732 0.00282392 0.00244663
internal_weight=0 2114 432 297 1682 253 152 1620 234 1417 147 135 203 1321 1257 936 321 141
internal_count=2367 2114 432 297 1682 253 152 1620 234 1417 147 135 203 1321 1257 936 321 141
is_linear=0
shrinkage=0.00287267


Tree=2707
num_leaves=18
num_cat=0
split_feature=1 0 2 47 52 13 41 42 2 0 130 52 1 130 43 15 52
split_gain=2.95263 1.88654 1.17473 0.8589 0.648645 1.04316 0.711166 0.728354 0.743529 1.22138 0.672867 0.670473 0.765539 0.624696 0.401409 0.365163 0.313718
threshold=0.12007000000000002 -0.040094999999999992 -0.0091949999999999983 0.085505000000000012 0.40674500000000008 -0.070834999999999995 0.07677500000000001 -0.093464999999999979 0.090000000000000011 -0.071519999999999986 -0.060079999999999988 -0.45478499999999994 0.083555000000000018 0.096970000000000015 -0.071349999999999983 -0.41606999999999994 -0.54822499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 15 6 -6 7 13 9 10 -9 16 -13 14 -4 -2 -10
right_child=1 -3 4 -5 5 -7 -8 8 11 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.00013748404189576263 0.0012408125445389508 -0.0032968318053609247 0.006096452389206153 0.0035463099766673144 0.0025416845240986523 -0.0014399106433902792 0.004702057033685713 0.005032323072651829 0.0024381326298730847 0.005540775132607971 0.0024637318384886273 0.0022021888321451708 0.00047532030785893674 0.0019425297852408287 0.0034230835561249221 -0.0012358306087110031 0.0047799838216170372
leaf_weight=84 66 70 68 53 99 52 90 57 69 83 774 382 205 52 52 58 53
leaf_count=84 66 70 68 53 99 52 90 57 69 83 774 382 205 52 52 58 53
internal_value=0 -0.000131033 0.00249908 0.0011196 0.00260798 0.00116893 0.00272312 0.00262377 0.00247404 0.00290387 0.00264021 0.00191957 0.00159952 0.00403521 0.00494002 8.0422e-05 0.00345749
internal_weight=0 247 2120 177 2036 151 1885 1795 1623 914 831 709 587 172 120 124 122
internal_count=2367 247 2120 177 2036 151 1885 1795 1623 914 831 709 587 172 120 124 122
is_linear=0
shrinkage=0.0227741


Tree=2708
num_leaves=25
num_cat=0
split_feature=4 12 3 43 2 11 12 43 14 4 3 4 51 39 43 133 12 12 133 2 49 1213 43 12
split_gain=48.6814 14.8541 5.95649 6.98664 3.2812 4.03195 2.75781 2.47415 2.44718 2.27011 2.47178 1.60284 1.31926 1.24773 0.71994 1.79896 1.12796 0.621306 0.616643 0.637761 0.482535 0.332655 0.262362 0.142219
threshold=0.36766000000000004 0.054520000000000006 0.149315 -0.031974999999999996 0.10161500000000002 1.0000000180025095e-35 0.095330000000000012 -0.088349999999999998 -0.30192499999999994 -0.14538499999999996 0.091170000000000015 0.0053900000000000016 0.015475000000000001 0.087690000000000004 -0.081204999999999986 -0.010614999999999998 0.086565000000000017 0.084055000000000005 0.099660000000000012 0.11123500000000001 -0.0062499999999999995 0.087020000000000014 -0.010739999999999998 0.091680000000000011
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 2 3 7 5 11 8 -1 -2 -5 -11 14 18 -10 17 21 -17 -3 19 -6 -19 -16 23 -13
right_child=6 4 -4 9 12 -7 -8 -9 13 10 -12 22 -14 -15 15 16 -18 20 -20 -21 -22 -23 -24 -25
leaf_value=0.0018463887277370187 0.00037461661088438798 0.0027660445257319363 0.00073400080610259175 0.0026187702408444515 0.0019783420260471103 0.0030670675079922933 0.00010360064211533291 0.001007219632214038 0.0013510232518683849 0.0022328083766042753 0.001394732625776032 0.0020823542210262704 0.001576646506703968 0.00074412856954189947 0.0024404841346229071 0.0018742673386763378 0.0022701779769504168 0.0022325393827032931 0.0018312192787610163 0.0023827500539088634 0.0025064929201333141 0.0026972403399146186 0.0022155161228563083 0.0018461883305926543
leaf_weight=52 59 67 57 72 66 78 52 99 90 100 52 53 56 52 297 91 313 88 56 93 239 62 68 55
leaf_count=52 59 67 57 72 66 78 52 99 90 100 52 53 56 52 297 91 313 88 56 93 239 62 68 55
internal_value=0 0.00218609 0.0016715 0.00181392 0.00231824 0.00237855 0.000742593 0.00129642 0.000907739 0.00216261 0.00194632 0.00233824 0.00200408 0.00112901 0.00238048 0.00232408 0.00218108 0.00248961 0.00211526 0.00221509 0.00243287 0.00248492 0.00206038 0.00196239
internal_weight=0 2114 432 375 1682 1411 253 151 201 224 152 1333 271 142 1157 763 404 394 215 159 327 359 176 108
internal_count=2367 2114 432 375 1682 1411 253 151 201 224 152 1333 271 142 1157 763 404 394 215 159 327 359 176 108
is_linear=0
shrinkage=0.00310948


Tree=2709
num_leaves=18
num_cat=0
split_feature=15 3 12 49 0 51 15 3 49 0 0 159 0 15 483 3 3
split_gain=51.8766 29.107 16.7389 5.8366 4.61539 3.85308 3.71957 2.88469 2.69672 1.86126 1.87799 1.84831 1.26194 1.25882 1.20951 0.991072 0.57261
threshold=-0.25061999999999995 0.11372500000000001 -0.077034999999999978 -0.033169999999999991 -0.068669999999999995 -1.0000000180025095e-35 -0.42759999999999992 0.30112000000000005 0.11580500000000001 -0.076539999999999983 0.047740000000000012 0.10634 -0.049024999999999992 -0.042294999999999992 -1.0000000180025095e-35 -0.14265999999999998 -0.24154499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 5 -2 -4 11 -3 9 14 12 -1 -11 -7 -5 -16 -12
right_child=1 7 3 8 -6 13 -8 -9 -10 10 16 -13 -14 -15 15 -17 -18
leaf_value=0.0017500927738082841 0.002300058345124143 0.0017805660055413978 0.0030678099428268408 0.0033998803165821911 0.0012233109223688512 0.0024360593531303461 0.00058634708436743489 0.00088593377009727739 0.0025072736952746083 0.0028190847212818462 0.0029431854987948996 0.0010576238281496918 0.0023392765624389257 0.0018740483897479088 0.0034318280702917061 0.0030233698789494472 0.0033625867848338987
leaf_weight=80 91 75 61 91 55 77 60 53 98 272 54 57 58 63 55 1004 63
leaf_count=80 91 75 61 91 55 77 60 53 98 272 54 57 58 63 55 1004 63
internal_value=0 0.0027663 0.00285127 0.00292492 0.00189465 0.00245194 0.00119561 0.00141038 0.00298099 0.00301004 0.00284863 0.00146221 0.00273485 0.00218338 0.00307275 0.00304461 0.00316928
internal_weight=0 2170 2042 1896 146 201 197 128 1695 1597 447 137 330 140 1150 1059 117
internal_count=2367 2170 2042 1896 146 201 197 128 1695 1597 447 137 330 140 1150 1059 117
is_linear=0
shrinkage=0.00293013


Tree=2710
num_leaves=17
num_cat=0
split_feature=1 2 13 15 2 132 15 15 130 13 13 15 4 51 15 1203
split_gain=3.59352 1.31582 1.31238 1.29587 1.0635 1.105 1.09793 1.54655 1.03484 1.23217 1.07202 0.830597 0.99613 0.728114 0.996571 0.802524
threshold=0.13554500000000003 -0.007134999999999999 -0.009329999999999998 -0.41971499999999995 0.10859000000000001 0.022565000000000005 0.0056700000000000006 -0.029334999999999996 -0.074144999999999989 0.22245000000000001 -0.14545999999999995 -0.084629999999999997 0.42953500000000006 0.0033150000000000007 -0.013969999999999998 0.087970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 8 6 7 11 -3 10 -10 12 -6 15 -15 -12
right_child=3 4 -4 -5 5 -7 -8 -9 9 -11 13 -13 -14 14 -16 -17
leaf_value=0.0023625905388015675 0.0010597181055048361 0.0049937957345049166 -0.0020351551009362167 -0.0029020090740246489 -0.00045683873454328741 -0.0012955950907335462 0.0041880478312945691 -0.0016307510236923599 0.0053921410985927065 -0.00051638599323242942 0.0022220145168175367 0.0036425650851545787 0.0031731229616277896 0.0024221969674216664 0.0050326147929062428 0.0047663582630417638
leaf_weight=55 62 72 56 74 74 52 67 58 55 53 1255 85 53 142 104 53
leaf_count=55 62 72 56 74 74 52 67 58 55 53 1255 85 53 142 104 53
internal_value=0 0.00229043 0.000141963 -0.00109434 0.00240266 0.0014458 0.00186945 0.00129329 0.00261719 0.0025141 0.00261406 0.00209428 0.00105633 0.0025156 0.00352667 0.00232528
internal_weight=0 2234 111 136 2123 389 337 270 1734 1662 1609 212 127 1554 246 1308
internal_count=2370 2234 111 136 2123 389 337 270 1734 1662 1609 212 127 1554 246 1308
is_linear=0
shrinkage=0.0202227


Tree=2711
num_leaves=13
num_cat=0
split_feature=1 9 14 150 12 40 4 52 1 1 480 1
split_gain=2.48574 1.20635 1.89887 1.07059 0.963959 1.02199 1.84192 0.85196 0.975263 0.996738 0.813259 0.690958
threshold=0.13554500000000003 -1.0000000180025095e-35 0.019675000000000002 0.083435000000000023 -0.090699999999999989 -0.0057599999999999986 0.41696500000000003 -0.084674999999999986 0.085720000000000005 0.10244000000000002 -0.068944999999999992 0.14426500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 10 -5 -9 -10 -7 -2
right_child=11 2 -4 7 5 6 -8 8 9 -11 -12 -13
leaf_value=-0.0012633032669633953 -0.0029393335698213829 -0.00033604280772150637 0.0060512387963753316 0.0032938072516376783 0.00528378803186378 0.0053112987848294843 -0.0017315814083633816 0.0022243038055736451 -0.0036191966158328303 0.00058993382439470946 0.0024267501113449338 0.0004540892807941526
leaf_weight=54 61 70 74 58 71 57 59 73 55 74 1589 75
leaf_count=54 61 70 74 58 71 57 59 73 55 74 1589 75
internal_value=0 0.00223205 0.00231875 0.00218748 0.00238804 0.00249555 0.00237929 0.000762566 3.45221e-05 -0.0012027 0.00252679 -0.0010661
internal_weight=0 2234 2180 2106 1846 1776 1705 260 202 129 1646 136
internal_count=2370 2234 2180 2106 1846 1776 1705 260 202 129 1646 136
is_linear=0
shrinkage=0.0236941


Tree=2712
num_leaves=13
num_cat=0
split_feature=3 0 41 42 483 12 13 0 0 2 160 12
split_gain=2.02496 1.63455 1.28537 1.03481 0.893753 0.734978 1.57387 0.603833 1.61217 1.10868 0.677374 0.502463
threshold=0.25468500000000005 -0.11073999999999999 0.07831500000000001 0.12199500000000001 -1.0000000180025095e-35 -0.077034999999999978 -0.014114999999999997 0.10798500000000001 -0.029554999999999994 0.096425000000000025 0.10460500000000002 0.087045000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 11 6 -6 8 10 -10 -7 -1
right_child=1 -3 -4 -5 5 7 -8 -9 9 -11 -12 -13
leaf_value=0.0053362257642762829 0.0013627616608576131 -0.0045853603423489939 0.0045265930140573627 -0.0010064948506832707 0.0023928136806302121 0.0020673758660374277 -0.001999420646243828 0.0037987632396164874 -0.0036341366121968323 0.0013542491079274284 -0.00063657225081388753 0.0024728594332826251
leaf_weight=62 56 52 103 76 100 1493 91 91 52 52 56 86
leaf_count=62 56 52 103 76 100 1493 91 91 52 52 56 86
internal_value=0 -0.00149876 0.00188735 0.00176132 0.00186243 0.00172373 0.000298828 0.00187963 0.00177382 -0.00113746 0.00196946 0.00367412
internal_weight=0 108 2262 2159 2083 1935 191 1744 1653 104 1549 148
internal_count=2370 108 2262 2159 2083 1935 191 1744 1653 104 1549 148
is_linear=0
shrinkage=0.024168


Tree=2713
num_leaves=25
num_cat=0
split_feature=1 3 124 2 43 3 4 39 3 52 52 13 1 3 3 1 2 50 1212 4 15 4 133 43
split_gain=62.6532 12.5224 10.5756 5.21405 5.05719 5.45345 4.91342 3.64205 2.85927 1.89796 2.32527 2.04374 1.88063 4.18639 2.72009 2.55694 1.85349 1.66637 1.20148 1.03512 1.01011 0.783817 0.736877 0.545199
threshold=0.10752500000000002 -0.06340999999999998 -0.082254999999999981 0.099450000000000024 -0.084794999999999995 0.30112000000000005 0.10440500000000001 0.087735000000000021 -0.14070999999999997 0.044705000000000002 -0.42005999999999993 -0.016999999999999998 0.089625000000000024 -0.14619999999999997 -0.020014999999999995 0.083555000000000018 0.091205000000000008 0.089465000000000017 0.091580000000000009 -0.049324999999999994 -0.085749999999999979 -0.051459999999999992 0.032620000000000003 -0.0098449999999999979
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 6 -1 12 -3 7 -2 -6 -5 10 -10 -12 13 -4 16 -16 18 19 -15 -14 -21 -11 -18 -19
right_child=1 4 3 8 5 -7 -8 -9 9 21 11 -13 17 14 15 -17 22 23 -20 20 -22 -23 -24 -25
leaf_value=0.0015418365297998424 0.0028910057869220101 7.3365561860937983e-05 0.0036491157546693748 0.002975193676405692 0.0019285103341299028 0.00053277635202499758 0.0015790927877044414 0.00097927255055512753 0.0025377036769970076 0.002274523018405721 0.0022355195518690193 0.0013868213411494322 0.0019891807376669589 0.0028946651394847708 0.0038160833814873869 0.0028067001801172558 0.0023323620893842992 0.0031273547952149513 0.0024729271300005348 0.0022259557279574399 0.0028598436580894839 0.0027887755277082142 0.002696206081521658 0.0026573175094725407
leaf_weight=82 58 53 69 73 96 92 62 76 67 56 56 64 53 701 54 52 113 52 80 53 54 73 126 55
leaf_count=82 58 53 69 73 96 92 62 76 67 56 56 64 53 701 54 52 113 52 80 53 54 73 126 55
internal_value=0 0.00132316 0.0026797 0.00273009 0.000986022 0.00116911 0.00221347 0.00150928 0.00239663 0.00226286 0.00205369 0.00178317 0.00281879 0.00287388 0.00282634 0.00332124 0.00277488 0.00257209 0.00285151 0.00236189 0.00254618 0.0025658 0.00252432 0.00288607
internal_weight=0 437 1933 1851 317 264 120 172 389 316 187 120 1462 1195 1126 106 1020 267 781 160 107 129 239 107
internal_count=2370 437 1933 1851 317 264 120 172 389 316 187 120 1462 1195 1126 106 1020 267 781 160 107 129 239 107
is_linear=0
shrinkage=0.0032351


Tree=2714
num_leaves=16
num_cat=0
split_feature=3 41 15 16 16 151 3 3 16 3 151 15 151 160 16
split_gain=1.63634 0.896346 1.37954 2.02627 1.05707 0.80539 1.41178 1.27308 1.07164 0.718204 0.512536 0.511661 0.442851 0.277902 0.0314012
threshold=0.32329500000000005 0.07831500000000001 -0.24269999999999997 -0.42004999999999992 -0.14839499999999997 0.009020000000000002 -0.0047649999999999993 -0.046329999999999989 0.18612500000000001 -0.10077999999999999 -0.081864999999999979 -0.085499999999999979 -0.04886999999999999 -0.0048599999999999989 -0.4957399999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 7 9 11 -6 -9 -8 -4 -14 -15
right_child=-2 -3 4 -5 5 -7 8 10 -10 -11 -12 -13 13 14 -16
leaf_value=0.0022051700203797146 -0.0018195682644753671 0.0034306809826653252 0.0012787885730682796 -0.0027112005441628701 0.00029287785401370484 -0.00056132629343763488 0.0030596893701680182 0.00071267524987510722 0.0011647260629242199 0.0016612829267901317 -0.0020723405501316605 0.0056936101927478741 0.0022692317077294146 0.0044534164597093131 0.003715994538920873
leaf_weight=65 63 103 52 79 188 82 67 52 73 1257 61 60 56 52 60
leaf_count=65 63 103 52 79 188 82 67 52 73 1257 61 60 56 52 60
internal_value=0 0.0015483 0.00146023 -0.000490476 0.0015967 0.0014349 0.00152814 0.00131846 0.00316041 0.0014834 -0.000788792 0.0043058 0.00294896 0.00346461 0.00406034
internal_weight=0 2307 2204 144 2060 1840 1758 1558 200 1445 113 127 220 168 112
internal_count=2370 2307 2204 144 2060 1840 1758 1558 200 1445 113 127 220 168 112
is_linear=0
shrinkage=0.0206272


Tree=2715
num_leaves=15
num_cat=0
split_feature=480 0 3 14 0 3 14 2 49 13 13 0 0 12
split_gain=1.71631 1.00786 2.82734 1.76461 1.19112 1.25766 0.93644 0.767739 0.737983 0.602039 0.538791 0.930899 0.531895 0.339546
threshold=-0.020629999999999999 0.10798500000000001 -0.1535 -0.10708499999999999 -0.087284999999999988 0.11372500000000001 0.023790000000000002 0.12992500000000004 0.085970000000000005 -0.099939999999999987 0.10637500000000001 0.0085900000000000021 -0.079119999999999982 0.085205000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 8 10 9 -5 11 12 -6 -10
right_child=1 2 -4 4 7 -7 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.0021650154618153383 0.0042262372424759003 0.0022792698043417065 -0.0044289329159827532 -0.002013585463087489 0.0019038081101164757 -0.0017322447077858052 0.0036712303564740297 0.0035232152514487101 0.00047698900919150355 0.00047407971835962691 -0.00021171525570479738 0.0040302771164380628 0.00089221398694306221 0.0026493476531128024
leaf_weight=73 98 68 54 53 538 102 53 95 52 386 84 71 466 104
leaf_count=73 98 68 54 53 538 102 53 95 52 386 84 71 466 104
internal_value=0 0.00124494 -0.000688019 0.00135724 0.00121683 0.000526307 0.00088218 0.00162963 0.000633351 0.000173214 0.00147422 0.00160617 0.00143452 0.00192673
internal_weight=0 2224 122 2102 2004 750 648 1254 595 439 1159 1075 1004 156
internal_count=2297 2224 122 2102 2004 750 648 1254 595 439 1159 1075 1004 156
is_linear=0
shrinkage=0.0218897


Tree=2716
num_leaves=22
num_cat=0
split_feature=3 2 13 41 2 49 150 2 3 0 2 11 159 3 47 0 3 2 52 52 2
split_gain=20.4887 9.54073 6.63506 4.14938 2.97457 2.90313 2.73232 2.40576 2.61857 1.72383 1.66965 1.60152 1.2187 1.09876 1.01069 1.10173 1.03723 0.738336 0.570416 0.935243 0.507635
threshold=-0.049204999999999992 0.11891500000000001 -0.00038499999999999998 0.08110500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.10124000000000001 -0.10468499999999999 -0.18901999999999997 0.10272000000000002 1.0000000180025095e-35 0.087410000000000015 0.0075150000000000008 0.10305500000000002 -0.098179999999999976 -0.097574999999999981 0.090715000000000004 0.061255000000000011 -0.22711499999999998 0.087045000000000025
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 4 7 -2 13 9 11 -9 -4 -6 12 14 -3 15 -1 -17 -11 19 -10 -14
right_child=1 5 6 -5 10 -7 -8 8 18 17 -12 -13 20 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0021496129904212458 0.0011940526712892903 0.0011922359430674046 0.0030540387815275426 0.0016243029482598218 0.0023012616782209631 0.0017443584908699093 0.0017899974683350352 0.001772911676353266 0.0025717825780261112 0.0020957951784342475 0.0015735227068618646 0.0030233194699990406 0.0019657011217497581 0.00056394076218942504 0.0021675586954611496 0.0029837532123415502 0.0025720347138731415 0.0026292461637707474 0.0026313518124534583 0.001973101616696513 0.0024041903897294701
leaf_weight=61 97 52 60 61 67 54 57 94 56 54 66 70 54 67 69 70 930 57 86 55 60
leaf_count=61 97 52 60 61 67 54 57 94 56 54 66 70 54 67 69 70 930 57 86 55 60
internal_value=0 0.00176935 0.00201393 0.0024541 0.00162578 0.00112165 0.00240533 0.00248561 0.00221854 0.00261024 0.00194039 0.00254474 0.00251778 0.00083878 0.00255013 0.00257498 0.00260089 0.00237004 0.00243099 0.00227545 0.00219679
internal_weight=0 631 458 1666 230 173 228 1605 291 171 133 1314 1244 119 1130 1061 1000 111 197 111 114
internal_count=2297 631 458 1666 230 173 228 1605 291 171 133 1314 1244 119 1130 1061 1000 111 197 111 114
is_linear=0
shrinkage=0.0032351


Tree=2717
num_leaves=21
num_cat=0
split_feature=1 52 1 16 12 124 14 13 12 156 49 1 12 15 15 52 16 52 52 16
split_gain=48.5268 11.3227 5.30581 5.90029 4.47864 3.76078 2.48961 3.45392 4.18934 1.52763 1.92349 3.71404 1.65183 1.36385 1.25643 1.24028 1.04707 0.624012 0.573944 0.246302
threshold=0.104035 -0.41304999999999997 0.12765500000000005 -0.42618999999999996 0.089435000000000014 -0.043384999999999993 0.054835000000000009 0.034905000000000012 0.089735000000000023 0.091335000000000013 -0.008964999999999999 0.085265000000000021 0.088245000000000004 -0.013969999999999998 -0.008094999999999998 -0.080064999999999983 -0.0068949999999999992 0.024560000000000002 -0.050359999999999995 -0.28430999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 15 -1 7 9 -9 10 11 -7 14 -10 -12 -3 -14 -15 -5 -17
right_child=1 2 3 18 -6 6 -8 8 13 -11 12 -13 16 17 -16 19 -18 -19 -20 -21
leaf_value=0.0022105128151544782 0.0030496048666556132 0.0012005842440148333 0.00035765603555038033 0.001303682423179619 0.0025433900325208553 0.0029498411666392583 0.0035021097004359599 0.0017044135165824566 0.0023402081931545313 0.0033054734417001931 0.0032666216851503578 0.00198200380760921 0.0028993172912300164 0.0027195973211183613 0.0029471881789577192 0.0018882638571418064 0.0025954156363433112 0.0031843707063252797 0.0017503521504492908 0.0016091315011396608
leaf_weight=89 58 56 63 52 69 102 63 52 62 96 196 66 438 69 352 75 158 53 68 60
leaf_count=89 58 56 63 52 69 102 63 52 62 96 196 66 438 69 352 75 158 53 68 60
internal_value=0 0.00173125 0.00155857 0.00114435 0.00184998 0.00284777 0.00288097 0.00285715 0.00250105 0.00291681 0.00288835 0.00256982 0.00293509 0.002726 0.0030615 0.00159931 0.00281881 0.00292178 0.00155708 0.00176446
internal_weight=0 501 443 183 260 1796 1707 1644 236 1408 1312 168 1144 184 548 191 596 122 120 135
internal_count=2297 501 443 183 260 1796 1707 1644 236 1408 1312 168 1144 184 548 191 596 122 120 135
is_linear=0
shrinkage=0.00317166


Tree=2718
num_leaves=19
num_cat=0
split_feature=4 1 3 14 1 14 0 4 4 0 1 4 4 4 50 0 13 159
split_gain=58.1014 16.9906 8.08246 7.3821 6.4067 3.62424 3.85108 8.76827 3.41144 2.46931 2.65996 2.45051 2.15248 1.92351 1.62225 1.51277 0.504108 0.405595
threshold=0.30163500000000004 0.104035 -0.046329999999999989 -0.44847999999999993 0.12958500000000003 0.062655000000000016 -0.10891999999999999 0.0047850000000000011 -0.032764999999999996 0.040035000000000008 0.081540000000000015 0.018150000000000003 -0.0090299999999999981 0.014585000000000002 0.10883000000000001 -0.079119999999999982 -0.067389999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 -2 -5 6 7 -1 -4 11 -11 14 -3 -10 15 -8 -13 -16
right_child=3 2 8 4 -6 -7 9 -9 13 10 -12 16 -14 -15 17 -17 -18 -19
leaf_value=0.001401235484580914 0.0021112303285197032 0.0029671042268781225 0.0021673191763935174 0.0013335680314949653 0.00020198354550656904 0.003510600931937152 0.0030050100663466593 0.0028793933945444887 0.00080829760248966106 0.0019449381836279935 0.0028556458837797945 0.0026758911980295447 0.0021118854546884223 0.0016295417386354223 0.0027800622706900912 0.002757197978904515 0.0023245116938707686 0.0024291785753807488
leaf_weight=64 52 64 52 101 93 64 763 99 58 65 60 74 52 53 55 353 91 84
leaf_count=64 52 64 52 101 93 64 763 99 58 65 60 74 52 53 55 353 91 84
internal_value=0 0.00266989 0.00195625 0.00107043 0.000791279 0.00278224 0.00275493 0.00229922 0.00150929 0.00280298 0.00238234 0.00283999 0.00258402 0.00120072 0.00288699 0.00292665 0.0024823 0.00256826
internal_weight=0 2051 279 246 194 1772 1708 163 163 1545 125 1420 116 111 1255 1116 165 139
internal_count=2297 2051 279 246 194 1772 1708 163 163 1545 125 1420 116 111 1255 1116 165 139
is_linear=0
shrinkage=0.00310948


Tree=2719
num_leaves=11
num_cat=0
split_feature=480 3 16 16 14 48 457 1375 47 47
split_gain=1.10032 0.651749 1.07129 1.09928 0.804637 0.521496 0.790542 0.663194 0.498425 0.601578
threshold=-0.040684999999999992 0.11924500000000002 -0.41863499999999992 -0.071359999999999993 -0.10708499999999999 -0.07095499999999999 0.088350000000000026 -0.068444999999999992 0.11227500000000001 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 7 -7 9 -9
right_child=1 2 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.0011901041501775325 0.0045166437046744272 -0.0023200708885829529 0.0043225899574944812 -0.00050661779202237944 9.3186502982464949e-05 0.0046283892322128619 0.0047637745768196894 0.0018488662026519183 2.6210257936590979e-05 0.003420748816198266
leaf_weight=66 77 53 54 56 81 54 62 1558 79 157
leaf_count=66 77 53 54 56 81 54 62 1558 79 157
internal_value=0 0.00197385 0.000500426 0.00186174 0.00208986 0.00199587 0.00207643 0.00198613 0.00190645 0.00199291
internal_weight=0 2231 163 110 2068 1991 1910 1848 1794 1715
internal_count=2297 2231 163 110 2068 1991 1910 1848 1794 1715
is_linear=0
shrinkage=0.024168


Tree=2720
num_leaves=21
num_cat=0
split_feature=4 12 3 42 12 12 12 3 4 151 41 151 457 3 42 42 4 51 12 42
split_gain=55.8708 22.1919 11.8468 8.51975 5.12042 3.39333 3.09042 2.4353 1.84112 1.80993 1.80223 1.31574 1.6552 1.12643 1.46522 1.0906 0.925123 0.823055 0.675219 0.628937
threshold=0.30163500000000004 -0.011819999999999999 0.11372500000000001 -0.0043149999999999994 0.12701500000000002 0.090255000000000016 -0.089089999999999989 -0.14070999999999997 0.0015850000000000003 -0.016164999999999995 0.075585000000000013 -0.092724999999999988 -0.078789999999999985 0.14121000000000003 0.08870500000000002 -0.095234999999999986 0.054560000000000004 -0.034734999999999995 0.10321000000000001 0.093735000000000013
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 4 -1 5 9 -5 -2 15 11 16 -3 -13 14 -9 -7 -11 -17 19 -10
right_child=7 2 -4 6 -6 8 -8 13 18 10 -12 12 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.0024182097930902599 0.0015771493786822816 0.0028206796934915146 0.001461006303468412 0.0015765187498328528 0.0017843435880607974 0.0029573145022287564 0.00069526918028711628 0.0013131185328444993 0.0022417165605657374 0.0028325869937987466 0.0033452074609114551 0.0026554102231149575 0.0019487661324556974 0.00054181951116335277 0.00071018787166022526 0.0023055139919272464 0.0024575265968430249 0.0026188638893165344 0.0020455747060980686 0.0026564170537665527
leaf_weight=70 58 75 72 73 55 68 60 74 77 739 55 59 52 52 61 85 60 423 65 52
leaf_count=70 58 75 72 73 55 68 60 74 77 739 55 59 52 52 61 85 60 423 65 52
internal_value=0 0.00251062 0.00260535 0.00160659 0.00264951 0.00267578 0.00117919 0.00106218 0.00253079 0.00278311 0.00283932 0.00252482 0.00232465 0.00090229 0.00104091 0.00261269 0.00280446 0.00256649 0.00228747 0.00240912
internal_weight=0 2140 1937 203 1865 1810 133 245 770 1040 854 186 111 187 135 576 799 508 194 129
internal_count=2385 2140 1937 203 1865 1810 133 245 770 1040 854 186 111 187 135 576 799 508 194 129
is_linear=0
shrinkage=0.00287267


Tree=2721
num_leaves=21
num_cat=0
split_feature=1 16 39 4 3 4 2 43 3 11 3 12 3 3 12 1 50 16 16 12
split_gain=59.2862 16.1014 6.09518 4.78026 4.534 4.20774 3.8736 3.78042 2.11833 1.48997 3.04667 1.65811 1.14707 0.9764 2.14547 1.43287 1.0643 0.906949 0.657409 0.781834
threshold=0.10491000000000002 0.25155500000000003 0.081875000000000017 0.51400500000000016 -0.036004999999999988 0.053455000000000009 0.10575500000000002 -0.080094999999999986 0.31299000000000005 1.0000000180025095e-35 -0.11756999999999999 0.088335000000000011 0.11924500000000002 -0.082254999999999981 0.083785000000000012 0.094165000000000013 0.11690000000000002 -0.080344999999999986 -0.052894999999999991 0.088885000000000006
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 3 5 4 6 9 -2 -6 12 10 -1 -11 -9 14 -12 16 -15 -16 19 -7
right_child=1 -3 -4 -5 7 18 -8 8 -10 11 13 -13 -14 15 17 -17 -18 -19 -20 -21
leaf_value=0.0018663943088600399 0.0023081268930942199 0.0024225659990987831 0.00176449099043463 0.0003624902830082409 0.00033759404710011112 0.0024625667798907529 0.0012082050571056021 0.001153155305165923 0.00070460271828084238 0.0032977739606951401 0.003196903316280092 0.0025382865653772566 0.0017516299071088759 0.0024832251512719263 0.002744130738652885 0.0028540610225983635 0.0020336132055217217 0.0025101024349545313 0.0018094196694932734 0.0019974416986533183
leaf_weight=57 52 98 101 70 61 60 64 62 52 52 60 52 54 592 250 89 52 381 53 73
leaf_count=57 52 98 101 70 61 60 64 62 52 52 60 52 54 592 250 89 52 381 53 73
internal_value=0 0.0013327 0.00247967 0.00107525 0.00121978 0.00252044 0.00170155 0.000975598 0.00120706 0.00257044 0.00254598 0.00291834 0.00143203 0.00257316 0.0026545 0.00249644 0.00244697 0.00260287 0.00209425 0.00220751
internal_weight=0 513 1872 415 345 1771 116 229 168 1585 1481 104 116 1424 691 733 644 631 186 133
internal_count=2385 513 1872 415 345 1771 116 229 168 1585 1481 104 116 1424 691 733 644 631 186 133
is_linear=0
shrinkage=0.00298873


Tree=2722
num_leaves=22
num_cat=0
split_feature=3 97 15 403 42 42 3 133 43 3 1 131 15 43 3 15 1 42 3 42 1
split_gain=1.96626 0.841044 0.785412 1.84903 1.79676 1.56343 1.09836 0.925601 1.84598 0.807217 1.30746 1.01788 0.665797 0.772292 0.653349 0.480594 0.472501 0.515212 1.08262 0.45886 0.311547
threshold=0.32329500000000005 -1.0000000180025095e-35 0.03981500000000001 -0.012634999999999999 0.10799000000000002 -0.034284999999999989 -0.12077499999999998 -0.031109999999999999 -0.0096349999999999977 -0.13088999999999998 0.10678500000000002 0.094990000000000019 0.091230000000000019 -0.082039999999999988 -0.079214999999999994 -0.098454999999999973 0.085265000000000021 0.087005000000000013 -0.084129999999999996 0.089905000000000013 0.094165000000000013
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 -1 3 5 7 -3 -4 8 -5 10 -9 -11 16 -14 -15 -10 17 18 -8 -19 -16
right_child=-2 2 6 4 -6 -7 12 9 15 11 -12 -13 13 14 20 -17 -18 19 -20 -21 -22
leaf_value=-0.00079729441274243792 -0.0020422185808000319 0.0013316686062797298 0.0051441082777369286 -0.0027151873616255598 -0.0013701016700824488 -0.0034238677194162841 0.0028297370674333715 0.0021514497392436049 0.0034872221876078653 0.0018432712043278819 0.0063161997435486478 0.0048540413698020552 -0.00051521880729435237 0.00047238750563426309 0.0021066515660626665 0.00068678938633135367 0.0013874779114393973 0.00043258838051857897 0.0060519633591036917 0.0031814379714666004 0.0039030839782599855
leaf_weight=52 59 66 60 52 73 57 203 88 55 827 54 53 67 90 153 54 94 53 60 55 60
leaf_count=52 59 66 60 52 73 57 203 88 55 827 54 53 67 90 153 54 94 53 60 55 60
internal_value=0 0.00184535 0.00190587 0.00159038 0.00183153 -0.00087029 0.00239173 0.00202929 0.000544684 0.00226294 0.00373681 0.00202486 0.00219369 0.00152628 0.00197844 0.00210191 0.00272426 0.00306236 0.0035657 0.00183455 0.00261374
internal_weight=0 2326 2274 1379 1256 123 895 1183 161 1022 142 880 835 370 303 109 465 371 263 108 213
internal_count=2385 2326 2274 1379 1256 123 895 1183 161 1022 142 880 835 370 303 109 465 371 263 108 213
is_linear=0
shrinkage=0.0210397


Tree=2723
num_leaves=24
num_cat=0
split_feature=1 3 124 2 2 2 2 13 3 15 12 3 3 3 15 12 160 15 12 3 159 403 52
split_gain=100.576 27.1808 12.4607 7.45622 10.3183 4.52843 4.44316 3.49976 7.04364 2.63771 3.64806 3.13697 2.5459 2.10029 3.14487 1.69333 1.4232 1.12601 0.93276 0.656012 0.646295 0.643379 0.413603
threshold=0.10508500000000001 -0.06340999999999998 -0.080389999999999989 -1.0000000180025095e-35 0.10912000000000001 0.11444000000000001 0.12131500000000002 -0.093039999999999984 0.088465000000000002 0.03981500000000001 0.083785000000000012 -0.11197999999999998 -0.11128999999999999 -0.07964499999999998 -0.11399999999999998 0.088395000000000015 -0.08292999999999999 0.088965000000000002 0.083995000000000014 -0.083249999999999977 -0.088639999999999983 0.0054350000000000006 -0.22243999999999997
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 -1 -3 -5 22 9 -6 -9 11 -11 15 -12 18 -15 -4 -16 21 -13 -20 -19 -14 -2
right_child=1 3 6 4 7 -7 -8 8 -10 10 12 13 17 14 16 -17 -18 20 19 -21 -22 -23 -24
leaf_value=0.0017958184351926393 0.0029278438624747521 0.00025748383316520531 0.0021410486934068788 0.0023971447645909872 0.00050699827554650124 0.0017670045909545899 0.0023023026686828747 0.00074742597234115445 0.0020614696245505044 0.0037163302077409515 0.0036794707348181853 0.003480686445214402 0.0030929577455275142 0.0033877169691278628 0.003024416455231257 0.0028199484600095089 0.0025857571291584328 0.0032254103345227144 0.0029586858451975191 0.0032014991318729019 0.0028877977755237634 0.0034040817101154818 0.0025888244090087184
leaf_weight=71 53 71 57 53 73 56 70 81 54 80 53 52 238 66 82 61 217 54 195 172 336 71 69
leaf_count=71 53 71 57 53 73 56 70 81 54 80 53 52 238 66 82 61 217 54 195 172 336 71 69
internal_value=0 0.00154347 0.00295417 0.00106724 0.0012874 0.00243156 0.00299975 0.00100448 0.00127327 0.00302788 0.00314273 0.00292191 0.00308167 0.00298654 0.00282948 0.00249226 0.00270616 0.0030363 0.00312329 0.00307257 0.00293462 0.00316454 0.00273635
internal_weight=0 510 1875 332 261 178 1804 208 135 1734 832 902 752 784 365 118 299 699 419 367 390 309 122
internal_count=2385 510 1875 332 261 178 1804 208 135 1734 832 902 752 784 365 118 299 699 419 367 390 309 122
is_linear=0
shrinkage=0.00281635


Tree=2724
num_leaves=24
num_cat=0
split_feature=1 52 1 124 12 13 0 4 16 15 13 15 4 52 15 43 4 15 43 4 0 156 12
split_gain=107.221 21.5311 7.15392 6.73429 5.80401 4.66584 4.40489 4.42184 2.87984 1.92081 4.27297 3.61414 3.56252 3.31204 1.90298 1.8545 1.39919 1.20506 1.1268 0.928023 0.627133 0.516308 0.388932
threshold=0.10491000000000002 -0.24526499999999998 0.13554500000000003 -0.080389999999999989 0.088105000000000003 -0.10664 0.12539500000000003 0.053455000000000009 -0.0094449999999999968 0.03981500000000001 -0.057284999999999996 -0.11664999999999999 -0.11205499999999999 -0.101225 -0.095244999999999982 -0.073404999999999984 0.41345000000000004 0.091230000000000019 -0.085349999999999995 -0.079374999999999987 -0.077959999999999988 0.085915000000000005 0.084760000000000016
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 4 -1 8 -4 7 9 16 10 18 -12 -11 -13 -9 -16 -3 19 22 -14 -19 -20 -5
right_child=1 2 5 6 -6 -7 -8 14 -10 12 11 13 17 -15 15 -17 -18 20 21 -21 -22 -23 -24
leaf_value=0.0017594852861058945 0.0025588755179638389 0.0013679741909376306 -0.00020093929202246 0.0031683644325228469 0.0017327520502822985 0.00086623680990879893 0.0018417074728345646 0.0026192440941049245 0.00045226585683425078 0.0034883665975646706 0.0030190069053963793 0.0026204701319383975 0.0027885659662423476 0.00197499353526153 0.002373122364071798 0.0017087528628582879 0.00082675171014289276 0.0024727806998813494 0.0026156061217954469 0.0031614494187621836 0.0027245514159589578 0.0028866600874629133 0.0028473756649994861
leaf_weight=71 73 84 57 61 95 69 53 76 70 53 52 98 395 161 70 60 65 139 209 60 177 76 61
leaf_count=71 73 84 57 61 95 69 53 76 70 53 52 98 395 161 70 60 65 139 209 60 177 76 61
internal_value=0 0.00116989 0.000939373 0.00259482 0.00116244 0.000383233 0.00262774 0.00265155 0.000914914 0.00270241 0.00259743 0.00235314 0.00279385 0.00221934 0.00227071 0.00206672 0.00113207 0.00274607 0.00278402 0.0028378 0.0026139 0.00268799 0.00300811
internal_weight=0 513 440 1872 314 126 1801 1748 219 1542 718 311 824 259 206 130 149 771 407 455 316 285 122
internal_count=2385 513 440 1872 314 126 1801 1748 219 1542 718 311 824 259 206 130 149 771 407 455 316 285 122
is_linear=0
shrinkage=0.00276112


Tree=2725
num_leaves=23
num_cat=0
split_feature=1 2 16 3 123 147 4 2 14 51 50 1 43 43 4 50 16 4 4 16 42 43
split_gain=88.9832 17.61 12.1732 7.46307 7.02662 5.74762 3.20988 2.66274 2.64639 2.49495 2.81692 2.80603 1.97229 1.7131 1.90256 1.51015 1.46677 1.35923 1.0867 0.793382 0.774664 0.549953
threshold=0.10538500000000002 0.12708000000000003 0.51148500000000008 -0.027864999999999997 1.0000000180025095e-35 0.08598500000000002 0.50657000000000008 -1.0000000180025095e-35 0.054835000000000009 0.0045000000000000014 0.081075000000000022 0.077800000000000022 0.0039500000000000013 -0.038674999999999994 -0.091674999999999993 0.11610000000000001 -0.081354999999999983 0.25759000000000004 0.052250000000000012 -0.081934999999999994 0.079170000000000004 0.11098500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 17 5 8 19 -5 9 12 11 -11 13 14 -1 -12 21 -2 -15 -3 -18 -14
right_child=1 6 -4 7 -6 -7 -8 -9 -10 10 15 -13 16 18 -16 -17 20 -19 -20 -21 -22 -23
leaf_value=0.0024720397873911528 0.0025509646637437221 0.00074373041168926673 0.0031340581205540553 0.0008070233829457576 0.0020577978673127209 0.0020908974694283074 9.3821533374309612e-05 0.0015683247306963162 0.0036224401527569635 0.0028016999321340591 0.00337062302992059 0.0019261115158520524 0.0028149423274950913 0.0032929703085861389 0.0030496439615949251 0.0026799747417439079 0.0023678940445133658 0.0018894248354759233 0.0028478805573195088 0.0012656867479540043 0.0028165195226192664 0.0032184372670497614
leaf_weight=56 61 53 60 70 76 62 52 100 63 76 64 58 55 410 643 52 68 52 57 52 73 73
leaf_count=56 61 53 60 70 76 62 52 100 63 76 64 58 55 410 643 52 68 52 57 52 73 73
internal_value=0 0.00153112 0.00191065 0.00165116 0.00294942 0.00298684 0.000701758 0.00125504 0.0030186 0.002996 0.00271927 0.00242295 0.00304419 0.00309768 0.00300342 0.0030613 0.00281222 0.00224682 0.00323871 0.00100253 0.00260039 0.00304531
internal_weight=0 500 343 283 1886 1810 157 170 1748 1685 250 134 1435 1166 699 116 269 113 467 105 141 128
internal_count=2386 500 343 283 1886 1810 157 170 1748 1685 250 134 1435 1166 699 116 269 113 467 105 141 128
is_linear=0
shrinkage=0.00298873


Tree=2726
num_leaves=25
num_cat=0
split_feature=1 52 1 147 3 3 1 4 15 13 52 4 0 16 16 16 16 1446 1 42 16 157 3 1
split_gain=109.43 16.721 10.5131 6.17702 5.5853 4.19592 3.80364 3.08364 2.52476 2.45065 2.34321 1.76237 1.94772 1.64342 1.59407 1.5406 1.57405 1.26177 0.919209 0.849306 0.897882 1.07925 0.93222 0.649658
threshold=0.104035 -0.41304999999999997 0.12072500000000001 0.087210000000000024 -0.027864999999999997 0.30112000000000005 0.092810000000000017 0.42405000000000009 -0.085749999999999979 -0.077274999999999996 0.31351000000000001 0.0053900000000000016 -0.083489999999999995 -0.015379999999999998 -0.06421499999999998 -0.12029499999999999 0.12292000000000002 0.085400000000000018 0.088735000000000022 0.08350500000000001 -0.073029999999999984 -0.066144999999999995 -0.082304999999999975 0.097195000000000017
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 4 6 -3 7 9 -4 -8 17 11 12 13 -11 -6 -13 -17 19 -14 -1 22 -22 -21 -10
right_child=1 2 5 -5 14 -7 8 -9 23 10 -12 15 18 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25
leaf_value=0.0027395106946030705 0.0028393331220965168 0.0020999139557854722 0.0013008407277167839 0.0018349384969146561 0.0014352405661719825 -2.2124014655631225e-05 0.0021048763515495676 0.00046389727662382173 0.0025834086306230474 0.0030313466641388783 0.0022263822707703912 0.0030222043800180749 0.0027783701695326072 0.0036430270507712748 0.00076572206283269395 0.0020383768742804438 0.0027726723673649777 0.0034003818095934809 0.0031972744699980812 0.0035407651517127222 0.0031874531364389494 0.0028024106307137828 0.0030981280634154017 0.0030058025050210507
leaf_weight=84 57 98 83 53 76 66 85 81 78 167 55 53 390 55 59 58 52 100 57 62 116 170 168 63
leaf_count=84 57 98 83 53 76 66 85 81 78 167 55 53 390 55 59 58 52 100 57 62 116 170 168 63
internal_value=0 0.00128097 0.00108905 0.00286246 0.00154555 0.000626458 0.00289248 0.000887671 0.00252146 0.0029453 0.00283841 0.00287883 0.00294844 0.00318304 0.00114288 0.00259292 0.00238579 0.0030807 0.00283186 0.00302736 0.00307416 0.0029587 0.00321759 0.00277237
internal_weight=0 520 463 1866 233 230 1813 164 226 1587 887 832 669 222 135 163 110 700 447 600 516 286 230 141
internal_count=2386 520 463 1866 233 230 1813 164 226 1587 887 832 669 222 135 163 110 700 447 600 516 286 230 141
is_linear=0
shrinkage=0.0030485


Tree=2727
num_leaves=15
num_cat=0
split_feature=4 457 1 2 1 48 1446 42 3 1210 42 131 42 4
split_gain=5.75527 2.19769 2.32966 1.72335 1.11675 0.903595 0.811505 0.835907 2.22408 0.8499 0.82342 0.78842 0.420096 0.277038
threshold=0.27161500000000005 0.083415000000000017 0.084525000000000003 0.13538500000000001 0.11744000000000002 0.10990500000000002 0.10734500000000001 0.085790000000000019 -0.086049999999999988 -0.0087899999999999975 -0.079234999999999986 0.089325000000000015 0.08870500000000002 0.50609000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 12 5 6 7 9 -9 -1 -11 -10 13 -2
right_child=3 2 -4 -5 -6 -7 -8 8 11 10 -12 -13 -14 -15
leaf_value=0.0010492902673625848 0.00075224844180278225 0.0037022283181700096 -0.001772191528679949 -0.0030792026984239134 0.0010972903749183671 0.0065250184074329264 0.00069228917729465683 0.0073399428987725541 0.0040003662972846387 0.0044336221426728977 0.0029451814303853015 0.0016670843037706641 -0.00079679645751028184 0.0028681695608476485
leaf_weight=91 85 73 90 81 101 52 53 99 495 267 703 89 55 52
leaf_count=91 85 73 90 81 101 52 53 99 495 267 703 89 55 52
internal_value=0 0.00322028 0.000678051 -0.000292711 0.00343266 0.0035601 0.00347417 0.00355857 0.0041811 0.0031576 0.00335514 0.0036452 0.000881574 0.00155715
internal_weight=0 2113 163 273 1950 1849 1797 1744 683 1061 970 584 192 137
internal_count=2386 2113 163 273 1950 1849 1797 1744 683 1061 970 584 192 137
is_linear=0
shrinkage=0.0227741


Tree=2728
num_leaves=16
num_cat=0
split_feature=4 13 39 457 16 13 11 4 13 42 15 16 13 4 484
split_gain=64.3914 16.1489 13.491 5.91468 4.01671 3.70603 3.23713 2.96281 2.1048 1.86534 1.81399 1.29491 1.23346 1.07628 0.883612
threshold=0.30163500000000004 -0.16392499999999996 0.082470000000000016 0.083190000000000014 -0.14483499999999996 -0.011834999999999998 1.0000000180025095e-35 0.043850000000000007 -0.036584999999999993 0.11623000000000001 -0.05332499999999999 0.037060000000000003 0.031740000000000011 -0.0099999999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 8 -4 7 9 -2 11 14 -3 -8 -5 -9
right_child=4 2 5 13 -6 -7 12 10 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0013239520240812144 0.00088930968352816193 0.0029292044903544436 0.0023753925362832991 0.0023920700028200862 0.00029269922584185222 0.0014654592529540315 0.0036719817393093125 0.0029865944351717467 0.0015452999155523496 0.0024320041506570773 0.0020588096093987745 0.0026833530945504606 0.0030387602393311024 0.0017782828210770648 0.0024989571581096699
leaf_weight=85 97 1034 80 57 61 95 54 53 93 98 72 264 69 55 119
leaf_count=85 97 1034 80 57 61 95 54 53 93 98 72 264 69 55 119
internal_value=0 0.0026528 0.00270789 0.00278499 0.000987637 0.00188162 0.00282906 0.00279244 0.00121057 0.00284785 0.00247527 0.00287923 0.00331703 0.00209095 0.00264941
internal_weight=0 2135 2050 1875 251 175 1763 1640 190 1396 244 1298 123 112 172
internal_count=2386 2135 2050 1875 251 175 1763 1640 190 1396 244 1298 123 112 172
is_linear=0
shrinkage=0.00310948


Tree=2729
num_leaves=16
num_cat=0
split_feature=4 16 51 133 52 49 4 48 3 0 4 4 15 0 3
split_gain=4.35205 1.7891 1.12521 1.08857 1.92959 0.720847 0.898279 0.705346 0.865728 1.21817 0.686243 1.17272 0.562378 1.38184 0.515233
threshold=0.27161500000000005 -0.14483499999999996 0.07955000000000001 -0.039759999999999997 0.022635000000000006 1.0000000180025095e-35 0.50113000000000019 -1.0000000180025095e-35 -0.1535 0.0037850000000000002 -0.087344999999999992 -0.022999999999999996 -0.14820999999999998 -0.14151499999999997 -0.052614999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 -4 10 6 -2 -1 -9 12 -5 -12 -10 -14 -15
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 11 -13 13 14 -16
leaf_value=0.0014117513985273968 -0.0018207190194821179 -0.0038785652023531204 0.0051485288282018451 0.0052266464973246369 -0.0016054619350865332 0.0034859295519586563 0.0019836469421285995 0.0061564749125378087 0.0059387800826086259 0.00047492852945857453 -0.0011866843027206631 0.0034576722840848704 2.8701564632246969e-05 0.0035635228800009692 0.0051635862613190553
leaf_weight=96 77 62 57 52 95 54 80 82 66 80 52 101 67 1222 143
leaf_count=96 77 62 57 52 95 54 80 82 66 80 52 101 67 1222 143
internal_value=0 -0.000122586 0.00325006 0.00196149 0.00135505 0.000979794 0.000116102 0.00351188 0.00363317 0.00350188 0.00272831 0.00187744 0.00366335 0.00355829 0.00373135
internal_weight=0 273 2113 357 300 211 157 1756 1660 1578 205 153 1498 1432 1365
internal_count=2386 273 2113 357 300 211 157 1756 1660 1578 205 153 1498 1432 1365
is_linear=0
shrinkage=0.0251444


Tree=2730
num_leaves=16
num_cat=0
split_feature=3 15 123 148 14 48 1447 159 52 15 15 3 3 48 52
split_gain=31.7159 24.3114 12.946 4.98308 2.70306 2.3785 2.62361 2.41683 1.89448 2.92683 1.71322 2.98751 2.98447 1.46569 0.688683
threshold=0.30112000000000005 -0.37478999999999996 1.0000000180025095e-35 -0.043434999999999994 -1.0000000180025095e-35 0.093015000000000014 -0.074869999999999978 -0.083114999999999981 -0.060549999999999993 -0.14151499999999997 0.054100000000000002 -0.12595999999999999 -0.10237999999999998 0.087470000000000006 0.0085900000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -5 -7 -10 12 -12 -8 -4 -9
right_child=-2 2 13 5 -6 8 10 14 9 -11 11 -13 -14 -15 -16
leaf_value=0.0015467360688576255 0.00058243762596442991 0.0017364447561983353 0.0017327449103633353 0.002404889828718745 0.00068880209535478621 0.0025878867498087439 0.0019144909344032089 0.0028917397027040069 0.0024438413676639648 0.0015395581981938946 0.003256859955721305 0.0025121189859464658 0.0024395922463696434 0.00107967019626096 0.0033860160358603619
leaf_weight=58 101 88 69 66 76 60 114 52 58 72 52 701 661 56 52
leaf_count=58 101 88 69 66 76 60 114 52 58 72 52 701 661 56 52
internal_value=0 0.0022951 0.00237383 0.00243286 0.00106038 0.0024653 0.0025009 0.00285429 0.00214699 0.00194325 0.00246156 0.00256359 0.00236239 0.00144042 0.00313918
internal_weight=0 2235 2101 1976 134 1888 1698 170 190 130 1528 753 775 125 104
internal_count=2336 2235 2101 1976 134 1888 1698 170 190 130 1528 753 775 125 104
is_linear=0
shrinkage=0.00298873


Tree=2731
num_leaves=28
num_cat=0
split_feature=12 13 12 156 12 40 12 13 123 457 160 52 49 49 52 49 133 13 12 402 12 52 12 12 133 52 12
split_gain=58.4292 16.7064 15.8886 7.65057 4.82792 4.19553 3.07206 2.94918 2.67637 2.28565 1.90693 1.31321 1.23684 1.21336 1.05817 0.974162 0.995243 1.0565 0.912091 0.790103 0.588351 0.536583 0.766901 0.499516 0.255828 0.188781 0.152996
threshold=0.077755000000000005 -0.0059899999999999997 0.10321000000000001 0.090310000000000015 0.14472000000000004 -1.0000000180025095e-35 0.090255000000000016 0.046185000000000004 0.085740000000000011 0.083190000000000014 -0.51927999999999985 0.024560000000000002 -0.008964999999999999 0.082865000000000008 0.088005000000000014 -1.0000000180025095e-35 -0.07218999999999999 -0.06977499999999999 0.11436 -0.038594999999999997 -0.09947499999999998 -0.14794999999999997 0.083885000000000015 0.085635000000000003 -0.022174999999999997 -0.013914999999999999 0.093765000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 7 11 8 10 9 -1 25 -2 18 23 15 21 -8 -17 26 -4 -19 -7 -14 -23 -12 -16 -3 -18
right_child=2 3 4 -5 -6 20 13 -9 -10 -11 12 -13 14 -15 24 16 17 19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0024228300673492173 0.0042586192406049031 0.0030844861879456222 0.0024288623197232639 0.0038474790000962572 0.0017981346025056511 0.0014456708687099506 0.0029992908451886035 0.0019312737027403714 0.001624276836125721 0.002146665011072202 0.0034967153081131132 0.0031845531495618491 0.0039885619537177192 0.0030059589622606062 0.0035852030229745519 0.0038227123394769628 0.0033082133081149562 0.0032701656048081331 0.0029982184683873671 0.0036811151766376277 0.00097835570625457759 0.003336646467475651 0.0037394700806539856 0.0030713766510109658 0.0032901189236046392 0.0028318463220610613 0.003084697135696899
leaf_weight=81 52 59 71 55 53 53 54 67 97 53 70 92 77 92 57 70 65 77 52 146 62 58 425 53 81 81 83
leaf_count=81 52 59 71 55 53 53 54 67 97 53 70 92 77 92 57 70 65 77 52 146 62 58 425 53 81 81 83
internal_value=0 0.00223274 0.00339898 0.0027501 0.0026744 0.0016764 0.00353197 0.00251783 0.00198786 0.00272128 0.00365409 0.00289025 0.00361576 0.00335028 0.00366893 0.00341421 0.00346494 0.00339734 0.00266985 0.00353937 0.00119403 0.00373212 0.00369117 0.00331372 0.00341225 0.00293856 0.0031831
internal_weight=0 608 1728 315 268 293 1460 260 178 193 873 215 821 587 698 495 441 371 123 223 115 560 483 123 138 140 148
internal_count=2336 608 1728 315 268 293 1460 260 178 193 873 215 821 587 698 495 441 371 123 223 115 560 483 123 138 140 148
is_linear=0
shrinkage=0.0032351


Tree=2732
num_leaves=23
num_cat=0
split_feature=1 16 1 16 1 14 49 12 13 15 160 16 15 49 1 49 49 16 42 13 42 42
split_gain=115.687 16.8863 7.31177 7.20385 7.10622 6.7033 6.46512 4.87959 2.83436 1.84145 1.71148 1.66563 2.13984 1.48503 3.59312 1.23904 1.19861 1.02203 1.01627 0.617181 0.438408 0.156829
threshold=0.10508500000000001 0.25155500000000003 0.11695500000000002 -0.0096099999999999988 0.092860000000000012 0.062655000000000016 -0.036809999999999996 0.10184000000000001 -0.0030199999999999997 -0.41880499999999993 -0.42430999999999991 0.070130000000000012 0.087450000000000014 -0.008964999999999999 0.079415000000000013 -0.0078949999999999975 0.097360000000000016 -0.080419999999999978 0.088305000000000008 -0.068824999999999983 0.083865000000000009 0.099210000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 15 5 7 -6 10 9 -4 -1 12 -8 14 20 -2 18 -9 -15 -18 -12 -19
right_child=1 -3 8 -5 6 -7 11 17 -10 -11 13 -13 -14 16 -16 -17 19 21 -20 -21 -22 -23
leaf_value=0.0032920734394501004 0.0016860691563918573 0.0025270960036786849 0.0010284299841022554 0.00080516437085297043 0.0016954435431327057 0.0038279053482508751 0.0021977360856340698 0.0027723659642810228 0.0013679136555253973 0.00047700562962254314 0.0031436853469792169 0.003079575786877124 0.0028935130640132842 0.0030583482424170472 0.0021264928401984323 0.0022297831609118177 0.0028990665092984047 0.0024349091050675773 0.0028625933032937656 0.0025211105364663241 0.0028181096379418617 0.0022265048010542301
leaf_weight=103 54 83 80 52 60 58 66 60 70 92 52 57 60 687 53 67 69 63 265 58 75 52
leaf_count=103 54 83 80 52 60 58 66 60 70 92 52 57 60 687 53 67 69 63 265 58 75 52
internal_value=0 0.00143402 0.00121534 0.00163219 0.00287619 0.00294069 0.00245271 0.00290719 0.00091723 0.000733647 0.0029609 0.00270084 0.00252928 0.00293379 0.00270884 0.00198737 0.00297129 0.00248901 0.00300389 0.00272668 0.00295164 0.00234092
internal_weight=0 498 415 173 1838 1595 243 1537 242 172 1362 183 126 1259 180 121 1079 175 952 127 127 115
internal_count=2336 498 415 173 1838 1595 243 1537 242 172 1362 183 126 1259 180 121 1079 175 952 127 127 115
is_linear=0
shrinkage=0.00265391


Tree=2733
num_leaves=22
num_cat=0
split_feature=1 52 2 4 2 1 1 2 150 2 12 48 4 0 12 40 4 0 12 16 0
split_gain=53.9281 12.6218 7.50146 5.50321 3.97248 3.8523 3.65972 2.8397 2.55073 3.26328 2.07493 1.21867 2.51274 1.77043 1.06797 0.89768 0.699675 0.634764 0.62526 0.614744 0.520525
threshold=0.10491000000000002 -0.40809499999999993 0.10912000000000001 0.054560000000000004 -1.0000000180025095e-35 0.14262000000000002 0.083555000000000018 0.096015000000000017 0.083435000000000023 0.089570000000000025 0.10184000000000001 0.093265000000000015 -0.50547999999999982 -0.078964999999999994 0.092395000000000019 -0.026419999999999996 -1.0000000180025095e-35 -0.064539999999999986 0.11007500000000002 -0.070454999999999976 -0.081574999999999995
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 4 8 -3 15 7 -5 10 -10 11 12 -1 16 -15 -4 -14 18 -12 -17 -9
right_child=1 2 5 6 -6 -7 -8 20 9 -11 17 -13 13 14 -16 19 -18 -19 -20 -21 -22
leaf_value=0.0033394929363815004 0.0028543256682594729 0.0013145976489788867 0.00084381455802027573 0.0028879565061191988 0.0021605584385958306 0.00025809645042976107 0.0014855657023517814 0.0022749829072773206 0.0026107022847854573 0.0016809775058930932 0.0022709291776858995 0.0023687709972143372 0.0027569639592274972 0.0023229207191645435 0.0026709213180726916 0.0014477596575392072 0.0030299677425879371 0.0020888375183316567 0.002732495639642436 0.0010330367020800397 0.0018722875902631342
leaf_weight=61 53 98 57 61 101 54 56 65 91 54 56 83 719 135 197 86 98 53 52 52 54
leaf_count=61 53 98 57 61 101 54 56 65 91 54 56 83 719 135 197 86 98 53 52 52 54
internal_value=0 0.00147461 0.00131131 0.00258113 0.00174412 0.000965284 0.00215437 0.00236226 0.0026441 0.00226468 0.00268191 0.00272192 0.00274611 0.00271458 0.00252951 0.00116096 0.00278975 0.00236046 0.00249346 0.00129172 0.00209252
internal_weight=0 501 448 1835 199 249 236 180 1599 145 1454 1293 1210 1149 332 195 817 161 108 138 119
internal_count=2336 501 448 1835 199 249 236 180 1599 145 1454 1293 1210 1149 332 195 817 161 108 138 119
is_linear=0
shrinkage=0.00298873


Tree=2734
num_leaves=19
num_cat=0
split_feature=1 4 52 15 4 158 4 4 4 4 15 1 1211 3 3 47 4 15
split_gain=2.79635 1.65835 1.1142 2.85162 1.47191 1.09985 1.64465 1.28186 1.21373 0.956172 1.12056 1.56428 0.622773 0.656711 1.10787 0.616695 0.37306 0.113999
threshold=0.10335000000000001 -0.50086499999999989 -0.41304999999999997 -0.026169999999999995 0.59999500000000017 0.07968500000000002 0.082475000000000007 -0.15618499999999999 -0.019569999999999997 -0.0090299999999999981 -0.41606999999999994 0.11367000000000001 0.11013500000000002 0.081640000000000004 -0.058704999999999993 0.098400000000000015 0.049545000000000006 -0.047974999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 9 6 7 -3 -7 -4 -11 -12 13 14 -9 -13 -10 -8
right_child=2 5 3 -5 -6 8 17 12 16 10 11 15 -14 -15 -16 -17 -18 -19
leaf_value=0.0064179705688722248 0.004284712462956905 0.00043255851030983648 0.0052692077526331638 -0.0018347373292600449 -0.00080502120516266827 0.0067467990873942788 3.8939369900929901e-05 0.0034897867237928246 0.0021431379499105407 0.0040784026118959628 0.0038206298574525806 -0.0018368847737069306 0.0013342282110595477 0.0014674715176961977 0.0058470823039286617 0.0012804020476134051 0.004440403189042031 0.0013774064431852984
leaf_weight=78 66 62 54 92 58 80 55 1138 52 93 64 53 56 61 92 55 73 54
leaf_count=78 66 62 54 92 58 80 55 1138 52 93 64 53 56 61 92 55 73 54
internal_value=0 0.00347308 0.00177372 0.00141989 0.00221471 0.00333964 0.0031477 0.00333658 0.00475989 0.00276444 0.0022532 0.00126504 0.00347008 0.00356256 0.00366628 -0.000247339 0.0034865 0.000704053
internal_weight=0 1801 535 469 377 1723 1518 1409 205 319 265 172 1347 1291 1230 108 125 109
internal_count=2336 1801 535 469 377 1723 1518 1409 205 319 265 172 1347 1291 1230 108 125 109
is_linear=0
shrinkage=0.0206272


Tree=2735
num_leaves=17
num_cat=0
split_feature=4 39 457 0 11 0 0 4 4 15 0 15 4 43 0 52
split_gain=60.3414 14.906 5.79824 4.63603 4.35743 4.96836 5.2877 6.21773 4.816 3.77025 2.99952 1.63386 1.57691 1.34845 1.32107 0.556934
threshold=0.30163500000000004 0.081875000000000017 0.10259500000000001 -0.17785499999999996 1.0000000180025095e-35 1.0000000180025095e-35 -0.10023499999999998 0.0047850000000000011 0.0049200000000000008 -0.41606999999999994 -0.068669999999999995 0.029300000000000003 0.51400500000000016 -0.073404999999999984 -0.076539999999999983 0.0043000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 7 -1 14 12 -3 -6 -5 -10 -8 -9
right_child=3 10 -4 9 11 -7 8 15 13 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0016042249304221046 0.0016595620326578762 0.0020085787477798602 0.0016487802552641246 0.0013334124706912711 0.0028279527044533666 0.0019119230699405922 0.002758253008349372 0.0023987383010239702 0.0024647616434508974 0.00014544906608715313 0.0012291242955627705 0.0034774799156920802 0.00070751425371670597 0.0019840218705648198 0.002539190343141639 0.002769318339040584
leaf_weight=94 67 90 57 71 86 98 976 80 96 55 75 52 63 99 302 61
leaf_count=94 67 90 57 71 86 98 976 80 96 55 75 52 63 99 302 61
internal_value=0 0.00248488 0.00255334 0.00100988 0.00257985 0.00254216 0.0025783 0.00217739 0.00264224 0.000779401 0.00165447 0.00307292 0.00103938 0.00222085 0.00270651 0.00255928
internal_weight=0 2166 2001 256 1944 1806 1708 235 1473 189 165 138 134 195 1278 141
internal_count=2422 2166 2001 256 1944 1806 1708 235 1473 189 165 138 134 195 1278 141
is_linear=0
shrinkage=0.00287267


Tree=2736
num_leaves=27
num_cat=0
split_feature=1 1 16 124 47 51 13 47 16 16 49 16 475 16 51 13 51 16 402 133 1213 1447 13 49 16 13
split_gain=68.8714 13.0969 5.64242 5.30246 4.91414 2.77202 2.58305 2.47934 2.68311 1.67608 1.55618 1.41576 1.42486 0.977608 1.10696 0.917277 0.911304 1.31578 1.12616 0.589068 0.558831 0.969882 0.918784 0.508484 0.384273 0.23344
threshold=0.10335000000000001 0.12072500000000001 0.12292000000000002 -0.076779999999999987 0.096770000000000009 0.067785000000000012 -0.077849999999999989 0.081320000000000017 0.00088000000000000003 -0.15796999999999997 -0.015974999999999996 0.092980000000000021 -0.0048199999999999988 -0.083479999999999985 0.015475000000000001 -0.0068799999999999998 -0.011859999999999997 -0.0048099999999999992 -1.0000000180025095e-35 0.10932500000000002 -0.086554999999999979 -0.082869999999999985 -0.088494999999999976 0.086395000000000013 -0.011859999999999997 0.0015850000000000003
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=3 2 5 -1 9 15 16 8 10 -3 -8 -10 -13 19 -15 -2 17 24 -18 -12 -20 -22 -23 -9 -5 -14
right_child=1 4 -4 6 -6 -7 7 23 11 -11 13 12 25 14 -16 -17 18 -19 20 -21 21 22 -24 -25 -26 -27
leaf_value=0.0019304672590092437 0.0017162629143493149 0.00095502880064534876 0.0026796473613607355 0.0031125941939787226 0.0016830329015542309 0.0022783657388534048 0.00222770070703432 0.003345120327166929 0.0020156876150556145 0.00034415126019372367 0.0030160394527577678 0.0029316528759934105 0.0024624881271881473 0.0027501785293523257 0.0022700593001169548 0.0012568735870090812 0.0032504212321482775 0.0034917478266958315 0.0025566422460264102 0.0026452801955680776 0.0031794981390062533 0.0025784136571335588 0.0029109938821799022 0.0029091581078518956 0.0027484834815182254 0.002180947510909915
leaf_weight=73 86 102 74 58 67 58 54 56 79 76 194 56 64 333 55 84 66 62 72 55 76 130 222 52 60 58
leaf_count=73 86 102 74 58 67 58 54 56 79 76 194 56 64 333 55 84 66 62 72 55 76 130 222 52 60 58
internal_value=0 0.00149935 0.00193283 0.00275351 0.00096489 0.0016903 0.00278684 0.0026875 0.00263643 0.000694391 0.00273762 0.00236422 0.00251873 0.00278079 0.00268221 0.00148947 0.0029274 0.00312219 0.0028654 0.00293428 0.00281451 0.00285781 0.00278826 0.00313552 0.00292773 0.00232891
internal_weight=0 547 302 1875 245 228 1802 1056 948 178 691 257 178 637 388 170 746 180 566 249 500 428 352 108 118 122
internal_count=2422 547 302 1875 245 228 1802 1056 948 178 691 257 178 637 388 170 746 180 566 249 500 428 352 108 118 122
is_linear=0
shrinkage=0.00310948


Tree=2737
num_leaves=14
num_cat=0
split_feature=1 2 42 41 1443 48 12 13 151 3 16 48 2
split_gain=3.11842 2.12772 1.5697 0.927158 1.05922 0.740509 0.659125 1.85302 1.05676 1.17777 0.626488 0.473704 0.449978
threshold=0.14846500000000004 0.12051500000000002 0.10691000000000002 0.083975000000000008 0.060940000000000001 0.10168500000000001 -0.086449999999999985 -0.016469999999999995 -0.090769999999999976 0.11372500000000001 -0.41863499999999992 0.11077000000000002 0.14019000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 6 7 -1 -8 -10 -3 -7 -12
right_child=-2 2 -4 -5 -6 11 8 -9 9 -11 12 -13 -14
leaf_value=0.004838789287162977 -0.0022663139146422689 0.0041392378634958395 -0.0022762723539206508 0.00076710093262767913 0.0067291534988236741 0.00028482590662224489 0.0059570939344267869 -0.0012095017787238573 0.0036834536756248431 0.00048089791662094808 0.0024322065046543818 0.0032140824237250855 -0.00032848780803880153
leaf_weight=53 54 59 52 63 54 59 102 52 1630 62 74 56 52
leaf_count=53 54 59 52 63 54 59 102 52 1630 62 74 56 52
internal_value=0 0.00326594 0.00121733 0.00349366 0.0035766 0.00349195 0.00359953 0.00184113 0.00370232 0.00356625 0.00220063 0.00171336 0.00129094
internal_weight=0 2368 237 2131 2068 2014 1899 105 1794 1692 185 115 126
internal_count=2422 2368 237 2131 2068 2014 1899 105 1794 1692 185 115 126
is_linear=0
shrinkage=0.0227741


Tree=2738
num_leaves=9
num_cat=0
split_feature=14 12 49 50 132 9 10 11
split_gain=1.81778 1.28462 1.0193 1.54032 0.920465 0.843953 0.957815 0.868934
threshold=-0.31455999999999995 0.12701500000000002 0.14255500000000002 0.13257000000000002 0.11426500000000002 -0.079919999999999977 -0.0026549999999999994 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=-0.0011558648820824407 0.007023761697037615 -0.00043695275989126352 0.00019949504367818485 0.0082634568240707532 0.00019125069681700111 -0.00027762227316426334 0.0034383670913412595 0.0070806227978144152
leaf_weight=72 52 68 73 52 66 52 1935 52
leaf_count=72 52 68 73 52 66 52 1935 52
internal_value=0 0.00331927 0.00343133 0.003538 0.00342394 0.00352584 0.00343649 0.00353383
internal_weight=0 2350 2282 2209 2157 2091 2039 1987
internal_count=2422 2350 2282 2209 2157 2091 2039 1987
is_linear=0
shrinkage=0.0277614


Tree=2739
num_leaves=17
num_cat=0
split_feature=1 2 14 160 128 12 160 15 47 1 475 475 12 15 13 15
split_gain=1.92881 1.12945 1.20941 0.988976 0.662613 0.69039 1.13891 1.50474 1.44927 0.910739 0.895021 0.551732 0.461144 0.539099 0.454458 0.19936
threshold=0.14846500000000004 0.12051500000000002 -0.10708499999999999 -0.065384999999999985 0.10793500000000002 0.083885000000000015 0.051820000000000005 -0.087734999999999994 0.081320000000000017 0.089840000000000017 -0.082549999999999998 -0.085359999999999978 0.11389500000000001 -0.14733499999999997 -0.077274999999999996 -0.070049999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 8 -8 9 -4 11 -7 13 -12 -5 -16
right_child=-2 3 4 14 -6 10 7 -9 -10 -11 12 -13 -14 -15 15 -17
leaf_value=0.0065371102177710369 -0.0023420319794371452 -0.0019357539231781584 0.0017750025922408531 8.0631084992960716e-05 -0.00018040551462770765 0.0036463472006621703 0.0015914749723408602 0.0070408235474724379 0.0046809792177756448 -0.00091709652166398539 0.00013372554363472755 0.0067685631171853508 0.0047865041443560952 0.0027821852047401319 0.0038346262786747749 0.0016740168815590523
leaf_weight=54 54 61 181 62 53 100 77 59 67 152 53 60 72 1203 60 54
leaf_count=54 54 61 181 62 53 100 77 59 67 152 53 60 72 1203 60 54
internal_value=0 0.00255751 0.00274437 0.00087623 0.00264563 0.00271977 0.00192911 0.00395754 0.00123876 0.000545354 0.00300439 0.00481889 0.00278557 0.00267064 0.00185239 0.00281358
internal_weight=0 2368 2131 237 2077 2024 536 136 400 333 1488 160 1328 1256 176 114
internal_count=2422 2368 2131 237 2077 2024 536 136 400 333 1488 160 1328 1256 176 114
is_linear=0
shrinkage=0.0256473


Tree=2740
num_leaves=24
num_cat=0
split_feature=3 2 15 457 2 151 14 3 52 0 12 457 151 2 457 42 157 16 2 0 42 3 42
split_gain=45.2399 15.9726 11.4379 8.38572 7.08882 5.72404 5.35255 4.49933 3.3416 2.787 2.60233 2.32995 2.00093 1.5836 1.35812 1.21144 1.33392 1.58945 1.08164 0.996563 0.816063 1.27352 0.771087
threshold=-0.063814999999999997 0.13388500000000003 -0.37478999999999996 0.089030000000000012 0.11366500000000002 -0.012764999999999997 0.076175000000000007 -0.10175499999999998 0.0029250000000000005 -0.15135999999999997 0.11086000000000001 0.048870000000000004 -0.08688499999999999 0.10746500000000002 0.041935000000000007 0.091475000000000015 -0.082509999999999986 -0.0083249999999999973 0.064660000000000009 -0.074204999999999979 0.10138000000000001 -0.078254999999999977 0.11623000000000001
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 -2 5 6 11 10 -6 -3 -7 12 -4 14 18 -1 16 17 -14 -11 -18 21 -17 -22
right_child=1 8 3 -5 7 9 -8 -9 -10 13 -12 -13 15 -15 -16 20 19 -19 -20 -21 22 -23 -24
leaf_value=0.0023636974878794162 0.00062607438328595149 0.00026534822567754945 0.0011095092655102271 0.00078188501911567439 0.0011044159504940622 0.0028634151385084558 0.0033362187661696834 0.0022300685858050676 0.0011952895716645538 0.0019369485749424727 0.0017692319332092156 0.00193629793875122 0.0024383347012236459 0.0016567814766652647 0.0016982865680117184 0.0017757733216177114 0.0025187758471712784 0.0031567580920948577 0.0024191954499459684 0.0022507761923234609 0.0027548432429586951 0.0023371089612737967 0.0022758236009333402
leaf_weight=58 74 93 66 54 59 56 58 69 55 65 55 57 52 52 53 54 793 60 120 150 53 113 73
leaf_count=58 74 93 66 54 59 56 58 69 55 65 55 57 52 52 53 54 793 60 120 150 53 113 73
internal_value=0 0.00148203 0.0017189 0.00189089 0.00238864 0.00203477 0.00244376 0.00171146 0.00061115 0.00226213 0.00240955 0.00149291 0.00243367 0.00211992 0.00204627 0.00246555 0.00251308 0.00282349 0.00224993 0.00247618 0.00229428 0.00215579 0.00247757
internal_weight=0 692 544 470 1700 416 1572 128 148 293 1514 123 1459 237 111 1348 1055 112 185 943 293 167 126
internal_count=2392 692 544 470 1700 416 1572 128 148 293 1514 123 1459 237 111 1348 1055 112 185 943 293 167 126
is_linear=0
shrinkage=0.00298873


Tree=2741
num_leaves=15
num_cat=0
split_feature=124 48 13 13 3 3 12 13 16 133 49 133 132 16
split_gain=1.45268 1.37379 1.44343 1.2687 1.63908 1.41967 1.23708 0.94976 0.931278 0.925681 0.658957 1.25642 0.674219 0.514111
threshold=-0.051674999999999992 0.087470000000000006 -0.011834999999999998 0.10068000000000001 -0.16228999999999996 -0.10175499999999998 -0.10236499999999998 -0.15010999999999997 -0.075434999999999988 0.0024650000000000006 0.11530000000000001 0.09389500000000002 0.084605000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 8 -7 -8 -6 13 12 -12 -9 -5
right_child=3 -3 -4 9 5 6 7 10 -10 -11 11 -13 -14 -15
leaf_value=0.0038504908500917208 0.0061740790859833071 -0.0024787133192419779 -0.0010939291635907022 0.001023527227887264 0.0024407697983514619 0.0063132804995517352 1.9273132586782319e-05 0.0030676627760867652 -0.0015010657371534626 0.0030476275232522204 0.0031464484118918826 -0.0016849901147219092 0.0012937720074415004 -0.0020640556196154028
leaf_weight=79 75 62 57 60 61 54 73 1418 75 61 72 52 132 61
leaf_count=79 75 62 57 60 61 54 73 1418 75 61 72 52 132 61
internal_value=0 0.00044267 0.00177634 0.00256336 0.00273477 0.00260147 0.00277775 0.00266832 0.000265104 0.000667085 0.00278369 0.00111832 0.00291676 -0.000530932
internal_weight=0 198 136 2194 2012 1937 1801 1747 136 182 1674 124 1550 121
internal_count=2392 198 136 2194 2012 1937 1801 1747 136 182 1674 124 1550 121
is_linear=0
shrinkage=0.0236941


Tree=2742
num_leaves=19
num_cat=0
split_feature=2 15 39 2 0 16 0 150 0 3 0 0 1429 3 16 3 52 474
split_gain=42.1893 27.6817 11.8966 10.1497 7.03364 6.76172 3.49796 3.24742 2.92363 2.38102 2.33838 1.51518 1.4722 2.73727 1.93748 1.42819 0.823508 0.449764
threshold=0.106285 -0.37478999999999996 0.084535000000000013 0.14234000000000005 -0.074754999999999988 -0.019749999999999993 -0.068214999999999984 0.082965000000000025 -0.098524999999999988 -0.10919499999999999 -0.14989499999999997 -0.050379999999999994 0.084770000000000012 -0.12077499999999998 -0.18776499999999999 0.11745500000000002 0.060365000000000009 0.083760000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 15 -4 10 -9 -6 -3 -5 13 -12 -15 -2 -11 -10
right_child=3 2 6 11 9 -7 -8 8 17 16 12 -13 -14 14 -16 -17 -18 -19
leaf_value=8.3351626794480111e-05 0.0014545387441982061 0.0025145091187008433 0.0015888668378978923 3.7901730129834693e-05 0.0011227987088191121 2.466956832675863e-05 0.00061343414102425721 0.001116703094842406 0.0021190807649453837 0.0016025146789312612 0.0025835178222288341 0.000655959132720078 0.0016860728708702885 0.001515637435652202 0.002067845723802681 0.00084345018369282 0.0020307964955974594 0.0017426818423119913
leaf_weight=63 72 94 60 69 63 57 57 53 52 89 80 58 82 53 1224 53 61 52
leaf_count=63 72 94 60 69 63 57 57 53 52 89 80 58 82 53 1224 53 61 52
internal_value=0 0.001919 0.00198298 0.00101331 0.00123601 0.000829099 0.00111391 0.00204313 0.00165641 0.00158356 0.00208271 0.000320401 0.00205448 0.00207672 0.00204495 0.00119568 0.00177688 0.00193117
internal_weight=0 1870 1807 522 395 182 117 1690 157 213 1533 127 1439 1357 1277 125 150 104
internal_count=2392 1870 1807 522 395 182 117 1690 157 213 1533 127 1439 1357 1277 125 150 104
is_linear=0
shrinkage=0.00281635


Tree=2743
num_leaves=23
num_cat=0
split_feature=1 1 1 124 2 0 0 4 3 2 15 3 151 3 1 0 4 3 4 4 4 133
split_gain=63.8783 8.04223 6.79466 6.67499 4.27167 4.61591 4.23209 3.89723 3.66439 2.85687 1.54132 1.37236 1.60717 2.13707 2.64519 1.27812 0.990952 0.832139 0.823644 0.81871 0.341847 0.260422
threshold=0.109225 0.092810000000000017 0.12072500000000001 -1.0000000180025095e-35 0.09857500000000001 -0.029554999999999994 -0.14076499999999997 0.42098500000000005 -0.029309999999999996 0.13733000000000004 -0.46319999999999995 -0.15197999999999998 1.0000000180025095e-35 -0.029309999999999996 0.084755000000000011 -0.074754999999999988 0.020345000000000005 -0.074184999999999987 0.0030100000000000001 -0.085629999999999984 -0.16270999999999997 0.09389500000000002
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 4 8 -3 11 16 -5 9 -2 -4 -9 -1 13 15 -15 19 17 -6 20 -13 -8 -18
right_child=2 3 7 6 5 -7 18 10 -10 -11 -12 12 -14 14 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0027196188413829538 0.0017454823718932124 0.00085704636616110868 0.0012584427745515269 0.0011921165156127246 0.0025425730048104925 0.0010529064793513504 0.0024058540393599274 0.00040333083018148061 0.00084043896847428817 0.00032422135851377208 -0.00029497518475617168 0.0024790245966910735 0.0017553770492165681 0.0030552465424395132 0.0021904060998806738 0.0019054419014688897 0.001990345579879046 0.0020230347521401006 0.0017817180072981374 0.0022363282518121767 0.0021097165831464016 0.0016997655944009382
leaf_weight=65 80 70 70 59 53 52 63 63 87 54 55 156 56 71 62 97 68 65 52 845 95 54
leaf_count=65 80 70 70 59 53 52 63 63 87 54 55 156 56 71 62 97 68 65 52 845 95 54
internal_value=0 0.0021244 0.000801075 0.00169646 0.00221262 0.00187762 0.00191477 0.000474453 0.00127419 0.000851867 7.75734e-05 0.00228495 0.00226297 0.00228604 0.00265233 0.00224164 0.00205618 0.00225666 0.00211765 0.00227418 0.002228 0.001862
internal_weight=0 1983 409 339 1644 292 269 242 167 124 118 1352 1287 1231 133 1098 240 118 210 1001 158 122
internal_count=2392 1983 409 339 1644 292 269 242 167 124 118 1352 1287 1231 133 1098 240 118 210 1001 158 122
is_linear=0
shrinkage=0.0030485


Tree=2744
num_leaves=21
num_cat=0
split_feature=1 1 123 1 3 151 16 16 157 16 16 42 484 484 16 42 13 50 484 3
split_gain=53.1423 6.34208 6.11515 6.02377 3.5868 3.12805 2.22492 2.80011 2.71644 1.85891 1.71874 1.62615 0.974601 2.01299 0.93256 0.823189 0.978541 0.816503 0.495044 0.228759
threshold=0.109225 0.092810000000000017 1.0000000180025095e-35 0.12007000000000002 -0.029309999999999996 -1.0000000180025095e-35 0.21684500000000004 0.081265000000000018 -0.027269999999999996 -0.4058199999999999 -0.019164999999999998 0.087005000000000013 0.08733500000000001 0.083175000000000013 0.27020000000000005 0.091435000000000002 0.055020000000000006 0.091445000000000012 0.11124000000000002 -0.077039999999999983
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 6 5 4 -2 -3 7 12 -8 -5 -11 -10 13 15 17 16 -1 -7 -14 -17
right_child=3 2 -4 9 -6 14 8 -9 11 10 -12 -13 18 -15 -16 19 -18 -19 -20 -21
leaf_value=0.0022586815128134486 0.0018551674904762328 0.0013395606959627387 0.00098493927458809553 0.00041592368812156126 0.0010123826888056345 0.0018146729657626812 0.0024198998916495724 0.0027405451978996507 0.0013531691119260422 0.0012363198558858609 0.00062903062080892579 0.0019742058924847742 0.0026340093795537492 0.0016351866973773087 0.0023841799001631187 0.0021198091741484156 0.0019886286721350877 0.0022409347655585124 0.0022557271779047377 0.0019360490289743596
leaf_weight=853 77 55 66 99 84 97 55 77 65 70 79 70 55 55 63 125 124 58 59 106
leaf_count=853 77 55 66 99 84 97 55 77 65 70 79 70 55 55 63 125 124 58 59 106
internal_value=0 0.00210637 0.00175517 0.000991248 0.00141564 0.00194127 0.00217877 0.00221635 0.00189108 0.000715614 0.000914536 0.00167541 0.00218701 0.00216429 0.00209294 0.00218836 0.00222444 0.00197437 0.0024385 0.00203562
internal_weight=0 1983 339 409 161 273 1644 1454 190 248 149 135 1377 1263 218 1208 977 155 114 231
internal_count=2392 1983 339 409 161 273 1644 1454 190 248 149 135 1377 1263 218 1208 977 155 114 231
is_linear=0
shrinkage=0.00281635


Tree=2745
num_leaves=18
num_cat=0
split_feature=4 15 150 2 15 2 150 0 4 11 4 147 157 15 15 15 52
split_gain=2.82914 2.12375 1.33741 1.63314 1.31471 0.921324 0.684836 1.09753 1.49286 3.18381 0.821305 0.830957 1.09648 0.475242 0.764929 0.302012 0.281118
threshold=0.36766000000000004 -0.18708499999999997 0.089155000000000012 0.092235000000000025 -0.15614499999999998 1.0000000180025095e-35 0.083205000000000015 -0.0042749999999999993 -0.44205499999999992 0.077415000000000012 -0.085574999999999984 0.084575000000000025 -0.077849999999999989 0.084885000000000002 0.087960000000000024 -0.4666249999999999 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 -4 -1 -2 7 10 9 -9 13 12 -12 16 -15 -7 -6
right_child=1 -3 3 -5 6 15 -8 8 -10 -11 11 -13 -14 14 -16 -17 -18
leaf_value=0.0062450752728244428 -0.0013403880612698545 -0.0039172261424550645 0.002792863354627988 -0.0020502182374386247 0.0019034151541907907 0.0038503598202078416 0.0050897303273630739 0.0061596788734145569 -0.0024418831176203333 -0.0017827552160096325 0.0004676698700428001 0.0057184652244922684 0.0028078888175128926 0.0071274437336031303 0.003318577155170551 0.0014500145052124826 0.0042460705327701511
leaf_weight=71 56 63 97 75 60 54 78 65 56 58 136 53 1177 66 63 79 66
leaf_count=71 56 63 97 75 60 54 78 65 56 58 136 53 1177 66 63 79 66
internal_value=0 1.43028e-06 0.00276526 0.000679524 0.00294919 0.00130904 0.00282444 0.00272614 0.000892221 0.00241233 0.00292848 0.00268821 0.00256569 0.00421458 0.00526934 0.00242657 0.00313261
internal_weight=0 252 2121 172 1949 189 1878 1800 179 123 1621 1366 1313 255 129 133 126
internal_count=2373 252 2121 172 1949 189 1878 1800 179 123 1621 1366 1313 255 129 133 126
is_linear=0
shrinkage=0.0246514


Tree=2746
num_leaves=30
num_cat=0
split_feature=12 15 12 16 150 48 43 43 3 3 16 12 15 39 3 3 0 15 16 3 43 52 159 12 484 0 43 43 3
split_gain=114.067 31.1131 18.1994 21.4746 15.1085 12.0771 9.51341 6.2312 6.08901 4.07825 3.5597 3.25516 3.21787 2.76439 2.1631 2.12844 1.6976 1.18137 0.915509 1.62046 0.747426 0.675331 1.0308 0.64832 0.619732 0.886861 0.441958 0.367473 0.175908
threshold=0.054520000000000006 -0.37478999999999996 0.092900000000000024 -0.34140499999999996 0.094365000000000018 0.11280000000000003 -0.074359999999999996 -0.088994999999999991 0.10812000000000001 -0.0020049999999999994 -1.0000000180025095e-35 0.1072 -1.0000000180025095e-35 0.089130000000000015 -0.154195 -0.070649999999999977 -0.11471499999999998 -0.062284999999999993 0.0060650000000000009 -0.085754999999999984 -0.11990999999999997 -0.54313499999999992 -0.032739999999999991 0.090255000000000016 -0.082019999999999982 -0.085669999999999982 -0.039409999999999994 -0.053524999999999996 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 14 -4 5 6 7 -3 9 -8 15 21 -11 -1 -2 20 -16 -17 23 -20 -5 -12 -23 24 -18 -26 -22 -25 -28
right_child=2 4 3 10 -6 -7 8 -9 -10 12 11 -13 -14 -15 16 17 18 -19 19 -21 26 22 -24 27 25 -27 28 -29 -30
leaf_value=0.0080013353302183562 0.011070494028979335 0.0096629062329421332 0.0082216802318055802 0.010731185164402909 0.0081029775909071539 0.0081648481364447016 0.0095318890066654234 0.0083039564585312437 0.0091180006182886384 0.010087971843297509 0.010290248903202489 0.009265049656633717 0.011017198794828707 0.0071692036173376392 0.0099878467336265622 0.0096047622389719717 0.010350798679978944 0.010235939707387391 0.010647648344175821 0.010008026718256059 0.010119006129372797 0.010231408363935778 0.0097086555544160409 0.010179175493000124 0.010737246580333336 0.01050724670889539 0.010583896433751431 0.010502207205701938 0.010312742823746271
leaf_weight=80 57 53 57 55 86 54 52 60 55 72 55 67 56 58 56 52 88 52 61 78 63 52 93 61 308 295 55 83 59
leaf_count=80 57 53 57 55 86 54 52 60 55 72 55 67 56 58 56 52 88 52 61 78 63 52 93 61 308 295 55 83 59
internal_value=0 0.00885746 0.0102871 0.00991 0.00919834 0.00943259 0.00962923 0.00894161 0.00995973 0.0102168 0.0100695 0.0098193 0.0104947 0.00765182 0.010516 0.0102683 0.0104853 0.00992065 0.0105139 0.0102889 0.010424 0.0100048 0.00989634 0.0105513 0.0105899 0.0106248 0.0103284 0.0103656 0.0104438
internal_weight=0 626 1747 660 488 402 348 113 235 180 603 267 128 138 1087 336 1030 104 974 139 232 200 145 835 691 603 177 144 114
internal_count=2373 626 1747 660 488 402 348 113 235 180 603 267 128 138 1087 336 1030 104 974 139 232 200 145 835 691 603 177 144 114
is_linear=0
shrinkage=0.00287267


Tree=2747
num_leaves=23
num_cat=0
split_feature=4 1 52 14 15 1 52 1 457 49 4 15 52 13 15 4 1 51 1 52 15 4
split_gain=92.969 22.2875 8.46858 5.32425 4.71623 4.83275 3.82259 2.67333 4.58828 2.80323 1.97646 1.53352 1.35825 1.00056 0.919751 0.910447 0.834258 0.770419 0.61904 0.537027 1.07748 0.480891
threshold=0.30163500000000004 0.10471500000000002 -0.40011499999999994 0.062655000000000016 -0.42443999999999993 0.12205500000000001 -0.012164999999999999 0.088595000000000021 0.048870000000000004 0.11580500000000001 -0.079374999999999987 -0.070929999999999979 0.11232500000000002 -1.0000000180025095e-35 -0.0078799999999999981 0.0051600000000000005 0.11869500000000001 -0.085434999999999983 0.11414000000000001 0.49868000000000007 0.041820000000000003 0.058330000000000007
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 3 -3 7 5 -2 16 9 10 12 -9 -8 15 14 -12 17 -4 -1 -6 20 -14 -17
right_child=4 2 6 -5 18 -7 11 8 -10 -11 13 -13 19 -15 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.0033723682540443812 0.0019555194049545319 0.003030235927201939 0.0015942527374034577 0.0038050672837789366 0.00069800635923791072 0.00073872464193085565 0.0025580825948263671 0.0024754774486116298 0.0018409833710260964 0.0024584773300711966 0.0026013013468548425 0.0017992360640629538 0.0024041875986579816 0.0033814099013527608 0.0030790972563709434 0.0026322203671372019 0.0010628960486274907 0.0030854112099651513 0.00025664865455933241 0.0030526460637885669 0.0029330061895264329 0.0029897829253290472
leaf_weight=105 57 64 65 71 52 71 52 100 52 88 67 52 66 53 98 58 52 812 76 64 89 109
leaf_count=105 57 64 65 71 52 71 52 100 52 88 67 52 66 53 98 58 52 812 76 64 89 109
internal_value=0 0.00284277 0.00203349 0.00296865 0.000858653 0.00128084 0.00174469 0.00293491 0.0026991 0.00299761 0.00283931 0.00217898 0.00303399 0.00300605 0.00288528 0.00307943 0.00135838 0.00311831 0.00043621 0.0028089 0.00270805 0.0028658
internal_weight=0 2117 285 1832 256 128 221 1761 370 1391 318 104 1303 218 165 1084 117 917 128 219 155 167
internal_count=2373 2117 285 1832 256 128 221 1761 370 1391 318 104 1303 218 165 1084 117 917 128 219 155 167
is_linear=0
shrinkage=0.00310948


Tree=2748
num_leaves=24
num_cat=0
split_feature=2 2 14 2 49 49 49 2 2 47 43 43 9 157 43 43 43 2 160 49 43 2 2
split_gain=47.083 30.4762 8.63904 7.94829 4.92385 2.74621 2.74492 2.61632 1.38428 1.4995 1.20977 1.9722 1.10248 0.905095 0.879087 1.83472 0.949083 0.498443 0.426474 0.395476 0.324072 0.263713 0.0447382
threshold=0.11517500000000001 -0.0091949999999999983 0.062655000000000016 0.098365000000000022 1.0000000180025095e-35 -0.013699999999999999 0.13087000000000001 0.13538500000000001 0.091335000000000013 0.09585500000000001 -0.012534999999999999 0.024635000000000004 0.084755000000000011 -0.062424999999999994 -0.040789999999999993 0.0066850000000000008 -0.081164999999999987 0.11144000000000001 -0.069549999999999987 0.047620000000000003 -0.077144999999999977 0.15855000000000002 0.12015500000000001
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=1 12 3 8 7 -5 -6 22 9 14 18 -12 -1 -7 16 -16 -3 19 -10 -15 -11 -9 -2
right_child=4 2 -4 5 6 13 -8 21 10 20 11 -13 -14 17 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.001031323694768852 0.0018007814875493427 0.0030306853002395459 0.0038884680189278289 0.0019550786101330381 0.0025380864459290469 0.0022545005524850829 0.0016370872147702616 0.0012245849695786042 0.0031575951955376568 0.0025655112472558069 0.0021122593849071817 0.0028541374371353354 0.0016087158458274401 0.0024725312544473755 0.003200430873976306 0.0027996595304210338 0.0027602481394924387 0.0029283302105567047 0.0028217500040167375 0.0027721643868932511 0.0028552324679159895 0.00094815569477728497 0.0016667744786522797
leaf_weight=54 52 330 72 75 65 56 53 74 52 74 53 75 61 97 431 129 174 53 99 67 67 52 58
leaf_count=54 52 330 72 75 65 56 53 74 52 74 53 75 61 97 431 129 174 53 99 67 67 52 58
internal_value=0 0.00280319 0.00289168 0.00285248 0.00164445 0.00245339 0.00213367 0.00139971 0.00294605 0.00298942 0.00275861 0.0025472 0.00133786 0.00259018 0.0030273 0.00310817 0.00293738 0.00267666 0.00293761 0.00259513 0.0027034 0.00111075 0.00173041
internal_weight=0 2019 1904 1832 354 348 118 236 1484 1205 279 128 115 273 1064 560 504 217 151 164 141 126 110
internal_count=2373 2019 1904 1832 354 348 118 236 1484 1205 279 128 115 273 1064 560 504 217 151 164 141 126 110
is_linear=0
shrinkage=0.00293013


Tree=2749
num_leaves=15
num_cat=0
split_feature=4 15 3 1375 0 40 376 52 4 2 52 3 1447 1446
split_gain=3.3987 1.49653 0.993746 0.819008 2.07428 0.766809 1.14305 0.702945 0.719463 0.627241 0.815793 1.48663 0.615717 1.45432
threshold=0.36766000000000004 -0.18708499999999997 0.30112000000000005 -0.093609999999999985 -0.16802499999999995 -0.067184999999999981 0.080200000000000007 -1.0000000180025095e-35 0.55608500000000005 0.097145000000000023 -0.53454499999999994 -0.10237999999999998 -0.085804999999999979 0.087985000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 -5 6 -6 -2 -9 12 -11 -12 -7 -14
right_child=1 -3 -4 4 5 9 -8 8 -10 10 11 -13 13 -15
leaf_value=0.0012867689178454886 -1.7594318214279398e-05 -0.0019527558672731988 0.00087846223558584759 0.0082302988413596335 0.008015707687229371 0.00229238037216529 0.0035380005077804344 0.0047481330398138274 0.0012656184812603517 0.0052551946756353345 -0.00091205697224806608 0.0033650747872892121 0.0041891009000378926 0.0076817460225872053
leaf_weight=53 54 63 52 72 68 85 61 74 61 88 54 291 1226 71
leaf_count=53 54 63 52 72 68 85 61 74 61 88 54 291 1226 71
internal_value=0 0.00120769 0.00411971 0.00420105 0.00427754 0.00413101 0.0059003 0.00226251 0.00317643 0.00400512 0.0032158 0.00269488 0.00425224 0.00438049
internal_weight=0 252 2121 2069 2016 1944 129 189 135 1815 433 345 1382 1297
internal_count=2373 252 2121 2069 2016 1944 129 189 135 1815 433 345 1382 1297
is_linear=0
shrinkage=0.0236941


Tree=2750
num_leaves=29
num_cat=0
split_feature=1 4 12 1 12 13 1 12 1 41 52 12 1 4 51 16 52 1 0 13 0 13 16 0 12 12 1 4
split_gain=97.3512 15.3776 8.143 4.97667 4.40573 4.2174 3.59467 3.13532 3.05175 2.71786 2.26043 1.91839 1.53396 1.48565 1.69101 1.388 1.32558 1.06843 1.66613 1.06809 0.916213 0.871399 0.75076 1.02919 0.841459 0.365085 0.341452 0.322037
threshold=0.10538500000000002 0.41345000000000004 0.087545000000000026 0.12958500000000003 0.054520000000000006 -1.0000000180025095e-35 0.088595000000000021 0.093270000000000006 0.11726500000000001 0.075585000000000013 -0.059354999999999991 -0.073474999999999985 1.0000000180025095e-35 0.053455000000000009 0.097245000000000012 -0.0094449999999999968 -0.24264499999999997 0.082265000000000019 -0.088709999999999983 -0.04609499999999999 -0.079524999999999985 -0.070174999999999987 0.053535000000000006 -0.085669999999999982 0.08401500000000002 0.10005000000000001 0.089075000000000015 -0.082869999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 6 10 12 9 -4 17 -2 -5 -1 14 16 -8 -9 22 -19 21 26 -18 23 24 -6 -21 -20 -25
right_child=1 3 8 11 7 -7 15 13 -10 -11 -12 -13 -14 -15 -16 -17 19 18 20 25 -22 -23 -24 27 -26 -27 -28 -29
leaf_value=0.0021639574841010689 0.00038912012631217704 0.00090131244532710444 0.0023982339370899777 -0.00040750669442902754 0.0029948500700068392 0.0016598700734751363 0.0020221941531748393 0.0020725834369828885 0.0014831596533664557 0.0032758100297407946 0.0011919927654539147 0.00037204293190687664 0.0027849637500564628 0.0019657443150138268 0.0019145622946801315 0.0013966044903406642 0.0025704974190263511 0.0019566822705047887 0.0025524638371666516 0.0028968515414477228 0.0022364009044521984 0.002077079926863797 0.0028970480596242965 0.0026078468009878585 0.0026456663746585764 0.0026067289925787505 0.0029029370223251647 0.0024091848265480947
leaf_weight=75 75 92 75 59 80 65 83 58 58 56 54 54 69 79 53 52 80 55 53 71 52 55 97 127 298 96 52 195
leaf_count=75 75 92 75 59 80 65 83 58 58 56 54 54 69 79 53 52 80 55 53 71 52 55 97 127 298 96 52 195
internal_value=0 0.00102718 0.00142955 0.000385211 0.00247926 0.0010387 0.00213269 0.00254135 0.00199942 0.00263275 0.000725454 -3.46962e-05 0.00246174 0.00234343 0.0024156 0.00178146 0.00248928 0.00259702 0.00240679 0.0025692 0.00256427 0.00236971 0.00264759 0.00261297 0.00271965 0.00273027 0.00272634 0.00248764
internal_weight=0 532 327 205 1836 194 279 1557 133 1065 129 113 144 492 413 135 360 1009 212 302 157 135 797 700 378 167 105 322
internal_count=2368 532 327 205 1836 194 279 1557 133 1065 129 113 144 492 413 135 360 1009 212 302 157 135 797 700 378 167 105 322
is_linear=0
shrinkage=0.00298873


Tree=2751
num_leaves=21
num_cat=0
split_feature=1 3 4 14 1 3 4 4 4 3 1 15 1456 3 52 3 16 43 1 43
split_gain=98.0585 14.8985 7.81199 7.42728 6.7695 5.40879 4.58111 3.89875 3.28763 5.84686 3.13539 3.07006 2.3069 2.6063 1.45407 1.29137 1.80984 1.17617 0.910284 0.786677
threshold=0.10752500000000002 -0.06340999999999998 0.40945500000000007 0.054835000000000009 0.12719000000000003 -0.067429999999999976 0.10440500000000001 0.053255000000000004 -0.37626499999999991 0.092330000000000009 0.096475000000000019 -0.077559999999999976 0.085090000000000013 -0.15197999999999998 1.0000000180025095e-35 -0.046989999999999997 -0.055679999999999993 0.0032700000000000003 0.087930000000000022 -0.020049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 11 5 -4 7 -2 12 -7 10 15 -3 13 -1 -9 -10 -17 19 -19 -15
right_child=1 2 4 -5 -6 8 -8 14 9 -11 -12 -13 -14 17 -16 16 -18 18 -20 -21
leaf_value=0.0024613273494927517 0.0028040736908929755 0.00097695458521178413 0.001324445479538043 0.0039487375697537458 -3.7250337750683423e-05 0.0032714682810442057 0.0016336153411280771 0.0022779620165603517 0.0025279030693701149 0.0015731085682501712 0.0020176231743703906 0.0018215625731809327 0.003542404010986302 0.0030555628074279517 0.0028891990684315329 0.0026873137562234261 0.0034717338926371819 0.0029681595640164227 0.0024839124055462242 0.0032676582641923435
leaf_weight=78 68 80 58 73 100 58 67 93 76 62 59 95 94 644 69 63 57 171 52 251
leaf_count=78 68 80 58 73 100 58 67 93 76 62 59 95 94 644 69 63 57 171 52 251
internal_value=0 0.00133446 0.000973968 0.00295538 0.000462398 0.00291567 0.00222343 0.00300351 0.00257546 0.00244801 0.00266059 0.00143565 0.00306188 0.00302408 0.00253851 0.00285397 0.0030602 0.00306331 0.00285539 0.00311508
internal_weight=0 468 333 1900 158 1827 135 1452 375 317 255 175 1290 1196 162 196 120 1118 223 895
internal_count=2368 468 333 1900 158 1827 135 1452 375 317 255 175 1290 1196 162 196 120 1118 223 895
is_linear=0
shrinkage=0.00317166


Tree=2752
num_leaves=20
num_cat=0
split_feature=15 3 3 10 15 16 42 14 457 39 3 3 3 16 3 3 52 401 16
split_gain=66.6703 29.0796 15.2787 9.11644 5.62941 5.1504 2.98629 2.95683 2.81972 2.36416 2.27611 3.4967 1.67327 1.12265 1.79758 1.70832 0.84925 0.673131 0.693722
threshold=-0.25061999999999995 -0.063814999999999997 0.30112000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.5103049999999999 -0.0015249999999999999 -0.42495999999999995 0.064110000000000014 0.088025000000000006 -0.0041149999999999989 0.092330000000000009 0.099220000000000017 0.24579500000000001 -0.14162499999999997 -0.15680499999999997 -0.45478499999999994 -0.041199999999999994 -0.18776499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 6 -2 -5 -1 13 -9 -8 -12 -6 14 -7 -15 -17 -16 -19
right_child=1 2 -4 4 12 8 10 9 -10 -11 11 -13 -14 15 17 16 -18 18 -20
leaf_value=0.001646363120679306 0.0022520253546032222 0.001381625044784728 0.00099065347032167785 0.0028597455250314648 0.0033548029537445946 0.0036601208215716044 0.0017092549822714351 0.0011769733092027231 0.0025619157434852808 0.00037699344177624737 0.0029997103457381847 0.0019857154893271026 0.0026979083631712996 0.0033812244635302068 0.0028607603990271771 0.0030185362897949637 0.0025719994257591907 0.0028890669653722448 0.0032145729357091674
leaf_weight=57 60 57 68 86 97 75 61 77 71 58 53 72 55 66 58 81 75 64 1077
leaf_count=57 60 57 68 86 97 75 61 77 71 58 53 72 55 66 58 81 75 64 1077
internal_value=0 0.0029125 0.00231749 0.002505 0.00265594 0.00311325 0.00239799 0.001075 0.00314621 0.000833515 0.00218433 0.0024159 0.00311732 0.00317392 0.00320842 0.00297579 0.00280406 0.00318014 0.00319634
internal_weight=0 2176 549 481 424 1627 272 192 1567 135 186 125 152 1496 1274 222 156 1199 1141
internal_count=2368 2176 549 481 424 1627 272 192 1567 135 186 125 152 1496 1274 222 156 1199 1141
is_linear=0
shrinkage=0.00298873


Tree=2753
num_leaves=19
num_cat=0
split_feature=4 3 40 3 2 124 42 11 3 52 3 15 4 16 16 2 16 16
split_gain=78.2549 20.8398 12.6607 7.96668 6.34737 5.44658 4.77676 2.85924 5.49126 2.60302 2.18889 2.30203 1.71866 2.39816 1.73876 1.34999 1.03437 0.460415
threshold=0.30163500000000004 0.30112000000000005 -0.026419999999999996 0.13772500000000001 0.090000000000000011 -0.076164999999999983 0.086700000000000013 1.0000000180025095e-35 -0.10237999999999998 0.40945500000000007 -0.073444999999999983 -1.0000000180025095e-35 -0.11205499999999999 0.0060650000000000009 -0.0024749999999999993 0.11252000000000002 -0.082354999999999984 0.25761500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 9 -1 15 8 -6 12 16 -12 -4 14 -14 -2 -10 -15
right_child=3 -3 4 -5 7 -7 -8 -9 10 -11 11 -13 13 17 -16 -17 -18 -19
leaf_value=0.0015258001071287684 0.0021343239083387467 0.001039429622490978 0.003620069546354463 9.3128811336679081e-05 0.0017161775496822853 0.0026504546813035756 0.00086803947996547538 0.0032289933763663932 0.0026378573642330265 0.0025601024029470914 0.0022705252463278338 0.0028343371799511435 0.0031212432951852379 0.0024821850847746136 0.0036711535142813271 0.0014493706910248128 0.0030185046760972767 0.0028664873987522183
leaf_weight=85 55 59 64 60 53 76 98 94 95 80 143 129 808 53 58 53 235 70
leaf_count=85 55 59 64 60 53 76 98 94 95 80 143 129 808 53 58 53 235 70
internal_value=0 0.00282647 0.00287807 0.00107127 0.0029483 0.0020569 0.00135601 0.00273018 0.00265855 0.00309246 0.00274146 0.00253804 0.00313287 0.00310131 0.00315811 0.00179849 0.00290902 0.00270116
internal_weight=0 2102 2043 266 1882 161 206 749 655 1133 602 272 1053 989 866 108 330 123
internal_count=2368 2102 2043 266 1882 161 206 749 655 1133 602 272 1053 989 866 108 330 123
is_linear=0
shrinkage=0.0030485


Tree=2754
num_leaves=32
num_cat=0
split_feature=4 2 4 15 1453 0 2 15 15 133 15 48 2 150 2 15 13 133 13 133 4 1213 15 4 15 13 160 0 133 133 403
split_gain=5.01868 1.42319 1.20465 1.40338 1.01579 0.986217 1.43716 0.769442 0.816793 0.755037 1.4076 1.41566 1.20722 2.04018 0.873182 0.815645 0.769521 0.688945 0.684124 0.580065 0.557268 0.539336 0.800241 1.02087 1.30808 0.516103 0.370044 0.362898 0.335479 0.312745 0.134648
threshold=0.40124500000000002 0.085730000000000015 0.59999500000000017 -0.40992999999999996 -0.013154999999999998 -0.081444999999999976 -0.007134999999999999 0.083455000000000015 0.092135000000000009 0.078935000000000019 0.03981500000000001 0.10911000000000001 0.091335000000000013 0.082965000000000025 0.092575000000000018 0.11124000000000002 0.097175000000000025 0.087380000000000013 -0.00038499999999999998 -0.013049999999999997 -0.01712 -0.012259999999999998 0.085355000000000014 -0.025139999999999999 -0.087404999999999983 -0.083289999999999989 -0.086154999999999995 -0.087664999999999979 0.10481500000000001 0.11269500000000002 -0.11201999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 21 -7 -8 -9 10 11 12 18 16 19 -16 -14 27 -3 -12 29 25 23 -23 -25 -6 -22 -11 -28 -19 -31
right_child=2 9 -4 -5 5 6 7 8 -10 17 14 -13 13 -15 15 -17 -18 20 -20 -21 26 22 -24 24 -26 -27 28 -29 -30 30 -32
leaf_value=0.0023980252643896354 0.004194502479610512 0.0069629729616765392 -0.0022842494807986916 -0.00037752698943198978 0.0036277880914218712 0.0011401935163112818 0.0076818359731926468 0.0024234051376336224 0.0065866473734099863 0.0056689834408548707 0.0053882878491271066 0.0073836979817426861 0.0022546020678387829 -0.0019765464980188814 0.0096328819718105741 0.0052888539074333555 0.0057199562749829574 0.0070683010811644223 0.0031156949442408214 0.0018790296500788486 0.0057407951022270566 0.0043592576610675801 0.009711899917011494 0.0061571179556558055 0.011243720877296189 0.0072180052000466342 0.0021848322013054348 0.0088314574625195826 0.0047176889414874829 0.0057315298319593807 0.0038896196625155654
leaf_weight=54 103 62 59 89 58 56 100 65 70 53 96 52 217 75 55 71 58 84 71 52 55 84 89 99 57 57 95 52 62 66 52
leaf_count=54 103 62 59 89 58 56 100 65 70 53 96 52 217 75 55 71 58 84 71 52 55 84 89 99 57 57 95 52 62 66 52
internal_value=0 0.00504018 0.00104818 0.00207369 0.00593889 0.00619865 0.00498789 0.00590357 0.00458423 0.00450601 0.00399497 0.00319718 0.00274587 0.00192219 0.00555167 0.00718732 0.00298651 0.00530205 0.0049113 0.00415723 0.00481039 0.00699155 0.00754358 0.00673831 0.00801751 0.00540976 0.0038508 0.00723787 0.00318688 0.00581608 0.00492225
internal_weight=0 2117 251 192 789 735 291 235 135 1328 809 535 483 350 274 126 275 519 133 148 414 444 329 240 156 115 212 105 157 202 118
internal_count=2368 2117 251 192 789 735 291 235 135 1328 809 535 483 350 274 126 275 519 133 148 414 444 329 240 156 115 212 105 157 202 118
is_linear=0
shrinkage=0.0266834


Tree=2755
num_leaves=24
num_cat=0
split_feature=1 52 16 43 52 160 49 49 457 0 12 12 16 0 16 43 0 50 0 16 52 13 1
split_gain=3.51457 1.32236 1.24142 0.908438 1.71692 0.961476 1.16287 1.531 1.22385 1.14817 1.06675 1.28553 0.823975 0.650397 0.821171 1.69403 0.674285 0.588893 0.525928 0.758584 0.373877 0.197847 0.0561374
threshold=0.12072500000000001 -0.065699999999999981 -0.4058199999999999 -0.085594999999999991 -0.14689999999999998 -0.080984999999999988 -0.089819999999999983 -0.020999999999999994 0.084040000000000017 -0.15503499999999998 0.083220000000000002 -0.016554999999999997 -0.14839499999999997 -0.10653 -0.077734999999999985 -0.10227499999999999 -0.081224999999999978 0.099210000000000007 -0.074544999999999986 -0.013024999999999998 0.17829500000000004 -0.081934999999999994 0.13752500000000004
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 22 4 -1 17 -7 8 -8 -9 11 -11 -12 -6 16 -16 -15 18 19 20 -5 -17 -3
right_child=1 2 -4 5 13 6 7 9 -10 10 12 -13 -14 14 15 21 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0077343218852068026 -0.0020701136090667373 0.00077561795486559082 0.0039735327324726052 0.0072563785406809852 0.0019987464324949223 0.0066775273408526152 -0.0017253283643216934 0.0068379087477022822 0.0028248241316990094 0.0042980813238250567 0.0064866462244471228 -4.158853821025097e-07 0.0034949900248340405 0.0045512446970839343 0.0012387665539597536 0.0045248605996861795 0.0080723430999861644 0.0031830341079426448 0.0074455780056478307 0.0028628836279320623 0.0046742603134925613 0.0065235443061160778 -0.00029153644351660919
leaf_weight=90 57 54 89 59 63 56 56 54 74 60 53 100 848 67 87 52 53 90 53 69 64 58 52
leaf_count=90 57 54 89 59 63 56 56 54 74 60 53 100 848 67 87 52 53 90 53 69 64 58 52
internal_value=0 0.00104017 0.0019506 0.00394436 0.00484616 0.00368514 0.00339872 0.00325104 0.000862851 0.00352926 0.00336064 0.00160997 0.00367125 0.00416147 0.00459051 0.0036646 0.00610846 0.00479671 0.00538848 0.00481934 0.00591485 0.00558097 0.000249769
internal_weight=0 252 195 2106 470 1636 1301 1245 130 1115 1061 160 901 380 317 197 120 335 245 192 123 110 106
internal_count=2358 252 195 2106 470 1636 1301 1245 130 1115 1061 160 901 380 317 197 120 335 245 192 123 110 106
is_linear=0
shrinkage=0.0232295


Tree=2756
num_leaves=28
num_cat=0
split_feature=1 52 1 39 2 2 0 1 43 2 52 2 52 42 16 159 43 43 0 52 42 51 16 13 1 16 42
split_gain=70.6192 13.4596 8.54706 7.54952 4.94014 4.50402 4.45143 4.37654 1.94503 2.31596 2.33577 1.90267 1.88835 1.78518 1.75001 1.515 1.47942 1.47913 1.12122 1.11785 1.74773 1.01226 0.686941 0.674215 0.562446 0.499446 0.46412
threshold=0.10538500000000002 -0.40011499999999994 0.13554500000000003 0.081875000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 -0.079119999999999982 0.094165000000000013 -0.081694999999999976 0.090225000000000014 0.092965000000000006 0.12131500000000002 -0.14794999999999997 0.086195000000000008 -0.15796999999999997 0.089030000000000012 -0.049364999999999992 0.065040000000000014 -0.14989499999999997 -0.45478499999999994 -0.034284999999999989 0.089005000000000015 -0.0083249999999999973 -0.062109999999999992 0.07677500000000001 -0.070064999999999975 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 -3 8 -5 12 18 13 15 -1 -11 -4 17 -6 19 -10 -8 -21 24 25 -18 -20 26 -14
right_child=1 2 14 7 16 -7 11 -9 9 10 -12 -13 22 -15 -16 -17 23 -19 21 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0030782976142571931 0.0024411828194224093 0.0010961467041547533 0.00063067108985410958 0.0021403300424729242 0.00063710584249155873 0.0022404359584511191 0.0025175468263152192 0.00096575418797001237 0.0028587422278224116 0.001691689814511492 0.0025907538961550385 0.0016468579220885152 0.0023556883576444291 0.0023246223581929238 -1.7592458082426341e-05 0.0026556280213174861 0.00089384798352891231 0.0016952323576689453 0.0025357438746208319 0.0025064035114832541 0.0020062506575201583 0.0020478144262471311 0.002770145953074836 0.0013130221864530976 0.0023168587519888369 0.0022900342864859116 0.0027102489232155042
leaf_weight=64 56 55 82 53 80 59 77 52 56 97 63 58 53 60 59 54 56 54 333 77 238 53 77 75 143 95 79
leaf_count=64 56 55 82 53 80 59 77 52 56 97 63 58 53 60 59 54 56 54 333 77 238 53 77 75 143 95 79
internal_value=0 0.00111017 0.000950159 0.00230773 0.00120645 0.00168864 0.00235313 0.00155893 0.00245379 0.0023743 0.00212205 0.00214149 0.00262758 0.00193377 0.000359194 0.0021988 0.000945791 0.00214342 0.00246911 0.00220508 0.00212861 0.00242781 0.00253259 0.00113407 0.00247005 0.00245188 0.00256812
internal_weight=0 522 466 1836 325 114 1731 105 1173 805 220 558 368 157 141 500 211 446 585 392 315 529 304 131 476 227 132
internal_count=2358 522 466 1836 325 114 1731 105 1173 805 220 558 368 157 141 500 211 446 585 392 315 529 304 131 476 227 132
is_linear=0
shrinkage=0.00287267


Tree=2757
num_leaves=17
num_cat=0
split_feature=2 15 150 14 2 0 43 39 15 2 0 159 42 0 0 151
split_gain=50.909 20.5723 7.97289 6.448 5.5513 4.76497 4.45651 3.67388 3.41465 2.85481 3.29222 2.30285 2.27231 1.85267 1.39909 0.337771
threshold=0.12051500000000002 -0.41971499999999995 0.082965000000000025 0.076175000000000007 0.15227000000000004 -0.081854999999999997 -0.085594999999999991 0.081875000000000017 -0.097269999999999981 0.10836000000000003 -0.079119999999999982 0.082585000000000006 0.077855000000000021 -0.072864999999999985 0.10798500000000001 -0.080384999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -2 -4 9 -7 10 11 -3 15 -11 -12 -8
right_child=4 2 6 -5 -6 8 12 -9 -10 13 14 -13 -14 -15 -16 -17
leaf_value=0.00098095301876963159 0.00080845624901306628 0.0028543660090346212 0.0028189636405142431 0.0036899588920016237 0.00054716444559878882 0.0012556963556616097 0.0014115280908101136 0.0020956675830232844 0.002330650646399637 0.0018664819136455673 0.002524685908528489 0.0033155733164882276 0.0023162632456381073 0.0026140977627783684 0.003075772063595811 0.0017787339010218828
leaf_weight=73 65 856 76 74 91 52 52 87 70 53 409 126 77 92 53 52
leaf_count=73 65 856 76 74 91 52 52 87 70 53 409 126 77 92 53 52
internal_value=0 0.00263558 0.00269575 0.00277243 0.00119023 0.00150299 0.0021735 0.0027319 0.00187275 0.00276671 0.00280943 0.00291358 0.00190229 0.00234106 0.00258798 0.00159546
internal_weight=0 2080 2007 1750 278 187 257 1676 122 1589 1444 982 181 145 462 104
internal_count=2358 2080 2007 1750 278 187 257 1676 122 1589 1444 982 181 145 462 104
is_linear=0
shrinkage=0.00317166


Tree=2758
num_leaves=15
num_cat=0
split_feature=15 48 51 52 3 15 13 1204 403 160 4 3 4 0
split_gain=1.84856 1.86192 1.74701 1.56481 1.33922 1.08786 1.29711 1.28307 1.41391 1.08836 1.03254 0.950753 0.538235 0.257438
threshold=-0.2987999999999999 0.093265000000000015 0.10174000000000001 0.51307000000000014 -0.024114999999999994 -0.15614499999999998 -0.16392499999999996 -0.068659999999999985 -0.083174999999999985 -0.54119499999999987 0.59999500000000017 -1.0000000180025095e-35 0.50934500000000005 -0.090729999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 4 5 13 -2 -7 8 -8 -9 12 -11 -1 -3
right_child=1 2 -4 -5 -6 6 7 9 -10 11 -12 -13 -14 -15
leaf_value=0.00098959417074758046 0.007295930321055237 0.0059558202988553039 -0.0010680972935467015 0.00086953305791739855 0.00054804357769902025 0.0007813323273237905 0.0045292602381279056 0.0076627387822332839 -0.00082688673350599768 0.0040096512731273163 -0.0013254801473788892 0.0059990189149674482 0.0042320192716918531 0.0036680662042897177
leaf_weight=62 59 52 80 87 70 67 52 53 59 1392 60 150 54 61
leaf_count=62 59 52 80 87 70 67 52 53 59 1392 60 150 54 61
internal_value=0 0.0037217 0.00185028 0.00397805 0.00312745 0.00412553 0.00401988 0.00414692 0.00168002 0.00431844 0.0011952 0.00420333 0.00250118 0.00472308
internal_weight=0 2182 263 1919 183 1832 1773 1706 111 1595 176 1542 116 113
internal_count=2358 2182 263 1919 183 1832 1773 1706 111 1595 176 1542 116 113
is_linear=0
shrinkage=0.0236941


Tree=2759
num_leaves=15
num_cat=0
split_feature=4 2 12 14 457 2 15 42 3 12 2 4 4 4
split_gain=42.5941 16.1102 11.0793 5.12777 5.25609 3.53122 4.64285 2.64244 2.35771 2.14244 1.90826 1.80487 1.56347 0.948633
threshold=0.30163500000000004 0.13775000000000001 -0.077034999999999978 0.076175000000000007 0.080930000000000016 0.12708000000000003 -0.42075999999999997 0.08870500000000002 0.11191000000000002 0.091475000000000015 0.090715000000000004 -0.011514999999999999 -0.47860499999999995 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 8 7 -7 -2 9 12 -6 -1 -4 -11
right_child=5 -3 3 -5 10 6 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.0012459332864687919 0.0017057365106063159 0.0011448077122993149 0.003108369943461827 0.0032998687042480367 0.0022335266758055604 0.0013144623228395378 7.8812570633320385e-05 0.00087765735562395856 0.0019374893316571715 0.0024928823917965718 0.0014454837391106726 0.0019372265717129493 0.0026151080298220126 0.0022300628142153632
leaf_weight=57 103 86 62 74 59 57 52 52 57 471 52 84 922 170
leaf_count=57 103 86 62 74 59 57 52 52 57 471 52 84 922 170
internal_value=0 0.00241222 0.00246649 0.00252753 0.00249564 0.00113806 0.000725271 0.00142814 0.00253726 0.00255828 0.00186464 0.00165799 0.00264622 0.00242323
internal_weight=0 2094 2008 1867 1793 264 109 155 1682 1625 111 141 984 641
internal_count=2358 2094 2008 1867 1793 264 109 155 1682 1625 111 141 984 641
is_linear=0
shrinkage=0.00298873


Tree=2760
num_leaves=18
num_cat=0
split_feature=12 16 48 16 52 457 41 16 1454 160 160 16 16 12 48 160 16
split_gain=2.08945 2.38637 1.64722 0.986197 1.39356 1.35057 1.01299 0.926568 0.899169 0.803086 0.769918 0.570415 0.928652 0.565827 0.516355 0.411203 0.171865
threshold=-0.010219999999999998 -0.49181999999999998 0.083180000000000018 -0.15323999999999996 0.12492500000000002 0.080930000000000016 1.0000000180025095e-35 -0.11118499999999999 0.081720000000000015 0.051820000000000005 0.11205000000000002 -0.072534999999999988 -0.065999999999999989 0.09525500000000002 0.078910000000000022 -0.087004999999999985 -0.50790499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 13 6 8 -3 9 11 -11 15 -13 16 -7 -5 -2
right_child=3 2 -4 5 -6 14 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.005595106430593081 0.0011491150543847398 0.0011995404256333123 0.002794810809864547 0.006173493855471595 0.0053732279308165353 0.0026013602791443509 0.0070947842978789323 -0.0025707364346015359 0.0013996434317684399 0.0070457566447248762 0.0036848407724477134 0.00022881937161829474 0.0034688075864533138 -0.00089126915617970901 -0.00066118389481572095 0.0040219401050910425 0.0029982182869656661
leaf_weight=63 69 61 100 58 55 62 54 101 92 86 75 56 696 62 52 538 52
leaf_count=63 69 61 100 58 55 62 54 101 92 86 75 56 696 62 52 538 52
internal_value=0 0.00137156 0.000354995 0.00346181 0.00199884 0.00365849 0.00383381 -0.00114947 0.00372366 0.00386518 0.00548172 0.00367192 0.00322787 0.000983266 0.00111092 0.00423175 0.0019459
internal_weight=0 325 262 2007 238 1769 1655 162 1601 1509 161 1348 752 183 114 596 121
internal_count=2332 325 262 2007 238 1769 1655 162 1601 1509 161 1348 752 183 114 596 121
is_linear=0
shrinkage=0.024168


Tree=2761
num_leaves=23
num_cat=0
split_feature=4 3 3 376 11 4 16 15 11 16 15 13 4 3 3 16 13 15 15 1212 4 4
split_gain=87.3325 23.9442 11.4964 7.0545 5.7298 5.37327 3.71733 5.1825 3.68471 3.60987 5.61656 2.01077 1.90287 1.46434 0.960202 0.92304 1.05251 0.802612 1.00423 0.761128 0.924166 0.379811
threshold=0.30163500000000004 -0.06340999999999998 0.30112000000000005 0.083785000000000012 1.0000000180025095e-35 -0.42305999999999994 -0.010379999999999999 -0.029334999999999996 0.085630000000000026 -0.53870999999999991 -0.41606999999999994 -0.013514999999999998 0.0049200000000000008 -0.11255999999999998 -0.073629999999999987 -0.12029499999999999 -0.055129999999999992 -0.10981499999999998 -0.016949999999999996 0.11473500000000002 -0.082634999999999986 -0.050564999999999992
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 4 3 5 12 -3 17 -8 -6 -2 11 -11 13 -1 19 -14 -17 -7 -19 20 -15 -16
right_child=9 2 -4 -5 8 6 7 -9 -10 10 -12 -13 15 14 21 16 -18 18 -20 -21 -22 -23
leaf_value=0.0021812746157429258 0.001311667413557328 0.0029670598568000148 0.00061532369135437856 0.0011671138127080094 0.0037587644438160676 0.0025862308072293564 0.0022589884241488922 0.0010424589256059541 0.0027847236544652739 0.0004722577191215509 -0.00034302307104354152 0.0011600754981548787 0.0025467590560230408 0.0028271510385319736 0.0022175717827247854 0.0023827810955429946 0.0018541156472376757 0.0019978011820949142 0.0024908273153644378 0.0023310746361181666 0.0026247996356015971 0.002552568679080242
leaf_weight=64 53 62 52 65 55 52 56 60 78 85 52 60 85 256 60 74 55 100 53 57 741 57
leaf_count=64 53 62 52 65 55 52 56 60 78 85 52 60 85 256 60 74 55 100 53 57 741 57
internal_value=0 0.00244292 0.00189472 0.00204315 0.00261617 0.00219175 0.00204191 0.00163001 0.00318775 0.000645833 0.000466544 0.000757084 0.00256368 0.00260721 0.00263046 0.00231233 0.00215762 0.00227483 0.00216879 0.00265812 0.00267679 0.00238104
internal_weight=0 2082 500 448 1582 383 321 116 133 250 197 145 1449 1235 1171 214 129 205 153 1054 997 117
internal_count=2332 2082 500 448 1582 383 321 116 133 250 197 145 1449 1235 1171 214 129 205 153 1054 997 117
is_linear=0
shrinkage=0.00287267


Tree=2762
num_leaves=20
num_cat=0
split_feature=1 52 159 124 2 14 12 3 40 0 2 0 1456 42 133 13 133 3 15
split_gain=52.7391 18.6777 6.75252 3.93797 3.76237 3.60189 3.53282 2.66606 3.44421 1.82378 1.9541 2.73202 1.31107 1.28847 1.13977 0.971976 0.969154 0.958745 0.559118
threshold=0.10141500000000002 -0.41304999999999997 -1.0000000180025095e-35 -0.082254999999999981 0.14461000000000004 0.076975000000000002 0.088105000000000003 0.0075150000000000008 -0.063404999999999989 -0.13314999999999996 0.098365000000000022 -0.026509999999999995 -0.011624999999999998 0.088060000000000013 0.11370000000000001 0.0015850000000000003 0.048240000000000005 0.30112000000000005 -0.047974999999999997
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 -3 -1 6 9 7 8 -4 -5 11 12 16 -14 15 18 -11 -9 -12
right_child=1 2 4 5 -6 -7 -8 17 -10 10 14 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0016526238097570966 0.0027647481249517014 0.0020756592056322973 0.0011237495218889132 0.0020804388865148429 0.00047796743493762778 0.0032798364193809136 0.0018080022567096301 0.0016299091623408887 0.00014824704054668621 0.0019080033991948969 0.0023614721461343849 0.0032088388048094264 0.0026498983017877115 0.0024158207954662158 0.0018990341159815559 0.0021006052892260062 0.0024839992927542858 0.001060657070519686 0.0027405490118032477
leaf_weight=52 85 71 91 97 91 59 71 65 57 52 87 63 734 336 58 77 64 52 70
leaf_count=52 85 71 91 97 91 59 71 65 57 52 87 63 734 336 58 77 64 52 70
internal_value=0 0.00141729 0.00118724 0.00249736 0.00103944 0.00252322 0.0011914 0.00102607 0.000748274 0.00249595 0.00252208 0.00257584 0.00254219 0.00257642 0.00229204 0.00238931 0.00222608 0.00137719 0.0025307
internal_weight=0 583 498 1749 427 1697 336 265 148 1638 1541 1249 1186 1070 292 234 116 117 157
internal_count=2332 583 498 1749 427 1697 336 265 148 1638 1541 1249 1186 1070 292 234 116 117 157
is_linear=0
shrinkage=0.00310948


Tree=2763
num_leaves=20
num_cat=0
split_feature=4 10 12 49 16 131 3 52 48 133 151 151 3 133 1452 151 12 16 15
split_gain=2.56838 1.70669 1.3328 1.42141 1.1626 1.31432 1.21065 1.01294 0.789428 0.916786 0.777835 1.32711 1.15143 0.718602 0.695604 0.757674 0.942221 0.628525 0.364552
threshold=0.0051600000000000005 -1.0000000180025095e-35 -0.011819999999999999 -0.091004999999999989 -0.065564999999999984 0.085335000000000008 0.0051600000000000005 -0.084674999999999986 0.086665000000000006 -1.0000000180025095e-35 -0.086824999999999986 -0.14468999999999996 -0.16048499999999996 0.089135000000000006 0.084085000000000007 -0.080454999999999985 0.084160000000000013 0.41593000000000008 -0.12640499999999996
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 7 -4 5 8 17 -1 9 -3 11 -5 -12 18 15 -14 -17 -6 -11
right_child=1 4 3 10 6 -7 -8 -9 -10 13 12 -13 14 -15 -16 16 -18 -19 -20
leaf_value=0.0035779243550362453 -0.0019593598965190568 0.001711924969167438 0.007149243952004997 0.0042103935592850937 0.00043098220986877942 -0.00028305152632364589 -0.0021374193319387016 -0.00067678969539344846 0.0013843107533184392 0.0074310342879335004 0.0062633765659607515 -0.0010348911340757713 0.0060960880573377304 0.0028393569595333143 0.00086012512563169027 0.0019408856573986733 0.0037574625610100913 0.0032782399199512828 0.0048810206627386433
leaf_weight=53 60 63 61 52 87 58 56 70 73 53 87 52 63 59 52 183 996 81 73
leaf_count=53 60 63 61 52 87 58 56 70 73 53 87 52 63 59 52 183 996 81 73
internal_value=0 0.0017748 0.00348474 0.00366997 0.00214677 0.00293117 0.000818471 0.00115453 0.00351271 0.00413821 0.00352689 0.00158537 0.00367292 0.00496312 0.00349856 0.00360883 0.00347571 0.00180524 0.00595561
internal_weight=0 663 1669 1546 603 379 224 123 321 248 1485 104 1381 185 1294 1242 1179 168 126
internal_count=2332 663 1669 1546 603 379 224 123 321 248 1485 104 1381 185 1294 1242 1179 168 126
is_linear=0
shrinkage=0.0232295


Tree=2764
num_leaves=20
num_cat=0
split_feature=1 3 2 14 1 39 39 12 3 1 12 151 3 3 16 15 3 15 16
split_gain=84.1764 15.9175 6.07525 5.89387 5.83126 4.88048 3.22986 2.68221 2.30479 1.4813 1.44587 1.2162 3.16045 1.06774 0.837934 0.628508 1.00289 0.996674 0.493897
threshold=0.104035 -0.055839999999999994 0.11500500000000001 0.054835000000000009 0.13554500000000003 0.081875000000000017 0.087880000000000014 0.11589000000000001 0.086245000000000016 0.14787500000000001 0.092855000000000007 -0.086439999999999989 -0.13088999999999998 0.11745500000000002 0.40052000000000004 -0.033689999999999991 -0.093224999999999988 -0.074254999999999974 -0.0058249999999999994
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 14 5 6 7 13 8 10 -6 11 -1 -13 -3 -2 17 -17 -12 -10
right_child=1 4 -4 -5 9 -7 -8 -9 18 -11 15 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0.002149622918700995 0.0018304012311174693 0.001444949653722907 0.0008654219326829284 0.0032622407698275936 0.00035872142202411997 0.0016813288520198949 0.00038999474639424736 0.0017541715905317044 0.0017493640669042428 -0.00029825857287708277 0.0023085362368760382 0.0032343048454495718 0.002479314953308249 0.0009103766149134477 0.002336227313362521 0.0026844978299281402 0.0022604391460755305 0.001789048939428001 0.00217331224836182
leaf_weight=90 60 71 54 66 80 101 73 63 53 53 95 55 895 69 64 70 213 55 52
leaf_count=90 60 71 54 66 80 101 73 63 53 53 95 55 895 69 64 70 213 55 52
internal_value=0 0.000979018 0.00171989 0.00236679 0.000597781 0.00233285 0.000910526 0.00237293 0.00239761 9.66727e-05 0.00242881 0.00249077 0.00252306 0.00118171 0.00209174 0.0022799 0.00236545 0.00211827 0.00195963
internal_weight=0 524 178 1808 346 1742 213 1641 1578 133 1473 1040 950 140 124 433 283 150 105
internal_count=2332 524 178 1808 346 1742 213 1641 1578 133 1473 1040 950 140 124 433 283 150 105
is_linear=0
shrinkage=0.0030485


Tree=2765
num_leaves=25
num_cat=0
split_feature=1 52 2 39 30 2 1 4 4 15 1446 49 52 43 15 1212 42 16 15 42 15 2 15 403
split_gain=66.3398 18.0354 6.88573 4.70855 4.16408 4.36219 3.5875 2.65418 2.58353 2.05975 2.07053 1.73081 1.22789 1.18955 2.76855 1.13179 1.43158 1.0752 1.01879 0.873784 0.337756 0.384952 0.222529 0.125126
threshold=0.10574000000000001 -0.40011499999999994 0.13443000000000002 0.081875000000000017 1.0000000180025095e-35 0.09036000000000001 0.094165000000000013 0.50373500000000015 -0.080954999999999985 -0.22805999999999996 0.037915000000000011 0.12001000000000002 0.10744000000000002 -0.072864999999999985 0.083185000000000023 0.091580000000000009 0.077855000000000021 -0.070064999999999975 -0.0015749999999999998 0.089005000000000015 0.085095000000000018 0.096425000000000025 -0.064464999999999981 -1.0000000180025095e-35
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 4 8 5 -3 -5 -4 12 -10 11 13 15 18 -15 16 20 -7 -11 -18 21 -1 -12 -22
right_child=1 2 7 6 -6 17 -8 -9 9 10 22 -13 -14 14 -16 -17 19 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0027840876132333619 0.0030014097329008984 0.0021024946907253175 0.001067284963233558 0.0025535785743891321 0.00080272006222633404 0.0015282089868642102 0.0015051832332230182 0.00027715047508475619 0.0030895071074912208 0.0027000829938084833 0.0027795295969114519 0.0020307368971050105 0.0023957328038790304 0.0021978718958305618 0.0026132337133719062 0.0025091545537146592 0.0033992533200216776 0.0010150037966492266 0.0023008056121952727 0.0029255491152770929 0.002564809861545469 0.0030602953326649288 0.0030334320779451768 0.0027672430282822485
leaf_weight=133 53 103 83 52 55 88 52 57 59 373 65 58 53 216 315 68 62 52 60 65 53 62 56 60
leaf_count=133 53 103 83 52 55 88 52 57 59 373 65 58 53 216 315 68 62 52 60 65 53 62 56 60
internal_value=0 0.0014493 0.00126142 0.00261319 0.00150355 0.00166206 0.00202967 0.000745802 0.00264769 0.00257396 0.00254733 0.00250586 0.00280704 0.00253442 0.00244433 0.00285032 0.00290358 0.0013378 0.00264483 0.00315704 0.00279897 0.00287206 0.00289729 0.00267256
internal_weight=0 491 438 1862 298 243 104 140 1758 1202 1143 1022 556 964 531 503 435 140 433 127 308 195 121 113
internal_count=2353 491 438 1862 298 243 104 140 1758 1202 1143 1022 556 964 531 503 435 140 433 127 308 195 121 113
is_linear=0
shrinkage=0.00281635


Tree=2766
num_leaves=13
num_cat=0
split_feature=48 4 15 11 2 2 4 3 2 132 474 403
split_gain=2.02307 1.53724 2.84674 1.02189 1.43408 0.756556 0.881971 0.704664 1.59728 0.660695 0.671341 0.477655
threshold=0.11951500000000001 0.50373500000000015 -0.4680149999999999 1.0000000180025095e-35 0.10124000000000001 -0.0091949999999999983 -0.47860499999999995 -0.10175499999999998 0.090225000000000014 0.087360000000000007 0.10523500000000001 -0.023209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -7 8 -8 10 -9 -11
right_child=-2 2 -4 4 -6 6 7 9 -10 11 -12 -13
leaf_value=0.00086834164445747676 -0.00054482185643927152 0.0038280066606143919 -0.0032892425863377396 0.007722011241551671 0.0028913387828706175 0.0064473342208317269 0.0044286363337464295 0.0032849409047822011 -0.0014834614047703166 0.0034260088732328839 0.0060152885730202811 0.0063334659248394428
leaf_weight=69 82 83 58 82 69 60 56 1539 55 59 57 84
leaf_count=69 82 83 58 82 69 60 56 1539 55 59 57 84
internal_value=0 0.00339375 0.000898477 0.00355881 0.00551636 0.00340931 0.00350097 0.00340527 0.00149685 0.00352693 0.00338262 0.00513573
internal_weight=0 2271 141 2130 151 1979 1910 1850 111 1739 1596 143
internal_count=2353 2271 141 2130 151 1979 1910 1850 111 1739 1596 143
is_linear=0
shrinkage=0.0246514


Tree=2767
num_leaves=20
num_cat=0
split_feature=1 3 12 4 4 159 14 4 3 3 3 13 52 3 49 481 394 13 1456
split_gain=105.472 24.5208 7.66853 5.17992 4.90724 4.69388 4.18315 3.02682 2.5918 2.21759 2.1829 2.66252 2.07151 1.89238 1.68996 1.1015 1.03609 0.74813 0.600541
threshold=0.10574000000000001 -0.06340999999999998 -0.088684999999999986 0.08734500000000002 0.50657000000000008 0.083310000000000009 0.076975000000000002 0.054560000000000004 0.0075150000000000008 0.149315 -0.068864999999999996 -0.00038499999999999998 0.0029250000000000005 0.085315000000000016 -0.081334999999999977 -0.0079799999999999992 -0.0063999999999999986 -0.012899999999999998 0.079435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 8 7 10 -3 -10 14 -12 17 -13 -4 18 -17 -9 -16
right_child=1 4 6 -5 -6 -7 -8 12 9 -11 11 13 -14 -15 15 16 -18 -19 -20
leaf_value=0.0022447074201843061 0.0031155433086082441 0.0012406664244728575 0.0027401131930579426 0.0020730057168818414 0.00066614935082220223 0.00067873117221290791 0.0039586838317918508 0.0028065120140865038 0.0023419176503493926 0.0015117940991092676 0.0025754569947804805 0.0035310363294685592 0.0031923095656112058 0.0028869681506179736 0.0033465200689694022 0.0035024777735707833 0.0032082575802406523 0.0023551637934426262 0.003715799591816935
leaf_weight=75 77 75 52 81 98 53 56 67 55 52 95 72 80 81 91 113 957 58 65
leaf_count=75 77 75 52 81 98 53 56 67 55 52 95 72 80 81 91 113 957 58 65
internal_value=0 0.00164912 0.00314597 0.00258127 0.00120675 0.00143206 0.00318378 0.0031587 0.00165126 0.00193878 0.00320288 0.00295487 0.00282967 0.00319026 0.00325098 0.00327262 0.00323936 0.00259733 0.00350058
internal_weight=0 491 1862 158 333 235 1787 1731 182 107 1526 248 205 153 1278 1226 1070 125 156
internal_count=2353 491 1862 158 333 235 1787 1731 182 107 1526 248 205 153 1278 1226 1070 125 156
is_linear=0
shrinkage=0.00287267


Tree=2768
num_leaves=15
num_cat=0
split_feature=2 30 4 48 0 12 1 16 16 12 1 1186 1453 484
split_gain=1.86647 1.4352 1.1356 1.08989 1.07132 0.733012 0.717968 1.28452 2.5859 1.12938 1.08042 0.97356 0.764496 0.769416
threshold=0.13443000000000002 0.085570000000000021 0.50373500000000015 0.089350000000000013 0.12500000000000003 0.11721500000000001 0.097950000000000023 0.07277500000000002 -0.0093349999999999978 0.093765000000000015 0.11453000000000001 0.021560000000000003 -0.077384999999999995 -0.084954999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 11 8 10 -9 -8 12 -1 -14
right_child=2 -3 -4 -5 -6 -7 7 9 -10 -11 -12 -13 13 -15
leaf_value=0.00056666276450801148 0.0038393408842644565 -0.00038895697399277698 -0.002082917326691359 -0.00063904586839129873 0.0063398397710656201 0.005705196477166624 0.0037013779507649937 0.0064661641600791226 -0.0029089218954462303 0.0019107887027460643 9.7969375982522551e-05 0.0059232128801502302 0.0047730965155489023 0.0030255558255283658
leaf_weight=62 67 63 58 52 56 56 133 57 63 61 68 69 152 1336
leaf_count=62 67 63 58 52 56 56 133 57 63 61 68 69 152 1336
internal_value=0 0.00306253 0.000580228 0.00188031 0.00316555 0.00307901 0.00300539 0.00209767 0.00119577 0.00411337 0.00248355 0.00321941 0.00309889 0.00320423
internal_weight=0 2176 177 119 2113 2057 2001 382 264 118 201 1619 1550 1488
internal_count=2353 2176 177 119 2113 2057 2001 382 264 118 201 1619 1550 1488
is_linear=0
shrinkage=0.0232295


Tree=2769
num_leaves=10
num_cat=0
split_feature=132 10 12 0 15 11 0 13 150
split_gain=0.949446 2.58699 1.0508 1.31888 0.681965 0.662993 1.48225 0.592011 0.785536
threshold=0.10613500000000002 -0.089679999999999982 -0.095574999999999979 0.12539500000000003 -0.026169999999999995 0.091795000000000015 0.056265000000000009 -0.16392499999999996 0.083895000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -2 6 7 -4 -9
right_child=4 2 3 -5 -6 -7 -8 8 -10
leaf_value=-0.0027648795425965476 0.006843830783977105 -0.00030786443570399386 0.00047779055486409989 0.006563477963256889 0.0029712436189570546 0.005368038169153341 -0.0014536201522527079 0.0025576638459210662 0.004166377245617278
leaf_weight=58 55 75 76 55 61 54 57 1644 218
leaf_count=58 55 75 76 55 61 54 57 1644 218
internal_value=0 0.00247394 0.00261351 0.00271777 0.0048097 0.00261441 0.00253975 0.00265734 0.00274615
internal_weight=0 2237 2179 2104 116 2049 1995 1938 1862
internal_count=2353 2237 2179 2104 116 2049 1995 1938 1862
is_linear=0
shrinkage=0.0251444


Tree=2770
num_leaves=25
num_cat=0
split_feature=1 52 1 2 2 1 39 11 2 16 15 160 15 52 15 52 16 16 16 50 0 15 0 16
split_gain=90.2988 15.2065 9.42734 8.2431 7.59456 2.88356 2.49137 2.32154 1.77713 1.75951 1.66924 1.60462 2.25891 1.30783 1.4664 1.15491 0.760371 2.48743 1.4989 0.868809 0.706333 0.683713 0.495489 0.491382
threshold=0.10538500000000002 -0.40011499999999994 0.12337000000000002 0.097145000000000023 0.11144000000000001 0.094405000000000003 0.081875000000000017 1.0000000180025095e-35 0.11626500000000002 -0.019749999999999993 0.054100000000000002 -0.067104999999999984 -0.12640499999999996 0.024560000000000002 -1.0000000180025095e-35 -0.092059999999999989 0.0060650000000000009 -1.0000000180025095e-35 0.081265000000000018 0.11413000000000002 -0.083489999999999995 -0.090909999999999977 -0.059914999999999989 0.22564000000000003
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 4 5 9 7 8 16 13 -3 -7 -4 -13 15 -15 22 17 19 -18 20 -1 -6 -5 -20
right_child=1 2 11 6 21 10 -8 -9 -10 -11 -12 12 -14 14 -16 -17 18 -19 23 -21 -22 -23 -24 -25
leaf_value=0.0033153418690427521 0.0031080221614664082 0.0027368090911436397 0.0015136768927934184 0.0027852228291552249 0.0015814013362829326 0.0024815004702100638 0.00217720771960539 0.0037764382295602415 0.0024884073880062593 0.0020386383608821113 0.0031831262257691808 0.00061214615531026838 0.001328580790874994 0.0035445970871779931 0.0028852886310037212 0.0025049226673305677 0.0026723990740598722 0.0038841535037216763 0.0034633246590556666 0.002859570619745842 0.0031473133077334911 0.0011134303537174049 0.0031927071436319873 0.0030720850946164197
leaf_weight=574 59 68 52 53 57 68 55 72 92 58 52 89 66 56 62 71 60 53 52 53 362 52 54 65
leaf_count=574 59 68 52 53 57 68 55 72 92 58 52 89 66 56 62 71 60 53 52 53 362 52 54 65
internal_value=0 0.00171029 0.00152364 0.00311245 0.00192543 0.00322206 0.00276326 0.00326258 0.00284626 0.00241568 0.0027858 0.00106735 0.00091741 0.00295738 0.00319845 0.00279739 0.00323221 0.00326281 0.00305189 0.00322948 0.00325039 0.00135844 0.00299116 0.00324624
internal_weight=0 501 442 1854 235 1411 443 1291 388 126 120 207 155 296 118 178 1219 1042 177 989 936 109 107 117
internal_count=2355 501 442 1854 235 1411 443 1291 388 126 120 207 155 296 118 178 1219 1042 177 989 936 109 107 117
is_linear=0
shrinkage=0.00293013


Tree=2771
num_leaves=19
num_cat=0
split_feature=1 50 52 15 15 52 49 51 11 49 0 52 1447 43 1 16 150 1
split_gain=3.14987 1.91076 1.10459 1.93639 1.42814 1.05108 1.01638 1.49325 1.17376 0.627538 0.940388 0.795812 1.33692 1.07044 0.723069 0.622449 0.515143 0.314988
threshold=0.10335000000000001 0.10209500000000001 -0.40011499999999994 -0.019239999999999997 -0.077559999999999976 -0.077269999999999991 0.11580500000000001 -0.22361999999999996 0.078340000000000007 -0.008964999999999999 -0.14803999999999998 0.11037500000000001 -0.085709999999999995 -0.012014999999999998 0.092655000000000015 -0.10346499999999999 0.077585000000000001 0.12719000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -4 7 -1 9 14 -11 12 -12 -13 16 17 -9 -7
right_child=1 -3 3 -5 -6 15 -8 8 -10 10 11 13 -14 -15 -16 -17 -18 -19
leaf_value=0.0081071536972481418 0.0033405691052119991 0.0055284573837918365 -0.0039696162066001012 -0.0043264178287408953 0.0042406789365082133 0.0010802654287194909 0.00038114598126572628 0.0014326469937667697 -0.00015910852504701098 0.0074163210697610078 0.0082751249485361784 0.0034092151394720131 0.0036164901049728789 -0.00077496428794894925 -0.0006771617286774552 0.003083215266189336 0.0044364477322755384 -0.0015485813117076077
leaf_weight=53 76 61 52 80 68 64 93 90 76 52 52 141 1030 75 57 56 94 85
leaf_count=53 76 61 52 80 68 64 93 90 76 52 52 141 1030 75 57 56 94 85
internal_value=0 0.000807051 0.000207658 -0.0003795 0.000591119 -0.000373347 0.00326813 0.00342406 0.00327498 0.00343921 0.00367713 0.0035271 0.00384066 0.00195498 0.00210525 0.000537403 0.00296884 -0.000417383
internal_weight=0 542 481 405 325 257 1813 1720 1667 1591 1350 1298 1082 216 241 205 184 149
internal_count=2355 542 481 405 325 257 1813 1720 1667 1591 1350 1298 1082 216 241 205 184 149
is_linear=0
shrinkage=0.0283167


Tree=2772
num_leaves=22
num_cat=0
split_feature=2 10 12 10 160 0 0 0 4 151 0 0 1455 12 12 43 483 1456 401 4 4
split_gain=2.58976 1.84619 1.71701 2.11598 1.44624 1.57802 1.83987 1.75215 1.70722 0.691013 0.881001 0.670497 0.617747 0.599399 1.05087 0.649766 0.563807 0.768789 0.537949 1.18174 1.08061
threshold=0.099325000000000011 0.058500000000000003 -0.013764999999999998 -1.0000000180025095e-35 -0.081639999999999976 -0.079249999999999987 -0.10946999999999998 0.12411500000000002 -0.15805499999999997 -0.072119999999999976 -0.14582499999999995 -0.079119999999999982 0.090705000000000022 -1.0000000180025095e-35 0.092495000000000008 -0.00059999999999999995 -1.0000000180025095e-35 -0.0083149999999999977 0.080190000000000011 -0.081289999999999987 -0.21586499999999997
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 2 3 -1 11 6 9 8 -7 -6 -11 -2 16 -10 -15 -16 -4 -18 20 -20 -19
right_child=4 -3 12 -5 5 7 -8 -9 13 10 -12 -13 -14 14 15 -17 17 18 19 -21 -22
leaf_value=0.0019595637529354649 0.0057797895437440806 -0.0020749638897860382 0.0046428680237189631 0.0091267452651159209 -0.0024908402380478972 0.0062488099898047426 -0.0059087912010030623 -0.0031672895679002435 0.0036813142840201791 -0.0010552230114299404 0.0035867448540567821 0.0014854807275540185 0 -0.0027822746253792895 0.0032204934821107555 -0.00052321209393473218 -4.96260284761952e-05 0.0066527286002928676 -0.002023218129530087 0.0029513365833516033 0.0027436748338606491
leaf_weight=53 52 56 101 66 62 58 52 52 52 66 52 52 62 52 80 56 75 53 52 98 1053
leaf_count=53 52 56 101 66 62 58 52 52 52 66 52 52 62 52 80 56 75 53 52 98 1053
internal_value=0 0.00268503 0.00285046 0.00593703 0.000736892 0.00021846 -0.00148753 0.00135011 0.00213933 -0.0002087 0.000987976 0.00363537 0.00260442 0.00114502 0.000441977 0.00167687 0.00271732 0.00257099 0.0027277 0.00122493 0.00293126
internal_weight=0 1669 1613 119 686 582 232 350 298 180 118 104 1494 240 188 136 1432 1331 1256 150 1106
internal_count=2355 1669 1613 119 686 582 232 350 298 180 118 104 1494 240 188 136 1432 1331 1256 150 1106
is_linear=0
shrinkage=0.0266834


Tree=2773
num_leaves=18
num_cat=0
split_feature=2 1 0 133 160 3 3 1210 1 1 0 15 48 156 3 43 16
split_gain=2.07577 1.22401 1.41972 1.54382 2.08547 1.10399 1.70392 0.928628 0.956197 1.11079 0.839116 0.710442 0.967231 0.785996 0.746617 0.536552 0.416613
threshold=0.16730000000000003 0.10335000000000001 0.062580000000000011 -0.006304999999999999 -0.077849999999999989 0.077930000000000013 -0.013399999999999999 -0.081594999999999987 0.10019500000000002 0.096300000000000011 -0.14857499999999998 -0.086599999999999996 0.093265000000000015 0.050840000000000003 0.084735000000000019 -0.078059999999999977 -0.11777499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 6 15 -1 9 11 -7 13 14 16 -13 -6 -9
right_child=-2 2 -4 4 5 10 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0044374532636754773 -0.0031944393446811494 -0.0036847920702514575 0.0039902626625954053 0.0045396979160627999 -0.0015264697994074317 -0.00069707495159330546 -0.0051618674284038676 0.0037411368817341262 0.0051061238646631811 -0.0011504082448232417 0.0034593017811559205 0.0019679510354364497 -0.0012244487509231233 0.0056748295004382578 -0.00083134300355168934 0.0016308532385133233 0.0017964515084575182
leaf_weight=93 53 56 67 70 63 52 52 99 55 74 68 1094 67 53 61 68 210
leaf_count=93 53 56 67 70 63 52 52 99 55 74 68 1094 67 53 61 68 210
internal_value=0 0.0017383 0.000652849 0.000131007 0.000704594 -0.000180535 -0.00138627 0.00203627 0.00190575 0.00179943 0.00165601 0.0019374 0.00165275 0.00289757 0.00181988 0.000110437 0.00242036
internal_weight=0 2302 496 429 373 303 183 1806 1713 1658 120 1584 1222 362 1155 131 309
internal_count=2355 2302 496 429 373 303 183 1806 1713 1658 120 1584 1222 362 1155 131 309
is_linear=0
shrinkage=0.0246514


Tree=2774
num_leaves=16
num_cat=0
split_feature=1 4 15 15 11 48 4 3 3 4 52 15 160 0 0
split_gain=1.21704 1.88756 2.14815 0.923116 1.03147 0.992317 2.7851 1.36072 1.62313 0.857251 0.750037 0.731124 1.34986 0.742436 0.355408
threshold=0.10538500000000002 -0.15805499999999997 -0.015464999999999998 -0.22805999999999996 0.085630000000000026 0.092475000000000016 -0.42305999999999994 0.086245000000000016 -0.0035149999999999995 0.024315000000000003 -1.0000000180025095e-35 -0.059484999999999989 -0.069009999999999988 -0.061994999999999995 -0.14151499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 -1 5 6 -5 8 9 -8 -7 12 -3 14 -14
right_child=1 2 -4 4 -6 10 7 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0044109492568685143 0.0040885322352193863 0.0024857127570937433 -0.0039721144626921629 0.0060059456939089194 -0.0017660193633407832 0.00097948379092996233 0.0017319577147393264 -0.001864826671548155 0.0056394241011405851 9.0977251746664998e-05 -0.0024033656763812646 0.002992879025168974 -0.001558664792368361 -0.0028085634480976116 0.00079717866630807225
leaf_weight=59 61 87 71 78 52 99 1195 62 53 201 55 52 52 75 103
leaf_count=59 61 87 71 78 52 99 1195 62 53 201 55 52 52 75 103
internal_value=0 0.00025885 -0.00027152 0.00154984 0.00145566 0.00155192 0.00172448 0.00150331 0.00164759 0.00149586 -0.000227066 0.000439846 2.027e-05 -0.000911232 5.23123e-06
internal_weight=0 501 440 1854 1795 1743 1589 1511 1449 1396 154 369 317 230 155
internal_count=2355 501 440 1854 1795 1743 1589 1511 1449 1396 154 369 317 230 155
is_linear=0
shrinkage=0.0232295


Tree=2775
num_leaves=9
num_cat=0
split_feature=40 48 16 16 0 1 1 148
split_gain=2.15976 1.41738 1.09929 0.963276 0.847245 1.99352 1.32654 0.919428
threshold=0.051255000000000002 0.13438000000000003 0.63113500000000011 0.51148500000000008 0.10396000000000001 0.14109500000000003 0.12007000000000002 -0.07546499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.0041981711193476981 -0.0042731307026545803 -0.0030703501832764074 -0.0023683746753813948 0.00412906203305171 -0.0013859862471838004 0.0061775237253956661 -0.0019488781035576668 0.0012023933006258
leaf_weight=73 52 54 57 80 83 56 89 1825
leaf_count=73 52 54 57 80 83 56 89 1825
internal_value=0 0.00111676 0.0012168 0.00130956 0.00120333 0.00130867 0.00117131 0.00131776
internal_weight=0 2317 2263 2206 2126 2043 1987 1898
internal_count=2369 2317 2263 2206 2126 2043 1987 1898
is_linear=0
shrinkage=0.0261602


Tree=2776
num_leaves=19
num_cat=0
split_feature=1 402 16 133 10 1456 4 16 3 160 3 15 1375 16 15 1 3 12
split_gain=1.53685 0.677472 1.71457 0.902045 0.761093 0.834148 1.26135 2.57782 1.05393 0.793139 0.681969 1.17984 1.05699 0.674049 1.61981 1.33584 0.626848 0.398901
threshold=0.12072500000000001 0.086595000000000019 -0.0090499999999999973 -0.07218999999999999 -0.0087699999999999983 -0.081149999999999986 -0.13833499999999996 0.27776000000000006 0.11745500000000002 -0.0080249999999999991 -0.046989999999999997 -0.077134999999999995 -0.066804999999999989 -0.14169499999999999 -0.079799999999999996 0.13849500000000003 -0.08322499999999998 0.087245000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 17 -1 16 7 9 10 -7 12 -12 -8 15 -15 -2 -6 -3
right_child=13 2 -4 -5 5 6 8 -9 -10 -11 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0034223545292719239 -0.0022471820135389442 0.00079560890993930333 0.0052456830895010655 -0.0010790199775777233 0.0005161222444624461 -0.0012736356002842511 0.0038211819396025927 0.0020101732350892689 -0.0021508132941577842 -0.0050214988875444885 0.0009484212487591788 0.0046559721834039895 0.00055206990450465399 -0.0052110953750103923 0.00024119320787689634 0.0029229118661582526 0.0036702811915217161 0.0035639751027854803
leaf_weight=57 56 55 67 74 57 57 56 83 63 66 146 68 1151 55 63 52 85 58
leaf_count=57 56 55 67 74 57 57 56 83 63 66 146 68 1151 55 63 52 85 58
internal_value=0 0.000929472 0.00205642 0.000912415 0.000777809 0.000695392 0.00055152 -0.00115132 0.000788065 -0.0032867 0.000918535 0.00212768 0.000703949 -0.00108415 -0.00229803 0.000239826 0.00240592 0.00221873
internal_weight=0 2143 254 187 1889 1832 1690 206 1484 123 1421 214 1207 226 118 108 142 113
internal_count=2369 2143 254 187 1889 1832 1690 206 1484 123 1421 214 1207 226 118 108 142 113
is_linear=0
shrinkage=0.0232295


Tree=2777
num_leaves=14
num_cat=0
split_feature=1 0 12 12 12 132 131 132 1454 49 0 42 0
split_gain=1.06311 1.04978 0.645996 0.814761 0.641656 0.628763 1.53237 1.01196 0.863129 0.791098 0.945297 0.341932 0.192233
threshold=0.12072500000000001 -0.10490499999999998 -0.090699999999999989 -0.064509999999999984 -0.079584999999999989 0.089075000000000015 0.089005000000000015 0.0038750000000000004 0.097395000000000023 0.11012500000000001 0.12436000000000001 0.088125000000000023 -0.050094999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 7 -7 8 9 10 -5 -11 -6
right_child=1 4 3 5 12 6 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.0013655932549809331 0.0021139729002379766 -0.0049026504120330047 0.0040887441665410319 0.00081442529218354821 -0.002339379916220059 -0.0039853990280474955 0.0016842747969323163 0.0048682980556670405 -0.0024138072110514814 0.0051748391767087749 0.004636283599647616 0.0018656472100289849 6.4448670381408633e-05
leaf_weight=95 61 54 72 1535 52 70 92 58 60 53 56 52 59
leaf_count=95 61 54 72 1535 52 70 92 58 60 53 56 52 59
internal_value=0 -0.00112092 0.000961338 0.00106943 -0.00231872 0.000959255 -0.000763681 0.00111329 0.000989091 0.00110966 0.000949141 0.00353894 -0.00105889
internal_weight=0 226 2143 2048 165 1976 162 1814 1756 1696 1591 105 111
internal_count=2369 226 2143 2048 165 1976 162 1814 1756 1696 1591 105 111
is_linear=0
shrinkage=0.028883


Tree=2778
num_leaves=27
num_cat=0
split_feature=1 4 1 151 14 0 1 0 4 0 159 13 12 12 4 1 4 42 13 47 4 160 13 4 43 0
split_gain=66.063 14.5696 7.83499 4.33632 3.71471 3.61597 2.99935 2.72296 3.38398 3.03511 2.08596 2.01184 1.69043 1.09633 0.89887 1.33794 0.866915 0.847101 0.764671 0.740717 0.646798 0.647934 0.623779 0.512381 0.559765 0.420201
threshold=0.096300000000000011 -0.03463999999999999 0.12337000000000002 -1.0000000180025095e-35 0.062655000000000016 -0.13314999999999996 0.10713500000000002 -0.076539999999999983 -0.44205499999999992 -0.037224999999999994 0.087395000000000014 -0.07150999999999999 0.085090000000000013 0.089885000000000007 -0.0065299999999999993 0.08776500000000001 0.049545000000000006 0.084835000000000008 -0.0027149999999999995 0.086785000000000015 0.020345000000000005 -0.23413499999999995 0.085880000000000012 0.0051600000000000005 -1.0000000180025095e-35 -0.083264999999999992
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=4 12 3 6 5 -1 -3 13 -9 23 19 -4 -2 14 15 18 17 -16 -7 -5 21 -15 -14 24 -10 -23
right_child=1 2 11 10 -6 7 -8 8 9 -11 -12 -13 22 20 16 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27
leaf_value=0.0017477148109002042 0.0015981685293758163 0.00036580161044044533 0.00022805443814504178 0.0015136470537701122 0.0029917747379064655 0.002472794737935729 0.0012521867302989706 0.0026289128182399374 0.002292967150976594 0.0013890641451440933 0.0010777194911783818 0.0008262725343962322 0.0023506498029444633 0.0020223446642965723 0.0029387788826209281 0.0019901454655627091 0.0023205060918786392 0.0025044876758879044 0.0021255610474351884 0.0019424822146911188 0.0019596941315274644 0.0025384216511381277 0.001928330185010482 0.0018737005481325134 0.001989162788060714 0.00228314961798293
leaf_weight=95 74 53 86 60 61 461 71 82 130 56 52 93 59 54 74 61 61 72 58 71 52 80 55 58 80 160
leaf_count=95 74 53 86 60 61 461 71 82 130 56 52 93 59 54 74 61 61 72 58 71 52 80 55 58 80 160
internal_value=0 0.00126529 0.00100762 0.00128075 0.00230781 0.00228226 0.000873571 0.00231523 0.00211668 0.00198695 0.00155648 0.000539028 0.00193123 0.00238636 0.0024449 0.00238741 0.00260582 0.00272481 0.00243405 0.0017463 0.00225312 0.00230491 0.00214716 0.00211177 0.00217738 0.00236837
internal_weight=0 674 486 307 1695 1634 124 1539 406 324 183 179 188 1133 787 580 207 146 519 131 346 294 114 268 210 240
internal_count=2369 674 486 307 1695 1634 124 1539 406 324 183 179 188 1133 787 580 207 146 519 131 346 294 114 268 210 240
is_linear=0
shrinkage=0.00281635


Tree=2779
num_leaves=11
num_cat=0
split_feature=1 43 13 13 12 159 47 1 151 12
split_gain=0.935303 0.716825 0.849131 0.584269 0.599227 0.569973 0.57805 0.860096 0.848532 0.891987
threshold=0.11846000000000002 -0.083944999999999978 -0.07150999999999999 -0.19676999999999997 0.11769500000000001 -0.45963999999999994 0.11227500000000001 0.11249000000000002 0.086470000000000005 -0.088684999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 7 8 9 -7
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.0038360754321031362 -0.0034104726082848078 -0.0015944974925260122 0.0019030562511260247 0.0034682236732240042 -0.0013760686786123419 -0.0014516124206496175 -0.0015560414415456193 0.004401772776074943 -0.0021359711268317391 0.00123273571087908
leaf_weight=53 53 103 95 69 73 93 61 54 60 1655
leaf_count=53 53 103 95 69 73 93 61 54 60 1655
internal_value=0 -0.000654175 8.2183e-05 0.00106784 0.00099665 0.00108374 0.000998038 0.00108186 0.00098255 0.00108976
internal_weight=0 251 198 2118 2065 1992 1923 1862 1808 1748
internal_count=2369 251 198 2118 2065 1992 1923 1862 1808 1748
is_linear=0
shrinkage=0.0266834


Tree=2780
num_leaves=23
num_cat=0
split_feature=1 52 14 2 9 2 150 2 51 484 14 52 1 12 52 0 4 12 4 12 4 16
split_gain=51.9494 6.61815 6.60235 5.49552 4.07171 4.6812 2.18491 2.75013 2.11551 2.89533 1.97789 1.97218 1.67301 1.83919 2.25474 1.51348 1.08335 0.972794 1.38552 0.837175 0.385928 0.248515
threshold=0.10684 -0.26738999999999996 0.062655000000000016 0.090000000000000011 -1.0000000180025095e-35 0.10672500000000001 0.081245000000000026 0.12454500000000002 -0.079404999999999989 0.085560000000000011 -1.0000000180025095e-35 0.39765000000000006 0.094090000000000021 0.083825000000000024 -1.0000000180025095e-35 -0.17106499999999999 1.0000000180025095e-35 0.099815000000000015 -0.47860499999999995 0.083785000000000012 -0.051459999999999992 -0.10346499999999999
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 -2 3 8 -3 -6 7 17 9 -1 -7 12 13 14 -10 -12 -15 18 -5 -20 -19 -17
right_child=1 4 -4 6 5 10 -8 -9 11 -11 15 -13 -14 16 -16 21 -18 20 19 -21 -22 -23
leaf_value=0.0026433280885041414 0.0023858222390713865 0.00050812670986743384 0.0033989976187674791 0.0028591424465048282 0.0019321622389780197 0.001578398669308654 0.0018415888322227958 0.0016969790242039246 0.0026665215237578433 0.0018276758431987577 0.0014220564231194595 0.0021660598723139122 0.002318853004433517 0.0027098589222802967 0.0034806092287582475 0.0006914548784180966 0.002269118590277658 0.0019738663228037827 0.0021553705065358157 0.0024659628805370421 0.0023008617725077327 0.00095571259281071572
leaf_weight=84 52 52 68 63 98 75 89 54 59 68 54 67 94 607 59 58 53 55 101 308 78 68
leaf_count=84 52 52 68 63 98 75 89 54 59 68 54 67 94 607 59 58 53 55 101 308 78 68
internal_value=0 0.00140107 0.00250118 0.00246797 0.00127455 0.00138737 0.00227419 0.00233256 0.00260079 0.00227864 0.00117787 0.00265291 0.00269028 0.00273512 0.00307383 0.00101081 0.00267451 0.00238924 0.00245211 0.00238934 0.00216587 0.000834318
internal_weight=0 457 1907 1839 405 353 748 659 1091 152 255 939 872 778 118 180 660 605 472 409 133 126
internal_count=2364 457 1907 1839 405 353 748 659 1091 152 255 939 872 778 118 180 660 605 472 409 133 126
is_linear=0
shrinkage=0.00293013


Tree=2781
num_leaves=24
num_cat=0
split_feature=4 3 3 43 3 0 4 43 3 0 0 4 0 0 4 4 0 52 1446 3 3 4 133
split_gain=74.7256 28.5004 10.6564 14.8576 4.06238 3.99753 3.31612 3.03244 2.55043 2.24926 2.19373 3.47144 1.92075 1.62351 1.23181 1.16301 1.11126 0.732025 0.726359 0.682175 0.658827 0.656477 0.137118
threshold=0.30163500000000004 -0.06340999999999998 0.25468500000000005 -0.035884999999999993 0.14121000000000003 -0.14712999999999996 0.032965000000000001 -0.092454999999999982 0.10323000000000002 -0.10803999999999998 -0.060199999999999997 -0.42305999999999994 -0.067094999999999988 -0.037794999999999995 -0.082249999999999976 -0.029369999999999997 -0.086224999999999982 0.024560000000000002 0.088980000000000017 -0.0076849999999999991 -0.073629999999999987 -0.088499999999999981 0.008405000000000001
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=1 5 3 7 9 -1 10 -3 15 -2 14 -12 -9 -11 16 -5 -7 22 20 -17 -16 -18 -8
right_child=4 2 -4 8 -6 6 17 12 -10 13 11 -13 -14 -15 18 19 21 -19 -20 -21 -22 -23 -24
leaf_value=0.0034600164588372644 0.0013691124019202655 0.0019146951507909671 0.00064711647869548797 0.0029446212492791691 1.4277343357215262e-05 0.0031887280520728643 0.002219511238553937 0.0014460284979806927 0.0019622829693435278 0.00037673342836486265 0.0028086694777582394 0.0019632243983209452 0.00070880091766208693 0.0010712006952532836 0.002677746502899881 0.0027115022236388229 0.0024878441845443823 0.0025222790393954956 0.0029884909312685769 0.0022973747318945775 0.0024185299186512067 0.0028683053938393303 0.0020098058960962115
leaf_weight=52 66 56 55 60 53 79 65 63 74 64 80 88 59 53 748 57 52 61 59 91 98 176 55
leaf_count=52 66 56 55 60 53 79 65 63 74 64 80 88 59 53 748 57 52 61 59 91 98 176 55
internal_value=0 0.00246723 0.0018669 0.00201268 0.000729223 0.00265888 0.00263218 0.00134946 0.00243119 0.000936112 0.00268121 0.002366 0.00108976 0.000691589 0.00272487 0.00259787 0.00288652 0.00225817 0.00267 0.00245708 0.00264776 0.00278167 0.00212366
internal_weight=0 2128 515 460 236 1613 1561 178 282 183 1380 168 122 117 1212 208 307 181 905 148 846 228 120
internal_count=2364 2128 515 460 236 1613 1561 178 282 183 1380 168 122 117 1212 208 307 181 905 148 846 228 120
is_linear=0
shrinkage=0.00293013


Tree=2782
num_leaves=26
num_cat=0
split_feature=0 4 4 1212 42 157 13 12 12 4 16 52 12 52 50 16 1 43 42 12 12 12 52 16 2
split_gain=1.84165 1.60746 1.26494 1.55387 1.81139 0.914492 2.90227 0.875522 1.02216 0.830342 0.720584 1.08025 1.37222 1.64925 0.971299 1.30836 1.2164 0.894047 0.883948 0.703169 0.622844 0.497382 0.324708 0.61225 0.281009
threshold=0.040035000000000008 -0.42305999999999994 -0.082249999999999976 0.090840000000000018 0.077855000000000021 -0.079969999999999986 -0.0018299999999999998 0.10184000000000001 0.1087 -0.00059999999999999995 -0.091354999999999978 0.13796000000000003 0.084405000000000022 -0.016219999999999995 0.077805000000000013 -0.41863499999999992 0.11239500000000001 -0.072864999999999985 0.084065000000000015 0.091515000000000013 0.09283000000000001 0.085945000000000008 -0.014149999999999998 -0.080419999999999978 0.085025000000000003
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=2 19 3 4 22 6 21 10 -9 -10 14 12 13 -12 15 16 -7 -13 -17 -2 -14 -4 -1 24 -24
right_child=1 -3 5 -5 -6 7 -8 8 9 -11 11 17 20 -15 -16 18 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.00096893784637364197 0.002685418047224324 -0.0044876878143959706 0.00028808362219889181 -0.0011760845478517683 0.0071444665504878449 0.0036059798237934454 -0.005799552817966752 -0.0023377326711683656 0.0041337665508825536 -5.7454099293752876e-05 0.0031871764986758939 0.002237033379937648 0.0013110631841937914 0.0083602895881796542 0.0037630301141344034 -0.0033062757864852602 -0.00070289072542022309 -0.0024893518156650961 0.00078570476340854539 -0.001445037935977496 0.0033323646202901396 0.003315389758066058 0.0031824684621960374 0.0054396153943443099 0.000745532425298366
leaf_weight=64 67 65 95 54 89 123 52 80 55 96 183 63 335 61 81 84 80 56 73 56 171 70 90 63 58
leaf_count=64 67 65 95 54 89 123 52 80 55 96 183 63 335 61 81 84 80 56 73 56 171 70 90 63 58
internal_value=0 -0.00102499 0.00178184 0.00312821 0.00376756 0.00146154 -0.000191477 0.00169451 0.000148233 0.00146723 0.00196695 0.00242195 0.00280419 0.00448165 0.0010697 0.000462897 0.00190647 1.04104e-05 -0.00140178 0.000802523 0.00199473 0.00157416 0.00267361 0.00318929 0.00222942
internal_weight=0 188 2176 418 364 1758 217 1541 231 151 1310 869 750 244 441 360 203 119 157 123 506 165 275 211 148
internal_count=2364 188 2176 418 364 1758 217 1541 231 151 1310 869 750 244 441 360 203 119 157 123 506 165 275 211 148
is_linear=0
shrinkage=0.0272171


Tree=2783
num_leaves=21
num_cat=0
split_feature=15 1 39 15 0 0 2 14 15 42 2 1 42 43 16 13 2 16 52 43
split_gain=1.49182 1.55989 1.17145 0.868279 1.8118 1.24524 0.77198 0.596675 0.737557 0.776501 0.537358 0.969149 0.585236 0.511685 0.492567 1.25922 0.448791 0.401567 0.315679 0.224252
threshold=0.0056700000000000006 0.14262000000000002 0.092870000000000022 -0.0073899999999999999 -0.019414999999999998 -0.050379999999999994 0.10559 -1.0000000180025095e-35 -0.23041999999999999 0.097535000000000011 0.083970000000000017 0.078340000000000007 0.095565000000000011 -0.048514999999999996 -0.095229999999999995 -0.08866499999999998 0.097070000000000004 -0.0087049999999999992 0.096285000000000009 -0.0015099999999999998
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 2 3 5 -5 7 -6 -1 -9 -10 11 -2 13 -13 -12 -16 17 18 19 -17
right_child=10 -3 -4 4 6 -7 -8 8 9 -11 14 12 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.0038833098271861283 0.0056003053629914328 -0.0032769707971742621 0.0037033334258399372 -0.0038143259525788608 0.0029778558016110915 -0.0019602877010857587 -0.0011636298655270615 -0.0019187234980979936 0.0015668709927212834 -0.0013854121881875746 -0.00017020719609198972 -0.00046519368818484795 0.0040964791916226883 0.0025384263690546006 0.005060103844960126 0.00049496723740085117 -0.0001391621014706836 0.0039589947571183025 0.003043491479746324 0.0025036686422736688
leaf_weight=60 77 66 100 87 73 91 57 53 773 69 91 70 76 95 79 168 103 55 69 52
leaf_count=60 77 66 100 87 73 91 57 53 773 69 91 70 76 95 79 168 103 55 69 52
internal_value=0 0.00072843 0.000922591 0.000702196 -0.000833133 0.00102098 0.00115978 0.00130536 0.00113222 0.0013246 0.00209979 0.00299191 0.00215734 0.00126244 0.00163952 0.00195316 0.00140342 0.00186612 0.00146684 0.000971046
internal_weight=0 1429 1363 1263 217 1046 130 955 895 842 935 318 241 165 617 526 447 344 289 220
internal_count=2364 1429 1363 1263 217 1046 130 955 895 842 935 318 241 165 617 526 447 344 289 220
is_linear=0
shrinkage=0.0266834


Tree=2784
num_leaves=22
num_cat=0
split_feature=14 157 12 4 4 475 14 4 13 13 130 4 12 43 13 12 4 12 43 13 4
split_gain=0.951021 0.894072 3.53042 1.01067 1.0275 0.821974 0.747513 1.02808 0.698757 0.851945 0.598662 0.808061 0.476703 0.575378 0.462771 0.403237 0.399588 0.318972 0.214232 0.143908 0.131468
threshold=0.062655000000000016 -0.080299999999999996 0.081095000000000014 0.036620000000000007 0.0082450000000000006 -0.085359999999999978 -0.41790499999999997 0.50373500000000015 -0.090834999999999985 -0.08533499999999998 -0.016449999999999996 -0.5031049999999998 0.10124000000000001 -0.012149999999999999 -0.084114999999999981 0.084595000000000017 0.08734500000000002 0.084160000000000013 -0.012339999999999999 -0.010419999999999997 -0.079554999999999987
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 2 -1 4 8 -4 -5 12 17 15 -11 -12 13 16 -7 -10 -8 -3 -17 -15 -19
right_child=-2 3 5 6 -6 14 7 -9 9 10 11 -13 -14 19 -16 18 -18 20 -20 -21 -22
leaf_value=-0.0066596690126687688 0.0039948114478624164 -0.0016378946768785257 -0.0017603740045144653 0.0029345402626848125 0.0051176023631344606 0.0041389863529584887 -0.001599235287881961 -0.0029416740422095172 0.0052744459238009194 0.0033333508399710889 -0.0020166230863205986 0.0013080502988426326 -0.0015566272899827677 0.0012117069119219324 0.0010020059055712511 0.0013268725415958487 0.00098904868150831221 0.0016092484314922993 0.0036962868117801878 0.002870143192817135 -0.00024031864569965059
leaf_weight=53 76 68 53 61 54 52 82 81 54 96 55 951 75 79 95 58 88 55 52 72 54
leaf_count=53 76 68 53 61 54 52 82 81 54 96 55 951 75 79 95 58 88 55 52 72 54
internal_value=0 0.000959391 -0.000535809 0.00114542 0.00150193 0.00108559 0.000152897 -0.00020223 0.00136643 0.00158601 0.00131855 0.001126 0.000357392 0.00080548 0.00211362 0.00338144 -0.000257742 -0.000202516 0.00244955 0.00200437 0.000690336
internal_weight=0 2288 253 2035 1497 200 538 477 1443 1266 1102 1006 396 321 147 164 170 177 110 151 109
internal_count=2364 2288 253 2035 1497 200 538 477 1443 1266 1102 1006 396 321 147 164 170 177 110 151 109
is_linear=0
shrinkage=0.0266834


Tree=2785
num_leaves=12
num_cat=0
split_feature=3 1 42 51 403 3 4 51 123 484 15
split_gain=1.2278 1.95069 1.20638 1.15341 1.00608 1.07402 0.982691 0.826509 0.702068 0.653343 0.603732
threshold=-0.13088999999999998 0.081540000000000015 0.12403500000000002 0.10501000000000001 -0.54045999999999983 -0.10468499999999999 -0.0084099999999999991 0.12317000000000002 0.091600000000000001 -0.16418499999999997 -0.4680149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -3 -5 9 -7 -11
right_child=2 6 -4 7 5 8 -8 -9 -10 10 -12
leaf_value=-0.00073449512978289964 0.004359014615192996 0.0068309539261581179 -0.0028519688371818498 0.005770312550689871 -0.0031360880191118224 -0.002352033099082333 0.0023683569515625573 0.0015890043154980662 0.0035810778639594103 0.0033845380016083344 0.00059189057554202699
leaf_weight=76 56 80 69 59 58 56 73 96 63 62 1620
leaf_count=76 56 80 69 59 58 56 73 96 63 62 1620
internal_value=0 0.00289758 0.000758116 0.000878595 0.000691961 0.000581337 0.00470368 0.00318251 0.000701219 0.000596657 0.000695006
internal_weight=0 229 2139 2070 1915 1859 153 155 1801 1738 1682
internal_count=2368 229 2139 2070 1915 1859 153 155 1801 1738 1682
is_linear=0
shrinkage=0.0277614


Tree=2786
num_leaves=21
num_cat=0
split_feature=2 2 3 2 12 12 49 2 3 475 15 1447 3 15 12 0 12 475 2 3
split_gain=41.5759 23.2929 7.6702 6.92548 5.79762 4.62438 4.35017 3.88965 3.36048 1.92516 1.80622 1.6476 1.38567 1.28754 1.17727 1.89463 0.999502 0.821437 0.35282 0.263665
threshold=0.11517500000000001 -1.0000000180025095e-35 -0.052614999999999995 0.099325000000000011 -0.011819999999999999 -1.0000000180025095e-35 -0.014169999999999999 0.14530500000000005 -0.13392999999999997 -0.068264999999999978 -0.0099749999999999978 -0.083354999999999985 -0.081854999999999997 -0.11251499999999999 0.10911500000000002 -0.048199999999999993 0.094545000000000018 -0.085734999999999992 0.10731 -0.074184999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 8 -1 -5 -7 13 -3 10 17 -11 -2 -4 15 -13 18 -10 -8 -18
right_child=2 3 7 5 -6 6 16 -9 9 11 -12 14 -14 -15 -16 -17 19 -19 -20 -21
leaf_value=0.00051576535784747112 0.0012400642270318104 0.0028944094641256651 0.00066439362053553864 0.0010968132234405114 0.0017507408405782476 0.0012220223969309464 0.0025624939351089567 0.0001284383963187502 0.0024370005090770773 0.0027062686676377185 0.0015232617715931732 0.0022718859192263526 0.0019006090284673055 0.0013068173069731473 0.0018440912279096592 0.0028649961342045367 0.0021230986603604264 0.0019547785622497198 0.0022090397518932724 0.0018295032734407222
leaf_weight=96 60 84 62 66 56 55 56 92 61 91 57 1061 59 55 56 53 63 74 54 57
leaf_count=96 60 84 62 66 56 55 56 92 61 91 57 1061 59 55 56 53 63 74 54 57
internal_value=0 0.00211941 0.000949859 0.00221185 0.00097097 0.00182504 0.00199357 0.000597841 0.00230016 0.00226579 0.00198022 0.00230924 0.00156783 0.000966666 0.00227833 0.00230013 0.00217792 0.00217291 0.00238928 0.00198391
internal_weight=0 2040 328 1888 152 351 285 209 1537 1453 192 1261 119 117 1170 1114 230 135 110 120
internal_count=2368 2040 328 1888 152 351 285 209 1537 1453 192 1261 119 117 1170 1114 230 135 110 120
is_linear=0
shrinkage=0.0030485


Tree=2787
num_leaves=25
num_cat=0
split_feature=1455 14 52 483 3 1 2 43 2 1 156 0 133 43 52 2 1 43 43 0 52 15 394 52
split_gain=0.951855 0.839903 0.682502 0.645851 1.03215 0.831625 0.809738 1.67999 1.39971 0.780371 0.716699 0.969032 0.785966 0.770348 0.696825 0.689934 1.09584 0.62352 0.614977 0.833353 0.558766 0.595477 0.385373 0.351478
threshold=0.10563500000000002 -1.0000000180025095e-35 -0.062629999999999977 0.085870000000000016 -0.084934999999999997 0.080270000000000022 0.087830000000000005 -0.074719999999999995 0.096930000000000016 0.11000000000000001 0.087045000000000011 -0.083554999999999977 -0.0092499999999999978 -0.038674999999999994 0.12371000000000001 0.13775000000000001 0.10797500000000002 0.043850000000000007 -0.15429499999999996 -0.051594999999999995 -0.099329999999999988 -0.012299999999999997 -0.064889999999999989 -0.0036349999999999998
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 2 -1 5 -5 10 7 20 -8 17 11 12 22 -14 23 16 -10 -9 -13 -20 -7 -22 -3 -6
right_child=-2 3 -4 4 14 6 8 9 15 -11 -12 18 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25
leaf_value=0.001080332941726359 0.0042980130380736881 0.0027651782435427976 0.0052670979014140884 0.0053765827681200072 0.0013251208072230284 0.001000318810127473 -0.0048118675134707608 0.0020165832558041411 -0.00082833121134777952 0.00450650085665794 -0.00093163830100292402 -0.0019025493103721994 0.0021853331877449401 0.0052112349622630734 0.0037371835765593626 -0.0023720047858460077 0.0029319917180388121 -0.0011141596298294581 0.0003712522950941179 0.0034736823888759536 -0.0035429066634438552 -0.00013350947646193975 0.0004110864847451183 -0.0014582022159476155
leaf_weight=53 59 66 54 52 73 60 53 183 150 65 103 62 185 84 52 76 82 57 360 71 78 64 172 54
leaf_count=53 59 66 54 52 73 60 53 183 150 65 103 62 185 84 52 76 82 57 360 71 78 64 172 54
internal_value=0 0.000931589 0.00319589 0.000821435 0.00213068 0.000667851 6.17655e-05 0.000736289 -0.000884784 0.00196213 0.00114455 0.00135868 0.00216189 0.00313126 0.00118617 -0.000208113 0.000499545 0.00127187 0.000532098 0.000882973 -0.00111323 -0.00200824 0.00106508 0.000139462
internal_weight=0 2309 107 2202 231 1971 868 507 361 305 1103 1000 507 269 179 308 232 240 493 431 202 142 238 127
internal_count=2368 2309 107 2202 231 1971 868 507 361 305 1103 1000 507 269 179 308 232 240 493 431 202 142 238 127
is_linear=0
shrinkage=0.0261602


Tree=2788
num_leaves=10
num_cat=0
split_feature=160 160 1373 149 1446 14 10 43 0
split_gain=1.22877 1.03509 1.06768 0.960331 0.960371 0.923374 0.910191 1.27487 0.648968
threshold=0.11655500000000001 0.097775000000000015 0.081220000000000014 0.07770500000000001 0.091180000000000011 -1.0000000180025095e-35 -0.089679999999999982 0.0035900000000000007 -0.07854499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -2
right_child=8 -3 -4 -5 -6 6 7 -9 -10
leaf_value=0.0032694084037255908 -0.0035850417178672983 0.0036385245516944507 -0.0025009607993751182 0.0039921821405634007 -0.0016751640786259983 -0.0022451318896770105 0.0011777598743349929 -0.00039749025105349485 0.00013614908983503767
leaf_weight=88 53 74 54 54 85 54 1497 357 52
leaf_count=88 53 74 54 54 85 54 1497 357 52
internal_value=0 0.000881488 0.00078817 0.00087148 0.000790379 0.000895501 0.00078588 0.000874299 -0.00173976
internal_weight=0 2263 2189 2135 2081 1996 1908 1854 105
internal_count=2368 2263 2189 2135 2081 1996 1908 1854 105
is_linear=0
shrinkage=0.0236941


Tree=2789
num_leaves=15
num_cat=0
split_feature=1 52 124 1 12 14 16 12 48 48 4 16 1 39
split_gain=55.7013 10.4413 6.33174 5.92847 7.11269 4.10381 2.86317 2.12544 1.81145 1.61064 1.46862 2.15663 1.01184 0.933987
threshold=0.10538500000000002 -0.40011499999999994 -0.082254999999999981 0.13662500000000002 0.088105000000000003 0.062655000000000016 -0.0096099999999999988 0.11769500000000001 -0.074214999999999989 0.10184000000000001 -0.42305999999999994 0.0060650000000000009 0.14846500000000004 0.087880000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 7 13 8 -4 10 -10 -12 -5 -3
right_child=1 3 5 12 -6 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.0015903854236471941 0.0026162858293425806 0.0015506470543375757 0.0019763527832115288 0.00088797363892415319 0.0020921520702026205 0.0032241854861920103 0.0006613326173257549 0.0018816710927076416 0.0028997397510054017 0.0021259818782204281 0.0025686524467834816 0.0022586314364460643 0.00034564796206739714 0.0010687128480547665
leaf_weight=70 53 97 58 76 100 69 76 52 96 90 1177 244 52 58
leaf_count=70 53 97 58 76 100 69 76 52 96 90 1177 244 52 58
internal_value=0 0.00135974 0.00247339 0.00121458 0.00142589 0.00250798 0.00113733 0.00247918 0.00249783 0.00251663 0.00253978 0.00251544 0.000667903 0.00137052
internal_weight=0 512 1856 459 331 1786 231 1717 1665 1607 1517 1421 128 155
internal_count=2368 512 1856 459 331 1786 231 1717 1665 1607 1517 1421 128 155
is_linear=0
shrinkage=0.00298873


Tree=2790
num_leaves=23
num_cat=0
split_feature=1 52 1 42 4 0 457 4 13 1 11 1455 4 0 156 157 52 4 1 1 42 42
split_gain=58.9553 8.75078 6.11258 4.71192 4.02332 3.94831 2.79626 2.1772 1.62989 1.46522 1.66459 1.48388 1.25526 1.24346 1.02067 0.962913 0.940136 0.84812 0.8074 0.683275 0.682462 0.351324
threshold=0.10141500000000002 -0.41304999999999997 0.13662500000000002 0.077855000000000021 0.043850000000000007 0.053930000000000006 0.079590000000000008 0.10597500000000001 -0.0013449999999999996 0.089625000000000024 0.075910000000000019 0.083295000000000022 -0.079164999999999985 -0.085669999999999982 0.088610000000000008 -0.082134999999999986 0.038145000000000005 -0.0068249999999999986 0.14720000000000003 0.11588000000000001 0.087675000000000017 0.093045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 9 8 20 -3 10 11 13 -11 15 -15 -1 -9 21 -4 -5 -6 -14
right_child=1 2 18 19 7 -7 -8 16 -10 12 -12 -13 17 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0032880270127421817 0.0024965547755999131 0.0011960473935916898 0.00054783617666614667 0.0022364995166851845 0.0018206281615104312 0.0019971746835464725 0.00068500924891167902 0.0023198583578944065 0.0017567939051622021 0.0020899076824806581 0.00327968431247501 0.002353789234646503 0.0029276842586096236 0.0027394139481350158 0.0023413549381131925 0.0028543406656566313 0.0028796229167571291 0.002303000575963431 0.0010461244686907523 0.0018060040915491133 0.002277292692925266 0.0025920488330653593
leaf_weight=56 75 95 64 68 77 71 52 60 99 52 59 82 66 590 68 367 54 52 58 72 52 57
leaf_count=56 75 95 64 68 77 71 52 60 99 52 59 82 66 590 68 367 54 52 58 72 52 57
internal_value=0 0.00152399 0.00138034 0.00156843 0.00264243 0.00270078 0.00131395 0.00227735 0.00148237 0.00273523 0.00277726 0.00275175 0.00250882 0.0027819 0.00269833 0.00291183 0.0025853 0.00263311 0.000784994 0.00201533 0.00200496 0.00277241
internal_weight=0 583 508 386 1763 1520 246 243 194 1449 1222 1163 227 1081 658 423 114 175 122 140 129 123
internal_count=2346 583 508 386 1763 1520 246 243 194 1449 1222 1163 227 1081 658 423 114 175 122 140 129 123
is_linear=0
shrinkage=0.0030485


Tree=2791
num_leaves=26
num_cat=0
split_feature=1 2 12 15 2 159 40 16 12 43 1 2 15 13 16 1429 475 13 12 131 13 15 15 16 12
split_gain=79.6739 16.2771 13.8796 3.9278 3.85751 3.67529 4.90176 3.26155 2.25226 2.24895 1.97005 3.27639 1.89522 1.62333 1.55065 2.15822 1.58995 1.36818 1.1529 1.0379 1.52328 1.97047 1.5454 0.996752 0.496617
threshold=0.10141500000000002 0.10981000000000002 -1.0000000180025095e-35 -0.013349999999999999 0.11366500000000002 0.083310000000000009 -0.026419999999999996 -0.38959499999999997 0.091475000000000015 -0.097279999999999991 0.089625000000000024 0.090605000000000005 -0.032264999999999995 -0.011834999999999998 0.081265000000000018 0.084690000000000015 -0.0029899999999999996 -0.018704999999999996 0.08598500000000002 0.08956500000000002 0.004745000000000001 0.089625000000000024 -0.074959999999999985 -0.041284999999999995 0.095565000000000011
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=4 2 13 17 8 6 -3 -8 9 18 14 -12 -6 -2 15 16 -11 -4 -1 20 21 22 -10 -22 -23
right_child=1 5 3 -5 12 -7 7 -9 19 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 23 24 -24 -25 -26
leaf_value=0.0036920512065985269 0.001649677544951246 0.00066712837616677331 0.0026185339613017992 0.0031969968091505106 0.0027782999909048436 0.00066857196706499695 0.0011501248155469056 0.0020861341409276926 0.0026596836259218312 0.0034183453080454903 0.0030007471357881964 0.0020642468361075756 0.0020701242943694234 0.00095059806888149316 0.0034039770991351318 0.00244753423790288 0.0029809545256220434 0.0019888645469900296 0.0031282337003456211 0.0030864786054258645 0.0027372617153327231 0.0026527959997031474 0.001981314767639103 0.0032581782516927565 0.0030124927788815641
leaf_weight=59 64 57 61 67 66 91 55 77 55 81 85 52 65 52 85 60 677 59 69 79 71 74 62 59 64
leaf_count=59 64 57 61 67 66 91 55 77 55 81 85 52 65 52 85 60 677 59 69 79 71 74 62 59 64
internal_value=0 0.00166259 0.00213336 0.00262746 0.00291227 0.00115303 0.00138613 0.00169637 0.00295119 0.00302011 0.00297475 0.00264552 0.00242715 0.00133657 0.00302467 0.00298522 0.00302774 0.00230921 0.00338836 0.00277765 0.0027142 0.00258166 0.00230047 0.00297392 0.00281984
internal_weight=0 583 303 187 1763 280 189 132 1632 1168 1040 137 131 116 903 818 758 120 128 464 385 255 117 130 138
internal_count=2346 583 303 187 1763 280 189 132 1632 1168 1040 137 131 116 903 818 758 120 128 464 385 255 117 130 138
is_linear=0
shrinkage=0.00293013


Tree=2792
num_leaves=16
num_cat=0
split_feature=2 15 52 123 14 2 15 447 15 16 16 49 52 16 2
split_gain=23.6328 13.2556 8.86705 7.13209 6.13536 4.73019 4.73996 2.97695 1.45489 1.40154 2.3014 1.85733 1.38264 1.47789 1.3484
threshold=0.10836000000000003 -0.41971499999999995 -0.26738999999999996 1.0000000180025095e-35 0.076975000000000002 0.15227000000000004 0.054100000000000002 0.083310000000000009 -0.19301999999999997 0.081265000000000018 0.21684500000000004 -0.014169999999999999 -0.067394999999999983 -0.50690499999999983 0.13443000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 7 6 12 8 -3 11 -11 -10 -4 -14 -15
right_child=2 3 5 -5 -6 -7 -8 -9 9 10 -12 -13 13 14 -16
leaf_value=0.00076342064629749448 0.0022168092649071771 0.0025835285723034714 0.00089349088044748004 0.0014098993124890319 0.00297137236751881 0.0006404409794334349 0.0020082746398283756 0.0015181562653490809 0.0018041140664383703 0.0027801604887521024 0.0021668181755192051 0.002129898646208492 0.00095232210745353058 0.0017051826714872679 0.0011455268863625949
leaf_weight=55 82 54 72 100 65 78 70 58 146 60 183 1136 53 82 52
leaf_count=55 82 54 72 100 65 78 70 58 146 60 183 1136 53 82 52
internal_value=0 0.00207335 0.00140426 0.00211332 0.00215463 0.00124048 0.00138265 0.00212218 0.00214435 0.00212878 0.00231838 0.00209282 0.00121345 0.00133649 0.00148822
internal_weight=0 1857 489 1802 1702 407 329 1637 1579 1525 243 1282 259 187 134
internal_count=2346 1857 489 1802 1702 407 329 1637 1579 1525 243 1282 259 187 134
is_linear=0
shrinkage=0.00270699


Tree=2793
num_leaves=18
num_cat=0
split_feature=1 52 2 3 14 3 14 49 16 3 1 15 2 456 42 16 150
split_gain=41.9947 11.6088 6.55774 9.81919 4.56266 2.61526 1.86266 1.84498 1.54364 4.82844 1.50862 1.95494 1.49021 1.10788 1.1265 1.06265 0.736113
threshold=0.10141500000000002 -0.41304999999999997 0.10161500000000002 -0.021559999999999996 -0.23083499999999998 0.091170000000000015 0.078400000000000011 0.11909500000000002 0.081265000000000018 -0.12077499999999998 0.13752500000000004 -0.091604999999999978 0.10515500000000001 0.086265000000000022 -0.0015249999999999999 0.25032500000000008 0.089155000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 6 7 8 9 -1 11 -6 15 14 -11 -10 -13
right_child=1 2 4 -5 10 -7 -8 -9 12 13 -12 16 -14 -15 -16 -17 -18
leaf_value=0.0015788687812736955 0.0025011121543674088 0.0023386902016154696 0.001642512390225284 0.0010033543939174411 0.00053654299850477071 0.0018247398152055738 0.0029035144567593134 0.001852662365248735 0.0031158446394897836 0.0024596055287661334 0.00034434152170658778 0.0014110301869656623 0.002286592702728265 0.0027422742621479174 0.0022719723268330482 0.0025304888959482735 0.00091702757538649957
leaf_weight=74 75 98 70 99 76 88 54 68 58 473 56 54 76 67 750 55 55
leaf_count=74 75 98 70 99 76 88 54 68 58 473 56 54 76 67 750 55 55
internal_value=0 0.00140309 0.00124091 0.0016678 0.000970405 0.00232856 0.00235501 0.00233672 0.00235789 0.00232261 0.000775055 0.000905261 0.00261239 0.00236525 0.00234457 0.00283122 0.00116206
internal_weight=0 583 508 197 311 1763 1675 1621 1553 1364 241 185 189 1290 1223 113 109
internal_count=2346 583 508 197 311 1763 1675 1621 1553 1364 241 185 189 1290 1223 113 109
is_linear=0
shrinkage=0.00298873


Tree=2794
num_leaves=23
num_cat=0
split_feature=3 2 2 2 3 51 2 3 2 11 150 0 14 0 3 1456 3 15 3 2 1446 0
split_gain=45.6635 9.90606 17.1093 9.59995 7.24147 3.29955 2.49021 2.39608 2.21498 2.19712 2.17306 1.63558 0.931587 1.09655 0.924912 0.981376 0.754873 0.722536 1.7699 0.787595 0.6952 0.554025
threshold=-0.055839999999999994 0.10746500000000002 0.064660000000000009 0.11500500000000001 -0.10077999999999999 -0.091829999999999981 0.093365000000000017 1.0000000180025095e-35 0.097070000000000004 1.0000000180025095e-35 0.092010000000000022 -0.07304999999999999 -1.0000000180025095e-35 -0.074434999999999987 -0.076504999999999976 -0.089834999999999984 -0.08095999999999999 -0.029334999999999996 -0.13088999999999998 0.10527500000000002 0.083715000000000026 -0.082784999999999984
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 7 8 -5 -4 -7 -2 9 11 12 14 -3 -14 15 -1 -13 19 -19 -10 -17 -16
right_child=1 10 5 4 -6 6 -8 -9 17 -11 -12 16 13 -15 21 20 -18 18 -20 -21 -22 -23
leaf_value=0.002940654215653237 0.0020902314048436193 0.0023447942994898312 0.003676219878627247 0.0016536763448628128 0.0030167797354437365 0.0032828955812745438 0.00258351478694925 0.0013069252184029461 0.003088349067250821 0.0037533635685230498 0.0013705573368769769 0.0027728747233108086 0.0017116099133930747 0.0021835161820044692 0.0028523494466068957 0.0033239889320987111 0.0031939344704259289 0.0034945000013564776 0.0028007514851335564 0.0026043704444572669 0.0035854857207241121 0.0032540774416191152
leaf_weight=52 86 52 57 56 76 73 101 52 52 81 56 76 102 69 58 835 69 61 62 63 97 60
leaf_count=52 86 52 57 56 76 73 101 52 52 81 56 76 102 69 58 835 69 61 62 63 97 60
internal_value=0 0.00228707 0.00259613 0.00318364 0.00243873 0.00307443 0.00287711 0.00179529 0.00324641 0.00329238 0.00187821 0.00326241 0.00200555 0.00190221 0.0033004 0.00332957 0.00297345 0.0029898 0.00314506 0.00282348 0.00335124 0.00305688
internal_weight=0 648 369 1698 132 231 174 138 1566 1328 279 1247 223 171 1102 984 145 238 123 115 932 118
internal_count=2346 648 369 1698 132 231 174 138 1566 1328 279 1247 223 171 1102 984 145 238 123 115 932 118
is_linear=0
shrinkage=0.00287267


Tree=2795
num_leaves=27
num_cat=0
split_feature=1 3 3 16 43 1 3 15 160 1 1 3 16 16 1 16 15 15 3 43 15 43 1 160 43 157
split_gain=136.974 21.8417 9.53499 7.51476 6.24414 4.17167 2.69763 2.60398 2.5579 3.15896 1.83885 2.8501 2.17649 2.03705 1.56325 1.44085 1.44128 1.13249 1.27443 1.01582 0.688264 0.794444 0.632738 0.538282 0.277085 0.261589
threshold=0.10471500000000002 -0.036004999999999988 -0.072024999999999992 -0.28430999999999995 -0.049914999999999994 0.14218000000000003 -0.0072299999999999994 -0.12640499999999996 -0.08292999999999999 0.092655000000000015 0.089875000000000024 -0.14443999999999999 -0.079344999999999985 -0.011694999999999999 0.11726500000000001 -0.013024999999999998 -0.097984999999999989 -0.0053099999999999996 -0.080184999999999992 -0.068144999999999983 0.091475000000000015 0.066795000000000007 0.096375000000000016 -0.091244999999999979 -0.0072149999999999992 -0.085474999999999982
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 3 10 -2 6 7 -3 -6 -4 15 11 -1 -12 20 -5 16 -10 18 25 -19 21 23 -14 -13 -22 -15
right_child=1 4 8 14 5 -7 -8 -9 9 -11 12 13 22 17 -16 -17 -18 19 -20 -21 24 -23 -24 -25 -26 -27
leaf_value=0.0036193150862197567 0.0010271529554445314 0.00051721325883342267 0.0029556279771639992 0.0026646112370234043 0.00073571154517816564 0.00026150339618540263 -0.00038362372309664347 0.0015580941353419769 0.0027650884366131113 0.0018949508620866456 0.0022344257349241285 0.0029184903919442368 0.0028068687136791224 0.0032620564562668374 0.0019926385376859441 0.0028500384103740087 0.0021314945071635848 0.0022734484458476712 0.0025594859073690751 0.0028813524068970462 0.0030511710287288579 0.0035280276963653512 0.0032267569899286511 0.0031739907550341197 0.0027365294773392143 0.0030031499605059709
leaf_weight=84 55 74 94 74 57 53 53 97 54 90 54 95 102 52 58 99 90 52 60 52 59 53 52 497 53 160
leaf_count=84 55 74 94 74 57 53 53 97 54 90 54 95 102 52 58 99 90 52 60 52 59 53 52 497 53 160
internal_value=0 0.00114066 0.00291013 0.00197493 0.000673465 0.000999978 0.000141017 0.00125392 0.00251009 0.00238422 0.00302998 0.00307549 0.00276354 0.00303514 0.0023696 0.0025653 0.00236932 0.00285074 0.00295502 0.00257771 0.00312669 0.00316555 0.00294886 0.00313304 0.00290257 0.00306681
internal_weight=0 521 1852 187 334 207 127 154 427 333 1425 1217 208 1133 132 243 144 376 272 104 757 645 154 592 112 212
internal_count=2373 521 1852 187 334 207 127 154 427 333 1425 1217 208 1133 132 243 144 376 272 104 757 645 154 592 112 212
is_linear=0
shrinkage=0.0030485


Tree=2796
num_leaves=20
num_cat=0
split_feature=1 3 14 124 16 1 43 11 0 15 12 12 482 43 42 47 1 43 43
split_gain=60.6016 11.5218 7.80832 6.29994 4.35265 3.98032 4.23052 3.47465 3.15454 3.08826 2.2487 2.14082 1.45357 1.06141 1.02098 1.00315 0.934034 0.601059 0.502023
threshold=0.10574000000000001 -0.036004999999999988 0.054835000000000009 -0.076779999999999987 -0.28430999999999995 0.14262000000000002 -0.078139999999999973 0.079300000000000009 -0.10653 -0.097269999999999981 -0.081314999999999985 0.090255000000000016 0.088380000000000014 0.062770000000000006 0.11387000000000001 0.085770000000000027 0.11869500000000001 -0.14886999999999997 -0.036794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 -3 8 9 -5 -8 12 13 -10 17 -6 -12 -13 -16
right_child=1 5 -4 7 15 -7 10 -9 11 -11 16 14 -14 -15 18 -17 -18 -19 -20
leaf_value=0.0014841075270563028 0.001071272344293865 0.00040032205918259079 0.0033425035701880666 0.0023956264900201474 0.0018156501614809914 0.00022432749165730777 0.0017443138357957052 0.0016385741021625458 0.0025436568312680319 0.0015613106923859305 0.0012474620477161689 0.0025865143881920205 0.0020082248255859718 0.0021582088220102225 0.0018053941887469652 0.0023430539844724349 0.00074002530102316479 0.0022748247420572719 0.0022034618225872352
leaf_weight=81 54 70 62 71 66 70 55 62 757 83 75 62 53 68 57 60 54 458 55
leaf_count=81 54 70 62 71 66 70 55 62 757 83 75 62 53 68 57 60 54 458 55
internal_value=0 0.00117394 0.00231896 0.00228382 0.00176849 0.000843546 0.00101407 0.00232134 0.00234676 0.00194617 0.0012474 0.00238759 0.00248155 0.00251192 0.002257 0.00206704 0.00103529 0.00231205 0.00200115
internal_weight=0 504 1869 1807 180 324 254 1726 1664 154 184 1510 878 825 632 126 129 520 112
internal_count=2373 504 1869 1807 180 324 254 1726 1664 154 184 1510 878 825 632 126 129 520 112
is_linear=0
shrinkage=0.00293013


Tree=2797
num_leaves=28
num_cat=0
split_feature=1 12 12 131 160 52 0 15 40 12 0 15 43 15 0 43 1 43 1212 0 1212 160 49 52 43 43 0
split_gain=62.8494 6.83412 5.77335 4.87606 3.67893 2.91089 3.14321 2.41281 2.22553 1.80014 1.30696 1.26068 1.09844 1.19719 2.19924 1.17367 1.03679 0.962407 1.14751 1.37789 1.10446 0.960243 0.811065 0.751292 0.757054 0.603605 0.223604
threshold=0.109225 -0.042789999999999988 0.077755000000000005 0.082750000000000004 -0.082024999999999987 -0.086814999999999989 -0.07385499999999999 -0.035449999999999988 -0.063404999999999989 0.089885000000000007 -0.14733499999999997 -0.24042999999999998 -0.038674999999999994 -0.074054999999999996 -0.067659999999999984 -0.094699999999999993 0.089275000000000007 0.074650000000000008 0.041590000000000009 -0.080034999999999981 0.08790000000000002 -0.0089499999999999979 -0.0096099999999999988 -0.070104999999999987 -0.0072149999999999992 0.058500000000000003 -0.073999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 7 -1 -6 10 11 -2 16 -7 -3 13 -11 15 -15 17 18 19 22 -20 -17 -4 -14 -25 -26 -27
right_child=1 3 9 -5 5 6 -8 -9 -10 12 -12 -13 23 14 -16 21 -18 -19 20 -21 -22 -23 -24 24 25 26 -28
leaf_value=0.0028162441272130165 0.00097551329242404191 0.0010966476037497553 0.0023676709996961862 0.0023177080053625853 0.0024102766461315556 0.0017124690649076449 0.0010732815491012453 0.00064504798842655354 0.00025248653118271425 0.0026132519733571662 0.0023524611898797882 0.0016939812032190514 0.0028314630136730789 0.0026586247761355994 0.001695357021473602 0.0024682640904916571 0.0022256079527969231 0.0030844368183563131 0.002096782878453747 0.003187726812464813 0.0026643366890297519 0.0019407699591591715 0.002710080452114569 0.00281571310833939 0.0021963505164927935 0.0024307727539124141 0.0027035034952982429
leaf_weight=58 90 63 84 52 89 79 55 53 82 102 55 83 81 84 65 65 56 55 69 55 71 77 464 56 91 87 52
leaf_count=58 90 63 84 52 89 79 55 53 82 102 55 83 81 84 65 65 56 55 69 55 71 77 464 56 91 87 52
internal_value=0 0.00111836 0.00246717 0.00145219 0.00208837 0.00193639 0.00171306 0.00122585 0.000631011 0.00254601 0.00197541 0.00143646 0.00243317 0.00231574 0.00221134 0.0023596 0.00264639 0.00267587 0.00264558 0.00270606 0.00238486 0.00218247 0.00265766 0.00255883 0.0024815 0.00239998 0.00253305
internal_weight=0 423 1950 251 336 278 189 199 172 1614 134 146 760 393 291 226 854 798 743 603 140 142 548 367 286 230 139
internal_count=2373 423 1950 251 336 278 189 199 172 1614 134 146 760 393 291 226 854 798 743 603 140 142 548 367 286 230 139
is_linear=0
shrinkage=0.00317166


Tree=2798
num_leaves=20
num_cat=0
split_feature=4 123 150 0 11 14 16 0 157 4 0 16 403 376 0 15 4 4 15
split_gain=71.3887 21.6891 10.2829 10.3172 4.43529 4.42323 3.92704 6.50782 3.56377 3.34518 14.1363 1.82452 1.81444 1.72117 1.61525 1.46073 1.00379 0.944157 0.355604
threshold=0.30163500000000004 1.0000000180025095e-35 0.082965000000000025 -0.11692999999999999 1.0000000180025095e-35 -0.45687499999999998 -0.073774999999999993 -0.10264999999999998 -0.081329999999999986 -0.42305999999999994 -0.04478999999999999 -0.15135499999999999 -0.52017999999999986 0.083785000000000012 -0.099059999999999995 -0.048699999999999993 -0.49013999999999996 -0.0041799999999999988 -0.19301999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -2 11 -8 -5 -9 -11 15 -13 -3 18 -1 -6 -14 -7
right_child=5 13 3 8 16 14 7 9 -10 10 -12 12 17 -15 -16 -17 -18 -19 -20
leaf_value=0.0032624151397491986 0.0020837865197836994 0.0021568391532693246 0.0013488784749792287 0.0034331760386132537 0.003415865145864535 0.0015162298215687386 0.0019907979335280976 0.0037136823763537579 0.0024314805829215706 0.0031153637680329132 0.0014348758396280845 0.0028792882273114685 0.0034847666281922402 0.0014354003143990087 0.00078022294331290989 0.0025914169383514036 0.0039855364080126051 0.0031677041136610991 0.0011548045627230209
leaf_weight=69 53 62 60 64 54 54 59 70 75 714 52 68 455 67 96 59 71 117 54
leaf_count=69 53 62 60 64 54 54 59 70 75 714 52 68 455 67 96 59 71 117 54
internal_value=0 0.00301854 0.00309877 0.00242755 0.00317346 0.00128279 0.00313088 0.0029905 0.00289293 0.00306101 0.00300133 0.00329442 0.00336258 0.0017824 0.00107453 0.00295339 0.0037397 0.00341997 0.00133582
internal_weight=0 2116 1987 199 1788 257 1663 895 139 836 766 768 640 129 204 128 125 572 108
internal_count=2373 2116 1987 199 1788 257 1663 895 139 836 766 768 640 129 204 128 125 572 108
is_linear=0
shrinkage=0.00310948


Tree=2799
num_leaves=22
num_cat=0
split_feature=1 3 2 2 123 2 43 49 1429 1 0 3 156 3 0 0 3 12 43 3 0
split_gain=78.417 16.5253 8.30827 6.98787 5.72592 3.32316 3.16506 2.99948 2.7326 2.29634 4.37461 1.86269 1.7011 2.15021 1.44734 1.44712 1.22284 1.02762 0.592316 0.522276 0.509432
threshold=0.10574000000000001 -0.036004999999999988 0.11444000000000001 0.14530500000000005 1.0000000180025095e-35 0.091250000000000012 -0.078139999999999973 -0.014169999999999999 0.084770000000000012 0.076010000000000008 -0.037794999999999995 0.30835000000000007 0.085790000000000019 -1.0000000180025095e-35 -0.085669999999999982 -0.07304999999999999 0.077930000000000013 0.089885000000000007 0.091510000000000022 -0.081324999999999995 -0.054419999999999989
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=4 2 20 6 5 8 -3 -7 12 10 17 16 13 15 -14 18 -8 -9 -1 -19 -2
right_child=1 3 -4 -5 -6 7 11 9 -10 -11 -12 -13 14 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=0.0032243772357582541 0.0031659818681488137 0.00089587636645101188 0.0015149299096959645 0.00033267287951287659 0.0021905302834629931 0.0022527631064631205 0.001523623882257821 0.003299399254577545 0.0025817185343542941 0.003453744747377805 0.0020449574887613153 0.001188182592816462 0.0039176389841007447 0.0025566755261624977 0.003232150832307247 0.0027239282124420609 0.0021580378087770842 0.0031158015353761389 0.0035343694385884246 0.0028329925967529646 0.002732134625085834
leaf_weight=789 52 72 66 71 75 65 53 91 71 86 55 54 63 53 63 57 74 96 70 235 62
leaf_count=789 52 72 66 71 75 65 53 91 71 86 55 54 63 53 63 57 74 96 70 235 62
internal_value=0 0.00164083 0.00241154 0.00121255 0.00305068 0.00308662 0.00145934 0.00290001 0.00318709 0.00297468 0.00288824 0.0016833 0.00322631 0.00318092 0.00357516 0.003217 0.00189355 0.00299806 0.00324968 0.00291512 0.00293033
internal_weight=0 504 180 324 1869 1794 253 628 1166 563 477 181 1095 969 126 916 127 422 859 331 114
internal_count=2373 504 180 324 1869 1794 253 628 1166 563 477 181 1095 969 126 916 127 422 859 331 114
is_linear=0
shrinkage=0.00317166


Tree=2800
num_leaves=22
num_cat=0
split_feature=12 0 150 12 2 2 15 3 156 157 12 133 0 42 157 15 157 42 12 50 400
split_gain=2.40777 1.97777 2.04744 1.56434 1.73299 1.7678 2.66562 0.769229 0.747871 0.882155 0.736655 0.672738 1.00897 0.882774 0.658989 1.0405 0.644888 0.534762 0.531736 0.509866 0.43506
threshold=0.077755000000000005 0.076335000000000014 0.093200000000000019 -0.12529499999999996 0.11517500000000001 1.0000000180025095e-35 -0.0053099999999999996 0.0012800000000000001 0.087205000000000019 -0.081634999999999985 0.11999500000000002 -0.14715499999999998 -0.13314999999999996 -0.015274999999999999 -0.086844999999999992 -0.015464999999999998 -0.090834999999999985 -0.042074999999999994 -0.040564999999999997 0.089465000000000017 -0.082339999999999983
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 2 3 -1 5 -5 7 -7 9 16 11 17 -13 20 -10 -16 -2 -11 -6 -15 -14
right_child=8 -3 -4 4 18 6 -8 -9 14 10 -12 12 13 19 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0085928123531648602 0.0053777743601006065 -0.002811358549375404 -0.00086369332500854787 0.0009733534896886793 0.0022864343774883101 0.0011403211224214199 0.010428325170675483 0.0057898251959763447 0.0058871591111840779 0.004846091753286267 0.0079499422108426782 0.00071038221756737575 0.0037194766042802927 0.0037852340445322244 0.0042282722128732832 -0.0010283176426108655 0.010085427197545661 0.0081367193572710259 -0.0017997986871641908 0.0057009649605795137 0.0065273714546378227
leaf_weight=59 53 54 93 87 57 66 79 63 55 92 68 61 62 660 80 59 53 88 58 156 267
leaf_count=59 53 54 93 87 57 66 79 63 55 92 68 61 62 660 80 59 53 88 58 156 267
internal_value=0 0.0026785 0.00320657 0.00401437 0.00335473 0.00457458 0.00607932 0.0034135 0.00486372 0.00508286 0.00488932 0.00473893 0.00448229 0.00468295 0.00309992 0.00199475 0.00773463 0.00645663 0.000222762 0.00415187 0.0059992
internal_weight=0 616 562 469 410 295 208 129 1754 1560 1454 1386 1206 1145 194 139 106 180 115 816 329
internal_count=2370 616 562 469 410 295 208 129 1754 1560 1454 1386 1206 1145 194 139 106 180 115 816 329
is_linear=0
shrinkage=0.0300499


Tree=2801
num_leaves=21
num_cat=0
split_feature=1 51 155 51 1 15 42 43 3 42 3 43 1 1447 1446 1 158 1 15 1
split_gain=2.20049 1.29571 0.934132 0.908473 1.13984 1.9965 0.937963 0.773274 1.24958 0.985169 0.775345 0.672025 0.597631 0.486923 0.551298 0.603477 0.703982 0.685546 0.414893 0.172454
threshold=0.096300000000000011 0.10446500000000002 0.087925000000000017 -0.023524999999999997 0.10962000000000001 -0.24042999999999998 0.087495000000000003 0.099260000000000015 0.091170000000000015 -1.0000000180025095e-35 -0.036004999999999988 -0.015804999999999996 0.083250000000000005 -0.085024999999999989 0.037915000000000011 0.089875000000000024 0.085030000000000008 0.092550000000000007 -1.0000000180025095e-35 0.13702500000000004
decision_type=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 11 6 19 -5 8 10 18 13 -2 -12 -1 15 16 -15 -17 -9 -6
right_child=1 -3 -4 4 5 -7 -8 9 -10 -11 12 -13 -14 14 -16 17 -18 -19 -20 -21
leaf_value=0.0021141325185761234 0.0013461079381316111 0.0065139696171022604 0.0057287648459282518 -0.002171257952446166 0.0022107729306944479 0.0077575300445075247 0.0035702224272965558 0.0028150053489644986 -0.00057539096117271917 0.010676093562428301 0.010384841096905364 -0.0040738517630728209 0.0051854658685484851 0.0046359292203974663 0.0074806546571925562 -0.00010323983688935361 0.008208821184957981 0.0052224809308364277 0.0072451553631852914 -0.0005481346650406658
leaf_weight=92 57 89 70 103 55 95 57 53 56 66 56 61 59 985 94 70 77 56 57 62
leaf_count=92 57 89 70 103 55 95 57 53 56 66 56 61 59 985 94 70 77 56 57 62
internal_value=0 0.00248719 0.00184653 0.00129114 0.00216246 0.0038895 -0.000123459 0.00494255 0.00468491 0.00720204 0.004883 -0.00145249 0.00772067 0.00464522 0.00482656 0.00461623 0.00489534 0.0022607 0.00511411 0.000745511
internal_weight=0 649 560 490 372 212 160 1721 1545 176 1489 118 115 1374 1282 1188 1062 126 110 117
internal_count=2370 649 560 490 372 212 160 1721 1545 176 1489 118 115 1374 1282 1188 1062 126 110 117
is_linear=0
shrinkage=0.0359124


Tree=2802
num_leaves=20
num_cat=0
split_feature=2 14 133 150 0 49 0 49 2 49 39 13 51 15 160 0 12 51 0
split_gain=1.84518 2.40874 1.34052 1.22695 1.44804 1.17566 1.4462 1.63619 1.76819 1.03233 0.756883 1.25275 0.680703 1.39642 0.746531 0.924227 0.67686 0.659613 0.509717
threshold=0.10981000000000002 0.076175000000000007 0.091360000000000011 0.095565000000000011 -0.0088949999999999984 -0.018959999999999994 -0.068214999999999984 -0.067864999999999995 0.087325000000000014 0.10863500000000002 0.089650000000000021 0.084330000000000016 -0.090074999999999988 -0.045404999999999994 -0.53327999999999987 0.0085900000000000021 0.09525500000000002 -0.069834999999999994 -0.073284999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 9 6 7 8 -1 17 11 12 13 -7 -14 -16 -13 -2 -19
right_child=2 -3 -4 -5 -6 10 -8 -9 -10 -11 -12 16 14 -15 15 -17 -18 18 -20
leaf_value=0.0079209572729624818 0.00025480188006646483 0.0083623142450757817 0.004260716987514933 -0.0035248921885316742 -0.0032644098552656684 0.0039388757215644936 -0.0030349427209514735 -0.0018732863133173623 0.0013085831499213823 -0.0016010368393387263 0.00034685916257251327 0.0085336821166738085 0.00011011179228566859 -0.0021194797028971629 0.0033742784049769579 0.007086894164505593 0.0044304051357297045 0.0023404096867004976 0.0057556196471268721
leaf_weight=57 55 74 95 56 52 70 53 55 83 52 68 56 55 58 1140 59 85 77 70
leaf_count=57 55 74 95 56 52 70 53 55 83 52 68 56 55 58 1140 59 85 77 70
internal_value=0 0.0032507 0.00120676 0.000404457 0.00112456 0.00304485 0.00119321 0.00234398 0.00400297 0.00202431 0.00333328 0.00346642 0.00320135 0.00119127 0.00340628 0.00355722 0.00606226 0.00295909 0.0039688
internal_weight=0 1913 457 362 306 1839 248 195 140 254 1591 1523 1382 128 1254 1199 141 202 147
internal_count=2370 1913 457 362 306 1839 248 195 140 254 1591 1523 1382 128 1254 1199 141 202 147
is_linear=0
shrinkage=0.028883


Tree=2803
num_leaves=20
num_cat=0
split_feature=2 14 16 0 4 15 52 42 49 151 52 49 1 49 34 0 0 2 47
split_gain=1.27634 1.66578 1.25639 2.19429 1.35277 1.0902 1.00619 0.896187 0.81521 1.07084 1.56183 1.51969 2.04031 0.761749 0.698349 1.02773 1.05926 0.726328 0.578596
threshold=0.10981000000000002 0.076175000000000007 -0.075434999999999988 -0.079249999999999987 0.26450500000000005 -0.40992999999999996 -0.45478499999999994 0.095455000000000012 -0.008964999999999999 -0.084129999999999996 -0.080429999999999988 -0.062709999999999974 0.085345000000000018 -0.0045849999999999997 -0.010024999999999997 0.047740000000000012 -0.065064999999999998 0.099145000000000025 0.078875000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 -2 -6 -5 -8 9 10 -1 12 -11 -10 -15 16 18 -17 -16
right_child=2 -3 3 6 5 -7 7 -9 13 11 -12 -13 -14 14 15 17 -18 -19 -20
leaf_value=-0.0042838043242301145 0.0059614433046477665 0.0068186492592449046 -0.0051257304170313316 0.0045106195203013233 0.0038894031054150183 -0.0015918634163307052 -0.0016533811523306294 0.0026934294542082489 0.0060898115572319608 0.00055245283811339221 0.0024065016911261651 -0.00088273108408749368 0.0078265883318496855 -0.00055686490579785297 0.0025297076541912246 0.0078234946690834261 -0.00028244258219902959 0.0031425254658429061 0.0044164035712172586
leaf_weight=58 68 74 58 52 54 63 101 61 53 60 54 71 64 53 1071 52 99 55 149
leaf_count=58 68 74 58 52 54 63 101 61 53 60 54 71 64 53 1071 52 99 55 149
internal_value=0 0.00265079 0.000983996 -0.000239449 0.00278442 0.000935368 0.00108346 -1.47531e-05 0.00248291 0.0011494 -0.00105542 0.00241731 0.00430928 0.00274994 0.00263005 0.00274871 0.00253177 0.00542021 0.00276038
internal_weight=0 1913 457 272 185 117 214 162 1839 307 112 195 124 1532 1479 1426 1319 107 1220
internal_count=2370 1913 457 272 185 117 214 162 1839 307 112 195 124 1532 1479 1426 1319 107 1220
is_linear=0
shrinkage=0.0283167


Tree=2804
num_leaves=20
num_cat=0
split_feature=0 1 1 457 2 16 12 12 16 0 16 0 157 16 42 12 4 1 133
split_gain=1.06991 1.18272 1.14388 1.61773 1.571 0.969801 1.9663 1.93263 0.759563 2.07754 1.1224 1.92329 1.01867 1.27929 0.993277 0.816149 1.86352 0.448872 0.319302
threshold=0.15036000000000002 0.14828500000000003 0.10124500000000002 0.078435000000000019 0.12228000000000001 -0.44010499999999991 -1.0000000180025095e-35 0.092495000000000008 0.21684500000000004 -0.046734999999999992 -0.018199999999999997 -0.097829999999999986 -0.027269999999999996 0.39524000000000009 0.082115000000000007 0.083885000000000015 -0.015104999999999999 0.12986500000000004 -0.43714999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -4 -7 -8 9 10 15 -12 -10 -14 -13 16 -1 -6 -17
right_child=-2 -3 3 -5 17 6 7 -9 12 -11 11 14 13 -15 -16 18 -18 -19 -20
leaf_value=-0.0037770325294367349 -0.0018807388085031235 0.0055900933499864842 0.0048268838488612293 -0.0031061334796995696 -0.0029523259760436712 -0.0025256174529934279 0.0065320393936596837 0.00091417300637396625 0.0035179081545489337 0.007150573596100088 0.0077190372487609335 0.0049784043166279492 -0.0036086352819587096 0.0012604251621239231 0.0017964776001294083 0.0036688563231680985 0.001847467555488322 0.00016027515351003021 0.0018106047527481027
leaf_weight=57 52 54 71 65 55 62 60 123 58 55 54 84 55 100 281 66 121 68 829
leaf_count=57 52 54 71 65 55 62 60 123 58 55 54 84 55 100 281 66 121 68 829
internal_value=0 0.00183661 0.00174696 0.000668866 0.00122843 0.00218595 0.0014195 0.00275759 0.00205554 0.00225331 0.00207259 0.00319898 0.00061787 -0.00046554 0.00252951 0.00163249 4.48253e-05 -0.00122931 0.00194794
internal_weight=0 2318 2264 504 439 316 245 183 1760 1547 1492 419 213 155 365 1073 178 123 895
internal_count=2370 2318 2264 504 439 316 245 183 1760 1547 1492 419 213 155 365 1073 178 123 895
is_linear=0
shrinkage=0.0256473


Tree=2805
num_leaves=25
num_cat=0
split_feature=1 2 13 123 4 1 155 132 0 4 42 0 4 47 1455 2 4 2 42 133 4 4 42 2
split_gain=56.011 9.0255 8.11931 7.16678 5.06344 2.84881 2.58941 2.45282 1.96112 3.00753 2.00435 1.90495 1.63932 1.3565 1.17644 1.10607 1.05513 0.908751 0.878173 0.8576 0.705744 1.23552 0.63498 0.498795
threshold=0.11156000000000001 0.095545000000000005 -0.10899499999999999 0.081180000000000016 0.41488500000000006 0.13271500000000003 1.0000000180025095e-35 0.085885000000000003 -0.076539999999999983 -0.070064999999999975 0.085495000000000015 -0.14310999999999999 -0.097514999999999977 0.10621500000000002 0.083760000000000015 0.11342000000000001 -0.073714999999999989 0.090175000000000019 0.091840000000000019 0.032620000000000003 -0.0065299999999999993 0.00077000000000000018 -0.014374999999999997 0.10097500000000002
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 8 5 4 13 -2 7 11 12 10 -10 -3 -1 -4 17 16 -13 20 -17 -19 22 -22 -14 -18
right_child=2 6 3 -5 -6 -7 -8 -9 9 -11 -12 15 14 -15 -16 18 23 19 -20 -21 21 -23 -24 -25
leaf_value=0.0033468079250238898 0.0013227907271254871 0.0019538999093146811 0.0021546886209204519 0.0010636661380715217 0.0014697637336092695 0.00040480798619284427 0.0027987473789275541 0.0017235325775844343 0.003080304662353932 0.0020345069190703243 0.002432942127898931 0.0029250931814408282 0.0029663527804390504 0.002822153400801814 0.0024632236389395003 0.0019336362830211875 0.002260539315123644 0.0024369772371984583 0.0024580432612068188 0.0028630250527291374 0.0032839343861404738 0.0028382056525981351 0.0027708827900131297 0.0025855353476695445
leaf_weight=54 52 83 54 91 71 66 98 61 85 69 81 55 220 52 75 53 70 85 59 81 95 127 446 105
leaf_count=54 52 83 54 91 71 66 98 61 85 69 81 55 220 52 75 53 70 85 59 81 95 127 446 105
internal_value=0 0.00266977 0.00145055 0.00173263 0.00207639 0.000809608 0.00236286 0.0022749 0.00279615 0.00255037 0.00276461 0.00235397 0.00284495 0.00248242 0.00282092 0.00245097 0.00256809 0.00284634 0.00221017 0.00264506 0.00288393 0.00302909 0.0028355 0.00245572
internal_weight=0 2002 386 268 177 118 584 486 1418 235 166 425 1183 106 1129 342 230 1054 112 166 888 222 666 175
internal_count=2388 2002 386 268 177 118 584 486 1418 235 166 425 1183 106 1129 342 230 1054 112 166 888 222 666 175
is_linear=0
shrinkage=0.00293013


Tree=2806
num_leaves=16
num_cat=0
split_feature=0 4 0 12 12 2 2 151 12 2 47 1210 12 15 2
split_gain=1.31713 3.57123 2.28115 1.20446 1.11307 0.970211 0.809214 0.838175 1.98116 1.74001 0.978682 0.682118 0.655074 0.358026 0.190305
threshold=0.024745000000000003 -0.13833499999999996 -0.016419999999999997 0.093270000000000006 -0.11875499999999999 0.13290500000000002 -0.013254999999999998 -0.029339999999999995 0.054520000000000006 0.083175000000000013 0.077555000000000013 -0.089089999999999989 0.083615000000000009 -0.090554999999999983 0.096425000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 -1 6 -6 9 10 -8 -9 -10 -11 -7 -2
right_child=1 -3 -4 -5 5 13 7 8 11 12 -12 -13 -14 -15 -16
leaf_value=0.0054629192624118562 0.0048144531157052143 -0.0053625814145892622 0.0075012325956390468 -0.00071459097960460607 0.0051849859708774006 0.0010739044806297013 0.0073623392234092666 -0.0014188793717094807 -0.00026384928254571775 0.0039298799835147426 0.0025385458191766385 0.0023534662658891209 0.0013750420314582125 -0.0016972982896799036 0.0026454227432587845
leaf_weight=63 52 54 52 61 56 68 55 155 66 109 53 1287 153 52 52
leaf_count=63 52 54 52 61 56 68 55 155 66 109 53 1287 153 52 52
internal_value=0 0.000248747 0.00229621 0.00208681 0.00216823 0.00206705 0.00220318 0.00211412 0.00187434 0.00329402 -0.000409206 0.00222559 0.00243896 -0.000124713 0.00373252
internal_weight=0 219 2169 165 2117 2054 1934 1878 1561 317 208 1353 262 120 104
internal_count=2388 219 2169 165 2117 2054 1934 1878 1561 317 208 1353 262 120 104
is_linear=0
shrinkage=0.0251444


Tree=2807
num_leaves=19
num_cat=0
split_feature=13 1 16 48 16 16 474 42 43 13 2 1 1212 1213 42 16 13 2
split_gain=0.84725 1.88149 1.13131 1.10462 0.73807 0.810616 1.30963 1.50211 0.795167 1.42323 1.51107 0.707559 0.640708 1.06213 0.593178 0.596057 0.39989 0.290998
threshold=-0.10899499999999999 0.088485000000000022 -0.23071499999999998 0.12474000000000002 0.041625000000000002 0.51148500000000008 0.089190000000000005 0.087970000000000007 -0.11741999999999998 0.087005000000000013 -0.013254999999999998 0.078015000000000015 0.12218000000000002 0.104315 -0.038454999999999996 -0.079929999999999987 0.010320000000000001 0.096425000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 7 11 14 10 -10 -6 13 -12 15 -2 -7 -9
right_child=3 2 -4 -5 5 16 -8 17 9 -11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0035650926092891783 0.0047675648289605896 0.00086381761977998364 -0.0039418560694817438 0.0058064855693817693 -0.00081019037605360635 0.0041176477771254555 0.0034280095497087565 0.0023503725663551627 0.006151977414057935 -0.002348696274308715 0.0020303161612661917 -0.0050321551027215942 0.004897246145567964 -0.0019024519182371932 0.0061899554823620188 0.00092397339658947775 0.0012804466307229428 -0.00026684136125694979
leaf_weight=84 60 72 73 57 59 73 74 79 68 53 1224 59 54 53 59 60 75 52
leaf_count=84 60 72 73 57 59 73 74 79 68 53 1224 59 54 53 59 60 75 52
internal_value=0 0.000322739 -0.00155359 0.00206536 0.00196377 0.00101359 0.000248288 -0.000695523 0.00223798 0.00202657 0.00219253 -0.00292364 0.00199003 0.00186686 0.00395129 0.00284819 0.00268184 0.00130926
internal_weight=0 229 145 2159 2102 471 323 249 1631 1452 1399 118 1331 1277 179 120 148 131
internal_count=2388 229 145 2159 2102 471 323 249 1631 1452 1399 118 1331 1277 179 120 148 131
is_linear=0
shrinkage=0.0272171


Tree=2808
num_leaves=29
num_cat=0
split_feature=12 12 3 52 52 42 133 133 147 12 40 52 12 1210 403 13 157 42 42 475 52 160 12 157 12 42 133 12
split_gain=39.0804 10.4572 9.90476 5.87679 4.81728 3.64503 4.13993 3.58387 3.50207 2.14819 1.75525 1.68084 1.4683 1.03741 1.1294 0.832332 0.864336 1.77194 0.760803 0.733732 0.607692 0.539722 0.518868 0.490595 0.450008 0.361666 0.123214 0.0970088
threshold=0.077755000000000005 0.10823500000000001 0.30112000000000005 -0.087769999999999987 -0.046924999999999988 -0.025789999999999997 0.0024650000000000006 0.087985000000000022 1.0000000180025095e-35 0.082530000000000006 -0.070304999999999992 -0.15824499999999997 0.090255000000000016 -0.065674999999999983 -1.0000000180025095e-35 -0.016469999999999995 -0.0085999999999999983 0.083955000000000016 -0.082259999999999986 -0.080874999999999989 0.026115000000000003 0.082870000000000013 0.08598500000000002 -0.083944999999999978 0.10124000000000001 0.091570000000000012 0.085785000000000014 0.086620000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 11 21 -3 -7 8 10 -2 -6 -1 15 -14 25 16 23 -18 27 -16 -12 -5 -19 26 -21 -15 -11 -17
right_child=1 5 -4 4 7 6 -8 -9 -10 12 20 -13 13 14 19 18 17 22 -20 24 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0015557130392525984 0.0026382368221147048 0.0018336069392134579 0.00036772303529508893 0.00044235283071439665 0.0012219122957390725 0.00055001856662784674 0.0016157926867454036 0.00070633560491212364 0.00084814796129571105 0.0020224233985750104 0.0016550323470722341 0.0021897760680910949 0.0015697236338740939 0.0023125749936110619 0.0022322937892382331 0.0022269111552201777 0.0016214273732021076 0.0022195548152340555 0.0024626024702704748 0.0019188792930273217 0.0020286203128433281 0.00084802967881840257 0.0019992364379850121 0.0024400465184341376 0.0016717223475628709 0.0020354014165937565 0.002227620984153242 0.0020538744682029294
leaf_weight=74 52 85 100 53 52 60 56 57 53 52 76 61 52 90 52 53 77 154 102 325 66 52 202 67 74 69 53 69
leaf_count=74 52 85 100 53 52 60 56 57 53 52 76 61 52 90 52 53 77 154 102 325 66 52 202 67 74 69 53 69
internal_value=0 0.00199475 0.00118278 0.00133255 0.00116417 0.00139006 0.00106479 0.0013439 0.0014909 0.0020735 0.00166635 0.00184244 0.00205378 0.00195434 0.00198708 0.00213316 0.0020783 0.00201055 0.0022812 0.0019146 0.00182888 0.000643546 0.00209463 0.00224868 0.00187312 0.00219248 0.00212629 0.00212929
internal_weight=0 1744 644 544 409 201 116 304 247 1543 194 135 1491 662 610 829 605 433 224 451 142 105 356 172 399 159 105 122
internal_count=2388 1744 644 544 409 201 116 304 247 1543 194 135 1491 662 610 829 605 433 224 451 142 105 356 172 399 159 105 122
is_linear=0
shrinkage=0.00281635


Tree=2809
num_leaves=17
num_cat=0
split_feature=3 3 403 402 12 2 160 42 160 3 42 160 159 3 42 16
split_gain=1.30229 1.08109 0.809091 0.891815 1.2576 0.778259 1.08734 1.70112 0.844463 0.83626 0.948731 0.76361 1.06089 0.753733 0.718231 0.545263
threshold=0.31343500000000007 0.12745000000000004 -0.53317999999999988 -1.0000000180025095e-35 0.086115000000000011 0.090115000000000015 -0.094954999999999984 0.087195000000000009 -0.092399999999999982 -0.12077499999999998 -0.012569999999999998 -0.060309999999999996 0.012830000000000003 -0.087854999999999975 0.090185000000000015 -0.073494999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -5 14 -8 -11 -10 -13 -6 -7 -15
right_child=-2 -3 3 5 13 8 9 -9 11 10 -12 12 -14 15 -16 -17
leaf_value=-0.00074510496339172643 -0.0013818566794360381 0.0055615894553384679 0.0071296419291758837 -0.002588637683167905 -0.00013082526234604994 0.0046195023331818625 0.0054133982981116428 0.0030243651295575828 -0.0017297622138602723 0.0038575416716055628 0.0017986220100081227 0.00059121337922309785 0.0036781883738045726 0.0056006771081845179 0.00065216978584304751 0.0020895978668300694
leaf_weight=85 90 60 55 81 58 86 73 79 81 230 598 523 98 57 56 78
leaf_count=85 90 60 55 81 58 86 73 79 81 230 598 523 98 57 56 78
internal_value=0 0.00195377 0.00185691 0.00195977 0.00349621 0.0017596 0.00225053 0.000180966 0.0011421 0.00261772 0.0023709 0.000754354 0.00107884 0.00245927 0.00305697 0.00357421
internal_weight=0 2298 2238 2153 248 1905 1061 160 844 901 828 702 621 193 142 135
internal_count=2388 2298 2238 2153 248 1905 1061 160 844 901 828 702 621 193 142 135
is_linear=0
shrinkage=0.0272171


Tree=2810
num_leaves=15
num_cat=0
split_feature=3 448 3 1 157 51 13 4 3 12 52 12 52 3
split_gain=3.11515 1.71814 1.43677 1.46253 1.3064 1.09462 1.06592 1.03545 2.73599 0.719705 0.683524 0.60401 0.444638 0.332494
threshold=0.11924500000000002 -0.068129999999999982 0.097710000000000005 0.13075500000000004 -0.08266999999999998 -0.10998999999999999 -0.11122999999999998 -0.1075 -0.14162499999999997 0.084405000000000022 -0.046924999999999988 -0.036614999999999988 -0.22243999999999997 -0.082879999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 12 11 8 -7 -3 -9 -2 -6 -11
right_child=6 2 -4 -5 5 7 -8 10 -10 13 -12 -13 -14 -15
leaf_value=-0.0027995208256685806 0.0013859692709736466 0.0066953715512526064 0.005777580510600613 -0.0019027510792140334 0.004839498178213518 0.0025713491817766121 -0.0053834785482972051 0.00033369185997901752 -0.0052130679782098864 0.0016389246455390954 0.0018331134837317603 -0.0024935257819266861 0.0020504496166836431 0.0044260906718213569
leaf_weight=63 54 52 64 83 97 74 53 279 61 71 1179 66 76 58
leaf_count=63 54 52 64 83 97 74 53 279 61 71 1179 66 76 58
internal_value=0 0.00162728 0.0017606 0.00163382 0.00178473 0.00155875 -0.00216795 0.00133516 -0.000943902 0.00398794 0.00154639 -0.000745332 0.00361593 0.00289432
internal_weight=0 2157 2094 2030 1947 1766 173 1593 135 181 1458 120 173 129
internal_count=2330 2157 2094 2030 1947 1766 173 1593 135 181 1458 120 173 129
is_linear=0
shrinkage=0.0272171


Tree=2811
num_leaves=20
num_cat=0
split_feature=4 3 150 3 43 3 2 132 3 42 50 3 457 51 2 43 43 3 4
split_gain=39.6518 18.2496 7.88483 2.98806 2.86867 3.15357 2.22706 2.19975 1.78227 1.57266 1.53359 1.52224 1.31183 1.45483 0.766062 0.7513 0.689538 0.594695 0.523852
threshold=0.36766000000000004 -0.046329999999999989 0.084680000000000019 0.20828500000000003 -0.065804999999999989 0.12178000000000001 0.10428500000000002 0.089075000000000015 -0.23303499999999996 0.08870500000000002 -1.0000000180025095e-35 -0.0035149999999999995 0.064110000000000014 -0.011859999999999997 0.10060500000000001 -0.083154999999999993 -0.08423499999999999 -0.017449999999999997 -0.062109999999999992
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 4 9 -3 11 -4 8 -1 17 -10 -6 13 15 -15 -12 -9 -2 -13
right_child=3 2 6 -5 5 -7 -8 16 10 -11 12 18 -14 14 -16 -17 -18 -19 -20
leaf_value=0.002990287736732958 0.0015579582624761171 0.0014600181188541873 0.0013882790819217943 0.00019845426871917124 0.0018571694741008854 0.0014743287095054498 0.00048040874582259415 0.001825708874964283 0.0018996976331864949 0.00071649193021078327 0.0029457730853569889 0.0027211770131331781 0.002005887228740955 0.0024708192492849126 0.0021928377870198139 0.0025675313528485152 0.0022882980557527438 0.001080887205915331 0.0023172290605710877
leaf_weight=67 56 92 61 52 52 59 53 73 52 76 96 66 62 965 119 136 65 55 73
leaf_count=67 56 92 61 52 52 59 53 73 52 76 96 66 62 965 119 136 65 55 73
internal_value=0 0.00227646 0.00170392 0.000885235 0.00194963 0.00212967 0.000966502 0.00243612 0.00247226 0.00107603 0.00244796 0.00233192 0.00246863 0.0024904 0.00244033 0.00272419 0.00204385 0.00132188 0.00250928
internal_weight=0 2091 456 239 342 250 114 1635 1497 187 1430 191 1378 1316 1084 232 138 111 139
internal_count=2330 2091 456 239 342 250 114 1635 1497 187 1430 191 1378 1316 1084 232 138 111 139
is_linear=0
shrinkage=0.0032351


Tree=2812
num_leaves=18
num_cat=0
split_feature=1 52 3 124 14 1 2 12 39 457 4 12 4 130 483 52 2
split_gain=73.1691 16.3483 8.15816 7.35939 5.14771 4.72371 4.46608 2.91985 2.32083 2.26588 1.90867 1.23783 1.28935 1.28172 1.10024 0.720302 0.584405
threshold=0.10538500000000002 -0.40011499999999994 -0.055839999999999994 -0.080389999999999989 0.054835000000000009 0.14262000000000002 0.10575500000000002 0.11769500000000001 0.088025000000000006 0.083415000000000017 0.0063250000000000008 0.089765000000000025 -0.0063999999999999986 -0.026574999999999998 -0.070084999999999981 -1.0000000180025095e-35 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 -1 7 8 -3 9 10 11 -4 13 15 -5 -15 -13 -14
right_child=1 2 5 4 -6 -7 -8 -9 -10 -11 -12 12 16 14 -16 -17 -18
leaf_value=0.001347526978932144 0.002351623760355321 0.0019014013208474498 0.00061206052970034066 0.001912241604030395 0.0030048397328642164 -8.4140835384765694e-05 0.00082210345693646363 0.0015899333303906922 0.00041671249831712304 0.0018292215345036874 0.001244145107844133 0.0024600997938299344 0.0018001667931210872 0.0027442053525041387 0.0023390225991281447 0.0021910382961793759 0.0021466149400507315
leaf_weight=74 63 70 67 53 70 67 54 56 98 98 88 104 88 58 788 362 72
leaf_count=74 63 70 67 53 70 67 54 56 98 98 88 104 88 58 788 362 72
internal_value=0 0.00100879 0.000818187 0.00221848 0.00225532 0.000580385 0.00143163 0.00222405 0.000756485 0.00224591 0.000971115 0.00227267 0.00217583 0.00234007 0.00236684 0.00225115 0.00195626
internal_weight=0 507 444 1823 1749 320 124 1679 253 1623 155 1525 626 899 846 466 160
internal_count=2330 507 444 1823 1749 320 124 1679 253 1623 155 1525 626 899 846 466 160
is_linear=0
shrinkage=0.00281635


Tree=2813
num_leaves=11
num_cat=0
split_feature=97 1 475 11 457 1 151 16 48 0
split_gain=2.37149 2.07982 1.32549 1.13676 0.945803 1.00793 0.881988 0.655167 0.725676 0.619152
threshold=-0.0047149999999999996 0.13891000000000003 -0.085684999999999997 0.092630000000000018 0.083415000000000017 0.085720000000000005 0.084990000000000024 -0.53299999999999992 0.10788500000000002 -0.085309999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 6 -6 7 -4 -9 -2
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0044105122195380701 0.0026557391770292132 -0.0023386447042674343 -0.001071259205049176 -0.002351454269004512 0.0029929904809055281 -0.001961351090813556 0.0056173840977866056 0.0020983268145080688 0.005229343613065136 0.0066368686803391771
leaf_weight=52 60 94 54 52 56 98 65 1653 67 79
leaf_count=52 60 94 54 52 56 98 65 1653 67 79
internal_value=0 0.00195059 0.00213534 0.00194587 0.00205815 -0.00015773 0.00224388 0.0021201 0.00222047 0.00492066
internal_weight=0 2278 2184 2045 1993 154 1839 1774 1720 139
internal_count=2330 2278 2184 2045 1993 154 1839 1774 1720 139
is_linear=0
shrinkage=0.0294607


Tree=2814
num_leaves=18
num_cat=0
split_feature=1 52 1 447 2 0 48 11 0 13 1 2 3 483 2 48 52
split_gain=56.2691 14.0914 7.22671 4.8968 4.3234 3.41073 2.31868 3.2989 2.5557 1.92068 1.53283 1.4935 1.31344 0.937919 0.90034 0.883133 0.831751
threshold=0.10538500000000002 -0.40809499999999993 0.12337000000000002 0.084065000000000015 1.0000000180025095e-35 0.12539500000000003 0.089575000000000016 1.0000000180025095e-35 -0.026509999999999995 -0.013944999999999997 0.14967500000000003 0.091250000000000012 -0.017449999999999997 -0.070084999999999981 0.13443000000000002 0.10168500000000001 0.10963000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 7 8 11 15 14 13 -6 -1 -4 -8 -13
right_child=1 2 10 -5 12 -7 9 -9 -10 -11 -12 16 -14 -15 -16 -17 -18
leaf_value=0.0031133109074756994 0.0028139331318488498 0.0021010585971545865 0.001192716643617527 0.0016276561810757049 0.00084454189035409371 0.0018108626900027903 0.0028057928668077494 0.0032316338022309998 0.0019659629891731764 0.0019178674918742305 0.00031954378376335742 0.0024005202749723901 0.0014612703909457736 0.0026945901231881105 0.00071584874759438933 0.0022687977651724926 0.0027112120091668328
leaf_weight=56 60 93 72 52 52 52 63 93 55 77 52 286 95 910 83 58 121
leaf_count=56 60 93 72 52 52 52 63 93 55 77 52 286 95 910 83 58 121
internal_value=0 0.00139858 0.00120852 0.00256986 0.00157584 0.00259751 0.00262129 0.00266263 0.00262555 0.00230352 0.000782482 0.00265195 0.00124333 0.0027189 0.000937576 0.00254866 0.00249297
internal_weight=0 507 447 1823 240 1771 1719 1521 1428 198 207 1373 147 966 155 121 407
internal_count=2330 507 447 1823 240 1771 1719 1521 1428 198 207 1373 147 966 155 121 407
is_linear=0
shrinkage=0.00310948


Tree=2815
num_leaves=13
num_cat=0
split_feature=3 1429 9 149 3 160 42 4 12 403 160 403
split_gain=1.42234 0.736231 0.690268 0.824281 1.0956 2.63135 1.11264 1.09 1.38498 0.725259 0.575938 0.531338
threshold=0.31370500000000007 -0.091739999999999988 -1.0000000180025095e-35 0.079625000000000015 -0.11197999999999998 -0.063534999999999994 0.11361000000000002 0.36766000000000004 0.089045000000000013 -0.51745999999999992 -0.54119499999999987 -0.11201999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 9 8 -7 -6 -11 -8
right_child=-2 2 3 -5 6 7 11 -9 -10 10 -12 -13
leaf_value=0.0048551784944624978 -0.0016593157304251357 -0.00092106779085018332 -0.0048180521192272407 0.0050371527309243571 -0.00059751983693079954 -4.490546251173024e-05 0.0019155192584816806 -0.0016980104102947517 0.0048508309106896465 0.0048950379355336736 0.0021675459228972984 -0.0012501686246900326
leaf_weight=53 84 65 57 53 63 73 56 54 86 55 1582 103
leaf_count=53 84 65 57 53 63 73 56 54 86 55 1582 103
internal_value=0 0.00180472 0.00173265 0.00181183 0.0017314 0.000173089 0.00195758 0.00151006 0.00260135 0.00215332 0.00225935 -0.000133453
internal_weight=0 2300 2247 2182 2129 270 1859 213 159 1700 1637 159
internal_count=2384 2300 2247 2182 2129 270 1859 213 159 1700 1637 159
is_linear=0
shrinkage=0.0261602


Tree=2816
num_leaves=22
num_cat=0
split_feature=4 3 49 0 3 456 43 0 3 4 160 16 3 16 3 0 3 3 0 3 43
split_gain=35.4871 13.5724 7.46137 4.11455 3.38068 2.49696 2.35513 2.2512 1.77493 2.39329 2.2287 1.94109 3.10486 1.83023 3.47195 1.46381 0.930236 0.795333 1.4417 0.712539 0.711331
threshold=0.30163500000000004 0.30112000000000005 -0.047749999999999994 -0.076539999999999983 0.20828500000000003 0.087225000000000011 -0.072864999999999985 -0.10185499999999999 -0.072579999999999992 -0.35136499999999998 -0.012529999999999998 -0.011859999999999997 -0.085374999999999993 -0.052894999999999991 -0.01223 -0.099329999999999988 -0.085754999999999984 -0.10237999999999998 0.12113000000000002 -0.0020049999999999994 0.035255000000000009
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 2 3 7 6 8 -2 -1 10 -10 11 16 -13 19 -15 -8 -4 18 -12 -11 -19
right_child=4 -3 5 -5 -6 -7 15 -9 9 13 17 12 -14 14 -16 -17 -18 20 -20 -21 -22
leaf_value=0.0015582975389824851 0.00062664054347343859 0.00051215942291982664 0.0024589644671386413 0.0010127169451414975 0.0001384346185021021 0.0026431374238775913 0.001661311287863859 0.0022629480393527132 0.0024709473093705186 0.0019405810957495819 0.0026625547811832163 0.0012698567283900423 0.0021148960308551242 0.0019652679479183234 0.0011130264858246527 0.00097520212159549582 0.0020041091402749861 0.0022522005441968002 0.0020757738022646236 0.0023607009905709394 0.002009299020919654
leaf_weight=103 86 53 70 80 52 89 54 72 69 121 105 76 87 117 72 63 108 649 63 56 139
leaf_count=103 86 53 70 80 52 89 54 72 69 121 105 76 87 117 72 63 108 649 63 56 139
internal_value=0 0.00203634 0.00207523 0.00158635 0.00083269 0.00214367 0.00101037 0.0018484 0.00211799 0.00194876 0.00217472 0.00196239 0.00172109 0.00185022 0.00164078 0.00129215 0.00218317 0.00225043 0.00244271 0.00207368 0.0022094
internal_weight=0 2129 2076 255 255 1821 203 175 1732 435 1297 341 163 366 189 117 178 956 168 177 788
internal_count=2384 2129 2076 255 255 1821 203 175 1732 435 1297 341 163 366 189 117 178 956 168 177 788
is_linear=0
shrinkage=0.0030485


Tree=2817
num_leaves=14
num_cat=0
split_feature=1 9 4 1348 457 160 159 2 483 4 43 4 4
split_gain=1.39713 0.721301 0.621053 0.555095 0.611085 0.670726 0.734642 1.75044 0.688749 0.556193 1.34338 0.772265 0.424743
threshold=0.13702500000000004 -1.0000000180025095e-35 0.49433000000000005 0.084370000000000014 0.086800000000000016 0.09636500000000002 0.087395000000000014 0.08673500000000002 -0.14460999999999996 0.052250000000000012 -0.078654999999999989 0.0066850000000000008 0.0014100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 9 -8 -7 11 -11 -3 -9
right_child=2 3 -4 -5 -6 8 7 12 -10 10 -12 -13 -14
leaf_value=-0.00121666592197974 -0.003378960604403616 0.0020200403327293769 0.00053323538793692343 -0.00083915094300068371 0.0042007844291297013 0.0012239918456356589 -0.0038315938642841264 0.0034012417461395869 0.0049804432631076114 -0.0018462985734635485 0.0020966523804923959 0.0050377331353617712 0.00013457605206625164
leaf_weight=55 52 1366 71 52 90 57 57 67 100 93 205 66 53
leaf_count=55 52 1366 71 52 90 57 57 67 100 93 205 66 53
internal_value=0 0.00185882 -0.00111834 0.00193563 0.00200275 0.00190676 0.00176569 9.38694e-05 0.00361849 0.00193657 0.000865159 0.00215933 0.00196089
internal_weight=0 2261 123 2206 2154 2064 1907 177 157 1730 298 1432 120
internal_count=2384 2261 123 2206 2154 2064 1907 177 157 1730 298 1432 120
is_linear=0
shrinkage=0.0272171


Tree=2818
num_leaves=14
num_cat=0
split_feature=15 13 10 14 16 147 14 484 48 49 49 13 159
split_gain=25.9938 13.2858 7.16977 3.746 3.01974 2.98675 3.61891 1.98773 2.70877 2.02108 1.378 1.23103 0.424895
threshold=-0.24269999999999997 -0.16392499999999996 -1.0000000180025095e-35 -0.42495999999999995 -0.43370499999999995 0.089365000000000014 0.076175000000000007 -0.084699999999999984 0.093265000000000015 0.12001000000000002 -0.0043999999999999985 -0.014114999999999997 -0.0062899999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 10 9 -9 -4 -10 -12
right_child=1 2 5 4 -6 -7 -8 8 11 -11 12 -13 -14
leaf_value=0.0016842748591566778 0.0011302915296836458 0.0013679717043330352 0.0029700371241342784 0.0011558106215470913 0.00023842726880909975 0.001611102810010585 0.0030179499229535342 0.0023149242899617537 0.0021567115807376658 0.0017418827519640801 0.0026117318493429063 0.0016299818693704742 0.0022384899567673691
leaf_weight=58 103 82 60 77 59 59 65 1474 80 60 52 87 68
leaf_count=58 103 82 60 77 59 59 65 1474 80 60 52 87 68
internal_value=0 0.00219974 0.0022525 0.00103514 0.000758067 0.00228866 0.00230919 0.00228468 0.0022523 0.00229253 0.00259053 0.0018825 0.0024005
internal_weight=0 2190 2087 194 136 2005 1946 1881 1701 1534 180 167 120
internal_count=2384 2190 2087 194 136 2005 1946 1881 1701 1534 180 167 120
is_linear=0
shrinkage=0.0030485


Tree=2819
num_leaves=22
num_cat=0
split_feature=1 3 2 4 39 2 16 2 12 4 1429 150 43 1 4 1 4 48 3 131 48
split_gain=59.2334 14.4988 4.62016 3.88171 3.55512 2.85932 2.66882 2.35892 2.22246 1.77714 2.02464 1.64713 4.01954 1.96709 1.4869 1.40922 1.10843 0.89221 1.2567 0.638474 0.471394
threshold=0.10574000000000001 -0.055839999999999994 0.14794000000000004 0.40780000000000005 0.081875000000000017 0.11366500000000002 0.032580000000000005 -1.0000000180025095e-35 0.092495000000000008 -0.50388999999999984 0.084770000000000012 0.081245000000000026 -0.074359999999999996 1.0000000180025095e-35 -0.037004999999999989 0.11706000000000001 0.020345000000000005 0.086330000000000018 -0.10237999999999998 0.023795 0.094925000000000023
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=4 3 6 15 5 8 7 -3 9 -1 11 13 -13 -11 -7 -2 17 18 -10 -20 -9
right_child=1 2 -4 -5 -6 14 -8 20 16 10 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0033497969429381273 0.0027399397809128767 0.00044836763890496384 0.00023953384429884186 0.0013829785968312927 0.0020343829792160901 0.0017699952670057557 0.0018230545858375024 0.0013643116850333655 0.0030106154830662744 0.0027179219819209433 0.0022494662620002781 0.0029508879048215368 0.0017375837990725668 0.0030357293559523228 0.0024973260632143016 0.002038214518901692 0.0020656842180876529 0.0021733690220443157 0.0024329282822502297 0.0028135721577665306 0.00097489767125794188
leaf_weight=52 69 58 72 53 103 54 52 91 69 655 84 64 52 300 66 54 56 56 211 61 52
leaf_count=52 69 58 72 53 103 54 52 91 69 655 84 64 52 300 66 54 56 56 211 61 52
internal_value=0 0.00136838 0.000963187 0.0021164 0.00262018 0.00265406 0.00116899 0.000999609 0.00268901 0.00276179 0.00273529 0.00277336 0.00240729 0.00281779 0.00217032 0.00243215 0.002495 0.00255547 0.00261812 0.00251842 0.00122295
internal_weight=0 501 325 176 1883 1780 253 201 1660 1207 1155 1071 116 955 120 123 453 397 341 272 143
internal_count=2384 501 325 176 1883 1780 253 201 1660 1207 1155 1071 116 955 120 123 453 397 341 272 143
is_linear=0
shrinkage=0.0032351


Tree=2820
num_leaves=22
num_cat=0
split_feature=4 1 11 16 157 34 49 49 4 49 15 16 1456 4 12 156 157 16 15 16 16
split_gain=1.37928 1.83808 1.42193 1.21983 1.12408 1.12185 0.831507 1.33977 0.838879 1.04022 0.855718 0.704958 0.630863 0.616372 0.58808 0.639501 1.21366 0.4764 0.325832 0.454104 0.186946
threshold=-0.17689999999999997 0.08956500000000002 0.085630000000000026 -0.11010999999999999 -0.078754999999999978 -0.082914999999999989 -0.015064999999999999 -0.066894999999999982 -0.077679999999999985 0.092470000000000011 -0.37478999999999996 0.19022000000000003 -0.077349999999999988 0.065590000000000009 0.090045000000000014 0.087205000000000019 -0.081579999999999986 -1.0000000180025095e-35 -0.075694999999999985 0.21684500000000004 -0.080894999999999981
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=2 3 11 13 -3 -6 7 -7 -8 10 -10 -1 -5 -2 15 16 -14 -18 -16 20 -20
right_child=1 4 -4 12 5 6 8 -9 9 -11 -12 -13 14 -15 18 -17 17 -19 19 -21 -22
leaf_value=0.0071098667928568187 0.0059160864108219052 -0.0033320310312456992 0.00015564189633273816 -0.00014964871594118514 0.0047847066557067733 0.00086405343794316019 -0.0018888446898506881 -0.0042640820114252312 0.00036634987786462997 -0.0016523674702014356 0.003110397087658338 0.0032963283673262747 0.0067105634659300733 0.0027765735030054325 0.0027342643390844915 0.0001868457301176731 0.0021427171186371324 0.0043387768113359888 0.0026559754770029047 -0.0012515844157161868 0.00095245083427371758
leaf_weight=84 94 53 54 103 52 99 63 65 139 67 238 68 59 100 95 74 452 92 67 62 196
leaf_count=84 94 53 54 103 52 99 63 65 139 67 238 68 59 100 95 74 452 92 67 62 196
internal_value=0 0.00165273 0.00403095 0.00225563 0.000569302 0.000855701 0.000550776 -0.00116663 0.00110689 0.00153263 0.00209945 0.00540576 0.00192499 0.00429931 0.00212005 0.00262676 0.00292569 0.00251465 0.00130258 0.000883177 0.00138756
internal_weight=0 2170 206 1394 776 723 671 164 507 444 377 152 1200 194 1097 677 603 544 420 325 263
internal_count=2376 2170 206 1394 776 723 671 164 507 444 377 152 1200 194 1097 677 603 544 420 325 263
is_linear=0
shrinkage=0.0277614


Tree=2821
num_leaves=19
num_cat=0
split_feature=4 41 2 11 48 52 0 12 155 51 15 52 132 131 0 2 41 15
split_gain=0.95424 1.21151 1.66072 0.983323 0.822582 1.03693 0.945657 0.919463 0.815255 1.30028 0.719086 0.706434 0.677332 0.902204 0.782378 0.745808 0.428485 0.390179
threshold=-0.17689999999999997 0.07677500000000001 0.10364000000000001 0.085630000000000026 0.10255000000000002 -0.064819999999999989 -0.080689999999999984 0.097060000000000021 0.083440000000000014 -0.091149999999999981 -0.42759999999999992 -0.015319999999999999 1.0000000180025095e-35 0.098515000000000005 -0.055219999999999998 0.09796500000000001 0.088180000000000008 -0.042294999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 11 5 6 -4 10 9 -2 -7 -1 14 -14 15 -11 -3 -12
right_child=1 16 4 -5 -6 7 -8 -9 -10 12 17 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0031390799860442132 -0.002155206132411104 0.0067342824202189181 -0.0051593112953140178 0.00014578064920723696 -0.0033993745711267866 -0.0001828551172109718 0.00011214162223555365 -0.0011467724245185289 0.0051042973708572709 0.0016793902762818219 0.0059532241358838875 0.0074360954551780179 0.0062185659574387634 0.0011352696265699129 -0.0020625198586145827 0.0053130459709699396 0.0029057050390920817 0.0022535957732737208
leaf_weight=84 81 53 53 54 70 52 89 85 72 1190 61 68 78 61 52 58 63 52
leaf_count=84 81 53 53 54 70 52 89 85 72 1190 61 68 78 61 52 58 63 52
internal_value=0 0.00154817 0.00137239 0.0037761 -0.000277207 0.000279472 -0.00185302 0.00149206 0.00185131 0.001697 0.00285349 0.00506363 0.00191407 0.00399017 0.00169183 0.00184853 0.00465785 0.00425369
internal_weight=0 2170 2054 206 462 392 142 250 1592 1520 165 152 1439 139 1300 1248 116 113
internal_count=2376 2170 2054 206 462 392 142 250 1592 1520 165 152 1439 139 1300 1248 116 113
is_linear=0
shrinkage=0.0312639


Tree=2822
num_leaves=28
num_cat=0
split_feature=3 3 16 15 150 376 3 3 16 52 132 16 3 15 49 160 15 15 159 0 3 160 0 16 13 160 15
split_gain=26.8653 10.031 4.96428 4.51595 4.97198 2.57344 1.89454 2.1982 2.15625 1.71037 1.52359 2.94233 1.28116 1.27319 1.11016 1.29215 1.11781 1.42033 1.37218 1.02481 0.723204 0.514241 0.601093 0.590141 0.408494 0.343299 0.319996
threshold=-0.063814999999999997 0.30835000000000007 -0.25959999999999994 -0.40312499999999996 0.087000000000000008 0.048375000000000008 0.11372500000000001 -0.0035149999999999995 -0.063814999999999997 0.0085900000000000021 0.085885000000000003 -0.004174999999999999 -0.081224999999999978 -1.0000000180025095e-35 -0.053439999999999994 -0.015149999999999999 -0.013969999999999998 -0.088324999999999987 -0.023134999999999996 -0.086224999999999982 -0.082844999999999988 -0.078874999999999987 -0.088884999999999978 -0.082909999999999984 -0.077849999999999989 -0.43346499999999993 0.084610000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 5 6 7 8 -5 -1 12 -12 14 -9 -4 16 17 -16 -18 26 -21 25 -23 -24 -25 -14 -17
right_child=1 -3 10 4 -6 -7 -8 13 -10 -11 11 -13 21 -15 15 19 18 -19 -20 20 -22 22 23 24 -26 -27 -28
leaf_value=0.0013815407350719019 0.0010908056666764279 0.00064715221520812271 0.0019837213344612442 0.0023499900985108979 0.0011173432685712755 0.0014428011954148909 0.0015181679630832904 0.0021344577771560927 0.0015978211784144795 0.002062342679929685 0.0023309921614187209 0.0014496201992889016 0.0021931061577935254 0.0027261591549969694 0.0020618150671766326 0.0025754244664123781 0.0023729407447930931 0.0027382392777779824 0.0016954867629530956 0.0024678390675642306 0.0021233761316262045 0.0018569092426453414 0.0024526629512980494 0.0023330626928288224 0.0020358139776846234 0.0025396418304847856 0.0028438945530772273
leaf_weight=75 99 101 58 59 82 79 52 68 90 64 96 56 52 69 53 101 52 65 61 393 68 60 66 62 158 60 77
leaf_count=75 99 101 58 59 82 79 52 68 90 64 96 56 52 69 53 101 52 65 61 393 68 60 66 62 158 60 77
internal_value=0 0.00153628 0.00224785 0.0016864 0.0018045 0.00193954 0.00205555 0.00215314 0.00189588 0.00169524 0.00229777 0.00200649 0.0023297 0.00243271 0.0023952 0.00242259 0.00222587 0.0024347 0.00200752 0.00249366 0.0024171 0.0021969 0.00213785 0.00219668 0.00211973 0.00237904 0.00269174
internal_weight=0 699 1677 598 499 417 338 286 149 139 1538 152 1386 137 928 870 231 118 113 639 461 458 346 286 220 112 178
internal_count=2376 699 1677 598 499 417 338 286 149 139 1538 152 1386 137 928 870 231 118 113 639 461 458 346 286 220 112 178
is_linear=0
shrinkage=0.0030485


Tree=2823
num_leaves=26
num_cat=0
split_feature=1 3 12 1 39 4 3 15 12 52 0 13 1 13 2 0 2 0 12 12 48 2 4 0 1
split_gain=56.1945 7.59054 7.48743 5.07441 4.66977 4.66548 4.24779 2.73783 2.72718 1.94175 5.09622 1.81714 1.80695 1.46211 1.19316 1.43166 0.851323 0.812954 0.812077 0.922276 0.51567 0.51067 0.496355 0.986607 0.47757
threshold=0.109225 -0.055839999999999994 0.077755000000000005 0.087070000000000022 0.087735000000000021 0.30163500000000004 -0.14619999999999997 -1.0000000180025095e-35 0.11628000000000001 -0.053514999999999993 -0.13010499999999997 -0.014449999999999999 1.0000000180025095e-35 0.084330000000000016 0.087610000000000007 -0.096594999999999986 0.10428500000000002 -0.079119999999999982 0.089300000000000004 0.096370000000000025 0.086330000000000018 0.10887500000000001 -0.008114999999999999 -0.088589999999999988 0.091785000000000019
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=2 5 3 12 9 -2 13 16 14 -3 -11 -6 -1 -4 18 -16 -5 20 22 24 -17 -19 23 -8 -20
right_child=1 4 6 7 11 -7 8 -9 -10 10 -12 -13 -14 -15 15 17 -18 21 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0019468633979789151 0.0021383933404289473 0.00074808234558474134 0.0030659832986479822 0.001505716812543601 0.00073969826019615163 0.0010729103025334031 0.0020259208594559193 0.0020868383625542316 0.0017240433038035147 0.00075244316678844752 0.0019490130961580666 8.1933549160374851e-05 0.0025785663984998672 0.0024833363742032557 0.0017968868673899257 0.0023788119249995615 0.0010618891840269075 0.0020279098435101381 0.0022379520625355385 0.0025033979479744685 0.0020882782052094625 0.0022887103882357437 0.0025845198038295619 0.0024187210390150087 0.0019563558021649125
leaf_weight=78 70 57 62 93 77 57 58 52 75 52 57 55 63 72 68 245 52 184 111 64 60 87 99 345 83
leaf_count=78 70 57 62 93 77 57 58 52 75 52 57 55 63 72 68 245 52 184 111 64 60 87 99 345 83
internal_value=0 0.00109493 0.00220307 0.00182896 0.000853834 0.00166042 0.00228144 0.00154226 0.00223868 0.00116217 0.00137844 0.000465853 0.00222932 0.00275314 0.00226615 0.00217805 0.00134675 0.002223 0.00234077 0.00221344 0.00232175 0.00211174 0.00240615 0.00236226 0.00211763
internal_weight=0 425 1951 338 298 127 1613 197 1479 166 109 132 141 134 1404 644 145 576 760 258 305 271 502 403 194
internal_count=2376 425 1951 338 298 127 1613 197 1479 166 109 132 141 134 1404 644 145 576 760 258 305 271 502 403 194
is_linear=0
shrinkage=0.00276112


Tree=2824
num_leaves=23
num_cat=0
split_feature=12 12 3 3 15 0 15 3 0 0 0 0 15 12 42 130 3 16 403 42 15 42
split_gain=26.7702 7.74828 5.42827 9.91312 3.90935 2.9943 2.98329 2.86512 2.7045 3.13155 2.21038 1.84632 1.52233 1.06375 0.883574 0.702764 0.614066 0.523853 0.666981 0.62163 0.378783 0.131294
threshold=0.077755000000000005 0.10823500000000001 0.11745500000000002 0.077930000000000013 -0.40312499999999996 -0.061204999999999989 -1.0000000180025095e-35 -0.14162499999999997 -0.068669999999999995 -0.12608499999999997 -0.097074999999999981 -0.14097999999999997 0.029300000000000003 0.083785000000000012 0.084715000000000013 -0.00077999999999999999 -0.065259999999999999 0.21684500000000004 -0.085464999999999985 0.088950000000000015 -0.030229999999999996 -0.014374999999999997
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 7 3 4 -1 16 -5 12 9 -6 14 -4 -2 -12 -9 21 -3 18 -17 -19 -10 -15
right_child=1 5 11 6 8 -7 -8 10 20 -11 13 -13 -14 15 -16 17 -18 19 -20 -21 -22 -23
leaf_value=0.00070644070766855756 0.0023232478055591342 0.0020462742356958598 0.00042531870274739022 0.0018212670564260445 0.0011708441947255249 0.0011064416924421168 0.0027028537650862733 0.0014808881211225806 0.00089745623371063009 0.0020625064768450079 0.0025085543360664096 0.0011184909604297212 0.0029366981317533428 0.0024372981621065019 0.0019932049434020389 0.0019748302609105201 0.001606654329307137 0.0016893254104320067 0.0021770458784046024 0.0020948353089025647 0.0012567203138487198 0.0022369206052030386
leaf_weight=87 102 64 52 81 59 84 60 62 53 88 73 102 57 69 60 188 53 56 719 90 54 63
leaf_count=87 102 64 52 81 59 84 60 62 53 88 73 102 57 69 60 188 53 56 719 90 54 63
internal_value=0 0.00209033 0.00137362 0.00152978 0.00125395 0.00153791 0.00219664 0.00216245 0.00144136 0.00170485 0.00211854 0.00088464 0.00254336 0.0021559 0.00173311 0.00213414 0.0018474 0.00210807 0.00213517 0.00193952 0.00107907 0.00234191
internal_weight=0 1740 636 482 341 201 141 1539 254 147 1380 154 159 1258 122 1185 117 1053 907 146 107 132
internal_count=2376 1740 636 482 341 201 141 1539 254 147 1380 154 159 1258 122 1185 117 1053 907 146 107 132
is_linear=0
shrinkage=0.00298873


Tree=2825
num_leaves=14
num_cat=0
split_feature=149 49 49 12 14 49 0 484 16 475 49 0 13
split_gain=0.890673 1.03026 0.955615 0.80495 0.656323 0.927045 0.801234 3.46151 2.06284 0.710911 1.8773 0.475923 0.461859
threshold=0.080895000000000009 -0.14867499999999997 -0.047749999999999994 1.0000000180025095e-35 0.076975000000000002 -0.012829999999999999 -0.042364999999999993 0.0038100000000000005 0.0045450000000000013 -0.016104999999999998 0.085970000000000005 -0.15202999999999997 -0.0094049999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 5 -4 9 8 -8 10 -7 -11 -3
right_child=-2 2 4 -5 -6 6 7 -9 -10 11 -12 -13 -14
leaf_value=0.0074576192069173665 -0.0014720622734461862 0.0047347328840132482 0.0073003154429987062 -0.0019400106170281287 0.0065042629142407814 -0.00093347356225461492 -0.0058174771137901125 0.0088745455587116474 0.0013920576933027749 0.0059235153143413445 0.005937370307551983 0.003232914057461872 0.00064605719715060336
leaf_weight=57 53 54 55 82 62 142 65 53 151 80 67 1383 77
leaf_count=57 53 54 55 82 62 142 65 53 151 80 67 1383 77
internal_value=0 0.00296007 0.00284703 0.000687048 0.00307041 0.00296356 0.00284049 0.00112422 -0.000775806 0.0031164 0.00126741 0.00338029 0.00233422
internal_weight=0 2328 2271 213 2058 1996 1941 269 216 1672 209 1463 131
internal_count=2381 2328 2271 213 2058 1996 1941 269 216 1672 209 1463 131
is_linear=0
shrinkage=0.0338411


Tree=2826
num_leaves=23
num_cat=0
split_feature=4 12 49 40 160 4 51 52 52 51 1 1 0 2 4 4 49 1 52 12 3 12
split_gain=1.182 1.61167 0.960527 0.857285 0.94562 1.07488 0.778733 1.13284 1.42292 1.0959 0.727005 1.81437 0.611862 0.907378 0.520296 1.56961 0.458338 0.45437 0.323322 0.303017 0.284383 0.244983
threshold=0.23590000000000003 0.095330000000000012 -0.14867499999999997 -0.03549999999999999 -1.0000000180025095e-35 0.41696500000000003 0.07955000000000001 0.084755000000000011 0.41037000000000007 0.10614000000000001 0.104035 0.11130500000000002 -0.099329999999999988 0.085235000000000019 0.0030100000000000001 -0.0083249999999999973 -0.0087399999999999995 0.081755000000000008 0.0074400000000000013 0.085665000000000005 -0.072579999999999992 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 10 9 -9 16 12 -12 13 -4 15 18 -8 -15 -14 -17 21 -16
right_child=1 -3 6 4 5 -7 7 8 -10 -11 11 -13 14 17 20 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0061817279707109271 0.0039752680838261931 -0.003561061109980558 0.0075874281441880125 0.0036444509824579891 0.0012978443291298443 -0.0041226206880325619 -0.0012688440968310955 -0.0043568058473037741 0.0019837118241902026 0.0056125408980610214 -0.0035207944532893087 0.0033222133841020666 0.0018109471780187432 0.0046302856904371038 0.0032321460801335504 0.0042180007891636593 0.0021089696606769446 0.0010349121015962846 0.0028541397693240176 0.0072045097152813398 -0.00076185017360261677 0.00063509509058372977
leaf_weight=55 83 69 52 54 75 55 54 64 59 60 58 80 525 65 56 54 98 58 512 67 55 73
leaf_count=55 83 69 52 54 75 55 54 64 59 60 58 80 525 65 56 54 98 58 512 67 55 73
internal_value=0 0.000451276 0.00233792 0.00148935 0.000366275 -0.00099301 0.00223153 0.000934679 -0.00131286 0.00224016 0.00249385 0.000443888 0.00268012 0.00432096 0.00246592 0.00269731 0.000906888 0.00293746 0.00232631 0.00587429 0.00100794 0.00176494
internal_weight=0 336 2045 267 184 130 1990 335 123 212 1655 138 1517 175 1342 1158 152 123 1037 121 184 129
internal_count=2381 336 2045 267 184 130 1990 335 123 212 1655 138 1517 175 1342 1158 152 123 1037 121 184 129
is_linear=0
shrinkage=0.0294607


Tree=2827
num_leaves=16
num_cat=0
split_feature=4 123 16 1213 49 16 1446 1453 2 2 2 457 150 16 15
split_gain=0.817674 0.898035 1.04585 0.725851 1.2986 0.867601 0.6281 0.615926 0.588983 0.545805 0.569392 0.516235 0.391924 0.325084 0.194435
threshold=0.23590000000000003 0.086935000000000026 -0.42372999999999994 0.084010000000000015 -0.14867499999999997 -0.071854999999999988 0.087090000000000015 -0.077764999999999987 0.086615000000000011 0.14271500000000001 0.12162000000000002 0.084650000000000017 0.099310000000000009 -0.50690499999999983 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 -1 14 7 -6 -8 10 11 -9 13 -2 -5
right_child=1 -3 -4 5 6 -7 8 9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0061104476721668671 -0.0014133304642077629 0.0031150895456880513 -0.0025873646081785375 0.00036307898983651817 0.0047735805047662378 -0.0026148451706947125 0.0021339837143125174 0.0020016988637466386 -0.0016151519903589257 -0.00072224657496534786 0.0047668097645649828 1.2769606562286105e-05 0.0028752852806475967 0.0014807706796020304 0.002690693552681909
leaf_weight=54 57 69 99 54 56 58 54 1429 73 58 52 104 53 58 53
leaf_count=54 57 69 99 54 56 58 54 1429 73 58 52 104 53 58 53
internal_value=0 0.000346747 -0.000367579 0.00179661 0.00194852 6.39516e-05 0.00182528 0.0019633 -1.87434e-05 0.00186733 0.00196228 0.00186696 0.00093878 4.37766e-05 0.00151873
internal_weight=0 336 267 2045 1880 165 1826 1699 127 1643 1585 1533 168 115 107
internal_count=2381 336 267 2045 1880 165 1826 1699 127 1643 1585 1533 168 115 107
is_linear=0
shrinkage=0.0272171


Tree=2828
num_leaves=20
num_cat=0
split_feature=4 1 16 150 12 12 12 1 16 12 133 16 13 16 160 4 42 1 12
split_gain=25.0974 6.59242 4.365 1.72171 2.63897 1.64259 1.43385 1.168 1.14021 1.42773 1.15346 1.31845 0.99425 0.947364 0.907097 0.692076 0.533795 0.520195 0.348282
threshold=0.27161500000000005 0.104035 0.51148500000000008 0.083205000000000015 0.091475000000000015 -0.088684999999999986 0.11589000000000001 0.14310500000000001 -0.11010999999999999 0.085635000000000003 -0.024689999999999997 -0.00027999999999999998 -0.085409999999999986 -0.42372999999999994 0.0088350000000000008 -0.078129999999999991 0.085790000000000019 0.11323000000000001 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 8 13 9 -7 11 15 16 17 -14 -10 -12 -2 -11
right_child=7 2 -4 -5 -6 6 -8 -9 10 18 12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0012949306749584087 0.0011627856700677799 0.000899594387627919 0.0019907643814014667 0.00069374335690267888 0.001740536491768672 0.0024011674064137668 0.0013926966186223735 0.00030528693343755034 0.0018415800994303357 0.0017034688946809152 0.0019067223099573703 0.001166972239757805 0.0018185606624848349 0.00054769610248444625 0.0015566452201177233 0.0015376586156150842 0.0022468275942522718 0.00079044970930237316 0.0020170131569388779
leaf_weight=67 66 81 60 77 61 63 84 52 149 76 141 52 787 80 148 135 64 76 62
leaf_count=67 66 81 60 77 61 63 84 52 149 76 141 52 787 80 148 135 64 76 62
internal_value=0 0.00169854 0.00126165 0.00106175 0.00126107 0.0017652 0.00178308 0.000717541 0.00180261 0.00201919 0.0017731 0.00161526 0.00181959 0.000813959 0.00177714 0.00169723 0.00201306 0.000963736 0.00184457
internal_weight=0 2107 279 219 142 1828 1761 274 1677 201 1476 336 1140 222 935 284 205 142 138
internal_count=2381 2107 279 219 142 1828 1761 274 1677 201 1476 336 1140 222 935 284 205 142 138
is_linear=0
shrinkage=0.0030485


Tree=2829
num_leaves=11
num_cat=0
split_feature=44 148 147 10 50 1452 3 49 3 3
split_gain=0.999975 0.715814 1.42433 0.700097 0.681656 0.973753 0.691805 0.719079 0.678079 0.622888
threshold=1.0000000180025095e-35 -0.08224999999999999 0.089365000000000014 -0.014199999999999999 0.11875500000000001 0.087755000000000014 0.10449500000000002 -0.081589999999999982 0.17646500000000004 -0.072419999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -8 -6
right_child=-2 2 -4 4 9 -7 8 -9 -10 -11
leaf_value=0.0043729709657889977 0.0051609475841253149 -0.0011843816344602174 -0.0025178974245397535 -0.00054137493201678456 0.0013289603482225438 0.0048229699358040912 0.0056219735606070137 0.0015614098492851241 0.0016407469142899127 -0.0026155877236664344
leaf_weight=57 52 69 66 124 63 67 57 1708 66 52
leaf_count=57 52 69 66 124 63 67 57 1708 66 52
internal_value=0 0.00141734 0.00134307 0.00145871 0.00154418 0.00165787 0.00154925 0.00141893 0.00348802 -0.000452184
internal_weight=0 2329 2272 2206 2137 2022 1955 1832 123 115
internal_count=2381 2329 2272 2206 2137 2022 1955 1832 123 115
is_linear=0
shrinkage=0.0266834


Tree=2830
num_leaves=14
num_cat=0
split_feature=1 149 4 0 3 43 1 150 151 1 4 475 480
split_gain=1.64665 1.24102 0.781024 0.717095 0.652552 1.39037 1.56644 1.1133 0.885117 1.12797 0.85411 0.891558 0.760621
threshold=0.14741000000000001 0.081720000000000015 -0.47860499999999995 0.11026000000000001 -0.010299999999999998 -0.049364999999999992 1.0000000180025095e-35 0.10635000000000001 -0.00016499999999999997 0.10574000000000001 -0.14994999999999997 -0.086169999999999983 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 10 -8 -10 -4 -12 -13
right_child=-2 -3 4 -5 5 6 8 -9 9 -11 11 12 -14
leaf_value=0.0013220121130042787 -0.0042686077150408605 -0.003566178697912373 -0.0023053589423541591 0.0063479162963132078 -0.0039786170014443284 -0.0041862250084386508 -0.00036585537027022681 0.0060092680943479686 0.0068498505070405044 0.0011601626295237265 0.0054442628297995408 0.0017088579076812627 -0.0013121285287572234
leaf_weight=59 59 55 64 73 75 52 93 66 74 87 69 1457 102
leaf_count=59 59 55 64 73 75 52 93 66 74 87 69 1457 102
internal_value=0 0.00145472 0.00157647 0.00410423 0.00142031 0.000149596 0.00116259 0.0016955 0.00225905 0.00377754 0.00152702 0.0016779 0.00151097
internal_weight=0 2326 2271 132 2139 381 306 1758 254 161 1692 1628 1559
internal_count=2385 2326 2271 132 2139 381 306 1758 254 161 1692 1628 1559
is_linear=0
shrinkage=0.0338411


Tree=2831
num_leaves=18
num_cat=0
split_feature=4 39 3 2 2 376 159 3 4 3 2 3 3 3 16 4 133
split_gain=62.5502 16.7069 13.2156 4.31455 4.06613 3.34946 2.62632 2.12349 2.04726 1.70549 1.7533 2.45965 1.96398 1.38949 0.933346 1.96841 0.800203
threshold=0.27161500000000005 0.082470000000000016 0.15251000000000001 0.13752500000000004 0.12051500000000002 0.080200000000000007 0.085035000000000013 -0.034684999999999994 -0.074219999999999994 0.088465000000000002 0.10527500000000002 -0.078129999999999991 -0.053499999999999992 0.06269000000000001 -0.0068949999999999992 -0.46376499999999993 0.11370000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 8 -3 7 -2 13 10 12 -12 -10 14 16 -16 -1
right_child=3 5 -4 -5 -6 -7 -8 -9 9 -11 11 -13 -14 -15 15 -17 -18
leaf_value=0.0031852681264451944 0.0017140753992888526 0.0022713721329000298 0.0013946363227072482 0.00055813595223680608 0.002266508695982764 0.0013827780394445321 0.001980069779916454 0.00090239065768502058 0.0029176423736842461 0.0023357013694296357 0.0030556689659131529 0.0021651190741935385 0.0034558948964793367 0.0035317635502761149 0.0031759959454694627 0.0024213586015602627 0.0029178880084068022
leaf_weight=430 52 95 57 74 85 78 65 87 736 55 57 70 76 69 75 66 158
leaf_count=430 52 95 57 74 85 78 65 87 736 55 57 70 76 69 75 66 158
internal_value=0 0.00281578 0.00290028 0.00121492 0.00294598 0.00187093 0.001453 0.00120629 0.00297819 0.00288165 0.0029136 0.00256508 0.00296806 0.00309841 0.00305734 0.002823 0.00311348
internal_weight=0 2107 1934 278 1877 173 204 139 1792 994 939 127 812 798 729 141 588
internal_count=2385 2107 1934 278 1877 173 204 139 1792 994 939 127 812 798 729 141 588
is_linear=0
shrinkage=0.00317166


Tree=2832
num_leaves=19
num_cat=0
split_feature=1 16 40 123 1 0 16 15 147 49 15 4 41 4 15 42 0 159
split_gain=82.4118 12.033 7.7265 7.34088 5.24911 2.8002 2.5926 2.58096 2.86301 2.17048 1.18485 1.53363 1.45405 2.11985 4.05741 1.25976 0.655565 0.522947
threshold=0.10574000000000001 0.38845000000000002 -0.084904999999999994 1.0000000180025095e-35 0.11654500000000001 -0.082064999999999985 -0.088144999999999987 0.12241500000000001 0.08598500000000002 -0.0055299999999999993 0.03981500000000001 -0.10429499999999998 1.0000000180025095e-35 -0.50388999999999984 -0.0015749999999999998 0.086125000000000021 -0.086224999999999982 -0.021869999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 9 -6 -7 8 10 -4 12 -12 13 -1 -15 16 -13 -17
right_child=1 -3 4 -5 5 6 -8 -9 -10 -11 11 15 -14 14 -16 17 -18 -19
leaf_value=0.0040289683879098205 0.00067874323257326023 0.003104228504175801 0.0028616698454041575 0.002512328698702888 0.0012681820272843537 0.0014554377035766808 0.0023646161697673416 0.0028336947506597487 0.002792920521218135 0.0020990373924622626 0.0041082322550192226 0.0038799275382713537 0.0029225972082081489 0.003492188192416291 0.0027192921149177232 0.0031705346009101407 0.0035982701658511156 0.0034815538654720916
leaf_weight=60 52 82 61 82 100 54 70 61 56 90 54 115 52 694 73 69 298 262
leaf_count=60 52 82 61 82 100 54 70 61 56 90 54 115 52 694 73 69 298 262
internal_value=0 0.00201267 0.00180298 0.00342361 0.00195878 0.00165626 0.00196895 0.00346524 0.00348745 0.00240734 0.00351063 0.00359823 0.00343106 0.00346299 0.00341867 0.00356117 0.00367678 0.00341682
internal_weight=0 509 427 1876 375 224 124 1794 1733 151 1677 798 879 827 767 744 413 331
internal_count=2385 509 427 1876 375 224 124 1794 1733 151 1677 798 879 827 767 744 413 331
is_linear=0
shrinkage=0.00310948


Tree=2833
num_leaves=12
num_cat=0
split_feature=2 149 11 4 150 3 4 49 49 1446 43
split_gain=1.49724 0.960332 0.733059 1.08991 0.679191 0.795226 1.11642 0.583483 2.16809 0.802914 0.306588
threshold=0.17000000000000001 0.080895000000000009 0.094350000000000003 0.51286500000000013 0.10874500000000002 0.10323000000000002 -0.033449999999999987 0.0033550000000000003 0.085870000000000016 0.092750000000000013 -0.046639999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 9 -9 -1 -6
right_child=-2 -3 -4 -5 10 6 -8 8 -10 -11 -12
leaf_value=0.0022068359034389581 -0.0030155406705090026 -0.001873914441991289 0.0052110927732362628 -0.0016051273570172355 0.0059505318040917726 0.0031885015515292817 -0.0022558309746311101 -0.0042992032626600557 0.0019310238380492223 0.0058384091021123699 0.0027649733549256717
leaf_weight=1422 55 57 60 74 52 52 88 56 360 55 54
leaf_count=1422 55 57 60 74 52 52 88 56 360 55 54
internal_value=0 0.00190016 0.00199494 0.0019076 0.00202927 0.00190912 -0.000231404 0.0020676 0.00109158 0.00234228 0.00433067
internal_weight=0 2330 2273 2213 2139 2033 140 1893 416 1477 106
internal_count=2385 2330 2273 2213 2139 2033 140 1893 416 1477 106
is_linear=0
shrinkage=0.0294607


Tree=2834
num_leaves=14
num_cat=0
split_feature=49 131 3 13 15 474 13 474 43 41 43 42 131
split_gain=1.32329 0.785402 1.64446 1.3676 0.928905 0.872439 1.4331 1.12895 0.77274 0.730397 1.03384 0.597152 0.451624
threshold=-0.15562499999999999 0.091760000000000022 0.31343500000000007 -0.08131999999999999 -0.45015499999999992 0.085165000000000018 -0.06286499999999999 0.023345000000000001 -0.083154999999999993 0.079395000000000007 -0.088349999999999998 -0.077669999999999989 0.10725500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 7 8 9 -7 10 -6 -5 -13
right_child=1 3 -4 11 5 6 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.002634956084943589 -0.0015554346151614219 0.0075408646593635017 -0.0035322563892469004 0.0040065417199714477 0.0037096995160944926 0.0045047592268894062 -0.0032405187473275618 0.0058870546510691873 -0.00030141983804905673 -0.0010862391353510027 0.0016088269417980508 0.0026145018912853029 -0.0010834488197522371
leaf_weight=69 83 55 60 91 266 59 83 67 67 77 1284 61 63
leaf_count=69 83 55 60 91 266 59 83 67 67 77 1284 61 63
internal_value=0 0.00167075 0.00146541 0.00322555 0.00161657 0.00175509 -0.000111854 0.00198562 0.0019465 0.00182475 0.00196957 0.00212011 0.000733066
internal_weight=0 2316 2046 270 1986 1903 209 1694 126 1627 1550 215 124
internal_count=2385 2316 2046 270 1986 1903 209 1694 126 1627 1550 215 124
is_linear=0
shrinkage=0.0306509


Tree=2835
num_leaves=16
num_cat=0
split_feature=1375 14 1 3 49 49 14 16 151 1 3 158 1420 1 16
split_gain=1.48632 1.09699 0.732966 0.964334 1.31751 0.925806 0.996062 0.870394 0.759424 0.692275 0.870635 0.64224 0.594315 0.409803 0.105178
threshold=-0.14438999999999999 0.019675000000000002 0.11744000000000002 -0.015259999999999998 -0.062709999999999974 -0.036809999999999996 -0.075879999999999989 -0.41863499999999992 -0.086439999999999989 0.095285000000000022 0.081640000000000004 0.10930500000000001 -0.079539999999999986 0.10808500000000001 -0.074874999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -4 -7 -8 -2 10 -6 12 -10 -14 -11
right_child=1 -3 5 4 9 6 7 -9 11 14 -12 -13 13 -15 -16
leaf_value=-0.0041720863484901605 -0.0014200584450149139 0.0054644031761704763 -0.0042498944215925245 0.0078350696754740899 0.006874078765590797 -0.0032850372595303831 -0.00048369103424253249 0.0045376347757188013 0.0050640290099535816 -0.00082311940758207278 0.0011942475274234388 0.0048304039870491417 0.0014909113614728028 -0.0015465187434605435 0.0013705514822060446
leaf_weight=52 101 90 52 68 65 52 77 88 54 52 64 73 1329 55 52
leaf_count=52 101 90 52 68 65 52 77 88 54 52 64 73 1329 55 52
internal_value=0 0.00172812 0.00157385 0.00181109 0.00360543 -0.00011196 0.00087792 0.00219212 0.00147582 0.00236945 0.00405903 0.00166963 0.00150892 0.00136994 0.000270173
internal_weight=0 2272 2182 1913 301 269 217 165 1612 233 129 1511 1438 1384 104
internal_count=2324 2272 2182 1913 301 269 217 165 1612 233 129 1511 1438 1384 104
is_linear=0
shrinkage=0.0345179


Tree=2836
num_leaves=13
num_cat=0
split_feature=2 123 13 457 14 16 2 13 0 52 13 13
split_gain=32.2115 14.5236 12.0779 4.95832 5.42468 5.28769 2.95966 2.92804 1.98895 1.82078 1.65517 1.54555
threshold=0.13459500000000005 1.0000000180025095e-35 -0.16392499999999996 0.097575000000000009 0.062655000000000016 -0.41863499999999992 0.17000000000000001 -0.053824999999999991 -0.13314999999999996 -0.081594999999999987 0.0015850000000000003 -0.012899999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 11 7 -2 -7 -3 -10 -4
right_child=6 9 3 -5 -6 8 -8 -9 10 -11 -12 -13
leaf_value=0.0014932845450451007 0.00098473695314286536 0.0020752202653922945 0.0023829380363726391 0.001772090968714246 0.0036039876188323086 0.0022431920378546606 0.00055904893931298777 0.0019389207802862154 0.0028036064658546714 0.0013647683460540614 0.0025572410433034399 0.0016807590127218526
leaf_weight=86 65 56 66 56 64 79 52 60 1250 94 339 57
leaf_count=86 65 56 66 56 64 79 52 60 1250 94 339 57
internal_value=0 0.00256396 0.00263408 0.0026854 0.00271295 0.00268109 0.0011835 0.00144301 0.00272703 0.00163023 0.00275107 0.00205781
internal_weight=0 2147 1997 1911 1855 1791 177 125 1668 150 1589 123
internal_count=2324 2147 1997 1911 1855 1791 177 125 1668 150 1589 123
is_linear=0
shrinkage=0.00310948


Tree=2837
num_leaves=18
num_cat=0
split_feature=15 39 2 0 447 43 42 11 16 16 2 2 1429 16 123 16 15
split_gain=30.8978 13.8832 8.14496 4.40876 3.82129 3.49069 3.48434 3.39631 2.1892 1.82005 1.7468 1.59757 1.77039 1.21359 0.950244 0.648199 0.690522
threshold=-0.2987999999999999 0.081875000000000017 0.11177500000000001 -0.075914999999999996 0.085205000000000017 -0.072864999999999985 -1.0000000180025095e-35 1.0000000180025095e-35 0.25032500000000008 0.41378500000000007 0.12708000000000003 0.091955000000000023 0.084690000000000015 -0.15323999999999996 0.085215000000000013 -0.11010999999999999 0.0056700000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 7 -1 -3 11 -9 -5 -7 12 13 -2 -8 -13 -17
right_child=1 6 3 9 -6 10 14 8 -10 -11 -12 15 -14 -15 -16 16 -18
leaf_value=0.00034748318004688993 0.0020083404527658968 0.002116460533223786 0.0012989051489711626 0.0018575158925116682 0.0015812037090786595 0.0015973509931165484 0.0010160949700379475 0.0031592552565285112 0.002396036173499848 0.0025103264453411461 0.00086350662792713433 0.0024288927890945607 0.0019307572384876645 0.0024470378124755447 0.0014973654817645133 0.0019885518051791793 0.0022874589678059404
leaf_weight=60 58 52 96 102 53 55 80 76 57 58 57 68 67 1037 64 172 112
leaf_count=60 58 52 96 102 53 55 80 76 57 58 57 68 67 1037 64 172 112
internal_value=0 0.00220942 0.00228395 0.00179618 0.00235738 0.000918522 0.0014655 0.00238234 0.0028324 0.00209436 0.00122416 0.00234278 0.00239543 0.00242383 0.00123021 0.0021689 0.00210654
internal_weight=0 2152 1956 256 1700 172 196 1647 133 160 112 1514 1162 1095 144 352 284
internal_count=2324 2152 1956 256 1700 172 196 1647 133 160 112 1514 1162 1095 144 352 284
is_linear=0
shrinkage=0.00293013


Tree=2838
num_leaves=11
num_cat=0
split_feature=3 1 16 484 484 12 48 43 1186 52
split_gain=1.01618 0.71186 2.08184 0.624033 1.19137 0.659151 0.627165 0.561478 0.642643 0.484769
threshold=-0.23303499999999996 0.13554500000000003 -0.116045 0.10282500000000001 0.085775000000000004 0.086795000000000011 -0.081079999999999985 -0.45516499999999999 0.049580000000000006 0.49868000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -5 -2 -8 9 -9
right_child=1 2 -4 5 -6 -7 7 8 -10 -11
leaf_value=0.005004675620812955 0.0051315264144221927 0.002995698663991843 -0.004663750035775141 0.0066440123647687017 -0.0015313457710069134 0.0019369712232008903 -0.00077714520021729297 0.0017086257635776634 0.0050658912539633975 0.0039764782375298199
leaf_weight=94 56 75 60 52 98 61 74 1600 60 94
leaf_count=94 56 75 60 52 98 61 74 1600 60 94
internal_value=0 0.00174924 -0.000406077 0.00188828 0.00176168 0.00410594 0.00193315 0.00183499 0.00194538 0.00183466
internal_weight=0 2230 135 2095 1982 113 1884 1828 1754 1694
internal_count=2324 2230 135 2095 1982 113 1884 1828 1754 1694
is_linear=0
shrinkage=0.0306509


Tree=2839
num_leaves=11
num_cat=0
split_feature=1375 0 3 0 12 15 48 51 0 15
split_gain=0.957916 1.33031 0.743992 1.20566 1.78783 1.1422 0.782471 2.0522 1.27625 0.424806
threshold=-0.14438999999999999 -0.18901999999999997 -0.23303499999999996 0.076335000000000014 -0.11875499999999999 -0.44206999999999991 0.092475000000000016 0.020580000000000005 -0.032619999999999989 -0.094124999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 -4 -6 8 -8 -7 -2
right_child=1 2 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.0022166538347365545 0.0026107531902841473 0.0036236544282080576 0.0058915664338818688 -0.0022716390142917104 -0.0020746145010432206 0.0013064794637768504 0.0017070880249259518 -0.0040365632411185539 0.0044462528739641835 0.0059884242272039831
leaf_weight=52 52 94 59 69 74 1576 127 68 98 55
leaf_count=52 52 94 59 69 74 1576 127 68 98 55
internal_value=0 0.0014441 0.00130037 0.00119478 0.0013144 0.00117526 0.00130409 -0.000294366 0.00149046 0.0043496
internal_weight=0 2272 2165 2071 2002 1943 1869 195 1674 107
internal_count=2324 2272 2165 2071 2002 1943 1869 195 1674 107
is_linear=0
shrinkage=0.0266834


Tree=2840
num_leaves=23
num_cat=0
split_feature=1 10 4 14 12 12 48 150 4 12 1 0 13 1 4 4 402 4 43 12 12 13
split_gain=44.3364 9.28408 5.01294 2.57166 2.75161 2.49824 2.34249 2.01839 1.82949 1.67724 1.56365 1.79512 1.5356 1.50244 1.07246 1.03103 0.943708 0.572402 0.510556 0.424111 0.267844 0.170925
threshold=0.10538500000000002 -1.0000000180025095e-35 0.51400500000000016 0.054835000000000009 0.054520000000000006 0.11769500000000001 0.014805 1.0000000180025095e-35 -9.4999999999999992e-05 0.084760000000000016 0.13148500000000005 -0.085309999999999983 -0.0042049999999999995 0.11604000000000002 0.032965000000000001 -0.014099999999999998 0.089785000000000018 -0.13833499999999996 -0.013199999999999998 0.090005000000000016 0.096210000000000004 -0.076734999999999984
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 6 4 7 9 10 8 -1 15 11 -3 -8 -13 16 18 17 -11 -6 -16 -21 -18
right_child=1 2 -4 -5 5 -7 12 -9 -10 14 -12 13 -14 -15 19 -17 21 -19 -20 20 -22 -23
leaf_value=0.0023633203864020349 0.00090626709536186238 0.0019831154012976125 0.0011186969248862897 0.0033685700999992428 0.003470600363776969 0.0021764117934710584 0.0014261737014579614 0.0020304930238306939 0.0029568419411987556 0.0025280145637979947 0.0018884658942621552 0.0023179675937062207 0.0021228880749674067 0.0030001894978387866 0.0027822182551901749 0.0028446167551449573 0.0029493776373723983 0.002815518957096491 0.0030667868847386042 0.0023000076189146823 0.0026088139880466018 0.0031953591904280332
leaf_weight=103 89 59 54 65 59 54 63 68 86 69 73 65 52 53 54 93 52 886 58 55 52 63
leaf_count=103 89 59 54 65 59 54 63 68 86 69 73 65 52 53 54 93 52 886 58 55 52 63
internal_value=0 0.0017836 0.00196988 0.00278259 0.00276083 0.00281009 0.00209572 0.00247412 0.00263356 0.00283382 0.00225854 0.00241099 0.00174149 0.00262466 0.00279143 0.00308215 0.00282594 0.00279478 0.00327069 0.00256188 0.00245038 0.00308441
internal_weight=0 508 419 1817 1752 1495 365 257 189 1441 250 177 115 118 1231 210 1070 955 117 161 107 115
internal_count=2325 508 419 1817 1752 1495 365 257 189 1441 250 177 115 118 1231 210 1070 955 117 161 107 115
is_linear=0
shrinkage=0.00298873


Tree=2841
num_leaves=16
num_cat=0
split_feature=4 4 4 403 402 483 16 4 157 133 4 159 13 402 1
split_gain=1.06439 1.16123 1.24403 0.800429 1.16862 0.701083 0.927265 1.41807 0.913784 0.8604 0.738405 0.715083 0.478763 0.466836 0.249627
threshold=0.59999500000000017 0.50230500000000011 0.27161500000000005 -0.098684999999999981 0.039875000000000008 0.085510000000000017 -0.096494999999999984 0.024315000000000003 -0.10151999999999999 0.087445000000000009 -0.13833499999999996 -0.025489999999999995 -0.086254999999999984 -0.10350999999999998 0.11000000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 6 7 -5 -8 11 -10 -7 -9 -1 -4
right_child=-2 -3 14 5 -6 9 8 12 10 -11 -12 -13 -14 -15 -16
leaf_value=0.0036324092291073174 -0.0020589823749870917 0.0046680213127909152 0.0002623412542284557 0.0054730035602812057 0.0063200816318257436 0.001987224537947379 -0.0020791873219118827 -0.00063262051563885179 -0.00035012667375010787 0.00056344620205159084 0.0015142338967875134 0.0059964880110414684 0.002502877734291089 0.00083810753453213247 -0.0022719062306929367
leaf_weight=80 56 96 52 97 66 57 64 60 183 68 1113 79 90 100 64
leaf_count=80 56 96 52 97 66 57 64 60 183 68 1113 79 90 100 64
internal_value=0 0.00173704 0.00160742 0.00176212 0.00321996 0.00156393 0.0013728 0.00290762 0.00109384 0.00306809 0.00125076 0.00431827 0.00124674 0.00208163 -0.00113336
internal_weight=0 2269 2173 2057 246 1811 1607 247 1360 204 1296 136 150 180 116
internal_count=2325 2269 2173 2057 246 1811 1607 247 1360 204 1296 136 150 180 116
is_linear=0
shrinkage=0.0272171


Tree=2842
num_leaves=13
num_cat=0
split_feature=14 2 471 124 12 481 2 481 160 3 3 160
split_gain=1.52865 1.79107 0.776626 0.828974 1.01354 0.627676 1.42804 0.788768 0.573624 0.888247 1.37527 0.70797
threshold=-0.45687499999999998 0.16730000000000003 0.088700000000000015 -0.078224999999999989 -0.089089999999999989 -0.039559999999999991 0.091155000000000014 -0.087424999999999989 -0.24175499999999997 0.12745000000000004 0.091170000000000015 -0.42430999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -5 11 10 -10 -7
right_child=1 -3 -4 5 -6 8 -8 -9 9 -11 -12 -13
leaf_value=0.0071871118325721947 0.001897234158072994 -0.0042680992126228638 -0.0019415396165006226 -0.0010977111138091632 -0.0037514513537587439 0.0018367101789532453 0.0083999631635203187 0.0038906209365358788 0.0020041576635870372 0.0052637432365446046 -0.002152288603728771 -0.0029977763624544997
leaf_weight=54 77 57 63 55 64 75 53 95 1495 84 93 60
leaf_count=54 77 57 63 55 64 75 53 95 1495 84 93 60
internal_value=0 0.00153702 0.00168663 0.00179306 -0.000664196 0.00196561 0.00371642 0.0020592 0.00176873 0.00193673 0.00176052 -0.000309327
internal_weight=0 2271 2214 2151 141 2010 203 150 1807 1672 1588 135
internal_count=2325 2271 2214 2151 141 2010 203 150 1807 1672 1588 135
is_linear=0
shrinkage=0.0331775


Tree=2843
num_leaves=19
num_cat=0
split_feature=40 52 50 150 156 15 40 43 1446 52 40 480 43 52 2 15 475 16
split_gain=1.28938 0.864945 0.844321 0.665944 0.765718 1.01817 0.924404 1.17541 0.905798 0.654867 0.652045 0.612615 0.696738 0.48791 0.462132 0.297438 0.272838 0.19124
threshold=-0.084904999999999994 0.51400500000000016 1.0000000180025095e-35 -0.089939999999999978 0.091555000000000011 0.0056700000000000006 -0.0057599999999999986 -0.12584499999999996 0.083715000000000026 -0.065699999999999981 -0.07334499999999998 0.086655000000000024 -0.082689999999999986 -0.018574999999999998 0.093255000000000018 0.082365000000000008 -0.048844999999999993 -0.082084999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 10 -8 13 16 -5 12 -4 -7 15 -14 -6 -17
right_child=1 -3 11 4 9 8 7 -9 -10 -11 -12 -13 14 -15 -16 17 -18 -19
leaf_value=-0.0028677719326416972 0.0054957355644374298 -0.0020366442438000793 0.0066222046266944242 0.00093513141061183367 0.00072003602714071227 0.0050785219975318817 -0.0047127942309529419 0.00024527808897861249 0.0060004029071197259 0.0070289095612648556 0.0063102784636909675 0.00018313492391639898 0.0060612005432484533 0.0013543104365241201 7.0989579631479255e-05 0.0044095400747855579 0.0040833870447275038 0.0015842614221111637
leaf_weight=86 54 80 96 73 74 52 71 665 74 53 52 69 56 523 58 59 58 72
leaf_count=86 54 80 96 73 74 52 71 665 74 53 52 69 56 523 58 59 58 72
internal_value=0 0.00170122 0.00183991 0.00148878 0.00136089 0.001088 0.000261663 -0.000232483 0.00218367 0.00358613 0.00317432 0.00333682 0.00397381 0.00169179 0.00293448 0.00382053 0.00220083 0.0028597
internal_weight=0 2239 2159 1749 1695 1510 861 736 649 185 125 410 341 575 245 187 132 131
internal_count=2325 2239 2159 1749 1695 1510 861 736 649 185 125 410 341 575 245 187 132 131
is_linear=0
shrinkage=0.0366306


Tree=2844
num_leaves=31
num_cat=0
split_feature=1 1 3 2 10 2 15 3 3 4 150 4 4 4 4 15 456 43 2 2 3 13 2 13 1212 402 1212 3 2 15
split_gain=51.6289 9.00991 5.71544 4.81852 3.5201 2.81284 2.6315 2.4538 1.54016 1.78712 1.06744 1.13053 1.24405 0.991751 1.0686 0.753458 0.729408 0.916255 0.902867 0.877828 0.724176 0.625467 0.8454 0.590703 0.522316 0.526587 0.433661 0.401281 0.201739 0.109311
threshold=0.10538500000000002 0.13075500000000004 -0.031844999999999991 0.091250000000000012 -1.0000000180025095e-35 0.10575500000000002 -0.19301999999999997 0.0025650000000000004 -0.13795999999999997 -0.099704999999999974 1.0000000180025095e-35 0.052250000000000012 0.10896500000000002 -0.041794999999999992 -0.016339999999999997 0.080840000000000009 0.077935000000000018 -0.077274999999999996 0.083715000000000026 0.086165000000000005 -0.086049999999999988 -0.079854999999999995 0.094120000000000023 -0.0055049999999999986 0.0025400000000000002 0.092300000000000007 0.040035000000000008 -0.080104999999999996 0.085665000000000005 -0.087044999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 13 -3 -2 -6 -4 -5 -10 11 21 -13 15 -15 -1 17 18 -16 -19 23 -11 -23 26 25 27 -17 -22 -25 -20
right_child=1 4 7 8 6 -7 -8 -9 9 10 -12 12 -14 14 16 20 -18 19 29 -21 24 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0025999922920660074 0.0020809858989925168 -0.00034262093928131892 0.00035088595293981094 0.0023022880157089641 0.00023255767853268283 0.0012285767648369276 0.0011536285856926815 0.001162655031458908 0.0013491341940114129 0.0023168198058152656 0.0014393370298557125 0.001461735423733934 0.0020414010654723298 0.0017499762079761234 0.0016139015020593395 0.0023455368899426483 0.0024944950436160455 0.0024959509647268243 0.002211800482026315 0.0019833848042471332 0.0020292353296007355 0.0016062752804659589 0.0020693133814048822 0.0021147129517032886 0.0019234592722511097 0.002514477956638248 0.0027250334272506229 0.0023366674802339327 0.0023805265034054592 0.0020108324223145641
leaf_weight=77 85 54 69 77 74 78 58 90 76 70 52 92 68 77 57 64 62 92 61 58 119 54 187 75 80 54 67 75 56 67
leaf_count=77 85 54 69 77 74 78 58 90 76 70 52 92 68 77 57 64 62 92 61 58 119 54 187 75 80 54 67 75 56 67
internal_value=0 0.00091992 0.00124741 0.00208669 0.000352786 0.0016733 0.000637532 0.000810595 0.00186993 0.00181429 0.00188182 0.0019306 0.00170831 0.00221509 0.00210109 0.00229605 0.0021691 0.00210878 0.00195517 0.00229799 0.00225633 0.00204485 0.00196571 0.00238438 0.00215394 0.00222815 0.00253989 0.00214827 0.00222861 0.00210688
internal_weight=0 508 322 1817 186 163 132 159 676 599 523 471 160 1141 474 667 397 335 185 150 590 311 241 262 328 248 131 194 131 128
internal_count=2325 508 322 1817 186 163 132 159 676 599 523 471 160 1141 474 667 397 335 185 150 590 311 241 262 328 248 131 194 131 128
is_linear=0
shrinkage=0.0032351


Tree=2845
num_leaves=27
num_cat=0
split_feature=1 12 4 4 12 15 1 47 12 4 1 12 15 1 43 12 49 0 49 51 15 43 12 49 4 0
split_gain=38.0549 8.17278 6.43717 3.2865 4.31973 3.13207 2.52428 2.22986 1.89297 1.81678 1.6975 1.51972 1.4305 2.41473 1.2764 1.04354 0.902276 0.70789 0.700247 1.08629 0.475578 0.448967 0.757231 0.401589 0.28992 0.114024
threshold=0.10915500000000002 -0.042789999999999988 -0.0086449999999999982 -0.082249999999999976 0.054520000000000006 -0.036064999999999993 0.088735000000000022 0.097480000000000011 0.084405000000000022 0.022635000000000006 0.12048000000000002 0.088245000000000004 0.03981500000000001 0.07635500000000002 -0.039409999999999994 -0.089089999999999989 -0.065249999999999989 -0.086034999999999986 0.093160000000000007 -0.083919999999999981 0.084925000000000014 -0.080924999999999983 0.094375000000000014 -0.0010999999999999996 -0.0094899999999999984 0.10798500000000001
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=3 15 -3 11 5 6 -5 10 24 -8 -4 12 -1 17 -13 -2 -10 -14 19 -18 -19 -20 -23 -21 -6 -16
right_child=1 2 7 4 8 -7 9 -9 16 -11 -12 14 13 -15 25 -17 18 20 21 23 -22 22 -24 -25 -26 -27
leaf_value=0.0018565363245678409 0.00054877933126723847 0.001949371326165038 0.0010565746921972186 0.0020541586264409802 0.0020671127360105536 0.00072596654202104944 0.00098938316432825796 0.0013573863868435536 0.0014401111804025414 0.0017354891545557276 0.00035416862771992614 0.00157967702045899 0.0023798895732549102 0.0028878681048578993 0.0021725719619868429 6.7717360032972689e-05 0.0022393243778202595 0.0021844960931621344 0.0018870054107277818 0.0020144782908256536 0.0017662425817872101 0.0012834254571400007 0.0017454719190430439 0.0017976311408586701 0.0023764553765917686 0.0019602386773093414
leaf_weight=92 85 72 56 66 69 52 70 62 63 54 75 95 68 52 54 83 65 52 56 94 52 56 83 636 52 52
leaf_count=92 85 72 56 66 69 52 70 62 63 54 75 95 68 52 54 83 65 52 56 94 52 56 83 636 52 52
internal_value=0 0.000837582 0.0011711 0.0018376 0.00176148 0.00139006 0.00157165 0.00088059 0.00183801 0.00131456 0.000654682 0.00204602 0.00217839 0.00231044 0.00183774 0.000311306 0.00179634 0.00213567 0.00181898 0.00185947 0.00197568 0.00165376 0.00155956 0.0018256 0.00220032 0.00206872
internal_weight=0 433 265 1933 1416 242 190 193 1174 124 131 517 316 224 201 168 1053 172 990 795 104 195 139 730 121 106
internal_count=2366 433 265 1933 1416 242 190 193 1174 124 131 517 316 224 201 168 1053 172 990 795 104 195 139 730 121 106
is_linear=0
shrinkage=0.0030485


Tree=2846
num_leaves=30
num_cat=0
split_feature=1 12 13 4 3 4 3 15 1 1 13 2 42 16 3 12 12 1 16 52 3 2 13 1213 2 403 3 42 49
split_gain=55.5593 6.62059 6.35723 5.382 4.9022 4.46702 3.52097 2.05337 1.95165 1.54689 1.53876 1.51985 1.3974 1.46252 1.07413 1.04793 0.983279 0.834436 0.777858 1.04496 0.705411 0.647333 0.717546 0.562547 0.541751 0.536142 0.499018 0.376492 0.46726
threshold=0.10752500000000002 -0.042789999999999988 -0.13033499999999998 0.40473500000000007 -0.072024999999999992 -0.37626499999999991 0.092330000000000009 -0.068639999999999993 0.096575000000000008 0.13948500000000003 -0.079299999999999995 0.090115000000000015 0.08648500000000002 -0.0019699999999999995 -0.116045 0.087495000000000003 0.11628000000000001 0.091275000000000009 -0.019164999999999998 0.026115000000000003 -0.11327499999999999 0.087910000000000016 0.0015850000000000003 -0.086394999999999986 0.086315000000000017 -0.091109999999999983 -0.088714999999999988 -0.061534999999999999 0.093350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 -3 7 11 -6 8 -4 16 10 -2 12 14 17 -1 -13 18 23 19 -7 -17 22 25 -14 -25 -16 -22 -28 -29
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 -12 15 13 -15 21 20 -18 -19 -20 -21 26 -23 -24 24 -26 -27 27 28 -30
leaf_value=0.0029203629933905054 0.001141108030678382 0.00059398092493756841 0.0024398311731271471 0.00094143317200834982 0.0027691353263212151 0.0018354457237286606 0.0012791311811506559 0.0016721353019618405 0.0015257022002605795 0.0001527361535949424 0.00045516774122472095 0.0018802904186378583 0.0021957409404495531 0.0018694210117710921 0.0027536388940738775 0.0025726053696295066 0.001746581935033977 0.0020817408164211467 0.0025203169835279074 0.0023429274669669285 0.0019698133600787354 0.0027101471555533827 0.0020857066565945774 0.0027120017378559022 0.0023222554392277532 0.0024293632535360241 0.002526381376193273 0.0023123417485988928 0.00197417228563918
leaf_weight=62 62 75 60 69 64 74 76 78 63 52 65 74 52 68 60 70 52 69 63 86 62 103 52 101 55 334 52 158 55
leaf_count=62 62 75 60 69 64 74 76 78 63 52 65 74 52 68 60 70 52 69 63 86 62 103 52 101 55 334 52 158 55
internal_value=0 0.00107332 0.0013703 0.00165141 0.0022765 0.0020035 0.00188506 0.00200616 0.00202121 0.00060527 0.000790298 0.00236792 0.0024395 0.00228031 0.00252933 0.00222255 0.00213461 0.00238106 0.00222494 0.00210842 0.00228626 0.00248511 0.00243307 0.0024802 0.0025748 0.00247883 0.00222486 0.00228441 0.00222518
internal_weight=0 461 282 207 1905 478 414 138 338 179 127 1427 956 345 611 471 275 277 223 160 397 549 446 208 156 394 327 265 213
internal_count=2366 461 282 207 1905 478 414 138 338 179 127 1427 956 345 611 471 275 277 223 160 397 549 446 208 156 394 327 265 213
is_linear=0
shrinkage=0.00310948


Tree=2847
num_leaves=15
num_cat=0
split_feature=3 151 147 3 3 157 15 0 132 0 160 39 0 403
split_gain=1.26662 1.00142 1.01324 1.01041 1.50863 1.53802 1.09815 1.03621 0.98364 1.3413 0.887482 0.867858 0.701939 0.571492
threshold=0.37720000000000004 0.086470000000000005 0.092780000000000015 -0.081224999999999978 -0.080634999999999984 -0.080299999999999996 -0.094449999999999992 -0.071844999999999978 0.081465000000000024 0.053930000000000006 -0.42166999999999993 0.0041750000000000008 -0.079524999999999985 -0.5268799999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -6 7 -7 9 10 -1 -8 -10 -12
right_child=-2 -3 -4 4 5 6 11 -9 12 -11 13 -13 -14 -15
leaf_value=-0.0012781643677759562 -0.0026990693076755371 -0.0015797192995866882 0.0063375533344462139 -0.0036041755809548535 -0.0030138393942924888 0.0011194879301815266 0.0020731148150864662 -0.0036978132906494679 0.0021375197052560554 0.0069077614962091069 0.0059692136169657486 0.005214915298895513 -0.0026050066810965654 0.0026343899786603485
leaf_weight=54 60 78 52 59 68 247 584 53 67 77 54 101 56 756
leaf_count=54 60 78 52 59 68 247 584 53 67 77 54 101 56 756
internal_value=0 0.0018999 0.00202186 0.00191858 0.00125901 0.00153181 0.00184596 0.000267319 0.00260759 0.00295127 0.00259828 0.00253685 -1.89658e-05 0.00285712
internal_weight=0 2306 2228 2176 1112 1053 985 300 1064 941 864 685 123 810
internal_count=2366 2306 2228 2176 1112 1053 985 300 1064 941 864 685 123 810
is_linear=0
shrinkage=0.0312639


Tree=2848
num_leaves=20
num_cat=0
split_feature=4 0 1446 0 0 3 3 13 13 16 1375 13 403 13 51 1 4 15 0
split_gain=1.22136 1.56629 1.34034 1.27665 1.29571 0.991366 0.970998 0.845821 0.845419 1.27761 0.724991 0.649253 1.61863 0.620864 0.597558 0.550469 0.607534 0.191352 0.161581
threshold=-0.082249999999999976 0.024745000000000003 0.08393500000000001 -0.13740499999999997 -0.11242999999999999 -0.08632999999999999 0.021805000000000001 0.071660000000000015 -0.16152999999999998 -0.032969999999999992 -0.074434999999999987 -1.0000000180025095e-35 -0.0076149999999999994 0.016935000000000002 0.0033150000000000007 0.097480000000000011 -0.15333499999999997 0.084715000000000013 -0.081104999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 8 -5 15 7 10 -2 14 -6 12 -7 -12 -10 16 -1 -18 -19
right_child=1 -3 -4 4 6 11 -8 -9 9 -11 13 -13 -14 -15 -16 -17 17 18 -20
leaf_value=-0.0014755698522106295 -0.0042949237752216004 -0.0046087778729249221 -0.0019719619625894668 0.0064612910313381015 0.0053441983327789759 0.0084946987220604342 -0.0029997801715365645 0.0046751598763027143 0.00033445320787769863 -0.0037255446620822622 0.0014784762824020037 0.0082521966611408971 0.00050507583337652524 -0.001970463194274226 0.0046895587472771819 0.0054859032852968958 0.0039937684973526165 0.0007316056503862148 0.0030504022965370044
leaf_weight=53 60 52 56 64 53 52 52 102 102 66 1138 65 66 63 56 55 72 73 66
leaf_count=53 60 52 56 64 53 52 52 102 102 66 1138 65 66 63 56 55 72 73 66
internal_value=0 0.00117782 0.00298973 0.00134938 0.00175025 0.00354395 0.00153586 0.00171006 -0.00072708 0.00022698 0.00146859 0.00553101 0.00402899 0.00129726 0.00188032 0.00240291 0.00175925 0.0025735 0.00183522
internal_weight=0 1808 558 1756 1472 502 1408 1356 284 224 1254 183 118 1201 158 319 264 211 139
internal_count=2366 1808 558 1756 1472 502 1408 1356 284 224 1254 183 118 1201 158 319 264 211 139
is_linear=0
shrinkage=0.0338411


Tree=2849
num_leaves=14
num_cat=0
split_feature=4 12 42 0 11 12 376 4 13 13 52 12 12
split_gain=0.863641 1.12451 1.12308 1.10401 1.23423 1.27614 1.2351 0.860672 0.696133 0.909107 0.681989 0.321963 0.242918
threshold=-0.085474999999999982 0.083825000000000024 0.085495000000000015 0.024745000000000003 0.079915000000000014 -0.10853999999999998 0.084700000000000011 0.41696500000000003 0.071660000000000015 -0.0073499999999999998 -0.091234999999999983 0.095330000000000012 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 11 4 5 -2 7 8 9 -7 -1 12 -3
right_child=3 2 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0020214100989511263 0.0053656630333177979 0.0016250288602550349 -0.0026989714151321657 -0.0034037433133067294 0.0054289634133676918 0.0013006189938130691 -0.0035934090504223426 -0.0018921543137479975 0.0034940914854320404 -0.00045882028308441851 0.0060251519404876828 0.00055593715212320818 0.0041090222215638631
leaf_weight=65 56 65 53 52 56 1177 57 94 100 342 95 74 80
leaf_count=65 56 65 53 52 56 1177 57 94 100 342 95 74 80
internal_value=0 0.00240089 0.00122339 0.000914073 0.00103355 0.000898571 0.000757058 0.000902007 0.00106444 0.000904273 0.00440064 0.00217411 0.00299772
internal_weight=0 432 272 1934 1882 1826 1770 1713 1619 1519 160 219 145
internal_count=2366 432 272 1934 1882 1826 1770 1713 1619 1519 160 219 145
is_linear=0
shrinkage=0.0300499


Tree=2850
num_leaves=20
num_cat=0
split_feature=1 3 123 2 2 2 3 2 52 47 12 49 3 1 2 2 52 1 12
split_gain=72.0279 15.7343 6.09461 4.54582 3.17247 3.37847 2.66819 2.26742 1.89819 1.75971 3.46028 1.79112 3.88999 2.42396 1.30807 1.17582 0.900084 0.733568 0.381952
threshold=0.10574000000000001 -0.06340999999999998 0.080635000000000012 0.11444000000000001 -0.007134999999999999 0.10859000000000001 0.10323000000000002 0.12131500000000002 -0.064819999999999989 0.078875000000000015 0.084845000000000018 -0.020999999999999994 -0.14265999999999998 0.081315000000000012 0.088820000000000024 0.13880500000000004 -0.013174999999999997 0.11646000000000002 0.090715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 17 -3 -6 7 9 -7 11 -11 13 16 -1 -14 -10 -13 -2 -12
right_child=1 4 -4 -5 5 8 -8 -9 15 10 18 12 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0020932592240454099 0.0020798712430332099 -0.000230516006081445 0.0012260649272757141 0.00076986742484488446 0.0011936668212192737 -7.235086664773369e-05 0.0014201814801623183 0.0015274508299998777 0.00084677404215293946 0.0030025411246525249 0.0022693034394120496 0.0023564512628260381 0.0021445633891919299 0.0013195986143453937 0.0019462856646364247 0.00029752639379229337 0.0028992970142401558 0.001591719203840684 0.0019149062987753656
leaf_weight=86 57 64 80 52 52 67 55 62 62 57 58 52 749 63 502 80 60 55 55
leaf_count=86 57 64 80 52 52 67 55 62 62 57 58 52 749 63 502 80 60 55 55
internal_value=0 0.000746418 0.00203422 0.00150118 0.000365453 0.000511713 0.00207014 0.00209062 0.000341888 0.00211136 0.00240087 0.00207878 0.00211291 0.00176636 0.00206502 0.000537563 0.00264755 0.00184044 0.00209709
internal_weight=0 489 1879 164 325 261 1799 1744 209 1682 170 1512 1363 149 1251 142 112 112 113
internal_count=2368 489 1879 164 325 261 1799 1744 209 1682 170 1512 1363 149 1251 142 112 112 113
is_linear=0
shrinkage=0.00298873


Tree=2851
num_leaves=27
num_cat=0
split_feature=1 3 1 150 43 3 43 1 3 1 151 52 52 3 3 1 42 1 52 16 16 483 159 3 16 403
split_gain=79.8011 11.895 10.4246 8.10655 3.97981 3.76567 2.97541 2.0778 2.03174 1.98563 1.906 2.63949 1.47081 1.32689 1.2203 0.877231 0.82249 1.47153 0.772728 0.716307 0.66883 0.599336 0.589245 0.468448 0.153912 0.093426
threshold=0.109225 -0.06340999999999998 0.08956500000000002 1.0000000180025095e-35 -0.072864999999999985 -0.14443999999999999 -0.073404999999999984 0.12048000000000002 -0.041784999999999996 0.12122500000000001 -0.085164999999999977 0.081680000000000016 0.088555000000000009 -0.098469999999999988 -0.079214999999999994 0.14218000000000003 0.081685000000000021 0.092550000000000007 0.50959500000000013 -0.084089999999999984 -0.0093349999999999978 0.055770000000000007 0.082585000000000006 -0.084129999999999996 0.00088000000000000003 -0.084674999999999986
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 9 5 8 -3 -1 -5 -6 16 -2 20 13 23 -12 21 -9 24 -18 19 -14 -7 -15 -16 25 -4 -13
right_child=1 4 3 6 7 10 -8 15 -10 -11 11 12 18 14 22 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0030284466743191493 0.0019386298996778351 7.4410681265192752e-05 0.0025968327082263876 0.0017077221659659773 0.0013141356009053068 0.0029968797984789306 0.00072424237144656594 0.00081518882371046757 0.001796837324657649 0.001197211230428428 0.0018043704357320696 0.0025481434639974009 0.0022877832272987413 0.0024448779095241381 0.002041617637844302 0.00033792666019738792 0.0017480791448884934 0.0023771626846188381 0.0020934539942424357 0.0025674402268575374 0.0025600290498908667 0.0021273702522380997 0.0023592603861561207 0.0029654014103470483 0.0023681281574608006 0.0027213131749162555
leaf_weight=89 78 93 55 54 52 55 52 84 100 52 54 64 125 316 187 55 52 85 56 227 71 63 71 55 58 65
leaf_count=89 78 93 55 54 52 55 52 84 100 52 54 64 125 316 187 55 52 85 56 227 71 63 71 55 58 65
internal_value=0 0.000908072 0.00232439 0.00193615 0.000571869 0.00244255 0.00122556 0.000813924 0.00215127 0.0016423 0.00240552 0.00237157 0.0025156 0.00224813 0.0022857 0.000626569 0.00229292 0.00213861 0.00241686 0.00246822 0.00275097 0.00239218 0.00212915 0.00273438 0.00247972 0.00263564
internal_weight=0 414 1954 456 284 1498 106 191 350 130 1409 1283 592 691 637 139 250 137 408 352 126 379 258 184 113 129
internal_count=2368 414 1954 456 284 1498 106 191 350 130 1409 1283 592 691 637 139 250 137 408 352 126 379 258 184 113 129
is_linear=0
shrinkage=0.00293013


Tree=2852
num_leaves=17
num_cat=0
split_feature=1 12 4 124 14 4 1 2 123 12 403 12 4 4 16 4
split_gain=47.6563 5.34111 5.8757 4.37217 3.20577 2.90536 1.45734 1.42972 1.25483 1.24522 1.04414 1.06449 1.88955 1.03044 0.776578 0.671194
threshold=0.10557500000000002 0.087805000000000008 0.26900000000000007 -0.043384999999999993 0.054835000000000009 0.24099500000000004 0.11726500000000001 -0.007134999999999999 0.087755000000000014 0.11721500000000001 -0.53317999999999988 0.054520000000000006 -0.0058549999999999991 -0.004004999999999999 -0.42004999999999992 -0.41016499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 6 -1 5 9 -3 -2 13 10 -5 12 -12 -9 -15 -13
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 11 15 -14 14 -16 -17
leaf_value=0.0014992130278033752 0.00047444008456001341 0.0022216560034380899 0.00070020579449288345 0.0018209446759817707 0.0028086840275592683 0.001502259925189407 0.0015508210981162332 0.001451112303149648 0.00060015705776849282 0.0017326844400258245 0.0016610443182487329 0.0025398764804774113 0.0023032035147191967 0.0011868298704441524 0.00074412741056600646 0.0022178590968145867
leaf_weight=90 65 61 53 67 69 60 56 52 62 56 84 62 81 69 74 1307
leaf_count=90 65 61 53 67 69 60 56 52 62 56 84 62 81 69 74 1307
internal_value=0 0.00109789 0.00152672 0.0021431 0.00217553 0.00215007 0.00190085 0.000871399 0.000971673 0.0021735 0.0021889 0.00220495 0.00197648 0.00108963 0.000957962 0.00223247
internal_weight=0 492 170 1876 1786 1717 117 322 257 1657 1601 1534 165 195 143 1369
internal_count=2368 492 170 1876 1786 1717 117 322 257 1657 1601 1534 165 195 143 1369
is_linear=0
shrinkage=0.00298873


Tree=2853
num_leaves=18
num_cat=0
split_feature=3 3 43 15 41 42 2 49 49 15 393 3 2 16 403 1455 15
split_gain=34.3575 11.6396 9.09795 6.70791 3.56554 2.61117 3.69151 2.15512 3.60734 2.16433 1.69839 2.52318 1.89098 1.30747 1.31446 0.909001 0.29821
threshold=-0.049204999999999992 0.20828500000000003 -0.033174999999999989 -0.25061999999999995 0.081560000000000007 0.093045000000000003 -0.007134999999999999 0.047620000000000003 -0.062709999999999974 -1.0000000180025095e-35 0.086030000000000009 -0.12595999999999999 0.10394500000000002 0.41134500000000007 -0.53317999999999988 -0.092919999999999989 -0.11055
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 10 6 -2 8 -4 -10 11 12 -5 14 -13 -16 -3
right_child=1 16 7 4 -6 -7 -8 -9 9 -11 -12 13 -14 -15 15 -17 -18
leaf_value=0.0015971715127391572 0.0011381030391662641 0.0010858131076773082 0.0029044175521097527 0.003380010327806297 0.0019373493399883483 0.0010616703803931213 0.0021600884210142297 0.002811436605602383 0.0016117133466504031 0.0023206573368114987 0.0022969281880023508 0.0023066673245570758 0.0027143668787290112 0.0023528627643486857 0.0031522049465386418 0.002743578629988766 0.00076173042523082458
leaf_weight=52 52 56 54 100 54 69 90 79 75 87 79 63 67 88 54 1197 52
leaf_count=52 52 56 54 100 54 69 90 79 75 87 79 63 67 88 54 1197 52
internal_value=0 0.00183915 0.00203312 0.00267726 0.00271024 0.00154933 0.00178607 0.00237904 0.00222074 0.00199264 0.00273554 0.0027576 0.00311315 0.00271523 0.00273947 0.00276124 0.000930075
internal_weight=0 614 506 1754 1702 211 142 295 216 162 1648 1569 167 1402 1314 1251 108
internal_count=2368 614 506 1754 1702 211 142 295 216 162 1648 1569 167 1402 1314 1251 108
is_linear=0
shrinkage=0.0030485


Tree=2854
num_leaves=23
num_cat=0
split_feature=1 52 1 150 1 14 2 2 48 4 43 1 4 151 4 0 0 4 150 51 0 4
split_gain=55.543 8.74702 5.88609 5.39132 4.2211 3.16391 3.06612 2.1881 2.00168 2.39351 1.12904 1.83546 1.08959 1.0691 1.11241 1.47397 1.03323 0.967697 0.839977 0.975974 0.668762 0.234375
threshold=0.10574000000000001 -0.40011499999999994 0.08956500000000002 1.0000000180025095e-35 0.12072500000000001 0.076175000000000007 1.0000000180025095e-35 0.12131500000000002 0.087730000000000016 0.50373500000000015 -0.038674999999999994 0.10024500000000001 0.39574000000000004 -0.085164999999999977 0.032965000000000001 -0.10803999999999998 -0.081574999999999995 -0.077679999999999985 0.083205000000000015 0.095820000000000016 -0.085669999999999982 -0.042544999999999993
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 -2 5 10 6 7 -3 13 9 -6 21 17 -8 20 18 -16 -11 -12 19 -15 -1 -4
right_child=1 4 3 -5 8 -7 12 -9 -10 16 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.002802150565918498 0.0022605308283646921 0.0017705709795507645 0.001991417202377087 0.0012606280243959668 0.0013204324964788889 0.0029599286322793197 0.00072953371850557685 0.0017599328404410012 0.00027952677337382559 0.00090443310083062885 0.0017411060635770202 0.0026979669181126037 0.0012774532961497 0.002331954407646295 0.0024126700201779513 0.0018435766063079693 0.00032182962545950633 0.0022761738336128218 0.0026736657700840586 0.0020285967009459854 0.0023668558192846802 0.0017234244842198685
leaf_weight=59 52 75 69 86 67 63 59 65 64 52 52 54 67 919 64 103 53 68 56 103 66 52
leaf_count=59 52 75 69 86 67 63 59 65 64 52 52 54 67 919 64 103 53 68 56 103 66 52
internal_value=0 0.001124 0.00223275 0.0019071 0.000988692 0.00231555 0.00130093 0.00228724 0.000722627 0.00088732 0.00209545 0.00224753 0.00102114 0.00231224 0.00228607 0.00206186 0.000610655 0.00204457 0.00232078 0.00230141 0.00257257 0.00187651
internal_weight=0 489 1879 381 437 1498 201 1435 236 172 295 174 126 1370 1245 167 105 120 1078 1022 125 121
internal_count=2368 489 1879 381 437 1498 201 1435 236 172 295 174 126 1370 1245 167 105 120 1078 1022 125 121
is_linear=0
shrinkage=0.00293013


Tree=2855
num_leaves=13
num_cat=0
split_feature=4 14 40 12 133 1 43 12 16 1446 1429 1446
split_gain=1.49311 1.09728 0.821956 0.720266 1.68347 1.45375 0.942254 0.999975 0.414476 0.523158 0.481616 0.400838
threshold=-0.51381999999999983 -0.10708499999999999 -0.084904999999999994 0.077755000000000005 -1.0000000180025095e-35 0.13052500000000003 -0.081414999999999987 -0.007389999999999999 0.51763500000000018 0.095780000000000018 0.086095000000000019 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8 9 10 11 -5
right_child=1 2 3 8 5 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0074383443276849334 0.0055824578742564952 -0.00094376149890580859 -0.0024113867243173931 0.0027220682011048539 0.0048273847810448032 0.0062985605479691916 -0.0024402030843833269 0.0017802512027634055 0.00048682125524075374 0.0057357250615742749 0.0051795925402475162 0.00048999395096124073
leaf_weight=56 98 67 86 1400 58 66 71 177 72 54 69 77
leaf_count=56 98 67 86 1400 58 66 71 177 72 54 69 77
internal_value=0 0.00246903 0.00233 0.00243313 0.0013759 0.00225232 0.00137856 0.000570682 0.00272254 0.00282294 0.002721 0.00260592
internal_weight=0 2295 2197 2130 458 372 306 248 1672 1600 1546 1477
internal_count=2351 2295 2197 2130 458 372 306 248 1672 1600 1546 1477
is_linear=0
shrinkage=0.0300499


Tree=2856
num_leaves=25
num_cat=0
split_feature=4 2 2 16 16 2 3 3 2 43 4 42 133 4 16 42 133 159 16 4 2 43 43 403
split_gain=33.6821 10.4082 6.37834 5.89682 4.77048 3.43803 2.60888 2.36398 2.29612 2.01598 1.63606 1.35161 1.17765 0.979374 0.852745 0.757978 0.71511 0.829548 1.24976 0.688069 0.658194 0.405061 0.663773 0.383192
threshold=0.30163500000000004 0.10124000000000001 -0.007134999999999999 0.25761500000000009 -0.021179999999999997 0.13673000000000005 -0.036844999999999996 -0.14818499999999998 0.089045000000000013 -0.080474999999999977 -0.0090299999999999981 0.086855000000000016 0.089380000000000015 0.42953500000000006 -0.084884999999999988 0.091475000000000015 -0.010174999999999998 0.087410000000000015 -0.0094449999999999968 -0.14538499999999996 0.092365000000000017 -0.0035149999999999995 -0.017259999999999998 0.0032850000000000002
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 2 -1 4 6 11 10 -4 16 -6 -3 13 14 -2 -10 -14 21 18 -18 -5 -16 22 -9 -23
right_child=5 3 7 19 9 -7 -8 8 12 -11 -12 -13 15 -15 20 -17 17 -19 -20 -21 -22 23 -24 -25
leaf_value=0.001787637588856364 0.0014102766516224594 0.0029154356828302872 0.0032933220588585929 0.002878951136175526 0.00093477401171132687 0.00071245630721971558 0.0017865402534806437 0.002696233452509337 0.0021168934143958248 0.0017677230724679092 0.0021405648832559842 0.0011187303503911534 0.002920125385946539 0.0019896376805535539 0.0027237961562597592 0.0024708468156028154 0.002648099543402776 0.0024036965594004174 0.0029547761810115487 0.0024547807465864447 0.002338591455610879 0.0026410950253930149 0.0031233731740626272 0.002963374386757419
leaf_weight=79 54 53 68 67 55 71 92 54 92 63 58 53 85 66 76 71 413 81 202 96 115 97 125 65
leaf_count=79 54 53 68 67 55 71 92 54 92 63 58 53 85 66 76 71 413 81 202 96 115 97 125 65
internal_value=0 0.00254609 0.0026679 0.00213753 0.00188769 0.00130102 0.00218276 0.00271292 0.00268616 0.00137977 0.00251085 0.00154238 0.00249311 0.00172921 0.00237021 0.00271586 0.00276785 0.00270876 0.00274888 0.00262934 0.00249204 0.00288834 0.0029947 0.00277061
internal_weight=0 2107 1623 484 321 244 203 1544 1476 118 111 173 439 120 283 156 1037 696 615 163 191 341 179 162
internal_count=2351 2107 1623 484 321 244 203 1544 1476 118 111 173 439 120 283 156 1037 696 615 163 191 341 179 162
is_linear=0
shrinkage=0.00317166


Tree=2857
num_leaves=14
num_cat=0
split_feature=2 149 12 43 40 48 457 2 49 12 160 133 2
split_gain=1.80008 0.672181 0.670519 1.92849 1.45076 0.501874 0.79849 0.626837 1.18837 0.796628 0.674377 0.622924 0.201542
threshold=0.14106500000000002 0.07770500000000001 -0.085209999999999994 -0.078564999999999982 -0.065969999999999987 -0.0046349999999999994 0.085090000000000013 0.090225000000000014 -0.065034999999999996 1.0000000180025095e-35 -0.40907999999999994 0.0061750000000000008 0.15855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 9 -9 -7 -10 -11 -2
right_child=12 -3 4 -5 5 7 -8 8 10 11 -12 -13 -14
leaf_value=-0.0025521483451279151 -0.0024192377739538206 0.0064342940241627561 0.0073979676503751497 0.0044821779990819408 0.0077182569838125251 0.00011775953896085615 0.0022193165093719758 -0.0023193723070119797 0.0052817581020514733 0.0039417623848725502 0.0019478636495909244 0.0022981679982288714 0.00012339757504730356
leaf_weight=84 59 52 71 75 52 84 56 62 69 656 596 367 68
leaf_count=84 59 52 71 75 52 84 56 62 69 656 596 367 68
internal_value=0 0.00284637 0.00276031 0.000763789 0.00291784 0.00275387 0.00487011 0.00262906 0.00190037 0.00310731 0.0022943 0.00335246 -0.00105515
internal_weight=0 2224 2172 159 2013 1942 108 1834 727 1107 665 1023 127
internal_count=2351 2224 2172 159 2013 1942 108 1834 727 1107 665 1023 127
is_linear=0
shrinkage=0.0318892


Tree=2858
num_leaves=14
num_cat=0
split_feature=14 0 14 3 150 15 15 479 456 15 151 3 3
split_gain=0.683965 0.63702 1.6356 1.41507 0.710196 0.567971 0.81473 0.750658 0.569586 0.783781 0.578503 0.523864 0.38073
threshold=-0.10708499999999999 -0.13740499999999997 0.019675000000000002 -0.015259999999999998 0.079825000000000021 0.13673000000000005 0.11754500000000001 1.0000000180025095e-35 0.060100000000000008 -0.014614999999999998 0.084350000000000008 0.14121000000000003 0.11191000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 12 6 7 8 10 -10 11 -3 -5
right_child=1 5 -4 4 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0042646854612151085 -0.0045036400382151677 0.0017750541129741444 0.0046881636767800326 0.00095360227944614505 0.0029494914880455396 -0.00083081956995597315 0.0053888266492297535 -0.0013451728386375972 0.0018575809562471728 0.0063991860859001848 0.004852155616804449 0.0046413436055195651 -0.0024543289683256263
leaf_weight=98 54 1567 62 53 70 54 59 52 66 57 54 53 52
leaf_count=98 54 1567 62 53 70 54 59 52 66 57 54 53 52
internal_value=0 0.00184557 0.000607731 -0.000495695 0.000739316 0.002029 0.0021101 0.00200532 0.00210244 0.00396469 0.00196543 0.00186901 -0.000731256
internal_weight=0 2253 291 229 175 1962 1908 1849 1797 123 1674 1620 105
internal_count=2351 2253 291 229 175 1962 1908 1849 1797 123 1674 1620 105
is_linear=0
shrinkage=0.0283167


Tree=2859
num_leaves=12
num_cat=0
split_feature=2 15 16 0 41 3 16 2 40 0 0
split_gain=1.27333 1.096 0.811891 0.594415 0.554598 1.26788 2.13196 0.624507 0.874719 0.741877 0.524253
threshold=0.13631000000000001 -0.04174499999999999 -0.54656499999999986 -0.062694999999999987 0.083975000000000008 -0.14443999999999999 0.40304500000000004 -0.047824999999999993 -0.081369999999999984 -0.010949999999999998 -0.10891999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -4 -7 -9 10 -10
right_child=1 -3 4 -5 -6 7 -8 8 9 -11 -12
leaf_value=0.0058103193658348073 0.0033185993127364797 -0.0044276732375090003 0.0074352793177755172 -0.0013835512058095272 -0.0010447378418946729 -0.0012790427319822719 -9.3450181906690619e-05 0.0052155959126661856 0.0004940065251560512 -0.0015032508506066067 0.0020688272605732371
leaf_weight=53 53 56 100 52 61 64 58 73 241 67 1473
leaf_count=53 53 56 100 52 61 64 58 73 241 67 1473
internal_value=0 -0.000894463 0.0019849 0.000986737 0.00188987 0.00197626 0.00466946 0.00175422 0.00185911 0.00172135 0.00184759
internal_weight=0 161 2190 105 2137 2076 158 1918 1854 1781 1714
internal_count=2351 161 2190 105 2137 2076 158 1918 1854 1781 1714
is_linear=0
shrinkage=0.0312639


Tree=2860
num_leaves=29
num_cat=0
split_feature=1 3 4 1 2 4 12 2 12 3 48 11 43 15 2 4 15 16 16 43 13 16 43 3 1 15 3 16
split_gain=53.6294 13.2898 6.40588 3.77283 3.63593 4.10861 2.83 2.11036 2.10149 2.23255 1.84024 1.74139 2.24922 1.6267 1.45864 1.36438 0.918755 2.10326 1.32267 1.17424 0.901071 0.892667 0.709363 0.635515 0.628448 0.572447 0.30982 0.240385
threshold=0.10141500000000002 -0.055839999999999994 -0.013024999999999998 0.090485000000000024 -1.0000000180025095e-35 0.27287000000000006 0.088435000000000014 0.11005500000000001 0.090255000000000016 0.085315000000000016 0.10061000000000002 0.075910000000000019 0.0035900000000000007 -0.091059999999999988 0.087855000000000003 0.45363500000000007 -0.075694999999999985 -0.0048099999999999992 -0.050529999999999999 -0.083669999999999981 0.0019650000000000002 -0.034109999999999994 -0.00076499999999999995 -0.073629999999999987 0.096035000000000023 0.091230000000000019 -0.07908999999999998 -0.081634999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 -3 7 24 -6 9 11 -9 12 20 -4 -14 -7 18 25 -10 -19 22 -8 -1 -21 -5 27 -27 -18
right_child=1 4 13 6 5 15 21 10 16 -11 -12 -13 14 -15 -16 -17 17 19 -20 23 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0021409474766852341 0.0021631965209222802 6.1067335751814538e-05 0.00075783310755360455 0.0010125952444569831 0.0014658625625101603 2.0021258021364315e-05 0.0016813700687332192 0.0004108662444922767 0.0018364138801369076 0.0015111431577092382 0.0011879395083621157 0.0026043287910279735 0.0019971633334228212 0.0014390118951010716 0.0013526625206086631 0.00061849157283495177 0.0022490153329604934 0.0011529858524069482 0.0024291768352812187 0.0019061050881441538 0.0017940203253431404 0.0021462767576594837 0.0024947110176770189 0.001453840165393616 0.0014692349204736103 0.0016420941911642136 0.001929387640066612 0.0019699656133868103
leaf_weight=632 82 83 60 53 66 56 90 53 88 57 52 58 68 61 55 79 54 52 52 57 61 60 54 52 52 54 89 59
leaf_count=632 82 83 60 53 66 56 90 53 88 57 52 58 68 61 55 79 54 52 52 57 61 60 54 52 52 54 89 59
internal_value=0 0.000922683 0.00153051 0.00193966 0.000605405 0.000752951 0.00160887 0.00105473 0.00199434 0.00207595 0.000796 0.0021106 0.00207765 0.0011015 0.00170923 0.000370469 0.00184998 0.00178047 0.00205681 0.00151718 0.00213827 0.00186754 0.00216884 0.00169063 0.00123904 0.00194593 0.00182112 0.00210359
internal_weight=0 592 203 1797 389 306 255 171 1542 985 105 928 870 121 123 135 557 417 140 161 747 150 686 109 105 256 143 113
internal_count=2389 592 203 1797 389 306 255 171 1542 985 105 928 870 121 123 135 557 417 140 161 747 150 686 109 105 256 143 113
is_linear=0
shrinkage=0.00293013


Tree=2861
num_leaves=23
num_cat=0
split_feature=1 3 47 123 4 14 1 0 3 160 150 3 3 2 4 52 51 52 4 4 52 1
split_gain=64.8662 19.6508 5.78996 5.10442 4.43515 3.45263 3.38812 3.1278 3.99432 2.2015 2.19613 1.76697 1.42832 1.18234 1.19398 2.28996 1.87385 0.695599 0.905616 0.663141 0.564025 0.650896
threshold=0.10141500000000002 -0.055839999999999994 0.096770000000000009 1.0000000180025095e-35 -0.013024999999999998 0.062655000000000016 0.13554500000000003 -0.076539999999999983 0.085315000000000016 -0.057984999999999988 0.084680000000000019 0.0025650000000000004 -0.10468499999999999 0.089045000000000013 0.04105000000000001 0.0029250000000000005 0.030935000000000004 0.13796000000000003 -0.0073899999999999999 0.043850000000000007 0.10024500000000001 0.086665000000000006
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 4 6 5 -2 7 10 8 13 -9 11 -3 -6 17 16 -16 -15 18 -1 20 21 -11
right_child=1 2 -4 -5 12 -7 -8 9 -10 19 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0022966948568776046 0.0022939131310609991 0.00046362662585322826 0.0012273689197460796 0.0011727610545665373 0.0010107471710485345 0.0028773108472696851 -0.00017518409246488611 0.0014689685087463859 0.0013564814037562449 0.002283511322951539 0.00011982891135735002 0.0012308022334625104 0.0017032632395618526 0.0023916489517572777 0.0014601831191107899 0.0023373988985220173 0.0017575033081212595 0.0020094188945698052 0.0025749996988865429 0.0016914350487523746 0.0018281855040113927 0.0019244835660568017
leaf_weight=592 82 69 87 54 64 66 101 92 52 148 78 54 57 189 68 54 63 66 150 53 70 80
leaf_count=592 82 69 87 54 64 66 101 92 52 148 78 54 57 189 68 54 63 66 150 53 70 80
internal_value=0 0.000923871 0.000506312 0.0021345 0.00172385 0.00216428 0.000298478 0.00213619 0.00221843 0.00190704 0.000536656 0.000800711 0.00133725 0.00225632 0.00210791 0.00184874 0.00223325 0.00232498 0.002353 0.00202176 0.0020804 0.00215769
internal_weight=0 592 389 1797 203 1743 302 1677 1234 443 201 123 121 1182 374 122 252 808 742 351 298 228
internal_count=2389 592 389 1797 203 1743 302 1677 1234 443 201 123 121 1182 374 122 252 808 742 351 298 228
is_linear=0
shrinkage=0.00317166


Tree=2862
num_leaves=14
num_cat=0
split_feature=40 123 0 151 40 13 2 0 4 3 4 13 42
split_gain=1.65359 1.62033 1.02639 0.940385 0.664506 0.621161 1.39116 1.29996 0.90243 1.36965 0.597616 0.344172 0.37227
threshold=-0.08416499999999999 0.09394000000000001 -0.16242999999999996 0.085465000000000013 -0.099844999999999989 0.034905000000000012 0.14870000000000003 -0.00077999999999999999 -0.38908499999999996 -0.008649999999999998 0.30163500000000004 0.14247500000000005 -0.081159999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 5 -1 6 8 11 -4 -10 -2 12 -7
right_child=1 -3 3 -5 -6 7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.00051892093356059035 0.001424525876519528 -0.0035231196010198497 0.005859902984460692 0.0065758996637134857 -0.0047052207433667999 -0.00061247890554254802 0.0079074573555785576 -0.0021173672645255423 0.0025941507820903282 -0.00067184572751889931 -0.0028688863590657873 0.003931328212898039 0.0029109504731633998
leaf_weight=54 84 54 81 60 53 60 53 100 1402 157 62 96 73
leaf_count=54 84 54 81 60 53 60 53 100 1402 157 62 96 73
internal_value=0 0.002153 0.00229073 0.00247932 -0.00206543 0.00235759 0.00261407 0.00103668 0.00244279 0.00226502 -0.000396278 0.00241554 0.00131877
internal_weight=0 2282 2228 2082 107 2022 1693 329 1640 1559 146 229 133
internal_count=2389 2282 2228 2082 107 2022 1693 329 1640 1559 146 229 133
is_linear=0
shrinkage=0.0331775


Tree=2863
num_leaves=18
num_cat=0
split_feature=30 1 11 14 50 52 51 15 1 16 52 16 47 1447 403 16 403
split_gain=1.73504 1.09569 1.03725 0.929241 0.828809 0.808431 0.722309 0.957106 0.833588 0.761077 1.28643 0.680218 0.606616 0.478702 0.630431 0.666626 0.512262
threshold=0.086065000000000016 0.087840000000000015 0.083010000000000014 0.078235000000000013 0.11700000000000001 0.40438500000000005 0.0045000000000000014 -0.4680149999999999 0.11224000000000002 -0.0070899999999999991 -0.40011499999999994 -0.43370499999999995 0.079855000000000023 -0.085709999999999995 -0.081664999999999988 -0.013024999999999998 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 6 12 7 -3 -8 11 -11 -9 13 -1 15 -15 -16
right_child=-2 2 -4 -5 -6 -7 8 9 -10 10 -12 -13 -14 14 16 -17 -18
leaf_value=0.0047858892202738059 -0.0036527557286166632 0.0044274266367431035 0.0036549183454392072 -0.0017770877958726296 0.0034072880360454644 -0.00038253180690947216 -0.0043245546448028105 -0.0012954095110687962 0.0007227787931993456 0.0026886985678260785 -0.0027135253516852543 0.0017844461378681846 0.0048700020649066998 0.0016205428376584207 0.0047783509386012477 -0.0021114089306601973 0.0023135210979072598
leaf_weight=66 58 52 101 53 76 96 65 86 54 54 151 261 89 233 85 53 756
leaf_count=66 58 52 101 53 76 96 65 86 54 54 151 261 89 233 85 53 756
internal_value=0 0.00160728 0.000785206 0.00212409 0.000422049 0.00227437 0.000107805 0.000529816 -0.00203147 0.000162069 -0.00128894 0.00102021 0.00247358 0.00229453 0.00214834 0.000927836 0.00256302
internal_weight=0 2331 900 1431 799 1378 723 604 119 552 205 347 1282 1193 1127 286 841
internal_count=2389 2331 900 1431 799 1378 723 604 119 552 205 347 1282 1193 1127 286 841
is_linear=0
shrinkage=0.0300499


Tree=2864
num_leaves=16
num_cat=0
split_feature=4 2 123 16 14 3 11 0 0 4 0 4 123 4 2
split_gain=30.0074 12.0072 7.71105 2.78358 2.86398 2.6984 1.88 1.90142 1.5539 3.37211 1.72802 2.60963 1.45198 1.15374 1.03551
threshold=0.30163500000000004 0.14106500000000002 1.0000000180025095e-35 -0.49181999999999998 -0.41790499999999997 0.11745500000000002 1.0000000180025095e-35 -0.10891999999999999 -0.13314999999999996 0.0034000000000000007 -0.073574999999999988 -0.44205499999999992 0.085215000000000013 0.054560000000000004 0.11252000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 14 -5 6 8 -8 9 -1 13 -12 -4 -10 -2
right_child=3 -3 12 4 -6 -7 7 -9 10 -11 11 -13 -14 -15 -16
leaf_value=0.0011962379124792616 0.001535261490987515 0.00077295221506200264 0.0008806301768208547 0.0010469657258439951 9.3329764799140021e-05 0.0014917524211576724 0.0029162900586342327 0.0021719546141130835 0.0022149467510519483 0.0023150607773218053 0.0025167272656234896 0.0018175485073556102 0.0015940932206685021 0.0019013369243928615 0.00094562508851720286
leaf_weight=57 52 76 54 58 70 70 59 85 1105 52 65 318 62 134 72
leaf_count=57 52 76 54 58 70 70 59 85 1105 52 65 318 62 134 72
internal_value=0 0.00201172 0.00205738 0.000854275 0.000525711 0.00210478 0.00212765 0.00247716 0.00209856 0.0017303 0.00212328 0.0019363 0.00126226 0.00218106 0.00119317
internal_weight=0 2137 2061 252 128 1945 1875 144 1731 109 1622 383 116 1239 124
internal_count=2389 2137 2061 252 128 1945 1875 144 1731 109 1622 383 116 1239 124
is_linear=0
shrinkage=0.00317166


Tree=2865
num_leaves=17
num_cat=0
split_feature=3 2 43 133 3 52 157 3 52 43 3 457 3 51 51 2
split_gain=1.88317 0.796617 0.981655 0.943238 1.21572 1.43758 0.87573 0.91511 1.82469 1.0102 0.746957 0.673136 0.651498 0.867622 0.482508 0.328107
threshold=0.31370500000000007 0.11556500000000001 -0.46848499999999998 -0.026654999999999995 -0.031844999999999991 -0.036264999999999992 -0.14310999999999999 -0.016164999999999995 -0.089014999999999983 -0.012149999999999999 0.084735000000000019 0.062030000000000009 -0.10468499999999999 -0.043349999999999993 -0.08569499999999998 0.13712500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -4 11 -9 -10 -11 12 13 -8 -14 -6
right_child=-2 3 6 4 15 -7 7 8 9 10 -12 -13 14 -15 -16 -17
leaf_value=-0.0025552107854712146 -0.0040852760634843841 -0.0044463156223432465 -0.0016710743592020468 0.0085785263001908578 -0.0037779666836502269 0.00015453308010670577 0.00070888970355549217 0.0093595339063990701 -0.00071845016660618494 0.0082018679897318258 0.0025862449806767517 -0.00081739367702182741 0.0042807248763652448 0.0063941647136391538 0.0018267132899328507 0.00036010132348222737
leaf_weight=60 77 54 74 52 56 68 58 81 81 53 99 102 130 120 1136 55
leaf_count=60 77 54 74 52 56 68 58 81 81 53 99 102 130 120 1136 55
internal_value=0 0.00197294 0.00224232 8.6772e-05 0.00114822 0.00380832 0.00239137 0.00255321 0.00443017 0.00271478 0.004547 0.00217173 0.00238316 0.00454395 0.00207903 -0.00172391
internal_weight=0 2279 1994 285 231 120 1934 1860 314 233 152 1546 1444 178 1266 111
internal_count=2356 2279 1994 285 231 120 1934 1860 314 233 152 1546 1444 178 1266 111
is_linear=0
shrinkage=0.0381105


Tree=2866
num_leaves=12
num_cat=0
split_feature=12 34 151 0 13 1 1 0 160 1 16
split_gain=1.22524 0.785885 0.925896 0.845773 1.70918 1.01356 1.23691 0.662266 0.460332 0.847581 0.570565
threshold=-0.095574999999999979 -0.0011599999999999998 0.08357500000000001 -0.14216999999999999 -0.15310499999999996 0.12864500000000004 0.11551000000000002 -0.10891999999999999 -0.020454999999999997 0.10342000000000001 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 7 -6 -3 10 -10
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.002015911660994824 0.0041912395601908879 0.00067161404282478393 -0.0019496236174567731 -0.0032647253434201808 -0.0018794054814132905 0.0045162137715380442 -0.0024769468473484391 0.0014068027322164378 0.0032293352733907335 0.001166255490692234 0.007608573913837683
leaf_weight=102 78 56 79 75 55 80 79 1581 52 67 52
leaf_count=102 78 56 79 75 55 80 79 1581 52 67 52
internal_value=0 0.00128412 0.00117976 0.00129781 0.0010914 0.00127359 0.00112215 0.00129613 0.00299676 0.00375637 0.00542198
internal_weight=0 2254 2176 2097 1870 1795 1715 1636 227 171 104
internal_count=2356 2254 2176 2097 1870 1795 1715 1636 227 171 104
is_linear=0
shrinkage=0.0294607


Tree=2867
num_leaves=15
num_cat=0
split_feature=2 402 3 13 2 41 2 157 4 1456 15 43 13 151
split_gain=1.25494 0.61597 2.32779 0.769407 0.72729 0.629542 0.946979 0.826333 0.517155 0.518345 0.764038 0.498086 1.05657 0.763815
threshold=0.16730000000000003 0.083730000000000013 -0.094679999999999986 -0.084344999999999989 0.085885000000000017 0.075585000000000013 0.093200000000000019 -0.14310999999999999 -0.50388999999999984 -0.063824999999999979 -0.079109999999999986 -0.085054999999999978 0.056910000000000009 -0.0039699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 7 -7 -1 -9 10 -10 13 -13 -11
right_child=-2 2 3 4 -6 6 -8 8 9 11 -12 12 -14 -15
leaf_value=-0.0020360313740497129 -0.0039475825689337767 -0.0064092034294200764 -0.0012142466930160356 0.0055119013858240199 0.00065901293948925045 0.00083172715156143472 0.0069354784280188713 0.0044981987237548851 0.0023144627395439744 0.0044934613235298538 -0.002392359956851373 0.0013863728162859029 -0.0022690071665067016 0.001396704266435419
leaf_weight=79 52 53 86 57 77 56 52 54 60 130 93 1176 90 241
leaf_count=79 52 53 86 57 77 56 52 54 60 130 93 1176 90 241
internal_value=0 0.00116078 -0.000288804 0.00118408 0.00272589 0.00135579 0.00377379 0.00121981 0.00135949 0.00126461 -0.000544278 0.00143388 0.00112624 0.00248276
internal_weight=0 2304 273 220 134 2031 108 1923 1844 1790 153 1637 1266 371
internal_count=2356 2304 273 220 134 2031 108 1923 1844 1790 153 1637 1266 371
is_linear=0
shrinkage=0.032527


Tree=2868
num_leaves=12
num_cat=0
split_feature=2 10 2 151 43 43 1 50 400 0 3
split_gain=0.868225 0.885992 1.47927 0.662351 0.550583 0.61051 0.869764 1.68003 0.486276 0.552591 0.336285
threshold=0.16730000000000003 0.083760000000000015 -0.045829999999999989 0.08357500000000001 0.41667000000000004 0.0035900000000000007 0.079020000000000021 0.086295000000000011 -0.087679999999999994 -0.14012999999999998 -0.066424999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 10 -8 -4 -10 -7
right_child=-2 -3 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.0065883301913760156 -0.0034158879820689117 -0.0033609385498891281 -0.0019721047106314258 -0.0020336281801554409 0.0044266316208670924 0.00015400611706145953 -0.0072161446274675274 0.0011227621904764905 0.002848615856288077 0.0010962811735883602 0.0032730694249212462
leaf_weight=55 52 52 52 81 55 167 52 59 241 1438 52
leaf_count=55 52 52 52 81 55 167 52 59 241 1438 52
internal_value=0 0.00100451 0.00110547 0.00096805 0.00108312 0.000993723 -0.000339376 -0.0027805 0.00124808 0.00134802 0.000896255
internal_weight=0 2304 2252 2197 2116 2061 330 111 1731 1679 219
internal_count=2356 2304 2252 2197 2116 2061 330 111 1731 1679 219
is_linear=0
shrinkage=0.0338411


Tree=2869
num_leaves=21
num_cat=0
split_feature=4 3 3 43 3 43 39 3 4 15 3 16 13 16 52 51 49 16 43 15
split_gain=68.0008 20.4791 9.05195 10.128 4.15251 6.05912 3.8474 2.23447 2.17343 1.96467 1.9278 1.84499 1.27725 1.47556 1.71948 1.16898 1.10253 1.09588 1.02154 0.855598
threshold=0.30163500000000004 -0.065259999999999999 0.20828500000000003 -0.035884999999999993 0.13772500000000001 -0.0068249999999999986 0.081875000000000017 0.10812000000000001 0.053255000000000004 -1.0000000180025095e-35 -0.015259999999999998 -0.13644999999999999 -0.096444999999999989 0.041625000000000002 -0.54502499999999987 -0.085764999999999994 -0.014169999999999999 0.24579500000000001 0.053790000000000011 -0.097269999999999981
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 8 3 6 5 -2 -3 9 12 19 -8 -10 -1 15 -15 -14 -17 -16 -18 -5
right_child=4 2 -4 7 -6 -7 10 -9 11 -11 -12 -13 13 14 17 16 18 -19 -20 -21
leaf_value=0.0035173693177776235 0.00077349129782454428 0.0025723644366762838 0.0011286355849174994 0.0030473580373179894 0.00031012372923490514 0.0019066792095390889 0.0010828347162651951 0.0022586849339892895 0.0030569880423698226 0.0033369391649886232 0.0019120681249527006 0.0024041466885055492 0.0035749883672994464 0.0032122663478988695 0.0029055612360657282 0.0027323911254826267 0.0031899000783167158 0.0023814050085246108 0.0028868616104551796 0.0024986571419866551
leaf_weight=77 102 55 59 52 54 96 54 53 92 101 65 91 62 99 96 75 784 76 140 73
leaf_count=77 102 55 59 52 54 96 54 53 92 101 65 91 62 99 96 75 784 76 140 73
internal_value=0 0.00288471 0.00232163 0.00247693 0.00110616 0.00132309 0.00186383 0.00285917 0.00306578 0.00299984 0.00153607 0.00273254 0.00310904 0.00308541 0.00287086 0.00314017 0.00311315 0.00267416 0.00314402 0.00272719
internal_weight=0 2104 512 453 252 198 174 279 1592 226 119 183 1409 1332 271 1061 999 172 924 125
internal_count=2356 2104 512 453 252 198 174 279 1592 226 119 183 1409 1332 271 1061 999 172 924 125
is_linear=0
shrinkage=0.0032351


Tree=2870
num_leaves=14
num_cat=0
split_feature=4 132 12 0 43 0 0 4 13 52 12 124 0
split_gain=1.57173 0.740112 1.09706 1.26342 1.31259 1.79586 0.832143 1.14441 0.730397 0.593472 0.541614 0.503298 1.00266
threshold=0.5137400000000002 0.11793500000000001 -0.095574999999999979 0.11026000000000001 -0.0019149999999999998 -0.040094999999999992 -0.080474999999999977 0.0045450000000000013 -0.09219999999999999 -0.10271999999999999 0.090775000000000008 -0.082654999999999992 -0.10264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 7 -6 -4 -5 -8 -10 -13
right_child=-2 -3 3 9 5 -7 10 -9 11 -11 -12 12 -14
leaf_value=-0.002842591528873748 0.0058202384667799152 0.0050493249410727085 0.0045841808076588289 0.0023674134261149394 -0.0017671702099673397 -0.0043828571686732312 0.0054735777363874652 0.0016541601110869118 0.0045172672931209591 0.0073747457328718537 0.0014151049817455747 -0.0028484335454270243 0.0016452281961603478
leaf_weight=74 92 59 100 54 236 93 52 213 63 55 138 60 1070
leaf_count=74 92 59 100 54 236 93 52 213 63 55 138 60 1070
internal_value=0 0.00130681 0.00120664 0.00134723 0.00115595 1.03672e-05 0.000650322 -0.000143329 0.00180422 0.00489736 0.00252775 0.00157089 0.00140631
internal_weight=0 2267 2208 2134 2025 732 639 449 1293 109 190 1193 1130
internal_count=2359 2267 2208 2134 2025 732 639 449 1293 109 190 1193 1130
is_linear=0
shrinkage=0.0338411


Tree=2871
num_leaves=23
num_cat=0
split_feature=1 1 39 16 14 47 12 12 1 16 16 1 481 1 12 16 12 16 12 12 16 1
split_gain=90.6181 11.0587 9.36309 7.31642 6.39713 4.66482 2.98982 2.69334 2.50462 1.62358 1.6094 1.42738 1.22623 1.28223 1.35008 1.10298 0.743371 0.697696 0.545654 0.38821 0.0145332 0.0111752
threshold=0.10538500000000002 0.12394500000000001 0.081875000000000017 0.12292000000000002 0.054835000000000009 0.085505000000000012 0.054520000000000006 0.099815000000000015 0.092655000000000015 -0.038799999999999994 -0.088869999999999991 0.11367000000000001 -0.048124999999999994 0.080270000000000022 0.086885000000000004 0.12292000000000002 -1.0000000180025095e-35 -0.019749999999999993 0.11844 0.10411000000000002 -0.067914999999999989 0.11091000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 6 16 9 12 -4 -1 11 -2 17 15 -15 -14 -3 -8 19 -9 -21 -12
right_child=1 5 8 -5 -6 -7 7 18 -10 -11 21 -13 13 14 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0017426101790997013 0.001737756688640432 0.00037516986126431113 0.0020320336568529765 0.0023781548686199797 0.003528672282964173 0.0012272334920948066 0.0026429856980596553 0.0021093009536207173 0.0010761919380963506 0.0023717533553700844 0.00087908842444766927 0.0010191990076515681 0.0026631911171781939 0.0019214640566127394 0.0024760694721793087 0.0023137457831402027 -4.1326434700639366e-05 0.0030611712051910214 0.0019375887773004114 0.002477460156710856 0.0023702425746719409 0.00079953163477572203
leaf_weight=76 57 96 58 59 62 58 84 66 53 92 54 55 715 55 238 106 78 81 55 54 54 53
leaf_count=76 57 96 58 59 62 58 84 66 53 92 54 55 715 55 238 106 78 81 55 54 54 53
internal_value=0 0.000959621 0.00246984 0.00138633 0.00252691 0.000448157 0.00248983 0.00253465 0.00157595 0.00208734 0.00111898 0.0013852 0.00259152 0.00255343 0.00237208 0.00261812 0.00018827 0.00284848 0.00221685 0.00230493 0.00242417 0.000839998
internal_weight=0 510 1849 278 1738 232 1676 1508 111 168 219 112 1279 1114 293 821 174 165 229 174 108 107
internal_count=2359 510 1849 278 1738 232 1676 1508 111 168 219 112 1279 1114 293 821 174 165 229 174 108 107
is_linear=0
shrinkage=0.00317166


Tree=2872
num_leaves=20
num_cat=0
split_feature=4 12 12 43 11 133 0 0 15 39 4 4 151 47 1429 456 0 15 4
split_gain=28.5958 9.48444 3.60599 3.8745 2.805 2.26908 1.97301 2.07286 1.73111 1.53029 2.2334 1.94945 2.79668 1.17108 1.11026 1.15596 0.867528 0.822202 0.431877
threshold=0.27161500000000005 0.077755000000000005 0.10005000000000001 -0.051239999999999987 1.0000000180025095e-35 -0.081654999999999991 -0.046734999999999992 -0.10264999999999998 0.029300000000000003 0.093755000000000019 -0.37983499999999992 0.03851000000000001 -0.064619999999999983 0.10280000000000002 0.083810000000000009 0.085800000000000015 -0.14822499999999997 -0.023464999999999996 -0.010549999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 6 -1 7 -3 -6 10 -7 12 -12 14 15 -9 -5 -14 -16
right_child=2 4 -4 16 8 9 -8 13 -10 -11 11 -13 17 -15 18 -17 -18 -19 -20
leaf_value=0.0020479609513212246 0.00060879458420083589 0.0014904821520279018 0.00022721246657109168 0.001104839488528783 0.0021077647950362519 0.001968011580043655 0.0014647048935133148 0.00201510605699512 0.0027822786258855365 0.00096262612256856083 0.0017344034299456303 0.0018456151837242711 0.0012443682247250034 0.0016378795524615577 0.0015353642315953442 0.0024519943674944354 0.0015569150764903521 0.00079629410104987942 0.0019092788069861846
leaf_weight=54 94 73 52 63 79 65 69 1133 53 53 64 56 64 75 52 53 81 73 53
leaf_count=54 94 73 52 63 79 65 69 1133 53 53 64 56 64 75 52 53 81 73 53
internal_value=0 0.0018767 0.000913272 0.00106304 0.00197624 0.00149613 0.00194098 0.0019638 0.00237882 0.00141658 0.00149121 0.0013705 0.00123797 0.00198907 0.00200945 0.00203466 0.00135935 0.00100584 0.00172439
internal_weight=0 2069 290 238 1640 429 1508 1439 132 375 322 257 201 1366 1291 1186 144 137 105
internal_count=2359 2069 290 238 1640 429 1508 1439 132 375 322 257 201 1366 1291 1186 144 137 105
is_linear=0
shrinkage=0.00287267


Tree=2873
num_leaves=23
num_cat=0
split_feature=3 3 43 16 3 3 42 43 3 13 3 3 16 133 3 474 3 13 3 16 157 13
split_gain=33.5802 5.23947 7.51524 5.06641 4.89551 3.41585 3.11566 3.44958 1.43028 1.17405 2.08371 6.72148 0.935786 0.968633 0.649897 0.631257 0.627343 0.621564 0.554537 0.38093 0.334255 0.0492968
threshold=-0.06340999999999998 0.31343500000000007 -0.033174999999999989 -0.38959499999999997 0.10323000000000002 -0.14070999999999997 0.093045000000000003 -0.090809999999999988 0.12745000000000004 0.10637500000000001 -0.1535 -0.10175499999999998 0.037060000000000003 0.087720000000000006 0.08734500000000002 0.084410000000000013 -0.0020049999999999994 0.084330000000000016 -0.079594999999999985 -0.0048099999999999992 -0.0062799999999999991 -0.073949999999999988
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 6 5 14 -1 7 -2 -6 10 17 -12 15 18 16 20 -4 -5 -14 -11 -13 -15
right_child=1 -3 4 9 8 -7 -8 -9 -10 19 11 12 13 21 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0019552472327225125 0.0028306568560798259 0.0015570775337174355 0.0028161547767334067 0.0037316455700962684 0.0018499746437153051 0.0029342153415234055 0.0015175999265036055 0.0018826374664184808 0.0024665464465604436 0.0029433896289637841 0.0020210466575106868 0.0028995359506649651 0.003299515716271263 0.0026322825746099114 0.002638070173663294 0.0033775737875587145 0.0032049476781171302 0.0032625734787752238 0.0029043783747713697 0.0025741447653101516 0.0031305897825982883 0.0027858643754251019
leaf_weight=64 52 89 82 52 66 64 97 102 70 52 54 64 65 52 66 93 72 53 67 53 878 52
leaf_count=64 52 89 82 52 66 64 97 102 70 52 54 64 65 52 66 93 72 53 67 53 878 52
internal_value=0 0.00223537 0.00233477 0.00301748 0.00261426 0.00244498 0.00193822 0.00220296 0.00216756 0.0030652 0.00308779 0.00305548 0.0030994 0.00292755 0.00289026 0.00313856 0.00299814 0.00349518 0.0030992 0.00275731 0.00311493 0.00270938
internal_weight=0 696 607 1663 356 128 251 154 136 1535 1430 1325 1271 236 220 1035 154 105 132 105 942 104
internal_count=2359 696 607 1663 356 128 251 154 136 1535 1430 1325 1271 236 220 1035 154 105 132 105 942 104
is_linear=0
shrinkage=0.00298873


Tree=2874
num_leaves=14
num_cat=0
split_feature=402 52 42 41 34 2 159 47 2 52 4 12 402
split_gain=0.760745 0.832541 0.785836 0.870778 0.688028 0.880364 0.585487 0.727485 0.702387 0.632986 0.628515 0.308281 0.395921
threshold=0.088375000000000023 0.092320000000000013 0.13495000000000004 0.079395000000000007 -0.078549999999999995 -0.0091949999999999983 -0.0062899999999999996 0.11518500000000002 0.08400500000000001 -0.53937999999999986 -0.071794999999999984 0.087745000000000004 0.11522000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 -1 -6 8 9 -7 -8 -10 -2 -13
right_child=1 -3 -4 -5 5 6 7 -9 10 -11 -12 12 -14
leaf_value=0.0047884020264227231 0.0038177846958898027 0.0065286334281119737 0.005111985815583777 -0.00099849848909073342 -0.0014567930783873186 0.00089643720991984424 0.0037111241807862481 -0.0011822498930267392 0.0064286368781077512 0.0015628598903798686 0.0029445846417340085 0.0032259152659658667 -0.00013124903377378629
leaf_weight=58 85 52 53 89 65 95 115 69 52 1343 175 55 53
leaf_count=58 85 52 53 89 65 95 115 69 52 1343 175 55 53
internal_value=0 0.00340721 0.00177146 0.00168541 0.0018067 0.00171619 0.00182789 0.00160061 0.0029048 0.00173251 0.003744 0.00256467 0.00157567
internal_weight=0 245 2114 2061 1972 1914 1849 1527 322 1458 227 193 108
internal_count=2359 245 2114 2061 1972 1914 1849 1527 322 1458 227 193 108
is_linear=0
shrinkage=0.0277614


Tree=2875
num_leaves=20
num_cat=0
split_feature=4 12 12 2 2 1 4 13 11 457 2 12 1 12 13 156 12 4 42
split_gain=35.7178 10.4623 4.4351 4.25853 6.265 3.19175 2.13353 1.76841 1.71471 1.97152 1.70206 2.88912 1.00871 1.60872 1.4715 1.18459 0.848896 1.39258 0.729132
threshold=0.36766000000000004 0.077755000000000005 0.13820000000000002 -0.0091949999999999983 0.099145000000000025 0.12180500000000001 0.45363500000000007 -0.11255999999999998 0.088215000000000002 0.087195000000000009 0.11626500000000002 -0.013764999999999998 0.089790000000000023 0.090630000000000002 -0.13710499999999998 0.081415000000000015 -0.013764999999999998 -0.022999999999999996 0.10799000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 16 6 -2 -7 9 12 11 -6 14 -14 -3 -16 -5 -18 -15
right_child=5 2 -4 4 10 7 -8 -9 -10 -11 -12 -13 13 18 15 -17 17 -19 -20
leaf_value=0.0006177243152653344 0.00055188868518571106 0.0025176828579856502 0.0010924653366975771 0.002318118678150695 0.00090282312480949073 0.00071271659551398899 0.001453400966709239 -3.6397826218187824e-05 0.0025865744912879733 0.0026085437607078874 0.00084480032318319856 0.0018758559478034298 0.0013236380893438728 0.00202111035222775 0.0020298728657149497 0.0017167972075693286 0.0022114027899187792 0.001474116096106682 0.0015909583940317757
leaf_weight=56 54 57 54 61 57 52 52 81 52 52 85 67 56 180 1065 139 52 52 52
leaf_count=56 54 57 54 61 57 52 52 81 52 52 85 67 56 180 1065 139 52 52 52
internal_value=0 0.00187686 0.0019883 0.00143442 0.00155661 0.00058379 0.000994459 0.000256234 0.00201754 0.00199904 0.00119148 0.00142885 0.00197855 0.00180806 0.00201747 0.00199376 0.00201891 0.00184309 0.00192484
internal_weight=0 2137 1707 430 374 239 106 133 1653 1601 209 124 1549 288 1261 1204 165 104 232
internal_count=2376 2137 1707 430 374 239 106 133 1653 1601 209 124 1549 288 1261 1204 165 104 232
is_linear=0
shrinkage=0.00317166


Tree=2876
num_leaves=23
num_cat=0
split_feature=1 52 1 39 47 2 12 2 12 14 4 12 12 43 1455 1429 4 43 12 13 51 43
split_gain=62.8253 13.7925 9.6937 5.76954 5.07243 3.56849 4.09481 2.67896 2.71317 2.19457 1.86456 1.09383 0.978182 1.39319 1.28492 1.18144 1.01421 1.42818 0.995194 0.534859 0.293976 0.540258
threshold=0.10538500000000002 -0.40011499999999994 0.14882500000000001 0.081875000000000017 0.10648500000000001 0.13880500000000004 -0.010219999999999998 0.10161500000000002 0.086085000000000009 0.054835000000000009 0.41345000000000004 0.11589000000000001 0.091625000000000012 -0.12584499999999996 0.083295000000000022 0.084990000000000024 0.0015850000000000003 -0.038674999999999994 0.094185000000000005 -0.047309999999999998 -0.13217999999999999 -0.06513999999999999
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 4 7 5 6 -3 9 -9 12 -8 20 13 -1 15 -15 17 18 -14 -19 -10 -22
right_child=1 2 -4 -5 -6 -7 10 8 11 -11 -12 -13 16 14 -16 -17 -18 19 -20 -21 21 -23
leaf_value=0.0029081342406887477 0.0024653418937189983 0.00056254621097701226 -0.00038458326591280168 0.0015869276107774309 0.0017014828146117177 0.0002000049563921306 0.001698835079414291 0.0014959599068418749 0.0021634006399175367 0.0029435609748174395 0.00094932077331640952 0.0018565326226314249 0.0018420892384038447 0.0024609937545632451 0.0019825790280313337 0.0019787736006292279 0.0018828303347710937 0.0024019955990209059 0.0023114135234812206 0.0028157792272933465 0.0026431133159128344 0.002234174964523722
leaf_weight=56 60 103 52 102 88 64 78 61 62 70 55 59 69 830 67 53 64 78 124 52 62 67
leaf_count=56 60 103 52 102 88 64 78 61 62 70 55 59 69 830 67 53 64 78 124 52 62 67
internal_value=0 0.0010665 0.000875673 0.00230708 0.00104466 0.00085188 0.00102852 0.00234847 0.00208558 0.00240433 0.00138914 0.00222931 0.00237721 0.00242872 0.00240042 0.00243209 0.00224323 0.00231454 0.0021438 0.00256776 0.00234429 0.00243098
internal_weight=0 500 440 1876 388 300 236 1774 311 1463 133 250 1393 1006 950 883 387 323 193 130 191 129
internal_count=2376 500 440 1876 388 300 236 1774 311 1463 133 250 1393 1006 950 883 387 323 193 130 191 129
is_linear=0
shrinkage=0.00310948


Tree=2877
num_leaves=12
num_cat=0
split_feature=40 149 0 12 14 399 14 0 3 457 3
split_gain=1.36309 1.55395 1.63604 3.05155 0.862563 0.758812 0.79304 1.03491 1.09055 0.595746 0.271929
threshold=-0.08440499999999998 0.079000000000000015 0.0037850000000000002 0.085090000000000013 -0.10708499999999999 0.089300000000000004 0.018475000000000002 -0.10220499999999998 -0.080914999999999987 0.084485000000000018 -0.014044999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 -2 6 7 8 -6 -9 -4
right_child=1 -3 3 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-0.0016975403338202796 0.005432846648539001 0.0073661132732351173 -0.0058124476736566896 0.0031628163175854273 -0.00363866011653967 0.0051685602422236786 0.0049525916868795291 0.0020720110856715652 0.0011287139384505763 0.0049716753602493538 -0.0026756763029264583
leaf_weight=91 78 52 53 103 56 75 83 1432 231 70 52
leaf_count=91 78 52 53 103 56 75 83 1432 231 70 52
internal_value=0 0.00212582 0.00200364 -0.000583773 0.00226957 0.00214268 0.00202127 0.00188509 0.000197354 0.00220737 -0.00426212
internal_weight=0 2285 2233 208 2025 1947 1872 1789 287 1502 105
internal_count=2376 2285 2233 208 2025 1947 1872 1789 287 1502 105
is_linear=0
shrinkage=0.0306509


Tree=2878
num_leaves=25
num_cat=0
split_feature=1 16 123 2 2 3 3 2 3 15 3 13 13 50 49 16 3 42 16 13 50 16 13 4
split_gain=57.2775 11.8101 9.35799 4.47661 4.09294 2.39739 4.82357 3.94862 2.66694 2.32202 2.51484 2.45127 1.47905 1.23109 1.79158 1.27331 0.948592 1.1371 0.86101 0.776135 0.653481 1.23843 0.542269 0.471262
threshold=0.10538500000000002 0.25761500000000009 0.080635000000000012 0.11177500000000001 0.14823500000000003 -0.031844999999999991 0.045635000000000002 0.10575500000000002 0.30112000000000005 0.03981500000000001 -0.097574999999999981 0.071660000000000015 -0.04917499999999999 0.10877000000000002 0.09833500000000002 -0.0036549999999999998 -0.13795999999999997 0.088415000000000007 -0.072359999999999994 -0.06977499999999999 0.089030000000000012 -0.042349999999999992 0.00084500000000000016 -0.075414999999999982
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 4 3 9 5 7 -7 -2 -8 10 11 -1 -5 14 15 -12 -11 22 -15 -16 21 -19 23 -18
right_child=1 -3 -4 12 -6 6 8 -9 -10 16 13 -13 -14 18 19 -17 17 20 -20 -21 -22 -23 -24 -25
leaf_value=0.0016043061984667509 0.0020594723964804619 0.0021831302461857742 0.0013285553169093049 0.0022618686062276221 0.00039637060252214627 0.00048630675595067135 0.0017526078744187512 0.00096243962916288861 0.00089168952227505684 0.0029302114500242434 0.0024315396329830088 0.0023557261374372619 0.0016906681582705965 0.0023750578856500575 0.0023834773469852645 0.0027597167159345939 0.0026181635364118188 0.0026645505077013002 0.0018470524073708255 0.0018856043610329246 0.0020877617511603809 0.0022121181289646735 0.002410643316596179 0.0029217593482540492
leaf_weight=74 56 92 74 67 74 96 68 57 57 54 315 76 95 55 52 153 332 109 53 58 57 102 97 53
leaf_count=74 56 92 74 67 74 96 68 57 57 54 315 76 95 55 52 153 332 109 53 58 57 102 97 53
internal_value=0 0.00123449 0.00235074 0.00239269 0.00102051 0.00115869 0.000980777 0.00150638 0.00136028 0.00243867 0.00233011 0.00198523 0.0019271 0.00240548 0.00245947 0.0025389 0.0025515 0.0025242 0.00211623 0.00212125 0.00236991 0.00244599 0.00260991 0.00266004
internal_weight=0 500 1876 1802 408 334 221 113 125 1640 836 150 162 686 578 468 804 750 108 110 268 211 482 385
internal_count=2376 500 1876 1802 408 334 221 113 125 1640 836 150 162 686 578 468 804 750 108 110 268 211 482 385
is_linear=0
shrinkage=0.00293013


Tree=2879
num_leaves=19
num_cat=0
split_feature=4 13 13 4 4 12 4 12 43 3 13 49 3 3 4 157 43 4
split_gain=1.64721 1.30083 1.13347 0.896309 1.02045 1.18939 1.08874 0.956781 1.41654 1.26229 3.4853 1.05678 0.884633 0.672501 1.14937 0.880952 0.4646 0.128603
threshold=0.40124500000000002 -0.15714499999999998 -0.024504999999999996 0.076415000000000025 0.043850000000000007 0.095165000000000013 0.018150000000000003 0.083970000000000017 -0.091869999999999993 -0.0047649999999999993 -0.009329999999999998 -0.062709999999999974 -0.0037799999999999995 -0.16802999999999998 -0.15238499999999996 -0.097649999999999987 -0.0079299999999999978 0.50657000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 8 -1 10 -10 -11 16 -9 -15 -16 -5 -4
right_child=1 2 17 12 5 -7 -8 13 9 11 -12 -13 -14 14 15 -17 -18 -19
leaf_value=0.006062345953875504 0.0037417809670695357 -0.0056096281203668287 -0.0010845876786525932 0.0018393732764953429 -0.0032921111744615003 0.003314134942897784 0.0072369844090586352 0.0061515985318335627 0.0016730599571960576 0.0057964257765170356 -0.0078141761565654506 0.00039614795162611993 0.0084196987110870987 -0.0017185178574013692 -0.0014267630160841658 0.0030320291584144299 0.0056917121106977156 0.0012723486661634772
leaf_weight=54 60 64 53 95 78 52 53 64 124 62 69 126 52 67 53 1139 58 53
leaf_count=54 60 64 53 95 78 52 53 64 124 62 69 126 52 67 53 1139 58 53
internal_value=0 -0.000539986 -0.00205332 0.00247219 0.00224707 -0.000646834 0.002455 0.00231063 0.00093256 0.000204555 -0.00171688 0.00217901 0.00460198 0.00276346 0.00259094 0.00283347 0.0033021 9.04723e-05
internal_weight=0 230 170 2146 1941 130 1811 1758 435 381 193 188 205 1323 1259 1192 153 106
internal_count=2376 230 170 2146 1941 130 1811 1758 435 381 193 188 205 1323 1259 1192 153 106
is_linear=0
shrinkage=0.0338411


Tree=2880
num_leaves=31
num_cat=0
split_feature=1 3 2 1 52 16 2 2 2 3 16 13 1 13 3 42 50 43 13 4 13 43 42 42 52 42 160 42 43 52
split_gain=35.5423 7.91484 4.67895 4.14674 3.80296 3.65386 3.27462 3.03096 1.89284 1.59684 1.45612 1.17748 1.11784 1.08464 1.36441 1.00464 0.962432 0.771827 0.75941 0.644088 0.626644 0.696609 1.10202 0.598702 0.491713 0.481073 0.473458 0.764564 0.362455 0.120271
threshold=0.10124500000000002 -0.055839999999999994 0.14530500000000005 0.089625000000000024 0.11483500000000001 0.022165000000000004 0.10222000000000002 0.090485000000000024 0.088930000000000023 -0.008649999999999998 0.062365000000000011 -0.077274999999999996 0.11684000000000001 -0.09219999999999999 -0.064674999999999983 0.088305000000000008 0.089465000000000017 0.20019500000000004 -0.067909999999999984 0.054560000000000004 -0.087444999999999981 -0.088689999999999977 0.087365000000000012 -0.068494999999999986 0.0029250000000000005 0.085970000000000005 -0.071719999999999992 0.087005000000000013 -0.13868499999999997 -0.0092149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 8 5 9 18 15 13 -3 -8 19 -11 -1 20 -5 -17 23 -2 25 -15 28 -23 24 -13 -10 -25 -28 -22 -27
right_child=1 2 -4 7 -6 -7 10 -9 11 12 -12 17 -14 14 -16 16 -18 -19 -20 -21 21 22 -24 26 -26 29 27 -29 -30 -31
leaf_value=0.002524701609425068 0.0022627769554625613 0.0010601661508948211 0.0001445572622191989 0.002111862222285878 0.0017863158545184297 0.0014841785145924982 0.00088552309946052536 0.0011432168249543169 0.0024765182097420749 0.00071323074675960177 0.0016023729404023713 0.0019181935666011641 0.00012678477822264706 0.0018448879792479661 0.0025912766456817494 0.0014283077615650339 0.0019851795048968475 0.0015682817462770926 0.0017369920537998102 0.0018562956889961477 0.0021039036553374222 0.002292804263541063 0.0019081628672660354 0.0020929417762353577 0.0022788944690993584 0.0020195103999913824 0.0014831188619781948 0.0018966512329048157 0.0017758152793487564 0.0022116227727471557
leaf_weight=80 52 61 67 88 52 68 54 74 52 69 52 80 54 78 59 65 53 67 52 60 67 307 91 52 66 61 63 128 63 77
leaf_count=80 52 61 67 88 52 68 54 74 52 69 52 80 54 78 59 65 53 67 52 60 67 307 91 52 66 61 63 128 63 77
internal_value=0 0.00114225 0.000874367 0.00201381 0.00103511 0.000879965 0.00161537 0.00167355 0.00207945 0.000656492 0.00123749 0.00196588 0.000456031 0.00218702 0.00214635 0.0018639 0.0016787 0.00187312 0.0020002 0.00213496 0.00210298 0.00214104 0.00220494 0.00192554 0.00208147 0.00222279 0.00183171 0.00176042 0.00194516 0.00212694
internal_weight=0 581 371 1731 304 252 210 280 1451 184 106 706 123 745 665 206 118 456 104 250 606 528 398 389 146 190 243 191 130 138
internal_count=2312 581 371 1731 304 252 210 280 1451 184 106 706 123 745 665 206 118 456 104 250 606 528 398 389 146 190 243 191 130 138
is_linear=0
shrinkage=0.0030485


Tree=2881
num_leaves=27
num_cat=0
split_feature=1 52 52 1 2 4 16 3 2 16 39 3 0 12 4 0 12 2 16 1 2 4 4 403 403 2
split_gain=26.6633 4.79181 3.69924 3.35482 2.45058 2.94275 2.42645 1.94154 3.13676 1.38581 1.55269 2.06188 1.07498 0.849646 0.775003 0.722516 0.662228 0.550457 0.513269 0.490521 0.489874 0.460605 0.526712 0.425397 0.358123 0.313011
threshold=0.10538500000000002 -0.40492999999999996 -0.12647999999999995 0.089625000000000024 0.10836000000000003 -0.38908499999999996 -0.082354999999999984 -0.031844999999999991 0.11556500000000001 -0.019749999999999993 0.088655000000000012 0.149315 -0.079119999999999982 0.094955000000000025 -0.082249999999999976 -0.051594999999999995 0.082295000000000021 0.093565000000000023 -0.057579999999999992 0.092415000000000011 0.11500500000000001 -0.084284999999999985 -0.08916499999999998 -0.087914999999999979 -0.088654999999999984 0.092735000000000026
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=3 -2 -3 4 5 -1 -5 8 -4 10 11 -9 14 17 21 20 18 19 -16 -8 -6 22 -7 -18 -14 -26
right_child=1 2 7 6 15 12 13 9 -10 -11 -12 -13 24 -15 16 -17 23 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0027069402323753552 0.0020395782918287498 0.00035396358179473056 0.0018380425677308209 0.0012950334466979101 0.0016473080567332198 0.0023682227875343304 0.0020282068434845815 0.0017524285575924383 0.00092333024273069523 0.00067067306430643875 0.00077323305350382313 0.00099116099592463079 0.0020636706980274012 0.0021273376573795228 0.0020451261068509712 0.0014340256426067181 0.0017516365224355417 0.0015073101575158443 0.0024618341120194766 0.0016497371743222214 0.0020393701815182705 0.0024355525545046702 0.002044806418571043 0.0020190158750100782 0.0015894554759242694 0.0018746425517158834
leaf_weight=63 53 54 84 95 60 68 70 61 56 69 61 67 52 74 56 61 61 60 53 57 57 68 145 552 56 99
leaf_count=63 53 54 84 95 60 68 70 61 56 69 61 67 52 74 56 61 61 60 53 57 57 68 145 552 56 99
internal_value=0 0.00118869 0.00108884 0.00196568 0.00202958 0.00207563 0.00170513 0.00118847 0.00147239 0.00103428 0.00116686 0.0013542 0.00204273 0.00185428 0.00208345 0.00170012 0.00203109 0.00174605 0.00224804 0.00185859 0.00183859 0.00221786 0.00214821 0.00199246 0.00184528 0.00177181
internal_weight=0 505 452 1807 1451 1273 356 398 140 258 189 128 1210 261 1003 178 722 187 109 127 117 281 213 613 207 155
internal_count=2312 505 452 1807 1451 1273 356 398 140 258 189 128 1210 261 1003 178 722 187 109 127 117 281 213 613 207 155
is_linear=0
shrinkage=0.00298873


Tree=2882
num_leaves=24
num_cat=0
split_feature=1 52 1 52 1 11 16 0 4 40 16 16 16 16 4 52 52 1 0 402 16 0 4
split_gain=72.978 12.7394 5.84589 5.43947 4.49301 4.13988 3.9174 2.85896 2.34323 1.98268 1.97337 1.53518 1.31734 1.26866 1.50567 0.940582 0.915777 0.782294 1.95573 0.65868 0.380836 0.218275 0.207499
threshold=0.10538500000000002 -0.40492999999999996 0.089625000000000024 -0.083939999999999987 0.11481500000000001 1.0000000180025095e-35 -0.082354999999999984 -0.14582499999999995 0.018150000000000003 -0.037979999999999993 -0.36241499999999999 -0.38959499999999997 0.27776000000000006 0.037060000000000003 -0.37626499999999991 -0.42890999999999996 -0.012574999999999998 0.083835000000000007 -0.095584999999999989 0.02938 -0.0058249999999999994 -0.079724999999999976 -0.076184999999999989
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 -2 5 -3 7 8 -4 -5 13 -6 -10 -11 16 17 -15 -16 -8 18 -1 -20 -12 -18 -19
right_child=1 3 6 4 9 -7 12 -9 10 11 20 -13 -14 14 15 -17 21 22 19 -21 -22 -23 -24
leaf_value=0.0035245915764163574 0.0029694722004794103 0.00067819793989157121 0.0020032043692150814 0.0015498570317216296 0.0009729715303697196 0.0036631561452372015 0.0023310178695484037 0.0024848090734527844 0.0030286826134297675 0.0012199097634911244 0.0022873989274220089 0.0017857650546319118 0.0031423247801988939 0.0031944881143063379 0.0028259051902324471 0.0023544891089355958 0.0025920737542735189 0.0029240928999191649 0.0029634566620362567 0.0031971239282477331 0.0026010115993076077 0.0028487386173111666 0.0026759346994069291
leaf_weight=72 53 74 95 55 86 70 72 63 75 79 80 95 52 53 83 72 52 66 612 136 66 85 66
leaf_count=72 53 74 95 55 86 70 72 63 75 79 80 95 52 53 83 72 52 66 612 136 66 85 66
internal_value=0 0.00158266 0.00286796 0.00141997 0.0015651 0.00295229 0.00252415 0.0020493 0.00291624 0.00134523 0.00263291 0.00152904 0.00271364 0.00297019 0.00275695 0.00260713 0.00260683 0.00301675 0.00305156 0.00300598 0.00242939 0.00275155 0.00280026
internal_weight=0 505 1807 452 378 1451 356 118 1381 260 221 174 261 1160 208 155 209 952 820 748 146 137 132
internal_count=2312 505 1807 452 378 1451 356 118 1381 260 221 174 261 1160 208 155 209 952 820 748 146 137 132
is_linear=0
shrinkage=0.00298873


Tree=2883
num_leaves=19
num_cat=0
split_feature=1 130 3 3 42 157 42 4 42 2 481 42 42 4 1 151 49 42
split_gain=1.93769 1.82947 0.901337 0.830707 1.03686 1.25966 1.12979 0.814417 0.778662 0.650588 0.549519 0.476678 0.493819 0.603956 0.455403 0.397254 0.619601 0.359663
threshold=0.089625000000000024 -0.054924999999999995 0.13772500000000001 0.10812000000000001 -0.034284999999999989 -0.073574999999999988 0.096075000000000008 -0.42305999999999994 0.11159000000000001 0.08647500000000001 -0.087424999999999989 0.11551500000000002 0.10059500000000002 -0.11205499999999999 0.13752500000000004 -0.08483499999999998 -0.0055299999999999993 0.083955000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -6 9 -1 -8 -7 -9 12 13 -12 -4 17 -17 -15
right_child=1 2 14 -5 5 6 8 10 -10 -11 11 -13 -14 15 -16 16 -18 -19
leaf_value=0.0074542860581160121 -0.00386376835980573 0.0059426823479143843 -0.0021065133679825342 0.0062163837034164065 0.0056733498871145895 0.0015967585258542753 0.0058922707103760946 0.0007423658248137152 0.0010248023641688396 -0.0012226115526310043 0.00047214811589433653 0.0015039043559732404 0.0069128214391940435 0.0072928197737636858 0.0017915997915747611 0.0017376430669527104 0.0040922922414796531 0.0037395003630096239
leaf_weight=61 52 74 63 64 78 181 76 62 60 154 52 85 56 67 59 131 885 52
leaf_count=61 52 74 63 64 78 181 76 62 60 154 52 85 56 67 59 131 885 52
internal_value=0 0.00193178 0.00230472 0.00275331 0.002397 0.00191846 0.00129591 0.00384242 0.00374736 0.000299674 0.00368366 0.00382073 0.00397889 0.00384018 -0.00021857 0.00399419 0.00378903 0.00574297
internal_weight=0 861 809 687 623 549 471 1451 136 335 1390 1328 1243 1187 122 1135 1016 119
internal_count=2312 861 809 687 623 549 471 1451 136 335 1390 1328 1243 1187 122 1135 1016 119
is_linear=0
shrinkage=0.0318892


Tree=2884
num_leaves=20
num_cat=0
split_feature=13 3 49 52 51 16 13 16 3 12 158 51 482 3 474 51 133 12 3
split_gain=1.33676 0.60445 1.39131 0.871159 1.26307 0.855797 1.30294 1.07827 0.838751 0.675933 0.6699 0.43002 0.7265 0.575423 0.511801 0.670152 0.462397 0.332418 0.314579
threshold=0.23904000000000003 -0.072419999999999984 -0.085949999999999985 0.044705000000000002 0.095260000000000011 -1.0000000180025095e-35 -0.090139999999999984 0.27252000000000004 0.095555000000000015 -0.085719999999999977 0.10254000000000001 0.086090000000000014 0.099135000000000015 -0.075604999999999992 0.088510000000000019 -0.092119999999999994 0.0035300000000000006 0.090465000000000004 -0.083039999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 6 -4 -7 17 -8 11 12 13 14 15 -1 -13 -5 -12
right_child=-2 2 3 8 -6 7 9 -9 -10 -11 18 16 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00013656570118950929 -0.0012746679339171666 0.0072986995339018382 0.0043237056513744957 0.0040191883267465898 -0.0039529270075957567 0.0059407389208825621 -0.0041439217235927995 0.00038123749905137611 0.0067175396700784613 0.00019811496694854008 0.0074800739344728561 0.0061413204329717509 -0.00086545911980576281 0.006414663560936216 0.0055772396192503683 0.0029621830739067073 0.0022605854863998096 0.00095282875962048291 0.0038906005176940692
leaf_weight=103 89 53 70 65 52 87 53 69 62 154 57 95 55 53 72 920 53 98 52
leaf_count=103 89 53 70 65 52 87 53 69 62 154 57 95 55 53 72 920 53 98 52
internal_value=0 0.0028693 0.00211121 0.00172348 0.000930913 0.00151824 0.000409896 0.003484 0.00343031 -0.000911903 0.00326524 0.00306282 0.00285446 0.00303299 0.00286899 0.00267803 0.00475399 0.00217778 0.00577091
internal_weight=0 2223 763 710 485 433 277 156 225 207 1460 1351 1203 1148 1095 1023 148 163 109
internal_count=2312 2223 763 710 485 433 277 156 225 207 1460 1351 1203 1148 1095 1023 148 163 109
is_linear=0
shrinkage=0.0331775


Tree=2885
num_leaves=12
num_cat=0
split_feature=1 15 16 1455 148 48 50 16 15 11 43
split_gain=2.88355 1.07139 3.35734 0.795531 0.669875 0.544272 0.618655 1.22585 0.709065 0.543361 1.10418
threshold=0.14262000000000002 -0.41606999999999994 -0.41863499999999992 -0.072959999999999983 -0.081574999999999995 -0.065224999999999991 1.0000000180025095e-35 -0.015159999999999998 0.088685000000000014 0.078340000000000007 -0.097279999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 9 8 -8 10 -7
right_child=-2 3 -4 4 5 6 7 -9 -10 -11 -12
leaf_value=0.00548600123577606 -0.0043493760767214593 0.0062589168120262282 -0.0071191467932772024 -0.00089212927448081261 0.0061814853797199131 0.0052867807619156057 0.0018087637083444863 0.0076268113285809782 0.0051719497455709031 -0.00026411602238146723 0.0022047669921318853
leaf_weight=55 77 87 54 63 62 171 234 92 124 92 1230
leaf_count=55 77 87 54 63 62 171 234 92 124 92 1230
internal_value=0 0.00271566 -0.000755234 0.00289139 0.00274954 0.00286415 0.0027581 0.00392668 0.00297474 0.00240563 0.00258122
internal_weight=0 2264 109 2155 2068 2005 1943 450 358 1493 1401
internal_count=2341 2264 109 2155 2068 2005 1943 450 358 1493 1401
is_linear=0
shrinkage=0.0359124


Tree=2886
num_leaves=18
num_cat=0
split_feature=3 15 2 14 151 2 2 16 16 2 2 483 16 16 3 16 13
split_gain=60.6906 29.5353 16.095 8.99275 6.80158 6.5343 4.51996 3.0535 2.75644 2.61296 1.60697 1.11452 0.942389 0.784253 1.58996 0.950594 0.244642
threshold=0.30112000000000005 -0.37478999999999996 0.10527500000000002 0.076175000000000007 -0.065174999999999983 -0.007134999999999999 0.14234000000000005 0.51303500000000013 -0.034109999999999994 0.12665500000000005 0.091250000000000012 -0.070084999999999981 0.25032500000000008 0.0070300000000000007 -0.087784999999999988 0.25032500000000008 -0.035449999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -4 -3 7 8 16 -1 11 -7 -13 14 -12 -15 -6
right_child=-2 2 4 -5 6 10 -8 -9 -10 -11 13 12 -14 15 -16 -17 -18
leaf_value=0.0010900131148258376 -0.00037640144415408282 0.0014371004741797935 0.00075765670110381302 0.0034889830608741952 0.0019982700388085309 0.0027615622564615963 0.0010175238915322601 0.0025657068239856432 0.0014313240325052857 0.00021211705465625918 0.0016051783280970628 0.002405822493693584 0.0020758999753120156 0.0026174597603226711 0.0021998546753163469 0.0020917018562729944 0.0023015122805268807
leaf_weight=76 93 77 65 62 52 77 52 67 94 54 52 1024 89 71 223 60 53
leaf_count=76 93 77 65 62 52 77 52 67 94 54 52 1024 89 71 223 60 53
internal_value=0 0.0021364 0.00222298 0.00234788 0.00165707 0.00230557 0.00184081 0.00200163 0.00181156 0.000725599 0.00234745 0.00240422 0.00237947 0.00218098 0.00208753 0.0023769 0.00215165
internal_weight=0 2248 2118 1735 383 1673 318 266 199 130 1596 1190 1113 406 275 131 105
internal_count=2341 2248 2118 1735 383 1673 318 266 199 130 1596 1190 1113 406 275 131 105
is_linear=0
shrinkage=0.0030485


Tree=2887
num_leaves=26
num_cat=0
split_feature=1 3 1 12 43 15 12 1 0 1 40 12 1 16 52 15 15 15 402 16 133 1 402 13 15
split_gain=67.3575 12.4025 6.21636 3.78306 3.42533 2.8156 2.41218 2.18196 2.04964 1.94143 2.30106 1.59648 1.34061 0.958907 0.850408 0.819092 1.70987 1.38479 0.795706 0.778316 0.525132 0.513265 0.496453 0.392761 0.368588
threshold=0.10335000000000001 -0.055839999999999994 0.12007000000000002 0.11769500000000001 -0.049364999999999992 -0.091059999999999988 0.077755000000000005 0.088595000000000021 -0.13740499999999997 0.14262000000000002 -0.026419999999999996 0.090255000000000016 1.0000000180025095e-35 0.38845000000000002 -0.39430499999999996 -0.033689999999999991 -0.075694999999999985 0.094620000000000024 -0.038594999999999997 -0.069604999999999986 0.089135000000000006 0.092485000000000026 0.089785000000000018 -0.082264999999999991 -0.092534999999999992
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 5 4 6 -3 -2 7 12 -8 10 -4 14 -1 -7 -10 16 24 18 -17 -9 22 -19 -16 -22 -13
right_child=1 2 9 -5 -6 13 8 19 11 -11 -12 15 -14 -15 20 17 -18 21 -20 -21 23 -23 -24 -25 -26
leaf_value=0.0024537484902461891 0.001578522416319476 0.0011101023876715081 0.00062398412079401873 0.0020195740866228856 0.0020168214376991987 0.0020951647250130852 0.0033365881040150333 0.0019077443666730344 0.0031992834315261987 0.0004067915544614082 0.0014429013322714134 0.0025468296227794994 0.0030251696111794225 0.0026344790714440906 0.0028352611938590316 0.0025629625153207034 0.0021596356099681489 0.0024016563363021288 0.002981149882279442 0.0023999105326642919 0.0024536762647888147 0.002749375066154202 0.0030922440332966134 0.0028119701935343253 0.0028762999423934395
leaf_weight=77 54 66 61 66 86 53 61 52 63 68 62 61 72 69 555 54 80 107 183 67 54 62 80 61 67
leaf_count=77 54 66 61 66 86 53 61 52 63 68 62 61 72 69 555 54 80 107 183 67 54 62 80 61 67
internal_value=0 0.00150325 0.00117209 0.00272386 0.00162332 0.00214845 0.00275031 0.00248822 0.0027975 0.00081282 0.00103703 0.00277443 0.00273009 0.00240045 0.00286182 0.00265866 0.00250434 0.00273765 0.002886 0.00218511 0.00283343 0.00252941 0.00286769 0.00264401 0.00271954
internal_weight=0 519 343 1822 152 176 1756 268 1488 191 123 1427 149 122 813 614 208 406 237 119 750 169 635 115 128
internal_count=2341 519 343 1822 152 176 1756 268 1488 191 123 1427 149 122 813 614 208 406 237 119 750 169 635 115 128
is_linear=0
shrinkage=0.00298873


Tree=2888
num_leaves=12
num_cat=0
split_feature=1 150 147 49 0 1 1 1 150 0 3
split_gain=2.56775 1.02552 1.30708 1.25744 0.9255 0.871282 0.544508 0.609559 0.627253 0.647693 0.425734
threshold=0.13554500000000003 0.088985000000000009 0.085050000000000014 -0.05529499999999999 -0.074274999999999994 0.12030000000000002 0.11530500000000002 0.10932500000000002 0.084335000000000007 -0.14989499999999997 -0.080669999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -2 6 7 8 9 -1 -3
right_child=4 3 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0057196213603014322 -0.0050533570897063574 0.00096078028050623364 0.0078853024698288202 -0.0021661616050244479 0.00041413237579368702 -0.0003938410327283255 0.0063244049649710575 0 0.0065492643094013456 0.0028336412650845416 0.0050931733686609458
leaf_weight=87 54 53 58 92 83 80 53 70 54 1604 53
leaf_count=87 54 53 58 92 83 80 53 70 54 1604 53
internal_value=0 0.00284947 0.00306995 0.000614004 -0.0017384 0.0029264 0.00306878 0.00297352 0.00309291 0.00298233 0.00303025
internal_weight=0 2204 2006 198 137 1948 1868 1815 1745 1691 106
internal_count=2341 2204 2006 198 137 1948 1868 1815 1745 1691 106
is_linear=0
shrinkage=0.032527


Tree=2889
num_leaves=16
num_cat=0
split_feature=4 123 3 0 13 0 3 50 3 0 4 3 0 481 0
split_gain=30.1533 9.39112 6.57168 1.74153 1.28158 0.995631 1.74861 0.917545 1.41694 0.729377 0.715162 0.732441 0.668281 0.494178 0.830735
threshold=0.30163500000000004 1.0000000180025095e-35 0.11745500000000002 -0.068669999999999995 -0.11122999999999998 -0.17785499999999996 -0.010299999999999998 1.0000000180025095e-35 -0.15500999999999998 -0.071969999999999992 -0.082249999999999976 -0.082709999999999992 -0.13314999999999996 -0.048124999999999994 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -2 -7 8 -6 13 11 -10 -12 -9 -15
right_child=5 3 -4 -5 7 6 -8 9 10 -11 12 -13 -14 14 -16
leaf_value=0.002288998948828442 0.00097950056689125866 0.0013051198757749571 0.00096402491568060833 0.00057393334252600636 0.0014534447355446874 0.00083970010682329769 0.00022325381541677913 0.0022142043055641491 0.0019200392104839221 0.0023289076527815327 0.0015612961533224637 0.0023214426802518244 0.0018429996728167042 0.0022358970259953852 0.0018051127919087298
leaf_weight=74 59 71 78 57 90 84 95 57 262 58 91 54 937 55 219
leaf_count=74 59 71 78 57 90 84 95 57 262 58 91 54 937 55 219
internal_value=0 0.00179654 0.00184946 0.000979773 0.00188585 0.000628575 0.000512721 0.00186946 0.00183286 0.00200432 0.00185824 0.00198874 0.0018181 0.00194734 0.00189171
internal_weight=0 2103 1975 128 1897 238 179 1823 1434 389 1344 316 1028 331 274
internal_count=2341 2103 1975 128 1897 238 179 1823 1434 389 1344 316 1028 331 274
is_linear=0
shrinkage=0.00310948


Tree=2890
num_leaves=17
num_cat=0
split_feature=1 13 1446 1447 4 51 1 15 16 13 15 16 150 1429 16 133
split_gain=2.39845 1.15954 0.736313 1.31641 0.878693 0.920572 0.886525 0.705339 0.686843 1.3355 1.74967 1.37985 1.04283 0.945658 0.975345 0.652414
threshold=0.14846500000000004 -0.15310499999999996 0.087090000000000015 -0.08193499999999998 -0.11205499999999999 0.077225000000000016 0.099850000000000008 -0.080074999999999993 0.0048200000000000005 -0.061199999999999991 -0.045404999999999994 0.058765000000000005 0.11819500000000001 0.084690000000000015 -0.00093999999999999997 0.087985000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 6 -3 -1 12 11 -11 -10 13 14 -6 -13
right_child=-2 2 3 -5 8 -7 -8 -9 9 10 -12 15 -14 -15 -16 -17
leaf_value=0.0014583734716842999 -0.0049646969025038843 0.0011038490423575984 -0.0040243181737748632 0.0027102853637038333 0.0023312760476787938 0.008076152555382481 0.0063336572497756632 -0.0029489165155104687 -0.0019209568684788816 0.0013132180336415417 -0.0061221693363527662 0.0057569331010379737 0.0065554569664433423 -0.0019203455500545498 0.0068769194308458004 0.0014548751983666144
leaf_weight=81 52 89 53 73 1317 55 56 73 54 88 54 97 65 53 52 61
leaf_count=81 52 89 53 73 1317 55 56 73 54 88 54 97 65 53 52 61
internal_value=0 0.00209689 0.00229074 -0.000119768 0.00243972 0.00448905 0.00312603 -0.000628542 0.0022169 0.000927696 -0.00151188 0.00256339 0.00252358 0.00233904 0.00250419 0.00409821
internal_weight=0 2321 2167 126 2041 200 145 154 1841 354 142 212 1487 1422 1369 158
internal_count=2373 2321 2167 126 2041 200 145 154 1841 354 142 212 1487 1422 1369 158
is_linear=0
shrinkage=0.032527


Tree=2891
num_leaves=16
num_cat=0
split_feature=3 1453 52 1455 1 150 43 43 12 52 1212 12 3 2 3
split_gain=2.12398 0.632544 0.676521 0.664051 0.627382 1.34157 1.00617 1.11807 1.04962 0.487011 0.619246 0.651213 0.379557 0.475233 0.46076
threshold=0.31840500000000005 -0.064249999999999988 -0.56073999999999991 0.092615000000000017 0.077565000000000009 -0.075789999999999982 0.0035900000000000007 -0.0075499999999999986 0.090175000000000019 0.078180000000000013 0.088215000000000016 0.092255000000000018 -0.082404999999999992 0.092155000000000015 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 -6 7 -7 -8 10 11 -4 14 -14 -11
right_child=-2 2 3 -5 5 6 8 -9 -10 12 -12 -13 13 -15 -16
leaf_value=-0.0010520321533884038 -0.0045118668765206415 0.0062615975617327261 0.0030145959908966001 0.0058996071651232747 -0.0044276548549691203 0.0010245138200487959 -0.0052816691752943261 0.0039039604354719403 0.0015438720783325984 0.003131048164669525 -0.0020296592731524244 0.00030353003798011898 0.0060434190963827329 0.0028470379416849711 -0.00051844651414507774
leaf_weight=87 69 52 373 58 53 513 55 280 67 229 52 175 118 134 58
leaf_count=87 69 52 373 58 53 513 55 280 67 229 52 175 118 134 58
internal_value=0 0.00200884 0.00212913 0.0020297 0.00192298 0.00123654 0.00156505 0.00204171 -0.00153001 0.00250603 0.0017867 0.00214955 0.00330604 0.00434531 0.00239216
internal_weight=0 2304 2217 2165 2107 968 915 793 122 1139 600 548 539 252 287
internal_count=2373 2304 2217 2165 2107 968 915 793 122 1139 600 548 539 252 287
is_linear=0
shrinkage=0.0366306


Tree=2892
num_leaves=27
num_cat=0
split_feature=2 12 2 2 2 15 15 12 157 42 15 475 15 2 12 12 1213 42 1213 12 403 48 159 13 12 481
split_gain=26.2029 11.1031 5.50108 3.1494 2.48476 3.09627 2.01678 1.91109 1.69616 1.55662 1.28937 1.30534 1.70918 0.840008 2.06373 0.908031 0.967718 0.690916 0.645801 0.59262 0.570717 0.528806 0.469316 0.451117 0.351671 0.185605
threshold=0.13388500000000003 0.077755000000000005 -0.025904999999999994 0.10859000000000001 0.064660000000000009 -0.0053099999999999996 -0.097984999999999989 0.093270000000000006 -0.084639999999999979 0.093195000000000014 0.080840000000000009 -0.071829999999999991 -0.074254999999999974 0.085730000000000015 0.084710000000000021 0.089765000000000025 -0.086554999999999979 0.086635000000000004 -0.020279999999999996 0.10222500000000002 -0.088079999999999978 0.084725000000000009 0.082200000000000009 -0.04609499999999999 0.084885000000000002 -1.0000000180025095e-35
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 2 -1 4 -4 6 -6 8 24 -2 11 -9 19 15 -15 16 -10 -14 -12 -13 -18 25 -5 -20 -3 -16
right_child=9 7 3 22 5 -7 -8 10 13 -11 18 12 17 14 21 -17 20 -19 23 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00060479083039156607 0.00022072771687987734 0.0024307700765694171 0.0011245841442986402 0.0012163273902240348 0.0019558825539921711 0.0022648979559272901 0.0011895606732327539 0.0019966722886642445 0.0017016840293949881 0.00080582348105596524 0.0021495342727814422 0.0019226793523933687 0.0014485262450779695 0.0012081365531095034 0.0020513878100783512 0.0016843942969172196 0.0019005467617456142 0.0010327544319473421 0.0016086686151457735 0.0015190420782056763 0.0021838648135587583 0.0015884508100118596 0.0008502957147174914 0.0019164236822929344 0.0020925100675201046 0.0018519140356102665
leaf_weight=86 99 52 67 88 55 82 77 54 75 74 54 70 80 55 54 99 101 71 89 68 206 70 53 93 70 331
leaf_count=86 99 52 67 88 55 82 77 54 75 74 54 70 80 55 54 99 101 71 89 68 206 70 53 93 70 331
internal_value=0 0.00170364 0.00130817 0.00145143 0.00163821 0.00179886 0.00150911 0.00182235 0.00189648 0.000471188 0.00167981 0.00155989 0.00147816 0.00185453 0.00176764 0.00194659 0.00201446 0.00125325 0.00185398 0.00172402 0.00209076 0.0018352 0.00107897 0.00176611 0.00223695 0.00187998
internal_weight=0 2200 508 422 281 214 132 1692 1113 173 579 343 289 991 510 481 382 151 236 138 307 455 141 182 122 385
internal_count=2373 2200 508 422 281 214 132 1692 1113 173 579 343 289 991 510 481 382 151 236 138 307 455 141 182 122 385
is_linear=0
shrinkage=0.0030485


Tree=2893
num_leaves=31
num_cat=0
split_feature=2 12 10 2 15 12 2 49 15 12 41 2 15 2 43 2 15 13 43 481 15 133 12 2 50 133 15 2 15 2
split_gain=48.1526 22.905 8.3406 7.08651 4.54674 4.20222 4.12085 3.07207 2.26926 1.911 1.8186 1.60925 1.09015 0.931417 1.93589 0.820474 0.794312 1.7883 0.783448 0.731251 0.676607 0.617657 0.54026 0.610815 0.529366 0.424814 0.351743 0.187107 0.202916 0.146075
threshold=0.13388500000000003 0.077755000000000005 1.0000000180025095e-35 0.10859000000000001 -0.0053099999999999996 0.091475000000000015 0.16002500000000003 0.047620000000000003 0.079575000000000021 0.11167500000000001 0.075585000000000013 0.091070000000000012 -0.10981499999999998 0.088930000000000023 -0.012534999999999999 0.11756000000000001 -0.077559999999999976 0.055020000000000006 -0.076834999999999987 -0.084329999999999988 -0.05332499999999999 -0.056924999999999996 0.088125000000000023 0.082130000000000022 0.089030000000000012 -1.0000000180025095e-35 -0.058234999999999988 0.093595000000000025 0.092250000000000013 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 10 12 11 9 16 13 -1 -2 19 26 -5 18 20 -7 -3 -18 -10 23 -21 27 -24 -15 28 -23 -6
right_child=6 5 -4 15 29 8 -8 -9 21 -11 -12 -13 -14 14 -16 -17 17 -19 -20 22 -22 24 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001861643367378363 0.00063669876158435146 0.0023095534500887729 0.00061477956172505946 0.001093160966548665 0.0025296532594327901 0.0027201526179122231 -4.3658401628382733e-05 0.0024825995384752026 0.0028030424297122345 0.0017105697784979099 0.003134185480177925 0.0011842910080065087 0.0012577600305599089 0.0024232089434347301 0.0019700052082970388 0.0015837169939431418 0.0021608164984483454 0.0025847386565667802 0.0022338734168499347 0.0029795331209569479 0.0017213340690472353 0.0025477977212581245 0.0026526833996615849 0.0026650124814624038 0.0021576338355853504 0.0023456946277331842 0.0027375454937865777 0.0026071146369907572 0.002268732418973597 0.0027768354912568343
leaf_weight=96 54 66 59 87 52 54 63 55 52 82 59 53 56 66 72 54 64 56 83 74 75 55 100 365 57 83 80 95 54 52
leaf_count=96 54 66 59 87 52 54 63 55 52 82 59 53 56 66 72 54 64 56 83 74 75 55 100 365 57 83 80 95 54 52
internal_value=0 0.00229401 0.00171476 0.00185922 0.0021237 0.0024679 0.000589976 0.0018534 0.00228899 0.00213737 0.00260266 0.00162093 0.000953177 0.00256801 0.00238918 0.00128127 0.00224268 0.00211387 0.00242579 0.00262462 0.00192392 0.00248943 0.002658 0.00271811 0.00242682 0.00251363 0.00259568 0.00250188 0.00240985 0.00265356
internal_weight=0 2200 508 449 308 1692 173 204 727 414 965 149 110 906 218 141 332 195 137 688 139 313 622 439 261 183 146 204 109 104
internal_count=2373 2200 508 449 308 1692 173 204 727 414 965 149 110 906 218 141 332 195 137 688 139 313 622 439 261 183 146 204 109 104
is_linear=0
shrinkage=0.00310948


Tree=2894
num_leaves=26
num_cat=0
split_feature=1 3 14 0 1 4 0 4 12 15 12 47 0 12 4 4 159 0 4 15 4 3 12 4 2
split_gain=39.5364 8.64025 5.64068 4.78285 4.18077 2.87049 2.70734 3.4569 4.87659 2.06209 1.5007 1.22177 1.85181 0.852091 1.22604 1.06253 1.28626 0.725894 0.518848 0.509518 0.496128 0.681673 0.325352 0.670347 0.22134
threshold=0.10915500000000002 -0.055839999999999994 0.062655000000000016 -0.13314999999999996 0.14699000000000004 0.30163500000000004 -0.076539999999999983 -0.44205499999999992 0.08401500000000002 -0.10981499999999998 0.091545000000000015 0.085505000000000012 -0.10417499999999999 0.088005000000000014 0.032965000000000001 -0.0092149999999999992 -0.018749999999999996 -0.049744999999999991 -0.012889999999999999 0.085915000000000019 0.0030100000000000001 -0.082484999999999989 0.093595000000000025 -0.080584999999999976 0.091955000000000023
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=2 5 3 9 11 -2 13 10 -9 -1 -8 12 -3 15 22 16 -5 18 -10 -18 21 -17 23 -15 -24
right_child=1 4 -4 6 -6 -7 7 8 17 -11 -12 -13 -14 14 -16 20 19 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.0020077075532202058 0.0020188195330970364 0.0011317805525021371 0.0029214261517785901 0.0016943561423867581 -9.4970340461749021e-06 0.0011306920435428321 0.0026287776715950674 0.0010574318073633059 0.0020763911908627517 0.0012547214485092359 0.00194543468075351 0.0013070819333535196 0.00049289544783508968 0.0018726443682580828 0.0017633829951930586 0.0022969890061056582 0.0021411748100626017 0.0015912171347416781 0.0017736917894708812 0.002413261265191253 0.00223546552081634 0.0027314357281377219 0.0023606859712488755 0.0021763164238208185 0.0021244593445987406
leaf_weight=52 84 79 70 52 56 57 72 75 187 98 52 57 91 99 97 66 254 52 76 89 98 72 89 228 71
leaf_count=52 84 79 70 52 56 57 72 75 187 98 52 57 91 99 97 66 254 52 76 89 98 72 89 228 71
internal_value=0 0.00104331 0.00207066 0.00203895 0.000735931 0.00166002 0.0020843 0.00189831 0.00175701 0.00151597 0.00234248 0.000919969 0.000789981 0.00216295 0.00207827 0.00224128 0.00214382 0.00192347 0.00198904 0.00221187 0.00240426 0.00252389 0.00214092 0.00208448 0.00225606
internal_weight=0 424 1949 1879 283 141 1729 514 390 150 124 227 170 1215 584 631 395 315 263 343 236 138 487 327 160
internal_count=2373 424 1949 1879 283 141 1729 514 390 150 124 227 170 1215 584 631 395 315 263 343 236 138 487 327 160
is_linear=0
shrinkage=0.0030485


Tree=2895
num_leaves=15
num_cat=0
split_feature=3 4 14 15 4 3 42 150 42 2 151 1456 3 160
split_gain=2.18631 1.97773 1.84732 1.81662 1.32129 2.15383 1.211 1.26271 0.826386 0.821451 0.744913 0.785996 0.709765 0.556708
threshold=-0.008649999999999998 -0.38908499999999996 0.054835000000000009 -0.036064999999999993 -0.11205499999999999 -0.15680499999999997 0.091090000000000018 1.0000000180025095e-35 -0.14509999999999998 0.12827000000000002 0.015440000000000001 -0.15824499999999997 -0.15078499999999997 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 5 -1 7 9 -6 -3 11 -10 -13 -14
right_child=1 3 -4 -5 8 -7 -8 -9 10 -11 -12 12 13 -15
leaf_value=0.0033321302624753127 0.006096784525433145 0.0053091242897407029 0.0087604038416155307 -0.0047264892213651922 0.0061257716774068159 -0.0055142957176809691 -0.003758922435157025 -0.0016223512955255049 0.0065092501168558361 0.00024929645572763974 0.0065771289243871057 -0.0012446320256003876 0.0038290829516339068 0.0022258348338762765
leaf_weight=69 57 101 58 95 85 58 58 86 56 58 55 58 316 1169
leaf_count=69 57 101 58 95 85 58 58 86 56 58 55 58 316 1169
internal_value=0 0.000200615 0.00280997 -0.000642903 0.00262483 -0.000705125 0.000636237 0.0016782 0.00286822 0.00346567 0.0027006 0.00256703 0.00242372 0.00256724
internal_weight=0 455 1924 398 1866 127 303 245 1739 159 1654 1599 1543 1485
internal_count=2379 455 1924 398 1866 127 303 245 1739 159 1654 1599 1543 1485
is_linear=0
shrinkage=0.0338411


Tree=2896
num_leaves=21
num_cat=0
split_feature=12 2 2 2 2 14 3 12 0 0 3 12 0 156 39 3 51 0 132 2
split_gain=42.1117 13.8535 9.66997 12.9108 5.03471 4.13353 3.30718 2.57678 2.55188 2.08432 1.91294 1.79363 1.67418 1.33038 1.22541 1.11944 0.585196 0.570417 0.53502 0.575684
threshold=0.077755000000000005 0.13733000000000004 0.11626500000000002 0.064660000000000009 0.099675000000000014 0.054835000000000009 0.085315000000000016 0.091255000000000017 -0.057279999999999991 -0.10946999999999998 -0.15078499999999997 -0.089089999999999989 -0.14454499999999995 0.088610000000000008 0.087015000000000009 -0.107915 -0.085574999999999984 -0.096594999999999986 0.078205000000000011 0.08673500000000002
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 5 3 11 6 7 -5 9 14 -2 -9 -1 -6 15 -4 -12 -11 -17 19 -18
right_child=1 -3 8 4 12 -7 -8 10 -10 16 13 -13 -14 -15 -16 17 18 -19 -20 -21
leaf_value=0.0012050138002211231 0.0017329729249636666 0.00065068362596355518 0.0011702440262904745 0.0028511895908938968 0.0011874856711131076 0.0030884638072463523 0.0018972557354670354 0.0015568856958492507 0.00018824737789628894 0.0026246784012838478 0.0025558549925325663 0.00049181652311213017 0.0018359523865494635 0.0016610611963501956 0.00057583246857377101 0.0018223590681162793 0.0023869785259781531 0.0021594382230826405 0.0026396149631607714 0.0022117617269565622
leaf_weight=54 52 52 86 62 73 53 75 59 59 75 64 84 76 52 52 53 454 495 53 296
leaf_count=54 52 52 86 62 73 53 75 59 59 75 64 84 76 52 52 53 454 495 53 296
internal_value=0 0.00220161 0.00127797 0.00153734 0.00190694 0.00224886 0.0023292 0.00222192 0.000719573 0.00232835 0.00208498 0.00077113 0.00151847 0.00213186 0.000946499 0.00217181 0.00236357 0.0021269 0.00233915 0.00231787
internal_weight=0 1758 621 424 286 1706 137 1653 197 930 723 138 149 664 138 612 878 548 803 750
internal_count=2379 1758 621 424 286 1706 137 1653 197 930 723 138 149 664 138 612 878 548 803 750
is_linear=0
shrinkage=0.0030485


Tree=2897
num_leaves=25
num_cat=0
split_feature=4 12 2 2 12 2 4 16 12 2 16 41 4 43 2 158 4 1210 13 51 159 16 16 4
split_gain=50.7907 21.0831 7.37292 11.2472 4.06607 3.87044 3.35174 2.83961 2.78055 2.60129 2.4135 1.99433 1.87068 0.925608 1.36138 0.764004 0.71031 0.705747 0.57479 0.529427 0.522673 0.426383 0.339433 0.260461
threshold=0.30163500000000004 0.077755000000000005 -0.0091949999999999983 0.10981000000000002 0.091255000000000017 0.12708000000000003 -0.057539999999999994 -0.4714549999999999 -0.036614999999999988 0.12454500000000002 -0.011989999999999999 0.075585000000000013 0.053255000000000004 -0.0019149999999999998 0.089165000000000008 0.07968500000000002 0.50973500000000016 -0.056299999999999996 -0.08131999999999999 -0.085574999999999984 -0.084934999999999997 0.21684500000000004 -0.10654499999999999 -0.080584999999999976
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 2 -1 6 11 7 -4 -2 -8 12 -5 13 17 15 23 19 -7 -6 -19 -3 -21 -20 -14 -15
right_child=5 4 3 10 9 16 8 -9 -10 -11 -12 -13 22 14 -16 -17 -18 18 21 20 -22 -23 -24 -25
leaf_value=0.00070938548984678259 0.0014904536913450098 0.0027257379065116342 0.0026212927010591052 0.0014396053297774944 0.0020003378157734566 0.00068335021672547675 0.0023359609791326077 0.00069207763613448995 0.0015483002590025478 0.0016009416603173798 0.00061609809878043114 0.0030372052730462586 0.0020674916315439299 0.0023148469733572288 0.0018782544877600804 0.0027631014255741887 0.00021184138492042154 0.0026372817228877692 0.002366757893943396 0.00222077881947417 0.0024769802845566145 0.0021617460076038212 0.0017387539841372921 0.0025711670701174813
leaf_weight=60 91 62 85 68 54 54 68 62 82 55 52 52 54 82 52 85 52 53 359 79 488 115 54 61
leaf_count=60 91 62 85 68 54 54 68 62 82 55 52 52 54 82 52 85 52 53 359 79 488 115 54 61
internal_value=0 0.0022225 0.0016416 0.00179907 0.00236388 0.000874706 0.00216458 0.00116713 0.00190558 0.00220408 0.00108301 0.00248756 0.00225218 0.00245608 0.00227892 0.00250442 0.000452333 0.00231696 0.00234934 0.00246942 0.00244134 0.00231708 0.00190341 0.0024244
internal_weight=0 2120 415 355 1705 259 235 153 150 744 120 961 689 909 195 714 106 581 527 629 567 474 108 143
internal_count=2379 2120 415 355 1705 259 235 153 150 744 120 961 689 909 195 714 106 581 527 629 567 474 108 143
is_linear=0
shrinkage=0.00287267


Tree=2898
num_leaves=17
num_cat=0
split_feature=4 2 2 16 14 150 14 2 51 16 16 48 1429 16 151 2
split_gain=50.2156 14.9916 13.4175 7.79449 4.65662 3.87848 3.2516 2.9248 2.55267 2.2527 4.02355 1.95805 1.76616 1.56621 1.00324 0.200789
threshold=0.30163500000000004 0.12131500000000002 -0.0091949999999999983 -0.4714549999999999 -0.41790499999999997 0.08926000000000002 0.062655000000000016 0.10124000000000001 -1.0000000180025095e-35 0.25761500000000009 -0.027864999999999997 0.08955500000000001 0.083810000000000009 0.25032500000000008 -1.0000000180025095e-35 0.11123500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 -5 6 7 12 -7 10 -9 -3 13 -4 -2 -11
right_child=3 11 5 4 -6 8 -8 9 -10 15 -12 -13 -14 -15 -16 -17
leaf_value=0.0010854023668370814 0.0010581801063993183 0.0016506288975357611 0.0026251101377210173 0.00095645805008493076 -0.00030729230284040908 0.0023431680155390835 0.0032205016170208083 0.0023578530025490404 0.0014377451518033152 0.0024296700910274621 0.001350578250664167 0.00085383329930534572 0.0021115801553248069 0.0022147637655026277 0.0016253326970909194 0.0027131126947758937
leaf_weight=74 56 77 1226 56 67 77 69 110 57 61 67 56 86 107 80 53
leaf_count=74 56 77 1226 56 67 77 69 110 57 61 67 56 86 107 80 53
internal_value=0 0.00236748 0.00243788 0.000858272 0.000267793 0.00249018 0.00253023 0.00250235 0.00195828 0.00220605 0.00197676 0.0013154 0.00256309 0.0025922 0.00139205 0.00256175
internal_weight=0 2120 1987 259 123 1913 1779 1710 134 291 177 133 1419 1333 136 114
internal_count=2379 2120 1987 259 123 1913 1779 1710 134 291 177 133 1419 1333 136 114
is_linear=0
shrinkage=0.0032351


Tree=2899
num_leaves=19
num_cat=0
split_feature=1 52 52 16 16 43 10 0 3 0 49 160 1453 1 3 0 49 156
split_gain=2.61756 1.56357 2.47913 1.17096 2.01065 0.909483 1.66524 0.823903 0.731409 1.3886 0.700032 0.675802 0.585693 0.673592 1.84839 1.01412 0.45558 0.317859
threshold=0.089275000000000007 -0.40011499999999994 -0.15824499999999997 0.03851000000000001 -0.0092499999999999978 0.085460000000000022 -1.0000000180025095e-35 -0.023359999999999995 0.085315000000000016 -0.10147999999999999 -0.051259999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081540000000000015 -0.11756999999999999 -0.082234999999999989 0.12001000000000002 0.087515000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 7 -3 4 5 6 -4 -2 9 11 -8 -1 -11 14 -14 -15 17 -16
right_child=1 2 3 -5 -6 -7 10 -9 -10 12 -12 -13 13 15 16 -17 -18 -19
leaf_value=0.0038582579627445741 0.0077314862860984584 -0.0056487591280238976 -0.0036932873065297716 0.0047028250890952059 -0.0041935443678930567 0.0051353610525766806 -0.0010968140452366282 0.002165422598273526 0.00033439330250884598 0.0063194277711060764 0.0024520623899525859 0.0083949822221380879 -0.0028508598595456992 0.0030164092211529361 0.003312933073677026 0.0089554311305592004 0.00063354728541854387 0.0054262032516959255
leaf_weight=55 57 57 67 98 73 66 71 56 68 71 339 96 54 72 880 53 63 83
leaf_count=55 57 57 67 98 73 66 71 56 68 71 339 96 54 72 880 53 63 83
internal_value=0 0.00140225 0.000877994 0.00139952 0.000873435 0.00155527 0.00105918 0.00497616 0.0036358 0.00379287 0.00183665 0.00674483 0.00344327 0.00327351 0.00301118 0.00553733 0.00332004 0.00349543
internal_weight=0 884 771 714 616 543 477 113 1495 1427 410 151 1276 1205 1080 125 1026 963
internal_count=2379 884 771 714 616 543 477 113 1495 1427 410 151 1276 1205 1080 125 1026 963
is_linear=0
shrinkage=0.032527


Tree=2900
num_leaves=22
num_cat=0
split_feature=3 3 43 16 3 16 0 13 16 48 132 15 1429 16 1429 151 1213 13 15 160 16
split_gain=33.2911 12.7233 15.5641 6.14011 5.32719 3.87918 3.06543 1.67086 1.49078 1.35589 1.24841 1.55257 1.53959 1.03101 1.85097 0.903489 0.847889 0.834832 0.799272 0.748026 0.819919
threshold=-0.063814999999999997 0.30112000000000005 -0.042649999999999993 -0.41163499999999992 -0.14265999999999998 -0.12029499999999999 -0.21196999999999996 -0.011494999999999998 0.059920000000000008 0.082665000000000016 0.086775000000000005 0.081915000000000016 0.083420000000000008 0.062365000000000011 0.085435000000000011 -0.08718999999999999 0.060985000000000004 -0.033649999999999992 0.087010000000000018 -0.41947499999999993 0.25032500000000008
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 5 4 -1 -2 9 -7 17 -4 12 -12 15 14 -14 -5 19 -8 -18 -17 -21
right_child=1 -3 6 10 -6 7 8 -9 -10 -11 11 -13 13 -15 -16 16 18 -19 -20 20 -22
leaf_value=0.00094325109330085845 0.00045360520568699656 0.00049317060270899688 0.001276108556736209 0.001973793910406166 0.0022081749938859252 0.0016515673364599984 0.0017905863529793331 0.0010276231472834457 0.0025703502732836499 0.0019686944005096094 0.00176204948661909 0.0024122520269511056 0.0028366850108539157 0.0029381339107956827 0.0020381921852678361 0.002057443408230354 0.0027980349752189312 0.0022487830594925041 0.0023268055120145969 0.0023794006417919645 0.0021327760426400211
leaf_weight=57 71 102 52 66 68 73 61 89 88 54 76 63 56 65 53 98 71 98 66 802 152
leaf_count=57 71 102 52 66 68 73 61 89 88 54 76 63 56 65 53 98 71 98 66 802 152
internal_value=0 0.00148729 0.00166028 0.00228272 0.00163163 0.00104847 0.00206401 0.00130898 0.00225046 0.00162924 0.00233461 0.00205698 0.00236159 0.00263174 0.00244873 0.00232411 0.00234352 0.0020732 0.00257126 0.00231384 0.00234014
internal_weight=0 688 586 1693 125 233 353 162 247 106 1568 139 1429 174 109 1255 1189 159 137 1052 954
internal_count=2381 688 586 1693 125 233 353 162 247 106 1568 139 1429 174 109 1255 1189 159 137 1052 954
is_linear=0
shrinkage=0.0030485


Tree=2901
num_leaves=11
num_cat=0
split_feature=15 160 447 11 11 49 12 3 483 49
split_gain=1.66655 2.00557 1.10251 1.1361 1.8129 1.38007 0.802553 1.16884 0.833101 0.545627
threshold=-0.25061999999999995 -0.013514999999999998 0.089095000000000021 0.077415000000000012 0.086080000000000018 -0.15031499999999998 -0.094939999999999983 0.11745500000000002 -0.095689999999999983 -0.085949999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 -7 8 -8 -10
right_child=2 -3 -4 4 -6 6 7 -9 9 -11
leaf_value=0.0035690117301128785 -0.0022103955688671621 -0.0032954061887924767 -0.001168384009689796 0.010368731031573444 0.0028081048003068833 0.0068886808554860087 0.0062196422057876734 -0.00084944417101378016 0.0060227281532472549 0.0028074569141568473
leaf_weight=80 55 103 67 57 82 55 85 84 58 1655
leaf_count=80 55 103 67 57 82 55 85 84 58 1655
internal_value=0 -0.00029267 0.0029363 0.00306551 0.005911 0.00286678 0.00301112 0.00289762 0.00307287 0.00291652
internal_weight=0 183 2198 2131 139 1992 1937 1882 1798 1713
internal_count=2381 183 2198 2131 139 1992 1937 1882 1798 1713
is_linear=0
shrinkage=0.032527


Tree=2902
num_leaves=15
num_cat=0
split_feature=4 481 150 52 12 4 155 12 2 160 40 43 42 43
split_gain=1.35015 1.02275 1.07326 1.00975 0.890975 0.829262 0.921473 0.814681 0.718309 0.647918 0.580969 0.553699 0.911819 0.868131
threshold=0.40124500000000002 0.0028200000000000005 0.12068000000000002 0.51400500000000016 1.0000000180025095e-35 -0.16772499999999999 1.0000000180025095e-35 -0.042789999999999988 0.099145000000000025 -0.45095499999999994 -0.050459999999999998 0.10894500000000001 -0.038454999999999996 0.061400000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 6 8 10 -1 -7 -2 13 -13 -11
right_child=4 -3 -4 -5 -6 9 -8 -9 -10 11 -12 12 -14 -15
leaf_value=0.009603124533191152 0.0019635604536635131 0.0076812211727938099 -0.0024652801252862842 -0.0013883841614958261 -0.0036951427742856215 -0.0008467750694780478 0.0015651891190587596 0.0044069234440960812 0.0042072385181370769 0.0027520662511591153 -0.0034027337058612842 0.0024559144858823175 0.0078562821369687046 -0.0018787718426030687
leaf_weight=64 52 53 52 73 65 65 62 65 64 1495 52 94 71 54
leaf_count=64 52 53 52 73 65 65 62 65 64 1495 52 94 71 54
internal_value=0 0.00275069 0.00262571 0.00275554 -0.000120461 0.00290937 0.00516669 0.00125215 0.00690818 0.00266807 -0.0007159 0.00280159 0.00478203 0.00259038
internal_weight=0 2147 2094 2042 234 1969 190 169 128 1779 104 1714 165 1549
internal_count=2381 2147 2094 2042 234 1969 190 169 128 1779 104 1714 165 1549
is_linear=0
shrinkage=0.0359124


Tree=2903
num_leaves=19
num_cat=0
split_feature=4 2 12 0 3 3 2 4 3 0 0 51 43 3 4 3 4 3
split_gain=69.027 19.9238 11.3853 9.00544 8.43143 4.97302 2.47014 2.25908 4.64451 2.05491 1.95925 1.94369 1.93862 1.31215 1.68953 1.01712 0.654907 0.433438
threshold=0.30163500000000004 0.10859000000000001 -0.011819999999999999 -0.071844999999999978 -0.059629999999999996 0.149315 0.14794000000000004 -0.1075 0.09037000000000002 -0.063519999999999979 -0.11912999999999999 0.077225000000000016 -0.024279999999999996 -0.044759999999999994 0.0030100000000000001 -0.096099999999999977 -0.50547999999999982 -0.076969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 12 10 11 9 13 -6 16 -2 14 -9 -3 -4 -17
right_child=5 4 7 -5 6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=0.0024393304325448935 0.00088799732579064139 0.0020231040293128633 0.0030652871464750425 0.00098931739626465041 0.001292550616585402 0.00020750558746650345 0.00094529089638030418 0.002767813001495967 0.0018599232409809269 0.0021872043589689287 0.0020380905692916713 0.0034815608534258234 0.0014499455832920852 0.0031658802058593459 0.0024962120045334568 0.0026960776728771584 0.0026417044619744586 0.0023411588518326061
leaf_weight=92 94 52 54 54 53 53 52 1095 52 56 60 53 102 56 221 52 67 63
leaf_count=92 94 52 54 54 53 53 52 1095 52 56 60 53 102 56 221 52 67 63
internal_value=0 0.00254084 0.00265781 0.00190323 0.00190659 0.000973591 0.00145458 0.0027244 0.00268853 0.00271868 0.00168868 0.00302933 0.00118059 0.00274036 0.00272223 0.002353 0.00283099 0.00250191
internal_weight=0 2132 1800 146 332 249 165 1654 1480 1428 113 174 196 1372 1316 167 121 115
internal_count=2381 2132 1800 146 332 249 165 1654 1480 1428 113 174 196 1372 1316 167 121 115
is_linear=0
shrinkage=0.00281635


Tree=2904
num_leaves=17
num_cat=0
split_feature=1 147 43 3 1 1 3 1429 1429 43 11 4 1 43 1 1456
split_gain=1.64659 2.18893 2.04093 1.55608 1.42469 0.788365 0.785929 0.727805 0.642857 0.617299 0.587738 1.57755 0.772038 1.09025 0.726223 0.525818
threshold=0.109225 0.087210000000000024 -0.04009999999999999 -0.046329999999999989 0.11869500000000001 0.10647000000000001 0.30112000000000005 0.08103500000000001 0.084690000000000015 -0.081799999999999984 0.082485000000000017 -0.15450999999999995 0.095695000000000016 -0.06513999999999999 0.07635500000000002 -0.06457499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 7 -6 10 -9 -10 11 14 15 -14 -1 -13
right_child=2 -3 4 -5 6 -7 -8 8 9 -11 -12 12 13 -15 -16 -17
leaf_value=0.0039539703382548263 0.0010733182091084994 -0.0030433043952929448 0.0058907899572857017 -0.0050922401261727472 0.002903086360948718 0.0068842990263296459 -0.0019478873782048916 0.0075573898665601043 0.0061517740053477488 0.0015776293436958677 -0.00088138974450857599 0.00052681267962670798 0.0026309422398648145 -0.0036962212564345333 0.0093202107224355651 0.002839093348627668
leaf_weight=59 84 70 85 97 74 54 73 61 55 80 52 119 69 53 53 1243
leaf_count=59 84 70 85 97 74 54 73 61 55 80 52 119 69 53 53 1243
internal_value=0 0.00271585 0.00041056 -0.00222892 0.00247134 0.00292844 0.00049169 0.0028124 0.00472585 0.00344379 0.00258462 0.00269777 0.00241083 -0.00011484 0.00649651 0.00263733
internal_weight=0 1968 413 181 232 1898 147 1844 196 135 1648 1596 1484 122 112 1362
internal_count=2381 1968 413 181 232 1898 147 1844 196 135 1648 1596 1484 122 112 1362
is_linear=0
shrinkage=0.0331775


Tree=2905
num_leaves=22
num_cat=0
split_feature=1 52 0 0 1 0 0 1 151 3 3 12 52 160 1 3 13 160 0 12 13
split_gain=41.905 7.29689 5.9626 4.83283 3.54954 2.37379 2.30705 3.28931 1.77651 2.03787 1.68434 1.8375 1.29541 1.24952 1.23514 1.02629 0.742783 0.501948 0.631043 0.904904 0.750685
threshold=0.10508500000000001 -0.40011499999999994 0.12539500000000003 -0.061994999999999995 0.13752500000000004 -0.082654999999999992 -0.079119999999999982 0.096300000000000011 -0.065174999999999983 0.085315000000000016 0.084735000000000019 0.08073000000000001 -0.39430499999999996 -0.012955 0.081540000000000015 -0.014044999999999998 0.085880000000000012 0.049100000000000012 -0.071519999999999986 0.10184000000000001 -0.044684999999999996
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=2 -2 6 5 -5 8 7 10 -3 -10 11 -1 -13 14 -8 17 -14 18 20 -20 -15
right_child=1 3 -4 4 -6 -7 13 -9 9 -11 -12 12 16 15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0027004288764400971 0.0021692241850423863 0.00060373201800949759 0.0011718348030329471 0.00094816721375874289 -1.2741062483550439e-05 0.0016797820274272086 0.0014424897506459212 0.0015809296411752761 0.00086877299673039621 0.0015764765943761521 0.0017383127438596845 0.0018141884958321167 0.002268921678379316 0.0017838147805842122 0.0020704304074601648 0.0016908133542875429 0.0026377308179530716 0.001864421280293139 0.002449767120057999 0.0019727528688387838 0.0022449133102203089
leaf_weight=99 56 58 58 86 61 79 66 67 74 78 52 57 904 64 53 56 55 55 124 54 70
leaf_count=99 56 58 58 86 61 79 66 67 74 78 52 57 904 64 53 56 55 55 124 54 70
internal_value=0 0.00113282 0.00213492 0.000999625 0.000549202 0.00122862 0.00216635 0.00223939 0.00105874 0.00123215 0.00227717 0.00230227 0.00226344 0.002 0.00172243 0.00207801 0.00229011 0.00213701 0.00218495 0.00230524 0.00202493
internal_weight=0 492 1834 436 147 289 1776 1234 210 152 1167 1115 1016 542 119 423 959 367 312 178 134
internal_count=2326 492 1834 436 147 289 1776 1234 210 152 1167 1115 1016 542 119 423 959 367 312 178 134
is_linear=0
shrinkage=0.0030485


Tree=2906
num_leaves=16
num_cat=0
split_feature=39 0 43 12 2 51 13 52 0 0 48 13 0 13 2
split_gain=2.25515 1.28477 2.65924 1.0349 0.877209 1.20846 0.757821 0.642058 0.845344 1.23983 1.02374 0.875726 0.696254 0.494641 0.223466
threshold=0.10076500000000001 0.0037850000000000002 -0.081164999999999987 -0.094939999999999983 0.09857500000000001 -1.0000000180025095e-35 -0.16392499999999996 -0.27209499999999992 -0.15503499999999998 -0.11208499999999998 -0.0046349999999999994 -0.0078949999999999975 -0.23211999999999997 -0.066659999999999983 0.091595000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -5 13 12 11 -11 -10 -9 14 -8
right_child=-2 2 4 6 5 -7 7 8 9 10 -12 -13 -14 -15 -16
leaf_value=0.0075233878788532995 -0.0025380874164932427 -0.0058177311963645327 0.0058074751927827762 -0.00047296533996145807 0.0043484461370102987 -0.0029873160100796744 0.0010110828762389301 0.0029487160388095733 0.0024094818261395702 0.0078360611565777925 0.0031100115564303586 -0.0033371026850565659 0.0081753932234524679 -0.0010561810999376259 0.0042074707797389293
leaf_weight=59 101 62 62 77 53 54 53 53 68 57 1368 59 72 76 52
leaf_count=59 101 62 62 77 53 54 53 53 68 57 1368 59 72 76 52
internal_value=0 0.00273374 0.000295014 0.00301608 0.00253974 0.000642842 0.00287846 0.00301754 0.00322846 0.00300804 0.00329931 -0.00025729 0.00596223 0.00106136 0.00259757
internal_weight=0 2225 231 1994 169 107 1935 1858 1677 1552 1425 127 125 181 105
internal_count=2326 2225 231 1994 169 107 1935 1858 1677 1552 1425 127 125 181 105
is_linear=0
shrinkage=0.0345179


Tree=2907
num_leaves=17
num_cat=0
split_feature=0 10 39 10 51 3 15 151 0 0 0 15 0 1 4 4
split_gain=1.70034 2.04274 1.33425 1.14932 1.13612 0.848826 1.09087 0.779023 0.84511 1.20399 0.76518 0.793359 0.540645 1.42511 1.12813 0.530059
threshold=-0.066044999999999979 -1.0000000180025095e-35 0.091820000000000013 -0.012054999999999998 0.093135000000000009 -0.15002999999999997 -0.45015499999999992 -0.13224499999999997 -0.14910999999999999 -0.22607999999999998 -0.11912999999999999 0.090125000000000011 0.062580000000000011 0.097950000000000023 0.082475000000000007 -0.053824999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 12 -5 -7 -8 9 -9 -10 -12 14 -14 15 -3
right_child=1 2 -4 5 -6 6 7 8 10 -11 11 -13 13 -15 -16 -17
leaf_value=0.0086614140950523107 -0.006378419333830424 0.0014406974472070905 -0.0044184375694206034 -0.002014060888453453 -0.0029916869441681615 -0.0023050109377778121 -0.0004073746809280003 0.0029693527366757492 -0.00024901665143167891 0.010937332185508779 0.0038510128102443022 0.0015405596015326394 0.00062757406811132311 0.0097922124533096951 -0.0030784244316869073 0.0058764424803281774
leaf_weight=54 62 92 56 56 58 60 92 67 101 54 1031 303 52 55 54 79
leaf_count=54 62 92 56 56 58 60 92 67 101 54 1031 303 52 55 54 79
internal_value=0 0.000364012 0.00130225 0.00295971 0.00212477 0.00278492 0.00294252 0.00313382 0.00334347 0.00652881 0.00307459 0.00332654 0.00301988 0.00534233 0.00191355 0.00349244
internal_weight=0 508 446 1818 390 1764 1708 1648 1556 121 1435 1334 332 107 225 171
internal_count=2326 508 446 1818 390 1764 1708 1648 1556 121 1435 1334 332 107 225 171
is_linear=0
shrinkage=0.0396502


Tree=2908
num_leaves=20
num_cat=0
split_feature=1 3 0 3 12 3 14 1 0 0 15 3 3 1455 159 42 3 3 0
split_gain=33.363 5.88073 5.75151 5.41149 3.63025 3.39025 2.95765 2.72411 2.29751 2.49511 2.33416 2.18973 1.39894 0.808423 0.878883 0.756144 0.534843 1.23223 0.307993
threshold=0.10508500000000001 -0.06340999999999998 0.12539500000000003 0.077930000000000013 -0.082514999999999991 0.30112000000000005 0.062655000000000016 0.111945 -0.13010499999999997 -0.079119999999999982 -0.099329999999999988 -0.10919499999999999 -0.096749999999999989 0.084305000000000005 0.042925000000000005 0.091945000000000013 0.06269000000000001 -0.073444999999999983 -0.088634999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 4 -3 -5 8 -2 10 13 -1 -9 -11 14 15 -10 17 -14 -16
right_child=1 3 -4 5 -6 -7 -8 11 9 12 -12 -13 16 -15 18 -17 -18 -19 -20
leaf_value=0.0020292043380196628 0.0020171371378276204 0.00087679220000905396 0.0010079779874586246 0.0016574685275618996 -5.5941096861474887e-05 0.00078873696835506644 0.0026295927992321354 0.00078043793721871196 0.0020955772271706785 0.0014905856703156647 0.0011606600198601498 0.0016626668077651789 0.0019813786968140234 0.0017393197708467695 0.0021930736091372981 0.0018046122278939666 0.0021889659907941687 0.0016190507533923239 0.0025030522680160286
leaf_weight=52 64 77 58 79 78 89 64 53 772 98 65 52 254 63 67 95 52 135 59
leaf_count=52 64 77 58 79 78 89 64 53 772 98 65 52 254 63 67 95 52 135 59
internal_value=0 0.00105963 0.0019538 0.000818327 0.000407207 0.00119744 0.00198467 0.00152061 0.00196054 0.00199086 0.00154696 0.00121766 0.0018216 0.00207722 0.00209863 0.00206373 0.00189509 0.00185572 0.00233848
internal_weight=0 492 1834 323 155 168 1776 169 1712 1595 117 105 539 1056 993 867 441 389 126
internal_count=2326 492 1834 323 155 168 1776 169 1712 1595 117 105 539 1056 993 867 441 389 126
is_linear=0
shrinkage=0.0030485


Tree=2909
num_leaves=24
num_cat=0
split_feature=1 1 124 3 4 13 4 4 47 3 43 43 132 133 1211 43 3 1 133 13 13 1 3
split_gain=55.4922 7.50177 4.1781 3.50766 3.22097 2.09518 2.1974 1.79227 1.69427 1.6873 1.51618 1.45209 1.15277 0.909332 0.874588 0.887229 1.06859 0.614568 0.595242 0.73016 0.57205 0.376969 0.179995
threshold=0.10508500000000001 0.12337000000000002 -0.082254999999999981 -0.036844999999999996 0.25472500000000003 0.034905000000000012 -0.080954999999999985 -0.1075 0.085505000000000012 0.0025650000000000004 -0.076344999999999982 -0.43997499999999995 -0.0063199999999999992 0.11370000000000001 0.083115000000000008 0.043850000000000007 0.084735000000000019 0.13948500000000003 -0.014614999999999998 -0.083584999999999979 0.098990000000000009 0.080270000000000022 -0.087539999999999993
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 3 -1 4 -2 6 13 -7 10 -5 -3 -9 -8 18 15 16 -14 -12 22 -20 -13 -21 -4
right_child=1 8 5 9 -6 7 12 11 -10 -11 17 20 14 -15 -16 -17 -18 -19 19 21 -22 -23 -24
leaf_value=0.001694892050013984 0.0023469719179566055 0.00021336970533668634 0.0027715289835606432 0.00087073444201501743 0.0013405093880864936 0.0017883975515049116 0.0028347860973506399 0.0028262801009458064 0.0012936069748436245 0.0015750699768226908 0.0011144136711768368 0.0023737115571542278 0.0024608955088901764 0.0023889419375185111 0.0027964932363600406 0.0021028281233806609 0.0020115808107689283 0.00063535145653809697 0.0032314180055753759 0.0029366368560110583 0.001938722912994512 0.0026010906039964079 0.0025455063176252363
leaf_weight=71 84 54 67 65 52 72 74 53 55 73 52 78 796 71 60 94 58 57 52 79 52 64 93
leaf_count=71 84 54 67 65 52 72 74 53 55 73 52 78 796 71 60 94 58 57 52 79 52 64 93
internal_value=0 0.00125102 0.00245075 0.00160048 0.0019624 0.00248117 0.00252629 0.0022142 0.000811635 0.00124356 0.000648799 0.00238155 0.00245001 0.00271997 0.00242173 0.00239797 0.00243042 0.000864206 0.00278608 0.00290546 0.00219998 0.0027867 0.00264037
internal_weight=0 492 1834 274 136 1763 1508 255 218 138 163 183 1082 426 1008 948 854 109 355 195 130 143 160
internal_count=2326 492 1834 274 136 1763 1508 255 218 138 163 183 1082 426 1008 948 854 109 355 195 130 143 160
is_linear=0
shrinkage=0.00317166


Tree=2910
num_leaves=20
num_cat=0
split_feature=4 12 3 14 42 14 0 2 0 12 0 0 4 12 3 49 4 156 42
split_gain=54.4217 19.0342 11.7281 7.9778 6.88649 3.77075 2.53609 2.27118 1.82154 1.46722 1.45092 1.36101 1.14511 1.0018 1.19794 0.929047 0.721605 0.651945 0.432014
threshold=0.30163500000000004 -0.013764999999999998 0.10812000000000001 0.062655000000000016 -0.0043149999999999994 -0.45687499999999998 -0.17785499999999996 0.089045000000000013 -0.11327499999999999 0.11721500000000001 -0.037794999999999995 -0.068669999999999995 -0.082249999999999976 0.092495000000000008 -0.080384999999999984 0.10101500000000001 -0.083584999999999979 0.087515000000000009 -0.018574999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 -1 -2 -7 12 -9 15 -8 -6 16 17 -15 -10 18 -14 -3
right_child=5 2 -4 -5 11 6 10 8 9 -11 -12 -13 13 14 -16 -17 -18 -19 -20
leaf_value=0.0020814181731596678 0.0014037537507337523 0.0023224485093921833 0.0012234385094530924 0.0033043209728324178 0.0011077760607628607 0.00097081890816328115 2.3792031748713623e-07 0.0016455626745980681 0.0022743432986084486 0.0017258181942130097 0.00064330986635322148 0.00046635397592796152 0.0023074586706726265 0.0017016873225302188 0.0022487776731680278 0.0019325752932347034 0.002842005989941191 0.0026054054162737996 0.0025787701014648918
leaf_weight=58 52 135 99 71 66 67 85 66 515 61 53 58 446 53 130 88 52 83 120
leaf_count=58 52 135 99 71 66 67 85 66 515 61 53 58 446 53 130 88 52 83 120
internal_value=0 0.0021566 0.00224598 0.00230158 0.00121401 0.000670247 0.000484027 0.00226085 0.00213059 0.00217876 0.000247451 0.000808019 0.00235414 0.00228652 0.00209051 0.00222452 0.00251085 0.00235427 0.0024432
internal_weight=0 2101 1919 1820 182 257 205 1749 730 664 138 124 1019 712 183 603 307 529 255
internal_count=2358 2101 1919 1820 182 257 205 1749 730 664 138 124 1019 712 183 603 307 529 255
is_linear=0
shrinkage=0.0030485


Tree=2911
num_leaves=28
num_cat=0
split_feature=1 12 3 3 12 1 47 12 39 1 150 3 3 3 40 475 12 1 0 3 3 0 13 133 12 12 0
split_gain=95.1458 11.6581 11.6409 5.54716 5.08261 4.52042 4.5101 2.47811 2.29403 2.05494 1.85367 1.5877 1.15164 1.05794 1.04745 0.935824 0.898485 0.772962 0.63691 0.432642 0.400538 0.519961 0.466187 0.681697 0.27546 0.258639 0.23235
threshold=0.10538500000000002 0.054520000000000006 -0.055839999999999994 0.31840500000000005 0.11844 0.092655000000000015 0.10019500000000002 0.090255000000000016 0.093225000000000016 0.12180500000000001 0.086845000000000019 0.0065900000000000012 -0.12595999999999999 -0.10032499999999998 -1.0000000180025095e-35 -0.085024999999999989 0.083825000000000024 0.08826500000000001 -0.071719999999999992 -0.093224999999999988 -0.078644999999999979 -0.082594999999999988 -0.078934999999999991 0.10209000000000001 0.092255000000000018 0.096075000000000008 -0.13892999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 6 7 14 8 12 10 13 -4 -7 -3 -2 -1 -14 -17 20 25 -18 21 -9 -22 -24 -23 -19 -16
right_child=2 4 3 -5 -6 11 -8 17 -10 -11 -12 -13 15 -15 26 16 19 18 -20 -21 22 24 23 -25 -26 -27 -28
leaf_value=0.0025284310265746681 0.0015243720262264589 0.0030609311525166541 0.0010225786589743518 -0.00027516004284406487 0.001645085553325262 0.00099915541958859417 0.0015790163510358594 0.0026782030095247626 6.4045260798218254e-05 0.0010530707533934745 0.00029391591522664741 0.0017451567869082231 0.0023107437643048782 0.0021197267612606753 0.0021616029625021087 0.0030413635596629384 0.0023944129188351623 0.0023819040503269585 0.0028834907135877868 0.0026773739257934031 0.0024764699733587979 0.002160440494246226 0.0019748735162942324 0.0024093811486235188 0.002440307407602359 0.0026634583456512473 0.0018832172124493367
leaf_weight=55 65 74 97 62 59 56 52 70 64 53 52 55 72 53 56 64 60 92 55 588 68 52 84 62 117 53 68
leaf_count=55 65 74 97 62 59 56 52 70 64 53 52 55 72 53 56 64 60 92 55 588 68 52 84 62 117 53 68
internal_value=0 0.00243612 0.000905683 0.000561737 0.00254198 0.0018629 0.000757665 0.00257698 0.000556991 0.00156321 0.000768503 0.00136909 0.00268721 0.00179206 0.00216893 0.00265189 0.00268634 0.0024321 0.00259478 0.00265123 0.0023602 0.00244937 0.00226046 0.00215962 0.00235439 0.00248505 0.00200921
internal_weight=0 1860 498 327 1570 290 265 1511 213 171 149 111 858 118 179 784 712 653 200 648 453 239 214 146 169 145 124
internal_count=2358 1860 498 327 1570 290 265 1511 213 171 149 111 858 118 179 784 712 653 200 648 453 239 214 146 169 145 124
is_linear=0
shrinkage=0.00310948


Tree=2912
num_leaves=28
num_cat=0
split_feature=4 1 15 3 3 4 123 1456 3 159 49 4 131 15 3 159 43 43 3 15 133 43 43 133 133 3 15
split_gain=1.967 1.91719 1.65246 1.44514 1.04585 0.934477 1.26167 0.773264 0.739338 0.659169 0.641449 0.614426 0.584712 0.687247 0.522126 0.500076 0.463551 0.577116 0.500352 0.494895 0.567669 0.500252 0.457155 0.445422 0.511291 0.37436 0.181459
threshold=-0.047309999999999998 0.095695000000000016 -0.037184999999999996 0.10449500000000002 0.045635000000000002 0.057265000000000003 0.085740000000000011 -0.006794999999999999 -0.055389999999999988 0.085345000000000018 -1.0000000180025095e-35 0.40473500000000007 0.07635500000000002 -0.008094999999999998 -0.026769999999999999 0.10708500000000001 -0.038674999999999994 -0.0094899999999999984 -0.090989999999999988 0.095545000000000005 1.0000000180025095e-35 -0.14726499999999995 -0.078059999999999977 0.097995000000000013 -0.0024749999999999993 0.30835000000000007 0.088595000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 5 8 14 11 -1 9 12 -9 -7 13 22 -3 -11 19 26 -19 20 -12 -22 -2 24 -20 -5 -18
right_child=1 2 -4 25 -6 6 -8 10 -10 15 16 -13 -14 -15 -16 -17 17 18 23 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0079183753565434563 0.0037920200754214504 -0.00011868862566696579 -0.0043518221017544946 0.0070486987905507567 -0.0010742566698666335 0.0062331131166406296 -0.0025779754753829597 0.0073039826110106731 0.0067025974845643125 0.0083885641011498986 -0.00064839057391289008 0.0014316080249808124 0.00569932437639114 -0.001410037149027955 -0.0051913622209320111 0.0034141486770519606 0.0053489358063550938 0.0061789091216026132 0.0035587555329080313 0.005193172814230174 0.0055181504254776656 0.0013460864342532354 0.001246729132944744 0.0059559996519780939 0.00027994810547036294 0.0030109019432651425 0.0080578718148288375
leaf_weight=74 244 53 75 52 62 59 66 75 97 53 77 83 77 56 52 52 76 94 230 77 65 87 146 65 84 70 57
leaf_count=74 244 53 75 52 62 59 66 75 97 53 77 83 77 56 52 52 76 94 230 77 65 87 146 65 84 70 57
internal_value=0 0.00228611 0.000570029 0.00141951 0.0033977 0.000125951 0.0015213 0.00437206 0.00378066 0.00332873 0.00410578 0.0034293 0.00280601 0.00230564 -0.00263452 0.0059287 0.00384235 0.00441868 0.00382904 0.00269974 0.00185966 0.00313272 0.00284015 0.00324521 0.00268284 0.00473507 0.00651279
internal_weight=0 1297 510 435 787 313 208 1061 725 628 987 142 523 446 105 105 912 606 473 306 229 152 390 379 314 122 133
internal_count=2358 1297 510 435 787 313 208 1061 725 628 987 142 523 446 105 105 912 606 473 306 229 152 390 379 314 122 133
is_linear=0
shrinkage=0.0359124


Tree=2913
num_leaves=22
num_cat=0
split_feature=1 3 39 3 16 3 47 39 1456 3 132 15 150 15 43 51 16 42 11 16 42
split_gain=96.1082 14.4931 7.01272 5.04071 4.40046 3.76668 5.1122 2.11915 1.79731 1.86793 1.92747 2.57366 1.26485 1.21183 1.05829 1.04162 1.27302 0.90014 0.876493 1.35191 0.866402
threshold=0.10538500000000002 -0.06340999999999998 0.081875000000000017 0.10323000000000002 -0.28430999999999995 0.31840500000000005 0.10019500000000002 0.093225000000000016 -0.085209999999999994 -0.081084999999999977 0.079320000000000015 0.079575000000000021 0.086845000000000019 -0.066974999999999993 -0.069944999999999993 0.080335000000000018 0.21684500000000004 0.091545000000000015 0.077415000000000012 -0.012149999999999999 0.085010000000000016
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=2 4 3 8 -2 6 7 12 14 10 18 -12 -3 -6 -1 16 17 -11 19 -10 -17
right_child=1 5 -4 -5 13 -7 -8 -9 9 15 11 -13 -14 -15 -16 20 -18 -19 -20 -21 -22
leaf_value=0.0026465875697188898 0.0009841578121027423 0.00093037287930136908 0.0016546501430549484 0.0016443762180900086 0.0017401390472044139 -0.00011472789258576553 0.0016008755280677641 5.7807280118064761e-05 0.0027438300678915149 0.0026465026787917388 0.0017315934872829625 0.0026871027661949953 0.00033129794833914607 0.0023967935271018946 0.0032624884352650887 0.0018383942055949507 0.0021183466978782744 0.0023552945698658858 0.003001985696810594 0.0024706561660622012 0.0023760934306772327
leaf_weight=56 55 100 93 60 56 62 53 66 485 272 52 58 52 54 54 52 86 170 74 280 68
leaf_count=56 55 100 93 60 56 62 53 66 485 272 52 58 52 54 54 52 86 170 74 280 68
internal_value=0 0.000949764 0.00248793 0.00253176 0.00170345 0.000576215 0.000734414 0.000523608 0.00256293 0.00253631 0.00262457 0.00223571 0.000725645 0.0020628 0.00294924 0.00240699 0.00246684 0.00253457 0.00267551 0.00264389 0.00214337
internal_weight=0 498 1860 1767 165 333 271 218 1707 1597 949 110 152 110 110 648 528 442 839 765 120
internal_count=2358 498 1860 1767 165 333 271 218 1707 1597 949 110 152 110 110 648 528 442 839 765 120
is_linear=0
shrinkage=0.00310948


Tree=2914
num_leaves=24
num_cat=0
split_feature=4 10 14 160 123 14 0 16 4 52 0 4 0 2 3 1212 132 157 133 2 3 52 2
split_gain=1.52581 1.64197 1.14332 0.904263 0.728874 0.864102 1.1785 3.70384 0.957625 0.649153 1.06676 0.641763 0.636441 1.13389 0.720568 0.629499 0.501153 0.640734 0.486155 0.411715 0.294671 0.274923 0.139538
threshold=-0.047714999999999987 -1.0000000180025095e-35 0.062655000000000016 0.11405000000000001 0.09394000000000001 -0.10708499999999999 -0.11208499999999998 -0.053214999999999991 0.30163500000000004 0.0074400000000000013 0.11535000000000002 -0.08916499999999998 -0.071719999999999992 0.08920500000000002 -0.086049999999999988 0.085870000000000016 -0.037359999999999997 -0.087319999999999995 -0.0092499999999999978 0.090310000000000015 -0.080669999999999978 0.088555000000000009 0.083760000000000015
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 -2 9 4 5 -3 7 8 -7 10 12 -11 14 -14 22 19 -8 -18 -16 20 21 -13 -1
right_child=1 3 -4 -5 -6 6 16 -9 -10 11 -12 15 13 -15 18 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0035158874478838395 -0.0023884598976120245 0.0065741661319384378 0.0087396502480085441 -0.0011006689245321838 -0.0010701843047944506 0.0047441008887788676 0.00039899474288950735 -0.0073645120044584884 -0.00031909341362669372 0.0072094387816621702 -0.0012251418872202867 0.0043831127390708746 0.0087721165554334405 0.0021603926351018107 0.0029697463703366425 0.0064201444248680262 0.00044067355654622636 0.004050076000567629 -0.00079363808311046788 0.0013477984116460793 0.0062812670831941574 0.001399787666371751 0.0060638061684605733
leaf_weight=57 91 77 59 80 58 126 63 56 73 93 71 108 65 64 84 100 68 610 86 101 56 60 52
leaf_count=57 91 77 59 80 58 126 63 56 73 93 71 108 65 64 84 100 68 610 86 101 56 60 52
internal_value=0 0.00217055 0.00397268 0.00251345 0.00276942 0.00297732 0.00269887 0.000632543 0.00288486 0.00369021 0.00275396 0.00455524 0.00344733 0.0054948 0.0024993 0.00397355 0.00340945 0.00368863 0.00106371 0.0032196 0.0040619 0.00331988 0.00473486
internal_weight=0 1302 1056 1211 1131 1073 996 255 199 997 479 518 408 129 279 425 741 678 170 325 224 168 109
internal_count=2358 1302 1056 1211 1131 1073 996 255 199 997 479 518 408 129 279 425 741 678 170 325 224 168 109
is_linear=0
shrinkage=0.0352082


Tree=2915
num_leaves=14
num_cat=0
split_feature=4 52 4 1429 16 133 4 481 481 2 124 2 484
split_gain=1.24813 0.923688 1.21167 0.803746 0.865654 0.845342 0.698601 0.670052 0.796539 0.737707 1.11152 0.667265 0.542362
threshold=0.27161500000000005 0.044705000000000002 0.50113000000000019 -0.086994999999999989 -0.15796999999999997 0.047025000000000004 0.51286500000000013 -0.074219999999999994 -0.039559999999999991 -0.0091949999999999983 -0.082899999999999988 0.14234000000000005 -0.081554999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -4 12 -9 -10 -11 -12 -6
right_child=1 -3 6 4 7 -7 -8 8 9 10 11 -13 -14
leaf_value=0.0060282818105589688 -0.0033930109430622105 0.0034682842811401202 0.0038575171376395365 0.0063457173457690686 0.0023212859611680715 0.0016582811913949638 -0.0011713371970065239 -0.001746240958980164 -0.001350839751391297 0.0067337370949595732 0.0022059785058790964 -0.0013600151004000399 0.0061301179495570849
leaf_weight=60 96 64 56 99 75 61 52 54 58 52 1490 53 72
leaf_count=60 96 64 56 99 75 61 52 54 58 52 1490 53 72
internal_value=0 0.000190369 -0.000836361 0.00245896 0.00235246 0.00456072 0.00143313 0.0021617 0.00198692 0.00210907 0.0022351 0.00208328 0.00418911
internal_weight=0 268 204 2074 2014 160 108 1854 1707 1653 1595 1543 147
internal_count=2342 268 204 2074 2014 160 108 1854 1707 1653 1595 1543 147
is_linear=0
shrinkage=0.0312639


Tree=2916
num_leaves=14
num_cat=0
split_feature=0 41 3 3 15 49 0 15 3 475 39 2 3
split_gain=1.12669 0.764133 0.733987 1.13351 1.51678 1.33296 1.09983 0.76125 1.15264 0.748041 0.773041 0.999732 0.590718
threshold=0.12539500000000003 0.088820000000000024 -0.0083149999999999977 0.32329500000000005 0.016500000000000004 0.059705000000000001 -0.14910999999999999 -0.40312499999999996 0.10632000000000001 -0.087794999999999998 0.088025000000000006 0.12358500000000001 -0.12077499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 7 -1 -4 -9 -8 11 12 -11
right_child=-2 -3 3 -5 -6 -7 9 8 -10 10 -12 -13 -14
leaf_value=0.0071100613236548026 -0.0028145672164388608 0.0061990987125429067 -0.0056603878087894428 0.0052430300676127653 0.0054601010706672795 0.0035599129362584485 -0.0012744527261610837 0.0010235602228413747 -0.0043877530989023701 0.0046321045413335767 0.0057439788604076846 -0.0020122803054322745 0.0021532068362793977
leaf_weight=56 56 54 53 58 53 65 71 125 75 125 76 65 1410
leaf_count=56 56 54 53 58 53 65 71 125 75 125 76 65 1410
internal_value=0 0.00213842 0.00204001 0.000755494 5.29453e-05 -0.000847089 0.00234544 -0.00198078 -0.00100384 0.0021925 0.00233959 0.00217765 0.00235531
internal_weight=0 2286 2232 429 371 318 1803 253 200 1747 1676 1600 1535
internal_count=2342 2286 2232 429 371 318 1803 253 200 1747 1676 1600 1535
is_linear=0
shrinkage=0.0345179


Tree=2917
num_leaves=15
num_cat=0
split_feature=14 3 43 393 475 12 124 41 3 49 48 147 12 15
split_gain=0.889109 0.941172 1.20302 0.599361 0.61357 0.658002 0.840595 0.821977 0.828676 0.586658 0.462931 0.608535 0.517971 0.69067
threshold=0.019675000000000002 -0.0083149999999999977 0.055170000000000004 0.092175000000000021 -0.087159999999999987 0.080120000000000011 -1.0000000180025095e-35 0.076195000000000013 -0.12077499999999998 -0.081019999999999981 0.094275000000000012 0.086575000000000013 -0.070844999999999977 -0.025694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 6 -6 8 -7 -10 11 12 -3 -14
right_child=-2 2 -4 -5 5 7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.0011394484987781086 0.0056890364129333912 -0.0017401535428373861 0.0052118520809517456 -0.0012542753981132375 0.002403607685858072 0.0062371168262833031 0.0080325930246526785 -0.0026357860586156559 -0.001780240179723912 0.0023255448921029407 -0.0033846777664934212 -0.003840099110148374 0.0046002960067663438 -0.00073468200699126776
leaf_weight=77 95 79 62 77 98 83 73 53 57 1299 82 53 85 69
leaf_count=77 95 79 62 77 98 83 73 53 57 1299 82 53 85 69
internal_value=0 0.00177066 0.000101526 0.00216543 0.002317 0.0024773 0.0048091 0.00220977 0.00238853 0.00215264 -0.000758303 -3.80622e-06 0.00086701 0.0022072
internal_weight=0 2247 430 1817 1740 1663 171 1492 1439 1356 368 286 233 154
internal_count=2342 2247 430 1817 1740 1663 171 1492 1439 1356 368 286 233 154
is_linear=0
shrinkage=0.0396502


Tree=2918
num_leaves=13
num_cat=0
split_feature=30 14 3 13 16 2 39 40 12 1375 157 2
split_gain=0.715177 0.574186 0.635248 1.05071 1.67037 0.609803 0.657904 0.650051 0.578456 0.600045 0.404246 0.225406
threshold=0.086065000000000016 0.019675000000000002 0.011825000000000002 -0.11122999999999998 -0.085314999999999988 0.14062000000000005 0.088025000000000006 -0.012109999999999998 0.080120000000000011 -0.074434999999999987 -0.0036449999999999994 0.13290500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 11 -5 6 7 -1 -9 -10 -6 -4
right_child=-2 -3 3 4 10 -7 -8 8 9 -11 -12 -13
leaf_value=-0.0017139084115032435 -0.0025266008835370325 0.004119168457403349 0.001034397813648794 -0.0057040401413995575 -0.0012321132218829191 -0.0016158575860348908 0.0047581515104721485 0.0045741950339471425 0.0051942416219553662 0.0014553197832017084 0.0027621793568334838 0.0040759934030024092
leaf_weight=68 54 95 60 74 57 67 82 81 53 1530 64 57
leaf_count=68 54 95 60 74 57 67 82 81 53 1530 64 57
internal_value=0 0.00148998 0.00137592 -6.54406e-05 -0.0016182 0.00161519 0.00173473 0.00159138 0.00172667 0.00158073 0.000877525 0.00251935
internal_weight=0 2288 2193 312 195 1881 1814 1732 1664 1583 121 117
internal_count=2342 2288 2193 312 195 1881 1814 1732 1664 1583 121 117
is_linear=0
shrinkage=0.0345179


Tree=2919
num_leaves=14
num_cat=0
split_feature=10 40 39 4 1348 48 42 42 3 3 159 42 42
split_gain=0.610438 0.985426 1.35357 0.576639 0.507791 0.412599 0.401199 0.89198 0.847881 0.71518 0.691554 0.564716 0.31764
threshold=-1.0000000180025095e-35 -0.082294999999999993 0.098220000000000016 1.0000000180025095e-35 0.084370000000000014 -0.078514999999999988 0.088520000000000015 0.08648500000000002 -0.081184999999999993 -0.082879999999999995 -1.0000000180025095e-35 0.087505000000000013 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 5 -3 7 10 9 -8 -7 -9 -10
right_child=1 2 -4 -5 -6 6 8 11 12 -11 -12 -13 -14
leaf_value=0.0010859615468451396 0.0064157338996915312 0.0049208066290676519 -0.0038430764088711361 -0.0043445776520658445 -0.0021749463447198868 0.003717040538737637 0.0026484395291767231 -0.0041196516128356496 0.0033921353883267346 0.0074973047498104791 0.0010991402885751546 0.00055992300779023703 0.00077156472517924334
leaf_weight=61 56 52 72 53 54 170 124 71 85 69 1072 79 324
leaf_count=61 56 52 72 53 54 170 124 71 85 69 1072 79 324
internal_value=0 0.00142235 0.00129342 -0.00143519 0.00146972 0.00156612 0.00147843 0.00112236 0.0023011 0.00438408 0.0014578 -0.00165236 0.00131718
internal_weight=0 2228 2172 114 2100 2046 1994 1392 602 193 1242 150 409
internal_count=2342 2228 2172 114 2100 2046 1994 1392 602 193 1242 150 409
is_linear=0
shrinkage=0.0381105


Tree=2920
num_leaves=14
num_cat=0
split_feature=2 11 14 13 484 2 0 0 0 133 133 482 151
split_gain=1.12875 1.07633 0.802746 0.824888 1.48788 1.2063 0.860421 0.575239 0.619416 0.436198 0.882213 0.474765 0.414543
threshold=0.14823500000000003 0.093740000000000018 -0.10708499999999999 -0.029529999999999997 0.085515000000000022 -1.0000000180025095e-35 -0.047049999999999995 0.057400000000000007 -0.053259999999999995 0.11667000000000001 0.40438500000000005 0.089745000000000005 0.015440000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 9 8 -7 11 -11 12 -4
right_child=-2 -3 3 4 -6 7 -8 -9 -10 10 -12 -13 -14
leaf_value=0.0049170055754701797 -0.0031189409367621381 -0.0036510204261459706 0.0018045115045045993 -0.0043772861322610886 -0.0046564928911398944 0.0011854282973198557 0.005875661429668548 0.004574978540581435 -0.0022068535985647433 -0.0039084383786634922 0.0021191908144620837 -0.0010131980753263613 0.0051444833327836783
leaf_weight=77 88 62 884 58 75 662 64 59 81 57 76 76 53
leaf_count=77 88 62 884 58 75 662 64 59 81 57 76 76 53
internal_value=0 0.0011078 0.00124076 0.00110861 0.000290931 0.000722847 0.00174013 0.00109217 0.000815084 0.00150883 -0.000461139 0.00176786 0.00199385
internal_weight=0 2284 2222 2145 935 860 1210 802 743 1146 133 1013 937
internal_count=2372 2284 2222 2145 935 860 1210 802 743 1146 133 1013 937
is_linear=0
shrinkage=0.0366306


Tree=2921
num_leaves=10
num_cat=0
split_feature=11 130 3 1428 14 147 0 49 3
split_gain=0.753736 0.723482 0.730221 0.563736 0.528114 0.742568 0.67646 1.18184 0.770181
threshold=0.095720000000000013 -0.077029999999999987 0.31840500000000005 0.08653000000000001 -0.10708499999999999 0.087210000000000024 -0.069074999999999984 -0.016709999999999999 0.102425
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -8 -6
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0019401589803387275 -0.0032327823889683315 0.0037641556240029439 -0.0025330573549787747 0.0044490278143588047 0.0011438135232421582 -0.002128168619961074 -0.0048333008712949975 0.00047575626279762473 0.0047081352894355766
leaf_weight=101 52 71 65 52 1463 88 53 357 70
leaf_count=101 52 71 65 52 1463 88 53 357 70
internal_value=0 0.000804901 0.000930004 0.00103467 0.000950038 0.000851487 0.00098662 -0.000209673 0.0013068
internal_weight=0 2320 2219 2154 2102 2031 1943 410 1533
internal_count=2372 2320 2219 2154 2102 2031 1943 410 1533
is_linear=0
shrinkage=0.0331775


Tree=2922
num_leaves=17
num_cat=0
split_feature=2 12 42 4 2 457 2 0 2 12 42 4 16 0 2 4
split_gain=42.1263 18.4917 6.55687 5.70716 4.32002 3.94529 3.93065 3.34121 2.12467 2.14895 1.88016 1.4408 1.65352 1.49719 1.31572 0.458263
threshold=0.12708000000000003 -0.011819999999999999 -1.0000000180025095e-35 0.24099500000000004 0.16002500000000003 0.062030000000000009 0.089830000000000007 -0.084114999999999981 0.11585500000000001 0.11589000000000001 0.087420000000000012 -0.16772499999999999 0.25032500000000008 -0.064804999999999988 -0.007134999999999999 0.40124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 8 -7 -2 9 11 14 12 -3 -13 -4 -5
right_child=4 3 10 15 -6 6 -8 -9 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.0021332366354054485 0.00048120573738938844 0.0029849817335636268 0.00053156401827179716 0.001860346355667728 7.0934288445854166e-05 0.0022030457803104975 0.0011846382272737632 0.0013594603920524702 0.0017908396141438664 0.0017692055453693324 0.0014529719054082399 0.00232225034023498 0.0023545465970177754 0.0019001747565591904 0.0011666628900988811 0.0015205679779160554
leaf_weight=66 57 55 52 53 53 70 53 87 66 57 68 1344 85 71 52 83
leaf_count=66 57 55 52 53 53 70 53 87 66 57 68 1344 85 71 52 83
internal_value=0 0.00211929 0.00137812 0.00221035 0.000758992 0.0022524 0.00176446 0.00101203 0.00228815 0.00230849 0.0010882 0.00232824 0.00260243 0.00230109 0.000849403 0.0016532
internal_weight=0 2175 238 1937 197 1801 123 144 1678 1612 172 1555 140 1415 104 136
internal_count=2372 2175 238 1937 197 1801 123 144 1678 1612 172 1555 140 1415 104 136
is_linear=0
shrinkage=0.00281635


Tree=2923
num_leaves=18
num_cat=0
split_feature=1 457 48 50 150 4 13 43 1 4 4 1429 457 1456 150 12 4
split_gain=0.744231 0.980408 1.56883 1.36054 0.719052 0.942186 1.15836 2.30014 0.622934 0.631416 0.768935 0.574297 0.677873 0.503716 0.432022 0.593347 0.148812
threshold=0.10141500000000002 0.078435000000000019 0.12118000000000002 0.086295000000000011 0.079825000000000021 -0.14538499999999996 -0.23438999999999996 -1.0000000180025095e-35 0.097145000000000023 -0.099704999999999974 -0.44205499999999992 0.084930000000000019 0.086460000000000023 -0.089834999999999984 0.084120000000000014 0.08598500000000002 -0.0030749999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -7 -8 9 10 -1 12 13 -11 15 -15 -16
right_child=1 -3 -4 -5 -6 6 7 -9 -10 11 -12 -13 -14 14 16 -17 -18
leaf_value=0.0016923290813752945 0.0037644508005242826 -0.0039977206741628399 -0.0050028358657364996 0.0063181571992561511 0.0036908501508996737 0.0033943027833564484 -0.00012294060388293214 -0.0082405165597773892 0.0046736245223798377 -0.0015712090761911619 -0.0029572416956994002 -0.0012277163820690654 0.0048789528699675058 0.0029430290870721206 -0.0018524094509601643 0.0012774422481172895 0.00074373900743614967
leaf_weight=80 58 67 56 53 67 55 162 56 65 63 90 90 72 361 52 872 53
leaf_count=80 58 67 56 53 67 55 162 56 65 63 90 90 72 361 52 872 53
internal_value=0 -7.29073e-05 0.00044503 0.0011223 0.000429463 -0.000229583 -0.00107948 -0.00220988 0.00135409 0.00122937 -0.000767041 0.00144674 0.0016104 0.00144216 0.00158432 0.00176539 -0.000538463
internal_weight=0 574 507 451 398 331 273 218 1798 1733 170 1563 1473 1401 1338 1233 105
internal_count=2372 574 507 451 398 331 273 218 1798 1733 170 1563 1473 1401 1338 1233 105
is_linear=0
shrinkage=0.0345179


Tree=2924
num_leaves=20
num_cat=0
split_feature=2 4 15 13 13 2 158 15 15 0 12 15 1 15 1210 41 4 12 12
split_gain=0.695751 1.05225 0.605755 0.999083 0.570926 1.36537 1.02283 1.00279 0.919544 0.775327 0.85814 0.74774 0.632134 0.746931 0.328253 0.394958 0.428628 0.678151 0.296223
threshold=0.12708000000000003 0.50973500000000016 -0.41880499999999993 -0.073099999999999984 -0.029529999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.03981500000000001 -0.13662499999999997 -0.078664999999999985 0.088785000000000017 -0.092059999999999989 0.097195000000000017 -0.045404999999999994 -0.080364999999999978 0.078570000000000015 -0.085574999999999984 0.083935000000000023 0.089435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 12 -6 7 8 -7 10 -9 -10 14 18 -1 16 -16 -18 -14
right_child=2 -3 3 -5 5 6 -8 9 11 -11 -12 -13 13 -15 15 -17 17 -19 -20
leaf_value=0.0035892643009536526 0.0019473863824114109 0.0052124771394256308 -0.0057018979398821366 0.00015536283790405924 -0.004386061692210042 0.0028253638195269055 0.0042454101016635932 0.0022729884687000298 -0.0053234895972009274 0.0043495898556880032 -0.0016201440396450926 -0.00091921118771038821 0.0036847400767540906 0.0068053547083608799 0.0040943985551328693 -0.0020104531383132477 -0.0017738253595418632 0.0012566893340892899 0.00010464919544894714
leaf_weight=58 55 69 60 82 70 67 84 163 54 90 115 310 52 52 53 52 100 727 59
leaf_count=58 55 69 60 82 70 67 84 163 54 90 115 310 52 52 53 52 100 727 59
internal_value=0 0.00101691 -0.00112452 -0.00231694 0.000879269 0.000253663 0.000621895 0.000240489 -0.00088892 0.00156425 0.000661194 -0.00157361 0.00139604 0.00338893 0.00106754 0.000910216 0.00108322 0.000889797 0.00178513
internal_weight=0 2175 197 142 2106 953 883 799 431 368 278 364 1153 163 990 932 880 827 111
internal_count=2372 2175 197 142 2106 953 883 799 431 368 278 364 1153 163 990 932 880 827 111
is_linear=0
shrinkage=0.0345179


Tree=2925
num_leaves=18
num_cat=0
split_feature=51 3 151 4 457 0 51 160 2 484 52 3 12 51 12 4 4
split_gain=1.45702 1.37556 0.994181 1.67353 1.09074 0.945682 1.16333 1.03481 1.31532 0.789813 0.754355 0.620075 0.74935 0.758542 0.632899 0.449053 0.431081
threshold=0.14163500000000004 0.31343500000000007 -0.029339999999999995 -0.021399999999999995 0.087855000000000003 -0.11471499999999998 0.07955000000000001 -1.0000000180025095e-35 0.09857500000000001 0.091180000000000011 -0.084674999999999986 -0.12595999999999999 0.087745000000000004 -0.020999999999999994 0.088965000000000002 0.10440500000000001 -0.0084099999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 7 -4 -9 11 -5 14 13 -13 -7 -14 -12
right_child=-2 -3 5 4 -6 9 -8 8 -10 -11 16 12 15 -15 -16 -17 -18
leaf_value=0.0068133572526698312 0.0049762376322941334 -0.0035389914530036875 -0.0040602399376070547 0.0032020345343820259 0.0048360689669467091 -0.0045042661583921005 -0.0057512935442157517 0.0054524719620080379 -0.001811389749745182 0.0035259075714984748 0.00089927356012335581 0.0041041071872728024 0.00032801283209753582 0.0010374121317413274 0.0001492277826912147 -0.0025643369153786843 -0.0025806331222211999
leaf_weight=73 86 86 52 61 69 52 56 52 58 102 67 114 768 404 84 64 94
leaf_count=73 86 86 52 61 69 52 56 52 58 102 67 114 768 404 84 64 94
internal_value=0 0.000575538 0.000738765 0.00232079 0.00119257 0.000419711 -0.00162886 -0.000201633 0.00161922 0.000701161 5.85402e-05 0.00050703 0.000722321 0.00171301 -0.00162745 0.000105099 -0.00113027
internal_weight=0 2256 2170 364 291 1806 218 162 110 1588 222 1486 1350 518 136 832 161
internal_count=2342 2256 2170 364 291 1806 218 162 110 1588 222 1486 1350 518 136 832 161
is_linear=0
shrinkage=0.0331775


Tree=2926
num_leaves=14
num_cat=0
split_feature=147 1429 9 376 131 483 52 132 131 42 16 16 484
split_gain=0.857912 0.510609 0.526713 0.637425 0.711666 1.00731 1.26478 0.824594 0.676825 0.660655 0.495636 0.3943 0.249412
threshold=0.092780000000000015 0.092495000000000008 0.087755000000000014 0.083705000000000016 0.095205000000000026 0.086010000000000017 0.08257500000000001 0.088890000000000011 0.10340500000000001 0.083925000000000013 -0.020464999999999997 -0.072534999999999988 -0.060519999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -6 -7 -8 -10 -11
right_child=-2 -3 -4 -5 8 9 10 -9 11 12 -12 -13 -14
leaf_value=-0.00058535392297804072 0.0048434104515203006 0.0037210840988768511 -0.0029787826965015501 0.0033157156546355909 0.0057677242957457301 0.0053457539428283171 0.00077404500010571872 -0.0051317556356873881 0.0027346579789510753 -0.00038514321679515047 0.0035583414565074638 -0.00092097585337690331 0.002860431931881193
leaf_weight=1022 59 61 54 98 54 70 510 52 85 67 94 64 52
leaf_count=1022 59 61 54 98 54 70 510 52 85 67 94 64 52
internal_value=0 0.000542308 0.000454873 0.000540571 0.000409005 0.000193522 -8.07271e-05 -0.000805828 0.00238897 0.00263037 0.00120798 0.00116193 0.00102993
internal_weight=0 2283 2222 2168 2070 1867 1678 1074 203 189 604 149 119
internal_count=2342 2283 2222 2168 2070 1867 1678 1074 203 189 604 149 119
is_linear=0
shrinkage=0.0352082


Tree=2927
num_leaves=17
num_cat=0
split_feature=1 3 3 124 3 124 41 52 3 3 3 3 1 130 52 3
split_gain=39.337 10.0592 4.58667 4.44781 3.07884 3.05847 1.9558 1.80931 1.64975 1.6159 1.29858 2.23662 1.07781 0.904597 0.901535 0.330696
threshold=0.10538500000000002 -0.062184999999999997 0.30112000000000005 -0.076164999999999983 0.085315000000000016 -0.082254999999999981 1.0000000180025095e-35 -0.22243999999999997 0.095555000000000015 -0.10175499999999998 -0.029309999999999996 -0.066704999999999987 0.084985000000000019 0.087820000000000023 -0.11333999999999998 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 4 -1 5 -3 8 -2 9 14 11 13 -12 -11 -5 -9
right_child=1 2 -4 6 -6 -7 -8 15 -10 10 12 -13 -14 -15 -16 -17
leaf_value=0.0013979912814637758 0.002282181051687697 0.0013955914166984584 0.00033746954174960787 0.0022014975849412818 0.001632656356990005 0.00052477797363378756 0.0026356686522445243 0.0014253040057843848 0.0017493389761551804 0.0022560134443501182 0.0028538647944617609 0.0017347980741358672 0.0022523696081735612 0.0019936856822804516 0.0017184622034744667 0.0017670960726069295
leaf_weight=69 52 63 100 57 74 93 87 57 85 1106 53 93 60 140 101 52
leaf_count=69 52 63 100 57 74 93 87 57 85 1106 53 93 60 140 101 52
internal_value=0 0.00118796 0.000882993 0.00215873 0.00112004 0.000876661 0.00218816 0.00181286 0.00216518 0.00218711 0.0022191 0.00219243 0.00253477 0.00222656 0.00189293 0.00158866
internal_weight=0 491 330 1851 230 156 1782 161 1695 1610 1452 1339 113 1246 158 109
internal_count=2342 491 330 1851 230 156 1782 161 1695 1610 1452 1339 113 1246 158 109
is_linear=0
shrinkage=0.0030485


Tree=2928
num_leaves=21
num_cat=0
split_feature=13 1 4 1 13 43 151 13 1 43 13 1212 47 16 47 16 16 16 43 4
split_gain=0.996074 1.72986 1.81074 1.47477 0.925577 0.716313 0.550162 0.97316 0.899211 0.520432 0.519605 0.52078 0.596755 0.539019 0.478764 0.363831 0.33774 0.580733 0.404325 0.330195
threshold=-0.10664 0.11174500000000002 0.0099250000000000015 0.079020000000000021 -0.19676999999999997 -0.049914999999999994 -0.091874999999999984 -0.08231999999999999 0.10538500000000002 -0.080474999999999977 0.055020000000000006 -0.066149999999999987 0.081320000000000017 0.0086100000000000013 0.094825000000000007 -0.10346499999999999 -0.087569999999999995 0.15050500000000003 -0.14495499999999997 -0.078524999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 -1 15 9 7 -2 10 -4 11 19 13 -13 -14 -5 -12 18 -18 -8
right_child=1 2 5 4 -6 -7 8 -9 -10 -11 16 12 14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0034933389558593256 -0.00010520630449359776 0.0089249580876775217 0.0027551386927656039 -0.0032480441213578407 -0.0067586242527627417 0.0046858062421232423 0.005153571875362699 0.0065345410061627687 -0.0025715968880186224 -0.0019505535816176673 0.0015937286177164123 0.0010096555490615097 0.0055380446723835384 -0.00075223756254370444 0.0012120426765621698 0.00061944072587763889 -0.00097318167962824002 0.00097450512066912201 -0.0052476458653950868 0.0013569331548549156
leaf_weight=57 53 62 55 55 52 77 57 52 100 57 57 928 55 266 69 61 54 70 52 53
leaf_count=57 53 62 55 55 52 77 57 52 100 57 57 928 55 266 69 61 54 70 52 53
internal_value=0 0.00111357 0.00380428 -0.00130141 -0.00293039 0.00212253 0.000751439 0.00317954 0.000606454 0.000356987 0.000798009 0.00104472 0.000853913 0.000616831 0.00313381 -0.0012111 -0.000712459 -0.00146144 -0.00307357 0.00332763
internal_weight=0 2117 251 225 168 189 1866 105 1761 112 1661 1428 1318 1194 124 116 233 176 106 110
internal_count=2342 2117 251 225 168 189 1866 105 1761 112 1661 1428 1318 1194 124 116 233 176 106 110
is_linear=0
shrinkage=0.0345179


Tree=2929
num_leaves=18
num_cat=0
split_feature=4 3 2 11 14 16 2 2 3 16 3 3 3 4 3 16 3
split_gain=26.9669 7.56436 3.1371 4.00866 3.11287 4.3687 2.01229 1.37072 1.25046 1.06155 1.71499 1.1259 0.810199 0.788931 0.735005 0.948906 0.551365
threshold=0.30163500000000004 0.20828500000000003 0.098365000000000022 0.075910000000000019 -0.41790499999999997 -0.49181999999999998 -0.011974999999999998 0.14106500000000002 0.094285000000000008 0.51148500000000008 -0.091164999999999982 -0.07385499999999999 1.0000000180025095e-35 -0.029369999999999997 -0.038414999999999998 -0.034109999999999994 -0.068254999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 12 -1 9 14 10 -4 -12 -6 -13 16 -16 -8
right_child=4 -3 7 -5 5 -7 8 -9 -10 -11 11 13 -14 -15 15 -17 -18
leaf_value=0.0016018844708800255 0.0016264228068854176 0.0010022955441393001 0.0013609618403858719 0.0029949045219023222 0.00083157833817654289 5.4931506938909856e-05 0.0022273233864547222 0.001419079191262416 0.0017158532408811018 0.0022915652896511821 0.0022938881373223341 0.0021313972287575842 0.0013815871960902188 0.0016789135843457953 0.0021838563863177582 0.0028106551251479701 0.0018758531433865739
leaf_weight=61 57 64 55 71 56 65 1213 53 53 96 95 68 62 114 53 54 52
leaf_count=61 57 64 55 71 56 65 1213 53 53 96 95 68 62 114 53 54 52
internal_value=0 0.00212037 0.00215546 0.00222756 0.000952538 0.000742447 0.00219087 0.001922 0.00221606 0.00198419 0.00189521 0.00200116 0.00112086 0.00184817 0.00223536 0.00250051 0.0022129
internal_weight=0 2102 2038 1557 240 183 1486 481 1425 428 332 277 118 182 1372 107 1265
internal_count=2342 2102 2038 1557 240 183 1486 481 1425 428 332 277 118 182 1372 107 1265
is_linear=0
shrinkage=0.0032998


Tree=2930
num_leaves=29
num_cat=0
split_feature=1 13 15 16 13 2 14 39 1 16 151 16 13 16 49 15 15 1 403 2 15 16 49 1213 16 2 2 2
split_gain=30.3415 8.69352 4.21504 4.24319 3.20051 3.01717 2.87319 1.79003 1.78161 2.42235 1.17444 1.11016 1.49399 1.15365 1.15172 1.92645 1.32263 0.946277 0.937933 0.619148 1.64831 0.955213 0.548973 0.53969 0.658849 0.501565 0.506203 0.477778
threshold=0.104035 -0.28558999999999996 -0.085064999999999988 0.51148500000000008 -0.014449999999999999 0.090000000000000011 -0.10708499999999999 0.087735000000000021 0.081315000000000012 0.26753000000000005 -0.0062849999999999989 0.0055300000000000011 -0.053824999999999991 -0.0024749999999999993 0.0065400000000000015 0.076335000000000014 -0.01163 0.084795000000000023 -0.088079999999999978 0.097145000000000023 -0.074254999999999974 -0.063814999999999997 0.08926000000000002 0.041405000000000004 -0.068504999999999996 0.094720000000000013 0.092300000000000007 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 6 4 -4 11 -3 -8 10 -10 -7 13 -13 14 15 16 17 -1 -12 25 -21 -22 -16 24 -17 26 -20 -25
right_child=1 2 3 -5 -6 8 7 -9 9 -11 18 12 -14 -15 22 23 -18 -19 19 20 21 -23 -24 27 -26 -27 -28 -29
leaf_value=0.0021331988639535179 0.00016424387980264852 0.0014749403172321617 0.0019157361608788215 0.0023204916710396349 0.00092027184657613305 0.002266564789638889 0.00099223488719574378 0.00030324143555664402 0.0011422995285481842 0.0020009634530786962 0.0021157296660639399 0.0020229920335133166 0.0013360649765390242 0.0024968157361736536 0.0025663163502726853 0.0020854727596281725 0.0012853389699779053 0.0016435747127493429 0.0019565055848368021 0.0019678707784822475 0.0018265213715945767 0.001306252529758765 0.0021090220593410675 0.0016727599401194532 0.0024199773590398207 0.0021518422611365297 0.001552638508191763 0.002108754989097975
leaf_weight=79 98 71 53 57 94 60 91 70 99 53 79 85 55 61 57 345 53 89 73 102 52 132 56 55 77 52 61 53
leaf_count=79 98 71 53 57 94 60 91 70 99 53 79 85 55 61 57 345 53 89 73 102 52 132 56 55 77 52 61 53
internal_value=0 0.0010353 0.00123101 0.00157047 0.00127942 0.00191204 0.000932371 0.000692887 0.00175642 0.00144193 0.00183459 0.0020235 0.00175337 0.00206434 0.00203377 0.00198765 0.001733 0.00187402 0.00178749 0.00173248 0.00163705 0.00145347 0.00234 0.00209377 0.00214659 0.00187904 0.00177291 0.00188704
internal_weight=0 534 436 204 147 1828 232 161 763 152 611 1065 140 925 864 751 221 168 551 472 286 184 113 530 422 186 134 108
internal_count=2362 534 436 204 147 1828 232 161 763 152 611 1065 140 925 864 751 221 168 551 472 286 184 113 530 422 186 134 108
is_linear=0
shrinkage=0.0032351


Tree=2931
num_leaves=26
num_cat=0
split_feature=15 39 0 11 15 0 52 15 52 0 15 49 0 15 15 50 0 39 42 1446 42 0 15 50 52
split_gain=38.2249 10.3069 6.97436 8.58833 4.51079 3.80011 3.82318 3.55438 2.70342 2.28033 1.71168 1.85932 1.52522 1.31415 1.00823 0.923062 0.827216 0.791927 0.732723 1.18186 0.657968 0.536073 0.295398 0.291198 0.196241
threshold=-0.37478999999999996 0.081875000000000017 -0.10185499999999999 1.0000000180025095e-35 -0.10753999999999998 -0.071104999999999988 -0.095239999999999991 0.03981500000000001 -0.085464999999999985 0.043875000000000004 0.0056700000000000006 -0.062709999999999974 -0.10075499999999998 0.11054000000000001 -0.45726999999999995 0.10883000000000001 0.036480000000000005 0.087880000000000014 0.088305000000000008 0.083715000000000026 0.097935000000000008 -0.079119999999999982 -0.069929999999999978 0.11700000000000001 0.26601500000000006
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=14 2 3 4 -2 15 16 9 -3 -8 11 -6 -10 -9 17 18 22 -1 19 21 24 -4 -7 -17 -20
right_child=1 8 5 -5 10 6 7 13 12 -11 -12 -13 -14 -15 -16 23 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.00052272346694348941 0.0016395032342886434 0.0015134424772688879 0.0019411410502221274 0.0022602820651859796 0.0010608571658183216 0.0018528033564661314 0.00064931155867807252 0.0020343721447317045 0.0010120518903215016 0.0014496459403069335 0.0012597292054358368 0.00033436014933593415 0.00034504546859198383 0.0013807236164045638 -0.00018052086608562001 0.0014395711650956988 0.0021046267191725987 1.3898749614383863e-05 0.0016162138069722833 0.0023595540167090736 0.0020183669073749102 0.001689814120524628 0.0015211971022246577 0.0017332745468430684 0.0018415878140978321
leaf_weight=69 86 52 591 70 55 53 90 55 66 56 54 90 67 66 63 54 80 52 165 61 71 98 55 91 52
leaf_count=69 86 52 591 70 55 53 90 55 66 56 54 90 67 66 63 54 80 52 165 61 71 98 55 91 52
internal_value=0 0.00161426 0.00167945 0.00128399 0.00104408 0.00176514 0.00152323 0.00128366 0.000911778 0.000956517 0.00078659 0.000610157 0.000676291 0.00167811 0.00013814 0.00185815 0.0018633 0.000304329 0.00189081 0.00194242 0.00175628 0.00190544 0.00168424 0.00162412 0.00167037
internal_weight=0 2178 1993 355 285 1638 455 267 185 146 199 145 133 121 184 1183 188 121 1038 750 288 689 108 145 217
internal_count=2362 2178 1993 355 285 1638 455 267 185 146 199 145 133 121 184 1183 188 121 1038 750 288 689 108 145 217
is_linear=0
shrinkage=0.00310948


Tree=2932
num_leaves=21
num_cat=0
split_feature=1 3 147 13 3 13 14 12 1 3 124 472 2 0 42 1 158 0 42 0
split_gain=24.2524 7.46345 2.56951 2.14115 3.81524 3.25455 1.99358 1.79417 1.72823 1.47755 1.54126 1.08909 1.00541 0.93441 1.43337 0.89117 0.74224 0.964251 0.554943 0.515441
threshold=0.10538500000000002 -0.06340999999999998 0.086575000000000013 -0.28558999999999996 0.085315000000000016 -0.0070899999999999991 0.062655000000000016 0.054520000000000006 0.12258000000000001 -0.015069999999999998 -0.076779999999999987 -0.080079999999999998 0.11444000000000001 -0.066849999999999979 0.084675000000000014 0.091585000000000014 0.085030000000000008 -0.10120999999999998 0.08784500000000002 -0.050379999999999994
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 12 6 -3 5 8 7 9 -5 -1 -11 -9 19 16 -15 -12 17 -13 -18 -2
right_child=1 3 -4 4 -6 -7 -8 11 -10 10 15 13 -14 14 -16 -17 18 -19 -20 -21
leaf_value=0.0012365847566576534 0.002130177860649948 0.0005239579135892286 0.0013629072273203628 0.0014988959974413212 0.0016158293142248296 0.00018002923096395991 0.0025224783325465249 0.0024231486426389837 0.00070538193344778591 0.0013792311415154372 0.0018201790506054835 0.0016331294955934253 0.0013905145569440805 0.0020553812142100891 0.0015078546176605665 0.0023393798729287197 0.0024999294214110984 0.0020205629915034146 0.0020366610214736375 0.0016880701866700532
leaf_weight=52 57 98 70 57 87 57 67 61 54 54 93 70 55 97 97 53 55 1024 52 52
leaf_count=52 57 98 70 57 87 57 67 61 54 54 93 70 55 97 97 53 55 1024 52 52
internal_value=0 0.00118304 0.00196048 0.000923087 0.00107635 0.000796768 0.00198403 0.00196288 0.00111317 0.00171487 0.00183905 0.00200579 0.00174235 0.00198751 0.00178179 0.00200889 0.00202072 0.0019958 0.00227511 0.00191957
internal_weight=0 517 1845 353 255 168 1775 1708 111 252 200 1456 164 1395 194 146 1201 1094 107 109
internal_count=2362 517 1845 353 255 168 1775 1708 111 252 200 1456 164 1395 194 146 1201 1094 107 109
is_linear=0
shrinkage=0.00317166


Tree=2933
num_leaves=15
num_cat=0
split_feature=11 4 3 13 12 3 49 0 4 3 4 150 1208 3
split_gain=0.9854 0.982417 0.9726 2.1005 0.844134 1.48684 0.950395 1.70621 2.41382 1.25128 0.774428 0.556133 0.525357 0.357489
threshold=0.080705000000000013 -0.086179999999999993 -0.11197999999999998 0.11014500000000001 -0.09947499999999998 0.17646500000000004 -0.062709999999999974 -0.10075499999999998 0.029980000000000003 -0.0035149999999999995 0.41488500000000006 0.085210000000000022 1.0000000180025095e-35 0.0012800000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 9 8 -8 11 12 -6 -9 -10
right_child=1 -3 4 -5 5 -7 7 10 13 -11 -12 -13 -14 -15
leaf_value=-0.0043376391790190252 0.0022758482279761354 0.0081849616045526971 0.0054528886531019765 0.0038236192860542869 -0.00019626343199412969 -0.0030911363378697218 -0.0060547515311143961 0.0021984817803935765 -0.00021394488839429605 0.0084609823335416931 -0.0012701184941319914 0.0041788579276241652 0.0053132698391437534 0.0029956659701858906
leaf_weight=89 80 58 79 65 56 71 76 1332 83 59 74 90 68 82
leaf_count=89 80 58 79 65 56 71 76 1332 83 59 74 90 68 82
internal_value=0 0.00476206 0.00175428 -0.000890559 0.00195122 0.0018121 0.00199361 0.00172773 -0.000963792 0.00421612 0.00216804 0.00249821 0.00235003 0.0013789
internal_weight=0 138 2224 154 2070 1991 1920 1715 241 205 1474 146 1400 165
internal_count=2362 138 2224 154 2070 1991 1920 1715 241 205 1474 146 1400 165
is_linear=0
shrinkage=0.0345179


Tree=2934
num_leaves=19
num_cat=0
split_feature=30 1456 52 0 376 2 0 4 12 12 16 0 52 3 16 15 133 4
split_gain=0.914756 0.8073 1.05762 1.29994 1.02392 0.756478 1.20881 0.9922 1.97013 1.00049 0.852807 0.88367 0.852514 0.807079 0.61551 0.837935 0.576965 0.445806
threshold=0.086430000000000021 -0.083354999999999999 0.14564000000000002 -0.072674999999999976 0.085090000000000013 0.082130000000000022 -0.22607999999999998 -0.015104999999999999 0.083310000000000009 0.091735000000000025 -0.011859999999999997 -0.046734999999999992 -0.53937999999999986 -0.082594999999999988 -0.11118499999999999 0.095545000000000005 0.048240000000000005 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 4 14 5 7 -7 9 -9 13 11 -8 -12 -3 -4 -16 -1 -10
right_child=-2 2 3 -5 -6 6 10 8 17 -11 12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.0063946429095286163 -0.0026305148478142646 0.0018649490552645857 0.0032747912744512252 -0.0047703342821322076 0.0060678490522692993 -0.002717600201891897 0.001851406782244021 0.0093412979083545514 0.0043708248350872933 0.0039165599576641529 0.0029576294638146059 0.006160488304473747 -0.00018010442903404188 -0.0030432281158654733 -0.0028414175197592137 0.0023301264107665242 0.0018704989003426784 0.0003309120010285028
leaf_weight=62 55 81 68 58 56 77 763 62 53 103 116 54 435 63 74 60 58 64
leaf_count=62 55 81 68 58 56 77 763 62 53 103 116 54 435 63 74 60 58 64
internal_value=0 0.00161172 0.00146895 -0.000477322 0.00173173 0.00160176 0.00124621 0.00280699 0.00465188 0.0014686 0.00146957 0.00213664 0.000479841 -0.000279967 0.000753606 -0.000523209 0.00421087 0.00216393
internal_weight=0 2307 2187 260 1927 1871 1445 426 179 247 1368 817 551 144 202 134 120 117
internal_count=2362 2307 2187 260 1927 1871 1445 426 179 247 1368 817 551 144 202 134 120 117
is_linear=0
shrinkage=0.032527


Tree=2935
num_leaves=15
num_cat=0
split_feature=10 0 402 474 1 402 0 15 15 11 0 393 1213 1212
split_gain=1.09628 0.922753 0.844354 1.0288 0.986797 0.866947 0.897103 0.752361 1.22811 0.98823 1.4738 0.758129 0.575273 0.390462
threshold=0.058500000000000003 -0.23091999999999999 0.085575000000000026 0.089005000000000015 0.084330000000000016 0.10491500000000002 -0.085604999999999987 -0.24042999999999998 -0.44206999999999991 0.079915000000000014 -0.077334999999999987 0.084580000000000016 -0.086554999999999979 -0.040879999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 6 -4 8 -3 11 -11 12 -9 -7
right_child=-2 2 5 4 -6 13 -8 9 -10 10 -12 -13 -14 -15
leaf_value=0.0057437034714374335 -0.0035935762543961055 0.0016182666376132766 0.0027589063715457297 0.0008977482466539519 0.0066618071855037431 0.0037368607272616097 0.0090232394798872937 -0.0018901778687730457 -0.0060099840353933535 0.0087429697234668886 0.00040950590540375734 0.003879383996769536 0.00082840419508561588 5.502532743333134e-06
leaf_weight=64 56 57 67 73 81 59 53 108 52 52 58 99 1411 94
leaf_count=64 56 57 67 73 81 59 53 108 52 52 58 99 1411 94
internal_value=0 0.00148933 0.0013689 0.00111179 0.00393198 0.00324257 0.00552885 0.000875162 -0.00201738 0.00105784 0.00435245 0.000833621 0.000634862 0.0014469
internal_weight=0 2328 2264 1991 154 273 120 1837 109 1728 110 1618 1519 153
internal_count=2384 2328 2264 1991 154 273 120 1837 109 1728 110 1618 1519 153
is_linear=0
shrinkage=0.0359124


Tree=2936
num_leaves=17
num_cat=0
split_feature=16 147 3 52 3 16 52 52 151 133 42 16 402 43 402 52
split_gain=0.801515 0.829819 0.736257 0.733386 1.36147 1.01114 1.07429 0.933186 0.922837 1.03228 0.839394 0.612837 0.4596 1.14822 0.767309 0.441489
threshold=-0.54150999999999994 0.089365000000000014 0.31840500000000005 -0.08743999999999999 0.085315000000000016 0.041625000000000002 -0.24526499999999998 -0.081164999999999987 -0.0056149999999999993 0.085075000000000026 0.065960000000000019 0.41484500000000007 0.086185000000000012 -0.20207499999999998 0.10126500000000001 -0.0068949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 10 11 -5 9 15 -2 -7 13 -10 -14 -9
right_child=1 -3 -4 7 -6 6 -8 8 12 -11 -12 -13 14 -15 -16 -17
leaf_value=0.0051259487318288501 0.0074009772052630613 -0.0032321333881257445 -0.0029340506950277156 -0.0037372948398787637 0.0076812149650898193 0.00010480068534719798 -0.0033513464629881299 0.0080306076442899013 -0.0040652041292432118 0.00025748635640760338 0.0014266166198151201 0.0038880623781764314 0.0059467124588975613 0.0007662140508893409 0.00089740960591801048 0.0034423048551325067
leaf_weight=70 69 61 59 58 63 130 72 58 73 83 63 111 60 1153 141 60
leaf_count=70 69 61 59 58 63 130 72 58 73 83 63 111 60 1153 141 60
internal_value=0 0.00106613 0.00118269 0.00129357 0.0025385 0.00180954 0.000651444 0.000918233 0.00108434 0.00345514 0.0045526 0.00184895 0.00075012 0.00047821 0.00240665 0.00570095
internal_weight=0 2314 2253 2194 508 445 313 1686 1628 201 132 241 1427 1226 201 118
internal_count=2384 2314 2253 2194 508 445 313 1686 1628 201 132 241 1427 1226 201 118
is_linear=0
shrinkage=0.0373633


Tree=2937
num_leaves=19
num_cat=0
split_feature=1 1 12 1 12 3 12 15 15 41 1 12 15 3 0 1456 3 158
split_gain=55.5261 8.97414 6.0368 5.11196 3.21444 2.93126 2.1788 1.58295 1.44227 3.98352 1.76886 1.25814 1.11594 1.07814 1.28855 1.01609 0.976674 0.828556
threshold=0.11156000000000001 0.13630500000000004 -0.011819999999999999 0.092655000000000015 0.088105000000000003 0.10812000000000001 0.11769500000000001 -0.26826999999999995 -0.015069999999999998 0.075585000000000013 0.095695000000000016 0.092215000000000005 -0.074959999999999985 0.12991000000000003 -0.074204999999999979 0.083690000000000014 -0.055009999999999996 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 13 6 8 -3 10 15 11 17 -13 14 -2 16 -10 -4
right_child=1 7 5 -5 -6 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0019249058785374979 0.00024895281859735937 -0.00017753519094541441 0.0019686252138344453 0.00081996438616303282 0.0014569187735615273 0.0012787387082399463 0.0014072575019138315 0.00046459726703587071 0.0019611186674867334 0.0028475346873381617 0.0014054436111207416 0.0019184263950447434 0.0014327375986760615 0.0011156192183119644 0.00089532675170306665 0.0023555894089483044 0.0023406001338315309 0.0023774733646704819
leaf_weight=69 52 86 337 82 93 57 60 57 894 54 65 103 73 52 59 73 66 52
leaf_count=69 52 86 337 82 93 57 60 57 894 54 65 103 73 52 59 73 66 52
internal_value=0 0.000678158 0.00190015 0.00132508 0.00101317 0.00194748 0.00196892 7.81966e-05 0.00198852 0.00205477 0.00187417 0.00192803 0.00171716 0.00075979 0.000592808 0.0020133 0.00198724 0.00202336
internal_weight=0 399 1985 151 256 1834 1777 143 1717 1087 630 565 176 163 111 1033 960 389
internal_count=2384 399 1985 151 256 1834 1777 143 1717 1087 630 565 176 163 111 1033 960 389
is_linear=0
shrinkage=0.00298873


Tree=2938
num_leaves=9
num_cat=0
split_feature=1 14 1 49 1453 16 147 16
split_gain=0.800366 1.46973 0.964323 0.666361 0.548906 0.532034 0.730236 0.556811
threshold=0.15350000000000003 -0.23083499999999998 0.13712000000000005 -0.15378499999999998 -0.068424999999999986 -0.54150999999999994 0.087210000000000024 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=0.0055374749949014847 -0.0028464843210701694 0.0047604303789146518 -0.0029220428291489905 -0.0016131106813770412 0.004329067602837763 0.00095730199755781416 -0.0024507848299692961 0.002373955361621619
leaf_weight=81 52 54 62 76 56 1583 59 361
leaf_count=81 52 54 62 76 56 1583 59 361
internal_value=0 0.00123174 0.00107665 0.00119007 0.0010996 0.0011999 0.00111224 0.00122055
internal_weight=0 2332 2251 2189 2135 2059 2003 1944
internal_count=2384 2332 2251 2189 2135 2059 2003 1944
is_linear=0
shrinkage=0.032527


Tree=2939
num_leaves=12
num_cat=0
split_feature=1427 51 51 148 147 43 48 1213 132 51 42
split_gain=0.554587 0.650059 0.873887 0.880823 0.87772 0.690206 0.591564 0.553313 0.716707 0.655753 0.290014
threshold=0.078535000000000008 0.14820500000000003 0.087425000000000017 -0.08224999999999999 0.089365000000000014 -0.080924999999999983 0.082665000000000016 0.12428000000000002 0.11603000000000001 -0.40771999999999992 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -4 10 8 9 -5 -7
right_child=-2 -3 5 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0054984650214708834 0.003995206283704901 -0.0028979964382169314 0.0062408545205581978 0.0042161512489147773 -0.0036938886941514371 -0.0015494519951275302 0.0042611433759255331 0.0041819213778767749 -0.0034668966456386967 0.00066800822738654773 0.0020815572892353418
leaf_weight=52 84 57 67 73 60 59 86 63 54 1670 59
leaf_count=52 84 57 67 73 60 59 86 63 54 1670 59
internal_value=0 0.00096325 0.00106155 0.000793245 0.000665608 0.00301248 0.00195026 0.000806448 0.000687891 0.000816835 0.000262739
internal_weight=0 2300 2243 1972 1920 271 204 1860 1797 1743 118
internal_count=2384 2300 2243 1972 1920 271 204 1860 1797 1743 118
is_linear=0
shrinkage=0.0366306


Tree=2940
num_leaves=20
num_cat=0
split_feature=1 15 16 124 1 1 14 16 1 12 12 47 15 1210 49 15 475 1 12
split_gain=32.9562 4.67334 4.05568 3.37788 2.30472 1.96592 1.61537 1.20544 1.19919 0.826208 0.918082 1.94841 1.42773 0.825827 0.936094 1.75923 0.544888 0.528085 0.418465
threshold=0.10574000000000001 -0.2987999999999999 0.12292000000000002 -0.082254999999999981 0.13075500000000004 0.11414000000000001 0.062655000000000016 -0.50624499999999995 0.13148500000000005 0.091475000000000015 0.084345000000000017 0.077555000000000013 0.022565000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 -0.075694999999999985 -0.084169999999999981 0.096515000000000004 0.085005000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 -1 -2 -3 7 -5 -7 10 11 12 -9 -11 17 -16 -12 -15 -18
right_child=1 2 -4 6 -6 8 -8 9 -10 13 16 -13 -14 14 15 -17 18 -19 -20
leaf_value=0.0012796246278333257 0.0010183309269553838 0.0013641340030451196 0.0018292479697982996 0.0014618810772146413 0.00026577405240933591 0.00051123080102044095 0.0024334980333651298 0.0016160890585778468 0.0011177531773751464 0.0015518742554911141 0.0023738427169439987 0.0023877228294443215 0.0021057087123456759 0.0019365338608161775 0.0020122097344286672 0.0013140761674939692 0.002304274496004659 0.0022638811186809216 0.002020568892351947
leaf_weight=77 70 95 84 52 99 78 70 203 57 78 56 61 86 305 79 68 59 61 640
leaf_count=77 70 95 84 52 99 78 70 203 57 78 56 61 86 305 79 68 59 61 640
internal_value=0 0.00100332 0.00123229 0.00193156 0.000577684 0.00101412 0.00195915 0.00194014 0.000767569 0.00195478 0.00200636 0.00187107 0.00176191 0.00185828 0.0019048 0.00168949 0.00206903 0.00199118 0.00204456
internal_weight=0 483 314 1895 169 230 1818 1748 135 1696 1105 350 289 591 513 147 755 366 699
internal_count=2378 483 314 1895 169 230 1818 1748 135 1696 1105 350 289 591 513 147 755 366 699
is_linear=0
shrinkage=0.00317166


Tree=2941
num_leaves=14
num_cat=0
split_feature=14 1186 12 9 52 12 4 474 133 484 13 12 4
split_gain=1.23464 0.844494 0.810989 0.644493 0.730937 1.497 0.80634 0.709702 1.08134 1.06694 0.690188 0.561048 0.364276
threshold=-0.31455999999999995 0.085175000000000015 -0.10853999999999998 -1.0000000180025095e-35 0.11483500000000001 0.083935000000000023 -0.16772499999999999 0.085295000000000024 0.084880000000000025 0.082450000000000009 -0.0021749999999999994 0.085425000000000015 -0.050564999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 11 9 -9 -8 12 -5 -7
right_child=1 -3 3 4 5 10 7 8 -10 -11 -12 -13 -14
leaf_value=-0.0033844539197975337 0.0051000094666908708 -0.0033015872473307348 -0.0026902107606519821 0.005858717407947564 -0.0047912242858565487 0.00011246601887439057 0.0011283056637891855 -0.0036314531522774218 0.0018258632020673956 0.004742166248359608 -0.0023879187878379929 0.0017799568875515924 0.0030233001666980421
leaf_weight=79 59 53 55 76 72 91 1349 88 85 105 62 86 118
leaf_count=79 59 53 55 76 72 91 1349 88 85 105 62 86 118
internal_value=0 0.00100332 0.00110507 0.000997129 0.00109243 -0.000366376 0.00137232 0.00114076 -0.000947983 0.00138953 0.00080787 0.00369572 0.00175767
internal_weight=0 2299 2246 2187 2132 343 1789 1627 173 1454 271 162 209
internal_count=2378 2299 2246 2187 2132 343 1789 1627 173 1454 271 162 209
is_linear=0
shrinkage=0.0345179


Tree=2942
num_leaves=27
num_cat=0
split_feature=4 12 3 43 12 3 2 43 0 2 43 41 2 47 0 4 2 42 4 151 4 0 42 4 3 13
split_gain=48.3271 12.6368 6.11076 5.62803 3.4379 3.34241 2.46585 2.20972 2.86802 1.65656 1.47631 1.47397 1.2118 1.19149 1.18184 2.11576 1.39282 1.14397 0.633398 0.571951 0.811017 1.37306 0.691019 0.544359 0.482845 0.430046
threshold=0.30163500000000004 0.077755000000000005 0.12031000000000001 -0.014584999999999999 0.09141500000000001 0.13772500000000001 0.13538500000000001 -0.090214999999999976 -0.071339999999999987 0.12358500000000001 0.070325000000000013 0.075585000000000013 0.10686000000000002 0.077555000000000013 -0.07304999999999999 0.053455000000000009 0.10097500000000002 0.094305000000000014 -0.019114999999999997 -0.086439999999999989 0.036620000000000007 -0.095104999999999981 0.088060000000000013 -0.053824999999999991 -0.079594999999999985 -0.077849999999999989
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 2 3 7 11 6 12 -1 -9 10 14 19 -2 23 15 25 17 -16 -12 -3 21 -21 -23 -5 -18 -6
right_child=5 4 -4 13 9 -7 -8 8 -10 -11 18 -13 -14 -15 16 -17 24 -19 -20 20 -22 22 -24 -25 -26 -27
leaf_value=0.0027521936720696092 0.0015590956550387673 0.002932131846576399 0.0016134007121406766 0.0031023047858379023 0.0034174556846235291 0.00075465436576282812 0.0010338879707480612 0.0024239734400026947 0.0013587189529677799 0.0023461807051626191 0.0035795657876976647 0.0037631399241983376 0.0021557069153328471 0.0034491019380024556 0.0020975380299283197 0.0024494622466621927 0.0031894616922302898 0.0027388729188366013 0.0030736502684578088 0.0037634682148675476 0.0028738632657677107 0.0032666134717601008 0.0030195471837766892 0.0026771831264377601 0.002752954997933679 0.0030820612150902634
leaf_weight=52 72 89 77 60 56 58 52 59 52 52 52 52 78 53 52 57 60 75 60 53 71 540 166 78 55 197
leaf_count=52 72 89 77 60 56 58 52 59 52 52 52 52 78 53 52 57 60 75 60 53 71 540 166 78 55 197
internal_value=0 0.00296171 0.00245704 0.00264045 0.00309062 0.00145399 0.00165462 0.00218928 0.00192525 0.00291663 0.00296125 0.00321889 0.00186957 0.0030253 0.00289066 0.00302656 0.00271642 0.00247656 0.00330885 0.00318806 0.00321546 0.00324737 0.00320857 0.00286227 0.002981 0.00315644
internal_weight=0 2118 431 354 1687 260 202 163 111 716 664 971 150 191 552 310 242 127 112 919 830 759 706 138 115 253
internal_count=2378 2118 431 354 1687 260 202 163 111 716 664 971 150 191 552 310 242 127 112 919 830 759 706 138 115 253
is_linear=0
shrinkage=0.0032998


Tree=2943
num_leaves=23
num_cat=0
split_feature=15 2 0 2 2 2 2 12 3 51 12 0 52 0 2 0 12 402 12 3 0 52
split_gain=55.3069 31.1577 12.1047 10.5213 5.50566 3.84233 2.61255 1.92224 2.13435 1.88118 1.77075 1.53032 1.48836 1.88444 1.46023 0.999603 0.962336 0.875956 0.713524 0.654779 0.43169 0.297542
threshold=-0.2987999999999999 0.099675000000000014 -0.12608499999999997 -0.007134999999999999 0.14234000000000005 0.13538500000000001 0.11517500000000001 0.092495000000000008 0.092330000000000009 1.0000000180025095e-35 0.085635000000000003 -0.07304999999999999 0.074235000000000009 -0.062694999999999987 0.092365000000000017 -0.069974999999999996 0.096915000000000015 -0.085859999999999978 0.085280000000000009 -0.097829999999999986 -0.083674999999999986 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 -2 10 15 -3 8 9 14 -4 19 13 -12 17 -1 -13 -5 -11 -9 -21 -22
right_child=1 2 4 7 -6 -7 -8 11 -10 18 12 16 -14 -15 -16 -17 -18 -19 -20 20 21 -23
leaf_value=0.0012728999171879717 0.0015757229535687974 0.0014271860863419911 0.0018882415501011349 0.0025296655906196673 0.0012961315552323831 3.3828685037898832e-05 0.00058180302145017159 0.003003549245735366 0.0022125356375373964 0.0034462130422331649 0.0018824818289409602 0.0019334990909410019 0.0027498445088653496 0.0025779926663585975 0.0023998176187285817 0.00068355633018751956 0.0025264608420888079 0.0028667473637318682 0.0029861366049004044 0.0024133275431432286 0.0028174520410695091 0.0025124507709751139
leaf_weight=62 81 82 88 88 70 65 67 53 57 62 79 54 87 79 87 55 58 796 80 79 96 53
leaf_count=62 81 82 88 88 70 65 67 53 57 62 79 54 87 79 87 55 58 796 80 79 96 53
internal_value=0 0.00247232 0.00182015 0.00269128 0.00210582 0.000652648 0.00104727 0.00274907 0.00281382 0.00284458 0.00227592 0.00255621 0.00241503 0.00223045 0.00279443 0.000996148 0.00224087 0.00283323 0.00318725 0.00268177 0.00260682 0.00270919
internal_weight=0 2196 552 1644 403 182 149 1563 1170 1113 333 393 245 158 971 117 112 884 142 281 228 149
internal_count=2378 2196 552 1644 403 182 149 1563 1170 1113 333 393 245 158 971 117 112 884 142 281 228 149
is_linear=0
shrinkage=0.00317166


Tree=2944
num_leaves=27
num_cat=0
split_feature=4 12 13 12 13 4 48 11 13 13 42 15 12 4 48 4 12 15 15 4 42 49 402 402 12 15
split_gain=82.7215 28.7169 7.78645 6.54813 4.46553 4.26804 3.42847 3.1778 2.02755 3.09678 2.51249 1.68067 1.61167 1.54022 1.48941 1.04658 0.997573 0.645956 0.786361 0.603444 0.461741 0.383673 0.366083 0.346324 0.242256 0.228862
threshold=0.30163500000000004 0.077755000000000005 -0.0042049999999999995 0.092495000000000008 0.0066850000000000008 -0.14538499999999996 0.087470000000000006 1.0000000180025095e-35 -0.0074049999999999993 1.0000000180025095e-35 0.081685000000000021 -0.050004999999999994 0.13032500000000005 -0.066099999999999978 0.082665000000000016 -0.088319999999999996 0.094185000000000005 -0.075694999999999985 0.10712000000000001 0.054560000000000004 -0.011764999999999999 0.093670000000000017 0.10874500000000002 -0.087759999999999991 0.098600000000000007 0.091990000000000016
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 2 6 7 5 -4 11 15 10 -10 -2 -1 13 16 -7 -3 -5 21 20 22 -19 -15 25 -18 -25 -17
right_child=8 3 4 12 -6 14 -8 -9 9 -11 -12 -13 -14 17 -16 19 23 18 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0018030129172260283 -0.00022153454002768415 0.002058012053181619 0.0026392246097604322 0.0019913676021021546 0.0011298590070733649 0.0013774327319936988 0.00065315042890224805 0.0030934124523613925 0.0011742898025471325 0.00023289975988397395 0.00055589633863714573 0.0010703294788806323 0.0016430371720954978 0.0020675457411116318 0.0020240455514181927 0.0025018815053915872 0.0022545538210513205 0.0020459228647496785 0.0022288843590341939 0.0022330570831689189 0.0017023137691786958 0.0023927402369512815 0.0027284300245902773 0.0026367638815184675 0.002384086107227647 0.0023242516992796657
leaf_weight=52 57 52 70 53 53 52 83 70 65 52 86 52 52 74 69 728 61 52 57 77 92 54 58 74 62 71
leaf_count=52 57 52 70 53 53 52 83 70 65 52 86 52 52 74 69 728 61 52 57 77 92 54 58 74 62 71
internal_value=0 0.00219266 0.00153068 0.00236176 0.00186888 0.00207378 0.00108923 0.00250028 0.000475577 0.000756156 0.000245797 0.00143697 0.00212991 0.00217358 0.00174642 0.00245814 0.00234438 0.0020437 0.00194084 0.00248038 0.00182661 0.00220498 0.00250257 0.0024392 0.0025218 0.00248614
internal_weight=0 2118 431 1687 244 191 187 1056 260 117 143 104 631 579 121 986 250 329 201 934 144 128 857 197 136 799
internal_count=2378 2118 431 1687 244 191 187 1056 260 117 143 104 631 579 121 986 250 329 201 934 144 128 857 197 136 799
is_linear=0
shrinkage=0.00287267


Tree=2945
num_leaves=16
num_cat=0
split_feature=4 123 2 150 0 156 4 16 12 11 0 4 15 16 12
split_gain=46.6058 16.4176 7.13859 3.59845 4.6076 2.83363 2.52117 2.29341 1.55327 1.52077 1.56046 1.28167 1.1498 0.977255 0.0373621
threshold=0.30163500000000004 1.0000000180025095e-35 0.14461000000000004 0.089910000000000018 -0.14989499999999997 0.086945000000000008 0.052250000000000012 -0.49181999999999998 -0.089089999999999989 0.079915000000000014 -0.079119999999999982 0.42405000000000009 -0.46319999999999995 -0.059624999999999991 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 9 11 -3 10 -6 -2 -9 14 -8
right_child=7 8 -4 5 6 -7 13 12 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0030211948656275237 0.0008971881302596641 0.0015181076997176596 0.0012192744029202718 0.0013902875647733518 0.0024436559955643006 0.0022747813739835642 0.0023016389173151318 0.00090087088154122913 0.0008471019561677569 0.0027994007955898115 0.0022312943442027921 0.0015168270470143734 0.00032128428348040714 0.0018158446473700274 0.0021691928384513148
leaf_weight=99 74 66 54 63 875 73 52 58 63 80 517 54 71 102 61
leaf_count=99 74 66 54 63 875 73 52 58 63 80 517 54 71 102 61
internal_value=0 0.00224487 0.00231368 0.00234441 0.00238088 0.00186529 0.00234328 0.000869494 0.00119066 0.00238845 0.00236481 0.00115885 0.000582126 0.00203389 0.00223043
internal_weight=0 2105 1976 1922 1786 136 1687 257 129 1472 1392 128 129 215 113
internal_count=2362 2105 1976 1922 1786 136 1687 257 129 1472 1392 128 129 215 113
is_linear=0
shrinkage=0.0030485


Tree=2946
num_leaves=21
num_cat=0
split_feature=1 52 3 4 4 10 124 2 3 12 3 3 1 52 4 48 4 402 48 4
split_gain=62.1148 11.1449 5.69778 5.64194 5.52102 2.60919 2.31129 1.70869 2.17461 1.72044 1.62296 2.59074 1.40062 1.25176 0.917765 1.20508 0.86647 0.684157 0.816335 0.441423
threshold=0.10335000000000001 -0.26738999999999996 -0.031844999999999991 0.41488500000000006 0.054560000000000004 -0.0010949999999999998 -0.076779999999999987 0.11585500000000001 -0.15680499999999997 0.091475000000000015 0.085315000000000016 0.30112000000000005 0.11530500000000002 1.0000000180025095e-35 -0.00076499999999999995 0.086605000000000015 -0.082869999999999985 -0.092019999999999977 0.086330000000000018 0.10440500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 6 -4 -1 8 -8 14 -7 -12 -3 19 16 -16 -10 -11 -19 -6
right_child=1 2 5 -5 13 10 7 -9 9 17 11 -13 -14 -15 15 -17 -18 18 -20 -21
leaf_value=0.0019008004866498051 0.0024070918011237278 0.0023298583635830176 0.00032526315644206341 0.00078287576167141955 0.0019739736614976257 0.00068680338412369795 0.003080305103193938 0.0020458148339456625 0.0026962865064217439 0.0026085053472290082 0.0015565540072589338 0.00077147300956678406 0.0016429502599851781 0.0022654155210635281 0.0030507857621134607 0.0024615972545133534 0.0024865786236886924 0.0023646451089813386 0.0019493594262638672 0.0016012953864160432
leaf_weight=57 71 52 65 57 57 91 69 66 280 86 86 72 60 82 86 53 562 292 53 65
leaf_count=57 71 52 65 57 57 91 69 66 280 86 86 72 60 82 86 53 562 292 53 65
internal_value=0 0.00127895 0.00111304 0.00156461 0.00244582 0.0008699 0.00250597 0.00252825 0.00254972 0.00252377 0.00101194 0.001199 0.00196216 0.0019727 0.00259465 0.00282637 0.00255635 0.00236239 0.00230094 0.00177568
internal_weight=0 554 483 169 1808 314 1604 1547 1481 1412 249 158 112 204 981 139 842 431 345 122
internal_count=2362 554 483 169 1808 314 1604 1547 1481 1412 249 158 112 204 981 139 842 431 345 122
is_linear=0
shrinkage=0.0030485


Tree=2947
num_leaves=18
num_cat=0
split_feature=9 48 42 2 131 49 0 16 0 42 0 2 42 12 12 42 12
split_gain=1.4089 1.11662 0.947367 0.80295 1.04957 0.913252 0.689922 2.22591 1.54851 0.475898 0.371637 0.545195 0.214219 0.204506 0.376711 0.104886 0.102623
threshold=-1.0000000180025095e-35 -0.087924999999999989 -0.0015249999999999999 -0.10238999999999998 0.10216000000000001 0.15093000000000004 -0.037224999999999994 0.14091500000000004 -0.066044999999999979 -0.065449999999999994 -0.075294999999999987 0.092155000000000015 -0.089429999999999996 0.08870500000000002 0.092855000000000007 -0.095859999999999987 0.094225000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 5 6 8 -8 -5 10 11 12 15 -11 -15 -3 -12
right_child=1 2 3 4 -6 -7 7 -9 -10 13 16 -13 -14 14 -16 -17 -18
leaf_value=-0.002615462868058751 0.0094818760869854607 0.0040139809132833876 -0.0020986091669003525 0.0035104662049379063 -0.0028757658921584428 -0.002074348563976093 0.012761083759867346 0.0027201446874723276 -0.0012411680984086714 0.0079922355982101744 0.0073240612372031605 0.00022084434806108789 0.0022745921028333562 0.0024651266995138845 0.0070488323557200043 0.0062908336562812871 0.0047013855734048659
leaf_weight=70 53 76 58 1123 53 57 56 130 136 80 52 85 70 52 83 71 57
leaf_count=70 53 76 58 1123 53 57 56 130 136 80 52 85 70 52 83 71 57
internal_value=0 0.00344093 0.00329773 0.00275786 0.00293929 0.00314478 0.00335096 0.00574564 0.00299683 0.00468809 0.00384618 0.00308296 0.00420199 0.00629543 0.00528658 0.00511674 0.00595669
internal_weight=0 2292 2239 1613 1555 1502 1445 186 1259 626 411 302 217 215 135 147 109
internal_count=2362 2292 2239 1613 1555 1502 1445 186 1259 626 411 302 217 215 135 147 109
is_linear=0
shrinkage=0.0420771


Tree=2948
num_leaves=22
num_cat=0
split_feature=1 1 15 4 2 123 2 150 0 4 42 2 1 1 42 4 4 133 13 15 4
split_gain=65.7337 10.4609 5.46157 5.08717 3.41123 3.0154 1.43227 1.14011 1.91235 1.83318 1.10061 1.09679 1.09345 1.03368 1.58704 0.794788 1.01742 0.640795 0.359362 0.374514 0.308889
threshold=0.10538500000000002 0.14262000000000002 -0.084629999999999997 0.24099500000000004 0.11461500000000001 1.0000000180025095e-35 0.08647500000000001 0.087790000000000021 -0.14151499999999997 0.020345000000000005 0.077855000000000021 0.11366500000000002 0.090785000000000018 0.12895500000000001 0.082755000000000009 -0.0073899999999999999 -0.021234999999999997 0.032620000000000003 -0.013149999999999998 0.092725000000000016 0.065590000000000009
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 13 5 10 6 12 8 -8 11 -4 -10 15 14 -2 16 17 -1 19 -14 -11
right_child=1 -3 4 -5 -6 -7 7 -9 9 20 -12 -13 18 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0029199680978395487 0.0010069847907062384 0.00023808353359537393 0.001912242152241317 0.0017016748829477668 0.0013008236142545704 0.0019470987209464713 0.0032216154278518101 0.0022130173856022306 0.0026870749609210201 0.0021135396286920179 0.0024940656843675446 0.0022364664700720415 0.0022440377151213197 0.00080037562378173913 0.0016877962079964808 0.00312595512670002 0.0023745191854066964 0.0026090962200135677 0.0027807243895231794 0.0026060857735698902 0.0024239546191653196
leaf_weight=308 88 82 81 63 74 64 52 81 650 83 60 63 52 67 61 91 55 93 55 78 61
leaf_count=308 88 82 81 63 74 64 52 81 650 83 60 63 52 67 61 91 55 93 55 78 61
internal_value=0 0.0012977 0.00149922 0.00260672 0.00186449 0.00263862 0.00266431 0.00258357 0.00261655 0.0025798 0.00216007 0.00264731 0.00277345 0.00113548 0.00128594 0.00284673 0.00279093 0.00284796 0.00255661 0.00246153 0.00224527
internal_weight=0 513 431 1849 215 1786 1722 990 909 857 141 713 732 216 149 547 456 401 185 130 144
internal_count=2362 513 431 1849 215 1786 1722 990 909 857 141 713 732 216 149 547 456 401 185 130 144
is_linear=0
shrinkage=0.0032351


Tree=2949
num_leaves=24
num_cat=0
split_feature=1 16 10 0 16 16 448 49 0 49 133 52 3 160 160 3 0 0 50 160 1 50 159
split_gain=2.17619 0.838117 1.11307 0.817603 0.691701 0.822302 0.642423 0.591278 1.41672 0.708592 1.02048 0.649922 0.971942 0.663308 0.62493 0.590201 0.569969 0.42316 0.405421 0.497865 0.356548 0.347777 0.0363385
threshold=0.10335000000000001 -0.49181999999999998 -0.0010949999999999998 -0.17106499999999999 0.058765000000000005 -0.0024749999999999993 -0.070064999999999975 -0.0058449999999999986 -0.15385999999999997 -0.069799999999999987 0.086805000000000007 0.11297500000000001 -0.081604999999999997 -0.089199999999999988 -0.072664999999999993 0.149315 -0.07385499999999999 -0.048199999999999993 0.089465000000000017 -0.081539999999999987 0.081925000000000012 0.095395000000000021 -0.12390499999999999
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 3 -3 -2 5 15 -1 9 -9 20 -11 13 -13 -10 22 16 -4 -6 19 -15 -8 -20 -14
right_child=1 2 4 -5 17 -7 7 8 11 10 -12 12 14 18 -16 -17 -18 -19 21 -21 -22 -23 -24
leaf_value=0.0084268582480707 3.5911350792126401e-05 -0.0055222820131340849 0.0045190952392951244 0.0069799670316259277 0.0010530247482456918 -0.005122360477386869 0.0020739260249905264 0.010889264602568054 0.0082115608634800302 -0.0039762520212572108 0.0037023692767539284 -0.0029666937805199189 0.0063471899020762284 -0.00036384891618236706 0.0002893544407392439 -0.0030421337422222639 -0.0011924951438947854 0.0060652084950539378 0.0085981362873793696 0.0039082114855320512 0.0064398249750462783 0.0044700465296033335 0.0046831819827485004
leaf_weight=57 56 59 84 71 66 55 77 55 74 68 60 59 52 53 71 52 52 59 60 904 63 103 52
leaf_count=57 56 59 84 71 66 55 77 55 74 68 60 59 52 53 71 52 52 59 60 904 63 103 52
internal_value=0 0.00086064 -4.86985e-05 0.00392163 0.000827615 -0.000505287 0.00393631 0.00378987 0.00412541 0.0019314 -0.000373319 0.00386458 0.00179294 0.0042702 0.00340023 0.000843016 0.00233188 0.00342244 0.00400938 0.00367114 0.00404185 0.0059924 0.00551959
internal_weight=0 554 427 127 368 243 1808 1751 1483 268 128 1428 234 1194 175 188 136 125 1120 957 140 163 104
internal_count=2362 554 427 127 368 243 1808 1751 1483 268 128 1428 234 1194 175 188 136 125 1120 957 140 163 104
is_linear=0
shrinkage=0.0429186


Tree=2950
num_leaves=17
num_cat=0
split_feature=2 2 2 12 2 15 0 15 40 157 49 0 13 157 15 12
split_gain=52.3353 19.6393 8.67283 9.47648 7.39375 5.42974 4.61069 4.33454 2.86608 2.36448 1.43717 2.44718 1.72415 1.05069 0.678073 0.474473
threshold=0.11891500000000001 -1.0000000180025095e-35 0.10859000000000001 0.087495000000000003 0.17000000000000001 -0.10245999999999998 -0.081854999999999997 -0.097269999999999981 -0.0095299999999999985 -0.084639999999999979 -0.0096099999999999988 -0.14989499999999997 -0.076114999999999988 -0.0021849999999999994 -0.013969999999999998 0.084760000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 -4 6 -1 -2 -8 -3 15 12 -12 -11 -13 -5 -10
right_child=4 2 3 14 -6 -7 7 -9 9 10 11 13 -14 -15 -16 -17
leaf_value=0.00041948359473988257 0.00037416834750405355 0.0017641790004018631 0.00074452838546267192 0.0019385125806781658 -0.00037989748044247874 0.0016478691940259038 0.00057504001798741762 0.0017543135257048754 0.0029241720510198872 0.0023705213566643725 0.0029647510539944485 0.002034282484435638 0.0017467921075375514 0.0023625439298562124 0.0024325494425630335 0.002571726135292593
leaf_weight=73 89 87 78 57 54 78 52 88 77 94 68 114 93 1129 62 90
leaf_count=73 89 87 78 57 54 78 52 88 77 94 68 114 93 1129 62 90
internal_value=0 0.00217865 0.00226574 0.0016216 0.000696476 0.00105424 0.000950444 0.00131654 0.00233815 0.00236812 0.00232726 0.00236529 0.00206051 0.00233247 0.0021962 0.00273444
internal_weight=0 2100 1949 197 283 151 229 140 1752 1665 1498 1311 187 1243 119 167
internal_count=2383 2100 1949 197 283 151 229 140 1752 1665 1498 1311 187 1243 119 167
is_linear=0
shrinkage=0.0032351


Tree=2951
num_leaves=25
num_cat=0
split_feature=1 123 14 50 2 2 2 2 12 2 1 12 12 483 42 13 13 130 1 50 12 52 129 2
split_gain=80.0586 9.4087 6.43829 6.09927 6.55189 2.98327 7.98961 2.8144 1.84533 1.73758 1.18085 1.43683 1.08916 0.89543 0.798633 0.880278 0.775544 0.661212 0.617271 0.435371 0.474361 0.348391 0.343243 0.241446
threshold=0.10892500000000001 1.0000000180025095e-35 0.062655000000000016 0.086295000000000011 0.14870000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.092155000000000015 0.054520000000000006 0.10527500000000002 0.083555000000000018 0.08536500000000001 0.11589000000000001 0.058525000000000008 0.082755000000000009 -0.078734999999999986 -0.082159999999999997 0.088805000000000009 0.11890000000000002 0.08461500000000001 0.094045000000000004 -0.015319999999999999 0.085790000000000019 0.08920500000000002
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 2 7 4 5 -2 -7 10 9 -9 14 -12 13 16 17 23 -10 22 -8 21 -21 -13 -1 -16
right_child=3 -3 -4 -5 -6 6 18 8 12 -11 11 19 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0034714290280450908 0.001093456860704903 0.0021191006321783904 0.0040282251317750621 0.002417183027511509 0.00056243227449451541 0.002802971641748208 0.0016258521138862335 0.0029198683160115316 0.0032593145590667509 0.0022244001583555254 0.0026669819659797477 0.0031713301892096917 0.002593329591768266 0.0034105975628774751 0.0031498667574422381 0.0027653948897248468 0.0029128016532533165 0.0030912498536288732 0.0012291415491265481 0.0033155643435630808 0.0029774325934725752 0.0028424249610748617 0.0031924682033004931 0.0033614727344701296
leaf_weight=202 74 96 67 67 68 55 80 69 78 66 87 53 59 54 321 54 294 82 69 128 59 79 56 66
leaf_count=202 74 96 67 67 68 55 80 69 78 66 87 53 59 54 321 54 294 82 69 128 59 79 56 66
internal_value=0 0.003051 0.00309872 0.00157462 0.00141137 0.00161891 0.00180935 0.00306424 0.00289712 0.0025801 0.0031515 0.00301687 0.00298529 0.0030395 0.00322144 0.00313461 0.00298555 0.00333398 0.00144236 0.0031122 0.00320906 0.00297473 0.00341101 0.00318604
internal_weight=0 1970 1874 413 346 278 204 1807 620 135 1187 406 485 426 781 441 372 340 149 319 187 132 258 387
internal_count=2383 1970 1874 413 346 278 204 1807 620 135 1187 406 485 426 781 441 372 340 149 319 187 132 258 387
is_linear=0
shrinkage=0.0030485


Tree=2952
num_leaves=25
num_cat=0
split_feature=1 15 1 15 0 151 0 0 1 4 4 13 159 13 4 16 1454 403 16 42 15 16 13 13
split_gain=68.4058 7.04465 6.26824 4.59941 4.53409 3.13835 3.12688 2.36876 2.28529 1.85422 1.75111 1.47843 1.18384 1.1613 0.881687 0.956205 0.902852 0.88133 0.753659 0.71687 0.769656 0.903191 0.713975 0.309884
threshold=0.10915500000000002 -0.084629999999999997 0.095950000000000021 0.022565000000000005 -0.092904999999999988 -0.030624999999999996 -0.049024999999999992 -0.079524999999999985 0.13075500000000004 -0.08916499999999998 0.51136500000000018 -1.0000000180025095e-35 -0.073364999999999986 0.039845000000000012 0.032965000000000001 -0.11777499999999998 0.081720000000000015 0.085190000000000002 -0.34140499999999996 -0.079234999999999986 0.093505000000000019 0.066275000000000014 0.0019650000000000002 -0.084484999999999991
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 8 7 5 -3 -4 -6 9 18 -1 -10 -7 -9 19 16 23 17 22 -2 -14 21 -21 -11 -16
right_child=1 4 3 -5 6 11 -8 12 10 14 -12 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.002458169544275949 0.00074239644566061159 0.00028076685429593505 0.00068468010774217663 0.0021643089392151199 0.001809675748003507 0.0010968272946854068 0.00080794998026106836 0.0021410075369184267 0.00029491749413525264 0.002021311337677501 -0.00041760711990891636 0.0017245039881441738 0.0020421362247839917 0.001407114315666248 0.0017661579512956499 0.001439701442153852 0.0016244296578816456 0.0022956362992048308 0.00026476940888534777 0.0013624035471513621 0.0019403929242955509 0.0017801002040890841 0.0016788523234870709 0.0020846488667966797
leaf_weight=75 56 54 66 60 59 56 53 64 57 734 67 85 76 94 57 54 53 100 63 81 91 111 60 57
leaf_count=75 56 54 66 60 59 56 53 64 57 734 67 85 76 94 57 54 53 100 63 81 91 111 60 57
internal_value=0 0.000518256 0.00186132 0.00143501 0.000992876 0.00122347 0.00133593 0.00192798 0.000193898 0.00200156 -8.98183e-05 0.00147544 0.00175856 0.00170446 0.00197082 0.00176966 0.00200647 0.00202908 0.000489803 0.00178223 0.00171232 0.00160405 0.00199547 0.00192568
internal_weight=0 409 1974 267 166 207 112 1707 243 1190 124 141 517 453 1115 168 947 894 119 359 283 192 794 114
internal_count=2383 409 1974 267 166 207 112 1707 243 1190 124 141 517 453 1115 168 947 894 119 359 283 192 794 114
is_linear=0
shrinkage=0.00298873


Tree=2953
num_leaves=20
num_cat=0
split_feature=1 12 42 4 1 2 1452 480 157 157 2 12 403 12 133 4 12 52 2
split_gain=2.75953 1.45543 1.10065 0.949471 2.02859 0.605344 0.521488 0.63002 0.551537 0.726803 0.796658 0.928986 0.956268 0.848941 0.987765 0.645666 0.611173 0.58128 0.215277
threshold=0.10915500000000002 0.10695000000000002 0.082755000000000009 0.51326500000000019 0.13251500000000002 0.11517500000000001 0.086765000000000023 -0.020629999999999999 -0.084639999999999979 -0.080544999999999992 0.08647500000000001 0.083785000000000012 -0.019354999999999994 0.088785000000000017 0.0035300000000000006 -0.013125 0.11589000000000001 -0.011954999999999999 0.11378000000000001
decision_type=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 18 -4 7 -1 15 -10 11 17 -13 14 -12 -9 -15 -11 -2
right_child=1 -3 5 -5 -6 -7 -8 8 9 10 13 12 -14 16 -16 -17 -18 -19 -20
leaf_value=5.0858083888190956e-05 -0.0035244736073792343 -0.0046700117463550463 0.007350321491307368 -0.004147565928171947 0.0061953777075857254 0.0019403189041720208 0.0069475977668218584 0.0090214049570316503 -0.00011325777736811647 0.0050101817698828804 0.00057111019021946821 0.0026595027954991923 0.0057513889541290176 0.0047422068931476146 0.0044986860309200105 0.0041520035419828341 0.0005389601177242995 0.0099718913038767711 -0.00013244017462294111
leaf_weight=55 53 59 58 54 75 58 88 67 60 59 245 256 309 475 141 89 54 76 52
leaf_count=55 53 59 58 54 75 58 88 67 60 59 245 256 309 475 141 89 54 76 52
internal_value=0 0.000756796 0.00167274 0.000195744 0.00150095 0.00464876 0.00413004 0.00399837 0.00411672 0.00391819 0.00406821 0.0050181 0.00435117 0.00334108 0.00200683 0.00624591 0.0043139 0.0078064 -0.00184841
internal_weight=0 409 350 234 180 116 1974 1886 1831 1675 1615 700 565 915 386 156 529 135 105
internal_count=2383 409 350 234 180 116 1974 1886 1831 1675 1615 700 565 915 386 156 529 135 105
is_linear=0
shrinkage=0.0373633


Tree=2954
num_leaves=24
num_cat=0
split_feature=1 1 4 4 3 151 11 16 1 159 3 47 43 133 42 16 3 4 4 133 4 13 133
split_gain=71.6989 8.33923 7.77762 7.60579 7.36937 5.22637 3.08066 3.60728 2.77781 2.33424 2.27234 1.76517 1.60923 1.05763 0.994545 0.924116 0.818524 0.908213 0.783081 0.616754 0.475237 0.446398 0.287772
threshold=0.10915500000000002 0.096035000000000023 0.27287000000000006 -0.16772499999999999 -0.048154999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.0060650000000000009 0.13130500000000003 0.088800000000000004 -0.049509999999999992 0.085505000000000012 -0.011884999999999998 0.11370000000000001 0.090775000000000008 -0.00093999999999999997 -0.072024999999999992 0.0015850000000000003 0.51286500000000013 0.50628500000000021 -0.080659999999999996 -0.091769999999999977 0.087195000000000009
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=1 6 4 -3 -2 -5 7 13 -4 12 -7 -6 14 15 22 16 21 -18 -10 20 -15 -1 -9
right_child=2 3 8 5 11 10 -8 9 18 -11 -12 -13 -14 19 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.002824745117649255 0.0026278510931878143 0.0032478173250916616 0.0013509413028341061 0.0013055399318409389 0.0010443122930571427 0.0027308856165846832 0.0034895936123175331 0.0031595812579206252 0.00087310220670756768 0.0019761851339110108 0.0018722693148698745 0.0017983115179650783 0.002237696772356908 0.0027997535583542338 0.0025331143912427846 0.0034106407652936543 0.0029978111686051502 0.0025700214104755316 0.00035054834041566241 0.0029965270501835974 0.00241751694778875 0.0030464984507557772 0.0028590222477925887
leaf_weight=110 72 65 92 71 75 76 88 60 58 54 53 54 60 71 76 52 105 99 58 66 65 723 80
leaf_count=110 72 65 92 71 75 76 88 60 58 54 53 54 60 71 76 52 105 99 58 66 65 723 80
internal_value=0 0.00282858 0.00136935 0.00230446 0.00181445 0.00199769 0.00290983 0.00287834 0.000939068 0.00258159 0.00237838 0.0013602 0.00269992 0.00295416 0.00282815 0.0029936 0.00297266 0.00279037 0.000612117 0.00274138 0.00261732 0.00301726 0.00298808
internal_weight=0 1974 409 265 201 200 1709 1621 208 330 129 129 276 1291 216 1089 1037 204 116 202 136 833 140
internal_count=2383 1974 409 265 201 200 1709 1621 208 330 129 129 276 1291 216 1089 1037 204 116 202 136 833 140
is_linear=0
shrinkage=0.00317166


Tree=2955
num_leaves=20
num_cat=0
split_feature=12 0 160 47 3 3 1 1 13 12 3 13 1 12 1456 3 0 1211 12
split_gain=2.90854 1.1936 1.30754 0.763098 0.943801 2.01243 1.2501 1.02413 1.11332 0.654444 0.616209 0.883583 0.55714 0.495844 0.547129 0.518652 0.50838 0.506742 0.309971
threshold=0.077755000000000005 -0.23091999999999999 -0.11051499999999999 0.097480000000000011 0.10812000000000001 0.077930000000000013 0.11670500000000002 0.10141500000000002 -0.0090849999999999976 0.083325000000000024 -0.14443999999999999 0.09610500000000001 0.111945 0.083970000000000017 -0.080829999999999985 -0.096749999999999989 -0.079309999999999978 0.085535000000000014 -0.085209999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 18 -9 -2 11 -11 13 -12 -15 16 -16 -17 -4
right_child=9 2 3 -5 6 -7 -8 8 -10 10 12 -13 -14 14 15 17 -18 -19 -20
leaf_value=0.0058646349234307204 0.0079212488335914221 -0.004832880583028748 0.00061495311449358302 0.0054474157340432686 -0.0067406397628863727 0.0076082540208734228 0.001611187287627716 0.00082597371061765058 -0.0061083701026853222 0.0089318008024048684 0.00082816584341697435 0.002878100620914112 0.00078948145376902515 0.0068502929878619268 0.0037224472452963993 0.0038948260968548142 -0.0012853396184765678 0.0068401724383192475 0.0044393208697081892
leaf_weight=67 64 60 59 53 52 65 52 78 59 83 71 61 87 98 66 1020 53 93 65
leaf_count=67 64 60 59 53 52 65 52 78 59 83 71 61 87 98 66 1020 53 93 65
internal_value=0 0.00106486 0.000471877 0.0011317 0.000598811 0.00160804 -0.00256081 0.000112173 -0.00215738 0.0041344 0.00398565 0.00637021 0.00375461 0.00393845 0.00410418 0.00388541 0.00148867 0.0041413 0.00262294
internal_weight=0 610 543 483 430 326 104 261 137 1696 1632 144 1488 1401 1330 1232 119 1113 124
internal_count=2306 610 543 483 430 326 104 261 137 1696 1632 144 1488 1401 1330 1232 119 1113 124
is_linear=0
shrinkage=0.0381105


Tree=2956
num_leaves=29
num_cat=0
split_feature=1 2 2 2 4 1 11 40 43 42 4 2 42 13 403 2 2 52 43 43 4 13 52 2 13 483 4 42
split_gain=42.4564 7.96047 4.99818 5.05699 4.29794 2.63863 6.13564 1.1554 1.12755 1.24228 1.24275 1.17253 1.24402 1.12463 0.865126 0.87858 0.864499 0.83925 0.716994 0.716297 0.704095 0.697682 0.655404 0.515199 0.798113 0.456396 0.375125 0.341296
threshold=0.11156000000000001 0.12708000000000003 -0.0091949999999999983 0.091205000000000008 0.41345000000000004 0.086255000000000012 0.083010000000000014 -0.026419999999999996 -0.017259999999999998 0.085355000000000014 -0.07928499999999998 0.064660000000000009 0.082115000000000007 -0.0049299999999999995 -0.085834999999999981 0.10836000000000003 0.083815000000000014 -0.074744999999999992 -0.065804999999999989 -0.073404999999999984 -0.082869999999999985 -0.075679999999999983 0.089725000000000013 0.088500000000000009 0.004745000000000001 1.0000000180025095e-35 -0.013514999999999998 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 8 18 14 13 -3 9 23 -11 12 -10 -7 -5 17 -13 -16 -2 -17 -18 -19 -22 24 26 27 -4 -12
right_child=1 7 3 5 -6 6 -8 -9 11 10 25 16 -14 -15 15 19 20 21 -20 -21 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00094357911895374036 0.0011586164611527136 -0.000111416518001897 0.002105148741190999 0.0020294898953977175 0.00053195928453114792 0.00068510605787749945 0.0021702703666479297 0.00040216205280898062 0.0014787806956221227 0.0013563259080933603 0.0020778299043591113 0.0024529656488056269 0.0020713813143902918 0.0012154930083967158 0.0020081347660055541 0.0017254509708347085 0.0022653358937503522 0.0018551449339944931 0.0015904761705681032 0.0013097970626978082 0.0020795985113016631 0.0015265761133818742 0.0017418751989363907 0.002212401144984652 0.0016006336484173463 0.0015866372622198198 0.001868493952764226 0.0017811354358783645
leaf_weight=60 65 65 117 71 83 52 56 89 60 70 58 56 63 103 90 64 97 101 69 83 146 128 77 59 59 57 122 86
leaf_count=60 65 65 117 71 83 52 56 89 60 70 58 56 63 103 90 64 97 101 69 83 146 128 77 59 59 57 122 86
internal_value=0 0.000694929 0.00177716 0.00180382 0.00105654 0.00161677 0.00133848 0.000185189 0.00192793 0.00184478 0.00169434 0.00203252 0.00178256 0.00103776 0.00172606 0.00167977 0.00211421 0.00176666 0.00138123 0.00149097 0.00205483 0.00167163 0.00196313 0.00195888 0.00190859 0.0018119 0.00198448 0.00190085
internal_weight=0 371 1935 1875 217 748 211 154 1127 628 271 499 123 155 537 466 376 319 134 147 320 229 223 357 298 201 239 144
internal_count=2306 371 1935 1875 217 748 211 154 1127 628 271 499 123 155 537 466 376 319 134 147 320 229 223 357 298 201 239 144
is_linear=0
shrinkage=0.00293013


Tree=2957
num_leaves=17
num_cat=0
split_feature=1 3 1 3 12 4 3 2 14 16 151 12 4 4 43 16
split_gain=47.5411 10.704 5.51372 5.32563 4.49301 2.862 2.20352 1.87152 2.06315 1.67549 1.20314 1.76626 1.272 1.26698 1.0495 0.830663
threshold=0.104035 -0.06340999999999998 0.12337000000000002 0.099930000000000005 -0.090699999999999989 0.24726500000000004 0.0025650000000000004 0.10836000000000003 0.078400000000000011 -0.4058199999999999 -0.086439999999999989 0.090345000000000023 -0.17689999999999997 0.032965000000000001 -0.085054999999999978 0.022165000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 6 4 -1 -2 -3 8 10 -4 14 12 -12 -13 -6 -9
right_child=1 2 9 -5 7 -7 -8 15 -10 -11 11 13 -14 -15 -16 -17
leaf_value=0.0017521149023760668 0.0024598257108822807 0.0011318034884283789 0.00034870492515441084 0.0015628958544680132 0.0026146071802933967 0.0016425151821003441 0.0018462684584553254 0.002562198249714185 0.0032581449059478473 0.00099347608308528071 0.0032200498623685997 0.0025605799823116616 0.0027131592036628025 0.0020330158574140503 0.0020192704063161059 0.0021103151539891658
leaf_weight=63 99 78 69 53 62 77 99 72 55 99 54 431 785 52 59 99
leaf_count=63 99 78 69 53 62 77 99 72 55 99 54 431 785 52 59 99
internal_value=0 0.00146572 0.0011408 0.00255487 0.0025852 0.00210244 0.00153161 0.00261663 0.00265266 0.000728861 0.00262956 0.00265744 0.00274582 0.00250385 0.0023246 0.00230078
internal_weight=0 521 345 1785 1732 176 177 1669 1498 168 1443 1322 839 483 121 171
internal_count=2306 521 345 1785 1732 176 177 1669 1498 168 1443 1322 839 483 121 171
is_linear=0
shrinkage=0.00317166


Tree=2958
num_leaves=28
num_cat=0
split_feature=1 376 0 159 1 2 13 51 0 0 131 400 42 2 0 2 159 1212 13 42 0 403 42 2 2 133 131
split_gain=1.79939 1.68791 1.27167 1.47568 1.24899 0.877702 0.736572 1.02726 0.732682 0.85976 0.63868 0.472959 0.512969 0.813402 0.880043 0.720024 0.681112 0.658373 0.462204 0.450355 0.326239 0.298157 0.26545 0.638109 0.264688 0.165455 0.130561
threshold=0.10141500000000002 0.083785000000000012 0.062580000000000011 0.101785 0.13840500000000003 0.11693000000000002 -0.086919999999999983 -1.0000000180025095e-35 -0.061994999999999995 -0.14216999999999999 0.090855000000000005 -0.064794999999999978 0.090395000000000017 0.064660000000000009 -0.093039999999999984 0.090790000000000023 -0.017094999999999996 0.087685000000000013 -0.009244999999999998 0.091315000000000021 -0.071519999999999986 -0.15323999999999996 0.085495000000000015 0.08542000000000001 0.085955000000000018 0.11667000000000001 0.10956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 7 -1 9 -2 11 -8 13 18 15 -15 -14 -16 -13 22 25 -12 23 -9 -24 -18 -23
right_child=1 -3 -4 -5 -6 -7 10 19 -10 -11 21 12 16 14 17 -17 20 -19 -20 -21 -22 26 24 -25 -26 -27 -28
leaf_value=0.0098632279677504445 0.00075091026055772137 -0.0037594319101805517 0.0070459849818571684 -0.0032316942667669183 0.0075015414688681704 -0.0012578315511611428 0.0057744677784158961 0.0013458957511465245 -0.00086968256044948184 0.0059457258010062811 0.0033348424819440925 0.001894401712772502 0.0076168271155456335 0.0072933373523519571 0.0027081028671233284 0.0024316604841765756 0.0033852217034216051 -0.0013955007487379426 -0.0025151230291846822 0.0017375922961457521 0.0049025886712712324 0.0053603380145988023 0.0083371034204301388 0.0066375002386097901 0.0048247022782567468 0.00072876740042218864 0.0077695739156936061
leaf_weight=54 67 69 62 70 54 97 83 59 53 107 58 65 62 96 496 67 63 56 58 62 97 64 52 59 61 59 56
leaf_count=54 67 69 62 70 54 97 83 59 53 107 58 65 62 96 496 67 63 56 58 62 97 64 52 59 61 59 56
internal_value=0 0.00151007 0.00222376 0.00155554 0.00244308 0.00159882 0.00382472 0.00530582 0.00282119 0.00394763 0.00345202 0.00315395 0.00295924 0.00251288 0.00297697 0.00529733 0.00428901 0.0022911 -0.000181769 0.00446458 0.00334513 0.00546262 0.00519483 0.00399495 0.00644442 0.00210369 0.00648784
internal_weight=0 579 510 448 378 324 1727 347 227 174 1380 1202 1119 838 715 163 281 552 123 293 219 178 231 118 113 122 120
internal_count=2306 579 510 448 378 324 1727 347 227 174 1380 1202 1119 838 715 163 281 552 123 293 219 178 231 118 113 122 120
is_linear=0
shrinkage=0.0359124


Tree=2959
num_leaves=19
num_cat=0
split_feature=3 1 11 2 3 12 3 3 1 1 12 2 13 1 1456 2 3 3
split_gain=2.01344 0.971803 0.671349 1.58377 0.623406 0.749999 0.594433 1.27368 1.18633 1.13304 1.1518 0.648198 0.512374 0.394151 0.440762 0.626679 0.539449 0.271602
threshold=-0.044759999999999994 0.14262000000000002 0.080455000000000013 0.097145000000000023 -0.12595999999999999 0.08073000000000001 0.077930000000000013 0.10323000000000002 0.10525000000000002 0.10171500000000001 -0.089089999999999989 0.093565000000000023 -0.097199999999999995 0.10538500000000002 0.088395000000000015 0.11500500000000001 -0.072739999999999985 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 -4 5 -1 9 -8 -9 11 -11 -2 -6 14 15 16 -14 -10
right_child=1 -3 3 -5 12 -7 7 8 17 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0039950185688552584 0.0063031075730207642 -0.0036723953689085059 0.012022254142372084 0.0031102179421467939 0.0075658006905169094 -0.0023487833199215607 0.0067543540062380775 -0.0042452603714225505 0.0047223583377553925 0.002214158994868876 -0.0054689385650511912 0.00030031210650428679 0.0039983864260140075 0.0011124541529622608 0.00051168960148398584 0.0077163797279361894 0.0010416623956208831 0.00090122678577076614
leaf_weight=59 54 65 52 88 55 63 92 52 69 53 80 65 1060 99 65 68 112 55
leaf_count=59 54 65 52 88 55 63 92 52 69 53 80 65 1060 99 65 68 112 55
internal_value=0 0.000987929 0.0037355 0.00642349 0.0034972 0.000715582 0.0015713 0.00289735 0.000878731 0.000159346 -0.00240401 0.0030279 0.0037295 0.00357891 0.00376569 0.00393591 0.0037162 0.00303098
internal_weight=0 585 1721 140 1581 122 520 268 176 252 133 119 1459 1404 1305 1240 1172 124
internal_count=2306 585 1721 140 1581 122 520 268 176 252 133 119 1459 1404 1305 1240 1172 124
is_linear=0
shrinkage=0.0404432


Tree=2960
num_leaves=23
num_cat=0
split_feature=1 52 1 2 12 2 2 2 41 49 2 13 1 1 12 1447 1210 475 52 12 43 1210
split_gain=44.3682 10.092 7.19814 5.60709 3.68501 3.57428 3.04624 3.36612 2.18487 1.58419 1.51225 1.07658 0.916646 0.764285 1.21003 0.631572 0.569249 0.893718 0.559767 0.557869 0.415091 0.398283
threshold=0.10574000000000001 -0.40809499999999993 0.14787500000000001 0.11144000000000001 0.077755000000000005 -1.0000000180025095e-35 0.074875000000000011 0.093255000000000018 0.075585000000000013 0.047620000000000003 0.11177500000000001 -0.016469999999999995 0.12450500000000002 0.089790000000000023 0.090715000000000018 -0.085709999999999995 -0.059899999999999995 -0.08230999999999998 -1.0000000180025095e-35 0.10207000000000001 -0.04009999999999999 -0.087769999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 -3 -1 -8 10 -9 13 12 -5 15 -15 -6 21 -18 -16 -12 -20 -17
right_child=1 2 -4 11 8 -7 7 9 -10 -11 19 -13 -14 14 18 16 17 -19 20 -21 -22 -23
leaf_value=0.0010437539957218564 0.0022467948132093006 0.00091796597176491417 -0.00021820148635054537 0.00071118042988667948 0.0024394292330431281 0.001807468278343341 0.0023339325033345884 0.001334915437024065 0.0026735706437008874 0.0019965312443735212 0.0019796397627446696 0.00088798613270814049 0.00015736295704084997 0.0015199938194571938 0.0023295572939416968 0.0020913721234379263 0.0024130670655864851 0.002110367480637425 0.0021398232013688902 0.0015444152833104837 0.0017691444759315301 0.0017074996192401972
leaf_weight=53 55 82 55 59 65 94 93 95 62 56 52 94 57 52 54 55 108 853 57 66 64 53
leaf_count=53 55 82 55 59 65 94 93 95 62 56 52 94 57 52 54 55 108 853 57 66 64 53
internal_value=0 0.000990485 0.000833727 0.0009837 0.00203863 0.00139323 0.00172087 0.00186781 0.00209985 0.0015805 0.00207578 0.000640316 0.000439332 0.00210517 0.0019389 0.00213842 0.00212009 0.00214442 0.00206319 0.00173649 0.00194404 0.0019033
internal_weight=0 496 441 386 1838 176 297 244 1541 151 1479 210 116 1361 227 1134 1069 961 175 118 121 108
internal_count=2334 496 441 386 1838 176 297 244 1541 151 1479 210 116 1361 227 1134 1069 961 175 118 121 108
is_linear=0
shrinkage=0.00310948


Tree=2961
num_leaves=20
num_cat=0
split_feature=3 0 156 51 3 3 457 0 51 0 42 3 484 12 133 133 133 156 0
split_gain=2.08461 0.910419 0.922316 0.878207 0.869885 1.35741 0.663702 0.674043 0.736371 0.675713 0.839401 1.41151 0.618897 0.832064 0.67966 0.595427 0.440716 0.703416 0.456833
threshold=0.30112000000000005 -0.070064999999999975 -0.00054499999999999991 -0.40771999999999992 -0.23303499999999996 -0.11756999999999999 0.092360000000000012 -0.23046999999999998 -0.13690499999999997 -0.086544999999999997 0.087755000000000014 -0.078484999999999985 -0.069939999999999988 0.085005000000000011 0.091745000000000007 0.15915500000000002 0.087525000000000006 0.088610000000000008 -0.055219999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 7 -1 -9 12 11 -11 13 -10 -14 -12 17 -7 -18
right_child=-2 2 3 4 5 16 -8 8 9 10 15 -13 14 -15 -16 -17 18 -19 -20
leaf_value=0.0078693620097940262 -0.002683282720159324 0.006337160282414934 0.0055521077346463426 0.0042335410213689825 -0.0057556583001284476 -0.0016426016999823135 7.4946597299862142e-05 0.0071538889466432453 -0.0034574726668715784 0.0042335038294710791 0.0015543313641383902 0.01030587555305622 0.0023904851409266531 0.0031723085346245547 0.0062279924348058423 0.0056841772321271312 0.00021777794418637562 0.0034044679049735111 0.005094543252684213
leaf_weight=53 97 56 59 79 54 148 80 76 56 430 233 64 485 54 78 65 55 55 57
leaf_count=53 97 56 59 79 54 148 80 76 56 430 233 64 485 54 78 65 55 55 57
internal_value=0 0.00302133 0.00169419 0.00118055 0.000603925 -0.000172044 0.00346744 0.00363745 0.00349163 0.00330137 0.00405661 0.00502103 0.00241198 -0.000199154 0.00292287 0.0024565 0.000783855 -0.000273165 0.00270334
internal_weight=0 2237 563 507 448 369 1674 1594 1541 1465 792 494 673 110 563 298 315 203 112
internal_count=2334 2237 563 507 448 369 1674 1594 1541 1465 792 494 673 110 563 298 315 203 112
is_linear=0
shrinkage=0.0381105


Tree=2962
num_leaves=23
num_cat=0
split_feature=1 52 1 124 3 15 4 3 48 3 15 4 3 393 3 3 3 402 403 3 4 3
split_gain=49.9063 12.661 6.81598 4.59931 2.25362 3.57159 2.17168 1.88502 1.34507 1.31064 1.7651 2.12023 2.58806 1.15076 1.13984 2.63085 0.751128 0.704191 0.700238 0.669192 0.611878 0.965773
threshold=0.10491000000000002 -0.40809499999999993 0.13554500000000003 -0.043384999999999993 -0.049204999999999992 -0.043644999999999996 0.24726500000000004 0.30112000000000005 0.08796000000000001 -0.079214999999999994 -0.10753999999999998 -0.060264999999999992 0.083605000000000013 0.08407000000000002 -0.21779999999999997 -0.14619999999999997 0.092330000000000009 0.11353000000000001 -0.51745999999999992 -0.073444999999999983 0.020345000000000005 -0.069729999999999986
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 4 -1 6 8 -3 -4 -6 13 -11 16 20 14 -5 -16 19 18 -17 -12 21 -13
right_child=1 2 7 9 5 -7 -8 -9 -10 10 11 12 -14 -15 15 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0019839083113978983 0.0029350674275491102 0.002466787595469372 0.0010928261227422418 0.0023738031651240931 0.0019915950026943045 0.0007714578642738926 0.0015863995883721074 0.00032673261731933415 0.001371930130654135 0.0031054446377144608 0.0028418949418293417 0.0023804574584355377 0.001720119413200885 0.0024042596479734589 0.0034386037072092097 0.0024586355080200386 0.0031133670084114141 0.0031317873955343991 0.0027979851065765698 0.0024338633399964235 0.0023084862275641604 0.0029012834540643037
leaf_weight=89 60 53 81 57 77 58 61 54 66 63 100 75 52 75 69 68 52 60 821 71 101 71
leaf_count=89 60 53 81 57 77 58 61 54 66 63 100 75 52 75 69 68 52 60 821 71 101 71
internal_value=0 0.001566 0.00138338 0.0026885 0.00163902 0.00143638 0.001996 0.00078664 0.00170583 0.00272463 0.00260153 0.00254065 0.00236532 0.00278722 0.0028139 0.00283851 0.00277559 0.00279485 0.00277207 0.00267268 0.00250101 0.00263397
internal_weight=0 510 450 1824 315 201 114 135 143 1735 585 522 299 1150 1075 1018 223 949 889 171 247 146
internal_count=2334 510 450 1824 315 201 114 135 143 1735 585 522 299 1150 1075 1018 223 949 889 171 247 146
is_linear=0
shrinkage=0.00317166


Tree=2963
num_leaves=19
num_cat=0
split_feature=49 43 10 4 0 42 0 42 159 0 0 0 4 49 42 43 155 43
split_gain=1.34602 1.20213 0.991896 0.898799 0.883816 1.40421 1.36647 0.778521 0.746782 1.97673 0.629116 0.739194 1.09261 0.583735 0.629514 0.411381 0.406945 0.191173
threshold=-0.14917999999999998 -0.23919999999999997 -0.089679999999999982 -0.49269499999999994 -0.069074999999999984 0.077855000000000021 -0.057279999999999991 -0.042074999999999994 0.081445000000000017 -0.016419999999999997 -0.097074999999999981 -0.23141499999999995 -0.031874999999999994 -0.011659999999999998 0.087755000000000014 -0.053524999999999996 0.080580000000000013 -0.086949999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 16 10 8 -7 -2 9 -6 11 -5 -13 17 -15 -8 -4 -12
right_child=1 2 3 4 5 6 15 -9 -10 -11 13 12 -14 14 -16 -17 -18 -19
leaf_value=-0.0024843857926073586 0.0041871733895142123 -0.0026457598499986927 0.0091015727962019226 0.0062366883328117675 0.0007970547252863793 -0.0005975220048624689 0.0091139381580225779 0.01068020327236662 0.0028902394017920842 -0.0089087122961733264 0.0048745348839731211 0.0066911125628947741 0.0003711509963831465 0.0041788207729962779 0.0021365453017780848 0.0040536838426266757 0.0040673981356840897 0.0083412782130624155
leaf_weight=73 71 52 54 56 94 73 53 53 52 54 54 52 322 672 392 53 52 52
leaf_count=73 71 52 54 56 94 73 53 53 52 54 54 52 322 672 392 53 52 52
internal_value=0 0.00309212 0.00286714 0.00300484 0.00281012 0.00105235 0.00365511 0.0069659 -0.00127496 -0.00274132 0.00322622 0.00190132 0.00125102 0.00371279 0.00342681 0.00658788 0.00663605 0.00657927
internal_weight=0 2261 2137 2085 1979 379 179 124 200 148 1600 430 374 1170 1064 106 106 106
internal_count=2334 2261 2137 2085 1979 379 179 124 200 148 1600 430 374 1170 1064 106 106 106
is_linear=0
shrinkage=0.0404432


Tree=2964
num_leaves=15
num_cat=0
split_feature=2 15 4 15 3 151 49 3 151 133 41 157 3 151
split_gain=1.79648 1.22945 0.960054 0.896225 0.902507 0.873134 0.854814 1.66452 1.39392 1.15922 1.00078 0.516167 0.33274 0.142915
threshold=0.13388500000000003 -0.044164999999999989 0.50373500000000015 0.11754500000000001 0.11745500000000002 0.085465000000000013 -0.048579999999999991 -0.084524999999999975 -0.080454999999999985 0.084335000000000007 0.075585000000000013 -0.019454999999999997 -0.0098449999999999979 -0.091649999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 9 -8 11 -10 -9 -11
right_child=1 -3 -4 -5 -6 -7 8 12 10 13 -12 -13 -14 -15
leaf_value=-0.0049546172858682203 0.0037110686371436812 -0.006103480198782772 -0.0028243648243215284 0.0060462350379054501 -0.0010280032501610648 0.0067492586590130361 0.0092806805057861763 0.0041792256768412228 0.00033191407917329926 0.0019167052593760531 0.0062046407378808293 0.0023213391323240956 0.00044788337140075314 0.0046249900792665055
leaf_weight=61 64 52 57 91 102 63 72 67 204 54 82 1251 62 52
leaf_count=61 64 52 57 91 102 63 72 67 204 54 82 1251 62 52
internal_value=0 -0.00139226 0.000629162 0.00248567 0.00232895 0.00250314 0.00236251 2.91854e-05 0.00262079 0.00569097 0.00226498 0.00204268 0.0023889 0.00324899
internal_weight=0 173 121 2161 2070 1968 1905 190 1715 178 1537 1455 129 106
internal_count=2334 173 121 2161 2070 1968 1905 190 1715 178 1537 1455 129 106
is_linear=0
shrinkage=0.0366306


Tree=2965
num_leaves=20
num_cat=0
split_feature=1453 0 0 133 52 0 16 49 3 4 16 133 0 12 51 43 0 52 12
split_gain=1.24895 0.931198 1.17488 1.33812 1.75921 2.26961 1.28938 0.683162 0.676468 0.891488 1.27448 1.08822 0.834028 1.12019 0.550126 0.485394 0.476031 0.326092 0.249437
threshold=-0.077764999999999987 -0.15135999999999997 -0.053259999999999995 0.062925000000000009 -0.35673999999999995 0.043875000000000004 -0.0021749999999999994 -1.0000000180025095e-35 -0.12077499999999998 0.0053900000000000016 -0.14483499999999996 0.008405000000000001 -0.11208499999999998 0.083425000000000013 -0.085574999999999984 -0.0088849999999999988 -0.11208499999999998 -0.063789999999999986 0.093765000000000015
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 8 4 18 6 -6 -2 -3 12 16 15 -10 17 -15 -12 -11 -14 -4
right_child=1 2 3 -5 5 -7 -8 -9 9 10 11 -13 13 14 -16 -17 -18 -19 -20
leaf_value=0.0069496995293784527 -0.0037256512039814658 0.0060357110874397213 0.0046178176225249801 0.0038547942183901631 -0.0031347120508090345 0.00098105729872307343 -0.011685721338127087 0.0011135501513155652 -0.0016128231695352834 0.0054509884718034109 -0.0021071489887360662 -0.0054275388654020469 0.0044605437141192602 0.0055825564380791292 0.0022636236854547158 0.0023738621047031724 0.0013070102076720876 0.0087383313007795352 0.00083428686691865356
leaf_weight=69 80 71 54 102 55 94 52 98 65 72 64 70 53 82 978 85 101 56 52
leaf_count=69 80 71 54 102 55 94 52 98 65 72 64 70 53 82 978 85 101 56 52
internal_value=0 0.00163931 0.00186757 -1.63392e-06 -0.00128427 -0.00342213 -0.00729422 -0.00105904 0.00231832 0.00215574 0.00053947 -0.00142926 0.00266884 0.00290727 0.00252076 0.000446347 0.00303407 0.00666211 0.00276566
internal_weight=0 2284 2106 409 307 201 107 178 1697 1626 392 219 1234 1169 1060 149 173 109 106
internal_count=2353 2284 2106 409 307 201 107 178 1697 1626 392 219 1234 1169 1060 149 173 109 106
is_linear=0
shrinkage=0.0388727


Tree=2966
num_leaves=24
num_cat=0
split_feature=4 12 150 12 3 2 4 2 15 43 2 158 12 151 11 15 13 15 158 15 157 133 13
split_gain=37.674 12.0836 9.67773 3.80809 3.66308 3.21556 3.11634 3.69901 2.71761 2.06985 2.05535 1.80633 2.84299 1.72837 2.21357 0.9378 1.03021 1.10739 0.743995 0.836953 0.582118 0.442178 0.224455
threshold=0.30163500000000004 0.054520000000000006 0.094605000000000009 0.092495000000000008 0.31400500000000003 0.11626500000000002 -9.4999999999999992e-05 0.082295000000000021 -0.0053099999999999996 -1.0000000180025095e-35 0.089625000000000024 0.081640000000000018 0.11769500000000001 -0.086439999999999989 1.0000000180025095e-35 0.029300000000000003 0.055020000000000006 -0.079799999999999996 0.102205 0.092725000000000016 -0.08266999999999998 0.39985000000000009 -0.047864999999999991
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=1 2 5 13 9 6 7 -1 -9 -2 -8 12 15 -3 18 16 17 -5 19 20 -15 22 -17
right_child=4 3 -4 11 -6 -7 10 8 -10 -11 -12 -13 -14 14 -16 21 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00099396550784607365 0.00070513913136867811 0.001909383181510143 0.00043617184644920457 0.0020743607608027241 0.00012675365187683757 0.0011608136992726607 0.0027529651818464216 0.0014973147935274575 0.0023274657562688209 0.0013265919448935909 0.0019199835960207504 0.0024831132824332429 0.0013782105407250615 0.0025653061441423802 0.0029031959052878138 0.0023841610911696873 0.0022147162464808217 0.0016027739667684891 0.0026523916825033664 0.001928904602107496 0.0022831515516932009 0.001983202866599931 0.0021519149031174463
leaf_weight=52 98 92 56 78 54 62 55 69 79 102 56 68 70 78 63 79 75 117 56 58 668 81 87
leaf_count=52 98 92 56 78 54 62 55 69 79 102 56 68 70 78 63 79 75 117 56 58 668 81 87
internal_value=0 0.00207529 0.00161863 0.00219257 0.000831991 0.00179608 0.00192261 0.00169468 0.00194066 0.00102224 0.00233302 0.00201097 0.00195622 0.00230973 0.0023496 0.00203442 0.00190924 0.00179158 0.00230901 0.00228505 0.0023127 0.00217113 0.00226264
internal_weight=0 2099 429 1670 254 373 311 200 148 200 111 655 587 1015 923 517 270 195 860 804 746 247 166
internal_count=2353 2099 429 1670 254 373 311 200 148 200 111 655 587 1015 923 517 270 195 860 804 746 247 166
is_linear=0
shrinkage=0.0030485


Tree=2967
num_leaves=19
num_cat=0
split_feature=4 3 39 2 3 0 4 15 133 4 52 16 16 16 16 13 13 1446
split_gain=31.3559 8.65848 4.59849 2.44572 2.14809 2.10069 1.73669 2.56786 1.64634 1.39926 1.24528 1.16174 0.837449 1.43316 0.787685 0.655045 0.594679 0.465992
threshold=0.27161500000000005 0.11191000000000002 0.085345000000000018 0.091205000000000008 0.31400500000000003 -0.067969999999999989 0.41181500000000004 -0.42759999999999992 -0.076779999999999987 -0.024114999999999994 0.41348500000000005 0.16984500000000002 0.62487500000000018 -0.0070899999999999991 -0.061784999999999993 -0.097199999999999995 -0.089024999999999979 0.087985000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 6 -4 -2 -8 14 -3 12 15 13 -10 -5 -1 -17 -18
right_child=4 9 5 8 -6 -7 7 -9 10 -11 -12 -13 -14 -15 -16 16 17 -19
leaf_value=0.0023948611622944187 0.0014171884728470846 0.0014176331788987209 0.0017897154517412053 0.001765139779274995 0.0002612248785089429 0.0010271990821711151 0.0010864518930028277 0.00030882441216572307 0.0019764587261514466 0.00072133153194342016 0.0023481790678587964 0.0017358749461596731 0.002206574178771925 0.0016183059133306258 0.0012697655743272834 0.001841830207925665 0.0020816238878414838 0.002370551705479452
leaf_weight=65 53 52 66 59 55 69 101 65 225 56 54 92 57 196 62 94 875 57
leaf_count=65 53 52 66 59 55 69 101 65 225 56 54 92 57 196 62 94 875 57
internal_value=0 0.001898 0.00194407 0.00198404 0.000800661 0.00140023 0.000935988 0.000782155 0.00183384 0.00105689 0.00190708 0.00206692 0.00185718 0.0018098 0.00151158 0.00209481 0.00207577 0.00209933
internal_weight=0 2079 1971 1836 274 135 219 166 653 108 532 1183 478 421 121 1091 1026 932
internal_count=2353 2079 1971 1836 274 135 219 166 653 108 532 1183 478 421 121 1091 1026 932
is_linear=0
shrinkage=0.0030485


Tree=2968
num_leaves=15
num_cat=0
split_feature=1 34 13 15 40 49 0 150 1446 484 12 15 156 0
split_gain=0.876805 1.55519 0.908121 0.78508 1.26534 0.770725 0.764583 0.919959 0.701088 0.686723 0.69368 1.15033 0.711541 0.591377
threshold=0.11869500000000001 -0.0011599999999999998 -0.17933499999999997 -0.084629999999999997 -0.049474999999999998 0.13984500000000002 -0.15270499999999995 1.0000000180025095e-35 0.090300000000000005 -0.084954999999999989 0.081095000000000014 -0.046449999999999998 0.11091500000000001 -0.08150499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 -3 9 13 11 -11 -12 -8
right_child=2 5 3 -5 -6 -7 8 -9 -10 10 12 -13 -14 -15
leaf_value=0.0089285860973973372 0.0035632913730178021 0.001907937065738046 0.0010357424956526679 0.0020109268173537152 -0.0075444282789397686 0.007235955874304997 0.0031670045221693002 -0.0048355109969799234 -0.0011195015129171742 0.0029706840134291249 0.0029677432617522671 -0.0024339075189201745 -0.001335103387535912 0.00817688985889428
leaf_weight=61 83 88 52 64 61 52 98 53 85 139 1267 120 66 64
leaf_count=61 83 88 52 64 61 52 98 53 85 139 1267 120 66 64
internal_value=0 0.00256321 7.12797e-05 -0.00156378 -0.00359221 0.00237191 0.00224395 -0.000623772 0.00246406 0.00263796 0.00238218 0.000464959 0.00275438 0.00514888
internal_weight=0 2093 260 177 113 2032 1980 141 1839 1754 1592 259 1333 162
internal_count=2353 2093 260 177 113 2032 1980 141 1839 1754 1592 259 1333 162
is_linear=0
shrinkage=0.0404432


Tree=2969
num_leaves=14
num_cat=0
split_feature=457 11 9 1446 13 43 457 42 43 43 43 1 13
split_gain=0.803356 0.713792 0.712867 0.612427 0.505994 1.21165 0.45231 0.599569 0.752937 0.529549 0.298714 0.156191 0.138378
threshold=0.11251000000000001 0.095165000000000013 1.0000000180025095e-35 0.10734500000000001 0.091035000000000019 -0.23269999999999999 -0.083804999999999977 0.091570000000000012 -0.13868499999999997 -0.03750499999999999 -0.085154999999999995 0.10098000000000001 0.25137500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 12 10 8 -8 -9 -1 -7 -6
right_child=-2 -3 -4 -5 5 11 7 9 -10 -11 -12 -13 -14
leaf_value=0.0025502312094175059 -0.0036049405324596272 -0.0028795906292390875 0.0075386386550436368 -0.0027796807176658899 0.0020470924861270552 -0.0015731219527427458 0.0081482758071130534 -0.00019040532795373504 0.0031916532687154935 0.0032116620030598121 -0.0023134091590644081 -0.005337574764274002 0.0053912561500807973
leaf_weight=54 53 58 65 52 59 52 76 229 1280 200 65 52 58
leaf_count=54 53 58 65 52 59 52 76 229 1280 200 65 52 58
internal_value=0 0.0024101 0.00254717 0.0023979 0.00252484 0.000333028 0.00277898 0.00297133 0.00346984 0.00139444 -0.000102043 -0.00346031 0.00370929
internal_weight=0 2300 2242 2177 2125 221 1904 1785 1356 429 119 104 117
internal_count=2353 2300 2242 2177 2125 221 1904 1785 1356 429 119 104 117
is_linear=0
shrinkage=0.0483334


Tree=2970
num_leaves=9
num_cat=0
split_feature=40 9 12 41 1447 11 13 51
split_gain=1.35644 0.991604 1.30981 0.838103 0.813092 1.04565 0.756694 0.874938
threshold=0.051255000000000002 1.0000000180025095e-35 -0.096234999999999987 0.08110500000000001 -0.085539999999999991 0.077415000000000012 -0.15569499999999997 0.086090000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.004249476877622586 -0.0050612569415771549 0.0070739021165223993 -0.0015432093050479863 -0.0024105594829292075 -0.0017614347309193785 0.0071857174759269362 0.0020609990217022004 0.0048845214179601554
leaf_weight=64 52 74 102 76 86 86 1580 243
leaf_count=64 52 74 102 76 86 86 1580 243
internal_value=0 0.00208578 0.00192056 0.0021025 0.00226628 0.00246129 0.00224821 0.00243762
internal_weight=0 2311 2237 2173 2097 1995 1909 1823
internal_count=2363 2311 2237 2173 2097 1995 1909 1823
is_linear=0
shrinkage=0.043777


Tree=2971
num_leaves=16
num_cat=0
split_feature=40 448 156 3 14 151 3 151 0 3 49 156 457 0 3
split_gain=0.938427 0.81036 0.799941 0.766948 0.619059 0.737374 1.00755 0.652624 0.657932 0.606435 0.5974 0.420507 0.386917 0.261006 0.251877
threshold=0.051255000000000002 -0.069634999999999989 0.084085000000000007 0.31400500000000003 -0.073114999999999986 -0.083969999999999975 -0.085044999999999996 -0.0067699999999999991 -0.15135999999999997 0.084735000000000019 -0.05307499999999999 0.088410000000000016 0.048350000000000011 -0.048199999999999993 -0.082094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 10 -9 11 -7 -4 -8 14 -13
right_child=-2 2 9 -5 5 7 12 8 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.0027703389153231057 -0.0037379147625562167 0.0055756654560544672 0.0053860389390578949 -0.0029889690765323154 -0.005164213123358477 0.0075603445294392139 -0.0011489137226894037 -0.0019138088919756194 0.0016210449953221507 0.0070984604983017723 0.0017366757116565944 -0.0011405681403289011 0.0035667572508643543 0.0038169768858196469 0.0023912623261038877
leaf_weight=64 52 55 64 59 59 52 53 84 1474 58 55 59 52 60 63
leaf_count=64 52 55 64 59 59 52 53 84 1474 58 55 59 52 60 63
internal_value=0 0.00154039 0.00166335 0.00137289 0.0015097 0.00138721 -0.00109823 0.00163227 0.0014302 0.00351849 0.00457075 0.00267275 0.00118251 0.00171634 0.000679844
internal_weight=0 2311 2247 1943 1884 1829 164 1665 1558 304 107 246 105 182 122
internal_count=2363 2311 2247 1943 1884 1829 164 1665 1558 304 107 246 105 182 122
is_linear=0
shrinkage=0.0388727


Tree=2972
num_leaves=21
num_cat=0
split_feature=2 43 2 133 4 3 4 0 157 3 1375 1 156 13 4 157 13 0 0 4
split_gain=0.634351 1.04814 1.17252 0.785219 0.789401 1.17959 0.6856 1.27151 0.755627 0.664 0.589993 0.582373 0.484972 0.451779 1.27775 0.415427 0.305969 0.266089 0.156103 0.130006
threshold=0.083815000000000014 -0.45516499999999999 0.084360000000000004 0.037060000000000003 0.24726500000000004 -0.090374999999999983 -0.44205499999999992 0.024745000000000003 0.088145000000000015 -0.088714999999999988 0.083585000000000007 0.083555000000000018 0.091015000000000013 -0.066934999999999981 -0.080429999999999988 -1.0000000180025095e-35 -0.0024349999999999992 -0.083069999999999991 -0.087939999999999977 -0.050564999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 12 8 9 11 -11 -8 -4 -5 -15 -7 17 18 -17 -19
right_child=1 2 6 13 -6 15 7 -9 -10 10 -12 -13 -14 14 -16 16 -18 19 -20 -21
leaf_value=0.0086635312748644111 -0.0045952581854506657 -0.0044213346275505739 0.0062882820202344938 0.0027799699073936803 -0.0010171600778794759 -3.3636760363325269e-05 0.00059747132872093082 -0.0048211306412997814 -0.0030073037351729991 0.0020032268318952214 -0.0012940338658197536 -0.0038906169127998088 0.0014335479613627735 0.0029089403026239797 -0.0051290167483290612 0.0026565157313089257 0.00610580120023146 0.0005246436300740411 0.005508553080094139 0.003003072938479599
leaf_weight=60 53 59 64 59 64 65 168 56 63 1022 89 59 61 56 64 56 52 74 62 57
leaf_count=60 53 59 64 59 64 65 168 56 63 1022 89 59 61 56 64 56 52 74 62 57
internal_value=0 0.000783801 0.000957783 0.00219827 0.0030032 0.00360817 0.00115866 0.000921255 0.00115108 0.00134719 0.00173872 -0.000567208 0.00392249 -2.83917e-06 -0.00137451 0.00277829 0.0033869 0.00281743 0.00415856 0.00160621
internal_weight=0 1694 1641 669 490 426 1582 1457 1401 1338 1111 227 125 179 120 366 301 249 118 131
internal_count=2363 1694 1641 669 490 426 1582 1457 1401 1338 1111 227 125 179 120 366 301 249 118 131
is_linear=0
shrinkage=0.0388727


Tree=2973
num_leaves=9
num_cat=0
split_feature=40 2 51 1 123 151 1447 3
split_gain=0.633178 0.891048 0.610099 0.854591 0.687999 0.664868 0.575538 0.539717
threshold=0.051255000000000002 -0.13811499999999996 0.14163500000000004 0.13948500000000003 0.090310000000000015 0.08357500000000001 -0.085539999999999991 0.099220000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=0.006090207870908069 -0.0033199787740847077 -0.0020617323858691835 0.0042182035220441902 -0.0032799119162218804 0.0053766230435403142 -0.0029149361704432844 0.00098555839895188031 0.0036839118603525177
leaf_weight=55 52 91 88 76 55 70 1751 125
leaf_count=55 52 91 88 76 55 70 1751 125
internal_value=0 0.00110237 0.000980577 0.000848965 0.000999165 0.000880764 0.00101606 0.00116558
internal_weight=0 2311 2256 2168 2092 2037 1967 1876
internal_count=2363 2311 2256 2168 2092 2037 1967 1876
is_linear=0
shrinkage=0.0396502


Tree=2974
num_leaves=9
num_cat=0
split_feature=448 2 457 456 43 14 1456 2
split_gain=0.616651 0.559409 0.735782 0.725417 0.595064 0.593601 0.492515 0.540581
threshold=-0.071684999999999985 -0.14847999999999997 0.095565000000000025 0.089235000000000023 -0.50149499999999991 -0.31455999999999995 -0.14739999999999998 0.15518000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=-0.0033890016054506414 0.0054194878380508533 -0.0035423274419712231 0.0051542935158888376 -0.0039201257645710549 -0.0032211115886242917 -0.0024160179092549898 0.0011513292625027502 0.0055489386906268593
leaf_weight=60 52 54 73 59 59 69 1884 53
leaf_count=60 52 54 73 59 59 69 1884 53
internal_value=0 0.00101671 0.000914803 0.000772498 0.000903372 0.00101985 0.00114481 0.00127189
internal_weight=0 2303 2251 2178 2119 2065 2006 1937
internal_count=2363 2303 2251 2178 2119 2065 2006 1937
is_linear=0
shrinkage=0.0429186


Tree=2975
num_leaves=24
num_cat=0
split_feature=1 4 123 2 2 2 15 1 150 11 1429 2 159 15 1 15 4 50 13 15 2 131 42
split_gain=38.1268 7.71912 3.56805 3.3997 10.6957 2.73053 1.38059 2.20566 0.96611 1.82674 1.04504 0.934363 1.14682 1.83725 1.91238 0.831674 0.728478 0.656133 0.540902 0.458273 0.387936 0.272576 0.192613
threshold=0.10141500000000002 -0.37983499999999992 0.081990000000000021 -1.0000000180025095e-35 1.0000000180025095e-35 0.090000000000000011 -0.41880499999999993 0.11684000000000001 0.087865000000000013 1.0000000180025095e-35 0.083810000000000009 0.12330500000000001 0.08351500000000002 0.093505000000000019 0.081315000000000012 -0.084629999999999997 0.080165000000000014 0.093975000000000017 -0.071839999999999987 0.090000000000000011 0.095620000000000011 0.090280000000000013 0.093195000000000014
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 -2 5 -3 21 8 -6 15 9 10 17 12 13 14 20 -8 -9 19 -19 -1 -7 -5 -15
right_child=1 3 -4 4 6 11 7 16 -10 -11 -12 -13 -14 22 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.002546964629271866 0.0024798429154388501 0.00082852682306318022 0.0016120194316608018 0.0025069932663158538 0.0015059376268983927 0.0023446409648202708 0.0010965919399918611 0.00099626052529778412 0.0021869349032829903 0.0031083084425443646 0.0021134121736617354 0.0018993002016131084 0.0026304036609890152 0.002446405771877921 0.0015899883063237711 0.0016308258911428802 0.00048132288512074 0.0024994583779201791 0.0020999798754245129 0.0027589231134613132 0.0021228575299737321 0.0021793499920394611 0.0026861719598529343
leaf_weight=613 67 96 54 52 96 147 58 53 78 54 59 61 91 84 54 56 54 90 54 123 172 52 61
leaf_count=613 67 96 54 52 96 147 58 53 78 54 59 61 91 84 54 56 54 90 54 123 172 52 61
internal_value=0 0.00148619 0.00240103 0.00135736 0.00147786 0.00242549 0.00119377 0.00105802 0.00252316 0.00254954 0.00251737 0.0022693 0.00230631 0.00224931 0.0021333 0.00135931 0.000736696 0.00254442 0.00234988 0.00258243 0.00222516 0.00234349 0.0025475
internal_weight=0 584 1795 517 421 1741 317 221 1071 993 939 670 609 518 373 114 107 880 144 736 319 104 145
internal_count=2379 584 1795 517 421 1741 317 221 1071 993 939 670 609 518 373 114 107 880 144 736 319 104 145
is_linear=0
shrinkage=0.00310948


Tree=2976
num_leaves=25
num_cat=0
split_feature=1 14 15 15 13 51 51 160 40 472 13 1 151 51 1 51 151 402 1 15 15 15 12 13
split_gain=16.4896 4.76483 4.64048 2.72698 2.65885 2.20579 2.98399 1.99051 1.30053 1.29882 0.998354 0.929263 1.57354 1.59624 0.904116 0.850574 0.697332 0.667684 0.606603 1.3259 0.570418 0.457421 0.445258 0.240294
threshold=0.10141500000000002 0.062655000000000016 -0.077559999999999976 0.082725000000000007 -0.074219999999999994 0.07955000000000001 0.11221500000000002 -0.077944999999999987 -0.076644999999999977 -0.080079999999999998 -0.085164999999999977 0.080270000000000022 -0.075199999999999989 -0.083174999999999985 0.12475000000000001 -0.032359999999999993 -0.0039699999999999987 0.11232500000000002 0.094165000000000013 0.11822000000000001 -0.011859999999999997 0.084745000000000015 0.092550000000000007 -0.017484999999999997
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 3 7 5 -4 9 -7 -2 -9 -1 -10 16 -13 -14 -12 -6 20 18 19 21 -11 -5 -18 -23
right_child=2 -3 4 17 15 6 -8 8 10 11 14 12 13 -15 -16 -17 22 -19 -20 -21 -22 23 -24 -25
leaf_value=0.0020781000016032694 0.0013115891543216856 0.0024320762719704258 0.00086203839299088211 0.0019748092104760902 0.0018204482268237366 0.0007328816737445505 0.0015931389293134055 0.0011127202988595016 0.00087738904813228148 0.001923848875865561 0.00067810509624545326 0.00093946940662280863 0.0012212464424637796 0.0018751066968054619 0.00013602035479631122 0.0014052171024950459 0.0016549590815724009 0.0020642022453199872 0.0020771345766589849 0.0012703282132325527 0.0015461227810332763 0.0016805154093161435 0.0014381795597213569 0.0018195020881878151
leaf_weight=52 73 77 61 93 86 68 84 66 81 118 64 52 67 73 52 101 222 76 53 53 56 290 152 209
leaf_count=52 73 77 61 93 86 68 84 66 81 118 64 52 67 73 52 101 222 76 53 53 56 290 152 209
internal_value=0 0.00168928 0.00109936 0.00165596 0.00141587 0.00154573 0.0012085 0.000865643 0.000741739 0.00161042 0.000617286 0.00157751 0.00139387 0.00156242 0.000435382 0.00159635 0.00164179 0.00179036 0.0017605 0.00173443 0.00180247 0.00177593 0.00156694 0.00173879
internal_weight=0 1795 584 1718 248 944 152 336 263 792 197 740 192 140 116 187 548 774 698 645 174 592 374 499
internal_count=2379 1795 584 1718 248 944 152 336 263 792 197 740 192 140 116 187 548 774 698 645 174 592 374 499
is_linear=0
shrinkage=0.0030485


Tree=2977
num_leaves=17
num_cat=0
split_feature=12 48 151 49 133 40 1456 48 49 16 48 16 402 403 12 133
split_gain=1.40766 1.09678 0.764373 0.828713 0.757466 0.74997 0.662873 0.711508 0.704695 0.467596 0.714688 0.496513 0.427886 0.233378 0.220335 0.0676982
threshold=-0.12529499999999996 0.087695000000000009 -0.149085 0.11885500000000002 0.090665000000000009 -0.068949999999999997 -0.14739999999999998 -0.083824999999999983 -0.07929499999999999 -0.13644999999999999 0.096030000000000018 0.0063750000000000013 -0.025879999999999997 -0.014869999999999998 0.095565000000000011 0.10864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -3 -4 -8 -9 -7 -11 -12 14 -14 -6 -15
right_child=1 5 3 -5 12 9 7 8 -10 10 11 -13 13 15 -16 -17
leaf_value=0.0071752750645637598 0.0060193512665255517 0.0031350838372692074 -0.0028972101906430433 -0.0031206136785113434 -0.00015550685695550582 -0.0045171942854172814 0.0057741797221075603 -0.0023562288979727393 0.0015144604556062854 -0.0033983109701393515 -0.00068515409797239256 0.0039534194819087331 0.0059358704853881587 0.0039869054595820111 0.0029277320932501335 0.0022767941561578748
leaf_weight=62 58 64 52 53 60 57 54 72 1308 87 94 52 80 96 76 54
leaf_count=62 58 64 52 53 60 57 54 72 1308 87 94 52 80 96 76 54
internal_value=0 0.00135476 0.00170693 0.00157542 0.00171003 -0.000596933 0.00132706 0.00148052 0.00131222 -0.00142195 -0.000663003 0.000964154 0.0032638 0.00426684 0.00156449 0.00337398
internal_weight=0 2317 1963 1905 1852 354 1486 1434 1380 290 233 146 366 230 136 150
internal_count=2379 2317 1963 1905 1852 354 1486 1434 1380 290 233 146 366 230 136 150
is_linear=0
shrinkage=0.0381105


Tree=2978
num_leaves=14
num_cat=0
split_feature=13 9 1 48 0 52 1 48 12 42 402 16 2
split_gain=1.26671 1.5899 2.98917 1.08888 1.84398 1.32382 1.9289 1.19108 1.06155 1.58224 0.686288 0.649957 0.629269
threshold=0.26829500000000006 0.086220000000000005 0.14566000000000004 0.087695000000000009 -0.14989499999999997 -0.069034999999999985 0.078015000000000015 0.083570000000000019 0.083885000000000015 0.087195000000000009 0.11086000000000001 -0.34140499999999996 0.10332000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 12 -7 8 9 -6 -10 -1 -5
right_child=-2 -3 -4 5 7 6 -8 -9 10 -11 -12 -13 -14
leaf_value=0.0097559220484060641 0.0078802328490678569 -0.0055793869110831468 0.010930532434619987 -0.0002809622274890641 -0.0025581578437887933 0.0010681005578740384 -0.0074148689841756548 0.0071771188086946899 0.0012712628228200215 0.0044942803987658066 0.0050975064760902357 0.0038461452908403189 0.0053857541771918519
leaf_weight=56 52 59 57 86 272 91 99 57 1251 71 89 81 58
leaf_count=56 52 59 57 86 272 91 99 57 1251 71 89 81 58
internal_value=0 0.00123819 0.00141574 0.00117024 0.00156423 -0.00104256 -0.00334961 0.00119385 0.00099094 -0.00109701 0.00152573 0.0062651 0.00199835
internal_weight=0 2327 2268 2211 1877 334 190 1740 1683 343 1340 137 144
internal_count=2379 2327 2268 2211 1877 334 190 1740 1683 343 1340 137 144
is_linear=0
shrinkage=0.0420771


Tree=2979
num_leaves=12
num_cat=0
split_feature=1 48 402 1429 16 16 16 1456 52 158 16
split_gain=0.761109 0.820829 0.633556 0.645613 0.619611 0.56636 1.13538 0.586014 0.690168 0.537198 0.28999
threshold=0.14828500000000003 -0.086624999999999994 0.13116000000000003 0.086825000000000013 0.052915000000000011 -0.41863499999999992 -0.26987499999999992 -0.14739999999999998 0.14564000000000002 0.085030000000000008 -0.53299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 9 -7 -8 -9 10 -3
right_child=-2 2 -4 4 -6 6 7 8 -10 -11 -12
leaf_value=0.006997745730739551 0.0068594363896724714 -0.0010200394390283186 0.0058781284259525595 0.00057993644023478534 0.0076312654387457601 -0.0064608782187775791 -0.004268561327406455 0.0011137481964169169 -0.0018944739627433026 0.0065923354899569383 0.0030958782713243834
leaf_weight=53 54 63 59 52 61 52 53 1577 192 65 98
leaf_count=53 54 63 59 52 61 52 53 1577 192 65 98
internal_value=0 0.00116664 0.00103039 0.000900923 0.00439088 0.000712889 0.000442329 0.000639625 0.000786962 0.00295414 0.00148216
internal_weight=0 2325 2272 2213 113 2100 1874 1822 1769 226 161
internal_count=2379 2325 2272 2213 113 2100 1874 1822 1769 226 161
is_linear=0
shrinkage=0.0473856


Tree=2980
num_leaves=28
num_cat=0
split_feature=1 1 457 16 16 50 0 481 159 42 0 0 1 16 42 0 42 1 160 0 16 51 1213 42 51 42 16
split_gain=50.5265 9.38943 7.91152 4.69997 3.55238 2.60274 2.39781 1.38397 1.41746 1.39641 1.31647 2.43652 1.20735 0.992352 0.949154 0.897827 0.805737 0.832249 1.59866 0.782327 0.778762 0.892172 0.512042 0.403294 0.384047 0.333503 0.251259
threshold=0.11846000000000002 0.092810000000000017 0.079590000000000008 0.31615500000000002 -0.085314999999999988 0.09481500000000001 -0.077584999999999987 -0.0087899999999999975 0.082585000000000006 0.088125000000000023 -0.14310999999999999 -0.070644999999999986 0.13554500000000003 -0.041284999999999995 0.085195000000000007 -0.087749999999999981 0.11457500000000002 0.081925000000000012 -0.057984999999999988 -0.097414999999999988 -0.09391999999999999 -0.086894999999999986 -0.09280999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087420000000000012 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 15 10 7 9 20 14 -3 13 -6 -12 -1 -2 17 18 -8 -10 23 -22 -23 -9 -20 -25 -26
right_child=4 2 -4 -5 12 -7 16 8 19 -11 11 -13 -14 -15 -16 -17 -18 -19 24 -21 21 22 -24 25 26 -27 -28
leaf_value=0.0028054805251346848 0.00087312929912701769 0.0014857602669962639 0.0010941424348910875 0.0028416123090803363 0.001673478799084223 0.002481416888793483 0.0018307310109042642 0.0025289730314812043 0.0031424281123692082 0.0024920320370854171 0.0020145821236754436 0.0015525483441086146 0.001049309857997967 0.0026108273242570158 0.0033880847450705699 0.00037990310328797183 0.0020367056232340306 0.0027271458250729529 0.0026260060733036125 0.0026597637322044519 0.002175730357597818 0.0028635005621638937 0.0025688638905846887 0.0020499925717501 0.002478159525356652 0.0023955980323510299 0.0022164626893229453
leaf_weight=59 80 64 72 90 63 94 52 67 57 62 58 70 58 52 52 65 74 62 74 80 53 66 558 58 75 55 76
leaf_count=59 80 64 72 90 63 94 52 67 57 62 58 70 58 52 52 65 74 62 74 80 53 66 558 58 75 55 76
internal_value=0 0.00242043 0.0020487 0.00220921 0.00098095 0.00204072 0.00253804 0.00261034 0.00256535 0.00286865 0.0018708 0.00200752 0.00137456 0.00229675 0.00307871 0.000652257 0.00233366 0.00239838 0.00232468 0.00286082 0.00251808 0.00256691 0.00260008 0.00233425 0.00243868 0.0022185 0.00234666
internal_weight=0 2080 500 428 266 338 1580 1167 994 173 244 180 121 110 111 145 413 339 277 137 857 677 624 180 225 113 151
internal_count=2346 2080 500 428 266 338 1580 1167 994 173 244 180 121 110 111 145 413 339 277 137 857 677 624 180 225 113 151
is_linear=0
shrinkage=0.00310948


Tree=2981
num_leaves=18
num_cat=0
split_feature=1 3 3 15 124 3 2 1 457 0 2 0 0 3 0 15 16
split_gain=46.7898 12.4793 5.79563 5.78049 3.85034 3.06015 2.67328 2.4431 1.72151 1.96888 1.68396 1.24179 1.21507 1.66863 1.84853 1.09023 0.989632
threshold=0.10335000000000001 -0.06340999999999998 0.31400500000000003 -0.14068999999999995 -0.076779999999999987 0.077930000000000013 0.12454500000000002 0.13279000000000005 0.083415000000000017 -0.14216999999999999 0.10394500000000002 -0.14857499999999998 -0.10653 -0.029309999999999996 0.040035000000000008 -1.0000000180025095e-35 -0.019749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 -1 7 8 16 9 15 -5 -7 -11 14 -14 -6 -3
right_child=1 2 -4 10 6 11 -8 -9 -10 12 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0014078626439254752 0.00080794254397472418 0.0011622089868097035 -0.00010051899249780671 0.0022820927197217573 0.0022346380580315042 0.00093875324162087648 0.0014320402287420421 8.9954938290824526e-05 0.0017376423719767857 0.0017171765719712188 0.0016072363884923222 0.0015798706282328288 0.002147658269512606 0.0025732001532557617 0.001593467661779379 0.0028500394429977157 0.00058354962056930638
leaf_weight=75 52 59 66 82 52 52 52 52 96 64 60 62 1272 82 59 57 52
leaf_count=75 52 59 66 82 52 52 52 52 96 64 60 62 1272 82 59 57 52
internal_value=0 0.00106052 0.000710855 0.00167858 0.00208542 0.000904296 0.00211471 0.000635937 0.00213579 0.00215987 0.00199717 0.00128772 0.00213056 0.00214926 0.00212312 0.00255675 0.000891419
internal_weight=0 537 343 194 1809 277 1734 163 1682 1586 142 114 1477 1413 1331 109 111
internal_count=2346 537 343 194 1809 277 1734 163 1682 1586 142 114 1477 1413 1331 109 111
is_linear=0
shrinkage=0.0030485


Tree=2982
num_leaves=27
num_cat=0
split_feature=4 3 2 2 0 4 2 16 52 13 16 16 16 16 4 403 481 159 0 13 2 481 2 2 47 2
split_gain=43.6161 10.251 6.48247 7.88673 2.74693 3.32976 2.61477 2.39161 2.01728 1.66968 1.51154 1.35569 2.27758 0.903323 0.691964 1.19122 1.01095 0.977143 1.29566 0.594414 0.555984 0.482577 0.452732 0.354752 0.351871 0.272052
threshold=0.30163500000000004 -0.06340999999999998 0.10981000000000002 -0.007134999999999999 -0.10803999999999998 0.51400500000000016 0.097145000000000023 -0.004174999999999999 -0.063789999999999986 -0.082159999999999997 -0.11180499999999999 0.39524000000000009 -0.015379999999999998 -0.043889999999999992 -0.082249999999999976 0.058485000000000009 -0.0087899999999999975 0.085035000000000013 -0.098179999999999976 -0.082594999999999988 0.095620000000000011 -0.087234999999999993 0.087765000000000024 0.084145000000000011 0.10254000000000001 0.11252000000000002
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 6 3 -3 -2 -6 14 10 -4 -8 -5 12 -11 -12 15 19 21 18 -18 -1 -9 -16 23 -21 -20 -13
right_child=4 2 8 7 5 -7 9 20 -10 11 13 25 -14 -15 16 -17 17 -19 24 22 -22 -23 -24 -25 -26 -27
leaf_value=0.0032473643495853602 0.0014800715760017748 0.0012496818331151013 0.0010930276716830164 0.0027794393617756987 0.001152688837166891 0.00014024172583639873 0.0028945549823724171 0.0032309964438098247 0.0018532741842001764 0.0023680128912723867 0.0018730430624338457 0.0023601514126086187 0.0014867575168414731 0.0024549166874978626 0.0026823773648728191 0.0024008735283142404 0.0021074526523870438 0.0029322084265560244 0.002643340014507267 0.0029100543350731767 0.002740143956880279 0.0030896659133916793 0.0031200792425320179 0.0026131052396363105 0.0023776171611572454 0.0026852960114655921
leaf_weight=52 94 58 63 61 91 58 55 52 97 84 65 62 52 54 55 58 60 96 585 99 52 82 55 86 63 57
leaf_count=52 94 58 63 61 91 58 55 52 97 84 65 62 52 54 55 58 60 96 585 99 52 82 55 86 63 57
internal_value=0 0.00251479 0.00210302 0.0023597 0.00103797 0.000758818 0.00264388 0.00258627 0.00155415 0.00237083 0.00235516 0.00225773 0.00203132 0.00213738 0.00270942 0.00283623 0.00266221 0.00261715 0.00257438 0.00292259 0.00298591 0.00292641 0.00285207 0.0027722 0.00261756 0.00251619
internal_weight=0 2103 502 342 243 149 1601 284 160 310 180 255 136 119 1291 350 941 804 708 292 104 137 240 185 648 119
internal_count=2346 2103 502 342 243 149 1601 284 160 310 180 255 136 119 1291 350 941 804 708 292 104 137 240 185 648 119
is_linear=0
shrinkage=0.0032998


Tree=2983
num_leaves=14
num_cat=0
split_feature=10 14 1375 151 43 160 160 43 43 131 13 1447 52
split_gain=3.28993 1.03914 0.763275 0.744585 1.03347 0.806954 1.20351 1.08456 0.81412 0.632125 1.32653 0.721422 0.346661
threshold=0.058500000000000003 -0.31455999999999995 -0.13067499999999996 -0.086944999999999981 -0.085474999999999982 0.051820000000000005 0.085755000000000012 -0.22778999999999996 -0.083464999999999998 0.10488000000000001 -0.014114999999999997 -0.0077349999999999988 -0.060549999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -5 -8 11 -11 -9 -10
right_child=-2 2 3 5 -6 6 8 9 12 10 -12 -13 -14
leaf_value=-0.0030426413632792665 -0.0082034248591279588 -0.0026164725858809604 0.0042280827083360636 -0.0017956153755284217 -0.0028616909030625471 0.010718825445333634 -0.00012185110592728026 0.0054222224644818809 0.0081046065296738849 0.011508101356455323 0.0020234919973786169 0.0024077804331075173 0.0035422670457823414
leaf_weight=64 58 52 69 99 101 64 72 180 65 52 68 1333 69
leaf_count=64 58 52 69 99 101 64 72 180 65 52 68 1333 69
internal_value=0 0.00256344 0.00272498 0.00285308 1.31191e-05 0.003094 0.00536639 0.00273948 0.00370118 0.00301471 0.00613746 0.00276672 0.0057589
internal_weight=0 2288 2224 2172 170 2002 270 1732 206 1633 120 1513 134
internal_count=2346 2288 2224 2172 170 2002 270 1732 206 1633 120 1513 134
is_linear=0
shrinkage=0.0446525


Tree=2984
num_leaves=24
num_cat=0
split_feature=3 2 30 13 0 2 3 49 13 3 124 160 2 13 16 52 0 484 3 133 2 3 3
split_gain=28.442 14.9078 6.72372 4.94965 2.89458 3.25213 2.03222 1.40002 1.21941 1.12077 1.01188 1.00317 0.85889 1.054 0.763499 1.66766 0.71836 0.656076 0.556411 0.443667 0.461749 0.434678 0.0390251
threshold=0.30112000000000005 0.10124000000000001 0.085185000000000025 0.15578000000000003 -0.14454499999999995 0.12454500000000002 -0.081129999999999994 0.083250000000000005 -0.023454999999999997 -0.10175499999999998 -0.076779999999999987 -0.020454999999999997 0.084095000000000017 0.039845000000000012 0.21684500000000004 -0.082354999999999984 -0.07883999999999998 -0.073734999999999981 -0.092019999999999977 0.09389500000000002 0.11161 -0.10175499999999998 0.097710000000000005
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=1 2 6 4 22 9 7 12 -7 -6 -8 -9 13 18 15 -12 21 -17 -1 20 -11 -14 -3
right_child=-2 3 -4 -5 5 8 10 11 -10 19 14 -13 16 -15 -16 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0026514435396207624 0.00018309394768694289 0.001197757049345908 0.0010358985818775979 0.00059081982794584298 0.0015741816916152241 0.0010415052841324579 0.001580508144259604 0.0022682231122599437 0.0016458871856819576 0.0022617019012164661 0.0025902794046167585 0.0028342492631738864 0.0024170159955311812 0.0019151835748460488 0.001764184392309026 0.0023312368270871362 0.0018445669070068095 0.0019756599358063684 0.0023033840709991873 0.0017846581425852691 0.0019116659722670805 0.0021060571167056692 0.0010658353440204066
leaf_weight=59 93 52 57 52 77 74 53 67 58 84 55 57 52 58 91 58 96 439 203 60 68 331 52
leaf_count=59 93 52 57 52 77 74 53 67 58 84 55 57 52 58 91 58 96 439 203 60 68 331 52
internal_value=0 0.00193822 0.00208668 0.00150692 0.0015976 0.00171251 0.00212365 0.00221964 0.00130732 0.00189746 0.00199631 0.00252868 0.00217164 0.0022974 0.00203053 0.00207438 0.00208755 0.00201722 0.00238189 0.00201473 0.00210533 0.00214836 0.00113212
internal_weight=0 2253 1676 577 525 421 1619 923 132 289 696 124 799 320 643 552 479 497 262 212 152 383 104
internal_count=2346 2253 1676 577 525 421 1619 923 132 289 696 124 799 320 643 552 479 497 262 212 152 383 104
is_linear=0
shrinkage=0.00310948


Tree=2985
num_leaves=22
num_cat=0
split_feature=1 1 12 12 14 10 2 1 12 15 1 12 12 16 16 2 1186 457 50 15 15
split_gain=74.6607 14.5692 8.33552 5.54488 3.87807 3.68468 2.47999 1.61989 1.58265 1.47142 1.25048 1.24239 1.54986 1.13744 0.995538 0.887847 0.759702 0.776727 0.815746 0.649341 0.63863
threshold=0.10538500000000002 0.12450500000000002 0.085090000000000013 -0.08731499999999999 0.054835000000000009 -0.005834999999999999 0.092300000000000007 0.11249000000000002 -0.042789999999999988 -0.10753999999999998 0.089875000000000024 0.085945000000000008 0.10184000000000001 0.26391000000000003 -0.077229999999999979 0.10060500000000001 1.0000000180025095e-35 0.083415000000000017 0.10883000000000001 -0.0070899999999999991 -0.0036549999999999998
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 7 -1 6 -3 10 -2 -7 -8 16 -11 15 -4 -12 -13 17 18 -5 -16 -14
right_child=1 5 13 4 -6 8 9 -9 -10 11 14 12 20 -15 19 -17 -18 -19 -20 -21 -22
leaf_value=0.002541844123196974 0.0017320650094210649 0.00071839820245900049 0.0028267975401526598 0.0035054202853318163 0.004090157789143456 0.0013515908972540904 0.003666169699373883 0.0023407193311596815 0.001942012930544113 0.0028248255218251981 0.0029096782678546176 0.0031775889582925229 0.0031614484842248333 0.0034395684848844959 0.0031075528935616574 0.0035321085376002568 0.0038306234278783842 0.0031026307524709925 0.0031048115572112405 0.0035186895763710331 0.0027362326686670869
leaf_weight=78 83 52 64 755 68 85 53 81 85 102 68 149 64 52 61 123 55 56 52 94 72
leaf_count=78 83 52 64 755 68 85 53 81 85 102 68 149 64 52 61 123 55 56 52 94 72
internal_value=0 0.00201323 0.00247582 0.00333902 0.00337409 0.00142963 0.0033455 0.00203288 0.00164699 0.00317914 0.00342756 0.00312846 0.00320429 0.00310177 0.00322081 0.00333802 0.00347775 0.00345522 0.00347965 0.0033571 0.00293657
internal_weight=0 502 280 1850 1772 222 1704 164 170 563 1141 510 408 116 223 272 918 863 807 155 136
internal_count=2352 502 280 1850 1772 222 1704 164 170 563 1141 510 408 116 223 272 918 863 807 155 136
is_linear=0
shrinkage=0.0030485


Tree=2986
num_leaves=16
num_cat=0
split_feature=3 15 457 15 51 15 160 15 3 3 3 43 15 15 49
split_gain=2.01461 0.962142 1.41913 1.71336 1.02603 0.917682 0.914389 0.8774 0.835472 0.655842 0.982392 0.617228 0.48163 0.415222 0.152503
threshold=0.31370500000000007 -0.40312499999999996 0.078435000000000019 -0.010999999999999998 -0.085574999999999984 -0.19301999999999997 0.083670000000000008 -0.0036549999999999998 0.11372500000000001 -1.0000000180025095e-35 -0.052614999999999995 -0.085054999999999978 -0.075694999999999985 -0.4680149999999999 0.095135000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 6 7 -6 -4 11 9 10 -7 -3 -13 -1 -14
right_child=-2 2 3 -5 5 8 -8 -9 -10 -11 -12 12 14 -15 -16
leaf_value=0.0017748752703383203 -0.0035198375653931503 0.0078247823939131336 0.0050556846222364199 -0.0066436203786526061 0.0078066694530786462 0.0030182329459884265 -0.0016794583964601971 0.0089859769632697102 -0.0019699494610727329 0.0066908301956844106 -0.00082889249941387421 0.0059433338368311663 0.0027487584432232316 -0.0025994714898821833 -0.00034219692681515957
leaf_weight=69 87 54 73 52 60 1334 60 84 60 71 118 53 52 73 52
leaf_count=69 87 54 73 52 60 1334 60 84 60 71 118 53 52 73 52
internal_value=0 0.00274952 0.00296512 -0.000417139 0.00328821 0.00289334 0.00201403 0.00548597 0.00270684 0.00289137 0.00270529 0.00409056 0.00280343 -0.000470868 0.00119913
internal_weight=0 2265 2123 185 1938 1643 133 295 1583 1523 1452 211 157 142 104
internal_count=2352 2265 2123 185 1938 1643 133 295 1583 1523 1452 211 157 142 104
is_linear=0
shrinkage=0.0404432


Tree=2987
num_leaves=17
num_cat=0
split_feature=4 2 12 2 42 14 3 3 2 13 133 12 16 4 12 4
split_gain=60.4157 18.0866 10.8249 4.95579 4.59999 3.4305 2.42658 2.3708 1.9876 1.93789 1.27528 1.01525 2.24318 1.00162 0.763896 0.692577
threshold=0.30163500000000004 0.14271500000000001 -0.010219999999999998 0.14019000000000004 -0.0043149999999999994 0.019675000000000002 0.10323000000000002 -0.010299999999999998 0.090115000000000015 -0.014114999999999997 -0.084614999999999982 0.092495000000000008 -1.0000000180025095e-35 -0.15805499999999997 0.095110000000000014 0.5105900000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 6 8 -2 11 -6 -10 12 -4 -12 -13 -9
right_child=3 -3 5 -5 9 -7 -8 15 10 -11 13 14 -14 -15 -16 -17
leaf_value=0.0022057114103522357 0.0013053102787182031 0.00079294532234724404 0.0023949073323723154 -2.2645530773128846e-05 0.0015690238705019855 0.0029746451497665726 0.0018144334753932936 0.00041862389239356786 0.0018819040538904021 0.00078895509283820114 0.0025334191491979069 0.0019807513629758727 0.002817743259331853 0.0021948622808873408 0.0023605476079995437 0.00089090408873151235
leaf_weight=65 85 77 719 65 62 73 84 59 96 53 98 74 134 416 139 53
leaf_count=65 85 77 719 65 62 73 84 59 96 53 98 74 134 416 139 53
internal_value=0 0.00221516 0.00226954 0.000692474 0.00156961 0.00233826 0.00231184 0.000928588 0.00233675 0.00120979 0.00220011 0.00241492 0.00246137 0.00225947 0.00222875 0.000642399
internal_weight=0 2090 2013 262 180 1833 1760 197 1676 115 610 1066 853 514 213 112
internal_count=2352 2090 2013 262 180 1833 1760 197 1676 115 610 1066 853 514 213 112
is_linear=0
shrinkage=0.00298873


Tree=2988
num_leaves=20
num_cat=0
split_feature=3 2 2 2 2 0 15 47 0 15 0 3 2 1447 3 43 47 15 43
split_gain=27.5802 12.7087 7.09957 8.75141 2.81257 2.1469 1.58693 2.66856 2.03877 1.20727 1.19537 0.970918 0.721206 0.892974 1.35801 0.703601 0.430386 0.3868 0.638638
threshold=-0.06340999999999998 0.16730000000000003 -0.0091949999999999983 0.10859000000000001 0.11866500000000001 -0.14822499999999997 -0.0053099999999999996 0.077555000000000013 -0.14766999999999997 -0.17677499999999999 -0.074754999999999988 0.12991000000000003 0.090115000000000015 -0.085804999999999979 -0.10237999999999998 0.00037500000000000006 0.10499000000000001 0.041820000000000003 -0.09799999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 -1 7 8 -4 -7 11 -5 13 -11 -15 17 -16 18 -14
right_child=1 -3 3 10 -6 9 -8 -9 -10 12 -12 -13 15 14 16 -17 -18 -19 -20
leaf_value=0.002803808952750942 0.00066530227204417039 -0.00017428969695668426 0.0011348318518080937 0.00074963707276978048 0.0015490965227355879 0.0016567512747309651 0.0023257443992239241 0.0023885119068101602 0.0019241730848781821 0.0018188420901858078 0.0014582749373779123 0.0012711401160203581 0.0017314432407594836 0.0026552269693664293 0.0022150695799549166 0.0018142150256022372 0.0019115742179394153 0.0022907527601265269 0.0021296856377939007
leaf_weight=53 94 52 61 80 83 53 102 62 79 59 96 71 53 74 791 103 54 103 229
leaf_count=53 94 52 61 80 83 53 102 62 79 59 96 71 53 74 791 103 54 103 229
internal_value=0 0.00136363 0.00148767 0.0016279 0.00213097 0.00216167 0.00199556 0.00182867 0.00158049 0.00213924 0.00117524 0.000995076 0.00215666 0.00220782 0.00223275 0.00205406 0.00219572 0.00211813 0.00205496
internal_weight=0 697 645 551 1655 1572 304 202 140 1519 247 151 1466 978 919 488 845 385 282
internal_count=2352 697 645 551 1655 1572 304 202 140 1519 247 151 1466 978 919 488 845 385 282
is_linear=0
shrinkage=0.0032351


Tree=2989
num_leaves=15
num_cat=0
split_feature=4 40 3 3 0 3 2 124 457 3 2 42 2 16
split_gain=59.7939 20.9477 11.8537 3.88237 3.53935 3.18675 2.95168 2.85736 1.82266 1.74566 1.46737 1.3065 1.09388 0.715882
threshold=0.30163500000000004 -0.026419999999999996 0.11372500000000001 0.14121000000000003 -0.14822499999999997 0.084735000000000019 0.12358500000000001 -0.043384999999999993 0.080930000000000016 -0.081224999999999978 0.12708000000000003 0.10138000000000001 0.10859000000000001 -0.52830499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 10 5 -3 8 -1 9 11 13 -6 -11 -2
right_child=3 2 -4 -5 6 -7 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=0.001017154123336711 0.0015468501005683681 0.0037086479346367745 0.0014591908114528753 0.00012813398972476666 0.0027200233749594942 0.0026412372139824111 0.0018588878467204273 0.0018854526198212233 0.0021641247299438071 0.0025788466515816537 0.00066511501274407725 0.0032331526507391119 0.0021551219303935667 0.0010693213725579372
leaf_weight=94 55 61 92 59 881 57 53 69 82 572 64 56 73 84
leaf_count=94 55 61 92 59 881 57 53 69 82 572 64 56 73 84
internal_value=0 0.00249898 0.0025932 0.000859277 0.00265004 0.00319333 0.00261268 0.00138493 0.00263667 0.00266114 0.00107161 0.00275073 0.00253094 0.00125852
internal_weight=0 2090 1927 262 1835 118 1717 163 1664 1582 203 937 645 139
internal_count=2352 2090 1927 262 1835 118 1717 163 1664 1582 203 937 645 139
is_linear=0
shrinkage=0.0032351


Tree=2990
num_leaves=11
num_cat=0
split_feature=30 2 150 484 1447 1452 2 4 3 42
split_gain=1.70458 1.5937 0.991435 0.927918 0.86168 0.981653 0.690333 0.658462 0.51714 0.301403
threshold=0.086065000000000016 0.17000000000000001 0.12314500000000002 0.11563500000000002 -0.010529999999999999 0.084885000000000016 -0.13811499999999996 -0.13833499999999996 -0.086049999999999988 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 -8 -1 -10
right_child=-2 -3 -4 -5 5 -7 7 -9 9 -11
leaf_value=0.0082667049504016599 -0.0030789885981345219 -0.0027304351957477763 -0.0016235745517078095 0.0068575321591806491 0.0069159599547569933 -0.0012420236429952511 0.00098993048343429474 0.003175315714536575 0.0056659305971515899 0.0025328212072692783
leaf_weight=54 58 58 52 87 56 68 192 1595 85 70
leaf_count=54 58 58 52 87 56 68 192 1595 85 70
internal_value=0 0.00302882 0.00317686 0.00329013 0.00314356 0.00290838 0.00306172 0.00294072 0.00529213 0.0042534
internal_weight=0 2317 2259 2207 2120 1911 1843 1787 209 155
internal_count=2375 2317 2259 2207 2120 1911 1843 1787 209 155
is_linear=0
shrinkage=0.0352082


Tree=2991
num_leaves=26
num_cat=0
split_feature=4 3 123 0 15 13 15 4 0 3 0 4 0 0 4 4 50 42 4 1210 52 4 1210 1213 3
split_gain=37.5939 13.8425 10.6822 3.21109 2.29858 2.33246 2.24835 2.22906 8.10644 2.0408 1.28523 1.20549 1.11326 1.08137 4.3365 1.59994 1.03343 0.783762 0.721684 0.812619 0.700976 0.576447 0.570402 0.554208 0.251847
threshold=0.30163500000000004 0.11372500000000001 1.0000000180025095e-35 -0.079249999999999987 -0.41606999999999994 -1.0000000180025095e-35 -0.069404999999999981 -0.47860499999999995 -0.026509999999999995 -0.13088999999999998 -0.14032999999999998 -0.080954999999999985 -0.071339999999999987 -0.13314999999999996 0.0034000000000000007 0.005935000000000001 0.10883000000000001 0.088520000000000015 -0.011964999999999998 -0.053799999999999994 -0.13370999999999997 0.17982000000000001 -0.0025849999999999992 0.041405000000000004 0.0012800000000000001
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=1 2 3 11 5 24 -3 9 18 -5 -6 17 -4 14 -13 16 -15 22 19 -9 -20 -17 -1 -24 -2
right_child=4 6 12 7 10 -7 -8 8 -10 -11 -12 13 -14 15 -16 21 -18 -19 20 -21 -22 -23 23 -25 -26
leaf_value=0.0017901521234672756 0.00068179770445934724 0.0011287770136941739 0.001188391078919113 0.002481387694703849 0.00053859758927456191 0.0013068827026099365 0.00025726469911474233 0.0014724457566784755 0.00058490403637350102 0.0016561449901572665 -0.00010222668131251204 0.0010039324306202635 0.00060384914524784137 0.0020625566217594453 0.00214176009533716 0.0015427855083796334 0.0017175583611599994 0.0024280986743967074 0.0018379673264407703 0.0018737725974159491 0.0013995300566939303 0.0019197080933983958 0.0021912860326076772 0.0018424619282962483 0.00038816925960676019
leaf_weight=67 54 53 67 56 59 53 53 54 61 52 53 55 52 481 66 109 94 55 52 301 91 56 174 55 52
leaf_count=67 54 53 67 56 59 53 53 54 61 52 53 55 52 481 66 109 94 55 52 301 91 56 174 55 52
internal_value=0 0.0017463 0.00180215 0.00185716 0.000563431 0.000794531 0.000693322 0.00169025 0.00161405 0.00208434 0.000235066 0.00194899 0.000933229 0.00188843 0.00162483 0.00193149 0.00200621 0.00209744 0.00174005 0.00181282 0.00155918 0.0016709 0.00203589 0.00210765 0.000538055
internal_weight=0 2104 1998 1879 271 159 106 667 559 108 112 1212 119 861 121 740 575 351 498 355 143 165 296 229 106
internal_count=2375 2104 1998 1879 271 159 106 667 559 108 112 1212 119 861 121 740 575 351 498 355 143 165 296 229 106
is_linear=0
shrinkage=0.00298873


Tree=2992
num_leaves=22
num_cat=0
split_feature=1 52 124 2 2 47 147 11 2 0 52 2 0 4 51 0 1210 157 52 52 2
split_gain=47.4333 10.0071 6.44001 6.17755 3.21068 2.95309 2.1279 2.87414 1.88622 1.67168 1.78045 1.60655 1.28291 1.23197 1.0599 1.17206 1.01716 0.69071 0.508965 0.471024 0.414849
threshold=0.10538500000000002 -0.40011499999999994 -0.083859999999999976 0.14823500000000003 0.10124000000000001 0.078345000000000012 0.086575000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.023440000000000003 0.087765000000000024 0.10925000000000001 -0.080689999999999984 0.07252500000000002 0.078435000000000019 -0.093039999999999984 -0.079004999999999978 -0.082294999999999993 -0.065699999999999981 -0.41304999999999997 0.088975000000000012
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=2 -2 -1 5 6 8 7 14 -3 10 12 -10 -6 -7 16 -16 -4 -18 -13 -14 -17
right_child=1 3 4 -5 9 13 -8 -9 11 -11 -12 18 19 -15 15 20 17 -19 -20 -21 -22
leaf_value=0.0013852224616835538 0.0025587893333625456 0.00074493459804156001 0.0021479037315919039 0.00034510598202404743 0.0016605944431466288 0.0020933587469761628 0.0018374672316901124 0.0030449860948438779 0.0017749895917077508 0.0016463454452465519 0.0025715774358639862 0.00088788220469212327 0.002446992950845178 0.0014131951864889221 0.0018235559906308479 0.0025748292970140733 0.0027193281903166999 0.0024713311234914391 0.0012734785188821664 0.002027552349981455 0.002203261944188001
leaf_weight=64 54 83 87 78 60 52 53 81 52 62 90 52 52 52 53 58 126 953 95 55 63
leaf_count=64 54 83 87 78 60 52 53 81 52 62 90 52 52 52 53 58 126 953 95 55 63
internal_value=0 0.0012914 0.00235568 0.00114383 0.0023903 0.00130515 0.00245165 0.00247454 0.00113964 0.00210672 0.00221765 0.0013041 0.00202671 0.0017536 0.00244003 0.00221184 0.00247405 0.00250032 0.0011373 0.0022317 0.00238164
internal_weight=0 518 1857 464 1793 386 1474 1421 282 319 257 199 167 104 1340 174 1166 1079 147 107 121
internal_count=2375 518 1857 464 1793 386 1474 1421 282 319 257 199 167 104 1340 174 1166 1079 147 107 121
is_linear=0
shrinkage=0.00310948


Tree=2993
num_leaves=12
num_cat=0
split_feature=1455 9 132 14 52 40 42 131 1447 1427 133
split_gain=1.41996 1.08185 0.737593 1.01475 0.989102 0.82143 0.952825 0.507816 0.500207 0.525685 0.483578
threshold=-0.09534999999999999 -1.0000000180025095e-35 0.089075000000000015 -0.10708499999999999 0.51339500000000016 -0.07334499999999998 0.086325000000000013 0.089005000000000015 -0.010529999999999999 1.0000000180025095e-35 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -4 10 -10 -7
right_child=1 2 7 4 -6 8 -8 -9 9 -11 -12
leaf_value=0.011032905138819021 -0.001634687332505649 0.0087264159676420008 -0.0013607407716618785 0.0040129688031289527 -0.0013602877273872225 0.0082893387966256494 -0.0037134601171247158 0.0032701330391577701 0.0038966977050879587 0.0084694710697261286 0.0031983402939314127
leaf_weight=53 75 89 87 72 70 113 57 103 1548 52 56
leaf_count=53 75 89 87 72 70 113 57 103 1548 52 56
internal_value=0 0.00363643 0.00381258 0.00405855 0.00384721 0.00403952 0.00059527 0.00114717 0.00429041 0.00404561 0.0066052
internal_weight=0 2322 2247 2057 1968 1898 129 190 1769 1600 169
internal_count=2375 2322 2247 2057 1968 1898 129 190 1769 1600 169
is_linear=0
shrinkage=0.0446525


Tree=2994
num_leaves=23
num_cat=0
split_feature=4 12 150 2 2 2 4 15 2 39 12 16 4 4 0 12 43 155 130 158 43 43
split_gain=74.66 28.2443 6.52948 5.75242 5.42628 4.01257 3.27288 2.32187 3.29513 2.70677 1.87174 1.44085 1.47976 1.25414 1.20753 1.2592 1.12203 0.737542 0.70953 0.516103 0.485551 0.132849
threshold=0.30163500000000004 0.054520000000000006 0.089155000000000012 -0.0091949999999999983 0.12358500000000001 0.099450000000000024 0.005935000000000001 -0.42443999999999993 0.12454500000000002 0.088025000000000006 0.089835000000000012 -0.073494999999999991 -0.021234999999999997 -0.047714999999999987 -0.10417499999999999 0.09141500000000001 -0.15786499999999998 0.10158500000000002 0.088045000000000012 0.08962500000000001 -0.0083249999999999973 -0.076974999999999988
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 2 3 -1 6 13 14 9 -9 -2 -8 -7 -13 -5 -3 18 -17 -18 19 -16 21 -12
right_child=7 4 -4 5 -6 11 10 8 -10 -11 20 12 -14 -15 15 16 17 -19 -20 -21 -22 -23
leaf_value=0.0087070067261370721 0.0090851304887733485 0.010020337207703501 0.0086135111499494495 0.010591951046898657 0.0094080558244413522 0.0099379920327177917 0.010480708186574286 0.0085467666859098644 0.0075127027615299507 0.0081640378082528994 0.0098931418597261265 0.0096495964939406886 0.0089147270854570571 0.0099763255147379427 0.010598698443644425 0.010806166232568212 0.010275525573768414 0.010651104146637584 0.010222497197266762 0.010931053051319877 0.010151633912958861 0.0096197413920357383
leaf_weight=54 86 54 71 58 54 53 87 80 52 53 55 59 56 89 693 61 375 68 52 58 55 52
leaf_count=54 86 54 71 58 54 53 87 80 52 53 55 59 56 89 693 61 375 68 52 58 55 52
internal_value=0 0.0102142 0.00949871 0.00966894 0.0104034 0.00983373 0.0104368 0.00844472 0.00813967 0.00873417 0.0100988 0.00949603 0.00929204 0.0102195 0.0104986 0.0105183 0.0103906 0.0103333 0.0105984 0.0106244 0.00989356 0.00976059
internal_weight=0 2104 440 369 1664 315 1610 271 132 139 249 168 115 147 1361 1307 504 443 803 751 162 107
internal_count=2375 2104 440 369 1664 315 1610 271 132 139 249 168 115 147 1361 1307 504 443 803 751 162 107
is_linear=0
shrinkage=0.00317166


Tree=2995
num_leaves=17
num_cat=0
split_feature=15 10 3 40 15 15 43 160 16 15 3 3 3 3 47 3
split_gain=40.7155 21.467 18.2693 3.88844 2.79968 1.93005 2.24487 1.91969 1.79756 1.35828 1.80956 1.94837 1.32674 1.53602 0.752222 0.741982
threshold=-0.24269999999999997 -1.0000000180025095e-35 0.11372500000000001 -0.026419999999999996 -0.026169999999999995 -0.031659999999999994 -0.43328499999999998 -1.0000000180025095e-35 -0.41574999999999995 -0.11399999999999998 -0.036844999999999996 -0.096749999999999989 0.0075150000000000008 -0.065974999999999992 0.085770000000000027 -0.014044999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 15 -4 9 -7 -1 -9 14 11 -11 13 -8 -5 -3
right_child=1 2 4 5 -6 6 12 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0014942704685796614 0.00096097441693180534 0.0018986027383315698 0.0018957422309910591 0.0031710491071037391 0.00094497368244245508 0.0034450614560084594 0.0027941156923742779 0.0012880130296679688 0.00052301291160238407 0.0020575882601023858 0.0020857393056837236 0.0026879909879031533 0.0031804766214449487 0.0022844619116974829 0.0027026173669920839 0.0023986391334203908
leaf_weight=82 73 53 65 54 52 52 980 54 61 52 70 398 78 59 83 60
leaf_count=82 73 53 65 54 52 52 980 54 61 52 70 398 78 59 83 60
internal_value=0 0.00258623 0.00264392 0.00271453 0.00147346 0.00274856 0.00282321 0.00113732 0.000882513 0.00261568 0.002544 0.00261522 0.00279423 0.00276521 0.00288749 0.0021644
internal_weight=0 2129 2056 1939 117 1826 1169 197 115 657 520 450 1117 1039 137 113
internal_count=2326 2129 2056 1939 117 1826 1169 197 115 657 520 450 1117 1039 137 113
is_linear=0
shrinkage=0.0030485


Tree=2996
num_leaves=14
num_cat=0
split_feature=2 51 2 402 14 0 1375 0 160 1375 1186 4 2
split_gain=2.16695 0.776279 1.03399 0.887346 1.20504 0.854867 0.800594 0.774765 0.632882 0.626149 0.666238 0.535852 1.02776
threshold=0.17000000000000001 0.11178000000000002 0.088710000000000011 0.087880000000000014 -0.24175999999999997 -0.22607999999999998 0.083945000000000006 -0.091054999999999983 -1.0000000180025095e-35 -0.084629999999999997 0.021560000000000003 -0.081689999999999985 0.087525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 9 -5 -4 -7 -11 -9 -13
right_child=-2 2 8 7 5 6 -8 11 -10 10 -12 12 -14
leaf_value=0.011553216693670362 -0.0022914499973064671 -0.0014815738046561936 0.0025943214555868661 -0.0003641788560025213 0.0019547284606664063 0.010215672648153913 0.010166016784953267 0.0019916533928368142 0.0082988853663282496 0.0057464994760130558 0.010198711320535937 0.010609795802017784 0.003077112555674423
leaf_weight=65 54 52 68 57 77 55 78 63 56 1531 55 53 62
leaf_count=65 54 52 68 57 77 55 78 63 56 1531 55 53 62
internal_value=0 0.00573962 0.00320517 0.00595223 0.00624246 0.00605002 0.00623322 0.00365208 0.00517399 0.00604603 0.00590116 0.00494057 0.00655238
internal_weight=0 2272 176 2096 1861 1796 1719 235 124 1641 1586 178 115
internal_count=2326 2272 176 2096 1861 1796 1719 235 124 1641 1586 178 115
is_linear=0
shrinkage=0.0396502


Tree=2997
num_leaves=15
num_cat=0
split_feature=3 9 15 16 4 52 2 4 0 151 16 0 3 51
split_gain=1.6629 0.760583 0.881691 0.931116 2.35838 2.13538 1.25439 0.911471 0.807526 1.90658 0.63634 0.960213 0.733649 0.608848
threshold=0.30112000000000005 -1.0000000180025095e-35 -0.45015499999999992 0.24579500000000001 -0.37983499999999992 -0.41304999999999997 0.11161 0.053255000000000004 -0.14989499999999997 -0.00016499999999999997 -0.083479999999999985 -0.11073999999999999 -0.097829999999999986 -0.10998999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 13 -7 9 -6 12 -12 -10 -5
right_child=-2 2 3 5 8 7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=0.00096622541116545512 -0.00067939364848202657 0.00085441684239361275 0.017884996090234744 0.0093299085132153153 0.0029829298809676648 -0.0069064286908344713 0.014127518326432107 0.0028847989155545168 0.012904772005005623 0.014749206743776888 -0.00093005722734350359 0.0061115486073831226 0.0071995770104499269 0.0023947117902353354
leaf_weight=69 95 72 55 53 60 52 53 52 71 102 56 948 487 101
leaf_count=69 95 72 55 53 60 52 53 52 71 102 56 948 487 101
internal_value=0 0.00638295 0.00655557 0.0067517 0.00721383 0.00410644 0.00717984 -0.00200544 0.00687307 0.0103948 0.00650746 0.00571823 0.00792651 0.00478513
internal_weight=0 2231 2162 2090 1779 311 207 104 1724 162 1562 1004 558 154
internal_count=2326 2231 2162 2090 1779 311 207 104 1724 162 1562 1004 558 154
is_linear=0
shrinkage=0.0523176


Tree=2998
num_leaves=18
num_cat=0
split_feature=10 39 1 49 3 0 1447 131 0 52 2 3 16 52 456 1 1
split_gain=1.39649 1.61902 0.653105 0.681892 0.598356 1.02099 0.708898 0.494366 0.724768 0.754806 0.586281 1.01585 0.462349 0.414265 0.352827 0.392635 0.235272
threshold=-0.005834999999999999 0.086065000000000016 0.098370000000000027 -0.072214999999999988 0.08734500000000002 -0.14989499999999997 -0.084894999999999984 0.08482000000000002 0.014040000000000002 0.055990000000000005 0.10925000000000001 0.12178000000000001 -0.0024749999999999993 -1.0000000180025095e-35 0.086265000000000022 0.094610000000000014 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 5 -5 -7 8 9 10 13 -12 -9 -4 15 -8 -2
right_child=2 -3 7 4 -6 6 14 12 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0058248805068199195 0.006047013273550568 0.0043268287573665146 0.0059671317915314138 0.0097408195466445417 0.00074517575908008313 0.00081883134730965153 0.0042569067951988056 -0.0021181789749202011 0.0069739487710044909 0.006695774840729956 -0.0039246978313602189 0.0032415253186423528 0.003031646130648288 0.0011000290352942818 0.007407422784566289 0.0079283875259208089 0.0096404341969580226
leaf_weight=52 80 55 67 62 74 92 1209 56 87 65 64 71 63 54 71 52 52
leaf_count=52 80 55 67 62 74 92 1209 56 87 65 64 71 63 54 71 52 52
internal_value=0 -0.000602596 0.00421885 0.00461428 0.0043727 0.00455305 0.00432687 0.00294843 0.003631 0.00272359 0.00171331 -0.000152533 0.000604498 0.00379868 0.00456883 0.00440866 0.00746594
internal_weight=0 107 2219 1692 1560 1486 1424 527 408 321 256 135 119 121 1332 1261 132
internal_count=2326 107 2219 1692 1560 1486 1424 527 408 321 256 135 119 121 1332 1261 132
is_linear=0
shrinkage=0.0412521


Tree=2999
num_leaves=17
num_cat=0
split_feature=4 2 2 13 376 14 16 16 16 133 475 457 16 401 2 133
split_gain=41.9562 10.4844 4.90978 4.55591 4.29838 3.9709 2.2842 1.55855 2.27462 2.32549 1.28698 1.39883 0.932337 1.80146 0.617176 0.514804
threshold=0.30163500000000004 0.10859000000000001 0.12708000000000003 -0.14179999999999995 0.080200000000000007 0.076175000000000007 -0.4714549999999999 0.51303500000000013 -0.034109999999999994 0.0024650000000000006 -0.084144999999999984 0.080930000000000016 -0.083479999999999985 0.080190000000000011 0.090485000000000024 0.085720000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -3 5 10 -2 8 -5 -10 15 12 14 -14 -12 -1
right_child=2 3 -4 7 -6 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17
leaf_value=0.0022271152794237203 0.0013602078003015375 0.00067778228573152723 0.00016136524342821133 0.001881359756312708 0.0013430281965255209 0.0028496138101714824 0.00060363855079460934 0.0020816913288205069 0.00076528579714213734 0.0016701836385446965 0.0022839412680056822 0.0017152400283683786 0.0020872843401982554 0.0015923401692760676 0.0020279311784585849 0.002595685413675719
leaf_weight=90 87 52 98 93 66 70 65 64 52 54 339 93 845 75 122 61
leaf_count=90 87 52 98 93 66 70 65 64 52 54 339 93 845 75 122 61
internal_value=0 0.00201594 0.000693814 0.00150335 0.00210762 0.00213737 0.00103689 0.00166645 0.00153275 0.00122658 0.00210667 0.00207903 0.00210351 0.00204697 0.00221626 0.00237622
internal_weight=0 2076 250 315 1761 1695 152 263 199 106 1625 1474 1381 920 461 151
internal_count=2326 2076 250 315 1761 1695 152 263 199 106 1625 1474 1381 920 461 151
is_linear=0
shrinkage=0.0030485


Tree=3000
num_leaves=28
num_cat=0
split_feature=1 4 1 2 0 16 0 132 1 16 1 0 1456 1 16 16 151 16 159 2 1 4 133 16 2 0 42
split_gain=26.2719 5.92215 3.1726 2.88758 2.26678 2.08945 1.46679 1.36238 2.1762 1.63153 1.19779 2.44532 1.04923 0.954167 0.968064 0.949715 0.926394 0.968971 0.949458 0.868993 0.810177 0.574297 0.443643 0.397069 0.341134 0.138118 0.117168
threshold=0.10124500000000002 -0.41016499999999995 0.12337000000000002 1.0000000180025095e-35 -0.071844999999999978 -0.015159999999999998 -0.18087499999999998 0.022565000000000005 0.081540000000000015 0.21684500000000004 0.085720000000000005 -0.095264999999999989 -0.15627999999999997 0.14846500000000004 -0.42372999999999994 -0.061394999999999998 -0.085164999999999977 0.0086100000000000013 0.08351500000000002 0.091205000000000008 0.11189500000000001 -0.025139999999999999 -0.015324999999999997 -0.0088649999999999996 0.10457000000000001 -0.07883999999999998 0.081180000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 10 -3 -5 8 9 24 12 -12 -1 14 -4 -16 23 18 19 -18 -8 22 -13 -14 -6 -24 -20
right_child=1 2 13 6 7 -7 20 -9 -10 -11 11 21 16 -15 15 -17 17 -19 26 -21 -22 -23 25 -25 -26 -27 -28
leaf_value=0.0021115002923892314 0.0017618038162677402 0.0016714274395778458 0.00092688520842572287 0.0011218428988571619 0.0013293879053833631 0.00091157060123476304 0.00026763792428035737 0.00095358063009801596 0.0018676469992627593 0.00093262093550449733 0.001114460818545414 0.001784189302974261 0.0021407540264942989 0.00013778465431556872 0.00014705649703178786 0.00070889923546875271 0.0017088326232964359 0.0013562163029966349 0.0020569578296307546 0.0014694852124204382 0.00075753899157508624 0.00188533867972701 0.001339027317002698 0.0017684755970353255 0.0016412785547701115 0.0015638178073246987 0.0018467296645858073
leaf_weight=55 60 67 55 55 60 63 56 55 86 71 102 56 52 52 52 56 533 89 53 185 66 76 53 54 70 52 53
leaf_count=55 60 67 55 55 60 63 56 55 86 71 102 56 52 52 52 56 533 89 53 185 66 76 53 54 70 52 53
internal_value=0 0.00087214 0.000769819 0.000964915 0.00160504 0.00130343 0.000716104 0.00138614 0.00146893 0.00129817 0.001658 0.00150233 0.00170711 0.000491091 0.000603606 0.000438678 0.00168525 0.00165431 0.00168647 0.00164721 0.000532928 0.00166913 0.00156687 0.0019514 0.00149757 0.00145066 0.00195214
internal_weight=0 582 522 307 1755 130 177 342 287 201 1413 339 1074 215 163 108 1019 913 824 718 122 237 161 106 130 105 106
internal_count=2337 582 522 307 1755 130 177 342 287 201 1413 339 1074 215 163 108 1019 913 824 718 122 237 161 106 130 105 106
is_linear=0
shrinkage=0.00298873


Tree=3001
num_leaves=24
num_cat=0
split_feature=1 1 2 3 3 39 10 2 39 2 1 158 1 49 49 1 484 2 1446 1 1 50 1
split_gain=88.5926 17.6886 8.12338 7.32526 5.51777 4.85494 4.43842 3.35422 2.57182 2.36346 1.56353 1.08352 0.872421 0.821432 0.820276 0.804228 0.583929 0.723363 0.520434 0.497387 0.496946 0.374309 0.210624
threshold=0.10124500000000002 0.12337000000000002 0.12131500000000002 -0.029309999999999996 0.0025650000000000004 0.082470000000000016 -0.0069899999999999988 0.10527500000000002 0.087735000000000021 0.090115000000000015 0.085720000000000005 0.089030000000000012 0.089910000000000004 -0.004729999999999999 0.099620000000000014 0.078435000000000019 0.056325000000000007 0.097145000000000023 0.08376500000000002 0.091485000000000025 0.11091000000000002 0.090980000000000019 0.088485000000000022
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 3 5 7 -5 9 -3 20 -8 10 11 15 14 -12 16 18 17 -11 -1 22 -2 -21 -15
right_child=1 6 -4 4 -6 -7 8 -9 -10 12 13 -13 -14 19 -16 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0036043857103728351 0.0029731821880806522 0.000445869172653106 0.0023610546645837587 0.0013256699176664459 0.0024483695896322867 0.0025701953920618092 0.0018421682747055195 0.0023359584383191461 0.0010395539888786393 0.0034894109160928974 0.0030156240824383645 0.0040350354310449664 0.0029395231997523365 0.0034489397524958515 0.0030718558326164758 0.0039584135706158185 0.0037336942935338462 0.0032052426358401484 0.0032783007880859459 0.0031455053880933559 0.0034130066020950506 0.0035072501065006494 0.0037062639726530042
leaf_weight=535 52 52 73 81 97 62 97 78 69 218 53 68 58 68 88 62 52 162 57 70 56 54 75
leaf_count=535 52 52 73 81 97 62 97 78 69 218 53 68 58 68 88 62 52 162 57 70 56 54 75
internal_value=0 0.00197019 0.00339831 0.0023982 0.00193767 0.00344331 0.00125538 0.00283874 0.00150876 0.00347671 0.00356736 0.00364974 0.00331323 0.00338137 0.00335484 0.00360963 0.00341241 0.00336835 0.00357305 0.00345384 0.00320155 0.00330331 0.00358414
internal_weight=0 582 1755 364 178 1682 218 186 166 1620 1042 722 578 320 520 654 432 380 592 267 108 124 143
internal_count=2337 582 1755 364 178 1682 218 186 166 1620 1042 722 578 320 520 654 432 380 592 267 108 124 143
is_linear=0
shrinkage=0.00317166


Tree=3002
num_leaves=23
num_cat=0
split_feature=2 2 2 39 0 9 52 2 52 52 1447 2 13 52 130 2 1213 52 2 0 0 52
split_gain=28.9177 14.4581 8.79289 3.38771 3.44151 2.74814 2.08581 1.99814 1.68218 1.50211 1.34531 1.14427 1.02415 0.765567 0.754653 0.799204 0.731604 0.708688 0.67623 0.58495 0.566677 0.203255
threshold=0.13733000000000004 -1.0000000180025095e-35 0.099675000000000014 0.081875000000000017 0.10798500000000001 0.081890000000000004 0.044705000000000002 0.16730000000000003 -0.41304999999999997 -0.067394999999999983 -0.083899999999999988 0.090115000000000015 -0.085764999999999994 -0.088004999999999986 -0.050984999999999996 0.078405000000000016 -0.0096849999999999974 0.092965000000000006 0.094400000000000026 -0.089594999999999994 -0.088709999999999983 0.12539500000000003
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 5 10 4 6 -1 8 -2 -4 -10 12 14 -3 -13 -12 20 -17 19 -19 -15 -16 -8
right_child=7 2 3 -5 -6 -7 21 -9 9 -11 11 13 -14 17 15 16 -18 18 -20 -21 -22 -23
leaf_value=0.0011133557152257776 0.0012783028490004626 0.0025648801789060669 0.0023851506773639509 0.0014768574474983164 0.0028970732400214372 0.0019390428783015677 0.0023149625019520774 0.00053473334526026495 0.0014213337017822065 0.0020057187602115171 0.0029374492157606662 0.0026865127893756129 0.0031337107671647372 0.0020085752414535792 0.0022402239228217369 0.0024799944155790687 0.0027401109031580319 0.0027617224559128256 0.0022827393073761408 0.0023886153401210543 0.0025503830123731011 0.0025769875983591797
leaf_weight=83 100 52 66 67 64 74 61 54 65 126 72 83 78 77 73 142 437 60 57 84 299 63
leaf_count=83 100 52 66 67 64 74 61 54 65 126 72 83 78 77 73 142 437 60 57 84 299 63
internal_value=0 0.00241233 0.00248279 0.00213018 0.00222847 0.00150274 0.00211607 0.00101779 0.00195562 0.00180702 0.00260202 0.0025734 0.00290643 0.00242171 0.0026269 0.00260335 0.00267637 0.00234253 0.00252866 0.00220706 0.00248961 0.00244836
internal_weight=0 2183 2026 512 445 157 381 154 257 191 1514 1384 130 361 1023 951 579 278 117 161 372 124
internal_count=2337 2183 2026 512 445 157 381 154 257 191 1514 1384 130 361 1023 951 579 278 117 161 372 124
is_linear=0
shrinkage=0.00310948


Tree=3003
num_leaves=21
num_cat=0
split_feature=40 1455 0 48 3 475 16 16 0 0 16 16 43 0 16 3 3 13 159 0
split_gain=1.2006 1.05719 0.885969 1.97619 1.0566 1.08697 0.820171 0.910531 0.494854 2.24246 1.09143 0.554899 0.485052 0.438727 0.415908 0.619546 0.469108 0.601252 0.578287 0.399913
threshold=0.0046150000000000002 -0.09534999999999999 -0.061994999999999995 0.092265000000000014 -0.24190499999999995 -0.072374999999999981 0.0045450000000000013 0.27252000000000004 -0.13740499999999997 -0.17785499999999996 -0.093079999999999982 0.037060000000000003 -0.085224999999999981 -0.074754999999999988 -0.0030599999999999998 -0.082224999999999979 -0.069254999999999997 -0.0094049999999999984 0.0055900000000000004 -0.23029499999999997
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 -1 8 4 -4 -6 -7 -8 9 19 -11 14 -13 -14 16 -16 18 -18 -10 -3
right_child=-2 2 3 -5 5 6 7 -9 11 10 -12 12 13 -15 15 -17 17 -19 -20 -21
leaf_value=0.012234560902404986 -0.0015287999091382371 0.0065877732673984175 0.010981957572752785 -0.0050673041609467489 -0.0021662425012281277 0.0017253732599683133 0.010996654728064164 0.0035746745055888944 0.0063918906193113729 -0.0037603915910160947 0.0040327443525318123 0.0074665107869746339 -0.00021800809217477858 0.0050620564756351516 0.0059911928428577777 0.013102853046440335 0.0061812186571680965 0.00064606270250740173 0.010285153439629886 0.011925818558859689
leaf_weight=53 54 82 52 53 58 101 74 75 921 76 86 61 71 70 58 53 123 69 95 52
leaf_count=53 54 82 52 53 58 101 74 75 921 76 86 61 71 70 58 53 123 69 95 52
internal_value=0 0.00561256 0.00545495 0.00347088 0.0047293 0.00367201 0.00502851 0.00726415 0.00590565 0.00412795 0.000373583 0.00625127 0.00393229 0.00239971 0.00660603 0.00939141 0.00634967 0.00419466 0.00675642 0.00866303
internal_weight=0 2283 2230 413 360 308 250 149 1817 296 162 1521 202 141 1319 111 1208 192 1016 134
internal_count=2337 2283 2230 413 360 308 250 149 1817 296 162 1521 202 141 1319 111 1208 192 1016 134
is_linear=0
shrinkage=0.0473856


Tree=3004
num_leaves=13
num_cat=0
split_feature=10 39 40 40 12 1453 14 484 43 160 2 43
split_gain=1.87787 1.51258 1.42988 1.30382 0.838932 0.689956 0.998315 0.588396 0.55607 1.22255 0.56353 0.490113
threshold=0.058500000000000003 0.095830000000000012 -0.063404999999999989 -0.084904999999999994 -0.082514999999999991 -1.0000000180025095e-35 0.054835000000000009 -0.067064999999999986 -0.040789999999999993 -0.091944999999999985 0.086665000000000006 -0.078564999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 11 7 8 -6 10 -10 -7 -5
right_child=-2 2 -4 4 5 6 -8 -9 9 -11 -12 -13
leaf_value=-0.0023410855654005833 -0.0037359950160193748 0.0044825662391857748 -0.0062611170006605307 0.0060593297743680111 0.004709071262959684 0.0024305357508973701 -0.001618094978335671 0.011107800021310548 0.010707298183969486 0.0050602512129789227 0.0049365893526962549 0.012349379524553183
leaf_weight=52 59 55 52 56 57 325 53 69 91 933 483 52
leaf_count=52 59 55 52 56 57 325 53 69 91 933 483 52
internal_value=0 0.00465416 -0.000734028 0.00491995 0.00509837 0.00488362 0.00466053 0.00821707 0.00484245 0.00556257 0.0039292 0.00909246
internal_weight=0 2278 107 2171 2119 2011 1885 126 1832 1024 808 108
internal_count=2337 2278 107 2171 2119 2011 1885 126 1832 1024 808 108
is_linear=0
shrinkage=0.0464565


Tree=3005
num_leaves=22
num_cat=0
split_feature=1 1 12 1 4 12 3 3 0 3 3 12 3 0 133 52 43 12 52 43 43
split_gain=48.7918 7.31138 5.17819 4.98709 5.00646 5.01047 3.19837 2.24053 1.79026 1.55527 1.36787 1.5109 1.24078 1.2623 1.00624 1.52361 0.957425 0.90267 1.15188 0.641595 0.270447
threshold=0.10915500000000002 0.13630500000000004 0.086885000000000004 0.092810000000000017 -0.16772499999999999 0.088835000000000011 -0.15680499999999997 -1.0000000180025095e-35 -0.073574999999999988 0.31400500000000003 -0.091164999999999982 0.094045000000000004 0.085315000000000016 -0.14216999999999999 0.11588000000000002 0.044705000000000002 0.0035900000000000007 -0.085719999999999977 -1.0000000180025095e-35 -0.064499999999999988 -0.042209999999999991
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 17 6 -5 7 -1 -6 12 -3 -10 -12 13 -8 16 -16 -15 -2 -19 -13 -7
right_child=1 9 -4 4 5 20 8 -9 10 -11 11 19 -14 14 15 -17 -18 18 -20 -21 -22
leaf_value=0.002962008069670691 0.00063857364074722213 0.00066560840776869917 0.0018474203289359796 0.002595752471495369 0.00083396532531582342 0.0018970770641331734 0.0027502623434983694 0.0016440282133560339 0.0015967205262627016 -1.1345972558380303e-05 0.0024281787434381205 0.0021938992273313074 0.0017845730392806365 0.0023360473897038984 0.0016080989788092974 0.0022798473354080778 0.0020778967608868089 0.0014255853981608696 0.00082350867872127832 0.0017711704873556243 0.0021902345662532532
leaf_weight=56 58 81 98 63 74 59 53 60 67 55 88 54 52 810 56 80 171 59 65 103 70
leaf_count=56 58 81 98 63 74 59 53 60 67 55 88 54 52 810 56 80 171 59 65 103 70
internal_value=0 0.000983442 0.00127079 0.00215845 0.00180756 0.00161863 0.00223037 0.00119693 0.00220364 0.000391596 0.0019925 0.0021006 0.00225752 0.00227851 0.0022561 0.00200349 0.00229108 0.000960117 0.00111025 0.00191678 0.00205641
internal_weight=0 416 280 1916 326 263 1590 134 1534 136 312 245 1222 1170 1117 136 981 182 124 157 129
internal_count=2332 416 280 1916 326 263 1590 134 1534 136 312 245 1222 1170 1117 136 981 182 124 157 129
is_linear=0
shrinkage=0.00310948


Tree=3006
num_leaves=14
num_cat=0
split_feature=15 3 40 3 0 48 16 49 15 41 3 160 0
split_gain=61.3071 44.4363 14.7273 5.34244 5.07058 4.83015 3.39291 3.07945 2.98715 2.88717 2.12561 3.12108 1.96065
threshold=-0.24269999999999997 0.11191000000000002 -0.026419999999999996 0.30112000000000005 -0.10417499999999999 0.087470000000000006 -0.5103049999999999 0.12748500000000004 -0.45015499999999992 0.07831500000000001 -0.092714999999999978 -0.054789999999999998 -0.11471499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 -1 -2 -4 9 -6 10 11 -8 -12
right_child=1 3 6 -5 8 -7 7 -9 -10 -11 12 -13 -14
leaf_value=0.0016386727110520676 0.0024435464228530633 0.0015729339139875869 0.0022394709058111708 0.00036007217730639425 0.00097507105072546429 0.0013589443009346062 0.0020927851934360114 0.0022512124373196911 2.8691506927297614e-05 0.003663504818361986 0.0025840829881941438 0.0028738244234256163 0.0030339486759334202
leaf_weight=65 83 81 65 58 77 71 60 57 52 55 98 236 1274
leaf_count=65 83 81 65 58 77 71 60 57 52 55 98 236 1274
internal_value=0 0.00273413 0.00285003 0.00106708 0.000944079 0.00194371 0.00292567 0.00295071 0.000593837 0.00297383 0.00295107 0.00271562 0.00300184
internal_weight=0 2138 1999 139 194 154 1845 1780 129 1723 1668 296 1372
internal_count=2332 2138 1999 139 194 154 1845 1780 129 1723 1668 296 1372
is_linear=0
shrinkage=0.0030485


Tree=3007
num_leaves=22
num_cat=0
split_feature=1 15 4 160 40 0 4 3 43 394 1212 3 0 43 160 43 160 4 16 16 3
split_gain=3.03526 1.13779 1.03006 0.811021 0.712051 0.798571 1.26272 0.71767 1.00777 0.904261 1.21499 0.65962 0.613881 0.923056 0.742412 0.698888 0.604383 0.538953 0.717181 0.379302 0.331549
threshold=0.13630500000000004 -0.41971499999999995 1.0000000180025095e-35 0.11055500000000001 -0.0057599999999999986 -0.11208499999999998 -0.048624999999999995 -0.08466499999999999 -0.081324999999999995 -0.081744999999999984 0.087685000000000013 -0.15956499999999998 -0.072174999999999975 0.087840000000000015 -0.075929999999999984 -0.036794999999999994 0.084965000000000027 -0.38908499999999996 -0.074254999999999988 -0.0094449999999999968 -0.081184999999999993
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=2 -2 4 12 -1 6 -6 9 19 -7 11 -11 13 14 -4 -14 20 -10 -19 -9 -16
right_child=1 -3 3 -5 5 7 -8 8 17 10 -12 -13 15 -15 16 -17 -18 18 -20 -21 -22
leaf_value=0.0085816858175613089 0.0027781577309514056 -0.0045880895177454126 0.0065132289231275434 -0.0015109430799487452 0.0059186445208432199 -0.0005441425704930191 -0.002388206987580012 0.006657771453636302 0.0091930556228866801 0.0089810566648915093 -0.000132247249158478 0.0047747746484407732 0.0035465855744908422 0.0082344297255163082 0.0043163285985606242 -0.0020684726048746582 0.0061851570379435608 0.0065223804380399051 0.0036499745694480086 0.011021003449689495 0.00072246573690850052
leaf_weight=88 56 80 98 52 57 58 58 55 52 69 72 401 92 80 53 56 56 252 301 75 171
leaf_count=88 56 80 98 52 57 58 58 55 52 69 72 401 92 80 53 56 56 252 301 75 171
internal_value=0 -0.00155182 0.00455001 0.00323538 0.00511217 0.00490132 0.00172542 0.00517458 0.00600649 0.00415479 0.00465841 0.00539319 0.00364335 0.00436118 0.00354032 0.00141911 0.00249829 0.00532424 0.00495968 0.00917828 0.00157469
internal_weight=0 136 2196 658 1538 1450 115 1335 735 600 542 470 606 458 378 148 280 605 553 130 224
internal_count=2332 136 2196 658 1538 1450 115 1335 735 600 542 470 606 458 378 148 280 605 553 130 224
is_linear=0
shrinkage=0.0396502


Tree=3008
num_leaves=26
num_cat=0
split_feature=12 13 12 13 0 0 133 133 0 12 11 0 133 133 13 0 12 0 13 151 157 1453 0 0 13
split_gain=50.8517 10.0808 9.36611 5.76742 6.32109 5.48434 2.77034 1.78967 1.98026 1.56198 1.88664 1.8799 1.21281 1.96206 0.806709 0.776978 0.824181 0.752373 0.725869 0.693453 0.445749 0.706022 0.384694 0.248261 0.0606241
threshold=0.077755000000000005 -0.0049299999999999995 0.10321000000000001 0.0083850000000000018 -0.10417499999999999 -0.042364999999999993 -0.080269999999999994 0.026115000000000003 -0.10220499999999998 0.092495000000000008 1.0000000180025095e-35 -0.10075499999999998 0.015045000000000001 -1.0000000180025095e-35 -0.077849999999999989 -0.093384999999999982 0.094085000000000016 -0.077584999999999987 -0.068189999999999987 -0.10093499999999998 -0.08266999999999998 -0.0087699999999999983 -0.23141499999999995 -0.063109999999999986 -0.00067499999999999993
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=1 6 9 4 22 12 -1 8 -8 10 11 -2 13 -4 -9 -11 -17 -18 -19 -13 -21 -22 -3 -20 -14
right_child=2 3 5 -5 -6 -7 7 14 -10 15 -12 19 24 -15 -16 16 17 18 23 20 21 -23 -24 -25 -26
leaf_value=0.0015796164193410587 0.0020038059462735096 0.0017563141858733986 0.0022252893146719548 0.0010166224819500604 0.0026224430747583453 0.00096614014387497648 0.00092087143229802092 0.0013306668414224908 0.00013104294419817074 0.001959902963906112 0.0030197794216399137 0.0022013122706147537 0.0022327674530338831 0.0014285950266122601 0.00082273374760917235 0.0021053107783311899 0.0027529620365396201 0.0021364677179606622 0.0023810976436708757 0.0028008942964028146 0.002192225396227349 0.0025726538794875286 0.0014368284720270928 0.0026629838814464205 0.0024006710401856591
leaf_weight=52 67 67 65 84 89 54 61 56 62 52 76 54 53 56 67 88 64 84 70 76 52 686 85 60 52
leaf_count=52 67 67 65 84 89 54 61 56 62 52 76 54 53 56 67 88 64 84 70 76 52 686 85 60 52
internal_value=0 0.00134019 0.00237808 0.00171907 0.00196376 0.00185758 0.000926883 0.000788772 0.000523016 0.00248005 0.00254649 0.00250798 0.00207043 0.00185685 0.00105426 0.00231928 0.00237024 0.00245399 0.00236442 0.00254686 0.00256974 0.00254589 0.00157787 0.00251145 0.00231624
internal_weight=0 623 1709 325 241 280 298 246 123 1429 1011 935 226 121 123 418 366 278 214 868 814 738 152 130 105
internal_count=2332 623 1709 325 241 280 298 246 123 1429 1011 935 226 121 123 418 366 278 214 868 814 738 152 130 105
is_linear=0
shrinkage=0.00310948


Tree=3009
num_leaves=32
num_cat=0
split_feature=1 1 16 2 2 3 3 1 42 16 159 1 16 2 2 16 133 13 16 50 16 2 133 151 42 13 3 1 3 42 42
split_gain=38.0963 7.64772 4.12057 2.82065 2.5924 2.61505 2.59181 2.18062 2.16379 1.21763 1.05754 1.43299 0.911936 0.90335 0.891934 1.3638 1.60948 1.18444 0.85259 0.643947 0.603763 0.597562 0.594578 0.750731 0.481202 0.393934 0.458249 0.373962 0.536934 0.358908 0.206806
threshold=0.10141500000000002 0.13630500000000004 0.14091500000000004 0.089885000000000007 0.10272000000000002 -0.022604999999999997 0.0075150000000000008 0.088595000000000021 0.08648500000000002 0.065440000000000012 -0.021869999999999997 0.091105000000000005 -0.083479999999999985 0.14271500000000001 0.09857500000000001 0.081265000000000018 0.024130000000000002 -0.0080999999999999978 -0.075434999999999988 0.092855000000000007 -0.088629999999999987 0.12330500000000001 -0.043354999999999998 -0.085369999999999988 0.086665000000000006 0.010320000000000001 -0.072579999999999992 0.083065000000000014 -0.082634999999999986 0.090625000000000025 -0.014374999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 5 -2 21 14 9 12 -10 20 27 -3 15 16 17 -5 -16 22 -12 -6 -14 -24 -18 26 -20 28 30 -22 -1
right_child=1 13 -4 7 6 -7 -8 -9 10 -11 11 -13 19 -15 18 -17 24 -19 25 -21 29 -23 23 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0023671896096002483 0.0018608649444769975 0.00066684085953606584 0.0018131801490303158 0.0014214869608973153 0.00031363810118419165 0.00094723432047238141 0.0012419696947709009 0.0013441474659806698 0.0015285442956379648 0.00264110944180761 0.0024007957792149537 0.0016080946719941854 0.0018364928179138722 0.00015913816798651041 0.0020158589302648267 0.0024159571797398318 0.0023665486850127006 0.0020171074159885363 0.0019148181307524173 0.0017593371459457864 0.0018901912511008162 0.00077985782107415497 0.001850338801555323 0.0022573980189561438 0.0019946563923912194 0.001432452302869186 0.001559308877093436 0.002068671475143842 0.002603569720823319 0.0022093871725571016 0.0021069013678700699
leaf_weight=70 68 69 101 80 54 55 100 78 65 54 52 77 63 67 94 64 56 55 74 60 96 53 56 221 91 57 70 54 64 56 58
leaf_count=70 68 69 101 80 54 55 100 78 65 54 52 77 63 67 94 64 56 55 74 60 96 53 56 221 91 57 70 54 64 56 58
internal_value=0 0.00106021 0.00126311 0.00198682 0.00109465 0.0014526 0.000881799 0.00183651 0.00209011 0.00218984 0.00188826 0.00197135 0.00215207 0.000416967 0.00189637 0.0020042 0.00191064 0.00166439 0.00176979 0.00205966 0.00210829 0.00054488 0.00211256 0.00217522 0.00213656 0.00165455 0.00174223 0.00230219 0.0023677 0.00200801 0.00224951
internal_weight=0 567 431 1765 330 123 207 719 1046 700 346 281 646 136 641 346 282 135 295 400 204 107 340 277 147 201 144 246 192 152 128
internal_count=2332 567 431 1765 330 123 207 719 1046 700 346 281 646 136 641 346 282 135 295 400 204 107 340 277 147 201 144 246 192 152 128
is_linear=0
shrinkage=0.00310948


Tree=3010
num_leaves=12
num_cat=0
split_feature=10 12 3 14 13 1186 0 480 3 0 484
split_gain=3.20904 1.39852 1.06696 0.992974 0.765106 0.687005 0.641907 0.611817 0.855869 1.37815 0.734036
threshold=-0.092019999999999977 -0.078454999999999983 0.17646500000000004 0.019675000000000002 -0.014114999999999997 0.021560000000000003 -0.092514999999999986 -0.068944999999999992 -0.15197999999999998 0.062580000000000011 0.093320000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 5 6 7 -2 -3 9 -9 -10
right_child=1 2 -4 -5 -6 -7 -8 8 10 -11 -12
leaf_value=-0.0059967426161622091 -4.2501054427240213e-05 0.0084128921343953195 -0.0011370088119864829 0.0092891067413073385 -0.0024233360766844113 0.0084826900134959971 0.0057554242739300309 -0.0044626544522046599 0.0045902847289958394 0.0047911955554884927 0.0011191434213634762
leaf_weight=57 69 61 59 77 79 71 66 52 1606 63 116
leaf_count=57 69 61 59 77 79 71 66 52 1606 63 116
internal_value=0 0.00410592 0.00443543 0.00459634 0.00086254 0.0044126 0.00278871 0.00426011 0.00412197 0.00060294 0.00435672
internal_weight=0 2319 2105 2046 214 1969 135 1898 1837 115 1722
internal_count=2376 2319 2105 2046 214 1969 135 1898 1837 115 1722
is_linear=0
shrinkage=0.0420771


Tree=3011
num_leaves=18
num_cat=0
split_feature=12 15 16 15 12 15 42 12 150 124 15 12 0 0 42 16 130
split_gain=32.1686 9.47892 7.24219 6.76934 5.23274 3.51361 3.4744 2.44782 2.82835 2.25 1.63464 1.59757 1.39277 1.00306 0.7519 0.64001 0.503292
threshold=-0.041134999999999991 -0.37478999999999996 -0.5103049999999999 -0.26826999999999995 0.13032500000000005 0.03981500000000001 -1.0000000180025095e-35 0.077755000000000005 0.083435000000000023 -0.0076699999999999989 -0.03886499999999999 0.092495000000000008 -0.089964999999999976 -0.062324999999999998 -0.069844999999999977 -0.011859999999999997 -0.004324999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 7 -5 8 10 -8 -4 15 -7 16 -13 -9 -14
right_child=1 2 4 6 -6 12 9 11 -10 -11 -12 14 13 -15 -16 -17 -18
leaf_value=0.00024431994690938695 0.00095065867155735373 0.0011882127681855526 0.0021664093232391509 0.0018135432968752938 0.0010711201615679509 0.0024627195975889557 0.00065714415320842969 0.0021719118389095004 0.0010289724214043554 0.00140480851609889 0.0015561631944110803 0.0020273679213363722 0.0022513219011222963 0.0024614011879852092 0.001710661456463435 0.0019613892299252885 0.002028124739699713
leaf_weight=96 85 103 61 52 52 96 87 224 53 54 91 86 101 57 235 268 575
leaf_count=96 85 103 61 52 52 96 87 224 53 54 91 86 101 57 235 268 575
internal_value=0 0.00189094 0.00193084 0.000868104 0.00197111 0.00199643 0.00117822 0.00188311 0.00160175 0.000943701 0.00180127 0.00195401 0.00213555 0.00209266 0.00179561 0.0020573 0.00206152
internal_weight=0 2087 2002 289 1899 1847 193 1018 205 141 152 813 829 733 321 492 676
internal_count=2376 2087 2002 289 1899 1847 193 1018 205 141 152 813 829 733 321 492 676
is_linear=0
shrinkage=0.00287267


Tree=3012
num_leaves=20
num_cat=0
split_feature=1 3 1 123 4 14 12 4 3 481 151 159 39 15 3 4 1446 12 4
split_gain=77.4412 14.9053 7.11245 6.95178 4.46028 4.24259 3.52882 2.09873 1.91835 1.31053 1.22824 1.1115 1.00163 0.890948 2.76671 1.10034 0.718662 0.557334 0.384499
threshold=0.10538500000000002 -0.055389999999999988 0.12394500000000001 0.080635000000000012 0.30163500000000004 0.062655000000000016 0.11844 0.032965000000000001 0.30112000000000005 -0.065834999999999991 -0.033849999999999991 0.083310000000000009 0.095830000000000012 0.03981500000000001 -0.12595999999999999 -0.082634999999999986 0.088500000000000009 0.090715000000000018 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 10 5 18 6 7 9 12 16 -3 17 -4 14 -11 -15 -1 -9 -2
right_child=1 2 8 -5 -6 -7 -8 11 -10 13 -12 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0027099417772386059 0.0024797705521792707 0.00098327503434689255 0.00096482485632686324 0.0016145752245833101 0.0013261203600877297 0.0033201654761220948 0.0018022642656701918 0.00233775223556982 5.8734569633874409e-05 0.0018649346270796731 0.0015187119851531007 0.0026774260081692978 0.00039265397514096415 0.0028029634918611212 0.0025484526895715068 0.0025487830896277937 0.0031450160903135319 0.002004282050965468 0.0021137211238901393
leaf_weight=102 55 64 57 73 69 63 58 99 71 59 97 53 53 244 545 423 53 86 52
leaf_count=102 55 64 57 73 69 63 58 99 71 59 97 53 53 244 545 423 53 86 52
internal_value=0 0.00121283 0.000848971 0.00251976 0.0019197 0.00255677 0.00252882 0.00255412 0.000442208 0.00259765 0.00130607 0.00229316 0.000689433 0.00256577 0.00248174 0.00264181 0.00285892 0.00218291 0.00230218
internal_weight=0 518 342 1858 176 1785 1722 1664 181 1426 161 238 110 1271 604 667 155 185 107
internal_count=2376 518 342 1858 176 1785 1722 1664 181 1426 161 238 110 1271 604 667 155 185 107
is_linear=0
shrinkage=0.00298873


Tree=3013
num_leaves=12
num_cat=0
split_feature=3 123 14 11 52 160 52 43 123 1455 1
split_gain=2.59039 1.69566 1.11736 0.757172 1.56521 0.947178 0.799261 0.637291 0.600012 0.546896 0.453688
threshold=0.30112000000000005 0.081180000000000016 0.019675000000000002 0.077290000000000011 -0.046924999999999988 -0.51927999999999985 0.51400500000000016 -0.24238999999999997 0.088120000000000018 0.090900000000000022 0.12258000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 -3 -9 -10
right_child=-2 8 -4 4 -6 6 -8 9 10 -11 -12
leaf_value=0.010555004128350039 -0.0030782182040945114 -0.0030647184857782528 0.011460163725649905 0.0070971826629328202 -0.0040658646856108916 0.0097097808656567801 -0.00058733834884384592 0.005113194688378328 0.0061450271839876714 0.010136076015995948 -0.00045729197372197395
leaf_weight=92 101 73 78 64 63 87 56 1600 53 57 52
leaf_count=92 101 73 78 64 63 87 56 1600 53 57 52
internal_value=0 0.00514857 0.00554858 0.00531993 0.00155538 0.00557234 0.00531737 0.00550728 0.000433198 0.0052863 0.00287019
internal_weight=0 2275 2097 2019 127 1892 1800 1744 178 1657 105
internal_count=2376 2275 2097 2019 127 1892 1800 1744 178 1657 105
is_linear=0
shrinkage=0.050286


Tree=3014
num_leaves=19
num_cat=0
split_feature=4 2 124 2 0 11 13 52 42 16 16 2 2 52 1447 157 4 52
split_gain=49.8973 16.2468 7.59044 5.89026 2.93998 2.52963 2.46733 1.92094 1.49409 2.05896 1.03164 0.892294 0.91581 0.74939 0.633346 0.626937 0.631419 0.423463
threshold=0.27161500000000005 0.14234000000000005 -0.043384999999999993 0.10124000000000001 -0.089964999999999976 1.0000000180025095e-35 -0.10899499999999999 -0.078074999999999992 0.091090000000000018 -0.42004999999999992 -0.034109999999999994 0.092155000000000015 0.093595000000000025 0.51087000000000005 -0.086059999999999984 -1.0000000180025095e-35 -0.036279999999999993 0.099400000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 11 -2 -1 9 -8 -6 13 -13 14 -4 -12 -17 -14
right_child=6 -3 3 4 10 -7 8 -9 -10 -11 15 12 17 -15 -16 16 -18 -19
leaf_value=0.0011758085347444971 0.00034886166813964583 0.00082093013858919404 0.0028397525459811484 0.0015498088847142946 0.0025176439763573161 0.0030868970345826075 0.0015472020707761552 0.0020181347940953624 0.00062214456871107426 0.00075713807626192882 0.0023647994810417909 0.0019606223435714798 0.0025373524825703588 0.0021277644929943774 0.0025068258293409031 0.0017343849510320351 0.002188274965564699 0.0022120444807148315
leaf_weight=63 74 74 65 94 83 74 84 52 63 59 58 65 112 53 1101 67 64 71
leaf_count=63 74 74 65 94 83 74 84 52 63 59 58 65 112 53 1101 67 64 71
internal_value=0 0.00231049 0.00236499 0.0024137 0.00204425 0.00250142 0.000856252 0.00155699 0.00103835 0.00122147 0.002215 0.00247186 0.00229334 0.00250815 0.00252541 0.00208191 0.0019564 0.00241133
internal_weight=0 2096 2022 1907 366 1541 280 115 206 143 272 1467 248 1219 1166 189 131 183
internal_count=2376 2096 2022 1907 366 1541 280 115 206 143 272 1467 248 1219 1166 189 131 183
is_linear=0
shrinkage=0.0032351


Tree=3015
num_leaves=21
num_cat=0
split_feature=1 3 14 123 1 2 2 2 2 484 475 0 159 0 1 50 1 39 133 0
split_gain=54.4315 11.7514 5.1931 5.9831 4.90765 3.684 3.01588 1.8893 2.42824 1.77448 1.79606 1.49567 1.49451 1.92867 2.01847 1.08561 1.11786 0.982948 0.903921 0.727042
threshold=0.10538500000000002 -0.06340999999999998 0.054835000000000009 0.080635000000000012 0.14641500000000005 0.11543000000000002 0.091250000000000012 -0.007134999999999999 0.11461500000000001 0.085560000000000011 -0.079449999999999979 -0.071719999999999992 0.082585000000000006 0.043875000000000004 0.086390000000000008 0.11084500000000001 0.090485000000000024 0.087880000000000014 -0.083244999999999986 -0.049464999999999988
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 5 3 6 7 19 9 -3 -9 11 -11 15 13 14 18 16 -1 -10 -8 -2
right_child=1 4 -4 -5 -6 -7 12 8 17 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0029304784269610059 0.0027791571001097152 0.00083350060101447597 0.0036257539957933395 0.0017506662422297531 0.00032326757510681235 0.0015294585646162628 0.0023296396323192942 0.0019540304782820856 0.0014517353864488499 0.0020112647378678675 0.0027909865108362536 0.0033460847481020721 0.0029546209762389888 0.0019992637256280739 0.0020092866702430983 0.0024086366372792802 0.0025995275590157312 0.00088804746074325615 0.0027197168782142449 0.0022591105612552718
leaf_weight=688 63 58 65 68 59 56 78 77 85 52 78 69 85 73 60 56 129 53 338 53
leaf_count=688 63 58 65 68 59 56 78 77 85 52 78 69 85 73 60 56 129 53 338 53
internal_value=0 0.0015259 0.00272611 0.00269312 0.00117012 0.00221243 0.00273067 0.00135301 0.00149299 0.00283557 0.00247936 0.00288469 0.00255325 0.00249104 0.00256639 0.00284818 0.00287827 0.0012355 0.00264666 0.00254185
internal_weight=0 504 1839 1774 332 172 1706 273 215 1072 130 942 634 549 476 873 817 138 416 116
internal_count=2343 504 1839 1774 332 172 1706 273 215 1072 130 942 634 549 476 873 817 138 416 116
is_linear=0
shrinkage=0.0032351


Tree=3016
num_leaves=11
num_cat=0
split_feature=10 2 14 15 15 376 2 52 0 15
split_gain=2.40141 1.44189 0.973926 0.868404 1.16773 0.713872 1.63611 0.863319 0.728934 0.683009
threshold=0.058500000000000003 0.13443000000000002 0.076975000000000002 -0.043644999999999996 -0.26826999999999995 0.083785000000000012 -0.013254999999999998 0.51625500000000002 -0.23091999999999999 0.12061000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 -1 8 -8 -10
right_child=-2 3 -4 -5 -6 -7 7 -9 9 -11
leaf_value=0.012034304526205184 -0.0038408497395729241 -0.00044377478449338244 0.0098788719108910857 -0.0035112967152891696 0.0075074879213549639 0.00053296473464710707 -0.00025456409952734598 0.0096661513481387205 0.0044590606874966073 0.0091358223075031306
leaf_weight=52 60 77 63 52 53 69 54 56 1752 55
leaf_count=52 60 77 63 52 53 69 54 56 1752 55
internal_value=0 0.00451585 0.00482103 0.000990429 0.00279451 0.00466447 0.00480902 0.0046128 0.0044605 0.00460165
internal_weight=0 2283 2101 182 130 2038 1969 1917 1861 1807
internal_count=2343 2283 2101 182 130 2038 1969 1917 1861 1807
is_linear=0
shrinkage=0.0412521


Tree=3017
num_leaves=27
num_cat=0
split_feature=1 1 123 47 0 2 1 0 1 47 15 11 1 0 2 15 2 1 131 51 49 15 49 49 1 2
split_gain=120.725 19.8544 14.8424 7.98345 6.48789 5.87915 4.05242 6.52218 4.16948 3.28603 7.26147 2.25358 1.75439 1.71966 1.41546 1.10135 0.883573 0.700623 0.704636 0.675368 0.848963 0.624211 0.600102 0.589355 0.347123 0.230011
threshold=0.104035 0.12158500000000001 1.0000000180025095e-35 0.085505000000000012 -0.12118 0.09857500000000001 0.085810000000000011 -0.097199999999999995 1.0000000180025095e-35 0.078345000000000012 -0.035449999999999988 1.0000000180025095e-35 0.14641500000000005 -0.036119999999999992 0.091250000000000012 -0.040804999999999994 0.13443000000000002 0.090785000000000018 0.090280000000000013 0.089215000000000017 0.091235000000000011 -0.088324999999999987 0.10470500000000001 0.088340000000000016 0.089150000000000021 0.093070000000000014
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 5 12 -2 6 8 -8 14 10 -6 -10 16 15 19 22 -3 24 -19 20 -1 -16 23 -7 -9 -23
right_child=1 3 -4 -5 9 13 7 17 11 -11 -12 -13 -14 -15 21 -17 -18 18 -20 -21 -22 25 -24 -25 -26 -27
leaf_value=0.011030282470298162 0.0089408944772077833 0.0084781618636881051 0.00931352534774256 0.009299590835734426 0.0089126675144030922 0.010293389346454952 0.0096792237737186107 0.010791332530894418 0.011138300656622161 0.010531726310275128 0.01043304452129416 0.012002578261208667 0.0075172314168321314 0.010044569060909891 0.010977491242696232 0.010843251081057314 0.007932207273635165 0.010458857038162083 0.010909005501182829 0.010603197519587645 0.010607700024869427 0.010399054994690748 0.010158800932909256 0.010774565657942024 0.011131244233769717 0.010670035063636521
leaf_weight=557 103 62 71 63 65 52 65 84 72 59 58 52 52 95 55 85 60 103 58 52 55 61 69 59 61 115
leaf_count=557 103 62 71 63 65 52 65 84 72 59 58 52 52 95 55 85 60 103 58 52 55 61 69 59 61 115
internal_value=0 0.009014 0.0107107 0.00834788 0.0095678 0.0107674 0.0108597 0.0105788 0.0109619 0.00992241 0.00962986 0.011501 0.00800311 0.010411 0.0108871 0.0105422 0.00820993 0.0107698 0.0106212 0.0109619 0.0109924 0.010672 0.0103999 0.0105494 0.0109346 0.0105763
internal_weight=0 522 1821 237 285 1750 1390 371 1019 182 123 124 174 360 895 265 122 306 161 664 612 231 180 111 145 176
internal_count=2343 522 1821 237 285 1750 1390 371 1019 182 123 124 174 360 895 265 122 306 161 664 612 231 180 111 145 176
is_linear=0
shrinkage=0.00310948


Tree=3018
num_leaves=18
num_cat=0
split_feature=10 2 11 130 16 1 16 133 49 52 0 1453 1447 481 159 13 3
split_gain=1.83597 1.30363 1.75568 1.46225 0.892167 1.77676 0.825128 0.644594 0.910802 0.761286 0.616945 0.68059 0.717109 0.604871 0.797968 0.391243 0.288926
threshold=0.058500000000000003 0.097145000000000023 0.078065000000000009 -1.0000000180025095e-35 -0.11777499999999998 0.11869500000000001 -0.4058199999999999 0.088765000000000011 0.0062600000000000008 -0.41304999999999997 0.024745000000000003 -0.049419999999999992 -0.085709999999999995 -0.079279999999999975 0.10438500000000002 -0.061199999999999991 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 6 7 15 8 9 -6 11 -1 -13 -14 -15 -5 -9
right_child=-2 3 -4 4 5 -7 -8 16 -10 -11 -12 12 13 14 -16 -17 -18
leaf_value=0.0021956786408506217 -0.0012693578760469891 -0.0019131249772094681 0.012813347499683362 0.0035787311984964549 0.007512572362362158 -0.0019000331815123563 0.010761952614751175 0.00042354456255302807 0.0087421534383328968 0.0027301757008619401 0.0097333945583339687 0.0097937807287062587 0.0018975856011392859 0.0056699352155712987 0.010223525657224074 0.0075044168874460176 0.0042784982894954757
leaf_weight=76 60 53 55 85 71 69 55 61 93 153 58 66 58 1152 59 66 53
leaf_count=76 60 53 55 85 71 69 55 61 93 153 58 66 58 1152 59 66 53
internal_value=0 0.00547878 0.00612204 0.00418663 0.00464512 0.00377369 0.00675828 0.00468296 0.00556765 0.00424784 0.00587124 0.00571219 0.00591208 0.00570987 0.00589212 0.00529729 0.00221933
internal_weight=0 2283 1524 759 706 500 206 431 317 224 1469 1411 1335 1269 1211 151 114
internal_count=2343 2283 1524 759 706 500 206 431 317 224 1469 1411 1335 1269 1211 151 114
is_linear=0
shrinkage=0.0381105


Tree=3019
num_leaves=15
num_cat=0
split_feature=1 43 13 1 457 132 1 1455 13 0 50 130 132 2
split_gain=1.41902 0.92758 1.39377 0.746987 1.6 1.47056 0.837564 0.892979 0.672828 0.572394 0.650964 0.441815 0.553427 0.306554
threshold=0.14641500000000005 -0.40535499999999997 0.11251500000000002 0.085810000000000011 0.079590000000000008 0.078205000000000011 0.077565000000000009 0.084305000000000005 -0.0059899999999999997 0.023440000000000003 0.12149000000000001 0.10433000000000002 -0.0093349999999999978 0.099325000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 9 7 11 -8 10 -5 12 -3 -6
right_child=-2 2 -4 4 13 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.011983947533286776 -0.0016197491961832844 0.011507918460034813 -0.0017973387941174412 0.0057935351488209051 -0.0039179656106085852 -0.0015870199415703229 0.0077329404999326072 0.0014259733141338037 0.016478293844615889 0.010963826731998399 0.012161076757623002 0.0032424156960395331 0.0072589659763059285 0.0019339201920731929
leaf_weight=89 65 102 61 584 52 66 53 80 52 90 52 71 872 54
leaf_count=89 65 102 61 584 52 66 53 80 52 90 52 71 872 54
internal_value=0 0.00652947 0.00630744 0.00654004 0.00534419 0.00618483 0.00741263 0.00697747 0.0120695 0.00689216 0.00631507 0.00740191 0.00770452 -0.000931334
internal_weight=0 2278 2189 2128 898 792 1230 1125 105 726 636 1045 974 106
internal_count=2343 2278 2189 2128 898 792 1230 1125 105 726 636 1045 974 106
is_linear=0
shrinkage=0.0544312


Tree=3020
num_leaves=21
num_cat=0
split_feature=1 52 1 123 52 3 0 11 15 3 12 50 0 3 403 160 15 15 0 0
split_gain=60.6258 15.82 9.15067 5.75125 5.19744 2.66335 3.36696 2.5402 4.08054 3.3823 1.8078 1.20378 0.913573 0.853079 0.823268 0.892635 0.706426 0.520753 0.45674 0.44637
threshold=0.10508500000000001 -0.29521499999999995 0.14262000000000002 1.0000000180025095e-35 0.12492500000000002 -0.036844999999999996 -0.10417499999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.11756999999999999 0.091910000000000006 0.10917 -0.065064999999999998 -0.064294999999999977 -0.51745999999999992 0.10446500000000002 -0.039984999999999993 0.093610000000000013 -0.079119999999999982 -0.14803999999999998
decision_type=2 2 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 12 19 9 -9 -1 11 14 -3 16 -11 -16 18 -18 -12 -7
right_child=1 2 -4 -5 -6 6 -8 8 -10 10 13 -13 -14 -15 15 -17 17 -19 -20 -21
leaf_value=0.0019990152180171723 0.0029425408069773465 0.0019630390823635662 0.00030057628007584185 0.001819576491777327 0.0023255067994652702 0.0016559148166036791 0.00065283255688846167 0.0025716268597743759 0.0037046632896819416 0.002406407816928721 0.0022462037882430602 0.0024004903309429383 0.0013958091673024384 0.0022290214792185159 0.0028334323702554529 0.00247594298199778 0.0028450762048968115 0.0025659037679660497 0.0025802826667660453 0.0012625491716106324
leaf_weight=71 58 55 78 75 54 52 90 62 57 52 76 84 52 76 844 72 109 157 82 58
leaf_count=71 58 55 78 75 54 52 90 62 57 52 76 84 52 76 844 72 109 157 82 58
internal_value=0 0.00144579 0.00124797 0.0026475 0.00145258 0.00129892 0.00109078 0.00268313 0.00311462 0.00265147 0.0026813 0.00275338 0.00168768 0.00252958 0.00278397 0.00280537 0.00258338 0.00268042 0.00241979 0.0014488
internal_weight=0 497 439 1817 361 307 200 1742 119 1623 1552 1052 107 500 968 916 424 266 158 110
internal_count=2314 497 439 1817 361 307 200 1742 119 1623 1552 1052 107 500 968 916 424 266 158 110
is_linear=0
shrinkage=0.0030485


Tree=3021
num_leaves=21
num_cat=0
split_feature=41 4 160 49 1429 1 1 1 43 15 402 130 43 159 52 42 15 4 132 49
split_gain=0.913037 0.925047 0.691979 1.28119 1.31166 1.00829 1.43234 2.0541 1.82062 1.83558 0.836929 0.835475 0.780059 1.09837 0.841945 0.601515 0.581748 0.544231 0.719592 0.369032
threshold=0.07831500000000001 0.052250000000000012 -0.013084999999999998 -1.0000000180025095e-35 0.084690000000000015 0.14262000000000002 0.10797500000000002 0.10471500000000002 -0.072864999999999985 -0.075694999999999985 0.084925000000000014 -0.074144999999999989 -0.080554999999999974 -0.021179999999999997 -0.0078449999999999978 0.087755000000000014 0.089150000000000021 0.08734500000000002 0.091615000000000016 -0.014169999999999999
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 -2 3 19 10 6 7 11 -8 -10 12 -4 14 16 -5 -15 -14 18 -13 -1
right_child=1 -3 5 4 -6 -7 8 -9 9 -11 -12 17 13 15 -16 -17 -18 -19 -20 -21
leaf_value=0.005727246573497647 0.013364939112824921 0.0054854942782116504 0.010899760787198697 -0.0025559091107720277 -0.0035831821366167989 -0.00044731884139284585 0.0043485682129869785 -0.0027905055910592185 0.0077344668978906479 0.018352082817554821 -0.001381270107333205 0.0052857041860740949 0.00095495788394782649 0.01200662247614118 0.0043760597055191534 0.0056198645849188551 0.0067681525118949998 0.0022081991170924166 0.009636830367640457 0.010301194065974696
leaf_weight=90 52 64 54 55 55 52 93 59 71 56 57 982 88 59 86 55 53 99 79 55
leaf_count=90 52 64 54 55 55 52 93 59 71 56 57 982 88 59 86 55 53 99 79 55
internal_value=0 0.00902169 0.00503112 0.00383401 0.00279657 0.00553678 0.00574551 0.00518096 0.00901007 0.0124199 0.00357219 0.00556876 0.00428636 0.0057319 0.00166879 0.00892939 0.00314337 0.00532019 0.00561012 0.00746542
internal_weight=0 116 2198 653 508 1545 1493 1273 220 127 453 1214 396 255 141 114 141 1160 1061 145
internal_count=2314 116 2198 653 508 1545 1493 1273 220 127 453 1214 396 255 141 114 141 1160 1061 145
is_linear=0
shrinkage=0.043777


Tree=3022
num_leaves=16
num_cat=0
split_feature=149 31 15 1447 3 47 15 12 47 482 12 52 3 12 49
split_gain=0.712855 0.518657 0.58101 0.46567 0.741066 0.514933 0.835481 1.08126 0.76663 0.652827 0.829568 0.596395 0.258848 0.168493 0.438005
threshold=0.075040000000000009 -0.018414999999999997 0.12730000000000002 -0.085539999999999991 -0.082304999999999975 0.079855000000000023 0.016500000000000004 0.085280000000000009 0.09364500000000002 0.096495000000000011 0.083795000000000022 0.084505000000000011 -0.072419999999999984 0.089625000000000024 0.10311000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 9 11 -7 10 -5 -8 -9 14 -10
right_child=-2 2 -4 5 -6 8 7 12 13 -11 -12 -13 -14 -15 -16
leaf_value=-0.00011377688895269775 0.0099305228613173861 -0.002729666323380832 0.0093450545066532421 0.0015360494764963132 0.0056772587718627457 0.011608970820758137 0.013130306689448991 0.0053834744299916014 0.0088920380136554237 0.0089888187168026719 0.0046172863425939844 0.0063178256581084228 0.002101269289350722 0.0038377628194061035 0.0030007764747703785
leaf_weight=52 72 52 74 378 54 68 72 546 84 55 534 60 69 92 52
leaf_count=52 72 52 74 378 54 68 72 546 84 55 534 60 69 92 52
internal_value=0 0.00483967 0.00495753 0.00480383 0.00154804 0.00497527 0.00463984 0.00590419 0.00691576 0.00366258 0.00334078 0.0100378 0.0050161 0.00551368 0.00664344
internal_weight=0 2242 2190 2116 106 2010 1714 747 296 967 912 132 615 228 136
internal_count=2314 2242 2190 2116 106 2010 1714 747 296 967 912 132 615 228 136
is_linear=0
shrinkage=0.050286


Tree=3023
num_leaves=21
num_cat=0
split_feature=1 2 15 2 47 14 43 48 2 42 48 43 2 42 42 13 51 42 15 42
split_gain=53.0319 12.0191 11.3167 4.70644 4.04986 3.60087 2.65701 2.09319 1.45737 0.954529 0.912502 1.3683 1.13307 0.767347 1.03349 0.719282 0.635073 0.430914 0.235055 0.114465
threshold=0.10141500000000002 0.14271500000000001 -0.085499999999999979 0.10332000000000001 0.084210000000000021 0.062655000000000016 -0.0068249999999999986 -0.078514999999999988 0.10672500000000001 0.084815000000000015 0.088875000000000023 -0.20207499999999998 0.092155000000000015 -0.079234999999999986 0.080060000000000006 -0.010094999999999998 -0.080414999999999986 0.09858500000000002 0.079575000000000021 0.086745000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 6 7 -2 -1 9 -4 11 -9 16 -5 -15 19 -13 -16 -14 -12
right_child=1 -3 8 13 -6 -7 -8 10 -10 -11 15 12 18 14 17 -17 -18 -19 -20 -21
leaf_value=0.0021662679152459957 0.00073022605994088911 0.00062349921220422621 0.0023156598537251798 0.0026988490321287551 0.0020545932251572895 0.003536537506467481 0.0015236795987597627 0.0033249086575365292 0.0020346551170708732 0.0028515632314431525 0.0028608840703255286 0.002658346618498389 0.0025146081018920718 0.001980473754097766 0.0026363116150496203 0.002311147376363606 0.0028991052533198893 0.0022487700819424214 0.0027360686940950687 0.0026351322350530049
leaf_weight=53 91 98 77 52 61 68 80 57 92 61 53 132 124 80 62 61 813 58 89 52
leaf_count=53 91 98 77 52 61 68 80 57 92 61 53 132 124 80 62 61 813 58 89 52
internal_value=0 0.00163289 0.00184693 0.00275413 0.00135234 0.00282154 0.00110163 0.00278761 0.00234568 0.00255279 0.00281143 0.00284185 0.00281805 0.00235222 0.00226193 0.00258856 0.00286551 0.00244928 0.0026073 0.00274941
internal_weight=0 560 462 1754 232 1502 171 1434 230 138 1381 1215 1158 252 200 166 945 120 213 105
internal_count=2314 560 462 1754 232 1502 171 1434 230 138 1381 1215 1158 252 200 166 945 120 213 105
is_linear=0
shrinkage=0.00317166


Tree=3024
num_leaves=10
num_cat=0
split_feature=11 1 12 124 41 3 13 13 4
split_gain=0.934396 0.870728 1.38859 0.887648 0.911842 1.43804 0.742742 0.648485 0.666549
threshold=0.079915000000000014 0.14741000000000001 -0.10853999999999998 -0.083859999999999976 0.07831500000000001 -0.14906999999999998 0.085880000000000012 -0.15569499999999997 -0.26545999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -2 -7 -9
right_child=6 -3 3 4 -6 7 -8 8 -10
leaf_value=0.010812210294678871 0.010177148049984803 -0.0012891314119408874 -0.00032122425235496299 -0.0030319571359801222 0.0092256225043890437 -0.00026701275406274715 0.0039936855317392259 0.0079179323730612147 0.0039730979000892836
leaf_weight=53 79 60 93 55 59 63 66 83 1703
leaf_count=53 79 60 93 55 59 63 66 83 1703
internal_value=0 0.00380335 0.00394845 0.00377129 0.00396541 0.00380217 0.00736577 0.00400571 0.00415668
internal_weight=0 2169 2109 2056 1963 1904 145 1849 1786
internal_count=2314 2169 2109 2056 1963 1904 145 1849 1786
is_linear=0
shrinkage=0.0429186


Tree=3025
num_leaves=19
num_cat=0
split_feature=4 15 159 402 403 160 1 15 475 13 16 47 4 403 132 3 4 402
split_gain=2.58471 0.853074 1.01684 0.775094 1.28162 1.14178 0.845761 0.718718 0.668958 0.667121 0.799403 1.15487 0.574113 0.522388 0.375182 0.432579 0.383126 0.265907
threshold=0.30163500000000004 -0.42759999999999992 0.10579500000000001 0.085345000000000018 -0.088899999999999993 -0.53327999999999987 0.090485000000000024 0.11754500000000001 -0.085684999999999997 -0.14819499999999997 -0.090394999999999989 0.078345000000000012 0.42098500000000005 0.23343000000000003 0.10365500000000001 -0.13088999999999998 -0.099704999999999974 0.097825000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 8 9 -7 -8 -11 -12 -3 17 15 -10 -17 -6
right_child=1 12 -4 4 13 6 7 -9 14 10 11 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.00203786151408106 0.0051089352557543858 -0.00090893469422319751 -0.0027925928212303741 0.011602772290420343 0.0040533527773074663 0.0079759518381799059 -0.0026071608449603064 0.0070210437272765326 0.0076027248495165395 0.0067186015298203831 -9.9860865988109492e-05 0.0052125751059019058 -0.0068186927830909986 0.00094383298397783403 0.00094956551625526616 0.00070443465657691088 0.0041924275537596895 0.0079307912195257443
leaf_weight=67 69 73 53 58 73 84 58 52 65 64 249 108 52 59 70 62 979 60
leaf_count=67 69 73 53 58 73 84 58 52 65 64 249 108 52 59 70 62 979 60
internal_value=0 -0.00087803 0.00167255 0.00376099 0.00600706 0.00345853 0.0036644 0.00222592 0.00427025 0.0017044 0.00229949 0.00150598 -0.00337106 0.0043143 0.00400517 0.00419815 0.00398513 0.00580602
internal_weight=0 247 122 2108 250 1858 1791 531 1260 479 421 357 125 192 1176 1106 1041 133
internal_count=2355 247 122 2108 250 1858 1791 531 1260 479 421 357 125 192 1176 1106 1041 133
is_linear=0
shrinkage=0.0429186


Tree=3026
num_leaves=24
num_cat=0
split_feature=1 4 150 2 14 150 1 1 12 15 2 2 52 12 47 12 52 4 15 51 1 15 12
split_gain=61.1458 11.9736 6.92804 6.19935 4.50032 3.73496 3.55614 3.0019 2.76385 2.2512 1.11091 1.07216 1.30677 1.17795 1.10894 0.880701 1.25495 0.705396 0.686759 0.642858 0.579466 0.465922 0.371082
threshold=0.10312500000000001 0.30163500000000004 0.07536000000000001 0.10527500000000002 0.076175000000000007 0.083825000000000011 0.085265000000000021 0.11846000000000002 0.089435000000000014 -0.42443999999999993 0.12358500000000001 0.090115000000000015 0.31316500000000008 0.082165000000000016 1.0000000180025095e-35 0.088335000000000011 -0.018574999999999998 0.052250000000000012 0.093935000000000005 -1.0000000180025095e-35 0.11570500000000002 -0.013969999999999998 0.089435000000000014
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 8 4 5 11 -7 -3 -2 -9 17 13 15 -1 18 16 -13 19 -15 -5 -10 -17 -16
right_child=1 7 -4 10 -6 6 -8 9 20 -11 -12 12 -14 14 22 21 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0032484437205519768 0.0019556562031863363 0.0016128636196329781 0.0013528710141979799 0.0028329918486133567 0.0036498596117070779 0.0027972621977881786 0.0019321320607172628 0.0012216253837971766 0.0028139459196371676 0.00049741971136194713 0.0019859948279313876 0.002803053900834367 0.0031303465661201373 0.0029646477999745245 0.0027821065149739397 0.0029364087394317022 0.0021879960934269964 0.0022028909853868657 0.0026984156667567444 0.002394824179047387 0.002397970476286382 0.0026652862420458992 0.0024232162880587918
leaf_weight=88 102 78 92 53 58 89 76 84 62 66 58 52 64 642 52 96 65 64 99 67 57 139 52
leaf_count=88 102 78 92 53 58 89 76 84 62 66 58 52 64 642 52 96 65 64 99 67 57 139 52
internal_value=0 0.00165717 0.00202934 0.00277974 0.00284704 0.00281626 0.00239897 0.00114611 0.00231081 0.000903183 0.00234243 0.00286728 0.00274235 0.00292295 0.00288902 0.00267171 0.00246162 0.00245462 0.00292912 0.00258861 0.00261496 0.00277618 0.00260296
internal_weight=0 541 313 1814 1572 1514 165 228 221 150 242 1349 416 933 845 352 117 184 741 120 119 235 104
internal_count=2355 541 313 1814 1572 1514 165 228 221 150 242 1349 416 933 845 352 117 184 741 120 119 235 104
is_linear=0
shrinkage=0.00293013


Tree=3027
num_leaves=27
num_cat=0
split_feature=1 3 2 9 4 2 1 0 3 2 1 4 4 16 3 159 159 133 51 0 4 133 43 3 43 133
split_gain=39.1019 8.68276 4.28565 4.27894 3.80095 3.65871 3.04537 3.21282 2.56156 2.96053 2.14639 1.20446 0.98452 0.864448 0.940417 0.859107 0.633428 0.631116 0.53789 0.485469 0.40288 0.398935 0.365201 0.341292 0.431335 0.315077
threshold=0.10312500000000001 -0.06340999999999998 0.14823500000000003 -1.0000000180025095e-35 0.22738500000000003 0.091250000000000012 0.088595000000000021 0.043875000000000004 0.30112000000000005 0.10045500000000002 0.090540000000000023 -0.076689999999999994 0.27834500000000006 0.16984500000000002 -0.13088999999999998 0.08351500000000002 -0.023859999999999996 0.078935000000000019 -0.033754999999999993 -0.10417499999999999 -0.085474999999999982 0.094525000000000012 -0.074974999999999986 -0.078254999999999977 -0.017259999999999998 -0.0079049999999999971
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 4 3 -3 18 10 7 11 9 -5 13 -7 -11 14 -1 17 22 25 -2 -18 -21 -19 -16 -12 -25 -13
right_child=1 2 -4 8 -6 6 -8 -9 -10 12 23 15 -14 -15 16 -17 19 21 -20 20 -22 -23 -24 24 -26 -27
leaf_value=0.0028223267124617619 0.0020161607069640935 0.00041993194628698422 0.00037014224977990846 0.0021777721539709889 0.0013213923382195461 0.0026440008127087229 0.0015433098777914256 0.0014824715136626686 0.00081028401290088228 0.0016227931208578827 0.0019101929949819538 0.0021080140910311254 0.0010801912256402698 0.0020424909423094515 0.0024643299875446202 0.0024965241577247187 0.00211777839149427 0.0024205018518495152 0.0024475327642833923 0.0025608816930767762 0.0023711074375180174 0.0021287901149593361 0.0028264424178606174 0.0019896432574458057 0.0023631547669026357 0.0018528697794133948
leaf_weight=58 59 52 70 52 73 60 87 59 55 55 78 110 73 54 57 69 60 78 52 135 548 108 52 60 59 82
leaf_count=58 59 52 70 52 73 60 87 59 55 55 78 110 73 54 57 69 60 78 52 135 548 108 52 60 59 82
internal_value=0 0.0013246 0.00104713 0.00121214 0.00186278 0.0022586 0.00207563 0.0021574 0.0013873 0.00156343 0.00236148 0.00223587 0.00131359 0.00242093 0.00244335 0.00218102 0.00241752 0.00212334 0.00221854 0.00238522 0.00240867 0.0022513 0.00263738 0.00207038 0.0021751 0.00199922
internal_weight=0 541 357 287 184 1814 653 566 235 180 1161 507 128 964 910 447 852 378 111 743 683 186 109 197 119 192
internal_count=2355 541 357 287 184 1814 653 566 235 180 1161 507 128 964 910 447 852 378 111 743 683 186 109 197 119 192
is_linear=0
shrinkage=0.0030485


Tree=3028
num_leaves=25
num_cat=0
split_feature=1 0 0 156 52 0 2 133 1211 1 0 0 0 3 0 1213 1 13 133 130 401 52 151 13
split_gain=1.93026 1.21483 0.734972 1.06296 0.938912 0.743345 0.715982 1.02014 0.859842 0.920908 0.555399 0.790159 0.612978 0.543767 0.579126 0.533722 0.533504 0.493843 0.428285 0.342899 0.379412 0.216776 0.11445 0.019049
threshold=0.090540000000000023 -0.16242999999999996 -0.023359999999999995 0.089470000000000008 -0.099329999999999988 -0.061994999999999995 0.084945000000000007 -0.0011249999999999999 0.077345000000000011 0.078015000000000015 -0.079854999999999995 -0.10490499999999998 -0.13972999999999997 -0.046989999999999997 -0.037794999999999995 -0.086554999999999979 0.082265000000000019 -1.0000000180025095e-35 0.087445000000000009 0.097445000000000018 0.092860000000000012 0.083750000000000005 -1.0000000180025095e-35 -0.081164999999999987
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=6 22 4 17 -3 10 7 15 9 13 11 12 -6 14 19 -1 -9 -4 -12 20 -8 -17 -2 -13
right_child=1 2 3 -5 5 -7 8 16 -10 -11 18 23 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.000533149068411845 -0.00096451079119681761 0.0083498191107536732 0.0010397421509924479 0.005908957551156533 0.0018354887107378029 -0.0024475908780771881 0.005329014525484085 0.012253440990907756 0.0097005450400330876 -0.00033424413339975119 0.007906798053702634 -0.00031767155389743579 0.0087188098417644178 0.0081523150142397 -0.00066178205533083938 0.0041489727852520603 0.0070868271189773561 -0.0053236697750177926 0.0024512645248967011 0.0018037601896598785 0.0010210153113991104 0.0080437257718758235 -0.0042052257921766827 -0.0016671129179009771
leaf_weight=57 53 96 55 55 74 54 670 95 76 96 101 52 55 101 53 67 101 64 54 92 54 74 54 52
leaf_count=57 53 96 55 55 74 54 670 95 76 96 101 52 55 101 53 67 101 64 54 92 54 74 54 52
internal_value=0 0.00229033 0.00302674 0.000238297 0.00392759 0.00296592 0.00525529 0.00706994 0.00462875 0.00426667 0.0037207 0.00219582 0.00477432 0.00472256 0.00432333 0.00456899 0.00959374 -0.00237817 0.00600956 0.00464776 0.00500843 0.00619676 -0.00260493 -0.000997453
internal_weight=0 819 712 174 538 442 1536 394 1142 1066 388 233 129 970 869 198 196 119 155 816 724 141 107 104
internal_count=2355 819 712 174 538 442 1536 394 1142 1066 388 233 129 970 869 198 196 119 155 816 724 141 107 104
is_linear=0
shrinkage=0.0493


Tree=3029
num_leaves=23
num_cat=0
split_feature=4 123 0 0 16 14 15 4 16 14 16 52 4 160 16 484 159 52 16 16 16 15
split_gain=44.2967 9.12754 4.32624 5.42106 5.08455 4.999 2.90906 1.83066 1.57924 1.33064 3.18307 1.07872 0.934108 1.04051 1.00436 0.808245 0.55105 0.80195 0.547325 0.437463 0.402542 0.0715735
threshold=0.30163500000000004 1.0000000180025095e-35 -0.059114999999999994 -0.13314999999999996 0.065440000000000012 0.019675000000000002 -0.097269999999999981 -0.47860499999999995 0.0086100000000000013 -0.36617499999999997 -0.49181999999999998 -0.081804999999999989 0.00077000000000000018 -0.088244999999999976 -0.0036549999999999998 -0.076984999999999984 -1.0000000180025095e-35 -0.42113499999999993 -0.065999999999999989 0.55302000000000018 -0.54057999999999995 -0.061559999999999997
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 2 3 5 -4 6 -1 19 12 -2 20 -3 14 -14 15 -5 -10 21 -15 -6 -11 -18
right_child=9 11 4 8 7 -7 -8 -9 16 10 -12 -13 13 18 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0023554017292869395 0.0014243680832373782 0.0012690661179530784 0.0014988254047291643 0.0029449133153174652 0.0028803415211093018 0.0028704710902578228 0.0014224821466125119 0.0020992913251278223 0.0026427961877842714 0.0013796822642107521 0.00029582270824840665 0.0018734833305520809 0.0028225274455780614 0.0024789921721974128 0.0030637768195654175 0.0026508725521069295 0.002562767694734461 0.0020254950629053489 0.002084303567779275 0.0024771818112121029 0.001012239954494258 0.0023780297910027306
leaf_weight=53 63 55 87 109 59 57 93 102 64 57 61 66 70 121 78 815 52 69 52 54 66 52
leaf_count=53 63 55 87 109 59 57 93 102 64 57 61 66 70 121 78 815 52 69 52 54 66 52
internal_value=0 0.00244554 0.00249708 0.00255983 0.00214681 0.00207296 0.00176138 0.00240885 0.0026265 0.00102563 0.000888927 0.00159903 0.0026719 0.00249377 0.00271507 0.0026856 0.00238785 0.00229334 0.00236055 0.00268798 0.00118279 0.00247072
internal_weight=0 2108 1987 1685 302 203 146 215 1482 247 184 121 1245 243 1002 924 237 173 173 113 123 104
internal_count=2355 2108 1987 1685 302 203 146 215 1482 247 184 121 1245 243 1002 924 237 173 173 113 123 104
is_linear=0
shrinkage=0.00317166


Tree=3030
num_leaves=27
num_cat=0
split_feature=3 3 39 15 15 49 3 13 0 15 50 13 13 0 0 50 475 3 13 1213 0 13 13 0 3 15
split_gain=79.3854 22.9183 23.4195 9.18109 8.57297 5.5354 4.15043 3.44221 2.43578 2.24042 2.21382 2.04722 1.96334 1.74429 1.41228 1.1711 1.17046 1.56168 1.11943 0.441039 0.428632 0.422841 0.510615 0.376132 0.332306 0.428927
threshold=-0.058704999999999993 0.30112000000000005 0.083495000000000014 -0.23055999999999996 -0.24042999999999998 -0.014169999999999999 0.11745500000000002 -0.075154999999999986 -0.071844999999999978 0.083185000000000023 0.041865000000000006 -0.088444999999999982 -1.0000000180025095e-35 -0.10566999999999999 -0.081444999999999976 0.10672000000000002 -0.086424999999999988 -0.15197999999999998 -0.08151499999999999 -0.077814999999999981 -0.093659999999999979 -0.004004999999999999 -0.087359999999999979 -0.087834999999999983 -0.086264999999999994 0.093505000000000019
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=3 2 6 -1 -4 7 12 23 -6 10 11 -7 -2 -14 20 -12 -13 -18 -17 -16 -11 22 -22 -5 -21 -26
right_child=1 -3 4 5 8 9 -8 -9 -10 14 15 16 13 -15 19 18 17 -19 -20 24 21 -23 -24 -25 25 -27
leaf_value=0.0013774565157693393 0.0017976813368029731 -9.5389577859914112e-05 -0.00027349656530394664 0.002229901692228906 0.0015493086727901837 0.0018941256870309909 0.001420203770463364 0.0014629139459783008 0.00073906808890421337 0.0032151119070492383 0.0032210598796537093 0.0029663207347388363 0.0021469858904008053 0.0027630887839693633 0.0029367163336840351 0.0029414775240096014 0.0019680127003229323 0.002547032504968765 0.0023276327520711268 0.0027705109632204083 0.0027608513525787643 0.0026379682424126339 0.0030456822811657739 0.002617721205157097 0.0023047734862589419 0.0026362525717759174
leaf_weight=61 68 102 62 53 72 57 77 59 78 53 63 56 102 86 54 73 54 385 52 102 99 54 196 52 57 144
leaf_count=61 68 102 62 53 72 57 77 59 78 53 63 56 102 86 54 73 54 385 52 102 99 54 196 52 57 144
internal_value=0 0.00128412 0.00154237 0.00258712 0.000718117 0.00263147 0.00206702 0.00207735 0.00112821 0.00269208 0.00256737 0.00246569 0.00226144 0.002429 0.00281361 0.00286574 0.00253144 0.00247589 0.00268639 0.00266742 0.00294336 0.00290199 0.00295021 0.00242229 0.00261931 0.00254242
internal_weight=0 647 545 1724 212 1663 333 164 150 1499 740 552 256 188 759 188 495 439 125 357 402 349 295 105 303 201
internal_count=2371 647 545 1724 212 1663 333 164 150 1499 740 552 256 188 759 188 495 439 125 357 402 349 295 105 303 201
is_linear=0
shrinkage=0.00317166


Tree=3031
num_leaves=13
num_cat=0
split_feature=2 41 15 4 157 1446 1456 15 1213 43 3 3
split_gain=2.56313 1.25776 1.12518 1.36561 1.08494 0.690676 1.18081 0.808869 0.662536 0.70673 0.543282 0.200387
threshold=0.12665500000000005 0.083525000000000016 -0.035449999999999988 0.50569000000000008 -0.10151999999999999 0.037915000000000011 -0.085449999999999984 -0.0070899999999999991 -0.13252999999999998 -0.22778999999999996 0.102425 -0.107915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 -6 -7 -8 11 -11 -10
right_child=2 -3 -4 -5 5 7 8 -9 9 10 -12 -13
leaf_value=-0.00035971544644081388 0.0042708685659543985 -0.0019786413365988072 -0.0063506904446163116 -0.004212219681739105 0.0098505598880616555 0.0040128162381225553 0.0077418336712075601 0.010021379799509827 0.0092914095515553123 0.0033477661084452865 0.0063901940550990834 0.0053737929096354881
leaf_weight=94 97 65 57 62 73 85 92 95 54 1417 128 52
leaf_count=94 97 65 57 62 73 85 92 95 54 1417 128 52
internal_value=0 0.00413333 -0.000967004 0.00096 0.00432364 0.00454444 0.00428228 0.00718665 0.0040488 0.00384272 0.00360013 0.00737406
internal_weight=0 2155 216 159 2090 1996 1816 180 1743 1651 1545 106
internal_count=2371 2155 216 159 2090 1996 1816 180 1743 1651 1545 106
is_linear=0
shrinkage=0.0446525


Tree=3032
num_leaves=23
num_cat=0
split_feature=1 49 13 4 1209 13 16 49 401 49 1 51 48 16 40 133 50 51 133 2 2 16
split_gain=1.87064 0.948419 1.41134 1.94889 0.696011 0.668006 1.14869 0.81496 0.750722 0.850913 0.889727 0.743187 0.698627 0.69885 1.02174 0.807777 0.622607 0.690013 0.437841 0.436474 0.420472 0.331089
threshold=0.11654500000000001 -0.045299999999999993 -0.15714499999999998 0.50373500000000015 -0.025744999999999997 -0.086029999999999981 0.081265000000000018 0.0060900000000000008 0.078085000000000016 -1.0000000180025095e-35 0.079020000000000021 0.078435000000000019 -0.074214999999999989 -0.020464999999999997 -0.0057599999999999986 -0.0097699999999999992 0.07826000000000001 0.13189500000000001 0.51326500000000019 0.090050000000000005 0.084275000000000003 -0.073029999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 8 9 21 -11 12 -7 18 -15 -16 19 -18 20 -13 -14 -6
right_child=1 2 3 -5 5 11 -8 -9 -10 10 -12 16 13 14 15 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.00045310095840332763 -0.0053423010933332992 0.0072527706245018838 0.0033832855468232336 -0.0068720561727335155 0.0046225150257026204 0.00050470723016313786 0.0088459840336529115 0.0054233184596514132 0.0050901689123002015 3.8005627459711738e-05 -0.0077438252800197211 -0.0038453286920408242 0.0081962649908628032 0.0098928660436789599 -0.0015955442025270606 0.0039572486475176498 0.0082200799485847003 0.00056279646819931857 0.001972724031105232 0.0021312355750448602 0.0055713270652856745 -0.00052602884496011652
leaf_weight=85 65 62 95 74 58 80 53 88 58 73 60 52 216 58 67 475 53 53 52 58 382 54
leaf_count=85 65 62 95 74 58 80 53 88 58 73 60 52 216 58 67 475 53 53 52 58 382 54
internal_value=0 -0.000284432 0.00113659 -0.00110423 0.00374073 0.00392012 0.00229769 0.00140878 0.000241172 -0.00090469 -0.00346879 0.00438574 0.00480466 0.00507945 0.00391096 0.0032699 0.00180395 0.00439621 0.00615728 -0.000689451 0.00652031 0.00213566
internal_weight=0 296 231 169 2075 1990 444 391 303 245 133 1546 1330 1250 600 542 216 106 650 110 598 112
internal_count=2371 296 231 169 2075 1990 444 391 303 245 133 1546 1330 1250 600 542 216 106 650 110 598 112
is_linear=0
shrinkage=0.0473856


Tree=3033
num_leaves=21
num_cat=0
split_feature=4 3 13 52 2 159 52 52 2 51 50 11 3 42 42 4 1210 52 4 2
split_gain=33.0978 13.8377 7.1261 6.3024 4.89491 3.09846 1.92161 1.9131 1.7784 1.0072 1.68886 1.51911 1.07063 0.774686 0.753598 0.721214 0.599061 0.519992 0.411256 0.24422
threshold=0.30163500000000004 -0.058704999999999993 -1.0000000180025095e-35 -0.0093349999999999978 0.11144000000000001 0.078675000000000009 -0.082554999999999976 0.05118000000000001 0.12665500000000005 0.0089800000000000019 0.041865000000000006 1.0000000180025095e-35 -0.11255999999999998 0.084815000000000015 1.0000000180025095e-35 0.053255000000000004 -0.087769999999999973 -0.086814999999999989 0.065590000000000009 0.088005000000000014
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 9 3 5 6 -3 -4 -5 13 11 14 12 -1 -2 -11 16 -14 -18 -17 -8
right_child=8 2 4 7 -6 -7 19 -9 -10 10 -12 -13 15 -15 -16 18 17 -19 -20 -21
leaf_value=0.0021869124076647258 0.001563624429533563 0.0014960599644991432 0.0030525423753782008 0.0025127482475298 0.0015558705902954401 0.00051944245087721854 0.0025086617891646921 0.0016752113402516123 0.00082762296493983731 0.002332490102349454 0.0026400018766381539 0.0029657968608793688 0.0022649552172014798 0.0010763885880071919 0.001811902269386623 0.0021542212229180178 0.0024689070749429852 0.0026530763129118447 0.0024945490572599047 0.0021959297368322542
leaf_weight=78 92 81 63 59 60 55 53 52 95 58 103 96 52 52 56 58 196 855 103 54
leaf_count=78 92 81 63 59 60 55 53 52 95 58 103 96 52 52 56 58 196 855 103 54
internal_value=0 0.00241032 0.00193407 0.00155957 0.0023361 0.00110135 0.00261128 0.00212069 0.00116535 0.00254756 0.00234442 0.0025782 0.00255044 0.00138791 0.00207706 0.00257285 0.00260211 0.00261876 0.00237216 0.00235115
internal_weight=0 2132 477 247 230 136 170 111 239 1655 217 1438 1342 144 114 1264 1103 1051 161 107
internal_count=2371 2132 477 247 230 136 170 111 239 1655 217 1438 1342 144 114 1264 1103 1051 161 107
is_linear=0
shrinkage=0.00317166


Tree=3034
num_leaves=22
num_cat=0
split_feature=4 12 13 4 42 15 4 4 51 159 50 15 1210 4 14 48 42 11 15 12 4
split_gain=37.6741 9.6411 5.82309 4.15985 3.86286 3.03702 2.49879 2.42147 1.76143 1.62802 1.42041 1.24001 1.21179 1.20974 1.08997 0.986145 0.759233 0.764219 0.741832 0.593005 0.382865
threshold=0.30163500000000004 0.054520000000000006 -0.0044799999999999987 -0.048624999999999995 0.128055 -0.42759999999999992 0.42098500000000005 0.053255000000000004 0.0089800000000000019 0.078675000000000009 0.041865000000000006 -0.095804999999999987 -0.087769999999999973 0.065590000000000009 -1.0000000180025095e-35 0.088145000000000015 0.088200000000000014 0.077415000000000012 -0.054259999999999996 0.090345000000000023 -0.07928499999999998
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 2 9 -4 7 14 -7 8 12 15 -10 -5 -3 -9 -2 -1 17 -14 -15 -12 -18
right_child=5 4 3 11 -6 6 -8 13 10 -11 19 -13 16 18 -16 -17 20 -19 -20 -21 -22
leaf_value=0.0019312462364685927 0.0016932593570674784 0.0020560358188227074 0.0027139940391184766 0.0022514547079838004 0.001588601523526366 0.0010636294004931705 0.00016845742675776287 0.0017670531612460029 0.001952732592417376 0.0010136256091285729 0.0026991433166191187 0.0016536043657588882 0.0025679944745062851 0.0024708200877439686 0.0010877568036279212 0.0013564926325381908 0.0022210599858348843 0.0029114265887796994 0.0019938348817840354 0.0022339188662290881 0.0024766781909336178
leaf_weight=61 53 52 92 53 54 67 55 66 103 57 54 94 762 82 64 56 74 70 53 55 294
leaf_count=61 53 52 92 53 54 67 55 66 103 57 54 94 762 82 64 56 74 70 53 55 294
internal_value=0 0.0023063 0.00187934 0.00219464 0.00240886 0.00100413 0.00066034 0.00243545 0.00247952 0.00144605 0.00221612 0.00186938 0.00252409 0.00211429 0.00136233 0.00165643 0.00254434 0.00259693 0.00228381 0.0024647 0.00242537
internal_weight=0 2132 413 239 1719 239 122 1665 1464 174 212 147 1252 201 117 117 1200 832 135 109 368
internal_count=2371 2132 413 239 1719 239 122 1665 1464 174 212 147 1252 201 117 117 1200 832 135 109 368
is_linear=0
shrinkage=0.00310948


Tree=3035
num_leaves=27
num_cat=0
split_feature=1 3 2 16 2 2 2 160 52 16 16 43 42 3 2 12 12 42 47 50 13 52 52 133 159 483
split_gain=29.3318 8.4808 5.02489 2.87614 2.36989 1.79106 2.46167 1.64167 2.08144 1.59819 1.47187 1.2779 1.10813 1.10631 0.867213 2.72843 1.40331 0.870387 0.823468 0.80615 0.713993 0.64371 0.490095 0.3216 0.543952 0.443527
threshold=0.10141500000000002 -0.031844999999999991 0.14721500000000001 -0.076489999999999989 0.092155000000000015 -1.0000000180025095e-35 0.10866500000000003 1.0000000180025095e-35 0.022635000000000006 0.31481000000000009 -0.062394999999999992 0.064420000000000019 0.085970000000000005 0.12178000000000001 0.074875000000000011 0.083325000000000024 0.078515000000000015 0.08426500000000002 0.079855000000000023 0.085685000000000011 0.0061450000000000003 0.39765000000000006 0.11483500000000001 0.11667000000000001 -0.023134999999999996 0.041590000000000009
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=4 3 5 -2 14 -3 -7 8 9 10 -6 21 -9 -8 15 -1 -16 -17 23 -19 -5 22 -10 24 -18 -26
right_child=1 2 -4 20 7 6 13 12 11 -11 -12 -13 -14 -15 16 17 18 19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0012610087474540707 0.0011392692849050948 0.00059671707854842631 -7.8604548577119895e-05 0.001661515075673599 0.0016437238793365514 0.0017525270354383773 0.00061366985622014346 0.0023602832393517185 0.0021535268633026718 0.0018943008458055608 0.00096709969611111538 0.0015014301396634041 0.0017678790622130092 0.0012265041258268897 0.0025336210953411952 0.002332002058217248 0.0024203736032398131 0.0017171045716496266 0.0017019337190997462 0.002147930925566257 0.0021118280829924853 0.0023880412276282383 0.001715834598173413 0.0019266568253912646 0.002151331992306047 0.0018259294897823822
leaf_weight=53 89 86 58 79 68 56 64 92 62 74 73 52 56 65 93 98 77 90 53 103 77 56 53 77 491 52
leaf_count=53 89 86 58 79 68 56 64 92 62 74 73 52 56 65 93 98 77 90 53 103 77 56 53 77 491 52
internal_value=0 0.00114867 0.000802335 0.00161362 0.00200707 0.000991006 0.00117411 0.00183488 0.00173293 0.00150056 0.00129366 0.00195681 0.00213637 0.000922735 0.00209205 0.00195131 0.00214944 0.00207692 0.00210176 0.00194721 0.00188401 0.00209508 0.00195211 0.00213211 0.00215757 0.00212023
internal_weight=0 574 329 245 1773 271 185 586 438 215 141 223 148 129 1187 344 843 291 750 193 156 171 115 697 620 543
internal_count=2347 574 329 245 1773 271 185 586 438 215 141 223 148 129 1187 344 843 291 750 193 156 171 115 697 620 543
is_linear=0
shrinkage=0.0032998


Tree=3036
num_leaves=13
num_cat=0
split_feature=3 13 1186 51 1 41 1209 10 11 1 13 1
split_gain=1.68402 1.76673 0.79762 0.664216 1.63248 0.655784 0.963316 0.582331 0.511034 0.581148 0.465468 0.0935643
threshold=0.11191000000000002 -0.11122999999999998 0.084100000000000022 0.10551500000000001 0.078340000000000007 0.08110500000000001 -0.083969999999999989 -0.0091199999999999979 1.0000000180025095e-35 0.12719000000000003 0.089520000000000016 0.13301500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 5 -5 6 -1 -8 9 -9 -10 -2
right_child=1 -3 -4 4 -6 -7 7 8 10 -11 -12 -13
leaf_value=0.012144964115696611 0.0056207778224213528 -0.0066176572793865207 -0.00078992368095920796 0.0026009056929195465 0.013359452395252488 0.0003840117449891869 4.3892708867239388e-05 0.0050631781733863901 0.012019111239531094 0.0001144390890282678 0.0053250977728081681 0.0024547868902074239
leaf_weight=52 52 72 63 71 85 84 65 1568 54 68 61 52
leaf_count=52 52 72 63 71 85 84 65 1568 54 68 61 52
internal_value=0 -0.000314914 0.00500309 0.00517649 0.00846651 0.00491327 0.00511664 0.00491509 0.00509559 0.00485783 0.00847323 0.00404315
internal_weight=0 176 2171 2108 156 1952 1868 1816 1751 1636 115 104
internal_count=2347 176 2171 2108 156 1952 1868 1816 1751 1636 115 104
is_linear=0
shrinkage=0.0523176


Tree=3037
num_leaves=24
num_cat=0
split_feature=2 30 2 1 0 1 0 51 43 0 0 13 12 52 12 1 0 2 0 12 2 16 0
split_gain=1.39213 1.05169 1.00636 0.841648 1.05458 1.06708 1.05936 0.796896 0.645245 0.717108 0.691451 0.470952 0.516693 1.4621 0.75227 0.441424 0.43639 0.441706 0.428115 0.518243 0.451967 0.29556 0.100539
threshold=0.14870000000000003 0.086065000000000016 0.092155000000000015 0.089710000000000026 -0.0088949999999999984 0.10548500000000001 -0.084699999999999984 0.045645000000000005 -0.079774999999999985 -0.067094999999999988 -0.0076699999999999989 0.0032950000000000006 0.083785000000000012 -0.011954999999999999 0.085905000000000023 0.091330000000000008 -0.083329999999999987 0.087765000000000024 -0.037794999999999995 0.087215000000000015 0.094195000000000015 -0.087139999999999981 -0.080584999999999976
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=1 2 8 7 5 -5 21 18 9 15 11 12 13 -10 -14 16 17 -1 19 -4 -21 -7 -18
right_child=-2 -3 3 4 -6 6 -8 -9 10 -11 -12 -13 14 -15 -16 -17 22 -19 -20 20 -22 -23 -24
leaf_value=0.0032622571930951789 -0.0023751384007586773 -0.0023349907764736197 0.0078588368113724008 -0.0058206019872267785 0.0055000479427155784 0.0016372558027827669 -0.003973295650347119 0.0083894108815924361 0.0019364144973134717 -0.0012996187746096193 0.010701402597586458 0.00098000171299863115 0.0013176011016330746 0.011700413616447717 0.0056078954699486259 0.0081023277373780522 -0.00011766148976971736 0.0076755394716606353 -0.00086638241640140377 -0.0011642854336033643 0.003647515222940264 0.0062856102369266403 0.0026093902177068092
leaf_weight=171 88 63 55 68 80 74 62 73 56 66 53 58 113 90 496 52 67 73 55 52 274 53 55
leaf_count=171 88 63 55 68 80 74 62 73 56 66 53 58 113 90 496 52 67 73 55 52 274 53 55
internal_value=0 0.00369642 0.00386969 0.00258694 0.000748228 -0.000728969 0.00110026 0.00380332 0.00467317 0.00328481 0.00544853 0.00510547 0.00542172 0.00795878 0.00481266 0.00400987 0.00342705 0.0045847 0.0030343 0.00359872 0.00287844 0.0035811 0.0011076
internal_weight=0 2259 2196 846 337 257 189 509 1350 484 866 813 755 146 609 418 366 244 436 381 326 127 122
internal_count=2347 2259 2196 846 337 257 189 509 1350 484 866 813 755 146 609 418 366 244 436 381 326 127 122
is_linear=0
shrinkage=0.0473856


Tree=3038
num_leaves=20
num_cat=0
split_feature=2 12 2 14 12 3 2 2 151 3 12 1446 160 13 51 2 2 160 2
split_gain=33.8783 15.7279 9.31347 7.7443 5.8429 4.7243 3.63756 2.57576 2.12825 3.90341 1.4943 1.89984 1.11648 0.997543 0.811666 0.59976 0.469047 0.327331 0.15541
threshold=0.11366500000000002 -0.070844999999999977 0.17000000000000001 0.062655000000000016 0.094600000000000004 0.091170000000000015 -0.0091949999999999983 0.096425000000000025 -0.070479999999999987 -0.097574999999999981 0.092495000000000008 0.088500000000000009 -0.073574999999999988 -0.0073499999999999998 0.10055500000000002 0.12454500000000002 0.091955000000000023 -0.081539999999999987 0.12708000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 5 13 8 -1 -7 9 -3 11 12 -10 18 16 -6 -12 -11 -2
right_child=2 3 -4 -5 15 7 -8 -9 10 17 14 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.001068269791910469 0.0011851739221047206 0.0015094408367496304 0.00014326379943482942 0.0036317920646752994 0.0024142525221201678 0.0014192332705639848 0.0020164217108592708 0.0024008244231730337 0.0024430766714154668 0.0023561146275890427 0.0026494290661259953 0.0032870626132430248 0.0027429118984640959 0.0015418253332528272 0.0021007793785202066 0.001951746999500541 0.002429687212727473 0.0026615635175632202 0.00093046801671640598
leaf_weight=85 53 53 54 75 62 59 92 58 173 67 222 61 666 80 52 63 216 100 56
leaf_count=85 53 53 54 75 62 59 92 58 173 67 222 61 666 80 52 63 216 100 56
internal_value=0 0.00250042 0.00140984 0.00259264 0.00162755 0.00254749 0.00156129 0.00190614 0.00259408 0.0022913 0.00264197 0.00272224 0.00268113 0.00126104 0.00249448 0.00218143 0.00254114 0.00253923 0.00105464
internal_weight=0 1979 368 1802 314 1727 177 117 1610 220 1390 900 839 189 490 125 438 167 109
internal_count=2347 1979 368 1802 314 1727 177 117 1610 220 1390 900 839 189 490 125 438 167 109
is_linear=0
shrinkage=0.0032998


Tree=3039
num_leaves=14
num_cat=0
split_feature=1428 0 49 447 40 159 159 13 159 13 484 0 159
split_gain=0.950036 1.50004 0.615834 0.693994 0.657433 0.787615 0.830011 0.659594 0.619004 0.541298 0.503435 0.160855 0.0811099
threshold=0.08653000000000001 0.10396000000000001 0.13087000000000001 0.08870500000000002 -0.079954999999999984 0.037030000000000007 0.091625000000000026 -0.15956499999999998 0.10607000000000001 0.0083850000000000018 -0.084699999999999984 -0.079119999999999982 0.085940000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 7 12 -6 -8 -3 -9 -1 -7
right_child=-2 9 -4 -5 5 6 8 10 -10 -11 -12 -13 -14
leaf_value=0.0085477625962899519 0.0087782207062930169 -0.0052950608808154725 -0.00023122782575337792 -0.0014382379954187765 0.008704840123985088 -0.0031591454426396159 0.0065093219134921007 0.0065917276062341847 0.0012844505449194146 0.00083316649719724885 0.0034116484721004522 0.0051064040557376117 -0.00065116154022676668
leaf_weight=59 59 52 94 56 53 52 67 107 140 64 1440 52 52
leaf_count=59 59 52 94 56 53 52 67 107 140 64 1440 52 52
internal_value=0 0.00303486 0.00329916 0.00345909 0.00359496 0.00340042 0.00134191 0.00380025 0.0029779 -0.00190986 0.00363191 0.00693989 -0.00190974
internal_weight=0 2288 2172 2078 2022 1911 311 1600 207 116 1547 111 104
internal_count=2347 2288 2172 2078 2022 1911 311 1600 207 116 1547 111 104
is_linear=0
shrinkage=0.0446525


Tree=3040
num_leaves=22
num_cat=0
split_feature=1 3 16 1 40 123 50 16 1 14 15 160 15 16 50 3 16 1429 3 156 52
split_gain=50.5009 11.0448 7.11678 3.49251 2.90498 2.1805 2.04224 2.36531 3.23685 1.9876 1.69653 1.35592 1.21265 1.11263 2.07987 1.32667 0.985148 0.885354 1.16109 1.08692 0.343499
threshold=0.10574000000000001 0.31400500000000003 0.38845000000000002 0.089625000000000024 -0.084904999999999994 1.0000000180025095e-35 0.09586500000000002 -0.0094449999999999968 0.11414000000000001 0.062655000000000016 0.11934000000000002 -0.40080999999999994 -0.036064999999999993 -0.075199999999999975 0.089465000000000017 -0.096749999999999989 0.41134500000000007 0.083810000000000009 -0.027864999999999997 0.081415000000000015 -0.022844999999999997
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 4 9 -2 13 7 8 -6 10 11 12 -1 14 -5 -15 17 18 -13 -19 -17
right_child=1 -3 -4 5 6 -7 -8 -9 -10 -11 -12 16 -14 15 -16 20 -18 19 -20 -21 -22
leaf_value=0.002285185834571025 0.00043824347427681883 7.1308105233097131e-06 0.0021228943560321683 0.0014031137258750702 0.0017893401646784054 0.0013896629016602231 0.0017392486454378101 0.00059106442507631234 0.00090686033830520102 0.002822590119365689 0.0017015550695650187 0.0022542882698893194 0.0029252495093765422 0.0017687026542463999 0.0021921977335190622 0.0025259123476711835 0.001887229827390071 0.0022987809676247848 0.0026101725702394659 0.0017242639394486575 0.0022143498446739666
leaf_weight=59 53 74 77 61 68 57 56 64 90 58 52 951 53 56 64 52 72 62 95 62 102
leaf_count=59 53 74 77 61 68 57 56 64 90 58 52 951 53 56 64 52 72 62 95 62 102
internal_value=0 0.00109114 0.00128767 0.0021988 0.00109328 0.00194266 0.00121804 0.00108642 0.00128687 0.00226736 0.00224444 0.00226526 0.00258836 0.00203665 0.00180739 0.00217297 0.0022361 0.00225754 0.00228664 0.00201179 0.00231976
internal_weight=0 482 408 1856 331 392 278 222 158 1464 1406 1354 112 335 125 210 1242 1170 1046 124 154
internal_count=2338 482 408 1856 331 392 278 222 158 1464 1406 1354 112 335 125 210 1242 1170 1046 124 154
is_linear=0
shrinkage=0.0030485


Tree=3041
num_leaves=23
num_cat=0
split_feature=1 2 2 1 0 2 51 2 2 13 133 0 2 51 0 1 0 129 13 13 133 1
split_gain=46.9958 6.36756 5.20683 4.03671 4.74562 3.60061 2.96559 2.61013 1.62006 1.23234 0.761913 0.731897 0.86469 0.805897 1.11555 0.633152 1.40004 0.544388 0.670773 0.513434 0.291633 0.161454
threshold=0.10439500000000002 0.11461500000000001 -1.0000000180025095e-35 0.089625000000000024 -0.095419999999999991 1.0000000180025095e-35 0.10055500000000002 0.12454500000000002 0.14870000000000003 -0.14179999999999995 0.087245000000000003 -0.037224999999999994 0.089045000000000013 -0.035439999999999992 -0.098524999999999988 0.096630000000000008 -0.079119999999999982 0.090540000000000023 0.00084500000000000016 -0.079464999999999994 0.085345000000000018 0.096325000000000008
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 -2 7 21 -4 8 9 19 -1 15 12 13 20 -15 16 -6 18 -14 -3 -11 -5
right_child=1 6 5 4 10 -7 -8 -9 -10 11 -12 -13 17 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0029343160297719572 0.0010243213202928449 0.00070373543882916131 0.0023391567926695032 0.0016500232503454848 0.0025439706692331784 0.0014698623388214661 0.0015428615233979944 0.0017733155514327119 0.00029307273953522745 0.0020752682193232643 0.0020045233429431685 0.0027517737194362648 0.00231511192845219 0.0029648296387525539 0.002501499458834688 0.0026316216706692946 0.0018706908960892967 0.0020491423170788622 0.0026186534193868025 0.0011354764991736374 0.0024115852323624812 0.0014018888610625262
leaf_weight=53 98 52 94 54 72 91 53 55 61 52 64 74 399 56 575 73 52 59 88 56 53 54
leaf_count=53 98 52 94 54 72 91 53 55 61 52 64 74 399 56 575 73 52 59 88 56 53 54
internal_value=0 0.00129515 0.00160455 0.00236662 0.00207536 0.00191174 0.000900584 0.00244001 0.000698963 0.00246601 0.00230245 0.00244768 0.0024301 0.0025003 0.00254267 0.00239907 0.0022619 0.00233542 0.00237003 0.000927909 0.00224534 0.00152626
internal_weight=0 505 283 1833 369 185 222 1464 169 1409 261 1356 1282 736 631 197 124 546 487 108 105 108
internal_count=2338 505 283 1833 369 185 222 1464 169 1409 261 1356 1282 736 631 197 124 546 487 108 105 108
is_linear=0
shrinkage=0.00310948


Tree=3042
num_leaves=10
num_cat=0
split_feature=48 4 16 0 147 2 4 403 16
split_gain=1.26676 0.615163 1.53 0.947541 0.872474 0.94398 0.790124 0.451336 0.480767
threshold=0.11951500000000001 -0.17689999999999997 0.25032500000000008 0.014040000000000002 0.089365000000000014 -0.013254999999999998 -0.099704999999999974 -0.53202999999999989 -0.069894999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 -8 -9
right_child=-2 3 -4 -5 -6 6 7 8 -10
leaf_value=0.013052130476299799 -0.0025021991851628496 0.010999146512256211 0.0023912614208128941 -0.00313814780139768 -0.0018295846014544177 -0.0016303332148307891 0.00034149079527844803 0.005723117876857366 0.0037812130527308968
leaf_weight=90 90 75 90 57 72 70 79 913 802
leaf_count=90 90 75 90 57 72 70 79 913 802
internal_value=0 0.00448223 0.00772512 0.00419967 0.00440796 0.0046399 0.0043837 0.0046187 0.00481537
internal_weight=0 2248 180 2068 2011 1939 1864 1794 1715
internal_count=2338 2248 180 2068 2011 1939 1864 1794 1715
is_linear=0
shrinkage=0.0577628


Tree=3043
num_leaves=27
num_cat=0
split_feature=1 51 12 41 0 16 0 4 4 0 47 16 51 4 15 16 43 42 12 0 43 4 151 0 16 42
split_gain=1.20723 1.08513 1.01759 0.813594 0.752232 1.2117 0.595961 1.13416 0.895837 0.558453 0.531944 0.503323 0.74797 0.542292 0.359787 0.725998 0.541137 0.584297 0.418745 0.357897 0.370919 0.338109 0.483377 0.337189 0.255071 0.200454
threshold=0.089625000000000024 -0.20826999999999998 0.1072 0.07831500000000001 -0.13010499999999997 -0.053214999999999991 0.11535000000000002 -0.15805499999999997 -0.077679999999999985 -0.17106499999999999 0.09717000000000002 0.21684500000000004 -0.011859999999999997 -0.21586499999999997 -0.0073899999999999999 -0.014034999999999997 -0.011584999999999998 0.085790000000000019 0.085665000000000005 -0.084524999999999975 -0.083899999999999988 -0.0083249999999999973 -0.0056149999999999993 -0.089704999999999993 -0.0007049999999999999 0.08512500000000002
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=3 -2 4 11 5 9 7 -6 -9 -3 -10 13 25 -1 19 16 17 -16 -18 21 -21 23 -23 -15 -17 -13
right_child=1 2 -4 -5 6 -7 -8 8 10 -11 -12 12 -14 14 15 24 18 -19 -20 20 -22 22 -24 -25 -26 -27
leaf_value=0.009759831183964951 0.0082014211673514387 0.0040962399359195214 -0.0050389718031681602 0.010417692128026484 0.010735800759838477 -0.0078820164154588621 -0.0024725503680336435 -0.0036681716022767805 0.0044313526328896048 -0.0027802768672396229 -0.0013416436227135728 0.005932341383600697 -0.0040901592003818408 0.0050407991767014316 0.0043812155238208486 -0.0032545602589707451 -0.00028972063619806221 0.010115887702550121 0.0039558361278780761 0.011256937053229981 0.0048792737621971283 0.01008189611466632 0.0042781120506558638 -0.00077232102573148245 0.0016412359259636662 0.0012612937696677064
leaf_weight=53 70 93 72 61 56 56 56 60 299 56 56 58 54 58 179 52 96 75 241 54 55 56 180 60 80 52
leaf_count=53 70 93 72 61 56 56 56 60 299 56 56 58 54 58 179 52 96 75 241 54 55 56 180 60 80 52
internal_value=0 0.00170012 0.00113337 0.00425795 0.00174127 -0.00105433 0.00282985 0.00346152 0.00247853 0.00150788 0.00351905 0.00398972 0.00115119 0.00436497 0.0041234 0.00336254 0.00417776 0.00607681 0.0027447 0.00531026 0.00804418 0.00446682 0.00565774 0.00208005 -0.000283009 0.00372949
internal_weight=0 874 804 1464 732 205 527 471 415 149 355 1403 164 1239 1186 723 591 254 337 463 109 354 236 118 132 110
internal_count=2338 874 804 1464 732 205 527 471 415 149 355 1403 164 1239 1186 723 591 254 337 463 109 354 236 118 132 110
is_linear=0
shrinkage=0.0544312


Tree=3044
num_leaves=24
num_cat=0
split_feature=1 3 3 4 1 0 11 39 0 12 2 12 0 3 43 3 484 484 3 3 52 133 43
split_gain=32.3443 8.58169 3.91116 2.52385 1.66645 3.36094 2.07759 1.59202 2.41052 1.14582 1.02749 0.857979 0.742284 0.670439 0.667256 0.644984 0.501107 0.815374 0.603828 0.652061 0.441299 0.219961 0.186027
threshold=0.10538500000000002 -0.055839999999999994 0.30112000000000005 -0.013324999999999998 0.089625000000000024 -0.095419999999999991 1.0000000180025095e-35 0.087880000000000014 -0.14310999999999999 0.10031500000000002 0.10746500000000002 -0.082514999999999991 -0.050379999999999994 -1.0000000180025095e-35 -0.040789999999999993 -0.081024999999999986 0.08764000000000001 0.068975000000000009 -0.027864999999999997 -0.073629999999999987 0.05118000000000001 0.086635000000000004 1.0000000180025095e-35
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 3 7 -2 6 13 10 8 -3 -5 16 -9 20 -6 15 -7 17 18 19 -1 -12 -18 -16
right_child=1 2 -4 9 5 14 -8 11 -10 -11 12 -13 -14 -15 22 -17 21 -19 -20 -21 -22 -23 -24
leaf_value=0.0019227693625064942 0.0021095428672419513 0.0006285972317635381 0.00011231092486740999 0.001572633949773127 0.0009709952191982122 0.0019599221664480726 0.0024686978709005242 0.00088127231935369551 0.0015494041188014742 0.0009277189691370484 0.0016057034500134935 0.0003320370004690981 0.0013594695813540847 0.0014648365923575781 0.0021237473933888524 0.0015140240714674345 0.0019841925681082623 0.0015512021652190752 0.002169613600099104 0.0016303095494717835 0.0019940273010613844 0.002267172693975068 0.0018730914859095766
leaf_weight=861 53 52 96 59 57 59 65 58 64 53 60 57 57 55 83 76 62 65 91 86 61 56 52
leaf_count=861 53 52 96 59 57 59 65 58 64 53 60 57 57 55 83 76 62 65 91 86 61 56 52
internal_value=0 0.000948512 0.000650783 0.00153835 0.00186386 0.00167658 0.0019127 0.000874417 0.00113692 0.00126775 0.00188684 0.000609337 0.00166031 0.00121381 0.00186842 0.00170915 0.00191984 0.00189853 0.00192024 0.00189625 0.00180175 0.00211878 0.00202745
internal_weight=0 492 327 165 1846 382 1464 231 116 112 1399 115 178 112 270 135 1221 1103 1038 947 121 118 135
internal_count=2338 492 327 165 1846 382 1464 231 116 112 1399 115 178 112 270 135 1221 1103 1038 947 121 118 135
is_linear=0
shrinkage=0.00317166


Tree=3045
num_leaves=25
num_cat=0
split_feature=1 52 52 2 2 1 1 4 9 2 1 16 1 1447 3 42 160 3 16 52 160 484 16 4
split_gain=30.936 5.38331 4.59564 3.16099 2.13655 1.90787 1.46374 1.38432 1.37831 2.68377 1.79572 1.52374 1.41996 1.26612 1.00694 0.9338 0.758597 0.97404 0.61992 0.463582 0.72308 0.299496 0.480974 0.168571
threshold=0.10141500000000002 -0.41304999999999997 0.19121000000000002 0.090000000000000011 0.16730000000000003 0.089710000000000026 0.090540000000000023 -0.13833499999999996 -1.0000000180025095e-35 0.10322500000000003 0.11249000000000002 -0.083104999999999984 0.11762000000000002 -0.051529999999999992 -0.11128999999999999 0.11497500000000001 1.0000000180025095e-35 -0.076504999999999976 -0.07662999999999999 0.49868000000000007 0.014995000000000003 -0.08176499999999999 -0.090394999999999989 -0.050564999999999992
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 4 6 8 13 7 -1 -3 12 -11 -12 -10 -5 -15 19 17 21 -8 20 -16 -9 -23 -20
right_child=1 2 -4 5 -6 -7 18 16 9 10 11 -13 -14 14 15 -17 -18 -19 23 -21 -22 22 -24 -25
leaf_value=0.0026049539263862422 0.0018562236326061798 0.00048934478290086649 0.0018096621104413822 0.0022831819052376184 0.00024457081198805681 0.0012770098988848118 0.0014681605546106092 0.0018386151909787643 0.0017999406476661636 0.00045152814839997273 0.00073862752265343242 0.0013977452912751092 0.0010518051191945165 0.001347910972314084 0.0017526354148260659 0.0014500036242611862 0.0017948088443463289 0.0025245744663796119 0.001773437069922266 0.0021611503842303118 0.0020687499985459026 0.0019087333650555421 0.0021337722488497276 0.0020292355017721602
leaf_weight=53 81 63 59 57 54 76 52 58 55 88 82 67 52 53 305 64 99 53 60 52 103 129 493 56
leaf_count=53 81 63 59 57 54 76 52 58 55 88 82 67 52 53 305 64 99 53 60 52 103 129 493 56
internal_value=0 0.00108 0.000959017 0.00193007 0.000850074 0.0017629 0.00204276 0.00209553 0.000930327 0.00101099 0.00081865 0.00103524 0.00143668 0.00182109 0.00177538 0.00181855 0.00206303 0.00209921 0.00176462 0.00186975 0.00183252 0.00206601 0.00208716 0.00189722
internal_weight=0 601 520 1763 461 710 1053 885 407 344 237 149 107 634 577 524 832 733 168 460 408 680 622 116
internal_count=2364 601 520 1763 461 710 1053 885 407 344 237 149 107 634 577 524 832 733 168 460 408 680 622 116
is_linear=0
shrinkage=0.0032351


Tree=3046
num_leaves=21
num_cat=0
split_feature=10 160 0 3 4 13 39 2 160 13 1213 52 47 2 13 51 12 13 4 16
split_gain=1.19006 1.09809 0.897341 0.79626 1.72283 0.856082 0.927 0.842887 0.763603 0.681314 0.645923 1.53885 0.706288 0.686542 0.62513 0.433162 0.519633 0.265698 0.88256 0.123084
threshold=-1.0000000180025095e-35 -0.081249999999999989 -0.068669999999999995 0.11745500000000002 0.024315000000000003 -0.089024999999999979 0.098905000000000007 0.090000000000000011 -0.086829999999999977 0.0066850000000000008 0.041405000000000004 0.044705000000000002 0.094825000000000007 0.12611000000000003 -0.097199999999999995 -0.015099999999999997 0.082295000000000021 -0.085409999999999986 -0.050564999999999992 0.024125000000000004
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 8 -1 5 -5 7 10 14 9 15 12 -12 13 -7 -3 -2 -17 -18 -19 -14
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 11 -13 19 -15 -16 16 17 18 -20 -21
leaf_value=0.0026578497129124633 0.002525153599564906 0.007344081666080777 -0.0059643745447972227 0.006202513428494193 -0.0056835731552749976 0.004527747386373052 -0.0025921711663928135 -0.0032634624277494148 0.010525746940266426 -0.0006210616370760678 -0.0056061305659627627 0.0049182529363984524 -0.0012173882607145969 0.010369899096238215 0.00015435992503449526 0.01129717082224589 0.0080145831399322954 -0.00074044277584141825 0.0075840998500877463 0.002243518435344526
leaf_weight=65 88 53 62 54 79 1016 58 97 74 52 59 96 55 56 80 52 76 56 83 53
leaf_count=65 88 53 62 54 79 1016 58 97 74 52 59 96 55 56 80 52 76 56 83 53
internal_value=0 0.00355407 -0.00154711 0.00295866 -0.000853526 0.0032714 0.00375011 0.000369693 0.0057266 0.00485268 0.00402606 0.000908665 0.00443509 0.00483345 0.00302355 0.00565602 0.00668586 0.00556802 0.00422639 0.00047595
internal_weight=0 2237 127 1756 133 1623 1393 230 481 407 1335 155 1180 1072 133 355 267 215 139 108
internal_count=2364 2237 127 1756 133 1623 1393 230 481 407 1335 155 1180 1072 133 355 267 215 139 108
is_linear=0
shrinkage=0.0512917


Tree=3047
num_leaves=21
num_cat=0
split_feature=1 4 482 0 13 12 150 51 0 131 0 13 0 0 42 1 0 13 13 12
split_gain=1.19824 1.35302 1.51491 0.856661 0.70086 1.04071 0.894876 0.782577 0.631616 0.73388 0.679728 0.650689 0.70444 0.603291 0.565759 0.560684 0.540067 0.388048 0.297544 0.21866
threshold=0.095950000000000021 -0.17689999999999997 0.093960000000000016 0.076335000000000014 -0.087634999999999977 -0.007389999999999999 0.083205000000000015 0.116275 -0.023359999999999995 0.096070000000000016 -0.14310999999999999 -1.0000000180025095e-35 -0.10566999999999999 -0.13010499999999997 0.084360000000000004 0.079020000000000021 -0.18087499999999998 -0.08533499999999998 -0.10278499999999999 0.085965000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 4 15 -6 7 13 9 10 16 12 -12 -7 -8 18 -3 -15 -1 -20
right_child=1 2 -4 -5 5 6 14 -9 -10 -11 11 -13 -14 17 -16 -17 -18 -19 19 -21
leaf_value=0.0064977494942669283 0.006949991001222712 -0.0012299913636264251 0.0087104396045142463 -0.0024371397794252661 0.011462908340541112 0.0096612979713864809 0.005157222296694893 -0.0024924737101484303 -0.0056358964131518058 0.0059052453636352096 0.0041190363712168207 0.0055903308972651208 -0.0026745810412867354 0.0065502225312548523 0.012839405760456217 -0.0025355111595576863 -0.0083034792722154263 0.0033113362715713481 -5.5436772014212997e-05 0.0041296210222463766
leaf_weight=52 97 79 54 65 60 53 62 58 71 53 63 61 160 125 53 76 54 917 87 64
leaf_count=52 97 79 54 65 60 53 62 58 71 53 63 61 160 125 53 76 54 917 87 64
internal_value=0 0.000988962 1.61872e-05 0.00368347 0.00393139 0.00445263 0.00412046 0.00366291 -0.000850557 -0.000126429 -0.000894438 0.000607664 -0.000752702 0.00398948 0.00870276 0.0014483 -0.0041063 0.00370044 0.00294264 0.00171451
internal_weight=0 692 595 1672 1607 1328 1268 1153 541 470 417 284 223 1095 115 279 133 1042 203 151
internal_count=2364 692 595 1672 1607 1328 1268 1153 541 470 417 284 223 1095 115 279 133 1042 203 151
is_linear=0
shrinkage=0.0544312


Tree=3048
num_leaves=24
num_cat=0
split_feature=2 160 160 151 2 159 131 0 16 160 2 34 52 0 484 16 0 1212 0 474 159 13 160
split_gain=0.780625 0.516989 0.60969 0.874402 0.557072 0.940419 0.803034 0.857773 1.00836 2.14672 0.667245 1.03973 0.599718 0.755309 0.544785 0.404664 0.352339 0.337365 0.335703 0.328871 0.420791 0.311505 0.148971
threshold=0.16730000000000003 -0.081249999999999989 -0.086829999999999977 -0.083694999999999978 0.089045000000000013 0.10314500000000001 0.094990000000000019 -0.12118 -0.36241499999999999 0.0021250000000000006 -0.007134999999999999 -0.028109999999999996 0.088555000000000009 -0.099329999999999988 -0.065229999999999996 -0.15135499999999999 -0.071519999999999986 0.095095000000000013 -0.08323499999999999 1.0000000180025095e-35 -0.023134999999999996 -0.079854999999999995 -0.49218499999999993
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=1 2 3 -1 10 6 7 8 -6 -10 11 -3 13 -12 -9 -16 17 -15 -14 20 22 -22 -5
right_child=-2 4 -4 19 5 -7 -8 14 9 -11 12 -13 18 16 15 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=-0.0030809979314800912 -0.0036240322121862414 0.0034572098880799491 0.0083215860278261031 0.0072732650963485256 0.0015396078842684513 0.0065884582793891248 0.0065503790336725008 0.0059977863724340972 -0.013755422944912709 0.00086302067445082184 0.0088073874847031993 -0.0060894630619834364 -0.0018209624132781016 0.0034218245687589978 0.004437044662540475 3.9864956418837294e-06 0.006687455032911095 -0.00097724869211791984 0.0035034530136030294 0.0079671882920122426 0.0033130569649273745 -0.0015281071417631233 0.0039584970241345859
leaf_weight=53 59 74 75 67 80 78 57 57 53 57 83 54 81 462 65 426 81 53 54 52 100 57 86
leaf_count=53 59 74 75 67 80 78 57 57 53 57 83 54 81 462 65 426 81 53 54 52 100 57 86
internal_value=0 0.00246668 0.00397588 0.00318916 0.00205893 0.0011058 0.000567181 0.000104307 -0.002924 -0.00617533 0.00294165 -0.000565929 0.0034939 0.00412716 0.00115529 0.000591985 0.00347445 0.00296802 0.000304667 0.00410871 0.00345968 0.00155188 0.00541371
internal_weight=0 2305 490 415 1815 873 795 738 190 110 942 128 814 679 548 491 596 515 135 362 310 157 153
internal_count=2364 2305 490 415 1815 873 795 738 190 110 942 128 814 679 548 491 596 515 135 362 310 157 153
is_linear=0
shrinkage=0.0523176


Tree=3049
num_leaves=20
num_cat=0
split_feature=11 1 43 1 484 3 1 43 1452 51 0 3 39 1186 52 52 2 50 1
split_gain=0.994641 0.652618 1.02154 1.14482 0.924078 0.795438 0.836339 0.914205 0.763476 0.706721 0.657446 0.704249 0.630238 0.44678 0.475986 0.565387 0.447003 0.56904 0.483522
threshold=0.096215000000000009 0.089625000000000024 -0.078564999999999982 0.11091000000000002 0.085505000000000012 0.11745500000000002 0.10672000000000002 -0.033174999999999989 0.084885000000000016 0.080335000000000018 -0.036119999999999992 -0.07385499999999999 0.084600000000000022 0.083355000000000012 -0.53937999999999986 -0.40492999999999996 0.080060000000000006 0.077805000000000013 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 12 5 6 10 -8 13 -7 11 -4 -3 14 -1 -16 17 -17 -18
right_child=-2 2 4 -5 -6 9 7 -9 -10 -11 -12 -13 -14 -15 15 16 18 -19 -20
leaf_value=0.0080325118114705687 -0.0054021295094061261 -0.0018076443731246845 -0.00060358664970707474 -0.0065488425372886728 0.0090389229509747603 -0.0053231954778023378 0.001393276056124297 0.0098980175915988015 -0.0026082854735696788 0.0028322468006761366 -0.0047266451575340785 0.0063814026360080349 0.0055039154306077828 0.008267847675411286 -0.0021631368873645976 0.010512010144497472 0.0030408721636473674 0.0030627759452975323 -0.0013150115281876759
leaf_weight=56 54 92 107 101 56 83 73 84 73 54 53 76 60 52 67 54 1007 77 85
leaf_count=56 54 92 107 101 56 83 73 84 73 54 53 76 60 52 67 54 1007 77 85
internal_value=0 0.00221744 0.000980724 -0.00196641 0.00225413 0.00153613 0.0028067 0.00594736 0.00292241 -0.00210432 0.000714853 0.00229404 0.0010746 0.00321164 0.00301586 0.00279762 0.00306988 0.00613798 0.00270127
internal_weight=0 2310 839 253 586 530 393 157 1471 137 236 183 152 1398 1346 1290 1223 131 1092
internal_count=2364 2310 839 253 586 530 393 157 1471 137 236 183 152 1398 1346 1290 1223 131 1092
is_linear=0
shrinkage=0.0555198


Tree=3050
num_leaves=14
num_cat=0
split_feature=3 3 3 49 4 49 4 400 4 12 159 403 42
split_gain=0.931682 1.71034 0.833963 1.32193 1.11594 1.56507 2.55167 0.903229 0.767123 0.599835 0.550345 0.548554 0.618543
threshold=0.31343500000000007 0.12991000000000003 -0.008649999999999998 0.047620000000000003 -0.14538499999999996 -0.062709999999999974 0.10686000000000001 -0.063679999999999987 -0.062804999999999986 0.11999500000000002 0.11792500000000002 -0.54045999999999983 -0.071044999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -6 -7 8 -1 10 11 -9 -13
right_child=-2 -3 3 -5 5 6 -8 9 -10 -11 -12 12 -14
leaf_value=0.00098317949881159602 -0.003285495771441493 0.0098656035592001486 0.0038922990778843414 0.0060258071100306263 0.002547130553238634 -0.014846269853902033 -0.0013242398384850659 0.00645277701985185 -0.0065194166739068566 0.0065334242031064183 0.006412999458728052 0.0038070702943691619 0.0012703246519691041
leaf_weight=91 89 63 57 58 63 57 84 63 52 79 70 289 1227
leaf_count=91 89 63 57 58 63 57 84 63 52 79 70 289 1227
internal_value=0 0.00185531 0.00162464 -0.000704056 -0.0022016 -0.00390688 -0.00679433 0.00202195 -0.00174136 0.00233369 0.00213217 0.00194206 0.00175426
internal_weight=0 2253 2190 319 261 204 141 1871 143 1728 1649 1579 1516
internal_count=2342 2253 2190 319 261 204 141 1871 143 1728 1649 1579 1516
is_linear=0
shrinkage=0.0493


Tree=3051
num_leaves=10
num_cat=0
split_feature=399 52 9 14 0 14 41 4 11
split_gain=0.833396 1.2432 0.780504 0.731465 0.870601 1.22309 0.52879 1.03879 0.627079
threshold=0.086815000000000017 0.085020000000000012 -1.0000000180025095e-35 -0.10708499999999999 -0.21196999999999996 0.019675000000000002 0.077565000000000009 -0.51003499999999991 0.084110000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 -6 -9
right_child=1 -3 3 4 5 -7 -8 8 -10
leaf_value=-0.0042443303966098111 -0.0094111795375226362 0.0021008274024110272 0.0067663297816841451 -0.00355120084599781 0.0095921269051605865 0.0094923687206069241 -0.0028852863967383561 0.001505851173796378 0.0072367301353235113
leaf_weight=64 52 65 94 91 53 65 73 1724 61
leaf_count=64 52 65 94 91 53 65 73 1724 61
internal_value=0 -0.00301055 0.00179511 0.00197425 0.00175603 0.00200075 0.00174562 0.00192987 0.00170203
internal_weight=0 117 2225 2161 2067 1976 1911 1838 1785
internal_count=2342 117 2225 2161 2067 1976 1911 1838 1785
is_linear=0
shrinkage=0.0555198


Tree=3052
num_leaves=26
num_cat=0
split_feature=1 2 34 124 2 15 159 133 150 15 15 159 51 15 1 15 159 128 133 15 133 402 15 2 15
split_gain=58.0355 7.5532 6.90902 4.03551 2.86411 2.22744 1.56066 1.7049 2.7193 2.00725 1.30925 1.72797 1.22493 0.822652 0.76472 0.7456 0.69669 0.550598 0.475301 0.468438 0.4601 0.393596 0.337072 0.335931 0.246031
threshold=0.10574000000000001 0.14307 -0.028109999999999996 -0.082254999999999981 0.10925000000000001 0.03981500000000001 0.085345000000000018 0.047025000000000004 0.082965000000000025 -0.12431499999999999 0.11469500000000001 -0.025079999999999995 0.11178000000000002 -0.084629999999999997 0.12394500000000001 -0.071614999999999984 -0.073364999999999986 0.081870000000000012 0.111585 -0.012074999999999997 0.26786500000000008 -1.0000000180025095e-35 -0.014614999999999998 0.10000000000000002 -0.42075999999999997
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 -2 -1 14 6 7 8 9 -5 11 -7 -11 24 15 -4 -9 20 22 -8 21 -13 -18 -12 -6
right_child=1 -3 4 5 13 10 19 16 -10 12 23 17 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0014644257715175273 0.00012989234276130181 0.00019951333575232117 0.0020724300652814024 0.0026084292041595692 0.0010476154094455671 0.0029503401179468073 0.00259270085378674 0.0025843354175566153 0.0014472142752145506 0.0020780763326672361 0.002248773178257672 0.002583721358964515 0.0015353000277245345 0.001336903793546776 0.0013317632834006358 0.0015615017463332201 0.0021996091582428884 0.0026622490916760749 0.0019389140487140611 0.0022167979135584333 0.0021557130224866042 0.0023518737476810603 0.0024998914558954526 0.0018950709603297257 0.00073489019791162684
leaf_weight=68 55 98 57 65 56 65 100 63 85 237 59 102 54 77 53 65 168 73 58 56 99 365 54 58 52
leaf_count=68 55 98 57 65 56 65 100 63 85 237 59 102 54 77 53 65 168 73 58 56 99 365 54 58 52
internal_value=0 0.00100774 0.00119851 0.00223917 0.00136168 0.00226907 0.00216116 0.00210206 0.00196842 0.00209277 0.00239258 0.00244552 0.00197747 0.00108049 0.00165874 0.0018005 0.00227377 0.00239411 0.00220377 0.00245798 0.00235947 0.00240259 0.00227281 0.00207373 0.000897364
internal_weight=0 513 415 1829 360 1761 940 784 441 356 821 704 291 185 175 122 343 639 280 156 566 467 222 117 108
internal_count=2342 513 415 1829 360 1761 940 784 441 356 821 704 291 185 175 122 343 639 280 156 566 467 222 117 108
is_linear=0
shrinkage=0.0032351


Tree=3053
num_leaves=15
num_cat=0
split_feature=481 3 3 16 3 2 16 49 13 1 402 1 159 456
split_gain=0.885168 0.706951 1.13398 1.09871 0.867894 0.816391 0.798118 0.620847 0.561667 0.506942 1.34293 0.476313 0.467931 0.417123
threshold=-0.085749999999999979 0.31343500000000007 0.12991000000000003 -0.51433499999999988 -0.008649999999999998 0.079570000000000016 -0.0092499999999999978 -0.042269999999999995 0.26379000000000002 0.078015000000000015 0.02938 0.090475000000000014 -0.014974999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 7 8 -6 11 -2 9 13 -11 -7 -1 -5
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.010960274181191325 0.0029622025183912762 -0.003463586475876454 0.0096827455321129227 0.0027365555412098169 -0.0079244096619282452 -0.00051895671629561895 -0.0040029358851200987 0.011915856751352365 0.007795285010676627 0.0011905824912123494 -0.0080995622037365843 0.0073330899193529168 0.0031430944110519819 -0.0017088863702728321
leaf_weight=55 54 89 63 982 59 53 94 54 53 541 60 54 52 79
leaf_count=55 54 89 63 982 59 53 94 54 53 541 60 54 52 79
internal_value=0 0.00167938 0.00189296 0.00165706 0.00134025 -0.00183063 -3.87752e-05 0.00744485 0.00182133 0.00163044 0.000262067 0.00343788 0.00716715 0.00240496
internal_weight=0 2235 2146 2083 1975 260 201 108 1715 1662 601 107 107 1061
internal_count=2342 2235 2146 2083 1975 260 201 108 1715 1662 601 107 107 1061
is_linear=0
shrinkage=0.0589181


Tree=3054
num_leaves=24
num_cat=0
split_feature=3 3 43 16 150 39 3 16 160 11 151 484 1446 160 15 51 3 43 15 49 3 160 3
split_gain=32.7111 10.2773 8.77489 4.65483 2.7074 2.10725 1.81805 1.64278 3.20128 1.25119 1.17662 1.4408 1.17447 0.984273 1.78344 1.81857 1.28322 0.966747 0.767174 0.722177 0.692795 0.651594 0.385813
threshold=-0.06340999999999998 0.31370500000000007 -0.049914999999999994 -0.39442499999999997 0.08926000000000002 0.087880000000000014 -0.14265999999999998 0.0039400000000000008 -0.061284999999999992 1.0000000180025095e-35 -0.08718999999999999 0.085505000000000012 0.037915000000000011 -0.087004999999999985 -0.11764999999999999 -0.088934999999999986 0.086245000000000016 -0.082689999999999986 -0.071974999999999983 0.088750000000000009 -0.082304999999999975 0.058040000000000008 -0.083039999999999989
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 5 6 13 -2 -1 10 -9 18 -5 12 19 -4 -15 -16 -17 -7 -10 21 -20 -12 -14
right_child=1 -3 4 7 -6 17 -8 8 9 -11 11 -13 22 14 15 16 -18 -19 20 -21 -22 -23 -24
leaf_value=0.0013956089228140875 0.0015508264174533691 0.00053048458372973914 0.0025333935142102344 0.0021667787900827764 0.0014136193345780531 0.0011907968703218572 0.0021661714018241041 0.0017499400039261549 0.0025738413613208434 0.0027770837796917028 0.0024744898125598934 0.0029745970288531137 0.0030183292664354845 0.0015784245514334106 0.0027159804720884354 0.002299925115477359 0.0016940561597884557 0.00060767686673742416 0.002378237288917914 0.002150197596762121 0.0019595918120097131 0.002840060016932057 0.0026351151778371451
leaf_weight=57 102 83 54 91 62 63 68 90 79 79 737 74 54 60 52 77 66 53 90 66 74 54 57
leaf_count=57 102 83 54 91 62 63 68 90 79 79 737 74 54 60 52 77 66 53 90 66 74 54 57
internal_value=0 0.00157594 0.00172321 0.0024048 0.0020201 0.00121779 0.00181507 0.0024525 0.00228011 0.00242819 0.00251515 0.00254554 0.00251271 0.00214167 0.00205859 0.00220616 0.00202053 0.000924663 0.00231462 0.00247263 0.00218954 0.00249949 0.00282185
internal_weight=0 672 589 1670 371 218 125 1545 412 322 1133 1042 968 309 255 195 143 116 243 857 164 791 111
internal_count=2342 672 589 1670 371 218 125 1545 412 322 1133 1042 968 309 255 195 143 116 243 857 164 791 111
is_linear=0
shrinkage=0.00317166


Tree=3055
num_leaves=18
num_cat=0
split_feature=2 51 52 15 483 49 14 2 51 51 1447 52 13 133 13 13 13
split_gain=1.2182 0.917422 1.19784 2.19533 1.14419 0.853845 0.61605 0.537792 0.869267 0.521508 0.379923 0.500514 0.298781 0.448332 0.389952 0.265274 0.237393
threshold=0.17730000000000004 0.078435000000000019 0.022635000000000006 -0.072904999999999984 0.095790000000000014 -0.058769999999999996 0.057600000000000005 0.081460000000000019 -0.083174999999999985 -0.22361999999999996 -0.085949999999999985 0.081680000000000016 -0.081029999999999977 0.024130000000000002 -0.087634999999999977 -0.069874999999999979 -0.078389999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 6 -3 7 8 -1 -9 -11 -12 14 -14 -10 -7 -6
right_child=-2 2 3 -5 16 15 -8 9 12 10 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0013664555884682664 -0.0065781259145144292 -0.0039467890142742606 0.0011965202864935537 -0.013574492471772403 -0.0055109630353148515 0.0069396100052496685 -0.0028685798699972262 0.0067767009918200298 0.0066850106483042531 0.0069915776912979908 0.0011318126925673516 0.0035033678719105254 0.0088105654163357951 0.0038403217929490622 0.00072072039976930013 0.0022979033945193625 -0.00020379368919859042
leaf_weight=63 53 56 86 55 57 72 56 97 76 57 686 525 173 94 71 97 56
leaf_count=63 53 56 86 55 57 72 56 97 76 57 686 525 173 94 71 97 56
internal_value=0 0.00227347 -0.000385068 -0.00456085 0.00275763 0.00222902 0.00309397 0.00327558 0.00494674 0.00269114 0.00237811 0.00216045 0.00590894 0.00706305 0.00380849 0.00427908 -0.00288632
internal_weight=0 2377 366 141 2011 225 1898 1842 477 1365 1268 1211 414 267 147 169 113
internal_count=2430 2377 366 141 2011 225 1898 1842 477 1365 1268 1211 414 267 147 169 113
is_linear=0
shrinkage=0.0577628


Tree=3056
num_leaves=30
num_cat=0
split_feature=1 52 1 3 12 150 49 50 43 3 43 52 3 13 3 2 12 50 1 484 0 1 13 12 0 13 12 52 0
split_gain=55.2554 9.68955 8.18175 4.533 3.13004 2.43424 1.94612 1.7934 2.54471 1.64979 1.11046 1.09747 1.00928 1.78017 1.15727 0.781531 1.58988 0.77712 0.747728 0.740643 0.736831 0.65831 0.502757 0.704725 0.429791 0.358103 0.586097 0.339751 0.244066
threshold=0.10752500000000002 -0.23818999999999999 0.13630500000000004 -0.073629999999999987 0.089475000000000013 0.087380000000000013 0.11530000000000001 1.0000000180025095e-35 -0.17157499999999998 0.31534000000000006 -0.079774999999999985 -0.092059999999999989 -0.0053599999999999993 -0.059914999999999989 0.085315000000000016 0.088850000000000012 0.087495000000000003 0.089915000000000009 0.076010000000000008 -0.084699999999999984 -0.068214999999999984 0.11918000000000002 -0.092704999999999996 0.084475000000000008 -0.086034999999999986 -0.083739999999999995 0.091800000000000007 0.088185000000000013 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 10 6 11 8 -1 -4 -3 -5 13 -13 -14 22 -17 -9 27 -19 -15 -12 -10 24 -24 -21 -27 -18 -25
right_child=1 2 9 5 -6 -7 -8 17 15 -11 21 12 14 20 -16 16 18 19 -20 25 -22 -23 23 28 -26 26 -28 -29 -30
leaf_value=0.001642497581430902 0.0022280078567167073 0.00049934910632794271 0.00045673079932840921 0.0024808086064864988 0.0016761722330279132 0.0013091831339344859 0.0014676800936893918 0.0028751335739061719 0.0026349750940159161 -0.00027114624162665775 0.0012494884972436273 0.0022442841597915542 0.0026410043368154958 0.0018636084330524347 0.0019636870821286082 0.0017439773736594672 0.0021230743015713512 0.002802475954935605 0.0026195329369105378 0.0025292345535941076 0.0013721340571980838 0.00081071658776589906 0.0022975568875946103 0.002465976572854434 0.0018863796713532105 0.0020003100171277744 0.0024468083657267965 0.0023465981784295126 0.0023052351524030326
leaf_weight=68 57 52 76 71 77 54 56 56 67 57 80 102 53 86 54 72 192 52 56 89 52 66 57 233 53 55 74 121 192
leaf_count=68 57 52 76 71 77 54 56 56 67 57 80 102 53 86 54 72 192 52 56 89 52 66 57 233 53 55 74 121 192
internal_value=0 0.000978255 0.000803573 0.00221854 0.00112219 0.00196177 0.00203605 0.00231286 0.00225067 0.000144524 0.000906574 0.00211211 0.00203657 0.0019192 0.0022995 0.00229028 0.00218579 0.00252472 0.0022719 0.00245191 0.00167867 0.00105138 0.00236677 0.00233312 0.00209976 0.00236813 0.00225671 0.00220959 0.00239344
internal_weight=0 465 408 1965 275 528 474 1437 1111 133 198 418 347 240 107 1043 441 326 369 270 138 146 602 535 110 218 129 313 425
internal_count=2430 465 408 1965 275 528 474 1437 1111 133 198 418 347 240 107 1043 441 326 369 270 138 146 602 535 110 218 129 313 425
is_linear=0
shrinkage=0.0032351


Tree=3057
num_leaves=24
num_cat=0
split_feature=1 3 15 12 3 150 1 13 42 12 1 13 475 1 16 1446 16 16 42 0 12 1 151
split_gain=74.1973 11.0619 8.06177 6.16175 4.93103 4.70184 4.1449 3.97515 3.44556 2.44123 2.4238 2.70029 1.3434 1.32669 1.28467 1.07242 1.06824 0.956021 1.88541 1.32858 0.779929 0.783014 0.504334
threshold=0.10752500000000002 -0.049204999999999992 -0.14068999999999995 -1.0000000180025095e-35 0.30835000000000007 0.082965000000000025 0.092810000000000017 -0.023454999999999997 0.099210000000000007 0.088245000000000004 0.093400000000000025 0.0019650000000000002 -0.082549999999999998 0.11323000000000001 0.081265000000000018 1.0000000180025095e-35 -0.067534999999999998 -1.0000000180025095e-35 0.083865000000000009 -0.10147999999999999 0.11844 0.088885000000000006 -0.078754999999999978
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 8 9 -1 22 13 10 11 17 -11 -3 -4 20 -15 19 -19 -5 21 -14 -7
right_child=1 4 14 5 -6 7 -8 -9 -10 12 -12 -13 15 16 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0027558939891245563 0.0010914791801506936 0.0011777810580546285 0.0022863953009383329 0.0026598056793760952 0.00046055729323738311 0.0025731646910561352 0.0016438952688855788 0.0018075079435260083 0.00065109682976211523 0.0033463580883042157 0.0037742049776849566 0.0023540390118475711 0.002831797549084815 0.0014788980377663111 0.0030069639891312917 0.0024132928939230957 0.0021351715292532939 0.003828017121575327 0.0029904850677766695 0.0031328215261876903 0.0025217371112991561 0.0030737482214828996 0.0030134200306254693
leaf_weight=73 52 54 52 74 94 55 68 68 55 58 55 52 542 53 53 60 52 55 59 428 65 195 58
leaf_count=73 52 54 52 74 94 55 68 68 55 58 55 52 542 53 53 60 52 55 59 428 65 195 58
internal_value=0 0.00143521 0.00213432 0.00287245 0.00107874 0.00292287 0.00221986 0.00242697 0.00135012 0.00297748 0.0031187 0.00306467 0.00286647 0.0015917 0.00265044 0.00283414 0.00180424 0.0031246 0.00339486 0.00306316 0.00286558 0.00289586 0.00279944
internal_weight=0 465 157 1965 308 1824 141 181 214 1643 723 668 920 159 105 862 105 616 114 502 802 737 113
internal_count=2430 465 157 1965 308 1824 141 181 214 1643 723 668 920 159 105 862 105 616 114 502 802 737 113
is_linear=0
shrinkage=0.0032351


Tree=3058
num_leaves=12
num_cat=0
split_feature=1 2 124 16 1375 4 448 4 4 2 4
split_gain=1.56333 1.3325 0.843706 1.63801 0.819737 0.635556 0.517746 0.598988 0.693104 0.559438 0.168291
threshold=0.11890000000000002 -0.033169999999999991 -0.070379999999999984 -0.082559999999999981 -0.13067499999999996 -0.5093899999999999 -1.0000000180025095e-35 -0.41016499999999995 -0.099704999999999974 0.11923000000000002 0.053255000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -6 -7 -8 -9 -10 -5
right_child=2 4 3 10 5 6 7 8 9 -11 -12
leaf_value=0.013154656764301682 0.0051013784283047885 -0.0038913931208049567 -0.0084041380698169008 0.0045452671549064691 -0.0022841205054916335 0.0086982538461714519 0.0086315712514972512 -0.001433522442366209 0.0033844403883749766 0.0079159055346397014 -0.00016688449353084969
leaf_weight=52 60 54 103 54 64 75 82 102 1624 105 55
leaf_count=52 60 54 103 54 64 75 82 102 1624 105 55
internal_value=0 0.0036468 -0.00118616 -0.00296868 0.00341174 0.00360424 0.00379413 0.00360152 0.0033759 0.00366 0.00216169
internal_weight=0 2158 272 212 2106 2052 1988 1913 1831 1729 109
internal_count=2430 2158 272 212 2106 2052 1988 1913 1831 1729 109
is_linear=0
shrinkage=0.0600965


Tree=3059
num_leaves=18
num_cat=0
split_feature=4 3 12 3 1375 4 16 12 4 15 158 15 51 157 457 12 4
split_gain=34.0898 13.0941 9.08943 3.48771 2.75322 2.75776 1.56957 1.4364 1.38196 1.33006 1.32111 1.24661 0.932983 0.871834 1.14733 1.12815 0.216472
threshold=0.30163500000000004 0.25468500000000005 -1.0000000180025095e-35 0.20828500000000003 -0.092319999999999985 0.052250000000000012 -0.5315899999999999 0.11769500000000001 -0.013024999999999998 -0.46503999999999995 1.0000000180025095e-35 -0.094449999999999992 -0.015099999999999997 -0.084764999999999993 0.062030000000000009 0.084760000000000016 0.18420500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 -4 7 -2 13 -1 -8 12 -10 -7 15 -15 -6 -14
right_child=3 -3 4 -5 5 10 9 -9 11 -11 -12 -13 16 14 -16 -17 -18
leaf_value=0.00089956618404764775 0.001396462570618617 0.00040710413549984532 0.0013550196917988143 -1.8341409249520709e-05 0.0028267634136657136 0.0012799768600850543 0.0010704070922954864 0.0017114471295517806 0.0011637775768401607 0.00045171323369386744 0.0022032400468093975 0.0018163912453298065 0.0019203726559541587 0.0021930405433294186 0.0017655594560837425 0.0022291654748793042 0.0016390569820657311
leaf_weight=55 57 55 52 53 53 52 74 70 58 78 66 72 77 1330 73 102 53
leaf_count=55 57 55 52 53 53 52 74 70 58 78 66 72 77 1330 73 102 53
internal_value=0 0.00199742 0.0020388 0.000737043 0.00210587 0.00212666 0.000928768 0.00217615 0.0013396 0.000753151 0.00180168 0.0015255 0.00165587 0.002197 0.00217082 0.00243373 0.00180595
internal_weight=0 2168 2113 262 1928 1876 209 1628 185 152 248 130 182 1558 1403 155 130
internal_count=2430 2168 2113 262 1928 1876 209 1628 185 152 248 130 182 1558 1403 155 130
is_linear=0
shrinkage=0.0032998


Tree=3060
num_leaves=22
num_cat=0
split_feature=4 12 2 2 2 14 4 4 4 16 13 43 0 2 43 16 0 0 16 12 16
split_gain=56.4669 21.0355 8.01693 7.7026 11.5598 7.04274 4.24185 3.12152 3.06891 2.564 1.83386 1.61699 1.32596 1.10334 1.09479 0.987987 0.79597 0.582581 1.17969 0.3639 0.338184
threshold=0.30163500000000004 1.0000000180025095e-35 0.12358500000000001 -0.0091949999999999983 0.10859000000000001 -1.0000000180025095e-35 -0.062804999999999986 0.049545000000000006 -0.0018299999999999998 -0.49181999999999998 -0.084704999999999989 -0.085154999999999995 -0.075914999999999996 0.11715500000000001 -0.15429499999999996 -0.10346499999999999 -0.084044999999999995 -0.048199999999999993 0.22945500000000005 0.090005000000000016 -0.092714999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 6 -2 -5 10 -8 13 11 -3 -6 -7 -12 19 20 18 -16 -9 -13
right_child=5 2 -4 4 12 9 8 15 -10 -11 14 16 -14 -15 17 -17 -18 -19 -20 -21 -22
leaf_value=0.00094104265726143929 0.0018946177897605349 0.0034333281168869231 0.0016253353370570321 0.0031719824919958588 0.0011351137820336387 0.0012222606756753351 0.0016447717358658094 0.0028159594296856944 0.0025970834184013123 0.00010993618290893112 0.0024715717073787165 0.003227754391039157 0.0017805987385855918 0.00063592593728432087 0.0028447978991792155 0.002165904104109473 0.0026418526097520371 0.0030897932032564867 0.002443308996745633 0.0024488981668042593 0.002955323441723166
leaf_weight=61 68 88 59 81 76 67 52 56 100 53 96 67 56 63 757 80 70 82 83 58 177
leaf_count=61 68 88 59 81 76 67 52 56 100 53 96 67 56 63 757 80 70 82 83 58 177
internal_value=0 0.00261476 0.00277503 0.00198526 0.00215968 0.00102278 0.0025847 0.00281704 0.00227152 0.000698629 0.00286873 0.00305103 0.00140921 0.000938374 0.0027967 0.0024385 0.00294379 0.00283052 0.00280517 0.00262951 0.00303027
internal_weight=0 2099 1673 426 365 251 233 1614 152 183 1420 402 132 130 1018 194 314 922 840 114 244
internal_count=2350 2099 1673 426 365 251 233 1614 152 183 1420 402 132 130 1018 194 314 922 840 114 244
is_linear=0
shrinkage=0.00317166


Tree=3061
num_leaves=25
num_cat=0
split_feature=1 4 12 12 4 1 2 1 133 2 4 16 16 12 0 2 42 0 16 12 42 2 0 0
split_gain=81.8205 13.5585 9.13491 8.30268 5.34453 3.97398 3.46692 3.07103 1.6714 1.66057 1.92468 1.62437 1.55129 1.54293 1.50078 1.77519 1.47768 1.11974 1.02179 0.966589 1.30777 1.50395 0.613311 0.55
threshold=0.10574000000000001 0.27287000000000006 -0.029844999999999997 1.0000000180025095e-35 0.24099500000000004 0.092655000000000015 0.090000000000000011 0.13130500000000003 -0.14816999999999997 0.11366500000000002 -0.013125 -0.10346499999999999 -0.50690499999999983 -0.010219999999999998 -0.081224999999999978 0.10444500000000002 0.079170000000000004 -0.071719999999999992 0.26391000000000003 1.0000000180025095e-35 0.08648500000000002 0.08647500000000001 -0.078664999999999985 -0.052619999999999993
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 5 13 6 -1 8 12 -4 10 14 -12 -3 -2 -8 -16 -13 -9 -5 -10 22 -22 -21 -11
right_child=1 7 4 18 -6 -7 9 17 19 23 11 16 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25
leaf_value=0.0019060438738411371 0.00040222885139629897 0.00019147722322940844 0.0028090896100252472 0.0015112040276562748 0.0012986316382307668 0.00072513081840813601 0.0027732742402895002 -0.00051435524369496024 0.0020203035824363801 0.001964392610283756 0.0023050780387471465 0.0013817187572576434 0.00093413494736824222 0.0010468082127371614 0.0020596447263823417 0.0026424424321062571 0.0020606604399089046 0.00012567174306078632 0.0020850256116306093 0.0024519013342428298 0.0023519565406510384 0.0018387115883080226 0.0028159718108412132 0.0015144878692316072
leaf_weight=59 77 61 93 59 57 56 63 57 78 59 77 65 53 73 187 74 65 53 68 489 245 76 53 53
leaf_count=59 77 61 93 59 57 56 63 57 78 59 77 65 53 73 187 74 65 53 68 489 245 76 53 53
internal_value=0 0.00075256 0.00219766 0.00122178 0.0022551 0.00133129 0.00228759 0.000172167 0.00240154 0.00210429 0.00217858 0.00193871 0.000537045 0.00071615 0.00233172 0.00222501 0.00172145 -0.000205671 0.00181871 0.00236123 0.002392 0.00223055 0.00248756 0.00175179
internal_weight=0 501 1849 277 1734 115 1677 224 1034 643 531 207 114 150 324 261 130 110 127 941 863 321 542 112
internal_count=2350 501 1849 277 1734 115 1677 224 1034 643 531 207 114 150 324 261 130 110 127 941 863 321 542 112
is_linear=0
shrinkage=0.00317166


Tree=3062
num_leaves=21
num_cat=0
split_feature=12 13 16 13 52 12 160 15 13 16 52 0 0 13 16 11 0 156 156 475
split_gain=26.2705 9.85793 8.10098 6.15883 4.12554 4.09204 3.21615 3.00891 2.81765 2.16172 2.34022 1.90378 1.73673 1.713 1.4292 1.21033 1.69056 1.01837 0.905922 0.764507
threshold=0.054520000000000006 -0.0049299999999999995 -0.41163499999999992 0.046185000000000004 -0.085924999999999987 0.092295000000000002 -1.0000000180025095e-35 0.12241500000000001 -0.33260499999999998 0.18612500000000001 -0.53937999999999986 -0.099059999999999995 -0.059114999999999994 -0.057284999999999996 -0.28430999999999995 1.0000000180025095e-35 -0.10075499999999998 0.088305000000000008 0.10691500000000002 -0.082549999999999998
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 8 5 4 -3 -2 -6 9 -1 15 18 -10 -13 -12 -8 16 -4 19 -11 -18
right_child=2 3 7 -5 6 -7 14 -9 11 10 13 12 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.00048339516286854397 0.0018558960056610535 0.0025589702730558243 0.0016670564076235583 0.00091753013361856105 0.0022443699689053214 0.00072732234810953358 0.001055139314538614 0.0014326787971066801 0.0015387770873837982 0.0025608326912066161 0.0019391193458949325 0.00060182232994458078 0.0013086299462586014 0.0012969576240631222 0.0017156889917615736 0.0026296379829224316 0.002501628999642336 0.0018244099433947733 0.0019868078042065257 0.0022167931739368956
leaf_weight=87 63 71 54 71 65 57 58 54 72 52 99 72 59 64 65 64 98 58 52 1015
leaf_count=87 63 71 54 71 65 57 58 54 72 52 99 72 59 64 65 64 98 58 52 1015
internal_value=0 0.00135336 0.00208491 0.00171383 0.00193199 0.00132009 0.00169504 0.0021419 0.000943053 0.00216649 0.00191593 0.00113989 0.000920404 0.00168718 0.00140447 0.00221836 0.00219685 0.00222125 0.00227413 0.0022419
internal_weight=0 620 1730 330 259 120 188 1610 290 1556 267 203 131 163 123 1289 1225 1171 104 1113
internal_count=2350 620 1730 330 259 120 188 1610 290 1556 267 203 131 163 123 1289 1225 1171 104 1113
is_linear=0
shrinkage=0.0030485


Tree=3063
num_leaves=27
num_cat=0
split_feature=1 3 124 16 2 13 3 1 4 16 52 50 4 0 4 16 16 2 12 133 42 3 16 16 15 133
split_gain=61.6439 11.064 6.29857 6.14917 4.52413 2.48117 2.54424 2.8674 1.69171 1.88912 3.65043 1.33652 1.6808 1.63287 1.09116 1.06256 1.17879 0.887414 1.46274 0.994651 0.999562 0.790687 0.675813 0.461349 0.442835 0.0706314
threshold=0.10574000000000001 -0.06340999999999998 -0.082254999999999981 -0.28430999999999995 0.099325000000000011 -0.33260499999999998 0.085315000000000016 0.13075500000000004 0.053255000000000004 -0.015159999999999998 -0.51296999999999993 0.082725000000000007 -0.085474999999999982 -0.07883999999999998 -0.0087849999999999977 -0.023519999999999996 0.070130000000000012 0.088095000000000021 0.086850000000000024 -0.14816999999999997 0.088415000000000007 -0.082744999999999985 -0.082909999999999984 -0.014034999999999997 -0.064464999999999981 0.085880000000000012
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 3 -1 -2 11 -3 7 -7 9 -6 -11 13 -13 17 -5 -15 -17 19 -19 -4 -21 25 -23 -20 -10 -14
right_child=1 5 4 14 8 6 -8 -9 24 10 -12 12 21 15 -16 16 -18 18 23 20 -22 22 -24 -25 -26 -27
leaf_value=0.0017295840282782902 0.0011634316119195219 0.00058679099901491096 0.0032535913796011679 0.0027414271336981557 0.0028845605408850962 0.0013070436543043036 0.0016521187803794691 0.000423936424347141 0.0022426396878493637 0.0028094452457171435 0.0018075106292285495 0.0034634209518204463 0.0029612296527259485 0.0027342719508987564 0.0021200863934336673 0.0019871750216860292 0.0025794218374311059 0.0022002897518370122 0.0026305965626110283 0.0028567760074158966 0.0024955983963550468 0.0029307253189673138 0.0025149855892323643 0.0029575783724265182 0.0018655190174974249 0.003149078968229533
leaf_weight=74 55 88 53 62 90 97 85 60 70 72 75 52 52 89 54 68 69 66 124 453 95 72 92 71 60 52
leaf_count=74 55 88 53 62 90 97 85 60 70 72 75 52 52 89 54 68 69 66 124 453 95 72 92 71 60 52
internal_value=0 0.0013831 0.0026375 0.00203807 0.00267533 0.0010436 0.00120958 0.000969766 0.00236105 0.00252119 0.00229848 0.00275722 0.00293863 0.00270383 0.00245247 0.0024625 0.00228571 0.00276707 0.00261099 0.00283479 0.00279422 0.00283667 0.00269771 0.00274983 0.00206884 0.00305548
internal_weight=0 501 1849 171 1775 330 242 157 367 237 147 1408 320 1088 116 226 137 862 261 601 548 268 164 195 130 104
internal_count=2350 501 1849 171 1775 330 242 157 367 237 147 1408 320 1088 116 226 137 862 261 601 548 268 164 195 130 104
is_linear=0
shrinkage=0.00317166


Tree=3064
num_leaves=23
num_cat=0
split_feature=1 52 2 2 2 2 51 157 2 49 49 157 4 52 2 0 484 49 0 1 0 43
split_gain=41.8992 9.43579 4.8062 9.01404 4.41017 4.12289 2.6945 2.33045 2.22433 2.05161 1.45903 1.45299 1.20348 1.07755 0.999992 1.10913 0.901826 0.832963 1.39985 0.634166 1.20605 1.17447
threshold=0.10574000000000001 -0.40011499999999994 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0091949999999999983 0.099675000000000014 0.10055500000000002 -0.08266999999999998 0.13733000000000004 -0.033169999999999991 0.10470500000000001 -0.065669999999999992 -0.012419999999999999 -0.063789999999999986 0.08647500000000001 -0.12118 -0.035214999999999989 -0.008624999999999999 -0.07883999999999998 0.093890000000000015 -0.050379999999999994 -0.06513999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 7 8 12 13 -7 19 -9 -6 -4 15 -13 -17 -16 -19 20 21 -11
right_child=1 2 6 -5 5 9 -8 11 -10 10 -12 14 -14 -15 17 16 -18 18 -20 -21 -22 -23
leaf_value=0.0012596548750935777 0.0023439001658964041 0.00074053798578027077 0.00048143020660823337 0.0022663981148739738 0.0030268884883544902 0.0013195283936391544 0.0013730091745352217 0.0017755825622579654 0.00017056639552820693 0.0025500996678117145 0.0016644217800382973 0.002784077532307856 0.0024295342148984243 0.0010355699060463498 0.0018576760068435144 0.0019816629507369882 0.0023470015525909977 0.0023282082380687076 0.0019548882775170849 0.0024351371116372194 0.0016243990734944845 0.0019489988219842467
leaf_weight=53 57 88 59 70 54 53 53 69 85 56 98 52 95 89 84 80 509 307 153 53 52 81
leaf_count=53 57 88 59 70 54 53 53 69 85 56 98 52 95 89 84 80 509 307 153 53 52 81
internal_value=0 0.00112866 0.000972573 0.00141677 0.00216286 0.00218949 0.000727061 0.00227005 0.000579983 0.00190184 0.00199251 0.00222532 0.00264625 0.000814892 0.00225148 0.00233697 0.00229744 0.00215068 0.00220411 0.00212524 0.00203815 0.00219495
internal_weight=0 501 444 158 1849 1796 286 1403 233 393 340 1254 149 148 1185 641 589 544 460 242 189 137
internal_count=2350 501 444 158 1849 1796 286 1403 233 393 340 1254 149 148 1185 641 589 544 460 242 189 137
is_linear=0
shrinkage=0.00317166


Tree=3065
num_leaves=23
num_cat=0
split_feature=1 15 15 0 14 0 0 16 13 0 43 43 0 16 0 51 403 48 1212 13 16 13
split_gain=2.50725 1.42806 1.12868 1.23505 0.9489 0.880917 1.46115 0.952249 0.865408 0.774468 0.896055 0.487431 0.477516 0.595365 0.593321 0.558337 0.640931 0.415586 0.315098 0.413564 0.53994 0.366451
threshold=0.10538500000000002 -1.0000000180025095e-35 -0.2987999999999999 -0.087404999999999997 -0.40349999999999991 -0.14216999999999999 -0.10653 -0.038799999999999994 -0.083739999999999995 -0.12608499999999997 -0.012149999999999999 -0.085154999999999995 0.036480000000000005 0.26753000000000005 -0.049464999999999988 -0.094344999999999984 0.028520000000000004 0.037750000000000006 0.087295000000000011 -0.090834999999999985 -0.088629999999999987 -0.095574999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 7 -7 17 11 -4 -11 -8 14 -14 15 -10 -17 -1 19 21 -21 -13
right_child=1 -3 9 4 -6 6 8 -9 12 10 -12 18 13 -15 -16 16 -18 -19 -20 20 -22 -23
leaf_value=0.0035502847417975452 0.0060330543621986542 -0.0038749384464806169 0.001595889807741015 0.0014200619325266041 -0.008371225872523317 -0.0011317818489326326 0.011438975576466687 0.014573888663791345 0.0013229856805498834 0.0046930536135177036 0.012815763164694505 0.0065073530749710177 -0.0012376403424727666 0.0059647593341377774 0.010860363488529878 0.0050841974508102107 0.0090065548615193558 0.0098208359550959069 0.010267851544160106 0.012144200888250958 0.0061222187300259742 0.00073704549685811788
leaf_weight=57 55 92 92 52 52 80 82 62 86 103 55 66 64 57 53 747 129 55 67 55 139 52
leaf_count=57 55 92 92 52 52 80 82 62 86 103 55 66 64 57 53 747 129 55 67 55 139 52
internal_value=0 0.00189627 0.00319578 -0.000179543 -0.00347032 0.00598819 0.00562696 0.0094666 0.00596587 0.00534467 0.00752405 0.00784254 0.00520382 0.0021507 0.00556725 0.00527507 0.00566243 0.00663446 0.00706298 0.00637299 0.0078323 0.00396915
internal_weight=0 501 409 159 104 1851 1677 174 1597 250 158 461 1136 121 1015 962 876 112 379 312 194 118
internal_count=2352 501 409 159 104 1851 1677 174 1597 250 158 461 1136 121 1015 962 876 112 379 312 194 118
is_linear=0
shrinkage=0.0512917


Tree=3066
num_leaves=20
num_cat=0
split_feature=2 1 10 15 0 2 52 151 15 484 0 0 43 133 52 133 1186 15 43
split_gain=1.88863 1.22902 1.10413 0.929292 1.73708 0.964798 0.876812 0.836258 0.624882 0.549278 0.531403 1.44495 0.582126 0.515864 1.02534 0.468947 0.434539 0.331494 0.240742
threshold=0.10527500000000002 0.10932500000000002 1.0000000180025095e-35 -0.044164999999999989 -0.061994999999999995 0.13971500000000001 0.12539500000000003 -0.149085 0.022565000000000005 0.087525000000000019 -0.14310999999999999 -0.11208499999999998 -0.14188999999999999 0.087415000000000007 -0.45478499999999994 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.073209999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 4 5 -3 8 -1 13 10 17 -12 15 14 -2 -13 -14 -9 -11
right_child=1 3 -4 -5 -6 -7 -8 9 -10 18 11 12 16 -15 -16 -17 -18 -19 -20
leaf_value=0.013475254989493731 0.0056599720815531281 0.00014122303225381149 -0.0017070784074466566 -0.0082548591944628259 -0.0078328553845329711 0.010449723830291099 0.011217800067638027 0.0064443784906257941 0.0082159440496727947 0.01240965397552528 -0.0041937731666576283 -0.0021756529446096398 0.0057673712762947799 0.0060487019167985365 -0.0043632045299603784 0.0052822066530041102 0.011282316255425374 0.012358244896862415 0.0069733883954630742
leaf_weight=52 58 76 65 52 58 54 53 73 60 60 54 57 1202 59 91 60 52 61 55
leaf_count=52 58 76 65 52 58 54 53 73 60 60 54 57 1202 59 91 60 52 61 55
internal_value=0 0.00190431 0.00582367 -0.00128296 0.000642087 0.00442805 0.00428928 0.00610764 0.00291674 0.0058784 0.0055876 0.00525299 0.00562554 0.0013851 -0.000457344 0.00164351 0.00599656 0.00914121 0.00981517
internal_weight=0 561 1791 240 188 130 321 1726 268 1674 1559 1425 1371 208 149 117 1254 134 115
internal_count=2352 561 1791 240 188 130 321 1726 268 1674 1559 1425 1371 208 149 117 1254 134 115
is_linear=0
shrinkage=0.0589181


Tree=3067
num_leaves=11
num_cat=0
split_feature=3 15 15 39 43 1348 130 15 151 50
split_gain=1.69408 0.694665 0.653478 0.914813 0.625622 0.546768 0.543279 0.507544 0.470587 0.345769
threshold=0.30112000000000005 -0.42075999999999997 -0.14717499999999997 0.10076500000000001 -0.027294999999999996 0.080060000000000006 -0.081769999999999995 -0.47252999999999995 0.077805000000000013 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 -3 6 -4 -1 9 -8
right_child=-2 2 3 -5 -6 -7 8 -9 -10 -11
leaf_value=0.0038274693834481569 -0.0032629344582092591 0.0040652999903757689 -0.00076671660438052682 -0.0030740812184419397 0.011628623445185149 0.010129071002172359 0.0037959278888852355 -0.0039416092221659918 0.0090131131578515683 0.0056734172788916589
leaf_weight=52 101 65 67 54 77 52 1346 56 69 413
leaf_count=52 101 65 67 54 77 52 1346 56 69 413
internal_value=0 0.00423076 0.00445411 0.00419005 0.0081708 0.00439183 0.00423408 -0.000195344 0.0044177 0.00423709
internal_weight=0 2251 2143 2001 142 1947 1895 108 1828 1759
internal_count=2352 2251 2143 2001 142 1947 1895 108 1828 1759
is_linear=0
shrinkage=0.0566302


Tree=3068
num_leaves=23
num_cat=0
split_feature=1 12 2 124 2 52 1447 42 42 52 124 151 0 2 0 52 42 151 151 1 12 42
split_gain=27.6734 6.1093 3.42809 2.35531 1.74407 1.73381 1.23301 1.14989 2.16894 2.14741 0.845487 1.08889 2.32164 1.94904 0.834194 0.793425 0.59181 0.502841 0.736016 0.475651 0.428409 0.347632
threshold=0.10538500000000002 0.087245000000000003 0.114805 -0.077709999999999987 0.089830000000000007 0.49868000000000007 -0.051529999999999992 -0.08266999999999998 0.082115000000000007 -0.51296999999999993 -0.082654999999999992 -0.0056149999999999993 -0.067659999999999984 0.13106000000000004 -0.055219999999999998 0.40945500000000007 -0.087714999999999987 -0.085164999999999977 -0.0060399999999999994 0.11646000000000002 0.089045000000000013 1.0000000180025095e-35
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 10 19 -1 15 6 -6 -8 9 -9 -2 -12 13 -13 -10 16 20 -18 -19 -3 -5 -20
right_child=1 2 -4 4 5 -7 7 8 14 -11 11 12 -14 -15 -16 -17 17 18 21 -21 -22 -23
leaf_value=0.0011900964417005944 0.00097887903826627621 0.0018359569984276256 0.00069990077715420659 0.0015422921637613871 0.0020124045418314957 0.0021115693104962812 0.001875146047913906 0.0018172578192101098 0.0015835839153710792 0.0011079934704059779 0.00088822650773314013 0.00035809966502072356 3.9747922135632018e-05 0.0011754545229305956 0.0020244973766234109 0.0014709795377624004 0.002114065385746185 0.0015269633595485629 0.001973999161292107 0.0014377702659591079 0.0018644010760635391 0.001826049622822159
leaf_weight=79 60 66 52 101 57 64 82 53 220 190 75 62 80 52 52 60 80 63 254 54 69 427
leaf_count=79 60 66 52 101 57 64 82 53 220 190 75 62 80 52 52 60 80 63 254 54 69 427
internal_value=0 0.000892805 0.00136787 0.00171675 0.00174021 0.00162159 0.00157359 0.00153164 0.00147688 0.00126283 0.000644341 0.000569599 0.000446248 0.000731219 0.001668 0.00182098 0.00184208 0.00187687 0.00185132 0.00165705 0.00167323 0.00188128
internal_weight=0 501 172 1851 1772 718 654 597 515 243 329 269 194 114 272 1054 994 824 744 120 170 681
internal_count=2352 501 172 1851 1772 718 654 597 515 243 329 269 194 114 272 1054 994 824 744 120 170 681
is_linear=0
shrinkage=0.00310948


Tree=3069
num_leaves=24
num_cat=0
split_feature=1 12 1 2 9 2 0 48 1 12 1 0 0 1 0 1 12 159 1 474 130 159 0
split_gain=64.7038 13.3583 7.21462 5.25665 3.97992 2.38849 3.02958 1.95986 1.64738 1.39777 1.3771 1.07832 0.99362 0.810553 0.821698 0.759986 0.638778 0.675496 0.635001 0.61159 0.502391 0.469353 0.245773
threshold=0.10538500000000002 0.087245000000000003 0.12394500000000001 -0.0091949999999999983 -1.0000000180025095e-35 0.091250000000000012 -0.14666499999999996 0.10833500000000001 0.12765500000000005 1.0000000180025095e-35 0.088595000000000021 -0.098524999999999988 -0.13740499999999997 1.0000000180025095e-35 -0.048199999999999993 0.111945 0.090255000000000016 -0.088639999999999983 0.078015000000000015 0.083685000000000023 -0.0024349999999999992 -0.017094999999999996 -0.081854999999999997
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 4 15 -1 -2 6 -5 8 12 10 -7 -8 -6 14 16 -3 -11 -18 19 20 -13 -20 -23
right_child=1 2 -4 5 7 9 11 -9 -10 13 -12 18 -14 -15 -16 -17 17 -19 21 -21 -22 22 -24
leaf_value=0.001844407491629767 0.00031285690838782793 0.0029936961800434429 0.0012223595743359487 0.0035289738170699815 0.0010724955643680223 0.0027416135998468388 0.0024920677590033855 0.0017961816513233737 0.00078514465693766561 0.003072642972925982 0.0021031735700380162 0.0031784513040796483 0.0016708306616000017 0.0031494631023804578 0.0023661015603172624 0.0024588446711551453 0.0030502561336398404 0.0026630776718684448 0.0025814674635180933 0.0032577803747315271 0.0029132698758536691 0.0030246287807730162 0.0028006340063957483
leaf_weight=56 56 53 52 96 60 77 63 62 89 78 72 98 62 64 55 67 62 268 73 90 459 95 145
leaf_count=56 56 53 52 96 60 77 63 62 89 78 72 98 62 64 55 67 62 268 73 90 459 95 145
internal_value=0 0.00150483 0.00225024 0.00284175 0.00111503 0.00287284 0.00296674 0.00127944 0.00112744 0.00271736 0.00243334 0.00291395 0.00137686 0.00279759 0.00274887 0.00269536 0.00280039 0.00273593 0.0029416 0.00300147 0.00295999 0.00281773 0.00288945
internal_weight=0 501 172 1851 329 1795 1119 273 211 676 149 1023 122 527 463 120 408 330 960 647 557 313 240
internal_count=2352 501 172 1851 329 1795 1119 273 211 676 149 1023 122 527 463 120 408 330 960 647 557 313 240
is_linear=0
shrinkage=0.0032998


Tree=3070
num_leaves=21
num_cat=0
split_feature=13 14 2 15 4 4 13 2 2 1 2 2 2 160 4 4 4 2 2 160
split_gain=1.35178 1.00725 0.552666 0.739282 0.827424 0.696841 2.88875 0.67628 0.936931 0.582259 1.22892 1.16396 0.720131 0.500312 0.475521 0.433416 0.423376 0.31986 0.280053 0.261964
threshold=-0.33260499999999998 -0.10708499999999999 0.13752500000000004 -0.035449999999999988 -1.0000000180025095e-35 -0.047309999999999998 -0.078934999999999991 0.10444500000000002 0.09772500000000002 0.077565000000000009 0.086165000000000005 0.10713500000000002 -1.0000000180025095e-35 0.062030000000000009 0.036620000000000007 0.057265000000000003 0.076415000000000025 0.087610000000000007 0.092925000000000021 0.099280000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 9 5 7 17 8 -5 13 12 -12 -11 14 18 -14 -1 -7 -3 -15
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 11 -13 15 19 -16 -17 -18 -19 -20 -21
leaf_value=0.0015661383612312208 0.010529861187594535 0.0034454922362639425 -0.00019852005614284538 0.0057028682779397821 0.010485167902189065 0.0089327801926652722 -0.0082100054173901635 0.010087720307639214 -0.0020611494804893952 -0.00030091063945797463 -0.0080144607771675015 0.0022423346519244388 0.0041386901526283409 0.011056205869412328 0.00014787973351753828 0.010221360295547053 -0.0053085999760596027 0.0034777748281475339 0.0074588609136029497 0.0053383882802549012
leaf_weight=64 93 144 77 809 100 79 61 103 53 77 65 78 105 52 89 59 52 62 92 52
leaf_count=64 93 144 77 809 100 79 61 103 53 77 65 78 105 52 89 59 52 62 92 52
internal_value=0 0.00475454 0.00450526 0.00467968 0.00553563 0.00511099 0.00208169 0.00574447 0.0052248 0.003345 0.00174066 -0.00241562 0.00420935 0.00477964 0.00368227 0.00633065 -0.00151043 0.00653841 0.00501259 0.00820311
internal_weight=0 2250 2157 2080 1267 1167 202 965 862 813 384 143 241 429 325 164 116 141 236 104
internal_count=2366 2250 2157 2080 1267 1167 202 965 862 813 384 143 241 429 325 164 116 141 236 104
is_linear=0
shrinkage=0.0566302


Tree=3071
num_leaves=20
num_cat=0
split_feature=15 150 157 47 42 0 40 15 16 0 133 15 160 42 157 157 0 42 16
split_gain=20.2672 6.00231 4.18279 3.31423 2.37571 2.36675 2.31288 1.26046 1.50779 1.31878 1.16581 2.01603 1.15328 0.993891 0.87902 0.881987 0.763059 0.575277 0.426901
threshold=-0.24269999999999997 0.083680000000000018 -0.081329999999999986 0.11069000000000002 0.077855000000000021 -0.11169999999999998 -0.079639999999999975 0.0056700000000000006 -0.15135499999999999 -0.086224999999999982 -0.030254999999999994 -0.10245999999999998 0.084965000000000027 0.11387000000000001 -0.084639999999999979 -0.077849999999999989 -0.037794999999999995 0.082410000000000025 -0.040484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 6 12 -1 -2 10 -9 17 11 -8 -4 -11 -12 -16 -7 -10 -5
right_child=1 2 4 18 -6 16 7 8 9 13 14 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0011787944444153443 0.0011530324180835786 0.001966067467558715 0.00054040067896715021 0.0010201773865111893 0.0014525054117414176 0.00020636603239234183 0.0019036113017412474 0.0013907318117357477 0.0020002200073846125 0.0019203886993179036 0.0020592271746409461 0.0011864967773543296 0.0011481162683639322 0.0015617429459028221 0.0013451554137821871 0.0017771103825684684 0.00068377764032898894 0.0023707085035630212 0.001415095465704755
leaf_weight=56 55 67 78 52 92 81 68 55 88 545 102 95 53 92 53 530 58 85 61
leaf_count=56 55 67 78 52 92 81 68 55 88 545 102 95 53 92 53 530 58 85 61
internal_value=0 0.0016957 0.00127055 0.00176123 0.00106143 0.000627974 0.00179493 0.00181552 0.0019011 0.00193571 0.00172819 0.00148587 0.000786529 0.00186864 0.0017858 0.0017379 0.000405817 0.00218245 0.00123366
internal_weight=0 2171 290 1881 223 195 1768 1713 865 810 848 163 131 637 685 583 139 173 113
internal_count=2366 2171 290 1881 223 195 1768 1713 865 810 848 163 131 637 685 583 139 173 113
is_linear=0
shrinkage=0.00317166


Tree=3072
num_leaves=19
num_cat=0
split_feature=1 3 4 34 4 14 40 1 14 457 43 4 48 4 42 4 3 3
split_gain=40.6063 8.00599 4.3589 4.08524 3.94032 2.60575 2.70157 1.68747 1.72534 1.53328 1.6207 1.14356 0.752554 1.48036 0.688091 0.680776 0.586987 0.046288
threshold=0.10752500000000002 -0.055839999999999994 0.08734500000000002 -0.021334999999999996 0.27161500000000005 0.062655000000000016 -0.079639999999999975 0.11684000000000001 -1.0000000180025095e-35 0.062030000000000009 -0.060799999999999993 0.032965000000000001 0.092475000000000016 -0.44205499999999992 0.083285000000000012 0.066275000000000014 0.20828500000000003 -0.075194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 -1 -5 -9 11 -11 12 13 -8 -14 -13 -10 -17
right_child=1 3 -4 7 -6 -7 9 8 16 10 -12 15 14 -15 -16 17 -18 -19
leaf_value=0.0014240192195691371 0.0021854058667391345 -0.0001374749864304855 0.0010463648790559874 0.0012466343639245816 0.0012404931221697373 0.0027291371251845428 0.0025468831051743707 0.0011586520283483051 0.00065950918285496334 0.0020972886141074607 0.0013047362511297456 0.0016804049195597182 0.0021685212780843243 0.0021407477925408777 0.001655480802794493 0.0019815224868245124 0.00020172625655424901 0.0021279263431540317
leaf_weight=66 71 52 70 80 59 65 103 54 68 57 52 91 52 1197 60 57 52 60
leaf_count=66 71 52 70 80 59 65 103 54 68 57 52 91 52 1197 60 57 52 60
internal_value=0 0.000982177 0.00162017 0.000688087 0.00206502 0.00209116 0.00206804 0.000857236 0.000678004 0.0020926 0.00171951 0.00211768 0.00215085 0.00217295 0.00189399 0.00189235 0.000461424 0.0020569
internal_weight=0 447 141 306 1919 1860 1795 254 174 1729 109 1620 1412 1300 112 208 120 117
internal_count=2366 447 141 306 1919 1860 1795 254 174 1729 109 1620 1412 1300 112 208 120 117
is_linear=0
shrinkage=0.0032351


Tree=3073
num_leaves=10
num_cat=0
split_feature=10 12 41 0 12 13 39 42 1447
split_gain=1.30014 0.748204 1.24677 0.757389 0.923108 1.38156 0.790292 0.634378 0.537785
threshold=0.058500000000000003 0.13820000000000002 0.089005000000000015 0.12474500000000001 -0.11875499999999999 -0.16392499999999996 0.081875000000000017 0.092475000000000016 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 8 -8 -7
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=0.014114162641079776 -0.004751341016890555 -0.0023019671676443626 0.016356263999769353 0.013389415797406453 -0.003916541560325915 0.00059196546563089068 0.0041489250295122758 -0.0054075709481151545 0.0062538994450717957
leaf_weight=58 57 53 54 60 75 84 91 52 1782
leaf_count=58 57 53 54 60 75 84 91 52 1782
internal_value=0 0.00579536 0.00598592 0.00573127 0.00551641 0.00527677 0.00562034 0.000668682 0.00599942
internal_weight=0 2309 2256 2202 2142 2084 2009 143 1866
internal_count=2366 2309 2256 2202 2142 2084 2009 143 1866
is_linear=0
shrinkage=0.0690319


Tree=3074
num_leaves=24
num_cat=0
split_feature=4 2 12 3 2 0 4 133 43 12 160 12 13 0 43 13 4 4 50 3 42 42 3
split_gain=24.1976 8.87855 5.02361 2.32922 2.13539 2.07149 1.86865 1.9434 1.8058 1.65073 1.62168 2.48045 1.53651 1.37927 1.30656 1.83913 1.19349 0.881863 0.887365 0.921959 0.87843 0.851514 0.136448
threshold=0.30163500000000004 0.13388500000000003 -0.070844999999999977 -0.13795999999999997 0.090115000000000015 -0.07385499999999999 -0.17689999999999997 0.022390000000000004 -0.072864999999999985 0.085425000000000015 0.087770000000000015 0.087285000000000015 -0.0074049999999999993 -0.076539999999999983 -0.036794999999999994 -0.052454999999999995 0.057265000000000003 -0.085574999999999984 0.10917 -0.082484999999999989 -0.0092649999999999972 0.090115000000000015 -0.093224999999999988
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=1 2 5 -2 13 -1 9 10 -5 -6 11 -8 -10 17 15 -15 21 20 19 -19 22 -9 -4
right_child=3 -3 4 8 6 -7 7 16 12 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0016980413493821154 0.0014145991315811588 0.0008809152543045232 0.0020747222027100681 0.00025217086842065691 0.0026499639132175892 0.00089108346350777511 0.0010244896966327848 0.0023096808051534623 0.00061953885498766345 0.0019168010837388734 0.0021141423820059788 0.0017222906433188268 0.0013346549367804395 0.002015354726071505 0.002173828100721462 0.001197189114717919 0.0016006908626637309 0.0020195185136927889 0.0017520422282488177 0.0022521969802920773 0.0027101880261139214 0.0019036165863039218 0.0023003206343227183
leaf_weight=83 63 82 53 64 55 56 79 106 76 79 55 166 54 61 77 55 66 368 71 356 52 114 75
leaf_count=83 63 82 53 64 55 56 79 106 76 79 55 166 54 61 77 55 66 368 71 356 52 114 75
internal_value=0 0.00192529 0.00196752 0.000873613 0.00201126 0.00137318 0.00187224 0.00179312 0.000697754 0.00221798 0.00161061 0.00149743 0.000916853 0.00209693 0.00184578 0.00162773 0.00198445 0.00214661 0.00209991 0.00213398 0.00235268 0.00209942 0.00220718
internal_weight=0 2109 2027 257 1888 139 720 586 194 134 300 245 130 1168 193 116 286 975 795 724 180 220 128
internal_count=2366 2109 2027 257 1888 139 720 586 194 134 300 245 130 1168 193 116 286 975 795 724 180 220 128
is_linear=0
shrinkage=0.0032351


Tree=3075
num_leaves=11
num_cat=0
split_feature=3 13 52 147 1452 159 3 14 150 1
split_gain=1.04029 1.10395 0.867258 0.789994 0.637157 0.572076 0.873097 0.538277 0.389885 0.139665
threshold=0.30112000000000005 -0.15010999999999997 -0.56073999999999991 1.0000000180025095e-35 0.091225000000000014 0.11855 -0.15078499999999997 -0.10708499999999999 0.086730000000000015 0.10080500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 9 -8 -5 -4
right_child=-2 2 3 8 -6 -7 7 -9 -10 -11
leaf_value=0.012688683504224026 -0.0014534237671355588 0.013536133380910045 -0.0027294705607994263 0.0032619207601626374 0.012127360899533052 -0.0010408913502616356 0.012155163862362661 0.0054760445582227122 -0.0043279125156559864 0.0019976420120567436
leaf_weight=91 98 54 56 65 59 64 55 1726 55 54
leaf_count=91 98 54 56 65 59 64 55 1726 55 54
internal_value=0 0.00552253 0.00522416 0.0050135 0.00532513 0.00511948 0.00532835 0.0056827 -0.00021085 -0.000402449
internal_weight=0 2279 2188 2134 2014 1955 1891 1781 120 110
internal_count=2377 2279 2188 2134 2014 1955 1891 1781 120 110
is_linear=0
shrinkage=0.0663513


Tree=3076
num_leaves=17
num_cat=0
split_feature=3 13 52 16 16 157 13 133 42 52 12 133 16 42 42 13
split_gain=0.719884 0.763375 0.599674 0.659554 1.39328 1.12011 1.93707 0.798831 0.953419 2.18927 0.523901 1.26977 0.403324 0.385273 0.656369 0.28457
threshold=0.30112000000000005 -0.15010999999999997 -0.56073999999999991 -0.011859999999999997 -0.016079999999999994 -0.08107499999999998 -0.011494999999999998 0.11370000000000001 0.097935000000000008 0.10096500000000001 0.083795000000000022 -1.0000000180025095e-35 -0.53299999999999992 0.11387000000000001 0.09858500000000002 -0.050754999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 6 -5 8 9 -7 11 -4 -13 14 -12 -15
right_child=-2 2 3 5 -6 7 -8 -9 -10 -11 13 12 -14 15 -16 -17
leaf_value=0.0093710352498128247 -0.0010734040153804762 0.0099969066346667097 -0.0062319476609416615 0.0033082198526084806 0.012825802566841387 0.0044965670970660175 -0.011485565130601623 -0.0031964723294674595 0.010900995342851941 -0.0080534918335195653 0.0047573668346280905 -0.00075202242445636944 0.0047466583063606876 -0.0012490075272591037 0.011478044875725339 0.004436883106246888
leaf_weight=91 98 54 54 75 66 451 52 59 62 54 801 58 226 60 54 62
leaf_count=91 98 54 54 75 66 451 52 59 62 54 801 58 226 60 54 62
internal_value=0 0.00407872 0.00385832 0.00370269 0.00446803 0.00229824 -0.00274413 0.00332221 0.00400163 0.00315334 0.00404807 0.0020454 0.00362147 0.00474027 0.00518257 0.00163539
internal_weight=0 2279 2188 2134 1381 753 127 626 567 505 1315 338 284 977 855 122
internal_count=2377 2279 2188 2134 1381 753 127 626 567 505 1315 338 284 977 855 122
is_linear=0
shrinkage=0.0589181


Tree=3077
num_leaves=10
num_cat=0
split_feature=11 41 14 12 0 457 151 457 0
split_gain=0.522844 0.676828 0.65787 0.777896 0.681714 0.812114 0.859925 0.825188 0.0687664
threshold=0.095360000000000014 0.07831500000000001 -0.24494999999999997 -0.10853999999999998 -0.22607999999999998 0.087195000000000009 0.055020000000000006 0.079590000000000008 -0.10147999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -3
right_child=-2 8 3 4 5 -7 -8 -9 -10
leaf_value=-0.0023769796410140964 0.0090646771487222014 0.0061792884219511015 0.0099814797198119198 -0.0020767912942308503 0.0028105233242095734 0.0087800995758650704 0.0088783820830295682 -0.0047150352586283646 0.0092413332918537539
leaf_weight=80 52 54 55 92 1777 84 79 52 52
leaf_count=80 52 54 55 92 1777 84 79 52 52
internal_value=0 0.00308442 0.00286426 0.00306058 0.00287763 0.00310676 0.00285666 0.00259622 0.00768736
internal_weight=0 2325 2219 2139 2084 1992 1908 1829 106
internal_count=2377 2325 2219 2139 2084 1992 1908 1829 106
is_linear=0
shrinkage=0.0589181


Tree=3078
num_leaves=15
num_cat=0
split_feature=2 52 14 0 3 52 15 4 4 3 0 15 49 0
split_gain=0.955691 1.14532 0.992953 0.961727 1.8726 0.680275 0.646224 1.52482 0.672251 0.507934 0.627364 0.443845 0.437302 0.524487
threshold=0.10859000000000001 0.12469000000000001 0.076175000000000007 0.12445000000000002 -0.154195 -0.5335399999999999 -0.044164999999999989 -0.048624999999999995 0.51224500000000017 -0.116045 -0.019414999999999998 -0.23118499999999997 0.09055500000000001 -0.13740499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 -6 8 -8 12 -7 11 -11 13 -2
right_child=1 -3 -4 -5 5 9 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0082125494929200741 0.00055373681884985791 0.0082344638369638637 0.011223858413038261 0.012105190026568595 0.010133165522047566 0.0096522449654961456 0.0011547122106133853 -0.012392627126511751 -0.0054847181484575305 -0.0025775627759467741 -0.0031874100788023252 0.0035406667657549647 -0.00065811247157728252 0.0094930966077793246
leaf_weight=62 53 70 74 54 66 53 89 62 55 54 68 1461 92 64
leaf_count=62 53 70 74 54 66 53 89 62 55 54 68 1461 92 64
internal_value=0 0.000382555 0.00368558 0.00337835 0.0031108 0.0035237 -0.000940156 -0.00440308 0.00103785 0.00325663 0.00304205 0.00332212 0.0027577 0.0054497
internal_weight=0 485 1892 1818 1764 1702 415 151 264 1636 1583 1515 209 117
internal_count=2377 485 1892 1818 1764 1702 415 151 264 1636 1583 1515 209 117
is_linear=0
shrinkage=0.0663513


Tree=3079
num_leaves=21
num_cat=0
split_feature=4 40 52 12 4 12 41 12 12 40 48 4 48 52 1446 12 47 4 133 12
split_gain=44.9349 10.9652 3.03848 4.10265 3.53686 2.58024 2.63827 1.66811 1.58326 1.39402 1.35438 1.14498 1.04117 0.996868 0.613821 0.556901 0.410223 0.592667 0.328415 0.146422
threshold=0.30163500000000004 -0.026419999999999996 -0.45791499999999996 0.054520000000000006 -0.15450999999999995 0.093270000000000006 0.075585000000000013 0.088745000000000004 -0.042789999999999988 -0.061244999999999994 0.088965000000000002 -0.0058549999999999991 0.084965000000000027 -0.08929999999999999 0.088690000000000005 0.092295000000000002 0.08265500000000002 0.057265000000000003 -0.00027499999999999996 0.095980000000000024
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 12 7 4 -4 6 13 -3 9 -2 11 -6 -1 -5 -15 -10 17 18 -7 -9
right_child=8 2 3 5 10 16 -8 19 15 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0020850153220072494 0.0012596879311126074 0.0034537240285763778 0.0029433177971022531 0.0024301933094196889 0.001883777399725209 0.0027743598175785614 0.0034825266778141096 0.0029405570101533616 0.0015684390541812971 0.00055481670696807129 0.0016728348377586118 0.0025040319800655733 0.0015700919078445385 0.0027623623370953321 0.0031120904186520701 0.0011502699726226152 0.0022693809065131975 0.002249320809097499 0.0025375250681617567 0.0027011629819864388
leaf_weight=78 60 72 60 93 55 85 55 64 94 58 68 74 89 804 58 53 70 63 267 57
leaf_count=78 60 72 60 93 55 85 55 64 94 58 68 74 89 804 58 53 70 63 267 57
internal_value=0 0.00260696 0.0026753 0.00263272 0.00225433 0.00269775 0.00279118 0.00306165 0.00119344 0.000913519 0.0020443 0.00223985 0.0018108 0.00275133 0.00278593 0.00141791 0.00250311 0.00254245 0.00259481 0.00282807
internal_weight=0 2112 1945 1752 257 1495 1010 193 265 118 197 129 167 955 862 147 485 415 352 121
internal_count=2377 2112 1945 1752 257 1495 1010 193 265 118 197 129 167 955 862 147 485 415 352 121
is_linear=0
shrinkage=0.0032351


Tree=3080
num_leaves=14
num_cat=0
split_feature=3 16 1186 130 3 16 2 16 16 52 12 52 16
split_gain=1.54136 1.1856 0.829253 0.770686 0.764286 0.742157 1.1402 1.04386 0.959961 0.929098 0.631483 0.374609 0.558726
threshold=0.13772500000000001 -0.10346499999999999 0.085175000000000015 -0.077764999999999987 -0.15956499999999998 0.21684500000000004 0.14062000000000005 0.27020000000000005 0.081265000000000018 0.51734000000000002 0.095330000000000012 -0.53937999999999986 0.51148500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 10 6 8 -7 9 -6 -5 -9 -13
right_child=1 -3 -4 4 5 7 -8 11 -10 -11 -12 12 -14
leaf_value=0.0086273369048512783 -0.0093446801465607143 0.0014237388193354169 -0.0045033448967915102 0.010692703898146097 0.0026544844973235668 -0.0076510294698487321 -0.0055478382385637038 0.0056054909755583098 0.010138952611861035 0.01032139862766273 0.0022736648486050117 -0.0044629891100880113 0.0030551834300219941
leaf_weight=82 65 78 52 75 1513 55 53 56 67 57 53 59 82
leaf_count=82 65 78 52 75 1513 55 53 56 67 57 53 59 82
internal_value=0 -0.0034666 0.00284381 0.00302163 0.00279927 0.00250812 0.00295293 -0.000472466 0.00322854 0.00293324 0.00721161 0.00152851 -8.62577e-05
internal_weight=0 143 2204 2152 2070 1942 1690 252 1637 1570 128 197 141
internal_count=2347 143 2204 2152 2070 1942 1690 252 1637 1570 128 197 141
is_linear=0
shrinkage=0.0589181


Tree=3081
num_leaves=15
num_cat=0
split_feature=1 14 52 151 52 42 52 42 16 133 133 132 158 15
split_gain=1.33705 1.1304 0.92241 0.886932 0.553372 0.531026 0.684465 0.680322 0.507763 0.46416 0.549062 0.515421 0.465607 0.321744
threshold=0.12158500000000001 -0.10708499999999999 0.092650000000000024 0.095500000000000015 -0.064819999999999989 0.10799000000000002 0.063595000000000013 0.10040000000000002 -0.41163499999999992 0.11101000000000001 0.26521500000000003 0.094155000000000016 0.11364 0.089050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -2 7 13 9 -6 11 -11 12 -3 -7
right_child=2 3 -4 -5 8 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.010810995814389952 -0.0046468639464701655 0.0018763171224242064 -0.0086816209585831514 -0.0049690767059198618 -0.0012452574410103381 -0.0066990083018532579 0.0042637810532683094 0.0092645297940600856 0.0059553096758063065 0.010033109455467995 0.0028873890268984121 0.0074810467008936616 0.0073892964932859911 -0.00032052114634377888
leaf_weight=53 62 1506 54 55 73 52 60 52 59 58 95 61 53 54
leaf_count=53 62 1506 54 55 73 52 60 52 59 58 95 61 53 54
internal_value=0 0.00247928 -0.00200432 0.00226315 -0.000142506 0.00246325 -0.000661625 0.00274782 0.00196851 0.00255634 0.00560025 0.00226848 0.00206413 -0.00345541
internal_weight=0 2099 248 2046 194 1991 166 1825 132 1773 153 1620 1559 106
internal_count=2347 2099 248 2046 194 1991 166 1825 132 1773 153 1620 1559 106
is_linear=0
shrinkage=0.0577628


Tree=3082
num_leaves=25
num_cat=0
split_feature=39 150 42 0 43 0 11 52 159 0 52 39 43 0 42 49 42 0 0 1185 52 160 43 52
split_gain=23.1428 9.52371 5.69757 5.39559 3.7348 3.6182 5.68961 3.45527 3.19804 4.72729 2.52665 1.96972 1.93323 2.77111 1.42557 1.35856 1.27765 1.11049 0.946365 0.880277 0.692623 0.716745 0.616528 0.400884
threshold=0.081875000000000017 0.08926000000000002 -0.0043149999999999994 -0.074204999999999979 -0.046639999999999994 -0.10120999999999998 0.074925000000000005 -0.53454499999999994 -0.032739999999999991 -0.00077999999999999999 -0.080899999999999986 0.089130000000000015 -1.0000000180025095e-35 -0.22384499999999996 0.087130000000000027 0.10367000000000003 -0.027829999999999997 0.11026000000000001 -0.13740499999999997 1.0000000180025095e-35 0.11297500000000001 -0.089744999999999978 -0.041534999999999996 0.39765000000000006
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 3 -2 5 -3 6 12 -5 -9 14 -4 -12 -1 -14 16 19 -10 -11 -15 20 21 -7 -16 -22
right_child=2 4 10 7 -6 15 -8 8 9 17 11 -13 13 18 22 -17 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0019096711034383052 0.001704658961293541 0.0015546531290241306 0.0010687722870806884 0.0021244454081660036 0.0006666395378705039 0.0023983702356722382 0.0025018745313864989 0.0020711424789486804 0.0016342006720522556 0.00050522008686371719 0.00082311755271135059 6.5493274155122992e-05 0.0017981674983147066 0.00069258821917890425 0.0020224355276626358 0.0015489894133437366 0.00097900552676055295 0.0011367929920946167 0.0012678557518491262 0.0024658475358228446 0.00166248503963453 0.0020583471104266312 0.0015966793213207302 0.0019914457339750453
leaf_weight=63 56 94 70 97 97 70 63 73 64 60 54 96 63 60 66 53 57 53 56 55 65 694 74 94
leaf_count=63 56 94 70 97 97 70 63 73 64 60 54 96 63 60 66 53 57 53 56 55 65 694 74 94
internal_value=0 0.00177907 0.000801131 0.00184765 0.00110385 0.00195618 0.00165214 0.00158105 0.00146306 0.00134428 0.000570989 0.000338464 0.00143079 0.00126205 0.00157904 0.00204609 0.00132583 0.000801744 0.000970596 0.002073 0.00204955 0.00208955 0.00179763 0.00185718
internal_weight=0 2071 276 1880 191 1336 305 544 447 374 220 150 242 179 261 1031 121 113 116 978 923 764 140 159
internal_count=2347 2071 276 1880 191 1336 305 544 447 374 220 150 242 179 261 1031 121 113 116 978 923 764 140 159
is_linear=0
shrinkage=0.00317166


Tree=3083
num_leaves=19
num_cat=0
split_feature=1 2 150 3 124 3 4 0 4 3 1 4 4 1 1 0 52 3
split_gain=37.6452 7.94413 3.61492 3.35259 2.51738 2.40998 1.81503 2.98024 1.54499 1.52291 1.3813 1.65179 1.33862 0.975427 1.15934 2.31423 0.945663 0.532961
threshold=0.11846000000000002 0.099675000000000014 1.0000000180025095e-35 -0.055839999999999994 -0.083859999999999976 0.092330000000000009 -0.17689999999999997 -0.074204999999999979 -0.077429999999999985 -0.029309999999999996 0.13554500000000003 0.50373500000000015 -0.082869999999999985 0.10612500000000001 0.097070000000000004 -0.036119999999999992 -0.42005999999999993 -0.069999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 -2 -1 6 -6 9 -9 12 -5 -12 -8 14 15 16 -3 -18
right_child=3 2 -4 10 5 -7 7 8 -10 -11 11 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0014424044558426815 0.0013731680339247232 0.0015213148303320704 0.0010642214544198739 0.00085076285164110673 0.0027351999861294435 0.00145844265784618 0.0023504047717148985 0.0012552423439762181 0.0019458665551737118 0.0026031730991146118 0.00069377545558171828 -3.5168300542924436e-05 0.0020912267092714249 0.0014421239977749497 0.0022342983588750412 0.0011484287851915541 0.0021864831547642031 0.0018259362261490008
leaf_weight=58 65 55 93 87 55 54 279 53 96 86 64 66 862 79 65 54 90 86
leaf_count=58 65 55 93 87 55 54 279 53 96 86 64 66 862 79 65 54 90 86
internal_value=0 0.00198865 0.00164337 0.000728324 0.00210544 0.00213132 0.00215668 0.00213353 0.00170044 0.0021861 0.000535009 0.000323431 0.00215463 0.00176884 0.00184248 0.001753 0.00189418 0.0020105
internal_weight=0 2065 522 282 1543 1485 1431 1376 149 1227 217 130 1141 429 350 285 231 176
internal_count=2347 2065 522 282 1543 1485 1431 1376 149 1227 217 130 1141 429 350 285 231 176
is_linear=0
shrinkage=0.0032351


Tree=3084
num_leaves=11
num_cat=0
split_feature=1 13 1375 1186 42 149 15 1428 2 123
split_gain=1.38448 1.42755 0.850631 0.602395 0.509082 0.484002 0.387665 0.369622 0.621375 0.606082
threshold=0.13712000000000005 -0.041479999999999996 -0.097394999999999982 0.085175000000000015 0.10947000000000003 0.077335000000000015 0.092135000000000009 0.08653000000000001 -0.0091949999999999983 0.087755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -6 8 -4 -10
right_child=1 -3 3 -5 6 -7 -8 -9 9 -11
leaf_value=-0.0043505124896107417 -0.0086841350366499929 0.0038797983873587495 -0.0013023986755742996 -0.0030589706639812175 -0.0020632232296636933 0.0092432801169741383 0.0035492835386716813 0.0083320619058146802 0.0033813838175352751 0.0095137962565833619
leaf_weight=53 73 55 95 52 101 52 74 53 1681 58
leaf_count=53 73 55 95 52 101 52 74 53 1681 58
internal_value=0 -0.00328066 0.00301895 0.00319956 0.00335381 0.00362851 0.000306471 0.00347345 0.0033327 0.00358628
internal_weight=0 128 2219 2166 2114 1939 175 1887 1834 1739
internal_count=2347 128 2219 2166 2114 1939 175 1887 1834 1739
is_linear=0
shrinkage=0.0589181


Tree=3085
num_leaves=23
num_cat=0
split_feature=4 2 39 2 0 14 131 2 0 4 0 4 15 0 52 52 0 15 15 52 15 15
split_gain=38.6129 15.7096 8.8083 5.62412 4.2981 3.96565 2.04829 2.95462 1.98929 1.82525 1.39295 1.20532 3.20105 1.17086 1.12316 1.2145 0.866084 1.51088 0.690892 0.664894 0.396599 0.25991
threshold=0.30163500000000004 0.10527500000000002 0.084535000000000013 0.14234000000000005 -0.12608499999999997 0.076175000000000007 0.077860000000000013 0.13443000000000002 -0.073284999999999975 -0.076184999999999989 -0.087344999999999992 -0.50215999999999983 0.083815000000000014 -0.076209999999999986 -0.054974999999999989 -0.53283999999999987 -0.10075499999999998 -0.11251499999999999 -0.41606999999999994 -0.013914999999999999 -0.006494999999999999 -0.047974999999999997
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 2 5 4 -3 9 7 18 -4 10 -1 -12 -13 16 15 -6 17 -11 -2 -18 -15 -16
right_child=6 3 8 -5 14 -7 -8 -9 -10 13 11 12 -14 20 21 -17 19 -19 -20 -21 -22 -23
leaf_value=0.0022997048719501051 0.00097833994597682199 0.00064701795906046565 0.0014009663514280917 0.00037499914190016528 0.0015604577212741937 0.002565841245191389 -0.00010180571741083949 3.8794973991466556e-05 0.00060692143975795364 0.0019629340960514424 0.0022727739956730319 0.0011327051077655696 0.0019032045996324898 0.00160476288997249 0.0015074919039034327 0.00095170225517616418 0.0019281308122166335 0.0013471506032783169 0.00055025967145031754 0.0017247394533496849 0.0012875464581969824 0.0017849031623260602
leaf_weight=77 84 73 52 75 60 63 52 66 62 55 60 54 463 83 55 58 257 103 57 340 64 74
leaf_count=77 84 73 52 75 60 63 52 66 62 55 60 54 463 83 55 58 257 103 57 340 64 74
internal_value=0 0.00165034 0.00177297 0.00111225 0.00128494 0.00182954 0.000427968 0.000561206 0.000969397 0.0017997 0.00192032 0.00186964 0.00182279 0.00171221 0.00147335 0.00126151 0.00175994 0.00156171 0.000805513 0.00181235 0.00146687 0.00166687
internal_weight=0 2128 1733 395 320 1619 259 207 114 1556 654 577 517 902 247 118 755 158 141 597 147 129
internal_count=2387 2128 1733 395 320 1619 259 207 114 1556 654 577 517 902 247 118 755 158 141 597 147 129
is_linear=0
shrinkage=0.00298873


Tree=3086
num_leaves=16
num_cat=0
split_feature=123 14 150 133 14 484 159 48 48 0 133 50 376 0 484
split_gain=26.7407 7.92999 5.13558 4.0697 3.12011 3.06603 3.1725 2.2883 1.93481 1.75066 1.08797 0.783894 0.743032 1.197 0.492078
threshold=1.0000000180025095e-35 -0.36617499999999997 0.083680000000000018 0.047025000000000004 0.076175000000000007 0.085515000000000022 0.087395000000000014 0.11765000000000002 0.014805 -0.077584999999999987 -0.0081099999999999974 0.089465000000000017 0.086100000000000024 -0.10147999999999999 0.12441000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 5 7 14 9 -4 10 -3 -11 13 -2 -7
right_child=12 2 3 -5 -6 6 -8 -9 -10 11 -12 -13 -14 -15 -16
leaf_value=0.0011194529661288732 0.0016510017507521441 0.0027199001423107339 0.0020322004957421731 0.0025989849061685542 0.0031872230372659567 0.0021352511212791529 0.001416910909616751 0.0018037199175295635 0.0012942325073578493 0.0022992058931854834 0.0025014502607236637 0.0026162787138205926 0.00083176769492883731 0.001050850906098648 0.0025855209875632764
leaf_weight=53 58 422 74 71 64 55 61 52 82 453 626 107 57 98 54
leaf_count=53 58 422 74 71 64 55 61 52 82 453 626 107 57 98 54
internal_value=0 0.00238144 0.00241295 0.00194321 0.00246924 0.00244411 0.00202094 0.00248742 0.00164452 0.00250951 0.00258945 0.00235985 0.00115598 0.00127421 0.00235864
internal_weight=0 2174 2121 227 1894 1830 170 1660 156 1608 1048 560 213 156 109
internal_count=2387 2174 2121 227 1894 1830 170 1660 156 1608 1048 560 213 156 109
is_linear=0
shrinkage=0.0032998


Tree=3087
num_leaves=23
num_cat=0
split_feature=1 3 4 2 2 2 4 14 3 3 0 0 4 0 51 1 13 0 2 3 13 13
split_gain=30.8288 10.6444 5.23919 4.33098 3.36363 2.74282 2.42737 1.73565 3.40579 1.63184 1.63137 1.53219 1.43405 1.74882 0.94831 0.946896 0.694605 0.579435 0.552555 0.327423 0.427795 0.25487
threshold=0.096300000000000011 -0.052614999999999995 0.094510000000000025 -0.0091949999999999983 0.10731 0.13880500000000004 0.26450500000000005 0.062655000000000016 -0.11197999999999998 -0.12077499999999998 -0.10946999999999998 -0.049024999999999992 -0.080429999999999988 -0.071844999999999978 -0.085574999999999984 0.11039500000000001 -0.0037099999999999998 -0.087344999999999992 0.11500500000000001 -0.085289999999999991 -0.016289999999999995 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 -3 7 6 10 8 -1 -2 -5 18 17 14 -14 -11 -16 -10 -6 20 -19 -21
right_child=1 3 -4 5 11 -7 -8 -9 12 15 -12 -13 13 -15 16 -17 -18 19 -20 21 -22 -23
leaf_value=0.0015696278030239178 0.0026417358693569771 0.0002953765041454755 0.0012095046791030452 0.001349009105524916 0.0017222214390529068 0.00070554707319878107 0.00092760012620873421 0.002747910652100608 0.0026786452946971611 0.001662742487948124 0.0020810978381955387 0.0012634897895627251 0.0024931476114658504 0.0016021409882695553 0.0021926207538895295 0.0022714874068246881 0.0019233327882291272 0.0019818944662025315 0.0021373077145924752 0.0023043569002486625 0.0023280743445045276 0.0025851376971610385
leaf_weight=93 57 79 93 90 74 103 90 62 62 59 53 53 99 60 630 54 128 52 69 71 177 79
leaf_count=93 57 79 93 90 74 103 90 62 62 59 53 53 99 60 630 54 128 52 69 71 177 79
internal_value=0 0.00132051 0.00184004 0.000991181 0.00215226 0.00115467 0.00135306 0.00220504 0.00218182 0.00218477 0.00162059 0.00174466 0.00222372 0.00214896 0.0021872 0.00195396 0.00214719 0.00237909 0.00192275 0.00233 0.00224962 0.00245247
internal_weight=0 678 263 415 1709 336 233 1513 1451 170 143 196 1358 917 857 113 758 441 143 379 229 150
internal_count=2387 678 263 415 1709 336 233 1513 1451 170 143 196 1358 917 857 113 758 441 143 379 229 150
is_linear=0
shrinkage=0.0032998


Tree=3088
num_leaves=17
num_cat=0
split_feature=30 2 43 0 0 0 0 13 13 12 9 1429 0 1456 133 2
split_gain=1.38796 0.903951 0.915548 1.21028 0.765696 0.916149 0.846975 0.799985 0.698573 0.678052 1.07848 0.78242 1.00085 0.642106 0.450885 0.248367
threshold=0.085875000000000021 0.10272000000000002 -0.0088849999999999988 -0.11912999999999999 -0.10490499999999998 -0.21196999999999996 0.0037850000000000002 -0.053824999999999991 -0.012899999999999998 -0.085209999999999994 0.081890000000000004 0.084690000000000015 0.048655000000000011 -0.14739999999999998 -0.0081099999999999974 0.12611000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 5 -4 7 -6 15 -1 11 12 13 -11 -15 -5
right_child=-2 2 4 8 6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17
leaf_value=-8.7850843652775563e-05 -0.0039135090968693293 -0.0066948632150311636 0.0016127773021512122 0.0022032662653898119 -0.0047082281832287343 0.010119233444434588 0.006099877945383061 0.0034344080658329354 -0.0015706578697631667 -0.00092126168879180261 0.011709085055608977 7.6316044588288471e-05 0.011558625634604868 0.0059964809137285852 0.0040348839963521002 0.0066310305277829254
leaf_weight=80 60 54 52 78 61 84 77 61 97 54 53 99 52 437 933 55
leaf_count=80 60 54 52 78 61 84 77 61 97 54 53 99 52 437 933 55
internal_value=0 0.00382839 0.00218033 7.79866e-05 0.00396102 0.00687071 0.00196979 -0.00063251 0.00167047 0.00442535 0.00464746 0.00440948 0.00469976 0.00444892 0.00466098 0.00403833
internal_weight=0 2327 619 284 335 136 199 122 230 1708 1628 1575 1476 1424 1370 133
internal_count=2387 2327 619 284 335 136 199 122 230 1708 1628 1575 1476 1424 1370 133
is_linear=0
shrinkage=0.050286


Tree=3089
num_leaves=27
num_cat=0
split_feature=1 1 16 147 1 12 123 150 402 0 0 51 12 1447 15 402 16 129 16 133 133 0 12 16 0 52
split_gain=0.944008 1.02169 0.871688 1.35955 0.598382 0.885098 0.984997 0.594141 0.493723 0.722686 0.524792 0.817119 0.718348 0.507419 0.353582 0.319263 0.295917 0.290046 0.371507 0.331784 0.501595 0.700352 0.517288 0.361906 0.473882 0.220543
threshold=0.091275000000000009 0.14720000000000003 0.26391000000000003 0.087070000000000022 0.13301500000000002 -0.010219999999999998 0.083905000000000021 1.0000000180025095e-35 0.086055000000000006 -0.079954999999999984 -0.10147999999999999 -0.014989999999999998 0.085635000000000003 -0.085804999999999979 -0.094449999999999992 0.10999000000000002 0.029300000000000003 0.048480000000000009 -0.070454999999999976 -0.0081099999999999974 0.078935000000000019 -0.086034999999999986 0.084055000000000005 -0.088869999999999991 -0.082234999999999989 -0.54159499999999994
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=8 2 3 4 5 6 -2 16 10 15 11 -1 -13 -12 -8 -10 -7 19 -19 23 21 -21 -22 -15 -25 -4
right_child=1 -3 25 -5 -6 7 14 -9 9 -11 13 12 -14 17 -16 -17 -18 18 -20 20 22 -23 -24 24 -26 -27
leaf_value=0.00081390800054521341 -0.012741316077954673 0.011974306643405451 0.0047514904199690428 0.011289270350205173 -0.0067209855533642083 0.005453906770066584 -0.0044528496673949709 -0.0045969401132455942 0.0093743989099368541 0.017152436469702683 -0.0023226584073685694 0.017053453799610461 0.0053919526284935621 0.0035485668183697903 0.0045698079925532015 0.0022176658468863433 -0.00076739239081536931 0.0051896256867306227 -0.0030670894219046695 0.0091675531733198257 0.01197404893639873 -0.0001129209366245006 0.0050685532241501845 0.0146658545955744 0.0059578454646464791 0.011606859556713148
leaf_weight=52 55 64 61 65 82 223 52 56 100 53 60 79 54 72 53 61 58 76 58 64 79 211 393 75 77 54
leaf_count=52 55 64 61 65 82 223 52 56 100 53 60 79 54 72 53 61 58 76 58 64 79 211 393 75 77 54
internal_value=0 0.00253926 0.00174259 0.00062788 -0.000567561 0.000446023 -0.00431325 0.00270808 0.00579419 0.00926849 0.00524284 0.0090939 0.0123249 0.00463058 9.35401e-05 0.006668 0.00416684 0.00500889 0.00160963 0.00547714 0.00468757 0.00204388 0.0062261 0.00810647 0.01026 0.00797775
internal_weight=0 823 759 644 579 497 160 337 1564 214 1350 185 133 1165 105 161 281 1105 134 971 747 275 472 224 152 115
internal_count=2387 823 759 644 579 497 160 337 1564 214 1350 185 133 1165 105 161 281 1105 134 971 747 275 472 224 152 115
is_linear=0
shrinkage=0.0777412


Tree=3090
num_leaves=19
num_cat=0
split_feature=3 13 403 4 16 4 1420 3 16 16 4 52 42 16 4 3 15 4
split_gain=2.21959 3.03058 1.01943 0.880004 0.890901 0.707179 0.611481 0.711521 0.948014 1.18008 1.68297 0.695086 0.656835 0.560662 0.509372 0.444273 0.406734 0.334535
threshold=0.11745500000000002 -0.11122999999999998 -0.11087499999999999 0.24099500000000004 -0.41574999999999995 0.42953500000000006 -0.080064999999999983 0.077930000000000013 -1.0000000180025095e-35 0.25761500000000009 -0.10429499999999998 -0.092264999999999986 0.087195000000000009 -0.07662999999999999 -0.08347499999999998 -0.086264999999999994 -1.0000000180025095e-35 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 13 6 5 -5 -4 8 11 10 -10 -8 -13 14 -1 -11 -9 -2
right_child=1 -3 3 4 -6 -7 7 16 9 15 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.00026474218113372623 -0.001832856594930406 -0.014963237742476012 0.0092440992431235824 -0.0021342687191823972 -0.0065195602598457792 0.006255031269710205 0.0095339615524152044 0.0038274344954666159 -0.0097114356149389479 0.0068607922577535851 0.00055784200752004092 0.0019297033087215742 0.0051528198765592257 0.010387966051715335 0.0070193142836913339 0.001377266300269401 0.010892969060759164 0.0044742537654114747
leaf_weight=52 55 58 52 78 70 63 61 59 76 86 204 636 336 87 92 128 55 62
leaf_count=52 55 58 52 78 70 63 61 59 76 86 204 636 336 87 92 128 55 62
internal_value=0 -0.00395012 0.00295048 0.00250151 -0.00108424 0.00160968 0.00294878 0.00274891 0.00241308 0.000288822 -0.00222729 0.00342833 0.00304451 0.00664833 0.00438459 0.00358387 0.00724176 0.001504
internal_weight=0 175 2135 1904 211 141 1693 1641 1527 494 280 1033 972 231 144 214 114 117
internal_count=2310 175 2135 1904 211 141 1693 1641 1527 494 280 1033 972 231 144 214 114 117
is_linear=0
shrinkage=0.0589181


Tree=3091
num_leaves=13
num_cat=0
split_feature=3 15 39 3 48 0 1419 47 13 133 39 12
split_gain=36.8783 20.5502 8.82015 8.22854 3.89133 2.54551 2.4541 2.17866 1.6546 1.54141 1.25207 1.12996
threshold=0.30112000000000005 -0.40312499999999996 0.081875000000000017 0.10812000000000001 0.092265000000000014 -0.072364999999999985 1.0000000180025095e-35 0.11227500000000001 0.024780000000000003 -0.0011249999999999999 0.088025000000000006 0.090465000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 6 5 -4 7 8 11 -10 -1 -3
right_child=-2 2 4 -5 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=0.0012642375208993001 0.00029432159450122803 0.0024463747015830376 0.0023239404177114978 0.0013004813823177086 0.00094896440312121192 0.0014470622998984909 0.0028559018791378911 0.001757325133910278 0.0016446561697704199 0.0022345683284481703 0.00066254975603825459 0.002264733308214494
leaf_weight=73 102 919 65 73 58 59 84 62 52 207 58 498
leaf_count=73 102 919 65 73 58 59 84 62 52 207 58 498
internal_value=0 0.0021696 0.00224347 0.00230507 0.00160186 0.00190698 0.00234531 0.00232061 0.00234143 0.00211626 0.00099809 0.00238256
internal_weight=0 2208 2077 1895 182 124 1822 1738 1676 259 131 1417
internal_count=2310 2208 2077 1895 182 124 1822 1738 1676 259 131 1417
is_linear=0
shrinkage=0.0030485


Tree=3092
num_leaves=22
num_cat=0
split_feature=1 4 40 13 0 150 0 0 49 11 4 156 475 49 51 43 43 13 0 1212 0
split_gain=1.88113 1.44751 1.35175 1.80516 0.768464 0.82911 0.818671 1.26837 0.714745 0.853008 1.9496 0.683939 0.566441 0.994099 0.614804 0.571463 0.444416 0.404377 0.523699 0.509561 0.0894658
threshold=0.098370000000000027 -0.14538499999999996 -0.064864999999999992 -0.0094049999999999984 -0.043914999999999989 0.092390000000000014 -0.14216999999999999 -0.10417499999999999 -0.13220999999999997 0.078340000000000007 -0.47860499999999995 0.083125000000000018 -0.08323499999999999 1.0000000180025095e-35 0.081440000000000026 -0.00045499999999999995 -0.07088499999999999 0.016935000000000002 -0.075424999999999978 0.040035000000000008 -0.082954999999999987
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=8 11 3 -3 5 6 -4 -8 -1 10 -10 -2 13 -12 17 20 -9 19 -19 -14 -16
right_child=1 2 4 -5 -6 -7 7 16 9 -11 12 -13 14 -15 15 -17 -18 18 -20 -21 -22
leaf_value=0.011274595208083413 0.012147787530718978 0.011196450105105626 -0.0064843542844305237 -0.0042664549186954741 -0.0095112013780869163 -0.009585562477800829 0.010292409536481863 0.0023409955601979824 0.015779980688562869 -0.0041635750106512161 -0.0047001079444919667 0.0015799539930394521 0.0043533372041084616 0.0067178229903623902 0.0050078326530127726 -0.0041537290038564951 -0.0049291498921936999 0.0044508904619814486 -0.0032926827069638689 0.0081258712887567492 0.001381964435441057
leaf_weight=56 52 71 73 58 72 52 52 66 58 55 85 52 852 52 62 69 77 96 60 185 55
leaf_count=56 52 71 73 58 72 52 52 66 58 55 85 52 852 52 62 69 77 96 60 185 55
internal_value=0 -0.000135066 -0.00153483 0.00423875 -0.00343659 -0.00206763 -0.000606332 0.0015906 0.00404241 0.00379336 0.00407184 0.00687055 0.00362345 -0.000361226 0.00401982 0.000537024 -0.00156884 0.00456224 0.00146814 0.00502702 0.0033093
internal_weight=0 625 521 129 392 320 268 195 1685 1629 1574 104 1516 137 1379 186 143 1193 156 1037 117
internal_count=2310 625 521 129 392 320 268 195 1685 1629 1574 104 1516 137 1379 186 143 1193 156 1037 117
is_linear=0
shrinkage=0.0650503


Tree=3093
num_leaves=19
num_cat=0
split_feature=1 133 2 1 12 51 16 16 49 11 475 51 157 160 12 133 12 2
split_gain=1.3014 0.535011 0.700743 0.591934 0.531611 0.747604 1.24892 1.04873 0.49421 0.590274 0.472694 0.409411 0.320335 0.413678 1.40405 0.337244 0.218432 0.188863
threshold=0.098370000000000027 -0.039759999999999997 0.14721500000000001 0.13752500000000004 -0.082514999999999991 1.0000000180025095e-35 0.51148500000000008 -1.0000000180025095e-35 -0.13220999999999997 0.078340000000000007 -0.085774999999999976 0.081440000000000026 -0.086079999999999976 -0.080669999999999978 0.083935000000000023 -0.27466499999999994 0.084760000000000016 0.091335000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 -3 6 7 -6 -1 10 -10 12 -12 14 -14 -15 -13 -18
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 11 16 13 15 -16 -17 17 -19
leaf_value=0.0097560346364054442 -0.0053613508216099302 0.0051060517641622382 -0.0054447644838214208 0.0083368112989962856 -0.0015312245201920534 0.0047240570292308324 0.0053633647227101389 -0.012585809068485372 -0.0016062197086156482 -0.0036027886229537806 0.0089770964636231489 -0.0027326454455994633 -0.0084001455387590213 0.00065314879435152281 0.0043607770557588079 0.0049358159544047554 0.0049938175068090862 -4.9222365074014792e-05
leaf_weight=56 78 98 75 53 105 88 65 63 78 55 62 55 52 93 164 934 64 72
leaf_count=56 78 98 75 53 105 88 65 63 78 55 62 55 52 93 164 934 64 72
internal_value=0 -0.00011668 0.000629868 0.00159665 0.000742349 -0.000587621 -0.00259685 -0.00568099 0.00349816 0.00328259 0.00352364 0.00379159 0.00422006 0.0039822 0.00128536 0.0045487 0.000860313 0.00231866
internal_weight=0 625 547 472 419 321 233 168 1685 1629 1574 1496 1305 1243 216 1027 191 136
internal_count=2310 625 547 472 419 321 233 168 1685 1629 1574 1496 1305 1243 216 1027 191 136
is_linear=0
shrinkage=0.0676784


Tree=3094
num_leaves=27
num_cat=0
split_feature=1 52 3 0 124 2 12 159 52 0 2 52 2 1429 12 13 4 1429 15 2 12 15 4 1 47 0
split_gain=33.6189 10.0762 4.25205 3.40558 2.55221 2.1996 2.10205 2.0692 2.20071 3.04501 1.79603 1.70202 1.36993 1.03782 1.01198 1.00751 0.766077 0.758673 0.723043 0.749044 1.06168 0.631898 0.611096 0.586557 0.48678 0.384466
threshold=0.10491000000000002 -0.40011499999999994 -0.055839999999999994 -0.023359999999999995 -0.085309999999999983 0.088210000000000025 -0.082514999999999991 0.082585000000000006 0.087555000000000008 -0.13314999999999996 0.11891500000000001 0.39765000000000006 0.10575500000000002 0.057970000000000008 0.10321000000000001 -0.023454999999999997 -0.21586499999999997 0.083960000000000021 -0.030229999999999996 0.084945000000000007 0.083785000000000012 0.091435000000000002 -0.010189999999999999 0.090150000000000022 0.077555000000000013 -0.081964999999999996
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=4 -2 12 6 -1 11 -4 8 9 -7 -8 17 -3 16 21 -9 -11 18 23 20 -20 22 -10 24 -6 -21
right_child=1 2 3 -5 5 7 10 15 14 13 -12 -13 -14 -15 -16 -17 -18 -19 19 25 -22 -23 -24 -25 -26 -27
leaf_value=0.0014285726525158477 0.0024372323224012399 0.0018346702320508658 0.001340678431286811 5.7365630988010137e-05 0.0020791336774624658 0.0010765558992409442 0.0011078435594213691 0.0021543143460323634 0.0026278524368237646 0.0014647982550155269 0.00044127159022127352 0.0017218376192949384 0.0011592000104775643 0.0022675353964790299 0.0018224680350821853 0.0027290689964369732 0.0019016333467765374 0.0019101914519677413 0.0028353770465210991 0.0021130907399354872 0.0023805925671954659 0.0020650056978064706 0.0021865903116168096 0.0018450018346637715 0.0024718849400280816 0.0024234763855208747
leaf_weight=54 59 67 98 52 77 53 78 77 70 52 93 59 60 69 69 56 238 52 65 139 339 93 65 52 61 63
leaf_count=54 59 67 98 52 77 53 78 77 70 52 93 59 60 69 69 56 238 52 65 139 339 93 65 52 61 63
internal_value=0 0.00118008 0.00101444 0.00081596 0.00212319 0.00214462 0.000962474 0.00202514 0.00195542 0.00180189 0.000745524 0.00225549 0.00151582 0.00190888 0.00216827 0.00239658 0.00182342 0.00229258 0.00231752 0.00237264 0.00245385 0.00227277 0.00241565 0.00214151 0.00225299 0.00221007
internal_weight=0 507 448 321 1803 1749 269 842 709 412 171 907 127 359 297 133 290 848 796 606 404 228 135 190 138 202
internal_count=2310 507 448 321 1803 1749 269 842 709 412 171 907 127 359 297 133 290 848 796 606 404 228 135 190 138 202
is_linear=0
shrinkage=0.0032351


Tree=3095
num_leaves=20
num_cat=0
split_feature=4 12 3 3 42 15 12 4 0 4 4 49 16 16 42 12 0 0 4
split_gain=41.0537 12.1702 5.88006 6.52223 5.54801 2.83645 2.1493 2.07549 1.78924 1.74881 1.60932 1.08524 1.06623 0.785094 1.58237 0.714391 0.470814 0.364978 0.218564
threshold=0.30163500000000004 1.0000000180025095e-35 0.11372500000000001 -0.0035149999999999995 -0.0043149999999999994 -0.41309499999999993 0.13032500000000005 0.032965000000000001 -0.14857499999999998 0.51400500000000016 -0.42305999999999994 -0.014169999999999999 -0.10346499999999999 0.0031900000000000006 0.093045000000000003 0.083725000000000008 -0.067094999999999988 -0.10803999999999998 -0.0099999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 10 -5 -2 -3 18 17 15 -15 -13 -6 -9 -12
right_child=5 6 -4 8 16 -7 -8 12 -10 -11 11 13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0023286932966831431 0.0014497575186277957 0.0028822531620413191 0.00097635556342093983 0.0020167492733578207 0.0013123643481956562 0.00044019743464524463 0.0017295638139073009 0.0024619124977405859 0.0026794443542436934 0.00076639419700458517 0.0019267230623656359 0.002092697745810571 0.0018348145403418439 0.0020753679142996493 0.0026280167536689302 0.0024691199002163035 0.00090801908253378442 0.0021046079723594916 0.0022184249336100795
leaf_weight=54 81 68 83 78 56 99 57 58 88 71 54 55 103 171 76 917 62 62 56
leaf_count=54 81 68 83 78 56 99 57 58 88 71 54 55 103 171 76 917 62 62 56
internal_value=0 0.00221603 0.00173359 0.00191944 0.00148609 0.000858532 0.00233712 0.00235848 0.00236826 0.00113078 0.00240399 0.00237949 0.00207323 0.00240689 0.00224555 0.00244786 0.0011002 0.00227759 0.00207553
internal_weight=0 2098 421 338 172 251 1677 1620 166 152 1397 1329 223 1219 247 972 118 120 110
internal_count=2349 2098 421 338 172 251 1677 1620 166 152 1397 1329 223 1219 247 972 118 120 110
is_linear=0
shrinkage=0.00317166


Tree=3096
num_leaves=16
num_cat=0
split_feature=2 13 13 133 158 11 41 123 2 16 2 42 16 16 13
split_gain=1.34019 0.984129 0.614752 0.675449 0.594439 0.58887 0.833513 0.618772 0.859431 0.480297 0.398704 0.399153 0.280423 0.325676 0.300218
threshold=0.10859000000000001 0.10068000000000001 0.11671500000000001 -0.41951999999999995 0.112085 0.082245000000000013 0.075585000000000013 0.085290000000000019 -1.0000000180025095e-35 -0.076269999999999991 0.14823500000000003 0.096295000000000019 -0.034109999999999994 0.40052000000000004 -0.054464999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 5 6 7 8 -5 -4 11 12 14 -14 -2
right_child=1 -3 9 4 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0083973123129751862 -0.00054277257208851259 -0.0069195042091369013 0.0041159173896423229 -0.0039208964137134985 0.008947345304227779 -0.0034025963174589783 0.0099563870538702508 0.0091392547718705357 0.002858482689028169 0.01235708023487965 -0.002905126351663912 0.0054743291438180668 -0.0044243309510666722 0.0019086723636751479 0.0056313262059718349
leaf_weight=94 54 67 55 74 62 55 63 55 1364 52 76 91 63 59 65
leaf_count=94 54 67 55 74 62 55 63 55 1364 52 76 91 63 59 65
internal_value=0 -3.28992e-05 0.00361112 0.00333729 0.00305259 0.00282532 0.00304588 0.00275384 0.00250916 0.00812708 0.00109639 0.00201437 0.000705191 -0.00135629 0.00282414
internal_weight=0 475 1874 1767 1673 1611 1556 1493 1438 107 408 332 241 122 119
internal_count=2349 475 1874 1767 1673 1611 1556 1493 1438 107 408 332 241 122 119
is_linear=0
shrinkage=0.0612984


Tree=3097
num_leaves=14
num_cat=0
split_feature=4 2 14 4 3 13 3 403 42 4 1209 1 3
split_gain=1.38875 0.9604 0.783405 1.02624 0.831755 0.864621 0.757852 0.969832 0.740129 0.694133 0.619913 0.50516 0.491043
threshold=-0.51381999999999983 0.15630500000000003 -1.0000000180025095e-35 0.50569000000000008 0.11372500000000001 -0.40078499999999995 -0.09224499999999998 -0.012634999999999999 -0.14509999999999998 0.27161500000000005 0.083050000000000013 0.10044000000000002 -0.15002999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -4 -8 10 -10 12 -9
right_child=1 -3 4 -5 5 -7 8 11 9 -11 -12 -13 -14
leaf_value=0.01374263876193728 0.0147889839767827 -0.0057665702827813733 -0.0061550579471762032 0.0013614629223617199 0.0021220250319462248 -0.0097924110171169077 0.011489380618919158 -0.0049476826012272851 0.0030346587188015226 -0.0034553860724183759 0.0084251235458270551 0.0063815170287401402 0.0022532156926583862
leaf_weight=53 57 66 93 52 64 53 52 64 1373 73 110 86 153
leaf_count=53 57 66 93 52 64 53 52 64 1373 73 110 86 153
internal_value=0 0.00243663 0.00267974 0.00838996 0.00238594 -0.00326881 0.00271645 9.45308e-06 0.00338264 0.00311125 0.00343499 0.00190396 0.000126052
internal_weight=0 2296 2230 109 2121 117 2004 396 1608 1556 1483 303 217
internal_count=2349 2296 2230 109 2121 117 2004 396 1608 1556 1483 303 217
is_linear=0
shrinkage=0.0690319


Tree=3098
num_leaves=19
num_cat=0
split_feature=4 2 11 2 2 15 4 51 2 42 42 42 4 42 1429 130 2 2
split_gain=41.6887 17.2619 4.63855 5.89362 6.60252 2.17469 2.5247 1.8313 1.56521 1.45001 2.57808 1.39659 1.20657 0.941318 0.811847 0.802386 0.426578 0.422677
threshold=0.30163500000000004 0.12051500000000002 0.077415000000000012 -0.007134999999999999 0.10527500000000002 -0.41606999999999994 0.41555500000000006 0.015475000000000001 0.090000000000000011 0.082115000000000007 -0.0060199999999999993 0.080060000000000006 0.51400500000000016 -1.0000000180025095e-35 0.084690000000000015 -0.004324999999999999 0.095620000000000011 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 12 -7 -3 14 10 -10 13 -2 -6 15 -5 -11 -4
right_child=5 7 17 4 11 6 -8 -9 9 16 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00096592709257954581 0.0010127306493909185 0.0011043346487252912 0.0027725218047959005 0.0023258879776867089 0.001497026799316547 0.00062168967639441056 -0.00038626038045617896 0.00034805101342312496 0.00198290350922779 0.0021470269894693947 0.0013164609030296233 0.0017219530550119525 0.00042503837285171785 0.00091644738034214247 0.0017100388642626581 0.0020664238753405166 0.0018581713908409467 0.002370123113643415
leaf_weight=67 76 72 60 148 52 52 52 63 137 151 110 80 71 68 59 890 87 54
leaf_count=67 76 72 60 148 52 52 52 63 137 151 110 80 71 68 59 890 87 54
internal_value=0 0.00187105 0.00194802 0.0019089 0.00194433 0.000475785 0.000117383 0.000751658 0.0020144 0.00186069 0.00168625 0.00138995 0.000729114 0.00116832 0.00208232 0.00210345 0.00204158 0.00258221
internal_weight=0 2098 1963 1849 1782 251 104 135 1582 485 247 200 147 120 1097 1038 238 114
internal_count=2349 2098 1963 1849 1782 251 104 135 1582 485 247 200 147 120 1097 1038 238 114
is_linear=0
shrinkage=0.0032351


Tree=3099
num_leaves=25
num_cat=0
split_feature=2 2 2 2 15 15 15 2 49 159 43 52 47 42 49 2 151 481 160 15 49 43 43 42
split_gain=48.5127 18.3724 8.3916 6.94214 3.23891 2.37214 2.0972 1.98587 1.48606 2.19341 1.43928 2.46021 1.2649 1.1343 1.01585 0.997462 0.742566 0.63955 1.29747 0.622872 0.585311 0.559406 0.614508 0.277787
threshold=0.12051500000000002 -1.0000000180025095e-35 0.15630500000000003 0.10859000000000001 -0.10312999999999999 -0.083359999999999976 0.016500000000000004 -0.045829999999999989 0.076585000000000014 0.082585000000000006 -1.0000000180025095e-35 -0.101225 0.078875000000000015 0.088775000000000007 0.093350000000000002 0.095935000000000006 -0.081864999999999979 -0.08452999999999998 -0.016164999999999995 -0.043644999999999996 0.018515000000000004 -0.084059999999999982 0.0054600000000000004 -0.086219999999999977
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 7 4 6 -2 -5 8 -1 10 12 15 -12 14 -7 -10 16 -3 -8 -19 -13 -6 23 -23 -20
right_child=2 3 -4 5 20 13 17 -9 9 -11 11 19 -14 -15 -16 -17 -18 18 21 -21 -22 22 -24 -25
leaf_value=0.0009937077987505964 0.00021294925804865185 0.0021653924181765129 -0.00067231649633126131 0.000863610729130138 0.00082171638853580141 0.0013726132092288163 0.0017637733442730993 0.0001921036583989513 0.0020933941372317305 0.0025591268179079234 0.0021595278172802553 0.0015154322482540214 0.0023114355910423749 0.0019815955632268476 0.0015604098031066457 0.0014758046930906407 0.0018529079138656509 0.0024972086142537047 0.0020361543028395534 0.0010732803326228533 0.0013197403101249732 0.0022125598479179665 0.0019609782549437705 0.0017238478816767532
leaf_weight=96 89 127 68 71 52 89 54 52 63 76 54 85 63 54 105 54 250 97 69 60 52 352 156 61
leaf_count=96 89 127 68 71 52 89 54 52 63 76 54 85 63 54 105 54 250 97 69 60 52 352 156 61
internal_value=0 0.00183334 0.000324237 0.00191885 0.000675537 0.00135774 0.0019884 0.000712301 0.0018825 0.00207149 0.00179036 0.00155725 0.0019109 0.00160282 0.00176049 0.0018979 0.00195827 0.00211411 0.0021398 0.00133272 0.00107107 0.00208541 0.00213537 0.00188988
internal_weight=0 2088 261 1940 193 214 1726 148 937 307 630 199 231 143 168 431 377 789 735 145 104 638 508 130
internal_count=2349 2088 261 1940 193 214 1726 148 937 307 630 199 231 143 168 431 377 789 735 145 104 638 508 130
is_linear=0
shrinkage=0.0032998


Tree=3100
num_leaves=21
num_cat=0
split_feature=1 1 3 3 52 3 150 1 11 1 3 43 43 133 155 1 52 43 13 43
split_gain=28.0424 4.85062 4.31918 3.82687 2.19231 2.10051 2.05912 1.93987 1.37713 0.936722 0.776035 0.755373 0.837261 0.719179 0.878104 0.886365 0.531073 0.637046 0.505373 0.262046
threshold=0.11695500000000002 0.10335000000000001 -0.055839999999999994 -0.029309999999999996 -0.063789999999999986 0.0025650000000000004 0.089155000000000012 0.085425000000000015 1.0000000180025095e-35 0.14262000000000002 -0.14619999999999997 0.065040000000000014 0.15737500000000001 0.089625000000000024 0.080580000000000013 0.092415000000000011 -0.0086049999999999998 -0.078059999999999977 -0.029529999999999997 -0.080044999999999991
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 6 -2 10 -4 -5 8 -8 11 -6 -3 13 -13 14 15 -1 17 -15 -14 -18
right_child=2 3 4 5 9 -7 7 -9 -10 -11 -12 12 18 16 -16 -17 19 -19 -20 -21
leaf_value=0.0020342725522325385 0.0014575317666735549 0.0016443514459890116 -1.4975727755744373e-06 0.00058313717661894425 0.00094732942370008501 0.0014118877937643907 0.0018865003955064494 0.0010952171885536956 0.0023459182694818524 0.00043193995188683476 0.0021832276362257056 0.0014392740260144876 0.0020763303020243547 0.0019022718517089866 0.0024173014607174123 0.0017375993565388111 0.001798231203703312 0.0013985627375651525 0.0016619523924715494 0.0020168257896054035
leaf_weight=868 80 60 52 52 103 84 78 56 99 58 54 60 76 55 56 122 98 52 54 156
leaf_count=868 80 60 52 52 103 84 78 56 99 58 54 60 76 55 56 122 98 52 54 156
internal_value=0 0.00188556 0.000816337 0.00146232 0.00057535 0.00109527 0.00194336 0.00155607 0.00197394 0.000761876 0.00189991 0.00195086 0.00175775 0.00197691 0.00202024 0.00199775 0.00185126 0.0016578 0.00190447 0.00193262
internal_weight=0 2080 293 250 213 136 1830 134 1696 161 114 1597 190 1407 1046 990 361 107 130 254
internal_count=2373 2080 293 250 213 136 1830 134 1696 161 114 1597 190 1407 1046 990 361 107 130 254
is_linear=0
shrinkage=0.0032351


Tree=3101
num_leaves=11
num_cat=0
split_feature=49 149 40 4 48 124 13 448 3 1
split_gain=0.94238 0.874592 1.04746 0.66565 0.888778 0.739308 0.717998 0.646479 1.02113 0.768273
threshold=-0.15562499999999999 0.075040000000000009 0.051255000000000002 0.27552000000000004 0.10866500000000003 -1.0000000180025095e-35 -0.006219999999999999 -0.050549999999999991 0.11191000000000002 0.11000000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -7 -2 9 -9
right_child=1 -3 -4 5 -6 6 -8 8 -10 -11
leaf_value=-0.0039270742353145413 0.012875089655894187 0.014885861650752735 -0.0058045512683235143 0.0085484721088863944 0.012970300324503754 -0.0069515669075865746 0.003454259357387321 0.0049318818795954658 -0.0044223739277189124 0.012204923437627295
leaf_weight=69 62 52 52 56 90 76 78 1684 65 89
leaf_count=69 62 52 52 56 90 76 78 1684 65 89
internal_value=0 0.00510597 0.00487978 0.00513269 0.00556346 0.0010468 -0.0016758 0.00521218 0.00495325 0.00529743
internal_weight=0 2304 2252 2200 1990 210 154 1900 1838 1773
internal_count=2373 2304 2252 2200 1990 210 154 1900 1838 1773
is_linear=0
shrinkage=0.0762168


Tree=3102
num_leaves=11
num_cat=0
split_feature=0 0 13 13 11 475 0 41 13 3
split_gain=1.23529 0.782309 0.753924 0.989739 1.16811 0.771756 0.881481 0.486656 0.472633 0.659975
threshold=0.12411500000000002 -0.23141499999999995 -0.48634999999999995 -0.17933499999999997 0.080705000000000013 -1.0000000180025095e-35 0.0037850000000000002 0.07677500000000001 -0.0018299999999999998 -0.079594999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 8 7 -7 9 -5
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11
leaf_value=0.010639596100711607 -0.003835711864383866 0.010566664836549316 -0.004042639562828197 0.0064631698191957802 0.010162975962514992 0.0026967196167641209 -0.0040772894701940933 0.0087961289851991396 0.010206291534054486 -0.00093236477366529077
leaf_weight=60 91 56 71 186 97 1545 74 53 77 63
leaf_count=60 91 56 71 186 97 1545 74 53 77 63
internal_value=0 0.00358944 0.00339876 0.00321314 0.00345935 0.00313357 0.00259026 0.00289943 0.00591808 0.00458933
internal_weight=0 2282 2222 2166 2095 1998 1672 1598 326 249
internal_count=2373 2282 2222 2166 2095 1998 1672 1598 326 249
is_linear=0
shrinkage=0.0625243


Tree=3103
num_leaves=13
num_cat=0
split_feature=1 42 123 376 483 14 1446 43 42 3 130 43
split_gain=0.618511 0.502209 0.498405 1.38049 0.619468 1.25389 0.756841 0.727391 0.498084 0.462109 0.33078 0.162734
threshold=0.14882500000000001 -0.093464999999999979 0.09338500000000001 0.084195000000000006 0.085510000000000017 -0.073114999999999986 0.086320000000000022 -0.20207499999999998 0.084775000000000003 0.11372500000000001 0.09567500000000001 -0.060799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 -3 8 -7 -6 -9 11 -1
right_child=-2 2 -4 -5 6 7 -8 9 -10 -11 -12 -13
leaf_value=0.011630948668484895 -0.0048799431989871135 0.013258049694379822 -0.0034935351309415426 0.015854457916577348 0.014457654518868037 -0.0052284132996540736 -0.00059009399779360119 0.0029221287438718556 0.0058030404713799409 -0.0026321245985155861 0.0026694871122935368 0.0060530251590693402
leaf_weight=84 53 65 64 53 74 75 58 1547 89 96 63 52
leaf_count=84 53 65 64 53 74 75 58 1547 89 96 63 52
internal_value=0 0.00360721 0.00325615 0.00346656 0.00313852 0.00265657 0.00702313 0.00225498 0.00973722 0.00259709 0.0073447 0.00950432
internal_weight=0 2320 2121 2057 2004 1783 221 1718 163 1643 199 136
internal_count=2373 2320 2121 2057 2004 1783 221 1718 163 1643 199 136
is_linear=0
shrinkage=0.0777412


Tree=3104
num_leaves=11
num_cat=0
split_feature=0 1429 49 9 2 0 0 41 42 160
split_gain=0.870305 0.738884 0.937348 0.765176 1.04632 0.731028 0.915048 0.872379 0.480564 0.0783017
threshold=0.12212000000000002 0.084180000000000019 -0.15562499999999999 -0.074254999999999988 -0.007134999999999999 -0.23091999999999999 -0.16242999999999996 0.07831500000000001 0.086355000000000015 -0.063919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8 9 -3
right_child=-2 8 3 4 5 6 7 -9 -10 -11
leaf_value=-0.0060634581255140148 -0.0038609131541443276 0.01244855127356388 0.011432434558014862 -0.0053895604245484292 0.011030410220906853 -0.0050707020153046792 0.002702403660214668 0.010886385920896757 0.0021177895729373661 0.0084485782388344227
leaf_weight=63 102 53 52 81 56 75 1715 70 54 52
leaf_count=63 102 53 52 81 56 75 1715 70 54 52
internal_value=0 0.00291755 0.00256155 0.00282712 0.00260266 0.00294094 0.00269697 0.00302377 0.00764147 0.0104749
internal_weight=0 2271 2112 2049 1997 1916 1860 1785 159 105
internal_count=2373 2271 2112 2049 1997 1916 1860 1785 159 105
is_linear=0
shrinkage=0.0718208


Tree=3105
num_leaves=10
num_cat=0
split_feature=9 14 13 9 2 156 2 1 1
split_gain=1.11363 0.674226 0.733714 0.658816 0.63938 0.673452 0.858722 0.601257 0.453615
threshold=-1.0000000180025095e-35 0.019675000000000002 0.25137500000000007 0.087755000000000014 0.15518000000000001 0.11538000000000002 0.12454500000000002 0.11481500000000001 0.12450500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8
right_child=1 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.0059080686592354742 0.0018803651871306041 0.0073302990263093785 -0.0049132150365211718 -0.0050717528992189169 0.0088568966764636624 0.0075280686308509164 0.00067543077968214044 0.0075403451691974715 -0.0065797210026615465
leaf_weight=74 1711 94 64 52 57 86 68 80 72
leaf_count=74 1711 94 64 52 57 86 68 80 72
internal_value=0 0.00203906 0.00181164 0.0020144 0.00219239 0.00200372 0.00175733 0.00213356 -0.00305093
internal_weight=0 2284 2190 2126 2074 2017 1931 1791 140
internal_count=2358 2284 2190 2126 2074 2017 1931 1791 140
is_linear=0
shrinkage=0.0637748


Tree=3106
num_leaves=21
num_cat=0
split_feature=1 3 4 39 2 2 147 2 3 16 52 1 4 52 16 484 1 160 16 2
split_gain=43.4767 7.10301 4.93715 4.22488 4.11451 3.51196 3.05526 2.20011 3.68275 1.61494 2.27908 1.31661 1.24339 1.20532 0.983618 1.72097 0.979169 0.969203 0.733968 0.686241
threshold=0.10915500000000002 -0.06340999999999998 0.05864500000000001 0.081875000000000017 0.13880500000000004 -1.0000000180025095e-35 0.087350000000000025 0.10161500000000002 -0.15197999999999998 0.39524000000000009 0.044705000000000002 0.094405000000000003 -0.049744999999999991 -0.025904999999999994 -0.072054999999999994 -0.012019999999999998 0.088340000000000016 0.051820000000000005 -0.039889999999999988 0.090485000000000024
decision_type=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 -3 7 8 -1 10 -9 -5 -12 -7 15 -10 -11 18 -16 -17
right_child=1 4 -4 11 -6 13 -8 9 14 16 12 -13 -14 -15 17 19 -18 -19 -20 -21
leaf_value=0.0029214713795851967 0.0023327824860397868 0.00043984326200665344 0.0011082730862697616 0.0019175008220095274 0.00023889709416576965 0.0016371620294140874 0.0014873677898275834 0.001425849140337874 0.002810795843571075 0.0019731250171404861 0.0017475833270092758 0.0012554486533491768 0.002409585687967771 0.0010343206620766821 0.0018309452547395405 0.0022766831326670347 0.0025151453035645779 0.0023838810697316367 0.0021125327798313539 0.0020015848101486086
leaf_weight=71 55 68 76 52 100 60 65 96 54 72 55 67 56 70 116 527 60 103 427 108
leaf_count=71 55 68 76 52 100 60 65 96 54 72 55 67 56 70 116 527 60 103 427 108
internal_value=0 0.00101895 0.00162263 0.00211356 0.000753459 0.00101317 0.00215092 0.00217561 0.00222999 0.00194998 0.00177779 0.00154503 0.00208187 0.00131281 0.00219319 0.00227552 0.00221975 0.00210534 0.00205244 0.00222995
internal_weight=0 429 131 1929 298 198 1810 1745 1406 339 207 119 111 130 1335 689 132 646 543 635
internal_count=2358 429 131 1929 298 198 1810 1745 1406 339 207 119 111 130 1335 689 132 646 543 635
is_linear=0
shrinkage=0.00310948


Tree=3107
num_leaves=26
num_cat=0
split_feature=4 3 150 156 43 3 0 3 4 49 4 0 0 43 475 13 43 4 51 1185 0 13 51 3 3
split_gain=32.8195 12.5749 4.2511 3.58947 2.7103 3.27112 2.13512 2.05277 2.01855 2.50693 2.41405 1.95427 1.55761 1.52006 1.0213 0.67794 0.651007 0.74172 0.584339 0.470668 0.387034 0.359014 0.333495 0.267024 0.275309
threshold=0.30163500000000004 -0.06340999999999998 0.085310000000000011 0.083125000000000018 -0.049914999999999994 0.13772500000000001 -0.079249999999999987 -0.13088999999999998 -0.0058549999999999991 0.091885000000000008 -0.15450999999999995 -0.099059999999999995 -0.10220499999999998 -0.12584499999999996 -0.082139999999999991 -0.085604999999999987 0.074650000000000008 -0.037969999999999997 -0.28723999999999994 0.085905000000000009 -0.080514999999999989 -0.048554999999999994 0.087505000000000013 -0.085684999999999997 -0.082404999999999992
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=1 6 3 8 -2 11 7 -1 10 -10 -3 -6 -9 -8 -15 23 17 21 -19 20 -17 -16 -4 -14 -25
right_child=4 2 22 -5 5 -7 13 12 9 -11 -12 -13 15 14 16 19 -18 18 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0027087541598202316 0.00039925036608073737 0.0017282174575397123 0.0008156977352642412 0.0022904174729728153 0.0018056815084374908 0.00044161600259684725 0.0015444653858718255 0.0016949905891708065 0.0020838302633199249 0.0013056735766545308 0.00090836016076782872 0.00098633122034783353 0.0025045907966614175 0.0023962980066685223 0.0020051231385625687 0.0020855197284968428 0.0016461729968524365 0.0020305186718254931 0.0015745202589224989 0.0024244347543632264 0.0023629865305302704 0.0022454499035819936 0.0011714466113473176 0.0020940624067901218 0.0023412481676355671
leaf_weight=73 94 63 52 80 52 56 73 64 103 66 78 62 65 64 140 507 53 56 55 53 56 113 52 64 164
leaf_count=73 94 63 52 80 52 56 73 64 103 66 78 62 65 64 140 507 53 56 55 53 56 113 52 64 164
internal_value=0 0.00198715 0.00155324 0.00170232 0.000823514 0.00105791 0.0021211 0.00220403 0.00155045 0.00178013 0.00127491 0.00136036 0.00216613 0.00196447 0.00202814 0.00219926 0.00197156 0.00201885 0.00180487 0.00214001 0.00211318 0.00211259 0.000993891 0.00232372 0.00227201
internal_weight=0 2094 494 390 264 170 1600 1046 310 169 141 114 973 554 481 909 417 364 111 616 563 253 104 293 228
internal_count=2358 2094 494 390 264 170 1600 1046 310 169 141 114 973 554 481 909 417 364 111 616 563 253 104 293 228
is_linear=0
shrinkage=0.00310948


Tree=3108
num_leaves=11
num_cat=0
split_feature=1428 483 151 147 148 1 159 151 42 39
split_gain=0.786235 0.697056 0.867798 0.841809 1.00734 0.843898 0.907059 0.63733 0.627631 0.534695
threshold=0.08653000000000001 0.11579500000000002 0.10365500000000001 0.092070000000000013 -0.077339999999999978 0.12180500000000001 0.095730000000000023 0.0044600000000000013 -0.063329999999999984 0.0095750000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 9 8 -6 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0053469127563678864 0.010306245801663116 0.010100402907205947 -0.0056438701997315313 0.011182304966652018 0.0054066534851218697 -0.0078659868393998016 0.0060730515115032359 0.01058398207061436 0.0023199093998065145 0.00033017270205578969
leaf_weight=73 63 56 59 52 384 81 54 52 1418 66
leaf_count=73 63 56 59 52 384 81 54 52 1418 66
internal_value=0 0.00263821 0.00245125 0.00267067 0.00246234 0.0027401 -0.00142271 0.0031918 0.00297808 -0.00418116
internal_weight=0 2295 2239 2180 2128 2055 201 1854 1802 147
internal_count=2358 2295 2239 2180 2128 2055 201 1854 1802 147
is_linear=0
shrinkage=0.0676784


Tree=3109
num_leaves=19
num_cat=0
split_feature=1 12 2 15 1 150 151 0 15 0 12 51 2 1210 12 43 0 40
split_gain=45.8204 6.77373 5.56835 5.3349 4.13901 3.86548 3.12262 2.42819 3.16589 1.91131 1.95258 1.59619 1.24715 1.09014 1.04899 0.9961 0.782861 0.617513
threshold=0.11156000000000001 -1.0000000180025095e-35 0.13880500000000004 -0.24042999999999998 0.092655000000000015 0.10980500000000001 -0.033849999999999991 -0.14216999999999999 -1.0000000180025095e-35 -0.10803999999999998 0.08870500000000002 0.045645000000000005 0.094955000000000025 -0.064344999999999999 0.091735000000000025 -0.006474999999999999 0.040035000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 15 -1 7 -5 8 -3 -9 11 12 -11 -12 -8 -2 -15 -4
right_child=2 5 17 6 -6 -7 14 9 -10 10 13 -13 -14 16 -16 -17 -18 -19
leaf_value=0.002208728211781882 0.00043597609809484163 0.0023350190711185935 0.00020810002655231595 0.0010084084563381271 0.001178353766464935 0.0015857676734006866 0.0016272290358661373 0.0017193915548781424 0.00329632194435126 0.0024651805173144217 0.0018510076877647397 0.0029278642514589904 0.0019561265946671661 0.0023110572819516426 0.0022432424448882754 0.0010510617753653442 0.0019636229131455769 0.00068804250609455476
leaf_weight=75 53 81 54 52 90 70 54 53 65 573 70 73 56 681 64 58 77 59
leaf_count=75 53 81 54 52 90 70 54 53 65 573 70 73 56 681 64 58 77 59
internal_value=0 0.00227497 0.00106595 0.0013099 0.00164692 0.00233255 0.00167026 0.00236277 0.00276323 0.00232581 0.0023468 0.00247278 0.00241991 0.00223994 0.00196163 0.000757683 0.00227581 0.000458995
internal_weight=0 1964 394 281 165 1799 170 1729 146 1583 1530 702 629 828 118 111 758 113
internal_count=2358 1964 394 281 165 1799 170 1729 146 1583 1530 702 629 828 118 111 758 113
is_linear=0
shrinkage=0.0032351


Tree=3110
num_leaves=26
num_cat=0
split_feature=12 12 15 150 12 13 0 15 0 52 16 52 48 3 3 0 3 52 16 52 16 52 15 0 52
split_gain=53.4868 9.53396 8.69186 6.40095 4.85451 4.79194 5.01488 4.4139 3.25933 3.03678 2.54689 2.14745 1.98063 1.51093 1.87062 1.34245 1.24591 1.07384 0.719183 0.617495 0.746052 0.536203 0.511329 0.378141 0.335408
threshold=0.077755000000000005 0.13969000000000004 -0.2987999999999999 0.11259000000000001 0.093270000000000006 -0.00038499999999999998 -0.068669999999999995 -0.035449999999999988 -0.095419999999999991 -0.087239999999999984 -0.14032999999999998 0.024560000000000002 0.087470000000000006 -0.154195 -0.11756999999999999 -0.074204999999999979 -0.073444999999999983 -0.014149999999999998 -0.011859999999999997 -0.0059799999999999992 -0.019749999999999993 -0.26738999999999996 0.091230000000000019 -0.079854999999999995 0.093665000000000012
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=2 4 8 5 13 6 12 10 -1 -7 -6 -11 -4 -2 -15 -12 22 18 -16 -19 -21 -17 -9 -20 -24
right_child=1 -3 3 -5 7 9 -8 16 -10 11 15 -13 -14 14 17 21 -18 19 23 20 -22 -23 24 -25 -26
leaf_value=0.0016605693417374267 0.0034755446490288681 0.0014903828913633444 0.0023906051567166762 0.0009042022327067239 0.001728536544933027 0.0028918449869438619 0.001019344589505298 0.0031740701751262709 0.00065363115491205075 0.0018220347763884183 0.0027720860469052826 0.0025949978396139764 0.0016039810585292372 0.0023766263833470904 0.0034638177390219874 0.0025033515536435195 0.0025428275501763529 0.0026016381017389787 0.0031497922482794294 0.0029099270590754291 0.003254638888877916 0.0020831330186116366 0.0027324940574801229 0.0028403231705894289 0.0030607839005020155
leaf_weight=52 60 53 79 54 56 77 70 101 86 95 96 59 55 54 61 57 82 58 158 580 73 70 79 57 57
leaf_count=52 60 53 79 54 56 77 70 101 86 95 96 59 55 54 61 57 82 58 158 580 73 70 79 57 57
internal_value=0 0.00281641 0.00173678 0.00193524 0.00285776 0.00206315 0.00170833 0.00262724 0.0010333 0.00237635 0.00233523 0.00211839 0.00206799 0.00298293 0.00295451 0.00248744 0.00288253 0.00298609 0.00315553 0.00292027 0.00294851 0.002272 0.00299992 0.0030679 0.00287034
internal_weight=0 1752 627 489 1699 435 204 598 138 231 279 154 134 1101 1041 223 319 987 276 711 653 127 237 215 136
internal_count=2379 1752 627 489 1699 435 204 598 138 231 279 154 134 1101 1041 223 319 987 276 711 653 127 237 215 136
is_linear=0
shrinkage=0.00317166


Tree=3111
num_leaves=22
num_cat=0
split_feature=3 10 16 2 2 2 52 3 51 13 2 16 16 52 13 16 1213 475 2 160 16
split_gain=30.6708 10.9346 5.97288 5.16099 7.5695 2.53007 2.30118 1.78181 1.7712 2.26325 1.51425 1.38255 1.66579 1.1941 0.947274 0.794288 0.788754 1.05177 0.637375 0.489448 0.186961
threshold=-0.063814999999999997 -1.0000000180025095e-35 -0.18776499999999999 -0.007134999999999999 0.10866500000000003 0.11866500000000001 -0.089014999999999983 -0.23303499999999996 -0.065539999999999987 -0.077274999999999996 0.097145000000000023 -0.11777499999999998 -0.029084999999999996 0.0085900000000000021 -0.016999999999999998 -0.071359999999999993 -0.080279999999999976 -0.085684999999999997 0.090675000000000019 -0.012644999999999998 -0.16238499999999997
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=2 -2 13 -3 6 7 -5 -4 -6 -10 15 -8 -13 -1 -12 18 -17 -18 19 -9 -11
right_child=1 3 5 4 8 -7 11 10 9 20 14 12 -14 -15 -16 16 17 -19 -20 -21 -22
leaf_value=0.0014406159815545741 0.00055827489200006343 0.00073163352405879558 0.0028879381875773053 0.002597071833475299 0.00088969196019228155 0.0016979620035798189 0.0023592881224370004 0.0028139019406214897 0.0011553783296972184 0.0016787016973476853 0.002277139759602731 0.0014609559677059762 0.0021571563624431327 0.0020101174797426602 0.0017788359394446309 0.0020065623045367369 0.0027540307282773275 0.0023218134603702036 0.0022415846948385266 0.002501862671701291 0.0019439521398256737
leaf_weight=79 101 52 72 80 56 54 61 59 92 52 102 75 65 71 63 68 65 498 88 463 63
leaf_count=79 101 52 72 80 56 54 61 59 92 52 102 75 65 71 63 68 65 498 88 463 63
internal_value=0 0.00152379 0.00231523 0.00168736 0.00177865 0.00237443 0.00214082 0.00239912 0.00139156 0.00152717 0.00237407 0.00195906 0.00178443 0.00171041 0.00208708 0.00241219 0.00233247 0.00237177 0.00249461 0.0025372 0.00182431
internal_weight=0 697 1682 596 544 1532 281 1478 263 207 1406 201 140 150 165 1241 631 563 610 522 115
internal_count=2379 697 1682 596 544 1532 281 1478 263 207 1406 201 140 150 165 1241 631 563 610 522 115
is_linear=0
shrinkage=0.00317166


Tree=3112
num_leaves=19
num_cat=0
split_feature=1 3 12 15 51 10 0 43 3 2 2 3 12 1 3 0 0 12
split_gain=36.1492 9.01148 5.33619 3.38524 2.96247 2.56569 2.11845 1.60231 2.55681 1.55975 2.08056 1.95886 1.32483 1.24498 0.739346 1.48832 0.854593 0.525848
threshold=0.10557500000000002 -0.06340999999999998 0.054520000000000006 -0.099329999999999988 -0.097374999999999975 -0.013164999999999998 -0.14310999999999999 -0.077704999999999982 0.094285000000000008 -1.0000000180025095e-35 0.10925000000000001 0.12566000000000002 0.11589000000000001 0.11646000000000002 -0.15836499999999998 -0.064804999999999988 -0.10417499999999999 0.087905000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -3 -4 -6 -9 -7 -11 -12 14 -5 -8 16 -16 -18
right_child=1 5 6 13 7 9 12 8 -10 10 11 -13 -14 -15 15 -17 17 -19
leaf_value=0.0024150267830296214 0.0011375426886262082 0.00022398585371609823 0.0027963988680484884 0.0024737721453248146 0.0011893291649543985 0.00054913503850143389 0.0025857864843425852 0.0020827793770761553 0.0012174940928708312 0.0016808222125309694 0.00056540801502892981 0.0012551187882699829 0.0017673838905187011 0.0017716408168043101 0.0018523902258667977 0.0018201108211318259 0.0023256733887605176 0.0021879196753205633
leaf_weight=54 54 54 63 55 77 65 54 97 57 53 78 97 75 52 62 103 509 720
leaf_count=54 54 54 63 55 77 65 54 97 57 53 78 97 75 52 62 103 509 720
internal_value=0 0.00116648 0.00213977 0.00179925 0.00173165 0.000872793 0.00221309 0.00157175 0.00176274 0.00099225 0.00111843 0.000947902 0.00218894 0.00213287 0.00221075 0.00219619 0.00222617 0.002245
internal_weight=0 508 1871 161 285 347 1586 231 154 293 228 175 1523 107 1448 1394 1291 1229
internal_count=2379 508 1871 161 285 347 1586 231 154 293 228 175 1523 107 1448 1394 1291 1229
is_linear=0
shrinkage=0.0032351


Tree=3113
num_leaves=23
num_cat=0
split_feature=1 3 123 4 10 4 3 51 4 15 15 0 3 0 51 0 3 3 4 1213 0 3
split_gain=55.7745 12.8599 6.66347 5.15026 5.00201 2.91697 2.11867 1.83716 1.40336 1.33017 1.29199 1.26014 1.71634 1.112 1.06475 1.04875 0.656058 0.590899 0.468724 0.683702 0.48346 0.454315
threshold=0.10574000000000001 -0.06340999999999998 1.0000000180025095e-35 0.30163500000000004 -0.012544999999999999 0.053455000000000009 -0.071329999999999991 -0.097374999999999975 0.50373500000000015 -0.037184999999999996 0.022565000000000005 -0.060199999999999997 -0.15680499999999997 -0.11208499999999998 -0.085574999999999984 -0.099329999999999988 0.10632000000000001 -0.073949999999999988 -0.085774999999999976 0.11830500000000001 -0.086854999999999988 -0.084934999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -3 6 11 -8 9 16 15 14 -13 -7 21 -9 -6 -15 20 -20 -16 -1
right_child=1 4 -4 -5 8 13 7 10 -10 -11 -12 12 -14 17 18 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0027991979660787892 0.0021254692376510408 -0.00016924384688617346 0.001267922785581828 0.0010002148063890973 0.00088484378577830924 0.0021476583806442082 0.0024576732875059618 0.0013157283013050817 0.00048958618399710355 0.00059310938862327882 0.0021343269208186902 0.0023352458211130388 0.0016121088330027249 0.0018376182384483171 0.0026658283172071484 0.0018722166870107876 0.0013113936915959553 0.0014356598141445694 0.0022182852861767749 0.0025793584274354008 0.002308694989794921 0.0023882425926121413
leaf_weight=52 100 57 80 61 60 73 58 52 85 64 88 61 62 91 52 82 78 56 840 53 122 52
leaf_count=52 100 57 80 61 60 73 58 52 85 64 88 61 62 91 52 82 78 56 840 53 122 52
internal_value=0 0.000988112 0.00212974 0.00169933 0.000655149 0.00216815 0.00221421 0.00197287 0.000818992 0.000957443 0.00184606 0.0022664 0.001971 0.00183847 0.0022974 0.00165651 0.00112617 0.00168471 0.00226846 0.00223975 0.00241561 0.00259403
internal_weight=0 505 1874 161 344 1794 1574 280 287 202 222 1294 123 220 1171 134 138 147 1067 893 174 104
internal_count=2379 505 1874 161 344 1794 1574 280 287 202 222 1294 123 220 1171 134 138 147 1067 893 174 104
is_linear=0
shrinkage=0.0030485


Tree=3114
num_leaves=16
num_cat=0
split_feature=1 52 4 3 39 3 3 12 3 1 14 4 3 475 15
split_gain=48.6016 12.954 5.2975 5.79547 5.07041 2.34519 2.29754 1.91896 1.71677 1.63132 1.51087 1.59401 3.56488 1.2262 0.470533
threshold=0.10557500000000002 -0.40011499999999994 0.42098500000000005 -0.06340999999999998 0.081875000000000017 0.10323000000000002 -0.0068249999999999986 0.11769500000000001 0.30112000000000005 0.12180500000000001 0.054835000000000009 -0.46376499999999993 -0.11756999999999999 -0.086169999999999983 -0.46319999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 7 -5 10 -8 -4 11 -1 -13 -14 -11
right_child=1 2 9 6 -6 -7 8 -9 -10 14 -12 12 13 -15 -16
leaf_value=0.0029330532395845199 0.0028245177521476678 0.0021828382204732602 0.0011883974872017547 0.00069458362340204193 0.0017541545186117666 0.001844971073156352 0.0017035872758124928 0.0019612174857630026 0.00098303820780955677 0.00071828224995658255 0.0030081364781618055 0.0018438297969102875 0.0029645952312065357 0.002501754838633026 0.00031623912751587357
leaf_weight=85 53 76 53 71 101 56 79 63 58 59 64 83 61 1358 59
leaf_count=85 53 76 53 71 101 56 79 63 58 59 64 83 61 1358 59
internal_value=0 0.0013401 0.00116711 0.00143279 0.00244648 0.00248597 0.00115857 0.00250689 0.00139878 0.00072567 0.0025277 0.0025083 0.00248424 0.00252168 0.000517548
internal_weight=0 508 455 284 1871 1770 208 1714 137 171 1651 1587 1502 1419 118
internal_count=2379 508 455 284 1871 1770 208 1714 137 171 1651 1587 1502 1419 118
is_linear=0
shrinkage=0.00317166


Tree=3115
num_leaves=18
num_cat=0
split_feature=4 3 39 0 48 11 0 16 4 52 1452 0 51 11 43 4 43
split_gain=51.3387 12.3457 9.33846 4.11746 3.75549 3.56799 2.65142 1.45873 1.30808 1.51156 1.21661 1.3745 1.43068 1.15926 1.07084 0.851155 0.423558
threshold=0.30163500000000004 0.17646500000000004 0.081875000000000017 -0.11912999999999999 0.092265000000000014 1.0000000180025095e-35 -0.068669999999999995 0.0086100000000000013 -0.49013999999999996 -0.45478499999999994 1.0000000180025095e-35 -0.13314999999999996 -0.08569499999999998 0.085630000000000026 -0.0086649999999999974 0.51136500000000018 -0.081164999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 6 7 -4 10 -9 16 11 -1 -13 -7 -11 -5 -10
right_child=3 -3 4 15 -6 13 -8 8 9 14 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0016924183301701566 0.0010396843454696201 0.00065851685227070772 0.0020097675558447096 0.00048296439191592805 0.00071370824353911831 0.0027574899668533978 0.0011316262991307871 0.0022602824122568959 0.0022030182455789905 0.0017519555632165386 0.0024812629768771834 0.0025327027635990581 0.002041962976461502 0.002238650875535549 0.0012681059771200373 5.5046495435813917e-05 0.001861123919329446
leaf_weight=93 95 62 69 80 56 70 52 59 67 168 56 54 1132 81 52 80 62
leaf_count=93 95 62 69 80 56 70 52 59 67 168 56 54 1132 81 52 80 62
internal_value=0 0.00194765 0.00198623 0.000556366 0.00134208 0.00204641 0.00163264 0.00200888 0.00185476 0.00178612 0.00205596 0.00203731 0.00206433 0.00247938 0.00163773 0.000269201 0.00203894
internal_weight=0 2133 2071 255 177 1894 121 1743 408 349 1335 1279 1186 151 220 160 129
internal_count=2388 2133 2071 255 177 1894 121 1743 408 349 1335 1279 1186 151 220 160 129
is_linear=0
shrinkage=0.00293013


Tree=3116
num_leaves=13
num_cat=0
split_feature=4 11 12 2 13 2 13 2 4 1452 480 481
split_gain=2.25138 1.16189 1.43777 1.02035 0.878848 0.859165 0.850619 1.48203 0.608355 0.577876 0.435009 0.80412
threshold=0.27161500000000005 0.077290000000000011 0.092615000000000017 0.092425000000000021 -0.15956499999999998 -0.0091949999999999983 -0.11122999999999998 0.11728500000000001 -0.50388999999999984 0.087755000000000014 0.090205000000000021 -0.08452999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 -6 -5 -8 -7 10 11 -10
right_child=3 2 -4 6 5 8 7 -9 9 -11 -12 -13
leaf_value=0.00037141457115856384 -0.0049782383703651503 0.020379712369944691 0.0073487271475267749 0.010582454412748611 -0.00046802392811085415 0.014356700327246402 0.009824598746112051 -0.0036172592466894925 0.00055493906864873151 0.012862158787011796 0.01146908522945881 0.0072421360836381656
leaf_weight=76 75 62 78 54 55 53 52 93 77 76 91 1546
leaf_count=76 75 62 78 54 55 53 52 93 77 76 91 1546
internal_value=0 0.0075045 0.0131245 0.00135722 0.00710557 0.00737486 0.00374838 0.00119857 0.00760928 0.00740912 0.00716693 0.00692529
internal_weight=0 2114 140 274 1974 1898 199 145 1843 1790 1714 1623
internal_count=2388 2114 140 274 1974 1898 199 145 1843 1790 1714 1623
is_linear=0
shrinkage=0.0637748


Tree=3117
num_leaves=24
num_cat=0
split_feature=1 1 52 1 14 123 3 150 15 2 49 15 12 401 1 15 49 15 15 52 3 15 15
split_gain=48.0635 6.61702 6.25449 4.85707 3.92595 3.77211 1.85473 1.3949 2.01733 1.26897 1.24282 0.922603 0.881104 0.983684 1.57763 0.764141 0.509387 0.469485 2.26372 0.625678 0.457765 0.413061 0.125007
threshold=0.10932500000000002 0.094750000000000015 -0.23818999999999999 0.13630500000000004 0.062655000000000016 1.0000000180025095e-35 0.086245000000000016 1.0000000180025095e-35 -0.24042999999999998 0.10161500000000002 -0.012149999999999999 -0.41880499999999993 0.087745000000000004 0.078085000000000016 0.082265000000000019 -0.075694999999999985 0.10969000000000002 -0.081479999999999983 -0.033689999999999991 -0.0036349999999999998 -0.14070999999999997 0.10556 -0.021179999999999997
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=1 4 -2 7 6 10 9 8 -4 12 -3 -5 13 14 -1 -11 21 19 -19 -14 -12 -17 -22
right_child=2 5 3 11 -6 -7 -8 -9 -10 15 20 -13 17 -15 -16 16 -18 18 -20 -21 22 -23 -24
leaf_value=0.0027286192106208925 0.0023340388544284426 0.0017752673026449437 0.0011400782825843124 0.00088882367882170724 0.0033605036063429541 0.0012877613437716694 0.0020235991263693794 0.00099426033033987466 0.0018482928292140352 0.0026260053304453159 0.0026095238821566519 0.00030977472580774178 0.0029896107904064119 0.0030809019551346199 0.0022377693261253278 0.0021676884465023196 0.001960704753200284 0.0018631452169635269 0.0025567131262575829 0.0025170309997976548 0.0023573203545942424 0.0025595519464050235 0.0021312776815803789
leaf_weight=474 53 52 78 56 67 59 72 72 101 79 56 65 52 67 85 65 54 58 468 79 58 57 61
leaf_count=474 53 52 78 56 67 59 72 72 101 79 56 65 52 67 85 65 54 58 468 79 58 57 61
internal_value=0 0.00249702 0.00127289 0.00112162 0.00257621 0.00203251 0.00254355 0.00138351 0.00153988 0.00256787 0.00222593 0.000578055 0.00261038 0.00269979 0.00265404 0.00235385 0.00223149 0.00252514 0.0024803 0.00270489 0.00235964 0.00235106 0.00224175
internal_weight=0 1963 425 372 1677 286 1610 251 179 1538 227 121 1283 626 559 255 176 657 526 131 175 122 119
internal_count=2388 1963 425 372 1677 286 1610 251 179 1538 227 121 1283 626 559 255 176 657 526 131 175 122 119
is_linear=0
shrinkage=0.0032998


Tree=3118
num_leaves=21
num_cat=0
split_feature=1 1 124 4 10 3 4 14 2 2 4 3 3 16 51 15 3 12 52 133
split_gain=72.3484 16.6882 9.58407 6.24473 4.81099 2.99858 3.11894 2.96827 2.49001 2.36885 2.12191 2.10639 1.80877 1.43386 1.44507 1.0029 0.686394 0.764097 0.337789 0.271737
threshold=0.11831500000000002 0.09518500000000002 -1.0000000180025095e-35 -0.010739999999999998 -0.0079749999999999977 0.31400500000000003 0.41939500000000002 0.076975000000000002 0.088135000000000005 0.10161500000000002 -0.49432999999999994 -0.13088999999999998 -0.10919499999999999 -0.026164999999999997 -1.0000000180025095e-35 -0.12640499999999996 0.081640000000000004 0.082295000000000021 -0.087769999999999987 -1.0000000180025095e-35
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 7 -3 12 -2 6 -6 9 -5 10 -1 -12 -4 19 -15 -10 17 -13 -14 -11
right_child=4 2 3 8 5 -7 -8 -9 15 13 11 16 18 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0029785603189089334 -0.00052269849300606006 0.00058808989763048337 0.0027705894505467006 0.001950467758529407 0.0012028676277457807 -0.00010636142600603085 0.00029431113328502826 0.0030236970377454132 0.0014677047259938753 0.0020995790832548252 0.0016791392980881992 0.0026866655042477624 0.0018522452483946998 0.0020499051284148927 0.001373492327588712 0.00086004669929420549 0.0019887739860474673 0.0023474766783882928 0.0022356571979271567 0.0024270903070655503
leaf_weight=57 53 83 59 63 93 52 74 64 55 52 53 79 52 91 56 65 55 1114 52 66
leaf_count=57 53 83 59 63 93 52 74 64 55 52 53 79 52 91 56 65 55 1114 52 66
internal_value=0 0.0021771 0.00159572 0.00183734 0.000369032 0.000585 0.000800485 0.00232492 0.00141845 0.00229735 0.00235319 0.00232576 0.0023074 0.00201105 0.00179246 0.00113885 0.0023532 0.00236997 0.00204429 0.00228306
internal_weight=0 2116 429 346 272 219 167 1687 183 1623 1358 1301 163 265 147 120 1248 1193 104 118
internal_count=2388 2116 429 346 272 219 167 1687 183 1623 1358 1301 163 265 147 120 1248 1193 104 118
is_linear=0
shrinkage=0.0032998


Tree=3119
num_leaves=24
num_cat=0
split_feature=2 2 2 0 2 16 0 0 11 0 16 11 52 49 52 159 0 160 52 484 2 52 133
split_gain=42.7144 21.0773 10.381 7.51298 5.74839 4.79196 3.89114 2.77145 2.21511 1.84002 1.68356 2.27487 1.2255 1.17628 1.82092 1.1422 1.10001 0.999489 0.939234 0.8864 0.385606 0.31775 0.206974
threshold=0.12454500000000002 -1.0000000180025095e-35 0.10161500000000002 -0.12608499999999997 0.17000000000000001 -0.059624999999999991 -0.096374999999999975 -0.17106499999999999 0.082245000000000013 -0.043914999999999989 0.25032500000000008 0.077415000000000012 -0.42890999999999996 0.0093850000000000027 -1.0000000180025095e-35 0.040035000000000008 -0.042364999999999993 0.085090000000000013 -0.059354999999999991 -0.084699999999999984 0.090715000000000004 -0.080064999999999983 0.022390000000000004
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=1 5 10 7 6 -1 -2 -4 9 18 11 13 -12 15 21 19 -8 -17 -5 -3 -16 -15 -20
right_child=4 2 3 8 -6 -7 16 -9 -10 -11 12 -13 -14 14 20 17 -18 -19 22 -21 -22 -23 -24
leaf_value=0.001033569502295869 0.0010045650553113419 0.0034030966368653838 0.0023524697715224746 0.0024908807581897618 0.00039712361822580322 0.002251830060217504 0.0023324901984264762 0.0013882131482955981 0.0033719253611024938 0.0020930544710448685 0.0029930226667568721 0.0037704949887619925 0.0023815187412430903 0.0038129974319079307 0.0032083945410967614 0.0025089496684712908 0.0016702929937124041 0.0031014081702086457 0.0028244909000728347 0.0030493448184008422 0.0028023161779360674 0.0034349818065180214 0.0031053059203662242
leaf_weight=72 65 86 61 72 52 69 59 70 57 52 87 55 62 52 54 78 52 53 61 950 53 52 64
leaf_count=72 65 86 61 72 52 69 59 70 57 52 87 55 62 52 54 78 52 53 61 950 53 52 64
internal_value=0 0.00286401 0.00295017 0.00249955 0.00136195 0.00162999 0.00164681 0.00183749 0.00278286 0.00264788 0.00307463 0.00310952 0.00273881 0.00308312 0.00331174 0.00304175 0.00202259 0.00274892 0.00279415 0.00307874 0.00300758 0.00362433 0.00296855
internal_weight=0 2160 2019 437 228 141 176 131 306 249 1582 1433 149 1378 211 1167 111 131 197 1036 107 104 125
internal_count=2388 2160 2019 437 228 141 176 131 306 249 1582 1433 149 1378 211 1167 111 131 197 1036 107 104 125
is_linear=0
shrinkage=0.0032998


Tree=3120
num_leaves=20
num_cat=0
split_feature=4 2 123 2 0 14 16 4 0 16 124 15 16 4 0 4 2 0 0
split_gain=25.7134 11.5149 6.03927 4.17956 3.29495 2.6334 3.91005 2.02256 1.14314 1.09839 0.848236 0.771355 0.761939 0.710953 1.82117 0.679453 0.589117 0.407973 0.364423
threshold=0.30163500000000004 0.14721500000000001 0.081180000000000016 0.10527500000000002 -0.080689999999999984 -0.42214499999999994 -0.49181999999999998 0.0015850000000000003 -0.093659999999999979 -0.040964999999999994 -0.083859999999999976 -0.21242999999999998 -0.095794999999999977 -0.26545999999999997 -0.069074999999999984 -0.0084099999999999991 0.087675000000000017 0.056265000000000009 -0.11208499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -2 11 8 9 -1 -4 -7 18 -10 -15 17 -14 -6 -9
right_child=5 -3 10 4 15 6 -8 12 13 -11 -12 -13 16 14 -16 -17 -18 -19 -20
leaf_value=0.002134108999709877 0.0014300812008187114 0.00057666214431474063 0.00098913106985021771 0.001126495359381099 0.0021290496286470906 0.0013252679679703712 0.00010261522599660639 0.0021727179380510997 0.0023581434866145603 0.0026744652821320482 0.0015469697794611636 0.00079909316409339931 0.0018659522250027596 0.002111933268518502 0.0016213102684762329 0.001603888507172372 0.0014528358454796509 0.0017718255518231276 0.0018511319713562912
leaf_weight=81 61 61 58 82 92 52 74 68 99 73 53 62 75 1009 83 64 67 52 80
leaf_count=81 61 61 58 82 92 52 74 68 99 73 53 62 75 1009 83 64 67 52 80
internal_value=0 0.00193527 0.00197596 0.00201747 0.00166597 0.000856979 0.000670846 0.00207979 0.00213175 0.00239047 0.00125579 0.0010394 0.0018387 0.00209826 0.00207467 0.00187848 0.00167127 0.00200029 0.00199912
internal_weight=0 2097 2036 1925 290 249 188 1635 1345 154 111 114 290 1191 1092 208 142 144 148
internal_count=2346 2097 2036 1925 290 249 188 1635 1345 154 111 114 290 1191 1092 208 142 144 148
is_linear=0
shrinkage=0.00317166


Tree=3121
num_leaves=18
num_cat=0
split_feature=10 4 13 157 159 151 2 12 2 159 12 13 4 4 12 13 12
split_gain=2.83861 1.0949 0.906307 1.29445 0.702752 0.639154 0.62078 0.604776 0.810991 1.37815 0.805506 0.689179 0.67169 0.401752 0.552735 0.338926 0.299143
threshold=-0.089679999999999982 0.0015850000000000003 0.031740000000000011 -0.037734999999999998 -0.17576999999999995 -0.083844999999999989 -0.0091949999999999983 -0.042789999999999988 0.090115000000000015 0.0096550000000000021 0.087615000000000012 -0.09219999999999999 -0.0065299999999999993 0.032965000000000001 -0.089089999999999989 -0.06286499999999999 0.094305000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 16 -5 -6 -8 11 10 -10 -9 -13 -7 -15 -16 -2
right_child=1 2 -4 5 6 13 7 8 9 -11 -12 12 -14 14 15 -17 -18
leaf_value=-0.006255780208872453 0.017508697676097931 -0.0051100996681951753 0.01174716000359464 -0.0011092306902085846 0.0016128763575579022 0.011241209558675308 0.015982595213799907 0.016443701290076825 -0.00030156807618041392 0.014430794258090877 0.0065854887904465975 0.0087073111976818177 0.014941399371937419 0.011082353438200312 0.002838980378584125 0.0071732813500607669 0.010689246591513891
leaf_weight=62 57 52 99 52 53 71 52 65 99 80 303 758 85 72 191 137 58
leaf_count=62 57 52 99 52 53 71 52 65 99 80 303 758 85 72 191 137 58
internal_value=0 0.00812664 0.00587837 0.00486668 0.0090674 0.00585999 0.00868169 0.00894101 0.00867708 0.00647305 0.00488766 0.00984628 0.00933674 0.00663092 0.00581083 0.0046515 0.0140755
internal_weight=0 2284 674 575 1610 523 1495 1442 1390 482 402 908 843 471 400 328 115
internal_count=2346 2284 674 575 1610 523 1495 1442 1390 482 402 908 843 471 400 328 115
is_linear=0
shrinkage=0.0663513


Tree=3122
num_leaves=15
num_cat=0
split_feature=10 0 123 15 39 43 15 4 50 133 42 133 50 133
split_gain=1.96411 1.3208 1.07748 0.90963 0.624877 0.690602 0.883138 0.580611 0.573221 0.549158 0.728821 0.497928 0.44648 0.404748
threshold=-0.089679999999999982 -0.19242499999999998 0.081180000000000016 -0.095804999999999987 1.0000000180025095e-35 0.0035900000000000007 -0.23071999999999995 0.024315000000000003 0.090630000000000016 -0.24264499999999997 0.082755000000000009 0.08784500000000002 0.082725000000000007 0.12086500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 5 6 -3 -2 9 -7 -11 12 -8 -13
right_child=1 2 3 -5 -6 8 11 -9 -10 10 -12 13 -14 -15
leaf_value=-0.0049028998491178243 0.0045886323166212358 0.015275128630082888 -0.002469524348911476 0.0066514169800950323 0.012261176862900475 0.0068949364957409855 0.0072499738301266478 -0.0041611172224573466 0.0089291700388213751 -0.0030741139471689416 0.0046867725402900597 0.003538004149843892 0.010430522887871456 0.0075537018595783715
leaf_weight=62 56 55 88 83 89 101 852 63 88 86 105 224 218 176
leaf_count=62 56 55 88 83 89 101 852 63 88 86 105 224 218 176
internal_value=0 0.00636966 0.00672217 0.0019537 0.00713076 0.00689072 0.00748564 -3.79789e-05 0.00450147 0.00316481 0.00118885 0.00719374 0.0078986 0.00530658
internal_weight=0 2284 2165 171 1994 1905 1525 119 380 292 191 1470 1070 400
internal_count=2346 2284 2165 171 1994 1905 1525 119 380 292 191 1470 1070 400
is_linear=0
shrinkage=0.0625243


Tree=3123
num_leaves=24
num_cat=0
split_feature=1 3 4 10 4 39 0 1 4 3 3 16 0 150 3 1 16 3 50 133 1 3 42
split_gain=62.5816 14.4031 4.83201 4.68664 3.63207 3.18368 1.97108 1.94593 1.99354 1.47054 1.50426 1.17935 1.11899 0.845262 1.08038 1.54323 0.717026 0.620977 0.615777 0.569874 0.562666 0.274891 0.159025
threshold=0.104035 -0.053499999999999992 0.022635000000000006 -0.011559999999999999 0.054560000000000004 0.083495000000000014 -0.079249999999999987 0.078340000000000007 -0.17689999999999997 0.086245000000000016 -0.046989999999999997 -0.36241499999999999 -0.045754999999999997 0.095565000000000011 0.12991000000000003 0.12258000000000001 -0.26987499999999992 -0.078344999999999984 0.10883000000000001 0.082410000000000011 0.090485000000000024 -0.073629999999999987 0.091435000000000002
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 -2 -3 5 6 9 12 -9 10 18 -6 21 14 15 -5 -4 -10 20 -13 -1 22 -8
right_child=1 3 16 13 11 -7 7 8 17 -11 -12 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0027641142036151974 0.0026666821874820616 -1.675268342318977e-05 0.0013199406956623846 0.0012219221459112211 0.0024253421306529165 0.0018566652022851805 0.0024088005297971211 0.0031025954411719133 0.0022576785949546276 0.0021945058951762901 0.0032746564095169069 0.0017032339545650066 0.0019661927998230687 0.00068658155857316007 0.0014150405483441203 0.00051710438656551972 0.0018437646952903176 0.0027236967091832506 0.0024703284499708986 0.0021618403385357957 0.0024311094893600389 0.0022452664670090912 0.0026240956934283372
leaf_weight=772 71 52 55 85 90 58 104 83 73 55 53 59 77 57 86 53 56 53 102 57 59 72 64
leaf_count=772 71 52 55 85 90 58 104 83 73 55 53 59 77 57 86 53 56 53 102 57 59 72 64
internal_value=0 0.00127492 0.00200687 0.000874764 0.00255159 0.00260299 0.00263059 0.00246845 0.00271173 0.00271249 0.00274134 0.00214595 0.00230794 0.00103987 0.00112961 0.000951482 0.00158452 0.00245398 0.00271101 0.00192888 0.00274051 0.00241744 0.00249102
internal_weight=0 515 182 333 1831 1625 1567 526 209 1041 986 206 317 281 224 138 111 126 933 116 831 240 168
internal_count=2346 515 182 333 1831 1625 1567 526 209 1041 986 206 317 281 224 138 111 126 933 116 831 240 168
is_linear=0
shrinkage=0.0032351


Tree=3124
num_leaves=20
num_cat=0
split_feature=1 1 52 150 1 2 2 47 15 15 1452 130 132 132 2 133 51 1186 52
split_gain=78.0666 13.8924 5.66089 4.53623 5.44754 5.04712 4.38937 4.17428 3.4859 2.55786 1.70305 1.41834 1.3035 0.62857 0.576469 0.820614 0.703069 0.533278 0.300072
threshold=0.10335000000000001 0.12450500000000002 -0.41304999999999997 0.083435000000000023 0.085720000000000005 0.11342000000000001 1.0000000180025095e-35 0.096770000000000009 -0.41606999999999994 -0.032264999999999995 0.087755000000000014 -0.0024349999999999992 1.0000000180025095e-35 0.10833500000000001 0.090000000000000011 0.085005000000000011 -0.082384999999999986 -0.0046349999999999994 -0.053514999999999993
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 -2 5 -5 10 -4 8 -3 -7 11 17 14 -14 16 -16 -13 -1 -8
right_child=1 7 6 4 -6 9 18 -9 -10 -11 -12 12 13 -15 15 -17 -18 -19 -20
leaf_value=0.0031472429047541954 0.0029851235123287373 0.0011732058198180358 0.0023930970149969527 0.0030477522059829064 0.001954571564864466 0.002859102594040252 0.0017187911017352204 0.0017985981411061049 0.00026013299866635333 0.002008956085088815 0.0036156961437387456 0.0033201063985070804 0.0035005625651660507 0.003084429645882944 0.0027870661850261129 0.0030743468921889659 0.0030172183662656202 0.0034979569399365491 0.0014428471126059403
leaf_weight=81 53 98 97 91 86 76 67 53 69 63 59 87 81 66 240 167 621 95 96
leaf_count=81 53 98 97 91 86 76 67 53 69 63 59 87 81 66 240 167 621 95 96
internal_value=0 0.00163689 0.00205787 0.00299075 0.00251679 0.003042 0.00186873 0.0010378 0.000796147 0.00247402 0.00309472 0.00307332 0.00303656 0.00331395 0.00299996 0.00290502 0.00305448 0.00333674 0.00155648
internal_weight=0 533 313 1813 177 1636 260 220 167 139 1497 1438 1262 147 1115 407 708 176 163
internal_count=2346 533 313 1813 177 1636 260 220 167 139 1497 1438 1262 147 1115 407 708 176 163
is_linear=0
shrinkage=0.00310948


Tree=3125
num_leaves=19
num_cat=0
split_feature=3 0 4 1443 0 12 3 1 16 1210 1186 0 12 12 52 49 52 49
split_gain=1.49404 1.18411 1.29613 1.03608 0.946635 2.05873 1.61429 1.0033 0.781938 0.715445 0.684207 0.837747 0.963981 0.94972 0.571268 0.508245 0.490708 0.416104
threshold=-0.068254999999999982 -0.23141499999999995 -0.37626499999999991 1.0000000180025095e-35 -0.0088949999999999984 -0.11875499999999999 0.11372500000000001 0.096300000000000011 -0.056919999999999991 -0.079004999999999978 0.057025000000000006 1.0000000180025095e-35 0.083220000000000002 0.084055000000000005 0.061255000000000011 -0.053904999999999988 -0.12005499999999998 -0.047749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 5 -4 7 8 -7 14 11 12 -11 -14 -1 -9 -13 -15
right_child=1 2 4 -5 -6 6 -8 15 -10 10 -12 16 13 17 -16 -17 -18 -19
leaf_value=-0.0019239806603624683 0.015318335166315106 0.013988220552000724 0.018758945132019027 -0.00079593174845148909 -0.006652734105549501 0.0041278179757035247 -0.0067624237535264487 0.0069489342984748242 0.013710229392471459 0.00047632878163802453 0.0024902222869025515 0.011562741671331421 0.019102881156485788 0.0050636484645323323 0.0093770028402949783 -0.0019889978501386103 0.021640002514073716 0.01078892628480951
leaf_weight=52 72 82 56 55 54 116 92 57 100 58 61 54 84 87 61 134 71 1052
leaf_count=52 72 82 56 55 54 116 92 57 100 58 61 54 84 87 61 134 71 1052
internal_value=0 0.00563587 0.00462577 0.00988862 0.00336375 0.00433985 0.00271998 0.0048655 0.00856804 0.0102611 0.0107298 0.0110866 0.0104803 0.0109541 0.00416906 0.000673911 0.0172934 0.0103524
internal_weight=0 763 691 1635 609 555 499 407 216 1580 1467 1406 1281 1223 113 191 125 1139
internal_count=2398 763 691 1635 609 555 499 407 216 1580 1467 1406 1281 1223 113 191 125 1139
is_linear=0
shrinkage=0.079296


Tree=3126
num_leaves=26
num_cat=0
split_feature=1 48 43 12 13 43 51 484 50 43 457 484 51 51 43 0 0 16 1185 12 403 15 133 16 15
split_gain=0.959501 1.50609 0.801612 1.10967 1.01779 1.26633 0.747024 0.734263 0.627832 0.650201 0.609553 0.603345 0.580101 0.877182 0.847893 0.860235 0.657668 0.566219 0.439507 0.500908 0.667169 0.561811 0.429258 0.378758 0.30811
threshold=0.086050000000000015 -1.0000000180025095e-35 -0.011884999999999998 0.090630000000000002 -0.0094049999999999984 -0.083784999999999984 0.10707500000000002 0.087525000000000019 0.089465000000000017 -0.077889999999999987 0.041935000000000007 0.063455000000000011 0.10446500000000002 0.07955000000000001 0.12397000000000001 -0.079249999999999987 0.0060900000000000008 -0.074474999999999986 1.0000000180025095e-35 0.086115000000000011 -1.0000000180025095e-35 -0.074054999999999996 0.086100000000000024 -0.085219999999999976 -0.14151499999999997
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=6 -2 3 4 5 -3 7 10 9 -5 11 18 13 14 15 24 -17 -8 19 20 -1 -21 -9 -7 -4
right_child=1 2 12 8 -6 23 17 22 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.016880081027465729 -0.0042314550217274118 0.013784764314863418 0.021724927807126981 0.01158629043536335 -0.0078218434264464443 0.0039684023723485021 0.0087338074433380153 0.022543069266622851 0.017312348877629107 -0.00059116659436043691 0.017089277494199698 -0.00016210553064341219 0.017957555178926877 -0.0021303056789484017 -0.00037109963135124185 0.0012491245319476616 0.012710719815067391 -0.0041187461694957156 0.016521736906964471 0.012582315680729778 0.0087254002933306388 0.0059912057168056343 0.011665503498974184 -0.0058406723985605542 0.013387962244004587
leaf_weight=116 103 67 55 76 77 57 52 52 55 60 72 55 55 53 52 75 79 53 60 124 231 502 61 64 92
leaf_count=116 103 67 55 76 77 57 52 52 55 60 72 55 55 53 52 75 79 53 60 124 231 502 61 64 92
internal_value=0 0.00580083 0.0069287 0.00432228 0.000651919 0.00412753 0.00934657 0.00993221 0.00940978 0.00620701 0.00927414 0.0087561 0.00950483 0.00835745 0.00993475 0.0117183 0.00713484 0.00223743 0.00923184 0.00878135 0.0114542 0.00729829 0.0166794 -0.00121214 0.0165136
internal_weight=0 1020 917 456 265 188 1378 1273 191 136 1160 1088 461 406 353 301 154 105 1033 973 347 626 113 121 147
internal_count=2398 1020 917 456 265 188 1378 1273 191 136 1160 1088 461 406 353 301 154 105 1033 973 347 626 113 121 147
is_linear=0
shrinkage=0.0875492


Tree=3127
num_leaves=19
num_cat=0
split_feature=1453 3 484 2 51 2 51 2 3 0 52 12 0 2 0 51 0 3
split_gain=0.881936 0.874331 1.04469 0.987515 1.09054 0.885899 0.841354 0.704863 0.63064 1.27524 0.490391 0.994173 0.637499 0.59134 0.502382 0.458276 0.361864 0.166536
threshold=-0.077764999999999987 -0.068254999999999982 -0.065759999999999985 -0.0091949999999999983 0.11794000000000002 0.13538500000000001 0.086950000000000013 0.085730000000000015 -0.22740999999999997 -0.036119999999999992 -0.14794999999999997 0.083325000000000024 -0.074544999999999986 0.10444500000000002 -0.07304999999999999 -0.013119999999999998 -0.067659999999999984 -0.010299999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 17 5 6 7 -5 -2 10 12 -12 15 14 -13 -10 -7 -4
right_child=1 2 3 4 -6 16 -8 -9 9 -11 11 13 -14 -15 -16 -17 -18 -19
leaf_value=0.015075747602223827 0.013831230105628431 -0.0078939596151933258 0.00025469933044367486 0.014841704162883915 0.01635495171071797 0.002488404555891346 -0.0037540081745109878 0.0057976359193138921 0.021084462613766529 -0.0053308266001131826 -0.0040798909223298836 0.0081601241946952716 0.0054376312997168053 0.00029411046797215293 0.0013712748842425219 0.010159215326384712 -0.0073386673785736968 -0.0064640816200392335
leaf_weight=78 93 52 52 77 62 54 52 298 52 60 59 999 80 84 84 58 52 52
leaf_count=78 93 52 52 77 62 54 52 298 52 60 59 999 80 84 84 58 52 52
internal_value=0 0.00597044 0.00360678 0.00446363 0.0057865 0.00455546 0.00626534 0.00765708 0.00710123 0.00667658 0.007186 0.00656773 0.0111707 0.00710682 0.00763439 0.015332 -0.00232395 -0.00309605
internal_weight=0 2320 751 699 595 533 427 375 1569 1476 1416 1226 190 1167 1083 110 106 104
internal_count=2398 2320 751 699 595 533 427 375 1569 1476 1416 1226 190 1167 1083 110 106 104
is_linear=0
shrinkage=0.0841495


Tree=3128
num_leaves=19
num_cat=0
split_feature=2 15 12 2 14 2 2 2 0 12 0 15 12 15 15 47 12 42
split_gain=52.0668 22.1425 11.0191 7.29916 6.32738 5.89481 3.73607 4.0983 3.28893 3.02346 2.27795 2.15111 1.78077 1.65604 3.82421 1.05756 0.912572 0.639455
threshold=0.11891500000000001 -0.41971499999999995 -0.010219999999999998 0.10161500000000002 0.062655000000000016 0.13538500000000001 -1.0000000180025095e-35 0.099675000000000014 -0.10891999999999999 0.08784500000000002 0.10798500000000001 -0.06784999999999998 0.087495000000000003 -0.044164999999999989 -0.26826999999999995 0.09585500000000001 0.077755000000000005 0.080060000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 8 -2 -3 -8 11 16 12 -4 -5 14 -7 -11 -10 -14
right_child=5 2 3 10 -6 13 7 -9 9 15 -12 -13 17 -15 -16 -17 -18 -19
leaf_value=0.0006443666068322026 0.0015435529804716794 0.0010071400826922076 0.0024717375750704894 0.0015685585633222576 0.0036059934464968187 0.00022788287314927787 0.0026225551997286849 0.0014304137009344491 0.0024403022350894471 0.0025507155863804692 0.0026745968705316845 0.0015685013015183291 0.001911949556655666 8.194936701396769e-05 0.0013859752039328175 0.0021463339462361119 0.0028636322967475398 0.002347362806327323
leaf_weight=74 103 57 65 88 72 67 63 63 63 673 58 52 66 56 58 80 553 87
leaf_count=74 103 57 65 88 72 67 63 63 63 673 58 52 66 56 58 80 553 87
internal_value=0 0.00241817 0.0024825 0.00255867 0.00264938 0.000913153 0.00170937 0.00202676 0.00260301 0.00264848 0.00208587 0.0020706 0.00194404 0.000554223 0.00076552 0.0025078 0.00282039 0.00215977
internal_weight=0 2114 2040 1857 1558 284 183 126 1486 1369 299 117 241 181 125 753 616 153
internal_count=2398 2114 2040 1857 1558 284 183 126 1486 1369 299 117 241 181 125 753 616 153
is_linear=0
shrinkage=0.0032998


Tree=3129
num_leaves=19
num_cat=0
split_feature=48 15 0 402 16 16 15 51 16 129 11 43 123 402 15 0 51 43
split_gain=0.696867 1.02054 0.610328 1.56298 0.97335 1.92279 2.3647 0.986915 0.842464 0.658492 1.19962 1.09084 0.705348 0.687801 0.672451 0.793762 0.545978 0.508095
threshold=-0.023659999999999997 -0.008094999999999998 -0.07304999999999999 0.02938 -0.13895999999999997 0.022165000000000004 0.089545000000000013 -0.092389999999999986 0.14091500000000004 0.048480000000000009 0.078065000000000009 -0.069824999999999984 0.084880000000000025 0.10999000000000002 -0.24269999999999997 -0.087404999999999997 -0.40771999999999992 -0.064499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 6 -6 16 -9 10 12 -11 13 14 -2 -16 -7 -10
right_child=2 -3 3 -5 5 7 -8 8 17 11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.0052942393449579017 0.015716028925274697 -0.0077023175059695243 0.013366560246410227 -0.0087343602227396601 -0.011603295650073913 0.0081787304387813051 0.0063219793661469393 0.017855547578010226 0.012497639793749465 -0.0064080681983200161 0.018029464084830627 0.0069076715522965789 -0.001225763611419137 0.00040766322811378779 0.0049427906832992027 0.008865439549638544 -0.0010889383276898178 0.0021845565937878247
leaf_weight=94 55 56 70 53 87 62 84 66 52 58 56 93 63 86 550 662 91 60
leaf_count=94 55 56 70 53 87 62 84 66 52 58 56 93 63 86 550 662 91 60
internal_value=0 0.000436767 0.00580812 0.00378133 0.00494242 0.00376612 -0.00279314 0.0071572 0.0110171 0.00658811 0.00708 0.00178763 0.0066464 0.00701355 0.0074613 0.00708603 0.00266127 0.00698004
internal_weight=0 150 2248 625 572 502 171 331 178 1623 1472 151 1416 1353 1267 1212 153 112
internal_count=2398 150 2248 625 572 502 171 331 178 1623 1472 151 1416 1353 1267 1212 153 112
is_linear=0
shrinkage=0.0762168


Tree=3130
num_leaves=18
num_cat=0
split_feature=1 3 3 3 3 14 3 3 1 51 3 0 42 3 40 50 3
split_gain=37.7075 10.3186 4.41121 3.55095 2.32205 2.26613 2.14008 1.99925 1.97866 1.27135 1.03823 1.26841 0.861609 0.840181 0.799449 0.44169 0.354923
threshold=0.10141500000000002 -0.055839999999999994 0.31534000000000006 0.077930000000000013 0.13772500000000001 0.062655000000000016 -0.12077499999999998 0.092330000000000009 0.12258000000000001 -0.40274499999999996 -0.08322499999999998 0.076335000000000014 0.11457500000000002 -0.008649999999999998 -0.0095299999999999985 0.10883000000000001 -0.077634999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 13 -5 6 -1 9 10 -8 11 -2 14 -3 -11 -16 -14
right_child=1 2 -4 4 -6 -7 7 -9 -10 12 -12 -13 16 -15 15 -17 -18
leaf_value=0.0016608261242193802 0.0014137561068568287 0.0009337837512480632 0.00015333058395060315 0.0018809429872599101 0.00098769850599397238 0.0027368942692584993 0.0016833864658044075 0.0016643817010095529 0.0011983088525126674 0.001881374937033699 0.0022703342134963262 0.0021036742853014832 0.0021037178671177107 0.00047310251566458502 0.0022558938319270526 0.0020441663261801775 0.001740906655600445
leaf_weight=99 60 103 72 66 57 66 53 84 52 71 59 53 60 70 1195 117 57
leaf_count=99 60 103 72 66 57 66 53 84 52 71 59 53 60 70 1195 117 57
internal_value=0 0.00120547 0.000872054 0.00104676 0.00146728 0.0021467 0.00212424 0.00215225 0.00175306 0.00217861 0.00192058 0.00173765 0.00219609 0.000747581 0.0022188 0.00223704 0.00192726
internal_weight=0 592 368 296 123 1802 1736 1637 224 1553 172 113 1500 173 1383 1312 117
internal_count=2394 592 368 296 123 1802 1736 1637 224 1553 172 113 1500 173 1383 1312 117
is_linear=0
shrinkage=0.0032351


Tree=3131
num_leaves=23
num_cat=0
split_feature=1 155 3 2 2 2 12 14 3 3 12 3 2 133 457 43 48 3 12 12 43 133
split_gain=27.9426 7.18916 4.94225 2.58288 2.49505 4.38889 2.31358 1.92061 1.91372 1.7099 1.05457 0.898141 0.680901 1.42002 0.752982 0.650599 0.549408 0.599648 0.323115 0.298959 0.414272 0.275907
threshold=0.10141500000000002 0.084785000000000013 0.31534000000000006 0.099450000000000024 0.10161500000000002 -1.0000000180025095e-35 0.08073000000000001 0.062655000000000016 0.085315000000000016 -0.12077499999999998 0.095565000000000011 0.092330000000000009 0.090175000000000019 0.032620000000000003 -0.080669999999999978 -0.082534999999999983 0.085510000000000017 -0.049204999999999992 0.085005000000000011 0.11650500000000001 -0.052219999999999996 -0.083244999999999986
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 4 7 5 -2 -5 9 16 -1 -8 12 14 21 -11 -15 17 -6 -16 20 -12 -14
right_child=1 -3 -4 6 8 -7 10 -9 -10 11 19 -13 13 15 18 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0011205761277105156 0.00052941424696733371 0.0017471718928812172 -0.00010678597993085346 0.00084759957095120557 0.00048086508595499591 0.0015070627020030616 0.0017935460479506498 0.002201671638329994 0.00092577958471826898 0.0014121099799639632 0.0016282719192994141 0.0012380262302083237 0.0011250896855666975 0.0020104159038930817 0.0018321675998628994 0.0015871635038573089 0.00063170392870050187 3.0407828655100843e-06 0.0016933049257328808 0.0011403991688854166 0.0012667677315720749 0.0014131114744769728
leaf_weight=66 84 70 72 76 52 103 76 60 103 83 59 53 56 57 238 107 54 54 656 52 73 90
leaf_count=66 84 70 72 76 52 103 76 60 103 83 59 53 56 57 238 107 54 54 656 52 73 90
internal_value=0 0.000792428 0.000664333 0.00158679 0.000787787 0.00106809 0.00133543 0.00164437 0.000588358 0.00162057 0.0014779 0.00164517 0.00166191 0.00153131 0.00170331 0.00173448 0.000370931 0.000237765 0.00173031 0.00134734 0.00142861 0.00130287
internal_weight=0 592 522 1802 450 187 336 1466 263 1406 260 1340 1287 310 977 164 160 106 894 184 132 146
internal_count=2394 592 522 1802 450 187 336 1466 263 1406 260 1340 1287 310 977 164 160 106 894 184 132 146
is_linear=0
shrinkage=0.00317166


Tree=3132
num_leaves=23
num_cat=0
split_feature=4 15 3 15 4 4 0 4 3 1 4 15 15 483 15 157 12 0 1 47 3 13
split_gain=2.86267 1.2017 1.75299 1.42511 2.36778 2.82229 1.06887 1.44593 1.05566 1.04743 0.95562 0.92516 0.681676 0.512125 0.547411 0.487729 0.452543 0.550347 0.479224 0.233918 0.207186 0.152651
threshold=0.27161500000000005 0.0056700000000000006 -0.14818499999999998 -0.01163 -0.21586499999999997 -0.01712 -0.040094999999999992 -0.014854999999999998 -0.013399999999999999 0.13075500000000004 0.42953500000000006 0.083815000000000014 -0.42759999999999992 0.096950000000000022 -0.19301999999999997 -0.079594999999999985 0.085005000000000011 -0.087454999999999991 0.094610000000000014 0.080455000000000013 -0.13795999999999997 -0.035449999999999988
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 3 -3 6 20 -6 7 19 11 10 -2 -4 -11 14 -9 -16 -13 -18 -19 21 -5 -1
right_child=9 2 8 4 5 -7 -8 13 -10 12 -12 16 -14 -15 15 -17 17 18 -20 -21 -22 -23
leaf_value=0.017193297127205225 -0.0032660439526812244 0.021375880104571754 -0.0032361900742430543 0.011100545809947316 -0.017111208154978682 0.0032813839343587663 -0.0045660844451037054 0.011590826003574374 0.016840347450716837 -0.0023112518718545281 0.0088869588332227863 0.012314393613764057 -0.014102111168886924 0.011933693549099863 0.0084383108560878942 0.002600966449946764 -0.00086647905929067303 0.0065515834892782756 0.014155536833136651 0.0090571612880296758 0.0046515281756269282 0.011604133170433214
leaf_weight=62 89 55 52 59 75 83 53 55 63 62 65 91 53 56 101 476 53 551 53 74 58 55
leaf_count=62 89 55 52 59 75 83 53 55 63 62 65 91 53 56 101 476 53 551 53 74 58 55
internal_value=0 0.00609582 0.00817518 0.00451366 -0.000304814 -0.00639349 0.00593629 0.00657046 0.00733294 -0.00224739 0.00185819 0.00658321 -0.00775238 0.00493976 0.00431875 0.00362416 0.00726693 0.00656658 0.00722017 0.0124402 0.00791055 0.0145729
internal_weight=0 2125 918 1207 275 158 932 879 863 269 154 800 115 688 632 577 748 657 604 191 117 117
internal_count=2394 2125 918 1207 275 158 932 879 863 269 154 800 115 688 632 577 748 657 604 191 117 117
is_linear=0
shrinkage=0.0762168


Tree=3133
num_leaves=25
num_cat=0
split_feature=1 1 12 4 4 3 3 41 16 4 4 3 4 158 51 43 42 12 42 16 51 12 16 43
split_gain=43.0686 10.3923 6.89582 3.03529 2.98342 2.78287 1.98112 1.79938 1.79884 2.42887 3.08816 1.70161 1.58297 1.11775 1.11297 1.33724 1.01102 0.893402 0.825736 0.675546 0.641441 0.716458 0.278624 0.167517
threshold=0.10141500000000002 0.13662500000000002 0.085090000000000013 0.043850000000000007 -0.010189999999999999 0.085315000000000016 0.25468500000000005 0.07831500000000001 0.0086100000000000013 -0.49432999999999994 -0.1075 0.13772500000000001 0.36766000000000004 0.080695000000000003 0.0045000000000000014 -1.0000000180025095e-35 0.084815000000000015 0.084160000000000013 0.086700000000000013 -0.096494999999999984 -0.093639999999999987 0.081420000000000006 -0.12029499999999999 -0.080419999999999978
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 5 7 -4 12 -3 8 14 -10 -11 -7 -2 17 19 18 -12 -5 -16 -1 -21 -22 -19 -18
right_child=1 6 4 13 -6 11 -8 -9 9 10 16 -13 -14 -15 15 -17 23 22 -20 20 21 -23 -24 -25
leaf_value=0.0026668061339653573 0.00045829472924449561 0.00067199160325715455 0.0023000507823168594 0.0013352848327247216 0.0014599599470621538 0.0018179306844611116 -0.00014326761335341847 0.0028261223754560394 0.0025304551651763505 0.0011204015045122875 0.0016687459059274319 0.0010196152289437619 0.0011259245781408437 0.0021698211144248244 0.0024906648152199103 0.0016782115112233059 0.0020632771150984317 0.0020260454557722513 0.0019375026922439269 0.0026433168856112 0.0018822537751425204 0.0022855341728073193 0.001689035012502914 0.0023030882765982495
leaf_weight=54 87 77 90 57 95 60 56 52 69 53 63 57 70 71 67 74 73 52 54 52 52 834 60 65
leaf_count=54 87 77 90 57 95 60 56 52 69 53 63 57 70 71 67 74 73 52 54 52 52 834 60 65
internal_value=0 0.00114101 0.00137638 0.00216703 0.00186884 0.00104374 0.00032846 0.00222021 0.00219933 0.00198011 0.00183046 0.00142931 0.000756188 0.00182071 0.00225895 0.00202953 0.00201752 0.00167384 0.00224409 0.00230401 0.00228309 0.00226191 0.00184582 0.00217649
internal_weight=0 592 459 1802 185 274 133 1562 1510 323 254 117 157 240 1187 195 201 169 121 992 938 886 112 138
internal_count=2394 592 459 1802 185 274 133 1562 1510 323 254 117 157 240 1187 195 201 169 121 992 938 886 112 138
is_linear=0
shrinkage=0.0032998


Tree=3134
num_leaves=33
num_cat=0
split_feature=1 39 15 13 15 1 49 1 11 1 49 151 15 11 15 51 15 133 1 16 13 51 51 42 16 15 42 1 15 400 1429 42
split_gain=43.7317 6.5391 6.1635 5.65488 3.59252 3.35295 3.14746 2.92729 2.81716 2.27588 2.45975 2.20052 2.60362 1.74404 1.77164 1.65564 1.56114 1.07431 0.923258 0.849949 0.804892 0.743081 0.702705 0.593373 0.580299 0.515004 0.464025 0.429979 0.300843 0.271913 0.222546 0.110376
threshold=0.10752500000000002 0.081875000000000017 -0.087404999999999983 -0.085409999999999986 0.022565000000000005 0.094165000000000013 -0.016709999999999999 0.12895500000000001 1.0000000180025095e-35 0.085720000000000005 -0.011659999999999998 -0.0067699999999999991 -0.074254999999999974 0.083010000000000014 -0.015464999999999998 -0.085434999999999983 0.12011500000000001 0.078935000000000019 0.11762000000000002 0.15737500000000001 -0.017484999999999997 -0.08373499999999999 0.081440000000000026 0.082410000000000025 -0.011859999999999997 -0.42443999999999993 0.087075000000000014 0.085720000000000005 -0.41971499999999995 -0.085274999999999976 0.083715000000000026 0.084775000000000003
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=1 4 7 -4 9 -3 -5 28 16 11 -11 24 15 14 31 -13 20 19 -8 -14 23 -19 -17 -6 -1 -9 -25 29 -2 -22 -26 -12
right_child=2 5 3 6 8 -7 18 25 -10 10 13 12 17 -15 -16 22 -18 21 -20 -21 27 -23 -24 26 30 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0025399697480646844 0.0010538267173014967 0.0017750827102692825 0.00032876121841011541 0.0009176394666183692 0.0017451834529852825 0.0006488213358067387 0.0015806700078100885 0.00036170222846302632 0.0028903545356879609 0.0010823704760019519 0.0019829482421872616 0.0025192140390318881 0.0010628832502770488 0.0022984719815272955 0.0011520577133707628 0.0018065801764323391 0.0016548331225693521 0.0015429872703187654 0.0021943942859615271 0.0016402947163455903 0.0020055132614360369 0.0020817148969834521 0.0022053939052298459 0.0023360382654889892 0.0022701188558675177 -4.6799604965954587e-05 0.0020489972826999402 0.0025254999035483634 0.00072055984054710497 0.002274412154098402 0.0019835242878430107 0.001760677751891134
leaf_weight=60 52 54 52 53 55 57 52 66 52 67 52 65 52 54 55 153 72 53 52 56 52 56 68 77 70 63 287 62 65 205 53 52
leaf_count=60 52 54 52 53 55 57 52 66 52 67 52 65 52 54 55 153 72 53 52 56 52 56 68 77 70 63 287 62 65 205 53 52
internal_value=0 0.00196022 0.000845639 0.00125425 0.00200654 0.00119704 0.00156056 0.000498349 0.00215862 0.0018708 0.00162431 0.00197135 0.00186046 0.00179461 0.00162328 0.00206361 0.0021116 0.00159255 0.00188786 0.0013626 0.00215612 0.00182008 0.00192945 0.00206203 0.00227597 0.000161934 0.00210981 0.0022796 0.000868974 0.00222014 0.00214691 0.00187215
internal_weight=0 1939 455 209 1828 111 157 246 862 966 280 686 503 213 159 286 810 217 104 108 738 109 221 419 183 129 364 319 117 257 123 104
internal_count=2394 1939 455 209 1828 111 157 246 862 966 280 686 503 213 159 286 810 217 104 108 738 109 221 419 183 129 364 319 117 257 123 104
is_linear=0
shrinkage=0.0032351


Tree=3135
num_leaves=23
num_cat=0
split_feature=1 52 484 1 12 151 12 150 16 11 43 16 12 12 43 124 133 16 16 15 52 12
split_gain=45.9476 6.32719 4.35723 2.47635 2.28694 2.21967 1.64577 1.41115 2.92605 2.742 1.75272 1.35059 1.30606 1.25129 1.17614 1.04285 0.737773 0.72106 0.512446 0.443403 0.381371 0.364218
threshold=0.10141500000000002 -0.41304999999999997 -1.0000000180025095e-35 0.14699000000000004 0.11930500000000001 -0.086224999999999982 0.023990000000000004 0.088985000000000009 -0.013324999999999998 1.0000000180025095e-35 0.015110000000000002 -0.019749999999999993 0.087745000000000004 0.086160000000000014 -0.010064999999999999 -1.0000000180025095e-35 -0.44909999999999994 0.0060650000000000009 0.057675000000000011 -0.029334999999999996 -0.45478499999999994 0.09697500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 7 -4 11 9 -9 10 12 14 15 -12 -7 -1 -15 -17 19 -14 -20 -18
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 13 -13 18 16 -16 17 21 -19 20 -21 -22 -23
leaf_value=0.0018010247251974438 0.0020017315804541453 0.0016575005241236775 0.00035821605223502036 0.00015175023213206596 0.0014411552722901728 0.00068327003029994195 0.0013722316182701905 0.001210084045416205 0.0021839117791834961 0.0026825734168788766 0.0014021743499982864 0.00049376817458427771 0.0019343025137382513 0.0022563945798243193 0.0012599454257957721 0.0023377297273331076 0.0019696997335630325 0.0020473916370252849 0.0020866655911579773 0.002150930282864328 0.0017338113243081507 0.0016342134735991489
leaf_weight=52 62 70 70 56 58 63 88 56 77 87 53 75 146 63 91 478 86 113 52 338 91 59
leaf_count=52 62 70 70 56 58 63 88 56 77 87 53 75 146 63 91 478 86 113 52 338 91 59
internal_value=0 0.00102511 0.000907009 0.000788343 0.00207508 0.00088037 0.000995564 0.00209605 0.00177414 0.00212249 0.00209064 0.000850667 0.00214044 0.00184822 0.00102426 0.00224341 0.00196171 0.00228228 0.00203478 0.00208566 0.00186236 0.00183343
internal_weight=0 575 513 443 1809 387 317 1751 133 1618 1531 229 1270 261 154 643 208 591 627 484 143 145
internal_count=2384 575 513 443 1809 387 317 1751 133 1618 1531 229 1270 261 154 643 208 591 627 484 143 145
is_linear=0
shrinkage=0.0032351


Tree=3136
num_leaves=33
num_cat=0
split_feature=1 12 2 2 2 12 2 133 133 15 16 15 16 2 15 42 15 16 133 2 16 1 42 52 16 12 52 16 52 475 12 52
split_gain=43.0625 7.57827 9.82213 2.94513 1.86222 1.43765 1.28926 1.41977 1.6457 1.27125 1.2676 1.71835 0.897099 0.881889 1.13493 0.832681 0.948789 0.945985 0.727235 0.937635 0.892927 0.792483 0.616618 0.51013 0.743249 0.487285 0.436095 0.329785 0.309191 0.261704 0.157777 0.327771
threshold=0.10141500000000002 -1.0000000180025095e-35 0.11500500000000001 0.11366500000000002 0.13880500000000004 0.087545000000000026 0.090000000000000011 0.032620000000000003 0.088175000000000017 0.09167500000000002 0.081265000000000018 -0.039984999999999993 0.0060650000000000009 -1.0000000180025095e-35 -0.26826999999999995 0.088060000000000013 0.085915000000000019 -0.025314999999999994 0.0061750000000000008 0.085025000000000003 -0.004174999999999999 0.084755000000000011 0.09087000000000002 1.0000000180025095e-35 -0.008069999999999999 0.092150000000000024 0.074235000000000009 -0.095794999999999977 0.10611000000000001 -1.0000000180025095e-35 0.090840000000000018 0.063595000000000013
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 13 5 6 -4 -3 15 9 -9 10 11 27 -5 -2 -15 16 18 30 20 -20 21 -1 -7 24 -17 -10 -27 -8 -25 -21 31 -18
right_child=1 2 4 12 -6 22 7 8 25 -11 -12 -13 -14 14 -16 23 17 -19 19 29 -22 -23 -24 28 -26 26 -28 -29 -30 -31 -32 -33
leaf_value=0.0025366066023214985 0.00052121321689870535 0.001652915416415333 0.0012197758814631377 0.0021947818057712364 0.00045346035834747006 0.0023875988643371898 0.0022090845861012015 0.0029256664493266327 0.0024753272563199104 0.0024519252491323846 0.0023366491008419816 0.0013149692099767684 0.0016357005137904806 0.00062519682718972086 0.0012413721275366313 0.0019825864912990355 0.0026319737876672163 0.0030597198927773111 0.0019000238300531332 0.0025239875631501082 0.0028382892927900092 0.0021376952640258999 0.0019354653521915658 0.0026317732667250492 0.002457428114229541 0.0019172187758212825 0.0023189134254291846 0.0018530812077455505 0.0022829055055743307 0.0022489495975557034 0.0027011800416482617 0.0022929239636741722
leaf_weight=190 80 76 86 52 58 89 61 56 90 82 74 52 81 60 72 102 76 52 58 84 72 78 54 54 57 52 73 57 63 76 60 57
leaf_count=190 80 76 86 52 58 89 61 56 90 82 74 52 81 60 72 102 76 52 58 84 72 78 54 54 57 52 73 57 63 76 60 57
internal_value=0 0.0012916 0.0015812 0.00232842 0.000911366 0.00202148 0.002366 0.00224222 0.00241955 0.00209469 0.00197449 0.00181664 0.00185455 0.000795557 0.000961559 0.00243446 0.00248868 0.00266126 0.00241284 0.00226242 0.00250918 0.00242064 0.00221711 0.0022766 0.00215303 0.00228756 0.00215209 0.00203742 0.00244422 0.00239356 0.00255372 0.00248693
internal_weight=0 575 363 1809 144 219 1676 597 271 326 244 170 133 212 132 1079 803 245 558 218 340 268 143 276 159 215 125 118 117 160 193 133
internal_count=2384 575 363 1809 144 219 1676 597 271 326 244 170 133 212 132 1079 803 245 558 218 340 268 143 276 159 215 125 118 117 160 193 133
is_linear=0
shrinkage=0.0032998


Tree=3137
num_leaves=24
num_cat=0
split_feature=1 3 2 13 2 4 4 0 0 4 2 2 1 0 4 3 43 15 2 15 43 0 12
split_gain=77.4157 18.9956 8.0291 4.508 4.22307 2.99367 2.02991 1.74433 1.64533 1.55592 1.55134 1.79895 1.50156 1.06074 1.01196 0.959978 0.803717 0.632915 0.615146 0.713835 0.593147 0.506174 0.430463
threshold=0.10141500000000002 -0.031844999999999991 0.11500500000000001 -1.0000000180025095e-35 0.11366500000000002 0.043850000000000007 -0.49862999999999996 -0.11208499999999998 -0.079119999999999982 -0.013324999999999998 0.14721500000000001 -0.020134999999999997 0.092415000000000011 -0.050379999999999994 0.26379000000000002 -0.064674999999999983 -0.072864999999999985 0.085915000000000019 0.10428500000000002 0.088245000000000004 -0.082039999999999988 -0.098179999999999976 0.093415000000000012
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 9 10 5 6 -1 -7 12 -2 11 -3 15 -6 -5 17 -13 -8 19 20 -10 -9 -21
right_child=1 3 -4 14 13 7 8 21 18 -11 -12 16 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 -24
leaf_value=0.0029389169594721256 0.0024329504516830145 -0.00010256413369424696 0.00077031222972784264 0.0013508624806542553 0.00202416717972344 0.0024264538459512629 0.0023979979047840517 0.001553465089676179 0.0016954387816363354 0.0017959436201307895 -0.00025841627325394879 0.00029745968214358069 0.0019437059866064682 0.0014342618228867562 0.00071350052815924978 0.0028171099709958336 0.00082739453737297236 0.0025790593447447027 0.0025207910825068985 0.0025108744252820159 0.0021594036502596099 0.0019749936243740498 0.002174267166645775
leaf_weight=78 70 57 72 53 78 64 572 61 52 96 53 54 55 55 52 90 68 325 59 60 68 61 131
leaf_count=78 70 57 72 53 78 64 572 61 52 96 53 54 55 55 52 90 68 325 59 60 68 61 131
internal_value=0 0.000973563 0.00167331 0.000479275 0.00233639 0.00238048 0.00242889 0.00199246 0.00240069 0.00206477 0.000227366 0.000371394 0.00246679 0.00178048 0.00103555 0.0024959 0.000593116 0.00246364 0.00221446 0.00215623 0.00195864 0.00176451 0.00228019
internal_weight=0 575 238 337 1809 1676 1490 186 1412 166 232 179 1042 133 105 987 122 897 370 311 120 122 191
internal_count=2384 575 238 337 1809 1676 1490 186 1412 166 232 179 1042 133 105 987 122 897 370 311 120 122 191
is_linear=0
shrinkage=0.0032351


Tree=3138
num_leaves=19
num_cat=0
split_feature=2 12 1446 2 34 15 2 13 51 49 15 130 13 1429 1447 1429 13 0
split_gain=2.48677 1.94858 1.29991 1.37393 1.00185 0.82147 1.31996 1.0481 1.03865 0.740351 1.40643 0.5078 0.489652 0.472088 0.499083 0.556243 0.343435 0.255723
threshold=0.10394500000000002 -0.078454999999999983 0.087985000000000022 -0.079939999999999983 -0.038779999999999995 -0.080944999999999989 0.14271500000000001 -0.16392499999999996 -0.13217999999999999 0.088340000000000016 -0.41880499999999993 -0.0015749999999999998 0.00084500000000000016 -0.069929999999999978 -0.085709999999999995 0.084690000000000015 -0.036584999999999993 -0.084524999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 7 8 -2 -7 10 -9 17 16 -13 -15 -16 -10 -5
right_child=5 2 -4 11 -6 6 -8 9 12 -11 -12 13 -14 14 15 -17 -18 -19
leaf_value=-0.0082040972165921804 0.010159397961402779 0.022227105610508568 0.020227627007993913 0.011318724880727203 0.0064133601621895603 -0.00013988402898442378 -0.0045413235309425398 0.0022739917990886567 0.011199660572531094 0.0043374715844793762 -0.015577873824710594 0.016961148339062142 0.0058371615960694616 0.015763469661356479 0.0089864300647790069 0.0016374693284448435 0.019467753852376729 0.01782552129932086
leaf_weight=54 55 63 95 101 78 67 61 60 93 64 60 52 69 69 1142 75 55 71
leaf_count=54 55 63 95 101 78 67 61 60 93 64 60 52 69 69 1142 75 55 71
internal_value=0 0.0100828 0.0108464 0.0102793 0.000426819 0.00388452 0.0064599 0.000163234 0.00882594 -0.00281996 -0.0066446 0.00978025 0.0115983 0.00923589 0.00892283 0.00853426 0.0142782 0.0140098
internal_weight=0 1800 1668 1573 132 584 345 239 284 184 120 1510 217 1338 1286 1217 148 172
internal_count=2384 1800 1668 1573 132 584 345 239 284 184 120 1510 217 1338 1286 1217 148 172
is_linear=0
shrinkage=0.0824996


Tree=3139
num_leaves=23
num_cat=0
split_feature=1 51 150 11 13 51 49 150 1 48 133 1447 1 403 42 484 133 1 403 42 403 133
split_gain=2.42553 0.855635 0.78124 0.734218 0.97623 1.00833 0.665717 1.12171 0.553951 0.54082 0.440352 0.40523 0.386203 0.380041 0.642869 0.428503 0.375659 0.314216 0.340745 0.291314 0.174264 0.0654302
threshold=0.10141500000000002 0.10551500000000001 0.10375000000000002 0.080320000000000016 -0.038394999999999992 -0.032359999999999993 -0.072214999999999988 0.089910000000000018 0.13075500000000004 0.084620000000000015 0.11588000000000002 -0.085709999999999995 0.078340000000000007 -0.084094999999999989 0.065960000000000019 -0.23287499999999997 -0.10298999999999998 0.077800000000000022 -0.43215499999999996 0.091090000000000018 -0.091109999999999983 0.27568500000000007
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=6 2 3 4 8 -6 12 10 19 -7 11 -8 -1 14 20 -15 -17 18 -12 -2 -13 -20
right_child=1 -3 -4 -5 5 9 7 -9 -10 -11 17 13 -14 15 -16 16 -18 -19 21 -21 -22 -23
leaf_value=0.0094635026818121262 0.010013245152007848 0.0093277922812656199 0.0091118782504870412 0.0072879511942658109 0.0029852965133144891 -0.014421606426942547 0.013369507814949933 -0.0014522742720464235 -0.0024930428275871876 -0.0041575316616914203 -0.00042547237126955436 0.010811564031161265 0.0174935508993781 0.0024423037024391128 -0.0021748267975468033 0.0062048775730317914 0.0097970010264349996 0.0096351854247366166 0.0042984913027750886 0.0021022626194763597 0.0048622217579484912 0.0081541181067602275
leaf_weight=81 52 85 61 66 55 62 93 77 79 58 78 60 62 61 53 216 804 63 53 57 56 52
leaf_count=81 52 85 61 66 55 62 93 77 79 58 78 60 62 61 53 216 804 63 53 57 56 52
internal_value=0 0.00226748 0.00104107 -0.000104629 -0.00145098 -0.00554906 0.00795234 0.00752281 0.0023594 -0.00946742 0.00795824 0.00850213 0.0129508 0.00813934 0.00476753 0.00866573 0.00903711 0.00498568 0.00338059 0.00588377 0.00794648 0.00621569
internal_weight=0 575 490 429 363 175 1809 1666 188 120 1589 1343 143 1250 169 1081 1020 246 183 109 116 105
internal_count=2384 575 490 429 363 175 1809 1666 188 120 1589 1343 143 1250 169 1081 1020 246 183 109 116 105
is_linear=0
shrinkage=0.0762168


Tree=3140
num_leaves=14
num_cat=0
split_feature=14 3 39 4 4 4 3 3 1 4 1 1 4
split_gain=0.953849 1.51323 1.34049 1.00713 1.09744 0.939492 0.644816 0.537687 1.66523 0.542756 0.531338 0.518774 0.203496
threshold=-0.22253999999999999 0.011825000000000002 0.10076500000000001 -0.030434999999999993 0.076415000000000025 0.30163500000000004 -0.0083149999999999977 -0.14162499999999997 0.079865000000000019 -0.1075 0.099195000000000019 0.091275000000000009 0.41555500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 6 7 8 -2 -9 -10 -11 -6
right_child=1 3 -4 4 12 -7 -8 9 10 11 -12 -13 -14
leaf_value=0.013202208996725261 -0.00022473353998261571 0.0062349652784034083 -0.0055872186199814365 -0.010682493329637093 0.0050676979115759618 -0.0014768207915436358 0.015211015697571479 -0.0018047831749295146 0.022857230867081111 0.0070355848795295292 0.011245884806253673 0.0030567837450253994 -0.0019512231624015932
leaf_weight=102 56 103 63 83 56 94 58 55 52 1268 52 259 52
leaf_count=102 56 103 63 83 56 94 58 55 52 1268 52 259 52
internal_value=0 0.00519931 0.00601214 -0.000208349 -0.00368754 0.00639843 0.00681017 0.00652997 0.0110049 0.00607684 0.0170599 0.00636129 0.00168022
internal_weight=0 2251 1957 294 191 1894 1800 1742 160 1582 104 1527 108
internal_count=2353 2251 1957 294 191 1894 1800 1742 160 1582 104 1527 108
is_linear=0
shrinkage=0.0808819


Tree=3141
num_leaves=15
num_cat=0
split_feature=39 13 15 0 42 14 2 0 0 52 15 13 159 2
split_gain=27.1808 16.765 7.36983 5.88196 3.76158 2.83006 2.43652 1.77261 1.89022 1.99058 1.61961 1.90833 1.32619 0.408766
threshold=0.081875000000000017 -0.28558999999999996 -0.37478999999999996 -0.18087499999999998 -1.0000000180025095e-35 0.076175000000000007 0.10000000000000002 -0.13314999999999996 -0.065489999999999979 -0.5528599999999998 -0.24042999999999998 -0.011764999999999998 -0.44792999999999994 0.11693000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 6 -2 7 -4 -5 12 -10 -6 -12 -9 -1
right_child=4 2 3 5 10 -7 -8 8 9 -11 11 -13 -14 -15
leaf_value=0.0011321442127228477 0.0018852928776864888 0.0012542430544992117 0.0020761882673698152 0.0017468657820746878 0.00055745824431080145 0.0031156535044424348 0.0010821871179154913 0.0019846109086312947 0.0026872627932372152 0.0019992682504920336 0.001478265613896918 0.00067800717005785441 0.0024303118411816197 0.0007192623309528654
leaf_weight=52 53 75 52 55 88 52 56 78 56 261 76 57 1288 54
leaf_count=52 53 75 52 55 88 52 56 78 56 261 76 57 1288 54
internal_value=0 0.00220112 0.00226981 0.00230993 0.00109517 0.00235509 0.00156111 0.00233231 0.00235142 0.00212092 0.000905527 0.00113556 0.00240489 0.000922141
internal_weight=0 2079 1973 1898 274 1790 108 1738 1683 317 221 133 1366 106
internal_count=2353 2079 1973 1898 274 1790 108 1738 1683 317 221 133 1366 106
is_linear=0
shrinkage=0.0032998


Tree=3142
num_leaves=24
num_cat=0
split_feature=30 2 133 133 14 39 2 3 482 42 42 4 160 48 13 3 43 42 3 3 2 3 133
split_gain=0.74924 0.718178 1.22685 1.43108 1.16728 1.15653 0.771338 0.734396 0.934934 0.684034 1.16468 0.553757 1.00432 1.35209 0.804461 0.655874 0.537859 0.536213 0.523255 0.416959 0.513724 0.341435 0.252273
threshold=0.086065000000000016 0.092155000000000015 0.026115000000000003 0.087645000000000015 -0.22253999999999999 1.0000000180025095e-35 0.094565000000000024 0.092330000000000009 0.090960000000000013 1.0000000180025095e-35 0.083585000000000007 -0.060264999999999992 -0.065384999999999985 0.10168500000000001 -0.04009999999999999 -0.116045 -0.030304999999999995 -0.0060199999999999993 -0.085044999999999996 -0.072024999999999992 0.10060500000000001 -0.076969999999999997 -0.020484999999999996
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=1 5 4 -4 -3 7 -6 8 9 17 -11 14 -13 -14 -8 -16 19 22 -12 20 -5 -19 -1
right_child=-2 2 3 16 6 -7 11 -9 -10 10 18 12 13 -15 15 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=0.012034252404492969 -0.0043649114356666442 0.013828259050850536 0.021922523986300495 0.00071018187136599688 -0.010101998566373475 0.019422337359491428 -0.0033145532961449532 -0.0036532664286923946 -0.0045719040701194032 -0.006977280932155416 0.002813158215366852 -0.010667111457754066 0.0057417285310773745 -0.0095982032903993708 0.00411326538839099 0.018236606751996835 0.014567486556959603 0.022070354538184594 0.0089370519111023825 -0.0019697631494971263 0.011991461497430321 0.01136378564642811 0.0072015720816314402
leaf_weight=160 57 65 61 64 52 70 53 52 52 53 163 66 209 65 63 52 52 52 467 68 77 52 228
leaf_count=160 57 65 61 64 52 70 53 52 52 53 163 66 209 65 63 52 52 52 467 68 77 52 228
internal_value=0 0.0064082 0.00444459 0.0091044 0.00204227 0.00778591 0.00067248 0.00714827 0.00760685 0.00814667 0.00624063 0.00177733 -0.000376151 0.00209907 0.00614148 0.0105081 0.0061048 0.0107906 0.00735419 0.0039945 0.00687792 0.0167266 0.00919699
internal_weight=0 2296 947 322 625 1349 560 1279 1227 1175 683 508 340 274 168 115 261 492 630 209 141 104 388
internal_count=2353 2296 947 322 625 1349 560 1279 1227 1175 683 508 340 274 168 115 261 492 630 209 141 104 388
is_linear=0
shrinkage=0.0929079


Tree=3143
num_leaves=23
num_cat=0
split_feature=12 15 12 15 150 52 12 52 11 11 160 52 50 130 15 13 15 13 1447 483 43 50
split_gain=62.0277 13.1101 11.864 8.06559 7.62343 3.88311 3.07894 2.43131 2.1454 1.60302 1.30731 1.17379 0.81813 0.779994 0.67501 0.632577 0.628261 0.625822 0.377391 0.517684 0.39631 0.240772
threshold=0.077755000000000005 -0.37478999999999996 0.13820000000000002 -0.17677499999999999 0.094605000000000009 -0.08929999999999999 0.090255000000000016 -0.079324999999999993 1.0000000180025095e-35 0.080455000000000013 -1.0000000180025095e-35 -0.15824499999999997 0.089465000000000017 -1.0000000180025095e-35 0.054100000000000002 -0.077944999999999987 -0.070049999999999987 -0.013514999999999998 -0.086059999999999984 0.091400000000000009 -0.082534999999999983 0.115
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 17 3 -2 5 11 8 -7 18 12 -9 -3 13 -8 -15 -12 -17 -1 -5 20 -20 -14
right_child=2 4 -4 6 -6 7 9 10 -10 -11 15 -13 21 14 -16 16 -18 -19 19 -21 -22 -23
leaf_value=-4.275201171528216e-05 0.0011582432764887219 0.00162021824830489 0.0007115708417027622 0.0026183254966262131 0.00032922088311756516 0.00064294814618667904 0.0024009748924316691 0.00175802584197279 0.0029896450597385622 0.0026114999240971454 0.00092588268283231017 0.0023018674889163492 0.0024391790953017488 0.0018616003846050689 0.0021018687613854276 0.0015770874616538597 0.0010932364241965187 0.00040100247543788705 0.0024895731855004493 0.0020353471319084892 0.0023142205054377642 0.0021652847390549062
leaf_weight=89 71 55 56 58 80 59 52 68 62 65 52 52 69 251 248 63 52 53 200 55 469 74
leaf_count=89 71 55 56 58 80 59 52 68 62 65 52 52 69 251 248 63 52 53 200 55 469 74
internal_value=0 0.000986625 0.00217723 0.00222624 0.00124162 0.00142356 0.00227352 0.00123119 0.00240828 0.00212362 0.00137872 0.00195181 0.00207788 0.00202077 0.00198108 0.00122407 0.0013586 0.000122631 0.00236214 0.00234157 0.00236669 0.00229769
internal_weight=0 623 1730 1674 481 401 1603 294 844 759 235 107 694 551 499 167 115 142 782 724 669 143
internal_count=2353 623 1730 1674 481 401 1603 294 844 759 235 107 694 551 499 167 115 142 782 724 669 143
is_linear=0
shrinkage=0.0032351


Tree=3144
num_leaves=22
num_cat=0
split_feature=2 30 13 2 0 13 0 50 16 11 16 0 16 2 0 16 42 0 2 43 155
split_gain=40.391 26.0014 11.3203 7.39297 9.16565 5.95628 3.32929 3.63193 3.17216 3.11946 2.45228 3.50481 2.18515 2.46645 2.06621 2.33137 1.33046 1.25911 0.906657 0.654687 0.381085
threshold=0.12330500000000001 0.086065000000000016 -0.28558999999999996 0.099325000000000011 -0.14454499999999995 -0.15078499999999997 -0.076539999999999983 0.089465000000000017 -0.34140499999999996 1.0000000180025095e-35 0.39524000000000009 -0.061204999999999989 0.070130000000000012 0.084675000000000014 -0.10891999999999999 -0.095229999999999995 0.087260000000000018 -0.057864999999999993 0.092155000000000015 -0.078959999999999989 0.10727000000000002
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 2 -1 6 -5 -2 9 12 -7 14 11 19 13 -8 15 -4 -14 -10 -16 -6 -12
right_child=5 -3 3 4 10 8 7 -9 17 -11 20 -13 16 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.00088322328919418166 -7.9924825894709368e-05 4.1323367479403092e-05 0.0024253665566945368 0.0010762662607111564 0.0025237046445450808 0.00046248617105024283 0.0012273553354654864 0.0027381038576787214 0.0010404770469977639 0.0031993701332589542 0.0023964476013185769 0.0012936958482248468 0.001938514770910402 0.0020664049821278213 0.0025234913927037967 0.0015387349490185622 0.0026244720672828773 0.0017064848845624371 0.0022252395853512687 0.0020768667207758224 0.0027968220737318397
leaf_weight=61 61 57 74 103 56 57 69 77 57 60 52 56 63 79 928 54 57 63 123 94 52
leaf_count=61 61 57 74 103 56 57 69 77 57 60 52 56 63 79 928 54 57 63 123 94 52
internal_value=0 0.00219728 0.00225698 0.00229892 0.00191302 0.00079133 0.00239952 0.00211776 0.00109179 0.00247794 0.00219093 0.00198577 0.0019394 0.00167546 0.0024412 0.00205159 0.00226463 0.00139042 0.00248862 0.00224392 0.00259697
internal_weight=0 2115 2058 1997 413 238 1584 345 177 1239 310 206 268 148 1179 128 120 120 1051 150 104
internal_count=2353 2115 2058 1997 413 238 1584 345 177 1239 310 206 268 148 1179 128 120 120 1051 150 104
is_linear=0
shrinkage=0.0032351


Tree=3145
num_leaves=13
num_cat=0
split_feature=41 39 2 14 0 12 52 0 2 12 0 2
split_gain=1.45704 1.63865 1.09035 0.890533 0.950952 1.00696 0.678796 0.988807 0.502706 1.08974 0.979512 0.257193
threshold=0.079395000000000007 0.095830000000000012 -0.007134999999999999 0.018475000000000002 -0.13740499999999997 -0.041134999999999991 0.0043000000000000009 -0.17785499999999996 0.10836000000000003 0.091445000000000012 0.11026000000000001 0.11728500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 10 -10 -7 -3
right_child=-2 11 3 -5 5 8 -8 -9 9 -11 -12 -13
leaf_value=-0.0021285112040099427 -0.004392883992218803 -0.00014110607946806605 0.0087023190790476487 0.01588490934876181 0.015192743484985833 0.0063145503236382667 -0.0062900215557241132 -0.0031812553778394772 -0.0054938330567775645 0.0060323270532369857 0.016979019224468605 -0.0077377934102122164
leaf_weight=95 92 52 95 54 75 1391 53 71 65 178 52 52
leaf_count=95 92 52 95 54 75 1391 53 71 65 178 52 52
internal_value=0 0.00538966 0.00584614 0.006219 0.00595498 0.00654412 0.00121394 0.00361468 0.00615891 0.00294585 0.00669942 -0.00394727
internal_weight=0 2233 2129 2034 1980 1761 219 166 1686 243 1443 104
internal_count=2325 2233 2129 2034 1980 1761 219 166 1686 243 1443 104
is_linear=0
shrinkage=0.0762168


Tree=3146
num_leaves=23
num_cat=0
split_feature=4 12 41 401 12 4 0 0 151 151 0 4 42 157 42 150 150 124 13 47 0 12
split_gain=1.07274 1.37947 0.890654 0.63737 0.86048 0.752636 0.680609 0.67513 0.613481 0.74322 0.710202 0.858284 0.597818 0.466805 0.698469 0.461187 0.396591 0.749045 0.371552 0.360087 0.194615 0.103343
threshold=0.30163500000000004 1.0000000180025095e-35 0.079395000000000007 0.083100000000000021 -0.011819999999999999 -0.082634999999999986 -0.087454999999999991 -0.083854999999999985 -0.0039699999999999987 -0.088054999999999981 -0.079854999999999995 -0.028814999999999997 0.083725000000000008 -0.0045449999999999996 -0.015274999999999999 0.085395000000000013 0.084335000000000007 -0.083289999999999989 -0.090389999999999984 0.085025000000000017 -0.074754999999999988 0.091955000000000023
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 18 3 4 16 6 -6 -5 9 12 11 -10 -7 -8 -15 -11 17 -1 -2 -12 -20 -9
right_child=1 -3 -4 7 5 8 13 21 10 15 19 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0082043799362725312 0.0079855598588096915 -0.0098684140789535926 -0.0043990308866970517 0.0142769544578358 0.015613261470493644 -0.002892800571016312 0.012695583464031662 0.0026837956862845094 -0.0027033752980469093 0.0078159899279490151 0.0066671724873106769 0.0035767029462906849 0.0083894640306115854 0.0096534866926739158 0.0023041162721211079 0.016791282717382439 -0.0061607834675486001 -0.0046072292753935986 -0.0015556070323618828 -0.00012768863289344887 0.0043480209481699594 0.0074992567499066378
leaf_weight=54 57 67 60 85 57 55 62 52 186 94 340 394 54 131 177 52 53 52 86 52 52 53
leaf_count=54 57 67 60 85 57 55 62 52 186 94 340 394 54 131 177 52 53 52 86 52 52 53
internal_value=0 -0.000430833 0.00474373 0.00501801 0.00457699 0.00509187 0.00785002 0.00922203 0.00413136 0.00746114 0.00325697 0.00156134 0.00268911 0.00665186 0.00543263 0.0110182 -0.000773968 0.00191176 0.00280765 0.00576374 0.000663052 0.00512221
internal_weight=0 262 2063 2003 1813 1654 427 190 1227 255 972 580 109 370 308 146 159 106 195 392 138 105
internal_count=2325 262 2063 2003 1813 1654 427 190 1227 255 972 580 109 370 308 146 159 106 195 392 138 105
is_linear=0
shrinkage=0.0762168


Tree=3147
num_leaves=15
num_cat=0
split_feature=15 16 41 14 51 130 42 51 401 13 13 1452 15 16
split_gain=0.81814 1.84382 1.37456 0.921283 0.861653 0.714684 0.678945 0.630622 0.499036 0.484995 0.544047 0.415758 0.363469 0.198381
threshold=-0.26826999999999995 -0.49181999999999998 0.079395000000000007 -0.41076499999999994 0.14743000000000003 -0.050984999999999996 -0.017139999999999999 0.11893500000000001 0.083100000000000021 0.034905000000000012 0.091035000000000019 0.091225000000000014 0.088965000000000002 -0.087569999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -3 5 6 -2 8 9 11 -11 -7 13 -10
right_child=2 3 -4 -5 -6 7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.011252472542521104 0.017759727623051714 3.7427111386071576e-05 -0.0062789291387258883 -0.013465538958928104 -0.004562880107858232 0.0039987471156848189 0.0050681334413765523 0.013242263700110888 0.014396033730092262 -0.0054841998459115113 0.0032792537322665523 0.011177643918639821 0.0030239174046122396 0.0077717952941291643
leaf_weight=53 53 67 80 65 66 1398 58 52 55 74 124 55 59 66
leaf_count=53 53 67 80 65 66 1398 58 52 55 74 124 55 59 66
internal_value=0 -0.00148456 0.00411851 -0.00660522 0.00452272 0.00482387 0.0111359 0.00445133 0.0042012 0.00375935 0 0.00427108 0.00824921 0.0107899
internal_weight=0 185 2140 132 2060 1994 111 1883 1831 1651 198 1453 180 121
internal_count=2325 185 2140 132 2060 1994 111 1883 1831 1651 198 1453 180 121
is_linear=0
shrinkage=0.0808819


Tree=3148
num_leaves=24
num_cat=0
split_feature=1 16 4 160 13 49 16 41 0 150 1 43 133 1 150 1456 160 4 16 133 43 4 4
split_gain=1.09163 0.783387 1.15363 0.901467 1.59088 0.801318 0.988322 0.674196 1.04456 0.638568 0.592522 0.547626 0.779621 0.506092 0.496657 0.597542 0.490752 0.436698 0.673523 0.416177 0.347424 0.338892 0.263843
threshold=0.096300000000000011 -0.046599999999999996 -0.14538499999999996 -0.0089499999999999979 -0.0078949999999999975 0.092470000000000011 -0.41163499999999992 0.079395000000000007 -0.14310999999999999 0.081245000000000026 0.085720000000000005 -0.0019149999999999998 -0.07218999999999999 0.11392000000000001 0.10545000000000002 0.056145000000000007 0.10504000000000001 -0.42305999999999994 -0.0081349999999999981 0.088000000000000009 -0.012984999999999998 -0.080584999999999976 -0.074219999999999994
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=7 5 -3 -4 -5 6 9 8 10 20 -1 12 -10 -8 15 16 -14 -13 21 -17 -2 -19 -23
right_child=1 2 3 4 -6 -7 13 -9 11 -11 -12 17 14 -15 -16 19 -18 18 -20 -21 -22 22 -24
leaf_value=0.018502988946011281 0.0013234049838410284 0.0058038193929718686 0.00017961532880501655 -0.0019111374943194986 -0.02052586165072157 -0.0057800828577640444 0.0056566529347051916 -0.0046687917358055747 0.011856958658858526 0.0073521682536912209 0.0061908146316599763 0.008369770683552092 0.0034817929696220298 0.016404651332874606 0.011870955403004998 0.0134363924036428 -0.0047981031005730167 -0.0025867492437205474 -0.0082751788370031294 0.004214610917113993 -0.0081128777667135825 0.0070569207276775315 0.001297910605750566
leaf_weight=54 54 77 94 68 58 60 69 56 101 60 53 54 754 53 55 68 52 85 52 66 52 88 142
leaf_count=54 54 77 94 68 58 60 69 56 101 60 53 54 754 53 55 68 52 85 52 66 52 88 142
internal_value=0 0.000229266 -0.00288148 -0.00592533 -0.0104868 0.00288665 0.00469528 0.00422345 0.00453062 0.000546532 0.0124127 0.00397408 0.0049459 0.0103331 0.00424349 0.00379627 0.00294651 0.00144204 0.000420296 0.00890089 -0.00329741 0.00185854 0.00350519
internal_weight=0 645 297 220 126 348 288 1680 1624 166 107 1517 1096 122 995 940 806 421 367 134 106 315 230
internal_count=2325 645 297 220 126 348 288 1680 1624 166 107 1517 1096 122 995 940 806 421 367 134 106 315 230
is_linear=0
shrinkage=0.0824996


Tree=3149
num_leaves=20
num_cat=0
split_feature=2 2 52 2 0 39 133 14 2 0 39 394 50 1429 13 52 403 52 484
split_gain=32.2433 18.2854 7.05717 4.99509 4.8022 4.2354 3.7194 2.81077 2.62666 2.01831 1.81914 1.70472 1.4564 1.27323 0.785478 0.72006 0.477601 0.37624 0.35244
threshold=0.11366500000000002 -1.0000000180025095e-35 -0.40011499999999994 0.099325000000000011 -0.13010499999999997 0.096625000000000016 0.0024650000000000006 0.062655000000000016 0.14870000000000003 -0.030209999999999997 0.086210000000000023 -0.0039699999999999987 0.083090000000000011 0.084545000000000009 -0.089024999999999979 0.024560000000000002 -0.015054999999999997 -0.45478499999999994 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 7 -5 6 8 9 14 11 -1 16 13 -13 -4 17 -3 -6 -14
right_child=2 3 5 4 15 -7 -8 -9 -10 -11 -12 12 18 -15 -16 -17 -18 -19 -20
leaf_value=0.0015890438614562987 0.0024497691742410206 0.0026452425290489664 0.0010351419185559985 0.0014068431556690574 0.0023847911314075383 0.00033907746740267626 0.0019621762895615609 0.0032895363693696447 0.00050578826104422624 0.0030708216509505214 0.00084362620766789025 0.0024272125025430807 0.0028373455265779989 0.0019028716276753308 0.0015228308328143238 0.0025701308387103229 0.0030264365119735009 0.0020381803190507998 0.0025866668863121409
leaf_weight=79 54 71 56 78 61 52 75 53 54 69 61 871 85 52 93 88 72 77 224
leaf_count=79 54 71 56 78 61 52 75 53 54 69 61 871 85 52 93 88 72 77 224
internal_value=0 0.00239122 0.001365 0.00247878 0.00210007 0.00118739 0.00134594 0.00255566 0.00111809 0.0025287 0.0012645 0.00250147 0.00246245 0.00239771 0.00133977 0.00233917 0.00283741 0.00219164 0.00265574
internal_weight=0 1941 384 1801 304 330 278 1497 203 1444 140 1375 1232 923 149 226 143 138 309
internal_count=2325 1941 384 1801 304 330 278 1497 203 1444 140 1375 1232 923 149 226 143 138 309
is_linear=0
shrinkage=0.0032351


Tree=3150
num_leaves=22
num_cat=0
split_feature=1 3 16 12 3 12 3 3 40 16 3 475 12 1446 1 12 15 51 12 3 15
split_gain=35.8212 9.27428 4.52902 3.18927 2.32007 1.77965 1.51764 2.03555 1.76505 1.4379 1.1847 1.08588 0.820973 0.895847 0.665048 1.07309 0.835157 0.468093 0.467025 0.486387 0.319071
threshold=0.10335000000000001 -0.036004999999999988 -0.41863499999999992 0.054520000000000006 -0.015259999999999998 0.11930500000000001 0.30835000000000007 0.077930000000000013 -0.077714999999999992 -0.038799999999999994 -0.14443999999999999 -1.0000000180025095e-35 0.094435000000000005 0.088500000000000009 0.080270000000000022 0.083570000000000019 0.084885000000000002 -0.033754999999999993 0.1087 -0.072419999999999984 -0.0043649999999999991
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 -2 4 -1 10 7 8 -3 -6 -5 -11 13 14 15 -12 -16 -4 19 20 -14
right_child=1 6 17 5 9 -7 -8 -9 -10 11 12 -13 18 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0012580971191754496 0.00095468658024902315 0.0010700116384969745 0.0018080825069901837 0.0025484217774757838 0.0016859064193513094 0.0016498617350209157 0.00048795268827186072 0.001342070789034279 0.00034438919679225655 0.0018671292947270962 0.002694580564366964 0.0024777137368960436 0.0019080085418050098 0.0026197708935322612 0.0018078847377229193 0.0022193382832051559 0.002213303103283798 0.0021616908722098685 0.002294666670506386 0.0017111952273409991 0.0021565918847390501
leaf_weight=59 59 73 76 98 100 60 86 94 63 54 52 66 91 57 87 714 129 79 65 52 134
leaf_count=59 59 73 76 98 100 60 86 94 63 54 52 66 91 57 87 714 129 79 65 52 134
internal_value=0 0.00119367 0.00170365 0.00213091 0.00181819 0.00218758 0.000848188 0.000982738 0.000734127 0.00196824 0.00220937 0.00220323 0.00218528 0.00223002 0.00220736 0.00225164 0.00205017 0.00198853 0.00204927 0.00199156 0.0020562
internal_weight=0 530 214 1818 279 1539 316 230 136 220 1479 120 1381 1039 982 766 216 155 342 277 225
internal_count=2348 530 214 1818 279 1539 316 230 136 220 1479 120 1381 1039 982 766 216 155 342 277 225
is_linear=0
shrinkage=0.00317166


Tree=3151
num_leaves=21
num_cat=0
split_feature=4 1 457 123 14 0 0 0 13 43 43 2 4 1 2 49 1454 1455 50 43
split_gain=40.7005 9.80656 6.92837 3.67713 3.5622 2.43934 2.17709 2.08699 1.80135 1.47388 1.25294 1.7697 2.2637 1.18341 1.15511 0.808322 0.724288 0.91065 0.65791 0.468969
threshold=0.30163500000000004 0.093575000000000019 0.078435000000000019 1.0000000180025095e-35 0.062655000000000016 0.076335000000000014 -0.10120999999999998 -0.10803999999999998 -0.070004999999999998 -0.072864999999999985 -0.0017249999999999998 0.090000000000000011 -0.0068249999999999986 0.10647000000000001 0.083570000000000019 0.086815000000000017 0.081720000000000015 -0.072959999999999983 1.0000000180025095e-35 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 10 -3 -2 -8 -9 16 12 14 -10 -12 19 17 -1 -19 -13
right_child=7 2 -4 -5 -6 -7 8 9 13 -11 11 15 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0029469499485589735 0.0012838667836969396 0.0017090387151487134 0.00097108635263708448 0.0012818714294353124 0.003177995782472888 0.0017769287260820557 0.0019831773280923454 0.0002866706408612601 0.0022949169954885654 0.00094281471291448834 0.001899821999696478 0.0017795381790888067 0.0030584420806507567 0.002848623504247002 0.0024841585304990026 0.002383929270564706 0.002162192251049798 0.0024478217204324097 0.002666810552074858 0.0021583120409615557
leaf_weight=52 97 79 74 56 68 65 102 65 97 88 55 89 57 76 116 63 68 725 194 62
leaf_count=52 97 79 74 56 68 65 102 65 97 88 55 89 57 76 116 63 68 725 194 62
internal_value=0 0.00231359 0.00190128 0.00206909 0.00243721 0.00240461 0.00219352 0.000904827 0.00233257 0.000664291 0.00243213 0.00228403 0.00248708 0.00253837 0.00229642 0.00206753 0.0024951 0.00251838 0.00249409 0.00193529
internal_weight=0 2098 484 410 1614 1546 354 250 275 153 1481 442 228 173 171 214 1039 971 919 151
internal_count=2348 2098 484 410 1614 1546 354 250 275 153 1481 442 228 173 171 214 1039 971 919 151
is_linear=0
shrinkage=0.0032998


Tree=3152
num_leaves=24
num_cat=0
split_feature=1 3 2 2 13 1 0 12 0 12 0 124 52 0 43 15 13 43 15 0 2 0 43
split_gain=54.2436 11.909 6.09648 4.86826 2.66735 2.40743 2.43845 2.28043 1.83498 1.72607 1.5205 1.4743 1.05461 1.00888 1.00092 1.0343 0.785181 1.16694 0.720267 0.426497 0.378827 0.736707 0.297266
threshold=0.10335000000000001 -0.036844999999999996 0.094835000000000017 0.11444000000000001 -0.0013449999999999996 0.092810000000000017 -0.14989499999999997 -0.029844999999999997 -0.10417499999999999 0.11930500000000001 -0.11169999999999998 -1.0000000180025095e-35 0.10421000000000001 -0.04478999999999999 0.0032700000000000003 0.041820000000000003 -0.061199999999999991 -0.0083249999999999973 0.090725000000000014 -0.085719999999999977 0.09142500000000002 -0.072364999999999985 -0.042649999999999993
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 3 5 13 10 6 -1 -4 -8 14 -3 -12 20 -2 15 16 -9 -18 -7 -14 21 -10 -22
right_child=1 4 7 -5 -6 18 8 9 12 -11 11 -13 19 -15 -16 -17 17 -19 -20 -21 22 -23 -24
leaf_value=0.0034340486948184479 0.0027314554455958261 0.0013713238063257493 0.0018682413752379677 0.0014837723501102626 0.0016354994556559419 0.0022409665889820255 0.0023514968348945084 0.0028140115157035579 0.0029384070431880565 0.002003131921064865 0.0011056742965432739 0.00044921553383369501 0.0028234149150833457 0.0021811067742873182 0.0023216548303961527 0.0030640139598030807 0.0021096552506758856 0.0027344541729619402 0.0026964322203249591 0.0024465892848474263 0.002928498472624449 0.0033115610570819557 0.0025821791220114287
leaf_weight=84 87 77 60 68 102 70 65 97 744 55 78 62 61 56 94 63 60 62 73 65 54 59 52
leaf_count=84 87 77 60 68 102 70 65 97 744 55 78 62 61 56 94 63 60 62 73 65 54 59 52
internal_value=0 0.00159884 0.00275214 0.00218362 0.00121194 0.00286401 0.00291112 0.00244972 0.00287116 0.00253059 0.00101269 0.000815199 0.00290376 0.00251617 0.00260766 0.00270287 0.00259882 0.00242745 0.00247371 0.00262929 0.00294177 0.00296587 0.00275893
internal_weight=0 530 1818 211 319 1327 1184 491 1100 431 217 140 1035 143 376 282 219 122 143 126 909 803 106
internal_count=2348 530 1818 211 319 1327 1184 491 1100 431 217 140 1035 143 376 282 219 122 143 126 909 803 106
is_linear=0
shrinkage=0.00317166


Tree=3153
num_leaves=14
num_cat=0
split_feature=0 12 447 41 15 13 0 15 0 51 13 51 457
split_gain=1.56306 1.67795 0.781681 0.945031 0.773855 0.772965 0.701352 1.34232 1.45169 0.844334 0.738161 0.702245 0.419992
threshold=0.076335000000000014 0.086085000000000009 0.089095000000000021 0.07831500000000001 -0.43457999999999991 -0.13710499999999998 -0.13314999999999996 -0.09693499999999998 -0.14910999999999999 0.11024000000000002 -0.10278499999999999 0.13775500000000004 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 -6 -9 10 -8 -11 -12
right_child=1 -3 -4 5 6 -7 9 8 -10 11 12 -13 -14
leaf_value=6.2484949472020327e-05 -0.015490014220171079 0.0063464764477148454 -0.0025560088794756063 0.0091624956752561163 0.013764507701862777 0.025411165078481585 0.020401286152514162 0.0062504017632570262 -0.012878521117678138 -0.0065939794341734349 0.0092239175359485389 0.0079841276107468582 0.017775251199328008
leaf_weight=103 54 84 59 54 81 56 61 90 63 54 1461 72 56
leaf_count=103 54 84 59 54 81 56 61 90 63 54 1461 72 56
internal_value=0 -0.00219076 0.00840702 0.00870821 0.00823689 0.0174439 0.00867081 0.00370134 -0.00161947 0.00935263 0.00996077 0.00172818 0.00954027
internal_weight=0 138 2210 2151 2041 110 1938 234 153 1704 1578 126 1517
internal_count=2348 138 2210 2151 2041 110 1938 234 153 1704 1578 126 1517
is_linear=0
shrinkage=0.0966614


Tree=3154
num_leaves=19
num_cat=0
split_feature=0 3 12 2 11 3 3 16 49 0 2 1208 16 2 16 160 160 43
split_gain=1.08126 1.54423 0.622314 0.679462 1.16111 0.908068 1.03609 0.724594 0.733638 0.86808 0.687982 0.610631 0.548773 0.73682 0.592925 0.66763 0.533117 0.476519
threshold=0.076335000000000014 -0.1535 -0.11875499999999999 0.098150000000000015 0.079915000000000014 -0.10175499999999998 -0.024114999999999994 -0.39442499999999997 -1.0000000180025095e-35 -0.074544999999999986 0.11543000000000002 1.0000000180025095e-35 -0.0060199999999999993 -0.007134999999999999 0.0031900000000000006 -0.081969999999999987 0.051820000000000005 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 11 -5 10 -8 -9 -10 17 12 13 -4 -14 -16 -15 -7
right_child=1 -3 3 5 -6 6 7 8 9 -11 -12 -13 14 16 15 -17 -18 -19
leaf_value=0.013270787786035866 0.0066475666259042266 -0.010133659415395182 -0.0040795935362914586 -0.0049721199507653134 0.017177713099038795 0.0091297069095195634 0.0070696617835665672 0.0049453732970962854 -0.01276027165220415 0.0012568268278036132 0.013330889183053481 0.013839606259251978 0.013789220628331164 0.0045604087942892873 -0.001501174091220111 0.0082756476213356467 0.010534180993212617 0.00020860453537682619
leaf_weight=67 71 67 57 75 60 76 79 60 57 54 95 59 91 914 54 232 105 75
leaf_count=67 71 67 57 75 60 76 79 60 57 54 95 59 91 914 54 232 105 75
internal_value=0 -0.00149371 0.00573637 0.00550041 0.00635192 0.00315469 0.00438525 0.000786421 -0.00211141 -0.00593352 0.00803915 0.00592176 0.00559967 0.00468566 0.00820612 0.00642671 0.00517679 0.0047043
internal_weight=0 138 2210 2143 1572 571 496 250 171 111 246 1512 1453 1076 377 286 1019 151
internal_count=2348 138 2210 2143 1572 571 496 250 171 111 246 1512 1453 1076 377 286 1019 151
is_linear=0
shrinkage=0.079296


Tree=3155
num_leaves=20
num_cat=0
split_feature=2 4 399 15 10 16 3 2 13 4 51 13 130 13 484 3 12 12 52
split_gain=1.70341 0.776659 0.951755 0.718788 0.616263 1.03272 1.15813 0.627264 0.847439 0.726378 0.598 0.514747 0.498831 0.840127 0.521214 0.388961 0.954074 0.271265 0.522784
threshold=0.14578500000000003 -0.074219999999999994 0.08579500000000001 -0.080419999999999978 1.0000000180025095e-35 -0.11777499999999998 0.09722500000000002 0.086165000000000005 -1.0000000180025095e-35 0.032965000000000001 0.10501000000000001 -1.0000000180025095e-35 -0.072444999999999982 0.10637500000000001 -0.073734999999999981 -0.0044449999999999993 0.083885000000000015 0.091365000000000016 0.055990000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -2 5 11 7 8 -7 -9 12 17 -1 14 -14 16 -16 18 -3
right_child=3 2 -4 -5 -6 6 -8 9 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20
leaf_value=0.013438208829653738 0.00034819558174394494 0.011759938608800886 -0.0068964995507537485 -0.012743423173124848 -0.0047317284698585992 0.0046492916678729903 -0.0081978284579392272 0.0035241014559590001 0.015640427299419574 -0.0038531852810141875 0.015116469884178004 0.013242715430246785 0.014031267168703438 -0.0044539959969350264 -0.0044576535874826682 0.011639363898367909 0.0061688133158283006 0.0012778153440559437 0.0022032572551077046
leaf_weight=59 63 96 57 52 53 253 59 498 59 111 54 102 55 53 65 66 493 58 66
leaf_count=59 63 96 57 52 53 253 59 498 59 111 54 102 55 53 65 66 493 58 66
internal_value=0 0.00472615 0.00354094 -0.00556383 0.00398065 0.00433598 0.00300274 0.00372121 0.00673057 0.00217803 0.00670561 0.00839094 0.0061303 0.00554007 0.00632147 0.00564051 0.00492938 0.00613747 0.00787191
internal_weight=0 2257 1412 115 1355 1302 980 921 312 609 845 322 791 732 679 624 558 220 162
internal_count=2372 2257 1412 115 1355 1302 980 921 312 609 845 322 791 732 679 624 558 220 162
is_linear=0
shrinkage=0.0824996


Tree=3156
num_leaves=24
num_cat=0
split_feature=1 2 1 12 12 2 14 0 2 13 16 484 1429 1 12 16 2 2 1 16 0 0 1
split_gain=87.7733 14.427 10.5913 9.21222 5.48213 4.69647 2.27273 1.84828 1.67735 1.53949 1.41925 1.05006 1.28283 1.03319 1.09973 1.51623 0.924552 0.910606 0.784634 0.782034 0.843898 0.591326 0.402018
threshold=0.10892500000000001 0.13775000000000001 0.093505000000000019 0.085090000000000013 0.087245000000000003 0.098215000000000011 0.062655000000000016 -0.032619999999999989 -1.0000000180025095e-35 -0.0042049999999999995 0.081265000000000018 0.085560000000000011 0.032755000000000006 0.089840000000000017 0.086160000000000014 -0.0043999999999999994 0.11517500000000001 0.16730000000000003 0.091145000000000018 0.26676500000000009 -0.084114999999999981 -0.084184999999999996 0.10098000000000001
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 3 5 8 9 6 11 19 -2 -4 -5 13 -13 14 15 -1 -10 -3 -15 20 -7 -16 -6
right_child=1 17 4 10 22 7 -8 -9 16 -11 -12 12 -14 18 21 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0036384688862860035 0.0012938418088038308 0.0010761345245666083 0.0020598151790292532 0.0025345704141073074 0.0031317701091327856 0.0030854377969567843 0.0041987439619874537 0.0025970759780601679 0.00226650559934026 0.0027036073493579772 0.0032745681195829593 0.0035681975464611224 0.0029223258775842712 0.0030025735636604917 0.0036503939076092569 0.0041143169330018891 0.0017044588261728034 0.00051260907965853815 0.0035356413335000773 0.0029798845989890401 0.003566488365708902 0.003445105068363812 0.0034657370851958161
leaf_weight=294 64 72 68 56 92 64 60 56 53 93 54 72 60 54 265 94 75 52 66 77 101 360 70
leaf_count=294 64 72 68 56 92 64 60 56 53 93 54 72 60 54 265 94 75 52 66 77 101 360 70
internal_value=0 0.00176965 0.00339109 0.00215121 0.00285551 0.00349766 0.00358037 0.00312978 0.00172309 0.00243191 0.00289816 0.00355101 0.00327488 0.00358315 0.00361713 0.00375384 0.00193745 0.000840096 0.00329605 0.00325291 0.00338011 0.0035322 0.00327629
internal_weight=0 426 1946 302 323 1623 1325 298 192 161 110 1265 132 1133 1013 388 128 124 120 242 165 625 162
internal_count=2372 426 1946 302 323 1623 1325 298 192 161 110 1265 132 1133 1013 388 128 124 120 242 165 625 162
is_linear=0
shrinkage=0.0032351


Tree=3157
num_leaves=17
num_cat=0
split_feature=2 97 0 2 16 16 13 4 150 0 49 124 0 4 16 4
split_gain=1.41478 0.698555 0.855132 1.29093 0.735987 0.825238 1.07477 0.723434 0.786015 1.16033 0.73551 0.714432 0.526039 0.465285 0.258917 0.180585
threshold=0.14721500000000001 -0.0047149999999999996 0.033830000000000006 0.097145000000000023 0.24579500000000001 0.51148500000000008 -0.066659999999999983 0.36766000000000004 0.089155000000000012 -0.14989499999999997 -0.07107999999999999 -0.043384999999999993 -0.15202999999999997 -0.50086499999999989 -0.074254999999999988 -0.0018749999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 6 -6 8 9 15 -10 -11 -9 -5 -2 -3
right_child=14 2 3 13 5 -7 -8 12 10 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0045930769410663236 -0.0005945170995448521 0.012822974688221311 0.022460838163938113 -0.00016215999443065148 0.0031272636609266363 0.0074114268038802285 -0.014570105068006755 0.0062529632044692829 0.0076609530247227662 -0.0029469192210355333 -0.0056286904575518935 0.0070880323449933865 -0.0045290657751773595 0.011862270252767483 -0.0095974488446421789 0.020611063046120554
leaf_weight=54 58 52 67 53 67 82 53 69 64 64 82 1353 90 58 53 53
leaf_count=54 58 52 67 53 67 82 53 69 64 64 82 1353 90 58 53 53
internal_value=0 0.00583661 0.00609225 0.0122713 0.00554968 0.00022301 -0.00468081 0.00613808 0.00670889 0.00733356 0.000190113 0.0066341 0.00014369 0.00611194 -0.00490215 0.0167636
internal_weight=0 2261 2207 178 2029 202 120 1827 1668 1522 146 1417 159 111 111 105
internal_count=2372 2261 2207 178 2029 202 120 1827 1668 1522 146 1417 159 111 111 105
is_linear=0
shrinkage=0.0929079


Tree=3158
num_leaves=12
num_cat=0
split_feature=3 1375 3 1 49 3 4 40 13 49 43
split_gain=1.29067 1.12042 0.702354 0.860279 0.882313 0.711597 1.35747 0.628358 0.780243 0.62482 0.509318
threshold=0.31840500000000005 -0.097394999999999982 0.12991000000000003 0.11453000000000001 0.13302000000000003 -0.0098449999999999979 0.49433000000000005 -1.0000000180025095e-35 -0.0082249999999999979 -0.13513499999999998 -0.50149499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -5 8 -3 -9 -11
right_child=-2 2 -4 5 -6 -7 -8 9 -10 10 -12
leaf_value=-0.0079992329226834386 -0.0072949427817436043 0.0053110663416180443 0.012855527973115972 -0.0033913303468172391 0.015558983182555611 -0.0083284012994320859 0.013208555112684898 0.012669917639362533 0.018594067680733472 -0.0043975216871467212 0.0042224709994431002
leaf_weight=52 71 88 76 103 57 63 56 63 52 52 1639
leaf_count=52 71 88 76 103 57 63 56 63 52 52 1639
internal_value=0 0.00445018 0.00473844 0.00445412 0.00503026 -0.000605032 0.00244941 0.00471292 0.0102513 0.00427033 0.00395686
internal_weight=0 2301 2249 2173 1951 222 159 1894 140 1754 1691
internal_count=2372 2301 2249 2173 1951 222 159 1894 140 1754 1691
is_linear=0
shrinkage=0.0858325


Tree=3159
num_leaves=29
num_cat=0
split_feature=3 3 43 2 2 2 43 1429 3 52 3 12 1429 12 3 3 15 2 47 52 484 43 2 3 43 50 133 43
split_gain=28.3739 13.9049 7.46255 4.41026 3.75913 2.59163 4.72102 1.69571 2.53464 2.35664 1.36661 1.63915 1.03811 1.22418 1.27873 1.00614 0.946798 0.837479 0.555273 0.850841 0.538194 0.458351 0.415999 0.402706 0.292909 0.241194 0.171292 0.166609
threshold=-0.055839999999999994 0.31343500000000007 -0.033174999999999989 0.097145000000000023 0.11161 0.12708000000000003 -0.085594999999999991 1.0000000180025095e-35 -0.093224999999999988 -0.088204999999999992 0.091170000000000015 -1.0000000180025095e-35 0.083925000000000013 0.08598500000000002 -0.107915 0.11745500000000002 -0.040804999999999994 0.096425000000000025 0.085270000000000026 -0.0013749999999999997 -1.0000000180025095e-35 -0.14265999999999998 0.084895000000000012 -0.086524999999999977 -0.0090499999999999973 0.08461500000000001 -0.013329999999999998 -0.074204999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 12 10 6 -2 8 9 -5 11 -4 13 14 -1 -6 27 -12 21 -20 -16 -15 23 -22 26 -26 -23 -10
right_child=1 -3 4 7 15 -7 -8 -9 16 -11 17 -13 -14 18 20 -17 -18 -19 19 -21 22 24 -24 -25 25 -27 -28 -29
leaf_value=0.0028268484108026561 0.0019349269102930334 4.5431445447137888e-05 0.0017607919251138653 0.0018118284140232518 0.0015846396860368919 0.00040109487805257391 0.00076746154935998327 0.0022938047108472487 0.0018494797947245444 0.00092447596333708048 0.0014349709678721961 0.0025204398710154874 0.0018288395338378416 0.0019407460478719832 0.0024995069432207024 0.00095570524536097031 0.0021982027199222908 0.0020150051863277456 0.0021685080060529845 0.0016562661281513595 0.002106990367456674 0.0024001084536883427 0.0020180948353281745 0.0025001424910471581 0.002029801063325756 0.0022561640696708144 0.0022128262045481638 0.0015804374323807073
leaf_weight=53 60 88 52 58 53 61 102 54 52 75 57 78 97 96 81 59 75 53 77 67 56 70 98 62 177 78 328 55
leaf_count=53 60 88 52 58 53 61 102 54 52 75 57 78 97 96 81 59 75 53 77 67 56 70 98 62 177 78 328 55
internal_value=0 0.00126738 0.00145433 0.00207178 0.00175367 0.000981677 0.00120007 0.00175183 0.00165881 0.00131171 0.00198687 0.00221685 0.00215985 0.00218566 0.00235199 0.00125364 0.00191227 0.00171476 0.00212042 0.00193042 0.00226714 0.00215691 0.00217983 0.00231386 0.00218863 0.00209918 0.00224585 0.00171152
internal_weight=0 663 575 1709 352 223 162 369 315 133 240 130 1340 1243 350 112 182 110 893 144 297 749 216 118 653 255 398 107
internal_count=2372 663 575 1709 352 223 162 369 315 133 240 130 1340 1243 350 112 182 110 893 144 297 749 216 118 653 255 398 107
is_linear=0
shrinkage=0.0032998


Tree=3160
num_leaves=14
num_cat=0
split_feature=3 39 9 457 150 42 148 3 3 52 52 3 16
split_gain=1.1277 0.622836 0.479524 0.501593 0.621097 0.856477 0.540175 0.548606 0.438144 1.27636 1.13014 0.710789 0.417006
threshold=0.31840500000000005 0.10076500000000001 0.081890000000000004 0.035070000000000011 1.0000000180025095e-35 0.084465000000000012 -1.0000000180025095e-35 -0.038414999999999998 -1.0000000180025095e-35 0.074235000000000009 -0.032354999999999988 -0.025669999999999995 -0.0068949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 -5 -8 11 10 -10 12 -1
right_child=-2 -3 -4 6 5 -7 7 -9 9 -11 -12 -13 -14
leaf_value=0.0062339675737344245 -0.0062945971623622841 -0.002023994579510132 0.013752138365475956 0.0019450500802009804 -0.0083849953023519171 0.0054139481570909366 0.0062486318639797351 0.01721589268584213 0.0066016415924933462 -0.0020865426634442343 0.023043391576993404 -0.0037779989187144061 0.0030352892893365357
leaf_weight=1044 70 91 55 55 65 80 66 82 74 55 61 73 474
leaf_count=1044 70 91 55 55 65 80 66 82 74 55 61 73 474
internal_value=0 0.00520694 0.00550866 0.00529526 0.00484925 -0.000765211 0.00952215 0.0123315 0.00530688 0.00936531 0.0140379 0.00482162 0.0052358
internal_weight=0 2275 2184 2129 1926 145 203 148 1781 190 135 1591 1518
internal_count=2345 2275 2184 2129 1926 145 203 148 1781 190 135 1591 1518
is_linear=0
shrinkage=0.0893002


Tree=3161
num_leaves=15
num_cat=0
split_feature=3 9 151 3 1 3 52 13 43 43 13 16 456 16
split_gain=0.780283 0.408167 0.495817 0.656011 0.669067 0.833097 0.741088 0.971167 0.84813 0.643019 0.559125 0.527281 0.494198 0.426491
threshold=0.31840500000000005 0.081890000000000004 -0.081864999999999979 0.12991000000000003 0.10538500000000002 0.091170000000000015 -0.070104999999999987 -0.057284999999999996 -0.074719999999999995 -0.085594999999999991 -0.13033499999999998 -0.096494999999999984 0.077935000000000018 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 10 8 -8 -6 -1 -4 -12 13 -11
right_child=-2 -3 3 -5 6 -7 7 -9 -10 12 11 -13 -14 -15
leaf_value=0.015750077235248662 -0.0060136918549664273 0.013405637357838078 0.015268914170082432 0.014059012239459916 -0.0027611574101512829 -0.0070177096081563001 0.0027083974317461644 -0.012311822698275333 0.015418327871446365 0.007037712911616343 0.0091417760013927894 0.0038576086750797332 0.012177420459964353 -0.0050710801060450941
leaf_weight=93 70 59 55 68 56 62 91 90 52 66 238 1217 71 57
leaf_count=93 70 59 55 68 56 62 91 90 52 66 238 1217 71 57
internal_value=0 0.00497489 0.00474994 0.00415701 0.00379461 0.00462865 -0.000738327 -0.00475417 0.00598179 0.00873131 0.00510757 0.00472271 0.005361 0.00141742
internal_weight=0 2275 2216 1929 1861 1572 289 181 108 287 1510 1455 194 123
internal_count=2345 2275 2216 1929 1861 1572 289 181 108 287 1510 1455 194 123
is_linear=0
shrinkage=0.102578


Tree=3162
num_leaves=24
num_cat=0
split_feature=4 51 2 0 484 16 42 376 483 16 2 0 157 16 16 42 42 16 42 42 43 43 2
split_gain=0.73624 0.889776 0.741566 0.902625 0.697807 1.25881 0.662274 0.596454 0.587804 0.62458 1.09039 0.882909 0.852306 0.970762 0.750262 0.534704 0.658435 0.490932 0.452955 0.349653 0.325382 0.236064 0.115093
threshold=0.043850000000000007 -0.22710999999999995 0.088710000000000011 -0.10566999999999999 -0.037689999999999994 -0.39442499999999997 0.092340000000000019 0.084075000000000011 0.086010000000000017 -0.0074349999999999998 0.098365000000000022 -0.065249999999999989 -0.081889999999999991 0.065440000000000012 0.4099850000000001 0.096075000000000008 0.11701500000000002 -0.52374999999999983 0.086125000000000021 -0.0060199999999999993 -0.0090499999999999973 -0.069944999999999993 0.11923000000000002
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=1 -1 3 -2 -4 17 19 8 9 11 12 15 -11 -14 -12 20 -17 -6 -5 -7 -3 -10 -19
right_child=2 7 4 18 5 6 -8 -9 21 10 14 -13 13 -15 -16 16 -18 22 -20 -21 -22 -23 -24
leaf_value=0.016954994047140817 0.016713437829823773 0.0065196775072943955 0.0080851275511186309 -0.0037845578300517825 -0.0044043866269830225 -0.0087630647134017726 -0.00069185945610433786 0.014620485258271762 0.0065419876048905031 -0.0066108991990844043 -0.011903983673928992 0.015449131421289975 0.0011972005923130745 0.013535098449560823 0.002498521998313994 -0.0087853511051828991 0.0059654293321338616 0.0096161504208807924 0.007864015088474556 -0.020089462870612852 0.0025911256374834468 0.014464706266218342 0.0032418710987880102
leaf_weight=56 53 483 60 72 68 55 52 53 89 63 94 70 154 104 56 66 53 52 59 52 358 63 60
leaf_count=56 53 483 60 72 68 55 52 53 89 63 94 70 154 104 56 66 53 52 59 52 358 63 60
internal_value=0 0.00471971 0.000675493 0.0058549 -0.00171037 -0.00344719 -0.0098409 0.00431746 0.00398648 0.00339376 0.000417145 0.00475389 0.0036621 0.0061747 -0.00652003 0.00397293 -0.00220683 0.00219474 0.00145371 -0.0142773 0.00484861 0.00983267 0.00621076
internal_weight=0 1762 583 184 399 339 159 1706 1653 1501 471 1030 321 258 150 960 119 180 131 107 841 152 112
internal_count=2345 1762 583 184 399 339 159 1706 1653 1501 471 1030 321 258 150 960 119 180 131 107 841 152 112
is_linear=0
shrinkage=0.0985946


Tree=3163
num_leaves=12
num_cat=0
split_feature=40 12 147 41 1210 403 12 16 16 16 41
split_gain=0.461764 0.616841 0.570755 0.717709 0.475407 0.84766 0.555049 0.513697 0.982372 0.772431 0.323453
threshold=-0.084904999999999994 0.11999500000000002 0.087210000000000024 0.07831500000000001 -0.079004999999999978 -0.087974999999999984 -0.096234999999999987 0.21684500000000004 0.065440000000000012 0.27020000000000005 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 -8 -9 -5
right_child=1 -3 -4 10 6 -7 7 9 -10 -11 -12
leaf_value=-0.0037981500567092728 -0.010788577588834137 0.011361783390167999 -0.0036892632849680395 0.014714721441220529 -0.0041631116020221064 0.0047025275736463428 0.0033116612836325008 -0.0092673513003453754 0.012706611982610853 0.0020697572914539957 0.0051503121955246136
leaf_weight=78 52 62 99 52 78 52 1450 55 87 227 53
leaf_count=78 52 62 99 52 78 52 1450 55 87 227 53
internal_value=0 0.00291375 0.0026758 0.00297544 0.00261185 -0.00303421 0.00292187 0.00322619 0.00384405 -0.000138132 0.0098957
internal_weight=0 2267 2205 2106 2001 104 1897 1819 1537 282 105
internal_count=2345 2267 2205 2106 2001 104 1897 1819 1537 282 105
is_linear=0
shrinkage=0.0858325


Tree=3164
num_leaves=10
num_cat=0
split_feature=0 41 9 4 15 1373 52 150 15
split_gain=0.628671 0.472354 0.495446 0.576632 0.913322 0.49827 0.548529 0.447542 0.252411
threshold=0.14486500000000005 0.07831500000000001 0.084755000000000011 0.51743500000000009 -0.24269999999999997 1.0000000180025095e-35 0.51524500000000006 -0.047864999999999991 -0.061559999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -3
right_child=-2 8 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0069392299714851223 -0.0075939758459304708 0.0044808638129713247 -0.0065943999958434779 0.011959174426141779 0.011048585622417074 0.011852852992838647 -0.006196015768152964 0.0026232273586277569 0.013870046544948986
leaf_weight=93 56 56 55 61 61 56 64 1791 52
leaf_count=93 56 56 55 61 61 56 64 1791 52
internal_value=0 0.00276762 0.00245798 0.00269265 0.00241842 0.00286025 0.00259688 0.00290129 0.00901114
internal_weight=0 2289 2181 2126 2065 1972 1916 1852 108
internal_count=2345 2289 2181 2126 2065 1972 1916 1852 108
is_linear=0
shrinkage=0.0966614


Tree=3165
num_leaves=24
num_cat=0
split_feature=1 1 124 155 42 42 42 1 1 159 42 484 43 48 156 403 42 42 402 132 475 42 1
split_gain=103.734 13.7894 8.6835 7.77422 3.66801 2.41885 2.67716 2.06132 2.01189 1.70155 1.2556 1.07451 1.26082 1.0202 0.707982 0.40634 0.400479 0.502729 0.398589 0.327642 0.32139 0.224828 0.197745
threshold=0.10574000000000001 0.13075500000000004 -0.043384999999999993 0.081515000000000018 0.082755000000000009 0.11623000000000001 0.077855000000000021 0.11654500000000001 0.095025000000000012 0.08573500000000002 0.08648500000000002 0.08654000000000002 0.079170000000000018 0.093265000000000015 0.083125000000000018 -0.083919999999999981 0.083925000000000013 0.085545000000000024 -0.088779999999999984 -0.0065149999999999991 -1.0000000180025095e-35 0.088950000000000015 0.13891000000000003
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 3 -1 4 7 6 8 -2 11 22 16 12 14 15 -4 -12 -8 20 -7 -14 -18 -17 -3
right_child=1 9 5 -5 -6 18 10 -9 -10 -11 13 -13 19 -15 -16 21 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0011301568306461957 0.00061740983205476794 0.00011168067341311612 0.002192148422826026 0.0020068016005978895 0.0011308855827169893 0.0019496599667334479 0.0026909693545695977 -0.00015066136295803525 0.001661217012271565 -0.00069221893613283865 0.0024796580362194736 0.0017026669449896664 0.0020333100719957596 0.0018180618910946563 0.0025501837210079102 0.0021203649149526974 0.0025013419650585299 0.0026769292063492699 0.0015754059250097212 0.001689575000577841 0.0021853733910198233 0.0022909879802997758 -0.0001436321126768502
leaf_weight=84 104 61 500 52 102 52 85 53 103 54 94 54 60 52 64 114 59 58 68 56 80 304 61
leaf_count=84 104 61 500 52 102 52 85 53 103 54 94 54 60 52 64 114 59 58 68 56 80 304 61
internal_value=0 0.000485833 0.00212779 0.000887342 0.000662455 0.00217425 0.00220535 0.000357909 0.0020778 -0.000223459 0.0023315 0.00213621 0.00217059 0.00224452 0.00223284 0.00228777 0.00250534 0.00242507 0.00173786 0.00186766 0.00231973 0.00224454 -1.56982e-05
internal_weight=0 487 1887 311 259 1803 1683 157 837 176 846 734 680 564 564 512 282 197 120 116 139 418 122
internal_count=2374 487 1887 311 259 1803 1683 157 837 176 846 734 680 564 564 512 282 197 120 116 139 418 122
is_linear=0
shrinkage=0.00317166


Tree=3166
num_leaves=14
num_cat=0
split_feature=4 3 12 14 12 3 133 43 4 150 4 0 3
split_gain=20.0238 8.6435 3.99113 2.56296 1.81356 1.74351 1.47463 1.0373 1.1708 0.919826 1.05215 0.87897 0.670449
threshold=0.30163500000000004 0.30112000000000005 -1.0000000180025095e-35 -0.10708499999999999 0.11769500000000001 0.10323000000000002 0.087005000000000013 -0.45791499999999996 -0.49862999999999996 0.081245000000000026 0.50934500000000005 0.036480000000000005 -0.0092099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 5 7 12 -4 -9 10 -5 -10 -1
right_child=3 -3 4 9 -6 -7 -8 8 11 -11 -12 -13 -14
leaf_value=0.0016475616534868973 0.0011855394687479619 0.00038698966576800829 0.0013210952978403652 -1.4621664610227518e-05 0.0012444394845175356 0.0012347169268842639 0.00075312818222026952 0.0021694060244834695 0.0017712651045815769 0.00078120826539422529 0.00060391340156366186 0.0013663249854764454 0.0011738534271455497
leaf_weight=61 71 56 55 59 81 69 52 76 1553 60 56 59 66
leaf_count=61 71 56 55 59 81 69 52 76 1553 60 56 59 66
internal_value=0 0.00164194 0.00167584 0.000666816 0.00171954 0.00174076 0.00121345 0.00176077 0.00177508 0.000456166 0.000286278 0.00175647 0.00140165
internal_weight=0 2128 2072 246 1893 1812 179 1743 1688 175 115 1612 127
internal_count=2374 2128 2072 246 1893 1812 179 1743 1688 175 115 1612 127
is_linear=0
shrinkage=0.0032351


Tree=3167
num_leaves=15
num_cat=0
split_feature=1444 1 34 4 4 47 157 14 1 51 12 15 1 43
split_gain=0.66708 0.674009 1.00324 0.675071 0.744592 0.801972 0.567836 0.791654 0.664146 0.719015 0.723253 0.42516 0.396703 0.224493
threshold=-0.078379999999999991 0.11663000000000003 -0.021334999999999996 0.50113000000000019 -0.0053799999999999985 0.090920000000000015 -0.082259999999999986 0.062655000000000016 0.11189500000000001 -0.22361999999999996 -0.086449999999999985 -0.0099749999999999978 0.13869000000000004 -0.083154999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 11 8 9 -8 -11 13 -5 -4
right_child=1 3 6 12 5 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0065061917807485523 0.017564876407632952 0.0042631372225352751 0.0076389291351454565 0.00015083947531413587 -0.015927845017803446 -5.2032507406161608e-05 0.011393528871321423 -0.0068941550613249398 0.013563981450209804 -0.0059902213491871406 0.0036655029809786917 0.0021956803341173442 0.011521727144185926 0.015705119043446198
leaf_weight=56 52 64 55 59 61 54 103 61 64 73 1493 54 52 73
leaf_count=56 52 64 55 59 61 54 103 61 64 73 1493 54 52 73
internal_value=0 0.00395447 0.00456558 -0.000315568 -0.00391937 -0.00848191 0.00422298 0.00371036 0.00408422 0.0037201 0.00321475 0.00927036 0.00548686 0.0122471
internal_weight=0 2318 2028 290 179 115 1976 1794 1733 1669 1566 182 111 128
internal_count=2374 2318 2028 290 179 115 1976 1794 1733 1669 1566 182 111 128
is_linear=0
shrinkage=0.0947661


Tree=3168
num_leaves=24
num_cat=0
split_feature=4 3 1 1 13 47 1 2 43 151 47 16 151 4 13 16 13 13 13 4 16 13 4
split_gain=78.0214 31.5736 17.9366 5.36434 4.24412 2.66754 2.50519 1.95343 1.8894 1.59216 1.55018 1.52198 1.40686 1.25712 2.13593 1.209 1.0204 0.89967 0.721378 0.707733 0.734562 0.6086 0.592917
threshold=0.30163500000000004 -0.063814999999999997 0.10574000000000001 0.13075500000000004 -0.0042049999999999995 0.094160000000000008 0.084795000000000023 0.095620000000000011 -0.094134999999999983 -0.030624999999999996 0.090100000000000013 -0.038799999999999994 -0.0056149999999999993 -0.13833499999999996 -0.079149999999999984 0.065440000000000012 -0.07692499999999998 0.17982000000000001 0.039845000000000012 -0.090609999999999982 0.0055300000000000011 -0.018704999999999996 0.51224500000000017
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=1 7 4 9 6 12 -3 10 -9 -2 17 -6 -4 -10 -15 -13 -12 18 19 -1 -21 -16 -5
right_child=3 2 5 22 11 -7 -8 8 13 -11 16 15 -14 14 21 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0030546946654434293 0.00039446829840865616 0.0020094006699797984 0.00080575618702419672 -0.00037128551307092429 0.0020138979040684023 0.0013635872256352384 0.0011280780619032237 0.0018119266851593834 0.0028908476138317383 0.0011338538227084539 0.0026122167917614104 0.0030044306523319807 6.7176435014958539e-05 0.0029027675293509768 0.0023356089458061481 0.0023223276246262994 0.0020377434194186615 0.0030845566663360558 0.0023569288131819899 0.0026985751669545885 0.002410960611205821 0.0019246718828526154 0.0001085522784297809
leaf_weight=55 52 90 60 56 65 52 58 57 62 82 65 55 53 58 96 60 72 59 80 850 112 69 56
leaf_count=55 52 90 60 56 65 52 58 57 62 82 65 55 53 58 96 60 72 59 80 850 112 69 56
internal_value=0 0.00236467 0.0016325 0.000401669 0.00207897 0.000744744 0.00166426 0.00258542 0.00236267 0.000847191 0.00264431 0.00241976 0.000459654 0.0024727 0.00235629 0.00264886 0.00231056 0.00268383 0.00266225 0.00268623 0.00266513 0.00216398 -0.000131052
internal_weight=0 2128 493 246 328 165 148 1635 342 134 1293 180 113 285 223 115 137 1156 1097 1017 962 165 112
internal_count=2374 2128 493 246 328 165 148 1635 342 134 1293 180 113 285 223 115 137 1156 1097 1017 962 165 112
is_linear=0
shrinkage=0.0032998


Tree=3169
num_leaves=12
num_cat=0
split_feature=10 12 0 0 52 16 12 1 14 3 51
split_gain=0.668332 0.906691 1.00327 0.948324 1.2097 1.33597 0.942658 0.923963 1.2468 0.803082 0.24361
threshold=0.058500000000000003 -0.10236499999999998 0.13134000000000004 -0.04478999999999999 -0.084674999999999986 -0.073494999999999991 -0.090699999999999989 0.13554500000000003 -1.0000000180025095e-35 0.11372500000000001 -0.12463499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 10 -6 -3 8 -8 -10 -5
right_child=-2 2 -4 4 5 -7 7 -9 9 -11 -12
leaf_value=0.016964374957005549 -0.0066662753200904838 -0.007223891705766412 0.017170583773301024 -0.00063438759797582016 0.00093655266430906555 -0.021629566770914092 0.020442752446285635 -0.0077242719647403384 0.005370538417423314 -0.0052530649295797916 0.0084347220469127848
leaf_weight=58 55 66 59 52 54 52 54 56 1723 75 70
leaf_count=58 55 66 59 52 54 52 54 56 1723 75 70
internal_value=0 0.00454261 0.00422349 0.0038761 -0.00226161 -0.0101235 0.00458555 0.00499462 0.00537979 0.0049268 0.0045604
internal_weight=0 2319 2261 2202 228 106 1974 1908 1852 1798 122
internal_count=2374 2319 2261 2202 228 106 1974 1908 1852 1798 122
is_linear=0
shrinkage=0.100566


Tree=3170
num_leaves=12
num_cat=0
split_feature=2 48 150 1 40 39 14 150 1 16 129
split_gain=1.73946 0.565529 0.620982 1.03275 1.02679 0.61122 0.553329 0.54673 0.613205 0.498938 0.481477
threshold=0.17000000000000001 -0.085909999999999986 1.0000000180025095e-35 0.086050000000000015 -0.081029999999999977 0.088550000000000004 -1.0000000180025095e-35 0.087675000000000017 0.10044000000000002 -0.50884499999999988 0.048480000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 -5 -9 -8 -11
right_child=-2 2 3 7 5 -7 9 8 -10 10 -12
leaf_value=0.010829864941621926 -0.011734550937141083 0.013793279690701443 0.0058196555611647206 -0.011564372031382636 0.010030902079005718 -0.0035393695113650849 -0.004664803744167197 -0.0088201748540079981 0.0020974833912106579 0.0033637296531544899 -0.0012265403410277515
leaf_weight=53 57 55 95 52 69 101 59 53 92 1479 166
leaf_count=53 57 55 95 52 69 101 59 53 92 1479 166
internal_value=0 0.00256834 0.00237081 -0.00110314 0.00289712 0.00257687 0.00292577 -0.00444593 -0.00188715 0.00263756 0.00289999
internal_weight=0 2274 2221 292 1929 1874 1773 197 145 1704 1645
internal_count=2331 2274 2221 292 1929 1874 1773 197 145 1704 1645
is_linear=0
shrinkage=0.0808819


Tree=3171
num_leaves=26
num_cat=0
split_feature=12 13 12 16 13 10 13 160 0 52 12 0 41 52 13 16 1419 43 52 12 43 0 0 0 0
split_gain=46.656 13.1337 11.0467 7.15333 3.39174 2.76198 3.43084 2.39798 2.16085 1.88268 1.81995 1.75179 1.75003 1.55072 1.07629 0.833606 0.909923 1.24847 0.688578 0.739029 0.402191 0.392897 0.382694 0.216911 0.0976169
threshold=0.054520000000000006 -0.0044799999999999987 0.10597500000000001 -0.23071499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.33260499999999998 -1.0000000180025095e-35 -0.077429999999999985 0.024560000000000002 0.095330000000000012 -0.095869999999999983 0.07831500000000001 -0.060549999999999993 -0.052454999999999995 -0.070454999999999976 0.082370000000000013 -0.095244999999999982 0.091080000000000008 0.085005000000000011 -0.072469999999999993 -0.088774999999999979 -0.093384999999999982 -0.085044999999999996 -0.067094999999999988
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=1 5 10 -4 7 -1 -7 -3 -5 -10 12 -8 15 -9 20 18 17 -17 19 -2 -12 -19 -21 -20 -16
right_child=2 4 3 8 -6 6 11 13 9 -11 14 -13 -14 -15 24 16 -18 21 23 22 -22 -23 -24 -25 -26
leaf_value=0.00046516953728663627 0.0030736881589244367 0.0025551188563595786 0.00078164727245410182 0.0026229037228323198 0.0013902613950372389 0.00060611787560556753 0.0018027295239426415 0.0022654228324629072 0.0014830363589680372 0.0022894488721379633 0.0023809605865618751 0.001108147374725772 0.0032118397623507916 0.0015602366893515758 0.0024867143039875119 0.0020091080125391168 0.0029403645142925855 0.0023471384388021096 0.0026192011358903843 0.0024497983227216372 0.0020134296419170401 0.0025932450994886149 0.002756086757068846 0.0023597789238681793 0.0026754791005023774
leaf_weight=80 73 88 52 64 89 77 74 58 61 61 52 79 56 76 92 52 52 89 92 52 85 346 318 60 53
leaf_count=80 73 88 52 64 89 77 74 58 61 61 52 79 56 76 92 52 52 89 92 52 85 346 318 60 53
internal_value=0 0.00145512 0.00249059 0.00184343 0.00192495 0.000983658 0.00116385 0.00213915 0.00214009 0.00188653 0.0025952 0.00144431 0.00265081 0.00186572 0.0023604 0.00262307 0.00252993 0.00248604 0.00270739 0.00277263 0.00215318 0.00254297 0.00271313 0.00251702 0.00255595
internal_weight=0 621 1710 238 311 310 230 222 186 122 1472 153 1190 134 282 1134 539 487 595 443 137 435 370 152 145
internal_count=2331 621 1710 238 311 310 230 222 186 122 1472 153 1190 134 282 1134 539 487 595 443 137 435 370 152 145
is_linear=0
shrinkage=0.0032351


Tree=3172
num_leaves=20
num_cat=0
split_feature=4 3 12 2 42 4 3 42 16 12 12 160 3 2 2 3 3 3 4
split_gain=30.5829 13.8512 9.65504 5.17468 3.32008 2.77593 3.58739 2.5675 1.92764 1.55134 1.30644 1.92363 1.5501 1.47463 0.941315 0.935615 0.918911 0.750119 0.627777
threshold=0.30163500000000004 0.30112000000000005 -1.0000000180025095e-35 0.14823500000000003 -0.0015249999999999999 -0.074219999999999994 0.094285000000000008 0.11688500000000002 -0.41863499999999992 -0.08947999999999999 0.083785000000000012 -0.012309999999999998 -0.15002999999999997 0.091250000000000012 0.086915000000000006 -0.094679999999999986 -0.08632999999999999 -0.082134999999999986 0.50373500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 10 7 14 18 -6 16 -12 -13 -14 17 -16 -4 -7 -2
right_child=3 -3 5 -5 9 6 -8 -9 -10 -11 11 12 13 -15 15 -17 -18 -19 -20
leaf_value=0.0018638223993822003 0.0013937643716807593 0.00028769369069124373 0.0021650490005849002 -0.00021470581665376454 0.0013542008371387835 0.0023463265519272163 0.00109820120272191 0.0013372343660004943 0.00049672634103060812 0.00062537572368832873 0.0016158756579071312 0.0026527135507968492 0.0022111605133961951 0.0016995233285537171 0.0016051969432075324 0.002001280458500895 0.0027256376593450542 0.0020373562265993458 0.00092648208408141843
leaf_weight=71 73 54 54 52 61 149 52 62 66 67 68 74 442 72 76 491 81 210 56
leaf_count=71 73 54 54 52 61 149 52 62 66 67 68 74 442 72 76 491 81 210 56
internal_value=0 0.00193789 0.00198177 0.000709645 0.001291 0.00205682 0.00194448 0.00198899 0.000956319 0.000972982 0.00220448 0.00214327 0.0022042 0.00213956 0.00203259 0.00194825 0.00250166 0.00216569 0.00119119
internal_weight=0 2084 2030 247 199 1831 1040 988 195 128 791 656 588 514 926 567 135 359 129
internal_count=2331 2084 2030 247 199 1831 1040 988 195 128 791 656 588 514 926 567 135 359 129
is_linear=0
shrinkage=0.0032998


Tree=3173
num_leaves=21
num_cat=0
split_feature=4 3 39 2 2 3 11 16 12 12 16 39 2 16 13 15 2 4 4 12
split_gain=59.1175 20.0062 13.1182 4.07098 3.66546 2.97037 2.49431 1.87631 2.2911 2.05727 1.29392 1.10057 1.0281 0.988761 1.404 0.918187 0.90374 0.827429 0.712431 0.354603
threshold=0.30163500000000004 0.30112000000000005 0.081875000000000017 0.098365000000000022 0.13538500000000001 -0.011259999999999997 1.0000000180025095e-35 0.51148500000000008 0.087615000000000012 0.095780000000000018 -0.071629999999999985 0.087880000000000014 0.090715000000000004 0.081265000000000018 -0.07692499999999998 -0.42443999999999993 0.092735000000000026 -0.039459999999999995 0.020345000000000005 0.085005000000000011
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 2 3 6 11 -4 10 8 -5 -10 12 15 19 14 -12 -2 -14 -15 -11 -1
right_child=4 -3 5 7 -6 -7 -8 -9 9 18 13 -13 16 17 -16 -17 -18 -19 -20 -21
leaf_value=0.0028364029796318028 0.0014541400346019611 0.0004249320208291574 0.001143078317152937 0.0016186958127110563 0.00015109636680588545 0.0019817346523844275 0.0030988086409027824 0.0025659987954001658 0.002683909827428266 0.0021783687399397687 0.0024762368394632543 0.00058509144161186897 0.0020173080283010006 0.0028640978738049671 0.0021396111261630562 0.00087363880294124923 0.002575806768420581 0.0024056231091401769 0.0017171023110292586 0.0026232611165332999
leaf_weight=100 52 54 90 87 84 81 76 96 69 101 313 52 52 78 211 59 69 84 52 471
leaf_count=100 52 54 90 87 84 81 76 96 69 101 313 52 52 78 211 59 69 84 52 471
internal_value=0 0.00233103 0.00238172 0.00245908 0.000689791 0.00154053 0.00253755 0.00217726 0.00205638 0.00222776 0.00250657 0.000967193 0.00260394 0.0024083 0.00234075 0.00114589 0.00233607 0.00262658 0.00202182 0.00266065
internal_weight=0 2084 2030 1859 247 171 1454 405 309 222 1378 163 692 686 524 111 121 162 153 571
internal_count=2331 2084 2030 1859 247 171 1454 405 309 222 1378 163 692 686 524 111 121 162 153 571
is_linear=0
shrinkage=0.00317166


Tree=3174
num_leaves=15
num_cat=0
split_feature=2 51 124 13 376 51 1210 448 147 2 403 51 42 2
split_gain=1.73221 0.638655 0.895401 1.12542 1.05394 1.03591 0.851499 0.703952 1.00501 0.597984 0.543893 0.457638 0.38417 0.0767151
threshold=0.17000000000000001 -0.10830999999999999 -0.051674999999999992 -0.009329999999999998 0.083785000000000012 -0.09193999999999998 -0.0081349999999999981 -0.065209999999999976 0.087070000000000022 0.084275000000000003 -0.43469499999999994 -0.21268499999999999 0.093985000000000013 0.087910000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 -4 9 -8 10 -7 -9 12 -1 -11
right_child=-2 2 5 -5 -6 6 7 8 -10 13 -12 -13 -14 -15
leaf_value=0.0033914546285638411 -0.010509909974820054 -0.00405388594464909 -0.0067066169580598895 -0.011248738646611444 0.012631959378442746 0.018816192720088897 -0.0052457776028292779 -0.0029579871922638858 0.016957497452935566 0.0098212360634711924 0.0050417889246963735 0.015321355305277579 0.012449916847938143 0.0051948745843231735
leaf_weight=98 57 64 56 60 53 55 52 68 53 60 1476 69 57 53
leaf_count=98 57 64 56 60 53 55 52 68 53 60 1476 69 57 53
internal_value=0 0.00493735 0.00445149 -0.00149649 0.00349667 0.00501407 0.00537582 0.0047699 0.00509661 0.0113176 0.00468886 0.00937969 0.00672866 0.00765962
internal_weight=0 2274 2050 177 117 1873 1817 1649 1597 168 1544 224 155 113
internal_count=2331 2274 2050 177 117 1873 1817 1649 1597 168 1544 224 155 113
is_linear=0
shrinkage=0.0875492


Tree=3175
num_leaves=13
num_cat=0
split_feature=48 12 2 15 124 0 150 0 160 481 12 1
split_gain=1.73751 1.52011 0.892375 0.768745 0.599775 0.62245 0.741193 0.698751 0.696086 0.692127 0.824436 0.588808
threshold=0.13504500000000005 -0.14847999999999997 -0.013254999999999998 -0.088184999999999986 -0.085664999999999977 -0.083554999999999977 0.083205000000000015 -0.084444999999999978 -0.24162499999999998 -0.083994999999999986 0.09334000000000002 0.11604000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 8 9 -7 -6 -11 -10
right_child=-2 2 4 -5 5 6 -8 -9 11 10 -12 -13
leaf_value=-0.011543238723794829 -0.012964962447214835 0.0065635775814525937 -0.0039834850300049292 0.022914415987257512 -0.0030634276708613396 -0.0048195618834262158 0.015112829877601468 0.017728382629431098 0.0033430540264469681 0.0087716135430420533 -0.00013057047100352453 0.012103119892707287
leaf_weight=52 53 61 67 56 67 96 57 63 807 754 122 86
leaf_count=52 53 61 67 56 67 96 57 63 807 754 122 86
internal_value=0 0.00544777 0.00584339 0.0143988 0.00537049 0.00567644 0.00395654 0.00746365 0.00331247 0.00677674 0.00753059 0.00418789
internal_weight=0 2288 2236 117 2119 2052 1046 1006 989 943 876 893
internal_count=2341 2288 2236 117 2119 2052 1046 1006 989 943 876 893
is_linear=0
shrinkage=0.100566


Tree=3176
num_leaves=20
num_cat=0
split_feature=4 13 376 2 49 11 0 14 2 160 2 52 481 2 49 52 4 4 13
split_gain=21.5507 8.10703 5.05178 2.49519 2.02946 1.91736 1.60275 1.31929 1.62819 0.963185 0.842995 1.51862 0.819315 0.669596 0.61837 0.50272 0.778407 0.35519 0.127576
threshold=0.30163500000000004 -0.28558999999999996 0.080200000000000007 0.097145000000000023 -0.014169999999999999 0.077290000000000011 -0.079249999999999987 -0.42495999999999995 0.12454500000000002 0.0065900000000000012 0.11252000000000002 0.024560000000000002 -0.08452999999999998 0.11866500000000001 -0.008964999999999999 0.016565000000000003 -0.036279999999999993 0.49433000000000005 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 12 -2 17 10 11 -6 -3 -12 -14 16 -8 -9 -17
right_child=7 2 -4 4 9 -7 15 8 -10 -11 13 -13 14 -15 -16 18 -18 -19 -20
leaf_value=0.00079464875365183605 0.0012930835856382415 0.0017309261176138239 0.0011176767664282745 0.0012197328140319244 0.00136978246019351 0.0025948075808990491 0.0018218790495730869 0.0011220631071706991 0.00033761476589060449 0.0021428837521866102 0.0022233675979806398 0.0019591648456573378 0.0018880975825877654 0.001753481062961167 0.0021047526817463201 0.0020453876244481842 0.0014037283900135711 0.00076943932121796912 0.0018321016496849253
leaf_weight=72 56 84 83 70 117 55 150 64 71 78 53 76 171 83 801 70 69 58 60
leaf_count=72 56 84 83 70 117 55 150 64 71 78 53 76 171 83 801 70 69 58 60
internal_value=0 0.00186218 0.00190022 0.00193373 0.00173006 0.00200025 0.00197695 0.000855126 0.000727872 0.00181774 0.00174055 0.00160205 0.00204 0.00193685 0.00206667 0.00178609 0.00169029 0.000954705 0.00194721
internal_weight=0 2092 2020 1937 477 1460 1405 249 193 407 329 193 1056 136 972 349 219 122 130
internal_count=2341 2092 2020 1937 477 1460 1405 249 193 407 329 193 1056 136 972 349 219 122 130
is_linear=0
shrinkage=0.0032351


Tree=3177
num_leaves=9
num_cat=0
split_feature=48 12 1447 1447 0 0 11 4
split_gain=1.24838 1.10122 0.486329 0.436002 0.404661 0.559816 0.597263 0.472429
threshold=0.13504500000000005 -0.14847999999999997 -0.085804999999999979 -0.082954999999999987 0.13134000000000004 0.10396000000000001 0.077415000000000012 0.0053900000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.0082551112878781908 -0.0092929171517470554 -0.0014816301459448971 0.013668990860450854 0.0057796583815757068 0.012863156787740464 -0.0038080220812885097 0.012315011853280339 0.0025243586243773358
leaf_weight=52 53 88 52 1380 56 58 95 507
leaf_count=52 53 88 52 1380 56 58 95 507
internal_value=0 0.00484147 0.00514648 0.00541847 0.00521332 0.00500285 0.00526118 0.00490554
internal_weight=0 2288 2236 2148 2096 2040 1982 1887
internal_count=2341 2288 2236 2148 2096 2040 1982 1887
is_linear=0
shrinkage=0.0910862


Tree=3178
num_leaves=15
num_cat=0
split_feature=3 3 4 457 4 51 16 13 42 16 4 49 1211 43
split_gain=0.849555 0.921282 0.589049 0.534271 0.521097 1.19136 0.750564 0.620108 0.564139 0.467043 0.466675 0.453592 0.413019 0.343348
threshold=0.30112000000000005 0.12991000000000003 -0.5093899999999999 0.10487 0.043850000000000007 -0.22361999999999996 -0.41574999999999995 0.0015850000000000003 0.11573500000000002 -0.13644999999999999 -0.076184999999999989 0.0016050000000000003 0.085535000000000014 -0.017259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 11 9 12 -8 -10 13 -7 -6
right_child=-2 -3 3 -5 6 8 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0050471153352388805 -0.0050577308175950141 0.017533132552602214 0.020333126877379312 -0.0053429478800967522 0.0076676141926987169 0.0052544484272315653 -0.006988613366197805 -0.010689010618689846 0.0041687066414112968 0.0038429099401646326 -0.0086982202195170274 0.01433627882716835 0.012658388585178355 -0.0021392038844689704
leaf_weight=67 97 54 54 54 86 1352 55 60 63 150 52 54 81 62
leaf_count=67 97 54 54 54 86 1352 55 60 63 150 52 54 81 62
internal_value=0 0.00455014 0.00422952 0.00452279 0.0047808 0.00564282 0.0018214 -0.00169539 0.00512968 0.000931654 -0.00164005 0.00644031 0.0056737 0.0035521
internal_weight=0 2244 2190 2123 2069 1602 467 265 1548 205 115 202 1433 148
internal_count=2341 2244 2190 2123 2069 1602 467 265 1548 205 115 202 1433 148
is_linear=0
shrinkage=0.100566


Tree=3179
num_leaves=31
num_cat=0
split_feature=12 12 43 51 43 160 40 51 160 42 12 42 12 12 124 51 43 51 456 52 403 43 403 403 156 43 52 42 400 12
split_gain=19.8765 8.60461 3.49494 5.01152 2.60193 2.58564 2.31377 3.53345 2.37032 2.18395 1.8964 1.36679 1.19863 1.19179 1.09753 0.975219 0.969392 0.848956 0.587426 0.511634 0.419491 0.342807 0.490486 0.323729 0.312923 0.304372 0.299341 0.220608 0.168772 0.0623357
threshold=0.054520000000000006 0.095330000000000012 -0.049914999999999994 -0.091149999999999981 -0.095564999999999983 0.079055000000000014 -1.0000000180025095e-35 0.043015000000000005 -0.030229999999999996 -0.025789999999999997 0.12701500000000002 0.096295000000000019 0.099815000000000015 0.086700000000000013 -0.081949999999999981 0.0053700000000000006 -0.11990999999999997 -0.085574999999999984 1.0000000180025095e-35 0.087035000000000015 -0.52017999999999986 0.0011450000000000004 1.0000000180025095e-35 -0.062444999999999994 0.086765000000000023 -0.017259999999999998 0.026115000000000003 -0.080744999999999983 -0.077004999999999976 0.10888000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 4 -4 -1 14 -5 8 -8 27 11 12 -11 15 -6 17 -15 -2 19 25 -18 23 -23 28 -25 -19 -13 -3 -22 -29
right_child=1 9 3 6 5 -7 7 -9 -10 10 -12 26 -14 16 -16 -17 20 18 -20 -21 21 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0017998299537375136 0.0028338344350580893 0.0022472094212280815 0.0025925247441597977 0.002099897570953494 0.0010089714741690543 0.0015900875511056824 0.00057099994735390267 0.0019190580334553461 0.0014080976497262811 0.0018442289463075517 0.0011173931105168558 0.0018849758972435326 0.0012010335580081208 0.0018993507869319284 0.0003584715156869554 0.0029304123463438879 0.002035249107545131 0.0024120822116069024 0.0021095597023920174 0.0022233806187274409 0.0024245035470716238 0.002043751141602945 0.0024540598858393591 0.0023025800366924371 0.002583590216843173 0.0026624101786064764 0.0021950605472211985 0.0019343490947254054 0.0026957716705332639 0.0021112470971605072
leaf_weight=58 55 100 60 67 61 53 57 94 105 72 52 75 57 65 53 52 52 113 68 80 58 85 53 309 53 110 67 52 52 53
leaf_count=58 55 100 60 67 61 53 57 94 105 72 52 75 57 65 53 52 52 113 68 80 58 85 53 309 53 110 67 52 52 53
internal_value=0 0.00221756 0.00152389 0.00171586 0.00119696 0.000987373 0.0015529 0.00140961 0.00111378 0.00186598 0.00169638 0.00180735 0.0015603 0.00237158 0.000706855 0.00250035 0.00228686 0.00244778 0.00239045 0.00245337 0.00232486 0.00234949 0.00220159 0.00239266 0.00234382 0.00253572 0.00203153 0.00213304 0.00255306 0.00202398
internal_weight=0 1733 608 383 225 167 323 256 162 528 323 271 129 1205 114 478 727 426 371 303 662 610 138 472 362 223 142 205 110 105
internal_count=2341 1733 608 383 225 167 323 256 162 528 323 271 129 1205 114 478 727 426 371 303 662 610 138 472 362 223 142 205 110 105
is_linear=0
shrinkage=0.0032998


Tree=3180
num_leaves=15
num_cat=0
split_feature=45 1186 9 49 52 3 147 52 2 51 133 157 157 15
split_gain=0.986372 0.893886 0.696459 0.711874 0.696182 1.37708 1.20749 1.08221 1.80745 0.771073 0.536021 0.511361 0.504958 0.293638
threshold=1.0000000180025095e-35 0.062435000000000011 0.088235000000000022 0.11580500000000001 -0.082354999999999984 0.12991000000000003 0.087210000000000024 -0.41304999999999997 0.10575500000000002 -0.11722499999999998 0.084675000000000014 -0.077944999999999987 -0.06266999999999999 -0.012074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 11 9 12 -1 -5 -6 -9 -11
right_child=-2 -3 -4 10 5 -7 -8 8 -10 13 -12 -13 -14 -15
leaf_value=0.017265343445128555 0.017910889129175649 -0.007851093133919039 -0.0068997912540735623 0.0045581029191597497 0.012475143099603016 0.018548311970816064 -0.0088216715521634917 -0.0064008434381517924 -0.018930903998468699 0.0081043374407679513 -0.0081521664774154446 0.0055268725488559246 0.0045830927823782884 -0.0011288251720688739
leaf_weight=58 54 61 53 62 117 87 57 57 53 69 73 1308 164 70
leaf_count=58 54 61 53 62 117 87 57 57 53 69 73 1308 164 70
internal_value=0 0.0041531 0.00448224 0.00476009 0.00522828 0.00624645 0.00552355 0.00183427 -0.00225021 0.00752067 -0.00230691 0.00609812 0.00174527 0.00344682
internal_weight=0 2289 2228 2175 2040 1569 1482 471 274 197 135 1425 221 139
internal_count=2343 2289 2228 2175 2040 1569 1482 471 274 197 135 1425 221 139
is_linear=0
shrinkage=0.100566


Tree=3181
num_leaves=14
num_cat=0
split_feature=4 3 123 2 4 15 15 12 15 150 3 123 15
split_gain=37.7382 13.5327 8.86183 3.24045 2.63823 2.7346 3.63412 4.31515 1.83644 1.25552 1.23683 0.959341 0.772525
threshold=0.30163500000000004 0.20828500000000003 1.0000000180025095e-35 0.13712500000000002 -0.49269499999999994 -0.15614499999999998 0.0056700000000000006 0.083865000000000009 -0.47090499999999996 0.086730000000000015 -0.064674999999999983 0.086620000000000016 -0.41606999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -2 12 -8 -4 -10
right_child=8 -3 11 -5 5 6 10 -9 9 -11 -12 -13 -14
leaf_value=0.0028897760437896587 0.0013226067149560315 0.00073261664710058119 0.0010901076518371907 0.0015831927873881759 0.0030005479045915602 0.0017204784945655408 0.0024319011939366334 0.0022832720738060475 0.00076032539741060373 0.0011155303096309467 0.0029562883459660818 0.0016957361091800231 0.00023340442425575422
leaf_weight=99 72 63 57 60 65 191 775 674 64 54 53 58 58
leaf_count=99 72 63 57 60 65 191 775 674 64 54 53 58 58
internal_value=0 0.00223963 0.00228633 0.00233973 0.00236416 0.00233454 0.00230895 0.00215904 0.000878106 0.000696065 0.00246551 0.00139586 0.000510111
internal_weight=0 2095 2032 1917 1857 1758 1693 865 248 176 828 115 122
internal_count=2343 2095 2032 1917 1857 1758 1693 865 248 176 828 115 122
is_linear=0
shrinkage=0.0032998


Tree=3182
num_leaves=17
num_cat=0
split_feature=4 1 16 12 124 52 4 0 4 16 1 12 48 4 0 4
split_gain=44.7376 13.4461 7.52708 4.02995 1.85697 1.69387 1.27572 1.25706 1.37491 2.00092 1.1546 2.92163 0.884818 0.779712 0.647341 0.555862
threshold=0.30163500000000004 0.104035 0.51148500000000008 0.089435000000000014 -0.076779999999999987 0.055990000000000005 0.50113000000000019 0.12500000000000003 -0.38908499999999996 0.041625000000000002 0.087840000000000015 0.08536500000000001 0.085790000000000019 -0.049744999999999991 -0.14822499999999997 0.032965000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 12 -1 6 -2 8 -6 10 14 -12 -3 -11 -10 -15
right_child=5 2 -4 -5 7 -7 -8 -9 9 13 11 -13 -14 15 -16 -17
leaf_value=0.0017213523273841235 0.00026582033399922211 0.00060334893204906008 0.00251090263313685 0.0018311760065098362 0.0027224416143002625 0.0011856346948487147 0.00079148048246250431 0.0017638248730497241 0.0026414118727596772 0.0017267847920203147 0.0014981143880574966 0.0022924039096507394 0.0011110591528454554 0.002230775977921927 0.0023314887479979674 0.001842380781452117
leaf_weight=71 94 57 60 77 69 54 100 53 78 80 62 227 99 129 976 57
leaf_count=71 94 57 60 77 69 54 100 53 78 80 62 227 99 129 976 57
internal_value=0 0.00213164 0.00148855 0.00122513 0.00223619 0.000678341 0.000536957 0.00225728 0.00227285 0.00225355 0.00230449 0.00212212 0.000925771 0.00199623 0.00235446 0.00211194
internal_weight=0 2095 293 233 1802 248 194 1731 1678 1609 1343 289 156 266 1054 186
internal_count=2343 2095 293 233 1802 248 194 1731 1678 1609 1343 289 156 266 1054 186
is_linear=0
shrinkage=0.0032351


Tree=3183
num_leaves=16
num_cat=0
split_feature=44 130 51 16 43 132 13 12 124 376 15 47 130 12 15
split_gain=0.977227 0.869 0.857695 1.22559 0.917167 0.936316 0.903613 1.24776 0.949689 1.587 0.694465 0.69011 0.622041 0.280044 0.163283
threshold=1.0000000180025095e-35 0.090185000000000015 -0.091149999999999981 0.12292000000000002 -0.20207499999999998 0.098600000000000007 -0.15310499999999996 0.081420000000000006 -0.072314999999999977 0.082945000000000019 -0.031659999999999994 0.094825000000000007 0.09721500000000001 0.092295000000000002 -0.066974999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -6 9 -8 14 -10 -3 -14 -5
right_child=-2 12 4 10 5 -7 8 -9 11 -11 -12 -13 13 -15 -16
leaf_value=-0.010364420421183101 0.017772954962947111 0.01905133631888755 -0.003591196886034681 -0.0045103923435592707 0.0052441575848194135 0.014798208186234273 -0.012261103776633539 -0.013583973841925284 0.0069085954382039939 0.0094724517492126049 0.011578419822040695 -0.0005930117701729359 0.0022538755407824772 0.010694584276895198 0.0027780858536576038
leaf_weight=79 52 56 101 53 73 89 64 52 1297 53 61 115 55 90 53
leaf_count=79 52 56 101 53 73 89 64 52 1297 53 61 115 55 90 53
internal_value=0 0.00488493 0.00432299 -0.000826528 0.00501051 0.00550951 0.0050091 -0.00258041 0.00563021 -0.00240751 0.00367947 0.00629693 0.0107231 0.00749978 -0.000856796
internal_weight=0 2291 2090 246 1844 1743 1654 125 1529 117 167 1412 201 145 106
internal_count=2343 2291 2090 246 1844 1743 1654 125 1529 117 167 1412 201 145 106
is_linear=0
shrinkage=0.0929079


Tree=3184
num_leaves=19
num_cat=0
split_feature=1 3 4 124 3 3 14 13 3 12 16 49 15 2 1 3 49 4
split_gain=32.0348 7.81782 4.1617 3.13483 1.89533 2.79857 1.77603 1.48648 1.44554 1.62667 0.872585 1.05342 1.60038 0.792474 0.705745 0.595421 0.543745 0.190206
threshold=0.10491000000000002 -0.055389999999999988 0.26900000000000007 -0.076779999999999987 0.077930000000000013 0.149315 0.054835000000000009 -0.0072499999999999995 -0.11756999999999999 0.089475000000000013 0.41134500000000007 -0.0088649999999999996 -0.090364999999999987 0.11715500000000001 0.14109500000000003 -0.060614999999999995 -0.067864999999999995 -0.015464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 -1 7 -6 8 -3 9 -5 11 12 -10 15 -7 -13 -14 -2
right_child=1 4 -4 6 5 14 -8 -9 10 -11 -12 13 16 -15 -16 -17 -18 -19
leaf_value=0.001536138313822617 0.0022889389191150179 0.00092558363845050287 0.0011239791104759019 0.0013976295690717616 0.0017487413927385186 0.0011245829302259903 0.002703384922181641 0.00025554709498043775 0.0015071476347955513 0.0021917807938905604 0.0018768827701264425 0.002243384572782585 0.002346685392935346 0.0018571821330551617 0.00062030117941665316 0.0024722970509992192 0.0019380516247170761 0.0020148386215570356
leaf_weight=79 63 101 62 52 61 64 70 53 52 57 84 1107 82 52 54 137 61 52
leaf_count=79 63 101 62 52 61 64 70 53 52 57 84 1107 82 52 54 137 61 52
internal_value=0 0.00125113 0.00180074 0.00216799 0.000958886 0.00118554 0.00219643 0.000695211 0.00217534 0.00181324 0.00220038 0.00221858 0.00199533 0.00225214 0.000894103 0.00226862 0.00217261 0.0021653
internal_weight=0 510 177 1833 333 179 1754 154 1684 109 1575 1491 195 1296 118 1244 143 115
internal_count=2343 510 177 1833 333 179 1754 154 1684 109 1575 1491 195 1296 118 1244 143 115
is_linear=0
shrinkage=0.0032351


Tree=3185
num_leaves=15
num_cat=0
split_feature=4 3 39 3 4 41 3 42 42 16 124 157 4 42
split_gain=54.7505 15.3138 11.5835 2.6286 2.44005 2.7063 1.95294 2.75369 1.89941 1.66355 1.54777 0.902921 0.73096 0.711645
threshold=0.27161500000000005 0.11372500000000001 0.081875000000000017 0.17646500000000004 -0.46376499999999993 0.075585000000000013 -0.10468499999999999 -0.026469999999999997 0.12199500000000001 -0.53870999999999991 -0.083769999999999983 -0.0045449999999999996 -0.00045499999999999995 0.086700000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 11 6 7 -6 12 -2 -4 -1 -8 -11
right_child=3 -3 10 -5 5 -7 8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.0031493953592224423 0.0014530635567694323 0.0010934727795352101 0.0012225605317137153 0.00020002334958920455 0.0025084850929964547 0.0030130397413503924 0.0024811679279582504 0.0015584556436794568 0.001834531569625063 0.0010268838473081381 0.0018652939045669451 0.0025856193001370545 0.002316851970332501 0.00061433174621183719
leaf_weight=61 54 94 75 52 56 71 1119 63 52 82 71 52 352 81
leaf_count=61 54 94 75 52 56 71 1119 63 52 82 71 52 352 81
internal_value=0 0.0023203 0.00237877 0.000828742 0.00244619 0.00241687 0.00239107 0.00200581 0.00242116 0.00097925 0.00153535 0.00289025 0.00244187 0.000822077
internal_weight=0 2066 1972 269 1826 1713 1642 119 1523 217 146 113 1471 163
internal_count=2335 2066 1972 269 1826 1713 1642 119 1523 217 146 113 1471 163
is_linear=0
shrinkage=0.00310948


Tree=3186
num_leaves=22
num_cat=0
split_feature=3 12 10 123 3 12 52 40 0 3 0 12 3 49 52 0 0 0 51 12 52
split_gain=37.7259 6.91905 6.40399 6.21578 9.26599 4.29433 2.36576 1.33913 1.23386 1.20362 1.41291 1.13334 1.00902 0.997095 0.877381 0.872256 0.664208 0.647197 0.562628 0.624837 0.38125
threshold=-0.058704999999999993 0.077755000000000005 -1.0000000180025095e-35 0.084000000000000005 0.11372500000000001 0.10321000000000001 -0.091784999999999992 -0.080884999999999985 -0.069389999999999993 -0.15680499999999997 -0.097074999999999981 0.092495000000000008 0.077930000000000013 1.0000000180025095e-35 1.0000000180025095e-35 -0.099329999999999988 -0.079604999999999995 -0.084794999999999995 -0.085574999999999984 0.083785000000000012 0.086965000000000015
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 -1 -2 4 6 9 -4 -5 17 -3 14 18 16 20 -11 -6 -8 -7 -12 -20 -13
right_child=2 5 3 7 15 8 12 -9 -10 10 11 13 -14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00078584037557310527 0.00014989368312288355 0.0023531475811427965 0.0020912264423757544 0.00086299949905837517 0.00041285245292278203 0.0014589825252710835 0.001445378992012934 0.00019026948083270741 0.0012133289909722301 0.0014085615475714767 0.0023306971787500929 0.0018080067061208003 0.0017030733806776368 0.0014657485134625366 0.0019236718652469852 0.00093824403577223486 0.00096118175618074223 0.0019643031207478233 0.0023338321290436166 0.0019993943300506689 0.0020622166668848199
leaf_weight=59 89 85 78 52 92 53 71 77 98 76 71 150 84 65 65 52 52 55 65 735 111
leaf_count=59 89 85 78 52 92 53 71 77 98 76 71 150 84 65 65 52 52 55 65 735 111
internal_value=0 0.00187516 0.000956247 0.0010848 0.00127208 0.00191459 0.00161011 0.000461715 0.00147737 0.00197786 0.001954 0.00199021 0.00142865 0.00182653 0.00164627 0.000602817 0.00124096 0.00171664 0.00205144 0.00202661 0.00191625
internal_weight=0 1688 647 558 429 1629 285 129 206 1423 1338 1197 207 326 141 144 123 108 871 800 261
internal_count=2335 1688 647 558 429 1629 285 129 206 1423 1338 1197 207 326 141 144 123 108 871 800 261
is_linear=0
shrinkage=0.0032351


Tree=3187
num_leaves=26
num_cat=0
split_feature=2 1 16 13 16 15 3 13 1 43 124 156 3 3 43 43 13 2 15 15 13 1 1 15 15
split_gain=2.17156 1.45837 1.45415 0.746169 1.39149 0.665473 0.775632 0.720177 0.65996 1.39737 0.891432 0.790987 0.67869 0.632752 0.639032 0.597965 0.547928 0.545283 0.474401 0.458513 0.532205 0.351603 0.64848 0.168428 0.0868948
threshold=0.10161500000000002 0.13869000000000004 -0.0048099999999999992 -0.071839999999999987 0.25032500000000008 0.10347000000000002 -0.075404999999999986 -0.009329999999999998 0.081315000000000012 -0.0068249999999999986 -1.0000000180025095e-35 0.0010500000000000004 0.11745500000000002 -0.081854999999999997 -0.073404999999999984 -0.085594999999999991 -0.078734999999999986 0.085835000000000009 -0.01163 -0.10556999999999998 -0.095574999999999979 0.091785000000000019 0.088950000000000015 -0.087864999999999985 -0.032264999999999995
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=2 8 5 16 15 6 19 23 13 10 -10 12 -11 -2 -15 -5 18 -9 -4 -1 -21 22 -22 -8 -16
right_child=1 -3 3 4 -6 -7 7 17 9 11 -12 -13 -14 14 24 -17 -18 -19 -20 20 21 -23 -24 -25 -26
leaf_value=0.014446715300284182 -0.0012669726509470795 -0.011500551281390988 0.01704911368397424 0.030141436929835667 0.0078571324429244742 0.016069245204363466 0.0082538908479967543 -0.010866582432934872 0.00017739879056029477 0.0071997529992196109 -0.016247697082727271 0.013007858532662387 -0.0053856474997044665 0.017675138417783332 0.0082089855535172999 0.01736742917387863 0.0010170770597830771 0.0018875897500221618 0.0062739705321222285 -0.0020649015735378523 0.0070880223871450307 0.0010986836456609995 0.016617810173724688 0.0017145070496827942 0.0032007787485524857
leaf_weight=73 60 64 73 55 93 61 97 52 59 76 55 71 72 59 65 76 57 65 69 55 679 71 68 53 57
leaf_count=73 60 64 73 55 93 61 97 52 59 76 55 71 72 59 65 76 57 65 69 55 679 71 68 53 57
internal_value=0 0.00179877 0.00815909 0.0128814 0.0165643 0.00659037 0.00611288 0.00168584 0.00328335 0.000600047 -0.00773829 0.00494508 0.00107042 0.00698687 0.00972843 0.0227381 0.00873089 -0.00377245 0.0118203 0.00736132 0.00676771 0.0073628 0.00795685 0.00594992 0.00587722
internal_weight=0 638 1697 423 224 1274 1213 267 574 333 114 219 148 241 181 131 199 117 142 946 873 818 747 150 122
internal_count=2335 638 1697 423 224 1274 1213 267 574 333 114 219 148 241 181 131 199 117 142 946 873 818 747 150 122
is_linear=0
shrinkage=0.0929079


Tree=3188
num_leaves=14
num_cat=0
split_feature=4 1375 0 51 4 148 4 16 51 151 49 43 16
split_gain=1.31171 0.868792 1.19612 0.750861 0.938943 0.713522 0.652897 0.644531 0.635385 0.577408 0.712655 0.622738 0.493519
threshold=0.27161500000000005 -0.092319999999999985 -0.16802499999999995 0.11144500000000002 -0.50775499999999985 -0.07546499999999999 0.50113000000000019 -0.5315899999999999 0.13474500000000003 -0.084699999999999984 -0.0096099999999999988 -0.20207499999999998 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -2 -5 10 -7 -11 -8
right_child=6 2 3 8 5 9 12 -9 -10 11 -12 -13 -14
leaf_value=-0.0060520537670018665 0.00042792468645871506 0.021883647962346642 0.02127600719870178 -0.0099518092236541809 0.019367682010433783 -0.0075122113463811412 0.0088424985406723305 -0.016230021273077665 0.0050204285152370739 0.015866034814390285 0.0095453082392019141 0.006917875255766647 -0.0040371255294991059
leaf_weight=58 62 71 62 54 59 72 94 53 99 103 52 1436 60
leaf_count=58 62 71 62 54 59 72 94 53 99 103 52 1436 60
internal_value=0 0.00733371 0.00772095 0.0072012 0.00784143 0.00735703 -0.000905231 -0.00723891 -0.000256144 0.00693021 -0.000349499 0.00751752 0.00381677
internal_weight=0 2066 2008 1937 1784 1722 269 115 153 1663 124 1539 154
internal_count=2335 2066 2008 1937 1784 1722 269 115 153 1663 124 1539 154
is_linear=0
shrinkage=0.111034


Tree=3189
num_leaves=25
num_cat=0
split_feature=2 11 3 16 403 131 157 12 2 51 51 2 123 52 51 52 2 484 2 52 16 3 2 16
split_gain=1.31541 1.01427 0.713043 0.663573 0.590089 0.706279 0.706127 0.826983 0.554574 1.0364 0.767437 0.536066 0.521774 0.461605 0.444274 0.678741 0.804865 0.506052 0.485897 0.38201 0.144023 0.169924 0.0313929 0.0176646
threshold=0.10161500000000002 0.079915000000000014 0.13772500000000001 -0.0048099999999999992 -0.055854999999999995 1.0000000180025095e-35 -0.077664999999999998 1.0000000180025095e-35 0.085600000000000023 -0.015609999999999997 -0.080414999999999986 0.091005000000000016 0.083275000000000016 -0.050359999999999995 0.116275 0.12371000000000001 -0.017044999999999998 0.062030000000000009 0.090225000000000014 0.26959000000000005 0.51763500000000018 -0.080564999999999984 0.14106500000000002 -0.074874999999999983
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 3 4 14 -2 6 -6 12 10 -10 -5 -11 23 -12 15 16 -1 18 -18 -17 21 -9 -4 -8
right_child=2 -3 22 8 5 -7 7 20 9 11 13 -13 -14 -15 -16 19 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0071856791679265567 -0.0072138963661332583 0.017621176811846707 -0.0046047324146915288 0.0043082273116948951 -0.0048451733171171489 -0.0071027874532900367 0.013905307640244856 -0.00052269926685513722 0.013322502705612749 -0.0074577127468176156 0.01125045189138201 0.0052062714330443054 0.0036838027804133437 0.022958704060909722 -0.0040316087046103075 0.017486017155387758 0.0062916441348926976 -0.0020285153445340053 0.00055810561730456601 0.0068179199890292426 -0.0019971227301604521 0.0059962478492784762 -0.0079550032850010978 0.016605143484144248
leaf_weight=55 53 64 53 66 61 52 52 55 88 52 62 71 53 60 54 53 745 94 162 71 53 102 52 52
leaf_count=55 53 64 53 66 61 52 52 55 88 52 62 71 53 60 54 53 745 94 162 71 53 102 52 52
internal_value=0 0.00591123 0.000861774 0.00545167 0.00226932 0.00331853 0.00458703 0.00615754 0.00881367 0.00547026 0.0125607 -0.000139383 0.0113618 0.0170169 0.00436379 0.00474885 0.00396854 0.00458243 0.00526869 0.0113858 0.0022619 0.0037061 -0.00627355 0.015265
internal_weight=0 1697 638 1633 533 480 428 367 399 211 188 123 157 122 1234 1180 1056 1001 907 124 210 157 105 104
internal_count=2335 1697 638 1633 533 480 428 367 399 211 188 123 157 122 1234 1180 1056 1001 907 124 210 157 105 104
is_linear=0
shrinkage=0.0947661


Tree=3190
num_leaves=15
num_cat=0
split_feature=9 4 15 39 2 156 2 2 1429 1453 133 156 15 2
split_gain=1.05267 0.584629 1.00714 0.498348 1.1404 0.458214 0.499758 0.819364 1.01472 1.01259 0.545506 0.350408 0.389948 0.203805
threshold=-1.0000000180025095e-35 0.36766000000000004 -0.18708499999999997 1.0000000180025095e-35 0.094955000000000025 -0.082819999999999991 0.10527500000000002 0.10097500000000002 0.084690000000000015 -0.049419999999999992 0.087605000000000002 0.085050000000000014 -0.069404999999999981 0.12901000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 13 5 -5 -2 7 8 9 -7 11 12 -8 -3
right_child=1 2 -4 4 -6 6 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0092802413723309888 0.012851194546909686 -0.0008282988201065392 -0.014349492163607957 0.022234419501523991 0.0034265235646481276 -0.0079464764134123053 0.00078979561932221139 0.016306795274408457 -0.0087331366661351426 0.005585994961286379 0.0070804803163328316 0.0043777001124982902 -0.010258864145702521 0.0070803741218745091
leaf_weight=70 72 76 52 62 100 69 64 70 68 1276 89 55 92 78
leaf_count=70 72 76 52 62 100 69 64 70 68 1276 89 55 92 78
internal_value=0 0.00427252 -0.00124687 0.0048368 0.0106318 0.00433009 0.00398535 0.00480505 0.00423443 0.0048909 -6.282e-05 -0.00308138 -0.00571863 0.00316985
internal_weight=0 2223 206 2017 162 1855 1783 1483 1413 1345 300 211 156 154
internal_count=2293 2223 206 2017 162 1855 1783 1483 1413 1345 300 211 156 154
is_linear=0
shrinkage=0.108856


Tree=3191
num_leaves=21
num_cat=0
split_feature=1 12 1 16 15 12 42 131 9 13 42 1 15 51 51 42 1429 16 51 1209
split_gain=0.785148 0.7892 0.668911 1.1394 0.941163 0.685475 0.634755 0.651452 1.10209 0.650155 0.780737 0.829622 0.576404 0.525785 0.533396 0.424441 0.407575 0.3889 0.434945 0.379201
threshold=0.085720000000000005 -0.054684999999999991 0.081925000000000012 0.21684500000000004 -0.054259999999999996 0.079570000000000016 -0.094269999999999979 0.087580000000000005 -1.0000000180025095e-35 -0.15310499999999996 -0.020484999999999996 0.10024500000000001 0.09167500000000002 0.077225000000000016 0.095540000000000014 0.10458000000000002 0.084885000000000002 -0.072729999999999975 -0.066084999999999991 0.087355000000000002
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 -1 3 5 -5 -3 -2 8 -8 -10 -11 12 -12 16 -15 -13 19 -9 -19 -7
right_child=6 2 -4 4 -6 13 7 17 9 10 11 15 -14 14 -16 -17 -18 18 -20 -21
leaf_value=0.020008201002001992 0.013804951250100599 -0.0074215856447765269 0.018237252143428688 0.0018388274575123122 -0.018770482926954865 0.0052756401525318056 -0.018154814232247685 0.012802584079102879 -0.0089792213105250596 -0.010527974605353633 -0.006332190874561011 0.0098279364882833259 0.0073616501829833828 0.022849250159814358 0.0074623180604277677 -0.0018626279125271389 0.014474340807642112 0.011101054345323526 -0.0025913771567253004 -0.004292438782851014
leaf_weight=52 53 55 52 83 52 733 53 78 102 69 156 222 62 52 88 56 64 52 94 65
leaf_count=52 53 55 52 83 52 733 53 78 102 69 156 222 62 52 88 56 64 52 94 65
internal_value=0 0.005494 0.00488626 0.00430276 -0.00609007 0.00563135 0.00100596 0.000286014 -0.00147359 -0.000146175 0.00144619 0.00311454 -0.00243173 0.00634911 0.0131866 0.00746839 0.00523712 0.00594762 0.00227659 0.00449468
internal_weight=0 1296 1244 1192 135 1057 997 944 720 667 565 496 218 1002 140 278 862 224 146 798
internal_count=2293 1296 1244 1192 135 1057 997 944 720 667 565 496 218 1002 140 278 862 224 146 798
is_linear=0
shrinkage=0.120186


Tree=3192
num_leaves=26
num_cat=0
split_feature=4 3 1 4 42 124 1 2 2 16 1 0 52 16 52 3 15 157 52 3 160 3 15 4 52
split_gain=84.7624 26.4178 10.2297 3.76407 3.59266 3.16508 2.45469 2.38748 2.20267 1.8622 1.34547 1.20553 0.977627 0.932421 0.913157 1.62485 0.814537 0.76638 1.11463 0.656358 0.609654 0.551753 0.491989 0.166124 0.131189
threshold=0.30163500000000004 -0.063814999999999997 0.10932500000000002 -0.37626499999999991 -0.0060199999999999993 -0.0076699999999999989 0.13130500000000003 0.10981000000000002 0.10527500000000002 -0.010379999999999999 0.090275000000000008 -0.13010499999999997 0.11667000000000001 -0.088734999999999994 -0.13370999999999997 -0.079979999999999982 -0.42759999999999992 -0.08205999999999998 -0.088204999999999992 -0.10175499999999998 -0.50337999999999983 -0.079594999999999985 -0.42759999999999992 -0.047714999999999987 -0.025069999999999999
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=1 8 3 -3 -5 -6 16 -4 10 13 11 -1 17 -7 -12 -16 -2 24 -19 -10 -14 -21 -8 -17 -13
right_child=6 2 7 4 5 9 22 -9 19 -11 14 12 20 -15 15 23 -18 18 -20 21 -22 -23 -24 -25 -26
leaf_value=0.01085671111687774 0.0086066719501186936 0.010492362279539834 0.0092496777533592044 0.01012783043437016 0.0086553579137951184 0.0095268753761434712 0.0078689423142295628 0.0083493022608732391 0.0096916080964293983 0.0090599594621110328 0.010482344158043664 0.010816568168444991 0.0098190055439721282 0.010161116190327729 0.009656671672189969 0.010416864317934718 0.0080662512676330251 0.010084586934943712 0.010434137577590494 0.010367345543587043 0.010298968767051751 0.0098795434996874591 0.0074015723665756391 0.010116429844487303 0.010539849084852011
leaf_weight=64 61 60 52 93 55 56 55 89 68 52 66 58 54 52 82 61 69 125 669 56 78 57 53 52 56
leaf_count=64 61 60 52 93 55 56 55 89 68 52 66 58 54 52 82 61 69 125 669 56 78 57 53 52 56
internal_value=0 0.0100925 0.00943967 0.00973003 0.00958141 0.00934489 0.00801159 0.00868161 0.0103075 0.0095817 0.0103535 0.0104051 0.0103772 0.00983258 0.0101351 0.0100174 0.0083201 0.0104171 0.0103792 0.00996025 0.0101029 0.0101216 0.00763991 0.0102789 0.0106809
internal_weight=0 2055 509 368 308 215 238 141 1546 160 1365 1104 1040 108 261 195 130 908 794 181 132 113 108 113 114
internal_count=2293 2055 509 368 308 215 238 141 1546 160 1365 1104 1040 108 261 195 130 908 794 181 132 113 108 113 114
is_linear=0
shrinkage=0.0032998


Tree=3193
num_leaves=12
num_cat=0
split_feature=148 475 15 12 52 12 16 49 1185 50 16
split_gain=0.866456 0.651057 0.683529 0.706161 0.661369 0.62663 0.493077 0.374213 0.353192 0.295233 0.394531
threshold=-0.065034999999999996 0.036560000000000002 -0.2987999999999999 -0.081314999999999985 -0.029869999999999997 -1.0000000180025095e-35 -0.42372999999999994 -0.044809999999999996 0.085905000000000009 -0.23452499999999996 0.041625000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -4 -5 -2 -1 9 -7 -11
right_child=1 -3 3 5 -6 8 -8 -9 -10 10 -12
leaf_value=-0.0083063362918323596 0.0079762183809346642 0.01888912226366652 0.0096016509969934719 -0.0022251470542082466 0.024178973144276042 0.015713395644437713 -0.0041840402026838558 0.0047471021813660745 0.016937347285250131 0.0086904370518827174 0.0044070849084097523
leaf_weight=52 71 68 88 68 64 59 89 52 56 1308 318
leaf_count=52 71 68 88 68 64 59 89 52 56 1308 318
internal_value=0 0.00839169 0.0080546 0.00861288 0.0157471 0.00801279 0.00120481 -0.00176844 0.00841333 0.00812935 0.00785345
internal_weight=0 2189 2121 1961 152 1809 160 104 1741 1685 1626
internal_count=2293 2189 2121 1961 152 1809 160 104 1741 1685 1626
is_linear=0
shrinkage=0.108856


Tree=3194
num_leaves=14
num_cat=0
split_feature=4 3 40 4 0 0 2 0 2 0 0 4 2
split_gain=19.7151 5.61271 2.9029 1.85615 6.4071 0.998055 0.930133 0.880474 0.789393 0.938442 0.777216 0.715058 0.435113
threshold=0.30163500000000004 0.11372500000000001 -0.026419999999999996 -0.42305999999999994 -0.026509999999999995 -0.11169999999999998 0.096015000000000017 -0.22607999999999998 0.10515500000000001 -0.072864999999999985 -0.14989499999999997 0.51400500000000016 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 12 7 -2 -1 -5 10 -10 -9 -7 -4
right_child=5 -3 3 4 -6 11 -8 8 9 -11 -12 -13 -14
leaf_value=0.0019175083015573492 0.0013396774250785521 0.0013095252785940256 0.0027373564604555854 0.0017196602851453663 0.00099303689019431375 0.0010745607574133749 0.0014067035833610002 0.0025471109714985717 0.0016147855269972615 0.0021130010040695019 0.0021610903266728256 0.00060358602927767548 0.00233457970964812
leaf_weight=75 90 101 55 52 53 95 76 58 60 121 1342 53 62
leaf_count=75 90 101 55 52 53 95 76 58 60 121 1342 53 62
internal_value=0 0.00205409 0.00209256 0.00212871 0.00210125 0.00107022 0.00166064 0.00213719 0.0021509 0.00194804 0.00217711 0.000906134 0.00252421
internal_weight=0 2055 1954 1803 1686 238 151 1633 1581 181 1400 148 117
internal_count=2293 2055 1954 1803 1686 238 151 1633 1581 181 1400 148 117
is_linear=0
shrinkage=0.0032351


Tree=3195
num_leaves=27
num_cat=0
split_feature=1 12 1 16 12 16 12 1 48 16 150 52 52 16 12 128 16 12 12 400 402 42 402 47 16 42
split_gain=41.0625 8.7455 5.43702 4.11686 2.70217 2.45779 2.09703 1.76991 1.39634 1.0557 0.99094 0.94488 1.36694 0.943997 0.914127 0.826535 0.661397 1.04529 0.643097 0.616938 0.464165 0.757275 0.438442 0.399415 0.373185 0.342361
threshold=0.11695500000000002 0.054520000000000006 0.092655000000000015 0.058765000000000005 -1.0000000180025095e-35 -0.071854999999999988 0.092495000000000008 0.14262000000000002 0.083570000000000019 -0.18776499999999999 0.082295000000000021 0.024560000000000002 -0.090234999999999996 -0.38959499999999997 0.084055000000000005 0.079650000000000012 -0.0083249999999999973 0.086160000000000014 0.11769500000000001 -0.059294999999999994 0.02938 0.10354000000000001 -0.092414999999999983 0.079855000000000023 -0.08921999999999998 0.083955000000000016
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 2 11 7 10 -6 8 13 9 -3 -4 12 -1 -2 25 18 19 -18 20 -16 21 24 -23 -10 -8 -11
right_child=3 6 4 -5 5 -7 15 -9 23 14 -12 -13 -14 -15 16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0028402983997023149 0.00098317211417660202 0.0024055781770411641 0.0011946081936486993 0.00195885851545834 0.0017751566577355424 0.00270237918456328 0.002257455118299279 0.00057468677429326333 0.0022712590822595142 0.0029601272481525284 0.0018113353261781369 0.0029698862252645814 0.0021530272122488245 0.0014938494163014657 0.0030290707259623571 0.0029442549626100354 0.0033604751235934856 0.0028362569107175349 0.0021693592066179546 0.0027154764121490641 0.0022685763161482543 0.0026216909303898219 0.003053054923060787 0.0026614902425924304 0.0025603056053548966 0.0033143557470010111
leaf_weight=56 80 58 61 73 71 56 56 61 62 65 54 55 74 79 83 54 59 148 55 459 58 55 52 57 265 61
leaf_count=56 80 58 61 73 71 56 56 61 62 65 54 55 74 79 83 54 59 148 55 459 58 55 52 57 265 61
internal_value=0 0.00259921 0.00217796 0.00127927 0.00185189 0.00218429 0.0027084 0.00105361 0.0027973 0.00284048 0.00148451 0.0026043 0.00244935 0.00123713 0.00286927 0.00255117 0.00282504 0.00298584 0.00251186 0.00276356 0.00255055 0.00258868 0.00283166 0.00245847 0.00250758 0.0031319
internal_weight=0 2074 427 293 242 127 1647 220 1052 933 115 185 130 159 875 595 749 207 541 542 486 428 107 119 321 126
internal_count=2367 2074 427 293 242 127 1647 220 1052 933 115 185 130 159 875 595 749 207 541 542 486 428 107 119 321 126
is_linear=0
shrinkage=0.0032998


Tree=3196
num_leaves=19
num_cat=0
split_feature=4 49 123 0 16 48 150 11 0 0 4 4 4 52 160 4 43 0
split_gain=23.8255 8.25083 3.82966 3.4801 2.3476 2.2798 1.78225 1.56179 2.52174 2.43073 1.51229 1.1416 2.58825 0.969202 0.561073 0.431141 0.352275 0.190597
threshold=0.30163500000000004 -0.014169999999999999 0.081180000000000016 -0.11327499999999999 -0.25959999999999994 0.092265000000000014 0.081245000000000026 1.0000000180025095e-35 -0.13314999999999996 -0.10891999999999999 0.054560000000000004 -0.38908499999999996 -0.096364999999999992 -0.085924999999999987 -0.065924999999999997 0.065590000000000009 -0.0068249999999999986 -0.091809999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 6 13 17 8 -3 -9 11 -10 -13 -5 -15 -12 -17 -2
right_child=4 2 -4 5 -6 -7 -8 9 10 -11 15 12 -14 14 -16 16 -18 -19
leaf_value=0.0011105394510598924 0.00071169816407602455 0.0016482003581017026 0.0013413052388286161 0.0024091689972530481 0.0015508268273437588 0.001255821498697028 0.0013055407080866525 0.0031135351482933387 0.0026495812832707166 0.002184214111543042 0.0017011529603278479 0.0015340069567660558 0.0022742005415719475 0.002114336713638424 0.0016498062834953634 0.0022319106511338883 0.0018538921780296366 0.00044364085958437577
leaf_weight=99 68 86 55 54 67 53 57 54 81 72 58 54 1229 55 61 60 52 52
leaf_count=99 68 86 55 54 67 53 57 54 81 72 58 54 1229 55 61 60 52 52
internal_value=0 0.00211322 0.00220025 0.00162629 0.00102415 0.00185509 0.000824582 0.00222729 0.00219962 0.00258277 0.00223051 0.00226724 0.00224307 0.00204172 0.00187036 0.00193561 0.00205672 0.000595834
internal_weight=0 2123 1801 322 244 223 177 1746 1620 126 1534 1364 1283 170 116 170 112 120
internal_count=2367 2123 1801 322 244 223 177 1746 1620 126 1534 1364 1283 170 116 170 112 120
is_linear=0
shrinkage=0.0032998


Tree=3197
num_leaves=21
num_cat=0
split_feature=1 52 124 4 376 4 2 52 1 15 1 2 52 157 157 4 43 15 52 4
split_gain=44.2885 9.72346 5.06011 3.57905 3.54604 4.24082 5.6841 1.92168 1.98162 1.60862 1.48566 1.3271 1.13943 1.02526 1.25893 0.958514 0.56143 0.468295 0.459168 0.20133
threshold=0.10574000000000001 -0.40011499999999994 -0.082254999999999981 0.0063250000000000008 0.084815000000000015 0.41345000000000004 1.0000000180025095e-35 0.038145000000000005 0.083555000000000018 -0.073404999999999984 0.12958500000000003 0.11366500000000002 0.26391000000000003 -0.085709999999999995 -0.081749999999999975 -0.082249999999999976 -0.0088849999999999988 0.089050000000000004 -0.046924999999999988 -0.012224999999999998
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 -2 -1 11 5 6 -3 8 16 -9 -7 12 13 19 -15 -16 -5 -14 -8 -4
right_child=1 4 3 7 -6 10 18 9 -10 -11 -12 -13 17 14 15 -17 -18 -19 -20 -21
leaf_value=0.0015764207415164446 0.0025798227098725295 0.0021923639920017396 0.0030047372270817678 0.0019792695285702744 0.00037029814576898057 0.0011902716384256037 0.00095469572674354586 0.0028133019577083244 0.0014603733027104061 0.00203785896429558 0.00056609755667485866 0.0020509992057079441 0.0020961788144706534 0.0020367082397948337 0.0026724670158665498 0.0024733607368322757 0.0024037244181002644 0.0024475103352977635 0.0013380461898714108 0.0027213576029412826
leaf_weight=75 56 87 52 83 54 75 73 62 64 52 86 66 84 53 421 663 56 80 61 64
leaf_count=75 56 87 52 83 54 75 73 62 64 52 86 66 84 53 421 663 56 80 61 64
internal_value=0 0.00131032 0.00240105 0.0024354 0.00114719 0.00125692 0.00154805 0.00212266 0.00193311 0.00245989 0.000857076 0.00250222 0.00252321 0.00255662 0.00252679 0.00255072 0.00215052 0.00226777 0.00112946 0.00284869
internal_weight=0 492 1875 1800 436 382 221 317 203 114 161 1483 1417 1253 1137 1084 139 164 134 116
internal_count=2367 492 1875 1800 436 382 221 317 203 114 161 1483 1417 1253 1137 1084 139 164 134 116
is_linear=0
shrinkage=0.0032351


Tree=3198
num_leaves=12
num_cat=0
split_feature=9 10 49 132 3 123 151 159 48 1443 3
split_gain=2.31883 1.1728 0.886355 0.719308 0.888898 0.692524 0.652594 0.652484 0.466937 0.45891 0.36699
threshold=0.091600000000000015 -0.090429999999999996 -0.15562499999999999 0.082230000000000011 -0.22740999999999997 0.081180000000000016 -0.15243999999999999 0.012830000000000003 0.08783500000000001 1.0000000180025095e-35 -0.082454999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 10 -7 -8 -5
right_child=-2 2 3 7 5 8 9 -9 -10 -11 -12
leaf_value=0.030153925544366474 -0.012336680138765189 -0.0026341065666777457 0.026417071687541222 0.005221039102783263 0.024893375344735791 0.010314540043580242 0.013558407922939376 -0.0041901796797815978 -0.0030340466474274375 0.0032046437558014089 0.017094874107343325
leaf_weight=53 52 53 71 84 69 100 1642 60 57 62 64
leaf_count=53 52 53 71 84 69 100 1642 60 57 62 64
internal_value=0 0.0128113 0.0124044 0.0127658 0.0134518 0.0129742 0.0136389 0.00615975 0.00546023 0.0131824 0.0103642
internal_weight=0 2315 2262 2209 2001 1930 1773 208 157 1704 148
internal_count=2367 2315 2262 2209 2001 1930 1773 208 157 1704 148
is_linear=0
shrinkage=0.11783


Tree=3199
num_leaves=16
num_cat=0
split_feature=9 10 2 41 2 1 1 3 2 13 1 50 484 131 2
split_gain=1.6044 0.810917 0.572036 0.75653 0.686803 0.735914 0.683212 0.714642 0.590694 0.581564 0.562029 0.73728 0.655315 0.50908 0.25116
threshold=0.091600000000000015 -0.090429999999999996 -1.0000000180025095e-35 0.086565000000000017 0.094835000000000017 0.10124500000000002 0.11869500000000001 0.0025650000000000004 0.10406500000000002 -0.042924999999999998 0.077300000000000021 0.089465000000000017 0.079595000000000013 0.088910000000000017 0.11266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 10 7 8 -6 -8 12 -12 -4 -7 -9
right_child=-2 2 3 -5 6 13 9 14 -10 -11 11 -13 -14 -15 -16
leaf_value=0.024587577016593493 -0.010059356024251304 0.0010749612484193972 0.011158291757997263 0.023520924355705106 0.0014901325641349975 0.029082400500439049 -0.0083169562149239869 0.019875903813502398 0.0097461984236930903 0.008186376026892735 0.0033397977567853768 0.013758000957493889 0.019944399735367577 0.013282353652004636 0.010104020217252586
leaf_weight=53 52 90 720 58 183 52 63 87 316 52 243 145 135 58 60
leaf_count=53 52 90 720 58 183 52 63 87 316 52 243 145 135 58 60
internal_value=0 0.0104467 0.0101149 0.0104889 0.0101307 0.0116938 0.00735001 0.00881058 0.00672089 -0.000843856 0.0108903 0.00723638 0.012547 0.0207627 0.0158958
internal_weight=0 2315 2262 2172 2114 1353 761 646 499 115 1243 388 855 110 147
internal_count=2367 2315 2262 2172 2114 1353 761 646 499 115 1243 388 855 110 147
is_linear=0
shrinkage=0.115519


Tree=3200
num_leaves=12
num_cat=0
split_feature=2 0 14 1444 1375 42 42 0 1453 12 12
split_gain=1.59254 1.19407 1.31633 0.919018 0.526599 0.572609 0.810969 1.35534 0.696913 0.47757 0.464205
threshold=0.17000000000000001 -0.22607999999999998 0.076175000000000007 -0.066134999999999985 -0.084629999999999997 -0.0015249999999999999 0.077855000000000021 -0.14857499999999998 -0.0067199999999999994 -0.016554999999999997 0.08536500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 9 7 -7 -8 -6 -11
right_child=-2 2 -4 4 5 6 8 -9 -10 10 -12
leaf_value=-0.0042683036715578746 -0.0098975172436404704 0.019758348329505251 0.020815247295222484 0.016177872500376077 0.017051802798389151 0.01583616883243202 0.016963225807654882 -0.00015649462730141673 0.0063023753701700793 4.233725290057983e-05 0.0090734633237081405
leaf_weight=84 53 52 67 54 62 57 61 376 978 60 484
leaf_count=84 53 52 67 54 62 57 61 376 978 60 484
internal_value=0 0.00703937 0.00746179 0.00705167 0.00674126 0.00649554 0.00546422 0.00194639 0.00692927 0.00899896 0.00807928
internal_weight=0 2335 2251 2184 2132 2078 1472 433 1039 606 544
internal_count=2388 2335 2251 2184 2132 2078 1472 433 1039 606 544
is_linear=0
shrinkage=0.0966614


Tree=3201
num_leaves=10
num_cat=0
split_feature=160 10 0 1208 0 43 2 4 4
split_gain=1.99147 1.05185 1.12051 0.599586 0.594683 0.585786 0.693316 0.576108 0.358041
threshold=-0.54321999999999993 -0.012544999999999999 -0.22607999999999998 1.0000000180025095e-35 -0.17785499999999996 -0.23269999999999999 -0.023999999999999997 0.5105900000000001 -0.068189999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 8 -7 -8 -6
right_child=1 2 3 -5 5 6 7 -9 -10
leaf_value=0.026894896907308667 -0.0068518165633881176 -0.0067911077354766789 0.018667551790981219 0.017646672059974552 0.0078192440859247737 0.015832449506361618 0.0057582474134613548 -0.0058359643853688921 0.020179572271151695
leaf_weight=63 81 81 54 69 63 89 1766 59 63
leaf_count=63 81 81 54 69 63 89 1766 59 63
internal_value=0 0.00607347 0.00654057 0.00704039 0.00669031 0.00637266 0.0058693 0.00538275 0.0140092
internal_weight=0 2325 2244 2163 2094 2040 1914 1825 126
internal_count=2388 2325 2244 2163 2094 2040 1914 1825 126
is_linear=0
shrinkage=0.115519


Tree=3202
num_leaves=26
num_cat=0
split_feature=1 2 3 124 13 160 2 2 16 12 2 159 160 3 1 15 3 15 133 2 403 15 16 15 16
split_gain=31.3928 10.1724 4.86169 4.4732 1.92241 1.90716 1.88368 1.50242 1.40452 1.36622 1.08992 0.984455 1.23266 1.12112 1.62308 0.997084 0.930297 0.814451 0.746059 0.534914 0.452887 0.407119 0.336237 0.296612 0.256445
threshold=0.10538500000000002 0.13880500000000004 -0.025669999999999995 -0.083859999999999976 -0.087894999999999987 -0.54321999999999993 0.089045000000000013 -1.0000000180025095e-35 0.058765000000000005 0.087805000000000008 0.11517500000000001 -0.26548499999999992 -0.060309999999999996 -0.15680499999999997 0.088735000000000022 -0.0090649999999999984 -0.097224999999999992 0.085225000000000009 0.086965000000000015 0.087365000000000012 -0.072624999999999981 -0.077809999999999976 -0.011224999999999997 0.089050000000000004 -0.077879999999999991
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 8 -1 -3 -5 9 -4 -2 16 -9 -8 15 -14 -15 -13 -7 21 19 -18 23 -11 -20 -19 -22
right_child=1 4 7 5 -6 6 11 10 -10 17 -12 12 13 14 -16 -17 18 20 22 -21 24 -23 -24 -25 -26
leaf_value=0.0013505638898995496 0.001700479533145593 -2.0719938213856858e-05 0.00085923612705583957 0.0028535779722700235 0.00083896283215255689 0.0028669925869266345 0.0025602710524981424 0.0017104841122306922 0.0023005862701423506 0.0021958687074138915 0.0011472950474540288 0.0020276220182186126 0.0025927721437006054 0.0021758290313024721 0.0015694306871368933 0.0014525938049299717 0.0024263388358427254 0.0023010701837351908 0.0020021127189264391 0.002775069636136425 0.0023311909577849424 0.0018545630534191858 0.0023587491108704849 0.0026595767297289035 0.0020476847199124479
leaf_weight=60 91 52 74 59 62 54 54 77 81 73 74 92 60 473 54 52 330 52 61 58 77 85 59 54 70
leaf_count=60 91 52 74 59 62 54 54 77 81 73 74 92 60 473 54 52 330 52 61 58 77 85 59 54 70
internal_value=0 0.00131577 0.0015653 0.00223849 0.000446518 0.00226779 0.00224811 0.0012456 0.00198329 0.00234549 0.00143472 0.00212738 0.00209535 0.00216278 0.00211376 0.00182022 0.00245178 0.00220006 0.00240757 0.00247856 0.00231707 0.00201248 0.00217775 0.00248404 0.00219643
internal_weight=0 511 397 1877 114 1817 1758 225 172 973 151 785 731 587 527 144 562 411 508 388 253 158 120 106 147
internal_count=2388 511 397 1877 114 1817 1758 225 172 973 151 785 731 587 527 144 562 411 508 388 253 158 120 106 147
is_linear=0
shrinkage=0.0032998


Tree=3203
num_leaves=22
num_cat=0
split_feature=4 12 15 15 4 12 11 150 15 0 16 0 11 16 12 51 16 51 15 132 12
split_gain=20.0795 9.68149 2.40281 2.90258 4.8143 2.30907 2.35631 2.03153 1.91998 1.84611 1.66271 1.6062 1.43427 1.29516 0.941356 0.83437 0.68374 0.41136 0.476449 0.387203 0.136955
threshold=0.30163500000000004 1.0000000180025095e-35 0.035560000000000008 -0.024814999999999997 -0.16270999999999997 0.11769500000000001 1.0000000180025095e-35 0.086730000000000015 -0.4680149999999999 -0.10220499999999998 -0.0043999999999999994 -0.090729999999999991 0.085155000000000022 0.0060650000000000009 0.083795000000000022 0.082455000000000014 -0.41574999999999995 -0.092119999999999994 -0.01163 -0.029554999999999994 0.097360000000000016
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 2 3 10 -5 6 9 8 -2 -3 11 15 -8 14 -11 -1 -10 20 -19 -16 -15
right_child=7 5 -4 4 -6 -7 12 -9 16 13 -12 -13 -14 17 19 -17 -18 18 -20 -21 -22
leaf_value=0.0015323505748265783 0.00088587709155670241 0.001239782408020273 0.0018038606234405893 0.0013772450151510844 4.8689278551661481e-06 0.0012220159792793533 0.0025715227038394426 0.0012250410693976917 0.00049044231288230546 0.0021951619495762416 0.0018085247591594141 0.00068072293585510265 0.0018635468466772266 0.0012970881426566641 0.0019633222784602609 0.0010055661073819066 -9.2637857719652486e-06 0.0018312615137701512 0.0015114829785444245 0.0017671282014451594 0.0015379526490166748
leaf_weight=88 86 78 59 52 60 88 61 55 59 68 52 58 65 58 129 53 60 99 109 899 52
leaf_count=88 86 78 59 52 60 88 61 55 59 68 52 58 65 58 129 53 60 99 109 899 52
internal_value=0 0.00163312 0.00118534 0.00108472 0.000642358 0.00174386 0.00177222 0.000661455 0.000510077 0.00173552 0.00128196 0.00114419 0.00220658 0.00176284 0.00181684 0.00133459 0.000238194 0.00157659 0.00166385 0.00179178 0.00141127
internal_weight=0 2128 422 363 112 1706 1618 260 205 1492 251 199 126 1414 1096 141 119 318 208 1028 110
internal_count=2388 2128 422 363 112 1706 1618 260 205 1492 251 199 126 1414 1096 141 119 318 208 1028 110
is_linear=0
shrinkage=0.0032998


Tree=3204
num_leaves=17
num_cat=0
split_feature=4 2 39 13 2 4 16 40 13 52 49 16 13 15 160 2
split_gain=40.5412 11.9478 6.25095 4.33244 2.58702 2.4018 2.6901 1.98767 1.53033 1.48613 1.12808 1.09988 0.988277 1.15499 0.546289 0.125581
threshold=0.30163500000000004 0.14271500000000001 0.081875000000000017 -0.16392499999999996 0.13880500000000004 -0.49432999999999994 -0.011859999999999997 -0.083394999999999983 -0.077849999999999989 -0.14689999999999998 -0.014169999999999999 -0.018199999999999997 -0.052454999999999995 -0.42759999999999992 -0.00363 0.099325000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 15 10 -4 14 -10 -7 -12 -2 -14 -8 -5
right_child=4 -3 7 5 -6 6 8 -9 9 -11 11 -13 13 -15 -16 -17
leaf_value=0.0017425714816814287 0.001057105540341836 0.0011170232628283892 0.0013864665441306178 0.0032362673815343438 0.00055417725509655812 0.0023400727577709479 0.0024627300427155644 0.0021802610178148518 0.0025151856631034824 0.002088119364120674 0.0026957224741817761 0.003163355521106847 0.001880292678807549 0.0011818266582837448 0.0027741369476099753 0.0029892239591291026
leaf_weight=63 90 66 54 52 66 93 128 96 163 199 978 59 52 52 125 52
leaf_count=63 90 66 54 52 66 93 128 96 163 199 978 59 52 52 125 52
internal_value=0 0.00250001 0.00254426 0.0025952 0.00111943 0.00262423 0.00259507 0.00189473 0.00241888 0.00228051 0.00269093 0.00272236 0.00131155 0.0015314 0.00261673 0.00311308
internal_weight=0 2128 2062 1912 260 1849 1745 150 615 362 1130 1037 194 104 253 104
internal_count=2388 2128 2062 1912 260 1849 1745 150 615 362 1130 1037 194 104 253 104
is_linear=0
shrinkage=0.0032998


Tree=3205
num_leaves=14
num_cat=0
split_feature=41 0 0 9 160 150 13 1454 47 156 403 0 0
split_gain=0.741723 0.851673 0.980364 1.34088 0.703779 1.10704 0.674232 0.576141 0.553002 0.486095 0.420727 0.234112 0.197899
threshold=0.07831500000000001 -0.13972999999999997 -0.11242999999999999 -1.0000000180025095e-35 0.0021250000000000006 0.07536000000000001 -0.090744999999999978 0.093640000000000015 0.10323000000000002 0.12159000000000002 -0.53379499999999991 -0.18087499999999998 -0.07081999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 11 -2 8 9 10 -5 -1 -10
right_child=6 2 3 7 -6 -7 -8 -9 12 -11 -12 -13 -14
leaf_value=-0.0028884145640221859 0.0089554792977890197 0.022378928528076006 -0.0075687678528311526 0.0011828988596484275 0.0108180289768078 0.011628177308443066 0.026471383073617155 -0.0029057340576830798 0.0061819402558739057 -0.0010962827354671241 0.010625518346438432 -0.012890576739967794 -0.0029219918586027116
leaf_weight=60 61 69 68 66 80 54 57 53 69 52 1519 66 59
leaf_count=60 61 69 68 66 80 54 57 53 69 52 1519 66 59
internal_value=0 0.00801756 0.00884379 0.00834795 0.00180018 -0.0022009 0.017427 0.00894397 0.0093005 0.00987247 0.0102331 -0.00813743 0.00197596
internal_weight=0 2215 1955 1886 260 180 118 1818 1765 1637 1585 126 128
internal_count=2333 2215 1955 1886 260 180 118 1818 1765 1637 1585 126 128
is_linear=0
shrinkage=0.115519


Tree=3206
num_leaves=22
num_cat=0
split_feature=4 3 150 0 4 0 15 4 15 4 3 13 0 0 14 15 0 12 12 4 51
split_gain=25.1569 10.1983 4.5906 3.01624 3.21996 1.93517 1.65416 1.48353 1.35087 1.19017 1.05957 1.49788 1.34901 0.656062 0.617135 0.576224 0.573565 0.712601 0.691016 0.256544 0.254402
threshold=0.30163500000000004 -0.063814999999999997 0.093625000000000014 -0.068669999999999995 -0.42305999999999994 -0.040094999999999992 -0.41606999999999994 0.053255000000000004 -0.069404999999999981 -0.0047649999999999993 -0.1535 0.095655000000000018 -0.050379999999999994 -0.10803999999999998 -0.45687499999999998 -0.53159999999999996 -0.097074999999999981 0.083785000000000012 0.084475000000000008 0.055260000000000011 -0.069834999999999994
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 7 3 8 -5 -6 14 10 9 -3 11 -1 16 -9 -2 -16 -12 -18 -19 -11 -15
right_child=6 2 -4 4 5 -7 -8 13 -10 19 12 -13 -14 20 15 -17 17 18 -20 -21 -22
leaf_value=0.0027011739362365356 0.0013151819897080452 0.0015942134201075244 0.00064210075559263278 0.0018985392924648582 0.0013611237013148915 0.00049870652078812315 0.00046932445550830612 0.0020714332356184936 0.0014878890090678112 0.0023179126067871475 0.0017379805357813985 0.001965039396811705 0.0015803555686042497 0.0018047819934335066 0.0011227661211197536 0.00063371086903778249 0.0024260296163362647 0.00173086627448423 0.0020902920696175484 0.0020091471955997688 0.0015023865884721916
leaf_weight=68 52 55 60 60 60 54 96 53 82 69 54 55 64 55 52 54 66 63 1031 56 74
leaf_count=68 52 55 60 60 60 54 96 53 82 69 54 55 64 55 52 54 66 63 1031 56 74
internal_value=0 0.00191198 0.00149883 0.00161665 0.0012792 0.000952919 0.000811632 0.00204141 0.00184062 0.00200111 0.00207796 0.00237229 0.0020496 0.00175987 0.00101939 0.000873957 0.00207431 0.00208993 0.00206963 0.00217987 0.00163159
internal_weight=0 2079 496 436 174 114 254 1583 262 180 1401 123 1278 182 158 106 1214 1160 1094 125 129
internal_count=2333 2079 496 436 174 114 254 1583 262 180 1401 123 1278 182 158 106 1214 1160 1094 125 129
is_linear=0
shrinkage=0.0032998


Tree=3207
num_leaves=17
num_cat=0
split_feature=151 1209 3 123 15 156 15 52 151 160 3 13 0 52 0 13
split_gain=0.833687 0.802433 0.654463 1.09574 0.725986 1.37609 0.849494 1.05581 0.64907 0.579599 0.661356 2.11923 1.38637 0.873824 0.828443 0.330676
threshold=0.077805000000000013 0.083050000000000013 -0.010299999999999998 0.083905000000000021 -0.036064999999999993 0.083840000000000012 -0.11764999999999999 0.048675000000000003 -0.0017399999999999998 -0.52481499999999992 -0.14906999999999998 0.046185000000000004 -0.037794999999999995 -0.22518499999999997 -0.10417499999999999 -0.012899999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 -6 7 -4 -8 -1 11 -11 14 -13 -12 -3
right_child=-2 15 4 -5 5 -7 8 -9 -10 10 12 13 -14 -15 -16 -17
leaf_value=-0.0018266574003479627 0.018018024010200983 0.020304560537802763 -0.0064841641700340404 0.021391094638589722 -0.012689547993804614 0.0098103511297210604 0.0050590235690683846 0.012672143117238981 0.019857509217519085 0.029680295106505595 -0.0023357418376830953 0.014348792949215006 -0.0077237194785955629 -0.0055976848796528769 0.0082687911586626014 0.0096754218740495255
leaf_weight=84 86 71 99 65 82 53 77 52 65 63 94 52 75 52 1194 69
leaf_count=84 86 71 99 65 82 53 77 52 65 63 94 52 75 52 1194 69
internal_value=0 0.00708741 0.00655618 0.00752521 0.00275203 -0.00384765 0.00579681 0.000105014 0.0118412 0.00696608 0.00744958 0.0139217 0.00665574 0.00436438 0.00749396 0.0150742
internal_weight=0 2247 2107 1679 428 135 293 151 142 1614 1530 167 1363 104 1288 140
internal_count=2333 2247 2107 1679 428 135 293 151 142 1614 1530 167 1363 104 1288 140
is_linear=0
shrinkage=0.108856


Tree=3208
num_leaves=18
num_cat=0
split_feature=1 150 150 156 475 1 0 11 3 13 13 51 156 13 3 3 12
split_gain=0.756242 1.04971 0.868647 0.563954 0.603897 0.69559 0.906392 0.534743 0.595221 0.702954 1.30122 0.937188 0.656415 0.55645 0.486598 0.456626 1.05212
threshold=0.085595000000000018 -0.075789999999999982 0.077585000000000001 0.092820000000000014 -0.082549999999999998 0.077565000000000009 -0.11242999999999999 0.083010000000000014 -0.096099999999999977 -0.10899499999999999 -0.47860499999999995 0.10838000000000002 0.088610000000000008 0.095430000000000015 0.0037100000000000002 -0.044759999999999994 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 8 -3 10 -10 12 14 -9 -11 16 -8
right_child=1 7 -4 -5 5 -7 15 13 9 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.017205457074556042 -0.01002434941026276 -0.0051682191760428391 0.018025266886863303 -0.0035700454097695711 0.02130953099233775 -0.0044694442942610222 0.021115796044631922 0.020641144405220593 0.0089893315319229811 0.0051116409766125102 -0.015494435306174123 0.018793722230997109 0.014391441233805129 0.004439614033346184 -0.0036573035931366793 -0.0026193538810355423 0.0065406328782149029
leaf_weight=79 61 78 101 56 58 60 66 52 53 433 54 67 79 53 95 57 831
leaf_count=79 61 78 101 56 58 60 66 52 53 433 54 67 79 53 95 57 831
internal_value=0 0.00409459 0.00812572 0.00729635 0.00782607 0.00713376 0.00782287 0.00498924 0.00407289 0.00499734 -0.00335588 0.0063252 0.00494699 0.0124745 0.00353165 0.00700168 0.00761437
internal_weight=0 1025 1308 1207 1151 1072 1012 964 859 781 107 674 607 105 528 954 897
internal_count=2333 1025 1308 1207 1151 1072 1012 964 859 781 107 674 607 105 528 954 897
is_linear=0
shrinkage=0.111034


Tree=3209
num_leaves=20
num_cat=0
split_feature=49 447 0 1 0 2 16 16 12 2 2 4 0 12 1455 12 0 403 43
split_gain=0.688131 0.582731 0.487474 0.64322 0.522854 0.785626 1.18909 1.62009 0.925844 0.688028 0.685582 0.634257 0.723213 0.668866 0.591654 0.508267 0.454143 0.324756 0.303518
threshold=-0.15378499999999998 0.089095000000000021 -0.15061499999999997 0.095695000000000016 -0.072174999999999975 0.10444500000000002 0.07277500000000002 -0.013324999999999998 0.092495000000000008 -0.00097499999999999985 0.11378000000000001 -0.085629999999999984 -0.084949999999999984 -0.094939999999999983 0.083760000000000015 0.096475000000000019 -0.064304999999999987 -0.039724999999999989 -0.035884999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 6 7 16 -8 -4 -7 12 -11 -13 -15 -12 -6 -14 -17
right_child=1 -3 4 -5 5 10 8 -9 -10 11 15 13 17 14 -16 18 -18 -19 -20
leaf_value=0.017320638919613114 0.006423620177329596 -0.0061549964287816433 0.019977864646571128 -0.0077514006610901734 -0.0075855373849759173 0.015475241266829488 0.015634773844577989 -0.024273515059682806 -0.0027581135564580229 0.024666937888864971 -0.0022877204023802169 0.01857217196722289 0.013801400424696714 0.0059242398369110019 -0.0038719004774764878 0.015485577203909539 0.0070888100725736295 0.0014384217080348756 0.0029692253187317682
leaf_weight=64 88 59 54 83 53 95 75 53 71 52 100 52 63 1066 89 52 60 52 52
leaf_count=64 88 59 54 83 53 95 75 53 71 52 100 52 63 1066 89 52 60 52 52
internal_value=0 0.00516548 0.00546826 -0.000449441 0.00596515 0.00313356 -0.00091801 -0.00760965 0.00668184 0.00717584 0.00736541 0.00667181 0.0133499 0.0057468 0.00516832 0.00358273 0.000195238 0.00822191 0.00923926
internal_weight=0 2269 2210 171 2039 611 312 166 146 1428 299 1374 167 1207 1155 204 113 115 104
internal_count=2333 2269 2210 171 2039 611 312 166 146 1428 299 1374 167 1207 1155 204 113 115 104
is_linear=0
shrinkage=0.115519


Tree=3210
num_leaves=16
num_cat=0
split_feature=39 14 3 41 51 4 1 1 0 4 0 16 480 1 4
split_gain=1.16033 1.46555 0.947871 0.791126 0.755459 1.2998 0.708893 0.634183 0.556405 0.911857 0.534445 0.733101 0.40314 0.36222 0.323804
threshold=0.11305000000000003 -0.22253999999999999 0.25468500000000005 0.079300000000000009 0.0053700000000000006 -0.095209999999999975 0.095025000000000012 0.096325000000000008 -0.095584999999999989 0.098655000000000007 -0.075424999999999978 -0.5020199999999998 0.086995000000000017 0.10491000000000002 -0.0027699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 14 8 9 -3 11 -9 -10 -12 -7
right_child=-2 2 -4 -5 5 6 -8 10 12 -11 13 -13 -14 -15 -16
leaf_value=0.016628824759802013 -0.010858990595323291 0.015199289185768907 -0.007380496155466371 -0.0046790269490161749 0.02139035436099767 0.0057594431502100227 -0.0038499229706153992 0.0039186689397494928 0.0044511965531978609 0.00084478762268008344 0.010941336625436763 -0.0094115679043974866 -0.0027204907695124901 0.00075823954693765583 0.014963997623701786
leaf_weight=94 52 119 74 97 69 114 59 70 1141 72 52 103 85 111 59
leaf_count=94 52 119 74 97 69 114 59 70 1141 72 52 103 85 111 59
internal_value=0 0.00432547 0.00380521 0.00419052 0.00460991 0.00926683 0.0056565 0.00380968 0.00474113 0.00979379 -0.000115327 -0.00401162 0.0039531 0.00401342 0.00890477
internal_weight=0 2319 2225 2151 2054 301 232 1753 1417 191 336 173 1226 163 173
internal_count=2371 2319 2225 2151 2054 301 232 1753 1417 191 336 173 1226 163 173
is_linear=0
shrinkage=0.100566


Tree=3211
num_leaves=18
num_cat=0
split_feature=39 49 49 1 1 16 39 151 15 16 1 1 1 133 12 1 42
split_gain=0.802808 0.657859 1.11935 0.886698 0.895918 0.592971 0.672231 0.562787 0.546114 0.541597 0.541137 0.936692 0.601932 0.523229 0.384225 0.271047 0.250627
threshold=0.11305000000000003 -0.015064999999999999 -0.072214999999999988 0.13976500000000003 0.13075500000000004 -0.096494999999999984 1.0000000180025095e-35 -0.084129999999999996 -0.087984999999999994 -0.34140499999999996 0.10574000000000001 0.11414000000000001 0.096630000000000008 0.024130000000000002 0.086985000000000021 0.11181500000000001 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 8 10 -1 15 -4 12 -12 -7 -9 -10 16 -3
right_child=-2 3 9 -5 -6 6 -8 13 14 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0038143023165437893 -0.0093964076826743553 0.01107218193532537 -0.00016096466253144739 0.017966847795539347 -0.0088015535578809707 0.0032889258214056105 0.014906059458198969 0.012846211114823418 0.020760172419243408 -0.013813077935696333 -0.013680902654683875 0.0055411223325769112 0.013392849619178769 5.5076000850906537e-05 0.0090129148519901732 -0.0012393084373788919 0.0022983533887297731
leaf_weight=66 52 87 55 52 57 1304 56 89 53 76 54 57 68 58 73 53 61
leaf_count=66 52 87 55 52 57 1304 56 89 53 76 54 57 68 58 73 53 61
internal_value=0 0.0037432 -0.000476406 0.00447873 0.00411341 0.00450852 0.00364751 0.00420077 0.00855738 -0.0080898 0.00322162 -0.00380007 0.00379052 0.00780697 0.0139631 0.00516316 0.00746349
internal_weight=0 2319 344 1975 1923 1866 1539 213 327 131 1483 111 1372 147 126 201 148
internal_count=2371 2319 344 1975 1923 1866 1539 213 327 131 1483 111 1372 147 126 201 148
is_linear=0
shrinkage=0.104629


Tree=3212
num_leaves=17
num_cat=0
split_feature=1 2 15 151 14 150 123 2 15 4 0 1 0 0 1 16
split_gain=35.7626 5.80459 4.45337 2.77097 2.57105 2.5288 2.51455 1.82438 1.92524 1.39677 2.25594 1.12715 1.36157 0.793681 0.751183 0.686632
threshold=0.10491000000000002 0.13775000000000001 -0.084629999999999997 0.050660000000000004 0.062655000000000016 0.085310000000000011 0.083835000000000007 0.11626500000000002 -0.19301999999999997 0.054560000000000004 -0.11208499999999998 0.12895500000000001 -0.14076499999999997 -0.049464999999999988 0.13849500000000003 -0.13644999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 6 13 7 8 -1 10 -10 12 -2 -4 -3 -11
right_child=1 14 5 -5 -6 -7 -8 -9 9 15 -12 -13 -14 -15 -16 -17
leaf_value=0.0027667005346533498 0.0008027658176503116 0.00079527686895671597 0.0021100731341251403 0.001481636860452266 0.002742274500871709 0.0010966109220082111 0.001440629651086107 0.0017208201701031229 0.0015245096624840553 0.0020320941265196324 0.002200069977173365 0.00064544955146177152 0.0014317095326143265 0.0016085772042497047 0.0002690822693827286 0.0015827354899906551
leaf_weight=52 60 52 85 67 69 52 54 100 52 83 1333 59 83 52 58 60
leaf_count=52 60 52 85 67 69 52 54 100 52 83 1333 59 83 52 58 60
internal_value=0 0.00116228 0.00134341 0.00211663 0.00214021 0.00169362 0.00211623 0.00213793 0.0021643 0.00214378 0.00217473 0.00101558 0.00116805 0.00191997 0.000518137 0.00184379
internal_weight=0 501 391 1870 1803 189 1734 1680 1580 1528 1385 202 143 137 110 143
internal_count=2371 501 391 1870 1803 189 1734 1680 1580 1528 1385 202 143 137 110 143
is_linear=0
shrinkage=0.00317166


Tree=3213
num_leaves=10
num_cat=0
split_feature=39 31 12 12 453 3 3 403 1
split_gain=0.617149 0.52101 0.712922 0.683109 0.596104 0.75596 0.722764 0.570401 0.40356
threshold=0.11305000000000003 -0.018414999999999997 -0.096989999999999979 -0.083994999999999986 1.0000000180025095e-35 0.25468500000000005 -0.081509999999999985 -0.019354999999999994 0.11646000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -8
right_child=-2 2 3 4 -6 -7 8 -9 -10
leaf_value=-0.0058809325458657356 -0.0080292753381250165 0.016507175942865666 -0.0055744235759137483 -0.00078509106312754553 0.01675872762070986 -0.0084991605333189831 0.006445421917918308 0.0046993922344920344 0.014790516835585285
leaf_weight=61 52 64 85 364 52 56 824 731 82
leaf_count=61 52 64 85 364 52 56 824 731 82
internal_value=0 0.00443843 0.00471775 0.00437329 0.0047748 0.00447126 0.00483485 0.00287514 0.00720205
internal_weight=0 2319 2258 2194 2109 2057 2001 1095 906
internal_count=2371 2319 2258 2194 2109 2057 2001 1095 906
is_linear=0
shrinkage=0.113254


Tree=3214
num_leaves=23
num_cat=0
split_feature=1 2 12 124 4 2 49 15 16 1429 4 16 157 12 1447 49 16 15 2 16 15 3
split_gain=26.0042 3.58083 2.97562 2.10799 1.59815 1.48418 1.91996 1.40478 1.31714 1.22396 0.793958 0.786395 1.24832 0.726933 1.44154 0.996961 0.721761 0.553311 0.463577 0.443925 0.366703 0.277949
threshold=0.10491000000000002 0.14823500000000003 0.087545000000000026 -0.077709999999999987 0.24099500000000004 0.091250000000000012 -0.013699999999999999 -0.10981499999999998 0.022165000000000004 0.084690000000000015 0.053455000000000009 -0.0011349999999999999 -0.0048549999999999991 0.083785000000000012 -0.084894999999999984 -1.0000000180025095e-35 -0.070064999999999975 -0.13800499999999996 0.10000000000000002 -0.034884999999999992 -0.094124999999999986 -0.078484999999999985
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 8 -1 -4 9 -7 -8 16 13 11 18 -13 15 -15 -5 17 -2 -9 -17 -16 -22
right_child=1 -3 4 5 -6 6 7 10 -10 -11 -12 12 -14 14 20 19 -18 -19 -20 -21 21 -23
leaf_value=0.0012645140351595554 0.00069824383019949094 0.00029537461471507078 0.0017366765960403106 0.0017497270211808754 0.0010323058376313801 0.0012068134062910509 0.0022542764125676731 0.00179022917371636 0.0012584252482768764 0.0014594250301787088 0.0014379611172105481 0.0020588606747900104 0.0014835494486482696 0.0013651931366335109 0.0017128188457086423 0.0020673361007490132 0.00042364410457752246 0.0010834484939069792 0.0021148587744317746 0.0024692716078673974 0.001907308167640884 0.0020960961849409618
leaf_weight=76 92 72 86 57 56 76 54 128 74 67 97 53 160 55 93 58 52 69 75 61 662 98
leaf_count=76 92 72 86 57 56 76 54 128 74 67 97 53 160 55 93 58 52 69 75 61 662 98
internal_value=0 0.000963646 0.00107572 0.00179373 0.00145914 0.00181613 0.00169112 0.00175597 0.000885899 0.00188594 0.00170345 0.00176528 0.00162686 0.00191227 0.00187504 0.00210417 0.000756314 0.000863546 0.00191034 0.00227366 0.00190787 0.0019317
internal_weight=0 501 429 1870 142 1794 643 567 287 1151 513 416 213 1084 908 176 213 161 203 119 853 760
internal_count=2371 501 429 1870 142 1794 643 567 287 1151 513 416 213 1084 908 176 213 161 203 119 853 760
is_linear=0
shrinkage=0.0032351


Tree=3215
num_leaves=24
num_cat=0
split_feature=1 2 10 12 12 43 2 2 4 43 2 12 1447 2 133 16 4 16 2 43 13 12 12
split_gain=42.7977 6.5386 5.68944 4.92204 3.35224 3.09746 3.46875 2.0725 1.95151 1.30764 1.30347 1.24231 1.05088 1.21137 1.94231 0.987973 0.816757 0.736004 0.68613 0.485965 0.385457 0.310083 0.302595
threshold=0.11831500000000002 0.10124000000000001 -0.0069899999999999988 -0.042789999999999988 0.085465000000000013 -0.50149499999999991 -1.0000000180025095e-35 0.11891500000000001 -0.082249999999999976 -0.049364999999999992 0.12162000000000002 0.083570000000000019 -0.0077349999999999988 0.090000000000000011 0.024130000000000002 -0.012324999999999997 0.053255000000000004 -0.096494999999999984 0.11252000000000002 -0.0090499999999999973 -0.06457499999999998 0.085905000000000023 0.10070000000000001
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=1 5 -2 -4 9 -1 -7 -5 11 -3 16 -8 21 17 -15 19 20 -14 -11 -13 -6 -10 -22
right_child=2 4 3 7 10 6 8 -9 12 18 -12 15 13 14 -16 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.0030376544873677801 -0.0001651019811188471 0.0011213002489179238 0.00045801271290456778 0.0019490829704702567 0.0025049261524506634 0.001575393848870506 0.0028216935073227564 0.0010747375013487647 0.0026640124896755179 0.0019380387886601203 0.0016142795683677198 0.0025609131828249251 0.0025179924661272958 0.0017090284115180759 0.0022237661944618423 0.0020361282343017038 0.0018293375817903302 0.0021832530175250079 0.0014483806747663734 0.0022343572755916452 0.0023205495658286768 0.002326702378959278 0.0019701247154026856
leaf_weight=52 57 72 99 52 54 87 80 69 52 60 64 172 84 154 168 79 64 553 67 73 61 78 52
leaf_count=52 57 72 99 52 54 87 80 69 52 60 64 172 84 154 168 79 64 553 67 73 61 78 52
internal_value=0 0.00214263 0.000763454 0.0010042 0.00180964 0.0022434 0.00221723 0.00145078 0.00225461 0.00147803 0.00203322 0.00245119 0.00218165 0.00214363 0.0019777 0.0023596 0.00214913 0.00222745 0.00167999 0.00246376 0.00227148 0.0024619 0.0021596
internal_weight=0 2126 277 220 494 1632 1580 121 1493 199 295 404 1089 959 322 324 231 637 127 245 167 130 113
internal_count=2403 2126 277 220 494 1632 1580 121 1493 199 295 404 1089 959 322 324 231 637 127 245 167 130 113
is_linear=0
shrinkage=0.0032998


Tree=3216
num_leaves=13
num_cat=0
split_feature=160 4 16 4 123 16 1375 151 457 151 4 16
split_gain=1.31943 1.24206 0.543134 0.84218 0.63728 1.04702 0.469559 0.614742 0.709282 0.543908 0.530437 0.137276
threshold=-0.54856499999999986 0.62207000000000001 -0.54150999999999994 0.10947000000000003 0.087260000000000018 -0.36241499999999999 -0.093609999999999985 -0.085684999999999997 0.083415000000000017 -0.081864999999999979 -0.0065299999999999993 -0.50884499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 11 -4 8 -8 -9 -11 -5
right_child=1 -3 3 4 -6 -7 7 9 -10 10 -12 -13
leaf_value=0.027413808463518395 0.018116071058501923 -0.014866586641356028 -0.0050887977551976249 -0.0021865841343280202 0.011167557910599127 -0.016374801562498528 0.0060042605972568577 0.019350758370847636 -0.01308871280777309 0.0060704326565255481 0.011618316638140978 0.0067964143284263067
leaf_weight=53 69 52 58 53 60 84 98 74 56 1247 424 75
leaf_count=53 69 52 58 53 60 84 98 74 56 1247 424 75
internal_value=0 0.00581066 0.00627918 0.00591212 -0.00114023 -0.00463038 0.00689305 0.00725976 -0.000929256 0.00798329 0.00747902 0.0030656
internal_weight=0 2350 2298 2229 272 212 1957 1899 154 1745 1671 128
internal_count=2403 2350 2298 2229 272 212 1957 1899 154 1745 1671 128
is_linear=0
shrinkage=0.135349


Tree=3217
num_leaves=17
num_cat=0
split_feature=4 3 3 39 11 12 123 4 3 3 4 4 3 403 403 4
split_gain=30.0849 8.24857 4.99074 4.40693 3.96034 2.56018 1.63128 1.23926 2.59458 1.23269 2.41084 0.930209 0.923672 0.885141 0.678437 0.497657
threshold=0.27161500000000005 0.25468500000000005 0.17646500000000004 0.081875000000000017 1.0000000180025095e-35 0.095165000000000013 0.085740000000000011 -0.031874999999999994 0.091170000000000015 0.06269000000000001 -0.1075 0.42098500000000005 -0.011259999999999997 -0.012634999999999999 0.048720000000000006 -0.049744999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 7 -6 11 9 13 10 -1 -2 -5 -9 -15 -12
right_child=2 -3 -4 12 5 -7 -8 8 -10 -11 15 -13 -14 14 -16 -17
leaf_value=0.0011979470848406551 0.0012999779184185993 0.0005055101559059916 -0.00028673992748466101 0.0010676848708468924 0.0028085084398186038 0.0019201545119763796 0.00039646323073815325 0.0014591094724769064 0.0010224793169585559 0.0022802675259584772 0.0018860067304348675 0.00079435234158560508 0.0015608270598129687 0.001859987221755948 0.0015234851615820264 0.0021601089120787671
leaf_weight=55 73 53 52 85 77 66 63 84 53 88 750 88 82 577 75 82
leaf_count=55 73 53 52 85 77 66 63 84 53 88 750 88 82 577 75 82
internal_value=0 0.00179189 0.000633708 0.00182475 0.0018698 0.00239875 0.00084754 0.00182691 0.0017292 0.00190594 0.00186876 0.00102383 0.00131004 0.00178004 0.00182133 0.00191306
internal_weight=0 2127 276 2074 1907 143 224 1764 789 975 887 161 167 736 652 832
internal_count=2403 2127 276 2074 1907 143 224 1764 789 975 887 161 167 736 652 832
is_linear=0
shrinkage=0.0032998


Tree=3218
num_leaves=21
num_cat=0
split_feature=4 3 39 3 4 3 40 3 3 3 4 151 3 4 156 15 3 15 15 3
split_gain=33.1584 9.57283 5.28007 4.4726 2.5506 2.81053 2.11471 1.82846 1.76397 1.387 1.40643 1.57196 1.0348 2.50917 1.01505 0.973917 0.828027 0.609194 0.398066 0.203973
threshold=0.27161500000000005 0.25468500000000005 0.081875000000000017 0.17646500000000004 -0.031874999999999994 0.091170000000000015 -0.072504999999999986 0.088465000000000002 -0.011259999999999997 -0.011259999999999997 0.043850000000000007 -0.085684999999999997 -0.081224999999999978 -0.079374999999999987 0.087825000000000014 -0.14068999999999995 -0.14818499999999998 -0.069404999999999981 0.092250000000000013 -0.066704999999999987
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 2 4 6 7 9 -2 12 -4 10 11 -6 14 -14 16 19 -1 -12 -15 -8
right_child=3 -3 8 -5 5 -7 15 -9 -10 -11 17 -13 13 18 -16 -17 -18 -19 -20 -21
leaf_value=0.0024519022584948242 0.00032436292143133393 0.00048916741726092675 0.00101283295729412 -0.00021231709837724996 0.0015659638399012927 0.0010835408571457724 0.0010249250701196929 0.0025861403984391421 0.0016928905914896245 0.0023779250391598315 0.0017626696150735664 0.0020217754361830762 0.0012316336401616498 0.0021911247566215246 0.0017144056201234676 0.0014127815711928783 0.0020965586013835962 0.0014000601389450313 0.0019185577412315824 0.00073639838050850196
leaf_weight=84 59 53 85 52 105 53 52 69 82 55 116 397 55 88 67 55 535 92 191 58
leaf_count=84 59 53 85 52 105 53 52 69 82 55 116 397 55 88 67 55 535 92 191 58
internal_value=0 0.00187487 0.00191027 0.000658977 0.00195958 0.00181997 0.000861399 0.00206441 0.00134696 0.00187095 0.00183162 0.00192651 0.00202908 0.00187747 0.00210285 0.00105322 0.00214484 0.00160245 0.00200466 0.000873113
internal_weight=0 2127 2074 276 1907 818 224 1089 167 765 710 502 1020 334 686 165 619 208 279 110
internal_count=2403 2127 2074 276 1907 818 224 1089 167 765 710 502 1020 334 686 165 619 208 279 110
is_linear=0
shrinkage=0.0032998


Tree=3219
num_leaves=17
num_cat=0
split_feature=1 1 3 0 124 3 41 0 0 3 3 3 0 16 3 3
split_gain=57.8096 13.103 7.26852 5.32265 2.97065 2.59312 1.96348 1.71298 1.34663 2.37474 1.89597 1.41242 1.13029 0.784894 0.691166 1.07639
threshold=0.10557500000000002 0.13712000000000005 -0.036844999999999996 0.12539500000000003 -0.043384999999999993 0.25468500000000005 0.075585000000000013 -0.04478999999999999 -0.066849999999999979 0.091170000000000015 -0.029309999999999996 -0.013399999999999999 -0.10417499999999999 0.066275000000000014 0.045635000000000002 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 -1 -3 8 -2 9 10 12 13 -6 -10 -4 -16
right_child=1 5 14 -5 6 -7 -8 -9 11 -11 -12 -13 -14 -15 15 -17
leaf_value=0.0017496138505865122 0.0021597298709512113 0.00057313185692452076 0.00079784930560077743 0.0013487766978523945 0.0020070665623223897 -0.00036677899953929736 0.0028777175478562861 0.001470633515126908 0.0017120092152854457 0.0017305953395592376 0.0029372834034822473 0.0025793765207888556 0.0024087527618855504 0.0021638691181191847 0.0014800368483346633 0.00084337091089352963
leaf_weight=84 101 73 102 58 79 53 78 61 73 56 69 52 1259 93 57 55
leaf_count=84 101 73 102 58 79 53 78 61 73 56 69 52 1259 93 57 55
internal_value=0 0.00108069 0.00138327 0.00231514 0.00234553 0.000177498 0.00237397 0.00190047 0.00235057 0.0023861 0.00241217 0.00211199 0.00238506 0.00196537 0.000991576 0.0011677
internal_weight=0 502 376 1901 1843 126 1759 162 1681 1463 1407 218 1338 166 214 112
internal_count=2403 502 376 1901 1843 126 1759 162 1681 1463 1407 218 1338 166 214 112
is_linear=0
shrinkage=0.0032351


Tree=3220
num_leaves=10
num_cat=0
split_feature=2 376 4 1 483 160 1374 51 158
split_gain=0.814553 0.503761 0.717885 0.568315 0.478397 0.531875 0.533 0.488872 0.443987
threshold=-0.13811499999999996 0.086100000000000024 0.50373500000000015 0.12986500000000004 0.11579500000000002 0.11655500000000001 -0.029664999999999997 -0.26631499999999991 0.092615000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -7
right_child=1 -3 -4 -5 -6 8 7 -9 -10
leaf_value=0.023649888111897596 0.020960085345825274 -0.0030527139894318896 -0.0018582613575815856 0.020117389833567159 0.020278911378541105 -0.0082282578668607335 0.02019229372271129 0.0081003265251369441 0.0079589187979793499
leaf_weight=55 55 60 99 70 54 54 54 1805 52
leaf_count=55 55 60 99 70 54 54 54 1805 52
internal_value=0 0.00823823 0.00854085 0.00902166 0.00864652 0.00833489 0.00881241 0.00845229 -0.000274785
internal_weight=0 2303 2243 2144 2074 2020 1914 1859 106
internal_count=2358 2303 2243 2144 2074 2020 1914 1859 106
is_linear=0
shrinkage=0.125042


Tree=3221
num_leaves=13
num_cat=0
split_feature=9 10 14 474 12 52 43 41 47 16 150 51
split_gain=0.574447 0.392495 0.570412 0.53298 0.710481 0.65742 0.942593 0.888156 0.766828 0.737039 0.690121 0.554425
threshold=1.0000000180025095e-35 -0.0091199999999999979 -0.23083499999999998 0.086515000000000009 0.085135000000000002 -0.15201999999999996 -0.081324999999999995 0.083525000000000016 0.11069000000000002 0.41484500000000007 -0.082924999999999985 -0.06512999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 8 10 -8 -7 -6
right_child=-2 2 3 4 11 7 9 -9 -10 -11 -12 -13
leaf_value=-0.0024297591323963149 0.017506684865036651 0.017252569589456118 0.023598014042155793 -0.01159067494273865 0.014746775800528198 -0.0065234280833595046 -0.0013793456014655448 -0.0093325972438535101 -0.0054923313710238146 0.014752393781921152 0.0078251141233298127 -0.0018094300455981868
leaf_weight=69 76 78 84 54 53 52 75 53 73 98 1522 71
leaf_count=69 76 78 84 54 53 52 75 53 73 98 1522 71
internal_value=0 0.00666121 0.00694526 0.00656808 0.000138178 0.00715224 0.0129359 0.00627712 0.00678024 0.0077513 0.00735025 0.00525646
internal_weight=0 2282 2213 2135 178 1957 257 1700 1647 173 1574 124
internal_count=2358 2282 2213 2135 178 1957 257 1700 1647 173 1574 124
is_linear=0
shrinkage=0.12259


Tree=3222
num_leaves=22
num_cat=0
split_feature=1 2 150 3 0 4 4 3 1 0 12 2 11 0 0 12 12 52 13 52 52
split_gain=29.0431 4.94451 5.53629 4.73593 2.96922 2.94324 1.90935 1.71132 1.44994 1.43064 1.23464 1.09192 1.01484 1.88325 1.06741 1.30928 1.01337 0.981377 0.676084 0.622125 0.52072
threshold=0.109225 0.099325000000000011 1.0000000180025095e-35 -0.055839999999999994 -0.065794999999999979 0.10440500000000001 0.005935000000000001 0.12991000000000003 0.083555000000000018 -0.10566999999999999 -1.0000000180025095e-35 0.11626500000000002 1.0000000180025095e-35 -0.11208499999999998 -0.079249999999999987 0.083325000000000024 0.097060000000000021 -0.14816999999999997 0.0049200000000000008 -0.14816999999999997 0.084675000000000014
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 6 10 5 7 -2 12 -5 9 -8 -3 16 13 -1 15 -15 17 -12 20 -17 -16
right_child=3 2 -4 4 -6 -7 8 -9 -10 -11 11 -13 -14 14 18 19 -18 -19 -20 -21 -22
leaf_value=0.001409563592848249 0.0018823478067152596 0.0012576206717548749 0.00056462455503968208 0.00055352638739647919 0.00016661262265005154 0.00088277991917554632 0.0022014038227328582 0.0012080903099083817 0.0012838819736912181 0.001491016623377699 0.001767385525323364 0.0014770317386717858 0.0024114351758962676 0.0025299766031064426 0.0018077834278803946 0.0017273023136403468 0.0016178921625297695 0.0023125677242290623 0.0015404805409930918 0.0020515050248648093 0.0021072525274481312
leaf_weight=60 65 59 52 81 91 59 63 87 73 57 65 96 58 58 177 69 89 76 64 763 96
leaf_count=60 65 59 52 81 91 59 63 87 73 57 65 96 58 58 177 69 89 76 64 763 96
internal_value=0 0.00186048 0.00155642 0.000886883 0.000637723 0.00140703 0.00194686 0.000892703 0.00164492 0.00186426 0.00169029 0.00176849 0.00199016 0.00197115 0.00199858 0.00205763 0.00188999 0.00206149 0.00184253 0.00202466 0.00191322
internal_weight=0 1975 437 383 259 124 1538 168 193 120 385 326 1345 1287 1227 890 230 141 337 832 273
internal_count=2358 1975 437 383 259 124 1538 168 193 120 385 326 1345 1287 1227 890 230 141 337 832 273
is_linear=0
shrinkage=0.0032351


Tree=3223
num_leaves=10
num_cat=0
split_feature=13 3 14 15 1429 2 15 12 12
split_gain=0.70321 1.58257 0.738406 1.58488 0.47925 0.484108 0.518543 0.528768 0.207898
threshold=-0.42195999999999995 0.13772500000000001 -0.23083499999999998 -0.42075999999999997 -0.086994999999999989 -1.0000000180025095e-35 0.10347000000000002 0.10321000000000001 0.095490000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 -8
right_child=1 -3 3 4 5 6 8 -9 -10
leaf_value=0.019834228765132238 0.019412249947784999 -0.013770993215308494 -0.014019736969129306 0.01933446653261393 0.016353730627127118 0.0066452480755762912 0.016942124885045824 -0.00095139197923152518 0.0083914954018024825
leaf_weight=68 78 60 58 53 87 1602 101 164 87
leaf_count=68 78 60 58 53 87 1602 101 164 87
internal_value=0 0.00666194 0.00721232 0.0067695 0.00734597 0.00703399 0.00661834 0.00593901 0.0129924
internal_weight=0 2290 2230 2152 2094 2041 1954 1766 188
internal_count=2358 2290 2230 2152 2094 2041 1954 1766 188
is_linear=0
shrinkage=0.127543


Tree=3224
num_leaves=14
num_cat=0
split_feature=402 402 401 402 11 11 10 1429 51 14 40 51 2
split_gain=0.522598 1.22688 1.35163 0.668518 0.529731 0.909417 0.503258 0.37462 0.553197 0.555831 0.521508 0.338843 0.0540454
threshold=0.088920000000000013 0.10913500000000002 0.11061500000000002 0.083730000000000013 0.077415000000000012 0.086080000000000018 -0.012544999999999999 -0.08262499999999999 -0.12463499999999998 -0.23083499999999998 -0.082239999999999994 -0.40771999999999992 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 -3 4 6 -6 -1 -8 11 -10 -11 -9 -2
right_child=1 2 -4 -5 5 -7 7 8 9 10 -12 -13 -14
leaf_value=-0.005505997282667526 0.02275716721728873 -0.010964627155030524 0.014310901286621795 -0.007412112217781831 0.024553975398375415 0.0051107881330358053 0.014534646259009368 0.0046759826967633939 0.017275268549744482 0.015179470161657681 0.0045479101031574614 -0.0061219391591560823 0.017284450280702451
leaf_weight=65 52 55 63 60 52 94 56 68 53 67 1519 99 55
leaf_count=65 52 55 63 60 52 94 56 68 53 67 1519 99 55
internal_value=0 0.0108169 0.00251927 0.00484065 0.00519589 0.0120444 0.00467636 0.00503249 0.00473715 0.00539561 0.00499783 -0.00171765 0.0199558
internal_weight=0 225 118 2133 2073 146 1927 1862 1806 1639 1586 167 107
internal_count=2358 225 118 2133 2073 146 1927 1862 1806 1639 1586 167 107
is_linear=0
shrinkage=0.11783


Tree=3225
num_leaves=11
num_cat=0
split_feature=10 1 97 49 49 52 402 43 51 12
split_gain=0.844226 0.698587 1.08161 0.595268 0.409159 0.491636 0.36571 0.408955 0.755851 0.463786
threshold=0.058500000000000003 0.14720000000000003 -0.0047149999999999996 -0.15378499999999998 0.11530000000000001 -0.083939999999999987 0.13174500000000003 -0.0017249999999999998 -0.14487999999999998 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 9 -9 -5
right_child=-2 -3 3 4 5 -7 -8 8 -10 -11
leaf_value=-0.013471910848111324 -0.010664787894124114 0.019664064490599927 0.01824219460146715 -0.0017811682862277946 0.007387457168128597 -0.0077332084298908131 -0.0050743162291366599 -0.011704462051044123 0.0042676106126783679 0.0076117395872731053
leaf_weight=52 57 52 55 92 58 88 54 52 653 1171
leaf_count=52 57 52 55 92 58 88 54 52 653 1171
internal_value=0 0.00503889 0.004704 0.00512978 0.0047965 -0.00171704 0.00526749 0.00555195 0.0030876 0.00692646
internal_weight=0 2327 2275 2223 2168 146 2022 1968 705 1263
internal_count=2384 2327 2275 2223 2168 146 2022 1968 705 1263
is_linear=0
shrinkage=0.127543


Tree=3226
num_leaves=25
num_cat=0
split_feature=1 52 12 4 1 4 1 123 4 0 12 0 42 15 52 43 475 13 151 157 1210 12 13 15
split_gain=29.3868 4.68826 3.88148 2.40674 3.08088 2.15465 2.1534 1.37675 1.43513 2.01962 1.20408 1.3558 1.81099 1.02786 0.987428 0.978674 0.605108 0.569156 0.486432 0.548037 0.344559 0.284199 0.248782 0.112341
threshold=0.10932500000000002 -0.23125999999999997 0.077755000000000005 -0.17689999999999997 0.095950000000000021 0.053255000000000004 0.14262000000000002 0.081180000000000016 0.41181500000000004 -0.098524999999999988 0.087905000000000025 -0.060199999999999997 0.084145000000000011 -0.050699999999999995 0.038145000000000005 -0.099699999999999983 -0.079274999999999984 -0.0049299999999999995 -0.086439999999999989 -0.082259999999999986 -0.059899999999999995 0.089545000000000013 -0.08231999999999999 -0.069929999999999978
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 -2 3 -1 13 10 7 8 9 -3 15 16 -13 -5 23 -4 -12 -6 -17 -20 -18 -22 -21 -7
right_child=1 6 5 4 17 14 -8 -9 -10 -11 11 12 -14 -15 -16 18 20 -19 19 22 21 -23 -24 -25
leaf_value=0.0020063771442859622 0.0017582124888128874 0.00075339917035807083 0.0024492613459864568 0.0018653096228183254 0.00072951548562590984 0.0014362202733817463 0.0002125202576360847 0.0004848940067278979 0.00064607480265076579 0.0015893449278328641 0.0022079201819436615 0.0018484501194673067 0.0010357471291289745 0.0013264551701145204 0.001873867844016741 0.0017039688571727528 0.0016433044822444561 0.0011809997205680385 0.0023063735574296658 0.0018991778144928273 0.0017350313549313969 0.0019182001600918438 0.0020719572525923608 0.0012226439916121564
leaf_weight=76 53 59 54 95 63 65 76 87 85 68 58 71 52 66 57 63 78 60 63 230 121 469 163 52
leaf_count=76 53 59 54 95 63 65 76 87 85 68 58 71 52 66 57 63 78 60 63 230 121 469 163 52
internal_value=0 0.000839115 0.00179386 0.00148388 0.00134393 0.00186376 0.000709122 0.00083523 0.000978834 0.00120127 0.00190627 0.00182696 0.00150515 0.00164463 0.00151617 0.00202372 0.00188143 0.000950038 0.00197938 0.00201735 0.00185303 0.00188069 0.00197093 0.0013416
internal_weight=0 428 1956 360 284 1596 375 299 212 127 1422 849 123 161 174 573 726 123 519 456 668 590 393 117
internal_count=2384 428 1956 360 284 1596 375 299 212 127 1422 849 123 161 174 573 726 123 519 456 668 590 393 117
is_linear=0
shrinkage=0.0032998


Tree=3227
num_leaves=20
num_cat=0
split_feature=15 123 13 16 15 13 16 15 15 16 15 13 474 16 48 124 13 1212 474
split_gain=86.1009 42.9911 31.4881 12.5574 6.49505 5.40985 3.54377 3.24919 2.89471 2.44162 1.88356 1.37637 0.944613 0.819879 0.793007 0.645569 0.589372 0.467628 0.31353
threshold=-0.25061999999999995 1.0000000180025095e-35 -0.16392499999999996 -0.5103049999999999 0.016500000000000004 -0.05176999999999999 0.52822500000000006 0.08765000000000002 -0.13800499999999996 -0.077074999999999991 0.13393000000000002 -1.0000000180025095e-35 0.081755000000000008 -0.090789999999999996 0.087470000000000006 -1.0000000180025095e-35 -0.091984999999999983 0.085870000000000016 0.090215000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -4 5 12 8 9 -7 17 13 15 16 -9 -3 -1 -5 -6 -14
right_child=1 14 3 4 7 6 -8 10 -10 -11 -12 -13 18 -15 -16 -17 -18 -19 -20
leaf_value=0.00011746711898047543 0.00051707622285293629 0.00089426307418478772 0.0012352401468382196 0.0022837429648312163 0.0028805382693429106 0.0027397835952195481 0.0029329014534800364 0.0031285335508896557 0.0019657048688027077 0.0037609846663881259 0.0020816677227418531 0.00043598091161057054 0.0030189292883883636 0.0026973982312703967 0.00041793021325475284 -0.00036073313364928697 0.0026413300958303509 0.0032016007958136829 0.0027100446014937771
leaf_weight=59 85 83 74 62 180 62 61 55 358 52 52 75 91 455 71 64 308 72 65
leaf_count=59 85 83 74 62 180 62 61 55 358 52 52 75 91 455 71 64 308 72 65
internal_value=0 0.00235614 0.00248354 0.00256938 0.00262207 0.00244161 0.00218829 0.00283186 0.00208006 0.00310741 0.00268275 8.35465e-05 0.0026732 0.00274396 0.000674884 -0.000131066 0.00258151 0.00297241 0.00289045
internal_weight=0 2186 2032 1947 1873 1007 481 866 420 304 562 198 526 510 154 123 370 252 156
internal_count=2384 2186 2032 1947 1873 1007 481 866 420 304 562 198 526 510 154 123 370 252 156
is_linear=0
shrinkage=0.0032998


Tree=3228
num_leaves=22
num_cat=0
split_feature=4 13 12 1 2 2 12 51 13 3 483 13 13 3 49 12 49 43 13 1 1
split_gain=1.1347 1.0825 0.792843 1.57054 0.708852 0.699737 1.02808 0.626363 0.949409 0.561002 0.513395 0.487975 0.35266 0.439483 0.619197 0.474462 0.34491 0.248009 0.35772 0.162354 0.0915801
threshold=0.024315000000000003 -0.16392499999999996 -0.088684999999999986 0.099515000000000006 0.11342000000000001 0.093595000000000025 0.087285000000000015 0.088440000000000005 -0.0013449999999999996 -0.15078499999999997 -0.094369999999999996 -0.095574999999999979 -0.099039999999999975 0.011825000000000002 0.091325000000000003 0.094085000000000016 0.0016050000000000003 -0.049364999999999992 -0.014449999999999999 0.11588000000000001 0.12796000000000002
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 -1 -3 4 5 10 -7 8 -5 -2 -4 -12 20 14 17 -16 -8 18 19 -14 -11
right_child=9 2 3 7 -6 6 16 -9 -10 12 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.0082969394672085545 -0.011075130886022768 -0.0049416469324631363 0.018795795762238745 0.0015567471820386986 -0.005828266600182215 0.030188010747387087 0.0066971329852591509 0.03022372817706066 0.024479830342347336 0.013017803894897257 0.018101115282624605 0.0055411705781002784 0.012730421408292924 -0.0065162808518356135 -0.012129059086689814 0.0043775784606311877 0.018610765234720886 0.013367161209070803 -0.0044275691541211457 0.002989502723845041 0.005421045313598211
leaf_weight=66 54 70 55 52 62 52 143 64 68 52 53 1038 61 99 62 52 55 68 53 52 53
leaf_count=66 54 70 55 52 62 52 143 64 68 52 53 1038 61 99 62 52 55 68 53 52 53
internal_value=0 0.0077209 0.00833921 0.00890621 0.00750344 0.00809651 0.0142151 0.0200142 0.0145578 0.00132736 0.00676055 0.00615257 0.00254312 0.000977262 0.00311296 -0.00458777 0.0100134 0.00687042 0.0042009 0.00825992 0.00919622
internal_weight=0 1778 1712 1642 1458 1396 250 184 120 606 1146 1091 552 447 348 114 198 234 166 113 105
internal_count=2384 1778 1712 1642 1458 1396 250 184 120 606 1146 1091 552 447 348 114 198 234 166 113 105
is_linear=0
shrinkage=0.127543


Tree=3229
num_leaves=19
num_cat=0
split_feature=4 12 376 15 15 12 49 0 4 16 4 0 0 52 150 15 4 4
split_gain=30.4346 12.8647 3.69318 2.95632 2.13222 1.80682 1.74866 1.44664 1.42672 1.05615 0.991399 0.964802 0.832442 0.786448 0.648169 0.573983 0.440109 0.0517339
threshold=0.27161500000000005 0.054520000000000006 0.080200000000000007 0.016500000000000004 -0.020429999999999997 0.11769500000000001 1.0000000180025095e-35 -0.07409499999999998 0.053255000000000004 -0.49181999999999998 -0.41016499999999995 -0.13740499999999997 -0.064804999999999988 0.0029250000000000005 0.083205000000000015 -0.45015499999999992 -0.08916499999999998 0.070595000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 8 9 11 10 -2 -3 -1 14 17 16 -11 -12 -10
right_child=6 5 -4 -5 -6 -7 -8 -9 13 15 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0019446616886769662 0.0012445026349002402 0.0027802775275938833 0.0012106712816659889 0.0025905680368849501 0.0013925509737847421 0.0019206150838415091 0.001643076432237557 0.0015340700846962643 0.0018756342008946865 0.00061954168260158879 0.0026783461838554195 0.0024891808834922725 0.0021214076451014992 0.0024221043765335144 0.0021715589029910267 0.001057630004987148 0.0024327372609686372 0.0020304759728837366
leaf_weight=92 97 77 96 55 94 86 52 55 53 73 82 52 97 56 93 52 1066 56
leaf_count=92 97 77 96 55 94 86 52 55 53 73 82 52 97 56 93 52 1066 56
internal_value=0 0.0022424 0.00176238 0.00191447 0.00178745 0.00237031 0.00111855 0.00197381 0.00239476 0.000995531 0.00242747 0.00214153 0.00240714 0.00211407 0.00242945 0.000802057 0.00245031 0.0019555
internal_weight=0 2110 444 348 293 1666 274 199 1580 222 1415 144 1338 165 1241 125 1148 109
internal_count=2384 2110 444 348 293 1666 274 199 1580 222 1415 144 1338 165 1241 125 1148 109
is_linear=0
shrinkage=0.00317166


Tree=3230
num_leaves=23
num_cat=0
split_feature=1 3 40 2 2 52 43 1 150 1 0 0 50 3 0 13 3 3 50 484 3 13
split_gain=82.8599 16.2376 9.02627 5.14288 4.41785 4.36952 3.52636 3.12457 2.91667 2.64396 2.56 1.32908 1.69169 2.20792 1.17688 1.06506 2.13847 0.762107 0.3809 0.486717 0.347635 0.281296
threshold=0.10574000000000001 -0.06340999999999998 -0.026419999999999996 0.14721500000000001 0.090225000000000014 -0.070104999999999987 -0.081204999999999986 0.090785000000000018 1.0000000180025095e-35 0.097555000000000017 -0.065064999999999998 -0.15061499999999997 0.10861000000000003 -0.11327499999999999 -0.030209999999999997 -0.40078499999999995 0.077930000000000013 -0.08095999999999999 1.0000000180025095e-35 -0.059599999999999993 -0.078484999999999985 -0.070834999999999995
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 -1 6 7 -2 -3 11 9 14 -7 -4 13 -13 18 -8 -17 -9 19 -6 -15 -19
right_child=1 3 4 -5 8 10 15 17 -10 -11 -12 12 -14 20 -16 16 -18 21 -20 -21 -22 -23
leaf_value=0.0017452391390565534 0.0027912666697129176 0.0002505091763832356 0.0034655599557193426 3.5395425364921457e-05 0.0023269420221732539 0.0021820048475488939 0.00081502755117065292 0.0021930011160048745 0.0018542864260851285 0.0033354165180027812 0.0011493090854077664 0.0023487581670572433 0.0024166533135904157 0.0030330057139150543 0.0021934631333009229 0.00098605952649470923 0.001790729379965623 0.0025077992074077834 0.0028488522294205015 0.002648721363126702 0.0032985019138396998 0.0028521487050303333
leaf_weight=94 58 52 64 76 63 52 53 56 55 56 53 52 57 671 75 77 68 58 83 332 62 52
leaf_count=94 58 52 64 76 63 52 53 56 55 56 53 52 57 671 75 77 68 58 83 332 62 52
internal_value=0 0.00121294 0.00274216 0.000787577 0.00279612 0.00206345 0.0010161 0.00292738 0.00258416 0.00265002 0.00166107 0.00300384 0.0029687 0.00300874 0.00258055 0.00121699 0.00136366 0.0025099 0.00264121 0.00259749 0.00305551 0.0026709
internal_weight=0 489 1830 326 1736 163 250 1072 664 609 105 906 842 785 553 198 145 166 478 395 733 110
internal_count=2319 489 1830 326 1736 163 250 1072 664 609 105 906 842 785 553 198 145 166 478 395 733 110
is_linear=0
shrinkage=0.0032998


Tree=3231
num_leaves=24
num_cat=0
split_feature=1 2 1 12 15 0 16 16 394 15 0 1 0 16 16 0 16 2 15 0 15 394 12
split_gain=30.5787 8.17568 4.35078 5.61039 3.43913 2.99421 1.82216 1.19384 1.10781 1.26767 1.56838 1.2365 1.95144 1.2789 1.05006 1.0323 0.817478 0.745799 1.01001 0.640696 0.956992 0.595214 0.0633007
threshold=0.10776500000000001 0.14721500000000001 0.08956500000000002 -0.007389999999999999 -0.087404999999999983 -0.14076499999999997 0.25155500000000003 -0.065564999999999984 -0.0088999999999999982 -0.10753999999999998 -0.10324499999999999 0.081755000000000008 0.040035000000000008 -0.013529999999999999 -0.0054549999999999989 -0.10075499999999998 -0.082354999999999984 1.0000000180025095e-35 -0.42075999999999997 -0.071519999999999986 -0.006494999999999999 -0.085984999999999992 0.081095000000000014
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 4 8 -4 17 -5 7 -6 21 15 22 12 14 -13 -12 -10 -7 -2 -19 20 -18 -1 -11
right_child=1 -3 3 5 6 16 -8 -9 9 10 11 13 -14 -15 -16 -17 19 18 -20 -21 -22 -23 -24
leaf_value=0.0023605384674065979 0.0013833416538663438 0.00027562584162072623 0.0010043321230798425 0.0013420542054673886 0.0018901943221093002 0.0018119593244288893 0.0022808009060094588 0.0012110892269974177 0.0028636710063366993 0.0017152459316449212 0.0023020601710884983 0.0022523187522860404 0.001606355394236752 0.002932039511573318 0.0020583654663280126 0.0022603516895719892 0.0024675393286064532 0.0012532268593621412 0.00063544678667501236 0.0024759618892057082 0.0019043090152863519 0.0028139286205409904 0.0018924443181807373
leaf_weight=81 70 84 68 56 54 55 52 60 59 52 639 72 59 53 281 67 54 59 57 94 87 54 52
leaf_count=81 70 84 68 56 54 55 52 60 59 52 639 72 59 53 281 67 54 59 57 94 87 54 52
internal_value=0 0.00120114 0.00217113 0.00187185 0.0014219 0.00204224 0.00176752 0.00153308 0.00225546 0.00222642 0.00219335 0.00222998 0.00219026 0.0025408 0.00222767 0.00254314 0.00217733 0.00111325 0.000949966 0.00226269 0.00212026 0.00254216 0.00180418
internal_weight=0 436 1883 414 352 346 166 114 1469 1334 1208 1104 979 125 920 126 290 186 116 235 141 135 104
internal_count=2319 436 1883 414 352 346 166 114 1469 1334 1208 1104 979 125 920 126 290 186 116 235 141 135 104
is_linear=0
shrinkage=0.0032998


Tree=3232
num_leaves=26
num_cat=0
split_feature=1 12 123 1 4 4 10 13 4 42 1 12 12 15 12 4 16 1 16 16 49 1455 42 4 15
split_gain=57.195 10.648 7.28065 6.66814 3.94641 2.97464 2.74706 1.89724 2.64796 2.96565 1.51301 1.34605 1.07759 0.823356 0.821235 0.798211 0.767481 0.941158 0.74594 0.589933 0.527629 0.469286 0.347006 0.328132 0.205242
threshold=0.10574000000000001 0.085090000000000013 0.081180000000000016 0.12205500000000001 0.046720000000000005 0.022635000000000006 -0.0010949999999999998 -0.0021749999999999994 -0.068484999999999976 -0.063329999999999984 0.091275000000000009 0.090255000000000016 0.096150000000000013 -0.092729999999999993 0.082295000000000021 0.024315000000000003 0.25032500000000008 0.081540000000000015 -0.050529999999999999 -0.14169499999999999 0.097360000000000016 -0.041319999999999989 -0.034284999999999989 0.50373500000000015 0.095545000000000005
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=2 6 4 5 7 -3 -2 10 16 -10 12 13 14 -6 -1 -8 17 22 -14 23 -13 -16 -9 -17 -12
right_child=1 3 -4 -5 11 -7 15 8 9 -11 24 20 18 -15 21 19 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0027289066038505734 -0.00014307934161474401 0.0025399443795360056 0.0010389587580517474 0.00058305869697200877 0.0022055979403260736 0.0014318143204377863 0.00089371258913973066 0.0023017395110485565 0.0021119564266265348 0.0012747236560044235 0.001722919531592887 0.0012090543093297484 0.0022528727852139641 0.0016610804612386544 0.0026089740582660279 0.00078210307837530335 0.0019068631854420074 0.0026720573648331926 0.0017191073708766155 0.00022265658000816558 0.00167446882944203 0.0022797944136547254 0.0019497177840850199 0.00043700616357721377 0.0020218108091078395
leaf_weight=53 67 52 72 58 64 54 75 79 91 94 54 55 58 59 52 65 70 57 58 61 53 756 53 57 52
leaf_count=53 67 52 72 58 64 54 75 79 91 94 54 55 58 59 52 65 70 57 58 61 53 756 53 57 52
internal_value=0 0.000797871 0.00206839 0.00148343 0.00211053 0.00197576 0.000451818 0.00217142 0.00198907 0.00168674 0.00224615 0.00170785 0.00228694 0.00194469 0.0023274 0.000606443 0.00220489 0.00231508 0.00198629 0.000488517 0.00143778 0.00230102 0.00216066 0.000621158 0.00186988
internal_weight=0 489 1830 164 1758 106 325 1527 444 185 1083 231 977 123 861 258 259 189 116 183 108 808 132 122 106
internal_count=2319 489 1830 164 1758 106 325 1527 444 185 1083 231 977 123 861 258 259 189 116 183 108 808 132 122 106
is_linear=0
shrinkage=0.0032998


Tree=3233
num_leaves=19
num_cat=0
split_feature=1 13 16 16 159 52 1186 52 133 16 16 157 481 157 51 0 4 133
split_gain=1.47224 1.69964 1.11036 0.883586 1.04959 0.732064 0.6698 0.607478 0.513773 0.676254 0.787413 0.449002 0.577432 0.431631 0.505988 0.833468 1.02187 0.402164
threshold=0.08956500000000002 0.11251500000000002 0.12292000000000002 -0.0094449999999999968 0.094830000000000012 0.220975 0.068350000000000008 -0.54159499999999994 -0.069129999999999983 -0.072054999999999994 -0.39442499999999997 -0.089089999999999989 -0.087424999999999989 -0.081364999999999979 0.08406000000000001 -0.11327499999999999 0.049545000000000006 0.024130000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 8 11 -4 -2 10 -10 -1 -13 -14 15 -15 -17 -16
right_child=1 -3 7 4 -6 -7 -8 -9 9 -11 -12 12 13 14 17 16 -18 -19
leaf_value=0.021261743212239181 0.016569387876994184 -0.01460565528684557 0.0087918614360785741 -0.011676464484383134 0.010708970883899492 0.020468788866173301 0.02616134820823976 0.025731930439023644 0.0069886988240819457 0.01344970423739641 -0.0069957701627979142 -0.0016226378479591876 0.0022025649774611621 0.02666928522297583 -0.00015529891927562256 0.013682123902449371 0.0012036700716078852 0.013890751216517094
leaf_weight=74 59 68 73 103 54 62 54 71 142 87 131 60 81 71 95 852 128 54
leaf_count=74 59 68 73 103 54 62 54 71 142 87 131 60 81 71 95 852 128 54
internal_value=0 0.00511541 0.00683206 0.00450019 -0.00396817 0.00726717 0.0119216 0.0171539 0.0053104 0.00346132 0.000273115 0.0113772 0.0108307 0.0114151 0.0120357 0.0130424 0.0120537 0.0049259
internal_weight=0 850 782 638 157 481 1469 144 419 360 273 1415 1341 1281 1200 1051 980 149
internal_count=2319 850 782 638 157 481 1469 144 419 360 273 1415 1341 1281 1200 1051 980 149
is_linear=0
shrinkage=0.130093


Tree=3234
num_leaves=17
num_cat=0
split_feature=2 123 13 14 3 15 158 0 15 3 42 133 1212 0 2 16
split_gain=1.2355 0.807948 1.15988 0.643717 0.45756 1.24484 0.402062 0.589887 0.943561 0.609433 0.448396 0.402068 0.629451 0.543978 0.379461 0.170553
threshold=0.14823500000000003 0.081180000000000016 -0.0094049999999999984 -0.24175999999999997 -0.15078499999999997 -0.0015749999999999998 0.086290000000000019 -0.10220499999999998 -0.016434999999999995 0.097710000000000005 0.087755000000000014 0.059605000000000012 0.041590000000000009 -0.030209999999999997 0.11005500000000001 0.16984500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 -1 5 -5 7 8 9 -6 -8 13 -13 -9 -3 -7
right_child=-2 2 -4 4 6 15 10 11 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.021328630289063413 -0.0061703817040215702 0.012984265056272681 -0.014283671162648831 -0.013109034212062198 0.00088355621787053321 0.0043658516433166981 0.019246158776438507 0.01169854993533222 -0.011089984110325189 0.015223798175024509 0.006579049795738463 0.0078660721445885703 -0.0057397956607462049 0.0010787770811743341 -0.0006069652689568248 0.013669910697193003
leaf_weight=55 95 64 56 53 104 56 103 760 56 73 67 532 54 77 55 59
leaf_count=55 95 64 56 53 104 56 103 760 56 73 67 532 54 77 55 59
internal_value=0 0.00781814 -1.30041e-05 0.00848761 0.00813277 0.00212044 0.00868523 0.00811203 0.00249866 0.00680514 0.0142614 0.00903025 0.0066101 0.0107231 0.00669182 0.0091504
internal_weight=0 2224 175 2049 1994 168 1826 1656 233 177 170 1423 586 837 119 115
internal_count=2319 2224 175 2049 1994 168 1826 1656 233 177 170 1423 586 837 119 115
is_linear=0
shrinkage=0.120186


Tree=3235
num_leaves=20
num_cat=0
split_feature=3 39 16 0 3 0 52 50 0 52 16 0 52 40 0 52 484 16 133
split_gain=32.6151 24.5172 4.1534 2.86811 2.8055 2.76098 2.48286 2.14174 1.88465 1.4588 2.37881 1.35074 1.27393 0.973845 0.94592 1.45174 0.59044 0.546226 0.354302
threshold=0.30112000000000005 0.081875000000000017 -0.18776499999999999 -0.11073999999999999 -0.10175499999999998 -0.15653499999999998 -0.08130999999999998 0.10883000000000001 -0.10120999999999998 -0.43387499999999996 0.024125000000000004 -0.099059999999999995 0.0085900000000000021 -0.077474999999999988 -0.079249999999999987 -0.53454499999999994 -1.0000000180025095e-35 0.0086100000000000013 0.059605000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 9 -4 -3 14 12 -5 -11 -8 -1 -13 17 -16 -9 -6 -18
right_child=-2 6 3 4 7 -7 11 16 -10 10 -12 13 -14 -15 15 -17 18 -19 -20
leaf_value=0.0015323986063406564 -3.4332022670503891e-05 0.0013714023316136643 0.0020053998495207634 0.0021702785966915277 0.0022818769125459624 0.0011069546555511813 0.0010745379352921551 0.0020533074270635467 0.0011208922614258307 0.0019114226499055442 0.0010081336807892501 0.00077290976428182447 0.0021604984939321355 0.0001423231783336611 0.0025860433410512264 0.0019958438008788461 0.001442434707532368 0.0019672431147128217 0.0018333562004880734
leaf_weight=89 101 85 88 54 778 65 60 60 69 74 56 53 59 54 52 384 52 67 52
leaf_count=89 101 85 88 54 778 65 60 60 69 74 56 53 59 54 52 384 52 67 52
internal_value=0 0.00188208 0.00200437 0.00205692 0.00209757 0.00162394 0.000911892 0.00214653 0.00157265 0.00171286 0.00152258 0.000677799 0.00178303 0.000454999 0.00219211 0.00206632 0.00179031 0.00225697 0.00163823
internal_weight=0 2251 1999 1782 1629 153 252 1445 217 184 130 167 148 107 1281 436 164 845 104
internal_count=2352 2251 1999 1782 1629 153 252 1445 217 184 130 167 148 107 1281 436 164 845 104
is_linear=0
shrinkage=0.0032998


Tree=3236
num_leaves=14
num_cat=0
split_feature=1 16 132 12 12 13 483 51 13 151 41 12 12
split_gain=2.49407 1.25542 0.828931 1.28613 0.8161 0.875544 0.578771 0.59744 1.01993 0.734502 0.671593 0.588884 0.394587
threshold=0.13712000000000005 -0.15796999999999997 0.082230000000000011 0.085495000000000015 0.11486500000000001 -0.16392499999999996 -0.070084999999999981 0.11178000000000002 -0.0030199999999999997 0.085465000000000013 0.077300000000000021 0.087045000000000025 0.095490000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 11 9 -9 10 -8 -7 -5
right_child=1 -3 3 12 -6 6 7 8 -10 -11 -12 -13 -14
leaf_value=-0.0057229062019262446 0.002121997741848407 -0.025530160649890974 -0.017084371783145282 0.012925939785774918 0.021678996061847054 0.027486295211025486 0.0092933946023294363 0.011483083053661776 -0.015251527349512125 -0.0051842635092234036 0.023755057026869808 0.0087109831724518395 -0.0013666618205937576
leaf_weight=77 63 62 59 88 97 65 1478 57 52 64 64 63 63
leaf_count=77 63 62 59 88 97 65 1478 57 52 64 64 63 63
internal_value=0 -0.0115817 0.00845447 0.000192654 0.00931392 0.00868846 0.00929136 0.00862136 -0.00125752 0.00929276 0.00989458 0.0182568 0.00695304
internal_weight=0 125 2227 210 2017 1920 1843 1715 109 1606 1542 128 151
internal_count=2352 125 2227 210 2017 1920 1843 1715 109 1606 1542 128 151
is_linear=0
shrinkage=0.138056


Tree=3237
num_leaves=16
num_cat=0
split_feature=1 10 1446 4 0 1 4 4 150 0 0 51 1 1 481
split_gain=1.8345 0.860587 0.827672 1.49637 0.779298 0.853327 0.848104 0.754361 0.648379 1.20482 0.855623 0.510954 0.413272 0.589334 0.289094
threshold=0.11846000000000002 -0.011239999999999998 0.08376500000000002 -0.082024999999999987 0.056265000000000009 0.10098000000000001 -0.16772499999999999 -0.11205499999999999 0.08926000000000002 -0.085604999999999987 -0.22384499999999996 -0.22710999999999995 0.12864500000000004 0.13869000000000004 -0.077229999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 -1 -8 10 -10 -9 -12 -3 -14 -5
right_child=1 12 3 14 5 -7 7 8 9 -11 11 -13 13 -15 -16
leaf_value=0.028003555665695803 -0.020779240404008525 -0.0099934536846053874 -0.022387012281132494 0.011991689519415542 -0.013516680741063693 0.010429661841193564 -0.0075376512956689661 0.028826606482607795 -0.0089599846597044706 0.016609823694091405 0.021647447664758627 0.0093608316355771586 0.012807976434416583 -0.0056800511670969198 -0.0017410200062813455
leaf_weight=53 57 68 52 86 67 61 56 54 101 65 77 1354 76 72 53
leaf_count=53 57 68 52 86 67 61 56 54 101 65 77 1354 76 72 53
internal_value=0 -0.00476591 0.00800474 -0.0011786 0.00893461 -0.00209253 0.00973747 0.00916942 0.00973705 0.00104287 0.0107079 0.010023 -0.000532927 0.00380323 0.00674422
internal_weight=0 273 2079 191 1888 128 1760 1707 1651 166 1485 1431 216 148 139
internal_count=2352 273 2079 191 1888 128 1760 1707 1651 166 1485 1431 216 148 139
is_linear=0
shrinkage=0.146506


Tree=3238
num_leaves=17
num_cat=0
split_feature=4 150 43 13 13 150 12 13 1446 4 51 51 1456 4 1456 42
split_gain=1.16734 0.629129 0.831818 0.589335 0.776652 0.554039 0.527362 0.853766 0.534783 1.0812 0.499091 0.429507 0.445138 0.404038 0.365751 0.264959
threshold=0.30163500000000004 0.08926000000000002 -0.051239999999999987 -0.07236999999999999 -0.15714499999999998 0.083895000000000011 -0.010219999999999998 -0.0094049999999999984 0.08376500000000002 -0.082024999999999987 -0.22710999999999995 -0.095144999999999993 -0.092389999999999986 0.50609000000000004 0.04871000000000001 0.086700000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 15 4 -2 6 7 -1 10 -10 -8 -12 -13 -5 -11 -3
right_child=3 2 -4 13 -6 -7 8 -9 9 14 11 12 -14 -15 -16 -17
leaf_value=0.0067553111388176483 0.00049654707846246771 -0.0010795675771686449 -0.013055101947511472 -0.0043320001336905741 -0.019276499044931641 0.017287935952829878 0.016057472959665125 -0.013774417965354595 -0.015110656273286685 0.00036296102516958373 -0.001456544119779448 0.018790974258707505 0.0068463629864470464 0.009826955630848306 0.01401670243258765 0.011774019290565138
leaf_weight=80 64 52 65 66 65 73 100 56 54 73 97 53 1280 65 57 52
leaf_count=80 64 52 65 66 65 73 100 56 54 73 97 53 1280 65 57 52
internal_value=0 0.00572396 -0.00173059 -0.00333458 -0.00945606 0.0063798 0.00594864 -0.0016881 0.00655538 5.14823e-05 0.00733666 0.00672586 0.0073223 0.00268304 0.00636008 0.00533413
internal_weight=0 2092 169 260 129 1923 1850 136 1714 184 1530 1430 1333 131 130 104
internal_count=2352 2092 169 260 129 1923 1850 136 1714 184 1530 1430 1333 131 130 104
is_linear=0
shrinkage=0.127543


Tree=3239
num_leaves=22
num_cat=0
split_feature=4 12 150 0 12 12 48 48 159 0 0 4 1427 151 43 0 4 42 12 43 0
split_gain=32.5788 11.9725 6.60553 4.03551 3.35362 3.17306 3.08962 2.00163 1.78124 1.41068 0.896515 1.34756 1.19363 0.85018 0.801864 1.42964 0.735809 0.396883 0.387844 0.301483 0.172087
threshold=0.30163500000000004 0.054520000000000006 0.091355000000000006 -0.22384499999999996 -0.096234999999999987 0.13032500000000005 0.092265000000000014 0.083180000000000018 0.077610000000000012 -0.034179999999999995 -0.14216999999999999 0.005935000000000001 1.0000000180025095e-35 -0.00099499999999999979 -0.0019149999999999998 -0.065249999999999989 0.16421000000000002 0.086700000000000013 0.097755000000000022 -0.064074999999999979 -0.071339999999999987
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 2 3 -1 -2 10 7 8 9 -5 -3 12 14 -6 15 -12 19 -15 -16 20 -13
right_child=4 5 -4 6 13 -7 -8 -9 -10 -11 11 16 -14 17 18 -17 -18 -19 -20 -21 -22
leaf_value=0.0026260238466221885 0.00012614561208200911 0.0026793255177020472 0.00061840906905661795 0.0021920724960606945 0.0014259130050248206 0.0014687200450037891 0.0010299580588768078 0.0023247530362542693 0.0011769434549895664 0.0014818062518597596 0.0023628393754596146 0.0019002747291266265 0.0027756132093029878 0.0010825745645289524 0.0022002876075230392 0.0018199889147481987 0.0023677019333663133 0.00074161068959395396 0.0019315572539707108 0.0017695222834349237 0.0021691020883463905
leaf_weight=54 52 57 61 68 53 56 69 64 60 56 841 53 55 90 271 57 55 65 78 78 59
leaf_count=54 52 57 61 68 53 56 69 64 60 56 841 53 55 90 271 57 55 65 78 78 59
internal_value=0 0.00211522 0.00162558 0.00179108 0.000876443 0.00224262 0.00164874 0.00182076 0.00164527 0.00187159 0.00226961 0.0022545 0.00229695 0.00106385 0.00227581 0.00232842 0.00202875 0.000939817 0.00214033 0.00193045 0.0020422
internal_weight=0 2092 432 371 260 1660 317 248 184 124 1604 1547 1302 208 1247 898 245 155 349 190 112
internal_count=2352 2092 432 371 260 1660 317 248 184 124 1604 1547 1302 208 1247 898 245 155 349 190 112
is_linear=0
shrinkage=0.0032998


Tree=3240
num_leaves=22
num_cat=0
split_feature=4 12 2 4 133 1 4 15 1 2 4 15 403 12 2 47 151 15 1 12 4
split_gain=24.9688 10.9816 6.15688 3.05701 3.45555 2.24476 1.88744 1.29497 1.05725 1.66694 0.930447 0.837096 0.662584 0.637009 0.666797 0.518292 0.463251 0.851647 0.279452 0.199215 0.348006
threshold=0.30163500000000004 -1.0000000180025095e-35 0.13733000000000004 -0.019794999999999997 0.048695000000000009 0.13630500000000004 -0.020389999999999995 -0.46319999999999995 0.088860000000000008 0.088135000000000005 -0.51003499999999991 -0.086599999999999996 -0.54045999999999983 0.090255000000000016 0.090790000000000023 0.09550500000000002 -0.033849999999999991 0.079575000000000021 0.11414000000000001 0.092255000000000018 -0.00076499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 -5 7 10 -2 11 15 -3 19 -12 14 -13 -10 -14 -18 -9 20 -8
right_child=5 2 -4 4 -6 -7 8 18 9 -11 12 13 16 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.00085852759661323255 0.0017909543015787418 0.0029100660869391601 0.0013334111394707616 0.0021774844097841133 0.0011158024490937669 0.00076173891297465191 0.0023966197950028049 0.0013579944564694824 0.0024782823452065292 0.0016174992740284261 0.0028250668240230566 0.0022094443614698814 0.0027188391891776265 0.0020066196552104773 0.0026422059905447039 0.0020411217239503371 0.0022318427441987291 0.0024743653791825457 0.001012862177646776 0.0023168808240705704 0.0026979226926876938
leaf_weight=53 62 53 62 91 53 89 90 53 65 65 52 142 62 103 55 57 208 704 52 62 85
leaf_count=53 62 53 62 91 53 89 90 53 65 65 52 142 62 103 55 57 208 704 52 62 85
internal_value=0 0.00227882 0.00235712 0.00153737 0.00178697 0.00118587 0.0023923 0.00141169 0.00226141 0.0020462 0.00248009 0.00233629 0.00245785 0.00221938 0.00233045 0.00227432 0.00243821 0.00241909 0.00118741 0.00248412 0.00254317
internal_weight=0 2062 1865 197 144 256 1803 167 724 187 1079 537 1026 300 197 122 974 912 105 237 175
internal_count=2318 2062 1865 197 144 256 1803 167 724 187 1079 537 1026 300 197 122 974 912 105 237 175
is_linear=0
shrinkage=0.0032998


Tree=3241
num_leaves=19
num_cat=0
split_feature=2 12 42 2 150 484 0 42 1447 0 160 2 12 0 133 51 51 2
split_gain=18.0343 9.31912 2.23218 2.08577 1.84418 1.76417 1.55563 1.31767 1.21365 1.26857 1.13247 0.836247 2.45757 0.795718 0.793872 0.57711 0.591423 0.544471
threshold=0.13631000000000001 -0.010219999999999998 -0.0043149999999999994 0.097145000000000023 1.0000000180025095e-35 0.085515000000000022 -0.076639999999999986 0.077855000000000021 -0.083899999999999988 -0.029554999999999994 1.0000000180025095e-35 0.11626500000000002 0.090345000000000023 -0.07081999999999998 0.085720000000000018 -0.095799999999999982 0.084400000000000017 0.15398500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 10 8 -2 -4 -3 15 11 12 -5 -14 -7 -10 -17 -8
right_child=6 3 7 4 -6 14 17 -9 9 -11 -12 -13 13 -15 -16 16 -18 -19
leaf_value=0.0019390378727945068 0.00041459855979636488 0.0024846173680319198 0.00092732074855345124 0.0024037480721417447 0.0013720308718982337 0.0015407017161873722 0.0012670516587400694 0.0014821965537088165 0.0018477499929660491 0.0016123426645850971 0.002293229833513424 0.001582198241696881 0.0014651988878167622 0.0019218462678592925 0.0020221572270649494 0.002178596525021666 0.0019572356618823938 0.00082956839946045173
leaf_weight=52 53 96 100 83 73 81 70 82 74 53 75 90 73 91 66 902 151 53
leaf_count=52 53 96 100 83 73 81 70 82 74 53 75 90 73 91 66 902 151 53
internal_value=0 0.00195665 0.00134689 0.00203141 0.00184759 0.00209404 0.000878997 0.00117751 0.00213283 0.00210418 0.00193176 0.00185122 0.0019491 0.00171879 0.0017571 0.00212728 0.00214689 0.00107882
internal_weight=0 2142 234 1908 485 1423 176 182 1276 1180 412 337 247 164 147 1127 1053 123
internal_count=2318 2142 234 1908 485 1423 176 182 1276 1180 412 337 247 164 147 1127 1053 123
is_linear=0
shrinkage=0.0032351


Tree=3242
num_leaves=17
num_cat=0
split_feature=2 34 3 16 4 4 484 16 402 49 3 124 3 4 402 1455
split_gain=0.602026 1.56815 0.664711 1.15668 0.862858 1.14428 0.717832 0.789099 0.515072 0.658365 0.610486 0.537344 0.639986 0.548541 0.24249 0.120369
threshold=-0.007134999999999999 -1.0000000180025095e-35 0.0065900000000000012 -0.4957399999999999 0.020345000000000005 -0.071794999999999984 -0.084699999999999984 -0.0070899999999999991 0.088920000000000013 -0.096484999999999987 -0.086049999999999988 -0.085059999999999983 -0.026769999999999999 -0.1075 0.11191000000000001 0.079300000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 7 -2 9 -8 -10 -11 13 -13 -12 -9
right_child=2 -3 3 4 -6 -7 8 15 10 11 14 12 -14 -15 -16 -17
leaf_value=0.01212329925104602 0.025345566565656803 -0.015088061304108653 -0.0010988000068595754 0.022491545549123856 0.028129546391092625 0.0027320611888343969 -0.0052211788768084183 0.012946654241049913 0.02406369139044879 0.018856076431782963 0.0023192138633877164 -0.00053709922742676522 -0.0043705950433237618 0.0083317540396076872 0.013749646117754404 0.004386517968892543
leaf_weight=79 78 57 61 96 88 88 68 52 61 61 53 120 75 1164 65 52
leaf_count=79 78 57 61 96 88 88 68 52 61 61 53 120 75 1164 65 52
internal_value=0 0.000708722 0.00929418 0.0144424 0.0179326 0.0130486 0.00836628 0.0158294 0.00755067 0.00678658 0.013895 0.00736254 0.00684566 0.00750185 0.00862695 0.00867942
internal_weight=0 136 2182 333 272 184 1849 182 1667 1488 179 1420 1359 1284 118 104
internal_count=2318 136 2182 333 272 184 1849 182 1667 1488 179 1420 1359 1284 118 104
is_linear=0
shrinkage=0.125042


Tree=3243
num_leaves=17
num_cat=0
split_feature=11 3 3 42 402 11 3 151 1213 42 3 15 3 3 15 129
split_gain=1.71717 0.774018 0.401801 0.491849 0.727915 0.655138 0.629155 0.88233 0.607705 0.557775 0.482045 0.284926 0.347803 0.245677 0.2042 0.124468
threshold=0.095720000000000013 -0.22740999999999997 0.0065900000000000012 -0.093464999999999979 0.095250000000000015 0.076270000000000018 -0.049204999999999992 -0.080284999999999981 -0.0057349999999999996 0.090775000000000008 0.13772500000000001 -0.031659999999999994 0.097710000000000005 -0.088919999999999985 -0.080944999999999989 0.048480000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 6 8 -8 -5 -6 11 12 -4 15 -12 -3
right_child=-2 2 10 4 9 -7 7 -9 -10 -11 14 -13 -14 -15 -16 -17
leaf_value=0.022802090924515184 -0.016903977029818218 0.015960487305560898 0.004388884149430991 0.000967563623415726 0.009648862940316057 -0.0095740551416096144 0.013396625270355541 -0.0059112899530545434 0.0093241084835110413 0.028423735919011647 0.01119400590248344 0.02318369884000341 0.020369143798677429 0.023052991624140567 0.00019364989198344406 0.0067967133548289486
leaf_weight=81 54 61 56 219 86 54 69 167 1007 53 82 95 57 53 61 63
leaf_count=81 54 61 56 219 86 54 69 167 1007 53 82 95 57 53 61 63
internal_value=0 0.00900359 0.0084909 0.0076359 0.00686452 0.00595083 0.0065253 -0.000259682 0.00783263 0.0168187 0.0129491 0.017367 0.0124633 0.0148399 0.00651227 0.0113171
internal_weight=0 2264 2183 1832 1655 1516 1462 236 1226 139 351 208 113 177 143 124
internal_count=2318 2264 2183 1832 1655 1516 1462 236 1226 139 351 208 113 177 143 124
is_linear=0
shrinkage=0.143634


Tree=3244
num_leaves=12
num_cat=0
split_feature=11 4 376 0 4 483 42 1456 131 132 400
split_gain=1.18815 1.04392 0.541132 0.496832 0.7644 0.482721 0.883157 0.521883 0.596772 0.588659 0.377742
threshold=0.095720000000000013 -0.51003499999999991 0.086100000000000024 -0.15653499999999998 0.25472500000000003 0.092420000000000016 0.087130000000000027 0.085550000000000015 0.087705000000000019 0.090050000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 8 9 -5 -10
right_child=-2 2 -4 5 -6 6 -8 -9 10 -11 -12
leaf_value=0.024681331988178283 -0.013248307839379019 0.022698271037995044 -0.0057737175158897929 0.005870354043001515 0.0041407017765743709 -0.014301544307046825 0.0069656698480933697 0.017658758470996391 0.001701032949976462 -0.0087847324621908706 0.014367778811963459
leaf_weight=60 54 88 63 1401 76 57 96 80 53 52 238
leaf_count=60 54 88 63 1401 76 57 96 80 53 52 238
internal_value=0 0.00705765 0.00657722 0.00694133 0.0141072 0.00634616 -0.000947966 0.00695879 0.00646714 0.00534488 0.0120657
internal_weight=0 2264 2204 2141 164 1977 153 1824 1744 1453 291
internal_count=2318 2264 2204 2141 164 1977 153 1824 1744 1453 291
is_linear=0
shrinkage=0.135349


Tree=3245
num_leaves=32
num_cat=0
split_feature=1 1 12 1 12 2 1 2 12 43 2 12 1 2 15 1 1 15 2 15 43 52 43 52 2 47 12 402 403 12 52
split_gain=60.0938 7.98988 7.16503 6.79758 5.34518 3.13224 2.86282 2.14798 1.75731 1.60659 1.53769 1.40235 1.36369 1.17757 0.830133 0.782001 0.775018 0.656294 0.910092 0.485916 0.669904 0.671305 0.484452 0.608654 0.478862 0.440894 0.356887 0.281653 0.381292 0.413369 0.350734
threshold=0.10892500000000001 0.14846500000000004 0.077755000000000005 0.092655000000000015 0.085090000000000013 0.087675000000000017 0.118385 0.092155000000000015 0.085235000000000019 -0.079774999999999985 0.084045000000000022 0.11769500000000001 0.11654500000000001 0.10394500000000002 0.083185000000000023 0.081005000000000008 0.12986500000000004 -0.046449999999999998 0.11043500000000002 -0.075694999999999985 -0.00013499999999999997 -0.010739999999999998 -0.0074049999999999993 0.038145000000000005 0.089125000000000024 0.087885000000000019 0.083885000000000015 0.095950000000000021 -0.0059799999999999992 0.089765000000000025 0.085625000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 9 8 -6 -1 10 -2 -4 17 -11 -5 15 -10 -14 19 22 20 21 -7 24 -24 -19 -17 -12 28 30 -30 -16
right_child=1 -3 5 13 6 11 -8 -9 14 12 26 -13 16 -15 27 25 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 -32
leaf_value=0.0029685885401681965 0.00071685075500898404 8.0818922833550622e-05 0.0034777439529780053 0.0019638902794228371 0.0025301369234938761 0.0029510852422732505 0.0015167196544202078 0.002243187891085231 0.0022958608650039728 0.0017331682098604367 0.0026900426923992938 0.0020913672552659839 0.00085019274374417079 0.0013762486195534095 0.0028492535858319831 0.0029501963584402861 0.0013449311119453306 0.0025149282112559286 0.0031114674475955667 0.002274249033260455 0.0022675583646113036 0.0024902960739082844 0.0026992717741482165 0.0022925280372510068 0.0028430748511664035 0.0025488067991777772 0.003035877732463387 0.0030819508195535405 0.0031643311093850052 0.002788697630913526 0.0025591830332813881
leaf_weight=96 59 52 84 77 62 66 60 84 64 65 52 59 56 73 118 62 92 72 53 80 54 76 87 78 166 62 100 59 63 71 80
leaf_count=96 59 52 84 77 62 66 60 84 64 65 52 59 56 73 118 62 92 72 53 80 54 76 87 78 166 62 100 59 63 71 80
internal_value=0 0.00129727 0.00264099 0.00219759 0.00145772 0.00273207 0.00203202 0.00263026 0.00287602 0.0012 0.00311725 0.00258371 0.00133367 0.00167814 0.00277764 0.00259545 0.00115797 0.00262335 0.00270116 0.00249467 0.00258445 0.00270471 0.00264711 0.00250721 0.00274395 0.00274979 0.0029178 0.00286515 0.00282651 0.00296556 0.00273223
internal_weight=0 446 1936 330 394 1606 122 180 815 272 236 791 213 150 579 188 148 732 456 276 196 142 403 165 238 124 152 391 332 134 198
internal_count=2382 446 1936 330 394 1606 122 180 815 272 236 791 213 150 579 188 148 732 456 276 196 142 403 165 238 124 152 391 332 134 198
is_linear=0
shrinkage=0.0032998


Tree=3246
num_leaves=16
num_cat=0
split_feature=3 42 16 14 43 13 49 481 34 148 12 3 0 16 4
split_gain=2.27208 0.821986 0.699174 0.991141 0.78875 1.45464 0.897996 0.624207 0.579447 0.640829 0.499641 0.425582 0.321919 0.202347 0.195036
threshold=0.32329500000000005 0.14533000000000004 0.041625000000000002 0.019675000000000002 -0.08423499999999999 -0.017484999999999997 0.095135000000000011 -0.082304999999999989 -0.021334999999999996 -0.078369999999999981 0.093670000000000017 0.12031000000000001 -0.067329999999999987 0.27552000000000004 -0.066894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -4 10 -1 -9 -10 12 -11 -6 -14 -12
right_child=-2 -3 4 -5 6 -7 -8 8 9 11 14 -13 13 -15 -16
leaf_value=0.017937485346268302 -0.016685728616882115 -0.009046899045473027 0.0096207456270299262 0.022522745837701183 0.0060601928569608363 -0.018741732929508585 -0.0057917134562820247 0.019645439446027296 -0.0061527794869296153 0.006689507034034088 0.0083077928379232183 0.016894662873472813 0.02292021077290907 0.01188341525655308 -0.0015356296186788414
leaf_weight=92 69 52 53 77 60 66 85 58 61 1398 62 70 58 52 69
leaf_count=92 69 52 53 77 60 66 85 58 61 1398 62 70 58 52 69
internal_value=0 0.00679588 0.00716085 0.00836404 0.00297437 -0.00609826 0.0057749 0.0077139 0.00712037 0.00664437 0.00904575 0.00717706 0.0136097 0.0177152 0.0031127
internal_weight=0 2313 2261 1756 505 119 386 1679 1587 1529 301 1468 170 110 131
internal_count=2382 2313 2261 1756 505 119 386 1679 1587 1529 301 1468 170 110 131
is_linear=0
shrinkage=0.127543


Tree=3247
num_leaves=24
num_cat=0
split_feature=1 2 3 12 14 2 124 2 1 2 12 3 4 3 4 12 4 4 52 159 4 3 52
split_gain=66.1827 15.9308 8.75549 6.92706 6.10826 5.37654 3.32406 2.39779 3.51745 1.92147 1.65941 1.55407 1.25346 1.62488 1.23474 1.23149 1.11331 1.11626 0.835261 0.834532 0.851487 0.523616 0.429656
threshold=0.11831500000000002 0.10124000000000001 0.31400500000000003 0.086085000000000009 0.054835000000000009 0.13388500000000003 -0.083859999999999976 0.087675000000000017 0.084525000000000003 -1.0000000180025095e-35 0.088245000000000004 -0.073629999999999987 0.27287000000000006 0.077930000000000013 0.052250000000000012 0.084555000000000005 0.0015850000000000003 -0.081374999999999989 0.074235000000000009 -0.016814999999999997 -0.011154999999999998 -0.092714999999999978 -0.54604999999999992
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=1 4 5 12 6 9 -1 10 15 -2 19 14 13 -3 22 -9 17 -12 -13 -8 -21 -17 -5
right_child=2 3 -4 11 -6 -7 7 8 -10 -11 16 18 -14 -15 -16 21 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0017217018505107816 0.00098917276310026177 0.0012991005292100155 -0.00027596981767190755 0.0024234783528226094 0.0034985380386368943 0.00042218989798009946 0.0030603902704260172 0.0029435185740940882 0.0015617019858297199 0.0018122334747201212 0.0022567650593932898 0.0016038117378004721 0.0010684794745898054 0.0020307373270761009 0.0020672783626877172 0.0026433491835269689 0.0020737745582938777 0.0026960004759795713 0.0021888717502737518 0.0026217956515151254 0.0029462538923767782 0.0023552204647771828 0.0028519147422381421
leaf_weight=55 52 78 72 53 73 88 93 53 52 77 91 52 71 58 69 87 61 215 56 320 125 378 53
leaf_count=55 52 78 72 53 73 88 93 53 52 77 91 52 71 58 69 87 61 215 56 320 125 378 53
internal_value=0 0.00240553 0.000720751 0.00188456 0.00256476 0.00105162 0.00252019 0.00254994 0.00238169 0.00148073 0.00265586 0.00222033 0.00142534 0.00161138 0.00241319 0.00246394 0.00248386 0.00256549 0.0019075 0.00277313 0.00271301 0.0024092 0.00263803
internal_weight=0 2093 289 490 1603 217 1530 1475 570 129 905 283 207 136 175 518 367 306 108 538 445 465 106
internal_count=2382 2093 289 490 1603 217 1530 1475 570 129 905 283 207 136 175 518 367 306 108 538 445 465 106
is_linear=0
shrinkage=0.0032998


Tree=3248
num_leaves=21
num_cat=0
split_feature=2 39 2 150 14 16 43 2 16 11 43 16 2 50 42 2 160 475 16 42
split_gain=35.6891 16.0287 6.08464 3.13646 3.10444 3.35426 3.08632 2.35494 1.90466 1.60114 1.48209 1.30438 1.29722 1.18665 0.911607 0.866007 0.763553 0.59744 0.528011 0.281791
threshold=0.13388500000000003 0.081875000000000017 0.10161500000000002 1.0000000180025095e-35 0.054835000000000009 -0.18776499999999999 -0.049364999999999992 0.17000000000000001 -0.28430999999999995 0.08326500000000002 -0.085594999999999991 0.0060650000000000009 0.092155000000000015 0.10861000000000003 0.080060000000000006 0.10904500000000002 -0.081539999999999987 -0.082239999999999994 -0.084699999999999984 0.079170000000000004
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 2 4 8 5 -1 10 18 -4 14 -3 12 13 -7 15 -10 -13 -18 -2 -14
right_child=7 6 3 -5 -6 11 -8 -9 9 -11 -12 16 19 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0016260814285833781 0.0005355180419675706 0.0013969436548052511 0.0013540809625702164 0.0011364861492244968 0.002911215869594334 0.0023818843085548248 0.001864427961919612 -3.0450862215947573e-05 0.0020451209544181575 0.0025462192286587939 0.00071946870719795852 0.0017014199796161588 0.0018368972650561362 0.0019816264199915899 0.0021622352251768288 0.0014980021897669652 0.0024279177506565581 0.0020426873150535619 0.00095879792639211423 0.0021426999766750283
leaf_weight=101 54 54 55 68 72 884 55 53 55 53 102 55 64 90 90 76 59 187 81 74
leaf_count=101 54 54 55 68 72 884 55 53 55 53 102 55 64 90 90 76 59 187 81 74
internal_value=0 0.00205666 0.00214868 0.0017829 0.00224022 0.00220828 0.00119163 0.000558334 0.0019164 0.00202915 0.000954205 0.00224987 0.0023023 0.00234494 0.00190498 0.00172798 0.00205607 0.00213522 0.000789747 0.00200113
internal_weight=0 2194 1983 397 1586 1514 211 188 329 274 156 1413 1112 974 221 131 301 246 135 138
internal_count=2382 2194 1983 397 1586 1514 211 188 329 274 156 1413 1112 974 221 131 301 246 135 138
is_linear=0
shrinkage=0.0032998


Tree=3249
num_leaves=20
num_cat=0
split_feature=4 2 12 2 2 11 2 16 51 0 1456 2 15 0 4 2 2 13 0
split_gain=48.0775 13.0346 8.13881 4.94349 8.43047 3.76839 2.57376 1.94577 1.31894 1.16982 1.03026 0.912967 0.902716 0.804298 0.838084 0.644652 0.952788 0.453368 0.209874
threshold=0.30163500000000004 0.13388500000000003 1.0000000180025095e-35 0.092155000000000015 -0.0091949999999999983 1.0000000180025095e-35 0.13443000000000002 0.0086100000000000013 -1.0000000180025095e-35 -0.14454499999999995 -0.077769999999999992 0.064660000000000009 -0.075694999999999985 -0.10417499999999999 0.0030100000000000001 0.098365000000000022 0.08920500000000002 -0.013049999999999997 -0.11912999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 11 10 -7 -5 -4 -2 -9 -12 -15 16 -14 -11 -6
right_child=6 -3 5 9 18 8 -8 12 -10 17 13 -13 15 14 -16 -17 -18 -19 -20
leaf_value=0.00090368862336833518 0.00043064169103784397 0.00081090389716181725 0.0024732049185447308 0.00085690084533219884 0.0023516946788689273 0.0030583794008856428 -1.4367166124377732e-06 0.0021668229503900168 0.0023757854348616168 0.001159306518746571 0.0017739873061530295 0.00090103593388747929 0.001642574282738751 0.0021573915123194801 0.0018575387122859834 0.0014532076474480687 0.0021559838159166678 0.0015608638458498873 0.0026445313193851393
leaf_weight=54 81 103 88 67 64 53 85 68 76 53 78 102 103 932 116 66 65 76 52
leaf_count=54 81 103 88 67 64 53 85 68 76 53 78 102 103 932 116 66 65 76 52
internal_value=0 0.00195639 0.00201504 0.00156962 0.00198173 0.00211412 0.000472633 0.00206794 0.0026565 0.001212 0.00212709 0.000693021 0.00183008 0.0021 0.00212424 0.00173208 0.00184142 0.00139616 0.00248327
internal_weight=0 2114 2011 366 170 1645 268 1516 129 196 1214 183 302 1126 1048 234 168 129 116
internal_count=2382 2114 2011 366 170 1645 268 1516 129 196 1214 183 302 1126 1048 234 168 129 116
is_linear=0
shrinkage=0.0032998


Tree=3250
num_leaves=21
num_cat=0
split_feature=1 47 124 1 16 1 150 13 0 51 123 1210 16 50 52 52 0 0 0 0
split_gain=55.3421 7.86211 7.06 5.05423 4.3403 2.88532 2.52261 1.59865 1.43102 0.978947 0.894556 0.821779 0.75253 1.2233 0.990473 0.575067 0.549948 1.03419 0.452027 0.0332346
threshold=0.11130500000000002 0.085505000000000012 -0.077709999999999987 0.12007000000000002 -0.061394999999999998 0.090785000000000018 1.0000000180025095e-35 -0.10899499999999999 -0.052619999999999993 -0.24953999999999996 0.084355000000000013 -0.08126499999999999 0.31615500000000002 0.092705000000000023 0.0074400000000000013 -1.0000000180025095e-35 -0.14216999999999999 -0.10891999999999999 -0.043914999999999989 -0.10264999999999998
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 3 10 19 -3 8 12 -5 9 -4 -1 -11 13 14 -7 -10 -13 -18 -9 -2
right_child=1 4 5 7 -6 6 -8 18 15 11 -12 16 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0015061755742272339 0.0010442827835930343 0.00075130914121697662 0.0017531743906655235 -0.00035156117249820102 0.0020036129307658052 0.0014407104218308472 0.0012894023730798336 0.00010123323577117904 0.0020707542857529293 0.0025124477059144091 0.00089145186519212218 0.0024175018534035877 0.0022602897417601459 0.0021754616528873688 0.0020226614908726752 0.0016497679305754972 0.0017047090732610307 0.0021805103155005346 0.00051109623855395442 0.00091554067112271324
leaf_weight=52 52 58 56 64 63 82 77 62 65 88 52 99 71 86 53 81 53 1033 56 52
leaf_count=52 52 58 56 64 63 82 77 62 65 88 52 99 71 86 53 81 53 1033 56 52
internal_value=0 0.000698411 0.00203644 0.000399927 0.00140363 0.00208364 0.00182204 6.81205e-05 0.00214906 0.00218327 0.00119915 0.00220216 0.00196238 0.00186651 0.00166944 0.00183743 0.00217909 0.00215732 0.000296043 0.000980251
internal_weight=0 407 1948 286 121 1844 369 182 1475 1329 104 1273 292 221 135 146 1185 1086 118 104
internal_count=2355 407 1948 286 121 1844 369 182 1475 1329 104 1273 292 221 135 146 1185 1086 118 104
is_linear=0
shrinkage=0.0032998


Tree=3251
num_leaves=19
num_cat=0
split_feature=4 15 457 150 13 40 12 52 13 12 4 4 15 157 1212 43 39 15
split_gain=1.9921 1.26432 1.21762 1.21659 0.738728 1.17634 0.724507 0.536251 1.01635 0.505172 1.08997 0.48686 0.456097 0.443184 0.583364 0.398557 0.378741 0.22816
threshold=0.30163500000000004 -0.46503999999999995 0.083415000000000017 0.082295000000000021 0.24679500000000001 -0.010334999999999999 1.0000000180025095e-35 0.26959000000000005 -0.0021749999999999994 0.08073000000000001 -0.0058549999999999991 -0.15333499999999997 -0.40992999999999996 -0.082509999999999986 0.08468500000000001 -0.081324999999999995 0.089200000000000015 -0.011389999999999999
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 12 5 16 -4 9 17 10 11 -7 -3 15 -15 -11 -1 -9
right_child=1 3 6 -5 -6 7 -8 8 -10 13 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0086746038623859243 0.012320978964039338 -0.0087873280912547959 -0.0083985147330680673 0.0085422973035082575 0.029604544375821051 0.02133495910161429 0.011537884907410976 0.020729462368495617 -0.0094923326651064066 0.030092662218699297 0.035350556112939351 0.002681098664453541 -0.028182919244577113 0.011703211888643129 0.020372434298470549 0.012936448912968086 0.0082843972910195095 0.0087002265720667587
leaf_weight=66 100 56 92 58 64 73 73 61 59 70 83 55 53 989 211 54 53 85
leaf_count=66 100 56 92 58 64 73 73 61 59 70 83 55 53 989 211 54 53 85
internal_value=0 -0.000961194 0.0127417 -0.00892414 0.0137988 0.0132538 0.000412163 0.0142369 0.00704375 0.0151965 0.0220009 0.0133321 -0.0182328 0.014111 0.0132289 0.0226343 -0.00110803 0.0137371
internal_weight=0 267 2088 167 1923 1859 165 1740 205 1535 211 128 109 1324 1200 124 119 146
internal_count=2355 267 2088 167 1923 1859 165 1740 205 1535 211 128 109 1324 1200 124 119 146
is_linear=0
shrinkage=0.149437


Tree=3252
num_leaves=17
num_cat=0
split_feature=2 12 11 2 2 1453 16 43 16 457 48 2 13 43 43 42
split_gain=1.34794 0.627838 0.584489 0.706472 0.587856 0.748058 0.883814 1.74374 0.69567 0.542825 0.812341 0.534937 0.521152 0.328248 0.319675 0.309642
threshold=0.13388500000000003 -0.095574999999999979 0.08976000000000002 -0.082219999999999974 0.08647500000000001 -1.0000000180025095e-35 -0.016079999999999994 -0.060799999999999993 0.41134500000000007 0.064110000000000014 0.082225000000000006 0.087210000000000024 -0.088114999999999985 -0.083669999999999981 -1.0000000180025095e-35 0.11159000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 13 -8 9 11 -11 -6 -2 -7 -10 -14
right_child=12 2 -4 4 8 6 7 -9 14 10 -12 -13 15 -15 -16 -17
leaf_value=-0.003307245513510762 -0.012063838953234053 -0.0060214266661640396 0.021842695152404751 -0.0024884981970421565 -0.0017872929935481363 0.017876840161407902 0.012117063190396694 0.036234120792204845 0.0050145491560787177 0.0094705496276105364 -0.011931043900888429 0.010782957925975119 0.0076537020540270373 0.0089567059865840633 -0.0094250943059227994 -0.0053832635380155029
leaf_weight=68 64 52 67 56 64 87 160 79 52 76 53 833 81 454 56 53
leaf_count=68 64 52 67 56 64 87 160 79 52 76 53 833 81 454 56 53
internal_value=0 0.00922511 0.00963373 0.00922848 0.00963173 0.0123042 0.0133681 0.0200947 0.00766029 0.00872692 0.000666665 0.0098845 -0.00220934 0.0103938 -0.00245956 0.00248672
internal_weight=0 2157 2089 2022 1970 836 780 239 1134 1026 129 897 198 541 108 134
internal_count=2355 2157 2089 2022 1970 836 780 239 1134 1026 129 897 198 541 108 134
is_linear=0
shrinkage=0.132695


Tree=3253
num_leaves=19
num_cat=0
split_feature=4 3 123 11 0 3 43 4 3 13 16 13 150 475 48 0 13 474
split_gain=35.0041 11.8621 6.33667 1.56554 3.54362 1.52704 2.26896 1.43125 1.39858 1.30243 1.63884 1.16808 1.12287 0.65557 0.619578 0.438258 1.2686 0.209377
threshold=0.30163500000000004 0.11745500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.077914999999999984 -0.10468499999999999 -0.15109999999999998 -0.082249999999999976 0.30112000000000005 -1.0000000180025095e-35 -0.4714549999999999 1.0000000180025095e-35 0.084680000000000019 -0.082549999999999998 0.10184000000000001 -0.086084999999999981 -0.013149999999999998 0.085500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 15 -3 10 -2 -11 -4 17 -15 -7 -17 -9
right_child=9 8 12 4 -6 7 -8 13 -10 11 -12 -13 -14 14 -16 16 -18 -19
leaf_value=0.0022560193898019361 0.00096275324040453905 0.0013936467267765531 0.0017021497894872566 0.0030922977322952322 0.0020598844003214371 0.0025824528861151793 0.0012968477243174544 0.0022420709230994767 0.00064072409306231736 0.0014109672687864496 0.00027664182982112604 0.00074361469576985891 0.0010557087185099196 0.0021363264004108477 0.001816577433123238 0.0019192991384842128 0.0024606101678626233 0.0025113989812429855
leaf_weight=55 76 55 65 66 81 93 53 77 53 59 76 56 54 1066 72 66 172 60
leaf_count=55 76 55 65 66 81 93 53 77 53 59 76 56 54 1066 72 66 172 60
internal_value=0 0.00209005 0.00214815 0.00219539 0.00252366 0.00216721 0.00178564 0.00219285 0.00102448 0.000820933 0.000619929 0.0010863 0.0014091 0.00214239 0.00211613 0.00238712 0.00231065 0.00236028
internal_weight=0 2088 1980 1861 147 1714 108 1606 108 267 152 115 119 1275 1138 331 238 137
internal_count=2355 2088 1980 1861 147 1714 108 1606 108 267 152 115 119 1275 1138 331 238 137
is_linear=0
shrinkage=0.0032998


Tree=3254
num_leaves=26
num_cat=0
split_feature=1 47 3 1 16 1 15 3 0 16 2 2 3 1 2 16 16 1 16 0 3 2 0 16 0
split_gain=88.4939 14.4004 13.1722 6.81549 6.26767 6.01196 3.08821 2.81189 2.29924 6.34203 1.76922 1.57588 1.33975 1.50923 1.32261 0.758074 0.636494 0.617855 0.584166 0.516588 0.687248 0.507403 0.41813 0.341917 0.315121
threshold=0.11156000000000001 0.085505000000000012 -0.066704999999999987 0.090540000000000023 -0.061394999999999998 0.12007000000000002 -1.0000000180025095e-35 0.30112000000000005 -0.030209999999999997 0.15050500000000003 0.13538500000000001 0.10394500000000002 -0.082254999999999981 0.090840000000000018 0.09580000000000001 0.0060650000000000009 -0.021179999999999997 0.09036000000000001 -0.038799999999999994 -0.13513499999999998 -0.086574999999999985 0.089005000000000015 -0.074754999999999988 -0.0074349999999999998 -0.084369999999999987
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=2 5 8 11 -3 -2 14 10 12 -10 -7 18 13 19 -5 16 17 24 -4 -1 21 -21 -17 -22 -14
right_child=1 4 3 6 -6 7 -8 -9 9 -11 -12 -13 15 -15 -16 22 -18 -19 -20 20 23 -23 -24 -25 -26
leaf_value=0.0029356892609853163 0.00083774264692230906 0.00077232980710660679 0.0021187538827204307 0.0014500632890163581 0.0022768489001286033 0.00049864982772694535 0.001980182977995871 -0.00074064078483267876 0.0011759286303970381 0.002684490910488968 -0.00030140238566194887 0.0018071545230831352 0.0023600014575117924 0.0021102983731378505 0.00077998311887780359 0.0019730623581755476 0.0027690621547412655 0.0021231763292955926 0.0025292375499504816 0.0025698179273876843 0.0027827112093616866 0.0022972429876299927 0.0023541549956456287 0.002532834230374841 0.002582192778165255
leaf_weight=52 102 58 68 54 63 65 55 61 55 68 56 92 184 72 80 75 53 83 90 285 212 105 57 89 121
leaf_count=52 102 58 68 54 63 65 55 61 55 68 56 92 184 72 80 75 53 83 90 285 212 105 57 89 121
internal_value=0 0.000602657 0.00229788 0.00179443 0.00155597 0.00019637 0.00132107 -0.000162887 0.00244413 0.00201022 0.000128087 0.00215214 0.00248256 0.00256901 0.00105028 0.00235953 0.00242579 0.00237881 0.0023528 0.00261341 0.0025891 0.00249652 0.00213789 0.00270894 0.00244827
internal_weight=0 405 1950 439 121 284 189 182 1511 123 121 250 1388 815 134 573 441 388 158 743 691 390 132 301 305
internal_count=2355 405 1950 439 121 284 189 182 1511 123 121 250 1388 815 134 573 441 388 158 743 691 390 132 301 305
is_linear=0
shrinkage=0.0032998


Tree=3255
num_leaves=21
num_cat=0
split_feature=3 97 16 0 0 16 159 3 1 13 160 0 12 1 484 3 1 1 16 0
split_gain=3.28257 0.73122 0.759296 0.63761 0.56048 1.54756 0.436823 0.541666 0.614401 0.774685 0.421151 0.645198 0.408509 0.311878 0.415645 0.638951 0.54876 0.289861 0.284231 0.258997
threshold=0.31534000000000006 -1.0000000180025095e-35 -0.069894999999999985 -0.15385999999999997 -0.10891999999999999 -0.0092499999999999978 -0.23547999999999997 -0.07908999999999998 0.10044000000000002 -0.0042499999999999994 -0.081539999999999987 -0.086544999999999997 0.084475000000000008 0.11230000000000001 -0.0082299999999999995 -0.093979999999999994 0.091785000000000019 0.10282000000000001 -0.09391999999999999 -0.072174999999999975
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 -1 3 17 5 -4 -6 10 9 -9 12 -12 -8 14 -5 18 -17 -3 -16 -15
right_child=-2 2 4 13 6 -7 7 8 -10 -11 11 -13 -14 19 15 16 -18 -19 -20 -21
leaf_value=-0.0063428458956797116 -0.021258781565832486 0.016895581157563736 0.017743979279758591 0.02350842461865112 0.019342621327138983 -0.014966605188515432 -0.004664071661399225 0.0021012542813159448 -0.0053247800033744911 0.018320039545270603 0.0026064566926955086 0.016295785724509144 0.010259476281362485 0.011798654101790906 0.030070626818489935 0.011906162725305224 -0.0017333083926945115 0.031049926980809165 0.01530029233823888 -0.0017628712674882903
leaf_weight=53 70 67 52 74 82 70 59 176 103 93 90 342 105 60 52 564 68 55 57 56
leaf_count=53 70 67 52 74 82 70 59 176 103 93 90 342 105 60 52 564 68 55 57 56
internal_value=0 0.0103126 0.0107101 0.0135116 0.00819169 -0.00101182 0.00926251 0.00840703 0.00409982 0.00771419 0.0110928 0.0134474 0.00488129 0.0122287 0.0132217 0.0121924 0.0104362 0.0232892 0.0223608 0.00523849
internal_weight=0 2278 2225 1053 1172 122 1050 968 372 269 596 432 164 931 815 741 632 122 109 116
internal_count=2348 2278 2225 1053 1172 122 1050 968 372 269 596 432 164 931 815 741 632 122 109 116
is_linear=0
shrinkage=0.143634


Tree=3256
num_leaves=19
num_cat=0
split_feature=1 3 1 0 4 4 11 52 52 0 0 2 3 13 2 0 42 51
split_gain=45.786 12.5061 7.08856 3.35128 3.05438 2.24492 2.33809 1.95529 1.8338 1.57154 1.68871 1.15695 1.78724 0.867982 0.792885 0.577952 0.501038 0.425313
threshold=0.104035 -0.06340999999999998 0.14262000000000002 0.12500000000000003 -0.013324999999999998 0.054560000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.067094999999999988 -0.13314999999999996 0.13443000000000002 0.045635000000000002 -0.0042049999999999995 0.10575500000000002 -0.093384999999999982 0.11457500000000002 0.11452500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 5 -2 6 9 15 11 10 -1 12 -3 -11 -6 -7 17 -12
right_child=1 2 -4 -5 14 7 -8 -9 -10 13 16 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0026084919242663012 0.0031829335831992157 0.0013908791533150907 0.00060968084112386525 0.0022363104381404003 0.0025337775258763365 0.0022699802722346485 0.0035774171254100906 0.0030699695288735024 0.0022457970018942555 0.0024839071211657138 0.0031210838599372293 0.0012028573372034933 0.0020978400485253119 0.0029639507949350097 0.0019971512916830006 0.0027138710839150833 0.0028134573278079207 0.0028200058680568981
leaf_weight=82 60 72 70 61 63 78 85 91 64 82 1100 53 79 79 55 53 67 54
leaf_count=82 60 72 70 61 63 78 85 91 64 82 1100 53 79 79 55 53 67 54
internal_value=0 0.00189287 0.00152713 0.00298406 0.00258717 0.0030098 0.00305358 0.00270419 0.00176664 0.00302314 0.00306061 0.00161614 0.00176097 0.00271967 0.00228395 0.00244983 0.00309094 0.00310703
internal_weight=0 516 338 1832 178 1771 1549 222 268 1464 1303 204 151 161 118 131 1221 1154
internal_count=2348 516 338 1832 178 1771 1549 222 268 1464 1303 204 151 161 118 131 1221 1154
is_linear=0
shrinkage=0.0032351


Tree=3257
num_leaves=12
num_cat=0
split_feature=3 2 1455 2 48 34 151 4 43 157 133
split_gain=2.4497 0.787069 0.675623 0.659827 0.768784 0.602842 0.454622 0.62791 0.794887 0.627422 0.542449
threshold=0.31370500000000007 -0.011974999999999998 0.10563500000000002 0.15020000000000003 0.10911000000000001 -0.038779999999999995 -0.092724999999999988 -0.031874999999999994 0.058500000000000003 -0.054224999999999995 0.085075000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 -1 10 9 -9 -8 -3
right_child=-2 2 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=0.0087449775993815766 -0.01492869174104244 0.029174613852087132 0.026311754520538778 -0.0050110049618232056 0.023266849235847261 -0.011927370382317662 0.024647595233772197 0.005193035242525049 0.017612839961098699 0.011149994087421627 0.0094269636652374519
leaf_weight=58 79 54 55 53 95 54 74 730 119 920 57
leaf_count=58 79 54 55 53 95 54 74 730 119 920 57
internal_value=0 0.0102889 0.0108866 0.0104823 0.0108838 -0.00120863 0.010281 0.00975218 0.00693563 0.0121564 0.0190475
internal_weight=0 2269 2157 2102 2049 112 1954 1843 849 994 111
internal_count=2348 2269 2157 2102 2049 112 1954 1843 849 994 111
is_linear=0
shrinkage=0.140817


Tree=3258
num_leaves=24
num_cat=0
split_feature=1 52 1 2 52 2 2 12 12 39 51 1429 43 160 52 1 12 16 12 52 133 43 12
split_gain=53.4495 12.1273 8.11545 3.71098 3.36892 2.41367 2.03559 2.15438 1.11105 1.37768 1.0868 0.97357 0.923296 0.89243 0.808621 0.709127 0.727282 0.78123 0.70793 0.613239 0.513005 1.10827 0.193944
threshold=0.10538500000000002 -0.40011499999999994 0.14262000000000002 0.09580000000000001 0.12469000000000001 -0.007134999999999999 0.13733000000000004 0.089475000000000013 0.11721500000000001 0.082470000000000016 0.092950000000000019 0.084690000000000015 -0.049364999999999992 1.0000000180025095e-35 0.024560000000000002 0.08776500000000001 0.081810000000000008 0.0055300000000000011 0.088635000000000005 -0.41304999999999997 -0.07218999999999999 -0.025079999999999995 0.096425000000000025
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 4 5 6 -1 7 12 9 13 11 15 -3 14 19 16 -7 -18 -12 -5 -17 -22 -16
right_child=1 2 -4 8 -6 10 -8 -9 -10 -11 18 -13 -14 -15 22 20 17 -19 -20 -21 21 -23 -24
leaf_value=0.0015420966682751539 0.0023676756643739661 0.00049264946896189715 -0.00025139116133339267 0.002011198524657495 0.0016482039815193862 0.0026032047526064858 0.00025239955490536454 0.0014753669936857913 0.0014601315307930668 0.0014439737441040792 0.0028554282744967466 0.0018754163076472644 0.00096315410173196489 0.0023261227859806763 0.0022784392460445412 0.0024064185560737309 0.002310159837851166 0.0019930593718803812 0.0023144849833084554 0.0015948604717855093 0.0021945781721888595 0.0016943115262894534 0.0020135923297001533
leaf_weight=54 56 82 75 69 61 80 60 60 58 52 52 81 103 82 56 52 666 99 56 91 156 71 76
leaf_count=54 56 82 75 69 61 80 60 60 58 52 52 81 103 82 56 52 666 99 56 91 156 71 76
internal_value=0 0.000920895 0.000737097 0.00213982 0.000939753 0.00222788 0.000797947 0.000931407 0.00189103 0.00194961 0.00225606 0.00222742 0.000754797 0.00201982 0.00193369 0.00225275 0.00230084 0.00226917 0.00257527 0.00177463 0.00210701 0.00203826 0.00212622
internal_weight=0 497 441 1851 366 1367 305 245 484 426 1313 1205 185 374 292 1124 845 765 108 160 279 227 132
internal_count=2348 497 441 1851 366 1367 305 245 484 426 1313 1205 185 374 292 1124 845 765 108 160 279 227 132
is_linear=0
shrinkage=0.0032998


Tree=3259
num_leaves=16
num_cat=0
split_feature=1 1 16 147 14 39 15 39 42 42 1 475 16 16 15
split_gain=39.3064 8.12602 3.76876 3.08705 2.66534 1.96646 1.7351 1.71377 1.66488 1.64744 1.46737 1.62692 1.30295 0.607263 0.339624
threshold=0.10538500000000002 0.14262000000000002 0.38845000000000002 0.086575000000000013 0.054835000000000009 0.081875000000000017 -0.19301999999999997 0.087735000000000021 0.082755000000000009 0.11929000000000002 0.080270000000000022 -0.080004999999999979 -0.019749999999999993 -0.0060199999999999993 -0.10436999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 6 -1 8 12 10 13 -12 14 -8 -2
right_child=1 -3 -4 -5 -6 -7 9 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0026197628285292811 0.00096784766550973888 5.6388888201647217e-06 0.0018593317249968025 0.0013011257694635382 0.0027085468346107191 0.0015278183012295359 0.0021600798580142825 0.0006409915650398072 0.001563190552753827 0.0015244170915631608 0.0014323811240056514 0.0019730473805486251 0.00054641184366756052 0.0019882183692561763 0.0013241079028021617
leaf_weight=55 53 80 69 64 63 86 763 97 77 70 74 349 53 327 68
leaf_count=55 53 80 69 64 63 86 763 97 77 70 74 349 53 327 68
internal_value=0 0.000969403 0.00115421 0.00201473 0.00204026 0.00201582 0.00204142 0.0010143 0.00115843 0.00202131 0.00204427 0.00187855 0.000979112 0.00210855 0.00116835
internal_weight=0 497 417 1851 1787 1724 1638 348 251 1583 1513 423 174 1090 121
internal_count=2348 497 417 1851 1787 1724 1638 348 251 1583 1513 423 174 1090 121
is_linear=0
shrinkage=0.0032998


Tree=3260
num_leaves=21
num_cat=0
split_feature=1 1 4 160 156 13 50 2 2 12 1429 42 484 12 159 15 15 4 43 15
split_gain=2.06233 0.955822 1.17806 0.989363 0.743329 1.52006 0.776584 0.676948 0.633334 0.632058 1.3059 0.516452 0.472551 0.834295 0.548534 0.413188 0.368458 0.320442 0.774366 0.206157
threshold=0.09518500000000002 0.14123000000000005 -0.022189999999999998 0.05259500000000001 0.088610000000000008 -0.011494999999999998 0.12024000000000001 0.10699500000000002 0.11693000000000002 0.082295000000000021 0.084895000000000012 0.091570000000000012 0.085845000000000019 0.083885000000000015 0.11178 0.03981500000000001 -0.093124999999999986 0.024315000000000003 -0.0044449999999999993 -0.26424499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 8 6 -6 9 15 11 17 12 16 13 -11 -15 -2 -4 18 -1 -10
right_child=1 -3 3 -5 5 -7 -8 -9 19 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.038994768068922478 0.0012115593163698215 -0.011978569312245448 0.0077733481741676779 -0.014072539684250075 0.014856393111947617 -0.017365340533240663 -0.0036598732008843141 0.027504792336499995 0.0025232190384076409 -0.0051062411563147538 0.036895672234500632 -0.0012816384782889678 0.023146860536077781 0.013592806596324619 -0.0021113404770604859 0.018320823494050481 0.023006597089831722 0.013809937628728657 0.016325361991145586 -0.0095121465725602726
leaf_weight=63 71 78 79 78 88 52 52 66 61 61 52 66 90 1031 52 57 65 62 73 66
leaf_count=63 71 78 79 78 88 52 52 66 61 61 52 66 90 1031 52 57 65 62 73 66
internal_value=0 0.00358993 0.00558655 0.00108867 0.0133154 0.00287693 0.0142658 0.0152001 0.00460252 0.014895 0.0136817 0.00964255 0.0127022 0.0118791 0.0128373 0.00884299 0.0146605 0.0227668 0.0268384 -0.00371882
internal_weight=0 687 609 415 1676 140 1536 194 337 1484 1286 210 1234 1144 1083 128 144 198 136 127
internal_count=2363 687 609 415 1676 140 1536 194 337 1484 1286 210 1234 1144 1083 128 144 198 136 127
is_linear=0
shrinkage=0.149437


Tree=3261
num_leaves=24
num_cat=0
split_feature=1 3 1 1 4 0 4 403 160 4 50 157 3 13 4 4 0 12 12 0 42 15 4
split_gain=38.5192 9.76593 3.79495 3.42257 3.16254 2.87331 2.6349 1.78361 1.8975 1.44345 1.51126 1.16272 1.13156 1.84627 1.82635 1.10239 1.31566 1.02351 0.919996 0.782958 0.745252 0.686437 0.329035
threshold=0.10574000000000001 -0.055839999999999994 0.14123000000000005 0.095025000000000012 0.30163500000000004 -0.079249999999999987 -0.033449999999999987 -0.092224999999999988 -0.079594999999999985 -0.08916499999999998 0.10917 -0.0045449999999999996 0.077930000000000013 -0.011834999999999998 0.046720000000000005 0.036620000000000007 -0.11471499999999998 0.090005000000000016 0.084055000000000005 -0.045754999999999997 0.092160000000000006 0.090455000000000021 -0.011694999999999999
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 4 12 5 20 9 -5 21 -9 -1 15 -10 13 -3 -14 16 -11 -17 -18 22 -2 -7 -13
right_child=1 2 -4 6 -6 7 -8 8 11 10 -12 19 14 -15 -16 17 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0029327711581774041 0.0025435331741702036 0.0012412742060595914 0.0002575798531865053 0.0022706139043530849 0.0013094335879859321 0.0028048257306463142 0.0014936703243301553 0.0015718691898010228 0.0025686495015007664 0.0019883160868460546 0.0020126322283361827 0.0022420968133487927 0.0018090023859267861 0.00046679207789833334 0.0010018684448011167 0.0024021636606430001 0.0027928951414186317 0.0018552550287344281 0.0024830650615006956 0.0017607011594634133 0.0019847486148895977 0.0022622908508858476 0.0019437315703378351
leaf_weight=62 53 80 70 95 59 52 96 75 61 52 95 159 54 58 71 102 127 60 649 71 53 52 57
leaf_count=62 53 80 70 95 59 52 96 75 61 52 95 159 54 58 71 102 127 60 649 71 53 52 57
internal_value=0 0.00126652 0.00094104 0.00229971 0.00192319 0.00234754 0.00188029 0.0021453 0.00204968 0.00244043 0.00241227 0.00215256 0.00112282 0.000916023 0.00135083 0.00245058 0.0024996 0.00219982 0.00253382 0.00206399 0.00226447 0.0025339 0.00216352
internal_weight=0 498 333 1865 165 1674 191 527 423 1147 1085 348 263 138 125 990 828 162 776 287 106 104 216
internal_count=2363 498 333 1865 165 1674 191 527 423 1147 1085 348 263 138 125 990 828 162 776 287 106 104 216
is_linear=0
shrinkage=0.0032998


Tree=3262
num_leaves=21
num_cat=0
split_feature=4 52 13 394 157 13 0 48 13 48 48 0 4 13 0 0 0 160 52 43
split_gain=1.09542 0.702749 0.736467 0.667524 0.669072 1.26456 0.900272 0.823342 0.816858 0.632245 0.628779 0.896376 1.08926 0.542978 0.550834 0.475827 0.533084 0.286911 0.238079 0.503868
threshold=0.024315000000000003 0.51307000000000014 -0.16392499999999996 -0.081744999999999984 -0.080299999999999996 -0.068824999999999983 -0.098179999999999976 0.083180000000000018 0.18219500000000002 0.092265000000000014 -0.0046349999999999994 -0.11208499999999998 0.51400500000000016 1.0000000180025095e-35 -0.055879999999999992 -0.14076499999999997 -0.18901999999999997 -0.081539999999999987 0.0029250000000000005 -0.012264999999999998
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 2 -1 -4 5 17 7 -6 9 -8 -2 15 13 14 18 16 -12 -5 19 -13
right_child=10 -3 3 4 6 -7 8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0031839621241050091 -0.009976074339671728 -0.003511141551822645 0.0013511889228584187 0.0082813647314423262 0.037532344798243827 -0.0075607582114622165 0.013522790533349066 0.015090258574991017 0.030424522893974841 0.0014344437677979028 0.019452179482007916 -0.005976376111459715 -0.015611577637990787 -0.0059222628041433667 0.021699668294310154 0.024984885919445414 -0.00063348525094692311 0.021731682061965341 0.012446459494353074 0.012368588424282559
leaf_weight=63 57 62 102 68 64 86 1035 72 55 98 52 76 61 68 52 59 57 64 60 52
leaf_count=63 57 62 102 68 64 86 1035 72 55 98 52 76 61 68 52 59 57 64 60 52
internal_value=0 0.0114912 0.012037 0.0126213 0.0133657 0.00598044 0.0145806 0.0256625 0.0133107 0.0124785 0.00435767 0.00588198 0.00191756 0.00539422 0.00860694 0.0145804 0.0089346 0.0148143 0.00497739 0.00146429
internal_weight=0 1769 1707 1644 1542 218 1324 136 1188 1133 594 537 369 308 240 168 109 132 188 128
internal_count=2363 1769 1707 1644 1542 218 1324 136 1188 1133 594 537 369 308 240 168 109 132 188 128
is_linear=0
shrinkage=0.143634


Tree=3263
num_leaves=24
num_cat=0
split_feature=12 2 3 43 3 12 41 0 43 12 16 2 157 16 52 42 0 16 16 0 48 50 12
split_gain=30.0132 9.30415 8.36507 11.8673 3.27321 2.87677 2.64098 1.68573 1.54704 1.65537 1.31261 1.21523 0.952408 0.946895 0.916145 0.877859 0.722124 0.581554 0.585528 0.489118 0.4806 0.409778 0.579971
threshold=0.077755000000000005 0.13631000000000001 0.11745500000000002 -0.031974999999999996 -0.0062049999999999996 0.090465000000000004 0.075585000000000013 -0.11242999999999999 -0.095564999999999983 -0.089089999999999989 0.19578000000000004 0.090715000000000004 -1.0000000180025095e-35 -0.24900499999999998 -0.54313499999999992 0.088950000000000015 -0.10075499999999998 -0.038799999999999994 -0.073494999999999991 -0.078084999999999988 0.086665000000000006 0.10672000000000002 0.084055000000000005
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 3 8 -5 6 16 -4 -1 -10 12 -6 -7 -14 -12 -16 -2 18 -15 -19 21 22 -18
right_child=1 -3 7 4 11 10 -8 -9 9 -11 14 -13 13 17 15 -17 20 19 -20 -21 -22 -23 -24
leaf_value=0.0019460011961068063 0.0023619146019107887 0.0012656605613931633 0.0013936270285798734 0.0018376415811983857 0.0030261330735779348 0.0021611923538709631 0.0035054082238179921 0.00069602761712477467 0.0016416976203854643 0.00099528595003247765 0.0025964132683310897 0.0024796510278406437 0.0022550876495269216 0.0027094067647934223 0.0017824188813262188 0.0023388158823469153 0.0030647583176535618 0.003124904105985803 0.0024226450174550437 0.0026980679919162941 0.0025108504238717353 0.0025426670268962597 0.0027795988410182909
leaf_weight=53 52 54 95 61 81 52 53 63 82 92 67 101 65 242 52 79 94 53 119 71 74 66 542
leaf_count=53 52 54 95 61 81 52 53 63 82 92 67 101 65 242 52 79 94 53 119 71 74 66 542
internal_value=0 0.00261513 0.00177304 0.00199395 0.00250094 0.00265846 0.00278891 0.00111569 0.00145108 0.00130012 0.00251476 0.00272306 0.00259185 0.0026325 0.00228021 0.00211823 0.00274301 0.00268301 0.00261498 0.00288079 0.0027685 0.00279561 0.0028218
internal_weight=0 1735 628 470 243 1681 881 158 227 174 800 182 602 550 198 131 828 485 361 124 776 702 636
internal_count=2363 1735 628 470 243 1681 881 158 227 174 800 182 602 550 198 131 828 485 361 124 776 702 636
is_linear=0
shrinkage=0.0032998


Tree=3264
num_leaves=27
num_cat=0
split_feature=12 3 3 3 15 0 12 43 16 0 3 0 15 43 43 133 16 15 13 475 49 3 403 16 12 13
split_gain=30.1152 8.53909 10.5986 6.07279 5.00187 3.82694 2.41807 2.33253 1.98509 1.78867 1.7303 1.68757 1.36872 1.96516 1.60738 1.02198 1.03998 0.861479 0.629956 1.01052 0.745358 0.604695 0.506671 0.493738 0.402452 0.280638
threshold=0.077755000000000005 0.11745500000000002 0.077930000000000013 -0.049204999999999992 -0.40312499999999996 -0.071844999999999978 0.10337000000000002 -0.049364999999999992 0.00088000000000000003 -0.11242999999999999 0.094285000000000008 -0.072174999999999975 0.03981500000000001 -0.14726499999999995 -0.11227499999999999 -0.00027499999999999996 -0.082739999999999994 -0.062284999999999993 -0.083289999999999989 -0.083494999999999986 -0.008964999999999999 -0.082254999999999981 0.14530000000000001 -0.071854999999999988 0.088125000000000023 -0.083814999999999987
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 2 4 6 -1 7 12 -6 -7 -3 -4 -8 14 -14 -2 22 -17 -13 20 -20 -16 -22 25 -18 -21 -15
right_child=3 9 10 -5 5 8 11 -9 -10 -11 -12 17 13 15 18 16 23 -19 19 24 21 -23 -24 -25 -26 -27
leaf_value=0.0005749641627773134 0.0016704354071305216 0.0010290499798189931 0.0028462923435007294 0.0011599599525444616 0.0015239847865142595 0.0006619898083912349 0.0022910030912488841 0.002391666568463827 0.001539108370744519 0.00031103706602595219 0.0020935315145081991 0.0013958283040882168 0.0030318245898772358 0.0026983010619236274 0.0021436466419966962 0.0018790659606558887 0.0025542978160004084 0.0019490910502243371 0.0026049269456509699 0.0018346146364929684 0.0026852485538791343 0.002330889052415339 0.0022073938162419302 0.0022374551223797272 0.0021595965539138533 0.0024838012013573595
leaf_weight=78 52 95 55 54 78 59 99 60 54 63 86 54 56 106 99 67 84 73 52 52 99 118 55 161 245 209
leaf_count=78 52 95 55 54 78 59 99 60 54 63 86 54 56 106 99 67 84 73 52 52 99 118 55 161 245 209
internal_value=0 0.00140703 0.00163019 0.00225051 0.00130556 0.00153245 0.00228553 0.00190149 0.00108146 0.000742977 0.00238741 0.00196698 0.00233498 0.00243526 0.00223171 0.00238623 0.00224602 0.00171412 0.00227555 0.00217773 0.00238347 0.00249272 0.00250436 0.00234623 0.00210282 0.00255609
internal_weight=0 628 470 1735 329 251 1681 138 113 158 141 226 1455 738 717 682 312 127 665 349 316 217 370 245 297 315
internal_count=2363 628 470 1735 329 251 1681 138 113 158 141 226 1455 738 717 682 312 127 665 349 316 217 370 245 297 315
is_linear=0
shrinkage=0.0032998


Tree=3265
num_leaves=20
num_cat=0
split_feature=4 2 12 2 2 14 3 2 52 4 2 15 43 1446 0 52 1375 0 43
split_gain=62.4688 18.9902 11.3244 4.94307 4.90172 3.68624 2.85555 3.01856 2.36296 2.23606 1.78489 1.24057 1.30672 1.16531 0.980859 0.97875 0.780683 0.4051 0.240826
threshold=0.30163500000000004 0.13673000000000005 1.0000000180025095e-35 -0.007134999999999999 0.10859000000000001 0.076175000000000007 0.13772500000000001 0.13538500000000001 -0.046924999999999988 0.053255000000000004 0.094955000000000025 0.03981500000000001 -0.11278499999999998 0.086940000000000003 -0.10803999999999998 1.0000000180025095e-35 0.081540000000000015 -0.087344999999999992 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 9 7 14 10 11 -5 12 -4 17 -2 18 -14 -13 -11
right_child=6 -3 5 4 -6 -7 -8 -9 -10 15 -12 13 16 -15 -16 -17 -18 -19 -20
leaf_value=0.00076286492840050744 0.0010836900972796711 0.00060263425375159298 0.0016876808196012276 0.0021019829002669058 0.0010727881709042795 0.0031091565096540577 -0.00026974030661103173 -0.00013994846421333982 0.0024210267615986428 0.0015480773563855336 0.0012859006650121976 0.0025317644248264897 0.0021545757323944317 0.0028308210835350906 0.00054474791446222366 0.0021979407935450879 0.0025095268778045385 0.0022856871741146361 0.0018505520346882923
leaf_weight=64 66 93 60 63 79 52 61 52 96 62 55 86 527 52 84 66 79 621 58
leaf_count=64 66 93 60 63 79 52 61 52 96 62 55 86 527 52 84 66 79 621 58
internal_value=0 0.00206109 0.00212822 0.00159463 0.00177619 0.00224275 0.000355573 0.000544579 0.00203569 0.00221476 0.0017219 0.0022593 0.00215472 0.00235101 0.000782117 0.00187337 0.00220091 0.00231567 0.00169457
internal_weight=0 2113 2020 357 293 1663 263 202 214 1611 118 1425 666 759 150 186 606 707 120
internal_count=2376 2113 2020 357 293 1663 263 202 214 1611 118 1425 666 759 150 186 606 707 120
is_linear=0
shrinkage=0.0032998


Tree=3266
num_leaves=21
num_cat=0
split_feature=4 16 14 12 376 159 474 2 51 48 0 3 3 0 12 2 47 402 48 3
split_gain=1.34893 0.948312 0.986977 0.753909 0.664159 0.62281 0.871642 0.633741 0.75508 1.11782 1.03886 0.789354 0.736739 0.390364 0.369055 0.794903 0.406743 0.555925 0.153477 0.135158
threshold=0.26450500000000005 -0.49181999999999998 -0.45687499999999998 -1.0000000180025095e-35 0.083785000000000012 0.087395000000000014 0.085020000000000012 0.085730000000000015 0.14820500000000003 0.10911000000000001 -0.13314999999999996 -0.154195 -0.107915 -0.074434999999999987 0.083785000000000012 0.074875000000000011 0.090100000000000013 0.0038750000000000004 0.083830000000000002 -0.082254999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 7 13 12 9 10 18 -12 -1 19 15 -14 17 -16 -9 -7
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 11 -13 14 -15 16 -17 -18 -19 -20 -21
leaf_value=0.03505680220742334 0.025594652717242285 0.01142053287649724 -0.013497959346137246 0.0038014904896973021 -0.00011789599750175496 0.022273098948152655 -0.0094003593087725653 -0.0062597623545325044 -0.0042685524872048712 0.034540130271877391 -0.0013449770034708348 0.015677683622811554 0.012586347894835519 0.002719537959604508 0.019956866882057028 0.036897055851065973 0.006348280784389428 0.0073466927742191204 0.0046362881621929046 0.011950050194071669
leaf_weight=54 53 52 99 96 71 57 53 54 52 53 63 784 58 62 365 58 86 95 57 54
leaf_count=54 53 52 99 96 71 57 53 54 52 53 63 784 58 62 365 58 86 95 57 54
internal_value=0 0.00326865 -0.0049064 0.0115639 0.0137856 0.0142788 0.00702135 0.0151999 0.0129256 0.0138115 0.0126631 0.0144097 0.0185741 0.0120613 0.0172272 0.0247552 0.015625 0.017356 -0.000650403 0.0172652
internal_weight=0 300 151 149 2076 2005 226 1779 1063 1011 958 847 716 173 662 116 546 460 111 111
internal_count=2376 300 151 149 2076 2005 226 1779 1063 1011 958 847 716 173 662 116 546 460 111 111
is_linear=0
shrinkage=0.146506


Tree=3267
num_leaves=21
num_cat=0
split_feature=4 3 39 150 0 4 12 133 150 0 4 14 0 3 0 12 4 3 3 3
split_gain=33.2552 9.80591 6.5947 2.71624 2.18525 2.39476 2.61456 1.96226 1.83224 2.83071 2.01451 1.80165 2.8752 1.59406 1.57131 1.14676 0.890969 0.823468 0.612646 0.258672
threshold=0.30163500000000004 0.11191000000000002 0.081875000000000017 0.081245000000000026 -0.065064999999999998 -0.44205499999999992 0.09525500000000002 0.087005000000000013 0.081245000000000026 -0.14989499999999997 0.053455000000000009 -0.42214499999999994 -0.080034999999999981 0.30112000000000005 -0.091174999999999992 0.091545000000000015 0.15484000000000003 -0.082254999999999981 -0.070889999999999995 -0.008649999999999998
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 2 4 11 8 15 -7 19 9 -1 17 -2 -13 -3 -10 -6 -12 -11 -8 -4
right_child=3 13 7 -5 5 6 18 -9 14 10 16 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0027598806785163951 0.0010463541562202852 0.001427912024904718 0.0018258447331964921 0.0013462443657211727 0.0025169480097513952 0.0010423911952213976 0.0021205062755883129 0.00088113905613700224 0.0013790154506623476 0.0022719037676791434 0.0015908082318200005 0.00072616477899984245 -0.00023520965787879197 0.00064899582894946092 0.0020899428958136863 0.0018483385502138709 0.0021179268388940541 0.0020943233717520709 0.0016481474936217251 0.0014899515670420335
leaf_weight=87 58 59 52 62 62 61 60 54 60 631 96 88 55 56 79 52 56 534 62 52
leaf_count=87 58 59 52 62 62 61 60 54 60 631 96 88 55 56 79 52 56 534 62 52
internal_value=0 0.00198653 0.00204048 0.000742041 0.00209607 0.00183605 0.00160149 0.00139287 0.0021461 0.00218199 0.00214379 0.000555495 0.000356159 0.00104892 0.00178332 0.00221228 0.00178524 0.00219054 0.00188074 0.00165824
internal_weight=0 2113 1998 263 1840 297 183 158 1543 1404 1317 201 143 115 139 114 152 1165 122 104
internal_count=2376 2113 1998 263 1840 297 183 158 1543 1404 1317 201 143 115 139 114 152 1165 122 104
is_linear=0
shrinkage=0.0032998


Tree=3268
num_leaves=20
num_cat=0
split_feature=1 1 52 47 52 1 1 0 457 1 0 51 159 0 49 0 1 51 42
split_gain=76.1093 16.4148 9.1542 7.81701 4.54988 3.75816 2.29921 4.61049 2.0703 1.36468 1.26119 1.00587 0.941415 0.86013 0.792569 0.643258 0.501484 0.445377 0.323539
threshold=0.11846000000000002 0.098370000000000027 -0.41304999999999997 0.085505000000000012 0.095415000000000014 0.13712000000000005 0.089625000000000024 -0.14989499999999997 0.079590000000000008 0.11181500000000001 -0.10023499999999998 0.11178000000000002 0.088800000000000004 -0.07385499999999999 0.093160000000000007 -0.077639999999999987 0.085595000000000018 -0.08569499999999998 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 8 -2 7 -1 9 -4 -8 12 14 18 16 -14 -9 -16 -12
right_child=3 2 4 -5 -6 -7 10 11 -10 -11 13 -13 15 -15 17 -17 -18 -19 -20
leaf_value=0.0033668072714983233 0.00067323002496859623 0.0027724784243394395 0.0012289082732864322 0.0014480923276715602 0.0023775853580957416 -0.00023363602076875934 0.0018047201964407837 0.0026651842461924147 0.0007733542946526022 0.0018293481400790705 0.0027206417941665387 0.0021909682305170045 0.0024923344690955785 0.0020366828556250107 0.0025855125621176383 0.0020177545909036854 0.0024221496285155245 0.0022494785529941523 0.002389535334028586
leaf_weight=80 101 78 98 80 52 98 54 897 61 72 54 81 82 59 80 52 107 100 90
leaf_count=80 101 78 98 80 52 98 54 897 61 72 54 81 82 59 80 52 107 100 90
internal_value=0 0.00241159 0.00177105 0.000576872 0.00149491 0.000226456 0.00254477 0.00259499 0.00129607 0.00148342 0.00225563 0.00255082 0.00257291 0.00237541 0.00260282 0.00230843 0.00263932 0.00239902 0.00251394
internal_weight=0 2097 361 279 283 199 1736 1479 231 170 257 1399 1318 203 1184 134 1004 180 144
internal_count=2376 2097 361 279 283 199 1736 1479 231 170 257 1399 1318 203 1184 134 1004 180 144
is_linear=0
shrinkage=0.0032998


Tree=3269
num_leaves=18
num_cat=0
split_feature=1 1 12 1 3 0 47 2 2 52 3 12 1 157 51 52 0
split_gain=34.5537 7.22846 5.02857 4.3486 2.71554 2.19049 1.59954 1.6679 1.59049 1.1989 0.989805 0.707733 1.26995 1.10798 0.829629 0.554367 0.435595
threshold=0.11846000000000002 0.098370000000000027 0.085090000000000013 0.14882500000000001 0.092330000000000009 -0.14989499999999997 0.085505000000000012 0.13880500000000004 0.12131500000000002 -0.088204999999999992 0.0025650000000000004 0.08870500000000002 0.089275000000000007 -0.060134999999999994 0.067785000000000012 0.0074400000000000013 -0.15503499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 6 5 -1 7 -2 11 -4 -3 12 14 -13 -7 -15 -12
right_child=3 2 9 -5 -6 8 -8 -9 -10 -11 16 13 -14 15 -16 -17 -18
leaf_value=0.0026934490357611788 0.0010934280153970779 0.0010501827828556158 0.0024061539956540725 -1.5065574648453209e-05 0.0014865237793529687 0.002243201082396631 0.0014460886338006019 0.00037810817668039123 0.0016482231976914267 0.0018233672226454663 0.0012951109009160155 0.001707943204097714 0.0017392553282449276 0.0020457230894434944 0.0026616037985580077 0.0022381716677483334 0.0017229803143882861
leaf_weight=85 101 97 69 54 65 668 69 55 67 89 52 73 52 346 57 323 54
leaf_count=85 101 97 69 54 65 668 69 55 67 89 52 73 52 346 57 323 54
internal_value=0 0.00206154 0.00163629 0.000825211 0.00214995 0.00217574 0.00102703 0.000841458 0.00214797 0.0020781 0.00129224 0.00216999 0.00224026 0.00209636 0.00227614 0.00213869 0.00151341
internal_weight=0 2097 361 279 1736 1671 225 156 1586 158 203 1519 777 742 725 669 106
internal_count=2376 2097 361 279 1736 1671 225 156 1586 158 203 1519 777 742 725 669 106
is_linear=0
shrinkage=0.0032998


Tree=3270
num_leaves=17
num_cat=0
split_feature=4 52 4 1210 1456 42 151 0 4 4 40 160 160 0 1456 0
split_gain=2.21976 1.21367 1.09491 0.775676 0.807447 0.725123 0.569641 0.519218 1.43632 0.616162 0.572168 0.414316 0.769106 0.537842 0.28208 0.134443
threshold=0.23590000000000003 0.044705000000000002 0.40780000000000005 -0.082214999999999983 -0.085589999999999986 0.077855000000000021 0.009020000000000002 -0.023359999999999995 -0.42305999999999994 -0.50775499999999985 -0.067184999999999981 -0.015149999999999999 -0.076689999999999994 -0.14733499999999997 -0.16825499999999996 -0.11073999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 14 -4 7 10 9 -9 -6 12 -12 -13 -5 -3
right_child=1 15 5 4 6 -7 -8 8 -10 -11 11 13 -14 -15 -16 -17
leaf_value=0.031052810016088232 -0.019753464760796702 0.02182565983785581 -0.0051496085554896074 0.021068265806699429 0.028713733046541016 0.014773582795037129 0.0041372116940729415 0.0064584072456601582 -0.0086253906334777721 0.026953810383537485 0.015243778762905457 0.030803734091360186 -0.00094240073537368884 0.016803576081569942 0.035477291935797059 0.011196631962286471
leaf_weight=77 59 52 89 64 82 70 94 57 67 71 324 63 78 976 55 52
leaf_count=77 59 52 89 64 82 70 94 57 67 71 324 63 78 976 55 52
internal_value=0 0.00350168 -0.00270467 0.0166113 0.0160346 0.00361177 0.0152649 0.0158729 0.0087382 0.0178392 0.0167853 0.0161055 0.0120993 0.017654 0.027741 0.0165262
internal_weight=0 322 218 2008 1931 159 1812 1718 195 128 1523 1441 402 1039 119 104
internal_count=2330 322 218 2008 1931 159 1812 1718 195 128 1523 1441 402 1039 119 104
is_linear=0
shrinkage=0.146506


Tree=3271
num_leaves=19
num_cat=0
split_feature=2 150 156 4 0 39 3 0 15 4 3 3 3 2 133 43 3 43
split_gain=2.06546 0.920711 1.02112 0.831476 0.853381 0.916107 0.970238 1.03602 0.672326 1.84637 0.846861 1.77952 0.676452 0.431071 0.405206 0.813483 0.75213 0.299821
threshold=0.10124000000000001 0.085395000000000013 0.086945000000000008 -0.26545999999999997 -0.037794999999999995 1.0000000180025095e-35 0.085315000000000016 -0.14910999999999999 1.0000000180025095e-35 -0.052894999999999991 0.096440000000000012 -0.0088599999999999981 0.14363500000000004 0.089005000000000015 -1.0000000180025095e-35 -0.11278499999999998 -0.073159999999999989 -0.045129999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 10 -10 11 14 -12 -9 -2 -16 17 -17
right_child=8 2 -4 4 -6 -7 -8 13 9 -11 12 -13 -14 -15 15 16 -18 -19
leaf_value=0.031543250543692211 -0.0021815846158812027 -0.0048731006283865433 0.019659125324486514 0.0376591863569141 -0.0032245296861564987 0.033278505114115869 -0.0042703080142806535 0.017427596336715163 0.012885352424477891 -0.025659799973920067 0.030303307595375372 -0.021337419678858105 0.0089691482353469517 0.010942117999558552 -0.006027752657202113 0.027381564254330817 -1.4284855729646933e-05 0.013864394283934222
leaf_weight=84 68 100 65 52 52 73 54 878 62 54 59 55 84 329 52 78 55 76
leaf_count=84 68 100 65 52 52 73 54 878 62 54 59 55 84 329 52 78 55 76
internal_value=0 0.01561 0.00478125 0.0167829 0.0159196 0.016639 0.0157126 0.016571 0.00545297 -0.00504405 0.0077666 0.0040324 0.0177827 0.0156612 0.0082785 0.01101 0.0152568 0.0207213
internal_weight=0 1687 165 1522 1438 1386 1313 1259 643 116 527 384 143 1207 329 261 209 154
internal_count=2330 1687 165 1522 1438 1386 1313 1259 643 116 527 384 143 1207 329 261 209 154
is_linear=0
shrinkage=0.152425


Tree=3272
num_leaves=24
num_cat=0
split_feature=1 3 2 2 1 15 123 16 16 1 48 3 3 11 2 133 16 16 3 15 15 3 15
split_gain=65.465 11.6776 7.38463 6.23077 2.94375 2.92783 2.02251 1.7244 3.44761 1.69936 1.60997 1.53525 2.10775 1.48933 1.08285 0.781538 0.730827 1.00208 0.664915 0.64711 0.464259 0.426037 0.325407
threshold=0.10557500000000002 -0.036004999999999988 0.11444000000000001 0.099675000000000014 0.095025000000000012 -0.021179999999999997 0.089295000000000013 0.25761500000000009 -0.015159999999999998 0.11570500000000002 -0.026004999999999997 0.31343500000000007 0.10632000000000001 1.0000000180025095e-35 0.089165000000000008 -0.083244999999999986 0.0070300000000000007 -0.0090499999999999973 -0.038414999999999998 -0.040804999999999994 -0.021179999999999997 -0.087784999999999988 -0.066639999999999991
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 9 4 10 6 11 8 18 -2 -1 12 -3 14 16 -16 17 -12 19 -5 -6 -17 -9
right_child=1 5 -4 7 20 -7 -8 22 -10 -11 13 -13 -14 -15 15 21 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0020044828284413846 0.0025591278779430655 0.00083210965510441498 0.00085006974680812669 0.0020053577121315462 0.0017915696896622937 -2.2889329496036101e-05 0.00030216453070705025 0.0025295355448298812 0.0012488784933434487 0.001785474631009123 0.0025830893501791446 0.00055621167832208495 0.0016718949415404792 0.0030467596421802036 0.0020755002823659918 0.0022375844447502812 0.0023003954419378875 0.0029109336374126852 0.0018007849509716315 0.002478132039633583 0.0022146053289473339 0.0025281075107589186 0.0021950588740395393
leaf_weight=57 62 75 68 63 59 52 60 53 68 58 655 60 54 64 68 71 78 117 53 61 53 241 80
leaf_count=57 62 75 68 63 59 52 60 53 68 58 655 60 54 64 68 71 78 117 53 61 53 241 80
internal_value=0 0.00106995 0.00170265 0.00240173 0.0024975 0.000674658 0.000820469 0.00203098 0.00186928 0.00218548 0.00253938 0.000984827 0.00118392 0.00256291 0.00253771 0.00239301 0.00260236 0.00263282 0.00210743 0.00223821 0.00199206 0.00246211 0.00232861
internal_weight=0 489 188 1841 1463 301 249 378 245 120 1351 189 129 1294 1230 380 850 772 177 124 112 312 133
internal_count=2330 489 188 1841 1463 301 249 378 245 120 1351 189 129 1294 1230 380 850 772 177 124 112 312 133
is_linear=0
shrinkage=0.0032351


Tree=3273
num_leaves=17
num_cat=0
split_feature=4 1 3 15 3 4 1 3 0 0 4 3 13 16 15 0
split_gain=22.8182 6.7654 5.93039 2.55031 2.17671 1.6519 1.07392 1.06459 1.43969 1.28634 1.20096 1.58359 1.14162 0.808307 0.622768 0.299369
threshold=0.30163500000000004 0.10124500000000002 -0.036004999999999988 -0.46319999999999995 0.0075150000000000008 -0.039459999999999995 0.13130500000000003 0.091170000000000015 -0.14989499999999997 0.040035000000000008 0.0053900000000000016 -0.057369999999999997 -0.08533499999999998 -0.054549999999999994 -0.54015999999999986 -0.11073999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 14 -4 -3 -5 8 -1 10 11 12 -10 15 -2 -12
right_child=3 2 4 6 -6 -7 -8 -9 9 -11 13 -13 -14 -15 -16 -17
leaf_value=0.0022792585786210965 0.00081740002873979855 0.0021503255227339401 0.00050961147535033536 0.00063324896242924979 0.0012385331689076424 0.001481168166088167 5.3104593995751882e-05 0.0014741751413094983 0.0020467938879185662 0.0014217343409512397 0.0019855637867101008 0.0024414524772485638 0.0018033084503708296 0.0014099330578018698 0.0013309405212258731 0.0016789986656505988
leaf_weight=79 52 71 83 85 97 94 59 91 278 84 56 54 891 103 52 101
leaf_count=79 52 71 83 85 97 94 59 91 278 84 56 54 891 103 52 101
internal_value=0 0.00173967 0.00131723 0.000680559 0.000902615 0.00176932 0.000395796 0.00182355 0.00184284 0.00182082 0.0018434 0.00188689 0.00186124 0.00163871 0.00107451 0.00178857
internal_weight=0 2082 345 248 180 165 144 1737 1646 1567 1483 1223 1169 260 104 157
internal_count=2330 2082 345 248 180 165 144 1737 1646 1567 1483 1223 1169 260 104 157
is_linear=0
shrinkage=0.0032998


Tree=3274
num_leaves=22
num_cat=0
split_feature=1 52 1 12 1 151 10 12 48 16 4 16 1 52 13 43 16 16 42 1 16
split_gain=52.4643 9.33161 4.0408 7.60396 4.01797 5.18176 2.21409 2.02431 1.64314 1.21796 1.18171 1.16791 1.11487 1.02136 0.837886 0.851842 0.82509 0.687573 0.663879 0.606482 0.265272
threshold=0.10557500000000002 -0.29521499999999995 0.12719000000000003 0.086885000000000004 0.092415000000000011 -0.00016499999999999997 -0.005834999999999999 0.10184000000000001 -0.023659999999999997 -0.06421499999999998 0.50657000000000008 0.21684500000000004 0.10024500000000001 -0.45478499999999994 -0.11122999999999998 0.0035900000000000007 -0.082219999999999988 -0.038799999999999994 0.10321000000000001 0.096300000000000011 -0.066704999999999987
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=4 -2 3 9 7 -6 -4 8 -1 -3 -8 14 19 -13 -10 17 -17 -16 20 -7 -9
right_child=1 2 6 -5 5 12 10 18 11 -11 -12 13 -14 -15 15 16 -18 -19 -20 -21 -22
leaf_value=0.0022430634093286339 0.0027675506236446725 0.0014438199353009704 0.00041707972663459949 0.0024050012816541665 0.0016165608804443905 0.0026334435892194407 0.0014890349697889394 0.0024361240487499767 0.0032734321204354747 0.00088191726220892652 0.00086149113257908989 0.0028663037394532106 0.0029652579166698375 0.0023291419249740312 0.0028150322578948703 0.0028313838467464505 0.0023867408250895397 0.0029957662740347809 0.0021615538109734144 0.0021920394092975848 0.0027427398602901725
leaf_weight=52 55 101 52 85 75 79 71 66 52 68 57 67 65 86 558 106 77 381 59 58 60
leaf_count=52 55 101 52 85 75 79 71 66 52 68 57 67 65 86 558 106 77 381 59 58 60
internal_value=0 0.00151157 0.00135232 0.00161532 0.00270386 0.00234393 0.000981021 0.00276759 0.00281039 0.00121793 0.00120985 0.0028326 0.00261382 0.0025646 0.00286749 0.00284865 0.00264448 0.0028884 0.00244837 0.00244682 0.00258241
internal_weight=0 489 434 254 1841 277 180 1564 1379 169 128 1327 202 153 1174 1122 183 939 185 137 126
internal_count=2330 489 434 254 1841 277 180 1564 1379 169 128 1327 202 153 1174 1122 183 939 185 137 126
is_linear=0
shrinkage=0.0032351


Tree=3275
num_leaves=23
num_cat=0
split_feature=1 52 1 3 49 47 156 16 52 1 1 133 3 1 47 4 16 16 4 51 16 51
split_gain=31.6835 10.2756 5.06861 3.30554 3.56626 1.33751 1.32496 1.83731 1.62273 1.41669 1.36137 1.56874 1.2573 0.789366 0.757603 1.18377 1.67609 0.723197 0.716497 0.662794 0.266803 0.239851
threshold=0.098420000000000021 -0.41304999999999997 0.12072500000000001 -0.029309999999999996 -0.05529499999999999 0.085505000000000012 -0.031569999999999994 0.041625000000000002 -0.14198999999999998 0.091275000000000009 0.081540000000000015 0.078935000000000019 0.0025650000000000004 0.14426500000000003 0.077555000000000013 0.005935000000000001 -0.12029499999999999 -0.073774999999999993 0.26450500000000005 0.081440000000000026 -0.41574999999999995 -0.023524999999999997
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=6 -2 3 18 -5 13 -1 8 -8 14 11 -9 -6 20 15 19 -17 -11 -3 -10 -4 -13
right_child=1 2 5 4 12 -7 7 10 9 17 -12 21 -14 -15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.002534540387594016 0.0022984797899647997 0.0019693102963791627 0.00059791010982655963 0.0017027216606091736 0.00037644166118446724 0.0011658374705079749 0.0027259726091759108 0.0014342200996082365 0.0022441718250138473 0.0015247958109285624 0.0023069643071869416 0.0021539456656571813 0.0010664836521190977 0.0008977095414410514 0.0024810472623302739 0.0021303033929757566 0.001413366576863768 0.0020217970120095497 0.0014713673512207336 0.001999551012376572 0.00027552741895002183 0.001865528746459342
leaf_weight=88 93 83 56 67 54 62 55 95 761 54 64 58 62 63 87 110 53 81 52 147 57 77
leaf_count=88 93 83 56 67 54 62 55 95 761 54 64 58 62 63 87 110 53 81 52 147 57 77
internal_value=0 0.00128289 0.00111296 0.00138565 0.00109619 0.000748451 0.00213804 0.00211677 0.00216849 0.00214475 0.00187951 0.00176042 0.000745561 0.000601217 0.0021822 0.00215789 0.00189741 0.00182326 0.00177777 0.00220461 0.000435604 0.0019897
internal_weight=0 649 556 318 183 238 1730 1642 1348 1293 294 230 116 176 1158 1071 163 135 135 908 113 135
internal_count=2379 649 556 318 183 238 1730 1642 1348 1293 294 230 116 176 1158 1071 163 135 135 908 113 135
is_linear=0
shrinkage=0.0032998


Tree=3276
num_leaves=21
num_cat=0
split_feature=4 2 12 2 2 2 150 52 13 4 1419 4 475 4 12 52 159 52 2 4
split_gain=23.357 8.00975 3.5915 3.94452 6.7808 1.93704 1.49537 1.24824 0.9786 0.850937 1.26822 1.10477 0.990494 0.879576 0.603942 0.567939 0.511975 0.499476 0.305469 0.298491
threshold=0.36766000000000004 0.13106000000000004 0.054520000000000006 0.10255500000000002 -0.007134999999999999 0.092155000000000015 0.082295000000000021 -0.067799999999999985 -0.079299999999999995 0.0015850000000000003 0.082370000000000013 -0.15618499999999999 -0.085734999999999992 -0.082249999999999976 0.10321000000000001 -0.014149999999999998 0.085035000000000013 0.0029250000000000005 0.12551500000000002 0.057265000000000003
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 2 3 4 -1 7 8 -6 -2 10 11 -4 -13 -14 16 -5 17 19 -10 -11
right_child=6 -3 9 15 5 -7 -8 -9 18 14 -12 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0011335212927249809 0.0011443610365002505 0.0011765807653709825 0.0018583736955692545 0.0011770327287738641 0.0023404827673309645 0.0019570805060308539 0.0014613387614975108 0.0030310902937668487 0.0008383425142105737 0.0016960606204702107 0.002696581109018078 0.0026580883577823535 0.0023561457678234763 0.0021491124983776689 0.0017694442383634065 0.0016255002200641464 0.0023972249487562462 0.0022247081171530483 0.00048612738417411059 0.0020533953321083972
leaf_weight=63 85 103 95 76 65 72 64 52 57 52 60 57 319 788 74 53 55 83 52 54
leaf_count=63 85 103 95 76 65 72 64 52 57 52 60 57 319 788 74 53 55 83 52 54
internal_value=0 0.00207492 0.00212075 0.00183163 0.00207212 0.00238481 0.00102312 0.00264772 0.000878378 0.00218802 0.00222525 0.00220276 0.00223084 0.0022088 0.00203351 0.00136156 0.00211345 0.00203069 0.000670636 0.00187843
internal_weight=0 2121 2018 381 252 189 258 117 194 1637 1319 1259 1164 1107 318 129 244 189 109 106
internal_count=2379 2121 2018 381 252 189 258 117 194 1637 1319 1259 1164 1107 318 129 244 189 109 106
is_linear=0
shrinkage=0.0032998


Tree=3277
num_leaves=18
num_cat=0
split_feature=4 10 13 13 475 1455 42 13 12 12 4 13 159 13 16 4 403
split_gain=1.27425 0.76959 0.73574 0.775573 0.714392 0.739188 0.791099 1.02226 1.17039 0.812963 0.733435 0.562434 0.424133 0.392114 0.293878 0.27154 0.266592
threshold=0.36766000000000004 -0.0087699999999999983 -0.080299999999999996 -1.0000000180025095e-35 0.068270000000000011 -1.0000000180025095e-35 -0.0015249999999999999 -0.057284999999999996 -0.007389999999999999 -0.013764999999999998 -0.080429999999999988 -0.16392499999999996 -0.083114999999999981 0.055020000000000006 -0.065564999999999984 0.50373500000000015 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -3 9 11 -9 -7 -10 -8 -13 16 -15 -5 -11
right_child=2 4 3 15 -6 6 7 8 10 13 -12 12 -14 14 -16 -17 -18
leaf_value=0.035616592476023411 0.016935109029914689 0.030230936884207343 -0.01522292770680035 -0.0001700184143288045 0.035600156614817594 0.038091472281122397 0.0047477203786018213 -0.013390148680133739 0.018566867341581587 0.025996035197252507 0.0040779362634387091 0.010068357617690137 0.019869686684505481 0.017607692923526468 0.0028152385514243852 0.015687459954092649 0.018023086183125366
leaf_weight=59 100 99 54 52 52 61 81 55 163 183 176 127 694 85 53 52 233
leaf_count=59 100 99 54 52 52 61 81 55 163 183 176 127 694 85 53 52 233
internal_value=0 0.0180812 0.00649891 -9.57667e-05 0.0175787 0.0171116 0.0164311 0.014248 0.00763365 0.0210288 0.0110495 0.0171354 0.0183555 0.0191471 0.0119386 0.00774276 0.0215344
internal_weight=0 2121 258 158 2062 2010 1911 1296 394 615 339 902 821 554 138 104 416
internal_count=2379 2121 258 158 2062 2010 1911 1296 394 615 339 902 821 554 138 104 416
is_linear=0
shrinkage=0.155474


Tree=3278
num_leaves=17
num_cat=0
split_feature=4 13 123 0 4 151 0 4 15 157 13 16 42 0 4 4
split_gain=32.7842 6.67891 4.34989 3.1253 6.78826 2.99515 3.72032 2.69568 2.2859 2.22519 1.68028 1.49207 1.09754 0.789507 0.747399 0.123901
threshold=0.30163500000000004 -0.16392499999999996 1.0000000180025095e-35 -0.030209999999999997 -0.42305999999999994 0.009020000000000002 -0.14989499999999997 0.005935000000000001 -0.41606999999999994 -0.0045449999999999996 -1.0000000180025095e-35 -0.123625 0.08733500000000001 -0.078964999999999994 0.41488500000000006 -0.0018299999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 9 6 15 12 10 -5 -2 -9 -8 -4 -10 -3
right_child=8 2 13 4 -6 -7 7 11 14 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0014582489897401935 0.0011229696374098284 0.0032257755902531078 0.0020701800565378478 0.0029503090980074614 0.0011152961166473701 0.0017991363880849908 0.0026008450072556705 0.0024982369970148245 0.001018845849913309 0.0020463872631346948 0.0018525367030705177 0.0020101874740016948 0.0023967275069197501 0.0015291036485486377 0.00046548662818066068 0.0029802144095545931
leaf_weight=88 103 52 55 56 61 70 787 105 53 64 52 200 462 65 54 52
leaf_count=88 103 52 55 56 61 70 787 105 53 64 52 200 462 65 54 52
internal_value=0 0.00234926 0.00238788 0.00242624 0.00201265 0.00246954 0.00249782 0.00245728 0.0011116 0.00246851 0.00136795 0.00217832 0.00252537 0.00177739 0.00073991 0.00310333
internal_weight=0 2117 2029 1909 181 1728 1658 1554 262 120 155 305 1249 120 107 104
internal_count=2379 2117 2029 1909 181 1728 1658 1554 262 120 155 305 1249 120 107 104
is_linear=0
shrinkage=0.0032998


Tree=3279
num_leaves=18
num_cat=0
split_feature=2 10 159 481 4 15 52 52 16 1446 2 2 2 2 4 15 4
split_gain=1.1179 1.13874 0.88894 0.775731 0.60521 0.98344 0.779336 0.603956 0.655223 0.969781 0.584713 0.579021 0.529037 0.482145 0.399116 0.303618 0.188491
threshold=0.10188000000000001 0.046740000000000011 -0.019465 -0.087234999999999993 -0.048624999999999995 -0.029334999999999996 -0.26738999999999996 -0.5335399999999999 0.25032500000000008 0.08826500000000001 -0.023999999999999997 0.15355500000000002 0.10859000000000001 0.13443000000000002 0.065590000000000009 -0.083359999999999976 -0.14236999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 12 6 -6 -5 9 10 -9 13 -4 15 -12 -8 -14
right_child=2 -3 4 7 5 -7 11 8 -10 -11 14 -13 16 -15 -16 -17 -18
leaf_value=0.0022953995630402512 -0.0058440856516335845 -0.00327225428849057 0.031895143224365936 0.034637233359857182 0.027128605152790582 -0.010660644807962041 0.0045351275568999384 0.033395932851070495 0.0059018194308755826 0.036261323640171324 0.016542254920734856 0.023032036346316297 0.0069490569311286103 -0.0074040502768061385 0.026455488925919951 0.017097606184691742 0.019930016105433532
leaf_weight=71 75 61 55 53 62 53 132 55 97 71 1212 52 53 54 103 68 52
leaf_count=71 75 61 55 53 62 53 132 55 97 71 1212 52 53 54 103 68 52
internal_value=0 0.0171591 0.00975846 0.01791 0.0117754 0.00873565 0.0115336 0.0186058 0.0180523 0.0188691 0.0179665 0.00836846 0.0197634 0.00536006 0.01732 0.00881451 0.0133932
internal_weight=0 1723 656 1662 581 421 368 1591 1538 1441 1370 306 160 254 1315 200 105
internal_count=2379 1723 656 1662 581 421 368 1591 1538 1441 1370 306 160 254 1315 200 105
is_linear=0
shrinkage=0.152425


Tree=3280
num_leaves=13
num_cat=0
split_feature=40 4 403 1210 12 4 0 12 40 124 12 0
split_gain=1.13543 0.585987 0.612278 0.657881 0.758825 0.546226 0.758259 0.804169 0.850452 0.640413 0.535642 0.32546
threshold=0.0064400000000000004 -0.51381999999999983 -0.54045999999999983 -0.064344999999999999 0.088965000000000002 0.27161500000000005 -0.23029499999999997 0.083885000000000015 -0.061244999999999994 -0.013479999999999999 0.084405000000000022 -0.10803999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 8 -8 -7 -9 -11
right_child=-2 2 3 5 -6 9 7 10 -10 11 -12 -13
leaf_value=0.026317130310880427 -0.010604043200510447 0.025856743584023047 0.0099945236321137467 0.028909171639175352 -0.013315337326974099 0.018599723793548944 0.01592352283136041 0.026806993769420626 0.0015062127110851301 0.006224278573790939 0.012392358297372617 -0.0061690771132528318
leaf_weight=53 53 56 69 54 53 52 124 58 302 93 1303 89
leaf_count=53 53 56 69 54 53 52 124 58 302 93 1303 89
internal_value=0 0.0110699 0.0107105 0.0103237 -0.000119072 0.0109385 0.0117864 0.0112681 0.00570647 0.00426067 0.0130078 0.000155198
internal_weight=0 2306 2253 2197 122 2075 1841 1787 426 234 1361 182
internal_count=2359 2306 2253 2197 122 2075 1841 1787 426 234 1361 182
is_linear=0
shrinkage=0.146506


Tree=3281
num_leaves=23
num_cat=0
split_feature=133 50 12 2 130 2 150 133 4 133 51 43 4 394 50 51 2 4 13 51 483 15
split_gain=0.791373 0.968947 1.16744 1.20156 0.732886 0.668224 0.677098 0.63388 1.1117 0.60965 0.56616 0.635734 0.503302 0.4565 0.392983 0.899043 0.366715 0.363538 0.269502 0.351348 0.327281 0.195835
threshold=0.078935000000000019 0.086295000000000011 -0.095379999999999979 0.13752500000000004 -0.004324999999999999 0.12131500000000002 0.11456000000000001 0.11588000000000002 -0.08397499999999998 0.15915500000000002 -0.085504999999999984 -0.077274999999999996 -0.074934999999999988 -0.081209999999999991 0.11875500000000001 0.10614000000000001 0.08920500000000002 -0.080954999999999985 -0.075679999999999983 -0.014989999999999998 0.0015150000000000003 0.088380000000000014
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 2 -1 4 13 6 12 8 -2 -9 -10 18 -6 -4 15 21 17 -11 19 -12 -21 -3
right_child=7 14 3 -5 5 -7 -8 9 10 16 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.015542926807791567 0.039886274076810557 0.0061210790123587423 0.027314506534190403 -0.014203626140474334 0.002488358578809937 0.024848539792105495 -0.012131903602035149 -0.0080271353977397347 0.026307672275472916 0.01442060904562077 3.9439188978746564e-05 0.028769816754717664 0.010194824656440591 0.0089566855009013593 0.0076798644967494348 0.03879434988758549 0.019475326712897659 -0.0032945370285509764 -0.0011991953681375297 0.019383606060281278 0.0040574470255083624 0.019704910412002102
leaf_weight=65 55 55 83 68 408 53 54 53 95 65 57 52 533 67 82 56 94 61 57 130 54 62
leaf_count=65 55 55 83 68 408 53 54 53 95 65 57 52 533 67 82 56 94 61 57 130 54 62
internal_value=0 0.00780038 0.00601335 0.0071215 0.00833341 0.00678693 0.00582308 0.0142439 0.0177378 0.00783829 0.0149964 0.0119212 0.00685532 0.0191264 0.0171211 0.021586 0.0116684 0.00583025 0.00897526 0.011389 0.0148953 0.0133344
internal_weight=0 1586 1331 1266 1198 1048 995 773 500 273 445 350 941 150 255 173 220 126 298 241 184 117
internal_count=2359 1586 1331 1266 1198 1048 995 773 500 273 445 350 941 150 255 173 220 126 298 241 184 117
is_linear=0
shrinkage=0.16499


Tree=3282
num_leaves=10
num_cat=0
split_feature=1 50 376 124 1186 39 147 150 15
split_gain=0.83718 0.592159 0.680578 0.897878 0.592427 0.929593 0.797207 0.757948 0.201062
threshold=0.13554500000000003 -0.23452499999999996 0.084195000000000006 -0.085124999999999992 0.0044650000000000011 0.085245000000000015 0.090425000000000019 -0.086544999999999983 -0.40992999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -2
right_child=8 2 -4 4 -6 -7 -8 -9 -10
leaf_value=0.02369363312707469 0.0022477232295697791 -0.011055520001930937 0.023293701837142206 0.026844387028432306 -0.005602776257093922 0.026487953240486417 -0.011313956541130338 0.0081910930881458482 -0.010536151259328415
leaf_weight=68 60 64 77 59 76 76 53 1757 69
leaf_count=68 60 64 77 59 76 76 53 1757 69
internal_value=0 0.00881711 0.00834841 0.00779565 0.00839347 0.00894126 0.00822682 0.00879807 -0.00457678
internal_weight=0 2230 2162 2085 2021 1945 1869 1816 129
internal_count=2359 2230 2162 2085 2021 1945 1869 1816 129
is_linear=0
shrinkage=0.161755


Tree=3283
num_leaves=27
num_cat=0
split_feature=1 1 12 13 13 457 16 43 12 4 42 1 12 4 42 16 43 42 1 43 51 4 42 4 51 160
split_gain=28.8818 8.05832 6.26732 2.68432 2.58509 1.99973 2.1708 1.9933 1.63688 1.5046 1.21478 0.81496 1.67073 2.20997 1.66602 1.32945 2.78467 0.899362 0.64461 0.6837 0.592974 0.640437 0.424353 0.421608 0.314634 0.302904
threshold=0.12337000000000002 0.08956500000000002 0.085845000000000019 -0.090744999999999978 -0.15078499999999997 0.084650000000000017 -0.16238499999999997 -0.012149999999999999 -1.0000000180025095e-35 -0.013324999999999998 0.11902500000000001 1.0000000180025095e-35 0.086160000000000014 -0.13833499999999996 0.085495000000000015 -0.0011349999999999999 -0.0045949999999999993 -0.079234999999999986 0.097480000000000011 -0.040789999999999993 0.11293000000000002 0.053455000000000009 0.084945000000000007 0.17982000000000001 -0.085504999999999984 -0.013514999999999998
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 10 3 -3 -2 6 -5 -8 -6 18 11 15 13 -13 -14 20 17 -17 19 -4 21 24 -19 -23 -1 -11
right_child=4 2 9 5 8 -7 7 -9 -10 25 -12 12 14 -15 -16 16 -18 22 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=0.0024310481205418095 0.0001260506045320021 0.00062031735154558822 0.0017247815487885386 0.001021736574206063 0.0005288199365325796 0.00085778075972893107 0.0014328412146037139 0.0021975278698987042 0.0012477913977848927 0.001843469707334068 0.0015839949281086056 0.0030139815595990652 0.0023346101097000494 0.0021795238540163989 0.0015317761741551967 0.0023763622904678186 0.0011731875511140737 0.0016588420107126009 0.0023458431398172457 0.0021991272902166822 0.0017783295752816736 0.0017341146600957774 0.0020025879466808835 0.0021358101217233473 0.0021631705227082429 0.0015059551471444943
leaf_weight=54 68 53 65 55 65 52 80 70 74 53 53 56 61 92 53 58 52 56 82 70 52 64 143 54 655 69
leaf_count=54 68 53 65 55 65 52 80 70 74 53 53 56 61 92 53 58 52 56 82 70 52 64 143 54 655 69
internal_value=0 0.00194464 0.00163709 0.00129765 0.000653873 0.0014372 0.001584 0.00178993 0.000911835 0.00194739 0.00207741 0.00209542 0.00226336 0.0024955 0.00196167 0.00205835 0.00187122 0.00201231 0.00211281 0.001971 0.0021241 0.0021458 0.00190603 0.00191824 0.00218362 0.00165287
internal_weight=0 2152 649 310 207 257 205 150 139 339 1503 1450 262 148 114 1188 309 257 217 135 879 827 199 118 709 122
internal_count=2359 2152 649 310 207 257 205 150 139 339 1503 1450 262 148 114 1188 309 257 217 135 879 827 199 118 709 122
is_linear=0
shrinkage=0.0032998


Tree=3284
num_leaves=25
num_cat=0
split_feature=12 4 4 2 2 2 2 4 12 158 2 4 4 2 4 42 12 13 2 1213 481 475 52 42
split_gain=31.7394 10.5497 6.99668 5.5025 6.64097 3.7107 1.89134 1.1778 1.15878 0.909406 0.855021 0.849622 1.05327 0.69445 0.718971 1.10669 0.673072 0.603251 0.586896 0.573393 0.74658 0.464615 0.420339 0.123851
threshold=0.077755000000000005 0.36766000000000004 0.27161500000000005 0.10859000000000001 -0.0091949999999999983 0.094955000000000025 0.12358500000000001 -0.013929999999999998 0.090465000000000004 0.081640000000000018 0.10686000000000002 -0.16270999999999997 0.032965000000000001 0.084275000000000003 -0.085574999999999984 0.087075000000000014 0.083885000000000015 -0.076494999999999994 0.12708000000000003 0.084950000000000012 -0.0085049999999999987 -0.065099999999999977 -0.086814999999999989 0.084130000000000024
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 6 3 4 -1 22 8 -7 13 11 -4 -10 21 14 -2 23 -15 -5 -12 20 -18 -13 -6 -16
right_child=1 -3 10 17 5 7 -8 -9 9 -11 18 12 -14 16 15 -17 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00082430937488743464 0.0028241686841943055 0.00089233448839963806 0.00052685973467374281 0.00080680044883787896 0.0026774023995707976 0.001957322865060914 0.0016918212580516753 0.0012830931657789961 0.001803128300513898 0.002578511623161923 0.0012529902833829387 0.0025731346472778927 0.0019064073139745492 0.0020089880303654716 0.0027158202759243123 0.0021145951134890891 0.0027229744083997181 0.0012571384051635692 0.00079049401827255771 0.0020634211433031486 0.0023521229712418234 0.0022417338864635069 0.0022937452240716603 0.0024935618178915154
leaf_weight=57 70 61 64 65 52 59 56 55 61 69 55 53 102 65 73 76 71 66 67 61 402 460 85 54
leaf_count=57 70 61 64 65 52 59 56 55 61 69 55 53 102 65 73 76 71 66 67 61 402 460 85 54
internal_value=0 0.0022412 0.00137369 0.00160104 0.00184212 0.00207311 0.00229037 0.00163235 0.00231107 0.00221487 0.00083692 0.0021777 0.00221479 0.00239323 0.00253265 0.00243196 0.00232962 0.00103396 0.000999285 0.00236858 0.00240786 0.00227604 0.00243962 0.00262159
internal_weight=0 1734 625 439 308 251 1673 114 1617 745 186 676 615 872 273 203 599 131 122 534 473 513 137 127
internal_count=2359 1734 625 439 308 251 1673 114 1617 745 186 676 615 872 273 203 599 131 122 534 473 513 137 127
is_linear=0
shrinkage=0.0032998


Tree=3285
num_leaves=16
num_cat=0
split_feature=1 0 13 156 0 0 40 41 16 3 1456 3 13 52 1
split_gain=2.09564 0.849393 0.789255 0.648832 0.660167 0.884241 0.856239 0.763957 1.00763 0.566244 0.556981 0.484711 1.31377 0.367145 0.496396
threshold=0.11846000000000002 -0.0088949999999999984 0.26482500000000003 0.10788500000000002 -0.11169999999999998 -0.099059999999999995 -0.0095299999999999985 1.0000000180025095e-35 -0.015159999999999998 -0.12595999999999999 -0.16130999999999998 -0.049204999999999992 -0.079299999999999995 -0.034054999999999995 0.089840000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 7 -6 -7 8 13 -8 -11 -2 -13 -1 -15
right_child=1 -3 -4 -5 5 6 9 -9 -10 10 -12 12 -14 14 -16
leaf_value=0.015789622785420336 0.014110864139480891 -0.020823297971830676 0.030609697799888376 0.023700217473595724 0.027940930762836165 -0.0073137290404015681 -0.00078312995014461438 0.020341205939660503 -0.019773304036513312 -0.0034677862977472219 0.013079798468098284 0.010334704516438654 -0.017665158200141935 0.0089655370229123101 -0.010610257376511445
leaf_weight=57 56 54 54 99 81 62 86 56 52 53 1352 89 80 76 57
leaf_count=57 56 54 54 99 81 62 86 56 52 53 1352 89 80 76 57
internal_value=0 -0.0029605 0.0116695 0.0111651 0.0105219 0.0117742 0.01093 0.00364933 -0.000206257 0.0116897 0.0124544 0.00131904 -0.00290965 0.00514002 0.000563182
internal_weight=0 279 2085 2031 1932 1634 1553 298 242 1491 1405 225 169 190 133
internal_count=2364 279 2085 2031 1932 1634 1553 298 242 1491 1405 225 169 190 133
is_linear=0
shrinkage=0.158583


Tree=3286
num_leaves=13
num_cat=0
split_feature=1 11 49 160 39 151 151 48 151 41 52 1
split_gain=1.44962 0.639906 0.394124 0.523333 0.436755 0.383522 0.718095 0.633036 0.796173 0.354488 0.40021 0.091529
threshold=0.11846000000000002 0.08976000000000002 -0.029539999999999997 -0.066494999999999985 0.095070000000000016 -0.15243999999999999 -0.086944999999999981 -0.068459999999999979 0.08357500000000001 1.0000000180025095e-35 -0.050359999999999995 0.13584500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 11 -1 -7 -8 9 10 -9 -5
right_child=2 -3 3 4 -6 6 7 8 -10 -11 -12 -13
leaf_value=0.021760768131081187 -0.015213646496775916 0.026668508524818862 -0.012412045384704789 0.0036732978637934195 0.017223392868544081 -0.0043255422491232454 0.02555666158464312 0.0051384900653869874 -0.0079856041555263664 0.019745394140162385 0.010837382354182884 -0.0055594623656564316
leaf_weight=64 52 58 61 61 53 100 64 443 68 90 1198 52
leaf_count=64 52 58 61 61 53 100 64 443 68 90 1198 52
internal_value=0 0.00989991 -0.00251049 0.000391883 0.00510734 0.00941925 0.009016 0.00973305 0.00916916 0.00984406 0.00929998 -0.000560124
internal_weight=0 2085 279 227 166 2027 1963 1863 1799 1731 1641 113
internal_count=2364 2085 279 227 166 2027 1963 1863 1799 1731 1641 113
is_linear=0
shrinkage=0.161755


Tree=3287
num_leaves=12
num_cat=0
split_feature=31 1 0 39 14 0 1 41 1212 403 0
split_gain=1.4994 0.589022 0.77612 0.614538 0.567069 0.750108 1.0606 0.548018 0.424127 0.607219 0.425707
threshold=-0.019269999999999999 0.12500000000000003 -0.10490499999999998 0.0095750000000000019 -0.10708499999999999 -0.15270499999999995 0.087840000000000015 1.0000000180025095e-35 0.12218000000000002 -0.53317999999999988 -0.10891999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 -6 8 9 -7 -11
right_child=1 2 3 -5 5 7 -8 -9 -10 10 -12
leaf_value=-0.01644353580332281 0.022381824368927696 0.014284400294616039 -0.01694204639313553 0.0038124986198740736 0.012668198822672148 -0.0070331826994604685 -0.013939807259042661 0.020515061594070506 0.020955452191812985 0.0003455562615534304 0.008516304868070446
leaf_weight=62 58 52 69 59 56 64 83 77 52 157 1575
leaf_count=62 58 52 69 59 56 64 83 77 52 157 1575
internal_value=0 0.00709918 -0.00110047 -0.00736304 0.00779548 0.00738481 -0.00320856 0.00815057 0.00763452 0.00724794 0.00777657
internal_weight=0 2302 180 128 2122 2064 139 1925 1848 1796 1732
internal_count=2364 2302 180 128 2122 2064 139 1925 1848 1796 1732
is_linear=0
shrinkage=0.149437


Tree=3288
num_leaves=21
num_cat=0
split_feature=4 12 2 2 4 2 2 4 4 3 3 16 48 4 2 12 479 50 2 0
split_gain=60.3755 16.1758 8.19343 7.70452 6.32513 4.43563 3.60366 3.39099 2.11223 2.04093 1.43272 1.41037 1.36433 1.21384 1.37624 1.02009 0.750362 0.688684 0.54981 0.290311
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 -0.0091949999999999983 -0.062804999999999986 0.12162000000000002 0.14794000000000004 0.053255000000000004 -0.00076499999999999995 -0.14162499999999997 -0.096099999999999977 -0.13644999999999999 0.085700000000000012 0.50973500000000016 0.11067500000000001 0.088965000000000002 1.0000000180025095e-35 0.12149000000000001 0.090000000000000011 -0.11169999999999998
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 2 3 -1 -5 7 13 9 -6 15 18 19 -4 14 -2 -3 17 -12 -11 -9
right_child=6 5 12 4 8 -7 -8 11 -10 10 16 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0013046427395789477 0.00059486794328469353 0.0030090732727959674 0.0010440843120909746 0.0034392094873375639 0.0018105010937443302 0.0019450105325447783 0.00024999772740392438 0.0029020366159232076 0.0026098556506505407 0.0027520170044443254 0.0029411453995707767 0.0021367543285076849 0.0017346187089702103 0.0015095447079692531 0.001324492809451389 0.0035968874221506786 0.0025567971296911272 0.003321631375457941 0.002307386684119608 0.0025429261287709132
leaf_weight=53 52 59 55 82 59 56 53 52 94 78 1080 80 73 88 62 74 54 56 52 52
leaf_count=53 52 59 55 82 59 56 53 52 94 78 1080 80 73 88 62 74 54 56 52 52
internal_value=0 0.00271682 0.0021335 0.00244241 0.00269886 0.00286014 0.00101666 0.00289142 0.00230184 0.00294499 0.00290553 0.0024682 0.00143818 0.00121763 0.000991991 0.00333639 0.00294167 0.00295993 0.00257444 0.00272282
internal_weight=0 2109 416 288 235 1693 255 1637 153 1453 1320 184 128 202 114 133 1190 1136 130 104
internal_count=2364 2109 416 288 235 1693 255 1637 153 1453 1320 184 128 202 114 133 1190 1136 130 104
is_linear=0
shrinkage=0.0032998


Tree=3289
num_leaves=28
num_cat=0
split_feature=2 12 13 2 2 2 2 2 16 3 16 12 2 43 403 2 12 3 16 13 43 12 16 16 16 2 402
split_gain=45.5437 23.3779 8.65934 6.10221 3.84636 3.17235 2.22823 2.10634 1.81884 1.05533 1.76337 0.996847 1.16036 0.820715 0.937517 0.678366 0.981284 0.551278 0.546969 0.533825 0.510484 0.643224 0.563086 0.49536 0.481479 0.442594 0.320291
threshold=0.13290500000000002 1.0000000180025095e-35 -0.0042049999999999995 0.10859000000000001 0.17576500000000003 0.090000000000000011 -1.0000000180025095e-35 0.10672500000000001 -0.038799999999999994 -0.097224999999999992 0.39524000000000009 0.087905000000000025 0.082130000000000022 -0.083669999999999981 -1.0000000180025095e-35 0.084305000000000005 0.089545000000000013 0.0075150000000000008 0.21684500000000004 -0.05176999999999999 0.0032700000000000003 0.090465000000000004 -0.077229999999999979 0.014185000000000001 -0.0073349999999999986 0.087245000000000003 -0.0063199999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 8 17 11 -1 -8 -4 10 -7 12 -3 -11 -15 20 -17 -2 19 -16 21 -13 -23 -10 25 26 -14
right_child=4 5 3 -5 -6 9 7 -9 23 13 -12 15 24 14 18 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.00053455880727277941 0.00087791845710198928 0.0028105622363669936 0.0017311698563213258 0.00099730776993730945 -0.00038046987093881811 0.0015777815314349335 0.0017144614548051059 0.00082786108773145691 0.0026212993211403367 0.0024349616606968573 0.0022962544086500298 0.0024065240883262176 0.0026353530126433954 0.0023805283917586739 0.0022096728365165719 0.0021835227634050517 0.0026744295418956042 0.00043549779560796571 0.0017392606394362343 0.0018309643178219676 0.002445054615502716 0.0018016412917765613 0.002165430057385718 0.0021944882359179402 0.0021922956755125126 0.0026927872463361289 0.0023497657509121044
leaf_weight=86 69 100 78 70 53 97 54 64 53 101 61 75 56 93 126 82 100 56 70 62 78 70 147 72 88 78 225
leaf_count=86 69 100 78 70 53 97 54 64 53 101 61 75 56 93 126 82 100 56 70 62 78 70 147 72 88 78 225
internal_value=0 0.00210005 0.00145393 0.00183839 0.000364041 0.00228036 0.000939248 0.00123389 0.00212825 0.00208907 0.00185539 0.00238651 0.00248708 0.00217068 0.00209453 0.00228678 0.00245345 0.000679996 0.00199131 0.00208497 0.00220471 0.00214039 0.00204824 0.00237574 0.00241464 0.00246904 0.00240681
internal_weight=0 2186 477 273 178 1709 204 118 203 610 158 1099 547 452 351 552 182 125 258 188 370 292 217 125 447 359 281
internal_count=2364 2186 477 273 178 1709 204 118 203 610 158 1099 547 452 351 552 182 125 258 188 370 292 217 125 447 359 281
is_linear=0
shrinkage=0.0032998


Tree=3290
num_leaves=24
num_cat=0
split_feature=1 1 14 16 1 47 51 1 43 16 16 1 1 16 16 157 16 50 43 480 1446 43 43
split_gain=36.3725 7.01907 3.90732 3.80873 2.43646 1.88385 1.67813 1.95002 1.42459 1.33639 1.30396 1.28071 0.821997 0.708651 1.32055 0.88888 0.819924 0.645735 0.630881 0.448496 0.6527 0.192246 0.0559861
threshold=0.10141500000000002 0.12541500000000003 0.062655000000000016 0.51148500000000008 0.14846500000000004 0.078345000000000012 0.078435000000000019 0.077800000000000022 -0.0070549999999999996 -0.28430999999999995 -0.0011349999999999999 0.093505000000000019 0.10882500000000002 0.081265000000000018 0.21684500000000004 -0.027269999999999996 0.041625000000000002 0.10517000000000001 0.26667500000000005 0.086995000000000017 0.083715000000000026 -0.0041999999999999997 -0.084454999999999988
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 3 6 5 8 9 10 17 -3 -2 11 18 -11 16 -15 -16 22 -8 19 20 -1 -17 -12
right_child=1 4 -4 -5 -6 -7 7 -9 -10 12 13 -13 -14 14 15 21 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0024874003335088801 0.0017692609383632954 0.00078501242301705365 0.0031314120173021177 0.002488928063387194 0.00034532982851574696 0.0019563577688183863 0.0024941530465379422 0.0016240052860275558 0.0014225817971241412 0.0009352937624183611 0.0021398530303833345 0.0020602702894111724 0.0014277849582026443 0.002740125464698344 0.0025690809972915688 0.0021683982607862374 0.0017349810237002928 0.0020447086224951432 0.0021442319212859082 0.0021998036620199243 0.0028444872331178641 0.0019232633949443061 0.002308514537714692
leaf_weight=797 67 64 68 54 53 87 75 70 87 63 52 87 83 63 52 94 56 63 59 53 59 58 52
leaf_count=797 67 64 68 54 53 87 75 70 87 63 52 87 83 63 52 94 56 63 59 53 59 58 52
internal_value=0 0.00142137 0.00236957 0.00169693 0.000943024 0.00155426 0.0023389 0.00206552 0.00115258 0.00138986 0.00237725 0.00243864 0.00121551 0.00222548 0.00232847 0.00220118 0.00205339 0.00228922 0.00247261 0.00249389 0.00251205 0.00207509 0.00222452
internal_weight=0 558 1758 354 204 300 1690 208 151 213 1482 1055 146 427 267 204 160 138 968 909 856 152 104
internal_count=2316 558 1758 354 204 300 1690 208 151 213 1482 1055 146 427 267 204 160 138 968 909 856 152 104
is_linear=0
shrinkage=0.0032351


Tree=3291
num_leaves=20
num_cat=0
split_feature=3 2 11 43 51 0 42 1429 0 484 43 159 51 159 12 0 1 0 1
split_gain=1.00581 0.909236 1.62977 0.773269 0.67104 0.84569 0.744811 0.574623 0.846227 0.572756 0.516955 0.401067 0.38346 0.748835 0.651293 0.487407 0.435193 0.330747 0.182989
threshold=0.31343500000000007 0.10124000000000001 0.080455000000000013 -0.16205499999999998 0.07955000000000001 -0.10220499999999998 0.085355000000000014 0.084770000000000012 -0.11796999999999999 0.023665000000000002 -0.060799999999999993 -0.085534999999999986 -0.069704999999999989 0.018290000000000004 0.087545000000000026 -0.052619999999999993 0.10525000000000002 -0.061654999999999995 0.11414000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 7 -6 -7 8 -1 11 -11 -10 17 14 16 -16 -14 -5 -18
right_child=-2 3 -4 12 5 6 -8 -9 9 10 -12 -13 13 -15 15 -17 18 -19 -20
leaf_value=0.030005521359620976 -0.0050596962739181328 -0.011195470959014235 0.040038724951631528 -0.0058372893416894162 -0.012548345706665119 0.019544389559625092 -0.001682062452855324 0.0022244260217411044 0.022676571445716564 0.015982911926152102 0.035280485131704044 0.01169674413739212 -0.01073655921002695 0.02701735174120937 0.021302890991926129 0.0029151505112052717 0.012972801760348249 0.009469906640191858 0.00014198331688442431
leaf_weight=84 88 54 55 73 52 91 71 93 88 93 53 982 52 59 103 53 54 64 54
leaf_count=84 88 54 55 73 52 91 71 93 88 93 53 982 52 59 103 53 54 64 54
internal_value=0 0.011874 0.0137078 0.00648646 0.0128056 0.00468822 0.0102312 0.0140514 0.0148962 0.0138511 0.0229996 0.0126013 0.0083546 0.0109269 0.00791746 0.0150664 0.000936858 0.0013014 0.00657276
internal_weight=0 2228 1662 566 1607 214 162 1393 1300 1216 146 1070 512 375 316 156 160 137 108
internal_count=2316 2228 1662 566 1607 214 162 1393 1300 1216 146 1070 512 375 316 156 160 137 108
is_linear=0
shrinkage=0.155474


Tree=3292
num_leaves=30
num_cat=0
split_feature=1 12 1 10 12 0 12 2 49 11 43 0 11 2 2 0 43 0 2 12 50 133 133 1 1 133 42 42 0
split_gain=38.0295 8.50706 6.59754 5.31861 3.89787 3.43462 2.26704 1.94287 1.49313 1.38323 1.27733 1.95958 1.65901 1.29554 1.07109 1.0609 0.825914 0.497033 0.401501 0.569345 0.364727 0.331167 0.429677 0.321818 0.306886 0.296698 0.294522 0.750243 0.273787
threshold=0.11570500000000002 0.054520000000000006 0.092655000000000015 -0.005834999999999999 -0.042789999999999988 -0.075914999999999996 0.087745000000000004 0.099450000000000024 -0.062709999999999974 1.0000000180025095e-35 -0.038674999999999994 -0.060199999999999997 0.080705000000000013 0.097070000000000004 0.088820000000000024 -0.13740499999999997 -0.011764999999999998 -0.14310999999999999 0.092155000000000015 0.096915000000000015 0.092855000000000007 0.094525000000000012 0.087035000000000015 0.086050000000000015 0.12500000000000003 -1.0000000180025095e-35 0.087365000000000012 0.085495000000000015 -0.079604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 -5 -6 9 17 -4 14 11 18 13 16 20 -10 -12 -1 19 23 26 22 -20 -8 -7 -15 27 -3 -18
right_child=3 6 8 4 5 24 10 -9 15 -11 12 -13 -14 25 -16 -17 28 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0024944834839915652 -0.00016943140702140676 0.0022816883658628375 0.0015928647584767996 0.00043875151944738807 0.00062532803064565038 0.0014411860685139572 0.0021142058074686016 0.0015108324754304883 0.00074928749058468319 0.0027499163558621178 0.002518856007532622 0.0013423877722026944 0.002641007704950103 0.001925661869983954 0.0018459767177836206 0.001293349721046141 0.0021666708230313331 0.0020777925209890919 0.0017932726505701421 0.0023453800074697707 0.0020259836194881486 0.001685938126087565 0.0021885276555728521 0.0018595495717905947 0.0017987283029029656 0.0015992446863437196 0.0021312831293695579 0.0027110681893029987 0.0019352923159424787
leaf_weight=54 52 265 70 93 56 52 99 52 76 56 59 59 59 66 73 75 170 72 69 56 58 76 52 119 52 56 84 52 84
leaf_count=54 52 265 70 93 56 52 99 52 76 56 59 59 59 66 73 75 170 72 69 56 58 76 52 119 52 56 84 52 84
internal_value=0 0.00199843 0.00157515 0.000772316 0.000966014 0.00127227 0.00210318 0.00203896 0.00120143 0.00226375 0.00201094 0.00190002 0.00212987 0.00206046 0.0022125 0.00101975 0.00217118 0.00225665 0.0019698 0.00205111 0.00227072 0.00185655 0.00196342 0.00197535 0.00162029 0.00177611 0.00230603 0.00235223 0.00209029
internal_weight=0 2011 399 305 253 160 1612 178 221 588 1024 530 494 435 532 151 313 126 471 274 459 197 121 218 104 122 401 317 254
internal_count=2316 2011 399 305 253 160 1612 178 221 588 1024 530 494 435 532 151 313 126 471 274 459 197 121 218 104 122 401 317 254
is_linear=0
shrinkage=0.0032351


Tree=3293
num_leaves=18
num_cat=0
split_feature=30 2 39 16 475 1429 3 157 43 12 1209 1453 52 52 43 48 16
split_gain=0.882047 0.942925 0.779656 0.705437 0.701307 0.694296 0.996978 1.03434 1.19229 1.17342 0.626701 0.661309 0.603494 0.411262 0.357699 0.444034 0.434583
threshold=0.084655000000000022 0.092155000000000015 1.0000000180025095e-35 -0.11118499999999999 -0.085684999999999997 0.091545000000000015 -0.098469999999999988 -0.077384999999999995 -0.081204999999999986 -0.011819999999999999 0.083050000000000013 -0.077764999999999987 0.40945500000000007 0.078180000000000013 0.055170000000000004 0.082225000000000006 -0.4582
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 -1 6 -5 -8 -9 -10 11 -6 13 -13 15 16 -3
right_child=-2 3 -4 5 10 -7 7 8 9 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.026616320683535401 -0.0084838666998181111 0.0220094447289505 0.032006888738140268 -0.011340824313190829 0.028172966917052161 0.022061870806546285 -0.013386878323441353 0.02397995328887104 -0.01612414366036791 0.0084040500777487776 0.024244914362437645 0.0087992440375633894 -0.0041586623184990019 0.015711980074382761 0.026037155178360624 -0.00125987457168317 0.0046810059208472954
leaf_weight=91 58 99 58 100 54 53 61 99 59 290 99 632 69 331 53 52 58
leaf_count=91 58 99 58 100 54 53 61 99 59 290 99 632 69 331 53 52 58
internal_value=0 0.0113058 0.0140043 0.00740806 0.0131846 0.00464769 0.00312939 0.00597559 0.00861577 0.0042526 0.0121517 0.0110478 0.01015 0.011177 0.0143763 0.0114111 0.0156186
internal_weight=0 2258 1334 924 1276 662 609 509 448 349 1185 1086 1032 963 262 209 157
internal_count=2316 2258 1334 924 1276 662 609 509 448 349 1185 1086 1032 963 262 209 157
is_linear=0
shrinkage=0.158583


Tree=3294
num_leaves=13
num_cat=0
split_feature=3 15 14 15 151 4 52 4 16 2 15 50
split_gain=0.758526 1.17849 0.57759 0.617055 0.574484 0.791901 1.74905 0.718657 0.458449 0.435298 0.412575 0.400892
threshold=0.11745500000000002 -0.024814999999999997 0.076175000000000007 -0.42075999999999997 0.084350000000000008 -0.13833499999999996 -0.0082999999999999984 -0.49862999999999996 -0.090639999999999984 0.13106000000000004 -0.19301999999999997 0.13120500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 5 6 7 -5 -2 10 -7 -12
right_child=1 -3 -4 4 -6 9 -8 -9 -10 -11 11 -13
leaf_value=-0.0029358137675168298 -0.0011085783171183661 -0.020594009488824623 0.023244393860187174 0.020833680687874775 0.023918628774743191 0.024432203233842344 -0.02430242712914403 -0.0036219100333076586 0.017388451370669147 -0.0012347455033039805 0.0098813587305189386 0.023784723401526917
leaf_weight=97 73 52 73 64 67 52 53 53 58 76 1546 52
leaf_count=97 73 52 73 64 67 52 53 53 58 76 1546 52
internal_value=0 -0.000782976 0.00963885 0.0091559 0.00975425 0.00925284 -0.000862555 0.00974132 0.00706828 0.0102501 0.0107801 0.0103348
internal_weight=0 183 2133 2060 1963 1896 170 117 131 1726 1650 1598
internal_count=2316 183 2133 2060 1963 1896 170 117 131 1726 1650 1598
is_linear=0
shrinkage=0.155474


Tree=3295
num_leaves=14
num_cat=0
split_feature=40 13 1375 0 16 13 1 2 39 1429 0 0 48
split_gain=0.650909 0.76645 0.808196 1.08879 0.981733 0.735249 1.34124 0.673554 0.769187 0.714121 0.434521 0.701276 0.821893
threshold=-0.099059999999999995 0.24813000000000004 -0.14438999999999999 -0.11208499999999998 -0.0043999999999999994 -0.10664 0.111945 0.14106500000000002 0.087735000000000021 0.086095000000000019 -0.14076499999999997 -0.15385999999999997 0.083180000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 6 -5 8 9 -7 11 12 -4
right_child=1 -3 3 5 -6 7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.024982025337977436 -0.012544855991876802 -0.0094615374989944455 0.025585470037540758 0.009881136164689051 0.035753426589389889 0.0063335498168765889 -0.025153098338856608 0.02424779713466909 -0.0092752160110468641 0.019912118364602247 0.02310914556125215 -0.0048869910139622257 0.0017313509790056972
leaf_weight=53 52 73 84 62 56 1470 53 58 77 109 74 68 69
leaf_count=53 52 73 84 62 56 1470 53 58 77 109 74 68 69
internal_value=0 0.00683794 0.00737181 0.00784768 0.0161027 0.00626253 -0.00625006 0.00710306 0.00650154 0.00727199 0.0123665 0.00876166 0.014839
internal_weight=0 2305 2232 2180 351 1829 115 1714 1656 1579 295 221 153
internal_count=2358 2305 2232 2180 351 1829 115 1714 1656 1579 295 221 153
is_linear=0
shrinkage=0.161755


Tree=3296
num_leaves=12
num_cat=0
split_feature=43 4 52 10 13 13 12 4 12 13 3
split_gain=0.711382 0.663291 1.48626 0.560224 0.950589 1.2642 0.899436 0.532912 0.500934 0.579465 0.0949668
threshold=-0.45791499999999996 -0.37626499999999991 -0.022844999999999997 0.046740000000000011 -0.19676999999999997 -0.10899499999999999 -1.0000000180025095e-35 -0.13833499999999996 0.11999500000000002 0.059130000000000009 -0.15836499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 6 -6 -3 -7 9 -9 -2
right_child=1 3 -4 -5 5 7 -8 8 -10 -11 -12
leaf_value=-0.010599599703191799 0.010996893473791229 0.036917711379535957 0.039810923938733624 -0.010882901894460706 -0.014500632651313761 -0.0099928942881903557 0.0077619812691420717 0.00704127271838219 0.01972370440779652 -0.0045253500348969179 0.0013879229564807503
leaf_weight=67 55 52 52 53 83 53 65 1615 78 127 58
leaf_count=67 55 52 52 53 83 53 65 1615 78 127 58
internal_value=0 0.00663845 0.0167213 0.00585508 0.00628387 0.00541855 0.0207351 0.00630219 0.00677768 0.006197 0.00608044
internal_weight=0 2291 165 2126 2073 1956 117 1873 1820 1742 113
internal_count=2358 2291 165 2126 2073 1956 117 1873 1820 1742 113
is_linear=0
shrinkage=0.16499


Tree=3297
num_leaves=24
num_cat=0
split_feature=1 4 3 4 15 123 0 15 0 1 10 0 4 49 13 15 13 4 43 0 15 13 1
split_gain=49.7212 10.1122 5.42064 4.42414 2.78762 2.83715 2.45182 2.10484 3.27797 1.95124 1.88865 1.53173 2.49195 1.10928 1.06947 1.24919 1.06608 1.04648 1.00771 0.747159 0.731203 0.39271 0.417212
threshold=0.11156000000000001 0.30163500000000004 -0.06340999999999998 0.10440500000000001 0.022565000000000005 0.080635000000000012 -0.14151499999999997 -0.13309999999999997 -0.12324999999999998 0.11670500000000002 -0.005834999999999999 -0.076859999999999984 -0.17689999999999997 0.098655000000000007 0.0043500000000000006 0.091475000000000015 0.071660000000000015 0.50569000000000008 0.0077000000000000011 -0.097074999999999981 0.084785000000000013 -0.083669999999999981 0.092655000000000015
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=1 4 3 -2 5 7 -6 19 -9 -4 -11 13 -13 -10 15 18 -16 -12 20 -1 -8 -17 -23
right_child=2 -3 9 -5 6 -7 14 8 11 10 17 12 -14 -15 16 21 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0028068784649713037 0.0021267249739521537 0.00080092806054819093 0.0011556317044727838 0.000818216929210078 0.0029592911415282043 0.0014780077801970879 0.0027268753497527599 0.0013917710328944935 0.0022900195964022534 -9.9610811843374417e-05 0.00083611259697052463 0.0022764274453725974 0.0016443027980408188 0.0018718616281707822 0.0016413844995109943 0.0023870377676781986 0.0022727762903348805 0.00031338148176115034 0.0020449869389745886 0.0022759969516979966 0.0023939784717202572 0.0019658040224991564 0.0023001602975325905
leaf_weight=54 54 61 53 59 59 86 106 76 419 52 100 119 160 84 57 53 61 72 65 65 239 145 59
leaf_count=54 54 61 53 59 59 86 106 76 419 52 100 119 160 84 57 53 61 72 65 65 239 145 59
internal_value=0 0.00212438 0.000834531 0.00144383 0.0021667 0.00205398 0.00230862 0.00210464 0.00204738 0.000585844 0.00045087 0.00211105 0.00191404 0.00222026 0.00225967 0.00231121 0.00196808 0.0006175 0.00242489 0.0025172 0.00249636 0.00212971 0.00206268
internal_weight=0 1968 390 113 1907 1063 844 977 858 277 224 782 279 503 785 667 118 172 410 119 345 257 204
internal_count=2358 1968 390 113 1907 1063 844 977 858 277 224 782 279 503 785 667 118 172 410 119 345 257 204
is_linear=0
shrinkage=0.0032998


Tree=3298
num_leaves=10
num_cat=0
split_feature=0 1 1 393 15 148 0 2 15
split_gain=0.519057 0.492031 0.693109 0.553197 0.541754 0.50491 0.742489 0.776132 0.521046
threshold=0.14486500000000005 0.13976500000000003 0.12007000000000002 0.10585500000000002 -0.16448999999999997 -0.078719999999999984 -0.23046999999999998 -0.013254999999999998 0.12549000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7 -8 -9
right_child=-2 -3 4 -5 -6 6 7 8 -10
leaf_value=-0.0054300753761105866 -0.0093384135806121021 0.017793799361236137 -0.014677559095150863 0.022798537254240997 0.0044046030493328364 0.023990150566035488 0.024379825096809644 0.0054039962353791939 0.021092811427189006
leaf_weight=85 52 96 68 54 83 63 59 1743 55
leaf_count=85 52 96 68 54 83 63 59 1743 55
internal_value=0 0.00667004 0.00618607 0.00694692 -0.00417748 0.00651915 0.00704903 0.00647338 0.00588485
internal_weight=0 2306 2210 2059 151 2005 1920 1857 1798
internal_count=2358 2306 2210 2059 151 2005 1920 1857 1798
is_linear=0
shrinkage=0.158583


Tree=3299
num_leaves=19
num_cat=0
split_feature=1 3 4 2 4 2 12 1 12 16 52 1429 12 15 156 15 1 43
split_gain=26.2284 5.34073 5.01726 3.38052 2.49216 2.47695 2.2252 2.63192 1.24081 1.12866 1.73624 1.31057 1.46488 1.89488 1.41989 0.863763 0.833688 0.459694
threshold=0.109225 -0.06340999999999998 0.30163500000000004 0.14823500000000003 0.26171000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092810000000000017 0.11721500000000001 0.21684500000000004 -0.41304999999999997 0.083925000000000013 0.082295000000000021 -0.083359999999999976 0.081415000000000015 -0.18239999999999998 0.076010000000000008 0.015110000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 -2 -3 7 -1 9 11 16 12 13 -8 -13 -7 -11 -14
right_child=1 3 -4 -5 -6 15 8 -9 -10 10 -12 14 17 -15 -16 -17 -18 -19
leaf_value=0.0019430304291424907 0.0019297793660170224 0.00035835279946729644 0.00087340879678067724 0.00010416574942626153 0.00097987365216378936 0.0008174020156865604 0.0018471587483817168 0.0010522314550064902 0.0015103134162663991 0.001683921901625643 0.0012965111780166641 0.0020167247408116409 0.0020028822103588073 0.0026249992530332014 0.0012640094281978734 0.0013220615752586058 0.0021536833070912535 0.0018310788315747454
leaf_weight=73 72 62 54 74 52 59 56 72 75 84 70 54 959 89 56 101 83 213
leaf_count=73 72 62 54 74 52 59 56 72 75 84 70 54 959 89 56 101 83 213
internal_value=0 0.000956559 0.00186634 0.000715496 0.00153172 0.000919114 0.00189478 0.00150095 0.0019276 0.00194638 0.00173431 0.00198158 0.0020106 0.00232483 0.00163384 0.00113619 0.00191761 0.00197169
internal_weight=0 420 1938 296 124 222 1884 145 1739 1664 237 1427 1317 145 110 160 167 1172
internal_count=2358 420 1938 296 124 222 1884 145 1739 1664 237 1427 1317 145 110 160 167 1172
is_linear=0
shrinkage=0.0032998


Tree=3300
num_leaves=15
num_cat=0
split_feature=4 3 39 2 14 3 0 48 124 4 0 3 42 3
split_gain=44.684 12.3879 7.84075 2.84062 2.26867 2.17752 1.74093 1.54683 2.57172 1.44661 2.18316 1.37005 1.11697 0.709193
threshold=0.30163500000000004 0.30112000000000005 0.081875000000000017 0.12051500000000002 0.076175000000000007 0.16158000000000003 -0.11912999999999999 0.091690000000000008 -0.083859999999999976 -0.42305999999999994 -0.050864999999999994 -0.10468499999999999 0.08648500000000002 -0.080804999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 -2 8 -4 11 12 -1 -11 -8
right_child=5 -3 7 -5 -6 -7 13 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0031678971741748887 0.0015002423330616583 0.00081259497789377304 0.0015117266257745718 0.0019180897111786745 0.0031460294450983656 0.00032173823245599289 0.0011230494687901329 0.001287427898183535 0.0024943586522109418 0.0025824669220217639 0.0018285147261069403 0.0025010041661637059 0.0024014334432036545 0.00062373962150057203
leaf_weight=69 70 52 62 86 64 52 57 52 55 891 54 67 652 69
leaf_count=69 70 52 62 86 64 52 57 52 55 891 54 67 652 69
internal_value=0 0.00240417 0.00244449 0.00250564 0.00253374 0.000923004 0.00108234 0.00176292 0.00197395 0.00251111 0.00248311 0.00283961 0.00250599 0.000849898
internal_weight=0 2104 2052 1883 1797 248 196 169 117 1733 1597 136 1543 126
internal_count=2352 2104 2052 1883 1797 248 196 169 117 1733 1597 136 1543 126
is_linear=0
shrinkage=0.0032998


Tree=3301
num_leaves=16
num_cat=0
split_feature=4 4 0 4 15 12 1453 448 1 1 4 12 133 42 15
split_gain=2.45781 1.16666 0.598938 0.953592 0.572306 0.521997 0.512568 0.540993 0.46371 1.01257 0.849812 0.695049 1.10266 0.465375 0.381558
threshold=0.30163500000000004 -0.51925499999999991 -0.00077999999999999999 0.49433000000000005 -0.14636999999999997 -0.074254999999999988 -0.07303999999999998 -0.072364999999999985 0.089790000000000023 0.091845000000000024 -0.047714999999999987 0.084055000000000005 0.085720000000000018 0.11870500000000002 -0.17677499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 14 -5 -6 -8 11 -10 -11 12 -9 -13 -3
right_child=2 4 -4 5 6 -7 7 8 9 10 -12 13 -14 -15 -16
leaf_value=0.033979001424337081 -0.016566019389743437 0.011536304717354142 -0.022666777733672247 0.017819081307977925 -0.0043056796648824423 -0.0044943770871603804 0.025792473094414455 0.01148445078551596 -0.013422482347724612 0.01596797495763691 0.0016072838597223063 0.0097221834065717248 0.036592637049993902 -0.0061233434504404261 0.031130722080943543
leaf_weight=55 81 55 53 58 76 56 54 160 71 196 263 999 68 53 54
leaf_count=55 81 55 53 58 76 56 54 160 71 196 263 999 68 53 54
internal_value=0 0.0102528 -0.00710938 -0.00287193 0.0096151 0.00684263 0.00895993 0.00950175 0.00901475 0.00490461 0.00774336 0.0107152 0.0189806 0.00892221 0.0212598
internal_weight=0 2104 248 195 2049 114 1940 1864 1810 530 459 1280 228 1052 109
internal_count=2352 2104 248 195 2049 114 1940 1864 1810 530 459 1280 228 1052 109
is_linear=0
shrinkage=0.16499


Tree=3302
num_leaves=31
num_cat=0
split_feature=3 3 43 3 12 12 13 43 13 3 3 0 42 0 39 13 0 457 12 52 13 52 52 43 13 12 42 42 12 42
split_gain=22.8675 12.2747 6.63791 4.79909 2.98003 2.32382 1.91631 1.80816 1.71177 1.42573 1.26736 1.27971 1.56432 1.06809 1.02859 0.890833 0.618621 0.52194 0.377082 0.499433 0.94163 0.385517 0.368036 0.361954 0.356242 0.293685 0.285717 0.465995 0.109597 0.0964419
threshold=-0.06340999999999998 0.31534000000000006 -0.042649999999999993 0.11372500000000001 0.054520000000000006 0.087905000000000025 -0.041999999999999989 -0.095244999999999982 -0.011494999999999998 -0.0035149999999999995 -0.14818499999999998 -0.095869999999999983 0.08648500000000002 -0.22984499999999997 0.089130000000000015 -0.094384999999999983 -0.13972999999999997 -0.082464999999999983 0.093840000000000021 0.024560000000000002 -0.048839999999999995 -0.023079999999999996 0.11297500000000001 -0.011154999999999998 -0.085669999999999982 0.088785000000000017 0.090040000000000023 0.086635000000000004 0.097940000000000013 0.094600000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 6 -1 10 -4 -2 14 -8 -6 -12 17 -11 -9 -7 -5 -13 25 20 -20 -22 -21 -14 -19 -17 27 -27 -24 -28
right_child=1 -3 3 16 5 15 9 8 -10 13 11 12 23 -15 -16 18 -18 24 19 22 21 -23 28 -25 -26 26 29 -29 -30 -31
leaf_value=0.0012021692430827114 0.0014374260516327696 -3.4103325298372903e-05 0.0013862635002615 0.00086891480569058286 0.0026373235324382736 0.0015687408314296253 0.0016182478755508705 0.0013407893747791658 0.00030681332511118045 0.0018864119099114554 0.0016181231197843636 0.0019690472367286894 0.0017005202003179392 0.0024750208714872327 0.00071179919113703799 0.0018357364360712901 0.0013644826411097473 0.0024737984490015743 0.0014970320221245959 0.0021714874611082021 0.0020390043305019592 0.0017330677128968117 0.0019790786554435766 0.0020490422116869029 0.0022391976183378146 0.0020233894713460126 0.0018585200809784356 0.0023627255082725625 0.0017544002543894643 0.002043752896170621
leaf_weight=53 66 72 54 56 56 81 52 56 54 54 52 52 73 92 58 101 55 121 91 79 108 81 53 62 187 169 96 62 52 54
leaf_count=53 66 72 54 56 56 81 52 56 54 54 52 52 73 92 58 101 55 121 91 79 108 81 53 62 187 169 96 62 52 54
internal_value=0 0.00125249 0.00140771 0.00168721 0.00197388 0.00199895 0.00193921 0.000973984 0.000791708 0.00208984 0.00216198 0.00211325 0.00216519 0.00225756 0.00102109 0.00190319 0.00111478 0.00227922 0.00193179 0.0018635 0.00177461 0.00190808 0.00199858 0.00186084 0.00233148 0.00199745 0.00204023 0.00211462 0.00186814 0.00192544
internal_weight=0 669 597 363 1683 1630 252 234 168 198 603 547 495 146 114 1027 111 360 946 464 280 189 184 135 308 482 381 231 105 150
internal_count=2352 669 597 363 1683 1630 252 234 168 198 603 547 495 146 114 1027 111 360 946 464 280 189 184 135 308 482 381 231 105 150
is_linear=0
shrinkage=0.0032998


Tree=3303
num_leaves=23
num_cat=0
split_feature=4 1 4 1 4 16 1 48 12 4 15 43 159 12 4 159 15 1213 16 133 16 155
split_gain=30.2661 7.14175 3.0469 3.44793 2.9536 2.69913 2.50017 2.4561 2.44943 1.98035 1.81308 1.61593 1.25895 1.08882 1.01877 1.01187 0.968725 0.948973 0.875109 0.819103 0.748723 0.553492
threshold=0.30163500000000004 0.111945 -0.42305999999999994 0.10141500000000002 -0.036279999999999993 0.0086100000000000013 0.12765500000000005 0.087310000000000013 -1.0000000180025095e-35 0.020345000000000005 -0.42443999999999993 0.0011450000000000004 0.079755000000000006 0.095175000000000023 0.50230500000000011 0.10323000000000002 -0.05332499999999999 -0.088569999999999996 0.25761500000000009 0.085275000000000004 -0.34140499999999996 0.082230000000000011
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 2 21 5 -3 9 14 -6 -5 12 -8 20 17 18 -2 -14 -15 -4 19 -7 -11 -1
right_child=6 4 3 8 7 13 10 -9 -10 11 -12 -13 15 16 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0027064967063377362 0.00086356568533363582 0.0020499032642924209 0.0024393337807817887 0.00097122531231393268 0.0015333244610858899 0.001479193853267863 0.00084265180686282561 0.00059876324415546417 0.0019357137088246176 0.0023222081903933821 1.8960126794522687e-05 0.0013716203661860828 0.0028022596620081988 0.001842893798338908 0.0014526096932100244 0.0022152974746373192 0.0012027182358161483 0.0021230310001960789 0.0022369870121153441 0.0020379587410011262 0.0018175305374056598 0.0022801214723660785
leaf_weight=90 74 52 118 53 68 56 62 56 63 57 55 58 64 52 57 66 52 937 71 60 76 55
leaf_count=90 74 52 118 53 68 56 62 56 63 57 55 58 64 52 57 66 52 937 71 60 76 55
internal_value=0 0.00202589 0.00208402 0.00204651 0.00138899 0.00208484 0.000806837 0.00111155 0.00149535 0.00214603 0.000455747 0.0018331 0.00219644 0.00179537 0.00112014 0.00250453 0.00152314 0.00215844 0.00194657 0.00176851 0.00203409 0.00254501
internal_weight=0 2104 1928 1783 176 1667 248 124 116 1376 117 191 1185 291 131 130 104 1055 187 116 133 145
internal_count=2352 2104 1928 1783 176 1667 248 124 116 1376 117 191 1185 291 131 130 104 1055 187 116 133 145
is_linear=0
shrinkage=0.0032998


Tree=3304
num_leaves=13
num_cat=0
split_feature=10 15 14 2 2 1444 484 16 49 1447 2 15
split_gain=1.50303 1.26434 0.722971 1.04305 0.707569 0.680914 0.574946 0.645946 0.531462 0.514884 0.314266 0.249796
threshold=-0.092019999999999977 -0.43457999999999991 -1.0000000180025095e-35 0.12051500000000002 0.11891500000000001 -0.079374999999999987 -0.084699999999999984 -0.52595999999999987 -0.0036199999999999995 -0.073059999999999986 0.087505000000000013 -0.037184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 5 -2 -4 8 -8 -7 -9 -10 -5
right_child=1 2 3 11 -6 6 7 9 10 -11 -12 -13
leaf_value=-0.016525028497808878 -0.019659811661649151 0.028953233355737282 0.029794948780805137 0.0026463345731936564 0.0068062221768489901 0.032851507717034947 -0.0059803476380207287 -0.00076836441416911437 0.021937415923681338 0.011593864909703332 0.0041513205620747487 -0.011709024767133234
leaf_weight=58 57 61 55 80 53 60 64 97 57 1602 52 56
leaf_count=58 57 61 55 80 53 60 64 97 57 1602 52 56
internal_value=0 0.0103574 0.0112269 0.0107168 -0.00689198 0.0116737 0.011157 0.0102737 0.0203604 0.010887 0.0134685 -0.00325174
internal_weight=0 2294 2184 2123 110 1987 1932 1763 169 1699 109 136
internal_count=2352 2294 2184 2123 110 1987 1932 1763 169 1699 109 136
is_linear=0
shrinkage=0.16499


Tree=3305
num_leaves=16
num_cat=0
split_feature=10 4 1 13 13 0 15 15 15 4 0 4 157 0 13
split_gain=2.17584 0.828043 0.80973 0.644276 0.668393 0.632078 0.759621 1.27756 1.01018 0.745626 0.610591 0.490754 0.478802 0.46934 0.384612
threshold=-0.0069899999999999988 -0.5093899999999999 0.11831500000000002 0.26482500000000003 0.17001000000000002 -0.010949999999999998 0.084425000000000014 -0.006494999999999999 0.0056700000000000006 -0.041794999999999992 -0.083604999999999985 -0.078524999999999998 -0.0041249999999999993 -0.071339999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 9 -9 -3 11 -8 -7 -12 -14
right_child=1 3 -4 -5 -6 12 10 8 -10 -11 13 -13 14 -15 -16
leaf_value=0.00025311457258845774 -0.010213427542544264 0.0270634249305476 -0.027373958604397442 0.027153716197337918 -0.0083403316897152063 0.032064335045376223 0.023835854905981096 -0.023065320533544546 0.0030731334740617916 0.0073714267550859204 0.0066196728016813776 0.0077617887466102584 0.022149078177619991 0.019101320953843409 0.0030248593182324174
leaf_weight=53 57 53 58 53 56 52 181 63 100 1021 351 69 59 102 52
leaf_count=53 57 53 58 53 56 52 181 63 100 1021 351 69 59 102 52
internal_value=0 0.00902156 -0.0141671 0.009518 0.00908427 0.00954909 0.00873459 0.00631893 -0.00701887 0.0083448 0.0129828 0.0194063 0.0192324 0.00943392 0.0132055
internal_weight=0 2269 111 2212 2159 2103 1940 1237 163 1074 703 250 163 453 111
internal_count=2380 2269 111 2212 2159 2103 1940 1237 163 1074 703 250 163 453 111
is_linear=0
shrinkage=0.161755


Tree=3306
num_leaves=20
num_cat=0
split_feature=10 0 123 42 14 11 52 160 0 16 48 49 52 16 52 52 481 0 42
split_gain=1.505 0.762076 0.635395 0.807216 0.704253 0.929027 2.80293 0.628747 0.631876 0.764269 0.645229 0.495576 0.310443 0.26755 0.743196 0.73259 0.243321 0.170843 0.126875
threshold=-0.0069899999999999988 -0.068669999999999995 0.085740000000000011 0.091635000000000008 -0.10708499999999999 0.078340000000000007 -0.0082999999999999984 -0.082179999999999989 -0.089044999999999985 -0.069144999999999984 0.084620000000000015 0.094245000000000009 -0.012164999999999999 -0.0090499999999999973 -0.24264499999999997 -0.0093349999999999978 -1.0000000180025095e-35 -0.074939999999999993 0.087495000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 7 -7 12 9 11 -11 -9 -6 15 -15 -10 18 -18 -14
right_child=2 -3 3 -5 5 6 -8 8 13 10 -12 -13 16 14 -16 -17 17 -19 -20
leaf_value=0.0007893770767391225 0.024368498329753692 -0.026578850092994599 0.0075522577026777464 -0.019495996912994442 0.022420724471383442 0.013739381413929679 -0.035458647425285213 0.010060423851440436 -0.010677460893424797 -0.017328270316612496 0.0046439945242490246 -0.006939794724078528 0.02364603428890457 0.004973297503944556 0.018948747088689495 0.0088775036609694789 0.0057858049365630574 0.016723567417063451 0.012387047753116774
leaf_weight=59 72 52 71 52 99 80 52 237 57 84 64 58 56 192 226 604 158 52 55
leaf_count=59 72 52 71 52 99 80 52 237 57 84 64 58 56 192 226 604 158 52 55
internal_value=0 -0.0120159 0.00765431 -0.00386846 0.00831557 0.00775743 -0.00562832 0.00866818 0.00710637 0.00185483 -0.00781485 0.00671204 0.0143237 0.00926084 0.0125336 0.00718856 0.011821 0.00850259 0.0180831
internal_weight=0 111 2269 123 2146 2074 132 1942 1522 443 148 295 420 1079 418 661 321 210 111
internal_count=2380 111 2269 123 2146 2074 132 1942 1522 443 148 295 420 1079 418 661 321 210 111
is_linear=0
shrinkage=0.16499


Tree=3307
num_leaves=13
num_cat=0
split_feature=10 15 123 4 51 4 43 403 147 151 157 1
split_gain=1.04097 0.614798 0.654589 0.612772 0.649195 0.765636 0.570918 0.522693 0.433064 0.466902 0.351889 0.260042
threshold=-0.0069899999999999988 -0.47252999999999995 0.085740000000000011 -0.5093899999999999 -0.10830999999999999 0.036620000000000007 -0.081694999999999976 -0.54045999999999983 0.08789000000000001 -0.086769999999999986 0.09098500000000001 0.11156000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 10 -1 -6 9 -9 -5 -4
right_child=1 2 11 4 7 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.022153551801751235 0.023638640417810716 -0.010374165621723006 0.0016152965539321165 0.031603975474169196 0.021498712994818665 0.0035468542995561641 0.0010676787493613289 -0.0039583365511495694 0.016755353784254634 0.005721338048589349 0.014067429414925066 -0.014235808188895369
leaf_weight=52 52 55 53 67 55 83 59 142 85 1567 55 55
leaf_count=52 52 55 53 67 55 83 59 142 85 1567 55 55
internal_value=0 0.00624223 0.00583342 0.0064628 0.00691449 0.0155562 -0.00979518 0.00595544 0.00547796 0.00491605 0.0237123 -0.00644104
internal_weight=0 2269 2217 2109 2054 205 111 1849 1794 1709 122 108
internal_count=2380 2269 2217 2109 2054 205 111 1849 1794 1709 122 108
is_linear=0
shrinkage=0.161755


Tree=3308
num_leaves=23
num_cat=0
split_feature=1 52 1 39 1 3 3 42 3 4 15 13 3 133 4 4 15 42 52 42 49 3
split_gain=60.3424 12.8298 8.18069 4.64985 3.22624 3.20013 2.5976 2.39577 2.3291 1.61191 2.07268 1.84515 1.5438 1.12787 1.08232 1.03425 0.765943 0.690544 0.656523 0.668751 0.643464 0.575518
threshold=0.10600000000000002 -0.40011499999999994 0.12450500000000002 0.081875000000000017 0.093595000000000025 0.31400500000000003 0.102425 0.093565000000000023 -0.020014999999999995 0.054560000000000004 -0.10602999999999999 0.039845000000000012 -0.12077499999999998 -0.0081099999999999974 -0.082249999999999976 0.24726500000000004 0.08765000000000002 0.080060000000000006 0.08901000000000002 -0.042074999999999994 -0.03195499999999999 -0.090374999999999983
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 8 6 -5 7 9 -4 15 11 -11 12 -1 -13 16 -3 -14 -12 19 -15 -10 -16
right_child=1 2 5 4 -6 -7 -8 -9 20 10 17 13 14 18 21 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0030852292186418525 0.0025778584865112511 0.0020130770204721741 0.00108652931625814 0.002300193258038707 0.0011779726711807772 -0.00011848561357172267 0.0017223240082258153 0.00020240764455331132 0.00074652720565765961 0.002707195331247244 0.001637791811314032 0.0017792799817223802 0.0027892056495512781 0.0022207557582586447 0.0021149260585426343 0.0013607855103069354 0.0023926374327612131 0.0021290559260013996 0.0020374814921026809 0.0027112398842750337 0.0012340192898909238 0.0024735355511670879
leaf_weight=53 56 54 83 55 57 74 56 56 53 53 53 52 211 61 53 53 73 79 57 63 68 907
leaf_count=53 56 54 83 55 57 74 56 56 53 53 53 52 211 61 53 53 73 79 57 63 68 907
internal_value=0 0.00108972 0.000900673 0.00238253 0.00172938 0.000435441 0.00242381 0.00073059 0.00133514 0.0024467 0.00215433 0.00248203 0.00253079 0.00221047 0.00250714 0.00169031 0.00268739 0.00193207 0.00233415 0.00247024 0.00102078 0.00245377
internal_weight=0 497 441 1883 112 213 1771 139 228 1715 185 1530 1297 233 1244 107 284 132 181 124 121 960
internal_count=2380 497 441 1883 112 213 1771 139 228 1715 185 1530 1297 233 1244 107 284 132 181 124 121 960
is_linear=0
shrinkage=0.0032998


Tree=3309
num_leaves=22
num_cat=0
split_feature=4 123 13 13 124 49 49 39 15 13 0 15 43 160 4 160 13 0 133 49 13
split_gain=25.2301 12.0902 9.33527 3.92421 1.76751 1.60702 1.53236 1.4498 1.39402 1.076 0.829401 0.743987 1.32583 0.709893 0.90436 0.852338 0.681137 0.548614 0.41743 0.39618 0.358174
threshold=0.30163500000000004 1.0000000180025095e-35 -0.16392499999999996 -0.016999999999999998 -0.084524999999999989 -0.014869999999999998 0.10470500000000001 0.084845000000000018 -0.42443999999999993 -0.075154999999999986 -0.079249999999999987 0.09167500000000002 -0.084154999999999994 0.051820000000000005 0.054560000000000004 0.11205000000000002 -0.00038499999999999998 -0.065249999999999989 0.09086000000000001 -0.082184999999999994 -0.086374999999999993
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 2 -1 7 -3 9 10 -2 -5 20 13 12 -12 14 -7 -15 18 -13 -8 -11 -4
right_child=3 4 5 8 -6 6 16 -9 -10 19 11 17 -14 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0010308694584812224 0.00024624067798085212 0.00068888864809538793 0.0019480701537006322 0.00178249180582294 0.0014514439101643527 0.0023014738961150251 0.002293337225199176 0.00092363235866929801 0.0010334101132133415 0.0018687713345060895 0.0016566676485447471 0.0021988906054037226 0.0021535176234597354 0.0027999667210075181 0.0019212095726900661 0.0022418483525225505 0.0016480217136002678 0.002597176018954199 0.0018762005673823815 0.0014687210322847481 0.0023409433679194105
leaf_weight=81 70 61 52 56 73 774 52 68 53 58 75 151 278 65 76 57 66 52 56 53 53
leaf_count=81 70 61 52 56 73 774 52 68 53 58 75 151 278 65 76 57 66 52 56 53 53
internal_value=0 0.00206466 0.002129 0.000950364 0.00110457 0.00217536 0.00220951 0.000580283 0.00141858 0.00190605 0.00224306 0.0021405 0.00204805 0.00230169 0.00226752 0.0025395 0.00191472 0.00230109 0.00207737 0.00167807 0.00214671
internal_weight=0 2133 1999 247 134 1918 1702 138 109 216 1528 556 353 972 850 122 174 203 108 111 105
internal_count=2380 2133 1999 247 134 1918 1702 138 109 216 1528 556 353 972 850 122 174 203 108 111 105
is_linear=0
shrinkage=0.0032998


Tree=3310
num_leaves=14
num_cat=0
split_feature=47 48 13 13 48 481 481 1456 474 13 157 147 474
split_gain=1.04227 0.860024 0.771449 0.757477 0.643161 0.545226 0.7512 0.467706 0.579197 0.688627 0.667931 0.747513 0.386451
threshold=0.11069000000000002 0.087770000000000015 -0.15310499999999996 -0.48634999999999995 0.10911000000000001 -0.074219999999999994 -0.087424999999999989 -0.082809999999999981 0.085020000000000012 -0.0072499999999999995 0.10119000000000002 0.090115000000000015 0.09419000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -4 -7 10 12 11 -9 -10
right_child=1 -3 4 -5 -6 7 -8 8 9 -11 -12 -13 -14
leaf_value=0.013914041064156992 0.0069591857627601256 -0.021213902320507391 0.0069313534162469114 -0.010479501885984312 0.028250328979771689 0.020578455531530603 0.029403078022511069 0.0092634899463506764 0.016624307411558889 -0.015131563228790288 -0.0059563001012394312 0.028878018791716933 -0.0029118861854451387
leaf_weight=53 61 57 77 100 52 88 86 1444 55 60 75 55 55
leaf_count=53 61 57 77 100 52 88 86 1444 55 60 75 55 55
internal_value=0 -0.00663492 0.00927337 -0.00201794 0.0101182 0.00964468 0.0187984 0.00882928 0.00823542 -0.00090418 0.00922366 0.00998434 0.0068402
internal_weight=0 118 2200 153 2047 1995 163 1832 1744 170 1574 1499 110
internal_count=2318 118 2200 153 2047 1995 163 1832 1744 170 1574 1499 110
is_linear=0
shrinkage=0.16499


Tree=3311
num_leaves=11
num_cat=0
split_feature=9 13 3 12 41 16 15 3 16 156
split_gain=1.21936 1.22625 0.846337 0.463757 0.443859 0.658136 0.839787 0.933972 1.07073 0.449377
threshold=-0.013509999999999999 -0.15310499999999996 0.11745500000000002 0.082530000000000006 0.083525000000000016 -0.5103049999999999 -0.41880499999999993 -0.15002999999999997 0.40304500000000004 0.088855000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 -3 -7 8 -8 -9
right_child=1 2 -4 -5 -6 6 7 9 -10 -11
leaf_value=0.029873263159524027 -0.00086016657263821386 0.025027927217143399 -0.012005992369600326 -0.019527303966416585 -0.0070022383659402686 -0.010120065887218498 0.040490085225949074 0.0084059691606689687 0.007420969587750478 -0.0012660603161941347
leaf_weight=62 100 63 59 57 52 68 52 1608 55 142
leaf_count=62 100 63 59 57 52 68 52 1608 55 142
internal_value=0 0.00641065 0.00746309 -0.00764863 0.00802703 0.00842103 0.00787662 0.00853657 0.0235084 0.00762015
internal_weight=0 2256 2099 157 2040 1988 1925 1857 107 1750
internal_count=2318 2256 2099 157 2040 1988 1925 1857 107 1750
is_linear=0
shrinkage=0.16499


Tree=3312
num_leaves=11
num_cat=0
split_feature=47 376 48 2 13 12 13 48 1447 3
split_gain=0.656766 0.590281 0.657985 0.575653 0.449204 1.00009 0.448061 0.526731 0.715637 0.462864
threshold=0.11069000000000002 0.084985000000000019 0.10911000000000001 0.099450000000000024 -0.15310499999999996 0.077755000000000005 -0.10278499999999999 0.093265000000000015 -0.083899999999999988 -0.24190499999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 -6 8 -8 -10
right_child=3 -3 -4 -5 6 -7 7 -9 9 -11
leaf_value=0.0080704814207122194 0.0043463851607302576 0.021687266753188127 0.023222236994726107 -0.018315302314805333 0.019849591607337784 -0.019889472921438073 0.019654252525838255 -0.0057169321710581504 0.019831817884702726 0.0049904912388754018
leaf_weight=81 64 64 56 54 60 57 99 101 57 1625
leaf_count=81 64 64 56 54 60 57 99 101 57 1625
internal_value=0 0.00637029 0.00591055 -0.00600958 0.00544364 -0.00346568 0.00607763 0.00563765 0.00628253 0.00549446
internal_weight=0 2200 2136 118 2080 138 1942 1882 1781 1682
internal_count=2318 2200 2136 118 2080 138 1942 1882 1781 1682
is_linear=0
shrinkage=0.161755


Tree=3313
num_leaves=10
num_cat=0
split_feature=9 149 10 49 480 1455 474 124 0
split_gain=0.794746 0.83856 0.919725 0.617676 0.636322 0.489373 0.437183 0.42849 0.427764
threshold=-0.013509999999999999 0.079000000000000015 -0.0026549999999999994 0.15638000000000005 -0.063594999999999985 -0.072959999999999983 0.086080000000000018 -1.0000000180025095e-35 -0.080584999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7 -8
right_child=1 -3 3 -5 5 6 8 -9 -10
leaf_value=0.023304442556596461 -0.016622433415087109 0.025077228644079748 -0.011439115174883189 -0.012823074108376478 0.018854212014728727 0.015396434718363298 -0.010796505299967604 0.0050148135013610229 0.0051081909293317464
leaf_weight=62 58 52 63 55 71 116 91 1657 93
leaf_count=62 58 52 63 55 71 116 91 1657 93
internal_value=0 0.00436203 0.00387249 0.00442723 0.00488181 0.00538969 0.00490029 0.00569503 -0.00274815
internal_weight=0 2256 2204 2146 2091 2028 1957 1773 184
internal_count=2318 2256 2204 2146 2091 2028 1957 1773 184
is_linear=0
shrinkage=0.16499


Tree=3314
num_leaves=23
num_cat=0
split_feature=4 3 3 3 4 0 2 2 2 3 48 47 42 4 0 4 133 133 4 0 52 52
split_gain=17.4697 6.80426 3.617 2.88506 1.67107 1.76791 1.49159 1.736 1.27988 1.06647 0.996066 0.970498 0.83528 0.81853 0.936506 0.799715 1.26702 0.670784 0.568325 0.546341 0.502602 0.259003
threshold=0.27552000000000004 0.25468500000000005 -0.072419999999999984 0.17646500000000004 -0.37626499999999991 -0.042364999999999993 0.10394500000000002 0.11266500000000002 0.12708000000000003 0.086245000000000016 0.084965000000000027 0.10323000000000002 0.084360000000000004 -0.082249999999999976 -0.086284999999999987 -0.079374999999999987 -1.0000000180025095e-35 -0.022174999999999997 -0.17689999999999997 -0.097074999999999981 -0.089014999999999983 0.044705000000000002
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 2 11 8 -4 6 9 -8 12 10 -6 13 -2 14 -1 16 -15 -16 -19 21 -21 -17
right_child=3 -3 4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 15 17 19 -18 18 -20 20 -22 -23
leaf_value=0.0022395033518148918 0.0013610947165405929 0.00054487440064462489 0.0019552012021970171 0.00011993817938844351 0.001875176957643119 0.00086580927731791022 0.00074616210727337668 0.0015052193617381626 0.00056732921876351283 0.0012627665978620828 0.0013715469771653807 0.0014718894073038101 0.00083183273224185397 0.0018023062137451204 0.0015439088609846435 0.0014358822498060371 0.0011702597463442255 0.0021688552759440193 0.001834421519981175 0.0017159802856040324 0.0019176779488811956 0.0017701788683101112
leaf_weight=103 81 54 79 56 170 53 52 90 60 64 58 83 55 92 56 52 56 85 169 189 508 53
leaf_count=103 81 54 79 56 170 53 52 90 60 64 58 83 55 92 56 52 56 85 169 189 508 53
internal_value=0 0.00170175 0.00173278 0.000781196 0.00150879 0.00143631 0.00150589 0.0012275 0.000969947 0.00164116 0.00174722 0.00182044 0.00114731 0.00184163 0.00196514 0.0017879 0.00156339 0.00187387 0.00194648 0.00182929 0.00186304 0.00160496
internal_weight=0 2066 2012 252 566 487 434 142 196 292 228 1446 136 1363 413 950 148 310 254 802 697 105
internal_count=2318 2066 2012 252 566 487 434 142 196 292 228 1446 136 1363 413 950 148 310 254 802 697 105
is_linear=0
shrinkage=0.0032998


Tree=3315
num_leaves=24
num_cat=0
split_feature=4 4 15 4 133 15 16 13 457 133 4 147 52 151 13 15 4 13 402 42 52 13 156
split_gain=1.35737 0.66491 0.698316 1.01634 0.763324 0.783889 2.84743 0.709622 0.616132 0.588822 0.518342 0.55582 0.683251 0.648633 0.800738 0.699557 0.465347 0.351406 0.230003 0.295384 0.415315 0.253979 0.171862
threshold=0.0015850000000000003 -0.00076499999999999995 0.03981500000000001 -0.11205499999999999 0.092845000000000011 -1.0000000180025095e-35 0.066275000000000014 0.066010000000000013 0.085540000000000019 -0.031109999999999999 0.55608500000000005 0.089365000000000014 -0.22711499999999998 -0.0062849999999999989 -0.15714499999999998 -0.032704999999999991 -0.041794999999999992 0.0019650000000000002 0.11232500000000002 0.08622500000000001 0.087105000000000016 -0.0041499999999999983 1.0000000180025095e-35
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=1 2 4 -4 5 8 -7 18 9 -1 11 12 -2 -14 -15 17 -11 -16 19 21 -21 -5 -8
right_child=10 -3 3 7 -6 6 22 -9 -10 16 -12 -13 13 14 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.012395238705376076 0.016900153068748314 0.02389654380312714 0.027079471370184044 0.015116888011545532 0.01945811190239603 -0.037582897949336821 9.3877386636006518e-05 -0.0079734601811070928 0.020910530277486582 0.018512084711053572 -0.015707087687250588 -0.015289154631827477 0.012069587726155784 0.014856432463153581 -9.7764197612330343e-05 -0.021868321001220142 0.0029666594947276264 -0.013562277455518768 0.018654371252384314 -0.0020529350260133227 0.010182770494666184 0.0056374568717025564 0.012457583340948559
leaf_weight=55 67 60 80 220 68 54 54 62 54 56 54 52 92 58 282 54 362 59 66 120 166 106 60
leaf_count=55 67 60 80 220 68 54 54 62 54 56 54 52 92 58 282 54 362 59 66 120 166 106 60
internal_value=0 0.00749869 0.0068761 0.0100901 0.00341981 0.00184816 -0.00758075 0.00825108 0.00485717 0.00302087 -0.000764846 0.000447786 0.00178768 -6.70791e-05 -0.00253566 -0.00509372 0.00505335 -0.00243237 0.00973724 0.00877282 0.00504299 0.0120398 0.00661594
internal_weight=0 1643 1583 820 763 695 168 740 527 473 718 664 612 545 453 395 418 341 678 612 286 326 114
internal_count=2361 1643 1583 820 763 695 168 740 527 473 718 664 612 545 453 395 418 341 678 612 286 326 114
is_linear=0
shrinkage=0.158583


Tree=3316
num_leaves=24
num_cat=0
split_feature=1 4 2 12 0 4 1 1 16 0 13 2 52 4 12 4 0 42 4 0 12 12 13
split_gain=45.412 10.2916 7.45145 6.05478 5.41936 4.63757 3.53871 3.38787 2.90135 1.74766 1.34643 0.987529 1.0642 0.968745 0.954592 0.940122 1.61552 0.830473 0.559625 0.481292 1.05027 0.348007 0.198914
threshold=0.10141500000000002 -0.16772499999999999 0.10912000000000001 0.088395000000000015 0.053930000000000006 0.005935000000000001 0.12419000000000001 0.083555000000000018 -0.13895999999999997 -0.11242999999999999 1.0000000180025095e-35 0.098365000000000022 0.088555000000000009 0.07252500000000002 -0.08780499999999998 -0.08916499999999998 -0.11208499999999998 -0.088164999999999979 0.094510000000000025 -0.070644999999999986 0.083425000000000013 0.10124000000000001 -0.05176999999999999
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 14 5 10 13 9 -8 -7 15 12 17 -4 -3 -1 -17 -12 22 20 -18 -5 -11
right_child=1 2 6 21 -6 7 8 -9 -10 18 11 -13 -14 -15 -16 16 19 -19 -20 -21 -22 -23 -24
leaf_value=0.0025162450367911 0.002098606574499401 0.001034912003816362 0.00042718830276068615 0.0019534386246507864 0.0012250713938871515 0.00237603112367849 0.00049761077901687477 0.0010468015105560046 -0.00054609242091815133 0.0019733266383632378 0.0020091309784566001 0.0015416354107519114 0.0016933857232716641 0.0010051450926810712 0.00047672114195054837 0.0016138355414166219 0.0026896393209940978 0.0025480910130836515 0.0014473522788819933 0.0019751125462019641 0.0022076567199751369 0.0015812028515576467 0.0017016378867979857
leaf_weight=103 77 62 54 57 84 62 58 65 58 70 81 53 62 77 73 52 53 52 54 87 855 56 56
leaf_count=103 77 62 54 57 84 62 58 65 58 70 81 53 62 77 73 52 53 52 54 87 855 56 56
internal_value=0 0.000976075 0.000801388 0.0012055 0.00204433 0.00208467 0.000395497 0.00171687 -2.39371e-05 0.0018967 0.00216541 0.00194372 0.00205282 0.000767172 0.000733336 0.00221319 0.00218334 0.00222012 0.0017314 0.00221307 0.00223583 0.00176928 0.00185286
internal_weight=0 572 495 248 1789 1705 247 307 116 242 1398 248 195 131 135 1150 1047 133 180 995 908 113 126
internal_count=2361 572 495 248 1789 1705 247 307 116 242 1398 248 195 131 135 1150 1047 133 180 995 908 113 126
is_linear=0
shrinkage=0.0032998


Tree=3317
num_leaves=11
num_cat=0
split_feature=1 376 51 1 132 131 1 2 4 2
split_gain=1.77659 0.603041 0.536762 0.447129 0.708356 0.859706 0.453663 0.742574 0.55197 0.470144
threshold=0.14741000000000001 0.086100000000000024 0.15177500000000002 0.13584500000000002 0.089075000000000015 0.090445000000000011 0.11744000000000002 -0.013254999999999998 0.24099500000000004 0.12358500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -8 -9
right_child=-2 -3 -4 -5 5 -7 8 9 -10 -11
leaf_value=0.027032230428151699 -0.024367576274843775 -0.010424370990131137 -0.0090219177670190012 0.020916441467895609 -0.016961050739733786 0.0076848298116619432 -0.014387828883476334 0.0073091751417877398 0.0094511257656985353 0.022124932970458182
leaf_weight=59 54 58 58 67 75 86 56 1731 54 63
leaf_count=59 54 58 58 67 75 86 56 1731 54 63
internal_value=0 0.00650617 0.00694359 0.00736705 0.0069388 -0.00378501 0.00781925 0.00844282 -0.00266874 0.00783046
internal_weight=0 2307 2249 2191 2124 161 1963 1853 110 1794
internal_count=2361 2307 2249 2191 2124 161 1963 1853 110 1794
is_linear=0
shrinkage=0.16829


Tree=3318
num_leaves=22
num_cat=0
split_feature=2 2 2 49 14 2 9 49 15 43 2 1203 43 15 15 457 483 13 13 2 2
split_gain=26.6923 9.87495 7.1138 4.52261 2.70806 2.27475 2.22726 1.97601 1.03801 1.02108 0.824978 0.782088 0.796376 1.36449 1.16962 0.97792 0.6867 0.497936 0.430612 0.249929 0.234557
threshold=0.12051500000000002 -0.0091949999999999983 0.09857500000000001 0.0060900000000000008 0.062655000000000016 0.16002500000000003 1.0000000180025095e-35 -0.047309999999999998 -0.091734999999999983 -0.073574999999999988 0.10912000000000001 0.088310000000000013 -0.00045499999999999995 0.079575000000000021 -0.095804999999999987 0.079590000000000008 -0.076039999999999983 -0.070004999999999998 -0.073629999999999987 0.11177500000000001 0.10559
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 6 4 5 11 18 -1 -4 10 -10 -9 12 15 14 -14 16 -3 -15 -2 20 -11
right_child=3 2 7 -5 -6 -7 -8 8 9 19 -12 -13 13 17 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00028828271879768983 0.00027879798198242773 0.0021715325445003618 0.00088049847261055796 0.0011461683154724346 0.0025295007887991992 -0.00033116937422750719 0.0011738964955868548 0.0014855511508681636 0.0018911734974119898 0.0013931888741470608 0.00089502344280183578 0.0022111158056186296 0.0018041959098370581 0.0016956898454754126 0.0012591877556731657 0.0022435198311416449 0.0018014064657622898 0.002054102612480816 0.00068390854943945227 0.0012694417117189 0.0016984196583734253
leaf_weight=55 53 59 75 94 61 52 71 52 81 62 52 54 70 85 113 65 941 88 63 62 53
leaf_count=55 53 59 75 94 61 52 71 52 81 62 52 54 70 85 113 65 941 88 63 62 53
internal_value=0 0.00168374 0.00174095 0.000566476 0.0018467 0.000241915 0.000787599 0.00136916 0.00147031 0.00158291 0.00119063 0.00181844 0.00180349 0.00166737 0.00146785 0.00184896 0.00182328 0.00187821 0.000499119 0.00144164 0.00153417
internal_weight=0 2099 1973 262 1536 168 126 437 362 258 104 1475 1421 356 183 1065 1000 173 116 177 115
internal_count=2361 2099 1973 262 1536 168 126 437 362 258 104 1475 1421 356 183 1065 1000 173 116 177 115
is_linear=0
shrinkage=0.0032998


Tree=3319
num_leaves=19
num_cat=0
split_feature=1 3 14 1 49 1 52 3 3 12 49 1 3 12 43 3 12 12
split_gain=53.6975 11.4607 6.89943 3.50573 2.13325 2.53201 1.89073 1.84944 2.73552 1.98914 1.59797 1.19827 0.956223 1.04459 0.796838 0.755273 1.29137 0.696502
threshold=0.10141500000000002 -0.049204999999999992 0.062655000000000016 0.14262000000000002 -0.008964999999999999 0.085720000000000005 -0.22711499999999998 0.077930000000000013 0.14363500000000004 -0.08780499999999998 0.11909500000000002 0.11588000000000001 -0.11255999999999998 0.10005000000000001 -0.064499999999999988 0.08734500000000002 0.085005000000000011 0.085905000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 7 5 17 -2 9 -9 -3 12 -8 -6 15 -15 16 -14 -1
right_child=1 3 -4 -5 10 -7 11 8 -10 -11 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.0026713393199051024 0.0024636448432540604 0.0013226269551665022 0.0035613319879885131 0.00033683163275481686 0.0022390561820800192 0.001802226927675332 0.0020960514495047861 0.001865806434940687 0.0009871146342539253 0.0005682043813227106 0.0020799359097586809 0.0014616585183923308 0.0028769285678801409 0.0026223165351633207 0.0021699875350066739 0.0022438971233389293 0.0025957836887587696 0.0022169181777210887
leaf_weight=91 69 73 70 64 87 97 67 80 75 80 75 64 229 75 102 52 847 64
leaf_count=91 69 73 70 64 87 97 67 80 75 80 75 64 229 75 102 52 847 64
internal_value=0 0.00138301 0.00254465 0.00104033 0.00250322 0.00222167 0.00202022 0.0011864 0.00144086 0.000928388 0.00255156 0.00178639 0.00257695 0.00259945 0.00236185 0.0026367 0.00265565 0.00248393
internal_weight=0 572 1789 372 1719 252 200 308 155 153 1467 131 1392 1305 177 1128 1076 155
internal_count=2361 572 1789 372 1719 252 200 308 155 153 1467 131 1392 1305 177 1128 1076 155
is_linear=0
shrinkage=0.0032998


Tree=3320
num_leaves=23
num_cat=0
split_feature=1 3 124 2 2 15 2 16 1429 3 15 16 3 3 16 3 3 15 15 15 2 133
split_gain=27.4452 6.40854 2.87381 2.29713 3.64859 2.21165 1.75933 1.45775 1.32768 1.74985 1.31734 2.44598 1.21096 1.09246 1.95599 1.14817 1.00419 0.785894 1.1764 0.96208 0.264255 0.168313
threshold=0.10141500000000002 -0.049509999999999992 -0.080389999999999989 -1.0000000180025095e-35 0.14721500000000001 -0.077559999999999976 0.099325000000000011 -0.076489999999999989 0.083925000000000013 -0.085104999999999986 -0.0061449999999999986 -1.0000000180025095e-35 -0.12077499999999998 -0.029309999999999996 -0.013024999999999998 -0.071329999999999991 0.077930000000000013 -0.021179999999999997 -0.12431499999999999 0.093935000000000005 0.11500500000000001 0.089380000000000015
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 7 -1 -3 5 16 8 -2 13 -10 20 -12 -9 15 -15 17 -5 18 -4 -19 21 -8
right_child=1 3 6 4 -6 -7 10 12 9 -11 11 -13 -14 14 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0010781488726285173 0.0010972356634631091 0.0002546793668282015 0.0021596936230228289 0.00051699468034338797 0.00020155876164438557 0.0014977745874592151 0.001827198673792664 0.0020021607649985066 0.0011117460932567331 0.0019470516659195363 0.0017857633676426421 0.00085093238509788597 0.0013616877566448818 0.001860192243942693 0.0026940277171777407 0.001410795356078193 0.0011102226396546967 0.0020252309994969603 0.0016671718256321957 0.0017395662782285176 0.0019794262577933993 0.0015749777581437056
leaf_weight=55 79 86 68 64 67 85 64 62 53 57 66 57 68 72 54 52 61 660 247 162 60 59
leaf_count=55 79 86 68 64 67 85 64 62 53 57 66 57 68 72 54 52 61 660 247 162 60 59
internal_value=0 0.000991584 0.00182227 0.000726363 0.000872679 0.00108663 0.00184589 0.00145206 0.00189479 0.00154491 0.00161809 0.00135284 0.00166742 0.00192403 0.00221783 0.00189286 0.000806772 0.00191488 0.00177361 0.00196897 0.00179618 0.0017065
internal_weight=0 572 1786 363 277 210 1731 209 1425 110 306 123 130 1315 126 1189 125 1137 315 822 183 123
internal_count=2358 572 1786 363 277 210 1731 209 1425 110 306 123 130 1315 126 1189 125 1137 315 822 183 123
is_linear=0
shrinkage=0.0032998


Tree=3321
num_leaves=19
num_cat=0
split_feature=9 149 50 52 50 52 12 11 12 0 52 1 52 52 52 15 12 12
split_gain=1.36423 0.795792 0.580746 0.616055 0.608168 0.594138 0.692899 0.689594 0.546499 0.466152 0.618044 0.434723 0.392019 0.36211 0.862598 0.348367 0.342283 0.45875
threshold=-1.0000000180025095e-35 0.079625000000000015 1.0000000180025095e-35 0.26959000000000005 0.089915000000000009 0.0074400000000000013 -0.088684999999999986 0.082485000000000017 0.091625000000000012 -0.082234999999999989 0.084675000000000014 0.081005000000000008 0.086595000000000019 0.12371000000000001 0.10096500000000001 -0.012299999999999997 0.088635000000000005 0.091955000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2 8 -8 10 -7 15 -12 14 -11 -6 -13 -18
right_child=1 -3 4 -5 11 9 7 -9 -10 13 12 16 -14 -15 -16 -17 17 -19
leaf_value=-0.0129640811830999 -0.0072793185592108572 0.029271732049030705 0.02812979353715658 -0.0051456460079334068 0.010434524021325102 0.030505544737089871 0.008256480024286833 0.020431052237542695 -0.00075693905713804829 0.010892937128176589 0.00071912111182500431 0.023994313038205276 0.016082675027098946 0.019251335352444037 -0.011622708738942781 -0.0066221822604896905 -0.0015170627427364034 0.018041372646977791
leaf_weight=79 101 52 70 102 87 67 628 95 258 155 58 86 209 54 66 52 52 87
leaf_count=79 101 52 70 102 87 67 628 95 258 155 58 86 209 54 66 52 52 87
internal_value=0 0.00908122 0.00860898 0.00729611 0.0140288 0.00804763 0.00572436 0.00706496 0.00562982 0.0121725 0.0163185 0.0113123 0.0127519 0.00713047 0.00416084 0.00404093 0.0157965 0.0107119
internal_weight=0 2279 2227 1793 434 1691 1082 981 886 609 334 364 267 275 221 139 225 139
internal_count=2358 2279 2227 1793 434 1691 1082 981 886 609 334 364 267 275 221 139 225 139
is_linear=0
shrinkage=0.16499


Tree=3322
num_leaves=17
num_cat=0
split_feature=9 471 50 15 158 10 1429 48 50 43 52 52 50 51 15 158
split_gain=0.943915 0.471456 0.437577 0.613476 0.691703 0.62599 0.66455 0.619029 0.55432 0.416045 0.41168 0.761529 0.376059 0.211998 0.289486 0.0752522
threshold=-1.0000000180025095e-35 0.088700000000000015 0.083090000000000011 -0.4680149999999999 0.07968500000000002 -0.0026549999999999994 0.084770000000000012 -0.082959999999999992 0.089915000000000009 -0.083154999999999993 -0.096614999999999993 -0.029869999999999997 0.12170000000000002 0.10736500000000002 0.089050000000000004 0.10812500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -4 -10 -6 -12 13 14 -11 -13
right_child=1 -3 8 4 10 6 -8 -9 9 12 11 15 -14 -15 -16 -17
leaf_value=-0.010998005948650016 0.024011653016225792 -0.0075291580522267136 0.029333697477520768 -0.012973089266062471 0.028280159416859369 0.02400090085620913 -0.0090146499491884861 0.0059334759767006046 0.020099059696985652 -0.0015932046507020051 -0.004669703046669518 0.01503086762062107 -0.0035697760139164134 0.019602194027849157 0.01426063056057183 0.02423334744398567
leaf_weight=79 58 56 52 52 53 56 81 1357 97 58 56 52 68 57 74 52
leaf_count=79 58 56 52 52 53 56 81 1357 97 58 56 52 68 57 74 52
internal_value=0 0.00770466 0.00808923 0.00697102 0.00640811 0.00516765 0.00580026 0.0066508 0.0130892 0.0106979 0.0154032 0.0111265 0.00714266 0.0110064 0.00728094 0.0196494
internal_weight=0 2279 2223 1817 1759 1546 1494 1413 406 354 213 160 257 189 132 104
internal_count=2358 2279 2223 1817 1759 1546 1494 1413 406 354 213 160 257 189 132 104
is_linear=0
shrinkage=0.16829


Tree=3323
num_leaves=23
num_cat=0
split_feature=4 51 43 13 401 448 13 133 150 2 4 52 52 4 2 4 13 43 43 52 155 133
split_gain=0.577847 0.794706 0.76712 0.78743 0.532705 0.462013 0.594494 0.440545 0.577656 0.363056 0.494456 0.714797 1.58483 0.557229 0.434132 0.402165 0.384701 0.283774 0.370031 0.223006 0.20476 0.0958735
threshold=-0.060264999999999992 0.10446500000000002 -0.23919999999999997 0.098080000000000014 0.091505000000000017 -0.065209999999999976 0.031740000000000011 -0.14755499999999996 0.083295000000000022 0.090225000000000014 -0.083584999999999979 0.081680000000000016 -0.011499999999999998 -0.082249999999999976 0.084145000000000011 -0.080874999999999989 -0.048554999999999994 0.057265000000000003 -0.039409999999999994 0.074235000000000009 0.083440000000000014 -0.0047949999999999989
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 9 -2 4 5 -4 7 -7 -9 10 11 12 -1 -12 -13 -15 19 18 -11 -17 -20 -16
right_child=2 -3 3 -5 -6 6 -8 8 -10 17 13 14 -14 15 21 16 -18 -19 20 -21 -22 -23
leaf_value=0.014490694561720599 0.022990825651481195 0.026464767686350105 -0.0095164789257457961 -0.015480621672796324 -0.012718669140048832 0.016477585955701313 0.022866619103115687 0.0013211091351146105 0.01082876999881109 -0.0034157315660616849 0.029454247883134006 0.024407628530770144 -0.021451618868748728 0.00084613064310747228 0.0013577913264979161 0.016408695780406324 0.027554427928142704 -0.008644003321245505 0.016575956958444157 0.0026617430048118938 0.0030117514079673383 0.011384874826005623
leaf_weight=68 56 69 63 63 53 80 52 790 235 85 58 57 71 76 56 80 53 52 75 58 55 53
leaf_count=68 56 69 63 63 53 80 52 790 235 85 58 57 71 76 56 80 53 52 75 58 55 53
internal_value=0 0.00905025 0.00368972 0.00287934 0.00378938 0.004508 0.00527321 0.00444365 0.00350267 0.00770867 0.00991375 0.00503792 -0.0038554 0.014484 0.0124956 0.0112253 0.0153458 0.00249896 0.00520235 0.010644 0.0108511 0.00624983
internal_weight=0 966 1392 1336 1273 1220 1157 1105 1025 897 630 305 139 325 166 267 191 267 215 138 130 109
internal_count=2358 966 1392 1336 1273 1220 1157 1105 1025 897 630 305 139 325 166 267 191 267 215 138 130 109
is_linear=0
shrinkage=0.16829


Tree=3324
num_leaves=18
num_cat=0
split_feature=2 12 13 14 2 3 2 12 2 2 16 3 0 15 2 2 1456
split_gain=19.6721 14.0425 4.40267 3.77135 3.16586 2.52961 1.91805 1.83465 1.85092 1.19336 1.48154 1.08483 0.938932 0.726319 0.938874 0.753497 0.57814
threshold=0.11366500000000002 -0.073474999999999985 -0.10899499999999999 0.076975000000000002 -1.0000000180025095e-35 0.10323000000000002 -0.0091949999999999983 0.089370000000000019 0.12454500000000002 0.089885000000000007 0.0086100000000000013 -0.075194999999999998 -0.081854999999999997 -0.046449999999999998 0.10255500000000002 0.093595000000000025 0.084020000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 -1 6 -3 12 -9 10 16 -12 -4 14 -11 -15 -8
right_child=2 3 7 -5 -6 -7 9 8 -10 13 11 -13 -14 15 -16 -17 -18
leaf_value=0.0007765807950549711 0.00065244798700515383 0.0015779986653256235 0.00090512160351982813 0.0029872068875554064 0.0016531152492100078 0.0015233301611032109 0.0023306289756494201 0.0021246790828355656 0.0013493736210896542 0.0020747224171372473 0.0017501852224904759 0.0023305104013230022 0.0014505646634110621 0.0019605621583394014 0.0016147566481689146 0.0022844373435870801 0.0020058132446371959
leaf_weight=92 97 58 63 60 88 69 843 69 66 141 100 55 77 128 75 211 66
leaf_count=92 97 58 63 60 88 69 843 69 66 141 100 55 77 128 75 211 66
internal_value=0 0.00208465 0.00125754 0.00217228 0.0012053 0.00214425 0.00216978 0.00147085 0.0017459 0.00219096 0.00225602 0.00195633 0.00120537 0.00206616 0.00191518 0.00216225 0.00230708
internal_weight=0 1986 372 1806 180 1746 1677 275 135 1619 1064 155 140 555 216 339 909
internal_count=2358 1986 372 1806 180 1746 1677 275 135 1619 1064 155 140 555 216 339 909
is_linear=0
shrinkage=0.0032998


Tree=3325
num_leaves=13
num_cat=0
split_feature=0 40 150 43 158 12 150 133 1 13 13 52
split_gain=1.41173 0.855462 0.776234 0.652415 0.577665 0.517582 0.461841 0.452519 0.452178 1.16981 0.66451 0.436277
threshold=0.12474500000000001 -0.084904999999999994 0.10921500000000002 -1.0000000180025095e-35 0.090045000000000014 -0.10236499999999998 0.097210000000000005 -1.0000000180025095e-35 0.12337000000000002 -0.10477499999999999 -0.016999999999999998 -0.0082999999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 8 -6 9 -7 -10 -9
right_child=-2 2 3 -5 7 6 -8 11 10 -11 -12 -13
leaf_value=-0.013078241521271445 -0.019025170969683765 0.023982924644285791 0.004692189785866544 -0.021696980585190734 -0.014637610807391094 0.024639493294496197 0.022596462024415769 -0.0052036940303739187 -0.017495677779878243 0.0060458971917983226 0.0091430118736030817 0.013734235140780978
leaf_weight=70 70 52 54 52 58 102 52 79 53 1605 53 61
leaf_count=70 70 52 54 52 58 102 52 79 53 1605 53 61
internal_value=0 0.00523156 0.00580944 -0.00823649 0.00651425 0.0074083 0.00694521 -0.00213275 0.00649531 0.00715799 -0.00415938 0.003035
internal_weight=0 2291 2221 106 2115 1917 1865 198 1813 1707 106 140
internal_count=2361 2291 2221 106 2115 1917 1865 198 1813 1707 106 140
is_linear=0
shrinkage=0.16829


Tree=3326
num_leaves=28
num_cat=0
split_feature=3 3 39 2 2 3 52 40 123 0 3 52 52 3 3 0 52 3 2 13 159 52 42 13 0 42 2
split_gain=47.5531 20.061 10.1362 11.6293 9.20417 3.57969 3.99594 2.52046 2.44372 1.96698 1.8965 1.32208 1.33879 2.18631 1.18193 1.10396 0.582191 0.518586 0.568858 0.516168 0.601572 0.553809 0.509545 0.448643 0.296387 0.218807 0.102439
threshold=-0.058704999999999993 0.30112000000000005 0.081875000000000017 0.10887500000000001 0.10124000000000001 -0.10175499999999998 -0.11333999999999998 -0.084904999999999994 0.086730000000000015 -0.065249999999999989 -0.12077499999999998 -0.096614999999999993 0.024560000000000002 0.086245000000000016 -0.081784999999999983 -0.11471499999999998 0.087765000000000024 -0.080734999999999987 0.095620000000000011 0.0019650000000000002 0.042925000000000005 0.091275000000000009 0.085495000000000015 -0.061199999999999991 -0.084114999999999981 -0.088814999999999991 0.088885000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 11 9 6 -6 -4 26 10 -1 -2 13 -13 19 -5 23 -16 24 20 21 -12 -11 -7 -19 -21 -9
right_child=1 -3 7 15 5 16 -8 8 -10 22 14 12 -14 -15 17 -17 -18 18 -20 25 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0026656018998054685 0.0024654091353647802 -0.00044306202156536644 7.216327179949668e-05 0.00040468562836121105 0.0017485975538811191 0.0018814919672526396 0.00055652551430785725 0.0011010890263107396 0.00042952316936487446 0.0019397997718631575 0.0022739548212105552 0.002132389193403323 0.0023158340447111572 0.0012279679510738943 0.0017850453227536177 0.0010622215268407192 0.002070870487547317 0.0020111345797245352 0.0017582404056450944 0.0019066237723509643 0.002555781800961136 0.0019739302748226755 0.0014794423754642477 0.0014449405742944506 0.0022104364439639711 0.002193577957868599 0.0013159761889941983
leaf_weight=81 55 92 55 59 54 52 71 52 76 53 454 58 52 59 89 53 61 158 57 71 71 81 54 53 184 54 52
leaf_count=81 55 92 55 59 54 52 71 52 76 53 454 58 52 59 89 53 61 158 57 71 71 81 54 53 184 54 52
internal_value=0 0.000986643 0.00121706 0.00158482 0.00202884 0.00149423 0.00107178 0.000691089 0.000880009 0.00213939 0.00217488 0.002019 0.00187351 0.00167661 0.00214225 0.000716156 0.00181213 0.00201573 0.00206709 0.00222666 0.00226699 0.0022286 0.0017078 0.00166147 0.00211846 0.00203087 0.00120887
internal_weight=0 663 571 336 1698 291 125 235 180 1407 1300 224 169 117 1219 112 166 488 399 731 606 535 107 105 342 125 104
internal_count=2361 663 571 336 1698 291 125 235 180 1407 1300 224 169 117 1219 112 166 488 399 731 606 535 107 105 342 125 104
is_linear=0
shrinkage=0.0032998


Tree=3327
num_leaves=21
num_cat=0
split_feature=2 12 16 2 2 2 2 12 12 12 474 16 49 0 132 0 2 0 12 2
split_gain=20.2469 13.1772 5.00423 3.53646 2.34863 2.3119 1.903 1.79091 1.36192 1.00999 0.940114 1.53383 1.6938 0.737287 0.59549 0.549904 0.511877 0.471321 0.159916 0.132447
threshold=0.13880500000000004 -0.011819999999999999 -0.39442499999999997 -1.0000000180025095e-35 0.16730000000000003 0.10161500000000002 0.097070000000000004 0.078515000000000015 0.087545000000000026 0.086315000000000017 0.086280000000000009 -0.004174999999999999 0.0065400000000000015 -0.064804999999999988 1.0000000180025095e-35 -0.067094999999999988 0.096425000000000025 -0.12608499999999997 0.091955000000000023 0.11252000000000002
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 7 -1 -2 9 -5 -3 -7 10 11 12 -4 14 16 -10 -11 -8 -16 -17
right_child=4 2 5 6 -6 8 17 -9 15 13 -12 -13 -14 -15 18 19 -18 -19 -20 -21
leaf_value=0.00050776708353580979 0.00079709831393364632 0.00087082577280473425 0.0019144626927971207 0.0018315199464036046 -6.9333740119346515e-05 0.0012972060401225418 0.00084217541986914826 0.0015786681880504182 0.0015585513011034686 0.0018969345063139036 0.0016595394357645555 0.002481510552770805 0.0025263260781598356 0.0015610903353292006 0.0020057470795035994 0.001785336540122097 0.0015736033863912656 0.0012896975064533936 0.0022717017703261203 0.0020041270798589472
leaf_weight=90 95 68 313 54 53 95 52 92 82 728 58 96 59 75 54 60 59 52 53 73
leaf_count=90 95 68 313 54 53 95 52 92 82 728 58 96 59 75 54 60 59 52 53 73
internal_value=0 0.00174757 0.00183805 0.0010305 0.000486584 0.00188767 0.00132804 0.00127806 0.00162762 0.00194157 0.00205868 0.00210807 0.0020116 0.00187796 0.0019045 0.00177346 0.00187274 0.00106628 0.00213781 0.00190569
internal_weight=0 2213 1965 248 148 1805 158 160 310 1495 526 468 372 969 894 215 787 104 107 133
internal_count=2361 2213 1965 248 148 1805 158 160 310 1495 526 468 372 969 894 215 787 104 107 133
is_linear=0
shrinkage=0.0032998


Tree=3328
num_leaves=19
num_cat=0
split_feature=1 1 457 39 12 1 12 147 51 16 51 16 16 160 12 159 12 12
split_gain=39.3042 10.2014 8.07818 3.70989 3.43018 2.68281 2.37616 1.44296 1.54116 1.3995 1.06788 1.04275 1.82188 1.30306 0.809926 0.77018 0.354135 0.234973
threshold=0.10322500000000003 0.12450500000000002 0.079590000000000008 0.081875000000000017 0.085090000000000013 0.14699000000000004 0.099815000000000015 0.085835000000000009 -0.15171499999999996 -0.072054999999999994 -0.099134999999999987 0.0060650000000000009 -0.019749999999999993 -0.071139999999999995 0.11769500000000001 0.078675000000000009 0.098330000000000015 0.10544500000000001
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 6 15 9 7 8 -1 -3 -10 12 -12 -13 17 -2 -6 -8
right_child=1 5 -4 -5 16 -7 14 -9 10 -11 11 13 -14 -15 -16 -17 -18 -19
leaf_value=0.0017186046806865825 0.0015268531095661579 0.00052705325291474826 0.00027471055791362714 0.0014444854696439476 0.0022341735416570234 -3.8041365358375868e-05 0.0018021206467275315 0.001651624601500477 0.0026906790694507217 0.0011922628732716541 0.0021918959889343169 0.0015541260846399113 0.0025214030508360057 0.002148665324188186 0.0014862500574769615 0.0010174847710633496 0.0018770989707536248 0.0020594673926634046
leaf_weight=66 88 93 52 86 75 63 73 52 55 55 879 52 233 184 57 52 54 92
leaf_count=66 88 93 52 86 75 63 73 52 55 55 879 52 233 184 57 52 54 92
internal_value=0 0.00109559 0.00146612 0.00211479 0.0016963 0.000531724 0.00214784 0.00219451 0.0022137 0.000774498 0.00223696 0.00221843 0.00226097 0.00201781 0.00182798 0.00133791 0.00208497 0.00194582
internal_weight=0 532 321 1829 269 211 1743 1521 1469 148 1403 1348 1112 236 222 140 129 165
internal_count=2361 532 321 1829 269 211 1743 1521 1469 148 1403 1348 1112 236 222 140 129 165
is_linear=0
shrinkage=0.0032998


Tree=3329
num_leaves=9
num_cat=0
split_feature=3 147 15 1186 376 151 160 15
split_gain=2.314 0.807701 1.03618 0.738924 0.978115 1.00493 0.552937 0.580552
threshold=0.32329500000000005 0.089365000000000014 0.13393000000000002 0.083980000000000013 0.083785000000000012 0.085465000000000013 -0.53447999999999996 -0.42075999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.0042804831674464212 -0.02449102961994342 -0.0072786621148977163 -0.013463580290890597 -0.0086432435947700875 -0.0080419762060261208 0.032805445062759606 -0.0033540906409943979 0.011640695829950852
leaf_weight=69 61 86 55 59 78 59 76 1818
leaf_count=69 61 86 55 59 78 59 76 1818
internal_value=0 0.00871103 0.00933294 0.00991451 0.0104367 0.0111505 0.0104987 0.0110381
internal_weight=0 2300 2214 2159 2100 2022 1963 1894
internal_count=2361 2300 2214 2159 2100 2022 1963 1894
is_linear=0
shrinkage=0.16829


Tree=3330
num_leaves=17
num_cat=0
split_feature=49 1 15 3 0 49 1 49 0 15 0 52 4 3 0 159
split_gain=1.46434 1.24054 1.53359 1.16104 0.99017 0.829718 0.788725 0.575655 0.535942 0.459803 0.454942 1.63673 0.972216 0.728141 0.735744 0.446216
threshold=-0.0088649999999999996 0.085720000000000005 -0.092059999999999989 0.11745500000000002 -0.14989499999999997 -0.054509999999999996 0.13539000000000004 -0.081429999999999989 -0.089964999999999976 -0.0043649999999999991 0.048655000000000011 -0.085464999999999985 -0.13833499999999996 -0.12077499999999998 -0.11327499999999999 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 9 7 -5 -4 -1 -2 12 -12 -6 -14 -15 -16
right_child=3 2 5 6 10 -7 -8 -9 -10 -11 11 -13 13 14 15 -17
leaf_value=0.021727515069554448 0.015930461598741383 -0.033025581713467547 -0.0028674501626600457 -0.018174728217191464 -0.011889721289796455 -0.018251507342068263 0.008473404732028773 0.019114784352464227 0.0017853209682679792 0.038394052563679559 0.0010962048834772286 0.039491901466467035 0.026950298315944032 -0.0087500018269745291 0.0091728730275240835 0.01855298086132879
leaf_weight=71 52 55 87 66 58 58 60 55 83 52 64 62 71 60 1239 163
leaf_count=71 52 55 87 66 58 58 60 55 83 52 64 62 71 60 1239 163
internal_value=0 -0.000930361 -0.00813704 0.0101427 0.011224 -0.00128371 -0.00547088 0.00563414 0.0109911 0.0271795 0.0102565 0.0200036 0.00948347 0.0102933 0.00948312 0.0102647
internal_weight=0 409 255 1947 1821 200 126 142 154 104 1717 126 1591 1533 1462 1402
internal_count=2356 409 255 1947 1821 200 126 142 154 104 1717 126 1591 1533 1462 1402
is_linear=0
shrinkage=0.16829


Tree=3331
num_leaves=15
num_cat=0
split_feature=2 150 1 16 48 11 41 129 12 475 1 475 159 4
split_gain=1.17381 0.8855 0.835062 1.36532 1.29492 0.813308 0.639838 0.53333 0.532923 0.590429 0.717984 0.491923 0.54077 0.200242
threshold=0.17730000000000004 1.0000000180025095e-35 0.085720000000000005 -0.41574999999999995 0.085510000000000017 0.091795000000000015 0.07831500000000001 0.088990000000000014 0.085665000000000005 -0.073994999999999991 0.096190000000000012 -0.082549999999999998 0.0055900000000000004 -0.078909999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 8 9 -1 -11 -10 -13 -9
right_child=-2 2 3 4 -6 -7 -8 13 11 10 -12 12 -14 -15
leaf_value=-0.010705773907946551 -0.017914811622543114 0.012018788946991097 0.014055026715491218 -0.036744633304562999 -0.0036849403821865921 0.029257764729527767 0.022405941891002163 0.025373303161371333 0.022388411695354288 0.0098002785097522898 -0.0024742697545376362 0.0064955164195159469 0.018005291839669771 0.011987278124780266
leaf_weight=80 53 93 60 54 89 53 85 57 72 328 229 897 133 73
leaf_count=80 53 93 60 54 89 53 85 57 72 328 229 897 133 73
internal_value=0 0.00740727 -0.00118015 -0.0072358 -0.0161816 0.00867467 0.00811546 0.00746458 0.00668566 0.00280664 0.00475061 0.00892626 0.00798347 0.0178704
internal_weight=0 2303 296 203 143 2007 1954 1869 1739 637 557 1102 1030 130
internal_count=2356 2303 296 203 143 2007 1954 1869 1739 637 557 1102 1030 130
is_linear=0
shrinkage=0.16829


Tree=3332
num_leaves=19
num_cat=0
split_feature=1375 1 0 151 16 51 0 474 2 123 16 16 47 1186 1 15 51 51
split_gain=0.854087 0.692193 1.4754 0.987221 0.962754 0.588888 0.653738 0.532748 0.633807 0.715769 0.934765 0.682475 1.15941 0.439394 0.397274 0.384757 0.82973 0.548362
threshold=-0.13067499999999996 0.098370000000000027 -0.14310999999999999 -0.086224999999999982 -0.088734999999999994 0.11178000000000002 0.11026000000000001 0.023345000000000001 0.11123500000000001 0.086935000000000026 -0.092714999999999978 -0.062394999999999992 0.085770000000000027 0.068350000000000008 0.11530500000000002 -0.074054999999999996 -0.069834999999999994 -0.096089999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 13 8 11 10 -10 14 -13 15 -5 16 -4 -17
right_child=1 3 5 7 -6 -7 -8 -9 9 -11 -12 12 -14 -15 -16 17 -18 -19
leaf_value=-0.015631935626089243 0.01191781301853951 -0.015365126315285121 0.029176446831851104 0.025973777524856252 0.041382634256143844 -0.007264227465163536 0.02565783675244053 0.017978979487197008 -0.02378268078764547 0.011542379517169701 0.0028858551492624931 -0.013289405966357337 0.018390296292524245 0.021509831524555729 0.007164754047635888 -0.007582656305844101 0.0070277788240007714 0.0056928291361032345
leaf_weight=52 69 86 59 62 58 83 53 68 78 54 71 83 54 54 66 97 257 952
leaf_count=52 69 86 59 62 58 83 53 68 78 54 71 83 54 54 66 97 257 952
internal_value=0 0.00616874 0.00794279 0.00136849 0.0253883 0.00651683 0.0072951 0.00405671 0.00202998 -0.00504075 -0.0110628 0.00745321 -0.000789402 0.00660798 0.0162894 0.00601714 0.0111688 0.00446355
internal_weight=0 2304 1682 622 127 1555 1472 536 468 203 149 265 137 1419 128 1365 316 1049
internal_count=2356 2304 1682 622 127 1555 1472 536 468 203 149 265 137 1419 128 1365 316 1049
is_linear=0
shrinkage=0.16829


Tree=3333
num_leaves=12
num_cat=0
split_feature=97 3 14 13 3 1 156 13 13 474 43
split_gain=0.62936 0.771038 0.784554 0.540002 0.592658 0.539142 0.521098 0.570688 0.473865 0.594058 0.479867
threshold=-1.0000000180025095e-35 0.31343500000000007 -0.10708499999999999 -0.11122999999999998 0.11745500000000002 0.088415000000000007 0.088250000000000009 -0.053824999999999991 -0.08125499999999998 0.023345000000000001 -0.085894999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -4 8 -8 10 -10 -5
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.012959649715350852 0.021507412434742863 -0.0098254585679309735 0.025022059608003473 0.013416036111205457 -0.012804330008373374 0.0028683949970138667 0.0060902465901776157 -0.012099836173133387 0.0066568837908948268 0.022646310397720418 -0.00044168581470436943
leaf_weight=54 82 91 71 80 53 52 90 98 1165 67 453
leaf_count=54 82 91 71 80 53 52 90 98 1165 67 453
internal_value=0 0.00505135 0.00566445 0.00505342 0.00440154 0.0156706 0.00486937 -0.00338245 0.00574931 0.00752787 0.00163497
internal_weight=0 2302 2211 2129 2006 123 1953 188 1765 1232 533
internal_count=2356 2302 2211 2129 2006 123 1953 188 1765 1232 533
is_linear=0
shrinkage=0.16499


Tree=3334
num_leaves=21
num_cat=0
split_feature=4 3 3 43 4 4 3 15 13 43 0 13 41 457 43 13 3 4 133 2
split_gain=40.9652 12.9344 6.79582 5.45674 2.30383 2.26438 4.03629 1.70327 2.15858 1.67552 1.45037 1.18749 1.05815 0.959756 0.828106 0.637653 0.804905 0.709212 0.613868 0.277398
threshold=0.30163500000000004 -0.06340999999999998 0.30112000000000005 -0.033174999999999989 0.053255000000000004 -0.030434999999999993 0.092330000000000009 -0.42443999999999993 -0.0074049999999999993 -0.116045 -0.10075499999999998 -0.021674999999999996 0.07831500000000001 0.080930000000000016 0.13543000000000002 0.18997000000000003 -0.11756999999999999 -0.082249999999999976 0.089135000000000006 0.074875000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 12 -5 14 8 -2 -3 -9 -11 13 15 -7 16 -1 -18 19 -6
right_child=7 2 -4 5 18 6 -8 10 -10 11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0013236936543861669 -7.8826559060389691e-05 0.0011318534929173978 -0.00014670916098678032 0.0017805692037613529 0.0011850481196336075 0.0016882491396579605 0.00041150840727503167 4.7682298930369819e-05 0.0007816399722829346 0.00080817707861887561 -0.00069122329478033039 0.00015107644142732694 0.0020776548706442546 0.001212875647369951 0.0011592485079646227 0.0019774354275612859 0.0017778744857139656 0.0015832887988682586 0.00096727083780324215 0.0015135165665433978
leaf_weight=103 79 53 53 100 52 80 55 65 53 52 52 71 53 67 55 53 273 856 66 65
leaf_count=103 79 53 53 100 52 80 55 65 53 52 52 71 53 67 55 53 273 856 66 65
internal_value=0 0.00142477 0.000972349 0.0010997 0.00157261 0.00137798 0.00116591 9.3178e-06 0.000266397 0.000640968 -0.000280419 0.000429162 0.00161805 0.0016 0.00147299 0.00162016 0.00160476 0.00163037 0.00122356 0.00136783
internal_weight=0 2107 519 466 1588 290 190 249 132 176 117 123 1405 1352 135 1285 1232 1129 183 117
internal_count=2356 2107 519 466 1588 290 190 249 132 176 117 123 1405 1352 135 1285 1232 1129 183 117
is_linear=0
shrinkage=0.0032998


Tree=3335
num_leaves=18
num_cat=0
split_feature=1 2 43 48 49 1427 0 1453 1429 474 124 43 159 49 2 16 0
split_gain=1.6694 0.514697 0.557295 0.664374 0.708989 0.50522 0.532956 0.5349 0.617898 0.752105 0.68861 0.482259 0.453866 0.342115 0.364533 0.423134 0.187518
threshold=0.14846500000000004 0.099325000000000011 0.0045450000000000013 0.094925000000000023 0.055245000000000009 0.078535000000000008 -0.15653499999999998 -0.049419999999999992 0.084690000000000015 0.083685000000000023 -0.051674999999999992 0.15737500000000001 0.093320000000000014 0.085605000000000014 0.11404000000000002 0.19022000000000003 -0.069974999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 12 -5 6 -1 -8 9 10 -9 -4 13 14 15 -3 -15
right_child=-2 2 11 4 -6 -7 7 8 -10 -11 -12 -13 -14 16 -16 -17 -18
leaf_value=0.020960902075885083 -0.024063606296896703 0.010538930668110459 -0.019041337917875337 -0.020058152058054338 0.006484298263079928 0.023619648523274524 -0.008348111120949556 -0.0073146573608973029 -0.0075525015196824799 0.022711756962667855 0.0077843547916846079 0.0027700033125754005 0.021816600847480789 -0.01014759434601312 0.01619026660288593 -0.0073541959140719865 0.0040625287572201791
leaf_weight=73 54 92 61 59 55 53 68 92 79 89 1198 54 53 52 103 63 53
leaf_count=73 54 92 61 59 55 53 68 92 79 89 1198 54 53 52 103 63 53
internal_value=0 0.00586607 0.00183077 0.00413733 -0.00723682 0.00744051 0.00690312 0.00622945 0.00691057 0.00774043 0.00670613 -0.00878387 0.00725861 0.00512811 0.00842583 0.00325465 -0.00295776
internal_weight=0 2297 645 530 114 1652 1599 1526 1458 1379 1290 115 416 363 258 155 105
internal_count=2351 2297 645 530 114 1652 1599 1526 1458 1379 1290 115 416 363 258 155 105
is_linear=0
shrinkage=0.16829


Tree=3336
num_leaves=11
num_cat=0
split_feature=3 4 3 11 16 376 159 4 157 16
split_gain=1.35121 0.674573 1.1762 0.868062 0.767461 0.465161 0.488534 0.462172 0.41339 0.383642
threshold=0.32329500000000005 -0.17689999999999997 -0.16228999999999996 0.078065000000000009 0.21684500000000004 0.086100000000000024 0.11819000000000002 -0.096364999999999992 -0.095909999999999981 0.42146500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 6 7 -4 -9 -6
right_child=-2 2 3 -5 9 -7 -8 8 -10 -11
leaf_value=0.026482214945339377 -0.018889982984828708 -0.018904676767246813 -0.010490726703990344 0.023796887308773908 -0.0051190692799141192 -0.011374265007244477 -0.008987892692789835 -0.0068855676425940184 0.0061212072141576743 0.014437243130666466
leaf_weight=85 69 61 52 66 53 53 72 72 1707 61
leaf_count=85 69 61 52 66 53 53 72 72 1707 61
internal_value=0 0.00500878 0.00411324 0.00480854 0.0143736 0.00416691 0.00460069 0.00513601 0.00559378 0.00532951
internal_weight=0 2282 2083 2022 199 1956 1903 1831 1779 114
internal_count=2351 2282 2083 2022 199 1956 1903 1831 1779 114
is_linear=0
shrinkage=0.16829


Tree=3337
num_leaves=13
num_cat=0
split_feature=3 15 16 41 11 1446 42 3 3 3 43 3
split_gain=0.934728 0.452709 0.907781 0.419011 0.685949 0.487329 0.430421 0.740774 0.535375 0.813824 0.644523 0.525873
threshold=0.32329500000000005 -0.40312499999999996 -0.42372999999999994 0.083975000000000008 0.080455000000000013 0.10428500000000002 0.085790000000000019 -0.087454999999999991 -0.0044449999999999993 0.10812000000000001 -0.0010499999999999999 -0.083584999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 10 -10 -3 -9
right_child=-2 3 -4 -5 -6 -7 7 11 9 -11 -12 -13
leaf_value=0.011541772872208549 -0.015710991832589283 0.0034061871889787313 -0.016990306978896839 -0.0083385968974002706 0.018922832910322266 -0.011573599928662141 0.024843079834242731 -0.0066756914563263344 0.018369715495909184 -0.00081468070095067383 -0.0072956560541104689 0.0080804172296691668
leaf_weight=53 69 728 78 67 98 52 68 77 140 113 204 604
leaf_count=53 69 728 78 67 98 52 68 77 140 113 204 604
internal_value=0 0.00416545 -0.00543308 0.00475086 0.00517254 0.00449312 0.00492604 0.00808528 0.00292768 0.00979409 0.0010618 0.00640932
internal_weight=0 2282 131 2151 2084 1986 1934 749 1185 253 932 681
internal_count=2351 2282 131 2151 2084 1986 1934 749 1185 253 932 681
is_linear=0
shrinkage=0.16829


Tree=3338
num_leaves=21
num_cat=0
split_feature=1 4 16 2 4 2 14 1 4 16 16 16 48 4 15 4 13 1 16 2
split_gain=34.8008 7.52674 6.6301 3.83593 3.04615 2.51021 1.67254 1.48639 1.32056 1.27853 1.5023 1.41946 1.24611 1.08095 0.89994 0.896308 0.740785 0.732999 0.520745 0.0648717
threshold=0.104035 0.41181500000000004 0.022165000000000004 0.092235000000000025 0.24099500000000004 0.10161500000000002 0.062655000000000016 0.14566000000000004 -0.47860499999999995 0.0086100000000000013 -1.0000000180025095e-35 0.081265000000000018 0.081275000000000014 -0.062109999999999992 -0.46319999999999995 0.053455000000000009 -0.092704999999999996 0.095510000000000012 0.25761500000000009 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 8 14 -1 10 17 -11 15 -4 -3 18 -5 -10 -7 -13
right_child=1 7 13 16 -6 12 -8 -9 9 11 -12 19 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0026123657480991839 0.001664405872242553 0.0010714027331219956 0.0023609187987421567 0.00038474446245957038 0.0013282072934479164 0.001888912665393185 0.002674465008162776 0.00014102675840231595 0.0021453696852900932 0.0014920864748114815 0.0026468243064774999 0.0021861497876837508 0.001353805037583475 0.0017499527597851932 0.00056198220626214478 0.0015703134456097674 0.00091012781454510405 0.0017755814799872379 0.0022662638831748324 0.002006602235248298
leaf_weight=61 67 68 54 53 57 98 66 52 1059 72 64 52 52 78 86 59 66 63 70 54
leaf_count=61 67 68 54 53 57 98 66 52 1059 72 64 52 52 78 86 59 66 63 70 54
internal_value=0 0.00111589 0.00143428 0.0010325 0.00208072 0.00210493 0.00215881 0.000624222 0.0021349 0.00211352 0.00215285 0.00185133 0.00181686 0.00200016 0.00078715 0.00192278 0.00067643 0.00212464 0.00204635 0.00209501
internal_weight=0 524 318 186 1827 1770 1491 206 1425 1364 1186 178 279 132 154 227 119 1122 168 106
internal_count=2351 524 318 186 1827 1770 1491 206 1425 1364 1186 178 279 132 154 227 119 1122 168 106
is_linear=0
shrinkage=0.0032998


Tree=3339
num_leaves=22
num_cat=0
split_feature=4 3 3 2 2 150 150 49 160 1420 16 2 2 3 159 16 42 42 13 13 13
split_gain=27.8505 6.27805 3.1519 3.72102 2.03943 1.57565 1.46587 1.14348 0.861146 0.79559 0.869792 1.21858 0.917087 0.759444 0.751025 0.628069 0.596241 1.02057 0.781365 0.434221 0.370991
threshold=0.36766000000000004 0.30112000000000005 -0.076554999999999998 -0.0050599999999999994 0.13880500000000004 0.082295000000000021 0.085455000000000017 -0.0094199999999999978 -1.0000000180025095e-35 -0.069964999999999986 0.041625000000000002 0.089005000000000015 0.08920500000000002 0.0037100000000000002 0.012830000000000003 -0.095229999999999995 0.083835000000000007 -0.075014999999999984 -0.084704999999999989 0.0015850000000000003 -0.085409999999999986
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 2 9 -4 6 8 7 -5 -2 -1 11 14 -12 -10 20 -9 17 -13 -18 -14 -11
right_child=5 -3 3 4 -6 -7 -8 15 13 10 12 16 19 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=0.002257195537318667 0.0006998389760958343 0.00062496469732006908 0.00081119000771251578 0.0022319442117272139 0.0010631389297422842 0.0010232813320030256 0.0012156180667506759 0.0019578955964593843 0.00051501829754253413 0.002026711796517245 0.001377667282530708 0.0017763461937405033 0.0019640377109045397 -2.1262162060959983e-05 0.002258257904295046 0.0016573032748350646 0.0015429242365000715 0.0011880847354670946 0.002040002377646372 0.0016243210540841109 0.0018621121209227054
leaf_weight=53 70 54 62 54 57 61 57 98 55 229 82 79 90 60 79 360 58 55 88 79 471
leaf_count=53 70 54 62 54 57 61 57 98 55 229 82 79 90 60 79 360 58 55 88 79 471
internal_value=0 0.00173658 0.00176583 0.00158341 0.00165984 0.000562985 0.00171955 0.00177558 0.000411022 0.00185788 0.0018417 0.00188335 0.00166583 0.000234913 0.00195076 0.0017217 0.00169568 0.00153516 0.00184277 0.00180544 0.00191601
internal_weight=0 2105 2051 688 626 246 569 512 185 1363 1310 1059 251 115 779 458 280 134 146 169 700
internal_count=2351 2105 2051 688 626 246 569 512 185 1363 1310 1059 251 115 779 458 280 134 146 169 700
is_linear=0
shrinkage=0.0032998


Tree=3340
num_leaves=12
num_cat=0
split_feature=12 3 48 1429 150 150 457 12 1456 160 48
split_gain=0.882711 1.10951 0.740229 0.551856 0.499297 0.627102 0.549528 0.506818 0.524834 0.298005 0.219484
threshold=0.13820000000000002 0.40437000000000006 -0.086624999999999994 0.084545000000000009 0.089155000000000012 0.11819500000000001 0.048870000000000004 -0.08731499999999999 -0.06457499999999998 -0.065384999999999985 0.078910000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 10 7 -4 -9 -5 -6
right_child=-2 -3 3 9 5 -7 -8 8 -10 -11 -12
leaf_value=0.024372997389705889 -0.014949346930385533 0.0293521886171914 -0.0073804058784480379 0.0073389316688721147 -0.016650326928886707 0.010090944104348956 0.017492555165563965 -0.004460721988788701 0.0061101877558455897 0.022095493935667124 -0.0026352072768889953
leaf_weight=56 55 55 91 74 69 60 95 139 1569 76 55
leaf_count=56 55 55 91 74 69 60 95 139 1569 76 55
internal_value=0 0.00618802 0.00562945 0.00515754 0.00445868 -0.00374105 0.00525621 0.00460906 0.00524888 0.0148273 -0.0104481
internal_weight=0 2339 2284 2228 2078 184 1894 1799 1708 150 124
internal_count=2394 2339 2284 2228 2078 184 1894 1799 1708 150 124
is_linear=0
shrinkage=0.16499


Tree=3341
num_leaves=9
num_cat=0
split_feature=13 13 39 3 48 156 2 376
split_gain=1.29489 0.472236 0.441962 0.427944 0.488836 0.460209 0.406407 0.494582
threshold=-0.48634999999999995 -0.28558999999999996 0.10076500000000001 -0.24195999999999998 -0.086624999999999994 -0.080434999999999993 -0.033169999999999991 0.083705000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8
right_child=1 2 -4 4 5 6 7 -9
leaf_value=0.027899598720509684 -0.010718214320031999 0.019194842606109829 -0.0067795757906273313 0.02038099571342054 0.017331944820056754 -0.0085369886177925538 0.0037125887504584946 0.019594399346171288
leaf_weight=64 57 56 91 52 70 71 1878 55
leaf_count=64 57 56 91 52 70 71 1878 55
internal_value=0 0.00410543 0.00447794 0.00494824 0.00457214 0.00417493 0.00371447 0.00416539
internal_weight=0 2330 2273 2182 2126 2074 2004 1933
internal_count=2394 2330 2273 2182 2126 2074 2004 1933
is_linear=0
shrinkage=0.16499


Tree=3342
num_leaves=19
num_cat=0
split_feature=1 4 4 3 12 43 1 3 4 160 1 14 16 3 1429 3 4 49
split_gain=26.9526 4.04376 3.57264 2.9876 2.50871 2.01963 1.71613 1.33739 1.16472 1.11412 2.31788 0.97668 1.24127 0.667344 0.521569 0.564205 0.464991 0.441704
threshold=0.10732500000000002 0.41181500000000004 0.053455000000000009 -0.055839999999999994 1.0000000180025095e-35 -0.013199999999999998 0.096300000000000011 -0.15956499999999998 -0.15618499999999999 -1.0000000180025095e-35 0.086050000000000015 -1.0000000180025095e-35 -0.5103049999999999 -0.12077499999999998 0.084485000000000018 -0.099169999999999994 -0.0057949999999999989 0.094245000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 -5 16 -6 -9 -4 17 -3 -13 -10 15 -15 -1 -11
right_child=1 11 9 5 7 -7 -8 8 13 10 -12 12 -14 14 -16 -17 -18 -19
leaf_value=0.0017720373141562479 0.0018302167992991106 0.0010763953612827324 0.0020166581335080117 0.0006159885370042239 0.0025543862129991653 0.0013915868961820209 0.0013050913287343589 0.0016066371905436125 0.0024703710337397981 0.0019640528496102385 0.0010288491894817689 0.00099185443349536061 0.00033755977116031629 0.0017295543743264265 0.0023335944290565924 0.0020853825460416565 0.0021273753520268455 0.0015771736377851679
leaf_weight=98 100 70 66 59 70 97 70 54 53 68 69 52 81 52 90 1110 71 64
leaf_count=98 100 70 66 59 70 97 70 54 53 68 69 52 81 52 90 1110 71 64
internal_value=0 0.00110848 0.00199809 0.00138445 0.0020549 0.00109848 0.00174113 0.00210735 0.0020843 0.00164304 0.00152018 0.00076028 0.000593639 0.00210404 0.0020885 0.00206949 0.00192153 0.00177674
internal_weight=0 459 1935 256 1668 156 239 1429 1359 267 201 203 133 1305 1252 1162 169 132
internal_count=2394 459 1935 256 1668 156 239 1429 1359 267 201 203 133 1305 1252 1162 169 132
is_linear=0
shrinkage=0.0032998


Tree=3343
num_leaves=15
num_cat=0
split_feature=13 30 12 0 43 12 50 2 2 13 2 133 12 12
split_gain=0.827751 0.659709 0.567791 0.694564 0.416152 1.69642 0.336519 0.929281 0.382111 0.964257 0.53865 0.277238 0.285884 0.169421
threshold=-0.48634999999999995 0.085570000000000021 0.13820000000000002 0.12445000000000002 0.0054600000000000004 0.08401500000000002 0.10672000000000002 0.08920500000000002 0.10188000000000001 0.034905000000000012 0.09678500000000001 -0.16322499999999998 0.093105000000000007 0.098195000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 -8 10 -10 -2 13 -13 -7
right_child=1 -3 -4 -5 5 11 7 -9 9 -11 -12 12 -14 -15
leaf_value=0.024352994570402724 0.0076996311789486122 -0.01325801897324963 -0.011653787404446402 0.023518704067514003 -0.02528441666285559 0.016832088902396944 -0.013674251779491645 0.010640195467668643 0.006508089151350452 -0.014526223032210468 0.02368641322010779 -0.0092355617310485513 0.0061892521196223538 0.0041345092139131881
leaf_weight=64 1181 55 54 61 62 71 83 96 328 76 63 53 95 52
leaf_count=64 1181 55 54 61 62 71 83 96 328 76 63 53 95 52
internal_value=0 0.00494487 0.00538573 0.00580082 0.00529963 -0.000166588 0.00629691 -0.000624065 0.00704974 0.00254669 0.0085107 0.0055733 0.000653362 0.0114786
internal_weight=0 2330 2275 2221 2160 333 1827 179 1648 404 1244 271 148 123
internal_count=2394 2330 2275 2221 2160 333 1827 179 1648 404 1244 271 148 123
is_linear=0
shrinkage=0.16829


Tree=3344
num_leaves=23
num_cat=0
split_feature=1 15 1 16 151 14 0 0 151 1 16 15 13 15 151 15 0 160 15 13 1429 0
split_gain=63.2229 7.36254 6.0491 5.07748 4.33122 2.85037 2.83769 2.05443 1.969 1.90067 1.58219 1.20164 1.26359 0.996999 0.847099 0.851196 0.926927 0.945486 0.721684 0.704548 0.691878 0.392703
threshold=0.10752500000000002 -0.18239999999999998 0.096300000000000011 0.38845000000000002 -1.0000000180025095e-35 0.062655000000000016 -0.090889999999999985 -0.074434999999999987 -0.033849999999999991 0.12958500000000003 -0.076269999999999991 0.03981500000000001 0.0015850000000000003 -0.055344999999999998 0.009020000000000002 -0.15150999999999998 -0.10075499999999998 0.051820000000000005 0.10007000000000001 -0.07692499999999998 0.084545000000000009 -0.049024999999999992
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 9 5 8 -4 7 -6 14 -3 -2 -9 12 21 -10 15 -1 17 -17 -13 -11 -18 -12
right_child=1 3 4 -5 6 -7 -8 10 13 19 11 18 -14 -15 -16 16 20 -19 -20 -21 -22 -23
leaf_value=0.0028855463396989483 0.00089762661351058218 0.00072556396164307499 0.0011625035210847897 0.0021471131582912486 0.0015462579919300759 0.0030746037307255586 0.0024941237577340929 0.0026966960388290794 0.0016395268218767334 0.00044458907474248885 0.0019206528523365049 0.0026415901559531901 0.0015445927101189706 0.0010238024660273947 0.002053234857953664 0.0020013598822030687 0.0024641927151023623 0.0025411380871019551 0.0020960548873111811 -7.9702933785778956e-05 0.0028307591464524513 0.0022815459390428407
leaf_weight=52 69 95 71 63 54 69 96 53 65 60 66 52 65 52 57 94 964 58 56 52 61 70
leaf_count=52 69 95 71 63 54 69 96 53 65 60 66 52 65 52 57 94 964 58 56 52 61 70
internal_value=0 0.000983797 0.00234956 0.00132403 0.00183503 0.00241576 0.00215313 0.00238815 0.00107927 0.000466669 0.00216771 0.00207687 0.00192508 0.00136617 0.00245018 0.00246856 0.00245011 0.00220756 0.00235905 0.000200853 0.00248604 0.00210667
internal_weight=0 456 1938 275 221 1717 150 1648 212 181 362 309 201 117 1286 1229 1177 152 108 112 1025 136
internal_count=2394 456 1938 275 221 1717 150 1648 212 181 362 309 201 117 1286 1229 1177 152 108 112 1025 136
is_linear=0
shrinkage=0.0032998


Tree=3345
num_leaves=14
num_cat=0
split_feature=11 15 132 13 3 160 3 456 147 49 15 484 16
split_gain=0.677922 0.504254 0.532854 0.956679 0.787106 0.517929 0.605702 0.444125 0.51441 0.574334 0.54339 0.365842 0.359961
threshold=0.093970000000000012 -0.45015499999999992 0.004745000000000001 -0.0027149999999999995 0.30112000000000005 -1.0000000180025095e-35 -0.08095999999999999 0.060100000000000008 0.090115000000000015 -0.097604999999999983 0.117775 -0.0084199999999999987 -0.44470499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 5 7 -4 -7 8 9 -3 -11 -9 -1
right_child=-2 2 3 -5 -6 6 -8 11 -10 10 -12 -13 -14
leaf_value=0.0043038046140066776 -0.012185255373976136 -0.010630985517862663 0.0067649673825409618 -0.0024336802039539853 -0.012360990499602924 0.016227840836576534 0.040582271262124901 0.025421569169751825 0.019809885185184752 0.0048923650990693943 0.021498092928661037 0.0079072270487279619 -0.015200597678085603
leaf_weight=54 60 65 52 71 67 66 52 59 68 1530 58 80 53
leaf_count=54 60 65 52 71 67 66 52 59 68 1530 58 80 53
internal_value=0 0.00592826 0.00648525 0.0139506 0.00555066 0.020804 0.0269755 0.00619683 0.00545617 0.00486461 0.0055 0.0153543 -0.00534046
internal_weight=0 2275 2168 241 1927 170 118 1860 1721 1653 1588 139 107
internal_count=2335 2275 2168 241 1927 170 118 1860 1721 1653 1588 139 107
is_linear=0
shrinkage=0.16829


Tree=3346
num_leaves=15
num_cat=0
split_feature=41 15 2 41 1446 52 4 51 1 157 4 13 3 1455
split_gain=0.668875 0.696099 0.94035 0.512564 0.491602 0.599207 0.549097 1.05712 0.811428 0.799123 0.777134 0.682205 0.628175 0.37559
threshold=0.089005000000000015 -0.37478999999999996 -0.00097499999999999985 0.077565000000000009 0.088500000000000009 0.061255000000000011 -0.15805499999999997 1.0000000180025095e-35 0.081755000000000008 -0.078969999999999985 -0.079374999999999987 0.066460000000000019 -0.057369999999999997 -0.018454999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 11 12 -10 -11 -3 13 -8
right_child=-2 3 -4 -5 5 -7 8 -9 9 10 -12 -13 -14 -15
leaf_value=0.011232619962815764 0.022784698724934143 0.014914302488036929 -0.01580139259746818 -0.011202558551186098 0.0038624179098278974 0.027933386940464631 -0.0084933681834677734 0.03111857833733736 -0.018058706015405046 -0.012565253112952209 0.0036977421744756734 -0.008009466170100045 0.01912265383180236 0.005888407773768538
leaf_weight=53 53 82 103 53 57 56 52 60 67 96 479 62 96 966
leaf_count=53 53 82 103 53 57 56 52 60 67 96 479 62 96 966
internal_value=0 0.00402764 -0.00660547 0.0048087 0.00521891 0.015807 0.00460757 0.0127132 0.00366491 -0.00100464 0.000979466 0.00503211 0.00635756 0.00515205
internal_weight=0 2282 156 2126 2073 113 1960 204 1756 642 575 144 1114 1018
internal_count=2335 2282 156 2126 2073 113 1960 204 1756 642 575 144 1114 1018
is_linear=0
shrinkage=0.16499


Tree=3347
num_leaves=22
num_cat=0
split_feature=15 48 124 14 43 0 0 0 12 15 151 15 0 12 456 43 12 0 15 15 48
split_gain=9.76163 4.38957 2.68983 2.16928 1.9486 1.6392 1.89917 1.5639 1.26758 1.1977 1.48847 1.60294 3.31675 1.32586 0.710045 0.526906 0.429272 0.405959 0.324166 0.274308 0.124006
threshold=-0.37478999999999996 0.087470000000000006 -1.0000000180025095e-35 -0.42214499999999994 -1.0000000180025095e-35 -0.061204999999999989 -0.13314999999999996 -0.22607999999999998 0.11769500000000001 0.083185000000000023 -0.083274999999999988 -0.11399999999999998 -0.10891999999999999 0.087905000000000025 0.03981500000000001 -0.068144999999999983 0.087545000000000026 -0.086284999999999987 0.117775 0.091475000000000015 0.099240000000000009
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 7 -3 -1 -5 6 -4 -2 9 10 14 -12 -13 15 -9 -11 -8 -17 19 -15 -18
right_child=1 2 5 4 -6 -7 16 8 -10 13 11 12 -14 18 -16 17 20 -19 -20 -21 -22
leaf_value=0.0017939420545923757 0.0015778633954347623 0.0011352867934069407 0.0015809524072503784 0.00055201318134303712 0.0014162550600999367 0.0014139423566698003 0.0024314555093611738 0.0021812873135076392 0.0017048371331750977 0.0026988366576352575 0.0025693896767079566 0.0012887667761275695 0.0020589493268029107 0.0022154837600955957 0.0026115081224576653 0.0025121095480818405 0.0021933157051761487 0.0022344887471918711 0.0024078087046920283 0.0020400481261401739 0.0019600034923220647
leaf_weight=53 53 65 81 57 57 67 58 99 66 68 55 68 604 198 75 112 54 127 52 210 56
leaf_count=53 53 65 81 57 57 67 58 99 66 68 55 68 604 198 75 112 54 127 52 210 56
internal_value=0 0.00207006 0.00174799 0.00124156 0.000984443 0.00187391 0.00199754 0.00213871 0.00215583 0.00217366 0.00209158 0.00202562 0.00198107 0.00227003 0.00236693 0.00243885 0.00219818 0.00236473 0.00215729 0.00212527 0.00207486
internal_weight=0 2168 381 167 114 316 249 1787 1734 1668 901 727 672 767 174 307 168 239 460 408 110
internal_count=2335 2168 381 167 114 316 249 1787 1734 1668 901 727 672 767 174 307 168 239 460 408 110
is_linear=0
shrinkage=0.0032998


Tree=3348
num_leaves=21
num_cat=0
split_feature=4 3 39 1 2 4 12 3 13 150 12 4 1 42 13 3 49 4 49 156
split_gain=27.6654 9.00586 5.44999 2.09784 2.02621 1.88935 2.47775 1.96653 1.43633 1.20857 0.904784 0.804071 0.911113 0.607976 0.911343 0.506225 0.497994 0.458216 0.37897 0.767288
threshold=0.30163500000000004 0.30112000000000005 0.081875000000000017 0.094165000000000013 0.088850000000000012 -0.49269499999999994 0.083970000000000017 0.021805000000000001 -0.009329999999999998 0.081245000000000026 0.092550000000000007 0.59999500000000017 0.12958500000000003 -0.017139999999999999 -0.067389999999999992 -0.069999999999999993 -0.053904999999999988 0.053455000000000009 0.08610000000000001 0.086945000000000008
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 2 4 -4 10 -6 7 -7 -5 11 15 12 -2 -12 -15 18 -8 -18 19 -1
right_child=9 -3 3 8 5 6 16 -9 -10 -11 13 -13 -14 14 -16 -17 17 -19 -20 -21
leaf_value=0.0021824838878554929 0.00078836256047623576 0.00067367592365579344 0.0019691653390955413 0.0015254422512467193 0.002394848884153073 0.0010142135322858869 0.0016562903605049301 0.0018276856657103225 0.00078364510403601529 0.0012128843536799007 0.0022270486002176162 0.00098100310032016064 0.00022834528819444912 0.0020490660734808737 0.0014769571144496911 0.0024510120383024374 0.0020467167609970268 0.0018140661344215325 0.0023992738827476293 0.0017756593024431154
leaf_weight=625 64 57 55 62 88 58 52 74 53 56 58 58 63 75 52 82 451 120 76 56
leaf_count=625 64 57 55 62 88 58 52 74 53 56 58 58 63 75 52 82 451 120 76 56
internal_value=0 0.00196827 0.00200447 0.00143815 0.00205602 0.0019358 0.00188225 0.00147052 0.00118388 0.000787412 0.00215496 0.00065843 0.000510836 0.00194444 0.00181509 0.00220134 0.00196943 0.00199789 0.00217425 0.00214908
internal_weight=0 2094 2037 170 1867 843 755 132 115 241 1024 185 127 185 127 839 623 571 757 681
internal_count=2335 2094 2037 170 1867 843 755 132 115 241 1024 185 127 185 127 839 623 571 757 681
is_linear=0
shrinkage=0.0032998


Tree=3349
num_leaves=26
num_cat=0
split_feature=1 3 124 2 2 2 16 16 1 2 16 2 3 16 0 0 16 1209 401 1 484 394 0 2 3
split_gain=61.8135 8.16518 4.99831 3.59467 3.10045 2.20879 1.40821 2.82123 0.928101 1.84365 1.23063 0.920404 1.01702 0.866032 0.986905 0.819454 0.648067 0.551139 0.466417 0.463391 0.435639 0.485637 0.333936 0.250241 0.137615
threshold=0.10684 -0.055839999999999994 -0.082254999999999981 0.14794000000000004 0.090000000000000011 0.11444000000000001 -0.0081349999999999981 0.048520000000000001 0.097555000000000017 0.098365000000000022 0.4099850000000001 -1.0000000180025095e-35 0.077930000000000013 -0.040484999999999993 -0.092319999999999985 -0.079249999999999987 -0.4582 0.083050000000000013 0.080710000000000018 0.090670000000000014 0.091180000000000011 -0.0063999999999999986 -0.067329999999999987 0.084175000000000014 -0.077104999999999993
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=2 5 -1 11 15 -2 13 -8 9 -9 -11 -3 -13 14 16 17 -6 18 20 -17 21 -4 24 -20 -16
right_child=1 3 4 -5 6 -7 7 8 -10 10 -12 12 -14 -15 22 19 -18 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=0.0010612828077600487 0.0014696146598957237 8.3849282303600733e-05 0.0022125147526061112 -0.00043956980601559694 0.001876058400637116 0.00063231119656055493 0.00091986218414502325 0.0019952882913619645 0.0020989481688719384 0.001020824912359978 0.0016620381508602648 0.00023059470983409762 0.00075007257404780567 0.0022730711348315047 0.0019398980239949501 0.0020048544169748634 0.0014079482323591565 0.0023747485591981798 0.0024110589437505727 0.001664837917874687 0.0022992506766321323 0.0019464311732815087 0.0021603896459247958 0.0020951900721706265 0.0017240627640638297
leaf_weight=80 92 69 89 71 54 55 58 88 57 59 74 70 100 52 107 81 83 59 52 100 53 553 62 65 52
leaf_count=80 92 69 89 71 54 55 58 88 57 59 74 70 100 52 107 81 83 59 52 100 53 553 62 65 52
internal_value=0 0.000516001 0.00186933 0.00021213 0.00190526 0.00115658 0.0017422 0.00158315 0.00172141 0.00162387 0.00137786 0.000405878 0.000536377 0.00187246 0.00181417 0.00202086 0.00159272 0.00206315 0.00204046 0.00181719 0.00200751 0.00198337 0.00195129 0.00223588 0.00186953
internal_weight=0 457 1878 310 1798 147 746 336 278 221 133 239 170 410 358 1052 137 871 812 181 695 642 221 117 159
internal_count=2335 457 1878 310 1798 147 746 336 278 221 133 239 170 410 358 1052 137 871 812 181 695 642 221 117 159
is_linear=0
shrinkage=0.0032998


Tree=3350
num_leaves=27
num_cat=0
split_feature=12 12 15 16 457 16 0 16 11 0 16 12 12 43 47 0 16 43 403 15 12 457 42 16 43 16
split_gain=23.7435 5.55528 5.44087 4.73893 4.25432 3.21343 4.38759 2.01612 1.58831 2.3058 1.3217 1.24848 1.19334 1.01922 1.41361 1.35937 0.740493 0.680921 0.542859 0.550793 0.455755 0.501527 0.357594 0.246471 0.110997 0.100045
threshold=1.0000000180025095e-35 0.099815000000000015 -0.25061999999999995 -0.25959999999999994 0.092360000000000012 0.15454000000000004 -0.067094999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10264999999999998 0.26538000000000006 -0.077034999999999978 0.08708500000000001 -0.078059999999999977 0.077555000000000013 -0.14097999999999997 0.0086100000000000013 -0.081164999999999987 -0.10393999999999999 0.088245000000000004 0.087645000000000015 -0.0056599999999999992 -0.0096099999999999988 -0.070454999999999976 -0.086809999999999984 0.22564000000000003
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 8 11 -3 5 6 13 23 9 -2 -9 -1 -10 -4 15 -15 18 24 19 -11 21 -20 -22 -5 -18 -19
right_child=1 3 4 7 -6 -7 -8 10 12 16 -12 -13 -14 14 -16 -17 17 25 20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.00048197263452026126 0.0014908898660450256 0.00071544858658982103 0.0012960640853723309 0.0019244942833933877 0.0005659365023867809 0.0021738103540162802 0.00078282961324513162 0.0010805880259577964 0.0028441339489543422 0.0018036085721313024 0.0017928201076918286 0.001073072727319644 0.0021961559850665231 0.0019194223381546326 0.0021752346654600649 0.0012053931343660753 0.0020132553811870232 0.0018716896008343657 0.0019954148439940795 0.002187688026926639 0.0019833875935751045 0.0023125285998133014 0.0021844061889602154 0.0021898686379218948 0.0022280626394590927 0.0016674528216267489
leaf_weight=90 71 52 67 96 53 76 87 53 52 95 62 69 79 58 63 59 62 52 67 74 170 337 243 69 56 66
leaf_count=90 71 52 67 96 53 76 87 53 52 95 62 69 79 58 63 59 62 52 67 74 170 337 243 69 56 66
internal_value=0 0.00201625 0.00126581 0.00163139 0.00144674 0.00156052 0.00142086 0.00180137 0.00210595 0.0020707 0.00146488 0.000738709 0.00245364 0.00164545 0.00177531 0.00155966 0.00210436 0.00193677 0.00214443 0.00197199 0.00218006 0.00226003 0.00210175 0.00203568 0.0021155 0.00175775
internal_weight=0 1756 622 332 463 410 334 280 1424 1293 115 159 131 247 180 117 1222 236 986 169 817 404 413 165 118 118
internal_count=2378 1756 622 332 463 410 334 280 1424 1293 115 159 131 247 180 117 1222 236 986 169 817 404 413 165 118 118
is_linear=0
shrinkage=0.0032998


Tree=3351
num_leaves=13
num_cat=0
split_feature=3 1427 457 0 156 42 160 52 50 160 16 16
split_gain=1.09263 0.720117 0.677698 0.616305 1.21776 1.26775 0.476111 0.560922 0.436554 0.647373 0.415345 0.127531
threshold=0.32329500000000005 0.083935000000000023 0.11251000000000001 -0.023359999999999995 0.089470000000000008 0.077855000000000021 -0.51927999999999985 0.51400500000000016 0.11198000000000001 -0.22924999999999998 0.053535000000000006 -0.06421499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 10 -1 8 9 -8 -5 -10
right_child=-2 -3 -4 4 -6 -7 7 -9 11 -11 -12 -13
leaf_value=0.022787783509852728 -0.011045474190788995 0.027472224337992974 -0.0094822642630321315 -0.024494656415983071 0.021918119181590069 0.015036821655094195 -0.0072809628137679144 -0.0065131783715533685 0.014753945769622103 0.010797194480465356 -0.0050444263981346471 0.025863495402887651
leaf_weight=92 72 65 52 61 65 61 58 54 56 1614 64 64
leaf_count=92 72 65 52 61 65 61 58 54 56 1614 64 64
internal_value=0 0.00999564 0.00948793 0.00993939 0.0020841 -0.00483748 0.0109558 0.0103652 0.0108748 0.010169 -0.0145505 0.020694
internal_weight=0 2306 2241 2189 251 186 1938 1846 1792 1672 125 120
internal_count=2378 2306 2241 2189 251 186 1938 1846 1792 1672 125 120
is_linear=0
shrinkage=0.16829


Tree=3352
num_leaves=19
num_cat=0
split_feature=4 3 124 2 3 2 133 3 2 11 150 16 16 3 130 1209 151 39
split_gain=39.4846 16.0953 8.44583 4.72564 3.3451 2.44275 2.29164 2.1767 1.52651 1.38723 1.16238 1.66813 2.65238 0.574175 0.394584 0.362812 0.371907 0.310425
threshold=0.30163500000000004 0.10812000000000001 -0.043384999999999993 0.088850000000000012 0.32329500000000005 0.12131500000000002 0.086345000000000019 0.30112000000000005 0.13538500000000001 1.0000000180025095e-35 0.083680000000000018 -0.010379999999999999 0.014185000000000001 -0.092474999999999988 0.087820000000000023 0.083050000000000013 -0.085164999999999977 0.0095750000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 9 8 10 -1 -3 17 14 11 13 -13 -5 15 16 -4 -2
right_child=4 7 3 5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.001980248738082981 0.0012591895029814674 0.0016080594410783184 0.0028029334375797178 0.002875307752255521 0.00026304755511814538 0.0017591120865005929 0.0010792064290662989 0.00069821598868710861 0.00074292720601545198 0.0031593423319342677 0.0019148754613550734 0.0015524364583435761 0.0023634298702994512 0.0024960353989166781 0.0023224168125980447 0.0028492172739206386 0.0025805673815931609 0.0015802477058896136
leaf_weight=76 96 59 96 52 53 82 52 56 59 53 59 54 242 319 52 75 791 52
leaf_count=76 96 59 96 52 53 82 52 56 59 53 59 54 242 319 52 75 791 52
internal_value=0 0.00236641 0.00243535 0.00249137 0.0010036 0.00230066 0.00161448 0.00116531 0.00119304 0.00263576 0.00236178 0.00240126 0.0022156 0.00254929 0.00260836 0.00262378 0.00260467 0.00137223
internal_weight=0 2118 2003 1875 260 808 128 115 207 1067 726 667 296 371 1014 962 887 148
internal_count=2378 2118 2003 1875 260 808 128 115 207 1067 726 667 296 371 1014 962 887 148
is_linear=0
shrinkage=0.0032998


Tree=3353
num_leaves=24
num_cat=0
split_feature=1 52 1 12 12 4 1 1 4 151 12 16 12 15 43 0 4 16 12 15 43 43 12
split_gain=66.7832 15.3584 7.70208 6.43365 5.45348 3.50242 3.22899 1.86714 1.80801 1.65763 1.47811 1.96547 1.45505 1.3367 1.2969 0.846189 0.855458 0.726671 0.569695 0.565727 0.326122 0.317928 0.165657
threshold=0.10538500000000002 -0.26738999999999996 0.13554500000000003 1.0000000180025095e-35 0.088105000000000003 0.053255000000000004 0.092810000000000017 1.0000000180025095e-35 0.50373500000000015 -1.0000000180025095e-35 0.099815000000000015 -1.0000000180025095e-35 0.090255000000000016 -0.040504999999999992 -0.012149999999999999 -0.097604999999999983 -0.42305999999999994 0.0048200000000000005 0.084115000000000009 -0.0043649999999999991 -0.064074999999999979 -0.082739999999999994 0.096535000000000024
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 4 6 13 10 7 -1 -4 -8 15 20 -7 14 -3 -5 -17 18 -18 -9 -12 -19 -14
right_child=1 2 8 5 -6 12 9 19 -10 -11 11 -13 22 -15 -16 16 17 21 -20 -21 -22 -23 -24
leaf_value=0.0015051380173926156 0.0023834363576063573 0.00038772443144381925 0.0002896724925545792 0.002585976177732075 0.0015345498420634603 0.0021191814300902719 0.00081548116930815111 0.0019533502668752181 -0.0004422824094816786 0.0016254651690840237 0.0023685812841879924 0.0014344175114114929 0.001618012311045926 0.00010488350222118787 0.00098247764361057742 0.0026541257322257438 0.0020329431543815784 0.0021700017163339535 0.0022949392102984568 0.0024415816284658895 0.0020323793855150777 0.0018914110097141305 0.0013495991796793646
leaf_weight=73 55 75 72 87 87 64 59 54 75 52 56 56 54 54 86 54 105 96 791 52 79 90 52
leaf_count=73 55 75 72 87 87 64 59 54 75 52 56 56 54 54 86 54 105 96 791 52 79 90 52
internal_value=0 0.000737415 0.000535708 0.00209062 0.000837244 0.00217342 0.00163826 0.00191279 -8.35342e-05 0.00119525 0.00222731 0.001956 0.001725 0.000554914 0.000705638 0.00226965 0.00224539 0.00222496 0.00226428 0.00219319 0.0021721 0.00203539 0.00148667
internal_weight=0 504 449 1874 302 1584 290 179 147 111 1414 191 170 215 161 1223 1136 1082 896 106 135 186 106
internal_count=2378 504 449 1874 302 1584 290 179 147 111 1414 191 170 215 161 1223 1136 1082 896 106 135 186 106
is_linear=0
shrinkage=0.0032998


Tree=3354
num_leaves=25
num_cat=0
split_feature=1 52 47 14 12 1 1 3 42 12 49 16 16 43 52 16 472 15 15 15 133 150 16 52
split_gain=34.4507 12.1383 6.08009 4.72623 4.42144 3.0974 2.85748 2.07744 1.87063 1.59971 1.54466 1.34713 1.06766 1.05342 0.936186 0.992483 0.849417 1.03226 1.33662 0.721384 0.495596 0.486033 0.42667 0.239546
threshold=0.10538500000000002 -0.27209499999999992 0.085505000000000012 -0.42495999999999995 1.0000000180025095e-35 0.13712000000000005 0.092810000000000017 -0.0037799999999999995 0.077855000000000021 0.11769500000000001 0.0065400000000000015 -0.021179999999999997 -0.10346499999999999 0.0035900000000000007 0.087555000000000008 -0.081109999999999974 -0.0094849999999999986 -0.030229999999999996 -0.074959999999999985 0.086555000000000007 -0.07218999999999999 0.083205000000000015 -0.013024999999999998 -0.010739999999999998
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=4 -2 3 -3 6 8 10 -8 11 13 22 -5 -4 16 19 -16 -6 18 23 -15 -19 -22 -1 -18
right_child=1 2 12 5 9 -7 7 -9 -10 -11 -12 -13 -14 14 15 -17 17 20 -20 -21 21 -23 -24 -25
leaf_value=0.0017664693022814456 0.0028026824659267489 0.0017999067538051669 0.0014717117537005966 0.0010287670229891333 0.0027627267262881595 0.00023155923536468328 0.0010300773419935903 0.0019359686692440039 0.0014281741068308299 0.0018090754678209936 0.0026601298210256409 0.00033639671248464678 0.0021173475225417793 0.0018273811097908681 0.0026604462291004876 0.0020957344705801943 0.0025012640549033323 0.0026962617552782489 0.0019139037935862622 0.0022576245398848198 0.0024104134109467156 0.0027032134961554946 0.0021567527007413673 0.0022892326430049648
leaf_weight=57 54 56 54 75 79 87 53 58 67 55 52 52 59 84 79 61 107 97 93 89 623 71 70 146
leaf_count=57 54 56 54 75 79 87 53 58 67 55 52 52 59 84 79 61 107 97 93 89 623 71 70 146
internal_value=0 0.00132394 0.00114641 0.000924093 0.00229597 0.000749428 0.00192072 0.00150374 0.000981486 0.00236464 0.0021791 0.000745554 0.00180913 0.0023846 0.00221262 0.00241464 0.00242885 0.00240562 0.00225412 0.00204892 0.00247184 0.00244042 0.00198186 0.00237905
internal_weight=0 504 450 337 1874 281 290 111 194 1584 179 127 113 1529 313 140 1216 1137 346 173 791 694 127 253
internal_count=2378 504 450 337 1874 281 290 111 194 1584 179 127 113 1529 313 140 1216 1137 346 173 791 694 127 253
is_linear=0
shrinkage=0.0032998


Tree=3355
num_leaves=28
num_cat=0
split_feature=1 2 2 12 2 4 4 12 12 2 51 0 15 160 2 0 1456 0 12 12 4 133 0 133 4 0 12
split_gain=57.4845 18.138 9.76871 8.37081 3.46883 3.05369 2.94367 1.95547 1.91053 1.76272 1.62008 1.32168 1.02058 0.911062 0.849926 1.18467 1.16413 0.890448 0.659338 0.562 0.494176 0.399388 0.449274 0.301714 0.488836 0.270932 0.0624058
threshold=0.104035 0.14530500000000005 0.099675000000000014 0.054520000000000006 -1.0000000180025095e-35 -0.013324999999999998 -0.085474999999999982 0.085465000000000013 0.11769500000000001 0.11252000000000002 0.067785000000000012 -0.070449999999999999 -0.03886499999999999 -1.0000000180025095e-35 0.087675000000000017 -0.11242999999999999 -0.011624999999999998 -0.11208499999999998 0.094410000000000008 0.096700000000000022 0.055260000000000011 0.062925000000000009 -0.079524999999999985 0.0035300000000000006 -0.074219999999999994 -0.088269999999999987 0.08654000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 -5 10 -4 12 -6 21 14 20 -11 15 -8 -17 -16 -18 -14 -9 22 26 24 -19 -25 -1
right_child=1 -3 7 5 9 -7 11 8 -10 13 -12 -13 19 -15 17 16 18 23 -20 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.0024004502423633752 0.00021435064251899274 -0.00049106518019653819 0.0012487165485800136 0.0024183547069678022 0.0015046646596785021 0.0014356234302452641 0.0027403888453753759 0.0019230068592781804 0.0012341196309458558 0.0011759949213013237 0.0030839390198810056 0.0017151767662894753 0.0024136210906414803 0.00062184095105760043 0.0016824890146175946 0.0017794188702576906 0.0023205362413790949 0.0022674921692902679 0.0019712474082488572 0.0019247852926693712 0.0015045856423689657 0.0026813683291170383 0.0021368904978516538 0.002439384488233989 0.0018935464616675565 0.0021613556455599052 0.0025809324839114653
leaf_weight=53 75 87 96 54 63 96 56 66 54 53 52 64 52 84 52 56 522 63 68 53 60 56 66 52 103 177 52
leaf_count=53 75 87 96 54 63 96 56 66 54 53 52 64 52 84 52 56 522 63 68 53 60 56 66 52 103 177 52
internal_value=0 0.000881371 0.00212918 0.0011624 0.000820139 0.00178964 0.00224967 0.00165725 0.00179473 0.00104713 0.00255602 0.00217918 0.00192563 0.000836479 0.002205 0.00227718 0.00223697 0.00209156 0.00228034 0.00216721 0.00172404 0.00243493 0.00235402 0.00214532 0.00203568 0.00222464 0.00249017
internal_weight=0 512 1873 425 275 150 1492 381 285 200 279 1213 231 137 1149 702 646 447 590 105 126 227 171 395 166 229 105
internal_count=2385 512 1873 425 275 150 1492 381 285 200 279 1213 231 137 1149 702 646 447 590 105 126 227 171 395 166 229 105
is_linear=0
shrinkage=0.0032998


Tree=3356
num_leaves=22
num_cat=0
split_feature=2 30 1453 39 2 51 150 16 3 16 42 2 157 2 16 51 42 16 2 11 3
split_gain=1.69571 0.931322 0.8225 0.803409 1.04579 0.777075 0.823784 0.731063 0.708736 0.425187 0.415478 0.650805 0.749878 0.411585 0.306385 0.322442 0.263121 0.251271 0.229691 0.15965 0.357788
threshold=0.097145000000000023 0.085875000000000021 -0.049419999999999992 0.095830000000000012 0.14870000000000003 0.11381000000000001 1.0000000180025095e-35 -0.0032799999999999995 1.0000000180025095e-35 -0.0068949999999999992 0.09481500000000001 0.085600000000000023 -0.025309999999999996 0.087710000000000024 -0.14032999999999998 0.089455000000000021 0.08400500000000001 -0.010379999999999999 0.086865000000000012 1.0000000180025095e-35 -0.088714999999999988
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 2 -1 4 5 6 8 9 19 13 11 16 -13 17 -15 -16 -9 18 -4 20 -2
right_child=3 -3 7 -5 -6 -7 -8 10 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 -22
leaf_value=0.001175188900398144 -0.0053524222291971351 -0.0043468745686586225 0.017654773584793618 -0.010269451472853059 -0.0091920841147640573 0.029407583525280688 -0.005746620114125107 0.037413907177068169 0.024894738474410736 0.0025238997709502884 0.038284847964487813 0.030032289564274599 0.004782031136051159 0.0015878800680544931 0.018082670142338147 0.0045348398186448998 0.022140686016740643 0.03062438457883198 0.027926988388622998 0.015778567163807201 0.0097902246362600951
leaf_weight=81 54 56 640 67 79 61 86 79 98 58 60 55 85 61 207 66 55 54 69 74 240
leaf_count=81 54 56 640 67 79 61 86 79 98 58 60 55 85 61 207 66 55 54 69 74 240
internal_value=0 0.0169531 0.017714 0.0073143 0.00901936 0.0113693 0.00937267 0.0186124 0.0121668 0.0166027 0.0255568 0.022763 0.0147146 0.0173455 0.0124038 0.014814 0.0311585 0.0195063 0.018657 0.00877238 0.00700281
internal_weight=0 1626 1570 759 692 613 552 1489 466 1155 334 274 140 1097 334 273 134 763 709 368 294
internal_count=2385 1626 1570 759 692 613 552 1489 466 1155 334 274 140 1097 334 273 134 763 709 368 294
is_linear=0
shrinkage=0.16829


Tree=3357
num_leaves=23
num_cat=0
split_feature=4 14 2 156 4 1210 0 0 1 2 43 2 2 0 151 4 4 160 160 4 0 160
split_gain=1.24809 1.2051 0.748996 0.682815 0.783388 0.477451 0.434303 0.421409 0.431426 0.713303 0.624162 0.576962 0.416317 0.525424 0.425203 0.405068 0.393611 0.325475 0.443143 0.645613 0.355085 0.335617
threshold=0.27287000000000006 -0.45687499999999998 0.087675000000000017 0.089300000000000004 0.076415000000000025 -0.052634999999999994 -0.10946999999999998 0.12500000000000003 0.087720000000000006 0.10644500000000001 -0.14495499999999997 0.12051500000000002 0.11517500000000001 -0.069074999999999984 -0.081779999999999978 0.51136500000000018 -0.082084999999999977 0.0088350000000000008 -0.088034999999999988 -0.011154999999999998 -0.089594999999999994 0.090195000000000011
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 -2 3 4 5 16 -3 8 10 -10 -4 -11 13 14 -12 -8 -1 18 20 -20 -7 -19
right_child=1 6 7 -5 -6 17 15 -9 9 11 12 -13 -14 -15 -16 -17 -18 21 19 -21 -22 -23
leaf_value=0.01415050304570822 0.022991402491520815 0.0029087721829861701 0.027306061893836348 0.031962301869997753 0.035066758515045066 0.016740949022231895 -0.0026019218023781731 -0.0043947299103516439 -0.00631343797054402 0.020727835065966815 0.023879999892857225 0.00043983852237794224 0.022063838925667136 -0.0037006794201916637 0.0095099463462861161 -0.023080027411387292 0.034938686388049464 -0.0039865163972660194 0.013174298638643054 0.027676812900342775 0.00034429138018756924 0.014014002942220957
leaf_weight=52 54 98 74 72 52 58 57 56 102 89 67 72 85 75 462 53 52 64 421 110 106 54
leaf_count=52 54 98 74 72 52 58 57 56 102 89 67 72 85 75 462 53 52 64 421 110 106 54
internal_value=0 0.000584915 0.0129033 0.0161286 0.0149503 0.0138076 -0.00522352 0.00979856 0.010575 0.00468622 0.0126025 0.0116661 0.0110206 0.00946358 0.0113334 -0.012485 0.0245619 0.0124297 0.0138183 0.016182 0.00615406 0.00423578
internal_weight=0 262 2123 1041 969 917 208 1082 1026 263 763 161 689 604 529 110 104 813 695 531 164 118
internal_count=2385 262 2123 1041 969 917 208 1082 1026 263 763 161 689 604 529 110 104 813 695 531 164 118
is_linear=0
shrinkage=0.16829


Tree=3358
num_leaves=23
num_cat=0
split_feature=2 0 52 13 3 3 156 13 0 3 42 51 0 52 51 150 52 483 1456 2 0 12
split_gain=0.914924 1.15246 0.748148 0.667674 0.60185 0.823898 0.600664 0.518673 0.496752 0.396459 0.385385 0.36316 0.315727 0.30289 0.346207 0.549984 0.261735 0.256152 0.580021 0.610019 0.246951 0.142864
threshold=0.097145000000000023 0.12474500000000001 0.048285000000000008 -0.082264999999999991 -0.10237999999999998 -0.14070999999999997 0.085835000000000009 0.10068000000000001 -0.034179999999999995 -0.14070999999999997 0.087495000000000003 -0.0084899999999999993 -0.082039999999999988 -0.45478499999999994 -0.070054999999999992 0.083680000000000018 -0.014759999999999997 -0.070084999999999981 -0.011624999999999998 0.087855000000000003 -0.097829999999999986 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 5 20 8 9 11 -2 -5 12 -6 -11 -15 -16 21 -13 -19 -20 -1 -8
right_child=1 -3 3 10 6 -7 16 -9 -10 13 -12 17 -14 14 15 -17 -18 18 19 -21 -22 -23
leaf_value=0.0043574182906811025 0.017721075699503139 -0.019011244663050424 0.029474213935257135 0.015303947606325162 -0.0069702639998579976 0.036732337105546312 0.029956012355805358 -0.012241861055653955 -0.0060165849359939674 0.014402027569699624 -0.0013752815507118348 0.022236620251002565 0.010434329739265807 -0.0083204100662214193 -0.0011087018921346206 0.01593907811003328 0.010160572644631065 -0.0035261097744690292 0.014034494519255064 0.0049574645277239808 0.020412598562586162 0.018582369186362375
leaf_weight=53 56 52 59 98 61 59 56 55 55 53 61 52 53 82 169 74 57 76 700 284 52 68
leaf_count=53 56 52 59 98 61 59 56 55 55 53 61 52 53 82 169 74 57 76 700 284 52 68
internal_value=0 0.00468611 0.00643155 0.0144719 0.0116284 0.0211166 0.0105628 0.0028435 0.00930313 0.0047593 0.00889392 0.00999183 0.00110589 0.00283437 0.000942538 0.00407556 0.0194686 0.0109012 0.0103435 0.0114165 0.0123253 0.0237331
internal_weight=0 759 707 218 1626 164 1462 489 1281 434 159 1226 114 378 325 243 181 1112 1060 984 105 124
internal_count=2385 759 707 218 1626 164 1462 489 1281 434 159 1226 114 378 325 243 181 1112 1060 984 105 124
is_linear=0
shrinkage=0.16499


Tree=3359
num_leaves=11
num_cat=0
split_feature=4 15 1203 4 1444 1453 393 10 155 1
split_gain=0.794484 0.942812 0.552418 0.547134 0.4098 0.708692 0.364623 0.397464 0.336541 0.523271
threshold=0.27287000000000006 -0.40992999999999996 0.085265000000000021 0.51400500000000016 -0.080829999999999985 -0.049419999999999992 0.086855000000000016 -0.010699999999999999 0.11245500000000001 0.090485000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -6 7 -7 9 -9
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11
leaf_value=0.022344772635304461 0.015631984062676144 -0.013072362661261116 0.020786192557999916 -0.0032049131271621534 -0.0073208052389944359 0.022764916712914862 -0.0039891579681739673 0.0096042928500502441 0.018946516354950909 0.0031441159162428943
leaf_weight=52 87 100 95 75 78 52 60 1266 76 444
leaf_count=52 87 100 95 75 78 52 60 1266 76 444
internal_value=0 -0.000716115 0.00871887 0.00690054 0.00815273 0.00777838 0.00839981 0.00880518 0.00839777 0.00792792
internal_weight=0 262 2123 162 2028 1976 1898 1838 1786 1710
internal_count=2385 262 2123 162 2028 1976 1898 1838 1786 1710
is_linear=0
shrinkage=0.161755


Tree=3360
num_leaves=18
num_cat=0
split_feature=3 1 151 3 16 16 4 3 40 16 402 475 1 48 16 16 16
split_gain=1.08226 0.869283 0.808699 0.748098 1.46512 1.93425 0.866905 0.670382 0.64425 0.638359 0.577966 0.491069 0.424779 0.41326 0.509357 0.345522 0.140581
threshold=-0.23303499999999996 0.096300000000000011 0.055020000000000006 -0.01435 0.024125000000000004 -0.116045 -0.039459999999999995 -0.15078499999999997 -0.065259999999999999 -0.44010499999999991 0.12389500000000002 -0.087159999999999987 0.10828500000000001 0.10255000000000002 -0.018199999999999997 -0.49996499999999994 -0.0037949999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 6 5 15 -3 -2 -8 -9 11 -11 -10 14 -13 -5 -14
right_child=1 2 -4 4 -6 -7 8 9 12 10 -12 13 16 -15 -16 -17 -18
leaf_value=0.023637360006899089 -0.010165417753077491 0.02149951830939999 0.019292998059484315 -0.010992020753560061 0.013170122419530228 -0.037055096442017196 0.015634238735926037 0.023563273498759175 0.0062996094695109833 -0.0068599582310458276 -0.0088150324091986233 0.0069786587721296783 -0.0060154177748342631 -0.0042698416171353644 0.01372745567893217 0.0055756705905832546 -0.018398975638683493
leaf_weight=100 57 66 58 76 72 72 52 75 53 58 58 833 53 64 513 67 52
leaf_count=100 57 66 58 76 72 72 52 75 53 58 58 833 53 64 513 67 52
internal_value=0 0.0057431 0.000369586 -0.0015767 -0.00759493 -0.0145572 0.00467487 0.00775465 -0.000604322 0.00839378 0.00764705 0.00829868 -0.00596003 0.0089235 0.00955216 -0.00321697 -0.0121653
internal_weight=0 2279 621 563 287 215 276 1658 210 1601 1526 1468 158 1410 1346 143 105
internal_count=2379 2279 621 563 287 215 276 1658 210 1601 1526 1468 158 1410 1346 143 105
is_linear=0
shrinkage=0.16829


Tree=3361
num_leaves=19
num_cat=0
split_feature=1 1 2 0 124 15 2 2 14 0 0 2 2 4 48 1 150 15
split_gain=49.9175 8.03746 3.2727 3.16497 3.39989 2.41816 1.73587 3.61425 1.49695 3.47154 1.37149 1.29725 1.20712 0.772646 0.988902 0.745426 0.628828 0.177933
threshold=0.11695500000000002 0.096300000000000011 0.16730000000000003 -0.13740499999999997 -1.0000000180025095e-35 -0.15614499999999998 -1.0000000180025095e-35 0.11891500000000001 0.062655000000000016 -0.13314999999999996 -0.085309999999999983 0.10774000000000002 0.12131500000000002 0.0051600000000000005 0.093265000000000015 0.10658000000000002 1.0000000180025095e-35 -0.066639999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 16 -5 -1 -2 -8 9 -7 -9 15 13 14 -11 -6 -3 -15
right_child=2 3 -4 4 11 8 7 10 -10 12 -12 -13 -14 17 -16 -17 -18 -19
leaf_value=0.0030850744928306011 0.0005807471610593378 0.0016715769687362975 0.00012554605030336527 0.0013517809042192773 0.0022431439024354154 0.0016521250188084792 0.0018927729256107662 0.00053952228522510153 0.0029146187009179503 0.0024810186039964277 0.0012295931561005543 0.0018246754731541428 0.0019664602143433293 0.0022943739099677797 0.0021133602945767071 0.0027058733915907383 0.0011896990271131835 0.0020622436688963238
leaf_weight=57 67 63 52 55 103 70 57 62 58 1162 64 54 66 127 87 62 57 56
leaf_count=57 67 63 52 55 103 70 57 62 58 1162 64 54 66 127 87 62 57 56
internal_value=0 0.00231549 0.000879509 0.00189083 0.00208684 0.00241489 0.00103619 0.00120275 0.00239137 0.002372 0.000890314 0.00227128 0.00240561 0.00242583 0.00245544 0.00241723 0.00144298 0.00222353
internal_weight=0 2077 302 394 274 1683 250 183 1626 1568 126 219 1498 1432 1249 165 120 183
internal_count=2379 2077 302 394 274 1683 250 183 1626 1568 126 219 1498 1432 1249 165 120 183
is_linear=0
shrinkage=0.0032998


Tree=3362
num_leaves=17
num_cat=0
split_feature=1456 0 160 1 0 402 0 47 12 47 0 0 1 0 1 2
split_gain=0.695121 0.66155 1.0905 0.797153 0.541674 0.582362 1.08554 0.630257 0.856945 0.739589 0.701991 0.36839 0.247175 0.225685 0.224341 0.208706
threshold=-0.081149999999999986 -0.13314999999999996 -0.064339999999999994 0.098370000000000027 -0.11242999999999999 0.083730000000000013 -0.071844999999999978 0.09364500000000002 -0.085719999999999977 0.077555000000000013 0.12500000000000003 -0.068669999999999995 1.0000000180025095e-35 -0.081964999999999996 0.10797500000000002 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -4 -3 7 13 8 -6 10 -10 -9 -1 15 -5 -7
right_child=1 4 3 14 5 6 -8 11 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.012837035865178762 -0.021774627670923093 0.022892053671524169 0.015273580354461804 -0.012392081536019089 -0.0074357893506246629 0.0078307954124562703 -0.020568037637625203 0.0039543978565429044 0.0083822766521751135 0.027789268271324222 0.02727759675626976 -0.0128807160204511 0.0268142019754887 0.01414502525482964 0.00096275876248880536 -0.0048241839245797974
leaf_weight=101 56 59 98 54 81 74 57 99 1258 61 56 55 53 56 93 68
leaf_count=101 56 59 98 54 81 74 57 99 1258 61 56 55 53 56 93 68
internal_value=0 0.00618942 -0.000998149 0.00374357 0.0073148 0.00682106 -0.000498279 0.00798143 0.00904331 0.0100154 0.0091889 -0.00204671 0.0176588 0.00527048 -0.00393112 0.00175826
internal_weight=0 2225 301 245 1924 1865 255 1610 1456 1375 1314 154 154 198 147 142
internal_count=2379 2225 301 245 1924 1865 255 1610 1456 1375 1314 154 154 198 147 142
is_linear=0
shrinkage=0.16499


Tree=3363
num_leaves=22
num_cat=0
split_feature=1 1 12 14 2 2 0 160 0 15 52 16 52 42 51 16 402 15 16 15 15
split_gain=29.1888 6.78654 4.70014 2.73301 1.91353 3.23442 1.76197 1.64652 1.56795 3.07598 1.06862 1.06259 1.33047 0.493698 0.43447 0.480066 0.444514 0.337763 0.333389 0.372685 0.32368
threshold=0.11831500000000002 0.096300000000000011 0.085090000000000013 0.062655000000000016 -1.0000000180025095e-35 0.13880500000000004 -0.066849999999999979 -0.038589999999999992 -0.10566999999999999 -0.10753999999999998 -0.11183499999999999 0.0045450000000000013 -0.012574999999999998 0.11457500000000002 -0.085574999999999984 0.032580000000000005 -0.0063199999999999992 -0.067469999999999988 0.10246000000000001 -1.0000000180025095e-35 -0.13924999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 6 -2 -6 8 -8 9 -1 -4 12 -3 14 15 -10 -16 -12 -9 -20 -7
right_child=4 2 10 -5 5 20 7 18 13 -11 17 -13 -14 -15 16 -17 -18 -19 19 -21 -22
leaf_value=0.0023465766659210951 0.00032686346727947942 0.0007671576867724169 0.0022381511949756132 0.0026902472254793607 0.0013977032587023624 0.00075259350801874195 0.0012714341550368394 0.001721176612234545 0.0024964170961603964 0.0013341015579044567 0.0015479731977402508 0.0016446800185345692 0.0013625234308124619 0.0018166557514792223 0.0022525527136233628 0.0020629934762446266 0.0020577760068459039 0.0019116554768809245 0.0018184412892890507 0.0022076352688336939 0.00040109461600111259
leaf_weight=53 67 73 78 67 101 62 60 69 64 86 56 52 94 69 154 52 898 59 54 57 54
leaf_count=53 67 73 78 67 101 62 60 69 64 86 56 52 94 69 154 52 898 59 54 57 54
internal_value=0 0.00194265 0.00156269 0.00203564 0.000815118 0.000965707 0.00200848 0.0017466 0.00205413 0.00172041 0.00193845 0.00123139 0.00110248 0.0020916 0.00210782 0.00230243 0.00208632 0.00173486 0.00190479 0.00201862 0.000589268
internal_weight=0 2095 412 1683 284 217 1616 240 1376 139 193 219 167 1237 1168 116 1052 115 180 111 116
internal_count=2379 2095 412 1683 284 217 1616 240 1376 139 193 219 167 1237 1168 116 1052 115 180 111 116
is_linear=0
shrinkage=0.0032998


Tree=3364
num_leaves=21
num_cat=0
split_feature=3 0 3 1452 1 2 12 3 52 12 1 43 3 12 130 52 159 403 52 3
split_gain=0.664273 1.24872 0.618432 0.555623 0.619955 0.764402 1.52135 1.21094 0.830453 0.704033 0.648954 0.61858 0.480425 0.422142 0.386839 0.370375 0.336986 0.272359 0.248954 0.163725
threshold=-0.23303499999999996 0.024745000000000003 -0.027864999999999997 0.087295000000000011 0.080270000000000022 1.0000000180025095e-35 0.08073000000000001 -0.093979999999999994 0.0060650000000000009 0.083570000000000019 0.13271500000000003 -0.083154999999999993 -0.086424999999999988 0.096075000000000008 0.0084900000000000028 0.087375000000000008 -0.073364999999999986 -0.012634999999999999 0.08321000000000002 -0.044759999999999994
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 -3 4 9 7 8 -6 10 19 -7 -9 15 -13 16 18 -14 -17 -11 -2
right_child=1 2 -4 -5 5 6 -8 11 -10 12 -12 13 14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.020703565286840905 0.028545164143633533 -0.022674310647175285 0.0013167125986267201 0.021046032060707948 0.031907501400293574 0.0037099921654518094 -0.020804054917985718 0.01828071282527988 -0.012864195095966469 0.003164242070400454 0.023893673046446622 -0.00084214434689694386 0.0186300573302671 0.013191270954883198 0.020701333658112039 -0.01357524890238186 0.0074663450571071941 0.0030277011225576449 0.014947437173885143 0.016025291302231282
leaf_weight=100 56 57 65 84 55 218 90 85 68 159 57 273 91 78 97 53 494 59 75 65
leaf_count=100 56 57 65 84 55 218 90 85 68 159 57 273 91 78 97 53 494 59 75 65
internal_value=0 0.00668003 -0.00987748 0.00761736 0.00707235 0.00382378 -0.00132706 0.00836982 0.00377829 0.00968321 0.00790005 0.0053965 0.00825121 0.00227127 0.0108436 0.00313617 0.00920599 -0.00481301 0.00694859 0.0218345
internal_weight=0 2279 122 2157 2073 924 433 491 343 1149 275 436 1028 351 682 346 585 112 234 121
internal_count=2379 2279 122 2157 2073 924 433 491 343 1149 275 436 1028 351 682 346 585 112 234 121
is_linear=0
shrinkage=0.16829


Tree=3365
num_leaves=23
num_cat=0
split_feature=2 2 2 14 2 12 150 12 15 15 16 16 2 15 16 475 475 12 15 12 16 2
split_gain=30.3755 14.0679 5.68001 4.91149 4.31857 3.97938 3.7655 3.12151 2.15256 0.936132 2.50162 0.927324 0.902578 0.664466 0.60894 0.708898 0.949273 0.574322 0.49767 0.49095 0.480154 0.465777
threshold=0.11517500000000001 -1.0000000180025095e-35 0.16730000000000003 0.062655000000000016 0.098365000000000022 0.088105000000000003 0.081245000000000026 -0.070844999999999977 -0.040804999999999994 -0.0053099999999999996 0.081265000000000018 0.27552000000000004 0.12358500000000001 0.082725000000000007 0.11346000000000002 -0.084169999999999981 -0.016104999999999998 0.08784500000000002 -0.063199999999999992 -0.081314999999999985 -0.011989999999999999 0.13194500000000003
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 7 5 4 9 19 8 -1 17 14 13 -10 -7 -11 15 -3 -17 -6 -16 -2 -15 -21
right_child=2 3 -4 -5 6 12 -8 -9 11 10 -12 -13 -14 20 18 16 -18 -19 -20 21 -22 -23
leaf_value=0.00014803596230214512 0.00061262217900544074 0.0018950599402798736 -0.00038582599421637732 0.0024898534592980447 0.00084709243979823995 0.0013956831189282811 0.00048283654781068933 0.0011178166102875497 0.0014644988075647679 0.0013330238510200231 0.0023750744220802098 0.0019908609306921394 0.00083621757443714834 0.0017501993086890383 0.001577925349160428 0.0011671983719309634 0.0016263708613367942 0.0012773547737857088 0.0011472480540034213 0 0.001481903335175081 0.00042879217155589183
leaf_weight=85 54 87 65 68 52 67 57 63 87 54 63 64 60 591 58 57 379 100 61 52 85 59
leaf_count=85 54 87 65 68 52 67 57 63 87 54 63 64 60 591 58 57 379 100 61 52 85 59
internal_value=0 0.00154065 0.000496018 0.00161845 0.00158542 0.000692439 0.00126187 0.000561086 0.00140831 0.00166657 0.00174281 0.00168783 0.00113165 0.0016882 0.00157233 0.00162116 0.00156642 0.00113039 0.00135745 0.000354169 0.00171652 0.000228118
internal_weight=0 2011 357 1863 1795 292 360 148 303 1435 793 151 127 730 642 523 436 152 119 165 676 111
internal_count=2368 2011 357 1863 1795 292 360 148 303 1435 793 151 127 730 642 523 436 152 119 165 676 111
is_linear=0
shrinkage=0.0032998


Tree=3366
num_leaves=17
num_cat=0
split_feature=4 2 3 123 11 12 2 0 12 14 16 12 4 151 123 13
split_gain=32.761 7.77891 4.39664 3.43517 2.63464 2.43456 1.83984 2.92384 1.33002 1.19317 1.87811 0.876956 0.958502 0.794119 0.644239 0.499029
threshold=0.30163500000000004 0.14234000000000005 0.10812000000000001 0.081180000000000016 1.0000000180025095e-35 0.093270000000000006 0.088820000000000024 -0.13972999999999997 0.083310000000000009 -0.10708499999999999 -0.4714549999999999 0.087675000000000017 0.0082450000000000006 -0.0096649999999999982 0.086445000000000008 -0.0046699999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 11 -8 -9 -2 13 15 -13 -11 -5 -1
right_child=9 -3 -4 14 5 -7 7 8 -10 10 -12 12 -14 -15 -16 -17
leaf_value=0.002769546047995692 0.0017301543019823695 0.0015089580352138407 0.0019194840915175697 0.001800473072263881 0.003555023949205175 0.002641286899044725 0.0017882692147441945 0.0030087937714365089 0.0025228472898326231 0.0011103288814746579 0.00068414273049811002 0.0026879244169302464 0.0022460067102567367 0.001607237452059269 0.0023252545067469535 0.0030089854274840595
leaf_weight=434 69 72 95 52 70 59 56 70 550 58 52 398 63 91 52 127
leaf_count=434 69 72 95 52 70 59 56 70 550 58 52 398 63 91 52 127
internal_value=0 0.00257597 0.00261387 0.00264802 0.00268129 0.00313739 0.00264662 0.00251242 0.00257777 0.00135452 0.00122539 0.00273534 0.00262761 0.00141405 0.0020632 0.00282381
internal_weight=0 2098 2026 1931 1827 129 1698 676 620 270 201 1022 461 149 104 561
internal_count=2368 2098 2026 1931 1827 129 1698 676 620 270 201 1022 461 149 104 561
is_linear=0
shrinkage=0.0032998


Tree=3367
num_leaves=21
num_cat=0
split_feature=4 2 4 123 3 4 3 4 40 3 3 3 2 16 2 16 16 132 2 2
split_gain=23.4408 5.1645 3.88327 2.64902 1.97371 1.3515 1.34306 1.26893 1.09308 1.05012 0.975264 1.07683 0.805709 0.750811 0.651263 0.515471 0.401038 0.491371 0.445986 0.217664
threshold=0.27161500000000005 0.14234000000000005 -0.072054999999999994 0.081180000000000016 0.092330000000000009 0.043850000000000007 -0.060614999999999995 -0.26545999999999997 -0.074429999999999982 -0.01435 -0.095764999999999989 -0.079724999999999976 0.11715500000000001 -0.011989999999999999 0.10244500000000002 -0.123625 -0.038799999999999994 0.049725000000000005 0.090115000000000015 0.13971500000000001
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 2 7 4 5 10 15 9 -2 -1 -4 -12 14 16 -10 -7 17 18 -9 -14
right_child=8 -3 3 -5 -6 6 -8 13 12 -11 11 -13 19 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0023266619137685732 0.00068880459817695729 0.0012154224473459483 0.0017985105922919283 0.001435629016507061 0.0015087244951306456 0.0018988380000598646 0.002312860085551806 0.0022504871867652719 0.0011462521973500779 0.0028522951281249828 0.0023138712157697383 0.0020523338603211125 0.00083744925672258642 0.0019507641388636463 0.0016405357790228584 0.0015367704141072184 0.0025531353184329603 0.0025404844907229072 0.0019553300372622626 0.0011352952393374645
leaf_weight=101 60 71 80 85 71 86 54 407 62 72 355 340 55 94 56 89 52 56 67 55
leaf_count=101 60 71 80 85 71 86 54 407 62 72 355 340 55 94 56 89 52 56 67 55
internal_value=0 0.00209123 0.00212216 0.00199781 0.00204223 0.00207992 0.00185606 0.00229202 0.00108649 0.00254563 0.00214602 0.00218598 0.00119098 0.00222707 0.00138113 0.0017149 0.00227163 0.00224395 0.00220884 0.000986693
internal_weight=0 2080 2009 1160 1075 1004 229 849 288 173 775 695 228 676 118 175 582 530 474 110
internal_count=2368 2080 2009 1160 1075 1004 229 849 288 173 775 695 228 676 118 175 582 530 474 110
is_linear=0
shrinkage=0.0032998


Tree=3368
num_leaves=15
num_cat=0
split_feature=4 475 11 2 2 159 14 0 0 2 0 39 2 4
split_gain=1.0724 0.810393 0.605643 0.52668 1.49302 0.491664 0.754476 0.994223 0.734515 1.34032 0.724535 0.367934 0.355869 0.476388
threshold=-0.15450999999999995 -0.027234999999999995 0.083010000000000014 0.095620000000000011 0.10672500000000001 0.11819000000000002 -0.10708499999999999 -0.10220499999999998 -0.11471499999999998 0.085885000000000017 -0.23070499999999997 0.092205000000000023 -0.00097499999999999985 0.053455000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -3 -5 6 -2 8 9 -8 -11 12 -9 -14
right_child=2 3 -4 4 -6 -7 7 11 -10 10 -12 -13 13 -15
leaf_value=0.0054888932261196776 0.028672151537527446 0.016689974447286791 0.026460051131713149 0.056494791206098544 0.016296051506403762 -0.0025335908214413369 0.030134216151582932 0.024155929552116453 -0.013624092327390981 -0.016594420201741192 0.0055080213000522548 0.001201271009570628 0.013085208708499118 0.002555337890391448
leaf_weight=56 65 63 68 52 53 81 53 73 67 54 189 84 1275 135
leaf_count=56 65 63 68 52 53 81 53 73 67 54 189 84 1275 135
internal_value=0 0.023061 0.0108149 0.0289076 0.0362211 0.0103015 0.0108236 0.0102215 0.00227939 0.00588524 0.000588974 0.0120602 0.012674 0.0120783
internal_weight=0 224 2144 168 105 2076 1995 1930 363 296 243 1567 1483 1410
internal_count=2368 224 2144 168 105 2076 1995 1930 363 296 243 1567 1483 1410
is_linear=0
shrinkage=0.16829


Tree=3369
num_leaves=16
num_cat=0
split_feature=4 16 1 10 4 4 49 48 4 3 16 3 3 3 4
split_gain=0.74212 1.62123 1.05904 0.869061 0.664037 0.625318 0.530986 0.639907 0.82147 0.991875 0.609619 1.18517 0.737226 0.443665 0.436811
threshold=-0.15450999999999995 0.041625000000000002 0.080475000000000005 0.058500000000000003 0.53076500000000015 0.50569000000000008 -0.0096099999999999988 0.097500000000000017 0.26450500000000005 -0.015259999999999998 -0.24235499999999996 0.088465000000000002 -0.013399999999999999 -0.036004999999999988 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 -2 12 14 -8 -4 -12
right_child=3 2 13 -5 -6 -7 10 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.043136659477812249 0.0027195693949983372 -0.0086987215312260713 0.030767490573140332 -0.012068761071103907 0.027975697187345303 -0.0074381875898608379 0.010934429284709429 -0.013607801172545279 -0.011698435704796764 0.025267530186051271 0.011852476242550581 -0.013738568519922566 0.035172112863968853 0.009426704660891988 0.0025793311918266035
leaf_weight=59 152 54 55 54 54 63 84 52 56 87 1259 58 62 56 163
leaf_count=59 152 54 55 54 54 63 84 52 56 87 1259 58 62 56 163
internal_value=0 0.0191841 0.0106083 0.00899539 0.00954049 0.00905066 0.00957808 0.00359405 0.00663233 0.0109349 0.010854 0.00982828 0.0212395 0.0200172 0.0107908
internal_weight=0 224 165 2144 2090 2036 1973 347 295 239 1626 1480 146 111 1422
internal_count=2368 224 165 2144 2090 2036 1973 347 295 239 1626 1480 146 111 1422
is_linear=0
shrinkage=0.16829


Tree=3370
num_leaves=13
num_cat=0
split_feature=3 1373 3 43 13 12 51 4 2 3 13 4
split_gain=1.71598 0.754341 0.78995 0.739825 1.14863 0.568098 1.32791 1.77858 1.08629 0.583183 0.700099 0.567189
threshold=0.31343500000000007 0.084345000000000017 0.12991000000000003 -0.43328499999999998 0.17001000000000002 0.083825000000000024 -0.020999999999999994 -0.030434999999999993 0.064660000000000009 -0.14906999999999998 0.095430000000000015 -0.088499999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8 10 -7 -11
right_child=-2 -3 -4 4 -6 9 8 -9 -10 11 -12 -13
leaf_value=0.022196988178329533 -0.018131819809551964 -0.012575189035504006 0.025873568007399903 0.0093252862570816566 -0.017928572168291385 0.031951818274575161 -0.0093181817480151256 -0.030828009597139973 0.011858973814643918 -0.0088665225023178869 0.0062320370933850741 0.0085677659830127005
leaf_weight=89 78 53 66 57 53 65 88 69 310 55 56 1293
leaf_count=89 78 53 66 57 53 65 88 69 310 55 56 1293
internal_value=0 0.00725169 0.00772993 0.00716821 0.00651359 0.00716448 0.00240247 -0.0126492 0.00717207 0.00886189 0.0200633 0.00785509
internal_weight=0 2254 2201 2135 2046 1993 524 126 398 1469 121 1348
internal_count=2332 2254 2201 2135 2046 1993 524 126 398 1469 121 1348
is_linear=0
shrinkage=0.16829


Tree=3371
num_leaves=11
num_cat=0
split_feature=3 30 1373 149 3 16 0 151 42 4
split_gain=1.18715 0.535414 0.531589 0.625577 0.561648 0.588693 2.25946 0.894274 0.753102 0.391341
threshold=0.31343500000000007 0.084655000000000022 0.081220000000000014 0.077335000000000015 0.12991000000000003 -0.011859999999999997 -0.10185499999999999 -0.089309999999999987 -1.0000000180025095e-35 -0.084384999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -8 -9
right_child=-2 -3 -4 -5 -6 6 8 9 -10 -11
leaf_value=0.029748372581843291 -0.015080420433082081 -0.010356533468928768 -0.010035472340598249 0.025103028410282197 0.022062958902793528 -0.025324475358599264 0.016421639908030312 0.013763144811550557 0.0024498367270026074 0.0058161239811531937
leaf_weight=52 78 55 54 52 63 76 137 213 542 1010
leaf_count=52 78 55 54 52 63 76 137 213 542 1010
internal_value=0 0.00603144 0.00644214 0.0068578 0.00640364 0.00591678 0.00218929 0.00812262 0.00527154 0.00720166
internal_weight=0 2254 2199 2145 2093 2030 755 1275 679 1223
internal_count=2332 2254 2199 2145 2093 2030 755 1275 679 1223
is_linear=0
shrinkage=0.16829


Tree=3372
num_leaves=11
num_cat=0
split_feature=97 10 1373 47 376 13 48 43 13 13
split_gain=1.0742 0.784729 0.508482 0.393428 0.490349 0.458323 0.448229 0.759526 0.657397 0.562594
threshold=-1.0000000180025095e-35 -0.015579999999999998 0.085550000000000015 0.10621500000000002 0.085090000000000013 -0.069874999999999979 0.092475000000000016 -0.43328499999999998 -0.013944999999999997 0.11014500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 7 -3 -8 -9
right_child=1 2 -4 5 -6 -7 8 9 -10 -11
leaf_value=-0.019249182953437135 -0.013841943651116809 0.021944751441178058 -0.010934612654846737 0.0043275081025728338 0.020948639811916952 0.02281711365658648 0.0060396825765275291 0.0053959683737308155 -0.015635788251352017 -0.012206432096375249
leaf_weight=53 61 77 52 72 55 81 88 1668 72 53
leaf_count=53 61 77 52 72 55 81 88 1668 72 53
internal_value=0 0.00498016 0.00549862 0.00589396 0.00526725 0.0141279 0.00482584 0.00558581 -0.00370305 0.00485284
internal_weight=0 2279 2218 2166 2013 153 1958 1798 160 1721
internal_count=2332 2279 2218 2166 2013 153 1958 1798 160 1721
is_linear=0
shrinkage=0.16829


Tree=3373
num_leaves=17
num_cat=0
split_feature=97 10 400 16 0 150 4 4 4 4 4 49 482 51 43 43
split_gain=0.74316 0.542937 0.471988 0.419727 1.0643 0.492925 0.580891 0.644438 0.510846 0.484939 1.21673 0.927034 0.788801 0.605046 0.273268 0.26747
threshold=-1.0000000180025095e-35 -0.015579999999999998 -0.082339999999999983 -0.071854999999999988 -0.034179999999999995 0.090480000000000019 -0.07878499999999998 -0.074219999999999994 -0.080954999999999985 -0.030434999999999993 -0.019114999999999997 -0.0062499999999999995 0.078475000000000017 -0.40771999999999992 -0.091164999999999982 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 -8 -4 11 -11 -5 13 -12 -13 -16
right_child=1 2 3 9 -6 -7 7 -9 -10 10 12 14 -14 -15 15 -17
leaf_value=-0.016009743557753423 -0.011512487397065502 -0.0070238024187724551 0.0053627994289130185 0.02767151406983797 0.030217453671635468 -0.006215616696423708 0.025317747992786181 0.0085547089176655575 -0.011205414461005356 -0.020757512373212078 0.014359976515310006 -0.0037504680692432859 0.019632775510987931 -0.0026354652524839691 0.0080182810135287514 -0.0037249648992801693
leaf_weight=53 61 95 261 53 56 81 77 421 66 73 70 97 66 389 348 65
leaf_count=53 61 95 261 53 56 81 77 421 66 73 70 97 66 389 348 65
internal_value=0 0.00414218 0.00457353 0.00509333 0.00769401 0.00629985 0.00753082 0.0111502 0.00201326 0.00293687 -0.000397552 0.00648177 0.00243003 -3.96535e-05 0.00427618 0.00616572
internal_weight=0 2279 2218 2123 962 906 825 498 327 1161 598 563 525 459 510 413
internal_count=2332 2279 2218 2123 962 906 825 498 327 1161 598 563 525 459 510 413
is_linear=0
shrinkage=0.16829


Tree=3374
num_leaves=19
num_cat=0
split_feature=3 2 34 2 15 150 16 42 124 12 11 3 43 16 12 2 2 16
split_gain=19.4163 8.56939 5.60251 4.12126 3.22406 2.66331 1.95695 1.73734 2.26986 1.33828 1.72162 1.88792 0.897532 0.861479 1.05416 0.427904 0.383565 0.383295
threshold=-0.06340999999999998 0.14530500000000005 -0.038779999999999995 0.12131500000000002 0.016500000000000004 0.091105000000000005 0.07277500000000002 -0.0043149999999999994 -0.051674999999999992 0.10842500000000001 0.080455000000000013 -0.116045 -0.13868499999999997 -0.18776499999999999 0.087905000000000025 0.10486500000000001 0.092155000000000015 -0.093079999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 6 7 -4 -9 10 11 12 -1 -13 17 -12 -16 -15
right_child=1 -3 4 -5 -6 -7 -8 8 -10 -11 15 13 -14 14 16 -17 -18 -19
leaf_value=0.0017184884782326189 0.0003549557569721293 0.00021037521881216698 0.0016997407861429597 0.00095990406239742948 0.0020241495188806423 0.00064191306929686461 0.0018808089581892275 0.00063988828056506686 0.0013507893971833843 0.0014265929886064059 0.0024624569262903253 0.0014431577635194441 0.0011314159425136307 0.0022525005892465658 0.0018367578093110028 0.0020399717471041995 0.0016680399863098986 0.0019513725462454435
leaf_weight=54 64 96 77 63 75 61 71 72 154 89 53 55 61 53 498 55 217 464
leaf_count=54 64 96 77 63 75 61 71 72 154 89 53 55 61 53 498 55 217 464
internal_value=0 0.00112334 0.00127597 0.00178892 0.00139148 0.00128232 0.00138668 0.00127077 0.00112446 0.00182156 0.00184481 0.00181376 0.00140739 0.00185004 0.00186818 0.00224763 0.0017856 0.00198231
internal_weight=0 670 574 1662 510 435 374 303 226 1599 1510 1402 115 1287 1232 108 715 517
internal_count=2332 670 574 1662 510 435 374 303 226 1599 1510 1402 115 1287 1232 108 715 517
is_linear=0
shrinkage=0.0032998


Tree=3375
num_leaves=21
num_cat=0
split_feature=0 123 147 52 52 0 11 52 0 43 51 0 159 42 52 0 474 456 1209 52
split_gain=6.01622 5.94744 3.9384 3.04522 5.86308 1.97047 3.59605 2.0584 1.13006 1.07818 1.17206 0.993586 0.944557 0.910067 0.727033 0.696905 0.592487 0.467612 0.440411 0.436291
threshold=-0.060199999999999997 0.085740000000000011 0.089365000000000014 -0.093914999999999985 0.0043000000000000009 -0.10891999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.029554999999999994 -0.083154999999999993 -0.13217999999999999 -0.14803999999999998 0.0096550000000000021 0.065960000000000019 -0.40809499999999993 -0.0088949999999999984 0.090215000000000004 0.03981500000000001 0.083050000000000013 -0.068499999999999991
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 2 5 8 13 6 7 11 -2 12 -11 -1 17 -5 -10 -6 18 19 -12 -7
right_child=3 -3 -4 4 15 9 -8 -9 14 10 16 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0014084628996689401 0.0019098271335293451 0.00088756308904937764 0.00093453005498742676 0.00024193773344542057 0.0012443549638927757 0.0015631142531856031 0.0022117262831539211 0.0017842923200297668 0.0016004340860261354 0.0013512974912354469 0.0017918170770522403 0.00092014020954087712 0.0023626190383826077 0.00082474415251935465 0.0010837306589447399 0.0017570727570387122 0.0014527281886075826 0.0021304756720471637 0.0020220516773003139 0.0019076901938056782
leaf_weight=94 70 94 64 67 52 53 70 89 71 69 805 89 59 52 52 67 52 77 105 183
leaf_count=94 70 94 64 67 52 53 70 89 71 69 805 89 59 52 52 67 52 77 105 183
internal_value=0 0.00169759 0.00173966 0.00126545 0.00101526 0.00176917 0.00154391 0.00137191 0.0015738 0.00182406 0.00176878 0.00117117 0.00197715 0.000496906 0.00138228 0.00153332 0.00179869 0.00190438 0.00181842 0.00183046
internal_weight=0 1903 1809 431 238 1745 342 272 193 1403 1031 183 372 119 123 119 962 313 910 236
internal_count=2334 1903 1809 431 238 1745 342 272 193 1403 1031 183 372 119 123 119 962 313 910 236
is_linear=0
shrinkage=0.0032998


Tree=3376
num_leaves=18
num_cat=0
split_feature=3 15 12 15 147 3 3 0 15 151 16 2 39 15 16 3 15
split_gain=17.8385 10.4119 4.86154 2.14357 1.95458 2.49804 1.41717 1.3401 1.57002 1.05366 0.997557 1.01576 0.95841 0.873711 0.561023 0.442538 0.257848
threshold=0.30112000000000005 -0.40312499999999996 0.077755000000000005 -0.4680149999999999 1.0000000180025095e-35 -0.0047649999999999993 0.10323000000000002 -0.14012999999999998 0.12241500000000001 -0.083294999999999994 -0.021179999999999997 0.084175000000000014 1.0000000180025095e-35 -0.031659999999999994 -0.0083249999999999973 -0.072419999999999984 -0.087404999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 12 13 -4 9 14 15 -12 -3 -7 -9 -11 -14
right_child=-2 2 7 -5 -6 6 -8 8 -10 10 11 -13 16 -15 -16 -17 -18
leaf_value=0.0012129818367848245 0.00028839404989231042 0.00088102008510372457 0.0022582496454523846 0.00035781108887855304 0.00091473592487930006 0.0017705350912785567 0.0013900412986042672 0.0023310541816065071 0.0012764507846586095 0.0019087108774940406 0.0014551228161827072 0.0017880930578561549 0.0015791276964527241 0.0023200287790713214 0.0019147754101448893 0.0016949570188044788 0.0012509141722294474
leaf_weight=65 101 55 81 63 64 83 66 68 56 774 141 354 55 52 77 126 53
leaf_count=65 101 55 81 63 64 83 66 68 56 774 141 354 55 52 77 126 53
internal_value=0 0.00170661 0.00176218 0.000792353 0.0014479 0.00154154 0.00178811 0.00184237 0.00182124 0.00184103 0.00181302 0.00169332 0.00123728 0.00198245 0.00211024 0.00187882 0.00141839
internal_weight=0 2233 2105 128 428 364 201 1677 1596 1540 1395 495 163 135 145 900 108
internal_count=2334 2233 2105 128 428 364 201 1677 1596 1540 1395 495 163 135 145 900 108
is_linear=0
shrinkage=0.0032998


Tree=3377
num_leaves=31
num_cat=0
split_feature=1 1 52 52 4 13 47 0 15 0 52 13 0 40 42 13 1 1 13 0 15 1 4 132 13 151 13 403 0 4
split_gain=72.252 10.2376 5.98487 4.26126 3.40252 3.88949 2.29775 2.26238 2.10637 3.11954 1.81707 1.74688 1.61528 0.929691 0.775323 0.742196 0.680283 0.90667 0.614963 0.429768 0.516183 0.468168 0.389946 0.385507 0.752045 0.359847 0.265816 0.551621 0.342384 0.413693
threshold=0.10141500000000002 0.13630500000000004 -0.41304999999999997 0.12492500000000002 0.043850000000000007 -0.00051499999999999994 0.10280000000000002 -0.079119999999999982 0.079575000000000021 -0.10417499999999999 0.038145000000000005 -0.041479999999999996 -0.029554999999999994 -0.082294999999999993 0.08648500000000002 -0.042924999999999998 0.10871500000000002 0.11684000000000001 -0.011764999999999998 -0.071519999999999986 0.029300000000000003 0.088885000000000006 -0.084384999999999988 1.0000000180025095e-35 -0.0087749999999999981 -0.085164999999999977 -0.085499999999999979 -1.0000000180025095e-35 -0.082284999999999983 -0.048624999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 7 13 14 9 -7 18 -3 -11 -4 23 19 -15 -18 -6 21 -21 -9 -10 24 25 -1 27 -16 29 -28
right_child=1 11 3 -5 10 8 -8 15 22 12 -12 -13 -14 16 26 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.010784401333191699 0.0098988321165983644 0.0076972979788828538 0.0090014186225204768 0.0097591533922045427 0.00944384525282802 0.0090279092458889244 0.0092964468199691029 0.010230610271366963 0.010395699888119262 0.01022841335236158 0.01019259799298328 0.0084767192235269909 0.0095588607765033848 0.0081862148293345895 0.010716972897750534 0.0097707548192175926 0.008917456811841442 0.0083556264532144483 0.0099057654012717211 0.010091675962364675 0.01053109826155771 0.0097846986520532912 0.010050200749966265 0.010813138272294253 0.010160122189330637 0.010496262895824317 0.0098769589427764107 0.010240110787848016 0.010449050911109118 0.010273305970118735
leaf_weight=70 80 76 52 54 103 52 67 65 92 102 93 56 68 60 52 64 64 69 52 62 70 53 76 53 69 284 52 69 63 92
leaf_count=70 80 76 52 54 103 52 67 65 92 102 93 56 68 60 52 64 64 69 52 62 70 53 76 53 69 284 52 69 63 92
internal_value=0 0.00883778 0.0090773 0.00889764 0.0101834 0.0102429 0.00874841 0.0103427 0.0099567 0.00974244 0.00982177 0.00802823 0.0099608 0.0085984 0.0104368 0.0101016 0.00848963 0.00862625 0.00959904 0.0101862 0.010325 0.0100306 0.0102396 0.0105254 0.0104893 0.0105533 0.010308 0.0104453 0.0102276 0.0101304
internal_weight=0 578 446 366 1756 1508 312 1118 390 222 248 132 170 245 804 314 193 133 155 250 132 118 168 476 423 354 328 121 207 144
internal_count=2334 578 446 366 1756 1508 312 1118 390 222 248 132 170 245 804 314 193 133 155 250 132 118 168 476 423 354 328 121 207 144
is_linear=0
shrinkage=0.0032998


Tree=3378
num_leaves=21
num_cat=0
split_feature=1 52 52 1 47 4 13 1 1 1 52 1429 475 42 13 403 1456 42 15 16
split_gain=26.1423 6.12482 4.432 4.03693 1.88668 1.72018 1.74204 1.38492 1.29382 1.16896 1.04518 0.928931 0.853064 0.944137 0.909237 1.02689 0.753043 0.565162 0.392727 0.369721
threshold=0.10312500000000001 -0.41304999999999997 0.12371000000000001 0.13630500000000004 0.10648500000000001 0.054560000000000004 0.039845000000000012 0.10871500000000002 0.077565000000000009 0.11684000000000001 0.044705000000000002 0.084690000000000015 -0.082549999999999998 -0.077669999999999989 -0.085499999999999979 -1.0000000180025095e-35 -0.066614999999999994 -0.091559999999999989 -0.059484999999999989 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 7 6 11 -3 19 -9 18 12 -1 17 15 -15 -16 -14 -7 -8
right_child=1 2 -4 -5 -6 10 8 9 -10 -11 -12 -13 13 14 16 -17 -18 -19 -20 -21
leaf_value=0.0025514379780220194 0.0021948409562238783 0.00069659083311819593 0.0018500945661480337 0.00045380664580061102 0.0017605068668212086 0.0018277342540156977 0.0022712691429954621 0.0015609634453083345 0.0015612660433185778 0.00098693329521459773 0.0021462157877932308 0.0019088019820910312 0.002269349214340187 0.0026235599854949479 0.0017638592624759388 0.0022033862530006897 0.0021488651796290636 0.0026484794542572035 0.0014582512211392751 0.001929197699848036
leaf_weight=94 74 69 86 101 57 82 68 74 78 82 89 97 95 93 62 208 615 82 53 75
leaf_count=94 74 69 86 101 57 82 68 74 78 82 89 97 95 93 62 208 615 82 53 75
internal_value=0 0.00131202 0.00117265 0.00102044 0.00122326 0.00213875 0.00217755 0.001087 0.00190491 0.00125946 0.00186717 0.00222229 0.00224661 0.00222177 0.0021813 0.00233332 0.00211366 0.00244519 0.00168294 0.00209211
internal_weight=0 543 469 383 282 1791 1567 225 221 156 224 1346 1249 1155 978 301 677 177 135 143
internal_count=2334 543 469 383 282 1791 1567 225 221 156 224 1346 1249 1155 978 301 677 177 135 143
is_linear=0
shrinkage=0.0032998


Tree=3379
num_leaves=30
num_cat=0
split_feature=12 13 2 2 2 2 52 12 15 2 2 52 2 15 11 52 0 12 13 15 15 42 15 52 1213 42 42 2 475
split_gain=52.6441 19.4979 12.7579 7.90396 7.09461 4.26562 4.2568 3.58082 2.72498 1.54987 1.47427 1.55583 1.2372 0.772268 0.701646 1.04555 0.753568 0.63376 0.774445 0.514986 0.47591 0.448312 0.36915 0.329797 0.356504 0.286928 0.268609 0.261772 0.229748
threshold=0.054520000000000006 -0.0044799999999999987 0.13459500000000005 0.10859000000000001 0.11366500000000002 -0.0091949999999999983 -0.08929999999999999 0.09141500000000001 -0.033689999999999991 0.14721500000000001 0.088850000000000012 -1.0000000180025095e-35 0.092235000000000025 -0.073404999999999984 1.0000000180025095e-35 -0.085924999999999987 -0.086589999999999986 0.092355000000000007 -0.050754999999999995 0.095970000000000014 0.095760000000000012 0.086700000000000013 -0.094269999999999979 -0.0082999999999999984 -0.082414999999999974 -0.075014999999999984 0.085545000000000024 0.12358500000000001 -0.0034549999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 6 5 -1 -3 14 10 -6 11 -9 -8 22 15 16 -2 -10 20 25 -19 26 -12 -23 -25 -20 28 -5 -17
right_child=2 3 -4 27 9 -7 12 8 17 -11 13 -13 -14 -15 -16 21 -18 18 19 -21 -22 23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.00038786059472490275 0.0018574911062115922 0.0027755604266092365 0.00066918438264466538 0.00084551124287898143 0.00025489035735234283 0.0014389322612105683 0.0020557182418072121 0.0019986429592997682 0.0020008888585231958 -0.00049263379478000626 0.002065734028665158 0.0012475234927666228 0.0014327688416677757 0.0018313494603755406 0.0027781190898459457 0.0027288517242044365 0.0023600852856529315 0.0019344411579094516 0.002399703623467476 0.0022326165462602885 0.0023344468618612581 0.0021364090725462751 0.0024516129625711805 0.0022266945235030053 0.0025285242609643971 0.0027056703781334606 0.002776228255087174 0.001171638554189126 0.002489936715883575
leaf_weight=75 52 68 52 57 72 96 76 62 57 52 52 59 65 71 73 54 91 52 53 57 93 52 61 64 146 106 54 53 359
leaf_count=75 52 68 52 57 72 96 76 62 57 52 52 59 65 71 73 54 91 52 53 57 93 52 61 64 146 106 54 53 359
internal_value=0 0.00115402 0.0022797 0.00171954 0.000542364 0.000978142 0.00209652 0.00232989 0.00215471 -5.83034e-05 0.0019169 0.00163269 0.00176879 0.0021036 0.00246388 0.00243754 0.00217757 0.00232815 0.00237972 0.00250609 0.00219124 0.00248848 0.00227435 0.00237724 0.00243671 0.0026039 0.00255082 0.00100297 0.00252126
internal_weight=0 614 1720 319 295 171 209 1668 723 124 305 121 141 184 945 872 143 418 361 216 145 729 113 262 210 159 467 110 413
internal_count=2334 614 1720 319 295 171 209 1668 723 124 305 121 141 184 945 872 143 418 361 216 145 729 113 262 210 159 467 110 413
is_linear=0
shrinkage=0.0032998


Tree=3380
num_leaves=16
num_cat=0
split_feature=1446 14 3 1 1420 403 16 14 3 16 1 16 4 1210 42
split_gain=0.92094 0.590569 0.728075 0.530809 0.483179 0.49608 0.622957 0.56756 0.911796 1.8937 0.564552 0.469709 0.339829 0.31614 0.770065
threshold=0.11018500000000002 -1.0000000180025095e-35 0.11191000000000002 0.11249000000000002 -0.069964999999999986 -0.088654999999999984 -0.082739999999999994 0.076975000000000002 -0.10919499999999999 0.15737500000000001 0.109225 -0.091354999999999978 0.50779500000000011 -0.026879999999999998 -0.079234999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 -4 -3 6 11 8 9 -7 -10 -6 -1 -8 -15
right_child=-2 2 3 -5 5 7 13 -9 10 -11 -12 -13 -14 14 -16
leaf_value=0.040219176804156764 0.04187110239740563 0.034501258156988707 -0.0052539701056387358 0.015343628895590449 0.027535195324732243 -0.0047763164376499823 0.042523273131236175 0.033697403810766913 0.020267881718441474 0.031156893925824217 0.0096394582957088047 0.0062823394665074842 0.021522592259868609 0.043091073653146413 0.016592949781447135
leaf_weight=60 54 62 56 96 55 130 55 65 1274 61 160 64 52 52 78
leaf_count=60 54 62 56 96 55 130 55 65 1274 61 160 64 52 52 78
internal_value=0 0.0196086 0.0190018 0.00774322 0.0198333 0.0193763 0.0256495 0.0182468 0.0176277 0.00669033 0.0190833 0.0161202 0.0315547 0.0317695 0.027206
internal_weight=0 2320 2208 152 2056 1994 304 1690 1625 191 1434 119 112 185 130
internal_count=2374 2320 2208 152 2056 1994 304 1690 1625 191 1434 119 112 185 130
is_linear=0
shrinkage=0.16829


Tree=3381
num_leaves=25
num_cat=0
split_feature=1 3 4 4 3 51 4 3 43 1 0 4 4 16 0 3 16 43 43 43 157 16 15 0
split_gain=42.4958 7.90143 4.96508 4.94885 2.82924 3.21128 2.00145 1.68788 1.68267 2.20593 1.60777 1.59026 1.59618 1.5435 1.43363 1.33989 0.723188 0.776409 0.599734 0.534909 0.526171 0.515265 0.246192 0.0844441
threshold=0.109225 -0.06340999999999998 0.054560000000000004 0.25472500000000003 -0.068254999999999982 -0.096089999999999981 0.30163500000000004 -0.1535 -0.081164999999999987 0.11869500000000001 -0.10946999999999998 -0.00013999999999999996 -0.030434999999999993 -0.38959499999999997 -0.064804999999999988 -0.24154499999999998 0.0060650000000000009 0.061400000000000003 -0.073404999999999984 0.0047850000000000011 -0.027269999999999996 -1.0000000180025095e-35 0.089050000000000004 -0.078454999999999983
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 -2 7 -6 10 15 -3 -10 -4 12 21 -11 16 -1 17 19 -12 -9 -18 -7 -19 -22
right_child=1 8 6 -5 5 11 -8 14 9 13 18 -13 -14 -15 -16 -17 20 22 -20 -21 23 -23 -24 -25
leaf_value=0.0027035560935490489 0.0026545646855026788 0.00060458785744680124 0.0026671866911077277 0.0013448563357129923 0.0030382570666913442 0.0025133565444652893 0.0015517879819767035 0.0027224813148508265 0.0017112869279569932 0.00065586791102940792 0.0023139862589182858 0.0025577074771271462 0.0016381856468448655 0.001304594533841519 0.00218703602155234 0.0034152560377469885 0.0027488762831329549 0.0023035659268397083 0.001873594227575786 0.0030242117794662088 0.0022346298560195804 0.0020648854668352777 0.0026133096032097767 0.0024343188198928745
leaf_weight=57 72 60 75 56 61 52 52 807 71 73 61 92 72 89 69 60 52 59 79 72 52 64 60 57
leaf_count=57 72 60 75 56 61 52 52 807 71 73 61 92 72 89 69 60 52 59 79 72 52 64 60 57
internal_value=0 0.00139758 0.00255366 0.00208184 0.00261996 0.00235068 0.00213485 0.0026882 0.00109853 0.00122558 0.00227571 0.00220075 0.00202589 0.00101248 0.00265191 0.00306883 0.00267956 0.00271303 0.00206573 0.00274724 0.00247186 0.00226623 0.00246004 0.00233938
internal_weight=0 421 1953 128 1686 341 267 1345 293 233 215 280 188 162 1228 117 1159 998 140 879 161 116 119 109
internal_count=2374 421 1953 128 1686 341 267 1345 293 233 215 280 188 162 1228 117 1159 998 140 879 161 116 119 109
is_linear=0
shrinkage=0.0032998


Tree=3382
num_leaves=20
num_cat=0
split_feature=41 12 2 12 12 4 4 0 4 147 1 2 0 2 0 151 12 1 0
split_gain=0.767171 1.99072 0.812491 0.769637 0.767981 0.706981 0.749012 0.655605 0.982714 0.493 0.911711 0.720744 0.482169 0.449306 1.10363 0.443386 0.428357 0.332424 0.190545
threshold=0.07677500000000001 0.085785000000000014 0.098365000000000022 -0.08947999999999999 0.11247500000000001 -0.46376499999999993 -0.095209999999999975 -0.10891999999999999 0.0099250000000000015 0.088335000000000011 0.11869500000000001 0.14925000000000002 0.12411500000000002 0.11225500000000001 -0.14151499999999997 0.0014250000000000003 0.095175000000000023 0.102705 -0.063109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7 8 -8 10 12 -12 13 14 -4 -9 -16 18 -15
right_child=1 -3 9 4 -6 6 7 15 -10 -11 11 -13 -14 17 16 -17 -18 -19 -20
leaf_value=0.037250796584297453 0.04935105294106875 0.0073400115368871324 -0.010049594569374615 0.036770784522446948 0.039045304749041346 -0.0014095495925073036 -0.010977127561192805 0.018685011595010587 0.021139406790295814 0.028127247541619507 -0.013186112462283527 0.012347393995558818 0.00061093832016279374 0.0092059619083661223 0.025545944757680118 0.034606078320170604 0.0084472958422797152 0.031284580553159407 0.022466664903599547
leaf_weight=68 73 57 52 56 52 57 52 1185 56 54 68 58 61 52 94 52 75 75 77
leaf_count=68 73 57 52 56 52 57 52 1185 56 54 68 58 61 52 94 52 75 75 77
internal_value=0 0.0309446 0.0176273 0.0197097 0.0189186 0.0181995 0.0174564 0.0182573 0.00565926 0.0126905 0.0113255 -0.00141833 0.0146332 0.0166416 0.0113678 0.0193557 0.0179684 0.022346 0.0171352
internal_weight=0 130 2244 1578 1510 1458 1402 1345 108 666 612 126 486 425 221 1237 169 204 129
internal_count=2374 130 2244 1578 1510 1458 1402 1345 108 666 612 126 486 425 221 1237 169 204 129
is_linear=0
shrinkage=0.16829


Tree=3383
num_leaves=13
num_cat=0
split_feature=132 2 49 39 15 474 1454 15 47 401 15 15
split_gain=0.513372 0.944558 0.947995 0.559721 0.508815 0.693393 0.532075 0.458749 0.409131 0.382387 1.04858 0.359376
threshold=0.10859000000000001 0.13733000000000004 -0.15378499999999998 0.10508500000000001 0.085790000000000019 0.095835000000000017 0.086305000000000007 0.08765000000000002 0.11069000000000002 0.020315000000000003 0.089150000000000021 -0.044164999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -6 -4 10 -9 -3
right_child=-2 11 3 -5 7 -7 -8 9 -10 -11 -12 -13
leaf_value=0.037906642534495306 0.027154268691554042 0.0078462761555425139 0.012010072185767653 0.032026519273111294 0.0303331038225901 0.026791881310010836 0.028688551438421039 -0.0054461625072687678 -0.0012833012934724973 0.028148832931816241 0.018437260647044682 -0.0094877899046302196
leaf_weight=53 99 97 1232 54 85 96 52 61 69 73 351 52
leaf_count=53 99 97 1232 54 85 96 52 61 69 73 351 52
internal_value=0 0.0147513 0.0156593 0.0150896 0.0146357 0.0129562 0.0119731 0.0189022 0.0113037 0.0168951 0.0148968 0.00178475
internal_weight=0 2275 2126 2073 2019 1449 1353 570 1301 485 412 149
internal_count=2374 2275 2126 2073 2019 1449 1353 570 1301 485 412 149
is_linear=0
shrinkage=0.16829


Tree=3384
num_leaves=14
num_cat=0
split_feature=1446 9 13 9 13 3 42 16 43 16 155 0 15
split_gain=0.621965 0.601131 0.771536 0.709735 0.639554 0.837846 0.704487 0.62286 0.557859 0.436626 0.650274 0.852852 0.391584
threshold=0.11018500000000002 -0.013509999999999999 -0.16392499999999996 1.0000000180025095e-35 0.055020000000000006 -0.14265999999999998 -0.079234999999999986 -0.11180499999999999 -0.094134999999999983 -0.097499999999999989 0.083440000000000014 -0.059114999999999994 -0.069929999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 12 -3 -8 -6 11 -11 -7
right_child=-2 2 3 -5 9 6 8 -9 -10 10 -12 -13 -14
leaf_value=0.027892325639665073 0.030577261137322127 -0.012509955641308206 0.032870131489089904 0.029548518739790246 0.018457593020797376 0.030240339540834785 -0.0054648151975674152 0.0099555712925310409 0.011801646140457782 0.004318529015412324 0.017513435079693853 -0.020409010825443708 0.016170953471452268
leaf_weight=68 54 64 60 68 56 83 55 77 1359 140 59 55 176
leaf_count=68 54 64 60 68 56 83 55 77 1359 140 59 55 176
internal_value=0 0.0122835 0.0118114 0.0126165 0.012052 0.013312 0.0126095 -0.000228806 0.0111288 0.00500262 0.0020291 -0.00264669 0.0206866
internal_weight=0 2320 2252 2111 2043 1733 1673 141 1414 310 254 195 259
internal_count=2374 2320 2252 2111 2043 1733 1673 141 1414 310 254 195 259
is_linear=0
shrinkage=0.16829


Tree=3385
num_leaves=18
num_cat=0
split_feature=1 47 51 11 12 457 1208 13 1 1 13 16 1 3 12 3 43
split_gain=1.13558 0.886454 1.00294 0.795215 0.678681 0.756554 0.573384 0.544115 0.536921 0.702573 0.489297 0.419235 0.406977 0.955758 0.703447 0.443586 0.349861
threshold=0.093575000000000019 0.10621500000000002 0.10446500000000002 0.074925000000000005 -0.096234999999999987 0.084740000000000024 0.086590000000000014 -0.06977499999999999 0.091055000000000011 0.08956500000000002 -0.10278499999999999 0.41134500000000007 0.11530500000000002 -1.0000000180025095e-35 0.089605000000000018 -0.016164999999999995 -0.081799999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 12 8 -3 9 10 -1 16 13 14 -6 -14 -12
right_child=1 7 -4 -5 5 -7 -8 -9 -10 -11 11 -13 15 -15 -16 -17 -18
leaf_value=0.029127241005196262 -0.018075267239940077 0.0037225172010534216 0.022458520835192241 -0.0050973287089502283 -0.011293562766187593 -0.017729053245543483 -0.0038433394887905825 0.026563585629145878 0.027351795235439975 -0.00612017889184508 0.017205580082848212 -5.581771661019824e-06 0.0057975650934083134 0.024754229658207595 0.0087294917751084902 -0.012113177141896235 0.01119572457853223
leaf_weight=52 60 52 56 77 77 55 59 69 71 56 411 72 74 66 140 83 837
leaf_count=52 60 52 56 77 77 55 59 69 71 56 411 72 74 66 140 83 837
internal_value=0 0.00360143 0.000992138 0.0115809 -0.0011706 0.000874819 0.0124063 0.0167624 0.0130471 0.0123346 0.0130892 0.012456 0.00320439 0.00701874 0.00161626 -0.00365973 0.0131764
internal_weight=0 732 611 1635 555 495 1558 121 1499 1428 1372 1320 440 283 217 157 1248
internal_count=2367 732 611 1635 555 495 1558 121 1499 1428 1372 1320 440 283 217 157 1248
is_linear=0
shrinkage=0.16829


Tree=3386
num_leaves=25
num_cat=0
split_feature=1 3 39 47 4 2 2 1 1 16 13 16 2 1 16 15 131 48 4 15 42 43 42 4
split_gain=61.2174 10.39 6.61686 5.04577 4.85142 4.19982 2.51051 2.18724 1.7378 1.20459 1.30973 1.27585 1.01025 0.822535 1.19461 0.813554 1.17037 0.802134 1.05558 0.710499 0.671039 0.45785 0.26196 0.239471
threshold=0.10892500000000001 -0.049204999999999992 0.081875000000000017 0.10019500000000002 0.25472500000000003 0.10161500000000002 0.13733000000000004 0.088860000000000008 0.094790000000000013 0.52822500000000006 -0.053824999999999991 -0.015159999999999998 -1.0000000180025095e-35 0.078435000000000019 -0.019164999999999998 0.087450000000000014 0.084390000000000007 0.087695000000000009 0.053010000000000009 -0.091934999999999989 0.094225000000000017 -0.080249999999999988 0.091475000000000015 -0.081839999999999982
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 4 5 6 -2 7 12 13 -4 10 22 -12 -3 17 23 16 -9 18 19 -1 -17 -19 -7 -15
right_child=1 3 8 -5 -6 9 -8 15 -10 -11 11 -13 -14 14 -16 20 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.00290826768213824 0.0022519287545227713 0.0002962767674800186 0.0020092018695473269 0.0014173939094924909 0.00099163355237197543 0.0020511805359713854 -0.00010625910979106415 0.0017727039899048246 0.0011975333649928434 0.0024345038863310417 0.0020072240369005769 0.0014129825482673227 0.00085411078483155385 0.0026803600657515124 0.003049394518500581 0.0025478535627914858 0.0023798241942332011 0.0019918879736519719 0.0020911835862197281 0.0025086602447007629 0.0021104347137876301 0.0024245227726106145 0.0023881385015340011 0.0023790657196798033
leaf_weight=53 75 62 52 62 60 53 82 88 65 66 90 71 83 54 71 90 58 57 64 765 69 53 53 71
leaf_count=53 75 62 52 62 60 53 82 88 65 66 90 71 83 54 71 90 58 57 64 765 69 53 53 71
internal_value=0 0.000936141 0.00232019 0.000582909 0.00169206 0.00236897 0.000354833 0.00244383 0.00155858 0.00203326 0.00193394 0.00174539 0.000615832 0.00250803 0.00270526 0.00219364 0.00201413 0.00246903 0.00250246 0.00253459 0.00235825 0.00220066 0.00221999 0.00250951
internal_weight=0 424 1943 289 135 1826 227 1493 117 333 267 161 145 1188 196 305 146 992 882 818 159 110 106 125
internal_count=2367 424 1943 289 135 1826 227 1493 117 333 267 161 145 1188 196 305 146 992 882 818 159 110 106 125
is_linear=0
shrinkage=0.0032998


Tree=3387
num_leaves=14
num_cat=0
split_feature=15 40 147 48 484 15 49 160 480 16 15 15 16
split_gain=37.6693 12.6892 9.39848 6.0779 2.2397 1.84306 1.81954 1.5714 1.48121 1.32692 1.29451 1.13152 0.840956
threshold=-0.24269999999999997 -0.026419999999999996 0.089365000000000014 0.093265000000000015 -0.0068949999999999992 -0.085064999999999988 0.12001000000000002 -1.0000000180025095e-35 -0.073629999999999987 -0.34140499999999996 -0.42443999999999993 0.054100000000000002 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 6 -5 -2 8 -1 -3 -10 -9 -11 -6
right_child=1 2 -4 4 12 -7 -8 10 9 11 -12 -13 -14
leaf_value=0.00074888797247235823 0.0014100790740223274 0.0026562315401089166 0.00077811133267691158 0.0020487222153606219 0.00098729195249529157 0.00072045780817595701 0.001558238284320105 0.00050746380050082957 0.0017105973214792637 0.0020235617974525078 -0.00019564553951660895 0.0022046620800028 0.0014984335668780508
leaf_weight=82 80 53 68 54 67 90 68 56 94 740 58 782 75
leaf_count=82 80 53 68 54 67 90 68 56 94 740 58 782 75
internal_value=0 0.00191114 0.00198469 0.00202712 0.00147568 0.00104519 0.00208933 0.000400405 0.00211094 0.00209304 0.000149433 0.00211663 0.00125751
internal_weight=0 2171 2001 1933 196 170 1737 196 1669 1616 114 1522 142
internal_count=2367 2171 2001 1933 196 170 1737 196 1669 1616 114 1522 142
is_linear=0
shrinkage=0.0032998


Tree=3388
num_leaves=18
num_cat=0
split_feature=4 150 11 15 1373 1213 3 49 49 481 1 4 4 1 1 16 1213
split_gain=1.78336 0.935727 0.743556 0.669548 0.451679 0.483282 0.518101 0.908649 0.845087 0.763788 0.796294 0.710175 0.695539 0.48388 0.388569 0.286553 0.200807
threshold=0.30163500000000004 0.082295000000000021 0.085155000000000022 -0.41606999999999994 1.0000000180025095e-35 -0.096064999999999984 -0.0035149999999999995 -0.008964999999999999 0.092470000000000011 -0.074219999999999994 0.088315000000000018 -0.079554999999999987 -0.13833499999999996 0.081540000000000015 0.13662500000000002 -0.0093349999999999978 -0.24453999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 5 16 9 -8 12 15 13 -12 -9 -11 -2 -7 -1
right_child=1 -3 -4 -5 -6 6 7 8 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.01633450974694654 -0.0092531491397335967 0.01662898119109606 -0.0039530997769364803 -0.022847998794462827 0.025509322431190241 0.016403616954271765 0.0047683692782909256 0.021500573969665808 0.010026514387553432 0.010563791054814323 -0.010779852577322668 0.006505083412696077 0.048856550191291183 0.02488197552685251 0.0091643070266850535 0.031853176247892231 0.030132949713356214
leaf_weight=69 79 54 79 62 75 101 89 54 61 975 87 297 52 72 55 52 54
leaf_count=69 79 54 79 62 75 101 89 54 61 975 87 297 52 72 55 52 54
internal_value=0 -0.00297511 0.0120488 -0.0083854 0.01267 0.0121786 0.0114938 0.0185272 0.025849 0.010356 0.00914546 0.00258429 0.0349374 0.0115501 -0.00168034 0.0216662 0.022407
internal_weight=0 250 2117 196 2038 1963 1840 256 167 1584 1431 384 106 1047 134 153 123
internal_count=2367 250 2117 196 2038 1963 1840 256 167 1584 1431 384 106 1047 134 153 123
is_linear=0
shrinkage=0.16829


Tree=3389
num_leaves=14
num_cat=0
split_feature=0 16 9 475 14 123 3 1 0 475 12 475 11
split_gain=2.33796 3.57446 0.915417 0.701346 0.75806 0.617614 0.577462 0.854333 0.560735 0.549896 0.428599 0.380499 0.226923
threshold=0.024745000000000003 0.022165000000000004 -0.013509999999999999 -0.082549999999999998 0.078320000000000015 1.0000000180025095e-35 0.149315 0.12864500000000004 -0.10147999999999999 -0.048844999999999993 0.088170000000000012 -0.085719999999999977 0.079300000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 10 5 6 7 9 -7 -5 11 -4 -3
right_child=1 12 3 4 -6 8 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.03221950124770917 -0.041765966331430635 0.011215267251037806 0.023447847732710532 -0.0031579641963283118 -0.0097424984345817391 0.010713268979273952 -0.00359043008163086 0.031983766455072116 -0.012446984296198876 0.010972522096036573 0.032742216413395774 0.0051856273177830186 -0.0022750716787097963
leaf_weight=53 63 92 67 82 60 53 81 53 67 1524 52 63 57
leaf_count=53 63 92 67 82 60 53 81 53 67 1524 52 63 57
internal_value=0 -0.00815628 0.0103612 0.00980917 0.00886104 0.00946212 0.0102676 0.0109453 -0.0022029 0.0102499 0.0198016 0.0146115 0.00604248
internal_weight=0 212 2155 2102 1920 1860 1740 1659 120 1606 182 130 149
internal_count=2367 212 2155 2102 1920 1860 1740 1659 120 1606 182 130 149
is_linear=0
shrinkage=0.16829


Tree=3390
num_leaves=24
num_cat=0
split_feature=3 15 3 0 16 3 0 160 123 0 15 16 52 483 16 0 0 15 1208 131 16 3 3
split_gain=46.6543 11.9782 7.26848 4.87593 6.16483 4.25217 2.60353 2.2296 1.85767 1.81441 1.77913 1.32057 1.34796 1.30283 1.84043 1.17537 1.07522 0.573114 0.542167 0.486268 0.481976 0.858564 0.308613
threshold=-0.06340999999999998 -0.24269999999999997 0.11745500000000002 -0.063914999999999986 0.066275000000000014 -0.0035149999999999995 -0.047049999999999995 -0.069009999999999988 1.0000000180025095e-35 -0.22984499999999997 -1.0000000180025095e-35 0.052555000000000011 -0.087239999999999984 -1.0000000180025095e-35 -0.18776499999999999 -0.13972999999999997 -0.091054999999999983 -0.031659999999999994 0.086590000000000014 0.023795 0.25761500000000009 -0.080634999999999984 -0.087784999999999988
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 7 5 11 -5 6 8 -2 16 -7 -6 12 22 -14 -15 -4 -3 -11 19 -16 -13 -22 -1
right_child=1 2 15 4 10 9 -8 -9 -10 17 -12 20 13 14 18 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0026851858575082004 0.00074094254988845006 0.0012724278616443969 0.00021146888362419969 0.00097134689234389387 0.0016240357769158643 0.0013104355308571527 0.00048706173940774462 -0.00010268671065604792 0.00088684843499253687 0.0017356247262158395 0.0023333204434326654 0.0016286855386956371 0.0025868576077938779 0.0016377740890522396 0.0021059975454487227 0.0008525581182386745 0.0019404210522550379 0.0021777742766820223 0.0018000677107779662 0.0023051076957591671 0.0022732250858721005 0.0016747516700660213 0.0023163714758791527
leaf_weight=52 52 54 61 101 70 58 52 99 64 53 87 74 59 94 774 64 52 85 55 167 54 52 52
leaf_count=52 52 54 61 101 70 58 52 99 64 53 87 74 59 94 774 64 52 85 55 167 54 52 52
internal_value=0 0.00100996 0.00123858 0.00202616 0.00160798 0.0014474 0.00113425 0.000187601 0.00133201 0.00180191 0.0020173 0.00210142 0.00213956 0.0021068 0.00208078 0.000539988 0.00160046 0.00200822 0.00212256 0.00214137 0.00183575 0.00197997 0.00250112
internal_weight=0 694 543 1691 258 418 222 151 170 196 157 1433 1253 1149 1090 125 106 138 996 941 180 106 104
internal_count=2385 694 543 1691 258 418 222 151 170 196 157 1433 1253 1149 1090 125 106 138 996 941 180 106 104
is_linear=0
shrinkage=0.0032998


Tree=3391
num_leaves=20
num_cat=0
split_feature=131 12 13 160 13 48 15 47 12 16 4 12 16 12 4 160 48 4 4
split_gain=0.944632 1.08807 0.690122 0.637754 0.736525 0.679113 0.670934 0.589439 0.715995 0.933542 0.589433 0.463645 0.730405 0.749638 0.599968 0.405345 0.368493 0.345469 0.281511
threshold=0.09172000000000001 -0.095574999999999979 -0.013944999999999997 0.051820000000000005 -0.16392499999999996 0.084965000000000027 0.041820000000000003 0.081320000000000017 0.088295000000000012 -0.083104999999999984 -0.022189999999999998 0.083885000000000015 -0.42004999999999992 -0.06202499999999999 -0.15618499999999999 0.10460500000000002 0.091220000000000009 0.054560000000000004 -0.081374999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -3 6 15 11 9 -9 -2 12 -6 -14 -13 -5 -7 -16 -4
right_child=2 3 18 5 7 16 -8 8 -10 -11 -12 14 13 -15 17 -17 -18 -19 -20
leaf_value=-0.012875779476910208 0.010963578225371078 -0.010156918920943272 0.015012128980559739 0.034551131387613732 0.015320933666348742 -0.0062785890545618006 0.0052045096169037524 0.0046369635577288631 0.0026753154424034508 0.033645098647846788 0.032413362197383846 -0.0073622013768744341 0.01290062999424162 -0.0085786864753169892 0.0090052041044834004 0.015971299393980974 0.012616103561744025 -0.00071437482762017578 -0.0021469551870793545
leaf_weight=83 60 81 54 76 68 56 62 52 89 80 93 79 58 222 880 60 61 117 54
leaf_count=83 60 81 54 76 68 56 62 52 89 80 93 79 58 222 880 60 61 117 54
internal_value=0 0.006005 0.0167386 0.00677369 0.0055011 0.013741 0.0197497 0.00627319 0.0143639 0.0222313 0.0240134 0.00501628 -0.000318434 -0.00412298 0.0067433 0.0263674 0.00355713 0.00786279 0.00641595
internal_weight=0 2124 261 2041 1726 315 198 1645 221 132 153 1424 348 280 1076 136 117 997 108
internal_count=2385 2124 261 2041 1726 315 198 1645 221 132 153 1424 348 280 1076 136 117 997 108
is_linear=0
shrinkage=0.16829


Tree=3392
num_leaves=14
num_cat=0
split_feature=10 16 39 1 1374 47 151 42 47 1 47 43 43
split_gain=0.709008 1.15639 1.08195 0.626091 0.70421 0.611243 0.897584 0.605845 0.471533 0.561442 0.649998 0.459024 0.26979
threshold=-0.005834999999999999 -0.08422499999999998 0.098905000000000007 0.13522500000000001 0.086000000000000007 0.078875000000000015 0.0049050000000000005 0.11457500000000002 0.11227500000000001 0.081925000000000012 0.09585500000000001 0.10597500000000001 -0.03750499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 11 9 -7 -11 -2 -9
right_child=2 -3 -4 -5 -6 8 -8 12 -10 10 -12 -13 -14
leaf_value=-0.025515191397288382 0.0060918972681769622 0.0080289750424586814 -0.011544484178685791 0.023047508895456811 0.025154736099671737 0.0068197633903981855 -0.011780997446409772 -0.013851222301540485 0.0021899945873375157 0.039353038988803039 0.014527777995763248 0.016695905802352085 0.0017046623105304742
leaf_weight=52 1436 66 89 70 58 79 84 56 74 52 71 126 72
leaf_count=52 1436 66 89 70 58 79 84 56 74 52 71 126 72
internal_value=0 -0.00673798 0.00663502 0.00737872 0.00685755 0.006339 0.00519116 0.00603581 0.0137103 0.0179217 0.0250376 0.00694843 -0.005087
internal_weight=0 118 2267 2178 2108 2050 1774 1690 276 202 123 1562 128
internal_count=2385 118 2267 2178 2108 2050 1774 1690 276 202 123 1562 128
is_linear=0
shrinkage=0.16829


Tree=3393
num_leaves=11
num_cat=0
split_feature=133 10 39 1 403 157 43 1 3 3
split_gain=0.519074 0.956597 0.811735 0.758944 0.520923 0.333637 0.369519 0.697301 0.612758 0.404251
threshold=-0.24166499999999999 -0.092019999999999977 0.098905000000000007 0.082265000000000019 -0.53317999999999988 0.10119000000000002 0.062770000000000006 0.13522500000000001 0.11745500000000002 -0.077634999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 6 7 8 -6 -8
right_child=1 2 -4 -5 5 -7 9 -9 -10 -11
leaf_value=0.0058534435698057441 -0.017797807478252374 -0.0080178815055164821 -0.010506616126017148 0.03099303742793421 0.0071737356657071271 -0.0045590943826319162 -0.013150852250994414 0.025250736815569313 -0.0078013445293334833 0.0075353956221856401
leaf_weight=99 54 77 93 52 1684 80 55 58 81 52
leaf_count=99 54 77 93 52 1684 80 55 58 81 52
internal_value=0 0.00432151 0.00487025 0.0145227 0.00555633 0.00607723 0.00651904 0.00708349 0.00648548 -0.00308093
internal_weight=0 2234 2180 151 2087 2010 1930 1823 1765 107
internal_count=2385 2234 2180 151 2087 2010 1930 1823 1765 107
is_linear=0
shrinkage=0.16829


Tree=3394
num_leaves=16
num_cat=0
split_feature=131 2 14 52 4 48 50 13 483 13 12 4 4 52 0
split_gain=0.599624 1.73408 0.650475 0.494208 0.545311 0.769189 0.491415 0.479923 0.438862 0.376312 0.397139 0.341764 0.226775 0.205561 0.118339
threshold=0.09172000000000001 0.16394500000000004 -0.23083499999999998 0.14564000000000002 0.26900000000000007 0.11270000000000001 -0.14320999999999998 -0.08176499999999999 0.08956500000000002 -0.079854999999999995 0.094185000000000005 0.49433000000000005 0.036620000000000007 0.31838000000000005 -0.079854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -2 -8 13 -11 -6 14 -5 -9
right_child=7 -3 3 9 11 -7 8 12 -10 10 -12 -13 -14 -15 -16
leaf_value=0.018559273492972189 0.0262296619749561 -0.027153807536682926 0.020467018790056492 -0.0052586251720693608 -0.010828768915962324 0.024451601382554707 0.0046874930106840917 0.0066388040069864191 -0.0076235643495388946 -0.020583320097198203 -0.00076932261080637587 0.005786563115343233 -0.00057271547796201589 0.0087857074738459089 0.016193856349849302
leaf_weight=83 52 52 53 52 103 57 1401 71 87 58 57 53 60 68 78
leaf_count=83 52 52 53 52 103 57 1401 71 87 58 57 53 60 68 78
internal_value=0 0.00319523 0.00395775 0.00334753 0.00431901 0.00524669 0.00453516 0.0117466 0.00396649 -0.00389575 -0.0107781 -0.0051723 0.00813451 0.00268486 0.0116528
internal_weight=0 2124 2072 1989 1754 1598 1541 261 1488 235 115 156 209 120 149
internal_count=2385 2124 2072 1989 1754 1598 1541 261 1488 235 115 156 209 120 149
is_linear=0
shrinkage=0.16829


Tree=3395
num_leaves=10
num_cat=0
split_feature=160 483 51 51 1 482 1186 157 16
split_gain=0.632613 0.358098 0.387486 0.604965 0.629125 0.55377 0.399433 0.323075 0.252109
threshold=-0.54856499999999986 0.11006000000000002 0.11524000000000002 0.10328000000000001 0.14720000000000003 0.096345000000000014 0.081240000000000021 -0.082259999999999986 -0.040484999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -4
right_child=1 -3 8 -5 -6 -7 -8 -9 -10
leaf_value=0.023221384669600942 0.012256595735523937 0.016844696760855465 -0.010600788707681434 0.022755644971395754 0.022472720237170857 -0.012914255496176525 -0.0083085690000510633 0.0041579246186293425 0.0039941302463522279
leaf_weight=53 152 66 79 52 53 54 68 1737 58
leaf_count=53 152 66 79 52 53 54 68 1737 58
internal_value=0 0.00461701 0.00425801 0.00482 0.00436726 0.00388919 0.00435377 0.00481054 -0.0044088
internal_weight=0 2319 2253 2116 2064 2011 1957 1889 137
internal_count=2372 2319 2253 2116 2064 2011 1957 1889 137
is_linear=0
shrinkage=0.16829


Tree=3396
num_leaves=16
num_cat=0
split_feature=10 9 4 16 15 42 16 16 14 4 447 49 15 402 51
split_gain=0.845588 0.647278 0.554548 0.684035 0.950567 1.31064 1.4487 0.707166 0.686535 0.574388 0.439647 0.414959 0.546812 0.465217 0.38399
threshold=-0.074314999999999978 -1.0000000180025095e-35 -0.49862999999999996 0.0048200000000000005 -0.0036549999999999998 0.096075000000000008 0.15737500000000001 0.11346000000000002 0.062655000000000016 -0.027119999999999995 0.085445000000000007 -0.0087699999999999983 -0.093124999999999986 0.10913500000000002 -0.40771999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 7 6 -6 -5 10 -9 11 12 -4 -13 -11
right_child=1 2 3 4 5 -7 -8 9 -10 14 -12 13 -14 -15 -16
leaf_value=0.021776018937642423 -0.014588182455503008 0.016178749447145375 -0.016375947762017787 0.016388420177469165 -0.036517166894817321 0.010223853922761237 -0.00012642354255890716 0.0098059229929867726 0.023805066805296045 0.0011002409975645975 0.018762358776767893 0.0060484430682210578 0.0021444422983201506 -0.0063015039380841433 -0.015968314453329538
leaf_weight=75 54 102 60 88 73 54 54 84 54 73 59 1191 182 93 76
leaf_count=75 54 102 60 88 73 54 54 84 54 73 59 1191 182 93 76
internal_value=0 0.00361167 0.00405064 0.003472 -0.00196075 -0.0117154 -0.0210581 0.00353396 0.00513706 -0.00131323 0.00449992 0.00394731 -0.00243997 0.00515254 -0.00759381
internal_weight=0 2297 2243 2141 502 181 127 321 1639 233 1585 1526 242 1284 149
internal_count=2372 2297 2243 2141 502 181 127 321 1639 233 1585 1526 242 1284 149
is_linear=0
shrinkage=0.16829


Tree=3397
num_leaves=31
num_cat=0
split_feature=4 3 150 13 4 4 4 13 16 16 3 3 42 13 155 2 16 2 42 49 4 16 3 2 16 2 2 42 133 3
split_gain=46.1899 20.9401 6.65531 4.84596 3.15147 1.93738 1.4847 1.24824 1.0194 0.970564 1.29456 0.965176 0.814957 1.14844 0.874029 1.62873 0.802875 0.711435 0.600159 0.576474 0.650155 0.545807 0.335136 0.329406 0.304367 0.28324 0.281115 0.174726 0.207806 0.0818581
threshold=0.30163500000000004 -0.057369999999999997 0.091105000000000005 -0.00038499999999999998 -0.14538499999999996 -0.011514999999999999 0.032965000000000001 -0.0074049999999999993 -1.0000000180025095e-35 -0.011859999999999997 -0.081224999999999978 -0.00094999999999999989 0.097020000000000009 -0.06928999999999999 0.11378500000000001 0.096685000000000007 -0.10346499999999999 0.084895000000000012 0.11457500000000002 0.0043350000000000012 -0.082634999999999986 -0.090639999999999984 -0.083654999999999993 0.064660000000000009 -0.0083249999999999973 0.086535000000000015 0.11657500000000001 0.084895000000000012 -0.062749999999999986 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 9 11 -6 10 17 -2 13 24 15 -15 29 22 27 20 -19 -7 23 -1 -11 -26 -9 -12 -29 -8
right_child=7 2 -4 4 8 21 16 26 -10 12 18 -13 -14 14 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0020384995081287722 0.00045589349677464786 0.00061271158212018902 0.00015795781356085702 0.0022657942893421807 0.0016310530728401308 0.0014524985195174815 0.0019811321368510475 0.00076171605501797733 0.0010418825366080775 0.0017628802276017546 0.0018506489412957023 -9.0342089867428423e-05 0.002302906770512468 0.0018026423264461452 0.0020383568792498126 0.0010742154445614195 0.0014792998477267368 0.0021987382494582717 0.0016169664066154152 0.0023894106442009662 0.0018496583466125886 0.0010150042765192861 0.0024883596559906926 0.002337773264824075 0.0021820538969458741 0.0019477974976890755 0.00041791597019539683 0.0022127256467957671 0.0019699650334068564 0.0017937577889306491
leaf_weight=66 57 87 59 71 85 69 65 52 52 52 78 92 52 92 52 53 89 105 59 52 136 58 82 114 102 139 53 58 138 53
leaf_count=66 57 87 59 71 85 69 65 52 52 52 78 92 52 92 52 53 89 105 59 52 136 58 82 114 102 139 53 58 138 53
internal_value=0 0.00180219 0.00119671 0.00134186 0.00170077 0.000992846 0.00198008 0.000312868 0.00140768 0.00201803 0.00208561 0.000118384 0.00190723 0.00186516 0.00166925 0.00153663 0.00171773 0.00218367 0.00192207 0.00207079 0.00200189 0.00125298 0.00230978 0.00222824 0.00199677 0.00204709 0.000588514 0.00198764 0.00204198 0.00189727
internal_weight=0 2118 481 422 208 214 1637 254 137 1430 888 149 542 490 197 145 207 555 333 293 241 127 262 180 293 241 105 274 196 118
internal_count=2372 2118 481 422 208 214 1637 254 137 1430 888 149 542 490 197 145 207 555 333 293 241 127 262 180 293 241 105 274 196 118
is_linear=0
shrinkage=0.0032998


Tree=3398
num_leaves=11
num_cat=0
split_feature=150 14 11 11 2 1 51 151 12 39
split_gain=0.493497 0.419818 0.500878 0.468884 0.477428 0.552209 0.598516 0.457981 0.423521 0.374125
threshold=0.12314500000000002 0.076175000000000007 0.093740000000000018 0.08326500000000002 0.15855000000000002 0.11646000000000002 -0.067059999999999995 0.08357500000000001 -0.081314999999999985 0.085095000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 9 -8 -1
right_child=-2 -3 -4 -5 -6 6 8 -9 -10 -11
leaf_value=0.0051167550709543697 -0.010819569759117952 0.018295368857564612 -0.011547492906306652 0.020953769829632388 0.019974184349728013 0.011531589616120904 0.0013183638094742909 -0.0099849874922617425 -0.016285014892782192 0.015251690939320469
leaf_weight=1711 56 67 52 52 57 54 66 54 93 110
leaf_count=1711 56 67 52 52 57 54 66 54 93 110
internal_value=0 0.0051586 0.00476644 0.00515339 0.00476951 0.00435358 -0.00376148 0.00527641 -0.00896665 0.00572996
internal_weight=0 2316 2249 2197 2145 2088 213 1875 159 1821
internal_count=2372 2316 2249 2197 2145 2088 213 1875 159 1821
is_linear=0
shrinkage=0.16829


Tree=3399
num_leaves=25
num_cat=0
split_feature=1 52 123 3 15 0 47 151 15 3 13 150 13 15 0 15 2 15 42 43 13 52 2 52
split_gain=38.6748 7.96717 4.73469 3.87824 3.22452 3.15852 1.82249 1.44007 1.41421 2.07866 1.56183 1.54976 1.40049 0.920952 0.874394 1.04539 0.704062 0.844674 0.70099 0.346977 0.332559 0.436428 0.272394 0.2458
threshold=0.10455000000000002 -0.40011499999999994 0.080635000000000012 -0.049204999999999992 -0.12291999999999999 0.12500000000000003 0.10648500000000001 -0.0056149999999999993 0.03981500000000001 -0.13392999999999997 -0.07692499999999998 0.082965000000000025 -0.076494999999999994 0.091230000000000019 -0.049024999999999992 -0.074959999999999985 0.084895000000000012 0.086115000000000011 0.11457500000000002 -0.082144999999999982 -0.091769999999999977 -0.22711499999999998 0.090485000000000024 0.086595000000000019
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 -2 5 4 -3 8 7 -5 10 -10 20 14 -9 16 15 -12 23 -18 19 -15 -1 -22 -23 -11
right_child=1 3 -4 6 -6 -7 -8 12 9 13 11 -13 -14 18 -16 -17 17 -19 -20 -21 21 22 -24 -25
leaf_value=0.0013631523456352523 0.0015544909897524217 0.00011468093336746633 0.00060842585460540749 0.00032187026434772853 0.0011702679551835338 0.00066974435320703068 0.0006105051316623992 6.3266093062113083e-05 0.0022351819590106623 0.0017163474712219157 0.0014245594237018303 0.00073380462926577123 -0.00051345659557687343 0.0012537648196356873 0.0016463561516277638 0.0010488369672116348 0.0011918130081573898 0.0016577619330200789 0.0011203298534379355 0.0015539135760108543 0.0013416005229238328 0.0015991115651828294 0.0018660749297553141 0.0019716214789642526
leaf_weight=88 59 53 72 81 78 52 56 98 52 175 190 52 86 53 82 142 63 134 67 231 63 235 53 57
leaf_count=88 59 53 72 81 78 52 56 98 52 175 190 52 86 53 82 142 63 134 67 231 63 235 53 57
internal_value=0 0.000413929 0.00143892 0.000264972 0.000743467 0.00147232 6.95882e-05 -4.45858e-05 0.00149633 0.00159484 0.00140572 0.00127224 -0.000206098 0.00155211 0.00133979 0.00126396 0.00165518 0.00150893 0.00142603 0.00149802 0.00154733 0.0015934 0.00164836 0.00177922
internal_weight=0 511 1861 452 131 1789 321 265 1737 832 905 466 184 780 414 332 429 197 351 284 439 351 288 232
internal_count=2372 511 1861 452 131 1789 321 265 1737 832 905 466 184 780 414 332 429 197 351 284 439 351 288 232
is_linear=0
shrinkage=0.0032998


Tree=3400
num_leaves=25
num_cat=0
split_feature=1 4 3 4 1 3 1 150 1 2 12 2 4 2 3 4 3 43 2 3 2 4 1 133
split_gain=103.742 14.2341 13.5093 8.98199 4.57082 4.31307 4.15044 3.61362 2.22361 2.00192 1.6233 0.964184 1.06116 0.837786 0.801642 0.823776 0.596847 0.595015 0.591928 0.58387 0.56723 0.547994 0.438281 0.384015
threshold=0.10538500000000002 0.27044500000000005 -0.062184999999999997 0.005935000000000001 0.086050000000000015 -0.077104999999999993 0.12958500000000003 0.085075000000000026 0.096375000000000016 0.10981000000000002 0.088005000000000014 0.097145000000000023 -0.14236999999999997 0.099675000000000014 -0.097094999999999987 -0.068189999999999987 0.0065900000000000012 0.035255000000000009 0.11693000000000002 -0.10237999999999998 0.10444500000000002 -0.047309999999999998 1.0000000180025095e-35 0.11370000000000001
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 -2 5 10 11 18 9 13 -4 -5 12 -1 21 15 -14 -8 23 -3 -13 -12 22 -7 -16
right_child=1 6 7 4 -6 8 16 -9 -10 -11 20 19 14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0032468894290973546 0.0023731716241210898 0.00093937379493558455 0.001618368541452749 0.0026114056981240584 0.0014241865115513699 0.0024894905246562642 5.0114571973506056e-05 0.00013248198960129836 0.0017639476313987654 0.00071800762652137243 0.0022752541726840784 0.0022607171471938151 0.0027462751100810717 0.0021877620621988969 0.0028548755049044769 0.0021873498077815295 -0.00041877875716954903 0.0025442112619250938 0.00046586930572721784 0.0027257387889084539 0.0018789016938723876 0.0023807342172746217 0.0028955890285591473 0.0026342225919337606
leaf_weight=52 94 56 53 103 90 54 59 57 61 55 81 67 67 92 667 52 59 95 60 55 80 99 68 104
leaf_count=52 94 56 53 103 90 54 59 57 61 55 81 67 67 92 667 52 59 95 60 55 80 99 68 104
internal_value=0 0.000841533 0.00137451 0.00254163 0.00206742 0.00265111 0.000251458 0.000805369 0.00234236 0.00116018 0.00228656 0.00275071 0.00278362 0.00245497 0.00275913 0.00250233 -0.000184034 0.00279438 0.000694761 0.00247065 0.00207853 0.00256604 0.00271613 0.00282516
internal_weight=0 493 259 1887 354 1533 234 165 374 108 264 1159 1037 313 985 119 118 866 116 122 161 221 122 771
internal_count=2380 493 259 1887 354 1533 234 165 374 108 264 1159 1037 313 985 119 118 866 116 122 161 221 122 771
is_linear=0
shrinkage=0.0032998


Tree=3401
num_leaves=25
num_cat=0
split_feature=9 13 4 0 16 1 1 160 1447 42 42 0 13 1 15 474 13 50 15 4 3 15 2 15
split_gain=1.79631 1.00604 1.11549 0.81343 0.724334 0.695038 0.644495 0.860325 0.711466 0.69466 0.972814 0.961692 0.677891 0.533321 0.830603 0.676753 0.439682 0.351241 0.349373 0.329088 0.265593 0.543977 0.240214 0.402133
threshold=-1.0000000180025095e-35 -0.087444999999999981 -0.085629999999999984 -0.086284999999999987 -0.48950499999999991 0.090485000000000024 0.096300000000000011 0.059580000000000008 -0.084894999999999984 -0.013204999999999998 0.090625000000000025 -0.062694999999999987 -0.086219999999999977 0.090435000000000015 0.090725000000000014 0.085295000000000024 -0.0042499999999999994 0.086105000000000015 -0.084059999999999982 0.36766000000000004 -0.23746499999999995 0.054100000000000002 0.088745000000000004 0.082365000000000008
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 4 3 -3 -2 17 8 9 -4 -8 19 -12 -10 15 -15 -14 -5 22 -7 -11 -18 -22 23 -6
right_child=1 2 6 16 5 18 7 -9 12 10 11 -13 13 14 -16 -17 20 -19 -20 -21 21 -23 -24 -25
leaf_value=-0.022127261759699021 0.015066329486719168 0.035547546709138018 -0.0078365112103261966 0.0037153497564932675 0.014600329823930598 -0.0056324414699926006 -0.012713098687222818 -0.018530998380220171 0.027774482007627242 0.027483295572752531 -0.017201541709628294 0.013712844920577812 0.0091171393845524123 0.032070519367625727 0.0037394664006083806 -0.0056454204827107394 0.0086779585089801544 0.01346518202505584 -0.023436652753830459 0.010390653724190246 0.033353011499436362 0.013050532375452133 -0.0086713873070131658 -0.0043385757377996702
leaf_weight=61 78 58 68 88 53 79 56 56 57 58 63 52 778 66 53 99 64 61 52 72 65 89 75 79
leaf_count=61 78 58 68 88 53 79 56 56 57 58 63 52 778 66 53 99 64 61 52 72 65 89 75 79
internal_value=0 0.00712261 0.00890637 0.0172547 0.000230616 -0.0026651 0.00684912 0.000616423 0.00883242 0.0041847 0.00805439 -0.00320724 0.00991056 0.00888643 0.0194676 0.00744862 0.0137816 0.00223991 -0.0127135 0.0180304 0.0178368 0.0216314 -0.00105934 0.00325207
internal_weight=0 2319 1842 364 477 399 1478 357 1121 301 245 115 1053 996 119 877 306 268 131 130 218 154 207 132
internal_count=2380 2319 1842 364 477 399 1478 357 1121 301 245 115 1053 996 119 877 306 268 131 130 218 154 207 132
is_linear=0
shrinkage=0.16829


Tree=3402
num_leaves=19
num_cat=0
split_feature=4 12 13 42 12 4 12 12 0 13 150 16 124 13 4 51 4 16
split_gain=53.7541 15.1633 8.94018 5.83244 2.88752 3.10402 2.45091 2.39514 2.29275 2.14637 2.82957 1.38209 1.19278 1.19194 0.696839 0.665171 0.428993 1.12187
threshold=0.30163500000000004 -0.011819999999999999 -0.16392499999999996 -0.0043149999999999994 0.12701500000000002 -0.082509999999999986 -0.042789999999999988 -0.089089999999999989 -0.091809999999999989 -0.078734999999999986 0.081245000000000026 0.0031900000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.043850000000000007 -0.085259999999999989 -0.49269499999999994 -0.011989999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 8 12 -5 -4 14 11 -11 -2 -8 15 -7 -10 -18
right_child=6 2 4 7 -6 9 13 -9 16 10 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0022004206186859807 0.000657124993800578 0.001195990066277427 0.0033095349497071621 0.0013640887218281065 0.0016538889117790848 0.0028895708230858045 0.00056243332468899269 0.00043875985412120382 0.0027730916291471095 0.0023887999753974837 0.0015256056036215074 0.0020464241204775314 -2.9519501938489263e-05 0.0011855160410052183 0.0022127785886960419 0.0024985868851256435 0.0026319581567744248 0.0021929221808577549
leaf_weight=65 55 68 53 74 53 54 52 52 102 446 58 183 55 95 85 481 264 85
leaf_count=65 55 68 53 74 53 54 52 52 102 446 58 183 55 95 85 481 264 85
internal_value=0 0.00228454 0.00237225 0.00139715 0.00241515 0.00243741 0.000686475 0.000982487 0.00265794 0.00235234 0.00222483 0.00228925 0.000313483 0.000965346 0.00249357 0.00253812 0.00258129 0.00252513
internal_weight=0 2123 1932 191 1864 1811 257 126 504 1307 687 629 110 147 620 535 451 349
internal_count=2380 2123 1932 191 1864 1811 257 126 504 1307 687 629 110 147 620 535 451 349
is_linear=0
shrinkage=0.0032998


Tree=3403
num_leaves=23
num_cat=0
split_feature=9 13 1373 15 12 16 130 133 448 50 13 16 16 123 1212 159 42 15 16 1212 401 2
split_gain=1.37086 0.73742 0.756682 0.551895 1.03594 0.998704 0.554242 0.530765 0.516401 0.606733 0.513393 0.479318 0.651829 0.440203 0.378778 0.339911 0.500222 0.322588 0.296641 0.264407 0.23874 0.447227
threshold=-1.0000000180025095e-35 -0.087444999999999981 1.0000000180025095e-35 -1.0000000180025095e-35 0.079570000000000016 0.061395000000000012 -0.0009549999999999999 -0.010174999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.050754999999999995 -0.48950499999999991 -0.16927999999999996 0.083835000000000007 0.041590000000000009 0.012830000000000003 0.082755000000000009 0.090645000000000017 -0.081299999999999983 0.08468500000000001 0.083100000000000021 0.085785000000000014
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 11 3 6 5 -5 -3 17 -8 -10 14 -2 -13 -11 -9 16 -14 19 -12 -6 21 -18
right_child=1 2 -4 4 7 -7 8 10 9 13 18 12 15 -15 -16 -17 20 -19 -20 -21 -22 -23
leaf_value=-0.017941196966365914 0.013773349919747961 -0.0084798257224384371 0.027579571439666689 0.043768148849557216 0.0070746464504908612 0.01103582840367889 -0.0094099432760652163 0.0043270908518402828 -0.0061604784534585837 0.01089469771440107 0.019024541160047748 -0.015930004405352718 0.017633906410135049 -0.0031579684060507964 -0.011560635164093325 -0.0077614094760478924 -0.014163818393994013 0.024994439193076982 0.007495313092328316 0.02143066302805512 0.0089393989136043583 0.0059902311741888894
leaf_weight=61 78 73 61 52 113 54 52 159 78 626 88 66 68 70 58 73 59 76 228 54 67 66
leaf_count=61 78 73 61 52 113 54 52 159 78 626 88 66 68 70 58 73 59 76 228 54 67 66
internal_value=0 0.00760859 0.00913596 0.00850325 0.011496 0.0271101 0.00556504 0.00936087 0.00680847 0.0079004 0.00638345 0.00170669 -0.000647697 0.00947877 7.23225e-05 0.00237583 0.00522897 0.0158842 0.0107117 0.0117275 0.000826196 -0.00350811
internal_weight=0 2319 1842 1781 882 106 899 776 826 774 533 477 399 696 217 333 260 243 316 167 192 125
internal_count=2380 2319 1842 1781 882 106 899 776 826 774 533 477 399 696 217 333 260 243 316 167 192 125
is_linear=0
shrinkage=0.16829


Tree=3404
num_leaves=18
num_cat=0
split_feature=2 151 151 4 15 4 16 16 151 474 159 16 15 15 151 1429 2
split_gain=0.851503 0.674691 0.674812 0.617828 0.525656 1.98264 0.525974 0.60882 0.499934 0.751143 0.826749 0.476664 0.445935 0.725191 0.294901 0.166188 0.11122
threshold=0.11517500000000001 -0.21628999999999995 -0.086654999999999982 -0.17689999999999997 -0.42075999999999997 0.27552000000000004 0.25155500000000003 -0.073774999999999993 -0.083274999999999988 0.032465000000000008 0.04105000000000001 0.19022000000000003 -0.42075999999999997 -0.15614499999999998 -0.090769999999999976 0.08103500000000001 0.10486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 11 -2 6 7 -6 -5 12 15 -4 -10 -14 -3 -11 -13
right_child=4 2 3 8 5 -7 -8 -9 9 10 -12 16 13 -15 -16 -17 -18
leaf_value=0.025489163345426454 0.01049394744917713 0.0015176977817367779 0.030431388238944909 0.020926901734021171 0.012280168948270683 -0.028890643713970678 0.017954518576160827 -0.010366094099041543 -0.008078148936055277 -0.0035242612214885548 -0.022516738999602496 0.0057504087031069488 0.024727822817770705 0.00677635043045404 -0.014818858955921423 0.0096712013496229304 0.016526626858454019
leaf_weight=55 75 76 53 65 54 74 52 89 53 52 52 57 67 1344 53 56 53
leaf_count=55 75 76 53 65 54 74 52 89 53 52 52 57 67 1344 53 56 53
internal_value=0 0.00709201 0.00658033 0.00740047 -0.00195665 -0.00543468 0.00345734 -0.00180179 0.0064439 0.00586311 -0.00507841 0.0173015 0.00706013 0.00763003 -0.00518029 0.0033012 0.0109589
internal_weight=0 2036 1981 1852 344 269 195 143 1689 1624 160 163 1464 1411 129 108 110
internal_count=2380 2036 1981 1852 344 269 195 143 1689 1624 160 163 1464 1411 129 108 110
is_linear=0
shrinkage=0.16829


Tree=3405
num_leaves=15
num_cat=0
split_feature=0 10 1452 402 0 1 481 148 0 1204 43 42 0 16
split_gain=1.02638 0.962769 0.605992 0.551292 0.668148 0.506005 1.12213 0.65435 0.52944 0.471396 0.407425 0.29947 0.376893 0.312052
threshold=0.13134000000000004 0.058500000000000003 0.087755000000000014 0.088375000000000023 -0.076209999999999986 0.077565000000000009 -0.050449999999999995 -0.079184999999999992 0.056265000000000009 -0.082759999999999986 -0.0077799999999999996 0.079170000000000004 -0.085669999999999982 -0.090394999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 9 -7 -8 -9 -1 -5 13 -13 -11
right_child=-2 -3 -4 4 -6 6 7 8 -10 11 -12 12 -14 -15
leaf_value=0.021078371918342245 0.026425880003094111 -0.018154789925087855 0.01886117283476943 -0.00067112649518954017 0.028865673561501295 -0.020387019927158891 -0.01560290159647558 0.0022294929759063479 0.017520877731075125 -0.0069376725023714914 0.015651097350719068 0.01236267104506546 0.0035652914132264625 0.0043683691269634853
leaf_weight=57 62 52 86 89 53 66 54 772 70 91 84 266 288 287
leaf_count=57 62 52 86 89 53 66 54 772 70 91 84 266 288 287
internal_value=0 0.00447815 0.00499901 0.00445057 0.0123223 0.00353781 0.000787665 0.00234941 0.00350288 0.00621105 0.00724373 0.00529985 0.00779255 0.00164179
internal_weight=0 2315 2263 2177 226 1951 962 896 842 989 173 932 554 378
internal_count=2377 2315 2263 2177 226 1951 962 896 842 989 173 932 554 378
is_linear=0
shrinkage=0.16829


Tree=3406
num_leaves=22
num_cat=0
split_feature=1 52 123 4 1 12 1 41 0 0 12 12 49 13 15 13 4 15 1447 12 15
split_gain=64.9488 12.0906 8.05089 5.35648 4.76547 5.35665 3.57859 1.8777 3.43412 1.78861 1.22875 1.15805 1.0366 0.916232 0.859209 1.09935 0.851199 0.836811 0.469067 0.420594 0.399409
threshold=0.10538500000000002 -0.40809499999999993 1.0000000180025095e-35 0.0063250000000000008 0.13662500000000002 0.089435000000000014 0.083555000000000018 0.075585000000000013 -0.11471499999999998 -0.074274999999999994 0.090465000000000004 0.091680000000000011 0.09567500000000001 0.0037100000000000002 -0.04174499999999999 -0.0042499999999999994 0.098655000000000007 0.090125000000000011 -0.086059999999999984 -0.086449999999999985 -0.40992999999999996
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=2 -2 3 7 5 14 9 8 -1 11 13 16 17 18 15 19 -5 -12 -10 -3 -6
right_child=1 4 -4 6 20 -7 -8 -9 10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0091944250763913819 0.0099757056366069231 0.0083889468867074692 0.008844355196042944 0.01041007218832019 0.0079743261537408468 0.0092018310905958352 0.0088535775800368584 0.010585960147068283 0.010410129501160662 0.0092450242262368809 0.010064512411320531 0.0095182519410443745 0.0094218579547836086 0.0096683595198590582 0.0079166457140853203 0.0087274002156194266 0.0097904981124874273 0.0097720037082651475 0.010072584149504422 0.0079516398086864337 0.0075768040985531061
leaf_weight=64 55 56 85 52 63 96 74 54 55 71 214 63 57 63 59 68 52 247 716 52 61
leaf_count=64 55 56 85 52 63 96 74 54 55 71 214 63 57 63 59 68 52 247 716 52 61
internal_value=0 0.00851111 0.00984045 0.00988795 0.00833399 0.00854178 0.00949289 0.00997177 0.00994832 0.00969152 0.00998398 0.00988114 0.00985445 0.0100644 0.00827199 0.00839091 0.0101006 0.00990787 0.0100967 0.00817872 0.00777906
internal_weight=0 510 1867 1782 455 331 312 1470 1416 238 1352 167 518 834 235 176 104 461 771 108 124
internal_count=2377 510 1867 1782 455 331 312 1470 1416 238 1352 167 518 834 235 176 104 461 771 108 124
is_linear=0
shrinkage=0.0032998


Tree=3407
num_leaves=21
num_cat=0
split_feature=4 3 3 2 2 150 14 3 0 0 0 3 4 3 3 15 1212 15 4 4
split_gain=22.7801 10.2376 4.91666 4.55922 4.13468 1.95728 1.47395 1.40257 1.55698 1.38275 1.66714 0.977006 0.965936 1.92983 0.94315 0.633484 0.574142 0.566269 0.539425 0.475544
threshold=0.30163500000000004 0.30112000000000005 -0.072024999999999992 -0.0091949999999999983 0.13880500000000004 0.086730000000000015 0.018475000000000002 0.13772500000000001 -0.10803999999999998 -0.10891999999999999 -0.079119999999999982 -0.07908999999999998 -0.49269499999999994 -0.12595999999999999 -0.0072299999999999994 -0.46319999999999995 0.087575000000000014 -0.077809999999999976 -0.0096349999999999977 -0.0072499999999999995
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 2 6 -4 5 14 9 8 -2 -1 11 16 -12 -14 18 -10 -11 -16 -5 -13
right_child=7 -3 3 4 -6 -7 -8 -9 15 10 12 19 13 -15 17 -17 -18 -19 -20 -21
leaf_value=0.0017088713602138907 0.0015700534694164624 0.00064666050175680458 0.0009388346912630089 0.0021780132906316922 0.0011390895605575845 0.0014973154276703442 0.002778866898928404 0.0005594855533645743 0.0012262758708308326 0.0023911016909801751 0.0024575242453547482 0.0022593192171335035 0.0014639253269372271 0.0021068680983471182 0.0025872490378108354 0.0007513784195156822 0.0021339620967905986 0.0021932614891646543 0.0018537982249688099 0.0018239508354610317
leaf_weight=58 68 52 52 107 59 58 52 53 53 688 62 52 60 348 61 74 113 123 123 61
leaf_count=58 68 52 52 107 59 58 52 53 53 688 62 52 60 348 61 74 113 123 123 61
internal_value=0 0.00209379 0.00213001 0.00187262 0.001964 0.00206704 0.00223042 0.00103676 0.0011663 0.00221062 0.00223162 0.00231408 0.0020712 0.0020124 0.00214677 0.000949841 0.00235487 0.00232407 0.00200478 0.00202461
internal_weight=0 2129 2077 583 531 472 1494 248 195 1442 1384 914 470 408 414 127 801 184 230 113
internal_count=2377 2129 2077 583 531 472 1494 248 195 1442 1384 914 470 408 414 127 801 184 230 113
is_linear=0
shrinkage=0.0032998


Tree=3408
num_leaves=23
num_cat=0
split_feature=1 2 16 50 2 16 1 130 1 16 1429 16 42 49 12 40 1 12 49 1 133 12
split_gain=31.2147 6.70862 5.28328 3.33016 1.81241 1.67404 1.61739 1.13045 1.04624 1.00211 0.954959 1.00571 1.65819 1.42976 0.928597 0.851655 0.818216 0.633519 0.565742 0.527918 0.392259 0.203671
threshold=0.096300000000000011 0.13880500000000004 0.058765000000000005 0.077545000000000017 0.10836000000000003 -0.090639999999999984 0.091275000000000009 0.10383500000000001 0.10574000000000001 0.21684500000000004 0.084690000000000015 -0.019164999999999998 0.082755000000000009 -0.0096099999999999988 0.085090000000000013 -1.0000000180025095e-35 0.11551000000000002 0.091055000000000011 0.10895000000000001 0.11130500000000002 0.022390000000000004 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 6 16 7 9 -7 10 11 13 -13 -1 -4 -3 -2 -8 20 -16 -6 -11
right_child=1 15 14 -5 18 8 17 -9 -10 21 -12 12 -14 -15 19 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0018288915916564292 0.0016332766750686298 0.0004257340983082959 0.0017345370886422201 0.0020071192911882588 0.0019157036932381851 0.0012611555906945264 0.0017377309439755996 0.0019416297419987177 0.00065430240573375719 0.0022044974432517367 0.0020198207177756083 0.0028951104209662742 0.0024104314544922552 0.0023887692658998896 0.0024428884316280972 0.00099051059058765344 0.0011930085072170932 0.0021910110034849325 0.0016842527806507316 0.001985911755076052 0.0022937589942595427 0.0019086218563590922
leaf_weight=54 95 57 64 72 69 56 68 73 70 55 71 113 248 712 62 60 91 69 57 52 56 53
leaf_count=54 95 57 64 72 69 56 68 73 70 55 71 113 248 712 62 60 91 69 57 52 56 53
internal_value=0 0.00143507 0.00158478 0.00136668 0.00227235 0.00121877 0.00230984 0.00234394 0.000924295 0.0023664 0.00239403 0.00241757 0.00256224 0.00234935 0.0020551 0.000715664 0.00141807 0.00196628 0.00195993 0.00223475 0.00208535 0.00205963
internal_weight=0 679 562 384 1698 312 1516 1379 126 1306 1198 1127 361 766 178 117 186 137 182 114 125 108
internal_count=2377 679 562 384 1698 312 1516 1379 126 1306 1198 1127 361 766 178 117 186 137 182 114 125 108
is_linear=0
shrinkage=0.0032998


Tree=3409
num_leaves=26
num_cat=0
split_feature=12 2 2 2 150 2 12 13 16 13 2 47 0 0 160 0 16 49 2 0 51 49 49 13 16
split_gain=39.7607 13.371 11.5653 13.1289 5.46438 3.25035 2.80376 2.78 1.86128 1.70437 1.64905 1.17687 0.806636 1.58591 0.772539 0.640913 0.817737 0.545455 0.473669 0.846319 0.647009 0.571497 0.321154 0.15684 0.107426
threshold=0.054520000000000006 0.13712500000000002 0.11693000000000002 -0.0091949999999999983 0.08926000000000002 0.14530500000000005 0.090465000000000004 -1.0000000180025095e-35 -0.34140499999999996 -0.0074049999999999993 0.097070000000000004 0.09585500000000001 0.11535000000000002 -0.052619999999999993 0.0065900000000000012 -0.18087499999999998 0.16984500000000002 0.088750000000000009 0.088135000000000005 -0.089364999999999986 0.077225000000000016 -0.0092949999999999994 1.0000000180025095e-35 -0.08125499999999998 -0.016354999999999998
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=2 6 3 -1 7 9 17 10 -8 -4 -5 12 13 14 -10 -9 -17 18 20 -20 21 -2 -23 -21 -19
right_child=1 -3 5 4 -6 -7 8 15 11 -11 -12 -13 -14 -15 -16 16 -18 24 19 23 -22 22 -24 -25 -26
leaf_value=0.00052624740052939099 0.0026674096627246941 0.00068673105331004225 0.00056481881334759557 0.0020978305371890005 0.00090923704217192494 4.6410195215568216e-05 0.001573534568220671 0.002614489467031131 0.0022117430950024343 0.0013721567548530349 0.0013094207306792163 0.0018168746199374573 0.0026170533683307247 0.0016615320523383598 0.0025735995702035274 0.0018894075566377503 0.0024713383350248668 0.0025239617617706829 0.001883569319299226 0.0025106841769461695 0.0027865712090204965 0.0023914209506221218 0.0021150197023675978 0.0022578975778923889 0.0027437461664013693
leaf_weight=101 79 58 62 54 53 73 56 60 472 53 63 79 59 53 76 53 54 52 52 63 54 428 54 55 61
leaf_count=101 79 58 62 54 53 73 56 60 472 53 63 79 59 53 76 53 54 52 52 63 54 428 54 55 61
internal_value=0 0.0022455 0.0012764 0.00157029 0.00188309 0.000591497 0.00229888 0.00206471 0.00215576 0.000937203 0.0016736 0.00219983 0.00224562 0.0022091 0.00226199 0.00233851 0.00218342 0.00242554 0.00239421 0.00223749 0.00243747 0.00240381 0.00236053 0.00239316 0.00264292
internal_weight=0 1751 626 438 337 188 1693 284 795 115 117 739 660 601 548 167 107 898 785 170 615 561 482 118 113
internal_count=2377 1751 626 438 337 188 1693 284 795 115 117 739 660 601 548 167 107 898 785 170 615 561 482 118 113
is_linear=0
shrinkage=0.0032998


Tree=3410
num_leaves=19
num_cat=0
split_feature=1 147 4 12 4 11 0 4 0 1 1 158 4 4 483 0 12 1
split_gain=30.4296 5.34462 4.4492 3.04217 1.95617 1.24586 2.20821 3.87097 1.54994 0.833052 0.769261 0.748428 0.870959 0.666958 0.655841 0.62068 0.322306 0.294882
threshold=0.109225 0.089365000000000014 0.41181500000000004 0.085090000000000013 0.043850000000000007 1.0000000180025095e-35 -0.029554999999999994 -0.47860499999999995 -0.11471499999999998 0.13148500000000005 0.13075500000000004 0.07968500000000002 0.066275000000000014 0.5137400000000002 0.10297500000000001 -0.086284999999999987 0.092465000000000006 0.079865000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 6 8 -8 -1 -2 -4 12 -6 -12 15 -10 -7 -14
right_child=2 -3 10 -5 11 16 7 -9 14 -11 13 -13 17 -15 -16 -17 -18 -19
leaf_value=0.0018756179946579151 0.0010321741039105445 0.0011643933840676511 0.0011128234890353645 0.0019717400307671137 0.0015717364711858759 0.0027759926726301353 0.0024341314289082019 0.0011880993092273219 0.0024121487865422816 0.0015501003681438659 0.00044739551107816591 0.0022785987616576893 0.0021427607142245329 0.00095397003842113005 0.0026711221293283871 0.002248071741259329 0.002413262992629975 0.001823116876782191
leaf_weight=95 90 53 85 103 70 61 53 56 371 55 58 67 89 56 55 837 52 52
leaf_count=95 90 53 85 103 70 61 53 56 371 55 58 67 89 56 55 837 52 52
internal_value=0 0.00219903 0.00124246 0.00153754 0.00222852 0.00227358 0.00224769 0.00179429 0.00228405 0.00122887 0.000874531 0.00197231 0.00187488 0.000696548 0.00231475 0.00229849 0.00260938 0.00202513
internal_weight=0 1911 447 248 1858 1580 1467 109 1358 145 199 278 211 114 1263 1208 113 141
internal_count=2358 1911 447 248 1858 1580 1467 109 1358 145 199 278 211 114 1263 1208 113 141
is_linear=0
shrinkage=0.0032998


Tree=3411
num_leaves=24
num_cat=0
split_feature=1 1 12 1 12 14 15 15 160 1 15 157 157 15 12 48 12 12 15 1 160 393 1
split_gain=54.6807 6.00628 7.18711 5.56566 3.93566 3.76376 1.69867 1.54768 1.64776 1.54191 1.18826 0.944846 1.12047 0.927563 0.816817 0.523614 0.430478 0.412461 0.328761 0.425705 0.392096 0.298967 0.272125
threshold=0.109225 0.13075500000000004 0.085090000000000013 0.095025000000000012 0.085845000000000019 0.062655000000000016 0.041820000000000003 0.12011500000000001 -0.00067499999999999993 0.15067500000000003 -0.077559999999999976 -0.085709999999999995 -0.080299999999999996 -0.094124999999999986 0.092550000000000007 0.083570000000000019 0.096150000000000013 -0.077034999999999978 -0.13309999999999997 0.082265000000000019 0.079055000000000014 0.092175000000000021 0.086795000000000011
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 17 5 15 6 10 8 -8 13 18 -12 -13 -3 -14 -5 -6 -2 -1 20 -20 22 -10
right_child=1 9 -4 4 16 -7 7 -9 21 -11 11 12 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0029308764491195465 0.0011021970636328536 0.00093235111464762862 0.0024412407115995674 0.0016400475688143738 0.0028595972584308498 0.0035474616829665228 0.0032762693838228113 0.0023040047996592734 0.0028299397751517757 0.00047500137920369428 0.0028531139090784748 0.001989080725714657 0.002634629011924123 0.0014871189184034674 0.0022836585327882884 0.0020513677088457053 0.0024661587201132455 0.0014469882956072262 0.0026905733091389895 0.0024579175986930825 0.003012231873745034 0.0030609487345538526 0.0026382046924364757
leaf_weight=92 68 88 97 67 62 63 100 55 421 52 72 53 208 53 114 71 64 89 188 65 56 52 108
leaf_count=92 68 88 97 67 62 63 100 55 421 52 72 53 208 53 114 71 64 89 188 65 56 52 108
internal_value=0 0.00140106 0.00173465 0.00268325 0.00223775 0.00275464 0.00272309 0.00283966 0.00288287 0.000961838 0.00262188 0.00250401 0.00243688 0.00114113 0.00251048 0.00185192 0.00266004 0.00129788 0.00275318 0.00270016 0.00276454 0.0028151 0.00279086
internal_weight=0 447 254 1911 264 1647 1584 736 681 193 848 447 375 141 322 138 126 157 401 309 244 581 529
internal_count=2358 447 254 1911 264 1647 1584 736 681 193 848 447 375 141 322 138 126 157 401 309 244 581 529
is_linear=0
shrinkage=0.0032998


Tree=3412
num_leaves=23
num_cat=0
split_feature=3 2 2 2 2 13 16 16 1447 3 13 16 1429 16 3 2 47 3 49 16 16 3
split_gain=22.5232 8.08495 6.79078 5.52861 3.75286 2.20216 1.53662 1.47487 1.54037 1.4192 1.36007 1.28965 1.21531 1.18265 2.53171 0.970969 0.958453 0.708567 0.630429 0.612589 0.405788 0.395376
threshold=-0.06340999999999998 0.13388500000000003 -0.007134999999999999 0.10613000000000002 0.097220000000000015 -0.0042499999999999994 -0.040484999999999993 0.25032500000000008 -0.083899999999999988 -0.085684999999999997 -0.076584999999999986 -0.18776499999999999 0.084390000000000007 0.25761500000000009 -0.10175499999999998 0.14870000000000003 0.092165000000000011 -0.10237999999999998 0.096010000000000012 -0.074874999999999983 -0.086219999999999977 -0.0044449999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 7 21 -7 8 9 -1 -5 -10 16 14 -6 -3 17 -13 -15 -12 -16 -4
right_child=1 15 3 10 13 6 -8 -9 11 -11 19 12 -14 18 20 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0030847739378089762 0.00094353152520733764 0.0011884112008702225 0.0020320312181276944 0.0010444875059757378 0.0013582184302674185 0.0020525626505886623 0.0027249245003802603 0.0019034217942642795 0.0018889351898212813 0.0023437733274700463 0.0019149015890264115 0.0026811680463968523 0.0018444780926639719 0.0023742729213920288 0.0018507015557223904 0.00066806263707460864 0.0019827464641812447 0.0023595937262633911 0.0019039876511800053 0.0014156433300996935 0.002236257967769939 0.001624721093754459
leaf_weight=56 100 66 55 62 92 63 92 91 77 58 53 84 53 75 52 97 69 825 55 56 75 52
leaf_count=56 100 66 55 62 92 63 92 91 77 58 53 84 53 75 52 97 69 825 55 56 75 52
internal_value=0 0.00152253 0.00171928 0.00189835 0.0022298 0.00219984 0.00245187 0.00231077 0.00234108 0.00270808 0.00143623 0.00230328 0.0023342 0.00192505 0.00177618 0.000878972 0.0023607 0.00238935 0.00217558 0.00165873 0.00207867 0.00183442
internal_weight=0 696 533 433 1662 262 155 1313 1222 114 171 1108 1031 349 219 163 978 909 130 109 127 107
internal_count=2358 696 533 433 1662 262 155 1313 1222 114 171 1108 1031 349 219 163 978 909 130 109 127 107
is_linear=0
shrinkage=0.0032998


Tree=3413
num_leaves=20
num_cat=0
split_feature=10 1 0 0 0 484 403 1429 16 15 1 13 1 1 0 4 49 1210 4
split_gain=1.45895 0.861176 1.02644 0.94512 0.837374 0.844432 0.902087 0.614871 0.652368 0.816224 0.551361 0.748742 0.675859 0.682513 0.547511 0.555845 0.525289 0.516039 0.197926
threshold=0.058500000000000003 0.096300000000000011 -0.084319999999999992 -0.063914999999999986 -0.15270499999999995 0.087150000000000019 -0.54045999999999983 0.084770000000000012 0.19578000000000004 -0.050699999999999995 0.13429500000000003 -0.096444999999999989 0.10423500000000001 0.11091000000000002 0.057400000000000007 0.10686000000000001 0.085805000000000006 -0.087769999999999973 -0.0038549999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 18 -1 6 -6 8 17 -10 11 -3 -13 -14 15 -5 -7 -8 -4
right_child=-2 2 3 14 5 16 7 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=0.038726747909055309 -0.0069995576158163866 0.028942579673202375 0.039707175562728146 0.0017479598530752256 0.041633107639283788 0.043600749474149582 0.0064912116989985181 0.0044132402616848731 0.020843311785027362 -0.0036123429141201751 -0.0072985987171873008 -0.0084283205005205517 0.027393188781763791 0.0020641812628870572 0.028293332592841464 0.02217157940778031 0.02167275320524565 0.022819694500794234 0.026150462242930095
leaf_weight=88 55 54 66 97 56 78 58 70 91 67 54 59 55 67 63 62 52 1107 59
leaf_count=88 55 54 66 97 56 78 58 70 91 67 54 59 55 67 63 62 52 1107 59
internal_value=0 0.0207108 0.0154334 0.0216064 0.0227232 0.0218302 0.0206614 0.019817 0.0206307 0.0104615 0.00801533 0.0115419 0.00634063 0.0134977 0.0150012 0.00972319 0.0348434 0.0220083 0.0333228
internal_weight=0 2303 636 347 1667 1579 1449 1393 1323 158 289 235 181 122 222 159 130 1165 125
internal_count=2358 2303 636 347 1667 1579 1449 1393 1323 158 289 235 181 122 222 159 130 1165 125
is_linear=0
shrinkage=0.16829


Tree=3414
num_leaves=18
num_cat=0
split_feature=3 481 147 10 43 43 133 15 15 52 15 3 52 52 12 1213 0
split_gain=1.08693 0.852235 0.616428 0.557502 0.535374 0.804092 0.903599 0.730738 0.990048 0.533665 0.510794 0.496557 0.419401 0.544912 0.465336 0.270568 0.281927
threshold=0.149315 -0.081099999999999992 0.089365000000000014 -0.062879999999999978 0.0061450000000000003 -0.040789999999999993 -0.026654999999999995 0.085505000000000012 -0.071614999999999984 -0.0041199999999999995 -0.18239999999999998 -0.085684999999999997 -0.08743999999999999 -0.014149999999999998 0.093415000000000012 -1.0000000180025095e-35 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 6 -5 8 -6 -2 -8 -1 14 -14 -7 -9 -17
right_child=9 2 -4 4 7 12 10 15 -10 -11 -12 -13 13 -15 -16 16 -18
leaf_value=0.041680823760807305 -0.010301350355615368 0.034340019652344136 0.001710535087099977 -0.0063188054565723245 0.013883252858325959 0.038354910642307762 0.0018451373898537124 0.027106181269300658 -0.012718263303523067 0.011002584544959698 0.017352772961236947 0.021604507218620065 0.0050454141688493215 0.022429068505968767 0.018190651892971654 0.02143954516958229 0.0043380666995484641
leaf_weight=61 57 53 75 53 93 88 65 63 69 80 853 83 58 445 52 57 53
leaf_count=61 57 53 75 53 93 88 65 63 69 80 853 83 58 445 52 57 53
internal_value=0 0.0175861 0.0167161 0.0172774 0.0168125 0.0180848 0.0150226 0.0106771 0.00254189 0.00212579 0.0162567 0.0301215 0.0227062 0.0204282 0.0308782 0.0182847 0.0132161
internal_weight=0 2221 2077 2002 1949 1614 971 335 162 137 918 144 643 503 140 173 110
internal_count=2358 2221 2077 2002 1949 1614 971 335 162 137 918 144 643 503 140 173 110
is_linear=0
shrinkage=0.16829


Tree=3415
num_leaves=25
num_cat=0
split_feature=1 2 15 2 14 16 40 1 1 2 3 12 15 13 4 13 4 15 12 394 12 2 16 13
split_gain=72.3774 13.0136 10.0367 6.90469 5.30164 3.53206 2.32301 2.15789 2.03122 1.64059 1.62876 1.5597 1.21149 1.0343 1.00835 1.37779 0.942858 0.916832 0.89831 0.824412 0.497337 0.266005 0.252952 0.184369
threshold=0.10491000000000002 0.13880500000000004 -0.084629999999999997 0.10045500000000002 0.054835000000000009 0.40052000000000004 -1.0000000180025095e-35 0.12895500000000001 0.090785000000000018 0.12454500000000002 -0.027864999999999997 1.0000000180025095e-35 -0.011389999999999999 -0.08131999999999999 -0.46376499999999993 -0.0021749999999999994 0.032965000000000001 -0.08760999999999998 0.082295000000000021 -0.084129999999999996 0.099815000000000015 0.090715000000000004 -1.0000000180025095e-35 -0.064754999999999993
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 7 4 8 12 -3 10 14 11 -2 -5 -4 -13 -1 16 19 -10 -17 -16 -15 -20 23 -19
right_child=1 6 5 9 -6 -7 -8 -9 17 -11 -12 13 -14 20 15 18 -18 22 21 -21 -22 -23 -24 -25
leaf_value=0.0034180392014441473 0.0019312938204234696 -4.928357108106599e-05 0.0022261901918411617 0.0021713777660392602 0.0038906772611693751 0.002833670869889747 0.00089936657480590217 0.00074113494931125532 0.0022701356604452006 0.0019108439155209524 0.001202730442392003 0.0030869081719256861 0.0015397375420788844 0.0027247614222049329 0.003436309676176814 0.0023532018533495278 0.0026707010341538457 0.0027984521967025157 0.0029255131058474586 0.003009406608788279 0.002371053239514807 0.0026457317024626841 0.0029455987621602206 0.0025106748282862838
leaf_weight=52 52 52 62 91 63 76 61 66 61 53 95 54 52 97 54 57 86 53 120 763 83 59 52 53
leaf_count=52 52 52 62 91 63 76 61 66 61 53 95 54 52 97 54 57 86 53 120 763 83 59 52 53
internal_value=0 0.00145257 0.00173009 0.00285025 0.00295247 0.00228168 0.000462508 0.0012379 0.00291052 0.00245186 0.00146069 0.00253998 0.00191338 0.00268317 0.00296445 0.00294371 0.00300276 0.00261707 0.00271764 0.00303767 0.00256186 0.00283349 0.00275079 0.0026549
internal_weight=0 516 403 1851 1473 190 113 213 1410 378 147 325 114 234 1191 1139 903 219 236 817 180 179 158 106
internal_count=2367 516 403 1851 1473 190 113 213 1410 378 147 325 114 234 1191 1139 903 219 236 817 180 179 158 106
is_linear=0
shrinkage=0.0032998


Tree=3416
num_leaves=21
num_cat=0
split_feature=1 394 1186 474 42 151 42 1 150 13 131 39 47 42 42 52 43 43 42 1
split_gain=0.93047 0.42364 0.393265 0.365658 0.365761 0.859707 0.664102 0.735052 1.01847 0.652441 0.500954 0.498238 0.496259 0.462676 0.531321 0.471843 0.30979 0.534203 0.318167 0.22538
threshold=0.13712000000000005 -0.083854999999999999 1.0000000180025095e-35 0.10451000000000001 0.08350500000000001 -0.089594999999999994 -0.071044999999999983 0.10797500000000002 0.081245000000000026 -1.0000000180025095e-35 0.088610000000000008 0.084155000000000021 0.085770000000000027 0.08622500000000001 0.087130000000000027 -0.070529999999999995 -0.038674999999999994 -0.088689999999999977 -0.090824999999999989 0.14787500000000001
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 2 -1 4 5 -3 16 8 -8 -9 11 13 -12 15 -15 -6 17 -7 -18 -2
right_child=19 3 -4 -5 10 6 7 9 -10 -11 12 -13 -14 14 -16 -17 18 -19 -20 -21
leaf_value=0.016032338228315964 -0.0056060237329558817 0.029561824572634045 0.035883653441573765 0.026683369478585791 0.011298460850874969 0.018048338436635711 0.0079298000696093433 0.0073047069058276752 -0.015330450110966724 0.030834064255093413 -0.0019375809831647564 0.031915031445416381 0.018393646453874857 -0.00076754498461617602 0.01672076224377262 0.029344313752798827 0.01373551287091165 -0.0011348373940030607 0.030803657528005596 0.009029833967501788
leaf_weight=57 68 80 57 79 57 170 421 67 61 67 71 75 65 54 532 150 53 54 76 53
leaf_count=57 68 80 57 79 57 170 421 67 61 67 71 75 65 54 532 150 53 54 76 53
internal_value=0 0.0159555 0.0259738 0.0154189 0.0149846 0.0127805 0.0113932 0.00805257 0.00498235 0.0190828 0.0172858 0.0187752 0.00776634 0.0175302 0.0151061 0.0243838 0.0172175 0.0134158 0.0238051 0.000789876
internal_weight=0 2246 114 2132 2053 1049 969 616 482 134 1004 868 136 793 586 207 353 224 129 121
internal_count=2367 2246 114 2132 2053 1049 969 616 482 134 1004 868 136 793 586 207 353 224 129 121
is_linear=0
shrinkage=0.16829


Tree=3417
num_leaves=15
num_cat=0
split_feature=1 3 0 13 1 457 448 160 132 159 1 160 43 150
split_gain=0.643769 1.05947 0.399678 0.382505 0.430456 0.854406 0.671888 0.655833 0.548231 0.426334 0.652719 0.387459 0.673342 0.458364
threshold=0.13712000000000005 0.11372500000000001 0.12474500000000001 0.26379000000000002 0.083555000000000018 0.035070000000000011 -0.052389999999999999 -0.52742999999999995 0.082230000000000011 0.087410000000000015 1.0000000180025095e-35 -0.077944999999999987 -0.0096349999999999977 0.10194500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -6 -1 11 10 -9 12 -8 -13
right_child=1 -3 -4 -5 6 -7 8 9 -10 -11 -12 13 -14 -15
leaf_value=-0.0043227644977246078 -0.017167182328498502 0.014571258660062739 0.026302308082902216 0.027033825177465692 -0.0084417192706002456 0.031422724036338681 0.010183217544841442 0.014312072367857948 -0.0045899696907936776 0.0031431700385694595 0.033707378203085302 0.0088797205576615842 0.033233259378225292 0.024709200139945115
leaf_weight=56 53 68 65 53 54 80 86 945 60 89 52 587 62 57
leaf_count=56 53 68 65 53 54 80 86 945 60 89 52 587 62 57
internal_value=0 0.000654449 0.0132717 0.0128825 0.0125292 0.0145931 0.00974347 0.0134126 0.0108982 0.0143288 0.0153255 0.0120738 0.0198515 0.0102836
internal_weight=0 121 2246 2181 2128 1222 906 1142 852 1086 997 792 148 644
internal_count=2367 121 2246 2181 2128 1222 906 1142 852 1086 997 792 148 644
is_linear=0
shrinkage=0.16829


Tree=3418
num_leaves=19
num_cat=0
split_feature=4 50 3 376 402 3 49 484 0 0 160 1 4 150 4 0 49 0
split_gain=0.52014 0.641176 0.680377 0.603786 0.551726 0.842196 0.418568 0.441824 0.527002 0.515901 0.488397 0.389324 0.329995 0.423257 0.272964 0.209729 0.171489 0.0625879
threshold=0.024315000000000003 0.13276000000000002 0.10323000000000002 0.083705000000000016 0.091530000000000014 0.16158000000000003 0.11225500000000001 -0.084699999999999984 -0.11471499999999998 -0.00077999999999999999 0.069910000000000014 0.13662500000000002 0.066275000000000014 0.096430000000000002 0.24099500000000004 -0.14766999999999997 0.018515000000000004 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 11 7 10 -9 -10 -1 12 16 14 17 -16 -2 -14
right_child=4 -3 -4 -5 -6 -7 -8 8 9 -11 -12 -13 13 -15 15 -17 -18 -19
leaf_value=0.026825041731137509 0.0056902055205898831 0.029729838150932667 -0.0029004160885020475 0.029231338530921649 -0.010260861907481217 0.028259991265894558 0.026012353360417764 -0.0016767642943424136 0.012130377724927638 0.00045910296936318604 0.0068053679047169078 -0.007589874707583019 0.017997834905830255 0.023429597807278983 -0.0057249427720184936 0.0072144231011542362 -0.0064720262450833526 0.0098566872087301211
leaf_weight=97 74 56 89 57 52 52 55 100 1118 119 54 55 55 57 52 111 59 55
leaf_count=97 74 56 89 57 52 52 55 100 1118 119 54 55 55 57 52 111 59 55
internal_value=0 0.0119937 0.0114046 0.0122014 0.00631853 0.00783418 0.0115712 0.0110362 0.0100589 0.011009 0.0196776 0.00578025 0.00737237 0.0102248 0.00746117 0.00307551 0.000281422 0.0139436
internal_weight=0 1745 1689 1600 622 570 1543 1488 1337 1237 151 518 463 330 273 163 133 110
internal_count=2367 1745 1689 1600 622 570 1543 1488 1337 1237 151 518 463 330 273 163 133 110
is_linear=0
shrinkage=0.16829


Tree=3419
num_leaves=12
num_cat=0
split_feature=48 43 47 11 11 1210 483 484 4 474 16
split_gain=0.425027 0.47346 0.411616 0.402235 0.661663 0.36958 0.396318 0.598999 0.380296 0.347348 0.188586
threshold=0.10168500000000001 0.31428500000000009 0.10499000000000001 0.093970000000000012 0.077695000000000014 -0.079004999999999978 0.0093900000000000008 0.086935000000000012 -0.44205499999999992 0.095835000000000017 -0.071359999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 8 10 -7 -10 -8
right_child=2 -3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.00022034165650397869 -0.0069083777371900645 -0.0023526563392081254 0.0092420221722699179 -0.0034280749083653206 0.024858347364617232 0.023052449636091495 0.017369620444338402 -0.008888080122401781 0.0099946325266954614 0.02127380797904611 0.00529700669736649
leaf_weight=101 93 93 86 62 85 73 56 73 1455 82 108
leaf_count=101 93 93 86 62 85 73 56 73 1455 82 108
internal_value=0 0.00938144 0.000840996 0.00990319 0.0103106 0.00967493 0.010217 0.00378036 0.0111634 0.0105976 0.00943032
internal_weight=0 2188 179 2095 2033 1948 1847 237 1610 1537 164
internal_count=2367 2188 179 2095 2033 1948 1847 237 1610 1537 164
is_linear=0
shrinkage=0.16829


Tree=3420
num_leaves=14
num_cat=0
split_feature=39 13 14 0 0 42 14 0 0 11 42 39 151
split_gain=12.663 7.18435 4.06335 3.26229 1.02512 1.82319 0.731218 2.19728 1.04959 0.82744 0.62256 0.287061 0.104732
threshold=0.081875000000000017 -0.28558999999999996 -0.074569999999999984 -0.17106499999999999 -0.068669999999999995 0.092715000000000006 0.076175000000000007 -0.10891999999999999 -0.079119999999999982 0.082485000000000017 0.090040000000000023 0.096775000000000014 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 5 -2 7 -5 10 -10 -9 -6 -4
right_child=4 2 3 6 11 -7 -8 8 9 -11 -12 -13 -14
leaf_value=0.00087173910882210721 0.001398938541526196 0.00085874780860881812 0.0011277382440260876 0.0013424872963685925 0.00088014508825570367 0.00063431661393932549 0.00221663204855479 0.001952470486004388 0.0017838876267647654 0.0014091524544847603 0.0017407173684668045 0.00054312287795605404 0.001340219123099537
leaf_weight=102 99 52 52 101 58 52 52 818 596 73 190 54 57
leaf_count=102 99 52 52 101 58 52 52 818 596 73 190 54 57
internal_value=0 0.00172657 0.00177034 0.00179477 0.000958031 0.00113586 0.00182784 0.00181645 0.00184498 0.00174305 0.00191259 0.000717967 0.00123918
internal_weight=0 2093 1991 1939 263 151 1830 1778 1677 669 1008 112 109
internal_count=2356 2093 1991 1939 263 151 1830 1778 1677 669 1008 112 109
is_linear=0
shrinkage=0.0032998


Tree=3421
num_leaves=11
num_cat=0
split_feature=0 16 4 48 11 3 43 9 2 124
split_gain=1.40586 2.37802 1.08699 0.743351 0.854232 0.969584 1.42654 0.906781 0.863473 0.720537
threshold=0.076335000000000014 0.15454000000000004 -0.21586499999999997 0.11951500000000001 0.08326500000000002 -0.11197999999999998 -0.13868499999999997 -0.013509999999999999 0.14870000000000003 -0.074709999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -7 9 -9
right_child=1 -3 3 -5 -6 7 -8 8 -10 -11
leaf_value=0.029666543069516462 -0.031091426491350035 0.012186520774910671 0.010913591426975447 -0.0084411033026081626 0.030073365838192607 0.031759401772271482 -0.025790983625401939 -0.0037704125812641209 -0.010377780137821403 0.011280916650970087
leaf_weight=79 64 82 69 63 59 55 53 95 58 1679
leaf_count=79 64 82 69 63 59 55 53 95 58 1679
internal_value=0 -0.00677233 0.0102713 0.00955147 0.0101005 0.00951301 -0.00501711 0.0104534 0.00981275 0.0104739
internal_weight=0 146 2210 2131 2068 2009 122 1887 1832 1774
internal_count=2356 146 2210 2131 2068 2009 122 1887 1832 1774
is_linear=0
shrinkage=0.16829


Tree=3422
num_leaves=30
num_cat=0
split_feature=14 16 4 12 16 3 12 3 16 3 4 52 16 42 49 12 16 1 49 42 2 16 2 52 12 12 42 12 3
split_gain=1.15385 0.573209 0.869445 0.80919 0.733288 0.942838 0.749444 0.724811 0.501738 0.454943 0.614949 0.48748 0.466819 0.660318 0.442767 0.609193 0.495817 0.461237 0.485111 0.438472 0.348064 0.325831 0.249189 0.224525 0.221473 0.221365 0.276749 0.110146 0.0466194
threshold=-0.31455999999999995 -0.078074999999999992 -0.078129999999999991 0.092395000000000019 0.15454000000000004 -0.10919499999999999 0.092855000000000007 -0.095119999999999996 -0.087699999999999986 0.097710000000000005 -0.080874999999999989 -0.010174999999999998 -0.0021749999999999994 0.083725000000000008 0.093350000000000002 -0.089089999999999989 -0.38959499999999997 0.086050000000000015 -0.049039999999999993 0.09087000000000002 0.088055000000000008 0.41484500000000007 0.084675000000000014 -0.45478499999999994 0.088245000000000004 0.088005000000000014 0.087800000000000003 0.086455000000000018 -0.079724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -3 7 -6 22 10 11 -7 20 -14 15 -4 -16 25 -19 -20 -12 -8 -2 -9 27 -17 -27 -10 -23
right_child=1 4 14 -5 6 9 21 23 24 -11 12 -13 13 -15 16 17 -18 18 19 -21 -22 28 -24 -25 -26 26 -28 -29 -30
leaf_value=-0.014263942033574799 0.014055250686302746 -0.013834670139126674 0.024040229888063373 0.035446166644584269 0.036311033470760923 0.00828135100122801 -0.004369057015679868 0.020779099895884424 0.0071485503114062741 -0.0098478353706974997 0.0013860156569200325 -0.012466243869876433 0.031185891895588153 0.0087719808285325346 0.0088470571568678314 0.019691622426476027 -0.013442659706236528 -0.0086012872311910706 0.013895106713109321 -0.0050414058901978092 0.01063143455691863 0.0068168055127776749 0.027089952288739696 0.0065681525943971962 -0.00055540254638332886 0.00023342352961546828 0.016427959502715545 0.017846437500352981 0.013974635270347858
leaf_weight=66 82 82 70 60 54 53 70 58 59 54 260 81 54 121 57 83 56 80 103 52 208 53 86 70 59 60 60 52 53
leaf_count=66 82 82 70 60 54 53 70 58 59 54 260 81 54 121 57 83 56 80 103 52 208 53 86 70 59 60 60 52 53
internal_value=0 0.00829645 0.011272 0.0174157 0.00590946 0.00337554 0.0123666 0.0199415 0.0142097 0.00507594 0.00611543 -0.0042467 0.00827767 0.0156985 0.00733161 0.00945165 -0.00218328 0.00711604 0.00203126 0.00753062 0.00549893 0.00452337 0.0207385 0.0130215 0.00774712 0.0129935 0.00834566 0.0121764 0.0104127
internal_weight=0 2290 1019 398 1271 913 358 182 338 831 777 134 643 175 621 508 113 438 235 155 468 176 168 128 170 203 120 111 106
internal_count=2356 2290 1019 398 1271 913 358 182 338 831 777 134 643 175 621 508 113 438 235 155 468 176 168 128 170 203 120 111 106
is_linear=0
shrinkage=0.16829


Tree=3423
num_leaves=16
num_cat=0
split_feature=0 11 157 0 43 400 43 133 0 124 481 133 0 376 43
split_gain=0.970589 0.8721 0.439565 1.31699 0.62411 0.399397 0.414762 0.527515 0.474498 0.428697 0.458315 0.412778 0.24034 0.224779 0.221351
threshold=0.076335000000000014 0.078730000000000008 -0.080299999999999996 -0.090889999999999985 -0.084794999999999995 -0.07520499999999998 0.31365500000000007 -0.07218999999999999 -0.10147999999999999 -0.078224999999999989 -0.08452999999999998 -0.114575 -0.08323499999999999 0.082945000000000019 -0.027294999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 12 7 8 -7 13 -11 -10 -4 -9 -2
right_child=14 -3 5 4 -6 6 -8 9 11 10 -12 -13 -14 -15 -16
leaf_value=-0.023138089400881526 -0.015465380020036208 0.022780637497719376 -0.01009366059753305 -0.0058207540044263751 0.015207807035625446 0.029909819952213892 -0.0033169682326999544 -0.010527396531555945 0.0060475855688737904 -0.0044344957775418773 0.0089342064355385567 0.02124409689809563 0.0050504042362272215 0.0046126079086495041 -0.0018653101285280619
leaf_weight=55 54 98 56 66 101 52 87 54 131 77 1230 83 63 57 92
leaf_count=55 54 98 56 66 101 52 87 54 131 77 1230 83 63 57 92
internal_value=0 0.00725373 0.00653241 -0.000544037 0.00688636 0.00736456 0.00799892 0.00858459 0.0154677 0.00729214 0.00814523 0.01195 -0.00206112 -0.00273661 -0.00690778
internal_weight=0 2210 2112 222 167 1890 1771 1684 266 1418 1307 214 119 111 146
internal_count=2356 2210 2112 222 167 1890 1771 1684 266 1418 1307 214 119 111 146
is_linear=0
shrinkage=0.16829


Tree=3424
num_leaves=16
num_cat=0
split_feature=3 149 16 51 43 4 48 1212 4 43 4 4 49 399 0
split_gain=0.801842 0.510526 0.511534 0.642188 0.808589 0.637804 0.621095 0.544653 0.61528 0.515975 0.389452 0.6218 0.458144 0.505896 0.500053
threshold=0.37720000000000004 0.077335000000000015 -0.076944999999999986 -0.22361999999999996 -0.15429499999999996 0.053255000000000004 0.10168500000000001 0.087685000000000013 0.03851000000000001 -0.086949999999999986 0.40124500000000002 0.50657000000000008 0.093350000000000002 0.08832000000000001 -0.072674999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 10 8 9 -6 12 -12 13 14 -1
right_child=-2 -3 3 4 7 -7 -8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.011508472465610096 -0.013894295182548599 0.021004841216699797 0.027808296382699306 -0.015219750070311377 0.014006257462275655 0.0043586410983207265 -0.0087985738377869219 -0.011228912105040179 -0.010084273138031976 0.0034107244679082113 -0.012539663217897302 0.012890954945343151 -0.0022764960963822366 -0.0031831733341763928 0.026532461500151993
leaf_weight=625 60 61 56 74 159 80 57 71 80 723 56 53 72 59 70
leaf_count=625 60 61 56 74 159 80 57 71 80 723 56 53 72 59 70
internal_value=0 0.00580478 0.00538912 0.00311235 0.00176974 0.0140276 0.00824016 0.00298854 0.00403972 0.00532284 0.00928081 -0.000157834 0.0105285 0.0117537 0.0130243
internal_weight=0 2296 2235 1243 1107 136 992 1033 962 882 935 109 826 754 695
internal_count=2356 2296 2235 1243 1107 136 992 1033 962 882 935 109 826 754 695
is_linear=0
shrinkage=0.16829


Tree=3425
num_leaves=22
num_cat=0
split_feature=44 2 12 150 16 1186 2 12 43 12 51 130 43 43 483 150 16 12 16 12 43
split_gain=1.46875 0.687559 0.578904 0.61821 0.879416 0.569585 0.533883 0.465472 0.434463 0.528461 0.424457 0.366501 0.477048 0.395587 0.609489 0.580154 0.372271 0.311716 0.188984 0.110716 0.11042
threshold=1.0000000180025095e-35 0.088850000000000012 -0.092124999999999985 0.081245000000000026 -0.28430999999999995 1.0000000180025095e-35 0.10322500000000003 0.11769500000000001 -0.14188999999999999 0.09283000000000001 -0.088764999999999983 0.0029050000000000005 -0.16205499999999998 -0.017259999999999998 -1.0000000180025095e-35 0.085210000000000022 -0.016079999999999994 0.085775000000000004 0.00088000000000000003 0.083785000000000012 -0.034884999999999992
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 7 -5 11 -6 8 -4 10 -10 12 -1 14 -14 -16 17 -15 -11 -18 -13
right_child=-2 2 3 4 6 -7 -8 -9 9 18 -12 20 13 16 15 -17 19 -19 -20 -21 -22
leaf_value=0.021323715521601679 0.032081671964595423 -0.012612586338387088 0.018007953585413454 0.0097546298076321234 -0.0050635890803395556 0.023187033040432108 -0.029113327120898445 -0.010026024599542537 -0.013450385906160878 0.012082099503833335 0.0016211360079262398 0.0014059400403792467 0.019251066531819079 0.00022897165369248286 -0.0022850125057082291 0.012859772093391704 0.012549904362494441 0.010721630681865942 0.003926180795291191 0.023438332639011888 -0.0091039020758389971
leaf_weight=58 52 88 62 52 53 54 52 68 62 180 361 59 55 134 385 88 55 201 147 53 54
leaf_count=58 52 88 62 52 53 54 52 68 62 180 361 59 55 134 385 88 55 201 147 53 54
internal_value=0 0.00347823 0.000489982 0.0016036 -0.00812116 0.00628758 -0.016991 0.00334063 0.00446222 0.00334004 -0.000583682 0.0054869 0.00648659 0.00559849 0.00248246 0.000528824 0.00930834 0.00652993 0.00842117 0.0179099 -0.00360056
internal_weight=0 2321 1125 1037 157 1196 105 880 812 750 423 1142 1029 971 528 473 443 335 327 108 113
internal_count=2373 2321 1125 1037 157 1196 105 880 812 750 423 1142 1029 971 528 473 443 335 327 108 113
is_linear=0
shrinkage=0.16829


Tree=3426
num_leaves=20
num_cat=0
split_feature=45 2 0 52 15 2 2 4 402 0 160 0 15 4 0 43 2 42 15
split_gain=0.850361 0.521405 0.512931 1.17122 0.646684 0.496283 0.49328 0.475058 0.432447 0.517779 0.486475 0.558797 0.357352 0.658832 0.444573 0.339662 0.338464 0.281915 0.38017
threshold=1.0000000180025095e-35 0.081460000000000019 -0.13972999999999997 0.0043000000000000009 -0.083359999999999976 0.11225500000000001 0.084245000000000014 0.5105900000000001 0.099740000000000009 -0.10264999999999998 -0.078164999999999984 -0.023359999999999995 -0.10753999999999998 0.0030100000000000001 -0.091809999999999989 -0.010504999999999999 0.097880000000000009 -0.084949999999999984 -0.088709999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 -4 12 9 -1 -11 17 16 14 -14 -15 -8 -12 -19
right_child=-2 2 6 -5 -6 -7 7 -9 -10 10 11 -13 13 15 -16 -17 -18 18 -20
leaf_value=0.024082536248134372 0.02449770209558955 -0.017332084909420266 -0.0088215620630554045 -0.028074765525810279 0.011995970444736234 0.0044011755472592676 0.0026864515563956737 -0.011694394111051679 -0.0074605518669038388 0.017618591021384019 0.018246430922470216 -0.010408406338003974 0.018593111903251976 -0.00041075789282599167 0.0041625931848684097 -0.014281965871065991 0.019980966800646659 -0.0079838419813325519 0.0078007850106643394
leaf_weight=55 53 66 99 52 80 54 57 56 52 96 53 62 65 155 885 74 74 53 232
leaf_count=55 53 66 99 52 80 54 57 56 52 96 53 62 65 155 885 74 74 53 232
internal_value=0 0.00293332 0.0014369 -0.00557408 0.000267118 -0.00753715 0.00264411 0.00347639 0.0071913 0.00857731 0.00685436 0.00426645 0.00412628 0.00319772 0.00515184 -0.004901 0.0124696 0.00696361 0.00485909
internal_weight=0 2320 1717 252 200 120 1465 1366 603 551 496 400 1310 1179 950 229 131 338 285
internal_count=2373 2320 1717 252 200 120 1465 1366 603 551 496 400 1310 1179 950 229 131 338 285
is_linear=0
shrinkage=0.16829


Tree=3427
num_leaves=16
num_cat=0
split_feature=2 15 3 13 12 13 15 2 11 43 13 0 42 42 42
split_gain=19.3197 4.56806 3.20796 2.99529 1.96439 1.47394 1.33525 0.870864 1.97213 1.23333 0.673825 0.497966 0.456057 0.436078 0.612024
threshold=0.12454500000000002 -0.37478999999999996 0.10323000000000002 -0.089024999999999979 -1.0000000180025095e-35 -0.009329999999999998 -0.082179999999999989 0.10188000000000001 1.0000000180025095e-35 -0.082689999999999986 0.0083850000000000018 -0.14032999999999998 0.090185000000000015 -0.12255999999999999 -0.092009999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 -3 -5 8 13 -9 12 -4 -11 -6 -15
right_child=3 2 11 6 7 -7 -8 9 -10 10 -12 -13 -14 14 -16
leaf_value=0.00099483765131602535 0.00014820607410102066 0.0017149719927967168 0.0014294114116012704 0.00068205408128996095 0.0020654809068381911 0.0011100633945458039 0.0012991233726789648 0.0012087690404514679 0.0023238360573755563 0.0021215817564611559 0.0014968360803145778 0.0009881727333840881 0.0017133912348604606 0.0015144440437791405 0.0018017656810934571
leaf_weight=97 75 93 52 88 64 84 68 62 82 55 76 62 69 88 1258
leaf_count=97 75 93 52 88 64 84 68 62 82 55 76 62 69 88 1258
internal_value=0 0.00169538 0.00172859 0.00069068 0.00176039 0.0014281 0.000951259 0.0017939 0.0018249 0.00161725 0.00174371 0.00118975 0.00189473 0.00179585 0.00178301
internal_weight=0 2142 2045 231 1931 177 156 1754 1492 262 200 114 124 1410 1346
internal_count=2373 2142 2045 231 1931 177 156 1754 1492 262 200 114 124 1410 1346
is_linear=0
shrinkage=0.0032998


Tree=3428
num_leaves=12
num_cat=0
split_feature=106 34 41 1 13 0 15 457 3 0 1
split_gain=0.692046 1.23209 0.481763 0.84774 0.640248 0.72846 0.445751 0.557277 0.71698 0.789684 0.702238
threshold=0.085275000000000004 -1.0000000180025095e-35 0.07677500000000001 0.081925000000000012 -0.10899499999999999 -0.075969999999999996 -0.41880499999999993 0.05019500000000001 -0.14162499999999997 -0.029554999999999994 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -6 8 -8 -10 -9
right_child=-2 2 3 -5 6 -7 7 10 9 -11 -12
leaf_value=0.030166908286208501 -0.014892389761648432 0.0018579263426590389 -0.00069740572663735153 0.027389953043541519 -0.0077382489631613567 -0.022191922847713527 0.019652777424411422 0.003869402397761484 0.0056478784793519169 -0.010474033639447057 -0.018989017610988479
leaf_weight=52 53 95 57 65 85 57 97 101 1559 91 61
leaf_count=52 53 95 57 65 85 57 97 101 1559 91 61
internal_value=0 0.00454905 0.0039609 0.0142524 0.00337499 -0.00714895 0.00417811 0.00470964 0.0055857 0.00475764 -0.00472669
internal_weight=0 2320 2268 122 2146 152 1994 1909 1747 1650 162
internal_count=2373 2320 2268 122 2146 152 1994 1909 1747 1650 162
is_linear=0
shrinkage=0.16829


Tree=3429
num_leaves=20
num_cat=0
split_feature=4 123 14 16 457 14 43 0 4 4 0 43 0 16 4 0 0 4 157
split_gain=47.4805 8.67363 4.30589 3.32756 3.06496 2.29691 2.27053 2.09468 1.86127 1.68625 1.32414 1.29996 1.15576 0.940104 0.559287 0.515426 0.37394 0.321504 0.309604
threshold=0.30163500000000004 1.0000000180025095e-35 -0.45687499999999998 -0.42372999999999994 0.041935000000000007 0.076175000000000007 -0.057214999999999995 -0.065064999999999998 -0.42305999999999994 0.046720000000000005 -0.12608499999999997 -1.0000000180025095e-35 -0.18560999999999997 -0.061784999999999993 0.22738500000000003 -0.086824999999999986 -0.068669999999999995 -0.036279999999999993 -0.0048549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 12 5 7 -6 9 18 10 -1 17 -4 14 -11 -12 -3 -10 -9
right_child=2 16 3 -5 6 -7 -8 8 11 13 15 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0022726824557201277 0.0019107915652725384 0.0018942623021799192 0.0015137820464431052 0.00018411405552758243 0.0025828833098211694 0.0032876118628932579 0.0017384885153602845 0.0028732057828287382 0.0025305690037508359 0.0027575869116348546 0.0028641156246402553 0.0018117325258454337 0.00090641098998531006 0.0021360236897844855 0.0023352421009442798 0.0027076472264955021 0.0015357461013645358 0.0021871875980137611 0.0025452929547731327
leaf_weight=67 53 73 52 58 66 59 74 57 70 83 334 69 101 84 61 818 59 56 79
leaf_count=67 53 73 52 58 66 59 74 57 70 83 334 69 101 84 61 818 59 56 79
internal_value=0 0.00255405 0.0010694 0.000857883 0.00260876 0.00264471 0.00213681 0.00262336 0.00238557 0.00267773 0.00272667 0.00217796 0.00111307 0.0024159 0.00257892 0.00275304 0.00173428 0.00237823 0.00268299
internal_weight=0 2109 264 211 1977 1837 140 1778 331 1447 1219 195 153 228 144 1152 132 126 136
internal_count=2373 2109 264 211 1977 1837 140 1778 331 1447 1219 195 153 228 144 1152 132 126 136
is_linear=0
shrinkage=0.0032998


Tree=3430
num_leaves=28
num_cat=0
split_feature=1 3 1 16 12 12 47 52 52 0 3 159 16 3 49 1 3 3 43 1 1 49 16 16 43 12 43
split_gain=22.7442 6.24918 3.89871 2.74017 1.85001 2.02178 1.34748 1.18333 1.28629 1.08127 1.04689 0.905172 1.06676 0.780628 0.740192 0.819857 0.719783 0.654301 0.702444 0.843091 0.582627 0.526273 0.290169 0.259118 0.249152 0.352582 0.137061
threshold=0.10335000000000001 -0.055839999999999994 0.14699000000000004 -0.41163499999999992 0.099815000000000015 1.0000000180025095e-35 0.10280000000000002 -0.091784999999999992 -1.0000000180025095e-35 -0.050864999999999994 -0.081184999999999993 0.093320000000000014 -0.42004999999999992 0.021805000000000001 0.093350000000000002 0.087840000000000015 -0.077354999999999993 -0.15197999999999998 -0.11118499999999999 0.089960000000000026 0.11000000000000001 -0.00078499999999999989 -0.078844999999999985 -0.055679999999999993 0.056620000000000011 0.092655000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 -2 5 7 11 -1 -9 23 17 12 -3 -14 15 24 -17 -7 -19 21 -5 -20 -10 26 25 -12 -6
right_child=1 2 -4 20 9 10 -8 8 22 -11 14 -13 13 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0019351343834230852 0.00088181938298290445 0.0010850747834623635 -1.6967207026935846e-05 0.0014816575703265559 0.0016496023395349343 0.0022611919351290706 0.0013842113909723845 0.0010816925591293756 0.0018084297126770056 0.0010998032207903427 0.0019605582278651502 0.0011762967359582939 0.00029968853478801389 0.0008229387074852073 0.0014263549215204579 0.0013452480591997439 0.00183989226270929 0.0016573716697233798 0.0017433374119410156 0.002362658890089664 0.0019273445499749212 0.001974804649087105 0.001465907348958367 0.0017816319087797265 0.0021291847529430808 0.0016379535745242458 0.0014125923247580588
leaf_weight=68 56 53 59 54 58 69 54 73 59 52 130 55 72 55 66 64 66 97 138 53 82 530 53 82 53 54 56
leaf_count=68 56 53 59 54 58 69 54 73 59 52 130 55 72 55 66 64 66 97 138 53 82 530 53 82 53 54 56
internal_value=0 0.00101933 0.00075545 0.00149742 0.00179062 0.00183249 0.000913262 0.00156146 0.00142392 0.00152488 0.00188441 0.000804894 0.000691215 0.00052657 0.00175061 0.00180882 0.00159665 0.00194969 0.00192337 0.00195911 0.00175064 0.00192704 0.00164666 0.00163748 0.00192506 0.00186607 0.00153349
internal_weight=0 540 348 192 1821 1573 289 253 185 248 1320 235 180 127 433 367 130 887 818 721 136 668 112 196 237 184 114
internal_count=2361 540 348 192 1821 1573 289 253 185 248 1320 235 180 127 433 367 130 887 818 721 136 668 112 196 237 184 114
is_linear=0
shrinkage=0.0032998


Tree=3431
num_leaves=19
num_cat=0
split_feature=39 1 15 1446 1213 3 159 0 16 15 2 0 1 52 15 402 2 3
split_gain=1.09674 1.63616 0.711338 1.51407 0.8646 0.823767 0.529496 0.625924 0.548047 1.70132 0.565084 0.5189 0.888899 0.482635 0.493103 0.43112 0.392152 0.364791
threshold=0.10508500000000001 0.14123000000000005 0.03981500000000001 0.086550000000000002 0.084510000000000016 -0.12077499999999998 0.11613000000000001 -0.076539999999999983 0.081265000000000018 -0.01163 0.094955000000000025 -0.071519999999999986 0.090485000000000024 -0.35673999999999995 -0.0053099999999999996 -0.020594999999999999 0.097575000000000009 -0.077229999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -4 7 13 9 -9 -10 12 15 -1 -15 -7 -13 -14
right_child=-2 -3 3 -5 -6 11 -8 8 10 -11 -12 16 17 14 -16 -17 -18 -19
leaf_value=-0.0050797808280916724 0.026621326663743825 -0.021208647498054484 0.028149803790718551 0.038767321430010382 -0.0165258262759247 0.018034227336946707 0.01984177848107626 0.002934250364245466 0.016688499683544744 -0.033153418097108485 -0.0006959759521184965 0.028010792391421301 -0.018337875535581447 0.0076906913693743067 0.024724994969134554 0.0061004850916476522 0.0092373864512026119 0.0011263628352906165
leaf_weight=77 79 59 60 52 52 108 70 128 77 52 169 56 52 667 52 421 73 57
leaf_count=77 79 59 60 52 52 108 70 128 77 52 169 56 52 667 52 421 73 57
internal_value=0 0.00644389 0.00717862 0.0109027 0.00474169 0.00914842 0.00559905 0.00478171 -0.000420664 -0.0074811 0.0047382 0.00765966 0.0056872 0.00756815 0.00892516 0.00854026 0.017401 -0.00814285
internal_weight=0 2282 2223 879 1344 827 1292 1222 426 180 246 767 638 796 719 529 129 109
internal_count=2361 2282 2223 879 1344 827 1292 1222 426 180 246 767 638 796 719 529 129 109
is_linear=0
shrinkage=0.16829


Tree=3432
num_leaves=26
num_cat=0
split_feature=1 3 2 2 4 2 2 2 4 4 158 3 2 16 16 13 15 15 1 15 1 1 4 474 2
split_gain=32.98 12.807 5.21616 4.45331 3.44951 3.24023 3.39647 2.97383 1.93665 1.60342 1.4033 1.27269 1.00138 2.44848 2.00183 0.981537 0.899449 1.47031 0.853662 0.833653 0.822572 0.614135 0.503292 0.464573 0.19662
threshold=0.10335000000000001 -0.058704999999999993 0.12708000000000003 0.16730000000000003 -0.074219999999999994 -1.0000000180025095e-35 0.10859000000000001 0.11444000000000001 0.076415000000000025 0.24099500000000004 0.08673500000000002 -0.079724999999999976 0.10060500000000001 0.081265000000000018 -0.011694999999999999 -0.078114999999999976 -0.11664999999999999 1.0000000180025095e-35 0.080270000000000022 -0.085884999999999975 0.11039500000000001 0.090840000000000018 -0.052894999999999991 0.083685000000000023 0.091335000000000013
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=2 7 4 5 10 -3 -7 20 -8 11 12 15 13 14 21 18 -13 19 23 -18 -2 -1 -19 -6 -17
right_child=1 3 -4 -5 9 6 8 -9 -10 -11 -12 16 -14 -15 -16 24 17 22 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0027396074852353816 0.0022415212160960319 0.00072847971219056225 0.0014852756117659028 0.00032034586000948988 0.0024715619040293394 0.0022300414140288263 0.00090348269865056095 0.0016177134677552302 0.0016178321916146851 0.0018635404254448099 0.003205992083069121 0.0027349514356003642 0.00223736356164639 0.0033086546503391118 0.002026112339841844 0.0024804893817542036 0.0023134549891536838 0.0023952346231575512 0.0030355597589402589 0.0019416493868746267 0.0027619972534854592 0.002366280383946328 0.0028071670353242762 0.0027653614753370523 0.0022486781587646313
leaf_weight=480 60 67 52 52 144 60 72 54 98 54 59 53 54 67 53 89 134 93 61 133 77 55 52 105 83
leaf_count=480 60 67 52 52 144 60 72 54 98 54 59 53 54 67 53 89 134 93 61 133 77 55 52 105 83
internal_value=0 0.00158821 0.00251698 0.00121206 0.00254729 0.00136806 0.00155422 0.00227535 0.00131549 0.00241933 0.00271402 0.00245098 0.00267303 0.0027089 0.0026405 0.0025705 0.00232702 0.00227446 0.00268228 0.00212838 0.00253431 0.00270129 0.00254321 0.00259559 0.00236883
internal_weight=0 540 1821 349 1769 297 230 191 170 1001 768 947 709 655 588 482 465 412 310 267 137 535 145 249 172
internal_count=2361 540 1821 349 1769 297 230 191 170 1001 768 947 709 655 588 482 465 412 310 267 137 535 145 249 172
is_linear=0
shrinkage=0.0032998


Tree=3433
num_leaves=23
num_cat=0
split_feature=1 3 2 4 2 2 3 3 4 3 4 4 160 1 12 12 4 43 15 4 4 15
split_gain=30.6377 9.26597 4.33008 4.27753 3.42346 2.92511 1.5816 1.48832 1.82676 1.69537 1.41483 0.902818 0.795683 0.774199 0.900149 0.895891 0.760571 0.572533 0.535499 0.443088 0.398099 0.221002
threshold=0.10335000000000001 -0.049204999999999992 0.13880500000000004 0.41181500000000004 -1.0000000180025095e-35 0.09580000000000001 0.09037000000000002 -0.14070999999999997 -0.087839999999999988 -0.0092099999999999977 0.27044500000000005 0.053455000000000009 -0.52481499999999992 0.089875000000000024 0.088245000000000004 0.082165000000000016 -0.039459999999999995 -0.040789999999999993 -0.077559999999999976 0.0063250000000000008 -0.008114999999999999 0.10896000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 16 -3 6 12 -7 -9 11 -6 18 -1 15 -15 -14 -2 -16 -10 20 -17 -20
right_child=1 2 -4 -5 10 7 -8 8 9 -11 -12 -13 13 14 17 19 -18 -19 21 -21 -22 -23
leaf_value=0.0024215913376308264 0.00224677816160444 0.00034005718371774019 0.00015634763682682707 0.00088199152673753168 0.0014779248964863114 0.0022482294752700503 0.0014705580459660457 0.001124524151993816 0.0022325866290627372 0.0012036680924239966 0.00087308970070636822 0.0015818569809383863 0.0023946857716353868 0.0014805995180194773 0.0017984759139819347 0.0020363264860385503 0.0017458284589583924 0.0021853996936795519 0.001742017689154454 0.0017681906880305917 0.0022298761528117502 0.0020168650496087417
leaf_weight=64 55 67 100 59 99 54 52 59 63 52 74 93 91 52 91 731 86 80 78 59 143 59
leaf_count=64 55 67 100 59 99 54 52 59 63 52 74 93 91 52 91 731 86 80 78 59 143 59
internal_value=0 0.00106538 0.000733669 0.00162911 0.000974073 0.00196052 0.00203733 0.00173186 0.00166275 0.00175469 0.00121941 0.00185237 0.00205979 0.00204119 0.00186348 0.00207986 0.00194148 0.0019797 0.00197798 0.00204911 0.00206803 0.00186064
internal_weight=0 540 340 200 240 1821 1363 458 404 345 173 293 1311 1247 223 1024 141 171 200 933 874 137
internal_count=2361 540 340 200 240 1821 1363 458 404 345 173 293 1311 1247 223 1024 141 171 200 933 874 137
is_linear=0
shrinkage=0.0032998


Tree=3434
num_leaves=13
num_cat=0
split_feature=2 39 1455 10 14 2 4 51 4 159 42 2
split_gain=1.17873 0.742666 0.599447 0.532817 0.500643 0.643136 0.653849 0.548186 0.605247 0.444277 0.422485 0.335602
threshold=0.13712500000000002 0.090880000000000016 -0.097209999999999977 -1.0000000180025095e-35 -0.10708499999999999 0.10161500000000002 -0.26545999999999997 0.092235000000000011 0.029980000000000003 0.11402500000000002 0.095935000000000006 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 -7 -8 -2 -3
right_child=10 11 3 4 5 7 9 -9 -10 -11 -12 -13
leaf_value=0.027233507303362398 -0.011353267606354842 0.033522739258046025 -0.007557898145963006 0.025680107083927501 0.025757191382914612 0.01140958660647806 0.010324917677244229 -0.013112301498828751 -0.0024825338453863467 -0.004814211163761321 0.0059953486392952662 0.014407635003037817
leaf_weight=52 102 52 54 52 76 204 1385 52 157 57 65 53
leaf_count=52 102 52 54 52 76 204 1385 52 157 57 65 53
internal_value=0 0.0100697 0.0093741 0.0089173 0.00936685 0.00892662 0.0105291 0.00303236 0.00536288 0.00972525 -0.00459005 0.0238913
internal_weight=0 2194 2089 2037 1983 1931 1518 413 361 1442 167 105
internal_count=2361 2194 2089 2037 1983 1931 1518 413 361 1442 167 105
is_linear=0
shrinkage=0.16829


Tree=3435
num_leaves=11
num_cat=0
split_feature=10 15 13 147 39 15 12 39 15 12
split_gain=14.0645 8.7717 4.64614 2.3992 1.35105 1.30102 1.06145 0.902715 0.707836 0.728891
threshold=-1.0000000180025095e-35 -0.37478999999999996 -0.28558999999999996 0.089365000000000014 0.085345000000000018 -0.4680149999999999 0.11769500000000001 0.088025000000000006 -0.15614499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=7 5 -3 4 6 -2 8 -1 -4 -10
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11
leaf_value=0.00073286329880348753 0.0011581738980107935 0.00087982704012954467 0.0020985207438220174 0.0010962043737511955 0.0013470698379945878 0.00052950015066929174 0.0013653657780815591 0.0001676120972844538 0.0015661306111799996 0.0017795612528005952
leaf_weight=76 71 76 69 67 95 73 75 52 200 1535
leaf_count=76 71 76 69 67 95 73 75 52 200 1535
internal_value=0 0.00162826 0.00168188 0.00171173 0.00173261 0.000839716 0.00175208 0.000503505 0.00176814 0.00175498
internal_weight=0 2261 2117 2041 1974 144 1879 128 1804 1735
internal_count=2389 2261 2117 2041 1974 144 1879 128 1804 1735
is_linear=0
shrinkage=0.0032998


Tree=3436
num_leaves=22
num_cat=0
split_feature=4 12 13 12 13 48 4 15 4 15 4 151 151 42 42 42 42 15 457 15 4
split_gain=29.8955 9.45046 3.02969 2.84113 2.66536 2.21457 2.60003 1.24465 3.61138 1.05271 0.958429 0.74974 0.811789 0.545416 0.974706 0.722211 0.497808 0.379445 0.315369 0.23916 0.193117
threshold=0.30163500000000004 1.0000000180025095e-35 -0.0049299999999999995 0.11769500000000001 -0.036584999999999993 0.091220000000000009 -0.0047649999999999993 -0.036064999999999993 -0.15805499999999997 -0.41880499999999993 0.053255000000000004 -0.088054999999999981 -0.081989999999999993 0.10059500000000002 0.11623000000000001 0.095215000000000008 0.086090000000000014 -0.45015499999999992 0.041935000000000007 -0.094124999999999986 0.07252500000000002
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 2 5 10 9 6 -1 19 -9 -2 11 18 -13 15 -15 -14 -12 -6 -3 -4 -18
right_child=4 3 7 -5 17 -7 -8 8 -10 -11 16 12 13 14 -16 -17 20 -19 -20 -21 -22
leaf_value=0.0011618456341361118 0.00084849040811754066 0.002210136693337189 0.0020312793499322672 0.0016689606025884697 0.0014779382616626634 0.0008511848716528577 0.0021630061905043266 0.0022114303576131486 0.0011150034098684673 0.00023966495198013738 0.0018368376449571407 0.0027060707582525372 0.0023004718613451073 0.0028072402996800958 0.0022597954079091932 0.0019597010144103409 0.0020398279625163801 0.0011136683677907856 0.0018509579692932278 0.0023455642549603476 0.0023265013686657003
leaf_weight=61 77 57 59 91 57 62 53 71 61 52 76 58 1044 63 84 74 53 72 54 53 57
leaf_count=61 77 57 59 91 57 62 53 71 61 52 76 58 1044 63 84 74 53 72 54 53 57
internal_value=0 0.00212883 0.00168496 0.00223777 0.000939258 0.00135429 0.00162761 0.00192333 0.00170502 0.000603345 0.0022697 0.0022988 0.00232085 0.00230316 0.00249465 0.00227795 0.00204512 0.0012749 0.00203572 0.00218032 0.0021887
internal_weight=0 2131 420 1711 258 176 114 244 132 129 1620 1434 1323 1265 147 1118 186 129 111 112 110
internal_count=2389 2131 420 1711 258 176 114 244 132 129 1620 1434 1323 1265 147 1118 186 129 111 112 110
is_linear=0
shrinkage=0.0032998


Tree=3437
num_leaves=24
num_cat=0
split_feature=1 3 2 2 2 3 124 2 3 160 159 2 51 1456 1447 42 43 51 157 3 3 52 3
split_gain=40.8226 7.55278 2.82038 2.13926 2.68536 1.7455 1.45584 1.30244 1.31343 1.1073 0.770204 0.58266 0.649967 0.593342 1.17363 0.564433 0.557003 0.543008 0.533066 0.630831 0.489878 0.469579 0.412782
threshold=0.10538500000000002 -0.049204999999999992 0.11444000000000001 -1.0000000180025095e-35 0.10925000000000001 -0.072024999999999992 -0.081949999999999981 0.14823500000000003 0.11924500000000002 -0.091944999999999985 0.081925000000000012 0.10188000000000001 0.11178000000000002 -0.089834999999999984 -0.083249999999999977 0.077855000000000021 0.060785000000000013 -0.10998999999999999 -0.077234999999999984 -0.085374999999999993 0.021805000000000001 -0.27209499999999992 -0.090624999999999997
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 15 -3 -5 11 -7 8 -6 -8 16 12 13 -1 -15 -2 20 -13 19 -16 -11 -20 -19
right_child=1 3 -4 4 7 6 9 -9 -10 10 -12 17 -14 14 18 -17 -18 22 21 -21 -22 -23 -24
leaf_value=0.0016553292695812485 0.0014426629692052104 5.5076122241715684e-05 0.00083215195901806586 0.0013503041858708748 0.00035815940538157942 0.0012336393305640977 0.0021215759231957045 0.00015255095380811221 0.0010075746082382391 0.0016895617595431569 0.0020596459841691903 0.0020297621264612868 0.0016359016082745116 0.0023882461722339113 0.0019933201917288904 0.0019051761508028159 0.0018691415101652383 0.0014206408368880297 0.0016609881065293623 0.002467755339866888 0.001337816612790208 0.0019742206101716984 0.0018303339414543242
leaf_weight=54 54 73 64 54 63 59 87 69 74 90 53 59 58 85 78 64 70 53 57 52 86 876 57
leaf_count=54 54 73 64 54 63 59 87 69 74 90 53 59 58 85 78 64 70 53 57 52 86 876 57
internal_value=0 0.000850344 0.00139101 0.00055474 0.000694895 0.00189944 0.00171832 0.000522918 0.000709196 0.00179231 0.00169639 0.00195582 0.00198046 0.00199706 0.0020131 0.00169382 0.00161798 0.00177189 0.00198307 0.00218337 0.00151789 0.00195512 0.00163326
internal_weight=0 515 182 333 260 1874 445 206 137 386 299 1429 1260 1202 1148 118 246 169 1063 130 176 933 110
internal_count=2389 515 182 333 260 1874 445 206 137 386 299 1429 1260 1202 1148 118 246 169 1063 130 176 933 110
is_linear=0
shrinkage=0.0032998


Tree=3438
num_leaves=15
num_cat=0
split_feature=10 16 2 1454 483 2 49 12 402 401 160 401 1455 475
split_gain=1.35338 1.11767 0.749476 0.488263 0.655086 0.512163 1.46405 0.534606 0.549532 0.506748 0.741183 0.644372 0.321885 0.316423
threshold=-1.0000000180025095e-35 -0.090789999999999996 -0.007134999999999999 0.081220000000000014 0.10569500000000001 0.085730000000000015 -0.0066849999999999991 0.083220000000000002 0.085765000000000022 0.080710000000000018 -0.45095499999999994 0.099015000000000006 0.08950000000000001 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 -8 -9 10 -7 -11 -5 -12
right_child=2 -3 3 12 -6 9 7 8 -10 11 13 -13 -14 -15
leaf_value=-0.023934281288949661 -0.0039641883411744329 0.0079827195577093953 0.041414273269666332 -0.0063915019559612606 0.030104620011683639 0.031972532798736221 -8.1735456182042325e-05 0.013582447302044482 0.027434583394078522 -0.013032433729679773 0.020538870698410018 0.011799246530412134 0.011570374583863091 0.010571490100850206
leaf_weight=53 75 75 63 58 67 52 64 438 100 53 99 67 55 1070
leaf_count=53 75 75 63 58 67 52 64 438 100 53 99 67 55 1070
internal_value=0 -0.00521888 0.0125591 0.0131269 0.0137143 0.0131659 0.0169898 0.0144308 0.0161605 0.0112683 0.012294 0.000816949 0.00233511 0.0114171
internal_weight=0 128 2261 2186 2073 2006 665 602 538 1341 1221 120 113 1169
internal_count=2389 128 2261 2186 2073 2006 665 602 538 1341 1221 120 113 1169
is_linear=0
shrinkage=0.16829


Tree=3439
num_leaves=12
num_cat=0
split_feature=10 2 10 0 3 15 3 15 3 0 3
split_gain=0.936162 0.632211 0.533706 0.513697 0.468895 0.403345 0.520893 1.62965 0.414826 0.755315 0.255659
threshold=-1.0000000180025095e-35 -0.00097499999999999985 0.058500000000000003 0.12500000000000003 -0.15315499999999996 -0.44206999999999991 0.10812000000000001 -0.024814999999999997 -0.12077499999999998 -0.019414999999999998 -0.22740999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 8 -8 -7 -10 -2
right_child=2 -3 -4 -5 5 6 7 -9 9 -11 -12
leaf_value=0.0057466608767728624 0.0080060411852991859 -0.018191541316062133 -0.0057573452228426329 0.025615999644830866 -0.0021887499154037348 0.026265220658112869 0.015444051016730638 -0.022052458307617765 0.012414049436825414 -0.0072625218070303072 -0.0069761484601172557
leaf_weight=74 65 54 56 65 63 58 89 52 1692 57 64
leaf_count=74 65 54 56 65 63 58 89 52 1692 57 64
internal_value=0 -0.00433823 0.0104461 0.0108584 0.0104094 0.0110403 0.0114691 0.00160281 0.012238 0.0117718 0.00055909
internal_weight=0 128 2261 2205 2140 2011 1948 141 1807 1749 129
internal_count=2389 128 2261 2205 2140 2011 1948 141 1807 1749 129
is_linear=0
shrinkage=0.16829


Tree=3440
num_leaves=20
num_cat=0
split_feature=1 9 4 15 3 3 43 4 12 14 12 0 0 2 1 2 48 133 2
split_gain=0.524254 0.985489 0.549442 1.01223 0.808992 0.707067 0.506012 0.627361 0.577619 0.478392 0.469859 0.696919 0.661707 0.368545 0.32172 0.307192 0.321557 0.231941 0.0234369
threshold=0.10335000000000001 -1.0000000180025095e-35 -0.048624999999999995 -0.026169999999999995 0.10812000000000001 -0.014044999999999998 -0.46848499999999998 -0.50086499999999989 -0.007389999999999999 0.062655000000000016 0.083825000000000024 -0.085669999999999982 -0.10946999999999998 0.11444000000000001 0.11570500000000002 0.11266500000000002 0.091475000000000015 0.087195000000000009 0.12131500000000002
decision_type=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 13 -1 -8 -9 10 11 12 -10 14 -4 16 -12 -17 -6
right_child=1 2 3 -5 18 -7 7 8 9 -11 15 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=-0.0060685930249573189 -0.018003449773941332 0.017588099423227969 0.020863648033810078 -0.019193756670431376 0.015520307191132881 -0.01473246987447561 0.024322440722053782 0.020657569257013977 -0.0049442205625728737 0.023161615697312437 0.006597253219013775 -0.01630502403573298 0.01791451326768367 -0.0038794555154775434 0.0025278541565057584 0.024466062962904361 0.016617549573294723 0.0087941057990122817 0.020815735381045811
leaf_weight=65 59 82 56 53 52 64 73 102 77 54 1121 57 67 67 53 55 99 53 52
leaf_count=65 59 82 56 53 52 64 73 102 77 54 1121 57 67 67 53 55 99 53 52
internal_value=0 0.00251257 0.00504335 0.00244772 0.00578724 0.00040726 0.00849623 0.00903577 0.00837243 0.00757971 0.00702822 -0.000546363 0.00567896 0.00592282 0.0119646 0.00817603 0.00741185 0.0167918 0.0181853
internal_weight=0 538 479 397 344 240 1823 1758 1685 1583 1529 201 144 176 109 1328 1220 108 104
internal_count=2361 538 479 397 344 240 1823 1758 1685 1583 1529 201 144 176 109 1328 1220 108 104
is_linear=0
shrinkage=0.16829


Tree=3441
num_leaves=25
num_cat=0
split_feature=4 3 2 2 15 14 3 2 4 160 0 4 3 15 160 12 3 13 1446 474 13 12 4 0
split_gain=32.9725 8.12972 3.49991 4.34392 3.47725 3.17692 1.99685 1.77712 1.25408 1.06392 1.63355 0.981734 0.793346 1.70747 1.28524 0.65781 0.396718 0.634749 0.368218 0.429176 0.344454 0.334389 0.291948 0.185425
threshold=0.30163500000000004 -0.059629999999999996 0.14234000000000005 -0.007134999999999999 -0.42759999999999992 0.076175000000000007 0.11372500000000001 0.087675000000000017 0.053255000000000004 0.014995000000000003 -0.10220499999999998 0.41939500000000002 -0.096099999999999977 0.086195000000000008 -0.014774999999999998 0.091200000000000017 -0.087854999999999975 -0.0034149999999999996 0.088500000000000009 0.091180000000000011 -0.042924999999999998 0.09697500000000002 -0.084284999999999985 -0.097829999999999986
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 3 -3 20 8 7 -5 12 10 -9 -6 13 14 -1 -16 17 22 19 -18 -2 23 -14 -10
right_child=4 2 -4 6 11 -7 -8 9 21 -11 -12 -13 16 -15 15 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0014657422174304568 0.0010528602002202003 0.00096660733101132607 0.00094600822455874944 0.0024853630678517355 0.00070551743885780016 0.0030249095552029371 0.0014767617319067074 0.0013110258697940315 0.0018967662164077258 0.0022402565602279573 0.0020542737642960988 0.00010471963442467623 0.0023881889758024391 0.002582888408821031 0.0018321231783051475 0.0022837939920269563 0.0022363964990192151 0.0021774403980610014 0.0024768518268854932 0.0019471871039906921 0.0013982700768998232 0.0017157666172877444 0.0027285347479694211 0.0021787472264811407
leaf_weight=52 68 55 55 86 66 52 74 56 57 73 77 54 58 53 67 77 840 84 66 62 61 58 58 52
leaf_count=52 68 55 55 86 66 52 74 56 57 73 77 54 58 53 67 77 840 84 66 62 61 58 58 52
internal_value=0 0.00211006 0.00173017 0.00183253 0.000840216 0.00222056 0.00196256 0.00208556 0.00219413 0.00191847 0.00174159 0.000435452 0.00222617 0.00205551 0.00191272 0.00207389 0.00226252 0.00239873 0.00223434 0.00221656 0.00121647 0.00192213 0.00255867 0.00203161
internal_weight=0 2112 476 421 249 1636 366 292 1584 206 133 120 1417 249 196 144 1168 200 968 902 129 167 116 109
internal_count=2361 2112 476 421 249 1636 366 292 1584 206 133 120 1417 249 196 144 1168 200 968 902 129 167 116 109
is_linear=0
shrinkage=0.0032998


Tree=3442
num_leaves=20
num_cat=0
split_feature=4 3 376 3 14 15 4 3 42 4 3 4 4 43 15 151 11 52 15
split_gain=23.8406 6.81543 3.72512 3.41065 2.5664 1.97768 2.18666 1.56099 2.57133 1.28046 3.00594 0.976494 0.889924 0.743029 1.48934 0.732785 0.63829 0.350122 0.213634
threshold=0.30163500000000004 -0.059629999999999996 0.080200000000000007 0.17646500000000004 0.076175000000000007 -0.42759999999999992 0.41939500000000002 -0.0041149999999999989 -1.0000000180025095e-35 -0.030434999999999993 0.09037000000000002 0.55608500000000005 0.053255000000000004 -0.11278499999999998 0.029300000000000003 -0.088054999999999981 0.077415000000000012 0.10347000000000002 -0.063199999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 12 11 -7 8 -3 -9 -11 -2 13 14 -1 -15 17 -17 -14
right_child=5 2 -4 -5 -6 6 -8 9 -10 10 -12 -13 18 15 -16 16 -18 -19 -20
leaf_value=0.0012698949357671603 0.00127689277261292 0.0019653958268981012 0.00082477250131321629 0.00082363017631696743 0.0026329096573056597 0.00082641697888352714 -6.8386086607910641e-05 0.0021828269180926411 0.0010507740441405382 0.0022025071849527712 0.0010943372989423712 0.00069867118304949548 0.0017554854233277036 0.0016498528706678762 0.0019497897680864401 0.0019737458572694783 0.0022747808533629486 0.0018294813007123461 0.0015087251560555401
leaf_weight=57 70 59 83 54 52 66 54 95 78 54 53 59 100 90 93 866 68 243 67
leaf_count=57 70 59 83 54 52 66 54 95 78 54 53 59 100 90 93 866 68 243 67
internal_value=0 0.00180868 0.00146085 0.0015951 0.00190987 0.000728876 0.000423462 0.00171789 0.00144492 0.00190284 0.00165393 0.00101271 0.00188611 0.00191312 0.00169166 0.00193931 0.00196141 0.00194217 0.0016567
internal_weight=0 2112 476 393 1636 249 120 339 137 202 107 129 1584 1417 150 1267 1177 1109 167
internal_count=2361 2112 476 393 1636 249 120 339 137 202 107 129 1584 1417 150 1267 1177 1109 167
is_linear=0
shrinkage=0.0032998


Tree=3443
num_leaves=10
num_cat=0
split_feature=1375 457 9 1447 1447 130 14 9 42
split_gain=0.419983 0.475443 0.501277 0.35825 0.599526 0.326014 0.405362 0.510195 0.395306
threshold=-0.097394999999999982 0.087350000000000011 -1.0000000180025095e-35 -0.086254999999999984 -0.083214999999999983 -0.050984999999999996 0.023790000000000002 1.0000000180025095e-35 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 7 -7 -6
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.0055263153320804625 -0.0057348105128672642 0.020945177896637513 0.019562338966924393 -0.007701903224554418 0.027903714922241987 0.008541958825896671 0.021464588216906277 -0.0073561114415874483 0.0095561966338115079
leaf_weight=57 67 92 88 62 56 1731 66 59 83
leaf_count=57 67 92 88 62 56 1731 66 59 83
internal_value=0 0.00907762 0.00858322 0.00903129 0.00857989 0.00908679 0.00849611 0.00801694 0.0169609
internal_weight=0 2304 2212 2145 2057 1995 1856 1790 139
internal_count=2361 2304 2212 2145 2057 1995 1856 1790 139
is_linear=0
shrinkage=0.16829


Tree=3444
num_leaves=15
num_cat=0
split_feature=4 15 4 2 42 49 1375 0 11 0 16 4 16 3
split_gain=0.540535 0.861669 0.951019 0.567832 0.491936 0.457582 0.548321 0.679391 0.598566 0.516302 0.45569 0.447022 0.432649 0.377181
threshold=0.24099500000000004 -0.4680149999999999 0.50373500000000015 -0.011974999999999998 0.086700000000000013 -0.072214999999999988 -0.082349999999999993 -0.14151499999999997 0.079300000000000009 -0.10264999999999998 -0.0098949999999999975 -0.49432999999999994 -0.027864999999999997 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 13 10 -7 12 9 -9 -5 -11 -8 -3
right_child=1 2 -4 5 -6 6 7 8 -10 11 -12 -13 -14 -15
leaf_value=-0.0077121869152635214 0.014571496604536315 0.017493470159405295 -0.024000431690923321 0.02514762681987661 -0.010598667911802428 -0.0074610256261305975 0.01087961469790733 -0.0063769769183111931 -0.0078301977205812133 0.022705359973874524 0.0081687122504922778 0.0083095971664762305 0.031416369596554847 -0.0021197200657089191
leaf_weight=61 92 58 55 92 62 63 60 65 68 64 88 1423 57 53
leaf_count=61 92 58 55 92 62 63 60 65 68 64 88 1423 57 53
internal_value=0 0.000819123 -0.0047222 0.00826457 0.00139633 0.00875769 0.00794678 0.00850665 0.00761046 0.00828814 0.0168568 0.00893039 0.0209001 0.00811243
internal_weight=0 320 228 2041 173 1980 1800 1737 1620 1552 180 1487 117 111
internal_count=2361 320 228 2041 173 1980 1800 1737 1620 1552 180 1487 117 111
is_linear=0
shrinkage=0.16829


Tree=3445
num_leaves=17
num_cat=0
split_feature=3 14 447 52 1456 12 1 16 3 2 1 1 52 156 159 3
split_gain=0.834249 0.785879 0.525641 0.558267 1.15065 0.83034 0.91425 0.906909 0.509479 0.97971 0.732938 0.678153 0.543317 0.448033 0.291442 0.133385
threshold=0.32329500000000005 -0.10708499999999999 0.089095000000000021 0.11232500000000002 -0.071109999999999993 0.083935000000000023 0.081540000000000015 -0.019164999999999998 -0.13392999999999997 0.08920500000000002 0.080270000000000022 0.11203500000000001 -0.13993999999999998 0.090500000000000011 -0.018164999999999997 -0.082484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 15 -5 7 14 9 -6 13 -12 -11 -10 -7 -3
right_child=-2 2 -4 5 8 6 -8 -9 10 12 11 -13 -14 -15 -16 -17
leaf_value=0.022786273884732474 -0.012571442738174973 0.018664724551416705 -0.0093716856966697421 -0.015943277949499082 0.034577269026745891 0.014812309516878855 0.018901952038911707 -0.020080965799864115 0.0098310452525654773 0.017784574295983388 -0.002181000781930652 0.010402125065964385 -0.0053745089905849475 -0.0059564433755921612 -0.00069996519200879828 0.030576734653480233
leaf_weight=85 64 54 59 69 53 56 88 55 852 61 436 168 54 54 88 55
leaf_count=85 64 54 59 69 53 56 88 55 852 61 436 168 54 54 88 55
internal_value=0 0.00690001 0.00628596 0.00671788 0.00793032 0.000626774 0.00461678 -0.00169126 0.00684045 0.0156383 0.00586043 0.00131597 0.00689425 0.00888809 0.00532011 0.0246919
internal_weight=0 2287 2202 2143 1787 356 287 199 1678 168 1510 604 115 906 144 109
internal_count=2351 2287 2202 2143 1787 356 287 199 1678 168 1510 604 115 906 144 109
is_linear=0
shrinkage=0.16829


Tree=3446
num_leaves=11
num_cat=0
split_feature=12 16 47 156 393 48 156 41 2 124
split_gain=0.610459 0.740365 0.550555 0.63724 0.519137 0.484191 0.456612 0.74887 0.504695 0.388854
threshold=-0.092124999999999985 -0.11118499999999999 0.11069000000000002 -0.084204999999999988 0.097165000000000015 0.10327000000000001 0.11538000000000002 0.081560000000000007 -0.013254999999999998 -0.0037749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -4 7 8 -5 -10
right_child=2 -3 5 4 -6 -7 -8 -9 9 -11
leaf_value=0.0063115640938044455 0.02285853048918499 -0.018435922743435074 0.0057158185303163985 0.019050186499504202 0.021750179216215491 -0.016807451514922217 0.018474768530908157 -0.012666923084054768 0.017071272437883322 0.0045974861603562686
leaf_weight=71 66 66 53 77 58 55 75 65 74 1691
leaf_count=71 66 66 53 77 58 55 75 65 74 1691
internal_value=0 -0.00559747 0.00597228 0.00657365 0.0060459 -0.00573773 0.00558544 0.00507757 0.00570471 0.00512148
internal_weight=0 137 2214 2106 2040 108 1982 1907 1842 1765
internal_count=2351 137 2214 2106 2040 108 1982 1907 1842 1765
is_linear=0
shrinkage=0.16829


Tree=3447
num_leaves=21
num_cat=0
split_feature=4 2 1 150 124 2 2 1 4 2 43 4 13 43 4 13 42 4 4 159
split_gain=29.8104 11.9026 5.46207 3.45706 2.02172 1.83864 1.7865 1.77443 1.34864 2.27367 1.212 1.27244 1.10215 0.906453 0.73754 0.555802 0.619773 0.44822 0.687435 0.383716
threshold=0.30163500000000004 0.14307 0.089625000000000024 0.081245000000000026 -1.0000000180025095e-35 0.091335000000000013 0.09857500000000001 0.14551500000000003 -0.16772499999999999 0.09036000000000001 -0.072864999999999985 0.42953500000000006 -0.13033499999999998 -0.20207499999999998 0.0030100000000000001 0.0083850000000000018 0.090185000000000015 -0.074219999999999994 -0.017574999999999997 -0.023134999999999996
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 2 6 4 -4 -5 12 10 -6 14 -2 -12 -1 -14 -10 16 -8 19 -19 -15
right_child=7 -3 3 5 8 -7 15 -9 9 -11 11 -13 13 17 -16 -17 -18 18 -20 -21
leaf_value=0.0028061291380276411 0.00070818630021885203 0.00070004744704582763 0.001421810894516729 0.0017977173534398842 0.0025039972674208207 0.00096760369229245951 0.002316860011603296 0.0003834158826875015 0.0022599461715092821 0.0013934618971374393 0.0009083105091412351 0.0015797726006968728 0.0026958098012708079 0.0026401108639060493 0.0018933021191200306 0.0017830070468533477 0.0019481612993939887 0.0020172841043624959 0.0022957045284647272 0.0023359508307486498
leaf_weight=54 67 61 52 61 79 56 101 53 188 53 59 65 67 52 90 68 102 130 408 485
leaf_count=54 67 61 52 61 79 56 101 53 188 53 59 65 67 52 90 68 102 130 408 485
internal_value=0 0.00213726 0.00218009 0.00190834 0.00203682 0.0014007 0.00228733 0.000918651 0.00211474 0.00202173 0.00106699 0.00126057 0.00234234 0.00232038 0.00214138 0.00204439 0.00213178 0.00229695 0.00222849 0.00236547
internal_weight=0 2107 2046 579 462 117 1467 244 410 331 191 124 1196 1142 278 271 203 1075 538 537
internal_count=2351 2107 2046 579 462 117 1467 244 410 331 191 124 1196 1142 278 271 203 1075 538 537
is_linear=0
shrinkage=0.0032998


Tree=3448
num_leaves=16
num_cat=0
split_feature=4 39 16 1428 472 43 13 14 3 13 12 16 2 3 13
split_gain=0.6166 0.632892 0.683702 0.328955 0.500721 0.392337 0.584643 0.44503 0.380656 0.486651 0.503569 0.320666 0.269641 0.178886 0.160841
threshold=0.24099500000000004 0.085495000000000015 -0.38959499999999997 0.08653000000000001 -0.079609999999999986 0.10894500000000001 -0.06928999999999999 0.018475000000000002 -0.15500999999999998 -0.093039999999999984 -0.088294999999999985 -0.50884499999999988 0.090000000000000011 -0.073629999999999987 -0.076494999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 -1 7 -7 8 -6 12 -11 -2 -10 -8 -3
right_child=1 14 -4 -5 5 6 13 -9 9 10 -12 -13 -14 -15 -16
leaf_value=0.022841487748043576 -0.0081804271544138364 0.016323476774388293 -0.022860904294081982 0.019567118312135985 -0.0077138479471806822 0.028868880876418396 0.014641663978085634 -0.0078318063943102183 0.005901638088614259 -0.0056108226795040907 0.0080979761799476642 0.0071813204808650541 -0.0095165625729159327 0.001271133507905028 0.0030995919239824947
leaf_weight=53 79 52 53 58 55 52 52 68 54 80 1425 75 79 63 53
leaf_count=53 79 52 53 58 55 52 52 68 54 80 1425 75 79 63 53
internal_value=0 -0.000969841 -0.00637335 0.00705862 0.00669148 0.0062466 0.0140492 0.00550563 0.0060424 0.00650539 0.00736808 -0.00068739 -0.00324303 0.00733256 0.00966567
internal_weight=0 312 207 2039 1981 1928 167 1761 1693 1638 1505 154 133 115 105
internal_count=2351 312 207 2039 1981 1928 167 1761 1693 1638 1505 154 133 115 105
is_linear=0
shrinkage=0.16829


Tree=3449
num_leaves=24
num_cat=0
split_feature=3 15 12 10 3 123 41 3 151 12 12 3 15 16 15 15 484 12 1456 157 401 3 16
split_gain=33.6292 8.98016 6.01831 5.92519 4.9778 3.55308 1.9175 2.1571 1.39293 1.22571 1.11548 0.96092 1.74439 0.967995 0.506402 1.08561 0.675001 0.503237 0.424102 0.388403 0.377455 0.342352 0.253977
threshold=-0.058704999999999993 -0.23821999999999996 0.054520000000000006 -1.0000000180025095e-35 0.10703500000000001 1.0000000180025095e-35 0.081560000000000007 -0.14162499999999997 -1.0000000180025095e-35 0.090345000000000023 -0.073474999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.050529999999999999 0.088315000000000018 0.091475000000000015 -0.065229999999999996 0.088745000000000004 -0.071109999999999993 -0.013599999999999999 0.087495000000000003 -0.096099999999999977 -0.079074999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 -3 5 11 7 17 -6 18 -2 13 -13 -5 16 -16 -11 -4 -9 -18 21 -20 -17
right_child=1 3 6 4 8 -7 -8 9 -10 14 -12 12 -14 -15 15 22 19 -19 20 -21 -22 -23 -24
leaf_value=0.0012546444075808006 0.00057114328890667785 0.00073941131457867988 0.0030705098399756159 0.0023460845208665118 0.00089971841200570471 0.0014208361512736433 0.001782435068588772 0.002676183086010833 0.0015820865001151523 0.0025162229839485605 0.0011509384735846548 0.0020658694607181768 0.0028368112414517105 0.0017197236775637805 0.002805431308566868 0.0020699159073985381 0.0018737098694186919 0.0026546082911897183 0.0021546683954442188 0.0021819149094209917 0.0026723235614495109 0.0024357477566467087 0.0023377857806311598
leaf_weight=52 97 62 52 53 56 73 54 96 79 58 58 65 64 56 53 52 57 89 54 241 70 571 189
leaf_count=52 97 62 52 53 56 73 54 96 79 58 58 65 64 56 53 52 57 89 54 241 70 571 189
internal_value=0 0.001484 0.00236124 0.00169619 0.00182912 0.00205899 0.00239639 0.00241732 0.00129929 0.00237905 0.000788326 0.00225458 0.00244863 0.00202461 0.00227219 0.00237495 0.00218723 0.00280824 0.00246681 0.00212308 0.00243784 0.00241152 0.00228013
internal_weight=0 663 1688 508 446 311 1636 1582 135 1441 155 238 129 109 650 294 356 141 791 298 695 625 241
internal_count=2351 663 1688 508 446 311 1636 1582 135 1441 155 238 129 109 650 294 356 141 791 298 695 625 241
is_linear=0
shrinkage=0.0032998


Tree=3450
num_leaves=17
num_cat=0
split_feature=157 15 457 158 11 151 484 133 151 42 42 42 481 42 12 474
split_gain=0.67244 2.18557 0.583972 0.530496 0.592689 0.488351 0.487847 0.449397 0.39279 0.468335 1.0433 0.418651 0.349739 0.194418 0.15911 0.125557
threshold=-0.080299999999999996 -0.0070899999999999991 0.10259500000000001 0.097560000000000022 0.087925000000000017 -0.085369999999999988 -0.063394999999999993 1.0000000180025095e-35 0.084990000000000024 0.091545000000000015 0.094305000000000014 0.087495000000000003 -0.065834999999999991 0.087260000000000018 0.087355000000000002 0.085070000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 -1 12 13 9 11 -11 -8 -2 -5 -14 -7
right_child=2 -3 -4 7 -6 15 8 -9 -10 10 -12 -13 14 -15 -16 -17
leaf_value=-0.0039040114327455575 0.0085214764792633721 -0.027404564028079777 0.026077166388937981 0.029520851552709892 -0.0081789743350931931 0.020966027283063172 0.0087483794244482618 0.0045377348769846601 0.022241720631829262 -0.01635978292933182 0.0071489513395693394 0.017969964939006839 -0.012904214556197774 0.015673109430379244 -0.00011651791476306447 0.0098456988613939683
leaf_weight=56 77 64 53 62 67 56 1023 55 60 64 324 162 53 55 58 61
leaf_count=56 77 64 53 62 67 56 1023 55 60 64 324 162 53 55 58 61
internal_value=0 -0.000827152 0.00861955 0.00816953 0.00735273 0.00899457 0.00792517 0.0171249 0.0088598 0.00834822 0.00326659 0.0100106 -0.000183658 0.0230266 -0.00623854 0.0151836
internal_weight=0 237 2113 2060 1888 173 1821 172 1633 1573 388 1185 188 117 111 117
internal_count=2350 237 2113 2060 1888 173 1821 172 1633 1573 388 1185 188 117 111 117
is_linear=0
shrinkage=0.16829


Tree=3451
num_leaves=15
num_cat=0
split_feature=14 157 15 10 3 1456 3 160 1 1 16 15 123 1456
split_gain=0.639226 0.672108 1.55418 0.490401 0.520967 0.476979 0.473916 0.433381 0.368896 0.664353 0.312961 0.533257 0.424171 0.20979
threshold=0.019675000000000002 -0.080299999999999996 -0.0070899999999999991 -0.074314999999999978 0.31370500000000007 -0.081804999999999989 0.077930000000000013 -0.085764999999999994 0.11230000000000001 0.089875000000000024 -0.0058249999999999994 -0.043644999999999996 0.084995000000000015 -0.16825499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 5 13 10 -1 9 -8 12 -12 -7 -5
right_child=-2 3 -4 4 -6 6 8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.015846251339617114 0.020800708860015039 0.021198293010127274 -0.026082339465616469 0.0099670332254836475 -0.0098067380495197778 0.0075261671023754495 0.0069759776221657542 -0.0016619499374770771 0.0029846810025136875 0.031175080641642938 0.0072273575966774646 -0.0042554100320677359 -0.0054638679574457935 0.024817199097663493
leaf_weight=68 84 65 60 53 55 1091 64 97 58 65 229 229 76 56
leaf_count=68 84 65 60 53 55 1091 64 97 58 65 229 229 76 56
internal_value=0 0.00584097 -0.00288269 0.00680355 0.00632913 0.00679205 0.00614013 0.00554266 0.0141687 0.0191833 0.00521512 0.00148205 0.00667866 0.017613
internal_weight=0 2266 225 2041 1976 1921 1812 165 187 129 1625 458 1167 109
internal_count=2350 2266 225 2041 1976 1921 1812 165 187 129 1625 458 1167 109
is_linear=0
shrinkage=0.16829


Tree=3452
num_leaves=13
num_cat=0
split_feature=1 2 0 15 15 15 1429 2 402 403 402 3
split_gain=0.495705 0.557775 0.448481 0.374285 0.767747 0.391413 0.364593 1.3525 0.306301 0.744684 0.678247 0.242915
threshold=0.14720000000000003 0.14870000000000003 -0.18560999999999997 -0.26826999999999995 -0.4680149999999999 -0.15614499999999998 0.083925000000000013 0.088005000000000014 0.088375000000000023 -0.020649999999999998 1.0000000180025095e-35 0.097710000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 -5 8 -8 10 -10 -7 -1
right_child=-2 -3 3 5 -6 6 7 -9 9 -11 -12 -13
leaf_value=0.023788683245221803 0.02110250791009247 -0.010556202174694065 0.0087797093289036041 0.019774826181546142 -0.018029483178361318 0.0055295147647369969 -0.024671468989672183 0.0084642162090527197 0.023997428057647305 0.0038525080254371729 -0.012423995051585653 0.0084549932120789179
leaf_weight=54 55 64 62 52 59 1501 53 102 84 137 62 65
leaf_count=54 55 64 62 52 59 1501 53 102 84 137 62 65
internal_value=0 0.00492449 0.00536938 0.00480177 -0.00427769 0.00535446 0.00496681 -0.00285446 0.00564736 0.0115175 0.0048162 0.0154282
internal_weight=0 2295 2231 2112 121 1991 1939 155 1784 221 1563 119
internal_count=2350 2295 2231 2112 121 1991 1939 155 1784 221 1563 119
is_linear=0
shrinkage=0.16829


Tree=3453
num_leaves=14
num_cat=0
split_feature=14 157 51 0 51 160 159 34 158 160 0 51 13
split_gain=0.439203 0.382677 0.837323 0.42254 0.425317 0.472061 0.461724 0.526965 0.811526 0.415694 0.423952 0.375505 0.26377
threshold=0.019675000000000002 -0.080299999999999996 -0.08860999999999998 -0.23046999999999998 0.11178000000000002 -0.51927999999999985 0.10991500000000003 -0.079379999999999992 0.10380000000000002 -0.085764999999999994 -0.083154999999999993 0.13705500000000001 -0.07150999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 -7 -9 -4 -11 -6 -8
right_child=-2 3 9 4 11 6 12 8 -10 10 -12 -13 -14
leaf_value=-0.021343672900674796 0.016368073452449894 0.018270840040245501 0.013644534076646678 0.017962035927466199 -0.014408314680177949 0.019554853005131177 0.0068178818976400175 0.0037697992279606715 -0.017593329243515789 -0.014133216055553913 0.0069476518406013845 0.0048947469019686805 0.023671596627253901
leaf_weight=52 84 63 65 75 63 57 54 1573 52 53 55 52 52
leaf_count=52 84 63 65 75 63 57 54 1573 52 53 55 52 52
internal_value=0 0.0039678 -0.00261386 0.00469425 0.00426092 0.00487456 0.00432458 0.00364427 0.00308507 0.00300552 -0.00338095 -0.00566435 0.0151027
internal_weight=0 2266 225 2041 1978 1863 1788 1682 1625 173 108 115 106
internal_count=2350 2266 225 2041 1978 1863 1788 1682 1625 173 108 115 106
is_linear=0
shrinkage=0.16829


Tree=3454
num_leaves=17
num_cat=0
split_feature=475 157 15 48 43 43 13 13 2 11 40 49 3 13 157 2
split_gain=0.349826 0.439049 1.238 0.303057 0.884917 0.734005 0.729077 0.46014 0.481198 0.472848 0.490726 0.385443 0.299131 0.258577 0.195973 0.189206
threshold=0.036560000000000002 -0.080299999999999996 -0.013349999999999999 0.093265000000000015 -0.50504499999999986 -0.025664999999999997 -0.077549999999999994 -0.15956499999999998 0.10613000000000002 0.076270000000000018 -0.080884999999999985 0.10852500000000001 -0.10175499999999998 -0.036584999999999993 -0.087424999999999989 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 -3 6 -5 15 9 10 -9 12 -10 -7 -1 -6
right_child=-2 3 -4 5 7 13 -8 8 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00073685600374256998 0.015851410040743013 0.026404580052317148 -0.019081927092571463 0.002788048661960607 0.022135255990505753 -0.00077562011075641021 -0.023336225014116606 0.019432584144144071 -0.0099657063661328441 -0.01052483336375671 0.004647031390485409 -0.015704408722629754 0.0035687389990696167 0.015226486947072283 0.015315844113280491 0.0079059852462520439
leaf_weight=53 65 52 88 58 52 52 63 67 62 55 1278 53 182 63 52 55
leaf_count=53 65 52 88 58 52 52 63 67 62 55 1278 53 182 63 52 55
internal_value=0 0.00332269 -0.00435305 0.00403168 0.00475421 -0.00164298 -0.010799 0.00412915 0.00345288 0.00475859 0.0053849 -0.00269595 0.000122295 0.00797513 0.00797404 0.0148379
internal_weight=0 2285 193 2092 1856 236 121 1804 1697 1400 1345 297 244 115 105 107
internal_count=2350 2285 193 2092 1856 236 121 1804 1697 1400 1345 297 244 115 105 107
is_linear=0
shrinkage=0.16829


Tree=3455
num_leaves=26
num_cat=0
split_feature=12 12 13 16 16 0 133 0 42 12 11 1453 16 16 42 1210 12 0 133 12 133 16 133 12 13
split_gain=14.5751 2.89293 2.72183 2.60124 2.29735 1.84114 1.83061 1.62595 1.34138 1.33831 1.12387 0.994372 1.08151 0.836708 0.568246 0.855165 0.645343 0.466211 0.385811 0.407449 0.365628 0.269601 0.266264 0.532735 0.173608
threshold=0.054520000000000006 0.099815000000000015 -0.004004999999999999 -0.25959999999999994 -0.27523999999999998 -0.10417499999999999 -0.078539999999999985 -0.029554999999999994 0.11661000000000001 -0.081314999999999985 0.080455000000000013 -1.0000000180025095e-35 0.25032500000000008 -0.013024999999999998 1.0000000180025095e-35 -0.08107499999999998 0.090465000000000004 -0.22984499999999997 -0.013049999999999997 0.086850000000000024 -0.23133499999999999 0.4099850000000001 0.10864000000000001 0.10862500000000001 0.049530000000000012
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=2 10 6 -3 -4 17 -1 -7 20 13 11 -2 14 -8 18 -16 -17 -6 19 -13 -5 -14 23 -22 -20
right_child=1 3 4 8 5 7 9 -9 -10 -11 -12 12 21 -15 15 16 -18 -19 24 -21 22 -23 -24 -25 -26
leaf_value=0.00148790915485921 0.0021763735765235755 0.00085417823879719819 0.0008957981565079539 0.0014936157321964356 0.0014507825006889446 0.0021815787621071864 0.00083823159364396693 0.001451980599058959 0.0011769216674759741 0.00052313445941738279 0.0022230399288426616 0.0022816714713244182 0.0013060134278326219 0.0013577294818809546 0.0021533450846216566 0.0018080263957983528 0.0015792705995650196 0.0010133950496698963 0.0018934511912222151 0.0019432224859386501 0.0016952075809900293 0.00164793548282258 0.0016109649950701752 0.0021097312320683941 0.0016763969229667216
leaf_weight=58 83 55 75 53 55 67 92 67 57 93 83 54 52 54 60 451 196 53 134 154 75 52 56 64 63
leaf_count=58 83 55 75 53 55 67 92 67 57 93 83 54 52 54 60 451 196 53 134 154 75 52 56 64 63
internal_value=0 0.00178007 0.0011886 0.00151605 0.00140151 0.00155809 0.000961248 0.00181704 0.00163529 0.000833292 0.00184882 0.00182488 0.00180086 0.00103062 0.00183109 0.00177401 0.00173878 0.00123646 0.00193064 0.00203126 0.0017405 0.00147731 0.00180743 0.00188632 0.00182422
internal_weight=0 1742 614 360 317 242 297 134 305 239 1382 1299 1216 146 1112 707 647 108 405 208 248 104 195 139 197
internal_count=2356 1742 614 360 317 242 297 134 305 239 1382 1299 1216 146 1112 707 647 108 405 208 248 104 195 139 197
is_linear=0
shrinkage=0.0032998


Tree=3456
num_leaves=18
num_cat=0
split_feature=15 3 15 376 0 150 0 15 13 42 51 13 403 0 51 0 3
split_gain=27.9419 12.6828 5.254 3.86334 2.9541 2.82989 2.77529 2.31165 2.16691 1.75961 2.07702 1.58527 1.23322 1.08265 1.07083 0.957969 0.502741
threshold=-0.37478999999999996 0.11191000000000002 -0.013084999999999998 0.080200000000000007 -0.12608499999999997 0.083205000000000015 -0.14310999999999999 -0.45726999999999995 -0.036584999999999993 0.12199500000000001 0.090560000000000015 -0.091914999999999983 0.052440000000000007 -0.14310999999999999 -0.26621499999999992 -0.079249999999999987 0.0037100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -3 12 -4 16 -7 10 11 -8 13 -2 -15 -13 -1
right_child=1 4 6 -5 -6 8 9 -9 -10 -11 -12 15 -14 14 -16 -17 -18
leaf_value=0.0010797364786494866 0.0016160738920416022 0.0005923036479336325 0.0028778401828149459 0.0010137106858236092 0.0015430820657154492 0.0018691109648784371 0.0017282068091157201 4.7381670524908708e-05 0.0011209412691602287 0.001580182324288773 0.0028192543942722062 0.0022995706348885119 0.0016079978555870113 0.0017604881277936896 0.0021790029190465691 0.0020809922634973488 0.00063221666645350697
leaf_weight=59 52 75 64 54 68 99 84 56 74 53 56 508 70 79 460 393 52
leaf_count=59 52 75 64 54 68 99 84 56 74 53 56 508 70 79 460 393 52
internal_value=0 0.00199524 0.00206166 0.00187045 0.00104467 0.00192588 0.00220826 0.000594632 0.00154929 0.00216906 0.00219901 0.00216371 0.00202439 0.00207365 0.00211773 0.00220427 0.000870405
internal_weight=0 2189 2046 888 143 834 1158 167 173 1094 1041 985 661 591 539 901 111
internal_count=2356 2189 2046 888 143 834 1158 167 173 1094 1041 985 661 591 539 901 111
is_linear=0
shrinkage=0.0032998


Tree=3457
num_leaves=21
num_cat=0
split_feature=12 2 13 2 3 12 133 16 16 49 159 16 39 157 16 3 457 2 16 52
split_gain=37.4776 11.2386 7.34169 4.8364 3.01875 2.96941 2.08095 1.72723 1.64649 1.28952 1.22603 1.29852 1.15719 0.831893 0.782737 0.778718 0.712898 1.03575 0.523671 0.589737
threshold=0.054520000000000006 0.13538500000000001 -0.0016149999999999999 0.10293500000000001 -0.23303499999999996 0.090255000000000016 -0.078539999999999985 -0.034884999999999992 -0.39442499999999997 0.0060900000000000008 -0.018164999999999997 -0.16238499999999997 0.095830000000000012 -0.060134999999999994 -0.021179999999999997 -0.083414999999999975 0.062030000000000009 0.090675000000000019 0.50597000000000014 -0.11044
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 4 6 7 -2 10 -1 -4 -7 -5 15 -12 14 -10 -8 -6 17 -13 19 -15
right_child=1 -3 3 9 5 8 12 -9 13 -11 11 16 -14 18 -16 -17 -18 -19 -20 -21
leaf_value=0.0010080812115531011 0.0025802016482055772 0.00042524503941539113 0.0011746886152273215 0.00049757789069245233 0.0025581899773122314 0.0011099058611737228 0.00028235009269719243 0.0018540212875061293 0.0013774656628328687 0.0011570575835798708 0.0014050677202653164 0.0019318431972353421 -4.571371553158748e-05 0.0020132793915997632 0.00072266417265252404 0.0020196936071716957 0.0015704160984220219 0.0023984076122019003 0.0014424129441748094 0.0017333127016067715
leaf_weight=65 59 63 69 86 55 53 100 101 73 52 53 548 62 100 79 65 52 58 56 507
leaf_count=65 59 63 69 86 55 53 100 101 73 52 53 548 62 100 79 65 52 58 56 507
internal_value=0 0.00179425 0.000846028 0.00120576 0.0018456 0.00181882 0.000483829 0.0015785 0.00167353 0.000746333 0.00195673 0.00190435 0.000342287 0.00171407 0.000476875 0.0022668 0.00194451 0.00197656 0.00175108 0.00177949
internal_weight=0 1742 614 308 1679 1620 306 170 789 138 831 711 241 736 179 120 658 606 663 607
internal_count=2356 1742 614 308 1679 1620 306 170 789 138 831 711 241 736 179 120 658 606 663 607
is_linear=0
shrinkage=0.0032998


Tree=3458
num_leaves=23
num_cat=0
split_feature=1 1 52 0 0 1 0 11 43 43 1 1 0 1186 1453 402 1 1 0 43 52 0
split_gain=23.5418 4.64495 5.07374 3.26381 2.08276 1.78467 1.38715 1.35821 1.01148 0.894788 1.20535 0.688871 1.05538 0.647222 0.685868 0.571931 0.568794 0.508551 0.433118 0.508455 0.34851 0.136797
threshold=0.11744000000000002 0.093890000000000015 -0.41304999999999997 -0.13740499999999997 -0.073284999999999975 0.13075500000000004 0.076335000000000014 1.0000000180025095e-35 -0.00059999999999999995 -0.074719999999999995 0.14262000000000002 0.083555000000000018 -0.10023499999999998 0.021560000000000003 -0.0067199999999999994 0.11353000000000001 0.10171500000000001 0.10491000000000002 -0.081654999999999991 0.11870000000000001 -0.023474999999999996 -0.087749999999999981
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 6 -3 20 16 -2 7 8 13 -7 -11 18 -13 14 -1 -16 -5 -6 21 -20 -4 -10
right_child=5 2 3 4 17 9 -8 -9 11 10 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0022161730934088701 0.0011088730977087224 0.0021903229731713978 0.00065091800462458002 0.0016130070577993845 0.0014420062100827533 0.00022400522595935569 0.0013882936931216225 0.0023265359147011185 0.0018458392668577971 0.0010290592555719164 0.00038437681080676078 0.0011537559452356265 0.0017632670073842193 0.0022505423558102449 0.0018395518977468554 0.0021869359186979429 0.0020805637636370196 0.0010027814106042575 0.001822883740649721 0.001409111916716469 0.0010095330723492231 0.0020609615862597543
leaf_weight=64 102 85 53 61 55 58 69 68 104 66 61 54 74 56 892 56 55 62 85 54 69 53
leaf_count=64 102 85 53 61 55 58 69 68 104 66 61 54 74 56 892 56 55 62 85 54 69 53
internal_value=0 0.0017668 0.00146557 0.00129194 0.00152109 0.000758076 0.00184814 0.00186846 0.00184755 0.000564474 0.000719686 0.00171037 0.0015064 0.00190198 0.00188266 0.00186011 0.001835 0.00120956 0.00179845 0.00166239 0.00085403 0.00191868
internal_weight=0 2069 440 355 233 287 1629 1560 1492 185 127 424 128 1068 1012 948 116 117 296 139 122 157
internal_count=2356 2069 440 355 233 287 1629 1560 1492 185 127 424 128 1068 1012 948 116 117 296 139 122 157
is_linear=0
shrinkage=0.0032998


Tree=3459
num_leaves=28
num_cat=0
split_feature=4 3 1 1 13 16 4 16 16 12 1 4 403 457 16 3 12 12 15 4 157 13 13 2 50 403 15
split_gain=26.8297 8.7409 6.26098 2.65206 1.80404 1.67341 1.36251 1.17998 1.22899 0.990253 1.09188 1.26622 0.941352 0.716858 0.600381 0.563387 0.622655 0.985111 0.781306 0.51665 0.494909 0.455864 0.426646 0.423596 0.420275 0.365802 0.224431
threshold=0.30163500000000004 -0.06340999999999998 0.10384000000000002 0.11890000000000002 -0.0049299999999999995 -0.034884999999999992 -0.081214999999999996 0.022165000000000004 -0.065564999999999984 0.085280000000000009 0.088735000000000022 -0.11205499999999999 -0.0076149999999999994 0.069910000000000014 0.12292000000000002 -0.10583499999999998 0.090175000000000019 0.085845000000000019 -0.0099749999999999978 -0.0090299999999999981 -0.077234999999999984 -0.057284999999999996 -0.068549999999999986 0.10060500000000001 0.08461500000000001 -0.121015 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -2 21 -6 9 8 -4 12 11 -11 -1 15 -7 -8 17 18 -17 24 -19 -3 -5 -21 -18 -13 -27
right_child=3 2 7 22 5 14 13 -9 -10 10 -12 25 -14 -15 -16 16 19 20 -20 23 -22 -23 -24 -25 -26 26 -28
leaf_value=0.0026712202480121449 0.0011398143059623705 0.0016627934113251632 0.0011107531671272538 0.00059960973469790134 0.0015945735814605001 0.0024837329283848987 0.0022816336061651362 0.0013957932448003293 0.00044808049361082789 0.0014909965737121872 0.0023905213975849624 0.0018071308823628821 0.0020805874229952656 0.0016095757531335744 0.0019997189549646444 0.0019722512858694713 0.0018486927610693457 0.0024222668324755995 0.0014850339898229749 0.001586105635122164 0.0020701417407945522 0.0012861995248950573 0.00024258647987389977 0.0019178443096158698 0.0021058839385877169 0.0022888575807631156 0.0020416598630443542
leaf_weight=64 101 73 69 86 78 53 53 56 55 53 81 52 56 75 62 116 231 56 53 117 221 70 64 68 103 64 126
leaf_count=64 101 73 69 86 78 53 53 56 55 53 81 52 56 75 62 116 231 56 53 117 221 70 64 68 103 64 126
internal_value=0 0.00186782 0.0014944 0.00072623 0.00176058 0.00196926 0.00198906 0.00099734 0.00081711 0.00213315 0.00204921 0.00195537 0.00239589 0.00192364 0.00222309 0.00194675 0.00192832 0.0020196 0.00181966 0.0018498 0.00214146 0.00147869 0.000447515 0.00170823 0.00192811 0.00205693 0.00212511
internal_weight=0 2105 516 251 336 193 1589 180 124 496 376 295 120 1093 115 1018 965 446 169 519 277 143 150 185 334 242 190
internal_count=2356 2105 516 251 336 193 1589 180 124 496 376 295 120 1093 115 1018 965 446 169 519 277 143 150 185 334 242 190
is_linear=0
shrinkage=0.0032998


Tree=3460
num_leaves=19
num_cat=0
split_feature=4 15 3 3 51 3 0 3 3 15 151 4 1447 0 15 456 51 0
split_gain=0.920925 0.957605 0.939648 0.75177 0.490737 0.450812 0.483843 0.427056 0.457011 0.388609 0.375704 0.483791 0.442372 0.383482 0.303616 0.294064 0.199367 0.157391
threshold=0.30163500000000004 -0.47090499999999996 0.11191000000000002 -0.13088999999999998 -0.025879999999999997 0.09722500000000002 -0.11692999999999999 -0.082634999999999986 0.11745500000000002 -0.09547499999999999 -0.0052199999999999989 -0.0092149999999999992 -0.086059999999999984 0.0037850000000000002 -0.069404999999999981 0.087225000000000011 1.0000000180025095e-35 -0.088099999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 9 -3 -9 -5 11 15 -12 -14 -4 -8 -6 -13
right_child=1 7 14 5 16 -7 10 8 -10 -11 12 17 13 -15 -16 -17 -18 -19
leaf_value=0.033376763210990937 0.013966102172578548 0.0035057180737017649 0.0029807408512998812 0.0082676481437049879 0.0073282715065269635 0.024609445452714172 0.0019099244285829434 -0.025016932333714648 -0.0039209922206883945 -0.0095274016650018813 0.021810821813286498 0.01767966487294273 0.008470481694558581 -0.0059948736333276685 -0.015181949425637872 0.017470103987837 0.021348020067045489 0.030593608372745378
leaf_weight=59 81 59 52 69 57 53 75 56 61 70 68 55 1253 54 52 64 59 54
leaf_count=59 81 59 52 69 57 53 75 56 61 70 68 55 1253 54 52 64 59 54
internal_value=0 -0.00116825 0.00949997 0.0103153 0.0208575 0.00929781 0.00883623 -0.0081437 -0.0140336 -0.000680963 0.00965242 0.0156902 0.00856213 0.00787146 -0.00608333 0.00908725 0.0144745 0.0240939
internal_weight=0 257 2094 1990 175 1815 1762 176 117 139 1623 248 1375 1307 104 139 116 109
internal_count=2351 257 2094 1990 175 1815 1762 176 117 139 1623 248 1375 1307 104 139 116 109
is_linear=0
shrinkage=0.16829


Tree=3461
num_leaves=19
num_cat=0
split_feature=1 3 4 124 14 3 3 12 4 16 52 1 0 1429 16 16 52 16
split_gain=43.726 9.42766 3.26995 2.82131 1.92694 1.6849 2.35472 2.81534 1.29337 0.988623 0.852225 0.822446 1.61679 1.132 0.904733 0.733925 0.70363 0.236208
threshold=0.10538500000000002 -0.049204999999999992 0.30163500000000004 -0.078224999999999989 0.054835000000000009 0.149315 0.077930000000000013 -0.083114999999999981 0.053455000000000009 -0.15796999999999997 0.044705000000000002 0.097195000000000017 -0.11208499999999998 0.084545000000000009 0.0060650000000000009 -0.26987499999999992 -0.11592499999999999 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 -1 8 6 7 -3 11 -7 15 12 -5 14 -14 -10 -2 -15
right_child=1 5 -4 4 -6 9 -8 -9 10 -11 -12 -13 13 17 -16 -17 -18 -19
leaf_value=0.0013125843414664472 0.0020806129869440698 0.00085308734718617335 0.00088956349070970031 0.001439319091024857 0.0025356285335000079 0.00048146590628956752 0.0012225223133026954 -8.8489892733042505e-05 0.0012445060789691962 -0.00014126508311198744 0.0020004246815846977 0.0023266000380262951 0.0020068918240818486 0.0021624452195730245 0.0017845297637887909 0.0017413151249580229 0.0015384608323398151 0.0024823456556619457
leaf_weight=74 53 78 70 61 64 54 59 62 52 57 73 74 1019 55 252 89 53 52
leaf_count=74 53 78 70 61 64 54 59 62 52 57 73 74 1019 55 252 89 53 52
internal_value=0 0.000833984 0.00144404 0.00194541 0.00197154 0.000487517 0.000669263 0.000435852 0.00195061 0.000161368 0.00170931 0.00198472 0.00196712 0.00199045 0.00196283 0.00155834 0.00180987 0.00231824
internal_weight=0 486 176 1865 1791 310 199 140 1727 111 214 1513 1439 1378 1271 141 106 107
internal_count=2351 486 176 1865 1791 310 199 140 1727 111 214 1513 1439 1378 1271 141 106 107
is_linear=0
shrinkage=0.0032998


Tree=3462
num_leaves=17
num_cat=0
split_feature=1429 15 16 47 4 51 14 16 15 160 49 16 160 131 49 4
split_gain=0.796129 0.94129 1.14478 0.572439 0.753657 0.657108 0.639367 0.499361 0.514901 0.399702 0.370389 0.335167 0.32681 0.268954 0.250727 0.128809
threshold=0.084105000000000027 -0.37478999999999996 -0.42372999999999994 0.085270000000000026 -0.15450999999999995 1.0000000180025095e-35 0.019675000000000002 0.41593000000000008 -0.088954999999999992 -0.08538999999999998 0.096010000000000012 0.052915000000000011 0.086175000000000015 0.090030000000000013 0.095135000000000011 -0.00013999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 12 -5 -10 -2 -6 14 15 -11
right_child=11 3 -4 9 6 -7 -8 -9 10 13 -12 -13 -14 -15 -16 -17
leaf_value=0.010381265202951269 0.013237296963945462 0.011347102678167091 -0.017661970380889739 -0.011796001622478982 0.019190053197460682 0.032920100796868704 -0.0095683332461400789 0.024520975447095927 0.0076482558895048071 0.010906729763300822 -0.0061251539663114002 0.028644816809623601 0.00566718281694812 0.013930641136526919 -0.007865625828108784 0.00027280167701137158
leaf_weight=76 101 96 90 52 180 69 54 57 1128 62 58 67 71 63 59 68
leaf_count=76 101 96 90 52 180 69 54 57 1128 62 58 67 71 63 59 68
internal_value=0 0.00736229 -0.00481208 0.00836514 0.0095597 0.0203794 0.00840527 0.00905612 0.00844144 0.00162807 0.00697317 0.0193927 0.015372 0.00440525 0.00122061 0.00535819
internal_weight=0 2183 166 2017 1713 165 1548 1494 1437 304 1186 168 251 252 189 130
internal_count=2351 2183 166 2017 1713 165 1548 1494 1437 304 1186 168 251 252 189 130
is_linear=0
shrinkage=0.16829


Tree=3463
num_leaves=25
num_cat=0
split_feature=1 12 12 12 2 49 41 12 2 12 0 1 12 2 481 0 43 3 43 3 49 51 52 133
split_gain=42.1968 8.76675 4.01218 3.05973 2.73902 2.64801 2.40858 1.39775 1.37548 1.15988 0.948897 1.19417 0.827313 0.730326 0.587348 0.368818 0.425576 0.348327 0.633848 0.340858 0.395259 0.332474 0.246894 0.206591
threshold=0.10538500000000002 0.085090000000000013 0.054520000000000006 0.1072 0.092155000000000015 -0.0019649999999999997 0.07831500000000001 0.08870500000000002 0.11215000000000001 -0.029844999999999997 -0.053259999999999995 0.13148500000000005 0.11628000000000001 0.083935000000000023 -1.0000000180025095e-35 -0.096594999999999986 -0.00076499999999999995 -0.081224999999999978 -0.16205499999999998 -0.079864999999999978 0.09567500000000001 -0.033754999999999993 -0.0052199999999999989 -0.066879999999999981
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 5 4 -3 13 8 7 14 -2 -6 11 -7 17 -1 22 -16 23 18 -9 -19 -21 -20 -4 -17
right_child=1 3 6 -5 9 10 -8 12 -10 -11 -12 -13 -14 -15 15 16 -18 19 21 20 -22 -23 -24 -25
leaf_value=0.0016794446778732551 0.0013800976357831308 0.001863145670767552 0.0021635866701992705 0.00091408341006815196 0.0010268037114468422 0.00022585334377942418 0.0027192709572683381 0.0017298149016277259 0.00062293762080690236 0.0015868481101843292 7.9423606414761751e-05 0.0008363034442757523 0.0015560408663795519 0.0021986548205477751 0.0018076248938915377 0.0022441982784915378 0.002313862329732136 0.0016348670139440093 0.0023148012916149011 0.0019755405921396047 0.0016989637109114104 0.0020326521565074279 0.0024483484825331293 0.0020205732674377364
leaf_weight=52 52 100 67 59 76 71 54 68 53 87 82 69 64 71 54 56 86 55 58 283 73 257 74 330
leaf_count=52 52 100 67 59 76 71 54 68 53 87 82 69 64 71 54 56 86 55 58 283 73 257 74 330
internal_value=0 0.000875496 0.00196732 0.0015112 0.00160711 0.000566284 0.00203255 0.00200821 0.000998248 0.00132594 0.000361819 0.00052697 0.00191969 0.00197944 0.00212201 0.00207067 0.00210069 0.00194896 0.0020218 0.001881 0.00191893 0.00208472 0.00231329 0.00205311
internal_weight=0 486 1865 159 286 327 1579 1525 105 163 222 140 858 123 667 526 472 794 383 411 356 315 141 386
internal_count=2351 486 1865 159 286 327 1579 1525 105 163 222 140 858 123 667 526 472 794 383 411 356 315 141 386
is_linear=0
shrinkage=0.0032998


Tree=3464
num_leaves=26
num_cat=0
split_feature=1 12 12 12 41 15 15 160 1 12 48 15 48 1 15 15 1 13 42 12 15 13 12 157 2
split_gain=48.748 8.68278 3.95454 3.62849 2.09285 1.81319 1.59481 1.36816 1.32133 1.00966 0.987632 0.928041 0.814592 0.760939 0.6724 0.808301 0.717276 0.629172 0.562609 0.524897 0.639609 0.47634 0.376852 0.508174 0.310444
threshold=0.10538500000000002 0.023990000000000004 0.1072 0.077755000000000005 0.075585000000000013 0.12241500000000001 -0.2987999999999999 -1.0000000180025095e-35 0.094405000000000003 0.08598500000000002 0.078910000000000022 -0.025694999999999999 0.090085000000000012 1.0000000180025095e-35 -0.039984999999999993 0.091230000000000019 0.090150000000000022 -0.069874999999999979 0.11457500000000002 0.089885000000000007 -0.069404999999999981 -0.089024999999999979 0.08536500000000001 -0.085474999999999982 0.088820000000000024
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 6 17 8 5 9 7 -2 10 21 13 12 -8 -1 19 16 -16 -3 -17 24 -21 -5 23 -23 -11
right_child=1 2 -4 4 -6 -7 11 -9 -10 14 -12 -13 -14 -15 15 18 -18 -19 -20 20 -22 22 -24 -25 -26
leaf_value=0.0015882784261041737 0.00082820169358114671 0.0018122948816595454 0.0010010246245563215 0.0022060009511058049 0.0028591859603120896 0.0016714832797836787 0.0014192164826361444 0.00015940266078172266 0.0015734805370730845 0.0024762960917839279 0.0023900160092622143 0.0005877197724353029 0.00088769464131613351 0.0021019270080692085 0.0023409716914622515 0.0022391650319922036 0.0027338039091989366 0.0023310525406610972 0.0018587963296102141 0.0021314552156299466 0.0017243966123150719 0.0027293093536002386 0.0027443991084554896 0.0023567055317310417 0.0021502009894475366
leaf_weight=55 63 52 59 73 70 53 52 71 94 62 64 56 81 76 374 221 60 52 54 195 55 54 61 172 72
leaf_count=55 63 52 59 73 70 53 52 71 94 62 64 56 81 76 374 221 60 52 54 195 55 54 61 172 72
internal_value=0 0.00106352 0.00168457 0.00223704 0.00229948 0.00227344 0.00075 0.000474101 0.00189646 0.00229537 0.00205197 0.000945425 0.00109577 0.00188654 0.00224506 0.00230591 0.00239536 0.00207201 0.0021646 0.00213262 0.00204204 0.00244802 0.00250946 0.00244589 0.00230134
internal_weight=0 486 163 1865 1576 1506 323 134 289 1453 195 189 133 131 1093 709 434 104 275 384 250 360 287 226 134
internal_count=2351 486 163 1865 1576 1506 323 134 289 1453 195 189 133 131 1093 709 434 104 275 384 250 360 287 226 134
is_linear=0
shrinkage=0.0032998


Tree=3465
num_leaves=28
num_cat=0
split_feature=1 3 1 12 1 4 2 12 51 2 4 1 1 4 3 4 2 1 16 4 3 3 2 16 13 4 42
split_gain=67.0801 16.7076 4.82827 4.59891 4.46545 4.45312 2.89232 2.3741 1.23141 1.59513 1.19111 1.17731 1.0153 0.896631 0.732123 0.715256 0.711318 0.632722 0.559916 0.480496 0.551425 0.630112 0.466729 0.466307 0.399521 0.194083 0.0903159
threshold=0.10491000000000002 -0.053499999999999992 0.091785000000000019 0.088395000000000015 0.12719000000000003 0.41257000000000005 0.12330500000000001 0.087745000000000004 0.092460000000000014 0.088820000000000024 -0.0086449999999999982 0.14787500000000001 0.11224000000000002 0.022635000000000006 0.077930000000000013 -0.019794999999999997 0.083970000000000017 0.082265000000000019 0.0086100000000000013 0.0066850000000000008 -0.087414999999999979 -0.082844999999999988 0.087245000000000003 0.25761500000000009 -0.073099999999999984 0.024315000000000003 -0.093464999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 10 12 13 7 8 9 16 -4 14 -3 -2 -6 -11 17 -1 19 20 26 -22 -18 -20 -5 -17 -9
right_child=1 4 3 24 11 -7 -8 18 -10 15 -12 -13 -14 -15 -16 25 22 -19 23 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0029918215794668243 0.0023791578021796901 0.00064070374212031004 0.0017898813885238369 0.0024978131401283826 6.2804395124661306e-05 0.00096746466873234935 0.0016440615665910456 0.002343236638717907 0.0030569670886611239 0.0019518778766775624 0.0011100714558300738 -0.00025855863482971548 0.0011628957974336681 0.0018243504599207462 0.00059534096539546656 0.0025427957691820458 0.0024678394980870359 0.0025574581185705083 0.0019262899839610132 0.0021382923855479256 0.0027341392126981152 0.0023894723020663955 0.002745733287947129 0.0022827432859860749 0.0021534160163802201 0.0022570813067640263 0.002172154356952974
leaf_weight=89 67 76 52 63 54 52 53 62 52 59 62 52 88 62 59 58 271 65 72 101 78 246 91 96 96 54 105
leaf_count=89 67 76 52 63 54 52 53 62 52 59 62 52 88 62 59 58 271 65 72 101 78 246 91 96 96 54 105
internal_value=0 0.000978622 0.00233242 0.00192708 0.000535472 0.00178393 0.0024037 0.00243053 0.00256412 0.00252677 0.00142047 0.000151949 0.000921119 0.00211278 0.000341166 0.0022491 0.00261872 0.00280872 0.00230059 0.00234888 0.00239213 0.00247256 0.00253779 0.00213019 0.0022901 0.00240536 0.00223588
internal_weight=0 510 1825 273 329 181 1552 1499 739 687 114 165 164 129 113 171 516 154 760 592 491 324 362 168 159 112 167
internal_count=2335 510 1825 273 329 181 1552 1499 739 687 114 165 164 129 113 171 516 154 760 592 491 324 362 168 159 112 167
is_linear=0
shrinkage=0.0032998


Tree=3466
num_leaves=26
num_cat=0
split_feature=1 1 16 123 0 0 10 0 1 0 1 4 0 11 50 16 4 15 158 0 15 484 42 16 4
split_gain=62.8347 10.8648 7.26463 5.01958 2.7752 5.13492 2.5698 2.40377 2.80739 2.21373 1.35068 2.37994 1.40805 1.15937 0.847074 0.767789 0.634248 0.469875 0.465117 0.792957 0.392079 0.315333 0.319315 0.248456 0.0547543
threshold=0.10538500000000002 0.12640500000000002 0.23993500000000004 1.0000000180025095e-35 -0.12118 -0.07081999999999998 -1.0000000180025095e-35 -0.079119999999999982 0.092900000000000024 -0.075914999999999996 0.080475000000000005 -0.17689999999999997 -0.060199999999999997 1.0000000180025095e-35 0.089465000000000017 -0.28430999999999995 -0.080954999999999985 0.084785000000000013 0.080150000000000013 -0.11169999999999998 0.085790000000000019 -1.0000000180025095e-35 0.096490000000000006 0.10923000000000001 -0.051459999999999992
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 4 7 15 -6 -3 8 13 -8 12 -12 21 16 -13 -2 17 -1 19 -18 -19 -9 24 -14 -23
right_child=1 6 -4 -5 5 -7 9 10 -10 -11 11 14 23 -15 -16 -17 18 20 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0033300143599232029 0.0015802863117978451 0.00033813156387179331 0.002960570673017479 0.0020239544117773949 0.0027811235491938557 0.0014557084223967582 0.00076263913067170497 0.0025300757617894984 0.0023885852963307207 0.001569348547783225 0.003398865002696727 0.0023974836770905518 0.0021454885131551946 0.0035054711950076238 0.0029466979296101699 0.0010154587013619482 0.0025991288454770014 0.0028134391708250382 0.0031712443259807621 0.0029661168473584633 0.0031367997262617448 0.0026583408934250184 0.0030506209766173369 0.0024503376668270059 0.0028193678712764222
leaf_weight=98 52 53 62 73 55 76 71 52 79 78 78 65 52 55 60 54 74 59 100 581 157 64 53 76 58
leaf_count=98 52 53 62 73 55 76 71 52 79 78 78 65 52 55 60 54 74 59 100 581 157 64 53 76 58
internal_value=0 0.00155466 0.00195419 0.00287343 0.00169076 0.00201245 0.000963109 0.00290863 0.00299196 0.00118518 0.0027289 0.00294493 0.00260527 0.00303434 0.00266139 0.00129288 0.00301007 0.00313657 0.00295741 0.00292471 0.00304864 0.00276216 0.00283092 0.00232677 0.00273518
internal_weight=0 501 299 1834 237 131 202 1761 1203 149 558 203 355 1124 125 106 1069 314 755 655 216 227 175 128 122
internal_count=2335 501 299 1834 237 131 202 1761 1203 149 558 203 355 1124 125 106 1069 314 755 655 216 227 175 128 122
is_linear=0
shrinkage=0.0032998


Tree=3467
num_leaves=25
num_cat=0
split_feature=1 52 1 2 0 1 0 0 402 13 50 43 0 0 52 0 480 4 0 1 4 0 2 4
split_gain=29.5749 6.62019 3.54953 3.58228 3.04981 2.77117 1.77664 1.61256 1.75304 1.34374 1.09783 0.737907 0.736163 1.08416 0.561154 1.15041 0.52882 0.665934 0.686183 0.504093 0.487082 0.434438 0.384833 0.425912
threshold=0.10335000000000001 -0.40809499999999993 0.12640500000000002 1.0000000180025095e-35 -0.068669999999999995 0.091785000000000019 -0.090889999999999985 -0.079119999999999982 0.086055000000000006 -0.016999999999999998 0.089145000000000016 -0.11162499999999999 -0.14216999999999999 -0.11169999999999998 -0.084674999999999986 -0.076209999999999986 0.086995000000000017 0.053455000000000009 -0.096594999999999986 0.081755000000000008 0.50569000000000008 -0.14310999999999999 0.11827500000000002 -0.073714999999999989
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=5 -2 3 4 -3 7 -7 12 10 20 11 -9 19 -14 -8 -16 17 18 -15 -1 -4 -5 23 -13
right_child=1 2 9 21 -6 6 14 8 -10 -11 -12 22 13 16 15 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0027668304379796439 0.0022796381759898564 0.0024247855661817834 0.0007990739513477911 0.00092509058347656832 0.0013083418075378001 0.0014193095084229139 0.0023149377013759673 0.0015298394699631581 0.0026140220053308991 0.0011280520409906339 0.0024041987823099995 0.0021825400856153479 0.0017996432196696228 0.0026990405352943906 0.0022413261307346506 0.0015744230473574651 0.0020036253379937035 0.0019846303454750663 0.0023029505345764909 0.0023148761689778725 0.00036371378991302046 0.0012575536273759641 0.0017078530096845416 0.0018880917598513608
leaf_weight=55 64 53 54 86 54 77 52 52 52 82 54 102 55 52 55 59 72 68 760 56 59 88 54 120
leaf_count=55 64 53 54 86 54 77 52 52 52 82 54 102 55 52 55 59 72 68 760 56 59 88 54 120
internal_value=0 0.00128267 0.00114854 0.00138609 0.00186168 0.00216363 0.00183512 0.00221504 0.00204354 0.00080605 0.00196579 0.00189351 0.00228158 0.00225316 0.00202778 0.00189648 0.00227932 0.00230184 0.00232836 0.00253913 0.000572074 0.00109344 0.0019619 0.00202354
internal_weight=0 540 476 281 107 1795 243 1552 434 195 382 328 1118 1007 166 114 952 880 812 111 113 174 276 222
internal_count=2335 540 476 281 107 1795 243 1552 434 195 382 328 1118 1007 166 114 952 880 812 111 113 174 276 222
is_linear=0
shrinkage=0.0032998


Tree=3468
num_leaves=23
num_cat=0
split_feature=1 12 1 39 1 2 14 4 4 1 39 4 12 43 4 43 43 47 13 2 43 0
split_gain=90.3616 18.5089 7.66574 6.38628 4.6225 4.22864 2.90269 2.17857 1.98067 1.85191 1.84368 1.13103 1.501 1.37262 1.07149 1.04507 0.971504 0.834475 0.831759 0.756554 0.537391 0.451749
threshold=0.10538500000000002 0.087545000000000026 0.12282000000000001 0.081875000000000017 0.14641500000000005 0.11366500000000002 0.054835000000000009 0.0049200000000000008 0.018150000000000003 0.079865000000000019 0.095830000000000012 -0.081189999999999984 0.085005000000000011 -0.11741999999999998 0.076415000000000025 -0.082354999999999984 -0.0065549999999999992 0.078875000000000015 -0.053824999999999991 0.098150000000000015 -0.088004999999999986 -0.10185499999999999
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 4 7 5 10 6 8 -3 11 19 14 12 16 -14 -2 20 -1 -17 -7 -10 -13 -16
right_child=1 2 -4 -5 -6 18 -8 -9 9 -11 -12 15 13 -15 21 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0029432304861633772 0.00010463082875788245 0.0023682098632054407 0.00034010034962224394 0.0012670620850437028 -0.00082980559304265554 0.0018277332208623826 0.0028564266397516813 0.0014595386228156413 0.0022593978340437215 0.0012979346170264761 -0.00031554971231068194 0.0021584928795221107 0.0018334733457853868 0.0023195485809048995 0.00075442835537998056 0.0019956292108548523 0.0023695787614605021 0.0023822483894964221 0.0012584986938644668 0.0017609635583641873 0.0024540244431909583 0.00035220409964568326
leaf_weight=58 100 52 52 98 54 52 66 65 74 52 55 158 83 278 65 524 75 70 62 62 122 58
leaf_count=58 100 52 52 98 54 52 66 65 74 52 55 158 83 278 65 524 75 70 62 62 122 58
internal_value=0 0.000506131 0.0013951 0.00208749 5.35061e-05 0.00213379 0.00217701 0.00186369 0.00214817 0.00182946 0.000225211 0.00219195 0.00231892 0.00220789 0.000358741 0.00212014 0.00262001 0.00204125 0.00151846 0.00203243 0.00228739 0.000565048
internal_weight=0 501 169 1834 332 1736 1622 117 1556 188 278 1368 494 361 223 874 133 594 114 136 280 123
internal_count=2335 501 169 1834 332 1736 1622 117 1556 188 278 1368 494 361 223 874 133 594 114 136 280 123
is_linear=0
shrinkage=0.0032998


Tree=3469
num_leaves=28
num_cat=0
split_feature=1 3 1 16 3 39 1 13 15 3 0 13 41 0 0 16 0 16 15 1456 0 16 48 3 3 13 43
split_gain=56.3462 18.5002 5.54019 2.98177 2.673 2.2271 1.68314 1.3984 1.84714 2.82102 1.31481 1.26664 1.20689 0.98838 0.65274 0.612469 0.529292 0.526548 0.416325 0.77113 0.391168 0.390771 0.352648 0.341234 0.18426 0.314822 0.210549
threshold=0.10335000000000001 -0.053499999999999992 0.14787500000000001 -0.41163499999999992 -0.068254999999999982 0.089130000000000015 0.091330000000000008 -0.00051499999999999994 -0.025694999999999999 -0.13088999999999998 -0.099059999999999995 -0.008624999999999999 1.0000000180025095e-35 -0.10120999999999998 -0.079119999999999982 -0.038799999999999994 -0.099059999999999995 -0.040964999999999994 -0.039984999999999993 0.079435000000000019 -0.063914999999999986 -0.073309999999999986 0.08955500000000001 -0.079519999999999993 -0.08095999999999999 -0.050754999999999995 -0.0040649999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 7 10 11 12 -9 -10 22 17 13 -1 18 -13 -8 -6 23 -20 -5 -11 -3 -15 25 -16 -26
right_child=1 2 -4 20 6 -7 16 8 9 21 -12 15 -14 14 24 -17 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28
leaf_value=0.0020298379688642688 0.0013665940503191413 0.0010319452551218156 -0.00030276011647894054 0.0024614395266331821 0.0022096903236566629 0.00046788714401873991 0.0015300491515892181 0.0017831119742486795 0.002921896490110063 0.0022522175706007966 0.0014676659211569835 0.0021927125285929917 0.0029687102987348592 0.0024994587115851554 0.002044804859450185 0.0026379376737353257 0.0020036644990779374 0.0017618259619369919 0.0025445138970982698 0.0029616061851367535 0.0020897560118765431 0.0018917163858701608 0.0006754689440687672 0.0022208967820161653 0.002537996006206323 0.0024126165868650837 0.0022689860970998097
leaf_weight=55 64 73 52 52 64 100 53 75 72 94 63 56 55 176 53 90 52 54 477 55 83 53 53 70 77 53 61
leaf_count=55 64 73 52 52 64 100 53 75 72 94 63 56 55 176 53 90 52 54 477 55 83 53 53 70 77 53 61
internal_value=0 0.00115504 0.0006883 0.00195466 0.00237091 0.000866745 0.00211985 0.00243585 0.00223192 0.00238546 0.00107759 0.00226087 0.00248878 0.00246424 0.00248759 0.00246741 0.00176494 0.00200503 0.00253483 0.0025877 0.00223318 0.00212248 0.000882278 0.00242034 0.00233682 0.00222904 0.00241934
internal_weight=0 540 341 199 1795 289 369 1426 294 219 189 264 1132 1077 1022 146 105 118 778 532 135 147 126 246 244 106 138
internal_count=2335 540 341 199 1795 289 369 1426 294 219 189 264 1132 1077 1022 146 105 118 778 532 135 147 126 246 244 106 138
is_linear=0
shrinkage=0.0032998


Tree=3470
num_leaves=24
num_cat=0
split_feature=4 3 3 3 42 13 4 3 0 4 3 0 13 3 15 48 4 13 4 42 42 133 13
split_gain=54.2969 15.055 5.23932 2.98427 4.8531 2.91541 2.75199 5.92535 2.11847 1.92599 1.8413 2.29128 1.17437 1.11383 0.980942 0.934604 0.886869 1.00215 0.489079 0.481354 0.525682 0.445941 0.16647
threshold=0.30163500000000004 -0.063814999999999997 0.20828500000000003 -0.0053599999999999993 -1.0000000180025095e-35 -0.009329999999999998 -0.057539999999999994 0.092330000000000009 -0.14822499999999997 0.053455000000000009 0.20828500000000003 -0.10803999999999998 -0.085164999999999977 -0.082134999999999986 -0.42443999999999993 0.093265000000000015 -0.47860499999999995 0.0083850000000000018 0.065590000000000009 0.083925000000000013 0.085790000000000019 -0.062749999999999986 -0.064754999999999993
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=1 8 3 4 -3 -6 -5 -8 -1 12 11 -2 13 19 -13 16 -14 -18 -11 -10 -21 -15 -20
right_child=10 2 -4 6 5 -7 7 -9 9 18 -12 14 15 21 -16 -17 17 -19 22 20 -22 -23 -24
leaf_value=0.0030067873637578128 0.0012496956254941457 0.0022501328000531814 0.00076905644719382662 0.0025281462306389817 0.0015771725704909845 0.00059760901275471203 0.0023449921204741092 0.0010174087226467207 0.0029995599208831841 0.0017733149648133069 7.8522592457724744e-05 0.00074383694012420602 0.0027763297316327341 0.002547217830996516 0.00017146954344877176 0.0019718134309332832 0.0023951506351944378 0.0021065616475433591 0.0022706170935021508 0.0023843832455841189 0.002858852711323624 0.0022033244696992374 0.0020093900410648523
leaf_weight=57 71 73 55 97 86 54 92 61 61 57 53 83 56 87 54 70 765 161 63 52 53 83 53
leaf_count=57 71 73 55 97 86 54 92 61 61 57 53 83 56 87 54 70 765 161 63 52 53 83 53
internal_value=0 0.00222289 0.00173303 0.00184746 0.0015598 0.00119959 0.00209241 0.00181592 0.0023797 0.00235677 0.000628328 0.000768253 0.00239783 0.00256877 0.000518489 0.00234321 0.00236965 0.00234501 0.00202714 0.00276235 0.00262421 0.00237952 0.00215157
internal_weight=0 2136 518 463 213 140 250 153 1618 1561 261 208 1388 336 137 1052 982 926 173 166 105 170 116
internal_count=2397 2136 518 463 213 140 250 153 1618 1561 261 208 1388 336 137 1052 982 926 173 166 105 170 116
is_linear=0
shrinkage=0.0032998


Tree=3471
num_leaves=19
num_cat=0
split_feature=4 151 3 448 157 16 4 1 3 3 42 158 42 42 1 1 1 133
split_gain=2.91135 0.765081 1.87856 0.537637 0.49616 0.783174 0.867479 1.12959 0.776124 0.602794 0.491345 0.447792 0.434753 0.380145 0.362815 0.359009 0.318655 0.233737
threshold=0.30163500000000004 0.009020000000000002 -0.076254999999999989 -0.076874999999999985 -0.082259999999999986 0.041625000000000002 -0.15450999999999995 0.095695000000000016 -0.15078499999999997 -0.026769999999999999 0.08870500000000002 0.11174500000000002 0.083985000000000018 0.089840000000000017 0.089710000000000026 0.11239500000000001 0.13418500000000003 0.093255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 12 6 -6 11 -7 -9 15 -8 -5 14 -10 -2 -17 -15
right_child=10 2 -4 4 5 8 7 9 13 -11 -12 -13 -14 17 -16 16 -18 -19
leaf_value=0.038531506609684858 0.019697608067765181 0.03037867294795819 -0.014425015260048095 0.038406055413020931 0.043325319193054969 -0.0048807445951681372 0.024630345111244872 0.020079041796241558 0.016978278691023436 0.0010495136952767044 -0.0072217033444538755 0.0088803748018461848 0.021972729183526621 0.028940645700307702 0.0009836758429825356 -0.0069303967781053416 0.010734220916679403 0.014791690504172511
leaf_weight=56 52 52 54 91 56 52 1099 88 138 102 92 54 93 91 57 52 65 53
leaf_count=56 52 52 54 91 56 52 1099 88 138 102 92 54 93 91 57 52 65 53
internal_value=0 0.021501 0.0075372 0.0222293 0.0217659 0.0209072 0.0227703 0.0219119 0.0142364 0.00987265 0.00266447 0.0238943 0.0301098 0.0171741 0.0123121 0.00805692 0.00286792 0.0237455
internal_weight=0 2136 106 2030 1974 1790 1399 1343 391 190 261 1153 184 339 195 169 117 144
internal_count=2397 2136 106 2030 1974 1790 1399 1343 391 190 261 1153 184 339 195 169 117 144
is_linear=0
shrinkage=0.16829


Tree=3472
num_leaves=16
num_cat=0
split_feature=4 457 148 0 4 0 0 1 13 43 12 0 1 4 42
split_gain=2.03773 0.707369 0.668156 0.543053 0.546913 0.629629 1.43754 0.417615 0.512256 0.397415 0.536463 0.381893 0.335465 0.224161 0.208954
threshold=0.26450500000000005 0.10164000000000001 -0.078719999999999984 -0.17785499999999996 0.054560000000000004 -0.11208499999999998 -0.14803999999999998 0.10871500000000002 -0.085409999999999986 -0.070049999999999987 -0.06202499999999999 -0.10653 0.12180500000000001 0.065590000000000009 0.087800000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -7 12 -11 -12 -2 -6 -15
right_child=9 -3 3 4 13 7 -8 -9 -10 10 11 -13 -14 14 -16
leaf_value=0.03595752054121603 0.0043089919586027344 0.00015912911820268247 0.03472067224006057 0.02452612196718636 0.0018865792535184701 0.024560740393662992 -0.011879534606810587 0.030303153245824718 0.017102478700285268 0.021842698512685822 0.010328694629846862 -0.0071100515783786584 -0.014698180110308481 0.0082986612693739716 0.020047168774944436
leaf_weight=61 53 61 54 64 68 343 59 97 1110 55 77 66 52 102 75
leaf_count=61 53 61 54 64 68 343 59 97 1110 55 77 66 52 102 75
internal_value=0 0.0180454 0.0185811 0.0180427 0.0175722 0.018661 0.00704864 0.0195813 0.0188643 0.00327216 0.00771411 0.00226748 -0.00508697 0.0101301 0.013287
internal_weight=0 2094 2033 1972 1918 1673 123 1550 1453 303 198 143 105 245 177
internal_count=2397 2094 2033 1972 1918 1673 123 1550 1453 303 198 143 105 245 177
is_linear=0
shrinkage=0.16829


Tree=3473
num_leaves=15
num_cat=0
split_feature=4 2 50 52 11 2 2 42 0 49 3 3 3 2
split_gain=1.42228 0.604195 0.665719 0.558045 0.488021 1.0001 0.743781 0.469615 0.465618 1.28421 0.549687 0.394201 0.358449 0.332878
threshold=0.27161500000000005 0.14461000000000004 0.13120500000000004 0.40945500000000007 1.0000000180025095e-35 0.097145000000000023 -0.0091949999999999983 0.090515000000000012 -0.13314999999999996 -0.053904999999999988 -0.038414999999999998 -0.010299999999999998 -0.14265999999999998 0.10774000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -5 9 -8 -10 12 -2 -13
right_child=11 -3 -4 7 5 -7 8 -9 10 -11 -12 13 -14 -15
leaf_value=-0.0022509314427438549 -0.00073235020438371242 -0.00062979446052183067 0.032810930545907162 -0.0075209737053847188 0.038972846835649999 0.010131698937807387 0.024362696763825364 0.014679346498131842 0.015375669533560978 -0.0059286460196153919 0.025885472746273716 -0.013313634498647742 0.017214244258478277 0.0027199176210604904
leaf_weight=69 57 68 61 56 72 65 69 52 1353 93 158 60 70 94
leaf_count=69 57 68 61 56 72 65 69 52 1353 93 158 60 70 94
internal_value=0 0.0149511 0.0154693 0.014936 0.0156124 0.0253022 0.0148493 0.00315143 0.0155557 0.00696213 0.0164758 0.00220039 0.00914533 -0.00351526
internal_weight=0 2116 2048 1987 1879 137 1742 108 1673 162 1511 281 127 154
internal_count=2397 2116 2048 1987 1879 137 1742 108 1673 162 1511 281 127 154
is_linear=0
shrinkage=0.16829


Tree=3474
num_leaves=14
num_cat=0
split_feature=4 1375 0 150 1 4 457 1 12 52 43 1 13
split_gain=0.983866 0.473487 0.724647 0.478368 0.625373 0.839576 0.679671 0.396453 0.476138 0.299253 0.439468 0.296904 0.2635
threshold=0.27161500000000005 -0.080114999999999978 -0.16802499999999995 0.089155000000000012 0.11039500000000001 -0.0097949999999999982 -0.084984999999999991 0.10471500000000002 -0.06202499999999999 0.044705000000000002 -0.072864999999999985 0.13251500000000002 -0.082804999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 8 -8 10 -2 -12 -5
right_child=9 2 3 12 5 -7 7 -9 -10 -11 11 -13 -14
leaf_value=-0.00049667495871762635 -0.013239139383261975 0.030711592459267675 0.028476479220300718 -0.0066926414088485826 0.037441455773680389 0.011633076037245955 0.024688251785951139 -0.0015518335398641754 0.01126496142284032 0.011366595199018574 -0.0023624973724657564 0.01303278889189766 0.0099295531453927836
leaf_weight=77 62 63 69 55 67 77 79 64 1512 70 91 58 53
leaf_count=77 62 63 69 55 67 77 79 64 1512 70 91 58 53
internal_value=0 0.0124353 0.0129245 0.0123565 0.0129862 0.0236536 0.0120942 0.0114101 0.0119326 0.00182901 -0.0013266 0.00361824 0.00144791
internal_weight=0 2116 2039 1976 1868 144 1724 1655 1591 281 211 149 108
internal_count=2397 2116 2039 1976 1868 144 1724 1655 1591 281 211 149 108
is_linear=0
shrinkage=0.16829


Tree=3475
num_leaves=26
num_cat=0
split_feature=12 13 12 43 16 16 457 133 12 51 16 50 51 159 133 42 50 43 484 42 51 159 13 402 13
split_gain=31.7185 6.66301 6.15552 2.97191 3.58985 2.03863 1.91195 2.78755 1.12177 0.955827 0.805659 0.792537 1.1883 0.788649 1.26466 0.770214 0.654649 0.650155 0.997822 0.597771 0.551596 0.532808 0.874507 0.423571 0.276484
threshold=1.0000000180025095e-35 -0.0034149999999999996 0.1072 -0.051239999999999987 -0.074874999999999983 -0.098324999999999982 0.048870000000000004 -0.0097699999999999992 0.095330000000000012 -0.023134999999999996 -0.089984999999999996 0.041865000000000006 0.0089800000000000019 0.081925000000000012 0.048695000000000009 -0.018574999999999998 0.090210000000000012 -0.090809999999999988 0.087020000000000014 0.082755000000000009 -0.055564999999999996 -0.020314999999999996 -0.086804999999999979 0.10607000000000001 -0.04009999999999999
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=1 6 8 -3 -5 -4 7 -1 11 -6 -10 12 17 14 -9 -7 -13 19 23 -2 -12 -18 -23 -19 -22
right_child=2 3 5 4 9 15 -8 13 10 -11 20 16 -14 -15 -16 -17 21 18 -20 -21 24 22 -24 -25 -26
leaf_value=0.0014075861244980455 0.0021511133787610768 0.00088313238662999583 0.00096839449045538391 0.0011986982527979785 0.0017986072593836099 0.0019807306981978389 0.0013979069520165385 0.00037195490674683866 0.0015956361728573869 0.0023384528630228845 0.0018430311375125536 0.0026760390667918241 0.0017346389096592552 0.00025301529699234943 0.0010190812580910269 0.0015001024454871382 0.0024505637141967293 0.0022008372605991657 0.0025973179144311164 0.0017142093857642176 0.0020158970597668482 0.0024760948208699136 0.001935446991728177 0.0018978456805418265 0.0022871604006696102
leaf_weight=52 83 60 53 94 87 69 57 66 54 62 100 52 74 66 66 79 100 581 68 60 84 52 91 57 88
leaf_count=52 83 60 53 94 87 69 57 66 54 62 100 52 74 66 66 79 100 581 68 60 84 52 91 57 88
internal_value=0 0.00119474 0.00206904 0.00154203 0.00170457 0.00152524 0.000851868 0.00072723 0.00213981 0.00202348 0.00196681 0.00218608 0.00213805 0.000548373 0.000695785 0.00172442 0.00233627 0.00217317 0.00221466 0.00196804 0.00204036 0.00226341 0.00213229 0.00217382 0.00215489
internal_weight=0 610 1745 303 243 201 307 250 1544 149 326 1218 923 198 132 148 295 849 706 143 272 243 143 638 172
internal_count=2355 610 1745 303 243 201 307 250 1544 149 326 1218 923 198 132 148 295 849 706 143 272 243 143 638 172
is_linear=0
shrinkage=0.0032998


Tree=3476
num_leaves=21
num_cat=0
split_feature=1 2 2 150 15 39 3 4 3 1 2 4 3 3 13 51 13 15 15 4
split_gain=39.7043 7.89715 5.68347 4.57041 4.43361 2.67781 1.69878 1.53014 0.824677 0.815813 0.741785 0.738515 1.29761 1.13492 0.668769 0.645148 0.614652 0.773263 0.439259 0.162067
threshold=0.10892500000000001 0.14823500000000003 0.09857500000000001 1.0000000180025095e-35 -0.077559999999999976 0.084535000000000013 -0.066704999999999987 -0.37626499999999991 -0.016479999999999998 0.12450500000000002 0.09796500000000001 -0.47860499999999995 0.081640000000000004 -0.055009999999999996 0.0049200000000000008 -0.093639999999999987 0.0083850000000000018 -0.040804999999999994 0.083590000000000012 0.053455000000000009
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 4 5 7 6 11 -2 -4 16 -8 -6 -1 13 14 15 -13 17 19 -16 -9
right_child=1 -3 3 -5 10 -7 9 8 -10 -11 -12 12 -14 -15 18 -17 -18 -19 -20 -21
leaf_value=0.0026078835810550973 0.0013713262958566336 7.4231610932744672e-06 0.0022838504414668596 0.00088482458136221562 0.0018919078152656997 0.0015263664539851471 0.0009451649124546591 0.0019647354048185142 0.0014938585509233931 0.00045188739980150082 0.0013694016516723297 0.0018727735967726485 0.0017176905513792437 0.002705540486361506 0.0018047430441442878 0.0022536338228873153 0.0016078102405477864 0.0023164237207899661 0.0021499749407953512 0.0017175057932678466
leaf_weight=52 55 78 86 56 71 64 71 61 80 76 52 52 58 52 69 1036 66 54 103 63
leaf_count=52 55 78 86 56 71 64 71 61 80 76 52 52 58 52 69 1036 66 54 103 63
internal_value=0 0.000950776 0.0020886 0.00177025 0.00117707 0.00218841 0.000875958 0.0018911 0.00178674 0.000690377 0.0016713 0.00221819 0.00220337 0.00222481 0.00220494 0.00223546 0.00188262 0.00198432 0.00201169 0.00183941
internal_weight=0 403 1952 466 325 1486 202 410 324 147 123 1422 1370 1312 1260 1088 244 178 172 124
internal_count=2355 403 1952 466 325 1486 202 410 324 147 123 1422 1370 1312 1260 1088 244 178 172 124
is_linear=0
shrinkage=0.0032998


Tree=3477
num_leaves=14
num_cat=0
split_feature=2 43 1456 0 0 1 43 11 3 43 1 484 16
split_gain=1.21421 0.831681 0.472072 0.631189 0.440755 0.42008 1.34777 0.494784 0.548106 0.405181 0.371785 0.441886 0.128859
threshold=0.13631000000000001 -0.50149499999999991 -0.00059999999999999995 -0.22607999999999998 -0.15503499999999998 0.11130500000000002 -0.0070549999999999996 0.080705000000000013 -0.10032499999999998 -0.049364999999999992 0.079865000000000019 0.056325000000000007 0.00088000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 -5 7 12 8 -6 -2 11 -3 -7
right_child=9 2 3 4 5 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0080181615982919015 0.0074408930606319002 0.0067714829314431159 -0.0028922679355325399 0.0265955514817715 0.0012404957223190996 -0.013559746918209079 0.020136863215407037 0.026247433070690558 0.013389674001109259 -0.0095690671450712906 0.030766713917449395 0.026790008425978312 -0.0018895098868159236
leaf_weight=55 67 73 76 63 114 54 90 78 1410 97 69 55 54
leaf_count=55 67 73 76 63 114 54 90 78 1410 97 69 55 54
internal_value=0 0.0123948 0.0129212 0.0121216 0.012735 0.0122489 0.00492154 0.0131534 0.0124821 -0.00260892 0.0207831 0.0153872 -0.00774126
internal_weight=0 2191 2136 1939 1863 1800 198 1602 1524 164 197 128 108
internal_count=2355 2191 2136 1939 1863 1800 198 1602 1524 164 197 128 108
is_linear=0
shrinkage=0.16829


Tree=3478
num_leaves=14
num_cat=0
split_feature=2 483 0 1213 133 15 393 2 1429 4 484 482 1456
split_gain=1.00029 0.447043 0.464266 0.452012 0.798343 0.504893 0.455975 0.471774 0.428812 0.3909 0.302104 0.626734 0.105444
threshold=0.17000000000000001 0.086010000000000017 -0.22607999999999998 0.0049450000000000006 -0.0097699999999999992 -0.42075999999999997 0.086855000000000016 -0.043079999999999993 -0.047929999999999993 -0.075414999999999982 -0.060519999999999997 0.087870000000000018 0.084020000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 -4 7 -7 -9 -5 12 -12 -3
right_child=-2 10 3 4 -6 6 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0026315952179148437 -0.013403979691926037 0.016100828064055241 -0.0019545059528672431 0.019633535126686322 -0.009209792180616393 0.025947732333562918 -0.0036558569353154222 -0.00095852073451561416 0.011823498566459338 0.00033506575946886817 0.036326182472149054 0.01074258819511453 0.006296976023924079
leaf_weight=90 53 64 86 70 94 64 56 78 1477 52 54 55 62
leaf_count=90 53 64 86 70 94 64 56 78 1477 52 54 55 62
internal_value=0 0.00996634 0.00917368 0.00971201 0.00243542 0.0106035 0.0112494 0.011766 0.0111812 0.0114227 0.0169307 0.0234335 0.011291
internal_weight=0 2302 2067 1977 216 1761 1675 1619 1555 122 235 109 126
internal_count=2355 2302 2067 1977 216 1761 1675 1619 1555 122 235 109 126
is_linear=0
shrinkage=0.16829


Tree=3479
num_leaves=23
num_cat=0
split_feature=1 1 3 0 2 43 48 2 3 0 3 0 16 2 0 483 2 133 42 52 3 42
split_gain=33.0302 5.58458 5.37242 4.95843 2.01257 3.1132 1.84704 1.82357 1.78915 1.15561 0.791972 0.854255 0.759637 0.740426 0.565695 0.520675 0.576926 0.995364 0.724678 0.464643 0.239674 0.189824
threshold=0.11130500000000002 0.092860000000000012 -0.049204999999999992 -0.14454499999999995 0.14530500000000005 -0.049914999999999994 1.0000000180025095e-35 0.09857500000000001 0.15251000000000001 -0.045754999999999997 0.086245000000000016 -0.14822499999999997 0.081265000000000018 0.11123500000000001 -0.076539999999999983 -0.090599999999999986 0.090000000000000011 0.024130000000000002 0.084145000000000011 0.044705000000000002 -0.072579999999999992 0.082755000000000009
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 7 13 -3 5 -4 12 10 -7 19 11 -1 14 -2 -5 -13 18 -18 -17 20 -9 -21
right_child=2 3 4 6 -6 8 -8 9 -10 -11 -12 15 -14 -15 -16 16 17 -19 -20 21 -22 -23
leaf_value=0.0025503632618238438 0.0017138496063069488 0.00098008460447364712 0.0002921748314813565 0.0020154104900430118 0.00017259842732791016 0.0016226627331186001 0.0013042675622809803 0.0019349160211688946 0.00075519010469030979 0.0014252091065426694 0.0017471984267147559 0.0024500401389127183 0.0022606474015669986 0.0011938781013353635 0.0016212308570860334 0.0022469519945254222 0.0017795904335185138 0.0021654690905196345 0.0020495900286062415 0.0022343824984796426 0.0016456254484623835 0.0019512915909378702
leaf_weight=55 67 96 71 96 73 52 56 75 52 59 58 53 71 55 70 448 139 157 383 59 58 52
leaf_count=55 67 96 71 96 73 52 56 75 52 59 58 53 71 55 70 448 139 157 383 59 58 52
internal_value=0 0.00198667 0.000912594 0.00163172 0.00063346 0.000825504 0.00184511 0.00207316 0.00118927 0.00184188 0.00212733 0.00214516 0.00197275 0.00147973 0.0018494 0.00212624 0.00211098 0.00198438 0.00215603 0.00194249 0.00180902 0.00210208
internal_weight=0 1985 370 389 248 175 293 1596 104 303 1293 1235 237 122 166 1180 1127 296 831 244 133 111
internal_count=2355 1985 370 389 248 175 293 1596 104 303 1293 1235 237 122 166 1180 1127 296 831 244 133 111
is_linear=0
shrinkage=0.0032998


Tree=3480
num_leaves=26
num_cat=0
split_feature=1 12 1 1 12 1 1 52 52 16 3 3 43 3 42 12 16 16 12 43 3 3 12 52 16
split_gain=41.5525 10.1583 7.31449 3.05918 1.89816 1.54387 1.13005 1.09357 1.75114 0.9918 0.93755 0.803978 0.703962 0.979762 0.701447 0.583574 0.528862 0.711849 0.485724 0.463096 0.393468 0.409925 0.332898 0.224592 0.146512
threshold=0.12450500000000002 0.054520000000000006 0.10557500000000002 0.14262000000000002 0.087745000000000004 0.11224000000000002 0.083555000000000018 0.08321000000000002 -0.092059999999999989 -0.075779999999999986 -0.11197999999999998 -0.15197999999999998 -0.049364999999999992 0.085315000000000016 0.11964500000000002 0.084055000000000005 0.21684500000000004 0.40737000000000007 0.084710000000000021 -0.088164999999999979 -0.087084999999999982 -0.081854999999999997 0.086620000000000016 0.038145000000000005 -0.081934999999999994
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=1 2 7 9 6 -4 15 8 -1 -2 11 -6 -10 -14 16 23 20 -18 -17 -20 24 -22 -21 -3 -12
right_child=3 4 5 -5 10 -7 -8 -9 12 -11 14 -13 13 -15 -16 18 17 -19 19 22 21 -23 -24 -25 -26
leaf_value=0.0020909787231697674 0.00042174605218748916 0.0024805901227721492 0.00055173314848613224 -0.00014730910014895538 0.0019813828699118967 0.0011908020831836721 0.0017665022440297652 0.0021909210803903482 0.0011652079546914079 0.0010064087215916598 0.0016772452596364059 0.0024872283189232096 0.0019228925483415432 0.0012982845330865302 0.0015655707018514772 0.001875089788389733 0.0014755893418509809 0.0019252353029627198 0.00246216714813971 0.0020353561133246161 0.0021411984009208035 0.0019383967986422116 0.0022925660660225297 0.0022107672051082045 0.0018896159040099471
leaf_weight=75 75 100 75 81 92 92 71 55 53 55 63 56 59 52 69 64 66 95 59 153 155 403 91 56 97
leaf_count=75 75 100 75 81 92 92 71 55 53 55 63 56 59 52 69 64 66 95 59 153 155 403 91 56 97
internal_value=0 0.0018904 0.00145594 0.000355694 0.00200889 0.000904006 0.0021596 0.00176933 0.00167216 0.000669374 0.00192717 0.00217302 0.00148041 0.0016306 0.00188876 0.0022129 0.00191409 0.00174113 0.00214009 0.00219595 0.00195282 0.00199479 0.00213143 0.00238396 0.00180622
internal_weight=0 2151 461 211 1690 167 594 294 239 130 1096 148 164 111 948 523 879 161 367 303 718 558 244 156 160
internal_count=2362 2151 461 211 1690 167 594 294 239 130 1096 148 164 111 948 523 879 161 367 303 718 558 244 156 160
is_linear=0
shrinkage=0.0032998


Tree=3481
num_leaves=22
num_cat=0
split_feature=2 2 2 2 4 0 3 13 13 0 4 0 2 1213 4 3 0 3 42 13 43
split_gain=23.9972 12.3849 6.01551 3.84865 2.99276 2.20915 1.88633 0.797799 0.723551 1.12185 0.717981 0.709103 0.671413 0.58828 0.726333 0.516091 0.578714 0.421194 0.418097 0.349085 0.341695
threshold=0.13631000000000001 -1.0000000180025095e-35 0.098150000000000015 0.16730000000000003 0.45363500000000007 -0.13740499999999997 0.092330000000000009 -0.089189999999999978 0.0061450000000000003 0.10798500000000001 0.053455000000000009 -0.14989499999999997 0.10859000000000001 -0.071559999999999985 -0.079939999999999983 -0.038414999999999998 -0.065249999999999989 -0.0062049999999999996 0.090185000000000015 -0.011494999999999998 -0.0059699999999999987
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 4 6 17 -1 12 11 -7 10 -10 18 -3 -4 14 19 16 -15 -2 -9 -13 -16
right_child=3 2 5 -5 -6 7 -8 8 9 -11 -12 13 -14 15 20 -17 -18 -19 -20 -21 -22
leaf_value=0.0013803810186993224 0.0012618660169584487 0.0024627395672693355 0.0016828712401420721 2.54503358026351e-05 0.00038288459976597192 0.0015056826664307447 0.0015565335454053428 0.002400239588552764 0.0014477761733654058 0.0020483679387203022 0.0018041400364662589 0.002594146801804888 0.0012242838980074102 0.0021074660853339549 0.0022771086425917445 0.0023958369563551875 0.0017911065693915252 0.00085363700493778138 0.0019951078993713342 0.0022597895372345428 0.0019114300152153914
leaf_weight=89 54 79 55 62 52 60 60 64 71 66 77 77 98 973 55 64 69 58 52 66 61
leaf_count=89 54 79 55 62 52 60 60 64 71 66 77 77 98 973 55 64 69 58 52 66 61
internal_value=0 0.00195919 0.00202436 0.000685633 0.00101276 0.00172632 0.00213195 0.00185841 0.00192244 0.00173737 0.00205363 0.00215583 0.00138937 0.00213804 0.00228123 0.00210448 0.00208655 0.00105078 0.00221893 0.00244007 0.00208512
internal_weight=0 2188 2047 174 141 543 1504 390 330 137 193 1444 153 1365 259 1106 1042 112 116 143 116
internal_count=2362 2188 2047 174 141 543 1504 390 330 137 193 1444 153 1365 259 1106 1042 112 116 143 116
is_linear=0
shrinkage=0.0032998


Tree=3482
num_leaves=19
num_cat=0
split_feature=1 1 12 39 16 52 16 14 51 12 1 15 15 16 1 12 16 1
split_gain=35.2407 7.57177 5.06955 2.28956 2.12746 1.58447 1.44525 1.46988 1.32768 1.1586 1.06795 0.961657 0.918976 0.810237 0.7925 0.557156 0.449186 0.249844
threshold=0.10508500000000001 0.13662500000000002 0.085090000000000013 0.083495000000000014 0.21684500000000004 -0.5335399999999999 0.081265000000000018 0.054835000000000009 0.11548000000000001 -0.010219999999999998 0.086920000000000011 -0.074959999999999985 0.0056700000000000006 -0.14483499999999996 0.14699000000000004 0.09202500000000001 0.27552000000000004 0.11332500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 6 -6 7 8 10 13 15 -4 -12 -2 -3 -1 -7 -11
right_child=1 14 11 -5 5 16 -8 -9 -10 17 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0022804952217127155 0.0011704421643190886 0.00070291816787803794 0.0015522833516977452 0.0016159817377656739 0.0021939481309505657 0.0014187338382915535 0.002639327115901991 0.0026868478341944952 0.0017047673265561682 0.0011615875512202183 0.0018114948946026115 0.0021168010892340374 0.0021679357924835221 0.0006196151955265315 0.00018741869812135615 0.0020998593359628495 0.0017998283787804916 0.0014762476177347474
leaf_weight=740 52 70 56 90 97 58 79 60 68 54 140 82 186 67 61 257 85 60
leaf_count=740 52 70 56 90 97 58 79 60 68 54 140 82 186 67 61 257 85 60
internal_value=0 0.00114555 0.00138641 0.00213096 0.00215713 0.00186731 0.00220257 0.00217876 0.00215682 0.0010892 0.00218003 0.00188798 0.00201497 0.000860609 0.000463145 0.00223397 0.0016455 0.00132751
internal_weight=0 502 371 1860 1770 240 1530 1451 1391 233 1323 138 326 119 131 997 143 114
internal_count=2362 502 371 1860 1770 240 1530 1451 1391 233 1323 138 326 119 131 997 143 114
is_linear=0
shrinkage=0.0032998


Tree=3483
num_leaves=22
num_cat=0
split_feature=2 30 2 133 40 156 157 12 160 0 43 133 160 16 1213 12 0 0 15 480 12
split_gain=2.01529 1.27794 0.852073 0.93743 0.807507 0.723022 0.700302 0.678172 0.620147 0.539517 0.474676 0.614399 0.385282 0.368566 0.325503 0.429019 0.384925 0.368933 0.548829 0.302817 0.0623596
threshold=0.16730000000000003 0.085875000000000021 0.092155000000000015 0.078935000000000019 -1.0000000180025095e-35 0.090170000000000014 -0.062424999999999994 -0.083994999999999986 -0.24195999999999998 0.0037850000000000002 -0.038674999999999994 0.089725000000000013 -0.037174999999999993 -0.41863499999999992 -0.011854999999999999 0.085235000000000019 -0.081049999999999983 -0.11208499999999998 -0.091274999999999981 0.086995000000000017 0.094435000000000005
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 2 4 5 -1 7 -7 -4 -9 14 11 -5 -13 -10 15 -6 -17 18 -16 -19 -14
right_child=-2 -3 3 10 9 6 -8 8 13 -11 -12 12 20 -15 17 16 -18 19 -20 -21 -22
leaf_value=0.036876842365175765 -0.016745315081196161 -0.011821385417888301 -0.013560615196801578 0.030892299476586848 0.033975973573206475 0.032838133836261302 0.0066766093158833672 -0.010448304098731888 0.018148611328857762 4.0151207674430897e-05 0.033049340957662335 0.021011512702741098 0.0080861098391394586 0.0057791803112504916 0.019388160420666802 0.014024568088702468 0.03039565051988553 0.017774311736707508 -0.0040378050304339559 0.006030549284009255 -8.1992986669728813e-06
leaf_weight=57 62 53 55 54 67 54 63 55 89 55 53 60 55 296 52 152 56 792 62 68 52
leaf_count=57 62 53 55 54 67 54 63 55 89 55 53 60 55 296 52 152 56 792 62 68 52
internal_value=0 0.0139892 0.0145988 0.0105319 0.017245 0.00686447 0.0187665 0.00404763 0.00625274 0.0163855 0.0187168 0.0152714 0.0102096 0.00864327 0.0171038 0.0222323 0.0184408 0.015654 0.00663196 0.0168478 0.00413564
internal_weight=0 2300 2247 886 1361 612 117 495 440 1304 274 221 167 385 1249 275 208 974 114 860 107
internal_count=2362 2300 2247 886 1361 612 117 495 440 1304 274 221 167 385 1249 275 208 974 114 860 107
is_linear=0
shrinkage=0.16829


Tree=3484
num_leaves=30
num_cat=0
split_feature=1 3 3 2 43 2 3 15 49 15 39 474 133 15 2 133 15 484 48 42 484 1209 3 43 43 43 15 1 49
split_gain=46.8092 12.6832 4.94322 3.59468 2.33559 1.84079 1.74595 1.09852 1.08998 0.961993 0.827888 0.826664 0.783598 1.08189 0.64302 0.622602 0.602197 0.58817 0.484466 0.473462 0.37262 0.326609 0.525011 0.315753 0.246056 0.38663 0.274539 0.195375 0.10718
threshold=0.10538500000000002 0.31370500000000007 -0.06340999999999998 0.092155000000000015 -0.049364999999999992 0.074875000000000011 -0.064674999999999983 -0.10312999999999999 -0.020999999999999994 -0.11055 0.093225000000000016 0.081755000000000008 0.078935000000000019 0.079575000000000021 0.11517500000000001 0.12560000000000002 -0.010999999999999998 0.079595000000000013 0.084260000000000015 0.090115000000000015 0.085225000000000009 0.086665000000000006 -0.10468499999999999 -0.073209999999999983 -0.087574999999999986 -0.040789999999999993 -0.013349999999999999 0.091785000000000019 0.096010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 10 6 24 -2 -5 -10 -4 17 13 16 -6 19 28 18 21 -14 -13 22 -7 -9 -1 26 -26 -27 -11
right_child=1 -3 4 8 14 11 -8 23 9 12 -12 20 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30
leaf_value=0.0023868643156818845 0.0013304091820121018 -0.0001554616758670084 0.00090171576781132795 0.0016313628118731014 0.0015532437869018975 0.0026200208812200568 0.0015230897307770372 0.0017349164958878939 0.0024209331166536781 0.0019965157889523643 0.00036099220746861686 0.0027921528715875187 0.0024934955708092476 0.0021707693710857961 0.0010840711806254257 0.0019032127430531492 0.0015179633499223558 0.0026278358425708415 0.0020799215033851059 0.0020793696836656967 0.0024359907039660559 0.0020835411042992922 0.002313398787866809 0.0020987039539263415 0.0021484125327345662 0.0023348509092693242 0.0018079297565242185 0.0020754755180337828 0.0017809845520142444
leaf_weight=54 52 81 71 87 59 73 52 54 62 57 55 64 62 90 71 76 84 64 102 62 70 55 438 54 55 98 53 52 55
leaf_count=54 52 81 71 87 59 73 52 54 62 57 55 64 62 90 71 76 84 64 102 62 70 55 438 54 55 98 53 52 55
internal_value=0 0.00103877 0.00127138 0.00217858 0.00098669 0.00228286 0.00208514 0.00172667 0.00197654 0.00203128 0.000665965 0.00236592 0.0019815 0.00186972 0.00129727 0.00214116 0.0017313 0.00232186 0.00229249 0.00228672 0.00260636 0.00233073 0.00235727 0.00191714 0.0021787 0.002135 0.00198165 0.00224517 0.00189099
internal_weight=0 497 416 1865 256 1230 364 160 635 548 126 866 486 286 130 200 196 732 668 124 134 566 511 108 312 258 108 150 112
internal_count=2362 497 416 1865 256 1230 364 160 635 548 126 866 486 286 130 200 196 732 668 124 134 566 511 108 312 258 108 150 112
is_linear=0
shrinkage=0.0032998


Tree=3485
num_leaves=19
num_cat=0
split_feature=30 11 48 43 160 43 42 481 1213 151 43 42 16 47 160 43 42 11
split_gain=1.50378 1.15305 0.866418 0.846057 0.703932 0.500279 0.46706 0.461531 0.544493 0.500171 0.571651 0.395919 0.390688 0.289239 0.415985 0.28823 0.230063 0.0796557
threshold=0.085185000000000025 1.0000000180025095e-35 0.082225000000000006 -0.14044999999999999 -0.070644999999999986 -0.10227499999999999 -0.0043149999999999994 -0.065834999999999991 -0.088774999999999979 -0.14608999999999997 -0.092909999999999979 0.090775000000000008 -0.019164999999999998 0.08265500000000002 0.083670000000000008 -0.25180499999999995 0.084835000000000008 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 -4 -3 -6 12 16 -10 -11 13 -5 14 -8 -1 -9 -7
right_child=-2 5 4 7 6 17 11 8 9 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.020230716191863316 -0.014470175802747258 0.013166233417060949 0.01825254580954034 0.013245286890888401 0.015485929578748035 0.028440503725171082 0.010127899963346797 0.030591272060540121 0.02655835853778276 -0.0041887946777280343 0.011054660896536532 0.0095039562636391531 0.030429237753035802 -0.015485150873616233 -0.0095133689781865087 0.035871087237046906 0.015834656193532689 0.037234200175636806
leaf_weight=85 56 57 90 77 54 71 53 56 55 74 1148 65 74 59 72 56 66 54
leaf_count=85 56 57 90 77 54 71 53 56 55 74 1148 65 74 59 72 56 66 54
internal_value=0 0.0134311 0.0123076 0.0139625 0.00518248 0.0262857 0.00129436 0.0128249 0.011868 0.0108391 0.0101301 -0.00177612 0.0216785 -0.00577069 -0.0011711 0.0264552 0.0226229 0.0322538
internal_weight=0 2266 2084 1691 393 182 303 1550 1399 1277 1222 249 151 184 125 141 122 125
internal_count=2322 2266 2084 1691 393 182 303 1550 1399 1277 1222 249 151 184 125 141 122 125
is_linear=0
shrinkage=0.16829


Tree=3486
num_leaves=16
num_cat=0
split_feature=9 41 2 14 12 11 2 4 4 49 12 484 483 4 132
split_gain=1.23558 1.07001 1.15599 0.666736 0.822682 0.689994 0.64996 0.744042 1.32567 0.668545 0.514314 0.451129 0.526704 0.433518 0.345625
threshold=-1.0000000180025095e-35 0.075585000000000013 0.13880500000000004 -0.10708499999999999 0.083705000000000016 0.080705000000000013 0.10859000000000001 -0.081629999999999994 -0.011154999999999998 -1.0000000180025095e-35 0.085280000000000009 -1.0000000180025095e-35 0.092420000000000016 0.076415000000000025 -0.09057999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 11 7 -5 -9 -8 -3 12 -6 -4 -13
right_child=1 10 13 4 5 -7 9 8 -10 -11 -12 14 -14 -15 -16
leaf_value=-0.012812673079759911 0.029875441519091887 0.038118422283025213 -0.016274836094613103 0.020718781025288555 0.022577509239642142 0.028522016666935188 0.0085938406151514456 -0.015262419455975665 0.012383505741976752 -0.016507798297646321 0.01608389994440252 0.020740738475698288 0.0051798809914725798 0.0030394041006193548 0.0096933068216982516
leaf_weight=62 54 58 54 98 198 75 52 74 146 71 63 87 66 84 1080
leaf_count=62 54 58 54 98 198 75 52 74 146 71 63 87 66 84 1080
internal_value=0 0.0112552 0.0103829 0.0114105 0.0108975 0.0127701 0.0044985 0.00851891 0.00307626 -0.00588112 0.0266608 0.0119433 0.0182349 -0.00450532 0.0105184
internal_weight=0 2260 2139 2001 1947 1506 441 318 220 123 121 1431 264 138 1167
internal_count=2322 2260 2139 2001 1947 1506 441 318 220 123 121 1431 264 138 1167
is_linear=0
shrinkage=0.16829


Tree=3487
num_leaves=25
num_cat=0
split_feature=3 15 2 2 16 2 2 11 3 16 39 2 16 16 47 15 16 15 43 401 474 16 133 15
split_gain=73.9944 13.0345 8.34272 10.0364 7.67503 3.39647 2.34484 1.88535 1.74828 1.63785 1.6356 1.24956 1.24308 1.72504 1.14841 0.720555 0.674655 0.630236 0.506271 0.481912 0.581386 0.226647 0.18348 0.0932875
threshold=-0.057369999999999997 -0.24042999999999998 0.10746500000000002 -0.0050599999999999994 -0.41163499999999992 0.097145000000000023 0.099675000000000014 0.075910000000000019 0.13772500000000001 -0.015379999999999998 0.089130000000000015 0.092235000000000025 0.31481000000000009 -0.015159999999999998 0.089100000000000013 -0.040804999999999994 0.21684500000000004 -0.03886499999999999 -0.012264999999999998 0.085900000000000018 0.085500000000000007 0.0070300000000000007 -0.07218999999999999 -0.085749999999999979
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=4 10 3 -3 6 7 -1 14 18 11 -2 -5 13 15 19 -7 -11 -14 -4 20 21 -6 -21 -16
right_child=1 2 8 9 5 12 -8 -9 -10 16 -12 -13 17 -15 23 -17 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.009748202498536189 0.0082710422065088753 0.008127836790957424 0.0085492111410729564 0.0097445081493175694 0.010234510715160322 0.009692861578362794 0.0087757886590480987 0.010836879003071028 0.0081114638890146893 0.010263970004779169 0.0075516658074586624 0.0090581166306027607 0.0099079990158859165 0.0093112931063662942 0.010051840224262195 0.010255652315502869 0.0097247647789352378 0.01041056671041939 0.0089976188347778603 0.010614231371682815 0.010492067346805987 0.010033549688818921 0.010310112263991002 0.0098325451684773118
leaf_weight=58 72 54 62 69 767 55 53 61 72 58 70 54 66 77 74 53 53 55 60 67 102 88 53 69
leaf_count=58 72 54 62 69 767 55 53 61 72 58 70 54 66 77 74 53 53 55 60 67 102 88 53 69
internal_value=0 0.0087973 0.00905667 0.00941415 0.0101267 0.0101856 0.00928421 0.0102609 0.00852579 0.00971085 0.00791667 0.00944345 0.00987019 0.00969566 0.010232 0.00996937 0.0100068 0.0101367 0.00877003 0.01027 0.0102436 0.0102139 0.0104802 0.00994627
internal_weight=0 624 482 288 1698 1587 111 1281 194 234 142 123 306 185 1220 108 111 121 122 1077 957 855 120 143
internal_count=2322 624 482 288 1698 1587 111 1281 194 234 142 123 306 185 1220 108 111 121 122 1077 957 855 120 143
is_linear=0
shrinkage=0.0032998


Tree=3488
num_leaves=24
num_cat=0
split_feature=1 3 14 48 3 14 4 3 3 13 474 3 3 4 13 51 3 475 13 131 1 133 3
split_gain=33.7716 12.0229 2.38824 2.92541 1.95142 1.94155 1.75683 1.56632 2.25565 1.34408 1.02605 0.815399 0.678501 0.660377 0.648857 0.60282 0.593118 0.576195 0.566462 0.387804 0.667662 0.229574 0.104176
threshold=0.10141500000000002 -0.058704999999999993 0.062655000000000016 -0.077484999999999984 -0.073629999999999987 -0.18536 0.30163500000000004 0.0075150000000000008 0.13772500000000001 -0.0090849999999999976 0.085500000000000007 0.095555000000000015 0.31840500000000005 -0.040489999999999991 -1.0000000180025095e-35 -0.025359999999999997 -0.066424999999999984 -0.085774999999999976 0.016935000000000002 0.08482000000000002 0.09036000000000001 0.10421000000000001 -0.013119999999999998
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 6 3 -1 10 -3 13 9 -9 -7 17 14 -10 -2 16 -12 -6 -5 -16 20 -19 -21 -18
right_child=1 5 -4 4 11 7 -8 8 12 -11 15 -13 -14 -15 18 -17 22 19 -20 21 -22 -23 -24
leaf_value=0.0014538410652795511 0.0023755633719887226 0.0014780592665940854 0.0027932009897056144 0.0018795094730906104 0.0021404636193355403 0.00081331543778736864 0.0014260464281319661 0.0014851342972759458 0.00095857740034210881 0.00013828293776743569 0.0027864030041113408 0.0015960067183597498 0.00043336393058509767 0.0019116357836020596 0.0024625560683288598 0.0023159507871131817 0.001691267087785127 0.0022425220467116231 0.001989588000330807 0.0024906968696270936 0.0019416778879706934 0.0022244448221877683 0.0018955108830897782
leaf_weight=61 60 53 69 52 90 74 58 65 56 57 59 52 52 79 62 63 67 834 52 101 91 60 55
leaf_count=61 60 53 69 52 90 74 58 65 56 57 59 52 52 79 62 63 67 834 52 101 91 60 55
internal_value=0 0.00125577 0.00218963 0.0021651 0.00219156 0.000894481 0.00191033 0.000792623 0.000998956 0.000519868 0.00225415 0.00198284 0.000706023 0.00211215 0.00204444 0.00254375 0.00193528 0.00222307 0.00224713 0.00223949 0.00221296 0.00239169 0.00178363
internal_weight=0 554 1768 1699 1638 357 197 304 173 131 1260 378 108 139 326 122 212 1138 114 1086 925 161 122
internal_count=2322 554 1768 1699 1638 357 197 304 173 131 1260 378 108 139 326 122 212 1138 114 1086 925 161 122
is_linear=0
shrinkage=0.0032998


Tree=3489
num_leaves=19
num_cat=0
split_feature=4 2 123 14 2 11 0 2 0 0 4 0 0 4 2 15 475 4
split_gain=38.1992 12.543 10.031 4.36204 3.69479 5.2503 2.23626 1.7323 1.02479 0.793519 1.95621 0.980411 1.65 0.686193 0.416851 0.405557 0.492506 0.863436
threshold=0.30163500000000004 0.13880500000000004 1.0000000180025095e-35 -0.42214499999999994 0.10124000000000001 1.0000000180025095e-35 -0.13740499999999997 0.12708000000000003 -0.097414999999999988 -0.11208499999999998 0.016695000000000005 -0.07304999999999999 0.043875000000000004 0.0030100000000000001 0.10045500000000002 0.03981500000000001 -0.06562999999999998 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 9 -6 14 -4 10 -1 13 -13 -11 -5 16 -8 -18
right_child=3 -3 8 7 6 -7 15 -9 -10 11 -12 12 -14 -15 -16 -17 17 -19
leaf_value=0.0019350223418964157 0.0019502058907588298 0.0012615930812840766 0.0019019702394226796 0.00092497085700444517 0.0017117790618910885 0.0035066431710507498 0.0026357164842864206 0.0004486089025739885 0.0012557797514915114 0.0027332869576760814 0.0028146089253059813 0.0022923283496978125 0.0029711563772924546 0.0024852184844974508 0.0013141215675649043 0.0026948207113933697 0.0019697327354642859 0.002464727712900541
leaf_weight=56 54 84 55 62 58 81 56 65 53 1011 55 162 52 142 60 52 64 100
leaf_count=56 54 84 55 62 58 81 56 65 53 1011 55 162 52 142 60 52 64 100
internal_value=0 0.00251153 0.00256409 0.00112353 0.00262004 0.00268732 0.00230209 0.000884629 0.00158518 0.00264239 0.00237117 0.00266439 0.00245744 0.00270277 0.00111665 0.00242784 0.00236457 0.00227177
internal_weight=0 2081 1997 241 1889 1559 330 187 108 1478 111 1367 214 1153 122 272 220 164
internal_count=2322 2081 1997 241 1889 1559 330 187 108 1478 111 1367 214 1153 122 272 220 164
is_linear=0
shrinkage=0.0032998


Tree=3490
num_leaves=23
num_cat=0
split_feature=2 3 2 2 2 151 49 3 124 0 3 133 3 133 43 3 0 52 16 52 48 0
split_gain=29.1999 11.9151 5.0921 4.45941 2.27583 2.06217 1.88186 1.4663 1.59738 1.20891 1.19636 1.16139 1.08522 0.881716 1.04822 0.829974 1.84722 0.850835 0.593293 0.588405 0.44751 0.329237
threshold=0.13388500000000003 -0.041784999999999996 -0.007134999999999999 0.106035 0.16730000000000003 0.084990000000000024 -0.046739999999999997 0.10323000000000002 -0.077709999999999987 -0.059114999999999994 -0.088074999999999987 0.089725000000000013 0.11745500000000002 0.078935000000000019 -0.085349999999999995 -0.14443999999999999 -0.060199999999999997 -0.0082999999999999984 -0.082739999999999994 -0.25180499999999995 0.083180000000000018 -0.069974999999999996
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 5 -3 7 9 6 10 8 -4 -2 -1 13 -5 15 -15 17 -17 -8 -13 -20 -10 -21
right_child=4 2 3 12 -6 -7 11 -9 20 -11 -12 18 -14 14 -16 16 -18 -19 19 21 -22 -23
leaf_value=0.0014505946461073234 0.00073655062167050608 0.00099519704862897755 0.0017416154166344643 0.0016246558803423498 0.00025749415414923286 0.0029076603400852927 0.002732531878076044 0.0016179676838390033 0.0025660899075557121 0.0013941791954923579 0.0021618801779629462 0.0018575496090061509 0.0010330473349856185 0.0028204493391256092 0.0023090658017485602 0.0022872710819781213 0.0017249567779659403 0.0022092875381291371 0.0018710798079095441 0.0023168665065750379 0.0021854182031668021 0.0020317753889252757
leaf_weight=52 69 97 53 77 63 52 83 54 87 55 52 82 61 79 101 762 70 59 57 188 58 61
leaf_count=52 69 97 53 77 63 52 83 54 87 55 52 82 61 79 101 762 70 59 57 188 58 61
internal_value=0 0.00212785 0.00167257 0.00184095 0.000768954 0.00225841 0.00223788 0.00210232 0.00223424 0.00102852 0.00180658 0.00226694 0.0013634 0.00231976 0.0025337 0.00228019 0.00224 0.00251538 0.00210976 0.00217723 0.00241406 0.00224717
internal_weight=0 2185 487 390 187 1698 1646 252 198 124 104 1542 138 1154 180 974 832 142 388 306 145 249
internal_count=2372 2185 487 390 187 1698 1646 252 198 124 104 1542 138 1154 180 974 832 142 388 306 145 249
is_linear=0
shrinkage=0.0032998


Tree=3491
num_leaves=23
num_cat=0
split_feature=1 3 376 1 0 3 0 1 3 1 159 159 1429 3 43 43 13 3 49 49 43 43
split_gain=23.0145 4.10464 2.23461 1.5333 1.76409 1.4148 1.18292 1.18175 1.13194 1.2239 0.650994 1.42418 0.598347 1.44889 0.626702 0.92325 0.513972 0.566126 0.489106 0.431324 0.374293 0.050828
threshold=0.10538500000000002 0.31534000000000006 0.083785000000000012 0.13662500000000002 -0.14216999999999999 0.10323000000000002 -0.079119999999999982 0.096300000000000011 -0.015069999999999998 0.11453000000000001 0.082200000000000009 0.088800000000000004 0.086825000000000013 -0.12077499999999998 -0.093419999999999989 -0.080044999999999991 0.060910000000000013 -0.082384999999999986 0.092625000000000013 -0.0082999999999999984 0.074650000000000008 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 10 9 -6 16 -12 13 -8 -15 -16 17 19 -19 -1 -17 -13
right_child=1 -3 -4 -5 8 -7 12 -9 -10 -11 11 21 -14 14 15 20 -18 18 -20 -21 -22 -23
leaf_value=0.0019158084359468094 0.0010152724280324597 0.00040617223296466156 0.0006724163713119133 0.00091183686149372842 0.0020525009513803361 0.001443782233319745 0.0013886099647063251 0.0015542090912197438 0.0012497750203288305 0.001488811017511522 0.0026852410456679652 0.0021013935786778461 0.0021805197162277452 0.0021533000374987757 0.0014195674714682215 0.0019375207431714017 0.0017267514069250181 0.0019951770996181309 0.00169189452217947 0.0021672633577656036 0.0016298584189497083 0.0019408524482001791
leaf_weight=97 75 69 59 68 77 60 78 57 73 94 53 54 52 76 54 276 66 392 70 365 53 54
leaf_count=97 75 69 59 68 77 60 78 57 73 94 53 54 52 76 54 276 66 392 70 365 53 54
internal_value=0 0.00115589 0.0012718 0.00136309 0.00145917 0.00194447 0.00196117 0.00202058 0.00159547 0.00174284 0.00204365 0.00224018 0.00183925 0.00180614 0.00187702 0.0018221 0.00201165 0.00203196 0.0019493 0.00211454 0.00188807 0.00202145
internal_weight=0 515 446 387 319 1857 1797 1208 244 171 1151 161 589 537 459 383 990 924 462 462 329 108
internal_count=2372 515 446 387 319 1857 1797 1208 244 171 1151 161 589 537 459 383 990 924 462 462 329 108
is_linear=0
shrinkage=0.0032998


Tree=3492
num_leaves=19
num_cat=0
split_feature=1 2 133 43 0 1446 0 49 16 1456 1375 0 151 156 51 1 0 0
split_gain=2.12259 0.614055 0.902411 0.685965 0.652335 0.505982 0.803015 0.469361 0.547757 0.434499 0.529633 0.485674 0.665133 0.480252 0.595527 0.382294 0.345502 0.266866
threshold=0.10538500000000002 0.13631000000000001 0.087005000000000013 -0.046639999999999994 0.0060900000000000008 0.087090000000000015 -0.082884999999999986 -0.0066849999999999991 -1.0000000180025095e-35 -0.085449999999999984 -0.084629999999999997 -0.14151499999999997 -1.0000000180025095e-35 0.090100000000000013 -0.015609999999999997 0.090475000000000014 -0.076969999999999997 -0.083069999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 7 9 -7 -2 -9 -1 -11 12 -12 14 17 -16 -15 -13
right_child=1 3 -4 -5 -6 6 -8 8 -10 10 11 13 -14 16 15 -17 -18 -19
leaf_value=0.037083546840923999 0.027726013353115444 0.018681573948355377 -0.001132179323185516 -0.0057955157731659776 0.037217307665013251 0.028569722979100626 0.00065267533126214252 0.020375681549026699 0.0015593615586302399 0.042097037726029879 0.019944346985370596 0.042092746900654454 0.044135821576647548 0.0036089550325409678 0.024779275688686465 0.016339804053171567 0.021263528448638089 0.028620876797395441
leaf_weight=95 78 52 67 86 54 58 59 99 79 52 54 70 81 53 968 182 78 107
leaf_count=95 78 52 67 86 54 58 59 99 79 52 54 70 81 53 968 182 78 107
internal_value=0 0.0130359 0.016553 0.00341472 0.0203811 0.0252548 0.0145073 0.0168227 0.0120347 0.0259765 0.025334 0.0247856 0.0344725 0.0238875 0.0248489 0.0234452 0.0141346 0.0339589
internal_weight=0 515 377 138 310 1857 117 256 178 1740 1645 1593 135 1458 1327 1150 131 177
internal_count=2372 515 377 138 310 1857 117 256 178 1740 1645 1593 135 1458 1327 1150 131 177
is_linear=0
shrinkage=0.16829


Tree=3493
num_leaves=15
num_cat=0
split_feature=3 1 11 3 151 150 0 3 42 159 0 150 3 42
split_gain=2.19989 0.708073 0.918171 0.85465 0.515828 0.514581 0.506222 0.753485 0.432849 0.418547 0.533063 0.370303 0.513998 0.328884
threshold=0.31370500000000007 0.096325000000000008 0.078340000000000007 -0.13392999999999997 1.0000000180025095e-35 0.10801000000000001 -0.14310999999999999 0.011825000000000002 0.11457500000000002 0.10389500000000002 -0.010949999999999998 0.085395000000000013 0.11191000000000002 0.096075000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 -5 8 -8 10 11 12 13 -3
right_child=-2 4 -4 5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.04172765185095785 -0.0077684296763730282 0.0096218496183519357 0.00091524508049185848 0.034465443607162992 0.030899886728806659 0.037427651469225838 0.021925138174316079 0.0010755437835185979 0.011062630679921031 0.025139055706546502 0.00069968781965120102 0.0028360614802065546 0.031959870605753581 0.022495091710951751
leaf_weight=62 85 177 59 75 52 56 1259 56 114 74 102 65 53 83
leaf_count=62 85 177 59 75 52 56 1259 56 114 74 102 65 53 83
internal_value=0 0.0197889 0.0215692 0.0223194 0.0148475 0.0215469 0.0209544 0.020244 0.0210245 0.0133376 0.0115144 0.014428 0.0168295 0.0137383
internal_weight=0 2287 1681 1622 606 1560 1504 1429 1373 554 480 378 313 260
internal_count=2372 2287 1681 1622 606 1560 1504 1429 1373 554 480 378 313 260
is_linear=0
shrinkage=0.16829


Tree=3494
num_leaves=16
num_cat=0
split_feature=3 2 151 51 403 48 4 15 4 3 15 151 12 15 157
split_gain=1.52232 0.539136 0.945715 0.691003 0.646398 0.589601 0.514004 0.485982 0.484833 0.507225 0.460137 0.456619 0.522311 0.390075 0.3862
threshold=0.31370500000000007 0.098150000000000015 0.084990000000000024 -0.26631499999999991 -0.055854999999999995 0.092475000000000016 -0.17689999999999997 0.0056700000000000006 -0.13833499999999996 -0.116045 -0.10436999999999999 -0.086654999999999982 -0.083994999999999986 0.091735000000000025 -0.077664999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 -1 11 -8 -10 -7 -6 -13 -11 -14
right_child=-2 3 -4 4 7 10 8 -9 9 13 -12 12 14 -15 -16
leaf_value=0.034420290373490516 -0.0064610821202501917 0.029299986922689085 0.040458039880733002 -0.0048130025509098484 0.024189167966272736 0.016382602057298308 0.0018240492615439966 0.023309416816286337 0.03246595221692361 0.016129058994277547 -0.004984107084484519 -0.0068131606668115361 -0.0025382538889465976 0.023719796120685695 0.013311147652264883
leaf_weight=54 85 62 52 68 57 57 53 98 68 1054 57 57 52 236 262
leaf_count=54 85 62 52 68 57 57 53 98 68 1054 57 57 52 236 262
internal_value=0 0.0164604 0.0181015 0.0123774 0.0106081 0.0173641 0.0182718 0.0126051 0.0176525 0.0182689 0.00568349 0.0101499 0.00798811 0.0175191 0.0106807
internal_weight=0 2287 1631 656 594 1579 1465 526 1411 1358 114 428 371 1290 314
internal_count=2372 2287 1631 656 594 1579 1465 526 1411 1358 114 428 371 1290 314
is_linear=0
shrinkage=0.16829


Tree=3495
num_leaves=17
num_cat=0
split_feature=2 2 41 4 484 130 43 2 12 484 13 4 2 13 12 4
split_gain=1.81831 0.787447 0.544134 0.931746 0.617311 0.554483 0.752065 0.519175 0.457073 0.377886 0.516366 0.403848 0.411679 0.297438 0.167561 0.165654
threshold=0.106285 0.17730000000000004 0.082095000000000015 -0.41016499999999995 0.10057500000000001 0.10433000000000002 0.085460000000000022 -0.047824999999999993 -0.082514999999999991 0.044540000000000003 -0.089624999999999982 -0.048624999999999995 0.13673000000000005 -0.00038499999999999998 0.10005000000000001 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 5 6 7 -5 -9 10 -2 14 13 -13 -12 -8
right_child=1 -3 -4 4 -6 -7 15 8 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0.029684155912961738 -0.0048950007191352592 -0.017284642577674203 -0.0029146199561740742 -0.0016809335650620379 -0.00028103475228423192 -0.0015636604283247137 0.021419473238362099 0.026956665166664232 0.013410633174726252 -0.0077463543172689876 0.024882243704573311 0.01682888986068834 -0.0075505861207286161 0.0028165735295733315 0.011279980413279623 0.034681228498204444
leaf_weight=102 91 52 55 61 92 63 55 75 1272 62 52 81 53 92 52 54
leaf_count=102 91 52 55 61 92 63 55 75 1272 62 52 81 53 92 52 54
internal_value=0 0.00238543 0.0135437 0.014055 0.0131005 0.0138808 0.0145234 0.0134784 0.0141662 0.00450683 0.00631561 0.00941246 0.00540745 0.00938764 0.0180984 0.028006
internal_weight=0 535 1829 1774 1672 1580 1517 1408 1347 483 421 330 226 173 104 109
internal_count=2364 535 1829 1774 1672 1580 1517 1408 1347 483 421 330 226 173 104 109
is_linear=0
shrinkage=0.16829


Tree=3496
num_leaves=27
num_cat=0
split_feature=1 40 16 40 16 2 147 12 16 13 12 1 13 1212 49 2 49 2 2 49 13 13 1 16 2 52
split_gain=1.44991 1.46176 0.814001 0.724777 0.698131 0.733091 0.515252 0.434793 0.434713 0.512381 0.567522 0.478401 0.47387 0.463686 0.415664 0.429924 0.408013 0.395604 0.387561 0.344915 0.330352 0.302427 0.270838 0.338637 0.260819 0.194732
threshold=0.096325000000000008 -0.084904999999999994 0.07277500000000002 -0.065259999999999999 -0.019749999999999993 0.11461500000000001 0.085835000000000009 0.092855000000000007 0.21684500000000004 -0.084484999999999991 0.08598500000000002 0.07635500000000002 -0.10278499999999999 0.041590000000000009 0.082865000000000008 0.113165 -0.0090499999999999973 0.13752500000000004 0.084495000000000015 0.08512500000000002 0.055020000000000006 -0.053824999999999991 0.090435000000000015 -0.0017249999999999998 0.089005000000000015 0.0029250000000000005
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=6 -2 3 -3 5 21 8 -4 9 12 11 18 -1 16 -10 -16 -14 -7 -11 -18 22 -5 23 -12 -22 -20
right_child=1 2 7 4 -6 17 -8 -9 14 10 20 -13 13 -15 15 -17 19 -19 25 -21 24 -23 -24 -25 -26 -27
leaf_value=0.019808212962142684 -0.020893684150759574 0.016522955054802738 0.025361098483944657 0.019644109985308952 -0.014411358858792259 -0.016640839039414625 -0.0040892589269226004 0.0073814010012762249 0.013047433408086789 0.0055565788666932705 0.015083290846381558 0.03165967312043242 -0.00080360236750861723 -0.0061778931937325502 -0.013259397969947524 0.0083732982835203855 0.01741375690258825 0.0024265183509416524 0.015431209135436504 0.0021150635034323478 -0.0031343661038304663 0.0042268184791016943 0.023019893081604507 0.0037711048321814405 0.012486612421188681 0.029963777562653556
leaf_weight=86 68 75 71 61 91 61 56 83 93 58 437 96 86 72 52 52 145 62 53 59 58 89 93 91 63 53
leaf_count=86 68 75 71 61 91 61 56 83 93 58 437 96 86 72 52 52 145 62 53 59 58 89 93 91 63 53
internal_value=0 0.00247161 0.00515397 0.00145653 -0.00164288 0.00260669 0.0117617 0.0156824 0.0123017 0.0133102 0.0154278 0.0222036 0.00857003 0.00589522 0.00486972 -0.00242578 0.00889888 -0.00701504 0.0166574 0.0129979 0.013051 0.0105085 0.01462 0.0131371 0.00498402 0.0227144
internal_weight=0 661 593 439 364 273 1703 154 1647 1450 1002 260 448 362 197 104 290 123 164 204 742 150 621 528 121 106
internal_count=2364 661 593 439 364 273 1703 154 1647 1450 1002 260 448 362 197 104 290 123 164 204 742 150 621 528 121 106
is_linear=0
shrinkage=0.16829


Tree=3497
num_leaves=27
num_cat=0
split_feature=1 3 10 15 14 1 12 3 12 40 12 2 12 15 15 0 43 1 13 3 50 3 0 16 52 133
split_gain=44.0567 9.33999 5.90668 2.74324 2.38809 1.86336 2.34911 1.51123 1.45526 1.82965 1.43503 1.15511 0.961442 1.04415 1.16423 0.939543 1.20443 0.840026 0.738112 0.607567 0.814508 0.542688 0.504058 0.360282 0.226507 0.197696
threshold=0.10335000000000001 -0.06340999999999998 -0.0010949999999999998 -0.12291999999999999 0.062655000000000016 0.08956500000000002 0.08708500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.061244999999999994 0.090255000000000016 0.114805 -0.06202499999999999 0.03981500000000001 0.084050000000000014 -0.068214999999999984 -0.045129999999999997 0.11239500000000001 -0.00038499999999999998 -0.081854999999999997 0.090805000000000011 -0.088159999999999988 -0.087344999999999992 0.052555000000000011 0.14564000000000002 0.26667500000000005
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=4 3 -3 -2 5 10 7 -7 9 -4 12 -10 -1 18 -15 23 -17 -5 21 -8 -21 -14 -16 24 25 -12
right_child=1 2 8 17 -6 6 19 -9 11 -11 15 -13 13 14 22 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0025056351909574252 0.00085533876208847281 -0.00022260375701373599 0.00096689809432160489 0.0020245388934290042 0.0025648389938533055 0.00094903127116170054 0.0021387111174263696 0.0016881563814215234 0.0013576203754461717 0.00020738100203229919 0.0020905932077444462 0.00074736191568309314 0.002314604046947008 0.0025794693121823985 0.002378384394464559 0.0012551949920231301 0.0018761097385197832 0.0014862988841594974 0.0016707462477967368 0.001508603773555233 0.0020408606169888687 0.0019455738293309391 0.0020331693392364142 0.0017062427230501969 0.0017873497171354495 0.0018715553925442387
leaf_weight=52 52 79 65 64 69 56 87 66 66 74 174 70 52 62 56 59 82 64 96 63 64 305 304 63 54 66
leaf_count=52 52 79 65 64 69 56 87 66 66 74 174 70 52 62 56 59 82 64 96 63 64 305 304 63 54 66
internal_value=0 0.00088366 0.00057231 0.00149579 0.00196106 0.00193738 0.00171557 0.00134917 0.000800795 0.000562804 0.00198966 0.00104378 0.00206673 0.0020406 0.00215941 0.00184612 0.00161654 0.00175569 0.00192985 0.00192428 0.00177711 0.00199942 0.00208697 0.0019367 0.00198596 0.0020305
internal_weight=0 534 354 180 1830 1761 336 122 275 139 1425 136 927 875 422 498 141 128 453 214 127 357 360 357 294 240
internal_count=2364 534 354 180 1830 1761 336 122 275 139 1425 136 927 875 422 498 141 128 453 214 127 357 360 357 294 240
is_linear=0
shrinkage=0.0032998


Tree=3498
num_leaves=17
num_cat=0
split_feature=1 1 155 131 40 147 160 14 159 50 15 160 1447 1 1 133
split_gain=53.1345 7.24587 5.08452 3.06165 2.89454 1.76199 1.69259 1.60069 1.51418 1.20885 0.925408 0.75047 0.796518 0.637189 0.919385 0.581955
threshold=0.10312500000000001 0.13662500000000002 0.088610000000000008 0.089305000000000009 -0.012109999999999998 0.08598500000000002 0.081905000000000019 0.062655000000000016 0.042925000000000005 0.12170000000000002 -0.41880499999999993 -0.53447999999999996 -0.085709999999999995 0.12337000000000002 0.10962000000000001 0.111585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 7 8 9 13 11 -3 -6 -13 14 -2 -14
right_child=1 10 -4 -5 5 -7 -8 -9 -10 -11 -12 12 15 -15 -16 -17
leaf_value=0.001419933778223735 0.00083441465895290245 0.00046774054710526942 0.0019615103061495377 0.0015414641838277336 0.0016589201491236882 0.001466237191844352 0.00019285381712807705 0.0025528517625205555 0.00039384397311146256 0.0015961398884610106 -9.8868265755590998e-05 0.0023766049127651469 0.0020571317299206446 0.00069633317533304175 0.0013941864709078346 0.0018734380831840188
leaf_weight=96 62 52 54 62 58 63 52 62 60 74 79 76 1163 54 67 230
leaf_count=96 62 52 54 62 58 63 52 62 60 74 79 76 1163 54 67 230
internal_value=0 0.000801884 0.0010173 0.000874376 0.00197887 0.00200994 0.000734055 0.00203051 0.000849722 0.00201026 0.000125776 0.00203031 0.00204495 0.000998998 0.00112542 0.00202683
internal_weight=0 542 411 357 1822 1726 295 1663 243 1601 131 1527 1469 183 129 1393
internal_count=2364 542 411 357 1822 1726 295 1663 243 1601 131 1527 1469 183 129 1393
is_linear=0
shrinkage=0.0032998


Tree=3499
num_leaves=24
num_cat=0
split_feature=2 50 12 124 4 159 13 474 4 4 42 12 401 4 1212 4 13 16 13 150 13 2 51
split_gain=1.19598 0.585903 0.592168 0.525248 0.355237 0.546433 0.493657 0.574465 0.405287 0.487916 0.569716 0.478146 0.320497 0.998642 0.902104 0.46999 0.533198 0.431374 0.312914 0.456591 0.288219 0.212405 0.200978
threshold=0.12454500000000002 0.089280000000000012 -0.040564999999999997 -0.085409999999999986 -0.068484999999999976 -0.085469999999999977 -0.079149999999999984 0.085020000000000012 0.40473500000000007 -0.0015099999999999998 -0.073894999999999988 0.087765000000000024 0.080190000000000011 -0.50665499999999986 -1.0000000180025095e-35 -0.079554999999999987 -0.050754999999999995 -0.073309999999999986 -0.084114999999999981 0.08926000000000002 -0.15569499999999997 0.08673500000000002 -0.012244999999999997
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 -1 5 -5 18 8 9 10 -8 -11 13 -7 -14 16 -15 -17 19 20 -6 -20 -22
right_child=1 -3 -4 4 6 12 7 -9 -10 11 -12 -13 14 15 -16 17 -18 -19 21 -21 22 -23 -24
leaf_value=-0.0013385766835026763 0.0053363901236523591 0.01409987741187704 -0.014666161603717457 0.03105811316315335 0.024771635595058013 0.037308527720831298 0.018068571011192344 -0.0072953443981218736 -0.0035300629148997463 0.023670237875193127 -0.00015615426702864354 0.0090663574663911416 0.017732499203725712 0.0022674588096968169 -0.010185019038930118 0.032560422964464479 0.01420570944000156 0.013296644043847609 0.027341660846337434 -0.0021966591127654 0.019284611829060615 0.014471027254497584 0.0085849666461072158
leaf_weight=88 72 52 100 53 56 52 67 72 68 112 176 148 77 150 57 60 364 74 68 60 68 80 190
leaf_count=88 72 52 100 53 56 52 67 72 68 112 176 148 77 150 57 60 364 74 68 60 68 80 190
internal_value=0 -0.0015429 -0.00628256 0.0113746 0.0119207 0.0144628 0.00998361 0.00685675 0.0086444 0.0102938 0.00486138 0.0153642 0.0134061 0.0148511 0.00584373 0.0130462 0.0107253 0.0219356 0.0138318 0.0112292 0.0138003 0.0203967 0.011412
internal_weight=0 224 172 2140 2052 887 1165 643 571 503 243 260 834 700 134 648 514 134 522 374 314 148 258
internal_count=2364 224 172 2140 2052 887 1165 643 571 503 243 260 834 700 134 648 514 134 522 374 314 148 258
is_linear=0
shrinkage=0.16829


Tree=3500
num_leaves=25
num_cat=0
split_feature=3 1 14 484 159 1 52 1 1213 3 0 1213 457 12 129 3 159 12 52 12 402 0 0 3
split_gain=1.10711 0.820109 1.32983 0.855279 0.687801 0.798721 0.944837 0.55612 0.555375 0.70943 1.27059 0.655274 0.459432 0.451506 0.427662 0.388147 0.382785 0.314574 0.434159 0.411739 0.254217 0.245285 0.244201 0.0431115
threshold=-0.081184999999999993 0.089475000000000013 -0.072219999999999993 -0.059599999999999993 -0.0118 0.14123000000000005 0.0060650000000000009 0.10658000000000002 0.084950000000000012 -0.15680499999999997 -0.064804999999999988 -0.088159999999999974 -0.086579999999999976 0.095330000000000012 0.086095000000000019 0.0037100000000000002 0.078675000000000009 0.090535000000000018 0.05118000000000001 0.10676000000000001 0.082915000000000016 -0.078759999999999983 -0.084319999999999992 -0.010599999999999998
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=8 3 -3 -2 -4 6 7 15 9 13 11 -11 -13 -1 20 -6 -9 18 22 21 -14 -19 23 -5
right_child=1 2 4 17 5 -7 -8 16 -10 10 -12 12 14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.032866365869000498 -0.0059788048418375796 0.020231908827834034 0.011855694072193125 0.003499608364857975 -0.0010019452796900057 -0.024517067903983347 -0.02341605747758577 0.012115741835479943 -4.6263541124912932e-05 -0.0011247923359236811 -0.0070470207807227245 0.0008774498891637823 0.016690299534822674 0.012602614626282788 0.0048670281084050426 -0.01806808067534876 -0.0047210240677491499 -0.0055557314443413506 0.025383372477664187 0.016790241939050175 0.026941271182404157 0.0080023581233799011 0.020406531238770294 0.010133134542090708
leaf_weight=79 88 85 82 62 132 52 53 130 97 76 93 58 509 52 79 53 54 64 92 89 80 92 53 52
leaf_count=79 88 85 82 62 132 52 53 130 97 76 93 58 509 52 79 53 54 64 92 89 80 92 53 52
internal_value=0 0.00479931 0.000625268 0.0093158 -0.00236892 -0.00483351 -0.00240379 0.000609367 0.0121069 0.0132577 0.0115609 0.0137209 0.0152775 0.0248365 0.0165251 -0.00590087 0.00716475 0.0119898 0.0160853 0.00765299 0.0180857 0.00242855 0.0109523 0.00654119
internal_weight=0 1233 641 592 556 474 422 369 1123 1026 895 802 726 131 668 185 184 504 259 245 589 156 167 114
internal_count=2356 1233 641 592 556 474 422 369 1123 1026 895 802 726 131 668 185 184 504 259 245 589 156 167 114
is_linear=0
shrinkage=0.16829


Tree=3501
num_leaves=13
num_cat=0
split_feature=40 13 0 3 148 15 16 4 4 4 3 2
split_gain=0.881097 0.828946 0.70161 0.669503 0.522147 0.427345 0.766348 0.313525 0.997381 0.395507 0.464822 0.425919
threshold=0.051255000000000002 -0.16392499999999996 -0.12324999999999998 -0.14443999999999999 -0.043434999999999994 0.03981500000000001 -0.0101 -0.37626499999999991 -0.097514999999999977 -0.080429999999999988 -0.082904999999999993 0.10686000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 -6 -9 10 -10 -11
right_child=-2 3 -4 4 7 -7 -8 8 9 11 -12 -13
leaf_value=-0.019270204078376003 -0.013584601377013186 0.028617616422530599 0.0061573827085710832 -0.0057068299598164755 0.017548597419043906 0.030647006632156654 0.0023471810876489634 -0.015602668100569865 0.01006549250559882 0.005173312236512486 0.025397200609242127 0.012314003144718273
leaf_weight=59 58 52 64 84 90 53 80 52 303 1089 69 303
leaf_count=59 58 52 64 84 90 53 80 52 303 1089 69 303
internal_value=0 0.00740735 -0.00602498 0.0081678 0.00726602 0.0178582 0.0127098 0.0078387 0.00735649 0.00803431 0.0129141 0.00672893
internal_weight=0 2298 123 2175 1990 185 132 1906 1816 1764 372 1392
internal_count=2356 2298 123 2175 1990 185 132 1906 1816 1764 372 1392
is_linear=0
shrinkage=0.16829


Tree=3502
num_leaves=28
num_cat=0
split_feature=1 3 4 52 4 3 47 3 3 3 124 4 52 15 15 52 52 15 3 43 12 160 475 12 12 52 43
split_gain=30.586 10.2189 5.98278 4.51891 4.41104 3.74149 2.80757 2.37463 1.45975 1.28171 1.94219 0.978631 1.08095 0.852038 0.943863 1.18278 0.754737 0.901201 0.690939 0.665962 0.647757 0.461347 0.73236 0.364869 0.648581 0.280906 0.239786
threshold=0.092810000000000017 -0.049204999999999992 0.36766000000000004 0.12431000000000002 -0.16270999999999997 0.31534000000000006 0.090100000000000013 -0.081184999999999993 -0.027864999999999997 0.077930000000000013 -0.058514999999999991 0.043850000000000007 0.0029250000000000005 -0.097269999999999981 0.083185000000000023 0.016565000000000003 -0.091784999999999992 0.076335000000000014 -0.13088999999999998 0.0035900000000000007 0.083795000000000022 -0.019794999999999997 -1.0000000180025095e-35 0.089300000000000004 0.094225000000000017 -0.096614999999999993 -0.076344999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 16 5 8 6 9 18 -1 10 -3 13 -13 -9 15 26 -2 -18 -6 20 -20 22 -22 -16 -25 -23 -15
right_child=1 3 -4 -5 7 -7 -8 11 -10 -11 -12 12 -14 14 23 -17 17 -19 19 -21 21 25 -24 24 -26 -27 -28
leaf_value=0.00084130864938181278 0.0019539318051204017 0.00063597989261032556 0.00066482865685035082 0.0015225437826133148 0.0023029322180090324 -0.00020965626531399214 0.0013580010594053586 0.0021754007602915533 0.0016047250646975659 0.00085811860559544516 -0.00013747109069312308 0.0012697772008632747 0.0018652210117299146 0.0019195125746657104 0.0021112297441783679 0.0011622552494421304 0.0013457461686154247 0.0018434577862181207 0.0023167477770653093 0.0016951465925047046 0.0020626494367700647 0.0018674323390057241 0.0016436650623795237 0.0015658418497442126 0.0020098875868332306 0.0020690938396683667 0.0016273978278387609
leaf_weight=58 93 102 77 62 75 58 58 59 52 93 54 91 53 53 64 54 86 75 66 88 83 100 104 67 80 370 81
leaf_count=58 93 102 77 62 75 58 58 59 52 93 54 91 53 53 64 54 86 75 66 88 83 100 104 67 80 370 81
internal_value=0 0.00103606 0.00147132 0.000698568 0.00184104 0.000558508 0.000703749 0.00188822 0.00120252 0.000551211 0.000368021 0.00172786 0.00148918 0.00180283 0.00174765 0.00157652 0.00171567 0.00157782 0.00199713 0.00196881 0.00200207 0.0019704 0.00182982 0.00189996 0.00180774 0.00202626 0.0017432
internal_weight=0 758 331 427 1598 365 307 1488 110 249 156 602 144 458 399 188 254 161 886 811 723 657 187 211 147 470 134
internal_count=2356 758 331 427 1598 365 307 1488 110 249 156 602 144 458 399 188 254 161 886 811 723 657 187 211 147 470 134
is_linear=0
shrinkage=0.0032998


Tree=3503
num_leaves=9
num_cat=0
split_feature=31 447 52 4 4 4 13 0
split_gain=0.693014 0.766507 0.348225 0.469749 0.446021 0.551867 0.377396 0.379731
threshold=-0.019269999999999999 0.089095000000000021 -0.56022499999999986 -0.49013999999999996 -0.17689999999999997 -0.13833499999999996 -0.16392499999999996 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8
right_child=1 -3 3 4 5 6 7 -9
leaf_value=-0.011062700891735782 0.021274073823401185 -0.011202992094648879 -0.0051521662574131764 0.021083737187497335 -0.0093413730590632838 -0.0023472471937708923 0.0081366968657700239 0.021988051025822346
leaf_weight=59 54 61 79 72 53 94 1826 58
leaf_count=59 54 61 79 72 53 94 1826 58
internal_value=0 0.00739739 0.00790563 0.00757397 0.00805288 0.00759005 0.00804463 0.00856407
internal_weight=0 2297 2236 2182 2103 2031 1978 1884
internal_count=2356 2297 2236 2182 2103 2031 1978 1884
is_linear=0
shrinkage=0.16829


Tree=3504
num_leaves=14
num_cat=0
split_feature=40 14 1 0 16 2 50 2 51 0 16 16 133
split_gain=0.590671 0.729692 0.84669 0.826021 0.688447 0.67365 0.5115 0.455412 0.361903 0.632139 0.534944 0.223921 0.191165
threshold=0.051255000000000002 -0.072219999999999993 0.13712000000000005 -0.15061499999999997 -0.019749999999999993 0.091070000000000012 0.12170000000000002 0.11252000000000002 -0.091614999999999988 0.11026000000000001 0.27552000000000004 -0.080419999999999978 0.056015000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 7 8 10 -10 -5 -9 -13
right_child=-2 2 -4 6 -6 -7 -8 11 9 -11 -12 12 -14
leaf_value=0.033663672759995003 -0.010994479248880033 0.009564758378018309 -0.010446553668657701 -0.009704957325118866 0.0064843091353595757 -0.013931933739570551 -0.0061045897503537658 0.024111461767856515 0.006961968424997694 0.024467916344906804 0.008505535921871199 0.016726455069108435 0.0037082155170372016
leaf_weight=52 58 53 90 88 54 99 79 59 1433 61 95 82 53
leaf_count=52 58 53 90 88 54 99 79 59 1433 61 95 82 53
internal_value=0 0.00619094 0.00553035 0.00621528 0.0198345 -0.00572719 0.0071471 0.00770759 0.00681266 0.00767794 -0.000241605 0.0154344 0.0116289
internal_weight=0 2298 2192 2102 106 152 1950 1871 1677 1494 183 194 135
internal_count=2356 2298 2192 2102 106 152 1950 1871 1677 1494 183 194 135
is_linear=0
shrinkage=0.16829


Tree=3505
num_leaves=24
num_cat=0
split_feature=1 3 4 2 16 4 133 3 52 1 1 12 475 1 42 49 474 16 3 4 133 157 3
split_gain=15.5788 4.93252 4.06275 2.04932 2.91262 1.80564 1.54422 1.1945 0.992395 0.866889 1.02231 1.30502 0.85413 0.769528 0.648668 0.575986 0.569958 0.510781 0.724499 0.409644 0.809442 0.547811 0.362612
threshold=0.10141500000000002 0.30112000000000005 -0.036279999999999993 0.10272000000000002 -0.0088649999999999996 0.054560000000000004 0.008405000000000001 -0.018739999999999996 0.038145000000000005 0.090195000000000011 0.096630000000000008 0.090715000000000018 -0.084169999999999981 0.11604000000000002 0.08400500000000001 0.047620000000000003 0.088010000000000019 -0.096494999999999984 -0.082709999999999992 -0.082634999999999986 0.091535000000000019 -0.025309999999999996 -0.078644999999999979
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 -2 6 7 9 13 -5 15 12 11 -11 14 -4 -1 -7 17 18 -14 20 -19 -21 -13
right_child=1 -3 3 4 -6 8 -8 -9 -10 10 -12 22 16 -15 -16 -17 -18 19 -20 21 -22 -23 -24
leaf_value=0.0021631957946035966 0.0017415479672976547 0.00029949837683501939 0.0017719727251970839 0.00066008138013997936 0.00016265657729676116 0.00090216168377730253 0.00078691942564496802 0.0012639999828005033 0.0016217233765628721 0.0010279311919845122 0.0018939152981096213 0.0014080343323383453 0.0016222088012907423 0.0012179655334550567 0.0016970161141943944 0.0013585183018703444 0.0019516867654483059 0.0018275125859020906 0.0021410534480307379 0.0012804109906765153 0.0014558950058968041 0.0016121521286953145 0.0017959248138582611
leaf_weight=74 96 92 52 61 62 56 52 87 82 74 52 55 65 59 60 67 77 237 55 61 89 582 53
leaf_count=74 96 92 52 61 62 56 52 87 82 74 52 55 65 59 60 67 77 237 55 61 89 582 53
internal_value=0 0.000998626 0.00113569 0.000979668 0.000763753 0.00163121 0.00125762 0.00101533 0.00133948 0.00167018 0.00148411 0.00136683 0.00170364 0.00147782 0.00195472 0.00115103 0.00167476 0.00165514 0.00186031 0.0016297 0.00172617 0.00158074 0.00159871
internal_weight=0 561 469 373 210 1739 163 148 205 1534 234 182 1300 111 134 123 1166 1089 120 969 326 643 108
internal_count=2300 561 469 373 210 1739 163 148 205 1534 234 182 1300 111 134 123 1166 1089 120 969 326 643 108
is_linear=0
shrinkage=0.0032998


Tree=3506
num_leaves=15
num_cat=0
split_feature=3 4 403 2 3 15 2 15 2 3 0 13 0 4
split_gain=0.740342 0.992023 0.669867 0.57679 0.540809 1.47512 0.542443 0.610521 0.563951 0.603753 0.262971 0.251443 0.242349 0.152036
threshold=-0.18766499999999997 -0.11205499999999999 -0.53317999999999988 0.10613000000000002 0.10323000000000002 -0.058234999999999988 -0.013254999999999998 -0.40312499999999996 0.114805 -0.10468499999999999 -0.065489999999999979 -0.39451999999999993 -0.016419999999999997 -0.50388999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 -3 -1 6 11 -4 -8 9 -9 -10 -6 -2 -14
right_child=1 2 4 -5 5 -7 7 8 10 -11 -12 -13 13 -15
leaf_value=-0.019403579232662199 0.012161273814930823 -0.0089976442010133752 0.021453518228094222 0.0046134126295297052 0.015530211585517921 -0.025582608024030527 -0.0075925046653441798 -0.0069127374971031177 0.02806551820302999 0.0079367363545979602 0.012333903991705676 0.00026817176666498453 0.01823922559786248 0.031056635153188978
leaf_weight=52 77 76 81 62 64 52 74 82 52 1389 73 59 54 53
leaf_count=52 77 76 81 62 64 52 74 82 52 1389 73 59 54 53
internal_value=0 0.00757691 0.00648871 -0.00632595 0.00710073 -0.00181112 0.00799243 0.00733845 0.00803187 0.00710774 0.0188926 0.008224 0.0194072 0.0246048
internal_weight=0 2186 2002 114 1926 175 1751 1670 1596 1471 125 123 184 107
internal_count=2300 2186 2002 114 1926 175 1751 1670 1596 1471 125 123 184 107
is_linear=0
shrinkage=0.16829


Tree=3507
num_leaves=23
num_cat=0
split_feature=1 47 1 4 1 47 12 4 4 1 12 4 4 1456 4 12 43 160 15 4 133 4
split_gain=14.8649 3.07761 3.23779 1.9991 1.22897 1.21942 1.17396 1.11652 1.30457 0.894764 2.09818 0.820229 0.670841 0.591225 0.625437 0.710886 0.562366 0.553813 0.524265 0.442866 0.340483 0.141061
threshold=0.10439500000000002 0.085505000000000012 0.13130500000000003 0.054560000000000004 0.083555000000000018 0.078875000000000015 0.085135000000000002 -0.029369999999999997 0.070595000000000005 0.090195000000000011 0.089175000000000018 0.50373500000000015 0.05864500000000001 0.087955000000000019 -0.082634999999999986 1.0000000180025095e-35 -0.035884999999999993 -0.44664999999999994 0.035560000000000008 -0.088499999999999981 0.087005000000000013 0.50569000000000008
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 7 5 20 9 -7 -2 -9 13 -11 -4 -3 14 18 -16 -12 -17 -1 -20 -5 -10
right_child=1 12 11 4 -6 6 -8 8 21 10 16 -13 -14 -15 15 17 -18 -19 19 -21 -22 -23
leaf_value=0.0019747848780089085 0.0013698153008821687 0.001570003451644063 0.00062772907813545182 0.0015026623476299586 0.00077022822153955306 0.0022003822953816192 0.0016047602919265511 0.00045350857147751097 0.00091131600467078818 0.0009351836492444732 0.0013621761407177752 9.7311703975954222e-05 0.0010948135995248872 0.0012353223413478244 0.0011639906230068195 0.0012247711346794507 0.0017690001257004526 0.0015782765720505634 0.0014615486958046446 0.0017335838605858243 0.0011980197529894146 0.0011504398581908145
leaf_weight=61 53 57 52 84 52 59 95 66 53 89 72 82 77 59 56 53 79 673 105 183 80 60
leaf_count=61 53 57 52 84 52 59 95 66 53 89 72 82 77 59 56 53 79 673 105 183 80 60
internal_value=0 0.000869034 0.000712174 0.00151238 0.00121383 0.00155306 0.00183318 0.000948119 0.000823062 0.00152287 0.00133804 0.000303408 0.00129721 0.00156012 0.00157703 0.00152474 0.00157525 0.00155252 0.0016941 0.00163453 0.00135427 0.0010386
internal_weight=0 500 366 1800 216 1584 154 232 179 1430 240 134 134 1190 1131 782 151 726 349 288 164 113
internal_count=2300 500 366 1800 216 1584 154 232 179 1430 240 134 134 1190 1131 782 151 726 349 288 164 113
is_linear=0
shrinkage=0.0032998


Tree=3508
num_leaves=23
num_cat=0
split_feature=1 4 4 1 2 52 1 11 12 4 15 43 1 16 42 50 4 43 12 133 13 13
split_gain=23.6117 4.63938 2.77426 2.72051 2.11329 1.65832 1.58558 2.32012 1.90603 1.02362 1.51429 0.983803 0.673052 0.581148 0.484981 0.391765 0.350871 0.749093 1.18343 0.700551 0.363383 0.342035
threshold=0.104035 -0.036279999999999993 0.054560000000000004 0.12419000000000001 1.0000000180025095e-35 0.038145000000000005 0.090195000000000011 0.075910000000000019 0.090715000000000018 0.42098500000000005 -0.46319999999999995 -0.011884999999999998 0.11249000000000002 -0.096494999999999984 -0.0015249999999999999 0.089030000000000012 -0.082634999999999986 -0.011584999999999998 0.084710000000000021 0.11370000000000001 1.0000000180025095e-35 -0.086919999999999983
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 -2 6 4 -3 14 7 13 11 -5 -11 -8 -6 -1 -4 -10 19 21 -19 20 -15 -18
right_child=1 3 5 9 12 -7 8 -9 15 10 -12 -13 -14 16 -16 -17 17 18 -20 -21 -22 -23
leaf_value=0.002589378652607866 0.0021787584318277826 0.0019963639218817711 0.0019278671385823101 0.0013359737151054595 0.0011250148018691185 0.0022790119631177735 0.001483979703073808 0.002956482917099539 0.0025119895561160743 0.00121028689596441 0.00044831582529363982 0.0020733755544265148 0.0015616015537849323 0.0025549847136762771 0.0015120305403339997 0.0021758403189375526 0.0025745031427392468 0.0017008803503231666 0.0022438899885646713 0.0021008126373559311 0.0022456507720611924 0.0023209708018313681
leaf_weight=94 83 80 53 71 81 85 60 70 76 57 57 65 75 201 76 81 70 54 244 65 55 447
leaf_count=94 83 80 53 71 81 85 60 70 76 57 57 65 75 201 76 81 70 54 244 65 55 447
internal_value=0 0.00146508 0.00227356 0.00132429 0.00155943 0.00191999 0.00232137 0.00237023 0.00209599 0.00102413 0.00082961 0.00179075 0.00133514 0.00233684 0.00168315 0.00233879 0.00231591 0.00227871 0.00214561 0.00241024 0.00248866 0.00235537
internal_weight=0 504 1796 421 236 214 1582 1300 282 185 114 125 156 1230 129 157 1136 815 298 321 256 517
internal_count=2300 504 1796 421 236 214 1582 1300 282 185 114 125 156 1230 129 157 1136 815 298 321 256 517
is_linear=0
shrinkage=0.0032998


Tree=3509
num_leaves=13
num_cat=0
split_feature=15 3 12 52 48 3 14 15 14 12 16 51
split_gain=27.4894 15.0544 6.80612 3.08645 2.87713 2.33715 1.74036 1.59117 1.51513 1.24719 0.741638 0.57148
threshold=-0.25061999999999995 0.10812000000000001 -0.077034999999999978 0.12066000000000002 0.087730000000000016 -0.21779999999999997 0.062655000000000016 -0.017454999999999995 -0.41076499999999994 0.11589000000000001 -0.4714549999999999 0.10501000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 -2 -4 9 -3 -1 10 -7 -12
right_child=1 7 5 -5 -6 6 -8 -9 -10 -11 11 -13
leaf_value=0.00063947675587381313 0.0015667287279789604 0.00099005497472688187 0.0013651456134946593 0.0011331451043912367 0.00060705860133562046 0.0015655000896255119 0.0024244110031281514 0.00027261400346549923 -6.6447973240797654e-05 0.0014837294601610959 0.0019051545368293588 0.0021558553485601897
leaf_weight=53 73 93 91 53 64 67 69 53 88 80 1407 109
leaf_count=53 73 93 91 53 64 67 69 53 88 80 1407 109
internal_value=0 0.00175247 0.00182863 0.000454132 0.00111867 0.00188196 0.0019091 0.000729855 0.00019865 0.00188769 0.00190809 0.0019232
internal_weight=0 2106 1960 194 137 1823 1732 146 141 1663 1583 1516
internal_count=2300 2106 1960 194 137 1823 1732 146 141 1663 1583 1516
is_linear=0
shrinkage=0.0032998


Tree=3510
num_leaves=24
num_cat=0
split_feature=4 12 15 12 47 15 159 4 42 4 15 4 51 43 15 12 43 401 12 4 43 15 43
split_gain=61.8827 23.33 3.64299 3.19642 2.98513 2.84378 2.38268 2.36701 2.08224 1.94501 2.91175 1.4966 1.14675 1.13585 0.851037 0.693756 0.654708 0.597882 0.686152 0.569033 0.507788 0.626356 0.164373
threshold=0.30163500000000004 0.077755000000000005 0.035560000000000008 0.09697500000000002 0.077555000000000013 -0.42443999999999993 0.10579500000000001 0.42098500000000005 0.11929000000000002 -0.16270999999999997 -0.015464999999999998 0.053455000000000009 0.086950000000000013 -0.033174999999999989 0.11469500000000001 0.10388500000000002 -0.073404999999999984 0.081905000000000019 0.086115000000000011 -0.26545999999999997 0.091510000000000022 0.090725000000000014 -0.12584499999999996
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=1 2 4 14 9 6 -2 -7 11 -1 12 13 16 22 17 -15 -11 19 -19 -3 21 -21 -5
right_child=5 3 -4 8 -6 7 -8 -9 -10 10 -12 -13 -14 15 -16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=0.0012976575166675928 0.0006466637948311047 0.002258749313735489 0.0018118482395174775 0.0022009610883581181 0.0014093658449797072 9.4320548821629508e-06 -0.0002500403575079624 -0.00095468507397622894 0.0010541926566617504 0.00075120561073624295 -5.3125978591981487e-05 0.0012537454256584684 0.00040981574175449187 0.0013267785810273909 0.0015358959822927185 0.0018501196554953309 0.0012391779086686993 0.0024634414221433509 0.0019956047481317703 0.0018715455002338596 0.0022080570193955726 0.0021176916828551406 0.0019478373215295953
leaf_weight=54 76 60 55 52 95 58 56 53 63 62 56 61 54 55 52 57 59 55 95 838 66 133 72
leaf_count=54 76 60 55 52 95 58 56 53 63 62 56 61 54 55 52 57 59 55 95 838 66 133 72
internal_value=0 0.00169784 0.00101746 0.00187622 0.000902395 -6.1201e-05 0.000265977 -0.000450595 0.00160054 0.000733281 0.000601197 0.00171631 0.000810781 0.00183572 0.00195259 0.00159344 0.000989434 0.00196994 0.00216738 0.00194291 0.0019246 0.0019053 0.00205427
internal_weight=0 2094 435 1659 380 243 132 111 360 285 231 297 175 236 1299 112 121 1247 150 1097 1037 971 124
internal_count=2337 2094 435 1659 380 243 132 111 360 285 231 297 175 236 1299 112 121 1247 150 1097 1037 971 124
is_linear=0
shrinkage=0.0032998


Tree=3511
num_leaves=20
num_cat=0
split_feature=0 12 15 12 2 2 52 12 160 12 51 49 15 15 15 1212 48 12 2
split_gain=1.52955 1.57612 0.84838 0.899338 0.859991 0.772441 0.702856 0.645585 0.581276 0.875812 0.762566 0.737391 0.524871 0.448463 0.587848 0.571574 0.415577 0.385789 0.109727
threshold=0.0037850000000000002 0.023990000000000004 -0.45015499999999992 -0.096989999999999979 0.088850000000000012 0.099145000000000025 0.11232500000000002 -1.0000000180025095e-35 0.11655500000000001 0.082530000000000006 0.045645000000000005 -0.053904999999999988 -0.008094999999999998 0.090725000000000014 0.095970000000000014 0.090840000000000018 0.091220000000000009 0.096315000000000026 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 -4 6 -2 13 18 9 10 -9 -11 -8 15 -15 16 -5 -3 -6
right_child=1 17 3 4 7 -7 12 8 -10 11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0037086025574808493 -0.0042093248119331444 0.021592230781612737 0.034284049373049859 0.015550432945101784 -0.0096830687656826939 -0.030860892141372408 0.014455334351719768 0.012633757863149055 -0.0065404715556475956 -0.010763283382527172 0.038025407469653633 0.010116470077338579 -0.0070108335901049416 0.038548189156894577 0.014910651695738681 0.00050804979788561077 0.030759238460459058 0.0020523072397890751 0.0011192196996728649
leaf_weight=94 76 59 53 729 53 52 63 82 57 53 57 491 66 58 62 68 55 56 53
leaf_count=94 76 59 53 729 53 52 63 82 57 53 57 491 66 58 62 68 55 56 53
internal_value=0 -0.00219756 0.0119015 0.012636 0.0120458 -0.0150506 0.015148 0.00800645 0.00976668 0.0111302 0.0230591 0.00807893 0.00345872 0.0166975 0.0263504 0.0153359 0.0166197 0.0120928 -0.00426498
internal_weight=0 243 2094 2000 1947 128 1101 846 740 683 139 544 129 972 120 852 784 115 106
internal_count=2337 243 2094 2000 1947 128 1101 846 740 683 139 544 129 972 120 852 784 115 106
is_linear=0
shrinkage=0.16829


Tree=3512
num_leaves=12
num_cat=0
split_feature=3 123 13 52 12 3 2 1212 48 1212 13
split_gain=1.15189 0.749988 0.585591 1.03637 1.26295 0.737629 0.615731 0.542036 0.544721 0.36864 0.274048
threshold=0.32329500000000005 0.09338500000000001 0.046185000000000004 -0.14715499999999998 0.087215000000000015 -0.14619999999999997 -0.007134999999999999 0.11930500000000001 -0.065224999999999991 0.09198000000000002 0.15578000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7 8 -8 -10 -6
right_child=-2 -3 3 4 10 6 7 -9 9 -11 -12
leaf_value=0.027549503685916181 -0.013398689501547791 -0.0095636422948422242 0.01862185037587066 -0.022164275451399321 -0.00077612344542815897 -0.0028218154422811918 0.025128362850756671 0.027626674829720484 0.010413565386619918 -0.0015023870406126265 0.012805577262290938
leaf_weight=73 65 58 90 67 97 96 69 54 1517 77 74
leaf_count=73 65 58 90 67 97 96 69 54 1517 77 74
internal_value=0 0.00931171 0.009807 0.00323626 -0.00257428 0.0109488 0.0102794 0.0110129 0.0104724 0.00983682 0.00509083
internal_weight=0 2272 2214 328 238 1886 1813 1717 1663 1594 171
internal_count=2337 2272 2214 328 238 1886 1813 1717 1663 1594 171
is_linear=0
shrinkage=0.16829


Tree=3513
num_leaves=27
num_cat=0
split_feature=1 4 123 1 2 2 1 4 13 1 2 4 13 4 52 1212 1 13 159 15 15 52 15 13 2 2
split_gain=20.2815 4.43018 2.15883 1.90857 1.88432 1.63074 1.35494 3.19004 1.06054 0.957315 0.637927 1.25296 0.598498 0.56604 0.462557 0.553954 0.439941 0.401425 0.36599 0.350441 0.336771 0.391182 0.198977 0.29305 0.154951 0.150927
threshold=0.10491000000000002 0.42953500000000006 0.083275000000000016 0.13130500000000003 0.090115000000000015 0.10731 0.089840000000000017 -0.15238499999999996 -1.0000000180025095e-35 0.092415000000000011 0.097880000000000009 -0.065454999999999985 -0.096444999999999989 -0.082084999999999977 0.11379500000000002 0.089995000000000019 0.11367000000000001 -0.042924999999999998 -0.016814999999999997 -0.026169999999999995 -0.074959999999999985 0.10855000000000002 -0.088954999999999992 -0.020084999999999995 0.11693000000000002 0.092365000000000017
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=4 2 5 -3 9 16 10 -8 -7 12 13 -12 -1 -6 15 18 -2 -11 -14 -20 -13 24 -15 25 -22 -24
right_child=1 3 -4 -5 6 8 7 -9 -10 17 11 20 14 22 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27
leaf_value=0.0020516285839528672 0.0016524217207335584 0.00082186097846733536 0.00053038441607907501 8.0156915877218368e-05 0.0019342954907053561 0.0005913377973648026 0.0017419464586492493 0.00065498180523654585 0.0012036817081430792 0.0015685864557366319 0.0009401244759334672 0.0016643571948068527 0.0019580007086513708 0.001718089222503097 0.0014106153509145251 0.0014548932433446 0.0012668113465673717 0.0012334129226983313 0.0015831229415207973 0.0017557629835342492 0.0011570450405528796 0.0016362603135969727 0.0017212061371121297 0.0012971235070345566 0.0014173138824398594 0.0014897435674371634
leaf_weight=52 58 62 71 97 52 60 52 68 64 96 53 90 74 63 64 88 76 68 180 496 52 55 55 57 53 81
leaf_count=52 58 62 71 97 52 60 52 68 64 96 53 90 74 63 64 88 76 68 180 496 52 55 55 57 53 81
internal_value=0 0.000822199 0.00104083 0.000369596 0.00157866 0.00118116 0.00144802 0.00112629 0.00090767 0.00166405 0.00151114 0.00140277 0.00170428 0.00161765 0.00168422 0.00170507 0.00143398 0.00142983 0.00173438 0.00170985 0.0015007 0.00140843 0.00155319 0.00149918 0.00128875 0.00158361
internal_weight=0 488 329 159 1849 258 731 120 124 1118 611 303 954 308 902 838 134 164 750 676 250 160 256 193 105 136
internal_count=2337 488 329 159 1849 258 731 120 124 1118 611 303 954 308 902 838 134 164 750 676 250 160 256 193 105 136
is_linear=0
shrinkage=0.0032998


Tree=3514
num_leaves=30
num_cat=0
split_feature=1 1 2 123 1 16 16 50 16 52 2 2 12 13 12 2 13 1213 42 42 16 52 42 2 42 42 50 42 2
split_gain=29.1735 8.17568 3.74254 3.50117 3.36107 3.35948 2.09985 2.74105 1.92681 1.13856 1.07617 1.0339 2.26703 0.878228 0.547281 0.492025 0.403535 0.64751 0.465497 0.371083 0.42985 0.531137 0.391863 0.367431 0.337796 0.31181 0.276864 0.242898 0.236333
threshold=0.10491000000000002 0.14967500000000003 0.090115000000000015 0.08969000000000002 0.089840000000000017 -0.00027999999999999998 0.22564000000000003 0.077545000000000017 -0.42372999999999994 -1.0000000180025095e-35 0.11366500000000002 0.074875000000000011 0.083220000000000002 -0.055129999999999992 0.099815000000000015 0.083715000000000026 -0.09219999999999999 -1.0000000180025095e-35 -0.0015249999999999999 0.090115000000000015 0.0045450000000000013 0.033770000000000008 0.10138000000000001 0.085730000000000015 -0.020484999999999996 0.087800000000000003 0.089280000000000012 -0.0060199999999999993 0.084775000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 6 10 -6 7 8 -2 -10 14 12 -1 -12 19 -13 -17 18 -18 20 21 -4 -21 28 -25 27 -27 -14 -19
right_child=1 -3 4 -5 5 -7 -8 -9 9 -11 13 15 25 -15 -16 16 17 23 -20 22 -22 -23 -24 24 -26 26 -28 -29 -30
leaf_value=0.0013369004367670802 0.0014324902378276567 -0.00013696017481387501 0.0017992122258508553 0.00053428541955962176 0.00078614432472120144 0.0018942329479383921 0.0018713622012522112 0.0018631584103858446 0.0010655691423479496 0.00045140508214889434 0.0019458578262789015 0.0024421216485644519 0.0020769565021008397 0.0013739922576170766 0.0017498345585465231 0.0024372214849603174 0.0021092310737266988 0.0022147178421289505 0.0017298479865668656 0.0017716686737126754 0.0023078847852907409 0.0021807493612967573 0.0021328725499652713 0.002318257359679133 0.0020747385013702374 0.0018410664904713304 0.0021160361611056184 0.0023534000554549139 0.0025123769000220107
leaf_weight=53 98 53 73 66 64 56 71 61 85 54 53 75 94 67 95 53 80 69 66 96 83 92 52 86 259 86 81 60 56
leaf_count=53 98 53 73 66 64 56 71 61 85 54 53 75 94 67 95 53 80 69 66 96 83 92 52 86 259 86 81 60 56
internal_value=0 0.00108606 0.0019933 0.00123515 0.00180936 0.00130355 0.00136042 0.00123856 0.00107765 0.000827226 0.00190865 0.00211353 0.00197103 0.00162686 0.00197745 0.00218511 0.00215625 0.00213201 0.00193797 0.00203196 0.00211128 0.00201216 0.00189882 0.00219222 0.00213554 0.00207562 0.00197465 0.00218489 0.00234835
internal_weight=0 488 1849 435 731 120 369 298 237 139 611 1118 374 120 491 744 669 616 146 396 248 165 148 470 345 321 167 154 125
internal_count=2337 488 1849 435 731 120 369 298 237 139 611 1118 374 120 491 744 669 616 146 396 248 165 148 470 345 321 167 154 125
is_linear=0
shrinkage=0.0032998


Tree=3515
num_leaves=23
num_cat=0
split_feature=4 12 150 12 14 51 4 4 4 11 11 157 133 133 4 133 39 51 12 4 52 133
split_gain=22.1016 7.71196 3.05032 2.99373 1.62795 1.53159 1.11137 0.955254 2.27218 0.916135 0.931136 0.72012 0.65177 0.853378 0.589065 0.58475 0.356985 0.312882 0.254846 0.250666 0.230257 0.148158
threshold=0.30163500000000004 1.0000000180025095e-35 0.085455000000000017 -0.09168999999999998 -0.10708499999999999 -0.097374999999999975 0.053255000000000004 -0.0052149999999999992 -0.15618499999999999 1.0000000180025095e-35 0.085155000000000022 -0.096984999999999974 0.11370000000000001 0.083700000000000011 0.50657000000000008 0.032620000000000003 0.084155000000000021 -0.085504999999999984 0.10134500000000002 0.16421000000000002 0.093245000000000008 0.40438500000000005
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 2 5 -2 -5 -1 9 8 -7 11 -11 -3 13 15 -6 -13 -9 -15 19 -8 21 -14
right_child=3 6 -4 4 14 7 18 16 -10 10 -12 12 20 17 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0020406856589972309 0.00011400774492754813 0.0015585787738697453 0.00093062784519708176 0.0014682378022769134 0.00062857260550740006 0.0017531334333669298 0.0016696286797918979 0.0018393568740823075 0.00089779824650885911 0.0025210261950109475 0.001965656310599358 0.0019569121225933121 0.0016023378274362186 0.0023767905825869003 0.0010692454515273861 0.0016003647452871833 0.0014751098554718911 0.0020907013606142081 0.0015134320593405343 0.0019621724079625482 0.0019531986451895417 0.0018210771891486674
leaf_weight=66 55 53 100 55 87 62 90 72 75 63 71 732 74 54 54 55 52 223 58 53 64 71
leaf_count=66 55 53 100 55 87 62 90 72 75 63 71 732 74 54 54 55 52 223 58 53 64 71
internal_value=0 0.00183166 0.00143581 0.000795037 0.000985962 0.0015902 0.0019334 0.00147615 0.00128514 0.00196523 0.00222703 0.00193875 0.00195455 0.00198793 0.000797591 0.00193204 0.00168689 0.0021466 0.00170205 0.0017783 0.00178442 0.00170969
internal_weight=0 2088 427 251 196 327 1661 261 137 1460 134 1326 1273 1064 141 787 124 277 201 143 209 145
internal_count=2339 2088 427 251 196 327 1661 261 137 1460 134 1326 1273 1064 141 787 124 277 201 143 209 145
is_linear=0
shrinkage=0.0032998


Tree=3516
num_leaves=11
num_cat=0
split_feature=3 149 0 159 2 51 151 157 1212 10
split_gain=1.42743 0.865093 0.745591 0.816293 0.597273 0.534408 0.796466 0.362945 0.324324 0.280761
threshold=0.30112000000000005 0.079625000000000015 -0.023359999999999995 0.077610000000000012 0.10575500000000002 0.11794000000000002 0.087340000000000015 0.083215000000000011 0.11930500000000001 -0.012054999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 8 9 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.023302580529451458 -0.008772492463303137 0.03243685750194808 -0.01199773800952884 0.019417321281403995 0.0073942135428549409 0.0239567559565712 -0.0090293758971826954 0.022576740028045685 0.024389222614055711 0.010704778067132022
leaf_weight=52 102 55 101 59 81 103 52 89 54 1591
leaf_count=52 102 55 101 59 81 103 52 89 54 1591
internal_value=0 0.011575 0.0110483 0.00221071 -0.00335738 0.0121447 0.0114817 0.0120799 0.0115284 0.0111046
internal_weight=0 2237 2182 241 182 1941 1838 1786 1697 1643
internal_count=2339 2237 2182 241 182 1941 1838 1786 1697 1643
is_linear=0
shrinkage=0.16829


Tree=3517
num_leaves=13
num_cat=0
split_feature=0 34 14 1455 2 49 4 1 0 14 1186 52
split_gain=1.21865 0.473019 0.48398 0.537955 0.571276 0.685522 0.580875 0.633889 0.577919 0.317314 0.290596 0.267154
threshold=0.12539500000000003 -0.038779999999999995 -0.10708499999999999 0.10442000000000001 0.10322500000000003 0.10895000000000001 -0.38908499999999996 0.098420000000000021 -0.11912999999999999 0.076175000000000007 0.021560000000000003 -0.067394999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 -6 11 -9 10 -4 -8
right_child=-2 2 3 -5 6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.003084080180457915 -0.014188223237983003 0.021630851943024554 0.0088225412011467656 0.025745927136196074 0.019237649405394592 0.026762666302764169 0.00038513228980127494 0.0024913584989883974 -0.015028256636544586 0.021827409442381606 0.021324722523810933 0.013025439568665146
leaf_weight=81 63 97 1364 56 62 71 74 135 88 60 55 133
leaf_count=81 63 97 1364 56 62 71 74 135 88 60 55 133
internal_value=0 0.00952847 0.00999472 0.00945587 0.00900825 0.0105948 0.00400621 0.00180588 -0.00441416 0.00981747 0.00930839 0.00851536
internal_weight=0 2276 2195 2098 2042 1550 492 430 223 1479 1419 207
internal_count=2339 2276 2195 2098 2042 1550 492 430 223 1479 1419 207
is_linear=0
shrinkage=0.16829


Tree=3518
num_leaves=18
num_cat=0
split_feature=4 123 150 42 14 15 4 42 4 4 16 48 15 42 15 42 133
split_gain=33.745 8.08823 2.7204 3.81335 2.35428 2.15562 1.93616 1.91663 1.55925 1.43494 2.37498 1.34439 1.3436 0.893524 0.836402 0.411993 0.371889
threshold=0.30163500000000004 0.081180000000000016 0.081245000000000026 0.077855000000000021 0.076175000000000007 -0.42443999999999993 0.59999500000000017 0.11902500000000001 0.03851000000000001 -0.11205499999999999 0.081265000000000018 0.087215000000000015 -0.050699999999999995 -0.14509999999999998 -0.10312999999999999 0.086090000000000014 0.085005000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 6 -2 8 9 10 -1 -3 15 -11 -7 -10 -5
right_child=5 11 3 16 -6 14 -8 -9 12 13 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0012982480964651641 0.0013398679026101882 0.0015580398262736714 0.0011788518586649604 0.0018840634667021735 0.0027142317316808341 0.00013594588569862347 0.00053217498113455235 0.0015654579322566318 0.0018615450897807018 0.0026036595015044351 0.0021211596229701512 0.00085400769724905976 0.0014173183533090444 0.0021619455971627309 0.00069645553336262914 0.0021830478336320558 0.0022653755229176944
leaf_weight=56 79 54 89 54 65 63 55 78 111 53 122 66 59 1144 54 75 62
leaf_count=56 79 54 89 54 65 63 55 78 111 53 122 66 59 1144 54 75 62
internal_value=0 0.00200351 0.00205424 0.00169357 0.00209616 0.000722701 0.00100862 0.00207248 0.00209687 0.00214025 0.00186246 0.00117112 0.00185327 0.00218153 0.000394944 0.00199137 0.00208817
internal_weight=0 2088 1968 205 1763 251 134 1698 1620 1375 178 120 245 1197 117 186 116
internal_count=2339 2088 1968 205 1763 251 134 1698 1620 1375 178 120 245 1197 117 186 116
is_linear=0
shrinkage=0.0032998


Tree=3519
num_leaves=11
num_cat=0
split_feature=1 149 2 39 1 2 11 2 0 49
split_gain=1.08892 0.717738 0.576257 0.562798 0.590705 0.453242 0.438996 0.436688 0.303413 0.251975
threshold=0.14262000000000002 0.079625000000000015 -0.13811499999999996 0.10076500000000001 0.12864500000000004 0.11366500000000002 0.080150000000000013 0.12992500000000004 0.062580000000000011 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 9 -4 -7
right_child=-2 -3 3 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.0081258871541843303 -0.010119520196393622 0.02868132541828506 0.010540199181435396 -0.0053667236455552892 0.025400812287241729 -0.0083131894055233704 -0.0010925534207763897 0.013017847364265632 0.023390625270476716 0.0054920175858788325
leaf_weight=54 83 54 1637 70 68 92 90 74 54 63
leaf_count=54 83 54 1637 70 68 92 90 74 54 63
internal_value=0 0.00949776 0.0090265 0.00945855 0.00995882 0.00943551 0.010342 0.00237775 0.0109516 -0.00269045
internal_weight=0 2256 2202 2148 2078 2010 1781 229 1691 155
internal_count=2339 2256 2202 2148 2078 2010 1781 229 1691 155
is_linear=0
shrinkage=0.16829


Tree=3520
num_leaves=26
num_cat=0
split_feature=12 2 3 43 43 12 160 12 13 0 2 3 2 3 49 3 1213 0 52 12 403 50 43 52 13
split_gain=21.6803 8.65783 3.93362 3.52956 3.71534 2.36958 2.09285 1.98934 1.45105 1.4414 1.6546 1.41696 1.25099 2.03537 1.00457 0.752492 0.722544 0.652935 0.645554 0.627308 0.52979 0.51304 0.497408 0.317134 0.153007
threshold=1.0000000180025095e-35 0.13538500000000001 0.30835000000000007 -0.049364999999999992 -0.095564999999999983 0.092495000000000008 -1.0000000180025095e-35 -0.016554999999999997 -0.079299999999999995 -0.066849999999999979 0.098150000000000015 -0.11128999999999999 0.10188000000000001 -0.15197999999999998 -1.0000000180025095e-35 -0.082254999999999981 -0.082414999999999974 -0.049024999999999992 0.024560000000000002 0.084055000000000005 -0.0064299999999999991 0.083090000000000011 -0.0015099999999999998 -0.070104999999999987 -0.010094999999999998
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=2 5 3 4 -1 12 -5 -8 -6 11 -11 -7 13 -2 -9 16 -15 -12 21 -18 -17 23 -22 -13 -20
right_child=1 -3 -4 6 8 9 7 14 -10 10 17 18 -14 15 -16 20 19 -19 24 -21 22 -23 -24 -25 -26
leaf_value=0.0015644627980724809 0.0025904948550587669 0.00053478219083642948 0.00044483802521555233 0.0017887314799829069 0.00096992465171832042 0.0022503834422700317 0.0017287441459136481 0.00070576641840771476 0.00031132574832039056 0.0010692620053210434 0.0014550782948704363 0.0016585020465790946 0.001462521077432638 0.0017196552993883241 0.0012460712975815868 0.0020714437425019333 0.0022827367794788504 0.0019350660512267117 0.0019529487592193414 0.0019854464172235323 0.0018079339876137773 0.0018366830243240501 0.0014608148114442225 0.0013357439223195217 0.0017385531077003574
leaf_weight=57 53 58 94 102 61 61 59 66 91 79 67 58 59 89 88 63 99 59 92 389 208 60 59 83 68
leaf_count=57 53 58 94 102 61 61 59 66 91 79 67 58 59 89 88 63 99 59 92 389 208 60 59 83 68
internal_value=0 0.00178866 0.00106701 0.00117856 0.00084565 0.00183282 0.00139932 0.00121268 0.000575864 0.00167279 0.00144488 0.00178342 0.00193126 0.00196003 0.00101474 0.00192315 0.00199558 0.00168011 0.00170442 0.00204583 0.00179639 0.00157876 0.00173136 0.00146876 0.00186205
internal_weight=0 1704 618 524 209 1646 315 213 152 627 205 422 1019 960 154 907 577 126 361 488 330 201 267 141 160
internal_count=2322 1704 618 524 209 1646 315 213 152 627 205 422 1019 960 154 907 577 126 361 488 330 201 267 141 160
is_linear=0
shrinkage=0.0032998


Tree=3521
num_leaves=23
num_cat=0
split_feature=1 12 2 1 2 2 12 11 483 52 52 457 1 1 2 0 52 43 2 52 0 43
split_gain=17.5076 5.69608 2.79169 2.71392 2.45366 2.13769 1.3805 1.36134 0.93875 0.785766 1.42148 0.712194 0.690427 0.605823 0.621435 0.540524 0.530253 0.496334 0.485285 0.464603 0.40683 0.266713
threshold=0.11846000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.10141500000000002 0.11500500000000001 0.10161500000000002 -0.081314999999999985 0.077415000000000012 -0.020729999999999995 -0.11333999999999998 -0.046924999999999988 0.041935000000000007 0.13662500000000002 0.091785000000000019 0.088850000000000012 -0.094709999999999989 -0.41304999999999997 -0.10761 0.092235000000000025 0.061255000000000011 -0.13740499999999997 -0.071899999999999978
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 3 -2 9 -4 7 -6 8 -3 -1 -11 20 -8 14 15 -10 -7 -16 -12 -18 -5 -15
right_child=2 5 4 11 6 16 12 -9 13 10 18 -13 -14 21 17 -17 19 -19 -20 -21 -22 -23
leaf_value=0.0016961901159756767 -1.3926054385452095e-05 0.0018971012714610117 0.0013950174764837272 0.0007846286278214385 0.00099755045397496183 0.0015144509953369544 0.00061257390745025246 0.0020498372980483786 0.001938974418393691 0.00085865467011575871 0.0016816938749126887 0.00051184975369256006 7.6521732304740374e-05 0.0015252343631753855 0.0017639585801285473 0.0016234499130538134 0.0010311043339986947 0.001426737211358947 0.001268238876282456 0.0013611550132077673 0.0011819818225524941 0.0012399681641497001
leaf_weight=57 64 103 52 63 54 87 53 76 67 66 58 57 52 67 58 602 92 294 69 97 52 82
leaf_count=57 64 103 52 63 54 87 53 76 67 66 58 57 52 67 58 602 92 294 69 97 52 82
internal_value=0 0.0014762 0.000589212 0.00113432 0.000772322 0.00156496 0.000568451 0.0016192 0.00159346 0.00135403 0.00125279 0.000814771 0.000347436 0.0015667 0.0015956 0.0016551 0.00129972 0.0014824 0.00145734 0.00120068 0.000964608 0.00136848
internal_weight=0 2047 275 422 211 1625 159 1349 1273 250 193 172 105 1170 1021 669 276 352 127 189 115 149
internal_count=2322 2047 275 422 211 1625 159 1349 1273 250 193 172 105 1170 1021 669 276 352 127 189 115 149
is_linear=0
shrinkage=0.0032998


Tree=3522
num_leaves=14
num_cat=0
split_feature=1 48 0 3 10 41 15 16 456 49 1 50 0
split_gain=1.55226 0.699459 1.08917 0.804039 0.655972 0.666421 0.575694 1.50568 0.586457 0.516511 0.493664 0.383359 0.228015
threshold=0.14641500000000005 0.093265000000000015 -0.067659999999999984 -0.0062049999999999996 -0.010699999999999999 0.075585000000000013 -0.40312499999999996 -0.42004999999999992 0.085800000000000015 -0.0060549999999999988 0.085425000000000015 0.11875500000000001 -0.092319999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 12 -1 6 7 -6 9 10 -8 -11 -3
right_child=-2 2 -4 -5 5 -7 8 -9 -10 11 -12 -13 -14
leaf_value=0.029744983554009872 -0.016273055140387158 0.026121499287143413 -0.015641405348695698 -0.004717858884906675 0.020375329855893531 0.025927373445373842 0.012026229265023213 -0.018176476755761714 0.024151087531504346 0.012442406492146597 -0.0030710530764484611 -0.0013905963863548175 0.010990708274343963
leaf_weight=56 62 52 69 73 52 84 109 64 96 1343 140 59 63
leaf_count=56 62 52 69 73 52 84 109 64 96 1343 140 59 63
internal_value=0 0.0107071 0.00243298 0.00907622 0.0117678 0.0112498 0.0105871 -0.000879144 0.0113495 0.010604 0.00353058 0.011859 0.0178481
internal_weight=0 2260 257 188 2003 1947 1863 116 1747 1651 249 1402 115
internal_count=2322 2260 257 188 2003 1947 1863 116 1747 1651 249 1402 115
is_linear=0
shrinkage=0.16829


Tree=3523
num_leaves=26
num_cat=0
split_feature=4 1 12 1 4 4 0 4 0 11 0 0 12 12 0 1212 15 12 4 133 4 15 52 4 52
split_gain=26.3679 7.60223 4.12099 3.44704 1.69562 1.40917 1.32052 1.2419 1.09846 1.39995 1.28484 0.875046 0.851973 0.787433 0.797417 0.646121 0.597835 0.479489 1.01062 1.44002 0.642583 0.453344 0.21841 0.202764 0.535872
threshold=0.30163500000000004 0.09518500000000002 0.085090000000000013 0.12958500000000003 0.043850000000000007 -0.17689999999999997 -0.068669999999999995 0.42953500000000006 -0.079119999999999982 0.074925000000000005 -0.11208499999999998 -0.088634999999999992 0.083785000000000012 0.096265000000000003 -0.065064999999999998 0.086995000000000017 -0.089964999999999976 0.092495000000000008 -0.47860499999999995 0.015045000000000001 -0.07878499999999998 -0.42443999999999993 0.0029250000000000005 -0.039459999999999995 0.10347000000000002
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=1 4 5 7 8 -3 16 -2 9 10 -1 22 -12 -4 -15 -14 -7 18 -10 -20 -19 -5 -6 24 -22
right_child=3 2 13 21 11 6 -8 -9 17 -11 12 -13 15 14 -16 -17 -18 20 19 -21 23 -23 -24 -25 -26
leaf_value=0.0015416594038012309 0.00077168497667368075 0.0016185187415102675 0.0020341568059822389 0.00048189358110438434 0.0016901093671558168 0.00141160948031598 0.00058557855792980458 0.0014058031839082417 0.0023469342105847993 0.0025560627654236815 0.0023367643826334005 0.001345632001291501 0.0020434568520957372 0.0018661815700540083 0.0013227881431250436 0.0017759764888854929 0.00095876328821050078 0.0014709611108735703 0.0014503542987269764 0.0021832986474692013 0.0021157119614552797 7.1937970825512482e-05 0.0019666915709408679 0.0016673168735934305 0.0016838836669053341
leaf_weight=61 73 55 86 65 77 68 55 63 54 54 95 68 669 65 55 118 61 70 62 56 70 54 57 52 59
leaf_count=61 73 55 86 65 77 68 55 63 54 54 95 68 669 65 55 118 61 70 62 56 70 54 57 52 59
internal_value=0 0.0018316 0.00144922 0.000706714 0.00193648 0.001154 0.00101495 0.00106569 0.00197685 0.00203695 0.00200719 0.00165254 0.00203934 0.00179157 0.00161742 0.0020034 0.00119775 0.0018351 0.00197088 0.00179849 0.00174192 0.000296159 0.00180802 0.00184652 0.00191848
internal_weight=0 2067 445 255 1622 239 184 136 1420 997 943 202 882 206 120 787 129 423 172 118 251 119 134 181 129
internal_count=2322 2067 445 255 1622 239 184 136 1420 997 943 202 882 206 120 787 129 423 172 118 251 119 134 181 129
is_linear=0
shrinkage=0.0032998


Tree=3524
num_leaves=24
num_cat=0
split_feature=4 12 2 4 51 4 12 2 4 2 4 49 16 51 16 43 4 2 2 403 4 2 2
split_gain=25.8301 7.81259 3.59656 2.32931 3.47131 1.81696 1.26481 1.2138 1.12523 1.04536 0.961819 0.880077 0.677447 0.800389 0.583878 0.542229 0.90701 0.643194 0.514659 0.484124 0.621687 0.303556 0.132185
threshold=0.30163500000000004 1.0000000180025095e-35 -0.0091949999999999983 -0.062804999999999986 0.088440000000000005 0.053255000000000004 0.086160000000000014 0.091070000000000012 0.51136500000000018 0.082130000000000022 0.17982000000000001 0.0053350000000000003 -0.097499999999999989 0.095820000000000016 -0.004174999999999999 -0.083154999999999993 -0.074219999999999994 0.078405000000000016 0.099450000000000024 -0.085534999999999986 -0.015464999999999998 0.090790000000000023 0.11715500000000001
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=1 2 -1 18 7 6 9 -5 22 -3 21 -9 -8 15 19 17 -17 -14 -4 -11 -21 -7 -2
right_child=8 5 3 4 -6 10 12 11 -10 14 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00067356638634883303 0.00099580104737797127 0.0025784365354203707 0.0021624585467821247 0.0019661813407935609 0.00070369130461983868 0.0016874659490842417 0.0022387546050712374 0.001155226854142102 0.00045299295550114472 0.0022977502388602917 0.0019956416962185783 0.0017284349487863527 0.0023585050966173746 0.0016095677573679322 0.0023783271026977782 0.0020008916503792161 0.0017531805917531073 0.0019642055193058961 0.0017292493329000898 0.0017231085939105452 0.0020887906203628354 0.0013720282270225008 0.00079737782667428658
leaf_weight=58 80 53 57 65 63 57 70 68 102 52 61 52 62 95 58 336 317 178 66 88 125 86 73
leaf_count=58 80 53 57 65 63 57 70 68 102 52 61 52 62 95 58 336 317 178 66 88 125 86 73
internal_value=0 0.00183551 0.00143878 0.00155832 0.00137369 0.00193939 0.00198096 0.00160166 0.000722151 0.00214616 0.00164698 0.00140391 0.00192222 0.00189976 0.00207512 0.00193059 0.00188069 0.00206621 0.00193029 0.00200863 0.00193788 0.00149801 0.000901359
internal_weight=0 2067 429 371 248 1638 1434 185 255 376 204 120 1058 988 323 893 653 240 123 265 213 143 153
internal_count=2322 2067 429 371 248 1638 1434 185 255 376 204 120 1058 988 323 893 653 240 123 265 213 143 153
is_linear=0
shrinkage=0.0032998


Tree=3525
num_leaves=11
num_cat=0
split_feature=2 39 43 0 2 39 130 394 157 133
split_gain=1.56222 0.690257 0.809379 0.619115 0.456147 0.504258 0.373889 0.532171 0.354013 0.21606
threshold=-0.0091949999999999983 0.10166000000000001 -0.50149499999999991 0.0037850000000000002 0.14870000000000003 0.085495000000000015 -0.082104999999999984 -0.079424999999999982 -0.086989999999999984 -0.021469999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -4 9 -9 -8
right_child=1 -3 4 -5 -6 -7 7 8 -10 -11
leaf_value=0.0024042774573436857 0.033144382560034234 -0.003329721686967831 -0.00088943920312287855 -0.021090212101381373 -0.0012708619353625657 0.026498402774862026 0.030588563257642021 0.019805935248586148 0.01088999901919219 0.015606734714735759
leaf_weight=79 52 82 63 53 72 69 59 137 1676 52
leaf_count=79 52 82 63 53 72 69 59 137 1676 52
internal_value=0 0.0118109 0.0123812 -0.00701551 0.011873 0.0123342 0.0118414 0.0122592 0.0115647 0.0235862
internal_weight=0 2262 2180 132 2128 2056 1987 1924 1813 111
internal_count=2394 2262 2180 132 2128 2056 1987 1924 1813 111
is_linear=0
shrinkage=0.16829


Tree=3526
num_leaves=27
num_cat=0
split_feature=1 52 52 0 1 150 13 12 10 0 12 1456 1 474 160 0 12 13 1 16 16 131 15 13 160 1456
split_gain=28.7063 4.89025 2.94528 2.28513 1.999 2.08826 1.62149 1.88223 1.40146 1.69337 1.38198 1.28526 1.17002 0.814859 1.03567 0.813309 0.966902 0.773231 0.663245 0.594112 0.536621 0.447462 0.456696 0.446511 0.345237 0.469828
threshold=0.10574000000000001 -0.40492999999999996 -0.12647999999999995 0.12539500000000003 0.086920000000000011 1.0000000180025095e-35 -0.0076349999999999986 0.088105000000000003 -1.0000000180025095e-35 -0.13972999999999997 0.085005000000000011 -0.0083149999999999977 0.11378500000000001 0.083855000000000013 -0.080934999999999993 -0.066849999999999979 0.10207000000000001 -0.084114999999999981 0.092485000000000026 -0.26987499999999992 -0.0070899999999999991 0.077860000000000013 0.084150000000000016 -0.0013449999999999996 0.089965000000000017 -0.05618999999999999
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=3 -2 -3 4 10 6 7 -6 -4 23 11 -1 -11 14 -13 21 -17 -16 -9 -14 -8 24 -23 -10 25 -12
right_child=1 2 8 -5 5 -7 20 18 9 12 15 13 19 -15 17 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0017034787865134304 0.0019372050701445972 0.00015143022850550039 0.00051252613059784397 0.0012579501651126342 0.0010965130403664857 0.0012589277124657374 0.0022694305726922779 0.0015807339062821634 0.00054373553535123681 0.0016665044067333198 0.0015927391855890055 0.0026936676792279172 0.00082293445154005198 0.0018757752045363858 0.0019626238189977344 0.0013020839921142572 0.0019038213963222526 0.0023901110355282157 0.0019930956448765123 0.0012507539267760524 0.0018823650452860501 0.0023473080695954563 0.0019275888862639217 0.00094852457417384808 0.0020917894643590657 0.0019006652879660771
leaf_weight=64 52 55 62 64 54 91 78 80 61 52 61 58 57 61 90 53 66 98 94 96 82 54 63 59 92 597
leaf_count=64 52 55 62 64 54 91 78 80 61 52 61 58 57 61 90 53 66 98 94 96 82 54 63 59 92 597
internal_value=0 0.000979464 0.000866709 0.00187252 0.00189393 0.00171008 0.0018158 0.00163637 0.000968273 0.00105511 0.0019588 0.00213123 0.0012376 0.00222029 0.00230557 0.00189388 0.00163612 0.00218565 0.00180371 0.0010916 0.00207128 0.00192922 0.00212161 0.00074305 0.00189916 0.00187217
internal_weight=0 494 442 1900 1836 479 388 228 387 325 1357 371 205 307 246 986 119 188 174 153 160 867 117 120 750 658
internal_count=2394 494 442 1900 1836 479 388 228 387 325 1357 371 205 307 246 986 119 188 174 153 160 867 117 120 750 658
is_linear=0
shrinkage=0.0032998


Tree=3527
num_leaves=10
num_cat=0
split_feature=2 14 3 39 129 2 39 40 150
split_gain=1.13325 0.679275 0.628558 0.550049 0.429738 0.678715 0.410141 0.383069 0.604277
threshold=-0.0091949999999999983 1.0000000180025095e-35 -0.01435 0.10166000000000001 0.10412500000000001 0.14870000000000003 0.085495000000000015 -0.012109999999999998 -0.088794999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.0056224872912781576 -0.0035065533869512145 0.026029963656922648 -0.017688334155453931 -0.0031762610958395577 0.02586612268401078 -0.0065467353821693454 0.023851767298382266 0.028191131544509713 0.010571254004624251
leaf_weight=72 52 83 60 80 54 63 70 57 1803
leaf_count=72 52 83 60 80 54 63 70 57 1803
internal_value=0 0.0110728 -0.00495973 0.0105022 0.0110244 0.0106316 0.0111786 0.0107137 0.0111122
internal_weight=0 2262 132 2179 2099 2045 1982 1912 1860
internal_count=2394 2262 132 2179 2099 2045 1982 1912 1860
is_linear=0
shrinkage=0.16829


Tree=3528
num_leaves=14
num_cat=0
split_feature=2 12 1 4 43 403 0 43 43 133 1429 0 0
split_gain=0.783845 1.09886 1.11597 0.599399 0.675135 0.559219 0.723415 0.530126 0.440962 0.338115 0.330011 0.352012 0.313522
threshold=-0.0091949999999999983 -0.12529499999999996 0.12158500000000001 -0.51003499999999991 -0.083269999999999997 -0.016149999999999994 -0.10417499999999999 -0.080419999999999978 -0.082039999999999988 0.091905000000000014 0.085625000000000021 -0.23141499999999995 -0.074274999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 -5 -7 -1 -6 -8 11 -10 -4
right_child=1 2 12 4 8 6 9 -9 10 -11 -12 -13 -14
leaf_value=-0.016363911390235571 0.032939658646631599 0.026988352793496252 -0.014262317356669076 0.003367618070781498 -0.006964686576659598 0.00048392318138118599 0.022988568584340195 0.0051565464424220397 0.021331617565853094 0.008252019778612207 -0.0024405144675441227 0.0080247101171515966 0.0013691427165509974
leaf_weight=57 54 55 65 100 58 60 275 75 59 53 81 1320 82
leaf_count=57 54 55 65 100 58 60 275 75 59 53 81 1320 82
internal_value=0 0.00920949 0.00862832 0.00963906 0.00916249 0.0146115 0.0175047 -0.00412277 0.00740959 0.0206128 0.00798185 0.00859534 -0.00553051
internal_weight=0 2262 2208 2061 2006 488 388 132 1518 328 1460 1379 147
internal_count=2394 2262 2208 2061 2006 488 388 132 1518 328 1460 1379 147
is_linear=0
shrinkage=0.16829


Tree=3529
num_leaves=21
num_cat=0
split_feature=1 1456 484 130 3 2 3 401 51 2 1212 2 3 4 4 52 48 2 2 2
split_gain=0.569307 0.53506 0.553807 0.522904 0.594297 0.492672 0.555521 0.568104 0.775934 0.464094 0.421435 0.409406 0.400291 0.431209 0.549465 0.600851 0.594002 0.386053 0.260308 0.153606
threshold=0.086920000000000011 -0.067074999999999982 -0.009859999999999999 -0.077029999999999987 -0.24162499999999998 0.08400500000000001 -0.052614999999999995 0.080190000000000011 0.097530000000000019 0.11366500000000002 -1.0000000180025095e-35 0.084675000000000014 -0.15078499999999997 -0.081214999999999996 -0.075969999999999996 -0.18817999999999999 0.089670000000000014 0.079570000000000016 0.078405000000000016 0.099675000000000014
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 2 -1 -2 -5 18 7 8 9 11 -9 -7 -6 17 -15 -16 -17 -14 -3 -8
right_child=3 5 -4 4 12 6 19 10 -10 -11 -12 -13 13 14 15 16 -18 -19 -20 -21
leaf_value=-0.014361858651846046 -0.012149420594457007 0.0098576913022348066 0.0072816068114423564 0.021532676859423443 -0.0097107220525695093 -0.0048312105123397347 0.024438325067049651 0.0065288459896233279 0.027090955501344854 -0.0049564188721508019 -0.013419209476103132 0.01025036683883262 0.0032972807998381025 -0.012033089416481207 -0.010111580078206698 0.0093957738728223886 -0.0037749750437206927 0.021877297343691919 0.024593236659324606 0.01263560301175054
leaf_weight=52 54 53 94 57 58 55 75 62 64 73 58 671 57 62 70 430 125 72 97 55
leaf_count=52 54 53 94 57 58 55 75 62 64 73 58 671 57 62 70 430 125 72 97 55
internal_value=0 0.00921905 -0.00041472 0.00394116 0.00487637 0.0103341 0.00911086 0.00774055 0.00924969 0.00781836 -0.00309774 0.00910535 0.00378804 0.00474971 0.00306995 0.00457105 0.00642615 0.0136815 0.0193987 0.0194587
internal_weight=0 1409 146 985 931 1263 1113 983 863 799 120 726 874 816 687 625 555 129 150 130
internal_count=2394 1409 146 985 931 1263 1113 983 863 799 120 726 874 816 687 625 555 129 150 130
is_linear=0
shrinkage=0.16829


Tree=3530
num_leaves=20
num_cat=0
split_feature=3 160 3 4 4 158 160 43 150 4 4 48 43 481 1447 4 3 1 42
split_gain=0.729145 0.666269 1.33151 0.583976 0.804973 0.565642 0.573142 0.520884 0.458598 0.835861 0.60849 0.545584 0.37703 0.324955 0.461779 0.292446 0.638482 0.45034 0.233956
threshold=-0.0098449999999999979 -1.0000000180025095e-35 0.099220000000000017 0.053255000000000004 0.50609000000000004 0.10737500000000001 -0.53327999999999987 -0.077704999999999982 0.094605000000000009 0.30163500000000004 -0.0047649999999999993 0.085510000000000017 -0.091869999999999993 -0.084744999999999987 -0.065079999999999985 -0.15618499999999999 -0.12077499999999998 0.096190000000000012 0.084815000000000015
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 -2 5 7 6 -1 12 9 10 -3 -12 -5 -8 -15 17 -17 -16 -9
right_child=1 8 -4 4 -6 -7 13 18 -10 -11 11 -13 -14 14 15 16 -18 -19 -20
leaf_value=-0.0097731312306860284 -0.0061688408325410136 -0.0071892727869660444 0.026904454898468211 -0.0057285770249601688 0.018391349460377789 0.022159216146921332 -0.0043862782820377781 -0.017867433579732694 -0.018392730118073616 -0.016944234395069192 0.023198085935351675 -0.00039011801915923817 0.01356461514627995 0.023516781427909358 -0.010964439895009318 0.02505991159124692 0.0075094298403073573 0.0095859869924629082 -0.0044026254717335631
leaf_weight=55 76 82 63 54 55 74 60 68 60 77 58 53 61 54 58 62 1141 63 80
leaf_count=55 76 82 63 54 55 74 60 68 60 77 58 53 61 54 58 62 1141 63 80
internal_value=0 -0.000960388 0.00880829 0.00645166 -0.000118154 0.00778605 0.00707245 -0.00399579 -0.00508052 -0.00211559 0.00379119 0.0119191 0.00448958 0.007718 0.00824634 0.00762217 0.00841544 -0.000249783 -0.0106013
internal_weight=0 469 139 1885 318 1567 1493 263 330 270 193 111 115 1438 1378 1324 1203 121 148
internal_count=2354 469 139 1885 318 1567 1493 263 330 270 193 111 115 1438 1378 1324 1203 121 148
is_linear=0
shrinkage=0.16829


Tree=3531
num_leaves=22
num_cat=0
split_feature=12 2 13 4 2 4 133 0 4 13 133 0 2 51 12 48 12 12 47 4 4
split_gain=28.3781 9.89902 4.05646 4.07445 3.03625 2.52837 1.94485 1.91809 1.30164 1.38466 1.59632 1.24343 0.85368 1.04165 0.924913 0.559147 0.529242 0.4819 0.331117 0.457917 0.199136
threshold=0.054520000000000006 0.13712500000000002 -1.0000000180025095e-35 -0.029369999999999997 0.091070000000000012 0.053255000000000004 -0.080269999999999994 -0.098524999999999988 0.5105900000000001 -0.014114999999999997 0.048695000000000009 -0.23029499999999997 0.083885000000000015 0.11178000000000002 0.085325000000000012 0.093440000000000009 0.099815000000000015 0.098855000000000012 0.091680000000000011 -0.048624999999999995 0.17982000000000001
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=2 5 6 -4 -5 7 -1 -2 9 10 -8 -6 14 15 -9 16 -14 20 19 -16 -7
right_child=1 -3 3 4 11 17 8 12 -10 -11 -12 -13 13 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.0011458688651594976 0.002286433844666843 0.00034723033222669794 0.001663571144662327 0.0013871665572684092 0.00091461939242366516 0.0014206673126327838 0.00049469537359476707 0.0022396626375620855 2.0278027488551265e-05 0.00017517101964653942 0.0011947930208097955 0.00024724364350856416 0.0017762164725504655 0.0012723238848938655 0.0017664391622734543 0.0013915887275118852 0.0015402434554959877 0.0012025059825718173 0.0015579536796998074 0.0020605966136010116 0.0016782948849429235
leaf_weight=58 76 59 103 73 54 91 92 64 54 61 58 70 716 61 212 54 124 85 52 82 55
leaf_count=58 76 59 103 73 54 91 92 64 54 61 58 70 716 61 212 54 124 85 52 82 55
internal_value=0 0.00167637 0.00085496 0.00113138 0.000852945 0.00172325 0.000598117 0.00177472 0.000478099 0.000595099 0.000765635 0.000538159 0.00174621 0.00169175 0.00187296 0.00172033 0.00174142 0.00140204 0.00180502 0.0018486 0.00151796
internal_weight=0 1731 623 300 197 1672 323 1441 265 211 150 124 1365 955 410 894 840 231 346 294 146
internal_count=2354 1731 623 300 197 1672 323 1441 265 211 150 124 1365 955 410 894 840 231 346 294 146
is_linear=0
shrinkage=0.0032998


Tree=3532
num_leaves=21
num_cat=0
split_feature=1 4 123 13 4 4 15 4 4 1 13 48 1 13 4 13 4 1452 403 15
split_gain=23.8978 4.7676 2.75905 4.33314 2.86438 1.77097 1.70402 1.23015 0.910193 4.1119 0.961822 0.805494 0.782456 0.684522 0.632219 0.586787 0.556981 0.469135 0.475042 0.218094
threshold=0.10141500000000002 0.51400500000000016 0.080635000000000012 -0.33260499999999998 -0.03463999999999999 0.043850000000000007 -0.03886499999999999 0.41181500000000004 -0.15618499999999999 0.081540000000000015 0.102565 0.086665000000000006 1.0000000180025095e-35 -0.097519999999999982 0.058330000000000007 -0.091984999999999983 0.17982000000000001 0.081315000000000012 -0.53317999999999988 -0.065599999999999978
decision_type=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 -2 -5 8 7 14 9 -1 13 -4 16 -10 -6 -15 19 18 -17 -7
right_child=1 -3 11 4 6 12 -8 -9 10 -11 -12 -13 -14 15 -16 17 -18 -19 -20 -21
leaf_value=0.00098723159119697363 0.00036120547746657802 0.00021189162699872794 0.00088108335364429566 0.0018578745760698618 0.0012932180213246088 0.0015826828981810885 0.00064850995303753086 0.0010151874453827275 0.0021616852493364612 0.0021600331837791876 0.001472080572337427 0.00033911379153073851 0.0011115086494006298 0.0014873325897192089 0.0018070310865852058 0.001556308739827204 0.0018609139458035039 0.0015395922416196002 0.001854941217636916 0.0013060797851417573
leaf_weight=73 55 79 71 92 52 69 53 82 63 59 92 52 53 61 54 63 52 62 1056 61
leaf_count=73 55 79 71 92 52 69 53 82 63 59 92 52 53 61 54 63 52 62 1056 61
internal_value=0 0.000966858 0.00108351 0.00122013 0.00136189 0.00173419 0.0011724 0.00131991 0.00177529 0.00151171 0.00180017 0.000652244 0.00146663 0.00182328 0.0015553 0.00180608 0.00156986 0.00182252 0.00183816 0.00145316
internal_weight=0 590 511 388 333 1764 241 188 1529 132 1397 123 235 1305 106 1242 182 1181 1119 130
internal_count=2354 590 511 388 333 1764 241 188 1529 132 1397 123 235 1305 106 1242 182 1181 1119 130
is_linear=0
shrinkage=0.0032998


Tree=3533
num_leaves=25
num_cat=0
split_feature=0 16 2 1 13 1 49 16 0 1 160 160 49 51 16 4 1 52 160 4 15 52 133 52
split_gain=0.788589 0.902164 0.595071 0.765745 0.95356 0.876014 0.931251 0.910351 0.80414 0.575596 0.449023 0.806526 0.43729 0.404592 0.536686 0.481437 0.443893 0.31635 0.296209 0.235331 0.418746 0.214532 0.170497 0.0883751
threshold=0.040035000000000008 0.034535000000000003 0.089005000000000015 0.083555000000000018 0.059130000000000009 0.13148500000000005 -0.07020499999999999 -0.34140499999999996 -0.14666499999999996 0.085540000000000019 0.097775000000000015 0.0088350000000000008 -0.07020499999999999 -0.095144999999999993 -0.0048099999999999992 -0.0076349999999999986 0.092810000000000017 0.49868000000000007 -0.019794999999999997 0.052250000000000012 -0.086849999999999997 -0.40492999999999996 0.026115000000000003 0.081680000000000016
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 -2 10 17 5 6 -5 -8 -9 -3 11 12 -1 -14 15 -15 -16 18 23 20 -20 -22 -21 -4
right_child=1 9 3 4 -6 -7 7 8 -10 -11 -12 -13 13 14 16 -17 -18 -19 19 22 21 -23 -24 -25
leaf_value=0.024495211511322366 -0.021243596641816798 -0.0097879912880200082 0.003941003131545889 0.015948272931896497 -0.022097456758612209 0.016037123738895459 0.0076799109898225554 -0.030429396025078666 -0.0044928079394203737 0.013119564789008662 0.022850538431931407 -0.0087630262012149979 -0.001786532391028566 0.01106085175116109 0.030226241538976874 0.00074488129784377707 0.0095907415814494162 0.020008218859538563 0.023955554125668414 -0.0036425110135541016 -0.00057483402796884521 0.011250570284139678 0.0093692369566899508 -0.0047768736946372948
leaf_weight=58 59 52 73 57 54 92 67 62 75 77 72 67 83 592 66 164 54 58 62 59 57 179 55 60
leaf_count=58 59 52 73 57 54 92 67 62 75 77 72 67 83 592 66 164 54 58 62 59 57 179 55 60
internal_value=0 -0.00400075 0.00735596 0.00436857 -0.00126788 0.00191342 -0.00305816 -0.00837759 -0.0162436 0.00387158 0.0099645 0.00910694 0.010286 0.00942474 0.010489 0.00882537 0.0209552 0.00817593 0.00691342 0.00914255 0.011632 0.00838682 0.00261933 0
internal_weight=0 188 2166 1010 407 353 261 204 137 129 1156 1084 1017 959 876 756 120 603 545 412 298 236 114 133
internal_count=2354 188 2166 1010 407 353 261 204 137 129 1156 1084 1017 959 876 756 120 603 545 412 298 236 114 133
is_linear=0
shrinkage=0.16829


Tree=3534
num_leaves=12
num_cat=0
split_feature=131 2 14 1455 132 376 0 1203 131 160 52
split_gain=0.666847 1.86445 0.83495 0.662812 0.569527 0.617681 0.403562 0.392904 0.325339 0.218271 0.124983
threshold=0.093260000000000023 0.16394500000000004 -0.22253999999999999 -0.092919999999999989 0.084605000000000014 0.085395000000000013 -0.22607999999999998 0.085960000000000023 0.10258000000000002 -1.0000000180025095e-35 0.084675000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 -2 -6 -10
right_child=8 -3 3 4 9 -7 7 -9 10 -11 -12
leaf_value=0.022093200741987111 0.022625514165589927 -0.026440987900793394 0.023307786999768296 -0.0065386325817075597 -0.015483242799174316 -0.013313293281749928 0.0063437288577533188 -0.0069861438569330378 0.013830941935903701 -0.00044674111307912485 0.004140555378633403
leaf_weight=80 80 54 52 78 53 52 1630 65 82 57 71
leaf_count=80 80 54 52 78 53 52 1630 65 82 57 71
internal_value=0 0.00442351 0.00523071 0.00455089 0.0040459 0.00475533 0.00528628 0.00583149 0.0139131 -0.00770793 0.00934584
internal_weight=0 2121 2067 1987 1935 1825 1773 1695 233 110 153
internal_count=2354 2121 2067 1987 1935 1825 1773 1695 233 110 153
is_linear=0
shrinkage=0.16829


Tree=3535
num_leaves=21
num_cat=0
split_feature=1 52 1 12 39 1 16 0 2 123 15 148 0 0 1 0 52 52 49 0
split_gain=31.4379 6.53805 3.70656 3.8523 3.41218 2.79142 1.45645 1.38095 1.27165 1.14173 1.09275 1.04668 0.9414 0.962594 0.86867 0.832705 0.759358 0.71149 0.695854 0.654099
threshold=0.10293500000000001 -0.42890999999999996 0.13662500000000002 0.088105000000000003 0.081875000000000017 0.11481500000000001 -0.043889999999999992 -0.075914999999999996 0.10161500000000002 0.081990000000000021 -0.40992999999999996 -0.080384999999999984 -0.14989499999999997 -0.071519999999999986 0.078435000000000019 -0.026509999999999995 0.096795000000000006 -0.41304999999999997 -0.079689999999999997 -0.076539999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 8 -5 9 -8 11 -3 -4 -1 -13 18 -15 16 17 -10 -14 -20
right_child=1 2 10 5 -6 -7 7 -9 15 -11 -12 12 13 14 -16 -17 -18 -19 19 -21
leaf_value=0.0015383814613297775 0.0019735565408803297 0.0012425836591525596 0.00068412585568812122 0.0020901419219076949 0.0012899888628145578 0.0010549377434632135 0.00014347878819494358 0.0008978194850315091 0.0019734330203806877 0.00064071253373929624 7.2431923926210954e-05 0.0023109864707891409 0.0015662879563219008 0.0019720850474098895 0.0025039572546960609 0.0013694985485042325 0.0020899479591757384 0.0014738733939155986 0.0019801325472225406 0.0016759655198554974
leaf_weight=58 68 99 68 55 94 59 52 54 52 53 60 96 53 69 67 57 75 80 1022 85
leaf_count=58 68 99 68 55 94 59 52 54 52 53 60 96 53 69 67 57 75 80 1022 85
internal_value=0 0.00101314 0.000882458 0.00104917 0.00190325 0.00155469 0.000825668 0.000528098 0.00193686 0.00103295 0.00039767 0.00197538 0.00199356 0.00197002 0.00223437 0.00172516 0.00182292 0.00167094 0.001939 0.00195681
internal_weight=0 568 500 372 1808 114 258 106 1714 152 128 1450 1392 1296 136 264 207 132 1160 1107
internal_count=2376 568 500 372 1808 114 258 106 1714 152 128 1450 1392 1296 136 264 207 132 1160 1107
is_linear=0
shrinkage=0.0032998


Tree=3536
num_leaves=19
num_cat=0
split_feature=12 4 147 11 12 0 475 1429 156 12 12 51 157 1456 43 133 13 52
split_gain=1.38242 0.539329 0.735517 0.465607 0.424816 0.503788 0.419077 0.423259 0.402397 0.379425 0.582241 0.686579 0.365194 0.448666 0.582487 0.331911 0.319429 0.138002
threshold=-0.14765999999999999 -0.014854999999999998 0.089365000000000014 0.077695000000000014 -1.0000000180025095e-35 -0.13892999999999997 -0.082139999999999991 0.083960000000000021 0.085320000000000021 0.083825000000000024 0.085965000000000014 0.095820000000000016 -0.077944999999999987 -0.077349999999999988 -0.010739999999999998 -0.0059799999999999992 -0.08205999999999998 0.024560000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 8 -2 -6 7 -7 12 17 15 -12 -3 -14 -15 -11 -10 -8
right_child=1 2 -4 -5 5 6 9 -9 16 10 11 -13 13 14 -16 -17 -18 -19
leaf_value=-0.019657971221279057 -0.0037972850717973719 -0.0084027781612551009 -0.011001337319751281 0.021418770417104226 0.02548110320278325 0.029287064273012545 0.012008922476563128 0.0084820899841935183 0.0063389071401707643 0.0043158964622320361 0.010777874424746214 -0.0081170909164913554 0.019672227020049188 -0.00062093583229568276 0.0092780995391573019 -0.013423104856977956 0.021697929232503011 0.023470863473670327
leaf_weight=54 60 65 77 53 62 60 62 52 89 70 693 59 53 395 293 52 68 59
leaf_count=54 60 65 77 53 62 60 62 52 89 70 693 59 53 395 293 52 68 59
internal_value=0 0.00757117 0.00484828 0.00605125 0.00999128 0.0107005 0.00987108 0.0196437 0.00520361 0.00876925 0.00754288 0.00929303 0.00368221 0.00474473 0.00359218 -0.00323026 0.0130027 0.0176127
internal_weight=0 2322 1093 1016 1229 1169 1107 112 963 995 874 752 806 741 688 122 157 121
internal_count=2376 2322 1093 1016 1229 1169 1107 112 963 995 874 752 806 741 688 122 157 121
is_linear=0
shrinkage=0.16829


Tree=3537
num_leaves=26
num_cat=0
split_feature=12 4 3 3 42 4 12 51 39 3 42 124 4 1447 3 3 13 49 159 1455 42 4 3 12 3
split_gain=28.549 7.61359 6.52688 5.00618 3.17091 2.97782 1.76415 2.10002 1.75331 1.32079 1.233 1.03299 0.874763 0.717539 0.771859 0.61596 0.751839 0.558352 0.419588 0.586167 0.394588 0.339626 0.322295 0.238237 0.0953279
threshold=0.054520000000000006 0.36766000000000004 0.149315 0.077930000000000013 -0.043469999999999995 -0.030434999999999993 0.092495000000000008 0.09678500000000001 0.089130000000000015 0.10632000000000001 0.093655000000000002 -0.085309999999999983 0.032965000000000001 -0.037349999999999994 -0.086049999999999988 -0.11327499999999999 -0.068189999999999987 -0.080744999999999997 0.10607000000000001 0.068185000000000009 0.11457500000000002 -0.082249999999999976 -0.075604999999999992 0.098150000000000015 0.37720000000000004
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=2 6 3 4 -1 -5 13 12 11 -7 -10 -6 15 14 -2 -8 22 -15 19 21 -18 -19 -17 -14 -4
right_child=1 -3 24 5 8 9 7 -9 10 -11 -12 -13 23 17 -16 16 20 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0020749718068888406 0.0030447354746349796 0.0012646851466738545 0.00091973282804017054 0.0026490249298455112 0.0011707303798588139 0.0021450119567106851 0.0027323934546409951 0.0017954621617486545 0.00061500895063093433 0.0014549197887238276 0.001325281776425113 0.0017442649857787921 0.002276205508306079 0.0021422359013726455 0.0025465858394384433 0.0019565326077907071 0.0025665474262406276 0.0025927635752050616 0.0022034580466353225 0.0028275193085680588 0.0022675025927189696 0.0024367531541229378 0.0023219338697520586 0.0019777641175595302 0.00071733208982379336
leaf_weight=72 53 64 54 75 56 63 65 83 54 59 53 90 57 54 100 52 175 233 53 61 70 502 58 67 53
leaf_count=72 53 64 54 75 56 63 65 83 54 59 53 90 57 54 100 52 175 233 53 61 70 502 58 67 53
internal_value=0 0.00238293 0.00156287 0.00171512 0.00146318 0.00213058 0.00242543 0.00228614 0.00128894 0.00181157 0.000967156 0.00152452 0.00236094 0.00250809 0.00271938 0.0024334 0.00237856 0.00247226 0.00249321 0.00251245 0.00248125 0.00248626 0.00214952 0.00211524 0.000819808
internal_weight=0 1747 629 522 325 197 1683 627 253 122 107 146 544 1056 153 420 355 903 849 796 245 735 110 124 107
internal_count=2376 1747 629 522 325 197 1683 627 253 122 107 146 544 1056 153 420 355 903 849 796 245 735 110 124 107
is_linear=0
shrinkage=0.0032998


Tree=3538
num_leaves=19
num_cat=0
split_feature=1 1 16 147 2 16 52 39 42 4 13 15 13 0 0 13 49 1
split_gain=22.4833 4.13287 3.0939 3.03472 2.44074 1.54734 4.07845 1.17787 1.14365 0.996928 0.855125 0.745619 0.744452 0.65599 0.508706 0.448172 0.437027 0.328103
threshold=0.10892500000000001 0.13662500000000002 0.25155500000000003 0.086575000000000013 0.10054500000000001 0.25761500000000009 1.0000000180025095e-35 0.084535000000000013 0.077855000000000021 -0.15450999999999995 -0.057284999999999996 -0.15614499999999998 -0.00067499999999999993 -0.064539999999999986 -0.076539999999999983 -0.052454999999999995 -0.047749999999999994 0.093890000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 7 6 -6 9 12 -1 -3 -11 -2 -8 16 -16 -13 -7
right_child=1 10 -4 -5 5 17 13 -9 -10 11 -12 14 -14 -15 15 -17 -18 -19
leaf_value=0.0020226318513687259 0.00038603893563042281 2.867152521125437e-06 0.0016573517843270719 0.0009239330340147057 0.00067255429400272788 0.0015114492082303451 0.0017222690601105745 0.0012287983958478197 0.0010794021015427043 0.0020313788345640189 0.00054704750290501792 0.001452160317954154 0.00084464553559030538 0.0012596772395869597 0.0016429946378128642 0.0012819965797900351 0.0016845678041719433 0.0018453545483308755
leaf_weight=87 77 72 55 76 96 88 91 67 94 56 56 99 78 54 75 78 1024 53
leaf_count=87 77 72 55 76 96 88 91 67 94 56 56 99 78 54 75 78 1024 53
internal_value=0 0.000738988 0.000948458 0.0015714 0.00159773 0.00136195 0.00120077 0.00165831 0.000791733 0.00167857 0.000241221 0.00165607 0.000617049 0.00155024 0.00163957 0.00145919 0.00166411 0.00163721
internal_weight=0 432 304 1944 1868 382 241 1486 249 1419 128 1332 155 145 1276 153 1123 141
internal_count=2376 432 304 1944 1868 382 241 1486 249 1419 128 1332 155 145 1276 153 1123 141
is_linear=0
shrinkage=0.0032998


Tree=3539
num_leaves=26
num_cat=0
split_feature=12 15 12 3 43 12 42 43 51 12 3 15 51 3 15 15 15 11 15 484 15 12 3 0 0
split_gain=93.6698 23.3801 13.9039 7.09497 9.00866 7.02748 5.71544 2.79767 2.72387 2.61283 2.12926 1.43054 1.42481 1.32104 1.05038 1.4287 0.745747 0.632711 0.561732 0.488378 0.290183 0.445217 0.294898 0.21056 0.191368
threshold=0.054520000000000006 -0.24042999999999998 0.10597500000000001 0.11745500000000002 -0.065804999999999989 -0.042789999999999988 -0.025789999999999997 -0.088689999999999977 -0.09193999999999998 0.092495000000000008 -0.06340999999999998 -0.035449999999999988 -1.0000000180025095e-35 0.0025650000000000004 -0.0015749999999999998 -0.095804999999999987 -0.092534999999999992 1.0000000180025095e-35 0.091475000000000015 -1.0000000180025095e-35 0.092725000000000016 0.091085000000000013 -0.093224999999999988 -0.07304999999999999 -0.071519999999999986
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=1 5 9 4 7 13 -4 -3 -6 16 -8 12 -11 -1 15 -10 19 20 24 -2 21 22 -18 -20 -13
right_child=2 3 6 -5 8 -7 10 -9 14 11 -12 18 -14 -15 -16 -17 17 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=0.0069732102861174532 0.0098969235882214093 0.00873253091767596 0.0095287263551246393 0.0077635847975662271 0.0098202000668889886 0.0080645264531318175 0.0087957890133162544 0.0077904094932862338 0.0091652489129043294 0.0096402547003028825 0.007938333686925118 0.010060522240767518 0.0090398524207836901 0.0062278663258725046 0.0093623168076301701 0.0083947645919410525 0.009660895765598471 0.01024396003785789 0.0096790167926484108 0.0094889804038694146 0.0096533432068002991 0.010152150088073235 0.0098931117474939222 0.0093931017706260448 0.0097489008644219919
leaf_weight=52 57 55 93 101 56 53 83 96 54 85 53 54 95 55 52 55 82 59 100 98 73 75 622 57 61
leaf_count=52 57 55 93 101 56 53 83 96 54 85 53 54 95 55 52 55 82 59 100 98 73 75 622 57 61
internal_value=0 0.00816944 0.00965495 0.00854138 0.00875476 0.00707894 0.0088953 0.0081338 0.0091867 0.00976953 0.00846189 0.00955673 0.00932357 0.00659042 0.00896613 0.0087768 0.00985972 0.0098972 0.0097109 0.00963923 0.00987315 0.0098937 0.00986611 0.00957544 0.00989553
internal_weight=0 629 1747 469 368 160 229 151 217 1518 136 452 180 107 161 109 1066 911 272 155 852 779 704 157 115
internal_count=2376 629 1747 469 368 160 229 151 217 1518 136 452 180 107 161 109 1066 911 272 155 852 779 704 157 115
is_linear=0
shrinkage=0.0032998


Tree=3540
num_leaves=17
num_cat=0
split_feature=9 150 52 11 3 1 2 1 11 403 3 2 13 12 42 2
split_gain=1.15299 0.689158 0.412552 0.939426 1.02826 0.787606 0.806394 0.638036 0.719215 0.652781 0.420821 0.441127 0.429139 0.348727 0.176092 0.162186
threshold=-1.0000000180025095e-35 0.10699000000000002 -0.064819999999999989 0.075910000000000019 -0.097574999999999981 0.10808500000000001 0.083815000000000014 0.13976500000000003 0.076270000000000018 -0.53317999999999988 -0.092019999999999977 0.083815000000000014 0.046185000000000004 0.023990000000000004 0.086895000000000014 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 9 -4 12 -12 -11 -3 -8 -7
right_child=1 13 7 -5 5 15 14 -9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.0074623307399011261 -0.010541525764479908 -0.0068037729159924074 0.0016842068411608562 0.028331246873031301 -0.001526391931857969 0.0056533430267317305 0.021422394104371804 0.03402261443748554 0.00067913436129475417 0.036314347724867552 0.022395472399823448 0.01500115936879544 0.018647810831376392 0.011073939643914203 0.012290164784436357 -0.0072360909632050753
leaf_weight=67 64 58 72 87 64 59 241 61 78 69 317 833 91 66 81 52
leaf_count=67 64 58 72 87 64 59 241 61 78 69 317 833 91 66 81 52
internal_value=0 0.0149169 0.0156147 0.0120494 0.00952126 0.0121084 0.0157011 0.0171324 0.0164255 0.0173129 0.0181705 0.017041 0.0262777 0.0026973 0.0191307 -0.000368765
internal_weight=0 2293 2169 648 561 497 386 1521 1460 1382 1310 1150 160 124 322 111
internal_count=2360 2293 2169 648 561 497 386 1521 1460 1382 1310 1150 160 124 322 111
is_linear=0
shrinkage=0.16829


Tree=3541
num_leaves=11
num_cat=0
split_feature=4 2 40 147 4 483 0 0 11 480
split_gain=0.597238 0.805718 0.495545 0.572914 0.731348 0.432113 0.415375 0.920982 0.629376 0.406724
threshold=0.5105900000000001 0.12190500000000001 -0.092584999999999987 0.087210000000000024 -0.00027999999999999998 0.11579500000000002 0.13134000000000004 0.10396000000000001 0.083010000000000014 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 8 9 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11
leaf_value=0.028727361668260131 0.013921484191987521 -0.015154228304433288 0.011498486794216336 0.013596522923182098 -0.014240728988922202 0.027870003538563656 0.027036275665519832 -0.0087815397578285652 0.030653297427241707 0.023571294654819001
leaf_weight=52 55 53 1793 55 52 52 53 59 53 83
leaf_count=52 55 53 1793 55 52 52 53 59 53 83
internal_value=0 -0.000330517 0.0124646 0.0120793 5.13483e-05 0.0126934 0.0123058 0.0119122 0.0125461 0.0120336
internal_weight=0 108 2252 2200 107 2093 2041 1988 1929 1876
internal_count=2360 108 2252 2200 107 2093 2041 1988 1929 1876
is_linear=0
shrinkage=0.16829


Tree=3542
num_leaves=20
num_cat=0
split_feature=149 1 52 160 133 150 131 13 16 43 43 133 16 16 13 16 52 133 43
split_gain=0.513042 0.688175 0.904184 1.64917 1.15248 0.698922 0.461759 0.659182 0.383608 0.266134 0.629719 0.328306 0.743748 0.393252 0.48819 0.326143 0.289573 0.241652 0.192041
threshold=0.079000000000000015 0.078015000000000015 0.41222500000000006 -0.24191499999999996 -0.088004999999999986 0.11740500000000002 0.096070000000000016 -0.0059899999999999997 -0.10654499999999999 -0.00045499999999999995 0.022635000000000006 0.099660000000000012 -0.011694999999999999 0.00088000000000000003 -0.074219999999999994 -0.006494999999999999 -0.023079999999999996 -0.114575 -0.025664999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 6 7 -6 18 11 -11 13 -13 15 -15 16 -10 -12 -1
right_child=-2 2 -4 4 5 -7 -8 -9 9 10 17 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.025122235864337747 0.025530187778720365 -0.02147967913557353 0.025300432306756573 0.024535477491553166 0.00025744259978677724 -0.014003764226982801 0.01972711179048349 0.010396650282204593 0.024363318493768091 -0.0082650250274419364 0.0061008076841546251 0.015432196446113761 -0.0063869756043084249 0.011455468041406557 0.028505936422072504 -0.00068095033982956709 0.01131972348326888 0.01983203037541683 0.013729463560384797
leaf_weight=88 58 62 67 94 396 52 65 336 56 64 91 102 78 90 102 55 361 61 82
leaf_count=88 58 62 67 94 396 52 65 336 56 64 91 102 78 90 102 55 361 61 82
internal_value=0 0.00948468 0.00636437 0.00510018 0.00684965 0.00488938 0.00612431 0.00491396 0.0122027 0.0110086 0.00572206 0.0123595 0.00596724 0.0140896 0.0205229 0.0114689 0.0130757 0.0116232 0.0196375
internal_weight=0 2302 1072 1005 943 849 797 732 1230 1060 216 844 180 664 192 472 417 152 170
internal_count=2360 2302 1072 1005 943 849 797 732 1230 1060 216 844 180 664 192 472 417 152 170
is_linear=0
shrinkage=0.16829


Tree=3543
num_leaves=9
num_cat=0
split_feature=9 1375 151 160 456 456 1 1429
split_gain=0.686098 0.532801 0.590835 0.483552 0.292807 0.322015 0.314334 0.368819
threshold=-1.0000000180025095e-35 -0.093609999999999985 0.084350000000000008 -0.54638999999999993 0.089235000000000023 0.085800000000000015 0.14720000000000003 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.008554687512545199 -0.0069235683218148731 -0.0069122657017852461 0.024709057064075213 0.0093494858387874035 -0.0010444947506490817 0.022048838382297788 0.021891720067602774 -2.0475586094517556e-05
leaf_weight=67 60 55 67 1797 78 56 53 127
leaf_count=67 60 55 67 1797 78 56 53 127
internal_value=0 0.00870915 0.00913 0.00864727 0.00905351 0.00944182 0.00908381 0.00873006
internal_weight=0 2293 2233 2166 2111 2033 1977 1924
internal_count=2360 2293 2233 2166 2111 2033 1977 1924
is_linear=0
shrinkage=0.16829


Tree=3544
num_leaves=16
num_cat=0
split_feature=52 0 151 15 15 0 3 52 16 52 3 160 12 52 16
split_gain=0.358708 0.65641 0.441137 0.56684 0.791523 0.575457 0.58412 0.982222 0.459018 0.439748 0.559326 0.320205 0.373124 0.303994 0.277573
threshold=0.49868000000000007 -0.22607999999999998 0.084350000000000008 -0.26826999999999995 -0.4666249999999999 -0.079119999999999982 -0.12595999999999999 -0.13370999999999997 0.0086100000000000013 -0.10886 -0.080669999999999978 0.089640000000000011 -0.082514999999999991 -0.41304999999999997 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 7 -7 9 -5 -11 12 -8 -10 -2
right_child=14 2 -4 5 -6 6 11 -9 13 10 -12 -13 -14 -15 -16
leaf_value=-0.0078892313767736245 0.025053452440081857 0.0091093684788777947 0.019535321768531632 0.024339098718625576 -0.015105819076131712 0.0096973218360273238 0.019588062417605669 -0.020437552982975327 0.0073803760835787985 0.0066489165029063116 0.014717384188373692 -0.006297241082772828 0.0053626735509174654 -0.0096179501602330492 0.0088122170747092811
leaf_weight=88 52 74 76 62 79 55 59 69 65 640 394 57 464 55 71
leaf_count=88 52 74 76 62 79 55 59 69 65 640 394 57 464 55 71
internal_value=0 0.0063471 0.00693091 0.00646794 -0.00338216 0.0072538 0.00342073 -0.00705679 0.00947147 0.0105534 0.0097251 0.00566385 0.00697089 -0.000395552 0.015693
internal_weight=0 2237 2149 2073 153 1920 704 124 1216 1096 1034 580 523 120 123
internal_count=2360 2237 2149 2073 153 1920 704 124 1216 1096 1034 580 523 120 123
is_linear=0
shrinkage=0.16829


Tree=3545
num_leaves=22
num_cat=0
split_feature=4 3 150 15 16 3 3 42 49 4 0 4 3 160 474 15 4 3 16 15 133
split_gain=16.5678 6.99665 2.95191 1.85964 2.22035 1.42653 2.0449 2.66323 1.37519 1.232 1.10202 1.21254 1.96841 1.00499 0.788058 0.787358 0.713973 1.15378 0.465913 0.360783 0.249372
threshold=0.30163500000000004 -0.06340999999999998 0.084680000000000019 -0.42759999999999992 -0.51433499999999988 0.10812000000000001 -0.0035149999999999995 -1.0000000180025095e-35 -0.061834999999999994 0.59999500000000017 -0.14151499999999997 -0.099704999999999974 -0.24098999999999995 0.022560000000000004 0.084410000000000013 -1.0000000180025095e-35 -0.082249999999999976 -0.086424999999999988 -0.0092499999999999978 0.101705 0.085880000000000012
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 8 5 9 -5 6 7 -3 18 -2 -10 12 -12 -4 16 -8 17 -13 -1 -18 -16
right_child=3 2 13 4 -6 -7 15 -9 10 -11 11 14 -14 -15 20 -17 19 -19 -20 -21 -22
leaf_value=0.001118399786032133 0.0012706346620214714 0.0017356054774078998 0.00051049172878027231 0.00079491360538323894 -8.7085928893433455e-05 0.00099990618628870414 0.0015699962103789449 0.00091485659801210178 0.0021993033002217204 0.0006205420701065773 0.0018187239702550611 0.0017213179125511525 0.0009532919964822577 0.0011214761761593624 0.0018426117072217762 0.0020822576884740717 0.0016974335414501102 0.0021718373982214587 0.0015600814033275136 0.0015050434491677039 0.0021226854429750009
leaf_weight=52 76 76 61 77 52 77 70 100 54 55 58 205 57 57 77 63 785 90 54 127 69
leaf_count=52 76 76 61 77 52 77 70 100 54 55 58 205 57 57 77 63 785 90 54 127 69
internal_value=0 0.00160339 0.00126338 0.00072082 0.000439106 0.00140313 0.00150349 0.00126947 0.00170863 0.000997964 0.00173402 0.00171688 0.00139008 0.000805927 0.00174463 0.00181291 0.00171671 0.00185888 0.00134374 0.00167068 0.00197522
internal_weight=0 2132 504 260 129 386 309 176 1628 131 1522 1468 115 118 1353 133 1207 295 106 912 146
internal_count=2392 2132 504 260 129 386 309 176 1628 131 1522 1468 115 118 1353 133 1207 295 106 912 146
is_linear=0
shrinkage=0.0032998


Tree=3546
num_leaves=30
num_cat=0
split_feature=4 3 2 2 4 3 3 2 14 16 2 2 43 160 3 12 4 13 3 3 43 2 43 474 160 16 13 43 3
split_gain=25.9234 9.19169 4.27844 5.23005 1.83338 1.83026 1.41702 1.41643 1.13012 2.23616 1.0229 1.29012 0.705638 0.861101 1.54565 0.833957 0.789681 0.74792 0.671731 0.834401 0.544403 0.561229 0.564173 0.52948 0.438914 0.405995 0.446361 0.276931 0.154128
threshold=0.30163500000000004 -0.06340999999999998 0.10859000000000001 -0.007134999999999999 -0.26545999999999997 0.13772500000000001 0.091170000000000015 0.094955000000000025 -1.0000000180025095e-35 -0.50327499999999992 0.14870000000000003 0.11756000000000001 0.0061450000000000003 -0.060309999999999996 -0.095764999999999989 0.10070000000000001 -0.082249999999999976 0.0015850000000000003 -0.08632999999999999 -0.15500999999999998 0.056620000000000011 0.090485000000000024 0.13543000000000002 0.023345000000000001 -0.081639999999999976 -0.019749999999999993 -0.085164999999999977 -0.069824999999999984 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -5 8 7 -6 -2 -10 11 -4 13 14 -1 16 18 23 19 -15 -14 22 -22 -18 25 26 -16 -17 -27
right_child=5 2 10 4 6 -7 -8 -9 9 -11 -12 -13 20 15 24 27 17 -19 -20 -21 21 -23 -24 -25 -26 28 -28 -29 -30
leaf_value=0.0012367593787623917 0.0011556534708874915 0.00060663579069431363 0.00072196645807590326 0.0022317443616473869 0.0020123485464130495 0.00010426700721899725 0.0011213534595067459 0.0013803301122133718 0.00092165224121747386 6.6530761395687752e-05 0.00052322658789038991 0.0014028182748210935 0.0013902228801923597 0.0023146826302448582 0.0019470606637567184 0.0015215129374806478 0.001875624118571927 0.0015059343878834738 0.0023626262114052349 0.0018809671810141929 0.0021579787932136303 0.0015552557977700459 0.0016821658774513429 0.0022093498152452491 0.0015560649704146996 0.0018987959502123973 0.0015952864562221536 0.0018465333405808038 0.0021307650893352568
leaf_weight=58 57 54 59 62 91 60 54 68 90 53 53 63 58 68 75 69 403 54 75 176 54 86 57 61 59 73 87 52 63
leaf_count=58 57 54 59 62 91 60 54 68 90 53 53 63 58 68 75 69 403 54 75 176 54 86 57 61 59 73 87 52 63
internal_value=0 0.0017143 0.00132464 0.00154652 0.00173096 0.000610418 0.00158502 0.00174227 0.000762088 0.000604965 0.000907286 0.00107384 0.0018349 0.00186474 0.00173828 0.00191948 0.00195674 0.00187652 0.00208688 0.00200198 0.00167414 0.00175755 0.00191396 0.00191957 0.00181966 0.00187173 0.00175836 0.00166148 0.00200651
internal_weight=0 2132 504 329 275 260 213 159 200 143 175 122 1628 1373 415 958 837 518 319 244 255 197 111 464 357 298 162 121 136
internal_count=2392 2132 504 329 275 260 213 159 200 143 175 122 1628 1373 415 958 837 518 319 244 255 197 111 464 357 298 162 121 136
is_linear=0
shrinkage=0.0032998


Tree=3547
num_leaves=20
num_cat=0
split_feature=403 2 2 3 151 150 2 457 52 52 52 11 3 42 4 52 12 2 4
split_gain=0.838641 0.643128 1.27229 0.487535 0.55091 0.872772 0.814942 0.69928 0.666912 0.481162 0.81459 1.09254 0.479187 0.460159 0.446444 0.321836 0.287646 0.186193 0.175294
threshold=-0.13024499999999997 -1.0000000180025095e-35 -0.15339499999999998 -0.096099999999999977 -0.0088999999999999982 1.0000000180025095e-35 0.085730000000000015 0.091945000000000013 0.51307000000000014 -0.092264999999999986 -0.010174999999999998 0.076270000000000018 0.20828500000000003 0.085790000000000019 -0.26545999999999997 -0.034054999999999995 0.091545000000000015 0.08673500000000002 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 9 6 8 -5 15 12 18 -11 -12 14 17 -6 -8 -15 -1 -3
right_child=1 3 -4 4 5 -7 7 -9 -10 10 11 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.003189645353086018 0.017013225292911431 0.0046263599094797069 -0.015780685463096442 0.034358282505198796 0.023047034012105831 -0.0083458065738423199 0.013767721686566394 0.02889431633466559 -0.0079451965459803719 -0.020966053364003132 0.01447490078973959 -0.014890684899117075 -0.0058154681929101521 0.034498460307257464 0.0095215600496369041 0.00014481686714737534 0.017519273896723062 0.016449719432410703 0.01736928282635233
leaf_weight=55 53 70 91 54 74 90 98 52 64 53 94 58 54 53 1096 99 62 67 55
leaf_count=55 53 70 91 54 74 90 98 52 64 53 94 58 54 53 1096 99 62 67 55
internal_value=0 0.00715771 -0.00369823 0.00793596 0.00909725 0.00766609 0.0156001 0.0115248 0.00878632 0.00201496 -0.0029962 0.00325779 0.00966264 0.0177112 0.0103786 0.00693081 0.0253601 0.0104865 0.0102476
internal_weight=0 2155 144 2011 1681 1378 303 249 1288 330 205 152 1224 237 1170 197 115 122 125
internal_count=2392 2155 144 2011 1681 1378 303 249 1288 330 205 152 1224 237 1170 197 115 122 125
is_linear=0
shrinkage=0.16829


Tree=3548
num_leaves=24
num_cat=0
split_feature=15 3 124 15 15 43 42 3 43 13 0 43 1456 13 52 13 3 42 15 3 51 403 51
split_gain=17.0906 9.83028 5.06976 2.61366 1.33698 2.03981 3.29769 1.73316 1.49315 1.14804 1.09232 0.980606 0.884206 0.925631 0.679156 1.65486 0.516064 0.486689 0.474461 0.426382 0.409575 0.284744 0.246795
threshold=-0.2987999999999999 0.10812000000000001 -0.043384999999999993 -0.44206999999999991 0.03981500000000001 -0.11278499999999998 -0.044809999999999996 -0.13088999999999998 0.0049250000000000014 -0.014114999999999997 -0.081444999999999976 -0.070049999999999987 -0.011624999999999998 0.066010000000000013 -0.087769999999999987 0.046185000000000004 -0.080914999999999987 0.08648500000000002 -0.0087849999999999977 -0.083249999999999977 -0.12676999999999997 -1.0000000180025095e-35 -0.08569499999999998
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 10 11 5 6 -4 -6 12 17 -2 -1 -9 -14 20 -16 -10 22 -3 -19 -11 -18 -7
right_child=1 18 4 -5 7 9 -8 8 16 14 -12 -13 13 -15 15 -17 21 19 -20 -21 -22 -23 -24
leaf_value=0.0004585069285390877 0.0013276978162026203 0.00092941536628387503 0.0017725051279082185 -7.5003795073062414e-05 0.0023545694600285529 0.0020698312691951755 0.00070746979482774373 0.0014369784748865086 0.0012623373310859396 0.0014731675455257184 0.00072320916529911212 0.0010465606687643054 0.0019228279746645505 0.001498552431089687 0.00158624624197784 0.00090969689415639572 0.0018140061468510235 0.0014339880876882089 0.00054630199024608491 0.0017338096053793686 0.0018403789599919702 0.0014815208484049789 0.0018148708988211788
leaf_weight=54 66 92 62 53 57 55 65 56 67 57 65 73 499 64 135 56 52 65 58 286 84 66 205
leaf_count=54 66 92 62 53 57 55 65 56 67 57 65 73 499 64 135 56 52 65 58 286 84 66 205
internal_value=0 0.00159756 0.0016569 0.000539906 0.00169955 0.00162132 0.00122769 0.00179672 0.00175713 0.0016743 0.00102803 0.000796799 0.00183512 0.00187466 0.00151733 0.00138807 0.00149598 0.00175953 0.000781513 0.00167839 0.00169218 0.00162834 0.00186894
internal_weight=0 2212 2062 180 1931 1070 127 861 804 943 131 127 619 563 332 191 185 611 150 351 141 118 260
internal_count=2392 2212 2062 180 1931 1070 127 861 804 943 131 127 619 563 332 191 185 611 150 351 141 118 260
is_linear=0
shrinkage=0.0032998


Tree=3549
num_leaves=21
num_cat=0
split_feature=1 12 1 1 3 3 4 4 4 12 12 1419 13 51 151 3 159 1456 3 12
split_gain=32.6171 8.09177 5.7374 3.77836 1.96734 1.871 1.811 1.13101 1.01072 1.42819 0.87581 0.792584 0.796917 0.961855 0.591628 0.70294 0.433051 0.331901 0.343199 0.102918
threshold=0.11846000000000002 0.077755000000000005 0.092655000000000015 0.14262000000000002 -0.0053599999999999993 0.11745500000000002 0.049545000000000006 0.40945500000000007 -0.062804999999999986 -0.011819999999999999 0.098855000000000012 0.082370000000000013 -0.083669999999999981 0.096085000000000018 -0.088279999999999983 -0.13392999999999997 -0.027939999999999996 -0.0083149999999999977 -0.087114999999999984 0.090465000000000004
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 2 8 7 -4 -6 11 -2 -1 -10 19 12 16 14 -14 -16 -3 -18 -19 -8
right_child=3 6 4 -5 5 -7 10 -9 9 -11 -12 -13 13 -15 15 -17 17 18 -20 -21
leaf_value=0.0023465509115499312 0.0012666864996648886 0.0024591836617040468 0.00089265079245238327 0.00017738796783475937 0.0017695668347697377 0.0010071873010470448 0.0020321039411864182 0.00074283245326004562 0.0021853531417848383 0.0014396095390593498 0.0014959700601050909 0.0024286572107044412 0.0017315155562966761 0.001706160894550059 0.0024228645230678701 0.0020689580700396001 0.0019307187689706444 0.0024591659301086435 0.002161411691203553 0.0018518821848335933
leaf_weight=66 95 69 102 86 95 56 75 86 59 54 72 85 52 85 68 742 56 53 256 80
leaf_count=66 95 69 102 86 95 56 75 86 59 54 72 85 52 85 68 742 56 53 256 80
internal_value=0 0.00197123 0.00156779 0.000747358 0.00124756 0.00148706 0.00207415 0.00101798 0.00202021 0.00182929 0.00179885 0.00211676 0.00209753 0.00204339 0.0020766 0.00209871 0.00221559 0.00216945 0.0022126 0.00193931
internal_weight=0 2125 432 267 253 151 1693 181 179 113 227 1466 1381 947 862 810 434 365 309 155
internal_count=2392 2125 432 267 253 151 1693 181 179 113 227 1466 1381 947 862 810 434 365 309 155
is_linear=0
shrinkage=0.0032998


Tree=3550
num_leaves=21
num_cat=0
split_feature=1 52 15 39 3 15 15 3 2 52 3 42 2 43 43 42 0 16 43 133
split_gain=34.6783 9.55643 5.2681 4.59432 4.16344 2.10036 2.09281 1.95895 1.60934 1.21901 1.13111 1.13897 0.851464 0.750665 0.557108 0.638442 0.50901 0.807668 0.398848 0.237769
threshold=0.10538500000000002 -0.40011499999999994 -0.2987999999999999 0.081875000000000017 -0.055839999999999994 -0.044164999999999989 -0.45726999999999995 0.10323000000000002 0.12051500000000002 -0.059354999999999991 -0.14443999999999999 0.077855000000000021 0.088850000000000012 -0.049914999999999994 -0.089559999999999987 0.086895000000000014 -0.094314999999999996 -0.10803999999999998 0.043850000000000007 0.085345000000000018
decision_type=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 7 -4 9 13 8 10 -6 11 -1 14 -3 19 -16 17 -14 -18 -12
right_child=1 2 4 -5 5 -7 -8 -9 -10 -11 12 -13 16 -15 15 -17 18 -19 -20 -21
leaf_value=0.0023117276890897683 0.0024502572820384438 0.00057683703429203142 0.0019406161183745719 0.0015060601804067699 0.00093827238762344222 0.00059725383526116585 9.1614356834996766e-05 0.0016069402399546216 0.0016794101611281845 0.0015964192013036972 0.0019786696779789227 0.0029368976913048067 0.0022110470782398415 0.001126751161774192 0.0024122252099751276 0.0022143386653911213 0.0022383451673722615 0.0016762719808723298 0.0019753180053958953 0.002256812372564912
leaf_weight=82 60 53 84 102 54 69 60 54 53 72 75 53 64 56 484 291 367 61 79 67
leaf_count=82 60 53 84 102 54 69 60 54 53 72 75 53 64 56 484 291 367 61 79 67
internal_value=0 0.00121311 0.00104734 0.00218767 0.00132594 0.00106097 0.000587206 0.00222784 0.00224783 0.00131464 0.00226637 0.00255743 0.00223994 0.000859685 0.00230273 0.00233797 0.00213903 0.00195036 0.00219183 0.00211015
internal_weight=0 508 448 1832 279 195 169 1730 1676 126 1623 135 1488 109 917 775 571 125 446 142
internal_count=2340 508 448 1832 279 195 169 1730 1676 126 1623 135 1488 109 917 775 571 125 446 142
is_linear=0
shrinkage=0.0032998


Tree=3551
num_leaves=22
num_cat=0
split_feature=4 2 150 39 2 13 11 13 2 4 15 13 42 49 0 13 4 4 4 52 2
split_gain=22.9158 8.96474 3.94488 2.43552 1.97404 1.76441 1.64765 1.26344 1.1901 1.18771 1.18373 1.10388 1.03975 1.02096 0.64795 0.617647 0.600565 0.536171 0.573899 0.295397 0.291473
threshold=0.30163500000000004 0.10981000000000002 0.082295000000000021 0.085345000000000018 0.13290500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.093680000000000013 -0.080164999999999986 -0.4680149999999999 -0.066659999999999983 0.080060000000000006 -0.012404999999999998 -0.087344999999999992 -0.0013449999999999996 0.036620000000000007 -0.47860499999999995 -0.088499999999999981 0.022635000000000006 0.11404000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 12 10 9 -7 -8 14 -2 16 20 -13 -1 -15 19 -16 -19 -11 -3
right_child=5 2 -4 -5 -6 7 8 -9 -10 11 -12 13 -14 15 17 -17 -18 18 -20 -21 -22
leaf_value=0.0023208888854623667 0.00084439270998348229 0.0012803081304772997 0.00050476005995158009 0.0013748597217336407 0.0010039570002590484 0.0014368185897805624 0.0026363308150616962 0.00071086668135556441 0.0019663679308887243 0.0020077866705263117 0.00024893001925459446 0.0012971682003214541 0.0020021561408675478 0.0016162130565527107 0.0022856594023811425 0.0018933252787202849 0.001672668642269867 0.0016837006590264823 0.0019958465959120405 0.0018412176098469442 0.0016228891696090041
leaf_weight=68 65 53 59 97 74 52 57 53 60 364 83 62 60 174 53 183 101 84 298 181 59
leaf_count=68 65 53 59 97 74 52 57 53 60 364 83 62 60 174 53 183 101 84 298 181 59
internal_value=0 0.00179508 0.00127197 0.0018846 0.00145583 0.000743253 0.00191392 0.00107072 0.00229306 0.00188561 0.000510689 0.00182285 0.00165004 0.0016902 0.00201841 0.00175836 0.00190883 0.00197104 0.0019273 0.00195253 0.00146109
internal_weight=0 2087 305 1782 246 253 1685 105 117 1568 148 1065 172 419 503 357 646 435 382 545 112
internal_count=2340 2087 305 1782 246 253 1685 105 117 1568 148 1065 172 419 503 357 646 435 382 545 112
is_linear=0
shrinkage=0.0032998


Tree=3552
num_leaves=19
num_cat=0
split_feature=1 1 12 123 4 15 4 159 14 4 12 50 457 43 4 15 15 1
split_gain=44.9339 9.61164 7.72803 4.46759 2.7708 3.28498 1.60345 1.60248 1.45716 1.40781 1.15735 1.08068 0.862651 0.688453 0.524562 0.412189 0.405817 0.354962
threshold=0.10538500000000002 0.12419000000000001 0.085090000000000013 1.0000000180025095e-35 0.42098500000000005 -0.46319999999999995 -0.013324999999999998 0.081925000000000012 0.062655000000000016 0.054560000000000004 0.093535000000000021 0.12070000000000002 0.062030000000000009 0.31428500000000009 -0.0083249999999999973 -0.094449999999999992 -0.084629999999999997 0.13730000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 8 17 -6 -4 16 9 11 15 12 13 14 -1 -11 -2 -3
right_child=1 4 6 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0023434649229656678 0.0011002622347288168 0.0012242966293200539 0.0025735303600754583 0.0014884716850197706 0.00081518875879820396 -0.0002965772120802838 0.0018271887200318471 0.00060084461358098442 0.0027815617128047663 0.0024471025444585907 0.0017003914988197428 0.0018854520075683369 0.0020323797897546661 0.0019971095335198016 0.002521680927137138 0.0020612830110372849 0.0015109182282514906 0.00083513407632277098
leaf_weight=1044 54 52 57 77 61 55 71 53 67 52 76 61 96 56 225 78 53 52
leaf_count=1044 54 52 57 77 61 55 71 53 67 52 76 61 96 56 225 78 53 52
internal_value=0 0.00115842 0.00155521 0.00226772 0.00063882 0.000287755 0.00215982 0.0010713 0.00230189 0.00228283 0.00202587 0.00231853 0.00233709 0.00235914 0.00237509 0.00221588 0.001304 0.00103005
internal_weight=0 508 288 1832 220 116 128 160 1755 1688 206 1482 1421 1325 1269 130 107 104
internal_count=2340 508 288 1832 220 116 128 160 1755 1688 206 1482 1421 1325 1269 130 107 104
is_linear=0
shrinkage=0.0032998


Tree=3553
num_leaves=30
num_cat=0
split_feature=1 1 14 12 4 4 15 2 43 12 47 160 2 13 133 4 2 4 2 474 43 2 42 13 12 12 1 4 4
split_gain=17.8226 4.8565 2.65487 2.43779 2.50214 2.02483 3.1948 1.52444 2.25797 1.31505 1.02028 0.851196 0.827503 0.733751 0.466033 0.449049 0.443351 0.898592 0.682634 0.3826 0.45757 0.521135 0.411338 0.358216 0.309592 0.290465 0.225211 0.156909 0.060364
threshold=0.12337000000000002 0.094405000000000003 0.062655000000000016 -1.0000000180025095e-35 -0.013324999999999998 0.42098500000000005 -0.46319999999999995 0.087675000000000017 -0.0081349999999999981 0.084160000000000013 0.082095000000000015 0.060610000000000004 0.13733000000000004 -0.011834999999999998 0.086100000000000024 0.40330500000000008 0.097145000000000023 -0.082084999999999977 0.10486500000000001 0.083855000000000013 -0.00076499999999999995 0.064660000000000009 0.086895000000000014 -0.081029999999999977 0.084115000000000009 0.097060000000000021 0.10024500000000001 -0.075969999999999996 -0.14994999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 13 26 12 -7 19 11 -10 15 16 -2 -3 -13 -6 17 -9 -18 20 22 -22 24 -24 -1 27 -5 -11 -28
right_child=5 3 -4 4 10 6 -8 8 9 25 -12 14 -14 -15 -16 -17 18 -19 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30
leaf_value=0.0022297355910546775 0.0014533515592233808 0.0013510220448629913 0.0025465873045019786 0.0017768605508047452 0.0009756381723508219 0.0010585865154873913 -3.2370250177661726e-05 0.0023041150437471312 0.0011282867125507869 0.0019119187720608619 0.0016826583005840191 0.0023669862542911721 0.00087304554865587857 0.00083326197016759455 0.0019536402039008111 0.0013973710757418519 0.0013771869524821037 0.001814848820764078 0.0018486573047191656 0.0017818844225541601 0.001949129208941522 0.0023271738190583971 0.001681837202014642 0.0020190607661025274 0.0019733102669404002 0.0015286772110032424 0.0019553483648122459 0.0016621695789667123 0.0021217890712140262
leaf_weight=67 54 68 67 62 54 61 56 52 66 53 81 57 54 54 66 58 52 204 98 93 72 94 91 58 264 101 65 66 52
leaf_count=67 54 68 67 62 54 61 56 52 66 53 81 57 54 54 66 58 52 204 98 93 72 94 91 58 264 101 65 66 52
internal_value=0 0.0018146 0.00190198 0.0015278 0.00166075 0.00083743 0.000536118 0.00187416 0.00177534 0.00153848 0.00139947 0.00190333 0.00116352 0.00112214 0.00214548 0.00119435 0.00182988 0.00191437 0.00168545 0.00198311 0.00201202 0.00216341 0.00195959 0.00181334 0.00202532 0.00166137 0.00194227 0.0017737 0.00202962
internal_weight=0 2115 1621 494 372 225 117 1554 815 286 193 529 108 122 123 112 406 256 150 739 646 166 480 149 331 220 179 119 117
internal_count=2340 2115 1621 494 372 225 117 1554 815 286 193 529 108 122 123 112 406 256 150 739 646 166 480 149 331 220 179 119 117
is_linear=0
shrinkage=0.0032998


Tree=3554
num_leaves=29
num_cat=0
split_feature=4 12 2 2 2 12 15 2 0 4 4 159 4 2 13 15 15 15 43 159 0 11 160 43 15 0 12 12
split_gain=80.0515 20.0081 7.07023 6.63875 5.33354 3.30381 3.13614 2.62139 2.01421 1.92295 1.61572 1.5029 1.40317 1.3569 1.12368 1.07989 0.75632 1.32033 0.942427 0.667583 0.666796 0.652888 0.498627 0.429809 0.414848 0.407334 0.733061 0.291719
threshold=0.30163500000000004 0.054520000000000006 0.12708000000000003 0.10981000000000002 -0.0091949999999999983 0.086160000000000014 -0.42443999999999993 0.090115000000000015 -0.10803999999999998 -0.010549999999999999 -0.074219999999999994 0.0055900000000000004 0.59999500000000017 0.082130000000000022 -0.053824999999999991 -0.03886499999999999 0.041820000000000003 -0.012569999999999998 -0.013819999999999997 0.10369500000000002 -0.07717499999999998 0.086080000000000018 -0.081539999999999987 -0.081204999999999986 -0.050004999999999994 -0.079249999999999987 0.091255000000000017 0.092395000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 13 12 24 -8 -9 21 14 -2 -3 23 -5 17 22 -18 -13 -16 25 -15 -12 -6 26 -7 -27
right_child=6 2 -4 15 7 10 8 9 -10 -11 11 19 -14 16 20 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29
leaf_value=0.0082833789446726345 0.0082061013669838933 0.010487214292228838 0.0085078328342740595 0.0085405597928190045 0.010019506175827751 0.0098409413054971213 0.0076353352079264357 0.0095258563884898836 0.006762692064244946 0.0087122000328994555 0.0097803020730820051 0.010202516083729313 0.0075069512830230195 0.0097230193302411637 0.0091302192544495328 0.0079167566841226288 0.010462431565709095 0.0093392095286517953 0.0099043072926610718 0.0096588795629387689 0.0095138413730350667 0.0094434747574253988 0.010162058114083508 0.0095200235636225001 0.009574059927083902 0.009512620346742379 0.010274856131141999 0.0098162983208473966
leaf_weight=58 81 59 52 79 53 225 57 61 61 70 117 52 54 57 124 53 56 54 95 56 95 54 72 244 52 62 58 129
leaf_count=58 81 59 52 79 53 225 57 61 61 70 117 52 54 57 124 53 56 54 95 56 95 54 72 244 52 62 58 129
internal_value=0 0.00954686 0.00971072 0.00890788 0.00918501 0.00974958 0.00758069 0.00940645 0.00718452 0.00909135 0.00966374 0.00955632 0.0079267 0.0100151 0.00948836 0.00829036 0.00993157 0.00978289 0.0101115 0.00992096 0.00929679 0.00980365 0.00996834 0.00960448 0.00979924 0.00984461 0.00993 0.00971791
internal_weight=0 2087 1661 426 294 1609 253 236 118 131 1216 688 135 393 580 132 334 183 151 108 219 528 129 361 105 474 283 191
internal_count=2340 2087 1661 426 294 1609 253 236 118 131 1216 688 135 393 580 132 334 183 151 108 219 528 129 361 105 474 283 191
is_linear=0
shrinkage=0.0032998


Tree=3555
num_leaves=20
num_cat=0
split_feature=1 155 52 1 160 1 52 49 12 403 403 133 3 51 474 3 11 157 133
split_gain=1.10099 0.836043 0.539693 0.634754 0.712024 0.653205 1.07294 0.443663 0.432614 0.351864 0.62447 0.593985 0.315748 0.459883 0.548583 0.450197 0.301664 0.254793 0.2511
threshold=0.098370000000000027 0.084785000000000013 0.12431000000000002 0.10871500000000002 -0.077799999999999994 0.11684000000000001 -0.063789999999999986 -1.0000000180025095e-35 -0.074254999999999988 -0.23730999999999999 -0.11201999999999999 0.40438500000000005 0.092330000000000009 -0.085504999999999984 0.081755000000000008 -0.0035149999999999995 0.076270000000000018 -0.086554999999999979 0.087445000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 7 -5 -6 -7 -2 -8 11 -11 -1 13 14 18 16 17 -15 -12
right_child=1 -3 -4 4 5 6 8 -9 -10 10 12 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0082155698780141083 0.011666848508702057 0.034624494335905968 0.026829549693118626 -0.00093080464362586823 0.03262494265712574 -0.0021667271857777103 0.034789538784915204 -0.0094844634108155121 0.014972501504254585 0.043698964841722698 0.03355112053373132 0.028969085441937204 0.01490520882476153 0.014015963426635667 0.045570070219050234 0.039432391311778066 0.01207770511794167 0.025741920687263362 0.018355873098421752
leaf_weight=81 61 72 95 55 82 69 57 52 70 59 76 76 70 56 74 61 53 1040 53
leaf_count=81 61 72 95 55 82 69 57 52 70 59 76 76 70 56 74 61 53 1040 53
internal_value=0 0.0175685 0.0152952 0.0128343 0.0165334 0.019995 0.0147019 0.0019176 0.0238809 0.0258997 0.026675 0.0182733 0.0259965 0.0265447 0.0339829 0.0252954 0.0245433 0.0251444 0.027322
internal_weight=0 613 541 446 333 278 196 113 127 1699 1542 157 1483 1413 203 1210 1149 1096 129
internal_count=2312 613 541 446 333 278 196 113 127 1699 1542 157 1483 1413 203 1210 1149 1096 129
is_linear=0
shrinkage=0.16829


Tree=3556
num_leaves=19
num_cat=0
split_feature=1 0 16 43 0 0 0 133 47 0 40 156 156 0 2 13 16 16
split_gain=0.761357 0.576476 0.678839 0.484819 0.479958 1.28066 0.310601 0.411033 0.394054 0.660477 0.536912 0.284577 0.365526 0.359735 0.668427 0.401479 0.491939 0.2523
threshold=0.098370000000000027 -0.14310999999999999 -0.074874999999999983 -0.46848499999999998 -0.13740499999999997 -0.15385999999999997 -0.099329999999999988 0.088585000000000011 0.078345000000000012 0.062580000000000011 -1.0000000180025095e-35 0.090500000000000011 0.083125000000000018 -0.062324999999999998 0.10515500000000001 -0.099039999999999975 0.057675000000000011 0.037060000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6 8 9 10 -8 12 13 15 -15 -5 -17 -12
right_child=4 3 -4 11 6 -7 7 -9 -10 -11 17 -13 -14 14 -16 16 -18 -19
leaf_value=0.022679673369139654 0.019425315419277008 0.0049137374688726972 0.04721923921553875 0.0055450950817797686 0.029629560957391363 -0.010431882964919205 0.021330468661187027 0.00359590847154745 0.027505245948421457 0.029637317016735831 -0.0063141277750440126 0.012374463824026502 0.031972698811333515 0.040915673733809825 0.018706746822025628 0.022005023511651376 0.010882658475701173 0.0099486455086151525
leaf_weight=84 97 54 52 52 53 70 65 65 94 61 53 98 94 70 86 981 128 55
leaf_count=84 97 54 52 52 53 70 65 65 94 61 53 98 94 70 86 981 128 55
internal_value=0 0.0215428 0.0320757 0.0206252 0.0146129 0.00689956 0.017497 0.0158562 0.0182804 0.014567 0.00924282 0.0211862 0.021797 0.0210693 0.0286838 0.0200447 0.0207229 0.00195121
internal_weight=0 1699 136 1563 613 167 446 393 328 234 173 1509 1411 1317 156 1161 1109 108
internal_count=2312 1699 136 1563 613 167 446 393 328 234 173 1509 1411 1317 156 1161 1109 108
is_linear=0
shrinkage=0.16829


Tree=3557
num_leaves=19
num_cat=0
split_feature=1 52 1 123 12 48 4 12 48 0 4 48 0 16 1 4 0 0
split_gain=34.1823 7.08004 3.3232 3.16252 2.26456 2.42203 2.83494 1.50537 1.50254 1.56381 1.45392 1.12877 0.700512 0.637622 2.56512 0.753582 0.511694 0.322306
threshold=0.10574000000000001 -0.40492999999999996 0.14741000000000001 0.081180000000000016 0.086885000000000004 0.10990500000000002 0.056815000000000011 0.11628000000000001 -0.026004999999999997 -0.14216999999999999 0.024315000000000003 0.083570000000000019 -0.10946999999999998 0.21684500000000004 0.081755000000000008 -0.15805499999999997 -0.07385499999999999 -0.098179999999999976
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 -3 8 -1 11 13 -10 -8 15 -15 -11 17 -12
right_child=1 2 -4 -5 -6 -7 12 -9 9 10 16 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0017033386954446179 0.0022712707805827891 0.00025915768351995118 0.00023108079122306533 0.0014371444702685953 0.0015138142864923668 0.0015497049533446958 0.0013587376954511143 0.0016787106302478439 0.0028174907494231765 0.0025906380608868942 0.0018461191525104637 0.0021854532380622569 0.00087630037148550728 0.0016115474390818436 0.0024600751420469414 0.0021943181903500138 0.0016078492237962822 0.0021918135690622313
leaf_weight=77 52 75 56 74 102 56 52 76 69 56 74 57 91 88 70 1078 57 52
leaf_count=77 52 75 56 74 102 56 52 76 69 56 74 57 91 88 70 1078 57 52
internal_value=0 0.00112042 0.000981814 0.00210682 0.00109353 0.000936948 0.000779381 0.00213505 0.0021557 0.00217743 0.00214713 0.00253185 0.00105198 0.00218628 0.0019877 0.00221392 0.00187052 0.00198907
internal_weight=0 484 432 1828 376 274 218 1754 1678 1601 1475 126 143 1292 158 1134 183 126
internal_count=2312 484 432 1828 376 274 218 1754 1678 1601 1475 126 143 1292 158 1134 183 126
is_linear=0
shrinkage=0.0032998


Tree=3558
num_leaves=18
num_cat=0
split_feature=12 13 13 160 448 13 48 403 403 13 12 1456 49 160 124 13 160
split_gain=0.428079 0.804604 0.752165 0.43025 0.499881 0.572558 0.466906 0.345231 0.520548 0.473359 0.860111 0.630052 0.334019 0.699412 0.277534 0.200499 0.169791
threshold=-0.010219999999999998 -0.16392499999999996 -0.0072499999999999995 0.084965000000000027 -0.065209999999999976 -0.11255999999999998 0.085790000000000019 0.058485000000000009 0.10469000000000002 0.053240000000000003 0.092465000000000006 0.084020000000000011 0.018515000000000004 -0.065924999999999997 -0.0076699999999999989 -0.065269999999999981 0.28906000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 -3 -6 16 9 -9 11 -11 -7 13 -1 -15 -10 -5
right_child=1 3 -4 6 5 7 -8 8 15 10 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0042296501458081595 0.0022201424786570147 0.0021137246322215329 -0.0018487661607850868 0.026988137333136139 0.035670462802803858 0.021735864735603863 0.040248454076530014 0.0002543944941259748 0.010790496520183936 -0.0046142807440498037 0.018941169200938867 0.0085625881909117147 0.0053637391362933457 0.033811063102793325 0.017668845554914339 0.025043374289260813 0.015443790608499193
leaf_weight=54 82 52 83 81 56 1095 53 72 52 63 144 114 56 74 52 62 67
leaf_count=54 82 52 83 81 56 1095 53 72 52 63 144 114 56 74 52 62 67
internal_value=0 0.0185686 0.0119113 0.0192692 0.0184001 0.0189098 0.0266544 0.0183227 0.0114823 0.01922 0.0117634 0.0204952 0.0167583 0.0202933 0.0271635 0.0185578 0.0217741
internal_weight=0 1993 319 1911 1710 1658 201 1602 186 1416 207 1209 236 180 126 114 148
internal_count=2312 1993 319 1911 1710 1658 201 1602 186 1416 207 1209 236 180 126 114 148
is_linear=0
shrinkage=0.16829


Tree=3559
num_leaves=21
num_cat=0
split_feature=1 3 123 10 4 48 3 14 4 51 12 484 156 151 124 12 475 42 3 3
split_gain=24.8486 5.55485 2.38569 1.89419 1.85967 1.51402 1.15138 1.02199 0.81463 1.39724 0.849873 0.601419 0.590902 0.587484 0.624446 0.565825 0.496487 0.374291 0.151695 0.140147
threshold=0.10557500000000002 -0.055839999999999994 0.081180000000000016 -0.012054999999999998 0.26900000000000007 0.10990500000000002 0.10323000000000002 0.062655000000000016 0.032965000000000001 -0.092879999999999976 0.090715000000000018 0.085775000000000004 0.092820000000000014 -0.0033899999999999994 -0.0037749999999999993 0.087615000000000012 -0.084144999999999984 0.092160000000000006 -0.077544999999999989 -0.071519999999999986
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 4 6 -3 17 13 7 8 9 12 19 16 -1 -5 -15 -13 -11 -2 -12 -10
right_child=1 3 -4 5 -6 -7 -8 -9 10 11 18 15 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0025008103712010729 0.0019783594283230409 0.00020788385234739082 0.0012849317952172556 0.0010340924692732549 0.0010376570735941872 0.0013453031445773839 0.0014224557036438211 0.0023363874632053167 0.0020294886877218559 0.0022081090780481137 0.0013911962652877058 0.0015385026181281276 0.0020319121181909365 0.0009311629171061983 0.00048442050393941927 0.0019724497440588074 0.0019052756430420613 0.0015838248142562171 0.0016397295911136248 0.0017862251467599623
leaf_weight=61 55 52 72 61 55 63 54 61 61 64 59 93 59 54 94 52 1082 53 55 52
leaf_count=61 55 52 72 61 55 63 54 61 61 64 59 93 59 54 94 52 1082 53 55 52
internal_value=0 0.001036 0.00187514 0.000785812 0.00153309 0.000896168 0.00189936 0.0019145 0.00189876 0.00192848 0.00171389 0.00189665 0.00227056 0.000760614 0.000647659 0.00169437 0.00192222 0.00178507 0.00151141 0.00191786
internal_weight=0 487 1825 324 163 272 1753 1699 1638 1411 227 1291 120 209 148 145 1146 108 114 113
internal_count=2312 487 1825 324 163 272 1753 1699 1638 1411 227 1291 120 209 148 145 1146 108 114 113
is_linear=0
shrinkage=0.0032998


Tree=3560
num_leaves=13
num_cat=0
split_feature=3 2 4 13 42 1454 159 43 4 3 4 160
split_gain=1.32814 0.838812 0.671618 0.618243 0.523862 0.43705 0.369585 0.420627 0.364929 0.328271 0.315088 0.288116
threshold=0.32329500000000005 -0.079939999999999983 0.26450500000000005 0.15578000000000003 0.12199500000000001 0.07931500000000001 0.08457000000000002 -0.072864999999999985 0.17982000000000001 -0.11128999999999999 -0.029369999999999997 -0.087874999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -4 9 -3 -5 -7
right_child=-2 2 6 10 -6 11 -8 -9 -10 -11 -12 -13
leaf_value=0.035554264101284684 -0.0086463110069975452 0.008442213212642222 -0.0085360292372912375 0.037391982781775329 0.00024741429834525681 0.036180821674837667 0.017539418190028657 0.010055467628208846 0.030122909977183473 0.016866866161776631 0.019651274543717019 0.019077107375157547
leaf_weight=68 58 144 57 64 53 55 71 87 55 1557 52 58
leaf_count=68 58 144 57 64 53 55 71 87 55 1557 52 58
internal_value=0 0.0171159 0.0165586 0.017503 0.0167808 0.0172487 0.007598 0.00268386 0.0165932 0.0161547 0.0294547 0.0274178
internal_weight=0 2321 2253 2038 1922 1869 215 144 1756 1701 116 113
internal_count=2379 2321 2253 2038 1922 1869 215 144 1756 1701 116 113
is_linear=0
shrinkage=0.16829


Tree=3561
num_leaves=25
num_cat=0
split_feature=1 12 12 14 1 15 2 12 43 1 15 12 160 12 475 43 2 159 2 2 12 15 1 15
split_gain=42.3705 4.78547 3.10698 2.93179 2.92493 3.91934 4.18686 2.18532 1.56602 1.52775 0.900056 1.39459 0.764688 0.683791 0.57067 0.488108 0.694916 0.44027 0.429918 0.48643 0.428052 0.397449 0.365343 0.0529788
threshold=0.10932500000000002 0.089125000000000024 0.1072 0.062655000000000016 0.089625000000000024 -0.013349999999999999 0.090965000000000018 0.092495000000000008 -0.079504999999999978 0.13554500000000003 0.098995000000000014 0.09525500000000002 -0.23211999999999997 0.11769500000000001 -0.086279999999999982 -0.0062049999999999996 0.084825000000000025 -0.073364999999999986 0.091955000000000023 0.10731 0.083995000000000014 -0.091734999999999983 0.11918000000000002 0.035560000000000008
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 8 -3 4 7 6 21 12 -2 22 11 23 -1 17 -14 20 -17 -9 -19 -20 -16 -6 -10 -7
right_child=1 2 -4 -5 5 10 -8 13 9 -11 -12 -13 14 -15 15 16 -18 18 19 -21 -22 -23 -24 -25
leaf_value=0.0021690150260905575 -8.0844358344052403e-05 0.0015740834107140758 0.00056518452209434848 0.0024262293930727894 0.0017561450334886016 0.0013580319951610896 0.00063071746243580833 0.0019255301867738895 0.00085954364682422596 0.00012934487515758772 0.0021714355843263588 0.0020496548440381334 0.0015137287387307111 0.0012464199945228425 0.0020916803550760218 0.0019869623729997579 0.0016420735845692218 0.0018228513258033451 0.0013946094837626851 0.0017099037517662639 0.0018744400725465777 0.0013817247854028942 0.00051551578904843014 0.0015187734704419187
leaf_weight=89 69 72 62 67 60 53 91 52 74 81 53 67 54 56 129 96 198 69 135 91 479 67 63 52
leaf_count=89 69 72 62 67 60 53 91 52 74 81 53 67 54 56 129 96 198 69 135 91 479 67 63 52
internal_value=0 0.00059255 0.00110754 0.00174659 0.00172249 0.00148739 0.00117161 0.00179439 0.000351978 0.000489134 0.0017932 0.00167645 0.00187418 0.00158739 0.0018467 0.00186659 0.00175481 0.00164232 0.00159227 0.00152172 0.00192059 0.00155889 0.000701598 0.00143797
internal_weight=0 421 134 1958 1891 443 218 1448 287 218 225 172 1045 403 956 902 294 347 295 226 608 127 137 105
internal_count=2379 421 134 1958 1891 443 218 1448 287 218 225 172 1045 403 956 902 294 347 295 226 608 127 137 105
is_linear=0
shrinkage=0.0032998


Tree=3562
num_leaves=15
num_cat=0
split_feature=2 14 1 2 43 51 1453 130 159 159 2 13 157 1
split_gain=1.08798 0.75649 0.580066 0.783397 0.773072 0.475982 0.536943 0.485863 0.388399 0.317835 0.422884 0.138814 0.118569 0.100481
threshold=0.16730000000000003 0.019675000000000002 0.10947000000000001 -0.00097499999999999985 -0.084454999999999988 -0.10998999999999999 -0.077764999999999987 -0.070634999999999989 0.091625000000000026 0.107145 0.092235000000000025 -0.066934999999999981 0.014805 0.12180500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 11 -7 -8 -9 10 -6 -5 -13 -12
right_child=-2 -3 4 5 9 6 7 8 -10 -11 13 12 -14 -15
leaf_value=0.034364781839600775 -0.0084312807866002374 0.031387034053053736 -0.0090970695885490577 0.017136343288436013 0.017675396237727667 0.031081129702721661 0.026394875453944366 0.012447130661583415 0.023530161803053229 0.023947948650348088 0.0078592158890127481 0.02178008984855016 0.033094904239373384 -0.0010152783778667408
leaf_weight=63 56 80 59 58 103 53 83 1424 96 52 74 54 54 70
leaf_count=63 56 80 59 58 103 53 83 1424 96 52 74 54 54 70
internal_value=0 0.0152865 0.0147115 0.015892 0.00849063 0.0152523 0.0143883 0.0138353 0.0131483 0.0119671 0.00943756 0.0238599 0.0274541 0.00353275
internal_weight=0 2323 2243 1885 358 1822 1656 1603 1520 299 247 166 108 144
internal_count=2379 2323 2243 1885 358 1822 1656 1603 1520 299 247 166 108 144
is_linear=0
shrinkage=0.16829


Tree=3563
num_leaves=20
num_cat=0
split_feature=1 3 10 3 123 4 12 16 11 3 12 49 3 11 3 4 0 16 49
split_gain=30.1842 5.81524 4.32965 3.07891 2.48658 2.21085 1.71542 1.60505 1.42502 2.27912 1.10196 1.01559 1.10555 0.925189 0.721545 0.996319 1.49546 0.698342 0.225513
threshold=0.10932500000000002 -0.052614999999999995 -1.0000000180025095e-35 0.10323000000000002 1.0000000180025095e-35 0.22738500000000003 0.090465000000000004 0.022165000000000004 1.0000000180025095e-35 -0.10468499999999999 -0.042789999999999988 -0.00078499999999999989 0.077930000000000013 0.080705000000000013 -0.11128999999999999 -0.011809999999999999 -0.082134999999999986 -0.016354999999999998 0.10228500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 4 6 -2 8 10 9 -1 -4 17 -13 14 -8 16 -16 -11 -17
right_child=1 2 7 -5 -6 -7 13 -9 -10 11 -12 12 -14 -15 15 18 -18 -19 -20
leaf_value=0.0013529632524192333 0.0018595770302784723 -8.3656247343318299e-05 0.00041125554200647818 0.0011851682511729415 0.0013914972323246747 0.0010288655158119885 0.0014192343943900327 0.0013692142942597148 0.002525863209918914 0.001614830162605358 0.00096428912389003442 0.0020675235640337376 0.002569080149114607 0.0022038798326906059 0.0024454236951453822 0.0015619309049133025 0.0018421817383052869 0.0020037706799049949 0.0018033330961733387
leaf_weight=55 76 66 72 63 90 65 53 55 62 88 87 708 52 66 52 142 341 122 64
leaf_count=55 76 66 72 63 90 65 53 55 62 88 87 708 52 66 52 142 341 122 64
internal_value=0 0.000930164 0.00065473 0.00190427 0.00192816 0.00147687 0.0019549 0.000882621 0.00203786 0.00200831 0.00071408 0.00204543 0.00210189 0.00182926 0.00179128 0.00182414 0.00192209 0.00184095 0.0016371
internal_weight=0 421 280 1958 1895 141 1805 214 1087 1025 159 970 760 718 652 599 393 210 206
internal_count=2379 421 280 1958 1895 141 1805 214 1087 1025 159 970 760 718 652 599 393 210 206
is_linear=0
shrinkage=0.0032998


Tree=3564
num_leaves=27
num_cat=0
split_feature=1 3 10 4 1 150 2 2 4 1212 0 4 13 133 1 3 3 1 484 484 2 484 474 4 403 3
split_gain=19.7399 3.49087 2.8389 2.28439 2.23195 3.10055 1.80673 1.33703 1.3009 0.905826 0.714512 0.70883 1.09506 0.622785 0.582762 0.567428 0.592365 0.548979 0.426354 0.445574 0.55125 0.444996 0.401241 0.318266 0.284556 0.256834
threshold=0.10932500000000002 -0.052614999999999995 -1.0000000180025095e-35 0.24099500000000004 0.089625000000000024 1.0000000180025095e-35 0.091335000000000013 0.11366500000000002 -0.082249999999999976 0.088215000000000016 -0.050379999999999994 -0.033449999999999987 -1.0000000180025095e-35 -0.011334999999999998 0.07635500000000002 0.085315000000000016 0.30835000000000007 0.091960000000000014 0.091180000000000011 0.085690000000000002 0.089885000000000007 -1.0000000180025095e-35 0.083260000000000015 -0.086734999999999993 -0.074254999999999988 -0.07385499999999999
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=4 3 -3 -2 7 11 -7 8 9 13 -9 17 -13 24 23 -4 -17 -6 19 20 22 -22 -10 -15 -1 -19
right_child=1 2 15 -5 5 6 -8 10 18 -11 -12 12 -14 14 -16 16 -18 25 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0019766250034660244 0.0016661898169225353 5.2240250945688323e-05 0.00061004519748127399 0.00081982936629650355 0.0014255749348357476 0.001390441490482928 0.00053135977218339732 0.0016019565892263928 0.0017132684925860752 0.0015399012256591123 0.0010849214223358199 0.0011686292788606434 0.0017812351753454254 0.0018263816539090629 0.002317758221943599 0.0011866770824585553 0.00074878590729330545 0.0017147994523043111 0.0019030393001307328 0.0013553600493011111 0.0018090340420805521 0.0015294944852430326 0.0019982169448510534 0.0021590998048720521 0.0016569788590007392 0.0019960409635549369
leaf_weight=53 78 66 78 63 53 53 54 68 372 65 52 81 53 87 74 67 69 102 85 52 79 322 65 52 78 58
leaf_count=53 78 66 78 63 53 53 54 68 372 65 52 81 53 87 74 67 69 102 85 52 79 322 65 52 78 58
internal_value=0 0.000864592 0.00065111 0.00128828 0.0016524 0.00144911 0.000957216 0.00171373 0.0017428 0.00189965 0.0013782 0.00160069 0.00141119 0.00196753 0.00207865 0.000835643 0.000964771 0.00171975 0.00167697 0.00165534 0.00167391 0.00158465 0.00175573 0.00195111 0.00178657 0.00181697
internal_weight=0 421 280 141 1958 454 107 1504 1384 409 120 347 134 344 213 214 136 213 975 890 838 401 437 139 131 160
internal_count=2379 421 280 141 1958 454 107 1504 1384 409 120 347 134 344 213 214 136 213 975 890 838 401 437 139 131 160
is_linear=0
shrinkage=0.0032998


Tree=3565
num_leaves=20
num_cat=0
split_feature=15 15 15 402 2 52 52 3 47 1429 3 2 3 15 15 3 2 2 2
split_gain=1.79581 1.03295 0.48846 0.427036 0.350775 0.586934 0.541739 0.573757 0.447381 0.38607 0.51039 0.762398 0.375477 0.352689 0.216729 0.349175 0.215557 0.198653 0.133639
threshold=-0.2987999999999999 -0.45726999999999995 0.14854500000000001 0.12389500000000002 0.098215000000000011 -0.21347499999999997 -0.082354999999999984 -0.11255999999999998 0.089640000000000011 0.057970000000000008 -0.091164999999999982 0.10887500000000001 -0.038414999999999998 -1.0000000180025095e-35 -0.026169999999999995 0.097710000000000005 0.11197500000000002 0.11342000000000001 0.086965000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 5 8 13 -8 -2 10 11 -6 -9 18 15 -12 -16 -1 -7
right_child=2 -3 -4 -5 9 6 7 12 -10 -11 14 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=-0.0021355184289162197 0.033621599983513557 -0.021842828799185338 -0.0016683334529202329 -1.8354085532889749e-05 -0.014803364579419775 0.0064393276956429086 0.028848805555161679 0.013690435016352455 0.013731107316348962 0.023970236994647186 0.010958929906183391 0.012497952485200997 0.023490767276989406 -0.0038088024598952248 0.013283200697389648 0.024690105404660927 -0.0017991982512960344 0.01222381604447424 0.016856886346955497
leaf_weight=52 85 62 59 61 56 77 90 952 52 55 197 60 126 64 53 72 54 57 65
leaf_count=52 85 62 59 61 56 77 90 952 52 55 197 60 126 64 53 72 54 57 65
internal_value=0 -0.00449441 0.0134082 0.0138288 0.0142401 0.0155646 0.0145143 0.0159188 0.026085 0.0105782 0.00907751 -0.000666506 0.0148376 0.00654254 0.0120884 0.0146409 0.00565473 0.00535701 0.0112206
internal_weight=0 171 2178 2119 2058 1511 1374 1168 137 547 492 116 1078 206 376 269 107 109 142
internal_count=2349 171 2178 2119 2058 1511 1374 1168 137 547 492 116 1078 206 376 269 107 109 142
is_linear=0
shrinkage=0.16829


Tree=3566
num_leaves=22
num_cat=0
split_feature=3 3 43 12 43 11 11 12 3 3 0 12 52 13 156 3 3 16 0 43 1454
split_gain=13.2786 7.41953 6.22528 2.83515 2.0054 1.7284 2.56644 1.67947 1.34209 1.30496 2.16873 1.02417 0.814229 0.649082 0.501473 0.494319 0.424204 0.329607 0.420465 0.291258 0.283657
threshold=-0.063814999999999997 0.31370500000000007 -0.035884999999999993 0.023990000000000004 -0.22778999999999996 0.085155000000000022 1.0000000180025095e-35 -0.08780499999999998 0.10323000000000002 0.077930000000000013 -0.077639999999999987 0.091255000000000017 -0.23742499999999997 -0.091914999999999983 0.088610000000000008 0.12991000000000003 -0.07964499999999998 -0.082739999999999994 -0.080514999999999989 -0.038674999999999994 0.077440000000000023
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 4 -1 -2 6 11 -6 9 10 -4 13 -7 -5 17 -10 20 19 -19 -13 -15
right_child=1 -3 8 5 7 12 -8 -9 15 -11 -12 14 -14 16 -16 -17 -18 18 -20 -21 -22
leaf_value=0.001047073344238659 0.0015159775048446079 0.00025815726829105698 0.001899479992178205 0.0016377095535744031 0.0011066653474480043 0.0016866076287984908 0.0024999584331877192 0.00047682333805717668 0.0011735604585591491 0.0020632601748481437 0.0010380298566170911 0.0014356499461972501 0.0011147704656704973 0.0019702577379681284 0.0014080132759164805 0.0015853552673178192 0.0016742772398046688 0.0015674593339464846 0.0018404509265652522 0.0017614847606688992 0.0017218109367688513
leaf_weight=54 53 74 83 99 91 58 63 94 70 103 52 65 52 629 55 60 69 78 331 59 57
leaf_count=54 53 74 83 99 91 58 63 94 70 103 52 65 52 629 55 60 69 78 331 59 57
internal_value=0 0.00124512 0.00136558 0.00179238 0.00094935 0.00181728 0.00184654 0.000786828 0.00163468 0.00178244 0.00156792 0.00181797 0.0014166 0.00189133 0.00171136 0.00136389 0.00192454 0.00174259 0.00178848 0.00159097 0.00194967
internal_weight=0 680 606 1669 238 1615 1505 185 368 238 135 1442 110 854 588 130 755 533 409 124 686
internal_count=2349 680 606 1669 238 1615 1505 185 368 238 135 1442 110 854 588 130 755 533 409 124 686
is_linear=0
shrinkage=0.0032998


Tree=3567
num_leaves=21
num_cat=0
split_feature=15 12 12 150 0 12 16 0 457 11 0 11 16 0 0 42 42 159 0 1213
split_gain=35.0751 8.42084 5.70981 2.83179 2.44279 1.67259 1.48931 1.86682 1.41068 1.09108 1.12469 0.853597 0.752395 0.594727 0.796119 0.462062 0.411856 0.37348 0.681214 0.380053
threshold=-0.2987999999999999 0.077755000000000005 0.13969000000000004 1.0000000180025095e-35 -0.065794999999999979 0.093670000000000017 0.11021500000000002 -0.075969999999999996 0.084040000000000017 0.082245000000000013 -0.094514999999999988 1.0000000180025095e-35 0.19578000000000004 -0.13010499999999997 -0.22022999999999995 0.11457500000000002 0.094305000000000014 0.087410000000000015 -0.10075499999999998 -0.112105
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 6 -1 11 7 13 -5 10 -7 17 15 14 -2 -12 -14 18 -3 -20
right_child=1 2 -4 8 -6 9 -8 -9 -10 -11 12 -13 16 -15 -16 -17 -18 -19 19 -21
leaf_value=0.0016625257913800097 0.0028522311086026032 0.0027164840477367147 0.0018919574088719672 0.0017787583878741554 0.00086744302399683715 0.0023519624048623112 0.0030264070600758033 0.0020615238737710399 0.0024241207438570811 0.003257534124108221 0.0030194877750698754 0.0034090897206145413 0.0024431009212877645 0.0029690412249542626 0.0022892586597752901 0.0027024170283304538 0.0028438510989857286 0.0028464862224265052 0.0028336861523173946 0.003112686438349185
leaf_weight=95 53 57 52 76 76 56 84 71 73 64 223 80 63 60 59 68 54 93 60 832
leaf_count=95 53 57 52 76 76 56 84 71 73 64 223 80 63 60 59 68 54 93 60 832
internal_value=0 0.00286179 0.0029704 0.00247336 0.00130936 0.00300437 0.00264558 0.00251379 0.00209518 0.00285031 0.00279406 0.00307683 0.00285465 0.00270028 0.00255598 0.00294552 0.00262836 0.00305129 0.00307132 0.00309396
internal_weight=0 2178 1702 476 171 1650 327 243 149 528 464 1122 408 172 112 291 117 1042 949 892
internal_count=2349 2178 1702 476 171 1650 327 243 149 528 464 1122 408 172 112 291 117 1042 949 892
is_linear=0
shrinkage=0.0032998


Tree=3568
num_leaves=23
num_cat=0
split_feature=1 12 1 15 2 40 13 2 51 16 12 1419 159 42 12 2 1213 1 42 48 1 133
split_gain=29.2956 5.87413 4.07215 3.4565 2.36139 1.94734 1.22775 1.13611 1.1845 1.0288 0.89678 1.04521 0.760562 0.723344 0.681053 0.596902 0.552917 0.731843 0.573814 0.413543 0.394737 0.264105
threshold=0.11695500000000002 0.054520000000000006 0.088595000000000021 -0.26826999999999995 0.12131500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088210000000000025 0.077225000000000016 -0.082084999999999991 0.11685000000000002 1.0000000180025095e-35 0.087410000000000015 0.097785000000000025 0.085945000000000008 0.11342000000000001 -0.086554999999999979 0.086050000000000015 0.092475000000000016 0.087215000000000015 1.0000000180025095e-35 0.015045000000000001
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 2 20 5 -5 -2 19 8 12 -8 11 13 16 14 -9 -16 -3 21 -19 -4 -1 -18
right_child=3 7 6 4 -6 -7 9 10 -10 -11 -12 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23
leaf_value=0.0018127963488165724 0.00080276864776893748 0.0018400439345013008 0.0012336529391000755 0.0015477480215739757 0.00072134426465543001 -1.601060620628891e-05 0.0011957875184140645 0.0014967279363818323 0.0024520201443961891 0.0017549704620189288 0.0015297033185952349 0.0023875666917259619 0.0017041384579802282 0.0021677006306414751 0.0019367034348423777 0.001598120389739027 0.0022878099634951574 0.0020738469887715948 0.0017374328097243563 0.00083237478562260005 0.0021462704032817422 0.0021077697760490941
leaf_weight=84 59 103 60 70 82 68 66 54 83 80 66 52 70 94 424 67 188 181 82 54 76 186
leaf_count=84 59 103 60 70 82 68 66 54 83 80 66 52 70 94 424 67 188 181 82 54 76 186
internal_value=0 0.00190559 0.0015568 0.000766317 0.00110216 0.00036409 0.00130151 0.00199435 0.0020745 0.00150243 0.00189975 0.00193505 0.00203578 0.00189817 0.00185161 0.00189057 0.0020671 0.00210376 0.00196909 0.00104388 0.00197142 0.00219837
internal_weight=0 2070 420 279 152 127 260 1650 893 146 757 691 810 639 545 491 740 637 263 114 160 374
internal_count=2349 2070 420 279 152 127 260 1650 893 146 757 691 810 639 545 491 740 637 263 114 160 374
is_linear=0
shrinkage=0.0032998


Tree=3569
num_leaves=24
num_cat=0
split_feature=1 1 47 12 1 147 12 13 52 52 1 13 42 12 1 1 12 12 1 52 42 13 51
split_gain=31.6556 4.41551 3.83481 3.60041 2.45716 1.2415 1.20589 1.00393 0.644389 0.940559 1.19862 0.753489 1.2473 0.707788 0.535402 1.1351 0.730944 0.439374 0.364922 0.322997 0.251317 0.219081 0.140206
threshold=0.11695500000000002 0.10141500000000002 0.085505000000000012 0.089605000000000018 0.13730000000000001 0.087210000000000024 0.11685000000000002 -1.0000000180025095e-35 -0.048309999999999992 -0.11044 0.080270000000000022 -0.010284999999999997 -0.038454999999999996 0.086850000000000024 0.087840000000000015 1.0000000180025095e-35 0.089150000000000021 0.094225000000000017 1.0000000180025095e-35 -0.11183499999999999 0.093655000000000002 -0.081629999999999994 -0.14025999999999997
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=1 5 4 7 20 6 8 -3 9 13 -11 14 17 21 15 -10 -16 -13 -14 -5 -2 -1 -15
right_child=2 3 -4 19 -6 -7 -8 -9 11 10 -12 12 18 22 16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00205836992118561 0.00066012804051222775 0.0010225781451053894 0.001325498780367438 0.0021993307701871478 7.2743399690472388e-05 0.001491339184394759 0.0015542817029242421 0.0015121561533756489 0.001994528532001663 0.0019465086021347431 0.0013473968547386861 0.00212674928898492 0.0022399226158006866 0.0017289684546365684 0.0015074865566069608 0.0024472165685011254 0.0019715044737153762 0.0018246479488312135 0.0025679938249212816 0.0018309241428635531 0.00098344612211792473 0.00235089842376202 0.0019467381008565353
leaf_weight=57 55 94 84 56 88 55 65 90 594 86 64 158 76 55 53 68 129 82 78 52 52 62 96
leaf_count=57 55 94 84 56 88 55 65 90 594 86 64 158 76 55 53 68 129 82 78 52 52 62 96
internal_value=0 0.00192008 0.000735825 0.00154347 0.000481631 0.00198191 0.00199755 0.00126224 0.00201491 0.00190208 0.00169112 0.00205316 0.00217333 0.00201914 0.00199702 0.00204108 0.00183657 0.00202368 0.00240632 0.00202228 0.000817584 0.00221108 0.00186765
internal_weight=0 2070 279 292 195 1778 1723 184 1658 420 150 1238 394 270 844 662 182 240 154 108 107 119 151
internal_count=2349 2070 279 292 195 1778 1723 184 1658 420 150 1238 394 270 844 662 182 240 154 108 107 119 151
is_linear=0
shrinkage=0.0032998


Tree=3570
num_leaves=27
num_cat=0
split_feature=1 52 1 123 52 157 0 0 1 1 0 0 0 1 0 13 1212 1447 13 13 15 0 15 0 0 13
split_gain=26.3036 7.40597 5.44209 2.42788 1.54571 1.18229 1.05646 1.17952 2.21491 0.984017 1.52197 1.56989 0.786206 0.736974 0.66679 0.504171 0.415503 0.351829 0.257586 0.674279 0.235369 0.219034 0.576214 0.211112 0.144759 0.121694
threshold=0.10538500000000002 -0.29521499999999995 0.14741000000000001 1.0000000180025095e-35 0.12469000000000001 -0.082189999999999999 -0.066849999999999979 -0.094514999999999988 0.084525000000000003 0.12719000000000003 -0.12608499999999997 -0.069389999999999993 -0.14012999999999998 0.082615000000000008 0.040035000000000008 -0.08533499999999998 0.087210000000000024 -0.037349999999999994 -0.084704999999999989 -0.021674999999999996 0.087010000000000018 -0.086284999999999987 -0.013969999999999998 -0.054419999999999989 -0.071844999999999978 -0.029529999999999997
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=3 -2 4 5 9 18 7 8 12 10 -3 -12 -7 14 23 21 17 -17 -1 -20 -18 22 -9 -8 -11 -14
right_child=1 2 -4 -5 -6 6 13 15 -10 24 11 -13 25 -15 -16 16 20 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0024717313668984387 0.0023171715588786255 0.00088321858051466234 3.9807768313867904e-05 0.0014452375884692551 0.001646979980530769 0.002401273658874345 0.0017217383285739328 0.002103076900919433 0.0014576983276445383 0.00069663950852082905 0.0018719978439071328 0.0011071437094170556 0.0020205429822007888 0.0021045677523514003 0.0014372073345394855 0.0023734603773043852 0.0020840130728741885 0.0020852160352347457 0.0019378034431696038 0.0024697034384771983 0.0018029159873128758 0.0021202335010412467 0.0025362243778155862 0.0020018388410027593 0.00094053026724610163 0.0018149790693825498
leaf_weight=68 54 93 54 76 60 57 64 64 95 57 53 66 88 76 63 52 55 607 53 53 90 91 74 60 53 57
leaf_count=68 54 93 54 76 60 57 64 64 95 57 53 66 88 76 63 52 55 607 53 53 90 91 74 60 53 57
internal_value=0 0.00116393 0.00102102 0.00202431 0.00115963 0.0020492 0.00202081 0.00205881 0.00187448 0.00106871 0.00120046 0.00144809 0.00207032 0.00182851 0.00171613 0.00211177 0.00207231 0.00210801 0.00230889 0.00220409 0.00190978 0.00225017 0.0023356 0.00185756 0.000814471 0.00193998
internal_weight=0 490 436 1843 382 1767 1593 1330 297 322 212 119 202 263 187 1033 804 659 174 106 145 229 138 124 110 145
internal_count=2333 490 436 1843 382 1767 1593 1330 297 322 212 119 202 263 187 1033 804 659 174 106 145 229 138 124 110 145
is_linear=0
shrinkage=0.0032998


Tree=3571
num_leaves=25
num_cat=0
split_feature=3 52 12 41 16 13 2 16 15 52 3 52 43 15 12 52 16 12 160 15 43 2 48 13
split_gain=2.21538 0.719855 1.02253 0.983237 0.932727 0.857945 0.848245 0.530184 0.516415 0.694609 0.801588 0.531847 0.502512 0.48673 0.4725 0.436342 0.419419 0.592205 0.406153 0.397796 0.3824 0.297822 0.293493 0.234732
threshold=0.31370500000000007 -0.088584999999999983 -1.0000000180025095e-35 0.077565000000000009 -0.090639999999999984 -0.0090849999999999976 0.10444500000000002 -0.0037949999999999993 -0.089104999999999976 0.0033500000000000005 -0.055839999999999994 0.0043000000000000009 0.055170000000000004 -0.14798499999999998 0.08401500000000002 -0.42890999999999996 0.26753000000000005 0.090715000000000018 0.061600000000000009 -0.013969999999999998 -0.0068249999999999986 0.10672500000000001 0.085775000000000004 -0.0065999999999999991
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 7 4 8 6 -6 -3 -1 11 14 12 13 -11 -4 -10 16 -9 -18 23 -16 -13 -19 -15 -17
right_child=-2 2 3 -5 5 -7 -8 15 9 10 -12 20 -14 22 19 18 17 21 -20 -21 -22 -23 -24 -25
leaf_value=0.035725429546316592 -0.010510976318635597 0.03184601586903367 -0.006302411361938807 -0.00089846853315606295 0.0094843558674721495 -0.02092830234934661 0.0015552104201758136 0.014394898720616308 0.035934347332977436 0.020815719072632743 -0.00086908684238066233 0.013342387094696222 0.0069195091046275487 0.0051906500019092347 0.032679658751223757 0.00076417252451288682 0.045539736444875134 0.032321567915467704 0.026219775963579901 0.019725315250017302 0.032582512138654568 0.01438842546579037 0.020279216632406078 0.015774925704650212
leaf_weight=86 80 52 53 75 52 53 53 62 97 533 64 68 86 76 88 52 52 54 61 292 52 52 71 69
leaf_count=86 80 52 53 75 52 53 53 62 97 533 64 68 86 76 88 52 52 54 61 292 52 52 71 69
internal_value=0 0.0179731 0.0163881 0.0178771 0.00535334 -0.00584969 0.0165735 0.0237022 0.0188298 0.0204835 0.017034 0.0128295 0.018888 0.00750143 0.0254189 0.0211256 0.0261796 0.0307925 0.0150066 0.02273 0.0216947 0.0235411 0.0124905 0.00933887
internal_weight=0 2253 1765 1555 210 105 105 488 1480 1160 683 320 619 200 477 402 220 158 182 380 120 106 147 121
internal_count=2333 2253 1765 1555 210 105 105 488 1480 1160 683 320 619 200 477 402 220 158 182 380 120 106 147 121
is_linear=0
shrinkage=0.16829


Tree=3572
num_leaves=23
num_cat=0
split_feature=1 1 4 2 16 13 49 475 4 43 13 2 4 16 12 402 16 159 483 12 13 475
split_gain=1.75218 0.503915 0.766504 0.892504 1.28237 1.04357 0.892753 0.65394 0.642335 0.535575 0.918951 0.596711 0.444594 0.382213 0.357282 0.370603 0.330136 0.278401 0.362724 0.267398 0.219552 0.299266
threshold=0.13712000000000005 0.080270000000000022 -0.16772499999999999 0.083365000000000009 -0.0070899999999999991 -0.077274999999999996 -0.0019649999999999997 -0.0029899999999999996 -0.5031049999999998 -0.094134999999999983 -0.0094049999999999984 -1.0000000180025095e-35 -0.15333499999999997 -0.082219999999999988 0.083785000000000012 0.12006000000000001 -0.027864999999999997 -0.085534999999999986 0.055770000000000007 0.093840000000000021 -0.086219999999999977 -0.084699999999999984
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 7 8 9 5 -5 -7 20 -3 -4 11 -11 -9 -2 16 17 -14 -16 -19 -13 -1 -22
right_child=13 2 3 4 -6 6 -8 12 -10 10 -12 19 14 -15 15 -17 -18 18 -20 -21 21 -23
leaf_value=0.035839580301239342 -0.014489141346010398 0.012225847451502484 0.030260226237293388 -0.0043249791947237324 -0.013975531116220083 0.0050631628853456678 0.030328644557101547 0.0030140929501773937 0.03733742900240529 0.033749381871296641 -0.0017559505116185477 0.017518996760308277 0.01646600423338648 0.0047477725674839833 0.023518102615424447 0.029232483732882949 0.033641563032578307 0.01477533963536422 0.0017804656426511755 0.005973183284406572 0.032688715628595183 0.015901617222948618
leaf_weight=54 65 57 58 93 86 77 82 72 59 52 93 189 64 53 91 53 64 697 67 82 52 73
leaf_count=54 65 57 58 93 86 77 82 72 59 52 93 189 64 53 91 53 64 697 67 82 52 73
internal_value=0 0.0152019 0.0122062 0.0103743 0.00376005 0.0098198 0.0181045 0.0173607 0.0250136 0.015087 0.0129672 0.0172119 0.015832 -0.00583361 0.0167211 0.0155425 0.0250678 0.0146917 0.0136381 0.0140321 0.0268132 0.0228994
internal_weight=0 2215 928 812 338 252 159 1287 116 474 416 323 1108 118 1036 908 128 855 764 271 179 125
internal_count=2333 2215 928 812 338 252 159 1287 116 474 416 323 1108 118 1036 908 128 855 764 271 179 125
is_linear=0
shrinkage=0.16829


Tree=3573
num_leaves=26
num_cat=0
split_feature=1 1 50 403 156 2 43 2 475 133 1 1 43 484 1 1455 2 43 481 403 2 43 160 50 50
split_gain=1.22677 0.406764 0.601883 1.3589 0.704342 0.605931 0.819627 0.912378 0.45223 0.420395 0.325527 0.846084 0.450787 0.322825 0.32259 0.276139 0.367805 0.546492 0.41051 0.353675 0.33372 0.267136 0.23817 0.16104 0.0740035
threshold=0.14262000000000002 0.080270000000000022 0.085685000000000011 -0.0064299999999999991 0.11182500000000002 0.089625000000000024 -0.072864999999999985 0.10222000000000002 -1.0000000180025095e-35 0.024130000000000002 0.099515000000000006 0.11869500000000001 -0.011154999999999998 0.085775000000000004 0.10024500000000001 0.089840000000000017 0.084895000000000012 -0.0038549999999999995 -0.065834999999999991 -0.085534999999999986 0.089735000000000023 -0.0070549999999999996 -0.010724999999999998 0.020130000000000006 0.096640000000000018
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=1 8 3 -3 5 10 -7 -8 13 14 12 -12 -5 23 24 16 17 19 -18 -10 22 -22 -20 -1 -4
right_child=-2 2 9 4 -6 6 7 -9 15 -11 11 -13 -14 -15 -16 -17 18 -19 20 -21 21 -23 -24 -25 -26
leaf_value=0.033835909514059494 -0.0089762597282013589 -0.018265932979371874 0.02121431366513267 0.00029480805257668408 0.025212485464395321 -0.011476350050288193 -0.010994826688137838 0.01467771777666611 0.024513284800000208 0.0066623515376238668 0.030175441247527759 0.0040643768720085415 0.018548133411522106 0.01308231280556387 0.032325786921685765 0.0016139796408182259 0.025829118881242636 0.035174638773518431 -0.0032439830805904711 0.0077007569613968324 0.01715063452545134 0.009081976124540439 0.0090536404517909189 0.020900870398627633 0.012572302816235283
leaf_weight=60 78 54 54 96 72 88 53 150 63 77 80 63 64 68 55 56 59 52 54 82 297 193 251 52 62
leaf_count=60 78 54 54 96 72 88 53 150 63 77 80 63 64 68 55 56 59 52 54 82 297 193 251 52 62
internal_value=0 0.0124779 0.00986589 0.00739864 0.00948225 0.00757252 0.00208048 0.00796618 0.0144412 0.0170216 0.0128411 0.0186845 0.00760737 0.0222788 0.0216758 0.0131651 0.0137789 0.0203476 0.0122615 0.0150179 0.0112524 0.0139762 0.00687047 0.0278464 0.0166108
internal_weight=0 2255 968 720 666 594 291 203 1287 248 303 143 160 180 171 1107 1051 197 854 145 795 490 305 112 116
internal_count=2333 2255 968 720 666 594 291 203 1287 248 303 143 160 180 171 1107 1051 197 854 145 795 490 305 112 116
is_linear=0
shrinkage=0.16829


Tree=3574
num_leaves=16
num_cat=0
split_feature=1 14 47 123 15 12 13 47 1 12 4 1 13 1429 123
split_gain=0.899657 0.88825 0.582838 1.21697 0.451681 0.427182 0.646726 0.413927 1.17346 0.731871 1.83892 0.520934 0.604575 0.464738 0.168422
threshold=0.11869500000000001 -0.10708499999999999 0.085505000000000012 0.085215000000000013 -0.42443999999999993 -0.085719999999999977 0.26171000000000005 0.085270000000000026 0.10797500000000002 0.023990000000000004 -0.15450999999999995 0.078015000000000015 -0.066659999999999983 0.084895000000000012 0.083945000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 14 7 8 9 10 -7 -9 -13 -11 -3
right_child=2 5 -4 -5 -6 6 -8 11 -10 13 -12 12 -14 -15 -16
leaf_value=0.032260195502086954 -0.0021522881997232683 0.0073761016776917121 0.013082626964716628 0.016219081518399826 -0.022385725960820828 0.024396121245688185 0.029146718860414523 0.014761863827547187 0.032644496372373197 0.010800965481932134 -0.012411406404998616 0.006904101683073852 -0.016592494449918074 0.022947679171264244 -0.0055422409619678165
leaf_weight=54 55 53 73 55 73 58 54 70 70 1320 114 71 55 96 62
leaf_count=54 55 53 73 55 73 58 54 70 70 1320 114 71 55 96 62
internal_value=0 0.010943 0.000362308 -0.0047021 -0.0137057 0.0103731 0.0109735 0.0104432 0.0113082 0.0103666 0 0.00311701 -0.00333809 0.0116257 0.000395808
internal_weight=0 2077 256 183 128 2023 1908 1854 1658 1588 172 196 126 1416 115
internal_count=2333 2077 256 183 128 2023 1908 1854 1658 1588 172 196 126 1416 115
is_linear=0
shrinkage=0.16829


Tree=3575
num_leaves=14
num_cat=0
split_feature=1420 3 0 12 1 1 3 16 1456 12 13 0 16
split_gain=0.590307 0.511058 1.57854 0.996091 0.836149 0.848682 0.642268 1.21795 0.550628 0.456275 0.325294 0.162879 0.142275
threshold=-0.069964999999999986 -0.22740999999999997 0.036480000000000005 -0.12529499999999996 0.14310500000000001 0.10574000000000001 -0.008649999999999998 -0.34140499999999996 -0.077349999999999988 0.090465000000000004 -0.085164999999999977 -0.096594999999999986 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 11 -8 10 -10 -5 -7 -4
right_child=1 2 12 4 -6 6 7 -9 9 -11 -12 -13 -14
leaf_value=0.023984092345525003 0.020797669807051316 0.03033185523477859 -0.018536088278882607 0.0090781271223675623 0.029032295693816115 -0.0011115966700304162 0.0090450360731443857 -0.021111688327482437 0.012172982513610136 0.0061171719371500202 -0.0074533019305756424 0.0098370451755156393 -0.0061345200748431448
leaf_weight=68 86 58 54 55 52 55 66 89 946 564 87 126 52
leaf_count=68 86 58 54 55 52 55 66 89 946 564 87 126 52
internal_value=0 0.00805857 0.00756068 0.00857353 0.00795403 0.00740178 -0.0003031 -0.00825917 0.00896997 0.00991227 -0.00103763 0.00650018 -0.0124692
internal_weight=0 2290 2204 2098 2040 1988 336 155 1652 1510 142 181 106
internal_count=2358 2290 2204 2098 2040 1988 336 155 1652 1510 142 181 106
is_linear=0
shrinkage=0.16829


Tree=3576
num_leaves=24
num_cat=0
split_feature=1 12 2 14 48 40 15 2 12 0 15 43 12 2 2 13 43 52 13 4 42 43 15
split_gain=25.0325 6.94411 4.85603 2.33326 1.69491 1.60306 1.96337 1.19668 1.0104 1.62249 1.58944 0.870998 0.992472 0.847867 0.734079 0.715265 0.537039 0.529982 0.708677 0.4564 0.614112 0.550863 0.366251
threshold=0.10141500000000002 -1.0000000180025095e-35 0.11693000000000002 0.076175000000000007 -0.023659999999999997 -0.061244999999999994 -0.40992999999999996 0.10457000000000001 0.090465000000000004 -0.11169999999999998 -0.097984999999999989 -0.080249999999999988 0.093595000000000025 -1.0000000180025095e-35 0.14307 0.0032950000000000006 -0.0070549999999999996 -0.14816999999999997 -1.0000000180025095e-35 -0.074219999999999994 0.11387000000000001 -0.072469999999999993 0.10440500000000001
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 5 7 4 -1 13 -7 16 9 10 -6 12 -10 -2 -4 17 -3 -11 -19 20 -13 -21 -23
right_child=1 2 14 -5 8 6 -8 -9 11 15 -12 19 -14 -15 -16 -17 -18 18 -20 21 -22 22 -24
leaf_value=0.0013236675449911598 0.00055159024286138044 0.0016597212630115564 0.0010355612216558761 0.0024443225989595513 0.0019223991340336732 0.00075784110392877909 -0.00013572466787181164 0.0013414875089683169 0.0012003112286064733 0.0017259938043455603 0.0011539571904236473 0.0021212672130867544 0.0017287682494085083 0.0011026190647629897 0.00053543265153227352 0.0016220776129212415 0.002091638698697898 0.0019731030334317516 0.002376292586658512 0.0019966914172354707 0.0016855551390005197 0.0015628305264181847 0.0018537953985256813
leaf_weight=75 55 81 82 66 58 53 54 93 65 87 60 92 98 69 53 70 53 686 52 65 59 163 69
leaf_count=75 55 81 82 66 58 53 54 93 65 87 60 92 98 69 53 70 53 686 52 65 59 163 69
internal_value=0 0.00105027 0.0013356 0.00183407 0.00181034 0.000602986 0.000306553 0.0016305 0.0018328 0.00189707 0.00153196 0.00172618 0.00151825 0.000858495 0.000839475 0.00194517 0.00183082 0.00197254 0.00200156 0.00180175 0.00195126 0.00172562 0.00164952
internal_weight=0 593 362 1765 1699 231 107 227 1624 1013 118 611 163 124 135 895 134 825 738 448 151 297 232
internal_count=2358 593 362 1765 1699 231 107 227 1624 1013 118 611 163 124 135 895 134 825 738 448 151 297 232
is_linear=0
shrinkage=0.0032998


Tree=3577
num_leaves=15
num_cat=0
split_feature=9 124 12 2 2 132 12 3 3 3 0 0 160 12
split_gain=0.503556 0.597067 0.558788 1.03748 0.741925 0.391915 0.464352 0.465739 0.452993 0.865855 0.639847 1.06062 0.461889 0.314423
threshold=-1.0000000180025095e-35 -0.087644999999999987 -0.086449999999999985 -1.0000000180025095e-35 0.11225500000000001 1.0000000180025095e-35 0.087045000000000025 -0.084524999999999975 -0.086524999999999977 -0.082254999999999981 0.10798500000000001 -0.066264999999999991 -0.077609999999999985 0.089605000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 8 -7 -8 10 13 11 -5 -11 -10
right_child=1 2 3 5 -6 6 7 -9 9 12 -12 -13 -14 -15
leaf_value=-0.0054359841535174397 0.026417167857956402 -0.015231467951550734 0.031172941089606672 0.004035249312307517 0.011162169673215743 0.02627694640097638 0 0.018876123344563969 0.013995786154154064 0.01311344602277045 0.018719891588896184 -0.021276091894665807 0.0047472753780484775 0.026650811674417303
leaf_weight=73 53 64 58 406 57 71 72 76 230 249 67 53 755 74
leaf_count=73 53 64 58 406 57 71 72 76 230 249 67 53 755 74
internal_value=0 0.00874787 0.0083275 0.0089652 -0.00278325 0.00833693 0.0150739 0.00968735 0.00753148 0.0092095 0.00335534 0.00110867 0.00682394 0.0170822
internal_weight=0 2285 2232 2111 121 2053 219 148 1834 1308 526 459 1004 304
internal_count=2358 2285 2232 2111 121 2053 219 148 1834 1308 526 459 1004 304
is_linear=0
shrinkage=0.16829


Tree=3578
num_leaves=27
num_cat=0
split_feature=12 2 4 2 16 2 41 0 16 2 12 43 12 2 2 0 16 39 156 12 16 12 12 4 403 52
split_gain=21.7496 7.98336 4.43362 2.82709 2.0285 1.73391 1.52525 1.3681 1.28831 1.20088 1.12821 0.71817 0.892922 0.708411 0.81579 0.715996 0.687936 0.581086 0.465048 0.440636 0.592884 0.522698 0.433575 0.306772 0.627396 0.258289
threshold=0.054520000000000006 0.13538500000000001 0.41379000000000005 0.10859000000000001 0.15737500000000001 0.079570000000000016 0.079395000000000007 -0.065794999999999979 -0.075199999999999975 0.098215000000000011 0.090465000000000004 -0.082094999999999987 0.093595000000000025 0.088820000000000024 0.092925000000000021 -0.096594999999999986 -0.070454999999999976 0.086670000000000011 0.096630000000000008 0.09334000000000002 -0.078844999999999985 0.11512500000000002 0.087185000000000012 -0.085574999999999984 -0.023209999999999998 0.085020000000000012
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 6 3 4 5 -1 10 17 -5 -7 13 12 -12 15 22 -2 -14 -4 19 20 -13 -21 -15 25 -25 -17
right_child=1 -3 7 8 -6 9 -8 -9 -10 -11 11 18 16 14 -16 23 -18 -19 -20 21 -22 -23 -24 24 -26 -27
leaf_value=0.00090944975744983528 0.0023523172274015664 0.00062828596548226436 0.0010406191916092825 0.0012618180508326307 0.0019722093150133079 0.0017327390514820912 0.0013169656168458322 0.00019935213651017184 0.00064767205253158028 0.0011645761674131045 0.0012622568818784932 0.0017944519410469548 0.0014995749728379726 0.0014306450170035315 0.0020707291805298405 0.0022833103885263237 0.0020234312806509469 0.00057203962907847376 0.0015667520905671833 0.0017466064182345262 0.0022436492094812079 0.0020844736414076404 0.0018092547082957328 0.0017466071631629437 0.0020072795616042035 0.0019532567022612938
leaf_weight=82 58 61 66 62 62 98 58 54 94 70 62 63 56 66 68 57 55 52 68 310 68 61 69 147 339 52
leaf_count=82 58 61 66 62 62 98 58 54 94 70 62 63 56 66 68 57 55 52 68 310 68 61 69 147 339 52
internal_value=0 0.00180153 0.0010887 0.00125528 0.00143682 0.0013039 0.0018447 0.000635247 0.000891982 0.00149621 0.00186382 0.00176922 0.00158148 0.0019459 0.00177409 0.00199925 0.00175946 0.000834425 0.00182614 0.00186121 0.00202789 0.00180225 0.00162442 0.00196478 0.00192851 0.00212618
internal_weight=0 1718 640 468 312 250 1657 172 156 168 1599 743 173 856 203 653 111 118 570 502 131 371 135 595 486 109
internal_count=2358 1718 640 468 312 250 1657 172 156 168 1599 743 173 856 203 653 111 118 570 502 131 371 135 595 486 109
is_linear=0
shrinkage=0.0032998


Tree=3579
num_leaves=29
num_cat=0
split_feature=4 12 13 12 12 0 0 15 0 0 11 12 2 2 16 160 43 0 4 0 4 1209 0 4 12 155 2 13
split_gain=21.8236 9.14352 4.39179 3.34767 2.59748 2.40326 2.16966 2.60596 1.93617 1.66483 1.52722 1.41775 1.40945 1.22645 0.632194 0.845994 0.598252 0.562914 0.488097 0.518042 0.38423 0.357851 0.379006 0.332128 0.214563 0.209487 0.206789 0.144681
threshold=0.30163500000000004 0.054520000000000006 -0.00038499999999999998 0.090465000000000004 -0.095379999999999979 -0.10185499999999999 -0.10803999999999998 -0.41971499999999995 -0.22984499999999997 -0.029554999999999994 1.0000000180025095e-35 0.13071000000000002 0.10774000000000002 0.088820000000000024 0.0063750000000000013 -0.057984999999999988 -0.073209999999999983 -0.062694999999999987 -0.011154999999999998 -0.082039999999999988 -0.07878499999999998 0.082105000000000011 -0.095264999999999989 -0.085574999999999984 0.095815000000000011 0.10158500000000002 0.090790000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 8 27 -8 -4 -7 13 14 -6 21 18 -16 26 -17 19 -5 -21 22 -3 -24 -20 -19 -15 -2
right_child=6 3 5 11 12 9 7 -9 -10 -11 -12 -13 -14 16 15 17 -18 25 24 20 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.001721523734538182 0.0011035055001300722 0.0023977757223804467 0.0018618724821826886 0.002276725608159209 0.0011393317495662812 0.002470938574307207 0.00092950605263246487 3.7696362628674464e-05 0.00098731848770156993 0.0016967846794717018 0.002604745888568048 0.0012974645092381563 0.00048847347838067688 0.0018084601756807805 0.0013916218764030981 0.0016508514448782003 0.0015451373793067876 0.0018474688362535598 0.0019385811126431463 0.0017618440807159162 0.0020454541672699361 0.0024018663553462714 0.0022996594073799556 0.002064243972515283 0.0016796058386579465 0.0021457124900828885 0.0020845044408722654 0.0013551476408374579
leaf_weight=53 52 53 53 67 88 60 102 55 58 62 67 52 62 55 61 96 53 53 62 84 149 59 80 450 90 56 73 53
leaf_count=53 52 53 53 67 88 60 102 55 58 62 67 52 62 55 61 96 53 53 62 84 149 59 80 450 90 56 73 53
internal_value=0 0.00187373 0.00144816 0.00198548 0.0010929 0.00175754 0.000863335 0.000617313 0.00140522 0.0020778 0.00212356 0.00182584 0.000870545 0.00208434 0.00186406 0.00173516 0.00184308 0.00183721 0.00193984 0.00201793 0.00194336 0.00215231 0.00212699 0.00209984 0.00178547 0.00200102 0.00196617 0.00123086
internal_weight=0 2096 436 1660 203 233 262 157 111 122 890 770 150 823 718 266 181 205 452 300 233 642 583 530 152 109 128 105
internal_count=2358 2096 436 1660 203 233 262 157 111 122 890 770 150 823 718 266 181 205 452 300 233 642 583 530 152 109 128 105
is_linear=0
shrinkage=0.0032998


Tree=3580
num_leaves=15
num_cat=0
split_feature=4 131 160 3 3 160 3 148 3 52 13 130 52 3
split_gain=0.970843 0.828936 0.762031 1.11277 1.06961 0.501966 0.843728 0.444409 0.410302 0.443767 0.645132 0.753238 0.393849 0.375679
threshold=0.24099500000000004 0.089255000000000015 -0.069009999999999988 -0.00094999999999999989 -0.10468499999999999 -0.54638999999999993 -0.13392999999999997 -0.080384999999999984 -0.107915 0.51524500000000006 -0.0059899999999999997 0.09567500000000001 -0.015319999999999999 -0.023394999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 12 -8 -9 10 13 -12 -7 -10
right_child=1 -3 3 -5 -6 6 7 8 9 -11 11 -13 -14 -15
leaf_value=-0.0051736204006548924 0.013703718127237479 0.01986302112893204 -0.013367879599004963 -0.021093883722290513 0.019538087924643295 0.015820087136045765 -0.0042270061803809812 -0.0034405130871151667 0.010972503252072613 -0.0035515026012799072 0.020255208494072429 0.0020771569489700576 0.032741975384270795 0.0025547852392879566
leaf_weight=53 61 55 54 95 58 91 57 55 1046 55 381 78 69 176
leaf_count=53 61 55 54 95 58 91 57 55 1046 55 381 78 69 176
internal_value=0 0.00103968 -0.00281661 -0.0076936 0.00365667 0.010969 0.0113959 0.0103791 0.010845 0.0112986 0.0117856 0.01717 0.0231289 0.0097616
internal_weight=0 323 268 207 112 2061 2008 1848 1791 1736 1681 459 160 1222
internal_count=2384 323 268 207 112 2061 2008 1848 1791 1736 1681 459 160 1222
is_linear=0
shrinkage=0.16829


Tree=3581
num_leaves=28
num_cat=0
split_feature=4 3 3 123 4 3 48 3 42 16 159 42 42 158 16 4 401 123 156 16 51 4 3 1213 130 16 16
split_gain=69.0603 35.5496 9.04918 4.1576 2.81035 2.02814 1.7725 1.12294 1.86349 1.06974 0.915984 0.907565 0.640565 0.617992 0.638377 0.608605 0.62152 0.575568 0.481708 0.439406 0.416037 0.778219 0.35524 0.324032 0.286112 0.0951968 0.0304115
threshold=0.30163500000000004 -0.058704999999999993 0.25468500000000005 1.0000000180025095e-35 0.024315000000000003 0.10812000000000001 0.088145000000000015 0.13772500000000001 0.08870500000000002 -0.0049999999999999984 0.0055900000000000004 0.095455000000000012 -0.038454999999999996 0.083705000000000016 -0.10654499999999999 -0.082869999999999985 0.083100000000000021 0.085575000000000012 0.087380000000000013 0.11346000000000002 -0.13217999999999999 -1.0000000180025095e-35 -0.087319999999999995 0.041405000000000004 -0.0070449999999999992 -0.088144999999999987 -0.50790499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 9 6 20 8 26 10 15 12 -11 14 -6 23 22 -5 19 -14 -3 -22 -17 24 -1 -18 -2
right_child=7 2 -4 17 13 -7 -8 -9 -10 11 -12 -13 18 -15 -16 16 25 -19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.002563858434260902 0.00085541225352969165 0.0023030398236008969 0.00018653524282929177 0.00079319642951278192 0.0021899690514909039 0.0012542397546701886 0.0013825658242221665 -1.1776959341749206e-05 0.00013323704663461032 0.0021469228785970713 0.0028969120003957626 0.0019927315403129161 0.0027500480607925552 0.0023535986394800819 0.0017397059250163897 0.0022384676587582759 0.0028256026978755412 0.0012760868923479211 0.0022743690429564384 0.0024272955759959232 0.0017208412163384468 0.0021825387893720572 0.002474634272178955 0.0024624427284540441 0.00283351080363884 0.0026103260797787748 0.00073560087195179331
leaf_weight=70 52 54 55 52 72 63 55 59 82 70 85 62 99 71 68 85 53 57 73 92 77 85 490 64 130 53 56
leaf_count=70 52 54 55 52 72 63 55 59 82 70 85 62 99 71 68 85 53 57 73 92 77 85 490 64 130 53 56
internal_value=0 0.00222183 0.00144966 0.00160641 0.00245672 0.00178917 0.0019134 0.000385305 0.000508795 0.00250944 0.00256588 0.00236255 0.00243109 0.00210025 0.00197152 0.00253606 0.00248319 0.00104604 0.00250631 0.00259477 0.0020484 0.00196331 0.00243978 0.00267232 0.00273931 0.0027183 0.000793614
internal_weight=0 2135 498 443 1637 334 271 249 190 1426 1030 396 334 211 140 945 681 109 264 191 216 162 575 264 200 106 108
internal_count=2384 2135 498 443 1637 334 271 249 190 1426 1030 396 334 211 140 945 681 109 264 191 216 162 575 264 200 106 108
is_linear=0
shrinkage=0.0032998


Tree=3582
num_leaves=12
num_cat=0
split_feature=10 4 48 151 39 16 43 4 1 2 2
split_gain=1.41311 0.926792 0.744165 0.629705 0.558269 0.508581 0.479974 0.612193 0.569771 0.246459 0.533238
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.13252500000000003 0.08357500000000001 0.10076500000000001 0.51763500000000018 -0.14044999999999999 -0.47860499999999995 0.12864500000000004 0.086285000000000014 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 -8 -9 -2 -11
right_child=2 -3 -4 -5 -6 -7 7 8 -10 10 -12
leaf_value=0.0065921030633070985 0.029192860498182094 -0.023347701297645448 -0.0090332471576923638 -0.0036970881068633765 -0.0028474772012304569 -0.00026997707098353743 0.029409626904894241 0.010583381114078879 0.026545954066465424 0.0049572372652215632 0.027928243573439676
leaf_weight=58 65 59 54 80 74 91 54 1668 66 59 56
leaf_count=58 65 59 54 80 74 91 54 1668 66 59 56
internal_value=0 -0.00849039 0.0104677 0.0109443 0.0114943 0.0120106 0.0125794 0.0117432 0.011192 0.0208755 0.0161587
internal_weight=0 117 2267 2213 2133 2059 1968 1788 1734 180 115
internal_count=2384 117 2267 2213 2133 2059 1968 1788 1734 180 115
is_linear=0
shrinkage=0.16829


Tree=3583
num_leaves=17
num_cat=0
split_feature=4 39 13 0 14 16 4 14 0 15 159 13 43 12 15 15
split_gain=37.1699 8.68845 5.95275 2.35544 2.23394 3.17731 2.16556 2.19882 3.60735 1.48841 0.946936 1.4883 0.522048 0.492987 0.449836 0.130398
threshold=0.30163500000000004 0.081875000000000017 -0.16392499999999996 -0.068669999999999995 -0.42214499999999994 -0.49181999999999998 0.024315000000000003 0.019675000000000002 -0.11208499999999998 -0.063199999999999992 -0.021869999999999997 -0.085164999999999977 0.0061450000000000003 0.090465000000000004 -0.18708499999999997 -0.089104999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 14 7 8 -4 13 11 -10 -12 -8 -6 -15
right_child=4 3 6 -5 5 -7 9 -9 10 -11 12 -13 -14 15 -16 -17
leaf_value=0.00085256429265193133 0.00091516312065304981 0.00129360206273711 0.001084098659840563 0.00051500710801637172 0.00065219303397655575 -0.00039986232879636157 0.0018644836605741144 0.0024779650514963458 0.0020576969807467038 0.001159434708524548 0.0018936297093033148 0.001480401815666336 0.0017168480686645519 0.0013972680140300075 0.00025146981857333985 0.0016372985682362509
leaf_weight=82 53 96 76 76 68 72 80 52 67 96 993 182 229 53 56 53
leaf_count=82 53 96 76 76 68 72 80 52 67 96 993 182 229 53 56 53
internal_value=0 0.00166137 0.00172371 0.000949777 0.000313977 0.000151231 0.00176166 0.00180879 0.00178627 0.00149433 0.00182253 0.00163588 0.00186053 0.001667 0.000471505 0.00151762
internal_weight=0 2135 1963 172 249 196 1881 1599 1547 282 1471 249 1222 186 124 106
internal_count=2384 2135 1963 172 249 196 1881 1599 1547 282 1471 249 1222 186 124 106
is_linear=0
shrinkage=0.0032998


Tree=3584
num_leaves=20
num_cat=0
split_feature=31 15 160 2 47 3 0 474 133 159 2 0 3 1210 2 12 15 2 403
split_gain=0.658675 0.619089 0.851112 0.643136 0.627361 0.790957 0.737739 0.603263 0.593719 0.418514 0.561853 0.495439 0.643096 0.495311 0.4491 0.371453 0.353973 0.352829 0.29315
threshold=-0.018414999999999997 -0.26826999999999995 -0.074049999999999991 0.096015000000000017 0.078345000000000012 0.12991000000000003 -0.14310999999999999 0.085295000000000024 0.085345000000000018 -0.021869999999999997 0.088710000000000011 -0.071519999999999986 -0.082709999999999992 -0.062079999999999989 0.085195000000000007 0.11721500000000001 -0.071614999999999984 0.10136500000000002 -0.082354999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 9 -9 10 16 13 -13 18 -15 17 -3 -8 -11
right_child=1 3 -4 4 -6 -7 15 8 -10 11 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0083524526229472127 0.014153248056161737 0.011674669334721624 -0.011116762789054857 -0.0088030840195828901 -0.0076830609833751576 0.026006518024095811 0.0023036288833487881 -0.0071365954875287126 0.015555122261104648 -0.0059493833848608358 0.020874088300605328 0.038099573819953464 0.014690180217549165 0.018551011717038796 0.010995388681600158 -0.0037222122913591043 -0.0054195776915110395 0.013590362486914134 0.011184596511996771
leaf_weight=60 64 54 92 83 84 61 110 85 53 56 54 55 85 419 480 61 94 277 57
leaf_count=60 64 54 92 83 84 61 110 85 53 56 54 55 85 419 480 61 94 277 57
internal_value=0 0.00949082 -0.000738062 0.0102277 0.00591634 0.00784901 0.00575974 0.0121799 0.00156532 0.0132604 0.00617917 0.0145005 0.0238996 0.0131984 0.0145189 0.00846177 0.000805374 0.0103869 0.00267752
internal_weight=0 2324 156 2168 676 592 531 1492 138 1354 202 1152 140 1012 899 448 148 387 113
internal_count=2384 2324 156 2168 676 592 531 1492 138 1354 202 1152 140 1012 899 448 148 387 113
is_linear=0
shrinkage=0.16829


Tree=3585
num_leaves=27
num_cat=0
split_feature=1 1 15 1 4 16 47 4 151 16 49 47 12 12 16 49 4 16 156 12 159 1446 15 1185 1 16
split_gain=37.6802 3.83994 3.72964 2.7932 4.16502 2.24924 1.80635 1.74575 1.61119 1.59752 1.38904 1.17908 1.05005 0.950071 0.847671 0.956486 0.663637 0.628842 0.875921 0.862278 0.847888 0.341719 0.260708 0.178644 0.160015 0.191473
threshold=0.109225 0.13052500000000003 0.03981500000000001 0.092655000000000015 -0.16772499999999999 0.12292000000000002 0.082095000000000015 -0.11205499999999999 -0.059889999999999992 0.064610000000000015 -0.036809999999999996 0.07813500000000001 -0.036614999999999988 0.10823500000000001 0.25155500000000003 0.092185000000000017 0.42098500000000005 -0.021919999999999999 0.087380000000000013 0.083795000000000022 0.065430000000000016 0.083715000000000026 -0.092534999999999992 0.086265000000000022 0.091145000000000018 -0.091029999999999986
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 5 3 9 -5 10 8 -4 -6 11 -2 17 -3 21 -11 -16 -12 19 20 -1 -19 23 -21 24 25 -9
right_child=1 12 7 4 6 -7 -8 13 -10 14 16 -13 -14 -15 15 -17 -18 18 -20 22 -22 -23 -24 -25 -26 -27
leaf_value=0.0011924965794280307 0.00024910647389800241 0.00044499429838005183 0.0023577600004180297 0.002049097255800826 0.0011213291185911177 0.0014559340167547155 0.0014674345096367405 0.0018851426712878242 0.00039339118417523478 0.0011268326613415795 0.0011080303948553635 0.0020577346016772652 -6.1269906750109932e-05 0.0013595056650622631 0.0018400306456802843 0.0013170709296389286 0.00063265119289938161 0.0021337130939550679 0.0015092168630693866 0.0014835432581069565 0.0016294085540587151 0.0020486165141252828 0.0017408199384740734 0.0019883615468633056 0.0019171740030855698 0.0017273948867941136
leaf_weight=58 56 99 65 55 76 53 67 113 59 79 65 100 81 52 69 87 64 93 82 68 61 69 130 54 90 414
leaf_count=58 56 99 65 55 76 53 67 113 59 79 65 100 81 52 69 87 64 93 82 68 61 69 130 54 90 414
internal_value=0 0.000580917 0.00167327 0.00154445 0.00124341 0.000856016 0.00102386 0.00183617 0.000803454 0.00163796 0.000683957 0.0017296 0.00021698 0.00179331 0.00140697 0.00154861 0.000872456 0.00166283 0.00178668 0.00154853 0.00193418 0.00182375 0.00165264 0.00180057 0.00178408 0.00176129
internal_weight=0 418 1941 1084 257 238 202 857 135 827 185 592 180 792 235 156 129 492 236 256 154 740 198 671 617 527
internal_count=2359 418 1941 1084 257 238 202 857 135 827 185 592 180 792 235 156 129 492 236 256 154 740 198 671 617 527
is_linear=0
shrinkage=0.0032998


Tree=3586
num_leaves=24
num_cat=0
split_feature=2 1 12 4 15 4 16 0 4 0 13 12 4 12 16 16 42 13 42 13 12 52 0
split_gain=1.00091 0.58393 0.645395 0.640252 0.582287 1.1295 0.670983 0.553482 0.758186 2.05115 0.54912 0.77419 0.502123 0.502007 0.432455 0.418728 0.403296 0.338016 0.382182 0.336278 0.287764 0.221511 0.203742
threshold=-0.10238999999999998 0.109225 -0.042789999999999988 -1.0000000180025095e-35 0.041820000000000003 -0.11205499999999999 -0.15796999999999997 -0.11208499999999998 -0.04800999999999999 0.047740000000000012 -0.07965499999999999 -1.0000000180025095e-35 0.26450500000000005 -0.077034999999999978 -0.070064999999999975 -0.007794999999999999 0.083985000000000018 -0.017484999999999997 0.083865000000000009 1.0000000180025095e-35 0.086275000000000004 -0.043914999999999989 -0.082709999999999992
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=-1 2 3 -2 6 -6 12 -8 9 -9 11 -3 -4 -12 17 22 -10 18 -7 21 -19 -15 -16
right_child=1 10 4 -5 5 14 7 8 16 -11 13 -13 -14 19 15 -17 -18 20 -20 -21 -22 -23 -24
leaf_value=-0.010893377547767329 0.035322903211443303 0.024737129779042112 0.031309589376359602 0.010072669995381662 0.036166329620417569 -0.0062709673282904371 -0.0070467488249120608 -0.029014347663628679 0.015504137246272835 0.011515780151924167 -0.015102031163315847 0.00036049001386190006 0.0090057602353253285 0.017251180740541279 0.032153317567919365 0.0096885368995811173 0.0066344978442675262 0.023920277944905897 0.0087838300445607712 -0.0056203618608142219 0.010732778783174012 0.0018899680077540284 0.019008822375309133
leaf_weight=65 62 72 56 53 60 63 81 55 247 99 54 76 59 52 53 102 355 60 196 70 220 55 94
leaf_count=65 62 72 56 53 60 63 81 55 247 99 54 76 59 52 53 102 355 60 196 70 220 55 94
internal_value=0 0.0102707 0.0114658 0.0237015 0.010683 0.0138929 0.00782198 0.00616279 0.00758047 -0.0029476 0.00422782 0.0122315 0.0198824 -0.000892332 0.0121946 0.0180031 0.0102767 0.00950795 0.00511492 0.00343268 0.0135651 0.00937202 0.0237602
internal_weight=0 2294 1915 115 1800 848 952 837 756 154 379 148 115 231 788 249 602 539 259 177 280 107 147
internal_count=2359 2294 1915 115 1800 848 952 837 756 154 379 148 115 231 788 249 602 539 259 177 280 107 147
is_linear=0
shrinkage=0.16829


Tree=3587
num_leaves=15
num_cat=0
split_feature=9 12 147 1 4 160 12 474 3 42 12 12 52 1
split_gain=1.12336 0.873364 0.556327 0.684388 0.605818 0.505537 0.827947 0.432715 0.435699 0.522103 0.486041 0.309354 0.386056 0.29581
threshold=0.088235000000000022 -0.14718499999999998 0.092070000000000013 0.12072500000000001 0.08734500000000002 -0.43697499999999995 0.087285000000000015 0.085020000000000012 -0.11128999999999999 0.065960000000000019 0.11844 0.083995000000000014 -0.088204999999999992 0.13840500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 9 -7 -10 -9 -13 -6
right_child=-2 2 -4 4 13 7 -8 11 10 -11 -12 12 -14 -15
leaf_value=0.030195846885759551 -0.015923688778192457 0.034387581306731155 0.024854187505005506 -0.017190268868210921 -0.0041278203261362299 0.010183148895647288 0.0070068440932904734 -0.0089514212473266914 0.0083135197212213241 0.028333763675647803 -0.0077893427855755407 -0.0050718338449608534 0.012868815513902782 0.013638269692529674
leaf_weight=52 54 55 55 55 54 142 73 66 1442 66 55 60 78 52
leaf_count=52 54 55 55 55 54 142 73 66 1442 66 55 60 78 52
internal_value=0 0.00862064 0.00812188 0.00770237 -0.00285203 0.00853745 0.018786 0.00784934 0.00872581 0.0159511 0.0077207 0.000515052 0.00505551 0.00457067
internal_weight=0 2305 2253 2198 161 2037 128 1909 1705 208 1497 204 138 106
internal_count=2359 2305 2253 2198 161 2037 128 1909 1705 208 1497 204 138 106
is_linear=0
shrinkage=0.16829


Tree=3588
num_leaves=27
num_cat=0
split_feature=15 3 3 376 150 16 48 13 15 3 13 12 51 0 13 0 15 16 15 12 403 49 133 16 403 160
split_gain=54.9353 30.8848 13.8204 7.3392 4.71023 3.73074 3.53374 2.61049 1.61613 3.94976 1.82774 2.39662 1.42012 1.22898 1.00028 0.986361 1.61064 0.925139 0.860618 0.573395 0.551383 0.544126 0.470195 0.263448 0.26258 0.244805
threshold=-0.25061999999999995 -0.06340999999999998 0.30112000000000005 0.081970000000000015 0.085825000000000012 -0.50884499999999988 0.092680000000000026 -1.0000000180025095e-35 0.03981500000000001 -0.12595999999999999 -0.077274999999999996 0.087215000000000015 -0.094344999999999984 -0.11169999999999998 0.0049200000000000008 0.04939000000000001 -0.047974999999999997 -0.040964999999999994 -0.45726999999999995 0.087045000000000025 -0.072134999999999991 -0.0066849999999999991 -0.062749999999999986 -0.023519999999999996 -0.10138499999999999 -0.020454999999999997
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=13 5 3 4 6 -2 7 17 10 -10 19 -12 -9 -1 20 16 -13 -3 -15 21 24 -7 -22 -21 -11 -23
right_child=1 2 -4 -5 -6 8 -8 12 9 14 11 15 -14 18 -16 -17 -18 -19 -20 23 22 25 -24 -25 -26 -27
leaf_value=0.00025818008615621682 0.0010085866623584093 0.0015673460058642803 -0.00055491826914943457 0.00020984295064556719 0.00063332866618256501 0.0018867788807162937 0.00074292302034387626 0.0023817624240816456 0.0028868514197497308 0.0020158604712116764 0.00098052254417700896 0.0017907144545974473 0.00171121858574674 -0.00011166585192620148 0.001640114131011577 0.002149715450678112 0.0011719549716094578 0.00096782732024759742 -0.0006310439996562771 0.0017057279419405542 0.0020384134038068363 0.0020848467995436114 0.0017869967636835178 0.0019581797216512665 0.0022197886718981967 0.0023894992879837703
leaf_weight=53 52 62 58 76 84 97 54 55 53 163 52 225 94 83 98 55 58 52 60 101 160 68 173 88 130 55
leaf_count=53 52 62 58 76 84 97 54 55 53 163 52 225 94 83 98 55 58 52 60 101 160 68 173 88 130 55
internal_value=0 0.00165359 0.000965627 0.00115059 0.0013288 0.00187965 0.00151297 0.00167095 0.00190837 0.00201591 0.00180375 0.00164157 0.00195897 -0.00017065 0.00195211 0.00174316 0.00166403 0.00129419 -0.000329833 0.00195831 0.00200089 0.002074 0.0019079 0.00182346 0.00210646 0.00222136
internal_weight=0 2163 535 477 401 1628 317 263 1576 777 799 390 149 196 724 338 283 114 143 409 626 220 333 189 293 123
internal_count=2359 2163 535 477 401 1628 317 263 1576 777 799 390 149 196 724 338 283 114 143 409 626 220 333 189 293 123
is_linear=0
shrinkage=0.0032998


Tree=3589
num_leaves=20
num_cat=0
split_feature=9 15 1 160 403 151 376 15 15 0 16 403 160 1 3 16 132 13 15
split_gain=0.849968 0.469296 0.709051 0.707688 0.50744 0.463046 0.43056 0.587523 0.587737 0.612138 0.427456 0.405342 0.366083 0.320441 0.214444 0.232766 0.254694 0.195147 0.192945
threshold=0.082870000000000013 0.0056700000000000006 0.096950000000000022 -0.072664999999999993 0.10014000000000002 -0.23765499999999998 0.084360000000000018 -0.45015499999999992 -0.11664999999999999 -0.10417499999999999 -0.4058199999999999 -0.012634999999999999 0.0065900000000000012 0.076010000000000008 -0.080634999999999984 -0.073494999999999991 -1.0000000180025095e-35 -0.026884999999999996 0.10247000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 18 5 -1 7 -7 10 -10 -9 14 13 17 15 16 -5 -13 -3
right_child=-2 2 -4 11 -6 6 -8 8 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.019748127375667789 -0.010435565612651639 0.029974948200426045 0.026103157525717013 0.015012858346896267 0.022281320624117053 -0.009652700227650737 0.017184240086255798 0.0016639084304462815 -0.0055249492343564808 0.0056352165376779414 0.019849048053886431 0.0095549123373403228 0.016215085491571395 -0.0081167985922150267 0.019727668586011316 0.019696961474693388 0.003393832354809155 -0.000626445997037893 0.015633713784593155
leaf_weight=64 70 52 84 82 55 80 78 53 170 765 120 111 56 75 77 54 155 102 56
leaf_count=64 70 52 84 82 55 80 78 53 170 765 120 111 56 75 77 54 155 102 56
internal_value=0 0.00837914 0.0113644 0.00985234 0.00642936 0.00577248 0.00506455 0.0042673 0.00527398 0.00360417 0.0142883 0.00792295 0.00376217 0.00133453 0.0118075 0.00970559 0.0074215 0.0046709 0.0225554
internal_weight=0 2289 904 820 1385 1330 1266 1188 1108 935 173 712 344 288 368 291 237 213 108
internal_count=2359 2289 904 820 1385 1330 1266 1188 1108 935 173 712 344 288 368 291 237 213 108
is_linear=0
shrinkage=0.16829


Tree=3590
num_leaves=32
num_cat=0
split_feature=1 2 2 376 2 52 16 1 0 0 48 16 1447 1 0 16 132 1 50 0 42 2 52 1 16 52 16 403 52 1 52
split_gain=28.5934 6.02871 3.53794 3.03232 2.20272 2.16663 2.02261 1.95817 3.44809 1.4754 1.08655 0.846123 0.816346 0.816156 0.465265 0.716627 0.444188 0.435963 0.596711 0.497852 0.407663 0.333801 0.310459 0.309761 0.291952 0.485413 0.608787 0.262994 0.17306 0.16749 0.162211
threshold=0.11156000000000001 0.14823500000000003 0.089885000000000007 0.080200000000000007 -0.0091949999999999983 0.5087600000000001 -0.034884999999999992 0.088595000000000021 -0.066659999999999983 0.048285000000000008 0.084260000000000015 -0.071359999999999993 -0.010529999999999999 0.12958500000000003 -0.088884999999999978 -0.012149999999999999 -1.0000000180025095e-35 0.082615000000000008 0.089465000000000017 -0.086409999999999987 0.079170000000000004 0.085955000000000018 -0.071919999999999984 0.090195000000000011 0.11021500000000002 -0.0086049999999999998 -0.0079449999999999989 -1.0000000180025095e-35 0.085235000000000019 0.082615000000000008 0.08901000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 -1 7 13 9 10 12 -9 17 -4 -2 15 -13 -14 19 -19 27 -18 -21 -8 -20 25 26 -16 -6 -29 -27 -23
right_child=1 -3 5 -5 11 -7 22 8 -10 -11 -12 14 16 -15 24 -17 20 18 23 21 -22 30 -24 -25 -26 29 -28 28 -30 -31 -32
leaf_value=0.0011061348481622025 0.00089958631571909894 -0.00024118632341591287 0.0019218892461253325 8.7907639417445502e-05 0.0021694008169033697 0.0020485430021584586 0.0014857776443200714 0.00038691696086008519 0.0016015319654078917 0.00094268877331744189 0.0010412768190320666 0.0011910415918148453 0.0017609718597452375 0.00039671421678014521 0.0014164876688160383 0.001673596786067201 0.0013252250423228906 0.0014788399549094874 0.001670139032024237 0.0016306984043011896 0.0015336933809177761 0.0020382586866544219 0.0011237897947745641 0.0020135960907232834 0.0015033886252081212 0.0020481522107526793 0.0018309913334843364 0.0017708549933125991 0.0020353516636177947 0.0018003513922287282 0.00177408077788047
leaf_weight=63 93 74 52 53 75 57 53 56 83 52 55 57 57 57 78 84 178 81 57 95 253 53 53 62 66 53 79 54 62 80 56
leaf_count=63 93 74 52 53 75 57 53 56 83 52 55 57 57 57 78 84 178 81 57 95 253 53 53 62 66 53 79 54 62 80 56
internal_value=0 0.000604434 0.00158884 0.000807059 0.00170762 0.00142605 0.000955809 0.00138086 0.00109245 0.00147532 0.000711467 0.00174229 0.00152654 0.00070873 0.00164109 0.00147877 0.00148434 0.00182676 0.00169949 0.00189112 0.00144768 0.00177629 0.00130512 0.00184938 0.00170528 0.0017511 0.00162528 0.00201358 0.00191253 0.00189936 0.00190286
internal_weight=0 383 1998 309 1155 843 256 786 194 592 111 1092 540 150 497 141 488 595 200 395 431 204 106 119 356 290 157 191 116 133 109
internal_count=2381 383 1998 309 1155 843 256 786 194 592 111 1092 540 150 497 141 488 595 200 395 431 204 106 119 356 290 157 191 116 133 109
is_linear=0
shrinkage=0.0032998


Tree=3591
num_leaves=18
num_cat=0
split_feature=11 400 15 3 15 43 1453 474 157 11 474 2 2 3 1213 1213 15
split_gain=0.686004 0.591943 0.539555 0.693821 0.647579 0.897574 0.581361 0.493048 0.551385 0.461542 0.385288 0.363524 0.358014 0.440681 0.268193 0.380078 0.385857
threshold=0.079915000000000014 1.0000000180025095e-35 0.083185000000000023 -0.14162499999999997 -0.008094999999999998 -0.0058249999999999994 -1.0000000180025095e-35 0.085070000000000021 -0.00052499999999999986 0.08776500000000001 0.091180000000000011 0.095935000000000006 0.11225500000000001 -0.071329999999999991 0.12389500000000002 0.065605000000000011 0.090125000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 8 -8 -2 -9 -7 13 14 15 16 -4
right_child=9 -3 12 4 5 11 7 10 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.014962949580361861 0.02873395475692006 0.022310968281572304 0.012435614535878768 0.020836318539356316 0.0079475969020827483 -0.02490751063640825 -0.0081934143693878272 0.024563172643901631 0.0044177535658887343 0.0096200233634598075 0.0065280901821696243 -0.0055941697754943176 -0.0038998910259928502 0.021460224371252737 0.018656986820671857 -0.0066680248847624723 0.0035528262791773161
leaf_weight=59 59 57 293 64 83 55 112 55 792 92 87 56 62 77 61 53 264
leaf_count=59 59 57 293 64 83 55 112 55 792 92 87 56 62 77 61 53 264
internal_value=0 0.00537278 0.00492765 0.00288136 0.00369011 -0.00527596 0.00525877 0.00430393 0.00285332 0.0171003 0.0135262 -0.01518 0.00836876 0.00938808 0.00800007 0.00693144 0.00822869
internal_weight=0 2230 2173 1363 1304 194 1110 1046 904 151 142 111 810 748 671 610 557
internal_count=2381 2230 2173 1363 1304 194 1110 1046 904 151 142 111 810 748 671 610 557
is_linear=0
shrinkage=0.16829


Tree=3592
num_leaves=18
num_cat=0
split_feature=97 9 400 15 15 0 0 1456 3 3 0 15 1456 3 0 133 3
split_gain=0.530046 0.381906 0.461054 0.417402 0.647574 2.39139 0.953194 0.530343 0.491411 0.824426 0.715016 0.520484 0.401667 0.291875 0.232691 0.0773127 0.0975956
threshold=-0.0047149999999999996 0.037245000000000007 0.083760000000000015 0.0056700000000000006 -0.008094999999999998 0.0060900000000000008 -0.026509999999999995 -0.086779999999999982 -0.079379999999999992 -0.081084999999999977 -0.072364999999999985 0.087450000000000014 -0.00059999999999999995 -0.24098999999999995 -0.08176499999999999 0.11224500000000003 -0.065259999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 9 10 11 -5 -9 -7 -10 16 -16
right_child=1 -3 -4 8 5 13 -8 12 14 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.011229814847850251 -0.0095887047889641561 0.01791179595506313 0.020329017023408932 0.010015832220635965 -0.027399988157513381 0.0010344760292842028 -0.017412411973393726 0.019571146806369632 0.020109526869550573 -0.013935655760864479 0.024684129746728314 -0.001062261716483755 0.0055699956350354681 0.018112288804313328 0.0028895872353234863 0.014053863456064356 0.012599314368285892
leaf_weight=55 62 68 55 252 85 55 54 62 94 60 57 229 936 59 67 78 53
leaf_count=55 62 68 55 252 85 55 54 62 94 60 57 229 936 59 67 78 53
internal_value=0 0.00547507 0.00509974 0.00471871 0.00280935 -0.00602957 0.00438991 0.00550229 0.00753353 0.00476554 0.00685451 0.00473791 0.00644161 0.00988875 0.0131961 0.00990485 0.00719302
internal_weight=0 2326 2258 2203 1313 199 1114 1060 890 598 538 481 998 114 292 198 120
internal_count=2381 2326 2258 2203 1313 199 1114 1060 890 598 538 481 998 114 292 198 120
is_linear=0
shrinkage=0.16829


Tree=3593
num_leaves=23
num_cat=0
split_feature=4 2 12 4 4 14 40 4 49 12 2 52 1447 11 133 42 4 49 156 2 12 52
split_gain=15.1661 10.167 2.90206 2.33832 2.04295 1.81841 2.2834 1.64226 1.33961 0.939104 0.752991 0.72505 0.688348 0.538515 0.667914 0.685241 0.420757 0.414283 0.527914 0.25553 0.225638 0.0595496
threshold=0.27161500000000005 0.14234000000000005 1.0000000180025095e-35 -0.38908499999999996 0.053255000000000004 -0.42495999999999995 -0.045684999999999996 0.053255000000000004 -0.07107999999999999 -0.042789999999999988 0.088930000000000023 -0.00094999999999999989 -0.085024999999999989 0.074925000000000005 0.022390000000000004 -0.0015249999999999999 0.50373500000000015 -0.016709999999999999 0.087205000000000019 0.090965000000000018 0.093535000000000021 -0.032354999999999988
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 2 3 -1 10 -2 -7 8 -5 -10 12 -6 -4 14 15 -12 -8 -14 -19 -16 -13 -11
right_child=5 -3 4 7 11 6 16 -9 9 21 13 20 17 -15 19 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0019042164110614664 0.0012842703474642983 0.00037591873964382811 0.0014600907085321156 0.0014583792107663892 0.0010486464579790497 5.5350307197630693e-05 0.00095064102865940103 0.0016708716104097741 0.0012726904451249039 0.0006559426369694536 0.0016152652053602556 0.0016176190650654774 0.002057716792533739 0.0018623873976191989 0.0014865038857145307 0.0012319100612356963 0.00059028443844558783 0.0018007524533156358 0.0014827866606750646 0.0017458094017786269 0.0013381944332536441 0.0008193024761311852
leaf_weight=68 52 75 73 75 60 61 93 70 55 52 106 71 63 82 56 100 58 746 63 188 61 53
leaf_count=68 52 75 73 75 60 61 93 70 55 52 106 71 63 82 56 100 58 746 63 188 61 53
internal_value=0 0.00156975 0.00161358 0.00134995 0.00167248 0.000730721 0.000594778 0.00122626 0.00109368 0.000922503 0.00171419 0.00135141 0.00177048 0.00161414 0.00156882 0.00142934 0.000812459 0.00179643 0.00177603 0.00168644 0.00148876 0.000738736
internal_weight=0 2117 2042 373 1669 264 212 305 235 160 1477 192 945 532 450 206 151 872 809 244 132 105
internal_count=2381 2117 2042 373 1669 264 212 305 235 160 1477 192 945 532 450 206 151 872 809 244 132 105
is_linear=0
shrinkage=0.0032998


Tree=3594
num_leaves=16
num_cat=0
split_feature=4 2 123 13 4 43 2 159 49 0 0 2 2 2 2
split_gain=20.5609 7.12454 4.00441 1.94966 1.65022 1.28574 1.22486 0.943303 0.768834 0.93155 0.639368 0.585228 0.53822 0.467927 0.0607687
threshold=0.27161500000000005 0.14271500000000001 1.0000000180025095e-35 -0.23438999999999996 0.0063250000000000008 -0.070049999999999987 0.081460000000000019 -1.0000000180025095e-35 -0.091004999999999989 -0.10891999999999999 -0.029554999999999994 0.11500500000000001 0.088300000000000003 0.097145000000000023 0.13574000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -2 -4 -6 -5 -10 -11 -7 -9 -14 -13
right_child=5 -3 6 4 7 11 -8 12 9 10 -12 14 13 -15 -16
leaf_value=0.0012674492483469315 0.00052956352753392403 0.00078844440162088121 0.00087139715767826887 0.0023337605648419526 0.0020201506721204071 0.0012556881357327395 0.0015683207784166614 0.0018079913785906288 0.0016270016754972513 0.0019818150713934832 0.0017354963164746865 0.00077254300824002834 0.0012461464776467887 0.0016150432974731713 0.0009391847244030069
leaf_weight=54 94 71 52 56 76 66 59 90 100 1260 129 52 58 112 52
leaf_count=54 94 71 52 56 76 66 59 90 100 1260 129 52 58 112 52
internal_value=0 0.00181692 0.00185259 0.00188759 0.00190538 0.000840038 0.00124215 0.00169499 0.00195111 0.00193669 0.00195896 0.0010115 0.00159981 0.00148939 0.000856203
internal_weight=0 2117 2046 1935 1881 264 111 336 1545 1489 1389 170 260 170 104
internal_count=2381 2117 2046 1935 1881 264 111 336 1545 1489 1389 170 260 170 104
is_linear=0
shrinkage=0.0032998


Tree=3595
num_leaves=15
num_cat=0
split_feature=1 1348 124 2 159 52 2 51 1 16 4 4 2 42
split_gain=1.61468 0.960573 0.678112 0.782322 0.637216 0.668426 0.949658 0.665698 0.816137 0.653643 0.83567 0.577355 0.438893 0.32775
threshold=0.15067500000000003 0.084895000000000012 -0.076164999999999983 -0.043079999999999993 -0.032739999999999991 0.117775 0.09796500000000001 0.10501000000000001 0.10335000000000001 -0.0090499999999999973 -0.066099999999999978 -0.0087849999999999977 0.087365000000000012 0.084675000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 9 7 -7 8 -6 12 -11 -1 -5 -14
right_child=-2 -3 3 4 5 6 -8 -9 -10 10 -12 -13 13 -15
leaf_value=0.011224250349088992 -0.021397608279356314 -0.014346603850250461 0.026998134153563346 0.0010152009628020152 0.0093760694905713881 -0.015179960510397808 0.012740129986299755 0.024300269361483093 -0.0016147899839246359 0.038885935907359691 0.010440797877501313 -0.0099153753264885763 0.026263013948363893 0.0074822722512048294
leaf_weight=58 54 53 69 89 1269 83 59 72 225 63 55 99 54 52
leaf_count=58 54 53 69 89 1269 83 59 72 225 63 55 99 54 52
internal_value=0 0.00803427 0.00856297 0.0093644 0.00876147 0.00748024 -0.00356671 0.00848309 0.00771962 0.0157472 0.0256428 -0.00209439 0.00974988 0.0170668
internal_weight=0 2300 2247 2090 2021 1708 142 1566 1494 313 118 157 195 106
internal_count=2354 2300 2247 2090 2021 1708 142 1566 1494 313 118 157 195 106
is_linear=0
shrinkage=0.16829


Tree=3596
num_leaves=15
num_cat=0
split_feature=1 49 11 2 41 1 50 16 1 3 16 3 481 16
split_gain=1.11713 0.687716 0.861299 0.983122 0.619196 0.412295 0.929602 0.955373 0.792044 0.406847 0.332606 0.53492 0.433085 0.293077
threshold=0.15067500000000003 -0.088014999999999996 0.078340000000000007 0.10656 0.075585000000000013 0.104035 0.086295000000000011 -0.42004999999999992 0.11282000000000002 0.099930000000000005 -0.0090499999999999973 -0.055389999999999988 -0.08452999999999998 -0.015379999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 -4 5 9 7 -7 -9 10 12 -12 -3 -1
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.010741954674866241 -0.017796609768108679 -0.006277268218271295 -0.019292085432869324 0.010074839190586981 0.022175193365761025 0.010655411890169251 0.02168115975771643 -0.025161520646108212 -0.0020934558676853538 -0.0070932555810014238 0.008879671333945155 0.023252513539006096 0.0071335247478515494 0.027042635252891419
leaf_weight=64 54 73 78 55 72 99 52 63 128 53 402 90 1009 62
leaf_count=64 54 73 78 55 72 99 52 63 128 53 402 90 1009 62
internal_value=0 0.00668284 0.00598105 -0.00713436 0.00683659 0.00627479 0.000957226 -0.00275259 -0.0097117 0.00739146 0.00788033 0.0115125 0.00622707 0.0187772
internal_weight=0 2300 2174 133 2041 1969 342 290 191 1627 1574 492 1082 126
internal_count=2354 2300 2174 133 2041 1969 342 290 191 1627 1574 492 1082 126
is_linear=0
shrinkage=0.16829


Tree=3597
num_leaves=13
num_cat=0
split_feature=4 14 4 11 4 52 0 1 3 4 158 15
split_gain=0.909551 0.862735 0.969365 0.532834 0.942049 1.57602 0.555077 0.834811 0.450464 0.321513 0.266439 0.0762606
threshold=0.51400500000000016 -0.10708499999999999 0.30163500000000004 0.086080000000000018 -0.15450999999999995 -0.015789999999999995 -0.14097999999999997 0.08617000000000001 0.011825000000000002 -0.50215999999999983 -1.0000000180025095e-35 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 -6 10 -3 -8 -4
right_child=-2 2 11 -5 6 -7 8 -9 -10 -11 -12 -13
leaf_value=0.022027623808467029 -0.013393287731583815 0.013548639353195798 -0.0060097954659403107 -0.0089294323694659485 0.011869452275730037 0.035762311764812628 0.017037999904723489 -0.014428077302121492 -0.0082863945441705358 -0.0048860450211770916 0.006104661475720306 -0.01511896984531853
leaf_weight=88 73 54 52 67 54 79 66 93 60 53 1561 54
leaf_count=88 73 54 52 67 54 79 66 93 60 53 1561 54
internal_value=0 0.0056831 0.00502642 0.00582437 0.00631462 0.0177306 0.00515586 -0.00475554 0.00602057 0.00440065 0.00654928 -0.0106673
internal_weight=0 2281 2193 2087 2020 186 1834 147 1687 107 1627 106
internal_count=2354 2281 2193 2087 2020 186 1834 147 1687 107 1627 106
is_linear=0
shrinkage=0.16829


Tree=3598
num_leaves=17
num_cat=0
split_feature=1 3 124 3 3 13 3 2 2 0 4 3 1 3 12 43
split_gain=25.9067 5.57298 3.11862 2.62035 3.73887 3.97946 1.49141 1.37833 1.22293 0.998188 0.895245 0.892797 0.62432 0.586983 0.335602 0.161474
threshold=0.104035 -0.055839999999999994 -0.083859999999999976 0.30835000000000007 0.077930000000000013 -0.0087749999999999981 0.094285000000000008 0.12131500000000002 0.11444000000000001 -0.14216999999999999 0.024315000000000003 -0.059629999999999996 0.11646000000000002 -0.15680499999999997 0.093670000000000017 -0.077704999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 -1 4 5 -3 7 9 12 -4 11 13 -2 -11 15 -12
right_child=1 3 6 -5 -6 -7 -8 -9 -10 10 14 -13 -14 -15 -16 -17
leaf_value=0.0010651532394702929 0.0018894483122851118 0.0010016008128107246 0.0022312095728416761 0.00026397223039643897 0.0014313887053134281 -0.0001243170056427397 0.0014509722325271603 0.001404083590762633 0.0010870564443781088 0.002232200594028024 0.0018969163335748765 0.002319268485767057 0.0014043951818833683 0.0018861845998068153 0.0014649602169537054 0.0016453156457726333
leaf_weight=54 66 96 101 87 98 53 88 61 58 57 60 59 53 1244 60 59
leaf_count=54 66 96 101 87 98 53 88 61 58 57 60 59 53 1244 60 59
internal_value=0 0.00100809 0.00184796 0.000757011 0.00093053 0.00060087 0.00187157 0.00189331 0.00148167 0.00191149 0.00189048 0.00191953 0.00167371 0.00190137 0.00166959 0.00177247
internal_weight=0 511 1843 334 247 149 1789 1701 177 1640 1539 1360 119 1301 179 119
internal_count=2354 511 1843 334 247 149 1789 1701 177 1640 1539 1360 119 1301 179 119
is_linear=0
shrinkage=0.0032998


Tree=3599
num_leaves=21
num_cat=0
split_feature=1 14 12 48 3 1 51 13 15 12 3 1453 52 52 40 13 3 11 1 42
split_gain=0.764081 0.460652 0.716071 0.704382 0.555462 1.16622 0.714343 0.551804 0.483324 0.354386 0.692167 0.519814 0.412174 0.310917 0.290597 0.233897 0.822025 0.820509 0.381826 0.100406
threshold=0.15067500000000003 -0.10708499999999999 0.083935000000000023 0.083180000000000018 -0.0053599999999999993 0.08617000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.085499999999999979 0.085280000000000009 -0.086264999999999994 -0.0067199999999999994 -0.0078449999999999978 -0.010174999999999998 -0.067184999999999981 0.031740000000000011 -0.11327499999999999 0.079300000000000009 0.091275000000000009 -0.091904999999999987
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 -1 3 4 5 13 -6 -8 14 10 -4 -11 -12 -3 -5 16 -13 19 -18 -17
right_child=-2 2 9 8 6 -7 7 -9 -10 11 12 15 -14 -15 -16 17 18 -19 -20 -21
leaf_value=0.017744489097643586 -0.014241509032596715 0.0089093407573057407 0.030916052946274249 0.011635027433665207 -0.01023517580835895 -0.025846649352556029 0.00032544296846730191 0.023693138241990586 0.018689045658803971 0.021067133349928598 -0.0034980472701906938 0.02496964311338206 0.017376810800568434 -0.0067979167191996202 -0.0037710046087760514 0.0010549444284385296 0.0072255279375810551 -0.015939560881841258 -0.0011747106910066287 0.0096312814649284866
leaf_weight=91 54 61 52 58 68 77 60 55 81 67 52 67 55 86 86 58 861 60 186 119
leaf_count=91 54 61 52 58 68 77 60 55 81 67 52 67 55 86 86 58 861 60 186 119
internal_value=0 0.00600127 0.0055167 0.000727298 -0.0034469 -0.0090685 0.00342436 0.0115169 0.00828595 0.00743496 0.0149777 0.00658792 0.00721523 -0.000267717 0.00242173 0.00586853 0.00689017 0.0010588 0.00573151 0.00683111
internal_weight=0 2300 2209 632 407 224 183 115 225 1577 159 1418 107 147 144 1351 1114 237 1047 177
internal_count=2354 2300 2209 632 407 224 183 115 225 1577 159 1418 107 147 144 1351 1114 237 1047 177
is_linear=0
shrinkage=0.16829


Tree=3600
num_leaves=21
num_cat=0
split_feature=1 3 3 15 42 3 0 3 157 1 0 133 16 15 43 15 0 0 16 133
split_gain=35.9973 8.78528 4.14469 2.98736 2.74404 2.69039 2.36742 2.12769 1.19912 1.15297 1.00305 0.984238 0.706847 0.788243 0.637933 0.410099 0.719106 0.579088 0.551344 0.351941
threshold=0.10538500000000002 0.30112000000000005 -0.06340999999999998 -0.086599999999999996 0.10273000000000002 -0.15680499999999997 -0.07304999999999999 0.092330000000000009 -0.0045449999999999996 0.096325000000000008 0.040035000000000008 0.087195000000000009 -0.034109999999999994 -0.13662499999999997 -0.0041999999999999997 -0.11399999999999998 -0.10653 -0.10075499999999998 0.062910000000000008 0.4028000000000001
decision_type=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 -2 12 -1 7 9 -8 15 11 14 13 -4 -10 17 -17 -7 -18 -13
right_child=1 -3 4 -5 -6 6 8 -9 10 -11 -12 19 -14 -15 -16 16 18 -19 -20 -21
leaf_value=0.002753572944320091 0.0012426224498872126 0.00027277214833827765 0.0012368907357381898 0.0021566227899868628 0.00046152366686822891 0.0027262138122515576 0.002325245903401068 0.0015985811549130374 0.0023656916582322639 0.0018334103106197998 0.0014621717839474022 0.0015240747752346987 0.001078208865443324 0.0017834077054430235 0.0018799750328923955 0.0019820953047702105 0.0023020720491390644 0.0022439332103993525 0.0020168010772065653 0.0019034372639872689
leaf_weight=89 63 91 66 103 52 52 67 57 65 69 63 57 83 52 56 98 993 60 82 53
leaf_count=89 63 91 66 103 52 52 67 57 65 69 63 57 83 52 56 98 993 60 82 53
internal_value=0 0.00120258 0.00140443 0.00180996 0.00113821 0.00219228 0.00216407 0.00222524 0.0019249 0.0022516 0.00183354 0.00193467 0.0013131 0.00147803 0.00214119 0.00227402 0.00225546 0.00246816 0.00228034 0.00170718
internal_weight=0 510 419 166 253 1861 1772 1411 361 1354 294 231 201 118 121 1285 1173 112 1075 110
internal_count=2371 510 419 166 253 1861 1772 1411 361 1354 294 231 201 118 121 1285 1173 112 1075 110
is_linear=0
shrinkage=0.0032998


Tree=3601
num_leaves=26
num_cat=0
split_feature=1 12 4 2 12 4 4 1 11 4 0 2 42 0 133 4 4 133 39 2 12 12 0 0 4
split_gain=22.3277 4.00979 3.38592 2.40271 1.34279 1.22954 1.7526 1.22317 1.21772 1.08761 0.924825 0.810728 0.691981 0.559599 0.861208 0.453076 0.493581 0.360029 0.350947 0.287968 0.670643 0.53253 0.385188 0.327067 0.124882
threshold=0.10538500000000002 1.0000000180025095e-35 0.27834500000000006 0.094510000000000025 0.054520000000000006 0.51136500000000018 0.094510000000000025 0.076010000000000008 0.075910000000000019 -0.0083249999999999973 -0.11208499999999998 0.11556500000000001 0.09087000000000002 -0.076209999999999986 0.087245000000000003 -0.069734999999999978 -0.0072499999999999995 0.0024650000000000006 0.081875000000000017 0.084045000000000022 0.083785000000000012 0.093595000000000025 -0.082784999999999984 -0.088269999999999987 0.08734500000000002
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 5 12 8 18 6 9 15 10 -2 -1 -8 -3 19 -15 -6 17 -17 -5 20 -12 23 -22 -21 -18
right_child=1 2 -4 4 7 -7 11 -9 -10 -11 13 -13 -14 14 -16 16 24 -19 -20 21 22 -23 -24 -25 -26
leaf_value=0.0014915605334009365 0.00086771159032312866 0.0019206540622942873 0.00068893146433987639 0.0014225174597171243 0.0013128371593940087 0.00043093861444652335 0.0014847960314295265 0.0021424181916296975 0.0023057858243764767 0.00025794103692580901 0.0022663849996860299 0.00091289098867891171 0.0014213571509869461 0.0018824372424868345 0.001415969444875622 0.0016227618496837063 0.0016020828702213109 0.0019917486047303745 0.0010813213674791284 0.0019136849213144036 0.0017825688593269867 0.002119424403691228 0.0020269953683858056 0.0017398770995920741 0.0014049864152310444
leaf_weight=93 83 64 54 89 53 89 54 52 57 52 59 55 59 92 83 58 102 61 54 174 185 61 119 409 60
leaf_count=93 83 64 54 89 53 89 54 52 57 52 59 55 59 92 83 58 102 61 54 174 185 61 119 409 60
internal_value=0 0.000977265 0.00137884 0.00175677 0.00156816 0.00076371 0.000884945 0.00166967 0.00183165 0.000633098 0.00181042 0.00119654 0.00168144 0.00183548 0.0016614 0.00159596 0.00164923 0.0018122 0.00129392 0.0018657 0.00194153 0.0018229 0.00187836 0.00179181 0.0015293
internal_weight=0 510 177 1861 529 333 244 386 1332 135 1275 109 123 1182 175 334 281 119 143 1007 363 644 304 583 162
internal_count=2371 510 177 1861 529 333 244 386 1332 135 1275 109 123 1182 175 334 281 119 143 1007 363 644 304 583 162
is_linear=0
shrinkage=0.0032998


Tree=3602
num_leaves=10
num_cat=0
split_feature=51 1429 14 159 1 480 4 148 1429
split_gain=0.830045 0.568076 0.619957 0.613476 0.715708 0.634113 0.702548 0.583414 0.573139
threshold=0.14743000000000003 0.086095000000000019 -0.31058999999999998 0.11073500000000001 0.13976500000000003 -0.068944999999999992 -0.50775499999999985 -0.068554999999999991 0.094630000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8 -3
right_child=-2 8 3 -5 -6 6 7 -9 -10
leaf_value=-0.0095624303290272744 -0.0098780864591995823 0.029193192709123971 0.025967360474900617 -0.0050727986384047795 0.027122093962834753 -0.011284124600202372 0.021480681463862648 0.0075033175377883076 0.0058888053246925779
leaf_weight=58 74 71 55 96 58 54 89 1764 52
leaf_count=58 74 71 55 96 58 54 89 1764 52
internal_value=0 0.00821963 0.00758876 0.00805973 0.00868474 0.00813878 0.00762364 0.00817562 0.0193555
internal_weight=0 2297 2174 2116 2020 1962 1907 1853 123
internal_count=2371 2297 2174 2116 2020 1962 1907 1853 123
is_linear=0
shrinkage=0.16829


Tree=3603
num_leaves=12
num_cat=0
split_feature=3 0 11 48 1374 47 3 48 1 0 10
split_gain=0.983323 1.39101 0.648992 0.592647 0.546016 0.465278 0.479505 0.448345 1.26926 0.423036 0.471911
threshold=-0.15680499999999997 0.076335000000000014 0.085630000000000026 0.11951500000000001 0.086000000000000007 0.10561500000000001 -0.074694999999999998 0.093265000000000015 0.078015000000000015 0.0060900000000000008 -0.0097449999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 7 -7 9 -9 10 -2
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.030076040149628835 0.021411111664468869 -0.018211205581270519 0.0076938473075952125 -0.0082584838727829697 0.02380695726849185 0.0065895050486675707 0.028718067484100288 0.010515036543034519 -0.022442959708433921 0.019865826764284417 0.0054124591716569045
leaf_weight=79 54 68 69 77 52 60 52 77 58 64 1661
leaf_count=79 54 68 69 77 52 60 52 77 58 64 1661
internal_value=0 0.00548064 0.0196532 0.00622906 0.00676676 0.00632851 0.0168795 0.00571017 -0.00363139 0.00642007 0.00591725
internal_weight=0 2223 148 2155 2078 2026 112 1914 135 1779 1715
internal_count=2371 2223 148 2155 2078 2026 112 1914 135 1779 1715
is_linear=0
shrinkage=0.16829


Tree=3604
num_leaves=19
num_cat=0
split_feature=1 3 15 123 1 0 3 51 47 3 3 0 0 49 16 0 42 16
split_gain=42.9562 7.53245 3.71786 3.60585 2.55051 1.65355 1.69885 1.4769 1.00338 1.08279 1.57999 0.875666 0.788027 0.96547 1.47791 0.625766 0.363703 0.543621
threshold=0.10538500000000002 -0.06340999999999998 -0.086599999999999996 0.080635000000000012 0.13604000000000002 0.12474500000000001 -0.15680499999999997 -0.40274499999999996 0.094160000000000008 0.11745500000000002 -0.0020049999999999994 -0.065794999999999979 -0.076209999999999986 -0.020999999999999994 -0.077074999999999991 -0.14151499999999997 0.11387000000000001 0.21684500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 8 6 -1 -8 9 10 -3 -6 13 14 -9 -15 17 -14
right_child=1 4 -4 -5 11 -7 7 12 -10 -11 -12 -13 16 15 -16 -17 -18 -19
leaf_value=0.0026838029468897874 0.00097355457255837946 0.0006673771268227213 0.0019926280343418542 0.0014044311280663217 0.00065069440987392847 0.0015942190150781488 0.0015932307628686907 0.0015499364595757651 0.0013306706923103724 0.00042491340191118225 0.0014306246792224761 7.0744335641032612e-05 0.0021944761890300836 0.0025128773189424611 0.0022373298057377028 0.0022032127448867898 0.0018153835550864912 0.0018649771113516448
leaf_weight=65 63 69 103 76 54 59 53 62 57 52 52 60 153 78 77 1068 82 88
leaf_count=65 63 69 103 76 54 59 53 62 57 52 52 60 153 78 77 1068 82 88
internal_value=0 0.00102861 0.00160608 0.00210971 0.000749836 0.00213972 0.00215835 0.00213777 0.000949961 0.000824321 0.000995676 0.000345767 0.00215569 0.00219262 0.00193098 0.00222432 0.00200868 0.00207431
internal_weight=0 510 166 1861 344 1785 1726 1661 230 173 121 114 1608 1285 139 1146 323 241
internal_count=2371 510 166 1861 344 1785 1726 1661 230 173 121 114 1608 1285 139 1146 323 241
is_linear=0
shrinkage=0.0032998


Tree=3605
num_leaves=25
num_cat=0
split_feature=1 3 12 10 1 3 4 12 3 1 4 402 3 0 3 0 3 43 0 0 484 4 4 0
split_gain=33.7615 5.63502 5.3902 2.85745 2.27824 2.57329 2.25572 2.19881 1.84818 1.49299 1.31118 0.89114 0.833947 1.24311 0.801296 0.719455 0.571707 0.830023 0.672312 0.398611 0.365992 0.260848 0.242652 0.178468
threshold=0.109225 -0.06340999999999998 0.054520000000000006 -0.0069899999999999988 0.093575000000000019 -1.0000000180025095e-35 0.08734500000000002 0.092495000000000008 -0.15315499999999996 0.12337000000000002 0.032965000000000001 0.11232500000000002 0.09037000000000002 -0.079249999999999987 -0.10032499999999998 -0.071104999999999988 -0.07403499999999999 -0.038674999999999994 -0.066659999999999983 -0.076209999999999986 0.11124000000000002 -0.082249999999999976 -0.078524999999999998 -0.084114999999999981
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 6 4 -3 12 -6 -2 8 -4 -5 16 14 13 -1 -10 -11 17 19 -18 -9 21 -16 -19 -12
right_child=1 3 7 9 5 -7 -8 10 11 15 23 -13 -14 -15 20 -17 18 22 -20 -21 -22 -23 -24 -25
leaf_value=0.0021279120000769268 0.0019200286868803469 -1.8882980673742072e-05 0.0026808124657945534 0.0011214563274948635 0.00080002359476827789 0.0016815781634881887 0.0010479234885523187 0.0019643914680620993 0.00168160002639305 0.00036426575926089895 0.0013479895359046427 0.0024426109740885754 0.0013977547910751643 0.0015174625817609491 0.0021662786207766824 0.00085192431979286721 0.0019202785880373511 0.0023295237447803195 0.0014720979990803834 0.0016334949988356525 0.0017757183496248648 0.0020299783895506521 0.0020442435680007409 0.0016260544856463795
leaf_weight=92 59 61 53 88 76 69 72 96 71 79 52 59 52 61 219 57 88 62 64 71 52 604 77 54
leaf_count=92 59 61 53 88 76 69 72 96 71 79 52 59 52 61 219 57 88 62 64 71 52 604 77 54
internal_value=0 0.000874305 0.00190894 0.000613713 0.00153711 0.00121976 0.00144097 0.00198915 0.0020781 0.00078614 0.00182224 0.00204628 0.0017614 0.00188476 0.00202152 0.000568911 0.00189907 0.00198203 0.0017318 0.00182392 0.00204906 0.00206629 0.00217174 0.00148998
internal_weight=0 416 1972 285 350 145 131 1622 1058 224 564 1005 205 153 946 136 458 306 152 167 875 823 139 106
internal_count=2388 416 1972 285 350 145 131 1622 1058 224 564 1005 205 153 946 136 458 306 152 167 875 823 139 106
is_linear=0
shrinkage=0.0032998


Tree=3606
num_leaves=23
num_cat=0
split_feature=1 3 4 1 3 12 124 4 13 4 12 4 4 48 4 42 0 12 48 16 16 0
split_gain=33.2087 7.12949 4.0981 3.07897 2.10268 2.01471 2.06353 1.3151 1.1542 1.42828 0.935786 0.777705 0.751831 1.12509 0.677321 0.627947 0.637859 0.616807 0.607873 0.289249 0.29556 0.206526
threshold=0.10141500000000002 -0.055839999999999994 0.30163500000000004 0.12048000000000002 0.086245000000000016 0.093270000000000006 -0.083769999999999983 -0.032764999999999996 0.085880000000000012 -0.15450999999999995 0.11721500000000001 0.03851000000000001 0.50373500000000015 0.08955500000000001 -0.013125 0.099455000000000002 -0.076639999999999986 -0.085719999999999977 0.083570000000000019 0.053535000000000006 -0.082354999999999984 -0.076539999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 17 5 6 -1 -6 9 -8 11 19 13 -5 -2 16 -11 -3 -19 20 -7 -22
right_child=1 3 -4 12 7 10 8 -9 -10 15 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23
leaf_value=0.0015268722068013853 0.002152527238761374 0.00091954062139880497 0.00098274274812886831 0.0011176087793897582 0.0020081754296299129 0.0018933344100915946 0.0027606627819533646 0.0012897078670438126 0.0017436204248651018 0.0022006263337918958 0.0014991739834307144 0.0016428267683481976 0.00034741841703386838 0.0004360614351322486 0.0016945218882746152 0.002548903886290295 0.0018516643876947665 0.0011078954470445318 0.0015915777286586905 0.0018474727050982703 0.0022899291197304487 0.00206142237617117
leaf_weight=52 83 58 70 52 54 65 52 58 58 976 53 67 81 54 63 54 62 60 55 72 79 110
leaf_count=52 83 58 70 52 54 65 52 58 58 976 53 67 81 54 63 54 62 60 55 72 79 110
internal_value=0 0.00116604 0.00164017 0.000881455 0.00207578 0.0021047 0.00217266 0.00163643 0.00220057 0.0022237 0.00191356 0.00196935 0.000587563 0.000770738 0.00195514 0.0021981 0.00217982 0.00119893 0.00133953 0.00203635 0.00208976 0.00215712
internal_weight=0 576 216 360 1812 1700 1254 112 1202 1144 446 393 187 106 146 1092 1038 173 115 326 254 189
internal_count=2388 576 216 360 1812 1700 1254 112 1202 1144 446 393 187 106 146 1092 1038 173 115 326 254 189
is_linear=0
shrinkage=0.0032998


Tree=3607
num_leaves=16
num_cat=0
split_feature=4 2 123 14 3 14 150 15 15 3 2 43 1203 2 43
split_gain=27.0798 8.80299 5.92098 1.68023 1.59779 1.26621 1.14248 0.900066 1.04005 0.831757 0.687308 0.41021 0.392457 0.325024 0.311957
threshold=0.30163500000000004 0.13388500000000003 0.081180000000000016 -0.44847999999999993 0.10323000000000002 0.076175000000000007 0.086730000000000015 0.0056700000000000006 0.084785000000000013 -0.15002999999999997 0.087610000000000007 -0.081729999999999983 0.086445000000000008 0.12708000000000003 -0.015214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 7 13 9 14 -1 -11 -4 -10 -5 -9
right_child=3 -3 11 6 -6 -7 -8 8 12 10 -12 -13 -14 -15 -16
leaf_value=0.0020488284218505748 0.0017011193494710726 0.0013870598458183751 0.0014467828385402776 0.0010289400033405064 0.0019696916211423879 0.0029072157960423166 0.001455744791920441 0.0029736675289407681 0.0024365106586337164 0.0024994380709226754 0.002312088619733435 0.001855590004215078 0.0027356692570675838 0.00070634576022514297 0.0026425588507056046
leaf_weight=85 55 101 58 80 80 64 54 56 622 386 501 52 54 61 79
leaf_count=85 55 101 58 80 80 64 54 56 622 386 501 52 54 61 79
internal_value=0 0.00233879 0.00238596 0.00119072 0.00242851 0.00244836 0.00104658 0.00243187 0.00251372 0.00236354 0.00239366 0.00164036 0.00246046 0.000889628 0.00278017
internal_weight=0 2138 2037 250 1927 1847 195 1783 811 972 887 110 676 141 135
internal_count=2388 2138 2037 250 1927 1847 195 1783 811 972 887 110 676 141 135
is_linear=0
shrinkage=0.0032998


Tree=3608
num_leaves=12
num_cat=0
split_feature=10 3 1427 41 16 15 1447 2 457 1429 13
split_gain=1.35346 0.644113 0.612866 0.585463 1.01524 0.628323 0.409165 0.565575 0.514331 0.504293 0.372858
threshold=-0.014199999999999999 0.11745500000000002 0.083935000000000023 0.07831500000000001 -0.10803999999999998 -0.41880499999999993 -0.085804999999999979 0.092300000000000007 0.083415000000000017 0.084690000000000015 -0.06401999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 9 -9 -8 -3
right_child=1 10 -4 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.010189868695570538 -0.0031302984783803086 0.0073974135356844597 0.027942675684836996 0.0077102967821982091 0.040699760256252326 0.00055411346438442595 0.015483394100421377 0.0099257811144235521 -0.0072292305726325817 -0.00085001114129919589 -0.010014739771081043
leaf_weight=82 81 98 71 53 53 85 1122 579 54 56 54
leaf_count=82 81 98 71 53 53 85 1122 579 54 56 54
internal_value=0 0.0118007 0.0125479 0.0120223 0.024222 0.0113673 0.0119876 0.0125233 0.00845948 0.0147054 0.0011997
internal_weight=0 2306 2154 2083 106 1977 1896 1811 633 1178 152
internal_count=2388 2306 2154 2083 106 1977 1896 1811 633 1178 152
is_linear=0
shrinkage=0.16829


Tree=3609
num_leaves=12
num_cat=0
split_feature=10 40 158 50 3 1447 11 13 0 1 376
split_gain=0.991639 0.626475 0.508671 0.434696 0.492916 0.47091 0.416842 1.38112 0.337275 0.481885 0.372173
threshold=-0.092019999999999977 0.051255000000000002 0.12023500000000002 0.12170000000000002 -0.070889999999999995 -0.085804999999999979 0.077290000000000011 0.085880000000000012 -0.13314999999999996 0.083555000000000018 0.084360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 9 -7 -10
right_child=1 -3 -4 4 -6 6 7 -9 10 -11 -12
leaf_value=-0.012536354120016899 -0.00098209312776917769 -0.0078388043141543219 -0.004979147057600098 0.010842711589574444 -0.011630283893420102 0.019207559853215067 0.03712671921475396 0.0031615252897159536 0.011368144301367121 0.000994501734197449 0.025237129649965277
leaf_weight=58 87 56 61 59 52 53 70 66 1584 185 57
leaf_count=58 87 56 61 59 52 53 70 66 1584 185 57
internal_value=0 0.00972771 0.0101611 0.0105792 0.000298636 0.0111213 0.0116447 0.0206568 0.0109915 0.0050579 0.011851
internal_weight=0 2330 2274 2213 111 2102 2015 136 1879 238 1641
internal_count=2388 2330 2274 2213 111 2102 2015 136 1879 238 1641
is_linear=0
shrinkage=0.16829


Tree=3610
num_leaves=15
num_cat=0
split_feature=2 403 132 1 16 1 1210 12 150 2 1455 15 150 16
split_gain=0.845842 0.744085 0.538788 0.683688 0.509443 0.515037 0.404558 0.409046 0.42931 0.612444 0.450988 0.415931 0.320499 0.0580697
threshold=0.13388500000000003 -0.54045999999999983 0.086775000000000005 0.077565000000000009 -0.15796999999999997 0.13418500000000003 -0.086074999999999985 -0.095379999999999979 0.086135000000000017 0.087610000000000007 -0.088874999999999982 0.117775 0.10874500000000002 -0.074474999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 13 -2 -6 -3 -8 10 -10 -9 -12 -11 -4
right_child=4 2 3 -5 5 -7 7 8 9 12 11 -13 -14 -15
leaf_value=0.028933659951295057 0.0082550732026098923 -0.0049365630267262295 0.012723889280068776 -0.01235274790833465 0.0012866497895107395 -0.02193155293927479 -0.0034737225260541944 -0.0017716262176681328 0.014036116474457822 -0.01231652536736369 0.011253523130689997 0.023316700023770703 0.0050910695929834802 0.0046952246908552363
leaf_weight=53 71 53 52 75 55 53 62 71 86 67 1469 86 54 52
leaf_count=53 71 53 52 75 55 53 62 71 86 67 1469 86 54 52
internal_value=0 0.00922262 0.00873062 -9.53573e-05 -0.00280393 -0.0100908 0.00954255 0.00994845 0.0104034 0.00317303 0.0113228 0.0119218 -0.004533 0.00872683
internal_weight=0 2180 2127 179 179 108 1948 1895 1833 207 1626 1555 121 104
internal_count=2359 2180 2127 179 179 108 1948 1895 1833 207 1626 1555 121 104
is_linear=0
shrinkage=0.16829


Tree=3611
num_leaves=22
num_cat=0
split_feature=1 2 4 39 4 2 2 4 4 1 484 2 49 1 1 2 4 0 2 1 0
split_gain=43.0104 6.42243 4.98074 3.59801 3.49855 2.5522 2.16897 1.25147 1.19354 1.1351 0.946659 0.8131 0.888178 0.549197 1.3076 0.783148 0.461869 0.405513 0.522241 0.506903 0.336224
threshold=0.10932500000000002 0.13290500000000002 0.27161500000000005 0.081875000000000017 0.41257000000000005 1.0000000180025095e-35 0.12131500000000002 0.50569000000000008 -0.076184999999999989 0.094165000000000013 -0.0011699999999999998 0.087610000000000007 -0.047749999999999994 0.089275000000000007 0.081540000000000015 0.099325000000000011 0.049545000000000006 -0.089704999999999993 0.078405000000000016 0.087720000000000006 -0.055219999999999998
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=2 4 3 6 5 20 8 -3 10 -5 -1 17 -13 14 -12 -15 -14 18 -10 -19 -2
right_child=1 7 -4 9 -6 -7 -8 -9 11 -11 13 12 16 15 -16 -17 -18 19 -20 -21 -22
leaf_value=0.002352681148548291 0.0017228869499336134 0.0003233561893572623 0.00087731602066606473 0.0016155710309312379 0.00045449602705275758 0.00068965323074630534 0.0012375347427685843 -0.00030523187966365593 0.0017911320203269174 0.00094446470756422032 0.001929279384254527 0.0014136512355333044 0.0018434039090451174 0.001545972451036847 0.0023679703064240078 0.0020399734344316097 0.0015930766644255371 0.0016222590836267106 0.0021745612056765923 0.0019532701917182025 0.0013456699505258545
leaf_weight=73 54 85 61 52 103 61 57 58 59 59 440 81 380 78 90 65 105 80 121 145 52
leaf_count=73 54 85 61 52 103 61 57 58 59 59 440 81 380 78 90 65 105 80 121 145 52
internal_value=0 0.00063385 0.00180644 0.00183648 0.000933327 0.00122844 0.00187259 6.8158e-05 0.00189365 0.00125917 0.00199339 0.00181698 0.00173559 0.00195437 0.00200384 0.00177076 0.00178928 0.00193064 0.00204908 0.00183573 0.00153817
internal_weight=0 413 1946 1885 270 167 1774 143 1717 111 746 971 566 673 530 143 485 405 180 225 106
internal_count=2359 413 1946 1885 270 167 1774 143 1717 111 746 971 566 673 530 143 485 405 180 225 106
is_linear=0
shrinkage=0.0032998


Tree=3612
num_leaves=17
num_cat=0
split_feature=1 3 39 39 1 3 2 2 150 1 403 3 3 403 12 403
split_gain=32.5158 5.91059 3.70073 3.50123 3.14102 2.5876 2.41344 1.24504 1.3108 1.09889 0.996816 0.957559 0.966446 0.828673 0.536935 0.293999
threshold=0.109225 0.30835000000000007 0.081875000000000017 0.086670000000000011 0.093595000000000025 0.10812000000000001 0.10981000000000002 0.12131500000000002 0.081245000000000026 0.087070000000000022 0.052440000000000007 -0.0020049999999999994 -0.14443999999999999 0.096440000000000012 -0.082514999999999991 0.23343000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 6 -4 7 -2 8 10 -10 11 12 -1 -12 -5 -15
right_child=1 -3 4 14 -6 -7 -8 -9 9 -11 13 -13 -14 15 -16 -17
leaf_value=0.0019381561873408125 0.0013835773641320489 -0.00019927989468194416 0.0015981079121084249 0.00056021773785790195 0.00052884470934648432 0.00086821672273515492 0.000650205431873805 0.0011234314267975067 0.0015698050264832399 0.0010121119495563617 0.0011007511169746147 0.0020063030347971444 0.0016318508096963083 0.0017578595339117406 0.00012506037723169225 0.0014432204779183326
leaf_weight=126 99 93 53 55 69 53 97 56 94 66 58 96 1135 57 71 81
leaf_count=126 99 93 53 55 69 53 97 56 94 66 58 96 1135 57 71 81
internal_value=0 0.000533187 0.00155081 0.000744848 0.000993649 0.0015881 0.00102081 0.00160964 0.00162552 0.00133998 0.00165491 0.00168683 0.00166249 0.00143374 0.00031529 0.00157344
internal_weight=0 415 1944 322 122 1822 196 1769 1713 160 1553 1357 1261 196 126 138
internal_count=2359 415 1944 322 122 1822 196 1769 1713 160 1553 1357 1261 196 126 138
is_linear=0
shrinkage=0.0032998


Tree=3613
num_leaves=22
num_cat=0
split_feature=1 1 124 2 2 52 52 1446 133 1 11 1213 2 0 12 0 0 0 484 12 0
split_gain=29.9442 4.57903 3.6042 3.23397 1.49962 2.6891 2.0078 1.64905 1.25455 1.18629 0.949643 0.930549 0.687194 0.686174 0.609513 0.501414 0.825671 0.532269 0.382646 0.35014 0.246053
threshold=0.10932500000000002 0.13075500000000004 -0.077709999999999987 0.10981000000000002 0.10124000000000001 -0.41304999999999997 0.048285000000000008 0.037915000000000011 -1.0000000180025095e-35 0.14882500000000001 0.077415000000000012 -0.091914999999999983 0.13388500000000003 -0.066849999999999979 0.090775000000000008 -0.10417499999999999 -0.14454499999999995 -0.076209999999999986 -0.081554999999999989 0.09302500000000001 -0.12608499999999997
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=2 3 -1 19 7 -6 14 10 -9 12 11 -4 -3 -8 -7 16 -13 -17 -10 -2 -5
right_child=1 9 4 20 5 6 13 8 18 -11 -12 15 -14 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.0013461039429214963 0.0015156301655457113 0.0010284097473739764 0.0022789089983814301 0.00078752134137651583 0.0022515455223465525 0.0010818626695459407 0.0021332604492596322 0.0019127681800338028 0.0023235878304408825 0.00016132951088147616 0.0024228715308397038 0.0019616010254502269 0.00053681244573139213 0.0016469161243695034 0.0015406749323725098 0.0020089619136913093 0.0014264209828851733 0.0018181687033421981 0.0027135422785999233 0.0019027186775306701 0.0010809461539498812
leaf_weight=102 53 55 101 68 100 62 68 52 53 53 54 82 72 61 66 828 52 203 62 52 60
leaf_count=102 53 55 101 68 100 62 68 52 53 53 54 82 72 61 66 828 52 203 62 52 60
internal_value=0 0.000972525 0.00195099 0.00127804 0.00198443 0.00179154 0.00161241 0.00203072 0.00234086 0.000576855 0.00199145 0.00197302 0.000749986 0.00190356 0.00131871 0.00194647 0.00175418 0.00197143 0.00253413 0.00170767 0.000925339
internal_weight=0 413 1946 233 1844 357 257 1487 167 180 1320 1266 127 129 128 1165 134 1031 115 105 128
internal_count=2359 413 1946 233 1844 357 257 1487 167 180 1320 1266 127 129 128 1165 134 1031 115 105 128
is_linear=0
shrinkage=0.0032998


Tree=3614
num_leaves=16
num_cat=0
split_feature=2 41 11 13 2 49 2 475 15 158 13 16 43 15 12
split_gain=0.92755 1.26461 1.01705 0.899132 0.525687 0.438504 0.626984 0.472553 0.414661 0.385193 0.358904 0.353917 0.342891 0.335954 0.300371
threshold=0.13388500000000003 0.083975000000000008 0.077415000000000012 0.085880000000000012 -0.0091949999999999983 -0.008964999999999999 0.085730000000000015 -0.085774999999999976 -0.092059999999999989 0.10490000000000001 -0.088114999999999985 -0.036039999999999996 -0.080419999999999978 -0.043644999999999996 0.085005000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 12 6 -6 -7 -8 14 -2 -12 -1 -10 -9
right_child=10 -3 3 -5 5 7 8 9 13 -11 11 -13 -14 -15 -16
leaf_value=-0.010137388979664841 -0.010996040590202738 -0.0117592695503179 0.042875075024466636 0.014329066110769763 0.021324000316251989 0.00056920800051638032 -0.010950643555371382 0.018906384526812113 0.016108292430326989 0.0036938449515045804 0.013546822172511181 -0.0053851868918976132 0.0088396585934019632 0.0013731684693954293 0.013006090035363922
leaf_weight=52 67 65 55 73 62 83 52 321 63 103 59 53 56 145 1050
leaf_count=52 67 65 55 73 62 83 52 321 63 103 59 53 56 145 1050
internal_value=0 0.0113478 0.0120587 0.026609 0.0111205 0.0117768 0.00611299 0.012947 0.00247884 0.0136427 -0.00124518 0.00457188 -0.000280803 0.00584485 0.0143889
internal_weight=0 2180 2115 128 1987 1879 322 1557 260 1474 179 112 108 208 1371
internal_count=2359 2180 2115 128 1987 1879 322 1557 260 1474 179 112 108 208 1371
is_linear=0
shrinkage=0.16829


Tree=3615
num_leaves=24
num_cat=0
split_feature=1 155 2 47 147 51 15 15 2 11 12 15 2 2 160 160 159 2 0 0 51 15 133
split_gain=27.4994 4.66527 4.58532 2.66493 2.389 1.35765 1.37223 1.34967 1.33927 1.31578 0.971924 1.02909 0.759541 0.707157 0.691685 0.851837 0.78142 0.810794 0.622969 0.609496 0.5922 0.397353 0.235264
threshold=0.10538500000000002 0.083440000000000014 0.099675000000000014 0.086785000000000015 0.08598500000000002 0.091085000000000013 -0.46503999999999995 -0.26826999999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.086085000000000009 -0.071614999999999984 0.11252000000000002 0.11197500000000002 0.085330000000000003 0.14472000000000004 0.082585000000000006 0.092155000000000015 -0.063109999999999986 -0.070644999999999986 -0.085604999999999987 -0.030229999999999996 0.08457000000000002
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 3 4 5 9 6 -2 -8 -5 14 11 -4 -9 19 16 -16 17 20 -15 -12 -1 -18 -19
right_child=1 -3 10 8 -6 -7 7 12 -10 -11 13 -13 -14 18 15 -17 21 22 -20 -21 -22 -23 -24
leaf_value=0.0016938038092275522 0.0010594997683534585 0.0019738899654977893 0.0016262577049625817 0.0016765119358291346 0.0013096786396666409 0.0012286502392898739 0.00016991213250392405 0.00096993416950749288 0.00096369494373593214 0.0024429678503857968 0.0016353286153282774 0.00097020551973868809 0.00046629932491037903 0.0012304245984665469 0.0015535382275268222 0.0020957640811315082 0.0024970864730060028 0.0016504455385863367 0.0017088351083984108 0.0020855680094021656 0.0020476948372356338 0.0020816167696330588 0.0019026288484784459
leaf_weight=56 77 52 53 65 55 61 70 71 52 74 71 52 61 54 83 52 52 85 68 63 874 52 84
leaf_count=56 77 52 53 65 55 61 70 71 52 74 71 52 61 54 83 52 52 85 68 63 874 52 84
internal_value=0 0.00103675 0.00190415 0.000930042 0.00198622 0.000781981 0.000684196 0.00054096 0.00136001 0.00201255 0.00157053 0.00130169 0.000737461 0.00168066 0.00198872 0.00176266 0.00201406 0.00198795 0.00149737 0.00184727 0.00202642 0.00228969 0.001776
internal_weight=0 509 1828 457 1467 340 279 202 117 1412 361 105 132 256 1338 135 1203 1099 122 134 930 104 169
internal_count=2337 509 1828 457 1467 340 279 202 117 1412 361 105 132 256 1338 135 1203 1099 122 134 930 104 169
is_linear=0
shrinkage=0.0032998


Tree=3616
num_leaves=21
num_cat=0
split_feature=4 2 123 12 160 457 159 159 2 2 483 1446 4 2 16 16 16 151 49 158
split_gain=25.9301 8.08204 4.71223 3.10506 2.03691 1.27765 0.910114 0.906944 0.736954 0.711246 0.743978 0.743367 0.638011 0.5955 0.577209 0.566331 0.545483 0.536918 0.443429 0.335224
threshold=0.30163500000000004 0.10836000000000003 1.0000000180025095e-35 0.091445000000000012 -1.0000000180025095e-35 0.041935000000000007 0.082585000000000006 0.088800000000000004 0.13775000000000001 0.090000000000000011 0.075345000000000009 0.088500000000000009 -0.045299999999999993 1.0000000180025095e-35 -0.0084099999999999991 -0.037154999999999994 -0.071854999999999988 -0.089594999999999994 0.097360000000000016 0.102205
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 2 5 15 -2 6 9 -8 13 11 14 16 -5 -6 -11 -3 -1 -7 -14 -9
right_child=4 3 -4 12 8 17 7 19 -10 10 -12 -13 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0016317876467399533 0.00076386513706262434 0.0007770022827409493 0.00076530800856990219 0.0014533018203771089 -1.9234608464051807e-05 0.0014444552009375802 0.0021499345583624123 0.0015021242325024798 -0.00020656424203257373 0.0014649535519672711 0.0017846717339225476 0.0019541991307860536 0.00083694605985785325 0.00043486126897283195 0.0011863236918617322 0.00034725976176536112 0.001464700422239069 0.00099546871589995911 0.0012671261140980907 0.0018385248790548138
leaf_weight=525 76 63 90 72 52 56 53 82 53 233 54 57 54 79 127 72 369 62 52 56
leaf_count=525 76 63 90 72 52 56 53 82 53 233 54 57 54 79 127 72 369 62 52 56
internal_value=0 0.00141489 0.00150163 0.000925937 0.000309325 0.0015412 0.00156638 0.00178088 0.000121388 0.00153634 0.00142135 0.00158635 0.00121232 0.000254341 0.00136676 0.000548067 0.00156286 0.00120885 0.00104831 0.00163889
internal_weight=0 2077 1764 313 260 1674 1556 191 184 1365 414 951 178 131 360 135 894 118 106 138
internal_count=2337 2077 1764 313 260 1674 1556 191 184 1365 414 951 178 131 360 135 894 118 106 138
is_linear=0
shrinkage=0.0032998


Tree=3617
num_leaves=24
num_cat=0
split_feature=3 3 43 41 10 43 156 3 0 49 12 12 51 12 0 49 1455 15 15 133 3 0 15
split_gain=22.3292 10.6658 6.96652 3.20661 2.75474 2.64404 1.68232 1.57096 1.8646 1.59714 1.08985 1.13307 0.883098 0.763911 0.733499 0.609962 0.458739 0.443953 0.482204 0.359583 0.329349 0.23725 0.190922
threshold=-0.057369999999999997 0.30112000000000005 -0.033174999999999989 0.08110500000000001 -0.005834999999999999 -0.097279999999999991 0.08956500000000002 0.11745500000000002 -0.077639999999999987 -1.0000000180025095e-35 0.083425000000000013 0.10090500000000001 0.0053700000000000006 -0.088684999999999986 -0.087539999999999993 -0.008964999999999999 -0.079434999999999992 -0.039984999999999993 -0.079799999999999996 0.089725000000000013 -0.082224999999999979 -0.088709999999999983 0.095970000000000014
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 4 10 -2 -6 7 8 9 -4 14 12 15 -7 -1 21 -17 18 -13 -18 -14 -12 -19
right_child=1 -3 6 -5 5 13 -8 -9 -10 -11 11 17 20 -15 -16 16 19 22 -20 -21 -22 -23 -24
leaf_value=0.0018276108557182074 0.00026776288405848961 0.00014224962476941925 0.0014454343791507752 0.0011388236145946082 0.0016832424245412428 0.0010557721988171155 0.0021321985342698728 0.0010667108309318043 0.0011363850037545283 0.0021413045654841197 0.0015259321537514313 0.0017380414127656702 0.0023667638589299064 0.00049849799440187983 0.0012922236811045639 0.0016435053493806598 0.0019956414013311491 0.0019734442767747966 0.0013065533074871423 0.0018460289005918246 0.0020461165775942126 0.0018089191123173965 0.0016986027859236066
leaf_weight=57 62 101 63 67 54 56 57 67 56 85 53 63 62 52 56 56 671 57 53 248 88 93 60
leaf_count=57 62 101 63 67 54 56 57 67 56 85 53 63 62 52 56 56 671 57 53 248 88 93 60
internal_value=0 0.00112855 0.00130895 0.00184755 0.000860032 0.00108649 0.00161542 0.00150659 0.00165089 0.00184533 0.00187689 0.00190048 0.00193945 0.000787781 0.0015626 0.00190738 0.00193743 0.00168778 0.0015412 0.00195531 0.00217889 0.00170643 0.0018328
internal_weight=0 653 552 1684 224 162 328 271 204 148 1617 1504 1271 108 113 1121 975 233 116 919 150 146 117
internal_count=2337 653 552 1684 224 162 328 271 204 148 1617 1504 1271 108 113 1121 975 233 116 919 150 146 117
is_linear=0
shrinkage=0.0032998


Tree=3618
num_leaves=15
num_cat=0
split_feature=1 3 48 1 14 123 14 43 52 3 51 160 1 52
split_gain=39.9449 6.24154 3.74359 2.5225 1.83882 1.86776 1.41668 1.4117 1.03306 0.681513 0.791846 0.549707 1.13255 0.511026
threshold=0.10752500000000002 -0.055839999999999994 -0.023659999999999997 0.11695500000000002 0.076175000000000007 1.0000000180025095e-35 -0.074569999999999984 -0.012149999999999999 -0.070104999999999987 -0.15315499999999996 -0.23860999999999996 -0.087834999999999983 0.098370000000000027 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 -1 -3 5 9 -5 -8 -2 -4 -11 13 -13 -12
right_child=1 3 4 6 -6 -7 7 -9 -10 10 11 12 -14 -15
leaf_value=0.0019825022447142976 0.0024753100373615697 0.001724842844273951 0.0023517340762316706 0.00061346463130135536 0.0032148604041802274 0.0021160982752837479 0.00088270863258134425 0.0015009149513767145 0.0018897072339411414 0.0023221151589090569 0.0030605131040284421 0.0026853893085857384 0.002183927658221434 0.0027418692232226535
leaf_weight=93 55 97 74 53 64 71 71 94 84 66 77 1170 52 216
leaf_count=93 55 97 74 53 64 71 71 94 84 66 77 1170 52 216
internal_value=0 0.00153884 0.00262948 0.00128155 0.00266307 0.00264259 0.00108414 0.00123511 0.00212167 0.00266516 0.00267981 0.00269537 0.00266408 0.00282573
internal_weight=0 454 1883 315 1790 1726 218 165 139 1655 1581 1515 1222 293
internal_count=2337 454 1883 315 1790 1726 218 165 139 1655 1581 1515 1222 293
is_linear=0
shrinkage=0.0032998


Tree=3619
num_leaves=18
num_cat=0
split_feature=448 12 1 13 40 41 3 16 12 13 16 155 1 123 3 15 12
split_gain=1.18066 0.670603 0.624786 1.03643 1.456 0.596422 0.500846 1.2542 0.565275 0.408144 0.430074 0.533772 0.506737 0.367815 0.347422 0.794945 0.376661
threshold=-0.065209999999999976 -1.0000000180025095e-35 0.092655000000000015 -0.11122999999999998 -0.063404999999999989 0.08110500000000001 -0.12595999999999999 -0.080954999999999985 0.092255000000000018 -0.15310499999999996 0.24579500000000001 0.098655000000000007 0.088885000000000006 0.086730000000000015 0.077930000000000013 -0.083359999999999976 0.083885000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 13 6 7 -3 -9 -8 14 12 -12 -5 16 -16 -11
right_child=1 5 3 4 -6 -7 9 8 -10 10 11 -13 -14 -15 15 -17 -18
leaf_value=-0.0084182754267148295 0.018484705671986228 0.044422023318316121 0.020853382092154999 -0.0054519827390301073 -0.027163678308635249 -0.0025465403517994948 0.00082019368242902647 0.00029548922882323273 0.023913717522639863 0.004641222758872003 0.0086927280202396297 0.021083311558529407 -0.01208846495633319 0.013059066714046207 0.010553867641998955 0.03644696813272396 0.014912809314814413
leaf_weight=79 77 53 57 53 58 62 71 53 63 111 92 52 52 71 70 65 1198
leaf_count=79 77 53 57 53 58 62 71 53 63 111 92 52 52 71 70 65 1198
internal_value=0 0.0124987 0.00529972 0.00104432 -0.00514975 0.0136692 0.0142049 0.0229597 0.0131381 0.0133391 0.01388 0.00646665 0.00117593 0.0051326 0.014885 0.0230342 0.0140432
internal_weight=0 2258 316 239 182 1942 1880 169 116 1711 1640 196 144 124 1444 135 1309
internal_count=2337 2258 316 239 182 1942 1880 169 116 1711 1640 196 144 124 1444 135 1309
is_linear=0
shrinkage=0.16829


Tree=3620
num_leaves=23
num_cat=0
split_feature=1 2 43 16 150 14 2 52 1 2 13 43 3 133 12 3 12 3 13 3 13 42
split_gain=17.5205 5.6123 3.11053 2.65538 2.55312 1.82638 1.22377 1.48823 1.85335 1.22282 1.17397 1.15085 0.731315 0.554157 1.13676 0.718633 0.56936 0.541648 0.411077 0.319992 0.17111 0.15793
threshold=0.109225 0.14983000000000005 -0.084154999999999994 0.12292000000000002 0.11213000000000002 0.062655000000000016 0.090000000000000011 -0.41304999999999997 0.089710000000000026 0.11827500000000002 -0.33260499999999998 -0.049914999999999994 -0.034684999999999994 0.087035000000000015 0.084475000000000008 0.0051600000000000005 0.081420000000000006 -0.085684999999999997 0.0032950000000000006 0.0025650000000000004 -0.050754999999999995 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 10 5 6 13 17 9 12 -4 -12 -9 15 -15 16 -1 -8 -18 -13 21 -16
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 11 19 -14 14 20 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0019043598280549616 0.00015073232450854397 -0.0001416786004262971 0.00039901264667328585 0.001606835708159809 0.00077277509694431885 0.001976443947001208 0.0018176602445607165 0.0013247323904301879 0.00080270513708820702 0.00084722446238255633 0.00061221187521920937 0.00098683217657073632 0.0017017253804164816 0.00096852193650568395 0.0015306403368776811 0.0011644211090135199 0.0015726535848416951 0.001426768568682682 0.001316403367569527 0.0013537819234589017 0.0016066570591788194 0.0012661959235521223
leaf_weight=52 57 75 53 61 64 68 74 403 87 53 64 52 66 61 52 52 601 84 79 54 81 52
leaf_count=52 57 75 53 61 64 68 74 403 87 53 64 52 66 61 52 52 601 84 79 54 81 52
internal_value=0 0.000675174 0.000854937 0.00099615 0.00142201 0.00144427 0.00142411 0.00132393 0.00124963 0.00132405 0.000828944 0.000962774 0.00137786 0.00149868 0.00136081 0.00154189 0.00156866 0.00161007 0.00154294 0.0011741 0.00148997 0.00139876
internal_weight=0 416 341 284 1929 1865 1797 767 609 522 223 170 469 1030 246 784 732 158 680 106 185 104
internal_count=2345 416 341 284 1929 1865 1797 767 609 522 223 170 469 1030 246 784 732 158 680 106 185 104
is_linear=0
shrinkage=0.0032998


Tree=3621
num_leaves=25
num_cat=0
split_feature=4 3 43 3 43 11 3 12 43 47 52 12 48 3 4 43 3 52 1212 16 43 52 52 159
split_gain=23.5425 7.98526 3.20775 4.46154 2.16163 1.9485 1.34454 1.30951 1.20264 1.02131 1.25095 0.970014 0.676479 0.645547 0.586508 0.5824 0.561423 0.643744 0.280003 0.265389 0.244619 0.510298 0.277838 0.192654
threshold=0.30163500000000004 -0.06340999999999998 -0.042649999999999993 0.20828500000000003 -0.092454999999999982 1.0000000180025095e-35 0.14121000000000003 0.083370000000000014 -0.072364999999999985 0.077555000000000013 0.0029250000000000005 0.093840000000000021 0.086165000000000005 0.092330000000000009 -0.00059999999999999995 -0.049914999999999994 -0.096099999999999977 0.13796000000000003 0.091315000000000021 0.41593000000000008 -0.052219999999999996 0.091820000000000013 0.086495000000000002 -0.094099999999999989
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 4 9 -3 7 15 -1 -7 10 13 16 -6 -4 20 -2 -9 18 -18 -16 21 -13 -22 -19
right_child=6 2 3 -5 12 8 -8 11 -10 -11 -12 14 -14 -15 19 -17 17 23 -20 -21 22 -23 -24 -25
leaf_value=0.0013984666093744286 0.00065537289860711524 0.0015938277183530742 0.0019913888079933079 0.0007744390188698623 0.001042220869718344 0.0018799520005127813 0.00025319016787859008 0.0016835668254376484 0.0025128761056491876 0.0021722031543256679 0.0012467859215021459 0.0021177010905838651 0.00052662217777597442 0.0015497047241744358 0.0014142182653027492 0.0010210548783721651 0.0020328122175716089 0.001892318035933568 0.0018185999472912534 0.0017308418118109775 0.001599604163671697 0.0017175503361863717 0.0019102050380416099 0.0016297822218710309
leaf_weight=60 91 56 103 56 59 52 53 79 91 62 53 80 53 57 63 101 717 63 77 57 73 64 59 66
leaf_count=60 91 56 103 56 59 52 53 79 91 62 53 80 53 57 63 101 717 63 77 57 73 64 59 66
internal_value=0 0.00180058 0.00143582 0.00162451 0.00106385 0.00191424 0.000719408 0.00187805 0.00228297 0.00179748 0.00168825 0.00189861 0.000798547 0.00183426 0.00175945 0.00084792 0.00195358 0.00197665 0.00201208 0.00156491 0.00184391 0.0019401 0.0017387 0.00175827
internal_weight=0 2100 499 331 168 1601 245 1458 143 275 213 1398 112 160 396 192 1002 923 794 120 276 144 132 129
internal_count=2345 2100 499 331 168 1601 245 1458 143 275 213 1398 112 160 396 192 1002 923 794 120 276 144 132 129
is_linear=0
shrinkage=0.0032998


Tree=3622
num_leaves=17
num_cat=0
split_feature=2 34 11 1 1420 2 1 2 160 1 12 130 2 2 42 2
split_gain=1.80953 0.557841 0.539361 0.476112 0.471642 0.469441 0.645479 0.675803 0.63514 0.629664 0.565212 0.426423 0.41958 0.421126 0.414641 0.199543
threshold=0.12015500000000001 -0.084034999999999985 0.090920000000000015 0.14262000000000002 -0.072689999999999991 0.08647500000000001 0.089625000000000024 0.106035 0.022560000000000004 0.10962000000000001 -0.007389999999999999 0.0032450000000000001 0.087245000000000003 0.087675000000000017 0.086700000000000013 0.13712500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 14 -3 8 12 -8 10 -9 -6 -12 -7 -14 15 -2
right_child=3 2 -4 -5 5 6 7 9 -10 -11 11 -13 13 -15 -16 -17
leaf_value=-0.002699775042387722 0.0021961059322443111 0.027238307568926621 0.030920823119307675 -0.015241711430894493 0.034332062661277946 0.00027183245758077368 -0.010252109285028243 0.019897031835028625 0.0025048386345037253 -0.0042434091107601667 0.018053464796658102 0.004818248839070457 0.028169974043580941 0.013000508698692698 -0.0054280740357438798 0.016455261942239199
leaf_weight=56 54 72 54 53 55 68 75 74 85 52 620 78 56 738 97 58
leaf_count=56 54 72 54 53 55 68 75 74 85 52 620 78 56 738 97 58
internal_value=0 0.0138424 0.0143003 -0.00099062 0.0138445 0.0133363 0.0109831 0.00238419 0.0163193 0.00992005 0.0178763 0.016577 0.012986 0.0140727 0.0026147 0.00959635
internal_weight=0 2083 2027 262 1973 1901 1063 201 838 126 753 698 862 794 209 112
internal_count=2345 2083 2027 262 1973 1901 1063 201 838 126 753 698 862 794 209 112
is_linear=0
shrinkage=0.16829


Tree=3623
num_leaves=16
num_cat=0
split_feature=3 2 49 156 51 156 156 49 52 3 12 0 0 13 3
split_gain=1.40481 0.637269 0.640249 0.395368 0.554197 0.380524 0.457708 0.432416 0.570646 0.600039 0.528076 0.69049 0.256961 0.248787 0.120766
threshold=0.31370500000000007 0.12015500000000001 1.0000000180025095e-35 -0.080434999999999993 0.13705500000000001 0.085790000000000019 0.089470000000000008 -0.008964999999999999 1.0000000180025095e-35 -0.015259999999999998 -0.08731499999999999 -0.14989499999999997 -0.016419999999999997 -0.06928999999999999 -0.049204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 -1 5 7 -7 8 9 -5 -9 -12 13 -8 -3
right_child=-2 2 -4 4 -6 6 12 10 -10 -11 11 -13 -14 -15 -16
leaf_value=0.023880083270030446 -0.012833373766315104 0.0014736790814019762 0.014883405331906525 -0.0062716860283864367 -0.0057931390571292537 0.027712360554559164 0.016092935814185198 -0.0030822462490921604 0.020466139719465724 0.010940332801314226 0.029449276749936703 0.011889912170113658 0.021670983971047209 0.00098245906445074116 -0.0085914189479701294
leaf_weight=74 73 56 73 131 52 87 61 62 54 102 67 1243 63 63 84
leaf_count=74 73 56 73 131 52 87 61 62 54 102 67 1243 63 63 84
internal_value=0 0.0108734 0.00210017 0.0117802 0.0113282 0.0117897 0.0176102 0.0108273 0.00487629 0.00125548 0.0120708 0.0127894 0.0129007 0.00843033 -0.00455255
internal_weight=0 2272 213 2059 1985 1933 274 1659 287 233 1372 1310 187 124 140
internal_count=2345 2272 213 2059 1985 1933 274 1659 287 233 1372 1310 187 124 140
is_linear=0
shrinkage=0.16829


Tree=3624
num_leaves=16
num_cat=0
split_feature=2 156 147 0 0 52 0 48 0 51 475 133 51 52 43
split_gain=0.892301 0.520348 0.635844 0.780799 0.719681 0.537359 0.583964 0.917869 0.451158 0.371076 0.500175 0.275595 0.250141 0.118164 0.0723593
threshold=0.16730000000000003 0.085790000000000019 1.0000000180025095e-35 -0.22022999999999995 -0.15270499999999995 -0.23742499999999997 -0.068669999999999995 0.089025000000000007 -0.071719999999999992 -0.085574999999999984 -0.080769999999999995 0.086100000000000024 -0.066639999999999991 -0.48976999999999993 -0.030304999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 11 8 -8 -7 10 -3 13 -11 -6 -12
right_child=-2 9 -4 4 5 6 7 -9 -10 12 14 -13 -14 -15 -16
leaf_value=0.027518460649942889 -0.011991256763353228 0.03009322051839091 -0.0054832725275543006 -0.0084832660672314892 0.017076046987328234 0.0084776912368348979 0.00527197035518085 -0.019234450915828212 0.0239533254106933 0.002424751303955175 0.016880102988439564 0.010266659262696627 0.017401384265299531 0.028397032832114533 0.0079060321938773815
leaf_weight=60 59 81 95 72 54 1193 236 53 56 79 52 97 53 53 52
leaf_count=60 59 81 95 72 54 1193 236 53 56 79 52 97 53 53 52
internal_value=0 0.0089576 0.00793694 0.00861822 0.00799208 0.00867407 0.00759547 0.000771496 0.00917299 0.0152916 0.0201623 0.0167971 0.00845171 0.0227004 0.0124103
internal_weight=0 2286 1969 1874 1814 1742 1538 289 1249 317 185 204 132 107 104
internal_count=2345 2286 1969 1874 1814 1742 1538 289 1249 317 185 204 132 107 104
is_linear=0
shrinkage=0.16829


Tree=3625
num_leaves=23
num_cat=0
split_feature=12 12 10 12 16 13 13 0 0 0 49 0 49 42 12 1211 155 0 483 456 42 42
split_gain=15.8366 4.09723 3.44502 1.84843 1.91762 1.77062 2.61381 2.61488 1.26691 1.88867 0.717168 0.687413 0.673569 0.640772 0.722148 0.513104 0.458581 0.485437 0.30006 0.367766 0.302337 0.122028
threshold=0.077755000000000005 0.13332500000000003 1.0000000180025095e-35 0.092855000000000007 -0.23071499999999998 -0.0042499999999999994 0.046185000000000004 -0.10417499999999999 -0.10220499999999998 -0.13972999999999997 -0.080744999999999997 -0.041074999999999993 -0.046019999999999998 -0.069844999999999977 0.094185000000000005 0.087635000000000005 0.104145 -0.073574999999999988 0.091400000000000009 0.087225000000000011 0.08733500000000001 -0.095859999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 -5 8 7 12 9 -1 -2 -10 -7 21 -15 18 17 -16 19 20 -12 -6
right_child=1 -3 -4 4 13 6 -8 -9 11 -11 15 -13 -14 14 16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0011487481329974559 0.0017209920073027764 0.001092225678523222 0.00056342053689454946 0.0013118688403527833 0.0022618360967342857 0.0018144945225807411 0.0010608512282957515 0.002229353469305658 0.00087162038354165528 0.0019811069698862918 0.0021418298179850057 0.0013376047579601324 0.0013557323579816889 0.0015394531878338473 0.0020253380935007842 0.0024131460791945959 0.0022163100719646525 0.0017471122215964266 0.001891358712104561 0.0023538231202742945 0.0020036661939580262 0.0020433501218974125
leaf_weight=70 53 54 52 61 55 55 71 90 92 52 550 56 99 63 129 62 52 153 73 68 268 71
leaf_count=70 53 54 52 61 55 55 71 90 92 52 550 56 99 63 129 62 52 153 73 68 268 71
internal_value=0 0.00198814 0.00137846 0.0020173 0.00186734 0.00145085 0.00161931 0.00178167 0.00125419 0.00150381 0.00209881 0.00104818 0.0015198 0.00193206 0.00186629 0.00211839 0.00192783 0.00187451 0.00209929 0.00211639 0.00209661 0.002139
internal_weight=0 1712 637 1658 584 585 315 244 270 122 1074 148 154 523 397 1021 334 282 959 886 818 126
internal_count=2349 1712 637 1658 584 585 315 244 270 122 1074 148 154 523 397 1021 334 282 959 886 818 126
is_linear=0
shrinkage=0.0032998


Tree=3626
num_leaves=23
num_cat=0
split_feature=12 2 13 2 0 2 0 2 51 124 11 15 12 0 484 0 133 52 403 483 15 2
split_gain=17.3358 9.8907 4.89456 2.44005 1.95768 1.59389 1.51091 1.37928 1.19334 1.08659 0.928974 0.799774 0.582633 0.510454 0.506356 0.643392 0.507167 0.473085 0.443934 0.351028 0.21002 0.207948
threshold=0.077755000000000005 0.13631000000000001 -0.0042499999999999994 0.10859000000000001 -0.10220499999999998 0.081460000000000019 -0.13972999999999997 0.097145000000000023 -0.091829999999999981 -0.070379999999999984 0.079300000000000009 -0.047974999999999997 0.097360000000000016 -0.22984499999999997 -0.084699999999999984 -0.10417499999999999 -0.07218999999999999 -1.0000000180025095e-35 -0.012634999999999999 0.085765000000000022 -0.086599999999999996 0.086915000000000006
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 7 4 5 6 -4 -1 10 -7 -6 14 12 -9 -10 21 -16 18 -13 -17 -18 -5 -2
right_child=1 -3 3 20 9 8 -8 11 13 -11 -12 17 -14 -15 15 16 19 -19 -20 -21 -22 -23
leaf_value=0.00093507284893861885 0.0019969238487615075 0.00049485788611835493 0.001208143548534647 0.00095539371859437901 0.00095935196138231533 0.0022830726646459313 0.001671681963195741 0.0013629656547411505 0.0014492197632268947 0.00045035935122291246 0.0023963748854745363 0.0021112975176363191 0.0017585292312909699 0.0018939924376997338 0.00162162747693029 0.0023473975016594924 0.0019306926333141265 0.0017420445472293817 0.0020009389119634183 0.0017066185236103732 0.001250305899816591 0.002261095347156193
leaf_weight=70 65 55 52 52 97 53 54 82 55 87 53 65 83 60 73 55 754 96 169 88 57 74
leaf_count=70 65 55 52 52 97 53 54 82 55 87 53 65 83 60 73 55 754 96 169 88 57 74
internal_value=0 0.00187239 0.00123454 0.00151458 0.000935292 0.0017149 0.00125614 0.00191809 0.00187155 0.000718878 0.0019654 0.00172484 0.00156216 0.00168158 0.0019475 0.00192424 0.00194493 0.00189134 0.00208616 0.00190732 0.00110994 0.00213782
internal_weight=0 1712 637 329 308 220 124 1657 168 184 1331 326 165 115 1278 1139 1066 161 224 842 109 139
internal_count=2349 1712 637 329 308 220 124 1657 168 184 1331 326 165 115 1278 1139 1066 161 224 842 109 139
is_linear=0
shrinkage=0.0032998


Tree=3627
num_leaves=24
num_cat=0
split_feature=4 4 42 1 13 42 3 13 1 1211 4 3 3 3 3 16 51 16 4 1 42 401 4
split_gain=0.976575 0.635718 0.594986 0.621332 0.875702 0.497299 0.743803 0.738868 1.2763 0.602094 0.675629 0.837572 0.441119 0.782527 0.383063 0.571854 0.282027 0.253603 0.205418 0.174902 0.130414 0.127588 0.199587
threshold=0.024315000000000003 0.066275000000000014 0.11457500000000002 0.10797500000000002 -0.011154999999999998 -0.063329999999999984 -0.08466499999999999 0.0037100000000000002 0.081540000000000015 0.078255000000000005 -0.21586499999999997 0.08734500000000002 0.13524500000000003 0.077930000000000013 -0.0068249999999999986 -0.097069999999999976 -0.12463499999999998 -0.44010499999999991 -0.076184999999999989 0.10727500000000002 -0.089024999999999979 1.0000000180025095e-35 -0.086179999999999993
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 16 3 5 -5 6 20 9 -9 10 -7 -12 13 14 15 17 -2 19 -4 -3 21 22 -1
right_child=1 12 18 4 -6 7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.021052444840041866 0.0045837510936129451 0.0050826193221721059 0.0074682322683316139 0.013526949744555811 0.041076280839639219 0.025771098713565869 0.032643246102572035 -0.017325498963161046 0.017621387782456133 0.026812103109918228 0.010908977513040761 -0.010890540269939283 -0.0046437123053280323 0.028264690188381156 -0.004401499930612846 0.025114959785072132 -0.010965509091679052 -0.001679907542083329 -0.0068360207234870358 0.017866108244281698 0.019919139389808705 0.004306205039261996 0.0080657867911290079
leaf_weight=63 52 74 60 86 53 80 76 67 53 73 837 53 70 56 69 54 90 81 54 52 70 53 73
leaf_count=63 52 74 60 86 53 80 76 67 53 73 837 53 70 56 69 54 90 81 54 52 70 53 73
internal_value=0 0.00456656 0.0124489 0.0132676 0.0240443 0.0122664 0.0179873 0.0106169 -0.00187565 0.012056 0.0109436 0.00960879 0.00763015 0.00986063 0.00673207 0.00968231 -0.00525876 0.00564772 0.000676774 0.0103726 0.0136798 0.0113594 0.0140949
internal_weight=0 598 1751 1637 139 1498 335 1163 120 1043 970 890 456 386 330 261 142 207 114 126 259 189 136
internal_count=2349 598 1751 1637 139 1498 335 1163 120 1043 970 890 456 386 330 261 142 207 114 126 259 189 136
is_linear=0
shrinkage=0.16829


Tree=3628
num_leaves=18
num_cat=0
split_feature=30 14 4 4 15 484 129 3 52 52 157 4 15 43 4 49 15
split_gain=0.915646 0.454148 0.758328 0.483115 0.963229 0.398146 0.450224 0.493016 0.466391 0.488043 0.473315 0.35511 0.751644 0.45819 0.334801 0.318446 0.00724897
threshold=0.086065000000000016 -0.072219999999999993 0.50569000000000008 0.024315000000000003 -0.032704999999999991 -0.084699999999999984 0.097370000000000026 -0.15500999999999998 -0.087239999999999984 -0.0093349999999999978 -0.08237499999999999 0.50779500000000011 -0.17677499999999999 -0.0083249999999999973 0.066275000000000014 -0.0043999999999999985 -0.09990499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 11 15 7 -7 10 -10 -9 12 -5 14 -14 -3 -15
right_child=-2 3 -4 4 -6 6 -8 8 9 -11 -12 -13 13 16 -16 -17 -18
leaf_value=0.033037971611316899 -0.012560954994439226 0.027331581305848399 0.0052793682377632106 -0.012528169870657909 -0.011307532292651367 -0.0040705260620598786 0.023730820133630107 0.0010934681959639367 0.00059893602390406352 0.0095205744119930998 0.018778244141581558 0.020621051611515166 -0.003902551759325306 0.019500350179447502 0.010646625711084086 0.011971516956656022 0.016310397394432179
leaf_weight=58 56 63 54 54 94 82 58 53 216 895 229 52 83 52 97 99 54
leaf_count=58 56 63 54 54 94 82 58 53 216 895 229 52 83 52 97 99 54
internal_value=0 0.00920639 0.0196704 0.00866821 0.00398448 0.0100101 0.00916924 0.00859543 0.00934232 0.00778765 0.0154609 0.00765602 0.00566785 0.00910975 0.00392786 0.017956 0.0178922
internal_weight=0 2293 112 2181 486 1695 1533 1475 1393 1111 282 392 340 286 180 162 106
internal_count=2349 2293 112 2181 486 1695 1533 1475 1393 1111 282 392 340 286 180 162 106
is_linear=0
shrinkage=0.16829


Tree=3629
num_leaves=19
num_cat=0
split_feature=4 39 2 0 0 2 11 0 4 0 4 0 4 14 16 4 0 2
split_gain=29.0738 8.85251 5.22997 2.64002 1.76036 1.74794 1.39567 1.23192 1.05662 1.06837 0.736307 1.73933 0.678082 0.646927 1.00076 0.804294 0.471752 0.379975
threshold=0.30163500000000004 0.081875000000000017 0.10803500000000001 -0.074754999999999988 -0.046734999999999992 0.094955000000000025 1.0000000180025095e-35 -0.036119999999999992 0.0063250000000000008 -0.11073999999999999 -0.17689999999999997 -0.064804999999999988 -0.030434999999999993 -1.0000000180025095e-35 -0.54057999999999995 0.5105900000000001 -0.089179999999999995 0.088710000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -3 8 12 9 -1 -11 -12 -5 -2 -15 -16 17 -10
right_child=13 4 3 7 -6 -7 -8 -9 16 10 11 -13 -14 14 15 -17 -18 -19
leaf_value=0.0013398924894817558 0.00067857010602745947 0.0015692196393544602 0.00079662827881984109 0.0019443447792805947 0.00041970900137200395 0.00079028082190629571 0.0021341153720453834 0.0011092464614412382 0.0018282407197964779 0.0021032349823034077 0.0017928587302736972 0.0011735202764682278 0.0014490960218687694 0.0006714924212481467 -0.00013089893925431761 0.00041398344475451917 0.0013072475999625166 0.0014938987706533142
leaf_weight=62 71 56 90 57 54 72 99 63 63 76 1123 52 66 55 61 57 76 96
leaf_count=62 71 56 90 57 54 72 99 63 63 76 1123 52 66 55 61 57 76 96
internal_value=0 0.0016164 0.00168226 0.00126142 0.000920392 0.00113134 0.00175276 0.00148613 0.00172835 0.00176499 0.00178603 0.00176548 0.00167889 0.000412943 0.000303724 0.000132008 0.00152347 0.0016266
internal_weight=0 2105 1923 276 182 128 1647 186 1548 1313 1251 1175 123 244 173 118 235 159
internal_count=2349 2105 1923 276 182 128 1647 186 1548 1313 1251 1175 123 244 173 118 235 159
is_linear=0
shrinkage=0.0032998


Tree=3630
num_leaves=15
num_cat=0
split_feature=132 2 1 14 4 4 52 1204 2 43 1212 43 50 2
split_gain=0.667186 1.40763 0.720853 0.578166 0.653262 0.471194 0.330732 0.4773 0.402968 0.607232 0.512052 0.377858 0.332371 0.250774
threshold=0.098425000000000012 0.15630500000000003 0.07635500000000002 -0.10708499999999999 0.30163500000000004 0.50657000000000008 0.096795000000000006 -0.08130999999999998 0.081685000000000021 -0.036794999999999994 -0.040879999999999993 -0.087574999999999986 0.11963000000000001 0.092855000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 7 -5 9 -9 -10 -8 13 -13
right_child=2 -3 -4 4 5 -7 11 8 10 -11 -12 12 -14 -15
leaf_value=0.022407170721960787 0.0089587864683990225 -0.019387414695543163 0.034579346785208437 -0.0017300826856248806 -0.011002330228761376 0.0092537449850163406 0.016419404298849274 0.0090883902880745278 0.023396195118728706 0.022400906288770481 0.0080852050201842638 0.0089812424677658455 -0.010013594445094896 -0.0012399542116059016
leaf_weight=83 69 52 57 93 84 53 63 208 66 183 1023 156 53 120
leaf_count=83 69 52 57 93 84 53 63 208 66 183 1023 156 53 120
internal_value=0 0.00796676 0.0205633 0.00861858 0.00807326 -0.00315292 0.00885687 0.00994772 0.0106827 0.0153237 0.00901479 0.00447496 0.00218227 0.00453073
internal_weight=0 2237 126 2185 2102 137 1965 1573 1480 391 1089 392 329 276
internal_count=2363 2237 126 2185 2102 137 1965 1573 1480 391 1089 392 329 276
is_linear=0
shrinkage=0.16829


Tree=3631
num_leaves=22
num_cat=0
split_feature=1 3 39 3 14 1 12 47 1 2 2 11 2 0 47 12 2 3 12 12 0
split_gain=51.2414 8.34301 5.72438 4.64157 4.08807 2.71678 2.6725 2.66273 2.70132 2.3925 1.11228 1.03759 0.885792 0.872604 0.859899 0.824525 0.811506 0.523283 0.538292 0.48842 0.211656
threshold=0.10538500000000002 -0.055839999999999994 0.081875000000000017 0.10323000000000002 0.054835000000000009 0.092655000000000015 0.099815000000000015 0.10589000000000001 0.11670500000000002 0.11444000000000001 0.088850000000000012 0.077415000000000012 0.14823500000000003 -0.11471499999999998 0.085770000000000027 -1.0000000180025095e-35 0.095195000000000016 -0.087244999999999975 0.091325000000000003 0.083970000000000017 -0.061204999999999989
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=2 9 3 4 6 -4 10 8 15 14 17 13 -10 -12 -2 -3 -8 19 -19 -1 -18
right_child=1 7 5 -5 -6 -7 16 -9 12 -11 11 -13 -14 -15 -16 -17 20 18 -20 -21 -22
leaf_value=0.0019869072940197881 0.0016052723780855041 0.00068253324904578771 0.0020094763440299166 0.0013454714986637555 0.0031445636673995934 0.00094093890842318704 0.0021941364056990418 0.001343906503471032 0.00048961907842785726 0.0010619345344199276 0.0017603525273426454 0.0026405312128460132 -3.0053065569680258e-05 0.0022085291470202357 0.0021802141506458545 0.0012537140602712354 0.0018907891792483156 0.0024946713455528198 0.0022339538793363892 0.0023468238305930037 0.001621959176672525
leaf_weight=54 56 54 52 57 61 52 83 62 98 55 54 55 56 437 59 57 80 521 107 195 58
leaf_count=54 56 54 52 57 61 52 83 62 98 55 54 55 56 437 59 57 80 521 107 195 58
internal_value=0 0.00103632 0.0022288 0.00227324 0.00230423 0.00147555 0.00227303 0.000727862 0.000583598 0.00162944 0.00232558 0.00220785 0.000300419 0.00215931 0.00190055 0.00097616 0.00193448 0.00239884 0.00245031 0.00226891 0.00177806
internal_weight=0 497 1866 1762 1705 104 1644 327 265 170 1423 546 154 491 115 111 221 877 628 249 138
internal_count=2363 497 1866 1762 1705 104 1644 327 265 170 1423 546 154 491 115 111 221 877 628 249 138
is_linear=0
shrinkage=0.0032998


Tree=3632
num_leaves=23
num_cat=0
split_feature=0 47 47 15 403 132 151 42 43 0 0 0 0 42 0 402 15 4 0 0 15 160
split_gain=0.638046 0.493588 0.796719 0.492581 0.685581 0.531022 0.410352 0.590219 0.456539 0.513325 0.307781 0.316163 0.305453 0.304855 0.260123 0.24686 0.229801 0.159101 0.149803 0.324863 0.127773 0.110613
threshold=0.13830500000000004 0.081320000000000017 0.093140000000000014 0.085465000000000013 -0.036149999999999995 0.091615000000000016 -0.079914999999999986 0.08648500000000002 0.087840000000000015 -0.10075499999999998 -0.065489999999999979 -0.086764999999999995 -0.090374999999999983 -1.0000000180025095e-35 -0.084699999999999984 0.090595000000000023 0.090645000000000017 -0.084384999999999988 -0.065249999999999989 -0.085834999999999981 -0.12640499999999996 -0.072664999999999993
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 3 -3 4 13 6 7 12 9 -8 11 16 -6 17 -13 21 -5 -1 19 20 -4 -16
right_child=-2 2 18 10 5 -7 8 -9 -10 -11 -12 14 -14 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0076899069282880279 -0.0084269389345395414 0.029549311601992707 0.012969253568750162 0.026425633722061515 0.025440702647464893 0.02431344766409806 -0.0047579222194232863 -0.0019673244659274731 0.017642399755241636 0.0061005292100307596 0.021842449323185333 -0.001374847511807628 0.01155848070680994 -0.013890877723941491 0.014313726310688109 0.019187136075655583 0.011956145646338517 -0.0046792667115089963 0.0030446532124032929 0.02394449444344238 0.0026152143339317419 0.0067814844665877779
leaf_weight=56 60 82 77 53 80 52 157 57 74 572 76 65 104 56 69 70 77 62 60 53 61 290
leaf_count=56 60 82 77 53 80 52 157 57 74 572 76 65 104 56 69 70 77 62 60 53 61 290
internal_value=0 0.00913682 0.0151355 0.00812192 0.00614329 0.00770177 0.00687265 0.0129676 0.00504115 0.00375955 0.0117092 0.0104721 0.017604 -0.00366304 0.00852188 0.0100256 0.0178691 0.00117562 0.0104195 0.0127268 0.00840549 0.00823419
internal_weight=0 2303 333 1970 1270 1096 1044 241 803 729 700 624 184 174 494 429 130 118 251 191 138 359
internal_count=2363 2303 333 1970 1270 1096 1044 241 803 729 700 624 184 174 494 429 130 118 251 191 138 359
is_linear=0
shrinkage=0.16829


Tree=3633
num_leaves=20
num_cat=0
split_feature=0 12 1373 12 0 52 160 48 51 52 52 160 12 50 52 12 51 0 0
split_gain=0.449171 1.49492 0.362667 0.313681 0.607862 0.555841 0.506208 0.485751 0.446518 0.424383 0.555272 0.375041 0.288097 0.283731 0.271698 0.217622 0.194844 0.189923 0.163618
threshold=0.14486500000000005 -0.10853999999999998 0.081220000000000014 0.083705000000000016 -0.14151499999999997 0.08257500000000001 -0.021849999999999998 0.085130000000000025 0.10174000000000001 -0.046924999999999988 -0.085009999999999988 0.0065900000000000012 0.099815000000000015 0.11644500000000001 0.11232500000000002 0.11999500000000002 -0.011859999999999997 -0.082709999999999992 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 9 -3 -8 11 10 -6 12 14 -10 -5 -14 -13 -18 -11
right_child=-2 2 -4 8 5 -7 7 -9 13 18 -12 16 15 -15 -16 -17 17 -19 -20
leaf_value=0.030801754148896399 -0.0079269543659225353 -0.0011263331373210143 -0.0070792740168740152 0.0087986576066241325 0.0038434294719104194 -0.0132786678891558 0.027383997291389201 0.0068267001858793933 0.025374911225352112 0.014595616056946009 -0.016193608048980835 0.022054175009823304 -0.0012186807973629595 0.0092882134122128819 0.00063083057874461417 0.011022824313766678 0.0043510358179196084 0.017769914706804633 0.0033566142691707451
leaf_weight=76 54 60 52 893 125 72 68 63 68 84 57 65 196 58 133 52 65 56 66
leaf_count=76 54 60 52 893 125 72 68 63 68 84 57 65 196 58 133 52 65 56 66
internal_value=0 0.00758414 0.00679313 0.0071247 0.00382405 0.000121033 0.0116472 0.0175114 0.00836184 0.0030324 -0.00242204 0.00753018 0.00649704 0.0179842 0.00774162 0.00134084 0.014597 0.0105763 0.00966243
internal_weight=0 2309 2233 2181 595 404 191 131 1586 332 182 1460 1274 126 1026 248 186 121 150
internal_count=2363 2309 2233 2181 595 404 191 131 1586 332 182 1460 1274 126 1026 248 186 121 150
is_linear=0
shrinkage=0.16829


Tree=3634
num_leaves=15
num_cat=0
split_feature=1428 132 2 2 4 16 2 51 1446 16 12 1 12 2
split_gain=0.420148 0.451848 0.895306 0.493453 0.663283 0.474346 0.680099 0.50103 0.470033 0.392241 0.366019 0.32698 0.285274 0.328078
threshold=0.08653000000000001 0.098600000000000007 0.15518000000000001 0.12901000000000004 0.30163500000000004 -0.097499999999999989 0.098215000000000011 0.035765000000000012 0.088500000000000009 -0.059624999999999991 -0.036614999999999988 0.07635500000000002 0.082295000000000021 0.094195000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 12 8 -8 -7 -5 -6 -3 -1 -14
right_child=-2 11 -4 9 10 6 7 -9 -10 -11 -12 -13 13 -15
leaf_value=0.020235981025001962 0.019695560087360953 0.0075531874516023825 -0.016512027299360237 0.027031709965908153 0.0046716704146704691 0.0056860626136965384 0.0010240815458617508 -0.016073027905147856 0.020070488230687304 0.0069498927783268908 -0.012545747575326657 0.025089714059492976 0.0037292242195349126 0.019371378682826457
leaf_weight=89 62 66 53 53 57 1234 237 61 68 58 90 56 124 55
leaf_count=89 62 66 53 53 57 1234 237 61 68 58 90 56 124 55
internal_value=0 0.00564381 0.00508457 0.00562381 0.00502077 0.00587778 0.0047784 -0.00246963 0.0064387 0.0165547 -0.00585738 0.0156175 0.0124345 0.00854551
internal_weight=0 2301 2179 2126 2015 1868 1600 298 1302 111 147 122 268 179
internal_count=2363 2301 2179 2126 2015 1868 1600 298 1302 111 147 122 268 179
is_linear=0
shrinkage=0.16829


Tree=3635
num_leaves=22
num_cat=0
split_feature=4 1 12 4 150 49 1 12 12 15 4 150 4 51 12 4 51 43 42 43 1210
split_gain=27.6291 6.65352 2.30298 2.56878 1.9929 2.02641 1.5422 1.48776 1.03506 0.911916 1.5388 0.863595 0.782994 0.780957 0.56444 0.506654 0.686219 0.498598 0.289493 0.281082 0.266711
threshold=0.30163500000000004 0.109225 -1.0000000180025095e-35 -0.0030749999999999996 0.07536000000000001 0.0033550000000000003 0.12958500000000003 0.11769500000000001 0.087805000000000008 0.03981500000000001 -0.08916499999999998 0.081245000000000026 0.41816000000000003 -0.091399999999999981 -0.079584999999999989 0.053255000000000004 0.11144500000000002 0.26667500000000005 0.087800000000000003 -0.072864999999999985 -0.052634999999999994
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 2 3 -1 5 19 12 8 9 11 -11 13 -2 -4 -8 16 17 -10 -17 -3 -12
right_child=6 4 7 -5 -6 -7 14 -9 15 10 20 -13 -14 -15 -16 18 -18 -19 -20 -21 -22
leaf_value=0.00080724762638766871 0.00039678796788046475 0.001331877954261738 0.001455285208381799 0.001663887511489052 0.00056585636555335375 0.00070733481444255994 -5.4628411694666029e-05 0.0011711552660240497 0.0016944270375357162 0.0023978645502095853 0.0020042475741523041 0.0013822883730237787 0.00088344510134333331 0.0018370380336130536 0.00039269937069281693 0.0012513286400237637 0.0013083899577878888 0.0013751171306203693 0.0015726701271591987 0.001680874922122669 0.0017526323081652993
leaf_weight=75 62 52 77 78 69 52 58 64 698 57 60 90 87 256 65 62 63 59 64 52 237
leaf_count=75 62 52 77 78 69 52 58 64 698 57 60 90 87 256 65 62 63 59 64 52 237
internal_value=0 0.00157133 0.00163366 0.0012442 0.00103375 0.00124048 0.000455341 0.00166698 0.00168538 0.00177507 0.00189937 0.00167096 0.00068118 0.00174887 0.000181478 0.00161168 0.00164188 0.00166959 0.00141483 0.00150672 0.00180358
internal_weight=0 2165 1940 153 225 156 272 1787 1723 777 354 423 149 333 123 946 820 757 126 104 297
internal_count=2437 2165 1940 153 225 156 272 1787 1723 777 354 423 149 333 123 946 820 757 126 104 297
is_linear=0
shrinkage=0.0032998


Tree=3636
num_leaves=18
num_cat=0
split_feature=4 12 3 4 12 3 42 11 4 3 4 15 3 13 158 12 15
split_gain=30.4893 11.0773 6.72294 4.93059 3.46814 2.95437 1.98737 1.35557 1.55836 1.81527 1.51548 1.38981 1.10755 0.860209 0.518012 0.494833 0.322278
threshold=0.30163500000000004 -0.007389999999999999 0.149315 -0.0030749999999999996 0.11769500000000001 0.13524500000000003 0.08870500000000002 1.0000000180025095e-35 0.024315000000000003 0.09722500000000002 0.056640000000000003 0.029300000000000003 -0.11756999999999999 -0.009329999999999998 1.0000000180025095e-35 -0.088684999999999986 -0.42443999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 13 7 6 16 8 9 12 -10 -9 -3 -1 -12 -5 -2
right_child=5 2 -4 15 -6 -7 -8 11 10 -11 14 -13 -14 -15 -16 -17 -18
leaf_value=0.00065181586131012666 0.0010259806930597438 0.0012504107322706725 0.00048806308243815082 0.0015953342731716902 0.0010240475244569448 -0.00021606257324165062 0.00019821309689857283 0.0017567658712040399 0.00096267143874295376 0.0023007891205497205 0.0014714312626445945 0.0024565080600946936 0.001722511621200425 6.7006506669433096e-05 0.0018584292014278334 0.0011404045654413251 0.00068525874733699514
leaf_weight=57 62 57 53 53 84 65 84 78 56 58 133 52 1324 53 54 53 61
leaf_count=57 62 57 53 53 84 65 84 78 56 58 133 52 1324 53 54 53 61
internal_value=0 0.00156956 0.00164816 0.000860207 0.00168057 0.000397252 0.000590009 0.00171098 0.00168577 0.00172717 0.00144048 0.00203693 0.00170305 0.000370364 0.00158337 0.0013682 0.000857291
internal_weight=0 2165 1949 216 1896 272 207 1812 1682 1439 243 130 1381 110 187 106 123
internal_count=2437 2165 1949 216 1896 272 207 1812 1682 1439 243 130 1381 110 187 106 123
is_linear=0
shrinkage=0.0032998


Tree=3637
num_leaves=13
num_cat=0
split_feature=3 9 14 2 49 3 12 4 16 147 3 3
split_gain=1.46494 1.04281 1.27955 0.532062 0.557979 0.460969 0.52319 0.458816 0.534492 0.497797 0.346694 0.196735
threshold=0.31370500000000007 -1.0000000180025095e-35 0.019675000000000002 -0.098699999999999982 0.14774000000000004 -0.086424999999999988 0.085465000000000013 -0.082184999999999994 0.18612500000000001 0.088145000000000015 -0.15680499999999997 -0.10122999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 11 8 -7 -9 -8 -5
right_child=-2 2 -4 4 -6 7 10 9 -10 -11 -12 -13
leaf_value=-0.012435635173844762 -0.014445348819304893 -0.0090280395376822666 0.028431472106369961 -0.010485589928924162 -0.0070751839389160427 0.024376909269427361 0.018702763328966494 0.0083493449570923254 0.0042237125221259416 0.025177244281852564 0.0056765054773795457 0.0011804337239434035
leaf_weight=70 87 53 87 65 67 122 69 1236 54 52 365 110
leaf_count=70 87 53 87 65 67 122 69 1236 54 52 365 110
internal_value=0 0.00778625 0.00840788 0.00761269 0.00802566 0.00851459 0.00461822 0.0101342 0.0182038 0.00903013 0.00775164 -0.00314239
internal_weight=0 2350 2280 2193 2140 2073 609 1464 176 1288 434 175
internal_count=2437 2350 2280 2193 2140 2073 609 1464 176 1288 434 175
is_linear=0
shrinkage=0.16829


Tree=3638
num_leaves=12
num_cat=0
split_feature=2 10 10 14 49 147 39 43 2 12 12
split_gain=1.00383 0.733851 0.679011 0.616799 0.688225 0.417402 0.404519 0.571743 0.76496 0.724717 0.404162
threshold=-1.0000000180025095e-35 -0.010699999999999999 -1.0000000180025095e-35 0.019675000000000002 0.15638000000000005 0.088335000000000011 0.098905000000000007 0.0035900000000000007 0.13775000000000001 0.085065000000000016 -0.079584999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 8 -4 -9 -3
right_child=2 10 3 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=0.0084418856962451116 -0.012266481345571154 -0.025427716313208084 0.0077710471229380101 0.021789064940781276 -0.012109467803640526 0.019212577164935116 -0.0060927119898814283 -0.016717568446579668 0.027812279057608143 0.0042523976026797687 -0.0045912340730201407
leaf_weight=57 52 54 1524 79 54 78 68 55 56 308 52
leaf_count=57 52 54 1524 79 54 78 68 55 56 308 52
internal_value=0 -0.00693652 0.00673029 0.00717567 0.00663612 0.00712155 0.00665168 0.00709863 0.00848251 0.00107018 -0.015223
internal_weight=0 163 2274 2222 2143 2089 2011 1943 1580 363 106
internal_count=2437 163 2274 2222 2143 2089 2011 1943 1580 363 106
is_linear=0
shrinkage=0.16829


Tree=3639
num_leaves=24
num_cat=0
split_feature=1 123 1 16 0 1 0 0 15 155 15 1 43 15 13 43 49 43 49 16 43 13 1
split_gain=24.6585 3.03749 2.13919 2.11292 1.32662 0.972567 1.53032 0.968987 0.91676 0.830201 1.0169 1.44676 2.08138 0.770583 0.747493 0.662983 0.589804 0.495884 0.456349 0.346923 0.3077 0.203368 0.188541
threshold=0.10947000000000001 1.0000000180025095e-35 0.13662500000000002 0.12292000000000002 -0.079249999999999987 0.096255000000000021 -0.14989499999999997 -0.085309999999999983 -0.26826999999999995 0.11245500000000001 0.03981500000000001 0.089710000000000026 -0.083944999999999978 -0.097499999999999989 -0.023454999999999997 0.015110000000000002 0.10470500000000001 -0.081114999999999979 -0.014169999999999999 -0.0011349999999999999 0.16111500000000004 -0.066659999999999983 0.118385
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=1 4 3 7 5 6 -1 13 -4 10 11 12 -6 -2 -14 16 18 -12 -8 21 -17 -19 -9
right_child=2 -3 8 -5 9 -7 15 22 -10 -11 17 -13 14 -15 -16 20 -18 19 -20 -21 -22 -23 -24
leaf_value=0.0020911110391926072 0.00076753832436427167 0.0010227435391237556 0.00015746226678360861 0.0014526886479980636 0.00092486627591328971 0.0013489254253094324 0.0015178910652143031 0.0011183050196447925 0.00068893500765381812 0.0018831330902949761 0.0018637210140900009 0.00081969699201491885 0.0014341552518067095 0.00024791664543729182 0.0019051868679504716 0.0012549331275897259 0.0013987480957504904 0.0017610595741081919 0.0017500578196349623 0.0012922105700870253 0.001574134404823453 0.0015175931380408529 0.00084014411409113836
leaf_weight=101 74 100 81 57 64 93 108 52 63 54 57 54 87 54 65 54 68 55 752 58 91 137 58
leaf_count=101 74 100 81 57 64 93 108 52 63 54 57 54 87 54 65 54 68 55 752 58 91 137 58
internal_value=0 0.00158423 0.000720359 0.000881389 0.0016138 0.00167559 0.00170143 0.000744417 0.000390226 0.00148967 0.00145279 0.00130433 0.00142533 0.000548598 0.00163582 0.00166472 0.00169737 0.00158324 0.00172094 0.00151915 0.0014555 0.00158752 0.000971959
internal_weight=0 1998 439 295 1898 1267 1174 238 144 631 577 270 216 128 152 1073 928 307 860 250 145 192 110
internal_count=2437 1998 439 295 1898 1267 1174 238 144 631 577 270 216 128 152 1073 928 307 860 250 145 192 110
is_linear=0
shrinkage=0.0032998


Tree=3640
num_leaves=19
num_cat=0
split_feature=4 3 123 0 0 43 4 0 43 157 4 4 0 3 4 3 0 0
split_gain=13.5123 5.81543 5.1812 2.01847 1.95796 1.83191 1.65727 1.39691 0.93523 0.814253 0.81362 0.69314 0.547755 0.518961 0.514584 0.398205 0.361113 0.0753448
threshold=0.30163500000000004 0.20828500000000003 1.0000000180025095e-35 -0.076539999999999983 -0.081444999999999976 -0.049914999999999994 -0.49269499999999994 -0.026509999999999995 -0.22778999999999996 -0.029304999999999998 0.024315000000000003 0.17982000000000001 -0.11327499999999999 0.13772500000000001 0.058330000000000007 -0.077849999999999989 -0.079604999999999995 0.09395000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 -2 17 9 -1 -8 12 15 -10 -7 -11 -12 -14 -5
right_child=5 -3 4 6 -6 13 7 -9 10 14 11 -13 16 -15 -16 -17 -18 -19
leaf_value=0.0020878743421367187 0.00040544374427965837 0.00051737695739185129 0.0013669015809184928 0.001959227706908517 0.00048493267158772617 0.0011343017980800546 0.0011078019549526608 0.0010164306294569462 0.0015089473434559092 0.0016079108879825364 0.0015747873942758115 0.0017692077396138353 0.0017907960611890609 0.00073278037793987161 0.0012497823700257395 0.0012101250068512575 0.0015977133634495829 0.0017705392147387825
leaf_weight=74 93 54 54 52 56 100 53 83 102 279 60 76 840 55 53 75 125 55
leaf_count=74 93 54 54 52 56 100 53 83 102 279 60 76 840 55 53 75 125 55
internal_value=0 0.00158715 0.00161549 0.00165527 0.00091822 0.000772217 0.00149106 0.00140604 0.00172509 0.00148995 0.00170405 0.00151553 0.0017413 0.000992054 0.00155085 0.00137246 0.00176582 0.00186257
internal_weight=0 2091 2037 1927 110 248 575 468 1352 385 1278 211 1067 155 332 135 965 107
internal_count=2339 2091 2037 1927 110 248 575 468 1352 385 1278 211 1067 155 332 135 965 107
is_linear=0
shrinkage=0.0032998


Tree=3641
num_leaves=16
num_cat=0
split_feature=10 1 1 133 0 49 147 403 13 3 132 1453 132 2 0
split_gain=1.13133 0.869479 0.817005 1.18289 1.04254 0.704413 0.790034 0.68759 0.566648 0.486774 0.468343 0.404455 0.509018 0.453922 0.177709
threshold=0.058500000000000003 0.14566000000000004 0.080270000000000022 0.024130000000000002 -0.072364999999999985 -0.088014999999999996 0.089365000000000014 -0.036909999999999991 -0.081029999999999977 -0.00079499999999999981 0.11031000000000001 -0.064249999999999988 0.004745000000000001 0.08400500000000001 -0.082824999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 14 -4 7 -7 -9 10 11 -1 13 -13 -5
right_child=-2 -3 3 4 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.0035118378400657161 -0.016951808842210838 0.028631325970133275 0.024362054605359187 -0.0058126192337509767 -0.025663045860202176 -0.011385175820352261 -0.014304133741339528 0.00075085804514044029 0.011624993582153744 0.02619368977357003 -0.0053271826400216578 0.022089049365014966 0.024122057568640918 0.0089342830617622562 0.0075976036495158201
leaf_weight=57 53 56 58 54 65 55 55 198 434 52 57 81 78 928 58
leaf_count=57 53 56 58 54 65 55 55 198 434 52 57 81 78 928 58
internal_value=0 0.00790885 0.00738766 0.00373684 -0.00870801 0.00649251 0.00509327 0.00664881 0.00822107 0.0102329 0.00954032 0.0102827 0.0110077 0.0099921 0.00111592
internal_weight=0 2286 2230 977 177 800 742 687 632 1253 1201 1144 1087 1009 112
internal_count=2339 2286 2230 977 177 800 742 687 632 1253 1201 1144 1087 1009 112
is_linear=0
shrinkage=0.16829


Tree=3642
num_leaves=20
num_cat=0
split_feature=4 123 43 16 52 4 157 4 15 4 16 42 15 158 52 16 376 481 42
split_gain=18.9592 4.40958 1.49802 1.3512 1.62954 1.20878 1.36242 1.20474 0.901919 0.744946 0.683273 0.630978 0.645816 1.81522 1.06988 0.693745 0.580156 0.320379 0.317056
threshold=0.30163500000000004 1.0000000180025095e-35 -0.049914999999999994 0.0014300000000000001 0.08901000000000002 -0.50388999999999984 -0.06588999999999999 -0.13833499999999996 -0.074254999999999974 0.029980000000000003 -0.49996499999999994 0.11457500000000002 -0.040804999999999994 0.085030000000000008 -0.034054999999999995 -0.11777499999999998 0.084025000000000016 -0.081334999999999977 0.12065500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -5 -7 -1 -8 -10 -4 12 13 14 -9 -14 -3 -17 -13
right_child=2 16 10 4 -6 6 8 11 9 -11 -12 18 15 -15 -16 17 -18 -19 -20
leaf_value=0.0012660785606116707 0.00036360757694263283 0.0012763191508365678 0.00065769399084399311 0.0021188719812240096 0.0011784971066704688 0.0012067981753339015 0.0019937231119262076 0.0012994126649772048 0.001704303830796327 0.0013008433190597548 0.0010988336908176423 0.0013664482824041597 0.0015064719144346191 0.0022085303984978877 0.0017057891408971456 0.0016418279897296372 0.00081282649425648069 0.00189593830002111 0.0017170527667108718
leaf_weight=54 93 59 72 52 101 84 77 96 164 73 83 60 61 63 276 61 60 694 56
leaf_count=54 93 59 72 52 101 84 77 96 164 73 83 60 61 63 276 61 60 694 56
internal_value=0 0.00166055 0.000695335 0.00169781 0.00155851 0.00164373 0.00158156 0.00175179 0.0016817 0.00158018 0.000894144 0.00177095 0.00179271 0.00168908 0.00160101 0.00184791 0.00104292 0.00187545 0.00153601
internal_weight=0 2091 248 1972 551 450 398 1421 314 237 155 1367 1251 435 372 816 119 755 116
internal_count=2339 2091 248 1972 551 450 398 1421 314 237 155 1367 1251 435 372 816 119 755 116
is_linear=0
shrinkage=0.0032998


Tree=3643
num_leaves=11
num_cat=0
split_feature=10 10 132 132 133 123 123 131 157 1429
split_gain=0.844312 0.447622 0.428766 0.463754 0.451707 0.453121 0.877729 0.329706 0.286757 0.216511
threshold=0.058500000000000003 -0.084119999999999986 0.092880000000000004 0.004745000000000001 -0.50216499999999986 1.0000000180025095e-35 0.086935000000000026 0.10583000000000002 0.17142500000000002 -0.07700499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 -7 -4 9 -6
right_child=-2 2 7 -5 5 6 -8 -9 -10 -11
leaf_value=0.021444472129393485 -0.013701419776328869 -0.0078457965976508216 -0.0090233247300869294 0.020244727135285155 -3.0037994051210222e-05 -0.018153087291650764 0.0092193941551623731 0.0070528062410138209 -0.0033373111168356877 0.009370359826761699
leaf_weight=66 53 53 77 84 72 54 86 68 55 1671
leaf_count=66 53 53 77 84 72 54 86 68 55 1671
internal_value=0 0.00777245 0.00736518 0.00798356 0.00746536 0.00788502 -0.00132573 -0.00147178 0.00860321 0.00898102
internal_weight=0 2286 2220 2075 1991 1938 140 145 1798 1743
internal_count=2339 2286 2220 2075 1991 1938 140 145 1798 1743
is_linear=0
shrinkage=0.16829


Tree=3644
num_leaves=30
num_cat=0
split_feature=1 15 147 43 13 13 2 43 39 151 2 42 43 15 13 42 15 42 43 42 15 42 42 2 13 2 2 2 2
split_gain=0.558168 0.712909 0.694218 0.661002 0.757555 1.35273 0.636965 0.48783 0.481245 0.405597 0.389479 0.418574 0.363593 0.351656 0.368484 0.299075 0.295773 0.292114 0.285317 0.25754 0.245679 0.241654 0.421355 0.392885 0.337141 0.297529 0.257515 0.209254 0.11747
threshold=0.080270000000000022 0.117775 0.089365000000000014 -0.079774999999999985 -0.081629999999999994 0.097175000000000025 -0.047824999999999993 0.0054600000000000004 0.084155000000000021 -0.0067699999999999991 0.088500000000000009 0.088520000000000015 0.087840000000000015 -0.085499999999999979 -0.083289999999999989 0.086700000000000013 -0.41880499999999993 0.11929000000000002 -1.0000000180025095e-35 0.083795000000000022 -0.023464999999999996 0.088125000000000023 -0.0015249999999999999 0.10136500000000002 -0.086254999999999984 0.11215000000000001 0.095620000000000011 0.091250000000000012 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 8 -5 13 -6 20 11 15 -9 16 -15 18 -8 21 19 28 -1 22 23 27 -24 26 -23 -12 -11
right_child=1 -3 -4 6 5 -7 7 12 -10 10 17 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 25 24 -25 -26 -27 -28 -29 -30
leaf_value=0.023255864156736094 0.010496548471206379 0.021256763322665864 -0.01517825671234351 0.023813126944226746 -0.027229249263854092 0.013884037531898704 0.010531091330895486 -0.015660317917995464 -0.0075715485246779157 0.0024339656742504447 0.0093870191488367224 0.022464740291729662 0.0030170511070806167 -0.0021838546160848557 0.012931062629969837 -0.0030092194885249003 -0.0031093080736456038 -0.006984113668657403 0.021327186297763621 0.016230688444764066 0.010365370889347712 0.011726852748008203 0.0037600212516945 0.014777956042828545 -0.015028023768198506 0.021226171818957949 -0.00237185845098427 -0.0041622348161343484 0.011446778819914667
leaf_weight=76 76 59 61 53 74 52 67 52 68 142 52 75 68 55 264 53 137 57 58 83 95 99 53 102 55 52 58 85 58
leaf_count=76 76 59 61 53 74 52 67 52 68 142 52 75 68 55 264 53 137 57 58 83 95 99 53 102 55 52 58 85 58
internal_value=0 0.00326369 0.00222826 0.00332929 -0.00373454 -0.00931887 0.00607215 0.00460703 -0.0178284 0.00848001 0.00727329 0.0109263 -0.0050615 0.00682887 0.0103194 0.00872529 0.00136182 0.0044755 0.0105544 0.0083402 0.016105 0.00565355 0.00292342 0.00686898 -0.00579133 0.0101778 0.00650697 0.000967434 0.00505666
internal_weight=0 1086 1027 966 270 194 696 643 142 1253 1082 469 120 523 319 394 204 613 341 283 171 556 347 239 108 209 157 137 200
internal_count=2339 1086 1027 966 270 194 696 643 142 1253 1082 469 120 523 319 394 204 613 341 283 171 556 347 239 108 209 157 137 200
is_linear=0
shrinkage=0.16829


Tree=3645
num_leaves=20
num_cat=0
split_feature=3 15 1456 40 12 3 3 15 3 124 3 403 12 403 3 15 403 133 15
split_gain=0.94727 0.554439 0.428933 0.423012 0.546199 0.77512 1.12924 1.27378 0.483199 0.389651 0.288013 0.248498 0.359553 0.270341 0.356708 0.232342 0.228873 0.213669 0.193157
threshold=0.37720000000000004 -0.40312499999999996 -0.083354999999999999 -0.068949999999999997 0.083795000000000022 -0.0072299999999999994 0.10323000000000002 -0.037184999999999996 -0.081129999999999994 -0.084524999999999989 0.08734500000000002 0.058485000000000009 0.093595000000000025 -0.53379499999999991 -0.089199999999999988 -0.46319999999999995 0.11447500000000001 0.026115000000000003 -0.076519999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 18 9 5 8 10 -8 17 -4 -7 13 16 -6 -15 -1 -13 -5 -3
right_child=-2 2 3 4 11 6 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=-5.7912402740230431e-05 -0.017424274278843015 0.0070268419207510776 0.0029866286569010282 -0.010652798345654503 -0.0049843059774734464 0.025533928944918096 0.009761899140184575 -0.025408305147852125 -0.023196253757482372 0.020609590270383824 0.0086120503134350605 -0.013591921872686322 0.009594492564247865 0.0019076023315763406 0.0085693634371241719 -0.013933938276410712 0.0010124737995877637 0.0034462686924694192 0.020366447300875598
leaf_weight=86 57 54 61 65 57 55 62 55 54 86 60 56 68 307 889 57 66 57 73
leaf_count=86 57 54 61 65 57 55 62 55 54 86 60 56 68 307 889 57 66 57 73
internal_value=0 0.00453565 0.00521866 0.00461455 0.0039231 -0.00151012 0.00487356 -0.00675575 -0.00993518 0.0133089 0.0167207 0.00546056 -0.000201609 0.00632058 0.00686087 -0.00560148 -0.00567646 -0.0040508 0.0147086
internal_weight=0 2268 2125 1998 1851 408 232 117 176 147 115 1443 190 1253 1196 143 122 122 127
internal_count=2325 2268 2125 1998 1851 408 232 117 176 147 115 1443 190 1253 1196 143 122 122 127
is_linear=0
shrinkage=0.16829


Tree=3646
num_leaves=21
num_cat=0
split_feature=1 2 4 1 12 2 15 11 49 0 4 0 2 1 2 1203 4 2 1 12
split_gain=50.7473 7.08319 5.70545 3.52249 3.00516 2.74414 1.57638 1.4744 1.13625 1.08681 1.06825 1.77677 1.42343 0.885132 0.808296 0.650363 0.721134 0.567075 0.39066 0.172382
threshold=0.10538500000000002 0.14271500000000001 0.40780000000000005 0.095025000000000012 0.087245000000000003 0.11366500000000002 -0.052259999999999994 0.075910000000000019 -0.033169999999999991 -0.10220499999999998 0.0063250000000000008 -0.11208499999999998 0.091250000000000012 0.12180500000000001 0.17000000000000001 0.084880000000000011 -0.47860499999999995 0.10083000000000002 0.10080500000000002 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 9 7 -7 10 -5 -2 11 -1 -12 -4 -3 16 -13 -14 -10 -6
right_child=1 14 13 8 19 6 -8 -9 18 -11 12 15 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0020785236927696985 0.0012919126571999454 0.00091540020065651107 0.0013459916231921573 0.0017289496571740092 0.0024519275159342042 0.0025180123028214407 0.001745312828157528 0.0031076382206684018 0.0021440252004438966 0.0018640434093476505 0.0027981424147438868 0.0030613144209502684 0.0020011565545389877 0.00083286182457728889 0.00033488070719303467 0.0029844776141960518 0.0026584436001715413 0.0024437988369643911 0.0025026061840892773 0.0021768814026183751
leaf_weight=53 72 53 70 52 52 58 58 77 77 74 68 52 70 78 52 83 1048 60 62 56
leaf_count=53 72 53 70 52 52 58 58 77 77 74 68 52 70 78 52 83 1048 60 62 56
internal_value=0 0.00139196 0.00159135 0.00257274 0.00189161 0.0026226 0.00213197 0.00266024 0.00214779 0.00158214 0.0026362 0.00267251 0.00240936 0.0010758 0.00062824 0.00269909 0.00267752 0.00220572 0.00230422 0.00230964
internal_weight=0 507 402 1818 254 1627 116 1511 191 146 1434 1236 198 148 105 1183 1100 130 139 108
internal_count=2325 507 402 1818 254 1627 116 1511 191 146 1434 1236 198 148 105 1183 1100 130 139 108
is_linear=0
shrinkage=0.0032998


Tree=3647
num_leaves=15
num_cat=0
split_feature=4 4 4 16 16 1 12 481 133 156 3 403 1 16
split_gain=1.01245 0.423498 0.442339 0.545062 0.486094 0.450984 0.418743 0.344185 0.310877 0.452422 0.300721 0.304081 0.263701 0.410103
threshold=0.59999500000000017 -0.51925499999999991 -0.1075 0.39524000000000009 -0.0048099999999999992 0.095695000000000016 -0.011819999999999999 -0.086354999999999987 0.087445000000000009 0.088775000000000007 0.081640000000000004 0.10323500000000001 0.10019500000000002 -0.0088649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 -8 9 12 11 -9 -7 -14
right_child=-2 2 5 -5 -6 8 7 10 -10 -11 -12 -13 13 -15
leaf_value=0.020350871658810225 -0.016571268218389699 0.0048337283894993111 0.021333061641396197 0.010925446251457843 -0.014844441067444656 -0.0087239278894866695 -0.0036308708316945327 0.0090680733812536201 -0.0072877403121695038 0.018459355242988709 -0.0046838230751518198 0.00022178637337393726 0.0073688994255133883 -0.0061403599410895541
leaf_weight=55 59 57 61 66 94 58 80 1164 87 52 53 122 229 88
leaf_count=55 59 57 61 66 94 58 80 1164 87 52 53 122 229 88
internal_value=0 0.00575208 0.00538811 -0.00182112 -0.00740436 0.00617357 0.00766547 0.00707666 0.00187432 0.00374527 0.00771774 0.00823024 0.00170012 0.00361303
internal_weight=0 2266 2211 217 151 1994 1480 1419 514 427 1339 1286 375 317
internal_count=2325 2266 2211 217 151 1994 1480 1419 514 427 1339 1286 375 317
is_linear=0
shrinkage=0.16829


Tree=3648
num_leaves=19
num_cat=0
split_feature=1 12 42 12 12 47 15 43 43 11 12 1 160 15 43 1455 1 15
split_gain=0.526543 0.611978 0.876791 0.569108 0.527521 0.659063 0.608134 0.834636 0.491282 0.597892 0.411771 0.404756 0.457188 0.309992 0.250025 0.197422 0.203684 0.173474
threshold=0.10932500000000002 -0.042789999999999988 0.087420000000000012 -0.06202499999999999 0.084160000000000013 0.077555000000000013 0.087960000000000024 -0.081694999999999976 -0.15582499999999996 0.077695000000000014 1.0000000180025095e-35 0.12864500000000004 -1.0000000180025095e-35 0.12011500000000001 -0.082689999999999986 0.090900000000000022 0.095510000000000012 -0.015464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 14 5 6 7 -5 -6 13 17 12 -3 15 -1 16 -10 -9
right_child=1 11 -4 4 8 -7 -8 10 9 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.025614032080623437 -0.019987904569173182 -0.01413319393297577 0.0053039025625528273 0.0060571077850319734 -0.0054926104593343876 0.015213382099038211 0.012760516805380564 -0.0020773218701637263 0.0067520530158501789 0.020750460578126639 -0.02626872952634304 0.012197538982932367 0.0051307748350227335 -0.0064266002539744302 0.0098363539462120852 0.016673066205244082 -0.003639126831486995 -0.014707124387358841
leaf_weight=52 92 53 67 90 94 61 52 61 1071 85 53 102 102 53 64 54 56 63
leaf_count=52 92 53 67 90 94 61 52 61 1071 85 53 102 102 53 64 54 56 63
internal_value=0 -0.00110938 -0.00931905 0.00549467 0.0047542 -0.000807918 -0.00387718 -0.00712421 0.0062513 0.0070896 -0.0138367 0.00396276 -0.00144467 0.00614716 0.0169246 0.00671296 0.00623413 -0.00850857
internal_weight=0 416 159 1909 1793 380 319 267 1413 1319 177 257 155 1234 116 1181 1127 124
internal_count=2325 416 159 1909 1793 380 319 267 1413 1319 177 257 155 1234 116 1181 1127 124
is_linear=0
shrinkage=0.16829


Tree=3649
num_leaves=22
num_cat=0
split_feature=1 15 3 4 3 3 14 15 13 3 49 3 0 3 0 1 1 133 13 49 0
split_gain=23.528 4.85816 3.84433 1.73026 1.50181 2.70571 1.46149 1.20917 1.13616 1.18718 0.966545 0.871751 0.807116 0.770769 0.731768 0.729724 0.519478 0.442463 0.420834 0.370793 0.359111
threshold=0.10538500000000002 -0.22805999999999996 -0.036844999999999996 0.24099500000000004 0.149315 0.0025650000000000004 -0.42214499999999994 -0.15614499999999998 0.039845000000000012 -0.081224999999999978 0.097085000000000019 -0.10468499999999999 -0.065249999999999989 -0.080634999999999984 -0.075424999999999978 0.09518500000000002 0.089475000000000013 0.087950000000000014 0.102565 0.083250000000000005 -0.085474999999999982
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 6 11 7 5 -4 -2 -1 9 16 13 -3 -8 -11 18 -15 17 19 -10 -9 -19
right_child=1 2 4 -5 -6 -7 12 8 14 10 -12 -13 -14 15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.0022134314946174608 0.00091387677327924998 0.0012290573544986346 0.00056738274012738566 0.0011843703080911927 0.00040233357359397494 0.0015398362347828086 0.000504541629435253 0.0018331935512733346 0.0018818047542593949 0.0013274137346051076 0.0013440176899548744 0.001760535333334767 -3.7594715567092206e-05 0.0017996994118057957 0.0012922465642378241 0.0014913418165060106 0.0021287246095602567 0.0014412867019125781 0.0015004689661569479 0.0020911567573770988 0.0017745037531180124
leaf_weight=57 57 55 64 64 59 61 70 442 58 54 93 89 52 461 100 104 67 52 73 73 120
leaf_count=57 57 55 64 64 59 61 70 442 58 54 93 89 52 461 100 104 67 52 73 73 120
internal_value=0 0.000914982 0.00115368 0.00171903 0.000837232 0.00104222 0.000477396 0.00173852 0.00172255 0.00175659 0.00165947 0.00155778 0.000273178 0.0017068 0.00150638 0.001743 0.00184825 0.00182084 0.00166957 0.00186983 0.00167397
internal_weight=0 507 328 1818 184 125 179 1754 1697 1466 712 144 122 619 231 565 754 687 131 515 172
internal_count=2325 507 328 1818 184 125 179 1754 1697 1466 712 144 122 619 231 565 754 687 131 515 172
is_linear=0
shrinkage=0.0032998


Tree=3650
num_leaves=18
num_cat=0
split_feature=1 47 3 1 1 11 475 3 3 42 40 1 16 4 1429 43 16
split_gain=31.5366 4.73357 3.47329 1.98003 1.9654 1.73508 1.4485 1.19394 1.18142 0.890977 0.865014 0.984121 0.609619 0.878358 0.530382 0.485956 0.140647
threshold=0.11695500000000002 0.085770000000000027 0.11745500000000002 0.13712000000000005 0.088415000000000007 0.082245000000000013 -0.08644499999999998 -0.0088599999999999981 -0.096749999999999989 0.11870500000000002 -0.07334499999999998 0.10557500000000002 0.25032500000000008 -0.26545999999999997 0.08401500000000002 -0.071899999999999978 0.4044600000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 6 8 -1 -2 -6 12 -10 15 13 -8 -15 -12 -14
right_child=1 -3 -4 -5 5 -7 9 -9 10 -11 11 -13 16 14 -16 -17 -18
leaf_value=0.0013341212231688323 0.0009862998979660025 0.0012710410838370114 0.0010411658178000863 -1.9832723931934249e-06 0.0011022104457374929 0.0021101324517568141 0.0023424007070527706 0.00029106748718122505 0.001298116589997739 0.0014934926312762382 0.0019854378833437107 0.001353097778245373 0.0015416587933353707 0.0019229972844232784 0.0016188615423602035 0.0016846410687862013 0.0017767954089519093
leaf_weight=55 55 83 69 98 55 72 53 53 77 62 86 77 52 1056 68 197 70
leaf_count=55 55 83 69 98 55 72 53 53 77 62 86 77 52 1056 68 197 70
internal_value=0 0.000605572 0.00177015 0.000337275 0.00179554 0.00163031 0.00186133 0.000645447 0.00156002 0.00188261 0.00161755 0.00168578 0.00190115 0.00192437 0.00190463 0.00177617 0.00167686
internal_weight=0 289 2049 206 1980 564 1416 108 492 1361 437 360 1299 1177 1124 283 122
internal_count=2338 289 2049 206 1980 564 1416 108 492 1361 437 360 1299 1177 1124 283 122
is_linear=0
shrinkage=0.0032998


Tree=3651
num_leaves=13
num_cat=0
split_feature=10 4 13 16 15 15 13 16 12 159 15 13
split_gain=1.03511 0.762066 0.513035 0.561305 0.760231 0.470773 0.525534 0.610432 0.366751 0.325432 0.219974 0.18671
threshold=-0.15282499999999996 -0.49432999999999994 -0.16392499999999996 -0.50942999999999994 -0.40312499999999996 -0.14820999999999998 0.06301000000000001 0.024125000000000004 0.08623500000000002 -0.45501999999999992 -0.07879499999999999 -0.012899999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 10 11 -5 -6 9 -8 -2 -7 -3 -4
right_child=1 2 3 4 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.015752951001796276 0.031464892608517328 0.0028852011278037376 0.026417894327463207 -0.0071379641179158239 0.020830405838075966 -0.0031479860216835995 0.0054164045105068014 -0.014913847935763806 0.011685054365001214 0.0088193526673571651 -0.011707341849185407 0.012742511421449694
leaf_weight=54 54 65 54 101 76 67 133 61 53 1506 53 61
leaf_count=54 54 65 54 101 76 67 133 61 53 1506 53 61
internal_value=0 0.00781023 0.00712749 0.00774624 0.00706895 0.0078485 0.00728912 -0.000966837 0.0216842 0.00830848 -0.00365385 0.0191796
internal_weight=0 2284 2177 2059 1944 1843 1767 194 107 1573 118 115
internal_count=2338 2284 2177 2059 1944 1843 1767 194 107 1573 118 115
is_linear=0
shrinkage=0.16829


Tree=3652
num_leaves=10
num_cat=0
split_feature=1 12 2 2 12 4 128 3 11
split_gain=1.26181 1.16426 0.704233 0.352176 0.40316 0.336443 0.308331 0.31767 0.336098
threshold=0.13702500000000004 -0.036614999999999988 -0.013254999999999998 0.14019000000000004 -0.094939999999999983 -0.50547999999999982 0.10724000000000002 -0.21779999999999997 0.076920000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 -7 -9
right_child=1 -3 3 -5 5 6 -8 8 -10
leaf_value=0.021253066503310665 0.0042085833772303191 -0.027812479624919513 0.020248505649837698 -0.0053662566346540505 0.017649246633559525 -0.0056530791566942124 -0.0068481827981949628 0.0062512131361803927 0.019078419906989871
leaf_weight=94 72 58 61 70 72 61 52 1738 60
leaf_count=94 72 58 61 70 72 61 52 1738 60
internal_value=0 -0.0100639 0.00699195 0.00635697 0.00675933 0.00634348 0.00591657 0.0062746 0.00668026
internal_weight=0 130 2208 2114 2044 1983 1911 1859 1798
internal_count=2338 130 2208 2114 2044 1983 1911 1859 1798
is_linear=0
shrinkage=0.16829


Tree=3653
num_leaves=15
num_cat=0
split_feature=1 34 3 13 3 3 49 1 50 47 15 15 13 3
split_gain=0.872685 0.675022 0.574923 0.481182 0.392635 0.335648 0.485589 0.415879 0.715158 0.683978 0.268185 0.42748 0.384113 0.137115
threshold=0.13702500000000004 -1.0000000180025095e-35 0.077930000000000013 0.26482500000000003 0.11924500000000002 0.06269000000000001 -1.0000000180025095e-35 0.077565000000000009 0.089465000000000017 0.079855000000000023 0.08765000000000002 0.085915000000000019 -0.08533499999999998 -0.082844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 -7 10 9 -9 11 -3 -12 -10
right_child=2 3 -4 -5 -6 6 -8 8 13 -11 12 -13 -14 -15
leaf_value=0.021515303217728019 -0.021234952184726642 0.0070571975209368582 0.001344985104539513 0.02126288274263391 -0.005527468352588996 0.0018785269216148727 0.021597636896700443 -0.0059955693295865526 0.015767234739090863 0.0088859909581986991 0.015078991462352701 0.020304603333571546 1.6097863409702751e-05 0.0064779560466814243
leaf_weight=75 56 768 74 52 98 62 83 346 72 117 58 76 278 123
leaf_count=75 56 768 74 52 98 62 83 346 72 117 58 76 278 123
internal_value=0 0.00581541 -0.00836794 0.00526253 0.00486185 0.0053762 0.0131784 0.00475971 0.00136629 -0.00223112 0.00665044 0.00825222 0.00262159 0.00991706
internal_weight=0 2208 130 2133 2081 1983 145 1838 658 463 1180 844 336 195
internal_count=2338 2208 130 2133 2081 1983 145 1838 658 463 1180 844 336 195
is_linear=0
shrinkage=0.16829


Tree=3654
num_leaves=13
num_cat=0
split_feature=10 51 4 0 12 12 3 42 42 123 3 402
split_gain=0.496845 0.391595 0.411244 0.70532 0.775734 0.631238 0.301285 0.298007 0.320651 0.346153 0.351446 0.225963
threshold=-0.15282499999999996 -0.40771999999999992 -0.49432999999999994 -0.060199999999999997 0.094185000000000005 -0.050214999999999989 -0.10122999999999999 0.11457500000000002 0.10354000000000001 0.085215000000000013 0.13772500000000001 -0.069884999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 7 5 -5 -3 8 9 10 -4 -9
right_child=1 2 3 4 -6 -7 -8 11 -10 -11 -12 -13
leaf_value=-0.011764510941487807 0.016208576857896215 0.02318018552399688 0.0049646199231284565 0.0016620983284534659 0.0070962700992700488 -0.020547112379574291 0.0052655141950602837 0.003253629762326279 0.018212494708180035 0.016328394890638677 -0.0064021805395238773 -0.01158927314679723
leaf_weight=54 79 54 1525 58 96 96 53 64 53 72 81 53
leaf_count=54 79 54 1525 58 96 96 53 64 53 72 81 53
internal_value=0 0.004559 0.00414081 0.00362063 -0.00476514 -0.0121709 0.0143234 0.00475605 0.00531206 0.00490352 0.00439021 -0.00345472
internal_weight=0 2284 2205 2098 250 154 107 1848 1731 1678 1606 117
internal_count=2338 2284 2205 2098 250 154 107 1848 1731 1678 1606 117
is_linear=0
shrinkage=0.16829


Tree=3655
num_leaves=33
num_cat=0
split_feature=3 15 3 40 15 3 49 124 51 12 15 3 0 0 160 15 3 15 42 12 0 13 1213 160 475 42 49 3 13 3 12 15
split_gain=62.4157 15.9496 9.67423 7.10471 6.61202 7.58763 3.20017 2.73221 2.35553 2.06278 1.83069 1.61088 1.53839 1.09613 0.767054 0.690985 0.670952 1.17386 0.550492 0.511035 0.352276 0.344334 0.314635 0.307754 0.419171 0.271789 0.266547 0.252351 0.239074 0.213934 0.199678 0.11943
threshold=-0.058704999999999993 -0.37478999999999996 0.30112000000000005 -0.026419999999999996 -0.033689999999999991 -0.13392999999999997 0.10581000000000002 -0.043384999999999993 -0.096089999999999981 0.089885000000000007 0.0056700000000000006 0.094285000000000008 -0.095419999999999991 -0.076859999999999984 -1.0000000180025095e-35 -0.066639999999999991 -0.23303499999999996 0.041820000000000003 0.093985000000000013 0.087765000000000024 -0.071719999999999992 -0.08231999999999999 0.087020000000000014 -0.09551999999999998 -0.083344999999999989 -0.026469999999999997 0.093160000000000007 -0.082689999999999986 -0.08866499999999998 -0.080604999999999996 0.09283000000000001 0.089545000000000013
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=4 12 3 7 5 -1 8 -3 -5 27 11 -10 -2 14 23 18 -15 -18 26 21 -19 28 30 -6 -25 -23 -11 -7 -16 -29 31 -21
right_child=1 2 -4 6 13 9 -8 -9 10 15 -12 -13 -14 16 19 -17 17 20 -20 22 -22 25 -24 24 -26 -27 -28 29 -30 -31 -32 -33
leaf_value=0.00067032269457253631 9.7761551635902825e-05 0.00020281284860881819 -0.00030798265872232917 0.0021557157793631221 0.0020775846393478402 0.0018452365529786246 0.00070851527476356872 0.001086754566053094 0.001461616313317734 0.0016555293000165301 0.0018957249993167313 0.00073898253653339975 -0.0006363423122979886 0.0021520611178932987 0.0022887922671820235 0.0012475647060551519 0.001386186231666122 0.0017628390289871349 0.0019183578284127421 0.0020296699466451833 0.0020555085483483174 0.0022706542328397778 0.0023160233652223415 0.002039856426055513 0.0016395762365025381 0.0025757714530552657 0.0013617951517928076 0.0021905654332738484 0.0020015079407863434 0.0019262542401906081 0.0021640754415490075 0.0018378830199024352
leaf_weight=81 52 99 59 56 99 88 60 62 90 90 56 54 77 76 71 60 59 85 61 109 102 84 52 54 64 56 57 81 63 63 84 61
leaf_count=81 52 99 59 56 99 88 60 62 90 90 56 54 77 76 71 60 59 85 61 109 102 84 52 54 64 56 57 81 63 63 84 61
internal_value=0 0.000701338 0.000952061 0.00110799 0.00189381 0.00160793 0.00139552 0.000543432 0.00155639 0.00175975 0.00138841 0.00119087 -0.000340151 0.00204222 0.00210823 0.00156194 0.00187873 0.00179414 0.00165245 0.00217135 0.00192267 0.00227622 0.00207734 0.00193934 0.00182305 0.00239295 0.00154187 0.00198811 0.00215399 0.00207517 0.00202834 0.00196106
internal_weight=0 665 536 477 1700 581 316 161 256 500 200 144 129 1119 797 268 322 246 208 580 187 274 306 217 118 140 147 232 134 144 254 170
internal_count=2365 665 536 477 1700 581 316 161 256 500 200 144 129 1119 797 268 322 246 208 580 187 274 306 217 118 140 147 232 134 144 254 170
is_linear=0
shrinkage=0.0032998


Tree=3656
num_leaves=14
num_cat=0
split_feature=9 10 129 41 403 13 52 4 160 160 1456 3 3
split_gain=0.869367 0.815471 0.391613 0.377557 0.425419 0.624454 0.564267 0.50194 0.395236 0.594932 0.486209 0.470886 0.377118
threshold=0.082870000000000013 -0.074314999999999978 -1.0000000180025095e-35 0.083975000000000008 -0.00015499999999999997 -0.08866499999999998 -0.0093349999999999978 -0.082634999999999986 0.051820000000000005 0.085545000000000024 -0.081149999999999986 -0.0062049999999999996 -0.24162499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 10 -10 -6 -11 -12
right_child=-2 2 3 -5 8 6 7 -9 9 11 12 -13 -14
leaf_value=0.025636211953598411 -0.014107511716703582 -0.0098364794862245922 0.023974411190815167 -0.0079627857031254676 0.01386366688044165 -0.0092472978498144252 0.015914482718156889 0.0040295043019614321 0.024372395573201214 0.0096331727831461544 0.014958248368840779 -0.0083186766761388937 0.00081020065554222387
leaf_weight=52 71 54 70 65 97 54 174 240 59 176 56 54 1143
leaf_count=52 71 54 70 65 97 54 174 240 59 176 56 54 1143
internal_value=0 0.0047948 0.00431061 0.00466058 0.00504792 0.00913913 0.00691634 0.00902898 0.0036581 0.00928789 0.0024013 0.00541058 0.00147249
internal_weight=0 2294 2242 2188 2123 538 468 414 1585 289 1296 230 1199
internal_count=2365 2294 2242 2188 2123 538 468 414 1585 289 1296 230 1199
is_linear=0
shrinkage=0.16829


Tree=3657
num_leaves=23
num_cat=0
split_feature=1 4 12 2 52 49 2 4 49 16 12 0 0 42 42 0 1454 158 4 1 43 52
split_gain=22.2642 4.37246 3.41342 2.61286 2.26272 2.23606 2.13565 1.77854 1.62217 1.48612 0.956677 0.915272 0.746958 0.804692 0.934098 0.575271 0.539646 0.651918 0.512557 0.465587 0.200901 0.110149
threshold=0.10892500000000001 0.40945500000000007 0.054520000000000006 0.074875000000000011 0.024560000000000002 -0.016709999999999999 0.090545000000000014 -0.010189999999999999 0.018515000000000004 -0.49181999999999998 0.11650500000000001 0.11535000000000002 -0.076859999999999984 0.097180000000000016 0.085495000000000015 -0.069734999999999978 0.083800000000000013 0.07968500000000002 0.10440500000000001 0.13702500000000004 -0.064074999999999979 -0.00094999999999999989
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 3 -1 6 -2 -5 -8 -7 -3 11 12 16 14 20 -15 17 18 -4 -11 -14 -19
right_child=1 9 10 4 -6 8 7 -9 -10 19 -12 -13 13 15 -16 -17 -18 21 -20 -21 -22 -23
leaf_value=0.00061728076955301658 0.00057033141324516312 0.00063983504365525492 0.0016425133572546705 0.0017343281878240413 0.0018678665760668602 0.0015307000885458892 0.0013858193318502597 0.00067330663303694863 0.00080078787575595274 0.00027228322468664658 0.0012224291474922451 0.0019996114966528032 0.0016191603520169283 0.0014483666046648032 0.00098960207260822652 0.0019180994349075819 0.0013083582823881794 0.0017863071958762935 0.0013383681313013621 -0.00016913064911747863 0.0013600972905353193 0.0020047741157562826
leaf_weight=62 84 85 917 58 73 87 69 86 54 52 73 64 62 61 63 55 54 59 66 52 76 53
leaf_count=62 84 85 917 58 73 87 69 86 54 52 73 64 62 61 63 55 54 59 66 52 76 53
internal_value=0 0.000686418 0.0015291 0.00123242 0.00136565 0.000997297 0.00119337 0.000990717 0.00125141 0.000316137 0.00159349 0.00161117 0.00159419 0.00145138 0.00132423 0.00167139 0.00163355 0.00164956 0.00162213 5.12376e-05 0.00147674 0.00189
internal_weight=0 414 1951 348 286 225 213 155 141 189 1603 1530 1466 317 201 116 1149 1095 983 104 138 112
internal_count=2365 414 1951 348 286 225 213 155 141 189 1603 1530 1466 317 201 116 1149 1095 983 104 138 112
is_linear=0
shrinkage=0.0032998


Tree=3658
num_leaves=14
num_cat=0
split_feature=2 3 474 474 475 42 2 49 3 15 402 2 1
split_gain=0.572959 0.553958 0.507047 0.528601 0.439121 0.41622 0.536694 0.432469 0.426852 0.661536 0.389946 0.451737 0.34063
threshold=-0.007134999999999999 -0.01435 0.085020000000000012 0.088435000000000014 -0.080559999999999979 0.12029500000000001 0.14461000000000004 0.13302000000000003 -0.080804999999999974 -0.24042999999999998 0.10842 0.08511500000000001 0.11646000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 8 10 -10 11 -2 -11
right_child=2 -3 3 4 -6 -7 -8 -9 9 12 -12 -13 -14
leaf_value=0.0040324386902183392 0.0091173156843704136 -0.01688032206902557 -0.016429448610692732 0.012440424109556151 -0.0046847896224713175 0.017009243999767935 -0.0085553288774754214 0.020461558504719198 -0.0094805656334016782 0.0087826157586059269 -0.010911037244111337 0.0012374467487619271 0.022557088182256591
leaf_weight=77 322 67 56 72 103 95 73 58 54 707 52 574 55
leaf_count=77 322 67 56 72 103 95 73 58 54 707 52 574 55
internal_value=0 -0.00568533 0.00526327 -0.00219425 0.00235075 0.00612985 0.00558349 0.00615097 0.00567942 0.00850245 0.00324757 0.00407128 0.00977919
internal_weight=0 144 2221 231 175 1990 1895 1822 1764 816 948 896 762
internal_count=2365 144 2221 231 175 1990 1895 1822 1764 816 948 896 762
is_linear=0
shrinkage=0.16829


Tree=3659
num_leaves=15
num_cat=0
split_feature=157 376 3 151 13 129 13 43 13 4 51 42 1209 157
split_gain=0.344297 0.560476 0.53347 0.666588 0.561654 0.487735 0.438866 0.610932 0.386877 0.53302 0.551169 0.469654 0.365681 0.245614
threshold=-0.0021849999999999994 0.086100000000000024 0.11924500000000002 -0.089309999999999987 -0.39067499999999994 -1.0000000180025095e-35 0.15578000000000003 -0.15429499999999996 -0.083739999999999995 -0.34140499999999996 -0.081684999999999994 0.086555000000000007 -0.079679999999999987 -0.084639999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 -5 7 -7 13 -10 -11 -12 -9 -1
right_child=1 -3 4 5 -6 6 -8 12 9 10 11 -13 -14 -15
leaf_value=0.011974707151244558 0.01920406385417462 -0.011515838708811111 0.0048007869244145601 -0.010477134941183667 -0.016868422291554632 -0.012860457651718293 0.016575275434491638 -0.0074978249597854726 0.0092639701065927518 -0.019258706126739803 0.0095148393735834027 -0.010863864723885589 0.0062431614591048788 -0.0019341423185941274
leaf_weight=89 103 58 76 54 61 52 100 57 63 81 59 70 1382 60
leaf_count=89 103 58 76 54 61 52 100 57 63 81 59 70 1382 60
internal_value=0 0.00476896 0.00527098 0.00606402 -0.00483443 0.00524018 0.00577477 0.00504919 -0.000530623 -0.00429899 -0.00837643 -0.00152945 0.00569762 0.00636177
internal_weight=0 1943 1885 1748 137 1645 1591 1491 422 273 210 129 1439 149
internal_count=2365 1943 1885 1748 137 1645 1591 1491 422 273 210 129 1439 149
is_linear=0
shrinkage=0.16829


Tree=3660
num_leaves=11
num_cat=0
split_feature=151 1 16 49 1208 1375 457 2 4 48
split_gain=0.790409 1.08904 0.60229 0.472102 0.432771 0.403973 0.440122 0.375527 0.287224 0.215073
threshold=-0.086224999999999982 0.08617000000000001 0.63113500000000011 -0.14811499999999997 1.0000000180025095e-35 -0.080114999999999978 0.085230000000000014 0.15855000000000002 0.40124500000000002 0.085890000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 8 -7 -3
right_child=2 9 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.0052538564173424465 -0.011280582822378191 -0.026844880157491442 -0.013739944240266597 -0.010567972651275695 0.017820468916588322 0.0042333521269848013 0.018074276339693232 0.01794485571858136 -0.0031905468184415392 -0.011524854507655648
leaf_weight=100 55 53 55 52 67 1631 65 53 162 52
leaf_count=100 55 53 55 52 67 1631 65 53 162 52
internal_value=0 -0.00730091 0.00363558 0.00409479 0.00451225 0.00405711 0.00445601 0.00397552 0.00356159 -0.0192749
internal_weight=0 205 2140 2085 2030 1963 1911 1846 1793 105
internal_count=2345 205 2140 2085 2030 1963 1911 1846 1793 105
is_linear=0
shrinkage=0.16829


Tree=3661
num_leaves=28
num_cat=0
split_feature=1 3 4 2 47 0 1 1 43 4 4 43 2 3 133 403 0 3 160 1 3 133 0 43 160 4 133
split_gain=24.089 5.38069 4.10669 3.6965 2.61896 1.76094 2.65957 2.47052 1.53669 1.25763 1.06955 1.04568 0.854479 0.785565 0.576812 1.00807 0.648793 0.505898 0.500505 0.901127 0.461968 0.461491 0.460552 0.381459 0.351538 0.261486 0.225699
threshold=0.10439500000000002 -0.055839999999999994 0.41181500000000004 0.094835000000000017 0.10589000000000001 -0.029554999999999994 0.093595000000000025 0.081925000000000012 -0.084674999999999986 0.054560000000000004 0.03851000000000001 -0.081799999999999984 0.10559 0.085315000000000016 0.08784500000000002 -0.11201999999999999 -0.079119999999999982 -0.097574999999999981 -1.0000000180025095e-35 0.13630500000000004 -0.082904999999999993 0.085785000000000014 -0.073574999999999988 -0.081694999999999976 -0.057984999999999988 0.26379000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 9 8 6 10 -7 -3 13 11 -5 -2 14 16 20 17 -1 -10 25 -16 -19 -12 -18 -17 -20 -13
right_child=1 4 -4 5 -6 7 -8 -9 18 -11 22 26 -14 -15 15 24 23 21 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0023211407321401417 0.0019929903442419245 0.00011448721530491313 0.00067830134343621097 0.0023010414865559823 0.0013629408072119702 0.00075905673783022653 0.00098350188456751723 0.0017123182818369618 0.00098962560202201476 0.0014938508724625854 0.0017071389013593968 0.001952429216695663 0.0014446386769080722 0.0015296738113216638 0.0018633345664315762 0.0018490015067392316 0.0015621142292279967 0.0019720590974891062 0.00066262775420496828 0.00028518548737807532 0.0022638108967593883 0.00227305049925625 0.0013135652867331171 0.0019192646750780056 0.0015211862856422803 0.00098143973136491651 0.0016832000653573111
leaf_weight=60 79 52 52 59 65 62 53 57 65 79 83 56 52 53 78 57 55 601 62 52 55 63 55 86 103 53 98
leaf_count=60 79 52 52 59 65 62 53 57 65 79 83 56 52 53 78 57 55 601 62 52 55 63 55 86 103 53 98
internal_value=0 0.00100549 0.00146399 0.00180423 0.000764972 0.00156984 0.00167399 0.00121596 0.000627989 0.00189924 0.00177815 0.00192545 0.00177559 0.00192565 0.00194375 0.0018158 0.00198704 0.00202728 0.000742932 0.000646703 0.00202921 0.00200067 0.00155054 0.0017802 0.00163819 0.000809865 0.00178133
internal_weight=0 532 183 1813 349 523 404 119 284 1290 351 213 131 1211 1158 293 865 724 232 167 133 664 138 141 160 115 154
internal_count=2345 532 183 1813 349 523 404 119 284 1290 351 213 131 1211 1158 293 865 724 232 167 133 664 138 141 160 115 154
is_linear=0
shrinkage=0.0032998


Tree=3662
num_leaves=13
num_cat=0
split_feature=40 11 2 479 2 150 3 2 3 484 3 3
split_gain=0.576495 0.549349 0.577893 0.380081 0.426317 0.69484 0.67381 0.54153 0.512059 0.671576 0.494435 0.310721
threshold=-0.083564999999999987 0.093740000000000018 -0.045829999999999989 0.085120000000000015 0.10161500000000002 1.0000000180025095e-35 0.077930000000000013 0.097625000000000003 -0.14265999999999998 0.085435000000000025 -0.15680499999999997 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 10 8 -4 -10 -6 -8
right_child=1 -3 3 -5 5 -7 11 -9 9 -11 -12 -13
leaf_value=-0.0092318315223824769 0.018957663107017617 -0.011158354391297417 -0.010859264823451393 0.016492900552694825 0.013656817877159876 -0.012892770646948231 0.0210594610317218 0.018586184294217972 0.0063518685297360459 -0.0057383017194559396 -0.0041652636465537886 0.0042925890036282265
leaf_weight=96 76 65 60 67 52 102 65 80 1186 146 289 61
leaf_count=96 76 65 60 67 52 102 65 80 1186 146 289 61
internal_value=0 0.00407969 0.00453402 0.00401315 0.0036026 -0.000306438 0.00243876 0.00511485 0.00433935 0.00502532 -0.00144226 0.0129564
internal_weight=0 2249 2184 2108 2041 569 467 1472 1392 1332 341 126
internal_count=2345 2249 2184 2108 2041 569 467 1472 1392 1332 341 126
is_linear=0
shrinkage=0.16829


Tree=3663
num_leaves=23
num_cat=0
split_feature=4 4 484 15 15 4 474 16 13 1 16 1447 12 124 12 1208 4 13 16 12 42 15
split_gain=0.479109 0.676185 0.67331 0.611431 0.662617 1.053 0.500776 0.829468 0.604108 0.551198 0.52261 0.578439 0.489627 0.604154 0.433039 0.33229 0.324367 0.263309 0.251248 0.20237 0.206102 0.0887938
threshold=-0.021399999999999995 -0.016339999999999997 0.091180000000000011 0.089050000000000004 -0.040804999999999994 0.076415000000000025 0.087530000000000011 -0.0048099999999999992 -0.07692499999999998 0.10024500000000001 -0.061784999999999993 -0.083449999999999983 -0.10236499999999998 -0.083859999999999976 0.083970000000000017 1.0000000180025095e-35 0.0015850000000000003 0.055020000000000006 0.21684500000000004 0.085495000000000015 -0.014374999999999997 0.084150000000000016
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=6 -2 3 4 12 14 7 10 -9 18 15 -12 -3 -14 -6 17 -15 19 -10 21 -21 -1
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 11 -13 13 16 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0039453538711553436 -0.018214805556854671 0.014184195928125245 0.014523108494471691 -0.017657997891533061 -0.0097894698970940348 0.027829917332935352 0.019166336238348246 0.0095750534943892778 -0.0064081376292208364 0.0041976461920399145 0.002813092245122468 0.024794964353464399 -0.01921350254932944 0.0050100353221616562 0.008759916658171293 0.017675893424353262 -0.0033472286440773846 -0.0056264945230676492 -0.019547570644939262 0.011496197735431217 0.0035009998109064924 -0.0056560504966899593
leaf_weight=55 52 54 101 52 57 62 70 90 96 90 54 92 56 183 95 57 467 68 73 181 186 54
leaf_count=55 52 54 101 52 57 62 70 90 96 90 54 92 56 183 95 57 467 68 73 181 186 54
internal_value=0 0.000545352 0.00141254 0.000120181 0.00107117 0.00934415 0.00535828 0.00447474 -0.0022946 -0.00642612 0.00763979 0.016677 -0.00125596 -0.00243948 0.00179208 0.00544141 -0.000991573 0.00415618 -0.0120944 0.00555748 0.00744903 -0.000794823
internal_weight=0 1179 1127 1026 974 214 1166 1096 349 259 747 146 760 706 152 601 650 544 169 476 367 109
internal_count=2345 1179 1127 1026 974 214 1166 1096 349 259 747 146 760 706 152 601 650 544 169 476 367 109
is_linear=0
shrinkage=0.16829


Tree=3664
num_leaves=12
num_cat=0
split_feature=49 16 14 4 16 151 1375 0 151 39 43
split_gain=0.455177 0.531031 0.648138 0.529165 0.427788 0.858831 0.325904 0.323226 0.307978 0.410223 0.350479
threshold=-0.15562499999999999 0.63113500000000011 -0.23960999999999996 0.30163500000000004 -0.4714549999999999 -0.030624999999999996 -0.092319999999999985 -0.15653499999999998 -0.085764999999999994 0.089130000000000015 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4 -8 10 -10 -9
right_child=1 -3 3 4 -6 -7 7 8 9 -11 -12
leaf_value=-0.012539134259777616 0.017541158452435309 -0.013671800371791635 -0.0094325127361112072 -0.016499873729092257 -0.018080747289618084 0.011264701765856438 0.015581508739180747 0.0054447205234478 0.0045994260976611875 -0.0077362556733621473 -0.011779855370192084
leaf_weight=56 86 54 54 55 57 74 64 59 1629 80 77
leaf_count=56 86 54 54 55 57 74 64 59 1629 80 77
internal_value=0 0.00281248 0.00321157 0.00263728 -0.00593821 -0.000558981 0.00345075 0.00381612 0.00340702 0.00402093 -0.00429422
internal_weight=0 2289 2235 2149 186 129 1963 1909 1845 1709 136
internal_count=2345 2289 2235 2149 186 129 1963 1909 1845 1709 136
is_linear=0
shrinkage=0.16829


Tree=3665
num_leaves=13
num_cat=0
split_feature=12 14 2 50 14 484 402 1213 1213 2 0 13
split_gain=0.789621 0.56759 0.540003 0.527333 0.65367 0.493655 0.459508 0.38549 0.424077 0.362684 0.339591 0.088359
threshold=-0.18401999999999999 -0.23083499999999998 -0.098699999999999982 0.10861000000000003 0.057600000000000005 -0.067754999999999996 -0.09849999999999999 0.084950000000000012 0.0026950000000000008 0.087525000000000006 -0.07854499999999999 -0.07692499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 10 8 -8 -9 -4 -7
right_child=1 2 3 5 -6 11 7 9 -10 -11 -12 -13
leaf_value=-0.018423823277649444 0.015826812896532021 -0.015130540172412924 -0.016682708414152401 -0.019304157258140692 -0.013310568885613151 -0.0062080718990392908 0.0043665749815879921 0.0025474241125833076 0.019681444713580402 -0.015536411706653784 0.001444839625930871 0.0026141210489304058
leaf_weight=54 83 53 53 58 68 52 1582 79 53 52 65 84
leaf_count=54 83 53 53 58 68 52 1582 79 53 52 65 84
internal_value=0 0.00216303 0.00164648 0.00206166 0.00289396 -0.00630348 0.00347979 0.00415979 0.00486412 -0.00461718 -0.00668197 -0.00074586
internal_weight=0 2282 2199 2146 1952 194 1884 1766 1635 131 118 136
internal_count=2336 2282 2199 2146 1952 194 1884 1766 1635 131 118 136
is_linear=0
shrinkage=0.16829


Tree=3666
num_leaves=18
num_cat=0
split_feature=1 1186 484 1 403 402 131 158 1 43 16 43 16 156 484 1 16
split_gain=0.654711 0.385317 0.397424 0.550535 0.385584 0.750141 0.356865 0.341541 0.361359 0.487408 0.340923 0.312868 0.28284 0.28563 0.168708 0.161189 0.0893025
threshold=0.14967500000000003 0.084100000000000022 0.079595000000000013 0.12835000000000002 -0.036909999999999991 0.090595000000000023 0.077860000000000013 -0.18217999999999998 0.10781 -0.37529499999999999 -0.066704999999999987 -0.053084999999999993 -0.011694999999999999 0.087825000000000014 0.090115000000000015 0.079415000000000013 -0.15796999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 10 -6 9 -9 -1 -10 15 14 -14 -4 -5
right_child=-2 -3 12 16 7 -7 -8 8 11 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.004704903686070662 -0.017085445561318677 -0.011825576539020105 0.021332092330440654 -0.0052740048199048737 -0.0099629586804792173 0.016606274512799456 0.0037875863715976679 -0.012828932425984806 0.0035808430411211271 0.0035420820481028253 -0.018481423114374517 0.016865643302793606 0.0055591192345007786 0.013442911654839079 -0.0078044193510642948 0.0081866378957515355 -0.014602830496696513
leaf_weight=214 53 57 55 61 52 52 98 54 97 1098 67 105 52 57 55 52 57
leaf_count=214 53 57 55 61 52 52 98 54 97 1098 67 105 52 57 55 52 57
internal_value=0 0.00183229 0.00218283 0.00134452 0.00206108 -0.00234014 -0.00494438 0.00341153 0.0039265 0.00277313 -0.00799609 0.0104952 0.00822377 0.00381754 -0.0012932 0.0149604 -0.00979553
internal_weight=0 2283 2226 1955 1837 431 379 1406 1354 1152 281 202 271 164 107 107 118
internal_count=2336 2283 2226 1955 1837 431 379 1406 1354 1152 281 202 271 164 107 107 118
is_linear=0
shrinkage=0.16829


Tree=3667
num_leaves=11
num_cat=0
split_feature=9 400 43 1447 49 9 1 3 447 49
split_gain=0.881991 0.47236 0.604997 0.390067 0.342403 0.627988 0.527746 0.676263 0.328148 0.346591
threshold=0.089995000000000006 1.0000000180025095e-35 -0.46848499999999998 -0.085709999999999995 -0.07107999999999999 -1.0000000180025095e-35 0.10915500000000002 -0.015259999999999998 0.085730000000000015 -0.015064999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 -5 9 -7
right_child=-2 -3 3 4 5 8 -8 -9 -10 -11
leaf_value=-0.016310822407524322 -0.020088867879778562 0.016799932060871495 0.011881584448334061 0.004090402452029988 -0.017564415954416528 -0.010249689617053536 -0.0068382139969099471 0.027001440694053278 0.012403261408547611 0.0010903644059380943
leaf_weight=54 54 57 102 99 53 80 53 58 69 1657
leaf_count=54 54 57 102 99 53 80 53 58 69 1657
internal_value=0 0.00166994 0.00128153 0.00171994 0.00121811 0.000489442 0.00766004 0.0125658 0.00102026 0.000567048
internal_weight=0 2282 2225 2171 2069 1859 210 157 1806 1737
internal_count=2336 2282 2225 2171 2069 1859 210 157 1806 1737
is_linear=0
shrinkage=0.16829


Tree=3668
num_leaves=25
num_cat=0
split_feature=4 12 13 43 12 4 15 15 12 41 0 4 4 13 133 51 0 0 0 16 16 43 12 42
split_gain=55.7324 20.9791 6.28757 4.59451 3.3801 1.98286 1.73683 1.72089 1.48883 1.37637 1.33437 1.31286 1.22169 1.0462 0.948779 0.858807 0.701894 0.619234 0.456679 0.366405 0.363782 0.210831 0.200979 0.18188
threshold=0.30163500000000004 0.054520000000000006 -0.28558999999999996 -0.013199999999999998 0.11769500000000001 -0.14538499999999996 -0.42443999999999993 -0.097499999999999989 0.092855000000000007 0.075585000000000013 -0.14032999999999998 -0.064534999999999995 0.59999500000000017 -0.009329999999999998 0.11193000000000002 0.095085000000000017 -0.11073999999999999 -0.091674999999999993 -0.070064999999999975 0.0060650000000000009 0.051380000000000002 -0.052219999999999996 0.097510000000000013 0.11497500000000001
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 2 -1 13 8 -5 12 -7 9 15 -8 14 -2 -4 18 16 -3 -13 -10 -18 21 -19 -22 -16
right_child=6 4 3 5 -6 7 10 -9 11 -11 -12 17 -14 -15 23 -17 19 20 -20 -21 22 -23 -24 -25
leaf_value=0.00013603877043839792 0.00067503928117080344 0.0016348250176247076 0.0011545438215139583 0.0021068751223754893 0.0013115813726166769 0.0017924218916183544 0.00023665496889962957 0.0010872582527286252 0.0023954700772531824 0.0025835844450675521 -0.00046743233391567885 0.0013583687949836319 3.7067477066720176e-05 0.00060385103343545956 0.0016410552844954068 0.0024212036197191812 0.0020616026582427633 0.0020471178502557328 0.0020085232760682268 0.0018735082053805312 0.0014761038280156338 0.0017470936101981259 0.0017695245239693822 0.0019230262660399986
leaf_weight=59 77 52 70 62 84 69 54 84 69 53 64 52 57 82 52 60 761 55 68 138 53 53 54 54
leaf_count=59 77 52 70 62 84 69 54 84 69 53 64 52 57 82 52 60 761 55 68 138 53 53 54 54
internal_value=0 0.00178991 0.00113655 0.0012973 0.00195776 0.00160792 0.000146785 0.0014055 0.00199222 0.00206276 -0.000144924 0.00184498 0.000403926 0.000857691 0.0020212 0.00203542 0.00201105 0.00168446 0.00220367 0.00203277 0.00176317 0.00190021 0.00162451 0.00178503
internal_weight=0 2084 426 367 1658 215 252 153 1574 1064 118 510 134 152 243 1011 951 267 137 899 215 108 107 106
internal_count=2336 2084 426 367 1658 215 252 153 1574 1064 118 510 134 152 243 1011 951 267 137 899 215 108 107 106
is_linear=0
shrinkage=0.0032998


Tree=3669
num_leaves=10
num_cat=0
split_feature=3 14 11 3 3 3 1 16 457
split_gain=0.66278 0.531405 0.740916 0.455219 0.34681 0.297831 0.365011 0.449099 0.345675
threshold=0.31400500000000003 -0.24175999999999997 0.085630000000000026 -0.15836499999999998 -0.14070999999999997 0.12991000000000003 0.10892500000000001 -0.41574999999999995 0.0033050000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 8 -8 -6
right_child=-2 2 -4 4 5 -7 7 -9 -10
leaf_value=0.017172396087323013 -0.012381221612267217 0.015635993725429457 -0.012574160273196701 -0.011030470331064225 0.0024787859436677718 0.013593969165244657 0.0072320413875131473 -0.01020720049637166 0.010589890918496641
leaf_weight=71 84 78 90 52 1535 71 62 128 165
leaf_count=71 84 78 90 52 1535 71 62 128 165
internal_value=0 0.00284036 0.00237297 0.00301718 0.00252733 0.00288776 0.00248462 -0.00450704 0.0032671
internal_weight=0 2252 2181 2091 2013 1961 1890 190 1700
internal_count=2336 2252 2181 2091 2013 1961 1890 190 1700
is_linear=0
shrinkage=0.16829


Tree=3670
num_leaves=17
num_cat=0
split_feature=106 42 41 0 159 16 0 48 403 42 2 0 1 2 43 129
split_gain=0.965979 0.664444 0.519794 0.490179 0.751385 0.66417 0.4371 0.44241 0.434912 0.385827 0.488573 0.386444 0.327739 0.201679 0.1618 0.111354
threshold=1.0000000180025095e-35 -0.096284999999999982 0.07831500000000001 -0.10120999999999998 0.094830000000000012 -0.0081349999999999981 -0.11242999999999999 0.096030000000000018 -0.53317999999999988 0.093985000000000013 -1.0000000180025095e-35 -0.048199999999999993 0.10098000000000001 0.10444500000000002 -0.073404999999999984 0.083905000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 6 7 -3 -5 10 -10 13 -12 -11 15 -1
right_child=-2 2 -4 8 -6 -7 -8 -9 9 11 12 -13 -14 -15 -16 -17
leaf_value=0.011402254557492114 0.024733576580886419 0.0036290827453767257 0.013707970610125389 -0.011572298072634227 0.014783763456563294 -0.02368458571984822 -0.017367775786623692 -0.014037599531376966 -0.013653619960695232 0.0087989816790567492 0.0014085601301798141 0.021036832611456377 0.0091689629444907904 -0.0016892938935649257 0.0057107934573315212 0.022077394651853675
leaf_weight=59 58 176 101 59 52 56 53 52 55 172 1045 57 181 74 61 54
leaf_count=59 58 176 101 59 52 56 53 52 55 172 1045 57 181 74 61 54
internal_value=0 0.00273914 0.00192242 0.00133574 -0.00403422 -0.00694321 -0.00360046 -0.000392281 0.00260823 0.00313756 0.00185838 0.00853966 0.00255573 0.00563667 0.0127406 0.0165195
internal_weight=0 2307 2133 2032 389 337 281 228 1643 1584 1281 303 1226 246 174 113
internal_count=2365 2307 2133 2032 389 337 281 228 1643 1584 1281 303 1226 246 174 113
is_linear=0
shrinkage=0.16829


Tree=3671
num_leaves=12
num_cat=0
split_feature=106 1456 51 49 2 16 3 48 2 48 1
split_gain=0.668121 0.464635 0.678269 0.43718 0.441027 0.464862 0.399209 0.436949 0.35174 0.324988 0.240062
threshold=1.0000000180025095e-35 0.089050000000000004 -0.40771999999999992 0.15638000000000005 0.12901000000000004 -0.4058199999999999 0.10323000000000002 0.10697000000000002 0.10575500000000002 0.093265000000000015 0.12864500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 9 -8 -4 -7
right_child=-2 -3 3 -5 5 10 8 -9 -10 -11 -12
leaf_value=0.019208332946202583 0.020571168777989528 -0.0090561293037192663 0.0026026682296421636 -0.012552482639485812 -0.0018411785516327423 0.0081459769891695216 -0.017799877333700122 0.01771494245835949 0.0011391923202848228 -0.007565812621076049 0.02350275241281715
leaf_weight=69 58 98 1654 55 56 52 53 52 58 94 66
leaf_count=69 58 98 1654 55 56 52 53 52 58 94 66
internal_value=0 0.00227856 0.00278223 0.00225176 0.00264314 0.0107567 0.00190345 0.00250822 -0.0078876 0.00205482 0.0167506
internal_weight=0 2307 2209 2140 2085 174 1911 1800 111 1748 118
internal_count=2365 2307 2209 2140 2085 174 1911 1800 111 1748 118
is_linear=0
shrinkage=0.16829


Tree=3672
num_leaves=17
num_cat=0
split_feature=52 52 48 3 42 2 3 2 13 157 52 12 15 16 12 42
split_gain=0.452859 1.26557 0.927645 0.812221 0.446528 0.331101 0.755282 0.465299 0.505603 0.430932 0.45977 0.326 0.274874 0.312982 0.252669 0.105971
threshold=0.14564000000000002 0.12371000000000001 0.088580000000000006 -0.13088999999999998 0.082115000000000007 0.15518000000000001 0.30112000000000005 0.092365000000000017 0.097175000000000025 -0.071119999999999989 -0.42890999999999996 0.088465000000000002 -0.040504999999999992 0.0039400000000000008 0.094085000000000016 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 -2 6 7 8 14 -9 -11 -6 -1 -14 -5 -13
right_child=2 -3 -4 5 11 -7 -8 9 -10 10 -12 15 13 -15 -16 -17
leaf_value=0.0024447234018413122 -0.010329782304728422 0.02860729059760185 -0.023974926213464871 0.0017906316533696867 0.015782095578570767 0.014169332408015843 -0.01831985957304999 -0.016899989021601634 0.0196369945939803 0.011655582789118714 -0.0032512735405936747 -0.00462903936922846 0.024448067829556001 0.0092217064909730726 0.01019420496516505 0.0049833935846952506
leaf_weight=59 77 54 53 994 55 55 56 54 52 69 388 63 69 87 113 67
leaf_count=59 77 54 53 994 55 55 56 54 52 69 388 63 69 87 113 67
internal_value=0 0.0031823 -0.00366918 0.00249355 0.000431616 0.00131291 0.000902194 0.00154784 0.00341376 -0.00268074 -0.000996635 0.0049204 0.0122653 0.015968 0.00265007 0.000311241
internal_weight=0 2050 315 1996 262 1781 1726 1670 1159 511 457 185 215 156 1107 130
internal_count=2365 2050 315 1996 262 1781 1726 1670 1159 511 457 185 215 156 1107 130
is_linear=0
shrinkage=0.16829


Tree=3673
num_leaves=11
num_cat=0
split_feature=9 42 49 1456 10 1 39 1186 130 1
split_gain=0.4174 0.40552 0.355762 0.401223 0.397918 1.18458 0.448222 0.430657 0.107307 0.0099956
threshold=-0.079919999999999977 -0.096284999999999982 0.15638000000000005 0.089050000000000004 -0.014199999999999999 0.13368000000000005 0.096325000000000008 0.068350000000000008 0.078550000000000023 0.14310500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 7 -6 -2 -7
right_child=1 2 -4 -5 5 9 -8 -9 -10 -11
leaf_value=0.01599121616975856 0.0045070071479731705 -0.011981362223646517 -0.012718466088117079 -0.0095589955363637839 0.0011293271848538771 0.017710686308303941 -0.014085926468040267 0.015756421969493263 0.012992635254823578 0.021379452089540389
leaf_weight=58 75 58 53 93 1712 53 53 59 99 52
leaf_count=58 75 58 53 93 1712 53 53 59 99 52
internal_value=0 0.00153229 0.000894093 0.00124182 0.00174824 0.00216199 0.00116035 0.00161764 0.00934536 0.0195447
internal_weight=0 2307 2133 2080 1987 1929 1824 1771 174 105
internal_count=2365 2307 2133 2080 1987 1929 1824 1771 174 105
is_linear=0
shrinkage=0.16829


Tree=3674
num_leaves=20
num_cat=0
split_feature=4 13 39 2 4 2 133 2 150 160 1429 16 157 11 52 52 158 4 52
split_gain=39.0298 12.6612 8.16654 2.64155 1.33156 1.20269 1.08932 1.27015 1.03588 1.06254 0.92847 0.858944 0.78544 0.81941 0.599191 1.38406 0.470795 0.256804 0.167673
threshold=0.30163500000000004 -0.28558999999999996 0.081875000000000017 0.12051500000000002 -0.082184999999999994 0.095935000000000006 0.085650000000000018 0.097070000000000004 0.082295000000000021 -0.075414999999999982 0.085625000000000021 -0.088504999999999986 -0.0091799999999999989 0.074925000000000005 0.026115000000000003 -0.14765999999999999 -0.22818499999999997 0.50230500000000011 0.13248000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 10 7 -4 9 -2 16 -3 -13 -14 15 -7 -6 -11 -16
right_child=8 2 6 -5 5 14 -8 -9 -10 17 -12 12 13 -15 18 -17 -18 -19 -20
leaf_value=0.00024310742703992824 0.00047983133163605993 0.0022094272202396615 0.0015047132923959043 0.0011536820226239316 0.00145980094629992 0.0016995062569490353 0.00057017076288079721 0.00077326209352286397 0.00062782712792310317 -0.00021262503817510308 0.0013090429488036186 0.002168526181988574 0.0018350501065961602 0.0013847498424622139 0.0017749539947537053 0.0010188087414878882 0.0017777546249229115 8.1016457511835611e-05 0.0015361234660943766
leaf_weight=72 64 78 52 88 55 60 57 52 59 54 53 63 282 53 61 72 932 81 77
leaf_count=72 64 78 52 88 55 60 57 52 59 54 53 63 282 53 61 72 932 81 77
internal_value=0 0.00160358 0.0016517 0.001713 0.00174053 0.00168597 0.000938043 0.00113933 0.00024367 0.000129597 0.00173712 0.00189062 0.00182805 0.00176391 0.00148883 0.00132848 0.00176007 -3.61792e-05 0.00164195
internal_weight=0 2107 2035 1874 1786 1310 161 104 258 199 1040 476 398 335 270 132 987 135 138
internal_count=2365 2107 2035 1874 1786 1310 161 104 258 199 1040 476 398 335 270 132 987 135 138
is_linear=0
shrinkage=0.0032998


Tree=3675
num_leaves=12
num_cat=0
split_feature=14 43 151 1213 43 10 51 150 4 16 4
split_gain=1.03937 0.820962 0.469862 0.423656 0.396591 0.46063 0.386241 0.549595 0.361069 0.310566 0.700153
threshold=-0.31058999999999998 -0.50504499999999986 -0.35113999999999995 0.15253500000000003 -0.00076499999999999995 -1.0000000180025095e-35 0.12016500000000001 0.08926000000000002 0.0082450000000000006 -0.48186499999999993 0.005935000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -6 -7 -11
right_child=1 2 3 -5 6 9 -8 -9 -10 10 -12
leaf_value=-0.017631168788416585 0.024387504023637235 0.01849867407157384 -0.01262340639130871 0.016918409053945642 0.00329109791310305 0.012545239865964349 0.018881787372845904 -0.0090843850376156384 0.012226999934752182 0.0024679610259375293 -0.0082269952804070526
leaf_weight=68 52 54 72 57 441 65 55 78 181 993 210
leaf_count=68 52 54 72 57 441 65 55 78 181 993 210
internal_value=0 0.00348209 0.00298849 0.00259846 0.00220799 0.000468489 0.00529295 0.00422268 0.00589431 0.00121329 0.000599518
internal_weight=0 2258 2206 2152 2095 1340 755 700 622 1268 1203
internal_count=2326 2258 2206 2152 2095 1340 755 700 622 1268 1203
is_linear=0
shrinkage=0.16829


Tree=3676
num_leaves=24
num_cat=0
split_feature=1 1 123 2 15 49 123 2 403 3 49 2 157 43 49 474 1212 52 1 403 2 52 42
split_gain=16.9296 3.60032 3.1164 2.91495 1.86206 1.60343 1.40613 0.862955 0.839514 0.828669 0.653119 0.63499 0.741048 0.847294 0.6968 0.717407 0.607334 0.458794 0.36453 0.359525 0.252009 0.422383 0.103565
threshold=0.11663000000000003 0.15022500000000003 0.087755000000000014 0.10272000000000002 -0.080944999999999989 0.079765000000000016 1.0000000180025095e-35 0.13574000000000003 -0.085464999999999985 0.092330000000000009 0.10877000000000002 0.090115000000000015 -0.0091799999999999989 -0.012534999999999999 0.08734500000000002 0.085020000000000012 0.087685000000000013 0.091275000000000009 0.12419000000000001 -0.14032999999999998 0.11668500000000002 -0.080064999999999983 0.086355000000000015
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 7 6 5 -5 8 18 16 11 20 14 -13 -14 15 -10 17 19 -2 22 21 -6 -1
right_child=1 -3 -4 4 10 -7 -8 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0016073486508271226 0.0010011690288589409 -0.00016708536887145945 0.00020680545610189929 0.0005784942283040839 0.0013535893567373915 0.0012930611439149347 0.0010591749245989254 0.00069572163595320899 0.0016623447206475625 0.001235501592538739 0.001060139027823674 0.0018215422178301157 0.0015740342060473441 0.0011900454043734397 0.0019272124398026565 0.0013308605012150505 0.0011224289504269168 0.0017434990499607024 0.0013767795040454899 0.0011943535357339875 0.0012667266725616977 0.0016769888495828922 0.0014010526049190917
leaf_weight=59 56 52 71 74 91 64 66 57 659 68 59 59 147 111 96 81 69 55 59 64 63 89 57
leaf_count=59 56 52 71 74 91 64 66 57 659 68 59 59 147 111 96 81 69 55 59 64 63 89 57
internal_value=0 0.000620396 0.000789055 0.00146658 0.00122846 0.000910143 0.00153241 0.0010292 0.00155287 0.00159171 0.0013738 0.00161268 0.00148587 0.00140897 0.00166073 0.00162611 0.00139675 0.00147715 0.00119418 0.00139557 0.00144981 0.00151369 0.00150628
internal_weight=0 295 243 2031 440 138 1591 172 1525 1221 302 1153 317 258 836 740 304 235 115 180 243 180 116
internal_count=2326 295 243 2031 440 138 1591 172 1525 1221 302 1153 317 258 836 740 304 235 115 180 243 180 116
is_linear=0
shrinkage=0.0032998


Tree=3677
num_leaves=20
num_cat=0
split_feature=1 3 0 4 2 1 41 3 0 16 131 48 4 52 51 51 1447 133 3
split_gain=1.05377 0.750997 0.656514 0.525573 0.441535 0.953828 0.837367 0.676434 0.457852 0.432687 0.616484 0.426556 0.39541 0.394221 0.371627 0.518603 0.342759 0.313409 0.154726
threshold=0.15022500000000003 0.097710000000000005 -0.14151499999999997 -0.49269499999999994 0.080060000000000006 0.077300000000000021 0.075585000000000013 -0.07385499999999999 -0.049024999999999992 -0.0098949999999999975 0.087580000000000005 0.078910000000000022 -0.011809999999999999 -0.014149999999999998 -0.26625499999999996 -0.085504999999999984 -0.085024999999999989 0.037060000000000003 -0.075404999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 14 7 -7 9 12 -11 -9 17 -4 -6 -16 -17 -5 -14
right_child=-2 2 13 4 5 6 -8 11 -10 10 -12 -13 18 -15 15 16 -18 -19 -20
leaf_value=0.015395895939867666 -0.020215418114620225 0.024897664730800954 -0.0030017352170204925 0.014418939008832421 -0.010529561004971896 -0.026795119426528111 0.0096192177445910514 -0.016461006345383632 -0.0069614845696415661 0.027572077992919348 0.0056985947760289203 0.00095449148374968573 0.003333099205346668 0.015931613106506357 0.015582859383684224 -0.0093801626977415477 0.0034363982478405365 0.00065395062057813579 -0.0089465652495427598
leaf_weight=93 52 86 67 129 54 66 62 70 62 69 78 92 57 58 96 63 939 74 59
leaf_count=93 52 86 67 129 54 66 62 70 62 69 78 92 57 58 96 63 939 74 59
internal_value=0 0.00400866 0.013574 0.00302946 0.00244475 0.000918756 -0.00770602 -0.0124252 0.00660894 0.0084183 0.015978 -0.00655963 0.00492906 0.00576897 0.00309148 0.00376301 0.00262877 0.00941001 -0.0028971
internal_weight=0 2274 211 2063 1970 1442 290 228 528 466 147 162 319 125 1152 1098 1002 203 116
internal_count=2326 2274 211 2063 1970 1442 290 228 528 466 147 162 319 125 1152 1098 1002 203 116
is_linear=0
shrinkage=0.16829


Tree=3678
num_leaves=12
num_cat=0
split_feature=2 457 4 12 12 1374 4 150 13 2 34
split_gain=0.735143 0.564149 0.414284 0.670309 0.46462 0.441311 0.521769 0.338547 0.482534 0.323801 0.297143
threshold=0.17576500000000003 0.095565000000000025 -0.17689999999999997 0.11999500000000002 0.095330000000000012 0.086000000000000007 -0.13833499999999996 0.088985000000000009 -0.082264999999999991 0.096930000000000016 -0.010024999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 9 6 -4 10 -9 -1 -8
right_child=-2 -3 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=0.0059192469229312171 -0.016895756501423425 0.01769401337566185 -0.013920282410814219 0.018959093723896005 -0.0019823409994450558 0.015918143182033436 -0.0097023020784734477 -0.018753848965505717 0.0034244556827862844 0.023254796433175635 0.0026495106599454987
leaf_weight=52 52 75 63 65 58 59 57 54 57 75 1659
leaf_count=52 52 75 63 65 58 59 57 54 57 75 1659
internal_value=0 0.00333646 0.00284596 0.00214475 0.0104699 0.00158306 0.00113461 0.00165473 -0.0073488 0.0161709 0.00223818
internal_weight=0 2274 2199 2014 185 1949 1890 1827 111 127 1716
internal_count=2326 2274 2199 2014 185 1949 1890 1827 111 127 1716
is_linear=0
shrinkage=0.16829


Tree=3679
num_leaves=13
num_cat=0
split_feature=1 1 43 0 2 1213 403 3 43 1 42 2
split_gain=0.661711 0.704818 0.604526 0.414931 0.438628 0.344384 0.289894 0.913942 0.726402 0.378668 0.435843 0.229288
threshold=0.15022500000000003 0.13840500000000003 -0.50504499999999986 -0.18901999999999997 0.097070000000000004 0.12389500000000002 -0.085464999999999985 -0.081814999999999985 -0.023454999999999997 0.10947000000000001 0.087075000000000014 0.090115000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 -5 11 -11 -8
right_child=-2 -3 3 5 -6 -7 9 -9 -10 10 -12 -13
leaf_value=0.02028265061585122 -0.016367360048841102 0.021145562835002681 0 -0.0017566972593572056 0.020438892803878696 0.013125418396521451 0.0048552180470705286 0.0096531360490744716 -0.021969765167406913 -0.0099992571637577774 0.0037296382786649912 0.00052702893887142182
leaf_weight=52 52 58 53 122 68 68 775 97 86 150 116 629
leaf_count=52 52 58 53 122 68 68 775 97 86 150 116 629
internal_value=0 0.00282817 0.00234793 0.00191614 0.0114936 0.00134802 0.000941611 -0.00382742 -0.0101227 0.00181368 -0.00400547 0.00291744
internal_weight=0 2274 2216 2164 121 2043 1975 305 208 1670 266 1404
internal_count=2326 2274 2216 2164 121 2043 1975 305 208 1670 266 1404
is_linear=0
shrinkage=0.16829


Tree=3680
num_leaves=10
num_cat=0
split_feature=40 14 40 0 480 51 160 1374 0
split_gain=0.68914 0.641775 0.45573 0.438604 0.384151 0.326077 0.505777 0.394583 0.381357
threshold=-0.099059999999999995 -0.2523999999999999 -0.083039999999999989 -0.23211999999999997 -0.073629999999999987 0.10614000000000001 -1.0000000180025095e-35 0.086000000000000007 -0.16242999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 8 -6
right_child=1 2 3 4 5 6 -8 -9 -10
leaf_value=0.020456741688644933 -0.013848985352771839 -0.014017040305351195 -0.012923212181921313 -0.010673823822675567 -0.009620021202674774 0.0011141301005085644 0.020064141014754035 0.015993752406159734 0.0020496512128831824
leaf_weight=52 81 53 56 64 83 87 74 55 1764
leaf_count=52 81 53 56 64 83 87 74 55 1764
internal_value=0 0.000864638 0.00139845 0.00177354 0.00216132 0.00256037 0.00983523 0.00194363 0.00152427
internal_weight=0 2317 2236 2183 2127 2063 161 1902 1847
internal_count=2369 2317 2236 2183 2127 2063 161 1902 1847
is_linear=0
shrinkage=0.16829


Tree=3681
num_leaves=16
num_cat=0
split_feature=14 124 13 456 16 15 16 49 3 13 49 16 1 480 13
split_gain=0.470001 0.652374 0.54286 0.40636 0.450924 1.0392 0.878681 0.767574 0.593891 0.375359 0.372416 0.362368 0.333941 0.283773 0.209916
threshold=-0.2523999999999999 -0.087944999999999982 -0.48634999999999995 0.077935000000000018 -0.011859999999999997 -0.066639999999999991 0.51222500000000004 0.0083400000000000019 0.13524500000000003 -0.085854999999999987 0.10817500000000001 0.38845000000000002 0.10296000000000001 0.08598500000000002 -0.080724999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 11 7 -7 10 -5 13 14 -8 -4 -6
right_child=1 2 3 9 5 6 12 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.011518342587655399 0.020160253373332361 0.017919998643537098 0.0013418633178638104 -0.00035599542539054029 -0.0067998452396021633 -0.0079749158283024812 -0.0035215092600617919 -0.028504481757779764 -0.015064663838518058 0.015946061795909058 0.016593793742020448 0.016435756637566419 0.01517628954253762 0.01166174168132544 0.0068302923812889318
leaf_weight=81 52 53 1119 71 52 338 53 61 56 91 52 71 55 81 83
leaf_count=81 52 53 1119 71 52 338 53 61 56 91 52 71 55 81 83
internal_value=0 0.00152401 0.0010898 0.000680367 2.94034e-05 -0.00337444 -0.00747147 -0.011118 0.00188624 0.00879024 0.00264586 0.0067003 0.00598388 0.00203995 0.00156686
internal_weight=0 2288 2236 2183 2021 713 507 399 1308 162 1252 206 108 1200 135
internal_count=2369 2288 2236 2183 2021 713 507 399 1308 162 1252 206 108 1200 135
is_linear=0
shrinkage=0.16829


Tree=3682
num_leaves=27
num_cat=0
split_feature=2 12 2 2 12 49 52 2 52 52 52 157 0 52 52 42 51 12 48 12 3 2 50 2 3 52
split_gain=15.0155 7.05529 2.22742 2.87102 1.5596 1.50278 1.24394 1.0299 0.976309 0.721594 0.608798 0.797964 0.576834 0.524978 0.458698 0.434071 0.417584 0.657307 0.410508 0.408997 0.395026 0.351044 0.345133 0.325193 0.366045 0.322633
threshold=0.13443000000000002 0.054520000000000006 -1.0000000180025095e-35 0.092235000000000025 0.09334000000000002 0.11151500000000002 0.024560000000000002 0.14870000000000003 -0.069034999999999985 0.11614000000000001 -0.54313499999999992 -1.0000000180025095e-35 -0.11796999999999999 0.061255000000000011 -1.0000000180025095e-35 0.098175000000000012 -0.090859999999999982 0.083570000000000019 0.084260000000000015 0.088365000000000013 -0.085499999999999979 -0.045829999999999989 0.089685000000000015 0.09742000000000002 -0.077544999999999989 -0.24264499999999997
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 2 21 12 9 7 8 -2 18 15 -6 -12 -4 14 25 16 -3 -18 -5 -11 -19 -1 -16 24 -15 -13
right_child=5 4 3 6 10 -7 -8 -9 -10 19 11 13 -14 23 22 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00080631097174377602 0.00051709698873776829 0.001331017014123649 0.0013602884692202604 0.00085339915600059679 0.0016854533539462934 0.00087873359420302601 0.0013548048605339332 -5.9336484032148153e-05 0.00058939195628372959 0.0011229338209972702 0.00091834862483092966 0.0012197327968634418 0.0018106469183415761 0.0015613453665842471 0.0010296199182439161 0.0018822842132380636 0.0019341891326203659 0.0014887924385736319 0.0012513084752594167 0.0014834307969551436 0.0016417060327715716 0.00043745010038796393 0.0013538159124324711 0.001655829266956098 0.0011954299797512498 0.0015733712182741852
leaf_weight=60 65 74 69 60 52 52 68 70 94 59 52 52 58 60 105 53 58 370 55 86 385 54 56 75 62 65
leaf_count=60 65 74 69 60 52 52 68 70 94 59 52 52 58 60 105 53 58 370 55 86 385 54 56 75 62 65
internal_value=0 0.00137645 0.00103992 0.00115497 0.00148119 0.000401882 0.000966286 0.000217945 0.000839709 0.0015552 0.00134246 0.00130855 0.00156624 0.00135119 0.001258 0.00158882 0.00157124 0.00159307 0.00104401 0.00133699 0.00156681 0.000631896 0.0011426 0.00148251 0.00137568 0.0014165
internal_weight=0 2182 518 404 1664 187 277 135 209 1085 579 527 127 475 278 940 887 813 115 145 755 114 161 197 122 117
internal_count=2369 2182 518 404 1664 187 277 135 209 1085 579 527 127 475 278 940 887 813 115 145 755 114 161 197 122 117
is_linear=0
shrinkage=0.0032998


Tree=3683
num_leaves=12
num_cat=0
split_feature=40 40 0 0 15 160 160 0 160 3 42
split_gain=0.443985 0.39947 0.402757 0.422341 0.424868 0.341924 0.458316 0.445661 0.405305 0.311638 0.207274
threshold=-0.099059999999999995 -0.083039999999999989 0.12411500000000002 -0.23211999999999997 0.12730000000000002 -0.24191499999999996 -0.082244999999999985 -0.082594999999999988 -0.019794999999999997 -0.085824999999999985 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 7 -7 -8 -5 -11
right_child=1 2 -4 4 -6 6 8 -9 -10 10 -12
leaf_value=0.017341747334864228 -0.012686899505775395 -0.011405785829384301 -0.009546212433734309 -0.0154823997658521 0.01675687459346635 0.0059175638891913809 -0.0053929400421289467 0.02342228547969499 0.0030461194536052106 -0.0083397541529094364 0.0048580221825549556
leaf_weight=52 54 61 83 52 60 166 181 55 1463 55 87
leaf_count=52 54 61 83 52 60 166 181 55 1463 55 87
internal_value=0 0.00161347 0.0019555 0.00239423 0.00279234 0.00238454 0.00308455 0.0102821 0.00211591 -0.00433569 -0.000241141
internal_weight=0 2317 2263 2180 2119 2059 1865 221 1644 194 142
internal_count=2369 2317 2263 2180 2119 2059 1865 221 1644 194 142
is_linear=0
shrinkage=0.16829


Tree=3684
num_leaves=13
num_cat=0
split_feature=2 1 456 51 51 1 130 11 11 1375 1 1
split_gain=0.504931 0.57196 0.33898 0.370664 0.431496 1.14322 0.360753 0.423078 0.831675 0.284091 0.20003 0.145482
threshold=0.14461000000000004 0.13368000000000005 0.077935000000000018 0.10736500000000002 0.078435000000000019 0.073870000000000005 -0.083084999999999992 0.092630000000000018 1.0000000180025095e-35 0.083585000000000007 0.08592000000000001 0.13869000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 -8 -4 -5 -2
right_child=11 -3 9 10 5 -7 7 -9 -10 -11 -12 -13
leaf_value=0.014540039938686246 -0.0036834985925323313 0.01558128560700772 0.015532780629220028 0.0042905762956489757 0.0090148712091025398 -0.019372392326185546 0.00045792462589801973 -0.013987165740729304 0.018969419039242739 0.00095914468829657782 0.017521263916275006 -0.015467933003937109
leaf_weight=56 67 87 88 82 68 98 1523 53 72 67 54 54
leaf_count=56 67 87 88 82 68 98 1523 53 72 67 54 54
internal_value=0 0.00220024 0.0016607 0.00107379 0.000455857 -0.00773305 0.00125466 0.000802122 0.00129468 0.0092448 0.00955715 -0.00895752
internal_weight=0 2248 2161 2006 1870 166 1704 1648 1595 155 136 121
internal_count=2369 2248 2161 2006 1870 166 1704 1648 1595 155 136 121
is_linear=0
shrinkage=0.16829


Tree=3685
num_leaves=24
num_cat=0
split_feature=4 3 3 3 2 3 52 52 3 4 3 13 4 47 0 0 2 3 4 400 133 2 3
split_gain=38.331 14.0474 4.03135 2.36773 1.7358 1.92469 1.66262 1.3081 1.83419 0.993175 2.69616 0.892404 0.853181 0.705961 0.576972 0.926612 0.609344 0.569429 0.567625 0.359416 0.505883 0.277225 0.121429
threshold=0.30163500000000004 -0.059629999999999996 0.20828500000000003 -0.0035149999999999995 0.10124000000000001 -0.14162499999999997 -0.037619999999999994 -0.53937999999999986 -0.090624999999999997 -0.071794999999999984 0.094285000000000008 -1.0000000180025095e-35 -0.0063999999999999986 0.092165000000000011 -0.085669999999999982 -0.089044999999999985 0.08826500000000001 0.0037100000000000002 -0.0025749999999999996 -0.064794999999999978 -0.10298999999999998 0.08486500000000001 -0.029309999999999996
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=1 4 3 6 5 -1 -3 -6 -9 -5 -11 17 -10 14 15 16 -7 -2 -15 -16 -21 -17 -13
right_child=11 2 -4 9 7 13 -8 8 12 10 -12 22 -14 18 19 21 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0021623259616929142 0.00017243360421323554 0.00057013120572825668 0.00020407572022220814 0.0016450599505538866 0.0018226173456202103 0.0017739066645714166 0.0011640301547399753 0.00073672883919078161 0.0017480792776101281 0.0015741809925014793 0.00066141608955968038 0.00026708740115013123 0.0012117588906746389 0.0016310054153121103 0.0018534876903138842 0.00205004147197558 0.0014027449472304883 -0.00023388365834749988 0.0011772335583866227 0.0013043101795386467 0.0016358196445023759 0.0018081325129394583 0.00049487398858763076
leaf_weight=91 81 103 59 83 59 124 103 53 62 84 61 52 69 67 74 117 81 70 56 56 591 100 52
leaf_count=91 81 103 59 83 59 124 103 53 62 84 61 52 69 67 74 117 81 70 56 56 591 100 52
internal_value=0 0.0015013 0.0010141 0.00112414 0.00165139 0.00169751 0.000867252 0.00139374 0.00125603 0.00135609 0.00119043 0.000146088 0.00146586 0.00166407 0.00168979 0.00178758 0.00162742 -1.56921e-05 0.0014247 0.00163251 0.00160718 0.00193873 0.000381319
internal_weight=0 2093 493 434 1600 1357 206 243 184 228 145 255 131 1266 1143 422 205 151 123 721 647 217 104
internal_count=2348 2093 493 434 1600 1357 206 243 184 228 145 255 131 1266 1143 422 205 151 123 721 647 217 104
is_linear=0
shrinkage=0.0032998


Tree=3686
num_leaves=10
num_cat=0
split_feature=149 3 16 10 481 484 13 16 2
split_gain=0.797037 0.806562 0.666661 0.508401 0.471642 0.536887 0.44435 0.780426 0.286043
threshold=0.079625000000000015 -0.24190499999999995 -0.53870999999999991 -0.074314999999999978 -0.085749999999999979 0.099320000000000006 0.039845000000000012 0.23993500000000004 -0.017044999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 -8 -6
right_child=-2 2 3 4 5 -7 7 -9 -10
leaf_value=0.022539706084949276 0.022194053219911067 -0.015481708805771516 0.017625166102224032 0.013124943647548971 0.013653997577598114 -0.010731332315468044 9.0999650306177872e-05 -0.022606801240902866 0.0024209511751148291
leaf_weight=54 58 62 59 99 67 101 208 54 1586
leaf_count=54 58 62 59 99 67 101 208 54 1586
internal_value=0 0.00221348 0.00172179 0.00221324 0.00178246 0.00122457 0.00185609 -0.00458032 0.00287734
internal_weight=0 2290 2236 2174 2115 2016 1915 262 1653
internal_count=2348 2290 2236 2174 2115 2016 1915 262 1653
is_linear=0
shrinkage=0.16829


Tree=3687
num_leaves=14
num_cat=0
split_feature=3 447 151 1 12 40 12 12 4 0 3 0 0
split_gain=0.530691 0.421077 0.604004 0.435415 0.662247 0.398712 0.529502 0.453454 0.341886 0.491304 0.331457 0.378397 0.321821
threshold=-0.24190499999999995 0.089095000000000021 0.084990000000000024 0.096325000000000008 -0.10853999999999998 -0.080684999999999993 -1.0000000180025095e-35 0.10695000000000002 -0.15333499999999997 0.048285000000000008 -0.13088999999999998 -0.14216999999999999 -0.10891999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 -7 -8 9 -2 -10 -12 -13
right_child=1 -3 -4 4 5 6 7 -9 10 -11 11 12 -14
leaf_value=0.01874650376962449 -0.017641951800889302 -0.011926874457440624 0.016791799034267627 0.014602397031573853 0.0062779444898225277 -0.01848264452743761 -0.00062574844822399804 -0.017537892394324028 0.016287221144972889 0.0039566124666933107 0.014626104244679288 -0.010209268815317314 0.0031625789083010673
leaf_weight=54 53 61 78 58 82 84 268 54 58 68 79 53 1298
leaf_count=54 53 61 78 58 82 84 268 54 58 68 79 53 1298
internal_value=0 0.00186345 0.00224097 0.00171347 -0.00239113 -0.00441454 -0.00657853 -0.00346753 0.00310745 -0.00548907 0.0038077 0.00330028 0.00263667
internal_weight=0 2294 2233 2155 546 488 406 322 1609 121 1488 1430 1351
internal_count=2348 2294 2233 2155 546 488 406 322 1609 121 1488 1430 1351
is_linear=0
shrinkage=0.16829


Tree=3688
num_leaves=21
num_cat=0
split_feature=1 16 39 14 2 1 481 51 12 42 16 13 12 51 12 16 2 13 15 15
split_gain=20.9842 3.77417 2.7376 2.24801 1.96079 1.59169 1.07291 1.02991 0.864897 0.792367 0.915646 0.71839 0.628205 1.18561 0.929306 0.408658 0.399006 0.330921 0.689389 0.548345
threshold=0.104035 0.12292000000000002 0.081875000000000017 0.062655000000000016 0.11366500000000002 0.13554500000000003 -0.048124999999999994 0.088440000000000005 -0.06202499999999999 1.0000000180025095e-35 -0.41863499999999992 -0.016289999999999995 0.093840000000000021 0.0089800000000000019 0.086315000000000017 -0.019749999999999993 0.084855000000000014 -0.050149999999999993 0.094970000000000013 -0.0043649999999999991
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 5 3 4 6 7 15 9 -7 10 -2 -6 13 16 -15 -1 -8 18 -14 -19
right_child=1 -3 -4 -5 11 8 12 -9 -10 -11 -12 -13 17 14 -16 -17 -18 19 -20 -21
leaf_value=0.0017842830996160661 0.00091373563891001359 0.001480045678465816 0.0011178827444620833 0.002299836171402296 0.0014904281508984947 0.00072099847031407462 0.0018407281171234462 0.0012388274531489937 0.00014512780129392018 0.0010377754812294462 0.00038749927440750466 0.0009698829074750976 0.0011890764330499183 0.0011015991652527065 0.0016743119341553145 0.0020914733828233121 0.0016947935299817874 0.0014094344881463048 0.0016471667031249494 0.0017811814271910919
leaf_weight=103 69 102 96 64 65 58 333 73 56 87 76 53 72 59 66 92 567 73 73 111
leaf_count=103 69 102 96 64 65 58 333 73 56 87 76 53 72 59 66 92 567 73 73 111
internal_value=0 0.000910441 0.00166136 0.00169148 0.00166811 0.000771694 0.00169941 0.000896145 0.000438424 0.000788167 0.000638158 0.00125692 0.00166626 0.00170684 0.00140427 0.00192939 0.00174883 0.0015397 0.00141994 0.00163389
internal_weight=0 521 1827 1731 1667 419 1549 305 114 232 145 118 1354 1025 125 195 900 329 145 184
internal_count=2348 521 1827 1731 1667 419 1549 305 114 232 145 118 1354 1025 125 195 900 329 145 184
is_linear=0
shrinkage=0.0032998


Tree=3689
num_leaves=19
num_cat=0
split_feature=1 1 457 39 156 42 1456 43 133 133 457 1 42 43 158 150 11 1
split_gain=16.266 2.54595 1.71612 1.52322 1.05724 0.942019 0.889777 0.86255 0.793516 0.785523 0.711372 0.698283 0.726479 0.437924 0.380622 0.286628 0.372053 0.0712042
threshold=0.10141500000000002 0.13130500000000003 0.080930000000000016 0.081875000000000017 0.10691500000000002 0.11424500000000001 0.085945000000000008 -0.069434999999999983 0.087005000000000013 0.40330500000000008 0.082380000000000009 0.10892500000000001 0.084815000000000015 -0.0065549999999999992 -0.11929999999999998 0.083435000000000023 1.0000000180025095e-35 0.14262000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 8 6 10 -3 11 -7 14 -2 -13 -12 -1 16 -16 -9
right_child=1 7 -4 -5 -6 9 -8 17 -10 -11 13 12 -14 -15 15 -17 -18 -19
leaf_value=0.0013503111282843869 0.0014303601296415959 0.00029504597501345769 0.00058676396316702261 0.0011270909124159755 0.0016006779212060459 0.0010307555816707532 0.0019392058660895599 0.00087079268972922405 0.00073688044016274293 0.0015694877267494033 0.0015522283932923699 0.00087222155280557146 0.0013465842467413332 0.0011275249758368568 0.0016382905799038022 0.0014457847258941307 0.0018965799079340173 0.00070146302209195461
leaf_weight=53 83 60 62 76 56 55 95 56 53 65 56 94 57 52 1168 81 66 60
leaf_count=53 83 60 62 76 56 55 95 56 53 65 56 94 57 52 1168 81 66 60
internal_value=0 0.000949007 0.00109312 0.00158565 0.00118454 0.00160624 0.00162786 0.00061719 0.00110322 0.00132286 0.00160779 0.00118604 0.00105152 0.00134807 0.00162827 0.00163945 0.00165213 0.000783512
internal_weight=0 581 405 1767 343 1691 1571 176 287 120 1476 234 151 108 1368 1315 1234 116
internal_count=2348 581 405 1767 343 1691 1571 176 287 120 1476 234 151 108 1368 1315 1234 116
is_linear=0
shrinkage=0.0032998


Tree=3690
num_leaves=26
num_cat=0
split_feature=2 3 2 2 16 2 2 150 15 2 3 42 16 16 15 2 2 42 1212 13 3 3 13 13 13
split_gain=37.6947 15.1066 4.70202 6.50818 2.86245 2.80817 1.7786 1.44019 1.35124 1.04632 0.906242 0.742444 0.583866 0.828957 0.51026 0.500969 0.796569 0.566466 0.51747 0.469247 0.445809 0.616173 0.357022 0.355455 0.141303
threshold=0.13388500000000003 -0.044759999999999994 -1.0000000180025095e-35 0.10394500000000002 -0.41863499999999992 0.17000000000000001 0.097145000000000023 1.0000000180025095e-35 -0.23488499999999998 0.093365000000000017 -0.14162499999999997 -0.012054999999999998 0.25761500000000009 -0.052894999999999991 -0.0085199999999999981 0.080060000000000006 0.090225000000000014 0.087420000000000012 0.090465000000000018 -0.0016149999999999999 -0.081184999999999993 -0.083654999999999993 0.010320000000000001 -0.065269999999999981 0.085880000000000012
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=1 4 -3 9 -1 8 10 19 -2 14 -6 22 13 -13 -4 20 18 -18 -17 -5 21 -12 -8 -22 -14
right_child=5 2 3 7 6 -7 11 -9 -10 -11 15 12 24 -15 -16 16 17 -19 -20 -21 23 -23 -24 -25 -26
leaf_value=0.0024103643477251459 0.0011162786975689729 0.0016483321438163345 0.0028421799903993591 0.001968075790821029 0.0033926415616411668 0.0005835856429126506 0.0027293816322331403 0.0015132166227336704 0.0018020187699404281 0.0025311462825565894 0.0028862865625546817 0.0030028247693893026 0.003178466608568483 0.0024181702011908134 0.0032669311300958315 0.0031564947519204527 0.0026732760562592382 0.003031737765328564 0.0028079648841549086 0.0024005105369500875 0.0028942055507032924 0.0033020209973931556 0.0023394938609267511 0.0025782669733075002 0.0029212282104406975
leaf_weight=103 58 101 83 60 75 53 53 54 69 83 110 52 53 56 52 532 85 119 53 53 143 63 54 57 53
leaf_count=103 58 101 83 60 75 53 53 54 69 83 110 52 53 56 52 532 85 119 53 53 143 63 54 57 53
internal_value=0 0.00279513 0.0022831 0.00244953 0.00294492 0.00122269 0.00298024 0.00195866 0.00148912 0.0028254 0.00303732 0.00276017 0.00287362 0.0027 0.00300605 0.00301436 0.00306234 0.00288255 0.00312498 0.00217121 0.00291275 0.00303788 0.00253295 0.00280434 0.00305018
internal_weight=0 2147 486 385 1661 180 1558 167 127 218 1237 321 214 108 135 1162 789 204 585 113 373 173 107 200 106
internal_count=2327 2147 486 385 1661 180 1558 167 127 218 1237 321 214 108 135 1162 789 204 585 113 373 173 107 200 106
is_linear=0
shrinkage=0.0032998


Tree=3691
num_leaves=20
num_cat=0
split_feature=2 39 13 2 49 14 2 2 11 42 52 0 0 1429 15 0 42 2 475
split_gain=20.4949 6.42565 3.91434 2.22356 2.40968 1.77487 1.70943 1.69741 1.34815 1.32358 1.34278 0.947242 0.882237 0.711186 0.565748 0.49915 0.440351 0.380237 0.31399
threshold=0.13388500000000003 0.081875000000000017 -0.16392499999999996 0.10161500000000002 -0.033169999999999991 0.076175000000000007 -0.007134999999999999 0.17000000000000001 0.086595000000000019 0.080060000000000006 0.044705000000000002 -0.13010499999999997 -0.076539999999999983 0.084895000000000012 0.016500000000000004 -0.071519999999999986 0.088305000000000008 0.14461000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 12 -3 17 9 10 -6 -8 13 16 18 -16 -4 -2 -14
right_child=7 6 3 4 8 -7 11 -9 -10 -11 -12 -13 14 -15 15 -17 -18 -19 -20
leaf_value=0.00098755652499111276 0.00087563780460921125 0.00066082645353728237 0.001872506362875467 0.00090140639441958976 0.0010910336127487128 0.0023478398787117748 0.00097071901742148308 -3.8459372854379054e-06 0.0021063508114172115 0.001837297517274327 0.0017085250374171436 0.0015528702592371517 0.0016713975929824165 0.0014482300951284466 0.0015761341538976443 0.0019655118007573294 0.0017185010679681458 0.00051228412181562443 0.0013621741472149827
leaf_weight=79 65 69 803 60 95 61 53 53 53 94 65 73 58 56 77 70 280 62 101
leaf_count=79 65 69 803 60 95 61 53 53 53 94 65 73 58 56 77 70 280 62 101
internal_value=0 0.001651 0.00170809 0.00173846 0.00150755 0.00179471 0.00107936 0.000491524 0.0016259 0.00152551 0.00134211 0.00130828 0.00177134 0.00181385 0.00161299 0.00176179 0.00183272 0.00069853 0.00147519
internal_weight=0 2147 1952 1873 367 1506 195 180 307 254 160 126 1445 1139 306 147 1083 127 159
internal_count=2327 2147 1952 1873 367 1506 195 180 307 254 160 126 1445 1139 306 147 1083 127 159
is_linear=0
shrinkage=0.0032998


Tree=3692
num_leaves=29
num_cat=0
split_feature=1 1 39 150 4 4 15 1447 15 15 13 15 48 4 15 160 1 4 4 15 43 1 43 4 15 156 159 4
split_gain=39.4158 7.25633 3.98224 2.45349 2.26525 1.60038 1.28242 1.37183 1.22316 1.18902 1.09832 1.42847 1.36416 1.68051 1.3465 1.09643 0.840734 0.560451 0.541892 0.488985 0.445991 0.398123 0.453186 0.836775 0.350977 0.310342 0.195355 0.143187
threshold=0.10538500000000002 0.12450500000000002 0.081875000000000017 0.07536000000000001 0.36766000000000004 0.42098500000000005 0.03981500000000001 -0.082869999999999985 0.090385000000000007 -0.45726999999999995 -0.061199999999999991 -0.12431499999999999 0.082225000000000006 -0.44205499999999992 -0.0061449999999999986 -0.063534999999999994 0.11000000000000001 -0.093344999999999997 -0.080874999999999989 -0.048699999999999993 1.0000000180025095e-35 0.092485000000000026 -0.039409999999999994 -0.072529999999999983 -0.079109999999999986 0.087575000000000014 0.079755000000000006 -0.071519999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 16 -3 10 -8 17 -7 14 -12 13 -13 19 -15 -2 -9 20 24 -19 22 27 -24 26 -21 -1 -10
right_child=1 5 -4 -5 -6 9 7 8 21 -11 11 12 -14 15 -16 -17 -18 18 -20 25 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0020535086804553929 0.0014297824483907946 0.0007933217434182916 0.0013671923330997853 0.00083020144174893716 0.0010006968344202568 0.00056003032664519233 0.0026214084397973023 0.0025544568245543841 0.0016053650593456303 -0.00013216709607897646 0.002264817105547893 0.0022937383833002219 0.0013429044370946725 0.0013544607917281954 0.0015697058694078684 0.0018734035514231878 0.0019646817487554689 0.0021782751448893274 0.002430499216118453 0.0024196914504088112 0.0018337497152767625 0.0021625461497414233 0.002213839022179454 0.0017478554223377034 0.0018037261394552703 0.0020975571625864221 0.0022865505160830158 0.0018572354353297031
leaf_weight=187 55 96 99 86 67 53 61 52 53 55 71 71 72 67 53 135 79 223 77 85 52 88 97 76 53 57 54 53
leaf_count=187 55 96 99 86 67 53 61 52 53 55 71 71 72 67 53 135 79 223 77 85 52 88 97 76 53 57 54 53
internal_value=0 0.000959275 0.00201198 0.00129755 0.00149734 0.000483193 0.00204871 0.00214269 0.00210476 0.000207196 0.00196228 0.00183689 0.00174872 0.00185562 0.00206888 0.00170145 0.0017454 0.00223068 0.00218275 0.00212948 0.00211326 0.00196606 0.00190395 0.00200933 0.00205152 0.00229063 0.00210587 0.00173163
internal_weight=0 491 1836 287 201 204 1737 832 771 108 905 416 345 273 489 202 134 404 352 436 275 367 279 173 294 142 241 106
internal_count=2327 491 1836 287 201 204 1737 832 771 108 905 416 345 273 489 202 134 404 352 436 275 367 279 173 294 142 241 106
is_linear=0
shrinkage=0.0032998


Tree=3693
num_leaves=19
num_cat=0
split_feature=457 39 0 3 13 1 16 474 13 12 12 13 1 16 160 3 0 16
split_gain=1.11843 1.09165 0.529385 0.546759 0.50723 0.689961 0.755379 0.534106 0.626648 0.548135 0.319865 1.02043 1.05023 0.862439 0.360129 0.416395 0.260044 0.215617
threshold=0.10823000000000001 0.087735000000000021 -0.053259999999999995 -0.0053599999999999993 -0.10899499999999999 0.084525000000000003 -0.10654499999999999 0.095835000000000017 0.055020000000000006 0.083825000000000024 0.084055000000000005 -0.009329999999999998 0.10574000000000001 -0.073029999999999984 -0.52641999999999989 -0.097094999999999987 -0.059914999999999989 -0.077879999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -7 8 10 -10 11 13 -13 -6 -12 -16 17 -11
right_child=-2 2 -4 -5 7 6 -8 -9 9 16 14 12 -14 -15 15 -17 -18 -19
leaf_value=0.01466108389835245 -0.015854827082409869 0.013925515103685688 -0.015005711513715292 -0.008167448573250205 0.042702307135992254 -0.020005424037354943 0.0075078986507160442 0.022926564242711982 -0.012661986275844778 0.0083919327267418867 -0.0030934599571184247 0.016023846154665611 -0.0084643203674973355 0.016666916026468786 0.024133195253129038 0.0099046301480425758 0.014781407257949601 -0.0045641287736796895
leaf_weight=70 53 66 69 61 57 58 55 98 53 78 56 164 71 99 62 1018 71 68
leaf_count=70 53 66 69 61 57 58 55 98 53 78 56 164 71 99 62 1018 71 68
internal_value=0 0.00886372 -0.00313533 0.00329979 0.00999636 0.00152402 -0.00659809 0.0108136 0.010152 0.00266966 0.0114738 0.0156338 0.00861765 0.0261914 0.0100404 0.0107231 0.00642253 0.0023453
internal_weight=0 2274 196 127 2078 183 113 1895 1797 270 1527 391 235 156 1136 1080 217 146
internal_count=2327 2274 196 127 2078 183 113 1895 1797 270 1527 391 235 156 1136 1080 217 146
is_linear=0
shrinkage=0.16829


Tree=3694
num_leaves=23
num_cat=0
split_feature=1 11 0 0 12 4 3 43 133 133 1453 43 1 1213 52 133 133 52 3 159 51 12
split_gain=0.790081 0.93483 0.955366 0.712103 0.995467 0.531055 0.511544 0.368077 0.433699 0.594398 0.369134 0.339227 0.334862 0.374343 0.29145 0.281182 0.496164 0.297241 0.279955 0.257813 0.242678 0.135733
threshold=0.092860000000000012 0.090920000000000015 0.10396000000000001 -0.13972999999999997 -0.094329999999999983 -0.010549999999999999 0.11535000000000002 0.015110000000000002 0.11667000000000001 0.10209000000000001 -0.063399999999999984 -0.03750499999999999 0.089150000000000021 0.049610000000000008 0.044705000000000002 0.091360000000000011 -0.050299999999999991 0.091545000000000015 -0.0047649999999999993 -0.17576999999999995 -1.0000000180025095e-35 0.089765000000000025
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=7 2 3 6 -5 11 -2 8 9 10 -1 -6 13 19 -10 16 17 21 20 -12 -7 -9
right_child=1 -3 -4 4 5 18 -8 15 14 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.023941514744097944 0.0010967655460363266 0.023121373891175009 -0.021237765428809223 0.026684969198901294 0.016316966231229375 0.0028831463671967119 -0.017652247117152846 0.0061627736889728058 -0.005085034334624804 0.027589642914970854 0.01909952000861824 0.0021374606042126108 0.018922496193129162 0.019057165062756863 0.0087967160951630645 0.014274266038085067 -0.013457283167783638 0.014958983453398836 0.0064948637024661747 0.0068348009961399867 -0.011151067192481484 -0.0058297242068981181
leaf_weight=55 96 57 52 57 99 52 72 52 80 61 52 93 102 90 92 54 53 58 67 773 105 55
leaf_count=55 96 57 52 57 99 52 72 52 80 61 52 93 102 90 92 54 53 58 67 773 105 55
internal_value=0 0.0024036 0.000696943 0.00247916 0.00582413 0.00296148 -0.00692783 0.00904234 0.0102168 0.0114126 0.0104904 0.00945813 0.00976117 0.00873794 0.00232964 0.00340083 0.000699164 0.00525728 -0.00259906 0.00761003 -0.00649135 0
internal_weight=0 750 693 641 473 416 168 1577 1305 1133 1072 192 1017 915 172 272 218 165 224 825 157 107
internal_count=2327 750 693 641 473 416 168 1577 1305 1133 1072 192 1017 915 172 272 218 165 224 825 157 107
is_linear=0
shrinkage=0.16829


Tree=3695
num_leaves=22
num_cat=0
split_feature=1 52 1 0 12 4 52 4 11 0 0 0 52 50 52 4 43 43 124 51 12
split_gain=33.2646 7.76759 3.76064 2.90939 2.89772 2.25642 1.52599 1.29623 1.22106 1.78701 0.951027 0.840942 0.699261 0.633023 0.604178 0.49749 0.441167 0.390791 0.403788 0.285892 0.129878
threshold=0.10335000000000001 -0.41304999999999997 0.13662500000000002 0.13830500000000004 0.088395000000000015 0.043850000000000007 1.0000000180025095e-35 0.42405000000000009 0.075910000000000019 -0.13010499999999997 -0.15270499999999995 -0.079249999999999987 -1.0000000180025095e-35 0.10883000000000001 -0.42113499999999993 0.098655000000000007 0.035255000000000009 -0.012149999999999999 -0.082654999999999992 -0.085604999999999987 0.089300000000000004
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 4 5 10 8 15 -4 9 -1 -3 13 14 19 -13 -7 -14 18 -12 -11 -15
right_child=1 2 7 -5 -6 6 -8 -9 -10 11 17 12 16 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0019016929944155559 0.0024665020343081052 0.00087633650174944345 0.0011441194211158038 0.0015521483357597327 0.0019087368039749654 0.0020348129140040378 0.0023949287468122641 0.00047400623940086454 0.0027737149475090465 0.0022730068575338527 0.0014271859488197277 0.0023405183295288315 0.0024598247873183808 0.0023455724265978267 0.0019062878867913144 0.0016646391042048191 0.0021763794513774458 0.0015318657457272938 0.0010139294415823026 0.0025074740570224332 0.0021083857405121012
leaf_weight=84 64 62 55 52 96 88 94 74 88 65 52 62 203 53 84 75 89 77 53 750 59
leaf_count=84 64 62 55 52 96 88 94 74 88 65 52 62 203 53 84 75 89 77 53 750 59
internal_value=0 0.00138759 0.00124028 0.00232361 0.00142241 0.00234595 0.00205878 0.000759987 0.00239394 0.00237085 0.00123092 0.0023997 0.00227943 0.00245649 0.00209093 0.0018647 0.00237355 0.00135152 0.00121893 0.00248882 0.00222094
internal_weight=0 533 469 1846 340 1794 257 129 1537 1449 244 1365 438 927 146 163 292 182 105 815 112
internal_count=2379 533 469 1846 340 1794 257 129 1537 1449 244 1365 438 927 146 163 292 182 105 815 112
is_linear=0
shrinkage=0.0032998


Tree=3696
num_leaves=23
num_cat=0
split_feature=3 3 2 42 1 13 1 13 0 124 13 475 474 13 2 3 3 475 159 2 13 3
split_gain=1.20555 0.649189 0.893126 1.31482 0.747452 0.542784 0.78884 0.520916 0.591813 0.494822 0.481025 0.475959 0.55923 0.491194 0.290705 0.27715 0.247027 0.265499 0.268845 0.254267 0.124115 0.0793026
threshold=0.32329500000000005 -0.082744999999999985 0.083715000000000026 -0.0033799999999999998 0.10335000000000001 -0.0072499999999999995 0.11249000000000002 -0.091769999999999977 -0.091674999999999993 -0.081949999999999981 -0.080079999999999998 -0.085774999999999976 0.023345000000000001 0.085880000000000012 0.114805 -0.082039999999999988 -0.081184999999999993 -0.068779999999999994 0.0055900000000000004 0.087855000000000003 -0.0013449999999999996 -0.031844999999999991
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 2 3 20 15 9 -7 -4 -9 -6 -5 -10 13 -13 -11 -3 -17 -18 19 -19 -1 -20
right_child=-2 4 7 10 5 6 -8 8 11 14 -12 12 -14 -15 -16 16 17 18 21 -21 -22 -23
leaf_value=0.012392869087006646 -0.015620283041978942 -0.0010204025299403378 -0.0059067231040381436 0.022241604004604867 0.017303338736421522 -0.025351334174734879 0.00045693934460802995 0.025283207587406101 -0.0063521637177159761 0.0055562448971668236 0.043242268600699171 0.010374468516798987 0.022761047017132469 -0.0029308037461856762 -0.0095953758244355942 0.017292996590969542 -0.0015655983823765172 0.012014574897721288 0.021389597447295527 0.0050485646796695925 0.0013964166415600249 0.012016113236318739
leaf_weight=64 63 89 66 66 60 53 91 63 58 85 59 351 79 101 62 88 76 233 53 413 54 52
leaf_count=64 63 89 66 66 60 53 91 63 58 85 59 351 79 101 62 88 76 233 53 413 54 52
internal_value=0 0.007965 0.0113125 0.0201365 0.00558955 -0.00109082 -0.00902946 0.00832357 0.00976682 0.00442303 0.0321683 0.00810412 0.00968654 0.00739741 -0.000822013 0.00792681 0.00879905 0.00789304 0.00885264 0.00756385 0.00737582 0.0167646
internal_weight=0 2316 961 243 1355 351 144 718 652 207 125 589 531 452 147 1004 915 827 751 646 118 105
internal_count=2379 2316 961 243 1355 351 144 718 652 207 125 589 531 452 147 1004 915 827 751 646 118 105
is_linear=0
shrinkage=0.16829


Tree=3697
num_leaves=26
num_cat=0
split_feature=4 3 48 16 14 41 130 43 3 3 16 43 4 402 39 151 43 43 130 43 151 160 43 402 43
split_gain=13.891 6.14499 2.42682 1.64053 2.28232 1.34042 1.19772 0.952568 1.62063 1.50456 0.684543 0.789491 0.669576 0.4796 0.438736 0.361438 0.385919 0.348568 0.288974 0.259511 0.247208 0.239725 0.200426 0.249005 0.16148
threshold=0.30163500000000004 -0.058704999999999993 0.10168500000000001 -0.49181999999999998 -0.42495999999999995 1.0000000180025095e-35 0.012250000000000002 0.035255000000000009 0.11372500000000001 0.06269000000000001 -1.0000000180025095e-35 -0.10961499999999998 -0.47860499999999995 0.012085000000000002 0.084845000000000018 -0.091874999999999984 0.043850000000000007 -0.015804999999999996 0.087820000000000023 0.092445000000000013 -1.0000000180025095e-35 -0.0080249999999999991 -0.025079999999999995 0.10491500000000002 -0.085224999999999981
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=1 5 6 20 -5 10 7 8 9 14 13 -12 -13 15 -3 -1 18 24 -17 -18 -2 -11 -15 -24 -14
right_child=3 2 -4 4 -6 -7 -8 -9 -10 21 11 12 17 22 -16 16 19 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.0016177732554955265 0.00055709945801111355 0.00054631304273864236 0.00036144729387783828 0.00071165854105701483 -0.00016820225545916478 0.001795776159132598 0.001499242952728296 0.0013725045201402983 0.00039237204294999067 0.0014455982333886634 0.00084520978862867764 0.001623162197731651 0.0014159318377903545 0.0017066270543914111 0.00092850417969511895 0.0013911629413567112 0.0010361695184123263 0.00097604881198891662 0.0011423767957295797 0.0012995531690784185 0.00085459151661469181 0.001138980822168275 0.0016165114012284705 0.0013439289323835841 0.0012230403492986578
leaf_weight=54 55 55 68 55 77 75 53 54 57 56 52 54 67 54 83 649 69 53 57 107 71 59 69 84 192
leaf_count=54 55 55 68 55 77 75 53 54 57 56 52 54 67 54 83 649 69 53 57 107 71 59 69 84 192
internal_value=0 0.00126672 0.000940272 0.000455587 0.00019814 0.00136347 0.00103458 0.000966822 0.000896041 0.00100938 0.00134268 0.00122767 0.00128191 0.00138471 0.000776437 0.00135259 0.00133632 0.00122273 0.00137113 0.00119649 0.000725013 0.0012886 0.00152975 0.00146709 0.00127307
internal_weight=0 2121 485 258 132 1636 417 364 310 253 1561 418 366 1143 138 936 882 312 706 176 126 115 207 153 259
internal_count=2379 2121 485 258 132 1636 417 364 310 253 1561 418 366 1143 138 936 882 312 706 176 126 115 207 153 259
is_linear=0
shrinkage=0.0032998


Tree=3698
num_leaves=13
num_cat=0
split_feature=2 1210 3 157 48 3 1186 2 3 0 3 2
split_gain=0.991848 0.592885 0.64854 0.467499 0.398255 0.363968 0.505169 0.332764 0.674511 0.353371 0.3167 0.298325
threshold=0.17576500000000003 -0.08107499999999998 -0.15002999999999997 -1.0000000180025095e-35 0.11951500000000001 -0.11756999999999999 0.084505000000000011 -1.0000000180025095e-35 -0.010299999999999998 -0.086544999999999997 -0.083039999999999989 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 -4 7 8 -7 -9 -1 -5
right_child=-2 2 4 11 -6 6 -8 9 -10 -11 -12 -13
leaf_value=0.010710761805001608 -0.015787193407772564 0.030076321030380049 -0.0057743204651748113 0.020894174385974976 -0.0061495799008051757 0.011387100754136101 0.022981050492599495 0.0040668008807948153 -0.015002332414770189 0.0089750392476197517 0.029184312261661516 0.004267959220305588
leaf_weight=54 53 52 66 52 73 52 54 692 58 1046 52 75
leaf_count=54 53 52 66 52 73 52 54 692 58 1046 52 75
internal_value=0 0.0074852 0.00689685 0.0166154 0.00604364 0.00649684 0.0069236 0.00645341 -0.002511 0.00702181 0.0197902 0.0110897
internal_weight=0 2326 2220 179 2041 1968 1902 1848 110 1738 106 127
internal_count=2379 2326 2220 179 2041 1968 1902 1848 110 1738 106 127
is_linear=0
shrinkage=0.16829


Tree=3699
num_leaves=21
num_cat=0
split_feature=1 3 12 1 1 394 475 49 15 1212 47 133 16 16 12 3 15 12 16 15
split_gain=0.814429 0.379175 0.551465 0.682864 0.518576 0.417157 0.317311 0.331012 0.353096 0.387661 0.288951 0.280468 0.307484 0.595607 0.26056 0.248704 0.438974 0.496584 0.256428 0.248237
threshold=0.14846500000000004 -0.082844999999999988 -0.096989999999999979 0.10557500000000002 0.11181500000000001 -0.081744999999999984 -0.085774999999999976 0.088750000000000009 0.084495000000000015 0.087685000000000013 0.09364500000000002 -0.15498499999999996 -0.095494999999999983 -0.38959499999999997 0.088435000000000014 -0.015069999999999998 -0.050004999999999994 -0.024179999999999997 0.048520000000000001 0.092555000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 10 5 -1 -7 8 14 -10 11 -4 13 -13 -8 18 17 -17 -5 -14
right_child=-2 2 3 15 -6 6 7 -9 9 -11 -12 12 19 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.0039464919078659897 -0.014250779015102055 0.019157285119862311 -0.0017152718933151889 0.0099248616257033868 0.023270207854306519 -0.0020499103988986253 0.0014607695367271657 0.020971064727273774 0.015493843219886122 0.0013249594689358746 -0.0042429860234582577 0.01546772251277671 0.011283146074517863 -0.0061763232597030421 0.011489163403737984 -0.013529920547229637 -0.020358761951481556 0.0075216444770639396 -0.0060312392138188384 0.0041373395574769616
leaf_weight=78 56 69 102 63 66 68 218 70 269 69 75 54 476 108 111 58 52 70 52 195
leaf_count=78 56 69 102 63 66 68 218 70 269 69 75 54 476 108 111 58 52 70 52 195
internal_value=0 0.00627817 0.00448866 0.0037117 0.00886722 0.00778863 0.00892793 0.00994325 0.00878321 0.0126067 0.00579287 0.0065998 0.00762013 0.00102727 0.00484967 -0.00340757 -0.00731598 -0.00200331 0.00269431 0.00920917
internal_weight=0 2323 1374 1305 949 883 805 737 667 338 1010 935 833 162 329 295 180 128 115 671
internal_count=2379 2323 1374 1305 949 883 805 737 667 338 1010 935 833 162 329 295 180 128 115 671
is_linear=0
shrinkage=0.16829


Tree=3700
num_leaves=13
num_cat=0
split_feature=1427 14 1453 1455 2 376 34 11 133 15 14 15
split_gain=0.500116 0.472709 0.372301 0.446073 0.352528 0.359122 0.419281 0.350948 0.282826 0.505891 0.18561 0.138974
threshold=0.083935000000000023 -0.073114999999999986 -0.07303999999999998 -0.070999999999999994 0.11556500000000001 0.084360000000000018 -0.010024999999999997 0.082485000000000017 0.078935000000000019 -0.032264999999999995 -0.41348999999999997 -0.13924999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 5 6 -5 -8 9 11 -1 -6
right_child=-2 2 3 4 8 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0095545564112996095 0.019877276417791533 -0.0059979667163994384 0.019353099554990982 -0.008566605721999172 -0.0046397162846928026 0.018979720606663805 0.0066587919141508321 -0.004688029099862082 0.0083772667468622903 -0.016784865090738829 0.023787185031762321 0.0060115596192460213
leaf_weight=52 73 81 65 57 58 59 1571 81 76 59 53 86
leaf_count=52 73 81 65 57 58 59 1571 81 76 59 53 86
internal_value=0 0.00571735 0.00518801 0.00561787 0.00518085 0.00605823 0.00561108 0.00610135 -0.000372572 -0.00365722 0.0167558 0.00170899
internal_weight=0 2298 2193 2112 2047 1768 1709 1652 279 203 105 144
internal_count=2371 2298 2193 2112 2047 1768 1709 1652 279 203 105 144
is_linear=0
shrinkage=0.16829


Tree=3701
num_leaves=19
num_cat=0
split_feature=4 2 12 3 2 2 12 41 3 43 4 2 0 2 0 160 150 13
split_gain=33.2634 10.5509 6.48229 2.58763 2.34126 2.19026 1.47269 1.50172 1.45451 1.12184 1.05487 0.836784 0.786846 0.818954 0.689426 0.504731 0.402283 0.322345
threshold=0.30163500000000004 0.13290500000000002 -0.007389999999999999 0.10812000000000001 -1.0000000180025095e-35 0.097145000000000023 0.092855000000000007 0.075585000000000013 0.13772500000000001 -0.049914999999999994 0.053255000000000004 0.088820000000000024 -0.07304999999999999 0.10293500000000001 -0.07304999999999999 0.051820000000000005 0.081245000000000026 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 7 11 9 -2 12 15 17 -14 -11 -4 -13 -8
right_child=8 -3 3 -5 5 -7 10 -9 -10 14 -12 16 13 -15 -16 -17 -18 -19
leaf_value=0.0009241995396818719 0.00068706934936107133 0.001022654217003778 0.002272079956684445 0.0015215870117318423 0.0022534655357659039 0.0013739675703588288 0.0023343606620739718 0.0027710825068216964 0.00035532319003902949 0.0014025541404046925 0.0017490595609098067 0.0021509406215237561 0.0017224086051802151 0.0021564370135044799 0.00089090780440666381 0.00257802741329668 0.0018366034086990705 0.0020895920303889725
leaf_weight=52 95 101 718 64 55 71 166 61 56 64 100 303 86 109 53 66 54 97
leaf_count=52 95 101 718 64 55 71 166 61 56 64 100 303 86 109 53 66 54 97
internal_value=0 0.00206393 0.00211644 0.00217514 0.00151473 0.00175816 0.00219889 0.00226422 0.000829317 0.000954357 0.0020581 0.00223709 0.0021255 0.0019652 0.00117108 0.00229788 0.00210349 0.00224422
internal_weight=0 2103 2002 1824 178 126 1760 1202 268 212 558 1141 458 195 117 784 357 263
internal_count=2371 2103 2002 1824 178 126 1760 1202 268 212 558 1141 458 195 117 784 357 263
is_linear=0
shrinkage=0.0032998


Tree=3702
num_leaves=21
num_cat=0
split_feature=4 40 41 49 150 42 48 124 131 40 15 15 4 4 1212 42 484 4 52 15
split_gain=41.6322 9.20543 3.6923 2.12358 2.36089 3.68687 1.82875 2.19377 1.38808 1.47858 0.81191 1.42308 4.49507 0.92968 0.690262 0.680939 0.672409 0.556333 0.626954 0.553561
threshold=0.30163500000000004 -0.026419999999999996 0.075585000000000013 0.10470500000000001 0.08926000000000002 0.083120000000000013 0.092475000000000016 -0.082254999999999981 0.023795 -0.045684999999999996 1.0000000180025095e-35 -0.006494999999999999 -0.42305999999999994 -0.080429999999999988 0.087685000000000013 0.11387000000000001 0.08733500000000001 0.043850000000000007 -0.083939999999999987 -0.43457999999999991
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 6 3 4 10 -6 7 -1 9 -2 11 16 -13 14 -12 -15 -3 18 -5 -11
right_child=8 2 -4 17 5 -7 -8 -9 -10 19 13 12 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=0.00089634590918696096 0.00011315161540569457 0.0019047106977921645 0.0025801493783625478 0.0019486889233897998 0.0008331817983209959 0.002008313311955182 0.00059995361067954845 0.0017794835094114838 -1.680535223517851e-05 0.00096050609940990616 0.0021879572892415677 0.0020367474676472879 0.00090879958322680925 0.001966240622476564 0.0018311720816607641 0.0016070311504879427 0.0022983582451379515 0.0013176219225910929 0.0014478891675798796 0.00056500827100086691
leaf_weight=62 56 524 84 53 55 62 53 61 54 69 344 97 64 312 73 72 53 76 58 89
leaf_count=62 56 524 84 53 55 62 53 61 54 69 344 97 64 312 73 72 53 76 58 89
internal_value=0 0.00183646 0.00190246 0.00187156 0.00190928 0.0014562 0.00111358 0.00133461 0.000455317 0.000574615 0.0019437 0.00186411 0.00158859 0.00201699 0.00212558 0.00189898 0.00194093 0.00153726 0.00168733 0.000737949
internal_weight=0 2103 1927 1843 1656 117 176 123 268 214 1539 738 161 801 417 384 577 187 111 158
internal_count=2371 2103 1927 1843 1656 117 176 123 268 214 1539 738 161 801 417 384 577 187 111 158
is_linear=0
shrinkage=0.0032998


Tree=3703
num_leaves=9
num_cat=0
split_feature=9 1427 482 50 480 376 4 4
split_gain=0.388092 0.363875 0.345047 0.296469 0.439459 0.34772 0.380121 0.415204
threshold=0.09055500000000001 0.083935000000000023 0.10453000000000001 0.12170000000000002 0.091250000000000012 0.084985000000000019 -0.5093899999999999 -0.080429999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.006504350128714872 -0.0064723024437830781 0.020002091537270849 0.020332001902380121 -0.0018006313383965144 0.020921866949276276 0.019192197038648547 0.0113317395846304 0.0058346838840497
leaf_weight=57 52 72 61 93 71 69 549 1347
leaf_count=57 52 72 61 93 71 69 549 1347
internal_value=0 0.00820946 0.0078308 0.00748113 0.00789441 0.00743608 0.00701981 0.00742734
internal_weight=0 2319 2247 2186 2093 2022 1953 1896
internal_count=2371 2319 2247 2186 2093 2022 1953 1896
is_linear=0
shrinkage=0.16829


Tree=3704
num_leaves=28
num_cat=0
split_feature=1 12 3 3 3 1 40 15 12 3 15 2 12 133 40 42 12 12 12 49 157 52 15 12 42 52 42
split_gain=29.1561 5.40977 3.43946 3.38571 3.29764 2.84318 2.39016 2.43764 1.87624 1.28592 0.992336 0.722345 0.638269 0.533807 0.454809 0.450735 0.375848 0.602474 0.555637 0.360759 0.384464 0.326494 0.392946 0.322093 0.49097 0.289564 0.158346
threshold=0.11663000000000003 0.054520000000000006 0.11745500000000002 0.30835000000000007 -0.00079499999999999981 0.092655000000000015 -0.0089699999999999988 -0.16448999999999997 0.086315000000000017 -0.12595999999999999 -1.0000000180025095e-35 0.092235000000000025 0.099815000000000015 0.048520000000000008 -0.081029999999999977 0.085495000000000015 0.085565000000000016 0.083785000000000012 0.084160000000000013 1.0000000180025095e-35 -0.077234999999999984 -0.070104999999999987 0.083590000000000012 0.09334000000000002 0.088465000000000002 0.0074400000000000013 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -2 -8 9 -3 11 -6 13 19 -7 -15 17 -11 -19 20 -10 -14 -23 24 -17 -22 -20
right_child=3 8 -4 -5 10 14 7 -9 12 16 -12 -13 21 15 -16 23 -18 18 26 -21 25 22 -24 -25 -26 -27 -28
leaf_value=0.0026232710719964634 0.0013831213397005628 0.0033799318851345786 0.0016126582644633309 0.00095136548740491615 0.0028603218714485577 0.0020052515322169068 0.0014949740779470642 0.002412957975472271 0.0030673463767919898 0.0030564549894455425 0.0031049215879876599 0.0023091640862735563 0.0027249668230981882 0.002809559954669263 0.0015695197378199157 0.0023882902701343359 0.0030876195696541912 0.002411729752671208 0.0026863804909022094 0.0025428942088994168 0.0026978546824398763 0.0023117710388324613 0.0026116866996165862 0.002360486049372603 0.0027626037689526899 0.0028620818504216622 0.002913780344413446
leaf_weight=77 103 61 64 74 52 54 52 81 56 76 64 54 73 92 53 64 65 53 68 69 274 100 98 82 103 227 82
leaf_count=77 103 61 64 74 52 54 52 81 56 76 64 54 73 92 53 64 65 53 68 69 274 100 98 82 103 227 82
internal_value=0 0.00265397 0.00231825 0.00156825 0.00244571 0.00213875 0.00176153 0.00205431 0.00273936 0.00293522 0.00277775 0.00257988 0.00267526 0.00271543 0.00178975 0.00260863 0.00285626 0.00280223 0.00270688 0.00277355 0.00280206 0.00253179 0.00246039 0.00253425 0.00261937 0.00277234 0.00281093
internal_weight=0 2061 418 310 354 184 236 133 1643 405 170 106 1238 967 107 341 344 279 203 626 557 271 198 249 167 501 150
internal_count=2371 2061 418 310 354 184 236 133 1643 405 170 106 1238 967 107 341 344 279 203 626 557 271 198 249 167 501 150
is_linear=0
shrinkage=0.0032998


Tree=3705
num_leaves=22
num_cat=0
split_feature=1 10 3 15 0 13 1 11 3 0 51 3 0 52 1 0 3 1447 1447 2 1
split_gain=25.5738 4.14655 3.05076 1.84176 1.68276 1.65375 1.63591 2.31657 1.01264 0.72953 0.719967 0.667834 0.473286 0.425554 0.404544 0.393847 0.364166 0.322065 0.609211 0.263904 0.25291
threshold=0.10752500000000002 -0.0079749999999999977 0.091170000000000015 -0.21242999999999998 -0.037794999999999995 -0.14819499999999997 0.090785000000000018 1.0000000180025095e-35 -0.022604999999999997 -0.10891999999999999 -0.26621499999999992 0.0012800000000000001 -0.079604999999999995 0.11667000000000001 0.096950000000000022 -0.076539999999999983 -0.21779999999999997 -0.086059999999999984 -0.080289999999999986 0.113165 0.12072500000000001
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=2 -2 6 11 -4 -5 7 10 14 -7 -1 -3 17 19 15 -8 -16 -12 -19 -14 -11
right_child=1 3 4 5 -6 9 8 -9 -10 20 12 -13 13 -15 16 -17 -18 18 -20 -21 -22
leaf_value=0.001296017817825765 4.112078023375203e-05 0.00080810997180469975 0.00077087573927833535 0.00057533549756604637 0.0015337660872756472 0.00090220320478140372 0.0015515604677157164 0.0022521229785401912 0.0010938308720963871 0.0014993822992076795 0.001944744672129613 0.000336923240633329 0.0015562179449603248 0.0017924498245812251 0.0014623298022493421 0.0011756035616389414 0.0018382771472094407 0.0013428507487804457 0.001713767260442042 0.0012925470996982427 0.0011885615448793579
leaf_weight=59 79 63 71 60 57 57 77 75 77 65 61 69 224 73 52 52 65 52 875 53 54
leaf_count=59 79 63 71 60 57 57 77 75 77 65 61 69 224 73 52 52 65 52 875 53 54
internal_value=0 0.000727531 0.00160392 0.00087479 0.00111088 0.00104955 0.00163905 0.00168585 0.00142569 0.00121101 0.00165542 0.000562075 0.00167125 0.00156576 0.00152942 0.00140029 0.00167149 0.00170858 0.001693 0.0015059 0.00135863
internal_weight=0 447 1923 368 128 236 1795 1472 323 176 1397 132 1338 350 246 129 117 988 927 277 119
internal_count=2370 447 1923 368 128 236 1795 1472 323 176 1397 132 1338 350 246 129 117 988 927 277 119
is_linear=0
shrinkage=0.0032998


Tree=3706
num_leaves=28
num_cat=0
split_feature=1 12 15 3 150 15 150 12 151 11 11 2 12 13 1 480 49 42 13 12 2 12 157 402 3 42 42
split_gain=35.7397 5.93664 5.40396 3.4803 3.10086 2.13715 1.99786 1.94852 1.71224 1.64604 1.4602 1.17043 1.00395 0.887144 0.465784 0.408713 0.351398 0.484837 1.01721 0.378091 0.321653 0.418511 0.350305 0.271269 0.23054 0.175839 0.334087
threshold=0.10752500000000002 0.054520000000000006 -0.24042999999999998 0.30112000000000005 0.085455000000000017 -0.42759999999999992 1.0000000180025095e-35 0.091475000000000015 -0.012764999999999997 1.0000000180025095e-35 0.080455000000000013 0.11891500000000001 0.094600000000000004 -1.0000000180025095e-35 0.083555000000000018 0.086930000000000021 0.10470500000000001 -1.0000000180025095e-35 -0.061199999999999991 0.097240000000000007 0.087610000000000007 0.085945000000000008 -0.0021849999999999994 0.049895000000000002 -0.082254999999999981 -0.065449999999999994 -0.092934999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 8 11 12 9 -1 15 16 -2 -4 -10 -15 20 17 25 19 -19 23 -22 -23 24 -3 26 -9
right_child=2 7 3 -5 -6 -7 -8 10 13 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28
leaf_value=0.0014370336199375476 0.00051869015906653147 0.0023519271831883696 0.001522726908796611 0.0006014146217821802 0.0010576797880726273 7.4629740430257844e-05 0.0010710485272837804 0.0022931064836471996 0.0017083162509771723 0.0028081713643395736 0.0025572177032192208 0.0011993806663432186 0.0020498096971436485 0.0019365103171007161 0.0023380866507006263 0.0019979539295889807 0.001810320316967986 0.0020001386079245955 0.0016658220516337823 0.0023187887357931057 0.0019313402846733395 0.002502290170422054 0.0021915308033999764 0.0025079242322336693 0.0021779286559122286 0.0023179457609274166 0.0019560826790192736
leaf_weight=70 52 334 94 52 61 53 68 60 62 68 62 59 69 52 86 57 77 140 87 60 53 53 184 92 120 70 75
leaf_count=70 52 334 94 52 61 53 68 60 62 68 62 59 69 52 86 57 77 140 87 60 53 53 184 92 120 70 75
internal_value=0 0.00213352 0.00109749 0.00137379 0.00173094 0.000620495 0.00154751 0.0022172 0.00188292 0.00231107 0.00207419 0.000880816 0.00174606 0.0020388 0.00218702 0.00227317 0.00202149 0.00205447 0.00196566 0.00209591 0.0022919 0.00220102 0.00226117 0.0023401 0.00230601 0.00217863 0.00210613
internal_weight=0 1923 447 283 331 164 231 1592 270 961 631 111 163 200 138 893 569 492 287 200 836 290 237 546 454 205 135
internal_count=2370 1923 447 283 331 164 231 1592 270 961 631 111 163 200 138 893 569 492 287 200 836 290 237 546 454 205 135
is_linear=0
shrinkage=0.0032998


Tree=3707
num_leaves=14
num_cat=0
split_feature=3 0 0 2 11 4 16 43 48 3 43 43 3
split_gain=1.09953 0.634831 0.786775 1.20289 0.956109 0.71562 0.50725 1.59145 0.463511 0.530696 0.389654 0.259895 0.217962
threshold=0.32329500000000005 0.13134000000000004 -0.023359999999999995 0.08673500000000002 0.078065000000000009 -0.08916499999999998 0.0048200000000000005 -0.011154999999999998 0.10990500000000002 -0.00094999999999999989 -0.085754999999999984 -0.014584999999999999 -0.24154499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 11 8 10 9 -7 -8 -1 -5
right_child=-2 -3 3 12 -6 6 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0149326879389343 -0.012668510842841567 0.027129714978068015 -0.017849181943582176 0.00059983242486736212 0.027764911630970439 0.01106397058951962 0.019405055713708198 -0.018611367657353866 0.026057668902476176 0.0011096672891306725 0.0053306591448114291 0.031854118494676807 0.014094871822389202
leaf_weight=52 62 60 72 56 88 1255 76 74 52 173 211 52 87
leaf_count=52 62 60 72 56 88 1255 76 74 52 173 211 52 87
internal_value=0 0.0100293 0.0095721 -0.000100946 0.010596 0.00981823 0.00904941 0.00338591 0.0104296 0.00985928 0.00906394 0.0234107 0.00882266
internal_weight=0 2308 2248 215 2033 1945 1841 361 1480 1428 287 104 143
internal_count=2370 2308 2248 215 2033 1945 1841 361 1480 1428 287 104 143
is_linear=0
shrinkage=0.16829


Tree=3708
num_leaves=18
num_cat=0
split_feature=9 4 403 42 10 2 2 52 11 3 15 3 129 39 483 3 4
split_gain=0.969365 0.62054 0.459109 1.03579 0.452571 0.383425 0.570405 0.411732 0.312076 0.280413 0.872845 0.438234 0.414239 0.380028 0.409173 0.220075 0.138218
threshold=-1.0000000180025095e-35 -0.082249999999999976 -0.23730999999999999 0.087905000000000025 -0.012544999999999999 0.10859000000000001 0.095545000000000005 0.088425000000000017 0.077415000000000012 0.011825000000000002 -0.035449999999999988 0.10449500000000002 0.087710000000000024 0.094675000000000009 -0.095084999999999989 0.30835000000000007 -0.084489999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -3 6 7 16 9 12 11 -11 13 14 -6 -13 -4
right_child=1 4 3 -5 8 -7 -8 -9 -10 10 -12 15 -14 -15 -16 -17 -18
leaf_value=-0.011943929332072474 -0.00057131659367399873 -0.0073602351233222158 0.011411930634315117 0.035542858465045839 0.020727963453600336 -0.0005995892511371537 0.026042789793965578 -0.0020363112236857985 0.019986012950421538 -0.004266168126287666 -0.016334076471493833 0.020994668835908951 -0.0027897224259728001 0.021866171910480087 0.0072835070767958889 0.0062127709462862475 0.021174029357250917
leaf_weight=68 60 61 181 61 68 58 87 59 54 59 58 57 96 59 1172 58 54
leaf_count=68 60 61 181 61 68 58 87 59 54 59 58 57 96 59 1172 58 54
internal_value=0 0.00843331 0.01331 0.0149793 0.00686457 0.0121179 0.0140586 0.0105062 0.00738183 0.00696239 0.00153517 0.00750191 0.0078637 0.0086524 0.00802223 0.0135551 0.0136628
internal_weight=0 2302 560 500 1742 439 381 294 1681 1627 232 174 1395 1299 1240 115 235
internal_count=2370 2302 560 500 1742 439 381 294 1681 1627 232 174 1395 1299 1240 115 235
is_linear=0
shrinkage=0.16829


Tree=3709
num_leaves=25
num_cat=0
split_feature=1 3 1 11 133 3 16 0 3 13 3 11 3 42 43 3 16 13 42 42 481 43 133 13
split_gain=37.6121 5.81235 3.59476 3.4738 2.37061 2.31286 1.40782 1.35428 1.29987 1.03122 0.987081 0.572233 1.50774 0.623078 0.484908 0.473032 0.40074 1.00258 0.342292 0.450536 0.296122 0.239112 0.422541 0.493589
threshold=0.10752500000000002 0.31534000000000006 0.090785000000000018 1.0000000180025095e-35 0.085275000000000004 -0.041784999999999996 -0.38959499999999997 -0.079119999999999982 -0.029309999999999996 -0.0049299999999999995 0.12991000000000003 0.081790000000000015 -0.08292999999999999 0.092475000000000016 0.096985000000000016 -0.07908999999999998 -0.040964999999999994 -0.026084999999999997 0.090625000000000025 0.088200000000000014 -0.065229999999999996 -0.084059999999999982 0.099660000000000012 -0.074014999999999984
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 4 3 7 6 11 -2 15 -8 -7 -10 12 -4 -14 21 18 17 -17 19 20 -1 -9 23 -23
right_child=1 -3 5 -5 -6 9 8 14 10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0022193997471611107 0.00076423864164791556 -6.2182587824744903e-05 0.0012264520871232139 0.0026412597521811628 0.00047766301271433471 0.00094709850292586779 0.0015488476699198155 0.0016577131385464101 0.00073199397990084808 0.0015092444228142787 0.0013490111868159069 0.0020801690943503866 0.0021502463743842729 0.0016816958784897954 0.0014672905175358217 0.001972312486917645 0.0020369544247233564 0.0014387155524600407 0.0022403059584548933 0.0017419687211951307 0.001998148066161917 0.0016993394517851937 0.0016725293229727055 0.0020807637125049351
leaf_weight=78 88 69 52 76 81 63 95 97 60 83 54 59 58 69 56 94 85 66 72 70 582 57 93 113
leaf_count=78 88 69 52 76 81 63 95 97 60 83 54 59 58 69 56 94 85 66 72 70 582 57 93 113
internal_value=0 0.000818044 0.00188083 0.00195219 0.000978813 0.00159471 0.00111537 0.00191638 0.00126305 0.00126692 0.00102457 0.00179564 0.00170166 0.00189596 0.00175635 0.00197992 0.00185128 0.00175242 0.00201918 0.00199732 0.00202435 0.00180122 0.00185401 0.00195308
internal_weight=0 447 1923 1539 378 384 297 1463 209 146 114 238 179 127 416 1047 245 160 802 730 660 360 263 170
internal_count=2370 447 1923 1539 378 384 297 1463 209 146 114 238 179 127 416 1047 245 160 802 730 660 360 263 170
is_linear=0
shrinkage=0.0032998


Tree=3710
num_leaves=17
num_cat=0
split_feature=4 15 12 147 48 3 1 48 1 4 1446 4 12 1419 48 16
split_gain=0.715177 0.707026 0.58822 0.682585 0.407575 0.985034 0.8485 0.471027 0.581276 0.564668 0.390029 0.343691 0.309895 0.262391 0.149675 0.184747
threshold=0.50373500000000015 -0.47090499999999996 0.11769500000000001 0.089365000000000014 0.087470000000000006 -0.0047649999999999993 0.096375000000000016 0.096030000000000018 0.078015000000000015 0.057265000000000003 0.095780000000000018 -0.017574999999999997 -0.010219999999999998 0.082370000000000013 0.11270000000000001 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 10 11 8 -6 14 12 -7 -1 -14 15 -9
right_child=1 -3 -4 -5 7 6 -8 9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.00020338603130978713 0.0094303617520969992 -0.014504013945144166 -0.0037345624053995406 -0.0045754775787957645 0.010120294305078072 0.0073620839418546882 0.040244394889313688 0.0049111022861295364 -0.012308747321693547 -0.0015830096967108607 0.023349594107792367 0.025550218713318435 0.0098203040875844295 0.021615473345172453 0.02295565619489795 0.018954968094208675
leaf_weight=84 67 73 93 88 58 67 58 53 75 80 62 53 1296 56 54 54
leaf_count=84 67 73 93 88 58 67 58 53 75 80 62 53 1296 56 54 54
internal_value=0 -0.00303687 0.00935349 0.00992364 0.0105469 0.0116688 0.0235123 0.00551454 -0.00251415 0.00995277 0.0102603 0.0154101 0.00969394 0.0103102 0.015696 0.0120155
internal_weight=0 140 2231 2138 2050 1676 178 374 133 241 1498 120 1436 1352 161 107
internal_count=2371 140 2231 2138 2050 1676 178 374 133 241 1498 120 1436 1352 161 107
is_linear=0
shrinkage=0.16829


Tree=3711
num_leaves=26
num_cat=0
split_feature=1 4 3 2 14 1 0 2 3 4 0 1 4 0 3 3 13 4 1 2 2 4 43 13 1
split_gain=26.7561 5.88561 4.5671 3.70655 2.82503 2.14212 2.09974 1.38109 1.09439 1.08524 0.828899 0.630572 0.764152 0.56239 0.517369 0.432225 0.373636 0.364569 0.351798 0.717153 0.520701 0.351421 0.307695 0.30965 0.234389
threshold=0.104035 0.41488500000000006 -0.06340999999999998 0.093365000000000017 0.054835000000000009 0.089710000000000026 0.040035000000000008 0.13880500000000004 -0.12077499999999998 0.053255000000000004 -0.061994999999999995 0.086920000000000011 0.0011850000000000003 -0.081854999999999997 0.0075150000000000008 0.077930000000000013 -0.065269999999999981 -0.080874999999999989 1.0000000180025095e-35 0.083855000000000013 0.088850000000000012 -0.013324999999999998 0.043850000000000007 -0.05176999999999999 0.092415000000000011
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 21 4 8 6 9 14 -1 13 15 18 17 -5 -4 -3 -11 -13 19 -10 -21 -2 23 -15 -19
right_child=1 10 7 5 -6 -7 -8 -9 11 16 -12 12 -14 22 -16 -17 -18 24 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0017387514094766843 0.0022318529934948379 0.00077241364958269352 0.0011885022702618478 0.002493258631610277 0.0029056559469238645 0.0014489927893432625 0.0014094414369778038 0.00077954297191803882 0.0018725785825196056 0.0020188285195463576 0.00051452352646505983 0.0018983134920054661 0.0017245328990698077 0.0023270623384449587 0.0015751627670552784 0.0011749474812916029 0.0016747508123943883 0.0023194872354856473 0.0024615473974920594 0.0023174523448526874 0.0021188750048154099 0.0018649667917337513 0.0018887511694861464 0.0020398857612026083 0.0020965755412869704
leaf_weight=60 59 61 72 54 61 99 61 54 59 65 71 53 57 85 82 57 78 110 79 473 215 59 53 86 108
leaf_count=60 59 61 72 54 61 99 61 54 59 65 71 53 57 85 82 57 78 110 79 473 215 59 53 86 108
internal_value=0 0.00126099 0.00152971 0.00211129 0.002211 0.00189242 0.00198343 0.0012351 0.00217607 0.00206651 0.000797306 0.00219878 0.00207496 0.00218732 0.00139462 0.000967157 0.0018314 0.00214854 0.0022479 0.00222526 0.00225545 0.00204871 0.00211341 0.00218284 0.00220922
internal_weight=0 515 326 1856 1275 581 482 208 1214 421 189 1154 328 278 154 118 143 271 826 747 688 118 224 171 218
internal_count=2371 515 326 1856 1275 581 482 208 1214 421 189 1154 328 278 154 118 143 271 826 747 688 118 224 171 218
is_linear=0
shrinkage=0.0032998


Tree=3712
num_leaves=19
num_cat=0
split_feature=1 52 39 1 12 14 10 147 39 1 12 1 51 12 52 12 52 42
split_gain=25.0244 7.09243 3.35959 2.57801 3.11089 2.09631 1.94023 1.07019 1.05264 1.04907 1.02204 0.955991 0.723672 1.10369 0.852732 1.07943 0.470731 0.326933
threshold=0.10354000000000001 -0.41304999999999997 0.081875000000000017 0.12796000000000002 0.088395000000000015 0.062655000000000016 -1.0000000180025095e-35 0.085050000000000014 0.087690000000000004 0.10871500000000002 0.11769500000000001 0.11670500000000002 0.07955000000000001 0.084645000000000012 -0.083939999999999987 0.090005000000000016 -0.10692499999999998 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 9 7 -5 10 -8 -3 12 -11 14 -14 16 -16 -1 -15
right_child=1 3 -4 6 -6 -7 8 -9 -10 11 -12 -13 13 17 15 -17 -18 -19
leaf_value=0.0020086312761033375 0.0022338707092127525 0.00065073191629305303 0.0014387155884166925 0.00023863857088337855 0.0018191326911064683 0.0026080164782449652 0.0012220083186799914 0.0016032506014261852 0.00063939990866202076 0.0014175567678494135 0.0016184401506400346 0.00085697273136450521 0.0015002002049291094 0.00218443098016558 0.0022271414614870896 0.0020111857942284213 0.0016861816961479372 0.0018660898663705799
leaf_weight=217 65 53 101 53 81 73 82 61 58 85 58 55 59 79 626 431 66 68
leaf_count=217 65 53 101 53 81 73 82 61 58 85 58 55 59 79 626 431 66 68
internal_value=0 0.00121212 0.00202494 0.00106984 0.0012758 0.00205899 0.000777244 0.00203489 0.000980894 0.00104759 0.00205129 0.00119758 0.0020675 0.00188372 0.00209573 0.00213912 0.00193356 0.00203741
internal_weight=0 532 1839 467 274 1738 193 1665 140 193 1604 140 1546 206 1340 1057 283 147
internal_count=2371 532 1839 467 274 1738 193 1665 140 193 1604 140 1546 206 1340 1057 283 147
is_linear=0
shrinkage=0.0032998


Tree=3713
num_leaves=21
num_cat=0
split_feature=2 13 14 52 52 52 13 16 12 13 13 13 34 2 52 50 160 12 475 13
split_gain=0.817973 1.01557 0.691562 0.560559 0.380633 0.391644 0.519968 0.367894 0.353281 0.346239 1.21805 0.485447 0.326362 0.3723 0.471738 0.5814 0.443714 0.473845 0.323921 0.273374
threshold=0.093365000000000017 0.22245000000000001 0.076975000000000002 -0.45478499999999994 0.044705000000000002 0.14564000000000002 -0.0076349999999999986 -0.073494999999999991 0.10842500000000001 -0.39451999999999993 -0.09057999999999998 -0.05176999999999999 -0.081364999999999993 -1.0000000180025095e-35 0.11379500000000002 0.092620000000000022 -0.10466499999999999 0.078515000000000015 -0.048844999999999993 -0.0049299999999999995
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 3 8 18 9 7 -7 -6 12 -5 -11 -12 -1 -14 16 -16 -15 -18 -2 -13
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 11 19 13 14 15 -17 17 -19 -20 -21
leaf_value=0.024476612022780984 0.0081819564330085498 -0.016822632508285265 0.03000412054579827 0.014504683709885538 0.024654236884737873 0.012000908949599216 -0.0092283383406388843 0.0081519368756602269 -0.0017685329374469297 -0.023016833452246543 0.014617600332590326 -0.0087311882282470055 0.00011499943872965849 0.028626950645107906 -0.0051516465361323028 0.016274949339426203 0.02427368837398684 0.011652026992510533 0.026005073302347404 0.0040258654297925731
leaf_weight=59 52 52 61 59 75 85 53 79 53 53 95 67 75 53 89 60 93 928 66 164
leaf_count=59 52 52 61 59 75 85 53 79 53 53 95 67 75 53 89 60 93 928 66 164
internal_value=0 0.00599585 0.012442 0.00739721 0.00565404 0.0103625 0.00383463 0.0162004 0.011681 0.00251098 0.000639144 0.00449057 0.0122076 0.0116485 0.0123543 0.00346446 0.013586 0.0128035 0.018166 0.00031799
internal_weight=0 900 1471 848 730 292 138 154 1410 438 379 326 1357 1298 1223 149 1074 1021 118 231
internal_count=2371 900 1471 848 730 292 138 154 1410 438 379 326 1357 1298 1223 149 1074 1021 118 231
is_linear=0
shrinkage=0.16829


Tree=3714
num_leaves=19
num_cat=0
split_feature=4 148 159 2 4 3 151 1447 3 1 3 52 3 51 2 48 3 48
split_gain=0.57915 0.51423 0.449177 0.41951 0.734001 0.771407 0.65623 0.63307 0.572402 0.568224 0.985098 0.503588 0.729299 0.447987 0.372428 0.275941 0.352186 0.156323
threshold=0.50373500000000015 -0.079549999999999996 0.099565000000000015 0.088850000000000012 0.076415000000000025 -0.015069999999999998 0.08357500000000001 -0.085804999999999979 0.0025650000000000004 0.090485000000000024 -0.12077499999999998 -0.080064999999999983 0.13772500000000001 0.077225000000000016 0.087855000000000003 0.083180000000000018 -0.082039999999999988 0.10061000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 8 -3 9 15 -11 -10 -13 14 -9 16 -5 -17
right_child=2 3 -4 6 -6 -7 -8 13 11 10 -12 12 -14 -15 -16 17 -18 -19
leaf_value=-0.0033314545534112398 -0.010683459693203105 -0.0054844413550572801 0.008501177711410601 0.0010916378325451588 0.028865735864270544 -0.0032113928926088037 -0.010166920001920664 0.010806300295450755 0.0032768468610874816 0.0086856686647895469 -0.019493515482224714 0.034424885742989929 0.0096385100042802527 0.024330314426796461 0.023524849590258672 0.021885592265040513 0.010080021259805002 0.0092826198745526896
leaf_weight=92 78 54 62 203 67 102 59 722 59 81 62 67 68 93 72 58 317 55
leaf_count=92 78 54 62 203 67 102 59 722 59 81 62 67 68 93 72 58 317 55
internal_value=0 0.00897374 -0.00217457 0.00950384 0.0117754 0.0106759 0.00705168 0.0121831 0.00810084 0.0060531 -0.00351932 0.0162825 0.0219532 0.0132607 0.0119619 0.00821843 0.00657455 0.0157673
internal_weight=0 2231 140 2139 1110 1043 1029 941 970 776 143 194 135 887 794 633 520 113
internal_count=2371 2231 140 2139 1110 1043 1029 941 970 776 143 194 135 887 794 633 520 113
is_linear=0
shrinkage=0.16829


Tree=3715
num_leaves=18
num_cat=0
split_feature=1 4 16 34 12 16 150 457 51 4 403 4 16 16 4 12 4
split_gain=14.8654 2.48701 2.10758 1.09779 1.04711 0.72699 1.02069 0.718017 0.571123 0.754931 0.558603 0.538549 0.484217 0.4729 0.796734 0.304375 0.29895
threshold=0.10752500000000002 0.04105000000000001 0.25155500000000003 -0.028109999999999996 -0.086449999999999985 -0.4058199999999999 0.085395000000000013 0.083570000000000019 0.11178000000000002 -0.50775499999999985 -0.54045999999999983 -0.0011949999999999997 -0.019749999999999993 -0.052894999999999991 0.24099500000000004 0.088005000000000014 0.50609000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 16 12 8 9 -6 -11 -12 -7 14 15 -3 -5
right_child=2 13 -4 5 7 6 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0010467826292570484 0.00024945137163906439 0.0015531904247457066 0.0013002072147395688 0.00044414404605734993 0.0019217286063995336 0.0011895869160712988 0.00048234115913676454 0.0012235828559007038 0.0012623939631911307 0.0018483740524568803 0.0014749697802344166 0.001693356210451314 0.0008140655725009337 0.00091953906447940004 0.0009555893307474061 0.0012317779813086616 0.00076231812480880739
leaf_weight=60 56 61 70 87 52 80 54 102 95 53 1115 141 72 77 77 72 52
leaf_count=60 56 61 70 87 52 80 54 102 95 53 1115 141 72 77 77 72 52
internal_value=0 0.00142622 0.000771343 0.000678934 0.00147651 0.000748545 0.000873284 0.00149304 0.00151189 0.00152928 0.00151367 0.00149951 0.00101194 0.00114259 0.00122421 0.00137946 0.000563427
internal_weight=0 1905 471 401 1618 345 206 1558 1456 1361 1309 1256 152 287 210 133 139
internal_count=2376 1905 471 401 1618 345 206 1558 1456 1361 1309 1256 152 287 210 133 139
is_linear=0
shrinkage=0.0032998


Tree=3716
num_leaves=22
num_cat=0
split_feature=4 3 11 3 12 39 39 49 4 15 51 49 4 12 43 133 43 49 3 3 4
split_gain=8.11596 5.89447 2.75048 1.85973 1.29859 1.02863 0.851446 0.86686 0.627858 1.46571 0.591733 0.688491 0.558514 0.536115 0.533292 0.502308 0.450848 0.357767 0.253785 0.23734 0.582798
threshold=0.27161500000000005 0.25468500000000005 1.0000000180025095e-35 -0.076554999999999998 0.092295000000000002 0.088025000000000006 0.086425000000000016 -0.0087399999999999995 -0.029369999999999997 -0.026169999999999995 -0.095144999999999993 -0.081334999999999977 -0.49013999999999996 0.093415000000000012 -0.12584499999999996 0.082410000000000011 -0.011584999999999998 0.10247500000000002 0.13524500000000003 0.092330000000000009 -0.071794999999999984
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 2 3 10 5 18 8 -8 19 17 15 -12 -4 16 -15 -1 -13 -10 -2 20 -5
right_child=4 -3 12 6 -6 -7 7 -9 9 -11 11 13 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0008795590016833089 0.0010498081657177368 0.0002311268822966706 0.0014934623931046867 0.00095272529811087753 0.00019422185054653076 0.00047938370156366269 0.00055806560511399239 0.0011188847923528885 0.001260844733237045 0.00061782475467921723 0.0010001865661794953 0.0014666996423084624 0.0019241640738863115 0.0014906733644270503 0.0011064632417677265 0.0013331236903450564 0.0013090301210294695 0.00096005648773449367 0.00075618826008269689 0.0014677877493357906 0.0013626454345794837
leaf_weight=56 89 59 58 56 53 84 55 67 182 62 57 559 79 56 139 52 315 58 52 67 121
leaf_count=56 89 59 58 56 53 84 55 67 182 62 57 559 79 56 139 52 315 58 52 67 121
internal_value=0 0.00126008 0.00128984 0.00125725 0.000659793 0.000769304 0.00111668 0.000866345 0.00117255 0.0010713 0.00133331 0.00135582 0.00174208 0.00137475 0.00121698 0.00109827 0.00140991 0.0011883 0.000941773 0.00129773 0.00123315
internal_weight=0 2098 2039 1902 278 225 668 122 546 302 1234 1126 137 1069 195 108 874 240 141 244 177
internal_count=2376 2098 2039 1902 278 225 668 122 546 302 1234 1126 137 1069 195 108 874 240 141 244 177
is_linear=0
shrinkage=0.0032998


Tree=3717
num_leaves=15
num_cat=0
split_feature=1 2 2 159 48 43 43 1 1 148 150 1429 11 3
split_gain=0.721169 0.661694 0.555501 0.527642 0.847326 0.376929 0.30815 0.282807 0.669976 0.41207 0.39367 0.354514 0.657955 0.121726
threshold=0.11846000000000002 -0.007134999999999999 -0.00097499999999999985 0.10467500000000002 0.014805 -1.0000000180025095e-35 -0.16802999999999998 0.11156000000000001 0.11507500000000002 -0.068554999999999991 0.10921500000000002 -0.066319999999999976 0.080320000000000016 -0.10919499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 13 9 -9 -8 11 -11 -13 -4
right_child=1 3 6 -5 -6 -7 7 8 -10 10 -12 12 -14 -15
leaf_value=0.02313454573400054 -0.016090089175276722 0.0080971396313235747 0.011770859460978713 -0.010004868309036349 -0.0074847049958408516 0.02751968659019308 0.022001768343998206 -0.013367155476095375 0.013519734972658586 -0.0029953813292651608 -0.0059663165180108002 0.0087135448033945247 0.026695053857675569 0.022082430295692981
leaf_weight=82 55 59 67 54 58 55 66 53 52 68 52 1530 60 65
leaf_count=82 55 59 67 54 58 55 66 53 52 68 52 1530 60 65
internal_value=0 0.000456904 0.00954301 0.00449178 0.0090535 0.0174834 0.00898846 0.00843497 -3.46327e-05 0.00893672 0.0084314 0.00888404 0.00939322 0.0168621
internal_weight=0 281 2095 226 172 114 2013 1881 105 1776 1710 1658 1590 132
internal_count=2376 281 2095 226 172 114 2013 1881 105 1776 1710 1658 1590 132
is_linear=0
shrinkage=0.16829


Tree=3718
num_leaves=17
num_cat=0
split_feature=4 2 124 147 133 4 51 0 11 14 150 52 0 4 4 2
split_gain=24.6905 10.5325 5.34926 1.93247 1.57178 1.55367 1.52505 2.60353 1.85414 1.24989 1.87451 0.760208 0.731791 0.656415 0.411388 0.111573
threshold=0.30163500000000004 0.14271500000000001 -0.043384999999999993 0.086575000000000013 0.086345000000000019 0.054560000000000004 0.07955000000000001 -0.10220499999999998 0.077290000000000011 -1.0000000180025095e-35 0.081245000000000026 1.0000000180025095e-35 -0.079249999999999987 0.5105900000000001 -0.083829999999999988 0.090000000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 8 -8 12 -2 13 15 -4 -11 -9 -7
right_child=9 -3 3 -5 -6 11 7 14 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0015308262451081977 0.0011229444909322758 0.00058225730350046194 0.002061071458964892 0.0013598656654300021 0.00080222041702382593 0.0016634014132554293 0.0012722140236909845 0.0017250836782956639 0.0025383315171625927 0.00016908370584075598 0.0011245554861057476 0.0019394696855629266 0.0018926620101956009 0.00064112993363530453 0.0020635195489709136 0.0014668899260671926
leaf_weight=86 74 70 820 63 52 57 83 56 75 67 55 87 439 62 144 86
leaf_count=86 74 70 820 63 52 57 83 56 75 67 55 87 439 62 144 86
internal_value=0 0.00184164 0.00188467 0.00193003 0.00125653 0.00194946 0.00198569 0.00176472 0.00203254 0.000760205 0.000614129 0.00169466 0.00200238 0.000396232 0.00196893 0.00154547
internal_weight=0 2118 2048 1910 138 1847 1617 283 1334 258 184 230 1259 129 200 143
internal_count=2376 2118 2048 1910 138 1847 1617 283 1334 258 184 230 1259 129 200 143
is_linear=0
shrinkage=0.0032998


Tree=3719
num_leaves=19
num_cat=0
split_feature=1 16 4 123 1 14 1 403 14 0 0 4 158 4 16 0 4 0
split_gain=25.4682 3.61776 3.20581 1.93525 1.52197 1.64844 1.12444 1.04955 1.05344 1.83377 1.06901 1.05288 0.952005 0.717353 1.11648 0.615056 0.592617 0.501688
threshold=0.10752500000000002 0.25155500000000003 0.043850000000000007 1.0000000180025095e-35 0.11414000000000001 -1.0000000180025095e-35 0.13712000000000005 -0.54045999999999983 0.062655000000000016 -0.11208499999999998 -0.079249999999999987 -0.50547999999999982 0.07968500000000002 0.24099500000000004 -0.050529999999999999 -0.13740499999999997 0.30163500000000004 -0.096594999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 15 -6 16 -1 9 -9 17 -12 13 14 -4 -2 -7 -11
right_child=1 -3 12 -5 5 6 -8 8 -10 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0023766595970377423 0.00093715636339517145 0.0016777005004514011 0.0017355512994369528 0.001334686165774545 0.0011613441359803356 0.00098574760943585587 0.00027263319816920592 0.001373890856108291 0.0023698078649598358 0.0023048738666358827 0.0021640140283144022 0.0017335450418910683 0.0018385325701922701 0.0010850754955247796 0.0011444334665965594 0.0014272602279452023 0.00054822435370923469 0.001966344673252093
leaf_weight=54 55 70 97 64 74 69 78 72 52 52 73 437 75 57 55 58 67 817
leaf_count=54 55 70 97 64 74 69 78 72 52 52 73 437 75 57 55 58 67 817
internal_value=0 0.000984984 0.00184211 0.00189886 0.000863973 0.000736313 0.000589175 0.00192202 0.00190567 0.00188901 0.00191588 0.00179523 0.00151809 0.00140293 0.00152189 0.00118903 0.000770462 0.00198664
internal_weight=0 471 1905 1621 401 288 214 1557 1503 1451 1379 510 284 209 152 113 136 869
internal_count=2376 471 1905 1621 401 288 214 1557 1503 1451 1379 510 284 209 152 113 136 869
is_linear=0
shrinkage=0.0032998


Tree=3720
num_leaves=15
num_cat=0
split_feature=14 481 39 15 124 147 481 4 3 3 4 13 2 2
split_gain=0.825738 0.886172 0.462642 0.377727 0.510972 0.368023 0.360774 0.316345 0.378697 0.408478 0.538716 0.499451 0.331726 0.182168
threshold=-0.23083499999999998 -0.074219999999999994 0.081875000000000017 -0.050004999999999994 -0.051674999999999992 0.090425000000000019 -0.087424999999999989 -0.38908499999999996 0.11372500000000001 -0.053499999999999992 -1.0000000180025095e-35 0.06301000000000001 0.10188000000000001 0.11736500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 5 4 -4 7 -2 12 9 11 -11 -9 -3 -10
right_child=1 2 3 -5 -6 -7 -8 8 13 10 -12 -13 -14 -15
leaf_value=0.025116867178497652 0.012705502267874719 0.026736839693967979 -0.0023789004042247771 -0.0090778537883374703 0.0162595790251336 -0.0043933313038208108 0.027998227565704109 0.01011344572975598 -0.0076957126876421008 0.006641161314947284 0.027586253433466809 0.00028556739062369303 0.0098318568912682276 0.0063877539085356516
leaf_weight=100 82 62 95 68 74 53 95 1268 52 62 80 166 71 52
leaf_count=100 82 62 95 68 74 53 95 1268 52 62 80 166 71 52
internal_value=0 0.00948043 0.00851645 0.00150349 0.0057717 0.0094062 0.0209236 0.0098106 0.00918291 0.00983204 0.0184539 0.00897702 0.0177259 -0.000636705
internal_weight=0 2280 2103 237 169 1866 177 1813 1680 1576 142 1434 133 104
internal_count=2380 2280 2103 237 169 1866 177 1813 1680 1576 142 1434 133 104
is_linear=0
shrinkage=0.16829


Tree=3721
num_leaves=21
num_cat=0
split_feature=4 2 12 2 2 52 43 4 2 11 1446 16 16 16 16 15 43 52 1446 43
split_gain=11.8383 4.88474 3.21484 1.54916 0.966711 0.890606 0.881979 0.97755 0.786652 1.47081 0.733234 0.691259 0.808231 0.62591 0.698071 0.544542 0.432849 0.434026 0.426416 0.347161
threshold=0.27161500000000005 0.13880500000000004 1.0000000180025095e-35 -0.007134999999999999 0.094835000000000017 0.044705000000000002 -0.072864999999999985 0.50609000000000004 0.10188000000000001 0.075910000000000019 0.037915000000000011 0.0055300000000000011 -0.082909999999999984 -0.032969999999999992 0.40304500000000004 -0.033689999999999991 -0.085154999999999995 -0.014759999999999997 0.091180000000000011 -0.081474999999999992
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 2 3 -1 15 6 -2 -8 9 10 16 12 -6 -10 -15 -5 17 -4 -12 -18
right_child=5 -3 8 4 11 -7 7 -9 13 -11 18 -13 -14 14 -16 -17 19 -19 -20 -21
leaf_value=0.00077414538266913819 0.00030891019682628966 0.00069648554239889538 0.0018169591745031126 0.0017556620797172012 0.001319758856361366 0.0010851175316605286 0.00054900650054935858 0.0010907836398000507 0.001635157257405695 0.0020529211411759833 0.0019336321075250503 0.0014566202124162914 0.00077313621448666444 0.00096644659057751889 0.0014428095037443385 0.0013142191281998777 0.0013192725261522331 0.0015589219652060082 0.0015677743985230421 0.0015418479963885793
leaf_weight=64 59 82 125 71 57 69 83 65 81 78 98 67 62 53 94 55 87 174 56 800
leaf_count=64 59 82 125 71 57 69 83 65 81 78 98 67 62 53 94 55 87 174 56 800
internal_value=0 0.00148681 0.00151884 0.00124311 0.0013392 0.000759685 0.000651037 0.000787187 0.00158181 0.0016109 0.00158515 0.00118723 0.00103526 0.00140072 0.0012713 0.00156325 0.00155711 0.00166691 0.00180082 0.00152006
internal_weight=0 2104 2022 376 312 276 207 148 1646 1418 1340 186 119 228 147 126 1186 299 154 887
internal_count=2380 2104 2022 376 312 276 207 148 1646 1418 1340 186 119 228 147 126 1186 299 154 887
is_linear=0
shrinkage=0.0032998


Tree=3722
num_leaves=14
num_cat=0
split_feature=48 2 2 160 403 3 4 12 4 1456 2 0 3
split_gain=0.599857 0.460132 0.589887 0.423897 0.586361 0.517224 0.553741 0.451359 0.643941 0.534875 0.47192 0.238362 0.112713
threshold=0.13504500000000005 0.15518000000000001 0.14019000000000004 -0.012019999999999998 -0.084984999999999991 0.09037000000000002 -0.072529999999999983 0.11512500000000002 0.27161500000000005 -0.062944999999999987 -0.013254999999999998 -0.084524999999999975 -0.00094999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 -5 -11 -8 -10
right_child=-2 -3 -4 7 5 -7 11 -9 12 10 -12 -13 -14
leaf_value=0.028131418578639975 -0.0080825951868596282 0.023498722524072674 -0.0082685595929715573 -0.0037026783420073756 -0.0043809953402482223 0.02653057271457358 0.0086722795107308393 0.021747844547095756 0.001378812830900694 0.025122700723062944 0.0090203790614954669 0.016405497316640434 -0.0083651134290486078
leaf_weight=69 54 68 52 90 66 60 258 68 68 54 1204 203 66
leaf_count=69 54 68 52 90 66 60 258 68 68 54 1204 203 66
internal_value=0 0.0098414 0.00942931 0.0098473 0.0134377 0.0117074 0.0100164 0.0083266 0.00770957 0.00881597 0.009713 0.0120815 -0.00340703
internal_weight=0 2326 2258 2206 656 587 527 1550 1482 1348 1258 461 134
internal_count=2380 2326 2258 2206 656 587 527 1550 1482 1348 1258 461 134
is_linear=0
shrinkage=0.16829


Tree=3723
num_leaves=27
num_cat=0
split_feature=12 2 3 43 43 12 2 49 2 41 49 16 16 16 52 124 1446 43 52 2 3 52 43 3 52 12
split_gain=27.8116 9.06764 4.95662 5.33873 5.82845 3.19211 2.19637 1.63899 1.5806 1.86351 1.32578 1.1735 0.930672 0.721651 0.802459 0.697851 0.676575 0.519771 0.432296 0.603721 0.366979 0.367401 0.360145 0.607766 0.303055 0.0956012
threshold=0.077755000000000005 0.13712500000000002 0.30112000000000005 -0.031974999999999996 -0.095564999999999983 0.092495000000000008 0.10293500000000001 -0.054509999999999996 0.10188000000000001 0.075585000000000013 0.059705000000000001 -0.23071499999999998 -0.042349999999999992 0.0086100000000000013 -0.54313499999999992 -0.082254999999999981 0.037915000000000011 -0.15786499999999998 0.11667000000000001 0.09167500000000002 -0.080604999999999996 -0.069694999999999993 -0.03750499999999999 -0.078129999999999991 0.0074400000000000013 0.096510000000000012
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 5 3 4 -1 8 12 -6 9 16 -8 -7 -5 17 -15 -9 18 -13 19 -2 -16 -22 25 -24 -18 -19
right_child=1 -3 -4 6 7 11 10 15 -10 -11 -12 13 -14 14 20 -17 24 22 -20 -21 21 -23 23 -25 -26 -27
leaf_value=0.0014236333197571492 0.0017173374693075557 0.00034152194272343476 0.0001118535419220503 0.0011768310800255991 0.0006609533485706355 0.0010209075720350334 0.00062072116519528201 0.00022570500786377279 0.0012319049559899502 0.0023997689267146395 0.0012902169436925805 0.0018929205460800039 0.0016611447022853549 0.0017157624557328831 0.0010207921112325206 -0.00030978221038732598 0.0018411292242007404 0.0012928321514140797 0.0014757583947772627 0.0020896273991701571 0.0011601464447652196 0.0015377227080787261 0.0019358080940659363 0.0015133931053777205 0.0021618099418090446 0.0014973633401634944
leaf_weight=58 682 60 98 80 56 60 83 54 59 52 53 57 96 53 54 52 83 56 74 52 56 59 53 131 56 53
leaf_count=58 682 60 98 80 56 60 83 54 59 52 53 57 96 53 54 52 83 56 74 52 56 59 53 131 56 53
internal_value=0 0.00160288 0.000794213 0.000919845 0.000525903 0.00164764 0.00119751 0.000204276 0.00175865 0.00178972 0.000881887 0.00146176 0.0014412 0.00150794 0.00135972 -3.66545e-05 0.00175618 0.00160185 0.00171926 0.00174376 0.00124785 0.00135417 0.00154511 0.00163526 0.00197058 0.00139261
internal_weight=0 1750 630 532 220 1690 312 162 1058 999 136 632 176 572 222 106 947 350 808 734 169 115 293 184 139 109
internal_count=2380 1750 630 532 220 1690 312 162 1058 999 136 632 176 572 222 106 947 350 808 734 169 115 293 184 139 109
is_linear=0
shrinkage=0.0032998


Tree=3724
num_leaves=15
num_cat=0
split_feature=481 14 4 4 3 3 1428 42 0 0 0 4 474 51
split_gain=0.621921 0.543927 0.414892 0.565622 0.37631 0.32656 0.354086 0.301232 0.453963 0.273992 0.496339 0.353976 0.307533 0.17193
threshold=-0.082304999999999989 -0.23083499999999998 0.23590000000000003 0.50973500000000016 -0.085684999999999997 0.10323000000000002 0.081935000000000022 0.090445000000000011 -0.14989499999999997 -0.0042749999999999993 -0.047049999999999995 -0.44205499999999992 0.089435000000000014 0.090230000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 7 -1 6 9 8 -4 10 12 -11 -3 -7
right_child=1 2 3 -5 -6 13 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.030573566903454825 0.020660618072575396 0.0092432974798608309 -0.011666067787308729 0.014672078954605906 0.012331181352367906 0.0058911021688926313 0.022354502720625745 -0.014328481762925676 0.0082945373445149975 0.008346219346448025 0.025276844866686552 -0.0088817586924420898 -0.0015827611631292473 -0.0074333784546677549
leaf_weight=56 95 1461 52 66 76 58 55 52 85 85 53 56 78 52
leaf_count=56 95 1461 52 66 76 58 55 52 85 85 53 56 78 52
internal_value=0 0.00818746 0.00763625 0.00125443 0.020084 0.00849271 0.00904028 -0.00342159 0.000705135 0.00861669 0.00924666 0.00149116 0.00869344 -0.000391411
internal_weight=0 2248 2153 255 132 1898 1788 189 137 1733 1592 141 1539 110
internal_count=2380 2248 2153 255 132 1898 1788 189 137 1733 1592 141 1539 110
is_linear=0
shrinkage=0.16829


Tree=3725
num_leaves=18
num_cat=0
split_feature=1 124 52 1 14 2 2 1 147 42 1456 49 16 16 52 403 52
split_gain=63.7426 9.95536 8.35276 5.38937 4.14079 2.65016 2.31848 1.98849 1.84596 1.51416 1.37364 1.3143 1.264 0.687851 0.677311 0.574422 0.491032
threshold=0.10538500000000002 -0.043384999999999993 -0.26738999999999996 0.12007000000000002 0.054835000000000009 0.12330500000000001 0.10527500000000002 0.14741000000000001 0.084575000000000025 0.092475000000000016 0.056325000000000007 -0.047749999999999994 -0.38959499999999997 -0.42372999999999994 -0.011499999999999998 -0.23730999999999999 0.25683000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 5 8 -4 12 9 10 11 -3 -5 -8 -12 -11 -17
right_child=2 4 3 7 -6 -7 13 -9 -10 15 14 -13 -14 -15 -16 16 -18
leaf_value=0.00099002875517421917 0.0019638816140001157 0.0018263775985261758 0.0014454263137447007 8.236653073385727e-05 0.0030381172979328697 0.0013964130822908519 0.0010109620664250191 -0.00033330351516804111 0.001592197469398336 0.0016889374298468844 0.0027932698814203635 0.0022173850213429388 0.00067659574911488037 0.00052860356828687751 0.0023139455838287405 0.0019461451602507667 0.0023196041869505452
leaf_weight=84 54 104 71 73 56 53 52 54 63 70 62 1048 84 86 70 162 52
leaf_count=84 54 104 71 73 56 53 52 54 63 70 62 1048 84 86 70 162 52
internal_value=0 0.00210033 0.000741971 0.000584784 0.00215392 0.00212449 0.00096041 0.000212552 0.00214813 0.00217044 0.00221887 0.00218212 0.000400522 0.000710617 0.00253935 0.00195138 0.00203706
internal_weight=0 1824 474 420 1740 1684 209 211 1631 1568 1284 1152 157 138 132 284 214
internal_count=2298 1824 474 420 1740 1684 209 211 1631 1568 1284 1152 157 138 132 284 214
is_linear=0
shrinkage=0.0032998


Tree=3726
num_leaves=20
num_cat=0
split_feature=15 2 42 15 0 15 133 130 52 0 49 159 2 3 52 42 52 1 15
split_gain=0.925461 0.638729 0.534663 0.640732 0.4456 0.425136 0.418598 0.37033 0.35722 0.499903 0.290949 0.371308 0.335795 0.277653 0.246266 0.256411 0.238771 0.18688 0.16999
threshold=-0.37478999999999996 -0.0091949999999999983 0.092475000000000016 0.11852500000000001 -0.14857499999999998 -0.094124999999999986 -0.088234999999999994 -0.082104999999999984 0.024560000000000002 -0.071719999999999992 0.083250000000000005 0.088800000000000004 0.084095000000000017 -0.017449999999999997 0.087105000000000016 0.083985000000000018 -0.090619999999999992 0.13702500000000004 0.092250000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 4 6 5 -3 -4 -6 9 -8 11 12 -9 -1 15 -12 -13 -15 -10
right_child=1 2 3 -5 7 -7 8 10 18 -11 14 16 -14 17 -16 -17 -18 -19 -20
leaf_value=-0.011381544281906153 -0.0039647750154062199 0.010203456817236306 0.01654410588643215 0.022508784918756408 -0.0016193641475051512 0.027883483207754835 -0.012684966160606699 0.016203503104172779 0.013344377984284695 0.0053173576034722782 0.023838832178110624 -0.0046201572371261665 0.0096338992682946847 0.009928204046278321 0.0076919910420900454 0.012331092716612977 0.0097511190377678157 -0.0041936460122437126 0.00035395950212721209
leaf_weight=63 84 65 53 54 59 96 96 332 64 80 139 68 664 52 68 92 63 54 52
leaf_count=63 84 65 53 54 59 96 96 332 64 80 139 68 664 52 68 92 63 54 52
internal_value=0 0.010402 0.0109931 0.0054581 0.0123337 0.0207567 0.00278408 0.0114192 0.000280392 -0.00449188 0.01196 0.0107173 0.0118256 -0.00252797 0.0166378 0.0192634 0.00227751 0.00271711 0.00753658
internal_weight=0 2129 2045 399 1646 161 345 1485 292 176 1426 1127 996 169 299 231 131 106 116
internal_count=2298 2129 2045 399 1646 161 345 1485 292 176 1426 1127 996 169 299 231 131 106 116
is_linear=0
shrinkage=0.16829


Tree=3727
num_leaves=22
num_cat=0
split_feature=4 0 43 3 0 133 43 52 3 42 3 42 42 51 1210 42 3 160 3 160 4
split_gain=0.59788 0.629129 0.428698 0.405673 0.677703 0.441794 0.37138 0.654607 0.664605 0.470216 0.445097 0.597809 0.497422 0.363548 0.345563 0.305659 0.265446 0.253444 0.235409 0.210524 0.117598
threshold=0.26450500000000005 -0.14989499999999997 -0.078564999999999982 -0.23303499999999996 -0.023359999999999995 0.0024650000000000006 -0.081324999999999995 -0.037619999999999994 -0.0035149999999999995 -0.0043149999999999994 -0.083344999999999989 0.087495000000000003 0.083985000000000018 -0.024714999999999997 -0.08453999999999999 0.094410000000000008 0.11372500000000001 -0.014989999999999998 0.086245000000000016 -0.020454999999999997 0.50609000000000004
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 18 -2 -3 6 -6 10 9 14 -8 12 19 13 -5 -9 -11 20 -14 -1 -12 -4
right_child=2 3 16 4 5 -7 7 8 -10 15 11 -13 17 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.028847419889799684 -0.0094282207953810815 0.020114719953290013 -0.0046478962110027989 0.024636321593339068 -0.011464265790175773 0.0083078986718270586 0.012755296164995506 -0.003952289021472417 0.026768462407377715 -0.0086443569442702251 0.0035477297153378939 0.031488378883119811 -0.0081477919322867128 0.0091593491192182418 0.0088179277367692842 0.0057389044073213238 0.012412992140976787 0.00744955891171696 0.013804498209045455 0.017385978646093442 0.0057839225551266152
leaf_weight=55 84 77 69 58 83 52 58 65 56 143 52 67 59 169 754 59 80 59 65 79 55
leaf_count=55 84 77 69 58 83 52 58 65 56 143 52 67 59 169 754 59 80 59 65 79 55
internal_value=0 0.00888847 0.000682928 0.00813669 0.00762697 -0.00383501 0.0085502 0.0068149 0.00901812 -0.000592874 0.0121741 0.0185419 0.00851431 0.0131217 0.00780222 -0.00443441 0.00485515 -0.000333891 0.0207141 0.0119066 -6.39117e-06
internal_weight=0 2010 288 1890 1813 135 1678 1135 875 260 543 198 345 227 819 202 204 118 120 131 124
internal_count=2298 2010 288 1890 1813 135 1678 1135 875 260 543 198 345 227 819 202 204 118 120 131 124
is_linear=0
shrinkage=0.16829


Tree=3728
num_leaves=22
num_cat=0
split_feature=4 1 16 12 1 4 12 12 1 160 12 1 402 4 12 49 12 4 4 1 16
split_gain=57.2403 15.1256 4.98408 4.18121 3.216 2.35346 2.08899 1.40193 1.36261 1.33364 1.13004 0.993382 0.775603 0.75454 0.686607 0.637698 0.570151 0.49313 0.42896 0.426141 0.400816
threshold=0.30163500000000004 0.10384000000000002 0.38845000000000002 -0.024179999999999997 0.12007000000000002 0.043850000000000007 -1.0000000180025095e-35 0.091475000000000015 0.11654500000000001 -0.52399499999999988 1.0000000180025095e-35 0.087135000000000004 0.02938 -0.032764999999999996 0.084055000000000005 0.09567500000000001 0.093535000000000021 0.066275000000000014 0.42405000000000009 0.081540000000000015 -0.49181999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 11 18 7 -3 9 -8 -5 13 -1 15 -11 -12 19 17 -7 -2 -9 -6
right_child=4 2 -4 5 20 16 8 12 -10 10 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0016769554711336652 0.00041988444547950998 0.00043835075349328139 0.0018778161951259794 0.0026575482159577764 9.3085926076278428e-05 0.0016247388169063637 0.0014921811729951492 0.0019546651283332546 0.00079564239398308828 0.0020516965338218504 0.0023994015185348052 0.0010434417718765516 0.0015892822528625569 0.0015317886245206239 0.0021339186908684673 0.0016676351128835966 0.0014863746257457969 0.0020587633916764958 0.00084575026691145164 0.002187714199602103 -0.00027349858842810404
leaf_weight=57 52 72 77 56 52 56 62 232 61 76 129 52 60 52 673 58 80 61 52 142 86
leaf_count=57 52 72 77 56 52 56 62 232 61 76 129 52 60 52 673 58 80 61 52 142 86
internal_value=0 0.00189173 0.00116657 0.00200227 0.000194908 0.00204307 0.000885544 0.00208833 0.00114703 0.00216044 0.00213047 0.00137505 0.00194375 0.00184076 0.00217666 0.0019929 0.0017033 0.00185133 0.000633156 0.00204324 -0.00013511
internal_weight=0 2056 272 1784 242 1675 195 1478 123 986 930 109 492 128 802 432 197 117 104 374 138
internal_count=2298 2056 272 1784 242 1675 195 1478 123 986 930 109 492 128 802 432 197 117 104 374 138
is_linear=0
shrinkage=0.0032998


Tree=3729
num_leaves=16
num_cat=0
split_feature=14 130 4 3 12 51 40 12 160 160 4 151 3 2 3
split_gain=0.678208 0.472374 0.713326 0.499795 0.539413 0.662624 0.532688 0.48695 0.433153 0.376974 0.361548 0.342109 0.29506 0.20659 0.183792
threshold=-0.36617499999999997 -0.076894999999999977 -0.048624999999999995 -0.24190499999999995 0.092900000000000024 0.10551500000000001 -0.08416499999999999 0.094085000000000016 -0.51927999999999985 -0.077459999999999987 0.024315000000000003 0.0049050000000000005 -0.063814999999999997 0.10060500000000001 -0.11327499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -6 -8 -7 12 -10 14 -12 -9
right_child=1 3 -4 4 7 9 8 10 11 -11 13 -13 -14 -15 -16
leaf_value=-0.0089639063269025578 0.010641926064294446 0.024891136555503252 -0.016474308163413786 -0.0072210145726845729 -0.009555860429288441 0.013208937470849186 0.024316127656316414 0.015738733985036623 0.0099357494126992591 0.033184193890300757 -0.0078393943155248801 -0.00069551646879662172 0.020234370035096018 0.0052852626252776541 0.004732200937790274
leaf_weight=66 57 54 53 54 66 56 56 52 1197 52 71 92 53 65 254
leaf_count=66 57 54 53 54 66 56 56 52 1197 52 71 92 53 65 254
internal_value=0 0.00833333 -0.00240684 0.00889092 0.00847225 0.0101314 0.00914873 0.00401225 0.00980729 0.0228433 0.00582496 0.00917557 0.00862509 -0.00155337 0.00660846
internal_weight=0 2232 110 2122 2068 1507 1399 561 1345 108 495 1289 359 136 306
internal_count=2298 2232 110 2122 2068 1507 1399 561 1345 108 495 1289 359 136 306
is_linear=0
shrinkage=0.16829


Tree=3730
num_leaves=24
num_cat=0
split_feature=4 2 3 2 150 4 2 12 12 40 51 4 12 4 1210 3 4 133 15 156 12 2 1429
split_gain=28.4902 11.5541 4.4154 3.21102 2.54821 1.62146 1.61402 1.59112 1.20669 0.928301 0.827791 0.744815 0.705728 0.786511 0.673098 0.640642 0.639149 0.977697 0.550351 0.476802 0.470449 0.275489 0.263613
threshold=0.30163500000000004 0.13880500000000004 -0.055009999999999996 0.14019000000000004 0.084680000000000019 -0.0058549999999999991 0.10161500000000002 -1.0000000180025095e-35 0.087805000000000008 -0.0067649999999999993 0.11144500000000002 -0.085574999999999984 0.091445000000000012 0.029980000000000003 -0.080859999999999974 -0.10175499999999998 -0.016164999999999995 -0.010174999999999998 -0.45726999999999995 0.081415000000000015 0.084710000000000021 0.11093500000000002 0.083780000000000007
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=1 2 6 18 5 7 8 -4 11 -7 14 20 -8 21 -10 -16 17 -13 -2 -9 -1 -14 -18
right_child=3 -3 4 -5 -6 9 12 19 10 -11 -12 16 13 -15 15 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0025386252255427616 0.0010515622486954599 0.00065333117332171445 0.0010817004962391111 1.2701400588242644e-05 0.0010979236448686604 0.001644207909795817 0.0013566699961564972 0.0015154220884367445 0.0015823947656716378 0.0021853304568049737 0.0015033624008454511 0.0021479775953778877 0.0017666967932378525 0.001453228655752054 0.0022310298994627493 0.0019233981137232663 0.0020941150320932383 0.001690027256940161 0.00069696820094690838 0.0019675309552056827 0.0021470281671812281 0.0020880580186154324 0.0023660326519772601
leaf_weight=60 92 89 65 64 98 59 54 52 56 86 53 95 57 53 86 597 191 112 101 52 81 65 52
leaf_count=60 92 89 65 64 98 59 54 52 56 86 53 95 57 53 86 597 191 112 101 52 81 65 52
internal_value=0 0.00181757 0.00186875 0.000653778 0.00156346 0.00170864 0.00194676 0.00148813 0.00198939 0.00196539 0.00190472 0.0021028 0.00168914 0.00179153 0.00193345 0.00196219 0.00203657 0.00190037 0.00086618 0.00174182 0.00231392 0.0019382 0.00215245
internal_weight=0 2113 2024 257 412 314 1612 169 1383 145 792 591 229 175 739 683 450 207 193 104 141 122 243
internal_count=2370 2113 2024 257 412 314 1612 169 1383 145 792 591 229 175 739 683 450 207 193 104 141 122 243
is_linear=0
shrinkage=0.0032998


Tree=3731
num_leaves=26
num_cat=0
split_feature=4 3 2 150 3 376 39 2 3 4 4 2 15 3 4 133 133 1456 43 2 43 49 15 133 133
split_gain=45.017 9.80078 5.17867 3.92888 2.96496 1.53799 1.50163 1.45977 1.15888 1.09328 0.965753 0.973122 0.881512 0.836073 0.457036 0.419851 0.522546 0.55395 0.36323 0.385404 0.278137 0.245458 0.164876 0.160514 0.135523
threshold=0.30163500000000004 -0.072419999999999984 0.14234000000000005 0.084680000000000019 0.13772500000000001 0.048375000000000008 0.088025000000000006 0.10161500000000002 -0.017449999999999997 -0.082869999999999985 -0.16772499999999999 0.10515500000000001 -0.14068999999999995 -0.10175499999999998 -1.0000000180025095e-35 0.092845000000000011 0.082925000000000013 -0.011624999999999998 -0.033174999999999989 0.086865000000000012 -0.010504999999999999 -0.0066849999999999991 0.084675000000000014 0.40438500000000005 0.089725000000000013
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=1 7 3 5 6 10 8 9 -2 18 -3 14 -11 -9 -12 16 17 -14 19 -1 -20 -18 -22 -17 -15
right_child=4 2 -4 -5 -6 -7 -8 13 -10 12 11 -13 15 24 -16 23 21 -19 20 -21 22 -23 -24 -25 -26
leaf_value=0.0019132824926368318 0.0004844419699889209 0.0021393940579277587 0.00060637122646954339 0.00098816144594342627 -0.00029232382874944812 0.001177155340907907 0.00014323393485248415 0.0014308829627252032 0.0011163838264021491 0.0023065549607829815 0.0016520334247380271 0.0014312934916227724 0.001583926247085058 0.0020018950371799957 0.001948266692868697 0.0016620811355122576 0.0019250432522826997 0.0019300670910984005 0.0024391579764467077 0.0022301973523562416 0.002292301771533519 0.0021808230404109005 0.0020285695453509281 0.0018737322374015389 0.0017555583212101825
leaf_weight=102 75 66 68 103 60 54 67 81 55 67 104 103 58 53 132 90 65 456 65 75 56 128 56 78 53
leaf_count=102 75 66 68 103 60 54 67 81 55 67 104 103 58 53 132 90 65 456 65 75 56 128 56 78 53
internal_value=0 0.00181232 0.0014673 0.0015714 0.00034952 0.00170221 0.000545185 0.00195887 0.000752073 0.00199834 0.00177213 0.00170052 0.00193921 0.00168512 0.00181787 0.00191105 0.00194676 0.00189108 0.00215558 0.00204777 0.00226319 0.00209486 0.00216075 0.00176056 0.00187906
internal_weight=0 2113 630 562 257 459 197 1483 130 1296 405 339 942 187 236 875 707 514 354 177 177 193 112 168 106
internal_count=2370 2113 630 562 257 459 197 1483 130 1296 405 339 942 187 236 875 707 514 354 177 177 193 112 168 106
is_linear=0
shrinkage=0.0032998


Tree=3732
num_leaves=19
num_cat=0
split_feature=1 13 1 1203 1 160 157 16 13 151 40 3 13 1 1 49 1210 13
split_gain=1.20277 0.456854 0.58901 0.684155 0.682714 0.724482 0.539069 0.563479 0.410017 0.408346 0.388021 0.325601 0.455906 0.360023 0.29774 0.288956 0.315459 0.0734093
threshold=0.12072500000000001 0.26482500000000003 0.086050000000000015 0.084690000000000015 0.081540000000000015 -0.52742999999999995 -0.07928499999999998 -0.079714999999999994 -0.099939999999999987 -0.070479999999999987 -0.0086349999999999986 -0.092714999999999978 -0.080624999999999988 0.093595000000000025 0.092485000000000026 0.11580500000000001 -0.08453999999999999 -0.020619999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 9 -2 -8 -10 -9 -13 -14 -11 16 -7 -16
right_child=8 -3 6 -5 -6 15 7 11 10 14 -12 12 13 -15 17 -17 -18 -19
leaf_value=-0.011289827124676813 -0.01306227953280371 0.023583029584929437 -0.0082021622866084026 0.025309959164159151 0.025719373429344373 -0.0022742645144725056 -0.012345538879590565 -0.00020623140480560226 -0.0083881445879268237 -0.0037812309635446351 0.0083828946799938322 -4.6643884367561066e-07 0.025473800484407311 0.011354258435996446 0.013394167165874401 -0.00058904108400644232 0.010469909688723756 0.0046169055026897251
leaf_weight=52 91 54 89 78 66 58 61 74 69 90 90 68 73 174 58 82 991 52
leaf_count=52 91 54 89 78 66 58 61 74 69 90 90 68 73 174 58 82 991 52
internal_value=0 0.00828549 0.00788478 0.0100062 0.00904907 0.00811751 0.00407294 0.00575645 -0.00405196 -0.00028602 0.0010936 0.00981527 0.0121752 0.0155345 0.00338315 0.00901139 0.00976356 0.00926125
internal_weight=0 2120 2066 1327 1249 1183 739 650 250 261 159 389 315 247 200 1131 1049 110
internal_count=2370 2120 2066 1327 1249 1183 739 650 250 261 159 389 315 247 200 1131 1049 110
is_linear=0
shrinkage=0.16829


Tree=3733
num_leaves=20
num_cat=0
split_feature=4 15 0 13 4 0 12 0 13 160 0 12 39 150 1429 157 13 12 12
split_gain=0.917679 0.517588 0.442258 0.515465 0.72462 0.957322 0.445264 0.435747 0.364385 0.361277 0.317243 0.298719 0.262124 0.251888 0.268086 0.43485 0.402052 0.289987 0.16656
threshold=0.27161500000000005 -0.14524999999999996 -0.07304999999999999 -0.08866499999999998 -0.16772499999999999 -0.034179999999999995 0.092615000000000017 -0.069734999999999978 -0.10899499999999999 0.11281500000000001 -0.019414999999999998 0.085425000000000015 0.081875000000000017 0.10874500000000002 0.08401500000000002 -0.00052499999999999986 -0.083739999999999995 0.090840000000000018 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 9 -4 11 6 -6 -8 -2 13 12 -5 -10 14 15 16 -3 -17 -1
right_child=8 2 3 4 5 -7 7 -9 10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=0.024351702665332299 -0.012623333208652478 0.007070746883976845 -0.013461144232571555 0.019770386295886351 -0.0080204131473140625 -0.021407117066269795 -0.0059415648691934428 0.011632429622867991 0.0030236165852250804 -0.0036675334662968897 0.011946752905949857 0.0049495033847439295 -0.011517950284420366 0.019048570703027224 0.017313039650452864 0.0066159752324474993 -0.012268059049961921 0.012548458082571518 0.011510937982258157
leaf_weight=58 83 64 53 90 72 52 53 161 79 72 52 68 63 62 83 748 58 341 58
leaf_count=58 83 64 53 90 72 52 53 161 79 72 52 68 63 62 83 748 58 341 58
internal_value=0 0.00701283 0.00637037 0.00230628 0.00399472 -0.000397983 0.00341558 0.0072716 -0.00329052 0.00793157 0.000693124 0.0134031 -0.00341527 0.00854877 0.0080443 0.00740756 -0.00210839 0.00847527 0.0179468
internal_weight=0 2093 1977 549 496 338 286 214 277 1428 194 158 142 1356 1294 1211 122 1089 116
internal_count=2370 2093 1977 549 496 338 286 214 277 1428 194 158 142 1356 1294 1211 122 1089 116
is_linear=0
shrinkage=0.16829


Tree=3734
num_leaves=21
num_cat=0
split_feature=1 2 0 4 150 3 4 0 14 3 1 0 3 42 49 1 42 4 128 3
split_gain=17.6996 6.87723 2.86282 2.74999 2.62829 1.81835 1.47919 1.53135 1.11632 1.11238 0.786307 1.31302 0.600784 0.56127 0.581458 0.45951 0.416702 0.4133 0.346655 0.326887
threshold=0.10915500000000002 0.16730000000000003 -0.066849999999999979 0.41181500000000004 0.082965000000000025 0.092330000000000009 -0.42305999999999994 1.0000000180025095e-35 -0.41348999999999997 -0.062184999999999997 0.098370000000000027 -0.15653499999999998 -0.063814999999999997 0.088060000000000013 0.10513500000000002 0.084985000000000019 0.089150000000000021 0.5137400000000002 0.10001500000000001 -0.083654999999999993
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 3 5 4 9 10 15 12 -5 -2 11 -1 -8 14 18 -4 -15 -10 -13 -18
right_child=1 -3 6 8 -6 -7 7 -9 17 -11 -12 13 -14 16 -16 -17 19 -19 -20 -21
leaf_value=0.0022198695608576101 0.0018365239739171423 -0.00025403660024916219 0.0013627944555983343 0.0010962576973151332 0.00073993014307344423 0.0011666915351193179 0.0014838362412955271 0.0006640899554220276 0.00029359192139854042 0.0012542477329817673 0.001389412995010175 0.0017768763175932422 0.0010413708565982322 0.0013247491870276486 0.0014409937726324598 0.0017677562197129394 0.0018723413504903726 0.00070374998196795447 0.0014947527538362172 0.0015927264626636821
leaf_weight=54 67 52 52 52 69 75 94 52 52 78 88 844 53 56 68 78 55 56 52 323
leaf_count=54 67 52 52 52 69 75 94 52 52 78 88 844 53 56 68 78 55 56 52 323
internal_value=0 0.000869828 0.00161269 0.00102618 0.00127105 0.00166993 0.0013316 0.00115214 0.000698454 0.00152354 0.00169442 0.00171288 0.00132455 0.00169327 0.00173804 0.00160604 0.00159375 0.000506593 0.00176054 0.0016335
internal_weight=0 426 1944 374 214 1615 329 199 160 145 1540 1452 147 1398 964 130 434 108 896 378
internal_count=2370 426 1944 374 214 1615 329 199 160 145 1540 1452 147 1398 964 130 434 108 896 378
is_linear=0
shrinkage=0.0032998


Tree=3735
num_leaves=12
num_cat=0
split_feature=1 15 0 1455 0 43 0 124 40 1 1447
split_gain=0.779028 1.15409 0.652086 0.488759 0.403636 1.01843 0.620147 0.331144 0.382524 0.342081 0.302592
threshold=0.13891000000000003 -0.40312499999999996 -0.22607999999999998 0.10563500000000002 0.0037850000000000002 -0.083269999999999997 0.11535000000000002 -0.085409999999999986 -0.065969999999999987 0.12640500000000002 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 -6 -7 -4 -9 10 -10
right_child=1 -3 3 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.0069864619639647407 0.0093184409909543679 -0.026121337735570335 -0.002641116904146942 0.02308412404982511 -0.019262515087666528 -0.0045852580910430638 0.016684192394197613 0.018266739916394086 0.018433078005481853 -0.0056489775396431725 0.0073343929692708558
leaf_weight=97 52 52 87 53 58 72 84 97 73 55 1592
leaf_count=97 52 52 87 53 58 72 84 97 73 55 1592
internal_value=0 -0.00838417 0.00650417 0.00710776 0.00670712 -0.00021445 0.00685601 0.00748601 0.0079719 0.00739028 0.00782208
internal_weight=0 104 2268 2171 2118 214 156 1904 1817 1720 1665
internal_count=2372 104 2268 2171 2118 214 156 1904 1817 1720 1665
is_linear=0
shrinkage=0.16829


Tree=3736
num_leaves=21
num_cat=0
split_feature=4 48 51 4 150 15 15 4 150 133 1447 156 52 52 4 150 51 133 49 50
split_gain=8.33015 3.99753 4.81148 2.40701 1.65682 1.48442 1.12307 1.10777 0.922638 0.873332 0.817897 0.67147 1.21929 0.533237 0.484286 0.483818 0.519071 0.441753 0.360396 0.336046
threshold=0.30163500000000004 0.086870000000000017 0.096025000000000013 0.024315000000000003 0.081245000000000026 -0.032704999999999991 -0.40992999999999996 0.51400500000000016 0.082295000000000021 0.022390000000000004 -0.086059999999999984 0.088610000000000008 -0.10886 0.044705000000000002 -0.0037299999999999994 1.0000000180025095e-35 -0.011859999999999997 -0.062749999999999986 0.094245000000000009 0.041865000000000006
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 8 10 6 13 7 -2 9 14 -1 15 -13 18 -3 16 19 -18 -5 -12
right_child=4 2 -4 5 -6 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0017208166234910741 0.00091898427002470558 0.001694445089341157 0.00027297009948209616 0.0012281325043548607 0.0010917309294036092 0.00068199919262260263 7.0022538254968606e-05 0.00034106944269894109 0.00086103996556134992 0.00099821019721926764 0.001731052801008296 0.0014132299548236004 0.00086363565617140385 0.0014252442385438002 0.0012480997249139903 0.0011347951399325634 0.0014964215953894196 0.0013316715132209922 0.00088882854615430725 0.0013862408677690168
leaf_weight=69 72 55 91 76 63 88 54 73 80 69 79 96 82 72 53 84 237 762 64 53
leaf_count=69 72 55 91 76 63 88 54 73 80 69 79 96 82 72 53 84 237 762 64 53
internal_value=0 0.00124906 0.000925531 0.00131294 0.000624927 0.00104321 0.000476968 0.000628277 0.00115646 0.00128978 0.00136827 0.00135078 0.00116024 0.00119298 0.00147573 0.00137866 0.00139674 0.00137079 0.00107327 0.00159287
internal_weight=0 2110 348 1762 262 300 199 145 257 177 1462 1393 178 212 108 1215 1131 999 140 132
internal_count=2372 2110 348 1762 262 300 199 145 257 177 1462 1393 178 212 108 1215 1131 999 140 132
is_linear=0
shrinkage=0.0032998


Tree=3737
num_leaves=12
num_cat=0
split_feature=2 484 484 4 48 3 43 11 51 160 157
split_gain=1.40035 0.490069 0.768548 0.585264 0.553447 0.560671 0.687904 0.596486 1.24972 0.357628 0.269463
threshold=0.16730000000000003 0.11912000000000002 0.096480000000000024 0.5137400000000002 -0.087924999999999989 -0.015069999999999998 -0.073404999999999984 0.078340000000000007 -0.023134999999999996 0.086175000000000015 -0.078254999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 10 -9 -8 -6
right_child=-2 -3 -4 -5 5 6 9 8 -10 -11 -12
leaf_value=0.022789042065560046 -0.021030548416632603 0.019499947243155284 -0.012860789175224083 0.02243139913263591 0.0014125699766397188 -0.014477561004054375 0.0058210871966359679 0.016444903403149278 -0.016551266642534444 -0.0094535387309238432 0.0085862126197243545
leaf_weight=54 54 78 60 63 167 77 261 53 84 52 1369
leaf_count=54 54 78 60 63 167 77 261 53 84 52 1369
internal_value=0 0.00637678 0.00591901 0.00643671 0.00595987 0.00551849 -0.000223212 0.00685804 -0.00377321 0.00327771 0.00780744
internal_weight=0 2318 2240 2180 2117 2063 390 1673 137 313 1536
internal_count=2372 2318 2240 2180 2117 2063 390 1673 137 313 1536
is_linear=0
shrinkage=0.16829


Tree=3738
num_leaves=22
num_cat=0
split_feature=1 2 12 12 51 4 3 40 0 3 12 12 12 4 2 160 3 4 15 15 1
split_gain=25.0622 9.07678 5.0698 3.08427 2.2801 2.02183 1.75665 1.39988 1.26025 1.45428 1.18864 1.06781 0.810119 0.763023 0.661698 0.604197 1.16364 0.33249 0.256116 0.265243 0.133335
threshold=0.10335000000000001 0.14794000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.096089999999999981 -0.00027999999999999998 0.11535000000000002 -0.081029999999999977 -0.13010499999999997 -0.012769999999999998 0.11721500000000001 -0.088294999999999985 0.082295000000000021 0.0015850000000000003 0.09036000000000001 -0.53327999999999987 -0.14906999999999998 -0.0083249999999999973 -0.066639999999999991 -0.092364999999999989 0.11091000000000002
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 7 4 -1 20 14 -2 -6 -10 12 -9 -5 15 -7 -14 -17 -18 19 -15 -4
right_child=1 -3 5 10 8 6 -8 11 9 -11 -12 -13 13 18 -16 16 17 -19 -20 -21 -22
leaf_value=0.0020239334821394346 0.0011099015466061906 -5.3865242633097364e-05 0.001605385199474227 0.0022283370644327438 0.00096236888294462487 0.0016054509068464489 0.00069422607049720252 0.00074452489896162919 0.0010680642839435747 0.0017889465306742953 0.0013724851244246634 0.00010922898960260805 0.0015103017022147329 0.0015702642630541887 0.0011401916427267304 0.0023096761663192605 0.001807422258304344 0.001976366137079522 0.0014789896586121026 0.0018635021551569504 0.0018414760962673954
leaf_weight=54 53 84 55 52 89 69 59 65 54 71 68 52 59 71 66 59 929 153 83 69 58
leaf_count=54 53 84 55 52 89 69 59 65 54 71 68 52 59 71 66 59 929 153 83 69 58
internal_value=0 0.000945946 0.00112209 0.00174431 0.00141694 0.00137534 0.0011704 0.000664525 0.00126361 0.00147781 0.00180115 0.000462472 0.00182088 0.00180597 0.00137825 0.00183914 0.00185611 0.00183134 0.00162734 0.00171504 0.00172688
internal_weight=0 561 477 1811 268 307 194 170 214 125 1543 117 1475 1423 135 1200 1141 1082 223 140 113
internal_count=2372 561 477 1811 268 307 194 170 214 125 1543 117 1475 1423 135 1200 1141 1082 223 140 113
is_linear=0
shrinkage=0.0032998


Tree=3739
num_leaves=9
num_cat=0
split_feature=2 0 147 49 156 52 156 12
split_gain=1.07174 0.447694 0.496451 0.398737 0.299162 0.371339 0.294282 0.433593
threshold=0.16730000000000003 -0.22607999999999998 0.086295000000000011 -0.14811499999999997 0.12159000000000002 -0.53283999999999987 0.097880000000000009 0.084160000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.0046494458018997388 -0.017443964089539171 -0.0069082241493836115 0.018932262434550332 0.018946860393597401 -0.0048081588031178082 0.0023898473977494354 0.018822221465042904 0.0080497582621122561
leaf_weight=97 54 61 95 74 60 539 56 1336
leaf_count=97 54 61 95 74 60 539 56 1336
internal_value=0 0.00653071 0.0070198 0.00648665 0.00688321 0.00723397 0.00678418 0.00642368
internal_weight=0 2318 2221 2126 2065 2005 1931 1875
internal_count=2372 2318 2221 2126 2065 2005 1931 1875
is_linear=0
shrinkage=0.16829


Tree=3740
num_leaves=21
num_cat=0
split_feature=1 2 47 2 2 1 2 0 3 48 2 52 0 52 0 133 1212 0 52 52
split_gain=26.6974 8.60721 3.10981 2.28381 2.22177 2.12978 2.07612 1.47059 1.67129 1.38964 0.826722 0.933129 0.679913 0.67683 1.7498 0.676824 0.67061 0.509874 0.446103 0.148624
threshold=0.12419000000000001 0.10161500000000002 0.085505000000000012 0.13631000000000001 -0.0091949999999999983 0.10557500000000002 0.13880500000000004 -0.016419999999999997 -0.015794999999999997 0.081735000000000016 0.090000000000000011 -0.14794999999999997 -0.098524999999999988 1.0000000180025095e-35 -0.07964499999999998 0.024130000000000002 0.087685000000000013 -0.066849999999999979 -0.070529999999999995 -0.45478499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 -1 13 -2 8 10 -10 12 -12 -6 14 -3 -13 -14 -15 -7 -16
right_child=2 3 -4 -5 7 18 -8 -9 9 -11 11 15 16 17 19 -17 -18 -19 -20 -21
leaf_value=0.0014137084302559733 0.00070155742289922443 0.0010813133747631977 0.0012718207093750412 0.00086424968207002978 0.0023176841640672094 0.0014314184546498009 -6.254205863198059e-05 0.0024452828982099179 0.0012267546847990322 0.0019010366538128162 0.0022459831374418006 0.0015843345412440396 0.0020456143903922791 0.0020641177464626142 0.0018850269828114352 0.0019179228186482172 0.0017857519774019672 0.001645448186953839 0.0010555915731581451 0.0016482803161032352
leaf_weight=81 88 57 56 62 87 59 69 70 60 76 53 125 794 72 70 146 128 59 86 56
leaf_count=81 88 57 56 62 87 59 69 70 60 76 53 125 794 72 70 146 128 59 86 56
internal_value=0 0.00182919 0.000603961 0.00145999 0.00194791 0.00154038 0.000365519 0.001976 0.00195361 0.00160382 0.00198928 0.00184311 0.00203618 0.00169341 0.00156263 0.00176418 0.00200958 0.00187583 0.00120876 0.00178009
internal_weight=0 2141 213 521 1620 459 157 1539 1469 136 1333 324 1009 314 183 271 922 131 145 126
internal_count=2354 2141 213 521 1620 459 157 1539 1469 136 1333 324 1009 314 183 271 922 131 145 126
is_linear=0
shrinkage=0.0032998


Tree=3741
num_leaves=19
num_cat=0
split_feature=2 49 12 16 3 16 3 16 16 479 457 16 15 474 159 15 402 13
split_gain=1.23388 0.527137 0.650956 0.503107 0.451521 0.449277 0.792556 0.516043 0.496618 0.326309 0.361903 0.307804 0.5584 0.307247 0.351924 0.401818 0.308806 0.157832
threshold=0.13538500000000001 -0.083414999999999989 0.083220000000000002 -0.116045 -0.017449999999999997 -0.08595499999999999 0.10323000000000002 -0.17699999999999996 -0.52180499999999985 0.081240000000000021 -0.010114999999999997 0.065440000000000012 -0.097269999999999981 0.090685000000000016 0.083310000000000009 -0.086599999999999996 0.11353000000000001 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -2 -1 7 11 8 -3 10 17 12 -7 14 16 -16 -12 -4
right_child=3 2 9 -5 -6 6 -8 -9 -10 -11 13 -13 -14 -15 15 -17 -18 -19
leaf_value=0.010279592276893068 0.0031840493455306969 0.01122922888557242 0.012181007565255449 -0.015153602152327004 0.029867330729925649 0.010867039068864014 -0.020533952446671101 0.018673887621507023 -0.008330668206655777 -0.0044118609153550748 0.0071634565484109325 0.011144203059811307 -0.010272740998189258 -0.003062254780315053 0.026990366457828381 0.0095286053340613228 0.017774938283528819 0.025267820592809846
leaf_weight=91 75 74 54 97 53 56 57 75 73 52 1077 68 96 63 62 95 84 52
leaf_count=91 75 74 54 97 53 56 57 75 73 52 1077 68 96 63 62 95 84 52
internal_value=0 0.0076528 0.00695604 -0.00714709 0.0175014 0.00166955 -0.00284643 0.00731246 0.00150359 0.00866895 0.00912759 0.00172808 -0.00247258 0.00839785 0.008947 0.0164358 0.00793276 0.0186179
internal_weight=0 2182 2038 172 144 499 277 222 147 1539 1487 220 152 1381 1318 157 1161 106
internal_count=2354 2182 2038 172 144 499 277 222 147 1539 1487 220 152 1381 1318 157 1161 106
is_linear=0
shrinkage=0.16829


Tree=3742
num_leaves=21
num_cat=0
split_feature=2 12 3 3 2 123 41 151 40 133 52 158 51 157 12 3 13 52 51 2
split_gain=24.3681 14.4817 2.84454 3.99531 2.17232 1.48641 0.945321 1.3844 0.903621 0.776079 0.725408 0.544645 0.864216 0.835883 0.720895 0.566826 0.536882 0.479195 0.448245 0.277812
threshold=0.13538500000000001 0.023990000000000004 0.12031000000000001 0.045635000000000002 0.17000000000000001 0.088205000000000019 0.081560000000000007 0.015440000000000001 -1.0000000180025095e-35 0.084675000000000014 -0.082824999999999996 0.07968500000000002 -0.090859999999999982 1.0000000180025095e-35 0.092495000000000008 -0.087414999999999979 -0.053824999999999991 0.092965000000000006 -0.082979999999999984 0.085600000000000023
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 2 3 5 16 8 7 11 9 -1 -5 12 13 -3 18 -13 -2 -16 -14 -17
right_child=4 6 -4 10 -6 -7 -8 -9 -10 -11 -12 15 14 -15 17 19 -18 -19 -20 -21
leaf_value=0.001728083935296129 0.00052721563186664498 0.0014161295473406736 0.00073454747254365091 0.0021560616818960283 -4.3527499893919125e-05 0.00070767430346598155 0.0015030584827061637 0.0024757026546158708 0.0010134993174861474 0.0012110600343540681 0.0016693401212699861 0.0023732332619940187 0.0022994138060068886 0.0019399287255755353 0.0017532453245936873 0.0018128128027454795 0.00097445992230058617 0.0019708308813296978 0.0019807191478284705 0.0021349542854857567
leaf_weight=64 58 72 82 53 54 60 53 54 76 64 94 60 53 63 290 60 60 185 737 62
leaf_count=64 58 72 82 53 54 60 53 54 76 64 94 60 53 63 290 60 60 185 737 62
internal_value=0 0.0017944 0.0012966 0.00140865 0.000504044 0.00116552 0.00193968 0.0019538 0.00130001 0.00146985 0.00184506 0.00193596 0.00191361 0.00166083 0.00194056 0.00210769 0.000754927 0.00183806 0.00200214 0.00197681
internal_weight=0 2182 493 411 172 264 1689 1636 204 128 147 1582 1400 135 1265 182 118 475 790 122
internal_count=2354 2182 493 411 172 264 1689 1636 204 128 147 1582 1400 135 1265 182 118 475 790 122
is_linear=0
shrinkage=0.0032998


Tree=3743
num_leaves=19
num_cat=0
split_feature=1 16 13 3 11 43 151 16 159 0 133 0 128 124 133 1 13 16
split_gain=0.989069 0.441863 0.510759 0.364667 0.485674 0.423189 0.592538 0.541539 0.562918 0.472258 0.320593 0.71622 0.244779 0.311932 0.235534 0.476913 0.290414 0.0334038
threshold=0.12719000000000003 -0.44470499999999996 -0.052454999999999995 -0.24154499999999998 0.079915000000000014 -0.011584999999999998 -0.075199999999999989 -0.050529999999999999 0.081925000000000012 -0.084949999999999984 -0.030254999999999994 -0.045754999999999997 0.092940000000000009 -0.0076699999999999989 -0.0044049999999999992 0.093260000000000023 -0.029529999999999997 -0.012149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 10 -7 14 9 -9 -5 12 13 -12 16 -16 -8 -6
right_child=1 2 -4 4 17 6 7 8 -10 -11 11 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0042045278432289819 0.0083159117251840001 -0.02071490748532847 -0.00046402374590196176 9.7150102893806692e-05 0.022501313417987643 0.019306651611605864 0.013338480878565224 -0.02223596002353621 0.010175005333886374 -0.0024198203054204741 -0.00055996482759244871 0.026866702996602005 -0.0017446189146021677 0.010871378963947537 -0.0048082057094713084 0.011841419902303318 0.0035163128341834868 0.016280798239317003
leaf_weight=69 54 64 79 91 52 72 184 53 57 96 73 71 53 867 127 79 160 53
leaf_count=69 54 64 79 91 52 72 184 53 57 96 73 71 53 867 127 79 160 53
internal_value=0 -0.00463631 -0.00953992 0.00781535 0.00821342 0.00762132 0.00471348 0.00332128 -0.00403317 -0.00948057 0.00970435 0.0105243 0.00935403 0.00998171 0.00607912 0.00156812 0.00877525 0.0193785
internal_weight=0 197 143 2157 2088 1983 828 756 206 149 1155 1064 993 940 550 206 344 105
internal_count=2354 197 143 2157 2088 1983 828 756 206 149 1155 1064 993 940 550 206 344 105
is_linear=0
shrinkage=0.16829


Tree=3744
num_leaves=23
num_cat=0
split_feature=4 3 2 16 14 150 4 157 42 3 12 42 457 4 16 160 4 3 3 16 12 2
split_gain=22.6929 6.91202 3.10864 2.54922 1.57387 1.5316 1.13634 0.817483 0.783939 1.09351 0.773321 0.994317 0.636439 0.704889 0.601304 0.432823 0.832186 0.563612 0.690544 0.393952 0.393273 0.367814
threshold=0.27161500000000005 -0.072024999999999992 0.14271500000000001 -0.42372999999999994 0.076175000000000007 0.091355000000000006 -0.21586499999999997 -0.028564999999999997 0.090295000000000014 0.11745500000000002 -0.007389999999999999 -1.0000000180025095e-35 0.083415000000000017 0.053255000000000004 -0.039889999999999988 -0.015149999999999999 -0.081689999999999985 -0.10468499999999999 -0.18766499999999997 -0.11364999999999999 0.086085000000000009 0.084895000000000012
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 4 5 8 12 6 -3 -8 9 -2 11 -9 13 15 -12 16 -1 18 -17 -15 -18 -19
right_child=3 2 -4 -5 -6 -7 7 10 -10 -11 14 -13 -14 19 -16 17 20 21 -20 -21 -22 -23
leaf_value=0.0012554568721357602 0.0012643723317347423 0.0017872668281463662 0.00060055204802409899 0.00016293308478148685 0.0022698905329867039 0.0008467970022679387 0.00097749171883568025 0.0015590257034348365 0.00049311642832017462 0.00062051970675203617 0.0014209289435406322 0.00096289071369396514 0.0013871762695585078 0.0016640965964808882 0.001786770233552932 0.001751607694301845 0.0018792286028448779 0.0018283035569152187 0.002266231443889653 0.0013214660538372785 0.0016110155360656451 0.0016812564629697659
leaf_weight=53 65 85 62 100 55 53 52 53 53 52 156 73 69 78 73 61 98 344 55 72 163 429
leaf_count=53 65 85 62 100 55 53 52 53 53 52 156 73 69 78 73 61 98 344 55 72 163 429
internal_value=0 0.00159837 0.00130169 0.000581427 0.00172027 0.00138139 0.00143891 0.00136607 0.000827393 0.000978517 0.00142289 0.00121393 0.00169899 0.00171487 0.0015377 0.00174164 0.00163494 0.00177929 0.00199591 0.00149987 0.00171186 0.00174674
internal_weight=0 2084 607 270 1477 545 492 407 170 117 355 126 1422 1353 229 1203 314 889 116 150 261 773
internal_count=2354 2084 607 270 1477 545 492 407 170 117 355 126 1422 1353 229 1203 314 889 116 150 261 773
is_linear=0
shrinkage=0.0032998


Tree=3745
num_leaves=14
num_cat=0
split_feature=403 8 10 150 15 133 15 403 403 52 133 52 12
split_gain=0.732722 0.609862 0.630449 0.507849 0.671464 0.390349 0.461051 0.362053 0.37779 0.368773 0.432612 0.25471 0.235767
threshold=-0.11087499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.11456000000000001 -0.45015499999999992 0.11370000000000001 0.090000000000000011 -0.081934999999999994 -0.088654999999999984 0.51339500000000016 0.10864000000000001 0.085775000000000004 -0.081914999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 12 4 -4 -1 11 8 -6 10 -9 -7 -2
right_child=1 -3 3 -5 7 6 -8 9 -10 -11 -12 -13 -14
leaf_value=0.027368782953067102 -0.014358998632302312 0.024714743818867364 -0.008998553660789466 0.019173160814343657 0.0098089784807242186 -0.002838223873799148 0.023161190702584399 0.0091109601196229136 -0.0070923046396232838 -0.0039905451470577998 -0.0021497418834848258 0.013717792642696151 0.0016391139421350772
leaf_weight=69 52 53 76 94 61 53 68 1501 97 71 103 52 52
leaf_count=69 52 53 76 94 61 53 68 1501 97 71 103 52 52
internal_value=0 0.00687326 0.00642361 0.00708736 0.00649131 0.0166451 0.0123576 0.00713453 -0.000555755 0.00786102 0.00838674 0.00534384 -0.00634267
internal_weight=0 2160 2107 2003 1909 242 173 1833 158 1675 1604 105 104
internal_count=2402 2160 2107 2003 1909 242 173 1833 158 1675 1604 105 104
is_linear=0
shrinkage=0.16829


Tree=3746
num_leaves=15
num_cat=0
split_feature=9 4 16 403 158 1447 403 49 16 16 16 13 4 4
split_gain=0.683645 0.779045 0.757751 0.446565 0.324825 0.278046 0.261152 0.241183 0.3301 0.583525 0.479478 0.215141 0.189901 0.388183
threshold=1.0000000180025095e-35 0.50569000000000008 -0.43370499999999995 -0.11087499999999999 0.11174500000000002 -0.065079999999999985 -0.23931999999999998 -0.14715999999999999 -0.24235499999999996 -0.50476999999999983 -0.093079999999999982 -0.084484999999999991 -0.081374999999999989 -0.072529999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 11 12 -7 9 -9 -10 -5 -1 -14
right_child=-2 2 -4 4 -6 7 -8 8 10 -11 -12 -13 13 -15
leaf_value=0.0025894980532088188 0.0214587442030343 0.007364672091099451 -0.019923275304724694 0.0063905330519536709 -0.0041730617551258295 -0.0031588202544645533 0.022429134520077925 0.0047330681177378854 -0.0029157171626980265 0.024200189822165406 0.0064633440311454319 0.019353792546283815 0.024791939476331595 0.0045521989604372128
leaf_weight=62 84 53 63 68 87 82 68 103 175 76 1294 79 52 56
leaf_count=62 84 53 63 68 87 82 68 103 175 76 1294 79 52 56
internal_value=0 0.00599458 -0.00744002 0.00670312 0.00586724 0.00633357 0.0135934 0.00573469 0.0061783 0.0130085 0.00534481 0.0133694 0.0100485 0.0143139
internal_weight=0 2318 116 2202 1964 1877 238 1730 1648 179 1469 147 170 108
internal_count=2402 2318 116 2202 1964 1877 238 1730 1648 179 1469 147 170 108
is_linear=0
shrinkage=0.16829


Tree=3747
num_leaves=10
num_cat=0
split_feature=2 2 34 148 1444 1453 15 52 2
split_gain=0.725062 0.549967 0.53421 0.583042 0.526051 0.505882 0.43533 0.391053 0.434707
threshold=0.13880500000000004 -0.045829999999999989 -0.0011599999999999998 -0.083779999999999979 -0.066134999999999985 -0.057274999999999993 -0.074054999999999996 0.51286500000000013 0.092155000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -2 8 -7
right_child=6 2 3 4 5 7 -8 -9 -10
leaf_value=0.018268880987041016 0.0024279576053138131 -0.011061355219866091 0.023643422711377853 0.021832659355268704 -0.009454747206342394 0.0072353433249982878 -0.015870731555601432 0.017722200940418712 0.0019595813753880142
leaf_weight=102 80 53 52 55 65 1122 68 73 732
leaf_count=102 80 53 52 55 65 1122 68 73 732
internal_value=0 0.00618653 0.00561302 0.00603491 0.00558672 0.00513726 -0.00596741 0.0056304 0.00515333
internal_weight=0 2254 2152 2099 2047 1992 148 1927 1854
internal_count=2402 2254 2152 2099 2047 1992 148 1927 1854
is_linear=0
shrinkage=0.16829


Tree=3748
num_leaves=14
num_cat=0
split_feature=0 1 1 52 12 16 1444 158 52 483 1456 16 16
split_gain=0.509373 0.581609 0.367897 0.51733 0.591562 0.484521 0.457934 0.39868 0.244829 0.293093 0.274371 0.158111 0.121575
threshold=0.15036000000000002 0.14828500000000003 0.10915500000000002 -0.23574499999999998 -0.088294999999999985 -0.034109999999999994 -0.066134999999999985 0.11174500000000002 0.51625500000000002 -0.070084999999999981 -0.015029999999999996 -0.10346499999999999 -0.43370499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 11 -1 8 9 -8 -11 12 -6
right_child=-2 -3 3 4 5 -7 7 -9 -10 10 -12 -13 -14
leaf_value=0.021029579556261148 -0.011476923223710351 0.022506394917844005 0.014764386008095738 0.011856244569437339 -0.00053571133587840313 -0.017529096429836296 0.0163072376443033 -0.0077292045253048889 0.016157212069452552 -0.0049792535684638874 0.0051696668865473571 0.0058640973117641809 -0.011181161938425667
leaf_weight=52 55 52 55 62 74 78 64 67 59 79 1598 55 52
leaf_count=52 55 52 55 62 74 78 64 67 59 79 1598 55 52
internal_value=0 0.00489801 0.00449826 -0.000310857 -0.00289944 -0.00643863 0.00544147 0.00500635 0.00548139 0.00511857 0.0046905 -0.00164938 -0.00494333
internal_weight=0 2347 2295 376 321 259 1919 1867 1800 1741 1677 181 126
internal_count=2402 2347 2295 376 321 259 1919 1867 1800 1741 1677 181 126
is_linear=0
shrinkage=0.16829


Tree=3749
num_leaves=18
num_cat=0
split_feature=4 3 40 3 4 15 4 124 51 42 402 4 1429 42 130 403 49
split_gain=26.9884 8.67861 7.00322 2.01764 1.5063 1.37039 1.35015 1.15738 0.764443 0.752491 0.543437 0.552972 0.505125 0.592103 0.443641 0.379722 0.290254
threshold=0.41181500000000004 0.30112000000000005 -0.026419999999999996 0.10323000000000002 -0.060264999999999992 -0.41606999999999994 0.51400500000000016 -0.084524999999999989 -0.09798999999999998 -0.010169999999999998 0.012085000000000002 -0.15238499999999996 0.087415000000000007 0.08648500000000002 0.012250000000000002 -0.020649999999999998 0.096010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 8 6 -2 -1 -4 14 11 -10 13 -11 -6 -12 -16
right_child=5 -3 3 -5 9 -7 -8 -9 10 12 15 -13 -14 -15 16 -17 -18
leaf_value=0.00047120159066338439 0.00072164182344256942 0.00015861939005713498 0.0020092163297844019 0.0010082503740484186 0.0011152321396918053 -0.00016422945846997653 8.1754391371174215e-05 0.0010348325225978399 0.0013553907952522861 0.0016300512095124382 0.0019599118130745313 0.0016141449614245147 0.0011926552142220231 0.001436892677873753 0.0015577856239633119 0.0016432532400746996 0.0012465799260831197
leaf_weight=65 70 57 58 81 97 72 74 103 110 329 75 547 54 377 71 98 64
leaf_count=65 70 57 58 81 97 72 74 103 110 329 75 547 54 377 71 98 64
internal_value=0 0.00143 0.00146402 0.00151944 0.00154144 0.000207131 0.000393055 0.000816971 0.00164047 0.00145276 0.00161466 0.00157088 0.00150325 0.00152696 0.00128721 0.00178074 0.00141051
internal_weight=0 2186 2129 1961 1880 216 144 168 888 992 830 657 760 706 232 173 135
internal_count=2402 2186 2129 1961 1880 216 144 168 888 992 830 657 760 706 232 173 135
is_linear=0
shrinkage=0.0032998


Tree=3750
num_leaves=12
num_cat=0
split_feature=149 39 1444 1374 457 147 0 0 1 1 39
split_gain=0.515532 0.422998 0.373063 0.313255 0.307851 0.526144 0.272056 0.859467 0.558817 0.714237 0.209878
threshold=0.079000000000000015 0.093225000000000016 -0.078379999999999991 0.081125000000000017 0.083415000000000017 0.086295000000000011 0.048655000000000011 0.12212000000000002 0.13752500000000004 0.12158500000000001 0.10616500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 -8 9 -4 -3
right_child=-2 10 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0086052823608650936 0.019875076844912704 -0.011819535398737676 0.0063040318759172518 -0.0068318877169486862 0.0060165666176238333 -0.014685518749340268 0.031049966990326548 0.0039006275971398201 0.023179948500456907 -0.011535841143730902 0.0013918571532627951
leaf_weight=52 67 58 1673 54 101 53 52 91 53 66 82
leaf_count=52 67 58 1673 54 101 53 52 91 53 66 82
internal_value=0 0.0048929 0.00546529 0.00580755 0.00613514 -0.00109651 0.00671161 0.0137857 0.0061461 0.00562592 -0.0040686
internal_weight=0 2335 2195 2143 2089 154 1935 143 1792 1739 140
internal_count=2402 2335 2195 2143 2089 154 1935 143 1792 1739 140
is_linear=0
shrinkage=0.16829


Tree=3751
num_leaves=11
num_cat=0
split_feature=10 4 14 0 1 51 48 4 48 150
split_gain=0.514352 0.385581 0.847926 0.402277 0.42108 1.0957 0.278411 0.491357 0.448697 0.452933
threshold=1.0000000180025095e-35 0.51400500000000016 -0.10708499999999999 -0.014954999999999998 0.081540000000000015 -0.04652499999999999 -0.065739999999999979 0.30163500000000004 0.11376500000000002 0.102565
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4 8 9 -8
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11
leaf_value=0.022432021524833756 -0.010457830077993684 -0.0082573966002089712 0.012676847471998121 0.00089482744356954161 0.0024129445138326125 0.032230430314570527 0.0040113022870467844 -0.01147226010095481 0.017723769439772247 -0.007988549631735304
leaf_weight=78 64 62 96 70 72 68 1673 61 64 94
leaf_count=78 64 62 96 70 72 68 1673 61 64 94
internal_value=0 0.00482577 0.00518295 0.00457002 0.0115792 0.0169086 0.00382871 0.00337881 0.00387455 0.00337192
internal_weight=0 2338 2276 2198 210 140 1988 1892 1831 1767
internal_count=2402 2338 2276 2198 210 140 1988 1892 1831 1767
is_linear=0
shrinkage=0.16829


Tree=3752
num_leaves=11
num_cat=0
split_feature=149 10 43 3 42 14 11 475 157 12
split_gain=0.363459 0.424837 0.36307 0.310139 0.481835 0.480867 0.43276 0.318519 0.296974 0.396852
threshold=0.079000000000000015 1.0000000180025095e-35 -0.50761499999999993 -0.14906999999999998 0.082755000000000009 -0.31058999999999998 0.086595000000000019 -0.088274999999999978 0.084490000000000023 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4 -7 9 -9
right_child=-2 -3 3 5 -6 7 -8 8 -10 -11
leaf_value=-0.010201811453605299 0.015902617928137994 -0.010768212381828124 -0.0059420510214569892 -0.011506574758053469 0.024287488716600636 -0.0076768749131168774 0.015449516948514465 0.0087519577337292088 -0.0072544776908111961 0.003199218390269278
leaf_weight=52 67 59 54 59 53 65 53 496 61 1383
leaf_count=52 67 59 54 59 53 65 53 496 61 1383
internal_value=0 0.00332294 0.00368901 0.0040146 0.0111574 0.00346002 0.00463698 0.00390133 0.00429019 0.00466593
internal_weight=0 2335 2276 2224 160 2064 107 2005 1940 1879
internal_count=2402 2335 2276 2224 160 2064 107 2005 1940 1879
is_linear=0
shrinkage=0.16829


Tree=3753
num_leaves=25
num_cat=0
split_feature=1 2 15 1 14 150 2 151 2 52 3 3 15 159 52 1429 3 402 0 2 3 0 13 3
split_gain=43.5742 9.02584 4.12949 3.33929 3.36263 2.31662 1.89718 1.75335 0.960234 1.01317 0.944871 0.897201 0.783252 0.631809 0.581814 0.775217 0.570001 0.564105 0.550145 0.393444 0.37002 0.484041 0.280877 0.186852
threshold=0.10491000000000002 0.13880500000000004 -0.084629999999999997 0.090785000000000018 0.062655000000000016 0.086615000000000011 0.12131500000000002 -1.0000000180025095e-35 0.087525000000000006 0.10611000000000001 0.12991000000000003 -0.07793499999999999 0.098605000000000012 0.018290000000000004 1.0000000180025095e-35 0.084485000000000018 -0.010299999999999998 0.085765000000000022 -0.089964999999999976 0.091205000000000008 -0.015259999999999998 -0.07385499999999999 -0.070529999999999995 -0.085374999999999993
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 16 4 6 11 8 -5 9 17 -3 -4 20 14 15 -10 -2 18 -1 -16 21 -9 -15 -19
right_child=1 10 5 7 -6 -7 -8 12 13 -11 -12 -13 -14 22 19 -17 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.0017724583871131737 0.00042646551502809233 -0.00074168786147406861 0.0014387191295272303 0.00067709065436304702 0.0022439832467074194 0.00037379573129813279 0.00091627684727990796 0.0014150055538039747 0.0011868764377599937 0.0011447454248784796 -0.00015486654735563104 0.0009138261144767309 0.0016109499700990048 0.0014424834319000249 0.0016329183854839216 0.0016149384353390433 6.9146321546165269e-05 0.001704646718530775 0.0015102142841149249 0.0013888018852360833 0.00091829495639234775 0.0010039854013428715 0.0017545802775225897 0.0019819407311134052
leaf_weight=117 98 58 64 74 63 60 66 79 254 53 62 81 54 57 106 57 97 60 367 241 52 53 76 53
leaf_count=117 98 58 64 74 63 60 66 79 254 53 62 81 54 57 106 57 97 60 367 241 52 53 76 53
internal_value=0 0.000354764 0.000592919 0.001434 0.00149603 0.000919981 0.00146474 0.00112175 0.00148983 0.00158425 -0.00043879 0.00114575 0.00125985 0.00141221 0.00136993 0.00126544 0.000248903 0.00162321 0.00157368 0.00146348 0.00115662 0.00125024 0.00162109 0.00183502
internal_weight=0 520 400 1882 1570 205 1507 312 1441 650 120 145 238 791 658 311 195 597 484 347 184 132 133 113
internal_count=2402 520 400 1882 1570 205 1507 312 1441 650 120 145 238 791 658 311 195 597 484 347 184 132 133 113
is_linear=0
shrinkage=0.0032998


Tree=3754
num_leaves=12
num_cat=0
split_feature=4 481 50 15 39 4 159 0 13 13 3
split_gain=0.366522 0.331445 0.366191 0.37527 0.418471 0.374573 0.347465 0.340573 0.535199 0.41915 0.107321
threshold=0.62207000000000001 -0.085804999999999979 0.11875500000000001 -0.45726999999999995 0.093225000000000016 0.27834500000000006 -0.26548499999999992 -0.048199999999999993 -0.096444999999999989 -0.0087749999999999981 0.0025650000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -4 8 -5 -9 -7
right_child=-2 2 6 4 -6 10 -8 9 -10 -11 -12
leaf_value=0.013693849105015601 -0.0099702146626932456 0.018130287032306548 0.0040260375648653781 0.014544008640274785 -0.0065222202651677042 -0.0099619588972246209 -0.013635201875039617 0.02259495761825359 0.0033989495410932198 0.006568820534250455 0.00038147886796455617
leaf_weight=102 52 55 62 133 101 57 64 66 1498 156 56
leaf_count=102 52 55 62 133 101 57 64 66 1498 156 56
internal_value=0 0.00430419 0.00387735 0.00440119 0.00403501 0.00457828 -0.00493049 0.00515239 0.00430888 0.0113414 -0.00482011
internal_weight=0 2350 2248 2122 2067 1966 126 1853 1631 222 113
internal_count=2402 2350 2248 2122 2067 1966 126 1853 1631 222 113
is_linear=0
shrinkage=0.16829


Tree=3755
num_leaves=18
num_cat=0
split_feature=1 123 3 4 3 39 12 4 3 12 4 402 1446 3 4 376 12
split_gain=21.7886 4.91544 4.28863 2.62602 2.21144 1.57039 1.32344 0.796506 0.778167 1.71542 0.62728 0.504694 0.497436 0.493696 1.97129 0.327718 0.294446
threshold=0.11654500000000001 1.0000000180025095e-35 0.30112000000000005 0.36766000000000004 0.10323000000000002 0.084845000000000018 0.093840000000000021 0.23590000000000003 -0.116045 0.083825000000000024 0.020345000000000005 0.11232500000000002 0.088500000000000009 -0.11128999999999999 -0.078664999999999985 0.083960000000000021 -0.081314999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 7 8 -2 9 -1 13 12 -10 -8 -15 -3 -7
right_child=2 15 -4 -5 -6 16 10 -9 11 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.00078384267083119916 0.0011545365319651742 0.00085249632283134109 -0.00027836869393415442 0.00077293148224441912 0.00081808815099902569 0.00051356205801093586 0.0015892018595919587 0.00059666649020942983 0.0014772076815738858 0.0015702106332450736 0.0010381212732504814 0.0018254588632563744 0.0017597904995876579 0.00069518300764028721 0.0013995775823475193 0.00049623537311952175 0.00017235734807168149
leaf_weight=53 61 58 77 74 67 56 72 52 1055 71 94 54 74 52 264 56 55
leaf_count=53 61 58 77 74 67 56 72 52 1055 71 94 54 74 52 264 56 55
internal_value=0 0.00134422 0.000393118 0.00138357 0.0014079 0.000624099 0.00142997 0.000898129 0.00148464 0.00123439 0.00128164 0.00151084 0.00149576 0.00134054 0.00128378 0.0006778 0.000344814
internal_weight=0 2044 301 1930 1856 224 1789 113 1307 124 482 1183 1129 388 316 114 111
internal_count=2345 2044 301 1930 1856 224 1789 113 1307 124 482 1183 1129 388 316 114 111
is_linear=0
shrinkage=0.0032998


Tree=3756
num_leaves=24
num_cat=0
split_feature=1 52 2 52 52 2 11 150 2 1 1429 1 1 42 42 2 51 42 133 39 51 52 133
split_gain=25.1384 3.3873 2.87122 1.67648 2.87726 1.62443 1.40798 1.06743 0.823278 0.724595 0.714869 0.746536 0.576388 0.537447 0.464142 0.611397 0.388766 0.298918 0.27839 0.248371 0.186482 0.0727619 0.0363439
threshold=0.10915500000000002 -0.23574499999999998 0.10124000000000001 -0.41304999999999997 0.044705000000000002 0.16730000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.091250000000000012 0.12180500000000001 0.085625000000000021 0.096325000000000008 0.10141500000000002 0.090185000000000015 0.081685000000000021 0.097070000000000004 0.081440000000000026 0.065960000000000019 0.085980000000000015 0.089650000000000021 0.093135000000000009 -0.54822499999999985 0.11588000000000002
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 -2 6 21 12 7 8 9 10 -3 11 16 -5 -6 15 -10 17 -1 -16 -11 -18 -4 -20
right_child=1 5 3 4 13 -7 -8 -9 14 19 -12 -13 -14 -15 18 -17 20 -19 22 -21 -22 -23 -24
leaf_value=0.0018791093365851969 0.00153932655777123 0.0010778728626398594 0.001675461094184684 0.0011418720400790943 0.0017819642797895551 0.00011667414046483525 0.0021391364298486543 0.00038665538718247116 0.0012335518120155633 0.00081361266872264954 0.0013602308572219642 0.001479379680575218 0.00073187126634021305 0.0013581538415541143 0.0018601599999013428 0.0016813297061534403 0.0014488259630822831 0.0017546831454513783 0.0014959404729492983 0.00052884707672825823 0.0017359043445117621 0.0018590499923789008 0.0016354553359872919
leaf_weight=388 53 91 57 92 89 54 85 72 87 84 52 96 64 53 56 55 52 500 52 57 52 52 52
leaf_count=388 53 91 57 92 89 54 85 72 87 84 52 96 64 53 56 55 52 500 52 57 52 52 52
internal_value=0 0.000760278 0.00165908 0.00141233 0.00128381 0.000644846 0.00172482 0.00073855 0.00170037 0.000847606 0.0017412 0.00175938 0.000973892 0.00162403 0.00154614 0.00140724 0.00178644 0.00180909 0.0016692 0.000698745 0.0015927 0.00176337 0.00156604
internal_weight=0 411 1934 407 298 358 1527 304 1442 232 1140 1088 156 142 302 142 992 888 160 141 104 109 104
internal_count=2345 411 1934 407 298 358 1527 304 1442 232 1140 1088 156 142 302 142 992 888 160 141 104 109 104
is_linear=0
shrinkage=0.0032998


Tree=3757
num_leaves=17
num_cat=0
split_feature=3 2 97 13 16 3 42 16 16 123 12 13 3 49 2 3
split_gain=16.7019 6.63445 4.78085 2.93149 1.85229 1.5562 0.97592 1.16352 1.57925 0.93083 0.810236 0.821348 0.629814 0.537124 0.640469 0.235339
threshold=0.30112000000000005 0.10527500000000002 -0.0047149999999999996 0.11014500000000001 0.15737500000000001 0.092330000000000009 0.093655000000000002 -0.010574999999999999 -0.50476999999999983 1.0000000180025095e-35 0.096780000000000019 -0.053049999999999993 -0.074479999999999977 0.10383500000000001 0.084735000000000019 -0.096404999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 9 7 8 -3 10 13 -12 -6 14 -4 -13
right_child=-2 3 5 -5 12 -7 -8 -9 -10 -11 11 15 -14 -15 -16 -17
leaf_value=0.00070979068474600227 0.00019207177282268143 0.0010498428510849177 0.0018510042074052178 0.00056925205795246533 0.0018306617478677963 0.0012571545047372638 0.00091637114792462364 0.0009072004687503243 0.0017883804901905652 0.0013208164270060538 0.0012579807211421314 0.0018665526075850923 0.0013657151983555325 0.0020552816000606973 0.0016986737715273055 0.0015997097346414342
leaf_weight=54 98 53 518 62 85 80 97 52 79 59 68 57 52 73 747 111
leaf_count=54 98 53 518 62 85 80 97 52 79 59 68 57 52 73 747 111
internal_value=0 0.00158413 0.00167763 0.00123982 0.0013392 0.00170812 0.00118538 0.001327 0.00149211 0.0017302 0.00174552 0.00156599 0.00165444 0.00177716 0.00176108 0.00169046
internal_weight=0 2247 1767 480 418 1713 281 184 132 1633 1574 236 137 1338 1265 168
internal_count=2345 2247 1767 480 418 1713 281 184 132 1633 1574 236 137 1338 1265 168
is_linear=0
shrinkage=0.0032998


Tree=3758
num_leaves=20
num_cat=0
split_feature=4 2 376 2 0 4 160 150 1429 0 43 2 156 402 2 16 0 43 0
split_gain=14.1978 7.92252 3.34601 1.81418 1.61239 1.24315 1.22032 1.14957 0.627373 0.548675 0.996573 0.517407 0.874056 0.370475 0.355273 0.284108 0.189787 0.180873 0.11612
threshold=0.30163500000000004 0.13673000000000005 0.048375000000000008 0.10527500000000002 -0.080689999999999984 -0.082184999999999994 -1.0000000180025095e-35 0.086730000000000015 0.085625000000000021 -0.077259999999999981 -0.019324999999999998 0.087675000000000017 0.083125000000000018 0.082915000000000016 0.083715000000000026 -0.087569999999999995 0.040035000000000008 -0.064074999999999979 -0.074434999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 9 -2 18 11 14 -11 13 -13 -7 -1 -16 17 -6 -8
right_child=6 -3 -4 4 16 8 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20
leaf_value=0.002212437248688501 0.0012135660693698503 0.00076068839845711239 0.0010959276502056393 0.0011570110826439107 0.0019181636558285571 0.0018076736074925418 0.00062808256366140181 0.0011225353660147082 0.0014476861752959309 0.0014229502506557495 0.002016092553869123 0.0016456786234959719 0.002089377470628827 0.0020544953571240642 0.0021574166884690991 0.0018882423758410025 0.0015361028533834786 0.0016573986298138797 0.00041915406083150474
leaf_weight=92 78 94 84 90 55 552 70 53 69 52 78 445 55 78 62 159 57 70 52
leaf_count=92 78 94 84 90 55 552 70 53 69 52 78 445 55 78 62 159 57 70 52
internal_value=0 0.00169756 0.00174162 0.00176994 0.00151953 0.0018114 0.000869644 0.000716152 0.00175593 0.00196145 0.00177911 0.00177472 0.00169456 0.00183829 0.00203708 0.00196392 0.0016986 0.00177242 0.00053932
internal_weight=0 2092 1998 1914 272 1642 253 175 1199 443 130 1130 500 630 313 221 182 125 122
internal_count=2345 2092 1998 1914 272 1642 253 175 1199 443 130 1130 500 630 313 221 182 125 122
is_linear=0
shrinkage=0.0032998


Tree=3759
num_leaves=28
num_cat=0
split_feature=1 13 34 4 0 2 2 4 1 2 4 12 1456 4 4 0 43 4 12 42 13 3 16 49 16 42 3
split_gain=18.6113 5.03684 3.1158 2.98539 2.79457 2.35019 1.93755 1.5603 1.50141 1.16832 1.00419 1.31922 0.919596 0.965034 0.764747 0.588937 0.964935 0.578051 0.541772 0.472837 0.323708 0.320627 0.309631 0.246604 0.210279 0.199098 0.132124
threshold=0.10335000000000001 -0.099939999999999987 -0.038779999999999995 -0.032764999999999996 0.12539500000000003 0.09036000000000001 0.089885000000000007 0.41816000000000003 0.088595000000000021 0.12827000000000002 0.043850000000000007 0.090345000000000023 -0.015029999999999996 -0.013024999999999998 0.17982000000000001 -0.077639999999999987 -0.040789999999999993 -0.082249999999999976 0.085785000000000014 0.085790000000000019 -0.0090849999999999976 -0.081979999999999983 -0.0087049999999999992 0.085870000000000016 -0.052894999999999991 -0.07793499999999999 -0.073444999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 -3 -4 6 -5 12 -7 10 -2 11 19 13 -1 26 17 -17 18 -14 -8 24 23 -23 -19 -13 -20 -12
right_child=1 2 3 5 -6 7 8 -9 -10 -11 14 20 15 -15 -16 16 -18 21 25 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0012311892806520987 0.00072316021378582187 0.00046012908678513045 0.0018299322874085046 0.0015623267529631345 0.00097040303085539799 0.00062602996913217973 0.0022234556880816212 0.0012354945972643144 0.001228898504235602 7.5562372610877055e-05 0.0014023992312461593 0.0018351568341909536 0.0022474273484126045 0.0018470564330369888 0.0017571967062314957 0.0013552299361571281 0.0019316872898063528 0.0016994472050518539 0.0018075456663538666 0.0018089301132763426 0.0014815790246836907 0.0018529199142951834 0.0021244201103441502 0.0019583134485430852 0.0016061128268723094 0.0020254031321296079 0.0011698038181515086
leaf_weight=55 68 55 89 93 53 96 70 88 100 55 62 89 82 57 61 62 66 216 91 55 102 216 61 52 95 104 52
leaf_count=55 68 55 89 93 53 96 70 88 100 55 62 89 82 57 61 62 66 216 91 55 102 216 61 52 95 104 52
internal_value=0 0.00102175 0.00119342 0.00130352 0.00171839 0.00113426 0.00174105 0.000917705 0.00160394 0.00043387 0.00166788 0.00175743 0.00182958 0.00154494 0.00145736 0.0018631 0.00165274 0.00189582 0.00201981 0.00204135 0.00163322 0.00183273 0.00191284 0.00174981 0.00171709 0.00192392 0.00129661
internal_weight=0 544 421 366 1801 277 1748 184 686 123 586 411 1062 112 175 950 128 822 277 125 286 545 277 268 184 195 114
internal_count=2345 544 421 366 1801 277 1748 184 686 123 586 411 1062 112 175 950 128 822 277 125 286 545 277 268 184 195 114
is_linear=0
shrinkage=0.0032998


Tree=3760
num_leaves=24
num_cat=0
split_feature=12 12 16 52 9 16 41 52 49 16 52 16 159 0 0 49 12 1375 16 0 52 50 12
split_gain=15.8176 5.46314 4.69285 2.90954 1.41895 0.995911 1.10556 0.965858 0.749955 0.940417 1.41754 1.35735 0.608827 0.572549 0.560582 0.550523 0.955847 0.393924 0.356456 0.336581 0.327519 0.23348 0.0980589
threshold=0.054520000000000006 0.10222500000000002 -0.25959999999999994 -0.08929999999999999 -1.0000000180025095e-35 -0.49181999999999998 1.0000000180025095e-35 -0.15824499999999997 0.10852500000000001 -0.27523999999999998 -0.046924999999999988 -0.50624499999999995 0.087395000000000014 -0.064804999999999988 0.11535000000000002 0.079765000000000016 0.11769500000000001 -1.0000000180025095e-35 -0.069894999999999985 -0.081224999999999978 0.0033500000000000005 0.11219500000000002 0.10911500000000002
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 5 -3 7 -5 -2 13 -1 9 11 12 -6 -11 17 -15 16 22 -7 19 -19 -12 -20 -4
right_child=1 2 15 4 8 6 -8 -9 -10 10 20 -13 -14 14 -16 -17 -18 18 21 -21 -22 -23 -24
leaf_value=0.0015038148291517753 0.0015829648165572652 0.00062056587712832039 0.0016968961677889087 0.00071326130835202553 0.0013853369597364947 0.0023180242070600524 0.0024920751752322396 0.002062396478680738 0.00092278711371937007 0.0014146605573217938 0.0018663969078654425 0.00072878878546493817 0.00093130291491850495 0.0016046029572530879 0.0020300000152603005 0.0019701336175097428 0.0012698019789236525 0.0021258299669377275 0.0019339967133940937 0.0019497523673980069 0.0015263832297336606 0.002171140871397993 0.0018970713117251055
leaf_weight=79 57 52 68 57 81 53 55 60 60 59 60 60 56 72 66 67 59 444 473 170 68 53 53
leaf_count=79 57 52 68 57 81 53 55 60 60 59 60 60 56 72 66 67 59 444 473 170 68 53 53
internal_value=0 0.00192906 0.00152261 0.00132222 0.0012048 0.00201325 0.00203092 0.00174518 0.00126782 0.00132164 0.00144651 0.0011062 0.00117959 0.00201184 0.00180831 0.00171238 0.00161624 0.00203535 0.00202218 0.00207714 0.00168604 0.00195796 0.00178487
internal_weight=0 1742 299 640 501 1443 1386 139 444 384 243 141 115 1331 138 247 180 1193 1140 614 128 526 121
internal_count=2382 1742 299 640 501 1443 1386 139 444 384 243 141 115 1331 138 247 180 1193 1140 614 128 526 121
is_linear=0
shrinkage=0.0032998


Tree=3761
num_leaves=23
num_cat=0
split_feature=1 2 3 14 2 4 3 4 2 2 3 0 2 1456 0 4 3 4 3 0 2 3
split_gain=39.7242 9.86348 5.44071 4.3102 1.96943 2.11035 1.88032 1.87797 1.4857 0.883587 0.686353 0.636635 0.582839 0.649624 0.557207 0.525292 0.512089 0.540421 0.304034 0.299667 0.20025 0.198725
threshold=0.10335000000000001 0.13880500000000004 -0.041784999999999996 0.062655000000000016 0.099325000000000011 -0.46376499999999993 -0.12077499999999998 0.26900000000000007 -1.0000000180025095e-35 0.10859000000000001 0.149315 0.036480000000000005 0.090225000000000014 -0.077349999999999988 -0.073674999999999977 -0.0041799999999999988 -0.016479999999999998 0.053455000000000009 -0.079324999999999993 -0.068214999999999984 0.12131500000000002 -0.08322499999999998
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 7 4 5 -1 -7 21 -4 -10 -3 16 13 -8 -15 18 17 19 -14 -6 -11 -2
right_child=1 10 8 -5 11 6 12 -9 9 20 -12 -13 15 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0022301392009803633 0.0013065797749926182 -3.1801308509140099e-05 0.00013492582525842739 0.0023599046681870386 0.001791587635443503 0.00099750231729009865 0.0013623620066871614 0.00071668514403942145 0.0010279724847834888 0.00039800391776956734 -0.00053404058368726806 0.0010269699164607501 0.0014514126435050524 0.0016922253389794134 0.0013369030706156791 0.0012794440785566024 0.001140586058968138 0.0012664024550602894 0.0017133344286601553 0.0014706208503370392 0.00066995086970418681 0.0015713816261501169
leaf_weight=57 58 66 83 75 56 58 82 53 53 69 54 63 105 846 52 99 67 86 95 79 53 73
leaf_count=57 58 66 83 75 56 58 82 53 53 69 54 63 105 846 52 99 67 86 95 79 53 73
internal_value=0 0.000580661 0.00080846 0.00158442 0.00155107 0.00160682 0.00158022 0.0012421 0.000499057 0.000671558 -0.000258103 0.00132957 0.00160662 0.00164584 0.00167169 0.00147793 0.00139564 0.0014728 0.001576 0.00160402 0.000516434 0.00145441
internal_weight=0 562 442 1820 1745 1394 1337 184 258 175 120 351 1279 980 898 299 288 221 200 135 122 131
internal_count=2382 562 442 1820 1745 1394 1337 184 258 175 120 351 1279 980 898 299 288 221 200 135 122 131
is_linear=0
shrinkage=0.0032998


Tree=3762
num_leaves=13
num_cat=0
split_feature=3 150 4 14 158 484 0 13 3 3 4 42
split_gain=1.62913 0.639672 0.625061 0.585349 0.512495 0.744965 0.964679 0.504591 0.400179 0.771715 0.340532 0.329986
threshold=0.37720000000000004 0.08926000000000002 0.0015850000000000003 0.076175000000000007 0.11186000000000001 0.049200000000000008 -0.057279999999999991 -0.079299999999999995 -0.21779999999999997 -0.14070999999999997 0.27834500000000006 -0.093464999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 -7 -1 -10 -4 -11
right_child=-2 2 10 -5 -6 6 -8 -9 9 11 -12 -13
leaf_value=-0.00067991077075373703 -0.018838004850182853 0.010995196664410336 -0.016436478737838711 0.026056712719003141 0.023852787564928916 0.0042338188090597674 0.02160670786579276 -0.013117948899796481 0.031834180383410647 0.018884000298488808 0.0024503245835901721 0.010571658453274006
leaf_weight=73 55 103 56 74 82 99 53 91 54 150 52 1440
leaf_count=73 55 103 56 74 82 99 53 91 54 150 52 1440
internal_value=0 0.0104548 0.00160891 0.0113361 0.0108017 0.0102548 0.00152498 -0.00406731 0.0114892 0.0120307 -0.0073262 0.011357
internal_weight=0 2327 211 2116 2042 1960 243 190 1717 1644 108 1590
internal_count=2382 2327 211 2116 2042 1960 243 190 1717 1644 108 1590
is_linear=0
shrinkage=0.16829


Tree=3763
num_leaves=11
num_cat=0
split_feature=3 2 48 9 128 14 401 403 150 3
split_gain=1.12717 0.528192 0.410201 0.41498 0.343298 0.431717 0.399866 0.356745 0.268747 0.220044
threshold=0.37720000000000004 0.13880500000000004 -0.026004999999999997 -1.0000000180025095e-35 0.10828500000000001 0.054835000000000009 -0.078179999999999986 -0.121015 0.085455000000000017 -0.013399999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 6 -5 -8 -1 -3
right_child=-2 9 3 4 -6 -7 7 -9 -10 -11
leaf_value=0.0067751385917998053 -0.015667761354446034 -0.0089487720294369744 -0.0034737984567933069 0.023696001702207072 -0.0028178924691625059 0.023635085840619713 0.0029905888626187193 0.010533340591174431 -0.0094004906448327593 0.0051654830353800906
leaf_weight=66 55 63 64 60 55 70 200 1635 52 62
leaf_count=66 55 63 64 60 55 70 200 1635 52 62
internal_value=0 0.00869603 0.00930026 0.00984685 0.0102698 0.010637 0.0101559 0.00971222 -0.00033788 -0.00193373
internal_weight=0 2327 2202 2084 2020 1965 1895 1835 118 125
internal_count=2382 2327 2202 2084 2020 1965 1895 1835 118 125
is_linear=0
shrinkage=0.16829


Tree=3764
num_leaves=13
num_cat=0
split_feature=1 16 4 457 1212 481 3 160 4 1 48 474
split_gain=0.890835 0.526647 0.445378 0.353303 0.262823 0.269121 0.316747 0.250975 0.662022 0.814598 0.318884 0.356336
threshold=0.13554500000000003 -0.116045 -0.51381999999999983 -0.092084999999999986 0.11796000000000001 -0.083994999999999986 -0.085374999999999993 0.051820000000000005 -0.014854999999999998 0.095695000000000016 -1.0000000180025095e-35 0.087440000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 10 -9 -10 -7 -12
right_child=1 -3 3 4 -6 7 -8 8 9 -11 11 -13
leaf_value=0.022556119528236933 0.002848109053864842 -0.017800862563587448 -0.0055118639939786456 -0.0097347457083601721 0.018471883287929512 -0.0025505717103832845 0.0075944452133779091 0.023648672398590542 0.013449041700080346 -0.010113693692547257 0.0066859020804772322 0.01571747806785832
leaf_weight=55 80 62 60 56 61 95 64 97 146 58 1412 136
leaf_count=55 80 62 60 56 61 95 64 97 146 58 1412 136
internal_value=0 -0.00615499 0.00758384 0.00720614 0.00756609 0.0072429 -0.000477539 0.0077204 0.0121956 0.00674103 0.00689943 0.00748053
internal_weight=0 142 2240 2185 2125 2064 120 1944 301 204 1643 1548
internal_count=2382 142 2240 2185 2125 2064 120 1944 301 204 1643 1548
is_linear=0
shrinkage=0.16829


Tree=3765
num_leaves=11
num_cat=0
split_feature=12 4 0 16 448 151 3 16 49 51
split_gain=0.683271 0.510836 0.81557 0.41896 0.338448 0.383654 0.305781 0.410668 0.319343 0.414857
threshold=0.13332500000000003 -0.44205499999999992 0.036480000000000005 0.25155500000000003 -0.076874999999999985 0.10788000000000002 -0.11197999999999998 -0.077734999999999985 0.12603000000000003 -0.40771999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 7 -6 9 -8
right_child=-2 2 -4 -5 5 -7 8 -9 -10 -11
leaf_value=0.029382255510803812 -0.01175005502844874 0.021009074126089169 -0.010254644416746438 0.010471906890619762 0.0077006533397728279 0.021649960427020446 0.022679988543114801 -0.0093723970069164494 -0.0017640465575921541 0.0076718599146661046
leaf_weight=53 52 53 74 90 88 52 54 73 97 1654
leaf_count=53 52 53 74 90 88 52 54 73 97 1654
internal_value=0 0.00774558 0.0070949 0.0174932 0.0077157 0.00736567 0.00698695 -2.93845e-05 0.00761377 0.00814741
internal_weight=0 2288 2145 143 2071 2018 1966 161 1805 1708
internal_count=2340 2288 2145 143 2071 2018 1966 161 1805 1708
is_linear=0
shrinkage=0.16829


Tree=3766
num_leaves=19
num_cat=0
split_feature=2 0 0 15 14 14 0 2 1212 403 133 133 15 16 50 43 16 0
split_gain=0.931889 1.46636 0.887055 0.813486 0.493242 0.484595 0.439764 0.32968 0.657122 0.710511 0.529845 0.571617 0.410013 0.473233 0.401562 0.31417 0.224159 0.192703
threshold=0.11517500000000001 -0.039129999999999991 -0.084114999999999981 -0.12431499999999999 -1.0000000180025095e-35 0.062655000000000016 0.12500000000000003 0.089005000000000015 0.087685000000000013 -0.085114999999999982 0.024130000000000002 0.087285000000000015 0.094425000000000023 -0.24235499999999996 0.10877000000000002 -0.040789999999999993 -0.084884999999999988 -0.065249999999999989
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 -1 6 7 8 14 -10 12 -12 13 -9 15 -6 -13 -4
right_child=1 -3 17 -5 5 -7 -8 10 9 -11 11 16 -14 -15 -16 -17 -18 -19
leaf_value=0.023636117764522891 0.0061124730939335885 -0.024636321126460515 0.020656458347388527 -0.020735358472048732 0.0074254228210051476 0.019936329382212042 0.021037521355731073 0.010643166863253464 -0.01842592355068955 0.0072397708984415577 0.023945025038743139 0.014789101923434878 0.012615973319190231 -0.00549706727544815 -0.0019284477410284561 0.013773752612830748 0.0024150718221823053 0.0076861849039887176
leaf_weight=52 67 66 54 61 480 79 57 62 53 72 56 53 57 301 82 412 193 83
leaf_count=52 67 66 54 61 480 79 57 62 53 72 56 53 57 301 82 412 193 83
internal_value=0 -0.00218829 0.00339576 -0.00666816 0.00744476 0.00701362 0.00646906 0.00601206 0.00784854 -0.00362811 0.00321414 0.00859088 -0.000647707 -0.00273538 0.00932326 0.0103596 0.00508832 0.0128117
internal_weight=0 331 265 128 2009 1957 1878 1821 1099 125 722 302 420 363 974 892 246 137
internal_count=2340 331 265 128 2009 1957 1878 1821 1099 125 722 302 420 363 974 892 246 137
is_linear=0
shrinkage=0.16829


Tree=3767
num_leaves=21
num_cat=0
split_feature=2 13 51 3 13 13 3 13 13 3 12 1212 403 484 2 403 402 3 2 3
split_gain=0.64461 0.608385 0.453282 0.566472 0.949562 0.606879 0.42743 0.480822 0.460549 0.490172 0.351314 0.339327 0.432605 0.336003 0.636753 0.35325 0.366923 0.290429 0.279731 0.0835645
threshold=0.11517500000000001 0.059130000000000009 0.10055500000000002 -0.0062049999999999996 -0.11122999999999998 -0.071244999999999989 -0.15680499999999997 0.094590000000000021 -0.091769999999999977 -0.080564999999999984 0.085425000000000015 0.087685000000000013 -0.085114999999999982 0.091180000000000011 0.088500000000000009 -0.54045999999999983 0.10999000000000002 -0.10122999999999999 0.091465000000000005 -0.082454999999999987
decision_type=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 5 -5 -2 7 -1 9 10 -8 13 -13 15 -15 -10 17 -17 -11 -14
right_child=1 -3 -4 4 -6 -7 8 -9 11 18 -12 12 19 14 -16 16 -18 -19 -20 -21
leaf_value=0.027906792862367975 -0.0064746109005944553 -0.017982967279120226 0.014768602586127208 0.0048741945402107304 -0.02623579378700094 0.018755848833188912 -0.000373734813977646 0.0067426849410691736 0.019645891943667372 0.012579401339538852 -0.01919095311345204 -0.012682613828231864 0.00086137991407660435 0.029873681182698474 0.0041857155126319989 0.017077500035430283 -0.0073421695832976488 0.0060518100559507192 -0.0030096808760160442 0.010219988355724359
leaf_weight=53 52 55 57 56 55 56 59 72 57 74 54 56 55 52 58 72 55 1180 58 54
leaf_count=53 52 55 57 56 55 56 59 72 57 74 54 56 55 52 58 72 55 1180 58 54
internal_value=0 -0.00181819 0.00139654 -0.00207566 -0.0105245 0.00659121 0.00619294 0.0157306 0.00555918 -0.00124018 -0.00938193 0.00657665 -0.000650775 0.00738691 0.0163455 0.00666313 0.00609556 0.00668731 0.00571604 0.00551424
internal_weight=0 331 276 219 111 108 2009 125 1884 245 113 1639 165 1474 110 1364 1307 1252 132 109
internal_count=2340 331 276 219 111 108 2009 125 1884 245 113 1639 165 1474 110 1364 1307 1252 132 109
is_linear=0
shrinkage=0.16829


Tree=3768
num_leaves=19
num_cat=0
split_feature=2 34 52 0 0 123 13 15 2 2 4 13 11 15 16 0 16 43
split_gain=16.1826 6.60896 3.05197 2.64677 2.29109 2.12362 1.61058 1.5905 1.16801 1.0834 0.850899 1.09612 0.688 0.544185 0.454104 0.564999 0.637112 0.26249
threshold=0.11517500000000001 -0.038779999999999995 -0.23742499999999997 -0.039129999999999991 -0.084114999999999981 1.0000000180025095e-35 -0.16392499999999996 -0.12431499999999999 0.091955000000000023 0.13673000000000005 -0.081374999999999989 -0.0072499999999999995 0.082245000000000013 -0.050004999999999994 0.40410500000000005 -0.054759999999999996 0.034535000000000003 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 7 6 -3 -4 14 -6 12 17 -10 -13 15 16 -8 -12
right_child=2 5 3 -5 9 -7 8 -9 10 -11 11 13 -14 -15 -16 -17 -18 -19
leaf_value=0.00071725489600812193 0.0016193939583439574 0.0011843964144475478 0.00093581593784009779 9.1061634939041327e-05 0.0016025007111854204 0.0011716994012294091 0.0018249091324878816 0.00017384421827853249 0.0020629936941528363 0.00092637183381512962 0.0017344705608177513 0.0014898165727184032 0.0015811449385020337 0.001081981587302522 0.0015156665113364594 0.0021257501278300816 0.0015387746240562094 0.0014747057848444182
leaf_weight=76 52 57 67 54 52 77 1051 54 74 52 195 85 59 63 58 63 94 57
leaf_count=76 52 57 67 54 52 77 1051 54 74 52 195 85 59 63 58 63 94 57
internal_value=0 0.00167255 0.000884866 0.000747838 0.000905308 0.00171009 0.00173241 0.000596054 0.00174975 0.00126478 0.00161952 0.00154296 0.00184951 0.00131645 0.00180455 0.00181839 0.00180145 0.00167585
internal_weight=0 2009 331 279 225 1933 1856 121 1799 104 533 400 133 148 1266 1208 1145 252
internal_count=2340 2009 331 279 225 1933 1856 121 1799 104 533 400 133 148 1266 1208 1145 252
is_linear=0
shrinkage=0.0032998


Tree=3769
num_leaves=14
num_cat=0
split_feature=40 4 0 484 484 52 52 484 12 49 4 52 43
split_gain=0.509287 0.494513 0.715095 0.398286 0.64171 0.498996 0.409685 0.400738 0.287548 0.263276 0.320382 0.288698 0.283716
threshold=-0.084904999999999994 -0.44205499999999992 0.036480000000000005 -0.070034999999999986 -0.016164999999999995 0.022635000000000006 -0.093914999999999985 -0.085759999999999989 0.085425000000000015 -0.07107999999999999 -0.14236999999999997 -0.016894999999999997 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 5 -5 6 -3 -8 -2 11 -11 -6 -12
right_child=1 2 -4 4 9 -7 7 -9 -10 10 12 -13 -14
leaf_value=-0.0088089902671119394 0.023455091710851316 -0.0085006592063760367 -0.01047486195953343 0.024660016782669512 0.019935571683346698 -0.013143621627858771 0.015654525258494097 -0.0016283609095350579 0.0079250524362544997 -0.0071844050009388337 0.0070686201716895795 0.005106562496117387 0.0010802909468735392
leaf_weight=69 68 56 79 55 79 64 89 66 68 54 1248 71 274
leaf_count=69 68 56 79 55 79 64 89 66 68 54 1248 71 274
internal_value=0 0.0058573 0.00522927 0.00583356 0.00675398 -0.000120889 0.00382062 0.00828377 0.0157033 0.00618236 0.00553914 0.0129285 0.00599174
internal_weight=0 2271 2135 2056 1781 275 211 155 136 1726 1576 150 1522
internal_count=2340 2271 2135 2056 1781 275 211 155 136 1726 1576 150 1522
is_linear=0
shrinkage=0.16829


Tree=3770
num_leaves=18
num_cat=0
split_feature=12 2 12 2 2 12 2 2 52 1452 52 1456 12 133 49 123 12
split_gain=12.7166 8.04811 2.11167 1.96652 1.74151 1.67553 1.45786 2.40905 1.15438 0.725936 0.51808 0.414207 0.409267 0.331633 0.25111 0.166954 0.0641085
threshold=-0.007389999999999999 0.13574000000000003 -0.18401999999999999 -0.0091949999999999983 0.11161 0.087495000000000003 -0.0091949999999999983 0.10584500000000001 0.26959000000000005 0.086765000000000023 0.024560000000000002 0.024960000000000003 0.083785000000000012 0.08517000000000001 0.079765000000000016 0.089295000000000013 0.094045000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 8 -6 -4 -8 9 10 11 -5 -12 16 -7 -9 -10
right_child=1 -3 6 4 5 14 7 15 13 -11 12 -13 -14 -15 -16 -17 -18
leaf_value=0.00021466094212554612 0.00091887069664097951 0.0005684530886384127 0.00051608029373497735 0.0015489954406888041 0.00089661992121883665 0.001651073713489384 0.001461789195874248 0.00086465959506478775 0.0011635925860531014 0.0020121305944844755 0.001987854789889196 0.0017625714073988773 0.0016766409249086036 0.0015380376321652367 0.0013424772626886036 0.00060497815877410914 0.0013321859633036008
leaf_weight=55 52 95 71 800 77 70 92 57 59 55 53 116 436 69 52 54 52
leaf_count=55 52 95 71 800 77 70 92 57 59 55 53 116 436 69 52 54 52
internal_value=0 0.00150623 0.000805556 0.00155332 0.00157125 0.00127887 0.000924038 0.00106655 0.0016067 0.00163756 0.00162287 0.00157608 0.00171044 0.00135623 0.00151983 0.000738645 0.00124289
internal_weight=0 1986 329 1891 1839 199 274 203 1640 1460 1405 916 489 180 122 111 111
internal_count=2315 1986 329 1891 1839 199 274 203 1640 1460 1405 916 489 180 122 111 111
is_linear=0
shrinkage=0.0032998


Tree=3771
num_leaves=16
num_cat=0
split_feature=0 376 484 133 12 484 16 16 52 159 12 12 52 51 0
split_gain=0.595626 0.509226 0.525654 1.1702 0.886608 0.477287 0.407647 0.892693 0.843522 0.439142 0.361427 0.355794 0.300205 0.12021 0.351295
threshold=0.14486500000000005 0.080200000000000007 0.085435000000000025 0.085720000000000018 -0.06202499999999999 0.10151000000000002 0.22945500000000005 0.081265000000000018 -0.41304999999999997 0.11402500000000002 0.11512500000000002 -0.08731499999999999 -0.050359999999999995 -0.17169499999999996 -0.048199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 12 -4 7 9 13 10 -6 -3 -1 -8 -15
right_child=-2 11 3 -5 6 -7 8 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=0.0086651128311526094 -0.013877926823714134 0.0026915501281193307 -0.020953593482404782 0.013392431046856989 0.0048516043205266623 -0.0010111899671993404 0.011756070596462302 0.025625241919755629 -0.015064655277230535 -0.0091294685267148106 0.01781186632184148 -0.015847792711130158 0.02436796121427303 -0.0066516700667281414 0.011043631366995188
leaf_weight=57 53 58 79 78 1328 60 54 61 87 61 64 59 89 63 64
leaf_count=57 53 58 79 78 1328 60 54 61 87 61 64 59 89 63 64
internal_value=0 0.00416314 0.00475335 -0.00309399 0.00563751 -0.0123583 0.00460318 0.00567433 -0.00144128 0.00483551 0.00544877 -0.00664199 0.0182497 0.00509704 0.0022515
internal_weight=0 2262 2145 217 1928 139 1782 1514 268 1453 1392 117 146 181 127
internal_count=2315 2262 2145 217 1928 139 1782 1514 268 1453 1392 117 146 181 127
is_linear=0
shrinkage=0.16829


Tree=3772
num_leaves=25
num_cat=0
split_feature=1 52 124 14 1 131 2 52 52 16 1 1 159 42 52 2 42 52 49 2 1 42 16 159
split_gain=31.9951 6.17804 2.83324 2.42 2.29321 1.75825 1.44534 0.933331 0.827646 0.908056 0.85792 0.767705 0.729985 0.620871 0.488803 0.763522 0.437652 0.993954 0.489204 0.433468 0.647044 0.29196 0.242612 0.174768
threshold=0.10574000000000001 -0.26738999999999996 -0.076779999999999987 0.054835000000000009 0.14262000000000002 0.088160000000000002 0.091895000000000018 0.26959000000000005 -0.080064999999999983 -0.11180499999999999 0.12719000000000003 0.080270000000000022 0.082585000000000006 0.079170000000000004 -0.060549999999999993 0.083815000000000014 -0.047714999999999987 -0.060549999999999993 0.089355000000000004 0.082885000000000014 0.091275000000000009 0.090395000000000017 0.14091500000000004 0.083310000000000009
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 -2 -1 6 5 8 7 11 -3 10 -10 14 13 16 23 -16 18 -18 -8 20 -13 -15 -23 -4
right_child=1 4 3 -5 -6 -7 12 -9 9 -11 -12 19 -14 21 15 -17 17 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0010473606431807409 0.0016663989552399999 0.0002115955651487886 0.0017354809908958074 0.0022770509855833147 4.6812939268529523e-05 0.0012210077019093764 0.0016715295149922304 0.0013624232016615947 0.00068534062758931569 0.0008985992292451562 0.00014821662530092576 0.0017934869758591619 0.0018074765145904498 0.0018012013787845837 0.0021940131863084256 0.0017999661140555461 0.0015027576045379494 0.00092775598462421522 0.0012557409498630181 0.0013353536705772134 0.0014700286975782939 0.001432632276646751 0.0016986244586571593 0.0014871386871536075
leaf_weight=85 61 59 68 68 82 52 70 79 84 95 53 165 76 53 61 501 65 67 57 55 117 122 57 63
leaf_count=85 61 59 68 68 82 52 70 79 84 95 53 165 76 53 61 501 65 67 57 55 117 122 57 63
internal_value=0 0.00068409 0.00163676 0.00166547 0.000543017 0.000661541 0.00164063 0.00171015 0.000561446 0.000650265 0.000477805 0.00173679 0.00150459 0.00145764 0.00180004 0.0018428 0.00134567 0.00121117 0.00148519 0.00160663 0.00165941 0.00158249 0.00151753 0.00161632
internal_weight=0 486 1829 1744 425 343 1676 1109 291 232 137 1030 567 491 693 562 259 132 127 337 282 232 179 131
internal_count=2315 486 1829 1744 425 343 1676 1109 291 232 137 1030 567 491 693 562 259 132 127 337 282 232 179 131
is_linear=0
shrinkage=0.0032998


Tree=3773
num_leaves=15
num_cat=0
split_feature=9 150 2 2 159 159 160 13 393 13 402 12 42 13
split_gain=0.410141 0.384919 0.301364 0.76034 0.414897 0.450001 0.413781 0.342314 0.335967 0.29489 0.49241 0.458523 0.226273 0.265601
threshold=0.087755000000000014 -0.084634999999999988 0.074875000000000011 0.083815000000000014 0.075610000000000011 -0.083114999999999981 -0.52742999999999995 -0.086849999999999997 0.088965000000000002 -0.073099999999999984 -1.0000000180025095e-35 -0.070844999999999977 -0.021269999999999997 -0.042924999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -5 -7 9 10 -8 -11 -9 -14
right_child=-2 2 3 6 -6 7 8 12 -10 11 -12 -13 13 -15
leaf_value=-0.00722593170765835 -0.0094702125389866144 -0.0092544749260728698 0.020785433359754992 -0.0094031968406379698 -0.0107972344952644 0.018126410856016448 0.019073106583580589 0.01098556103254366 -0.0063203379714834064 0.022232508246034195 0.0021429454807894493 0.0071814514843777004 0.0042652026979622002 -0.0093921532552219602
leaf_weight=75 60 67 94 53 69 54 53 81 63 62 600 784 144 56
leaf_count=75 60 67 94 53 69 54 53 81 63 62 600 784 144 56
internal_value=0 0.0046183 0.00502661 0.00606565 0.00125272 0.00332546 0.00520778 0.00584681 0.00570469 0.00621128 0.00351981 0.00828661 0.00348064 0.00043216
internal_weight=0 2255 2180 1709 471 402 1615 335 1562 1499 653 846 281 200
internal_count=2315 2255 2180 1709 471 402 1615 335 1562 1499 653 846 281 200
is_linear=0
shrinkage=0.16829


Tree=3774
num_leaves=26
num_cat=0
split_feature=1 3 39 1 3 12 3 3 16 43 475 475 3 43 0 43 0 1210 12 12 15 12 15 15 3
split_gain=28.0823 5.61294 2.36787 2.248 1.84556 1.69778 1.65031 1.63438 1.10669 0.967415 0.664588 0.741727 0.660677 1.29995 0.737788 0.554541 0.688049 0.521158 0.426612 0.352428 0.295194 0.26956 0.474137 0.251988 0.0313668
threshold=0.104035 -0.053499999999999992 0.081875000000000017 0.14262000000000002 0.091170000000000015 0.087905000000000025 0.077930000000000013 0.30112000000000005 0.26391000000000003 -0.116045 -0.085684999999999997 -0.081774999999999973 -0.081224999999999978 -0.085894999999999985 -0.077259999999999981 -0.071349999999999983 -0.07304999999999999 -0.015189999999999997 -0.082514999999999991 0.090995000000000006 -0.013349999999999999 0.092255000000000018 0.087315000000000018 0.084990000000000024 -0.069729999999999986
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=2 8 4 6 5 9 18 -8 -2 -1 -11 -12 13 14 23 19 20 -13 -3 -14 -17 22 -15 -7 -18
right_child=1 3 -4 -5 -6 12 7 -9 -10 10 11 17 15 21 -16 16 24 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0024646328457129498 0.0012406096532535408 0.00077451311318662826 0.0013525174318650727 0.00024688915121659889 0.0014304043681662752 0.0016876442337337354 0.0014740385026497163 0.00074059304639190649 0.0017875348348177454 0.0023155424760865941 0.0015824715786549167 0.0023129086911236321 0.0016841014861975283 0.0021253774551059914 0.001369072213960614 0.0015988043107564999 0.0013615212424401418 0.0019605534435110927 0.00039408517443028485 0.0020179615461053866 0.0018498006813659153 0.0021925882876668574 0.001758694290974116 0.0020019779964172914 0.0014913046866230611
leaf_weight=52 95 81 99 79 95 63 73 61 71 64 53 52 57 92 56 86 52 472 54 95 138 99 69 54 53
leaf_count=52 95 81 99 79 95 63 73 61 71 64 53 52 57 92 56 86 52 472 54 95 138 99 69 54 53
internal_value=0 0.000975264 0.00184989 0.000736903 0.0018788 0.00190529 0.00088068 0.00114042 0.00147475 0.00202889 0.00199349 0.0019577 0.00181153 0.00190583 0.00168305 0.00172658 0.00164959 0.00199559 0.000622603 0.001893 0.00175359 0.00205393 0.00196845 0.00183302 0.00142737
internal_weight=0 514 1801 348 1702 1607 269 134 166 693 641 577 914 433 173 481 329 524 135 152 224 260 161 117 105
internal_count=2315 514 1801 348 1702 1607 269 134 166 693 641 577 914 433 173 481 329 524 135 152 224 260 161 117 105
is_linear=0
shrinkage=0.0032998


Tree=3775
num_leaves=11
num_cat=0
split_feature=1453 456 148 403 49 48 3 42 1427 133
split_gain=0.386342 0.393897 0.426044 0.374983 0.377374 0.66809 0.553078 0.588996 0.456105 0.502413
threshold=-0.077764999999999987 0.088760000000000019 -0.083019999999999983 -0.54045999999999983 -0.062709999999999974 -0.032929999999999994 -0.0047649999999999993 0.077855000000000021 0.083935000000000023 -0.24264499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5 9 -7
right_child=1 -3 3 4 5 8 -8 -9 -10 -11
leaf_value=0.017643146821348796 0.019978953558800024 -0.0060797929401196858 0.018821515944220473 -0.0053472957458972382 -0.014122939816465624 0.014046119795981899 0.024067967402860074 0.016397917325583461 0.019689956848128475 0.0035224672176895344
leaf_weight=76 59 81 58 69 54 140 70 72 57 1583
leaf_count=76 59 81 58 69 54 140 70 72 57 1583
internal_value=0 0.00543111 0.0058632 0.00546633 0.00508667 0.00430971 0.0118315 0.0057439 0.00486991 0.00437859
internal_weight=0 2243 2162 2103 2045 1834 211 141 1780 1723
internal_count=2319 2243 2162 2103 2045 1834 211 141 1780 1723
is_linear=0
shrinkage=0.16829


Tree=3776
num_leaves=12
num_cat=0
split_feature=11 482 3 147 3 49 13 376 131 474 13
split_gain=0.674281 0.331316 0.542628 0.388165 0.383326 0.286363 0.33912 0.442865 0.438015 0.337388 0.245963
threshold=0.093970000000000012 0.092250000000000013 0.20828500000000003 0.092780000000000015 -0.076969999999999997 0.13302000000000003 -0.076289999999999983 0.083960000000000021 0.088610000000000008 0.085295000000000024 -0.080624999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 8 9 10 -8 -1
right_child=-2 4 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0077146353754745786 -0.011287886190121513 0.0042927944213047584 -0.0079484000445540232 0.019296371079029952 0.02467932109078946 0.014645429217178735 0.0044384603701741561 -0.011350327045602557 -0.0044828742338240196 -0.0068373442113638444 0.018211486864922372
leaf_weight=602 71 52 89 56 53 85 1022 59 78 81 71
leaf_count=602 71 52 89 56 53 85 1022 59 78 81 71
internal_value=0 0.00536168 0.00490818 0.00546613 0.0146002 0.0050776 0.00465153 0.00284769 0.00744016 0.00360878 0.0088247
internal_weight=0 2248 2143 2054 105 1998 1913 1162 751 1103 673
internal_count=2319 2248 2143 2054 105 1998 1913 1162 751 1103 673
is_linear=0
shrinkage=0.16829


Tree=3777
num_leaves=15
num_cat=0
split_feature=11 41 48 2 52 4 4 3 124 48 52 52 52 2
split_gain=0.466532 0.350705 0.348572 0.364067 0.655349 0.333778 0.550478 0.320608 0.3395 0.24216 0.401799 0.348855 0.339347 0.220735
threshold=0.093970000000000012 0.088520000000000015 -0.089609999999999981 0.10322500000000003 0.12398000000000002 -0.21586499999999997 -0.10429499999999998 0.091170000000000015 -0.083859999999999976 0.085130000000000025 -0.077269999999999991 -0.065699999999999981 -0.42890999999999996 0.13574000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 -4 -7 8 -8 11 -11 12 -5 -13
right_child=-2 -3 3 4 -6 6 7 -9 -10 10 -12 13 -14 -15
leaf_value=0.017363186356598549 -0.009388249786565956 0.017742514646134987 0.015236931231952237 -0.0036635279286119258 0.012781207317274014 -0.012556722347070523 -0.0074080060843620755 -0.0074264529801036476 0.0060625906444333787 0.014473628542438818 -0.0050618176301894264 0.004312505470342929 -0.020231575639088756 -0.0087069615569895543
leaf_weight=55 71 55 86 74 92 52 55 56 1371 53 68 108 67 56
leaf_count=55 71 55 86 74 92 52 55 56 1371 53 68 108 67 56
internal_value=0 0.00445963 0.00412568 0.0037843 -9.59192e-05 0.00502613 0.00445251 0.00505054 0.00554178 -0.00288111 0.00348018 -0.00541066 -0.011549 -0.000122212
internal_weight=0 2248 2193 2138 518 1620 1534 1482 1426 426 121 305 141 164
internal_count=2319 2248 2193 2138 518 1620 1534 1482 1426 426 121 305 141 164
is_linear=0
shrinkage=0.16829


Tree=3778
num_leaves=12
num_cat=0
split_feature=402 402 3 11 4 0 1 4 124 0 16
split_gain=0.416877 0.64129 0.40943 0.907887 0.391822 0.911712 0.428089 0.353828 0.332108 0.260345 0.135524
threshold=0.08865000000000002 0.10052500000000002 -0.23303499999999996 0.078340000000000007 -0.37626499999999991 0.0037850000000000002 0.13962500000000003 -0.080584999999999976 -0.086114999999999983 -0.079119999999999982 0.21684500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 10 6 8 -3 -6 -10 -4
right_child=1 7 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.014340135524274744 0.024024960783696453 0.014458154491270735 0.019084871825566934 -0.013254683710890525 -0.0091056820132149816 -0.018948999954709233 0.01809946371812814 -0.0016796483289862321 0.0044227530756091073 -0.00027062354704068613 0.0069191616639917549
leaf_weight=81 67 62 52 103 66 55 52 101 1157 470 53
leaf_count=81 67 62 52 103 66 55 52 101 1157 470 53
internal_value=0 0.0101584 0.00260574 0.00213149 0.00296434 0.00238019 0.00305349 0.00444764 0.00259029 0.00306585 0.0129612
internal_weight=0 230 2089 2008 1905 1800 1745 163 1693 1627 105
internal_count=2319 230 2089 2008 1905 1800 1745 163 1693 1627 105
is_linear=0
shrinkage=0.16829


Tree=3779
num_leaves=22
num_cat=0
split_feature=1 2 10 2 16 1429 16 16 1 0 2 0 16 2 16 16 2 403 1213 1213 0
split_gain=17.2213 2.93568 2.45366 1.79491 2.75488 1.12773 1.1017 1.27797 0.97426 0.802014 0.791996 0.662308 0.597685 0.540105 0.6482 0.5575 0.539455 0.469819 0.457712 0.42913 0.189748
threshold=0.11156000000000001 0.099675000000000014 -1.0000000180025095e-35 0.13290500000000002 0.062365000000000011 0.084690000000000015 0.31615500000000002 -0.0032799999999999995 0.098370000000000027 -0.048199999999999993 -0.0091949999999999983 -0.15503499999999998 -0.41863499999999992 0.08647500000000001 -0.0094449999999999968 0.041625000000000002 0.10428500000000002 0.052440000000000007 -0.069964999999999986 0.063455000000000011 -0.074754999999999988
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 -2 4 12 10 7 8 16 -8 -1 -12 -4 14 18 -16 -3 19 -13 -15 -5
right_child=2 6 3 20 -6 -7 9 -9 -10 -11 11 13 -14 17 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0013293369594590679 0.00027384930957334759 0.0018203102223780419 0.001102604532714688 0.00046902409513840823 0.0017439695134704089 0.0013206728709849037 0.0013556739089864659 0.00090763941383178775 0.0010933800870148946 0.0018569583591710548 0.0020223999977760604 0.001865449007293063 0.00066600735488471258 0.0016319763011248833 0.0021598070235531218 0.0017409393498388601 0.0014006605164563126 0.0014134775524211104 0.0016486699856676675 0.001950395602998033 0.00075120175662525112
leaf_weight=61 70 52 71 52 59 92 68 82 80 73 74 151 67 435 75 67 98 98 387 53 54
leaf_count=61 70 52 71 52 59 92 68 82 80 73 74 151 67 435 75 67 98 98 387 53 54
internal_value=0 0.00160559 0.000831371 0.000960055 0.00114656 0.0016763 0.00137249 0.00126258 0.00138896 0.00161545 0.00169963 0.00171646 0.000890889 0.00169855 0.00176243 0.00196242 0.00154637 0.00162435 0.00170958 0.00166663 0.000613107
internal_weight=0 1946 373 303 197 1493 453 312 230 141 1401 1340 138 1266 680 142 150 586 538 488 106
internal_count=2319 1946 373 303 197 1493 453 312 230 141 1401 1340 138 1266 680 142 150 586 538 488 106
is_linear=0
shrinkage=0.0032998


Tree=3780
num_leaves=18
num_cat=0
split_feature=11 9 1 2 483 51 51 13 1 13 49 42 484 42 1 2 15
split_gain=0.663783 0.749174 0.715031 0.55514 0.380053 0.36581 0.362188 0.336158 0.299654 0.602644 0.680228 0.410791 0.312118 0.36658 0.276626 0.563661 0.341074
threshold=0.091795000000000015 0.082870000000000013 0.14720000000000003 0.090000000000000011 0.10297500000000001 0.10446500000000002 -0.095144999999999993 -0.06286499999999999 0.081755000000000008 -0.0070899999999999991 -0.0066849999999999991 -0.021269999999999997 -0.081554999999999989 0.089535000000000017 0.087265000000000009 0.10550500000000002 -0.10981499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 14 7 -1 12 10 -10 -11 -8 -14 16 -16 -5
right_child=-2 -3 -4 4 -6 -7 8 -9 9 11 -12 -13 13 -15 15 -17 -18
leaf_value=0.0069390304600268904 0.020577146542608522 -0.015802307596998098 0.023237555714343116 0.014050083380566774 0.014383178766092736 0.010057184537192152 0.00018730414298050906 -0.011750278726504125 0.024925318096000199 0.0031319973817772457 0.0044208168035242109 -0.017002054201313545 0.012901303102324027 -0.00081430054047011973 -0.018766761652980114 -0.0010503499598981654 3.8016296657005428e-05
leaf_weight=53 72 52 57 55 58 98 82 56 55 61 277 54 485 62 65 235 469
leaf_count=53 72 52 57 55 58 98 82 56 55 61 277 54 485 62 65 235 469
internal_value=0 0.00415739 0.0046253 0.00413445 0.00116892 0.000335701 0.00658544 -0.00264633 0.0075223 0.00418388 0.00782306 -0.00630663 0.0098919 0.0113434 -0.000818314 -0.00489489 0.00151218
internal_weight=0 2274 2222 2165 980 922 1185 109 1076 447 332 115 629 547 824 300 524
internal_count=2346 2274 2222 2165 980 922 1185 109 1076 447 332 115 629 547 824 300 524
is_linear=0
shrinkage=0.16829


Tree=3781
num_leaves=17
num_cat=0
split_feature=4 39 3 12 4 51 11 3 39 0 0 12 14 12 12 12
split_gain=19.1489 4.74476 4.06112 1.32969 1.27668 1.10314 1.07876 2.0699 1.01235 1.01158 0.687892 0.677797 0.575202 0.638206 0.253204 0.221765
threshold=0.30163500000000004 0.081875000000000017 0.17646500000000004 1.0000000180025095e-35 0.043850000000000007 -0.043349999999999993 1.0000000180025095e-35 -0.11756999999999999 0.090880000000000016 -0.11471499999999998 -0.11692999999999999 0.093840000000000021 -0.10708499999999999 -0.042789999999999988 0.095165000000000013 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 6 -6 7 -1 -3 -9 -7 -11 -2 -14 -8 -12
right_child=3 8 -4 -5 5 10 14 9 -10 11 15 -13 13 -15 -16 -17
leaf_value=0.00095964984889127599 0.0009374324906353753 0.00070340320381177834 0.00064526260741811306 0.000112407763110045 0.0010044688572337773 0.0017858890136890893 0.0020372133836979844 0.0012222881779379328 0.0012009727336126349 0.0016573313898487303 0.0014680583182228694 0.0014866395167925581 0.00032826819107081574 0.00078025565616650046 0.001722550851060098 0.0011826254016095493
leaf_weight=59 59 84 55 63 76 56 65 77 96 994 70 347 71 66 53 55
leaf_count=59 59 84 55 63 76 56 65 77 96 994 70 347 71 66 53 55
internal_value=0 0.00148162 0.00153 0.000530115 0.00155625 0.00133955 0.00159115 0.00156675 0.000968969 0.00159199 0.00148005 0.00161319 0.000664198 0.000546271 0.00189618 0.00134275
internal_weight=0 2087 1907 259 1852 257 1595 1477 180 1418 181 1341 196 137 118 125
internal_count=2346 2087 1907 259 1852 257 1595 1477 180 1418 181 1341 196 137 118 125
is_linear=0
shrinkage=0.0032998


Tree=3782
num_leaves=28
num_cat=0
split_feature=1 52 52 2 3 2 3 13 13 1 1 2 52 0 156 3 0 3 15 52 2 1 1429 2 15 15 0
split_gain=32.6949 8.59939 4.13818 3.2211 1.8547 2.3336 1.84275 1.85814 1.55183 1.30682 1.24807 0.904646 0.86156 0.796555 0.565821 0.500569 0.36452 0.387636 0.357854 0.373069 0.33272 0.321744 0.272535 0.323177 0.234638 0.426578 0.121594
threshold=0.098420000000000021 -0.40011499999999994 0.19121000000000002 0.090000000000000011 -0.049204999999999992 0.099675000000000014 0.077930000000000013 -0.28558999999999996 -0.0090849999999999976 0.089405000000000012 0.11771500000000001 0.074875000000000011 0.10898500000000001 0.04939000000000001 0.083125000000000018 -0.076899999999999982 -0.075914999999999996 -0.082304999999999975 0.093505000000000019 -0.15201999999999996 0.083570000000000019 0.078340000000000007 0.083985000000000018 0.086915000000000006 -0.085884999999999975 0.046165000000000005 -0.087284999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 11 5 -3 8 -8 10 13 -6 16 20 14 15 18 17 -1 19 -5 -13 22 23 -22 -17 -26 -19
right_child=1 2 -4 9 6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 24 -18 26 -20 -21 21 -23 -24 -25 25 -27 -28
leaf_value=0.0015565179652108211 0.0017836103504982785 0.0013721674650460551 0.0015059119162016241 0.001817916649923588 0.00077512314388635667 0.00048814388994802155 0.00034525928361964491 0.0010341371929505079 -0.00025053083919570268 0.0010221707498631121 0.00010464520719272265 0.0020706783191626527 0.0022084970907245319 0.0011825495931522653 0.0018782609903461127 0.0016190913405648107 0.0014393092479635708 0.0016981637834462637 0.0018732769897267371 0.0014995306662585045 0.0018864266605356397 0.0015650923239671829 0.0020643550961943272 0.0017065422400011929 0.0011913344047170319 0.0015293612325954363 0.0019005109991914459
leaf_weight=94 87 61 57 58 56 70 87 84 56 52 66 65 80 54 73 69 62 55 68 142 286 52 56 186 72 98 100
leaf_count=94 87 61 57 58 56 70 87 84 56 52 66 65 80 54 73 69 62 55 68 142 286 52 56 186 72 98 100
internal_value=0 0.000820967 0.000664943 0.00170272 0.000565004 0.000900057 0.000439138 0.000683861 0.000203841 0.00152701 0.000412694 0.00181903 0.00188327 0.00156837 0.00160423 0.0015647 0.00166915 0.00172624 0.00166353 0.00159204 0.00184288 0.00181729 0.00184206 0.00181561 0.00145373 0.0013864 0.00182894
internal_weight=0 624 537 1722 480 131 349 171 178 686 122 1036 725 634 580 507 311 249 268 200 645 580 528 472 239 170 155
internal_count=2346 624 537 1722 480 131 349 171 178 686 122 1036 725 634 580 507 311 249 268 200 645 580 528 472 239 170 155
is_linear=0
shrinkage=0.0032998


Tree=3783
num_leaves=12
num_cat=0
split_feature=14 41 39 39 1452 14 150 0 4 130 123
split_gain=0.528474 0.492689 0.503592 0.442598 0.43074 0.414745 0.534908 0.518081 0.581613 0.394205 0.374314
threshold=-0.23960999999999996 0.081235000000000016 0.081875000000000017 0.090880000000000016 0.094585000000000016 0.057600000000000005 0.10874500000000002 -0.13892999999999997 0.0045450000000000013 0.10383500000000001 0.084000000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 -9 -5
right_child=1 -3 3 10 -6 -7 -8 9 -10 -11 -12
leaf_value=0.018112681979908452 -0.017386487841502509 -0.0084498930522193122 -0.0099673791071515552 -0.0027392405039368592 0.02198246861965325 -0.0082205999763213539 0.019601556562268415 0.0076236093739146405 0.0057769770708578222 -0.004267517804437764 0.015672628475325752
leaf_weight=99 54 69 99 74 52 53 89 1549 71 83 54
leaf_count=99 54 69 99 74 52 53 89 1549 71 83 54
internal_value=0 0.00553992 0.00598395 -0.00151168 0.00685699 0.00644187 0.00686381 0.00621757 -0.00421527 0.00701775 0.00501423
internal_weight=0 2247 2178 227 1951 1899 1846 1757 125 1632 128
internal_count=2346 2247 2178 227 1951 1899 1846 1757 125 1632 128
is_linear=0
shrinkage=0.16829


Tree=3784
num_leaves=19
num_cat=0
split_feature=4 40 3 4 4 158 13 16 42 13 51 51 124 4 42 4 3 156
split_gain=18.378 5.93794 3.72239 1.69591 1.34915 1.2041 1.14584 0.894413 0.872627 0.795775 0.786803 0.668707 1.27815 0.648054 0.61964 0.534186 0.266398 0.110786
threshold=0.30163500000000004 -0.026419999999999996 0.149315 -0.47860499999999995 0.043850000000000007 1.0000000180025095e-35 0.056910000000000009 -0.0073349999999999986 0.086855000000000016 -0.078624999999999987 -0.085574999999999984 0.045645000000000005 -0.078224999999999989 0.076415000000000025 -0.092104999999999979 0.50973500000000016 -0.096099999999999977 0.092385000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 17 6 13 7 10 15 -9 -5 12 -1 -6 -8 -2 -16 -3
right_child=8 2 -4 4 5 -7 14 9 -10 -11 -12 -13 -14 -15 16 -17 -18 -19
leaf_value=0.00070356227622751961 0.00052230202228592819 0.0020729053821337776 0.00071644475910567372 0.0020408972585979671 0.00094186374352041812 0.0016402099318705593 0.0015983706506374647 0.0016305719476198131 0.00029405743778825695 0.0013294016218298869 0.0016312607428343726 0.00057084196659565409 0.0014043314127248718 0.0013381413000247094 0.0010046048864052301 0.00090578846347268507 0.0013325769315062387 0.0018465788734906472
leaf_weight=63 91 53 60 55 82 84 54 177 97 213 876 53 52 102 57 71 54 52
leaf_count=63 91 53 60 55 82 84 54 177 97 213 876 53 52 102 57 71 54 52
internal_value=0 0.00147439 0.00152649 0.00155262 0.00152814 0.00131183 0.00156713 0.00159963 0.000542218 0.00146618 0.0016555 0.000879016 0.00102074 0.00116173 0.00130669 0.000690591 0.00116448 0.00196116
internal_weight=0 2087 1919 1859 1754 268 1486 1321 259 390 931 168 115 184 165 162 111 105
internal_count=2346 2087 1919 1859 1754 268 1486 1321 259 390 931 168 115 184 165 162 111 105
is_linear=0
shrinkage=0.0032998


Tree=3785
num_leaves=16
num_cat=0
split_feature=3 151 156 3 133 13 480 15 12 160 4 51 3 160 15
split_gain=0.870521 0.518543 0.619264 0.658204 0.578678 0.559034 0.553933 0.445562 0.377786 0.677969 0.371739 0.394119 0.407924 0.275989 0.277717
threshold=0.30112000000000005 -0.089594999999999994 0.083125000000000018 -0.0098449999999999979 0.084335000000000007 -0.04917499999999999 -0.039079999999999997 -0.043644999999999996 0.090465000000000004 -0.077319999999999986 0.052250000000000012 -0.024714999999999997 -0.080634999999999984 0.0088350000000000008 -0.061559999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -5 -3 -7 9 -4 11 -8 -13 14 -12
right_child=-2 2 8 5 -6 7 10 -9 -10 -11 13 12 -14 -15 -16
leaf_value=0.02454920281768122 -0.010650274112338827 -0.0098540267648139848 0.0073684584605036279 0.0065517536272854497 0.0045098556552365604 -0.0033372776224069056 0.019157006485136865 -0.021804827562940981 0.0032528482440418427 0.027514749582719249 0.0020717195984535711 0.0039640566720583244 0.010563347074225217 0.011359023159908006 -0.010360135487121804
leaf_weight=85 95 66 103 90 79 103 73 58 87 88 146 724 420 52 78
leaf_count=85 95 66 103 90 79 103 73 58 87 88 146 724 420 52 78
internal_value=0 0.0057895 0.00507251 0.00393523 0.0149071 -0.00405881 0.00522343 -0.0100013 0.0124706 0.0166599 0.00589115 0.00715582 0.00638844 0.000308151 -0.00224921
internal_weight=0 2252 2088 1810 164 251 1559 161 278 191 1493 1217 1144 276 224
internal_count=2347 2252 2088 1810 164 251 1559 161 278 191 1493 1217 1144 276 224
is_linear=0
shrinkage=0.16829


Tree=3786
num_leaves=20
num_cat=0
split_feature=3 151 150 157 15 15 3 16 2 1429 1209 133 3 1212 1 49 3 16 12
split_gain=0.60976 0.434688 0.464584 0.454805 0.437286 0.915772 0.874005 0.534908 0.485294 0.414165 0.267179 0.295517 0.577643 0.326159 0.245344 0.208051 0.209642 0.200665 0.0893586
threshold=0.31534000000000006 -0.085164999999999977 0.084680000000000019 0.00069000000000000008 0.03981500000000001 -0.008094999999999998 -0.12077499999999998 0.022165000000000004 0.099145000000000025 0.086185000000000012 0.083050000000000013 -0.010174999999999998 -0.070494999999999988 0.086860000000000007 0.086390000000000008 0.11885500000000002 -0.14265999999999998 -0.014754999999999999 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 5 9 -6 -7 -9 15 11 13 -13 -8 -5 16 -3 -1 -12
right_child=-2 3 -4 14 6 7 10 8 -10 -11 18 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.025474547392398999 -0.011554269507997447 -0.0082897566139627284 0.0021797311352422144 0.0065074976748850152 0.025486381883776155 -0.020166991900349596 0.0043043896657587784 0.0084541551128969675 -0.013513517537039303 0.016927137386548979 0.017512705162309513 -0.0028393103928707484 0.013079078252440358 0.017351745719418204 0.020818543310274207 0.011664175149410278 0.0023367895603596421 0.01248756171781472 0.0075592719976634182
leaf_weight=56 67 57 91 72 61 79 233 59 55 59 52 318 81 71 65 62 670 87 52
leaf_count=56 67 57 91 72 61 79 233 59 55 59 52 318 81 71 65 62 670 87 52
internal_value=0 0.0047273 0.0116023 0.00394013 0.00326672 0.000938878 0.00605645 -0.00952145 -0.00212852 0.00332171 0.00458554 0.00340426 0.00038774 0.00735754 0.0133105 0.00230204 0.00150115 0.0175859 0.0125533
internal_weight=0 2280 234 2046 1909 1041 868 193 114 848 807 703 399 304 137 789 727 143 104
internal_count=2347 2280 234 2046 1909 1041 868 193 114 848 807 703 399 304 137 789 727 143 104
is_linear=0
shrinkage=0.16829


Tree=3787
num_leaves=25
num_cat=0
split_feature=4 12 1 1 2 0 43 12 0 1 2 3 52 15 16 2 3 3 4 15 2 3 483 3
split_gain=35.7144 12.935 5.32691 2.68006 2.28763 1.80212 1.78527 1.09999 1.05304 0.983616 1.09093 0.835591 1.01113 0.665306 0.375012 0.341635 0.317162 0.530797 0.377714 0.311398 0.303104 0.222866 0.275352 0.0996282
threshold=0.30163500000000004 0.054520000000000006 0.10384000000000002 0.13662500000000002 0.10188000000000001 -0.068669999999999995 -0.074359999999999996 0.11685000000000002 -0.14151499999999997 0.079415000000000013 0.090790000000000023 -0.082254999999999981 0.11614000000000001 -0.4666249999999999 0.39524000000000009 0.11444000000000001 -0.080634999999999984 -0.081224999999999978 -0.014854999999999998 0.088965000000000002 0.089625000000000024 -0.082689999999999986 0.086010000000000017 -0.095469999999999985
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 2 6 13 8 -4 -1 14 -3 -8 -11 12 21 -2 -6 -15 17 -13 19 -18 -20 22 -10 -16
right_child=3 4 5 -5 7 -7 9 -9 11 10 -12 16 -14 15 23 -17 18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0013537577103745575 0.0012616800210494435 0.0026305573076704654 0.0013226649101043578 0.00023801028912088046 0.0018211085228935033 0.00060839284655676059 0.0015993928053032612 0.0014391621960965115 0.0022524818417636659 0.002404620424468431 0.0017971508145840736 0.0021007705015651081 0.0018142111730247374 0.0010098036989014119 0.0022061505822707421 0.00064755313507049801 0.002455637968552523 0.0016920608792196697 0.0021380563548909384 0.0021613590051289696 0.0018628696009330052 0.0025026278082788084 0.0025093229502860907 0.0019949129047103428
leaf_weight=73 53 61 93 86 96 66 57 53 604 70 61 103 53 53 59 63 52 54 109 193 78 53 52 52
leaf_count=73 53 61 93 86 96 66 57 53 604 70 61 103 53 53 59 63 52 54 109 193 78 53 52 52
internal_value=0 0.00202103 0.00150304 0.000712781 0.00215112 0.0010264 0.00179328 0.00186579 0.00220363 0.00196375 0.00212202 0.00218433 0.00225706 0.000954171 0.00197486 0.000813368 0.00209018 0.00196042 0.00213725 0.00222396 0.00202346 0.00229012 0.00227289 0.00210751
internal_weight=0 2092 420 255 1672 159 261 260 1412 188 131 1351 762 169 207 116 589 157 432 245 187 709 656 111
internal_count=2347 2092 420 255 1672 159 261 260 1412 188 131 1351 762 169 207 116 589 157 432 245 187 709 656 111
is_linear=0
shrinkage=0.0032998


Tree=3788
num_leaves=26
num_cat=0
split_feature=12 13 2 0 2 51 40 150 12 0 1447 2 49 43 12 157 11 3 13 3 2 376 0 0 0
split_gain=8.6075 2.47827 2.28279 2.18788 1.4764 1.86142 1.43722 0.938937 0.896662 0.724495 0.587225 0.575329 0.513611 0.469422 0.75939 0.410262 0.368293 0.461193 0.500762 0.404846 0.320316 0.278785 0.25118 0.233869 0.128346
threshold=0.054520000000000006 -0.0044799999999999987 0.13459500000000005 -0.10220499999999998 0.10394500000000002 -0.091829999999999981 -1.0000000180025095e-35 0.088985000000000009 0.087745000000000004 -0.14310999999999999 -0.086059999999999984 0.08079500000000002 0.0040150000000000003 -0.082219999999999988 0.083935000000000023 -0.066144999999999995 0.08740500000000001 -0.082844999999999988 -0.050149999999999993 -0.080804999999999974 0.10444500000000002 0.083785000000000012 -0.075624999999999984 -0.088374999999999995 -0.10566999999999999
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=1 3 7 9 5 -3 21 8 10 -1 -2 -12 -6 23 -15 -9 17 18 -10 -19 -21 -5 -20 -13 -7
right_child=2 4 -4 6 12 24 -8 15 16 -11 11 13 -14 14 -16 -17 -18 19 22 20 -22 -23 -24 -25 -26
leaf_value=0.00075432871683763631 0.0018549779735498549 0.0018462367513039472 0.00068517864408925789 0.0008349381540555742 0.00073883186992028946 0.00097769805310891217 6.3545453157443226e-05 0.0012805624921496804 0.0017367864591373427 0.0012713674926999393 0.0017694164466332662 0.0017497082974521885 0.0011475360629251453 0.00099543537194521706 0.0014404390744664258 0.0008796947844833448 0.0011163627575219237 0.0011115220550940448 0.0014660540798502543 0.0013894271923431279 0.0011676844554204052 0.00051538666316097378 0.0012522291007861668 0.0014754195490317128 0.001209286570614971
leaf_weight=53 52 53 52 63 97 56 62 62 61 68 67 61 52 52 225 52 69 95 222 402 89 58 86 84 54
leaf_count=53 52 53 52 63 97 56 62 62 61 68 67 61 52 52 225 52 69 95 222 402 89 58 86 84 54
internal_value=0 0.000913027 0.00136744 0.00070068 0.00111982 0.00133726 0.000472698 0.00138855 0.00140969 0.00104519 0.00151888 0.00148307 0.000881703 0.00143752 0.00135703 0.00109802 0.00135196 0.00136895 0.00146117 0.00131082 0.00134931 0.000682056 0.00140646 0.00159105 0.00109171
internal_weight=0 616 1731 304 312 163 183 1679 1565 121 541 489 149 422 277 114 1024 955 369 586 491 121 308 145 110
internal_count=2347 616 1731 304 312 163 183 1679 1565 121 541 489 149 422 277 114 1024 955 369 586 491 121 308 145 110
is_linear=0
shrinkage=0.0032998


Tree=3789
num_leaves=17
num_cat=0
split_feature=4 3 376 3 2 42 14 484 457 52 160 160 15 15 15 4
split_gain=25.829 7.90011 4.62454 4.2992 2.20069 1.75213 1.74198 1.25137 1.13237 0.903186 0.768919 0.729669 0.725668 0.279824 0.273709 0.256296
threshold=0.30163500000000004 0.17646500000000004 0.048375000000000008 0.13772500000000001 0.10527500000000002 0.086700000000000013 0.076175000000000007 -0.084699999999999984 0.086120000000000016 -0.53283999999999987 0.051820000000000005 0.0065900000000000012 0.016500000000000004 -0.064464999999999981 -0.013969999999999998 0.49433000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 15 7 14 10 -6 -9 12 13 -11 -1 -2
right_child=3 -3 -4 -5 9 -7 -8 8 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.0019633979665556159 0.0013185717795424815 0.0005431778848946242 0.0010160422705723306 -0.00016406002603802785 0.001897977410160179 0.00052894160740896623 0.0024281797915496604 0.0018113501272561056 0.0013625091934646347 0.0013595225247664989 0.0020922328038400551 0.0017939281422535433 0.0016644167840332064 0.0010358493406340144 0.0022360239963115486 0.00099381011293838534
leaf_weight=75 53 57 81 56 69 90 59 1242 58 67 118 57 59 54 96 56
leaf_count=75 53 57 81 56 69 90 59 1242 58 67 118 57 59 54 96 56
internal_value=0 0.00175569 0.00178964 0.000643099 0.00182169 0.000870416 0.00186951 0.00184875 0.00181641 0.00156399 0.00183575 0.0014666 0.00136275 0.00121536 0.00211666 0.00115204
internal_weight=0 2092 2035 255 1954 199 1648 1589 1418 306 1360 237 180 121 171 109
internal_count=2347 2092 2035 255 1954 199 1648 1589 1418 306 1360 237 180 121 171 109
is_linear=0
shrinkage=0.0032998


Tree=3790
num_leaves=18
num_cat=0
split_feature=1 3 4 10 4 4 14 123 1 4 160 15 16 3 3 3 3
split_gain=30.0324 8.11084 2.8392 2.42511 2.01123 1.72206 1.27855 1.27193 0.917839 0.902981 0.990809 0.986807 0.668523 0.525277 0.695565 0.307547 0.129389
threshold=0.104035 -0.049204999999999992 0.25472500000000003 -0.0069899999999999988 0.30163500000000004 0.024315000000000003 0.062655000000000016 0.081180000000000016 0.12419000000000001 0.032965000000000001 -0.52336499999999997 -0.066639999999999991 0.38845000000000002 0.092330000000000009 -0.029309999999999996 -0.077849999999999989 0.12991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 -3 12 -5 7 9 -7 10 -1 15 -2 14 -12 -11 -10
right_child=1 3 -4 5 -6 8 -8 -9 16 11 13 -13 -14 -15 -16 -17 -18
leaf_value=0.0012150382240965903 0.0011935252602174073 -0.00022859378592542578 0.0008416904558701258 0.00084378166370932084 0.00073190547883474684 0.00057844506529966858 0.0020288307686478178 0.0010643998332700944 -1.7547655403727207e-05 0.001736181970837744 0.0016170012125673846 0.0010677656020640358 0.0016820652152289375 0.0013421841122209426 0.0019671463215811136 0.0013925716996394586 0.00021246676492557101
leaf_weight=70 59 64 60 95 65 73 65 56 53 54 1260 77 65 72 66 64 53
leaf_count=70 59 64 60 95 65 73 65 56 53 54 1260 77 65 72 66 64 53
internal_value=0 0.000655632 0.00154899 0.000349368 0.00120316 0.000484495 0.00157276 0.00155549 0.000293616 0.00157201 0.00160017 0.00135983 0.0014499 0.00161943 0.00163446 0.00155012 9.71272e-05
internal_weight=0 527 1844 338 189 274 1784 1719 179 1663 1468 195 124 1398 1326 118 106
internal_count=2371 527 1844 338 189 274 1784 1719 179 1663 1468 195 124 1398 1326 118 106
is_linear=0
shrinkage=0.0032998


Tree=3791
num_leaves=26
num_cat=0
split_feature=4 3 2 15 43 4 3 52 2 43 3 13 2 52 11 4 131 1456 52 3 3 2 52 4 2
split_gain=19.4555 6.97041 3.07354 2.24574 2.09826 1.76898 2.24388 1.57938 1.20398 1.27238 1.1446 0.983737 0.879414 0.771446 1.21456 0.563702 0.535367 0.360127 0.342814 0.330811 0.292872 0.239604 0.208352 0.226774 0.155114
threshold=0.30163500000000004 -0.068254999999999982 0.14578500000000003 -0.45726999999999995 -0.066864999999999994 -0.21586499999999997 0.11372500000000001 -0.012164999999999999 0.10124000000000001 -0.084549999999999986 -0.010299999999999998 -0.07236999999999999 0.087675000000000017 0.11297500000000001 1.0000000180025095e-35 -0.082249999999999976 0.077555000000000027 -0.049894999999999995 0.41037000000000007 -0.078484999999999985 -0.092714999999999978 0.09678500000000001 -0.00094999999999999989 -0.08397499999999998 0.10925000000000001
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=1 8 4 11 7 -6 12 -3 13 -10 -5 -2 -7 14 15 22 18 -17 -15 24 -19 -14 -1 -24 -11
right_child=3 2 -4 10 5 6 -8 -9 9 19 -12 -13 21 16 -16 17 -18 20 -20 -21 -22 -23 23 -25 -26
leaf_value=0.001704642710892336 0.00068025634047713657 0.00077196897923856441 0.0005748601576941537 0.00069758765000390059 0.0019716298970594913 0.0018118845237834434 0.00084007497607068685 0.0014930204075780612 0.0010500781904721496 0.0016078647311478875 9.0759448396432414e-05 0.001312275073221877 0.0012131473133888734 0.0012879755474831812 0.0022402732571262865 0.0019422301406728459 0.0018197552156891258 0.0014801952747381026 0.0016336529909734001 0.0014330498438213412 0.0017223980422397718 0.0014930219592226158 0.0018783270050670435 0.0021170703843069886 0.0018609886652438425
leaf_weight=55 55 89 57 60 74 87 62 53 52 52 78 53 54 69 65 77 65 62 60 57 625 96 192 60 62
leaf_count=55 55 89 57 60 74 87 62 53 52 52 78 53 54 69 65 77 65 62 60 57 625 96 192 60 62
internal_value=0 0.00161464 0.00130299 0.000634166 0.00138351 0.00151367 0.00140022 0.00104134 0.00172941 0.00150396 0.000354853 0.00099074 0.0015466 0.00176718 0.00180024 0.0017735 0.00157342 0.00172499 0.00144903 0.00164178 0.00170059 0.0013925 0.0018941 0.00193531 0.00174584
internal_weight=0 2125 572 246 515 373 299 142 1553 223 138 108 237 1330 1136 1071 194 764 129 171 687 150 307 252 114
internal_count=2371 2125 572 246 515 373 299 142 1553 223 138 108 237 1330 1136 1071 194 764 129 171 687 150 307 252 114
is_linear=0
shrinkage=0.0032998


Tree=3792
num_leaves=24
num_cat=0
split_feature=4 12 3 376 160 49 51 52 3 3 12 0 3 42 42 52 160 16 52 157 12 42 52
split_gain=42.9701 13.0658 4.06205 4.13398 3.38926 2.49259 1.7257 1.81888 1.47753 1.28303 1.14791 0.777614 0.733456 0.614527 0.586219 0.526053 0.50953 0.550178 0.551107 0.526762 0.427031 0.400943 0.279466
threshold=0.30163500000000004 0.054520000000000006 0.15251000000000001 0.080200000000000007 -1.0000000180025095e-35 -0.06017999999999999 -0.096089999999999981 0.044705000000000002 -0.078964999999999994 -0.012769999999999998 -0.011819999999999999 -0.13740499999999997 0.091170000000000015 0.085630000000000012 0.11929000000000002 -0.067394999999999983 -0.015149999999999999 -0.011694999999999999 0.0033500000000000005 -0.07928499999999998 0.08425500000000001 -0.043469999999999995 0.047850000000000011
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=1 2 3 6 -2 13 -1 10 11 -6 -8 -7 -12 -3 15 -10 17 18 -13 -18 -21 -17 -23
right_child=4 5 -4 -5 9 8 7 -9 14 -11 12 16 -14 -15 -16 21 19 -19 -20 20 -22 22 -24
leaf_value=0.0021322030917749345 0.00096613824509766326 0.0017599431106671557 0.00059195084213637306 0.00080188974349347096 0.00049617992122340867 0.0024948163748007013 0.0010496934047494089 0.002040250302790324 0.0016767845486822615 -9.638519618705722e-05 0.0018582148707622795 0.0022981808471703243 0.0013053123530258352 0.0012750880465973076 0.0015461510652078504 0.0017420793963530625 0.0024187799727141946 0.0017587938776770578 0.001907731316390486 0.0023741610494124009 0.0020721154036172644 0.0021696524843253999 0.0019407779981632479
leaf_weight=67 80 61 64 76 66 52 74 58 81 100 54 69 52 55 54 64 61 102 97 57 679 107 141
leaf_count=67 80 61 64 76 66 52 74 58 81 100 54 69 52 55 54 64 61 102 97 57 679 107 141
internal_value=0 0.00186509 0.00136209 0.00149136 0.000408132 0.0019983 0.00166305 0.00153083 0.00203298 0.000139001 0.00136649 0.00209741 0.00158731 0.00153036 0.00187192 0.00191659 0.00207797 0.00195184 0.00207024 0.00212034 0.00209556 0.00197874 0.00203967
internal_weight=0 2125 445 381 246 1680 305 238 1564 166 180 1117 106 116 447 393 1065 268 166 797 736 312 248
internal_count=2371 2125 445 381 246 1680 305 238 1564 166 180 1117 106 116 447 393 1065 268 166 797 736 312 248
is_linear=0
shrinkage=0.0032998


Tree=3793
num_leaves=29
num_cat=0
split_feature=3 2 13 2 0 16 2 52 2 52 16 3 3 2 0 12 3 12 16 12 3 52 3 12 12 0 403 0
split_gain=29.7474 12.1845 6.02132 4.64373 4.48532 3.57845 3.22904 1.87786 1.56917 1.50525 1.82892 1.39174 1.37657 1.35708 0.87391 0.858222 0.743093 0.72374 0.904278 0.594393 0.529083 0.392838 0.43498 0.302622 0.473339 0.299456 0.259426 0.134095
threshold=-0.059629999999999996 0.14823500000000003 -0.0059899999999999997 -1.0000000180025095e-35 -0.10566999999999999 -0.34140499999999996 0.11252000000000002 0.0085900000000000021 0.090115000000000015 -0.53937999999999986 -0.0088649999999999996 -0.10175499999999998 0.10924500000000002 0.092235000000000025 -0.029554999999999994 -0.077034999999999978 -0.076899999999999982 0.092495000000000008 0.024125000000000004 0.090135000000000007 -0.13088999999999998 -0.085924999999999987 -0.08466499999999999 0.083785000000000012 0.084475000000000008 -0.078759999999999983 -0.10802999999999999 -0.070449999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 12 7 15 -1 17 -10 19 -12 13 -4 -6 -5 -13 20 26 -11 -7 22 -22 -23 -25 -21 -19 -27
right_child=1 -3 4 6 14 8 -8 -9 9 10 11 16 -14 -15 -16 -17 -18 18 -20 25 21 23 -24 24 -26 27 -28 -29
leaf_value=0.0011243873543770675 0.00043525883095881684 0.0001532276631238092 0.0019866283321730966 0.001462339831018061 0.0024189557181492835 0.0025645976041010353 0.00094573428303299596 0.0019453337517869455 0.0024141304941437988 0.0024063128352945049 0.0012520547236785137 0.0020238842219063103 0.00094740842923941762 0.0012369056911031046 0.0018811712521716573 0.0020602227196280451 0.0015332042066542621 0.0019872236279674105 0.0017234655303171999 0.0018685589857385754 0.0018252626514313453 0.0024902835926343 0.0022525321196901938 0.0019583272921511715 0.0022633317542900822 0.0022484698148567046 0.0022860568308198589 0.0020086689306166188
leaf_weight=61 82 93 52 52 83 54 103 61 75 54 60 96 52 54 56 54 53 52 72 91 55 56 52 64 529 56 93 56
leaf_count=61 82 93 52 52 83 54 103 61 75 54 60 96 52 54 56 54 53 52 72 91 55 56 52 64 529 56 93 56
internal_value=0 0.0012635 0.00143905 0.00110138 0.00176977 0.00208055 0.00136256 0.00153515 0.00212296 0.00197849 0.0019083 0.00167821 0.00138882 0.00160503 0.00220255 0.00176725 0.00184958 0.00219904 0.00202811 0.00209527 0.00224479 0.0022219 0.00203324 0.00225295 0.00223047 0.00201236 0.00217913 0.00212888
internal_weight=0 681 588 291 297 1690 209 122 1568 541 466 209 158 106 139 106 149 1027 217 257 810 756 107 649 593 203 145 112
internal_count=2371 681 588 291 297 1690 209 122 1568 541 466 209 158 106 139 106 149 1027 217 257 810 756 107 649 593 203 145 112
is_linear=0
shrinkage=0.0032998


Tree=3794
num_leaves=22
num_cat=0
split_feature=1 3 10 3 1 3 123 16 49 123 156 49 0 16 160 15 159 3 16 15 12
split_gain=39.2423 8.02682 4.46997 3.25583 2.42826 1.2937 1.38931 1.16591 1.11122 1.24904 0.695881 0.769342 1.14997 0.773331 0.743452 0.710628 0.663038 0.643422 0.507051 0.792318 0.340238
threshold=0.10752500000000002 -0.053499999999999992 -0.0069899999999999988 -0.076554999999999998 0.10342000000000001 0.149315 0.088205000000000019 0.062365000000000011 0.11530000000000001 0.080635000000000012 -0.080734999999999987 -0.046739999999999997 -0.13740499999999997 -0.096494999999999984 -0.41947499999999993 -0.089104999999999976 0.081925000000000012 -0.087784999999999988 -0.088734999999999994 -0.077134999999999995 0.083570000000000019
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 7 -3 10 8 6 -4 -2 9 16 -1 17 -13 15 -15 -14 18 -12 -5 -20 -16
right_child=1 2 5 4 -6 -7 -8 -9 -10 -11 11 12 13 14 20 -17 -18 -19 19 -21 -22
leaf_value=0.0025378191931004386 0.0013954153533254883 -7.9344891214251856e-05 0.0013251026721533884 0.0017868355273329517 0.0011933500520492758 0.00059106664171879367 0.00066305223077503463 0.0020050026989825026 0.0014945361186908582 0.0015352355923659454 0.0016236268075773626 0.0026438409573947977 0.0021428800690840659 0.0017420874531335828 0.0018977128788481819 0.0026609202175158484 0.0023530177841339338 0.0021402454169225055 0.0024227515766503021 0.0019770583265633621 0.0021639192013555393
leaf_weight=55 85 64 97 95 52 92 54 58 55 58 53 56 57 53 58 61 69 54 56 209 880
leaf_count=55 85 64 97 95 52 92 54 58 55 58 53 56 57 53 58 61 69 54 56 209 880
internal_value=0 0.000996991 0.00069601 0.00207974 0.00187626 0.000900364 0.00108858 0.00164291 0.00194171 0.00199214 0.0021708 0.0021549 0.00217969 0.00215622 0.00212585 0.00241098 0.00205383 0.00188468 0.00199639 0.00207138 0.0021475
internal_weight=0 450 307 1921 594 243 151 143 542 487 1327 1272 1165 1109 991 118 429 107 360 265 938
internal_count=2371 450 307 1921 594 243 151 143 542 487 1327 1272 1165 1109 991 118 429 107 360 265 938
is_linear=0
shrinkage=0.0032998


Tree=3795
num_leaves=22
num_cat=0
split_feature=1 40 39 484 155 50 3 42 42 52 52 2 3 3 157 16 3 16 3 3 50
split_gain=1.24707 0.690487 0.64796 0.518593 0.617209 0.629706 0.428992 0.371861 0.419352 0.288895 0.440321 0.365598 0.54041 0.357883 0.266199 0.260856 0.317877 0.194739 0.157537 0.120531 0.111728
threshold=0.090485000000000024 -0.085774999999999976 0.096625000000000016 -0.020124999999999994 0.10158500000000002 0.041865000000000006 -0.077354999999999993 0.096190000000000012 0.090040000000000023 0.40438500000000005 0.23893500000000004 0.081685000000000021 -0.11756999999999999 -0.089964999999999976 -0.06457499999999998 -0.069144999999999984 -0.086049999999999988 -0.090394999999999989 -0.085754999999999984 -0.081024999999999986 0.089915000000000009
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=9 -2 3 -3 5 7 -7 8 -5 10 11 13 -13 -1 18 17 -17 -16 -14 -20 -15
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12 12 14 20 15 16 -18 -19 19 -21 -22
leaf_value=0.035726373975944394 -0.0095137048654068707 0.0252085618652855 -0.0043756648166743822 0.0062276986381001086 0.025780255623005451 0.0094667370984930707 0.029009364998820765 0.017792374109144735 -0.0086904778679684821 0.008613968264669921 0.032764781701355342 0.0032180656749315386 0.015963507634798618 0.023517614132382854 0.014767051881737688 0.020590003326414461 0.0098718072547256119 0.021380347394373556 0.032862241285258796 0.021509983827123772 0.013445052210525398
leaf_weight=55 52 76 75 319 67 65 63 62 64 101 55 84 53 80 220 109 284 304 55 54 53
leaf_count=55 52 76 75 319 67 65 63 62 64 101 55 84 53 80 220 109 284 304 55 54 53
internal_value=0 0.00925307 0.0104891 0.0120486 0.0104831 0.00869126 0.0190994 0.00569342 0.00373015 0.0173419 0.0179676 0.0173638 0.0162461 0.0242688 0.0172587 0.0161414 0.0128491 0.0186072 0.0235717 0.0272547 0.0195172
internal_weight=0 843 791 716 640 573 128 445 383 1507 1406 1351 1163 188 1079 917 393 524 162 109 133
internal_count=2350 843 791 716 640 573 128 445 383 1507 1406 1351 1163 188 1079 917 393 524 162 109 133
is_linear=0
shrinkage=0.16829


Tree=3796
num_leaves=20
num_cat=0
split_feature=4 3 2 48 4 2 2 41 0 16 4 3 4 16 16 1447 393 1213 3
split_gain=25.5402 5.80946 3.21879 1.51683 1.0499 0.873369 1.17879 0.764621 0.890767 1.38682 0.739058 0.665364 0.620475 0.564267 0.462341 0.453348 0.446955 0.453233 0.204872
threshold=0.30163500000000004 -0.046329999999999989 0.10859000000000001 0.086605000000000015 0.03851000000000001 0.079570000000000016 0.093565000000000023 0.07831500000000001 -0.064804999999999988 0.38845000000000002 0.018150000000000003 -0.10077999999999999 0.51224500000000017 -0.059624999999999991 -0.4582 -0.086059999999999984 0.097165000000000015 0.104315 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 -3 -7 8 15 11 -4 -10 14 18 -2 -1 17 -17 -6
right_child=12 2 10 -5 13 6 -8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0021619602051352995 0.00064892960640519561 0.0014216521511069989 0.00080231676836461788 0.0012541668028698859 0.0019023117381333123 0.0022195851035809117 0.0016265242495314988 0.0022573364956745248 0.0011354405865229898 0.0019688599859865635 0.001282736691909703 0.0016352960157239472 0.00080750256004873849 0.0014122721772703839 0.00027078316936013754 0.0018684000534817476 0.0021493855771850864 0.0015883049457102324 0.0016173027452604802
leaf_weight=61 74 61 85 96 59 67 82 52 53 84 60 66 101 91 68 1005 59 69 57
leaf_count=61 74 61 85 96 59 67 82 52 53 84 60 66 101 91 68 1005 59 69 57
internal_value=0 0.00173933 0.00140697 0.00159906 0.00182983 0.00175656 0.00189344 0.00186139 0.00184662 0.00164317 0.00100135 0.00141297 0.00060931 0.00160874 0.000468093 0.00188118 0.00186604 0.00185044 0.00176257
internal_weight=0 2107 451 306 1656 210 149 1449 1397 203 145 119 243 207 142 1194 1133 1074 116
internal_count=2350 2107 451 306 1656 210 149 1449 1397 203 145 119 243 207 142 1194 1133 1074 116
is_linear=0
shrinkage=0.0032998


Tree=3797
num_leaves=21
num_cat=0
split_feature=4 3 3 3 42 4 3 3 4 0 11 49 11 52 156 480 4 3 4 52
split_gain=34.8968 11.7724 5.43541 2.85876 4.21032 2.67058 1.95266 1.84176 1.75829 0.875634 0.874121 1.55496 1.35273 0.732678 0.490747 0.627514 0.476202 0.44454 0.356471 0.176713
threshold=0.30163500000000004 -0.059629999999999996 0.25468500000000005 -0.0035149999999999995 -0.0043149999999999994 -0.057539999999999994 -0.080804999999999974 0.095555000000000015 0.03851000000000001 -0.17106499999999999 1.0000000180025095e-35 -0.078459999999999988 0.085630000000000026 -0.025904999999999994 0.088410000000000016 0.086995000000000017 0.51224500000000017 -0.081324999999999995 0.11057000000000002 -0.072624999999999981
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 8 3 4 -3 -5 -2 -7 10 -8 11 -1 -12 -6 15 17 -11 -13 19 -10
right_child=6 2 -4 5 13 7 9 -9 18 16 12 14 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0016917214088283939 0.0012500441461343395 0.0020882484431520311 0.00062592325573143832 0.0024456142583540118 0.00092391674946431515 0.0020411792570474373 0.00092632627730557997 0.0012703734575747474 0.0016652637350976721 0.00018005957430539083 0.0029092861160352765 0.002336287053690155 0.0022121487209713869 0.0014186359203614679 0.0020090475854751852 0.0019916085248300745 0.00059329253870198551 0.0021899065318105745 0.0021199342068366224 0.0019181590232309617
leaf_weight=58 63 77 53 90 82 80 54 59 55 52 54 709 71 55 90 86 74 348 63 77
leaf_count=58 63 77 53 90 82 80 54 59 55 52 54 709 71 55 90 86 74 348 63 77
internal_value=0 0.00207043 0.00162564 0.00174517 0.00147034 0.00200184 0.000749575 0.00171426 0.00220736 0.000574216 0.00224795 0.00222221 0.00251359 0.00112278 0.00224713 0.00226585 0.000423032 0.00228813 0.00191238 0.00181305
internal_weight=0 2107 496 443 214 229 243 139 1611 180 1416 1291 125 137 1233 1143 126 1057 195 132
internal_count=2350 2107 496 443 214 229 243 139 1611 180 1416 1291 125 137 1233 1143 126 1057 195 132
is_linear=0
shrinkage=0.0032998


Tree=3798
num_leaves=15
num_cat=0
split_feature=30 13 0 41 2 13 3 42 13 2 2 42 49 150
split_gain=0.992419 0.980533 0.597079 0.579139 0.681789 0.848858 0.518694 0.403654 0.376428 0.38523 0.303079 0.28296 0.251281 0.232473
threshold=0.086065000000000016 -0.16392499999999996 -0.13972999999999997 0.07831500000000001 0.10527500000000002 0.11014500000000001 0.096440000000000012 0.093565000000000023 -0.097199999999999995 0.10136500000000002 0.13106000000000004 -0.043469999999999995 0.0060900000000000008 0.10571000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 8 11 -3 13 -9 -6 -13 -10
right_child=-2 3 -4 -5 5 -7 -8 10 9 -11 -12 12 -14 -15
leaf_value=-0.012372718443072417 -0.0076357755411374491 0.029814512806321244 0.010345078776374025 0.028904549247852056 0.0069233800070028547 -0.0091814912110236464 0.00031812041260337337 0.012564045263930125 0.015909047234834932 0.030134870570413169 -0.0048534864184798581 0.015304276829765989 0.028628187465144634 0.027113555741462816
leaf_weight=55 56 67 81 93 72 60 52 57 1394 60 56 134 58 55
leaf_count=55 56 67 81 93 72 60 52 57 1394 60 56 134 58 55
internal_value=0 0.0150183 0.00114452 0.0158918 0.0153049 0.00939349 0.0168906 0.0123545 0.0174362 0.0168854 0.00391645 0.0159594 0.0193386 0.0163356
internal_weight=0 2294 136 2158 2065 437 1628 377 1576 1509 113 264 192 1449
internal_count=2350 2294 136 2158 2065 437 1628 377 1576 1509 113 264 192 1449
is_linear=0
shrinkage=0.16829


Tree=3799
num_leaves=25
num_cat=0
split_feature=1 2 15 14 2 12 16 160 12 1429 48 16 13 1 1 393 2 12 1 133 15 16 13 16
split_gain=33.7193 6.54434 6.23441 4.40632 3.66634 2.76496 1.6631 1.08422 1.35727 1.08288 0.935825 0.794546 0.856194 0.774587 0.753312 0.713997 0.724856 0.639411 0.511133 0.433791 0.409858 0.318625 0.309735 0.214091
threshold=0.10538500000000002 0.14823500000000003 -0.084629999999999997 0.076175000000000007 0.092365000000000017 0.054520000000000006 0.25155500000000003 -0.076689999999999994 -0.040564999999999997 0.084690000000000015 0.084260000000000015 -0.0092499999999999978 -0.04917499999999999 0.089710000000000026 0.078015000000000015 0.097165000000000015 0.078405000000000016 0.095565000000000011 0.11695500000000002 0.087005000000000013 -0.012569999999999998 -0.064539999999999986 0.014185000000000001 0.22564000000000003
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 7 4 9 13 18 -2 -9 10 11 15 20 -6 -12 16 -1 19 -4 -7 -13 -19 23 -23
right_child=1 -3 6 -5 5 17 -8 8 -10 -11 14 12 -14 -15 -16 -17 -18 21 -20 -21 -22 22 -24 -25
leaf_value=0.0020706470912036845 0.0013535102033870915 0.00031804098147590186 0.0017213412195579592 0.0030190095461531401 0.0017369980993586968 0.0023638562471006343 0.0021337734531001336 0.00053439843699998042 0.001140080087839877 0.001833455765006087 0.0022088877702085286 0.0021115227669230145 0.0028224073601930307 0.001253011930161959 0.0017499938509336537 0.0026004092975260135 0.0022945774576718591 0.0020834728522249706 0.0012956197711327853 0.0020375269245138791 0.0024885260258356535 0.0015812806011100151 0.0020426941458378837 0.0018870034201961833
leaf_weight=248 58 79 68 62 80 86 81 84 78 72 97 54 58 67 67 58 455 99 58 98 82 53 56 52
leaf_count=248 58 79 68 62 80 86 81 84 78 72 97 54 58 67 67 58 455 99 58 98 82 53 56 52
internal_value=0 0.00119108 0.00135253 0.00215289 0.00212273 0.00190984 0.00176378 0.000965408 0.00082624 0.00222835 0.00225372 0.00229354 0.00248377 0.00151665 0.00202163 0.002245 0.00221563 0.00203994 0.00152565 0.00219024 0.00233909 0.00193343 0.00184095 0.00173302
internal_weight=0 506 427 1844 1782 591 207 220 162 1191 1119 955 194 147 164 761 703 444 126 184 136 260 161 105
internal_count=2350 506 427 1844 1782 591 207 220 162 1191 1119 955 194 147 164 761 703 444 126 184 136 260 161 105
is_linear=0
shrinkage=0.0032998


Tree=3800
num_leaves=18
num_cat=0
split_feature=15 3 15 160 3 15 13 40 52 3 3 133 52 15 1447 15 15
split_gain=1.80672 0.922436 1.05966 0.757935 0.665098 0.903116 0.656682 0.726896 0.481131 0.540225 0.451945 0.435325 0.426634 0.629314 0.371635 0.282754 0.0580819
threshold=-0.2987999999999999 0.11191000000000002 -0.024814999999999997 -0.069009999999999988 -0.0035149999999999995 -1.0000000180025095e-35 0.26171000000000005 -0.08440499999999998 -0.037619999999999994 -0.091869999999999993 0.0025650000000000004 -0.0044049999999999992 -0.092264999999999986 -0.088489999999999985 -0.086059999999999984 -0.086849999999999997 -0.094124999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 6 16 7 -2 12 11 -5 -10 15 -14 -11 -9 -6
right_child=1 2 -4 10 5 -7 -8 8 9 14 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0078408390932259778 -0.0053621776557458969 0.010899414452965508 -0.019285791225014948 -0.002690614953864644 0.017037462003722043 0.037016022554703328 0.030781560480267731 0.022096051289147909 0.035736059967653069 0.025832558253063832 -0.02471489179200536 0.017839502321635749 -0.014251304252732949 0.008864411376033509 0.01216780788904552 0.0092359210737722915 0.0089710955010830658
leaf_weight=79 65 87 53 52 52 78 55 59 52 60 54 152 52 93 1004 278 52
leaf_count=79 65 87 53 52 52 78 55 59 52 60 54 152 52 93 1004 278 52
internal_value=0 0.0126896 -0.00051501 -0.00462211 0.0135913 0.0233148 0.012644 0.0120934 0.0127428 0.0144651 -0.0139275 0.0224102 0.00820824 0.000562247 0.0129401 0.0114927 0.0130216
internal_weight=0 2192 140 185 2052 182 1870 1815 1750 1268 106 204 482 145 1064 337 104
internal_count=2377 2192 140 185 2052 182 1870 1815 1750 1268 106 204 482 145 1064 337 104
is_linear=0
shrinkage=0.16829


Tree=3801
num_leaves=13
num_cat=0
split_feature=15 43 160 51 12 151 151 12 484 1447 1455 4
split_gain=1.25672 0.543791 0.51389 0.478354 0.451119 0.403785 0.636725 0.488497 0.394442 0.362517 0.55784 0.317294
threshold=-0.26826999999999995 -0.50149499999999991 -0.069009999999999988 0.161415 -0.050214999999999989 -0.085369999999999988 -0.089594999999999994 -0.094939999999999983 -0.13719999999999996 -0.086059999999999984 -0.089344999999999994 -0.0079049999999999971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -4 6 11 -7 -9 -10 -11 -3
right_child=1 3 4 -5 -6 7 -8 8 9 10 -12 -13
leaf_value=0.0065610637640294489 0.026815529102940518 0.017002559425948811 -0.021362435152513737 -0.0057814921235265623 0.00019024274342580312 0.026273510018620973 -0.010166328880105555 0.022097367460412357 0.022521151080434041 -0.0070240935848460686 0.010345742921286701 0.00069215731817511927
leaf_weight=80 57 78 58 52 52 60 66 84 66 54 1610 60
leaf_count=80 57 78 58 52 52 60 66 84 66 54 1610 60
internal_value=0 0.0105744 -0.00368763 0.010139 -0.0111576 0.0105382 0.00341545 0.0113127 0.0108168 0.0102681 0.00978098 0.0099241
internal_weight=0 2187 190 2130 110 2078 204 1874 1814 1730 1664 138
internal_count=2377 2187 190 2130 110 2078 204 1874 1814 1730 1664 138
is_linear=0
shrinkage=0.16829


Tree=3802
num_leaves=23
num_cat=0
split_feature=1 1 16 47 4 14 13 159 1429 484 0 13 16 0 16 16 50 159 403 4 1 13
split_gain=1.25281 0.710602 0.609294 0.633247 0.907583 0.880311 0.562619 0.577449 0.540576 0.549769 0.538822 0.492118 0.464651 0.448682 0.410147 0.655365 0.509169 0.245645 0.468745 0.287511 0.271105 0.205879
threshold=0.10141500000000002 0.14846500000000004 -0.41574999999999995 0.083875000000000019 -0.0086449999999999982 -0.23083499999999998 -0.15010999999999997 0.124685 0.084690000000000015 0.076210000000000014 -0.11796999999999999 -0.050754999999999995 0.0073350000000000004 -0.07081999999999998 0.25155500000000003 -1.0000000180025095e-35 0.091130000000000017 -0.085534999999999986 -0.082354999999999984 -0.080874999999999989 0.084795000000000023 -0.081934999999999994
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=6 2 10 4 12 -6 -1 8 11 -10 -2 17 -4 -5 15 16 -13 21 19 -19 -20 -8
right_child=1 -3 3 13 5 -7 7 -9 9 -11 -12 14 -14 -15 -16 -17 -18 18 20 -21 -22 -23
leaf_value=0.026116031837550496 0.0016927284998390021 -0.01743644236066981 -0.0071075132984132188 0.020805248539748009 -0.00091365921465978316 -0.029552174612928462 0.021218015777355933 0.026830148183462507 0.0085877901833277849 -0.014749737689224166 0.02163641830281297 0.013999992868924744 0.011430493064013411 -0.00076596515869658546 0.001078469522082357 0.026816565794978056 -0.00019781845622486821 0.0042595571001588931 0.0055293771719986135 -0.012000150091272274 0.014189344363077831 0.0070907659732507428
leaf_weight=60 75 53 66 56 59 63 57 53 62 53 79 507 91 53 76 99 83 62 411 61 137 61
leaf_count=60 75 53 66 56 59 63 57 53 62 53 79 507 91 53 76 99 83 62 411 61 137 61
internal_value=0 0.00115696 0.00297845 -0.00057194 -0.00482584 -0.0157171 0.0100792 0.00951941 0.00896862 -0.00215214 0.0119352 0.00979274 0.003626 0.0103 0.0128368 0.0141312 0.0119996 0.00683897 0.00558926 -0.00378959 0.00769765 0.0139302
internal_weight=0 595 542 388 279 122 1782 1722 1669 115 154 1554 157 109 765 689 590 789 671 123 548 118
internal_count=2377 595 542 388 279 122 1782 1722 1669 115 154 1554 157 109 765 689 590 789 671 123 548 118
is_linear=0
shrinkage=0.16829


Tree=3803
num_leaves=16
num_cat=0
split_feature=2 15 16 2 41 4 48 0 3 403 3 3 474 402 15
split_gain=0.973259 0.671103 0.543233 0.495193 0.34465 0.406073 0.553481 0.484116 0.598395 0.330331 1.03756 0.327618 0.378472 0.253099 0.1802
threshold=0.17576500000000003 -0.42075999999999997 -0.42372999999999994 -0.045829999999999989 0.08178500000000001 -0.080429999999999988 0.083570000000000019 -0.086984999999999993 -0.082384999999999986 -0.015054999999999997 -0.080634999999999984 0.11191000000000002 0.085020000000000012 -0.0088649999999999979 0.085610000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 14 -9 10 -7 12 -11 -12 -5
right_child=-2 3 -4 4 -6 9 -8 8 -10 11 13 -13 -14 -15 -16
leaf_value=0.005732527587324115 -0.01623290523999131 0.022118790374690334 -0.015549332694219998 0.025834554566350039 -0.0049418493326543389 -0.01290257851904794 0.026420974396496655 0.010272480658231619 -0.0043395328816090168 0.0093254748764179003 0.0040296449924079967 -0.002361025567115288 0.00032702516015822782 0.019075583886576954 0.012275821587356368
leaf_weight=71 52 66 65 60 63 98 61 382 100 924 82 93 155 52 53
leaf_count=71 52 66 65 60 63 98 61 382 100 924 82 93 155 52 53
internal_value=0 0.00703667 -0.00442574 0.00774964 0.00730208 0.0076774 0.0111373 0.00956743 0.00723722 0.00605951 0.000249606 0.00720807 0.0080345 0.00988178 0.019491
internal_weight=0 2325 136 2189 2123 2060 656 595 482 1404 232 1172 1079 134 113
internal_count=2377 2325 136 2189 2123 2060 656 595 482 1404 232 1172 1079 134 113
is_linear=0
shrinkage=0.16829


Tree=3804
num_leaves=24
num_cat=0
split_feature=1 2 1 3 2 3 1 12 15 14 0 133 13 3 4 1429 49 12 12 15 15 15 0
split_gain=27.4276 4.0369 2.39117 1.78187 1.56655 1.11984 1.61373 1.03018 1.02203 0.916885 0.858517 0.767287 0.85823 0.771989 0.731523 0.6641 0.706663 0.749908 0.544477 0.428353 0.353078 0.334176 0.148769
threshold=0.10915500000000002 0.16730000000000003 0.10141500000000002 -0.049204999999999992 0.091205000000000008 -0.14162499999999997 0.088595000000000021 0.087245000000000003 -0.079109999999999986 0.062655000000000016 -0.026509999999999995 0.048695000000000009 -0.28558999999999996 0.085315000000000016 -0.0072499999999999995 0.084690000000000015 -0.0066849999999999991 0.083785000000000012 0.083570000000000019 -0.10245999999999998 -0.0073899999999999999 0.087575000000000014 -0.088374999999999995
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 3 4 8 9 -6 10 -4 -2 15 14 12 -5 -14 20 16 18 22 -1 -16 -7 -19 -18
right_child=1 -3 7 11 5 6 -8 -9 -10 -11 -12 -13 13 -15 19 -17 17 21 -20 -21 -22 -23 -24
leaf_value=0.0012575731265359682 0.00081667984301187076 -0.00016798910878058535 0.0010205835300315903 0.00050160696153567978 0.0019465406237240436 0.0018673055784127169 0.00092591672077492297 0.001545706285799001 0.0014535288539107153 0.002141050390065566 0.001144609840648286 0.00034074233500240933 0.00065118159267016774 0.0011977616005754222 0.001703300610235675 0.0013769634168704678 0.0018898986126552897 0.0017793375594987411 0.0016637990745365346 0.0013625627282102498 0.0016028166135985103 0.0016352094356793939 0.0021453952081763
leaf_weight=58 52 53 101 83 60 89 54 69 59 54 58 64 53 61 53 67 55 433 99 182 156 311 53
leaf_count=58 52 53 101 83 60 89 54 69 59 54 58 64 53 61 53 67 55 433 99 182 156 311 53
internal_value=0 0.000683482 0.00160868 0.000804889 0.00164441 0.00151516 0.00147137 0.00123393 0.0011555 0.00171896 0.00152606 0.000655642 0.000757766 0.000943959 0.00157208 0.00169775 0.00171901 0.00175676 0.00151395 0.00143956 0.00169904 0.00171914 0.00201561
internal_weight=0 425 1952 372 1782 652 592 170 111 1130 538 261 197 114 480 1076 1009 852 157 235 245 744 108
internal_count=2377 425 1952 372 1782 652 592 170 111 1130 538 261 197 114 480 1076 1009 852 157 235 245 744 108
is_linear=0
shrinkage=0.0032998


Tree=3805
num_leaves=24
num_cat=0
split_feature=1 2 4 1 11 2 2 2 15 150 2 43 16 4 15 42 42 15 49 4 4 4 15
split_gain=26.8849 5.87581 4.26877 3.46027 3.15944 5.23725 2.79487 1.91364 1.73361 1.46953 1.18313 0.755809 0.858481 0.738062 0.575332 0.557423 0.483277 0.398696 0.342499 0.318641 0.311506 0.365205 0.307817
threshold=0.11831500000000002 0.099675000000000014 -0.42305999999999994 0.084795000000000023 0.077290000000000011 -0.0091949999999999983 0.14461000000000004 -1.0000000180025095e-35 -0.10981499999999998 0.08926000000000002 0.090115000000000015 -0.073574999999999988 -0.025314999999999994 -0.0045949999999999993 0.091475000000000015 0.094095000000000012 0.088060000000000013 -0.089964999999999976 0.09055500000000001 -0.077679999999999985 -0.039459999999999995 -0.074479999999999977 -0.094449999999999992
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=1 4 -3 11 5 -1 7 -2 -9 22 14 18 -13 20 15 16 -7 -15 -4 -16 21 -12 -5
right_child=6 2 3 9 -6 10 -8 8 -10 -11 13 12 -14 17 19 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.001114756713699126 0.00061694615033923721 0.0024027562927961925 0.0022113391127248794 0.0012718736863750523 0.0027628794449246329 0.0022015174019197744 0.00034928230918699168 0.00088872991112814406 0.0016894085661676266 0.00076062187091273067 0.0020673318636731321 0.001860789341853034 0.0013301124267389693 0.0018981877914707351 0.0017564757164746979 0.0024859689086309321 0.0019810246396451238 0.0014994909302635392 0.0018323709936491582 0.0020821398224263798 0.0022211669503504959 0.0017264564076764253 0.0015915211476139224
leaf_weight=61 61 78 56 79 74 713 79 53 67 53 111 89 54 61 53 66 132 52 52 95 75 52 59
leaf_count=61 61 78 56 79 74 713 79 53 67 53 111 89 54 61 53 66 132 52 52 95 75 52 59
internal_value=0 0.00199396 0.00169021 0.00156438 0.00209617 0.00206261 0.000867791 0.00109391 0.00133607 0.00122912 0.00210359 0.00181936 0.00166064 0.00193658 0.00215891 0.00219025 0.00216712 0.00171503 0.0020292 0.00196575 0.00204163 0.0019588 0.00140879
internal_weight=0 2065 520 442 1545 1471 260 181 120 191 1410 251 143 351 1059 911 845 113 108 148 238 163 138
internal_count=2325 2065 520 442 1545 1471 260 181 120 191 1410 251 143 351 1059 911 845 113 108 148 238 163 138
is_linear=0
shrinkage=0.0032998


Tree=3806
num_leaves=18
num_cat=0
split_feature=1 52 39 10 147 12 42 1 12 11 15 1375 39 12 42 13 15
split_gain=23.1544 6.12848 3.61334 2.25216 1.61412 2.19618 1.27386 0.996323 1.75201 1.34576 0.544222 0.521915 0.472266 0.39237 0.355637 0.445882 0.435861
threshold=0.104035 -0.41304999999999997 0.081875000000000017 -0.0010949999999999998 1.0000000180025095e-35 0.089605000000000018 0.11929000000000002 0.08956500000000002 0.088395000000000015 0.077290000000000011 -0.41971499999999995 -0.081379999999999994 1.0000000180025095e-35 0.093840000000000021 -0.053844999999999997 -0.049414999999999994 0.054100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 5 10 7 9 -9 11 -5 -1 -12 -10 16 -16 -13
right_child=1 3 -4 4 -6 -7 -8 8 13 -11 12 14 -14 -15 15 -17 -18
leaf_value=0.0024063684292360381 0.0022684910546944817 0.00057280449785115429 0.0014073686610377152 0.0013337688796698224 0.00070617691001054412 0.0017450155031548888 0.0015742503675099245 0.0015391328610546585 0.0022209735837145357 0.0025906365608980662 0.00086222830078599196 0.0018201769752186517 0.0012468938121702382 0.0019206715404325246 0.0020515525431319646 0.0022151871044528266 0.0020737346233058035
leaf_weight=52 54 76 103 88 62 85 61 103 99 59 95 132 56 97 664 260 179
leaf_count=52 54 76 103 88 62 85 61 103 99 59 95 132 56 97 664 260 179
internal_value=0 0.00121601 0.00200866 0.00109292 0.00119523 0.00128871 0.00204495 0.00206238 0.00188891 0.00210089 0.00112628 0.00207841 0.00100512 0.00207253 0.00206457 0.00209764 0.00196623
internal_weight=0 516 1809 462 386 324 1706 1645 299 1346 239 1287 151 196 1235 924 311
internal_count=2325 516 1809 462 386 324 1706 1645 299 1346 239 1287 151 196 1235 924 311
is_linear=0
shrinkage=0.0032998


Tree=3807
num_leaves=13
num_cat=0
split_feature=40 14 2 15 0 11 11 0 15 16 49 15
split_gain=0.5761 0.612661 0.675694 0.783832 0.492739 0.492607 1.0396 0.402259 0.874188 0.476908 0.418954 0.371692
threshold=0.051255000000000002 -0.10708499999999999 0.13880500000000004 -0.069404999999999981 -0.15135999999999997 0.076160000000000019 0.08776500000000001 -0.10891999999999999 -0.084059999999999982 -0.14839499999999997 0.089355000000000004 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 11 7 -7 8 -6 -9 -11 -3
right_child=-2 2 3 -5 5 6 -8 9 -10 10 -12 -13
leaf_value=0.024230957287000102 -0.0067275195680051355 -0.0071403712285268896 0.011492357407224785 -0.017582829937864464 0.012808986815179092 0.040005488301944378 0.0079266882554831497 0.022978204805223765 -0.013320443476557264 0.012152772215714848 0.0042097462166715525 0.0093064783593973868
leaf_weight=93 54 71 53 52 94 52 64 101 59 1326 220 86
leaf_count=93 54 71 53 52 94 52 64 101 59 1326 220 86
internal_value=0 0.0108401 0.0102675 -0.00288967 0.0109348 0.0116777 0.0223223 0.0109907 0.00272119 0.0117578 0.0110236 0.00185729
internal_weight=0 2271 2178 105 2073 1916 116 1800 153 1647 1546 157
internal_count=2325 2271 2178 105 2073 1916 116 1800 153 1647 1546 157
is_linear=0
shrinkage=0.16829


Tree=3808
num_leaves=26
num_cat=0
split_feature=1 155 10 1 151 12 12 1 41 43 1 49 12 43 15 15 15 1453 1 0 43 15 12 0 133
split_gain=43.4927 7.30003 4.42098 4.24572 4.59323 2.34062 1.9973 1.48754 1.03488 0.853512 0.78997 0.697847 0.655153 0.572226 0.518752 1.31872 0.564092 0.502015 0.481016 0.847362 0.463026 0.413638 0.412771 0.305498 0.101569
threshold=0.104035 0.083165000000000003 -0.011559999999999999 0.091275000000000009 -0.012764999999999997 0.093270000000000006 0.089125000000000024 0.10024500000000001 0.075585000000000013 -0.046639999999999994 0.087070000000000022 0.082865000000000008 0.089475000000000013 -0.052219999999999996 -0.41971499999999995 -0.077809999999999976 -0.015464999999999998 -0.013154999999999998 0.078340000000000007 -0.065064999999999998 -0.038674999999999994 -0.077134999999999995 0.086565000000000017 -0.068214999999999984 0.099020000000000011
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 -2 5 -5 8 14 12 10 -8 17 13 -6 24 -4 -16 -17 -1 19 -19 -14 -13 -12 -15 -7
right_child=1 -3 6 4 7 11 9 -9 -10 -11 22 21 20 23 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0023190425604578406 0.00039500726487134345 0.0025526584510868885 0.001440882946744398 0.0013569386293254616 0.0018713964920334977 0.0026834778661746941 0.0020445924219959903 0.002810956964239161 0.0030079880304633793 0.0014539082983930844 0.002122443500915526 0.0022978184352668014 0.0021080626625971503 0.0023983933710158122 0.00086736911518962248 0.0016425807890088071 0.0011593912146593594 0.0026440259908034618 0.0028723967225365815 0.00220755284705557 0.0025245953197452022 0.001893591113256524 0.0024898989135846484 0.002078675330235538 0.0024676133117779732
leaf_weight=58 58 52 90 69 53 59 55 54 68 53 53 55 60 79 101 52 55 727 91 53 60 59 99 60 52
leaf_count=58 58 52 90 69 53 59 55 54 68 53 53 55 60 79 101 52 55 727 91 53 60 59 99 60 52
internal_value=0 0.00137959 0.00124805 0.00246586 0.00210373 0.00253668 0.00136983 0.00233058 0.00260996 0.00175505 0.00258489 0.00230525 0.00218043 0.00240376 0.0012301 0.00113873 0.00139454 0.00262132 0.00264141 0.00261441 0.00231662 0.00208892 0.002362 0.00226064 0.00258267
internal_weight=0 516 464 1809 296 1513 406 227 1149 108 1081 364 173 250 298 208 107 929 871 780 120 114 152 139 111
internal_count=2325 516 464 1809 296 1513 406 227 1149 108 1081 364 173 250 298 208 107 929 871 780 120 114 152 139 111
is_linear=0
shrinkage=0.0032998


Tree=3809
num_leaves=25
num_cat=0
split_feature=2 12 3 3 43 0 43 12 16 2 3 156 48 3 52 43 3 16 12 52 16 12 52 3
split_gain=20.9753 12.8179 3.07243 3.47508 2.13723 2.85349 4.1164 1.7071 1.58254 1.1662 0.913018 1.08883 0.69103 0.614395 0.60298 0.504131 0.489494 0.439301 0.435896 0.419555 0.33847 0.185151 0.102471 0.0837115
threshold=0.13388500000000003 0.054520000000000006 0.11745500000000002 0.06269000000000001 -0.092454999999999982 -0.071844999999999978 -0.049364999999999992 0.099815000000000015 -0.091794999999999988 0.15630500000000003 -0.081184999999999993 -0.00054499999999999991 0.093265000000000015 -0.080564999999999984 -0.060549999999999993 -0.067359999999999989 0.094285000000000008 0.0063750000000000013 0.092395000000000019 -0.14689999999999998 -0.042349999999999992 0.088335000000000011 0.11297500000000001 -0.0062049999999999996
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 2 3 4 -1 6 -6 10 -9 23 11 -3 14 -12 19 -10 -5 21 -16 -13 -17 -15 -23 -2
right_child=9 7 -4 16 5 -7 -8 8 15 -11 13 12 -14 17 18 20 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0018532817033379174 0.00091984140792700198 0.0025245755453291805 0.00080368535908768282 0.0021357246471426332 0.00089314446787596639 0.00065722199148497121 0.0020947869833354863 0.0012215746899725656 0.0020541502965425525 0.00027278616443988013 0.001547695853754832 0.0020102300766432586 0.0016850855640264816 0.002167993530586023 0.0020725394330232952 0.0019020173997721325 0.0017324862138691096 0.0017339464292364193 0.0023475047573363788 0.0016836211503801846 0.0015635700865746852 0.0019994387834367995 0.001839346372628139 0.00073174469398094356
leaf_weight=52 58 52 92 56 70 90 56 57 79 65 56 119 60 55 572 61 84 102 73 70 73 148 73 52
leaf_count=52 58 52 92 56 70 90 56 57 79 65 56 119 60 55 572 61 84 102 73 70 73 148 73 52
internal_value=0 0.00181233 0.00134926 0.00147219 0.0012517 0.00110671 0.00142749 0.00195263 0.00171177 0.000624018 0.00199973 0.0020576 0.0020304 0.00187351 0.0020552 0.00184278 0.00189403 0.00192169 0.00210371 0.00188945 0.0017179 0.00199094 0.00194672 0.000831243
internal_weight=0 2150 500 408 268 216 126 1650 270 175 1380 946 894 434 834 213 140 378 645 189 134 276 221 110
internal_count=2325 2150 500 408 268 216 126 1650 270 175 1380 946 894 434 834 213 140 378 645 189 134 276 221 110
is_linear=0
shrinkage=0.0032998


Tree=3810
num_leaves=21
num_cat=0
split_feature=12 4 9 156 2 15 0 2 2 4 474 49 0 158 13 2 15 2 0 43
split_gain=20.2697 6.47112 5.08491 4.16009 2.88307 2.62431 2.54422 2.06705 1.81769 1.73244 1.24764 1.2292 0.93458 0.805804 0.765178 0.790399 0.542774 0.485323 0.2793 0.264272
threshold=0.054520000000000006 0.36766000000000004 -1.0000000180025095e-35 0.079145000000000007 0.11693000000000002 -1.0000000180025095e-35 -0.081574999999999995 0.12330500000000001 0.091595000000000024 0.043850000000000007 0.085020000000000012 -1.0000000180025095e-35 0.11535000000000002 0.07968500000000002 -0.096444999999999989 0.10161500000000002 -0.084629999999999997 0.14530500000000005 -0.084824999999999984 -0.077889999999999987
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 7 -1 4 5 6 8 9 -4 12 -5 -10 13 14 -2 -16 -11 -6 -15 -18
right_child=1 -3 3 10 17 -7 -8 -9 11 16 -12 -13 -14 18 15 -17 19 -19 -20 -21
leaf_value=0.00013126177260094332 0.0020394668193704363 0.00055675335393073173 0.0016143175820554064 0.0019959151325423721 0.00071066803654123967 0.0016694533154195069 0.0003038351278189828 0.0010712689114417411 0.00054696944508131166 0.001604860160045735 0.0012954244472628759 0.0012309030294476828 0.0021008643575721382 0.0021550033364380063 0.0017027871075450962 0.0013830346208221003 0.0014175582480198867 0.00034003651997748337 0.0018143501335397734 0.0010845804054633371
leaf_weight=73 68 58 57 53 96 70 53 59 57 86 59 58 76 58 1035 93 53 65 52 54
leaf_count=73 68 58 57 53 96 70 53 59 57 86 59 58 76 58 1035 93 53 65 52 54
internal_value=0 0.00164081 0.000951622 0.00105699 0.000916861 0.00111082 0.000936865 0.00167927 0.00113172 0.00170203 0.00162722 0.000892216 0.00174303 0.00172218 0.00169712 0.00167646 0.00140822 0.000561253 0.00199429 0.00124984
internal_weight=0 1692 641 568 456 295 225 1634 172 1575 112 115 1382 1306 1196 1128 193 161 110 107
internal_count=2333 1692 641 568 456 295 225 1634 172 1575 112 115 1382 1306 1196 1128 193 161 110 107
is_linear=0
shrinkage=0.0032998


Tree=3811
num_leaves=20
num_cat=0
split_feature=1 2 2 150 13 39 13 14 2 4 2 457 13 51 4 159 1 42 13
split_gain=25.4306 6.63049 3.61334 4.8454 2.71352 1.92665 1.61245 1.47416 1.20814 1.17013 1.13021 0.861873 0.637887 0.545248 0.771343 0.631757 0.478004 0.396902 0.146737
threshold=0.10141500000000002 0.13880500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.087529999999999983 0.0041750000000000008 -0.088114999999999985 0.062655000000000016 -0.13811499999999996 -0.013324999999999998 0.099325000000000011 0.083995000000000014 0.0015850000000000003 0.11144500000000002 -0.26545999999999997 0.088255000000000014 0.11230000000000001 0.093565000000000023 -0.065824999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 8 4 -4 7 -3 10 -2 -6 11 13 17 14 -1 -16 -11 18 -12
right_child=1 6 3 -5 9 -7 -8 -9 -10 16 12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0023756257781304183 0.0011289466446435712 -2.619183210237002e-05 0.0009704169155796364 0.00076421023162921568 0.0020909949020346467 0.0014366488764890563 0.00075276091257598938 0.0024115850492413874 0.00044383691915224642 0.0018595973839521862 0.0018074127654543314 0.0015989411792378702 0.0014470285925484267 0.0016403901301488475 0.0019878628329524106 0.0016920812870058546 0.001451739557918465 0.0016318308212831948 0.0020459661010801948
leaf_weight=53 53 52 52 88 94 93 65 66 60 52 59 74 73 54 1028 87 83 84 63
leaf_count=53 53 52 52 88 94 93 65 66 60 52 59 74 73 54 1028 87 83 84 63
internal_value=0 0.00111136 0.00128244 0.00144065 0.00165236 0.00190018 0.000406259 0.00192643 0.000765483 0.00180706 0.00190607 0.00194729 0.0017145 0.00196835 0.00198349 0.00196482 0.0016091 0.00180911 0.00193089
internal_weight=0 599 482 369 281 1734 117 1641 113 229 1575 1296 279 1222 1168 1115 135 206 122
internal_count=2333 599 482 369 281 1734 117 1641 113 229 1575 1296 279 1222 1168 1115 135 206 122
is_linear=0
shrinkage=0.0032998


Tree=3812
num_leaves=16
num_cat=0
split_feature=48 0 160 160 159 131 2 52 4 150 0 16 48 3 15
split_gain=0.959954 1.10387 1.05373 0.599923 0.968318 0.612383 0.883144 0.556129 0.473407 0.545652 1.03618 0.470103 0.366019 0.362349 0.130919
threshold=0.093265000000000015 -0.061994999999999995 -0.54119499999999987 -0.24195999999999998 -0.018164999999999997 0.095205000000000026 0.15109000000000003 0.084880000000000025 0.51136500000000018 0.088985000000000009 -0.085764999999999994 -0.074474999999999986 0.085890000000000008 -0.024114999999999994 -0.10364499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 4 -4 6 8 11 9 12 -11 -7 -5 14 -2
right_child=1 -3 3 5 -6 7 -8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.036969411099929766 0.020514372653977268 -0.017909378271386417 0.015422447944703609 0.014307877247732401 -0.013888224717052811 0.042501137167877581 -0.0076554157140387184 0.012055939611246302 0.029695205938560777 -0.010480262181644611 0.018266903828000742 0.02050303652988571 0.024988242236597187 0.001732874005639813 0.0092952894947997931
leaf_weight=59 67 52 76 1346 55 56 52 66 57 70 72 55 98 98 54
leaf_count=59 67 52 76 1346 55 56 52 66 57 70 72 55 98 98 54
internal_value=0 0.00412081 0.0147843 0.0141299 0.00310273 0.0149006 0.0139146 0.0243334 0.0145983 0.0140546 0.00408311 0.0316174 0.015034 0.00935992 0.0155224
internal_weight=0 271 2062 2003 131 1872 1695 177 1643 1586 142 111 1444 219 121
internal_count=2333 271 2062 2003 131 1872 1695 177 1643 1586 142 111 1444 219 121
is_linear=0
shrinkage=0.16829


Tree=3813
num_leaves=22
num_cat=0
split_feature=1 1 2 14 16 16 49 3 1 2 133 2 3 2 3 13 16 16 13 456 151
split_gain=22.1975 5.53418 3.0365 2.60467 2.49708 2.26206 1.09715 1.07811 1.01189 0.763613 0.714085 1.20537 0.952987 0.562365 0.423212 0.495496 0.276121 0.229588 0.314014 0.152784 0.0829701
threshold=0.11846000000000002 0.098370000000000027 0.14823500000000003 0.062655000000000016 0.12292000000000002 0.048520000000000001 -0.008964999999999999 -0.116045 0.085720000000000005 0.092365000000000017 0.087005000000000013 0.092235000000000025 0.0025650000000000004 -1.0000000180025095e-35 -0.082254999999999981 0.0032950000000000006 -0.12029499999999999 0.31615500000000002 -1.0000000180025095e-35 0.083075000000000024 -0.0038099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 10 13 8 -8 19 14 11 -3 -13 -2 15 -9 -16 18 -11 20 -1
right_child=2 4 -4 -5 -6 -7 7 9 -10 17 -12 12 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0018691635681546788 0.00044992620677003899 0.0015977571624683324 0.00015250579729839703 0.002421602354132532 0.001804867621055328 0.0014910161687203556 0.0014220485692994765 0.0019859546757237333 0.0012159884082129735 0.0015978055567519829 0.00083740952454062914 0.00078899228145717568 0.0013273940473519838 0.0008783912957621027 0.0015777331729719575 0.0016986498185817653 0.0018292428575817754 0.0018590213605093912 0.0018247649565474157 0.001545891226866405 0.0016721622734397399
leaf_weight=52 58 78 78 68 95 55 80 413 70 241 53 65 81 80 58 80 339 85 96 54 54
leaf_count=52 58 78 78 68 95 55 80 413 70 241 53 65 81 80 58 80 339 85 96 54 54
internal_value=0 0.00170726 0.000702487 0.00178753 0.00134251 0.000924577 0.00176093 0.00179597 0.00154868 0.00181874 0.00118382 0.00126562 0.00108794 0.000698567 0.00187395 0.0019394 0.00179259 0.00170222 0.00166256 0.00169401 0.00176914
internal_weight=0 2062 271 1690 372 193 1622 1392 230 1312 277 224 146 138 890 493 397 422 337 160 106
internal_count=2333 2062 271 1690 372 193 1622 1392 230 1312 277 224 146 138 890 493 397 422 337 160 106
is_linear=0
shrinkage=0.0032998


Tree=3814
num_leaves=12
num_cat=0
split_feature=48 49 0 10 13 1456 159 49 484 484 0
split_gain=0.706826 0.95741 0.785172 0.727198 0.523642 0.452801 0.47774 0.421065 0.405678 0.327657 0.312241
threshold=0.093265000000000015 -0.14750499999999997 -0.061994999999999995 -0.014199999999999999 0.25694000000000006 -0.15824499999999997 0.12744000000000003 0.059705000000000001 0.099320000000000006 0.088435000000000014 -0.10147999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -3 5 -5 8 10 9 -7 -2
right_child=2 3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.035996575804284378 -0.0061013109583521819 -0.0057009956277519792 -0.014297009748393928 0.028673151709956761 -0.0026120585072864659 0.013888925019936278 -0.0020062212430081178 0.019140164376941663 -0.00072339902892655007 0.026581473549825783 0.0097921114068206111
leaf_weight=52 58 58 52 57 56 1672 55 73 52 60 88
leaf_count=52 58 58 52 57 56 1672 55 73 52 60 88
internal_value=0 0.0134319 0.00427978 0.0128473 0.0133993 0.0138732 0.0134135 0.00869891 0.0138899 0.0143297 0.00346598
internal_weight=0 2062 271 2010 1952 1896 1839 219 1784 1732 146
internal_count=2333 2062 271 2010 1952 1896 1839 219 1784 1732 146
is_linear=0
shrinkage=0.16829


Tree=3815
num_leaves=22
num_cat=0
split_feature=1 52 1 14 1 3 15 3 0 3 0 1447 1456 49 3 15 3 156 15 43 15
split_gain=40.777 7.44002 4.75671 4.4341 2.5986 1.87403 1.7509 1.72817 1.42997 0.998655 0.799621 0.697428 0.619422 0.587857 0.497159 0.489222 0.467733 0.457078 0.390933 0.315917 0.248318
threshold=0.10141500000000002 -0.41304999999999997 0.13712000000000005 0.062655000000000016 0.089790000000000023 -0.031844999999999991 0.089545000000000013 -0.08292999999999999 0.11026000000000001 -0.076614999999999975 -0.098179999999999976 -0.085709999999999995 -0.085209999999999994 -0.05529499999999999 0.30835000000000007 -0.10364499999999999 -0.11327499999999999 0.083125000000000018 0.041820000000000003 -0.040789999999999993 -0.099329999999999988
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 5 4 8 7 10 -3 9 11 -6 -1 -13 -7 -4 -15 -14 18 20 -8 -11
right_child=1 2 14 -5 6 13 19 -9 -10 17 -12 12 16 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0022149840467246954 0.0017689089365359703 0.00076984478492468991 0.00026706961383629412 0.0026025042068716238 0.00088864263470807953 0.00091027402976111792 0.0015601925615486652 0.0014682849607363852 0.0012817386022676732 0.001715966272668812 0.001400999719875295 0.0021919311023339202 0.0015407694626751128 0.00069302417765191909 -0.0001525306319932584 0.0003304670675229147 0.0018613160027706847 0.0019606877563972955 0.0017876931268578521 0.0018996994960598359 0.0014415618272991004
leaf_weight=67 74 79 75 71 53 65 56 76 53 54 91 60 54 96 52 71 866 53 101 69 121
leaf_count=67 74 79 75 71 53 65 56 76 53 54 91 60 54 96 52 71 866 53 101 69 121
internal_value=0 0.000790379 0.000649432 0.00179355 0.00175971 0.000831291 0.0014615 0.00111253 0.00181582 0.00183636 0.00121267 0.00188646 0.00186397 0.00064324 9.49874e-05 0.000539094 0.00184254 0.00167681 0.00162217 0.00174788 0.00152644
internal_weight=0 588 514 1769 1698 387 269 155 1429 1376 144 1047 980 232 127 167 920 329 276 125 175
internal_count=2357 588 514 1769 1698 387 269 155 1429 1376 144 1047 980 232 127 167 920 329 276 125 175
is_linear=0
shrinkage=0.0032998


Tree=3816
num_leaves=20
num_cat=0
split_feature=1 0 475 1456 151 40 124 1 42 0 0 0 483 52 0 159 403 0 15
split_gain=1.72405 0.714689 0.699561 0.691207 0.387363 0.432514 0.467539 0.552326 0.376493 0.558678 0.440931 0.326765 0.224884 0.276085 0.552232 0.349913 0.311261 0.255162 0.204151
threshold=0.089710000000000026 0.12212000000000002 -0.085599999999999996 -0.15824499999999997 -0.086944999999999981 -0.084904999999999994 -0.084284999999999985 0.14566000000000004 0.090295000000000014 -0.069389999999999993 -0.071339999999999987 -0.14989499999999997 -0.021199999999999997 -0.011499999999999998 -0.086224999999999982 0.012830000000000003 -0.53317999999999988 -0.078084999999999988 0.041820000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 -6 -7 8 9 -8 -10 -5 -13 14 15 -14 -15 -16 -18
right_child=1 -3 3 11 5 6 7 -9 10 -11 -12 12 13 16 17 -17 18 -19 -20
leaf_value=0.030324199521884546 -0.0024178432340638384 -0.011984806262428748 0.032927150356029326 0.025037417084793099 -0.0053093371910631895 0.025379675375620147 0.0083524433374358702 0.025471194267541682 0.0064764923903565304 -0.0062776832035523868 0.022543911265569833 0.0048304234937942055 0.035455747616059977 3.4016305714414546e-05 0.0052989483484830666 0.017160641156921404 0.0098404273596482475 0.018020326330583716 0.015351398865148743
leaf_weight=89 95 56 58 74 55 53 249 52 117 105 83 80 67 53 78 54 300 106 533
leaf_count=89 95 56 58 74 55 53 249 52 117 105 83 80 67 53 78 54 300 106 533
internal_value=0 0.00638874 0.0158363 0.0149159 0.0076628 0.00900658 0.0102041 0.00887391 0.0073128 0.00400792 0.0131535 0.0141379 0.0135019 0.0140829 0.0184625 0.0273058 0.0125732 0.0126373 0.0133688
internal_weight=0 865 1492 1403 809 714 659 606 554 354 200 1345 1271 1191 305 121 886 184 833
internal_count=2357 865 1492 1403 809 714 659 606 554 354 200 1345 1271 1191 305 121 886 184 833
is_linear=0
shrinkage=0.16829


Tree=3817
num_leaves=25
num_cat=0
split_feature=4 2 376 12 11 2 3 2 4 3 3 3 12 131 39 4 12 1212 394 12 2 4 4 52
split_gain=21.0657 7.70292 3.11427 2.9305 2.64048 1.86181 1.01336 0.661463 0.65782 0.635285 1.4409 0.586213 0.60154 0.480861 0.480003 0.572881 0.452386 0.445556 0.433027 0.349035 0.333975 0.885422 0.440869 0.10668
threshold=0.30163500000000004 0.10124000000000001 0.080200000000000007 0.087245000000000003 1.0000000180025095e-35 0.12611000000000003 -0.081224999999999978 0.13752500000000004 0.032965000000000001 0.14363500000000004 0.0045450000000000013 -0.085104999999999986 0.085005000000000011 0.087205000000000019 0.087880000000000014 0.45363500000000007 0.094185000000000005 0.090840000000000018 -0.081984999999999988 0.089045000000000013 0.087675000000000017 -0.078664999999999985 -0.0038549999999999995 -0.54502499999999987
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 2 4 9 6 8 11 14 23 10 -3 17 -13 20 15 -2 -15 18 -1 -14 21 -8 -22 -5
right_child=7 3 -4 5 -6 -7 13 -9 -10 -11 -12 12 19 16 -16 -17 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=0.0015439624129946158 0.00070137362023235455 0.00084829387302853138 0.0010061011412477927 0.0016648767792546548 0.002398651030449749 0.00097810576870896297 0.001449955067208534 0.00042910009690333347 0.0013888281843361658 0.00069127860083328756 0.0015489718276711214 0.0022559886628879798 0.0017998354093435958 0.0013175550201634148 0.00052784712095204245 0.001139620262733812 0.0017257039675919739 0.0015307767824767897 0.0018673960840495975 0.0020566881473887302 0.0017626752076871765 0.0019375254359909986 0.0014983603087757071 0.0018599255206639437
leaf_weight=52 71 84 53 52 82 53 53 75 64 54 52 68 150 67 52 61 55 62 423 99 179 183 116 97
leaf_count=52 71 84 53 52 82 53 53 75 64 54 52 68 150 67 52 61 55 62 423 99 179 183 116 97
internal_value=0 0.00168903 0.00179446 0.00130933 0.00182073 0.00153315 0.00178926 0.000691315 0.00167109 0.000995804 0.00111646 0.00186449 0.00197812 0.00169083 0.000798005 0.000904164 0.00150185 0.00179734 0.00183206 0.0019021 0.00173418 0.00182818 0.00165886 0.00179209
internal_weight=0 2098 1642 456 1589 266 1507 259 213 190 136 854 317 653 184 132 122 537 475 249 531 236 295 149
internal_count=2357 2098 1642 456 1589 266 1507 259 213 190 136 854 317 653 184 132 122 537 475 249 531 236 295 149
is_linear=0
shrinkage=0.0032998


Tree=3818
num_leaves=22
num_cat=0
split_feature=1 148 457 151 160 9 2 3 11 1456 1 2 151 49 43 3 1 160 43 50 3
split_gain=1.31552 0.962244 0.732808 0.679472 0.602782 0.593399 0.548475 0.44454 1.42011 0.425499 0.453493 0.3854 0.3438 0.29542 0.293376 0.408505 0.375535 0.236961 0.567606 0.27906 0.278336
threshold=0.086050000000000015 -0.079549999999999996 -0.025284999999999998 -0.081779999999999978 0.091625000000000026 -1.0000000180025095e-35 0.089885000000000007 -0.017449999999999997 1.0000000180025095e-35 -0.15824499999999997 0.082615000000000008 0.14271500000000001 -0.088279999999999983 -0.07020499999999999 -0.040789999999999993 -0.082594999999999988 0.093100000000000002 -0.089199999999999988 -0.081729999999999983 0.020130000000000006 -0.050489999999999993
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 -3 12 5 -4 14 8 -8 -5 13 -9 -1 -11 16 -16 -7 18 -15 20 -19
right_child=1 2 4 9 -6 6 7 11 -10 10 -12 -13 -14 17 15 -17 -18 19 -20 -21 -22
leaf_value=0.019630114633339652 -0.01507162031708241 -0.0090742070394890413 -0.0081183022491397687 0.028097558712109245 0.025894410182315176 -0.00016004929790954412 -0.022740127111209912 0.014128682083597986 0.011001153017925456 0 0.028011229148947589 -0.0018203483365737444 0.036550831812859369 0.031962848966587402 0.030883120253951478 0.013631784894426532 0.014690419405473984 0.011378725788841261 0.011030910781275599 0.00028122762534623351 0.021913111366120633
leaf_weight=101 54 66 59 54 58 77 59 149 88 55 53 60 52 58 53 149 128 746 101 58 79
leaf_count=101 54 66 59 54 58 77 59 149 88 55 53 60 52 58 53 149 128 746 101 58 79
internal_value=0 0.00676671 0.0080152 0.0148156 0.00929894 0.00812579 0.00938424 0.00455222 -0.00252904 0.01347 0.0127816 0.00954142 0.0253927 0.0120441 0.0136064 0.018167 0.00910367 0.0126786 0.0186778 0.0115963 0.0123897
internal_weight=0 1000 946 1357 880 822 763 356 147 1204 1150 209 153 1097 407 202 205 1042 159 883 825
internal_count=2357 1000 946 1357 880 822 763 356 147 1204 1150 209 153 1097 407 202 205 1042 159 883 825
is_linear=0
shrinkage=0.16829


Tree=3819
num_leaves=23
num_cat=0
split_feature=1 3 10 4 4 3 3 4 12 158 4 475 49 3 156 475 12 4 4 3 3 12
split_gain=32.3749 5.90996 3.35206 2.36982 2.06981 1.72992 1.17786 1.74572 0.997072 0.84604 0.903616 0.984842 0.628054 0.656647 0.690649 0.58388 0.576535 0.458739 0.441172 0.510891 0.268206 0.245513
threshold=0.10141500000000002 -0.055839999999999994 -0.0091199999999999979 0.22738500000000003 0.24099500000000004 -0.081224999999999978 0.085315000000000016 0.024315000000000003 -0.081314999999999985 0.07968500000000002 -0.15618499999999999 -0.085719999999999977 0.11530000000000001 0.094285000000000008 0.083125000000000018 -0.081774999999999973 0.085280000000000009 -0.039459999999999995 -0.07928499999999998 -0.0053599999999999993 0.13772500000000001 0.086275000000000004
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 4 -3 5 17 9 8 -8 -4 10 -1 -12 13 14 18 -13 -17 -2 -7 -20 -9 -11
right_child=1 2 6 -5 -6 12 7 20 -10 21 11 15 -14 -15 -16 16 -18 -19 19 -21 -22 -23
leaf_value=0.0018314416377381659 0.0021714628951701037 0.00036254155933875069 0.0011835116217487143 0.0015286750140266142 0.0012942383686719188 0.0018127825971190833 0.0018454138035136859 0.0012994627522863208 0.00060147129252264208 0.0027003421389186458 0.0026783549337258804 0.0019517958712333594 0.0017450564871803853 0.0017794365911734827 0.0024483766434705398 0.0024457687034356414 0.0022162752959522932 0.0017782508952243336 0.002089531442112008 0.0024399816650494473 0.000983668197855412 0.0023919727815326099
leaf_weight=54 64 68 76 61 80 56 54 56 56 60 62 70 60 64 69 162 498 69 441 52 65 60
leaf_count=54 64 68 76 61 80 56 54 56 56 60 62 70 60 64 69 162 498 69 441 52 65 60
internal_value=0 0.00127574 0.00102618 0.00216967 0.00171494 0.00219254 0.00117306 0.00135104 0.000936852 0.00228494 0.0022478 0.00227615 0.00207221 0.00210094 0.00213418 0.00224194 0.00227266 0.00196773 0.00209462 0.00212657 0.00113011 0.00254645
internal_weight=0 588 375 1769 213 1708 307 175 132 966 846 792 742 682 618 730 660 133 549 493 121 120
internal_count=2357 588 375 1769 213 1708 307 175 132 966 846 792 742 682 618 730 660 133 549 493 121 120
is_linear=0
shrinkage=0.0032998


Tree=3820
num_leaves=25
num_cat=0
split_feature=1 1 12 2 15 11 42 12 39 3 52 2 50 15 52 12 12 2 42 3 15 43 13 13
split_gain=56.5661 11.5476 4.47989 3.75481 2.86406 2.18658 1.53149 2.18391 1.35947 1.16516 1.05863 0.906041 1.16191 0.703989 0.674317 0.662136 0.658708 0.631933 0.44014 0.653024 0.61988 0.881107 0.375124 0.160688
threshold=0.10574000000000001 0.12719000000000003 0.087545000000000026 0.099675000000000014 -0.26826999999999995 1.0000000180025095e-35 -0.069844999999999977 0.087245000000000003 0.085095000000000018 0.0025650000000000004 -0.068499999999999991 0.088555000000000009 0.10803500000000001 -0.46319999999999995 -0.0082999999999999984 0.083715000000000026 0.095175000000000023 0.084175000000000014 0.087260000000000018 -0.080604999999999996 0.088060000000000013 -0.085224999999999981 -0.059914999999999989 -0.080624999999999988
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 9 5 13 8 -5 -8 11 -2 -4 12 14 -3 17 -16 -9 -1 20 -20 21 -13 -18 -21
right_child=1 4 10 6 -6 -7 7 16 -10 -11 -12 18 -14 -15 15 -17 22 -19 19 23 -22 -23 -24 -25
leaf_value=0.0017354960377602723 0.00050232759876258813 -2.4134888055291538e-05 0.0019378052202780949 0.0020666233257938481 0.00049841760777831663 0.0025168045049691013 0.0011195194771630973 0.0020231999410141809 0.0014572393365138922 0.0010375441280749342 0.0013146867488741008 0.002039871685533887 0.0016577444299469863 -0.00055312545646266651 0.0025000098636996718 0.002117824156298311 0.001806369781491264 0.0020817508669306408 0.0022598166854664917 0.0019886720709841061 0.0020557224464714781 0.0015465912626348173 0.0014682155093522914 0.0017335815953883819
leaf_weight=96 91 57 53 73 97 86 96 58 54 87 69 56 74 53 56 504 62 150 67 52 69 139 90 65
leaf_count=96 91 57 53 73 97 86 96 58 54 87 69 56 74 53 56 504 62 150 67 52 69 139 90 65
internal_value=0 0.000684657 0.00109834 0.00192909 8.49503e-05 0.0020048 0.00163577 0.00153287 0.00197291 0.00076412 0.00158567 0.00199385 0.00205576 -0.000279332 0.00209226 0.00215611 0.00172167 0.00194677 0.00187217 0.00199767 0.00178456 0.00168843 0.00160638 0.00184726
internal_weight=0 507 300 1847 207 1468 379 306 1382 178 122 1328 880 110 806 560 210 246 448 184 264 195 152 117
internal_count=2354 507 300 1847 207 1468 379 306 1382 178 122 1328 880 110 806 560 210 246 448 184 264 195 152 117
is_linear=0
shrinkage=0.0032998


Tree=3821
num_leaves=22
num_cat=0
split_feature=1 2 3 16 16 1 16 16 3 40 2 16 3 3 13 16 16 47 16 13 16
split_gain=21.0371 3.8909 2.81962 1.65433 1.60672 1.3406 2.48436 1.38376 1.26975 1.10372 1.09384 1.32631 0.980919 0.921629 0.846398 0.781683 0.621446 0.454199 0.378466 0.370831 0.32264
threshold=0.11831500000000002 0.11366500000000002 0.31400500000000003 -0.38959499999999997 0.31615500000000002 0.09518500000000002 0.26435500000000006 -0.090639999999999984 -0.15500999999999998 -0.0089699999999999988 0.087610000000000007 0.0060650000000000009 -0.029309999999999996 -0.073629999999999987 -0.081849999999999992 0.0023100000000000004 -0.0062149999999999992 0.077555000000000013 -0.038799999999999994 -0.088589999999999988 -0.073494999999999991
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 -2 14 8 7 -7 -1 -5 11 16 13 19 -3 -9 17 -10 -14 -12 -15
right_child=2 4 -4 9 -6 6 -8 15 10 -11 12 -13 18 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0021860176069863663 0.00049206745962924493 0.0006664135672307625 5.8068502956728491e-05 0.00071092964489666418 0.0016131271178252186 0.0016459094608488672 0.0019459034771247498 0.0009373232169533908 0.001750568283794024 0.0013420020220725774 0.0013720759818073615 0.001322701634654161 0.0016678770632139019 0.0014539150300920348 0.0011860173991055589 0.0014305551609392541 0.0021218437372082849 0.0020480143787063314 0.0020566330913472535 0.001634396294173297 0.0010914558233933761
leaf_weight=57 90 53 67 52 69 79 86 102 549 73 70 66 53 52 98 54 66 64 60 436 58
leaf_count=57 90 53 67 52 69 79 86 102 549 73 70 66 53 52 98 54 66 64 60 436 58
internal_value=0 0.00161057 0.000649705 0.000833912 0.00119512 0.00165991 0.00146522 0.00128917 0.0017007 0.00107976 0.00168191 0.00177125 0.00159056 0.0015384 0.00100387 0.00110828 0.0018148 0.00178168 0.00187461 0.00159818 0.00126312
internal_weight=0 2072 282 215 220 1852 321 235 1531 125 1474 745 729 616 151 156 679 613 113 506 110
internal_count=2354 2072 282 215 220 1852 321 235 1531 125 1474 745 729 616 151 156 679 613 113 506 110
is_linear=0
shrinkage=0.0032998


Tree=3822
num_leaves=21
num_cat=0
split_feature=4 1 52 1 15 3 3 3 47 13 47 151 4 3 13 13 475 4 1429 1455
split_gain=23.6238 5.07509 4.69142 3.79943 1.60227 1.36908 1.04845 0.926967 0.836543 0.714488 0.595519 1.07314 0.556067 0.60901 0.79156 0.740226 0.492811 0.355466 0.323802 0.42553
threshold=0.30163500000000004 0.10141500000000002 -0.42890999999999996 0.11400500000000001 -0.41880499999999993 -0.076554999999999998 -0.048154999999999996 -0.15680499999999997 0.077555000000000013 0.06301000000000001 0.078345000000000012 -0.059889999999999992 0.098655000000000007 0.094285000000000008 -1.0000000180025095e-35 -0.059914999999999989 -0.085774999999999976 0.55608500000000005 0.083985000000000018 -0.066404999999999978
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 5 -3 -2 17 7 -4 -1 12 16 11 -8 13 14 15 -7 -9 -5 19 -18
right_child=3 2 6 4 -6 8 10 9 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=0.0020236309067658393 0.0010514944944021876 0.0018967409184143483 0.0012417004577330176 0.00057575421789140971 -0.00027475633935577186 0.0015041465580465509 0.0009420674783624087 0.0013563210166279162 0.0017876124960966998 0.0013578253895066598 0.0010539421923675351 0.00030261339977819999 0.0010707580704214913 0.0011322859593907372 0.0017365802535309473 0.0010847595143437859 0.0013718192196479518 0.00022252758058183191 0.001892120937648399 0.0016671018379604021
leaf_weight=67 82 71 86 63 55 156 64 61 66 103 64 52 54 63 99 66 58 62 66 896
leaf_count=67 82 71 86 63 55 156 64 61 66 103 64 52 54 63 99 66 58 62 66 896
internal_value=0 0.00151393 0.00114266 0.000462654 0.000194209 0.0015852 0.00094125 0.0016439 0.00143944 0.00162238 0.000797505 0.000655719 0.00138689 0.00143126 0.00148982 0.00137962 0.00164756 0.000400836 0.00166494 0.00164919
internal_weight=0 2092 337 262 180 1755 266 1251 504 1184 180 116 438 384 321 222 1081 125 1020 954
internal_count=2354 2092 337 262 180 1755 266 1251 504 1184 180 116 438 384 321 222 1081 125 1020 954
is_linear=0
shrinkage=0.0032998


Tree=3823
num_leaves=16
num_cat=0
split_feature=9 15 160 10 0 3 2 13 484 42 3 42 42 2 12
split_gain=1.03691 0.66038 0.795819 0.623246 0.524707 0.404644 0.634269 0.422339 0.401234 0.584436 0.513572 0.396554 0.398949 0.304926 0.255767
threshold=0.09055500000000001 -0.26424499999999995 -0.077944999999999987 -0.010699999999999999 -0.087404999999999997 -0.15680499999999997 0.10188000000000001 0.034905000000000012 0.08733500000000001 -0.079234999999999986 -0.10237999999999998 -0.042074999999999994 -0.093129999999999977 0.091250000000000012 0.089705000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 -5 8 9 14 -11 12 -9 -10 -7
right_child=-2 3 4 5 -6 7 -8 11 13 10 -12 -13 -14 -15 -16
leaf_value=0.020422001662565477 -0.010091703026934724 0.032365603782504249 0.0077491270166259356 0.037320653594466978 -0.0153345841656925 0.016899684574613889 0.01307749502114877 0.010073839397420507 0.016586704711380355 -0.0039605483317420136 0.012764059173068077 0.018287406830648847 -0.0075227625617515998 0.032175993503747752 0.028172044478315787
leaf_weight=53 53 54 52 53 60 160 73 75 94 54 1299 55 71 58 90
leaf_count=53 53 54 52 53 60 160 73 75 94 54 1299 55 71 58 90
internal_value=0 0.0136978 0.00342573 0.0144905 -0.00460111 0.014026 0.0232893 0.0134283 0.014266 0.0134796 0.0120952 0.00610562 0.00150428 0.0225471 0.0209649
internal_weight=0 2301 165 2136 112 2082 126 1956 1755 1603 1353 201 146 152 250
internal_count=2354 2301 165 2136 112 2082 126 1956 1755 1603 1353 201 146 152 250
is_linear=0
shrinkage=0.16829


Tree=3824
num_leaves=14
num_cat=0
split_feature=2 15 3 14 457 13 2 16 123 15 3 3 2
split_gain=11.513 5.36696 2.6491 2.8014 1.75258 1.51216 1.49938 1.11193 0.945126 0.698006 0.695962 1.14447 0.12338
threshold=0.13574000000000003 -0.25061999999999995 0.10812000000000001 0.076175000000000007 0.079590000000000008 -0.0068799999999999998 0.16730000000000003 -0.013125 0.081990000000000021 -0.080419999999999978 -0.0020049999999999994 -0.076554999999999998 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 8 -1 9 -6 10 -2 11 -3 -4
right_child=6 2 12 -5 7 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.00041300217258232011 0.00044793196939320459 0.0014913575139718636 0.0010239505889662625 0.0020800816789883162 0.00070828609856193924 0.0011403587275712194 3.6228139873247255e-05 0.0013072496033300547 0.0010363422421146673 0.00097350043307786651 0.0017321126054887764 0.001269713584969086 0.00079454919075258937
leaf_weight=74 58 1258 54 73 57 54 56 84 59 53 100 321 53
leaf_count=74 58 1258 54 73 57 54 56 84 59 53 100 321 53
internal_value=0 0.00137631 0.00141708 0.00144483 0.00142013 0.000720131 0.000477095 0.00106537 0.00144889 0.000699196 0.00146336 0.00144632 0.000910651
internal_weight=0 2187 2059 1952 1879 128 167 141 1738 111 1679 1579 107
internal_count=2354 2187 2059 1952 1879 128 167 141 1738 111 1679 1579 107
is_linear=0
shrinkage=0.0032998


Tree=3825
num_leaves=19
num_cat=0
split_feature=4 3 123 2 1 15 15 16 3 4 0 3 1446 475 4 1 2 1
split_gain=21.5276 4.75924 3.22302 1.77909 1.51559 1.72942 1.2941 1.28212 1.45963 1.16975 1.12746 0.886893 0.623044 0.660259 0.56081 0.426199 0.363944 0.245758
threshold=0.30163500000000004 0.25468500000000005 1.0000000180025095e-35 0.095935000000000006 0.11890000000000002 -0.41606999999999994 -0.10245999999999998 0.25761500000000009 -0.088654999999999998 -0.010549999999999999 -0.14989499999999997 -0.012374999999999999 0.088500000000000009 -0.085684999999999997 0.029980000000000003 0.10141500000000002 0.12901000000000004 0.088595000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -2 16 -5 8 -8 -10 -1 12 13 -12 17 -4 -6 -9
right_child=4 -3 15 6 5 -7 7 14 9 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0019456729137622452 0.00078190735792570457 0.00048747857366081586 0.0011740067557650179 0.0018565460747209522 0.00030357346459736141 -0.00023831668871265114 0.00066888637379687891 0.0014865890483011328 0.0014948319872295703 0.0010186368415091771 0.0018879849024219834 0.0012199733447644824 0.0019229430642995246 0.0015526434578415598 0.0012520169945095148 0.0007649798181059486 0.00069384790767195142 0.0017828754314055176
leaf_weight=93 95 52 53 53 53 52 52 59 127 102 69 76 59 1097 58 60 52 69
leaf_count=93 95 52 53 53 53 52 52 59 127 102 69 76 59 1097 58 60 52 69
internal_value=0 0.0014742 0.0014995 0.0015315 0.000452752 0.000253357 0.00136631 0.00131059 0.00116938 0.00128288 0.0015931 0.00156787 0.00158942 0.00157252 0.00152373 0.000957136 0.000497188 0.00164658
internal_weight=0 2079 2027 1914 252 157 520 467 281 229 1394 1301 1225 1166 186 113 105 128
internal_count=2331 2079 2027 1914 252 157 520 467 281 229 1394 1301 1225 1166 186 113 105 128
is_linear=0
shrinkage=0.0032998


Tree=3826
num_leaves=23
num_cat=0
split_feature=4 13 13 51 11 4 48 13 4 403 403 16 4 16 4 43 4 16 4 4 150 4
split_gain=1.53991 1.07494 0.939751 0.709679 0.649611 0.387163 0.574933 0.464926 0.358172 0.289028 0.274597 0.288568 0.471963 0.626974 0.40529 0.584777 0.235463 0.365315 0.217926 0.267657 0.214041 0.0848883
threshold=0.30163500000000004 -0.016999999999999998 -0.23438999999999996 0.07955000000000001 0.077290000000000011 -0.017574999999999997 0.082225000000000006 -0.065824999999999981 0.50609000000000004 -0.074254999999999988 -0.019354999999999994 0.0086100000000000013 -0.085994999999999988 -1.0000000180025095e-35 -0.47860499999999995 -0.00076499999999999995 -0.082509999999999986 -0.078654999999999989 -0.080429999999999988 -0.0015099999999999998 0.083295000000000022 -0.072529999999999983
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 -2 4 9 7 -7 -5 -3 16 -11 12 -12 -14 -13 -16 17 -1 -18 21 -8 -20
right_child=1 8 -4 5 -6 6 20 -9 -10 10 11 14 13 -15 15 -17 18 -19 19 -21 -22 -23
leaf_value=0.018568157574949413 0.0074929992799054228 0.003755199958066524 -0.020623464475337788 -0.0096664637944435354 0.030169885707425605 0.026262733225709489 0.013625742029202848 0.0088776458078876422 0.022754864793575056 0.0021422747880516699 0.0036289017579790189 0.02355292149652469 0.016288684193286371 0.034126693166806707 0.01233576508319241 -0.0046873176539688564 0.006337913206202756 0.035730009873185579 0.028766451378495251 0.0099588406428141943 -0.00057060457767577251 0.019203928927377715
leaf_weight=103 57 58 82 62 89 62 58 100 55 52 74 61 684 61 261 73 52 54 53 62 62 56
leaf_count=103 57 58 82 62 89 62 58 100 55 52 74 61 684 61 261 73 52 54 53 62 62 56
internal_value=0 0.000821796 -0.00908077 0.0147593 0.0161448 0.00776642 0.0130945 0.00176943 0.0130187 0.0153853 0.0141584 0.0146716 0.0164778 0.0177517 0.010922 0.00860977 0.0194684 0.0244824 0.0159303 0.0188367 0.00627599 0.0238701
internal_weight=0 252 139 2079 1735 344 182 162 113 1646 1266 1214 819 745 395 334 380 157 223 171 120 109
internal_count=2331 252 139 2079 1735 344 182 162 113 1646 1266 1214 819 745 395 334 380 157 223 171 120 109
is_linear=0
shrinkage=0.16829


Tree=3827
num_leaves=15
num_cat=0
split_feature=1 0 1374 16 2 2 15 2 130 16 123 1453 52 43
split_gain=0.994318 0.907213 0.600254 0.574287 0.483369 0.554497 0.568266 0.584475 0.51068 0.465645 0.445172 0.397713 0.387752 0.169594
threshold=0.11570500000000002 -0.23141499999999995 0.086000000000000007 -0.52180499999999985 0.12827000000000002 0.10045500000000002 0.046165000000000005 0.10457000000000001 0.10383500000000001 0.022165000000000004 0.085215000000000013 -0.044999999999999991 0.0033500000000000005 -0.064499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 -7 11 10 12 -5 -2 -11
right_child=9 2 -4 4 -6 6 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.034159893708211486 -0.01377207652960776 -0.0055864901046214681 0.029686839038483879 0.0010004552656640311 0.027261592547133267 -0.012849447423452332 0.019785107543701424 0.006009583684057321 -0.0027477169274484365 0.0040223475453986524 0.009766775848808194 0.014137467108257687 0.0040660797063287787 0.017207634893418491
leaf_weight=53 95 55 52 69 56 58 64 235 57 52 61 1310 54 60
leaf_count=53 95 55 52 69 56 58 64 235 57 52 61 1310 54 60
internal_value=0 0.0124165 0.0118264 0.0113377 0.0118421 0.0113595 0.00541521 0.00227026 0.012836 0.00233605 -0.00233054 0.0134814 -0.00729518 0.0111019
internal_weight=0 2009 1956 1904 1849 1793 357 293 1436 322 210 1379 149 112
internal_count=2331 2009 1956 1904 1849 1793 357 293 1436 322 210 1379 149 112
is_linear=0
shrinkage=0.16829


Tree=3828
num_leaves=16
num_cat=0
split_feature=4 3 123 15 4 11 2 0 4 3 151 0 4 15 2
split_gain=24.5234 8.69577 3.56519 1.87742 1.93237 1.5897 1.50055 1.26568 1.0213 0.771985 1.41162 0.729077 0.600418 1.33528 0.401444
threshold=0.30163500000000004 0.25468500000000005 1.0000000180025095e-35 -0.41606999999999994 0.51400500000000016 1.0000000180025095e-35 0.13733000000000004 -0.077914999999999984 -0.074219999999999994 -0.091869999999999993 -0.0088999999999999982 -0.081444999999999976 -0.47860499999999995 0.082725000000000007 0.091335000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 8 -7 12 14 -11 -4 -1 -14 -10
right_child=3 -3 11 -5 -6 7 -8 -9 9 10 -12 -13 13 -15 -16
leaf_value=0.0022432105274787719 0.0013031334383477773 0.00044149020090277543 0.001521733590617429 0.0003328738526942799 0.00055729565213419069 0.0025363463285698285 0.0012668851582230039 0.001899364552082068 0.0016950465862808864 0.0020545010412356414 0.001733965762538499 0.00098769395517165877 0.0014134151392253818 0.0019504152561629349 0.0012909520592618799
leaf_weight=63 73 52 53 100 79 62 53 77 58 189 747 60 56 557 52
leaf_count=63 73 52 53 100 79 62 53 77 58 189 747 60 56 557 52
internal_value=0 0.0017748 0.00180899 0.000684575 0.000915726 0.00184265 0.00181592 0.00218374 0.0018328 0.0017678 0.00179873 0.00123848 0.00193332 0.00190142 0.00150434
internal_weight=0 2079 2027 252 152 1914 1775 139 1722 1046 936 113 676 613 110
internal_count=2331 2079 2027 252 152 1914 1775 139 1722 1046 936 113 676 613 110
is_linear=0
shrinkage=0.0032998


Tree=3829
num_leaves=10
num_cat=0
split_feature=3 13 9 14 14 41 52 3 0
split_gain=1.44103 1.21714 0.714119 0.735849 0.521031 1.00971 0.459328 0.534395 0.540014
threshold=0.30112000000000005 -0.47860499999999995 -1.0000000180025095e-35 0.019675000000000002 -0.10708499999999999 0.082095000000000015 0.51339500000000016 0.12031000000000001 -0.13314999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 8 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0068187067253108538 0.0091954888992277269 -0.027199178008518784 0.024315667106163414 0.027232549953503639 0.0014977219429055276 -0.011254648213031505 -0.0016285186096891193 0.028302193568959858 0.012152089652022921
leaf_weight=60 52 52 82 84 147 58 75 54 1667
leaf_count=60 52 52 82 84 147 58 75 54 1667
internal_value=0 -0.00898457 0.0112731 0.0117749 0.0111506 0.0106102 0.0112639 0.0117824 0.0112897
internal_weight=0 104 2227 2167 2083 2001 1943 1868 1814
internal_count=2331 104 2227 2167 2083 2001 1943 1868 1814
is_linear=0
shrinkage=0.16829


Tree=3830
num_leaves=15
num_cat=0
split_feature=14 15 124 160 123 15 0 158 52 40 150 4 43 0
split_gain=1.07601 0.80161 0.940259 1.40939 0.639372 0.777536 0.57252 0.393516 0.453874 0.378787 0.257765 0.166374 0.163018 0.0533568
threshold=0.019675000000000002 -0.26826999999999995 -0.0037749999999999993 -0.014124999999999999 0.081990000000000021 -0.18708499999999997 -0.14012999999999998 0.089030000000000012 -0.53283999999999987 -1.0000000180025095e-35 0.084680000000000019 -0.00013999999999999996 -0.012014999999999998 -0.048199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 10 8 13 -10 -7 -6 -9 -8
right_child=-2 4 3 -5 11 6 7 12 9 -11 -12 -13 -14 -15
leaf_value=0.014514729468499373 0.026665172351648496 0.028683196176457287 0.0054798947849275387 -0.032125061772728766 0.0024013075583087426 -0.0080331588751717479 0.013799151443347949 0.013316882924858687 0.021462735577623657 0.0072125682934914637 0.0063528904020366114 -0.0096391657822790071 0.025077122838649112 0.020324739096576283
leaf_weight=54 86 56 59 54 72 80 66 88 55 1432 63 59 55 84
leaf_count=54 86 56 59 54 72 80 66 88 55 1432 63 59 55 84
internal_value=0 0.00747956 -0.00373683 -0.0124747 0.00836815 0.00912209 0.00855151 0.00937471 0.00863302 0.00774085 -0.00168269 -0.00300779 0.0178526 0.0174655
internal_weight=0 2277 167 113 2110 1979 1923 1780 1637 1487 143 131 143 150
internal_count=2363 2277 167 113 2110 1979 1923 1780 1637 1487 143 131 143 150
is_linear=0
shrinkage=0.16829


Tree=3831
num_leaves=17
num_cat=0
split_feature=3 97 4 12 1 2 13 2 13 156 1 1 1 160 12 3
split_gain=1.0367 0.588558 0.397654 0.70099 0.484282 0.696541 0.343635 0.427865 0.371748 0.316536 0.537917 0.383801 0.4322 0.36867 0.964965 0.229561
threshold=0.31534000000000006 -0.0047149999999999996 -0.082249999999999976 0.11512500000000002 0.097480000000000011 0.09772500000000002 -0.082594999999999988 0.088475000000000012 -0.011269999999999997 0.085790000000000019 0.12072500000000001 0.11050000000000001 0.095695000000000016 -0.085579999999999976 0.091625000000000012 -0.059629999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 5 6 -3 8 -8 10 11 12 -4 -11 -15 -5
right_child=-2 2 3 15 -6 -7 7 -9 -10 13 -12 -13 -14 14 -16 -17
leaf_value=-0.010260683160592471 -0.013215313172186943 0.023077775955786563 0.0061277913949906769 0.027669332329586047 0.022715042160259432 -0.0088265535740093652 -0.0041377052931295295 0.020807277249767643 0.010248596038481656 0.0018665136390470967 -0.0071020050980595299 0.015559440789423555 -0.0030502440552806044 0.026699554087833886 -0.0016665493302131192 0.011920515363798319
leaf_weight=52 71 65 991 53 95 52 69 76 192 74 101 102 170 94 53 53
leaf_count=52 71 65 991 53 95 52 69 76 192 74 101 102 170 94 53 53
internal_value=0 0.00742413 0.00783547 0.00655545 0.0117748 0.00948162 0.0118543 0.00968422 0.00643844 0.00566777 0.00470826 0.00565413 0.00478235 0.0115817 0.0164601 0.0198119
internal_weight=0 2292 2240 1691 549 454 402 337 261 1585 1364 1263 1161 221 147 106
internal_count=2363 2292 2240 1691 549 454 402 337 261 1585 1364 1263 1161 221 147 106
is_linear=0
shrinkage=0.16829


Tree=3832
num_leaves=16
num_cat=0
split_feature=2 14 12 1 132 1 16 457 52 1186 13 52 1453 133 475
split_gain=0.72919 0.640456 0.527502 0.527357 0.655353 0.769316 0.66302 0.562127 0.452485 0.448323 0.286254 0.394762 0.346487 0.297646 0.289526
threshold=0.17000000000000001 0.019675000000000002 0.11999500000000002 0.073870000000000005 0.084605000000000014 0.085345000000000018 0.058765000000000005 0.083570000000000019 -0.12647999999999995 1.0000000180025095e-35 -0.088854999999999976 0.092815000000000009 -0.0017099999999999999 -0.093189999999999981 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -5 7 -7 -8 10 11 13 -12 -1 -14
right_child=-2 -3 -4 4 -6 6 8 -9 -10 -11 12 -13 14 -15 -16
leaf_value=0.0092439676165178165 -0.013481867925339437 0.020459924165738351 0.01995214012694185 -0.015058236604104613 -0.012384530396657658 0.0041008692778517512 0.0073992508958195891 -0.010672829386217882 0.024168075496691619 0.022347550920189529 0.017315534565316232 0.001129116566460704 0.016702785485762445 0.026514683007714986 0.0039732925526430362
leaf_weight=52 55 85 70 59 80 552 132 84 70 55 67 53 54 63 832
leaf_count=52 55 85 70 59 80 552 132 84 70 55 67 53 54 63 832
internal_value=0 0.00611546 0.00556617 0.00509761 0.00220536 0.00350858 0.00481793 0.0021468 0.0132191 0.00749891 0.00676879 0.0131818 0.00563637 0.0187209 0.00475116
internal_weight=0 2308 2223 2153 977 897 838 636 202 1176 1121 168 953 115 886
internal_count=2363 2308 2223 2153 977 897 838 636 202 1176 1121 168 953 115 886
is_linear=0
shrinkage=0.16829


Tree=3833
num_leaves=22
num_cat=0
split_feature=3 3 43 150 16 13 3 0 0 52 3 16 43 0 43 0 1429 1456 1429 3 13
split_gain=43.4721 15.2698 9.09286 4.41909 3.64837 2.27975 2.26098 2.18567 2.17786 2.73379 2.70447 1.97153 1.73001 1.07027 0.982211 0.939977 0.823861 0.543781 0.600617 0.493452 0.403594
threshold=-0.050489999999999993 0.31534000000000006 -0.033174999999999989 0.094605000000000009 -0.41163499999999992 -0.11255999999999998 0.11745500000000002 -0.10803999999999998 -0.074544999999999986 -0.53454499999999994 -0.11128999999999999 -0.23071499999999998 -0.34140499999999996 -0.067094999999999988 0.0047850000000000011 -0.14766999999999997 0.084990000000000024 -0.062944999999999987 0.083420000000000008 -0.067094999999999988 -0.071839999999999987
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=4 2 11 6 7 -6 14 -1 12 -10 -11 -2 -7 -13 15 -4 17 -14 -19 20 -12
right_child=1 -3 3 -5 5 8 -8 -9 9 10 19 13 16 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0025966763407465369 0.00082434855907687684 0.00027005273864085492 0.0023922650665740113 0.0013961338385871417 0.0034466536307767377 0.003396888138168313 0.0018876709163219807 0.0017133737673924189 0.0030696953766769469 0.0018157060297259023 0.0023861976092913162 0.0018226220322560701 0.0025718103072194243 0.0012768744625785743 0.0021582719383480887 0.0028987691288480692 0.0023828773771801767 0.0028114531640723592 0.0031502981126444937 0.002263396415522422 0.0027124206074631307
leaf_weight=64 56 71 71 59 52 54 74 59 85 68 59 78 98 80 52 95 53 860 63 53 159
leaf_count=64 56 71 71 59 52 54 74 59 85 68 59 78 98 80 52 95 53 860 63 53 159
internal_value=0 0.00171298 0.00189424 0.00222127 0.0027223 0.00276438 0.00238787 0.00217326 0.0027415 0.00253904 0.00240588 0.0013577 0.00281757 0.00154652 0.0025575 0.00268234 0.00278841 0.00280943 0.00283462 0.00255384 0.00262429
internal_weight=0 636 565 351 1727 1604 292 123 1552 424 339 214 1128 158 218 166 1074 1021 923 271 218
internal_count=2363 636 565 351 1727 1604 292 123 1552 424 339 214 1128 158 218 166 1074 1021 923 271 218
is_linear=0
shrinkage=0.0032998


Tree=3834
num_leaves=17
num_cat=0
split_feature=4 3 39 14 3 457 4 14 48 48 42 160 160 42 48 49
split_gain=16.1758 3.90417 3.00563 1.81477 1.65381 1.26725 1.44114 1.18933 1.02432 0.958294 0.952999 0.730427 0.628725 0.588359 0.578944 0.298815
threshold=0.27161500000000005 0.20828500000000003 0.081875000000000017 0.019675000000000002 0.17646500000000004 0.080930000000000016 0.032965000000000001 -0.10708499999999999 0.092265000000000014 0.093265000000000015 0.08870500000000002 0.082870000000000013 -0.037174999999999993 0.084065000000000015 0.037750000000000006 0.091235000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 6 9 -2 -4 14 -9 -7 -8 -11 -1 -14
right_child=4 -3 8 -5 -6 11 12 10 -10 13 -12 -13 15 -15 -16 -17
leaf_value=0.0018202690135096682 0.0013932434125396326 0.00085044561598800433 0.0014968679663752214 0.0022987501235126892 0.00032689182691962858 0.0016645812098487814 0.0012481797417293562 0.0010264771771564462 0.00094328303954526957 0.0017346093976356263 0.00049426879671326423 0.0011204086851548003 0.0017573100649999351 0.0012613588603042917 0.0021029953316027902 0.0014816249242123672
leaf_weight=1255 56 56 103 69 53 57 62 101 57 66 58 52 101 52 86 79
leaf_count=1255 56 56 103 69 53 57 62 101 57 66 58 52 101 52 86 79
internal_value=0 0.00171124 0.00173486 0.00177188 0.000849979 0.00175178 0.00177396 0.000978762 0.00129987 0.00181321 0.00083256 0.0014053 0.00153717 0.00152636 0.00183843 0.00163651
internal_weight=0 2095 2039 1879 268 1810 1701 215 160 1459 159 109 242 118 1341 180
internal_count=2363 2095 2039 1879 268 1810 1701 215 160 1459 159 109 242 118 1341 180
is_linear=0
shrinkage=0.0032998


Tree=3835
num_leaves=17
num_cat=0
split_feature=3 13 13 14 16 16 4 16 39 3 16 130 42 12 12 2
split_gain=0.992087 0.595919 0.520016 0.430802 0.458544 1.12011 0.524852 0.751891 0.524844 0.472068 0.424919 0.351987 0.26714 0.199142 0.203502 0.103348
threshold=0.12031000000000001 0.26482500000000003 -0.13033499999999998 -0.10708499999999999 0.38845000000000002 0.21684500000000004 -0.068189999999999987 -0.0068949999999999992 0.087880000000000014 -0.097574999999999981 0.048520000000000001 -1.0000000180025095e-35 0.092160000000000006 0.099225000000000022 0.093765000000000015 0.11736500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 -1 5 6 7 9 11 -5 -9 -8 -10 14 -6 -2
right_child=2 -3 -4 4 13 -7 8 10 12 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.020933824598893081 0.0069769452932920122 0.027125532564795714 -0.017925839735890192 0.028730840370596127 0.018725197113796402 -0.010021911599790026 -0.0060890271402598076 -0.010950946928432476 -0.013778843814641784 0.01288046200876005 0.0080516888450730371 0.008149458049185097 0.0031001848278385015 0.024881122961618603 0.0063880735329521375 -0.0026888645499116271
leaf_weight=81 62 52 52 59 80 97 52 54 52 565 87 862 54 53 73 63
leaf_count=81 62 52 52 59 80 97 52 54 52 565 87 862 54 53 73 63
internal_value=0 0.00930523 -0.0037795 0.00887717 0.0084086 0.00758168 0.00853929 0.0118739 0.00603659 0.014382 0.000761342 0.00733743 -0.00516314 0.0159546 0.0128506 0.002091
internal_weight=0 2221 177 2169 2088 1882 1785 765 1020 624 141 914 106 206 153 125
internal_count=2398 2221 177 2169 2088 1882 1785 765 1020 624 141 914 106 206 153 125
is_linear=0
shrinkage=0.16829


Tree=3836
num_leaves=17
num_cat=0
split_feature=11 1446 16 13 0 0 16 48 2 16 48 150 49 52 156 2
split_gain=0.634198 0.582931 0.527288 0.501604 0.777761 0.500703 0.434039 1.39121 0.41224 0.251031 0.237667 0.309961 0.383048 0.269559 0.239815 0.075228
threshold=0.080705000000000013 0.091180000000000011 -0.0048099999999999992 -0.10477499999999999 -0.10803999999999998 -0.10075499999999998 -0.41863499999999992 0.083830000000000002 0.091895000000000018 -0.43370499999999995 -0.07095499999999999 0.084335000000000007 -0.0088649999999999996 0.095040000000000027 0.087400000000000019 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 9 6 15 8 -8 -1 -7 12 -12 -14 -13 -5
right_child=2 -3 -4 5 -6 10 7 -9 -10 -11 11 14 13 -15 -16 -17
leaf_value=0.00088213059806312708 0.029613052503572716 -0.006879177264270871 0.009210498016681716 0.014321881322585609 -0.011660839988039219 -0.001421497845191114 -0.0060574106512963442 0.012674939938246711 -0.027009375701449824 0.017148302629696518 -0.0025187515968139802 0.022205497246472933 0.010436552344828381 0.0048558046684435089 0.0082455983283305848 0.0052792374893245696
leaf_weight=55 61 92 88 54 101 62 55 84 52 53 85 87 1035 323 59 52
leaf_count=55 61 92 88 54 101 62 55 84 52 53 85 87 1035 323 59 52
internal_value=0 0.00623019 0.0175753 0.00679016 -0.0010372 0.00763087 0.00126246 -0.0035233 -0.0162565 0.00888124 0.00877541 0.0091744 0.00842423 0.0091105 0.0165765 0.00990282
internal_weight=0 2249 149 2157 209 1948 297 191 107 108 1651 1589 1443 1358 146 106
internal_count=2398 2249 149 2157 209 1948 297 191 107 108 1651 1589 1443 1358 146 106
is_linear=0
shrinkage=0.16829


Tree=3837
num_leaves=25
num_cat=0
split_feature=3 2 12 12 3 12 42 42 3 12 160 3 2 3 123 12 16 49 2 156 42 42 49 160
split_gain=23.4844 7.46741 4.55346 3.87964 1.96787 1.91947 1.91717 1.04952 1.0258 0.953671 0.937049 0.92473 0.856575 0.780027 0.744671 0.500598 0.477877 0.385066 0.496662 0.311312 0.301403 0.291382 0.272325 0.191368
threshold=-0.058704999999999993 0.11668500000000002 0.023990000000000004 -0.011819999999999999 0.11745500000000002 0.10184000000000001 -0.0043149999999999994 0.086895000000000014 -0.23303499999999996 0.087805000000000008 -0.071719999999999992 0.17646500000000004 0.08826500000000001 -0.13088999999999998 0.085740000000000011 0.086275000000000004 -0.055679999999999993 0.059705000000000001 0.11043500000000002 0.087045000000000011 0.085790000000000019 -0.044809999999999996 0.095135000000000011 -0.51927999999999985
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 -1 6 10 8 -2 -8 -4 12 -5 14 19 -11 -3 -14 -12 18 21 20 -10 -7 23 -15
right_child=1 11 5 4 -6 17 7 -9 9 13 16 -13 15 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00092953700322501859 0.0015567103656035485 0.00097514636508216988 0.002377467251831568 0.0021771679586901653 0.0011337331506490775 0.0015673885371572831 0.0006642594480988389 0.0012238114355756417 0.0020517206870981435 0.0014657716020021981 0.0014606683238086746 0.00032310691918289146 0.0015192472763711157 0.0017045661137313406 0.00047507180304627285 0.0019822737639688826 0.0018638506624136185 0.0018419502096411141 0.0017978621131116684 0.0018650244968169659 0.0022429320330739052 0.0012306795570286304 0.0017035119915323564 0.0019180815958468342
leaf_weight=55 60 85 57 57 60 62 103 57 273 55 64 73 52 53 53 52 67 62 54 64 143 54 91 592
leaf_count=55 60 85 57 57 60 62 103 57 273 55 64 73 52 53 53 52 67 62 54 64 143 54 91 592
internal_value=0 0.00113996 0.00186494 0.00137238 0.0016556 0.00189584 0.00105295 0.00086382 0.00194107 0.00192296 0.00182197 0.000624282 0.00202473 0.00184777 0.000783344 0.0017511 0.00166715 0.00161649 0.00153406 0.00208394 0.00211753 0.00141095 0.00187627 0.00190059
internal_weight=0 679 1719 468 248 1664 220 160 1432 1375 188 211 584 791 138 104 131 232 170 480 416 116 736 645
internal_count=2398 679 1719 468 248 1664 220 160 1432 1375 188 211 584 791 138 104 131 232 170 480 416 116 736 645
is_linear=0
shrinkage=0.0032998


Tree=3838
num_leaves=15
num_cat=0
split_feature=3 1446 11 13 3 49 3 1 15 16 3 41 16 15
split_gain=0.602243 0.474644 0.469122 0.469847 0.379164 0.602726 0.530088 0.599243 0.37817 0.490947 0.325746 0.288144 0.498612 0.251215
threshold=0.12031000000000001 0.091180000000000011 1.0000000180025095e-35 -0.10477499999999999 0.083605000000000013 -1.0000000180025095e-35 -0.010299999999999998 0.10171500000000001 -0.043644999999999996 -0.098324999999999982 -0.14619999999999997 0.078065000000000009 0.25155500000000003 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 10 -8 9 -2 -5 12 -4 -12
right_child=8 -3 11 4 5 -7 7 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.0075190320769937067 -0.0075132830042606074 -0.0043092120234740888 0.031906453134328279 -0.0047827892767181319 0.0055573588293985465 0.027926261851093277 0.0087709935255745018 -0.013178982540885559 -0.014468935097929363 0.013590056800280857 0.0096417900690876617 0.0067657677590249798 0.010586000601527449 0.0041691799311305601
leaf_weight=57 65 88 61 53 70 67 68 73 52 60 1266 60 64 294
leaf_count=57 65 88 61 53 70 67 68 73 52 60 1266 60 64 294
internal_value=0 0.00778952 0.00828952 0.00751869 0.00797292 0.01651 0.00730509 -0.00258044 -0.00240308 0.00260195 0.00817034 0.0163964 0.0210048 0.00861157
internal_weight=0 2221 2133 1948 1891 137 1754 141 177 125 1613 185 125 1560
internal_count=2398 2221 2133 1948 1891 137 1754 141 177 125 1613 185 125 1560
is_linear=0
shrinkage=0.16829


Tree=3839
num_leaves=21
num_cat=0
split_feature=1 3 12 1 14 123 16 3 3 10 14 1213 12 0 12 43 1 3 51 133
split_gain=17.0658 5.43784 2.1215 1.98343 1.75489 1.41779 0.880243 0.877106 0.772399 0.650138 0.752124 0.567383 0.640342 0.577864 0.653069 0.566663 0.374337 0.26308 0.241913 0.136997
threshold=0.10141500000000002 -0.055389999999999988 0.11769500000000001 0.11695500000000002 0.062655000000000016 1.0000000180025095e-35 -0.082559999999999981 -0.12077499999999998 0.0025650000000000004 -0.005834999999999999 -1.0000000180025095e-35 -0.071559999999999985 0.085005000000000011 -0.10120999999999998 0.087805000000000008 -1.0000000180025095e-35 0.085265000000000021 0.12991000000000003 -0.04652499999999999 -0.062749999999999986
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 6 4 8 5 7 -2 15 -3 -5 -11 12 -9 16 -15 -1 -13 -12 -8 -14
right_child=1 3 -4 9 -6 -7 18 11 -10 10 17 13 19 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0012302236735197178 0.0012319023261278888 0.0009214389192963552 0.0011093415472184815 0.00035509412471349639 0.0022926132905766962 0.001220644703490787 0.0015636062209768524 0.0022672636991803155 0.0013713754057990564 0.0011010134523027845 0.0004797524527854695 0.0017031781923129239 0.0019608319610900163 0.0018824152075165444 0.0017212317436181637 0.0017214627851735729 0.0013308779187051504 0.00079417727025808324 0.0018448088409504665 0.0017719449457771778
leaf_weight=52 67 81 54 52 69 53 75 52 87 54 62 72 77 469 686 52 52 56 65 111
leaf_count=52 67 81 54 52 69 53 75 52 87 54 62 72 77 469 686 52 52 56 65 111
internal_value=0 0.001112 0.00175524 0.000883318 0.00177521 0.00175389 0.00154488 0.00177128 0.00115465 0.00067966 0.00077758 0.00179146 0.00194016 0.00176353 0.00178671 0.00147618 0.00154734 0.00062927 0.00169442 0.0018495
internal_weight=0 599 1799 392 1745 1676 207 1623 168 224 172 1519 240 1279 1155 104 124 118 140 188
internal_count=2398 599 1799 392 1745 1676 207 1623 168 224 172 1519 240 1279 1155 104 124 118 140 188
is_linear=0
shrinkage=0.0032998


Tree=3840
num_leaves=22
num_cat=0
split_feature=124 3 43 4 52 158 4 151 151 3 131 151 131 3 4 3 43 3 16 3 39
split_gain=0.643929 0.702841 1.00568 0.830265 0.625701 0.801246 0.655299 0.420893 0.372712 0.337537 0.337415 0.344489 0.346415 0.394486 0.33628 0.334606 0.396298 0.388653 0.292051 0.267961 0.258428
threshold=-0.051674999999999992 -0.086524999999999977 0.053790000000000011 0.043850000000000007 0.11916 0.080695000000000003 -0.019569999999999997 -0.014594999999999999 -0.083034999999999984 -0.23303499999999996 0.091360000000000011 1.0000000180025095e-35 0.023795 0.099220000000000017 0.51136500000000018 -0.029309999999999996 -0.072174999999999975 0.11535000000000002 -0.095794999999999977 -0.116045 0.089130000000000015
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 4 10 5 6 9 -1 -8 -2 11 12 13 18 15 16 -5 -17 -3 -11 -9
right_child=1 3 -4 14 -6 -7 8 20 -10 19 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=-0.011820331183027466 0.017061615678718049 0.023032298201214007 0.021967087390175756 0.0086303372206843684 -0.01489252816042233 0.023505718269683364 -0.019279570136145053 0.012579145103654319 -0.0014289509387195236 -0.0077201557848855119 0.0034584896157361261 0.0014587197848609996 0.026257964600101404 0.024913641245001807 -0.0082860748053261487 0.019867436521393497 -0.0076892675089167027 0.002188765601951232 0.011697115080608471 0.0055017986118827576 -0.002678016851628062
leaf_weight=70 59 71 80 89 57 52 53 59 89 53 95 59 69 83 55 79 80 64 733 238 67
leaf_count=70 59 71 80 89 57 52 53 59 89 53 95 59 69 83 55 79 80 64 733 238 67
internal_value=0 0.00871633 0.0042392 0.0107794 0.00187642 0.00363677 0.00153315 -0.00135041 -0.00810416 0.00544827 0.0130743 0.0139726 0.014743 0.0138452 0.00383333 0.00597552 0.00089445 0.0119679 0.0127003 0.0030875 0.00445195
internal_weight=0 2158 681 1477 601 544 492 196 142 350 1110 1015 956 887 367 312 169 143 804 291 126
internal_count=2354 2158 681 1477 601 544 492 196 142 350 1110 1015 956 887 367 312 169 143 804 291 126
is_linear=0
shrinkage=0.16829


Tree=3841
num_leaves=11
num_cat=0
split_feature=10 124 49 10 49 1375 400 160 4 15
split_gain=0.843291 0.457671 0.427512 0.504626 0.409337 0.39155 0.379633 0.413114 0.328269 0.20355
threshold=0.058500000000000003 -0.086944999999999981 -0.15378499999999998 -0.092019999999999977 0.11530000000000001 0.08401500000000002 -1.0000000180025095e-35 -0.54512499999999997 0.043850000000000007 0.083455000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 9 -8 -6 -5
right_child=-2 2 3 4 8 -7 7 -9 -10 -11
leaf_value=-0.0061325157936549636 -0.013477814525305861 0.022293601763105124 -0.0090863744849851782 -0.0066643686228290621 0.0075772344449124172 -0.0037383189066886066 -0.0051770644406074796 0.0098949135009154844 -0.0082160338765311768 0.005270844857581349
leaf_weight=72 58 54 53 60 69 75 53 1655 81 124
leaf_count=72 58 54 53 60 69 75 53 1655 81 124
internal_value=0 0.00705911 0.00748699 0.0071177 0.00752422 0.00817054 0.00864356 0.00942617 -0.000939153 0.00136916
internal_weight=0 2296 2224 2170 2117 1967 1892 1708 150 184
internal_count=2354 2296 2224 2170 2117 1967 1892 1708 150 184
is_linear=0
shrinkage=0.16829


Tree=3842
num_leaves=24
num_cat=0
split_feature=30 49 52 49 13 484 0 15 4 402 402 15 49 16 13 42 49 483 13 15 49 43 43
split_gain=0.455666 0.381865 0.29845 0.542943 0.409223 0.521538 0.335208 0.430234 0.40304 0.32579 0.365288 0.517592 0.317446 0.636484 1.34112 0.93226 0.445294 0.42832 0.313907 0.322882 0.271362 0.256954 0.225712
threshold=0.085570000000000021 -0.15562499999999999 -0.016219999999999995 -0.081019999999999981 -0.085719999999999977 0.088605000000000003 -0.081614999999999979 -0.021954999999999999 -0.47860499999999995 0.085765000000000022 0.10491500000000002 0.087235000000000021 0.0040150000000000003 -0.075779999999999986 -0.00067499999999999993 -1.0000000180025095e-35 0.091325000000000003 0.092110000000000011 -0.0034149999999999996 0.086555000000000007 0.10581000000000002 -0.0082149999999999983 -0.081729999999999983
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=1 -1 3 -3 22 6 7 -6 -8 12 -11 -12 13 18 17 -16 -14 -15 19 -4 -18 -20 -5
right_child=-2 2 9 4 5 -7 8 -9 -10 10 11 -13 16 14 15 -17 20 -19 21 -21 -22 -23 -24
leaf_value=0.01984094369841603 -0.008434084960390921 -0.01038592622015669 0.0096088698007338047 0.0042108967368590048 0.015735073063415952 0.021017331184620278 0.011990108401320523 -0.0023095211580568711 -0.0022934974379523886 0.022115427962187434 -0.0048021986223626021 0.016671520039179169 -0.013445048100519616 0.0095209065932303806 0.012662244215866069 0.044440366438248363 0.011794313447527269 -0.0072496340250952016 0.0039475322924983677 0.00019999507489956242 -0.001399600265597236 -0.0090975937473548527 -0.0090029523074687864
leaf_weight=54 65 79 278 63 126 62 74 53 229 79 55 75 52 250 52 53 77 52 88 165 103 83 87
leaf_count=54 65 79 278 63 126 62 74 53 229 79 55 75 52 250 52 53 77 52 88 165 103 83 87
internal_value=0 0.00584416 0.00550518 0.00282677 0.00433339 0.00648042 0.0046068 0.0103822 0.00118898 0.0069201 0.0130783 0.00757267 0.00589148 0.00716842 0.0123312 0.0287197 0.000264085 0.00662731 0.00374323 0.00610849 0.00423448 -0.00237381 -0.00344116
internal_weight=0 2289 2235 773 694 544 482 179 303 1462 209 130 1253 1021 407 105 232 302 614 443 180 171 150
internal_count=2354 2289 2235 773 694 544 482 179 303 1462 209 130 1253 1021 407 105 232 302 614 443 180 171 150
is_linear=0
shrinkage=0.16829


Tree=3843
num_leaves=14
num_cat=0
split_feature=4 123 3 147 12 14 16 12 3 15 4 4 16
split_gain=15.8529 4.63523 2.98265 1.56401 1.37568 1.10131 3.05706 0.818451 0.718959 0.651597 0.711493 0.404549 0.27178
threshold=0.30163500000000004 1.0000000180025095e-35 0.149315 0.086575000000000013 0.11650500000000001 -0.42214499999999994 -0.44010499999999991 -0.08731499999999999 0.077930000000000013 -0.13309999999999997 0.0036400000000000004 0.55608500000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -2 11 -3 9 -1 -11 -7 -10
right_child=5 7 -4 -5 -6 6 -8 -9 12 10 -12 -13 -14
leaf_value=0.0018229346304915936 0.0010142725797648614 0.0011090068589814693 0.00082223672478489254 0.001038906193873678 0.0011289927921100968 0.00089881693862616397 -0.00016965287821405861 0.00057195590493059744 0.001664512171371896 0.0015804995545118832 0.0013927238536552294 0.00054364372109300195 0.0019604482153752082
leaf_weight=101 59 70 64 64 76 84 54 56 71 1253 271 61 70
leaf_count=101 59 70 64 64 76 84 54 56 71 1253 271 61 70
internal_value=0 0.00148484 0.0015241 0.00154765 0.00156531 0.000617748 0.000500008 0.000870597 0.00158407 0.0015643 0.00154713 0.000749642 0.00181168
internal_weight=0 2096 1970 1906 1842 258 199 126 1766 1625 1524 145 141
internal_count=2354 2096 1970 1906 1842 258 199 126 1766 1625 1524 145 141
is_linear=0
shrinkage=0.0032998


Tree=3844
num_leaves=29
num_cat=0
split_feature=1 52 1 52 12 3 0 48 15 52 1 52 12 159 0 52 3 12 12 13 1213 3 15 15 51 13 160 15
split_gain=28.8573 7.66085 4.34739 2.58371 1.96104 1.90321 1.40661 1.04244 1.02774 0.845575 0.935137 1.77424 0.849799 0.815778 0.6646 0.445919 0.578233 0.385311 0.339368 0.336048 0.314837 0.281872 0.268816 0.421981 0.246899 0.233879 0.17977 0.155452
threshold=0.10141500000000002 -0.40011499999999994 0.14741000000000001 0.12431000000000002 0.11650500000000001 -0.036004999999999988 -0.14712999999999996 -0.026004999999999997 -0.090909999999999977 -0.016894999999999997 0.080270000000000022 -0.101225 0.087745000000000004 0.084325000000000025 -0.079524999999999985 0.09086000000000001 -0.081814999999999985 0.099815000000000015 0.10733000000000002 -1.0000000180025095e-35 0.039620000000000009 -0.085684999999999997 -0.033689999999999991 0.084785000000000013 -0.018164999999999997 -0.07150999999999999 0.0039250000000000005 -0.10436999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 8 -7 -1 -3 10 14 -12 15 27 21 19 -17 22 -19 20 -11 -9 25 -24 -16 -14 -23 -8
right_child=1 2 -4 -5 -6 6 13 9 -10 12 11 -13 17 -15 24 16 -18 18 -20 -21 -22 26 23 -25 -26 -27 -28 -29
leaf_value=0.0016778651395015652 0.0021423975761413888 0.0011068978671733413 0.00020041864228735707 0.0017048256077654409 0.0014585889471024759 0.0012337754436026979 0.0010216586490962752 0.0023431234451285502 0.0017387045389191088 0.0021920434899390701 0.0021212447786589624 0.0014226975664209912 0.0020799164190919875 0.00042271497011003189 0.0020040015107186393 0.00182143156934042 0.0022848392389302392 0.0017033931366380395 0.0020626880548939505 0.0025251201035040288 0.0024648396274055502 0.0019498462536350215 0.002407342678571252 0.0020844804805410884 0.0016904990961243717 0.0017857220998087715 0.0022182871214891293 0.00076650774195660188
leaf_weight=76 80 62 59 77 62 84 52 76 52 263 75 85 68 66 64 61 59 63 56 56 59 61 52 365 52 57 56 56
leaf_count=76 80 62 59 77 62 84 52 76 52 263 75 85 68 66 64 61 59 63 56 56 59 61 52 365 52 57 56 56
internal_value=0 0.00119285 0.00104325 0.00115392 0.00203701 0.00103979 0.00088253 0.00205804 0.0013954 0.00207576 0.00195658 0.00175036 0.00212396 0.000712761 0.00206325 0.0022277 0.00204957 0.00204575 0.00187277 0.00228415 0.00224214 0.00218297 0.00208366 0.00212483 0.00186377 0.00194605 0.00207863 0.000889684
internal_weight=0 588 508 449 1766 372 258 1704 114 1628 469 160 1159 174 309 498 120 661 119 378 322 193 542 417 116 125 117 108
internal_count=2354 588 508 449 1766 372 258 1704 114 1628 469 160 1159 174 309 498 120 661 119 378 322 193 542 417 116 125 117 108
is_linear=0
shrinkage=0.0032998


Tree=3845
num_leaves=21
num_cat=0
split_feature=1 4 16 14 123 1 4 1 4 4 48 47 1447 1 16 1213 16 4 4 403
split_gain=37.5418 5.17726 5.82092 3.62072 3.14878 2.50265 2.00765 1.62849 0.906179 0.811652 0.790649 1.14174 0.885856 0.702305 0.851114 0.553558 0.742256 0.303166 0.214275 0.140854
threshold=0.10396500000000002 0.27287000000000006 0.50597000000000014 0.054835000000000009 0.081990000000000021 0.12541500000000003 0.043850000000000007 0.11400500000000001 0.51224500000000017 -0.021234999999999997 0.091545000000000015 0.085505000000000012 -0.082869999999999985 0.083555000000000018 -0.4582 -0.082254999999999981 0.15454000000000004 -0.078129999999999991 0.082475000000000007 0.068400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 6 9 10 -3 -9 -2 12 -12 17 14 -8 19 -17 -1 -16 -14
right_child=1 7 -4 -5 -6 -7 13 8 -10 -11 11 -13 15 -15 18 16 -18 -19 -20 -21
leaf_value=0.0025990718802371593 0.0016121534356890921 0.0011513653834156229 0.0022426895844594387 0.0028227499718973493 0.0012900886737834453 0.0005777244541332842 0.0022305707406485762 0.00027267724197148569 0.00075257917135295935 0.0011393697729380273 0.0015510553415037957 0.0021730740729145582 0.0023554862126454108 0.0014525790561082542 0.0018411484147252439 0.0020326140296667758 0.0022702943702402191 0.0022402727084003494 0.0015627097961564897 0.0021459366370400095
leaf_weight=52 67 63 63 65 61 68 53 80 93 99 67 63 105 57 81 894 174 56 52 61
leaf_count=52 67 63 63 65 61 68 53 80 93 99 67 63 105 57 81 894 174 56 52 61
internal_value=0 0.0010618 0.00135183 0.00205643 0.00202837 0.00111183 0.0020546 0.000696655 0.000530863 0.0013304 0.00210061 0.00185277 0.00212459 0.00177579 0.00187465 0.00209929 0.00207137 0.00241335 0.00173255 0.0022787
internal_weight=0 533 297 1841 1776 234 1715 236 173 166 1472 130 1342 243 186 1234 1068 108 133 166
internal_count=2374 533 297 1841 1776 234 1715 236 173 166 1472 130 1342 243 186 1234 1068 108 133 166
is_linear=0
shrinkage=0.0032998


Tree=3846
num_leaves=21
num_cat=0
split_feature=2 30 52 12 1 1 0 1 0 15 483 0 480 12 49 2 12 12 0 1
split_gain=0.658785 0.697633 0.57929 0.701782 0.532815 0.461292 0.408139 0.743064 0.445042 0.37096 0.466935 0.529247 0.55457 0.321577 0.238832 0.236293 0.225751 0.193982 0.243313 0.0742717
threshold=0.11366500000000002 0.086065000000000016 -0.24526499999999998 -0.089089999999999989 0.13752500000000004 0.12220000000000002 -0.11073999999999999 0.083065000000000014 -0.14822499999999997 0.091570000000000012 0.093585000000000015 -0.098524999999999988 0.086995000000000017 0.089005000000000015 -0.018959999999999994 0.090115000000000015 0.095565000000000011 0.10799000000000002 -0.070064999999999975 0.094435000000000005
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 5 -2 -4 17 6 7 -1 14 10 11 -8 -13 -11 -9 19 -17 18 -5 -15
right_child=2 -3 3 4 -6 -7 9 8 -10 13 -12 12 -14 15 -16 16 -18 -19 -20 -21
leaf_value=0.013199811026810768 0.016658019520743538 -0.010097666257743542 0.014707368301641937 0.00020033034357909288 -0.020970658961535653 0.023533662037493228 0.021237990574650957 -0.006365123357788844 -0.016427018246180095 0.026054033129862906 0.019715203790975924 0.006999624003196485 -0.009869215736389143 0.022085442339523972 0.0096045145524489162 -0.00079945226972559372 0.014023897044888383 0.0060755580241608339 -0.012968665754363329 0.013042380262013747
leaf_weight=103 53 59 57 97 53 56 70 53 61 56 88 1109 58 52 53 59 57 59 67 54
leaf_count=103 53 59 57 97 53 56 70 53 61 56 88 1109 58 52 53 59 57 59 67 54
internal_value=0 0.00791461 0.00031227 -0.00228391 -0.00579949 0.00846646 0.00801502 0.00195342 -0.00497222 0.00903487 0.00785929 0.00701441 0.0061597 0.0146315 0.00160275 0.011742 0.00646895 -0.00218573 -0.00516873 0.0174955
internal_weight=0 1988 386 333 276 1929 1873 270 167 1603 1325 1237 1167 278 106 222 116 223 164 106
internal_count=2374 1988 386 333 276 1929 1873 270 167 1603 1325 1237 1167 278 106 222 116 223 164 106
is_linear=0
shrinkage=0.16829


Tree=3847
num_leaves=15
num_cat=0
split_feature=11 12 1 0 0 1 151 3 1 4 13 457 0 0
split_gain=0.635873 0.47266 1.12349 0.386456 0.601986 0.678174 0.46625 0.441554 0.715153 0.283479 0.299917 0.264366 0.26269 0.121887
threshold=0.093970000000000012 -0.14718499999999998 0.13702500000000004 -0.11073999999999999 -0.14216999999999999 0.083065000000000014 0.085465000000000013 -0.13392999999999997 0.10080500000000002 0.080165000000000014 0.17982000000000001 0.083570000000000019 -0.17785499999999996 -0.074544999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -5 10 -9 12 -7 -11
right_child=-2 2 -4 6 -6 11 -8 9 -10 13 -12 -13 -14 -15
leaf_value=0.02040238882185505 -0.010981066898195137 0.02159104514951073 -0.01359689061102372 -0.015700769057060523 -0.010395205295803345 0.0027388477475288708 0.022890493979697699 0.0077348173032801507 0.011015796312144843 -0.0049633499797070314 0.020641838113693672 0.010666387121884004 -0.01224627639563669 0.0055870062931805036
leaf_weight=63 64 57 83 61 93 83 53 1477 53 68 53 54 55 57
leaf_count=63 64 57 83 61 93 83 53 1477 53 68 53 54 55 57
internal_value=0 0.00601493 0.00561074 0.00634828 0.00115117 0.00547088 0.00732282 0.00685539 -0.00326415 0.00755353 0.0081831 0.000675855 -0.00322047 -0.000138015
internal_weight=0 2310 2247 2164 342 249 1822 1769 114 1655 1530 192 138 125
internal_count=2374 2310 2247 2164 342 249 1822 1769 114 1655 1530 192 138 125
is_linear=0
shrinkage=0.16829


Tree=3848
num_leaves=31
num_cat=0
split_feature=4 3 3 3 3 4 48 3 13 16 475 123 4 16 13 3 4 12 4 12 3 40 12 12 13 16 13 13 1213 13
split_gain=16.345 6.32606 2.99919 1.83534 1.34806 1.68132 1.09539 1.07771 0.926777 0.81068 0.763031 0.713047 0.439252 0.437544 0.379476 0.325735 0.627739 0.404709 0.85744 0.298017 0.289186 0.271235 0.243429 0.208064 0.29129 0.237778 0.121543 0.114787 0.389656 0.154224
threshold=0.30163500000000004 -0.049204999999999992 0.30112000000000005 -0.0035149999999999995 0.092330000000000009 -0.071794999999999984 0.087470000000000006 -0.14070999999999997 -0.07692499999999998 -0.054549999999999994 -0.084964999999999985 1.0000000180025095e-35 0.043850000000000007 0.51148500000000008 -0.092489999999999989 -0.086049999999999988 -0.069734999999999978 0.085135000000000002 -0.015104999999999999 0.098150000000000015 -0.11128999999999999 -0.0086349999999999986 0.10134500000000002 0.092295000000000002 -0.021674999999999996 -0.089984999999999996 -0.008624999999999999 -0.086374999999999993 -0.0096849999999999974 -0.081029999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 -5 -6 11 -2 12 19 -11 -3 15 20 -9 16 -1 18 -17 23 -12 -16 -22 24 -10 -26 -21 28 -19 -29
right_child=7 2 -4 4 5 -7 -8 14 9 10 13 -13 -14 -15 21 17 -18 27 -20 26 22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0020996941314407359 0.00097509117942143559 0.0013663999602377865 0.00039433814669121223 0.00170254508567561 0.0015793220602133948 0.00084557545899041251 0.00056075034258198735 0.0002400147028219882 0.001355713660119909 0.0017261297132715582 0.0010506840187653878 0.00085071185765305663 0.0014176355317085984 0.0015403423563709654 0.00041645077288468069 0.0011519807379419507 0.0016473305843137667 0.0015875061402261662 0.001740745459885463 0.0015604398412813148 0.0013911245668480211 0.00070912882501909607 0.0011503412653741795 0.001750281610965168 0.0018061625165593563 0.001561682808200716 0.0013529989434067707 0.0015756577422584503 0.0019407424771735544 0.0017604975614096726
leaf_weight=54 58 65 55 98 65 72 53 59 56 59 60 54 83 77 73 53 92 70 56 56 146 67 70 103 61 175 81 153 70 80
leaf_count=54 58 65 55 98 65 72 53 59 56 59 60 54 83 77 73 53 92 70 56 56 146 67 70 103 61 175 81 153 70 80
internal_value=0 0.00146021 0.00111853 0.00121631 0.0014062 0.00119396 0.000956655 0.000578733 0.00155557 0.00148741 0.00137684 0.00113269 0.00164601 0.00131836 0.000463034 0.00167614 0.00181488 0.00163404 0.00145479 0.00157298 0.0012563 0.00055677 0.00131326 0.00161968 0.0015735 0.00162502 0.00143805 0.00168632 0.00176438 0.00163927
internal_weight=0 2117 462 407 235 137 172 257 1655 944 412 119 711 353 199 628 146 482 109 532 276 140 216 395 292 236 137 373 140 233
internal_count=2374 2117 462 407 235 137 172 257 1655 944 412 119 711 353 199 628 146 482 109 532 276 140 216 395 292 236 137 373 140 233
is_linear=0
shrinkage=0.0032998


Tree=3849
num_leaves=10
num_cat=0
split_feature=15 11 30 1453 1212 1213 0 1 2
split_gain=0.532532 0.535556 0.396939 0.270398 0.281005 0.323217 0.292037 0.445843 0.311006
threshold=0.14344000000000004 0.093970000000000012 0.086065000000000016 -0.077764999999999987 0.11930500000000001 0.10455500000000001 -0.13010499999999997 0.081755000000000008 -0.020134999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 -10
leaf_value=0.016840036237347939 -0.0088916507678787962 -0.0091886558260354557 -0.0073159396878590809 0.015761744985531689 0.018319039814329703 -0.0063749480029282003 0.018755680578099742 -0.001428942096129821 0.0069555022900415989
leaf_weight=75 69 63 57 52 56 56 66 239 1641
leaf_count=75 69 63 57 52 56 56 66 239 1641
internal_value=0 0.00610235 0.00653283 0.00689493 0.00654058 0.00621857 0.00657244 0.00163676 0.0074128
internal_weight=0 2305 2242 2185 2110 2054 1998 291 1707
internal_count=2374 2305 2242 2185 2110 2054 1998 291 1707
is_linear=0
shrinkage=0.16829


Tree=3850
num_leaves=17
num_cat=0
split_feature=13 43 10 402 1 3 3 1 43 3 0 42 42 13 130 133
split_gain=0.737733 0.818897 0.814448 0.405514 0.637364 0.475026 0.563578 0.442783 0.381833 0.898176 0.985752 0.358618 0.228877 0.215494 0.112463 0.107413
threshold=0.10575500000000002 -0.23596999999999999 -0.092019999999999977 1.0000000180025095e-35 0.13148500000000005 0.10812000000000001 0.14121000000000003 0.07635500000000002 -0.14265999999999998 -0.10919499999999999 1.0000000180025095e-35 0.11603500000000001 0.084535000000000013 -0.07150999999999999 0.053680000000000012 0.0024650000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 -1 4 5 8 -7 12 -4 10 -10 -11 14 -6 -5 -2
right_child=1 -3 3 7 13 6 -8 -9 9 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.014628206991861663 0.008432095917089431 -0.020162172248875433 0.020616269331563436 0.016125419115135476 0.012597796176141681 -0.014732113342250542 0.0089818023446063128 -0.009246361025598792 -0.022454476252214115 0.0089587518379199097 0.0074690558650782873 -0.0017864084805328381 -0.0010333378142184408 0.027450126744781835 0.0049914623633434164 -0.001995807230587792
leaf_weight=52 60 65 61 52 57 61 53 87 59 1311 66 94 89 55 52 52
leaf_count=52 60 65 61 52 57 61 53 87 59 1311 66 94 89 55 52 52
internal_value=0 -0.00513219 0.00616601 0.00668251 0.00760129 0.00679186 -0.00369146 0.00071386 0.00754415 0.0070218 -0.00664048 0.00823858 0.00521301 0.0199074 0.0105757 0.00357453
internal_weight=0 177 2149 2097 1817 1705 114 280 1591 1530 125 1405 193 112 104 112
internal_count=2326 177 2149 2097 1817 1705 114 280 1591 1530 125 1405 193 112 104 112
is_linear=0
shrinkage=0.16829


Tree=3851
num_leaves=21
num_cat=0
split_feature=3 13 151 159 457 457 400 157 13 12 12 16 1447 3 1 1 12 12 130 12
split_gain=0.593441 0.560418 0.405528 0.39768 0.367404 0.323738 0.283989 0.290181 0.588374 0.281677 0.483909 0.257995 0.292978 0.311518 0.225745 0.286732 0.19662 0.267087 0.176171 0.13961
threshold=0.32329500000000005 0.046185000000000004 -0.0067699999999999991 0.082200000000000009 0.086120000000000016 -0.085584999999999981 -0.064794999999999978 -0.080544999999999992 -0.069874999999999979 0.1072 0.087215000000000015 -0.15043499999999996 -0.085024999999999989 -0.097094999999999987 0.10374500000000002 0.085425000000000015 -0.079584999999999989 0.084160000000000013 0.006490000000000001 0.095330000000000012
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 2 4 9 5 -1 18 8 -8 10 -3 16 -13 -14 15 -7 -9 -18 -4 -12
right_child=-2 3 6 -5 -6 14 7 11 -10 -11 19 12 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.019375795478749451 -0.011559841742984012 -0.013053781053110256 0.0071205823914724633 0.010877851566496214 0.020528380054039643 0.0081797558720404315 0.0060086124332639924 0.0083869405134264254 -0.017146847221678443 -0.012970500429345446 0.011788833895674726 -0.0046287362143265665 0.018087993465981902 0.0058531334543344068 0.012830294644166608 -0.0063429197395086902 -0.012396247654543386 0.0016959509955467033 0.019783303465983167 0.00038403031259080301
leaf_weight=57 64 62 77 59 87 84 75 54 53 77 52 70 63 954 74 71 59 107 53 74
leaf_count=57 64 62 77 59 87 84 75 54 53 77 52 70 63 954 74 71 59 107 53 74
internal_value=0 0.00486534 0.00594862 -0.00160876 0.0109388 0.00801542 0.00475812 0.00407391 -0.00356516 -0.00439558 -0.000873956 0.00482341 0.00588723 0.00661281 0.00517989 0.00151584 -0.000424654 -0.0033019 0.0122969 0.00510503
internal_weight=0 2262 1938 324 373 286 1565 1435 128 265 188 1307 1087 1017 229 155 220 166 130 126
internal_count=2326 2262 1938 324 373 286 1565 1435 128 265 188 1307 1087 1017 229 155 220 166 130 126
is_linear=0
shrinkage=0.16829


Tree=3852
num_leaves=15
num_cat=0
split_feature=2 403 4 4 1 52 3 131 1 16 2 1 43 2
split_gain=0.589268 0.309181 0.328733 0.461788 0.448939 0.445238 0.430971 0.42337 0.577057 0.718036 0.398093 0.437297 0.400229 0.164578
threshold=0.17576500000000003 -0.53317999999999988 0.24099500000000004 0.076415000000000025 0.079020000000000021 0.51400500000000016 0.12178000000000001 0.085335000000000008 0.13368000000000005 -0.43370499999999995 0.10527500000000002 0.10141500000000002 -0.45791499999999996 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 10 8 9 13 12 -12 -3 -4
right_child=-2 2 7 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.0063877510473305168 -0.013696228069483491 -0.008877298248290701 0.011174103945874274 0.0057894149963506293 0.027200904342859763 -0.0091738831801450073 0.018151671393266393 -0.014581523396203376 0.01599374028902327 -0.019370156837755538 0.0031127807134967273 -0.012713079630872927 0.0061487597915235049 -0.0012100628734914637
leaf_weight=77 54 52 54 60 52 64 69 52 63 52 153 73 1382 69
leaf_count=77 54 52 54 60 52 64 69 52 63 52 153 73 1382 69
internal_value=0 0.00408437 0.00445255 0.00525623 0.0157465 0.00459995 0.00511083 -0.000820602 0.00217844 -0.00278481 0.00456769 -0.00199116 0.00560263 0.00421228
internal_weight=0 2272 2195 1905 112 1793 1729 290 238 175 1660 226 1434 123
internal_count=2326 2272 2195 1905 112 1793 1729 290 238 175 1660 226 1434 123
is_linear=0
shrinkage=0.16829


Tree=3853
num_leaves=21
num_cat=0
split_feature=1 3 4 2 2 0 14 3 16 157 456 2 2 16 1 12 0 403 43 16
split_gain=25.5043 5.36548 4.38837 3.02975 1.93604 1.7471 1.45875 1.34767 1.33315 0.724195 0.953176 0.830702 1.01759 0.758298 0.705535 0.644497 0.551694 0.521897 0.514196 0.452941
threshold=0.10141500000000002 -0.034684999999999994 0.41257000000000005 0.14721500000000001 0.10527500000000002 0.12381500000000002 0.062655000000000016 0.092330000000000009 0.022165000000000004 -0.029304999999999998 0.084065000000000015 0.086245000000000002 0.090000000000000011 -0.15043499999999996 0.11392000000000001 -0.090699999999999989 -0.11208499999999998 -0.52017999999999986 0.31428500000000009 -0.43370499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 8 14 6 7 9 15 10 11 -1 -13 16 -2 -3 -11 -15 -19 -17
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 13 -12 12 -14 17 -16 19 -18 18 -20 -21
leaf_value=0.001278555513066846 0.0022072407243190601 0.00055294630255366562 0.00067310653058504457 0.00024308803652418586 0.0012435953514083051 0.0012929046290653518 0.0023958935605215988 0.0014494705165316339 0.0014282286607448333 0.0019243912693569425 0.0021386335979495228 0.0021050834975366831 0.0015185577776710495 0.0017292095667814816 0.0017068617290637374 0.0012053050683953157 0.0014739816180604445 0.0020049227382294499 0.0016892441095682957 0.0008361022033708278
leaf_weight=53 61 53 58 75 64 52 65 73 60 58 52 57 76 95 64 59 63 1030 61 97
leaf_count=53 61 53 58 75 64 52 65 73 60 58 52 57 76 95 64 59 63 1030 61 97
internal_value=0 0.00109685 0.00146808 0.000830196 0.00171186 0.00189072 0.00190917 0.0018896 0.000993756 0.00191037 0.00174151 0.00163029 0.00177019 0.00194109 0.00195133 0.000868859 0.00169017 0.00196666 0.0019873 0.000975962
internal_weight=0 591 247 344 189 1735 1683 1618 269 1545 238 186 133 1307 125 209 121 1186 1091 156
internal_count=2326 591 247 344 189 1735 1683 1618 269 1545 238 186 133 1307 125 209 121 1186 1091 156
is_linear=0
shrinkage=0.0032998


Tree=3854
num_leaves=23
num_cat=0
split_feature=1 52 2 2 12 12 39 481 151 11 52 52 13 2 12 49 42 13 1447 481 52 52
split_gain=46.8185 5.76971 5.4591 3.21228 2.61658 2.0719 1.79216 1.00762 0.947913 0.796323 0.864252 1.15502 1.07101 0.694976 0.672441 0.630729 0.579421 0.445373 0.400443 0.412331 0.398806 0.149768
threshold=0.10776500000000001 -0.23818999999999999 0.10472500000000001 0.13775000000000001 0.086885000000000004 0.08623500000000002 0.081875000000000017 -0.0087899999999999975 -0.0033899999999999994 0.075910000000000019 -0.05670999999999999 -0.11044 -0.016999999999999998 0.11225500000000001 0.10597500000000001 0.092625000000000013 0.089625000000000024 -0.088114999999999985 -0.086254999999999984 -0.08452999999999998 -0.25180499999999995 -0.53283999999999987
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 -2 6 4 8 -4 7 18 -3 10 11 20 -13 -10 21 16 -12 -5 -1 -20 -9 -7
right_child=1 3 5 17 -6 14 -8 9 13 -11 15 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0028133012416079956 0.0020876501609008889 0.0012782308683926113 0.001438808679690046 0.00028448342068484149 0.0016383527290341593 0.0023131412164046129 0.0018335883312368155 0.0021635146438911605 0.00055051522786008704 0.0026734550854230856 0.0024313735774688476 0.0022211316880783212 0.0015743502585357316 0.0010324891393445129 0.0017769991819204453 0.0020749833524180143 0.0022367303974347424 0.00067829201271040276 0.0022875249394300628 0.0026595445345138939 0.0024936214918272557 0.002076017238801403
leaf_weight=59 54 59 94 56 81 55 75 88 71 69 642 54 59 61 73 83 233 72 65 70 78 75
leaf_count=59 54 59 94 56 81 55 75 88 71 69 642 54 59 61 73 83 233 72 65 70 78 75
internal_value=0 0.00107468 0.00225603 0.000937837 0.0011408 0.00184511 0.0023335 0.00235847 0.000929605 0.00232524 0.00230578 0.00214274 0.00188374 0.000773513 0.00203308 0.00235323 0.00237958 0.000506276 0.00258202 0.00248069 0.00231884 0.00217661
internal_weight=0 454 1872 400 272 297 1575 1500 191 1306 1237 279 113 132 203 958 875 128 194 135 166 130
internal_count=2326 454 1872 400 272 297 1575 1500 191 1306 1237 279 113 132 203 958 875 128 194 135 166 130
is_linear=0
shrinkage=0.0032998


Tree=3855
num_leaves=22
num_cat=0
split_feature=1 2 0 16 123 160 1 1 16 0 11 43 50 43 50 2 0 16 2 402 2
split_gain=21.7147 4.30411 4.06622 3.42332 1.53045 1.05175 1.25172 2.03452 1.08298 0.914799 0.953388 0.739027 0.543601 0.832459 0.543092 0.692732 0.929126 0.422668 0.379178 0.369434 0.353512
threshold=0.104035 0.14823500000000003 0.13830500000000004 0.50597000000000014 1.0000000180025095e-35 -0.081969999999999987 0.10828500000000001 0.11323000000000001 -0.27523999999999998 -0.076539999999999983 1.0000000180025095e-35 -0.033174999999999989 0.090390000000000012 -0.082094999999999987 0.10917 0.087675000000000017 -0.13314999999999996 0.39524000000000009 0.08920500000000002 0.10803500000000001 0.094030000000000016
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=2 3 4 5 9 -2 -7 -8 -9 10 14 -10 13 -11 15 19 -17 20 -16 -1 -15
right_child=1 -3 -4 -5 -6 6 7 8 11 12 -12 -13 -14 17 18 16 -18 -19 -20 -21 -22
leaf_value=0.0017844456801737797 0.0012814479291230671 0.00018300402016319713 0.00076061423583814475 0.0016943503148766686 0.0011468428258465553 0.00043158154160656662 0.0014248429760308817 0.00044256631765482061 0.00067888284980415707 0.0012014713463376295 0.0021201409722968662 0.0012175615436824118 0.0018271693937985951 0.001707379734892723 0.0013216325430114562 0.0012562771431211201 0.0016996507065774205 0.0017908718594478773 0.0016927591345477617 0.0020596824777718821 0.0013923724683864202
leaf_weight=630 66 78 54 70 57 70 67 74 54 77 69 58 70 61 61 60 393 83 62 60 115
leaf_count=630 66 78 54 70 57 70 67 74 54 77 69 58 70 61 61 60 393 83 62 60 115
internal_value=0 0.000900194 0.001654 0.00102199 0.00168081 0.000900913 0.000823047 0.000931219 0.000753218 0.00169828 0.00174022 0.000958156 0.00156027 0.00150457 0.00171948 0.00174211 0.001641 0.00159454 0.00150899 0.00180843 0.00150175
internal_weight=0 537 1852 459 1798 389 323 253 186 1741 1335 112 406 336 1266 1143 453 259 123 690 176
internal_count=2389 537 1852 459 1798 389 323 253 186 1741 1335 112 406 336 1266 1143 453 259 123 690 176
is_linear=0
shrinkage=0.0032998


Tree=3856
num_leaves=23
num_cat=0
split_feature=4 39 4 49 15 4 48 15 4 49 42 11 4 16 4 15 42 133 15 16 16 130
split_gain=37.0975 9.75943 2.76318 2.72588 2.60164 2.369 2.29244 2.25184 1.99499 1.76186 1.71496 0.978629 1.31097 1.15656 0.936006 0.843126 0.699219 0.678969 0.508043 0.365809 0.270634 0.357331
threshold=0.30163500000000004 0.081875000000000017 0.55608500000000005 0.14255500000000002 0.03981500000000001 -0.11205499999999999 0.092265000000000014 -0.45726999999999995 0.42098500000000005 -0.026779999999999995 0.065960000000000019 0.081790000000000015 -0.019114999999999997 0.0045450000000000013 0.020345000000000005 0.091475000000000015 0.094225000000000017 0.08457000000000002 0.11377500000000002 -0.071044999999999983 -0.022939999999999999 0.082650000000000015
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 3 7 4 9 -6 17 -2 -9 10 -1 12 13 -11 -14 20 18 -3 -17 -18 21 -7
right_child=2 6 -4 -5 5 15 -8 8 -10 11 -12 -13 14 -15 -16 16 19 -19 -20 -21 -22 -23
leaf_value=0.0011804009503348588 0.0012873463214785794 0.0016014082299085387 -7.1120474035445917e-05 0.0011912927887250166 0.0027311239691657887 0.0020502625834893616 0.00054133049568178817 0.00085717868759716974 6.7037907135915418e-05 0.0012900060499336852 0.0018512118701391259 0.0022696340483794302 0.0020495827043208997 0.0017990547173259808 0.0017676340302232854 0.0021483070892821367 0.0015060966030989323 0.0010848852317679538 0.0017949232394394166 0.0018606920704787502 0.0023554237969750751 0.002309630419562891
leaf_weight=82 56 61 62 54 57 338 55 78 63 68 85 70 361 176 203 137 53 52 68 85 52 73
leaf_count=82 56 61 62 54 57 338 55 78 63 68 85 70 361 176 203 137 53 52 68 85 52 73
internal_value=0 0.00185871 0.000535909 0.00192409 0.00194481 0.0020792 0.0010949 0.000727133 0.000504387 0.00183379 0.00152204 0.00189305 0.00186038 0.00165733 0.00194816 0.00203305 0.00190805 0.00136403 0.00203126 0.00172476 0.00212558 0.00209642
internal_weight=0 2130 259 1962 1908 863 168 197 141 1045 167 878 808 244 564 806 343 113 205 138 463 411
internal_count=2389 2130 259 1962 1908 863 168 197 141 1045 167 878 808 244 564 806 343 113 205 138 463 411
is_linear=0
shrinkage=0.0032998


Tree=3857
num_leaves=18
num_cat=0
split_feature=4 3 39 3 3 16 42 2 3 16 49 2 1456 475 475 160 2
split_gain=25.4179 11.3563 6.16624 2.08041 1.42354 1.33491 1.3062 1.12879 1.11078 1.02949 0.826847 0.771434 0.650906 0.666868 0.569349 0.426862 0.261574
threshold=0.30163500000000004 0.11745500000000002 0.081875000000000017 0.13772500000000001 -0.072579999999999992 -0.42004999999999992 0.08512500000000002 0.09167500000000002 -0.015259999999999998 -0.026164999999999997 -0.061834999999999994 0.079570000000000016 0.085185000000000011 -0.087429999999999994 -0.083389999999999978 -0.012309999999999998 0.10222000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 10 6 -2 11 -4 16 15 -6 13 -12 -15 -1 -9
right_child=3 -3 8 -5 7 -7 -8 9 -10 -11 12 -13 -14 14 -16 -17 -18
leaf_value=0.0018855961400306564 0.0013978127855769726 0.00071938971364520735 0.00086759279683552696 0.00014670578371508991 0.0016920877980902576 0.00052978295813783558 0.00071723759632151768 0.0016004149698365378 0.0014436548367400463 0.0013127752136274041 0.0016159925848374659 0.0021452430540451995 0.0022354364179639459 0.0022871819021815353 0.0019590465260091905 0.0014574623618663666 0.0019223522822677949
leaf_weight=52 66 100 58 56 78 79 58 52 100 95 60 89 102 62 1166 52 64
leaf_count=52 66 100 58 56 78 79 58 52 100 95 60 89 102 62 1166 52 64
internal_value=0 0.00180555 0.00185904 0.000710539 0.00191191 0.000865905 0.00107976 0.0017302 0.00123241 0.00156889 0.00195786 0.0019338 0.00197923 0.00195892 0.00197564 0.00167187 0.00177834
internal_weight=0 2130 2030 259 1872 203 124 378 158 211 1494 167 1390 1288 1228 104 116
internal_count=2389 2130 2030 259 1872 203 124 378 158 211 1494 167 1390 1288 1228 104 116
is_linear=0
shrinkage=0.0032998


Tree=3858
num_leaves=27
num_cat=0
split_feature=1 52 10 1 52 150 14 15 47 12 1447 14 16 13 12 16 13 49 52 1 43 15 12 12 15 4
split_gain=34.2729 6.33474 3.90132 2.97681 2.2834 1.91981 1.68311 1.35815 1.18503 1.17787 0.888317 0.767915 0.669641 0.644396 0.639798 0.613341 1.01236 0.510145 0.404796 0.368466 0.355851 0.309576 0.213792 0.23928 0.162303 0.147591
threshold=0.104035 -0.41304999999999997 -0.011559999999999999 0.089625000000000024 0.12371000000000001 1.0000000180025095e-35 0.062655000000000016 -0.21242999999999998 0.098400000000000015 0.090255000000000016 -0.085709999999999995 -0.30192499999999994 -0.0070899999999999991 0.0032950000000000006 0.085845000000000019 0.053535000000000006 -0.057284999999999996 0.0065400000000000015 -0.085924999999999987 0.081755000000000008 -0.017259999999999998 0.091475000000000015 0.10055500000000002 0.091365000000000016 -1.0000000180025095e-35 -0.064534999999999995
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=3 -2 -3 6 7 14 9 11 12 10 -1 -4 -9 17 -5 22 -17 19 -19 -12 21 -16 23 -11 -25 -24
right_child=1 2 4 5 -6 -7 -8 8 -10 15 13 -13 -14 -15 20 16 -18 18 -20 -21 -22 -23 25 24 -26 -27
leaf_value=0.0025649427629491134 0.002163209562555308 0.00026870627866545943 0.0010113253639529283 0.0016510271551288603 0.001596643104324011 0.0013529339021092189 0.0026881501441986394 0.0011801580373610578 0.0015478862439976242 0.0019306203349511919 0.0021897911382880212 0.00047454543587291165 0.00071780314002169187 0.0018712487937737831 0.0020669361749905192 0.0020924860670415227 0.0015319796432549586 0.0021326225467819451 0.0024729318120040051 0.0019853212593104524 0.0021764215754501506 0.0017174574946108676 0.0018184522326911443 0.0020429821192058241 0.0022675429225668766 0.0020439640160350298
leaf_weight=66 58 67 53 66 89 79 60 87 61 52 475 65 57 76 60 70 72 61 112 126 97 55 52 57 115 101
leaf_count=66 58 67 53 66 89 79 60 87 61 52 475 65 57 76 60 70 72 61 112 126 97 55 52 57 115 101
internal_value=0 0.00113272 0.00100787 0.0020797 0.00112799 0.00180835 0.00214448 0.00099875 0.00116137 0.00212172 0.00219327 0.00071594 0.000997387 0.00216437 0.00193764 0.00199537 0.00180853 0.00219311 0.00235314 0.00214698 0.0020267 0.0019001 0.00206565 0.0021325 0.00219333 0.00196755
internal_weight=0 537 479 1852 412 357 1495 323 205 1435 916 118 144 850 278 519 142 774 173 601 212 115 377 224 172 153
internal_count=2389 537 479 1852 412 357 1495 323 205 1435 916 118 144 850 278 519 142 774 173 601 212 115 377 224 172 153
is_linear=0
shrinkage=0.0032998


Tree=3859
num_leaves=20
num_cat=0
split_feature=1 1 4 12 16 14 49 4 12 1 48 16 51 16 1447 403 4 13 0
split_gain=21.116 3.07404 2.92387 2.49635 1.76668 1.69743 1.35432 2.14763 1.06287 1.00909 0.877101 0.752523 0.826928 0.644709 0.484666 0.414562 0.242061 0.190848 0.170963
threshold=0.11353000000000001 0.095950000000000021 -0.17689999999999997 0.023990000000000004 0.25761500000000009 0.062655000000000016 -0.05529499999999999 0.049545000000000006 0.11769500000000001 0.14262000000000002 -0.026004999999999997 0.21684500000000004 -0.011859999999999997 -0.11180499999999999 -0.085709999999999995 -0.087974999999999984 0.49433000000000005 -0.065269999999999981 -0.076539999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 6 9 8 -4 -8 10 13 -1 14 17 16 -12 -16 -2 -13 -5
right_child=4 2 3 18 -6 -7 7 -9 -10 -11 11 12 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0012151966358546354 0.00036507895721940781 0.0018914017624991019 0.0013101061224988168 0.0016041738006387152 0.001179730826804173 0.0021534654298672319 0.00018248934190145448 0.0011023251583369938 0.0011420255608544552 0.00023695774414889671 0.0019111115634838863 0.0017274931081245057 0.0010914766332935436 0.00088588039284255625 0.0015276542182338869 0.0016761454944692435 0.00067405193883639486 0.0014514128431666973 0.0013474178909312303
leaf_weight=57 57 70 52 70 64 64 53 58 53 73 81 56 55 97 266 997 55 59 52
leaf_count=57 57 70 52 70 64 64 53 58 53 73 81 56 55 97 266 997 55 59 52
internal_value=0 0.00156597 0.00128638 0.00113765 0.000684261 0.00162475 0.000869956 0.000663442 0.00160389 0.000571689 0.00161945 0.00163465 0.00142632 0.000688436 0.00166097 0.0016449 0.000517121 0.00158616 0.00149503
internal_weight=0 2043 355 285 346 1688 163 111 1624 282 1571 1514 170 209 1344 1263 112 115 122
internal_count=2389 2043 355 285 346 1688 163 111 1624 282 1571 1514 170 209 1344 1263 112 115 122
is_linear=0
shrinkage=0.0032998


Tree=3860
num_leaves=21
num_cat=0
split_feature=1 15 4 48 43 50 12 1 3 49 13 156 3 50 49 4 4 160 43 13
split_gain=1.12553 0.715228 1.58507 0.766621 0.625908 0.568003 0.536328 0.518865 1.13114 0.795665 0.349023 0.327861 0.44028 0.394021 0.298351 0.291056 0.245697 0.385122 0.24184 0.196803
threshold=0.11810000000000001 -0.46319999999999995 0.40945500000000007 0.088035000000000016 -0.37529499999999999 0.12149000000000001 0.085845000000000019 0.088985000000000022 -0.017449999999999997 -0.08130999999999998 -0.099039999999999975 0.088610000000000008 -0.073444999999999983 0.10672000000000002 0.087720000000000006 0.053255000000000004 0.0034000000000000007 -0.089629999999999974 -0.06513999999999999 -0.023454999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 7 14 -9 -10 -8 12 13 -12 16 -11 17 -6 -14 -13
right_child=1 2 -4 -5 5 -7 10 8 9 15 11 19 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.026911554891930735 0.0170195735862715 0.020212137281215525 -0.021948448649951109 -0.006057919257347188 0.023167718057843852 0.026726546769817748 0.025863049419924143 -0.019562599612305689 0.02555517763730256 -0.0039625266220237737 0.017191470598201405 0.011195430555968817 0.015953555213610641 0.0029762986497024681 0.00071575951689604924 0.011003340688945229 0.023971581053136036 0.0090688649332140107 0.0020021237249545324 -0.0026251381667010904
leaf_weight=90 65 70 79 57 68 77 69 53 54 95 742 66 52 60 61 60 54 290 110 52
leaf_count=90 65 70 79 57 68 77 69 53 54 95 742 66 52 60 61 60 54 290 110 52
internal_value=0 0.00162397 -0.00322514 0.00840749 0.0131709 0.01254 0.0119598 0.00840247 0.00238598 0.00796048 0.0142299 0.0134864 0.0145123 0.0161302 0.0117313 0.00181912 0.0133579 0.0117519 0.00649145 0.00508979
internal_weight=0 271 206 127 2053 1963 1886 735 262 209 1151 1082 964 802 473 155 412 358 162 118
internal_count=2324 271 206 127 2053 1963 1886 735 262 209 1151 1082 964 802 473 155 412 358 162 118
is_linear=0
shrinkage=0.16829


Tree=3861
num_leaves=13
num_cat=0
split_feature=3 97 4 4 1 156 4 1375 4 3 3 12
split_gain=0.799217 0.585835 0.595753 0.788028 0.658401 1.29633 0.389972 0.403621 0.287985 0.286297 0.314905 0.129414
threshold=0.17646500000000004 -0.0047149999999999996 -0.16772499999999999 -0.099704999999999974 0.080125000000000016 0.091015000000000013 0.41181500000000004 -0.085004999999999983 0.50609000000000004 0.0065900000000000012 -0.12077499999999998 -0.036614999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 -5 -8 10 -9 -2
right_child=11 2 3 6 5 -7 8 9 -10 -11 -12 -13
leaf_value=-0.0071017404233737194 0.0017114994292414855 0.006524747116463332 -0.0087354873685493283 -0.0027699636211548748 0.044424918578072112 0.010102242356084232 -0.0056231926955132303 0.022396439175949846 0.0090240300527102153 0.021111964229410359 0.010828924906985176 -0.009866328623645582
leaf_weight=52 53 68 61 55 62 63 68 70 86 90 1540 56
leaf_count=52 53 68 61 55 62 63 68 70 86 90 1540 56
internal_value=0 0.0105289 0.0109536 0.0100776 0.0198863 0.0271407 0.0106797 0.0113925 0.00254476 0.0118517 0.011333 -0.00422026
internal_weight=0 2215 2163 1970 193 125 1909 1755 154 1700 1610 109
internal_count=2324 2215 2163 1970 193 125 1909 1755 154 1700 1610 109
is_linear=0
shrinkage=0.16829


Tree=3862
num_leaves=22
num_cat=0
split_feature=3 3 43 2 2 1446 3 39 49 133 43 49 402 3 3 43 130 42 2 3 42
split_gain=8.7567 3.65295 3.04252 1.22038 1.10532 0.743625 0.951689 0.703969 0.624147 0.617065 1.07192 0.747525 0.508391 0.411896 0.577597 0.346982 0.313508 0.293262 0.18658 0.133808 0.112189
threshold=-0.036844999999999996 0.20828500000000003 -0.049364999999999992 0.10045500000000002 0.12131500000000002 0.037915000000000011 -0.086049999999999988 0.088655000000000012 -0.081334999999999977 -0.07218999999999999 0.061400000000000003 0.10581000000000002 0.090045000000000014 0.092330000000000009 0.077930000000000013 -0.065804999999999989 0.084355000000000027 -0.027829999999999997 0.11197500000000002 0.37720000000000004 0.086275000000000004
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=4 2 7 13 5 8 -7 -2 -1 16 11 12 -11 14 -4 -8 17 -10 -5 -3 -19
right_child=1 19 3 18 -6 6 15 -9 9 10 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.00096618938228682871 0.00079320864968628188 0.00036406007168834892 0.0011994117486053394 0.0010551207007817747 0.00092608135736185521 0.0018462236650634354 0.0014917256712420684 0.0003733511605100445 0.0011497881060857629 0.0013135276726324553 0.00078673192342317965 0.00096085481239614311 0.00099752392395377758 0.00108245931556011 0.0016882175552270211 0.0011268361142117976 0.0016081841646277313 0.0015420083422563182 0.00080822347810682101 0.00012706617434408269 0.0013493373443495607
leaf_weight=73 85 52 54 56 97 57 63 90 57 926 53 80 60 53 53 54 74 63 89 53 82
leaf_count=73 85 52 54 56 97 57 63 90 57 926 53 80 60 53 53 54 74 63 89 53 82
internal_value=0 0.000802743 0.000924726 0.00112385 0.00126965 0.00128993 0.00149502 0.000577483 0.00126559 0.00128124 0.00124651 0.00126934 0.00129433 0.00132303 0.00144186 0.00132362 0.00142189 0.00135347 0.00090382 0.00024477 0.00143329
internal_weight=0 585 480 305 1739 1642 174 175 1468 1395 1119 1066 986 160 107 117 276 202 145 105 145
internal_count=2324 585 480 305 1739 1642 174 175 1468 1395 1119 1066 986 160 107 117 276 202 145 105 145
is_linear=0
shrinkage=0.0032998


Tree=3863
num_leaves=24
num_cat=0
split_feature=1 1 16 123 13 2 150 2 1 0 1447 0 0 50 13 2 1210 1213 2 0 16 51 13
split_gain=43.2219 6.61173 4.33467 2.92439 2.1243 1.70766 1.49324 1.29973 1.04721 0.974686 0.814573 0.629242 0.552726 0.497142 0.484533 0.40023 0.384382 0.348009 0.339196 0.237342 0.208942 0.310318 0.094731
threshold=0.104035 0.12640500000000002 0.12292000000000002 1.0000000180025095e-35 -0.006219999999999999 0.09857500000000001 0.083205000000000015 1.0000000180025095e-35 0.088785000000000017 -0.092514999999999986 -0.083899999999999988 -0.076539999999999983 -0.086224999999999982 0.091755000000000017 -0.15714499999999998 0.082130000000000022 -0.078184999999999991 0.0026950000000000008 0.12358500000000001 -0.14766999999999997 -0.10803999999999998 -1.0000000180025095e-35 -0.049414999999999994
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 6 5 14 8 7 -2 10 -10 -1 13 15 -11 -3 -12 -14 -18 20 -17 -7 -22 -23
right_child=1 4 -4 -5 -6 18 -8 -9 9 11 12 -13 16 -15 -16 19 17 -19 -20 -21 21 22 -24
leaf_value=0.0020932140608521514 0.0012779874847190721 8.7255204414779514e-05 0.0015594955837475066 0.0010150101757268127 0.00057816865307878994 0.0017334567563897015 0.00031814192279508842 0.0006483662488959911 0.0011720388287051373 0.0019613443308826388 0.0021137791319192478 0.0014390499675245869 0.0014719871092225144 0.001550480922863599 -0.00032172249284643004 0.0016263158391658895 0.0017100536379866381 0.0019766467288703645 0.0012546917102863957 0.001862474847425976 0.0016492861851865799 0.0012895519305531266 0.001475296657624651
leaf_weight=102 55 62 82 68 76 56 82 103 52 89 64 79 66 52 64 57 436 63 52 332 96 55 81
leaf_count=102 55 62 82 68 76 56 82 103 52 89 64 79 66 52 64 57 436 63 52 332 96 55 81
internal_value=0 0.00061057 0.000904171 0.00168754 0.000142378 0.00171392 0.000680121 0.000867761 0.00176527 0.00158059 0.00181009 0.001677 0.00178169 0.00181007 -0.0001202 0.00186842 0.0017121 0.00174378 0.00150357 0.00182796 0.00154839 0.00150356 0.00140044
internal_weight=0 524 322 1800 202 1732 240 158 1392 272 1120 220 1018 141 126 453 565 499 340 389 288 232 136
internal_count=2324 524 322 1800 202 1732 240 158 1392 272 1120 220 1018 141 126 453 565 499 340 389 288 232 136
is_linear=0
shrinkage=0.0032998


Tree=3864
num_leaves=18
num_cat=0
split_feature=4 13 123 42 16 14 457 4 13 51 4 48 16 4 16 16 15
split_gain=27.2163 7.06568 3.43394 1.74367 1.72721 4.8011 1.51548 1.14156 0.874481 0.707484 0.738589 0.585112 0.580368 0.430635 0.372862 0.213002 0.0872037
threshold=0.27161500000000005 -0.16392499999999996 1.0000000180025095e-35 0.128055 -0.48950499999999991 -0.41790499999999997 0.035070000000000011 0.052250000000000012 -0.074519999999999989 0.043015000000000005 -0.099704999999999974 0.087470000000000006 0.0055300000000000011 0.076415000000000025 -0.52595999999999987 -0.042349999999999992 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 14 -6 7 9 -8 10 -3 -4 -11 15 -2 -9 -15
right_child=4 2 11 -5 5 -7 8 13 -10 12 -12 -13 -14 16 -16 -17 -18
leaf_value=0.00091498346804317319 0.00086545679461108886 0.0017790270801067542 0.0016025840157966155 0.0013688771301221462 0.0011757050993706384 -7.4266872386994821e-05 0.0019669242411378624 0.001783868004342578 0.0014178996465349541 0.0020999217410177877 0.0020268695789858382 0.0011217089272131872 0.0024862724622934981 0.0020220952503110846 0.0012258536376865245 0.0014882846001404082 0.001819711017797205
leaf_weight=80 72 152 54 55 61 74 52 52 83 172 1078 58 58 54 57 60 52
leaf_count=80 72 152 54 55 61 74 52 52 83 172 1078 58 58 54 57 60 52
internal_value=0 0.00187726 0.00191612 0.00194981 0.000751682 0.000490274 0.00196742 0.00199457 0.00162964 0.002028 0.00199627 0.00135387 0.0021975 0.00177056 0.00102498 0.00162583 0.00192314
internal_weight=0 2060 1980 1868 264 135 1813 1678 135 1460 1230 112 230 218 129 112 106
internal_count=2324 2060 1980 1868 264 135 1813 1678 135 1460 1230 112 230 218 129 112 106
is_linear=0
shrinkage=0.0032998


Tree=3865
num_leaves=26
num_cat=0
split_feature=3 13 16 3 150 13 15 52 13 3 16 3 13 11 3 12 403 403 52 1213 15 3 51 49 16
split_gain=9.91278 3.85762 2.9711 1.54539 1.2232 1.39442 1.39062 1.05337 1.03829 0.938254 0.687701 1.04992 2.34304 0.958555 0.620121 0.452636 0.425941 0.491276 0.398087 0.353624 0.34741 0.311534 0.386563 0.239866 0.0695307
threshold=-0.055839999999999994 -0.0042049999999999995 -0.39442499999999997 0.11745500000000002 0.08926000000000002 -0.057284999999999996 -0.25061999999999995 0.0085900000000000021 1.0000000180025095e-35 0.091170000000000015 0.041625000000000002 -0.23303499999999996 -0.04609499999999999 1.0000000180025095e-35 -0.11255999999999998 0.08870500000000002 -0.088434999999999986 -0.081224999999999992 -0.085924999999999987 -0.020279999999999996 -0.073404999999999984 -0.085684999999999997 -0.13690499999999997 0.088030000000000011 -0.080419999999999978
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=2 4 7 8 5 6 -2 -1 18 -8 13 -12 21 14 -4 16 -16 -18 -3 24 -20 -13 -23 -21 -17
right_child=1 3 10 -5 -6 -7 9 -9 -10 -11 11 12 -14 -15 15 19 17 -19 20 23 -22 22 -24 -25 -26
leaf_value=0.00084016001456976765 0.00081590625127135477 0.0018984140386662791 0.0013246608695617757 0.00093553159821226051 0.00045248548112910268 0.00066967793675464014 0.0016675097150698915 0.0014616322778608782 0.0012025315724459474 0.0010787061495608605 0.0019186398636740459 0.0018787390101867626 0.0010399896537000247 0.0021101800274771344 0.0019533844284304268 0.0016824018948762604 0.0014224036252178712 0.001758123316918642 0.0017540468802330904 0.001609231332665333 0.0013835688371861686 0.001778505785632231 0.0014330494065244112 0.0013712405624681906 0.0018533790154425327
leaf_weight=67 82 57 54 60 55 100 60 54 75 59 63 52 102 58 103 52 56 364 53 382 61 62 87 55 72
leaf_count=67 82 57 54 60 55 100 60 54 75 59 63 52 102 58 103 52 56 364 53 382 61 62 87 55 72
internal_value=0 0.00113998 0.00161684 0.00141188 0.000906163 0.000988944 0.00114761 0.0011178 0.00152792 0.00137588 0.00165548 0.00152932 0.00144826 0.00169405 0.00167281 0.00169012 0.00176077 0.00171344 0.00167042 0.0016242 0.00155612 0.00165526 0.00157703 0.00157936 0.00178196
internal_weight=0 662 1683 306 356 301 201 121 246 119 1562 366 303 1196 1138 1084 523 420 171 561 114 201 149 437 124
internal_count=2345 662 1683 306 356 301 201 121 246 119 1562 366 303 1196 1138 1084 523 420 171 561 114 201 149 437 124
is_linear=0
shrinkage=0.0032998


Tree=3866
num_leaves=22
num_cat=0
split_feature=15 3 2 2 3 3 43 41 0 13 15 48 3 0 3 48 401 15 403 50 0
split_gain=17.3678 8.56101 3.17653 3.61903 2.69981 1.99223 1.71899 1.23675 1.154 1.1359 0.831315 0.900528 0.803877 0.691726 0.91115 0.640898 0.639843 0.638514 0.392225 0.492391 0.25003
threshold=-0.25061999999999995 -0.06340999999999998 0.14461000000000004 -0.007134999999999999 0.10632000000000001 0.096440000000000012 -0.049364999999999992 0.079395000000000007 0.10798500000000001 -0.08533499999999998 -1.0000000180025095e-35 0.081735000000000016 -0.086234999999999992 -0.061994999999999995 -0.076554999999999998 0.082665000000000016 0.087110000000000007 -0.46319999999999995 -0.025969999999999997 0.077805000000000013 -0.080869999999999984
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 7 3 -3 6 17 -5 8 9 12 11 -8 -2 14 16 -6 -11 -1 -14 -20 -16
right_child=1 2 -4 4 15 -7 10 -9 -10 13 -12 -13 18 -15 20 -17 -18 -19 19 -21 -22
leaf_value=0.00077824066550316433 0.0024120285962528154 0.00087404505109940883 0.00073908511020092369 0.0014979582525423694 0.0010872640355170872 0.0012844058512185548 0.0015628723128088579 0.001525472807145249 0.0023705382024310369 0.0019537114101383841 0.0023217148218183515 0.0021356064814360485 0.0022971041313606887 0.0016395079367839079 0.0015423368423403059 0.0015558371459365487 0.0023320289510451284 0.000309408645583109 0.0018537093687253209 0.0021738943097516293 0.001814312007795084
leaf_weight=72 82 70 56 95 74 64 56 68 80 786 73 66 53 97 65 57 53 57 140 87 94
leaf_count=72 82 70 56 95 74 64 56 68 80 786 73 66 53 97 65 57 53 57 140 87 94
internal_value=0 0.00184164 0.00148486 0.00156985 0.00168546 0.00080799 0.00186334 0.00196321 0.00198255 0.00196123 0.00204116 0.001873 0.00212234 0.00190793 0.00193399 0.00129142 0.00197765 0.000571355 0.00203738 0.00197658 0.00170335
internal_weight=0 2152 547 491 421 193 290 1605 1537 1457 195 122 362 1095 998 131 839 129 280 227 159
internal_count=2345 2152 547 491 421 193 290 1605 1537 1457 195 122 362 1095 998 131 839 129 280 227 159
is_linear=0
shrinkage=0.0032998


Tree=3867
num_leaves=22
num_cat=0
split_feature=2 0 151 2 160 3 12 158 51 4 133 128 3 12 12 133 3 4 133 15 2
split_gain=0.708759 1.05354 0.679461 0.763705 0.694363 0.615936 0.532129 0.440437 0.516943 0.36592 0.336616 0.339858 0.333276 0.284087 0.281341 0.776855 0.402203 0.16534 0.24439 0.178998 0.152525
threshold=-0.007134999999999999 -0.078964999999999994 -0.0067699999999999991 0.085730000000000015 -0.044974999999999994 -0.09132499999999999 -0.081914999999999988 0.10046000000000001 -0.095144999999999993 0.27161500000000005 -0.07218999999999999 0.095070000000000002 -0.082384999999999986 0.087805000000000008 0.093270000000000006 0.037060000000000003 -0.083134999999999987 -0.0087849999999999977 0.087005000000000013 -0.074254999999999974 0.088850000000000012
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 -1 3 -2 7 -5 -6 8 -4 10 13 12 -12 -8 15 16 -10 18 -7 -19 -15
right_child=2 -3 4 5 6 17 9 -9 14 -11 11 -13 -14 20 -16 -17 -18 19 -20 -21 -22
leaf_value=0.021063712795962718 0.037164177556855034 -0.0082073065539689013 -0.0064925519717903167 0.0010566490083809322 0.027806336459930098 0.033510622015011982 0.026983111297640531 -0.0070319364339483052 0.032901949139846079 0.0015623337814685489 0.01714089144312152 0.00032757636321103091 0.010549403376495438 0.010654962766082196 0.0034918296588523114 0.0010726236393065246 0.015264583305235736 0.022113815901554246 0.017390797471365533 0.010537519609483487 0.020873377905051126
leaf_weight=54 65 98 53 56 82 55 98 55 53 66 427 57 447 88 96 86 121 86 53 69 80
leaf_count=54 65 98 53 56 82 55 98 55 53 66 427 57 447 88 96 86 121 86 53 69 80
internal_value=0 0.00217979 0.0140772 0.0205143 0.0127098 0.0171161 0.0146476 0.00708882 0.0089921 0.0137919 0.0144647 0.0129506 0.0137718 0.0197573 0.0113024 0.0141794 0.0206472 0.0205288 0.0256166 0.0169721 0.0155316
internal_weight=0 152 2193 384 1809 319 1345 464 409 1263 1197 931 874 266 356 260 174 263 108 155 168
internal_count=2345 152 2193 384 1809 319 1345 464 409 1263 1197 931 874 266 356 260 174 263 108 155 168
is_linear=0
shrinkage=0.16829


Tree=3868
num_leaves=29
num_cat=0
split_feature=12 13 2 13 12 16 16 2 3 52 12 3 10 160 16 16 13 2 2 16 52 13 12 481 52 13 12 16
split_gain=15.3907 5.87207 4.48907 2.78181 2.43784 2.10294 1.1636 0.80361 1.85788 0.770352 0.706497 1.3097 0.90205 0.69082 0.676598 0.908626 0.59728 0.516194 0.491114 0.637269 0.470594 0.33024 0.277046 0.270887 0.257049 0.229626 0.220957 0.217439
threshold=0.077755000000000005 -0.0042049999999999995 0.13631000000000001 0.046185000000000004 0.093270000000000006 -0.040484999999999993 -0.24235499999999996 0.088930000000000023 -0.13392999999999997 -0.08929999999999999 -0.10853999999999998 0.0065900000000000012 -1.0000000180025095e-35 0.0065900000000000012 -1.0000000180025095e-35 0.31481000000000009 -0.026884999999999996 0.091955000000000023 0.090790000000000023 -0.078844999999999985 -0.085924999999999987 -0.013514999999999998 0.083970000000000017 -0.078354999999999994 -0.53937999999999986 -0.012149999999999999 -0.088684999999999986 -0.28430999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 5 7 27 -6 8 -2 -10 -1 12 -12 14 17 -16 18 21 -9 -20 -7 -8 -11 -24 -17 -19 -14 -3
right_child=2 3 -4 -5 6 20 13 16 9 22 11 -13 26 -15 15 24 -18 25 19 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.00094793376234257761 0.0023612051629258333 0.00098863219551508928 0.00065267378938479222 0.00070095576631444274 0.00097314188763944606 0.0019411839265298611 0.0015207355697712816 0.0014134247279582073 0.0014136779620122762 0.0019544677585672946 0.00038590407391286851 0.00018933596850277394 0.00074289898934935805 0.0017954428090152851 0.0010041895961707924 0.0016443294992111366 0.0012934351814668889 0.0015383201421126295 0.0014867278525898839 0.0019224391663800562 0.0015473131661143231 0.0018681034884377352 0.0015103489600463676 0.0017571974898281616 0.0013394630029375967 0.001264763520509644 0.0010374141184892323 0.0012742814676839536
leaf_weight=70 53 61 55 69 53 63 57 71 81 72 57 70 55 70 74 53 71 76 62 93 73 67 56 505 76 64 59 59
leaf_count=70 53 61 55 69 53 63 57 71 81 72 57 70 55 70 74 53 71 76 62 93 73 67 56 505 76 64 59 59
internal_value=0 0.000979706 0.00158118 0.00128998 0.00161204 0.00144861 0.00144153 0.00170655 0.00176334 0.00171891 0.000655348 0.000570218 0.000725929 0.00148769 0.00144148 0.00129719 0.00155979 0.0015523 0.00164331 0.00174838 0.00173003 0.00170871 0.00175791 0.00173262 0.00146499 0.00141352 0.000895633 0.00112937
internal_weight=0 636 1709 325 1654 256 590 1064 767 714 311 241 171 537 467 203 297 264 226 155 136 124 633 561 129 140 114 120
internal_count=2345 636 1709 325 1654 256 590 1064 767 714 311 241 171 537 467 203 297 264 226 155 136 124 633 561 129 140 114 120
is_linear=0
shrinkage=0.0032998


Tree=3869
num_leaves=24
num_cat=0
split_feature=4 12 2 2 2 4 2 39 11 4 12 2 2 2 16 43 133 4 12 52 15 43 12
split_gain=33.8439 12.9101 5.45454 5.72612 3.62451 3.51395 2.31895 2.05381 2.03843 1.7737 1.33114 0.922381 0.968738 0.70827 0.65878 0.538481 0.53624 0.495639 0.39367 0.318235 0.310606 0.231315 0.195949
threshold=0.30163500000000004 0.077755000000000005 0.11353000000000001 0.074875000000000011 0.12358500000000001 -0.053824999999999991 0.093365000000000017 0.095830000000000012 1.0000000180025095e-35 -0.49013999999999996 0.093670000000000017 0.13752500000000004 0.10045500000000002 0.088930000000000023 -0.068504999999999996 -0.00045499999999999995 0.085720000000000018 0.020345000000000005 0.084595000000000017 0.10096500000000001 -0.058234999999999988 -1.0000000180025095e-35 0.096075000000000008
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=1 2 3 -1 8 -5 -7 11 10 -10 13 12 -2 14 18 20 -16 19 -3 22 -15 -21 -12
right_child=7 4 -4 5 -6 6 -8 -9 9 -11 17 -13 -14 15 16 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=0.00069743588299233002 0.00035803077018563121 0.0022649245827994799 0.00049272924804181605 0.0021618605103485723 0.00097309543355389265 0.0018317996169526878 0.00098894669028126584 -0.00011787533983767369 0.0017703350403518552 0.0025371572291525515 0.0016027724714192267 0.00019632717099468176 0.00090648580217855205 0.0016359136270715708 0.0016904782450254856 0.0014190400893278844 0.0019831741148067395 0.001431362201141251 0.0019586167972707276 0.0016909792040480428 0.0018965484742972936 0.0014091674025067944 0.0018387674416116154
leaf_weight=99 56 54 102 89 56 60 88 61 57 79 54 53 95 88 196 55 108 97 374 79 125 57 163
leaf_count=99 56 54 102 89 56 60 88 61 57 79 54 53 95 88 196 55 108 97 374 79 125 57 163
internal_value=0 0.00166519 0.00116161 0.00136456 0.0017995 0.00164309 0.00133088 0.000412891 0.00182865 0.00221603 0.0017923 0.000571773 0.000703319 0.00185963 0.00191318 0.00171323 0.00179458 0.00164258 0.00199735 0.00170052 0.00178903 0.00157313 0.0017802
internal_weight=0 2080 438 336 1642 237 148 265 1586 136 1450 204 151 1000 732 268 304 450 428 353 213 136 217
internal_count=2345 2080 438 336 1642 237 148 265 1586 136 1450 204 151 1000 732 268 304 450 428 353 213 136 217
is_linear=0
shrinkage=0.0032998


Tree=3870
num_leaves=27
num_cat=0
split_feature=1 12 1 10 13 39 4 4 11 12 13 51 4 1 403 1 52 43 1 43 43 4 42 4 1212 4
split_gain=44.8898 10.4397 5.33362 2.98061 3.21359 3.19397 2.64883 2.41821 1.21779 1.27203 0.968423 0.769961 0.672763 0.622244 0.495855 0.489353 0.569698 0.390951 0.335802 0.322564 0.699091 0.28495 0.220957 0.500553 0.298728 0.176327
threshold=0.11831500000000002 0.054520000000000006 0.10141500000000002 -0.0069899999999999988 -0.28558999999999996 0.089650000000000021 0.005935000000000001 0.043850000000000007 1.0000000180025095e-35 0.095165000000000013 -0.011269999999999997 -1.0000000180025095e-35 -0.16772499999999999 0.083555000000000018 -0.072134999999999991 0.080270000000000022 -0.012574999999999998 -0.07088499999999999 0.10790500000000001 -0.064499999999999988 0.058500000000000003 -0.077604999999999993 -0.07793499999999999 -0.085574999999999984 1.0000000180025095e-35 -0.012419999999999999
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 2 6 -2 -5 -6 12 8 9 15 -4 -10 -1 17 -11 22 -17 -9 -12 -16 -21 -18 24 -24 -3 -14
right_child=3 7 10 4 5 -7 -8 13 11 14 18 -13 25 -15 19 16 21 -19 -20 20 -22 -23 23 -25 -26 -27
leaf_value=0.002708472197110799 0.00027893212738349862 0.0025388667808576991 0.0010313636170605658 0.00039902741379195186 0.0016752763970052831 0.00071624393936769711 0.0017095664806435009 0.0023970480065904297 0.0030699161246533777 0.0024827552696235441 0.0014014754508838237 0.002546354193319166 0.0021103051305786259 0.0018475394133479158 0.0023409176992227995 0.0020987435146228111 0.0023267520786092824 0.0020401975514343627 0.0017651078497190962 0.0017757867016134977 0.002261139339429325 0.0025911585266295604 0.0028658814633886818 0.0025428463983968256 0.0022354253382863213 0.0023930559313274685
leaf_weight=55 64 107 55 55 103 60 94 73 58 81 63 68 52 73 85 63 89 66 52 53 87 99 60 537 57 52
leaf_count=55 64 107 55 55 103 60 94 73 58 81 63 68 52 73 85 63 89 66 52 53 87 99 60 537 57 52
internal_value=0 0.002309 0.00184599 0.000905787 0.00108966 0.00132247 0.00214998 0.00242725 0.0024757 0.00244585 0.00139338 0.00278764 0.00241013 0.00209707 0.00225824 0.00250255 0.00237409 0.00222786 0.00156621 0.00217726 0.00207765 0.00246617 0.00254487 0.00257537 0.00243362 0.00225202
internal_weight=0 2079 423 282 218 163 253 1656 1444 1318 170 126 159 212 306 1012 251 139 115 225 140 188 761 597 164 104
internal_count=2361 2079 423 282 218 163 253 1656 1444 1318 170 126 159 212 306 1012 251 139 115 225 140 188 761 597 164 104
is_linear=0
shrinkage=0.0032998


Tree=3871
num_leaves=12
num_cat=0
split_feature=39 4 13 13 13 1428 1447 48 1453 13 4
split_gain=1.39677 0.85409 0.686885 0.449309 0.378039 0.351136 0.36333 0.35715 0.366937 0.377951 0.205487
threshold=0.11593500000000001 0.27161500000000005 -0.16392499999999996 -0.061199999999999991 -0.15714499999999998 0.08653000000000001 -0.086254999999999984 0.11619500000000001 -0.064249999999999988 0.26171000000000005 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -4 8 -8 -10 -5
right_child=-2 3 5 10 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00041735553572839264 -0.012790003192135723 0.0086812880847719244 0.027856902314734373 0.0044772281746873954 -0.009749692486553203 0.029977245104275994 0.0035843158851776107 0.028743846639622254 0.015114338334665287 0.029455885716564736 0.018455333879192706
leaf_weight=72 54 56 70 52 72 52 76 56 1676 54 71
leaf_count=72 54 56 70 52 72 52 76 56 1676 54 71
internal_value=0 0.0145735 0.0157054 0.00529528 -0.0016721 0.0162914 0.0159221 0.0154725 0.0150599 0.015563 0.0125605
internal_weight=0 2307 2056 251 128 1984 1932 1862 1806 1730 123
internal_count=2361 2307 2056 251 128 1984 1932 1862 1806 1730 123
is_linear=0
shrinkage=0.16829


Tree=3872
num_leaves=23
num_cat=0
split_feature=4 2 3 2 376 3 3 0 11 160 0 39 4 4 3 2 16 0 133 16 12 12
split_gain=27.0565 12.0562 4.887 2.54328 2.18143 2.54642 1.40076 0.999694 1.93299 0.946094 0.861392 0.856658 0.812969 0.771383 0.652367 0.648242 0.629858 0.420882 0.334486 0.391926 0.38814 0.315504
threshold=0.30163500000000004 0.14271500000000001 -0.068254999999999982 0.14019000000000004 0.080200000000000007 0.12031000000000001 -0.0037799999999999995 -0.076539999999999983 1.0000000180025095e-35 -0.081069999999999989 -0.10417499999999999 0.089650000000000021 -0.068189999999999987 -0.44205499999999992 0.08734500000000002 0.10713500000000002 -0.026164999999999997 -0.051594999999999995 -0.0084449999999999994 -0.082264999999999991 0.083995000000000014 0.093840000000000021
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 2 7 11 5 6 16 8 10 -9 -1 15 -8 -11 -14 -2 -4 21 19 -12 -20 -15
right_child=3 -3 4 -5 -6 -7 12 9 -10 13 18 -13 14 17 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0015533495625537498 0.0007002826898896132 0.00047409562167413579 0.001725718255831476 8.5659548683535104e-05 0.0010536863722461435 0.00106000446129569 0.0022900306090938953 0.0013760564362061492 0.002587340725024586 0.0021434768460855771 0.0019803982709225691 0.00049219147315177829 0.0020648489682300111 0.0019988811126646906 0.0015520717322445375 0.0011659559267219598 0.0013234565715250961 0.0014976674141796169 0.0022437605662733767 0.0017553285971519102 0.001988860082067292 0.001735314971287904
leaf_weight=57 54 73 103 64 80 67 60 53 55 78 219 54 55 81 55 84 74 52 76 144 583 140
leaf_count=57 54 73 103 64 80 67 60 53 55 78 219 54 55 81 55 84 74 52 76 144 583 140
internal_value=0 0.00179229 0.00183963 0.000655945 0.00155373 0.00165027 0.00176414 0.00193144 0.00198195 0.00178959 0.00195105 0.000845856 0.00197884 0.00185193 0.00180878 0.000983991 0.00155774 0.00176851 0.0019732 0.00189121 0.00201831 0.00183208
internal_weight=0 2105 2032 256 494 414 347 1538 1134 404 1079 192 170 351 110 138 177 273 1022 363 659 221
internal_count=2361 2105 2032 256 494 414 347 1538 1134 404 1079 192 170 351 110 138 177 273 1022 363 659 221
is_linear=0
shrinkage=0.0032998


Tree=3873
num_leaves=15
num_cat=0
split_feature=39 4 13 16 51 51 147 43 4 13 16 4 51 4
split_gain=1.03354 0.689736 0.520423 0.564752 0.548824 0.890587 0.542977 0.43609 0.43011 0.374219 0.302782 0.283087 0.253865 0.0925089
threshold=0.11593500000000001 0.27161500000000005 -0.16392499999999996 -0.097499999999999989 0.12964000000000003 0.095820000000000016 0.086575000000000013 0.043850000000000007 0.06707500000000001 -0.092879999999999976 -0.42004999999999992 0.17982000000000001 0.091085000000000013 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 7 -5 12 -3 13 -10 -4 -11
right_child=-2 9 3 4 -6 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.00023714197476952693 -0.010234360955451915 -0.004700969445895967 0.03424084780676185 0.015395738626201364 0.027093497190251829 -0.0081880305594298434 -0.0029504498311695177 0.0066441443751627379 0.0055656481149383092 0.0098826131707335577 0.00055177711234039245 0.022224867731094937 0.019697682205337252 0.019975657369873362
leaf_weight=72 54 78 85 1350 83 54 53 184 54 52 68 63 58 53
leaf_count=72 54 78 85 1350 83 54 53 184 54 52 68 63 58 53
internal_value=0 0.0133003 0.0143175 0.0148275 0.0137222 0.0130448 0.0137684 0.0143472 0.0221502 0.00496115 0.00932786 0.0145514 0.0283548 0.0149943
internal_weight=0 2307 2056 1984 1724 1641 1587 1534 260 251 173 117 143 105
internal_count=2361 2307 2056 1984 1724 1641 1587 1534 260 251 173 117 143 105
is_linear=0
shrinkage=0.16829


Tree=3874
num_leaves=17
num_cat=0
split_feature=1 49 52 15 403 1209 151 16 1453 15 16 471 42 42 43 16
split_gain=1.7725 0.427428 0.550168 0.641887 0.386978 0.336984 0.34128 0.453717 0.413584 0.305712 0.323078 0.294512 0.227814 0.53448 0.143904 0.275537
threshold=0.11831500000000002 -0.046019999999999998 0.092650000000000024 -0.26826999999999995 -0.54045999999999983 -0.065739999999999979 0.086470000000000005 -0.097499999999999989 -0.013154999999999998 0.10896000000000002 0.0023100000000000004 1.0000000180025095e-35 0.086745000000000003 0.094095000000000012 0.024635000000000004 -0.49181999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 7 12 -9 11 -11 -10 14 -14 15 -7
right_child=1 2 -4 -5 5 6 -8 8 9 10 -12 -13 13 -15 -16 -17
leaf_value=0.025326299196700094 -0.014778620757210365 -0.0028912373629344785 -0.012672945078873612 0.01817876606939783 -0.00048899530723214596 0.015480788355008152 0.00054550614365931162 -0.00017821664108131667 0.01072637470584333 0.027407593234421511 0.01089452113023489 0.020986650072372555 0.00090246602057772398 0.023591481344412246 0.013982134732772615 0.02995381232882377
leaf_weight=63 58 93 58 73 60 62 68 81 1258 73 63 85 58 60 52 96
leaf_count=63 58 93 58 73 60 62 68 81 1258 73 63 85 58 60 52 96
internal_value=0 -0.00190008 0.00142652 0.00636366 0.0123128 0.0119052 0.0122863 0.0127082 0.0115089 0.0121502 0.0197714 0.0113771 0.0184069 0.0124545 0.021743 0.0242859
internal_weight=0 282 224 166 2079 2016 1956 1888 1560 1479 136 1343 328 118 210 158
internal_count=2361 282 224 166 2079 2016 1956 1888 1560 1479 136 1343 328 118 210 158
is_linear=0
shrinkage=0.16829


Tree=3875
num_leaves=16
num_cat=0
split_feature=4 15 41 11 13 0 4 4 48 0 0 4 15 4 0
split_gain=1.1617 1.41482 0.508017 0.580363 1.0407 0.406645 0.287481 0.560361 0.269348 0.529238 0.852424 0.261472 0.246594 0.224834 0.129456
threshold=0.41345000000000004 -0.42759999999999992 0.082095000000000015 1.0000000180025095e-35 0.085880000000000012 -0.068484999999999976 -0.44205499999999992 -0.071794999999999984 -0.023659999999999997 -0.15385999999999997 -0.13972999999999997 -0.039459999999999995 0.11377500000000002 0.059230000000000012 -0.087404999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 5 -5 8 -7 -8 -1 -10 -11 -9 -12 -13 -2
right_child=1 -3 -4 4 -6 6 7 11 9 10 12 13 -14 -15 -16
leaf_value=0.0017649790729936281 0.014673909976410954 -0.020063323813768554 -0.0040027651633266154 0.03706968007633258 0.0063171632226272142 0.013910388256127526 -0.0095903411525906663 0.014920567839012326 0.026227379802902753 -0.0061832842228137213 0.012341305088148291 -0.0024665818069700475 0.002317017542173656 0.010698859113929737 0.0033122973802040671
leaf_weight=86 54 84 71 62 63 79 80 75 66 79 1269 92 74 61 61
leaf_count=86 54 84 71 62 63 79 80 75 66 79 1269 92 74 61 61
internal_value=0 -0.00345369 0.00997804 0.0104548 0.0215848 0.00974438 0.00484868 0.00251858 0.0109469 0.0114764 0.0107905 0.00677521 0.0117903 0.00277064 0.00866294
internal_weight=0 199 2157 2086 125 1961 387 308 1574 1488 1422 228 1343 153 115
internal_count=2356 199 2157 2086 125 1961 387 308 1574 1488 1422 228 1343 153 115
is_linear=0
shrinkage=0.16829


Tree=3876
num_leaves=22
num_cat=0
split_feature=2 3 2 2 3 2 16 16 1453 43 50 3 50 48 16 3 3 123 160 43 16
split_gain=22.1689 6.71267 3.26712 2.80575 2.75741 1.88055 1.57868 0.839896 0.762156 0.68889 0.515222 0.602213 0.541488 0.458347 0.527467 0.738526 0.415298 0.404482 0.204511 0.16811 0.0642812
threshold=0.13880500000000004 -0.068254999999999982 -1.0000000180025095e-35 0.11342000000000001 0.045635000000000002 0.093365000000000017 -0.011989999999999999 -0.059624999999999991 -0.0067199999999999994 0.082870000000000013 0.041865000000000006 -0.096099999999999977 0.10883000000000001 0.093265000000000015 -0.14251999999999995 -0.1535 0.097710000000000005 1.0000000180025095e-35 -0.072664999999999993 -0.043589999999999997 -0.083104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 8 -2 6 -4 -3 -1 16 13 -12 19 14 -10 -16 17 -7 -14 -13 -18
right_child=4 2 5 -5 -6 9 -8 -9 10 -11 11 12 18 -15 15 -17 20 -19 -20 -21 -22
leaf_value=0.0020383731399293424 0.00066069432725775158 0.00052339261017036022 0.0014394764314692526 0.0011544377153684972 -0.0002554406131312675 0.0014414741328060544 0.0021016716024204072 0.0010901594912916032 0.0014700835869770083 0.0016059979391232055 0.0021612195669776027 0.0020062382475072157 0.0014440495496560232 0.0014460766185364546 0.0020446579371475571 0.0016982351903519126 0.00094815002768011659 0.0010986751132578913 0.0017385564722724328 0.0017881439404275475 0.0011165541034611455
leaf_weight=86 81 61 103 97 64 93 64 54 99 53 52 77 56 85 74 842 54 65 52 89 55
leaf_count=86 81 61 103 97 64 93 64 54 99 53 52 77 56 85 74 842 54 65 52 89 55
internal_value=0 0.00158827 0.00129078 0.00169956 0.000256088 0.001409 0.00169346 0.000789833 0.0017345 0.00126044 0.00171615 0.00183258 0.00177008 0.00168162 0.00170131 0.00172626 0.00119171 0.00130067 0.00158618 0.00188952 0.00103345
internal_weight=0 2211 602 1609 145 487 167 115 1512 320 1426 326 274 1100 1015 916 267 158 108 166 109
internal_count=2356 2211 602 1609 145 487 167 115 1512 320 1426 326 274 1100 1015 916 267 158 108 166 109
is_linear=0
shrinkage=0.0032998


Tree=3877
num_leaves=14
num_cat=0
split_feature=1 1425 11 1 15 133 456 9 133 403 403 403 42
split_gain=1.95292 0.542965 0.736265 0.574302 0.568007 0.432594 0.451382 0.439574 0.444559 0.300928 0.623097 0.472976 0.216106
threshold=0.14262000000000002 0.082985000000000017 0.086080000000000018 0.087840000000000015 0.12011500000000001 -0.088004999999999986 0.060100000000000008 -1.0000000180025095e-35 0.091535000000000019 -0.23730999999999999 -0.11087499999999999 -0.087809999999999985 0.086355000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -5 7 -7 -9 12 -11 -12 -1
right_child=-2 -3 -4 5 -6 6 -8 8 -10 10 11 -13 -14
leaf_value=0.01213099144117436 -0.017206265945549401 0.026395376601398315 -0.0067569144553799145 0.019469475786150291 -0.0052685091721838568 -0.01128532760611544 0.018776211216184432 0.002665842887700207 0.0151897816800158 0.031206099466455195 -0.0011375054451122522 0.013214161161846611 -0.001421263067256828
leaf_weight=61 81 52 81 61 54 53 59 494 96 52 69 1070 73
leaf_count=61 81 52 81 61 54 53 59 494 96 52 69 1070 73
internal_value=0 0.00937865 0.00897979 0.00957571 0.0116268 0.00586638 0.00468179 0.00338573 0.00470668 0.0123167 0.0131682 0.0123432 0.00473464
internal_weight=0 2275 2223 2142 1379 763 702 643 590 1325 1191 1139 134
internal_count=2356 2275 2223 2142 1379 763 702 643 590 1325 1191 1139 134
is_linear=0
shrinkage=0.16829


Tree=3878
num_leaves=16
num_cat=0
split_feature=1 1456 41 3 12 159 0 42 3 3 1 51 1 3 3
split_gain=1.3511 0.396195 0.342546 0.427203 0.465531 0.449702 0.654774 0.321762 0.323197 0.59814 0.514244 0.302078 0.254294 0.4616 0.187697
threshold=0.14262000000000002 -0.15824499999999997 0.083525000000000016 -0.072419999999999984 -0.096989999999999979 -0.032739999999999991 -0.086409999999999987 0.11573500000000002 0.091170000000000015 -0.0035149999999999995 0.10244000000000002 0.081440000000000026 0.11230000000000001 -0.13392999999999997 -0.083344999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 9 -6 -10 12 13 -7 -13
right_child=-2 2 -4 4 7 11 -8 -9 10 -11 -12 14 -14 -15 -16
leaf_value=0.021670761431005096 -0.014310626734234224 0.0060093358233982491 -0.0037198079228055437 0.019160999162599664 0.0031717539088467997 0.019624960460886489 0.026240891270725927 -0.0095329945983834846 -0.011531855477582604 0.018740066860636832 0.0061771444098017627 -0.0057826545847561601 -0.0006266642508208621 0.008585217668956294 0.0071580680428317937
leaf_weight=57 81 82 75 55 283 121 102 53 82 93 107 65 70 968 62
leaf_count=57 81 82 75 55 283 121 102 53 82 93 107 65 70 968 62
internal_value=0 0.00780058 0.00744332 0.00783485 0.00431824 0.00944361 0.0172344 0.00299438 0.00417269 0.00702721 -0.00149662 0.00832751 0.0091814 0.00981351 0.000520717
internal_weight=0 2275 2218 2143 673 1470 184 618 565 376 189 1286 1159 1089 127
internal_count=2356 2275 2218 2143 673 1470 184 618 565 376 189 1286 1159 1089 127
is_linear=0
shrinkage=0.16829


Tree=3879
num_leaves=21
num_cat=0
split_feature=1 1 52 39 2 50 1 3 2 2 0 14 4 1429 16 15 15 15 15 52
split_gain=31.6647 8.0515 4.43164 3.50499 3.3822 3.04672 1.77185 1.51651 1.50732 2.18103 1.99537 1.31697 0.850599 1.09598 0.790863 1.2047 0.622497 0.609374 0.585535 0.406942
threshold=0.10538500000000002 0.14741000000000001 -0.40011499999999994 0.081875000000000017 0.10836000000000003 0.041865000000000006 0.093205000000000024 0.092330000000000009 0.114805 -1.0000000180025095e-35 -0.12608499999999997 0.062655000000000016 1.0000000180025095e-35 0.086095000000000019 0.0023100000000000004 -0.058234999999999988 -0.081479999999999983 -0.097499999999999989 -0.020429999999999997 1.0000000180025095e-35
decision_type=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 4 7 8 -5 11 9 -4 -11 12 13 18 -6 -16 19 -10 -1 -14
right_child=1 -3 5 6 14 -7 -8 -9 17 10 -12 -13 16 -15 15 -17 -18 -19 -20 -21
leaf_value=0.002242669711305283 0.0023833940530295127 0.00017831686200528308 0.0010013281758203922 0.0021165988428719839 0.0021600336933146301 0.0020253710507069193 0.001264370539689515 0.0019027110534357741 0.0011614243180756013 0.0012712077718898603 0.0021714010140184105 0.0028658367121775843 0.0021555209644217618 0.0028708581010934739 0.0020555669299173146 0.0013646114420650449 0.0019315543447700704 0.00071365461291424093 0.0024264422757683838 0.0024865698441667011
leaf_weight=248 54 57 74 55 76 65 52 73 83 52 56 62 95 54 57 54 72 56 886 75
leaf_count=248 54 57 74 55 76 65 52 73 83 52 56 62 95 54 57 54 72 56 886 75
internal_value=0 0.00134593 0.00149711 0.00228379 0.00231925 0.00137303 0.00170276 0.00236946 0.00124082 0.00143885 0.0017383 0.00239227 0.00237171 0.00240834 0.00189887 0.00171974 0.00219178 0.000981281 0.00238628 0.00230178
internal_weight=0 497 440 1859 1752 386 107 1565 321 182 108 1492 1430 1188 187 111 242 139 1134 170
internal_count=2356 497 440 1859 1752 386 107 1565 321 182 108 1492 1430 1188 187 111 242 139 1134 170
is_linear=0
shrinkage=0.0032998


Tree=3880
num_leaves=17
num_cat=0
split_feature=3 16 132 3 1 3 3 4 50 15 1 16 51 12 1 43
split_gain=0.409178 0.582114 0.39047 0.482448 0.57818 0.531837 0.404196 0.389539 0.347778 0.712527 0.392414 0.332249 0.323565 0.285999 0.268858 0.2249
threshold=0.149315 -0.17699999999999996 0.088210000000000011 -0.14070999999999997 0.10720500000000001 -0.096099999999999977 -0.092714999999999978 -0.37626499999999991 0.10883000000000001 -0.01163 0.093505000000000019 0.14091500000000004 0.091085000000000013 0.092655000000000015 0.097480000000000011 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 11 13 -4 -7 10 -10 12 -1 -9 -5 -12 -8
right_child=1 -3 6 5 -6 7 15 8 9 -11 14 -13 -14 -15 -16 -17
leaf_value=0.019898012944660044 0.013035155095863634 -0.010445969239234592 -0.0089189989531096529 -0.007510481626311568 0.03302100469004584 0.022560211315393833 0.00026833441729536955 0.011950257269205431 0.011386246380314137 -0.011928209786907784 -0.0046884804542722761 0.0028203683752286292 0.025587657346342416 0.0070531869748116562 0.0081266998349674678 0.015545806495334671
leaf_weight=77 54 67 59 70 57 76 52 1037 100 59 55 56 52 84 290 58
leaf_count=77 54 67 59 70 57 76 52 1037 100 59 55 56 52 84 290 58
internal_value=0 1.83625e-05 0.0100873 0.0107398 0.0188204 0.00989666 0.00230408 0.0107699 0.0102062 0.00272367 0.0110346 0.0127209 0.0126031 0.000421671 0.00607849 0.00834006
internal_weight=0 121 2182 2013 190 1823 169 1669 1593 159 1434 133 1089 154 345 110
internal_count=2303 121 2182 2013 190 1823 169 1669 1593 159 1434 133 1089 154 345 110
is_linear=0
shrinkage=0.16829


Tree=3881
num_leaves=19
num_cat=0
split_feature=1 52 1 124 10 150 14 52 11 49 49 474 1 48 1 43 49 43
split_gain=29.313 6.95977 4.02713 2.48806 1.71038 1.4407 1.13018 1.0911 0.602579 0.535083 0.719193 0.515125 0.80044 0.458433 0.289348 0.259491 0.358781 0.0499332
threshold=0.10491000000000002 -0.29521499999999995 0.12394500000000001 -0.076779999999999987 -1.0000000180025095e-35 0.083205000000000015 0.054835000000000009 -0.023474999999999996 0.079300000000000009 0.11530000000000001 0.047620000000000003 0.084660000000000027 1.0000000180025095e-35 0.082225000000000006 0.13976500000000003 -0.082739999999999994 0.093600000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 -4 7 8 -3 9 10 11 13 -13 -5 -6 -12 -17 -9
right_child=1 2 4 6 14 -7 -8 17 -10 -11 15 12 -14 -15 -16 16 -18 -19
leaf_value=0.001039698921553113 0.0017742903280920943 0.00066651974058170758 -0.00027721183938332687 0.0016717476089823304 0.00029372226918203306 0.00048708816296692007 0.0020661140191764469 0.0013086393638713082 0.0012773544495980444 0.0013974627090058255 0.0020054650574104467 0.0016957666393086787 0.001131954734917575 0.0014800003863145079 0.00059308982572437309 0.0019047255069241393 0.0016204560507787574 0.0011558210112553524
leaf_weight=77 60 57 53 975 89 76 68 54 52 94 62 54 57 162 59 95 105 54
leaf_count=77 60 57 53 975 89 76 68 54 52 94 62 54 57 162 59 95 105 54
internal_value=0 0.000719454 0.000576184 0.00162128 0.000231052 0.000863887 0.00164724 0.00103723 0.00163002 0.00164143 0.00165659 0.00162333 0.00140656 0.00164446 0.000413303 0.00181491 0.00175566 0.00123256
internal_weight=0 502 442 1801 201 241 1724 165 1656 1604 1510 1248 111 1137 148 262 200 108
internal_count=2303 502 442 1801 201 241 1724 165 1656 1604 1510 1248 111 1137 148 262 200 108
is_linear=0
shrinkage=0.0032998


Tree=3882
num_leaves=19
num_cat=0
split_feature=4 39 2 49 0 160 13 2 13 158 157 403 0 160 4 51 4 160
split_gain=15.9444 7.53259 4.81603 2.93506 1.76424 1.05275 0.97812 0.81862 0.786451 0.704934 0.747169 0.639282 0.752958 0.534815 0.4392 0.324829 0.388204 0.25612
threshold=0.30163500000000004 0.081875000000000017 0.10222000000000002 -0.046979999999999987 -0.10075499999999998 -0.0031399999999999996 -0.14545999999999995 0.096015000000000017 -1.0000000180025095e-35 0.07968500000000002 -0.082294999999999993 -0.54045999999999983 -0.076539999999999983 -0.087429999999999994 0.42405000000000009 -1.0000000180025095e-35 -0.0073899999999999999 0.085755000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 14 -5 -1 -3 -6 10 13 -12 -13 -8 -2 -7 -17 -11
right_child=4 7 3 5 8 15 9 -9 -10 17 11 12 -14 -15 -16 16 -18 -19
leaf_value=0.0023595218262344921 0.00098508798349185561 0.0013428254934013614 0.00083011833342817214 0.0012765132409920006 0.00044198154120282695 0.0018813344266258218 0.0018577233204031126 0.00088940151277428132 0.00095027109896306282 0.0022312173477872814 0.0021754770474384658 0.0018676716044986339 0.001647577259173306 0.0022648314199383637 0.0014157013896921962 0.0017599500234749983 0.0014006255418705211 0.0019349117024966519
leaf_weight=52 52 86 61 74 87 95 62 89 54 88 61 891 213 86 53 92 53 54
leaf_count=52 52 86 61 74 87 95 62 89 54 88 61 891 213 86 53 92 53 54
internal_value=0 0.00176778 0.0018287 0.00149364 0.000878575 0.00162243 0.00191205 0.00111243 0.000636895 0.00189604 0.00187192 0.00184361 0.00182524 0.00209452 0.00120278 0.00172894 0.00162885 0.00211879
internal_weight=0 2057 1882 375 246 314 1507 175 141 1455 1313 1165 1104 148 105 240 145 142
internal_count=2303 2057 1882 375 246 314 1507 175 141 1455 1313 1165 1104 148 105 240 145 142
is_linear=0
shrinkage=0.0032998


Tree=3883
num_leaves=14
num_cat=0
split_feature=0 12 457 0 15 43 52 13 1212 1210 13 133 42
split_gain=0.605855 0.734464 0.396698 0.704628 0.854263 0.424241 0.357692 0.506341 0.453206 0.523298 0.41368 0.342194 0.326123
threshold=0.14486500000000005 -0.14765999999999999 0.080930000000000016 -0.17785499999999996 -0.45015499999999992 -0.017259999999999998 0.088555000000000009 -0.011269999999999997 0.089785000000000018 -0.081959999999999991 -0.050149999999999993 -0.0036349999999999998 -0.0015249999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 8 10 9 -6 -8 -9 -10
right_child=-2 2 5 4 6 -7 7 11 12 -11 -12 -13 -14
leaf_value=0.029502551820664306 -0.0070755632193370242 0.025110428621978719 0.0099188472820446461 -0.00680399143340222 0.029264022264853123 -0.0070249347015573496 0.0080190956697202501 -0.012202813283327472 0.011746469108842514 0.012445183334945082 0.024232374633513173 0.0046248243534319951 -0.0061348794785625665
leaf_weight=57 56 93 93 81 55 76 286 52 54 1185 53 100 62
leaf_count=57 56 93 93 81 55 76 286 52 54 1185 53 100 62
internal_value=0 0.0106267 0.0101346 0.0107898 0.0100981 0.00228853 0.0108403 0.00693994 0.0122513 0.0131926 0.0105592 -0.00112018 0.00217371
internal_weight=0 2247 2190 2021 1928 169 1847 491 1356 1240 339 152 116
internal_count=2303 2247 2190 2021 1928 169 1847 491 1356 1240 339 152 116
is_linear=0
shrinkage=0.16829


Tree=3884
num_leaves=25
num_cat=0
split_feature=1 52 3 39 4 1 14 52 16 3 160 3 1 1 13 16 50 3 13 13 1429 4 402 52
split_gain=21.3536 5.69899 2.5324 2.05396 1.9396 1.51168 1.21804 0.962617 0.854315 0.577913 2.34072 0.661971 0.638233 0.534882 0.500723 0.542425 0.416589 0.414136 0.363787 0.594871 0.253902 0.194592 0.186037 0.0692771
threshold=0.10491000000000002 -0.29521499999999995 -0.049204999999999992 0.081875000000000017 0.41257000000000005 0.11695500000000002 0.054835000000000009 0.05118000000000001 -0.15796999999999997 -0.096099999999999977 -0.020839999999999994 -0.076554999999999998 0.079415000000000013 0.10962000000000001 -0.036584999999999993 -0.029084999999999996 0.10883000000000001 -0.10237999999999998 -0.059914999999999989 0.0037100000000000002 0.083985000000000018 -0.17689999999999997 0.11232500000000002 0.10096500000000001
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 4 6 -3 13 9 8 -7 10 -1 16 18 -4 -14 -16 20 21 23 -20 22 -12 -11 -13
right_child=1 2 5 -5 -6 7 -8 -9 -10 11 17 12 14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00080661720478801319 0.001747745091374029 0.0013855842582464789 0.00055324615119684581 0.0010894616245016914 0.00055925565298892881 0.0004307765481023123 0.0020204689463413478 0.00065388034533009559 -0.00010186684556739889 0.0016343545082036152 0.0018446693350040327 0.0015840211453252186 0.0013659788868643356 0.0010036192007480953 0.0014982197293430255 0.0019389695411845527 0.0014153188589585519 0.0013483381606144292 0.0010607026791331436 0.0015243679058022327 0.0018634468120944324 0.001581007940913986 0.0018248617928363444 0.0014152252705823605
leaf_weight=53 60 77 53 95 52 65 69 65 66 758 57 67 53 64 54 73 81 54 74 52 68 74 64 55
leaf_count=53 60 77 53 95 52 65 69 65 66 758 57 67 53 64 54 73 81 54 74 52 68 74 64 55
internal_value=0 0.000793118 0.000663451 0.00156287 0.00105276 0.000502887 0.00158922 0.000325406 0.000162153 0.00157102 0.00141936 0.00159679 0.00148781 0.000799905 0.00163842 0.00175184 0.00164479 0.00159471 0.00137835 0.00125234 0.00166564 0.001696 0.00164923 0.00150821
internal_weight=0 502 442 1801 129 313 1706 196 131 1637 238 1399 428 117 180 127 971 185 248 126 890 131 822 122
internal_count=2303 502 442 1801 129 313 1706 196 131 1637 238 1399 428 117 180 127 971 185 248 126 890 131 822 122
is_linear=0
shrinkage=0.0032998


Tree=3885
num_leaves=21
num_cat=0
split_feature=4 12 12 123 51 52 12 15 52 4 0 11 12 157 1455 11 0 13 4 0
split_gain=17.5321 8.71259 2.68407 1.85821 1.95899 1.71073 0.95833 0.843656 0.800218 1.63523 0.669067 0.616747 0.683855 0.849589 0.498268 0.396668 0.381015 0.327818 0.321579 0.690285
threshold=0.41181500000000004 0.077755000000000005 0.11930500000000001 0.081990000000000021 -0.092119999999999994 0.026115000000000003 -0.042789999999999988 -0.42759999999999992 -0.085009999999999988 -1.0000000180025095e-35 -0.072364999999999985 0.079915000000000014 0.091325000000000003 -0.0074399999999999996 -0.0059749999999999985 0.08776500000000001 -0.096594999999999986 0.0083850000000000018 -0.087839999999999988 -0.10120999999999998
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 -1 8 -2 -8 -6 -10 -5 12 14 -14 -3 -13 -15 -18 -16 -20
right_child=6 2 -4 10 5 -7 7 -9 9 -11 -12 15 13 16 18 -17 17 -19 19 -21
leaf_value=0.0015445135124126108 0.00012658661679900899 0.0012500359725131176 0.00089887936852310179 0.00081405984071780972 0.0011193933386871408 0.0013608316867464608 0.00087118248527503237 0.00029156664722328505 0.00019669812300746907 0.00093488878068109012 0.00031645746344014262 0.0019199282069460924 0.0010338721566312381 0.0011775423883369387 0.0017720158791130649 0.0015334618077695202 0.0015141499678935919 0.0013106432621900173 0.0011744221643833694 0.0015608965879512014
leaf_weight=75 102 65 88 67 52 75 53 57 55 81 53 58 67 59 69 61 348 119 55 710
leaf_count=75 102 65 88 67 52 75 53 57 55 81 53 58 67 59 69 61 348 119 55 710
internal_value=0 0.00135213 0.00146106 0.00094799 0.00107336 0.000938863 0.000357426 0.000571156 0.000770337 0.000636615 0.000594579 0.00149174 0.00147335 0.00138574 0.0015311 0.00172212 0.00143049 0.00146237 0.00155296 0.00153316
internal_weight=0 2157 1699 458 338 263 212 110 188 136 120 1611 1492 593 899 119 526 467 834 765
internal_count=2369 2157 1699 458 338 263 212 110 188 136 120 1611 1492 593 899 119 526 467 834 765
is_linear=0
shrinkage=0.0032998


Tree=3886
num_leaves=19
num_cat=0
split_feature=1 12 2 2 12 16 2 1429 133 1 2 16 1 1446 159 16 159 2
split_gain=39.3243 8.05195 5.65223 2.83434 2.44211 2.43571 1.69355 1.16211 1.41648 0.887327 0.803558 0.663999 0.915663 0.874885 0.667615 1.01151 0.827311 0.573439
threshold=0.10335000000000001 -1.0000000180025095e-35 0.13775000000000001 0.12454500000000002 -0.029844999999999997 -0.41163499999999992 0.11043500000000002 0.084690000000000015 0.083700000000000011 0.11249000000000002 0.13880500000000004 0.25032500000000008 0.082615000000000008 0.092750000000000013 0.081925000000000012 -0.42372999999999994 0.089535000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 5 4 -1 -3 9 11 -9 -7 17 13 -13 14 15 -6 -16 -2
right_child=1 2 -4 -5 7 6 -8 8 -10 -11 -12 12 -14 -15 16 -17 -18 -19
leaf_value=0.0015869767547331019 0.00049295354433021563 0.0011331234999981522 0.00046634637029842958 0.0013582170536170352 0.0017026429258438559 0.0022852292198523609 0.0013775285555719826 0.0014917612896762559 0.0021945401022282983 0.0017401238330155785 0.00022090071972020417 0.0017226040028645512 0.0022738527714500261 0.0026093625744608288 0.0027224816919205076 0.0021766668489649624 0.0022299052408464152 0.00090684950133627224
leaf_weight=87 75 90 59 54 52 65 72 62 64 67 53 78 58 56 53 1120 132 72
leaf_count=87 75 90 59 54 52 65 72 62 64 67 53 78 58 56 53 1120 132 72
internal_value=0 0.0010995 0.00139928 0.00210469 0.00212755 0.00158638 0.00178618 0.0021556 0.00184901 0.00200881 0.000570214 0.00218052 0.00195795 0.00220192 0.00218508 0.00215567 0.00237121 0.000695918
internal_weight=0 553 353 1816 1762 294 204 1675 126 132 200 1549 136 1413 1357 1172 185 147
internal_count=2369 553 353 1816 1762 294 204 1675 126 132 200 1549 136 1413 1357 1172 185 147
is_linear=0
shrinkage=0.0032998


Tree=3887
num_leaves=20
num_cat=0
split_feature=4 2 12 2 2 11 15 2 51 51 16 1429 159 4 4 13 159 13 4
split_gain=38.8529 15.6264 8.95688 4.84591 4.98506 2.54108 4.01847 2.52017 1.73109 1.19684 0.978196 0.992173 0.872762 0.83715 0.765585 0.589833 0.400309 0.24985 0.140975
threshold=0.30163500000000004 0.13388500000000003 0.077755000000000005 0.10859000000000001 -0.0091949999999999983 1.0000000180025095e-35 0.029300000000000003 0.13443000000000002 -0.09193999999999998 0.0033150000000000007 0.21684500000000004 0.083810000000000009 0.0055900000000000004 0.046720000000000005 -9.4999999999999992e-05 -0.07236999999999999 0.089755000000000015 -0.053824999999999991 -0.027119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 -7 15 -6 14 11 12 13 -4 -10 -2 -14 18 -12
right_child=7 -3 5 -5 8 6 -8 -9 9 -11 17 -13 16 -15 -16 -17 -18 -19 -20
leaf_value=0.0010738369980505165 0.00079714583480201536 0.00089846229100972765 0.0023654050669331163 0.0010957690412483683 0.0026700348767840416 0.0023500075223664642 0.0034865103371730763 0.00032463755158350274 0.0015567334059480838 0.0023782023051592345 0.0022895851874545248 0.002026228042777618 0.0028441620396009617 0.0020470026499189494 0.0021073383045893215 0.001196938554908984 0.0024803948328063468 0.0018900116025347977 0.0020395245798058258
leaf_weight=53 68 98 977 85 62 92 54 80 59 67 55 101 52 101 53 101 101 57 53
leaf_count=53 68 98 977 85 62 92 54 80 59 67 55 101 52 101 53 101 101 57 53
internal_value=0 0.00218591 0.00224829 0.00179063 0.0019914 0.00235384 0.0027706 0.000807784 0.00219304 0.00202763 0.00231317 0.00234306 0.00236903 0.00233561 0.0018176 0.00103628 0.00260426 0.00207166 0.0021672
internal_weight=0 2120 2022 379 294 1643 146 249 241 179 1497 1332 1231 1078 112 169 153 165 108
internal_count=2369 2120 2022 379 294 1643 146 249 241 179 1497 1332 1231 1078 112 169 153 165 108
is_linear=0
shrinkage=0.0032998


Tree=3888
num_leaves=25
num_cat=0
split_feature=4 12 2 2 39 2 4 12 4 4 2 15 4 15 43 4 15 12 16 1429 12 12 2 2
split_gain=44.6526 18.6104 9.50174 6.3876 5.42747 2.29669 1.71892 1.24534 1.2379 1.21135 1.07588 1.03547 0.747254 0.950494 0.938798 0.716587 0.679775 0.530698 0.467676 0.756346 0.348335 0.226276 0.119182 0.117078
threshold=0.30163500000000004 0.054520000000000006 0.10803500000000001 0.12454500000000002 0.085345000000000018 0.14062000000000005 -0.030434999999999993 0.087805000000000008 -0.024114999999999994 -0.08916499999999998 0.090605000000000005 -0.45726999999999995 -0.0072499999999999995 -0.083029999999999979 -0.12584499999999996 -0.079764999999999989 -0.10981499999999998 0.087400000000000019 -0.011859999999999997 0.083780000000000007 0.098150000000000015 0.086700000000000013 0.096425000000000025 0.11225500000000001
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 2 4 7 6 11 -1 9 -4 -3 -8 -2 13 -9 -15 -16 -14 18 21 -20 22 -11 -18 -13
right_child=5 3 8 -5 -6 -7 10 12 -10 17 -12 23 16 14 15 -17 20 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0021944030268340612 0.00078767333665103129 0.0026080801736857429 0.00091534043846674799 0.00086532350386223848 0.00089610962492964489 -0.00023617329107573378 0.0019110843079662581 0.0024291524230192125 0.00027626381254401857 0.0021623927549699359 0.0012398595845645739 0.00018389833550524887 0.0021278104058412555 0.0016549234788565562 0.0021642587253268967 0.0019228921952987831 0.0018990759344558112 0.002400838732845269 0.0020560835003218475 0.001576420001917912 0.0015464696502240235 0.0019271228955634462 0.0017058127134409419 0.00040407514645423307
leaf_weight=91 84 53 52 55 94 58 52 52 91 275 53 52 56 94 217 367 87 53 116 53 84 57 68 55
leaf_count=91 84 53 52 55 94 58 52 52 91 275 53 52 56 94 217 367 87 53 116 53 84 57 68 55
internal_value=0 0.00181584 0.00120538 0.00197251 0.00154869 0.000338508 0.00186148 0.0020098 0.000508902 0.00212884 0.00157261 0.000513203 0.00193927 0.00199634 0.0019631 0.00201264 0.0017979 0.00208293 0.00204923 0.00190586 0.00172046 0.00212211 0.00181452 0.000297403
internal_weight=0 2120 433 1687 290 249 196 1632 143 607 105 191 1025 730 678 584 295 554 501 169 239 332 155 107
internal_count=2369 2120 433 1687 290 249 196 1632 143 607 105 191 1025 730 678 584 295 554 501 169 239 332 155 107
is_linear=0
shrinkage=0.0032998


Tree=3889
num_leaves=21
num_cat=0
split_feature=2 12 15 15 12 123 133 0 4 15 3 0 43 12 1429 1209 15 2 4 12
split_gain=1.34885 0.732472 0.409648 1.06898 0.684268 0.411198 0.478548 0.439967 0.389504 0.560879 0.283835 0.435648 0.665513 0.422898 0.306638 0.224554 0.271244 0.360239 0.202128 0.191066
threshold=0.13443000000000002 0.083885000000000015 0.035560000000000008 -0.0070899999999999991 0.081095000000000014 0.085740000000000011 -1.0000000180025095e-35 -0.082064999999999985 0.50569000000000008 -0.04174499999999999 -0.15680499999999997 -0.060199999999999997 -0.078409999999999994 0.09567500000000001 0.086650000000000019 -0.077874999999999986 -0.10981499999999998 0.096425000000000025 -0.0099999999999999985 0.090535000000000018
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 2 3 5 -4 6 -1 18 9 -2 13 14 -13 -3 15 -12 19 -18 -8 -17
right_child=8 10 4 -5 -6 -7 7 -9 -10 -11 11 12 -14 -15 -16 16 17 -19 -20 -21
leaf_value=-0.00066088166191983426 0.014783666319086492 0.035084706208612197 0.03071986917860042 -0.0084234407517456509 0.004329276692329344 -0.00056547460182965637 0.021251105313942007 0.028642433877981308 -0.013543542573549922 -0.0080403590249581679 0.027381266366554097 -0.0088485881339455084 0.016272294620566355 0.013543607336775147 0.0037320106833298025 0.016939537103057383 0.016668866520804512 0.0083731285687650651 0.0095900082569165285 0.031212223799511812
leaf_weight=58 63 52 59 102 53 74 57 62 53 59 53 52 70 52 55 53 944 177 166 55
leaf_count=58 63 52 59 102 53 74 57 62 53 59 53 52 70 52 55 53 944 177 166 55
internal_value=0 0.0138531 0.00900703 0.00700948 0.0182475 0.0107888 0.0132436 0.0160796 -0.00149039 0.00373109 0.0158084 0.0151997 0.00555031 0.0243314 0.0160788 0.0166071 0.016141 0.0153606 0.0125787 0.0242247
internal_weight=0 2194 631 519 112 417 343 285 175 122 1563 1459 122 104 1337 1282 1229 1121 223 108
internal_count=2369 2194 631 519 112 417 343 285 175 122 1563 1459 122 104 1337 1282 1229 1121 223 108
is_linear=0
shrinkage=0.16829


Tree=3890
num_leaves=14
num_cat=0
split_feature=10 41 13 1455 48 1 49 3 49 12 1429 3 13
split_gain=0.781782 1.09585 0.720773 0.362126 0.470812 0.316664 0.270618 0.39607 0.706823 0.349494 0.322949 0.530532 0.0956209
threshold=-1.0000000180025095e-35 0.07831500000000001 -0.15569499999999997 -0.072959999999999983 0.12230500000000001 0.11846000000000002 -0.0097399999999999987 -0.083134999999999987 -0.062709999999999974 0.085905000000000023 0.085435000000000011 0.077930000000000013 -0.43167499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 12 -4 6 -1 7 9 -9 -5 11 -8 -2
right_child=1 -3 3 4 -6 -7 10 8 -10 -11 -12 -13 -14
leaf_value=0.0064891759738676998 -0.0061192343946294041 0.030373802628087785 0.023971495979643761 0.0079446511998236286 -0.0033349140123576679 -0.011099891781526599 0.012809151695132019 0.020787497333362149 -0.0024842080488935063 -0.010114790450796211 0.0027767743271050844 0.02644221697076567 0.0035942311279346466
leaf_weight=60 61 90 71 71 57 56 1425 108 56 53 83 86 54
leaf_count=60 61 90 71 71 57 56 1425 108 56 53 83 86 54
internal_value=0 0.012173 0.0114013 0.0121428 0.0117087 -0.00198661 0.0121653 0.00740321 0.0128301 0.000211208 0.0130246 0.0135863 -0.00154251
internal_weight=0 2215 2125 2010 1939 116 1882 288 164 124 1594 1511 115
internal_count=2331 2215 2125 2010 1939 116 1882 288 164 124 1594 1511 115
is_linear=0
shrinkage=0.16829


Tree=3891
num_leaves=16
num_cat=0
split_feature=150 3 15 159 159 160 160 131 15 131 15 16 16 16 42
split_gain=0.931648 1.01842 0.508332 0.358217 0.421349 0.317337 0.476503 0.394234 0.515073 0.399861 0.315145 0.5224 0.246314 0.143536 0.100895
threshold=0.089155000000000012 -0.13088999999999998 -0.036064999999999993 -0.41538999999999998 -0.13283499999999995 -0.51927999999999985 -0.11051499999999999 0.091885000000000008 -0.23488499999999998 0.11573500000000002 -0.097269999999999981 0.064610000000000015 -0.0090499999999999973 -0.088734999999999994 0.088775000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 13 14 -5 -6 -7 8 -8 -9 -1 -12 -4 -2 -3
right_child=2 3 12 4 5 6 7 9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.033206990255278915 -0.01462477209783998 0.024174999023573396 0.015626969207503047 -0.0060727766325905938 0.02132744798984779 -0.0025250916506074209 -0.0037405416780644614 0.022168390537165173 0.0094072121513434463 0.0060793244946775104 0.0076115334289457003 0.027227228703145107 -0.00072166603874756455 -0.0024494926874801628 0.013617438539639705
leaf_weight=52 59 53 52 52 60 98 90 128 1309 67 73 82 52 52 52
leaf_count=52 59 53 52 52 60 98 90 128 1309 67 73 82 52 52 52
internal_value=0 0.0106106 -0.0010091 0.00939321 0.00883518 0.00927868 0.00885036 0.00955085 0.00856011 0.0166496 0.0218291 0.0180005 0.00743538 -0.00893722 0.0189636
internal_weight=0 2116 215 1909 1804 1752 1692 1594 1399 195 207 155 104 111 105
internal_count=2331 2116 215 1909 1804 1752 1692 1594 1399 195 207 155 104 111 105
is_linear=0
shrinkage=0.16829


Tree=3892
num_leaves=24
num_cat=0
split_feature=1 52 2 2 52 16 1 0 376 16 1 1 0 2 0 43 474 50 393 403 2 0 52
split_gain=13.2375 4.18719 1.75435 1.04459 0.882595 0.853397 1.93413 2.07427 0.839492 0.772052 1.29143 0.633164 0.608445 0.578037 0.508333 0.420556 0.403442 0.637378 0.303067 0.325564 0.263363 0.274075 0.083154
threshold=0.10538500000000002 -0.40011499999999994 0.13775000000000001 0.092155000000000015 0.31351000000000001 0.31615500000000002 0.089710000000000026 -0.049024999999999992 0.080200000000000007 -0.010379999999999999 0.11323000000000001 0.076010000000000008 -0.10324499999999999 -0.007134999999999999 -0.061654999999999995 0.0054600000000000004 0.086515000000000009 0.10583000000000002 0.088255000000000014 0.085515000000000022 0.087645000000000015 -0.084369999999999987 0.093245000000000008
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 8 13 5 6 7 12 9 10 -3 -7 -5 -1 -4 16 17 18 19 -15 21 -17 -14
right_child=1 2 14 4 -6 11 -8 -9 -10 -11 -12 -13 22 15 -16 20 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0010590419053744062 0.0015826405620472581 0.0013197330176225157 0.00047164347871579064 0.0016361752118039148 0.0015437623240892996 0.0012390923474709305 0.00061186568876786984 0.00064064776991952499 0.000381859043938811 0.00058069838218136765 0.00072861580603717879 0.0016970013891892844 0.001199663323815977 0.0013972893596641354 3.6058859497891431e-05 0.0015284244551724215 0.0012333434625985558 0.0017699744065887433 0.0016798450474087955 0.0016103848295020693 0.0010811523087923102 0.0011994800336386051 0.0013416298165159874
leaf_weight=52 56 67 67 58 88 93 71 57 55 88 102 52 134 681 52 55 92 70 55 91 58 59 78
leaf_count=52 56 67 67 58 88 93 71 57 55 88 102 52 134 681 52 55 92 70 55 91 58 59 78
internal_value=0 0.000733386 0.00062296 0.00134524 0.00123587 0.00118591 0.00110653 0.00121383 0.000753046 0.000832346 0.000963173 0.00140355 0.00133471 0.0014021 0.0002816 0.00141744 0.00144388 0.00146543 0.00143961 0.00142245 0.00126517 0.00135849 0.00125206
internal_weight=0 487 431 1844 631 543 398 327 312 257 169 145 270 1213 119 1161 989 897 827 772 172 114 212
internal_count=2331 487 431 1844 631 543 398 327 312 257 169 145 270 1213 119 1161 989 897 827 772 172 114 212
is_linear=0
shrinkage=0.0032998


Tree=3893
num_leaves=17
num_cat=0
split_feature=160 41 12 0 43 48 15 15 52 49 1454 483 13 43 51 11
split_gain=0.555176 0.576662 0.750944 0.934571 0.828508 0.736646 0.418382 0.609723 0.381014 0.373704 0.384 0.562547 0.345459 0.304639 0.621768 0.304361
threshold=-0.53908999999999996 0.082735000000000017 0.083425000000000013 0.057400000000000007 -0.097279999999999991 0.10184000000000001 -0.14820999999999998 -0.43457999999999991 0.0085900000000000021 -0.047749999999999994 0.079885000000000012 -0.094369999999999996 -0.081629999999999994 -0.085054999999999978 -1.0000000180025095e-35 0.077695000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -8 12 11 -11 -4 14 -13 -15
right_child=1 -3 9 -5 5 -7 8 -9 -10 10 -12 13 -14 15 -16 -17
leaf_value=0.023902176227985347 0.025241638874440149 0.023069376428850253 0.0090046981595019223 -0.018173424580003029 0.0036676051434071807 -0.011379648449869953 0.0051086435957064915 0.0267914115156467 -0.010067529899869655 0.027194896312368908 -0.0011034453550923867 0.031579269468878977 -0.0095256474322245079 0.0084395054646001968 0.011385431784801737 0.019951933310023495
leaf_weight=67 52 73 63 54 75 85 262 57 57 60 75 55 52 970 204 70
leaf_count=67 52 73 63 54 75 85 262 57 57 60 75 55 52 970 204 70
internal_value=0 0.00834237 0.00785087 0.00300736 0.00495559 0.00298419 0.00569533 0.0136665 0.00239128 0.00985715 0.0105975 0.0112445 0.000610137 0.0105064 0.0156806 0.00921611
internal_weight=0 2264 2191 642 588 536 451 132 319 1549 1434 1359 115 1299 259 1040
internal_count=2331 2264 2191 642 588 536 451 132 319 1549 1434 1359 115 1299 259 1040
is_linear=0
shrinkage=0.16829


Tree=3894
num_leaves=24
num_cat=0
split_feature=1 3 2 2 2 1 0 2 48 2 43 3 12 43 16 12 2 2 3 3 483 3 43
split_gain=38.3274 8.48537 2.96948 2.90746 2.55983 1.77838 2.7187 1.4366 1.43025 1.33518 1.15647 0.957649 1.21988 0.907592 0.783237 0.706361 0.645799 0.530522 0.488233 0.381292 0.440746 0.282216 0.256552
threshold=0.10538500000000002 -0.036004999999999988 0.10575500000000002 0.091250000000000012 0.14721500000000001 0.089710000000000026 0.048655000000000011 -1.0000000180025095e-35 0.082225000000000006 -0.0050599999999999994 -0.09583499999999999 0.085315000000000016 0.080120000000000011 0.0077000000000000011 0.041625000000000002 0.099815000000000015 0.10981000000000002 0.10000000000000002 -0.080634999999999984 -0.11197999999999998 -0.041389999999999989 0.12566000000000002 -0.068859999999999991
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 9 7 6 10 -3 -7 -1 -5 12 -11 19 15 17 -9 -12 -15 -14 -21 -18 -16
right_child=1 4 -4 5 -6 8 -8 16 -10 11 14 -13 13 18 22 -17 21 -19 -20 20 -22 -23 -24
leaf_value=0.0018631097877751658 0.0022021901771938895 0.00063364346258529833 0.0013524054439425768 0.0026083826060779441 0.00033370182306636181 0.0020296650359920305 0.0014817655071036806 0.0015196660033248838 0.0013147357465185499 0.0028960284026121148 0.0022789839110560471 0.0019474679872265978 0.0026845620385872928 0.0019183019455310353 0.0020991197879829207 0.0020205642900963396 0.00090897012464169133 0.0026703420700603764 0.0023186713957544765 0.0027032591412714537 0.0023837622741259691 0.0012331267273464812 0.0017906043867328377
leaf_weight=56 93 65 87 83 70 75 56 52 52 54 145 52 59 64 67 85 58 53 73 52 761 62 57
leaf_count=56 93 65 87 83 70 75 56 52 52 54 145 52 59 64 67 85 58 53 73 52 761 62 57
internal_value=0 0.00122262 0.00179166 0.00226361 0.000888872 0.00209031 0.00217238 0.0010527 0.00173722 0.00236317 0.00225124 0.00238825 0.00240978 0.00238372 0.00217832 0.00227491 0.00121086 0.00238392 0.00213189 0.00242325 0.00240424 0.00107674 0.00195759
internal_weight=0 487 180 1844 307 673 546 237 127 1171 490 1115 1063 1009 407 283 172 198 137 872 813 120 124
internal_count=2331 487 180 1844 307 673 546 237 127 1171 490 1115 1063 1009 407 283 172 198 137 872 813 120 124
is_linear=0
shrinkage=0.0032998


Tree=3895
num_leaves=29
num_cat=0
split_feature=12 2 2 15 12 52 52 2 52 15 3 43 15 52 13 52 12 15 12 12 43 12 15 3 12 3 43 2
split_gain=43.5661 8.67624 7.91248 6.36807 3.39224 2.38149 3.17542 1.46191 1.75444 1.12997 1.08536 1.04057 1.01329 1.50265 0.813308 0.775669 0.635487 0.597637 0.430745 0.391031 0.366528 0.399627 0.238977 0.245419 0.116218 0.100107 0.0911194 0.0552792
threshold=0.077755000000000005 0.13538500000000001 0.14307 -0.24269999999999997 0.10005000000000001 0.024560000000000002 -0.087769999999999987 0.10045500000000002 -0.029869999999999997 -0.035449999999999988 -0.095469999999999985 -0.049914999999999994 -0.032264999999999995 -0.070104999999999987 -0.11122999999999998 0.11297500000000001 0.089885000000000007 -0.083359999999999976 -1.0000000180025095e-35 0.090905000000000014 0.043850000000000007 0.085730000000000015 -0.074254999999999974 -0.078964999999999994 0.090905000000000014 -0.082284999999999983 -0.04009999999999999 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 9 6 18 8 -8 10 -2 -1 13 -6 -11 20 25 -9 -5 -17 21 -16 23 -18 -22 -12 -14 -27
right_child=1 -3 -4 5 12 -7 7 17 -10 14 16 -13 26 -15 15 19 22 -19 -20 -21 24 -23 -24 -25 -26 27 -28 -29
leaf_value=0.0071883875413716689 0.008557221415551446 0.00780473211216531 0.0070744188710575714 0.0084297385240950373 0.0090147887042733056 0.0088630326395881948 0.0078328111667857938 0.0074663808500506608 0.0086794692289467769 0.0096195938712670438 0.0093253709635280884 0.0078232285884874998 0.0088332483934580094 0.0083042730459947957 0.0093869530866080211 0.0087091962097072748 0.0092002167115753757 0.0079706792842630554 0.0088480660638690905 0.0091040318387383603 0.0088995503960274201 0.0092035149221352409 0.0087316568902660058 0.0088468244325469649 0.0091700559670270156 0.0092201066859357392 0.0090632547701532482 0.009017316034376598
leaf_weight=62 54 60 83 54 52 84 53 54 57 55 74 56 52 95 218 52 52 57 69 79 52 468 61 54 52 69 75 54
leaf_count=62 54 60 83 54 52 84 53 54 57 55 74 56 52 95 218 52 52 57 69 79 52 468 61 54 52 69 75 54
internal_value=0 0.00904174 0.00802683 0.00817154 0.00908621 0.00835937 0.00823628 0.00799768 0.00827185 0.00915274 0.00900544 0.00748997 0.00874764 0.00855585 0.00921579 0.00919163 0.00907183 0.00772566 0.0086647 0.00894757 0.00923206 0.00926186 0.00891522 0.00902052 0.00903514 0.00920442 0.00896936 0.00913136
internal_weight=0 1728 629 546 1668 428 344 221 110 1394 418 118 274 147 976 921 364 111 123 131 790 686 167 106 104 197 127 123
internal_count=2357 1728 629 546 1668 428 344 221 110 1394 418 118 274 147 976 921 364 111 123 131 790 686 167 106 104 197 127 123
is_linear=0
shrinkage=0.0032998


Tree=3896
num_leaves=21
num_cat=0
split_feature=4 1443 41 3 16 133 133 48 0 49 130 39 0 133 3 0 4 3 0 0
split_gain=0.730542 0.764304 0.668138 0.490217 0.757465 0.397282 0.387991 0.51247 0.632348 0.874709 0.355162 0.418667 0.278 0.200232 0.210924 0.344421 0.16084 0.246799 0.229792 0.135878
threshold=0.043850000000000007 1.0000000180025095e-35 0.075585000000000013 0.0012800000000000001 -0.11777499999999998 0.099660000000000012 0.093020000000000005 0.10833500000000001 -0.10803999999999998 -0.052259999999999994 -0.070634999999999989 0.085495000000000015 -0.13892999999999997 0.11370000000000001 -0.077634999999999996 -0.079854999999999995 0.50113000000000019 -0.081444999999999976 -0.084319999999999992 -0.10490499999999998
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 2 6 5 12 16 7 8 9 -1 -10 -12 -5 -8 15 -15 17 -2 19 -19
right_child=3 -3 -4 4 -6 -7 13 -9 10 -11 11 -13 -14 14 -16 -17 -18 18 -20 -21
leaf_value=0.018903293516263929 0.0072502310139541523 -0.0029609094776964075 0.034566461407253127 0.0029088314739948375 -0.013705422270485469 0.0016078444068093627 0.029714063817517115 0.030758152263717108 0.029068376215319918 -0.0086017330603810581 0.016296793549821477 0.0016922168021705286 0.018803081663813379 0.013484697427623092 0.012022904337739088 0.029600264254084362 0.023031244746435427 0.019426836953441495 0.027169908084923505 0.0073570155598061933
leaf_weight=60 100 53 63 71 55 68 78 61 58 72 1047 59 56 63 70 95 69 54 52 53
leaf_count=60 100 53 63 71 55 68 78 61 58 72 1047 59 56 63 70 95 69 54 52 53
internal_value=0 0.0169162 0.0175276 0.0100204 0.00277858 0.0133442 0.016881 0.0156559 0.0149437 0.00388694 0.016196 0.0155193 0.00993147 0.022308 0.0197665 0.0231858 0.0157719 0.013831 0.0179585 0.0134651
internal_weight=0 1779 1726 578 182 396 1663 1357 1296 132 1164 1106 127 306 228 158 328 259 159 107
internal_count=2357 1779 1726 578 182 396 1663 1357 1296 132 1164 1106 127 306 228 158 328 259 159 107
is_linear=0
shrinkage=0.16829


Tree=3897
num_leaves=10
num_cat=0
split_feature=1 14 47 2 2 1209 1373 402 16
split_gain=0.549367 0.498807 0.814537 0.540469 0.946733 0.422003 0.434326 0.425576 0.404926
threshold=0.14741000000000001 -1.0000000180025095e-35 0.11069000000000002 0.13775000000000001 0.12293000000000001 -0.084519999999999984 1.0000000180025095e-35 -0.06482499999999998 -0.040484999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -4
right_child=-2 2 8 -5 -6 6 -8 -9 -10
leaf_value=0.024698601677444986 -0.0042490718479861892 0.028037739716339289 -0.012511673795920299 0 0.036011568713680317 0.019579407981077688 0.026663670623670685 0.011414955047079034 0.0084836432682533977
leaf_weight=100 53 53 52 84 53 204 62 1644 52
leaf_count=100 53 53 52 84 53 204 62 1644 52
internal_value=0 0.0130552 0.0125261 0.0132462 0.0137973 0.0131966 0.0127838 0.0123172 -0.00199674
internal_weight=0 2304 2204 2100 2016 1963 1910 1848 104
internal_count=2357 2304 2204 2100 2016 1963 1910 1848 104
is_linear=0
shrinkage=0.16829


Tree=3898
num_leaves=26
num_cat=0
split_feature=1 1 16 12 12 1 1 12 13 150 1 16 13 43 16 1 16 43 51 50 50 13 0 43 43
split_gain=56.4344 8.54872 7.54661 2.34859 2.29116 1.69497 1.53703 1.50143 2.06732 1.44415 1.23254 0.894221 0.789852 0.750767 0.628293 0.717258 0.610786 0.599094 0.567423 0.452638 0.607197 0.408744 0.403174 0.254587 0.138073
threshold=0.10471500000000002 0.12450500000000002 0.38845000000000002 1.0000000180025095e-35 0.089435000000000014 0.088735000000000022 0.14741000000000001 0.09525500000000002 -0.117405 1.0000000180025095e-35 0.079415000000000013 -0.089984999999999996 -0.076114999999999988 -0.15429499999999996 -0.070064999999999975 0.11302500000000001 -0.066924999999999985 0.0061450000000000003 -0.13881499999999999 0.082725000000000007 0.10883000000000001 -0.057284999999999996 -0.096139999999999989 0.079170000000000018 -0.049914999999999994
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 4 5 14 10 12 8 -5 -7 -1 -9 -3 -10 15 -2 -13 19 -18 22 -21 -20 -15 -19 -23
right_child=1 6 -4 7 -6 9 -8 11 13 -11 -12 16 -14 17 -16 -17 18 23 21 20 -22 24 -24 -25 -26
leaf_value=0.0024110651204702137 0.0018142289355279463 0.00089042907352912027 0.0028928278231989471 0.0034706925079713976 0.0021074162261285768 0.0024549139429967241 0.00047909514130359054 0.0022551145040100541 0.002402862168472142 0.0017417782378919752 0.0030319344431643594 0.0028835655854102535 0.0013607792788231485 0.0025483680455001267 0.0011276268805827598 0.001279515146209016 0.0028448159625928475 0.0024242866038397138 0.0026904325624143937 0.0031154955332158745 0.002752543069851452 0.0022110336270466146 0.0028266748117798373 0.002734483532009762 0.0024631384958717561
leaf_weight=82 53 77 59 52 65 74 53 73 52 54 62 98 80 65 67 58 60 56 58 135 84 52 667 68 53
leaf_count=82 53 77 59 52 65 74 53 73 52 54 62 98 80 65 67 58 60 56 58 135 84 52 667 68 53
internal_value=0 0.00147781 0.0018335 0.00271623 0.00157615 0.00243203 0.000966133 0.00276535 0.00282461 0.00215434 0.00267863 0.00258793 0.00113032 0.00279477 0.00138195 0.00153515 0.0026635 0.0028137 0.00256664 0.00284222 0.00297644 0.00246402 0.00280201 0.00259468 0.00233862
internal_weight=0 512 302 1845 243 272 210 1573 1179 128 144 394 157 1127 178 111 321 1075 223 951 219 163 732 124 105
internal_count=2357 512 302 1845 243 272 210 1573 1179 128 144 394 157 1127 178 111 321 1075 223 951 219 163 732 124 105
is_linear=0
shrinkage=0.0032998


Tree=3899
num_leaves=19
num_cat=0
split_feature=1 1446 160 123 4 2 133 403 484 132 49 160 2 133 160 52 43 133
split_gain=0.562089 0.481335 0.366128 0.443136 1.00361 0.359108 0.471126 0.443965 0.4118 0.399713 0.519835 0.355432 0.312411 0.371318 0.288072 0.20875 0.188693 0.128942
threshold=0.12007000000000002 0.10428500000000002 -0.057984999999999988 0.086620000000000016 0.40945500000000007 -0.013254999999999998 0.078935000000000019 0.085515000000000022 -0.097314999999999985 -0.092064999999999994 0.10255000000000002 0.10446500000000002 0.079570000000000016 0.11370000000000001 -0.020454999999999997 0.087555000000000008 -0.0068249999999999986 0.44892500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1 7 8 -7 -10 -11 12 -8 14 -14 16 -9 -15
right_child=2 -3 3 -5 -6 6 11 15 9 10 -12 -13 13 17 -16 -17 -18 -19
leaf_value=0.025707084349829074 0.01521889595233736 -0.0027128331734484856 0.00989249420778931 0.01306527055999971 -0.02076041871178775 0.023050928718800278 0.027444874133069012 0.021281641430197454 0.02001111756258234 0.0073770382931918821 0.024237601972337885 0.0040703389679367079 0.014612209107638888 0.0073172524015800381 0.024252620123437162 0.027298201223288243 0.0077726288671389546 0.01700043618736001
leaf_weight=68 68 52 62 56 59 66 86 64 91 919 55 57 169 127 186 60 55 57
leaf_count=68 68 52 62 56 59 66 86 64 91 919 55 57 169 127 186 60 55 57
internal_value=0 0.013249 0.00472166 0.000678673 -0.00503912 0.0136528 0.0132404 0.0113688 0.0101329 0.00933068 0.00833097 0.0168329 0.0179939 0.0164827 0.0196683 0.0191676 0.0150531 0.0103267
internal_weight=0 2112 245 177 121 2060 1992 1310 1131 1065 974 682 625 539 355 179 119 184
internal_count=2357 2112 245 177 121 2060 1992 1310 1131 1065 974 682 625 539 355 179 119 184
is_linear=0
shrinkage=0.16829


Tree=3900
num_leaves=16
num_cat=0
split_feature=1 52 3 123 3 3 13 3 12 0 11 3 0 51 1446
split_gain=38.6315 8.38928 4.33524 2.99842 2.33685 3.36747 1.73679 1.6974 1.68477 1.6059 1.07255 1.06385 0.983864 0.697415 0.613465
threshold=0.10538500000000002 -0.40011499999999994 -0.049204999999999992 1.0000000180025095e-35 0.31534000000000006 0.077930000000000013 -0.0095949999999999976 0.10323000000000002 0.11721500000000001 -0.061994999999999995 1.0000000180025095e-35 -0.11756999999999999 -0.11169999999999998 -0.26548499999999992 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 7 5 6 -4 8 10 -3 11 -1 -12 -13 -15
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 12 13 -14 14 -16
leaf_value=0.0016867275428084057 0.002275573847411489 0.0016740536425867835 0.0007598865662456286 0.0014289652530946875 0.00010522748917284409 0.0012859153138760522 4.7244308912091523e-06 0.0014975759832469362 0.0015595366821440516 0.00094703595688857417 0.0027740816336177345 0.0017523607959724441 0.0021330522484105247 0.0021210914890206038 0.0024835681765879658
leaf_weight=65 52 78 92 79 66 96 52 52 60 58 52 55 54 1393 54
leaf_count=65 52 78 92 79 66 96 52 52 60 58 52 55 54 1393 54
internal_value=0 0.00102144 0.00087382 0.00205948 0.000655731 0.000806973 0.000487434 0.00208736 0.00210504 0.00136426 0.00212458 0.00210269 0.00244785 0.00212067 0.00213464
internal_weight=0 494 442 1864 306 240 144 1785 1733 136 1673 1567 106 1502 1447
internal_count=2358 494 442 1864 306 240 144 1785 1733 136 1673 1567 106 1502 1447
is_linear=0
shrinkage=0.0032998


Tree=3901
num_leaves=18
num_cat=0
split_feature=1 12 16 48 13 3 12 13 16 42 1446 12 13 16 12 13 3
split_gain=1.11864 0.57031 1.4988 0.930671 0.749843 0.398488 0.395437 0.521168 0.40072 0.571552 0.415439 0.434402 0.368681 0.516197 0.314495 0.257713 0.19734
threshold=0.10141500000000002 -1.0000000180025095e-35 -0.14483499999999996 0.083570000000000019 -0.16392499999999996 0.092330000000000009 0.11721500000000001 -0.10278499999999999 0.21684500000000004 0.087130000000000027 0.092750000000000013 1.0000000180025095e-35 0.053240000000000003 -0.061784999999999993 0.084475000000000008 -0.016999999999999998 0.0037100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 6 7 -1 10 -10 11 16 13 -6 -13 -15 -9
right_child=1 4 3 -5 12 -7 -8 8 9 -11 -12 14 -14 15 -16 -17 -18
leaf_value=0.027768327414010124 0.012897186597580462 -0.0093497713770404802 -0.031433409361964079 -0.0009480731765502575 0.024739925591795383 0.0017189439530429164 -0.00011996947857360722 0.02713656324170239 -0.0061192639502473511 0.0145146585786779 0.028555715301611859 0.0059398494331974194 0.0036202391691046425 -0.00025913276771529468 0.013868809851470871 0.016307677356664389 0.01456448988025927
leaf_weight=77 99 55 54 60 100 82 56 94 68 86 57 165 101 54 1040 52 58
leaf_count=77 99 55 54 60 100 82 56 94 68 86 57 165 101 54 1040 52 58
internal_value=0 0.00466112 -0.00224163 -0.0154043 0.00872764 0.0132027 0.0137552 0.0142287 0.0135626 0.00539191 0.0144513 0.0138575 0.0119721 0.0160582 0.0127846 0.00785103 0.0223511
internal_weight=0 575 213 114 362 1783 1701 1645 1568 154 1414 1357 307 206 1205 106 152
internal_count=2358 575 213 114 362 1783 1701 1645 1568 154 1414 1357 307 206 1205 106 152
is_linear=0
shrinkage=0.16829


Tree=3902
num_leaves=23
num_cat=0
split_feature=4 15 52 4 3 52 51 484 481 42 4 3 123 15 52 42 15 15 42 51 51 160
split_gain=0.882125 0.694884 0.390998 0.383023 0.892518 0.671263 0.443547 0.538784 0.482418 0.332966 0.398225 0.305253 0.291843 0.435847 0.255803 0.280432 0.168218 0.176889 0.260192 0.144661 0.142845 0.0815483
threshold=0.27161500000000005 -0.19301999999999997 0.047850000000000011 -0.047714999999999987 0.092330000000000009 -0.060549999999999993 0.11794000000000002 0.079595000000000013 -0.052634999999999994 0.083835000000000007 -0.26545999999999997 -0.082304999999999975 0.087260000000000018 -0.26826999999999995 -0.087239999999999984 0.084030000000000007 -0.0053099999999999996 -0.032704999999999991 0.084735000000000019 -0.0032349999999999996 -0.023524999999999997 0.014995000000000003
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 -1 12 6 5 14 7 8 -3 10 -10 -11 13 -2 15 21 17 19 -19 -7 -17 -5
right_child=2 3 -4 4 -6 16 -8 -9 9 11 -12 -13 -14 -15 -16 20 -18 18 -20 -21 -22 -23
leaf_value=0.028435629348783971 -0.016240506366250032 -0.002845602537905118 0.011405082414522235 0.007343100081716309 -0.0097635837986790701 0.020305325646887303 0.027306917677625959 0.024420427869375479 0.018215032668256848 0.023141155945405556 0.0063792481256106873 0.011996285098870593 0.0073326557643780153 0.0018848348469801155 -0.0037717036473288502 0.0070329467129287551 0.02005305133978896 -0.002863769665238072 0.013315379250822292 0.011715979064771891 -0.0034238468088425285 0.015701924846876197
leaf_weight=59 76 74 66 64 78 72 52 82 100 103 419 219 52 74 98 66 80 52 61 256 84 71
leaf_count=59 76 74 66 64 78 72 52 82 100 103 419 219 52 74 98 66 80 52 61 256 84 71
internal_value=0 0.0104154 0.000153095 0.00989099 0.00749757 0.0089889 0.0121298 0.0113364 0.0101619 0.0113086 0.00866321 0.0155668 -0.0035144 -0.00728669 0.00363378 0.00618654 0.0129221 0.0116245 0.00585421 0.0136069 0.00116517 0.0117525
internal_weight=0 2090 268 2031 982 904 1049 997 915 841 519 322 202 150 383 285 521 441 113 328 150 135
internal_count=2358 2090 268 2031 982 904 1049 997 915 841 519 322 202 150 383 285 521 441 113 328 150 135
is_linear=0
shrinkage=0.16829


Tree=3903
num_leaves=18
num_cat=0
split_feature=10 2 2 2 123 14 52 52 2 401 40 13 42 42 1446 133 16
split_gain=12.9388 6.20917 6.23606 2.01116 1.96708 1.94636 1.36463 2.34862 0.877809 0.676476 0.568068 0.566185 1.04332 0.54338 0.409077 0.207581 0.102746
threshold=-1.0000000180025095e-35 0.10613000000000002 -0.0091949999999999983 -0.013254999999999998 0.085740000000000011 0.062655000000000016 0.044705000000000002 -0.41304999999999997 0.11941000000000002 0.085605000000000014 -0.065259999999999999 -0.07692499999999998 -0.0015249999999999999 0.082755000000000009 0.084580000000000002 -0.07218999999999999 -0.072054999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 9 7 -3 -8 10 -4 14 -13 16 -12 -11 -9
right_child=1 4 5 -5 -6 -7 8 13 -10 15 11 12 -14 -15 -16 -17 -18
leaf_value=0.00084696021943295359 0.00064075901830555984 0.0015685867156694159 0.001247447117893125 4.9413344065477814e-06 0.00063873434563058813 0.0021902012128859867 0.0017911503739331065 0.00089865279804666966 0.001239849150898845 0.00194491600150465 0.0016384931003583262 0.0016548773618824488 0.0014185808483888464 0.0011937699231194376 0.0018651636873954522 0.0016849683995837775 0.00071446277443408914
leaf_weight=59 72 90 52 65 66 66 69 73 59 79 485 443 383 58 109 64 66
leaf_count=59 72 90 52 65 66 66 69 73 59 79 485 443 383 58 109 64 66
internal_value=0 0.00150136 0.00159254 0.000405863 0.00116897 0.00163329 0.00125322 0.00112639 0.00153731 0.0016105 0.00158927 0.00160176 0.00154535 0.000924189 0.00168015 0.00182882 0.000811449
internal_weight=0 2234 1753 124 481 1681 415 287 128 1615 1472 1420 826 197 594 143 139
internal_count=2358 2234 1753 124 481 1681 415 287 128 1615 1472 1420 826 197 594 143 139
is_linear=0
shrinkage=0.0032998


Tree=3904
num_leaves=18
num_cat=0
split_feature=4 2 123 11 0 0 150 2 0 0 0 4 51 0 52 4 13
split_gain=29.25 9.34903 5.75884 2.82114 3.04953 2.47461 2.05558 1.52522 1.28699 0.955985 0.908141 0.852868 0.691002 0.814916 0.39199 0.307811 0.22132
threshold=0.30163500000000004 0.12051500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.077914999999999984 -0.13740499999999997 0.081245000000000026 0.14307 -0.059914999999999989 -0.21196999999999996 -0.078964999999999994 0.024315000000000003 0.11728000000000001 -0.084144999999999984 -0.060549999999999993 0.5137400000000002 -0.068189999999999987
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 -5 9 8 -3 15 -1 -4 12 13 -7 -13 -2 -16
right_child=6 7 10 4 -6 11 -8 -9 -10 -11 -12 14 -14 -15 16 -17 -18
leaf_value=0.0017429824856090674 0.00082684445105169857 0.0013828931946012343 0.001484608325612292 0.0029781305731394004 0.0019705737813260136 0.0021288576112032357 0.0011898950013206466 0.00068724762347703995 9.9010508185340911e-05 0.0011658442674207952 0.00088391602894597788 0.0015367085248508615 0.0016778004431400816 0.00195914312291903 0.0020008223458234803 0.00049497806172053805 0.0017420109109580273
leaf_weight=76 76 71 59 62 70 509 65 67 58 54 52 55 67 813 73 52 79
leaf_count=76 76 71 59 62 70 509 65 67 58 54 52 55 67 813 73 52 79
internal_value=0 0.00187624 0.00193445 0.0019781 0.00244409 0.00194244 0.000684345 0.00104541 0.000507484 0.00150352 0.00120352 0.00197817 0.00200781 0.00202451 0.00177907 0.000692299 0.00186654
internal_weight=0 2107 1969 1858 132 1726 251 138 186 130 111 1596 1389 1322 207 128 152
internal_count=2358 2107 1969 1858 132 1726 251 138 186 130 111 1596 1389 1322 207 128 152
is_linear=0
shrinkage=0.0032998


Tree=3905
num_leaves=21
num_cat=0
split_feature=1 155 0 0 39 0 4 1 14 0 4 4 16 0 49 4 16 1212 48 43
split_gain=32.3469 6.56584 3.84094 2.72518 3.52376 2.55308 1.87033 1.47421 1.36122 1.55323 1.52126 0.859356 0.774007 0.682274 0.371997 0.377414 0.349922 0.26907 0.178347 0.162007
threshold=0.10141500000000002 0.088610000000000008 0.12411500000000002 0.024745000000000003 0.089130000000000015 -0.13892999999999997 0.043850000000000007 0.11530500000000002 0.062655000000000016 -0.11208499999999998 -0.1075 -0.082869999999999985 0.029300000000000003 -0.086034999999999986 0.047620000000000003 0.14871000000000004 -0.24235499999999996 0.037395000000000005 0.085510000000000017 -0.07520499999999998
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 3 6 4 5 18 8 -7 9 -1 -11 17 -9 -13 15 -8 -6 -12 -2 -16
right_child=1 -3 -4 -5 16 7 14 12 -10 10 11 13 -14 -15 19 -17 -18 -19 -20 -21
leaf_value=0.0013140377711978214 0.00051502718377626248 0.0019139394266625821 0.00093655275397831316 7.4168706216060876e-05 0.00014828590725631072 0.0015357745497274621 0.0015986336067621515 0.00079550281425526165 0.0023180418542267799 0.0014308599630827165 0.0019741044190694028 0.0019644816812281586 0.0013063968561990767 0.0017792980560714176 0.0015120122567814664 0.0012052680832818328 0.00051389082687347087 0.0022038181507078422 0.00076423758333681556 0.0017561450841547773
leaf_weight=61 65 61 57 55 52 95 52 82 66 87 162 328 54 672 53 57 64 91 63 78
leaf_count=61 65 61 57 55 52 95 52 82 66 87 162 328 54 672 53 57 64 91 63 78
internal_value=0 0.000888342 0.00178046 0.000770235 0.000850758 0.00101237 0.00180862 0.00121968 0.00185292 0.00183098 0.00185449 0.00188388 0.000998617 0.00184007 0.00153771 0.00139325 0.000350303 0.00205687 0.000637961 0.00165764
internal_weight=0 591 1764 530 475 359 1707 231 1467 1401 1340 1253 136 1000 240 109 116 253 128 131
internal_count=2355 591 1764 530 475 359 1707 231 1467 1401 1340 1253 136 1000 240 109 116 253 128 131
is_linear=0
shrinkage=0.0032998


Tree=3906
num_leaves=26
num_cat=0
split_feature=1 12 1 150 39 3 12 3 1210 159 160 3 39 12 13 12 160 12 160 42 49 1 133 1 13
split_gain=12.0784 3.0095 1.55465 1.83322 1.03534 0.93843 0.835406 1.56969 0.730424 0.67966 0.791292 0.909636 0.669195 0.574169 0.428907 0.398898 0.396067 0.393532 0.393467 0.235248 0.282616 0.217713 0.207046 0.204464 0.155794
threshold=0.10141500000000002 -0.042789999999999988 0.12158500000000001 0.082965000000000025 0.081875000000000017 -0.010299999999999998 0.087905000000000025 0.092330000000000009 -0.080859999999999974 -0.023859999999999996 -1.0000000180025095e-35 -0.087319999999999995 0.089650000000000021 0.08425500000000001 -0.078934999999999991 0.11628000000000001 -0.089744999999999978 0.085090000000000013 -0.52481499999999992 0.096190000000000012 0.09567500000000001 1.0000000180025095e-35 0.111585 0.11239500000000001 -1.0000000180025095e-35
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=4 5 3 17 6 -2 7 9 -8 -1 11 -11 -7 21 -15 18 -13 -3 -10 20 -20 -12 -21 -19 -4
right_child=1 2 24 -5 -6 12 8 -9 15 10 13 16 -14 14 -16 -17 -18 23 19 22 -22 -23 -24 -25 -26
leaf_value=0.0018230319221909353 0.00082031174935204623 0.0011260703247777254 0.00060307090819054722 0.00070893987752596943 0.0010527167224997963 0.00061170425277365067 0.00099765186466912667 0.0010404531898697549 0.0011424324151966499 0.0009818695741779849 0.0016675946829632163 0.0016995714252003734 0.0001095043799376687 0.0013965432780572557 0.0016614196449636477 0.0011593620442602762 0.001335902651607381 0.0015422432060280555 0.0014394238783297362 0.0016981093093150995 0.001233996645861295 0.0019425584031162702 0.001455235217784638 0.0012763839362701975 0.00084311225390356584
leaf_weight=101 81 64 53 66 78 57 53 67 53 53 75 59 59 143 130 71 77 87 488 66 89 59 102 53 71
leaf_count=101 81 64 53 66 78 57 53 67 53 53 75 59 59 143 130 71 77 87 488 66 89 59 102 53 71
internal_value=0 0.000880814 0.00104742 0.0011881 0.00142606 0.00054743 0.00144331 0.00152443 0.00137606 0.00157091 0.00152812 0.00135052 0.000356579 0.00161051 0.0015228 0.0013991 0.00149393 0.00134295 0.00142038 0.00144011 0.0014078 0.00178892 0.00155086 0.00144185 0.000740798
internal_weight=0 591 394 270 1764 197 1686 764 922 697 596 189 116 407 273 869 136 204 798 745 577 134 168 140 124
internal_count=2355 591 394 270 1764 197 1686 764 922 697 596 189 116 407 273 869 136 204 798 745 577 134 168 140 124
is_linear=0
shrinkage=0.0032998


Tree=3907
num_leaves=28
num_cat=0
split_feature=1 15 10 3 1 3 40 150 43 3 16 15 2 15 133 42 160 52 1 3 16 2 42 160 159 401 15
split_gain=15.659 3.25327 2.39403 2.16911 1.75027 1.89122 1.34562 1.25778 1.16233 1.04254 0.906743 0.862646 0.798444 0.66296 0.553038 0.676067 0.537471 0.532794 0.487461 0.439483 0.398525 0.392997 0.335935 0.322305 0.229208 0.245782 0.392529
threshold=0.11530500000000002 0.03981500000000001 -1.0000000180025095e-35 -0.12595999999999999 0.088785000000000017 -0.029309999999999996 -0.026419999999999996 0.081245000000000026 -0.073404999999999984 -0.11756999999999999 0.053535000000000006 0.08765000000000002 0.084175000000000014 -0.011389999999999999 -0.014614999999999998 -0.0050399999999999993 0.10446500000000002 -0.086814999999999989 0.13148500000000005 0.11745500000000002 0.022165000000000004 0.084305000000000005 0.11387000000000001 0.0021250000000000006 -0.088639999999999983 0.020315000000000003 0.089150000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -3 9 7 -4 17 -7 -1 18 14 -11 16 21 -16 23 -6 -8 -10 -15 -5 24 -14 -13 26 -26
right_child=2 3 6 11 5 8 10 -9 19 12 -12 22 13 20 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0012201560114089745 0.00028809562332002633 0.0023897772061513244 0.00063002811176302476 0.0019420348677527514 0.0019222100852570251 0.00081017413329246386 0.00075585328769666241 0.0011343028931246146 0.0014840041007008822 0.0012756859941695379 0.0014673982296463037 0.0019111059573293629 0.0016363066315068086 0.0017350900214328851 0.0018528953722822283 0.002324175951317954 0.001328829134173499 0.001532471553705357 0.0011921287854222376 0.0010864984351093726 0.0021407725177424444 0.0015834593832900318 0.0014938889555407907 0.0018578505846389283 0.0014015928014492294 0.0018677207419642164 0.0016992045268602967
leaf_weight=65 65 62 76 63 77 78 56 53 76 55 65 56 376 57 83 57 54 79 57 52 52 75 100 92 62 65 247
leaf_count=65 65 62 76 63 77 78 56 53 76 55 65 56 376 57 83 57 54 79 57 52 52 75 100 92 62 65 247
internal_value=0 0.00164048 0.000853948 0.00179342 0.00152634 0.00135384 0.000998614 0.00157543 0.00112887 0.00162162 0.00115579 0.00174761 0.00165961 0.00169301 0.00189742 0.00204503 0.00164368 0.00172507 0.000976233 0.00132279 0.00192895 0.00174741 0.00166897 0.00167993 0.00170961 0.00167934 0.0016396
internal_weight=0 2036 319 870 1166 415 254 209 206 751 178 808 686 631 278 140 522 156 113 128 109 138 530 468 430 374 309
internal_count=2355 2036 319 870 1166 415 254 209 206 751 178 808 686 631 278 140 522 156 113 128 109 138 530 468 430 374 309
is_linear=0
shrinkage=0.0032998


Tree=3908
num_leaves=24
num_cat=0
split_feature=1 52 2 12 2 147 3 3 16 150 4 12 1210 12 52 52 16 52 52 3 2 52 16
split_gain=24.908 5.69585 3.75782 2.46005 2.35503 2.54118 2.02772 1.15835 1.1461 0.878885 0.818005 0.782234 0.730764 0.690118 0.893523 0.666417 0.852893 0.745748 0.528999 0.448093 0.420354 0.382704 0.489027
threshold=0.104035 -0.41304999999999997 0.14823500000000003 -0.041134999999999991 0.10124000000000001 0.085835000000000009 -0.107915 -0.010299999999999998 -0.0088649999999999996 0.10699000000000002 0.27834500000000006 0.08784500000000002 -0.059899999999999995 0.11628000000000001 0.0029250000000000005 -0.060549999999999993 -0.0090499999999999973 -0.10886 -0.11044 -0.082284999999999983 0.088745000000000004 -0.082824999999999996 -0.066704999999999987
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 7 5 9 -6 -3 10 11 -5 15 -13 14 18 17 19 20 -8 -17 -1 -14 -23
right_child=1 2 -4 8 6 -7 13 -9 -10 -11 -12 12 21 -15 -16 16 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0023115290447354915 0.0020702993837570919 0.0010940620828044031 0.00030794701407716954 0.0017169533741516075 0.0010888518789373192 0.0012964360086845602 0.0018412585494005859 0.00050355254478508975 0.00099569998940167155 0.0015606172124037841 0.0012414137773095171 0.0015941780669662434 0.0021537284022101156 0.0014295285433424817 0.0020749787800608327 0.0021595897028927084 0.0024363694925843768 0.0016825760583746123 0.0013987847833029994 0.0019310227467862027 0.0018852310465211364 0.0019890134284666862 0.001768499613203578
leaf_weight=52 57 64 79 75 59 62 71 84 89 53 85 70 91 55 102 262 88 88 52 152 52 347 166
leaf_count=52 57 64 79 75 59 62 71 84 89 53 85 70 91 55 102 262 88 88 52 152 52 347 166
internal_value=0 0.001084 0.000965822 0.00109665 0.00189517 0.00195202 0.00164638 0.000759146 0.00129711 0.0019806 0.00146454 0.00199685 0.00191609 0.00176373 0.00184526 0.00207522 0.00213904 0.00190817 0.00165448 0.00207576 0.00209872 0.00195334 0.00191773
internal_weight=0 533 476 397 1822 1483 339 148 249 1421 160 1368 674 280 225 694 502 192 123 414 104 604 513
internal_count=2355 533 476 397 1822 1483 339 148 249 1421 160 1368 674 280 225 694 502 192 123 414 104 604 513
is_linear=0
shrinkage=0.0032998


Tree=3909
num_leaves=12
num_cat=0
split_feature=0 16 1375 123 0 156 4 4 48 159 1456
split_gain=0.907031 1.98116 0.883377 0.541644 0.606728 0.443261 0.328811 0.353581 0.340402 0.386435 0.257706
threshold=0.036480000000000005 0.022165000000000004 -0.14438999999999999 1.0000000180025095e-35 -0.074544999999999986 0.090310000000000015 0.50934500000000005 0.41181500000000004 -0.081604999999999997 0.11402500000000002 0.056325000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -3 7 8 -4 10 -10
right_child=1 5 3 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0063021723417172057 -0.023365525555737326 0.0064262402581181047 0.030036561200023692 -0.0020664813741702454 0.018046056872946956 0.025660171918848968 0.028303138752440872 0.0041312139323326016 0.016231671909814321 0.0044535347472028416 0.024150760519448145
leaf_weight=52 56 87 53 96 76 56 67 66 1544 75 127
leaf_count=52 56 87 53 96 76 56 67 66 1544 75 127
internal_value=0 0.00345519 0.0153415 0.0158773 0.00681001 0.013971 0.0166836 0.0162652 0.0167094 0.0163038 0.0168346
internal_weight=0 199 2156 2104 172 143 1932 1865 1799 1746 1671
internal_count=2355 199 2156 2104 172 143 1932 1865 1799 1746 1671
is_linear=0
shrinkage=0.16829


Tree=3910
num_leaves=21
num_cat=0
split_feature=1 10 39 39 13 4 1 4 43 51 4 1 13 16 133 133 483 401 402 402
split_gain=54.6646 7.34659 5.75426 4.56182 3.94821 3.16927 2.44602 1.7795 1.05962 1.06842 2.27794 1.02302 1.26173 0.828137 0.809035 0.799681 0.791922 0.383284 0.346348 0.319493
threshold=0.10808500000000001 -1.0000000180025095e-35 0.081875000000000017 0.089130000000000015 -0.099939999999999987 0.27552000000000004 0.092655000000000015 0.26900000000000007 -0.14726499999999995 -0.034734999999999995 0.029980000000000003 0.094790000000000013 -0.016289999999999995 0.15050500000000003 0.11269500000000002 0.093615000000000018 -0.070084999999999981 0.049060000000000006 -1.0000000180025095e-35 -0.43418999999999991
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 -2 7 4 -3 13 -4 8 17 10 11 12 -10 -6 15 16 -11 -1 19 -16
right_child=1 3 6 -5 5 -7 -8 -9 9 14 -12 -13 -14 -15 18 -17 -18 -19 -20 -21
leaf_value=0.0029396932369049056 0.00027045758370866971 0.00098217903134478518 0.0022422911894139706 0.00066543534902520482 0.0019145665264055905 0.0013372364660370493 0.0012732006328552477 0.0019331993935161468 0.0025524858241364793 0.0028698105512123774 0.0017809987777018782 0.0028941657738329901 0.0020280175118317445 0.0024975446412449404 0.0022846108901055573 0.0029638071754811285 0.002538777319364431 0.0025762373260618402 0.0021850742745504526 0.0026330845508100672
leaf_weight=91 81 84 56 77 53 78 58 56 151 88 64 52 76 55 56 60 923 52 79 65
leaf_count=91 81 84 56 77 53 78 58 56 151 88 64 52 76 55 56 60 923 52 79 65
internal_value=0 0.00116581 0.00246967 0.00137471 0.00157685 0.00184523 0.00174955 0.00251493 0.00253345 0.00250912 0.00234443 0.00247355 0.00237705 0.00221178 0.00255354 0.00258985 0.00256763 0.00280777 0.0023589 0.0024721
internal_weight=0 428 1927 347 270 186 114 1813 1757 1614 343 279 227 108 1271 1071 1011 143 200 121
internal_count=2355 428 1927 347 270 186 114 1813 1757 1614 343 279 227 108 1271 1071 1011 143 200 121
is_linear=0
shrinkage=0.0032998


Tree=3911
num_leaves=19
num_cat=0
split_feature=9 41 2 14 39 3 16 43 133 3 133 43 15 3 43 15 15 15
split_gain=1.2436 0.82588 1.03585 0.888446 0.522715 0.571751 0.519143 0.505708 0.588167 0.469551 0.436527 0.430931 0.514618 0.341269 0.358761 0.255902 0.237508 0.0651773
threshold=-1.0000000180025095e-35 0.083525000000000016 0.106285 0.062655000000000016 0.086425000000000016 -0.044019999999999997 -1.0000000180025095e-35 -0.0041999999999999997 -0.088524999999999979 -0.034684999999999994 0.11588000000000002 -0.073404999999999984 -0.26424499999999995 -0.096099999999999977 -0.078139999999999973 -0.072469999999999993 -0.095804999999999987 -0.043644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 16 10 -9 13 -2 -11 -13 -4 -15 -14 -7 -16
right_child=1 -3 9 -5 -6 6 -8 8 -10 11 -12 12 15 14 17 -17 -18 -19
leaf_value=-0.0081043760376742352 0.018939984130819276 -0.0032740917831509588 0.0043726918921094407 0.037831245510721492 0.00087267942354662292 0.026261262237193137 0.037002268472512589 0.017235391772533804 0.0039094300561857724 -0.010543953025688628 0.0093798562339132471 0.02001475858632449 -0.0078655758852314069 0.026724522701848767 0.0070235710609788419 0.007210203005960732 0.010098725289029244 0.015382575688035858
leaf_weight=73 874 74 88 55 62 52 70 179 198 54 161 56 56 69 55 74 52 53
leaf_count=73 874 74 88 55 62 52 70 179 198 54 161 56 56 69 55 74 52 53
internal_value=0 0.0141941 0.0147804 0.0167663 0.0160622 0.0166548 0.0257728 0.01553 0.0102414 0.00807978 0.0174546 0.00267808 0.00652639 0.0129651 0.0172269 0.000702201 0.0181973 0.0111423
internal_weight=0 2282 2208 1703 1648 1586 174 1412 377 505 1035 240 186 265 177 130 104 108
internal_count=2355 2282 2208 1703 1648 1586 174 1412 377 505 1035 240 186 265 177 130 104 108
is_linear=0
shrinkage=0.16829


Tree=3912
num_leaves=25
num_cat=0
split_feature=4 3 10 14 13 0 0 48 4 0 160 3 157 3 52 52 4 1446 52 403 4 157 3 4
split_gain=19.4366 4.87813 2.57068 1.71175 1.44128 1.35399 1.29173 1.02451 0.942376 0.93685 1.27753 0.719024 0.696664 0.575049 0.536839 0.966247 0.422751 0.377412 0.351659 0.330077 0.314891 0.287311 0.411725 0.277956
threshold=0.30163500000000004 -0.06340999999999998 -1.0000000180025095e-35 -0.45687499999999998 -0.0016149999999999999 -0.14582499999999995 -0.11169999999999998 0.091150000000000023 -0.0058549999999999991 -0.076539999999999983 -0.080669999999999978 0.10323000000000002 -0.0041249999999999993 -0.00094999999999999989 0.022635000000000006 -0.08130999999999998 0.0030100000000000001 0.088500000000000009 1.0000000180025095e-35 -0.081089999999999982 -0.085574999999999984 0.00069000000000000008 -0.087319999999999995 -0.016339999999999997
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 -3 -2 7 -1 -5 8 -4 16 -11 14 -12 -8 15 -6 17 19 -18 20 -7 22 -14 -21
right_child=3 2 4 6 11 9 13 -9 -10 10 12 -13 21 -15 -16 -17 18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0021877370116497761 0.0011337860875123814 0.00065229720478305567 0.0010441506304461699 0.00080004262237715821 0.0018215942167977357 0.0017753891303361189 0.00044908913868223666 0.00083899413349524039 0.0015726604333234034 0.0010372430212572837 0.0018805085883082653 0.0012402452650846008 0.0012772699938157048 -8.7708211433602856e-06 0.0019535314878440248 0.0012242511951165351 0.0014086068410109063 0.0019901526917655492 0.0017112192699655457 0.001692043999985661 0.0015098190538632152 0.0017383307004933057 0.0015621858924466732 0.0018333333591651585
leaf_weight=53 52 60 67 75 65 76 68 65 83 53 72 57 83 53 52 55 93 58 80 390 148 55 177 265
leaf_count=53 52 60 67 75 65 76 68 65 83 53 72 57 83 53 52 55 93 58 80 390 148 55 177 265
internal_value=0 0.00157796 0.00129449 0.000601083 0.00138119 0.00166707 0.000459574 0.00118648 0.00133683 0.00164924 0.00151964 0.00156385 0.00158561 0.000248248 0.00167088 0.00154811 0.00170059 0.00172858 0.00154875 0.00171128 0.00160008 0.00151809 0.00147137 0.00174926
internal_weight=0 2107 504 248 444 1603 196 215 150 1550 440 229 387 121 172 120 1110 937 173 879 224 315 260 655
internal_count=2355 2107 504 248 444 1603 196 215 150 1550 440 229 387 121 172 120 1110 937 173 879 224 315 260 655
is_linear=0
shrinkage=0.0032998


Tree=3913
num_leaves=18
num_cat=0
split_feature=40 9 157 157 2 0 159 0 42 50 0 48 13 0 474 156 2
split_gain=0.999422 1.14025 0.490426 0.778299 0.483618 0.707153 0.536427 0.51533 0.412068 0.298304 0.249908 0.249983 0.191171 0.128612 0.126702 0.18557 0.0644473
threshold=0.051255000000000002 -1.0000000180025095e-35 -0.084639999999999979 -0.080299999999999996 0.106285 -0.14989499999999997 0.08351500000000002 -0.078084999999999988 0.087800000000000003 0.11859500000000002 -0.13972999999999997 0.085130000000000025 -0.085669999999999982 -0.0042749999999999993 0.023345000000000001 0.086945000000000008 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 -4 5 16 9 10 -8 -7 11 -6 -9 -14 -3 -16 -5
right_child=-2 2 3 4 7 6 8 12 -10 -11 -12 -13 13 -15 15 -17 -18
leaf_value=-0.009547706867413526 -0.010591791588884911 0.016222145813599959 -0.0053101542079309972 0.023781781582867093 -0.0023035165291030914 0.013009346764294388 0.027515089048466317 0.0032352088294188338 0.0097885276343395253 6.8084985581949028e-05 -0.0078217356779358444 0.014017411126757383 0.01670982766340871 0.0081265655058872562 0.03235695794045395 0.018413103444718949 0.032269407795782017
leaf_weight=63 53 72 66 55 53 1175 127 52 53 53 59 53 191 68 55 55 52
leaf_count=63 53 72 66 55 53 1175 127 52 53 53 59 53 191 68 55 55 52
internal_value=0 0.0127643 0.0133929 0.0126499 0.0132462 0.014718 0.0137132 0.00855791 0.0223056 0.0124523 0.000944005 0.00584 0.0125917 0.0144632 0.0217799 0.0254014 0.0279234
internal_weight=0 2302 2239 2057 1991 1515 1408 476 180 1228 165 106 311 259 182 110 107
internal_count=2355 2302 2239 2057 1991 1515 1408 476 180 1228 165 106 311 259 182 110 107
is_linear=0
shrinkage=0.16829


Tree=3914
num_leaves=20
num_cat=0
split_feature=2 2 2 0 2 2 14 0 0 12 16 12 0 4 4 1455 4 4 16
split_gain=11.3015 6.10367 3.44141 2.55266 2.19276 1.94899 0.936898 1.24243 1.3481 0.817125 0.7493 0.56189 0.514354 0.456692 0.442304 0.469207 0.303556 0.230563 0.310945
threshold=0.13290500000000002 -1.0000000180025095e-35 0.106285 -0.084114999999999981 -0.045829999999999989 0.17000000000000001 0.062655000000000016 -0.13314999999999996 -0.14989499999999997 -1.0000000180025095e-35 -0.28430999999999995 0.091475000000000015 -0.069074999999999984 -0.0079049999999999971 -0.17689999999999997 0.084305000000000005 0.058330000000000007 -0.036279999999999993 0.39524000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 10 -1 9 7 8 -3 -2 -4 14 13 -13 -9 -16 17 18 -5
right_child=5 2 3 16 -6 -7 -8 11 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0010104352699462991 0.00041903793918709298 0.0014332394778434775 0.00099853731934279513 0.0011157678947476253 0.00017788586725340667 -1.7887093961409884e-05 0.0018562693050626271 0.0017700427407045596 0.00072775175670148717 0.00093891599989953244 0.00048961326046288321 0.0015138135593100812 0.0011721357533532662 0.001266095230194824 0.0015266414903876441 0.0012386775935081717 0.0010984921375948391 0.0015647783115243278 0.0014686905215249364
leaf_weight=99 56 69 61 53 53 53 66 76 52 81 66 282 98 117 837 68 52 57 59
leaf_count=99 56 69 61 53 53 53 66 76 52 81 66 282 98 117 837 68 52 57 59
internal_value=0 0.00135845 0.00140662 0.00110777 0.00072037 0.000518791 0.00146906 0.00145305 0.00113035 0.000726668 0.000734335 0.00147945 0.00138827 0.00144126 0.00152561 0.00150504 0.00132221 0.00139084 0.001302
internal_weight=0 2165 2013 348 152 190 1665 1599 121 137 127 1478 497 399 981 905 221 169 112
internal_count=2355 2165 2013 348 152 190 1665 1599 121 137 127 1478 497 399 981 905 221 169 112
is_linear=0
shrinkage=0.0032998


Tree=3915
num_leaves=19
num_cat=0
split_feature=1 52 1 4 47 124 1 41 1 16 4 16 1 1212 16 4 4 42
split_gain=49.0703 10.2844 6.32818 2.97728 1.98236 1.89526 1.29039 1.06115 1.04072 0.856555 0.809741 0.862279 0.698733 0.729139 0.584893 0.498624 0.461864 0.0308839
threshold=0.10384000000000002 -0.29521499999999995 0.12419000000000001 0.24099500000000004 0.088195000000000009 -0.081949999999999981 0.11530500000000002 0.075585000000000013 0.14741000000000001 -0.14483499999999996 0.043850000000000007 -0.123625 0.087840000000000015 0.087685000000000013 -0.050529999999999999 -0.018719999999999997 0.41181500000000004 0.082115000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 -1 9 10 16 -3 11 -7 13 -13 17 -14 -4 -12
right_child=1 2 8 -5 -6 7 -8 -9 -10 -11 14 12 15 -15 -16 -17 -18 -19
leaf_value=0.0018383950625988775 0.0024348450165963772 0.0017708925019390125 0.0010085851601868358 0.001672720297399285 0.0019464667931598353 0.0028367033452827476 0.00082655346669175973 0.0028186746678667235 0.00028223940866061364 0.0012392258278362629 0.00242117461996254 0.002506522452758406 0.0023709640019442062 0.0022433405999333742 0.0019396569764416646 0.0020650300427143302 0.00063919446426054509 0.0022828675924746744
leaf_weight=59 71 52 67 60 62 61 53 79 58 93 53 931 245 134 60 79 84 52
leaf_count=59 71 52 67 60 62 61 53 79 58 93 53 931 245 134 60 79 84 52
internal_value=0 0.00126404 0.00108672 0.00239741 0.00143049 0.0024222 0.00126875 0.00244251 0.000658889 0.00143014 0.00242409 0.00244923 0.00243219 0.00247344 0.00220292 0.00229648 0.00080333 0.00235302
internal_weight=0 540 469 1813 260 1753 198 1694 209 145 1615 1450 1389 1065 165 324 151 105
internal_count=2353 540 469 1813 260 1753 198 1694 209 145 1615 1450 1389 1065 165 324 151 105
is_linear=0
shrinkage=0.0032998


Tree=3916
num_leaves=23
num_cat=0
split_feature=1 1 2 16 2 2 0 39 3 0 2 2 0 13 1 1447 42 13 49 133 13 42
split_gain=48.233 9.1613 5.0845 4.29793 2.03572 1.90994 1.88292 1.67879 0.996623 1.20896 0.994957 0.931544 0.775693 0.738617 0.730775 0.479718 0.382085 0.515456 0.299577 0.170751 0.436417 0.233258
threshold=0.10538500000000002 0.12419000000000001 0.10045500000000002 0.23993500000000004 0.14271500000000001 0.10559 -0.026509999999999995 0.085345000000000018 0.091170000000000015 -0.14822499999999997 -1.0000000180025095e-35 0.090000000000000011 -0.077084999999999987 -0.052454999999999995 0.091785000000000019 -0.085804999999999979 0.090445000000000011 -0.00038499999999999998 -0.014169999999999999 0.071360000000000021 -1.0000000180025095e-35 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 5 10 -2 14 8 9 -1 -3 12 15 -14 16 -11 17 -4 -7 20 -13 -21
right_child=1 4 6 -5 -6 18 -8 -9 -10 11 -12 19 13 -15 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=0.0026304912346128387 0.0015825958335950754 0.00036975683145342992 0.0022702527916128867 0.0021444036264243239 5.0765836704933487e-05 0.00073890476956896354 0.0013161225469238151 0.0016251386280315622 0.001792857798135071 0.001976559011091894 0.00094019319163429543 0.0018224607666707134 0.0022829236155583622 0.0017430074191859754 0.0015247358502159557 0.0023056241330053182 0.0017904656528388327 0.0018474928783720785 0.0010422066474588053 0.0022374041085489638 0.0021776821900465191 0.0019787367192031263
leaf_weight=76 72 58 71 58 86 57 86 57 62 53 79 96 52 61 52 805 86 59 99 91 65 72
leaf_count=76 72 58 71 58 86 57 86 57 62 53 79 96 52 61 52 805 86 59 99 91 65 72
internal_value=0 0.000950721 0.00209831 0.00134169 0.000449137 0.00113734 0.00174233 0.00218286 0.00220502 0.00222363 0.000698952 0.00219973 0.00225121 0.00199178 0.00187896 0.00228534 0.00196408 0.00207866 0.000931611 0.00204532 0.00196609 0.00212336
internal_weight=0 509 1844 286 223 228 354 1490 1433 1371 137 1295 971 113 268 858 216 130 156 324 161 163
internal_count=2353 509 1844 286 223 228 354 1490 1433 1371 137 1295 971 113 268 858 216 130 156 324 161 163
is_linear=0
shrinkage=0.0032998


Tree=3917
num_leaves=22
num_cat=0
split_feature=1 2 13 16 0 13 150 0 48 0 1454 16 16 160 1 0 16 4 12 13 399
split_gain=1.45899 0.735153 0.90787 0.542406 0.542008 1.02501 0.496492 0.695161 0.567608 0.452197 0.377829 0.374407 0.585746 0.470103 0.74817 0.36337 0.340923 0.246939 0.363436 0.304984 0.23757
threshold=0.12337000000000002 0.092155000000000015 0.11014500000000001 0.23993500000000004 -0.071844999999999978 -0.038394999999999992 0.088985000000000009 -0.11208499999999998 0.085265000000000021 -0.023359999999999995 0.081720000000000015 -0.039889999999999988 -0.069894999999999985 -1.0000000180025095e-35 0.07635500000000002 -0.086544999999999997 -0.4058199999999999 0.061375000000000006 0.086395000000000013 -0.079299999999999995 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 10 -6 7 8 -3 16 11 12 20 15 -15 -13 -2 18 -9 -20 -1
right_child=9 2 -4 -5 5 -7 -8 17 -10 -11 -12 13 -14 14 -16 -17 -18 -19 19 -21 -22
leaf_value=0.017506013591983394 -0.0024402951578929642 0.034070605251051565 -0.0068917614489990928 0.032381822546362418 0.024227274122148798 -0.0071852218754479315 0.00075937900194927627 0.0035812215066831593 0.012938469433064122 -0.011161362605856802 0.0051186380148217237 0.011386127645386893 0.00039681457828198821 0.020231456531337781 0.045099718930028537 0.024616856467075402 0.012708736023545541 0.0043006229356963898 0.025631395901933127 0.013617774232006502 0.029054403775125828
leaf_weight=565 74 87 66 75 53 66 76 79 62 57 55 100 55 76 63 145 97 92 77 277 56
leaf_count=565 74 87 66 75 53 66 76 79 62 57 55 100 55 76 63 145 97 92 77 277 56
internal_value=0 0.0159837 0.0120128 0.0184576 0.0176099 0.00679012 0.0136788 0.015133 0.0252894 0.00180866 0.0187631 0.0194693 0.017076 0.0236779 0.0315156 0.0192239 0.00614251 0.0122471 0.0139313 0.016236 0.0185503
internal_weight=0 2125 816 1309 1234 119 750 674 149 228 1115 1060 676 384 139 245 171 525 433 354 621
internal_count=2353 2125 816 1309 1234 119 750 674 149 228 1115 1060 676 384 139 245 171 525 433 354 621
is_linear=0
shrinkage=0.16829


Tree=3918
num_leaves=22
num_cat=0
split_feature=2 12 2 2 2 4 13 16 3 12 0 4 1375 16 4 13 0 160 151 160 157
split_gain=19.9423 8.12953 3.97142 2.96939 2.88506 1.68209 1.40516 1.27624 1.09104 0.953251 0.759506 0.740131 0.685338 0.650315 0.501013 0.405899 0.36648 0.696231 0.453078 0.626907 0.393253
threshold=0.12708000000000003 0.023990000000000004 -0.0091949999999999983 0.17576500000000003 0.092235000000000025 0.053255000000000004 -0.14179999999999995 -0.034884999999999992 -0.0035149999999999995 0.099055000000000018 -0.076639999999999986 -0.010419999999999997 -0.066804999999999989 0.022165000000000004 0.17982000000000001 -0.0016149999999999999 -0.079249999999999987 -0.074254999999999988 -0.088784999999999989 0.061600000000000009 -0.06266999999999999
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 2 -1 10 7 6 -3 -4 15 14 -2 -10 -8 -12 -7 -6 18 -18 -14 -20 -19
right_child=3 5 4 -5 8 9 12 -9 11 -11 13 -13 16 -15 -16 -17 17 20 19 -21 -22
leaf_value=0.00085970926590742006 0.00068897723429774962 0.002496634398097922 0.0016304629632629512 0.00010177480110239082 0.0013344928649871471 0.0016072676034238308 0.0023215878262258616 0.0022935822332540742 0.0018903766595275791 0.0013215504607244268 0.00090603583301993528 0.0013982257624848139 0.0016847050947217913 0.0014189129192083106 0.0019905409183081763 0.00092046715704485933 0.001493025326212274 0.0021740134662101584 0.0019643206152304051 0.0022924444915244421 0.0018623694467857865
leaf_weight=102 59 53 58 54 53 76 52 71 52 66 56 96 57 53 76 52 52 52 730 71 362
leaf_count=102 59 53 58 54 53 76 52 71 52 66 56 96 57 53 76 52 52 52 730 71 362
internal_value=0 0.00181517 0.00143891 0.000775638 0.00159348 0.00192572 0.00196704 0.00199571 0.00138825 0.00165471 0.000992027 0.00157138 0.00194662 0.00115574 0.00179914 0.00112979 0.00193186 0.00185608 0.00197298 0.00199345 0.0019016
internal_weight=0 2131 484 222 382 1647 1429 129 253 218 168 148 1376 109 152 105 1324 466 858 801 414
internal_count=2353 2131 484 222 382 1647 1429 129 253 218 168 148 1376 109 152 105 1324 466 858 801 414
is_linear=0
shrinkage=0.0032998


Tree=3919
num_leaves=17
num_cat=0
split_feature=4 12 49 13 4 4 4 0 0 4 474 13 156 42 12 130
split_gain=1.14352 0.597474 0.592693 0.544258 0.802505 0.449764 0.357383 1.02402 0.554268 0.329431 0.317171 0.808172 0.604044 0.715003 0.363242 0.275063
threshold=0.27161500000000005 0.092295000000000002 0.14255500000000002 -0.11122999999999998 0.51286500000000013 -0.51253999999999988 -0.17689999999999997 -0.034179999999999995 0.12113000000000002 0.41939500000000002 0.085295000000000024 -0.076734999999999984 0.083125000000000018 0.083795000000000022 0.085945000000000008 0.087820000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 9 -1 8 10 -7 -5 12 14 15 -14 -12 -8
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 11 -13 13 -15 -16 -17
leaf_value=0.00015039838215074981 0.022092600876027286 -0.012863368248171008 -0.0017539764456328735 0.0012243597378778061 -0.015028783225855913 0.037004317150940311 0.016292749341680526 -0.0069630740151735869 0.014293605981972121 0.018820727823391521 0.0074010144072193858 -0.0061298776545040522 0.039103057825156239 0.015956310971082951 0.026655328887434854 0.0092211318063880852
leaf_weight=55 52 53 60 61 52 55 1270 58 69 60 53 64 70 83 59 179
leaf_count=55 52 53 60 61 52 55 1270 58 69 60 53 64 70 83 59 179
internal_value=0 0.0031996 0.0147018 0.00699131 0.00244181 0.0151927 0.0156139 0.0150208 0.0243814 0.00996468 0.0157389 0.00893526 0.0164852 0.0265581 0.01756 0.0154204
internal_weight=0 278 2075 225 173 2015 1960 1836 124 121 1778 176 1602 153 112 1449
internal_count=2353 278 2075 225 173 2015 1960 1836 124 121 1778 176 1602 153 112 1449
is_linear=0
shrinkage=0.16829


Tree=3920
num_leaves=27
num_cat=0
split_feature=2 3 2 9 3 2 132 3 2 42 13 2 2 2 13 151 3 42 42 2 1210 1429 47 2 50 3
split_gain=30.0387 14.2676 7.97872 7.24124 4.24762 2.71258 1.64346 1.61162 1.58921 1.5228 1.32219 1.21252 0.800639 0.774327 0.74445 0.728736 0.680916 0.495468 0.723114 0.608533 0.444691 0.381162 0.359346 0.342703 0.295675 0.135592
threshold=0.13388500000000003 -0.027864999999999997 0.17000000000000001 -1.0000000180025095e-35 0.30112000000000005 0.10045500000000002 0.08518000000000002 -0.096749999999999989 0.079570000000000016 0.091545000000000015 -0.053824999999999991 0.089690000000000006 0.088745000000000004 0.074875000000000011 -0.09219999999999999 -0.04886999999999999 0.0065900000000000012 0.10059500000000002 0.11573500000000002 0.095195000000000016 -0.080859999999999974 1.0000000180025095e-35 0.089640000000000011 0.11342000000000001 0.085685000000000011 -0.082904999999999993
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 6 10 -3 5 8 9 -8 -5 12 -2 -10 14 24 -1 -14 -7 19 -19 -15 -16 23 -22 -17 -11 -9
right_child=2 3 -4 4 -6 16 7 25 11 13 -12 -13 15 17 20 21 -18 18 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.0027827214239057193 0.00093607608171706832 0.00056826529911010255 -0.00025508636236526552 0.0017481218011776054 0.000948405481544386 0.0013855021818497514 0.0015292118897411769 0.0023408113454094119 0.0027507434487967189 0.001845023461270469 0.0016034690524250924 0.0021267677440127562 0.0019557594381570606 0.0023650862766061605 0.0021444289838108105 0.0023529342179826234 0.001815107422259281 0.002716722150413498 0.0021926126387520934 0.001859356076621612 0.0024919563243411512 0.0025918032502378714 0.0022516819086495841 0.0020669754161182158 0.0021632011547184815 0.0021083976309401141
leaf_weight=77 71 57 55 57 53 68 53 59 62 86 60 77 61 54 54 266 102 54 64 52 561 61 81 58 54 62
leaf_count=77 71 57 55 57 53 68 53 59 62 86 60 77 61 54 54 266 102 54 64 52 561 61 81 58 54 62
internal_value=0 0.00217966 0.000799139 0.00167263 0.00182279 0.00194931 0.002317 0.00201119 0.00221439 0.00235059 0.00124202 0.00240534 0.00240677 0.00216234 0.0024716 0.00229433 0.00164347 0.00228365 0.00243276 0.00211732 0.00243713 0.00234788 0.0024617 0.00230185 0.001968 0.00222201
internal_weight=0 2233 186 476 419 366 1757 174 196 1583 131 139 1219 364 773 446 170 224 118 106 696 385 642 324 140 121
internal_count=2419 2233 186 476 419 366 1757 174 196 1583 131 139 1219 364 773 446 170 224 118 106 696 385 642 324 140 121
is_linear=0
shrinkage=0.0032998


Tree=3921
num_leaves=20
num_cat=0
split_feature=1 52 3 39 4 3 12 3 3 15 4 0 1 15 4 12 12 1 3
split_gain=46.4053 9.80794 4.78871 4.48224 3.20502 2.10407 1.99395 1.85175 1.93399 1.43223 1.15987 1.18732 1.14235 0.995193 0.986001 0.886228 0.632936 0.538421 0.32793
threshold=0.10557500000000002 -0.40011499999999994 -0.055839999999999994 0.081875000000000017 0.30163500000000004 0.086245000000000016 0.11844 0.077930000000000013 0.31343500000000007 -0.019239999999999997 -0.17689999999999997 -0.065064999999999998 0.13301500000000002 -0.075694999999999985 -0.032764999999999996 0.082295000000000021 0.092395000000000019 0.091055000000000011 -0.080464999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 9 12 -9 13 -11 15 -4 17 -7 -12 -15 18 -1
right_child=1 2 7 -5 -6 14 -8 8 -10 10 11 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.0018979904301040895 0.0019634564184985159 0.0015341077304428939 0.00018735913675914208 0.0010497736031932399 0.00048824185167208603 0.0016577126727168184 0.0011761856525023149 0.00079577234197537872 0.0001142662502150971 0.0022729884970999711 0.0022929979509359075 0.0013649926782056331 -0.00040819929463756802 0.0016523091072409425 0.0010817912387433668 0.0018542765649515972 0.0012321626673094555 0.0014470620035313521 0.0016911470930176158
leaf_weight=204 52 62 100 103 66 62 56 95 87 78 54 52 54 84 69 864 75 52 150
leaf_count=204 52 62 100 103 66 62 56 95 87 78 54 52 54 84 69 864 75 52 150
internal_value=0 0.000604287 0.00045189 0.0017201 0.000995108 0.00175843 0.00179011 0.000244845 0.000470191 0.0018114 0.00188387 0.00185254 -2.12443e-05 0.00167691 0.00135463 0.00188012 0.00145435 0.00176399 0.00181044
internal_weight=0 516 464 1903 128 1800 1669 336 182 1613 1048 970 154 565 131 918 159 406 354
internal_count=2419 516 464 1903 128 1800 1669 336 182 1613 1048 970 154 565 131 918 159 406 354
is_linear=0
shrinkage=0.0032998


Tree=3922
num_leaves=28
num_cat=0
split_feature=4 3 150 2 123 2 4 2 12 41 1456 156 2 4 2 12 13 3 51 15 15 15 4 0 2 133 2
split_gain=30.0295 11.9457 7.34946 3.08175 3.1982 2.94096 2.32041 1.27496 0.951711 1.34273 0.931202 0.762244 0.756074 0.674894 0.551078 0.567903 0.547043 0.982817 0.533191 0.526061 0.468613 0.446813 0.438408 0.402176 0.421789 0.286524 0.0608414
threshold=0.30163500000000004 -0.06340999999999998 0.089155000000000012 0.13388500000000003 1.0000000180025095e-35 0.14019000000000004 -0.00013999999999999996 0.10686000000000002 0.093270000000000006 0.075585000000000013 0.056325000000000007 0.088610000000000008 0.087710000000000024 -0.03463999999999999 0.089005000000000015 0.087495000000000003 -0.049744999999999991 -0.078254999999999977 0.035765000000000012 0.095970000000000014 -0.42075999999999997 -0.0090649999999999984 0.00025000000000000006 -0.079604999999999995 0.094720000000000013 0.099660000000000012 0.09277500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 7 13 -2 9 10 11 14 -8 -3 18 -16 17 -10 -1 22 -9 -12 23 -18 -25 26 -19
right_child=5 2 -4 -5 -6 -7 12 20 16 -11 21 -13 -14 -15 15 -17 19 25 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0022720884316650789 0.00082102891186243605 0.001993951229734101 0.00070649006027802904 0.0011481300683698066 0.001408792407897836 0.00029728580866076557 0.0027292939412822425 0.0015750374212530995 0.0015865196834349549 0.002767320607409321 0.002357996387364661 0.0019167603694801227 0.0022127575109462936 0.0015264192913885285 0.0018394020973915729 0.0022127133663313366 0.0025858191704122885 0.0021275534046616262 0.0026254503203272266 0.0019090812023738596 0.0011469388564016125 0.0027643656012710988 0.0020095079093471612 0.0020248984323324132 0.0024357726733701861 0.0019303339337756378 0.002304164294401822
leaf_weight=591 91 100 76 64 95 63 56 53 52 60 74 83 72 52 63 163 59 52 52 53 61 52 52 53 60 64 53
leaf_count=591 91 100 76 64 95 63 56 53 52 60 74 83 72 52 63 163 59 52 52 53 61 52 52 53 60 64 53
internal_value=0 0.00209321 0.00165466 0.00181872 0.00193308 0.000921599 0.00211083 0.00111329 0.00223124 0.00228427 0.00225735 0.00222176 0.00243902 0.00183424 0.00225085 0.0021088 0.00211 0.00198597 0.00230072 0.00220883 0.00134628 0.00252598 0.0022796 0.00236105 0.00224337 0.00210867 0.00221704
internal_weight=0 2151 515 439 375 268 280 205 1636 1138 1078 952 128 152 869 226 498 221 643 277 114 126 224 172 113 169 105
internal_count=2419 2151 515 439 375 268 280 205 1636 1138 1078 952 128 152 869 226 498 221 643 277 114 126 224 172 113 169 105
is_linear=0
shrinkage=0.0032998


Tree=3923
num_leaves=20
num_cat=0
split_feature=1 1 16 123 4 123 2 4 48 4 484 4 16 457 474 13 42 42 42
split_gain=67.2814 8.31869 6.83926 4.38576 2.7126 2.00631 2.85885 1.86583 1.40885 1.37765 0.89499 0.840842 1.10936 0.88705 0.861114 0.82908 0.737125 0.59595 0.369091
threshold=0.104035 0.13075500000000004 0.23451000000000002 1.0000000180025095e-35 0.42405000000000009 0.080635000000000012 0.09036000000000001 0.054560000000000004 0.093265000000000015 0.066275000000000014 -0.0042999999999999991 -0.50547999999999982 0.0014300000000000001 0.083570000000000019 0.088435000000000014 -0.035449999999999988 0.085630000000000012 0.086895000000000014 -0.0015249999999999999
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 5 7 -3 6 -2 8 11 -8 -9 -1 13 17 16 -10 -14 -13 -12
right_child=1 4 -4 -5 -6 -7 9 10 15 -11 18 12 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0026686397316906759 0.001688745660699785 0.0007206800529550516 0.0020532005088066555 0.0013709352434977467 -7.8301175605729307e-05 0.00046042077629015186 0.00040504125337646572 0.0022849928373637374 0.002147680631241343 0.0010757290987763253 0.0019825121308208542 0.0023884100609919997 0.0018175865353504633 0.0019114775773934199 0.002454310731938429 0.0015845449933121704 0.0021805406807988174 0.0022206241038595191 0.0016610687187802323
leaf_weight=58 61 86 73 71 100 76 52 56 65 94 70 688 125 59 56 52 123 360 94
leaf_count=58 61 86 73 71 100 76 52 56 65 94 70 688 125 59 56 52 123 360 94
internal_value=0 0.000856751 0.00115228 0.00217671 0.000290931 0.000919759 0.00108823 0.00220837 0.002248 0.000837095 0.00192248 0.00227588 0.00225971 0.00230849 0.00208196 0.0018977 0.00199774 0.00233081 0.00179849
internal_weight=0 542 356 1877 186 283 207 1806 1586 146 220 1469 1411 1107 304 117 248 1048 164
internal_count=2419 542 356 1877 186 283 207 1806 1586 146 220 1469 1411 1107 304 117 248 1048 164
is_linear=0
shrinkage=0.0032998


Tree=3924
num_leaves=24
num_cat=0
split_feature=1 2 12 123 4 2 43 1 49 12 11 16 2 12 1429 132 133 12 2 40 12 16 43
split_gain=45.1682 7.49754 6.86703 3.73072 2.78666 1.80287 1.60809 1.16258 1.66584 1.26835 1.7867 1.22175 0.98663 0.797559 0.576012 0.525713 0.521742 0.498805 0.412693 0.39096 0.328919 0.371035 0.206859
threshold=0.10508500000000001 0.14823500000000003 0.087245000000000003 1.0000000180025095e-35 0.25472500000000003 0.11728500000000001 -0.049914999999999994 0.089625000000000024 -0.014169999999999999 0.092495000000000008 1.0000000180025095e-35 0.21684500000000004 0.097070000000000004 0.089545000000000013 0.083870000000000014 0.022565000000000005 0.08709500000000002 0.085005000000000011 0.091545000000000015 -0.076644999999999977 -1.0000000180025095e-35 -0.083879999999999996 -0.040789999999999993
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 6 5 -4 7 19 9 -9 10 14 15 13 -10 17 18 -16 -1 -11 -2 -8 -22 -15
right_child=1 -3 4 -5 -6 -7 20 8 12 11 -12 -13 -14 22 16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.002459870062560428 0.00086671733861923002 0.00019136882282122647 0.0021855051501407648 0.0014695572821279003 0.0012425654693338389 0.0017874371916342662 0.00097375193278809819 0.0015398258803519167 0.0017294517965081246 0.0025203566205020691 0.0029299878073080626 0.001686433090978092 0.0025748415705031786 0.0020757872240830854 0.0018497476816143584 0.001908848387279237 0.0023146820925368538 0.0022931320216719323 0.0021953744475024192 0.00048419743736210352 0.0011195557127449067 0.0014951661522470817 0.0023196022691058115
leaf_weight=304 62 82 97 73 53 95 56 53 54 60 56 59 56 82 52 52 56 596 166 56 67 52 80
leaf_count=304 62 82 97 73 53 95 56 53 54 60 56 59 56 82 52 52 56 596 166 56 67 52 80
internal_value=0 0.00110844 0.00127811 0.00220243 0.00185257 0.00223179 0.000983896 0.00225622 0.00207728 0.00229771 0.00235389 0.00212023 0.00218187 0.00207983 0.00232185 0.00221217 0.00209115 0.00234949 0.00228181 0.000685481 0.00118491 0.00128398 0.00219641
internal_weight=0 525 443 1894 150 1821 293 1726 325 1401 1064 337 272 216 1008 278 108 900 226 118 175 119 162
internal_count=2419 525 443 1894 150 1821 293 1726 325 1401 1064 337 272 216 1008 278 108 900 226 118 175 119 162
is_linear=0
shrinkage=0.0032998


Tree=3925
num_leaves=30
num_cat=0
split_feature=1 1 1 15 13 4 0 0 4 4 13 15 1455 402 0 1212 1 0 15 1 16 16 4 13 15 13 0 13 16
split_gain=37.9815 3.94821 3.50295 3.20613 2.30573 2.29657 2.01303 3.07901 1.89804 1.27271 0.808322 0.726843 0.665904 0.595432 0.636837 0.638743 0.593679 0.797761 0.856174 0.592355 0.806368 0.441859 0.416282 0.335402 0.326904 0.308581 0.292843 0.238647 0.223198
threshold=0.109225 0.089625000000000024 0.12450500000000002 0.09167500000000002 -1.0000000180025095e-35 -0.16270999999999997 -0.07385499999999999 -0.13010499999999997 -0.010739999999999998 -0.078129999999999991 -0.006219999999999999 -0.41880499999999993 0.082590000000000011 0.095250000000000015 -0.081854999999999997 0.08790000000000002 0.083555000000000018 -0.089704999999999993 -0.019239999999999997 0.080475000000000005 -0.079714999999999994 0.41134500000000007 0.032965000000000001 -0.011494999999999998 -0.0036549999999999998 -0.067389999999999992 -0.088634999999999992 -0.084154999999999994 -0.06421499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 8 5 11 -3 7 -7 -2 13 -10 -4 16 14 15 26 17 18 22 20 -16 24 -11 -22 -19 -9 -1 -28 -5
right_child=2 3 4 28 -6 6 -8 25 10 12 -12 -13 -14 -15 19 -17 -18 21 -20 -21 23 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.0026928198450659174 0.002004070755081625 0.0024418115220194237 0.00090920920477235523 0.0023151937708337724 0.001359006535081693 0.0014229878245915711 0.0011733750777931497 0.0020315342488553502 0.0015130871911231754 0.002547006758126667 0.0010170059677746756 0.00043130244079808499 0.0020321719326788163 0.0027724424375734531 0.0025199054157295565 0.002867517785763685 0.0020453992128126389 0.0023871549931451727 0.0028791307251449321 0.0026307808817767936 0.0022408855527702703 0.0020126484162767302 0.0022324787020292173 0.0018725877666892227 0.0021865596566084775 0.0023605646242267132 0.0022386841642704674 0.002506598387934769 0.0026135020938184189
leaf_weight=52 58 60 63 52 76 97 57 63 83 102 64 78 101 72 65 58 79 244 53 52 55 65 89 57 149 67 64 97 67
leaf_count=52 58 60 63 52 76 97 57 63 83 102 64 78 101 72 65 58 79 244 53 52 55 65 89 57 149 67 64 97 67
internal_value=0 0.0022816 0.0011879 0.00201571 0.000895284 0.0018538 0.00172945 0.00186892 0.00149747 0.00236624 0.00129735 0.000645085 0.00228713 0.00248818 0.00244717 0.00255669 0.00232005 0.00235091 0.00250471 0.00231741 0.00222514 0.0022689 0.00240063 0.00205376 0.00231119 0.00220138 0.00247189 0.00240032 0.00248345
internal_weight=0 1917 422 463 217 344 284 227 205 1454 147 141 882 572 500 271 781 702 244 229 177 458 191 112 393 130 213 161 119
internal_count=2339 1917 422 463 217 344 284 227 205 1454 147 141 882 572 500 271 781 702 244 229 177 458 191 112 393 130 213 161 119
is_linear=0
shrinkage=0.0032998


Tree=3926
num_leaves=19
num_cat=0
split_feature=3 3 42 402 43 403 160 3 43 133 3 43 3 3 16 42 52 42
split_gain=1.75388 0.635666 0.779767 0.78979 0.712359 0.586747 0.710253 0.596634 0.43572 0.545496 1.29631 0.495573 0.398543 0.342428 1.5719 0.257 0.513491 0.348804
threshold=0.31534000000000006 -0.082254999999999981 0.11214000000000002 -1.0000000180025095e-35 -0.095564999999999983 -0.063554999999999987 -0.30150999999999994 0.12745000000000004 0.058500000000000003 -0.030254999999999994 -0.097574999999999981 -0.45516499999999999 0.10323000000000002 -0.10583499999999998 0.11021500000000002 0.08648500000000002 -0.010614999999999998 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 -3 -6 -7 12 9 10 -1 -11 -8 14 -13 17 -17 -15
right_child=-2 2 3 -5 5 6 7 -9 -10 11 -12 13 -14 15 -16 16 -18 -19
leaf_value=-0.0097214276619628608 -0.0084346363368800678 0.03722230217879767 0.018648350879789746 -0.0064943684866110825 0.029318627762645703 0.028989248604696035 0.013864842810881609 0.028253594921482172 0.033155141617608686 0.037677521527609427 0.023437987032316979 0.0016399891870867349 -0.00059579326151573057 0.019123559384791107 0.034270732733896768 0.0056581202016715024 0.025756815326524091 0.029819599845020035
leaf_weight=52 68 52 64 79 100 103 735 78 93 59 93 102 58 135 71 60 91 246
leaf_count=52 68 52 64 79 100 103 735 78 93 59 93 102 58 135 71 60 91 246
internal_value=0 0.0189763 0.0164689 0.00474575 0.0179561 0.0170216 0.0157573 0.0141905 0.0221501 0.0210221 0.0115339 0.0228206 0.0128049 0.0215747 0.0150422 0.0236956 0.0177825 0.0260344
internal_weight=0 2271 1269 143 1126 1074 974 871 1002 909 145 764 793 705 173 532 151 381
internal_count=2339 2271 1269 143 1126 1074 974 871 1002 909 145 764 793 705 173 532 151 381
is_linear=0
shrinkage=0.16829


Tree=3927
num_leaves=26
num_cat=0
split_feature=4 12 150 43 42 150 15 4 42 43 11 15 43 52 15 15 4 51 15 42 43 43 4 4 15
split_gain=25.6924 11.0792 4.21363 3.21501 2.38636 2.16814 2.72721 1.84621 1.15538 1.1233 1.0092 1.52263 0.800845 0.86513 0.732494 1.26356 0.424197 0.36918 0.366553 0.364121 0.295863 0.560795 0.34053 0.288667 0.108796
threshold=0.30163500000000004 0.077755000000000005 0.094365000000000018 -0.014584999999999999 0.10799000000000002 0.081245000000000026 -0.41309499999999993 0.51400500000000016 -0.034284999999999989 -0.048514999999999996 1.0000000180025095e-35 0.029300000000000003 -0.083154999999999993 -0.0068949999999999992 -1.0000000180025095e-35 -0.097499999999999989 0.032965000000000001 -0.08101499999999999 0.087865000000000013 0.086275000000000004 0.015110000000000002 0.087840000000000015 0.0030100000000000001 -0.0084099999999999991 0.094215000000000007
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=1 2 3 8 10 6 7 -2 -1 -6 12 -12 17 16 15 -5 23 -3 19 -19 22 -22 -15 -14 -11
right_child=5 4 -4 14 9 -7 -8 -9 -10 24 11 -13 13 20 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0017558050469012032 0.0013991607359817471 0.0021294940041991129 0.00078382746637138787 0.0021188502340319529 0.0014153823377527641 0.0015252495351076218 0.00015620863914522469 0.00064245194669623783 0.0011555831966422187 0.0018910645576122253 0.0022164428835228702 0.0029551410715544383 0.0019775041391138335 0.0022941878698854953 0.0022111737188158856 0.0014772493032155695 0.0017213736814596415 0.0023728105757159198 0.0021933511579520742 0.0026704468563884865 0.0018213685707517825 0.0022230155550059826 0.0020604184881070579 0.0022567252100871454 0.0021137939793915515
leaf_weight=54 72 78 59 74 53 56 54 69 101 52 75 52 142 449 92 62 52 166 81 65 56 126 84 60 55
leaf_count=54 72 78 59 74 53 56 54 69 101 52 75 52 142 449 92 62 52 166 81 65 56 126 84 60 55
internal_value=0 0.00206995 0.0016058 0.00173233 0.00219456 0.000952286 0.000787561 0.00102911 0.00136492 0.0018105 0.00223589 0.00251918 0.00220939 0.0021581 0.00198194 0.00182661 0.0019913 0.00233675 0.00238845 0.00245671 0.0022173 0.00209963 0.00225741 0.00206062 0.00200588
internal_weight=0 2088 442 383 1646 251 195 141 155 160 1486 127 1359 969 228 136 254 390 312 231 715 182 533 202 107
internal_count=2339 2088 442 383 1646 251 195 141 155 160 1486 127 1359 969 228 136 254 390 312 231 715 182 533 202 107
is_linear=0
shrinkage=0.0032998


Tree=3928
num_leaves=22
num_cat=0
split_feature=1 4 124 14 4 123 1 150 15 131 157 457 4 4 15 15 1453 4 4 15 15
split_gain=73.6636 9.36604 4.90713 3.81739 3.63169 3.54601 2.90395 2.19055 1.73235 1.20536 0.810835 1.07659 1.28538 2.68157 0.597171 0.522422 0.520309 0.393213 0.29245 0.223047 0.112365
threshold=0.10538500000000002 0.27287000000000006 -0.078224999999999989 0.054835000000000009 0.032965000000000001 0.081180000000000016 0.13052500000000003 0.083205000000000015 -0.42759999999999992 0.087705000000000019 -0.085709999999999995 0.080930000000000016 -0.13833499999999996 -0.49432999999999994 -0.074959999999999985 -0.026169999999999995 -0.0087699999999999983 -0.016164999999999995 0.50230500000000011 -0.03886499999999999 -0.10364499999999999
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=2 5 -1 4 10 7 18 9 -8 17 15 12 13 -12 20 -4 -14 -2 -3 -16 -6
right_child=1 6 3 -5 14 -7 8 -9 -10 -11 11 -13 16 -15 19 -17 -18 -19 -20 -21 -22
leaf_value=0.0015532330063435591 0.0013137776907994809 0.00061643947180127859 0.0024141742243191855 0.0031274897319564393 0.0022365385217473208 0.00062761271628565226 0.00044030783439109232 0.00093056340092586231 -0.0003775571908429642 0.0021041206982039366 0.002537245931104585 0.0019898889384977643 0.0021102478400961133 0.0015109055088647894 0.0016469105313876948 0.0028339978107813977 0.0024503049515797719 0.0017134834926850458 0.00094524602416687657 0.0019412456224270605 0.0020216141557218279
leaf_weight=84 57 58 60 70 58 62 59 52 54 56 60 75 53 52 60 75 1060 53 62 58 61
leaf_count=84 57 58 60 70 58 62 59 52 54 56 60 75 53 52 60 75 1060 53 62 58 61
internal_value=0 0.000918113 0.00233345 0.00237105 0.00233936 0.0013249 0.000429116 0.00152305 4.91579e-05 0.00170844 0.00240197 0.00237642 0.00240006 0.00206105 0.00196013 0.00264767 0.00243414 0.00150668 0.000786616 0.00179188 0.00212666
internal_weight=0 513 1826 1742 1672 280 233 218 113 166 1435 1300 1225 112 237 135 1113 110 120 118 119
internal_count=2339 513 1826 1742 1672 280 233 218 113 166 1435 1300 1225 112 237 135 1113 110 120 118 119
is_linear=0
shrinkage=0.0032998


Tree=3929
num_leaves=16
num_cat=0
split_feature=1 10 2 3 15 1 150 14 1186 4 16 1453 1 484 3
split_gain=2.04742 0.951457 0.484608 0.996512 0.590969 0.412834 0.404923 0.576388 0.345606 0.489953 0.333017 0.882758 0.488343 0.459848 0.361158
threshold=0.10932500000000002 -1.0000000180025095e-35 0.09036000000000001 0.12566000000000002 -0.41880499999999993 0.12895500000000001 0.10980500000000001 0.076175000000000007 0.081240000000000021 -0.51003499999999991 -0.069144999999999984 -0.044999999999999991 0.10423500000000001 -0.063394999999999993 -0.094404999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 5 4 -4 -3 7 8 9 -1 13 -12 -13 -11 -15
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 11 12 -14 14 -16
leaf_value=0.036422467046462778 -0.0096142213526373543 0.027926350678259017 0.01022068358984465 0.019520275551745604 -0.013180826128745356 0.0081792432688544085 0.0080555268396784452 0.035422480046233301 0.006968554182332839 0.035672125682370937 -0.0020486302847786513 0.020209500422665561 0.0032942402983702022 0.031138391679500728 0.019780867301398049
leaf_weight=53 78 70 52 92 74 53 76 72 56 68 60 738 52 91 654
leaf_count=53 78 70 52 92 74 53 76 72 56 68 60 738 52 91 654
internal_value=0 0.00714127 0.0109792 0.00620165 -0.0035088 0.019432 0.0201327 0.0206295 0.0200274 0.0204525 0.0199425 0.0176035 0.0190984 0.0223857 0.0211706
internal_weight=0 419 341 218 126 123 1920 1844 1772 1716 1663 850 790 813 745
internal_count=2339 419 341 218 126 123 1920 1844 1772 1716 1663 850 790 813 745
is_linear=0
shrinkage=0.16829


Tree=3930
num_leaves=18
num_cat=0
split_feature=1 3 12 4 4 10 49 16 3 3 1447 474 1429 4 484 4 4
split_gain=33.8597 5.95553 4.19564 3.10567 2.98475 1.5899 1.374 1.19097 1.09175 0.843788 0.786696 0.771885 1.03946 0.692881 0.609501 0.671706 0.517106
threshold=0.10915500000000002 -0.055839999999999994 -0.083994999999999986 0.27161500000000005 0.26171000000000005 -1.0000000180025095e-35 -0.096484999999999987 -0.065564999999999984 -0.096404999999999991 0.30835000000000007 -0.086254999999999984 0.10008000000000002 0.084690000000000015 0.50609000000000004 -0.0042999999999999991 -0.082249999999999976 -0.0030749999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 16 6 -2 -3 -4 8 -8 13 -9 12 -12 -7 -10 -16 -1
right_child=1 5 3 -5 -6 9 7 10 14 -11 11 -13 -14 -15 15 -17 -18
leaf_value=0.0009029672482208013 0.0017525888024887942 4.4138932088728801e-05 0.0023030863792655792 0.0010180950780526367 0.00071951091286206656 0.00092447379010486466 0.0022375731922427622 0.0021143990461755108 0.0021444120981879032 0.0003021686260019314 0.0017115882744825988 0.0020467079303914159 0.0012766593696950509 0.00044915338494198821 0.0019953706525358216 0.0017608161790739288 0.0013672507687226324
leaf_weight=54 74 73 65 53 52 92 95 55 75 67 720 67 66 53 189 476 52
leaf_count=54 74 73 65 53 52 92 95 55 75 67 720 67 66 53 189 476 52
internal_value=0 0.000728969 0.00177051 0.00180692 0.00132652 0.000464666 0.00183002 0.00181236 0.00190273 0.000609304 0.00172922 0.00170434 0.00167511 0.000750979 0.0018597 0.00182753 0.00113106
internal_weight=0 411 1967 1861 126 285 1808 1743 835 212 908 853 786 145 740 665 106
internal_count=2378 411 1967 1861 126 285 1808 1743 835 212 908 853 786 145 740 665 106
is_linear=0
shrinkage=0.0032998


Tree=3931
num_leaves=20
num_cat=0
split_feature=2 12 2 14 12 2 12 52 52 12 48 159 2 1208 13 42 2 43 52
split_gain=20.9692 8.97383 4.45427 2.64658 2.18095 2.81074 1.84465 1.58073 1.59922 1.46866 0.928353 1.09855 0.708461 0.527977 0.467233 0.431304 1.07081 0.278991 0.108123
threshold=0.12051500000000002 -0.029844999999999997 0.17000000000000001 0.062655000000000016 0.077755000000000005 0.10406500000000002 0.094600000000000004 -0.081594999999999987 1.0000000180025095e-35 0.10005000000000001 0.093265000000000015 0.088800000000000004 0.087365000000000012 0.080860000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09796500000000001 -0.099699999999999983 -0.069924999999999987
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 6 4 5 18 14 -1 -9 10 11 13 -13 -6 -2 17 -17 -11 -3
right_child=2 3 -4 -5 9 -7 -8 8 -10 15 -12 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0015120650335094835 0.00058036107946299027 0.0019165007304733589 -6.3055817134062141e-05 0.002462861935176652 0.0019648888328753478 0.0010418330302965841 0.0013939519807077269 0.00062154033648092414 0.0013575465778763055 0.0019358747383296461 0.0015880584459908296 0.0013216523085457824 0.0018421899755964497 0.0016324618941513896 0.00098499763310198603 0.0011365435334348927 0.0017790825595800637 0.0016175854505263733 0.001718688141815431
leaf_weight=70 75 54 55 70 1091 88 78 85 52 52 102 52 65 56 54 56 58 78 87
leaf_count=70 75 54 55 70 1091 88 78 85 52 52 102 52 65 56 54 56 58 78 87
internal_value=0 0.00176093 0.00077104 0.00183172 0.00180768 0.00150554 0.000992829 0.00110791 0.000901158 0.00185063 0.0018929 0.00191747 0.00161114 0.00194869 0.000750017 0.00161384 0.00146376 0.00174517 0.0017947
internal_weight=0 2116 262 1909 1839 229 207 207 137 1610 1366 1264 117 1147 129 244 114 130 141
internal_count=2378 2116 262 1909 1839 229 207 207 137 1610 1366 1264 117 1147 129 244 114 130 141
is_linear=0
shrinkage=0.0032998


Tree=3932
num_leaves=22
num_cat=0
split_feature=4 39 3 4 3 150 14 16 43 15 15 4 4 2 43 3 3 43 124 52 4
split_gain=32.9305 12.0591 7.80957 3.17907 2.86099 2.24471 3.00002 2.59507 1.75482 2.31576 1.51969 1.4581 1.36681 0.790992 0.581078 0.493738 0.656065 0.492188 0.452439 0.44841 0.40695
threshold=0.30163500000000004 0.083495000000000014 0.20828500000000003 -0.082869999999999985 0.092330000000000009 0.081245000000000026 -0.45687499999999998 -0.4714549999999999 -0.033174999999999989 0.082365000000000008 -0.11399999999999998 0.043850000000000007 -0.011514999999999999 0.094835000000000017 -0.12584499999999996 0.06269000000000001 -0.086049999999999988 -0.0082149999999999983 -0.080389999999999989 -0.00094999999999999989 0.0045450000000000013
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 2 3 8 10 6 -2 -8 9 -1 20 13 -3 -12 -11 16 17 -10 -14 -13 -5
right_child=5 12 -4 4 -6 -7 7 -9 15 14 11 19 18 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0018110227356316632 0.0015311692156457538 0.0010535178490205805 0.0011131540885191329 0.002546695061548805 0.0015768874546275352 0.0016147033348822438 0.00098918600871201849 7.4143099902491104e-05 0.0030842217917393705 0.0027936493753321248 0.00242173320986604 0.0018459135221445516 0.0014603717871072939 0.0021960241975061854 0.0023485541938692974 0.0030478386786305747 0.0023932223537689867 0.0027018059830604224 0.0018926184780878885 0.0021803487537536445 0.0029346453526406077
leaf_weight=54 53 60 52 75 53 56 81 58 55 84 823 69 54 218 54 69 52 123 54 129 52
leaf_count=54 53 60 52 75 53 56 81 58 55 84 823 69 54 218 54 69 52 123 54 129 52
internal_value=0 0.00230346 0.00237614 0.00241051 0.00233111 0.00103268 0.000862744 0.000607623 0.00263991 0.00239247 0.00236035 0.00232491 0.00145442 0.0023745 0.00261974 0.00279869 0.00272379 0.00282017 0.00167682 0.00206398 0.00270582
internal_weight=0 2130 1962 1910 1419 248 192 139 491 192 1366 1239 168 1041 138 299 230 178 108 198 127
internal_count=2378 2130 1962 1910 1419 248 192 139 491 192 1366 1239 168 1041 138 299 230 178 108 198 127
is_linear=0
shrinkage=0.0032998


Tree=3933
num_leaves=17
num_cat=0
split_feature=1 52 1 12 123 14 48 48 10 4 47 12 472 2 4 2
split_gain=42.9701 10.1875 3.70249 4.31583 3.55747 2.03326 1.60395 1.57022 1.52113 0.887497 0.82775 1.14073 0.669441 0.758873 0.503571 0.365002
threshold=0.104035 -0.40011499999999994 0.12450500000000002 0.089435000000000014 1.0000000180025095e-35 0.062655000000000016 0.093265000000000015 -0.026004999999999997 -1.0000000180025095e-35 0.50569000000000008 0.077555000000000013 0.088005000000000014 -0.068659999999999985 0.092365000000000017 0.056815000000000011 0.095935000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 5 6 7 -1 -4 -10 12 -12 -9 -14 -3 -8
right_child=1 2 8 -5 -6 -7 15 10 9 -11 11 -13 13 -15 -16 -17
leaf_value=0.0018284510939519413 0.0024857440928165203 0.00081824989211771288 0.0002169513420172712 0.0019268346608930878 0.0015279042705556112 0.0028734327283818509 0.0020846336728504327 0.0026674496839775084 0.0010938719014312117 0.00057373532826912349 0.0029652248417617964 0.0023112105961164259 0.0023452457371337695 0.0021740967918513249 0.0011718871521032438 0.0017392816266756244
leaf_weight=72 59 85 54 80 68 65 81 55 82 64 52 68 922 418 93 60
leaf_count=72 59 85 54 80 68 65 81 55 82 64 52 68 922 418 93 60
internal_value=0 0.00119475 0.00102837 0.00128974 0.00227029 0.00229842 0.00227677 0.00230685 0.000691012 0.000866108 0.00232957 0.00259491 0.00230672 0.00229188 0.00100321 0.00193793
internal_weight=0 517 458 258 1861 1793 1728 1587 200 146 1515 120 1395 1340 178 141
internal_count=2378 517 458 258 1861 1793 1728 1587 200 146 1515 120 1395 1340 178 141
is_linear=0
shrinkage=0.0032998


Tree=3934
num_leaves=25
num_cat=0
split_feature=1 10 48 51 0 0 4 0 47 43 4 43 4 4 4 43 159 4 0 43 1212 43 4 51
split_gain=2.67143 0.676926 0.670992 0.615663 1.6 0.551729 0.72964 0.406753 0.53082 0.401396 0.723034 0.522875 0.416461 0.392311 0.59165 0.375965 0.373999 0.388751 0.368321 0.354889 0.267725 0.506208 0.165986 0.160844
threshold=0.10932500000000002 -1.0000000180025095e-35 0.093265000000000015 0.023625000000000004 -0.065064999999999998 -0.15270499999999995 0.50373500000000015 -0.096594999999999986 0.11043500000000002 -0.035884999999999993 -0.099704999999999974 -0.018199999999999997 -0.069734999999999978 -1.0000000180025095e-35 0.052250000000000012 -0.071349999999999983 0.10275500000000001 0.00025000000000000006 -0.083854999999999985 -0.04009999999999999 -0.095139999999999988 0.053035000000000006 -0.071519999999999986 0.096255000000000021
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 -2 3 9 18 -3 7 -7 -9 10 -1 -11 20 -14 -15 16 17 -12 23 -4 -13 -22 -17 -5
right_child=1 5 19 4 -6 6 -8 8 -10 11 15 12 13 14 -16 22 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00083141478978602558 -0.0058397779909599478 -0.0041548362347113331 0.0061785708254771619 0.024268003083809365 0.057906939533326193 0.0086235520802160452 0.0019568796824277744 0.035207910968196379 0.0128894083723845 0.041297982238313179 0.027200770085490173 0.015998981711089301 0.010380665518894884 0.0364363339440405 0.016167565012302012 0.0055904745314820292 0.010627799684314506 0.016585708507803072 0.015570725335211958 0.021713892869533236 0.025309042089283754 0.039256506251548681 0.018174260442339895 0.03629460948832073
leaf_weight=53 81 54 98 64 52 56 89 73 52 54 388 54 99 65 111 53 62 132 77 73 306 98 69 65
leaf_count=53 81 54 98 64 52 56 89 73 52 54 388 54 99 65 111 53 62 132 77 73 306 98 69 65
internal_value=0 0.00790598 0.0229185 0.0238757 0.0315031 0.011348 0.0144552 0.0205908 0.0259378 0.0226 0.0198223 0.0252696 0.0240863 0.0188881 0.0236634 0.0212495 0.0230339 0.0245096 0.0248293 0.0128211 0.0272036 0.0286968 0.0127223 0.0303418
internal_weight=0 405 1973 1802 258 324 270 181 125 1544 757 787 733 275 176 704 582 520 206 171 458 404 122 129
internal_count=2378 405 1973 1802 258 324 270 181 125 1544 757 787 733 275 176 704 582 520 206 171 458 404 122 129
is_linear=0
shrinkage=0.16829


Tree=3935
num_leaves=17
num_cat=0
split_feature=1 52 15 3 3 2 1213 42 41 1 13 2 15 3 50 42
split_gain=1.48257 0.595864 0.97202 1.0359 0.557086 0.573238 0.351072 0.58738 0.424616 0.358541 0.525923 0.343987 0.328781 0.278906 0.379669 0.250446
threshold=0.10947000000000001 -0.23125999999999997 -0.066974999999999993 0.077930000000000013 0.10812000000000001 -0.011974999999999998 0.049610000000000008 0.088520000000000015 0.077565000000000009 0.10019500000000002 -0.0011949999999999997 0.11793500000000001 -0.15614499999999998 0.086245000000000016 0.10672000000000002 -0.069844999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 5 -1 8 15 9 13 -11 -3 -5 14 -7 -8
right_child=1 2 -4 12 -6 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.001152604284247731 0.023493076939845821 -0.0073067901003354844 -0.011828623813267202 0.029606734636302499 0.0022383606488997391 0.019704343941800869 0.027147817318699245 0.039921538752169076 0.0056214802969976191 0.014708657028894576 0.037058904608943746 0.0081108968587851327 0.011546874552964149 0.0080926334925869401 0.01095071827220203 0.012786046264442533
leaf_weight=52 54 80 80 63 61 1202 68 59 72 52 71 84 53 75 160 71
leaf_count=52 54 80 80 63 61 1202 68 59 72 52 71 84 53 75 160 71
internal_value=0 0.00700028 0.00452136 0.00919921 0.0180999 0.0186131 0.0191082 0.0258223 0.0182926 0.0188762 0.0276246 0.000579119 0.0213707 0.0181261 0.0186773 0.0198249
internal_weight=0 414 360 280 1943 1882 1830 198 1632 1560 123 164 116 1437 1362 139
internal_count=2357 414 360 280 1943 1882 1830 198 1632 1560 123 164 116 1437 1362 139
is_linear=0
shrinkage=0.16829


Tree=3936
num_leaves=11
num_cat=0
split_feature=9 12 2 3 12 471 484 2 0 3
split_gain=1.15023 0.723352 1.38154 0.630186 0.465785 0.398139 0.447743 0.418823 0.532556 0.843084
threshold=0.085355000000000014 -0.10853999999999998 0.13388500000000003 -0.049204999999999992 -0.029844999999999997 1.0000000180025095e-35 0.096480000000000024 -0.007134999999999999 0.11026000000000001 -0.15078499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 -3 9 -9
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11
leaf_value=0.032480241428846382 -0.0084518556055688063 0.0010866039184783426 0.013667776740469378 0.0026762533790366232 -0.019109571915801017 0.02586251784636277 0.0029703681274709029 -0.0020505356671867048 0.029205079868708305 0.015511412444847028
leaf_weight=59 66 61 54 54 57 88 95 81 75 1667
leaf_count=59 66 61 54 54 57 88 95 81 75 1667
internal_value=0 0.0140658 0.0135783 -0.00123076 -0.00849488 0.0147613 0.0142667 0.0148354 0.0152945 0.0146966
internal_weight=0 2291 2232 165 111 2067 1979 1884 1823 1748
internal_count=2357 2291 2232 165 111 2067 1979 1884 1823 1748
is_linear=0
shrinkage=0.16829


Tree=3937
num_leaves=26
num_cat=0
split_feature=4 3 150 0 14 376 51 4 4 14 15 3 13 15 12 0 0 12 0 15 3 160 50 52 4
split_gain=22.2627 10.4122 3.83376 2.254 2.81034 1.90384 1.97619 1.94931 2.70701 1.01147 0.700042 1.67298 2.60498 1.07183 0.774886 0.592237 0.452946 0.370746 0.368483 0.364549 0.249006 0.236484 0.198454 0.201639 0.190461
threshold=0.30163500000000004 -0.058704999999999993 0.08926000000000002 -0.10803999999999998 -0.42214499999999994 0.083785000000000012 -0.096089999999999981 -0.0058549999999999991 -0.15450999999999995 0.076175000000000007 0.03981500000000001 -0.097574999999999981 0.087005000000000013 0.084050000000000014 0.10222500000000002 -0.13740499999999997 -0.077584999999999987 0.086505000000000012 -0.088634999999999992 -0.42075999999999997 -0.094404999999999975 -0.08292999999999999 0.089465000000000017 0.093995000000000009 -0.085474999999999982
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=1 9 5 -2 -5 6 -3 8 -8 10 11 12 -1 -12 17 -9 20 21 -19 -6 -15 -13 23 -18 -22
right_child=3 2 -4 4 19 -7 7 15 -10 -11 13 14 -14 16 -16 -17 22 18 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0015135321132857993 0.0015810507271742187 0.0025107823448558522 0.0010852285530888301 0.0015723733363899998 0.00083500862685372327 0.0013756654489539778 0.0021110992742793054 0.0018669959283490322 0.001142114565422032 0.0028012242469989106 0.002817178092138516 0.0023498603749800458 0.0023431498394083168 0.0026257240736543628 0.0020128922665921729 0.0023154223547814804 0.0019966326450533947 0.0021706735753444059 0.0023950953748697835 0.00044578632045123834 0.002541129634557123 0.002587701944442741 0.0024109466290347472 0.0022593544464225659 0.0023573008182747606
leaf_weight=76 102 69 72 53 53 61 58 52 69 52 63 80 91 59 72 89 53 129 232 53 81 124 52 95 367
leaf_count=76 102 69 72 53 53 61 58 52 69 52 63 80 91 59 72 89 53 129 232 53 81 124 52 95 367
internal_value=0 0.00221995 0.00178705 0.00119767 0.000951499 0.00191392 0.00201125 0.00188251 0.00158492 0.00234506 0.00232997 0.00226112 0.00196581 0.00240182 0.00233848 0.0021503 0.00236476 0.00237991 0.002315 0.00064073 0.00241805 0.0024946 0.0022295 0.00216551 0.00239062
internal_weight=0 2096 470 261 159 398 337 268 127 1626 1574 804 167 770 637 141 707 565 361 106 507 204 200 148 448
internal_count=2357 2096 470 261 159 398 337 268 127 1626 1574 804 167 770 637 141 707 565 361 106 507 204 200 148 448
is_linear=0
shrinkage=0.0032998


Tree=3938
num_leaves=20
num_cat=0
split_feature=4 3 3 43 15 14 43 48 1375 1185 4 13 3 15 1209 1212 3 3 130
split_gain=13.8882 6.61285 2.43391 3.05689 3.00087 2.30777 0.729605 0.599703 0.561455 0.565336 0.602076 0.541191 0.451524 1.3024 0.367116 0.444593 0.286515 0.271185 0.273664
threshold=0.30163500000000004 -0.058704999999999993 0.10812000000000001 -0.033174999999999989 -0.021954999999999999 -0.45687499999999998 -0.049914999999999994 0.08796000000000001 -0.074434999999999987 0.085905000000000009 -0.42305999999999994 0.0049200000000000008 -0.0042999999999999991 -1.0000000180025095e-35 0.091400000000000023 0.088495000000000018 0.099930000000000005 -0.13795999999999997 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 7 -4 -2 -7 -3 -1 10 -10 14 -5 -14 15 -12 -8 -13 -19
right_child=5 2 4 12 -6 6 16 -9 9 -11 11 17 13 -15 -16 -17 -18 18 -20
leaf_value=0.0018974544310637613 0.001285239001174566 0.0010692650956961329 0.0011815022889394265 0.0012880803484006057 0.00012075312622019643 0.00025427952009404465 0.00046942650156403678 0.00063731557380837793 0.0018407622774116211 0.0018866265090925613 0.0015539526419831751 0.0011733247743192204 0.0013651542850761894 0.002012250362644857 0.0013006204364120575 0.001797152367896611 0.00078617563033596459 0.0015424382868122379 0.0012803985239407773
leaf_weight=56 52 93 66 61 52 78 53 57 73 56 1047 52 83 58 58 91 78 122 71
leaf_count=56 52 93 66 61 52 78 53 57 73 56 1047 52 83 58 58 91 78 122 71
internal_value=0 0.00147018 0.00112517 0.00126279 0.000714352 0.000662733 0.000507682 0.000905359 0.00156988 0.00155818 0.001546 0.00153105 0.00152803 0.00163159 0.00156023 0.00157343 0.000658294 0.00138845 0.00144622
internal_weight=0 2096 470 352 118 261 209 150 1626 1570 1514 1441 202 141 1196 1138 131 245 193
internal_count=2357 2096 470 352 118 261 209 150 1626 1570 1514 1441 202 141 1196 1138 131 245 193
is_linear=0
shrinkage=0.0032998


Tree=3939
num_leaves=20
num_cat=0
split_feature=1 52 124 50 1 4 12 4 52 51 0 51 12 1 0 394 50 4 1
split_gain=25.5651 6.67255 2.7992 2.70645 2.8942 1.89914 1.3966 0.960051 1.17999 0.717442 1.16152 0.597449 1.03967 0.548846 0.542106 0.480252 0.470148 0.467101 0.435109
threshold=0.104035 -0.41304999999999997 -0.080389999999999989 0.077545000000000017 0.12007000000000002 0.032965000000000001 0.11628000000000001 0.043850000000000007 0.0029250000000000005 -0.17169499999999996 -0.11208499999999998 -0.06512999999999998 -0.029844999999999997 0.084330000000000016 -0.079249999999999987 -0.0063999999999999986 0.089465000000000017 0.082475000000000007 0.11230000000000001
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 -1 4 5 -3 7 9 17 -4 13 -6 -13 -11 15 -12 -16 -9 -7
right_child=1 3 6 -5 11 18 -8 8 -10 10 14 12 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0010250074076874074 0.0019030225733101995 0.00046876127075241533 0.0021228784432811513 0.0012816698068458161 0.00063416315687988222 0.0013346997279870747 0.0012430685330430558 0.0015441090964503383 0.0018315028301830892 0.0016491840114345002 0.002032853879731586 0.00048018301024168643 -7.9878899977987205e-05 0.0011680796959689676 0.0016134169980795829 0.0017882474867199887 0.0018781690993593619 0.001142572781071882 0.00093188803085265991
leaf_weight=68 59 70 57 79 52 66 68 58 81 52 101 78 67 53 337 789 96 72 54
leaf_count=68 59 70 57 79 52 66 68 58 81 52 101 78 67 53 337 789 96 72 54
internal_value=0 0.000857163 0.00168326 0.000724672 0.000610879 0.000901557 0.00170862 0.00172726 0.00151775 0.00175701 0.00174238 0.00033035 0.000221153 0.00140668 0.00176899 0.00181605 0.0016722 0.00132199 0.00115373
internal_weight=0 525 1832 466 387 190 1764 1696 211 1485 1428 197 145 105 1323 890 433 130 120
internal_count=2357 525 1832 466 387 190 1764 1696 211 1485 1428 197 145 105 1323 890 433 130 120
is_linear=0
shrinkage=0.0032998


Tree=3940
num_leaves=24
num_cat=0
split_feature=1 3 39 3 43 1 3 0 124 16 43 147 43 43 42 43 150 0 42 16 15 1 16
split_gain=45.2652 11.3199 3.84476 3.30979 2.74521 2.70938 1.79364 1.46794 1.38487 1.15784 1.0638 0.872425 0.746342 0.582306 0.601753 0.559393 0.497746 1.36854 0.835007 0.439409 0.320861 0.269638 0.211249
threshold=0.10508500000000001 -0.055839999999999994 0.081875000000000017 0.31534000000000006 -0.024279999999999996 0.092655000000000015 0.102425 -0.076539999999999983 -0.081324999999999981 0.23451000000000002 -0.084059999999999982 0.085050000000000014 0.043850000000000007 0.062770000000000006 0.09202500000000001 -0.012984999999999998 0.083205000000000015 -0.14097999999999997 0.084465000000000012 -0.096494999999999984 -0.069929999999999978 0.084755000000000011 -0.032969999999999992
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 6 4 8 -4 7 11 -3 15 -9 12 16 14 21 -2 17 -1 -18 -14 -6 -12 -16
right_child=1 3 5 -5 20 -7 -8 10 -10 -11 13 -13 19 -15 22 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0026953490122354632 0.0017116899961118726 0.00084899157583055056 0.001998041397618461 1.7653894281587475e-05 0.0012673506943717428 0.00096474635747328561 0.0015363937461334595 0.0016523301661374491 0.00018855274605193242 0.0020373608230007134 0.0024424069149325336 0.0018008352277991756 0.0022483404265116001 0.0017771875071683112 0.0020867874793864399 0.0012304370559119945 0.0017574339809303733 0.002243808295659263 0.0023135548880003865 0.0018678269621575589 0.00093524166579291045 0.0021288571472705495 0.0018121470469000401
leaf_weight=81 54 63 57 72 86 54 54 87 77 64 69 56 53 63 83 53 56 840 64 95 52 58 53
leaf_count=81 54 63 57 72 86 54 54 87 77 64 69 56 53 63 83 53 56 840 64 95 52 58 53
internal_value=0 0.000988835 0.00209188 0.000648691 0.000811998 0.00149567 0.00213052 0.00214985 0.000486002 0.00168483 0.00197854 0.00220664 0.00222573 0.00206549 0.00213442 0.00147364 0.00225717 0.00228356 0.00205433 0.00200433 0.00114246 0.00229949 0.00198002
internal_weight=0 521 1823 350 278 111 1712 1658 140 171 413 1245 1189 326 263 107 1041 921 120 148 138 127 136
internal_count=2344 521 1823 350 278 111 1712 1658 140 171 413 1245 1189 326 263 107 1041 921 120 148 138 127 136
is_linear=0
shrinkage=0.0032998


Tree=3941
num_leaves=23
num_cat=0
split_feature=12 0 13 1 1 13 42 1 0 160 160 52 0 13 43 43 1 0 52 13 13 51
split_gain=1.2621 1.49521 0.926817 0.84945 0.750085 0.52078 0.751137 0.814562 0.487012 0.464656 0.596805 0.405987 0.349401 0.425037 0.347469 0.39101 0.303118 0.249339 0.247858 0.208154 0.281849 0.19591
threshold=-0.010219999999999998 0.0037850000000000002 -0.10664 0.083555000000000018 0.092655000000000015 -0.059914999999999989 1.0000000180025095e-35 0.07677500000000001 -0.14454499999999995 0.10736500000000002 0.051820000000000005 -1.0000000180025095e-35 -0.091809999999999989 0.0019650000000000002 -0.013819999999999997 -0.068144999999999983 0.10471500000000002 -0.080474999999999977 0.074235000000000009 -0.086919999999999983 -0.073629999999999987 -0.013439999999999999
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 4 3 -2 -1 14 9 -8 -6 10 12 -10 16 -14 15 19 -7 18 -16 -4 21 -21
right_child=2 -3 5 -5 8 6 7 -9 11 -11 -12 -13 13 -15 17 -17 -18 -19 -20 20 -22 -23
leaf_value=0.026464094040553814 0.019732481682355994 -0.019039755390657685 0.029823275358868383 -0.0048458151057548561 -0.0062516270703282277 0.0067610470404031132 0.016732534439295049 -0.0085005607187795072 0.0022880697195761263 0.0023045430065635041 0.035567690892108643 0.020075164456504122 0.023460248635471453 0.014269559900167478 0.019250330731756825 0.035703820655751992 0.021170715499451594 0.023736250779803531 0.0061085500682893229 0.014006394285590426 0.031843308888555383 0.022068777623240273
leaf_weight=68 67 56 84 98 63 135 75 70 71 53 55 75 329 254 78 69 60 83 86 144 55 216
leaf_count=68 67 56 84 98 63 135 75 70 71 53 55 75 329 254 78 69 60 83 86 144 55 216
internal_value=0 0.00602874 0.017223 0.00512357 0.0111032 0.0183035 0.0157838 0.00453865 0.00609683 0.0176221 0.0185946 0.0114376 0.0173924 0.0194592 0.0214889 0.0237871 0.011204 0.0161966 0.0123699 0.0221357 0.0205753 0.0188488
internal_weight=0 333 2011 165 277 1846 1031 145 209 886 833 146 778 583 815 568 195 247 164 499 415 360
internal_count=2344 333 2011 165 277 1846 1031 145 209 886 833 146 778 583 815 568 195 247 164 499 415 360
is_linear=0
shrinkage=0.16829


Tree=3942
num_leaves=23
num_cat=0
split_feature=1 12 12 1 47 12 484 12 1 15 160 16 12 39 157 15 1 15 15 12 15 12
split_gain=24.1116 4.93646 2.99158 2.76176 2.62455 1.67114 1.5504 1.47111 1.06149 0.980604 0.873249 0.778683 0.711615 0.636201 0.618726 0.614803 0.443604 0.406528 0.371173 0.345936 0.475174 0.162967
threshold=0.11156000000000001 0.054520000000000006 -0.042789999999999988 0.093575000000000019 0.085770000000000027 0.11844 -0.0042999999999999991 -1.0000000180025095e-35 1.0000000180025095e-35 -0.41606999999999994 -0.53908999999999996 -0.071044999999999983 0.091475000000000015 0.090455000000000021 -0.0091799999999999989 -1.0000000180025095e-35 0.083250000000000005 -0.0043649999999999991 0.084610000000000005 0.092295000000000002 -0.010414999999999999 0.085005000000000011
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 3 13 8 9 6 11 -5 -1 -4 -8 -3 16 -2 -13 -10 21 -16 -18 -14 -21 -12
right_child=2 5 4 7 -6 -7 10 -9 15 -11 12 14 19 -15 17 -17 18 -19 -20 20 -22 -23
leaf_value=0.0014586649617371679 0.00031059252481530108 0.0024756673933730693 0.0012350951679171737 0.0008810345658239961 0.0016410268370322489 0.001382079615245773 0.0014720133076349103 0.0014897898990537165 0.0017111890452384722 0.00070688400059667046 0.0021083631495261855 0.0023088286868713989 0.00153606451866679 0.00074418812602924792 0.0017420038700336178 0.0021966261489772985 0.0016344931495386684 0.002093966596942113 0.0019588595162644681 0.0016781654447633602 0.0019099109237530436 0.0019718556172296001
leaf_weight=83 63 62 63 90 81 65 57 84 59 99 139 71 52 90 69 57 75 79 84 155 272 395
leaf_count=83 63 62 63 90 81 65 57 84 59 99 139 71 52 90 69 57 75 79 84 155 272 395
internal_value=0 0.00182116 0.00092778 0.00147939 0.0011555 0.00190207 0.00192443 0.00117512 0.00174526 0.000912517 0.00187365 0.00214643 0.00189315 0.000565879 0.00205305 0.00195003 0.0019613 0.00193011 0.00180608 0.00179448 0.00182587 0.00200745
internal_weight=0 1948 396 373 243 1575 1510 174 199 162 1229 281 1172 153 219 116 693 148 159 479 427 534
internal_count=2344 1948 396 373 243 1575 1510 174 199 162 1229 281 1172 153 219 116 693 148 159 479 427 534
is_linear=0
shrinkage=0.0032998


Tree=3943
num_leaves=20
num_cat=0
split_feature=4 3 123 2 0 3 123 0 16 0 16 0 15 3 15 2 3 3 481
split_gain=30.3206 11.4413 8.44256 2.80516 2.26878 1.93655 2.28715 1.76174 2.35373 1.17336 1.06766 0.99345 0.667255 0.656076 0.826197 0.593965 0.439204 0.625067 0.406484
threshold=0.30163500000000004 0.30112000000000005 1.0000000180025095e-35 0.092155000000000015 -0.14310999999999999 0.20828500000000003 0.086120000000000016 0.040035000000000008 0.38845000000000002 -0.073399999999999979 0.081265000000000018 -0.065794999999999979 -0.42443999999999993 0.084735000000000019 0.087720000000000006 0.088055000000000008 -0.092019999999999977 -0.080339999999999981 -0.059779999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 6 12 16 -9 13 -11 -4 -2 14 15 -1 -6 -18 -16
right_child=5 -3 11 4 7 -7 -8 8 -10 10 -12 -13 -14 -15 18 -17 17 -19 -20
leaf_value=0.0021123709026863754 0.0011702442130354567 0.00025554788649745277 0.001225237810511026 0.0010775426842755747 0.0015654366913821468 1.1145741380183604e-05 0.00020054885132595089 0.00086070747426137599 0.0018293513078185917 0.0013749262382942644 0.0019317103930288164 0.0006230236053717601 0.00072508096654911951 0.001639121453247972 0.001596164531686269 0.0018709264418258673 0.0021162792272245387 0.0018051946821888447 0.0019188779549525444
leaf_weight=617 74 53 71 61 58 52 64 52 58 69 84 52 74 56 53 139 93 313 251
leaf_count=617 74 53 71 61 58 52 64 52 58 69 84 52 74 56 53 139 93 313 251
internal_value=0 0.00176983 0.0018094 0.00186355 0.0016841 0.000582479 0.000722451 0.00174849 0.00137177 0.00195332 0.00168084 0.00097093 0.000947901 0.00199064 0.00200918 0.00206802 0.00183773 0.00187654 0.00186273
internal_weight=0 2080 2027 1904 635 264 212 574 110 1269 153 123 148 1116 1060 756 464 406 304
internal_count=2344 2080 2027 1904 635 264 212 574 110 1269 153 123 148 1116 1060 756 464 406 304
is_linear=0
shrinkage=0.0032998


Tree=3944
num_leaves=20
num_cat=0
split_feature=1 2 2 123 2 48 2 13 14 475 484 2 1 13 42 42 13 42 42
split_gain=28.4659 3.54926 3.763 3.24748 3.19891 1.87171 1.32558 1.08861 0.967602 0.82188 0.752871 0.567825 0.498641 0.762267 0.933803 0.389231 0.354749 0.286921 0.139825
threshold=0.11156000000000001 0.14823500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.026004999999999997 0.095935000000000006 -1.0000000180025095e-35 0.076975000000000002 -0.08663499999999999 -0.009859999999999999 0.087675000000000017 0.10525000000000002 0.019675000000000002 0.09202500000000001 0.077855000000000021 -0.086919999999999983 -0.059219999999999988 0.10321000000000001
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 -2 5 -4 -1 8 -6 9 -7 16 -12 13 14 15 -8 -11 -15 -16
right_child=1 -3 4 -5 7 6 12 -9 -10 10 11 -13 -14 17 18 -17 -18 -19 -20
leaf_value=0.0014075652274506715 0.0004150620815904525 0.0002400817836660336 0.001838521570194791 0.0012699686286203741 0.00075683757705552641 0.0015328673808122336 0.0019274999989685379 0.0012914656256492582 0.0024004535850790055 0.002370214233042062 0.0019747226144051248 0.0018052724788597467 0.0014418814106117539 0.0017442188452036352 0.00176809609080527 0.0022705960671999671 0.0020526705803552928 0.001410215697784475 0.0015292880765073939
leaf_weight=88 81 77 69 101 94 53 125 75 52 57 677 326 52 53 56 53 132 64 59
leaf_count=88 81 77 69 101 94 53 125 75 52 57 677 326 52 53 56 53 132 64 59
internal_value=0 0.000876535 0.00103005 0.0018472 0.00123921 0.00187875 0.0019023 0.000994307 0.00195659 0.00193803 0.00195601 0.00191968 0.0017498 0.00178877 0.00187927 0.00202986 0.00214862 0.00156182 0.00164588
internal_weight=0 396 319 1948 238 1847 1759 169 1297 1245 1192 1003 462 410 293 178 189 117 115
internal_count=2344 396 319 1948 238 1847 1759 169 1297 1245 1192 1003 462 410 293 178 189 117 115
is_linear=0
shrinkage=0.0032998


Tree=3945
num_leaves=23
num_cat=0
split_feature=2 3 2 47 3 2 0 0 48 4 16 0 52 0 3 52 16 133 3 16 52 2
split_gain=2.33536 0.861081 0.684473 0.539362 0.562908 0.795941 0.497899 0.438345 0.547191 0.356519 0.693411 0.746053 0.38407 0.354832 0.339448 0.321802 0.646076 0.276293 0.262862 0.20998 0.183417 0.134035
threshold=0.16730000000000003 0.31343500000000007 0.093365000000000017 0.081320000000000017 -0.10175499999999998 0.10713500000000002 0.047740000000000012 -0.086284999999999987 0.081275000000000014 -0.0090299999999999981 -0.069144999999999984 -0.080584999999999976 0.081680000000000016 -0.085604999999999987 -0.013399999999999999 -0.048309999999999992 -0.016079999999999994 0.26746000000000009 -0.074979999999999977 -0.071044999999999983 -0.08743999999999999 0.086825000000000013
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 2 6 4 5 -4 7 15 13 12 14 -12 20 -9 -11 21 19 -15 -14 -17 -6 -1
right_child=-2 -3 3 -5 9 -7 -8 8 -10 10 11 -13 18 17 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.011514413913971153 -0.017324310693206592 -0.0014748596621808245 -0.012489527687128629 0.027522272420253908 0.021348791077609119 0.014300290682540491 0.037005146737812043 0.0064239743020276484 0.0013975492633037632 0.011815463524295593 -0.01290683981695913 0.01240643204497735 0.023044621090711641 0.021609944198333095 0.02678969200625517 0.025188488777654044 0.04037945463680416 0.012383042858286878 0.0074648949235562234 0.014180989718063192 0.034405251126631842 0.021872165199051375
leaf_weight=66 53 60 53 86 73 77 54 58 53 90 52 90 52 592 83 292 77 110 76 60 54 79
leaf_count=66 53 60 53 86 73 77 54 58 53 90 52 90 52 592 83 292 77 110 76 60 54 79
internal_value=0 0.0183918 0.0189279 0.0149252 0.013375 0.00336447 0.0211099 0.0204897 0.0179671 0.015655 0.0118545 0.00312413 0.0203427 0.0191203 0.01901 0.0240595 0.0263839 0.0201667 0.0138082 0.0233173 0.0269145 0.01717
internal_weight=0 2287 2227 786 700 130 1441 1387 813 570 315 142 255 760 173 574 429 702 128 352 127 145
internal_count=2340 2287 2227 786 700 130 1441 1387 813 570 315 142 255 760 173 574 429 702 128 352 127 145
is_linear=0
shrinkage=0.16829


Tree=3946
num_leaves=24
num_cat=0
split_feature=4 3 3 4 376 3 39 4 3 12 11 3 3 52 42 52 1446 52 160 4 402 15 52
split_gain=25.4202 7.18157 3.1642 2.42759 1.8464 1.6616 1.56079 1.45141 2.39119 1.2216 1.26214 1.62204 1.15823 0.713222 0.698483 0.610338 0.518372 0.775872 0.426902 0.312102 0.462714 0.36193 0.289269
threshold=0.36766000000000004 -0.06340999999999998 0.20828500000000003 -0.37626499999999991 0.048375000000000008 0.13772500000000001 0.095830000000000012 -0.019794999999999997 0.092330000000000009 0.091475000000000015 1.0000000180025095e-35 -0.10122999999999999 -0.15680499999999997 -0.046924999999999988 0.08512500000000002 -0.24166499999999999 0.088500000000000009 0.11379500000000002 -0.090189999999999979 0.0015850000000000003 0.023625000000000004 0.096385000000000012 0.0029250000000000005
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=1 9 3 -3 7 6 14 -5 13 10 11 -1 -11 -9 -2 -14 17 18 -13 20 21 -17 -21
right_child=5 2 -4 4 -6 -7 -8 8 -10 12 -12 16 15 -15 -16 19 -18 -19 -20 22 -22 -23 -24
leaf_value=0.0015360785299229473 0.0013285969409891597 0.0022007561159743168 0.00088671366134489477 0.0012710896507196409 0.0011082631568945485 0.00028865530657822745 0.00046790982051009034 0.0017407200602854191 0.0012088744127532101 0.0023903940852034017 0.0025771515818824153 0.0024135268415555727 0.0016512059409762559 0.002168039971250047 0.00084226719012369083 0.0021214696344618029 0.0024539711715490316 0.0018018019929295643 0.0021217732869504785 0.0016077569017178502 0.0017302882573229015 0.0018821712463862343 0.0019593274885101549
leaf_weight=53 84 86 59 68 72 52 52 71 54 58 65 62 93 111 53 214 53 80 623 53 64 107 53
leaf_count=53 84 86 59 68 72 52 52 71 54 58 65 62 93 111 53 214 53 80 623 53 64 107 53
internal_value=0 0.00194379 0.00160757 0.00169955 0.00158482 0.000811989 0.000955789 0.00169757 0.00182031 0.00205478 0.00213121 0.00209789 0.0019433 0.00200153 0.00114071 0.00189883 0.00213425 0.00211205 0.00214823 0.00194567 0.00199012 0.00204181 0.00178387
internal_weight=0 2099 521 462 376 241 189 304 236 1578 936 871 642 182 137 584 818 765 685 491 385 321 106
internal_count=2340 2099 521 462 376 241 189 304 236 1578 936 871 642 182 137 584 818 765 685 491 385 321 106
is_linear=0
shrinkage=0.0032998


Tree=3947
num_leaves=15
num_cat=0
split_feature=10 39 41 1453 1213 15 15 12 51 13 159 15 15 42
split_gain=1.13404 0.908362 0.5815 0.410225 0.426216 0.36142 0.645565 0.711139 0.434623 0.201904 0.181762 0.146682 0.190161 0.113001
threshold=-0.089679999999999982 0.098905000000000007 0.086565000000000017 -0.0067199999999999994 -0.083944999999999978 0.096385000000000012 0.03981500000000001 0.08598500000000002 0.0045000000000000014 -0.081164999999999987 -0.021179999999999997 0.08765000000000002 0.084315000000000015 0.090040000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 11 6 8 -8 -6 -2 -7 12 -5 -12
right_child=1 -3 -4 4 5 10 7 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.0062149089455319642 0.020022244455146911 0.0010186332383602058 0.034488366100375735 0.027232393839044605 0.0158381480011211 0.015813950730392056 0.033822212002495147 0.018009723911557717 0.0076221750170209048 0.034413845967437059 0.0099907378859648965 0.029855221318948116 0.012813025287199423 0.0006119621109705797
leaf_weight=64 61 103 54 52 930 75 106 341 228 52 78 74 53 69
leaf_count=64 61 103 54 52 930 75 106 341 228 52 78 74 53 69
internal_value=0 0.0164795 0.0172115 0.0167704 0.0162124 0.0154418 0.0163235 0.0217635 0.014222 0.0266608 0.0090592 0.0240673 0.0199712 0.00560068
internal_weight=0 2276 2173 2119 2006 1827 1605 447 1158 113 222 179 105 147
internal_count=2340 2276 2173 2119 2006 1827 1605 447 1158 113 222 179 105 147
is_linear=0
shrinkage=0.16829


Tree=3948
num_leaves=16
num_cat=0
split_feature=3 41 2 11 3 12 160 1454 123 1452 52 52 52 42 52
split_gain=1.52446 0.582718 0.706841 1.28455 1.21776 0.892425 0.546532 0.424216 0.38444 0.368345 0.330689 0.288849 0.392969 0.301664 0.287918
threshold=0.31343500000000007 0.089005000000000015 0.10124000000000001 0.079915000000000014 -0.10468499999999999 0.09525500000000002 -0.54512499999999997 1.0000000180025095e-35 0.085740000000000011 0.086765000000000023 -0.24264499999999997 0.044705000000000002 -1.0000000180025095e-35 0.086355000000000015 -0.092264999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 -1 9 11 10 -8 12 14 -13 -6
right_child=-2 -3 4 -5 8 -7 7 -9 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.0021529248426048119 -0.009626459336825573 0.030674389597873022 -0.023227202563761422 0.04111130653656999 0.0095868789456890272 0.0072230487956612835 0.0050573927883329883 0.026845827697402815 -2.5910347662226482e-05 0.028181218332345378 0.014616171276011563 0.026722570294311028 0.00083962034237814636 0.011389161639286287 0.024247812490421829
leaf_weight=54 80 58 53 53 97 56 112 82 62 53 1289 84 79 65 63
leaf_count=54 80 58 53 53 97 56 112 82 62 53 1289 84 79 65 63
internal_value=0 0.0139993 0.0135593 0.0153193 0.00838299 -0.00756655 0.0144585 0.0150436 0.0122503 0.0143768 0.0138533 0.0142166 0.0105752 0.0200456 0.0153709
internal_weight=0 2260 2202 1643 559 109 1590 1536 450 1454 1401 388 239 149 160
internal_count=2340 2260 2202 1643 559 109 1590 1536 450 1454 1401 388 239 149 160
is_linear=0
shrinkage=0.16829


Tree=3949
num_leaves=12
num_cat=0
split_feature=2 14 15 147 16 402 160 2 13 15 1
split_gain=1.2219 0.576616 0.737833 0.59475 0.446453 0.481797 0.676577 0.550956 0.456819 0.407519 0.492088
threshold=0.16730000000000003 -0.10708499999999999 -0.23488499999999998 0.089365000000000014 -0.15796999999999997 0.095250000000000015 -0.53908999999999996 0.094955000000000025 -0.050754999999999995 -0.09693499999999998 0.07677500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 6 -6 -8 -7 -4 -11
right_child=-2 2 3 -5 5 8 7 -9 -10 10 -12
leaf_value=0.024625943706447741 -0.014274709041146139 -0.0034038194270369477 0.010545535748794627 -0.0028284134269414758 -0.0072714978677813902 0.011957424124483008 0.013185178688043872 0.0063009745037232411 0.030902563945587276 0.015821324187225684 0.037314889396479936
leaf_weight=92 53 96 83 77 58 79 1150 463 67 65 57
leaf_count=92 53 96 83 77 58 79 1150 463 67 65 57
internal_value=0 0.0115577 0.0110092 0.0116692 0.0122222 0.0113799 0.0105677 0.0112102 0.0206637 0.0196791 0.0258781
internal_weight=0 2287 2195 2099 2022 1817 1671 1613 146 205 122
internal_count=2340 2287 2195 2099 2022 1817 1671 1613 146 205 122
is_linear=0
shrinkage=0.16829


Tree=3950
num_leaves=20
num_cat=0
split_feature=3 1 3 2 3 123 3 15 1 12 1 52 1375 3 159 481 52 1456 1
split_gain=0.698359 0.487072 0.640966 0.521177 0.374528 0.428403 0.370784 1.60261 0.691088 0.376725 0.277768 0.264635 0.263516 0.225283 0.194075 0.281927 0.19337 0.204722 0.164626
threshold=-0.057369999999999997 0.09227500000000001 0.077930000000000013 0.11693000000000002 -0.015069999999999998 0.085215000000000013 -0.14443999999999999 0.03981500000000001 0.10178000000000001 0.082780000000000006 0.10708500000000001 0.063595000000000013 -0.074434999999999987 0.081640000000000004 0.11402500000000002 -0.085804999999999979 -0.53283999999999987 -0.086779999999999982 0.13539000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 11 4 10 -3 -6 7 8 -1 -8 -4 13 -11 -2 15 -14 -17 -18 -5
right_child=1 2 3 18 5 -7 9 -9 -10 12 -12 -13 14 -15 -16 16 17 -19 -20
leaf_value=-0.0056051427657801229 0.020023633212591024 0.0028798728653287304 0.0060043848551265804 -0.0079524174364919795 -0.021723299561915498 -0.0021967523156058129 -0.0043244835286582219 0.041563302969868647 0.017193467630890667 0.021888027717260328 0.022740230378209159 0.0004543045746503696 0.021581737205470044 0.0070622668506923232 0.00034401038589275407 0.019445039595450804 0.00039041495337422777 0.0096652712553526691 0.0048827258785155564
leaf_weight=61 86 85 52 52 61 67 53 56 98 52 62 53 58 69 61 54 72 1157 62
leaf_count=61 86 85 52 52 61 67 53 56 98 52 62 53 58 69 61 54 72 1157 62
internal_value=0 0.004041 0.00087032 0.0070751 -0.00576298 -0.0115164 0.0105239 0.0170725 0.00843553 0.00958842 0.0151221 0.0107548 0.0100968 0.0142653 0.00965818 0.0100805 0.0095592 0.00912337 -0.000956141
internal_weight=0 649 441 228 213 128 1722 215 159 1507 114 208 1454 155 1402 1341 1283 1229 114
internal_count=2371 649 441 228 213 128 1722 215 159 1507 114 208 1454 155 1402 1341 1283 1229 114
is_linear=0
shrinkage=0.16829


Tree=3951
num_leaves=19
num_cat=0
split_feature=3 151 0 0 474 2 2 1 4 4 15 4 49 1 159 2 12 12
split_gain=0.482835 0.418367 0.428063 0.910324 0.412385 0.407967 0.468289 0.399513 0.330495 0.558237 0.32594 0.566884 0.29567 0.277574 0.274589 0.325521 0.474591 0.408868
threshold=-0.057369999999999997 0.032230000000000009 0.062580000000000011 -0.037794999999999995 0.089005000000000015 -0.0091949999999999983 0.11693000000000002 0.11203500000000001 -0.062804999999999986 0.0036400000000000004 -0.40992999999999996 0.13072500000000004 -0.046979999999999987 0.090740000000000015 0.11576000000000002 0.083815000000000014 0.085325000000000012 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 -2 7 8 -7 -10 -8 -12 -1 -11 15 16 -14 -17
right_child=4 -3 -4 -5 -6 6 10 -9 9 13 11 -13 14 -15 -16 17 -18 -19
leaf_value=-0.0011813452413099554 -0.0086952168342734528 0.022343727641984317 0.018818742695333141 -0.013904267307688784 0.017592576026821766 0.014486057537774877 0.0086556750795491015 0.020892404820342735 -0.009687170234873305 0.016864828105592797 0.0015921040197694406 -0.020440571108137059 0.026711614173226157 5.0666885714514555e-05 -0.0020200072687681565 -0.0056187187398645273 0.01090441802421345 0.008609130393707724
leaf_weight=87 85 62 102 54 53 76 52 55 77 59 85 54 64 53 62 61 345 885
leaf_count=87 85 62 102 54 53 76 52 55 77 59 85 54 64 53 62 61 345 885
internal_value=0 0.00875371 0.00824504 0.00755165 0.00336234 0.00209388 0.00389206 0.00782942 0.00511145 0.00133227 -0.00269515 -0.00695443 0.0083232 0.00892417 0.00890802 0.00940937 0.0133823 0.00768979
internal_weight=0 1722 1660 1558 649 596 511 320 265 189 191 139 1504 112 1417 1355 409 946
internal_count=2371 1722 1660 1558 649 596 511 320 265 189 191 139 1504 112 1417 1355 409 946
is_linear=0
shrinkage=0.16829


Tree=3952
num_leaves=26
num_cat=0
split_feature=12 15 12 48 16 150 43 160 16 15 12 1446 0 16 402 16 160 16 16 51 1213 12 15 42 0
split_gain=32.4336 6.03985 5.67018 3.51419 2.86695 2.69134 3.07342 2.43875 1.83338 1.63044 1.15217 1.04342 1.01354 0.857386 0.731917 0.474985 0.436659 0.413043 0.475702 0.40057 0.402925 0.34675 0.344598 0.235783 0.127954
threshold=0.054520000000000006 -0.2987999999999999 0.10321000000000001 0.093265000000000015 -0.14101499999999997 0.08926000000000002 -0.073404999999999984 -0.069009999999999988 -1.0000000180025095e-35 -0.079359999999999986 0.092495000000000008 0.037915000000000011 -0.15385999999999997 0.16141000000000003 0.02938 -0.16238499999999997 -0.17220499999999997 -0.090394999999999989 -0.072054999999999994 0.077225000000000016 0.087020000000000014 0.094435000000000005 0.089545000000000013 0.093985000000000013 -0.079119999999999982
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=1 7 10 5 -4 6 -3 -1 24 -5 11 15 -8 -14 17 -2 -13 -12 -19 20 22 -20 -17 -23 -6
right_child=2 3 4 9 8 -7 12 -9 -10 -11 14 16 13 -15 -16 19 -18 18 21 -21 -22 23 -24 -25 -26
leaf_value=0.0015745928562416584 0.0023937082442980354 0.0016567426717762079 0.0014100625897174785 0.0010212646148241044 0.0026467029346712318 0.0013756619446688308 0.0027690953468094471 0.00070429866437413222 0.0019139119051000066 0.0017913519132708726 0.0022599243130179301 0.0031905004898703858 0.002037166042513324 0.0025738615540413018 0.0021106036448754928 0.0026453899414262297 0.0028103083618151495 0.0028141738388266536 0.0027138933848211079 0.0028825564762908315 0.0028854974756665525 0.0023068776505829809 0.0024192566586099377 0.0025509381051132944 0.0024262251889890386
leaf_weight=61 79 95 52 68 58 60 54 83 92 54 54 52 90 52 52 570 101 74 68 87 69 90 89 94 73
leaf_count=61 79 95 52 68 58 60 54 83 92 54 54 52 90 52 52 570 101 74 68 87 69 90 89 94 73
internal_value=0 0.0016655 0.00254532 0.00184575 0.00210957 0.00201364 0.00214506 0.00107321 0.00227253 0.00136241 0.00262632 0.00268589 0.00238157 0.00223395 0.00248186 0.00264241 0.00293975 0.00253257 0.00257763 0.00266647 0.0026406 0.00250803 0.0026149 0.00243175 0.00252411
internal_weight=0 617 1754 473 275 351 291 144 223 122 1479 1047 196 142 432 894 153 380 326 815 728 252 659 184 131
internal_count=2371 617 1754 473 275 351 291 144 223 122 1479 1047 196 142 432 894 153 380 326 815 728 252 659 184 131
is_linear=0
shrinkage=0.0032998


Tree=3953
num_leaves=13
num_cat=0
split_feature=30 1429 4 159 40 39 12 52 157 475 12 12
split_gain=0.47557 0.405745 0.343286 0.336007 0.756007 0.42291 0.452494 0.415705 0.39293 0.365079 0.303647 0.242749
threshold=0.085875000000000021 -0.089414999999999981 0.51400500000000016 0.0055900000000000004 -0.083564999999999987 0.098220000000000016 -0.050214999999999989 -0.5335399999999999 -0.080799999999999983 -0.027234999999999995 0.090995000000000006 0.08073000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8 -5 -10 11 -11
right_child=-2 2 -4 8 5 -7 7 -9 9 10 -12 -13
leaf_value=0.022799682455670465 -0.0077329088434649178 -0.011413130626283718 -0.0045500150481152012 0.00078787120131534004 0.022075166332675058 -0.0067118732151473645 0.018497125137119052 0.0071864320749547347 0.028382320207142687 0.015568116340523431 0.020527562725859452 0.0019398344519814907
leaf_weight=53 54 59 61 62 66 54 98 1572 52 68 90 82
leaf_count=53 54 59 61 62 66 54 98 1572 52 68 90 82
internal_value=0 0.00822644 0.00788449 0.00822961 0.00731797 0.00793637 0.00839306 0.00785125 0.0129861 0.01557 0.0127866 0.00812997
internal_weight=0 2317 2264 2203 1849 1790 1736 1670 354 292 240 150
internal_count=2371 2317 2264 2203 1849 1790 1736 1670 354 292 240 150
is_linear=0
shrinkage=0.16829


Tree=3954
num_leaves=17
num_cat=0
split_feature=3 10 0 0 3 49 0 3 3 1455 49 12 49 3 158 159
split_gain=0.427386 0.495328 0.484003 0.502893 0.460976 0.459239 0.404894 0.978819 0.544858 0.379706 0.349542 0.458069 0.311016 0.234588 0.216673 0.30045
threshold=-0.015069999999999998 -1.0000000180025095e-35 0.033830000000000006 -0.23141499999999995 0.12745000000000004 0.12158500000000001 -0.11471499999999998 -0.13795999999999997 -0.038414999999999998 0.090900000000000022 -0.06017999999999999 -0.036614999999999988 0.098895000000000025 0.31343500000000007 0.112085 0.10136500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 10 6 7 -1 9 12 -5 -12 14 -6 15 -8
right_child=1 2 -4 4 13 -7 8 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.012591349386009006 -0.010802270520401114 0.01661796422184085 0.019592382252460096 0.0067251777996974607 0.015752862474068392 -0.0049810981814033982 0.0075066002626806233 -0.018220687133009901 0.025442678813079839 0.020906745568420596 -7.7019644332877908e-05 -0.018060690488849885 0.017641775519380426 0.00058063868656575745 0.017955039451056812 -0.0026359729109856267
leaf_weight=65 71 59 52 55 59 77 1314 53 55 66 83 78 87 57 52 88
leaf_count=65 71 59 52 55 59 77 1314 53 55 66 83 78 87 57 52 88
internal_value=0 0.00224003 0.00433438 0.00230059 -0.000238353 0.00772869 0.00827951 -0.00123273 0.00895595 0.00839057 -0.00483908 -0.00880076 0.00785334 0.00831303 0.00726642 0.0068687
internal_weight=0 514 443 391 332 1857 1780 118 1662 1607 216 161 1541 116 1454 1402
internal_count=2371 514 443 391 332 1857 1780 118 1662 1607 216 161 1541 116 1454 1402
is_linear=0
shrinkage=0.16829


Tree=3955
num_leaves=19
num_cat=0
split_feature=1 3 42 123 1 3 15 3 49 157 3 15 0 129 42 13 3 3
split_gain=33.2957 6.64881 1.74161 1.68601 1.63885 1.5136 1.20532 1.57457 1.20528 1.28376 1.10042 2.84987 0.902062 0.634752 0.631604 0.428247 0.383258 1.00952
threshold=0.10538500000000002 -0.055389999999999988 0.099210000000000007 1.0000000180025095e-35 0.11230000000000001 -0.10032499999999998 -0.15614499999999998 0.095555000000000015 0.10969000000000002 -0.082294999999999993 -0.11756999999999999 0.03981500000000001 -0.15385999999999997 0.048480000000000009 0.083835000000000007 -0.067389999999999992 0.0075150000000000008 0.31343500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 12 6 -2 -6 -1 8 9 14 11 -11 -3 -12 -8 -10 -14 -18
right_child=1 2 -4 -5 5 -7 7 -9 15 10 13 -13 16 -15 -16 -17 17 -19
leaf_value=0.0025869740203706762 0.0021082557947215345 0.0013225421299406473 0.00037964138746720909 0.001604555924522939 0.0010408037859638152 0.0018281785488077759 0.0026900839784596972 0.0016396985006722465 0.002013897424546069 0.0014422391381462775 0.0021873649876992646 0.002404936244948416 0.0007217884265427819 0.0019524005018021337 0.0022626672954756304 0.0015905859798657003 0.0013149393527928674 0.00070766127032407589
leaf_weight=62 64 71 60 69 53 54 67 73 52 80 1088 58 87 145 91 55 60 60
leaf_count=62 64 71 60 69 53 54 67 73 52 80 1088 58 87 145 91 55 60 60
internal_value=0 0.00115892 0.000890448 0.00211267 0.00168937 0.0014385 0.00213245 0.00211594 0.00213717 0.00216098 0.00212832 0.00184711 0.00100057 0.00215976 0.00244414 0.00179664 0.000889962 0.00101159
internal_weight=0 509 338 1840 171 107 1771 1709 1636 1529 1371 138 278 1233 158 107 207 120
internal_count=2349 509 338 1840 171 107 1771 1709 1636 1529 1371 138 278 1233 158 107 207 120
is_linear=0
shrinkage=0.0032998


Tree=3956
num_leaves=25
num_cat=0
split_feature=1 1 12 2 1 11 47 15 48 2 2 15 47 16 160 51 157 48 51 12 160 16 160 2
split_gain=54.713 7.42132 6.0676 2.70145 1.65829 1.53143 1.43751 1.36421 1.24078 1.29134 1.08437 0.977818 0.889393 0.856273 0.748065 0.654189 0.926056 0.628778 0.562413 1.04871 0.52292 0.832506 0.313455 0.18408
threshold=0.10538500000000002 0.12450500000000002 0.087805000000000008 0.099325000000000011 0.092860000000000012 0.075910000000000019 0.091210000000000013 0.087450000000000014 0.082225000000000006 0.12358500000000001 0.088820000000000024 -0.46319999999999995 0.089640000000000011 -0.072359999999999994 1.0000000180025095e-35 -0.080414999999999986 -0.082294999999999993 0.086515000000000022 0.086650000000000019 0.083785000000000012 -1.0000000180025095e-35 0.39524000000000009 0.08325500000000001 0.092155000000000015
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 13 4 5 10 11 -6 9 14 15 -3 -4 -2 20 16 -1 22 19 -17 -5 -22 23 -12
right_child=1 6 12 8 7 -7 -8 -9 -10 -11 17 -13 -14 -15 -16 18 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0021137472973865238 0.0008657584067219943 0.00041447321130285656 0.0018816072902101057 0.0020630683993711047 0.0014203625503751535 0.0025216573928010131 0.00071872024813471899 0.0020316266334013929 0.0012914172302303083 0.0013100613323982428 0.0019877430482445821 -0.00011752840044448576 0.0013030753603316964 0.0004036257846616923 0.0022143312609924255 0.0024896748953902397 0.0015504909604632147 0.0016270722064677253 0.0018198132688041551 0.0021003700497448266 0.0014594144846536723 0.0019934900682784798 0.002151260365761699 0.0018087151403243962
leaf_weight=74 102 61 67 52 92 69 52 71 71 53 125 98 52 77 57 89 57 88 61 537 82 53 66 143
leaf_count=74 102 61 67 52 92 69 52 71 71 53 125 98 52 77 57 89 57 88 61 537 82 53 66 143
internal_value=0 0.000716097 0.00105141 0.0019386 0.00200195 0.00204116 0.000242363 0.00168683 0.00168512 0.00177912 0.00201439 8.63513e-05 0.0016291 0.000667161 0.00188086 0.00208487 0.00186894 0.00187769 0.002126 0.00215577 0.00177902 0.00166935 0.00194362 0.00189235
internal_weight=0 509 298 1840 1472 1309 211 163 368 297 1240 159 119 179 244 818 131 422 687 626 187 135 334 268
internal_count=2349 509 298 1840 1472 1309 211 163 368 297 1240 159 119 179 244 818 131 422 687 626 187 135 334 268
is_linear=0
shrinkage=0.0032998


Tree=3957
num_leaves=19
num_cat=0
split_feature=2 156 16 15 41 14 484 15 52 1446 484 15 158 130 4 49 16 16
split_gain=0.370687 0.450922 0.736117 0.775656 0.437291 0.527548 0.44892 0.416573 0.396558 0.383327 0.387557 1.11805 0.423554 0.544559 0.314244 0.208857 0.168448 0.445887
threshold=0.10836000000000003 0.11091500000000001 -0.043889999999999992 -0.0087849999999999977 0.083975000000000008 0.076175000000000007 0.12438500000000001 -0.071244999999999989 0.12371000000000001 0.092750000000000013 0.062030000000000009 -0.0070899999999999991 0.07968500000000002 -0.050984999999999996 -0.011514999999999999 0.085805000000000006 -0.26987499999999992 -0.51433499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 7 5 6 9 -4 16 10 12 15 13 -1 -14 -12 17 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 11 -13 14 -15 -16 -17 -18 -19
leaf_value=0.021352421147672319 0.011225546735775012 0.018933354134556754 -0.0069632096999021559 -0.021307315480325998 -0.0055620948447904798 0.025454760780579466 0.024526913849930006 0.012961558348007985 0.020701911489659875 0.022616715326230115 0.016016913512551124 -0.019578077341145729 0.026872466943451852 0.0073350097161959766 0.011211068667418587 0.0018367585624694677 0.010419903355300958 -0.0097382804836231504
leaf_weight=84 56 52 66 61 54 59 53 54 56 55 67 53 62 1233 89 53 83 59
leaf_count=84 56 52 66 61 54 59 53 54 56 55 67 53 62 1233 89 53 83 59
internal_value=0 0.00411739 0.00234215 -0.00585301 0.00933969 0.00978576 0.00925616 0.00198796 0.00818909 0.00877789 0.00831297 0.00076788 0.00920091 0.00823042 0.0176535 0.00976898 0.00464103 0.000454569
internal_weight=0 487 435 181 1862 1808 1749 120 254 1696 1641 173 1468 1317 151 120 198 115
internal_count=2349 487 435 181 1862 1808 1749 120 254 1696 1641 173 1468 1317 151 120 198 115
is_linear=0
shrinkage=0.16829


Tree=3958
num_leaves=14
num_cat=0
split_feature=1427 1454 158 1419 0 15 157 13 16 0 1456 42 42
split_gain=0.524687 0.579443 0.68524 0.415991 0.579606 0.793376 0.600078 0.924418 0.508198 0.360619 0.321023 0.274885 0.243097
threshold=0.088585000000000011 0.091445000000000012 0.099230000000000013 0.082370000000000013 -0.00077999999999999999 -0.037184999999999996 -1.0000000180025095e-35 -0.078114999999999976 0.15050500000000003 -0.041074999999999993 0.082505000000000009 0.087495000000000003 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 12 -7 10 -8 -4 -1
right_child=-2 -3 11 -5 5 8 9 -9 -10 -11 -12 -13 -14
leaf_value=0.00070814478381588347 0.022976061844098873 -0.0093010498883691426 0.023353328176667128 0.018742311280737316 -0.020629947694915302 -0.0095389696345718027 0.0078515453771589722 -0.013500534182080144 0.011018759205182142 0.021333714098602782 -0.0040514708512686178 0.0097997839460138361 0.014615878964702393
leaf_weight=73 56 64 93 71 53 54 1422 101 92 54 67 79 70
leaf_count=73 56 64 93 71 53 54 1422 101 92 54 67 79 70
internal_value=0 0.00647494 0.00692871 0.00607412 0.00562032 -0.00298877 0.00658003 -0.00116867 0.00340291 0.00780653 0.00731474 0.0171386 0.00752869
internal_weight=0 2293 2229 2057 1986 199 1787 244 146 1543 1489 172 143
internal_count=2349 2293 2229 2057 1986 199 1787 244 146 1543 1489 172 143
is_linear=0
shrinkage=0.16829


Tree=3959
num_leaves=12
num_cat=0
split_feature=48 157 13 1 1 15 3 3 47 159 3
split_gain=0.475286 0.468695 0.477167 0.59567 0.72254 0.475616 0.652008 0.421162 0.33095 0.337998 0.135256
threshold=0.13438000000000003 -0.23223999999999997 -0.47860499999999995 0.11530500000000002 0.10871500000000002 -0.19301999999999997 0.099930000000000005 -0.11756999999999999 0.09055500000000001 0.08043500000000002 -0.0098449999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 9 10 -5
right_child=-2 2 3 8 -6 6 -8 -9 -10 -11 -12
leaf_value=0.020298236356671866 -0.0095920635342202076 0.021317053116065399 0.020392224863291449 -0.0062889102126474986 0.020355571371176898 -0.0022865714339825823 -0.013534294160909082 0.0064595296619598666 0.0084185864909428389 0.0028497066670245255 -0.018165474471739187
leaf_weight=64 56 54 59 57 98 173 52 1554 58 71 53
leaf_count=64 56 54 59 57 98 173 52 1554 58 71 53
internal_value=0 0.00608805 0.00567924 0.00529016 0.00626898 0.00551692 0.00502257 0.00558236 -0.00263111 -0.00618182 -0.0120276
internal_weight=0 2293 2229 2175 1936 1838 1779 1727 239 181 110
internal_count=2349 2293 2229 2175 1936 1838 1779 1727 239 181 110
is_linear=0
shrinkage=0.16829


Tree=3960
num_leaves=10
num_cat=0
split_feature=3 41 12 0 157 42 475 3 0
split_gain=2.38844 0.430686 0.46574 0.395519 0.384214 0.397892 0.370855 0.407607 0.580371
threshold=0.30112000000000005 0.07831500000000001 0.085280000000000009 0.13134000000000004 0.12236000000000001 -0.16186499999999995 -0.085684999999999997 -0.15078499999999997 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8 -9
right_child=-2 2 -4 -5 -6 6 7 8 -10
leaf_value=0.019100233255884613 -0.022547677639610856 0.024878962355624274 0.0036133289370484691 0.018676897631097446 -0.009938977892625914 0.014636355057304032 -0.0081860538059027373 0.0036250379535897495 0.017644169612389973
leaf_weight=53 91 64 54 56 52 94 77 1718 88
leaf_count=53 91 64 54 56 52 94 77 1718 88
internal_value=0 0.00525795 0.0151625 0.00471047 0.00433395 0.00470044 0.0043135 0.00379723 0.00430914
internal_weight=0 2256 118 2138 2082 2030 1977 1883 1806
internal_count=2347 2256 118 2138 2082 2030 1977 1883 1806
is_linear=0
shrinkage=0.16829


Tree=3961
num_leaves=13
num_cat=0
split_feature=3 3 13 157 156 157 160 157 10 1211 13 157
split_gain=1.67607 0.491057 1.08891 0.438895 0.469952 0.479371 0.45405 0.434345 0.30856 0.308571 0.213961 0.190466
threshold=0.37720000000000004 -0.15680499999999997 0.089520000000000016 -0.14116499999999996 0.088610000000000008 -0.06457499999999998 -0.52850499999999989 -0.077234999999999984 -0.014199999999999999 0.11013500000000002 -0.084484999999999991 0.10119000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5 10 -9 -10 -8 -7
right_child=-2 3 -4 4 5 11 7 8 9 -11 -12 -13
leaf_value=0.033147181360637303 -0.025824919602436665 -0.0093769802874902903 0.0025330263382757861 -0.0090370318739524773 -0.013711671004783292 0.010697681260635911 0.0085335142806148116 -0.0077300691417171883 0.005415955449838388 -0.0067699559018850261 0.022243902159931755 -0.0036894232909293993
leaf_weight=52 54 72 90 65 82 52 74 56 1579 61 58 52
leaf_count=52 54 72 90 65 82 52 74 56 1579 61 58 52
internal_value=0 0.004167 0.0137565 0.0035331 0.00398107 -0.00408563 0.00477463 0.00526672 0.00454148 0.0049616 0.0145714 0.00348685
internal_weight=0 2293 142 2151 2079 186 1893 1828 1696 1640 132 104
internal_count=2347 2293 142 2151 2079 186 1893 1828 1696 1640 132 104
is_linear=0
shrinkage=0.16829


Tree=3962
num_leaves=13
num_cat=0
split_feature=1 16 130 457 16 15 16 15 402 51 15 151
split_gain=1.17149 0.587784 0.314412 0.315195 0.422337 0.326178 0.449368 0.490927 0.442935 0.38366 0.382747 0.265295
threshold=0.13712000000000005 -0.15796999999999997 0.11618500000000002 0.085230000000000014 -0.53299999999999992 -0.42075999999999997 -0.092364999999999989 0.12061000000000001 0.086825000000000013 0.081440000000000026 -0.087984999999999994 -0.080549999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 9 8 -8 10 -7 -5
right_child=1 -3 -4 11 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.010616459435832752 -0.0025491771595635188 -0.026058687382029072 0.016346515020808305 0.017799779148607257 -0.0068800830072531767 0.0057637387134181197 0.00099680326746974285 0.017943975118096964 0.010195301839044426 -0.00027595917056290721 0.018847924060065153 0.0021984159684620623
leaf_weight=63 67 55 55 77 84 121 1328 57 167 87 134 52
leaf_count=63 67 55 55 77 84 121 1328 57 167 87 134 52
internal_value=0 -0.0131625 0.00377195 0.00345241 0.00294132 0.00337405 0.00382977 0.00261132 0.00202553 0.00935388 0.0126464 0.0115248
internal_weight=0 122 2225 2170 2041 1978 1894 1552 1495 342 255 129
internal_count=2347 122 2225 2170 2041 1978 1894 1552 1495 342 255 129
is_linear=0
shrinkage=0.16829


Tree=3963
num_leaves=26
num_cat=0
split_feature=1 2 12 2 2 1 1 15 12 0 1 1 1 42 12 1456 1 394 2 15 15 1 403 52 403
split_gain=32.8356 4.96418 4.66013 4.23173 4.24445 3.69438 1.3477 1.32672 1.00249 1.02922 0.722198 0.685137 0.70473 0.655112 0.523362 0.57163 0.459929 0.443542 0.524274 0.375781 0.71923 0.321574 0.236314 0.226516 0.279857
threshold=0.11156000000000001 0.14794000000000004 0.054520000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.088735000000000022 0.079415000000000013 -1.0000000180025095e-35 0.087745000000000004 -0.11073999999999999 0.096860000000000016 0.086510000000000017 1.0000000180025095e-35 0.12160000000000001 0.083785000000000012 -0.081594999999999987 0.089960000000000026 -0.0063999999999999986 0.088435000000000014 -0.085749999999999979 -0.42443999999999993 0.10612500000000001 -0.097479999999999997 0.038145000000000005 -0.0096849999999999974
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=2 3 5 -2 -5 6 -1 10 11 -10 -7 12 14 16 -4 -16 17 -11 -19 20 -6 -12 -17 24 -18
right_child=1 -3 8 4 19 7 -8 -9 9 13 21 -13 -14 -15 15 22 23 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0019573086991041327 0.00058917571581070395 0.00036547246789229586 0.0025936175801945806 0.0021834651991423128 0.0013593367640768576 0.0017126356505059058 0.0025771292296000981 0.0019734457168526908 0.0025990889385081686 0.002372858480474574 0.0010569070541306424 0.0019798542568474492 0.0027065759859408755 0.0017828681942656283 0.0019655322839137674 0.0021300926312254353 0.0024403109260163016 0.0019141236235304441 0.0021490038695766199 0.0014468395990507982 0.0008200270150073958 0.0014232019900710117 0.0023745656999551285 0.0024820851254942571 0.0021407419359741517
leaf_weight=93 71 79 75 71 57 53 66 60 59 71 54 52 65 52 53 54 52 140 439 52 52 53 302 58 114
leaf_count=93 71 79 75 71 57 53 66 60 59 71 54 52 65 52 53 54 52 140 439 52 52 53 302 58 114
internal_value=0 0.00110279 0.00216031 0.00129491 0.00151074 0.00183107 0.00221481 0.00155357 0.00223896 0.00217367 0.00139589 0.00234591 0.00238052 0.00214653 0.00233666 0.00228946 0.00216812 0.00212297 0.00209227 0.00121385 0.00110237 0.00123867 0.00233758 0.00229898 0.0022348
internal_weight=0 382 1965 303 232 379 159 220 1586 985 160 601 549 926 484 409 874 650 579 161 109 107 356 224 166
internal_count=2347 382 1965 303 232 379 159 220 1586 985 160 601 549 926 484 409 874 650 579 161 109 107 356 224 166
is_linear=0
shrinkage=0.0032998


Tree=3964
num_leaves=17
num_cat=0
split_feature=4 2 4 132 4 155 12 4 15 13 15 51 15 13 12 12
split_gain=0.603337 0.461359 0.479434 0.466517 0.609241 1.04539 0.602213 0.593564 0.288752 0.312877 0.321811 0.312626 1.29655 0.274284 0.273478 0.263861
threshold=0.59999500000000017 0.13733000000000004 0.022635000000000006 0.082150000000000015 -0.21586499999999997 1.0000000180025095e-35 0.085565000000000016 0.50230500000000011 0.090000000000000011 -0.06977499999999999 0.11614000000000001 0.07955000000000001 -0.070049999999999987 0.004745000000000001 0.095330000000000012 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5 8 11 10 -10 15 -13 -11 -8 -6
right_child=-2 2 -4 6 7 -7 14 -9 9 13 -12 12 -14 -15 -16 -17
leaf_value=0.026148861051714031 -0.013239140400759745 0.0074824542736002635 -0.012945052995395745 -0.017931690968280636 0.0061339696201453487 -0.0021718764927148573 0.0087968170793419134 0.02248659196583493 -0.0017160384074386584 0.017806005969552813 0.013584373336845555 0.0053894882380954258 -0.024867674002318627 0.003812006596178189 -0.0065276128144075027 0.00081901720145368794
leaf_weight=101 56 53 84 54 786 58 87 53 114 128 59 148 55 58 53 400
leaf_count=101 56 53 84 54 786 58 87 53 114 128 59 148 55 58 53 400
internal_value=0 0.00443362 -0.00502933 0.00503632 0.00581581 0.0158067 -0.00282965 0.00493277 0.0043995 0.00865714 0.00349164 0.00329779 -0.00279942 0.0134519 0.00298259 0.00434292
internal_weight=0 2291 137 2154 1960 159 194 1801 1748 359 173 1389 203 186 140 1186
internal_count=2347 2291 137 2154 1960 159 194 1801 1748 359 173 1389 203 186 140 1186
is_linear=0
shrinkage=0.16829


Tree=3965
num_leaves=30
num_cat=0
split_feature=1 3 4 3 1 4 13 47 3 52 52 4 52 15 3 1 1 13 13 13 4 52 159 4 15 13 3 12 12
split_gain=20.0957 3.69869 2.86851 2.29694 2.14982 1.70907 1.29197 1.28734 1.41011 1.07149 1.04307 0.988616 0.833826 0.741684 0.767266 0.712953 0.697627 0.556957 0.544142 0.396695 0.394993 0.370144 0.365451 0.323164 0.311938 0.276518 0.269754 0.254565 0.169708
threshold=0.10915500000000002 -0.06340999999999998 0.27834500000000006 -0.073629999999999987 0.14741000000000001 -0.37626499999999991 -0.086124999999999993 0.077555000000000013 0.08734500000000002 -0.032354999999999988 -0.085924999999999987 0.094510000000000025 0.078180000000000013 0.076335000000000014 -0.11756999999999999 1.0000000180025095e-35 0.11670500000000002 -0.017484999999999997 -0.11122999999999998 -0.092879999999999976 0.0066850000000000008 0.088635000000000005 0.084325000000000025 -0.0070549999999999996 0.094425000000000023 -0.052454999999999995 -0.085104999999999986 0.085965000000000014 0.08870500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 6 12 -5 18 8 9 10 -7 -2 16 14 -8 -11 -3 24 -1 -20 22 28 -16 27 26 -18 -15 -21 -19
right_child=1 4 -4 5 -6 7 13 -9 -10 15 -12 -13 -14 17 20 -17 25 21 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0023893106534004726 0.00175897787759475 0.001109312018312515 0.0010490033458768039 0.0021126231087182754 0.00022822165309181966 0.0015881943221951543 0.0014832262669125557 0.0020398889274523954 0.00098854539890577426 0.0015968348018250598 0.00097204631015543037 0.0011804062328309663 0.0013004751256782993 0.0015125937201383999 0.0018101437832314965 0.0020467109858555614 0.00055380832319843246 0.0021541385347975664 0.0018089359357319184 0.0018870033391539236 0.0016235230378131248 0.0017941711114570749 0.002101392322122982 0.002308991532078 0.0019439540291231281 0.00087403627969185737 0.0018156714937652741 0.0021902999369729902 0.0019772308715312226
leaf_weight=52 67 68 54 69 56 70 100 52 54 147 53 63 56 56 252 53 70 131 75 81 99 71 60 57 94 52 82 52 124
leaf_count=52 67 68 54 69 56 70 100 52 54 147 53 63 56 56 252 53 70 131 75 81 99 71 60 57 94 52 82 52 124
internal_value=0 0.00101316 0.00180041 0.00182193 0.000812575 0.0016292 0.00189115 0.00155136 0.00148389 0.00156659 0.00132299 0.00147886 0.000945455 0.001836 0.00174442 0.00171623 0.000840632 0.00191981 0.00207701 0.00201559 0.00180788 0.00200867 0.00186627 0.00209698 0.0017948 0.000690588 0.00169294 0.00200585 0.00206825
internal_weight=0 432 1938 1884 302 498 1386 429 377 323 123 130 246 1069 511 200 190 558 317 265 411 326 312 190 232 122 138 133 255
internal_count=2370 432 1938 1884 302 498 1386 429 377 323 123 130 246 1069 511 200 190 558 317 265 411 326 312 190 232 122 138 133 255
is_linear=0
shrinkage=0.0032998


Tree=3966
num_leaves=24
num_cat=0
split_feature=1 2 39 124 2 150 2 1 2 1 475 2 133 160 133 133 160 160 133 42 42 1 1
split_gain=18.9249 3.57507 3.21031 1.91767 1.5497 1.44006 1.20418 1.39776 0.876074 0.757812 0.456605 0.797719 0.510023 0.426652 0.397227 0.646972 0.325098 0.420063 0.542347 0.469367 0.283087 0.22664 0.137899
threshold=0.10915500000000002 0.14794000000000004 0.081875000000000017 -0.043384999999999993 0.089885000000000007 0.081245000000000026 1.0000000180025095e-35 0.12541500000000003 0.11626500000000002 0.094090000000000021 -0.081219999999999987 0.08647500000000001 0.10645500000000001 0.0088350000000000008 -0.0084449999999999994 -0.07218999999999999 -0.41367999999999994 0.025410000000000002 0.085275000000000004 0.079170000000000004 0.089305000000000009 0.07635500000000002 0.11634000000000001
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 3 4 -2 10 8 7 -5 16 -4 11 -1 13 14 15 -12 -6 19 -19 -18 -16 -14 -8
right_child=1 -3 9 6 5 -7 22 -9 -10 -11 12 -13 21 -15 20 -17 17 18 -20 -21 -22 -23 -24
leaf_value=0.0011139901047412368 0.00040450029741959933 0.00010209229422322948 0.0012353594626408793 0.00152036491716771 0.0016890739582036309 0.00092350543767815221 0.0006349581847940012 0.00080628313437824787 0.0011074713258879415 0.00070737648808901095 0.0016966867538257199 0.0016220548399831958 0.0012988372171843531 0.0014244085793853421 0.0017888629693114293 0.0013950185195600651 0.0012863562993506664 0.0017912099864475204 0.0013508711964334945 0.0015139065953525014 0.0015446892341218303 0.0015576423721403441 0.00085353862070614592
leaf_weight=63 83 90 52 71 64 71 54 52 87 70 199 74 82 98 272 130 233 73 54 177 67 72 82
leaf_count=63 83 90 52 71 64 71 54 52 87 70 199 74 82 98 272 130 233 73 54 177 67 72 82
internal_value=0 0.000687705 0.00145164 0.000841711 0.00148648 0.00137236 0.000981684 0.00121876 0.00141863 0.000932707 0.0015684 0.00138868 0.00159513 0.00163028 0.00166042 0.00157759 0.00146361 0.00143667 0.00160426 0.00138468 0.00174071 0.00142007 0.000767008
internal_weight=0 432 1938 342 1816 759 259 123 688 122 1057 137 920 766 668 329 601 537 127 410 339 154 136
internal_count=2370 432 1938 342 1816 759 259 123 688 122 1057 137 920 766 668 329 601 537 127 410 339 154 136
is_linear=0
shrinkage=0.0032998


Tree=3967
num_leaves=12
num_cat=0
split_feature=14 43 41 481 0 0 14 160 48 481 2
split_gain=0.460058 0.56305 0.545457 0.435928 0.443929 0.528711 0.565337 0.521739 0.558128 0.393724 0.292737
threshold=0.054835000000000009 -0.17922499999999997 0.082735000000000017 -0.092094999999999982 -0.13314999999999996 -0.10803999999999998 -0.075879999999999989 -0.020454999999999997 0.084725000000000009 -0.08347499999999998 0.09772500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 7 -6 -7 -5 -9 -8 -1
right_child=-2 2 -4 4 5 6 9 8 -10 -11 -12
leaf_value=0.0014157286775461145 0.018429936014559892 0.020891755739081572 0.022127087577526492 -0.016020352454834606 0.021517247249034168 -0.0088701971008738594 -0.0075864182381289152 0.012700519148109209 -0.0056581677454430055 0.0071412416927361475 -0.014429755499598513
leaf_weight=90 86 55 62 52 65 69 53 89 99 1598 52
leaf_count=90 86 55 62 52 65 69 53 89 99 1598 52
internal_value=0 0.00588062 0.00656128 0.00609643 0.0056937 0.00660751 0.00604302 -0.00109529 0.00302336 0.00666737 -0.00437419
internal_weight=0 2284 2142 2080 2025 1785 1720 240 188 1651 142
internal_count=2370 2284 2142 2080 2025 1785 1720 240 188 1651 142
is_linear=0
shrinkage=0.16829


Tree=3968
num_leaves=17
num_cat=0
split_feature=40 403 1212 3 157 475 0 1210 43 51 0 0 0 49 43 403
split_gain=0.469853 0.388311 0.600847 0.462501 0.581829 0.545608 0.444044 0.32861 0.403796 0.346319 0.312434 0.418153 0.333965 0.346198 0.218767 0.0894496
threshold=0.051255000000000002 -0.121015 0.0025400000000000002 -0.076554999999999998 -0.078969999999999985 -0.088274999999999978 0.10798500000000001 -1.0000000180025095e-35 -0.15582499999999996 0.093135000000000009 0.048655000000000011 -0.037794999999999995 -0.055219999999999998 0.097085000000000019 -0.020694999999999995 -0.51745999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 5 -5 -3 7 -7 -9 -10 11 12 13 -6 15 -1
right_child=-2 3 -4 4 10 6 -8 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0035582184260638107 -0.0099497605127543184 -0.0069222352192801892 -0.015840995803982742 -0.011028833404397954 0.0076047400488094951 0.018250349475372248 0.02313815815902515 -0.0037606407622865 0.0076216975406682664 0.019213828290150177 -0.0068408303301461812 0.018461240306929069 -0.0084013598336310676 -0.0026659197420444581 -0.0053381024816992126 0.012348565222115021
leaf_weight=74 56 62 57 73 463 90 62 81 864 80 61 66 53 116 52 60
leaf_count=74 56 62 57 73 463 90 62 81 864 80 61 66 53 116 52 60
internal_value=0 0.00563958 -0.000718105 0.00638642 0.00331386 0.00844823 0.00925942 0.00848607 0.00762697 0.00860598 0.0046957 0.00570648 0.00437165 0.00554396 0.00390667 0.0075076
internal_weight=0 2314 243 2071 832 1239 1177 1115 1025 944 759 698 632 579 186 134
internal_count=2370 2314 243 2071 832 1239 1177 1115 1025 944 759 698 632 579 186 134
is_linear=0
shrinkage=0.16829


Tree=3969
num_leaves=26
num_cat=0
split_feature=1 3 3 2 4 4 4 1 15 13 15 2 1 49 16 43 4 16 12 16 12 3 15 2 12
split_gain=32.7488 7.23513 4.94053 3.59398 2.53687 2.27538 1.84362 1.75814 1.49841 1.40653 1.38209 1.21562 0.856112 0.796569 0.789975 0.700787 0.495225 0.482703 0.475403 0.581455 0.814912 0.515323 0.367231 0.253127 0.203434
threshold=0.10915500000000002 -0.049204999999999992 -0.058704999999999993 0.14794000000000004 0.24099500000000004 -0.37626499999999991 0.053455000000000009 0.085720000000000005 -0.084059999999999982 -0.086254999999999984 -0.077809999999999976 0.086100000000000024 0.083555000000000018 -0.067339999999999983 -0.15796999999999997 -0.082094999999999987 -0.00045499999999999995 -0.41574999999999995 0.10184000000000001 -0.012324999999999997 0.084760000000000016 -0.094404999999999975 0.085790000000000019 0.084775000000000003 0.1087
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=2 4 6 10 -2 -4 9 8 -7 15 17 -9 14 -11 -8 -1 -13 -3 19 21 -21 -15 23 -17 -20
right_child=1 3 5 -5 -6 7 12 11 -10 13 -12 16 -14 18 -16 22 -18 -19 24 20 -22 -23 -24 -25 -26
leaf_value=0.0026951238018733418 0.0021092311320684725 0.00062780484512926945 0.0023017540346472088 0.00018227535481661096 0.0012170056765378793 0.0023512103800578305 0.002297747759591004 0.0018029799112379255 0.0016363588177714357 0.0017684463790894021 0.0014033007065989719 0.0014442156004696677 0.0015064025263902229 0.0025662360346972164 0.0017674123838346139 0.0023639591213089313 0.0009990488271760206 0.0010106919341176849 0.0018557119610987508 0.0017412532318134 0.0021806311657782372 0.0022489705580032177 0.0024833814956422579 0.0020353929408198118 0.0021198548266523898
leaf_weight=81 78 67 69 76 63 53 58 57 82 52 69 52 52 65 67 52 59 79 59 55 311 487 92 56 79
leaf_count=81 78 67 69 76 63 53 58 57 82 52 69 52 52 65 67 52 59 79 59 55 311 487 92 56 79
internal_value=0 0.00109712 0.00210202 0.000799636 0.00171083 0.00175969 0.00218332 0.00163614 0.00191727 0.00222387 0.0010177 0.00141002 0.00186491 0.00217069 0.00201377 0.00243342 0.00120791 0.000835225 0.00219046 0.00221798 0.0021147 0.00228639 0.00232725 0.00219392 0.00200718
internal_weight=0 432 1938 291 141 372 1566 303 135 1389 215 168 177 1108 125 281 111 146 1056 918 366 552 200 108 138
internal_count=2370 432 1938 291 141 372 1566 303 135 1389 215 168 177 1108 125 281 111 146 1056 918 366 552 200 108 138
is_linear=0
shrinkage=0.0032998


Tree=3970
num_leaves=24
num_cat=0
split_feature=2 2 52 52 43 2 12 2 14 3 12 2 43 160 12 15 13 159 12 12 13 16 16
split_gain=9.60195 3.97735 3.17609 4.3207 2.5897 1.25081 0.814928 0.897445 0.799128 0.740072 0.764591 0.694593 1.00085 0.534668 0.433089 0.399599 0.373275 0.261793 0.309648 0.251464 0.24614 0.235809 0.226878
threshold=0.10364000000000001 -1.0000000180025095e-35 -0.41304999999999997 0.044705000000000002 -0.070049999999999987 0.16149500000000003 0.090535000000000018 0.12358500000000001 0.062655000000000016 0.094285000000000008 0.092495000000000008 0.087610000000000007 0.0035900000000000007 -0.061284999999999992 0.094185000000000005 -0.090219999999999981 -0.070004999999999998 -0.087544999999999998 0.082165000000000016 0.099815000000000015 -0.062109999999999992 -0.08595499999999999 0.51783000000000012
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=1 4 22 5 -1 6 7 21 9 10 11 17 15 -5 -12 -13 -16 -3 -19 -18 -15 -4 -2
right_child=2 8 3 13 -6 -7 -8 -9 -10 -11 14 12 -14 20 16 -17 19 18 -20 -21 -22 -23 -24
leaf_value=0.00034997511639582563 0.001081337059960355 0.0011636241147660875 0.00033236349741029428 0.00082167598380197674 0.0012151164091331289 -7.1301620093041653e-05 0.00075478932964078967 0.00064772253253449436 0.0016245232052575739 0.00092576054858571719 0.00094320691637612422 0.001081204429605048 0.00082561978735719657 0.0010211818585446678 0.00099515895721210505 0.0013464896695612445 0.0013903504614070829 0.0016484318917372855 0.0013781568612494862 0.0011715548598759643 0.0013411420821413777 2.7335143713766973e-05 0.0013813275873307133
leaf_weight=90 54 57 54 81 65 52 85 73 66 73 91 85 64 55 73 245 105 52 550 135 53 57 60
leaf_count=90 54 57 54 81 65 52 85 73 66 73 91 85 64 55 73 245 105 52 550 135 53 57 60
internal_value=0 0.00121818 0.00074128 0.000629836 0.000713004 0.000396602 0.000487183 0.000363369 0.00126721 0.00125178 0.00126809 0.00131514 0.00120483 0.00102578 0.00114537 0.00127827 0.00120404 0.00138103 0.00140156 0.00126742 0.00117853 0.000176045 0.00123954
internal_weight=0 1751 624 510 155 321 269 184 1596 1530 1457 1053 394 189 404 330 313 659 602 240 108 111 114
internal_count=2375 1751 624 510 155 321 269 184 1596 1530 1457 1053 394 189 404 330 313 659 602 240 108 111 114
is_linear=0
shrinkage=0.0032998


Tree=3971
num_leaves=21
num_cat=0
split_feature=156 0 12 1 12 0 49 0 2 12 1 12 1456 2 160 15 16 474 474 0
split_gain=0.389539 0.547411 0.503259 0.600472 0.539934 0.415123 0.379938 0.342588 0.321325 0.297951 0.428588 0.37926 0.293595 0.649662 0.364186 0.254317 0.244468 0.197564 0.329572 0.258353
threshold=0.0010500000000000004 0.040035000000000008 -0.10853999999999998 0.096325000000000008 0.11589000000000001 -0.15653499999999998 0.018515000000000004 -0.062694999999999987 0.095195000000000016 -0.016554999999999997 0.11990500000000003 -0.086449999999999985 -0.05618999999999999 0.088975000000000012 -0.52641999999999989 -0.10114499999999998 0.41593000000000008 0.083685000000000023 0.086990000000000012 -0.086254999999999984
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 2 -1 5 6 -4 9 12 -3 11 -11 -5 13 -7 -14 -2 17 19 -19 -17
right_child=15 8 3 4 -6 7 -8 -9 -10 10 -12 -13 14 -15 -16 16 -18 18 -20 -21
leaf_value=0.022103343709752796 0.022338848563741541 0.0048932961314734329 0.022953716527809257 -0.00058956266158677491 0.016943247988845379 -0.012756830273882372 -0.011872393890265407 0.018016940701116566 -0.012536033719958954 0.0020244746065681968 -0.015516714945202745 0.01884443582624655 0.021107310399932758 0.012272256274642724 0.0070436929844109059 0.011652305012278891 0.020662984363645595 0.021120216958059292 0.0044954888326184531 -0.0040860457819953426
leaf_weight=60 59 54 52 61 54 63 74 84 67 163 52 53 55 55 1061 54 53 65 71 65
leaf_count=60 59 54 52 61 54 63 74 84 67 163 52 53 55 55 1061 54 53 65 71 65
internal_value=0 0.0062214 0.00692541 0.00642597 0.00113894 0.00818829 -0.000974306 0.00760438 -0.00474281 0.00147148 -0.00220969 0.00842978 0.00689413 -0.00107551 0.0077384 0.0121911 0.0102414 0.00806832 0.0124543 0.00304063
internal_weight=0 2008 1887 1827 457 1370 403 1318 121 329 215 114 1234 118 1116 367 308 255 136 119
internal_count=2375 2008 1887 1827 457 1370 403 1318 121 329 215 114 1234 118 1116 367 308 255 136 119
is_linear=0
shrinkage=0.16829


Tree=3972
num_leaves=24
num_cat=0
split_feature=4 13 123 2 52 16 16 52 13 52 2 2 160 484 4 160 43 13 4 4 4 13 4
split_gain=21.4928 6.94652 4.31865 2.89838 1.12778 1.91213 0.785019 0.731239 0.723579 0.717996 0.549365 0.608064 0.523027 0.481737 0.556033 0.43004 0.421227 0.612354 0.545785 0.420955 0.291754 0.229699 0.156261
threshold=0.30163500000000004 -0.16392499999999996 1.0000000180025095e-35 0.091335000000000013 -0.43163499999999994 -0.0088649999999999996 0.034535000000000003 0.055990000000000005 -0.08533499999999998 0.40945500000000007 0.087610000000000007 0.078405000000000016 -0.037174999999999993 -0.029994999999999997 -0.042544999999999993 0.083670000000000008 -0.07088499999999999 -0.026884999999999996 -0.074219999999999994 0.50609000000000004 0.0030100000000000001 -0.085409999999999986 -0.49269499999999994
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=1 -1 3 9 22 16 -7 8 -2 10 11 20 -8 -12 -15 -4 17 -6 -18 -10 -3 -13 -5
right_child=7 2 15 4 5 6 12 -9 19 -11 13 21 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0014962605610058916 0.0010443386009097041 0.0025850080997073875 0.0016361068663979545 0.0027149352965390914 0.002775608768445265 0.001618504286722395 0.0023623356773706944 0.0017351960454981489 0.001292548420561389 0.002252660178344159 0.0027471365036411742 0.0028066796191510554 0.0019367714170707533 0.0025619668661639233 0.002230809048364707 0.0020455995608431431 0.0025828191237374765 0.0022913425613172262 0.002207296600196158 0.001668917917750029 0.0023579500587737022 0.0026545923799219458 0.0024777612338183373
leaf_weight=89 73 289 64 54 61 52 52 57 77 73 55 189 85 114 113 52 57 56 180 58 84 303 88
leaf_count=89 73 289 64 54 61 52 52 57 77 73 55 189 85 114 113 52 57 56 180 58 84 303 88
internal_value=0 0.00239952 0.00243928 0.00247697 0.0023047 0.00223573 0.00196667 0.00140216 0.00131072 0.00257366 0.00259406 0.00263589 0.00209856 0.00246563 0.00239727 0.00181998 0.00237929 0.00254412 0.00229776 0.00145451 0.00253397 0.00271309 0.0025682
internal_weight=0 2110 2021 1905 685 543 189 265 208 1220 1147 865 137 282 227 116 354 117 237 135 373 492 142
internal_count=2375 2110 2021 1905 685 543 189 265 208 1220 1147 865 137 282 227 116 354 117 237 135 373 492 142
is_linear=0
shrinkage=0.0032998


Tree=3973
num_leaves=25
num_cat=0
split_feature=1 155 3 2 2 1 3 160 0 51 1 13 150 0 3 12 3 1 2 0 2 0 3 133
split_gain=14.6068 4.13286 1.66122 1.4199 0.857488 1.25748 0.828834 0.763199 0.707543 0.716143 0.686083 0.64608 0.612781 0.592944 0.416963 0.389989 0.370603 0.35649 0.873095 0.229965 0.314137 0.141901 0.227882 0.107054
threshold=0.10141500000000002 0.084785000000000013 -0.036004999999999988 0.10527500000000002 0.088210000000000025 0.089625000000000024 0.085315000000000016 -1.0000000180025095e-35 -0.071844999999999978 -0.085574999999999984 1.0000000180025095e-35 -0.0095949999999999976 0.092390000000000014 -0.026509999999999995 -0.090769999999999976 0.087745000000000004 0.31370500000000007 0.079415000000000013 0.083855000000000013 -0.10147999999999999 0.11923000000000002 -0.084114999999999981 -0.078254999999999977 -0.0097699999999999992
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=4 2 3 -2 8 10 11 -8 9 -1 13 -4 15 14 -6 17 -9 18 -11 -16 -21 23 -23 -17
right_child=1 -3 6 -5 5 -7 7 16 -10 12 -12 -13 -14 -15 19 21 -18 -19 -20 20 -22 22 -24 -25
leaf_value=0.0019137108226167595 0.0013558659789320263 0.0016758717371072919 0.0006613229351943254 0.00075143795279776092 0.0017070509520325579 0.0010534229101045855 0.00115530855670454 0.00084319176343363952 0.0012704657663056053 0.0013286130467313288 0.0018307645335052807 0.0002034866545440813 0.0012434792569196767 0.0011526458291943871 0.0016497033944746758 0.0015083768873874967 0.00049465491689264143 0.001861210795017098 0.0017216576887671402 0.0014049229516307003 0.0016706771423757837 0.0013800377946104293 0.0016325199766454299 0.0017302388662664
leaf_weight=83 95 70 96 77 86 80 56 80 69 82 60 52 53 63 63 52 58 93 259 455 56 125 60 52
leaf_count=83 95 70 96 77 86 80 56 80 69 82 60 52 53 63 63 52 58 93 259 455 56 125 60 52
internal_value=0 0.000923179 0.000820604 0.00108548 0.00152432 0.001449 0.000687286 0.000829449 0.00159433 0.0016203 0.00148937 0.0005007 0.00158887 0.00146099 0.00149037 0.00161414 0.000696961 0.00167746 0.00162725 0.00145784 0.00143412 0.00151893 0.00146211 0.00161965
internal_weight=0 584 514 172 1791 863 342 194 928 859 783 148 776 723 660 723 138 434 341 574 511 289 185 104
internal_count=2375 584 514 172 1791 863 342 194 928 859 783 148 776 723 660 723 138 434 341 574 511 289 185 104
is_linear=0
shrinkage=0.0032998


Tree=3974
num_leaves=22
num_cat=0
split_feature=4 3 123 3 0 156 15 15 15 15 0 3 0 3 16 43 4 15 3 16 3
split_gain=49.4551 17.0389 11.7255 3.19319 2.59855 1.86907 1.8176 1.33703 1.70387 1.82911 1.02096 1.71103 1.11295 0.7721 0.763344 0.748955 0.73933 0.749708 0.495744 0.338597 0.148477
threshold=0.30163500000000004 0.25468500000000005 1.0000000180025095e-35 -0.076554999999999998 -0.10803999999999998 0.091335000000000013 -0.42443999999999993 0.12241500000000001 0.022565000000000005 -0.026169999999999995 -0.079249999999999987 -0.12595999999999999 -0.10417499999999999 0.11924500000000002 0.022165000000000004 -0.081694999999999976 -0.49269499999999994 0.091570000000000012 -0.12595999999999999 -0.051934999999999995 -0.081184999999999993
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 2 3 10 13 7 -6 8 9 -5 11 -1 -13 -2 -14 -4 -12 18 -18 -10 -19
right_child=4 -3 15 5 6 -7 -8 -9 19 -11 16 12 14 -15 -16 -17 17 20 -20 -21 -22
leaf_value=0.0025674239568962906 0.0010025699056010345 2.7188362860240872e-05 0.00061286572574322277 0.0017005558035596044 0.00031871974896846984 0.0022794730595729821 -0.0004063439653409048 0.0011637648339915586 0.0018782310382677127 0.0010419193861063063 0.002229412213846471 0.0015779348261348524 0.0020998888027645842 0.00043222227125084162 0.001731797630511235 0.0011479807480948138 0.0014497595970284366 0.0021883348619367031 0.0018052113953656098 0.0022099691470123788 0.0019304547584678979
leaf_weight=73 52 56 64 263 101 60 60 53 81 56 58 54 761 52 68 52 57 52 187 61 54
leaf_count=73 52 56 64 263 101 60 60 53 81 56 58 54 761 52 68 52 57 52 187 61 54
internal_value=0 0.00182369 0.00187265 0.00193366 0.000311149 0.00172676 4.82909e-05 0.00166218 0.0017194 0.00158504 0.00202071 0.00208004 0.0020397 0.000717735 0.00206974 0.000853049 0.00188161 0.00182387 0.00172232 0.00202099 0.00205729
internal_weight=0 2110 2054 1938 265 574 161 514 461 319 1364 956 883 104 829 116 408 350 244 142 106
internal_count=2375 2110 2054 1938 265 574 161 514 461 319 1364 956 883 104 829 116 408 350 244 142 106
is_linear=0
shrinkage=0.0032998


Tree=3975
num_leaves=27
num_cat=0
split_feature=15 2 150 0 15 0 2 2 2 13 15 3 15 0 0 13 0 51 0 42 130 42 13 13 0 0
split_gain=10.5079 4.76604 2.4622 2.35574 0.856031 0.81346 1.10033 0.841407 0.78832 0.924338 0.781774 0.756709 0.697914 1.54625 0.656591 0.591361 0.538875 0.516512 0.414888 0.46337 0.456816 0.395944 0.384806 0.374604 0.337929 0.000725251
threshold=-0.25061999999999995 0.10859000000000001 0.10980500000000001 -0.079249999999999987 0.03981500000000001 -0.078964999999999994 0.093200000000000019 0.10293500000000001 0.13538500000000001 -0.013359999999999999 -0.043644999999999996 -0.13392999999999997 -0.026169999999999995 0.047740000000000012 -0.093659999999999979 -0.090389999999999984 -0.014334999999999999 0.084400000000000017 -0.084044999999999995 0.088775000000000007 -1.0000000180025095e-35 0.083955000000000016 -0.08125499999999998 -0.066934999999999981 -0.082234999999999989 -0.060199999999999997
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=8 2 4 10 5 6 15 12 9 -1 -3 -6 21 -14 -8 -2 23 -17 19 20 -13 -7 -20 -5 -24 -25
right_child=1 3 -4 16 11 7 14 -9 -10 -11 -12 18 13 -15 -16 17 -18 -19 22 -21 -22 -23 24 25 -26 -27
leaf_value=0.00034854855644900646 0.0017728422850661215 0.00079729696206262029 0.00076262854847294372 0.0010279079078470035 0.0018296322672618959 0.0010550460996292057 0.00094248648036590133 0.0015143174937195176 0.00019449912816685655 0.0009445028585680881 0.00028714106506166106 0.0013972396740383939 0.00046650645956216084 0.0012688738985160196 0.001397209465379051 0.0014604462495330607 0.00089168091224743661 0.0011477951827137511 0.0011400075538062983 0.0012734629971134742 0.0017234816391617472 0.0014364950021508842 0.0016482418401181957 0.0013995788392874681 0.001370804426741191 0.0013362434691618194
leaf_weight=59 56 84 74 55 56 62 88 59 72 55 54 74 52 53 58 358 65 70 69 59 135 59 57 52 354 52
leaf_count=59 56 84 74 55 56 62 88 59 72 55 54 74 52 53 58 358 65 70 69 59 135 59 57 52 354 52
internal_value=0 0.00128328 0.00135306 0.000937601 0.00137845 0.00130905 0.00137553 0.00116197 0.000465518 0.000636379 0.000597926 0.0014574 0.00106982 0.000871847 0.00112337 0.00145152 0.00114671 0.00140939 0.00142948 0.00153459 0.00160814 0.00124133 0.00137072 0.00125074 0.00140937 0.00136825
internal_weight=0 2155 1793 362 1719 915 630 285 186 114 138 804 226 105 146 484 224 428 748 268 209 121 480 159 411 104
internal_count=2341 2155 1793 362 1719 915 630 285 186 114 138 804 226 105 146 484 224 428 748 268 209 121 480 159 411 104
is_linear=0
shrinkage=0.0032998


Tree=3976
num_leaves=27
num_cat=0
split_feature=3 15 150 12 12 160 43 3 12 3 15 52 0 15 159 0 15 0 12 12 15 15 52 43 43 474
split_gain=26.4889 7.40468 5.90029 3.80597 3.29459 2.61132 2.58179 3.02737 1.95427 1.47762 1.28707 1.22839 1.0045 0.921668 0.883156 0.56961 0.534662 1.05124 0.481784 0.443754 0.511766 0.367266 0.323339 0.227622 0.222665 0.251993
threshold=-0.06340999999999998 -0.2987999999999999 0.089155000000000012 0.10184000000000001 0.023990000000000004 -0.069009999999999988 -0.049914999999999994 0.11924500000000002 0.086160000000000014 -0.0044449999999999993 -1.0000000180025095e-35 -0.037619999999999994 -0.10891999999999999 -0.039984999999999993 -0.013035 -0.069074999999999984 -0.026169999999999995 -0.088634999999999992 0.090465000000000004 0.092150000000000024 -0.035449999999999988 0.09653500000000001 -0.015069999999999998 -0.077144999999999977 0.0054600000000000004 0.085165000000000018
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=3 5 6 4 -1 -2 11 9 14 -8 -11 -3 -10 15 -6 -5 -16 -18 24 23 -21 -15 -19 -20 25 -14
right_child=1 2 -4 13 8 -7 7 -9 12 10 -12 -13 18 21 16 -17 17 22 19 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0015038522256879358 0.0012357900003776535 0.0011505977558208622 0.00086387604730989089 0.0018206465611686135 0.0027975531559824808 0.00028814596474906103 0.001764383726627908 0.0014128598297247928 0.0018300210527546095 0.0020391483276353535 0.0026737901749880103 0.0017865108508829865 0.0024001395449682696 0.0022097604221569937 0.0021682704882588929 0.001330214994980134 0.0029106846409558814 0.0025806612168165328 0.0018498844515875397 0.0020659207304262015 0.0023248270306539137 0.0018125661418198951 0.0022829725553340004 0.0021504620384715113 0.0021401844578112987 0.0021618015372707341
leaf_weight=59 58 87 97 52 85 70 73 86 67 73 68 54 320 53 75 53 52 61 59 131 246 52 131 57 61 61
leaf_count=59 58 87 97 52 85 70 73 86 67 73 68 54 320 53 75 53 52 61 59 131 246 52 131 57 61 61
internal_value=0 0.00143165 0.00160142 0.00220983 0.00226948 0.000717822 0.00176356 0.00193696 0.00230158 0.00214741 0.00234547 0.00139439 0.00222314 0.00179358 0.00249604 0.00157343 0.00241558 0.00249146 0.00225127 0.00217925 0.00223496 0.00201339 0.00237773 0.00199789 0.00233153 0.00236207
internal_weight=0 666 538 1675 1465 128 441 300 1406 214 141 141 1002 210 404 105 319 244 935 493 377 105 192 116 442 381
internal_count=2341 666 538 1675 1465 128 441 300 1406 214 141 141 1002 210 404 105 319 244 935 493 377 105 192 116 442 381
is_linear=0
shrinkage=0.0032998


Tree=3977
num_leaves=22
num_cat=0
split_feature=1 52 3 150 1 160 12 12 157 157 123 50 4 4 52 43 3 43 42 52 4
split_gain=12.953 2.99008 1.82517 1.53629 2.49198 1.17038 0.895211 0.954318 0.911419 1.33719 0.87512 0.867919 0.653884 1.54847 0.56827 0.535456 0.54311 0.355457 0.323915 0.277086 0.258479
threshold=0.10538500000000002 -0.29521499999999995 0.31370500000000007 0.088985000000000009 0.085425000000000015 -0.54119499999999987 -0.088684999999999986 0.087905000000000025 -0.082259999999999986 -0.029304999999999998 0.089155000000000012 0.041865000000000006 0.056640000000000003 0.41257000000000005 0.091080000000000008 -0.079329999999999984 -0.073629999999999987 0.058500000000000003 -0.095234999999999986 0.093245000000000008 -0.050564999999999992
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 10 5 -5 -1 -7 8 -8 -10 11 12 -3 -14 -11 18 19 -18 -9 -17 -20
right_child=1 2 -4 4 -6 6 7 15 9 14 -12 -13 13 -15 -16 16 17 -19 20 -21 -22
leaf_value=0.0019191950803365712 0.001552448569765308 0.00054172404029401372 0.00026994196488918347 0.0015196804703576086 0.00062716778308797249 0.0010772115724966495 0.0018734816795967955 0.001458006680764128 0.00099873403128224354 0.0015977548343119752 0.00049064110469570327 0.0012673755207554063 0.0013271330444678494 0.00066628113311821362 0.0013040990813892278 0.0014565114872287163 0.0011551862080620831 0.0014556425916313115 0.0010477235164047453 0.0016561166309274251 0.0012982910586802107
leaf_weight=59 55 66 76 72 65 70 85 67 52 484 66 60 65 96 86 350 102 77 83 101 104
leaf_count=59 55 66 76 72 65 70 85 67 52 484 66 60 65 96 86 350 102 77 83 101 104
internal_value=0 0.000827514 0.000734492 0.00143381 0.00109648 0.00146066 0.00144435 0.00146048 0.00155128 0.00150719 0.000834408 0.00091334 0.000819607 0.000933304 0.00155351 0.00138783 0.00143979 0.00128463 0.00125882 0.00150129 0.00118727
internal_weight=0 484 429 1857 137 1720 1661 1591 707 622 353 287 227 161 570 884 630 179 254 451 187
internal_count=2341 484 429 1857 137 1720 1661 1591 707 622 353 287 227 161 570 884 630 179 254 451 187
is_linear=0
shrinkage=0.0032998


Tree=3978
num_leaves=17
num_cat=0
split_feature=160 4 16 150 39 151 39 47 52 483 52 159 16 133 42 2
split_gain=1.20773 1.04138 0.785485 0.663235 0.629885 0.606327 0.592451 0.437194 0.50463 0.363077 0.405829 0.309734 0.53374 0.29637 0.280677 0.15158
threshold=-0.54119499999999987 0.26450500000000005 -0.49181999999999998 0.10980500000000001 0.094095000000000026 -0.012764999999999997 0.085905000000000023 0.077555000000000013 0.10096500000000001 0.086880000000000013 -0.016894999999999997 -0.45963999999999994 -0.050529999999999999 0.008405000000000001 0.090705000000000022 0.089570000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 7 -3 -4 8 9 10 -2 -10 -13 14 15 -9
right_child=1 2 6 -5 -6 -7 -8 13 11 -11 -12 12 -14 -15 -16 -17
leaf_value=0.035554677020557118 0.011114809219586803 -0.0018609124944034101 -0.013544649367639555 -0.0025365936293315207 -0.0025186283453674917 0.020666885786313982 0.0085212490285780443 0.032187339656340012 0.019164673080038531 0.025716844874458106 0.017373664150240081 0.011297838865103259 -0.0057304102252172615 0.011531887301896334 0.013831773394638109 0.021377023212118408
leaf_weight=68 504 54 92 65 58 90 55 98 53 93 710 137 84 66 53 61
leaf_count=68 504 54 92 65 58 90 55 98 53 93 710 137 84 66 53 61
internal_value=0 0.0127777 0.00336871 0.0141582 0.0147252 0.0122065 -0.00527648 0.0152642 0.0141786 0.0155566 0.0147767 0.00759919 0.00481743 0.0214314 0.0245049 0.0280513
internal_weight=0 2273 291 1982 1917 144 147 1859 1581 1307 1214 274 221 278 212 159
internal_count=2341 2273 291 1982 1917 144 147 1859 1581 1307 1214 274 221 278 212 159
is_linear=0
shrinkage=0.16829


Tree=3979
num_leaves=12
num_cat=0
split_feature=160 15 15 41 3 3 1453 1210 483 3 42
split_gain=0.835143 0.489164 0.439802 0.439669 0.507832 0.632431 0.337491 0.341887 0.302712 0.334981 0.314018
threshold=-0.54119499999999987 -0.2987999999999999 -0.4680149999999999 0.079395000000000007 -0.14162499999999997 -0.24154499999999998 -0.077764999999999987 -0.081959999999999991 0.086625000000000021 0.091170000000000015 0.084945000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6 -8 9 -9 -10
right_child=1 3 -4 -5 6 -7 7 8 10 -11 -12
leaf_value=0.029571188045783917 0.010601247480136298 0.0093203943919494218 -0.0065146919610433018 -0.00065373615977858904 0.024381969472764293 0.032736258696420502 0.021047830849018349 0.010403067795794457 0.02616517985047186 0.0029537772341652058 0.011361302069399516
leaf_weight=68 84 61 86 83 53 71 87 1377 65 196 110
leaf_count=68 84 61 86 83 53 71 87 1377 65 196 110
internal_value=0 0.010628 0.00193203 0.0113301 0.0118234 0.0219289 0.0111159 0.0107318 0.0102173 0.00947601 0.0168702
internal_weight=0 2273 170 2103 2020 132 1888 1835 1748 1573 175
internal_count=2341 2273 170 2103 2020 132 1888 1835 1748 1573 175
is_linear=0
shrinkage=0.16829


Tree=3980
num_leaves=22
num_cat=0
split_feature=4 43 13 43 13 14 13 131 51 484 160 15 52 1447 43 43 130 4 16 403 52
split_gain=0.909576 0.612067 0.834392 0.752832 0.564452 0.499145 0.48564 0.676415 0.601734 0.583725 0.394964 0.332241 0.323645 0.303714 0.263136 0.260253 0.285163 0.345885 0.551766 0.250208 0.193898
threshold=-0.033449999999999987 0.058500000000000003 -0.091914999999999983 0.26667500000000005 -0.11255999999999998 -0.10708499999999999 -0.078389999999999974 0.088610000000000008 0.088440000000000005 0.0038100000000000005 0.043720000000000009 -0.083029999999999979 -0.083119999999999986 -0.083249999999999977 -0.12584499999999996 0.10894500000000001 -0.074144999999999989 -0.16270999999999997 0.23993500000000004 -0.0076149999999999994 -0.015069999999999998
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=4 2 11 -3 -1 -4 7 12 9 14 13 -2 -7 -6 -8 16 -15 18 -18 -19 -14
right_child=1 3 5 -5 10 6 8 -9 -10 -11 -12 -13 20 15 -16 -17 17 19 -20 -21 -22
leaf_value=-0.0020774721024270386 -0.0011805433844233671 0.027874625956054108 0.019766254376449049 0.0042927867039306714 0.023656811300333085 0.0044917303170452167 0.015788186389080753 -0.0061727662301928211 -0.014142112492055655 -0.0095446621108158866 0.025835641507200462 -0.01807170102095804 0.023946815885474114 0.022537286361566048 0.0043032298667160232 0.022433206917333092 -0.011274284905773964 0.014925166823923548 0.011217720513693354 0.0082324147677860539 0.012988165841894534
leaf_weight=71 83 74 70 80 65 93 71 64 61 77 68 55 67 56 281 60 52 327 76 310 149
leaf_count=71 83 74 70 80 65 93 71 64 61 77 68 55 67 56 281 60 52 327 76 310 149
internal_value=0 0.00571131 0.00428256 0.015636 0.0124066 0.00609018 0.0049788 0.00955535 0.00149136 0.00371848 0.0134225 -0.00792555 0.0128188 0.0125284 0.0066249 0.0117053 0.0109191 0.0100662 0.00206631 0.0116709 0.0163957
internal_weight=0 1225 1071 154 1085 933 863 373 490 429 1014 138 309 946 352 881 821 765 128 637 216
internal_count=2310 1225 1071 154 1085 933 863 373 490 429 1014 138 309 946 352 881 821 765 128 637 216
is_linear=0
shrinkage=0.16829


Tree=3981
num_leaves=16
num_cat=0
split_feature=15 13 40 2 13 150 41 52 13 16 49 15 15 52 15
split_gain=23.3989 15.837 7.73181 4.22839 2.0333 1.62157 1.57112 1.54633 1.82913 1.28683 1.04415 0.919902 1.43036 0.586525 0.501817
threshold=-0.25061999999999995 -0.16392499999999996 -0.026419999999999996 0.10613000000000002 -0.006219999999999999 0.10980500000000001 0.078065000000000009 -0.41304999999999997 -0.016289999999999995 -0.034109999999999994 -0.0086549999999999978 1.0000000180025095e-35 -0.0070899999999999991 -0.066329999999999986 -0.4680149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 10 5 14 6 11 -5 -9 -10 -3 12 -4 -13 -1
right_child=1 2 3 7 -6 -7 -8 8 9 -11 -12 13 -14 -15 -16
leaf_value=0.0010376869936425453 0.0010668136963760773 0.001399045914875839 0.0025042426948659879 0.0024723456098841193 0.0015555358036994074 0.0019896463329994681 0.0031003955869672185 0.00232031445621336 0.0019788238611343893 0.0012922400168020134 0.0019623076351823285 0.0029170634000290465 0.0020803817498537573 0.0025822042298742909 0.0005929433587694747
leaf_weight=59 101 75 623 84 67 59 55 82 69 53 70 64 102 694 53
leaf_count=59 101 75 623 84 67 59 55 82 69 53 70 64 102 694 53
internal_value=0 0.00234276 0.00240623 0.00246275 0.00110023 0.00252922 0.0025499 0.00209401 0.00193806 0.00168084 0.00167121 0.00252946 0.00244466 0.00261052 0.000827543
internal_weight=0 2131 2030 1885 179 1597 1538 288 204 122 145 1483 725 758 112
internal_count=2310 2131 2030 1885 179 1597 1538 288 204 122 145 1483 725 758 112
is_linear=0
shrinkage=0.0032998


Tree=3982
num_leaves=19
num_cat=0
split_feature=4 13 12 2 4 13 15 376 52 15 12 12 160 4 4 52 13 43
split_gain=31.0483 8.84927 6.71813 2.83245 1.99453 1.75923 1.48285 1.29332 0.892523 0.956852 1.56983 0.852094 1.54515 0.546006 0.401214 0.203038 0.202649 0.175094
threshold=0.30163500000000004 -0.16392499999999996 -0.011819999999999999 0.12051500000000002 -0.074219999999999994 -0.006219999999999999 -0.41971499999999995 0.083785000000000012 -0.53937999999999986 -0.11664999999999999 1.0000000180025095e-35 0.085005000000000011 -0.020454999999999997 -0.0015099999999999998 -0.16270999999999997 0.078180000000000013 -0.089024999999999979 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 11 6 -2 13 -6 17 -11 12 -4 -3 -13 -14 -16 -10
right_child=5 2 3 -5 8 -7 -8 -9 9 10 -12 14 15 -15 16 -17 -18 -19
leaf_value=0.00067651131918674027 0.00047318299751374299 0.0010865454900700281 0.0025959446837023194 0.0012549161539626922 0.0021539494694989866 0.00078150665932588009 -0.0002266678676715698 0.00072216058773318104 0.0018701242649973636 0.0012012571383444943 0.0017170589654625643 0.001676373211909345 0.0018136145848529355 0.0015640052701958252 0.0017799437194827232 0.0020926783243069126 0.0019647419209898776 0.0021481685378045411
leaf_weight=88 87 52 60 97 53 100 53 60 54 71 728 78 64 54 82 57 420 52
leaf_count=88 87 52 60 97 53 100 53 60 54 71 728 78 64 54 82 57 420 52
internal_value=0 0.00170109 0.00174656 0.00180467 0.00183568 0.000447101 0.000207988 0.00111058 0.00173518 0.00171061 0.00167127 0.00196214 0.00216122 0.00133011 0.00189996 0.00194537 0.00193463 0.00200686
internal_weight=0 2070 1982 1816 1719 240 140 166 958 905 799 761 181 106 580 121 502 106
internal_count=2310 2070 1982 1816 1719 240 140 166 958 905 799 761 181 106 580 121 502 106
is_linear=0
shrinkage=0.0032998


Tree=3983
num_leaves=17
num_cat=0
split_feature=10 9 12 4 49 13 12 52 15 12 52 4 2 15 12 52
split_gain=0.811604 0.778151 0.752083 0.753796 1.12141 0.55563 1.14968 1.03703 0.534666 0.590804 0.73 0.529613 0.358301 0.257052 0.473912 0.180555
threshold=0.058500000000000003 -1.0000000180025095e-35 -0.10236499999999998 -0.032764999999999996 -1.0000000180025095e-35 -0.117405 0.083825000000000024 -0.011954999999999999 0.022565000000000005 0.083570000000000019 -0.080899999999999986 -0.16270999999999997 0.088005000000000014 -0.040804999999999994 0.088785000000000017 0.093245000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 9 10 -5 -8 -12 15 -15 -11
right_child=-2 2 3 8 5 6 11 -9 -10 13 12 -13 -14 14 -16 -17
leaf_value=-0.0090506857546306871 -0.010348316910851524 0.031214157792873558 0.03802720240727929 -0.0095920408149656779 -0.0031575158223914892 0.01128855310686452 -0.0018650122369231388 0.04274593439580783 -0.0071845572480450388 0.0077097276037444784 0.019815209828364932 0.01276998088930519 0.0043122218918901145 0.010913136146669009 0.029432607074677149 0.015383636660317215
leaf_weight=55 53 52 52 96 59 53 77 68 65 386 54 751 196 122 58 113
leaf_count=55 53 52 52 96 59 53 77 68 65 386 54 751 196 122 58 113
internal_value=0 0.0107033 0.0111975 0.0107125 0.01391 0.0126641 0.0136496 0.0289819 0.00760144 0.00854085 0.00287393 0.0114068 0.00766805 0.0114259 0.0168905 0.00945111
internal_weight=0 2257 2202 2150 1060 1008 949 121 1090 1025 346 828 250 679 180 499
internal_count=2310 2257 2202 2150 1060 1008 949 121 1090 1025 346 828 250 679 180 499
is_linear=0
shrinkage=0.16829


Tree=3984
num_leaves=26
num_cat=0
split_feature=12 13 12 13 457 13 11 10 12 160 160 12 12 160 1213 160 12 13 403 484 13 12 12 402 12
split_gain=9.82906 4.36394 3.5336 1.20642 1.06995 1.04215 0.72398 0.633978 0.625719 0.614564 0.613017 0.51093 0.432692 0.375694 0.36068 0.305956 0.374749 0.238616 0.214636 0.211796 0.192027 0.156394 0.226746 0.145905 0.109299
threshold=0.054520000000000006 -0.0049299999999999995 0.10090500000000001 -0.068549999999999986 0.086800000000000016 0.046185000000000004 0.080455000000000013 -0.0010949999999999998 0.090465000000000004 -0.010724999999999998 -0.057984999999999988 0.12701500000000002 -0.081314999999999985 -0.30150999999999994 0.060985000000000004 -0.034034999999999989 0.08425500000000001 -0.089624999999999982 -0.00015499999999999997 0.063455000000000011 0.0037100000000000002 0.095330000000000012 0.093535000000000021 -0.038594999999999997 0.1072
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=1 7 6 -4 5 9 8 -1 13 -3 -10 20 17 -2 15 19 -17 -9 23 -15 -5 22 -20 -12 -22
right_child=2 4 3 11 -6 -7 -8 12 10 -11 18 -13 -14 14 -16 16 -18 -19 21 -21 24 -23 -24 -25 -26
leaf_value=0.00043134463774293372 0.0018255285466050929 0.0016912887599175497 0.00071292993058560657 0.001456365240134546 0.0008292553965820441 0.00096816345082626019 0.0018633450503448305 0.00076119818034788391 0.0012050937195986905 0.0013124500155302216 0.0014959848945444265 0.00098471624604785793 0.00061365027008335432 0.0015239806682092599 0.0017630172635219137 0.0017799907516640966 0.0015424620584836477 0.0010595024272428393 0.0013935616532339133 0.0012859929289808633 0.0013649491258631945 0.0013175806416247462 0.0016794111201912747 0.0017142044380431191 0.001165098189335793
leaf_weight=74 70 80 52 89 52 60 80 57 98 116 73 58 90 98 95 90 426 63 80 75 57 82 52 70 73
leaf_count=74 70 80 52 89 52 60 80 57 98 116 73 58 90 98 95 90 426 63 80 75 57 82 52 70 73
internal_value=0 0.000990355 0.00148361 0.00117568 0.00126255 0.00135042 0.00155652 0.000695038 0.00153774 0.00146726 0.00143809 0.00126242 0.00078779 0.00159079 0.00156979 0.0015431 0.00158396 0.000918102 0.00150196 0.00142101 0.0013358 0.00143424 0.00150644 0.00160305 0.001253
internal_weight=0 592 1718 329 308 256 1389 284 1309 196 455 277 210 854 784 689 516 120 357 173 219 214 132 143 130
internal_count=2310 592 1718 329 308 256 1389 284 1309 196 455 277 210 854 784 689 516 120 357 173 219 214 132 143 130
is_linear=0
shrinkage=0.0032998


Tree=3985
num_leaves=14
num_cat=0
split_feature=4 2 39 4 3 3 39 14 4 2 4 2 3
split_gain=16.2691 4.12099 2.3169 2.47402 2.3834 1.7196 2.12151 1.59698 1.39987 0.939093 0.572367 0.510721 0.137339
threshold=0.30163500000000004 0.14234000000000005 0.081875000000000017 -0.49269499999999994 0.10812000000000001 0.13772500000000001 0.093575000000000005 0.076175000000000007 -0.13833499999999996 0.090000000000000011 -0.0047649999999999993 0.11500500000000001 -0.15680499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 7 6 11 8 -5 -10 -4 -2 -1
right_child=5 -3 10 4 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0021745085152407233 0.0012281729873616135 0.00072359552908872742 0.0009386129041866764 0.0010554406517258173 0.00091867350249854175 0.00010210908962060961 0.00021371063275766103 0.0020582636067178412 0.0016239368511956538 0.0014521180077807627 0.0013530877955515864 0.00080745899736492724 0.0019349668610106217
leaf_weight=53 57 69 74 61 64 56 54 70 1051 525 73 72 62
leaf_count=53 57 69 74 61 64 56 54 70 1051 525 73 72 62
internal_value=0 0.00151764 0.00154457 0.00157572 0.00154518 0.000608816 0.000763682 0.00156865 0.00154769 0.00156672 0.00114468 0.000993629 0.00204567
internal_weight=0 2102 2033 1886 1771 239 183 1707 1637 1576 147 129 115
internal_count=2341 2102 2033 1886 1771 239 183 1707 1637 1576 147 129 115
is_linear=0
shrinkage=0.0032998


Tree=3986
num_leaves=11
num_cat=0
split_feature=39 3 4 16 3 4 16 3 4 0
split_gain=0.698431 0.777718 0.556854 0.711807 0.579709 0.413291 0.368022 0.501498 0.736051 0.33166
threshold=0.099745000000000014 0.20828500000000003 -0.26545999999999997 0.25032500000000008 0.10812000000000001 -0.14236999999999997 -0.51433499999999988 -0.14818499999999998 0.27161500000000005 -0.071844999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 -8 -9 -2
right_child=9 -3 4 -5 -6 6 7 8 -10 -11
leaf_value=0.031821998500318291 0.0060812315758107943 -0.0052193388695547368 -0.0018765647345318018 0.010678566778493033 -0.0050424446939256766 0.023363622117187375 0.027283003208721877 0.011211687826383369 -0.0062755202354640412 -0.012306961779539919
leaf_weight=82 56 84 68 101 66 71 52 1635 71 55
leaf_count=82 56 84 68 101 66 71 52 1635 71 55
internal_value=0 0.0106512 0.0112733 0.0201625 0.0104436 0.0109834 0.0114625 0.0109808 0.0104829 -0.00301385
internal_weight=0 2230 2146 183 1963 1897 1829 1758 1706 111
internal_count=2341 2230 2146 183 1963 1897 1829 1758 1706 111
is_linear=0
shrinkage=0.16829


Tree=3987
num_leaves=11
num_cat=0
split_feature=123 3 1 10 1420 3 160 123 39 12
split_gain=0.485216 0.493294 0.373137 0.495202 0.298887 0.405935 0.655486 0.285615 0.482067 0.210142
threshold=0.09338500000000001 0.25468500000000005 0.12864500000000004 -0.0087699999999999983 -0.080064999999999983 -0.11197999999999998 -0.0031399999999999996 0.081180000000000016 1.0000000180025095e-35 0.09283000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -7 -8
right_child=-2 -3 -4 4 5 7 9 -9 -10 -11
leaf_value=0.02496529234714065 -0.0056726004016165576 -0.0044855786783667929 0.019422804630431098 0.019655105359250583 -0.011577627187203957 0.008741477488677301 0.0015414853365883024 -0.001508797313315048 0.024123601763256907 0.013512818353868708
leaf_weight=52 68 77 97 64 75 1609 86 72 60 81
leaf_count=52 68 77 97 64 75 1609 86 72 60 81
internal_value=0 0.00873856 0.00920306 0.00872993 0.00831662 0.00794977 0.00148258 0.00884769 0.00929554 0.0073587
internal_weight=0 2273 2196 2099 2047 1983 242 1741 1669 167
internal_count=2341 2273 2196 2099 2047 1983 242 1741 1669 167
is_linear=0
shrinkage=0.16829


Tree=3988
num_leaves=12
num_cat=0
split_feature=149 1444 16 151 0 1 10 41 49 151 49
split_gain=0.404821 0.422758 0.537024 0.336265 0.870583 0.630432 0.455066 0.385812 0.322168 0.291362 0.117688
threshold=0.079625000000000015 -0.079124999999999987 -0.53299999999999992 -0.080284999999999981 -0.074434999999999987 0.083065000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 -0.076494999999999994 -1.0000000180025095e-35 -0.0094199999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 10 -5 8 -8 -10 -4
right_child=-2 2 3 6 -6 -7 7 -9 9 -11 -12
leaf_value=-0.0084161086938527967 0.020942570673771921 -0.0082613261176331405 0.02105044943944542 -0.0057391262010135589 0.032308884036216227 -0.0036903145345641582 0.017274116786023509 0.018655700051387818 -0.0056821130947110193 0.0065441285302151979 0.010714679269648383
leaf_weight=52 57 64 58 81 53 79 77 79 57 1614 70
leaf_count=52 57 64 58 81 53 79 77 79 57 1614 70
internal_value=0 0.00656866 0.00691857 0.00736751 0.0130523 0.00811313 0.00659192 0.0071396 0.00661811 0.006126 0.0154121
internal_weight=0 2284 2232 2168 260 207 1908 1827 1748 1671 128
internal_count=2341 2284 2232 2168 260 207 1908 1827 1748 1671 128
is_linear=0
shrinkage=0.16829


Tree=3989
num_leaves=11
num_cat=0
split_feature=39 484 51 2 483 484 34 11 50 39
split_gain=0.528073 0.344001 0.60564 0.622074 0.533063 0.342567 0.291617 0.293159 0.28277 0.197565
threshold=0.099745000000000014 0.091180000000000011 0.14431500000000003 0.14234000000000005 0.08981500000000002 0.085515000000000022 -1.0000000180025095e-35 0.091795000000000015 0.12213000000000002 0.11365500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 -1 8 -8 -2
right_child=9 4 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.017921607761957396 -0.012605209192371274 0.021356652125073955 0.021995121501313691 -0.0095968618400864257 0.0011527622992222159 -0.0054753862728485125 0.005113627593672428 0.017771706983690773 0.017728648173491793 0.0015697024584103224
leaf_weight=59 56 100 63 77 59 73 1690 57 52 55
leaf_count=59 56 100 63 77 59 73 1690 57 52 55
internal_value=0 0.00631936 0.00573873 0.0052278 0.0138709 0.00581987 0.00626462 0.00588132 0.00549123 -0.00556542
internal_weight=0 2230 2071 2008 159 1931 1858 1799 1742 111
internal_count=2341 2230 2071 2008 159 1931 1858 1799 1742 111
is_linear=0
shrinkage=0.16829


Tree=3990
num_leaves=24
num_cat=0
split_feature=12 2 15 2 2 14 160 150 3 12 16 3 157 0 43 16 16 12 3 43 43 0 157
split_gain=23.5007 9.50707 5.06468 3.62207 7.63413 2.60525 1.78557 1.55449 1.49883 1.35733 1.25748 0.96787 0.663752 1.05435 0.65863 0.653774 0.710093 0.545221 0.516597 0.471481 0.316544 0.289347 0.283355
threshold=0.077755000000000005 0.13631000000000001 -0.2987999999999999 0.099325000000000011 -0.0091949999999999983 0.076175000000000007 -0.069009999999999988 1.0000000180025095e-35 0.086245000000000016 0.090465000000000004 -0.24900499999999998 -0.10122999999999999 0.00069000000000000008 -0.073574999999999988 -0.083784999999999984 0.024125000000000004 -0.10803999999999998 0.083785000000000012 -0.096404999999999991 -0.010064999999999999 -0.085349999999999995 -0.082654999999999992 -0.079594999999999985
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 6 4 -4 9 -1 15 19 11 -11 -2 13 18 -15 16 -5 -13 -12 -6 21 -19 -22
right_child=1 -3 3 7 8 -7 -8 -9 -10 10 12 17 -14 14 -16 -17 -18 20 -20 -21 22 -23 -24
leaf_value=0.0015408995801925774 0.0020947642141617949 0.0010647309999982466 0.0011168276022904123 0.0018612373335172639 0.0024806104638318686 0.0031700361590519272 0.00078270569794611949 0.0011734672954768445 0.0020943013594162483 0.0019077046192799338 0.0027586953941144679 0.0028388448417295629 0.002676546494415304 0.0018401808056513877 0.0022567969236802093 0.0020261888896458058 0.0013399331176598714 0.0025385981302445898 0.0023990684887931516 0.002931012575499119 0.0026740149612728878 0.0028439781200989911 0.0024538920225544015
leaf_weight=59 56 56 63 54 52 53 80 84 75 72 52 66 70 52 224 54 62 91 325 53 78 59 490
leaf_count=59 56 56 63 54 52 53 80 84 75 72 52 66 70 52 224 54 62 91 325 53 78 59 490
internal_value=0 0.00240346 0.00166224 0.00181807 0.00210648 0.00244785 0.00110478 0.00154202 0.00245266 0.00242442 0.0023261 0.00251742 0.00236772 0.00233456 0.00217843 0.00172393 0.00158291 0.00254757 0.00244877 0.00270829 0.00252074 0.00265895 0.00248418
internal_weight=0 1744 636 497 243 1688 139 254 180 1635 795 840 723 653 276 170 116 784 377 105 718 150 568
internal_count=2380 1744 636 497 243 1688 139 254 180 1635 795 840 723 653 276 170 116 784 377 105 718 150 568
is_linear=0
shrinkage=0.0032998


Tree=3991
num_leaves=12
num_cat=0
split_feature=40 40 475 147 482 3 4 16 3 1 4
split_gain=0.622299 0.519158 0.423523 0.407092 0.341347 0.614227 0.401462 0.753311 0.434542 0.296362 0.164493
threshold=0.051255000000000002 -0.084904999999999994 -0.10344499999999998 0.089365000000000014 0.093000000000000013 -0.07928499999999998 0.30163500000000004 -0.15796999999999997 -0.11756999999999999 0.081925000000000012 0.50113000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 9 -9 -4 -8
right_child=-2 2 3 -5 5 -7 10 8 -10 -11 -12
leaf_value=-0.0067781327490105646 -0.011899666238721985 0.019934327372564217 0.012528269693991704 -0.0060354950449102718 0.0030944516739624885 0.028286231442710964 -0.0096601568456439416 -0.0034438589339495645 0.0064725846818641944 0.02766944918672563 0.0019394352379066763
leaf_weight=86 56 65 112 75 55 55 55 136 1537 55 93
leaf_count=86 56 65 112 75 55 55 55 136 1537 55 93
internal_value=0 0.00604291 0.00653639 0.0061348 0.00657072 0.0157067 0.00606431 0.00674282 0.00566539 0.0175256 -0.00235909
internal_weight=0 2324 2238 2173 2098 110 1988 1840 1673 167 148
internal_count=2380 2324 2238 2173 2098 110 1988 1840 1673 167 148
is_linear=0
shrinkage=0.16829


Tree=3992
num_leaves=25
num_cat=0
split_feature=1210 0 16 0 48 0 15 16 16 16 16 133 1 157 475 0 150 0 16 1 157 1213 16 50
split_gain=0.488082 0.480507 0.839497 0.64871 0.695527 0.636278 0.716349 0.613896 0.4327 0.554073 0.637543 0.423813 0.413411 0.363284 0.795183 0.486592 0.350451 0.301886 0.246514 0.237814 0.213256 0.198858 0.139936 0.13065
threshold=-0.079504999999999978 -0.076539999999999983 0.31481000000000009 0.10396000000000001 0.092265000000000014 -0.037224999999999994 0.08919500000000001 0.052915000000000011 0.18612500000000001 -0.038799999999999994 -0.068504999999999996 -0.24166499999999999 0.11414000000000001 -0.06588999999999999 -0.084169999999999981 -0.10220499999999998 0.088985000000000009 -0.069074999999999984 0.0060650000000000009 0.084795000000000023 0.0029950000000000007 -0.080769999999999995 -0.071044999999999983 -0.16990499999999997
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=21 8 3 4 5 6 17 -7 9 10 11 -2 16 14 -11 -15 -13 -3 19 -17 23 -1 -8 -4
right_child=1 2 20 -5 -6 7 22 -9 -10 13 -12 12 -14 15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00093627323977268884 0.017975727321913743 -0.0025138671801290158 0.0014645584709044432 -0.017044121019381405 -0.014654924650804013 0.0028381779531705133 -0.00030112974939349406 0.026954977016205878 -0.0061698525541055193 0.018471321297223415 -0.0087336447035742688 0.0079929217642108648 -0.0049564165266583211 0.026885148601629619 -0.0062713275264161122 0.011083287819936312 -0.0050692508667449197 -0.019506501847629372 0.0027191671344893595 0.023961985390369173 0.01963723843027472 -0.013093922505046493 0.010175399595712448 0.011474031337099832
leaf_weight=57 83 59 62 69 73 69 57 53 68 68 85 622 97 77 80 152 64 60 66 56 56 57 97 93
leaf_count=57 83 59 62 69 73 69 57 53 68 68 85 622 97 77 80 152 64 60 66 56 56 57 97 93
internal_value=0 0.0052153 0.001721 -0.00181017 0.000432022 0.00322479 -0.00128445 0.0133299 0.00693594 0.0075518 0.00516554 0.00653185 0.00531647 0.012096 0.00508478 0.0150471 0.00677167 -0.0110967 0.0117138 0.0145593 0.0107164 -0.00606307 0.00628606 0.00748183
internal_weight=0 2266 748 537 468 395 273 122 1518 1450 951 866 783 499 148 351 686 119 274 208 211 114 154 155
internal_count=2380 2266 748 537 468 395 273 122 1518 1450 951 866 783 499 148 351 686 119 274 208 211 114 154 155
is_linear=0
shrinkage=0.16829


Tree=3993
num_leaves=24
num_cat=0
split_feature=1 1 12 39 13 39 11 1 0 0 1 0 12 0 16 13 16 49 16 12 0 51 1213
split_gain=39.2067 7.27693 6.85998 3.99098 2.48325 2.49614 1.88847 1.55576 1.27391 1.50985 1.61945 1.18178 0.856916 0.84217 0.675537 0.596101 0.592753 0.537617 0.390392 0.374621 0.215622 0.203302 0.175632
threshold=0.10557500000000002 0.12719000000000003 0.087545000000000026 0.081875000000000017 -0.099939999999999987 0.089200000000000015 1.0000000180025095e-35 0.092655000000000015 -0.066849999999999979 -0.10417499999999999 0.087070000000000022 -0.12118 0.090465000000000004 -0.14151499999999997 0.15737500000000001 -0.042924999999999998 -0.066924999999999985 0.10470500000000001 0.26391000000000003 0.083785000000000012 -0.016419999999999997 -0.085574999999999984 0.0086650000000000008
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 16 6 -3 -6 8 -5 9 10 13 -8 19 -1 15 -10 -2 22 -4 -11 -16 -21 -14
right_child=1 4 18 7 5 -7 11 -9 14 12 -12 -13 17 -15 20 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0017206805302505317 0.00044660788987520024 -0.0005671798286537485 0.0011306942839149992 0.0012093763738987445 0.00074173442589659465 -0.00020408352120368427 0.0021997726175480162 0.00043364613470515734 0.0012607656078606735 0.0017774224567736086 0.0007357635105477555 0.0015465781651836244 0.001413695463752277 0.0011317695734240508 0.0012440512036409575 0.00076776906136477531 5.4116937890845033e-05 0.0010879462278432291 0.0015019633594116786 0.0017437172958778557 0.0015376813868034844 0.0015345475880506705 0.001618961608600909
leaf_weight=52 103 76 72 57 52 73 59 56 54 94 59 63 365 55 61 54 71 54 56 58 53 628 55
leaf_count=52 103 76 72 57 52 73 59 56 54 94 59 63 365 55 61 54 71 54 56 58 53 628 55
internal_value=0 0.000389662 0.000713472 0.00142715 -9.66844e-05 0.000189095 0.00146569 0.000825255 0.00143616 0.00147262 0.00117592 0.00186276 0.00151186 0.0014183 0.00120284 0.00101459 0.000286656 0.00140055 0.0012934 0.00157946 0.00138087 0.00155228 0.00144066
internal_weight=0 503 302 1877 201 125 1764 113 1642 1420 166 122 1254 107 222 108 174 474 128 780 114 686 420
internal_count=2380 503 302 1877 201 125 1764 113 1642 1420 166 122 1254 107 222 108 174 474 128 780 114 686 420
is_linear=0
shrinkage=0.0032998


Tree=3994
num_leaves=10
num_cat=0
split_feature=2 14 2 0 15 1454 1375 2 2
split_gain=0.425053 0.407729 0.536793 1.19215 0.332706 0.308974 0.271923 0.327909 0.263792
threshold=0.16730000000000003 -0.10708499999999999 -0.0091949999999999983 -0.068669999999999995 -0.25061999999999995 0.094595000000000012 0.08401500000000002 0.13194500000000003 0.098215000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 8 -6
right_child=-2 2 4 -5 5 -7 -8 -9 -10
leaf_value=0.016270410518549983 -0.010074378698677408 0.012815552140992005 -0.0071200305088535004 -0.021132273315475028 0.0064238177268427085 0.018141854124300267 -0.0041973961090693811 0.01658884909251359 0.0017003291866631892
leaf_weight=90 53 52 59 67 1406 55 81 76 441
leaf_count=90 53 52 59 67 1406 55 81 76 441
internal_value=0 0.00515629 0.00470834 -0.00628283 0.00532673 0.00568426 0.00534146 0.00574419 0.00529698
internal_weight=0 2327 2237 119 2118 2059 2004 1923 1847
internal_count=2380 2327 2237 119 2118 2059 2004 1923 1847
is_linear=0
shrinkage=0.16829


Tree=3995
num_leaves=30
num_cat=0
split_feature=12 12 13 3 3 0 12 0 0 52 12 52 484 160 151 11 403 12 0 403 13 3 13 1429 12 12 0 13 3
split_gain=18.3519 5.74714 5.65134 2.3355 2.31995 2.28728 1.78398 1.62406 1.1747 0.957302 0.939386 0.831802 0.715465 0.593117 0.555423 0.837795 0.546294 0.456875 0.818393 0.453555 0.417252 0.404433 0.386756 0.275368 0.361864 0.222523 0.107454 0.0856543 0.0686376
threshold=0.054520000000000006 0.10321000000000001 -0.0049299999999999995 0.11745500000000002 -0.036004999999999988 -0.10220499999999998 0.090465000000000004 -0.034179999999999995 -0.14454499999999995 -0.066959999999999978 0.13969000000000004 0.024560000000000002 -1.0000000180025095e-35 -0.0080249999999999991 -0.086439999999999989 1.0000000180025095e-35 1.0000000180025095e-35 0.094085000000000016 -0.072529999999999983 -0.011964999999999998 -0.076584999999999986 0.094285000000000008 -0.038394999999999992 0.083810000000000009 0.083785000000000012 0.098150000000000015 -0.086224999999999982 -0.047309999999999998 -0.078869999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 -4 8 14 9 -1 -7 11 22 -8 -6 -2 16 23 18 19 -14 -19 -15 -3 24 -16 27 -18 -22 -21
right_child=1 10 3 -5 13 7 12 -9 -10 -11 -12 -13 17 21 15 -17 26 20 -20 28 25 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00076482409755294803 0.0016918810708868516 0.0010580003190518408 0.0010095077033985837 0.00084012452720755879 0.0019796743413075845 0.00064537088130741196 0.0019921423443957005 0.00099961932751484162 0.001400238538657861 5.3941790794595223e-05 0.00095703256219747544 0.001711425063734909 0.0019129897577955259 0.0018043575960960804 0.0021937536571414876 0.0023515550060035076 0.0022751259111776973 0.0015047471623177442 0.0012440217357493682 0.0014591529708122032 0.0018210356810983985 0.0014154942662656471 0.0014138579802467574 0.001687697069185969 0.0019021550893490089 0.0016904288265483245 0.0020566127780284977 0.0020097370221324419 0.0016338655337113565
leaf_weight=56 84 52 63 61 72 56 86 59 74 64 56 79 60 56 53 61 53 55 66 52 55 64 98 59 502 76 58 66 61
leaf_count=56 84 52 63 61 72 56 86 59 74 64 56 79 60 56 53 61 53 55 66 52 55 64 98 59 502 76 58 66 61
internal_value=0 0.00177077 0.00111097 0.00142139 0.0015603 0.000793396 0.00185519 0.000551067 0.00112679 0.000330236 0.00134202 0.00143601 0.00171242 0.00174085 0.00194984 0.00197737 0.00194584 0.00166335 0.00155871 0.00167856 0.00176246 0.00159726 0.00129073 0.00190683 0.00193006 0.00183423 0.00216127 0.00192425 0.00155378
internal_weight=0 1732 625 316 255 309 1447 179 130 120 285 229 577 192 870 786 725 491 239 173 252 120 150 614 555 197 111 121 113
internal_count=2357 1732 625 316 255 309 1447 179 130 120 285 229 577 192 870 786 725 491 239 173 252 120 150 614 555 197 111 121 113
is_linear=0
shrinkage=0.0032998


Tree=3996
num_leaves=9
num_cat=0
split_feature=9 4 4 0 0 14 4 52
split_gain=0.528643 0.895827 0.447537 0.362083 1.03814 0.450869 0.3271 0.310142
threshold=0.085355000000000014 0.53076500000000015 0.50569000000000008 -0.23046999999999998 -0.16242999999999996 0.076175000000000007 0.27044500000000005 -0.56073999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.018952012415769111 -0.0081098035000910923 0.028271946597506654 -0.0069094366365392221 -0.014215448218068824 0.018911866157212302 0.022705874839934404 0.019394267775427229 0.0060729293130498711
leaf_weight=69 67 55 68 66 55 52 57 1868
leaf_count=69 67 55 68 66 55 52 57 1868
internal_value=0 0.0070439 0.00652071 0.00694297 0.00654716 0.00722242 0.00681487 0.00644107
internal_weight=0 2290 2235 2167 2098 2032 1980 1923
internal_count=2357 2290 2235 2167 2098 2032 1980 1923
is_linear=0
shrinkage=0.16829


Tree=3997
num_leaves=23
num_cat=0
split_feature=0 1 0 3 0 4 15 3 0 3 1 159 12 16 51 16 16 16 4 52 51 16
split_gain=0.452299 0.429876 0.405011 0.99902 0.54004 0.525701 0.519714 0.813173 0.495567 0.489428 0.788798 0.468022 0.422416 0.408158 0.357398 0.575153 0.66442 0.325812 0.274828 0.184967 0.278392 0.0961759
threshold=0.10798500000000001 0.10080500000000002 -0.079119999999999982 -0.10919499999999999 -0.080634999999999984 -0.085574999999999984 -0.13662499999999997 0.10812000000000001 -0.10417499999999999 -0.085499999999999979 0.083065000000000014 -0.22731999999999997 0.085730000000000015 0.0063750000000000013 -0.023524999999999997 -0.062394999999999992 0.0063750000000000013 -0.49996499999999994 -0.078524999999999998 -0.35673999999999995 -0.14644999999999997 -0.075434999999999988
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 -2 4 -4 5 12 8 9 17 10 -8 -5 -1 -11 19 18 -17 -7 -16 -13 -21 -20
right_child=1 -3 3 11 -6 6 7 -9 -10 13 -12 14 -14 -15 15 16 -18 -19 21 20 -22 -23
leaf_value=0.024304983262892356 0.0061550078659136677 0.026741040140243779 -0.014306135803418964 0.017817233045723104 0.018757670706486186 0.0094289436454371399 0.0028438677094852114 -0.013759711179609991 0.0027602761643436024 0.0078317466163115006 -0.020625683494556901 0.013350189008205313 0.0073270585957242139 -0.0075490890260480718 -0.0038039206161264187 -0.022985787078065412 0.00047840918274320675 0.026742764305296332 0.01149452658205442 -0.0032956221133280741 0.012947020549625793 0.0033664890768421618
leaf_weight=72 62 54 95 64 97 57 184 77 96 610 52 102 99 53 78 57 85 68 103 70 52 70
leaf_count=72 62 54 95 64 97 57 184 77 96 610 52 102 99 53 78 57 85 68 103 70 52 70
internal_value=0 0.0157536 0.00496828 0.0018565 0.00661533 0.00575305 0.00450396 0.0028329 0.0118757 0.00425607 -0.00231978 0.00411384 0.0144862 0.0065995 0.00268951 -0.000363988 -0.00892767 0.018862 0.00447364 0.00805478 0.00361275 0.00821611
internal_weight=0 116 2241 776 1465 1368 1197 976 221 899 236 681 171 663 617 393 142 125 251 224 122 173
internal_count=2357 116 2241 776 1465 1368 1197 976 221 899 236 681 171 663 617 393 142 125 251 224 122 173
is_linear=0
shrinkage=0.16829


Tree=3998
num_leaves=10
num_cat=0
split_feature=40 3 123 12 2 12 150 4 43
split_gain=0.441901 0.317977 0.559228 0.445262 0.52017 0.468579 0.472822 0.499221 0.444006
threshold=-0.097089999999999982 0.41303000000000006 0.09338500000000001 -0.085719999999999977 0.14823500000000003 -0.013764999999999998 -0.088479999999999989 0.30163500000000004 -0.078764999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 -7 -8 -2
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=0.019632832917647534 -0.01301393114724537 0.017242150602434461 -0.013153801698170811 0.021162421365946996 -0.011049350998955272 0.020502833933055901 0.0051617869196184793 -0.0071050221995526625 0.0069466535222789437
leaf_weight=54 80 52 53 52 56 54 1805 99 52
leaf_count=54 80 52 53 52 56 54 1805 99 52
internal_value=0 0.00422146 0.00391987 0.00433238 0.00493827 0.00538459 0.00496465 0.00452302 -0.00513706
internal_weight=0 2303 2251 2198 2066 2010 1958 1904 132
internal_count=2357 2303 2251 2198 2066 2010 1958 1904 132
is_linear=0
shrinkage=0.16829


Tree=3999
num_leaves=14
num_cat=0
split_feature=0 0 132 131 0 0 43 12 49 12 40 156 3
split_gain=0.339449 0.551829 0.344615 0.783764 0.280692 0.435437 0.350808 0.426494 0.421453 0.403017 0.397224 0.299161 0.267783
threshold=-0.23046999999999998 -0.18087499999999998 0.098600000000000007 0.10725500000000002 0.053930000000000006 -0.014334999999999999 -0.086054999999999979 -0.041134999999999991 0.0065400000000000015 0.091445000000000012 -0.061244999999999994 0.091155000000000014 -0.13088999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 8 10 9 -3 -8 -9 -6
right_child=1 2 3 -5 12 -7 7 11 -10 -11 -12 -13 -14
leaf_value=0.015190155150879864 -0.012472956599541701 0.009896354244665161 0.027792577244203091 0.0012495943620781061 0.017591395702926619 -0.0078085153502484147 0.00078357573186670949 0.0040249240540587055 0.019178507538007674 -0.0032125512590383074 -0.01648104840677761 -0.0050936546938844078 0.0026247970709799367
leaf_weight=72 60 183 54 76 74 103 96 1222 77 104 62 111 63
leaf_count=72 60 183 54 76 74 103 96 1222 77 104 62 111 63
internal_value=0 0.00344594 0.00387602 0.012289 0.00335312 0.0028366 0.00342864 0.00228348 0.00811449 0.00513983 -0.00597978 0.00326426 0.0107221
internal_weight=0 2285 2225 130 2095 1958 1855 1491 364 287 158 1333 137
internal_count=2357 2285 2225 130 2095 1958 1855 1491 364 287 158 1333 137
is_linear=0
shrinkage=0.16829


Tree=4000
num_leaves=13
num_cat=0
split_feature=150 4 49 10 49 15 403 4 11 402 403 402
split_gain=0.633755 0.726291 1.01638 0.479188 0.384857 0.371058 0.294528 0.35013 0.420178 0.330188 0.730917 0.403378
threshold=0.12068000000000002 0.26379000000000002 -1.0000000180025095e-35 -0.011239999999999998 1.0000000180025095e-35 -0.4680149999999999 -0.54045999999999983 0.15484000000000003 0.086080000000000018 -0.022269999999999995 -0.23730999999999999 -0.43418999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 -5 8 9 11 -11 -8
right_child=-2 2 4 6 -6 -7 7 -9 -10 10 -12 -13
leaf_value=0.019216155022305413 0.019872632440793098 -0.0267216144385326 0.0032557621291548376 0.015432145341978669 0.011208415797832093 -0.012990797770124468 -0.0018777452355739782 0.016559535262942231 -0.011063994699745653 -0.017448683164407557 0.0028361145595969155 0.013809559966383054
leaf_weight=55 62 52 80 55 58 79 66 52 62 52 1529 155
leaf_count=55 62 52 80 55 58 79 66 52 62 52 1529 155
internal_value=0 0.00262439 -0.00558904 0.0037158 -0.000516732 -0.00480513 0.00328236 0.00293266 0.00255154 0.003021 0.0021678 0.00911653
internal_weight=0 2295 269 2026 217 159 1971 1916 1864 1802 1581 221
internal_count=2357 2295 269 2026 217 159 1971 1916 1864 1802 1581 221
is_linear=0
shrinkage=0.16829


Tree=4001
num_leaves=23
num_cat=0
split_feature=1 1 12 47 51 13 49 1 13 51 2 39 133 2 151 40 49 2 49 12 156 157
split_gain=28.6424 4.42038 3.5507 3.18882 2.68641 1.63235 1.6165 1.53298 1.15277 0.951762 1.21396 0.743294 0.688603 0.501609 0.488542 0.402842 0.392771 0.340835 0.319039 0.301527 0.369226 0.120673
threshold=0.10892500000000001 0.13662500000000002 0.054520000000000006 0.085770000000000027 -0.097374999999999975 -0.071244999999999989 0.10969000000000002 0.093575000000000019 -0.14819499999999997 -0.0044849999999999985 0.097145000000000023 0.087015000000000009 0.092120000000000021 0.11500500000000001 -0.059889999999999992 -1.0000000180025095e-35 -0.014869999999999998 0.10656 0.0047850000000000011 0.085665000000000005 0.096630000000000008 -0.07686999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 -1 -3 8 15 -4 19 16 13 -8 -2 -9 -6 -11 -12 -18 -10 21 -21
right_child=1 5 6 -5 7 -7 12 14 9 10 17 -13 -14 -15 -16 -17 18 -19 -20 20 -22 -23
leaf_value=0.0022452713380025128 0.001304577030658109 0.0001122563357477196 0.0024752231386536761 0.0016729400447213078 0.0019364566973223115 0.00088140740669694344 0.0018664587535560803 0.0014278515883904938 0.002023756949649467 0.0022906531978493321 0.001576174000507831 0.0006530335023774939 0.0013402778260947334 0.00090026441044272539 0.0010040078515850658 0.0015718085536910579 0.0020142151043977636 0.0018715069069145866 0.0018044622693077158 0.0024905512332690817 0.0020331737367571762 0.0022703286680114615
leaf_weight=61 64 68 60 102 53 54 56 56 90 53 96 62 54 72 65 94 845 81 91 53 55 72
leaf_count=61 64 68 60 102 53 54 56 56 90 53 96 62 54 72 65 94 845 81 91 53 55 72
internal_value=0 0.000983046 0.00193204 0.00119849 0.00161916 0.000452989 0.00199611 0.00147652 0.00202459 0.00200573 0.00196455 0.000953891 0.00160847 0.00109079 0.00120046 0.00170352 0.0020098 0.00171153 0.00199386 0.00218345 0.0022631 0.00236398
internal_weight=0 422 1935 300 329 122 1606 268 1496 1436 1166 198 110 136 121 147 989 177 936 270 180 125
internal_count=2357 422 1935 300 329 122 1606 268 1496 1436 1166 198 110 136 121 147 989 177 936 270 180 125
is_linear=0
shrinkage=0.0032998


Tree=4002
num_leaves=11
num_cat=0
split_feature=0 12 150 52 15 2 150 2 0 157
split_gain=0.894413 0.428854 0.376337 0.414173 0.453729 0.607086 0.366454 0.47751 0.344517 0.303863
threshold=0.12474500000000001 -0.12529499999999996 0.12068000000000002 0.51524500000000006 -0.24269999999999997 0.12051500000000002 0.089155000000000012 -0.00097499999999999985 -0.085604999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -6 -8 -9
right_child=-2 2 -4 -5 6 -7 8 9 -10 -11
leaf_value=0.019403443202656006 -0.013977615194357763 -0.016112257487504045 0.017259687096756047 -0.0098146532750639764 0.019964471457177193 0.0056682217639872747 -0.010826360602529169 0.0044616367518315134 0.005823282535669755 0.013530738195181231
leaf_weight=54 76 70 61 61 63 75 78 1643 64 112
leaf_count=54 76 70 61 61 63 75 78 1643 64 112
internal_value=0 0.0045754 0.00421505 0.00384685 0.00424359 -0.0048341 0.00491607 0.00555955 -0.00330964 0.00504143
internal_weight=0 2281 2227 2166 2105 145 1960 1818 142 1755
internal_count=2357 2281 2227 2166 2105 145 1960 1818 142 1755
is_linear=0
shrinkage=0.16829


Tree=4003
num_leaves=12
num_cat=0
split_feature=0 150 0 160 160 9 41 1454 0 15 15
split_gain=0.618805 0.266192 0.338733 0.372432 0.593012 0.496492 0.297175 0.387341 0.316102 0.269928 0.191003
threshold=0.12474500000000001 0.12068000000000002 -0.23091999999999999 0.085130000000000011 0.11205000000000002 -0.036024999999999995 0.07831500000000001 0.092835000000000015 -0.094314999999999996 -0.089104999999999976 -0.058234999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 -4 7 8 -7 -5 -6
right_child=-2 -3 3 4 10 6 -8 -9 -10 -11 -12
leaf_value=-0.0095321012469610639 -0.011625325017853134 0.014691036638423253 -0.013190135128051591 0.010320987381238315 -0.0062108143922641372 -0.0013425158305696095 0.012650580247553599 -0.010912365517433615 0.004529101288501325 0.025197803616702093 0.0074083287948479752
leaf_weight=55 76 62 52 75 55 319 95 55 1386 65 62
leaf_count=55 76 62 52 75 55 319 95 55 1386 65 62
internal_value=0 0.00380581 0.00350086 0.00383293 0.00985 0.00302109 0.0034765 0.00298028 0.00342949 0.0172409 0.000990812
internal_weight=0 2281 2219 2164 257 1907 1855 1760 1705 140 117
internal_count=2357 2281 2219 2164 257 1907 1855 1760 1705 140 117
is_linear=0
shrinkage=0.16829


Tree=4004
num_leaves=23
num_cat=0
split_feature=1 4 12 1 49 12 13 15 4 4 160 2 12 1 15 2 1429 15 12 2 4 15
split_gain=27.3048 5.34505 2.81116 2.37117 2.27627 1.55918 1.42972 1.26379 1.09341 1.00001 1.06733 0.738884 0.589087 0.568064 0.4622 0.560255 0.557072 0.536157 0.301232 0.400168 0.345176 0.116061
threshold=0.10892500000000001 0.26450500000000005 0.054520000000000006 0.092655000000000015 -0.058769999999999996 0.089125000000000024 -0.14179999999999995 -0.42075999999999997 -0.010189999999999999 0.020345000000000005 -0.53327999999999987 0.11585500000000001 0.093670000000000017 0.079415000000000013 0.090125000000000011 0.084825000000000025 0.085090000000000013 -0.016949999999999996 0.093840000000000021 0.084675000000000014 -0.077889999999999987 -0.070929999999999979
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 4 3 13 -2 -6 -4 11 -5 10 -8 -3 -11 -1 15 17 -17 -12 19 -16 -20 -14
right_child=1 7 6 8 5 -7 9 -9 -10 12 14 -13 21 -15 18 16 -18 -19 20 -21 -22 -23
leaf_value=0.0015651292392115834 0.00075952367299285026 0.00040858197710218365 0.0023100571913296252 0.0015045390843017432 0.0011334542965216296 0.0018323339593615626 0.0014263876013197408 0.00014896425679944851 0.00093563519875962311 0.0017914292972043883 0.0017936577680857265 0.00091137342490866873 0.0015440306720830232 0.0019401623208159704 0.0016901338079321165 0.0018189062319218382 0.002132402220133211 0.0021030266282600187 0.0014512660683951284 0.0020625441101293101 0.0017700295573293836 0.001314944589272808
leaf_weight=85 75 59 69 69 72 68 61 78 80 96 84 70 52 95 61 563 71 244 54 69 130 52
leaf_count=85 75 59 69 69 72 68 61 78 80 96 84 70 52 95 61 563 71 244 54 69 130 52
internal_value=0 0.00085988 0.00178644 0.00150797 0.00122438 0.00147316 0.00184347 0.000481121 0.00119932 0.0018225 0.00185522 0.000681688 0.00160357 0.00176326 0.00187569 0.00191201 0.00185407 0.00202391 0.0017643 0.00188807 0.00167667 0.00142983
internal_weight=0 422 1935 329 215 140 1606 207 149 1537 1337 129 200 180 1276 962 634 328 314 130 184 104
internal_count=2357 422 1935 329 215 140 1606 207 149 1537 1337 129 200 180 1276 962 634 328 314 130 184 104
is_linear=0
shrinkage=0.0032998


Tree=4005
num_leaves=22
num_cat=0
split_feature=1 3 4 4 123 13 1 158 1 0 457 51 16 52 4 4 0 16 1 400 16
split_gain=66.7271 9.36296 5.05003 3.53801 2.37315 2.86292 2.28631 1.88427 1.14327 0.987489 1.65886 1.14865 0.95528 1.74194 0.757742 0.708863 0.679757 0.63161 0.589236 0.354944 0.191859
threshold=0.10538500000000002 -0.055839999999999994 0.054560000000000004 0.36766000000000004 1.0000000180025095e-35 -0.14179999999999995 0.12072500000000001 1.0000000180025095e-35 0.11570500000000002 -0.084184999999999996 0.041935000000000007 -0.085434999999999983 -0.42618999999999996 -0.053514999999999993 -0.38908499999999996 0.19411000000000003 -0.060199999999999997 0.0048200000000000005 0.11224000000000002 -0.065974999999999992 -0.050529999999999999
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=2 3 4 8 5 -1 18 15 -2 10 11 -7 -8 -14 -11 20 19 -13 -3 -16 -4
right_child=1 6 7 -5 -6 9 12 -9 -10 14 -12 17 13 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0030321373927351446 0.0021474466730138082 0.00062169349912089662 0.0018171328546436316 0.00079478683725487417 0.0016001565635334869 0.0027747641774008443 -9.6301744747328842e-05 0.0022223672974245713 0.0014649676154917411 0.0024484467351609356 0.0018070499790721433 0.0023815373773244642 -9.7278546764822023e-06 0.00075212521100344104 0.002418961245263051 0.0012333546433183043 0.0018585831058644219 0.0019969690060917928 0.0010685102306604011 0.0021521695108581212 0.0015415675477938886
leaf_weight=53 54 72 66 58 59 78 58 63 54 101 57 469 59 73 62 53 84 53 59 631 52
leaf_count=53 54 72 66 58 59 78 58 63 54 101 57 469 59 73 62 53 84 53 59 631 52
internal_value=0 0.000816886 0.00218749 0.00145324 0.002252 0.0022762 0.000487694 0.00173323 0.00180653 0.00225008 0.00234752 0.0023988 0.000256185 0.000411333 0.00217712 0.00155281 0.00214181 0.00234256 0.000823201 0.00217609 0.001696
internal_weight=0 487 1881 166 1647 1588 321 234 108 1535 657 600 190 132 878 171 777 522 131 693 118
internal_count=2368 487 1881 166 1647 1588 321 234 108 1535 657 600 190 132 878 171 777 522 131 693 118
is_linear=0
shrinkage=0.0032998


Tree=4006
num_leaves=11
num_cat=0
split_feature=14 49 43 4 4 479 0 52 1 0
split_gain=0.739197 0.833986 0.617514 0.501623 0.642234 0.43876 0.409747 0.264215 0.247806 0.165245
threshold=-0.10708499999999999 -0.15562499999999999 -0.50504499999999986 -0.17689999999999997 -0.13833499999999996 0.088785000000000017 -0.19242499999999998 -0.016219999999999995 0.11670500000000002 0.11026000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 -5 6 -6 9 -8 -4
right_child=1 2 3 4 5 -7 8 -9 -10 -11
leaf_value=0.019057938889116059 -0.015438184363736859 -0.013113314723762176 0.0021333225405184269 -0.013606005300731623 -0.0062566548789000686 -0.0099228588492499721 0.0067648503528848561 0.022541014482896742 5.3017103773201448e-05 0.014975627023174292
leaf_weight=103 58 52 53 53 79 53 1617 65 173 62
leaf_count=103 58 52 53 53 79 53 1617 65 173 62
internal_value=0 0.00447428 0.0049984 0.00543626 0.00465977 0.00516439 0.00559318 0.0139462 0.00611717 0.00907262
internal_weight=0 2265 2207 2155 1975 1922 1869 180 1790 115
internal_count=2368 2265 2207 2155 1975 1922 1869 180 1790 115
is_linear=0
shrinkage=0.16829


Tree=4007
num_leaves=13
num_cat=0
split_feature=40 9 3 13 3 3 3 50 49 15 160 12
split_gain=0.538334 0.568593 0.40003 0.441738 0.614825 0.531221 0.413945 0.416804 0.371911 0.308815 0.300352 0.244525
threshold=-0.084904999999999994 -0.013509999999999999 -0.23303499999999996 0.0015850000000000003 -0.14619999999999997 -0.14070999999999997 -0.098469999999999988 -0.14320999999999998 0.09567500000000001 -0.050699999999999995 0.11655500000000001 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -6 -8 9 -7 -9 -11
right_child=1 2 3 5 6 8 7 10 -10 11 -12 -13
leaf_value=-0.0094013523074080677 0.021478354765706441 0.015843931726620353 0.020388849525105033 -0.01680429706700063 -0.010483934073933311 0.01392112344827353 0.019035710465656556 0.0047479303498419601 -0.011681956564489801 -0.0075582896187825566 -0.0064349679913281929 0.0053233363452909986
leaf_weight=79 56 82 70 55 52 65 56 1554 52 68 71 108
leaf_count=79 56 82 70 55 52 65 56 1554 52 68 71 108
internal_value=0 0.00472144 0.0043004 0.0038595 0.00491928 -0.00162606 0.00429339 0.00475158 0.00121697 0.00400759 0.00425822 0.000336137
internal_weight=0 2289 2233 2151 1803 348 1733 1681 293 241 1625 176
internal_count=2368 2289 2233 2151 1803 348 1733 1681 293 241 1625 176
is_linear=0
shrinkage=0.16829


Tree=4008
num_leaves=24
num_cat=0
split_feature=1 52 12 1 12 1 12 150 11 12 13 157 1 49 43 52 1 158 43 132 12 12 13
split_gain=41.8188 7.31993 4.26681 3.38082 2.99536 1.92089 1.80645 0.882157 1.00902 0.850811 0.796899 0.768136 0.657339 0.490978 0.5408 0.390614 0.402262 0.371892 0.352835 0.418434 0.307543 0.184714 0.17142
threshold=0.10538500000000002 -0.40809499999999993 -0.029844999999999997 0.12450500000000002 0.090535000000000018 0.092655000000000015 0.090345000000000023 0.086730000000000015 1.0000000180025095e-35 0.11721500000000001 -0.0030199999999999997 -0.081329999999999986 0.11189500000000001 0.082865000000000008 -0.07520499999999998 -0.099329999999999988 0.091785000000000019 0.10254000000000001 0.019675000000000002 0.082150000000000015 0.091735000000000025 0.094955000000000025 -0.28558999999999996
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 -2 5 4 12 -1 7 8 17 13 22 -9 -3 15 -15 -8 20 18 19 -4 -17 -18 -5
right_child=1 3 6 10 -6 -7 9 11 -10 -11 -12 -13 -14 14 -16 16 21 -19 -20 -21 -22 -23 -24
leaf_value=0.001140011912744618 0.0013741963623149138 -9.3973214549771181e-05 0.0015092936958437059 -0.00045934303652996202 0.0009882547819049551 0.00028521139765108757 0.00156330096525277 0.0014717671919799052 0.00192507063442442 0.00088342082889325264 9.0817551342069975e-05 0.00090715654841878586 0.00033767440894922967 0.0008817412212489043 0.0012989378944433575 0.0011702120456681695 0.00098342008402895419 0.0017491462576948952 0.0012560881670499323 0.001213938192141226 0.0014140369616486711 0.0012595687716931306 -0.00022252126697395284
leaf_weight=60 57 68 678 65 66 55 76 53 60 60 73 53 88 60 80 74 52 54 83 58 267 58 70
leaf_count=60 57 68 678 65 66 55 76 53 60 60 73 53 88 60 80 74 52 54 83 58 267 58 70
internal_value=0 0.000262988 0.00134802 0.000115606 0.000398874 0.000731501 0.00138815 0.00147663 0.00150918 0.00126165 -0.000186558 0.00118979 0.000149295 0.00129562 0.00112039 0.0013421 0.00130475 0.00148055 0.0014628 0.00148607 0.00136123 0.00112935 -0.000336808
internal_weight=0 487 1881 430 222 115 1766 1039 933 727 208 106 156 667 140 527 451 873 819 736 341 110 135
internal_count=2368 487 1881 430 222 115 1766 1039 933 727 208 106 156 667 140 527 451 873 819 736 341 110 135
is_linear=0
shrinkage=0.0032998


Tree=4009
num_leaves=27
num_cat=0
split_feature=1 52 2 123 52 2 4 13 43 3 3 2 4 52 3 1 3 2 13 2 133 43 2 52 43 42
split_gain=22.1238 3.82809 2.36095 1.89713 1.86237 1.79627 1.454 1.22673 0.818905 1.5664 1.03308 0.737697 0.566185 0.475577 0.458738 0.452455 0.448327 0.434438 0.385913 0.357482 0.319209 0.350106 0.281875 0.223262 0.214057 0.197827
threshold=0.10538500000000002 -0.40809499999999993 0.13631000000000001 1.0000000180025095e-35 0.12371000000000001 -1.0000000180025095e-35 0.054560000000000004 -0.083739999999999995 -0.080249999999999988 -0.11756999999999999 0.094285000000000008 0.11043500000000002 -0.0023899999999999993 0.0029250000000000005 -0.081644999999999981 0.087135000000000004 0.12991000000000003 0.085730000000000015 -0.014114999999999997 0.083970000000000017 0.087035000000000015 -0.012534999999999999 0.090310000000000015 0.088555000000000009 1.0000000180025095e-35 0.086125000000000021
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=3 -2 4 6 5 -3 7 14 9 -9 12 -7 17 18 19 23 -4 -10 -8 -1 21 -21 -14 -11 25 -16
right_child=1 2 16 -5 -6 11 13 8 10 15 -12 -13 22 -15 24 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0021936722074482468 0.0016742403437241212 0.00038167391276000263 0.00018242012001859077 0.0011507856186720037 0.0014593935368849883 0.0012418590049047397 0.0014546565528319869 0.0010210588461448235 0.0018063005234000725 0.0017781754279784223 0.0012692504892189893 0.00079907550764166341 0.002116663150674838 0.0016163937506063742 0.0015111348283937765 0.0013809486028469801 0.00057722430822493645 0.0016277968710595775 0.0010857604611233754 0.0021211986434424368 0.001695445885176653 0.0017910802679154492 0.0017865020572163145 0.0015576751366390897 0.0018894127952902942 0.0017840037555430454
leaf_weight=54 57 78 62 77 57 72 74 57 277 137 53 97 62 87 60 67 64 338 55 82 67 65 56 85 66 62
leaf_count=54 57 78 62 77 57 72 74 57 277 137 53 97 62 87 60 67 64 338 55 82 67 65 56 85 66 62
internal_value=0 0.000870176 0.000763509 0.00165948 0.000921006 0.00079662 0.00168117 0.00171583 0.00165734 0.00152266 0.00171658 0.000987925 0.00174887 0.0014262 0.00186097 0.00162148 0.000383235 0.00170825 0.00129765 0.00194969 0.00188796 0.00197547 0.00196028 0.00169391 0.0017343 0.00165009
internal_weight=0 487 430 1881 304 247 1804 1588 1132 346 786 169 733 216 456 289 126 615 129 268 214 147 118 222 188 122
internal_count=2368 487 430 1881 304 247 1804 1588 1132 346 786 169 733 216 456 289 126 615 129 268 214 147 118 222 188 122
is_linear=0
shrinkage=0.0032998


Tree=4010
num_leaves=25
num_cat=0
split_feature=3 4 159 484 16 42 16 4 133 43 3 4 16 39 156 484 474 50 1213 1213 4 4 3 4
split_gain=1.11567 0.411451 0.766929 0.387432 0.370384 0.659336 0.359417 0.393664 0.379791 0.32025 0.583548 0.351276 0.299121 0.292294 0.357837 0.377018 0.268037 0.240986 0.233018 0.413983 0.167829 0.132223 0.106963 0.100032
threshold=0.37720000000000004 1.0000000180025095e-35 0.11819000000000002 -0.084699999999999984 -0.34140499999999996 0.08870500000000002 -0.010574999999999999 -0.090609999999999982 -0.0068049999999999994 0.092445000000000013 -0.072579999999999992 0.053010000000000009 -0.087829999999999978 0.084535000000000013 0.086635000000000004 0.085515000000000022 0.023345000000000001 0.092095000000000024 0.10210000000000001 0.0049450000000000006 0.053255000000000004 -0.081079999999999985 0.0025650000000000004 -0.022999999999999996
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 3 4 21 5 22 7 -5 -8 10 11 -6 -12 14 16 -16 -10 18 19 -9 -14 -1 -3 -19
right_child=-2 2 -4 6 9 -7 8 17 13 -11 12 -13 20 -15 15 -17 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.022174692681411402 -0.017798789810721173 0.012119714601389418 -0.016989097272515259 0.01999797820197987 0.013148518069667351 -0.0024955583759395505 -0.0092558989153129559 0.0091721553134880476 0.0068285209477635484 0.010922494227947967 -0.019110974103389317 -0.0016000198083832909 -0.010287584258374047 -0.0071389831646059458 0.0055574172550152462 -0.012091241840705296 0.019594940436891205 0.005483612695886644 0.01851416753947922 -0.0061587149995197396 0.0029622111517775586 0.011617777039862455 0.021237844128767659 -0.0028823589689571131
leaf_weight=52 59 100 54 76 84 90 64 523 226 73 53 100 54 54 97 53 59 85 63 55 54 99 59 77
leaf_count=52 59 100 54 76 84 90 64 523 226 73 53 100 54 54 97 53 59 85 63 55 54 99 59 77
internal_value=0 0.00563082 0.00229481 0.00714911 0.00385872 0.00899761 0.00629204 0.00840786 0.00292568 0.000793223 -0.00134486 0.00512324 -0.00874815 0.00452367 0.00597558 -0.000666465 0.0094777 0.00730867 0.00877488 0.00771023 -0.00364605 0.0152652 0.0155145 0.0014961
internal_weight=0 2304 721 1583 667 249 1432 879 553 418 345 184 161 489 435 150 285 803 641 578 108 151 159 162
internal_count=2363 2304 721 1583 667 249 1432 879 553 418 345 184 161 489 435 150 285 803 641 578 108 151 159 162
is_linear=0
shrinkage=0.16829


Tree=4011
num_leaves=16
num_cat=0
split_feature=3 1 43 124 1 14 3 131 43 1454 1447 483 1 1 1
split_gain=0.779998 0.465266 0.470097 0.504614 0.45336 0.390988 0.646633 0.385369 0.555742 0.307962 0.341889 0.388927 0.43457 0.275999 0.170584
threshold=0.32329500000000005 0.093575000000000019 -0.11741999999999998 -0.076164999999999983 0.13148500000000005 0.062655000000000016 -0.12077499999999998 0.089305000000000009 -0.0068249999999999986 0.096235000000000015 -0.085709999999999995 -0.094369999999999996 0.091145000000000018 0.10538500000000002 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 14 7 6 -1 8 -5 10 -8 -12 -13 -10 -4
right_child=-2 2 3 4 -6 -7 9 -9 13 -11 11 12 -14 -15 -16
leaf_value=-0.0087641221725255781 -0.01427087464625887 0.014179841526091671 -0.01675597365051857 -0.019196647350973418 0.013441441650845268 0.018823674679335021 0.017969662428368893 0.0091832146386578647 0.0060603059345993599 -0.0056239976143448367 0.01938855158056552 0.0050546335211608499 0.019850838915853725 -0.0050231486133684271 -0.0035848981707976208
leaf_weight=83 63 68 61 52 79 67 76 90 114 57 62 1236 59 144 52
leaf_count=83 63 68 61 52 79 67 76 90 114 57 62 1236 59 144 52
internal_value=0 0.0047029 0.00092664 -0.000592652 0.00179056 0.00622152 0.00568361 -0.000505996 -0.00332479 0.00648962 0.00697272 0.0063555 0.00573013 -0.000118845 -0.0107108
internal_weight=0 2300 660 592 479 1640 1573 400 310 1490 1433 1357 1295 258 113
internal_count=2363 2300 660 592 479 1640 1573 400 310 1490 1433 1357 1295 258 113
is_linear=0
shrinkage=0.16829


Tree=4012
num_leaves=21
num_cat=0
split_feature=1 52 2 39 123 13 14 4 16 4 51 1 2 52 133 484 133 1447 16 2
split_gain=38.4048 8.24031 4.48924 3.70199 3.42373 2.4351 1.93452 1.40941 1.94331 1.36046 0.929535 0.575573 0.458169 0.851529 0.9747 0.58985 0.965694 0.51239 0.256457 0.193278
threshold=0.10538500000000002 -0.40011499999999994 0.14794000000000004 0.081875000000000017 0.080635000000000012 -0.099939999999999987 0.054835000000000009 0.41345000000000004 -0.034109999999999994 0.032965000000000001 0.11178000000000002 0.083555000000000018 0.091250000000000012 -0.41304999999999997 0.078935000000000019 0.085560000000000011 0.084880000000000025 -0.085709999999999995 -0.39442499999999997 0.10244500000000002
decision_type=2 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 -3 9 8 -7 10 12 18 15 -14 -15 17 -17 -1 -11 -20
right_child=1 2 -4 -5 -6 7 -8 -9 -10 11 -12 -13 13 14 -16 16 -18 -19 19 -21
leaf_value=0.0030763004694243329 0.0027845851808314236 0.0013164830394611765 0.0007675476150571332 0.001979890835280336 0.001077104685268393 0.0026725967247393412 0.0031974761221765678 0.0016107890014062213 0.0018246464629026755 0.0026903192911314987 0.0023452099897430185 0.0021086901112818452 0.0028833563274706922 0.0023438037626025091 0.0027321598003225748 0.002178696809640915 0.0027766786179025541 0.0027386280828381173 0.0025690239402218684 0.0022968852723718961
leaf_weight=54 56 79 87 94 98 56 69 63 63 53 92 58 86 171 123 54 67 813 52 75
leaf_count=54 56 79 87 94 98 56 69 63 63 53 92 58 86 171 123 54 67 813 52 75
internal_value=0 0.0015908 0.00144083 0.00261947 0.00160389 0.00180155 0.00265347 0.00201191 0.00222398 0.00263134 0.00266927 0.00239854 0.00269104 0.0025918 0.0025064 0.00272917 0.0025101 0.0027597 0.00249174 0.00240859
internal_weight=0 502 446 1861 359 261 1767 182 119 1698 1460 238 1368 380 294 988 121 867 180 127
internal_count=2363 502 446 1861 359 261 1767 182 119 1698 1460 238 1368 380 294 988 121 867 180 127
is_linear=0
shrinkage=0.0032998


Tree=4013
num_leaves=23
num_cat=0
split_feature=12 12 150 12 42 40 12 52 1209 48 11 11 52 52 42 156 12 484 12 52 403 52
split_gain=11.5162 3.39602 2.67306 2.7307 4.24109 1.83681 1.35757 0.880606 0.534366 0.483731 1.12604 0.896755 0.447774 0.435109 0.532723 0.319465 0.311852 0.319838 0.260703 0.254436 0.140718 0.0287113
threshold=0.077755000000000005 0.10222500000000002 0.091355000000000006 -0.011819999999999999 -0.0043149999999999994 -0.061244999999999994 0.13969000000000004 -0.086814999999999989 0.086665000000000006 0.088875000000000023 1.0000000180025095e-35 0.085155000000000022 -1.0000000180025095e-35 0.093995000000000009 1.0000000180025095e-35 0.091255000000000017 0.098330000000000015 0.11701500000000002 -0.089089999999999989 0.026115000000000003 -0.088434999999999986 -0.012574999999999998
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 8 3 4 -1 18 13 -5 9 10 15 -12 -11 14 -3 16 17 -2 -6 21 -10 -9
right_child=1 6 -4 7 5 -7 -8 19 20 12 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0016106357817684469 0.0016911693542061043 0.0014012168837848973 0.00055930967055580004 0.001732154190000809 0.0010881098697584862 0.00026661720690507779 0.00079242008023389186 0.0011169447504611677 0.0013030161995399722 0.0016278501564351579 0.0022903028237616953 0.0016867513377292829 0.0012428823524692398 0.001567084590121308 0.00099348589846840894 0.0014154447806828934 0.0014149566208931943 0.0014207823983723702 0.00077852380345578285 0.0014395990826751885 0.0015457884861592643 0.001238023523652561
leaf_weight=71 932 103 101 65 56 76 57 53 58 84 57 52 56 77 54 62 54 52 66 69 53 55
leaf_count=71 932 103 101 65 56 76 57 53 58 84 57 52 56 77 54 62 54 52 66 69 53 55
internal_value=0 0.00157657 0.00105052 0.00114754 0.000918366 0.00066995 0.00125056 0.00140214 0.00164153 0.00165979 0.00168127 0.00200269 0.00147411 0.00136201 0.0012612 0.00164938 0.00166332 0.00167692 0.000920918 0.00128075 0.00141925 0.00117893
internal_weight=0 1751 612 511 269 198 291 242 1460 1349 1209 109 140 234 157 1100 1038 984 122 177 111 108
internal_count=2363 1751 612 511 269 198 291 242 1460 1349 1209 109 140 234 157 1100 1038 984 122 177 111 108
is_linear=0
shrinkage=0.0032998


Tree=4014
num_leaves=29
num_cat=0
split_feature=1 3 3 15 12 1 3 49 15 16 12 3 13 42 1456 12 0 42 0 43 150 13 1 42 16 49 12 3
split_gain=31.6802 7.08045 2.11589 1.69703 1.92295 1.8088 1.80008 1.42689 1.35658 1.34719 1.26568 1.07911 2.37165 1.04509 0.824935 0.577326 0.576083 0.335064 0.363322 0.245418 0.233427 0.352333 0.506001 0.224381 0.200395 0.153969 0.281548 0.121357
threshold=0.10538500000000002 -0.055839999999999994 0.31534000000000006 0.03981500000000001 0.083325000000000024 0.088735000000000022 -0.12595999999999999 -0.020999999999999994 -0.032264999999999995 -0.082559999999999981 0.083785000000000012 0.077930000000000013 -0.009329999999999998 0.095935000000000006 -0.06457499999999998 0.086505000000000012 -0.081224999999999978 0.090625000000000025 -0.086254999999999984 -0.067359999999999989 0.086845000000000019 0.084330000000000016 0.078015000000000015 0.11623000000000001 -0.080119999999999983 0.085970000000000005 0.084710000000000021 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 11 4 5 8 -5 -7 -1 -2 -8 12 -3 15 -12 25 17 18 -16 -11 21 22 -17 24 -18 26 -6 -13
right_child=1 2 -4 6 13 7 10 -9 -10 19 14 27 -14 -15 16 20 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0018598880966900194 0.00087091411951839104 0.00072531735765286247 -6.812736554414341e-05 0.0023251968918988602 0.0019323175930167635 0.00063076896075465246 0.0021926791327592714 0.0013582347551448688 0.0012452952547364886 0.0016543565050533972 0.0012886235001155887 0.000951852087295931 -0.00011487159738497691 0.0012707018651035656 0.0016014773869606886 0.0016267521058667628 0.0015104498370773051 0.002062237077466964 0.0018529951633417983 0.0013386267755364325 0.0018385790163729572 0.0018324833501382751 0.0013060332494208759 0.0014591094438477755 0.0017288344562772515 0.0019867228566691941 0.0016345779497488546 0.00072361403752742586
leaf_weight=83 60 96 69 60 72 54 60 65 75 52 52 53 59 69 95 278 66 53 201 60 56 65 68 75 179 63 72 53
leaf_count=83 60 96 69 60 72 54 60 65 75 52 52 53 59 69 95 278 66 53 201 60 56 65 68 75 179 63 72 53
internal_value=0 0.0007284 0.000445309 0.00166263 0.00157184 0.00133654 0.0017727 0.00102842 0.00156837 0.00127133 0.00173021 0.00058118 0.000405276 0.00165952 0.00169167 0.00169927 0.00172295 0.00181651 0.00177239 0.00148553 0.00163431 0.0016064 0.00156382 0.0016208 0.00167015 0.00184565 0.00178369 0.000838065
internal_weight=0 502 330 1861 1020 277 841 119 158 172 781 261 155 743 721 674 669 349 296 112 467 411 346 320 245 207 144 106
internal_count=2363 502 330 1861 1020 277 841 119 158 172 781 261 155 743 721 674 669 349 296 112 467 411 346 320 245 207 144 106
is_linear=0
shrinkage=0.0032998


Tree=4015
num_leaves=27
num_cat=0
split_feature=1 1 3 14 2 4 3 4 39 3 1 1 3 2 150 2 4 2 4 3 4 4 16 474 4 3
split_gain=44.1632 8.08273 4.72664 3.82273 2.54634 2.54249 2.34301 1.16575 1.10045 1.04597 0.7406 0.649532 0.532908 0.771122 0.51694 0.411821 0.978133 0.426082 0.411018 0.29966 0.247288 0.490832 0.420246 0.224627 0.216234 0.0685487
threshold=0.10538500000000002 0.13075500000000004 -0.029309999999999996 0.054835000000000009 0.092155000000000015 0.26171000000000005 0.30112000000000005 0.45363500000000007 0.081875000000000017 -0.14162499999999997 0.085265000000000021 0.089710000000000026 -0.0047649999999999993 0.11517500000000001 1.0000000180025095e-35 0.083935000000000023 -0.085474999999999982 0.085145000000000012 -0.077889999999999987 -0.079379999999999992 -0.081214999999999996 -0.077679999999999985 -0.042349999999999992 0.084880000000000011 0.043850000000000007 -0.08632999999999999
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=3 2 5 4 10 -2 7 -3 9 -6 15 18 -4 -14 20 16 -1 25 -11 23 -12 -22 -23 -19 -20 -17
right_child=1 6 12 -5 8 -7 -8 -9 -10 11 14 -13 13 -15 -16 17 -18 19 24 -21 21 22 -24 -25 -26 -27
leaf_value=0.0017915970708368715 0.0014805657811900479 0.00051823893510730926 0.00011190610239805126 0.0022812879944489281 0.0018177234103520189 0.00058414123596643437 -0.00063056258993845441 -0.00014975078294611203 0.00093916196664428902 0.0011248862169919366 0.0017350165634126202 0.0010207628381654508 0.00077318875883734958 0.00022138368780231095 0.0012249825311751851 0.001782549333730442 0.0011743451990503103 0.0016024567195022255 0.0014954449847154104 0.0018537370389884165 0.0012172964293436105 0.0017336126810762018 0.0014332570354037939 0.001816853560772682 0.0013296672598329586 0.0019438283238964924
leaf_weight=58 103 54 55 77 60 52 62 60 62 54 68 57 58 53 63 59 55 390 247 82 52 101 107 65 140 79
leaf_count=58 103 54 55 77 60 52 62 60 62 54 68 57 58 53 63 59 55 390 247 82 52 101 107 65 140 79
internal_value=0 0.000453959 0.000765569 0.00156036 0.00152949 0.00118006 -0.000114176 0.000166356 0.00135794 0.00140441 0.00161967 0.00135454 0.000378335 0.000510032 0.0015014 0.00167831 0.00149148 0.00170953 0.0013976 0.00166691 0.00155439 0.00150701 0.00157927 0.00163316 0.00143556 0.00187513
internal_weight=0 497 321 1876 1799 155 176 114 620 558 1179 498 166 111 391 788 113 675 441 537 328 260 208 455 387 138
internal_count=2373 497 321 1876 1799 155 176 114 620 558 1179 498 166 111 391 788 113 675 441 537 328 260 208 455 387 138
is_linear=0
shrinkage=0.0032998


Tree=4016
num_leaves=19
num_cat=0
split_feature=1 3 4 1 40 3 14 2 43 3 12 4 2 1 484 4 16 13
split_gain=23.5656 6.81875 3.35219 3.1382 2.21075 1.49905 1.76266 1.37102 1.16584 1.32052 1.10914 1.00017 0.718705 1.09881 0.504611 0.441554 0.218822 0.200803
threshold=0.10538500000000002 -0.052614999999999995 0.30163500000000004 0.14641500000000005 -0.079639999999999975 0.10323000000000002 0.054835000000000009 -0.0050599999999999994 -0.024279999999999996 0.13772500000000001 0.099815000000000015 -0.46376499999999993 0.087675000000000017 0.081315000000000012 0.085815000000000016 -0.013324999999999998 0.0023100000000000004 -0.024504999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 15 7 -1 6 10 -3 -9 -10 11 -6 14 -14 -13 -2 17 -12
right_child=1 3 -4 -5 5 -7 -8 8 9 -11 16 12 13 -15 -16 -17 -18 -19
leaf_value=0.0011213768136894035 0.0020312704060506787 0.00034315520375703706 0.00086276670253458037 -7.2688744247195566e-06 0.0021590997871636492 0.001250467428726872 0.0022817487575058602 0.00057133665614993092 0.0014371561163406012 0.00079388359192910794 0.0017678490544614594 0.0018606333169165518 0.0017257441079675394 0.001245934824717603 0.001572507638309366 0.0016016858646919205 0.001366947805398339 0.0015126596620833131
leaf_weight=62 54 55 64 64 75 62 72 67 67 73 54 700 552 58 75 53 64 102
leaf_count=62 54 55 64 64 75 62 72 67 67 73 54 700 552 58 75 53 64 102
internal_value=0 0.000927368 0.0014612 0.000647243 0.00173567 0.00175665 0.00177454 0.000807259 0.000930401 0.00110199 0.00175278 0.00178584 0.0017656 0.00168018 0.0018328 0.00181881 0.00153323 0.00160122
internal_weight=0 497 171 326 1876 1814 1752 262 207 140 1680 1460 1385 610 775 107 220 156
internal_count=2373 497 171 326 1876 1814 1752 262 207 140 1680 1460 1385 610 775 107 220 156
is_linear=0
shrinkage=0.0032998


Tree=4017
num_leaves=25
num_cat=0
split_feature=4 3 43 3 14 3 12 4 160 160 13 12 0 133 43 43 4 159 133 42 42 43 0 0
split_gain=30.1142 10.1174 3.42528 4.08065 2.67574 2.0699 1.34269 1.32494 1.30071 0.752252 0.634398 0.661667 0.562204 0.556234 0.493399 0.485725 0.484218 0.555178 0.465038 0.404355 0.315496 0.456974 0.307344 0.26139
threshold=0.30163500000000004 -0.057369999999999997 -0.031974999999999996 0.11372500000000001 0.076175000000000007 0.13772500000000001 -0.08947999999999999 0.032965000000000001 -1.0000000180025095e-35 -0.014124999999999999 -0.086254999999999984 0.084475000000000008 -0.077639999999999987 -0.0082649999999999998 -0.072864999999999985 0.0045450000000000013 -0.081189999999999984 0.042925000000000005 0.082410000000000011 0.087005000000000013 0.084175000000000014 -0.023454999999999997 -0.095104999999999981 -0.14454499999999995
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 4 6 9 7 8 -3 10 -2 -4 15 18 23 -9 -10 20 19 -18 -12 -13 -1 -22 -15 -11
right_child=5 2 3 -5 -6 -7 -8 13 14 12 11 16 -14 22 -16 -17 17 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0025582007357855636 0.0014237314348178312 0.0015694755789505096 0.0023381603718867086 0.0012452418851478329 0.0028824169303774956 0.00031054944979034817 0.00094077563091054313 0.002182635121924108 0.00057399169677199095 0.0018977265685620149 0.0016642168970852206 0.0022195736314647926 0.001639207988886954 0.001590355453993196 0.0009880952716603492 0.0020341965138040642 0.0020805221900886566 0.0024037468413792736 0.0021112876581089422 0.0025381696858623524 0.0020457478583438245 0.0024373962737135072 0.0019036974280580638 0.0022306412572041514
leaf_weight=80 57 65 70 98 55 62 87 54 52 55 52 296 52 56 81 54 583 66 52 53 53 91 96 53
leaf_count=80 57 65 70 98 55 62 87 54 52 55 52 296 52 56 81 54 583 66 52 53 53 91 96 53
internal_value=0 0.00204172 0.00162004 0.00181001 0.00216504 0.000834904 0.00120986 0.00214014 0.00100582 0.0020505 0.00217716 0.00214121 0.00192443 0.00189198 0.000826455 0.00231955 0.00216755 0.00211345 0.00188809 0.00226806 0.00238819 0.00229349 0.00178849 0.00206143
internal_weight=0 2121 480 328 1641 252 152 1586 190 230 1380 1102 160 206 133 278 998 649 104 349 224 144 152 108
internal_count=2373 2121 480 328 1641 252 152 1586 190 230 1380 1102 160 206 133 278 998 649 104 349 224 144 152 108
is_linear=0
shrinkage=0.0032998


Tree=4018
num_leaves=20
num_cat=0
split_feature=1 3 4 1 123 3 11 11 4 0 0 51 1 0 0 40 0 1 42
split_gain=62.6383 11.2979 6.34438 4.80712 4.58786 2.2526 1.89918 1.81096 1.49411 1.18063 1.07894 1.00288 0.937925 0.813557 0.553074 0.495143 0.416287 0.396997 0.0686816
threshold=0.10538500000000002 -0.052614999999999995 0.30163500000000004 0.14516000000000004 1.0000000180025095e-35 0.10323000000000002 1.0000000180025095e-35 0.085155000000000022 0.043850000000000007 0.048655000000000011 -0.11471499999999998 -0.031729999999999994 0.11695500000000002 -0.085669999999999982 -0.10946999999999998 -0.026419999999999996 -0.14712999999999996 0.11570500000000002 0.082115000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 17 12 5 6 8 -8 9 10 -1 -10 16 -12 -13 -14 -3 -2 -16
right_child=1 3 -4 -5 -6 -7 7 -9 11 -11 13 14 15 -15 18 -17 -18 -19 -20
leaf_value=0.0016414247220037307 0.0020501946999375693 0.0005355239610116291 0.00053410707917363382 -0.00044309701089224548 0.0011510949060250858 0.001383271879509507 0.0027708886464611619 0.0019745802216725623 0.001368628070413437 0.0015643088674884016 0.0022070320467148423 0.0021349053775471974 0.00012815712943861892 0.0020299492255827418 0.0016470320041300131 0.00052501211640449796 0.00093338529469632237 0.0016421724464552264 0.0018291209072743551
leaf_weight=62 54 56 64 72 69 59 73 55 55 53 434 62 65 849 53 73 60 53 52
leaf_count=62 54 56 64 72 69 59 73 55 55 53 434 62 65 849 53 73 60 53 52
internal_value=0 0.000669719 0.00135672 0.000309252 0.00198737 0.00201928 0.00204073 0.002429 0.00201003 0.00205012 0.00206923 0.00175744 0.000522655 0.00208988 0.00188528 0.000338343 0.000741618 0.00184842 0.00173754
internal_weight=0 497 171 326 1876 1807 1748 128 1620 1398 1345 222 254 1283 167 138 116 107 105
internal_count=2373 497 171 326 1876 1807 1748 128 1620 1398 1345 222 254 1283 167 138 116 107 105
is_linear=0
shrinkage=0.0032998


Tree=4019
num_leaves=21
num_cat=0
split_feature=1 3 2 40 2 15 14 2 3 2 0 3 0 483 15 12 1 3 0 12
split_gain=33.429 6.32744 3.70581 2.97843 2.30596 2.29284 1.69204 1.36861 1.55155 1.24903 0.860366 0.743568 0.586736 0.398693 0.440346 1.07701 0.469448 0.344708 0.232191 0.512341
threshold=0.10538500000000002 -0.049204999999999992 0.14983000000000005 -0.079639999999999975 -0.0050599999999999994 -0.18708499999999997 0.054835000000000009 0.10912000000000001 0.10703500000000001 0.092120000000000021 -0.10566999999999999 -0.14162499999999997 -0.030209999999999997 0.095790000000000014 -0.021179999999999997 0.089300000000000004 0.090905000000000014 -0.08292999999999999 -0.099329999999999988 0.090535000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 -1 -3 -2 9 -6 -9 10 -5 -11 18 14 15 -12 -16 -7 -13 -20
right_child=1 2 -4 6 7 17 -8 8 -10 11 13 12 -14 -15 16 -17 -18 -19 19 -21
leaf_value=0.00078104419373325172 0.00046475190909029817 -9.8609115898682311e-05 -0.00049001741751674691 0.0012411574673401927 0.0010538075896039357 0.0010934460800665802 0.0020113115957803708 -1.0581038771845258e-05 0.0007019226228915786 0.0017169081890546349 0.0016162520797423827 0.0012315370999229013 0.0010315332854220929 0.0013008488749502777 0.0016771149960932749 0.0011475255328626086 0.0014410471295811381 0.0014514137257456464 0.0016482438995239124 0.0013465103735068908
leaf_weight=62 53 68 59 86 54 55 73 53 89 62 191 102 63 52 637 75 110 66 80 283
leaf_count=62 53 68 59 86 54 55 73 53 89 62 191 102 63 52 637 75 110 66 80 283
internal_value=0 0.000530784 0.000257365 0.00149341 0.000424528 0.00103813 0.00151774 0.000606204 0.00043574 0.00149702 0.00156053 0.00137308 0.00133263 0.00158628 0.0016009 0.00148422 0.0016424 0.00128899 0.00137335 0.00141311
internal_weight=0 497 323 1876 264 174 1814 196 142 1741 1151 590 528 1065 1013 266 747 121 465 363
internal_count=2373 497 323 1876 264 174 1814 196 142 1741 1151 590 528 1065 1013 266 747 121 465 363
is_linear=0
shrinkage=0.0032998


Tree=4020
num_leaves=14
num_cat=0
split_feature=15 3 39 147 43 43 48 13 11 3 11 130 40
split_gain=19.8546 9.937 7.41063 2.16323 2.02621 1.49463 1.31597 1.37401 1.27411 2.45962 1.24541 0.933326 0.62268
threshold=-0.37478999999999996 0.20828500000000003 0.081875000000000017 0.089365000000000014 -0.049914999999999994 -0.067359999999999989 0.093265000000000015 -0.0068799999999999998 1.0000000180025095e-35 -0.11756999999999999 0.085630000000000026 -0.082104999999999984 -0.08416499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 12 8 -8 9 -2 -10 -11 -4
right_child=1 -3 5 -5 -6 -7 7 -9 10 11 -12 -13 -14
leaf_value=-0.00011137031183774375 0.000942256130741792 0.00022707599698940992 0.00042786930444144394 0.00092581407954379533 0.00060853992284030651 0.0013549935272367619 0.0015820121381460732 0.0010009222718763895 0.0022911598395387901 0.0011961433447552677 0.0016287428019091704 0.0016253143845727307 0.00088089862036164527
leaf_weight=74 63 69 56 57 100 52 95 84 57 58 69 1465 82
leaf_count=74 63 69 56 57 100 52 95 84 57 58 69 1465 82
internal_value=0 0.0014602 0.00149998 0.00156067 0.000302169 0.000877497 0.00157979 0.00130952 0.00160803 0.00158253 0.00192869 0.00160899 0.000697316
internal_weight=0 2207 2138 1948 174 190 1891 179 1712 1586 126 1523 138
internal_count=2381 2207 2138 1948 174 190 1891 179 1712 1586 126 1523 138
is_linear=0
shrinkage=0.0032998


Tree=4021
num_leaves=21
num_cat=0
split_feature=1 52 2 12 39 14 2 150 1 2 14 49 12 50 150 0 1 12 3 50
split_gain=38.6607 9.39117 4.81628 4.52312 3.44125 2.67877 1.63644 1.72554 1.35617 1.15044 1.01304 1.06776 0.813977 0.672166 0.827963 0.773425 0.646464 1.00049 0.572405 0.253807
threshold=0.10538500000000002 -0.26738999999999996 0.14870000000000003 0.089605000000000018 0.081875000000000017 0.054835000000000009 0.090000000000000011 0.081245000000000026 0.092655000000000015 0.12358500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082514999999999991 0.10861000000000003 0.087380000000000013 -0.086224999999999982 0.097195000000000017 0.083785000000000012 -0.080669999999999978 0.081075000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 5 6 13 9 -6 16 -3 -12 -13 14 15 19 17 -8 -17 -1
right_child=1 2 -4 -5 8 -7 7 -9 -10 -11 11 12 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.0024106374873173564 0.0023681592462975261 0.0012980247348689199 0.00023592803754993652 0.0017781830014381936 0.0019785297159349343 0.0028452757900072536 0.0017439179418020292 0.0015182351389828373 0.0012361572823281915 0.0016517737961481878 0.0011021596837060203 0.00092736625853463933 0.00038959609045811271 0.002002911159357859 0.0019669141746502116 0.0021762905680881659 0.0025130856218669138 0.0021784727459798958 0.0024319155486275511 0.0026555170387238636
leaf_weight=288 61 64 77 92 54 71 67 58 54 54 88 55 70 92 75 355 52 460 135 59
leaf_count=288 61 64 77 92 54 71 67 58 54 54 88 55 70 92 75 355 52 460 135 59
internal_value=0 0.00115339 0.000987166 0.00114383 0.00218066 0.00221568 0.00218929 0.00206514 0.00160767 0.0021152 0.000933019 0.00082318 0.000626497 0.00227469 0.00230207 0.00233206 0.00215836 0.00212329 0.00224679 0.00245238
internal_weight=0 507 446 369 1874 1766 1695 691 108 633 277 213 125 1004 912 837 579 527 490 347
internal_count=2381 507 446 369 1874 1766 1695 691 108 633 277 213 125 1004 912 837 579 527 490 347
is_linear=0
shrinkage=0.0032998


Tree=4022
num_leaves=21
num_cat=0
split_feature=1 1 16 39 147 1 50 16 4 14 13 15 51 4 4 13 403 4 1 13
split_gain=38.6853 7.00861 5.89703 3.34885 1.73187 1.5965 1.53563 1.18238 1.84985 1.11588 0.924317 0.904307 0.884547 1.20882 0.855694 0.66 0.629551 0.579816 0.441046 0.383306
threshold=0.10538500000000002 0.13554500000000003 0.23993500000000004 0.0041750000000000008 0.087350000000000025 0.092655000000000015 0.041865000000000006 -0.0096099999999999988 0.41488500000000006 0.054835000000000009 -0.08533499999999998 -0.12291999999999999 0.07955000000000001 -0.47860499999999995 0.053010000000000009 -0.0021749999999999994 -0.0051499999999999992 -0.017574999999999997 0.11249000000000002 -0.052454999999999995
decision_type=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 4 9 -5 7 8 18 10 14 -12 13 -13 16 -14 -1 -18 -2 -3
right_child=1 19 -4 5 -6 -7 -8 -9 -10 -11 11 12 15 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0026884749355696853 0.001708221368910641 0.00039003424918607524 0.0022465425650538503 0.0020286407808618842 0.0016449224902998936 0.0012272607592328383 0.0016749115838964248 0.00070216405915035543 0.00078116043659257886 0.002661353201013893 0.0025345037965354539 0.0026327320937344144 0.0021445226168506069 0.0021680817612868522 0.0019992487114397933 0.001712586475144345 0.0021836746701987416 0.0025012285803818778 0.0012758133102635987 0.00074128720259612464
leaf_weight=82 53 81 73 55 54 54 59 66 64 69 77 66 79 943 59 78 121 137 52 59
leaf_count=82 53 81 73 55 54 54 59 66 64 69 77 66 79 943 59 78 121 137 52 59
internal_value=0 0.00116688 0.00140656 0.00219448 0.0022292 0.00163195 0.00119788 0.00107796 0.00122451 0.00224762 0.00223021 0.00218549 0.00216241 0.00219851 0.00236945 0.00193015 0.00243358 0.00235243 0.00149441 0.000538314
internal_weight=0 507 367 1874 1765 109 294 235 169 1711 1642 1243 1166 1009 399 157 340 258 105 140
internal_count=2381 507 367 1874 1765 109 294 235 169 1711 1642 1243 1166 1009 399 157 340 258 105 140
is_linear=0
shrinkage=0.0032998


Tree=4023
num_leaves=27
num_cat=0
split_feature=1 52 3 2 39 1 2 2 52 1 2 3 1 2 4 1446 484 3 52 1 1210 2 474 15 133 13
split_gain=34.5285 7.98463 3.73072 3.53106 3.47712 2.01683 1.87042 1.78915 1.08578 1.37789 1.41941 1.05785 1.1863 0.82368 0.763729 0.662513 0.640705 0.586648 0.509831 0.744366 0.41214 0.476541 0.970869 0.354377 0.328065 0.187215
threshold=0.10538500000000002 -0.26738999999999996 -0.055839999999999994 0.10575500000000002 0.0041750000000000008 0.092655000000000015 0.14870000000000003 0.090000000000000011 -0.53454499999999994 0.089710000000000026 0.11366500000000002 0.077930000000000013 0.12719000000000003 0.078405000000000016 0.0017200000000000002 0.08376500000000002 0.086430000000000021 0.30112000000000005 0.033770000000000008 0.090785000000000018 -0.079504999999999978 0.085730000000000015 0.083685000000000023 0.093505000000000019 -0.0068049999999999994 -0.049414999999999994
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=4 -2 3 -3 7 -6 11 13 -9 10 16 12 -4 14 18 20 23 -13 19 25 -15 24 -23 -10 -22 -1
right_child=1 2 6 -5 5 -7 -8 8 9 -11 -12 17 -14 15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27
leaf_value=0.002798668818259391 0.0025660969024852405 0.0022680362789725566 0.0012811603518276195 0.0011652665815998174 0.0022891189273910374 0.0013887148597814712 0.00060514987888584326 0.002690902165628496 0.0022914219047046442 0.0018162338452756444 0.0019707677521042175 0.0016529095249946844 0.00063426017725837181 0.0023702733443754726 0.0020334223561775519 0.0023346898648554464 0.0027252433445062551 0.0011900462151981238 0.0021833899140424489 0.0023088171253737308 0.0026703421190624674 0.0024902557962966591 0.0029190184073540001 0.0025059337693423274 0.0029278011753752992 0.0025490323287044236
leaf_weight=81 61 70 77 58 55 54 66 79 281 64 100 69 52 57 52 89 61 54 56 95 124 254 76 127 105 64
leaf_count=81 61 70 77 58 55 54 66 79 281 64 100 69 52 57 52 89 61 54 56 95 124 254 76 127 105 64
internal_value=0 0.00144578 0.00129247 0.00176862 0.00241664 0.00184337 0.00110071 0.00245203 0.00232367 0.00227779 0.00232964 0.00123036 0.00102067 0.00253878 0.00240608 0.00260423 0.00240608 0.00144999 0.00247143 0.00253849 0.00264311 0.00267087 0.00258911 0.00235828 0.00278854 0.00268873
internal_weight=0 507 446 128 1874 109 318 1765 712 633 569 252 129 1053 348 705 469 123 296 240 616 559 330 408 229 145
internal_count=2381 507 446 128 1874 109 318 1765 712 633 569 252 129 1053 348 705 469 123 296 240 616 559 330 408 229 145
is_linear=0
shrinkage=0.0032998


Tree=4024
num_leaves=26
num_cat=0
split_feature=1 52 2 12 12 2 1 2 16 12 52 2 457 1 159 133 52 130 1 1 12 481 16 0 43
split_gain=55.1284 12.7256 6.05682 5.28761 4.72085 3.28646 1.88626 1.65031 1.48961 1.33312 1.31349 1.39553 1.28716 1.03227 1.07508 1.03805 0.704738 0.565657 0.718396 1.17391 0.641572 0.568765 0.478973 0.346872 0.653114
threshold=0.10538500000000002 -0.29521499999999995 0.14870000000000003 -0.029844999999999997 0.089605000000000018 0.090000000000000011 0.092655000000000015 0.12358500000000001 -0.5103049999999999 0.09141500000000001 0.060365000000000009 -1.0000000180025095e-35 0.0033050000000000002 0.097195000000000017 0.082585000000000006 0.071360000000000021 -0.065699999999999981 0.087380000000000013 0.085425000000000015 0.073870000000000005 0.082530000000000006 -0.084329999999999988 -0.040484999999999993 -0.07385499999999999 -0.06656999999999999
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 4 6 8 9 -1 12 -3 17 11 -10 13 14 15 -7 -13 18 19 21 -20 -5 -22 24 -11
right_child=1 2 -4 5 -6 7 -8 -9 10 23 -12 16 -14 -15 -16 -17 -18 -19 20 -21 22 -23 -24 -25 -26
leaf_value=0.0024512860072798642 0.0029309499621594888 0.0017545423087130018 0.00046920619046577012 0.0026435555072208718 0.0021356357850531187 0.002431863280311055 0.0015988769121036237 0.0020484474710962689 0.00055401924867875337 0.0029361655971649457 0.0015639968764274781 0.00095067839102656339 0.0021453731221885014 0.0031334951225137375 0.0030197651581887397 0.0027438501410486193 0.0014871110085142194 0.0026119778800086954 0.0024818345229756307 0.0034245849626896624 0.0030532975813362326 0.0030137999601718216 0.002663287493877748 0.002415798493888322 0.0025068125277093842
leaf_weight=59 60 56 77 52 92 235 55 55 53 84 61 56 52 53 74 237 52 52 52 74 98 459 56 52 75
leaf_count=59 60 56 77 52 92 235 55 55 53 84 61 56 52 53 74 237 52 52 52 74 98 459 56 52 75
internal_value=0 0.00150355 0.00131187 0.00273022 0.00148714 0.00277489 0.00204035 0.00260017 0.00127241 0.00289189 0.00115063 0.000993797 0.00264673 0.00269019 0.00264709 0.00258859 0.00120929 0.00295098 0.00297322 0.00303297 0.00280336 0.00297619 0.0029117 0.00265564 0.00273386
internal_weight=0 507 447 1874 370 1760 114 706 278 1054 222 161 651 599 546 472 108 843 791 585 206 511 154 211 159
internal_count=2381 507 447 1874 370 1760 114 706 278 1054 222 161 651 599 546 472 108 843 791 585 206 511 154 211 159
is_linear=0
shrinkage=0.0032998


Tree=4025
num_leaves=18
num_cat=0
split_feature=2 10 0 2 10 49 49 3 16 16 52 42 4 16 3 156 16
split_gain=2.70834 2.10255 1.00825 0.578024 0.526743 0.497096 0.796635 0.37379 0.361721 0.353217 0.38796 0.326907 0.756245 0.465992 0.465292 0.453134 0.24563
threshold=0.13538500000000001 1.0000000180025095e-35 0.12445000000000002 0.091895000000000018 -1.0000000180025095e-35 -0.0055299999999999993 -0.072214999999999988 -0.038414999999999998 -0.13895999999999997 0.16984500000000002 -0.025904999999999994 0.079170000000000004 0.058330000000000007 -0.12029499999999999 -0.078869999999999982 0.084715000000000013 -0.015159999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 9 -2 10 -6 13 14 -7 -13 -15 -9
right_child=8 -3 -4 5 7 11 -8 16 -10 -11 -12 12 -14 15 -16 -17 -18
leaf_value=0.010610582586442752 0.0092431784096827022 -0.0087541879640675516 0.044829666764238871 0.02103218452433174 0.032319471008315857 0.029563543269832768 -0.0033236498015935048 0.026956115700497368 -0.0065299492150762582 0.013956459230365295 0.023652419848826631 0.044476280837763588 0.0098409088635030145 0.0097478843441811697 0.025438357081040169 0.026566958001658942 0.042677987328205061
leaf_weight=75 70 61 58 83 177 68 70 61 100 88 884 53 64 189 119 60 54
leaf_count=75 70 61 58 83 177 68 70 61 100 88 884 53 64 189 119 60 54
internal_value=0 0.0220249 0.0229186 0.0222963 0.0243549 0.0183894 0.00987725 0.025169 -2.45637e-05 0.0242481 0.0251 0.0207412 0.0254992 0.0171933 0.0313151 0.0138079 0.0343542
internal_weight=0 2164 2103 2045 1339 706 153 1264 170 1149 1061 553 236 317 172 249 115
internal_count=2334 2164 2103 2045 1339 706 153 1264 170 1149 1061 553 236 317 172 249 115
is_linear=0
shrinkage=0.16829


Tree=4026
num_leaves=26
num_cat=0
split_feature=3 2 2 2 2 16 0 0 52 3 0 0 15 13 159 3 16 13 15 15 15 16 3 11 3
split_gain=27.4101 9.25194 6.57579 4.56808 3.43647 1.7792 1.56965 1.34356 1.3025 1.20708 0.98515 0.86348 0.85822 1.58708 0.74425 0.625325 0.536416 0.531202 0.414105 0.31411 0.408067 0.313454 0.220562 0.157452 0.124917
threshold=-0.055839999999999994 0.13443000000000002 -1.0000000180025095e-35 0.10272000000000002 0.11366500000000002 -0.042349999999999992 -0.14822499999999997 -0.12324999999999998 0.0029250000000000005 -0.10919499999999999 -0.17106499999999999 -0.093384999999999982 -0.035449999999999988 -0.0024349999999999992 0.078675000000000009 -0.12595999999999999 -0.080029999999999976 -0.061199999999999991 0.091230000000000019 -0.008094999999999998 0.090930000000000011 -0.0073349999999999986 -0.082284999999999983 0.080705000000000013 -0.080634999999999984
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=4 2 -2 5 6 -4 -1 10 -3 -6 -5 -7 13 14 17 23 18 22 24 21 -21 -18 -8 -14 -17
right_child=1 8 3 7 9 11 12 -9 -10 -11 -12 -13 15 -15 -16 16 19 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.002417478593512054 0.00048136513438617822 1.8650472260507145e-05 0.0014069927538534494 0.001156857014479104 0.00092045402026751598 0.0023277853061662267 0.0019590801825937797 0.0014474586744256523 0.00065422197987085847 0.0015644813026894355 0.00056363066742957143 0.0017513837893784797 0.0019969810461240751 0.0013418274296928387 0.0021022640711567159 0.0019640823624672947 0.0017937287301002223 0.0014379257393048882 0.0016828512059120506 0.0016148631940594599 0.0018311379665498684 0.0021263648985418689 0.001736163107461665 0.002252054643052686 0.0021432485808253699
leaf_weight=52 103 87 88 58 55 56 73 60 59 76 65 59 61 99 78 283 79 54 56 168 233 54 168 54 56
leaf_count=52 103 87 88 58 55 56 73 60 59 76 65 59 61 99 78 283 79 54 56 168 233 54 168 54 56
internal_value=0 0.00100499 0.00122265 0.00142036 0.00180869 0.00176145 0.00185163 0.00104181 0.000275732 0.00129436 0.00084365 0.00203237 0.0018322 0.00171461 0.00181345 0.00188533 0.00185661 0.00173697 0.00194979 0.00178761 0.00174062 0.00192905 0.00180383 0.00211706 0.00199378
internal_weight=0 635 489 386 1699 203 1568 183 146 131 123 115 1516 472 373 1044 929 295 395 534 401 133 241 115 339
internal_count=2334 635 489 386 1699 203 1568 183 146 131 123 115 1516 472 373 1044 929 295 395 534 401 133 241 115 339
is_linear=0
shrinkage=0.0032998


Tree=4027
num_leaves=19
num_cat=0
split_feature=4 52 48 49 48 12 16 132 48 4 1212 12 43 12 52 12 131 4
split_gain=1.97002 0.764326 0.736519 0.612757 0.716721 0.450649 0.477232 0.634993 0.439298 0.430412 0.39467 0.392184 0.38469 0.485318 0.310514 0.190636 0.175636 0.138977
threshold=0.25472500000000003 0.044705000000000002 0.087695000000000009 -0.047749999999999994 0.094925000000000023 0.11930500000000001 -0.15796999999999997 0.082230000000000011 0.094535000000000022 -0.085629999999999984 0.11137000000000001 -0.083994999999999986 -0.085594999999999991 0.085905000000000023 0.50618500000000011 0.077755000000000005 0.093260000000000023 0.50113000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 5 4 -4 6 -1 9 -5 12 14 -2 -8 -14 -11 -10 -9 -13
right_child=1 -3 3 8 -6 -7 7 16 15 10 -12 17 13 -15 -16 -17 -18 -19
leaf_value=0.033800094402330713 -0.01236613417255635 0.018743787395233621 0.015181736986672531 0.0055137522849137283 -0.011776093847011058 0.0070066232118605994 0.037656745823571335 0.0017534669724098828 0.014136855960070268 0.021993046912694776 0.0061677093170556018 3.8376451878542831e-05 0.016728026836702731 0.032443909029265604 0.010578691258129224 0.026730025413614411 0.015010695792874881 0.010181587830572703
leaf_weight=89 55 85 59 60 53 61 81 52 52 1011 52 96 120 105 73 103 63 64
leaf_count=89 55 85 59 60 53 61 81 52 52 1011 52 96 120 105 73 103 63 64
internal_value=0 0.00523396 0.019851 0.0125208 0.00240887 0.0212541 0.021781 0.0210928 0.0177801 0.0220535 0.0205383 -9.87835e-05 0.0276724 0.0240701 0.021226 0.0225168 0.00903175 0.00410689
internal_weight=0 300 2034 327 112 1707 1646 1557 215 1442 1136 215 306 225 1084 155 115 160
internal_count=2334 300 2034 327 112 1707 1646 1557 215 1442 1136 215 306 225 1084 155 115 160
is_linear=0
shrinkage=0.16829


Tree=4028
num_leaves=18
num_cat=0
split_feature=1 3 1 159 16 483 159 1 131 40 157 16 16 12 3 16 158
split_gain=2.64303 0.819876 0.648194 0.50752 0.415417 0.372713 0.354216 0.361393 0.312408 0.248959 0.229748 0.300012 0.57985 0.376552 0.270465 0.195974 0.183418
threshold=0.10915500000000002 -0.055839999999999994 0.14699000000000004 0.082585000000000006 -0.065564999999999984 -1.0000000180025095e-35 0.08925000000000001 0.079020000000000021 0.11832500000000001 -0.072504999999999986 0.087580000000000005 0.21684500000000004 0.40410500000000005 -0.088294999999999985 -0.12595999999999999 0.052915000000000011 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 4 5 9 -1 -5 16 10 -3 11 13 -13 -7 -15 -2 -8
right_child=1 2 -4 6 -6 8 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18
leaf_value=0.026496568538115248 0.0076443733250511807 -0.0023056770983280843 -0.018843019763276774 0.035051104763665783 -0.0082131121005788853 0.0030874694001640324 0.033661384330667295 0.012003681033197856 0.0032008465628104621 0.012120658317333943 0.025264064090087218 -0.0038114900902474487 0.017271387490118036 0.02631799380608554 0.016546417368751305 0.021325459967729388 0.0199750306599508
leaf_weight=99 63 53 55 67 80 56 57 79 54 93 77 62 91 87 1148 57 56
leaf_count=99 63 53 55 67 80 56 57 79 54 93 77 62 91 87 1148 57 56
internal_value=0 0.00251111 -0.0024562 0.0175296 0.0015238 0.0164537 0.0244765 0.020777 0.0158213 0.0068714 0.0162682 0.0157873 0.00871626 0.0166239 0.0172362 0.0141579 0.0268947
internal_weight=0 401 281 1933 226 1674 259 192 1575 146 1521 1444 153 1291 1235 120 113
internal_count=2334 401 281 1933 226 1674 259 192 1575 146 1521 1444 153 1291 1235 120 113
is_linear=0
shrinkage=0.16829


Tree=4029
num_leaves=17
num_cat=0
split_feature=1 14 0 40 0 41 14 159 0 16 131 1447 160 15 157 16
split_gain=1.82866 0.702338 0.902115 0.501526 0.513239 0.486226 0.39126 0.309526 0.249479 0.288821 0.239064 0.234966 0.413756 0.234946 0.206464 0.13698
threshold=0.10915500000000002 -0.41790499999999997 -0.00077999999999999999 -0.066419999999999993 -0.14216999999999999 0.083975000000000008 0.062655000000000016 0.083310000000000009 -0.10803999999999998 0.034535000000000003 0.11832500000000001 -0.085804999999999979 -0.50660999999999989 -0.084629999999999997 0.11289000000000002 0.064610000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 10 -6 -10 11 -1 -13 -9 -14 -15
right_child=1 2 -4 4 8 -7 -8 13 9 -11 -12 12 14 15 -16 -17
leaf_value=0.0056137348296036527 0.020334886350621854 -0.0095643917313555839 -0.020850236433374986 -0.0074897756984108341 0.021054159827486433 -0.0011325630651069698 0.028102409216578091 0.027869491992950125 -0.0016077401385716536 0.014838284188212335 0.0028089124550217137 0.027115754233510567 0.013588921651230247 0.012070677382815007 0.024445458540860238 0.022679490465380658
leaf_weight=87 52 69 53 54 52 54 63 79 57 64 55 72 1326 86 52 59
leaf_count=87 52 69 53 54 52 54 63 79 57 64 55 72 1326 86 52 59
internal_value=0 0.00208776 -0.000625859 0.00298933 0.00681313 0.014581 0.0150335 0.0145791 0.011288 0.00707614 0.0137516 0.014142 0.0146524 0.0204529 0.0139999 0.0163998
internal_weight=0 401 349 296 227 1933 1879 1816 173 121 1592 1537 1450 224 1378 145
internal_count=2334 401 349 296 227 1933 1879 1816 173 121 1592 1537 1450 224 1378 145
is_linear=0
shrinkage=0.16829


Tree=4030
num_leaves=22
num_cat=0
split_feature=39 1 47 1 16 0 47 403 0 0 1213 401 0 133 16 15 133 40 133 12 47
split_gain=0.82971 0.635719 0.504544 0.617612 0.843924 1.16674 0.375565 0.337548 0.636951 0.328424 0.358022 0.487933 0.378847 0.290038 0.283447 0.273288 0.478343 0.239459 0.226874 0.214658 0.227399
threshold=0.10076500000000001 0.14262000000000002 0.081320000000000017 0.089625000000000024 -0.41863499999999992 -0.14097999999999997 0.09550500000000002 -0.059794999999999994 0.048285000000000008 -0.084044999999999995 -0.080279999999999976 0.080190000000000011 -0.049464999999999988 0.088175000000000017 -0.090394999999999989 -0.0061449999999999986 -0.014614999999999998 -0.050459999999999998 0.085605000000000014 0.081420000000000006 0.10813000000000002
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 2 3 9 -5 -6 -4 -7 -9 13 -11 12 -12 15 -15 18 -17 -2 -1 -8 -21
right_child=17 -3 6 4 5 7 19 8 -10 10 11 -13 -14 14 -16 16 -18 -19 -20 20 -22
leaf_value=0.010122182614772239 0.0037574039652393445 -0.0069123029491645624 0.027349377730711773 0.019615072290346543 -0.015228990426365364 0.018081599726629507 0.021468958432911845 -0.00011328179475263747 0.017352169853117737 0.00053791049671663685 0.010880838453173305 -0.003343539376187745 0.02242822278463175 -0.001661681227003712 0.014309561721376787 0.014026608605091731 0.028325042805007142 -0.012298917465547128 0.020948323801973846 0.0029536598326624116 0.016393289038881674
leaf_weight=202 53 54 86 102 84 62 76 226 80 100 440 57 99 52 79 144 124 52 76 65 80
leaf_count=202 53 54 86 102 84 62 76 226 80 100 440 57 99 52 79 144 124 52 76 65 80
internal_value=0 0.0111098 0.0115463 0.0105345 0.00578544 0.00266062 0.017891 0.006749 0.00444698 0.0124494 0.00987496 0.0114386 0.0130051 0.0150935 0.00795612 0.0168027 0.020649 -0.00417719 0.0130883 0.0142022 0.010381
internal_weight=0 2288 2234 1927 554 452 307 368 306 1373 696 596 539 677 131 546 268 105 278 221 145
internal_count=2393 2288 2234 1927 554 452 307 368 306 1373 696 596 539 677 131 546 268 105 278 221 145
is_linear=0
shrinkage=0.16829


Tree=4031
num_leaves=21
num_cat=0
split_feature=1 1 10 0 0 124 0 3 16 3 133 13 0 13 16 480 1 1 16 13
split_gain=14.3576 3.20764 2.90331 2.57121 1.42921 1.17243 1.12122 1.06312 0.743671 0.719077 0.600046 0.982137 0.512004 0.719522 0.443995 0.416923 0.349864 0.384235 0.335727 0.339201
threshold=0.11810000000000001 0.089625000000000024 -0.0069899999999999988 -0.12608499999999997 -0.14989499999999997 -1.0000000180025095e-35 0.076335000000000014 0.0025650000000000004 0.03851000000000001 -0.055389999999999988 0.022390000000000004 -0.068824999999999983 -0.08323499999999999 -0.076114999999999988 -0.073494999999999991 0.086995000000000017 0.094165000000000013 0.10335000000000001 -0.34140499999999996 -0.085409999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 7 -1 -5 8 -3 15 -4 -10 -12 -7 -14 -11 18 -15 -18 -6 -20
right_child=2 3 9 5 6 12 -8 -9 10 14 11 -13 13 16 -16 -17 17 -19 19 -21
leaf_value=0.0018612726942273808 -9.209802144653423e-05 0.00047479798059092226 0.0010573479604672627 0.00085881325133050918 0.0012819905882752987 0.0016011276962953932 0.00098359218891619859 0.001022642159435997 0.0014729566540534595 0.00078194161661720594 0.0013457729522374901 0.0007830677371208724 0.0010056299524500829 0.0011620005541438342 0.00043316569074700696 0.0012431879944808967 0.0016281724529447191 0.001315052907512044 0.001610364097350958 0.0014708035019472543
leaf_weight=85 58 65 57 60 78 76 62 96 99 89 92 54 72 59 73 80 81 95 272 690
leaf_count=85 58 65 57 60 78 76 62 96 99 89 92 54 72 59 73 80 81 95 272 690
internal_value=0 0.00136296 0.000563813 0.00115939 0.00144426 0.00128931 0.00141939 0.000801682 0.00143916 0.000737686 0.00127343 0.00113789 0.00135666 0.00129603 0.000624995 0.00147538 0.00138485 0.00145936 0.00149321 0.0015103
internal_weight=0 2116 277 604 1512 443 1427 161 1365 219 245 146 383 307 162 1120 235 176 1040 962
internal_count=2393 2116 277 604 1512 443 1427 161 1365 219 245 146 383 307 162 1120 235 176 1040 962
is_linear=0
shrinkage=0.0032998


Tree=4032
num_leaves=16
num_cat=0
split_feature=2 39 13 1 13 2 1 4 2 41 1 49 1186 47 4
split_gain=0.836813 0.571075 0.368256 0.362913 0.614261 0.441739 0.963103 0.643069 0.824049 0.408754 0.407577 0.602663 0.328177 0.249521 0.219251
threshold=0.16730000000000003 0.10076500000000001 0.26379000000000002 0.089625000000000024 -0.14819499999999997 0.090485000000000024 0.12608000000000003 -0.26545999999999997 0.11215000000000001 1.0000000180025095e-35 0.11646000000000002 -0.031119999999999998 0.021560000000000003 0.077555000000000013 -0.050564999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 7 -7 -9 12 11 -5 13 -6 -13
right_child=-2 -3 -4 5 9 6 -8 8 -10 -11 -12 14 -14 -15 -16
leaf_value=0.029781312365575675 -0.011325620616692938 -0.0030112115327771698 0.024458402421034267 0.029851206464878009 0.010411115178729866 0.011516796282077789 0.021035475930546478 -0.017848422370521831 0.0034934430919107353 -0.0033395093065138309 0.0014636558041429455 0.0056202723557556662 0.023893557873150402 0.018889499513170298 0.015620958864854227
leaf_weight=52 53 91 53 56 1169 79 67 95 111 53 96 128 60 108 122
leaf_count=52 53 91 53 56 1169 79 67 95 111 53 96 128 60 108 122
internal_value=0 0.0100433 0.0105723 0.0102363 0.0118027 0.00723832 0.00287833 -0.00138389 -0.00633996 0.0111288 0.0110515 0.0140536 0.0117037 0.0111296 0.0105078
internal_weight=0 2340 2249 2196 1442 754 352 285 206 1390 402 306 1337 1277 250
internal_count=2393 2340 2249 2196 1442 754 352 285 206 1390 402 306 1337 1277 250
is_linear=0
shrinkage=0.16829


Tree=4033
num_leaves=13
num_cat=0
split_feature=45 10 0 457 3 403 130 16 16 394 403 42
split_gain=0.458724 0.557563 0.422128 0.545045 0.337036 0.947149 0.423989 0.420934 0.547115 0.416241 0.272978 0.159866
threshold=1.0000000180025095e-35 -0.092019999999999977 -0.22607999999999998 0.095565000000000025 -0.09224499999999998 -0.019354999999999994 -0.082104999999999984 -0.07662999999999999 0.037060000000000003 -0.0088999999999999982 -0.072134999999999991 -0.027829999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -7 -9 11 -11 -8
right_child=-2 2 3 -5 6 7 9 8 -10 10 -12 -13
leaf_value=-0.0096045588121418928 0.023609847781512806 -0.0039136679787734737 -0.011257644912832638 0.024276252626777794 -0.0056115702025561114 0.016893560965120059 0.02614526595926334 -0.0075036720936437606 0.0098653007523065057 0.013124732102198042 0.007663533954099736 0.013095280528816675
leaf_weight=52 52 81 93 60 54 103 54 78 150 330 1232 54
leaf_count=52 52 81 93 60 54 103 54 78 150 330 1232 54
internal_value=0 0.00761133 0.00800321 0.00844119 0.00799803 0.00374007 0.0090442 0.00795935 0.0039154 0.00951917 0.00881846 0.0196369
internal_weight=0 2341 2289 2208 2148 424 1724 331 228 1670 1562 108
internal_count=2393 2341 2289 2208 2148 424 1724 331 228 1670 1562 108
is_linear=0
shrinkage=0.16829


Tree=4034
num_leaves=14
num_cat=0
split_feature=2 39 0 150 3 52 15 0 11 52 0 133 4
split_gain=0.547306 0.545879 0.386046 0.333577 0.524207 0.737531 1.07841 0.584154 0.709956 0.671082 0.650611 0.570137 0.370212
threshold=0.14870000000000003 0.10076500000000001 0.13134000000000004 0.10980500000000001 -0.0035149999999999995 0.12371000000000001 -0.11984499999999999 -0.060199999999999997 0.078065000000000009 -0.43387499999999996 -0.13314999999999996 0.085345000000000018 0.0047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 10 -9 -1 -11 -8
right_child=-2 -3 -4 -5 5 -7 12 9 -10 11 -12 -13 -14
leaf_value=-0.0075688185945109419 -0.0058185918951858774 -0.0061631549078380032 0.021458281386792195 -0.0024483430054315293 -0.0080267248604325835 0.032567433107453074 0.012204180298338993 0.010424665237445159 0.024807360150279106 -0.0164555281265506 0.007936294887122641 0.0049217626801992265 0.029298774777735296
leaf_weight=81 96 84 56 95 65 52 118 89 67 90 1390 58 52
leaf_count=81 96 84 56 95 65 52 118 89 67 90 1390 58 52
internal_value=0 0.00714109 0.0076469 0.0072875 0.00773691 0.0144153 0.010391 0.00665607 0.00785466 -0.00111454 0.00708129 -0.0080658 0.0174437
internal_weight=0 2297 2213 2157 2062 287 235 1775 1538 237 1471 148 170
internal_count=2393 2297 2213 2157 2062 287 235 1775 1538 237 1471 148 170
is_linear=0
shrinkage=0.16829


Tree=4035
num_leaves=14
num_cat=0
split_feature=2 10 14 1420 15 15 159 3 484 3 52 15 43
split_gain=0.755121 1.16448 0.42137 0.410928 0.302014 0.719271 0.920925 1.2921 0.442458 0.407633 0.385446 0.3831 0.193446
threshold=-0.045829999999999989 -1.0000000180025095e-35 0.076175000000000007 -0.080064999999999983 0.016500000000000004 -0.025694999999999999 0.10323000000000002 -0.048154999999999996 -0.081554999999999989 -0.13795999999999997 -0.0063349999999999995 -0.040804999999999994 -0.06656999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 7 -7 -6 -5 -10 -11 -12
right_child=1 2 -4 4 8 6 -8 -9 10 11 12 -13 -14
leaf_value=0.020411917501401811 -0.013437068915493698 0.019797682590125255 0.019776883567407415 -0.0077327976271734811 -0.0071974001890054012 -0.00021041301286777407 0.017107595825034225 -0.026646627624208857 0.022285653911776827 0.0060050208155750118 0.012246125022774886 0.020294197655793503 0.0060426963805475381
leaf_weight=98 90 57 62 57 52 200 53 71 56 812 198 57 516
leaf_count=98 90 57 62 57 52 200 53 71 56 812 198 57 516
internal_value=0 0.00531792 0.00608914 0.00568969 0.00530071 0.00365039 -0.00317065 -0.00714314 0.00780814 0.00603896 0.00882384 0.00694435 0.00776549
internal_weight=0 2281 2191 2129 2072 1250 324 271 822 926 770 869 714
internal_count=2379 2281 2191 2129 2072 1250 324 271 822 926 770 869 714
is_linear=0
shrinkage=0.16829


Tree=4036
num_leaves=14
num_cat=0
split_feature=4 41 15 51 1 1 1 15 16 0 160 51 51
split_gain=0.635421 0.509177 0.311931 0.309128 0.411255 0.977888 0.382542 0.630118 0.451341 0.280633 0.288168 0.238954 0.0686677
threshold=0.51400500000000016 0.082735000000000017 0.13393000000000002 -0.079404999999999989 0.13539000000000004 0.12072500000000001 0.085810000000000011 -0.077134999999999995 0.19578000000000004 -0.18901999999999997 -0.53447999999999996 -0.21268499999999999 -0.21268499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 9 7 -1 -8 -5 -11 -9 -10
right_child=-2 -3 -4 4 -6 -7 8 11 12 10 -12 -13 -14
leaf_value=0.021036212415364214 -0.0097948701304287795 0.019008305934581225 -0.0066696091962349787 0.016344053994458454 0.01912041129522939 -0.016952301283589065 -0.016448794649077409 -0.0069046588203376062 -0.0026214593050196801 -0.0052415564352139184 0.0064492335750510124 0.0059481624912921657 0.0060136764923904105
leaf_weight=56 80 76 63 78 68 52 62 72 52 62 1511 95 52
leaf_count=56 80 76 63 78 68 52 62 72 52 62 1511 95 52
internal_value=0 0.00545468 0.0049905 0.00533142 0.00627517 0.00576121 0.00103018 0.0055873 -0.0050809 0.00647768 0.0059873 0.000396068 0.00167883
internal_weight=0 2299 2223 2160 1771 1703 389 223 166 1651 1573 167 104
internal_count=2379 2299 2223 2160 1771 1703 389 223 166 1651 1573 167 104
is_linear=0
shrinkage=0.16829


Tree=4037
num_leaves=12
num_cat=0
split_feature=2 10 39 39 50 3 1209 1209 1447 50 1
split_gain=0.543661 0.733604 0.33945 0.28467 0.338926 0.53342 0.365825 0.313202 0.329603 0.252573 0.416648
threshold=-0.045829999999999989 -1.0000000180025095e-35 0.098905000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.096404999999999991 -1.0000000180025095e-35 0.091400000000000023 -0.085024999999999989 0.090515000000000012 0.090275000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 8 -8 -7 -11
right_child=1 2 -4 -5 5 9 7 -9 -10 10 -12
leaf_value=0.016388246119328598 -0.011304549440225627 0.015709283832578563 -0.0062242421864762473 0.013575922794431759 0.023685100455932539 0.015635283584366801 -0.0085050591359631042 -0.0091932775901971027 0.0035741017897220197 -0.00079439163846525178 0.011743470705037744
leaf_weight=98 90 62 85 96 56 65 67 62 1383 192 123
leaf_count=98 90 62 85 96 56 65 67 62 1383 192 123
internal_value=0 0.00358112 0.0041934 0.00461472 0.00418583 0.00834032 0.00303389 0.00251294 0.00301472 0.00607426 0.00409564
internal_weight=0 2281 2191 2106 2010 436 1574 1512 1450 380 315
internal_count=2379 2281 2191 2106 2010 436 1574 1512 1450 380 315
is_linear=0
shrinkage=0.16829


Tree=4038
num_leaves=13
num_cat=0
split_feature=9 151 3 0 484 484 3 1429 0 151 16 1
split_gain=0.726625 0.380127 0.375055 0.970734 0.483435 0.711819 0.594788 0.360596 0.308543 0.268162 0.258279 0.15105
threshold=-1.0000000180025095e-35 0.032230000000000009 0.10323000000000002 -0.074274999999999994 0.096480000000000024 0.12441000000000001 0.077930000000000013 0.086825000000000013 0.040035000000000008 -0.0033899999999999994 -0.28430999999999995 0.094610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 6 -6 7 8 10 -4 -2 -3
right_child=1 11 3 -5 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.01322470382263952 -0.0023216058830189757 0.0075752774071943937 -0.0033057419249282421 0.012858108180788388 -0.021032567660561569 0.005109295896623435 0.019106034521895084 0.017481539424333583 -0.0053160989066796359 -0.018830877847040035 0.0049733419798644778 0.020243516577430409
leaf_weight=72 151 56 56 67 52 68 79 56 100 73 1497 52
leaf_count=72 151 56 56 67 52 68 79 56 100 73 1497 52
internal_value=0 0.00393819 0.00345836 -0.00356267 0.00414628 -0.00620387 0.00480683 0.00417965 0.00375248 -0.0121052 0.00430384 0.0136914
internal_weight=0 2307 2199 196 2003 120 1883 1804 1748 129 1648 108
internal_count=2379 2307 2199 196 2003 120 1883 1804 1748 129 1648 108
is_linear=0
shrinkage=0.16829


Tree=4039
num_leaves=20
num_cat=0
split_feature=1 3 14 10 12 52 43 1 12 0 3 0 4 160 0 0 151 4 12
split_gain=55.9568 13.0045 5.55026 4.13443 3.41371 2.70142 1.89722 1.85838 1.79769 1.34083 1.31089 1.09907 0.907166 0.870478 0.619743 0.597611 0.388513 0.355255 0.299946
threshold=0.104035 -0.055389999999999988 0.054835000000000009 -1.0000000180025095e-35 0.054520000000000006 -0.40809499999999993 -0.074359999999999996 0.12394500000000001 0.11721500000000001 -0.052984999999999997 0.086245000000000016 -0.074274999999999994 0.053255000000000004 -0.53327999999999987 -0.083554999999999977 -0.14310999999999999 -0.088534999999999989 -0.26545999999999997 0.090715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 -3 6 -2 -1 15 12 -7 -8 -9 13 -6 16 -5 -15 -16 -14
right_child=1 3 -4 7 8 9 10 11 -10 -11 -12 -13 18 14 17 -17 -18 -19 -20
leaf_value=0.0009911222378962694 0.0019170322816879795 -0.00048494007492351764 0.0027671422028595341 0.00044865021795531578 0.0014536162227668282 0.0012880042579933653 0.0018673293220151013 -0.00019257948002710128 0.001253339054645331 0.00061362852905432039 0.001312526600349928 0.00041686397500798419 0.0017643338207564336 0.0017199175120488342 0.0020699437649046625 0.00087378906728866458 0.0019973789821912994 0.001793276071516617 0.0014648181116427394
leaf_weight=82 52 75 61 79 54 85 95 67 60 52 92 62 67 64 57 67 501 621 86
leaf_count=82 52 75 61 79 54 85 95 67 60 52 92 62 67 64 57 67 501 621 86
internal_value=0 0.000578367 0.00178742 0.000201599 0.00175381 0.0012759 0.00141075 0.000388964 0.0018149 0.00103229 0.00159457 0.000100058 0.00183811 0.00186662 0.00188454 0.000643989 0.00196601 0.00181659 0.00159621
internal_weight=0 539 1840 350 1779 189 269 275 1510 137 187 129 1450 1297 1243 146 565 678 153
internal_count=2379 539 1840 350 1779 189 269 275 1510 137 187 129 1450 1297 1243 146 565 678 153
is_linear=0
shrinkage=0.0032998


Tree=4040
num_leaves=25
num_cat=0
split_feature=4 12 13 51 12 4 0 0 0 4 15 4 51 42 12 0 0 4 42 403 403 51 1456 4
split_gain=21.8697 6.14522 4.87022 2.93412 2.02784 1.69519 2.49856 1.01145 0.982641 0.966139 0.84609 0.61443 0.575482 0.70623 0.497344 0.586405 0.475655 0.293906 0.378339 0.290393 0.2991 0.271304 0.311128 0.254868
threshold=0.36766000000000004 1.0000000180025095e-35 -0.28558999999999996 -0.096089999999999981 0.13032500000000005 -0.15618499999999999 -0.078964999999999994 -0.11796999999999999 -0.10803999999999998 -0.083584999999999979 -0.41971499999999995 0.51326500000000019 0.082075000000000009 0.085790000000000019 0.090465000000000004 -0.10891999999999999 -0.15385999999999997 -0.42305999999999994 -0.013204999999999998 -0.52017999999999986 -0.13252999999999998 0.082455000000000014 0.083690000000000014 -0.0084099999999999991
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 2 -1 -4 9 -5 7 16 -2 12 11 -10 13 17 15 -11 -7 -3 -19 -16 -21 22 -17 -22
right_child=8 4 3 5 -6 6 -8 -9 10 14 -12 -13 -14 -15 19 21 -18 18 -20 20 23 -23 -24 -25
leaf_value=-1.1515875323643799e-05 0.00052299827792138816 0.0017403987367070339 0.0016662659713660231 0.0014267244738899827 0.00073366061897945387 0.0010235546946441207 0.00018150918467402388 0.0013589610556258547 0.00052151088492670146 0.0010759405135431273 -0.00023625622631179028 2.301243447172059e-05 0.0012124769835595208 0.0019416319802424283 0.0010393515978821652 0.0013876411808973136 0.00062208576474000426 0.0015435058960946058 0.0012256191303252142 0.0015326838376820617 0.0013306456989083751 0.0016591058516102915 0.0016500364524410173 0.001170522144722141
leaf_weight=53 99 55 70 57 53 64 56 54 54 53 53 54 53 52 53 455 66 174 55 55 306 58 57 176
leaf_count=53 99 55 70 57 53 64 56 54 54 53 53 54 53 52 53 455 66 174 55 55 306 58 57 176
internal_value=0 0.0012796 0.000922872 0.00105791 0.0013701 0.000914403 0.00079258 0.000978367 0.000264211 0.00139114 0.000104861 0.000272588 0.00153488 0.00158563 0.00134501 0.00141057 0.000820003 0.00152032 0.00146731 0.00127573 0.00129899 0.00144163 0.00141692 0.00127225
internal_weight=0 2075 420 367 1655 297 240 184 260 1602 161 108 389 336 1213 623 130 284 229 590 537 570 512 482
internal_count=2335 2075 420 367 1655 297 240 184 260 1602 161 108 389 336 1213 623 130 284 229 590 537 570 512 482
is_linear=0
shrinkage=0.0032998


Tree=4041
num_leaves=18
num_cat=0
split_feature=4 3 39 14 16 4 3 3 3 0 13 0 0 42 2 16 403
split_gain=10.8465 3.91369 2.33536 2.05412 1.35231 1.07613 1.21307 1.04135 0.583852 1.15785 1.98117 0.558505 1.20784 0.458275 0.454438 0.34162 0.208322
threshold=0.36766000000000004 0.25468500000000005 0.085345000000000018 -0.42214499999999994 -0.44470499999999996 -0.083584999999999979 0.091170000000000015 -0.018739999999999996 0.06269000000000001 -0.077334999999999987 0.094590000000000021 -0.14822499999999997 -0.11912999999999999 0.085790000000000019 0.11366500000000002 -0.54057999999999995 -0.089609999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 15 8 11 -4 9 13 -11 -7 -13 16 -14 -5 -1
right_child=3 -3 7 4 -6 6 -8 -9 -10 10 -12 12 14 -15 -16 -17 -18
leaf_value=0.0014990546845172334 0.00097973350423445605 0.00031205243607507026 0.00042419648087495048 0.00067203910367651576 -0.00013453295630968067 0.0015328579872514339 0.0007445328766795869 0.0010110171601734163 0.0016411376513605891 0.00066229343883257108 0.0014785208374966578 0.00071213627596100973 0.0012368949434993729 0.0017191617194996253 0.0010006014936679529 0.00033782813335098198 0.0012878271450507467
leaf_weight=91 64 55 52 56 56 57 64 91 75 66 64 54 1127 54 98 84 127
leaf_count=91 64 55 52 56 56 57 64 91 75 66 64 54 1127 54 98 84 127
internal_value=0 0.00118141 0.00120506 0.000466216 0.000298357 0.00123607 0.00118976 0.000797874 0.00137191 0.00132159 0.0010644 0.00121106 0.00119669 0.00144439 0.00121802 0.000471764 0.00137616
internal_weight=0 2075 2020 260 196 1877 1400 143 477 402 130 1336 1279 272 1225 140 218
internal_count=2335 2075 2020 260 196 1877 1400 143 477 402 130 1336 1279 272 1225 140 218
is_linear=0
shrinkage=0.0032998


Tree=4042
num_leaves=28
num_cat=0
split_feature=1 52 1 2 1 2 2 0 156 159 40 13 13 131 15 15 52 15 15 15 1 1456 2 52 13 15 15
split_gain=51.921 9.54139 6.29389 2.6957 2.53772 2.40041 4.39858 0.871453 0.804418 0.790036 1.04674 0.805696 0.768217 0.640761 0.941484 0.517249 0.798625 0.865289 0.52569 0.416059 0.298659 0.25907 0.291321 0.340132 0.27266 0.225766 0.0906588
threshold=0.10508500000000001 -0.40011499999999994 0.13630500000000004 0.091250000000000012 0.090195000000000011 0.10559 -1.0000000180025095e-35 -0.14989499999999997 0.088610000000000008 0.082585000000000006 -0.012109999999999998 -0.082264999999999991 -0.15714499999999998 0.090495000000000006 0.09167500000000002 0.092725000000000016 -0.44579999999999992 -0.058234999999999988 0.117775 -0.024814999999999997 0.11530500000000002 0.085945000000000008 0.088555000000000009 -0.087239999999999984 -0.077759999999999982 -0.084629999999999997 -0.090909999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 6 -3 -1 21 10 -5 19 -4 14 25 16 -13 -18 -17 -12 26 22 23 -9 -24 -6 -7
right_child=1 2 12 9 13 20 -8 8 -10 -11 11 15 -14 -15 -16 18 17 -19 -20 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0.0038192135462625002 0.0034358505752935952 0.0019048567227360755 0.0016278839866649159 0.0026402818681363991 0.0029295343763075434 0.0019965528393833488 0.0031771956323853536 0.003683710732399639 0.0030578516320916216 0.0034004848082635603 0.0031747020177693036 0.0032418032197063656 0.0011255794380087875 0.0033913736745437291 0.0032793931172130628 0.0033848946832664493 0.0030344680811373779 0.0025735547722830461 0.0029617634527151042 0.0035934469757783983 0.0018405353123317305 0.0036894232007091397 0.0031271738858081751 0.0034440041197212551 0.0034319478076594283 0.0026130229126636413 0.0022045105019739362
leaf_weight=70 52 57 60 56 54 53 62 79 60 96 57 81 76 53 67 84 110 77 55 52 97 54 60 528 81 52 52
leaf_count=70 52 57 60 56 54 53 62 79 60 96 57 81 76 53 67 84 110 77 55 52 97 54 60 528 81 52 52
internal_value=0 0.00209563 0.00194305 0.00328763 0.00338428 0.00219529 0.00256805 0.00346065 0.00343149 0.00312002 0.00307288 0.00311976 0.00134744 0.0030692 0.0029703 0.00305138 0.00296497 0.00284487 0.00321772 0.00337479 0.00197552 0.0034594 0.00344274 0.00347526 0.00330251 0.0027746 0.00209988
internal_weight=0 509 457 1826 1158 321 119 932 862 668 572 516 136 226 173 407 268 187 139 109 202 802 748 607 141 106 105
internal_count=2335 509 457 1826 1158 321 119 932 862 668 572 516 136 226 173 407 268 187 139 109 202 802 748 607 141 106 105
is_linear=0
shrinkage=0.0032998


Tree=4043
num_leaves=17
num_cat=0
split_feature=2 2 14 2 2 12 16 16 12 12 16 481 151 1429 2 481
split_gain=22.2976 12.42 4.27295 3.77357 3.12059 2.53603 1.52704 1.28472 1.28409 0.926473 0.682771 0.682418 0.799551 0.644352 0.497497 0.23577
threshold=0.12051500000000002 -1.0000000180025095e-35 0.062655000000000016 0.17000000000000001 0.10559 -0.011819999999999999 0.41484500000000007 -0.019749999999999993 0.094600000000000004 -0.08731499999999999 0.024125000000000004 -0.07496499999999999 0.0049050000000000005 0.084690000000000015 0.114805 -0.085894999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 8 9 -1 7 14 10 -3 -2 15 13 -13 -6 -11
right_child=3 2 -4 -5 6 -7 -8 -9 -10 11 -12 12 -14 -15 -16 -17
leaf_value=0.00056885508453365433 0.00069119849576528046 0.0015569940048705453 0.0027209819092917109 8.7403696226802261e-05 0.0017927518234195829 0.0014670556032612247 0.0020156230582507343 0.0010569530082889785 0.0014059929945137916 0.0020830369479927164 0.001172150919581338 0.0019997667887593946 0.0015646736344011151 0.0016874989598356003 0.0013902058744876581 0.0023563228175853901
leaf_weight=84 86 57 75 54 81 58 69 64 77 83 52 1240 53 78 59 65
leaf_count=84 86 57 75 54 81 58 69 64 77 83 52 1240 53 78 59 65
internal_value=0 0.00187822 0.00194774 0.000867962 0.00191635 0.000935974 0.00158998 0.00144584 0.00106385 0.00197287 0.000872682 0.00198845 0.00196523 0.00198131 0.00162336 0.0022033
internal_weight=0 2066 1924 269 1849 142 273 204 215 1576 138 1519 1371 1318 140 148
internal_count=2335 2066 1924 269 1849 142 273 204 215 1576 138 1519 1371 1318 140 148
is_linear=0
shrinkage=0.0032998


Tree=4044
num_leaves=19
num_cat=0
split_feature=2 12 4 42 2 2 11 13 13 4 1429 0 3 4 159 16 3 4
split_gain=41.3379 19.5416 7.70645 5.67696 4.257 2.6376 2.2162 2.6602 2.06278 1.92972 1.82226 1.40706 1.29421 1.25131 0.783966 0.662171 0.435615 0.214237
threshold=0.13574000000000003 -0.011819999999999999 0.30163500000000004 -0.0043149999999999994 0.17000000000000001 0.11084500000000001 1.0000000180025095e-35 0.039845000000000012 -0.011834999999999998 0.41696500000000003 0.084690000000000015 -0.073674999999999977 -0.0026499999999999996 -0.085574999999999984 0.084205000000000016 -0.52595999999999987 -0.08632999999999999 -0.044024999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 12 6 10 -8 9 -5 13 -7 -2 16 -15 -4 -3 -13
right_child=4 2 15 8 -6 11 7 -9 -10 -11 -12 17 -14 14 -16 -17 -18 -19
leaf_value=0.0020686422545525681 0.0011111157441264128 0.0024449450265971611 0.0010972526665286475 0.0015252156848070068 -0.00031481279065489565 0.001426286529529168 0.0032523632297831728 0.0022449023793140958 0.00038124573095791572 0.00070841301934610227 0.0018530820701975527 0.0022435418587734681 0.00043097909770682978 0.0022390848083432744 0.0025106202352498646 0.0016248372954490663 0.0027635006735872748 0.001941753922888368
leaf_weight=66 66 191 53 71 54 52 59 56 52 57 100 53 57 1042 133 52 65 56
leaf_count=66 66 191 53 71 54 52 59 56 52 57 100 53 57 1042 133 52 65 56
internal_value=0 0.00211611 0.00222877 0.00124037 0.00045706 0.0022793 0.00231882 0.00276208 0.000936473 0.00116176 0.0022855 0.00187505 0.000796217 0.00231569 0.00226985 0.00135887 0.00252597 0.00208882
internal_weight=0 2158 1912 246 177 1807 1646 115 180 128 1531 161 123 1431 1175 105 256 109
internal_count=2335 2158 1912 246 177 1807 1646 115 180 128 1531 161 123 1431 1175 105 256 109
is_linear=0
shrinkage=0.0032998


Tree=4045
num_leaves=28
num_cat=0
split_feature=15 1456 484 15 133 52 15 12 457 12 52 16 16 2 12 15 156 16 1212 1212 52 403 1212 2 1212 13 13
split_gain=0.603946 0.55289 0.47765 0.489477 1.10793 1.39141 0.545909 0.563474 0.455213 0.426732 0.420372 0.832656 0.382684 0.374229 0.373799 0.254682 0.251207 0.245745 0.212004 0.359398 0.194402 0.200879 0.206915 0.217559 0.144915 0.206607 0.128525
threshold=0.083185000000000023 -0.06457499999999998 0.11563500000000002 -0.043644999999999996 0.085720000000000018 0.0033500000000000005 -0.26826999999999995 -0.092124999999999985 0.083925000000000013 -0.042789999999999988 -0.095239999999999991 -0.0043999999999999994 -0.41163499999999992 0.090545000000000014 0.083970000000000017 -0.087044999999999997 1.0000000180025095e-35 -0.090639999999999984 -0.017094999999999996 -0.09386499999999999 0.37486000000000003 -0.059794999999999994 0.085450000000000012 0.091465000000000005 0.10301 -0.050149999999999993 -0.049414999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 10 9 -8 15 12 16 -12 -1 -6 -3 17 -5 -9 19 -16 21 24 23 -23 25 -20 -17
right_child=1 14 -4 4 13 -7 7 8 -10 -11 11 -13 -14 -15 18 26 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0054669138840239932 -0.0013985057080812986 0.027274488737447016 0.022425522544526726 0.0037547103717237994 0.0098971472635285395 -0.021376097964231493 0.026305693158702591 0.010656457789218787 -0.0026887092495812425 0.011462093855019293 0.0081719273332816807 -0.01776409661773682 -0.014647063056926502 0.027639607235627868 0.011988557483474631 0.0051500458712180498 0.018594191396411341 0.019342952968832806 0.023818817499418349 0.03003920819683956 0.022982559121437037 0.0098207996507621107 0.017763595182547269 -0.0025698833993061153 0.0069681908585129005 0.013442704744123896 0.013059197493361412
leaf_weight=53 58 71 70 64 97 76 75 182 63 82 91 57 54 52 65 156 66 190 79 61 52 120 52 60 54 180 94
leaf_count=53 58 71 70 64 97 76 75 182 63 82 91 57 54 52 65 156 66 190 79 61 52 120 52 60 54 180 94
internal_value=0 0.0144349 0.00883266 0.00817612 0.00392625 -0.00119316 0.0104268 0.0124402 0.0109194 0.00232115 0.00431801 -0.00180481 -0.00466727 0.0161012 0.0155938 0.0123006 0.0113024 0.0150979 0.0144442 0.0207416 0.0131121 0.0121671 0.00839659 0.00568059 0.0149561 0.0166146 0.00813107
internal_weight=0 852 1522 1452 503 354 949 760 685 189 278 148 107 149 794 622 130 372 723 126 597 545 232 180 313 259 250
internal_count=2374 852 1522 1452 503 354 949 760 685 189 278 148 107 149 794 622 130 372 723 126 597 545 232 180 313 259 250
is_linear=0
shrinkage=0.16829


Tree=4046
num_leaves=19
num_cat=0
split_feature=4 3 39 0 3 3 16 4 0 150 15 3 159 43 401 0 43 401
split_gain=11.9027 3.57427 2.63439 1.43921 1.53519 1.0219 0.908256 0.976071 1.95758 0.61643 0.610687 0.551004 0.459018 0.583272 0.39474 0.4581 0.347493 0.326827
threshold=0.30163500000000004 0.10812000000000001 0.081875000000000017 -0.17785499999999996 -0.0098449999999999979 -0.015259999999999998 -0.0068949999999999992 -0.49269499999999994 -0.034179999999999995 0.082965000000000025 -0.45726999999999995 0.25468500000000005 0.087395000000000014 -0.082739999999999994 0.078085000000000016 -0.14989499999999997 0.062770000000000006 0.096230000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 -5 -4 9 -8 12 14 -6 -3 13 -9 15 -1 -17 -16
right_child=3 11 5 4 10 -7 7 8 -10 -11 -12 -13 -14 -15 17 16 -18 -19
leaf_value=0.0017896720404185088 0.0011140906969723016 0.0010489093304728823 0.00068315740942424461 0.00081276302017037675 0.0005016923368202687 0.0012248113413678675 0.0016686401821485134 0.001565806078060842 0.00071435903090520279 0.0012603125742611985 2.3470730456811432e-08 0.0005752043083254979 0.0011219901027514296 0.0013025521418092779 0.0019085643093527658 0.0015219253896725272 0.0013545963239622759 0.0015789419049713014
leaf_weight=61 58 53 61 103 52 102 92 163 56 99 54 55 70 217 52 759 170 97
leaf_count=61 58 53 61 103 52 102 92 163 56 99 54 55 70 217 52 759 170 97
internal_value=0 0.00139346 0.00142508 0.000653658 0.000525714 0.00102232 0.00146082 0.00135465 0.00129749 0.00151207 0.000246458 0.000807997 0.00136998 0.00141557 0.00153392 0.00150976 0.00149134 0.00169421
internal_weight=0 2107 1999 267 209 163 1836 598 506 1238 106 108 450 380 1139 990 929 149
internal_count=2374 2107 1999 267 209 163 1836 598 506 1238 106 108 450 380 1139 990 929 149
is_linear=0
shrinkage=0.0032998


Tree=4047
num_leaves=15
num_cat=0
split_feature=3 480 2 3 2 3 4 3 4 1 13 2 13 13
split_gain=0.546791 0.363525 0.414801 0.566628 0.375702 0.321176 0.507448 0.471003 0.326387 0.237429 0.543964 0.428832 0.289394 0.158727
threshold=0.30112000000000005 -0.063594999999999985 0.10796500000000002 -0.14162499999999997 0.092425000000000021 0.097710000000000005 -0.13833499999999996 0.0037100000000000002 -0.088319999999999996 0.10587000000000001 0.0066850000000000008 0.12901000000000004 -1.0000000180025095e-35 -0.066659999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 8 -8 10 13 -11 -13 -4
right_child=-2 2 9 5 -6 -7 7 -9 -10 11 -12 12 -14 -15
leaf_value=-0.0019111495963815366 -0.0022306103252741015 0.014989702909746497 0.010187371956631143 -0.0037169694622673595 0.03341872012308246 0.021891134925308846 0.024508358435043662 -0.0021339855575209115 0.011374945877345515 -0.0066575205744557756 -0.0020797611445054036 0.0010339003626329143 0.018090636758462158 0.021597668930583319
leaf_weight=65 100 76 68 67 54 75 56 71 1395 91 70 62 52 72
leaf_count=65 100 76 68 67 54 75 56 71 1395 91 70 62 52 72
internal_value=0 0.0104696 0.0108348 0.0119449 0.0226587 0.0111069 0.0105967 0.011228 0.0118831 0.00603125 0.0100104 0.00194625 0.00882993 0.0160684
internal_weight=0 2274 2209 1794 130 1664 1589 1522 1451 415 210 205 114 140
internal_count=2374 2274 2209 1794 130 1664 1589 1522 1451 415 210 205 114 140
is_linear=0
shrinkage=0.16829


Tree=4048
num_leaves=14
num_cat=0
split_feature=0 150 1446 159 11 1 12 1 402 1 123 0 376
split_gain=0.453574 0.47611 0.438843 0.7884 0.650785 0.384255 0.379817 0.679078 0.347119 0.320165 0.260692 0.420596 0.190455
threshold=0.12411500000000002 0.10921500000000002 0.087090000000000015 -0.039019999999999992 0.077290000000000011 0.093170000000000017 -0.14718499999999998 0.10508500000000001 0.11320500000000001 0.092485000000000026 0.084000000000000005 -0.04478999999999999 0.084360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 8 9 -8 11 -9 -12
right_child=-2 -3 3 -5 5 -7 7 10 -10 -11 12 -13 -14
leaf_value=0.022761367873387294 -0.0040208375417905085 -0.0025805244787517898 0.010456952618791197 -0.015586767250314274 0.032045281932468958 0.013024145026041135 0.0086221122219531827 0.0025500672862862569 0.020403036292175721 0.016314441038896899 0.016107491007754382 -0.014577592679661414 0.0016614109335202694
leaf_weight=56 82 101 82 55 56 66 1271 185 89 175 52 52 52
leaf_count=56 82 101 82 55 56 66 1271 185 89 175 52 52 52
internal_value=0 0.00870263 0.00922358 0 0.00983868 0.0217699 0.00908433 0.00867511 0.0101845 0.00955431 0.00187539 -0.00120032 0.00890173
internal_weight=0 2292 2191 137 2054 122 1932 1876 1535 1446 341 237 104
internal_count=2374 2292 2191 137 2054 122 1932 1876 1535 1446 341 237 104
is_linear=0
shrinkage=0.16829


Tree=4049
num_leaves=13
num_cat=0
split_feature=3 40 1446 14 0 14 4 0 4 0 4 3
split_gain=0.406668 0.337234 0.296066 0.42313 0.446835 0.687822 0.955466 0.385566 0.337916 0.323476 0.290001 0.0765069
threshold=0.30112000000000005 1.0000000180025095e-35 0.087090000000000015 -0.10708499999999999 -0.12118 0.019675000000000002 0.053455000000000009 -0.085669999999999982 -0.51003499999999991 0.12358500000000001 -0.34140499999999996 0.0025650000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -4 -6 10 -10 -8
right_child=-2 -3 7 4 8 -7 11 -9 9 -11 -12 -13
leaf_value=0.021133402929525466 -0.0036188899466196699 -0.0056639678771840665 0.011602147859984887 -0.018831689093343412 0.021895368109860067 0.016357643621493383 0.0014050762757873807 -0.0067143991803561348 0.020262289334076977 -0.0043289770766671348 0.008225632928623345 0.010536135435391112
leaf_weight=69 100 55 52 75 53 61 52 87 59 56 1602 53
leaf_count=69 100 55 52 75 53 61 52 87 59 56 1602 53
internal_value=0 0.00733471 0.0076577 0.00816023 0.00771421 0.000907533 -0.00431836 0.000124909 0.00863998 0.00822977 0.00865427 0.0060312
internal_weight=0 2274 2219 2080 2011 241 180 139 1770 1717 1661 105
internal_count=2374 2274 2219 2080 2011 241 180 139 1770 1717 1661 105
is_linear=0
shrinkage=0.16829


Tree=4050
num_leaves=27
num_cat=0
split_feature=1 1 2 10 2 1 39 1 157 481 1213 2 2 39 2 160 2 15 160 15 2 160 15 2 15 1
split_gain=41.2874 6.25662 2.37488 2.08035 1.80658 1.61222 1.34955 1.02058 0.918502 0.906647 0.678365 0.643508 0.641856 0.605273 0.622048 0.569383 0.607544 0.499042 0.467466 0.449896 0.426025 0.28332 0.248372 0.236892 0.224857 0.0944788
threshold=0.104035 0.12500000000000003 0.094835000000000017 -1.0000000180025095e-35 0.11353000000000001 0.091275000000000009 0.089650000000000021 0.11189500000000001 -0.081579999999999986 -0.084999999999999992 0.085855000000000015 0.087675000000000017 0.106035 0.082470000000000016 0.10836000000000003 -0.081539999999999987 0.078405000000000016 0.054100000000000002 -0.089629999999999974 0.091735000000000025 0.09742000000000002 -0.081249999999999989 -0.065599999999999978 0.10161500000000002 -0.089734999999999995 0.11634000000000001
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 5 -3 7 9 -5 12 -4 -1 11 15 -2 14 20 18 -17 22 -11 -7 -10 -13 -16 -22 -23 -6
right_child=1 3 8 6 25 19 -8 -9 13 10 -12 21 -14 -15 17 16 -18 -19 -20 -21 23 24 -24 -25 -26 -27
leaf_value=0.0024274283318524545 0.00097297329609854555 -5.5571868270020424e-05 0.0022005493532493065 0.00092704553565260293 0.00079193988560084143 0.0016244004801119188 0.00030822376233692443 0.0017332321690539938 0.0016923879318800649 0.0020831411047090116 0.0023434857509433337 0.0021157517104798329 0.0014781172631448626 0.0014219625685692734 0.0016606485369971308 0.0020003781289926565 0.0022650469216901111 0.0018625714531458496 0.0016832670380113554 0.0019505038398167696 0.0021369972796267144 0.0017065251329989556 0.0013422851347131182 0.0018728718940243176 0.0019408070105559974 0.00099490946007538142
leaf_weight=89 54 55 55 99 53 102 63 75 71 88 97 84 57 56 57 143 298 72 52 88 78 59 54 78 232 53
leaf_count=89 54 55 55 99 53 102 63 75 71 88 97 84 57 56 57 143 298 72 52 88 78 59 54 78 232 53
internal_value=0 0.000922994 0.0019842 0.000498337 0.00123846 0.00205826 0.00068661 0.00143471 0.00179478 0.00210525 0.00207799 0.00205102 0.00123269 0.00174682 0.0017911 0.00212046 0.0021793 0.00164654 0.00193487 0.00177562 0.00190749 0.00194332 0.00150609 0.00200516 0.00189343 0.000893757
internal_weight=0 509 1853 217 292 1332 162 186 521 1142 1053 956 111 466 410 581 441 183 140 190 227 375 111 156 291 106
internal_count=2362 509 1853 217 292 1332 162 186 521 1142 1053 956 111 466 410 581 441 183 140 190 227 375 111 156 291 106
is_linear=0
shrinkage=0.0032998


Tree=4051
num_leaves=21
num_cat=0
split_feature=13 1 16 4 0 13 151 1 3 3 1209 52 16 16 2 3 16 49 3 16
split_gain=0.446819 0.433057 0.659929 0.603593 0.719736 0.852928 0.786641 0.649891 0.609625 0.568547 0.368745 0.290111 0.272791 0.599411 0.726314 0.659577 0.372496 0.316055 0.397579 0.167417
threshold=0.26482500000000003 0.096300000000000011 0.21684500000000004 -0.37626499999999991 -0.11169999999999998 -0.099939999999999987 -0.06568499999999998 0.10726500000000001 0.10703500000000001 -0.0072299999999999994 -0.074484999999999982 -0.45478499999999994 -0.019749999999999993 -0.011859999999999997 0.084095000000000017 -0.084934999999999997 -0.052894999999999991 -0.016329999999999994 -0.094404999999999975 0.066275000000000014
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 2 10 -3 6 -6 -5 -7 -8 19 -1 -4 16 -14 -15 -16 17 -12 -19 -9
right_child=-2 3 11 4 5 7 8 9 -10 -11 12 -13 13 14 15 -17 -18 18 -20 -21
leaf_value=-0.0017482538579293564 0.022238159874909937 0.01671001390748637 0.0061749575283721958 -0.0057568151306413573 -0.021943544883382536 -0.011672635836052629 0.0040650029836037365 0.015283752710122759 0.026839705116530336 -0.0092369663859718579 -0.00045438423987072366 -0.0068737500537279835 0.027466828012283433 0.024565281158895114 -0.0015371478853322899 0.014522336991577187 -0.00048849817665663525 0.022057210335051803 0.009893902705534377 0.0038456474514528332
leaf_weight=70 60 88 97 63 56 85 59 96 77 53 71 96 79 90 132 160 102 86 683 59
leaf_count=70 60 88 97 63 56 85 59 96 77 53 71 96 79 90 132 160 102 86 683 59
internal_value=0 0.00751093 0.00893788 0.00377021 0.00168901 -0.00291243 0.00976791 0.000718784 0.0169727 0.00579122 0.0101503 -0.000306283 0.0107453 0.0141068 0.0113391 0.00725642 0.00909827 0.0102645 0.0112565 0.0109415
internal_weight=0 2302 1666 636 548 349 199 293 136 208 1473 193 1403 461 382 292 942 840 769 155
internal_count=2362 2302 1666 636 548 349 199 293 136 208 1473 193 1403 461 382 292 942 840 769 155
is_linear=0
shrinkage=0.16829


Tree=4052
num_leaves=11
num_cat=0
split_feature=48 48 9 1 47 1 1 16 2 159
split_gain=0.36901 0.529499 0.404475 0.547235 0.447253 0.381654 0.656942 0.362783 0.286286 0.263975
threshold=-0.081604999999999997 -0.023659999999999997 1.0000000180025095e-35 0.13271500000000003 0.11069000000000002 0.10871500000000002 0.10538500000000002 -0.4058199999999999 0.11353000000000001 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 9 -5 -7 -3
right_child=1 2 -4 7 -6 8 -8 -9 -10 -11
leaf_value=0.018107541201532927 -0.0094139745015139366 0.0065593630457321693 0.0199003967816315 -0.015048718073293516 -0.005643704963639971 0.022823060478722835 -0.010145132065246268 0.0025255325346112282 0.0083504686305128674 0.012924815899814002
leaf_weight=76 60 1512 63 52 77 76 63 92 80 211
leaf_count=76 60 1512 63 52 77 76 63 92 80 211
internal_value=0 0.00617422 0.0065952 0.00620684 0.00692203 0.00742118 0.00672214 -0.00380825 0.0154127 0.00733992
internal_weight=0 2286 2226 2163 2019 1942 1786 144 156 1723
internal_count=2362 2286 2226 2163 2019 1942 1786 144 156 1723
is_linear=0
shrinkage=0.16829


Tree=4053
num_leaves=22
num_cat=0
split_feature=1452 1 43 157 157 132 10 43 12 43 4 133 160 133 133 12 43 12 43 0 12
split_gain=0.327293 0.360495 0.683735 0.603631 0.424621 0.534294 0.853653 0.484976 0.333986 0.586088 0.447546 0.304408 0.19886 0.238761 0.221889 0.281146 0.264944 0.218425 0.149736 0.472054 0.080571
threshold=0.093985000000000013 1.0000000180025095e-35 -0.20207499999999998 -0.086284999999999987 -0.078754999999999978 0.080640000000000017 -0.012544999999999999 0.0035900000000000007 0.084055000000000005 -0.011584999999999998 -0.013514999999999998 0.10029000000000002 -0.089974999999999986 0.084880000000000025 0.089380000000000015 0.085905000000000023 -0.0040649999999999983 0.085005000000000011 -0.088994999999999991 -0.07964499999999998 0.098600000000000007
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 8 -3 -4 -5 6 -6 -8 9 10 -1 12 13 -10 15 17 -17 -14 -13 -20 -21
right_child=-2 2 3 4 5 -7 7 -9 11 -11 -12 18 14 -15 -16 16 -18 -19 19 20 -22
leaf_value=0.030257409481858032 -0.0076055523444886987 -0.013038647965365514 0.020328086016092834 -0.01106772381282867 -0.017841627976259503 0.016234072045156856 0.0062182724457865461 -0.005450920669320544 0.0069901348745208961 0.00063514871418019934 0.010885577095029032 0.0084369209165494792 0.0076707540539490277 0.020994227562233913 -0.0019674488244589864 0.013291497247301848 0.00479309159541775 -0.0059272352456241784 -0.014148160764845491 0.00023841898516685703 0.009598844790787972
leaf_weight=66 53 66 65 53 52 97 657 119 71 63 70 56 70 68 72 268 171 64 56 52 53
leaf_count=66 53 66 65 53 52 97 657 119 71 63 70 56 70 68 72 268 171 64 56 52 53
internal_value=0 0.00575598 0.00356562 0.00461805 0.00357209 0.00441285 0.00302583 0.00442648 0.00777873 0.0140834 0.0202998 0.00652357 0.00806785 0.013854 0.00681813 0.00792521 0.00998528 0.00116278 0.000935962 -0.00166191 0.00498032
internal_weight=0 2309 1109 1043 978 925 828 776 1200 199 136 1001 784 139 645 573 439 134 217 161 105
internal_count=2362 2309 1109 1043 978 925 828 776 1200 199 136 1001 784 139 645 573 439 134 217 161 105
is_linear=0
shrinkage=0.16829


Tree=4054
num_leaves=24
num_cat=0
split_feature=2 2 13 12 123 2 48 3 12 3 42 2 2 12 3 42 43 16 402 13 12 42 42
split_gain=7.95934 4.82437 2.58867 1.65066 1.33112 1.30857 1.15662 0.978055 0.847726 0.770219 0.608707 0.558571 0.645659 0.541956 0.520079 0.476316 0.801811 0.380456 0.275607 0.264402 0.2306 0.223596 0.124192
threshold=0.11556500000000001 -1.0000000180025095e-35 -0.10099999999999999 -0.011819999999999999 0.085740000000000011 0.10161500000000002 0.082225000000000006 0.092330000000000009 0.089885000000000007 -0.14070999999999997 -0.10924999999999999 0.13574000000000003 0.12293000000000001 0.08073000000000001 -0.008649999999999998 -1.0000000180025095e-35 -0.079504999999999978 -0.0024749999999999993 0.02938 0.043640000000000005 0.09697500000000002 -0.08266999999999998 -0.091214999999999977
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=1 3 -2 -1 11 7 9 8 10 -7 -3 12 -4 14 -12 19 -17 -11 -15 21 -18 -10 -21
right_child=2 5 4 -5 -6 6 -8 -9 15 17 13 -13 -14 18 -16 16 20 -19 -20 22 -22 -23 -24
leaf_value=0.00033455808504251919 0.00011543885989456751 0.00099886178493303803 0.00083172640321851183 0.0010456896196593764 0.00031205045558467998 0.0014420965610379144 0.0006517736127743995 0.00089517957418884639 0.0015264406231317719 0.0011559815284708063 0.0018018888929613932 0.00071212904347554395 0.0013311349537465207 0.0012881225937760293 0.0013838065476910434 0.00076805162075248225 0.0012292085073135031 0.00083969108437955396 0.0014587829850905489 0.0010460716312736976 0.00099735469759982685 0.0012553317544400995 0.0012766743087014581
leaf_weight=95 83 56 63 57 52 63 73 80 63 93 54 93 52 581 85 68 196 77 130 56 64 76 52
leaf_count=95 83 56 63 57 52 63 73 80 63 93 54 93 52 581 85 68 196 77 130 56 64 76 52
internal_value=0 0.00116724 0.000623308 0.000601464 0.0007853 0.00121328 0.00101536 0.00125206 0.00127131 0.00112912 0.00133449 0.000903444 0.00105785 0.00135656 0.00154648 0.00117171 0.00108858 0.00101293 0.00131938 0.00128196 0.00117227 0.00137846 0.00115743
internal_weight=0 2019 343 152 260 1867 306 1561 1481 233 906 208 115 850 139 575 328 170 711 247 260 139 108
internal_count=2362 2019 343 152 260 1867 306 1561 1481 233 906 208 115 850 139 575 328 170 711 247 260 139 108
is_linear=0
shrinkage=0.0032998


Tree=4055
num_leaves=15
num_cat=0
split_feature=1348 147 40 4 52 4 124 151 403 159 133 12 0 4
split_gain=0.501386 0.629927 0.599953 0.408514 0.57838 0.556468 0.43878 0.371881 0.325232 0.313848 0.360513 0.458326 0.20984 0.198913
threshold=0.084895000000000012 0.086295000000000011 -0.08440499999999998 0.053255000000000004 0.0029250000000000005 0.018150000000000003 -0.082899999999999988 0.050660000000000004 -0.53379499999999991 0.08351500000000002 0.026115000000000003 -0.050214999999999989 -0.11912999999999999 0.24726500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 6 -4 8 -8 10 11 -5 -6 -14
right_child=-2 -3 3 4 12 -7 7 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.010417582019431498 -0.012321231783642689 0.019892224007597097 0.019655466085891037 -0.024144248186713613 0.016326974361690574 0.020139927614431601 -0.0068809425621472534 -0.0096363973875508435 0.0051040685318226179 0.0063279387581983019 0.0035428406891089862 -0.0056706484252408958 -0.0037354637779045763 0.010761272399269804
leaf_weight=85 55 68 53 54 54 68 67 54 1435 59 64 130 54 53
leaf_count=85 55 68 53 54 54 68 67 54 1435 59 64 130 54 53
internal_value=0 0.00393063 0.0034431 0.0039932 -0.000399575 0.00522016 0.0045885 0.00407414 0.00456825 -0.00468758 -0.00731545 -0.011102 0.00776577 0.00342837
internal_weight=0 2298 2230 2145 468 1677 1609 1556 1502 307 248 184 161 107
internal_count=2353 2298 2230 2145 468 1677 1609 1556 1502 307 248 184 161 107
is_linear=0
shrinkage=0.16829


Tree=4056
num_leaves=22
num_cat=0
split_feature=2 2 2 2 150 16 2 13 3 14 394 3 52 2 2 2 16 16 3 13 394
split_gain=40.0398 21.1832 8.03892 5.47862 6.01275 4.36592 3.18079 2.89915 2.49504 0.952403 0.860391 0.80021 1.06744 0.674487 0.55302 0.831581 0.771871 0.662656 0.417838 0.528435 0.34603
threshold=0.11500500000000001 -1.0000000180025095e-35 0.15855000000000002 0.099325000000000011 0.082965000000000025 -0.38959499999999997 -0.045829999999999989 -0.073949999999999988 -0.044759999999999994 0.062655000000000016 -0.0074349999999999998 -0.14070999999999997 0.0029250000000000005 0.13106000000000004 0.083885000000000015 0.093365000000000017 0.0045450000000000013 0.081265000000000018 -0.087539999999999993 -0.066934999999999981 -0.088469999999999979
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 6 5 9 8 -2 -1 -7 11 10 20 -5 -13 -9 18 17 -17 -16 -12 -20 -3
right_child=2 3 -4 4 -6 7 -8 13 -10 -11 14 12 -14 -15 15 16 -18 -19 19 -21 -22
leaf_value=0.0012540438974373886 0.00045206067954077522 0.0022900533320178757 -0.00021156247236969771 0.0024762353298091134 0.00079112401174067238 0.0007717946181338229 0.00029057084146903397 0.0018657431811520658 0.0015199949787336202 0.0026412343459230616 0.002321010241700336 0.0016799061211722926 0.0023019562071737157 0.0013720198979848431 0.0022573866235134432 0.0018603012210098861 0.0023200788761921433 0.0025959608718952951 0.0021337828679128361 0.0018645120757051004 0.0026222904575968937
leaf_weight=102 85 69 66 67 57 62 59 69 92 61 78 55 68 55 606 107 65 72 267 117 74
leaf_count=102 85 69 66 67 57 62 59 69 92 61 78 55 68 55 606 107 65 72 267 117 74
internal_value=0 0.00204971 0.000820716 0.00214938 0.00176965 0.00107225 0.000901189 0.00135548 0.00196731 0.00223426 0.00221718 0.00218372 0.00202409 0.00164704 0.00219044 0.002241 0.00203426 0.00229339 0.00209735 0.00205183 0.00246223
internal_weight=0 2016 337 1855 339 271 161 186 282 1516 1455 190 123 124 1312 850 172 678 462 384 143
internal_count=2353 2016 337 1855 339 271 161 186 282 1516 1455 190 123 124 1312 850 172 678 462 384 143
is_linear=0
shrinkage=0.0032998


Tree=4057
num_leaves=12
num_cat=0
split_feature=9 9 48 151 4 13 1429 157 16 1 0
split_gain=0.510942 0.392132 0.332384 0.47179 0.319241 0.352708 0.489496 0.610155 0.36126 0.226138 0.20508
threshold=-1.0000000180025095e-35 0.089995000000000006 0.12933000000000003 0.08357500000000001 -0.49269499999999994 0.060910000000000013 0.087415000000000007 -0.077664999999999998 0.062910000000000008 0.08776500000000001 -0.077084999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 7 -6 10 -2 -7
right_child=1 -3 -4 -5 5 8 -8 -9 -10 -11 -12
leaf_value=-0.0088437581795072356 0.02290927240424941 -0.0092417342635721291 -0.0080210690274898164 -0.0076149565875084993 0.016576368838918939 -0.0010744230900101609 -0.0079551453549044065 0.0058507088925331104 -0.011869790433428092 0.0078535612281241968 0.011036098246711914
leaf_weight=79 52 54 52 74 167 109 65 1516 60 63 62
leaf_count=79 52 54 52 74 167 109 65 1516 60 63 62
internal_value=0 0.00491583 0.00526101 0.00558041 0.00604758 0.00554522 0.00636204 0.00691606 -0.000627972 0.014677 0.00330602
internal_weight=0 2274 2220 2168 2094 1979 1748 1683 231 115 171
internal_count=2353 2274 2220 2168 2094 1979 1748 1683 231 115 171
is_linear=0
shrinkage=0.16829


Tree=4058
num_leaves=11
num_cat=0
split_feature=49 457 403 472 52 2 2 124 52 34
split_gain=0.565917 0.386743 0.272524 0.28801 0.349903 0.369395 0.429512 0.532828 0.431028 0.395367
threshold=-0.16047499999999998 0.11251000000000001 -0.53379499999999991 -0.081794999999999993 -0.53937999999999986 -0.0091949999999999983 0.106285 -0.0037749999999999993 0.0029250000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 9 7 -7 -8 -6
right_child=1 -3 3 4 5 6 8 -9 -10 -11
leaf_value=-0.013481700112396661 -0.0056670573570576435 -0.010098743970873398 -0.0061588001564325881 0.014843019983142266 0.0040206437983700896 0.021371179529970044 -0.003641593170286176 0.0058857816249788019 0.0077032538602057636 -0.014709360886627634
leaf_weight=53 73 53 66 100 74 66 264 1400 148 56
leaf_count=53 73 53 66 100 74 66 264 1400 148 56
internal_value=0 0.00410008 0.00443579 0.00477586 0.00511907 0.00463391 0.00523487 0.00658417 0.00042938 -0.00403385
internal_weight=0 2300 2247 2174 2108 2008 1878 1466 412 130
internal_count=2353 2300 2247 2174 2108 2008 1878 1466 412 130
is_linear=0
shrinkage=0.16829


Tree=4059
num_leaves=22
num_cat=0
split_feature=1 1 16 1 40 2 2 2 0 3 16 0 3 151 3 481 159 43 3 43 42
split_gain=22.4732 4.89506 3.30094 1.63413 1.41824 1.08341 2.4598 0.971832 0.8704 0.55985 0.547775 0.498458 0.472706 0.569611 0.545726 0.568463 0.45684 0.305087 0.25871 0.342926 0.184276
threshold=0.104035 0.13630500000000004 0.12292000000000002 0.090540000000000023 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10559 0.14823500000000003 0.040035000000000008 0.10323000000000002 0.26676500000000009 -0.081854999999999997 -0.14443999999999999 -0.085164999999999977 0.0051600000000000005 -0.08452999999999998 -0.010449999999999999 -0.085154999999999995 -0.066424999999999984 -0.036794999999999994 0.085355000000000014
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 5 8 -5 -2 -7 -3 10 11 12 -8 -1 17 15 -15 -6 -14 19 -18 -12
right_child=1 7 -4 4 16 6 9 -9 -10 -11 20 -13 13 14 -16 -17 18 -19 -20 -21 -22
leaf_value=0.0023800412016462894 0.00087627017982006429 0.00093785009190644453 0.0019763899690973469 0.0012989930350398228 0.0021746354302895057 0.0019937195119054765 0.00080987205504635387 0.00036259888179679091 0.0017463522697839249 0.0014069427940238866 0.0019963203684925154 0.001255091541541718 0.0024634497884451559 0.0017849942954662424 0.0017277435372322133 0.002098308767468172 0.0017144179472606117 0.0021167630316076746 0.0016439351624413178 0.002033088433144376 0.0017236414289915343
leaf_weight=64 65 72 90 52 53 52 56 58 92 72 57 55 64 69 52 1000 65 53 62 92 58
leaf_count=64 65 72 90 52 53 52 56 58 92 72 57 55 64 69 52 1000 65 53 62 92 58
internal_value=0 0.00123652 0.00142145 0.00201396 0.00180046 0.00125485 0.00135941 0.000681471 0.00205977 0.00117898 0.0020801 0.00103079 0.00209959 0.00208506 0.0020619 0.00207812 0.0018962 0.0023067 0.00182866 0.00190138 0.0018591
internal_weight=0 520 390 1833 324 300 235 130 1509 183 1417 111 1302 1238 1121 1069 272 117 219 157 115
internal_count=2353 520 390 1833 324 300 235 130 1509 183 1417 111 1302 1238 1121 1069 272 117 219 157 115
is_linear=0
shrinkage=0.0032998


Tree=4060
num_leaves=24
num_cat=0
split_feature=4 3 3 43 49 0 3 42 43 0 0 15 43 43 3 11 13 15 1209 16 43 43 13
split_gain=15.0238 6.45809 2.20139 1.55581 0.992252 1.42336 0.813564 1.76036 0.794417 0.625893 0.593085 0.680702 1.21453 0.535853 0.525512 0.49291 0.660533 0.333165 0.279419 0.291404 0.408807 0.280517 0.066608
threshold=0.30163500000000004 -0.059629999999999996 0.25468500000000005 -0.031974999999999996 -0.06017999999999999 -0.14454499999999995 0.13772500000000001 0.08870500000000002 -0.092454999999999982 -0.098524999999999988 -0.14582499999999995 0.03981500000000001 -0.11278499999999998 0.096985000000000016 -0.096404999999999991 1.0000000180025095e-35 0.0015850000000000003 -0.036064999999999993 0.083050000000000013 -0.082264999999999991 -0.011584999999999998 -0.012534999999999999 -0.018704999999999996
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=1 10 3 8 -5 -6 7 9 -3 -2 -1 12 -12 15 -13 16 -14 -7 19 21 -21 -16 -20
right_child=6 2 -4 4 5 17 -8 -9 -10 -11 11 14 13 -15 18 -17 -18 -19 22 20 -22 -23 -24
leaf_value=0.0016522335738098754 0.0009834594265924197 0.0010142552093722129 0.0002881038127879305 0.0015209347467196033 0.00056060232974051375 0.0013410607795192704 3.2384176316839862e-06 9.2671991560532244e-05 0.00052562487681272554 0.00048997010391413831 0.00084949541454311037 0.0016349593769865208 0.0013078861605522114 0.00096122564531898858 0.0011829737374586605 0.001595802385359826 0.00091676444570204117 0.00103869394878819 0.0015798678565843625 0.0013413409035626838 0.0011002926557600423 0.0014607278864417822 0.001405794896464176
leaf_weight=55 54 57 60 53 56 72 55 83 101 59 81 76 563 55 52 58 52 93 58 203 127 191 52
leaf_count=55 54 57 60 53 56 72 55 83 101 59 81 76 563 55 52 58 52 93 58 203 127 191 52
internal_value=0 0.00121261 0.000881212 0.000963507 0.0011141 0.00101638 0.000358528 0.000458047 0.000702126 0.000726109 0.00131305 0.00130113 0.0012341 0.00127684 0.00137252 0.00130258 0.00127487 0.00117085 0.00134327 0.00131352 0.00124868 0.00140144 0.0014979
internal_weight=0 2115 492 432 274 221 251 196 158 113 1623 1568 809 728 759 673 615 165 683 573 330 243 110
internal_count=2366 2115 492 432 274 221 251 196 158 113 1623 1568 809 728 759 673 615 165 683 573 330 243 110
is_linear=0
shrinkage=0.0032998


Tree=4061
num_leaves=22
num_cat=0
split_feature=403 51 16 1 1 4 40 2 16 151 3 2 4 402 402 2 15 4 15 2 2
split_gain=0.622998 0.397725 0.44995 0.440855 0.611908 0.487264 0.387539 0.441478 0.528827 0.330392 0.502598 0.307933 0.446841 0.293424 0.353995 0.234438 0.232529 0.325707 0.209943 0.192632 0.158146
threshold=-0.088654999999999984 -0.43443999999999999 -0.011859999999999997 0.11302500000000001 0.10374500000000002 0.25472500000000003 -0.074429999999999982 0.10045500000000002 0.15050500000000003 -0.059889999999999992 -0.017449999999999997 0.095545000000000005 -0.13833499999999996 0.08865000000000002 -0.069884999999999989 0.087525000000000006 -0.083029999999999979 0.50373500000000015 0.086115000000000011 0.089735000000000023 0.11728500000000001
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=13 -2 3 4 5 9 -4 11 -9 -3 -11 12 -8 14 19 -14 17 -5 -16 -1 -10
right_child=1 2 6 16 -6 -7 7 8 20 10 -12 -13 15 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.011934549483143979 0.019114128202003592 0.018124159703823532 0.013974060446683053 0.011199871803031601 0.022013868443258266 -0.0084196414405622137 -0.011363097402504352 -0.015299428235615916 -0.0032674288853585818 0.0087461453538957117 -0.0048139450792946421 0.01595891753747564 0.0079076426734374858 0.025255130737692307 -0.0014478034940824118 -0.0010371855783251806 -0.0094253639674666302 -0.0040727790986699744 0.011953951354911587 0.025238896920280352 0.007843910058673631
leaf_weight=72 60 88 70 78 89 52 58 89 94 691 87 53 222 52 66 132 53 80 66 55 59
leaf_count=72 60 88 70 78 89 52 58 89 94 691 87 53 222 52 66 132 53 80 66 55 59
internal_value=0 0.00560278 0.00519553 0.00721473 0.00868035 0.00738571 0.00202798 0.000842661 -0.00498346 0.00833684 0.00722748 0.00387861 0.00232023 0.0136903 0.0113615 0.00456721 0.000211518 0.00345551 0.00523946 0.0177104 0.00100559
internal_weight=0 2055 1995 1218 1007 918 777 707 242 866 778 465 412 311 259 354 211 158 132 127 153
internal_count=2366 2055 1995 1218 1007 918 777 707 242 866 778 465 412 311 259 354 211 158 132 127 153
is_linear=0
shrinkage=0.16829


Tree=4062
num_leaves=14
num_cat=0
split_feature=149 4 10 148 4 1 14 52 1455 1452 155 13 1
split_gain=0.390265 0.428909 0.631691 0.474301 0.334301 0.540815 0.330928 0.319674 0.384303 0.318905 0.206715 0.173258 0.447707
threshold=0.079625000000000015 0.30163500000000004 -0.0087699999999999983 -0.066239999999999979 -0.13833499999999996 0.081540000000000015 -0.36617499999999997 0.51524500000000006 -0.089344999999999994 0.087755000000000014 1.0000000180025095e-35 -0.15569499999999997 0.12122500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -3 8 -6 -10 -7 -8 -13
right_child=-2 6 3 4 7 10 11 -9 9 -11 -12 12 -14
leaf_value=0.024120766871801692 0.019438508090424227 0.0091008188128391156 -0.0084140856897532059 -0.010406227636203021 -0.0067058081951456763 0.011469449013951735 0.002677379988402485 -0.0051483396933813454 0.0072451273616051613 0.019871413925237152 -0.0010207478902676177 3.3175075064749711e-05 -0.020684380474682015
leaf_weight=53 56 60 67 88 54 88 52 61 1543 59 65 68 52
leaf_count=53 56 60 67 88 54 88 52 61 1543 59 65 68 52
internal_value=0 0.00520749 0.0059739 0.00549806 0.00597503 9.80153e-05 -0.00164944 0.00679889 0.00724006 0.00771126 0.00615141 -0.00540997 -0.00892946
internal_weight=0 2310 2078 2025 1958 241 232 1717 1656 1602 153 172 120
internal_count=2366 2310 2078 2025 1958 241 232 1717 1656 1602 153 172 120
is_linear=0
shrinkage=0.16829


Tree=4063
num_leaves=19
num_cat=0
split_feature=48 12 2 2 16 12 52 48 52 158 12 12 475 123 15 16 51 16
split_gain=0.287752 0.332372 0.365009 0.752982 0.597274 0.894354 1.36529 0.509422 0.474739 0.329683 0.400591 0.801843 0.396755 0.335138 0.303371 0.267498 0.151083 0.245974
threshold=-0.078084999999999974 0.11999500000000002 0.10124000000000001 0.09678500000000001 -0.11118499999999999 0.087495000000000003 -0.022844999999999997 0.082225000000000006 -0.081594999999999987 0.11174500000000002 -0.013764999999999998 0.079570000000000016 -0.085774999999999976 0.080635000000000012 -0.40312499999999996 -0.038799999999999994 -0.21463999999999997 0.0039400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 7 6 8 14 -6 10 13 15 -13 -2 -4 -12 -7 -18
right_child=1 -3 4 -5 5 16 -8 -9 -10 -11 11 12 -14 -15 -16 -17 17 -19
leaf_value=-0.0043064142378233744 0.024939505844866375 0.014697054264655427 0.0058001796838425563 0.020412930400854911 -0.010364761074824723 0.012110869310932153 -0.033533797721817617 -0.0047633546150080584 0.0092786015721458143 -0.0077000402719247718 -0.017544696581599992 -0.0068175728137640458 0.0065877828456097918 0.006998679361325642 0.022719109167241614 -0.0010500759542367405 0.010296418514296034 -0.0039123167333182645
leaf_weight=98 52 96 55 95 83 62 54 52 60 56 54 66 1148 69 67 58 60 81
leaf_count=98 52 96 55 95 83 62 54 52 60 56 54 66 1148 69 67 58 60 81
internal_value=0 0.00499818 0.00456867 0.0058764 0.000924866 -0.00265207 -0.0107329 0.00915802 -0.00211023 0.0049564 0.00544745 0.00459963 0.00585751 0.0147236 0.0151064 -0.00901888 0.00518109 0.00212121
internal_weight=0 2268 2172 1598 574 400 197 174 143 1503 1447 1326 1214 121 122 112 203 141
internal_count=2366 2268 2172 1598 574 400 197 174 143 1503 1447 1326 1214 121 122 112 203 141
is_linear=0
shrinkage=0.16829


Tree=4064
num_leaves=19
num_cat=0
split_feature=403 14 11 39 3 4 49 4 484 4 457 12 52 15 456 1213 52 52
split_gain=0.340684 0.258109 0.351197 0.320869 0.398338 0.601038 0.693713 0.905539 0.298422 0.959265 0.262737 0.214169 0.201168 0.175543 0.172569 0.166377 0.144292 0.0769951
threshold=-0.088654999999999984 -0.10708499999999999 0.094815000000000024 0.10616500000000001 -0.023394999999999996 -0.14538499999999996 -0.062709999999999974 0.053455000000000009 0.062030000000000009 -0.018719999999999997 0.085540000000000019 0.085005000000000011 -0.015069999999999998 0.090310000000000015 0.087440000000000004 0.063455000000000011 -0.101225 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 4 8 16 -7 -8 10 -10 14 -1 -11 15 -3 17 -6 -13
right_child=1 2 -4 -5 5 6 7 -9 9 12 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.018906438541099916 0.011437759075473232 0.0048498950365083102 -0.010752410766437759 0.014723988929755905 0.0026518633768600501 0.0063137098474748479 -0.024151354672979523 -0.0022117507651644342 -0.018405648518467054 0.013290448677702115 0.016427729137640356 -0.0026751180640789823 -0.00054254834873268922 0.014180458496192682 -0.0050534967929862541 0.01164851231023001 0.014619550758500036 0.0056565147660379341
leaf_weight=52 99 1109 54 64 58 97 87 138 67 63 54 73 56 71 52 60 57 55
leaf_count=52 99 1109 54 64 58 97 87 138 67 63 54 73 56 71 52 60 57 55
internal_value=0 0.00304895 0.00262344 0.00300414 0.00259508 -0.00183809 -0.0055713 -0.010703 0.00397915 -0.00229174 0.00494062 0.00902983 0.00676571 0.00703994 0.00440478 0.0043337 0.0085993 0.000890845
internal_weight=0 2055 1956 1902 1838 437 322 225 1401 186 1215 311 119 259 1161 188 115 128
internal_count=2366 2055 1956 1902 1838 437 322 225 1401 186 1215 311 119 259 1161 188 115 128
is_linear=0
shrinkage=0.16829


Tree=4065
num_leaves=14
num_cat=0
split_feature=3 13 147 9 4 11 13 481 11 1455 2 2 43
split_gain=0.663509 0.881722 0.505455 0.5646 0.57222 0.877516 0.426649 0.441516 0.578764 0.438854 0.380953 0.328975 0.226942
threshold=0.20828500000000003 -0.46134499999999995 0.089365000000000014 -1.0000000180025095e-35 -0.15333499999999997 0.082485000000000017 0.060910000000000013 -0.08452999999999998 1.0000000180025095e-35 -0.058554999999999989 0.09580000000000001 0.099145000000000025 -0.40535499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 11 7 -6 9 -9 12 -5 -8
right_child=1 -3 -4 4 6 -7 10 8 -10 -11 -12 -13 -14
leaf_value=-0.012029552719196758 0.0048782630754010394 -0.025943257774056025 -0.0099904765858524584 0.027034321617297172 -0.0065629422397510406 -0.0054893735090332614 0.0096799023302380424 0.017671095561192233 0.021617239323010198 0.0037381865561547803 -0.012692387551338417 0.010194214136552035 -0.0042639917705570513
leaf_weight=62 53 52 78 81 100 52 59 67 57 1484 82 56 75
leaf_count=62 53 52 78 81 100 52 59 67 57 1484 82 56 75
internal_value=0 -0.0103686 0.00331388 0.00379183 0.00425692 0.0130963 0.00338766 0.00427934 0.00495473 0.00434122 -0.00365491 0.0201639 0.00186208
internal_weight=0 105 2253 2175 2113 189 1924 1708 1608 1551 216 137 134
internal_count=2358 105 2253 2175 2113 189 1924 1708 1608 1551 216 137 134
is_linear=0
shrinkage=0.16829


Tree=4066
num_leaves=25
num_cat=0
split_feature=1 1 52 52 2 1 42 0 2 39 483 4 43 12 4 52 52 403 43 16 13 4 2 52
split_gain=33.0419 4.89263 2.97744 3.4793 2.01845 1.49547 1.07899 1.01324 0.970282 0.924657 0.854855 0.916084 0.833956 1.30763 0.678645 0.513522 0.93484 0.484522 0.444798 0.714275 0.39123 0.339062 0.816722 0.335999
threshold=0.10538500000000002 0.14787500000000001 -0.29521499999999995 0.057125000000000002 0.092155000000000015 0.13630500000000004 0.082755000000000009 -0.092319999999999985 -0.0050599999999999994 0.081875000000000017 -1.0000000180025095e-35 -0.14236999999999997 -0.081799999999999984 0.091680000000000011 -0.060264999999999992 0.026115000000000003 -0.083119999999999986 -0.091519999999999976 -0.085154999999999995 0.0060650000000000009 -0.0042049999999999995 -0.080429999999999988 0.083885000000000015 -0.014759999999999997
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=4 2 -2 5 8 6 7 -4 -1 12 -10 -12 13 -6 20 16 -16 21 23 -20 -14 22 -13 -19
right_child=1 -3 3 -5 9 -7 -8 -9 10 -11 11 17 14 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25
leaf_value=0.001353424306121854 0.0016011088255968083 -0.00015983685210970566 0.00073298343318000216 0.0013028332049780488 0.0021557877379086827 7.8758974487717876e-05 0.00099637986154193147 0.00018177772195847262 0.002115557905991149 0.0011500093236262172 0.0021705044029881951 0.0020226665134504577 0.0015365421600322348 0.0015134777216141066 0.0015612127521226987 0.0015957827726195187 0.0010488444010047402 0.0020705440935216961 0.0017780238506168919 0.0013716710982753118 0.0018653227192597383 0.0014041401978889458 0.0014851975053316614 0.00178317467222093
leaf_weight=56 53 57 101 99 65 52 85 57 88 58 61 52 91 75 74 100 83 95 599 52 73 65 78 89
leaf_count=56 53 57 101 99 65 52 85 57 88 58 61 52 91 75 74 100 83 95 599 52 73 65 78 89
internal_value=0 0.000750099 0.00086621 0.000767264 0.00170308 0.000587411 0.000696113 0.000534354 0.00178036 0.00154885 0.0018006 0.00177517 0.00159003 0.00181194 0.00151614 0.00140947 0.00129057 0.00175172 0.00178667 0.00174562 0.0016831 0.00160186 0.00170046 0.00193174
internal_weight=0 504 447 394 1854 295 243 158 1235 619 1179 1091 561 140 421 257 157 1030 835 651 164 195 130 184
internal_count=2358 504 447 394 1854 295 243 158 1235 619 1179 1091 561 140 421 257 157 1030 835 651 164 195 130 184
is_linear=0
shrinkage=0.0032998


Tree=4067
num_leaves=17
num_cat=0
split_feature=1 15 52 0 0 13 16 1 47 12 151 1453 1 15 151 1
split_gain=0.686526 0.5785 0.505264 0.381498 0.452192 0.265908 0.262721 0.426773 0.368283 0.900928 0.27806 0.350308 0.309773 0.234296 0.18468 0.174097
threshold=0.10538500000000002 -1.0000000180025095e-35 -0.080064999999999983 -0.062694999999999987 -0.14766999999999997 -0.085764999999999994 -0.50884499999999988 0.096630000000000008 0.081320000000000017 0.085775000000000004 -0.044604999999999992 -0.0067199999999999994 0.093575000000000019 -0.089104999999999976 -0.085764999999999994 0.10141500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -6 -1 8 10 -10 14 -12 13 -13 -8 -9
right_child=1 -3 3 -5 5 -7 7 15 9 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0054644291343239806 -0.0098809768639524318 -0.014282554414601899 -0.0031890073011744792 -0.0046752491887347173 0.021855613037821568 0.0071767785234426399 0.0052430467854698223 0.020997202377733837 0.030434700274699467 0.0024695756661655957 0.014771556847012167 -0.0032867206889520941 -0.0098634623917198249 0.003812957634572056 0.016081000586697643 0.0086087170418908503
leaf_weight=66 99 90 70 100 60 85 102 63 52 88 68 150 56 1062 80 67
leaf_count=66 99 90 70 100 60 85 102 63 52 88 68 150 56 1062 80 67
internal_value=0 -0.00205325 0.000600961 0.00390099 0.00789829 0.0132632 0.00494919 0.00533459 0.00460498 0.0128695 0.00384159 0.002999 0.00236625 0.0029328 0.0100169 0.0146262
internal_weight=0 504 414 315 215 145 1854 1788 1658 140 1518 1336 1268 1212 182 130
internal_count=2358 504 414 315 215 145 1854 1788 1658 140 1518 1336 1268 1212 182 130
is_linear=0
shrinkage=0.16829


Tree=4068
num_leaves=21
num_cat=0
split_feature=2 12 3 447 2 16 15 2 47 12 3 0 47 15 42 403 0 402 12 12
split_gain=16.8612 8.94239 2.54595 1.89397 1.74302 1.53407 1.4274 1.38182 0.931615 1.50656 0.844356 0.985511 0.637905 0.612315 0.56139 0.55412 0.481986 0.423296 0.337286 0.283278
threshold=0.11517500000000001 -0.070844999999999977 0.25468500000000005 0.086765000000000023 -1.0000000180025095e-35 -0.38959499999999997 -0.046449999999999998 0.13290500000000002 0.077555000000000013 0.077755000000000005 -0.12595999999999999 -0.10185499999999999 0.091680000000000011 0.041820000000000003 0.090115000000000015 -0.12219499999999998 -0.076329999999999995 -1.0000000180025095e-35 0.089885000000000007 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 -1 -2 8 -7 9 -3 13 -12 -10 -8 19 17 -17 -13 -14 -11
right_child=2 3 -4 -5 -6 7 10 -9 12 14 11 15 18 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00030926807709193095 0.00038200789120119635 0.00081980542893357144 3.4046630486449106e-05 0.0008397999931934549 0.00099050608755810003 0.0011893761181571885 0.001596734274929423 0.00060933047636268069 0.0018010998144564528 0.0014988282072012948 0.0011277970651457155 0.0015067776559995272 0.0015655873512110125 0.0020557599636511483 0.0010798429678015723 0.0016088948526516676 0.0014206175439146456 0.0011705643057518592 0.0012486875972943252 0.0012465337526560258
leaf_weight=83 89 76 71 54 81 94 80 86 60 159 72 92 70 54 70 639 198 76 81 73
leaf_count=83 89 76 71 54 81 94 80 86 60 159 72 92 70 54 70 639 198 76 81 73
internal_value=0 0.0013849 0.000590369 0.00145024 0.000645948 0.000737074 0.00146854 0.000912439 0.00133483 0.00123627 0.00153354 0.0015026 0.00151124 0.00178198 0.00134096 0.00152941 0.0015644 0.00135489 0.00139583 0.00141959
internal_weight=0 2018 340 1854 164 269 1800 180 589 378 1211 1077 211 134 302 1005 837 168 151 232
internal_count=2358 2018 340 1854 164 269 1800 180 589 378 1211 1077 211 134 302 1005 837 168 151 232
is_linear=0
shrinkage=0.0032998


Tree=4069
num_leaves=22
num_cat=0
split_feature=1 457 1 403 1 1447 41 15 13 42 13 13 475 42 457 42 42 484 403 402 13
split_gain=0.576471 0.526878 0.480108 0.358544 0.356747 0.28424 0.300769 0.250771 0.314932 0.271416 0.248093 0.30606 0.415717 0.304571 0.280162 0.258777 0.238876 0.226027 0.182199 0.219136 0.0310345
threshold=0.10538500000000002 0.078435000000000019 0.14787500000000001 -0.23730999999999999 0.10962000000000001 -0.082954999999999987 0.079885000000000025 -0.094124999999999986 -0.057284999999999996 0.090625000000000025 0.065195000000000017 -0.0016149999999999999 -1.0000000180025095e-35 -0.052924999999999993 0.048870000000000004 -0.092104999999999979 0.086090000000000014 0.091180000000000011 -0.54045999999999983 -0.069884999999999989 0.10809000000000001
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 4 18 -2 16 10 8 -6 -9 11 14 -13 -14 17 -12 -5 -7 -1 -20 -17
right_child=1 -3 -4 5 7 6 -8 9 -10 -11 15 12 13 -15 -16 20 -18 -19 19 -21 -22
leaf_value=0.0056989560223968819 -0.0079112196724937973 -0.016720566993830444 -0.013995399643519115 0.0073052452943135789 0.0076901513691040599 0.0038174420812054181 -0.0066020537976880277 0.01582266925149196 -0.0066418427243733992 0.00087327613414153336 0.0082695278847767905 -0.00095335326627302727 0.008335921642344599 0.021093510197061831 0.014590016791155269 -0.0082202003963119438 0.022336462216503924 0.014178439941467849 0.0020094347337050312 -0.012575545977791367 -0.0024245825375848748
leaf_weight=58 72 55 55 70 91 907 57 93 83 55 64 58 101 113 85 52 53 64 54 63 55
leaf_count=58 72 55 55 70 91 907 57 93 83 55 64 58 101 113 85 52 53 64 54 63 55
internal_value=0 -0.00117245 0.000728102 0.00524353 0.00278797 0.00599935 0.00538182 0.00518592 0.0008433 0.0102793 0.00583871 0.00661565 0.0116551 0.0150808 0.00531589 -0.000184519 0.0137967 0.0045022 -0.00199781 -0.00582866 -0.00525794
internal_weight=0 504 449 1854 394 1679 1556 322 174 148 1499 1328 272 214 1056 171 123 971 175 117 107
internal_count=2358 504 449 1854 394 1679 1556 322 174 148 1499 1328 272 214 1056 171 123 971 175 117 107
is_linear=0
shrinkage=0.16829


Tree=4070
num_leaves=26
num_cat=0
split_feature=1 2 1 12 12 43 12 15 2 16 12 11 43 52 0 475 2 159 12 49 43 16 0 15 0
split_gain=27.1152 7.39462 5.27364 3.81096 3.15483 2.38929 1.90063 1.24566 1.99708 0.984329 0.759124 0.717095 0.684279 0.65613 0.896491 0.857247 0.693736 0.614039 0.58948 0.499913 0.536728 0.439852 0.333062 0.314218 0.146075
threshold=0.10915500000000002 0.14823500000000003 0.091275000000000009 0.088335000000000011 -0.013764999999999998 -0.064499999999999988 0.094435000000000005 -0.0015749999999999998 0.093565000000000023 -0.38959499999999997 0.10266500000000002 1.0000000180025095e-35 -0.03750499999999999 -0.091234999999999983 -0.072364999999999985 -0.081219999999999987 0.089275000000000007 -0.020999999999999994 0.083715000000000026 0.10311000000000002 -0.064074999999999979 -0.067534999999999998 -0.079524999999999985 0.022565000000000005 -0.079119999999999982
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=2 3 6 5 -4 -2 11 8 -6 -7 -5 13 -9 15 16 -1 18 -18 -15 20 24 -22 -17 -14 -8
right_child=1 -3 4 10 7 9 19 12 -10 -11 -12 -13 23 14 -16 22 17 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.001535192356404292 0.00053515679553483252 0.00010565157479968094 0.0010257938200829979 0.0020264773100483065 0.0018425269640399823 0.0009409299057121063 0.0021612406657105449 0.0016083544197560186 0.0010012573197029028 0.0015044410666476208 0.0014637530925903969 0.0024509964780072861 0.0018762624660115263 0.0023911531946631251 0.0024422393265952245 0.0021647170110933446 0.0022185259762141085 0.001819363885185857 0.0020932185575161322 0.0015174096402312861 0.0018972822920705083 0.0015362319448289335 0.0018404546923009718 0.0022034396161698055 0.0019165722923343126
leaf_weight=53 83 80 82 52 76 63 56 54 52 74 54 58 62 85 81 85 57 172 572 56 83 69 62 72 60
leaf_count=53 83 80 82 52 76 63 56 54 52 74 54 58 62 85 81 85 57 172 572 56 83 69 62 72 60
internal_value=0 0.00100511 0.00194278 0.00122572 0.00160356 0.000977708 0.00202992 0.00175337 0.00150104 0.00124557 0.00174014 0.00208954 0.00192499 0.00207155 0.00210746 0.00189772 0.00207682 0.00191887 0.00213182 0.00180436 0.00186419 0.00173362 0.00202819 0.00205232 0.00203499
internal_weight=0 406 1947 326 398 220 1549 316 128 137 106 1225 188 1167 967 200 886 229 657 324 268 152 147 134 116
internal_count=2353 406 1947 326 398 220 1549 316 128 137 106 1225 188 1167 967 200 886 229 657 324 268 152 147 134 116
is_linear=0
shrinkage=0.0032998


Tree=4071
num_leaves=20
num_cat=0
split_feature=1 10 4 4 12 49 2 52 1 51 39 15 16 4 483 52 1 42 4
split_gain=16.3467 2.60046 2.34567 1.87101 1.56828 1.15384 1.16051 1.26519 0.943162 0.753071 0.693724 0.691288 0.655427 0.651385 0.431215 0.403721 0.551918 0.385914 0.0771918
threshold=0.10915500000000002 -1.0000000180025095e-35 0.36766000000000004 -0.010739999999999998 -0.070844999999999977 -0.089819999999999983 0.093365000000000017 -0.45478499999999994 0.084525000000000003 -0.067059999999999995 0.087880000000000014 -0.094924999999999995 0.053535000000000006 -0.0058549999999999991 0.092420000000000016 0.10963000000000002 0.080270000000000022 0.088020000000000015 -0.46376499999999993
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 -3 13 -6 14 18 12 -5 11 -11 -9 -1 15 16 -7 -17 -8
right_child=1 3 -4 9 5 6 7 8 -10 10 -12 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=0.00094663332951608749 0.00031686658225507354 0.0014658479515928927 0.00088166613090015359 0.0011887868523720103 0.0020058246409343176 0.0017005100305459934 0.001881141687412722 0.0015357600328662568 0.00098273829687944261 0.0010507462103915785 0.00043738517039883316 0.00058024590433033182 0.001208589869762876 0.0014671549901919092 0.0013800860687827687 0.0020122895893067991 0.0015359529947049609 0.0016579169220192122 0.0016892613024176186
leaf_weight=54 81 68 52 56 80 672 53 241 57 91 55 55 94 52 61 70 341 68 52
leaf_count=54 81 68 52 56 80 672 53 241 57 91 55 55 94 52 61 70 341 68 52
internal_value=0 0.000846502 0.0015746 0.000978395 0.0015936 0.00161676 0.00159853 0.00146363 0.00137707 0.000849282 0.000754518 0.000873744 0.00144406 0.00120232 0.00165382 0.00166829 0.00164515 0.00183793 0.00178645
internal_weight=0 406 1947 325 1895 1789 1709 497 392 257 201 146 335 106 1212 1151 1013 138 105
internal_count=2353 406 1947 325 1895 1789 1709 497 392 257 201 146 335 106 1212 1151 1013 138 105
is_linear=0
shrinkage=0.0032998


Tree=4072
num_leaves=18
num_cat=0
split_feature=39 13 0 0 43 52 49 159 52 13 11 0 52 13 43 133 0
split_gain=41.2442 33.9703 5.9574 5.96268 4.20186 3.52388 1.85245 1.83048 1.75575 1.4951 1.11654 1.68788 1.16346 0.875771 0.775354 0.676792 0.594072
threshold=0.081875000000000017 -0.16392499999999996 -0.066849999999999979 -0.22607999999999998 -0.049364999999999992 -0.51745999999999992 0.10969000000000002 0.08573500000000002 -0.081594999999999987 0.046185000000000004 0.078340000000000007 -0.095419999999999991 0.0043000000000000009 -0.0041499999999999983 -0.080474999999999977 0.071360000000000021 -0.086034999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 8 -4 10 -1 -2 13 11 12 -5 15 -10 -7 -13
right_child=4 2 5 6 -6 9 -8 -9 14 -11 -12 16 -14 -15 -16 -17 -18
leaf_value=0.0012107652514313026 0.0013228199904929735 0.0019053812159491941 0.0027646258613250644 0.0023233251426883947 0.0018118057186311506 0.0017540429367175062 0.0022745699564723425 0.00041807096735244282 0.00086344291620270351 0.0016269455815951072 0.0032517655663135132 0.0029355078525695293 0.002798383217518647 0.0024554747237688149 0.00034348012425248521 0.0022726912280125766 0.0027697287717362413
leaf_weight=82 62 95 101 142 70 59 82 52 75 71 55 354 95 80 54 53 771
leaf_count=82 62 95 101 142 70 59 82 52 75 71 55 354 95 80 54 53 771
internal_value=0 0.00251117 0.00262118 0.00270826 0.00111974 0.00223973 0.00275912 0.000903415 0.000865924 0.00203802 0.00278714 0.00276835 0.0025139 0.00218984 0.000646057 0.00199979 0.00282193
internal_weight=0 2092 1958 1594 261 364 1499 134 191 263 1417 1362 237 192 129 112 1125
internal_count=2353 2092 1958 1594 261 364 1499 134 191 263 1417 1362 237 192 129 112 1125
is_linear=0
shrinkage=0.0032998


Tree=4073
num_leaves=12
num_cat=0
split_feature=41 4 16 11 1452 1213 1213 4 13 3 4
split_gain=0.438167 0.465635 0.405905 0.38405 0.315732 0.33043 0.404781 0.40468 0.310288 0.237064 0.493733
threshold=0.091290000000000024 0.27161500000000005 -0.34140499999999996 0.086595000000000019 0.086765000000000023 0.099360000000000018 0.084705000000000016 -0.47860499999999995 0.24679500000000001 -0.049509999999999992 0.42953500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 7 -1 -9 -3 -11
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=0.018866419951285348 0.023709583143240835 0.013800884501907633 -0.010325114595491508 0.023209238780517887 0.018263440270343732 0.017584505740340546 -0.0069364434076273481 0.0070529179169071194 0.019399265690658946 -0.010861206719395059 0.010443189025119622
leaf_weight=94 53 62 63 53 93 101 52 1597 60 55 70
leaf_count=94 53 62 63 53 93 101 52 1597 60 55 70
internal_value=0 0.00821342 0.00134813 0.00904977 0.00867308 0.0082037 0.00767721 0.00811222 0.00750106 0.00529044 0.00105488
internal_weight=0 2300 250 2050 1997 1904 1803 1751 1657 187 125
internal_count=2353 2300 250 2050 1997 1904 1803 1751 1657 187 125
is_linear=0
shrinkage=0.16829


Tree=4074
num_leaves=17
num_cat=0
split_feature=4 123 13 14 14 16 4 457 4 4 1213 48 13 16 16 16
split_gain=10.2877 5.18041 2.90997 1.61093 1.26477 1.78085 1.11277 1.45117 0.849758 0.587453 0.700309 0.669274 0.36111 0.263557 0.230833 0.315865
threshold=0.30163500000000004 1.0000000180025095e-35 -0.16392499999999996 0.019675000000000002 -0.45282499999999992 -0.44010499999999991 0.032965000000000001 0.069910000000000014 0.056640000000000003 -0.0011949999999999997 0.060985000000000004 0.086035000000000014 -0.0098899999999999978 -0.54057999999999995 -0.4582 -0.13895999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -2 13 7 9 -8 10 -4 -11 -3 -6 -10 -16
right_child=4 12 3 -5 5 -7 8 -9 14 11 -12 -13 -14 -15 15 -17
leaf_value=0.00081809229940499025 0.0011197316122499165 0.0008803243995933631 0.0014334455344600259 0.0019551343656627048 0.00090458696355358206 2.2706264522004028e-05 0.00087089525440957587 0.0010417071661570545 0.0015046974249352577 0.0018611808360719769 0.0016761595230374579 0.0014211954336045937 0.00052476727184250379 0.00061278794254409263 0.0010443331350090965 0.0013604355820073643
leaf_weight=85 52 80 1155 65 58 53 57 86 59 91 148 66 52 84 52 110
leaf_count=85 52 80 1155 65 58 53 57 86 59 91 148 66 52 84 52 110
internal_value=0 0.00137397 0.00141631 0.00144321 0.000661844 0.00053956 0.00142495 0.00145963 0.00123193 0.00148423 0.00146104 0.00167644 0.000740523 0.000732222 0.00132489 0.00125919
internal_weight=0 2106 1974 1889 247 195 1824 1546 278 1460 1303 157 132 142 221 162
internal_count=2353 2106 1974 1889 247 195 1824 1546 278 1460 1303 157 132 142 221 162
is_linear=0
shrinkage=0.0032998


Tree=4075
num_leaves=25
num_cat=0
split_feature=11 16 15 448 1 1 15 151 15 151 1 133 15 15 133 12 40 15 13 13 401 13 15 16
split_gain=0.89961 1.0207 0.554445 0.486225 0.471718 0.406154 0.374514 0.531454 0.401599 0.316013 0.249387 0.346905 0.312683 0.253071 0.250557 0.359091 0.242968 0.3097 0.271599 0.210743 0.25685 0.204097 0.143176 0.124007
threshold=0.077415000000000012 0.034535000000000003 0.083815000000000014 -0.068129999999999982 0.089475000000000013 0.14566000000000004 -0.0043649999999999991 -0.083844999999999989 -0.10312999999999999 -0.085164999999999977 0.092485000000000026 0.11370000000000001 0.11469500000000001 0.11754500000000001 -0.014614999999999998 0.085185000000000025 -1.0000000180025095e-35 -0.10753999999999998 -0.061199999999999991 -0.0078949999999999975 0.089695000000000011 -0.050754999999999995 0.09116500000000001 -0.0093349999999999978
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 -2 3 -1 9 6 7 -6 -9 23 11 12 14 -12 19 -16 -11 -18 -19 20 -4 -13 -17 -5
right_child=1 -3 10 4 5 -7 -8 8 -10 16 13 21 -14 -15 15 22 17 18 -20 -21 -22 -23 -24 -25
leaf_value=0.019441109814758425 0.0040930400301128966 0.031331740754245843 0.0022192239650283517 0.020884095979378726 -0.01193707226451411 0.013529202430389912 -0.014306579441417246 -0.0033568518228734782 0.0077517822144643729 0.015363316509060386 0.0097657919583163319 -0.0049877304095207438 -0.00033355712914426506 0.025591871182604635 0.028640240240950063 0.0084144591037502107 0.013748624413950212 0.0058392470092277007 -0.0020551407155710334 0.01739488400514853 0.015463675044275219 0.0071216095951989978 0.019105699092846741 0.0092819301413737156
leaf_weight=58 69 90 141 52 84 57 57 164 210 59 62 70 63 54 53 94 80 289 215 62 59 90 58 54
leaf_count=58 69 90 141 52 84 57 57 164 210 59 62 70 63 54 53 94 80 289 215 62 59 90 58 54
internal_value=0 0.0195225 0.00640462 0.0043528 0.00368897 4.67356e-05 -0.00144201 0.000155116 0.00287581 0.00646809 0.00991288 0.00869384 0.0107678 0.0171486 0.0122693 0.0166859 0.00506036 0.0040164 0.00246804 0.00880665 0.00613532 0.00181254 0.0125058 0.0149905
internal_weight=0 159 2185 1379 1321 572 515 458 374 749 806 690 530 116 467 205 643 584 504 262 200 160 152 106
internal_count=2344 159 2185 1379 1321 572 515 458 374 749 806 690 530 116 467 205 643 584 504 262 200 160 152 106
is_linear=0
shrinkage=0.16829


Tree=4076
num_leaves=19
num_cat=0
split_feature=11 16 4 4 403 12 1 158 1213 51 156 43 43 16 4 16 15 403
split_gain=0.622228 0.728535 0.424295 0.571835 0.435964 0.518842 0.79559 0.306505 0.305631 0.326441 0.348869 0.296592 0.501497 0.85977 0.71259 0.353196 0.323784 0.244218
threshold=0.077415000000000012 0.062910000000000008 0.024315000000000003 0.056640000000000003 0.085190000000000002 -0.007389999999999999 0.10259000000000001 0.10874500000000002 0.12389500000000002 -0.13690499999999997 0.088610000000000008 0.10183500000000002 -0.073574999999999988 -0.44010499999999991 0.45363500000000007 -0.28430999999999995 -0.092364999999999989 0.14530000000000001
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 -4 5 6 -1 8 9 -7 -11 12 13 -5 15 -14 -15 -6
right_child=1 -3 3 11 17 7 -8 -9 -10 10 -12 -13 14 16 -16 -17 -18 -19
leaf_value=0.01099688051931871 0.0048914783981280682 0.027707300253194931 -0.012172079104100772 0.012475884258707569 0.021467979609458395 0.016685659098999998 -0.016473636258380216 0.018794936760516478 0.01801300208056297 0.0057021090783001393 -0.0059409819674984508 -0.0067961255053652098 -0.002434316722864492 -0.020354877080198057 0.025644571457343036 0.0140585484444861 -0.0020285723306936211 0.0086131269060389145
leaf_weight=52 80 79 77 77 81 71 70 57 59 1082 78 68 88 52 64 63 58 88
leaf_count=52 80 79 77 77 81 71 70 57 59 1082 78 68 88 52 64 63 58 88
internal_value=0 0.0162389 0.00532817 0.00126595 0.00668362 0.00575039 -0.00475017 0.00670278 0.00616708 0.00559786 0.00491766 0.00347133 0.00521258 -0.00115223 0.0107568 0.00443491 -0.0107082 0.014785
internal_weight=0 159 2185 547 1638 1469 122 1347 1290 1231 1160 470 402 187 215 151 110 169
internal_count=2344 159 2185 547 1638 1469 122 1347 1290 1231 1160 470 402 187 215 151 110 169
is_linear=0
shrinkage=0.16829


Tree=4077
num_leaves=15
num_cat=0
split_feature=160 1 2 15 12 15 4 0 4 4 0 1210 0 2
split_gain=0.665702 0.454803 0.55486 0.410756 0.319784 0.620936 0.751417 0.606292 0.509267 0.496795 0.39213 0.336576 0.233616 0.195574
threshold=-0.54856499999999986 0.14828500000000003 0.14870000000000003 0.12549000000000002 0.083325000000000024 -0.026169999999999995 -0.14538499999999996 -0.067969999999999989 0.20353000000000002 0.036620000000000007 -0.10803999999999998 -0.080859999999999974 -0.048199999999999993 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 -2 11 -11 -6 -13 -12
right_child=1 -3 -4 -5 9 6 -8 -9 -10 10 13 12 -14 -15
leaf_value=0.023352408053091078 0.0139984457725235 0.020175674552415174 -0.010947985119573881 0.017998399759734246 -0.0028147540171867894 0.0039605562916479537 -0.017430800183026764 -0.0071135346344899262 0 0.0098517967557005919 0.0013388456938353481 0.006886156599112154 0.015555148187708021 -0.010988812391504513
leaf_weight=55 182 52 66 64 95 90 96 94 124 58 58 1117 96 97
leaf_count=55 182 52 66 64 95 90 96 94 124 58 58 1117 96 97
internal_value=0 0.0046076 0.00424491 0.00470762 0.00430306 0.000959179 -0.00707048 0.00469746 0.00833155 0.00559018 -0.00194021 0.00681784 0.00757372 -0.00636429
internal_weight=0 2289 2237 2171 2107 586 186 400 306 1521 213 1308 1213 155
internal_count=2344 2289 2237 2171 2107 586 186 400 306 1521 213 1308 1213 155
is_linear=0
shrinkage=0.16829


Tree=4078
num_leaves=25
num_cat=0
split_feature=1 52 3 2 2 2 2 12 11 12 0 0 12 1 43 52 49 2 480 474 49 52 4 52
split_gain=24.6275 6.91438 3.24955 2.11183 2.18887 2.02668 1.69648 1.19162 1.13252 0.861977 0.819544 0.491614 0.478748 0.459899 0.439332 0.383957 0.36323 0.278775 0.208524 0.221496 0.187603 0.262402 0.159046 0.154078
threshold=0.10141500000000002 -0.41304999999999997 -0.052614999999999995 -1.0000000180025095e-35 0.14721500000000001 0.10322500000000003 0.091955000000000023 0.054520000000000006 0.075910000000000019 0.090255000000000016 -0.11208499999999998 -0.11912999999999999 -1.0000000180025095e-35 0.091275000000000009 -0.038674999999999994 -0.085924999999999987 -0.004729999999999999 0.099675000000000014 0.086230000000000015 0.083685000000000023 0.10470500000000001 -1.0000000180025095e-35 -0.013324999999999998 0.10347000000000002
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=6 -2 5 -4 11 -3 8 17 10 -9 -1 12 -5 15 -15 16 -12 -8 19 -17 21 -11 23 -23
right_child=1 2 3 4 -6 -7 7 9 -10 20 13 -13 -14 14 -16 18 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0018969387458166555 0.0022854093262840427 0.0020266673105632819 0.00062510608226294228 0.0010141753425286298 0.00070564882556366064 0.0012397542461591075 0.0019107684589192071 0.0023942625853312673 0.0027165468349127954 0.0022297075749121557 0.0023398805712814851 0.0016006176128062154 0.0014243386992945073 0.0019208756752976217 0.0022890960305444476 0.0022970324104579498 0.0019910621845867162 0.0015862280161951193 0.0020993598621232715 0.0024996089393552528 0.0018731013128539102 0.0022004311382394898 0.0018809321992802638 0.0019764838616401297
leaf_weight=83 80 77 87 52 69 67 53 87 52 81 52 75 80 90 61 606 96 69 55 70 74 63 79 86
leaf_count=83 80 77 87 52 69 67 53 87 52 81 52 75 80 90 61 606 96 69 55 70 74 63 79 86
internal_value=0 0.00138331 0.00124089 0.00107423 0.00121567 0.00166078 0.00216419 0.00201973 0.00223756 0.00209551 0.00221515 0.00138551 0.00126303 0.00224076 0.00206986 0.00227007 0.00211386 0.00172751 0.00230165 0.00231806 0.00202756 0.00206444 0.00200557 0.00207141
internal_weight=0 587 507 363 276 144 1757 592 1165 470 1113 207 132 1030 151 879 148 122 731 676 383 309 228 149
internal_count=2344 587 507 363 276 144 1757 592 1165 470 1113 207 132 1030 151 879 148 122 731 676 383 309 228 149
is_linear=0
shrinkage=0.0032998


Tree=4079
num_leaves=14
num_cat=0
split_feature=3 2 2 3 455 4 15 3 15 4 123 456 16
split_gain=0.575413 0.896953 0.742237 0.47342 0.365489 0.475159 0.378032 0.589772 0.385711 0.334321 0.248647 0.238606 0.299333
threshold=-0.14443999999999999 0.086165000000000005 -0.087244999999999975 -0.11197999999999998 1.0000000180025095e-35 0.0030100000000000001 -0.026169999999999995 0.096440000000000012 -0.40312499999999996 -0.47860499999999995 0.084080000000000016 0.087225000000000011 -0.0074349999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 10 7 8 -7 -3 11 12 -5
right_child=2 9 3 4 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.033381124299407608 -0.01472141475132069 0.018128070897690186 -0.0090370965144411022 0.0078927368495585563 0.019553513676103758 -0.010412217833765513 -0.010883120580672688 0.014373429892012247 0.0026322297321775918 0.0017732982581306238 0.01849953289516729 0.015538350031810413 0.0022913996650667985
leaf_weight=52 53 56 62 872 54 80 63 102 325 97 53 82 393
leaf_count=52 53 56 62 872 54 80 63 102 325 97 53 82 393
internal_value=0 0.0142761 0.00493666 0.00543698 0.00588124 0.00550556 0.00140553 0.00293607 5.11126e-05 0.0077711 0.00717357 0.0067266 0.00615398
internal_weight=0 205 2139 2086 2024 1970 570 507 405 153 1400 1347 1265
internal_count=2344 205 2139 2086 2024 1970 570 507 405 153 1400 1347 1265
is_linear=0
shrinkage=0.16829


Tree=4080
num_leaves=21
num_cat=0
split_feature=12 13 156 15 12 52 52 13 48 12 475 151 51 13 13 48 1446 12 15 15
split_gain=10.5089 3.67272 2.56281 3.15204 2.05844 1.26543 1.89116 1.21211 0.762557 0.519075 0.461223 0.430771 0.355923 0.534365 0.250121 0.378222 0.53686 0.161983 0.26568 0.195564
threshold=0.054520000000000006 -0.33260499999999998 0.093155000000000002 -0.24269999999999997 0.13820000000000002 -0.087769999999999987 -0.080064999999999983 -0.15569499999999997 0.092475000000000016 0.095330000000000012 -0.085684999999999997 -0.00016499999999999997 -0.033449999999999987 0.0083850000000000018 -0.097519999999999982 0.093265000000000015 0.088500000000000009 0.11512500000000002 -0.033689999999999991 0.101705
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 -1 3 -3 7 -5 -7 -2 11 10 -9 -8 13 -11 -12 16 -16 18 -14 -20
right_child=4 2 -4 5 -6 6 8 9 -10 12 14 -13 17 -15 15 -17 -18 -19 19 -21
leaf_value=-3.7932491420236984e-05 0.0005924801809801439 1.4384309142671638e-05 0.0013222252063775171 0.0010395333967807611 0.00042593462795731255 5.7236783180316192e-05 0.00061640655244033112 0.0013733877134686197 0.00040883834823822305 0.0010290103479192625 0.0013070833598928728 0.00098548935761883904 0.00086059570033508107 0.00058649184483760034 0.0010940791457832388 0.00084948615952502263 0.0014209139625048933 0.0012193432772328904 0.0011629689802970067 0.00092108807835016937
leaf_weight=97 55 87 57 96 55 56 53 79 56 71 68 102 82 52 924 64 59 55 125 54
leaf_count=97 55 87 57 96 55 56 53 79 56 71 68 102 82 52 924 64 59 55 125 54
internal_value=0 0.00055 0.000662553 0.000578917 0.00105522 0.000714121 0.000596986 0.0010757 0.00074007 0.00109195 0.00112785 0.000859514 0.000994251 0.000842216 0.00111042 0.00109761 0.00111373 0.00105332 0.0010182 0.0010902
internal_weight=0 604 507 450 1743 363 267 1688 211 1633 1194 155 439 123 1115 1047 983 316 261 179
internal_count=2347 604 507 450 1743 363 267 1688 211 1633 1194 155 439 123 1115 1047 983 316 261 179
is_linear=0
shrinkage=0.0032998


Tree=4081
num_leaves=16
num_cat=0
split_feature=151 0 11 43 4 43 131 456 4 4 2 1429 0 2 0
split_gain=0.435997 0.51542 0.646546 0.591439 1.20841 0.273306 0.38499 0.347703 0.304043 0.237041 0.229634 0.214304 0.261707 0.177922 0.10634
threshold=0.084990000000000024 0.0037850000000000002 0.086945000000000008 -0.083944999999999978 -0.42305999999999994 -0.085349999999999995 0.094990000000000019 0.084890000000000007 0.41696500000000003 0.043850000000000007 0.093765000000000015 -1.0000000180025095e-35 -0.15385999999999997 0.085195000000000007 -0.080309999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 7 8 9 11 10 14 -7 -13 -8 -1
right_child=-2 3 -4 4 -6 6 13 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.0092144234854612591 0.016891054130658525 -0.017963105434819555 0.024016188379338482 0.014016908908050095 -0.01428789676182333 0.013371726276926767 0.0076192473776127267 0.021782083766978155 -0.0064937877961756931 -0.001381142584375289 0.017652638272075152 0.01176930250694426 0.0027522913613667694 0.019797286174865536 0.001168534863857242
leaf_weight=142 88 55 53 101 74 65 86 53 84 73 71 99 1176 57 70
leaf_count=142 88 55 53 101 74 65 86 53 84 73 71 99 1176 57 70
internal_value=0 0.00480767 0.00566382 -0.00273725 0.00203775 0.00517066 0.00415739 0.00904842 0.00331976 0.00714763 0.00935398 0.00393628 0.00345384 0.012486 0.00656624
internal_weight=0 2259 2029 230 175 1976 1567 409 1424 356 283 1340 1275 143 212
internal_count=2347 2259 2029 230 175 1976 1567 409 1424 356 283 1340 1275 143 212
is_linear=0
shrinkage=0.16829


Tree=4082
num_leaves=19
num_cat=0
split_feature=1 3 3 3 4 4 1 1 11 4 0 0 11 16 3 16 1213 49
split_gain=11.8994 4.84768 1.87868 1.17811 1.11359 0.797334 0.726328 0.622423 0.574162 0.664065 1.43132 0.620891 0.491627 0.421942 0.330129 0.637874 0.321134 0.0332315
threshold=0.104035 -0.055839999999999994 0.31343500000000007 0.077930000000000013 0.043850000000000007 0.094510000000000025 0.13075500000000004 0.083555000000000018 1.0000000180025095e-35 -0.47860499999999995 -0.010949999999999998 -0.13010499999999997 0.084680000000000019 -0.10803999999999998 -0.082844999999999988 -0.096494999999999984 -0.086979999999999988 0.0016050000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 6 8 -2 -3 13 9 -1 11 -11 -10 17 16 -16 -13 -6
right_child=1 2 -4 -5 7 -7 -8 -9 12 10 -12 14 -14 -15 15 -17 -18 -19
leaf_value=0.0017501948333445061 0.0014759195734231809 0.00072198319625029362 0.00017111468550095251 0.0010105065367016477 0.001356378145376835 0.0010275727143005992 0.00023476512660580544 0.00089365197958093034 0.0018735465684029263 0.0011298025586047912 0.00087031714245054887 0.0017097868241919205 0.0014268765326614053 0.0010980969173506978 0.0017184836923468615 0.0013538437566134099 0.0014658721601643924 0.00148725940789148
leaf_weight=62 96 94 85 103 56 80 52 59 58 77 54 68 52 78 58 611 552 52
leaf_count=62 96 94 85 103 56 80 52 59 58 77 54 68 52 78 58 611 552 52
internal_value=0 0.000828963 0.00059523 0.000739867 0.00139889 0.00127233 0.000548695 0.00119093 0.00143087 0.00141364 0.00139892 0.00141979 0.00166271 0.00128504 0.00143709 0.00138551 0.00149268 0.00141972
internal_weight=0 510 334 249 1837 176 146 245 1592 1482 1420 1366 110 186 1289 669 620 108
internal_count=2347 510 334 249 1837 176 146 245 1592 1482 1420 1366 110 186 1289 669 620 108
is_linear=0
shrinkage=0.0032998


Tree=4083
num_leaves=10
num_cat=0
split_feature=13 49 49 9 14 43 447 482 159
split_gain=0.659159 0.438906 0.651668 0.438199 0.401796 0.328558 0.288523 0.276246 0.258074
threshold=-0.43167499999999998 -0.088014999999999996 -0.081019999999999981 0.081890000000000004 0.077685000000000018 -0.080419999999999978 0.086195000000000008 0.11117500000000001 0.11672
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 6 -2 7 8 -4
right_child=1 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.009751183779542932 0.0076024602506785232 -0.013122364074261565 0.0046252510443200714 0.021031232222011795 -0.0088019901043662439 0.024514172102562761 0.017175897764245145 0.017172037313028597 0.014237886998836083
leaf_weight=79 72 53 1777 52 55 60 61 55 83
leaf_count=79 72 53 1777 52 55 60 61 55 83
internal_value=0 0.00587851 0.00529524 0.00576472 0.00537296 0.0153032 0.00576842 0.00540411 0.00505517
internal_weight=0 2268 2136 2083 2031 132 1976 1915 1860
internal_count=2347 2268 2136 2083 2031 132 1976 1915 1860
is_linear=0
shrinkage=0.16829


Tree=4084
num_leaves=22
num_cat=0
split_feature=1 3 2 2 1 39 2 42 11 2 16 1 2 3 3 1 42 2 1 2 42
split_gain=11.0094 2.93831 1.45339 1.58292 0.971233 0.779627 0.751817 0.871199 0.617037 0.567048 0.52181 0.470229 0.956702 0.478674 0.452573 0.350904 0.29915 0.281749 0.254746 0.334057 0.115256
threshold=0.10384000000000002 -0.055839999999999994 -1.0000000180025095e-35 0.10859000000000001 0.13630500000000004 0.081875000000000017 0.10836000000000003 0.080060000000000006 1.0000000180025095e-35 0.10731 -0.06421499999999998 0.086920000000000011 0.087710000000000024 -0.097094999999999987 -0.078254999999999977 0.11646000000000002 0.088285000000000016 0.090000000000000011 0.084795000000000023 0.083855000000000013 0.091545000000000015
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 9 -3 -4 10 6 8 -8 11 15 -5 13 14 17 16 -2 -13 -1 19 -15 -16
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 -12 12 -14 18 20 -17 -18 -19 -20 -21 -22
leaf_value=0.0016488779350476376 0.0013526376743032502 9.1270531144550121e-05 0.0011222683281186033 0.00081223793734705365 0.00017342237742289047 0.00092926848180823949 0.00078668994621486073 0.0012494533139694563 0.0015220464233194804 0.00078316510942539523 0.00039480420803693795 0.001227110492958055 0.00074161827948788324 0.001034919783182157 0.0015069982241207186 0.00098256573697992947 0.00095214916241254284 0.0013179136107993779 0.001483054129088726 0.0012687189502603368 0.0012848623629645338
leaf_weight=60 57 73 54 84 71 89 80 101 101 67 54 114 54 74 52 57 72 56 56 863 58
leaf_count=60 57 73 54 84 71 89 80 101 101 67 54 114 54 74 52 57 72 56 56 863 58
internal_value=0 0.000686559 0.00050377 0.000618132 0.000487707 0.00123206 0.00124752 0.00104511 0.00127098 0.00102569 0.00064915 0.00125358 0.0011472 0.00128712 0.00122107 0.00116791 0.00112086 0.00148941 0.00126345 0.00125029 0.00139019
internal_weight=0 517 336 263 209 1830 1741 181 1560 181 138 1459 350 1109 296 114 186 116 993 937 110
internal_count=2347 517 336 263 209 1830 1741 181 1560 181 138 1459 350 1109 296 114 186 116 993 937 110
is_linear=0
shrinkage=0.0032998


Tree=4085
num_leaves=26
num_cat=0
split_feature=1 52 52 1 10 2 0 124 2 0 43 484 1456 0 150 484 52 52 484 52 2 0 1213 52 157
split_gain=37.1973 7.70887 5.43806 2.54331 2.21082 2.18498 1.90327 1.5709 0.820519 0.736278 0.490291 0.47914 0.401865 0.492174 0.400329 0.335385 0.31049 0.393679 0.2729 0.445758 0.341704 0.255024 0.247035 0.232148 0.215297
threshold=0.10141500000000002 -0.41304999999999997 0.13378000000000004 0.12719000000000003 -1.0000000180025095e-35 0.10161500000000002 -0.071844999999999978 -0.076164999999999983 0.093365000000000017 0.053930000000000006 -0.041094999999999993 0.076210000000000014 0.084805000000000019 -0.076209999999999986 1.0000000180025095e-35 -0.080129999999999993 0.05118000000000001 -0.41304999999999997 -0.042224999999999992 0.10539000000000001 0.085325000000000012 -0.095869999999999983 -0.011639999999999998 0.13248000000000001 -0.085929999999999992
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=7 -2 3 5 -5 -3 -6 -1 10 15 12 18 13 22 -7 -10 17 -17 -12 20 -20 -19 -9 -18 -24
right_child=1 2 -4 4 6 14 -8 8 9 -11 11 -13 -14 -15 -16 16 23 21 19 -21 -22 -23 24 -25 -26
leaf_value=0.0015036617803630909 0.0020561574980825542 0.0013869720866644707 0.0017627296911395213 -0.00010740249029469848 0.0002916760619569934 0.00089262912504441561 0.0011169684452605072 0.0022188375004934709 0.0022124025178242857 0.001567557323595597 0.0018930335800538887 0.0024464613657478877 0.002286821915910375 0.0016945681887439242 0.00056658685930235497 0.0020300759896743057 0.0021782989142675765 0.0019069468659026428 0.0021915482060282203 0.0024334039593816889 0.0020000170135986823 0.0016070879817210604 0.0021729696722261661 0.0019299473601072429 0.0019604884610214496
leaf_weight=63 73 92 70 52 61 98 61 64 56 57 54 56 56 57 72 82 77 56 249 54 183 76 65 99 359
leaf_count=63 73 92 70 52 61 98 61 64 56 57 54 56 56 57 72 82 77 56 249 54 183 76 65 99 359
internal_value=0 0.00105334 0.000908592 0.000771379 0.000461738 0.000976885 0.000704611 0.00201747 0.00203649 0.00192375 0.00208384 0.00215179 0.0020164 0.00198855 0.000754748 0.00196919 0.00193418 0.00184796 0.00212117 0.00214645 0.0021105 0.00173457 0.00202282 0.0020388 0.00199315
internal_weight=0 579 506 436 174 262 122 1763 1700 503 1197 596 601 545 170 446 390 214 540 486 432 132 488 176 424
internal_count=2342 579 506 436 174 262 122 1763 1700 503 1197 596 601 545 170 446 390 214 540 486 432 132 488 176 424
is_linear=0
shrinkage=0.0032998


Tree=4086
num_leaves=22
num_cat=0
split_feature=4 3 39 43 4 15 15 12 4 52 160 15 12 42 15 4 129 12 47 47 15
split_gain=31.3753 11.7728 6.89136 2.03523 2.01937 3.84851 1.85918 3.2086 1.8486 1.84761 1.37408 1.04334 1.50708 1.00325 0.647404 0.600156 0.43729 0.249799 0.209785 0.425871 0.177934
threshold=0.41181500000000004 0.11745500000000002 0.081875000000000017 -0.073404999999999984 0.51400500000000016 -0.42759999999999992 1.0000000180025095e-35 0.083865000000000009 -0.13833499999999996 -0.12329499999999999 0.083410000000000026 -0.097984999999999989 0.081810000000000008 0.097535000000000011 0.11469500000000001 -0.093344999999999997 0.085885000000000017 0.09567500000000001 0.077555000000000013 0.099745000000000014 -0.072469999999999993
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 2 6 10 5 -2 8 -8 9 -1 -4 18 -13 -14 15 -9 -17 -16 -10 -20 -3
right_child=4 20 3 -5 -6 -7 7 14 11 -11 -12 12 13 -15 17 16 -18 -19 19 -21 -22
leaf_value=0.0021217086625739843 0.0016736341425346 0.0011026857749709296 0.00091536366069567274 0.0020094912030005083 0.00032547544216414166 0.00055608481991168096 0.0028608065872791359 0.0025734381332164495 0.0021926007545158377 0.0013471750718677946 0.0016247920790510508 0.0016007446835267522 0.0021534794306743909 0.0016859141949455512 0.0021582812597097183 0.0022470376688900049 0.0019742372781611952 0.0018505391554452164 0.0026294396343467231 0.0022222072566967549 0.00082627887037870255
leaf_weight=62 54 52 67 53 81 89 90 56 77 74 54 72 530 56 52 506 76 72 57 59 53
leaf_count=62 54 52 67 53 81 89 90 56 77 74 54 72 530 56 52 506 76 72 57 59 53
internal_value=0 0.00204131 0.00209751 0.0014692 0.000742419 0.000978343 0.00215694 0.00227027 0.00205908 0.00170053 0.00123226 0.00211634 0.00205331 0.00210886 0.00220048 0.0022433 0.00221147 0.00197988 0.00233103 0.00242262 0.000963502
internal_weight=0 2118 2013 174 224 143 1839 852 987 136 121 851 658 586 762 638 582 124 193 116 105
internal_count=2342 2118 2013 174 224 143 1839 852 987 136 121 851 658 586 762 638 582 124 193 116 105
is_linear=0
shrinkage=0.0032998


Tree=4087
num_leaves=12
num_cat=0
split_feature=4 14 3 15 0 40 151 3 15 156 0
split_gain=1.00578 1.16087 0.608771 0.774678 0.494858 0.414249 0.514557 0.495548 0.515155 0.377703 0.287301
threshold=0.51136500000000018 -0.10708499999999999 0.11745500000000002 -0.23041999999999999 -0.087404999999999997 -0.083564999999999987 0.085465000000000013 -0.12595999999999999 0.079575000000000021 0.10299500000000002 -0.10891999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -5 7 8 -7 -9 -4
right_child=4 2 10 5 -6 6 -8 9 -10 -11 -12
leaf_value=0.029938371285499761 0.003196706492934197 -0.011758158612660571 -0.01035190779285439 -0.0037611672349030841 -0.019779531745744362 -0.0040820163708164886 0.023928792913447509 0.010270910885502391 0.015353942020763175 -0.0027970341625895541 0.005734057925152857
leaf_weight=68 52 53 75 71 54 150 66 1582 52 65 54
leaf_count=68 52 53 75 71 54 150 66 1582 52 65 54
internal_value=0 0.00827782 0.0075976 0.00830719 -0.00849122 0.00884357 0.00931184 0.00878912 0.000912406 0.00975408 -0.00360432
internal_weight=0 2236 2168 2039 106 1986 1915 1849 202 1647 129
internal_count=2342 2236 2168 2039 106 1986 1915 1849 202 1647 129
is_linear=0
shrinkage=0.16829


Tree=4088
num_leaves=16
num_cat=0
split_feature=4 14 0 15 16 51 15 156 51 16 16 0 474 0 16
split_gain=0.742097 0.436351 0.443255 0.62388 0.958285 0.423663 0.719203 0.330849 0.353263 0.45016 0.439377 0.36739 0.405421 0.359596 0.252901
threshold=0.51400500000000016 -0.10708499999999999 -0.14454499999999995 0.079575000000000021 -0.34140499999999996 0.11178000000000002 -0.070049999999999987 0.10208000000000002 -0.024714999999999997 -0.014034999999999997 1.0000000180025095e-35 -0.085669999999999982 0.088125000000000009 -0.072674999999999976 0.41331000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 8 11 13 -11 -4 -13 -10 -9
right_child=-2 2 5 -5 -6 6 -8 14 9 10 -12 12 -14 -15 -16
leaf_value=0.018182374614019697 -0.0095651703759840195 0.0084830195114118968 0.022681561519823173 0.013949100409774564 -0.018532841899115984 0.0075298767709267014 -0.01679256039661391 -0.0096815725868735648 0.0075589119214012519 -0.0052375951622979609 0.0065865139303112052 0.0062199957661025467 0.02293049268479656 0.015760464342980264 0.0068320322381768116
leaf_weight=92 81 66 88 57 85 92 55 52 809 139 247 186 53 187 53
leaf_count=92 81 66 88 57 85 92 55 52 809 139 247 186 53 187 53
internal_value=0 0.0068202 0.00633744 -0.00104192 -0.00671269 0.00712107 -0.00155813 0.00782539 0.00838889 0.00720912 0.00232395 0.0133694 0.00993319 0.00910057 -0.00132902
internal_weight=0 2261 2169 208 151 1961 147 1814 1709 1382 386 327 239 996 105
internal_count=2342 2261 2169 208 151 1961 147 1814 1709 1382 386 327 239 996 105
is_linear=0
shrinkage=0.16829


Tree=4089
num_leaves=19
num_cat=0
split_feature=2 403 2 132 12 51 474 0 2 1452 42 12 2 15 16 0 133 0
split_gain=0.604427 0.422848 0.611983 0.535333 0.370022 0.348214 0.4518 0.438848 0.437712 0.405264 0.276414 0.305834 0.398702 0.257875 0.235432 0.218442 0.139101 0.0773327
threshold=0.17730000000000004 -0.072134999999999991 0.097220000000000015 0.086775000000000005 0.084845000000000018 -0.085434999999999983 0.083260000000000015 -0.088484999999999994 0.10836000000000003 0.087295000000000011 0.11275500000000001 -0.095574999999999979 -0.013254999999999998 0.088895000000000016 -0.079344999999999985 -0.082454999999999987 0.4028000000000001 -0.084444999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 7 -3 -9 10 11 -7 -13 14 17 -5 -15 -6
right_child=-2 3 -4 15 13 9 -8 8 -10 -11 -12 12 -14 16 -16 -17 -18 -19
leaf_value=0.023425130382543961 -0.012222243779471342 0.020098288593006691 -0.0052340425215839925 -0.013626571866322757 0.014599649990194792 -0.0082859374086937977 0.020794003925958975 -0.0046987670898912546 0.012103750762513452 0.01686720562712667 -0.0052503641670287732 0.016824678859435113 0.003975337829303701 0.022594983241180887 -0.0030735622400844629 -3.5745402229464617e-05 0.01053330810651444 0.0063615445289170692
leaf_weight=76 55 52 61 56 61 53 86 102 77 68 94 73 1110 56 53 84 54 71
leaf_count=76 55 52 61 56 61 53 86 102 77 68 94 73 1110 56 53 84 54 71
internal_value=0 0.00562091 0.010366 0.00451489 0.0129358 0.00533225 0.0103719 0.00648409 0.0025191 0.0041882 0.0035386 0.00420847 0.00476976 0.0102273 0.00637486 -0.00548491 0.0166901 0.0101822
internal_weight=0 2287 432 1855 371 1715 317 231 179 1398 1330 1236 1183 295 185 140 110 132
internal_count=2342 2287 432 1855 371 1715 317 231 179 1398 1330 1236 1183 295 185 140 110 132
is_linear=0
shrinkage=0.16829


Tree=4090
num_leaves=17
num_cat=0
split_feature=2 1209 484 151 1 2 3 15 3 1 16 48 3 160 4 2
split_gain=0.803381 0.412203 0.386236 0.517529 0.862002 0.742598 0.405155 0.673992 0.772177 0.379885 0.688348 0.344218 0.615099 0.312028 0.197937 0.176233
threshold=0.17576500000000003 -0.080224999999999977 0.087150000000000019 -0.033849999999999991 0.086050000000000015 -0.017044999999999998 -0.11756999999999999 0.041820000000000003 -0.22382999999999997 0.10625000000000001 -0.013125 0.11013500000000002 0.10812000000000001 -0.081814999999999985 -0.0094899999999999984 0.08673500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 14 -5 7 8 -7 10 -6 12 -8 15 -3 -4
right_child=-2 2 13 5 9 6 11 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.019106851732814768 -0.015923189370340096 0.0026052569063901411 0.013628438755894914 0.02230702748520973 -0.030313463287989013 0.0019085888807633465 0.005387739061491665 0.012148731013924026 -0.025161784047032707 -0.0012747785806453357 -0.0028889632565260825 0.017846666065565411 -0.011003180852240224 0.019990660991126497 0.015802706371569754 0.0011921399809733612
leaf_weight=56 54 83 56 67 52 65 1368 54 55 82 52 58 68 76 53 77
leaf_count=56 54 83 56 67 52 65 1368 54 55 82 52 58 68 76 53 77
internal_value=0 0.00483378 0.00448026 0.00377861 -0.00241391 0.00492892 0.0042298 -0.00344951 -0.0104837 -0.00986372 -0.0166185 0.00512538 0.00461032 0.0113774 0.00776159 0.00644198
internal_weight=0 2322 2266 2057 322 1735 1668 174 120 186 104 1494 1436 209 136 133
internal_count=2376 2322 2266 2057 322 1735 1668 174 120 186 104 1494 1436 209 136 133
is_linear=0
shrinkage=0.16829


Tree=4091
num_leaves=14
num_cat=0
split_feature=4 2 150 0 0 15 0 0 39 2 0 13 39
split_gain=13.6667 4.96552 2.68348 2.40909 1.76107 1.52369 1.43932 1.03016 0.938227 0.659034 0.453215 0.369794 0.344959
threshold=0.30163500000000004 0.14271500000000001 0.081245000000000026 -0.11242999999999999 -0.14989499999999997 -0.41606999999999994 -0.076539999999999983 -0.13314999999999996 0.083495000000000014 0.10836000000000003 0.11026000000000001 0.0015850000000000003 0.089535000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 12 -5 -6 9 10 -9 -11 -2
right_child=5 -3 3 6 7 -7 -8 8 -10 11 -12 -13 -14
leaf_value=0.0019162532593638075 0.00090945629514792411 0.0005519666810168514 0.00067036575830817637 0.0015890657331284861 0.0010677496546561396 0.00023193016190856708 0.00091354504172644238 0.0015089419311961347 0.0010965667831705547 0.0014214268506737959 0.001823271046530549 0.0011018437071743539 0.00056869178229143505
leaf_weight=100 89 70 85 103 69 89 52 1374 67 109 53 64 52
leaf_count=100 89 70 85 103 69 89 52 1374 67 109 53 64 52
internal_value=0 0.00141719 0.00144635 0.00111762 0.0014893 0.000570547 0.00136267 0.00146469 0.00148109 0.00149717 0.00152064 0.0013034 0.000784034
internal_weight=0 2146 2076 240 1836 230 155 1736 1667 1600 1427 173 141
internal_count=2376 2146 2076 240 1836 230 155 1736 1667 1600 1427 173 141
is_linear=0
shrinkage=0.0032998


Tree=4092
num_leaves=21
num_cat=0
split_feature=133 3 133 40 43 456 12 15 15 0 401 475 475 474 130 16 16 3 43 43
split_gain=0.409062 0.708904 0.354404 0.37396 0.47509 0.51173 0.448618 0.567301 0.663317 0.3299 0.356793 0.256421 0.505812 0.403236 0.228912 0.134056 0.162538 0.129857 0.127575 0.0842876
threshold=-0.081289999999999987 0.31400500000000003 -0.035819999999999991 -0.08416499999999999 -0.083944999999999978 0.088050000000000017 0.090715000000000018 0.03981500000000001 -0.025694999999999999 -0.06884499999999999 0.076785000000000006 -0.07409499999999998 -0.084049999999999986 0.023345000000000001 -1.0000000180025095e-35 -0.052894999999999991 -0.082909999999999984 -0.088534999999999989 0.18078000000000002 -0.23269999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 6 11 7 8 -5 10 14 12 -6 -13 -1 16 18 19 -16 -8
right_child=1 -3 3 4 5 -7 17 -9 -10 -11 -12 13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.0048367032905552434 -0.0064854654581126825 -0.015180495383335012 -0.0069392270990495681 0.018775886391007371 0.0056003005602937956 -0.012228613342674945 0.0037788843567648392 0.026993945015551413 0.00056464680022468797 0.022020140647881905 0.016865039628341284 0.0041914907137301774 -0.013801041206536406 0.016288197123205096 0.0028311700268657054 0.014599600137949012 -0.0022882342350117445 0.009603044512826342 0.014558219023063241 -0.0052497525734915302
leaf_weight=57 84 55 75 113 96 56 67 70 114 52 90 973 63 85 53 52 59 57 53 52
leaf_count=57 84 55 75 113 96 56 67 70 114 52 90 973 63 85 53 52 59 57 53 52
internal_value=0 0.00364848 0.00419304 0.00468661 0.00518703 0.00349268 0.0097433 0.0137347 0.00963807 0.00946301 0.0076642 0.00421757 -0.00207572 0.00516504 0.00463547 0.00713183 0.00476747 0.00299757 0.00871164 -0.000151305
internal_weight=0 1960 1905 1821 1746 1273 473 297 227 416 364 1217 159 1058 274 217 165 176 106 119
internal_count=2376 1960 1905 1821 1746 1273 473 297 227 416 364 1217 159 1058 274 217 165 176 106 119
is_linear=0
shrinkage=0.16829


Tree=4093
num_leaves=26
num_cat=0
split_feature=1 3 4 156 1 47 3 0 4 52 0 4 12 52 15 15 3 13 3 0 3 43 43 4 12
split_gain=21.1286 5.81805 3.61034 2.49241 1.57917 1.01009 0.871846 1.46167 0.747748 0.919414 0.686437 0.639007 0.577578 0.912372 0.518404 0.434388 0.377076 0.432921 0.280059 0.240136 0.201744 0.237411 0.138061 0.122303 0.0756151
threshold=0.095695000000000016 -0.049204999999999992 0.36766000000000004 0.088775000000000007 0.14641500000000005 0.093140000000000014 0.091170000000000015 -0.14989499999999997 0.0030100000000000001 0.10347000000000002 -0.074754999999999988 -0.0084099999999999991 -0.088294999999999985 -0.067394999999999983 -0.066639999999999991 1.0000000180025095e-35 -0.081914999999999988 -0.0030199999999999997 -0.080634999999999984 -0.087284999999999988 -0.079979999999999982 -0.010739999999999998 -0.078959999999999989 -0.039459999999999995 0.089735000000000023
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=6 2 15 4 5 12 7 -1 9 11 22 16 -3 -14 20 23 17 -9 -18 -13 -10 -22 -11 -2 -24
right_child=1 3 -4 -5 -6 -7 -8 8 14 10 -12 19 13 -15 -16 -17 18 -19 -20 -21 21 -23 24 -25 -26
leaf_value=0.0021535275269229924 0.0017952703894288486 0.00087212993854661545 0.00068681904800253313 0.0013804091471689747 0.00010414159138005421 0.0011036798273859221 0.0013302360988809124 0.0018220937663671805 0.0017696233457248449 0.0017889196954885833 0.0012587820745113404 0.0018490887769004513 0.00078791751951956209 0.00028539560417579438 0.0013263304967082044 0.0013282963178946228 0.0014257037499893909 0.0016328527848397056 0.0016787551727313848 0.0021339959574582651 0.0013944123803797059 0.0016880222714753901 0.0014789340295826724 0.0015950747374143066 0.0016676002151313608
leaf_weight=74 63 73 64 57 52 62 74 445 70 53 74 86 73 86 97 53 67 194 188 56 62 63 52 85 53
leaf_count=74 63 73 64 57 52 62 74 445 70 53 74 86 73 86 97 53 67 194 188 56 62 63 52 85 53
internal_value=0 0.000990436 0.00137036 0.000740522 0.000635006 0.00072878 0.00168276 0.00169871 0.00167711 0.00171201 0.00152308 0.00175428 0.000628439 0.000516335 0.00152545 0.00158783 0.0017213 0.0017647 0.00161241 0.00196169 0.00162432 0.00154267 0.00164665 0.00168053 0.0015745
internal_weight=0 668 265 403 346 294 1708 1634 1560 1268 232 1036 232 159 292 201 894 639 255 142 195 125 158 148 105
internal_count=2376 668 265 403 346 294 1708 1634 1560 1268 232 1036 232 159 292 201 894 639 255 142 195 125 158 148 105
is_linear=0
shrinkage=0.0032998


Tree=4094
num_leaves=24
num_cat=0
split_feature=2 2 2 123 16 2 16 457 2 2 2 160 481 16 43 132 2 457 43 16 403 16 42
split_gain=37.5424 21.8774 7.31437 4.50326 3.60488 2.68391 2.20111 2.20086 1.60167 1.42693 1.24004 0.969042 0.857265 0.620168 0.830568 0.437798 0.456586 0.17753 0.156372 0.223494 0.124424 0.105636 0.0268887
threshold=0.11197500000000002 -1.0000000180025095e-35 0.14307 1.0000000180025095e-35 -0.059624999999999991 0.089625000000000024 -0.38959499999999997 0.057025000000000006 0.17576500000000003 0.074875000000000011 0.083175000000000013 -0.019794999999999997 -0.048124999999999994 -0.046599999999999996 -0.067799999999999985 -1.0000000180025095e-35 0.10836000000000003 0.082380000000000009 0.035255000000000009 -0.087139999999999981 0.092660000000000006 -0.013125 0.090115000000000015
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=1 4 6 5 -1 9 -2 12 -4 13 -11 -8 -7 18 22 -14 -17 20 19 -3 -12 -13 -15
right_child=2 3 8 -5 -6 7 11 -9 -10 10 17 21 15 14 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0068996761712812379 0.0073478117209766387 0.0087550400974608991 0.007240248864102153 0.0078484421150509555 0.007958191182476225 0.0090862873762098898 0.0076387831070111392 0.0080054019258617628 0.0064685022683012789 0.0094806352191472085 0.0089899901868548716 0.0082884485879346857 0.0089517439198133365 0.0086511245256031787 0.008229386481333591 0.008654877284486797 0.0083132700098836141 0.0087397615035843153 0.0086889784126672007 0.009023559967506237 0.0087982897125187774 0.0080783091299346001 0.0088205918848268013
leaf_weight=71 69 70 68 56 71 58 54 57 54 55 548 65 53 60 52 417 54 52 59 108 60 98 67
leaf_count=71 69 70 68 56 71 58 54 57 54 55 548 65 53 60 52 417 54 52 59 108 60 98 67
internal_value=0 0.00867841 0.00757777 0.00877554 0.00742918 0.00880485 0.00786721 0.00863208 0.00689895 0.00890244 0.00899359 0.0080322 0.00869339 0.00874567 0.00859243 0.00864983 0.00861579 0.00895295 0.00886126 0.00891816 0.00897113 0.00816232 0.00874081
internal_weight=0 1968 408 1826 142 1770 286 639 122 1131 715 217 582 416 179 524 471 660 237 178 608 163 127
internal_count=2376 1968 408 1826 142 1770 286 639 122 1131 715 217 582 416 179 524 471 660 237 178 608 163 127
is_linear=0
shrinkage=0.0032998


Tree=4095
num_leaves=22
num_cat=0
split_feature=1 3 1 52 2 3 52 2 1 3 48 2 1213 43 1213 13 42 52 13 43 42
split_gain=22.7206 5.35368 2.96792 1.98675 1.32716 1.08325 1.0799 1.32082 0.661137 0.641269 1.11624 0.871198 0.479577 0.338514 0.332591 0.464336 0.47977 0.45049 0.395628 0.313699 0.238681
threshold=0.10124500000000002 -0.049204999999999992 0.14699000000000004 0.12371000000000001 0.11280000000000003 -0.15500999999999998 -0.22243999999999997 0.10527500000000002 0.096300000000000011 0.077930000000000013 0.083570000000000019 0.11378000000000001 -0.082144999999999982 -0.060799999999999993 0.060985000000000004 -0.088589999999999988 0.086895000000000014 1.0000000180025095e-35 -0.086919999999999983 -0.0040649999999999983 -0.006494999999999999
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=4 6 3 9 5 -1 -2 -8 12 10 -3 -11 19 -6 15 16 -14 -16 -17 20 -7
right_child=1 2 -4 -5 13 8 7 -9 -10 11 -12 -13 14 -15 17 18 -18 -19 -20 -21 -22
leaf_value=0.0022177689456693546 0.0017660647291887206 0.00034908937827395498 7.5169533149835029e-05 0.0015034567654844495 0.0016747129764479436 0.0019157168567453934 0.0015564866410022809 0.00092471634391051727 0.0014904422117219213 0.0012862760887971593 0.00098849527741442437 0.0007221037111837873 0.0017623016414241993 0.0013413063213018328 0.001726235341291749 0.0020563070468498403 0.0013717083101241422 0.0020754278373530076 0.0017820107349168419 0.0018075488587823035 0.0022078827000018529
leaf_weight=73 75 70 54 52 60 61 82 65 71 52 52 71 82 79 70 63 61 101 915 86 68
leaf_count=73 75 70 54 52 60 61 82 65 71 52 52 71 82 79 70 63 61 101 915 86 68
internal_value=0 0.00104137 0.000787489 0.000916884 0.00179651 0.00182268 0.00144263 0.00127737 0.00180438 0.000792243 0.000621912 0.000960902 0.00181914 0.00148548 0.00179482 0.00177375 0.00159593 0.00193269 0.00179972 0.00196518 0.00207
internal_weight=0 573 351 297 1790 1651 222 147 1578 245 122 123 1507 139 1292 1121 143 171 978 215 129
internal_count=2363 573 351 297 1790 1651 222 147 1578 245 122 123 1507 139 1292 1121 143 171 978 215 129
is_linear=0
shrinkage=0.0032998


Tree=4096
num_leaves=21
num_cat=0
split_feature=3 10 15 3 15 3 0 133 151 151 15 0 16 16 52 133 52 0 49 16
split_gain=13.5133 7.06312 2.37314 3.0569 1.88269 1.81518 1.79782 1.09784 1.05033 0.931137 0.895089 0.608497 0.536236 0.586907 0.52458 0.880851 0.431027 0.385581 0.23478 0.0712376
threshold=-0.065259999999999999 -1.0000000180025095e-35 -0.37478999999999996 0.10812000000000001 -0.17677499999999999 -0.0035149999999999995 -0.11912999999999999 -1.0000000180025095e-35 -0.086379999999999985 0.0036750000000000007 -1.0000000180025095e-35 -0.067094999999999988 -0.18776499999999999 -0.012149999999999999 0.061255000000000011 0.089725000000000013 0.28251000000000009 -0.082234999999999989 -0.004729999999999999 -0.41574999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 19 5 -1 7 -5 -4 18 12 -7 -9 -10 16 15 -15 17 -14 -6 -3
right_child=1 2 3 6 8 10 -8 11 9 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0012644488950283863 0.00034878134983275824 0.0009519967855773757 0.0017176897568153479 0.00066632008948289275 0.0012954818115218823 0.0016313815329317587 0.0014469354431244585 0.0013959633425163289 0.0015166394822414221 0.0022056337084676875 0.0021537561745747155 0.00096502098487792187 0.0019241760198379836 0.0017064805817405533 0.0019206540579970659 0.0012944488113439674 0.0016174697996488286 0.0017709865188388432 0.0016037958277568508 0.00077432704252170426
leaf_weight=91 96 53 68 80 58 89 54 83 93 54 61 64 425 312 85 70 94 326 54 53
leaf_count=91 96 53 68 80 58 89 54 83 93 54 61 64 425 312 85 70 94 326 54 53
internal_value=0 0.00118079 0.00131276 0.00140812 0.00172729 0.00156477 0.000981159 0.00136977 0.00175408 0.00177782 0.00184405 0.00120858 0.00176136 0.00177868 0.00168385 0.00163107 0.00183104 0.00185773 0.00144445 0.000863494
internal_weight=0 701 605 499 1662 365 134 215 1571 1459 150 147 1405 1312 467 382 845 751 112 106
internal_count=2363 701 605 499 1662 365 134 215 1571 1459 150 147 1405 1312 467 382 845 751 112 106
is_linear=0
shrinkage=0.0032998


Tree=4097
num_leaves=17
num_cat=0
split_feature=43 2 49 42 2 481 481 1213 12 12 12 3 12 2 12 42
split_gain=0.743132 0.852827 0.870288 0.609954 0.593072 0.399617 0.41334 0.43054 0.279221 0.366376 0.239403 0.290983 0.253094 0.182491 0.152195 0.103801
threshold=-0.23596999999999999 0.10394500000000002 -0.06017999999999999 -0.038454999999999996 0.10097500000000002 -0.085894999999999985 -0.050084999999999991 -0.097649999999999987 0.10031500000000002 0.083795000000000022 -0.042789999999999988 0.094285000000000008 0.089005000000000015 0.12454500000000002 0.096425000000000025 -0.046019999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 5 -2 -7 -8 9 -9 -4 12 -12 14 -14 -10
right_child=1 2 10 -5 -6 6 7 8 15 -11 11 -13 13 -15 -16 -17
leaf_value=0.015905196887826604 0.0033051689086521486 -0.010466243456226678 0.0029011547118345331 0.03876738681498397 0.032505757650706769 0.026220700372776476 0.025127053426197789 0.0098304972659861191 0.01051172478849163 0.016338216663369029 -0.00052671161723774173 0.01972628236371626 0.0084574900873582038 0.0039141733389297583 0.019140046227959527 0.00020297488756638397
leaf_weight=73 83 66 103 61 55 93 103 340 60 893 59 103 64 60 95 52
leaf_count=73 83 66 103 61 55 93 103 340 60 893 59 103 64 60 95 52
internal_value=0 0.0134067 0.00764874 0.026326 0.0152918 0.0147077 0.0153207 0.0146194 0.0138134 0.0145452 0.0101227 0.0120702 0.00922718 0.0118631 0.0148514 0.00574156
internal_weight=0 2229 550 134 1679 1624 1541 1448 1345 1233 484 381 278 219 159 112
internal_count=2363 2229 550 134 1679 1624 1541 1448 1345 1233 484 381 278 219 159 112
is_linear=0
shrinkage=0.16829


Tree=4098
num_leaves=21
num_cat=0
split_feature=1 52 52 4 2 2 4 14 159 4 2 1 159 159 48 0 4 0 4 1
split_gain=16.2725 4.11361 2.73147 1.46792 1.53388 1.26013 1.19327 0.729354 0.699017 0.652655 0.618507 0.942519 0.510428 0.44441 0.368546 0.340109 0.309546 0.250293 0.24536 0.205748
threshold=0.10124500000000002 -0.42890999999999996 0.12469000000000001 0.41555500000000006 0.10472500000000001 0.11280000000000003 0.046720000000000005 0.062655000000000016 0.10331000000000001 -0.50775499999999985 0.088850000000000012 0.083555000000000018 -0.081944999999999976 0.091215000000000018 0.085775000000000004 -0.10147999999999999 0.0051600000000000005 -0.049744999999999991 0.053455000000000009 0.13584500000000002
decision_type=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 7 -3 9 19 -1 12 15 -11 16 -6 -12 -14 -7 -17 -5
right_child=1 2 -4 8 14 17 -8 -9 -10 10 11 -13 13 -15 -16 18 -18 -19 -20 -21
leaf_value=0.0019097585670657309 0.0016445723401020905 0.00080919499830443505 0.0013427238924839514 0.00043101691177698691 0.00042827093744983468 0.001348223153449533 0.0014962659329645638 0.0018971142074868321 0.00073329070210103968 0.0013669552886757023 0.0017129498262747342 0.0011069819874892943 0.0016596580106426305 0.0013496044602327637 0.00077246703132541426 0.0014977466628148207 0.0013914054629475673 0.001055358856809513 0.0012522065245706713 0.00014286905599555702
leaf_weight=54 71 58 83 56 63 86 53 70 61 100 75 75 709 63 75 401 52 53 52 53
leaf_count=54 71 58 83 56 63 86 53 70 61 100 75 75 709 63 75 401 52 53 52 53
internal_value=0 0.00090067 0.000795386 0.00068688 0.000848422 0.00153976 0.00113757 0.00156524 0.00045006 0.00155053 0.0015378 0.00145491 0.00159186 0.00161911 0.000615589 0.00150427 0.00164137 0.00123681 0.00146964 0.000291232
internal_weight=0 573 502 419 249 1790 111 1651 170 1581 1527 603 924 824 138 528 761 139 453 109
internal_count=2363 573 502 419 249 1790 111 1651 170 1581 1527 603 924 824 138 528 761 139 453 109
is_linear=0
shrinkage=0.0032998


Tree=4099
num_leaves=26
num_cat=0
split_feature=4 3 1 123 1 4 4 484 1213 4 3 133 11 4 52 1447 3 52 4 4 3 3 403 52 133
split_gain=41.5279 14.4099 7.03326 1.91609 1.57223 1.42634 1.1578 0.579298 0.563275 0.456419 0.446801 0.782276 0.752303 0.514829 0.437099 0.400427 0.356871 0.356289 0.355345 0.331444 0.263419 0.213379 0.196292 0.218935 0.15821
threshold=0.30163500000000004 -0.065259999999999999 0.10364000000000002 1.0000000180025095e-35 0.12958500000000003 -0.047714999999999987 0.0049200000000000008 -0.023814999999999996 -0.082144999999999982 -0.49269499999999994 -0.093224999999999988 1.0000000180025095e-35 0.075910000000000019 -0.0062699999999999987 -0.060549999999999993 -0.080289999999999986 -0.080339999999999981 0.0043000000000000009 0.00025000000000000006 0.45363500000000007 0.0012800000000000001 0.086245000000000016 0.068400000000000002 0.08568000000000002 0.085605000000000014
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=1 6 3 7 19 -4 8 -3 22 -10 11 12 -11 15 -7 -12 -15 24 21 -2 -6 -9 23 -1 -8
right_child=4 2 5 -5 20 14 17 18 9 10 13 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0090565261214672881 0.0071034356866427712 0.0080378158594188384 0.007902827799884252 0.0077176292599100867 0.0069412254956220006 0.0070676345777159182 0.008368863313334968 0.0087126037819646694 0.008908565840824079 0.0081328304986431465 0.008311978912465311 0.0087226921288756382 0.0086420344757504788 0.0089712648564703457 0.0074752747345773717 0.0086194129056336236 0.0085966070165623323 0.0085440442422154914 0.0082816718454306968 0.0074570493992884559 0.0066084571226855378 0.0084136349339805922 0.0086417573161380202 0.0087555195355070985 0.0080978941954982821
leaf_weight=61 64 52 54 62 55 70 77 65 60 97 57 84 52 84 58 672 52 95 100 68 67 66 65 73 53
leaf_count=61 64 52 54 62 55 70 77 65 60 97 57 84 52 84 58 672 52 95 100 68 67 66 65 73 53
internal_value=0 0.00844607 0.00797257 0.0082504 0.00703283 0.00744573 0.00860378 0.00836699 0.00864097 0.00861172 0.00859547 0.00845943 0.00831078 0.00863207 0.00725262 0.00859542 0.00882827 0.00837931 0.00844094 0.00728587 0.00675876 0.00856225 0.00881098 0.00889281 0.00825866
internal_weight=0 2109 527 345 254 182 1582 283 1357 1158 1098 233 149 865 128 729 136 225 231 132 122 131 199 134 130
internal_count=2363 2109 527 345 254 182 1582 283 1357 1158 1098 233 149 865 128 729 136 225 231 132 122 131 199 134 130
is_linear=0
shrinkage=0.0032998


Tree=4100
num_leaves=18
num_cat=0
split_feature=12 2 2 2 2 12 1375 15 1452 123 0 52 52 48 15 15 0
split_gain=12.2775 10.4663 3.22647 2.40911 2.17498 1.83155 1.98759 1.79704 1.33562 1.15608 1.01933 0.882811 1.19966 1.1713 0.47679 0.308288 0.425675
threshold=-0.011819999999999999 0.114805 -0.007134999999999999 0.099675000000000014 0.14870000000000003 0.10070000000000001 -0.088929999999999981 -0.11251499999999999 0.086765000000000023 0.084995000000000015 0.10798500000000001 -0.037619999999999994 -0.101225 0.093265000000000015 -0.0087849999999999977 -0.039984999999999993 -0.081284999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 -4 7 6 -2 -3 10 -5 11 12 -8 -13 -9 16 -7
right_child=1 4 3 9 -6 15 8 14 -10 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=0.00066843012001603121 0.0014297474515131145 0.00097790494391751504 0.0019191654326562802 0.0014999492071096382 0.00072793403082007649 0.0018166744152955168 0.0020428755917040113 0.0018594872094943211 0.0025165276218293469 0.00092122063644614269 0.0024565917963756912 0.0021156821891138507 0.001634633082957745 0.0016302166528368821 0.0014668200835058613 0.0018647681119182094 0.0013952160611777494
leaf_weight=83 53 58 74 71 56 52 216 72 74 81 68 974 125 58 66 93 55
leaf_count=83 53 58 74 71 56 52 216 72 74 81 68 974 125 58 66 93 55
internal_value=0 0.00193224 0.00122563 0.00143011 0.00130271 0.00202195 0.00206 0.00146675 0.00208202 0.00119178 0.00205969 0.00204 0.00189333 0.00208843 0.00167195 0.00172349 0.00160037
internal_weight=0 2020 309 226 252 1768 1568 196 1515 152 1441 1373 341 1032 138 200 107
internal_count=2329 2020 309 226 252 1768 1568 196 1515 152 1441 1373 341 1032 138 200 107
is_linear=0
shrinkage=0.0032998


Tree=4101
num_leaves=18
num_cat=0
split_feature=31 1452 12 3 133 133 4 48 15 4 1210 128 3 49 49 15 156
split_gain=0.770528 0.464169 0.379566 0.682845 0.823832 0.826739 1.1512 0.701203 0.463261 0.456893 0.4564 0.410302 0.297584 0.426545 0.195124 0.428503 0.429714
threshold=-0.018414999999999997 0.086765000000000023 0.084160000000000013 -0.0035149999999999995 -0.010174999999999998 0.085720000000000018 -0.0034749999999999994 0.094275000000000012 -0.015069999999999998 0.36766000000000004 -0.08453999999999999 0.10670500000000001 -0.16228999999999996 -0.081334999999999977 -0.033169999999999991 -0.26424499999999995 0.050840000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 14 -7 10 -4 12 -12 -14 -5 -16 -17
right_child=1 -3 9 7 5 8 -8 -9 -10 -11 11 -13 13 -15 15 16 -18
leaf_value=0.0026248368094157416 0.027347346444147956 0.033327861813727627 0.010254847383374191 0.019130431150885297 -0.013760911443435065 0.0077650939019234186 0.017631394035573268 0.0087213035388079268 0.028321150792519376 0.0074446215498197455 0.035279387049263519 0.0094074917174867961 0.010598102115080686 0.024453865393430089 0.019885662021387071 0.044689610139768104 0.02432357552342752
leaf_weight=64 79 89 76 68 83 65 55 77 60 56 67 55 67 1169 78 69 52
leaf_count=64 79 89 76 68 83 65 55 77 60 56 67 55 67 1169 78 69 52
internal_value=0 0.0213816 0.0208921 0.0176042 0.0122679 0.00773144 -0.00123647 0.0229043 0.0176464 0.0224047 0.0229877 0.0236989 0.0243008 0.0237042 0.0269878 0.0296637 0.0359521
internal_weight=0 2265 2176 686 342 263 138 344 125 1490 1434 1358 1303 1236 267 199 121
internal_count=2329 2265 2176 686 342 263 138 344 125 1490 1434 1358 1303 1236 267 199 121
is_linear=0
shrinkage=0.16829


Tree=4102
num_leaves=22
num_cat=0
split_feature=1 2 2 0 133 4 48 34 0 4 480 1447 133 481 403 2 1213 4 133 1 42
split_gain=0.733445 0.476546 0.534535 0.510972 0.466127 0.420208 0.523513 0.411088 0.304645 0.292935 0.221528 0.216144 0.267036 0.364968 0.24801 0.245745 0.220469 0.184812 0.175465 0.164608 0.209644
threshold=0.089910000000000004 -0.0091949999999999983 1.0000000180025095e-35 0.0085900000000000021 0.087765000000000024 0.45363500000000007 0.084260000000000015 -0.05547499999999999 -0.14989499999999997 0.024315000000000003 0.087915000000000007 -0.085804999999999979 0.11370000000000001 -0.050084999999999991 -0.087974999999999984 0.085235000000000019 0.049610000000000008 -0.081289999999999987 0.41423000000000004 0.09227500000000001 0.092575000000000018
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=8 7 4 5 19 6 -4 -2 -1 -8 11 -10 13 -13 15 -15 -16 -14 -19 -3 -21
right_child=1 2 3 -5 -6 -7 9 -9 10 -11 -12 12 17 14 16 -17 -18 18 -20 20 -22
leaf_value=0.029445620982026747 0.013336203631221292 0.016298541607965549 -0.0052618113905570103 0.023153699615271608 0.0086422165040270487 0.017627497061273329 0.01627170961876101 -0.0064362536151161519 0.0079144670704069959 0.0015871141404887542 0.02772646073367983 0.03211652280937604 0.0051570749819574904 0.0048967710694818554 0.019323961420553763 0.020465604046209476 0.029090330551821059 0.022387202478907128 0.0094606284756567557 0.032426489393043809 0.020279133056092354
leaf_weight=85 60 54 92 84 70 103 100 59 53 63 79 66 59 65 825 52 72 68 54 93 73
leaf_count=85 60 54 92 84 70 103 100 59 53 63 79 66 59 65 825 52 72 68 54 93 73
internal_value=0 0.0134147 0.0150212 0.0113285 0.0206431 0.00854889 0.00487479 0.00351796 0.0196259 0.0106071 0.0190255 0.018501 0.0189445 0.0199501 0.0191565 0.0118316 0.0201099 0.0129341 0.0166803 0.0244534 0.0270954
internal_weight=0 851 732 442 290 358 255 119 1478 163 1393 1314 1261 1080 1014 117 897 181 122 220 166
internal_count=2329 851 732 442 290 358 255 119 1478 163 1393 1314 1261 1080 1014 117 897 181 122 220 166
is_linear=0
shrinkage=0.16829


Tree=4103
num_leaves=23
num_cat=0
split_feature=1 155 1 12 50 14 2 2 1 12 0 12 13 159 475 16 133 43 43 12 0 43
split_gain=21.1647 6.72316 3.2966 2.8989 1.84468 1.63533 1.32643 1.26058 1.23731 1.52764 0.744938 0.672979 0.610508 0.450337 0.90401 0.659485 0.615477 0.262662 0.408043 0.207583 0.337711 0.290497
threshold=0.10124500000000002 0.10158500000000002 0.14262000000000002 -1.0000000180025095e-35 0.09586500000000002 0.062655000000000016 0.10322500000000003 -1.0000000180025095e-35 0.089910000000000004 0.088435000000000014 -0.10417499999999999 0.098195000000000018 -0.064754999999999993 -0.032739999999999991 -0.081774999999999973 -0.0090499999999999973 0.085720000000000018 -0.15318999999999997 -0.105305 0.11844 -0.07964499999999998 -0.038674999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 6 8 -5 -2 11 -10 -8 13 -11 15 16 -1 -15 -16 -19 20 -13 -22
right_child=1 -3 -4 4 -6 -7 10 -9 9 12 -12 19 -14 14 17 -17 -18 18 -20 -21 21 -23
leaf_value=0.0017425540295932362 0.00023969972131988664 0.0020068269207566378 0.00020396568849308683 0.0013584193299807671 0.001718581934981365 0.0021750982389533427 0.0010201876424304221 0.00083485329184517041 0.0011472313509710303 0.0018346558896120951 0.00051878849276301665 0.0013919547217819462 0.0014338351042949321 0.0011944654621968028 0.0015239549616194233 0.0021873950269089919 0.0016592346318848406 0.0020527442542234171 0.0017496193279152436 0.0013645485823305136 0.001889553321978677 0.0015391670934793507
leaf_weight=99 64 60 76 82 52 74 84 99 102 96 53 56 75 56 53 59 72 53 801 56 53 54
leaf_count=99 64 60 76 82 52 74 84 99 102 96 53 56 75 56 53 59 72 53 801 56 53 54
internal_value=0 0.000961574 0.000838534 0.000949575 0.00115887 0.0016934 0.00102581 0.000601389 0.00167223 0.00146796 0.000826473 0.00171169 0.00165906 0.00174279 0.0017174 0.00190889 0.00145617 0.00175422 0.00176847 0.00154215 0.00160295 0.00171305
internal_weight=0 570 510 434 271 1759 219 163 1685 273 137 1412 171 1193 1035 158 128 907 854 219 163 107
internal_count=2329 570 510 434 271 1759 219 163 1685 273 137 1412 171 1193 1035 158 128 907 854 219 163 107
is_linear=0
shrinkage=0.0032998


Tree=4104
num_leaves=10
num_cat=0
split_feature=30 149 1375 1452 1348 151 151 0 1456
split_gain=0.532522 0.674789 0.360836 0.307935 0.302941 0.324576 0.362678 0.267505 0.308095
threshold=0.084655000000000022 0.079000000000000015 -0.096099999999999977 0.086765000000000023 0.080060000000000006 -0.083844999999999989 -0.090369999999999992 -0.21196999999999996 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 -9
right_child=-2 -3 3 -5 -6 7 -8 8 -10
leaf_value=0.0015024730343879808 0.00048577437365559341 0.03446287444594115 0.015028904797919407 0.025508224756236628 0.027558058463266897 0.027460424168268049 -0.00020405155905132508 0.01477610141543809 0.025021246265894113
leaf_weight=52 66 54 97 88 56 53 81 1694 88
leaf_count=52 66 54 97 88 56 53 81 1694 88
internal_value=0 0.0158494 0.0153935 0.0157276 0.0153107 0.0149691 0.00808696 0.0156357 0.015283
internal_weight=0 2263 2209 2157 2069 2013 178 1835 1782
internal_count=2329 2263 2209 2157 2069 2013 178 1835 1782
is_linear=0
shrinkage=0.16829


Tree=4105
num_leaves=16
num_cat=0
split_feature=1 133 376 133 475 16 1209 42 42 49 133 4 16 403 42
split_gain=0.863152 0.39779 0.630721 0.619578 0.39435 0.35712 0.335117 0.316461 0.597956 0.357978 0.35148 0.102802 0.0951427 0.193206 0.0254845
threshold=0.13702500000000004 0.10864000000000001 0.084545000000000009 0.15630500000000003 -0.088274999999999978 -0.11118499999999999 0.082105000000000011 -0.093464999999999979 -0.032624999999999994 0.0053350000000000003 -0.081804999999999989 -0.012889999999999999 -0.082354999999999984 -0.41331999999999997 -0.13662499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -2 7 11 10 -10 -9 14 -5 -14 -6
right_child=5 3 -4 12 6 -7 -8 8 9 -11 -12 -13 13 -15 -16
leaf_value=0.0036132963427268124 0.0079289175473699122 -0.0031072470935964236 0.031422123138176432 0.0076818980022157392 0.027138788952064584 -0.010087889915918313 0.024252108036790627 0.0092994793662174967 0.013202601676700246 0.019987050698771214 -0.0065373780304168695 0.015362307030623353 0.019899126178224771 0.0074680349845152377 0.021611914208191491
leaf_weight=96 66 95 62 65 52 59 99 130 1044 281 57 57 99 56 54
leaf_count=96 66 95 62 65 52 59 99 130 1044 281 57 57 99 56 54
internal_value=0 0.0137938 0.0146991 0.00823541 0.0141437 -0.000560643 0.0147125 0.0141476 0.0133849 0.0146428 0.00446259 0.0212117 0.0131415 0.0154195 0.0243402
internal_weight=0 2247 1932 315 1870 125 1774 1675 1512 1325 187 163 220 155 106
internal_count=2372 2247 1932 315 1870 125 1774 1675 1512 1325 187 163 220 155 106
is_linear=0
shrinkage=0.16829


Tree=4106
num_leaves=10
num_cat=0
split_feature=0 484 12 13 13 1456 52 39 43
split_gain=0.673646 0.355624 0.409669 0.347541 0.532294 0.371934 0.327095 0.417083 0.39317
threshold=0.12411500000000002 0.11124000000000002 -0.10853999999999998 -0.16392499999999996 -0.13033499999999998 -0.085589999999999986 -0.15824499999999997 0.095830000000000012 -0.085474999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 8 -8 -7
right_child=-2 -3 3 4 5 6 7 -9 -10
leaf_value=0.024726562642624378 -0.0033399530598441259 0.0012534138652252997 0.0012936066125483912 0.028243228039422339 0.024736075234190077 0.016390262185642115 0.01241497427897479 -0.0024640382970877958 0.0016938872108723791
leaf_weight=68 91 94 92 55 58 70 1592 55 197
leaf_count=68 91 94 92 55 58 70 1592 55 197
internal_value=0 0.0114104 0.0118462 0.011432 0.0118913 0.0114343 0.0110303 0.011917 0.0055536
internal_weight=0 2281 2187 2119 2027 1972 1914 1647 267
internal_count=2372 2281 2187 2119 2027 1972 1914 1647 267
is_linear=0
shrinkage=0.16829


Tree=4107
num_leaves=14
num_cat=0
split_feature=48 3 48 3 4 4 12 3 39 475 1429 403 3
split_gain=0.457267 0.386988 0.396316 0.363922 0.380646 0.444047 0.336141 0.67228 0.398214 0.342382 0.337401 0.216065 0.206807
threshold=-0.089609999999999981 0.31299000000000005 -0.035774999999999994 0.077930000000000013 0.020345000000000005 -0.37983499999999992 0.098330000000000015 -0.11255999999999998 0.098905000000000007 -0.08663499999999999 0.084665000000000004 -0.080194999999999975 -0.068864999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 8 -8 9 -4 -11 -9 -13
right_child=1 -3 3 4 -6 -7 7 11 -10 10 -12 12 -14
leaf_value=0.024064165069502222 -0.0025984891979704342 -0.002210632717133443 -0.00046562597638118679 0.021241729824416231 0.026256336318013794 -1.5445570736631209e-05 0.018880238267951304 0.0090694420333697848 -0.0027837653443408068 0.010436745651453711 0.022199416056092106 -0.0073331986696313928 0.0029078460899708328
leaf_weight=56 79 89 77 55 72 56 71 66 67 1387 73 105 119
leaf_count=56 79 89 77 55 72 56 71 66 67 1387 73 105 119
internal_value=0 0.00865499 0.00909003 0.00952075 0.0167098 0.0105012 0.00885032 0.00420201 0.00989536 0.0104492 0.0110261 0.000602176 -0.00188462
internal_weight=0 2316 2227 2148 183 111 1965 361 1604 1537 1460 290 224
internal_count=2372 2316 2227 2148 183 111 1965 361 1604 1537 1460 290 224
is_linear=0
shrinkage=0.16829


Tree=4108
num_leaves=17
num_cat=0
split_feature=2 10 123 3 0 3 159 155 3 40 2 52 159 159 2 16
split_gain=11.9387 5.81483 3.07632 2.80022 1.37188 1.19223 0.88972 0.98077 0.711693 0.699264 0.691524 0.847851 0.640821 0.609655 0.49532 0.391963
threshold=0.13388500000000003 0.058500000000000003 1.0000000180025095e-35 0.11745500000000002 -0.069074999999999984 0.20828500000000003 0.089030000000000012 0.11854500000000001 -0.091164999999999982 -0.081239999999999993 0.10272000000000002 0.0029250000000000005 0.082585000000000006 0.089755000000000015 0.090000000000000011 -0.076489999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 15 7 8 -6 -4 12 -12 14 -14 -1 -2
right_child=5 -3 9 -5 6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17
leaf_value=0.0017892011369391291 0.0007144435048823468 0.00055636637656648284 0.0013808974561878942 0.0010954314619565132 0.0011258946727566209 0.00031996875696480584 0.0019187032739736353 0.0018610903290577851 0.0014986050808191468 0.00089952404400499655 0.0013445926710879902 0.0018644562380600858 0.0022692962000897088 0.0018359825761369885 0.0016354307084348442 0.001083518941253993
leaf_weight=934 59 54 76 84 87 52 54 54 161 59 93 55 52 118 311 69
leaf_count=934 59 54 76 84 87 52 54 54 161 59 93 55 52 118 311 69
internal_value=0 0.00162676 0.00165377 0.00168631 0.00171216 0.000742355 0.00152652 0.00145628 0.001368 0.00117078 0.00175441 0.00153802 0.00177702 0.00196873 0.00175082 0.000913673
internal_weight=0 2192 2138 2003 1919 180 356 302 248 135 1563 148 1415 170 1245 128
internal_count=2372 2192 2138 2003 1919 180 356 302 248 135 1563 148 1415 170 1245 128
is_linear=0
shrinkage=0.0032998


Tree=4109
num_leaves=23
num_cat=0
split_feature=15 12 12 151 52 12 48 16 43 16 15 16 43 43 15 1210 12 16 1212 43 52 15
split_gain=29.881 10.6876 3.05049 2.6337 1.97567 1.62288 1.46773 1.20533 0.96319 0.786103 0.755921 0.656716 0.54173 0.57648 0.767893 0.496814 0.483491 0.445799 1.56224 0.646678 0.261032 0.225321
threshold=-0.24042999999999998 0.054520000000000006 0.12701500000000002 -0.033849999999999991 0.12066000000000002 0.093670000000000017 0.097500000000000017 -0.034109999999999994 -0.065804999999999989 -0.027864999999999997 -0.42759999999999992 -0.38959499999999997 -0.073404999999999984 0.0047850000000000011 -0.03886499999999999 -0.08107499999999998 0.10321000000000001 -0.069894999999999985 0.041590000000000009 -0.00088499999999999983 0.0029250000000000005 0.092725000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 7 10 11 8 -2 -5 -10 -1 -3 20 14 -14 -13 -15 19 -19 -17 -7 -16
right_child=1 2 -4 6 -6 12 -8 -9 9 -11 -12 15 13 16 21 17 -18 18 -20 -21 -22 -23
leaf_value=0.0001829868475071466 0.00044735639374537907 0.0014222017056570219 0.00094157010557452522 0.0010371283087401916 0.00072565745918304098 0.0015752876361956084 0.00079554753232226512 0.001010872934233436 0.0013003425141099938 0.0017509697905179998 -0.00030560054959478792 0.0020040187041147819 0.0010474544238963694 0.0017674038494351913 0.0013444393192327158 0.001904377939951974 0.0013910959179885293 0.0017439516928431334 0.00118070354336847 0.001628341822083668 0.0018504947581467607 0.0016273013896138152
leaf_weight=85 77 65 64 63 54 103 57 90 89 82 58 90 69 86 66 316 68 470 61 134 63 62
leaf_count=85 77 65 64 63 54 103 57 90 89 82 58 90 69 86 66 316 68 470 61 134 63 62
internal_value=0 0.00153018 0.00164969 0.00108209 0.000187891 0.00167708 0.00127182 0.000751259 0.00138769 0.00151664 -1.49351e-05 0.00174704 0.00152329 0.00144909 0.0013298 0.00176673 0.00160147 0.00174492 0.00167931 0.00182226 0.00167995 0.00148173
internal_weight=0 2175 1717 458 197 1653 291 167 234 171 143 1136 517 351 197 1071 154 981 531 450 166 128
internal_count=2372 2175 1717 458 197 1653 291 167 234 171 143 1136 517 351 197 1071 154 981 531 450 166 128
is_linear=0
shrinkage=0.0032998


Tree=4110
num_leaves=21
num_cat=0
split_feature=1 3 39 3 1 47 14 47 10 43 16 52 49 12 1 159 1 52 133 43
split_gain=27.1143 6.72064 5.8383 2.50286 2.02465 1.99784 1.74985 1.69977 1.37026 0.947041 0.878867 0.782285 0.784493 0.747779 0.617632 0.464999 0.427926 0.406703 0.360941 0.158777
threshold=0.11156000000000001 -0.055389999999999988 0.081875000000000017 0.091170000000000015 0.094165000000000013 0.10699500000000002 0.062655000000000016 0.085770000000000027 -1.0000000180025095e-35 0.043850000000000007 0.024125000000000004 0.26959000000000005 0.10101500000000001 -0.050214999999999989 0.098950000000000024 -0.21294499999999997 0.083555000000000018 0.10421000000000001 0.092120000000000021 0.26667500000000005
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 7 3 6 -4 8 9 -2 -3 11 -5 12 14 -10 -1 -13 17 19 -14 -11
right_child=1 5 4 10 -6 -7 -8 -9 13 16 -12 15 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0019203711172689345 0.0010955149014552146 -0.00010204678404535034 0.0015681868586722497 0.0010812751697940979 0.00072874122599029525 0.0010793009930339151 0.0023984564990706166 0.0018762614028359241 0.00027930621588831471 0.0019000142868777759 0.0016527361169594633 0.0017626313026000192 0.0017706102256391588 0.00073014467977572536 0.0016310400629570951 0.0013811454512272798 0.0013776347364841666 0.0014674958582157544 0.0014067012512666856 0.0016601529822328842
leaf_weight=1032 72 53 53 67 77 52 57 53 79 78 53 92 74 82 89 58 61 59 52 55
leaf_count=1032 72 53 53 67 77 52 57 53 79 78 53 92 74 82 89 58 61 59 52 55
internal_value=0 0.000795593 0.00174759 0.00179569 0.00107125 0.000498825 0.00182813 0.00142683 0.00035761 0.00180841 0.00133396 0.00184224 0.0018695 0.000509145 0.00189743 0.00161536 0.00162148 0.00169876 0.00162071 0.00180109
internal_weight=0 391 1957 1827 130 266 1707 125 214 1650 120 1397 1247 161 1121 150 253 192 126 133
internal_count=2348 391 1957 1827 130 266 1707 125 214 1650 120 1397 1247 161 1121 150 253 192 126 133
is_linear=0
shrinkage=0.0032998


Tree=4111
num_leaves=19
num_cat=0
split_feature=12 9 474 16 51 51 51 51 51 51 50 1446 43 12 12 52 51 16
split_gain=0.554737 0.604191 0.502283 0.372629 0.365656 0.409773 0.538281 0.418281 0.364743 0.445164 0.492169 0.409659 0.264426 0.528458 0.414178 0.258113 0.14518 0.105148
threshold=-0.085719999999999977 0.037245000000000007 -0.10160499999999999 -0.013024999999999998 -0.014989999999999998 -0.22361999999999996 -0.096089999999999981 -0.08569499999999998 0.10174000000000001 0.11794000000000002 0.11833 0.084285000000000013 -0.085594999999999991 0.10055500000000002 0.097610000000000016 -0.066959999999999978 -0.42597499999999994 -0.41163499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 17 5 16 -7 -8 11 -10 -11 12 13 -6 -14 -9 -4 -1
right_child=1 -3 4 -5 8 6 7 15 9 10 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=0.0017397661662323757 0.027546997638121046 0.029576728105582248 0.0086607648451188565 0.012424076951090378 0.020173508830466379 -0.0084914229904456823 0.017801952677176061 -0.0060525013913399544 -0.0076058727234569303 0.022747254442234535 0.0013504617197403115 0.023827538159635207 0.009426318723996718 0.004071242301001067 0.019431038619123195 0.0075873377643975309 0.020171971215714502 -0.0078891702837129811
leaf_weight=64 52 52 60 67 244 81 75 61 56 53 72 91 868 76 136 110 66 64
leaf_count=64 52 52 60 67 244 81 75 61 56 53 72 91 868 76 136 110 66 64
internal_value=0 0.0116358 0.011191 0.00225052 0.010775 0.00654644 0.0033974 0.00731931 0.0119741 0.0048448 0.0104371 0.0128847 0.0121313 0.0163548 0.0107833 0.00271116 0.0147047 -0.00306067
internal_weight=0 2153 2101 195 2049 453 327 246 1596 181 125 1415 1324 320 1004 171 126 128
internal_count=2348 2153 2101 195 2049 453 327 246 1596 181 125 1415 1324 320 1004 171 126 128
is_linear=0
shrinkage=0.16829


Tree=4112
num_leaves=26
num_cat=0
split_feature=12 2 97 2 15 47 0 52 2 0 52 52 51 0 160 16 0 484 0 151 16 160 12 2 43
split_gain=12.6349 3.02946 2.98359 2.9178 1.73804 1.24771 0.681719 0.628655 0.619618 0.556354 0.53674 0.529162 0.521152 0.345452 0.337254 0.495758 0.324573 0.381885 0.237712 0.385155 0.364758 0.261585 0.315304 0.203513 0.201642
threshold=0.054520000000000006 0.13673000000000005 -0.0047149999999999996 0.13290500000000002 -0.0053099999999999996 0.077555000000000013 -0.065794999999999979 -0.084674999999999986 0.087575000000000014 -0.10803999999999998 0.39765000000000006 -0.54313499999999992 -0.095799999999999982 -0.037794999999999995 -0.010724999999999998 -0.41574999999999995 -0.072674999999999976 -0.083949999999999983 -0.082234999999999989 -0.04886999999999999 -0.11180499999999999 -0.061284999999999992 0.10337000000000002 0.091155000000000014 -0.088994999999999991
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=1 2 -1 8 5 7 -3 -4 9 -2 12 -10 -11 -6 -9 -16 17 -14 19 -13 -21 -20 24 -22 -23
right_child=3 6 4 -5 13 -7 -8 14 11 10 -12 18 16 -15 15 -17 -18 -19 21 20 23 22 -24 -25 -26
leaf_value=0.00038827275712905856 0.0019720674268776158 0.00075714981642452069 0.0012834443709633242 0.00082182139443120355 0.0013581636716922156 0.0014565485910878783 0.00023556959508511959 0.0010819897022478894 0.0017755615558263692 0.0013587786289467291 0.001337204038507717 0.0013224196845967899 0.0013827056161908574 0.00170593463629761 0.0010435614652920097 0.00063332602773328662 0.0018973312458264379 0.0016775218863632623 0.0012636119048614323 0.0014496630235730694 0.0015964834276946652 0.0017130534108024053 0.0012766366743138938 0.0018300128455198898 0.0014805179173330977
leaf_weight=55 54 58 54 57 65 73 52 63 79 63 67 65 54 63 52 86 67 551 82 102 95 55 69 78 189
leaf_count=55 54 58 54 57 65 73 52 63 79 63 67 65 54 63 52 86 67 551 82 102 95 55 69 78 189
internal_value=0 0.00100825 0.00111524 0.00155727 0.00120284 0.00107522 0.000510905 0.000965915 0.00158235 0.00164482 0.00162274 0.00151661 0.00164872 0.00152961 0.000880433 0.000788163 0.00167585 0.00165127 0.00148873 0.00155393 0.00160852 0.00143252 0.00147666 0.00170198 0.00153308
internal_weight=0 621 511 1727 456 328 110 255 1670 856 802 814 735 128 201 138 672 605 735 340 275 395 313 173 244
internal_count=2348 621 511 1727 456 328 110 255 1670 856 802 814 735 128 201 138 672 605 735 340 275 395 313 173 244
is_linear=0
shrinkage=0.0032998


Tree=4113
num_leaves=22
num_cat=0
split_feature=97 2 52 3 1375 156 133 12 12 52 13 52 3 3 13 52 3 402 12 3 3
split_gain=0.527761 0.449563 0.629852 0.645843 0.345296 0.325199 0.453205 0.728816 0.453221 0.470055 0.394897 0.300945 0.728644 0.456127 0.22489 0.271778 0.203702 0.392649 0.232821 0.179104 0.142135
threshold=-0.0047149999999999996 0.087575000000000014 0.39765000000000006 -0.12077499999999998 -0.080114999999999978 0.085050000000000014 0.052820000000000013 -0.090699999999999989 -0.016554999999999997 -0.23125999999999997 -0.086219999999999977 -0.069924999999999987 -0.049509999999999992 -0.082254999999999981 -0.071244999999999989 -0.24166499999999999 -0.085499999999999979 0.02938 0.08536500000000001 -0.085374999999999993 -0.081854999999999997
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 2 3 -2 -3 6 7 -6 -9 -10 -8 13 16 -5 -7 -16 18 -18 -13 -12 -21
right_child=1 4 -4 11 5 14 10 8 9 -11 19 12 -14 -15 15 -17 17 -19 -20 20 -22
leaf_value=-0.0060924191216967637 0.029144451309795358 -0.0050424655745081133 -0.001450830095251356 0.016517938337859746 -0.013691413737965183 0.0071139138434654853 0.02409522619747315 0.021282336599968813 0.018668969423665825 0.0034049923579659806 0.016622217379771608 0.0022237555685449342 0.029367009550799034 -0.0013928108493132037 0.012026317050493431 0.027874084573704053 0.012432048216387452 0.027233484527837241 0.012801936327792139 0 0.0096806997406441563
leaf_weight=56 77 52 77 72 54 62 66 55 65 478 85 94 83 91 65 59 268 63 160 54 212
leaf_count=56 77 52 77 72 54 62 66 55 65 478 85 94 83 91 65 59 268 63 160 54 212
internal_value=0 0.0104234 0.0131416 0.014381 0.0083735 0.00893082 0.00779742 0.00502156 0.00671437 0.00523548 0.0121333 0.0130109 0.014595 0.00650766 0.0154351 0.0195813 0.0124961 0.0152547 0.00889425 0.00987892 0.00771736
internal_weight=0 2292 985 908 1307 1255 1069 652 598 543 417 831 668 163 186 124 585 331 254 351 266
internal_count=2348 2292 985 908 1307 1255 1069 652 598 543 417 831 668 163 186 124 585 331 254 351 266
is_linear=0
shrinkage=0.16829


Tree=4114
num_leaves=15
num_cat=0
split_feature=97 14 10 2 3 160 41 155 43 474 3 0 0 51
split_gain=0.365331 0.349933 0.332657 0.27638 0.800909 0.499392 0.469452 0.297278 0.315709 0.432737 0.371957 0.281959 0.321571 0.129939
threshold=-0.0047149999999999996 -0.31058999999999998 -0.084119999999999986 0.085730000000000015 -0.12077499999999998 0.0088350000000000008 0.077565000000000009 0.11854500000000001 -0.0040649999999999983 0.091180000000000011 0.10924500000000002 -0.079854999999999995 -0.081654999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 11 7 8 9 -5 -10 12 -6 -13
right_child=1 2 3 6 5 -7 -8 -9 10 -11 -12 13 -14 -15
leaf_value=-0.0050671274373002371 -0.0029404165671671617 0.021870057380702766 0.029791725366870747 0.010715528421737086 0.010442265103370449 -0.0043608303615800138 -0.006886347814970285 0.019767514662213728 0.0015032540215028254 -0.0046296510067849227 0.011942768336413204 0.0094265424300623655 -0.00358927080092406 0.019417967860352346
leaf_weight=56 71 56 61 709 406 65 63 58 379 56 130 52 52 134
leaf_count=56 71 56 61 709 406 65 63 58 379 56 130 52 52 134
internal_value=0 0.00867073 0.00904272 0.00871009 0.0112737 0.00967793 0.00729377 0.0079658 0.00742711 0.00958987 0.00417306 0.0110977 0.00884524 0.0166343
internal_weight=0 2292 2221 2165 770 709 1395 1332 1274 765 509 644 458 186
internal_count=2348 2292 2221 2165 770 709 1395 1332 1274 765 509 644 458 186
is_linear=0
shrinkage=0.16829


Tree=4115
num_leaves=16
num_cat=0
split_feature=9 133 133 3 3 157 160 133 151 3 1213 43 43 3 3
split_gain=0.658753 0.399068 0.334012 0.33875 0.57244 0.277421 0.331358 0.812569 0.380434 0.338814 0.284163 0.266807 0.173992 0.126165 0.0703148
threshold=0.085355000000000014 0.11588000000000002 0.10599500000000002 0.10632000000000001 0.12991000000000003 -0.23223999999999997 0.08443500000000001 0.08784500000000002 -0.010154999999999999 -0.23746499999999995 -0.085049999999999987 -0.094699999999999993 -0.040789999999999993 0.31370500000000007 -0.077634999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 9 8 -8 -7 -11 -3 -13 -6 -14
right_child=-2 11 -4 4 13 6 7 -9 -10 10 -12 12 14 -15 -16
leaf_value=0.021253451488434737 -0.0084192475096191745 0.012273650174224373 0.022282413687153113 -0.011834561273345257 0.013419573245271686 -0.0048360587895396757 0.029804120771291971 -0.0033417782537962537 0.014281758119970463 0.015233745080491879 0.0078455508618168589 -0.0064448400666301271 0.0066765913195088698 0.0030855527771577527 -0.00096320433136953235
leaf_weight=56 68 61 54 58 66 54 71 54 123 168 1244 82 78 69 60
leaf_count=56 68 61 54 58 66 54 71 54 123 168 1244 82 78 69 60
internal_value=0 0.00837524 0.00920332 0.00884262 0.0021357 0.00957292 0.00919024 0.0148883 0.0199719 0.00822509 0.00872587 0.00242491 -0.000297705 0.00815105 0.00334192
internal_weight=0 2298 2017 1963 193 1770 1714 248 194 1466 1412 281 220 135 138
internal_count=2366 2298 2017 1963 193 1770 1714 248 194 1466 1412 281 220 135 138
is_linear=0
shrinkage=0.16829


Tree=4116
num_leaves=14
num_cat=0
split_feature=1453 0 0 52 43 52 39 0 0 47 1208 16 151
split_gain=0.35364 0.351619 0.553423 0.53825 0.316207 0.266678 0.480864 0.657444 0.327408 0.447257 0.32505 0.35662 0.20947
threshold=-0.07303999999999998 0.062580000000000011 0.0037850000000000002 -0.083119999999999986 -0.49218499999999993 -0.092264999999999986 0.086210000000000023 -0.095869999999999983 -0.092734999999999984 0.077555000000000013 0.086590000000000014 -0.072729999999999975 -0.0039699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 8 10 -8 -6 12 11 -7 -10
right_child=1 3 -4 -5 5 6 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0044922011381170078 0.019847486522357072 0.0041054923814432672 -0.0066172879473920185 0.026250251063211924 0.022190001527855007 0.0093514846043580898 0.0098167970684513925 -0.014466780515699549 0.014178850150834343 0.020544486116340424 -0.0052299597816799683 0.0040415449449891045 0.002186699808806352
leaf_weight=79 53 60 88 65 60 846 55 74 54 68 63 624 177
leaf_count=79 53 60 88 65 60 846 55 74 54 68 63 624 177
internal_value=0 0.00694678 0.00644361 0.0156351 0.00699865 0.00666081 0.00576003 -0.00409939 0.010826 0.00853954 0.00659086 0.00709869 0.00499784
internal_weight=0 2287 2162 125 2074 2021 1662 129 359 299 1533 1470 231
internal_count=2366 2287 2162 125 2074 2021 1662 129 359 299 1533 1470 231
is_linear=0
shrinkage=0.16829


Tree=4117
num_leaves=12
num_cat=0
split_feature=4 10 12 4 13 16 3 4 0 151 4
split_gain=0.924843 1.02308 0.862892 0.477695 0.397014 0.411452 0.382508 0.430375 0.273945 0.265276 0.180946
threshold=-0.5093899999999999 0.058500000000000003 -0.11875499999999999 0.27161500000000005 -0.15569499999999997 -0.087569999999999995 -0.18766499999999997 -0.15450999999999995 -0.10803999999999998 -0.00016499999999999997 0.06301000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 9 -7 -8 -5 -6 -11
right_child=1 -3 3 8 5 6 7 -9 -10 10 -12
leaf_value=0.025108220714229947 0.02520063251163885 -0.01777333487646084 -0.005789866146417251 0.0034535221335175569 0.021822529307100352 -0.0092818499097298123 0.018141119246037788 0.0045882401018118128 -0.0093599324596000382 0.011233660893896573 0.0034682308117694395
leaf_weight=66 61 55 82 91 52 53 70 1315 98 304 119
leaf_count=66 61 55 82 91 52 53 70 1315 98 304 119
internal_value=0 0.00489545 0.00545161 0.00489919 0.00566558 0.00615755 0.00473677 0.00527452 -0.00318099 0.010455 0.00905331
internal_weight=0 2300 2245 2184 1995 1913 1438 1385 189 475 423
internal_count=2366 2300 2245 2184 1995 1913 1438 1385 189 475 423
is_linear=0
shrinkage=0.16829


Tree=4118
num_leaves=21
num_cat=0
split_feature=1 1 12 14 16 2 4 52 4 4 4 52 15 52 13 1 15 12 42 12
split_gain=23.4835 4.70215 2.81193 1.8525 1.83073 1.73719 1.66042 0.908438 0.857044 1.51593 0.721263 0.703045 0.681256 0.65453 0.560397 0.522535 0.368665 0.19049 0.122415 0.116993
threshold=0.11810000000000001 0.092900000000000024 0.023990000000000004 0.062655000000000016 -0.38959499999999997 0.14271500000000001 -0.021399999999999995 -0.012574999999999998 -0.49432999999999994 -0.10429499999999998 0.036620000000000007 -0.063789999999999986 -0.14798499999999998 -0.088204999999999992 -0.0021749999999999994 0.13630500000000004 -0.067469999999999988 0.084345000000000017 0.096415000000000015 0.090255000000000016
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 6 8 15 11 -3 -8 -1 -10 12 -6 -11 -4 -14 -2 -15 -12 -18 -19
right_child=4 2 13 -5 5 -7 7 -9 9 10 17 -13 14 16 -16 -17 18 19 -20 -21
leaf_value=0.0017169293353207801 0.00012438452742970685 0.0011975700889331523 0.0014535623974194038 0.0019024046421288741 0.00042361816160565725 -2.1932149225483559e-05 0.00028882185243277924 0.00077811610326837706 0.0007683433705821625 0.0017366546113192281 0.00098152720130527025 0.00096030399709549918 0.0013853087286518544 0.00088368838885417454 0.0012059616047747999 -0.00034088398677839434 0.0013298090309008474 0.0013351865243122422 0.0010962396359543538 0.0011489415760358073
leaf_weight=60 52 56 85 64 53 56 81 85 54 52 52 54 930 59 243 53 52 60 52 113
leaf_count=60 52 56 85 64 53 56 81 85 54 52 52 54 930 59 243 53 52 60 52 113
internal_value=0 0.00126688 0.000975861 0.00135087 0.000229407 0.000448343 0.000705715 0.000539576 0.00132828 0.00131275 0.001333 0.000694798 0.0013647 0.00121754 0.00134819 -0.00011013 0.00109425 0.00116023 0.00121336 0.00121374
internal_weight=0 2098 470 1628 268 163 222 166 1564 1504 1450 107 1225 248 1173 105 163 225 104 173
internal_count=2366 2098 470 1628 268 163 222 166 1564 1504 1450 107 1225 248 1173 105 163 225 104 173
is_linear=0
shrinkage=0.0032998


Tree=4119
num_leaves=12
num_cat=0
split_feature=4 4 14 41 2 49 2 1452 50 2 2
split_gain=0.645374 0.570933 0.72709 0.393626 0.358685 0.3952 0.32201 0.320225 0.311442 0.286535 0.256051
threshold=-0.5093899999999999 0.30163500000000004 -0.10708499999999999 0.07677500000000001 0.14271500000000001 0.13302000000000003 0.10054500000000001 0.089640000000000011 -0.23848499999999997 0.11756000000000001 0.12665500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 -4 8 -2 -10 -8
right_child=1 2 6 -5 -6 -7 10 -9 9 -11 -12
leaf_value=0.021824174925306482 0.018351109658914448 0.0110050334792644 -0.019588495953798385 0.017203286350787488 -0.0075491861172817679 0.019701636359876158 0.0040161673107129399 -0.0065380593842178534 0.0049207541588040284 0.015999408123530904 -0.012218112309641543
leaf_weight=66 54 74 55 83 59 56 57 62 1678 69 53
leaf_count=66 54 74 55 83 59 56 57 62 1678 69 53
internal_value=0 0.00493666 -0.00284451 0.00583985 0.00536212 0.00576002 -0.0090667 0.00533998 0.00574988 0.00535935 -0.00378947
internal_weight=0 2300 239 2061 1978 1919 165 1863 1801 1747 110
internal_count=2366 2300 239 2061 1978 1919 165 1863 1801 1747 110
is_linear=0
shrinkage=0.16829


Tree=4120
num_leaves=22
num_cat=0
split_feature=1 1 12 12 2 4 1 4 12 1 49 11 12 4 4 12 4 48 16 4 50
split_gain=82.9075 12.8126 10.1515 9.76054 5.03482 4.35653 3.00615 2.657 2.03321 2.00791 2.45311 1.50329 1.17681 1.1359 0.843146 0.74826 0.698607 0.480969 0.244374 0.17131 0.0768639
threshold=0.10538500000000002 0.12450500000000002 -0.029844999999999997 0.085090000000000013 0.11736500000000001 0.30163500000000004 0.092655000000000015 0.046720000000000005 0.10031500000000002 0.089625000000000024 -0.0063599999999999985 1.0000000180025095e-35 -0.082514999999999991 0.043850000000000007 -0.07928499999999998 -1.0000000180025095e-35 0.070595000000000005 0.083570000000000019 -0.0048099999999999992 -0.022999999999999996 0.096640000000000018
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=2 3 6 15 8 -3 -1 -5 9 11 -11 13 -7 17 -12 -2 -15 -4 19 -10 -16
right_child=1 5 4 7 -6 12 -8 -9 18 10 14 -13 -14 16 20 -17 -18 -19 -20 -21 -22
leaf_value=0.0082926099600843274 0.0069367531432798996 0.0071995232603468242 0.008962521632916361 0.0089948218523593134 0.0079357512634758709 0.0058745153203912321 0.0071923528843202801 0.0079441209893991501 0.0087124022093632639 0.0079550497650446739 0.0084486178553986099 0.0094224956202011503 0.0065110441991724569 0.0082967773150409759 0.0089746226484146117 0.0073983945044060594 0.0088191305488407781 0.0087404036727488279 0.0082936903759902661 0.008440568137405605 0.0087673486840320562
leaf_weight=56 74 90 901 54 73 54 54 53 70 52 69 65 83 54 99 90 68 137 55 64 52
leaf_count=56 74 90 901 54 73 54 54 53 70 52 69 65 83 54 99 90 68 137 55 64 52
internal_value=0 0.00721234 0.00872801 0.00769756 0.00878898 0.0066329 0.0077528 0.00847471 0.0088259 0.00886716 0.00860703 0.0089249 0.00626041 0.00889698 0.00876098 0.00719031 0.00858821 0.00893324 0.00849888 0.00858283 0.00890348
internal_weight=0 498 1869 271 1759 227 110 107 1686 1497 272 1225 137 1160 220 164 122 1038 189 134 151
internal_count=2367 498 1869 271 1759 227 110 107 1686 1497 272 1225 137 1160 220 164 122 1038 189 134 151
is_linear=0
shrinkage=0.0032998


Tree=4121
num_leaves=12
num_cat=0
split_feature=43 16 1455 48 156 3 14 483 133 13 156
split_gain=0.715737 0.662124 0.493592 0.488784 0.323557 0.38229 0.346406 0.302096 0.310863 0.274797 0.178992
threshold=-0.15786499999999998 -0.0048099999999999992 0.10563500000000002 -0.086624999999999994 0.10788500000000002 0.31299000000000005 0.054835000000000009 -0.095084999999999989 0.50628500000000021 0.23904000000000003 0.12159000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 5 6 7 -5 -9 -1 -6
right_child=2 -3 -4 4 10 -7 -8 8 -10 -11 -12
leaf_value=-0.00043960386424918171 0.025881447295394985 -0.012821677211600383 0.026950243097254391 0.020907939472532021 0.026164514926431681 -0.0019605348333247394 -0.0034774606464444079 0.0095100480555912765 0.020676207464452905 0.016747082268154745 0.012476078121736418
leaf_weight=52 57 71 53 75 52 78 52 1692 74 53 58
leaf_count=52 57 71 53 75 52 78 52 1692 74 53 58
internal_value=0 -0.000259109 0.0108856 0.0104865 0.010064 0.00956641 0.0100423 0.0104252 0.00997896 0.00821847 0.0189633
internal_weight=0 176 2191 2138 2081 1971 1893 1841 1766 105 110
internal_count=2367 176 2191 2138 2081 1971 1893 1841 1766 105 110
is_linear=0
shrinkage=0.16829


Tree=4122
num_leaves=25
num_cat=0
split_feature=15 12 150 43 3 42 15 0 48 12 13 0 3 0 155 15 42 13 3 12 15 13 42 130
split_gain=12.0687 5.40983 2.56329 2.80961 2.19848 2.15576 1.82396 1.27045 0.975418 0.923745 0.806151 0.633472 0.612911 0.487378 0.71035 0.656884 1.1986 0.420648 0.560095 0.502688 0.379522 0.319331 0.95059 0.322436
threshold=-0.25061999999999995 0.077755000000000005 1.0000000180025095e-35 -0.049364999999999992 0.11372500000000001 0.12403500000000002 -0.42443999999999993 -0.079249999999999987 0.089670000000000014 0.091475000000000015 -1.0000000180025095e-35 -0.073674999999999977 -0.14818499999999998 -0.072174999999999975 0.10532500000000002 0.093175000000000022 0.084145000000000011 -0.086919999999999983 -0.080104999999999996 0.084475000000000008 0.096385000000000012 -0.013359999999999999 0.092160000000000006 0.091285000000000019
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=6 2 3 -2 7 9 10 -5 -4 11 -1 12 -3 20 15 16 -15 18 -14 -19 21 22 -11 -23
right_child=1 5 8 4 -6 -7 -8 -9 -10 13 -12 -13 17 14 -16 -17 -18 19 -20 -21 -22 23 -24 -25
leaf_value=0.00081258440767629548 0.0010145936777391513 0.0014724706646351336 0.0012155051847476108 0.0021680752009351138 0.0011881870872888134 0.001141819132618111 0.00029729505617711601 0.001585025413040275 0.00068010456841971392 0.0022430167662614233 0.0013199742721375081 0.0021914616768729418 0.0018667632650148339 0.0017339207994553668 0.0018951615673952664 0.0017534610399340491 0.001120142876793789 0.0015672239473512085 0.0022357299737929305 0.0018348413674344325 0.0015477004297530209 0.0018056826084358044 0.0017079352003741741 0.0014850068830618004
leaf_weight=89 86 53 96 94 63 61 54 73 61 60 56 54 184 57 59 68 90 92 61 521 79 110 94 52
leaf_count=89 86 53 96 94 63 61 54 73 61 60 56 54 184 57 59 68 90 92 61 521 79 110 94 52
internal_value=0 0.00166536 0.001353 0.00152444 0.00171492 0.00175251 0.000815894 0.00191342 0.00100771 0.00177528 0.00100878 0.00184099 0.00182018 0.00168045 0.00157227 0.0014835 0.00135838 0.00184162 0.00195877 0.00179473 0.0017554 0.00180721 0.00191664 0.00170297
internal_weight=0 2168 473 316 230 1695 199 167 157 1634 145 965 911 669 274 215 147 858 245 613 395 316 154 162
internal_count=2367 2168 473 316 230 1695 199 167 157 1634 145 965 911 669 274 215 147 858 245 613 395 316 154 162
is_linear=0
shrinkage=0.0032998


Tree=4123
num_leaves=15
num_cat=0
split_feature=2 15 39 2 13 15 13 2 1455 2 15 51 2 15
split_gain=14.7262 4.99652 3.15442 2.36026 1.64812 1.47793 0.922488 0.769526 0.685294 0.535121 0.64941 0.479178 0.395383 0.259223
threshold=0.11891500000000001 -0.41880499999999993 0.081875000000000017 0.14794000000000004 -0.16392499999999996 -0.11251499999999999 -0.097519999999999982 -0.0050599999999999994 0.018650000000000003 0.10859000000000001 -1.0000000180025095e-35 -0.10830999999999999 0.17576500000000003 -0.013969999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -2 -6 -4 9 11 -11 -8 -5 -10
right_child=3 2 7 12 6 -7 8 -9 13 10 -12 -13 -14 -15
leaf_value=0.00076547849659922007 0.00069911094068197596 0.0011115046144558769 0.0008420760129871904 0.00060939322215695544 0.0020089006517105654 0.001308441167167403 0.0018771540539038901 0.0013402630034599638 0.0017368970248700941 0.0011876198897766155 0.0016852133866213283 0.0016461307844912645 0.000212111449599855 0.0020277636944674993
leaf_weight=76 79 57 52 57 91 97 108 99 67 60 56 1342 53 73
leaf_count=76 79 57 52 57 91 97 108 99 67 60 56 1342 53 73
internal_value=0 0.00159685 0.00162834 0.000798012 0.00166574 0.00103514 0.0016833 0.00116894 0.00166591 0.00164596 0.00142814 0.00166336 0.000418296 0.00188881
internal_weight=0 2081 2005 286 1854 176 1797 151 1706 1566 116 1450 110 140
internal_count=2367 2081 2005 286 1854 176 1797 151 1706 1566 116 1450 110 140
is_linear=0
shrinkage=0.0032998


Tree=4124
num_leaves=17
num_cat=0
split_feature=1 3 123 2 0 2 2 16 52 1 0 15 13 42 2 15
split_gain=46.9376 9.02003 7.25355 6.33522 3.8696 3.85608 3.69823 1.4014 1.34741 2.25051 1.43128 0.796393 0.76579 0.706301 0.23845 0.0797439
threshold=0.10732500000000002 0.31343500000000007 1.0000000180025095e-35 0.11500500000000001 -0.22984499999999997 -1.0000000180025095e-35 0.12358500000000001 0.0073350000000000004 -0.53937999999999986 0.099325000000000011 -0.071844999999999978 0.03981500000000001 0.0019650000000000002 0.099210000000000007 0.13574000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 -1 -2 8 -7 15 10 12 -12 -10 14 -5 -6
right_child=1 -3 -4 13 6 7 -8 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0014027165226996707 0.00099072588027114506 -2.2034157787714741e-05 0.0012144479443915732 0.0010275273549313121 0.0025200615778526968 0.0015871416711356716 0.001361385644399322 0.0023112904824181997 0.0023354423740801927 0.0016429677587670786 0.0018770877222791854 0.0022692580562674106 0.0021080896993796289 0.00043664791613599321 0.00072286078516634977 0.0027185164335484426
leaf_weight=64 69 82 85 61 55 55 52 63 1112 68 152 92 193 58 54 52
leaf_count=64 69 82 85 61 55 55 52 63 1112 68 152 92 193 58 54 52
internal_value=0 0.000965243 0.0021578 0.00119022 0.00220136 0.00161142 0.00223012 0.00197406 0.0022563 0.00223242 0.00225828 0.0020251 0.00230185 0.000734738 0.000884773 0.00261684
internal_weight=0 442 1925 360 1840 187 1776 118 1724 1617 1549 244 1305 173 115 107
internal_count=2367 442 1925 360 1840 187 1776 118 1724 1617 1549 244 1305 173 115 107
is_linear=0
shrinkage=0.0032998


Tree=4125
num_leaves=18
num_cat=0
split_feature=1 52 400 1428 1 402 0 1446 133 0 12 151 52 133 15 133 13
split_gain=0.849383 0.323549 0.499254 0.370193 0.346619 0.354692 0.313345 0.311586 0.362596 0.608737 0.420629 0.253523 0.234075 0.25892 0.155518 0.238303 0.110914
threshold=0.14262000000000002 0.047850000000000011 -0.077734999999999985 0.08653000000000001 0.12765500000000005 0.11174500000000002 -0.22607999999999998 0.037915000000000011 -0.0061299999999999992 -0.10023499999999998 0.08073000000000001 0.088225000000000012 0.51286500000000013 0.047025000000000004 0.084785000000000013 -0.13668499999999997 -0.015169999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 14 -10 -11 -8 13 -12 16 -16 -3
right_child=-2 7 3 -5 -6 -7 11 -9 9 10 12 -13 -14 -15 15 -17 -18
leaf_value=-0.0039187302343430671 -0.0045890522390715938 0.029033826068395691 0.002018504999158829 0.025822469634157432 0.00089707321195057468 -0.00046919435252468851 0.012794238575201768 0.025026164759383487 -0.003662996087063755 0.027610369616630364 0.0014860304609606119 0.024865156904007629 0.02072116255045359 0.012956656583062109 0.0070218070940094345 0.020763386441951477 0.019223696500358701
leaf_weight=59 83 53 74 52 85 61 1078 86 66 54 83 52 63 172 62 86 91
leaf_count=59 83 53 74 52 85 61 1078 86 66 54 83 52 63 172 62 86 91
internal_value=0 0.0127271 0.0112234 0.0118619 0.0113228 0.0120219 0.0126563 0.0154173 0.0142828 0.0112103 0.0138539 0.0133513 0.0115123 0.00923013 0.0188854 0.0150189 0.0228468
internal_weight=0 2277 1461 1402 1350 1265 1204 816 730 438 372 1130 318 255 292 148 144
internal_count=2360 2277 1461 1402 1350 1265 1204 816 730 438 372 1130 318 255 292 148 144
is_linear=0
shrinkage=0.16829


Tree=4126
num_leaves=12
num_cat=0
split_feature=3 393 16 160 1210 123 12 41 3 40 16
split_gain=0.835738 0.556395 0.396962 0.343636 0.269226 0.222779 0.35467 0.421083 0.29383 0.179311 0.167605
threshold=0.31370500000000007 0.086855000000000016 -0.084884999999999988 -0.54119499999999987 -0.091799999999999979 0.085740000000000011 -0.024179999999999997 0.08110500000000001 -0.081224999999999978 -0.07334499999999998 -0.24235499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 9 8 -8 -6 -7
right_child=-2 2 -4 4 5 10 7 -9 -10 -11 -12
leaf_value=0.023601122911325122 -0.0073868972982339669 0.0090204886977746767 -0.011769319626292877 -0.00061913299952110639 0.014394651492481123 0.01160076644053709 0.013597192036467065 -0.0029235495651579232 0.0092273062191455587 0.02748116445740793 -0.00074219276519272908
leaf_weight=62 75 52 52 56 65 53 915 59 840 56 75
leaf_count=62 75 52 52 56 65 53 915 59 840 56 75
internal_value=0 0.0106534 -0.00135714 0.0112269 0.010864 0.0111766 0.0116269 0.0110363 0.0115066 0.0204661 0.00435453
internal_weight=0 2285 104 2181 2119 2063 1935 1814 1755 121 128
internal_count=2360 2285 104 2181 2119 2063 1935 1814 1755 121 128
is_linear=0
shrinkage=0.16829


Tree=4127
num_leaves=12
num_cat=0
split_feature=3 393 52 1427 1375 150 43 0 13 4 3
split_gain=0.595632 0.380391 0.494722 0.372562 0.341107 0.384556 0.286822 0.956362 0.371552 0.369419 0.212085
threshold=0.32329500000000005 0.086855000000000016 0.048675000000000003 1.0000000180025095e-35 -0.14438999999999999 0.11819500000000001 0.087840000000000015 -0.099059999999999995 -0.16152999999999998 0.03851000000000001 -0.062534999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 -8 -6 -10 -9
right_child=-2 2 -4 -5 5 -7 7 10 9 -11 -12
leaf_value=-0.0045578692330654324 -0.0085950761278062535 -0.012748476686417582 0.010462245445959379 0.02155571443565639 -0.0054414311192326481 0.023529863003606433 0.033827041092502258 0.0038045519687109216 0.0098664616174931174 0.0039249286394533438 0.01691764468849551
leaf_weight=52 57 52 52 68 55 52 55 108 1378 379 52
leaf_count=52 57 52 52 68 55 52 55 108 1378 379 52
internal_value=0 0.00880416 -0.00112584 0.00927461 0.00888188 0.0092189 0.00885088 0.014673 0.00815908 0.00858584 0.00807754
internal_weight=0 2303 104 2199 2131 2079 2027 215 1812 1757 160
internal_count=2360 2303 104 2199 2131 2079 2027 215 1812 1757 160
is_linear=0
shrinkage=0.16829


Tree=4128
num_leaves=17
num_cat=0
split_feature=3 13 16 51 4 16 13 1211 160 4 1446 4 43 3 16 4
split_gain=0.430576 0.742262 0.413557 0.301386 0.373123 0.678377 0.341858 0.307595 0.412723 0.311933 0.333941 0.286401 0.282887 0.215969 0.196837 0.105548
threshold=0.11745500000000002 -0.11122999999999998 -0.54150999999999994 -0.40771999999999992 0.053455000000000009 -0.42004999999999992 -0.0070899999999999991 0.078255000000000005 -0.52742999999999995 -0.15618499999999999 0.08376500000000002 -0.079614999999999977 -0.063549999999999982 -0.034684999999999994 -0.13644999999999999 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 -1 -4 7 13 14 8 -5 12 -11 -9 -10 -6 -7 -2
right_child=1 -3 3 4 5 6 -8 11 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0.022468597631498791 0.0021501639945390007 -0.015313622116103764 0.017154454372056548 0.02114069743967837 0.0047878721849624823 0.0069512678600543902 -0.016278634866506242 -0.0085637988512074995 -0.0090053474423549863 0.0095582246066195642 -0.00039940150054631714 0.0075593916310831913 0.0056447620675489233 0.017796574593801493 -0.0063254986887990149 0.012437468960058488
leaf_weight=52 58 65 84 70 90 57 55 60 53 1234 103 65 126 61 71 56
leaf_count=52 58 65 84 70 90 57 55 60 53 1234 103 65 126 61 71 56
internal_value=0 -0.000952986 0.00762406 0.00726064 0.00685337 0.00170146 -0.00518149 0.00785801 0.0084915 0.00790625 0.00878976 -0.000165367 0.00129698 0.0100549 -0.000399153 0.00721934
internal_weight=0 179 2181 2129 2045 334 183 1711 1586 1516 1337 125 179 151 128 114
internal_count=2360 179 2181 2129 2045 334 183 1711 1586 1516 1337 125 179 151 128 114
is_linear=0
shrinkage=0.16829


Tree=4129
num_leaves=13
num_cat=0
split_feature=15 15 13 15 13 474 474 472 484 43 4 39
split_gain=0.294006 0.421952 0.332772 0.31808 0.224881 0.26868 0.429948 0.404529 0.250907 0.491674 0.273103 0.152266
threshold=-0.26826999999999995 -0.23001499999999997 -0.16392499999999996 -0.45726999999999995 -0.10477499999999999 0.088435000000000014 0.085295000000000024 -1.0000000180025095e-35 0.079595000000000013 -0.024279999999999996 -0.082304999999999975 0.0095750000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 11 -4 6 8 -7 10 -10 -6 -1
right_child=1 2 4 -5 5 7 -8 -9 9 -11 -12 -13
leaf_value=-0.0014063107164049499 0.021333857215067482 -0.0037478344870712039 0.014918608269483427 -0.0097011782152062239 0.0088808807939071855 0.0012123837693988669 -0.0088696353831836279 0.019857602876449453 0.0056860624421631581 0.02579261375041679 0.0039625028168831008 0.010924629888261803
leaf_weight=56 52 95 85 69 445 52 57 91 103 52 1146 57
leaf_count=56 52 95 85 69 445 52 57 91 103 52 1146 57
internal_value=0 0.00634288 0.00597537 -0.00068918 0.00643106 0.00605941 0.00550079 0.0130901 0.00597096 0.0124431 0.00533929 0.00479782
internal_weight=0 2178 2126 182 2031 1946 1803 143 1746 155 1591 113
internal_count=2360 2178 2126 182 2031 1946 1803 143 1746 155 1591 113
is_linear=0
shrinkage=0.16829


Tree=4130
num_leaves=26
num_cat=0
split_feature=4 3 1 123 4 1 1 4 12 12 16 402 159 4 3 3 1 12 16 3 16 16 3 52 3
split_gain=64.1488 21.0092 8.94383 2.49333 2.07115 1.87392 1.20662 1.01377 0.852308 0.733417 0.811593 0.651795 0.595394 0.460902 0.503061 0.432223 0.368776 0.355065 0.350983 0.283902 0.224974 0.0986508 0.0926613 0.0758992 0.0535492
threshold=0.30163500000000004 -0.06340999999999998 0.10384000000000002 1.0000000180025095e-35 0.0036400000000000004 0.12719000000000003 0.11810000000000001 0.42953500000000006 0.092495000000000008 0.11721500000000001 -0.0030599999999999998 0.11375000000000002 0.088800000000000004 -0.15333499999999997 -0.096099999999999977 -0.14265999999999998 0.14426500000000003 0.099815000000000015 -0.020464999999999997 0.086245000000000016 -0.046599999999999996 -0.082219999999999988 -0.080604999999999996 0.10347000000000002 -0.08095999999999999
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=1 4 3 9 8 7 -4 -2 11 10 19 12 13 -1 -15 -10 -7 20 21 -3 24 -17 -20 -23 -6
right_child=5 2 6 -5 17 16 -8 -9 15 -11 -12 -13 -14 14 -16 18 -18 -19 22 -21 -22 23 -24 -25 -26
leaf_value=0.0097740176980525579 0.0073998911311540464 0.0091136403943461869 0.0082262792429797296 0.0083185892684910639 0.0093404318067575719 0.0069432102056237316 0.0076666062413138832 0.0080140943214799532 0.0095514616936788303 0.0086831462408752617 0.0093847894565147697 0.0098230181224400453 0.0091472750275580893 0.0091416574772307611 0.0094653288241543544 0.0091678585021514221 0.0073200787484127856 0.0088298376587815867 0.0089578665939918003 0.0087642989132175799 0.0089679933944721794 0.0094270665569510352 0.009180305077175167 0.0092307098756332154 0.0091391500658369214
leaf_weight=54 64 67 98 66 59 69 79 59 59 53 88 54 80 64 700 63 59 61 60 56 66 115 75 58 63
leaf_count=54 64 67 98 66 59 69 79 59 59 53 88 54 80 64 700 63 59 61 60 56 66 115 75 58 63
internal_value=0 0.00916458 0.00857704 0.00889894 0.00934719 0.00740038 0.00797668 0.0076948 0.00939781 0.0090439 0.00913434 0.00945479 0.00943261 0.00946047 0.00943826 0.00927157 0.0071172 0.00906613 0.00922697 0.00895488 0.00914261 0.00930991 0.0090817 0.00936144 0.00923678
internal_weight=0 2138 507 330 1631 251 177 123 1382 264 211 952 898 818 764 430 128 249 371 123 188 236 135 173 122
internal_count=2389 2138 507 330 1631 251 177 123 1382 264 211 952 898 818 764 430 128 249 371 123 188 236 135 173 122
is_linear=0
shrinkage=0.0032998


Tree=4131
num_leaves=15
num_cat=0
split_feature=147 1453 376 51 0 50 1 0 1 52 133 42 42 4
split_gain=0.498019 0.472751 0.347106 0.388003 0.773487 0.29105 0.281162 0.458952 0.489961 0.437913 0.181233 0.180365 0.166595 0.172058
threshold=0.089365000000000014 -0.066944999999999991 0.088055000000000008 0.087425000000000017 -0.045754999999999997 0.089465000000000017 0.14426500000000003 -0.076329999999999995 0.11392000000000001 0.057125000000000002 -0.015824999999999995 0.084465000000000012 0.090775000000000008 -0.0044049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 12 6 7 8 -3 -9 -7 -12 13 -5
right_child=-2 2 -4 4 -6 10 -8 9 -10 -11 11 -13 -14 -15
leaf_value=0.0010258430048062745 0.00046433773774093474 0.015131014333288312 0.00077575388935449175 0.02338282929509277 0.038590001087600412 0.011652035847780923 0.024541835289884687 0.0043647018522616566 -9.5161773471277907e-06 0.015110843780874362 0.028974424418080003 0.017508119563475508 0.0080987835526256814 0.013054616303800306
leaf_weight=81 84 1046 54 99 53 65 56 317 64 163 67 96 57 87
leaf_count=81 84 1046 54 99 53 65 56 317 64 163 67 96 57 87
internal_value=0 0.0136786 0.0141386 0.0144703 0.0201451 0.013573 0.0127892 0.0123742 0.0142564 0.00801766 0.0192239 0.0222323 0.0161147 0.0185616
internal_weight=0 2305 2224 2170 296 1874 1646 1590 1110 480 228 163 243 186
internal_count=2389 2305 2224 2170 296 1874 1646 1590 1110 480 228 163 243 186
is_linear=0
shrinkage=0.16829


Tree=4132
num_leaves=12
num_cat=0
split_feature=14 51 147 1453 151 51 13 39 51 43 43
split_gain=0.503916 0.790525 0.398003 0.407119 0.260007 0.285709 0.255111 0.353369 0.264787 0.202786 0.208144
threshold=-0.10708499999999999 -0.065539999999999987 0.089365000000000014 -0.066944999999999991 0.077805000000000013 0.14743000000000003 -0.089024999999999979 0.099745000000000014 0.087425000000000017 -0.072364999999999985 -0.0038549999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 9 8 -8 -5 -11
right_child=2 -3 -4 4 -6 -7 7 -9 -10 10 -12
leaf_value=0.0077480025010023389 -0.0011047480729209141 0.037145484381685828 -0.0010960943695784177 -0.00080301012765541786 0.020706939740924097 -0.00086671321912567482 0.011924262463398873 -0.00048222197694027273 0.019248357148547411 0.018592390642951571 0.0068942099681272226
leaf_weight=52 77 52 81 72 81 56 1429 60 156 54 219
leaf_count=52 77 52 81 72 81 56 1429 60 156 54 219
internal_value=0 0.022464 0.0104694 0.0108953 0.0113306 0.0109585 0.0112922 0.0121663 0.0126463 0.00711885 0.00921472
internal_weight=0 104 2285 2204 2127 2046 1990 1645 1585 345 273
internal_count=2389 104 2285 2204 2127 2046 1990 1645 1585 345 273
is_linear=0
shrinkage=0.16829


Tree=4133
num_leaves=11
num_cat=0
split_feature=149 447 48 51 4 481 49 10 42 49
split_gain=0.757137 0.461349 0.409802 0.293532 0.318943 0.244865 0.240512 0.292319 0.275405 0.202979
threshold=0.077335000000000015 0.089095000000000021 0.13252500000000003 0.10614000000000001 -0.00096999999999999983 -0.08452999999999998 0.11530000000000001 -0.012544999999999999 -0.14794999999999997 0.13302000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 -9 -8
right_child=-2 -3 -4 4 -6 6 9 8 -10 -11
leaf_value=0.00086489919358905269 0.028149387738560693 -0.0058787874177301455 -0.0050146748851706176 0.010980817717587856 0.027099794844059947 -0.001119943423002091 -0.0050540114418209121 -0.0016252669651527028 0.010551684444037146 0.0091491538359815081
leaf_weight=103 58 60 57 103 53 67 59 54 1720 55
leaf_count=103 58 60 57 103 53 67 59 54 1720 55
internal_value=0 0.00866888 0.00905402 0.00941703 0.0164687 0.00888163 0.00930308 0.00976779 0.01018 0.00178263
internal_weight=0 2331 2271 2214 156 2058 1955 1841 1774 114
internal_count=2389 2331 2271 2214 156 2058 1955 1841 1774 114
is_linear=0
shrinkage=0.16829


Tree=4134
num_leaves=11
num_cat=0
split_feature=149 2 39 14 43 133 393 4 1453 41
split_gain=0.523589 0.356916 0.32053 0.450958 0.371755 0.474513 0.308491 0.292097 0.246622 0.245298
threshold=0.077335000000000015 -0.0091949999999999983 0.099745000000000014 -0.10708499999999999 -0.22778999999999996 0.047025000000000004 0.088255000000000014 0.41816000000000003 -0.066944999999999991 0.07882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -5 8 -1 -6 -10
right_child=-2 2 -4 4 6 -7 -8 -9 9 -11
leaf_value=-0.0080792810090845602 0.023412133614768418 0.021727083529700979 -0.0022237652211577626 0.028666088813834079 -0.0027003054416794609 0.0060942896721299204 0.018133038765918812 0.0082845007827576471 0.0074754159673427615 -0.0041247663095916451
leaf_weight=76 58 67 88 53 75 53 70 52 1744 53
leaf_count=76 58 67 88 53 75 53 70 52 1744 53
internal_value=0 0.00720986 0.00771195 0.0081262 0.00768037 0.0173971 0.00714908 -0.00141746 0.00673739 0.00713229
internal_weight=0 2331 2203 2115 2048 106 1942 128 1872 1797
internal_count=2389 2331 2203 2115 2048 106 1942 128 1872 1797
is_linear=0
shrinkage=0.16829


Tree=4135
num_leaves=14
num_cat=0
split_feature=2 48 1453 51 16 1429 160 49 2 16 2 13 1429
split_gain=0.57542 0.541499 0.506218 0.594681 0.424951 0.390281 0.316661 0.292525 0.602785 0.485983 0.289252 0.238035 0.221083
threshold=0.17000000000000001 -0.086624999999999994 -0.077764999999999987 0.11178000000000002 -0.062394999999999992 1.0000000180025095e-35 -0.077319999999999986 -0.047749999999999994 0.097145000000000023 -0.053214999999999991 -0.017044999999999998 -0.096154999999999977 0.091465000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 -7 8 9 -4 -9 -12 -8
right_child=-2 2 3 4 -6 6 12 10 -10 -11 11 -13 -14
leaf_value=0.022066303978166817 -0.012488936698267224 0.018327172160450982 -0.0056978119465952628 0.0026109034039513467 -0.015574470286769086 0.0051658634409200987 0.026256498506318185 0.015716067777005131 -0.014482528072410872 0.015291358348758584 0.011498881672528811 0.0040644683089643922 0.011299716241240081
leaf_weight=54 52 78 60 78 68 101 52 71 68 65 134 1398 62
leaf_count=54 52 78 60 78 68 101 52 71 68 65 134 1398 62
internal_value=0 0.0054042 0.00500082 0.00451809 -0.00584669 0.00527147 0.0120524 0.00445873 -0.00172405 0.00520218 0.00520425 0.00471591 0.0181379
internal_weight=0 2289 2235 2157 146 2011 215 1796 193 125 1603 1532 114
internal_count=2341 2289 2235 2157 146 2011 215 1796 193 125 1603 1532 114
is_linear=0
shrinkage=0.16829


Tree=4136
num_leaves=25
num_cat=0
split_feature=3 3 40 3 13 13 157 41 52 3 16 130 40 13 49 156 16 157 49 3 133 16 52 3
split_gain=13.7879 4.95118 2.01969 1.73969 1.34813 0.874577 0.829571 0.958118 0.782824 0.707585 0.95756 0.679079 0.669905 0.646 0.78426 0.518588 0.481002 0.460178 0.42421 0.42088 0.306011 0.1608 0.154156 0.159217
threshold=-0.058704999999999993 0.31534000000000006 -0.026419999999999996 0.11745500000000002 0.0028150000000000002 -0.0094049999999999984 -0.079594999999999985 0.078065000000000009 0.10611000000000001 -0.0020049999999999994 -0.082084999999999991 -1.0000000180025095e-35 -0.081029999999999977 -0.099939999999999987 -0.06017999999999999 0.087610000000000007 0.18141000000000002 -0.087424999999999989 0.087950000000000014 -0.23303499999999996 0.31054500000000002 0.25155500000000003 0.033770000000000008 -0.10122999999999999
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=4 2 5 9 6 12 15 13 11 -4 -11 -6 -2 -8 -15 17 -12 -1 20 -13 -16 -20 23 -21
right_child=1 -3 3 -5 8 -7 7 -9 -10 10 16 19 -14 14 18 -17 -18 -19 21 22 -22 -23 -24 -25
leaf_value=0.0019686408330390564 0.001459066618292852 0.00037924692398825252 0.0013682369692992323 0.0010549538589867801 0.0013165139866571714 0.00076345826604845427 0.0021775079793977391 0.0013878766019178406 0.0012192215140051168 0.0013888058029567383 0.0021072979536257874 0.0019531906925720475 0.00098887967137787128 0.001410858775536846 0.0018716785315578766 0.0017944791426808763 0.0016664604896057462 0.0024082065885346992 0.001736818398167175 0.0016918841805261813 0.0016784721113959934 0.0015033922197146851 0.0018040158395669376 0.0014576611071312959
leaf_weight=55 63 70 103 89 53 75 52 61 52 63 59 69 71 55 742 60 52 52 97 75 106 53 53 61
leaf_count=55 63 70 103 89 53 75 52 61 52 63 59 69 71 55 742 60 52 52 97 75 106 53 53 61
internal_value=0 0.00120856 0.00130946 0.00145749 0.00177559 0.00105005 0.00182433 0.00179293 0.00159654 0.0015867 0.00171581 0.00165951 0.0012102 0.00181526 0.00179733 0.00204336 0.0019011 0.00218259 0.0018186 0.00172983 0.00184757 0.00165458 0.00164811 0.00158709
internal_weight=0 645 575 366 1696 209 1333 1166 363 277 174 311 134 1105 1053 167 111 107 998 258 848 150 189 136
internal_count=2341 645 575 366 1696 209 1333 1166 363 277 174 311 134 1105 1053 167 111 107 998 258 848 150 189 136
is_linear=0
shrinkage=0.0032998


Tree=4137
num_leaves=17
num_cat=0
split_feature=4 51 13 4 2 4 16 484 2 16 12 16 0 51 4 133
split_gain=0.535905 0.429645 0.580124 0.818563 0.391137 0.38927 0.62724 0.359894 0.427237 0.550274 0.67614 0.431919 0.353497 0.309938 0.273065 0.264178
threshold=0.30163500000000004 0.11144500000000002 -0.099039999999999975 0.018150000000000003 0.10686000000000002 0.50113000000000019 -0.11118499999999999 0.10282500000000001 0.092155000000000015 0.51222500000000004 1.0000000180025095e-35 -0.0092499999999999978 -0.14989499999999997 0.086650000000000019 -0.099704999999999974 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -2 -7 8 12 10 11 -10 -4 14 -14 -12
right_child=5 4 7 -5 -6 6 -8 -9 9 -11 15 -13 13 -15 -16 -17
leaf_value=0.0080981383232980372 -0.010261821409129904 0.0038234469132977082 0.020419410946145276 0.034076370968909031 -0.014164366252050071 0.012825799576282666 -0.0099204617988646812 0.016615964921813022 -0.0025631375258392906 0.013200818484421215 0.011878471097375979 -0.02230177498191984 -0.0053239448807344018 0.017725805976980123 0.0066361038506919457 0.00048085620349972314
leaf_weight=102 98 100 56 52 52 84 58 88 72 95 77 56 57 68 996 230
leaf_count=102 98 100 56 52 52 84 58 88 72 95 77 56 57 68 996 230
internal_value=0 0.00629023 0.00696253 0.0168817 -0.00231846 -0.00209866 0.00352242 0.00611053 0.0055679 0.00159598 -0.000934275 -0.0112128 0.00735491 0.00670067 0.00598699 0.00334539
internal_weight=0 2101 1949 154 152 240 142 1795 1707 530 435 128 1177 1121 1053 307
internal_count=2341 2101 1949 154 152 240 142 1795 1707 530 435 128 1177 1121 1053 307
is_linear=0
shrinkage=0.16829


Tree=4138
num_leaves=14
num_cat=0
split_feature=1 48 2 43 1210 1 150 11 43 4 43 51 4
split_gain=0.598073 0.356833 0.29082 0.331133 0.563528 0.606261 0.439783 0.421539 0.412232 0.412105 0.312724 0.28813 0.285606
threshold=0.14262000000000002 -0.086624999999999994 -0.10238999999999998 -0.038674999999999994 -0.077744999999999995 0.12450500000000002 1.0000000180025095e-35 0.077415000000000012 -0.052219999999999996 0.0034000000000000007 -0.087574999999999986 0.07955000000000001 -0.0052149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 11 8 9 12 -11 -6 -4
right_child=-2 2 3 4 5 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=0.018546664797935174 -0.0098696160101127365 -0.0076143959817970295 0.0053379987676719226 0.023076238202333128 0.0075318215132738472 0.023859265030498907 -0.0053057675369068162 -0.011728412933545217 -0.010930153570410585 0.0075199794368933015 -0.0053462124616999521 -0.0020167626001930503 0.016263834734326122
leaf_weight=54 79 53 642 59 767 52 101 53 52 77 175 101 76
leaf_count=54 79 53 642 59 767 52 101 53 52 77 175 101 76
internal_value=0 0.00501945 0.00468781 0.0049912 0.00707362 0.00614713 0.00519478 0.00289742 0.00365766 0.00444154 -0.00140775 0.00641868 0.006497
internal_weight=0 2262 2208 2155 1080 1021 969 1075 1022 970 252 868 718
internal_count=2341 2262 2208 2155 1080 1021 969 1075 1022 970 252 868 718
is_linear=0
shrinkage=0.16829


Tree=4139
num_leaves=11
num_cat=0
split_feature=3 14 2 43 484 11 2 4 4 3
split_gain=0.442825 0.31584 0.289383 0.292842 0.225183 0.239614 0.313414 0.396905 0.32491 0.269937
threshold=0.32329500000000005 -1.0000000180025095e-35 0.13673000000000005 -0.46848499999999998 0.10282500000000001 1.0000000180025095e-35 0.092155000000000015 -0.013125 0.053010000000000009 -0.21779999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 -5 -7
right_child=-2 2 -4 4 -6 9 7 -9 -10 -11
leaf_value=0.013526107902899889 -0.010886843089662193 -0.006903579546288445 -0.0053716757481041613 0.0041092674899231635 0.012355819133221542 0.0024931613156781701 0.0054039446960011412 -0.0035720303820818951 0.012900261553002165 0.017562114604763233
leaf_weight=97 57 66 95 1088 98 61 245 324 134 76
leaf_count=97 57 66 95 1088 98 61 245 324 134 76
internal_value=0 0.00412228 0.00370438 0.00411739 0.0044773 0.0040759 0.00355552 0.000289687 0.00507473 0.0108657
internal_weight=0 2284 2187 2092 2026 1928 1791 569 1222 137
internal_count=2341 2284 2187 2092 2026 1928 1791 569 1222 137
is_linear=0
shrinkage=0.16829


Tree=4140
num_leaves=14
num_cat=0
split_feature=2 0 52 376 12 475 159 12 484 16 51 2 1212
split_gain=0.457037 0.508612 0.807429 0.555144 0.363927 0.757025 0.533487 0.443823 0.395462 0.429842 0.23525 0.251801 0.232307
threshold=-0.079939999999999983 0.040035000000000008 -0.083119999999999986 0.086335000000000009 0.083785000000000012 -0.073994999999999991 0.10493500000000001 0.084160000000000013 -0.069939999999999988 -0.101115 0.12566000000000002 0.12454500000000002 -0.066149999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 8 -6 -7 -10 11 12 -9
right_child=1 2 -4 -5 7 6 -8 10 9 -11 -12 -13 -14
leaf_value=0.015610748420881577 -0.0081233105212578285 0.0051209636902823539 -0.018202490066044862 -0.012711865866285964 -0.011263523542649364 -0.0012976491545247945 -0.0054370325954487585 0.010674396347622524 0.0078487828884751757 0.019303877031629474 0.013772702254272991 -0.0076771193342053488 0.0029218064459020409
leaf_weight=88 71 91 78 55 59 52 53 121 165 214 62 58 1173
leaf_count=88 71 91 78 55 59 52 53 121 165 214 62 58 1173
internal_value=0 0.00324162 -0.00563308 0.00396251 0.00441561 0.00809025 0.0104724 0.00302985 0.0124329 0.0143216 0.00362752 0.00316095 0.00364813
internal_weight=0 2252 169 2083 2028 555 484 1473 431 379 1414 1352 1294
internal_count=2340 2252 169 2083 2028 555 484 1473 431 379 1414 1352 1294
is_linear=0
shrinkage=0.16829


Tree=4141
num_leaves=20
num_cat=0
split_feature=1 3 124 3 14 3 0 4 4 13 0 4 475 3 4 12 15 12 124
split_gain=29.6057 4.29031 3.00961 2.19391 1.82435 1.48927 1.23472 1.85582 1.08249 0.919113 0.909626 0.85765 0.743089 0.666961 0.593242 0.578584 0.479881 0.412215 0.394448
threshold=0.10915500000000002 -0.055839999999999994 -0.027784999999999997 0.31400500000000003 0.076175000000000007 0.085315000000000016 -0.10417499999999999 0.016695000000000005 0.10440500000000001 -0.013149999999999998 -0.079249999999999987 0.24099500000000004 -0.084964999999999985 -0.15197999999999998 0.054560000000000004 0.083785000000000012 0.097545000000000007 0.084160000000000013 -0.087184999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 18 5 6 9 7 -4 -2 -3 14 -9 -12 -14 15 -8 -15 -17 -1
right_child=1 3 4 -5 -6 -7 10 11 -10 -11 12 -13 13 16 -16 17 -18 -19 -20
leaf_value=0.0011803427019802658 0.0013325872707879789 0.0005097345058198673 0.00082938954134593459 -0.00016568383665379287 0.0020706386736535709 0.0008176042664215389 0.0018899953027951086 0.0018201486208828412 0.00073245762118546618 -5.1707255038046656e-05 0.0018322871002420516 0.0012313486344813136 0.0011009428547670932 0.0015185006439241322 0.0013273190666993877 0.0013386372591065255 0.0012699262363877215 0.001633424240115494 0.00077448070803244802
leaf_weight=52 69 73 67 73 70 91 93 55 63 56 52 54 65 364 72 57 113 747 54
leaf_count=52 69 73 67 73 70 91 93 55 63 56 52 54 65 364 72 57 113 747 54
internal_value=0 0.000552355 0.00151522 0.000329648 0.00154692 0.000494168 0.00152582 0.00126273 0.00104643 0.000265735 0.00155543 0.00152877 0.00145317 0.00141673 0.00161807 0.00164137 0.00145969 0.00161257 0.000973915
internal_weight=0 425 1915 293 1809 220 1739 176 132 129 1563 109 594 542 969 897 477 804 106
internal_count=2340 425 1915 293 1809 220 1739 176 132 129 1563 109 594 542 969 897 477 804 106
is_linear=0
shrinkage=0.0032998


Tree=4142
num_leaves=12
num_cat=0
split_feature=15 4 15 9 4 15 376 2 39 159 15
split_gain=0.446301 0.274988 0.281156 0.267315 0.372292 1.16581 0.42607 0.632027 0.414797 0.223457 0.280716
threshold=0.101705 -0.047309999999999998 0.11614000000000001 1.0000000180025095e-35 0.50373500000000015 -0.46944499999999995 0.084815000000000015 0.13194500000000003 0.085835000000000009 0.12351000000000002 0.029300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 7 8 9 10 -1
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0020309328320163556 -0.0088196585439942361 -0.013885846837782134 0.0058357295525662285 0.014546319319552314 0.010820051215536376 -0.022868759931160488 -0.0096717028249983673 0.01916680233030018 0.015732417424766131 0.014948340681575783 0.0065200419572596239
leaf_weight=985 60 52 97 78 63 54 54 91 93 53 660
leaf_count=985 60 52 97 78 63 54 54 91 93 53 660
internal_value=0 -0.00327836 0.000223501 0.00486604 0.00449738 -0.00471328 0.00505494 0.00547845 0.00478194 0.00418113 0.00383313
internal_weight=0 209 157 2131 2053 117 1936 1882 1791 1698 1645
internal_count=2340 209 157 2131 2053 117 1936 1882 1791 1698 1645
is_linear=0
shrinkage=0.16829


Tree=4143
num_leaves=20
num_cat=0
split_feature=4 123 2 52 2 133 14 51 376 4 15 43 2 4 16 132 4 4 1212
split_gain=38.7197 14.4508 9.9606 3.77027 3.28371 2.62126 2.5911 1.31892 1.26799 0.778356 0.792858 1.06628 0.878191 0.656034 0.584828 0.501088 0.236316 0.173827 0.153464
threshold=0.30163500000000004 1.0000000180025095e-35 0.10859000000000001 -0.42890999999999996 0.14019000000000004 0.0024650000000000006 0.076175000000000007 0.086430000000000021 0.083785000000000012 -0.074219999999999994 -0.13309999999999997 -0.073959999999999984 0.090545000000000014 0.005935000000000001 -0.50884499999999988 0.082150000000000015 -0.50388999999999984 0.51224500000000017 -0.064959999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 14 7 9 -5 -3 15 -11 13 -13 -12 -2 16 -1 -16 -18
right_child=4 8 3 5 -6 -7 -8 -9 -10 10 11 12 -14 -15 17 -17 18 -19 -20
leaf_value=0.0023552028737726279 0.00097590293297905464 0.0012054925239404664 0.0020467940694145546 0.0012024914461876016 -0.0001165988645843454 0.0017202050698874056 0.0027151603158381034 0.00056203056889189468 0.00056030606702264156 0.002281836468512443 0.0021224558704040697 0.0019513707075871415 0.0016065379879522342 0.001823216623545345 0.00072854331109714371 0.0018268232763351618 0.0022742224103636226 0.00046086061084765214 0.0021151822304896657
leaf_weight=64 75 62 76 85 64 69 67 60 72 90 362 199 138 105 54 55 84 54 505
leaf_count=64 75 62 76 85 64 69 67 60 72 90 362 199 138 105 54 55 84 54 505
internal_value=0 0.00190792 0.00197965 0.00141479 0.000526289 0.00119018 0.00207777 0.000937716 0.000859088 0.00205109 0.00198579 0.00195261 0.00181027 0.00205525 0.000751317 0.0021335 0.00215927 0.000595028 0.00213792
internal_weight=0 2093 1959 290 247 214 1669 145 134 1602 894 804 337 467 183 708 653 108 589
internal_count=2340 2093 1959 290 247 214 1669 145 134 1602 894 804 337 467 183 708 653 108 589
is_linear=0
shrinkage=0.0032998


Tree=4144
num_leaves=26
num_cat=0
split_feature=1 4 10 13 4 1 16 42 4 16 51 16 4 457 16 16 1446 43 4 13 43 4 43 4 52
split_gain=23.696 2.47229 2.33699 2.09376 2.09275 1.85427 1.16243 0.562303 0.528227 0.473645 0.944397 0.451492 0.43345 0.42824 0.529009 0.734742 0.496922 0.383138 0.392531 0.373813 0.347876 0.389979 0.332754 0.384502 0.186695
threshold=0.10892500000000001 -0.074219999999999994 -1.0000000180025095e-35 -0.28558999999999996 0.26900000000000007 0.10141500000000002 0.25761500000000009 0.099455000000000002 -0.51003499999999991 0.041625000000000002 -0.094874999999999987 -0.061394999999999998 0.50373500000000015 0.083995000000000014 0.0048200000000000005 -0.0084099999999999991 0.037915000000000011 -0.07027499999999999 -0.08916499999999998 -0.036584999999999993 0.087840000000000015 -0.087184999999999985 -0.067359999999999989 -0.012089999999999998 0.088635000000000005
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=1 8 -2 -4 6 7 -5 13 -1 17 -11 -7 -6 14 15 16 -3 18 -10 -15 21 -19 23 -16 -23
right_child=2 5 3 4 12 11 -8 -9 9 10 -12 -13 -14 19 22 -17 -18 20 -20 -21 -22 24 -24 -25 -26
leaf_value=0.0022604062095037962 0.00041651653307690545 0.0017548353874475367 0.00058841451119600089 0.0012382585938672255 0.0011331399925425824 0.0014996935441569561 0.0018628316762273392 0.0015013098728916211 0.0023145619773560131 0.0020673150083796734 0.0014749493706019976 0.0010668828287796251 0.00075100321447751147 0.001785305130264233 0.0018481214384700898 0.0021123314765064656 0.0020675363549570581 0.0016130426004761934 0.0019580356343724447 0.0013963464576386454 0.0021731116788588902 0.0019668949025449063 0.0014290984937342694 0.0015193252913673753 0.0018002358866499937
leaf_weight=55 75 399 80 83 55 55 54 93 61 52 69 52 81 52 115 101 66 53 81 59 52 275 52 61 109
leaf_count=55 75 399 80 83 55 55 54 93 61 52 69 52 81 52 115 101 66 53 81 59 52 275 52 61 109
internal_value=0 0.00180543 0.000946286 0.00105874 0.00119644 0.00170377 0.0014847 0.00174813 0.00194459 0.00192144 0.00172981 0.00128968 0.000905803 0.00177345 0.00180061 0.00185522 0.00179929 0.00195813 0.00211144 0.00157888 0.00191354 0.00188257 0.0016649 0.00173436 0.00191968
internal_weight=0 1912 428 353 273 1105 137 998 807 752 121 107 136 905 794 566 465 631 142 111 489 437 228 176 384
internal_count=2340 1912 428 353 273 1105 137 998 807 752 121 107 136 905 794 566 465 631 142 111 489 437 228 176 384
is_linear=0
shrinkage=0.0032998


Tree=4145
num_leaves=17
num_cat=0
split_feature=1 1 12 12 48 16 11 12 0 1453 13 13 16 48 12 16
split_gain=24.1962 4.5663 4.33974 1.92936 1.60259 1.5213 1.30028 1.02154 0.948084 0.983617 0.558134 1.07099 0.467921 0.464427 0.405867 0.327492
threshold=0.10574000000000001 0.12541500000000003 0.087545000000000026 -0.090699999999999989 -0.026004999999999997 -0.26987499999999992 1.0000000180025095e-35 0.087805000000000008 -0.13314999999999996 -0.064249999999999988 0.0032950000000000006 -1.0000000180025095e-35 0.053535000000000006 0.082225000000000006 0.089045000000000013 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 -1 -5 -3 8 -8 -6 -10 11 -11 -7 -2 -12 -4
right_child=1 5 15 4 6 12 7 -9 9 10 14 -13 -14 -15 -16 -17
leaf_value=0.0013080098203764774 0.00083503189303682371 0.00038405173492736007 0.0016550684913640358 0.0014537319930483111 0.0015428327016580299 0.0011390428425365048 0.0025870660189388616 0.0019599979228634408 0.0014804073060904481 0.0019150037979521876 0.0015286418131775831 0.0022947187381664015 0.00071243342761175498 0.0011806333840082331 0.0018472783909903689 0.0020234528973905536
leaf_weight=67 94 101 56 92 88 61 52 64 60 1167 61 88 53 79 168 53
leaf_count=67 94 101 56 92 88 61 52 64 60 1167 61 88 53 79 168 53
internal_value=0 0.00104211 0.00131842 0.00185978 0.00187985 0.000679536 0.00190226 0.0022414 0.00187813 0.00189722 0.00191404 0.00194166 0.000941016 0.000993054 0.00176256 0.00183451
internal_weight=0 497 282 1907 1840 215 1748 116 1632 1544 1484 1255 114 173 229 109
internal_count=2404 497 282 1907 1840 215 1748 116 1632 1544 1484 1255 114 173 229 109
is_linear=0
shrinkage=0.0032998


Tree=4146
num_leaves=22
num_cat=0
split_feature=3 4 16 52 15 52 3 52 41 4 15 0 49 1446 43 13 39 0 4 4 43
split_gain=0.653205 0.581032 0.532303 0.445284 0.497576 0.351634 0.672322 0.362288 0.35873 0.454137 0.349017 0.348513 0.28033 0.307889 0.347816 0.291208 0.257391 0.225913 0.312436 0.195285 0.147024
threshold=-0.0088599999999999981 -0.15618499999999999 -0.0073349999999999986 -0.14715499999999998 -0.078179999999999986 -0.067799999999999985 -0.095469999999999985 -0.084674999999999986 0.082095000000000015 -0.15333499999999997 -0.077134999999999995 -0.080584999999999976 -0.0092949999999999994 0.085870000000000016 -0.064074999999999979 0.10637500000000001 0.082810000000000009 -0.067659999999999984 -0.46376499999999993 0.41379000000000005 -0.086809999999999984
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 10 4 -1 6 -5 -8 9 -7 16 -6 20 15 -15 -14 19 -13 -19 -3 -11
right_child=1 2 -4 5 11 8 7 -9 -10 12 -12 17 13 14 -16 -17 -18 18 -20 -21 -22
leaf_value=0.026330278587615111 0.013823763066499814 -0.0017598287092818502 -0.012776518892696523 -0.01473158974738435 0.00055868303212900175 0.023564989232795416 0.013493746257132344 -0.0036893092276532235 -0.0051140844063156657 0.0094916652512117838 0.011942985318669198 0.023660872122048687 0.0091520706885173612 0.0081184064984907434 -0.010646993541408708 -0.001452799959985072 -0.0089122793412977422 0.01947166370788183 0.0014130112481692586 0.011157915353610548 0.020387551649935168
leaf_weight=76 90 88 87 56 69 58 91 56 53 66 77 55 973 58 54 79 79 54 55 53 77
leaf_count=76 90 88 87 56 69 58 91 56 53 66 77 55 973 58 54 79 79 54 55 53 77
internal_value=0 0.00165154 -0.00119665 0.00862884 0.0144899 0.00751049 0.000949593 0.0069356 0.00844847 0.00897639 0.00218939 0.0106201 0.00832763 0.00746076 -0.000913156 0.00835399 -0.00121621 0.0148422 0.010376 0.00308304 0.0153712
internal_weight=0 474 384 1930 309 1621 203 147 1418 1365 297 233 1307 1164 112 1052 220 164 109 141 143
internal_count=2404 474 384 1930 309 1621 203 147 1418 1365 297 233 1307 1164 112 1052 220 164 109 141 143
is_linear=0
shrinkage=0.16829


Tree=4147
num_leaves=21
num_cat=0
split_feature=3 3 43 12 3 12 43 10 43 160 11 52 11 3 11 43 1454 12 130 43
split_gain=21.9023 5.84024 6.613 5.063 1.90101 1.81104 1.45488 1.44108 1.09359 0.782595 0.684617 0.559206 0.555109 1.59042 0.800829 0.326504 0.297543 0.318452 0.176904 0.356889
threshold=-0.049204999999999992 0.30112000000000005 -0.049364999999999992 0.023990000000000004 0.11745500000000002 0.10090500000000001 0.0066850000000000008 -1.0000000180025095e-35 -0.080659999999999996 -0.00015999999999999996 0.076560000000000003 -0.067394999999999983 1.0000000180025095e-35 -0.11128999999999999 0.086080000000000018 0.066795000000000007 0.081720000000000015 0.083865000000000009 0.012250000000000002 -0.064074999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 -1 6 12 9 -2 -9 -4 18 -11 13 -5 -14 16 17 -15 19 -7
right_child=1 -3 4 5 -6 10 -8 8 -10 11 -12 -13 14 15 -16 -17 -18 -19 -20 -21
leaf_value=0.00054116729430525058 7.0804472465569253e-05 6.8698228973016571e-05 0.001790093335052064 0.0010063457473547112 0.00076889121298617574 0.0014986620622021714 0.0008908464770463584 0.00087662945278361374 0.00027677464975992916 0.0015915188136956203 0.00095524987580821938 0.0011554150712512559 0.0020089659795055836 0.0018222187897523865 0.0014764787388530183 0.0014090780337683469 0.00139239706909363 0.0016048209523128827 0.0015357910248246765 0.0011802452503552696
leaf_weight=57 66 101 66 53 77 69 56 92 52 58 53 74 78 82 52 101 68 1000 58 91
leaf_count=57 66 101 66 53 77 69 56 92 52 58 53 74 78 82 52 101 68 1000 58 91
internal_value=0 0.000797481 0.000933473 0.00150954 0.00122413 0.00154189 0.001362 0.00047517 0.00066026 0.00149508 0.0012938 0.0013473 0.00158875 0.00156804 0.00179624 0.00159181 0.00160782 0.00162133 0.00137595 0.00131778
internal_weight=0 642 541 1762 331 1705 254 210 144 198 271 132 1434 1304 130 1251 1150 1082 218 160
internal_count=2404 642 541 1762 331 1705 254 210 144 198 271 132 1434 1304 130 1251 1150 1082 218 160
is_linear=0
shrinkage=0.0032998


Tree=4148
num_leaves=13
num_cat=0
split_feature=484 15 15 42 4 9 151 147 48 457 47 474
split_gain=0.70771 0.605649 0.43931 0.425726 0.348831 0.30129 0.487243 0.327106 0.424674 0.355682 0.312037 0.283852
threshold=0.085560000000000011 -0.0070899999999999991 -0.094124999999999986 0.084505000000000011 -0.51003499999999991 0.085355000000000014 0.086470000000000005 0.090115000000000015 0.10255000000000002 0.08597500000000001 0.10621500000000002 0.095835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 7 8 9 11 -10 -6
right_child=1 -3 3 -5 5 -7 -8 -9 10 -11 -12 -13
leaf_value=0.020899397142715621 -0.0063626575186451961 -0.014074586980628261 0.00018462065395667487 0.021253660579498575 0.0079608711752708877 -0.0037928879089705221 -0.0058783040167565753 0.02074873162990121 -0.0070952792031069196 0.022455841554354233 0.0080367912833273162 0.018571644175348678
leaf_weight=58 71 75 55 54 1615 63 69 60 86 53 70 75
leaf_count=58 71 75 55 54 1615 63 69 60 86 53 70 75
internal_value=0 -0.00136351 0.0039228 0.010639 0.00800761 0.00764916 0.00800549 0.00849542 0.00810733 0.00886026 -0.000293731 0.00843283
internal_weight=0 255 180 109 2149 2091 2028 1959 1899 1743 156 1690
internal_count=2404 255 180 109 2149 2091 2028 1959 1899 1743 156 1690
is_linear=0
shrinkage=0.16829


Tree=4149
num_leaves=19
num_cat=0
split_feature=12 2 2 2 14 16 2 3 16 2 16 151 1454 1447 1456 16 1429 12
split_gain=20.589 6.00688 3.1853 5.68494 1.89321 1.86603 1.77194 1.296 1.26738 1.02794 0.970716 0.516496 0.516489 0.768951 0.510749 0.377462 0.301203 0.14291
threshold=0.054520000000000006 0.13631000000000001 0.11626500000000002 -1.0000000180025095e-35 0.076175000000000007 0.052915000000000011 0.099325000000000011 0.084735000000000019 -0.08595499999999999 -0.055814999999999997 -0.18776499999999999 -0.039414999999999999 0.081720000000000015 -0.085709999999999995 0.084020000000000011 -0.4058199999999999 0.087865000000000013 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 10 6 7 -5 -8 -1 17 -4 13 -12 16 -13 -15 -2
right_child=1 -3 11 5 -6 -7 8 -9 -10 -11 12 15 -14 14 -16 -17 -18 -19
leaf_value=0.00097199911589574827 0.001666636273327421 0.00077070035637630849 0.00050244896693763896 0.0020008952744322689 0.0024557378626591918 0.0019589308338387196 0.0014414177296910493 0.0012933254137675548 0.00076092077498254786 0.00035464351673334711 0.0021850659091048699 0.00065907055474821437 0.0015974224696919705 0.0018748415268833283 0.0015510306004662756 0.0010028305889556866 0.001634539360249022 0.0014264884212666438
leaf_weight=60 54 58 52 60 55 79 58 54 62 58 80 54 83 1250 61 102 62 62
leaf_count=60 54 58 52 60 55 79 58 54 62 58 80 54 83 1250 61 102 62 62
internal_value=0 0.00181608 0.00112463 0.00128661 0.00185158 0.00151939 0.00137085 0.00166604 0.00109012 0.000668852 0.00183145 0.000788829 0.00185354 0.00186815 0.00184966 0.000884063 0.00186351 0.00153859
internal_weight=0 1765 639 431 1707 313 234 114 120 118 1652 208 1536 1453 1373 156 1312 116
internal_count=2404 1765 639 431 1707 313 234 114 120 118 1652 208 1536 1453 1373 156 1312 116
is_linear=0
shrinkage=0.0032998


Tree=4150
num_leaves=16
num_cat=0
split_feature=4 3 40 3 48 0 14 457 14 2 2 1453 4 0 0
split_gain=34.7105 8.46396 7.04687 2.95778 2.23516 2.02969 2.44505 1.51645 1.35132 1.24556 1.02327 0.608302 0.611582 0.482996 0.277612
threshold=0.30163500000000004 0.25468500000000005 -0.026419999999999996 0.13772500000000001 0.091840000000000019 -0.17106499999999999 -0.41348999999999997 0.041935000000000007 0.062655000000000016 0.089830000000000007 0.10836000000000003 -0.076894999999999977 -0.26545999999999997 -0.073399999999999979 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -2 -7 8 10 -9 11 -4 -13 -12 -15
right_child=3 -3 7 -5 -6 6 -8 9 -10 -11 13 12 -14 14 -16
leaf_value=0.0016985106540346189 0.0015237746412601724 0.00075730858900313917 0.0025079959062196018 0.00011527035377989421 0.00085039679518146452 0.0013192889576546789 0.00043205935886356727 0.0020805280823113529 0.0026626763506157453 0.0014164289618915638 0.0016747923432820354 0.0024316218772852142 0.0021545049415999493 0.0021367338310032055 0.001838757684301239
leaf_weight=98 52 53 63 58 52 54 91 73 60 54 56 95 1340 105 54
leaf_count=98 52 53 63 58 52 54 91 73 60 54 56 95 1340 105 54
internal_value=0 0.0020603 0.00209397 0.000770928 0.00140473 0.000963786 0.000762719 0.00214836 0.00217341 0.00179843 0.00215625 0.00218699 0.00217288 0.0019419 0.00203576
internal_weight=0 2103 2050 255 150 197 145 1900 1773 127 1713 1498 1435 215 159
internal_count=2358 2103 2050 255 150 197 145 1900 1773 127 1713 1498 1435 215 159
is_linear=0
shrinkage=0.0032998


Tree=4151
num_leaves=14
num_cat=0
split_feature=13 0 1452 15 39 399 132 1203 16 1375 0 448 48
split_gain=0.755309 0.611775 0.436496 0.423765 0.362485 0.298257 0.349753 0.303195 0.288307 0.267269 0.241124 0.310016 0.17088
threshold=-0.092879999999999976 -0.054759999999999996 0.091225000000000014 -0.07879499999999999 0.10076500000000001 0.086340000000000014 -0.024099999999999996 0.084830000000000017 -0.116045 0.086020000000000013 0.12500000000000003 -0.066849999999999979 0.087610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 5 6 -2 -7 -5 10 11 -8 -1
right_child=2 -3 -4 8 -6 7 9 -9 -10 -11 -12 -13 -14
leaf_value=0.015795098552721494 0.020695861817405348 -0.016421939062067618 0.023116050792518782 -0.012163027348558854 -0.0021572107916146459 0.0087242912182615949 -0.0035954638283646444 -0.0086979448004359718 0.0034891608318660481 -0.0025853767914704052 0.020834262732220884 0.0095909006164187072 0.0035114141239476083
leaf_weight=73 78 52 61 57 84 62 52 52 80 53 52 1544 58
leaf_count=73 78 52 61 57 84 62 52 52 80 53 52 1544 58
internal_value=0 0.000276886 0.00907729 0.00352366 0.00864321 0.00912342 0.00965825 0.000761547 -0.00300995 0.00915106 0.00952959 0.00916014 0.0103702
internal_weight=0 320 2038 268 1977 1893 1779 114 137 1701 1648 1596 131
internal_count=2358 320 2038 268 1977 1893 1779 114 137 1701 1648 1596 131
is_linear=0
shrinkage=0.16829


Tree=4152
num_leaves=17
num_cat=0
split_feature=1 1 47 14 52 10 52 1 1 1375 4 1447 4 1 4 16
split_gain=31.7963 5.64813 4.22089 3.6178 2.75657 2.0265 1.89452 1.19829 1.04812 0.955449 0.772518 0.59502 0.604978 2.15718 0.372119 0.165796
threshold=0.11810000000000001 0.10141500000000002 0.085505000000000012 0.062655000000000016 -0.53283999999999987 -1.0000000180025095e-35 0.0043000000000000009 0.10871500000000002 0.13767000000000004 -0.090674999999999992 0.24099500000000004 -0.086254999999999984 -0.13833499999999996 0.078340000000000007 -0.08916499999999998 -0.073774999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 9 -3 -2 7 -6 -7 -1 11 -11 13 -13 -14 -9
right_child=2 4 -4 -5 6 8 -8 15 -10 10 -12 12 14 -15 -16 -17
leaf_value=0.0013826607473411102 -0.00022838625166550914 0.0020302870071695471 0.0012034580213823489 0.0025946468966776908 0.00072901106213581852 0.00076955063036987688 0.0017260315772846544 0.0011385970383355096 0.0001918849414940554 0.0021282008717215307 0.0014325136301108039 0.0011347471202473318 0.0021232098697102591 0.001979420817007276 0.0018393642992429557 0.001404837745344034
leaf_weight=54 53 54 85 68 78 82 58 55 59 78 52 58 54 77 1341 52
leaf_count=54 53 54 85 68 78 82 58 55 59 78 52 58 54 77 1341 52
internal_value=0 0.0017767 0.00059014 0.00184697 0.00135496 0.000321237 0.00120474 0.00104112 0.000528082 0.00181729 0.00183141 0.00184429 0.00182979 0.00161678 0.00185038 0.00126831
internal_weight=0 2079 279 1782 297 194 243 185 141 1714 1660 1608 1530 135 1395 107
internal_count=2358 2079 279 1782 297 194 243 185 141 1714 1660 1608 1530 135 1395 107
is_linear=0
shrinkage=0.0032998


Tree=4153
num_leaves=17
num_cat=0
split_feature=1 160 1 0 448 52 160 160 131 475 150 480 12 0 15 52
split_gain=1.64501 0.634681 0.466874 0.531428 0.530857 0.493454 0.447594 0.447391 0.448294 0.444853 0.407341 0.212544 0.17064 0.306318 0.295697 0.156035
threshold=0.14262000000000002 -0.54119499999999987 0.080270000000000022 -0.11208499999999998 -0.065209999999999976 0.11037500000000001 -0.24191499999999996 -0.082299999999999984 0.096070000000000016 -0.0034549999999999993 0.085210000000000022 0.086850000000000024 0.10031500000000002 -0.074939999999999993 -0.050699999999999995 -0.025069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -7 -6 10 15 -9 12 13 -11 -14 -5
right_child=-2 2 4 9 5 6 -8 8 -10 11 -12 -13 14 -15 -16 -17
leaf_value=0.025731765043192946 -0.015474092511759095 0.023319423705951924 -0.0093424876400197924 0.022368031361584891 0.019800459355327926 0.0044540349564326448 0.023717690380267067 0.00055822773168127601 0.017607881656250789 0.0080764574529558261 0.011133021291074085 -0.0015462777909259809 0.012038100578667353 0.016690542971977862 -0.0025241765705137746 0.011956876464974673
leaf_weight=60 83 84 64 88 53 59 82 552 61 599 127 61 69 146 92 78
leaf_count=60 83 84 64 88 53 59 82 552 61 599 127 61 69 146 92 78
internal_value=0 0.00863907 0.00817525 0.0103894 0.00547339 0.00649054 0.0156698 0.00485615 0.00378339 0.00942923 0.00253878 0.00804416 0.00869185 0.009767 0.00370564 0.0174869
internal_weight=0 2275 2215 1217 998 934 141 793 740 1133 679 967 906 745 161 166
internal_count=2358 2275 2215 1217 998 934 141 793 740 1133 679 967 906 745 161 166
is_linear=0
shrinkage=0.16829


Tree=4154
num_leaves=16
num_cat=0
split_feature=15 3 39 16 160 43 12 14 0 15 12 3 0 43 1429
split_gain=17.2106 7.58114 4.86766 2.01191 1.91481 1.28298 0.861789 0.693141 0.786585 1.62378 0.819941 0.778492 0.543349 0.50447 0.299375
threshold=-0.24269999999999997 0.25468500000000005 0.081875000000000017 -0.5103049999999999 -1.0000000180025095e-35 -0.065804999999999989 -0.079584999999999989 0.019675000000000002 -0.10220499999999998 -0.10981499999999998 0.087745000000000004 0.021805000000000001 0.048285000000000008 -0.085594999999999991 0.084930000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 13 -6 8 9 -5 12 -11 -10 -4 -12
right_child=1 -3 5 7 6 -7 -8 -9 10 11 14 -13 -14 -15 -16
leaf_value=0.00096621505792176708 0.0012051889417682194 0.00042083417021188742 0.001158448090622291 0.0019645352028150359 -8.3380662082451602e-06 0.0015381139239446626 0.00057139326295179045 0.0020795709869324383 0.0018500125490982702 0.001045543991918313 0.0016496201859135166 0.001563989710744068 0.0015109955737796228 0.00072132498845090638 0.0018963622814788762
leaf_weight=82 90 57 52 56 52 52 60 55 564 68 927 60 58 66 59
leaf_count=82 90 57 52 56 52 52 60 55 564 68 927 60 58 66 59
internal_value=0 0.00160913 0.00164126 0.00168828 0.000582885 0.00110529 0.000301918 0.0017118 0.0017005 0.00149468 0.00172403 0.00128884 0.00181846 0.000914254 0.00166442
internal_weight=0 2164 2107 1937 194 170 112 1847 1792 184 1608 128 622 118 986
internal_count=2358 2164 2107 1937 194 170 112 1847 1792 184 1608 128 622 118 986
is_linear=0
shrinkage=0.0032998


Tree=4155
num_leaves=13
num_cat=0
split_feature=1 10 51 474 4 151 160 2 1 49 2 13
split_gain=1.53504 0.693145 0.332199 0.402404 0.280777 0.256435 0.296802 0.320728 0.522582 0.506003 0.222031 0.117004
threshold=0.12072500000000001 -1.0000000180025095e-35 -0.41109999999999997 0.10341500000000002 0.41696500000000003 0.092070000000000013 -0.52742999999999995 0.11517500000000001 0.10871500000000002 -0.085949999999999985 0.11923000000000002 -0.023454999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -3 6 -4 8 9 -8 -9 -12
right_child=1 4 3 -5 -6 -7 7 10 -10 -11 11 -13
leaf_value=0.022374537720971029 -0.020777150545879759 0.0071969038739895606 0.00068896446579383886 -0.0035736007587486057 -0.0058788341714242831 -0.00054686211827477632 0.026631965126405859 -0.0046810777872896593 0.024716997431640134 0.010312791410391965 0.0025424439284811701 0.013726862198858656
leaf_weight=60 55 94 85 63 92 62 56 57 82 1480 52 55
leaf_count=60 55 94 85 63 92 62 56 57 82 1480 52 55
internal_value=0 -0.00417878 0.0100141 0.00964086 0.000719675 0.0100734 0.010427 0.0108905 0.0116098 0.0109089 0.0037827 0.00830823
internal_weight=0 241 2052 1992 186 1929 1867 1782 1618 1536 164 107
internal_count=2293 241 2052 1992 186 1929 1867 1782 1618 1536 164 107
is_linear=0
shrinkage=0.16829


Tree=4156
num_leaves=21
num_cat=0
split_feature=2 12 2 2 12 150 0 12 0 3 0 160 3 3 11 0 52 42 2 3
split_gain=20.5532 10.82 4.59188 2.37123 1.90951 1.74839 1.51515 1.10224 0.954712 0.928417 1.14559 0.758534 1.04 0.601293 0.546149 0.416682 0.406784 0.402064 0.146329 0.12525
threshold=0.11500500000000001 -0.041134999999999991 0.15227000000000004 -1.0000000180025095e-35 0.094410000000000008 0.08926000000000002 -0.14989499999999997 0.099815000000000015 -0.098179999999999976 -0.082254999999999981 -0.10023499999999998 -0.081399999999999986 -0.087244999999999975 0.083605000000000013 0.077290000000000011 -0.063109999999999986 -0.037619999999999994 0.065960000000000019 0.12708000000000003 -0.069909999999999986
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 4 -1 16 6 13 9 -7 11 -11 12 -8 -3 -13 19 -2 -12 -18 -9
right_child=2 5 -4 -5 -6 8 7 15 -10 10 17 14 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=0.00054818185302429488 0.0010559961802330171 0.0024588787152743791 0.00014620984345186107 0.001296428100173451 0.0014209740875821312 0.0010808670112614721 0.0013492920980384226 0.0015766438094850178 0.0016479033709605447 0.0013299638105331894 0.0019509108811896633 0.001925194943274937 0.001955971587798885 0.0019511430498398384 0.0022592153855145619 0.0013259524992389625 0.00084531136116392251 0.0017335991592965776 0.00060507768529522658 0.0017808504255881208
leaf_weight=86 63 52 80 100 96 53 58 87 85 69 124 515 67 52 61 58 56 413 58 60
leaf_count=86 63 52 80 100 96 53 58 87 85 69 124 515 67 52 61 58 56 413 58 60
internal_value=0 0.00170782 0.000841957 0.000950654 0.00104571 0.00178809 0.00181862 0.00179199 0.00143038 0.00182744 0.00173222 0.0019097 0.00167475 0.00220535 0.00196063 0.00156583 0.000841978 0.00178384 0.000723396 0.00166023
internal_weight=0 1940 353 186 273 1754 1616 1512 138 1307 606 701 125 104 576 205 177 537 114 147
internal_count=2293 1940 353 186 273 1754 1616 1512 138 1307 606 701 125 104 576 205 177 537 114 147
is_linear=0
shrinkage=0.0032998


Tree=4157
num_leaves=25
num_cat=0
split_feature=12 13 12 13 3 3 42 0 12 42 12 16 1447 0 16 0 49 402 16 49 3 16 12 3
split_gain=44.2488 12.8661 10.7155 5.18942 6.98224 4.58643 3.46939 2.21007 1.81139 1.55159 1.36299 1.29879 1.26956 1.20437 1.10784 0.75325 0.734454 0.659227 0.641811 0.452451 0.298557 0.184447 0.241289 0.149966
threshold=0.054520000000000006 -0.00038499999999999998 0.10321000000000001 1.0000000180025095e-35 0.11745500000000002 0.0075150000000000008 -0.025789999999999997 -0.096139999999999989 0.12701500000000002 0.10192000000000002 0.092495000000000008 -0.082084999999999991 -0.086059999999999984 -0.11692999999999999 -0.0098949999999999975 -0.073674999999999977 0.082865000000000008 -0.020594999999999999 -0.18776499999999999 -0.009244999999999998 -0.073444999999999983 -0.078844999999999985 0.096265000000000003 -0.070889999999999995
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 10 4 11 7 23 -1 9 -8 12 -3 -2 -7 -9 17 20 -14 -19 -20 21 -12 -23 -4
right_child=2 3 6 -5 -6 13 8 14 -10 -11 16 -13 15 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25
leaf_value=0.0021383802782425645 0.0035368858950977282 0.0026586631675312353 0.0026402337978965224 0.0017240664781088722 0.0016978913857854736 0.0012024758445636659 0.0018479397170991162 0.0011432715974293416 0.0015041445755375295 0.0026539933454884923 0.0028496390539594087 0.0033000716760491293 0.0032940063446659997 0.00050640250862039676 0.0017631832041427478 0.0033654790192037642 0.002576851805497978 0.002678101852185102 0.0032497915503771949 0.0029990591987392482 0.0027220361822121166 0.0031650679431231604 0.0029195322677859781 0.0028903869388233472
leaf_weight=80 69 57 65 92 58 57 52 67 53 53 80 90 100 52 60 87 76 62 95 587 59 99 90 53
leaf_count=80 69 57 65 92 58 57 52 67 53 53 80 90 100 52 60 87 76 62 95 587 59 99 90 53
internal_value=0 0.00188297 0.00291892 0.00237626 0.00266877 0.00141923 0.00232399 0.00170788 0.00200345 0.00225514 0.00303585 0.0030516 0.00310164 0.000870727 0.00143642 0.00306934 0.0028729 0.00303878 0.00300442 0.00303404 0.00294139 0.00298937 0.00304833 0.00275289
internal_weight=0 613 1680 297 205 316 276 207 158 105 1404 147 1000 109 127 931 404 844 744 682 328 269 189 118
internal_count=2293 613 1680 297 205 316 276 207 158 105 1404 147 1000 109 127 931 404 844 744 682 328 269 189 118
is_linear=0
shrinkage=0.0032998


Tree=4158
num_leaves=20
num_cat=0
split_feature=3 4 40 14 0 15 3 16 3 0 3 2 151 15 42 402 0 4 3
split_gain=28.4214 14.4651 8.01948 2.78653 1.96174 1.65187 1.58581 1.865 1.55235 1.43799 0.990345 0.977024 0.961527 0.664531 1.19769 0.478558 0.384327 0.318626 0.206519
threshold=0.25468500000000005 0.30163500000000004 -0.076644999999999977 0.019675000000000002 -0.078964999999999994 0.03981500000000001 -0.12595999999999999 0.39524000000000009 0.021805000000000001 -0.085309999999999983 -0.072024999999999992 0.13538500000000001 -0.00016499999999999997 0.091475000000000015 0.091010000000000021 -0.020594999999999999 -0.070184999999999984 -0.07878499999999998 -0.070494999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 7 -4 9 -3 16 -2 -12 14 15 -7 -8 -15 -19
right_child=11 8 3 -5 -6 13 10 -9 -10 -11 12 -13 -14 17 -16 -17 -18 18 -20
leaf_value=0.0016023156892139333 0.00046446900463123199 0.000491291111543234 0.0011668936021266207 0.002727583974653525 0.00074926016352671535 0.0023851262819000367 0.0020273786300690293 0.0019953776774925334 0.0015689589813612972 0.0011543047138442772 0.001429831527838428 -0.00017489108991273813 0.0019175196555392721 0.0018304456994178856 0.0026391001640839267 0.0020934622171528169 0.0022624107668306965 0.0020211294315846183 0.0022388026750156599
leaf_weight=57 52 57 60 64 61 79 499 59 52 96 54 52 255 74 65 312 93 182 70
leaf_count=57 52 57 60 64 61 79 499 59 52 96 54 52 255 74 65 312 93 182 70
internal_value=0 0.00191034 0.00199658 0.00204937 0.00116163 0.00202526 0.00193741 0.00157795 0.00107548 0.00090753 0.00198485 0.00014445 0.00183241 0.00213979 0.00222192 0.00215248 0.00206436 0.0020248 0.00208173
internal_weight=0 2189 1984 1866 118 1802 1020 119 205 153 901 104 309 782 456 391 592 326 252
internal_count=2293 2189 1984 1866 118 1802 1020 119 205 153 901 104 309 782 456 391 592 326 252
is_linear=0
shrinkage=0.0032998


Tree=4159
num_leaves=19
num_cat=0
split_feature=1 10 15 14 42 15 1 1213 3 4 1 4 16 471 15 3 43 2
split_gain=1.65903 0.823326 0.356847 0.299056 0.328823 0.350093 0.53974 0.432783 0.363424 0.379027 0.394737 0.361152 0.388883 0.276478 0.21059 0.165547 0.11788 0.088685
threshold=0.11810000000000001 -0.005834999999999999 -0.097269999999999981 -0.10708499999999999 -0.17571499999999998 -0.092534999999999992 0.097395000000000023 0.060985000000000004 -0.015259999999999998 -0.15618499999999999 0.080475000000000005 -0.0058549999999999991 0.022165000000000004 0.086855000000000016 0.087720000000000006 0.0025650000000000004 -0.080044999999999991 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 15 -1 -5 6 16 8 9 10 -7 12 -10 -11 -9 -3 -6 -18
right_child=1 2 -4 4 5 7 -8 14 11 13 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=0.025677800671641458 -0.018442116263519766 0.0050515537644111345 0.012239940629575284 0.025928988934627691 0.0064640669206105653 -0.0079136483783628191 -0.0047754742542897447 0.027274129360509457 0.0025466771825076099 0.013110255958624951 0.01138242624343788 0.027709350105834984 0.021265974477540892 0.00073623988890454315 0.014211844953847896 -0.0070990071399002555 0.020153468843233515 0.011110218954523269
leaf_weight=54 58 58 90 54 80 55 78 91 54 1082 66 84 76 54 58 70 52 79
leaf_count=54 58 58 90 54 80 55 78 91 54 1082 66 84 76 54 58 70 52 79
internal_value=0 -0.000616637 0.00411768 0.0132889 0.0129472 0.012579 0.00716998 0.0135428 0.0126645 0.0115695 0.00259664 0.0190884 0.0135041 0.0125236 0.0222015 -0.00157925 0.0115943 0.0147136
internal_weight=0 276 218 2017 1963 1909 289 1620 1471 1257 121 214 130 1136 149 128 211 131
internal_count=2293 276 218 2017 1963 1909 289 1620 1471 1257 121 214 130 1136 149 128 211 131
is_linear=0
shrinkage=0.16829


Tree=4160
num_leaves=15
num_cat=0
split_feature=48 34 1 1 4 160 1 4 48 16 4 16 156 4
split_gain=0.502183 0.459556 0.408472 0.429428 0.796279 0.410987 0.369158 0.329004 0.298695 0.36946 0.283946 0.330526 0.22634 0.201071
threshold=-0.035774999999999994 -0.010024999999999997 0.14068500000000003 0.098370000000000027 -0.060264999999999992 -0.54638999999999993 0.10548500000000001 -0.0041799999999999988 0.097500000000000017 -0.016354999999999998 -0.47860499999999995 0.0031900000000000006 0.085835000000000009 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 5 -5 -3 -6 -1 9 -8 -7 12 -12 -13
right_child=1 2 -4 4 6 10 8 -9 -10 -11 11 13 -14 -15
leaf_value=0.0078325348641747998 -0.001875546213932072 -0.0025740673536751185 0.023672828070837895 0.020052145262313095 -0.011137372009393236 0.023207889108044725 0.013227733270839063 -0.0087820253324776814 -0.0061309737549220871 -0.00027876122521136218 0.011866424209621359 -0.0029808199286534011 0.019445020045747611 0.0084168251893561689
leaf_weight=67 88 58 65 84 53 60 123 68 63 107 1115 52 125 272
leaf_count=67 88 58 65 84 53 60 123 68 63 107 1115 52 125 272
internal_value=0 0.01003 0.0105121 0.0101062 0.00535218 0.0113205 0.00177821 -0.000522973 0.00412061 0.00693647 0.0118178 0.0113797 0.0126318 0.00658203
internal_weight=0 2265 2177 2112 430 1682 346 135 293 230 1624 1564 1240 324
internal_count=2400 2265 2177 2112 430 1682 346 135 293 230 1624 1564 1240 324
is_linear=0
shrinkage=0.16829


Tree=4161
num_leaves=27
num_cat=0
split_feature=1 52 2 2 52 4 1 52 1 1204 3 52 4 1 42 4 3 2 4 3 4 49 43 3 15 4
split_gain=15.2078 3.49095 2.46654 2.18014 1.82833 1.48927 1.18024 1.04408 0.695673 0.678307 0.59527 0.651868 0.534333 1.20225 0.431782 0.457575 0.498394 0.465753 0.431308 0.380977 0.336058 0.285191 0.174566 0.18285 0.139564 0.0788292
threshold=0.10141500000000002 -0.41304999999999997 0.10272000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.043850000000000007 0.080125000000000016 -0.082824999999999996 0.12007000000000002 -0.0026799999999999997 -0.079594999999999985 0.31316500000000008 0.45363500000000007 0.11414000000000001 -0.066789999999999988 -0.033449999999999987 -0.0044449999999999993 0.098215000000000011 -0.0011949999999999997 -0.013119999999999998 -0.083709999999999993 0.088595000000000021 -0.34140499999999996 -0.087244999999999975 -0.08760999999999998 0.076415000000000025
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 8 7 9 21 -4 -3 20 11 18 13 -9 -12 17 24 19 22 -16 -1 -7 -11 -24 -17 -23
right_child=1 2 4 -5 -6 6 -8 12 -10 10 14 -13 -14 -15 15 16 -18 -19 -20 -21 -22 25 23 -25 -26 -27
leaf_value=0.0014819580837946581 0.0014412612449064793 0.00094727204867595366 -2.2778067431282855e-05 0.0013627162333849738 0.00097770527979690542 0.0014354328830066532 0.0007192714207951297 0.00069857394623440189 0.00042213867623943052 0.0016530861852898228 0.0016105880162103753 0.0011048336471077595 0.00075723759093851927 6.0645885164467792e-05 0.0013687784552975438 0.0013984709779980094 0.00088795682182204896 0.0011344128897831675 0.0017493191142202841 0.00169972482766354 0.0018175807122381862 0.0010918220040019079 0.0013889538382423877 0.0014960198406798637 0.0011679820714264088 0.0012708507966246135
leaf_weight=62 78 52 56 89 70 79 52 63 59 54 52 52 57 66 145 56 53 66 65 53 73 63 302 462 66 55
leaf_count=62 78 52 56 89 70 79 52 63 59 54 52 52 57 66 145 56 53 66 65 53 73 63 302 462 66 55
internal_value=0 0.000790534 0.000691331 0.000977583 0.000507723 0.00140074 0.00116301 0.000371632 0.000668465 0.00143864 0.00141731 0.00146651 0.000490569 0.000372465 0.00132353 0.00128945 0.00115733 0.00137689 0.00148777 0.00145754 0.0016637 0.00127996 0.00146695 0.00145374 0.00127407 0.00117557
internal_weight=0 590 512 200 312 1810 249 242 111 1561 1426 935 186 129 491 439 175 264 883 198 135 197 818 764 122 118
internal_count=2400 590 512 200 312 1810 249 242 111 1561 1426 935 186 129 491 439 175 264 883 198 135 197 818 764 122 118
is_linear=0
shrinkage=0.0032998


Tree=4162
num_leaves=24
num_cat=0
split_feature=12 4 13 4 12 133 4 42 4 13 11 48 123 12 51 48 400 133 51 43 4 133 12
split_gain=16.539 5.65772 4.31158 3.76255 2.19702 1.42872 1.1255 1.013 0.96751 0.813948 0.790185 0.73035 0.928802 0.590093 0.392607 0.328212 0.323563 0.368507 0.298949 0.232494 0.384686 0.195187 0.0447055
threshold=0.054520000000000006 0.36766000000000004 -0.0044799999999999987 -0.050564999999999992 0.093270000000000006 -1.0000000180025095e-35 -0.00013999999999999996 0.10017000000000002 0.27161500000000005 -0.014449999999999999 1.0000000180025095e-35 0.09111000000000001 0.087590000000000015 0.11461500000000001 -0.091399999999999981 0.014805 -0.064794999999999978 -0.0082649999999999998 0.089215000000000017 -0.052219999999999996 -0.068189999999999987 0.09389500000000002 0.097755000000000022
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 4 5 -4 10 -1 -5 18 -8 11 14 12 -7 -9 -2 16 -16 -18 19 21 -21 22 -6
right_child=1 -3 3 6 7 9 8 13 -10 -11 -12 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0.0017287406850775293 0.0020078624023167281 0.0011431450924804258 0.0023694622240197204 0.0011759200690658184 0.0022437399560397116 0.0015709592283790973 0.0019455230733098569 0.0019442301757504265 0.0014586447935990661 0.00078753648744694634 0.0026227472159627511 0.0009191603334488507 0.0010242797001762272 0.0015115249069278095 0.0024805225534820794 0.0020865384979696705 0.0021731365789323001 0.0023240471985941382 0.0018837292888477034 0.0022406152257197238 0.0019147720551480471 0.0021054928403687416 0.0023989820406817366
leaf_weight=58 68 58 92 57 53 93 93 103 87 53 69 54 54 53 93 98 285 513 57 71 96 87 55
leaf_count=58 68 58 92 57 53 93 93 103 87 53 69 54 54 53 93 98 285 513 57 71 96 87 55
internal_value=0 0.00215789 0.00153851 0.00180231 0.00219247 0.00126023 0.001582 0.00202596 0.00171039 0.00115311 0.00227747 0.00124933 0.00137038 0.00179745 0.0022549 0.00227185 0.00229219 0.00227019 0.00211096 0.00214664 0.00205352 0.00222621 0.00232312
internal_weight=0 1759 641 329 1701 312 237 575 180 254 1126 201 147 156 1057 989 891 798 419 362 167 195 108
internal_count=2400 1759 641 329 1701 312 237 575 180 254 1126 201 147 156 1057 989 891 798 419 362 167 195 108
is_linear=0
shrinkage=0.0032998


Tree=4163
num_leaves=27
num_cat=0
split_feature=3 48 2 124 376 3 3 156 2 3 52 4 2 15 16 52 3 403 130 3 52 4 3 52 16 474
split_gain=0.568865 0.444878 0.352547 0.313517 0.31859 0.288236 0.509155 0.386752 0.313227 0.276812 0.566162 0.4665 0.362381 0.374617 0.345247 0.242268 0.259693 0.316175 0.259198 0.18667 0.18574 0.285096 0.229516 0.168156 0.137737 0.110978
threshold=-0.068254999999999982 -0.035774999999999994 0.15630500000000003 -0.076164999999999983 0.084545000000000009 -0.020854999999999995 0.11924500000000002 0.050840000000000003 0.10332000000000001 -0.087244999999999975 0.10611000000000001 -0.17689999999999997 0.10322500000000003 -0.0099749999999999978 -0.076944999999999986 -0.11333999999999998 -0.086049999999999988 -0.52017999999999986 0.006490000000000001 -0.092019999999999977 0.090755000000000016 -0.071794999999999984 -0.078254999999999977 0.10160000000000001 -0.010574999999999999 0.023345000000000001
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=9 -2 3 4 -3 23 7 8 -7 10 11 -1 13 24 19 25 -17 -18 20 -15 22 -22 -19 -5 -13 -11
right_child=1 2 -4 5 -6 6 -8 -9 -10 15 -12 12 -14 14 -16 16 17 18 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.022319570408977512 -0.0065191858321387974 -0.0056341504861495252 0.02045721809379291 -0.0027874107008292637 0.010379047698867187 0.025504796386178724 0.0016009113080696468 0.003527558678898945 0.010084840947675576 0.0038873195078616305 -0.0043187299601953359 0.024638713682012758 -0.0015878111010921999 0.017124796555204227 -0.0022311344630253963 0.02472506032503104 0.0038598967144680149 0.013982112728174763 0.025670397880498977 0.0066053152000954884 0.0015452187373144286 0.014338784472322378 0.023262064260151989 0.0089110388818325129 0.013417855391143726 0.013012201737589957
leaf_weight=88 69 101 56 79 54 107 101 53 58 94 77 58 77 85 75 69 80 330 60 111 74 150 99 62 69 64
leaf_count=88 69 101 56 79 54 107 101 53 58 94 77 58 77 85 75 69 80 330 60 111 74 150 99 62 69 64
internal_value=0 0.0063344 0.00765883 0.00649053 -4.37678e-05 0.00869621 0.0114984 0.0160756 0.0200953 0.0119512 0.00919915 0.0110511 0.00895974 0.0110049 0.00745927 0.0136763 0.0147889 0.0139221 0.0150485 0.0111765 0.0140698 0.0101204 0.0161278 0.00234385 0.0185565 0.00759485
internal_weight=0 740 671 615 155 460 319 218 165 1660 640 563 475 398 271 1020 862 793 713 196 653 224 429 141 127 158
internal_count=2400 740 671 615 155 460 319 218 165 1660 640 563 475 398 271 1020 862 793 713 196 653 224 429 141 127 158
is_linear=0
shrinkage=0.16829


Tree=4164
num_leaves=15
num_cat=0
split_feature=49 13 13 3 34 12 0 475 1446 156 3 474 3 15
split_gain=0.82245 0.529087 0.462342 0.374565 0.290237 0.477589 0.301543 0.36905 0.277394 0.465158 0.419052 0.31594 0.202038 0.110398
threshold=-0.020999999999999994 -0.075679999999999983 -0.091769999999999977 -0.017449999999999997 -0.010024999999999997 -0.096989999999999979 0.12474500000000001 -0.088274999999999978 0.08376500000000002 -0.0071349999999999998 -0.085499999999999979 0.094980000000000023 -0.080669999999999978 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6 7 -7 9 -9 -10 -11 -12 -5
right_child=4 3 -4 13 5 6 -8 8 10 11 12 -13 -14 -15
leaf_value=-0.0012834289180848749 -0.0014359253424723786 -0.013965689918473209 0.017032895055678541 -0.0044426979903859319 0.023914961318943571 -0.0020528532904274671 0.021213246576955197 0.02598791543681591 -0.0089011199099284198 0.010380354083088498 0.01635520471059081 -0.0029372216401845836 0.0028403918230887498 0.0060502306197675873
leaf_weight=75 63 78 81 53 69 78 62 53 54 1493 56 52 72 61
leaf_count=75 63 78 81 53 69 78 62 53 54 1493 56 52 72 61
internal_value=0 0.000931297 0.00821545 -0.00497772 0.00978499 0.0101413 0.00964538 0.0092584 0.00975507 0.0104646 0.00351505 0.00993096 0.00876716 0.00115618
internal_weight=0 348 156 192 2052 1989 1920 1858 1780 1598 182 1545 128 114
internal_count=2400 348 156 192 2052 1989 1920 1858 1780 1598 182 1545 128 114
is_linear=0
shrinkage=0.16829


Tree=4165
num_leaves=22
num_cat=0
split_feature=1 12 14 1 12 1 1 4 12 481 42 150 1 43 151 133 12 15 15 12 43
split_gain=22.6142 4.21855 2.08095 1.9708 2.38155 1.71958 1.33368 1.11212 0.956959 0.886843 0.460181 0.452665 0.484943 0.351047 0.319992 0.38289 0.311123 0.347219 0.293238 0.235519 0.219886
threshold=0.109225 0.077755000000000005 0.076175000000000007 0.13429500000000003 0.086885000000000004 0.092655000000000015 0.073870000000000005 0.029980000000000003 -1.0000000180025095e-35 -0.048124999999999994 0.088020000000000015 0.085395000000000013 0.11846000000000002 0.061400000000000003 -0.088054999999999981 -0.059434999999999995 0.084475000000000008 -0.0070899999999999991 -0.092969999999999983 0.090775000000000008 -0.073574999999999988
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 7 4 11 6 -1 9 -7 16 -5 12 -2 14 -11 -16 -3 -18 -9 -15 -20
right_child=3 2 -4 10 -6 8 -8 18 -10 13 -12 -13 -14 19 15 -17 17 -19 20 -21 -22
leaf_value=0.001248733385333082 0.0010900312501729748 0.0017596942647163682 0.0023870360235048946 0.00065287172830456462 0.0014409371976456496 0.00084095451671705541 0.0018154413522987645 0.0016558422798925302 0.0013485035954910044 0.0015541118549365265 0.00026940722715282253 0.00052427107295011793 0.00065597933532894474 0.0014003081863839554 0.0019130402732284507 0.0017313502601073334 0.0018458050494760002 0.0022014456856792102 0.0015101422035405019 0.0016703306169849048 0.0012235776002507055
leaf_weight=83 61 57 53 101 87 82 101 73 81 92 52 56 53 57 156 782 52 77 71 103 53
leaf_count=83 61 57 53 101 87 82 101 73 81 92 52 56 53 57 156 782 52 77 71 103 53
internal_value=0 0.00167165 0.00174221 0.000819768 0.000996441 0.00134091 0.00156 0.00172046 0.00109339 0.0017538 0.000522774 0.000768756 0.000888544 0.00172045 0.00174311 0.0017616 0.00196702 0.00205836 0.00148739 0.00157436 0.00138794
internal_weight=0 1973 1626 410 257 347 184 1573 163 1376 153 170 114 1190 1030 938 186 129 197 160 124
internal_count=2383 1973 1626 410 257 347 184 1573 163 1376 153 170 114 1190 1030 938 186 129 197 160 124
is_linear=0
shrinkage=0.0032998


Tree=4166
num_leaves=21
num_cat=0
split_feature=13 2 41 4 3 3 3 0 1 2 1 3 16 2 42 42 4 42 1213 4
split_gain=0.991097 0.733366 0.566649 0.62312 0.754129 0.566912 0.556631 0.523058 0.398107 0.358703 0.482626 0.37775 0.310245 0.260277 0.235874 0.330528 0.351528 0.267893 0.233206 0.208243
threshold=-0.16392499999999996 -0.0091949999999999983 1.0000000180025095e-35 -0.032764999999999996 0.095555000000000015 0.095555000000000015 -0.015069999999999998 -0.13972999999999997 0.080125000000000016 0.088435000000000014 0.089075000000000015 -0.059629999999999996 -0.34140499999999996 0.093565000000000023 -0.042074999999999994 -0.08539999999999999 -0.084384999999999988 -0.013204999999999998 0.104315 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 5 9 14 -2 -1 -4 11 13 19 -12 -11 15 16 -3 -16 -19 -5
right_child=1 2 8 4 -6 -7 -8 -9 -10 10 12 -13 -14 -15 17 -17 -18 18 -20 -21
leaf_value=-0.019555735227774738 0.0055186276172593711 0.015245408237811713 0.011212641078097009 0.010995305478799585 -0.0094867613303956395 0.028274377047647327 -0.016583639877392184 0.0018786234879204021 0.031558486235194159 0.0018528002125936538 0.0058461726788401657 0.024046707857953899 -0.010241720355449962 0.010906655933225222 0.023528477259980807 -0.0026147217050959091 -0.00033054296161016109 0.012001087448077612 0.00042559282612836139 0.00054072416712112978
leaf_weight=53 76 124 58 241 88 53 56 82 52 153 54 53 91 220 53 84 61 607 54 70
leaf_count=53 76 124 58 241 88 53 56 82 52 153 54 53 91 220 53 84 61 607 54 70
internal_value=0 0.00831597 0.00907541 0.00842901 0.0053602 0.0113006 -0.00384448 -0.00652304 0.020847 0.00684356 0.00399312 0.010895 -0.00423798 0.00719769 0.0103836 0.00612282 0.0100998 0.0119863 0.0110582 0.00864796
internal_weight=0 2248 2116 2006 970 1036 132 135 110 882 518 364 145 373 983 269 185 714 661 311
internal_count=2383 2248 2116 2006 970 1036 132 135 110 882 518 364 145 373 983 269 185 714 661 311
is_linear=0
shrinkage=0.16829


Tree=4167
num_leaves=15
num_cat=0
split_feature=12 157 15 13 160 52 15 0 484 151 474 12 0 13
split_gain=0.743015 0.411749 0.815075 0.517328 0.262121 0.214446 0.320764 1.02805 0.26111 0.212953 0.177554 0.171212 0.1521 0.146719
threshold=-0.092124999999999985 -0.079969999999999986 -0.0070899999999999991 -0.16392499999999996 -0.50388999999999984 0.51339500000000016 -0.083359999999999976 -0.14989499999999997 0.023665000000000002 -0.089594999999999994 0.085860000000000006 0.096265000000000003 -0.10185499999999999 -0.081849999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 10 -3 13 6 9 -8 -9 -6 -2 -11 -1 -5
right_child=1 3 -4 4 5 -7 7 8 -10 11 -12 -13 -14 -15
leaf_value=-0.00085535107037729629 0.011379453825676905 -0.0046166358160269587 -0.01480617407105239 0.010047199997612702 0.013618309934019062 -0.0028153473074412033 0.028283308946029609 0.0076468981640894045 0.017565830281020638 0.0015368124277552661 3.6917676720396875e-05 0.009771754396300918 -0.012523554180988879 0.022599229198580234
leaf_weight=69 97 92 71 53 64 52 78 1105 81 352 66 90 59 54
leaf_count=69 97 92 71 53 64 52 78 1105 81 352 66 90 59 54
internal_value=0 0.00692606 0.000235065 0.00769988 0.00828822 0.00781094 0.00812414 0.00955882 0.00832584 0.00453672 0.00679779 0.00321768 -0.0062477 0.0163987
internal_weight=0 2255 234 2021 1929 1822 1770 1264 1186 506 163 442 128 107
internal_count=2383 2255 234 2021 1929 1822 1770 1264 1186 506 163 442 128 107
is_linear=0
shrinkage=0.16829


Tree=4168
num_leaves=22
num_cat=0
split_feature=1 12 3 16 1 3 1 39 3 2 2 41 12 1446 1456 1 42 2 12 12 15
split_gain=28.7493 5.4894 3.58331 2.31521 2.25943 1.56996 1.3496 1.25077 1.06751 1.05462 0.804098 0.652712 0.769732 0.326933 0.304259 0.301665 0.268245 0.355586 0.309026 0.287097 0.254111
threshold=0.10915500000000002 0.054520000000000006 0.31534000000000006 0.38845000000000002 0.092655000000000015 -1.0000000180025095e-35 0.073870000000000005 0.087735000000000021 -0.23303499999999996 0.097145000000000023 0.10981000000000002 0.075585000000000013 0.083570000000000019 0.088500000000000009 -0.082334999999999978 0.13443000000000002 0.091545000000000015 0.113165 0.095175000000000023 0.10862500000000001 -0.097499999999999989
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 4 3 7 6 -6 -1 10 -3 11 -2 12 -10 14 -14 -9 18 -18 -11 -20 -12
right_child=2 8 -4 -5 5 -7 -8 15 9 16 20 -13 13 -15 -16 -17 17 -19 19 -21 -22
leaf_value=0.0011654631647971634 0.0011874804246489318 0.0021588900446265044 -6.3346070138715202e-05 0.0014008714792131929 0.00061648311511594718 0.0012714884692204239 0.0017405394997541401 0.00056404231276985304 0.0013333954016998858 0.0017420778707438764 0.00085216212311335366 0.002061784387474301 0.0014986081670161923 0.0019416675791543486 0.0017202781501008092 0.0002244728354998439 0.0011678428298122867 0.0015479527549421791 0.0012965398502270433 0.0016411375096989241 0.00055301253236482591
leaf_weight=81 52 52 64 56 80 80 100 59 60 74 61 58 75 70 1021 56 53 57 57 52 65
leaf_count=81 52 52 64 56 80 80 100 59 60 74 61 58 75 70 1021 56 53 57 57 52 65
internal_value=0 0.00161159 0.000653901 0.000785532 0.0012305 0.000944206 0.00148338 0.000667804 0.00169135 0.00167591 0.000841276 0.00171686 0.00170051 0.00171937 0.00170514 0.000398993 0.00149633 0.00136513 0.00157501 0.00146126 0.000698119
internal_weight=0 1970 413 349 341 160 181 293 1629 1577 178 1284 1226 1166 1096 115 293 110 183 109 126
internal_count=2383 1970 413 349 341 160 181 293 1629 1577 178 1284 1226 1166 1096 115 293 110 183 109 126
is_linear=0
shrinkage=0.0032998


Tree=4169
num_leaves=16
num_cat=0
split_feature=2 3 2 12 43 12 52 1 52 52 52 130 48 13 2
split_gain=0.705248 0.506585 0.425151 0.268547 0.344392 0.259381 0.234057 0.672165 0.428622 0.420735 0.269454 0.23703 0.223419 0.170391 0.157222
threshold=-0.0091949999999999983 -0.015069999999999998 0.13290500000000002 -0.093429999999999985 -0.15786499999999998 0.090175000000000019 0.19121000000000002 0.085425000000000015 0.11483500000000001 0.093245000000000008 0.10303500000000002 0.09721500000000001 0.08955500000000001 -0.079854999999999995 0.15109000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 8 13 9 11 -11 -6 14 -8 -4
right_child=2 -3 12 4 6 -7 7 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0043655674479073942 -0.0027809245993250229 -0.015539286246683288 -0.0029061582870603233 0.025604254260502762 0.0069092256368404681 0.010349933599857305 0.01083817292405906 0.024148314899979342 -0.0071019163120372656 0.024298491588458419 0.0084700387952185031 -0.003790737668571382 -0.0096428037039343086 -0.00069867810116945649 0.0095230152313427255
leaf_weight=76 67 69 58 52 1388 82 77 87 61 64 59 61 57 68 57
leaf_count=76 67 69 58 52 1388 82 77 87 61 64 59 61 57 68 57
internal_value=0 -0.00509401 0.00701007 0.00767943 0.00803093 0.0162829 0.00743706 0.012448 0.00672406 0.00726171 0.0167206 0.00645754 -0.00101968 0.0054154 0.00323877
internal_weight=0 145 2238 2066 1999 134 1865 232 1633 1572 123 1449 172 145 115
internal_count=2383 145 2238 2066 1999 134 1865 232 1633 1572 123 1449 172 145 115
is_linear=0
shrinkage=0.16829


Tree=4170
num_leaves=23
num_cat=0
split_feature=1 3 4 3 0 12 1 0 47 13 160 12 3 12 13 42 1456 3 15 1 4 15
split_gain=31.0294 4.64021 4.96794 3.64499 1.77245 1.31226 2.00956 1.54755 1.30826 0.890706 0.783957 0.673199 0.598141 0.577667 0.560788 0.83289 0.486077 0.447766 0.411102 0.342977 0.198123 0.344223
threshold=0.10508500000000001 -0.055839999999999994 0.10440500000000001 0.10323000000000002 0.04939000000000001 0.090465000000000004 0.089625000000000024 -0.13010499999999997 0.09717000000000002 -0.10278499999999999 -0.41947499999999993 -0.08780499999999998 0.021805000000000001 0.083785000000000012 -0.059914999999999989 -1.0000000180025095e-35 -0.081594999999999987 -0.074979999999999977 -0.015069999999999998 0.11810000000000001 0.0030100000000000001 0.092400000000000024
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 -2 4 5 6 9 -8 11 -1 -7 -3 -13 18 20 17 -15 -16 -11 -14 21 -12
right_child=1 8 -4 -5 -6 10 7 -9 -10 13 14 12 19 16 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0030869838974876304 0.0025269960194718938 0.0015295117326475855 0.0014322615694178681 0.0017036144881543379 0.0020816277736747618 0.0020630046939386277 0.0018303150886461359 0.0025388021030777652 0.0017823326924683845 0.0026659257886294026 0.0028707735636424713 0.00096399403054959652 0.0015310468602650065 0.0023477458475543297 0.0025844299886307281 0.0021455950809109374 0.0026507053208932171 0.0022602169500725842 0.0029743646438517221 0.0011472930984795387 0.0024475159490615619 0.0025426254134883921
leaf_weight=60 101 83 82 58 86 54 54 91 72 94 66 85 52 66 193 100 623 64 103 52 55 82
leaf_count=60 101 83 82 58 86 54 54 91 72 94 66 85 52 66 193 100 623 64 103 52 55 82
internal_value=0 0.00161172 0.00203665 0.0025196 0.002546 0.0025694 0.00263849 0.00227519 0.00138556 0.00269414 0.00244658 0.0012804 0.00117081 0.0026675 0.00248351 0.00240358 0.00262174 0.00250383 0.00282737 0.00133951 0.00262389 0.0026892
internal_weight=0 527 183 1849 1791 1705 1091 145 344 946 614 272 189 886 560 357 689 257 197 104 203 148
internal_count=2376 527 183 1849 1791 1705 1091 145 344 946 614 272 189 886 560 357 689 257 197 104 203 148
is_linear=0
shrinkage=0.0032998


Tree=4171
num_leaves=31
num_cat=0
split_feature=4 3 2 123 14 3 16 43 16 156 133 2 42 133 160 4 3 133 2 43 403 43 2 43 0 16 2 16 16 4
split_gain=20.329 8.15096 4.12398 3.36467 3.06297 1.6248 0.840644 0.741286 0.716244 1.08473 0.61263 0.555778 0.724191 0.595887 0.528695 0.518554 0.405732 0.462005 0.340515 0.312943 0.279825 0.399945 0.276539 0.258938 0.241897 0.233726 0.228296 0.208871 0.192824 0.177428
threshold=0.30163500000000004 -0.065259999999999999 0.14870000000000003 0.080635000000000012 -0.10708499999999999 0.10323000000000002 -0.52830499999999991 -0.049364999999999992 0.0055300000000000011 -0.031569999999999994 0.084735000000000019 0.090310000000000015 0.087970000000000007 0.024130000000000002 -0.064629999999999979 -0.040969999999999993 -0.095119999999999996 0.088385000000000005 0.091205000000000008 -0.022549999999999997 0.10323500000000001 0.0047850000000000011 0.085505000000000012 0.0054600000000000004 -0.094709999999999989 -0.061394999999999998 0.092925000000000021 -0.075779999999999986 -0.055679999999999993 -0.0063999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -2 7 -6 -3 11 -10 -5 12 20 15 -11 -13 -16 22 28 25 21 27 -18 -21 -8 -14 -15 -1 -9 -28
right_child=4 2 -4 10 6 -7 24 18 9 14 -12 13 19 26 16 -17 17 -19 -20 23 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0019235996385552792 0.0013249636920707843 0.0014543757220322419 0.00049975346124433041 0.0012560353184216091 0.00078964370413913668 0.0012800028570625693 0.00017385703659334036 0.0018447089765613522 0.0021688426519926641 0.0013980722523692722 0.00079082515883494389 0.0018127450101634481 0.0017935475805279824 0.0017305798537701231 0.0018905913829896971 0.0014194158100212311 0.0015731872747036324 0.0013657597485361415 0.0017171200934158022 0.0020346804093434165 0.0017605329185485898 0.0022582991767038764 0.0019187490454065917 0.0017303158443150509 0.00048763769685205134 0.0014832590953992655 0.0018655730005727126 0.0020591492682921438 0.0021268489046812758 0.0021466203058714858
leaf_weight=298 72 61 52 59 75 100 53 53 53 69 66 76 59 52 102 73 52 53 89 68 54 67 53 60 55 52 53 235 60 52
leaf_count=298 72 61 52 59 75 100 53 53 53 69 66 76 59 52 102 73 52 53 89 68 54 67 53 60 55 52 53 235 60 52
internal_value=0 0.00173445 0.00138418 0.00147835 0.000748082 0.00163929 0.000520919 0.00177577 0.00185407 0.00172858 0.00101069 0.00189402 0.00193604 0.0017713 0.00165755 0.00162028 0.00172627 0.00161997 0.00187265 0.00177921 0.00199329 0.00201418 0.00174795 0.00189228 0.000333979 0.0016485 0.0019144 0.00198343 0.00199483 0.00200509
internal_weight=0 2121 540 488 255 363 183 263 1581 382 125 1199 893 306 329 149 260 158 202 239 654 600 105 128 108 111 157 533 113 105
internal_count=2376 2121 540 488 255 363 183 263 1581 382 125 1199 893 306 329 149 260 158 202 239 654 600 105 128 108 111 157 533 113 105
is_linear=0
shrinkage=0.0032998


Tree=4172
num_leaves=24
num_cat=0
split_feature=1 52 50 3 47 1 41 49 2 124 15 156 156 1 15 13 13 4 43 1456 2 16 16
split_gain=29.5102 7.72896 2.53184 2.083 1.5875 1.25763 1.1115 1.10272 0.746425 0.719161 0.751785 0.67105 0.829691 0.662324 0.720329 0.826796 0.637851 0.758419 0.494534 0.36417 0.320415 0.312381 0.130401
threshold=0.10508500000000001 -0.40011499999999994 0.10616500000000001 -0.072739999999999985 0.078345000000000012 0.092415000000000011 0.075585000000000013 -0.049039999999999993 0.093565000000000023 -0.0037749999999999993 -0.42443999999999993 0.088305000000000008 1.0000000180025095e-35 0.079020000000000021 -0.088489999999999985 -0.059914999999999989 0.084330000000000016 -0.085629999999999984 -0.34140499999999996 -0.062944999999999987 0.088625000000000023 -0.036039999999999996 -0.081299999999999983
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 4 6 7 13 11 -3 -7 -9 -11 12 16 14 -5 -16 17 22 -18 -19 -13 -17 -1
right_child=1 2 -4 5 -6 8 -8 9 -10 10 -12 20 -14 -15 15 21 18 19 -20 -21 -22 -23 -24
leaf_value=0.0020611552223601475 0.0021155885913648723 0.00091892806843597928 0.001417810974819566 0.0019819314445247939 0.0011295689471945811 0.001625661604413778 0.0023155926060864623 0.00079896645254281856 0.0011365441478599469 0.00060154342443490363 0.00014982940374759406 0.0014553579899687368 0.0022773277338614568 0.0020255217593608235 0.0018607590753227205 0.0015761042101482708 0.0018705029109816877 0.0016929638523804846 0.001432630462331503 0.0019108733716942182 0.0018150964710318749 0.0012142741281539139 0.0022762306191903381
leaf_weight=82 57 95 68 65 85 73 73 61 65 81 80 52 67 85 67 52 60 97 55 783 60 55 58
leaf_count=82 57 95 68 65 85 73 73 61 65 81 80 52 67 85 67 52 60 97 55 783 60 55 58
internal_value=0 0.000967687 0.000828398 0.00185301 0.000728609 0.00166054 0.0019171 0.000620985 0.00139554 0.000493328 0.000377308 0.00189493 0.00191787 0.0017733 0.00168345 0.00157175 0.00189662 0.00192311 0.00166139 0.00188689 0.00164839 0.00139045 0.00215051
internal_weight=0 527 470 1849 402 462 1387 317 138 222 161 1314 1202 324 239 174 1135 1020 115 880 112 107 140
internal_count=2376 527 470 1849 402 462 1387 317 138 222 161 1314 1202 324 239 174 1135 1020 115 880 112 107 140
is_linear=0
shrinkage=0.0032998


Tree=4173
num_leaves=14
num_cat=0
split_feature=10 403 1213 401 124 34 1420 0 0 147 403 13 16
split_gain=0.534659 0.472906 0.448856 0.406207 0.342371 0.409454 0.347221 0.42664 0.551883 0.330388 0.213962 0.172725 0.236142
threshold=0.058500000000000003 -0.088654999999999984 -0.036884999999999994 0.087110000000000007 -0.087644999999999987 -1.0000000180025095e-35 -0.080064999999999983 -0.040094999999999992 0.047740000000000012 0.089365000000000014 0.25638500000000003 -0.050754999999999995 -0.081299999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -7 9 -9 -8 -5 -4 -13
right_child=-2 3 11 10 5 6 7 8 -10 -11 -12 12 -14
leaf_value=0.031119616492857164 -0.0059601351470400686 0.02236498773632779 0.008572457093671236 0.022896229686226781 0.021347149389998966 0.020928450091138702 0.0092375158549280918 -0.010767489316062058 0.0071341025644051023 -0.0028404558435498606 0.010493052463695453 0.025766490784730377 0.012041638573449627
leaf_weight=52 56 53 103 96 69 58 1395 77 133 67 68 60 89
leaf_count=52 56 53 103 96 69 58 1395 77 133 67 68 60 89
internal_value=0 0.0106607 0.0168561 0.00972553 0.00901269 0.00861832 0.0081096 0.00766386 0.00056163 0.00868278 0.0177644 0.0139058 0.0175805
internal_weight=0 2320 304 2016 1852 1799 1730 1672 210 1462 164 252 149
internal_count=2376 2320 304 2016 1852 1799 1730 1672 210 1462 164 252 149
is_linear=0
shrinkage=0.16829


Tree=4174
num_leaves=23
num_cat=0
split_feature=1 52 1 12 124 14 15 14 52 49 1 12 12 0 1 1 1456 15 0 15 52 52
split_gain=40.9397 8.93035 3.58898 3.83407 3.12286 2.03623 1.44505 0.780021 0.760574 0.744197 0.811822 1.6985 0.545155 0.532678 0.464283 0.840856 0.671649 0.44636 0.347385 0.203978 0.186815 0.129936
threshold=0.10508500000000001 -0.40011499999999994 0.12500000000000003 0.089125000000000024 -0.043384999999999993 0.054835000000000009 -0.04174499999999999 -1.0000000180025095e-35 -0.067394999999999983 0.11530000000000001 0.089625000000000024 0.088395000000000015 0.090255000000000016 -0.069074999999999984 1.0000000180025095e-35 0.085720000000000005 -0.077349999999999988 0.091475000000000015 -0.10417499999999999 -0.013349999999999999 0.13248000000000001 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 -1 9 8 -4 -3 10 12 -12 14 20 16 -16 -6 19 -9 -13 -14 -15
right_child=1 2 7 -5 5 -7 -8 18 -10 -11 11 17 13 21 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.001268344363607469 0.0020784138078189132 0.00058248363906578907 0.00070087491933170721 0.0015414272508339816 0.0016736748660343989 0.0024787419159446621 0.00023560040697660219 0.00047059248379504464 0.0011163325118507667 0.0016036132540716702 0.0013917668303679326 0.0019236056710787274 0.0019735709114052369 0.0017624542673843266 0.0024158526003795265 0.0019508280738554456 0.0019950905972344526 0.0017548691050998111 0.00013993454568575803 0.0022225464159866524 0.0017705620991427286 0.0015471811109076402
leaf_weight=85 57 52 59 83 82 68 55 53 67 92 96 52 246 91 75 101 599 89 101 54 67 52
leaf_count=85 57 52 59 83 82 68 55 53 67 92 96 52 246 91 75 101 599 89 101 54 67 52
internal_value=0 0.000844635 0.000694931 0.000957532 0.00188735 0.00191716 0.000678804 0.00037792 0.00088335 0.00189462 0.00191129 0.00175238 0.00194648 0.00185322 0.00199607 0.00214919 0.00195644 0.00192974 0.000253961 0.00207623 0.00193023 0.00168442
internal_weight=0 527 470 257 1849 1764 174 213 119 1696 1604 291 1313 456 857 176 681 195 154 106 313 143
internal_count=2376 527 470 257 1849 1764 174 213 119 1696 1604 291 1313 456 857 176 681 195 154 106 313 143
is_linear=0
shrinkage=0.0032998


Tree=4175
num_leaves=10
num_cat=0
split_feature=2 41 1446 39 2 34 479 1456 1447
split_gain=1.17189 0.440906 0.624924 0.374042 0.447189 0.89091 0.429008 0.382669 0.281681
threshold=0.14870000000000003 0.083035000000000012 0.10324000000000001 0.098905000000000007 -0.0091949999999999983 -0.028109999999999996 0.088785000000000017 0.088395000000000015 -0.08477999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10
leaf_value=0.013949835317002017 -0.0087589396398850498 -0.0023899786508032638 0.028537365273340467 -0.0014770680306612212 0.021221722468567791 -0.016030928660568315 -0.0035869248796601377 4.9770798723506273e-05 0.011488304536333351
leaf_weight=61 98 78 53 77 89 52 55 80 1736
leaf_count=61 98 78 53 77 89 52 55 80 1736
internal_value=0 0.0100258 0.0104662 0.0100199 0.0104478 0.000137478 0.0110413 0.0114646 0.011964
internal_weight=0 2281 2203 2150 2073 113 1960 1905 1825
internal_count=2379 2281 2203 2150 2073 113 1960 1905 1825
is_linear=0
shrinkage=0.16829


Tree=4176
num_leaves=24
num_cat=0
split_feature=1 52 3 4 3 3 4 150 11 11 3 1 0 1 4 3 159 0 49 402 2 480 4
split_gain=69.5312 11.044 7.90358 4.85772 5.43472 2.53777 1.97965 1.97267 1.76027 1.83003 1.45374 1.44204 1.37631 1.33837 1.12997 0.937499 0.923255 0.88498 0.835522 0.544009 0.503465 0.40056 0.312802
threshold=0.10557500000000002 -0.40011499999999994 -0.072024999999999992 0.41488500000000006 -0.048154999999999996 0.10323000000000002 0.052250000000000012 0.083825000000000011 1.0000000180025095e-35 0.085630000000000026 0.06269000000000001 0.092415000000000011 -0.061654999999999995 0.12180500000000001 1.0000000180025095e-35 -0.116045 0.08043500000000002 -0.061654999999999995 0.0016050000000000003 0.11232500000000002 0.11144000000000001 0.086850000000000024 -0.082184999999999994
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 -2 6 4 -3 7 8 10 15 -10 11 12 14 -5 -4 -1 20 -15 -8 21 -6 22 -17
right_child=1 3 5 13 16 -7 18 -9 9 -11 -12 -13 -14 17 -16 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0018543706888213645 0.0021655463008349181 0.0015981990211604248 0.0024531051048709085 0.00057537862019757958 0.00093099720411444066 0.0011212208374738652 0.0015989613747005027 0.001297698363684998 0.0030715194960763076 0.0022281367083768749 0.0023423637779036496 0.0013579447152781685 0.0014932033345041321 0.00022955627178422236 0.0018719678498873751 0.002372405998239872 0.00019134189672493482 -0.00032445439643631662 0.0021298341876311612 0.0025568074163362067 0.00051170025750956328 0.0020006481361718987 0.0022372965343875942
leaf_weight=61 54 80 64 66 61 60 65 60 62 52 79 56 52 75 87 271 52 54 66 73 65 64 700
leaf_count=61 54 80 64 66 61 60 65 60 62 52 79 56 52 75 87 271 52 54 66 73 65 64 700
internal_value=0 0.000754722 0.00213242 0.000586466 0.000883577 0.00175534 0.00225454 0.00185084 0.00229411 0.00268713 0.00194893 0.00182879 0.00195851 0.000193186 0.00211851 0.00225575 0.0005622 -2.0821e-06 0.00186669 0.00227782 0.000714973 0.00225811 0.00227504
internal_weight=0 507 1872 453 258 458 1414 398 1283 114 338 259 203 195 151 1169 178 129 131 1108 126 1035 971
internal_count=2379 507 1872 453 258 458 1414 398 1283 114 338 259 203 195 151 1169 178 129 131 1108 126 1035 971
is_linear=0
shrinkage=0.0032998


Tree=4177
num_leaves=25
num_cat=0
split_feature=1 52 2 124 2 12 2 4 3 12 4 0 1 0 12 52 15 52 15 0 4 0 12 52
split_gain=36.3496 6.16292 3.79803 2.72954 2.36935 1.54694 1.91872 1.26576 1.76282 1.06046 1.05551 0.544971 0.653412 0.727837 0.662082 0.454451 0.605223 0.502528 0.445496 0.326225 0.323715 0.454943 0.319283 0.0900077
threshold=0.10557500000000002 -0.40011499999999994 0.14823500000000003 -0.043384999999999993 0.11585500000000001 -1.0000000180025095e-35 0.11197500000000002 -0.078454999999999983 0.088465000000000002 0.089175000000000018 0.094510000000000025 -0.087344999999999992 0.081540000000000015 -0.071719999999999992 0.085205000000000017 -0.089964999999999976 -0.0070899999999999991 -0.18817999999999999 -0.052259999999999994 -0.14076499999999997 0.056815000000000011 -0.088484999999999994 0.091445000000000012 0.084505000000000011
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 5 -1 7 10 -7 11 9 15 -3 23 14 -14 -13 17 -17 -9 -6 -8 21 -11 -16 -5
right_child=1 2 -4 4 18 6 19 8 -10 20 -12 12 13 -15 22 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0014410790819019161 0.0020818463694267258 0.00045225664666449929 0.00025861567764377759 0.0025042957811168562 0.0017953690096216557 0.0015653433195402314 0.0011241539851850361 0.0022075647134983528 0.00141957372585762 0.0022285508080794117 0.0010061903173067732 0.0018351272916167539 0.002094942148355173 0.0025101514285887582 0.0022287804231209212 0.0021255617368697156 0.0024344722889449075 0.0017758184143861287 0.0013743774908089965 0.00076236298349779085 0.0016927424181153844 0.0019094525154769377 0.0019799889191155847 0.0023005441727176976
leaf_weight=84 54 60 82 58 56 99 52 54 53 59 101 98 90 98 194 285 94 68 56 59 60 328 84 53
leaf_count=84 54 60 82 58 56 99 52 54 53 59 101 98 90 98 194 285 94 68 56 59 60 328 84 53
internal_value=0 0.00102762 0.000901871 0.00202382 0.00205118 0.00104395 0.00123083 0.0020823 0.00200742 0.00204024 0.000799974 0.00219329 0.00215111 0.00231157 0.00207079 0.0021451 0.00220227 0.00196721 0.00158519 0.000932168 0.00192264 0.00195819 0.00215373 0.00240733
internal_weight=0 507 453 1872 1788 371 210 1676 1001 948 161 675 564 188 376 501 379 122 112 111 447 387 278 111
internal_count=2379 507 453 1872 1788 371 210 1676 1001 948 161 675 564 188 376 501 379 122 112 111 447 387 278 111
is_linear=0
shrinkage=0.0032998


Tree=4178
num_leaves=24
num_cat=0
split_feature=4 12 150 43 3 14 12 11 3 12 3 12 12 4 150 12 47 159 13 160 3 160 13
split_gain=13.2072 4.99879 3.5416 2.20169 2.70439 2.16733 1.08726 0.894918 0.701596 0.683198 0.619787 0.550941 0.471392 0.593234 0.41432 0.40202 0.325437 0.283945 0.293466 0.219048 0.124381 0.103904 0.0902826
threshold=0.30163500000000004 0.054520000000000006 0.091105000000000005 -0.065804999999999989 0.11372500000000001 -0.45687499999999998 0.095780000000000018 1.0000000180025095e-35 0.077930000000000013 -0.086449999999999985 -0.10122999999999999 -0.08947999999999999 0.11769500000000001 -0.076184999999999989 0.081245000000000026 0.10711000000000002 0.091680000000000011 0.09678500000000001 -0.093039999999999984 -0.061284999999999992 -0.093224999999999988 -0.0096849999999999974 -0.061199999999999991
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=1 2 3 11 8 -2 7 10 -5 -7 -3 -1 13 20 -11 19 17 18 -12 -15 -8 -10 -21
right_child=5 6 -4 4 -6 9 12 -9 21 14 16 -13 -14 15 -16 -17 -18 -19 -20 22 -22 -23 -24
leaf_value=0.0010208197269019109 0.0011410174571744953 0.0010851532420368577 0.0002486824607174643 0.0012779081349455551 0.00069546998550812692 5.8694874988247775e-05 0.0016420572949889716 0.0017697105744978177 0.0017892137115937908 0.00036865283095500285 0.0013036939646519005 0.00058669654289560059 0.0010426529377368838 0.00097997553857422548 0.00072724035458870528 0.0014475549716743657 0.0012616341840045629 0.0012428768140767509 0.001504061216133468 0.0013164099022623659 0.0014093189086681439 0.0015729916640060124 0.0011284979322252568
leaf_weight=58 52 53 57 88 60 52 55 96 52 99 91 72 82 58 55 70 91 58 850 66 53 55 56
leaf_count=58 52 53 57 88 60 52 55 96 52 99 91 72 82 58 55 70 91 58 850 66 53 55 56
internal_value=0 0.00132964 0.00101714 0.00113081 0.00130919 0.000538704 0.00141189 0.00146212 0.00149785 0.000386492 0.00143625 0.000780653 0.00127037 0.00132243 0.000496949 0.00123341 0.00145329 0.00147072 0.00148472 0.00114993 0.00152817 0.0016784 0.00123044
internal_weight=0 2121 442 385 255 258 1679 1239 195 206 1143 130 440 358 154 250 1090 999 941 180 108 107 122
internal_count=2379 2121 442 385 255 258 1679 1239 195 206 1143 130 440 358 154 250 1090 999 941 180 108 107 122
is_linear=0
shrinkage=0.0032998


Tree=4179
num_leaves=23
num_cat=0
split_feature=1 43 3 12 15 16 16 13 12 479 3 16 16 12 16 1 15 50 157 16 16 13
split_gain=0.938015 0.638531 0.36906 0.366082 0.500941 0.512628 0.50746 0.662257 1.112 0.359174 0.323888 0.971502 0.58259 0.31695 0.352307 0.272694 0.37231 0.758795 0.28036 0.46402 0.376473 0.229133
threshold=0.10282000000000001 -0.11278499999999998 0.09037000000000002 0.10597500000000001 -0.024814999999999997 0.12292000000000002 -0.011989999999999999 -0.11122999999999998 -0.040564999999999997 0.080360000000000015 -0.038414999999999998 -0.0062149999999999992 -0.090394999999999989 0.083570000000000019 -0.076269999999999991 0.084795000000000023 -0.030229999999999996 0.089890000000000012 -0.08205999999999998 -0.011694999999999999 -0.0084099999999999991 -0.06457499999999998
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 -2 9 4 6 -6 7 -3 -9 10 13 12 -12 14 -1 18 -17 -18 20 -20 -15 -8
right_child=1 3 -4 -5 5 -7 21 8 -10 -11 11 -13 -14 15 -16 16 17 -19 19 -21 -22 -23
leaf_value=0.014979801593940854 -0.011799876455048311 0.020493394156684372 0.0032428815037364761 -0.0060985110305685443 -0.011152753315404711 0.01119016700974133 0.013661794955410098 -0.012592104203126703 0.015553800742641384 0.00051929022208460564 0.02397576974542532 0.038333387480005567 -0.00094558805574925409 0.011475057018000204 -0.0029416382125258956 0.0080050163958159028 0.031230788788406912 0.011983803988713945 0.014388384559865909 0.0063410748750426845 0.030415981058430495 0.029479540364733704
leaf_weight=57 56 76 102 53 63 54 52 80 79 57 53 60 53 63 68 73 119 114 638 299 57 53
leaf_count=57 56 76 102 53 63 54 52 80 79 57 53 60 53 63 68 73 119 114 638 299 57 53
internal_value=0 0.00524618 0.0131 0.00712143 0.00865853 -0.000825281 0.0119274 0.0075697 0.00138104 0.0136866 0.0141393 0.0212085 0.0114981 0.0133495 0.00521617 0.014094 0.0185313 0.0218215 0.0128078 0.0118224 0.020487 0.0216631
internal_weight=0 566 1813 510 457 117 340 235 159 1711 1654 166 106 1488 125 1363 306 233 1057 937 120 105
internal_count=2379 566 1813 510 457 117 340 235 159 1711 1654 166 106 1488 125 1363 306 233 1057 937 120 105
is_linear=0
shrinkage=0.16829


Tree=4180
num_leaves=19
num_cat=0
split_feature=484 4 41 12 148 47 52 4 52 12 4 15 12 4 160 1213 52 133
split_gain=0.774767 0.557376 0.515322 0.606027 0.634976 0.488863 0.573529 0.724245 0.453424 0.421089 0.335978 0.302853 0.211653 0.220778 0.410662 0.232857 0.143606 0.139891
threshold=-0.011809999999999999 -0.51003499999999991 0.082735000000000017 0.083885000000000015 -0.063899999999999985 0.092165000000000011 -0.087769999999999987 -0.018104999999999996 -0.016219999999999995 0.084160000000000013 0.24726500000000004 -0.030229999999999996 0.10862500000000001 -0.076689999999999994 -0.081249999999999989 -0.073474999999999985 0.0029250000000000005 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 -3 6 -6 -8 11 -10 12 -1 13 15 -15 -5 -11 -14
right_child=1 2 -4 10 5 -7 7 -9 9 16 -12 -13 17 14 -16 -17 -18 -19
leaf_value=0.0025448473798439022 -0.0089634181724117436 0.020488370269540153 0.023191482811881048 0.0073698602292585685 0.011196788907913324 0.014854532778242013 -0.017610541847998578 0.00067337207311818847 0.035098307776395922 0.024033181389693761 -0.0014619752732448598 0.017048794980334944 0.022530373582048142 0.014171566185528263 0.0044487895610613708 0.014961431404669143 0.013235670657979443 0.010942871028912515
leaf_weight=79 52 57 67 169 97 70 79 274 52 58 66 85 69 186 366 362 91 53
leaf_count=79 52 57 67 169 97 70 79 274 52 58 66 85 69 186 366 362 91 53
internal_value=0 0.00821104 0.00867833 0.00815118 0.00362324 0.0017711 -0.000260105 -0.00341341 0.0166599 0.0220253 0.0102053 0.0100731 0.0108459 0.0100934 0.0077282 0.0125487 0.0174508 0.0175112
internal_weight=0 1967 1915 1848 577 520 450 353 365 201 1271 164 1205 1083 552 531 149 122
internal_count=2332 1967 1915 1848 577 520 450 353 365 201 1271 164 1205 1083 552 531 149 122
is_linear=0
shrinkage=0.16829


Tree=4181
num_leaves=25
num_cat=0
split_feature=1 2 12 2 49 2 2 1 3 50 0 15 0 160 0 474 12 160 12 1 15 2 12 0
split_gain=22.1047 5.25435 2.86743 2.63777 1.72397 1.63428 1.12924 1.05148 0.906553 0.865604 0.825027 0.668781 0.598438 0.477356 0.465231 0.464458 0.539055 0.467661 0.415805 0.401431 0.390534 0.35654 0.349746 0.338114
threshold=0.10557500000000002 0.14823500000000003 -1.0000000180025095e-35 0.094835000000000017 -0.047749999999999994 0.11444000000000001 0.11626500000000002 0.089625000000000024 -0.13795999999999997 0.089465000000000017 -0.082064999999999985 -0.024814999999999997 -0.07717499999999998 -0.085684999999999983 -0.14989499999999997 0.087035000000000015 0.08073000000000001 -0.43346499999999993 0.082165000000000016 0.092550000000000007 -0.050699999999999995 0.12551500000000002 0.096265000000000003 -0.097604999999999983
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 10 7 -5 11 8 14 -6 12 -2 -4 19 -10 -1 16 -16 -18 -15 -9 -8 -7 -20 -19
right_child=1 -3 5 4 6 21 20 9 13 -11 -12 -13 -14 18 15 -17 17 23 22 -21 -22 -23 -24 -25
leaf_value=0.0021415121837641284 0.00048721356360890083 0.00017351692555047019 0.0013795899102083619 0.0010322459947592702 0.0021098288795792209 0.00083508507764942666 0.0015240904340184777 0.0014224885561596602 0.0018878400600686456 0.0018749267616323636 0.00097239963381014552 0.0018456611146437879 0.0011912356568348629 0.0013411889987238706 0.0021961900645680473 0.0015971767089183048 0.0015482181208549288 0.0016233320087827067 0.0018263384704880188 0.0018358896611564348 0.0011210252791850714 0.001214520728369736 0.0015217173893965156 0.0018938142735573178
leaf_weight=68 70 78 92 62 53 57 53 53 67 103 85 54 52 65 55 72 52 56 75 52 54 53 97 754
leaf_count=68 70 78 92 62 53 57 53 53 67 103 85 54 52 65 55 72 52 56 75 52 54 53 97 754
internal_value=0 0.000959227 0.00110825 0.00174859 0.00155062 0.0013229 0.0016198 0.00182764 0.00170926 0.00163856 0.000753511 0.00155221 0.00148327 0.00163931 0.00187411 0.00185569 0.00187595 0.00185548 0.0015689 0.00162756 0.001321 0.00101822 0.00165475 0.00187516
internal_weight=0 489 411 1843 526 256 464 1317 357 260 155 146 157 304 1057 989 917 862 237 105 107 110 172 810
internal_count=2332 489 411 1843 526 256 464 1317 357 260 155 146 157 304 1057 989 917 862 237 105 107 110 172 810
is_linear=0
shrinkage=0.0032998


Tree=4182
num_leaves=12
num_cat=0
split_feature=3 3 14 15 151 43 132 15 52 52 4
split_gain=0.967216 0.299749 0.385585 0.484732 0.332601 0.201906 0.47877 0.41002 0.33956 0.453174 0.334638
threshold=0.31343500000000007 0.12991000000000003 -0.10708499999999999 -0.41880499999999993 0.079100000000000018 0.043850000000000007 -0.26625499999999996 0.086195000000000008 -0.034054999999999995 -0.087769999999999987 -0.050564999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 -7 -8 9 -5 -10
right_child=-2 -3 3 4 -6 6 7 -9 10 -11 -12
leaf_value=0.020896911254534477 -0.0084113475802591129 0.020624648077813973 -0.004984911841957599 0.010031481910667732 -0.0017690294668540633 0.019335823058394742 -0.0067701137755266823 0.0080980116766360792 0.0096579723693343365 -0.00082858257632881704 0.015517968507080213
leaf_weight=80 86 70 68 408 72 57 89 128 632 148 494
leaf_count=80 86 70 68 408 72 57 89 128 632 148 494
internal_value=0 0.00976349 0.00941327 0.00897411 0.00944305 0.00985668 0.00560638 0.00199175 0.010548 0.00713744 0.0122305
internal_weight=0 2246 2176 2096 2028 1956 274 217 1682 556 1126
internal_count=2332 2246 2176 2096 2028 1956 274 217 1682 556 1126
is_linear=0
shrinkage=0.16829


Tree=4183
num_leaves=25
num_cat=0
split_feature=2 12 2 2 15 2 15 12 160 11 151 160 16 2 15 2 2 1455 16 52 16 2 133 15
split_gain=15.7498 6.09879 4.59908 2.75127 1.92965 1.86538 1.40164 0.81139 0.766449 0.575371 0.568825 0.55778 0.548584 0.398927 0.392996 0.331657 0.267911 0.356258 0.44989 0.338142 0.371768 0.22262 0.218889 0.105401
threshold=0.11891500000000001 1.0000000180025095e-35 0.15227000000000004 -0.0091949999999999983 -0.0036549999999999998 0.10272000000000002 -0.23488499999999998 0.093840000000000021 -0.53183499999999984 0.075910000000000019 -0.0038099999999999996 0.0065900000000000012 0.12292000000000002 0.083885000000000015 0.092135000000000009 0.106285 0.087610000000000007 1.0000000180025095e-35 -0.087829999999999978 -0.091234999999999983 -0.0090499999999999973 0.099325000000000011 0.12086500000000001 -0.025694999999999999
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 3 6 -1 5 10 -2 8 -3 16 -5 13 -8 14 -9 22 19 18 -18 -10 -21 -6 23 -15
right_child=2 7 -4 4 21 -7 12 11 9 -11 -12 -13 -14 15 -16 -17 17 -19 -20 20 -22 -23 -24 -25
leaf_value=0.00071761244280127824 0.00061225943807992019 0.0013145448544170206 5.3081735730530741e-05 0.0016975636009255795 0.0018769268755023695 0.00081392902588448403 0.001014167612176638 0.0012110287457070155 0.001528008851978252 0.0020087767857960141 0.0012517496857778285 0.0018311643230055439 0.0014424337722381492 0.0016152562735434277 0.001546015216515856 0.0014054466358475169 0.0013438620264928558 0.0018607030711987251 0.0016477396497645352 0.0017315309911376095 0.0019809404080665927 0.0015640443167126317 0.0014793646401331875 0.0018170385279382348
leaf_weight=98 72 55 79 52 52 92 85 88 76 70 81 62 54 55 70 92 71 59 230 479 78 52 58 72
leaf_count=98 72 55 79 52 52 92 85 88 76 70 81 62 54 55 70 92 71 59 230 479 78 52 58 72
internal_value=0 0.00155472 0.000732681 0.0012037 0.00134838 0.00117608 0.000986961 0.00164751 0.00169712 0.00171688 0.00142632 0.00153583 0.0011808 0.00149365 0.00135966 0.00156995 0.00169627 0.00162291 0.00157618 0.00173794 0.00176652 0.00172082 0.00165156 0.00172993
internal_weight=0 2042 290 427 329 225 211 1615 1118 1063 133 497 139 435 158 277 993 360 301 633 557 104 185 127
internal_count=2332 2042 290 427 329 225 211 1615 1118 1063 133 497 139 435 158 277 993 360 301 633 557 104 185 127
is_linear=0
shrinkage=0.0032998


Tree=4184
num_leaves=21
num_cat=0
split_feature=1 52 2 12 12 1 14 4 14 48 13 16 52 16 49 2 12 16 3 1
split_gain=43.2713 6.62837 4.62157 3.92175 3.25771 2.40616 1.9828 1.49921 1.13864 1.38187 1.19821 1.13359 1.31557 1.41227 1.11904 0.641788 1.05893 0.495392 0.423115 0.329837
threshold=0.10557500000000002 -0.40011499999999994 0.14823500000000003 -0.029844999999999997 0.089435000000000014 0.092810000000000017 0.054835000000000009 0.24099500000000004 -1.0000000180025095e-35 0.083570000000000019 -0.038394999999999992 0.0060650000000000009 0.10855000000000002 0.081265000000000018 0.096010000000000012 0.087610000000000007 0.084115000000000009 -0.0090499999999999973 -0.079724999999999976 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 -1 7 11 -3 10 -10 15 13 -13 -15 17 -17 19 -18 -5
right_child=1 2 -4 6 -6 -7 -8 -9 9 -11 -12 12 -14 14 -16 16 18 -19 -20 -21
leaf_value=0.0022208625496466742 0.0023487846284764406 0.0014520559375236384 0.00037313097396599065 0.0024950323804896575 0.0017771640324706814 0.0012335050532265549 0.0029399536627019046 0.0018397886128182618 0.0010628510702712659 0.0013218040376365783 0.00042551304823139466 0.0018242046003763459 0.0018100035710154744 0.0025556184043307923 0.0020974823052001715 0.0019020086130163332 0.0024721144205018136 0.0027288740734667579 0.0022622402633016062 0.0023015464655549919
leaf_weight=54 52 64 78 498 97 54 66 60 64 69 65 55 71 182 87 56 266 85 183 126
leaf_count=54 52 64 78 498 97 54 66 60 64 69 65 55 71 182 87 56 266 85 183 126
internal_value=0 0.00123447 0.00110179 0.00233881 0.00126001 0.00172751 0.00237684 0.00235455 0.00106841 0.000944221 0.000741985 0.00237372 0.00221912 0.00230866 0.00240758 0.002424 0.00233298 0.00248878 0.00238665 0.00245602
internal_weight=0 489 437 1843 359 108 1735 1669 262 198 129 1609 395 324 269 1214 505 709 449 624
internal_count=2332 489 437 1843 359 108 1735 1669 262 198 129 1609 395 324 269 1214 505 709 449 624
is_linear=0
shrinkage=0.0032998


Tree=4185
num_leaves=22
num_cat=0
split_feature=1 3 123 14 1 1 3 0 51 3 0 13 484 0 159 42 151 3 39 3 50
split_gain=88.6102 16.7404 7.88796 6.93227 3.48254 3.14252 2.17341 1.15996 0.974251 1.28814 1.02641 0.926863 0.604915 0.595166 0.651044 0.585129 0.548824 0.546568 0.494662 0.409315 0.384485
threshold=0.10538500000000002 -0.053499999999999992 1.0000000180025095e-35 0.054835000000000009 0.12212000000000002 0.11684000000000001 -0.072024999999999992 -0.10653 -0.096089999999999981 0.091170000000000015 -0.071719999999999992 -0.0024349999999999992 -0.085604999999999987 -0.076539999999999983 0.042925000000000005 0.08512500000000002 -0.0017399999999999998 -0.034684999999999994 0.0095750000000000019 -0.085754999999999984 0.089465000000000017
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=2 4 3 6 15 16 7 -1 -8 10 17 18 19 14 -14 -2 -3 -10 -7 -9 -15
right_child=1 5 -4 -5 -6 11 8 12 9 -11 -12 -13 13 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0015834297175411976 0.0017892574230017036 0.00066662002646311472 0.00091568920977248554 0.003074841683270226 0.00053519434091748978 -0.00058314685084424206 0.0020933866175510724 0.0024562446512581102 0.0017850401684404336 0.0012708391011085733 0.0014618074147792011 9.6682220984459566e-05 0.0020493848708580693 0.0018390075157081701 0.0023810097037257902 0.0013335012954575286 0.00022642185807986986 0.0021916208933949956 -0.00020515004635178135 0.0021019054776871483 0.0021386390806593055
leaf_weight=59 60 55 74 65 52 69 74 66 98 69 73 64 763 228 72 65 71 59 84 83 61
leaf_count=59 60 55 74 65 52 69 74 66 98 69 73 64 763 228 72 65 71 59 84 83 61
internal_value=0 0.000429667 0.00197207 0.00201621 0.00125386 4.25067e-06 0.00197583 0.00203834 0.00175252 0.00166804 0.00178705 -0.000236323 0.0020594 0.00203289 0.00207802 0.00155255 0.000418851 0.00193806 -0.000375849 0.0022591 0.00190237
internal_weight=0 520 1844 1770 177 343 1705 1332 373 299 230 217 1273 1124 835 125 126 157 153 149 289
internal_count=2364 520 1844 1770 177 343 1705 1332 373 299 230 217 1273 1124 835 125 126 157 153 149 289
is_linear=0
shrinkage=0.0032998


Tree=4186
num_leaves=19
num_cat=0
split_feature=1 11 0 16 41 16 16 4 0 16 48 148 49 4 0 156 49 47
split_gain=1.20525 0.815464 0.571435 0.821411 0.457171 0.748103 0.40889 0.866264 0.633474 0.32373 0.343605 0.298829 0.229464 0.278564 0.253919 0.480085 0.339387 0.140468
threshold=0.11663000000000003 1.0000000180025095e-35 -0.10803999999999998 -0.010379999999999999 0.077565000000000009 0.25155500000000003 -0.49181999999999998 0.50373500000000015 -0.074274999999999994 -0.39442499999999997 0.082665000000000016 -0.078044999999999989 0.12748500000000004 0.098655000000000007 -0.086224999999999982 0.089470000000000008 0.092625000000000013 0.088195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -3 -2 8 -8 -1 -11 -4 13 14 16 -16 -13 -10
right_child=6 4 11 -5 -6 -7 7 -9 17 10 -12 12 -14 -15 15 -17 -18 -19
leaf_value=0.01689819784722087 0.013582528126484392 0.044610324741947781 0.025703808000684815 -0.013770875078234357 0.011838756292331694 0.017257484196643389 -0.0094334012975001314 -0.015867021151198174 0.01950082168148335 -0.0063667680389942619 0.011582421870315303 0.01913701251932947 0.0019021950105440886 0.0020395775526332125 0.011245328618868809 0.024193696315475233 0.0047938687059400778 0.0071160825708833754
leaf_weight=96 65 55 54 53 56 59 52 79 52 53 70 364 52 60 948 89 54 53
leaf_count=96 65 55 54 53 56 59 52 79 52 53 70 364 52 60 948 89 54 53
internal_value=0 0.0131674 0.0121629 0.00501436 0.0243431 0.0304698 0.00176089 -0.00148746 0.00573668 0.00956876 0.00383361 0.0133613 0.0129348 0.0133123 0.0137759 0.0123583 0.0172884 0.0132666
internal_weight=0 2063 1893 272 170 114 301 236 157 219 123 1621 1567 1515 1455 1037 418 105
internal_count=2364 2063 1893 272 170 114 301 236 157 219 123 1621 1567 1515 1455 1037 418 105
is_linear=0
shrinkage=0.16829


Tree=4187
num_leaves=22
num_cat=0
split_feature=1 11 155 40 2 16 1 1 0 1429 43 0 49 159 0 403 403 159 124 159 16
split_gain=0.851553 0.564771 0.514451 0.58585 0.590575 0.471289 0.79198 0.407141 0.333844 0.278614 0.469781 0.462582 0.603602 0.564108 0.610438 0.24967 0.409848 0.170386 0.13543 0.0555993 0.0368616
threshold=0.10141500000000002 0.080455000000000013 0.10158500000000002 -0.041534999999999996 0.14823500000000003 -0.062394999999999992 0.11282000000000002 0.11230000000000001 -0.057864999999999993 0.084690000000000015 -0.08076499999999999 -0.14216999999999999 -0.008964999999999999 0.0055900000000000004 -0.10417499999999999 -0.54045999999999983 -0.43469499999999994 0.10369500000000002 -0.082135 0.11613000000000001 -0.42004999999999992
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 9 3 8 5 7 -7 -5 18 11 -11 12 -1 14 -13 -16 -17 -15 -2 -19 -9
right_child=2 -3 -4 4 -6 6 -8 20 -10 10 -12 13 -14 17 15 16 -18 19 -20 -21 -22
leaf_value=0.0084508997568519314 -0.00060538583121027688 0.027828036013143594 0.018574495809852657 0.017606287563644445 -0.017349744173141612 -0.020512229968077264 0.005177065529893137 0.0039566316409313561 0.021387058953634918 0.013834758751372651 -0.0079551133375568295 -0.0082096965732708482 0.032496872305540839 0.023824721716996816 0.021330424023066188 -0.0031605151028683371 0.010479460572492156 0.010552843162539299 0.011232678407106008 0.018252978687438477 -0.002075693305572206
leaf_weight=54 53 59 64 68 54 59 80 62 57 56 56 53 66 102 55 66 1081 58 56 52 53
leaf_count=54 53 59 64 68 54 59 80 62 57 56 56 53 66 102 55 66 1081 58 56 52 53
internal_value=0 0.0116214 0.00430059 0.00261179 -0.00106016 0.00166606 -0.0057141 0.00728157 0.0109398 0.0110575 0.00292378 0.0116304 0.0216912 0.0108062 0.00944698 0.010227 0.00969303 0.018844 0.00546007 0.0142092 0.00116089
internal_weight=0 1758 606 542 376 322 139 183 166 1699 112 1587 120 1467 1255 1202 1147 212 109 110 115
internal_count=2364 1758 606 542 376 322 139 183 166 1699 112 1587 120 1467 1255 1202 1147 212 109 110 115
is_linear=0
shrinkage=0.16829


Tree=4188
num_leaves=17
num_cat=0
split_feature=3 15 15 3 15 150 40 403 3 3 403 1210 3 160 15 3
split_gain=0.661276 0.378865 0.460073 0.315693 0.418784 0.326373 0.263313 0.245938 0.331083 0.386788 0.31885 0.508545 0.276555 0.229842 0.15816 0.0975217
threshold=0.11745500000000002 -0.40312499999999996 -0.4680149999999999 -0.14162499999999997 1.0000000180025095e-35 0.10980500000000001 -0.084709999999999994 -0.077859999999999985 -0.082224999999999979 -0.08466499999999999 -0.54045999999999983 -0.077869999999999981 -0.0035149999999999995 -0.057984999999999988 -0.091149999999999995 -0.24154499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 6 -5 10 9 -9 -8 -12 -10 -2 -15 -3
right_child=13 3 -4 5 -6 -7 7 8 12 -11 11 -13 -14 14 -16 -17
leaf_value=0.0092684685761275955 0.0074025376485344187 0.0061959876862777005 -0.011230411548979521 -0.001445357657288259 0.026792749093876675 -0.0023221950337923617 0.017573754346587908 0.011359950610765708 0.0072205901985225229 0.022314728663573938 -0.011346283947000718 0.0067323368934052285 0.01474996856092434 -0.012297409303421374 -0.0002712692222627267 0.015147902528600222
leaf_weight=68 55 73 57 63 66 72 57 337 684 126 52 287 174 56 70 67
leaf_count=68 55 73 57 63 66 72 57 337 684 126 52 287 174 56 70 67
internal_value=0 0.00891691 -6.46482e-05 0.0094633 0.0157239 0.00876596 0.00921548 0.00960769 0.0107121 0.014345 0.00591888 0.00395392 0.00874962 -0.00166024 -0.00563048 0.010493
internal_weight=0 2183 125 2058 206 1852 1780 1717 1321 463 396 339 858 181 126 140
internal_count=2364 2183 125 2058 206 1852 1780 1717 1321 463 396 339 858 181 126 140
is_linear=0
shrinkage=0.16829


Tree=4189
num_leaves=24
num_cat=0
split_feature=15 2 2 376 12 52 14 12 11 2 2 42 2 2 12 2 12 16 52 16 15 12 16
split_gain=25.6158 12.2358 4.10846 3.98446 3.57458 1.80037 1.51009 1.31109 2.18945 1.19089 1.01453 0.817846 0.508631 0.415674 1.67792 0.575881 0.393495 0.390743 0.336433 0.307019 0.306543 0.23931 0.141824
threshold=-0.24269999999999997 0.10836000000000003 0.14870000000000003 0.048375000000000008 0.087495000000000003 0.12066000000000002 -0.41076499999999994 0.092495000000000008 0.075910000000000019 0.12293000000000001 0.10244500000000002 0.086125000000000021 0.11982500000000001 0.074875000000000011 1.0000000180025095e-35 0.083815000000000014 0.099815000000000015 0.055635000000000011 0.0074400000000000013 -0.079074999999999993 -0.013969999999999998 0.096370000000000025 -0.054549999999999994
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 3 4 7 9 6 -1 8 10 -3 13 16 20 14 -2 -15 22 19 -18 -13 -6 -21 -9
right_child=1 2 -4 -5 12 -7 -8 11 -10 -11 -12 17 -14 15 -16 -17 18 -19 -20 21 -22 -23 -24
leaf_value=0.00086544451334878074 0.0014322251964571202 0.00085526025995780815 0.00058343364245726638 0.0012049948944515146 0.0017363620521948151 0.0011446065987629993 0.00016825118911241029 0.0022640414140464513 0.0026681654022640677 0.0014856591738913456 0.0016102749423052708 0.0016095758534378831 0.0015228290318680944 0.0023857878144723471 0.0020791320399989933 0.0020674133292932959 0.0020127037699111524 0.0015157996096978863 0.0016611629780546458 0.0020729289015762381 0.0020619524930680414 0.0017572345342180648 0.0020221357722380066
leaf_weight=54 56 89 66 70 66 52 91 56 63 52 59 56 58 69 205 769 75 71 52 55 65 55 60
leaf_count=54 56 89 66 70 66 52 91 56 63 52 59 56 58 69 205 769 75 71 52 55 65 55 60
internal_value=0 0.00186052 0.00133587 0.00197781 0.00148626 0.000617436 0.000428139 0.00200959 0.00206729 0.001088 0.00203457 0.00186273 0.00178318 0.00205732 0.00194047 0.00209367 0.00199816 0.00172372 0.00186904 0.00181244 0.00189818 0.0019154 0.00213922
internal_weight=0 2167 396 1771 330 197 145 1701 1221 141 1158 480 189 1099 261 838 243 237 127 166 131 110 116
internal_count=2364 2167 396 1771 330 197 145 1701 1221 141 1158 480 189 1099 261 838 243 237 127 166 131 110 116
is_linear=0
shrinkage=0.0032998


Tree=4190
num_leaves=13
num_cat=0
split_feature=4 2 123 14 14 150 3 1210 1185 49 4 123
split_gain=30.5994 8.86459 6.97563 2.13795 2.0524 1.83324 1.25603 1.10806 0.609857 0.548734 0.5478 0.543952
threshold=0.30163500000000004 0.13388500000000003 1.0000000180025095e-35 -0.44847999999999993 0.076175000000000007 0.081245000000000026 0.10323000000000002 -0.08107499999999998 1.0000000180025095e-35 0.11530000000000001 0.50373500000000015 0.086120000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 10 7 -1 9 -9 -5 -4
right_child=3 -3 11 5 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0025238740728773064 0.001472804853046018 0.0011163456168509129 0.0011153850263051013 0.00080476726016406332 0.0027469458676593057 0.0012695847338770269 0.0017324766307390514 0.0021625013787944319 0.0024714314486100194 0.0018677074763413519 0.00039646847780054297 0.0015819594539245863
leaf_weight=99 54 97 59 58 69 52 71 1489 68 74 95 52
leaf_count=99 54 97 59 58 69 52 71 1489 68 74 95 52
internal_value=0 0.00209109 0.0021388 0.000888018 0.00218653 0.000733804 0.00216504 0.00218278 0.00216205 0.00214857 0.000551479 0.00133428
internal_weight=0 2078 1981 259 1870 205 1801 1730 1631 1563 153 111
internal_count=2337 2078 1981 259 1870 205 1801 1730 1631 1563 153 111
is_linear=0
shrinkage=0.0032998


Tree=4191
num_leaves=17
num_cat=0
split_feature=31 160 1455 42 133 16 2 42 157 49 457 133 3 1456 42 2
split_gain=0.873731 0.469762 0.471943 0.397518 0.360932 0.428272 0.426806 0.385669 0.724153 0.714717 0.505327 0.296188 0.236767 0.203761 0.178113 0.115876
threshold=-0.019269999999999999 0.10736500000000002 0.018650000000000003 0.084775000000000003 0.093255000000000018 -0.080509999999999984 0.14870000000000003 0.084835000000000008 -0.06588999999999999 -0.086904999999999996 0.041935000000000007 0.11588000000000002 -0.080669999999999978 -0.079704999999999984 0.091840000000000019 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 6 14 7 9 -9 -2 -11 -7 -10 -4 -6 -13
right_child=1 3 13 -5 5 11 -8 8 12 10 -12 15 -14 -15 -16 -17
leaf_value=-0.011064316586909043 0.027945885965415567 -0.0093819763691668986 0.011097492928777264 0.0094099714535653186 0.015752107133831166 0.018941449495410104 -0.0042388869104259888 -0.010933218854210955 0.0033964038449370141 0.010908287578644675 -0.0016813476997641183 0.0014733325350186237 0.010842689703029453 0.023304419450448862 0.029164780020414626 0.010450155150207053
leaf_weight=61 64 68 64 60 56 73 75 69 222 833 101 81 268 101 58 83
leaf_count=61 64 68 64 60 56 73 75 69 222 833 101 81 268 101 58 83
internal_value=0 0.00933179 0.00992203 -0.000559215 0.00920068 0.0141034 0.00814513 0.00874282 0.00519759 0.0107268 0.00954496 0.0100128 0.00747273 0.0185805 0.0225919 0.00602744
internal_weight=0 2276 2148 128 1983 351 1632 1557 559 998 934 237 490 165 114 164
internal_count=2337 2276 2148 128 1983 351 1632 1557 559 998 934 237 490 165 114 164
is_linear=0
shrinkage=0.16829


Tree=4192
num_leaves=9
num_cat=0
split_feature=1 14 14 15 40 147 151 480
split_gain=0.622286 0.561206 0.576732 0.558237 0.340397 0.271146 0.386662 0.555911
threshold=0.14262000000000002 -0.072219999999999993 0.076175000000000007 -0.41606999999999994 -0.08440499999999998 0.087210000000000024 0.085465000000000013 -0.040684999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.021031290339805473 -0.0069805676220314238 -0.0078768045154610864 0.021528126429848565 -0.0046692281002715906 -0.009453233541197462 -0.0016420662414240129 0.021657045966462091 0.0081871301487313579
leaf_weight=88 83 71 78 65 52 84 58 1758
leaf_count=88 83 71 78 65 52 84 58 1758
internal_value=0 0.00784604 0.00730952 0.00677751 0.00729424 0.00769354 0.0081143 0.00767934
internal_weight=0 2254 2166 2088 2017 1952 1868 1810
internal_count=2337 2254 2166 2088 2017 1952 1868 1810
is_linear=0
shrinkage=0.16829


Tree=4193
num_leaves=30
num_cat=0
split_feature=1 12 1 1 12 158 15 12 13 15 13 15 47 15 1 13 159 1 13 13 13 15 13 42 48 15 1210 13 12
split_gain=31.3246 4.70238 4.70795 2.90182 2.09387 1.63611 1.42495 1.15709 1.16366 0.987119 0.942016 1.26366 0.786669 1.08504 1.06692 0.62506 0.604766 0.402418 0.322138 0.296489 0.28759 0.258897 0.35566 0.242811 0.251092 0.249298 0.192308 0.104401 0.11894
threshold=0.10574000000000001 0.085090000000000013 0.12475000000000001 0.092810000000000017 0.088835000000000011 0.081640000000000018 0.03981500000000001 0.086160000000000014 -0.0082249999999999979 0.11852500000000001 0.034905000000000012 -0.050699999999999995 0.10648500000000001 -0.42759999999999992 0.11684000000000001 -0.0049299999999999995 -0.0118 0.11570500000000002 -0.085104999999999986 -0.085164999999999977 -0.018704999999999996 0.091230000000000019 0.0037100000000000002 0.093655000000000002 0.097690000000000013 -0.026169999999999995 -0.00064999999999999986 -0.08125499999999998 0.09525500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 17 6 15 12 10 8 19 21 16 -12 13 -2 -15 -5 18 -3 -1 -8 -6 22 26 24 25 -18 -9 -23 -29
right_child=1 2 -4 4 20 -7 7 9 -10 -11 11 -13 -14 14 -16 -17 23 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 28 -30
leaf_value=0.0022785946214777973 0.0010794243141637242 0.0019431506023479437 0.0005825630299007103 0.0010002856924370151 0.0019961840598322557 0.00021715035842378083 0.0022256294223654003 0.0022972235391426751 0.0026886835265482203 0.001547347722930458 0.0019142017790411308 0.0012004946311342433 0.0011827036102435861 0.00088994601836426017 0.00030819710423654135 0.001475711277459291 0.0017828349752638517 0.0015522855844403607 0.0019536140665443167 0.001916850876389575 0.0016787941357701546 0.0018031384780014023 0.0018411405848523966 0.0016643318774436917 0.0020838374688942952 0.0019441734393310362 0.0020800975275602099 0.0020819243221032028 0.001876499398687972
leaf_weight=61 69 65 53 56 75 57 103 65 53 54 56 53 56 63 76 67 265 54 80 54 57 60 56 70 59 186 178 67 69
leaf_count=61 69 65 53 56 75 57 103 65 53 54 56 53 56 63 76 67 265 54 80 54 57 60 56 70 59 186 178 67 69
internal_value=0 0.000961115 0.0014016 0.00189767 0.00157019 0.000724984 0.0019502 0.00205397 0.00226343 0.00197378 0.00185526 0.00156749 0.000834496 0.000740578 0.000572121 0.00125954 0.00189872 0.00176608 0.00209446 0.00211965 0.0018594 0.00202023 0.00208278 0.00185107 0.00187664 0.00184945 0.00213832 0.00192462 0.00197796
internal_weight=0 493 172 1844 255 321 1589 759 210 549 830 109 264 208 139 123 721 119 141 157 132 495 299 580 510 451 243 196 136
internal_count=2337 493 172 1844 255 321 1589 759 210 549 830 109 264 208 139 123 721 119 141 157 132 495 299 580 510 451 243 196 136
is_linear=0
shrinkage=0.0032998


Tree=4194
num_leaves=12
num_cat=0
split_feature=10 14 156 10 157 158 155 42 52 15 40
split_gain=0.520539 0.330374 0.29897 0.537097 0.436198 0.361621 0.332103 0.303146 0.425471 0.32111 0.18258
threshold=-1.0000000180025095e-35 0.076175000000000007 0.097880000000000009 0.058500000000000003 -0.096984999999999974 -0.41218499999999997 0.091145000000000018 0.097785000000000025 0.14564000000000002 0.09167500000000002 -0.080314999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 -6 -4 8 -7 -9 -1
right_child=1 -3 6 -5 5 7 -8 9 -10 -11 -12
leaf_value=-0.010218489655210853 -0.0071257572266203387 0.018958421921075979 0.025416303451551055 -0.0095074029554055185 0.020692364926775127 0.0075480141266194151 0.0088411600063176849 0.018008869671766722 -0.0017296437000229009 0.0057583882073387153 0.0029536533025259462
leaf_weight=58 56 75 54 54 61 1417 95 147 155 104 61
leaf_count=58 56 75 54 54 61 1417 95 147 155 104 61
internal_value=0 0.00796351 0.00757788 0.0070328 0.00749413 0.00792964 0.0148603 0.0075016 0.00663209 0.0129401 -0.00345129
internal_weight=0 2218 2143 1994 1940 1884 149 1823 1572 251 119
internal_count=2337 2218 2143 1994 1940 1884 149 1823 1572 251 119
is_linear=0
shrinkage=0.16829


Tree=4195
num_leaves=17
num_cat=0
split_feature=52 2 51 41 11 16 52 0 3 51 42 0 15 475 4 475
split_gain=0.709979 0.485994 0.632007 0.530681 1.07368 0.412755 0.420246 0.383916 0.718979 0.374566 0.335231 0.306944 0.275451 0.254101 0.26497 0.133802
threshold=-0.42890999999999996 0.11366500000000002 0.10055500000000002 0.082095000000000015 0.078730000000000008 0.092980000000000021 0.047850000000000011 -0.13314999999999996 -0.013119999999999998 0.11524000000000002 0.086275000000000004 -0.10417499999999999 -0.094449999999999992 -0.085774999999999976 -0.26545999999999997 -0.078604999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 5 4 7 6 11 8 -2 13 15 -3 -10 -9 -15 -1
right_child=1 2 -4 -5 -6 -7 -8 9 12 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0041081218504564719 -0.01728246791729755 0.0023836161469027971 0.014709459149842171 -0.0094740160379517008 0.031280590698174321 -0.016382384125488158 0.01076804058782866 -0.0024718642279603731 -0.0022669367145513853 -0.0037322382522557594 0.0245994273200182 -0.013138586881086356 0.01291886822174367 0.018955518104774336 0.0081591798996073512 0.015156983817446998
leaf_weight=52 52 72 66 54 52 57 67 60 62 78 81 72 74 68 1312 79
leaf_count=52 52 72 66 54 52 57 67 60 62 78 81 72 74 68 1312 79
internal_value=0 0.0058567 -3.67593e-05 0.00694401 0.00744934 -0.00367499 -0.000233678 0.0067219 -0.000442778 0.00761041 0.0160716 -0.00536501 0.00598272 0.00822605 0.00869248 0.0107849
internal_weight=0 2146 334 1812 1758 268 211 1706 188 1518 212 144 136 1440 1380 131
internal_count=2358 2146 334 1812 1758 268 211 1706 188 1518 212 144 136 1440 1380 131
is_linear=0
shrinkage=0.16829


Tree=4196
num_leaves=28
num_cat=0
split_feature=52 1 2 51 0 13 159 16 49 13 1 131 2 157 2 484 16 51 1209 1203 47 13 475 50 13 16 51
split_gain=0.491349 0.41961 0.597238 0.915452 0.626737 0.631703 0.49775 0.972419 0.618373 0.447742 0.406959 0.389671 0.298265 0.299119 0.261992 0.237186 0.219864 0.216802 0.221885 0.253187 0.209961 0.151097 0.133728 0.126807 0.113821 0.0589298 0.0284491
threshold=-0.42890999999999996 0.080270000000000022 0.086165000000000005 0.11728000000000001 -0.07304999999999999 -0.011834999999999998 0.082585000000000006 -0.23071499999999998 -0.052259999999999994 -0.036584999999999993 0.09166500000000001 0.088910000000000017 0.083935000000000023 -0.087424999999999989 0.088850000000000012 0.079595000000000013 -0.075434999999999988 0.092950000000000019 0.083050000000000013 1.0000000180025095e-35 0.080455000000000013 -0.017484999999999997 -0.078604999999999994 0.086580000000000004 -0.012149999999999999 0.50597000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 12 4 6 10 -6 7 24 -9 -8 21 20 16 -14 -1 17 -2 18 19 -15 -12 23 -16 -3 -4 -24 -17
right_child=1 2 3 -5 5 -7 9 8 -10 -11 11 -13 13 15 22 26 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28
leaf_value=0.023513602517645015 0.0061953172167396094 -0.0053790669541619578 0.0064972082491615672 0.018079215962826221 0.0070043726730330052 -0.013152850303901491 -0.0060838051067533538 -0.0047062249419412665 -0.028050784814774934 0.014586985984619388 0.026366142628349378 0.0040426712412168784 -0.0045187591879780088 0.0049928095501895996 0.0030537795005323005 0.013222521985948974 -0.0091271543330726755 0.017101015673038074 0.014400205902355937 0.016885247955115642 0.012442564286391252 0.010254352731812093 0.017470680467135697 0.0056518244086302726 -0.0039209968118232791 0.0093438389909922277 0.018877841291434355
leaf_weight=54 53 54 63 54 95 82 63 52 85 56 75 59 52 674 54 55 53 64 99 55 53 76 52 65 56 52 53
leaf_count=54 53 54 63 54 95 82 63 52 85 56 75 59 52 674 54 55 53 64 99 55 53 76 52 65 56 52 53
internal_value=0 0.00487094 0.00232056 -0.00239959 0.00594622 -0.00232385 -0.00535333 -0.0095355 -0.0192032 0.00362853 0.00978286 0.0153959 0.00704535 0.00790295 0.0133697 0.00855068 -0.00144897 0.00764497 0.0069119 0.00589251 0.0206149 0.00439092 0.00989147 0.000631112 0.00157943 0.0134245 0.0160145
internal_weight=0 2146 988 429 559 177 375 256 137 119 382 187 1158 1052 212 1000 106 892 828 729 128 195 158 119 119 104 108
internal_count=2358 2146 988 429 559 177 375 256 137 119 382 187 1158 1052 212 1000 106 892 828 729 128 195 158 119 119 104 108
is_linear=0
shrinkage=0.16829


Tree=4197
num_leaves=14
num_cat=0
split_feature=3 3 52 2 3 16 16 3 3 13 1 43 13
split_gain=0.399621 0.547539 0.313776 0.333282 0.413618 0.396382 0.72846 0.39504 0.371863 0.220537 0.194093 0.237395 0.077326
threshold=0.30112000000000005 0.12991000000000003 -0.42890999999999996 0.11366500000000002 0.091170000000000015 -0.0073349999999999986 -0.34140499999999996 -1.0000000180025095e-35 -0.010599999999999998 0.046185000000000004 0.10389500000000002 -0.012014999999999998 -0.078624999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 7 6 -5 8 9 -4 11 12 -1
right_child=-2 -3 3 5 -6 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0079635316039069828 -0.0058235016144162566 0.022223804274997858 0.0060794355722441828 -0.0064760819203285146 -0.0069475418566185103 -0.011072410896594021 0.018165091932069527 0.015805431759087881 -0.0087972538656143177 0.00022517403072985307 0.019764141557795194 -0.0011921805891768654 0.01723567686297266
leaf_weight=52 98 52 1327 84 80 85 57 98 55 212 53 53 52
leaf_count=52 98 52 1327 84 80 85 57 98 55 212 53 53 52
internal_value=0 0.0051454 0.00474237 0.00409054 0.00486706 -0.00198998 0.0034725 0.00542673 0.00478751 0.00527417 0.0109356 0.00794378 0.0126169
internal_weight=0 2260 2208 1998 1772 226 141 1692 1594 1539 210 157 104
internal_count=2358 2260 2208 1998 1772 226 141 1692 1594 1539 210 157 104
is_linear=0
shrinkage=0.16829


Tree=4198
num_leaves=20
num_cat=0
split_feature=1 52 3 123 3 13 3 11 3 3 13 42 52 3 1 15 15 50 3
split_gain=53.0554 12.7305 4.47986 3.02048 2.91771 2.44994 2.25016 1.9402 1.69098 3.47608 1.61142 1.16238 0.976264 0.887273 0.716227 0.681353 0.615325 0.328897 0.334904
threshold=0.104035 -0.41304999999999997 -0.055839999999999994 1.0000000180025095e-35 -0.10919499999999999 0.055020000000000006 0.091170000000000015 0.075910000000000019 0.30112000000000005 0.077930000000000013 -0.0072499999999999995 0.09832500000000001 -0.08743999999999999 -0.096749999999999989 0.11990500000000003 0.035560000000000008 -0.048699999999999993 0.089030000000000012 -0.072739999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 7 11 9 10 14 13 -7 -1 -4 -14 -15 18 -13
right_child=1 2 8 -5 -6 12 -8 -9 -10 -11 -12 17 15 16 -16 -17 -18 -19 -20
leaf_value=0.0026108543611122153 0.0032521567061120824 0.0015863074532031121 0.0017208872865113788 0.0022375115995702096 0.0025633388359258989 0.0029475897805952326 0.0024844919569824995 0.0036213760188208745 0.0009643290162424915 0.0020739279990266849 0.00074635556999809872 0.0030085260164737699 0.0022308736173714794 0.0029442662344229308 0.0011722401491478054 0.0026763283140439054 0.0031066268886081839 0.0025281215937514381 0.0026442511560249614
leaf_weight=53 53 70 53 69 64 69 91 57 95 75 54 64 71 395 52 83 781 56 53
leaf_count=53 53 70 53 69 64 69 91 57 95 75 54 64 71 395 52 83 781 56 53
internal_value=0 0.00171963 0.00154412 0.00291699 0.00205321 0.00294341 0.0029901 0.00302161 0.00133667 0.00148768 0.00121093 0.0029972 0.00261875 0.00303312 0.00144951 0.00247119 0.00305212 0.00274183 0.00284381
internal_weight=0 516 463 1842 134 1773 1550 1459 329 234 159 1402 223 1229 105 154 1176 173 117
internal_count=2358 516 463 1842 134 1773 1550 1459 329 234 159 1402 223 1229 105 154 1176 173 117
is_linear=0
shrinkage=0.0032998


Tree=4199
num_leaves=17
num_cat=0
split_feature=49 13 13 0 123 13 4 4 0 13 3 133 484 42 159 0
split_gain=0.420204 0.44957 0.650991 0.613013 0.370186 0.376884 0.533251 0.518389 0.372898 0.352408 0.35133 0.27959 0.281939 0.261155 0.206838 0.180654
threshold=-0.22109499999999996 -0.10899499999999999 -0.19676999999999997 -0.11169999999999998 0.09338500000000001 0.055020000000000006 0.42953500000000006 0.055260000000000011 -0.087404999999999997 0.15578000000000003 0.092330000000000009 0.087005000000000013 -0.081554999999999989 0.091255000000000017 0.092630000000000018 -0.071844999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 9 10 15 13 14 -13 -3 -10 -7
right_child=1 4 -4 -5 -6 7 -8 -9 11 -11 -12 12 -14 -15 -16 -17
leaf_value=0.021004853885907421 0.016886089170439406 0.0065982110915270269 -0.01343692783980803 -0.0064181956394175387 -0.007300037468182646 -0.006974158413293326 0.022494992826398216 -0.012525014020284393 0.010018469225714761 0.012762141552138942 -0.0075795415972790521 -0.005959468757186592 0.0070994789455459586 -0.0059241109663999538 0.020291128352271898 0.004840785271571591
leaf_weight=52 67 419 82 61 54 65 67 61 666 96 70 54 346 53 61 84
leaf_count=52 67 419 82 61 54 65 67 61 666 96 70 54 346 53 61 84
internal_value=0 0.00569315 -0.00172367 0.00576611 0.00643711 0.00680126 0.00776137 0.00134853 0.00716883 0.00481009 0.003536 0.00891434 0.00533203 0.0051883 0.0108829 -0.000301327
internal_weight=0 2306 210 128 2096 2042 1736 306 1669 245 542 1127 400 472 727 149
internal_count=2358 2306 210 128 2096 2042 1736 306 1669 245 542 1127 400 472 727 149
is_linear=0
shrinkage=0.16829


Tree=4200
num_leaves=16
num_cat=0
split_feature=1 4 4 123 1 14 1 1 12 12 1447 16 151 12 52
split_gain=26.745 4.23188 3.26241 1.93071 1.55611 1.47875 1.3626 1.17249 1.51864 1.18332 0.759171 0.671895 0.664998 0.569973 0.543308
threshold=0.109225 0.50373500000000015 0.30163500000000004 0.083795000000000022 0.12541500000000003 0.062655000000000016 0.13301500000000002 0.10080500000000002 0.087545000000000026 0.11769500000000001 -0.086254999999999984 0.21684500000000004 1.0000000180025095e-35 0.092395000000000019 -0.53937999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 13 7 -3 9 -9 10 -1 12 -12 -2 -13
right_child=1 6 -4 -5 -6 -7 -8 8 -10 -11 11 14 -14 -15 -16
leaf_value=0.0020637846438505106 0.00116520926218123 0.00063843906019860758 0.0008994653136722839 0.00047032735875160653 0.000800415686803401 0.0022179907480301274 -7.4027254495369387e-05 0.0010617948353222812 0.0017564937460328588 0.0012799746485254748 0.001778432117065788 0.0018325918470234101 0.0014015489555201282 0.0016074646697453925 0.0014407599838663365
leaf_weight=83 71 53 53 61 90 66 65 67 71 60 1304 55 54 59 137
leaf_count=83 71 53 53 61 90 66 65 67 71 60 1304 55 54 59 137
internal_value=0 0.000770498 0.00170834 0.000990759 0.0011349 0.00173092 0.00024568 0.00171334 0.00141947 0.00173727 0.00175405 0.00173745 0.00176347 0.0013662 0.00155319
internal_weight=0 399 1950 281 220 1897 118 1831 138 1693 1633 1550 1358 130 192
internal_count=2349 399 1950 281 220 1897 118 1831 138 1693 1633 1550 1358 130 192
is_linear=0
shrinkage=0.0032998


Tree=4201
num_leaves=14
num_cat=0
split_feature=4 0 1 1447 51 14 4 376 1447 0 51 0 12
split_gain=1.22422 0.494366 0.554903 0.373951 0.329042 0.572999 0.565272 0.381773 0.316523 0.277811 0.245773 0.282434 0.171111
threshold=0.59999500000000017 0.040035000000000008 0.081755000000000008 -0.085709999999999995 -0.095144999999999993 -0.23083499999999998 -0.10429499999999998 0.084025000000000016 -0.080289999999999986 -0.087144999999999986 -0.24028999999999998 -0.064539999999999986 0.023990000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 9 -6 -7 8 -8 -5 11 -11 -4
right_child=-2 2 12 4 5 6 7 -9 -10 10 -12 -13 -14
leaf_value=0.017382924192271047 -0.019179584023577226 -0.014020283677841366 -0.001539653074035573 0.011276386544080039 0.022706151630225574 0.019751643271796866 -0.0061844646303638633 -0.0079204403311388585 0.0070259029728050515 -0.0064426328510027589 -0.011784819901535255 0.010534587477690932 0.011717773583797017
leaf_weight=97 54 68 53 52 67 91 53 53 1536 57 57 54 57
leaf_count=97 54 68 53 52 67 91 53 53 1536 57 57 54 57
internal_value=0 0.00644806 -0.00206218 0.00716446 0.00667288 0.00742385 0.00683198 0.00611488 0.00658415 0.000520357 -0.0027982 0.00180037 0.00531377
internal_weight=0 2295 178 2117 2020 1800 1733 1642 1589 220 168 111 110
internal_count=2349 2295 178 2117 2020 1800 1733 1642 1589 220 168 111 110
is_linear=0
shrinkage=0.16829


Tree=4202
num_leaves=15
num_cat=0
split_feature=4 0 12 16 133 133 160 124 51 0 42 12 52 15
split_gain=0.846947 0.342101 0.406611 0.341712 0.266246 0.289755 0.267139 0.27119 0.26192 0.312991 0.252885 0.260804 0.246036 0.122486
threshold=0.59999500000000017 0.040035000000000008 0.091680000000000011 0.15454000000000004 -0.14755499999999996 -0.114575 -0.54119499999999987 -0.086844999999999992 -0.095144999999999993 -0.014954999999999998 -0.026469999999999997 0.093595000000000025 -0.091234999999999983 0.083885000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 10 -6 -7 -8 12 -10 11 -1 -9 -12
right_child=-2 2 -4 -5 5 6 7 8 9 -11 13 -13 -14 -15
leaf_value=-0.002658453284539355 -0.01595185610217819 -0.0045894058904905437 -0.011952563165008829 0.014157166173433371 -0.0069261606399634813 0.017356772107047072 0.01618624020141254 -0.0052297509692031761 0.00517844495527981 0.017691115199969375 0.023365716365780959 0.013869036787111641 0.0076306369878786154 0.011710379652696876
leaf_weight=52 54 56 68 54 53 54 63 127 1486 59 52 56 63 52
leaf_count=52 54 56 68 54 53 54 63 127 1486 59 52 56 63 52
internal_value=0 0.00536291 -0.00171514 0.00459712 0.00595889 0.00532756 0.0056792 0.00532749 0.00493216 0.00565744 0.0116235 0.00589472 -0.000956061 0.0175553
internal_weight=0 2295 178 110 2117 1905 1852 1798 1735 1545 212 108 190 104
internal_count=2349 2295 178 110 2117 1905 1852 1798 1735 1545 212 108 190 104
is_linear=0
shrinkage=0.16829


Tree=4203
num_leaves=24
num_cat=0
split_feature=4 12 150 2 2 2 3 2 2 39 12 13 15 4 0 12 12 151 42 42 402 42 12
split_gain=29.416 10.0877 5.1285 3.51277 4.21229 2.99602 2.05897 1.43811 1.12796 1.11058 1.07993 0.948512 0.892511 0.657622 0.79028 0.470071 0.422056 0.368183 0.354481 0.327671 0.296056 0.272093 0.196536
threshold=0.30163500000000004 0.077755000000000005 0.083680000000000018 0.10803500000000001 0.074875000000000011 0.12162000000000002 0.13772500000000001 0.092235000000000025 0.096120000000000025 0.088025000000000006 0.090465000000000004 -0.10278499999999999 -0.42759999999999992 0.053255000000000004 -0.086224999999999982 0.084055000000000005 0.096535000000000024 -0.076249999999999984 -1.0000000180025095e-35 0.087005000000000013 -0.024724999999999997 -0.065449999999999994 0.083725000000000008
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=1 2 3 4 -1 10 9 -6 -4 12 11 -3 -2 14 -12 22 -15 -17 21 -20 -19 -16 -13
right_child=6 5 8 -5 7 -7 -8 -9 -10 -11 13 15 -14 16 18 17 -18 20 19 -21 -22 -23 -24
leaf_value=0.00099793001681277834 0.0012403340657982942 0.0024082711919941923 0.0010475546573269895 0.0010294189569457937 0.0024581294848342581 0.0012084150294364954 -1.6154076115454463e-05 0.001811042285519416 0.00039452141949933745 0.00039862865225948524 0.0021848118914525702 0.002049214078227449 0.00065942613449196353 0.0018011488508843207 0.0018428634770830557 0.0017378387590974002 0.0013835787528706524 0.00216646149186083 0.0015539482483631086 0.0018145616446972176 0.0019430604922970212 0.0020975211313710384 0.002325584468280122
leaf_weight=55 53 60 61 97 61 66 52 99 55 71 79 71 64 54 126 87 54 77 68 271 539 77 52
leaf_count=55 53 60 61 97 61 66 52 99 55 71 79 71 64 54 126 87 54 77 68 271 539 77 52
internal_value=0 0.00178376 0.0013312 0.00155155 0.00178696 0.00189896 0.000564328 0.00205796 0.000738231 0.000725075 0.00192716 0.00200498 0.000922874 0.00183253 0.00187418 0.00197565 0.00159269 0.00194223 0.00182884 0.00176239 0.00197104 0.00193963 0.00216634
internal_weight=0 2109 428 312 215 1681 240 160 116 188 1615 886 117 729 621 826 108 703 542 339 616 203 123
internal_count=2349 2109 428 312 215 1681 240 160 116 188 1615 886 117 729 621 826 108 703 542 339 616 203 123
is_linear=0
shrinkage=0.0032998


Tree=4204
num_leaves=18
num_cat=0
split_feature=12 1419 474 4 51 48 159 43 12 51 51 150 4 43 4 42 12
split_gain=0.652389 0.248135 0.338525 0.342444 0.28565 0.624841 0.380418 0.300565 0.753467 0.385275 0.25953 0.276274 0.239545 0.235552 0.168997 0.20631 0.161444
threshold=-0.095574999999999979 0.089400000000000021 0.089190000000000005 -0.014854999999999998 0.07955000000000001 0.093265000000000015 -1.0000000180025095e-35 -0.13868499999999997 0.086160000000000014 -0.095144999999999993 -0.085574999999999984 0.089155000000000012 -0.049744999999999991 -0.069824999999999984 -0.080659999999999996 0.079170000000000004 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 -6 8 -2 13 -11 -12 -10 -9 -8 -16 -15
right_child=1 -3 3 -5 5 -7 14 9 12 10 11 -13 -14 16 15 -17 -18
leaf_value=-0.007735907815081584 0.030678037187727963 0.017031873699496627 0.0069555972204019944 -0.010411606521891948 0.015646082774173356 -0.01057018860445341 -0.0055798156866197204 -0.0067835929205757334 0.00027304421231410755 0.018288898104560532 0.0076542581169729892 -0.00078532510915425315 0.014857513257047894 0.011468801523057284 -0.0021598887017837869 0.012473971300822688 -0.0010668579203980738
leaf_weight=103 52 56 58 72 79 87 61 92 73 59 1153 121 57 53 52 57 64
leaf_count=103 52 56 58 72 79 87 61 92 73 59 1153 121 57 53 52 57 64
internal_value=0 0.00595408 0.00566999 -0.00264934 0.00619587 0.00169992 0.00599429 0.00707107 0.0135476 0.00630549 0.00735887 0.00685129 0.00668159 -0.000404416 0.00149847 0.0054762 0.00459633
internal_weight=0 2246 2190 130 2060 336 249 1724 182 1542 1333 1274 130 209 170 109 117
internal_count=2349 2246 2190 130 2060 336 249 1724 182 1542 1333 1274 130 209 170 109 117
is_linear=0
shrinkage=0.16829


Tree=4205
num_leaves=19
num_cat=0
split_feature=10 4 12 40 1 52 12 475 49 12 150 43 3 3 12 4 43 4
split_gain=1.07786 0.835935 0.804561 0.322398 0.372105 0.404049 0.695427 0.512577 0.354074 0.338165 0.337177 0.403572 0.291323 0.681716 0.459569 0.324854 0.148539 0.109325
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.11875499999999999 -0.082294999999999993 0.089275000000000007 -0.048309999999999992 0.083570000000000019 -0.081219999999999987 0.088930000000000009 0.084845000000000018 0.083205000000000015 -0.15924499999999997 0.13772500000000001 0.10812000000000001 0.088395000000000015 -1.0000000180025095e-35 -0.079504999999999978 0.016695000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 7 17 -5 9 -9 11 -8 13 14 15 -6 -16 -7
right_child=2 -3 3 4 12 6 10 8 -10 -11 -12 -13 -14 -15 16 -17 -18 -19
leaf_value=0.0034708145148964987 0.025459622092153245 -0.024956688153531928 0.016533555977025136 -0.010877883928192441 -0.013450808919923436 0.023768335771700476 -0.0080251355180715588 0.00046414327948282298 -0.0032722856538361035 0.015199149015954325 0.01744510692811382 0.0064887661467713407 -0.0086329200752624964 0.020534515531219356 -0.0015416184491128849 -1.1880125021624944e-05 0.0066278677627077407 0.013640576047021567
leaf_weight=58 57 59 69 75 81 76 58 75 100 108 73 819 70 56 81 138 279 52
leaf_count=58 57 59 69 75 81 76 58 75 100 108 73 819 70 56 81 138 279 52
internal_value=0 -0.0108491 0.00571049 0.00520031 0.00483422 0.00638919 0.00801636 0.0014845 0.0047671 0.00917003 0.00644456 0.00552685 0.00166438 0.00280234 0.00108421 -0.00499065 0.00478474 0.019668
internal_weight=0 117 2267 2210 2141 1436 1078 358 283 183 950 877 705 635 579 219 360 128
internal_count=2384 117 2267 2210 2141 1436 1078 358 283 183 950 877 705 635 579 219 360 128
is_linear=0
shrinkage=0.16829


Tree=4206
num_leaves=25
num_cat=0
split_feature=1 3 4 1 9 39 47 15 1 0 16 4 15 1 43 4 4 159 3 0 15 394 43 0
split_gain=19.0008 3.53018 1.73457 1.67206 1.65094 1.51431 1.06856 1.04081 1.71443 0.862832 0.918473 1.22252 1.07864 0.562169 0.478642 0.311567 0.336846 0.277335 0.264959 0.31384 0.511735 0.242188 0.290091 0.169661
threshold=0.10574000000000001 -0.055839999999999994 0.30163500000000004 0.091275000000000009 -1.0000000180025095e-35 0.081875000000000017 0.10019500000000002 -0.42075999999999997 0.11684000000000001 -0.14454499999999995 0.0060650000000000009 -0.42305999999999994 -0.045404999999999994 0.081925000000000012 -0.082739999999999994 0.024315000000000003 0.15891500000000003 0.042925000000000005 -0.08095999999999999 -0.090889999999999985 0.096385000000000012 -0.0063999999999999986 0.061400000000000003 -0.062694999999999987
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 23 9 -3 18 7 -6 -9 13 15 -12 14 -1 -13 17 -17 21 -5 -20 -21 -11 -23 -2
right_child=1 4 -4 5 6 -7 -8 8 -10 10 11 12 -14 -15 -16 16 -18 -19 19 20 -22 22 -24 -25
leaf_value=0.0017774626187129908 0.0012656123065422238 -0.00023618521527532006 0.00042898110117136197 0.00094812114966683059 0.00061040722746704226 0.00047870704187693566 0.00076365589905008939 0.000498350321023972 -0.0002107017679350959 0.0014259235003290652 0.0014767992648088459 0.0013563253676792985 0.00069043859565432136 0.0012902901195999826 0.00098950605752094875 0.00098732236594899431 0.0013296558447750764 0.0014597248045887827 0.00096032169435998225 0.0014888739115175628 0.00103914058157347 0.0012781302822865669 0.0010943955563464185 0.00099591110790670412
leaf_weight=53 52 55 61 98 70 54 64 70 79 102 65 64 96 52 102 83 52 98 55 57 55 681 112 54
leaf_count=53 52 55 61 98 70 54 64 70 79 102 65 64 96 52 102 83 52 98 55 57 55 681 112 54
internal_value=0 0.000480626 0.00087323 0.00120172 0.000286543 0.000983521 0.000388257 0.000278391 0.000122174 0.00124632 0.00122536 0.00107069 0.000969798 0.00153653 0.00113114 0.00127016 0.00111945 0.00129062 0.00108626 0.00116711 0.00126834 0.00127206 0.00125222 0.00112855
internal_weight=0 505 167 1879 338 319 283 219 149 1560 1455 327 262 105 166 1128 135 993 265 167 112 895 793 106
internal_count=2384 505 167 1879 338 319 283 219 149 1560 1455 327 262 105 166 1128 135 993 265 167 112 895 793 106
is_linear=0
shrinkage=0.0032998


Tree=4207
num_leaves=12
num_cat=0
split_feature=9 12 4 4 483 15 1447 1447 51 48 4
split_gain=0.465198 0.752839 0.678791 0.668368 0.297406 0.330843 0.250082 0.264199 0.191312 0.0863076 0.0532408
threshold=-1.0000000180025095e-35 -0.11875499999999999 0.27161500000000005 0.50609000000000004 0.10263000000000001 -0.14068999999999995 -0.085024999999999989 -0.081469999999999987 -0.40771999999999992 0.091220000000000009 0.41345000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 10 5 9 -7 -8 -9 -3 -4
right_child=1 2 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.0083516867219124193 0.024222830286380961 0.008566322455658984 -0.0088937788951408189 0.0066591270905544909 0.015366541208804848 -0.0038094433248305397 0.017011440339305357 0.013444245291152243 0.0044440319707880153 0.017659017702248724 -0.016121507077830572
leaf_weight=73 58 53 58 89 87 92 52 70 1621 70 61
leaf_count=73 58 53 58 89 87 92 52 70 1621 70 61
internal_value=0 0.0052841 0.00479575 -0.0043586 0.00572774 0.00529854 0.00473068 0.00518248 0.00481766 0.0137556 -0.0126138
internal_weight=0 2311 2253 208 2045 1958 1835 1743 1691 123 119
internal_count=2384 2311 2253 208 2045 1958 1835 1743 1691 123 119
is_linear=0
shrinkage=0.16829


Tree=4208
num_leaves=26
num_cat=0
split_feature=12 13 12 16 156 0 16 0 16 123 43 0 132 51 13 0 16 0 51 52 403 16 0 12 0
split_gain=9.666 4.23894 2.58343 2.59577 2.05089 1.74855 1.28497 0.925065 1.03399 0.564317 0.547906 0.524566 0.624249 0.685001 0.498298 0.457577 0.93505 0.451655 0.531135 0.363797 0.322154 0.316124 0.257091 0.162527 0.14879
threshold=0.077755000000000005 -0.0044799999999999987 0.09697500000000002 -0.25959999999999994 0.091335000000000013 -0.019414999999999998 -0.25959999999999994 -0.097414999999999988 0.0031900000000000006 0.085215000000000013 -0.15786499999999998 -0.042364999999999993 1.0000000180025095e-35 -0.069704999999999989 -0.33260499999999998 -0.019414999999999998 0.0055300000000000011 -0.11796999999999999 -0.085434999999999983 -0.046924999999999988 -0.53082999999999991 0.081265000000000018 -0.085834999999999981 0.10862500000000001 -0.078454999999999983
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=1 7 10 -4 5 6 -3 14 9 -9 -2 12 13 -5 -1 16 17 -12 -19 -8 -20 -18 -15 -24 -23
right_child=2 4 3 11 -6 -7 19 8 -10 -11 15 -13 -14 22 -16 -17 21 18 20 -21 -22 24 23 -25 -26
leaf_value=0.00047256858309541769 0.00098226180548534282 0.00062823716367743838 0.00034266417929591873 0.00076805767857090741 0.0016388676162145362 0.00045459019324805238 0.001077082031882655 -4.4284552846193153e-05 0.0007255007684705318 0.00040054137421870304 0.0010763358196604284 0.00083579524088978237 0.0015067131730016124 0.0010019077527268633 0.00087742439946201037 0.0016364666415513373 0.00093446471717034544 0.0016578803012846882 0.0011068928957478101 0.0014096005951771155 0.0013711168966588745 0.0013401361396992667 0.0011713506630894059 0.0014031306781465457 0.0011187763618812914
leaf_weight=59 52 52 54 52 52 66 78 63 53 61 59 60 52 55 77 52 70 69 55 69 838 58 80 61 87
leaf_count=59 52 52 54 52 52 66 78 63 53 61 59 60 52 55 77 52 70 69 55 69 838 58 80 61 87
internal_value=0 0.000769765 0.00124646 0.00101825 0.00103883 0.00092095 0.00107545 0.000497151 0.000339518 0.000174257 0.00131694 0.00111949 0.00117611 0.00110665 0.000702047 0.00133043 0.00131752 0.00135933 0.00137665 0.0012334 0.00135488 0.00111881 0.0011963 0.00127187 0.00120756
internal_weight=0 630 1754 414 317 265 199 313 177 124 1340 360 300 248 136 1288 1236 1021 962 147 893 215 196 141 145
internal_count=2384 630 1754 414 317 265 199 313 177 124 1340 360 300 248 136 1288 1236 1021 962 147 893 215 196 141 145
is_linear=0
shrinkage=0.0032998


Tree=4209
num_leaves=18
num_cat=0
split_feature=4 123 13 15 13 4 49 13 16 4 160 16 15 39 158 13 13
split_gain=38.3946 14.0075 5.01999 2.75192 2.021 1.67216 1.40385 1.95648 1.02794 0.894607 0.760842 0.742157 0.994753 0.737795 0.57043 0.293596 0.108841
threshold=0.30163500000000004 0.081180000000000016 -0.16392499999999996 -0.42443999999999993 -0.11122999999999998 0.024315000000000003 -0.020999999999999994 -0.066659999999999983 -0.0011349999999999999 0.42098500000000005 -0.080669999999999978 -0.061784999999999993 -0.065599999999999978 0.084155000000000021 0.080150000000000013 -0.011494999999999998 -0.068189999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 -4 6 7 -6 14 -5 -10 16 -13 -2 -8 -3 -7
right_child=3 15 4 9 5 11 8 -9 10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0073030856410087322 0.0072466023843736366 0.0071474563557394162 0.0088043211774991685 0.0066227879904197408 0.008315866365319332 0.0081931842569189488 0.0082588315809024229 0.0075360485735395952 0.0077516430430426327 0.0060324272653549966 0.0081466431093695016 0.0079615634962116582 0.0073712217174562696 0.0067451049913639614 0.0085715983410389364 0.0068019623961546498 0.007983443652175853
leaf_weight=77 78 69 54 60 64 71 941 82 68 57 343 85 53 60 75 56 91
leaf_count=77 78 69 54 60 64 71 941 82 68 57 343 85 53 60 75 56 91
internal_value=0 0.00806667 0.00813363 0.00671083 0.0081668 0.0081484 0.00819211 0.00787813 0.00822421 0.00633548 0.00808138 0.00791908 0.00773509 0.00702882 0.00828195 0.00699296 0.00807558
internal_weight=0 2129 2004 255 1927 1873 1573 146 1427 117 411 300 138 138 1016 125 162
internal_count=2384 2129 2004 255 1927 1873 1573 146 1427 117 411 300 138 138 1016 125 162
is_linear=0
shrinkage=0.0032998


Tree=4210
num_leaves=18
num_cat=0
split_feature=1 1 1 0 0 14 2 0 1446 2 1447 16 133 133 12 12 2
split_gain=34.5359 5.18565 3.94749 2.52324 2.25235 1.83317 1.5232 1.4859 1.25072 1.04808 0.511649 0.501555 0.414973 0.651047 0.394898 0.321275 0.237554
threshold=0.10892500000000001 0.13630500000000004 0.096300000000000011 -0.082654999999999992 -0.14454499999999995 0.062655000000000016 0.12358500000000001 -0.016419999999999997 0.088500000000000009 0.13880500000000004 -0.086059999999999984 0.081265000000000018 0.10864000000000001 0.26391000000000003 -0.029844999999999997 0.090465000000000004 0.12131500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 -4 6 8 -5 10 -3 -1 15 14 -14 -12 -6 -2
right_child=1 9 4 7 11 -7 -8 -9 -10 -11 12 -13 13 -15 -16 -17 -18
leaf_value=0.0024229508445918757 0.0010859557635754433 0.0008377537360349049 0.0012022497000066109 0.0018540245925968727 0.0015638879773080137 0.0027014119069855226 0.0015737250357073878 0.0011620754823189025 0.0025338016839526818 0.00025342709488005468 0.0018570554748849957 0.0021201349299839671 0.0016689786978669261 0.0020778081256946665 0.002143254340339676 0.0019156380147572645 0.00080173038324046514
leaf_weight=59 84 60 71 92 52 62 54 54 84 76 57 69 58 170 1159 67 54
leaf_count=59 84 60 71 92 52 62 54 54 84 76 57 69 58 170 1159 67 54
internal_value=0 0.00104176 0.00208455 0.00129557 0.00170434 0.00214235 0.00212121 0.00159834 0.00213981 0.000511477 0.00211777 0.00189378 0.00210528 0.00197396 0.00212987 0.00176223 0.000974992
internal_weight=0 420 1962 284 259 1703 1641 146 1587 136 1503 188 1444 228 1216 119 138
internal_count=2382 420 1962 284 259 1703 1641 146 1587 136 1503 188 1444 228 1216 119 138
is_linear=0
shrinkage=0.0032998


Tree=4211
num_leaves=16
num_cat=0
split_feature=2 15 13 0 15 150 11 2 2 52 2 0 13 1446 15
split_gain=11.7397 4.898 2.77765 1.41936 1.29371 1.2666 1.12824 1.19328 1.15105 0.694564 0.66857 0.642461 0.517618 0.608197 0.292724
threshold=0.11517500000000001 -0.25061999999999995 -0.10899499999999999 -0.084114999999999981 -0.11251499999999999 0.11156000000000001 1.0000000180025095e-35 -0.0091949999999999983 0.10613000000000002 -0.0092149999999999992 0.097220000000000015 -0.052239999999999988 -0.016469999999999995 0.088500000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 -3 12 -10 -8 -6 13 -9 -14
right_child=2 5 3 4 11 -7 10 8 9 -11 -12 -13 14 -15 -16
leaf_value=0.00060727989454199079 0.00023665693424834857 0.00093475974308364319 0.00050958089033114587 0.0006376466977732867 0.0015031358785350657 0.00099684156115609863 0.0019459981570681703 0.0013819838937161764 0.00085755816160088265 0.0013587164394195568 0.0014971470289748018 0.0010341227494125853 0.0014367060246618338 0.00171071565704295 0.0015872743668206039
leaf_weight=84 91 55 71 56 57 74 72 868 58 64 75 74 235 67 381
leaf_count=84 91 55 71 56 57 74 72 868 58 64 75 74 235 67 381
internal_value=0 0.00138819 0.000732862 0.000907744 0.00105873 0.00142183 0.00143858 0.00141486 0.00143062 0.00112075 0.00171723 0.00123847 0.00145497 0.00140558 0.00152989
internal_weight=0 2033 349 258 187 1949 1875 1728 1673 122 147 131 1551 935 616
internal_count=2382 2033 349 258 187 1949 1875 1728 1673 122 147 131 1551 935 616
is_linear=0
shrinkage=0.0032998


Tree=4212
num_leaves=18
num_cat=0
split_feature=3 0 0 1446 2 0 150 4 12 2 49 12 403 3 4 4 158
split_gain=0.916812 0.392318 0.516485 0.345903 0.368094 0.323462 0.300907 0.304167 0.431009 0.938235 0.443959 0.421796 0.423059 0.35184 0.305483 0.223675 0.176126
threshold=0.11745500000000002 -0.11242999999999999 -0.14857499999999998 0.088500000000000009 -0.00097499999999999985 -0.067094999999999988 -0.088794999999999985 0.27161500000000005 0.081420000000000006 0.092925000000000021 -0.0019649999999999997 0.085515000000000022 -0.085254999999999984 0.081640000000000004 0.50373500000000015 -0.014854999999999998 0.082560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 -6 8 9 13 -11 12 -10 -8 -9 -5 -13
right_child=1 -3 -4 15 6 -7 7 14 11 10 -12 16 -14 -15 -16 -17 -18
leaf_value=0.032696370961712469 -0.0030141743531755987 -0.0070750460478346605 0.019718130168351639 0.030975007411873343 0.025300606680918363 0.015022923514595445 0.037562069949919903 -0.0029028055402857511 -0.0071993773331306089 0.022749038869295544 0.0036358064447305051 0.012979912267922484 0.0095265190674725577 0.020230179535989764 0.014004997939645821 0.015620859707708526 0.020224300726309041
leaf_weight=53 56 78 57 56 57 67 73 67 53 53 99 1117 221 62 55 53 105
leaf_count=53 56 78 57 56 57 67 73 67 53 53 99 1117 221 62 55 53 105
internal_value=0 0.00209263 0.00843666 0.0142609 0.013775 0.0228437 0.0132194 0.012857 0.0134138 0.0193984 0.0103121 0.0122645 0.00628466 0.0296155 0.00470484 0.0235257 0.0136039
internal_weight=0 191 113 2191 2082 120 1962 1905 1783 287 152 1496 274 135 122 109 1222
internal_count=2382 191 113 2191 2082 120 1962 1905 1783 287 152 1496 274 135 122 109 1222
is_linear=0
shrinkage=0.16829


Tree=4213
num_leaves=18
num_cat=0
split_feature=4 2 12 2 14 2 133 4 2 47 4 132 156 2 131 1447 481
split_gain=23.7278 10.5091 3.04648 2.48866 1.41514 1.53622 1.25901 0.916929 0.813101 0.686275 0.732991 0.545856 0.350644 0.348134 0.324586 0.30893 0.504156
threshold=0.30163500000000004 0.14106500000000002 0.077755000000000005 0.10859000000000001 -0.41790499999999997 0.12708000000000003 0.084675000000000014 -0.26545999999999997 0.10045500000000002 0.077555000000000013 -0.032764999999999996 0.0038750000000000004 0.096630000000000008 0.091005000000000016 0.08482000000000002 -0.086059999999999984 -0.08452999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 8 9 -4 -6 10 -1 12 15 -12 -13 -9 -17
right_child=4 -3 7 -5 5 -7 -8 11 -10 -11 13 14 -14 -15 -16 16 -18
leaf_value=0.0021959264630333959 0.0014028434799525401 0.00076168304999555639 0.0024197010710840937 0.0013407694703463965 0.00071250862692306776 0.00038719890972469819 0.0015125967893140342 0.0023140206800456777 0.0012379818914333911 0.0023445911619551269 0.0019526633258694535 0.0024157615687213476 0.0018170016789434992 0.0015664632779904279 0.00212092135699534 0.0017619718616353639 0.002081070259888611
leaf_weight=73 54 72 98 102 58 66 61 60 73 63 53 84 61 52 86 58 1208
leaf_count=73 54 72 98 102 58 66 61 60 73 63 53 84 61 52 86 58 1208
internal_value=0 0.00200166 0.00204501 0.00178753 0.000928735 0.000798598 0.00193831 0.00210784 0.0010056 0.00204591 0.00194 0.00208819 0.00206627 0.00176174 0.00226681 0.00207771 0.00206648
internal_weight=0 2131 2059 404 251 197 302 1655 131 241 178 1557 1387 105 170 1326 1266
internal_count=2382 2131 2059 404 251 197 302 1655 131 241 178 1557 1387 105 170 1326 1266
is_linear=0
shrinkage=0.0032998


Tree=4214
num_leaves=21
num_cat=0
split_feature=1 1 47 3 43 3 3 42 41 4 1 3 4 3 3 3 156 43 3 4
split_gain=16.0196 3.2862 2.33618 2.02293 0.944873 1.32071 0.861417 0.700376 0.609276 0.586537 0.64605 0.567538 0.450754 0.414582 0.455989 0.504298 0.407794 0.158021 0.0466874 0.027994
threshold=0.11663000000000003 0.091275000000000009 0.10372500000000003 -0.029309999999999996 -0.078059999999999977 0.11745500000000002 0.30112000000000005 0.093565000000000023 1.0000000180025095e-35 0.054560000000000004 0.096515000000000004 -0.11756999999999999 -0.050564999999999992 0.092330000000000009 -0.053499999999999992 -0.072024999999999992 0.091255000000000017 -0.03750499999999999 -0.066704999999999987 -0.0058549999999999991
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 8 6 9 -5 -6 7 -2 11 10 17 -1 -12 14 15 16 -13 -3 -17 -16
right_child=2 3 -4 4 5 -7 -8 -9 -10 -11 12 13 -14 -15 19 18 -18 -19 -20 -21
leaf_value=0.0011891311857583295 0.00077265498806539871 0.0011414541981853402 0.0010901849028387527 0.00067739826717605239 0.0013571628693139241 0.00072935013990064123 0.00012170548513409037 0.00030831832567946443 0.0017818245049025562 0.0011014367935985585 0.0014488026880607389 0.0015261006443234681 0.0018509383866107158 0.0012167952369724715 0.0016411536729729265 0.0013461834625517158 0.0012286742529757683 0.0014005380773316597 0.0011973250284867598 0.0017618295898852547
leaf_weight=69 80 56 77 80 97 59 71 64 80 66 75 1067 53 56 53 55 54 52 53 65
leaf_count=69 80 56 77 80 97 59 71 64 80 66 75 1067 53 56 53 55 54 52 53 65
internal_value=0 0.00142204 0.000596698 0.00119948 0.00097008 0.00111995 0.000419797 0.000566528 0.00149917 0.00137863 0.001456 0.00148379 0.00161559 0.00149825 0.00150993 0.00149089 0.0015118 0.00126652 0.00127346 0.00170793
internal_weight=0 2090 292 538 236 156 215 144 1552 302 236 1472 128 1403 1347 1229 1121 108 108 118
internal_count=2382 2090 292 538 236 156 215 144 1552 302 236 1472 128 1403 1347 1229 1121 108 108 118
is_linear=0
shrinkage=0.0032998


Tree=4215
num_leaves=17
num_cat=0
split_feature=4 150 15 150 15 1 14 1 49 15 0 4 0 39 403 0
split_gain=0.74046 0.704578 1.07124 0.481693 1.06621 0.487208 0.482691 0.465086 0.336435 0.296931 0.349856 0.528383 0.267399 0.258453 0.246196 0.238168
threshold=0.30163500000000004 0.081245000000000026 -0.41309499999999993 0.081245000000000026 -0.091149999999999995 0.11156000000000001 0.076975000000000002 0.13475500000000004 -0.068884999999999988 -0.13662499999999997 -0.10803999999999998 0.0034000000000000007 -0.098179999999999976 0.082810000000000009 -0.53317999999999988 -0.090789999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 6 -5 8 9 -2 -6 12 11 -11 -1 14 -12 -16
right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 13 -13 -14 -15 15 -17
leaf_value=0.031622795086678264 -0.0015375668506123158 0.020376131454051469 -0.021100685726264262 -0.014336080916394739 0.023138202540657692 -0.0010081747042153114 0.029697082331801988 0.018510778130495068 0.0066286241411602637 -0.0072632187179075313 0.0057248683503308547 0.0150207263268723 0.015792311861636339 0.0033714731049857105 0.021654322978943607 0.014686518203028772
leaf_weight=52 75 58 53 52 101 55 61 58 54 54 78 68 74 57 158 1235
leaf_count=52 75 58 53 52 101 55 61 58 54 54 78 68 74 57 158 1235
internal_value=0 0.00418029 -0.00086037 0.0139859 0.00722207 0.0125688 0.0149496 0.00719181 0.0173981 0.0144421 0.0138379 0.00514261 0.0223398 0.014531 0.0149622 0.0154781
internal_weight=0 244 186 2099 262 210 1837 133 155 1776 1650 122 126 1528 1471 1393
internal_count=2343 244 186 2099 262 210 1837 133 155 1776 1650 122 126 1528 1471 1393
is_linear=0
shrinkage=0.16829


Tree=4216
num_leaves=26
num_cat=0
split_feature=4 3 1 2 16 43 3 3 4 16 150 42 3 403 4 16 3 15 3 50 4 2 0 0 16
split_gain=17.0309 4.18435 2.71004 1.91908 1.47251 0.973128 0.751962 0.699813 0.676171 0.688697 0.466249 0.423822 0.374868 0.357922 0.52328 0.32294 0.308503 0.286799 0.272241 0.38165 0.263061 0.218179 0.335127 0.21357 0.209492
threshold=0.30163500000000004 -0.06340999999999998 0.10384000000000002 0.13752500000000004 0.022165000000000004 -0.049364999999999992 -0.014044999999999998 0.092330000000000009 -0.47860499999999995 0.0055300000000000011 0.083680000000000018 0.086275000000000004 -0.082304999999999975 -0.036909999999999991 -0.013024999999999998 -0.027864999999999997 -0.12595999999999999 -0.012074999999999997 -0.082709999999999992 0.041865000000000006 -0.078664999999999985 0.084855000000000014 -0.086914999999999978 -0.069824999999999984 -0.084089999999999984
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=1 8 5 6 10 -3 -2 15 -1 13 -4 17 -13 14 18 -7 -15 -11 19 -10 -20 22 -18 -14 -23
right_child=3 2 4 -5 -6 7 -8 -9 9 11 -12 12 23 16 -16 -17 21 -19 20 -21 -22 24 -24 -25 -26
leaf_value=0.0019753613565058289 0.0010620253649993362 0.0012019340641733877 0.00094845663056343705 0.00015147203424127346 0.0014290905244411182 0.0016215187826054845 0.00063011222077940339 0.0013398926168365982 0.0016364130327519292 0.0014843188991028127 0.00053965940380714219 0.0018306544381279908 0.0014159070795549103 0.0019282408737537407 0.0013186811225561316 0.0019524835339600804 0.0019112646273356634 0.0011701100496625916 0.0013455849979912065 0.0019585832005977939 0.0016511891880793017 0.0015546606963551704 0.0016594027602725736 0.0016829793699041481 0.001703765518323324
leaf_weight=66 78 93 75 64 55 92 102 72 185 78 52 55 99 68 66 52 109 56 57 53 72 172 131 52 289
leaf_count=66 78 93 75 64 55 92 102 72 185 78 52 55 99 68 66 52 109 56 57 53 72 172 131 52 289
internal_value=0 0.00156425 0.00129729 0.000642927 0.000977291 0.00148565 0.00081747 0.00160765 0.00164575 0.00163161 0.000781353 0.00149947 0.0015944 0.00166896 0.00159191 0.00174128 0.0017123 0.00135327 0.00164096 0.0017083 0.00151643 0.00169131 0.00177394 0.00150811 0.00164821
internal_weight=0 2099 491 244 182 309 180 216 1608 1542 127 340 206 1202 433 144 769 134 367 238 129 701 240 151 461
internal_count=2343 2099 491 244 182 309 180 216 1608 1542 127 340 206 1202 433 144 769 134 367 238 129 701 240 151 461
is_linear=0
shrinkage=0.0032998


Tree=4217
num_leaves=22
num_cat=0
split_feature=4 12 1 1 3 159 150 42 1 52 4 159 3 157 4 43 157 1 3 481 3
split_gain=21.6413 5.78465 3.39392 1.86908 1.43881 1.42188 1.28254 1.10327 1.00383 0.928984 0.77208 0.728993 0.51428 0.471459 0.37377 0.391303 0.343141 0.36318 0.517016 0.329599 0.22837
threshold=0.30163500000000004 0.077755000000000005 0.10384000000000002 0.11400500000000001 -0.13392999999999997 0.08043500000000002 0.083680000000000018 0.12199500000000001 0.079415000000000013 -1.0000000180025095e-35 0.043850000000000007 0.086975000000000011 -0.18766499999999997 -1.0000000180025095e-35 0.17982000000000001 -0.073404999999999984 -0.087184999999999985 0.091105000000000005 -0.079979999999999982 -0.083994999999999986 0.0012800000000000001
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 2 6 -2 12 9 8 10 -1 -4 16 20 -3 -10 15 -12 -6 19 -19 -18 -5
right_child=3 4 5 11 7 -7 -8 -9 13 -11 14 -13 -14 -15 -16 -17 17 18 -20 -21 -22
leaf_value=0.0013844101622496909 0.0010487349313232654 0.0018415413067259419 0.0014349724547449 0.00042005667817714718 0.0015719784222601989 0.0005004875165371378 0.0011240788461119899 0.0012860549075336986 0.0016572467998245894 0.00084058011502811036 0.0016220283469654195 0.00071976284475381137 0.0022520314349708135 0.0020748226849526428 0.0017780151993789771 0.001266071234629194 0.0015900415859802872 0.0013775370384140507 0.0017829378976268707 0.0018239802423206137 0.00011253411040293094
leaf_weight=74 78 60 62 52 91 52 57 61 58 54 72 60 79 63 55 66 73 56 93 973 54
leaf_count=74 78 60 62 52 91 52 57 61 58 54 72 60 79 63 55 66 73 56 93 973 54
internal_value=0 0.00166562 0.00131893 0.000627101 0.00175232 0.000955092 0.00156134 0.00172317 0.00168898 0.00115858 0.00174117 0.000428771 0.00207509 0.00187495 0.00154512 0.00145204 0.00177057 0.00178566 0.00163081 0.00180769 0.000263727
internal_weight=0 2099 420 244 1679 168 252 1540 195 116 1479 166 139 121 193 138 1286 1195 149 1046 106
internal_count=2343 2099 420 244 1679 168 252 1540 195 116 1479 166 139 121 193 138 1286 1195 149 1046 106
is_linear=0
shrinkage=0.0032998


Tree=4218
num_leaves=19
num_cat=0
split_feature=1 16 123 0 0 2 150 16 0 1 13 1453 0 16 16 13 16 0
split_gain=20.5592 3.66045 2.68584 1.75105 1.40015 1.17107 0.933773 1.56246 1.2315 0.738393 0.732525 0.570866 0.521881 0.725106 0.438308 0.423743 0.393392 0.120168
threshold=0.10508500000000001 0.22564000000000003 1.0000000180025095e-35 -0.061994999999999995 -0.12608499999999997 0.11585500000000001 0.083435000000000023 -0.015159999999999998 -0.14216999999999999 0.11695500000000002 -0.016999999999999998 -0.064249999999999988 -0.032619999999999989 0.053535000000000006 0.15454000000000004 -0.28558999999999996 0.25155500000000003 -0.16802499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 15 6 8 -8 17 -6 -5 -10 13 -13 -7 -2 -14 -1
right_child=1 -3 -4 10 9 14 7 -9 11 -11 -12 12 16 -15 -16 -17 -18 -19
leaf_value=0.0017858832907880441 0.00028006867629636338 0.0013140073063417346 0.00087467710535880569 -3.1000120703615392e-05 0.0012918269245469245 0.00099124434459788328 0.0008292824207695186 0.0015383302198435657 0.0012142467807773753 0.00078079469690374426 0.00048236818779604564 0.0015588164022278263 0.0019464065709316716 0.0013149251500255308 0.0013969973726211645 0.00065006163547757405 0.0015646904988855044 0.0020192524243502724
leaf_weight=52 52 95 75 52 53 59 53 95 59 75 72 1065 61 154 59 98 60 54
leaf_count=52 52 95 75 52 53 59 53 95 59 75 72 1065 61 154 59 98 60 54
internal_value=0 0.000731159 0.00148742 0.000593334 0.000738855 0.00151335 0.0015361 0.00128465 0.0015608 0.000992669 0.000266801 0.00153469 0.00154877 0.00152803 0.00119442 0.000522032 0.00175742 0.0019051
internal_weight=0 497 1846 402 278 1771 1653 148 1505 128 124 1399 1340 1219 118 150 121 106
internal_count=2343 497 1846 402 278 1771 1653 148 1505 128 124 1399 1340 1219 118 150 121 106
is_linear=0
shrinkage=0.0032998


Tree=4219
num_leaves=21
num_cat=0
split_feature=2 2 2 15 14 0 0 49 9 2 51 130 15 0 13 0 130 13 394 13
split_gain=15.3823 5.95026 4.8693 3.23305 2.41297 3.60857 1.92358 1.45763 1.31046 1.18981 0.493664 0.472599 0.560217 0.417676 0.37982 0.3307 0.270093 0.232161 0.227141 0.193645
threshold=0.10859000000000001 -1.0000000180025095e-35 0.15227000000000004 -0.083359999999999976 0.062655000000000016 -0.14076499999999997 -0.075914999999999996 0.088030000000000011 1.0000000180025095e-35 0.093565000000000023 -1.0000000180025095e-35 -0.015559999999999999 0.03981500000000001 -0.10417499999999999 -0.017484999999999997 -0.07581499999999998 0.088525000000000006 -0.077274999999999996 -0.0060099999999999989 -0.079299999999999995
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 8 3 7 5 9 -5 19 -1 -3 -8 18 13 -13 17 -15 -16 -14 -7 -2
right_child=2 4 -4 6 -6 11 10 -9 -10 -11 -12 12 14 15 16 -17 -18 -19 -20 -21
leaf_value=0.00054694828482883902 0.00054629163945330711 0.001304969025374942 5.671568390346505e-05 0.00075427213665032404 0.0022030416840814471 0.0019545273600574623 0.0015724705134946288 0.0010575938598103125 0.0011717646504833164 0.0006559939757659251 0.0012265634980722564 0.0012214219625004078 0.0016366530481917397 0.0015728652007839794 0.0018070851202152446 0.0014132448218769887 0.0015316757636065635 0.0014714625291044378 0.0016490536558677275 0.00026478169592078217
leaf_weight=71 52 65 72 70 62 52 91 56 76 59 92 54 269 496 181 206 52 151 60 56
leaf_count=71 52 65 72 70 62 52 91 56 76 59 92 54 269 496 181 206 52 151 60 56
internal_value=0 0.00150779 0.000849679 0.000986509 0.00156268 0.00153852 0.00122059 0.000625187 0.000870222 0.000996467 0.00139876 0.00158269 0.00156609 0.00150436 0.0016375 0.00152608 0.00174577 0.00157735 0.0017912 0.00040065
internal_weight=0 1854 489 417 1707 1645 253 164 147 124 183 1521 1409 756 653 702 233 420 112 108
internal_count=2343 1854 489 417 1707 1645 253 164 147 124 183 1521 1409 756 653 702 233 420 112 108
is_linear=0
shrinkage=0.0032998


Tree=4220
num_leaves=28
num_cat=0
split_feature=1 47 12 2 2 16 15 16 52 1 12 16 1 13 2 2 16 15 12 12 1 16 52 13 43 2 15
split_gain=32.1357 5.07777 4.92443 3.37353 2.89254 1.55877 1.44842 1.24256 1.63504 1.50171 0.916103 0.874147 0.679393 0.52974 0.525832 0.530764 0.977029 1.36144 0.793428 0.777057 0.420342 0.347087 0.289779 0.236122 0.488439 0.214165 0.15645
threshold=0.11156000000000001 0.085770000000000027 -0.083994999999999986 0.10255500000000002 0.14794000000000004 -0.034884999999999992 -0.042294999999999992 0.51805000000000012 0.044705000000000002 0.10141500000000002 0.090255000000000016 -0.065564999999999984 0.096860000000000016 -0.05176999999999999 0.095415000000000014 0.088820000000000024 -0.0090499999999999973 -0.0043649999999999991 0.077755000000000005 0.083970000000000017 0.11869500000000001 0.19022000000000003 -0.011954999999999999 -0.049414999999999994 -0.036794999999999994 0.090000000000000011 -0.076519999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 10 6 -3 20 8 9 13 14 -10 -1 -5 15 16 18 -18 -4 -17 -2 22 -12 24 -24 -21 -25
right_child=1 5 3 7 -6 -7 -8 -9 11 -11 21 -13 -14 -15 -16 19 17 -19 -20 25 -22 -23 23 26 -26 -27 -28
leaf_value=0.0015207795487605332 0.00089816197440686593 0.001077372690376096 0.0016431415396735078 0.0017968844492729989 7.56927603419695e-05 0.0018480775089510055 0.0013015793925720387 0.0020498646273904848 0.0021542331900794554 0.00089627004344027699 0.0021404007757376796 0.0015722757559311262 0.0010081836766178221 0.0013366099562437544 0.0023825249852047164 0.0015513853220962646 0.0020615901145901033 0.0026378876643218226 0.0020635267828596014 0.0018570831250890249 0.00053927193794719313 0.0016411723286691399 0.0016235072252005524 0.0018115361900936816 0.0019618298922545767 0.002136630463248967 0.0020271773508977599
leaf_weight=52 57 58 55 55 74 57 54 69 56 55 63 58 63 56 57 53 109 77 515 52 97 53 87 53 105 81 157
leaf_count=52 57 58 55 55 74 57 54 69 56 55 63 58 63 56 57 53 109 77 515 52 97 53 87 53 105 81 157
internal_value=0 0.000875051 0.00190384 0.00194472 0.000636514 0.00145968 0.000835867 0.00165163 0.00155337 0.00134364 0.00201212 0.00185846 0.00124027 0.00156499 0.0020709 0.00205201 0.0020913 0.00230035 0.00202303 0.00189209 0.000672337 0.00189869 0.00192796 0.00189458 0.00180871 0.0020276 0.00197292
internal_weight=0 397 1981 1866 282 115 208 349 280 166 1517 114 115 111 999 942 756 186 570 186 154 518 465 402 192 133 210
internal_count=2378 397 1981 1866 282 115 208 349 280 166 1517 114 115 111 999 942 756 186 570 186 154 518 465 402 192 133 210
is_linear=0
shrinkage=0.0032998


Tree=4221
num_leaves=21
num_cat=0
split_feature=4 41 3 156 484 4 16 0 133 51 42 1213 4 4 403 16 133 40 484 0
split_gain=0.942676 0.823034 0.489486 0.391998 0.33684 0.333365 0.634013 0.529962 0.350614 0.363016 0.32358 0.298311 0.252478 0.245461 0.236557 0.212751 0.194385 0.188683 0.167837 0.126546
threshold=0.26900000000000007 0.07831500000000001 0.13524500000000003 -0.084854999999999986 0.090255000000000016 0.0053900000000000016 -0.066924999999999985 -0.079309999999999978 -0.07218999999999999 0.11178000000000002 0.086700000000000013 0.045150000000000003 0.41939500000000002 0.070595000000000005 0.085190000000000002 -0.026164999999999997 -0.14138999999999996 -0.065969999999999987 0.12217500000000002 -0.11169999999999998
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 10 -1 5 8 13 -8 14 11 12 -10 -2 -7 15 -5 -16 -12 -6 -15
right_child=2 -3 -4 4 18 6 7 -9 9 -11 17 -13 -14 19 16 -17 -18 -19 -20 -21
leaf_value=0.029294712075417537 0.0079609396290689968 0.034383038693942138 -0.0060632064562452003 0.022677008174649765 0.0011797190900037714 0.027577299314782051 -0.0086226621802917743 0.011479556531543166 0.018074606674936988 0.0058268760500339422 0.010815817938713338 0.0089191845933810059 0.023595421191147492 0.020268052918991676 0.021897731809135807 0.0099615410606405976 0.036312082688884861 -0.0035028889737595366 0.01386590263529569 0.0090306252355113435
leaf_weight=65 54 75 65 137 62 59 59 100 1000 87 52 113 65 53 54 52 54 52 57 63
leaf_count=65 54 75 65 137 62 59 59 100 1000 87 52 113 65 53 54 52 54 52 57 63
internal_value=0 0.017051 0.00676999 0.016405 0.0159744 0.0165391 0.0117156 0.00400894 0.0176141 0.0163275 0.0105187 0.0171467 0.0165159 0.0187074 0.0228063 0.0191881 0.0291215 0.00363919 0.00727139 0.0141805
internal_weight=0 2090 288 2015 1950 1831 334 159 1497 1200 223 1113 119 175 297 189 108 104 119 116
internal_count=2378 2090 288 2015 1950 1831 334 159 1497 1200 223 1113 119 175 297 189 108 104 119 116
is_linear=0
shrinkage=0.16829


Tree=4222
num_leaves=12
num_cat=0
split_feature=3 123 14 11 41 160 13 3 43 124 12
split_gain=0.522792 0.448101 0.396289 0.502446 0.474568 0.367546 0.482016 0.506305 0.395908 0.350848 0.301584
threshold=0.31840500000000005 0.085740000000000011 -0.073394999999999974 0.093740000000000018 0.081235000000000016 -0.15323999999999996 -0.085164999999999977 -0.079324999999999993 -0.40535499999999997 -0.076164999999999983 0.077755000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 -7 -3 -10
right_child=-2 9 3 -5 -6 8 7 -9 10 -11 -12
leaf_value=0.026910426206732917 -0.0015958972151693105 -0.0040000875068873891 0.020767249708778905 -0.0019655945595604411 0.028569743372578889 0.027115016903680584 -0.010501646250916208 0.0094432860600838133 0.0094471611274062027 0.013630251244464334 0.015091514730763965
leaf_weight=67 66 71 54 56 63 68 56 101 335 58 1383
leaf_count=67 66 71 54 56 63 68 56 101 335 58 1383
internal_value=0 0.01357 0.0141399 0.0137346 0.0141623 0.0137069 0.00704792 0.00231773 0.0144926 0.0039128 0.0139919
internal_weight=0 2312 2183 2116 2060 1997 211 157 1786 129 1718
internal_count=2378 2312 2183 2116 2060 1997 211 157 1786 129 1718
is_linear=0
shrinkage=0.16829


Tree=4223
num_leaves=12
num_cat=0
split_feature=2 30 49 11 51 156 484 0 16 12 42
split_gain=0.562672 0.412083 0.410988 0.310746 0.446448 0.414752 0.364961 0.309952 0.638372 0.301493 0.291724
threshold=0.14530500000000005 0.086065000000000016 -0.15378499999999998 0.078340000000000007 -1.0000000180025095e-35 -0.084854999999999986 0.096480000000000024 -0.11208499999999998 -0.34140499999999996 0.083795000000000022 0.094225000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 8 -7 -9 -2
right_child=10 -3 3 4 -6 6 -8 9 -10 -11 -12
leaf_value=0.026290575732359382 -0.0072795615850461542 -0.0028212480077051236 0.026384529387525182 0.016220843469185946 -0.0030062408273603216 0.016433992642117319 0.0018981392818492268 0.01789642425014935 -1.7155943106744119e-05 0.011976424725637697 0.009270373419080968
leaf_weight=55 70 55 56 54 93 116 103 304 157 1262 53
leaf_count=55 70 55 56 54 93 116 103 304 157 1262 53
internal_value=0 0.0115406 0.0119004 0.0115306 0.00404455 0.0120805 0.0116671 0.0122133 0.0069665 0.0131268 -0.000133682
internal_weight=0 2255 2200 2145 147 1998 1942 1839 273 1566 123
internal_count=2378 2255 2200 2145 147 1998 1942 1839 273 1566 123
is_linear=0
shrinkage=0.16829


Tree=4224
num_leaves=22
num_cat=0
split_feature=1 3 123 2 2 2 13 1 16 3 1447 480 43 147 50 159 3 2 2 16 4
split_gain=25.9666 5.44599 2.68942 2.6063 2.12074 1.91567 0.996304 0.978823 0.84356 1.34583 0.784283 0.768425 0.721955 0.65904 0.645276 0.569676 0.554908 0.475594 0.452966 0.301432 0.283698
threshold=0.10752500000000002 -0.059629999999999996 0.081990000000000021 0.14530500000000005 0.11444000000000001 0.098215000000000011 -0.077759999999999982 0.13554500000000003 0.51805000000000012 -0.085969999999999977 -0.081469999999999987 0.086995000000000017 -0.049364999999999992 0.085765000000000022 0.11564500000000001 0.082585000000000006 0.12745000000000004 0.086665000000000006 0.087525000000000006 -0.011989999999999999 0.055260000000000011
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=2 4 5 7 -2 10 -7 12 9 -8 11 -1 -3 14 15 18 -14 -17 -12 20 -11
right_child=1 3 -4 -5 -6 6 8 -9 -10 19 13 -13 16 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.0023772264193788343 0.0018923590781899553 0.00082879179056556673 0.0012876890382976613 0.00028466078827698888 0.0010541191833310746 0.0020529839619208164 0.001076859247571326 0.00060357937485175134 0.0019767584669487426 0.0019362674863272404 0.0020090946923930447 0.0018853827853115253 0.0015053051677434493 0.001581287987884648 0.0016384042761314231 0.0019649645266511173 0.0010219967380393192 0.0023478653924729137 0.0018634813786143848 0.001532095397326751 0.0016015136210869648
leaf_weight=98 85 71 77 84 54 79 52 62 65 64 631 55 52 52 64 66 53 81 385 96 52
leaf_count=98 85 71 77 84 54 79 52 62 65 64 631 55 52 52 64 66 53 81 385 96 52
internal_value=0 0.00102083 0.00189327 0.00078497 0.00156697 0.00191859 0.00171845 0.000961401 0.00163802 0.00155448 0.00197559 0.00220065 0.00108725 0.00194864 0.00196417 0.00198207 0.00126169 0.00217619 0.00195395 0.00167147 0.00178651
internal_weight=0 461 1917 322 139 1840 408 238 329 264 1432 153 176 1279 1227 1163 105 147 1016 212 116
internal_count=2378 461 1917 322 139 1840 408 238 329 264 1432 153 176 1279 1227 1163 105 147 1016 212 116
is_linear=0
shrinkage=0.0032998


Tree=4225
num_leaves=12
num_cat=0
split_feature=39 147 16 12 4 124 159 480 1447 483 39
split_gain=0.800196 0.775132 0.467296 0.408511 1.08508 0.357648 0.302552 0.679347 0.292942 0.30576 0.234597
threshold=0.081875000000000017 0.090425000000000019 -0.034884999999999992 -0.029844999999999997 0.41257000000000005 -0.076164999999999983 0.11576000000000002 -0.068944999999999992 -0.085804999999999979 -0.069964999999999986 0.092205000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 6 -2 7 -5 -9 -10 -4
right_child=2 -3 10 4 -6 -7 -8 8 9 -11 -12
leaf_value=0.02663124898352812 -0.013513000331399171 -0.0063538750253397764 0.0180948976889257 0.031925886939722523 -0.00753698579013359 0.0033796218717877255 0.0019033719934800194 0.0018657141703060751 0.0024022736169508115 0.013496911791308666 0.0028899621572716417
leaf_weight=55 68 65 52 53 78 74 71 70 74 1601 65
leaf_count=55 68 65 52 53 78 74 71 70 74 1601 65
internal_value=0 0.0117143 0.00178296 0.0123018 0.0118961 -0.00469715 0.012708 0.0131337 0.0125619 0.0130078 0.00966307
internal_weight=0 2067 259 2002 1947 142 1869 1798 1745 1675 117
internal_count=2326 2067 259 2002 1947 142 1869 1798 1745 1675 117
is_linear=0
shrinkage=0.16829


Tree=4226
num_leaves=23
num_cat=0
split_feature=40 4 43 0 3 12 0 43 4 43 484 3 4 0 40 3 16 4 4 43 43 43
split_gain=0.968094 0.385242 0.532136 0.96195 0.337209 0.549334 0.300435 0.27863 0.28695 0.240347 0.254899 0.395555 0.565347 0.270224 0.552773 0.510712 0.660346 0.454098 0.418984 0.291254 0.225794 0.0626014
threshold=0.051255000000000002 0.0053900000000000016 0.053790000000000011 -0.10147999999999999 0.11745500000000002 -0.077034999999999978 -0.13513499999999998 -0.0010499999999999999 0.056640000000000003 -0.50149499999999991 -0.070034999999999986 -0.086049999999999988 -0.018104999999999996 -0.086084999999999981 -0.075219999999999981 -0.084854999999999986 -0.088869999999999991 -0.014854999999999998 -0.50547999999999982 -0.06656999999999999 -0.010739999999999998 -0.0045949999999999993
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 9 4 -4 5 -3 -7 8 -8 -1 11 -11 -13 15 -15 20 21 -18 -16 -20 -12 -17
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 13 12 -14 14 18 16 17 -19 19 -21 -22 -23
leaf_value=0.021787058825803587 -0.013223753641090397 -0.0074333546377712816 0.032540273075306415 0.0020089471886974475 -0.0065021050080167437 0.017707793375506709 -0.0019860575166209234 -0.0054654751575351603 0.011728835959655492 0.016650979167366967 0.012067525000350429 -0.013017693759571645 0.0086449057575224246 -0.0070482845039040011 0.025009607465801591 0.01417760003147249 0.037191127549349869 0.018536607540353259 0.013393041211969148 0.0071727934482900043 -0.0026882612180647285 0.0064621748157248499
leaf_weight=54 55 78 54 64 81 74 58 52 167 56 67 57 85 53 54 52 63 91 362 524 52 73
leaf_count=54 55 78 54 64 81 74 58 52 167 56 67 57 85 53 54 52 63 91 362 524 52 73
internal_value=0 0.00935917 0.0058076 0.0159961 0.00344673 0.00532937 0.00817065 0.00561634 0.00818546 0.0107156 0.0103382 0.00467305 -3.79929e-05 0.0111433 0.00965315 0.0148567 0.0187965 0.0261797 0.0105967 0.00971628 0.00560452 0.00968616
internal_weight=0 2271 628 118 510 429 351 277 225 1643 1589 198 142 1391 993 398 279 154 940 886 119 125
internal_count=2326 2271 628 118 510 429 351 277 225 1643 1589 198 142 1391 993 398 279 154 940 886 119 125
is_linear=0
shrinkage=0.16829


Tree=4227
num_leaves=14
num_cat=0
split_feature=40 1211 129 130 1 402 4 1 0 1455 1211 0 1213
split_gain=0.669894 0.387624 0.297661 0.339548 0.394076 0.58011 0.591572 0.863658 0.461713 0.343901 0.277557 0.241576 0.275118
threshold=0.051255000000000002 0.077345000000000011 0.10311000000000002 0.10367000000000003 0.083250000000000005 0.02938 0.0015850000000000003 0.14068500000000003 -0.029554999999999994 0.090705000000000022 0.11013500000000002 -0.13010499999999997 0.0026950000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 8 -8 -6 11 -3 -1 -13
right_child=-2 10 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14
leaf_value=0.020229546951062712 -0.01099833116830834 0.024142064402351789 0.018938251516843859 -0.0042831561445976253 0.012475887916115952 -0.010425467451803372 -0.0026805072028877868 0.020576059340467488 0.00043107215404548737 -0.0022360204548684819 0.0087040762646935915 0.0085272706168598566 0.017398514056578288
leaf_weight=65 55 68 60 74 386 66 308 53 118 66 65 829 113
leaf_count=65 55 68 60 74 386 66 308 53 118 66 65 829 113
internal_value=0 0.00778505 0.00723519 0.00689641 0.00731012 0.00477273 0.00593444 0.000728915 0.00965944 0.00951005 0.0166107 0.0102817 0.00959335
internal_weight=0 2271 2138 2078 2004 931 865 361 504 1073 133 1007 942
internal_count=2326 2271 2138 2078 2004 931 865 361 504 1073 133 1007 942
is_linear=0
shrinkage=0.16829


Tree=4228
num_leaves=18
num_cat=0
split_feature=1 52 39 2 2 2 4 13 0 3 133 4 12 0 3 3 402
split_gain=21.3308 5.10463 2.44485 2.35187 3.28884 1.07627 0.81708 0.803311 0.584606 0.756785 0.665903 0.777626 0.570819 0.467513 0.451439 0.220303 0.214675
threshold=0.10471500000000002 -0.40809499999999993 0.081875000000000017 0.10559 -1.0000000180025095e-35 0.14823500000000003 0.24099500000000004 -0.11122999999999998 -0.079249999999999987 0.086245000000000016 -0.031109999999999999 -0.50388999999999984 0.08073000000000001 -0.081854999999999997 -0.079594999999999985 0.10703500000000001 -0.090599999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -3 13 7 -1 9 12 -10 -12 -9 15 -14 -5 -13
right_child=1 3 -4 5 -6 -7 -8 8 10 -11 11 16 14 -15 -16 -17 -18
leaf_value=0.0020074725682429091 0.0018008435924999637 0.00062055257279698076 0.0011130136992091905 0.00040564754216377332 0.0015297831310905141 0.00024698892062124733 0.0012623823311290682 0.0020408861572774727 0.0013115656362683501 0.0013154556362126534 0.001998533679841158 0.0017057391615089091 0.0017379672552492083 0.00090125498695678072 0.0015514536243037588 0.00069070167959413157 0.0015214843612384667
leaf_weight=76 57 91 94 52 83 82 55 59 93 53 53 97 775 76 178 71 281
leaf_count=76 57 91 94 52 83 82 55 59 93 53 53 97 775 76 178 71 281
internal_value=0 0.000869499 0.00163235 0.000752748 0.00105447 0.000565792 0.00166071 0.00167385 0.00165787 0.00170265 0.00156679 0.00162178 0.00172289 0.000696982 0.00170317 0.000570477 0.00156886
internal_weight=0 512 1814 455 174 281 1720 1665 1589 1065 524 431 1012 199 953 123 378
internal_count=2326 512 1814 455 174 281 1720 1665 1589 1065 524 431 1012 199 953 123 378
is_linear=0
shrinkage=0.0032998


Tree=4229
num_leaves=16
num_cat=0
split_feature=1 12 4 2 2 2 12 147 11 160 12 1 2 12 2
split_gain=12.0814 2.39662 1.69496 1.13052 1.68544 0.708818 0.659114 0.636957 0.470307 0.420753 0.351968 0.322505 0.302967 0.821853 0.490412
threshold=0.10471500000000002 -0.09168999999999998 -0.010549999999999999 0.11144000000000001 -1.0000000180025095e-35 0.11736500000000001 0.085090000000000013 0.087350000000000025 0.079915000000000014 -0.53908999999999996 -0.085209999999999994 0.12180500000000001 0.078405000000000016 0.08536500000000001 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 7 -2 8 9 -3 -5 -12 13 -11 -14
right_child=2 5 3 10 -6 -7 -8 -9 -10 12 11 -13 14 -15 -16
leaf_value=0.0005943703594688002 0.00076821432451481099 0.0010236523423164709 0.00036176341917409249 0.00062976443421842174 0.001039099981236689 0.00099095920647230889 0.0012138280832088752 0.00093993062150794825 0.0015638845297437983 0.00084380860151415482 0.00047433072831835346 0.00016305992225061714 0.0016429396465662727 0.0012931664990907838 0.001318103837428652
leaf_weight=57 74 60 67 53 100 87 72 53 77 54 71 75 54 261 1111
leaf_count=57 74 60 67 53 100 87 72 53 77 54 71 75 54 261 1111
internal_value=0 0.00126144 0.00068728 0.000567141 0.000767565 0.00128306 0.00098821 0.00129825 0.00130997 0.00129726 0.000398769 0.000314673 0.00130832 0.00121625 0.00133319
internal_weight=0 1814 512 366 167 1757 146 1670 1617 1540 199 146 1480 315 1165
internal_count=2326 1814 512 366 167 1757 146 1670 1617 1540 199 146 1480 315 1165
is_linear=0
shrinkage=0.0032998


Tree=4230
num_leaves=18
num_cat=0
split_feature=403 133 13 12 13 2 2 133 1455 158 400 43 16 16 16 2 52
split_gain=0.616231 0.446123 0.418003 0.293801 0.566048 0.609007 0.38333 0.322489 0.344129 0.280352 0.323289 0.347054 0.295495 0.273879 0.171453 0.303732 0.0884115
threshold=-0.23236499999999996 0.4028000000000001 0.22245000000000001 -0.010219999999999998 -0.009329999999999998 0.093365000000000017 -1.0000000180025095e-35 0.082925000000000013 0.018650000000000003 0.11186000000000001 -0.052894999999999991 -0.0073499999999999998 0.081265000000000018 -0.11777499999999998 0.062910000000000008 0.091545000000000015 0.044705000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -5 9 14 10 11 -8 -12 -7 15 -9 -3
right_child=2 16 -4 6 -6 13 7 8 -10 -11 12 -13 -14 -15 -16 -17 -18
leaf_value=0.02688606082198745 0.018762864116489104 0.005753632454155228 -0.0028525081009285074 0.023354643790258114 -0.0099704046521770038 0.0087822444531727127 0.0071542552356094738 0.0085888654915321841 0.022953611539469374 0.018372318145261596 0.0044365966932470276 0.024622089742573624 0.011264651236532718 -0.0063132997921206933 0.0042562963325232898 0.019746192877690714 0.015370049943488218
leaf_weight=86 85 54 97 53 68 63 75 198 76 63 854 57 228 74 94 107 56
leaf_count=86 85 54 97 53 68 63 75 198 76 63 854 57 228 74 94 107 56
internal_value=0 0.0177919 0.0079339 0.00843418 0.00345226 0.00757181 0.0092336 0.0088054 0.0125545 0.00740945 0.00683905 0.0147108 0.00587707 0.000615333 0.0105692 0.012509 0.0106656
internal_weight=0 196 2192 2095 290 222 1805 1752 475 1277 1214 132 1082 137 399 305 110
internal_count=2388 196 2192 2095 290 222 1805 1752 475 1277 1214 132 1082 137 399 305 110
is_linear=0
shrinkage=0.16829


Tree=4231
num_leaves=28
num_cat=0
split_feature=1 12 3 1 0 12 3 3 3 12 0 43 160 1 1 1210 481 3 13 1 15 43 12 1 160 0 3
split_gain=32.2358 9.60184 4.07599 2.62773 1.74743 1.45921 1.25878 1.13035 0.895245 0.608753 0.576928 0.629772 0.512448 0.437947 0.384086 0.406926 0.352881 0.342883 0.254466 0.223538 0.220377 0.214589 0.197535 0.188754 0.18512 0.157531 0.142194
threshold=0.11810000000000001 0.077755000000000005 -0.055839999999999994 0.092655000000000015 -0.061654999999999995 0.087745000000000004 -0.0053599999999999993 0.11745500000000002 -0.12595999999999999 -0.007389999999999999 -0.066849999999999979 -0.077544999999999989 0.055845000000000006 0.092900000000000024 0.081755000000000008 -0.018549999999999994 -1.0000000180025095e-35 -0.065259999999999999 -0.0021749999999999994 0.13301500000000002 -0.035449999999999988 -0.10761 0.088785000000000017 0.093170000000000017 0.061600000000000009 -0.13892999999999997 -0.082094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 9 19 8 -5 -8 -3 -1 12 -12 13 18 15 -10 -17 23 22 -4 -15 -20 -7 -13 -18 -11 -14
right_child=2 5 4 6 -6 10 7 -9 14 25 11 17 26 20 -16 16 24 -19 21 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0022467119717790454 0.0016726703958130911 0.0027979553755226975 0.001156594039220644 0.0011727301522121418 0.00035751875456360829 0.0021747098615243644 0.0019211657903363849 0.0013005421819819855 0.0026948383254096274 0.0019929258773855175 0.0017865001379493923 0.0024183206377156189 0.0026137201717657287 0.0019169294242544488 0.0021394934514417222 0.0025695723965202975 0.0022902695820647126 0.0019554123014099813 0.0022762356742308579 0.00087635395587130308 0.0021856627931957314 0.002026634007091663 0.0023488936227287114 0.0021453868389213035 0.0025015784541144019 0.0017313778710524267 0.0023562596098205
leaf_weight=78 72 65 53 85 75 96 85 52 53 53 61 59 52 63 64 89 262 53 83 80 80 77 371 60 60 55 52
leaf_count=78 72 65 53 85 75 96 85 52 53 53 61 59 52 63 64 89 262 53 83 80 80 77 371 60 60 55 52
internal_value=0 0.00218749 0.00099557 0.00173255 0.00076102 0.00229666 0.00148955 0.00168586 0.0024294 0.00202239 0.00222552 0.00207778 0.00226487 0.00223505 0.00238396 0.00241761 0.00238177 0.00218088 0.0022732 0.000988293 0.00206752 0.00215634 0.00231316 0.002281 0.00232975 0.00186006 0.00248533
internal_weight=0 2108 280 408 208 1700 222 137 593 186 1107 233 874 770 528 464 411 172 627 133 143 160 467 119 322 108 104
internal_count=2388 2108 280 408 208 1700 222 137 593 186 1107 233 874 770 528 464 411 172 627 133 143 160 467 119 322 108 104
is_linear=0
shrinkage=0.0032998


Tree=4232
num_leaves=22
num_cat=0
split_feature=1 1 12 1 11 2 2 2 457 43 1210 2 2 43 159 151 43 2 1 1 2
split_gain=22.8939 5.28442 4.42548 1.59949 2.08442 1.13284 1.53751 1.04505 0.96601 0.67798 0.64958 0.639842 0.567624 0.504406 0.483354 0.379983 0.309035 0.274306 0.162144 0.0667375 0.0114084
threshold=0.10141500000000002 0.12450500000000002 0.085090000000000013 0.092415000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 0.13733000000000004 0.11366500000000002 0.079590000000000008 -0.077144999999999977 -0.08107499999999998 0.10981000000000002 0.106285 -0.065804999999999989 0.091305000000000011 0.0049050000000000005 0.053035000000000006 0.088745000000000004 0.11266500000000002 0.096515000000000004 0.15855000000000002
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 8 4 7 -3 -7 10 11 -5 -1 -2 18 -9 15 16 -12 -16 -4 -11 -8
right_child=1 5 12 9 -6 6 20 13 -10 19 14 -13 -14 -15 17 -17 -18 -19 -20 -21 -22
leaf_value=0.0020871101630955693 0.0013658494438659678 0.00021001501468860596 0.0019577772500739407 0.0011876001205411372 0.0023223294125910079 0.0011975812032449938 0.00047866998434663923 0.0017519648648812579 0.00055414812441490597 0.0015521923127333939 0.0018112987478035418 0.00090240086325639836 0.0013996253118264718 0.0013331016354123878 0.0018150412148947846 0.0015124602325603607 0.0016567414334065936 0.0021401402584549705 0.0016891566194094888 0.0017101066923067363 0.00055729509100272811
leaf_weight=90 53 56 52 56 84 56 52 54 53 77 972 86 53 78 53 59 172 67 53 60 52
leaf_count=90 53 56 52 56 84 56 52 54 53 77 972 86 53 78 53 59 172 67 53 60 52
internal_value=0 0.00102101 0.00127158 0.00178095 0.0018147 0.000614821 0.000756282 0.00178708 0.000934567 0.00149586 0.00181343 0.00107936 0.00168089 0.00150472 0.00179479 0.0017746 0.00178809 0.00199685 0.00182252 0.00162161 0.000518321
internal_weight=0 566 350 1822 1629 216 160 1545 192 193 1413 139 158 132 1323 1203 1144 120 105 137 104
internal_count=2388 566 350 1822 1629 216 160 1545 192 193 1413 139 158 132 1323 1203 1144 120 105 137 104
is_linear=0
shrinkage=0.0032998


Tree=4233
num_leaves=24
num_cat=0
split_feature=1 1210 13 3 2 42 480 133 160 3 50 457 160 2 3 13 13 160 13 133 403 1212 4
split_gain=0.792787 0.563206 0.476511 0.413073 0.41327 0.746005 0.320311 0.327255 0.320635 0.353439 0.526981 0.311206 0.687275 0.360902 0.406635 0.309616 0.303621 0.294854 0.231617 0.262162 0.241704 0.19633 0.118193
threshold=0.090670000000000014 -0.08107499999999998 0.15578000000000003 0.13772500000000001 0.11668500000000002 0.091090000000000018 -0.068944999999999992 0.085345000000000018 0.05259500000000001 -0.12077499999999998 0.10883000000000001 0.079590000000000008 0.030935000000000004 -0.013254999999999998 -0.0072299999999999994 -0.42195999999999995 -0.083354999999999985 -0.081539999999999987 -0.078934999999999991 0.11667000000000001 -0.084674999999999986 -0.089544999999999986 -0.0073899999999999999
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=1 -1 3 4 11 -6 -3 8 9 -8 21 12 13 -2 -15 -5 17 -9 -18 -20 -21 -11 -10
right_child=2 6 -4 15 5 -7 7 16 22 10 -12 -13 -14 14 -16 -17 18 -19 19 20 -22 -23 -24
leaf_value=0.025080680361526459 0.017557220128850581 0.024293712171976817 -0.0096640906849821892 0.0063547352566713997 0.032544750838141533 0.0047431941030415346 -0.0030587422645682307 0.012462089962361776 0.011996030160288806 0.019060421312266089 -0.0070229991219487725 -0.003712811348858589 0.026022380358084941 0.0010499375579720921 0.016078588666476008 -0.010806051138835301 0.0017257788513983571 0.025854686150638094 0.02002041676455471 0.013876254001751059 0.00049281552898684593 0.0092797053531642852 0.022710039127576336
leaf_weight=91 63 53 53 59 52 58 77 87 62 65 54 72 54 289 62 60 60 102 103 110 59 586 57
leaf_count=91 63 53 53 59 52 58 77 87 62 65 54 72 54 289 62 60 60 102 103 110 59 586 57
internal_value=0 0.0122151 0.00575607 0.00682117 0.00849064 0.0179021 0.0114202 0.0109391 0.00899233 0.00774971 0.00893276 0.00657016 0.008156 0.00582126 0.00370969 -0.00228266 0.0143023 0.0196993 0.0112244 0.0133131 0.00921456 0.010259 0.017143
internal_weight=0 1566 822 769 650 110 1475 1422 901 782 705 540 468 414 351 119 521 189 332 272 169 651 119
internal_count=2388 1566 822 769 650 110 1475 1422 901 782 705 540 468 414 351 119 521 189 332 272 169 651 119
is_linear=0
shrinkage=0.16829


Tree=4234
num_leaves=21
num_cat=0
split_feature=1 12 1 3 12 3 3 3 3 42 1 4 12 42 13 151 481 1210 12 12
split_gain=19.1416 4.46492 2.07794 2.02387 1.37545 1.22116 1.02311 0.917371 0.708834 1.4856 0.702763 0.50975 0.3521 0.361407 0.35681 0.261917 0.257521 0.279108 0.241295 0.213951
threshold=0.12072500000000001 0.054520000000000006 0.092655000000000015 -0.055839999999999994 0.087745000000000004 -0.0053599999999999993 0.11745500000000002 -0.12595999999999999 0.30112000000000005 0.08870500000000002 0.079415000000000013 0.24099500000000004 0.11721500000000001 -0.10350999999999998 -0.095574999999999979 -0.0060399999999999994 -0.084744999999999987 -0.052634999999999994 0.083795000000000022 0.084405000000000022
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 2 10 -2 7 -4 -7 -3 9 -5 -1 12 13 -6 -15 -16 -9 -18 -19 -20
right_child=3 4 5 8 11 6 -8 16 -10 -11 -12 -13 -14 14 15 -17 17 18 19 -21
leaf_value=0.0012802675409222042 0.0010940153905700143 0.00209424679732227 0.00072809158705617217 0.0008631863343984544 0.0017950966620555561 0.0014228345956271825 0.00085176739525348784 0.0019046647897328082 0.00011849503563848184 0.00012536794574257638 0.0016920396625759967 0.0012377652017462103 0.0013243261577505843 0.0018084886891823252 0.0017356064985042149 0.0015136441988149814 0.0018694770449529823 0.0014280741302343299 0.0018431912100090541 0.0016217386031147406
leaf_weight=91 58 67 95 68 71 92 55 53 68 53 92 62 73 55 65 793 61 60 60 296
leaf_count=91 58 67 95 68 71 92 55 53 68 53 92 62 73 55 65 793 61 60 60 296
internal_value=0 0.00152486 0.00122172 0.000554483 0.00159992 0.00102061 0.00120941 0.00172829 0.000388726 0.000540301 0.00148747 0.00153141 0.0015486 0.0015652 0.00154729 0.0015305 0.00168196 0.00165714 0.00162592 0.00165916
internal_weight=0 2141 425 247 1716 242 147 597 189 121 183 1119 1057 984 913 858 530 477 416 356
internal_count=2388 2141 425 247 1716 242 147 597 189 121 183 1119 1057 984 913 858 530 477 416 356
is_linear=0
shrinkage=0.0032998


Tree=4235
num_leaves=15
num_cat=0
split_feature=2 41 43 1452 484 52 0 9 474 474 1447 39 0 42
split_gain=1.3379 0.607074 0.587147 0.404827 0.416709 0.517249 0.402364 0.314265 0.313838 0.550298 0.303152 0.17824 0.426099 0.176984
threshold=0.13388500000000003 0.083975000000000008 -0.22778999999999996 0.089640000000000011 0.085225000000000009 0.12398000000000002 -0.085474999999999982 -1.0000000180025095e-35 0.023345000000000001 0.090215000000000004 -0.085709999999999995 0.0095750000000000019 -0.061994999999999995 -0.047714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 7 6 -6 -4 10 -10 -9 12 -2 -1
right_child=11 -3 3 -5 5 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=0.015321533319927737 0.0010054297827619511 -0.0071453182652321196 -0.0024933313883666194 -0.0051700258914256243 -0.01126723159884362 0.015904294465571754 0.0051944092721148581 0.022399313748062904 0.027389619426621416 0.0077313161096522259 0.0094117929653355324 0.0010927971627885417 -0.019412337388548213 0.028504646994832007
leaf_weight=67 54 63 53 56 76 61 94 53 82 80 1434 65 62 52
leaf_count=67 54 63 53 56 76 61 94 53 82 80 1434 65 62 52
internal_value=0 0.00911682 0.00960368 0.00891512 0.00932411 0.00260661 -0.00215434 0.0102348 0.0106449 0.0176929 0.00987591 -0.00593728 -0.00989203 0.0210973
internal_weight=0 2171 2108 1989 1933 231 170 1702 1649 162 1487 181 116 119
internal_count=2352 2171 2108 1989 1933 231 170 1702 1649 162 1487 181 116 119
is_linear=0
shrinkage=0.16829


Tree=4236
num_leaves=12
num_cat=0
split_feature=3 48 1452 132 131 1455 15 16 0 0 15
split_gain=0.683888 0.33031 0.310363 0.340649 0.947107 0.275221 0.395366 0.314034 0.473314 0.229568 0.191421
threshold=0.31534000000000006 0.13438000000000003 0.092465000000000006 0.092880000000000004 0.094540000000000013 0.068185000000000009 0.12061000000000001 -0.42372999999999994 -0.13314999999999996 -0.094709999999999989 -0.011859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 9 -9 -1 -7
right_child=-2 -3 -4 4 -6 10 -8 8 -10 -11 -12
leaf_value=0.010164359251091167 -0.0097550524365624548 -0.0059896983257893277 -0.0052694939163697545 -0.017898500368197654 0.011489784658773807 0.022865928525445639 0.020604996653036139 -0.0017090884640536749 0.0075748614988375941 0.023490817737462696 0.0091743848446812215
leaf_weight=127 70 53 53 53 75 60 66 173 1513 52 57
leaf_count=127 70 53 53 53 75 60 66 173 1513 52 57
internal_value=0 0.00712195 0.00743452 0.00774477 -0.000664767 0.00827124 0.00778923 0.00733474 0.00662117 0.0140458 0.016211
internal_weight=0 2282 2229 2176 128 2048 1931 1865 1686 179 117
internal_count=2352 2282 2229 2176 128 2048 1931 1865 1686 179 117
is_linear=0
shrinkage=0.16829


Tree=4237
num_leaves=19
num_cat=0
split_feature=1 3 2 2 39 2 2 2 147 11 2 4 4 13 15 1456 11 13
split_gain=28.4227 6.77979 3.58357 2.57344 2.01452 1.82126 1.14997 2.11588 1.06746 1.03586 0.699629 0.633362 0.603987 0.532164 0.468086 0.423842 0.277681 0.197722
threshold=0.10557500000000002 -0.055839999999999994 0.14823500000000003 0.11444000000000001 0.081875000000000017 0.11366500000000002 -1.0000000180025095e-35 0.10859000000000001 0.087210000000000024 1.0000000180025095e-35 0.10272000000000002 -0.26545999999999997 0.064645000000000022 -0.04917499999999999 -0.083359999999999976 0.079435000000000019 0.085155000000000022 -0.016999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 12 5 8 -3 -8 9 10 11 -1 -2 -7 -9 -13 -11 -12
right_child=1 2 -4 -5 -6 13 7 14 -10 16 17 15 -14 -15 -16 -17 -18 -19
leaf_value=0.0021397593663671213 0.0018540541960058185 0.0003771942472799917 -5.4466069121511842e-05 0.00077537218372945274 0.0012522687432974526 0.0015887723521985459 0.001452984809287086 0.0005308825840727319 0.0013298434572428558 0.0022735887995264104 0.0016500025612068857 0.0017559988208464825 0.0013759413198082596 0.0011409199052608379 0.00092279661437707117 0.0019704497979193196 0.0019368201848781325 0.0013712018159332342
leaf_weight=55 67 66 77 54 95 55 52 91 57 54 63 1173 52 63 53 113 58 54
leaf_count=55 67 66 77 54 95 55 52 91 57 54 63 1173 52 63 53 113 58 54
internal_value=0 0.000842366 0.00057093 0.00137405 0.00172153 0.00174706 0.000754864 0.000881858 0.00177584 0.00179201 0.00176836 0.00178986 0.00164543 0.00134996 0.000675373 0.00177487 0.00209951 0.00152163
internal_weight=0 512 339 173 1840 1745 262 196 1627 1570 1458 1341 119 118 144 1286 112 117
internal_count=2352 512 339 173 1840 1745 262 196 1627 1570 1458 1341 119 118 144 1286 112 117
is_linear=0
shrinkage=0.0032998


Tree=4238
num_leaves=17
num_cat=0
split_feature=2 15 41 31 49 150 3 42 2 1429 159 3 160 3 49 16
split_gain=0.924743 0.489596 0.400485 0.3847 0.339089 0.329573 0.280174 0.65602 0.75207 0.436271 0.306796 0.308812 0.225655 0.342251 0.265553 0.192699
threshold=0.13388500000000003 -0.41880499999999993 0.083975000000000008 -0.018414999999999997 -0.14917999999999998 1.0000000180025095e-35 -0.082844999999999988 0.087130000000000027 0.086315000000000017 0.083960000000000021 -0.45501999999999992 -0.0035149999999999995 -0.081639999999999976 -0.081024999999999986 -0.07107999999999999 -0.084699999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 9 -9 -6 -8 -12 -7 -14 -15 -3
right_child=1 15 -4 4 5 12 10 8 -10 -11 11 -13 13 14 -16 -17
leaf_value=-0.0052346305843196782 0.0088861536263806044 -0.018372533113264467 -0.0055711235929431988 0.021855071909181619 0.010469211876298351 0.011396258101951202 -0.0043518067756641455 0.035594217372241194 0.01017902467592248 -0.0044854846023399285 0.0062052879333636896 0.01380642594790754 -0.012114295912046259 0.011273007500772338 -0.0041265478244710526 -0.0050669934176627218
leaf_weight=60 52 52 63 52 570 57 63 62 71 61 741 191 53 67 60 77
leaf_count=60 52 52 63 52 570 57 63 62 71 61 741 191 53 67 60 77
internal_value=0 -0.00488094 0.00763372 0.00802921 0.00841868 0.00806773 0.00886183 0.0112895 0.0220402 0.00902066 0.00699596 0.00776496 0.00216638 -0.000746439 0.00398348 -0.0104444
internal_weight=0 181 2171 2108 2048 1996 1759 764 133 631 995 932 237 180 127 129
internal_count=2352 181 2171 2108 2048 1996 1759 764 133 631 995 932 237 180 127 129
is_linear=0
shrinkage=0.16829


Tree=4239
num_leaves=21
num_cat=0
split_feature=1 1 12 1 12 14 12 0 43 13 12 1446 48 16 16 16 13 16 0 12
split_gain=22.799 5.77022 2.40458 2.11532 2.55215 1.79151 1.6682 1.1528 1.01549 0.971382 0.779146 0.65445 0.470989 0.486398 0.572494 0.409313 0.39928 0.337761 0.311523 0.286213
threshold=0.10557500000000002 0.13662500000000002 0.085090000000000013 0.089625000000000024 0.088395000000000015 0.062655000000000016 0.11628000000000001 -0.065794999999999979 -0.08076499999999999 -0.0042049999999999995 0.10124000000000001 0.083715000000000026 -0.023659999999999997 0.0055300000000000011 0.081265000000000018 -0.14169499999999999 -0.085164999999999977 -0.015379999999999998 -0.086824999999999986 0.094045000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 9 6 11 -3 -2 -5 -4 12 -1 18 -15 -10 -13 19 -14 -6
right_child=1 7 10 4 17 -7 -8 -9 15 -11 -12 16 13 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0015004553451937481 0.000637525073881813 0.00071413989524939938 0.0018034154932647969 0.00098864749841957606 0.0018452329034667862 0.0023973242722880998 0.0012775438439464157 0.0001012525548191829 0.0013040670709068007 0.0014921502081680217 0.0013006804597351486 0.0022567134867335914 0.0019357778963637014 0.0013958392713165054 0.0017822759672255122 0.00098496315363684906 0.0019026909931716552 0.0019761302734692746 0.0018086147204229006 0.0015374412766453144
leaf_weight=52 62 66 68 79 72 60 61 68 81 90 68 60 369 56 177 99 89 78 532 65
leaf_count=52 62 66 68 79 72 60 61 68 81 90 68 60 369 56 177 99 89 78 532 65
internal_value=0 0.00099214 0.00120076 0.00177958 0.00156111 0.00183718 0.00181308 0.000403385 0.00100305 0.00125699 0.00155231 0.00183752 0.00181137 0.00182559 0.00168955 0.00112876 0.00204549 0.0018 0.00186073 0.00169946
internal_weight=0 512 378 1840 384 1456 1396 134 242 169 136 1335 1186 1134 233 180 149 215 901 137
internal_count=2352 512 378 1840 384 1456 1396 134 242 169 136 1335 1186 1134 233 180 149 215 901 137
is_linear=0
shrinkage=0.0032998


Tree=4240
num_leaves=21
num_cat=0
split_feature=13 13 12 150 457 131 131 11 39 13 4 0 52 15 15 0 474 0 0 12
split_gain=0.392658 0.593862 0.510174 0.476458 0.514652 0.458973 0.356715 0.475222 0.358254 0.579784 0.384946 0.378176 0.354293 0.986404 1.08139 0.282963 0.338288 0.384927 0.238945 0.236808
threshold=-0.077849999999999989 -0.080624999999999988 -0.085719999999999977 1.0000000180025095e-35 0.08426500000000002 0.091760000000000022 0.080385000000000012 1.0000000180025095e-35 0.0095750000000000019 -0.10899499999999999 0.0036400000000000004 -0.084444999999999978 0.10096500000000001 -0.072904999999999984 0.091570000000000012 0.12358500000000001 0.085020000000000012 -0.099329999999999988 -0.026509999999999995 0.085495000000000015
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 5 -2 12 -5 6 7 8 9 10 -1 -11 15 -14 -15 16 17 19 -19 -4
right_child=2 -3 3 4 -6 -7 -8 -9 -10 11 -12 -13 13 14 -16 -17 -18 18 -20 -21
leaf_value=0.0043096124710797906 -0.006889745956948347 0.023594733858183694 0.022196764705420896 -0.012042115220221489 0.0090428312669191546 0.023277155583797456 -0.0041416346290247263 0.023857030180489264 0.018051031886479302 0.0050161007398907406 -0.01559716909828655 0.014970483808937106 0.016150945418486252 -0.026581539222556259 0.0041040211173179065 0.019007338090218522 -0.0020870547113821594 0.0079722995390127775 -0.0031244818418853832 0.0080719235383207733
leaf_weight=57 94 78 86 81 55 54 71 52 76 336 53 160 76 53 84 66 92 626 60 56
leaf_count=57 94 78 86 81 55 54 71 52 76 336 53 160 76 53 84 66 92 626 60 56
internal_value=0 0.00952254 0.00508475 0.00592924 -0.0035019 0.00824264 0.00723188 0.00833449 0.00714832 0.00577802 -0.0052655 0.00823081 0.0070005 0.00076708 -0.00775392 0.00834525 0.0075784 0.00865451 0.00699912 0.0166391
internal_weight=0 937 1429 1335 136 859 805 734 682 606 110 496 1199 213 137 986 920 828 686 142
internal_count=2366 937 1429 1335 136 859 805 734 682 606 110 496 1199 213 137 986 920 828 686 142
is_linear=0
shrinkage=0.16829


Tree=4241
num_leaves=11
num_cat=0
split_feature=2 1203 474 475 1446 1429 393 3 3 1
split_gain=0.391239 0.289733 0.324674 0.717878 0.415853 0.34108 0.293384 0.342024 0.353784 0.299919
threshold=0.17576500000000003 0.085595000000000018 0.095835000000000017 -0.066784999999999983 0.10428500000000002 0.084690000000000015 0.090035000000000018 -0.11327499999999999 -0.15078499999999997 0.095950000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 -9
right_child=-2 -3 3 -5 -6 -7 -8 9 -10 -11
leaf_value=0.0085539337063241724 -0.0085901067738503884 -0.0028744628039221879 0.027053141415866823 0.00053611754614187187 -0.0087672672364649679 -0.0037986055972734582 -0.0053133251728679429 0.0077189827247206967 0.023370983801865693 0.0026785554946993405
leaf_weight=133 53 99 64 53 53 90 55 1236 70 460
leaf_count=133 53 99 64 53 53 90 55 1236 70 460
internal_value=0 0.00602019 0.00641873 0.0150565 0.00593594 0.00631807 0.00678495 0.0071363 0.0136721 0.00635295
internal_weight=0 2313 2214 117 2097 2044 1954 1899 203 1696
internal_count=2366 2313 2214 117 2097 2044 1954 1899 203 1696
is_linear=0
shrinkage=0.16829


Tree=4242
num_leaves=11
num_cat=0
split_feature=151 48 1375 1453 158 4 1419 0 156 12
split_gain=0.289595 0.317568 0.430034 0.256855 0.343397 0.30999 0.254529 0.328953 0.426115 0.394269
threshold=0.06617000000000002 -0.078514999999999988 -0.074434999999999987 -0.049419999999999992 0.097060000000000021 0.056640000000000003 0.085285000000000014 0.024745000000000003 0.089470000000000008 -0.10853999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 9 -9 -5
right_child=-2 2 3 4 5 -7 -8 8 -10 -11
leaf_value=-0.0052231927816658516 -0.0044090044849516034 0.018483986704560335 -0.0039848431215980173 0.019545922940194391 0.020268119005862843 0.0051064190455486734 0.014117592065190952 -0.0089928101882286136 0.0094516171705076625 0.0046421055150790346
leaf_weight=81 94 70 85 52 81 73 80 107 53 1590
leaf_count=81 94 70 85 52 81 73 80 107 53 1590
internal_value=0 0.0051133 0.00549625 0.00506677 0.00544554 0.0130927 0.00481883 0.00440502 -0.00287186 0.00511518
internal_weight=0 2272 2191 2121 2036 154 1882 1802 160 1642
internal_count=2366 2272 2191 2121 2036 154 1882 1802 160 1642
is_linear=0
shrinkage=0.16829


Tree=4243
num_leaves=16
num_cat=0
split_feature=482 2 151 394 131 2 2 42 0 0 50 0 2 402 124
split_gain=0.290172 0.338014 0.747617 0.489355 0.33614 0.587488 0.393251 0.303945 0.270169 0.765918 0.401676 0.322858 0.33113 0.268387 0.243136
threshold=0.093000000000000013 0.091205000000000008 0.009020000000000002 -0.064889999999999989 0.094990000000000019 0.15398500000000001 0.093070000000000014 0.08648500000000002 -0.15653499999999998 -0.10891999999999999 0.11768500000000003 -0.095264999999999989 0.089735000000000023 0.10874500000000002 -0.063929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 6 -5 -2 -1 -10 11 -11 13 -13 -8
right_child=7 2 -4 4 -6 -7 14 -9 9 10 -12 12 -14 -15 -16
leaf_value=0.016115238879311763 0.021677278641597506 -0.013389870825941418 -0.015403921936859936 -0.008474215866854996 0.015256554834803348 -0.014126676778818011 -0.0044217588519905558 0.0047994536582544262 -0.011199577646087058 0.015216848750638787 0.019868010328914876 0.002631408852975563 0.015551616654512785 0.013131661043962982 0.0062124850891004321
leaf_weight=62 52 52 72 67 63 56 68 73 80 83 55 871 69 75 568
leaf_count=62 52 52 72 67 63 56 68 73 80 83 55 871 69 75 568
internal_value=0 0.00349646 0.00107586 0.00243552 0.00343883 0.00245554 0.00377901 0.011835 0.00526332 0.00471618 0.00582205 0.00511683 0.00428915 0.00346578 0.00507267
internal_weight=0 2241 946 874 822 759 703 125 1295 1233 1153 1098 1015 946 636
internal_count=2366 2241 946 874 822 759 703 125 1295 1233 1153 1098 1015 946 636
is_linear=0
shrinkage=0.16829


Tree=4244
num_leaves=10
num_cat=0
split_feature=376 9 1185 1186 48 0 124 49 1453
split_gain=0.27804 0.519734 0.259124 0.343067 0.29335 0.319149 0.256843 0.279797 0.236474
threshold=0.084545000000000009 -1.0000000180025095e-35 0.082795000000000021 0.060550000000000007 -0.023659999999999997 -0.096374999999999975 -0.074709999999999985 0.14121000000000003 -0.049419999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 8 -8
right_child=-2 2 -4 -5 6 -7 7 -9 -10
leaf_value=-0.013720993685728782 0.012250394705846265 -0.01414805062033524 0.01430525525693011 -0.0093378495143059299 -0.0054767501151546123 0.0030774741773375532 -0.0047458758461121665 0.015023053315530112 0.0042844349896311341
leaf_weight=52 94 55 59 62 80 68 86 66 1744
leaf_count=52 94 55 59 62 80 68 86 66 1744
internal_value=0 0.00290334 0.00329355 0.00299208 0.00335713 -0.00461039 0.003854 0.00424864 0.00385908
internal_weight=0 2272 2220 2161 2099 123 1976 1896 1830
internal_count=2366 2272 2220 2161 2099 123 1976 1896 1830
is_linear=0
shrinkage=0.16829


Tree=4245
num_leaves=12
num_cat=0
split_feature=10 12 41 3 13 39 124 150 12 0 0
split_gain=0.459626 0.526824 0.344326 0.452245 0.800284 0.353461 0.328999 0.289232 0.289297 0.328612 0.273041
threshold=0.058500000000000003 -0.14718499999999998 0.079300000000000009 -0.14162499999999997 0.094590000000000021 0.087880000000000014 -0.076164999999999983 0.12314500000000002 0.09697500000000002 0.0085900000000000021 -0.084949999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 8 9 -5 -10
right_child=-2 2 -4 5 -6 6 -8 -9 10 -11 -12
leaf_value=0.018511763038230173 -0.011962408514822298 0.026896638752807681 -0.0070070990161075868 0.0040651213325070528 0.001789968240046434 -0.016112007223743178 0.0018578055046970827 -0.0090126693994887225 -0.010440410105790346 0.016689071083208204 0.0015489543034614475
leaf_weight=63 57 62 95 1429 86 53 63 53 68 61 257
leaf_count=63 57 62 95 1429 86 53 63 53 68 61 257
internal_value=0 0.00333028 0.0029 0.0033423 0.0123198 0.0026717 -0.00633705 0.0032321 0.00359065 0.00458315 -0.000954062
internal_weight=0 2290 2227 2132 148 1984 116 1868 1815 1490 325
internal_count=2347 2290 2227 2132 148 1984 116 1868 1815 1490 325
is_linear=0
shrinkage=0.16829


Tree=4246
num_leaves=20
num_cat=0
split_feature=1 52 3 123 159 12 14 0 1 3 3 1 481 3 480 52 0 3 52
split_gain=31.9497 8.39498 3.64266 3.09195 1.30202 1.15772 1.24234 0.996423 0.779122 0.758596 1.71946 0.713613 0.707806 0.960248 0.650991 0.521877 0.644564 0.393043 0.213147
threshold=0.104035 -0.41304999999999997 -0.055839999999999994 0.083945000000000006 0.08043500000000002 0.11769500000000001 0.054835000000000009 -0.050094999999999994 0.13271500000000003 0.077930000000000013 0.30112000000000005 0.12450500000000002 -0.048124999999999994 -0.116045 0.086995000000000017 -0.15337499999999996 -0.10490499999999998 -0.08317999999999999 -0.50149499999999991
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 7 5 9 6 12 -3 -6 11 -11 -4 14 -14 17 18 -17 -1 -15
right_child=1 2 4 -5 8 -7 -8 -9 -10 10 -12 -13 13 15 -16 16 -18 -19 -20
leaf_value=0.002539641100959463 0.0022246896298873014 0.0015747412173120886 0.00091956417965501362 0.001208468627109028 0.00070831397153911946 0.0015486889868413034 0.0024787265657188868 0.00099726461170023179 0.00013609276506167171 0.0013615653400596154 0.00059192451394936296 0.00038113115934767459 0.0016621616769852804 0.0019286931490426088 0.0019573927050806073 0.0017922141877834889 0.0020453151231389936 0.0021385973187913994 0.0016726042407357855
leaf_weight=59 60 89 56 56 52 61 61 52 52 75 55 52 103 80 80 125 1057 52 70
leaf_count=59 60 89 56 56 52 61 61 52 52 75 55 52 103 80 80 125 1057 52 70
internal_value=0 0.00106017 0.000915431 0.0019733 0.000731208 0.00199779 0.00201401 0.00136202 0.000422542 0.000865938 0.00103622 0.000660645 0.00199655 0.00197118 0.00218695 0.00199505 0.00201858 0.00235208 0.00180942
internal_weight=0 543 483 1804 342 1748 1687 141 104 238 130 108 1626 1435 191 1332 1182 111 150
internal_count=2347 543 483 1804 342 1748 1687 141 104 238 130 108 1626 1435 191 1332 1182 111 150
is_linear=0
shrinkage=0.0032998


Tree=4247
num_leaves=29
num_cat=0
split_feature=1 1 12 2 4 4 3 52 4 3 3 2 52 1 158 2 1203 3 475 15 15 52 15 2 2 3 4 2
split_gain=19.8831 4.18183 3.44587 1.26416 1.07278 1.0108 0.995499 0.754748 0.740842 0.690148 0.524095 0.50938 0.472058 0.412645 0.346585 0.342201 0.339052 0.339051 0.235931 0.14782 0.147578 0.144878 0.232538 0.128107 0.115204 0.113119 0.102531 0.0218671
threshold=0.096300000000000011 0.12765500000000005 0.087215000000000015 0.09857500000000001 -0.26545999999999997 0.22738500000000003 0.0025650000000000004 -0.023474999999999996 -0.068879999999999983 0.077930000000000013 0.11745500000000002 0.088850000000000012 -0.088204999999999992 0.10293500000000001 0.088535000000000016 0.084995000000000015 0.085070000000000021 -0.046989999999999997 -0.084169999999999981 0.0056700000000000006 -0.094269999999999979 0.070205000000000017 0.087825000000000014 0.11543000000000002 0.14530500000000005 -0.088074999999999987 -0.075969999999999996 0.092300000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 13 7 -2 -5 -3 -8 12 15 -4 16 -6 18 21 -14 20 -10 25 -23 -22 -11 -13 -24 -27
right_child=1 9 5 8 11 -7 10 -9 19 24 -12 17 14 -15 -16 -17 -18 -19 -20 -21 23 22 26 -25 -26 27 -28 -29
leaf_value=0.0021619310818751271 0.00051873755833219473 0.00042576744269858934 0.0013922966748800821 0.0011274553488101542 0.0013513402468958544 0.0010983410207232693 0.0013719072085114313 0.0010094463418943002 0.0016652983426406185 0.00091952223294630231 0.0009494614713043152 0.0017606123504249542 0.001928476954243882 0.0017551819245646824 0.0020364463393681542 0.0017145150547283573 0.0019791746636985265 0.00185152837271354 0.0017111354694455269 0.0017008652966061988 0.001367774320756202 0.0013185528399152543 0.0016891412745237183 0.0015829208598967595 0.00069600991375619336 0.0016215289133817287 0.0014748751989993017 0.0015167801558906297
leaf_weight=58 77 103 53 53 54 52 59 62 52 52 72 55 63 103 53 63 69 53 595 64 83 58 54 53 53 69 53 59
leaf_count=58 77 103 53 53 54 52 59 62 52 52 72 55 63 103 53 63 69 53 595 64 83 58 54 53 53 69 53 59
internal_value=0 0.00100932 0.00117936 0.00167727 0.00172061 0.00149884 0.000933103 0.000737868 0.00148448 0.000618405 0.00113999 0.00170086 0.00174501 0.00163212 0.00177464 0.0015472 0.00175551 0.00160202 0.001732 0.00155943 0.0015111 0.00156392 0.00149048 0.00145188 0.000807037 0.00162994 0.00158334 0.00157352
internal_weight=0 686 478 1661 1356 208 270 139 305 208 131 1298 897 156 780 117 727 401 658 252 188 348 165 136 105 183 107 128
internal_count=2347 686 478 1661 1356 208 270 139 305 208 131 1298 897 156 780 117 727 401 658 252 188 348 165 136 105 183 107 128
is_linear=0
shrinkage=0.0032998


Tree=4248
num_leaves=17
num_cat=0
split_feature=160 48 0 483 12 4 4 4 2 4 52 1446 482 0 12 13
split_gain=0.521306 0.33458 0.433397 0.398491 0.673141 0.727975 0.39147 0.714456 0.385372 0.686202 0.325134 0.319167 0.250875 0.215365 0.213925 0.137076
threshold=-0.42430999999999991 -0.086624999999999994 -0.14097999999999997 0.08956500000000002 -0.10853999999999998 0.40124500000000002 -0.17689999999999997 -0.093344999999999997 0.10272000000000002 0.41257000000000005 -0.11756999999999999 0.037915000000000011 0.087870000000000018 -0.15653499999999998 -1.0000000180025095e-35 -0.083354999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 8 4 -4 6 10 -8 13 -10 -6 -1 15 -3 -7 -5
right_child=1 2 3 12 5 14 7 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0089392320531220416 0.017458914968085347 0.011443829067621271 0.024594236875857906 -0.0029109186262714494 0.0069278817065003091 -0.00082499523956054796 -0.012460414796397487 0.0060156465974715726 -0.022382372548795198 0.002950068069863429 0.022631031251667856 0.025084290682878131 -0.009130917866902637 -0.0027511739130221236 -0.015843777987943217 0.0085947290942600691
leaf_weight=102 54 58 52 58 81 55 62 1321 59 62 70 53 85 63 53 59
leaf_count=102 54 58 52 58 81 55 62 1321 59 62 70 53 85 63 53 59
internal_value=0 0.0043663 0.00403478 0.00489113 0.00573392 0.00513554 0.00607643 0.00518606 -0.00266711 -0.00938727 0.0142194 0.0144714 -0.00216768 0.00403819 -0.00821196 0.00287572
internal_weight=0 2192 2138 1896 1694 1642 1534 1383 242 121 151 155 202 121 108 117
internal_count=2347 2192 2138 1896 1694 1642 1534 1383 242 121 151 155 202 121 108 117
is_linear=0
shrinkage=0.16829


Tree=4249
num_leaves=22
num_cat=0
split_feature=2 2 2 2 0 133 14 0 0 0 2 15 0 15 393 0 0 0 160 13 0
split_gain=18.5564 8.51707 2.8988 2.35241 2.4886 2.18936 1.40489 1.36036 1.31195 0.779055 0.765501 0.685576 0.68521 0.956783 0.651285 0.331807 0.289063 0.21087 0.245458 0.138292 0.106996
threshold=0.11366500000000002 -1.0000000180025095e-35 0.13538500000000001 0.099675000000000014 -0.14151499999999997 0.086505000000000012 0.062655000000000016 -0.067969999999999989 -0.084114999999999981 -0.0076699999999999989 0.088850000000000012 -0.021954999999999999 -0.076639999999999986 -0.072469999999999993 0.083525000000000016 -0.10417499999999999 -0.081284999999999982 -0.10490499999999998 -0.12602499999999997 0.049530000000000012 -0.063109999999999986
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 8 6 -5 7 9 -1 -2 10 14 16 -4 -14 15 -3 -6 -12 -19 -13 -10
right_child=2 3 12 4 11 -7 -8 -9 20 -11 17 19 13 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0011600749379981126 0.00043396808449346124 0.0011275915763416097 -0.00012551866118919641 0.00051288310255154105 0.0011923525403250911 -3.5353206758063787e-05 0.0018747694904291856 0.00041451958115046371 0.00084909378613240742 0.0017138129448045659 0.0010101198667989179 0.0012820607104227718 4.3267594638416419e-05 0.00063660051798170058 0.001701534633270443 0.0013703069849163342 0.00084048160103353947 0.0010300815852305033 0.0012720962503276535 0.001517660743069918 0.0010586637234608059
leaf_weight=53 94 68 63 74 52 53 56 54 52 59 55 65 69 52 63 847 52 56 297 52 61
leaf_count=53 94 68 63 74 52 53 56 54 52 59 55 65 69 52 63 847 52 56 297 52 61
internal_value=0 0.00124235 0.00045476 0.00130736 0.00103747 0.000512464 0.00136038 0.000784143 0.00072268 0.00134042 0.0013245 0.00121297 0.000153158 0.000298545 0.00137484 0.00135231 0.00101676 0.00120374 0.0012338 0.00138707 0.000962536
internal_weight=0 1956 391 1796 295 160 1501 107 207 1445 1386 221 184 121 978 915 104 408 353 117 113
internal_count=2347 1956 391 1796 295 160 1501 107 207 1445 1386 221 184 121 978 915 104 408 353 117 113
is_linear=0
shrinkage=0.0032998


Tree=4250
num_leaves=23
num_cat=0
split_feature=1 2 15 2 1 16 160 11 15 1447 42 16 1 1429 16 4 51 16 16 2 16 2
split_gain=30.9871 5.49017 4.42975 2.78245 1.38568 1.18264 0.9838 0.82043 0.803281 0.73689 0.717108 0.805835 0.620304 0.53335 0.504578 0.536739 0.389595 0.397631 0.270069 0.243426 0.220935 0.162334
threshold=0.104035 0.14823500000000003 -0.084629999999999997 0.097880000000000009 0.091410000000000005 0.50597000000000014 -0.11201999999999999 1.0000000180025095e-35 -0.017454999999999995 -0.085644999999999985 -0.076289999999999983 0.31615500000000002 0.12072500000000001 0.085185000000000011 -0.015159999999999998 0.055260000000000011 0.11144500000000002 0.19022000000000003 -0.06421499999999998 0.11144000000000001 -0.008069999999999999 -0.00097499999999999985
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 12 4 7 8 -5 9 -4 -1 -8 14 19 16 15 -12 17 -11 -6 -2 -20 -14
right_child=1 -3 5 6 18 -7 10 -9 -10 13 11 -13 21 -15 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0027985334484612076 0.0016473106108548313 0.00068785966057626998 0.0020384757683895504 0.0025616067019534686 0.002032839775830931 0.0023371344709425881 0.0023926730609881287 0.0028474865854547621 0.0015598458425203734 0.0025049432544916421 0.0022299968007078504 0.0022428766869047232 0.0010038419883672189 0.00213842588518336 0.0016139425478366126 0.0017827839537091729 0.0021897272908528464 0.0022104815404745547 0.0024533698056431515 0.0013363456444315564 0.0021406001557349461 0.0012584360349064416
leaf_weight=75 52 80 79 55 75 65 67 71 76 939 57 103 57 56 57 63 52 55 53 63 52 57
leaf_count=75 52 80 79 55 75 65 67 71 76 939 57 103 57 56 57 63 52 55 53 63 52 57
internal_value=0 0.00148502 0.00162698 0.00239198 0.00246042 0.00196169 0.00214878 0.00249966 0.00180402 0.00247865 0.00208325 0.00200908 0.00130526 0.00245684 0.00187283 0.0019955 0.00247386 0.00248869 0.00218818 0.00147726 0.00229881 0.00113145
internal_weight=0 529 449 1830 1428 220 402 1248 155 1177 347 280 229 1102 177 120 1046 994 180 115 105 114
internal_count=2359 529 449 1830 1428 220 402 1248 155 1177 347 280 229 1102 177 120 1046 994 180 115 105 114
is_linear=0
shrinkage=0.0032998


Tree=4251
num_leaves=11
num_cat=0
split_feature=1 0 11 4 3 15 15 14 3 481
split_gain=0.844617 0.584931 0.403464 0.395018 0.321349 1.25678 0.394891 0.363692 0.426839 0.291425
threshold=0.13702500000000004 -0.054759999999999996 0.092630000000000018 -0.51381999999999983 0.10812000000000001 -0.026169999999999995 -0.44206999999999991 0.076975000000000002 -0.14265999999999998 -0.074219999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -5 8 -8 -10
right_child=1 -3 -4 4 5 -7 7 -9 9 -11
leaf_value=0.023088466909158018 0.0058428387268358237 -0.016384133426317449 -0.0047193396211047895 -0.0040843420893281746 0.013360445966393662 -0.020083851718919039 -0.0023209015459507115 0.021826608187942957 0.01641610333283566 0.0088018281887841682
leaf_weight=53 66 68 65 64 82 52 91 64 157 1597
leaf_count=53 66 68 65 64 82 52 91 64 157 1597
internal_value=0 -0.00542311 0.00832642 0.00871983 0.00835754 0.000368654 0.00889921 0.00933544 0.00890116 0.0094844
internal_weight=0 134 2225 2160 2107 134 1973 1909 1845 1754
internal_count=2359 134 2225 2160 2107 134 1973 1909 1845 1754
is_linear=0
shrinkage=0.16829


Tree=4252
num_leaves=14
num_cat=0
split_feature=10 1212 1212 131 447 51 16 157 157 9 13 12 16
split_gain=0.719985 0.365319 0.70188 0.511965 0.316836 0.307002 0.691937 0.433556 1.18265 0.305655 0.313074 0.229561 0.12267
threshold=-0.089679999999999982 0.081560000000000007 0.090080000000000007 0.10370500000000001 0.085445000000000007 -0.40771999999999992 0.21684500000000004 0.0029950000000000007 -0.027269999999999996 -1.0000000180025095e-35 -0.089024999999999979 0.094410000000000008 -0.082264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 9 8 -8 -7 -11 -5 -4
right_child=1 2 12 11 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=-0.01132040433367967 0.016390510236303779 0.024952932098980463 0.012111019756627248 -0.010600955215863224 0.016891262757057397 -0.0047862774406376941 0.005325016744208085 0.010199153912304521 -0.022535226693849397 0.0024636137553972217 0.0087341872322565135 0.00405504172094739 0.0023802017281588633
leaf_weight=64 81 88 60 72 83 59 98 55 77 279 1195 52 96
leaf_count=64 81 88 60 72 83 59 98 55 77 279 1195 52 96
internal_value=0 0.00676641 0.0129287 0.00603242 0.00670727 0.0062479 0.00578089 -0.00282093 -0.00692322 0.00707261 0.00754851 -0.0044404 0.00613434
internal_weight=0 2295 244 2051 1927 1844 1763 230 175 1533 1474 124 156
internal_count=2359 2295 244 2051 1927 1844 1763 230 175 1533 1474 124 156
is_linear=0
shrinkage=0.16829


Tree=4253
num_leaves=16
num_cat=0
split_feature=160 12 1209 12 15 12 43 42 15 12 12 482 51 43 43
split_gain=0.485236 0.604667 0.47186 0.458461 0.448546 0.785617 0.596845 0.287914 0.269566 0.652513 0.446679 0.2955 0.325732 0.190512 0.0578122
threshold=-0.41367999999999994 0.088485000000000022 0.082105000000000011 -0.14847999999999997 0.091475000000000015 0.10367000000000001 -0.23269999999999999 0.094600000000000017 0.0056700000000000006 0.083795000000000022 0.085565000000000016 0.095830000000000012 0.10174000000000001 -0.033174999999999989 -0.011584999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 7 -5 14 11 -10 -11 12 -8 -4 -6
right_child=2 -3 13 4 5 -7 8 -9 9 10 -12 -13 -14 -15 -16
leaf_value=0.025053572807449173 -0.011090671956319392 0.004837304188150586 0.0090294598698901288 0.018042108423592235 0.011312844335448553 -0.018810347109591279 0.0035755329903054424 -0.0048750119534326135 0.024598895721030647 -0.0086351770730632629 0.0082344805236717906 0.014071603007404057 -0.0066025113629121727 0.022133707227506429 0.0042087992255863448
leaf_weight=76 56 94 79 99 65 61 1073 84 60 53 273 69 97 53 67
leaf_count=76 56 94 79 99 65 61 1073 84 60 53 273 69 97 53 67
internal_value=0 0.0138857 0.00454573 0.00391862 0.00433957 -0.00194156 0.00534982 0.002814 0.00457546 0.00846187 0.00548636 0.00336323 0.00273018 0.0143046 0.00772061
internal_weight=0 170 2189 2057 2001 277 1724 216 1625 386 326 1239 1170 132 132
internal_count=2359 170 2189 2057 2001 277 1724 216 1625 386 326 1239 1170 132 132
is_linear=0
shrinkage=0.16829


Tree=4254
num_leaves=11
num_cat=0
split_feature=10 374 13 484 52 484 1429 1429 376 40
split_gain=0.439979 0.267624 0.336244 0.318346 0.368582 0.348794 0.338888 0.449982 0.243824 0.344004
threshold=-0.089679999999999982 1.0000000180025095e-35 -0.43167499999999998 0.091180000000000011 -0.062629999999999977 0.085775000000000004 1.0000000180025095e-35 0.08759500000000002 0.083960000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -8 9 -4
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0094117385785295032 -0.0087900789198345503 0.016445662426801625 0.014753086493684802 0.00074695328005754439 0.018112644341106876 -0.0071277665551115945 0.021583862564847862 0.0018449353877150832 -0.0055526669887232104 0.0038894598977988657
leaf_weight=64 53 54 87 53 101 74 74 59 72 1668
leaf_count=64 53 54 87 53 101 74 74 59 72 1668
internal_value=0 0.00472614 0.00444294 0.00476431 0.0121478 0.0042044 0.00463316 0.012841 0.00403467 0.00442902
internal_weight=0 2295 2241 2188 154 2034 1960 133 1827 1755
internal_count=2359 2295 2241 2188 154 2034 1960 133 1827 1755
is_linear=0
shrinkage=0.16829


Tree=4255
num_leaves=26
num_cat=0
split_feature=3 15 15 10 3 52 16 49 13 49 52 0 160 3 3 52 49 133 3 52 50 52 15 0 133
split_gain=26.8097 7.25631 4.95436 4.8478 3.55075 2.374 1.50981 1.10675 1.36042 1.06065 1.32062 1.02261 0.943116 0.761935 0.690563 0.800629 0.542298 0.497091 0.476057 0.46074 0.455506 0.342023 0.366072 0.22985 0.178258
threshold=-0.06340999999999998 -0.24269999999999997 -0.24269999999999997 -1.0000000180025095e-35 0.20828500000000003 -0.092059999999999989 -0.43370499999999995 -0.047749999999999994 -0.080299999999999996 0.10895000000000001 0.047850000000000011 -0.079249999999999987 -0.060309999999999996 -0.0053599999999999993 -0.086049999999999988 0.085435000000000025 0.088750000000000009 -0.0059799999999999992 -0.084934999999999997 -0.0063349999999999995 0.089465000000000017 -0.53937999999999986 0.091570000000000012 -0.08397499999999998 -0.010174999999999998
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=2 6 -1 -3 5 -5 -2 8 -4 10 13 14 -13 -7 15 17 18 -9 -16 -19 21 -14 -23 -20 -17
right_child=1 3 7 4 -6 9 -8 11 -10 -11 -12 12 20 -15 16 24 -18 19 23 -21 -22 22 -24 -25 -26
leaf_value=0.00095069711831905846 0.00091208813263697044 0.00049251800624910524 0.0019594088231275988 0.0020226376750122036 0.00067238023310226035 0.001102383457660933 0.00024947331415012833 0.0025201494007337484 0.0012750217651293189 0.001000428325596063 0.0018516592043396013 0.0015825141090429044 0.0020866329220972724 0.0015461503586592779 0.0017372332014378208 0.0021134101749371113 0.0017713178841584306 0.0023424375007486124 0.0021302102199829333 0.0019900867713206704 0.0021723429816213791 0.0017336623713167024 0.0019897406845641986 0.0019650452772943883 0.0018721816562834706
leaf_weight=53 66 63 80 98 54 76 87 74 53 52 87 94 81 97 52 64 101 97 294 73 83 156 105 145 81
leaf_count=53 66 63 80 98 54 76 87 74 53 52 87 94 81 97 52 64 101 97 294 73 83 156 105 145 81
internal_value=0 0.00116855 0.00194488 0.00135226 0.00146892 0.00157374 0.000535537 0.00197713 0.00168695 0.00143263 0.00151893 0.00200283 0.00188361 0.0013514 0.00206587 0.00217488 0.00199419 0.00229121 0.00203996 0.00219134 0.00195012 0.00189609 0.00183682 0.00207574 0.0019789
internal_weight=0 680 1686 527 464 410 153 1633 133 312 260 1500 519 173 981 389 592 244 491 170 425 342 261 439 145
internal_count=2366 680 1686 527 464 410 153 1633 133 312 260 1500 519 173 981 389 592 244 491 170 425 342 261 439 145
is_linear=0
shrinkage=0.0032998


Tree=4256
num_leaves=9
num_cat=0
split_feature=2 2 49 41 160 456 151 12
split_gain=0.64927 0.450083 0.481859 0.464332 0.567919 0.425289 0.354968 0.391483
threshold=0.15020000000000003 -0.14847999999999997 -0.15031499999999998 0.083525000000000016 -0.54512499999999997 0.088285000000000016 0.093155000000000016 0.089045000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.019481865477284827 -0.0095509895322708933 -0.010303056200335114 -0.013002545937648071 0.018748314901210563 0.0015906853158335476 0.016828844115155849 0.017242492072340691 0.0064563613954711323
leaf_weight=56 96 63 53 64 1055 78 57 844
leaf_count=56 96 63 53 64 1055 78 57 844
internal_value=0 0.00457306 0.00419515 0.00462062 0.00418652 0.0046353 0.00414814 0.00375415
internal_weight=0 2270 2214 2151 2087 2034 1956 1899
internal_count=2366 2270 2214 2151 2087 2034 1956 1899
is_linear=0
shrinkage=0.16829


Tree=4257
num_leaves=17
num_cat=0
split_feature=9 2 1453 1 12 51 12 2 402 1 1 12 1 0 457 12
split_gain=0.585384 0.600865 0.772705 0.460343 0.575162 0.441446 0.529459 0.428923 0.384264 0.385853 0.379719 0.539737 0.369947 0.387745 0.32223 0.227743
threshold=-1.0000000180025095e-35 0.084095000000000017 -0.0067199999999999994 0.11000000000000001 0.094045000000000004 -0.22361999999999996 0.11769500000000001 0.084675000000000014 0.049895000000000002 0.07635500000000002 0.078015000000000015 1.0000000180025095e-35 0.086920000000000011 -0.073574999999999988 0.035070000000000011 0.088635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 -5 -4 7 -7 9 -2 14 -12 -11 15 -9 -14
right_child=1 2 5 4 -6 6 -8 10 -10 12 11 -13 13 -15 -16 -17
leaf_value=-0.011609142578448275 -0.0062117867928039652 0.018901562938919973 0.012362465606256387 0.030906253162566327 0.0072727034574980266 -0.012912670933036366 -0.014509604975088172 0.0029473539407071109 0.016598796942133821 0.018398701367060892 0.0012373335188165491 -0.012025370610284913 0.015211920718461011 -0.0072602633825103614 0.014626716486590223 0.0037363504607903727
leaf_weight=72 84 74 96 52 67 58 63 816 82 61 355 115 71 67 73 160
leaf_count=72 84 74 96 52 67 58 63 816 82 61 355 115 71 67 73 160
internal_value=0 0.00379601 0.00209297 0.00815659 0.0176151 0.00130259 0.00058398 0.00125631 0.00600925 0.00404505 0.00186234 -0.00200397 0.00644998 0.00399807 0.00390842 0.00727125
internal_weight=0 2294 1650 644 119 1576 1480 1417 525 443 1359 470 359 298 889 231
internal_count=2366 2294 1650 644 119 1576 1480 1417 525 443 1359 470 359 298 889 231
is_linear=0
shrinkage=0.16829


Tree=4258
num_leaves=11
num_cat=0
split_feature=1446 1447 9 1447 41 42 1453 133 401 484
split_gain=0.428118 0.454109 0.444922 0.369133 0.279595 0.377023 0.243997 0.235027 0.347142 0.25751
threshold=0.087090000000000015 -0.082869999999999985 -1.0000000180025095e-35 -0.085644999999999985 0.082735000000000017 0.13956000000000002 -0.0067199999999999994 -0.07218999999999999 0.082755000000000009 -0.059599999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 8 -8 -9
right_child=1 -3 3 4 -6 -7 7 9 -10 -11
leaf_value=-0.0096554416448511177 -0.018300749079909091 0.0010854130792345908 0.016089450614931333 0.012223634894551708 0.013555887623336699 -0.010849151501833989 0.0034618110405280336 -0.0049328087330730366 0.014961896045934351 0.0027656371452470536
leaf_weight=72 54 93 67 85 74 54 251 135 106 1375
leaf_count=72 54 93 67 85 74 54 251 135 106 1375
internal_value=0 -0.00602381 0.00335033 0.00378732 0.00339018 0.00301428 0.00339872 0.00299598 0.00688143 0.00207618
internal_weight=0 147 2219 2147 2080 2006 1952 1867 357 1510
internal_count=2366 147 2219 2147 2080 2006 1952 1867 357 1510
is_linear=0
shrinkage=0.16829


Tree=4259
num_leaves=20
num_cat=0
split_feature=1 47 4 2 12 1 15 12 12 39 4 16 457 1 484 12 49 2 133
split_gain=12.2237 2.53815 1.99277 1.65759 1.53889 1.90071 1.03382 1.02561 0.653164 0.603083 0.56324 0.637129 0.439194 0.542194 0.363787 0.296027 0.197475 0.122714 0.167975
threshold=0.11130500000000002 0.085505000000000012 0.30163500000000004 0.14823500000000003 -1.0000000180025095e-35 0.092655000000000015 -0.06784999999999998 0.092395000000000019 0.099815000000000015 0.087735000000000021 -0.49432999999999994 0.0055300000000000011 0.062030000000000009 0.093400000000000025 0.0038100000000000005 0.09141500000000001 0.099195000000000019 0.10866500000000003 0.048240000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 5 -1 9 -3 10 -2 -6 12 13 -12 15 -13 17 18 -10
right_child=1 7 -4 -5 8 -7 -8 -9 16 -11 11 14 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0012893470140387243 0.00056354548429882645 0.00070381401871984857 0.00059919207367920739 -4.1304269249266677e-05 0.0015390134987049013 0.00057288422241889782 0.00092755161505773129 0.0013200221060902303 0.00097297406575549061 0.00013253731202478292 0.0012974162713083996 0.0010513629353161374 0.0010699009970798565 0.0016002541389800837 0.00090823352873730507 0.0013099298055307749 0.00091666071783974166 0.0012692735696970127 0.0012177469439484483
leaf_weight=78 97 67 57 69 88 84 57 53 69 56 992 92 86 70 68 107 54 63 59
leaf_count=78 97 67 57 69 88 84 57 53 69 56 992 92 86 70 68 107 54 63 59
internal_value=0 0.000574759 0.00120839 0.000401942 0.00122655 0.000918065 0.000547747 0.000976266 0.00125512 0.000406021 0.00128101 0.00126494 0.0012989 0.00131741 0.00111879 0.00119057 0.00109613 0.00114669 0.00108607
internal_weight=0 399 1967 279 1910 162 210 120 1748 153 1503 1415 1148 1062 267 199 245 191 128
internal_count=2366 399 1967 279 1910 162 210 120 1748 153 1503 1415 1148 1062 267 199 245 191 128
is_linear=0
shrinkage=0.0032998


Tree=4260
num_leaves=16
num_cat=0
split_feature=1 47 4 124 4 1 457 1 15 15 15 133 11 1 13
split_gain=18.7452 3.77081 2.38147 2.03152 2.19359 1.16888 0.761202 2.45765 0.585515 0.585933 0.688477 0.425174 0.358802 0.358582 0.138772
threshold=0.11726500000000001 0.085505000000000012 0.30163500000000004 -0.076779999999999987 -0.47860499999999995 0.13702500000000004 0.035070000000000011 0.08617000000000001 -0.10981499999999998 0.082725000000000007 -0.0015749999999999998 0.09116500000000001 0.079300000000000009 0.10124500000000002 -0.062109999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 13 12 -2 8 -8 14 10 -10 -11 -5 -1 -6
right_child=1 -3 -4 4 6 -7 7 -9 9 11 -12 -13 -14 -15 -16
leaf_value=0.0011943485372151628 0.00050170621039840962 0.0010417359267667413 0.00088063404197248727 0.0020458262962020704 0.0015529970528361838 -2.25379281739616e-05 0.0015516277744025309 0.00064479583925728529 0.0014146208596684665 0.0015506096650970856 0.0011237375588876595 0.0013845197807158948 0.0016917537325482214 0.00081570348090732674 0.001772241774819097
leaf_weight=57 93 98 85 71 64 92 85 53 585 579 106 244 59 54 72
leaf_count=57 93 98 85 71 64 92 85 53 585 579 106 244 59 54 72
internal_value=0 0.000518287 0.00142281 0.00144551 0.00147066 0.000240811 0.00144049 0.00120361 0.00146028 0.00144148 0.00137005 0.00150141 0.0018854 0.00101046 0.00166933
internal_weight=0 283 2114 2029 1918 185 1788 138 1650 1514 691 823 130 111 136
internal_count=2397 283 2114 2029 1918 185 1788 138 1650 1514 691 823 130 111 136
is_linear=0
shrinkage=0.0032998


Tree=4261
num_leaves=25
num_cat=0
split_feature=1 1 3 12 4 1 4 12 13 1 1 0 12 15 4 1 1447 1 43 481 4 52 1429 1
split_gain=40.1374 6.74595 5.10366 4.27083 2.9291 2.42315 2.12599 1.55078 1.3489 0.991939 0.981972 1.37408 0.875333 0.717711 0.692398 0.669615 0.646888 0.538627 0.534298 0.526715 0.399809 0.3621 0.343022 0.452919
threshold=0.10892500000000001 0.14262000000000002 -0.049204999999999992 0.077755000000000005 -0.047714999999999987 0.096300000000000011 0.062150000000000004 0.091475000000000015 -0.0030199999999999997 0.089625000000000024 0.096515000000000004 -0.066849999999999979 -0.082514999999999991 -0.093124999999999986 0.053455000000000009 0.088595000000000021 -0.086059999999999984 0.091485000000000025 -0.043589999999999997 -0.064999999999999988 -0.068484999999999976 0.11110500000000002 0.084770000000000012 0.07635500000000002
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 6 4 15 13 -2 9 12 16 11 14 -4 -6 17 -1 -5 21 -13 -18 -12 -9 23 -21
right_child=1 -3 8 7 5 -7 -8 10 -10 -11 20 18 -14 -15 -16 -17 19 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0025536515147167953 0.0022563063990641207 0.00021120033559703119 0.0010423855796039628 0.0027210361112147393 0.0021479482533756393 0.0012149200638061496 0.0013925684911300468 0.0023676913112843151 0.0013200067873970511 0.0020205799772950836 0.0026416279583414996 0.0016035792497192281 0.00051704948958813772 0.0016619520525854375 0.0018552445312946554 0.0020304674925704794 0.0020954737978776629 0.0019325338182734325 0.0020099561444225722 0.0023650834787628974 0.0022264182973380734 0.0021049025636762117 0.0021391553527141298 0.0025822907582839223
leaf_weight=56 60 80 68 59 71 89 65 216 77 92 53 72 71 64 61 53 77 54 72 560 52 82 59 134
leaf_count=56 60 80 68 59 71 89 65 216 77 92 53 72 71 64 61 53 77 54 72 560 52 82 59 134
internal_value=0 0.00107411 0.00127645 0.00219647 0.00185513 0.00163869 0.00180744 0.00226563 0.000968999 0.00234928 0.00214162 0.002086 0.000774302 0.00191781 0.00218319 0.00229958 0.00238326 0.00223992 0.00180701 0.00235921 0.00243634 0.0022955 0.00238613 0.00240707
internal_weight=0 421 341 1976 333 224 125 1643 216 981 662 557 139 135 413 109 889 352 144 830 105 298 753 694
internal_count=2397 421 341 1976 333 224 125 1643 216 981 662 557 139 135 413 109 889 352 144 830 105 298 753 694
is_linear=0
shrinkage=0.0032998


Tree=4262
num_leaves=9
num_cat=0
split_feature=3 39 3 13 1428 11 10 3
split_gain=0.673367 0.435919 0.269471 0.26966 0.267759 0.390097 0.297896 0.260947
threshold=0.32329500000000005 0.11214000000000002 0.12991000000000003 0.26379000000000002 0.08653000000000001 0.090920000000000015 -0.010699999999999999 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.017725934929659789 -0.011983461857300377 -0.0090116252297878004 0.015959816894305291 0.017936254840570483 0.017162935159299803 -0.0089236546160369225 0.0058390699558243048 -0.0047553570904405222
leaf_weight=58 60 53 81 53 57 52 1915 68
leaf_count=58 60 53 81 53 57 52 1915 68
internal_value=0 0.00606263 0.00641321 0.00606139 0.00576782 0.00545663 0.00582389 0.00547487
internal_weight=0 2337 2284 2203 2150 2093 2041 1983
internal_count=2397 2337 2284 2203 2150 2093 2041 1983
is_linear=0
shrinkage=0.16829


Tree=4263
num_leaves=17
num_cat=0
split_feature=3 123 0 150 12 43 159 133 133 0 147 50 2 2 3 12
split_gain=0.465904 0.352989 0.301678 0.376739 0.285335 0.352512 0.263019 0.349602 0.254488 0.291063 0.257102 0.204558 0.472373 0.234288 0.427975 0.424268
threshold=0.32329500000000005 0.094395000000000021 -0.079854999999999995 0.079825000000000021 0.11721500000000001 0.092445000000000013 -0.092279999999999987 1.0000000180025095e-35 0.10864000000000001 -0.086764999999999995 0.089365000000000014 0.10861000000000003 0.08920500000000002 0.10575500000000002 0.0025650000000000004 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 -4 -8 10 -10 11 13 -13 15 -15 -1
right_child=-2 -3 3 -5 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 -17
leaf_value=0.0057621754683448122 -0.0099667673345466036 -0.0083927868332445196 0.017473293495088159 0.018564453097242126 -0.0042480062345124046 -0.0044750557513447906 0.011069947054662653 0.002625403290079922 0.0054760350649476945 -0.010950446733858848 -0.0063927142845568927 -0.01148399805613943 0.0092968091014795935 -0.0099698124230309139 0.0097327556519034488 0.020378018274625941
leaf_weight=929 60 54 86 84 62 62 326 243 56 67 58 64 60 69 57 60
leaf_count=929 60 54 86 84 62 62 326 243 56 67 58 64 60 69 57 60
internal_value=0 0.00504248 0.00536105 0.00784457 0.00668633 0.00763434 0.00878332 0.00746674 0.00385044 -0.00345712 0.00454483 0.00505829 -0.00141428 0.00577972 -0.00104249 0.0066507
internal_weight=0 2337 2283 863 779 717 655 569 1420 123 1297 1239 124 1115 126 989
internal_count=2397 2337 2283 863 779 717 655 569 1420 123 1297 1239 124 1115 126 989
is_linear=0
shrinkage=0.16829


Tree=4264
num_leaves=16
num_cat=0
split_feature=2 30 0 14 2 16 13 0 124 151 16 393 2 13 48
split_gain=11.4546 4.43639 2.49937 2.27505 1.77749 1.20277 1.11028 1.02036 0.857437 0.816506 0.896615 0.589052 0.587522 0.460547 0.398519
threshold=0.11891500000000001 0.086065000000000016 -0.12118 0.062655000000000016 0.17576500000000003 -0.015159999999999998 -0.067634999999999987 -0.084114999999999981 -0.076779999999999987 0.015440000000000001 -0.34140499999999996 0.08407000000000002 0.13290500000000002 0.031740000000000011 0.083570000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 6 -1 -2 -4 10 -10 13 -9 -12 -8
right_child=4 -3 8 -5 -6 -7 14 12 9 -11 11 -13 -14 -15 -16
leaf_value=0.00084629506465959045 0.00062059484174045504 0.00058514820935670858 0.0011754399372779635 0.0017878508292841627 0.00022615446365332459 0.0006356255385303874 0.0016068601607227967 0.0013355388500651091 0.0011735389808355376 0.0019531844725223023 0.0015889161230810214 0.0018418134923599205 0.00089439339578012314 0.0014246706217237641 0.0012086624237101812
leaf_weight=60 85 57 60 63 52 52 55 58 62 62 1283 90 78 223 57
leaf_count=60 85 57 60 63 52 52 55 58 62 62 1283 90 78 223 57
internal_value=0 0.00149431 0.00151936 0.00123302 0.000775972 0.00107682 0.00121 0.000905181 0.00156551 0.00157909 0.00156508 0.00158027 0.00108279 0.00156462 0.00140452
internal_weight=0 2124 2067 287 273 224 172 221 1780 1720 1658 1596 136 1506 112
internal_count=2397 2124 2067 287 273 224 172 221 1780 1720 1658 1596 136 1506 112
is_linear=0
shrinkage=0.0032998


Tree=4265
num_leaves=25
num_cat=0
split_feature=1 47 1 4 47 15 0 14 1 4 42 13 0 4 151 43 0 4 42 156 16 15 15 43
split_gain=21.9831 2.49434 2.34394 1.66977 2.04696 2.68333 1.87271 1.64721 1.30984 1.17279 0.882243 0.792542 1.05961 0.715411 0.669072 0.574033 0.513313 0.402488 0.481274 0.349776 0.434722 0.376284 0.308533 0.301885
threshold=0.11332500000000002 0.085505000000000012 0.089625000000000024 -0.17689999999999997 0.082095000000000015 0.0056700000000000006 -0.069389999999999993 -0.23083499999999998 0.13702500000000004 0.070595000000000005 0.11902500000000001 0.034905000000000012 -0.082234999999999989 -0.26545999999999997 -0.0083949999999999979 -0.038674999999999994 -0.079119999999999982 -0.0063999999999999986 0.079170000000000004 0.083125000000000018 -0.067914999999999989 -0.047584999999999995 -0.089964999999999976 -0.09799999999999999
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 7 10 -4 5 6 14 -2 22 -3 11 13 -13 -1 -5 -7 19 18 -18 20 -15 -21 -9 -14
right_child=1 9 3 4 -6 15 -8 8 -10 -11 -12 12 23 16 -16 -17 17 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0023432689504712849 0.0012614721378923228 0.0016946654480239607 0.0021097812612167885 0.0016050148441654774 0.0020073474812817354 0.0016087040035947246 0.00069496383002585734 0.0010131994683909103 0.00027055527911552997 0.0010096270525647582 0.0015327588120130485 0.0020708469906303294 0.0014000646518353098 0.0020216894267878391 0.0011780269411697576 0.0020327771971106979 0.0016538274556929691 0.0016037342286160925 0.00204035599015856 0.0023682187834445536 0.0018574306468749312 0.0020049368959146824 0.00066371413314554096 0.0017382373844615909
leaf_weight=55 57 58 80 91 101 69 52 57 72 52 61 68 66 502 73 73 55 71 104 53 282 82 55 54
leaf_count=55 57 58 80 91 101 69 52 57 72 52 61 68 66 502 73 73 55 71 104 53 282 82 55 54
internal_value=0 0.000958997 0.00185484 0.0016685 0.00159151 0.00147409 0.00124195 0.000770731 0.000618517 0.00137115 0.00192394 0.00194105 0.0017402 0.00197239 0.00141517 0.00182696 0.0019546 0.00181345 0.00190687 0.00198989 0.00196265 0.00214782 0.000841892 0.00155254
internal_weight=0 351 1992 539 459 358 216 241 184 110 1453 1392 188 1204 164 142 1149 230 159 919 784 135 112 120
internal_count=2343 351 1992 539 459 358 216 241 184 110 1453 1392 188 1204 164 142 1149 230 159 919 784 135 112 120
is_linear=0
shrinkage=0.0032998


Tree=4266
num_leaves=14
num_cat=0
split_feature=52 1 1 151 48 160 12 2 52 0 159 15 13
split_gain=0.644042 0.485717 0.577002 0.56261 0.539717 0.258702 0.224094 0.47216 0.58567 0.365194 0.392622 0.158184 0.149479
threshold=-0.55820499999999984 0.14763000000000001 0.11378500000000001 -0.11633499999999998 0.094925000000000023 -0.53327999999999987 1.0000000180025095e-35 0.074875000000000011 0.048675000000000003 -0.049464999999999988 0.082200000000000009 -0.45726999999999995 -0.066659999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 -5 7 -7 -9 10 -8 -4 -13
right_child=1 -3 4 5 -6 6 9 8 -10 -11 -12 12 -14
leaf_value=0.023844107473852908 0.020336866654028122 0.021541457375212011 0.0098696515187247768 -0.003101570023227705 -0.015149804935480798 -0.0087510954656454809 0.0062874204595727125 0.0025513820834673485 0.021832725737319734 0.018134183357819234 0.015438154236120065 0.0050374420121359082 -0.0054939369947710464
leaf_weight=64 90 61 66 73 59 73 1182 221 56 95 150 80 73
leaf_count=64 90 61 66 73 59 73 1182 221 56 95 150 80 73
internal_value=0 0.00671456 0.00630597 0.00733358 -0.000858658 0.00670002 0.00710369 0.00327902 0.0064559 0.0080405 0.00731926 0.00298326 9.23999e-07
internal_weight=0 2279 2218 1940 278 1850 1777 350 277 1427 1332 219 153
internal_count=2343 2279 2218 1940 278 1850 1777 350 277 1427 1332 219 153
is_linear=0
shrinkage=0.16829


Tree=4267
num_leaves=16
num_cat=0
split_feature=52 1 1 151 3 3 16 15 1 457 3 4 52 4 16
split_gain=0.448119 0.334839 0.401628 0.387557 0.232417 0.246265 0.218951 0.417448 0.538359 0.412252 0.309498 0.450548 0.320653 0.202395 0.134587
threshold=-0.56022499999999986 0.14763000000000001 0.11378500000000001 -0.11633499999999998 -0.0068249999999999986 0.12991000000000003 -0.095229999999999995 -0.14068999999999995 0.087455000000000019 0.084740000000000024 -0.0047649999999999993 -0.1075 -0.081804999999999989 0.098655000000000007 0.10246000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 14 -6 7 -5 13 10 11 -8 -12 -9 -4
right_child=1 -3 4 6 5 -7 9 8 -10 -11 12 -13 -14 -15 -16
leaf_value=0.020594809014178653 0.016914379847846009 0.017916249697495699 0.0074519970362506589 -0.0041079030273168532 -0.014910293842617602 9.6356452889851906e-05 -0.0058824988246330891 0.011052018197514073 0.022911150560013603 -0.0075550036858723245 0.0039215700478109601 0.0054713853120594387 0.020444023724620803 0.00055130403311150873 -0.0031213988962728464
leaf_weight=58 90 61 98 56 52 76 108 147 87 74 61 1168 74 81 52
leaf_count=58 90 61 98 56 52 76 108 147 87 74 61 1168 74 81 52
internal_value=0 0.00560313 0.00526459 0.00611947 -0.000713067 -0.00598606 0.00559504 0.00925694 0.0116386 0.00467897 0.00532186 0.00450899 0.0129916 0.00732938 0.00377458
internal_weight=0 2285 2224 1946 278 128 1856 371 315 1485 1411 1276 135 228 150
internal_count=2343 2285 2224 1946 278 128 1856 371 315 1485 1411 1276 135 228 150
is_linear=0
shrinkage=0.16829


Tree=4268
num_leaves=24
num_cat=0
split_feature=1 52 2 52 14 2 2 14 1 0 12 52 40 15 0 0 0 43 0 0 0 50 42
split_gain=48.6613 9.07753 6.48432 4.76408 2.45381 2.29218 5.16912 2.41925 2.07558 1.85962 1.38423 1.18542 0.862294 0.713628 0.631701 0.598015 0.589078 0.511308 0.792914 0.510555 0.383864 0.247282 0.219901
threshold=0.10141500000000002 -0.41304999999999997 0.099675000000000014 0.17829500000000004 0.062655000000000016 0.10472500000000001 -1.0000000180025095e-35 -0.23083499999999998 0.089625000000000024 0.036480000000000005 0.088835000000000011 0.033770000000000008 -0.075219999999999981 -0.073404999999999984 -0.064304999999999987 -0.037224999999999994 -0.079119999999999982 0.053790000000000011 -0.10653 -0.069074999999999984 -0.098179999999999976 0.089685000000000015 0.091435000000000002
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 -2 4 5 8 6 12 -7 15 11 -10 14 -3 20 -4 16 17 18 -1 -13 -9 -12 -18
right_child=1 3 9 -5 -6 7 -8 13 10 -11 21 19 -14 -15 -16 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0020210030840566739 0.0022299076688802534 0.0010378969525267887 0.0015912436467122198 0.0019177495266931852 0.0029810342417524692 0.0013082330438221542 0.0018884936719469319 0.00053746928068160009 0.0017040198768609181 0.0012702809120742156 0.0020859859517319331 0.0023699907267622977 0.00044617229619928152 0.00079941629675758916 0.0020396949108192164 0.0026954035693082619 0.0020464308963553351 0.0026208881375729609 0.0023995454820425121 0.0019349885168597738 0.00018227523784421847 0.0023462301668240901 0.0023177041941876363
leaf_weight=67 75 52 98 55 65 57 69 90 84 53 79 72 56 78 54 65 80 101 737 52 53 90 61
leaf_count=67 75 52 98 55 65 57 69 90 84 53 79 72 56 78 54 65 80 101 737 52 53 90 61
internal_value=0 0.00115764 0.00225648 0.000999886 0.00235273 0.000888858 0.00118267 0.000701663 0.00232276 0.00183833 0.00205202 0.00194728 0.000731403 0.000545058 0.00175079 0.00238439 0.00236503 0.0023963 0.00236804 0.00218785 0.00040607 0.00222479 0.00216404
internal_weight=0 585 1758 510 1429 455 177 278 1364 329 253 276 108 221 152 1111 1046 905 804 124 143 169 141
internal_count=2343 585 1758 510 1429 455 177 278 1364 329 253 276 108 221 152 1111 1046 905 804 124 143 169 141
is_linear=0
shrinkage=0.0032998


Tree=4269
num_leaves=12
num_cat=0
split_feature=48 4 393 10 1 157 47 1 51 1456 4
split_gain=0.378683 0.352718 0.459883 0.398809 0.362562 0.322556 0.277147 0.339709 0.395468 0.353085 0.122424
threshold=0.12118000000000002 -0.35136499999999998 0.096070000000000003 0.058500000000000003 0.14566000000000004 -0.0048549999999999991 0.10621500000000002 0.08776500000000001 0.10271500000000001 -0.065759999999999985 -0.50388999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 -1 7 9 -9 -3 -7
right_child=-2 2 -4 -5 -6 10 -8 8 -10 -11 -12
leaf_value=0.025319670610467988 -0.0052303142928495769 -0.0010111797852384566 0.019860454949960488 -0.0083767562729588178 0.020148712915806808 0.0033240833662506845 0.014817784455411919 0.00092262970106901405 0.016263578659266767 0.00807230749417325 0.014926568201440489
leaf_weight=53 75 136 69 54 52 52 94 566 52 1088 52
leaf_count=53 75 136 69 54 52 52 94 566 52 1088 52
internal_value=0 0.00691069 0.00633685 0.005879 0.00626713 0.0146151 0.00589335 0.00543695 0.00221636 0.00706156 0.0091426
internal_weight=0 2268 2111 2042 1988 157 1936 1842 618 1224 104
internal_count=2343 2268 2111 2042 1988 157 1936 1842 618 1224 104
is_linear=0
shrinkage=0.16829


Tree=4270
num_leaves=17
num_cat=0
split_feature=4 43 13 3 51 43 41 3 2 16 4 11 43 51 159 13
split_gain=0.421877 0.539525 0.511107 0.916024 0.39434 0.391236 0.333325 0.633765 0.333304 0.344218 0.515783 0.238476 0.392083 0.287499 0.191937 0.065218
threshold=-0.060264999999999992 0.10894500000000001 -0.42334499999999992 0.11745500000000002 0.10446500000000002 -0.16205499999999998 0.085095000000000018 -0.15078499999999997 0.13290500000000002 -0.41574999999999995 0.06301000000000001 1.0000000180025095e-35 0.060785000000000013 -0.092389999999999986 -0.021869999999999997 -0.020619999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 5 -1 7 -4 9 15 -11 12 13 -7 -15 -9
right_child=2 -3 3 -5 -6 11 -8 8 -10 10 -12 -13 -14 14 -16 -17
leaf_value=-0.0062866928235062189 0.019582510315315341 0.022059722222015472 -0.014389903744470326 -0.014178266447469135 0.019461467839144035 -0.0043888149703206081 0.016010949184978897 0.0098049170678610673 -0.0063685160887256911 0.0051623449298480581 -0.0070646556372057174 0.0163825768300657 -0.0079077514600898752 0.00060727896965061636 0.0093914407509447934 0.017351655715806765
leaf_weight=69 53 71 55 85 65 56 61 92 80 810 111 69 53 82 520 52
leaf_count=69 53 71 55 85 65 56 61 92 80 810 111 69 53 82 520 52
internal_value=0 0.00791686 0.00336678 0.00272693 0.00681627 0.00584603 0.00386789 0.00324912 0.00409797 0.00488588 0.00368678 0.00692161 0.00600094 0.00712397 0.00819791 0.0125426
internal_weight=0 985 1399 1346 914 849 1261 1200 1145 1065 921 780 711 658 602 144
internal_count=2384 985 1399 1346 914 849 1261 1200 1145 1065 921 780 711 658 602 144
is_linear=0
shrinkage=0.16829


Tree=4271
num_leaves=13
num_cat=0
split_feature=14 4 1211 16 49 4 51 128 12 3 12 3
split_gain=0.469982 0.377132 0.3563 0.342426 0.306499 0.422703 0.471755 0.373594 0.330391 0.337492 0.306073 0.214248
threshold=-0.31058999999999998 0.5137400000000002 0.087635000000000005 -0.080789999999999987 0.14321000000000003 -0.21586499999999997 1.0000000180025095e-35 0.088305000000000008 0.11512500000000002 0.11191000000000002 0.077755000000000005 -0.088654999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 10 8 9 -7 -2 -9
right_child=1 -3 3 -5 -6 7 -8 11 -10 -11 -12 -13
leaf_value=-0.0084747921148325168 -0.0027465267251688278 0.017445995470216535 0.022673203815709787 0.004260116756184356 -0.0063391280407566943 0.0029773532473554927 0.025622925760111031 0.0055929192338598525 0.013278871020028001 -0.0075077753647724088 0.013627463971691777 0.019208055418340163
leaf_weight=78 56 65 58 57 79 1556 52 68 83 92 76 64
leaf_count=78 56 65 58 57 79 1556 52 68 83 92 76 64
internal_value=0 0.00479972 0.00443211 0.0135623 0.0039374 0.00433488 0.0120341 0.00357349 0.00291403 0.00239093 0.00666731 0.0122078
internal_weight=0 2306 2241 115 2126 2047 184 1863 1731 1648 132 132
internal_count=2384 2306 2241 115 2126 2047 184 1863 1731 1648 132 132
is_linear=0
shrinkage=0.16829


Tree=4272
num_leaves=29
num_cat=0
split_feature=15 3 150 48 15 3 52 43 3 43 43 0 52 133 15 151 132 0 43 15 51 0 403 133 403 1209 133 52
split_gain=15.2836 6.48608 3.72478 2.46052 1.48419 2.02004 1.20537 1.19898 1.16237 1.0138 0.953538 0.851065 0.819722 0.760814 0.637597 0.504202 0.410288 0.464332 0.625714 0.450925 0.432042 0.330019 0.372672 0.501304 0.283692 0.236899 0.141127 0.0753483
threshold=-0.24042999999999998 -0.06340999999999998 0.085455000000000017 0.11454000000000002 0.03981500000000001 -0.14265999999999998 0.10898500000000001 -0.049364999999999992 0.10812000000000001 -0.051239999999999987 -0.116045 -0.10946999999999998 0.11297500000000001 0.086345000000000019 -0.031659999999999994 -0.078349999999999989 0.086775000000000005 0.11535000000000002 -0.081164999999999987 -0.10245999999999998 -0.085574999999999984 -0.082234999999999989 -0.0068949999999999992 -0.14525499999999997 -0.08569499999999998 0.091045000000000001 0.40788500000000005 0.40438500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 7 10 -6 9 13 11 -1 -2 -9 21 -3 -13 -4 17 18 20 -20 -12 22 24 -24 -7 26 -23 -14
right_child=1 2 15 -5 5 12 -8 8 -10 -11 16 14 27 -15 -16 -17 -18 -19 19 -21 -22 25 23 -25 -26 -27 -28 -29
leaf_value=0.00017383927016168259 0.0013362640503488611 0.0015653017140252984 0.00062776788085759227 0.00081060027399678324 0.0024829393404019549 0.0019317831567846331 0.0011131962276341746 0.0021559849877291711 0.0013181680196244171 0.00074664382583137221 0.0020378329346192651 0.0014150569689550113 0.001487037632571685 0.0010231043082899885 0.0019018926424227377 0.0010513301643963614 0.0014270761915691601 0.0019710569132667514 0.0018152410892513786 0.0015270462241928429 0.0017292406632481879 0.0017027340998983043 0.0020640052945860993 0.0016450274946782635 0.0022194194616517839 0.0019929101080727041 0.0018922593427272108 0.0016581103351773975
leaf_weight=53 93 58 65 52 52 98 55 63 62 93 67 55 69 56 65 59 60 71 78 269 209 213 52 82 65 52 59 59
leaf_count=53 93 58 65 52 52 98 55 63 62 93 67 55 69 56 65 59 60 71 78 269 209 213 52 82 65 52 59 59
internal_value=0 0.00164746 0.0013315 0.00148284 0.00175001 0.00185221 0.000696257 0.00158012 0.00171065 0.000538949 0.00165332 0.00184344 0.00180837 0.00129927 0.00167905 0.000829586 0.00169238 0.00171527 0.00168606 0.00159193 0.00180428 0.00185824 0.00193907 0.00180788 0.0020467 0.00178404 0.00174397 0.00156617
internal_weight=0 2183 535 411 1648 801 201 359 245 146 847 183 749 114 120 124 754 694 623 347 276 621 297 134 163 324 272 128
internal_count=2384 2183 535 411 1648 801 201 359 245 146 847 183 749 114 120 124 754 694 623 347 276 621 297 134 163 324 272 128
is_linear=0
shrinkage=0.0032998


Tree=4273
num_leaves=14
num_cat=0
split_feature=14 10 157 43 4 39 1 52 4 3 3 3 12
split_gain=0.365005 0.526619 0.391442 0.571125 0.338502 0.293875 0.399191 0.356128 0.325149 0.443831 0.441777 0.27206 0.189143
threshold=-0.31455999999999995 -0.074314999999999978 -0.07797999999999998 -0.085154999999999995 -0.039459999999999995 0.081875000000000017 0.12895500000000001 -0.084674999999999986 -0.49269499999999994 0.12178000000000001 -0.15002999999999997 -0.082304999999999975 -0.09168999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 8 -7 -4 10 -10 -6 -9
right_child=1 2 5 4 11 7 -8 12 9 -11 -12 -13 -14
leaf_value=-0.006680525819700904 0.019620873156524426 -0.013398547635881896 0.016497267265869555 0.014292313547858338 0.0074377806794392008 0.011385863386875045 0.019349811797365665 -0.012403492496576055 -0.0046137901800875694 -0.0094168501995719016 0.0065765071318839938 -0.008450945524505921 -2.9267249071688444e-05
leaf_weight=75 70 78 77 59 56 53 64 56 107 56 1472 67 94
leaf_count=75 70 78 77 59 56 53 64 56 107 56 1472 67 94
internal_value=0 0.00523876 0.00478832 -0.00134516 0.00381071 0.00559504 0.00628844 -0.000462542 0.00579912 0.00529419 0.00581707 -0.00120245 -0.00466096
internal_weight=0 2309 2239 260 182 1979 1776 203 1712 1635 1579 123 150
internal_count=2384 2309 2239 260 182 1979 1776 203 1712 1635 1579 123 150
is_linear=0
shrinkage=0.16829


Tree=4274
num_leaves=22
num_cat=0
split_feature=2 39 133 151 0 0 10 3 474 484 1213 2 1 2 1 16 150 3 12 3 159
split_gain=0.273192 0.353825 0.352793 0.333125 0.415672 0.733069 0.292575 0.428426 0.519896 0.464651 0.363347 0.350468 0.668727 0.888615 0.264587 0.227118 0.21832 0.247514 0.269418 0.205345 0.0964037
threshold=0.087610000000000007 0.098905000000000007 -0.24124499999999996 -0.086824999999999986 -0.22607999999999998 -0.14151499999999997 -0.010699999999999999 -0.081224999999999978 0.085295000000000024 -0.081554999999999989 -0.0074849999999999995 0.082885000000000014 0.092550000000000007 -1.0000000180025095e-35 0.099450000000000011 -0.011989999999999999 0.083205000000000015 0.11191000000000002 0.085845000000000019 -0.087244999999999975 -0.025079999999999995
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=2 3 -1 14 -5 -6 -4 8 9 -8 19 12 -9 -14 -2 -12 17 18 -7 -11 -15
right_child=1 -3 6 4 5 16 7 11 -10 10 15 -13 13 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.019574311140635625 0.0025362135774082742 -0.0096833680640157453 0.017414815465745158 -0.010287866394105857 0.018426583936872302 -0.0050794730756626976 -0.0038584906033884434 -0.015479122585526953 -0.0072575675497750756 -1.1663951966777776e-05 0.011713691420434725 0.01049233025831567 -0.013350777095897761 0.0041453039822956618 -0.012868323891552727 0.02221227313051622 0.011543216311371915 0.011897402259674977 0.0030566808995016914 0.011733017030873769 0.013270119925105437
leaf_weight=52 63 65 54 55 100 139 68 81 61 101 215 74 68 52 63 81 83 73 672 72 92
leaf_count=52 63 65 54 55 100 139 68 81 61 101 215 74 68 52 63 81 83 73 672 72 92
internal_value=0 0.00241517 0.00604032 0.00304675 0.00396904 0.00470562 0.00534791 0.0046708 0.00744875 0.00912264 0.0110086 0.000139448 -0.00246914 0.00249318 -0.0051518 0.0145927 0.00328484 0.00250741 0.00165998 0.00486591 0.00998752
internal_weight=0 1313 1071 1248 1122 1067 1019 965 598 537 469 367 293 212 126 296 967 884 811 173 144
internal_count=2384 1313 1071 1248 1122 1067 1019 965 598 537 469 367 293 212 126 296 967 884 811 173 144
is_linear=0
shrinkage=0.16829


Tree=4275
num_leaves=10
num_cat=0
split_feature=3 14 49 15 4 4 3 43 16
split_gain=0.645253 0.612392 0.607054 0.554375 0.305211 0.523309 0.437423 0.288317 0.178153
threshold=0.31370500000000007 -0.10708499999999999 -0.15031499999999998 -0.40312499999999996 -0.37626499999999991 -0.1075 0.11372500000000001 -0.23269999999999999 0.26799500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 -6 7 -7 -5
right_child=-2 2 3 4 5 6 -8 -9 -10
leaf_value=0.017275380612692324 -0.01150864953525851 -0.013456913316997126 -0.011291572555560658 0.018057269190891602 -0.0093169429615580796 0.013514627161329699 -0.010406391403169936 0.0039264429063463127 0.0063154989964270582
leaf_weight=88 84 62 70 63 88 94 58 1671 89
leaf_count=88 84 62 70 63 88 94 58 1671 89
internal_value=0 0.00350555 0.00295269 0.00343051 0.00393092 0.00335228 0.00396483 0.00443811 0.011194
internal_weight=0 2283 2195 2133 2063 1911 1823 1765 152
internal_count=2367 2283 2195 2133 2063 1911 1823 1765 152
is_linear=0
shrinkage=0.16829


Tree=4276
num_leaves=13
num_cat=0
split_feature=1 14 124 49 12 49 160 12 4 130 1209 4
split_gain=0.585462 0.347143 0.36528 0.330809 0.288524 0.35124 0.516365 0.289217 0.211828 0.198244 0.198689 0.131734
threshold=0.14262000000000002 -1.0000000180025095e-35 -0.087569999999999995 -0.15031499999999998 0.083885000000000015 -0.062709999999999974 0.038795000000000003 -0.086449999999999985 -0.37626499999999991 0.10887000000000001 0.087100000000000025 -0.0086449999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 11 7 -7 -6 10 -10 -5
right_child=-2 2 3 4 8 6 -8 -9 9 -11 -12 -13
leaf_value=0.012737488805672787 -0.011154694965632489 0.016484104316264157 -0.011049755933642009 0.013585654564209244 0.012502762985820023 -0.011611895618483543 -0.017201997246677387 0.0014296216544269775 0.0034063955760981991 0.012664211283287071 -0.0044066557393429972 0.0019438524659096794
leaf_weight=99 86 52 52 54 74 57 62 310 1304 61 99 57
leaf_count=99 86 52 52 54 74 57 62 310 1304 61 99 57
internal_value=0 0.00298623 0.00254298 0.00220179 0.00253426 -0.000809632 -0.00299585 -0.000591005 0.00370949 0.0032638 0.0028538 0.00762362
internal_weight=0 2281 2182 2130 2078 540 429 367 1538 1464 1403 111
internal_count=2367 2281 2182 2130 2078 540 429 367 1538 1464 1403 111
is_linear=0
shrinkage=0.16829


Tree=4277
num_leaves=22
num_cat=0
split_feature=1 15 51 151 1213 403 4 40 15 16 474 156 1 2 49 0 40 2 2 51 12
split_gain=0.40506 0.354522 0.662595 0.412774 0.331962 0.332198 0.320225 0.378072 0.326272 0.472112 0.288561 0.552382 0.406138 0.472827 0.208726 0.192457 0.416671 0.248449 0.210977 0.173338 0.114209
threshold=0.14262000000000002 -0.025694999999999999 0.10664000000000001 0.055020000000000006 0.12428000000000002 -0.53317999999999988 -0.00045499999999999995 -0.0067649999999999993 -0.094269999999999979 0.26676500000000009 0.085020000000000012 0.087400000000000019 0.10354000000000001 0.10136500000000002 -0.046979999999999987 -0.086824999999999986 -0.0089699999999999988 0.11543000000000002 0.10364000000000001 -1.0000000180025095e-35 0.09697500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 5 -3 7 -1 -9 19 12 -12 13 -7 -8 16 -16 20 -18 -10 -17
right_child=-2 2 -4 -5 -6 10 14 8 9 -11 11 -13 -14 -15 15 17 18 -19 -20 -21 -22
leaf_value=0.01965098972146059 -0.009277474651993238 -0.011018505145077743 -0.016952206371662684 0.018511954422107596 0.01254322792574456 0.0020513286931137542 -0.00626190742772196 -0.0034861796344157997 0.020693798717309825 -0.0030121492662358788 0.0053723134500680524 -0.016908752996958747 -0.008935704161939383 0.013998896977305294 -0.0071169133811256682 -0.00088264591019774025 0.012823146911376272 0.0061291142715552555 0.0017726800938395115 0.0093755792744351796 -0.011302311270173919
leaf_weight=63 86 64 58 59 72 767 85 86 60 70 61 65 81 107 57 61 143 79 75 109 59
leaf_count=63 86 64 58 59 72 767 85 86 60 70 61 65 81 107 57 61 143 79 75 109 59
internal_value=0 0.00248408 0.000618827 0.0048463 0.00145771 0.000759057 0.00399301 0.00770855 0.00538802 0.00858877 0.001458 -0.00610763 0.00245807 0.00351607 0.00141085 0.00279055 0.00567635 -0.00118833 0.00902962 0.0134045 -0.00602062
internal_weight=0 2281 1275 1006 1217 1145 947 388 325 239 1081 126 955 874 559 474 275 199 218 169 120
internal_count=2367 2281 1275 1006 1217 1145 947 388 325 239 1081 126 955 874 559 474 275 199 218 169 120
is_linear=0
shrinkage=0.16829


Tree=4278
num_leaves=20
num_cat=0
split_feature=1 1 47 1 2 2 150 2 16 16 123 130 157 157 475 150 16 50 133
split_gain=20.1974 3.87664 2.34503 1.64248 1.29221 1.22697 1.17091 0.785438 0.742405 1.35587 0.627226 0.550956 0.477783 0.510257 0.511482 0.47043 0.433928 0.218907 0.215183
threshold=0.10752500000000002 0.14262000000000002 0.085505000000000012 0.092860000000000012 0.13631000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.12358500000000001 0.31615500000000002 -0.014034999999999997 0.083275000000000016 -0.050984999999999996 -0.085154999999999995 -0.080544999999999992 -0.082549999999999998 0.082965000000000025 -0.38959499999999997 0.088895000000000016 0.085835000000000009
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 7 10 -4 8 11 9 17 16 -1 18 -14 -15 -16 -2 -5 -13
right_child=1 -3 5 6 -6 -7 -8 -9 -10 -11 -12 12 13 14 15 -17 -18 -19 -20
leaf_value=0.0017191538180273168 0.00060744665152347751 2.7583309529827335e-06 0.001475299899600603 0.0012580459587368978 0.00014703821704543354 0.00079437181595254445 0.00082720583254116298 0.0010677593060261044 0.0016267530480525729 0.00077699838832850617 0.00042417441098093671 0.0017743713651245932 0.001128068713349565 0.0017474966477979148 0.0014485889018761083 0.0011653116439757335 0.00099341082524937374 0.0015482827182600085 0.001497565157289282
leaf_weight=91 52 86 64 61 54 53 74 56 59 57 54 69 58 60 1149 69 84 57 60
leaf_count=91 52 86 64 61 54 53 74 56 59 57 54 69 58 60 1149 69 84 57 60
internal_value=0 0.000632771 0.00078276 0.00141174 0.000598299 0.00116715 0.00119031 0.00145402 0.00130498 0.0011963 0.000726366 0.0014679 0.00145227 0.00143355 0.00144738 0.00143257 0.000846095 0.00139854 0.0016459
internal_weight=0 447 361 1920 244 117 308 1612 234 175 190 1556 1465 1336 1278 1218 136 118 129
internal_count=2367 447 361 1920 244 117 308 1612 234 175 190 1556 1465 1336 1278 1218 136 118 129
is_linear=0
shrinkage=0.0032998


Tree=4279
num_leaves=16
num_cat=0
split_feature=4 2 2 2 151 13 15 1446 124 15 13 4 157 4 160
split_gain=23.8358 8.16584 4.19946 3.18858 1.7464 1.59644 0.91647 0.664744 0.660435 0.631808 0.909293 0.780812 0.587207 0.595808 0.0645541
threshold=0.30163500000000004 0.13733000000000004 -0.007134999999999999 0.10188000000000001 -0.04886999999999999 -1.0000000180025095e-35 -0.15614499999999998 0.088500000000000009 -0.058514999999999991 0.046165000000000005 0.053240000000000003 0.032965000000000001 -0.085709999999999995 -0.080429999999999988 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 8 -4 12 -2 10 11 -6 14 -14 -8
right_child=5 -3 3 4 9 -7 7 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.00083024192032152863 0.0005510505689313676 0.00056483168331223613 0.0021123394022063502 0.00079293409494187665 0.0010549420849297342 0.00079003710595039293 0.0018054284495367997 0.00195289323666712 8.8744036182380852e-05 0.0017452669454121673 0.0016823283252485389 0.0014794548435901316 0.0017261408998956729 0.001580009457213601 0.0019766962109920069
leaf_weight=76 52 88 54 53 104 101 63 88 96 61 74 88 496 821 52
leaf_count=76 52 88 54 53 104 101 63 88 96 61 74 88 496 821 52
internal_value=0 0.00154954 0.0015922 0.00162182 0.00135007 0.000470033 0.00168741 0.00167229 0.000251414 0.00144026 0.00137018 0.00124969 0.00165502 0.00163507 0.00188318
internal_weight=0 2118 2030 1954 380 249 1574 1520 148 327 266 192 1432 1317 115
internal_count=2367 2118 2030 1954 380 249 1574 1520 148 327 266 192 1432 1317 115
is_linear=0
shrinkage=0.0032998


Tree=4280
num_leaves=20
num_cat=0
split_feature=401 0 4 4 2 2 42 13 403 3 13 4 160 160 1212 3 3 401 401
split_gain=0.34201 0.645021 0.451003 0.432627 0.483611 0.428159 0.323855 0.538774 0.87016 0.412665 0.394167 0.512719 0.314068 0.482624 0.3041 0.376413 0.281073 0.155589 0.379555
threshold=0.080190000000000011 -0.077084999999999987 0.51224500000000017 -0.47860499999999995 -0.087244999999999975 0.09857500000000001 0.085790000000000019 -0.085164999999999977 -0.0076149999999999994 -0.079864999999999978 -0.088589999999999988 -0.00096999999999999983 0.091625000000000026 0.11224000000000002 0.087685000000000013 -0.082844999999999988 -0.085044999999999996 0.11061500000000002 0.093690000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 3 5 -5 -1 10 8 -8 -10 11 -6 16 -14 15 -9 -12 18 -2
right_child=1 -3 -4 4 6 -7 7 14 9 -11 12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.025463685986426638 0.0088140392554038761 -0.018291541604216508 0.017679519453353203 -0.010981555594673106 -0.01688967412124608 0.0055504824621696001 0.032361055708082023 0.013702872976745667 -0.00047493247066625257 0.016900650243254187 -0.00094246456605860587 0.0039974510650897773 0.023393788507716173 0.0010604551279438221 -0.007841369699033757 0.0028399390920009391 0.005200867082914765 0.010653206563774668 -0.010539293295773624
leaf_weight=53 60 53 75 61 65 73 55 119 82 73 378 68 54 56 54 378 476 52 55
leaf_count=53 60 53 75 61 65 73 55 119 82 73 378 68 54 56 54 378 476 52 55
internal_value=0 -0.0021114 0.00485434 0.0043831 0.00375461 0.0139409 0.00423938 0.00690823 0.0141651 0.00769682 0.00238633 -0.00619703 0.00357241 0.0120404 0.00413921 0.00544454 0.00247958 0.00301286 -0.00042628
internal_weight=0 220 2120 2045 1919 126 1858 761 210 155 1097 133 964 110 551 497 854 167 115
internal_count=2340 220 2120 2045 1919 126 1858 761 210 155 1097 133 964 110 551 497 854 167 115
is_linear=0
shrinkage=0.16829


Tree=4281
num_leaves=24
num_cat=0
split_feature=1 123 3 3 1 16 156 10 13 0 1 160 16 3 0 0 0 150 3 16 0 13 13
split_gain=44.6443 4.10957 3.76391 1.53013 1.38783 1.28279 0.901544 0.726684 0.705077 0.544643 0.720077 0.697977 0.447456 0.441354 0.589233 0.354996 0.317316 0.263101 0.251527 0.250709 0.194796 0.186603 0.0201731
threshold=0.10752500000000002 1.0000000180025095e-35 -0.06340999999999998 -0.072579999999999992 0.11695500000000002 0.23993500000000004 0.090310000000000015 -0.005834999999999999 -0.0024349999999999992 -0.079249999999999987 0.09202500000000001 -0.057984999999999988 -0.079464999999999994 0.095555000000000015 -0.068484999999999976 0.12358500000000001 -0.069389999999999993 0.10389500000000002 -0.079519999999999993 -0.039889999999999988 -0.080634999999999984 -0.28558999999999996 -0.026084999999999997
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=1 3 5 9 -4 -2 13 -6 21 10 17 -11 -13 14 19 16 -14 18 20 22 -1 -9 -5
right_child=2 -3 4 6 7 -7 -8 8 -10 11 -12 12 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0023519241013860068 0.0012131737901660711 0.0014280019822468521 0.0011873721759395742 0.0020979361764491438 0.00036498793517944034 0.0018491249963890379 0.0024308428475233266 0.00052359835265434096 0.0010951618994056306 0.0018565046464961599 0.0019275245944638296 0.0019608123773799707 0.0022329927195517563 0.001735773382551555 0.0017873389190801137 0.0020204801678475352 0.002475675625791293 0.0021056311152215707 0.0021856263589230215 0.0022986455589252119 0.0025693530302727638 0.00078901226310076043 0.0019911462950758497
leaf_weight=698 81 76 91 60 53 61 54 59 61 68 52 61 162 72 79 52 99 56 100 66 52 59 68
leaf_count=698 81 76 91 60 53 61 54 59 61 68 52 61 162 72 79 52 99 56 100 66 52 59 68
internal_value=0 0.00218092 0.00103854 0.00221271 0.00084144 0.00148661 0.00203158 0.000705599 0.000806253 0.00226431 0.00230908 0.00216718 0.00222357 0.00196899 0.00203037 0.00227467 0.00232518 0.00233094 0.00234574 0.00212915 0.00236705 0.000656604 0.00204148
internal_weight=0 1875 465 1799 323 142 399 232 179 1400 958 442 374 345 273 313 261 906 850 194 750 118 128
internal_count=2340 1875 465 1799 323 142 399 232 179 1400 958 442 374 345 273 313 261 906 850 194 750 118 128
is_linear=0
shrinkage=0.0032998


Tree=4282
num_leaves=15
num_cat=0
split_feature=157 13 3 3 40 12 2 12 2 3 13 2 13 1
split_gain=0.301513 0.293142 0.475508 0.709336 0.469403 0.381456 0.356602 0.293674 0.379851 0.326141 0.180121 0.29644 0.225414 0.147388
threshold=-0.15034999999999996 0.0019650000000000002 -0.14906999999999998 -0.10122999999999999 -1.0000000180025095e-35 0.083825000000000024 -0.079939999999999983 -0.10236499999999998 0.14530500000000005 0.12991000000000003 0.071660000000000015 0.087505000000000013 0.10575500000000002 0.076010000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 -5 -8 9 -9 11 -7 -12 -14
right_child=1 4 3 6 5 10 7 8 -10 -11 12 -13 13 -15
leaf_value=-0.0049635674990882754 0.020714570036564097 0.01639850140581665 -0.012804271809181672 -0.0066390565929455286 -0.01360956671475339 -0.012996309720874155 0.018262838768675675 0.0064162302804740999 -0.00645892112329376 0.018033933824249969 0.013769036333317712 0.0029543855536730739 0.0062750032438200721 -0.0057407177463223756
leaf_weight=82 63 52 56 57 55 52 62 1462 62 72 58 90 65 52
leaf_count=82 63 52 56 57 55 52 62 1462 62 72 58 90 65 52
internal_value=0 0.00541382 0.00633608 0.00582358 0.00142039 -0.000668497 0.00643288 0.00688336 0.00644017 0.00696269 0.00157113 -0.00287406 0.00518835 0.000919327
internal_weight=0 2258 1834 1771 424 372 1715 1658 1596 1534 317 142 175 117
internal_count=2340 2258 1834 1771 424 372 1715 1658 1596 1534 317 142 175 117
is_linear=0
shrinkage=0.16829


Tree=4283
num_leaves=20
num_cat=0
split_feature=1 39 4 12 147 15 159 48 12 4 15 150 49 15 4 15 43 1212 15
split_gain=33.3198 3.77453 3.26182 2.5907 1.99805 1.06916 1.07522 0.947359 1.05728 0.93744 0.809062 0.650388 0.594181 0.822008 0.555602 0.507697 0.435132 0.316376 0.372986
threshold=0.10752500000000002 0.081875000000000017 0.27287000000000006 0.085090000000000013 0.087350000000000025 -0.41606999999999994 0.10607000000000001 0.10184000000000001 0.091325000000000003 -0.44205499999999992 -0.077809999999999976 0.081245000000000026 0.082865000000000008 -0.074959999999999985 -0.00096999999999999983 -0.024814999999999997 -0.076554999999999984 0.091580000000000009 0.090125000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 7 6 -4 8 9 -1 -2 14 17 -14 -11 -13 -5 18 -10
right_child=2 -3 5 16 -6 -7 -8 -9 12 11 -12 15 13 -15 -16 -17 -18 -19 -20
leaf_value=0.002175728440535582 0.00029336312556533622 0.0010277645550511633 0.0007859308965187928 0.0010957308589621176 0.0010456866614033647 8.3992513657501371e-05 0.0001914461210421632 0.0013541915708587711 0.0018217514965152136 0.0017421867239549285 0.00082337277316951707 0.0012825877410038997 0.0016229731958781633 0.0011179021443522225 0.0019517234072428454 0.0017373357047309149 0.0015206765355463023 0.00145540721387271 0.0016113213453664457
leaf_weight=62 52 103 84 54 53 87 55 84 166 685 80 54 89 59 177 55 53 69 219
leaf_count=62 52 103 84 54 53 87 55 84 166 685 80 54 89 59 177 55 53 69 219
internal_value=0 0.00164274 0.00065582 0.000924668 0.00167846 0.000371352 0.000550957 0.00169795 0.00171559 0.00177996 0.000614848 0.00175466 0.00160507 0.00142187 0.00178525 0.00151237 0.00130655 0.00166472 0.00170214
internal_weight=0 1875 465 239 1772 226 139 1719 1635 1033 132 971 602 148 862 109 107 454 385
internal_count=2340 1875 465 239 1772 226 139 1719 1635 1033 132 971 602 148 862 109 107 454 385
is_linear=0
shrinkage=0.0032998


Tree=4284
num_leaves=11
num_cat=0
split_feature=9 10 148 159 1455 159 3 2 159 42
split_gain=0.424572 0.433503 0.230092 0.217939 0.307378 0.301544 0.308904 0.430075 0.29416 0.245173
threshold=0.091600000000000015 -0.074314999999999978 -0.079184999999999992 -0.4516099999999999 0.090900000000000022 0.10579500000000001 0.11372500000000001 0.11693000000000002 0.11672 -0.093464999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 9 -8 -7 -5
right_child=-2 2 3 4 -6 8 7 -9 -10 -11
leaf_value=0.019113923185696127 -0.0097034270168358631 -0.0040813374080757997 -0.0030841711988221407 0.011477313854254878 0.018572977592890599 -0.01190040524363609 0.025355288045420366 0.0052986128364463656 0.0042982409864972225 0.0048807414708765288
leaf_weight=66 52 72 79 178 53 53 55 68 79 1585
leaf_count=66 52 72 79 178 53 53 55 68 79 1585
internal_value=0 0.00566276 0.00526241 0.00557615 0.00590738 0.00557384 0.00611833 0.0142817 -0.00219215 0.00554778
internal_weight=0 2288 2222 2150 2071 2018 1886 123 132 1763
internal_count=2340 2288 2222 2150 2071 2018 1886 123 132 1763
is_linear=0
shrinkage=0.16829


Tree=4285
num_leaves=20
num_cat=0
split_feature=1 52 1 0 0 4 4 52 2 4 0 41 483 52 1 0 52 4 2
split_gain=34.8774 5.95608 3.29056 2.56925 2.50572 1.86238 1.48636 1.1029 1.09018 0.878077 0.67288 0.669276 0.627633 0.41632 0.400729 0.487802 0.55389 0.37756 0.282568
threshold=0.10491000000000002 -0.26738999999999996 0.12500000000000003 -0.12118 -0.060199999999999997 0.50373500000000015 0.043850000000000007 0.0029250000000000005 0.10188000000000001 -0.087839999999999988 -0.084184999999999996 0.075585000000000013 -0.095084999999999989 0.086400000000000018 0.092415000000000011 -0.14310999999999999 0.28251000000000009 -0.066099999999999978 0.13775000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 18 8 10 11 -10 -8 12 -1 -11 15 -14 -17 -16 -4
right_child=1 2 5 4 -6 -7 7 -9 9 13 -12 -13 14 -15 17 16 -18 -19 -20
leaf_value=0.0023662448935491201 0.0019462512752441493 0.00069574960933350527 0.0010034038421632805 0.0016939918153273932 0.00081580323883838758 0.00018701317995905458 0.0013819239637162112 0.0019981325485805019 0.0014772982619438871 0.0017387823790437314 0.0018497544284213781 0.0023896900313749763 0.002331299964151567 0.0021180084129903969 0.0020415249446289942 0.0020311476784556802 0.0017515204758676752 0.0016984360687341017 0.00065777924983180405
leaf_weight=55 62 102 53 97 56 91 98 97 72 63 52 56 55 67 61 962 86 88 52
leaf_count=55 62 102 53 97 56 91 98 97 72 63 52 56 55 67 61 962 86 88 52
internal_value=0 0.000986844 0.000854873 0.00110211 0.00137279 0.000533029 0.00196162 0.00172269 0.0019993 0.00177171 0.00154434 0.00203301 0.0020177 0.0019345 0.00200236 0.00202438 0.00200823 0.00183913 0.000832573
internal_weight=0 513 451 255 153 196 1812 247 1565 202 150 1363 1307 130 1252 1103 1048 149 105
internal_count=2325 513 451 255 153 196 1812 247 1565 202 150 1363 1307 130 1252 1103 1048 149 105
is_linear=0
shrinkage=0.0032998


Tree=4286
num_leaves=14
num_cat=0
split_feature=0 11 0 1452 159 475 160 13 1375 0 0 2 159
split_gain=0.76145 0.447249 0.442359 0.386278 0.334143 0.505539 0.522195 0.410978 0.328632 0.504814 0.353492 0.310889 0.15973
threshold=0.12445000000000002 1.0000000180025095e-35 -0.10803999999999998 0.086765000000000023 0.030370000000000005 -0.073994999999999991 -0.10994 -0.0024349999999999992 -0.096099999999999977 -0.22384499999999996 -0.14032999999999998 -0.045829999999999989 0.107895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -6 -7 12 -1 -10 -11 -12 -8
right_child=-2 2 -4 -5 5 6 7 -9 9 10 11 -13 -14
leaf_value=-0.0066027683971072943 -0.010464433327064929 0.024819642809352387 0.0066629334355618056 0.017164726905763983 -0.013240700289790555 -0.009686626059918893 -0.0018322587566900108 0.018334568836645696 0.021877435126314952 -0.0045535018226441001 0.019649936415479279 0.0063833769177531266 0.0094812638169209686
leaf_weight=53 77 73 80 83 61 64 90 69 61 81 52 1423 58
leaf_count=53 77 73 80 83 61 64 90 69 61 81 52 1423 58
internal_value=0 0.00654657 0.0153377 0.00590369 0.00543825 0.000639986 0.00365963 0.00760413 0.00641981 0.00684776 0.0062574 0.0068523 0.00258928
internal_weight=0 2248 153 2095 2012 342 281 217 1670 1617 1556 1475 148
internal_count=2325 2248 153 2095 2012 342 281 217 1670 1617 1556 1475 148
is_linear=0
shrinkage=0.16829


Tree=4287
num_leaves=20
num_cat=0
split_feature=4 12 2 12 2 4 15 11 0 0 4 2 15 0 13 3 483 3 4
split_gain=12.4543 5.73937 2.44739 1.3178 0.947822 1.15834 1.65505 0.932286 1.65577 1.26771 0.903619 0.645404 0.56229 0.459889 0.443197 0.442125 0.333038 0.290213 0.181923
threshold=0.36766000000000004 0.054520000000000006 0.10859000000000001 0.11721500000000001 -0.0091949999999999983 -0.062804999999999986 -0.091734999999999983 1.0000000180025095e-35 -0.077914999999999984 -0.097414999999999988 0.59999500000000017 0.11500500000000001 -0.41606999999999994 -0.060199999999999997 0.0019650000000000002 0.149315 0.087605000000000002 -0.080464999999999995 -0.076344999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 -6 -7 9 -9 17 11 -2 -13 14 16 -4 -11 -3 -16
right_child=10 3 15 -5 5 6 -8 8 -10 13 -12 12 -14 -15 18 -17 -18 -19 -20
leaf_value=0.00094319441359315989 0.0010562582700217441 0.0010662417730944835 0.00094420458335021007 0.0012008092339666405 0.0017434690542575144 0.0015569627099913149 0.00086351503363652274 0.0023223857353872677 0.0015505093237915494 0.0016774155411800741 0.00035354707068228301 0.000907502853390442 0.000433547974646787 0.0013994608871154912 0.0015868092879453856 0.00055707741010405467 0.0014886394368403499 0.001416359670514777 0.00135465627185706
leaf_weight=56 78 54 84 91 81 86 67 54 70 956 58 53 57 102 74 53 118 52 81
leaf_count=56 78 54 84 91 81 86 67 54 70 956 58 53 57 102 74 53 118 52 81
internal_value=0 0.00150013 0.0011588 0.00158833 0.00133069 0.00142327 0.00125353 0.0016109 0.00188693 0.00158706 0.000714673 0.000825896 0.000662228 0.00161481 0.00163265 0.000794697 0.00165671 0.00123833 0.00146572
internal_weight=0 2079 427 1652 290 234 153 1561 124 1437 246 188 110 1331 1229 137 1074 106 155
internal_count=2325 2079 427 1652 290 234 153 1561 124 1437 246 188 110 1331 1229 137 1074 106 155
is_linear=0
shrinkage=0.0032998


Tree=4288
num_leaves=14
num_cat=0
split_feature=4 1375 1212 1212 11 11 4 147 4 4 483 4 43
split_gain=0.463108 0.300413 0.326724 0.410516 0.261745 0.481203 0.26993 0.250658 0.300416 0.355096 0.262258 0.211116 0.226103
threshold=0.59999500000000017 -0.14438999999999999 1.0000000180025095e-35 0.086860000000000007 1.0000000180025095e-35 0.085155000000000022 -0.095209999999999975 0.092780000000000015 0.50373500000000015 0.27834500000000006 -0.095084999999999989 -0.082304999999999975 -0.0072149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 -6 -7 8 9 10 -3 -5 -13
right_child=-2 2 3 11 5 6 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.0061885837138662388 -0.0087791504221021357 0.016629921889633841 -0.012169172831077532 -0.0018122129443755232 0.02580017434406244 -0.0013065385153161837 0.015571423257632335 0.018206206108254325 -0.0039323572702136614 0.020079704669485634 0.0060777405763183107 0.017249072496445209 0.0029691833121706481
leaf_weight=52 58 70 52 90 61 54 53 54 74 57 1519 53 78
leaf_count=52 58 70 52 90 61 54 53 54 74 57 1519 53 78
internal_value=0 0.00643718 0.0067344 0.00127511 0.00750093 0.0138604 0.00703678 0.00689767 0.00654159 0.00701356 0.00654373 0.0044466 0.00876026
internal_weight=0 2267 2215 273 1942 168 107 1774 1720 1646 1589 221 131
internal_count=2325 2267 2215 273 1942 168 107 1774 1720 1646 1589 221 131
is_linear=0
shrinkage=0.16829


Tree=4289
num_leaves=22
num_cat=0
split_feature=1 12 43 10 1 42 1212 160 43 475 160 402 15 3 42 1 48 15 3 42 1
split_gain=0.366746 0.39395 0.3156 0.938453 0.412652 0.27392 0.318406 0.52592 0.376505 0.297793 0.435297 0.353934 0.267711 0.377253 0.247508 0.217577 0.209031 0.186565 0.195413 0.144907 0.0095787
threshold=0.10439500000000002 -0.06202499999999999 0.055170000000000004 -1.0000000180025095e-35 0.13148500000000005 0.10458000000000002 1.0000000180025095e-35 -0.012309999999999998 -0.0022599999999999994 -0.085684999999999997 -0.0061249999999999994 -0.014954999999999998 -0.096114999999999992 0.094285000000000008 0.12011500000000001 0.12180500000000001 0.086165000000000005 -0.10245999999999998 -0.029309999999999996 -0.04825999999999999 0.13840500000000003
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 -1 3 -2 15 6 9 -8 19 10 -3 -11 16 -14 -7 17 -13 -5 -19 -9 -6
right_child=2 5 -4 4 20 14 7 8 -10 11 -12 12 13 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.016970883258867617 -0.0182935872964037 0.023137091330566437 0.013145162387247011 0.0090271897904998163 0.013566000693135669 0.017997796570080608 -0.014484878408681548 0.0026119255743539908 -0.0073683206515684227 0.015021895047609722 0.0027218673681529489 0.018055867784224352 0.0041108682191659286 -0.01023851923028281 0.0042959955703899535 -0.01019139917407429 0.0051443077879101658 0.0039385846893162397 -0.007687563608191385 0.014030794662821226 0.01012446243893746
leaf_weight=91 70 66 55 70 52 91 59 58 59 95 54 66 900 55 64 53 78 90 75 70 54
leaf_count=91 70 66 55 70 52 91 59 58 59 95 54 66 900 55 64 53 78 90 75 70 54
internal_value=0 0.00617093 0.00109065 -0.000334354 0.00285181 0.00559682 0.00492449 -0.000625589 0.00373752 0.00596492 0.0139652 0.00515936 0.00430519 0.00328258 0.0123519 -0.000446316 0.0110746 0.00174387 -0.00133514 0.00887066 0.0118297
internal_weight=0 1806 519 464 394 1715 1560 246 187 1314 120 1194 1099 955 155 288 144 235 165 128 106
internal_count=2325 1806 519 464 394 1715 1560 246 187 1314 120 1194 1099 955 155 288 144 235 165 128 106
is_linear=0
shrinkage=0.16829


Tree=4290
num_leaves=17
num_cat=0
split_feature=1 4 1452 3 16 16 4 13 1210 16 13 43 133 52 0 13
split_gain=0.740598 0.446728 0.407208 0.331344 0.460236 0.810717 0.24739 0.376565 0.222911 0.242584 0.43663 0.688436 0.402385 0.401381 0.340527 0.256679
threshold=0.14787500000000001 0.51743500000000009 0.096800000000000011 -0.0088599999999999981 0.066275000000000014 -0.014034999999999997 0.26450500000000005 -0.09113499999999998 -0.095909999999999981 0.062910000000000008 -0.057284999999999996 -0.07088499999999999 0.087425000000000017 -0.090234999999999996 -0.094314999999999996 -0.036584999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 7 -5 -1 13 12 -12 -11 15 -15 -10
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 -17
leaf_value=-0.0055736474475769062 -0.015455459412555512 0.01909124284531977 0.018320887995013128 -0.0067876273543589355 0.0089537339583371286 -0.02372077559890837 -0.0081405049565257109 0.010539318873029472 0.0078544528655284957 0.014208644884188527 -0.017377675932664545 0.0036000847322896282 -0.0025060668896273544 -0.0010245964093150896 0.0059424584438935255 0.023585288613055776
leaf_weight=64 57 54 52 59 92 52 77 89 67 92 76 106 73 244 1060 53
leaf_count=64 57 54 52 59 92 52 77 89 67 92 76 106 73 244 1060 53
internal_value=0 0.00395675 0.0035937 0.00324542 -0.00135238 -0.00478183 -0.000396842 0.00361982 0.00417096 0.00452413 0.000528419 -0.00514999 0.00680276 0.00549654 0.00463743 0.0148172
internal_weight=0 2310 2256 2204 369 277 225 148 1835 1771 347 182 165 1424 1304 120
internal_count=2367 2310 2256 2204 369 277 225 148 1835 1771 347 182 165 1424 1304 120
is_linear=0
shrinkage=0.16829


Tree=4291
num_leaves=22
num_cat=0
split_feature=1 1 47 123 4 4 39 4 4 48 43 151 157 157 43 158 1 4 48 4 43
split_gain=45.5228 9.08843 4.32828 4.24605 4.15222 2.70498 1.39229 0.96981 0.752075 0.673252 0.880625 0.564813 0.599074 0.767563 0.464811 0.414394 0.343326 0.0807356 0.0633154 0.0206535 0.0560037
threshold=0.10538500000000002 0.14262000000000002 0.085505000000000012 1.0000000180025095e-35 -0.048624999999999995 0.053255000000000004 0.087735000000000021 0.13072500000000004 0.05864500000000001 0.088875000000000023 -0.37529499999999999 -0.086769999999999986 -0.082259999999999986 -0.074759999999999979 -0.08231999999999999 0.080695000000000003 0.078015000000000015 0.49433000000000005 0.10227500000000002 0.15891500000000003 -0.023454999999999997
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 4 5 -2 9 7 -6 -4 10 -1 -12 14 -14 -13 19 18 -9 -11 20 -7
right_child=1 -3 8 -5 6 15 -8 17 -10 16 11 12 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0032416156349388799 0.0024255090648940781 0.00064817256310760007 0.0026438907924836524 0.001985083447414581 0.0012779195840815635 0.0023048846996641175 0.001048329648777744 0.0018914939753607188 0.0021205278485324224 0.0028246724910374181 0.0025698366983233317 0.0028509176072224812 0.0024416781996015858 0.0028532425032704741 0.0032575303460556514 0.0026896108950608417 0.0024052671975579821 0.0016966776812451891 0.0026454243417265051 0.0022831350886548651 0.0024755016218101786
leaf_weight=64 57 84 56 75 65 55 72 52 67 57 81 58 53 1080 71 56 52 54 53 53 52
leaf_count=64 57 84 56 75 65 55 72 52 67 57 81 58 53 1080 71 56 52 54 53 53 52
internal_value=0 0.00164024 0.00183717 0.00275587 0.00162306 0.00278823 0.00143469 0.00159716 0.00235909 0.00283603 0.00285952 0.00284129 0.00285868 0.00283402 0.00307499 0.00244086 0.00263184 0.00179258 0.00273863 0.00235357 0.00238813
internal_weight=0 507 423 1860 300 1785 243 171 123 1569 1407 1343 1262 1133 129 216 162 106 110 160 107
internal_count=2367 507 423 1860 300 1785 243 171 123 1569 1407 1343 1262 1133 129 216 162 106 110 160 107
is_linear=0
shrinkage=0.0032998


Tree=4292
num_leaves=14
num_cat=0
split_feature=3 51 157 0 151 51 43 12 157 393 484 4 13
split_gain=0.332465 0.317498 0.294809 0.387244 0.473886 0.285302 0.267268 0.251514 0.241871 0.26236 0.175719 0.125969 0.0944645
threshold=0.25468500000000005 0.11381000000000001 -0.082259999999999986 -0.22607999999999998 0.084350000000000008 0.095820000000000016 -0.077274999999999996 0.092755000000000018 -0.00052499999999999986 0.083525000000000016 1.0000000180025095e-35 -0.0065299999999999993 -0.43167499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 8 10 -3 11 -10 -1 -5 -2
right_child=12 7 3 4 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.01275087822474257 0.00075430132222394271 0.018973943717424929 -0.0071471936109786891 -0.0050356085904506576 0.020128619719439973 -0.0075509613378517207 0.02031711396424498 0.0047966136157992292 0.0047448854091571005 0.013925824855531729 -0.00017407506965565772 0.0043148685886065701 -0.0093123290376018065
leaf_weight=63 52 84 81 104 55 56 62 62 1478 94 56 67 53
leaf_count=63 52 84 81 104 55 56 62 62 1478 94 56 67 53
internal_value=0 0.00536802 0.00484295 0.00423393 0.00473213 0.00426043 0.0113437 0.0129657 0.00464094 0.00529502 0.00665345 -0.00136146 -0.00430984
internal_weight=0 2262 2116 1935 1854 1799 181 146 1743 1572 119 171 105
internal_count=2367 2262 2116 1935 1854 1799 181 146 1743 1572 119 171 105
is_linear=0
shrinkage=0.16829


Tree=4293
num_leaves=14
num_cat=0
split_feature=1 49 1452 49 49 15 15 15 3 16 49 151 15
split_gain=0.573343 0.266906 0.268188 0.286503 0.362523 0.284087 0.393662 0.282079 0.242925 0.445605 0.284684 0.242198 0.183821
threshold=0.14787500000000001 -0.15378499999999998 0.087755000000000014 -0.0097399999999999987 -0.053904999999999988 -0.4680149999999999 -0.40312499999999996 -0.091149999999999995 -0.083414999999999975 -0.011859999999999997 0.14321000000000003 -0.0071249999999999985 -0.04174499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -5 -7 -3 9 -8 -10 -9 -6
right_child=-2 2 -4 5 12 6 8 11 10 -11 -12 -13 -14
leaf_value=0.015903735826293831 -0.012558122660330698 -0.0069419149618237443 0.014066507210557794 0.015526285554959015 -0.0013098843645918822 -0.0094790775667657548 0.010550031189020884 0.01244181443578325 0.003734582370337062 0.0018647659734090901 -0.0089167904580351471 -0.0018718644004575308 -0.015130332935134451
leaf_weight=57 57 54 76 66 52 57 427 93 989 276 53 52 58
leaf_count=57 57 54 76 66 52 57 427 93 989 276 53 52 58
internal_value=0 0.00451933 0.00423052 0.00388631 -0.000855593 0.00467167 0.00427311 0.00342359 0.00472335 0.00714272 0.00308936 0.00729624 -0.00861336
internal_weight=0 2310 2253 2177 309 1868 1802 199 1745 703 1042 145 110
internal_count=2367 2310 2253 2177 309 1868 1802 199 1745 703 1042 145 110
is_linear=0
shrinkage=0.16829


Tree=4294
num_leaves=23
num_cat=0
split_feature=1 1 16 123 52 14 4 47 1 0 0 50 1447 151 43 0 42 52 1 16 4 4
split_gain=59.391 13.4892 7.54403 3.18841 2.59277 2.16037 1.88498 1.48357 1.3661 1.18673 1.06641 0.685565 0.626695 0.606506 0.521161 0.450594 0.399224 0.405817 0.310689 0.215834 0.257937 0.121081
threshold=0.10141500000000002 0.13429500000000003 0.12292000000000002 1.0000000180025095e-35 0.12398000000000002 0.062655000000000016 0.0063250000000000008 0.078345000000000012 0.14787500000000001 -0.077639999999999987 -0.10417499999999999 0.10883000000000001 -0.085709999999999995 -0.039414999999999999 -0.084059999999999982 -0.10803999999999998 0.11457500000000002 -0.14198999999999998 0.11249000000000002 -0.026164999999999997 0.06707500000000001 -0.14538499999999996
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 4 5 7 6 9 13 -3 10 -1 12 -12 -2 -11 -8 17 -16 -15 20 -17 -4
right_child=1 8 21 -5 -6 -7 15 -9 -10 14 11 -13 -14 18 16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0016634950075398061 0.0003641132055479374 0.00020678770938059089 0.0019577074758214161 0.0012256100281455684 0.0014615965576893434 0.0026169816121068201 0.0019692888914296385 0.0011472933921621705 -0.00043211497128501199 0.0016863905459913631 0.0025254268820110743 0.0018761613250375172 0.0021538414660415752 0.00055501833673752133 0.001813130071009081 0.0019110090762043616 0.0017532276484296888 0.0021268956918995266 0.00091004969839219977 0.0015335839846228455 0.0015889729281965621 0.0017278426394115585
leaf_weight=53 90 101 58 55 61 67 80 63 57 92 54 93 787 55 64 62 71 168 54 78 52 52
leaf_count=53 90 101 58 55 61 67 80 63 57 92 54 93 787 55 64 62 71 168 54 78 52 52
internal_value=0 0.000801585 0.00110273 0.00200932 0.000848349 0.00203435 0.00201073 0.000705435 -2.34795e-05 0.00206029 0.00212178 0.00214775 0.00217774 0.000565374 0.00190656 0.00175874 0.0019733 0.00204049 0.000731229 0.00167083 0.00176442 0.00184936
internal_weight=0 591 433 1776 323 1721 1654 262 158 1382 987 934 841 199 395 272 303 232 109 192 114 110
internal_count=2367 591 433 1776 323 1721 1654 262 158 1382 987 934 841 199 395 272 303 232 109 192 114 110
is_linear=0
shrinkage=0.0032998


Tree=4295
num_leaves=24
num_cat=0
split_feature=1 52 2 39 2 2 2 14 1 42 1 52 0 13 159 52 480 0 13 52 13 42 13
split_gain=31.1622 6.11988 4.43245 3.18041 2.79333 3.89348 2.1051 2.10114 1.40317 0.589751 0.533257 0.810262 0.533839 0.468995 0.393262 0.364293 0.338637 0.255065 0.209679 0.198004 0.190993 0.157957 0.0584842
threshold=0.10538500000000002 -0.40809499999999993 0.14823500000000003 0.081875000000000017 -0.007134999999999999 1.0000000180025095e-35 0.098365000000000022 0.054835000000000009 0.093205000000000024 0.090775000000000008 0.088985000000000022 0.40945500000000007 -0.090889999999999985 0.0015850000000000003 -0.018164999999999997 0.074235000000000009 0.086995000000000017 -0.076539999999999983 -0.091559999999999989 -0.41304999999999997 -1.0000000180025095e-35 -0.034284999999999989 -0.077944999999999987
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 4 6 -3 -6 7 10 -5 20 11 14 -12 15 16 19 -1 22 -16 -8 -7 -15 -14
right_child=1 2 -4 8 5 9 13 -9 -10 -11 12 -13 17 21 18 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0024442458326259155 0.0020152184611899166 0.00049390172892350818 0.00016892461036941908 0.0017702528626011337 0.0018553965850026876 0.00093140620902781163 0.0019068729399445894 0.0026533648792319378 0.0010048557511234148 0.00065717360638964893 0.0015898489983667177 0.0016718936031635127 0.001970472698917381 0.0016968349156346607 0.0021913984009329828 0.0020179961789925567 0.0020862050173581699 0.0018073091078341327 0.0020268103694058878 0.001652533447712657 0.0011706053477665436 0.0014463621212868717 0.0021307489011304806
leaf_weight=55 59 80 78 53 72 67 55 59 52 52 56 60 58 65 101 85 66 78 794 98 86 53 64
leaf_count=55 59 80 78 53 72 67 55 59 52 52 56 60 58 65 101 85 66 78 794 98 86 53 64
internal_value=0 0.00101748 0.000882074 0.00195044 0.00103779 0.00119474 0.00198401 0.00204211 0.00139153 0.000962535 0.00201501 0.00204758 0.00187798 0.00175688 0.00206973 0.00184213 0.00224924 0.00195848 0.00204542 0.00174419 0.00106609 0.00158463 0.00205484
internal_weight=0 494 435 1852 357 277 1747 1391 105 205 1332 1076 256 356 1016 238 121 200 895 153 153 118 122
internal_count=2346 494 435 1852 357 277 1747 1391 105 205 1332 1076 256 356 1016 238 121 200 895 153 153 118 122
is_linear=0
shrinkage=0.0032998


Tree=4296
num_leaves=26
num_cat=0
split_feature=1 3 1 16 3 40 16 3 13 157 1 16 15 155 13 13 16 13 15 133 481 1 1 13 47
split_gain=34.9669 9.13784 4.42797 2.94413 2.69358 2.38454 1.97959 1.4814 1.12432 1.05856 0.941749 0.734744 0.742542 0.716129 0.701033 0.542437 0.506092 0.598165 0.498553 0.404715 0.638397 0.338678 0.319589 0.26998 0.234338
threshold=0.10141500000000002 -0.055389999999999988 0.14699000000000004 -0.075434999999999988 0.085315000000000016 -0.03549999999999999 0.0060650000000000009 0.30835000000000007 -0.079299999999999995 -0.0091799999999999989 0.090965000000000004 -0.48186499999999993 -0.058234999999999988 0.084785000000000013 -0.077849999999999989 -0.014825 0.23993500000000004 -0.00038499999999999998 0.09167500000000002 0.11269500000000002 -0.0087899999999999975 0.073870000000000005 0.11846000000000002 -0.050754999999999995 0.081320000000000017
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 3 4 -2 8 -1 10 -6 -3 21 11 -7 15 -5 -11 24 -16 -18 -12 20 -14 -8 -10 -21 -13
right_child=1 2 -4 13 7 6 9 -9 22 14 18 12 19 -15 16 -17 17 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.001708741150258912 0.0012855597237038617 0.001260796819602155 0.00010847284321522609 0.0019338430970158003 0.0017313480548732034 0.0027523375223286422 0.0021712260761033724 0.0010406244810979744 0.0008400889227497526 0.002252001409792169 0.0019148084762797865 0.0022418974085457524 0.0027696267435326745 0.0024104145219269496 0.0020534385564695756 0.0020089898295730505 0.0019741184945871325 0.0014928511352953829 0.0023108172029129097 0.0020709405683067236 0.0024112180659136961 0.0025476675433819271 0.00048465130641556209 0.002369923494122103 0.002505318800755974
leaf_weight=83 66 52 52 86 92 55 57 54 59 70 80 142 61 59 90 97 54 61 64 59 610 52 53 84 54
leaf_count=83 66 52 52 86 92 55 57 54 59 70 80 142 61 59 90 97 54 61 64 59 610 52 53 84 54
internal_value=0 0.00131865 0.0010003 0.00186466 0.00114978 0.00225649 0.00228337 0.00147612 0.000859047 0.0020743 0.00234482 0.00237623 0.00235752 0.002128 0.00196444 0.00221358 0.00186608 0.00171914 0.00209106 0.00240928 0.00244385 0.00235114 0.000672205 0.00224681 0.00231465
internal_weight=0 573 362 211 310 1773 1690 146 164 384 1306 1162 1107 145 275 293 205 115 144 814 671 109 112 143 196
internal_count=2346 573 362 211 310 1773 1690 146 164 384 1306 1162 1107 145 275 293 205 115 144 814 671 109 112 143 196
is_linear=0
shrinkage=0.0032998


Tree=4297
num_leaves=15
num_cat=0
split_feature=4 40 3 1446 41 12 48 3 4 3 484 12 123 12
split_gain=1.11053 0.500458 0.472755 0.423148 0.634522 0.35975 0.31604 0.333371 0.605493 0.699664 0.308472 0.312383 0.230193 0.0867415
threshold=0.30163500000000004 -0.08440499999999998 0.13772500000000001 0.090300000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.023659999999999997 -0.0035149999999999995 0.0099250000000000015 0.10323000000000002 0.085845000000000019 0.054520000000000006 0.084445000000000006 0.086505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 12 -3 10 9 -9 11 -8 -2 -12
right_child=2 3 -4 -5 -6 -7 7 8 -10 -11 13 -13 -14 -15
leaf_value=-0.0051805982490248483 0.01256331961219361 -6.7145723270940435e-05 -0.016650393501071635 -0.0011313535195488801 0.02427680817462673 -0.010456905633240976 -0.00044943941520151243 0.02064418343251688 0.032099402172128366 -0.002840070383828306 0.02092189102254053 0.0091138990914207251 -0.0014840418327820139 0.012309374356694007
leaf_weight=67 69 93 55 99 86 54 104 87 52 61 71 1320 63 65
leaf_count=67 69 93 55 99 86 54 104 87 52 61 71 1320 63 65
internal_value=0 0.00911335 -0.00294136 0.00958415 0.0101322 0.00110273 0.00947474 0.00997996 0.0164598 0.0109527 0.00914805 0.00841419 0.00584529 0.0168188
internal_weight=0 2105 241 2038 1939 186 1853 1760 200 148 1560 1424 132 136
internal_count=2346 2105 241 2038 1939 186 1853 1760 200 148 1560 1424 132 136
is_linear=0
shrinkage=0.16829


Tree=4298
num_leaves=19
num_cat=0
split_feature=3 15 40 34 3 52 160 3 13 15 13 1 13 42 52 50 3 133
split_gain=0.766062 0.423386 0.391383 0.438279 0.326943 0.499573 0.306688 0.24658 0.424803 0.249995 0.233975 0.589166 0.398837 0.415098 0.215786 0.207772 0.155455 0.141966
threshold=0.32329500000000005 0.086195000000000008 -0.08440499999999998 -1.0000000180025095e-35 -0.15956499999999998 -0.0093349999999999978 -0.023114999999999997 -0.080634999999999984 -0.050754999999999995 0.092725000000000016 -0.09219999999999999 0.088415000000000007 -0.088494999999999976 0.10017000000000002 0.40438500000000005 0.087995000000000004 -0.065464999999999982 -0.019454999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 14 8 -8 -9 11 -6 -12 -14 -3 17 -11 -10
right_child=-2 6 3 4 10 -7 7 9 15 16 12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.006030190259937257 -0.012540331529873642 0.025068817932297063 0.020289485124065133 0.0061080979273463306 0.020613411473279438 -0.015235513810500839 -0.0038376297462719487 0.022452102862873396 0.013543736984697302 0.0054537193658201885 -0.0083126750722382625 0.00049819691494534053 0.0071316299842814545 -0.0050132872091489351 0.010687197872292354 0.018505254368991409 0.015900752047675805 0.0027459430370575934
leaf_weight=78 58 64 60 77 99 52 91 60 54 99 56 71 1061 86 56 58 69 97
leaf_count=78 58 64 60 77 99 52 91 60 54 99 56 71 1061 86 56 58 69 97
internal_value=0 0.0070335 0.00559219 0.00617372 0.00560864 -0.0024816 0.0106785 0.00892648 0.00574532 0.0131043 0.00637007 0.0122229 0.00554149 0.00621946 0.0183724 0.00992639 0.00975516 0.0066193
internal_weight=0 2288 1640 1562 1502 129 648 528 300 228 1373 170 1203 1147 120 209 168 151
internal_count=2346 2288 1640 1562 1502 129 648 528 300 228 1373 170 1203 1147 120 209 168 151
is_linear=0
shrinkage=0.16829


Tree=4299
num_leaves=11
num_cat=0
split_feature=10 1209 14 41 132 12 16 43 12 48
split_gain=0.718991 0.354869 0.310792 0.475839 0.295386 0.41136 0.278653 0.207561 0.40412 0.268888
threshold=-0.092019999999999977 0.082105000000000011 0.076175000000000007 0.077565000000000009 0.10240500000000001 0.11512500000000002 -0.080029999999999976 0.0054600000000000004 0.085945000000000008 -0.023659999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -3 9 -9 -2
right_child=1 6 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.013736529475853724 -0.0023008436250714481 0.0057012037205107875 0.016412116701295186 -0.009051852979999853 -0.004063621616600256 0.016469492669660635 0.021021884959005463 -0.012368943565835877 0.0042565513008111485 0.0066207670798878529
leaf_weight=54 102 61 70 66 88 99 76 52 203 1475
leaf_count=54 102 61 70 66 88 99 76 52 203 1475
internal_value=0 0.00590025 0.00537093 0.00499938 0.0054596 0.00589452 0.0142134 0.00532208 0.000859209 0.00604258
internal_weight=0 2292 2155 2085 2019 1931 137 1832 255 1577
internal_count=2346 2292 2155 2085 2019 1931 137 1832 255 1577
is_linear=0
shrinkage=0.16829


Tree=4300
num_leaves=23
num_cat=0
split_feature=4 3 3 43 4 48 12 3 11 3 0 43 13 0 52 48 16 13 3 3 52 4
split_gain=34.8314 10.4551 5.31729 4.70339 2.15204 2.00824 1.60132 1.55901 1.38667 2.2645 1.65668 1.1774 2.22754 0.743438 0.561949 0.601106 0.533964 0.510566 0.330322 0.307764 0.304494 0.154795
threshold=0.30163500000000004 -0.065259999999999999 0.20828500000000003 -0.04009999999999999 -0.38908499999999996 0.091150000000000023 0.10321000000000001 -0.14070999999999997 1.0000000180025095e-35 -0.11128999999999999 0.040035000000000008 -0.070049999999999987 -0.07150999999999999 -0.10023499999999998 0.084105000000000013 0.083570000000000019 0.0055300000000000011 -0.011834999999999998 -0.082454999999999987 -1.0000000180025095e-35 -0.025069999999999999 0.0063250000000000008
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 6 3 5 -5 17 8 -2 9 -1 -10 -9 -13 -11 15 19 20 -3 -8 -6 -15 -18
right_child=7 2 -4 4 14 -7 18 11 10 13 -12 12 -14 16 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0017380999988809496 0.0013484790443627388 0.0019465644539864624 0.00083321310107130711 0.0027531361606241652 0.0018930559316680292 0.00093428369912379905 0.0018109970829321735 0.00038045916176617547 0.0030649039233419037 0.0019997734406358037 0.0022620455831748247 0.00046175468827362265 0.0013551943025634169 0.0025617262654614916 0.0023129179532848498 0.0016334331608677786 0.0022773829253926996 0.0015175529366485807 0.0021413394927820859 0.0022333049860307516 0.0023813034518323094 0.0020727463483568827
leaf_weight=70 58 54 58 54 63 53 70 68 62 64 52 59 63 123 55 54 193 72 67 58 826 57
leaf_count=70 58 54 58 54 63 53 70 68 62 64 52 59 63 123 55 54 193 72 67 58 826 57
internal_value=0 0.00218195 0.00177617 0.00189421 0.00215852 0.00147467 0.0023154 0.000874232 0.00234781 0.00231775 0.002699 0.000729276 0.00092341 0.00234985 0.00201876 0.00192611 0.0023685 0.00170169 0.00197281 0.00205644 0.00240473 0.00223087
internal_weight=0 2105 521 463 284 179 1584 248 1447 1333 114 190 122 1263 230 175 1199 126 137 121 949 250
internal_count=2353 2105 521 463 284 179 1584 248 1447 1333 114 190 122 1263 230 175 1199 126 137 121 949 250
is_linear=0
shrinkage=0.0032998


Tree=4301
num_leaves=21
num_cat=0
split_feature=151 2 484 13 13 0 16 15 16 484 156 0 4 2 15 16 4 15 160 0
split_gain=0.615521 0.683842 0.664811 0.635467 0.49377 0.999625 0.414086 0.474154 0.594364 0.403359 0.53047 0.332032 0.340877 0.374671 0.330018 0.270406 0.357942 0.190519 0.183792 0.136965
threshold=0.084990000000000024 0.10045500000000002 0.11182500000000002 0.17001000000000002 -0.089189999999999978 -0.11208499999999998 -0.0092499999999999978 -0.075694999999999985 0.51148500000000008 -0.009859999999999999 0.091335000000000013 0.0037850000000000002 0.0015850000000000003 0.084095000000000017 -0.052259999999999994 -0.072729999999999975 -0.066099999999999978 -0.036064999999999993 0.055845000000000006 -0.082454999999999987
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 2 9 4 5 -3 17 -8 -9 15 11 12 13 -11 -14 -1 -17 19 -18 -6
right_child=-2 3 -4 -5 6 -7 7 8 -10 10 -12 -13 14 -15 -16 16 18 -19 -20 -21
leaf_value=0.0243988883689315 0.020995349966388323 0.0075664813106029174 -0.009235661837735434 -0.016510941914233135 0.0034525570432703367 -0.021025963466733154 0.013497674779001085 -0.015327845476359713 0.0056515074336004265 0.012794161877167082 0.021094999949776972 -0.0043485622175437307 0.0051407539303346666 0.0058422047978868123 -0.0094543908341190586 0.020430980708744495 0.0020881617393147403 0.018512224974912724 0.014509295807651095 0.013673464682534098
leaf_weight=59 81 74 62 52 92 65 57 74 79 360 74 76 163 567 60 83 94 65 53 63
leaf_count=59 81 74 62 52 92 65 57 74 79 360 74 76 163 567 60 83 94 65 53 63
internal_value=0 0.00605581 0.00784664 0.00129177 0.00292189 -0.00579116 0.00574261 0.000388457 -0.00448363 0.0085143 0.00724726 0.00640997 0.00712253 0.00854393 0.00120575 0.0142075 0.0115854 0.0108452 0.00657875 0.00761845
internal_weight=0 2272 1651 621 569 139 430 210 153 1589 1300 1226 1150 927 223 289 230 220 147 155
internal_count=2353 2272 1651 621 569 139 430 210 153 1589 1300 1226 1150 927 223 289 230 220 147 155
is_linear=0
shrinkage=0.16829


Tree=4302
num_leaves=19
num_cat=0
split_feature=2 2 133 2 2 39 12 0 14 0 12 48 483 47 12 0 0 0
split_gain=10.6597 4.74895 2.08535 1.5962 1.52906 1.4358 0.887368 0.76736 0.726815 1.06651 0.989434 0.684575 0.586946 0.480192 0.388585 0.226972 0.158637 0.0865951
threshold=0.11517500000000001 -1.0000000180025095e-35 0.0024650000000000006 0.15227000000000004 0.099675000000000014 0.085495000000000015 0.087245000000000003 -0.077584999999999987 0.062655000000000016 -0.10490499999999998 0.083785000000000012 0.082225000000000006 0.10166000000000001 0.085025000000000017 0.095175000000000023 -0.14216999999999999 -0.042364999999999993 -0.064804999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 8 -1 11 -2 9 15 16 -6 13 -12 -8 -3 -11 -16
right_child=2 4 -4 -5 6 -7 14 -9 -10 10 12 -13 -14 -15 17 -17 -18 -19
leaf_value=0.0010917612776662592 0.00045791952121010079 0.0012267170322414168 0.0010901260601412571 7.614495705691505e-05 0.0011406912192462172 0.00045670125655012137 0.0015063723166803809 0.00088902589123466733 0.0017564978507507627 0.0015832929138156634 0.0014244695556176576 0.00066032776985172961 0.0010438477919543923 0.0012167394131472268 0.0011006607673548646 0.00094967370142074576 0.0018121245233760233 0.001289150387092732
leaf_weight=74 88 76 98 65 80 82 65 93 61 98 992 55 54 141 65 59 55 52
leaf_count=74 88 76 98 65 80 82 65 93 61 98 992 55 54 141 65 59 55 52
internal_value=0 0.00131162 0.000682744 0.00052031 0.00135819 0.000758174 0.00114892 0.000679622 0.00140136 0.00138665 0.0014149 0.000945249 0.00138254 0.00139865 0.0012998 0.0011059 0.00166578 0.00118474
internal_weight=0 2009 344 246 1853 156 317 181 1536 1475 1340 135 1187 1133 182 135 153 117
internal_count=2353 2009 344 246 1853 156 317 181 1536 1475 1340 135 1187 1133 182 135 153 117
is_linear=0
shrinkage=0.0032998


Tree=4303
num_leaves=22
num_cat=0
split_feature=4 39 3 0 13 13 13 4 52 157 0 4 0 13 4 0 0 4 4 4 3
split_gain=33.0428 13.1859 9.47291 2.28253 1.52795 1.44724 1.44632 1.17381 0.845916 0.765146 0.929075 0.79821 0.674796 0.622059 0.549934 2.01652 0.625164 0.52453 0.122239 0.0831115 0.0826822
threshold=0.30163500000000004 0.083495000000000014 0.149315 -0.07081999999999998 0.055020000000000006 -0.0074049999999999993 -0.014114999999999997 0.005935000000000001 0.038145000000000005 -0.0041249999999999993 -0.034179999999999995 -0.47860499999999995 -0.10803999999999998 -0.076289999999999983 -0.085474999999999982 -0.11471499999999998 -0.086354999999999987 -0.060264999999999992 -0.081759999999999985 0.0051600000000000005 -0.049204999999999992
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 2 3 4 7 12 -3 14 13 -5 17 -12 -2 -9 16 -16 -1 -11 -6 -19 -7
right_child=5 6 -4 9 18 20 -8 8 -10 10 11 -13 -14 -15 15 -17 -18 19 -20 -21 -22
leaf_value=0.0025537980209136457 0.00064889971807638577 0.0013334722537009958 0.0006686682048310669 0.0019981728376060825 0.001819429896936946 0.00096176806232926946 0.00071369709606082738 0.0019468144977395545 0.0020806883894905763 0.0020387258123954967 0.0017106209206502149 0.0011475518233598626 0.00017577203487229506 0.0014731107404263775 0.0014867639286259104 0.0021185870249795361 0.0021170971692100506 0.0017735365026812827 0.001617065582973428 0.0015847401162191368 0.00077296094847451296
leaf_weight=62 53 70 63 100 63 52 100 52 96 68 54 57 87 75 59 900 89 52 81 64 56
leaf_count=62 53 70 63 100 63 52 100 52 96 68 54 57 87 75 59 900 89 52 81 64 56
internal_value=0 0.00185064 0.00192807 0.00197043 0.00203017 0.000576965 0.000969106 0.00206518 0.00184544 0.00174698 0.00166171 0.00142179 0.000355136 0.00166735 0.00210929 0.00207975 0.00229664 0.00180626 0.00170584 0.00166968 0.000864194
internal_weight=0 2105 1935 1872 1477 248 170 1333 223 395 295 111 140 127 1110 959 151 184 144 116 108
internal_count=2353 2105 1935 1872 1477 248 170 1333 223 395 295 111 140 127 1110 959 151 184 144 116 108
is_linear=0
shrinkage=0.0032998


Tree=4304
num_leaves=24
num_cat=0
split_feature=4 3 40 43 0 48 4 42 42 3 0 484 484 4 133 0 4 4 0 0 3 3 3
split_gain=12.4865 3.50001 2.74649 0.894071 0.769586 0.951821 1.22701 0.704808 0.78829 0.512449 0.633772 0.41391 0.388263 0.370208 0.435099 0.611645 0.282501 0.281634 0.207633 0.159111 0.144884 0.140827 0.117868
threshold=0.30163500000000004 0.20828500000000003 -0.07334499999999998 -0.083464999999999998 -0.069074999999999984 0.090390000000000012 -0.42305999999999994 0.094095000000000012 -0.034284999999999989 -0.080804999999999974 -0.072174999999999975 -0.009859999999999999 -0.082019999999999982 0.04105000000000001 0.10275500000000001 -0.11327499999999999 0.080165000000000014 0.45363500000000007 -0.087404999999999997 -0.082284999999999983 -0.13795999999999997 -0.079724999999999976 -0.068864999999999996
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=1 2 3 -1 11 6 20 8 -8 -2 17 12 18 14 15 -13 -15 -11 -4 -16 -6 -14 -9
right_child=9 -3 4 -5 5 -7 7 22 -10 10 -12 13 21 16 19 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00054602296538959678 0.00069358852958635575 0.00044358185527139968 0.0014629043716328206 0.0011171459032170139 0.0016375305780231145 0.00074724721378124719 0.0011828690568643687 0.0014015162676626627 0.00064144222157823741 0.00032627389704051638 6.5500912329491352e-05 0.0010503056452602895 0.0017310516205868238 0.0009669869219504424 0.001615022813722966 0.0013259184929496489 0.0012592043661394216 0.00064701598802696593 0.001242493736912847 0.0014025243122620073 0.0013888093155741447 0.0014805928670357257 0.0011716252463616331
leaf_weight=71 73 58 97 52 56 52 59 52 59 57 54 100 52 58 61 799 102 64 97 122 53 53 52
leaf_count=71 73 58 97 52 56 52 59 52 59 57 54 100 52 58 61 799 102 64 97 122 53 53 52
internal_value=0 0.00124388 0.00126653 0.00078776 0.00129712 0.00116401 0.00122937 0.00108803 0.000912454 0.000460812 0.000363509 0.00133018 0.00144152 0.00130335 0.00132548 0.0012953 0.0011535 0.000496214 0.00135288 0.00147355 0.00151692 0.00160497 0.00128691
internal_weight=0 2105 2047 123 1924 383 331 222 118 248 175 1541 299 1242 1082 899 160 121 194 183 109 105 104
internal_count=2353 2105 2047 123 1924 383 331 222 118 248 175 1541 299 1242 1082 899 160 121 194 183 109 105 104
is_linear=0
shrinkage=0.0032998


Tree=4305
num_leaves=23
num_cat=0
split_feature=456 1 51 457 43 4 13 3 13 52 3 12 133 51 12 2 13 3 43 52 3 49
split_gain=0.501786 0.514146 0.382376 0.359103 0.494548 0.359234 0.783658 0.553322 0.425725 0.344274 0.319744 0.357943 0.326576 0.316194 0.441736 0.309545 0.24085 0.213188 0.138805 0.136376 0.121821 0.0641584
threshold=0.060100000000000008 0.089625000000000024 0.11178000000000002 0.083415000000000017 -0.079504999999999978 0.51400500000000016 -0.16392499999999996 0.095555000000000015 -1.0000000180025095e-35 -0.078074999999999992 -0.055389999999999988 0.10070000000000001 -0.081289999999999987 0.0053700000000000006 0.084115000000000009 0.086915000000000006 -0.0076349999999999986 0.081640000000000004 -0.089559999999999987 0.088185000000000013 -0.074184999999999987 -0.0099749999999999978
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 2 10 4 9 6 -6 8 -8 -3 11 12 16 14 -14 -2 19 -12 -11 -1 -13 -17
right_child=15 3 -4 -5 5 -7 7 -9 -10 18 17 20 13 -15 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.0096277519460523896 0.026900953771178775 -0.010311418383839005 -0.00074363631350334405 -0.0051430477401524068 -0.0074159214489951022 -0.0036743229631015584 0.014439980146189581 0.025915345667479276 0.0019749293767737188 0.0094219574430616151 0.023229764322206754 0.007427941404938067 -0.0023421409747404671 0.019315108752672047 0.0097266858012395839 0.016035318138802747 0.025978335304414402 0.010564644273515909 -0.0022206716997551289 0.02023053538317025 -0.0024226762152802905 0.0075783823161514555
leaf_weight=105 62 76 90 96 63 61 209 74 124 65 88 62 100 78 599 52 57 67 52 52 83 52
leaf_count=105 62 76 90 96 63 61 209 74 124 65 88 62 100 78 599 52 57 67 52 52 83 52
internal_value=0 0.00786055 0.00984365 0.00451854 0.00580212 0.00845432 0.0100323 0.0127375 0.00980373 -0.00148557 0.0105831 0.00960137 0.0107444 0.00913597 0.00799753 0.0174661 0.016576 0.0177668 0.0042321 0.0131509 0.00177692 0.0118241
internal_weight=0 2201 1381 820 724 531 470 407 333 193 1291 1136 991 777 699 166 214 155 117 157 145 104
internal_count=2367 2201 1381 820 724 531 470 407 333 193 1291 1136 991 777 699 166 214 155 117 157 145 104
is_linear=0
shrinkage=0.16829


Tree=4306
num_leaves=23
num_cat=0
split_feature=39 13 147 39 13 50 42 133 52 52 1213 42 13 52 13 42 13 42 133 52 159 13
split_gain=16.7584 14.481 2.58808 1.42797 1.18316 1.21945 1.02298 0.932789 0.881462 1.21165 0.686279 0.62828 0.589833 0.495417 0.676995 0.806938 0.662071 0.450507 0.189867 0.180336 0.137496 0.127235
threshold=0.081875000000000017 -0.16392499999999996 0.089365000000000014 0.096625000000000016 -0.07692499999999998 0.12170000000000002 0.091090000000000018 0.087445000000000009 -0.050359999999999995 -0.087769999999999987 -0.011424999999999999 0.085495000000000015 -0.47860499999999995 0.0074400000000000013 -0.10664 0.083925000000000013 -0.095029999999999989 -0.0043149999999999994 -0.010174999999999998 0.088425000000000017 -0.17576999999999995 -0.084484999999999991
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 12 4 7 13 8 -5 -2 9 11 19 -6 -1 14 -3 -16 -15 -12 -18 -10 -20 -17
right_child=3 2 -4 6 5 -7 -8 -9 10 -11 17 -13 -14 16 15 21 18 -19 20 -21 -22 -23
leaf_value=0.0010452431178160676 0.0014084334663138698 0.0016458932356720433 0.0012899315976149406 0.00099020796622963569 0.0019506952852304726 0.0014466799170804415 0.00036359180302982734 0.00085940551877964656 0.002235306011281169 0.0013514910539084335 0.0020036626580388159 0.0015822739709863598 0.00058598358775105311 0.0024773152578542457 0.0023867606539446956 0.0018993127381151389 0.0022313668374347 0.0018204975802645937 0.0021558135433927201 0.0019918983714068386 0.0019536360381189432 0.0020387420219518393
leaf_weight=52 82 59 68 58 210 67 56 58 114 63 319 68 75 57 59 172 69 284 60 52 121 144
leaf_count=52 82 59 68 58 210 67 56 58 114 63 319 68 75 57 59 172 69 284 60 52 121 144
internal_value=0 0.00185502 0.00192411 0.000957622 0.00194658 0.00188118 0.000682706 0.00118123 0.00190738 0.00176673 0.0019697 0.0018607 0.000774304 0.0020504 0.00197763 0.00202973 0.00215315 0.00191745 0.00207909 0.00215927 0.00202085 0.00196296
internal_weight=0 2113 1986 254 1918 1177 114 140 1110 341 769 278 127 741 434 375 307 603 250 166 181 316
internal_count=2367 2113 1986 254 1918 1177 114 140 1110 341 769 278 127 741 434 375 307 603 250 166 181 316
is_linear=0
shrinkage=0.0032998


Tree=4307
num_leaves=16
num_cat=0
split_feature=4 13 123 11 130 0 4 16 14 13 4 0 16 0 133
split_gain=21.4842 4.96548 3.97287 1.49897 1.75281 1.3684 1.10544 1.0839 1.72168 0.982957 0.917468 0.97644 0.818786 0.631779 0.61172
threshold=0.30163500000000004 -0.16392499999999996 0.081180000000000016 1.0000000180025095e-35 -0.081769999999999995 -0.077334999999999987 0.024315000000000003 -0.49181999999999998 -0.41790499999999997 -0.087894999999999987 -0.44205499999999992 -0.060199999999999997 -0.36241499999999999 -0.099059999999999995 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 10 9 -9 -2 -6 -12 -8 -14 -4
right_child=7 2 14 5 6 -7 12 8 -10 -11 11 -13 13 -15 -16
leaf_value=0.00079234018144768153 0.0011158010639348828 0.0011182709113300589 0.0012510015947737535 0.0023550086006283596 0.002076953347052591 0.0016650142192814387 0.0017405444240300963 0.00074414736627534807 -3.7437275174429339e-05 0.00053011777946733181 0.0016798135827074214 0.0013498454465081687 0.0010697871865698522 0.0014655088883666805 0.00076269329192616136
leaf_weight=86 52 75 55 59 59 68 73 58 65 79 1276 107 68 129 58
leaf_count=86 52 75 55 59 59 68 73 58 65 79 1276 107 68 129 58
internal_value=0 0.00156975 0.00160271 0.00163824 0.00161352 0.00198584 0.00163519 0.000553793 0.000330828 0.000762872 0.00167163 0.00165431 0.00144047 0.00132909 0.00100068
internal_weight=0 2113 2027 1914 1787 127 1712 254 123 131 1442 1383 270 197 113
internal_count=2367 2113 2027 1914 1787 127 1712 254 123 131 1442 1383 270 197 113
is_linear=0
shrinkage=0.0032998


Tree=4308
num_leaves=24
num_cat=0
split_feature=12 2 2 2 2 12 3 0 12 2 2 3 3 49 0 11 2 133 42 1213 3 2 2
split_gain=23.5623 6.15814 4.40357 5.05097 2.73966 1.86876 1.29669 0.864267 0.835413 0.663448 0.642763 0.490068 0.431558 0.531629 0.430587 0.390171 0.312795 0.328387 0.239065 0.210045 0.206513 0.221581 0.112797
threshold=0.054520000000000006 0.13538500000000001 0.11891500000000001 -1.0000000180025095e-35 0.10000000000000002 0.10070000000000001 0.0025650000000000004 -0.066044999999999979 0.088125000000000023 0.14721500000000001 0.085600000000000023 0.085315000000000016 -0.14265999999999998 -0.0091649999999999978 -0.060199999999999997 1.0000000180025095e-35 0.088820000000000024 -0.010174999999999998 0.086700000000000013 -0.021674999999999996 -0.069729999999999986 0.10060500000000001 0.084175000000000014
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 3 7 11 8 -6 -1 15 -4 -7 -5 -10 -14 19 16 17 22 -19 -15 21 -12 -2
right_child=1 -3 9 4 6 10 -8 -9 12 -11 20 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00091536899611754658 0.0021652422838281133 0.00065366272085678979 0.00072477707240399081 0.0018999627200399602 0.00077896422529684026 0.0013132432522762795 0.0013637271795518401 0.00034828152988638481 0.001532538941048637 0.00030096540654300997 0.0017107059556359533 0.0015270354678731202 0.0021189389814492083 0.0019320857026220949 0.0014796265660380454 0.0022009461073578367 0.0017366163392247076 0.0019235625581395148 0.0016876496931711833 0.0017669028887023831 0.0017891306075359711 0.0014077727552315837 0.0019855793592634132
leaf_weight=53 72 53 102 77 75 88 93 66 76 67 56 80 53 108 52 56 100 253 61 489 79 54 104
leaf_count=53 72 53 102 77 75 88 93 66 76 67 56 80 53 108 52 56 100 253 61 489 79 54 104
internal_value=0 0.00176238 0.00101068 0.0011833 0.00139635 0.00179691 0.00110288 0.000601146 0.00184527 0.000556966 0.00154813 0.00171016 0.0017719 0.00179776 0.00177148 0.00193359 0.00190815 0.00194308 0.00187784 0.00179684 0.00165731 0.00156231 0.00205928
internal_weight=0 1754 613 444 325 1701 168 119 1424 169 277 157 778 702 649 646 590 490 314 597 189 110 176
internal_count=2367 1754 613 444 325 1701 168 119 1424 169 277 157 778 702 649 646 590 490 314 597 189 110 176
is_linear=0
shrinkage=0.0032998


Tree=4309
num_leaves=15
num_cat=0
split_feature=4 49 16 16 15 51 48 12 11 50 16 3 3 15
split_gain=0.600451 0.454336 0.484282 0.429912 0.286177 0.251532 0.306182 0.287863 0.248374 0.258869 0.441907 0.419903 0.328415 0.253709
threshold=0.27161500000000005 1.0000000180025095e-35 -0.49181999999999998 -0.085314999999999988 -0.18708499999999997 0.14560000000000003 0.11765000000000002 -0.092644999999999991 0.079915000000000014 0.07826000000000001 -0.038799999999999994 -0.14070999999999997 -0.088159999999999988 -0.090684999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 7 -1 9 11 13 -9 -13 -11
right_child=1 -3 3 -5 -6 -7 -8 8 -10 10 -12 12 -14 -15
leaf_value=0.00044037162222503718 0.0169350614620449 0.017167779066604664 -0.018128555064804291 0.0024278636619801462 -0.00052538142981637282 0.0017574896952117214 0.02468636588501363 -0.0037691915081127592 0.020754139401824617 0.023127882098694163 0.027343691487454073 0.016206905973794053 0.0097588515280353002 0.010362943480837057
leaf_weight=64 52 53 57 58 54 72 52 56 87 54 72 282 1105 249
leaf_count=64 52 53 57 58 54 72 52 56 87 54 72 282 1105 249
internal_value=0 0.00317384 -0.000174038 -0.00774535 0.00802317 0.0115611 0.0119095 0.0115712 0.0119442 0.0115216 0.015471 0.010494 0.0110711 0.0126438
internal_weight=0 274 221 115 106 2093 2021 1969 1905 1818 375 1443 1387 303
internal_count=2367 274 221 115 106 2093 2021 1969 1905 1818 375 1443 1387 303
is_linear=0
shrinkage=0.16829


Tree=4310
num_leaves=20
num_cat=0
split_feature=1 52 3 39 3 4 12 3 3 12 4 3 4 160 51 402 13 12 12
split_gain=30.152 7.18214 2.86369 2.41391 2.33696 2.21044 1.4876 1.39028 1.81323 1.35165 1.01988 0.735856 0.622641 0.443908 0.436983 0.353128 0.387023 0.462303 0.169977
threshold=0.10538500000000002 -0.40011499999999994 -0.049204999999999992 0.081875000000000017 0.10323000000000002 0.36766000000000004 0.11721500000000001 0.31343500000000007 0.077930000000000013 -0.081314999999999985 -0.082869999999999985 -0.10175499999999998 0.032965000000000001 -0.52336499999999997 -1.0000000180025095e-35 0.088920000000000013 0.039845000000000012 0.083865000000000009 0.09334000000000002
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 5 4 6 -3 10 8 9 -4 15 -12 13 -13 -14 16 17 -1 -18
right_child=1 2 7 -5 -6 -7 -8 -9 -10 -11 11 12 14 -15 -16 -17 18 -19 -20
leaf_value=0.0024259987934750569 0.002174150258549883 0.0017150602843324001 0.00085869223435515603 0.0014189232863538897 0.0012958087764539646 0.00084929608072129654 0.0014597162810410834 0.00032873629566610259 0.001225187285837619 0.00021747913939039766 0.0016345155860526314 0.0017095959001479457 0.0015529148338793188 0.002019172046986407 0.0019024486250103613 0.0023911345599537987 0.0017915259182433967 0.0020908395203952804 0.0020596561361561623
leaf_weight=61 52 66 97 97 57 63 59 79 84 57 78 55 59 923 124 54 52 190 59
leaf_count=61 52 66 97 97 57 63 59 79 84 57 78 55 59 923 124 54 52 190 59
internal_value=0 0.00101314 0.000877693 0.0019271 0.00195492 0.00129252 0.00197682 0.000708773 0.000834772 0.000621589 0.00199523 0.00194744 0.00196844 0.0020018 0.00178995 0.00213747 0.00209953 0.00217243 0.00193436
internal_weight=0 498 446 1868 1771 129 1714 317 238 154 1655 1239 1161 978 183 416 362 251 111
internal_count=2366 498 446 1868 1771 129 1714 317 238 154 1655 1239 1161 978 183 416 362 251 111
is_linear=0
shrinkage=0.0032998


Tree=4311
num_leaves=19
num_cat=0
split_feature=1 4 52 41 1444 1 42 402 1 12 12 43 43 52 1 160 131 4
split_gain=1.05468 0.35481 0.534637 0.304618 0.365346 0.281725 0.241206 0.2468 0.237254 0.309028 0.322913 0.670311 0.279989 0.424651 0.424575 0.459116 0.24512 0.23995
threshold=0.11570500000000002 0.55608500000000005 -0.064819999999999989 0.083975000000000008 -0.078379999999999991 0.13539000000000004 0.11457500000000002 -0.088779999999999984 0.080270000000000022 0.11007500000000002 0.083785000000000012 -0.082894999999999983 -0.080094999999999986 -0.085254999999999984 0.10797500000000002 -0.072114999999999985 0.077860000000000013 -0.085774999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -4 8 -8 9 10 11 -6 13 -10 15 -14 -15 -12
right_child=1 -3 5 -5 6 -7 7 -9 12 -11 17 -13 14 16 -16 -17 -18 -19
leaf_value=0.025150658428653071 -0.0064944524275072279 -0.011702431581425683 0.0031349996103556678 -0.00054290101974927766 0.0067851664317219711 0.017552387145532523 0.01164863610635734 -0.003476403254864402 -0.0078438630207854354 0.025083092320353512 0.017650174902897411 0.029630782601133648 0.019798620015383489 0.0028342024562325995 0.022914186512702973 0.0062665299940553414 0.017702935543485288 0.010196513339980192
leaf_weight=55 97 54 89 60 64 68 60 62 61 59 146 85 91 74 76 327 55 783
leaf_count=55 97 54 89 60 64 68 60 62 61 59 146 85 91 74 76 327 55 783
internal_value=0 0.000678206 0.00331738 0.0112436 0.0115984 0.00939092 0.0112139 0.00394741 0.0116997 0.0131933 0.0125409 0.01983 0.00921435 0.00371009 0.0113277 0.00921681 0.00918751 0.0113699
internal_weight=0 308 254 2058 1998 157 1943 122 1821 1137 1078 149 684 190 494 418 129 929
internal_count=2366 308 254 2058 1998 157 1943 122 1821 1137 1078 149 684 190 494 418 129 929
is_linear=0
shrinkage=0.16829


Tree=4312
num_leaves=11
num_cat=0
split_feature=15 39 49 13 13 0 14 150 49 12
split_gain=0.875103 0.470217 0.348387 0.328236 0.503821 0.291456 0.279011 0.436239 0.270697 0.193303
threshold=-0.26826999999999995 0.091820000000000013 0.11580500000000001 -0.16392499999999996 -0.10278499999999999 -0.081964999999999996 0.018475000000000002 0.11648500000000002 -0.081589999999999982 -0.042789999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -5 -4 7 8 -6 -1
right_child=1 -3 5 4 6 -7 -8 -9 -10 -11
leaf_value=-0.0087132618367116253 -0.0002504967343830444 -0.0023839307089843619 -0.007762018241358094 0.023839946526870815 0.0022247156240600935 0.0080224664980271428 -0.0019103419015309034 0.025511895235542884 0.010568184053150896 0.0025345434292846393
leaf_weight=90 81 96 57 79 119 79 53 53 1576 83
leaf_count=90 81 96 57 79 119 79 53 53 1576 83
internal_value=0 0.00911839 0.00964582 0.0102172 0.0106692 0.0013937 0.0100904 0.0104553 0.00998348 -0.00330653
internal_weight=0 2193 2097 1961 1880 136 1801 1748 1695 173
internal_count=2366 2193 2097 1961 1880 136 1801 1748 1695 173
is_linear=0
shrinkage=0.16829


Tree=4313
num_leaves=17
num_cat=0
split_feature=30 2 2 39 483 401 2 13 13 1213 402 51 1375 2 51 160
split_gain=0.675375 0.509757 0.290249 0.39231 0.400922 0.422898 0.361647 0.466317 0.388574 0.222389 0.323027 0.235084 0.299465 0.28552 0.333456 0.181912
threshold=0.086065000000000016 0.17000000000000001 0.092155000000000015 0.095830000000000012 -0.06916499999999999 0.080710000000000018 0.095415000000000014 0.094590000000000021 -0.066209999999999991 -0.097649999999999987 0.10686000000000002 0.0045000000000000014 -0.066804999999999989 0.082885000000000014 0.093530000000000016 -0.088034999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 6 8 -8 -6 -1 11 12 -11 -13 -15 -14
right_child=-2 -3 3 -5 5 -7 7 -9 -10 10 -12 13 15 14 -16 -17
leaf_value=0.017182901459614423 -0.010939759500052399 -0.0085622714222630767 -0.0080588990133801559 -0.0081903658391224207 0.0094235109968807042 -0.0060112633556364493 0.011921349889499869 -0.0017981387538671858 -0.0098100149380865986 0.021813627042279123 -0.0040782875329628742 -0.0059410474325480517 0.0043260122377401988 -0.00075427501264644877 0.017747276425534288 0.010467974845492256
leaf_weight=93 59 56 52 57 60 63 514 81 59 59 54 60 165 55 55 824
leaf_count=93 59 56 52 57 60 63 514 81 59 59 54 60 165 55 55 824
internal_value=0 0.00728279 0.00767777 0.00530106 0.00623086 0.0071895 0.00835679 0.0100506 -9.73415e-05 0.00921915 0.00863548 0.00920062 0.0101431 0.00337976 0.00848017 0.0094451
internal_weight=0 2307 2251 886 829 777 714 595 119 1365 1272 1218 1048 170 110 989
internal_count=2366 2307 2251 886 829 777 714 595 119 1365 1272 1218 1048 170 110 989
is_linear=0
shrinkage=0.16829


Tree=4314
num_leaves=22
num_cat=0
split_feature=1 52 1 3 10 52 4 4 1 150 49 43 131 52 133 43 3 16 3 43 4
split_gain=32.9169 6.76459 4.49012 3.23595 2.89045 1.63352 1.55652 1.53098 1.42981 1.79379 0.908206 0.553259 0.873842 0.657712 0.433056 0.46043 0.565549 0.849396 0.434204 0.304102 0.11111
threshold=0.10538500000000002 -0.40011499999999994 0.12500000000000003 0.10323000000000002 -1.0000000180025095e-35 -0.023474999999999996 0.42098500000000005 0.27287000000000006 0.089625000000000024 1.0000000180025095e-35 0.12001000000000002 -0.038674999999999994 0.090030000000000013 -0.0065299999999999993 0.11899000000000001 0.26667500000000005 -0.036004999999999988 -0.012564999999999998 -0.069999999999999993 -0.023454999999999997 -0.082384999999999986
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 5 8 -4 -3 -6 -7 10 11 14 12 -10 -13 15 16 18 -18 -1 20 -16
right_child=1 2 4 -5 6 7 -8 -9 9 -11 -12 13 -14 -15 19 -17 17 -19 -20 -21 -22
leaf_value=0.0022033610472858706 0.002255870957634134 0.00095444925775874383 -7.1426607526203298e-06 0.0013081986680109823 0.0012748150788977368 0.0018497649132891293 0.00055831080050776772 0.0011901329896376273 0.0016350954462454161 0.0014289913335105936 0.0017749110542362898 0.0024739160979296527 0.0021955987069813897 0.0020073710362074892 0.0022316379520406298 0.0019355946312183848 0.0021284038979586749 0.0027145683851085901 0.0019182783439100101 0.0018188052384495946 0.0020177421488183993
leaf_weight=978 52 100 57 57 60 72 74 83 73 67 67 52 53 95 54 73 52 58 64 59 66
leaf_count=978 52 100 57 57 60 72 74 83 73 67 67 52 53 95 54 73 52 58 64 59 66
internal_value=0 0.00112902 0.000997559 0.00208397 0.000614643 0.00128423 0.000879397 0.00149677 0.00210837 0.00191458 0.00215314 0.00203362 0.00187114 0.00217265 0.00217116 0.00219365 0.00220997 0.00243779 0.00218588 0.00201709 0.00211429
internal_weight=0 498 446 1868 191 255 134 155 1811 340 1471 273 126 147 1404 1225 1152 110 1042 179 120
internal_count=2366 498 446 1868 191 255 134 155 1811 340 1471 273 126 147 1404 1225 1152 110 1042 179 120
is_linear=0
shrinkage=0.0032998


Tree=4315
num_leaves=15
num_cat=0
split_feature=3 151 0 3 16 48 128 0 0 3 16 16 16 3
split_gain=0.76335 0.314348 0.359205 0.619894 0.332743 0.580827 0.273352 0.273369 0.447787 0.407798 0.241666 0.703586 0.227835 0.256167
threshold=-0.23303499999999996 0.10280000000000002 -0.066849999999999979 -0.12595999999999999 -0.54225499999999982 0.11376500000000002 0.10378000000000003 -0.15503499999999998 -0.22984499999999997 0.06269000000000001 0.0045450000000000013 -0.065564999999999984 0.18612500000000001 -0.065259999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 8 -6 -9 11 -5 -12 -14
right_child=1 -3 3 10 5 -7 -8 9 -10 -11 12 -13 13 -15
leaf_value=0.021809016696765701 -0.0058319620232863247 -0.0067583415772230777 -0.014982903677009848 0.0072463774681592085 0.0050800773456010865 0.023431075596413692 -0.0032725894984288856 0.0075746079820708323 0.026224107896756603 -0.0049144738021590978 0.016100964887982003 -0.016805048656850563 0.0109594085384181 -0.0024113647358203981
leaf_weight=89 53 54 54 102 58 64 69 1401 56 78 66 52 82 80
leaf_count=89 53 54 54 102 58 64 69 1401 56 78 66 52 82 80
internal_value=0 0.00591205 0.00622176 0.0018872 0.00728307 0.00768683 0.00707947 0.00752899 0.0154824 0.00691474 0.00427669 -0.000863218 0.00775625 0.00434547
internal_weight=0 2269 2215 436 1779 1726 1662 1593 114 1479 382 154 228 162
internal_count=2358 2269 2215 436 1779 1726 1662 1593 114 1479 382 154 228 162
is_linear=0
shrinkage=0.16829


Tree=4316
num_leaves=24
num_cat=0
split_feature=1 3 15 39 12 3 1 47 3 1 3 3 12 13 1 1210 15 15 52 1 15 13 48
split_gain=27.2497 8.33097 2.72464 2.3224 1.9835 2.29553 1.85137 1.20547 0.967229 0.839139 1.08634 0.668344 0.657884 0.654008 0.638505 0.496987 0.495281 0.529918 0.399654 0.332839 0.329673 0.194426 0.180145
threshold=0.10491000000000002 -0.058704999999999993 -0.086599999999999996 0.081875000000000017 0.091475000000000015 0.092330000000000009 0.14720000000000003 0.10019500000000002 -0.07385499999999999 0.11918000000000002 0.0025650000000000004 -0.14162499999999997 0.11721500000000001 -0.095574999999999979 0.11570500000000002 -0.062079999999999989 -0.013969999999999998 -0.067469999999999988 0.10096500000000001 0.086920000000000011 -0.030229999999999996 0.064420000000000019 0.08955500000000001
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 4 5 8 7 9 11 10 -3 -1 15 -13 -4 -6 17 22 21 -15 -10 -18 -17
right_child=1 6 14 -5 12 -7 -8 -9 20 -11 -12 13 -14 19 -16 16 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0023929382985720918 0.0011642293452361941 0.00065452774426767507 0.0022726119838472041 0.0014919374845651016 0.0015877598064645505 0.0015732305256742052 0.00024393254474484703 0.0013276273273605949 0.0022319393683821924 0.00057731983745466417 0.0012984594935176498 0.0017288219917167577 0.0015555403134829564 0.0021245129493292019 0.001762347363636015 0.0018081138011414939 0.0021738336713074359 0.0015091657385318509 0.0018397945306837854 0.0019291609562110744 0.0026022947055197297 0.0019529244903103836 0.0020506368670489047
leaf_weight=78 66 55 54 102 53 87 54 60 52 101 60 58 71 668 55 95 134 52 101 116 58 71 57
leaf_count=78 66 55 54 102 53 87 54 60 52 101 60 58 71 668 55 95 134 52 101 116 58 71 57
internal_value=0 0.00111244 0.00169463 0.00197731 0.00200556 0.00208948 0.000803596 0.000912968 0.00213306 0.000797622 0.000990799 0.00209781 0.00185764 0.00207043 0.00201546 0.00189568 0.00192761 0.00180002 0.00201255 0.00209565 0.00242754 0.0020975 0.00189929
internal_weight=0 505 175 1853 1751 1117 330 276 1030 216 115 920 634 842 109 563 510 204 306 784 110 205 152
internal_count=2358 505 175 1853 1751 1117 330 276 1030 216 115 920 634 842 109 563 510 204 306 784 110 205 152
is_linear=0
shrinkage=0.0032998


Tree=4317
num_leaves=12
num_cat=0
split_feature=3 4 12 4 1453 11 13 4 159 13 12
split_gain=0.532165 0.405013 0.365523 0.502255 0.347162 0.335064 0.369796 0.316926 0.234562 0.207064 0.197037
threshold=-0.23303499999999996 -0.51253999999999988 -0.11875499999999999 0.27161500000000005 -0.064249999999999988 1.0000000180025095e-35 -0.092879999999999976 0.50657000000000008 0.097495000000000012 -0.006219999999999999 0.084160000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 10 9 -8 -5 -6
right_child=1 2 3 7 5 -7 8 -9 -10 -11 -12
leaf_value=0.01957602288175676 -0.0082241785899714662 0.019194239502407898 -0.0033052731602838193 -0.00041946072423345405 -0.0067446014361466087 0.019697199890854368 0.0074436371518962043 0.00612803557269393 0.015349367129954416 -0.014168920676845368 0.0045121118811172548
leaf_weight=89 53 64 86 66 73 63 1488 91 115 59 111
leaf_count=89 53 64 86 66 73 63 1488 91 115 59 111
internal_value=0 0.00629926 0.00664743 0.00627345 0.00713237 0.00761855 0.00719171 -0.00141666 0.00801192 -0.00692358 3.63691e-05
internal_weight=0 2269 2216 2152 1936 1850 1787 216 1603 125 184
internal_count=2358 2269 2216 2152 1936 1850 1787 216 1603 125 184
is_linear=0
shrinkage=0.16829


Tree=4318
num_leaves=19
num_cat=0
split_feature=1 52 1 12 14 4 52 3 3 3 12 1 12 1 52 12 4 43
split_gain=55.3633 11.5421 6.528 4.80162 2.68395 2.46864 2.30003 2.23528 1.6144 1.56054 1.38783 1.08522 0.866167 0.736885 0.709379 0.532068 0.506116 0.323968
threshold=0.10124500000000002 -0.40809499999999993 0.13554500000000003 0.089835000000000012 0.062655000000000016 0.032965000000000001 0.038145000000000005 0.095555000000000015 0.0025650000000000004 -0.11756999999999999 0.11461500000000001 0.089625000000000024 0.083615000000000009 0.14787500000000001 -0.078074999999999992 0.088965000000000002 0.27552000000000004 -0.049364999999999992
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 8 5 7 17 9 14 -1 11 12 -11 -4 -3 -13 -10 -7
right_child=1 2 13 -5 -6 6 -8 -9 16 10 -12 15 -14 -15 -16 -17 -18 -19
leaf_value=0.002215816033989793 0.0026586996589797276 0.00079029023375959818 0.0008730671305560157 0.0021646343587956702 0.0032713328074646516 0.0019382234632766701 0.0027662178663087891 0.0020403789777343993 0.0017999353335316198 0.0030500928890476375 0.0022391475621798581 0.0022433180808794006 0.0027555698469843609 0.00037933937166212932 0.001256702545282151 0.0026295733221654767 0.0013716623124422891 0.0022315212163912935
leaf_weight=70 77 62 81 93 72 77 85 59 58 126 62 55 932 56 85 147 65 96
leaf_count=70 77 62 81 93 72 77 85 59 58 126 62 55 932 56 85 147 65 96
internal_value=0 0.001469 0.00128571 0.00151742 0.00264528 0.00261888 0.00232042 0.00267192 0.00129436 0.00269867 0.00272421 0.00274805 0.00279068 0.000671509 0.00106022 0.00252458 0.0015739 0.00210118
internal_weight=0 577 500 363 1781 1709 258 1451 270 1392 1322 1260 1058 137 147 202 123 173
internal_count=2358 577 500 363 1781 1709 258 1451 270 1392 1322 1260 1058 137 147 202 123 173
is_linear=0
shrinkage=0.0032998


Tree=4319
num_leaves=19
num_cat=0
split_feature=2 2 3 2 39 43 15 12 14 0 3 12 15 43 3 13 50 52
split_gain=19.848 11.0757 5.72249 3.29206 2.54169 2.15613 1.8061 1.47201 1.47874 1.83639 1.0749 0.573729 0.459718 0.706751 0.586871 0.398434 0.197531 0.0656818
threshold=0.12051500000000002 -1.0000000180025095e-35 0.10323000000000002 0.17576500000000003 0.083495000000000014 -0.049914999999999994 -0.11251499999999999 0.091475000000000015 0.062655000000000016 -0.13314999999999996 -0.0062049999999999996 0.083615000000000009 0.076335000000000014 -0.09168999999999998 -0.079594999999999985 0.055020000000000006 0.089465000000000017 -0.0092149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 7 -1 -2 8 9 -3 -8 -11 13 -9 -15 16 -14 -4
right_child=3 2 17 -5 -6 -7 10 12 -10 11 -12 -13 15 14 -16 -17 -18 -19
leaf_value=0.00090898875279716792 0.0010272767099081567 0.001872387577483238 0.0013506469114708155 0.00045839991494268136 0.0016941485758126152 0.0017109268154325663 0.0018878056236681937 0.001714558954281743 0.0028743519387749322 0.0025619302957553096 0.00127711308097611 0.0023225381726037003 0.0022439707246518364 0.0023037629630500225 0.0020006051515564722 0.0020185266666046795 0.0024716953081496042 0.0015278706549878218
leaf_weight=84 98 95 52 54 90 65 73 56 54 130 56 804 166 119 177 72 61 52
leaf_count=84 98 95 52 54 90 65 73 56 54 130 56 804 166 119 177 72 61 52
internal_value=0 0.00212641 0.00219342 0.00119167 0.00223638 0.00125906 0.00136595 0.00226451 0.0023394 0.00231129 0.00162297 0.0023559 0.00213987 0.00205779 0.0021226 0.00223638 0.00230532 0.0014396
internal_weight=0 2077 1928 281 1824 149 227 1734 1083 1029 129 934 651 352 296 299 227 104
internal_count=2358 2077 1928 281 1824 149 227 1734 1083 1029 129 934 651 352 296 299 227 104
is_linear=0
shrinkage=0.0032998


Tree=4320
num_leaves=19
num_cat=0
split_feature=2 49 0 49 51 2 1 0 3 403 124 12 3 2 52 51 2 124
split_gain=1.01477 0.461725 0.426336 0.401846 0.512009 0.583175 0.879887 0.374994 0.401466 0.332243 0.337006 0.450197 0.407621 0.36401 0.280558 0.250013 0.175433 0.148722
threshold=0.10124000000000001 -0.058769999999999996 0.12411500000000002 0.11530000000000001 0.090560000000000015 0.14492000000000002 0.10684 -0.14989499999999997 0.086245000000000016 -0.51745999999999992 -0.051674999999999992 -1.0000000180025095e-35 -0.058704999999999993 0.092735000000000026 0.12469000000000001 -0.095144999999999993 0.11444000000000001 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 16 8 -1 -9 17 -12 13 15 -15 -13 -3 -11
right_child=1 2 -4 -5 -6 -7 -8 9 -10 10 11 12 -14 14 -16 -17 -18 -19
leaf_value=0.031581134056978967 -0.0061409651333298983 0.0077402848608011171 -0.0077071768387793347 -0.0018915899890507128 0.025007283707408734 0.02406420751652906 -0.0084759603380581347 0.0018542271344913056 0.011248757169620548 0.0094527485021832641 0.027195839560982482 0.0029296021642612581 0.0010123910436418808 0.025593364637460363 0.011250626931785475 0.012730657152789655 0.018634170570376248 -0.0032584298764968692
leaf_weight=58 97 124 54 93 58 53 94 91 53 52 61 80 84 108 61 1016 64 52
leaf_count=58 97 124 54 93 58 53 94 91 53 52 61 80 84 108 61 1016 64 52
internal_value=0 0.00453986 0.00646178 0.00803981 0.0103946 0.00785923 0.00480724 0.0124104 0.0218891 0.0117537 0.0123475 0.0130298 0.0123879 0.0131419 0.020427 0.0120169 0.0114584 0.00307988
internal_weight=0 637 540 486 393 335 282 1716 111 1605 1514 1410 1349 1265 169 1096 188 104
internal_count=2353 637 540 486 393 335 282 1716 111 1605 1514 1410 1349 1265 169 1096 188 104
is_linear=0
shrinkage=0.16829


Tree=4321
num_leaves=21
num_cat=0
split_feature=4 10 1 1 43 51 480 1447 43 4 49 52 52 1213 457 4 1 4 4 4
split_gain=0.763485 0.433108 0.582165 0.452043 0.314179 0.273768 0.267353 0.529235 0.419273 0.260473 0.370774 0.308127 0.200039 0.357782 0.365665 0.179804 0.235912 0.098829 0.0596273 0.0452328
threshold=0.043850000000000007 -1.0000000180025095e-35 0.13752500000000004 0.097395000000000023 -0.00059999999999999995 -1.0000000180025095e-35 -0.063594999999999985 -0.085709999999999995 -0.50149499999999991 -0.0011949999999999997 -0.0060549999999999988 0.084755000000000011 1.0000000180025095e-35 0.0049450000000000006 0.083190000000000014 -0.15805499999999997 0.091960000000000014 0.17982000000000001 0.36766000000000004 0.41555500000000006
decision_type=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 5 18 -3 -1 -8 -9 12 -11 -12 13 14 -10 -14 -17 -7 -5 -6
right_child=1 2 -4 4 19 17 7 8 9 10 11 -13 15 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.0010516737882317378 -0.010736481844695651 -0.0013482471176642543 0.019737950935910877 -0.00060368529230535415 -0.012438198305078424 0.0082192421819561202 0.025792954659943138 0.024954713429890463 0.0068130318628107289 0.0049735497559962706 0.027827859768520917 0.011842532835018439 0.020234801563474677 -0.0048114076503250128 0.018863927564880093 0.0089602021295079326 0.020631864071025439 0.016876303723584549 0.007046451229342561 -0.0055551135430273865
leaf_weight=57 57 63 64 54 57 93 63 52 674 68 72 66 56 66 80 477 55 64 61 54
leaf_count=57 57 63 64 54 57 93 63 52 674 68 72 66 56 66 80 477 55 64 61 54
internal_value=0 0.00316662 0.00472401 0.00256552 -0.00271467 0.00799788 0.0102599 0.0106338 0.0100595 0.00957847 0.0151796 0.0201957 0.00875771 0.0070531 0.00809402 0.0111318 0.0101702 0.0117597 0.00343859 -0.00910586
internal_weight=0 567 510 446 226 220 1786 1729 1666 1614 206 138 1408 820 754 588 532 157 115 111
internal_count=2353 567 510 446 226 220 1786 1729 1666 1614 206 138 1408 820 754 588 532 157 115 111
is_linear=0
shrinkage=0.16829


Tree=4322
num_leaves=19
num_cat=0
split_feature=2 4 51 16 4 16 4 132 12 12 2 16 15 48 1446 2 2 2
split_gain=0.618951 0.517169 0.510624 0.371616 0.802769 0.523439 0.677811 0.312296 0.289753 0.29636 0.256222 0.251047 0.251318 0.494826 0.340451 0.268131 0.223135 0.19284
threshold=0.10394500000000002 -0.03463999999999999 0.10446500000000002 -0.11118499999999999 0.45363500000000007 0.50597000000000014 0.0099250000000000015 0.098600000000000007 0.088745000000000004 0.099550000000000013 0.11715500000000001 -0.38959499999999997 -0.14151499999999997 0.090085000000000012 0.087985000000000022 -1.0000000180025095e-35 0.064660000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 8 3 4 10 6 -5 11 -2 -10 -3 17 -13 14 15 -14 -17 -1
right_child=1 2 -4 5 -6 -7 -8 -9 9 -11 -12 12 13 -15 -16 16 -18 -19
leaf_value=-0.0063686278538376481 0.0193628179207034 0.0020130339116231181 0.014063487172507419 -0.0031612756682636487 0.019376084374010071 0.0042637776178022935 -0.028961280151890895 0.018659082775976638 -0.0045879208175074789 0.011971986016669286 -0.013399179161300323 0.017138020050920931 0.019501235391228389 -0.0032441435489995699 0.019805261263861822 0.0041237617031381285 0.0092569959431804232 0.0067160865429520527
leaf_weight=56 60 63 55 61 53 57 55 85 52 74 59 96 59 99 79 331 885 74
leaf_count=56 60 63 55 61 53 57 55 85 52 74 59 96 59 99 79 331 885 74
internal_value=0 0.0023853 -0.000998476 -0.00338412 0.00207544 -0.00891719 -0.0154095 0.00869061 0.00972647 0.00512348 -0.00542569 0.00818488 0.00878119 0.00822782 0.00906794 0.00840123 0.00786119 0.00106577
internal_weight=0 589 403 348 175 173 116 1764 186 126 122 1679 1549 1453 1354 1275 1216 130
internal_count=2353 589 403 348 175 173 116 1764 186 126 122 1679 1549 1453 1354 1275 1216 130
is_linear=0
shrinkage=0.16829


Tree=4323
num_leaves=22
num_cat=0
split_feature=2 39 3 2 2 3 12 11 2 2 15 2 12 3 12 2 50 403 403 2 3
split_gain=12.3421 4.47025 3.00137 2.15082 1.71691 1.2327 1.12871 2.01458 1.10565 0.892306 0.695586 0.543288 0.539552 0.469609 0.346514 0.751007 0.29203 0.26765 0.182967 0.163195 0.0668677
threshold=0.11891500000000001 0.081875000000000017 0.10323000000000002 0.17000000000000001 0.10161500000000002 0.13772500000000001 0.091475000000000015 1.0000000180025095e-35 -0.007134999999999999 0.094955000000000025 -0.086599999999999996 0.10515500000000001 0.087965000000000015 -0.12077499999999998 0.084055000000000005 0.084715000000000013 0.10114000000000002 -0.43851499999999993 -0.072624999999999981 0.106285 -0.080339999999999981
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 2 4 5 6 10 7 14 -3 -10 -2 -4 -6 -8 15 -1 -16 -15 -19 -14 -21
right_child=3 8 11 -5 12 -7 13 -9 9 -11 -12 -13 19 17 16 -17 -18 18 -20 20 -22
leaf_value=0.0018144549696275305 0.00066109351531923224 0.00052704866651858762 0.00063782256852729221 2.7587243393503606e-05 0.00086521826558551816 0.00031800716837245918 0.0010315569329657642 0.0021287461045284106 0.0013690851277563575 0.00077152883811948902 0.0010908446490260873 0.0010834908712360496 0.0014058425691330853 0.0011455555322599678 0.0014754019515238099 0.0014502847805048071 0.0012619140102342807 0.0015708176501084445 0.0013659007147425485 0.0012530504433522465 0.0010960830413916755
leaf_weight=103 78 72 54 57 53 55 52 57 52 58 88 68 52 54 649 159 81 59 319 73 60
leaf_count=103 78 72 54 57 53 55 52 57 52 58 88 68 52 54 649 159 81 59 319 73 60
internal_value=0 0.00134038 0.0013879 0.000599742 0.00142241 0.000747151 0.00146299 0.00152404 0.000845929 0.00105433 0.000889126 0.000886517 0.00116094 0.00133059 0.00148925 0.00159359 0.00145176 0.00136651 0.00139798 0.00124547 0.0011825
internal_weight=0 2075 1893 278 1771 221 1533 1049 182 110 166 122 238 484 992 262 730 432 378 185 133
internal_count=2353 2075 1893 278 1771 221 1533 1049 182 110 166 122 238 484 992 262 730 432 378 185 133
is_linear=0
shrinkage=0.0032998


Tree=4324
num_leaves=30
num_cat=0
split_feature=4 3 3 43 15 39 4 13 4 3 16 40 12 151 42 16 15 43 16 3 13 12 13 3 43 52 15 12 3
split_gain=37.2826 19.4405 7.05645 6.20217 1.67748 1.58657 1.21893 1.0297 0.984152 2.46368 0.845095 0.754574 0.700345 0.627282 0.661755 0.669523 0.944848 0.756471 0.581637 0.555226 0.632447 0.551577 0.427602 0.288878 0.14103 0.129044 0.108114 0.0979675 0.0464783
threshold=0.30163500000000004 -0.065259999999999999 0.25468500000000005 -0.035884999999999993 -0.45726999999999995 0.081875000000000017 0.043850000000000007 -0.083739999999999995 -0.060264999999999992 0.092330000000000009 -0.10803999999999998 -0.08292999999999999 0.084055000000000005 -0.086379999999999985 0.085315000000000016 0.053535000000000006 -0.045404999999999994 -0.083269999999999997 -0.51433499999999988 -0.14162499999999997 0.0019650000000000002 0.085665000000000005 -0.074014999999999984 -0.081644999999999981 0.024635000000000004 -0.0052199999999999989 -0.0090649999999999984 0.090465000000000004 -0.07908999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 22 -3 7 12 -5 24 27 -7 26 -9 19 17 -17 -16 -6 -15 -21 25 -2 -23 -10 -14 -1 -8 -25
right_child=4 2 -4 8 18 11 10 13 9 -11 -12 -13 21 14 15 16 -18 -19 -20 20 -22 23 -24 28 -26 -27 -28 -29 -30
leaf_value=0.0024209557309529772 0.00069325335425094023 0.0015055549965427815 0.00028534025577825321 0.0021047009206168407 0.00055548344147948682 0.00052655732537028419 0.002178041546399387 0.0017581283808010091 0.002006387511082024 0.0010934679220904503 0.0016180788852774384 0.0010516064801483252 0.0019271951472465353 0.0024300808413091363 0.0024484477219813036 0.0021183505420969821 0.0015158918503575152 0.0020190526922139454 0.00013190115608173304 0.0022426374663920405 0.0019770419739339688 0.0025422312410336824 0.0011172974349306346 0.0023144410362732123 0.0017899810493093148 0.0021469920780673338 0.0026493180508379652 0.0019631047091826117 0.0021635835828409202
leaf_weight=52 53 55 56 92 74 52 52 56 84 55 81 71 55 95 57 55 60 225 68 280 155 56 52 65 62 77 52 53 53
leaf_count=52 53 55 56 92 74 52 52 56 84 55 81 71 55 95 57 55 60 225 68 280 155 56 52 65 62 77 52 53 53
internal_value=0 0.00194246 0.00139348 0.00152516 0.000587136 0.00103888 0.00212566 0.00215932 0.00182046 0.00169018 0.00187332 0.000829921 0.00229915 0.00210097 0.00212164 0.00201868 0.00180433 0.00210597 0.000352889 0.00219869 0.00214808 0.00221872 0.000903592 0.00234221 0.00191473 0.00205568 0.00253548 0.00206989 0.00224698
internal_weight=0 2106 527 471 247 178 1579 1393 293 201 186 123 410 983 927 397 115 282 142 530 435 306 105 174 146 132 104 105 118
internal_count=2353 2106 527 471 247 178 1579 1393 293 201 186 123 410 983 927 397 115 282 142 530 435 306 105 174 146 132 104 105 118
is_linear=0
shrinkage=0.0032998


Tree=4325
num_leaves=24
num_cat=0
split_feature=1 123 1 12 0 1 43 148 43 15 0 52 52 52 15 43 0 156 0 12 15 15 43
split_gain=14.2486 1.88115 1.67497 1.51381 0.848678 1.08497 1.09759 0.824587 0.78062 0.484323 1.66296 0.72796 1.40517 0.61795 0.462609 0.459025 0.408454 0.493821 0.329316 0.307851 0.296311 0.29312 0.234273
threshold=0.10892500000000001 1.0000000180025095e-35 0.12500000000000003 0.085090000000000013 -0.076539999999999983 0.081540000000000015 -0.11162499999999999 -0.066239999999999979 -0.074719999999999995 -0.014614999999999998 -0.14151499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.11379500000000002 -0.092729999999999993 -0.081729999999999983 -0.069734999999999978 0.089470000000000008 -0.086224999999999982 0.094435000000000005 -0.10245999999999998 -0.074959999999999985 -1.0000000180025095e-35
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=1 4 3 20 7 6 -6 -1 -4 11 -11 12 15 18 -13 -9 -7 -18 -12 -8 -2 -10 -21
right_child=2 -3 8 -5 5 16 19 9 21 10 13 14 -14 -15 -16 -17 17 -19 -20 22 -22 -23 -24
leaf_value=0.0012159419689787446 0.00097762071426052942 0.0010494647756063311 0.00030186401627590526 0.0013774779696283659 0.00085974206781766558 0.0013886719937223257 0.0015451065106355777 0.0017000927293096349 0.00063999806255906364 0.002203037119810668 0.0017678077380525999 0.0018590712600319091 0.0010419606251471632 0.0013458727621817061 0.0015233446333043068 0.0014237208552911301 0.0018965618945745986 0.0014904343868856283 0.0015957572853149444 0.0014232914640113972 0.00064934075166640185 0.00094702959279739738 0.0011722902027236205
leaf_weight=65 59 91 58 88 52 62 90 120 92 56 179 92 78 86 91 151 75 60 415 87 63 55 81
leaf_count=65 59 91 58 88 52 62 90 120 92 56 179 92 78 86 91 151 75 60 415 87 63 55 81
internal_value=0 0.00151381 0.000839655 0.00104703 0.00153676 0.00142115 0.00129888 0.0015807 0.000627049 0.00159937 0.00165475 0.00152268 0.00143363 0.00160955 0.00169232 0.00154623 0.00161338 0.00171632 0.00164766 0.00138726 0.000808388 0.000755113 0.00130248
internal_weight=0 1931 415 210 1840 507 310 1333 205 1268 736 532 349 680 183 271 197 135 594 258 122 147 168
internal_count=2346 1931 415 210 1840 507 310 1333 205 1268 736 532 349 680 183 271 197 135 594 258 122 147 168
is_linear=0
shrinkage=0.0032998


Tree=4326
num_leaves=15
num_cat=0
split_feature=1 51 13 14 13 1443 4 11 1456 13 157 51 4 123
split_gain=0.876737 0.408056 0.368847 0.350531 0.263563 0.258688 0.34362 0.376331 0.3031 0.305324 0.697586 0.393798 0.349278 0.317043
threshold=0.12072500000000001 -0.06512999999999998 -0.11122999999999998 0.023790000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.38908499999999996 0.082245000000000013 -0.16480999999999998 -0.077549999999999994 -0.078969999999999985 -0.085504999999999984 -0.082249999999999976 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -4 6 7 -1 -8 11 -11 -10 -13 -12
right_child=1 2 4 -5 -6 -7 8 -9 9 10 13 12 -14 -15
leaf_value=0.024876882754606006 0.012206426634372236 0.0054858282843130417 -0.018903779610958314 0.021713529389494206 -0.0023634985498199586 -0.0008536375126962267 -0.0027525484668974327 0.0073608523322032278 0.025261822305548874 -0.0075355524090083698 0.010366514175873667 0.024158238515335648 0.010438602514585164 -0.0023303681311770169
leaf_weight=93 57 69 52 78 58 58 52 56 67 72 931 58 586 59
leaf_count=93 57 69 52 78 58 58 52 56 67 72 931 58 586 59
internal_value=0 -0.000186417 -0.00414278 0.0106219 -0.0101989 0.0101953 0.0105208 0.0183057 0.00988426 0.0102559 0.00844405 0.0129597 0.011677 0.00960802
internal_weight=0 236 179 2110 110 2032 1974 149 1825 1773 1062 711 644 990
internal_count=2346 236 179 2110 110 2032 1974 149 1825 1773 1062 711 644 990
is_linear=0
shrinkage=0.16829


Tree=4327
num_leaves=16
num_cat=0
split_feature=2 39 3 2 2 14 2 3 15 48 12 11 0 15 3
split_gain=19.775 10.1514 6.04138 2.93191 2.78977 2.1496 1.73062 1.39225 1.59607 1.20808 1.00153 0.509878 0.545996 0.214219 0.36348
threshold=0.11891500000000001 0.081875000000000017 0.11745500000000002 -0.0050599999999999994 0.17000000000000001 0.062655000000000016 0.094955000000000025 0.13772500000000001 -0.11251499999999999 -0.026004999999999997 0.10005000000000001 0.080705000000000013 -0.10120999999999998 -0.039984999999999993 -0.071814999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 7 9 -5 8 -2 -1 11 12 -11 14 -12
right_child=4 3 -4 6 -6 -7 -8 -9 -10 10 13 -13 -14 -15 -16
leaf_value=0.0014703992813439549 0.00081087719889728677 0.00055903154285180895 0.0010408873151030679 0.0018540034681657502 0.00020413159870364515 0.0025055521671748563 0.0010157896772718953 0.000595031572617695 0.001466233047349511 0.0017605468351633996 0.0014119506195980928 0.0022639094409913274 0.0019724670581973678 0.0018347206125186703 0.0017900240155169762
leaf_weight=65 69 72 86 52 53 70 56 56 99 152 52 60 1243 98 63
leaf_count=65 69 72 86 52 53 70 56 56 99 152 52 60 1243 98 63
internal_value=0 0.00182485 0.00189623 0.00107563 0.000885755 0.00193701 0.0014197 0.00104687 0.00119728 0.00191402 0.00193129 0.00196239 0.0019494 0.00171862 0.00161938
internal_weight=0 2069 1889 180 277 1803 108 224 168 1733 1668 1455 1395 213 115
internal_count=2346 2069 1889 180 277 1803 108 224 168 1733 1668 1455 1395 213 115
is_linear=0
shrinkage=0.0032998


Tree=4328
num_leaves=20
num_cat=0
split_feature=2 123 2 15 447 13 15 2 15 52 2 16 11 2 16 16 16 52 52
split_gain=16.3547 6.62259 3.02506 2.61707 2.48579 2.19396 2.06163 1.01784 1.05168 1.18173 0.772217 0.734422 0.699057 0.553017 0.532796 0.737454 0.498293 0.274636 0.091766
threshold=0.11693000000000002 1.0000000180025095e-35 0.17000000000000001 -0.25061999999999995 0.084700000000000011 -0.15078499999999997 -0.11251499999999999 0.095935000000000006 -0.036064999999999993 0.024560000000000002 -0.007134999999999999 0.0055300000000000011 1.0000000180025095e-35 0.10293500000000001 0.062910000000000008 -0.019749999999999993 0.15454000000000004 -0.092264999999999986 -0.10271999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 7 -2 -7 12 9 11 -3 -9 14 -10 15 -5 -8 -16 -15
right_child=2 10 -4 4 -6 6 16 8 13 -11 -12 -13 -14 18 17 -17 -18 -19 -20
leaf_value=0.00095205233280313487 0.00033566548539875322 0.00058023803491166195 6.8811953164176292e-05 0.0016954991425131617 0.0010093089134871234 0.00064866841027316627 0.0011720328275618371 0.00094108250957553529 0.0014914885972444544 0.0017660259441047046 0.0010954715294433329 0.0014647053402799043 0.0020741317582645105 0.0017532300920533493 0.0016329656792141327 0.0018875741554961534 0.0015915919694761316 0.0013427839113322175 0.0019467600873462581
leaf_weight=57 53 54 53 872 60 74 79 68 83 52 78 52 64 64 126 296 52 52 57
leaf_count=57 53 54 53 872 60 74 79 68 83 52 78 52 64 64 126 296 52 52 57
internal_value=0 0.00160028 0.000787566 0.00164988 0.00167141 0.000935081 0.00108988 0.00169363 0.00154025 0.0013492 0.000884961 0.00116828 0.00173451 0.00170116 0.00171834 0.00174421 0.00133884 0.00154839 0.00184469
internal_weight=0 2035 311 1903 1846 258 205 1786 376 172 132 120 1410 204 1346 1168 131 178 121
internal_count=2346 2035 311 1903 1846 258 205 1786 376 172 132 120 1410 204 1346 1168 131 178 121
is_linear=0
shrinkage=0.0032998


Tree=4329
num_leaves=13
num_cat=0
split_feature=2 1446 3 15 49 16 3 2 2 151 151 16
split_gain=0.779801 0.434534 0.381138 0.494008 0.322243 0.43067 0.311735 0.298817 0.369821 0.298929 0.221087 0.184512
threshold=0.13733000000000004 0.10428500000000002 -0.13392999999999997 -0.03886499999999999 0.0060900000000000008 -0.11118499999999999 -0.10468499999999999 0.12293000000000001 0.11693000000000002 0.009020000000000002 -0.15554499999999996 0.4044600000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -4 8 9 10 -8 -5
right_child=4 -3 6 11 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0064274509181956232 0.0044333556451405087 -0.0040834577110004959 -0.00064040442997559779 0.028095968197705507 0.009498055437762748 -0.017003914578247008 0.021869705608985823 0.022713455938758394 -0.0032502942022406868 0.0014296705734428046 0.011256657276239682 0.015676591477461699
leaf_weight=70 52 52 66 95 54 54 58 61 52 86 1592 54
leaf_count=70 52 52 66 95 54 54 58 61 52 86 1592 54
internal_value=0 0.011091 0.0114616 0.0181241 -0.00106993 -0.00647057 0.0106987 0.0111044 0.0107074 0.0111265 0.0116308 0.023607
internal_weight=0 2186 2134 219 160 106 1915 1849 1788 1736 1650 149
internal_count=2346 2186 2134 219 160 106 1915 1849 1788 1736 1650 149
is_linear=0
shrinkage=0.16829


Tree=4330
num_leaves=23
num_cat=0
split_feature=1 1 39 3 16 1 457 1 43 48 1429 50 13 16 16 3 16 0 42 133 0 3
split_gain=26.0051 4.23673 2.06268 1.77737 1.20051 1.07021 0.914103 1.07025 0.61419 0.738723 0.594051 0.566048 0.514669 0.894673 0.465196 0.380712 0.362014 0.299907 0.234905 0.219406 0.217579 0.153946
threshold=0.10915500000000002 0.13662500000000002 0.081875000000000017 -0.049204999999999992 0.041625000000000002 0.094165000000000013 0.069910000000000014 0.080125000000000016 -0.070049999999999987 0.091220000000000009 0.086825000000000013 0.11875500000000001 -0.06928999999999999 0.52822500000000006 -0.0007049999999999999 -0.072419999999999984 -0.41163499999999992 -0.048199999999999993 0.09087000000000002 -0.07218999999999999 -0.077809999999999976 0.06269000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 6 -4 11 -8 -5 -10 12 14 20 17 15 19 -3 -14 -2 -1 -6 -17
right_child=1 16 5 8 10 -7 7 -9 9 -11 -12 -13 13 -15 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.0017838592770640365 0.0013340518868878728 -3.0072776151098313e-05 0.0015101315808348972 0.00043479523523582027 0.0016577959420079585 0.00087907975786962421 0.0016691587737852024 0.0010090528159052484 0.0011165438961345223 0.00055829348356169336 0.0017438198424225683 0.0013977484432816923 0.00096272895784860234 0.0016230421904185643 0.0019138952726554383 0.0014579317086620531 0.00032187992204558193 0.001279892641722934 0.0010372742580163851 0.0016652628500492177 0.0013899563276509434 0.0016791137082196052
leaf_weight=236 66 53 52 69 75 68 56 52 52 52 59 80 67 55 93 122 79 66 55 730 64 52
leaf_count=236 66 53 52 69 75 68 56 52 52 52 59 80 67 55 93 122 79 66 55 730 64 52
internal_value=0 0.00067175 0.00157282 0.000892282 0.00160069 0.00115283 0.00164519 0.00135166 0.000677242 0.000837757 0.00143678 0.00166931 0.00138127 0.00126763 0.0016869 0.00166835 0.000180299 0.00112038 0.00119944 0.00169427 0.00153473 0.00152423
internal_weight=0 426 1927 294 1807 120 1421 108 173 104 386 1313 327 188 1233 1140 132 133 121 966 139 174
internal_count=2353 426 1927 294 1807 120 1421 108 173 104 386 1313 327 188 1233 1140 132 133 121 966 139 174
is_linear=0
shrinkage=0.0032998


Tree=4331
num_leaves=27
num_cat=0
split_feature=1 39 3 4 2 3 15 4 1 4 0 3 2 43 12 403 52 16 43 4 403 3 2 12 12 2
split_gain=77.082 13.1099 12.0776 5.26369 4.45297 4.37273 3.88938 2.37275 1.87817 1.6118 1.51784 1.42531 1.40755 0.993703 0.941781 1.58834 0.648543 0.615094 0.677483 0.657587 0.390256 0.29071 0.263039 0.277421 0.2057 0.167108
threshold=0.10752500000000002 0.081875000000000017 -0.052614999999999995 0.30163500000000004 0.14721500000000001 -0.067094999999999988 -0.22805999999999996 0.052250000000000012 0.094165000000000013 -0.37626499999999991 -0.085669999999999982 0.086245000000000016 0.10394500000000002 -0.010064999999999999 0.086700000000000013 -0.0076149999999999994 1.0000000180025095e-35 -0.0011349999999999999 -0.084454999999999988 -0.42305999999999994 -0.015054999999999997 -0.079724999999999976 0.091595000000000024 0.097060000000000021 0.08536500000000001 0.084305000000000005
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 3 -2 6 7 -4 10 -3 -7 14 12 -11 -8 15 -1 -9 22 -19 -20 -16 -22 24 -24 -12 -17
right_child=2 8 4 -5 -6 9 13 16 -10 11 17 -13 -14 -15 20 25 -18 18 19 -21 21 -23 23 -25 -26 -27
leaf_value=0.0097606372179200509 0.0085532949334916324 0.0081665535015976107 0.0065958897780763045 0.0072880787347405288 0.0061991251530368564 0.0090005360326277477 0.007109719901059409 0.0083604087062455271 0.0072984403066927352 0.008866341468915552 0.0088240414503411389 0.0080140367124558864 0.0082150004323425421 0.007698930428328617 0.0087265504817900259 0.0093125727140179228 0.0088009562178966768 0.008527249694739324 0.0091872322458373054 0.0087435249195826972 0.009187289551500508 0.0088719896122849903 0.0089837479044144065 0.0086381349064502521 0.0090373424374738266 0.0090595810986088439
leaf_weight=60 91 52 90 60 74 57 52 89 60 81 75 82 70 88 57 54 71 92 59 120 100 62 62 60 401 134
leaf_count=60 91 52 90 60 74 57 52 89 60 81 75 82 70 88 57 54 71 92 59 120 100 62 62 60 401 134
internal_value=0 0.00879935 0.00728657 0.00805079 0.00690685 0.00886816 0.0071344 0.00894049 0.00770181 0.00849487 0.0089865 0.00837101 0.00856463 0.00748033 0.00914108 0.00928456 0.00855612 0.00890339 0.00876696 0.00888997 0.00897843 0.00906684 0.00896516 0.00881406 0.00900381 0.00913244
internal_weight=0 1898 455 151 304 1786 230 1496 112 290 1336 233 151 140 467 248 160 869 271 179 219 162 598 122 476 188
internal_count=2353 1898 455 151 304 1786 230 1496 112 290 1336 233 151 140 467 248 160 869 271 179 219 162 598 122 476 188
is_linear=0
shrinkage=0.0032998


Tree=4332
num_leaves=17
num_cat=0
split_feature=1 3 52 123 3 4 4 14 1 14 3 52 49 128 52 4
split_gain=12.8197 3.33066 1.05172 1.04062 0.680337 0.674115 0.662112 0.488183 0.793084 0.418765 0.48392 1.2531 0.494167 0.310265 0.237822 0.0472741
threshold=0.10915500000000002 -0.052614999999999995 -0.079324999999999993 0.081990000000000021 0.086245000000000016 0.10440500000000001 -0.057539999999999994 -0.072219999999999993 0.13662500000000002 0.054835000000000009 -0.11756999999999999 -0.12005499999999998 0.12748500000000004 0.10332500000000001 0.095040000000000027 0.27287000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 4 9 -2 -6 -4 15 10 11 -1 13 14 -12 -9
right_child=1 2 7 -5 6 -7 -8 8 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=0.0016007597241753662 0.0013967591342643655 0.00017228183318132527 0.00094277710886081186 0.0010387060012721477 0.0014507069873711403 0.00093691493764379232 0.00098075285429978661 0.00083025288901021914 0.00029412947535791526 0.0017174502514616765 0.0014883562573296035 0.001006936571317165 0.0011237924195062051 0.0012051981779913385 0.0013843214903548611 0.00068382245181572139
leaf_weight=66 75 60 53 84 59 66 75 52 66 56 1061 95 52 54 325 54
leaf_count=66 75 60 53 84 59 66 75 52 66 56 1061 95 52 54 325 54
internal_value=0 0.000766716 0.000561253 0.00139947 0.00141589 0.00118176 0.00118794 0.000664822 0.000578968 0.00143374 0.00142411 0.00125059 0.00144281 0.00145431 0.00146399 0.000755989
internal_weight=0 426 285 1927 1843 141 134 225 172 1709 1653 161 1492 1440 1386 106
internal_count=2353 426 285 1927 1843 141 134 225 172 1709 1653 161 1492 1440 1386 106
is_linear=0
shrinkage=0.0032998


Tree=4333
num_leaves=28
num_cat=0
split_feature=3 2 43 3 4 2 4 2 4 402 4 15 3 2 4 0 50 403 484 16 16 42 47 15 15 3 0
split_gain=14.1145 3.75917 3.14124 3.5851 2.81579 1.58043 1.20084 1.1738 1.1398 0.758538 0.694175 0.600756 0.674373 0.537694 0.353708 0.555585 0.571801 0.330498 0.39054 0.324268 1.22735 0.248326 0.238623 0.184368 0.173874 0.169555 0.0637509
threshold=-0.065259999999999999 0.14307 -0.066864999999999994 0.30112000000000005 0.30163500000000004 -0.007134999999999999 0.0051600000000000005 0.097220000000000015 0.30163500000000004 0.08865000000000002 -0.08347499999999998 0.0056700000000000006 0.095555000000000015 0.085885000000000017 0.005935000000000001 -0.085669999999999982 0.10861000000000003 0.036225000000000007 0.085435000000000025 0.39524000000000009 -0.015159999999999998 0.086745000000000003 0.086010000000000017 -0.071614999999999984 -0.10436999999999999 -0.079979999999999982 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 8 7 -2 -7 9 11 14 -11 12 13 -4 15 16 22 18 -17 20 25 -12 -1 -16 -3 -9 -21
right_child=1 24 3 -5 -6 6 -8 19 -10 10 21 -13 -14 -15 23 17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0018041379258075811 0.00029663487449081661 0.00053870286447448728 0.0017562958796287383 0.00043333029538664266 0.00091497970245935968 0.0012627883070759423 0.00060055384618506471 0.0016317838715480047 0.00091031101678914204 0.0021285097650983039 0.0018247739484413752 0.0017014554384104698 0.001093627614879312 0.0013382114789553649 0.0015305315286931736 0.0015969046521400216 0.0014123700710690185 0.0013038850184787342 0.0013366505627818439 0.0014237251109130925 0.00090436398743772625 0.0015044115651608363 0.0015717353826050794 0.0012702026605479865 0.00027065117883061694 0.0013603671578926685 0.0015884669788113549
leaf_weight=252 63 54 52 52 76 62 58 52 52 54 56 74 73 99 67 497 64 61 74 58 61 54 63 58 53 54 60
leaf_count=252 63 54 52 52 76 62 58 52 52 54 56 74 73 99 67 497 64 61 74 58 61 54 63 58 53 54 60
internal_value=0 0.000975465 0.00107952 0.00124278 0.00153655 0.000720675 0.000943002 0.00156633 0.00136294 0.00160854 0.00181973 0.00144181 0.00135587 0.00148242 0.00157802 0.00159875 0.00169954 0.00153826 0.00156324 0.0013737 0.00127874 0.00166783 0.00175777 0.00141002 0.000406259 0.00149385 0.00150779
internal_weight=0 692 585 402 1661 183 120 1585 350 1300 164 298 224 151 1136 1011 379 632 571 285 167 110 315 125 107 106 118
internal_count=2353 692 585 402 1661 183 120 1585 350 1300 164 298 224 151 1136 1011 379 632 571 285 167 110 315 125 107 106 118
is_linear=0
shrinkage=0.0032998


Tree=4334
num_leaves=28
num_cat=0
split_feature=1 39 3 4 2 2 1 4 3 2 12 43 3 4 12 402 52 43 1 2 3 52 43 1 474 42 43
split_gain=41.2542 6.77853 6.66692 3.3483 2.79823 2.63312 1.69568 1.4393 2.62742 1.42296 0.792976 0.618324 0.581033 0.488946 0.488751 0.739565 0.429446 0.382916 0.45897 0.377236 0.375139 0.365952 0.336874 0.298261 0.281256 0.262254 0.236604
threshold=0.10752500000000002 0.081875000000000017 -0.055839999999999994 0.30163500000000004 0.11366500000000002 0.14721500000000001 0.094165000000000013 -0.074219999999999994 0.088465000000000002 -1.0000000180025095e-35 0.089885000000000007 -0.024279999999999996 -0.096099999999999977 0.0015850000000000003 0.087745000000000004 0.089785000000000018 0.090755000000000016 -0.040789999999999993 0.07677500000000001 0.12131500000000002 0.13772500000000001 0.0029250000000000005 -0.011584999999999998 0.092655000000000015 0.089070000000000024 0.085790000000000019 0.066010000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 7 9 -3 14 10 -4 12 -11 -9 23 15 16 25 18 -16 -6 -13 -15 -19 -12 -14 -1 -24
right_child=2 6 5 -5 19 -7 -8 8 -10 11 13 20 24 21 17 -17 -18 22 -20 -21 -22 -23 26 -25 -26 -27 -28
leaf_value=0.0034137295370448044 0.0030773915534256157 0.0028532124793412194 0.001563438083695878 0.0020661836617336072 0.0029391797026473002 0.001279905949225556 0.0020353434682831872 0.0029954834216163245 0.002489131550183436 0.0018597538973138931 0.0031455537581036846 0.0024866191114900674 0.0034043344967749352 0.0027777721212442256 0.003317665456627992 0.0038222825960539677 0.0031447009905764662 0.0036006299150267438 0.0029171531845570121 0.0025617518507069651 0.0021005695080951359 0.0031574305542851643 0.0032490830527894163 0.0034391791955127138 0.0031378389675720164 0.0036752037691181361 0.0035148874008276692
leaf_weight=196 89 52 62 60 67 75 60 52 54 55 179 56 377 66 87 60 55 65 52 55 58 52 151 52 53 59 54
leaf_count=196 89 52 62 60 67 75 60 52 54 55 179 56 377 66 87 60 55 65 52 55 58 52 151 52 53 59 54
internal_value=0 0.00320408 0.00209751 0.00267043 0.00325352 0.00181842 0.00241538 0.003289 0.00319726 0.00199311 0.00324323 0.00215054 0.00333107 0.00312182 0.00339318 0.00348197 0.00341599 0.00331278 0.00316809 0.00276932 0.00229052 0.00294538 0.00338714 0.0032118 0.00337157 0.00347437 0.00331927
internal_weight=0 1898 455 149 1786 306 112 1664 885 231 831 169 482 349 779 370 310 409 139 122 114 118 270 231 430 255 205
internal_count=2353 1898 455 149 1786 306 112 1664 885 231 831 169 482 349 779 370 310 409 139 122 114 118 270 231 430 255 205
is_linear=0
shrinkage=0.0032998


Tree=4335
num_leaves=26
num_cat=0
split_feature=1 52 12 3 12 1 15 3 3 1 13 15 15 15 3 15 1 3 43 13 1 49 52 52 15
split_gain=33.7759 9.41847 4.267 4.12785 1.90953 1.77165 1.74167 3.02781 1.6258 1.49276 1.84369 1.37389 1.35472 0.833242 0.81931 0.810305 0.545161 0.53729 0.380078 0.338776 0.334752 0.269632 0.270925 0.215427 0.203416
threshold=0.10538500000000002 -0.40011499999999994 -0.029844999999999997 -0.052614999999999995 0.095330000000000012 0.092655000000000015 1.0000000180025095e-35 -0.116045 -0.13392999999999997 0.13584500000000002 -0.009329999999999998 -0.14636999999999997 0.11699500000000002 0.076335000000000014 -0.070889999999999995 -0.079109999999999986 0.090740000000000015 0.092330000000000009 0.065040000000000014 -0.053049999999999993 0.118385 0.091085000000000013 -0.020049999999999995 -0.11756999999999999 0.094425000000000023
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=2 -2 5 11 6 -1 7 -4 -8 10 20 -3 13 15 16 -6 18 21 -10 -17 -5 23 -23 -9 -15
right_child=1 3 4 9 12 -7 8 17 14 -11 -12 -13 -14 24 -16 19 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0019786525930561376 0.0024685234072293893 0.0011271310621796225 0.0015688841296255017 0.0014925115761241607 0.0022353661915569052 0.0011530495506956655 0.002977530687487363 0.0021890428407824584 0.0023991394451067698 0.00051394734603874698 0.0006536998802869463 0.0018238915905322921 0.0015515833152172642 0.0024853094459908807 0.0027602187372990821 0.0016133231344253578 0.0020079359515367489 0.0019770557078074031 0.0021004895719280263 0.0019631081545903595 0.0011151976637848312 0.0023175854405540707 0.0019999590742382231 0.0023796984083420888 0.0022107140650605207
leaf_weight=59 58 52 78 52 89 55 53 88 455 103 88 77 54 55 55 52 52 66 54 78 53 61 62 321 74
leaf_count=59 58 52 78 52 89 55 53 88 455 103 88 77 54 55 55 52 52 66 54 78 53 61 62 321 74
internal_value=0 0.00122073 0.00220024 0.00105036 0.00224065 0.00158064 0.0023005 0.00218184 0.00242034 0.000835419 0.0010068 0.0015433 0.00204032 0.00211606 0.00237235 0.00199102 0.00233426 0.00226173 0.00236752 0.00182347 0.00130239 0.00229698 0.00215777 0.00233876 0.00232806
internal_weight=0 483 1861 425 1747 114 1345 676 669 296 193 129 402 348 616 219 561 598 509 130 105 532 123 409 129
internal_count=2344 483 1861 425 1747 114 1345 676 669 296 193 129 402 348 616 219 561 598 509 130 105 532 123 409 129
is_linear=0
shrinkage=0.0032998


Tree=4336
num_leaves=19
num_cat=0
split_feature=2 2 2 2 15 49 51 15 14 151 2 43 15 2 1420 401 457 2
split_gain=15.296 8.19651 3.13454 2.07938 1.34425 1.49101 1.32686 0.86689 0.677523 0.647128 0.875221 0.550967 1.72521 0.371967 0.344706 0.378038 0.371663 0.103217
threshold=0.11517500000000001 -1.0000000180025095e-35 0.15855000000000002 0.10272000000000002 -0.013969999999999998 0.088595000000000021 -0.086894999999999986 -0.10245999999999998 0.062655000000000016 -1.0000000180025095e-35 0.13443000000000002 -0.12584499999999996 0.029300000000000003 0.10836000000000003 -0.023194999999999997 0.083100000000000021 0.082380000000000009 0.083570000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 8 5 -5 -2 -1 11 -8 -11 12 -3 -6 -13 16 -16 -17
right_child=2 3 -4 4 13 -7 9 -9 -10 10 -12 14 -14 -15 15 17 -18 -19
leaf_value=0.00077648504887994723 0.0015989750058191571 0.0012584363457204771 0.00032606922038771048 0.0010958032871560377 0.0020533981853831616 0.0017127825051032634 0.00071220677616433696 0.001274610837008885 0.0022095712986699031 0.0013987796954684595 0.00089570918708334021 0.0021488662084147149 0.0019794484947411963 0.0016769277073604737 0.0018747130342230826 0.0021686342114540153 0.0016380019982238519 0.0019665363239158417
leaf_weight=72 58 63 61 90 54 82 52 82 67 74 78 55 86 65 1097 53 80 75
leaf_count=72 58 63 61 90 54 82 52 82 67 74 78 55 86 65 1097 53 80 75
internal_value=0 0.00177418 0.00100056 0.00183455 0.00157753 0.00139015 0.00115747 0.00104195 0.00188199 0.00103177 0.00114086 0.00186742 0.00167483 0.00184806 0.0018885 0.0018775 0.00185865 0.00205049
internal_weight=0 2021 323 1867 291 172 262 154 1576 204 152 1509 149 119 1360 1305 1177 128
internal_count=2344 2021 323 1867 291 172 262 154 1576 204 152 1509 149 119 1360 1305 1177 128
is_linear=0
shrinkage=0.0032998


Tree=4337
num_leaves=25
num_cat=0
split_feature=3 10 13 156 3 16 3 12 50 13 13 12 12 16 3 130 12 12 12 1455 457 16 50 16
split_gain=19.3336 4.53755 2.77383 2.642 2.44024 1.83221 1.57524 1.5308 1.42281 1.22764 0.977856 0.728686 0.419235 0.438857 0.395055 0.385215 0.331907 0.325341 0.310162 0.324983 0.297551 0.203691 0.284463 0.312344
threshold=-0.063814999999999997 -1.0000000180025095e-35 -0.00067499999999999993 0.050840000000000003 -0.10468499999999999 0.15050500000000003 0.30835000000000007 0.093840000000000021 0.083640000000000006 -0.09330999999999999 -0.0095949999999999976 0.083825000000000024 -0.029844999999999997 -0.013024999999999998 0.10703500000000001 0.087820000000000023 0.092395000000000019 0.11086000000000001 0.091475000000000015 0.081065000000000012 0.018630000000000004 0.21684500000000004 0.089390000000000011 -0.073494999999999991
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=4 -2 6 8 5 10 9 15 14 -3 -1 -12 13 -11 -4 16 18 21 19 20 -6 22 23 -9
right_child=1 2 3 -5 7 -7 -8 17 -10 12 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0013817976110557777 0.00070290510990630615 0.001856266318452481 0.0015181203362474502 0.0022880521234136583 0.0022562175408889873 0.0022143803566507122 0.00084639235739735602 0.0022838013329385372 0.0020258840052903237 0.0010052743163692984 0.0015054296716940721 0.0019925963875040129 0.0015349475272607451 0.0014089344685620326 0.0011635209135584213 0.0019738996317843209 0.0024301450537254727 0.0017020712497840692 0.001957618495573135 0.0019747733322284956 0.0019908560875911367 0.0018466685475360873 0.001864556957851569 0.0019797039642064401
leaf_weight=87 87 54 103 73 669 91 68 73 53 70 52 98 52 52 53 78 78 52 56 58 52 84 70 81
leaf_count=87 87 54 103 73 669 91 68 73 53 70 52 98 52 52 53 78 78 52 56 58 52 84 70 81
internal_value=0 0.00140624 0.00151204 0.00174659 0.00207124 0.00181521 0.00128846 0.00213337 0.0015573 0.00142015 0.00166179 0.00182395 0.00128461 0.00117761 0.00139787 0.00220059 0.00221992 0.00194823 0.00220024 0.00221764 0.00223713 0.00198967 0.00204314 0.00212408
internal_weight=0 665 578 282 1679 328 296 1351 209 228 237 150 174 122 156 991 913 360 835 779 721 308 224 154
internal_count=2344 665 578 282 1679 328 296 1351 209 228 237 150 174 122 156 991 913 360 835 779 721 308 224 154
is_linear=0
shrinkage=0.0032998


Tree=4338
num_leaves=21
num_cat=0
split_feature=10 2 12 13 15 12 12 15 151 15 401 43 160 13 2 43 13 43 12 12
split_gain=1.8747 0.691116 0.529055 0.701906 0.485614 0.470348 0.449072 0.449616 0.389654 0.293214 0.263392 0.289925 0.37183 0.320205 0.360695 0.354809 0.226527 0.174718 0.171252 0.122956
threshold=-0.092019999999999977 0.10836000000000003 -0.007389999999999999 -0.0094049999999999984 -0.42075999999999997 -0.092124999999999985 0.087495000000000003 -0.032704999999999991 0.061780000000000009 -0.093124999999999986 0.085605000000000014 -0.092184999999999989 -0.012644999999999998 -0.084484999999999991 0.091005000000000016 -0.082739999999999994 -0.0063399999999999993 -0.073404999999999984 0.086985000000000021 0.10648500000000001
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 2 3 5 -3 -2 7 9 10 -6 11 12 -4 14 -13 -15 -14 -8 -12 -19
right_child=1 4 8 -5 6 -7 17 -9 -10 -11 18 13 16 15 -16 -17 -18 19 -20 -21
leaf_value=-0.0085468711235761104 0.013308359135861271 0.030246431046714158 0.0062406506547050241 0.0028463112558082411 0.005483901130475137 0.035191248196270543 0.025791190830817854 -0.0048707082824333741 0.039782101383523547 0.023243579870783376 0.039752425765093025 0.018129849632057438 0.013483734725186776 0.03707746446945543 0.032435701657071367 0.025898525854995271 0.02676202434792397 0.021077338832446679 0.02755147600739578 0.010641721564907253
leaf_weight=54 56 68 52 71 54 56 84 52 53 52 52 266 54 90 62 829 116 65 93 65
leaf_count=54 56 68 52 71 54 56 84 52 53 52 52 266 54 90 62 829 116 65 93 65
internal_value=0 0.023153 0.024581 0.0159654 0.0171447 0.0242658 0.0147449 0.00792101 0.0255258 0.0142131 0.0250565 0.0243759 0.0187415 0.0253775 0.0208395 0.0269953 0.0225548 0.0197747 0.0319394 0.0158734
internal_weight=0 2290 1850 183 440 112 372 158 1667 106 1614 1469 222 1247 328 919 170 214 145 130
internal_count=2344 2290 1850 183 440 112 372 158 1667 106 1614 1469 222 1247 328 919 170 214 145 130
is_linear=0
shrinkage=0.16829


Tree=4339
num_leaves=28
num_cat=0
split_feature=10 3 1 12 1 3 3 39 3 2 1212 15 1 1 3 15 133 3 16 1 50 15 15 15 16 15 1
split_gain=1.29742 0.479621 0.569367 0.57505 0.436275 0.321529 0.303937 0.384773 0.299613 0.437452 0.467146 0.404368 0.518395 0.347242 0.346579 0.322551 0.302306 0.461922 0.205168 0.186901 0.404533 0.223097 0.181105 0.171179 0.169675 0.126915 0.098446
threshold=-0.092019999999999977 -0.068254999999999982 0.10574000000000001 -0.089089999999999989 0.11762000000000002 0.06269000000000001 0.15251000000000001 0.090880000000000016 -0.085044999999999996 0.083815000000000014 0.087685000000000013 0.0056700000000000006 0.078015000000000015 0.07677500000000001 -0.082254999999999981 0.084535000000000013 -0.0082649999999999998 -0.083249999999999977 -0.013024999999999998 0.090485000000000024 0.090980000000000019 -0.040804999999999994 0.054100000000000002 0.09167500000000002 0.18612500000000001 -0.10245999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 5 -4 8 18 7 -5 9 13 11 12 -11 -2 16 -13 -10 -18 26 21 -21 25 -15 -23 -7 -16 -3
right_child=1 2 3 6 -6 24 -8 -9 14 10 -12 15 -14 22 19 -17 17 -19 -20 20 -22 23 -24 -25 -26 -27 -28
leaf_value=-0.0071085195860150861 0.034798831853550871 0.015252078585042794 0.02293530708442278 -0.0045310211211386916 0.035089076077498033 0.029638202469601537 0.016505692203951611 0.012631666674062163 0.018472459492287967 0.018299538985250958 0.001619216087251162 0.034178793429722652 0.0035679068250389417 0.027353134351893616 0.02534922881879036 0.019007694403195798 0.023360795131952751 0.041882517987067561 0.021870070608494926 0.0048048252151692041 0.024151942944269596 0.029705408681278515 0.014340516488906338 0.020219176199639106 0.017931253327965649 0.015878806179942122 0.006226810035066482
leaf_weight=54 66 89 70 102 59 102 52 58 63 199 61 54 103 52 54 155 79 75 94 61 62 132 75 94 55 167 57
leaf_count=54 66 89 70 102 59 102 52 58 63 199 61 54 103 52 54 155 79 75 94 61 62 132 75 94 55 167 57
internal_value=0 0.0192588 0.015497 0.00970226 0.0208432 0.0196087 0.00532438 0.00167922 0.0203005 0.0179175 0.0155715 0.0172335 0.0132811 0.0248612 0.0226146 0.0229361 0.0283597 0.0323928 0.0157156 0.0204243 0.0145716 0.0220307 0.0196827 0.0257678 0.0255485 0.018201 0.0117408
internal_weight=0 2290 679 282 1611 397 212 160 1552 765 572 511 302 193 787 209 217 154 240 570 123 447 127 226 157 221 146
internal_count=2344 2290 679 282 1611 397 212 160 1552 765 572 511 302 193 787 209 217 154 240 570 123 447 127 226 157 221 146
is_linear=0
shrinkage=0.16829


Tree=4340
num_leaves=19
num_cat=0
split_feature=4 3 3 43 3 4 3 48 4 42 4 4 49 475 15 52 42 3
split_gain=26.7712 9.22723 3.29332 4.8787 1.69905 1.3283 2.13474 0.819936 0.717122 0.621592 0.606486 1.53742 0.694914 0.375078 0.28139 0.236884 0.244557 0.0563987
threshold=0.30163500000000004 -0.049204999999999992 0.25468500000000005 -0.030304999999999995 0.13772500000000001 -0.032764999999999996 0.092330000000000009 0.084965000000000027 0.032965000000000001 0.086700000000000013 -0.49269499999999994 -0.14994999999999997 -0.061834999999999994 -0.085719999999999977 -0.086599999999999996 1.0000000180025095e-35 0.09087000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 7 9 -5 17 -3 10 -2 -1 -12 -13 -14 -15 16 -10 -7
right_child=4 2 -4 5 -6 6 -8 -9 15 -11 11 12 13 14 -16 -17 -18 -19
leaf_value=0.0023036883735956877 0.0010234238814473108 0.0013125397438085639 0.00064209470511337454 0.0020810099579731444 0.00020054847763483567 0.0017840834304132937 0.0010483695469376388 0.00081078555433925197 0.0018127584640828971 0.00064100144455625486 0.0014726158794058652 0.0016628987792646904 0.0022269112201821688 0.0021081486073775313 0.0019641652279553854 0.0019152550874949402 0.001532261873778849 0.0019526386540777564
leaf_weight=59 97 64 53 103 60 53 52 81 79 90 68 71 78 183 994 82 64 52
leaf_count=59 97 64 53 103 60 53 52 81 79 90 68 71 78 183 994 82 64 52
internal_value=0 0.00183216 0.00141675 0.00151804 0.000684476 0.00178869 0.00159668 0.00103249 0.00194553 0.000839559 0.00197259 0.00195855 0.00198344 0.00200155 0.00198658 0.00177064 0.00168747 0.00186789
internal_weight=0 2136 458 405 247 260 157 145 1678 187 1453 1394 1326 1255 1177 225 143 105
internal_count=2383 2136 458 405 247 260 157 145 1678 187 1453 1394 1326 1255 1177 225 143 105
is_linear=0
shrinkage=0.0032998


Tree=4341
num_leaves=30
num_cat=0
split_feature=3 3 39 0 156 3 52 0 3 123 160 3 0 0 0 51 0 159 13 3 13 13 52 52 52 13 159 3 0
split_gain=16.8566 5.50922 3.30964 2.15716 1.6605 1.53995 1.25686 1.23068 1.2055 1.02878 0.717769 0.366812 0.307518 0.339337 0.297274 0.283912 0.350162 0.279686 0.359499 0.349251 0.275103 0.265327 0.242618 0.365434 0.301566 0.236849 0.169478 0.107804 0.100049
threshold=-0.049204999999999992 0.30835000000000007 0.082470000000000016 -0.071844999999999978 0.08426500000000002 0.11745500000000002 -0.42890999999999996 -0.097074999999999981 -0.091649999999999995 0.089155000000000012 -0.012644999999999998 -0.095119999999999996 -0.057864999999999993 -0.068214999999999984 0.033830000000000006 0.087605000000000016 -0.12608499999999997 0.042925000000000005 -0.085409999999999986 -0.081784999999999983 -0.009329999999999998 -0.088589999999999988 0.10347000000000002 0.31838000000000005 -0.099329999999999988 -0.099939999999999987 0.10369500000000002 -0.096749999999999989 -0.086284999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 15 11 10 14 20 -1 -5 13 -10 -8 16 -2 18 19 28 -4 -21 24 -24 -20 -12 -19 -26 -9
right_child=1 -3 9 6 -6 -7 8 17 12 -11 25 -13 -14 -15 -16 -17 -18 26 22 21 -22 -23 23 -25 27 -27 -28 -29 -30
leaf_value=0.001904652605296519 0.0012368087607894309 0.00040239098979740628 0.0012232220882655892 0.0020347151481293216 0.0019077325837618256 0.00092406977076324134 0.0010228869708326864 0.0021461780038518445 0.0015254537024867395 0.00064030314321504133 0.001291118507221263 0.0016468595491665045 0.0014153519426092062 0.0018937026771952863 0.0013456730690812693 0.0017254201867675084 0.0016194284118202968 0.0021642874615728854 0.0016516992114423996 0.0017017432473278025 0.0009306084398946554 0.0020126344874180761 0.0014992974164359781 0.0018253250639857874 0.0017310621873365677 0.001568933465366596 0.0019028108263427765 0.0018916246556468649 0.0019509229618556176
leaf_weight=59 55 96 97 58 77 67 60 86 53 74 53 52 55 60 68 52 52 54 80 76 57 53 64 97 57 101 63 455 52
leaf_count=59 55 96 97 58 77 67 60 86 53 74 53 52 55 60 68 52 52 54 80 76 57 53 64 97 57 101 63 455 52
internal_value=0 0.00113039 0.00126194 0.00176087 0.00148814 0.00134502 0.0015494 0.00182445 0.00143694 0.000961185 0.00159313 0.00185169 0.00162135 0.0017213 0.00119464 0.00152218 0.00142308 0.00186775 0.00184981 0.00195553 0.00111515 0.00182975 0.00181228 0.00169594 0.00184386 0.00147355 0.00202379 0.00187382 0.00207286
internal_weight=0 627 531 1756 303 226 406 1350 296 228 213 110 168 113 128 159 107 1137 1020 267 154 129 753 161 592 154 117 512 138
internal_count=2383 627 531 1756 303 226 406 1350 296 228 213 110 168 113 128 159 107 1137 1020 267 154 129 753 161 592 154 117 512 138
is_linear=0
shrinkage=0.0032998


Tree=4342
num_leaves=19
num_cat=0
split_feature=4 0 123 160 160 150 0 4 133 2 0 0 12 4 0 52 52 13
split_gain=1.72577 0.6874 0.665681 0.500145 0.392794 0.331815 0.604485 0.926764 0.271265 0.303552 0.209845 0.48358 0.292175 0.185692 0.17728 0.176226 0.174833 0.174061
threshold=0.40124500000000002 -0.096594999999999986 0.083715000000000026 -0.082299999999999984 -0.5335399999999999 0.089910000000000018 -0.15653499999999998 -0.0058549999999999991 0.085435000000000025 0.13538500000000001 0.048655000000000011 0.12358500000000001 0.023990000000000004 0.50934500000000005 -0.10946999999999998 0.091820000000000013 0.10160000000000001 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 -5 -8 9 13 12 -12 -6 -2 -9 17 -17 -14
right_child=8 2 -4 5 10 -7 7 14 -10 -11 11 -13 15 -15 -16 16 -18 -19
leaf_value=0.024426714098570401 -0.00071905178591249726 0.035419969598395336 0.0038494402979163725 0.02764381132420398 0.030099237969550701 -0.0018240829654783801 -0.0062994385340524725 0.020797218644125891 0.014383135614016461 -0.0095734017342974549 0.0020712894559662301 0.0226085565624508 0.022580678225025973 0.012324839857431645 0.0094008846803815081 0.0092758921701684774 0.019120759891771318 0.016653427080083955
leaf_weight=87 67 53 66 59 99 55 79 92 52 57 55 80 882 57 68 66 239 170
leaf_count=87 67 53 66 59 99 55 79 92 52 57 55 80 882 57 68 66 239 170
internal_value=0 0.0189264 0.0204546 0.012983 0.0211202 0.0101575 0.0123749 0.00859811 0.00366859 0.000580455 0.0206427 0.0142548 0.0212337 0.00526244 0.015965 0.0205856 0.0169963 0.0216246
internal_weight=0 2150 1710 440 1644 353 298 239 233 181 1591 135 1456 124 160 1357 305 1052
internal_count=2383 2150 1710 440 1644 353 298 239 233 181 1591 135 1456 124 160 1357 305 1052
is_linear=0
shrinkage=0.16829


Tree=4343
num_leaves=19
num_cat=0
split_feature=4 13 480 3 3 49 13 123 3 16 3 475 133 42 15 52 475 49
split_gain=1.24652 0.500514 0.467005 0.438351 0.296759 0.367199 0.786395 0.29248 0.264601 0.602809 0.668529 0.229855 0.247967 0.398061 0.168124 0.137445 0.0695772 0.0634727
threshold=0.024315000000000003 -0.16152999999999998 -1.0000000180025095e-35 0.13524500000000003 0.097710000000000005 -0.047749999999999994 -0.066659999999999983 0.089295000000000013 -0.14162499999999997 -0.41574999999999995 -0.026769999999999999 -0.085719999999999977 0.40438500000000005 0.10400000000000001 -0.088954999999999992 0.090020000000000017 -0.098879999999999982 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -4 8 -2 17 14 16 13 -13 -11 -14 -7 -10
right_child=3 2 4 -5 -6 11 -8 -9 9 10 -12 12 15 -15 -16 -17 -18 -19
leaf_value=0.0017433436360864622 0.0018310312483276021 0.033029601678921557 0.022411346500928533 -0.003349849956147846 0.028770178866286699 0.020378544165249715 -0.00063808902629246831 -0.0012994477333061712 0.016579055609835847 0.0073638826937832214 -0.005840338865401095 0.016708807338317325 0.029554896581590828 0.0039382949965541978 0.018044638999526172 0.017870411499460108 0.029237306836813821 0.024047787285453089
leaf_weight=61 73 52 72 84 57 52 100 60 52 74 72 1137 62 74 98 55 53 95
leaf_count=61 73 52 72 84 57 52 100 60 52 74 72 1137 62 74 98 55 53 95
internal_value=0 0.016756 0.0172892 0.00792032 0.0167957 0.0163693 0.00900007 0.00973042 0.0111606 0.0128978 0.00775737 0.0172525 0.0166491 0.0159299 0.0134599 0.0240775 0.0248672 0.021418
internal_weight=0 1775 1714 608 1662 1605 172 524 464 391 244 1433 1328 1211 172 117 105 147
internal_count=2383 1775 1714 608 1662 1605 172 524 464 391 244 1433 1328 1211 172 117 105 147
is_linear=0
shrinkage=0.16829


Tree=4344
num_leaves=14
num_cat=0
split_feature=1 1 49 49 2 1 16 14 1 48 48 1453 2
split_gain=1.00009 0.43999 0.567432 0.41992 0.398285 0.359813 0.265697 0.227567 0.168157 0.225722 0.192319 0.192159 0.167703
threshold=0.14967500000000003 0.10915500000000002 -0.14731999999999998 -0.078459999999999988 0.10981000000000002 0.11634000000000001 -0.38959499999999997 0.078235000000000013 0.10638500000000002 0.10168500000000001 0.091840000000000019 -0.064249999999999988 -0.017044999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 12 -6 -7 8 9 10 11 -4 -5
right_child=-2 3 7 4 5 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.030803892619971348 -0.010777540387433683 -0.0067009102457627808 0.0042353320896950913 0.00970077816621304 -0.0071732676310160325 0.00069289482330755689 0.015212176324703428 0.0027045636011148663 0.022660544347007879 0.0052832680418372783 0.022169021722251023 0.013616176842810725 0.02211376368925929
leaf_weight=53 53 52 65 54 52 62 85 58 55 98 72 1550 74
leaf_count=53 53 52 65 54 52 62 85 58 55 98 72 1550 74
internal_value=0 0.0125834 0.0136037 0.00732611 0.0095622 0.00483912 0.00910062 0.0131225 0.0134499 0.0131651 0.0136219 0.0132397 0.0168911
internal_weight=0 2330 1951 379 327 199 147 1898 1840 1785 1687 1615 128
internal_count=2383 2330 1951 379 327 199 147 1898 1840 1785 1687 1615 128
is_linear=0
shrinkage=0.16829


Tree=4345
num_leaves=21
num_cat=0
split_feature=4 3 2 2 48 11 3 0 12 3 0 16 14 16 0 51 52 1453 0 3
split_gain=23.891 10.2804 4.19077 4.85457 1.85176 1.52904 1.47395 1.46408 1.36425 1.34214 1.07802 1.05339 0.971724 1.0095 0.937779 0.639901 0.556488 0.362572 0.340764 0.18857
threshold=0.30163500000000004 -0.068254999999999982 -0.0091949999999999983 0.14307 0.088800000000000004 1.0000000180025095e-35 -0.11756999999999999 -0.11912999999999999 0.084055000000000005 -0.080804999999999974 -0.17106499999999999 0.25032500000000008 -1.0000000180025095e-35 -0.50327499999999992 -0.12324999999999998 -0.21268499999999999 0.10096500000000001 -1.0000000180025095e-35 -0.097074999999999981 -0.086234999999999992
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 5 -3 4 10 6 -1 -6 19 -2 -4 -7 -11 -14 -12 -10 -16 -17 -19 -8
right_child=9 2 3 -5 7 11 8 -9 15 12 14 -13 13 -15 16 17 -18 18 -20 -21
leaf_value=0.0014314587616924997 0.0011236366615008885 0.00055791594229603371 0.002193970086782457 0.00060342858050556466 0.00096360883124820419 0.0025512170345440193 0.0023778680864547492 0.0016802908578596434 0.0016058321605582817 0.00090325353455605905 0.0012760321555906908 0.0019404628303046497 0.00064968297604261951 4.0586779507792693e-05 0.0018780383238318319 0.0021914338561657191 0.0014949124765718004 0.0016963536715507341 0.0019215297683007504 0.0021078414617093587
leaf_weight=68 58 56 53 57 69 72 71 57 78 56 52 55 66 54 154 52 58 82 1007 53
leaf_count=68 58 56 53 57 69 72 71 57 78 56 52 55 66 54 154 52 58 82 1007 53
internal_value=0 0.00179972 0.00141494 0.00151086 0.00162754 0.0019388 0.00190743 0.0012881 0.00193151 0.000687733 0.00176234 0.00228699 0.000543883 0.000375883 0.00167556 0.00189778 0.00177339 0.00191771 0.00190461 0.00226274
internal_weight=0 2094 556 500 443 1538 1411 126 1343 234 317 127 176 120 264 1219 212 1141 1089 124
internal_count=2328 2094 556 500 443 1538 1411 126 1343 234 317 127 176 120 264 1219 212 1141 1089 124
is_linear=0
shrinkage=0.0032998


Tree=4346
num_leaves=26
num_cat=0
split_feature=4 3 2 2 3 3 42 14 11 2 4 16 16 13 12 16 13 42 16 13 12 0 52 400 3
split_gain=26.0298 11.019 4.96671 5.37792 3.36841 1.6816 1.82625 1.39914 1.39259 1.51595 1.37401 1.3567 0.98438 0.784594 0.513124 0.750975 0.463314 0.368992 0.321039 0.309431 0.309094 0.491422 0.318485 0.202512 0.15128
threshold=0.30163500000000004 -0.066704999999999987 0.14307 -0.0091949999999999983 0.10323000000000002 0.077930000000000013 -0.010169999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.10527500000000002 -0.030434999999999993 -0.49181999999999998 0.25032500000000008 -0.057284999999999996 0.084055000000000005 -0.011694999999999999 -0.038394999999999992 -0.014374999999999997 -0.54057999999999995 -0.0039049999999999992 0.093840000000000021 -0.072364999999999985 0.0074400000000000013 -0.064794999999999978 -0.096404999999999991
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=1 8 3 -3 5 6 -5 -2 9 14 -6 18 -10 -8 15 -1 -11 19 -9 23 21 -19 -22 -16 -21
right_child=7 2 -4 4 10 -7 13 11 12 16 -12 -13 -14 -15 17 -17 -18 20 -20 24 22 -23 -24 -25 -26
leaf_value=0.0022586327793940012 0.00094280171855815162 0.00044813279609029282 0.00037896601516060086 0.0018892145280687714 0.0014247794914154569 0.0020810457100144935 0.0015217332467452355 0.00077433026670744958 0.002437160506394984 0.0016431927374976028 0.00068122363225046043 -4.5872740197561512e-05 0.0018466665785089908 0.00098887272698988497 0.0021865702393435524 0.0017795529133526793 0.0012278021693055829 0.0017948814341460769 0.00041716824864726851 0.001963104873922187 0.0015323838277998599 0.0021308842814407682 0.0018237729849731805 0.0019354841983645378 0.0017639380925687444
leaf_weight=79 69 56 57 98 52 94 68 54 72 70 57 54 55 55 59 67 52 576 57 67 95 53 76 101 135
leaf_count=79 69 56 57 98 52 94 68 54 72 70 57 54 55 55 59 67 52 576 57 67 95 53 76 101 135
internal_value=0 0.00170854 0.00130072 0.00141011 0.00153708 0.00171026 0.0015524 0.00054788 0.00184917 0.00181961 0.00103627 0.000382517 0.00218171 0.00128375 0.00185252 0.00203902 0.00146643 0.00182906 0.00059124 0.00191784 0.00178885 0.00182325 0.0016621 0.00202829 0.00183017
internal_weight=0 2094 537 480 424 315 221 234 1557 1430 109 165 127 123 1308 146 122 1162 111 362 800 629 171 160 202
internal_count=2328 2094 537 480 424 315 221 234 1557 1430 109 165 127 123 1308 146 122 1162 111 362 800 629 171 160 202
is_linear=0
shrinkage=0.0032998


Tree=4347
num_leaves=24
num_cat=0
split_feature=1 12 1 3 47 3 150 3 0 2 52 12 0 12 1 12 16 12 481 483 16 4 0
split_gain=21.77 3.46682 3.73752 2.52377 1.69458 1.26346 1.55475 0.798453 0.778884 0.718453 0.969254 0.683673 0.932805 0.474044 0.442383 0.432849 0.644447 0.362117 0.279792 0.271491 0.369843 0.171605 0.13398
threshold=0.11771500000000001 0.054520000000000006 0.09518500000000002 0.30112000000000005 0.085770000000000027 -0.0076849999999999991 1.0000000180025095e-35 -0.12595999999999999 -0.076539999999999983 0.086165000000000005 -0.15086999999999998 -0.06202499999999999 -0.13892999999999997 0.093765000000000015 0.13130500000000003 0.084055000000000005 -0.011694999999999999 0.096475000000000019 -0.081434999999999994 -0.03601999999999999 0.062910000000000008 0.0051600000000000005 -0.061994999999999995
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=1 2 11 4 14 -4 -7 9 15 -3 -11 -1 -13 -10 -2 16 -9 -15 -17 -20 -21 22 -19
right_child=3 7 5 -5 -6 6 -8 8 13 10 -12 12 -14 17 -16 18 -18 21 19 20 -22 -23 -24
leaf_value=0.0020524840517484712 0.0009426450103636716 0.0023112668200930692 0.00080092562193665264 0.00021491482697897781 0.0013588569671412565 0.0016337644002964032 0.00090729586716666629 0.002204776185851463 0.0018289639669576286 0.0021671321811802696 0.0015464099834950719 0.0019196869715625816 0.0013716718464745422 0.0013156657469189036 0.00055717899250044215 0.0015691834519826785 0.0017211793010068546 0.0017555890930843591 0.0020325965183941104 0.0017998925531291649 0.0015184775008895977 0.0014557606395657239 0.0015385461274400824
leaf_weight=64 55 56 77 75 66 78 55 69 93 54 57 66 71 57 81 66 55 94 52 824 56 55 52
leaf_count=64 55 56 77 75 66 78 55 69 93 54 57 66 71 57 81 66 55 94 52 824 56 55 52
internal_value=0 0.00171824 0.00144679 0.00073244 0.000924416 0.00113846 0.00133361 0.00178625 0.00176153 0.00200402 0.0018487 0.00176874 0.00163594 0.00162486 0.000713325 0.00180426 0.00199056 0.00155114 0.00178108 0.00179604 0.00178202 0.00161775 0.00167853
internal_weight=0 2051 411 277 202 210 133 1640 1473 167 111 201 137 351 136 1122 124 258 998 932 880 201 146
internal_count=2328 2051 411 277 202 210 133 1640 1473 167 111 201 137 351 136 1122 124 258 998 932 880 201 146
is_linear=0
shrinkage=0.0032998


Tree=4348
num_leaves=24
num_cat=0
split_feature=1 1 16 4 1 12 12 3 12 15 474 1 160 16 16 51 51 16 43 43 16 3 51
split_gain=38.0624 9.6184 5.60791 3.30766 2.34547 3.18079 1.90647 1.83839 1.83531 1.56359 0.969421 1.0193 0.863231 0.672475 0.652685 0.839076 0.767231 0.622368 0.596619 0.461111 0.460253 0.29406 0.278983
threshold=0.10508500000000001 0.13554500000000003 0.23993500000000004 0.052250000000000012 0.092235000000000025 0.090995000000000006 0.089605000000000018 0.08734500000000002 0.084645000000000012 -0.073404999999999984 0.083875000000000019 0.073870000000000005 -1.0000000180025095e-35 -0.25959999999999994 0.041625000000000002 -0.013119999999999998 -0.083919999999999981 -0.14169499999999999 -0.072469999999999993 -0.041534999999999996 -0.011694999999999999 -0.074979999999999977 0.11452500000000002
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 6 4 7 -6 12 8 10 21 11 20 -2 -3 16 -16 -10 -14 -11 -7 -1 -5 -18
right_child=1 13 -4 9 5 19 -8 -9 14 18 -12 -13 17 -15 15 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0028747408832003464 0.0016032546322614558 0.00033682794360774727 0.0024309603382039707 0.0024501919247921135 0.0016770780357591969 0.0022471834692670114 0.0019322529961322426 0.0019299473358146413 0.0028651556993981885 0.0020071055247269337 0.0023735586422965944 0.0032281032447868349 0.0013409468835114821 0.00081333396080835038 0.0025396846415014569 0.0020613700461035505 0.0024847916677949809 0.00092227564243195015 0.0015239733628242044 0.002657895043744465 0.0025191125052675513 0.0021234110578900824 0.0022301429264806943
leaf_weight=96 63 62 76 62 96 55 62 60 58 53 58 60 83 68 71 95 756 74 61 70 72 64 53
leaf_count=96 63 62 76 62 96 55 62 60 58 53 58 60 83 68 71 95 756 74 61 70 72 64 53
internal_value=0 0.00135555 0.00163476 0.00239233 0.00244662 0.00212994 0.00142006 0.00249735 0.00252313 0.00203023 0.00275808 0.00285574 0.00127556 0.000586348 0.00245805 0.00226616 0.00249475 0.00114384 0.0017489 0.00247746 0.00272254 0.00228449 0.00246815
internal_weight=0 488 358 1840 1600 221 282 1379 1319 240 286 228 220 130 1033 166 867 157 114 125 168 126 809
internal_count=2328 488 358 1840 1600 221 282 1379 1319 240 286 228 220 130 1033 166 867 157 114 125 168 126 809
is_linear=0
shrinkage=0.0032998


Tree=4349
num_leaves=15
num_cat=0
split_feature=3 15 15 11 3 48 376 12 15 43 3 51 481 15
split_gain=0.894996 0.603535 0.572891 0.650965 0.716015 0.444597 0.391131 0.629752 0.580296 0.42914 0.330778 0.312932 0.227383 0.0662573
threshold=0.10323000000000002 -0.019239999999999997 -0.40312499999999996 0.080455000000000013 -0.15315499999999996 0.08955500000000001 0.083960000000000021 0.084055000000000005 0.086070000000000021 -0.082739999999999994 -0.16324999999999998 -0.26625499999999996 -0.081434999999999994 -0.4680149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 13 4 -4 -2 7 8 9 -6 -5 -9 -13 -1
right_child=1 -3 3 10 6 -7 -8 11 -10 -11 -12 12 -14 -15
leaf_value=0.0086693061560028737 0.019744223737709097 -0.0076008086674314275 -0.0021998686436454011 0.020891129260914798 0.029412066737800908 0.0011835357398070688 0.0044327518708981327 0.005007767960538226 0.040088561394427485 0.016417979102198169 0.039465712871830719 0.0070622878519374542 0.017030496543450298 0.00039188812014476465
leaf_weight=59 81 70 56 57 112 67 67 71 53 205 53 69 1256 52
leaf_count=59 81 70 56 57 112 67 67 71 53 205 53 69 1256 52
internal_value=0 0.00525928 0.0165981 0.0172519 0.0165169 0.0113539 0.0170897 0.0175689 0.0237517 0.0210146 0.029857 0.0159289 0.0165128 0.00480778
internal_weight=0 218 2110 1999 1889 148 1833 1766 370 317 110 1396 1325 111
internal_count=2328 218 2110 1999 1889 148 1833 1766 370 317 110 1396 1325 111
is_linear=0
shrinkage=0.16829


Tree=4350
num_leaves=10
num_cat=0
split_feature=97 1375 14 3 11 147 39 4 456
split_gain=1.03132 0.645315 0.376526 0.483084 0.81813 0.282467 0.41965 0.227856 0.222301
threshold=-0.0047149999999999996 -0.14438999999999999 0.076975000000000002 -0.12595999999999999 0.081790000000000015 0.092070000000000013 0.10827500000000001 -0.41016499999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -5 -9
right_child=1 2 -4 5 -6 -7 -8 8 -10
leaf_value=-0.010979631630609938 -0.00618782398834974 -0.0076433695947774804 0.02434113799482936 0.02233927801400656 0.014650782140101314 0.025267788014259378 -0.0011685293775367154 0.013363764637286208 0.0061367048746458278
leaf_weight=55 52 88 77 75 99 53 59 1661 131
leaf_count=55 52 88 77 75 99 53 59 1661 131
internal_value=0 0.0123228 0.0127527 0.0123399 0.00414981 0.0131129 0.0127775 0.0132192 0.0128364
internal_weight=0 2295 2243 2166 187 1979 1926 1867 1792
internal_count=2350 2295 2243 2166 187 1979 1926 1867 1792
is_linear=0
shrinkage=0.16829


Tree=4351
num_leaves=14
num_cat=0
split_feature=34 1375 160 43 151 48 3 52 3 48 12 42 16
split_gain=0.528226 0.450686 0.336662 0.414746 0.322417 0.363566 0.334495 0.269684 0.252401 0.397602 0.350846 0.219335 0.104822
threshold=-0.010024999999999997 -0.14438999999999999 -0.53447999999999996 -0.24238999999999997 -0.08688499999999999 0.082225000000000006 0.096440000000000012 0.0043000000000000009 -0.049509999999999992 0.037750000000000006 -0.094119999999999995 -0.042074999999999994 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 11 5 -5 8 12 9 -6 -10 -4 -8
right_child=1 2 3 4 6 -7 7 -9 10 -11 -12 -13 -14
leaf_value=-0.0024157251890650528 -0.0051464762670453777 -0.0011315633080462093 0.014493824571748975 0.010694898753986428 0.010168843163464038 -0.0053278783410699486 0.0093434348611649166 0.028123907567095839 0.017322514466143465 0.019165973882624521 0.0017867867501954119 0.028839796607978908 0.018599380199588497
leaf_weight=96 52 66 74 86 1260 75 72 52 53 157 186 52 69
leaf_count=96 52 66 74 86 1260 75 72 52 53 157 186 52 69
internal_value=0 0.0103157 0.0106817 0.0110475 0.0104586 0.00321971 0.0110879 0.0177312 0.0103126 0.011167 0.00523947 0.0204286 0.0138857
internal_weight=0 2254 2202 2136 2010 161 1849 193 1656 1417 239 126 141
internal_count=2350 2254 2202 2136 2010 161 1849 193 1656 1417 239 126 141
is_linear=0
shrinkage=0.16829


Tree=4352
num_leaves=24
num_cat=0
split_feature=1 12 1 2 14 4 12 1 12 1 2 4 4 49 159 0 12 160 4 4 12 1212 42
split_gain=76.4264 12.3905 6.97141 5.25216 3.66314 2.50725 2.16992 2.08092 1.7024 1.46487 1.09108 1.12072 1.07258 0.954424 0.882343 0.861915 0.678186 0.656207 0.54174 0.45033 0.308179 0.270818 0.254314
threshold=0.10471500000000002 0.085090000000000013 0.12394500000000001 0.098365000000000022 0.054835000000000009 0.41379000000000005 -0.029844999999999997 0.090740000000000015 0.088395000000000015 0.12958500000000003 0.11585500000000001 -0.060264999999999992 0.046720000000000005 0.0093850000000000027 0.075610000000000011 -0.11471499999999998 0.091255000000000017 -0.067104999999999984 -0.096364999999999992 -0.074219999999999994 -1.0000000180025095e-35 0.087685000000000013 0.096415000000000015
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 5 12 4 7 14 -5 15 -9 -7 11 -8 -3 -13 20 -1 18 -18 -17 -19 -2 -20 -10
right_child=1 2 -4 6 -6 9 10 8 22 -11 -12 13 -14 -15 -16 16 17 19 21 -21 -22 -23 -24
leaf_value=0.0018125366835775297 0.00049705993015093815 0.0019826278277729507 0.00029035244497394339 0.0010805754319886201 0.0029053565432342926 0.00032959757896086248 0.0022381721283533155 0.0013455262423309404 0.002093857883975861 -0.00030344800370776142 0.0014841145235363943 0.0014627483773897438 0.0013742036127736325 0.0019816463608865009 0.00015815343364059087 0.0025349101662835755 0.0017002547504781625 0.0022301010447307564 0.0022291826545562088 0.0019154709954104991 0.00082876759141665957 0.002036782868230442 0.0018052941645069903
leaf_weight=75 59 74 52 53 65 67 80 63 99 98 87 69 56 90 52 60 52 141 663 80 65 96 54
leaf_count=75 59 74 52 53 65 67 80 63 99 98 87 69 56 90 52 60 52 141 663 80 65 96 54
internal_value=0 0.000617036 0.0013123 0.00204776 0.00213837 0.000245853 0.00170148 0.00210229 0.00180378 -4.61796e-05 0.00180232 0.001918 0.00172081 0.00175669 0.000519834 0.00215752 0.00218118 0.00203724 0.00222911 0.00211637 0.000671223 0.00220489 0.00199224
internal_weight=0 523 182 1827 1448 341 379 1383 216 165 326 239 130 159 176 1167 1092 273 819 221 124 759 153
internal_count=2350 523 182 1827 1448 341 379 1383 216 165 326 239 130 159 176 1167 1092 273 819 221 124 759 153
is_linear=0
shrinkage=0.0032998


Tree=4353
num_leaves=15
num_cat=0
split_feature=4 3 124 457 3 13 0 0 0 4 0 43 3 4
split_gain=20.5423 5.7166 3.02298 1.39581 1.48503 1.54692 2.16902 1.39136 1.12751 1.07761 1.7737 0.559134 0.442903 0.25049
threshold=0.30163500000000004 0.20828500000000003 -0.043384999999999993 0.080930000000000016 -0.16802999999999998 0.034905000000000012 -0.068484999999999976 -0.093039999999999984 -0.081444999999999976 -0.41016499999999995 -0.061994999999999995 -0.070049999999999987 -0.093224999999999988 0.42953500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 9 12 -5 -1 -6 -11 -2 -7 -13
right_child=11 -3 3 7 5 6 -8 -9 -10 10 -12 13 -14 -15
leaf_value=0.0013992606837498521 0.00034533777090714333 0.0004994655421015191 0.0020905874574329319 0.00084945730363366874 0.0020402022419987722 0.0016762114120840524 0.00075087823823099284 0.001550157611617213 0.00075379914202127656 0.0016548392753624362 0.0012157888541431273 0.00049610148166639545 0.0013026834809466128 0.00076759921020106185
leaf_weight=56 94 56 72 52 71 93 52 77 63 1337 109 60 57 101
leaf_count=56 94 56 72 52 71 93 52 77 63 1337 109 60 57 101
internal_value=0 0.0015405 0.00156907 0.00160074 0.00162469 0.00160515 0.00133295 0.00126798 0.00105784 0.00164138 0.00162177 0.000548337 0.00153451 0.000666639
internal_weight=0 2095 2039 1920 1791 1719 202 129 119 1517 1446 255 150 161
internal_count=2350 2095 2039 1920 1791 1719 202 129 119 1517 1446 255 150 161
is_linear=0
shrinkage=0.0032998


Tree=4354
num_leaves=28
num_cat=0
split_feature=12 15 3 148 43 12 43 15 43 12 49 12 3 15 49 12 49 52 52 1212 1211 481 52 52 133 3 43
split_gain=12.5469 3.08787 2.8347 2.85395 2.16427 1.86291 1.39732 0.990606 0.855905 1.02655 0.79275 0.547316 0.496601 0.455834 0.449579 0.339089 0.305264 0.271682 0.267906 0.243601 0.211903 0.236426 0.174336 0.329904 0.223932 0.151869 0.0488773
threshold=0.054520000000000006 -0.37478999999999996 0.13772500000000001 -1.0000000180025095e-35 -0.049364999999999992 0.091475000000000015 -0.085594999999999991 -0.17677499999999999 -0.080249999999999988 0.093595000000000025 -1.0000000180025095e-35 0.10888000000000002 0.077930000000000013 -0.4680149999999999 -0.081334999999999977 0.093765000000000015 0.082565000000000013 -0.097839999999999996 -0.017224999999999997 0.088495000000000018 0.082210000000000019 -0.078554999999999986 0.061255000000000011 -0.53454499999999994 0.071360000000000021 -0.082284999999999983 -0.03750499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -3 6 14 -5 -7 9 -9 -6 -11 -12 -1 -2 26 17 -16 -19 22 21 -20 23 -17 -24 -18 -10
right_child=5 2 -4 4 10 7 -8 8 15 11 12 -13 -14 -15 16 19 25 18 20 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0.00071697216777478654 0.0013282826633254051 0.00049171595486101566 0.00051640497411871238 0.0013404853842234072 0.001230671116267006 0.0009576761042870526 0.00068117506986818709 0.00085248008572837229 0.0015785078879815204 0.0015304445991906669 0.0014683280299523493 0.0011129986195347699 0.0018574034601602342 0.00033913533990054441 0.0014317632257474589 0.0016029725575501435 0.0018615277313875677 0.001843036021364411 0.001445562073025953 0.0016568138172261132 0.0014048588402622573 0.0016577331881943683 0.0013901376712125893 0.0013004122094385686 0.0016807328519842545 0.0016522743911358225 0.0017289464146625301
leaf_weight=76 56 53 77 67 70 52 74 53 52 101 74 53 72 65 88 52 90 61 69 59 53 445 64 179 57 74 64
leaf_count=76 56 53 77 67 70 52 74 53 52 101 74 53 72 65 88 52 90 61 69 59 53 445 64 179 57 74 64
internal_value=0 0.00097356 0.00109813 0.0012073 0.00131344 0.00151862 0.000994714 0.00139985 0.00143113 0.00125032 0.00152133 0.00138701 0.00166044 0.000543042 0.00161832 0.00150208 0.00163674 0.00160678 0.00163125 0.00145691 0.0016084 0.00162932 0.00142331 0.00136867 0.00152732 0.00176732 0.00166181
internal_weight=0 628 487 410 357 1722 141 786 734 207 216 154 146 141 936 527 880 716 628 411 567 514 352 231 121 164 116
internal_count=2350 628 487 410 357 1722 141 786 734 207 216 154 146 141 936 527 880 716 628 411 567 514 352 231 121 164 116
is_linear=0
shrinkage=0.0032998


Tree=4355
num_leaves=20
num_cat=0
split_feature=4 14 16 14 157 48 16 16 16 4 16 43 16 4 48 48 42 133 4
split_gain=1.0989 0.402748 0.612538 0.389089 0.379042 0.457633 0.679432 0.499706 0.415909 0.687903 0.594968 0.48747 0.330548 0.284789 0.157143 0.210695 0.137943 0.128658 0.163636
threshold=0.27161500000000005 -0.44847999999999993 -0.4714549999999999 0.062655000000000016 0.088145000000000015 0.093265000000000015 0.081265000000000018 0.0048200000000000005 -0.011859999999999997 -1.0000000180025095e-35 -0.019164999999999998 -0.052219999999999996 -0.040964999999999994 -0.50215999999999983 0.10168500000000001 0.11270000000000001 0.08512500000000002 0.088115000000000013 -0.040489999999999991
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 16 4 5 6 8 14 10 11 12 -10 -1 -8 -7 -16 -3 18 -15
right_child=1 2 -4 -5 -6 7 13 -9 9 -11 -12 -13 -14 17 15 -17 -18 -19 -20
leaf_value=0.014974776824785879 0.01578807551504224 0.009562401901254897 -0.012807024754974762 0.025495142207290669 0.0031959864844919592 0.019096700797944312 0.031531540821182619 -0.0058822043131346105 0.008937977007393837 0.02588925044802852 0.031192309339584442 -0.0071932429791311111 0.0039122264351280451 0.014847522812695992 0.00079669935998517372 0.015708946385989277 -0.0011711189447940586 0.012611370005251031 0.026358009126775824
leaf_weight=911 53 96 76 79 98 55 73 63 218 53 61 70 84 58 56 52 52 60 92
leaf_count=911 53 96 76 79 98 55 73 63 218 53 61 70 84 58 56 52 52 60 92
internal_value=0 0.00259469 -0.000518935 0.0138854 0.0134269 0.013952 0.0149093 0.00682751 0.0133829 0.00826124 0.015035 0.00501096 0.0140427 0.022438 0.0117509 0.00799331 0.00577903 0.0192684 0.0219193
internal_weight=0 277 224 2083 2004 1906 1680 226 1397 341 1056 288 995 283 163 108 148 210 150
internal_count=2360 277 224 2083 2004 1906 1680 226 1397 341 1056 288 995 283 163 108 148 210 150
is_linear=0
shrinkage=0.16829


Tree=4356
num_leaves=30
num_cat=0
split_feature=1 1 14 12 12 10 15 1 12 15 43 15 15 43 43 1 13 15 13 43 15 403 157 130 12 1 43 151 13
split_gain=40.0409 7.70991 6.64601 5.31558 2.93995 1.92071 1.79244 1.67976 1.36236 0.827982 0.633601 0.524378 0.583691 0.44494 0.400449 0.397582 0.369368 0.304008 0.403308 0.280181 0.272484 0.262475 0.229653 0.183722 0.163374 0.14332 0.0855139 0.0671027 0.177122
threshold=0.104035 0.12419000000000001 0.054835000000000009 0.085090000000000013 0.077755000000000005 -0.0079749999999999977 -0.18708499999999997 0.092655000000000015 0.092900000000000024 -0.058234999999999988 -0.078654999999999989 -0.033689999999999991 -0.069404999999999981 -0.085349999999999995 -0.07088499999999999 0.079415000000000013 -0.018704999999999996 0.11876000000000002 -0.04609499999999999 0.035255000000000009 0.095970000000000014 -0.15323999999999996 -0.077234999999999984 -0.0096649999999999982 0.097360000000000016 0.11249000000000002 -0.0022599999999999994 -0.00047999999999999996 -0.0083549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 7 -3 -7 15 13 -5 -2 12 14 22 -10 -1 19 18 20 21 -13 -15 -6 -18 -20 -12 -25 -24 -29
right_child=1 5 -4 9 8 6 -8 -9 11 -11 25 17 -14 16 -16 -17 23 -19 24 -21 -22 -23 27 26 -26 -27 -28 28 -30
leaf_value=0.001596792801182709 0.00057769673066719368 -0.00012069499438994276 0.0029108661719007963 0.0015145646928780472 0.0023213321207215341 0.00029508498545302651 0.00095854145903462816 0.0011999751308467066 0.0019882007166661781 0.0020565651557207841 0.0008934560608543135 0.0016001897752947892 0.0013996576626147319 0.0017313702195508995 0.0016044599244843896 0.00192067472188139 0.0019275180637775974 0.0016446379295931234 0.0022013317324993419 0.001739472710187525 0.0019285069238369913 0.0019816869162106276 0.0021830648176172762 0.0020860195944458703 0.0019571678222410367 0.0011311987336526037 0.0022641243155703174 0.0019071759664481072 0.0021522565681207843
leaf_weight=88 57 52 71 70 56 97 82 93 59 56 62 52 65 54 63 82 59 52 52 82 64 417 53 90 85 54 55 68 70
leaf_count=88 57 52 71 70 56 97 82 93 59 56 62 52 65 54 63 82 59 52 52 82 64 417 53 90 85 54 55 68 70
internal_value=0 0.000890035 0.00192016 0.00123992 0.00188015 0.000437002 0.000599212 0.00155772 0.00193681 0.00175573 0.000864036 0.00179389 0.00165472 0.00200682 0.00179033 0.00175323 0.00196653 0.0018791 0.00192715 0.00192146 0.00178163 0.00195306 0.00213016 0.00208854 0.0020501 0.00100443 0.00215382 0.00207392 0.00203175
internal_weight=0 530 1830 299 1759 231 179 263 1496 126 173 492 187 1004 122 170 757 305 253 553 116 471 247 204 137 116 145 191 138
internal_count=2360 530 1830 299 1759 231 179 263 1496 126 173 492 187 1004 122 170 757 305 253 553 116 471 247 204 137 116 145 191 138
is_linear=0
shrinkage=0.0032998


Tree=4357
num_leaves=15
num_cat=0
split_feature=4 403 13 1419 403 0 48 40 157 403 4 4 13 43
split_gain=0.910726 0.529885 0.489915 0.319581 0.359951 0.406365 0.938276 0.294625 0.28267 0.269581 0.257602 0.347659 0.30562 0.23796
threshold=0.27161500000000005 -0.53317999999999988 -0.16392499999999996 0.085980000000000015 -0.090799999999999978 -0.066264999999999991 0.037750000000000006 -0.078554999999999986 0.090460000000000013 -0.23730999999999999 0.59999500000000017 0.50934500000000005 -0.077849999999999989 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 7 13 -6 -9 -4 11 12 -2 -7
right_child=10 2 3 -5 5 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0012078236218271469 0.009669952706207666 0.00076223196101840335 0.014292853484980344 0.025933129712756412 0.025776500285715015 0.0044626993084707599 -0.0094211008602809593 0.013995527388492024 0.001405611397768122 0.026811057595443943 -0.0074950553626098133 0.015754388193517477 -0.0053690964523459249 0.015675493389872255
leaf_weight=73 66 84 102 61 58 78 73 1231 53 95 57 63 91 175
leaf_count=73 66 84 102 61 58 78 73 1231 53 95 57 63 91 175
internal_value=0 0.0128541 0.0133657 0.0139144 0.0135204 0.012714 0.00737289 0.0140102 0.0134772 0.0203387 0.00257452 0.00519162 0.000941609 0.0122257
internal_weight=0 2083 2010 1926 1865 1668 326 1342 1284 197 277 220 157 253
internal_count=2360 2083 2010 1926 1865 1668 326 1342 1284 197 277 220 157 253
is_linear=0
shrinkage=0.16829


Tree=4358
num_leaves=12
num_cat=0
split_feature=3 40 14 0 3 1 151 160 10 42 4
split_gain=1.01619 0.545324 0.473526 0.441918 0.619667 0.387506 0.35349 0.464956 0.445482 0.26632 0.0678845
threshold=0.31370500000000007 1.0000000180025095e-35 0.019675000000000002 -0.11912999999999999 0.021805000000000001 0.098370000000000027 0.084350000000000008 -0.53327999999999987 -0.014199999999999999 -0.079234999999999986 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -5 -9 -10 -6
right_child=-2 -3 -4 6 10 -7 -8 8 9 -11 -12
leaf_value=0.004776891492085298 -0.0076386389709339119 -0.0061395880112631585 0.022917808252640743 -0.0025535267457494084 0.0079693120877111986 -0.015031067998640287 0.024877133978817266 -0.003853186740483034 0.016093368783157865 0.010756239456968457 0.015850534787024969
leaf_weight=53 92 55 88 71 71 59 52 53 330 1379 57
leaf_count=53 92 55 88 71 71 59 52 53 330 1379 57
internal_value=0 0.0103925 0.0108041 0.0103016 0.00348934 -0.00564162 0.011168 0.0107782 0.0113164 0.0117879 0.011493
internal_weight=0 2268 2213 2125 240 112 1885 1833 1762 1709 128
internal_count=2360 2268 2213 2125 240 112 1885 1833 1762 1709 128
is_linear=0
shrinkage=0.16829


Tree=4359
num_leaves=30
num_cat=0
split_feature=12 15 3 12 3 12 3 14 15 3 48 49 49 15 15 1213 15 475 157 1456 1213 15 15 15 133 3 15 15 133
split_gain=18.5274 5.50046 3.60186 3.34919 1.94181 1.21418 1.11424 0.774527 0.674348 0.551624 0.509504 0.405805 0.377458 0.375638 0.230186 0.229347 0.210239 0.364771 0.410135 0.259431 0.227097 0.209898 0.30551 0.170913 0.159811 0.0979531 0.229135 0.0277351 0.0205336
threshold=0.077755000000000005 -0.2987999999999999 0.13772500000000001 0.13820000000000002 -0.0035149999999999995 0.093175000000000022 0.10323000000000002 -0.41076499999999994 -0.035449999999999988 -0.12595999999999999 0.087470000000000006 -0.081334999999999977 0.098655000000000007 -0.046449999999999998 -1.0000000180025095e-35 -0.021674999999999996 0.084050000000000014 -0.081219999999999987 -0.081579999999999986 -0.062944999999999987 -0.059794999999999994 -0.10312999999999999 -0.075694999999999985 0.089050000000000004 0.12330000000000001 -0.088784999999999989 0.094970000000000013 0.029300000000000003 0.10137500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 10 9 14 -1 12 -2 13 -11 21 -3 -6 -10 17 18 -13 -19 23 -7 -23 -18 -22 27 -27 -17 -28
right_child=3 2 -4 -5 6 8 -8 -9 15 11 -12 16 -14 -15 -16 25 20 19 -20 -21 24 22 -24 -25 -26 26 28 -29 -30
leaf_value=0.00083023588589677317 0.0020769862062614709 0.0014561797431133199 0.00061459998551363117 0.00093276818351897286 0.001650758316328025 0.0012614739781667155 0.0012674342357052708 0.00032714034994353532 0.0019411771714801357 0.0015303513036885839 0.00089733838757130862 0.0018841128836100244 0.0017081563278234177 0.0010971957098456599 0.0019256133021932061 0.0017313546674990795 0.001965636351555475 0.0021583206480378686 0.0015113510614063346 0.001902680999935207 0.0016825927378260363 0.0016907068507631112 0.0013465721962581769 0.0017358987699466668 0.0018712207488942856 0.0014872301706282994 0.0018095028808167155 0.0018579466081171719 0.0016939719408088593
leaf_weight=54 101 59 80 53 83 54 75 88 61 52 64 85 85 72 60 55 105 54 54 282 227 57 59 59 68 58 52 52 52
leaf_count=54 101 59 80 53 83 54 75 88 61 52 64 85 85 72 60 55 105 54 54 282 227 57 59 59 68 58 52 52 52
internal_value=0 0.00109137 0.00125625 0.00175083 0.00138045 0.00177674 0.00159485 0.000518706 0.00165494 0.00184226 0.00114058 0.00181818 0.00152642 0.00125914 0.00176633 0.00175414 0.00183417 0.00188415 0.00173955 0.00194387 0.00178237 0.00143534 0.00151598 0.0018832 0.00172619 0.00171159 0.00165747 0.00179321 0.00175208
internal_weight=0 635 493 1725 413 1672 218 142 585 1087 195 986 255 131 143 330 934 475 139 336 459 170 116 164 295 269 162 107 104
internal_count=2360 635 493 1725 413 1672 218 142 585 1087 195 986 255 131 143 330 934 475 139 336 459 170 116 164 295 269 162 107 104
is_linear=0
shrinkage=0.0032998


Tree=4360
num_leaves=23
num_cat=0
split_feature=2 2 2 49 3 3 39 3 43 43 51 51 1375 51 43 3 49 130 43 3 13 403
split_gain=11.6224 9.40011 2.43699 1.46779 1.34343 0.738329 0.613757 0.55674 0.532924 0.527486 0.469002 0.660526 0.436565 0.413866 0.372781 0.322149 0.372374 0.308401 0.294719 0.374884 0.23047 0.226144
threshold=0.12131500000000002 -1.0000000180025095e-35 0.10060500000000001 -1.0000000180025095e-35 0.149315 -0.036844999999999996 0.088025000000000006 0.092330000000000009 0.0061450000000000003 -0.040789999999999993 0.077225000000000016 0.11024000000000002 -0.029589999999999995 -0.067059999999999995 -0.079854999999999995 -0.14070999999999997 0.0093850000000000027 0.0029050000000000005 0.091510000000000022 -0.080604999999999996 -0.026884999999999996 -0.15323999999999996
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 6 7 -4 13 15 -1 8 9 10 12 -12 -3 -2 -15 -5 -17 21 19 -10 -20 -11
right_child=4 2 3 5 -6 -7 -8 -9 18 17 11 -13 -14 14 -16 16 -18 -19 20 -21 -22 -23
leaf_value=0.00085668428382102248 0.0011556054814778306 0.0018570528644529954 0.00093348048742253754 0.0017181138540165086 0.00038325403070728798 0.0011804329901515204 0.00041657939152162928 0.0013314693401342071 0.0011470626053657563 0.0016030477475423958 0.0020641496505683474 0.0015503937321291231 0.001541307182161684 0.00060199339143314392 0.00094731672641285816 0.001249318325804471 0.001584242977992542 0.0015141217195364801 0.001704607975822596 0.0015423824504940699 0.0014195338296346949 0.0018106503670997842
leaf_weight=101 54 53 84 70 73 95 53 75 52 73 54 57 614 56 90 64 88 59 78 55 55 338
leaf_count=101 54 53 84 70 73 95 53 75 52 73 54 57 614 56 90 64 88 59 78 55 55 338
internal_value=0 0.00149093 0.0015525 0.00132252 0.000767238 0.0014255 0.000705448 0.00161148 0.00162557 0.0016532 0.00159991 0.00180065 0.00156645 0.000907216 0.000815105 0.00153022 0.00144345 0.00174133 0.00148174 0.00135059 0.00158699 0.00177386
internal_weight=0 2118 1964 401 273 317 154 1563 1488 1248 778 111 667 200 146 222 152 470 240 107 133 411
internal_count=2391 2118 1964 401 273 317 154 1563 1488 1248 778 111 667 200 146 222 152 470 240 107 133 411
is_linear=0
shrinkage=0.0032998


Tree=4361
num_leaves=17
num_cat=0
split_feature=1 1 12 123 47 14 12 3 4 4 4 3 12 1 12 12
split_gain=32.5234 5.84417 2.63865 2.29647 2.28973 1.93595 1.53282 1.16319 1.21506 1.10141 1.04696 0.862197 0.774927 0.650828 0.254227 0.18951
threshold=0.10538500000000002 0.12450500000000002 0.087245000000000003 1.0000000180025095e-35 0.085505000000000012 0.054835000000000009 0.11436 0.09037000000000002 0.032965000000000001 0.0082450000000000006 0.046720000000000005 -0.11756999999999999 0.080120000000000011 0.14123000000000005 0.090255000000000016 0.084845000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 13 6 7 8 11 -2 -4 -1 -13 -3 15 -10
right_child=1 4 10 -5 -6 -7 -8 -9 14 -11 -12 12 -14 -15 -16 -17
leaf_value=0.001742014705706518 0.00076701774554159292 0.00060105309541760832 0.0020395311174063223 0.001402543018438123 0.0011891653038905393 0.0025268862565844428 0.0015313469983961807 0.0016334156643851613 0.0017262461058719595 0.0012932849269364291 0.0014036331843947586 0.0024287055226822609 0.0020439947356271047 0.00018293020544453677 0.0016364505674448218 0.0020104006839377097
leaf_weight=100 75 92 56 79 56 68 88 100 52 104 58 61 1177 73 95 57
leaf_count=100 75 92 56 79 56 68 88 100 52 104 58 61 1177 73 95 57
internal_value=0 0.00101772 0.00132341 0.00195472 0.000612283 0.00197896 0.0019574 0.00198021 0.00200268 0.00107298 0.00171631 0.00203902 0.00206298 0.000416279 0.00176417 0.00187516
internal_weight=0 514 293 1877 221 1798 1730 1642 1542 179 114 1338 1238 165 204 109
internal_count=2391 514 293 1877 221 1798 1730 1642 1542 179 114 1338 1238 165 204 109
is_linear=0
shrinkage=0.0032998


Tree=4362
num_leaves=15
num_cat=0
split_feature=2 1 15 51 1 13 15 1186 13 49 3 52 50 2
split_gain=0.778513 0.566859 0.37666 0.271717 0.46668 0.755277 0.557044 0.26031 0.262308 0.277927 0.238888 0.217554 0.227817 0.175513
threshold=-0.0091949999999999983 0.12072500000000001 -0.10436999999999999 0.082075000000000009 0.081540000000000015 -0.006474999999999999 -0.083359999999999976 0.060550000000000007 -0.15310499999999996 -0.085074999999999998 -0.036004999999999988 0.51524500000000006 0.10786000000000001 0.14530500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 5 -5 -6 8 -2 -10 -3 12 -11 -12
right_child=1 10 -4 4 6 -7 -8 -9 9 11 13 -13 -14 -15
leaf_value=0.0079749363649373895 0.00035338332893243281 0.011939636229371352 -0.0099621850308571902 0.019130965829428543 0.013798033353087403 -0.0054000096183569003 0.034969558690127869 0.0010640435635307841 0.0020633285071930095 0.012723045565659953 0.0041264988143600726 0.023320381601728571 0.0038698148628415726 -0.0078532382782061701
leaf_weight=60 56 56 74 100 75 55 67 68 75 1424 80 52 88 61
leaf_count=60 56 56 74 100 75 55 67 68 75 1424 80 52 88 61
internal_value=0 0.0112741 -0.00191723 0.0120991 0.0168206 0.0104148 0.0238001 0.0113027 0.0117124 0.0120994 0.00263803 0.0125795 0.012209 -0.00104348
internal_weight=0 2257 134 2060 297 155 142 1763 1695 1639 197 1564 1512 141
internal_count=2391 2257 134 2060 297 155 142 1763 1695 1639 197 1564 1512 141
is_linear=0
shrinkage=0.16829


Tree=4363
num_leaves=21
num_cat=0
split_feature=1 49 160 1 160 12 4 3 3 50 1 49 0 12 13 13 483 3 160 160
split_gain=0.570719 0.457587 0.383059 0.292537 0.289438 0.420277 0.527371 0.416458 0.577633 0.337705 0.498674 0.428838 0.316513 0.267474 0.398409 0.291113 0.246276 0.252112 0.230582 0.0798143
threshold=0.10947000000000001 -0.077819999999999986 -0.079109999999999986 0.11654500000000001 -0.089744999999999978 0.086315000000000017 -0.050564999999999992 -0.15500999999999998 -0.11756999999999999 0.10786000000000001 0.096300000000000011 -0.026779999999999995 0.11535000000000002 -0.029844999999999997 -0.06286499999999999 -0.084854999999999986 -0.095084999999999989 0.09037000000000002 -0.14580499999999996 -0.4182249999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 18 -7 12 -9 10 16 -12 -6 15 -15 -5 -10 -18 -1 -8
right_child=1 2 3 13 7 6 19 8 9 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21
leaf_value=0.027895993206765758 -0.011438356849254512 -0.0053073661711772547 0.017263370114344236 0.02010853430806522 0.028107597924580986 -0.0049857875520051605 0.018607055770586935 -0.0075644894584644381 0.021418947918867205 -0.00067919679555452988 0.01149530619770458 -0.0072288733448129224 0.010065455950419529 -0.011560041307724008 0.0081348119903315846 0.0025032786444883627 0.010830840041675146 -0.00017017548708112348 0.013857010212596749 0.010488867760832334
leaf_weight=76 53 77 73 52 55 52 75 62 59 95 58 86 56 52 66 55 1101 62 60 66
leaf_count=76 53 77 73 52 55 52 75 62 59 95 58 86 56 52 66 55 1101 62 60 66
internal_value=0 0.00318791 0.00525988 0.00799637 0.0099768 0.0145399 0.00947427 0.00905693 0.00832952 0.00900523 0.00968006 0.000300334 0.0190214 0.00498176 -0.000529051 0.0110759 0.0107839 0.0102428 0.0217155 0.0148198
internal_weight=0 428 375 298 1963 329 193 1634 1523 1461 1366 144 111 225 118 107 1222 1163 136 141
internal_count=2391 428 375 298 1963 329 193 1634 1523 1461 1366 144 111 225 118 107 1222 1163 136 141
is_linear=0
shrinkage=0.16829


Tree=4364
num_leaves=21
num_cat=0
split_feature=1 52 1 40 52 150 11 0 4 49 0 0 160 0 1455 51 4 1 15 0
split_gain=30.5846 6.85117 3.91865 3.36956 1.66467 1.45468 1.13779 1.19585 1.03409 0.768302 0.632029 0.727377 0.479736 0.563257 0.585674 0.406234 0.645934 0.383908 0.287316 0.276793
threshold=0.10491000000000002 -0.29521499999999995 0.12450500000000002 -0.079639999999999975 -0.080064999999999983 0.10980500000000001 1.0000000180025095e-35 -0.073574999999999988 0.50373500000000015 0.094445000000000015 -0.12118 -0.063109999999999986 -0.16066999999999995 -0.13314999999999996 0.080040000000000014 -0.066639999999999991 -0.080584999999999976 0.13712000000000005 0.029300000000000003 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 6 7 12 17 15 -6 -12 19 -14 -15 -9 -17 -4 -8 -5
right_child=1 2 8 5 10 -7 18 9 -10 -11 11 -13 13 14 -16 16 -18 -19 -20 -21
leaf_value=0.0012886154286439217 0.0021730818626672357 0.00073514100191063791 0.0010265427600669335 0.0023943775613645838 0.0011461980249687109 0.001482466320799461 0.0021853946297742061 0.0016666020881589791 0.0003671788810586051 0.0015772945185835547 0.0017628014319333246 0.001233829477818555 0.0017744617032459358 0.0020720046710545215 0.0017470849083428604 0.0022712732781478106 0.0018654115896058331 0.00063568837323217837 0.0025269965507900625 0.0021101182177801444
leaf_weight=73 56 59 56 65 83 55 58 52 98 94 64 52 89 965 66 65 132 55 55 99
leaf_count=73 56 59 56 65 83 55 58 52 98 94 64 52 89 965 66 65 132 55 55 99
internal_value=0 0.00108195 0.000951029 0.00198491 0.00122322 0.00201321 0.00202997 0.00200758 0.000614848 0.00183353 0.00136776 0.00152598 0.00205405 0.00202928 0.00205124 0.00193012 0.0019995 0.000833194 0.00235197 0.002223
internal_weight=0 523 467 1868 258 1795 1740 1627 209 343 199 116 1284 1120 1031 249 197 111 113 164
internal_count=2391 523 467 1868 258 1795 1740 1627 209 343 199 116 1284 1120 1031 249 197 111 113 164
is_linear=0
shrinkage=0.0032998


Tree=4365
num_leaves=27
num_cat=0
split_feature=1 1 1 3 123 2 2 11 1429 2 159 3 3 3 2 2 2 133 1 13 3 13 3 393 1 13
split_gain=18.389 3.31659 2.17116 1.94966 1.79513 1.19488 1.01601 0.992479 0.706097 0.414271 0.535622 0.347715 0.324116 0.298196 0.310378 0.284785 0.330044 0.292359 0.256316 0.868482 0.247333 0.2381 0.225687 0.197558 0.173481 0.349394
threshold=0.10752500000000002 0.13891000000000003 0.092860000000000012 -0.031844999999999991 1.0000000180025095e-35 0.092855000000000007 0.114165 0.075910000000000019 0.083725000000000008 0.11366500000000002 0.030370000000000005 -0.041784999999999996 -0.085684999999999997 -0.080669999999999978 0.088885000000000006 0.10406500000000002 0.10045500000000002 0.037060000000000003 0.12835000000000002 -0.0072499999999999995 -0.083249999999999977 -0.04917499999999999 -0.088784999999999989 0.084845000000000018 0.087840000000000015 -0.083894999999999983
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 3 5 6 11 7 -2 8 13 10 15 20 -10 14 23 16 17 -7 19 -5 -4 -11 -16 -1 25 -15
right_child=1 -3 4 18 -6 9 -8 -9 12 21 -12 -13 -14 24 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0016523969378580523 0.0014901375568175364 0.00029110543825532721 0.001378990183951192 0.00105115483839302 0.00079125838437679296 0.0013470737330989861 0.00091927908565045933 0.0021006662866331028 0.0012042436877566791 0.0014677505908983644 0.0018237997158956174 0.0012326613865904907 0.0015759763581552416 0.0016441436467163691 0.0016471772702784672 0.0016451113857992054 0.001188636993435812 0.0016204570341556298 0.00059339121104369313 0.00053058145010760442 0.0016205915237674038 0.001171086987218684 0.0013568928331019396 0.0018678017057126503 0.0016255566530539794 0.0019421872251700208
leaf_weight=518 88 100 93 89 59 87 56 56 53 56 58 73 52 72 55 82 55 89 64 58 99 67 68 54 67 115
leaf_count=518 88 100 93 89 59 87 56 56 53 56 58 73 52 72 55 82 55 89 64 58 99 67 68 54 67 115
internal_value=0 0.000822422 0.00156012 0.000971989 0.00131314 0.00160998 0.00126838 0.00167031 0.00164741 0.00147437 0.00152995 0.00142921 0.00138868 0.001676 0.00163996 0.00147539 0.00141499 0.00148552 0.000769545 0.000845998 0.00150375 0.00130644 0.00148698 0.00167279 0.00177446 0.00182762
internal_weight=0 455 1928 355 324 1604 144 1110 1054 494 371 265 105 949 695 313 231 176 211 147 192 123 123 572 254 187
internal_count=2383 455 1928 355 324 1604 144 1110 1054 494 371 265 105 949 695 313 231 176 211 147 192 123 123 572 254 187
is_linear=0
shrinkage=0.0032998


Tree=4366
num_leaves=25
num_cat=0
split_feature=1 3 2 15 2 3 43 160 1429 155 133 3 15 3 49 3 15 49 3 49 51 47 483 3
split_gain=26.4769 12.2729 4.07136 3.3131 2.41106 1.69806 2.88022 1.26692 0.963126 0.605912 0.566111 0.511652 0.510573 0.502969 0.496508 0.492558 0.445655 0.412103 0.483701 0.407922 0.329559 0.255154 0.213544 0.150889
threshold=0.092810000000000017 -0.053499999999999992 0.14721500000000001 -0.088709999999999983 0.093255000000000018 0.30835000000000007 -0.049364999999999992 0.080200000000000007 0.084690000000000015 0.10158500000000002 0.08517000000000001 -0.073629999999999987 0.076335000000000014 -0.14443999999999999 -1.0000000180025095e-35 -0.088534999999999989 -0.065599999999999978 -0.020999999999999994 -0.01435 0.094245000000000009 -0.085574999999999984 0.090100000000000013 -0.03601999999999999 -0.058704999999999993
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=4 3 5 -2 8 6 10 11 13 12 -3 15 -5 -1 -8 -6 -17 -15 20 23 -19 -16 -22 -13
right_child=1 2 -4 9 7 -7 14 -9 -10 -11 -12 19 -14 17 21 16 -18 18 -20 -21 22 -23 -24 -25
leaf_value=0.0024989283547738484 0.0012749554621459998 0.00068977345260052842 0.00027108484921159237 0.0017458590578408697 0.0016528220789089156 0.0005797192989407551 0.0012619409650218925 0.0022412586006354839 0.0018007966824240191 0.0023225101160864701 0.0010812911434848634 0.0016779350691137542 0.0021017030523973624 0.0019529879048062876 0.001490511026887423 0.0017740580328969872 0.0021610186584817073 0.0024190936951916696 0.002496693896441689 0.0014659017266261771 0.0023602071703902787 0.0018181521734723927 0.0021343902855037455 0.0019179339626745756
leaf_weight=53 89 77 74 88 58 55 56 85 79 57 86 68 92 94 56 53 90 55 53 69 52 52 736 56
leaf_count=53 89 77 74 88 58 55 56 85 79 57 86 68 92 94 56 53 90 55 53 69 52 52 736 56
internal_value=0 0.00132983 0.000980134 0.00181887 0.00207077 0.0011174 0.00120772 0.00187422 0.00215465 0.00202298 0.000896557 0.00179494 0.00192793 0.00218142 0.00151678 0.00191269 0.00201785 0.00216438 0.00218652 0.00167213 0.00216698 0.00164859 0.00214934 0.00178661
internal_weight=0 782 456 326 1601 382 327 479 1122 237 163 394 180 1043 164 201 143 990 896 193 843 108 788 124
internal_count=2383 782 456 326 1601 382 327 479 1122 237 163 394 180 1043 164 201 143 990 896 193 843 108 788 124
is_linear=0
shrinkage=0.0032998


Tree=4367
num_leaves=27
num_cat=0
split_feature=1 1 12 1 12 0 11 15 1 4 1 1 1 52 43 4 4 15 52 1429 160 0 0 50 42 0
split_gain=19.1362 4.30617 4.31649 1.36983 1.41411 1.06293 0.790641 0.71344 0.622671 0.888985 0.583014 0.532624 0.518066 0.494401 0.403229 0.470906 0.393046 0.385469 0.570864 0.526204 0.480237 0.351821 0.236713 0.193256 0.170002 0.0715079
threshold=0.10557500000000002 0.13849500000000003 0.085090000000000013 0.092810000000000017 0.089475000000000013 -0.082234999999999989 0.075910000000000019 -0.077559999999999976 0.081540000000000015 -0.15450999999999995 0.099195000000000019 0.12640500000000002 0.089275000000000007 -0.069034999999999985 -1.0000000180025095e-35 0.0030100000000000001 -0.013324999999999998 -0.094924999999999995 1.0000000180025095e-35 0.083725000000000008 -0.23413499999999995 -0.052239999999999988 -0.074544999999999986 0.088535000000000016 0.089305000000000009 -0.081049999999999983
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=3 2 7 5 10 6 17 11 9 -7 -5 13 -10 -2 15 25 -4 18 -1 20 -19 -3 -6 -22 -16 -11
right_child=1 21 16 4 22 8 -8 -9 12 14 -12 -13 -14 -15 24 -17 -18 19 -20 -21 23 -23 -24 -25 -26 -27
leaf_value=0.0013774224041997582 0.00053245053070698407 0.00047070946915814417 0.0017330535296671062 0.00087127711205338767 0.001478839675230276 0.0011212823452972978 0.0020948731665537232 0.0010259213724004926 0.0019553488984118015 0.0015354679718527584 0.0013265487886659666 0.00038316906237893789 0.0015292672974410223 0.00095327935916236122 0.001263030610444445 0.001339986951017641 0.0013659701344612433 0.0014897162487088297 0.0017653098327048483 0.0014641247912218303 0.0017527574734099625 8.9438770162242879e-05 0.0017558949748194119 0.0019225338096668691 0.0015046098334556936 0.0016811683559128316
leaf_weight=101 52 54 52 57 79 66 54 91 63 52 68 52 64 75 71 66 87 71 72 82 460 52 63 93 63 223
leaf_count=101 52 54 52 57 79 66 54 91 63 52 68 52 64 75 71 66 87 71 72 82 460 52 63 93 63 223
internal_value=0 0.000877167 0.00103081 0.00159577 0.00137612 0.00163238 0.00170466 0.000787306 0.00153138 0.00148213 0.00111923 0.000665802 0.00174091 0.000781249 0.00153219 0.00159312 0.00150355 0.00168065 0.00153906 0.00171529 0.00174824 0.000284003 0.00160201 0.00178137 0.00137687 0.00165375
internal_weight=0 515 409 1868 267 1601 933 270 668 541 125 179 127 127 475 341 139 879 173 706 624 106 142 553 134 275
internal_count=2383 515 409 1868 267 1601 933 270 668 541 125 179 127 127 475 341 139 879 173 706 624 106 142 553 134 275
is_linear=0
shrinkage=0.0032998


Tree=4368
num_leaves=24
num_cat=0
split_feature=12 4 4 150 4 12 376 15 11 11 12 49 457 15 4 52 474 15 402 52 15 42 42
split_gain=20.8204 4.991 3.93884 2.23712 2.66989 2.062 1.65344 1.46926 1.10664 0.857635 0.830967 0.749592 0.732038 0.728888 0.72159 0.540402 0.593549 0.349957 0.318855 0.325999 0.283321 0.261469 0.0488279
threshold=0.077755000000000005 0.55608500000000005 0.27552000000000004 0.089155000000000012 0.30163500000000004 0.11769500000000001 0.048375000000000008 -0.11399999999999998 0.075910000000000019 0.085155000000000022 0.095780000000000018 0.0093850000000000027 0.018630000000000004 -0.44206999999999991 -0.0058549999999999991 -0.08929999999999999 0.037915000000000011 0.054100000000000002 0.10999000000000002 -0.0092149999999999992 0.097545000000000007 0.093985000000000013 0.086825000000000013
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=1 3 5 4 6 8 7 -1 10 -10 15 14 -5 -6 -9 16 22 21 19 -17 -19 -12 -2
right_child=2 -3 -4 12 13 -7 -8 11 9 -11 17 -13 -14 -15 -16 18 -18 20 -20 -21 -22 -23 -24
leaf_value=0.0019928401447733696 0.0017159264842107659 9.8517479543844133e-05 0.00085117546775446246 0.00043306735315846952 0.0010584963478381061 0.0013008181500462621 0.00096242577064118817 0.0013275169249328945 0.0023930649345433952 0.001843174683000319 0.0014122119082109988 0.001034846040734901 0.00096764156731763383 0.00050924802173483454 0.0017765275032205739 0.0020098541856520065 0.0013865819491155097 0.001889252575223283 0.0016305576038324382 0.0018396505982884491 0.0016099756969111738 0.0016769304181874017 0.0018593371828938331
leaf_weight=53 66 55 52 52 52 95 82 112 59 67 98 53 61 54 61 154 61 78 68 727 87 74 62
leaf_count=53 66 55 52 52 52 95 82 112 59 67 98 53 61 54 61 154 61 78 68 727 87 74 62
internal_value=0 0.00104923 0.00174704 0.00113932 0.00124023 0.00177449 0.00137556 0.00149686 0.00180258 0.00210094 0.00177706 0.00138039 0.000721955 0.000779023 0.00148604 0.00181996 0.00165705 0.00163212 0.00185236 0.00186944 0.00174221 0.00152631 0.00178567
internal_weight=0 635 1748 580 467 1696 361 279 1601 126 1475 226 113 106 173 1138 189 337 949 881 165 172 128
internal_count=2383 635 1748 580 467 1696 361 279 1601 126 1475 226 113 106 173 1138 189 337 949 881 165 172 128
is_linear=0
shrinkage=0.0032998


Tree=4369
num_leaves=21
num_cat=0
split_feature=3 2 4 16 4 41 1447 2 4 4 133 16 16 2 16 3 2 1210 3 13
split_gain=1.29806 0.657307 0.541614 0.375732 0.668348 0.271162 0.269698 0.278348 0.262471 0.384896 0.347546 0.38208 0.300074 0.278895 0.304214 0.379433 0.238911 0.195061 0.159446 0.131258
threshold=0.30835000000000007 0.093255000000000018 0.27161500000000005 -0.14743999999999996 0.26450500000000005 0.075585000000000013 -0.085754999999999984 0.091545000000000015 -0.0073899999999999999 -0.019794999999999997 0.0024650000000000006 0.31615500000000002 -0.0073349999999999986 0.10060500000000001 -0.059624999999999991 -0.063814999999999997 0.090225000000000014 -0.07983999999999998 -0.024114999999999994 -0.06401999999999998
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 2 5 4 -3 6 -1 16 9 10 11 12 -5 -10 -15 -16 17 -8 -6 -12
right_child=-2 3 -4 8 18 -7 7 -9 13 -11 19 -13 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.0074271283360087467 -0.0053948450350407634 0.031945881400827061 0.001039214198303031 0.0089555265930690593 0.0041552210908639125 0.029781586342639343 0.010028224123331963 0.027905190495942461 -0.0048796874302541749 0.024702553803614094 0.021878214927084087 0.014125818670274166 -0.0075195765930900415 0.019059427431708392 0.012992410768857389 -0.0052506655651050156 0.0082455119678410942 0.018557926147566937 0.01571016773143015 0.010554493447340009
leaf_weight=74 92 63 57 56 57 52 83 75 62 57 68 89 71 52 64 65 78 1031 85 52
leaf_count=74 92 63 57 56 57 52 83 75 62 57 68 89 71 52 64 65 78 1031 85 52
internal_value=0 0.0149784 0.0171516 0.0112292 0.0175044 0.0178096 0.0173441 0.0179219 0.00920374 0.0118952 0.00971715 0.00567045 -0.000240818 0.00484352 0.00818404 0.00378624 0.0172922 0.017924 0.0110846 0.0169862
internal_weight=0 2291 1450 841 205 1393 1341 1267 636 393 336 216 127 243 181 129 1192 1114 142 120
internal_count=2383 2291 1450 841 205 1393 1341 1267 636 393 336 216 127 243 181 129 1192 1114 142 120
is_linear=0
shrinkage=0.16829


Tree=4370
num_leaves=24
num_cat=0
split_feature=1 9 4 15 151 51 13 474 12 150 4 51 1 160 133 50 4 4 4 150 15 50 1
split_gain=1.50898 0.967523 1.07236 0.651102 0.595494 0.564348 0.70927 0.358286 0.487995 0.40613 0.497059 0.36765 0.356795 0.337362 0.288424 0.286869 0.30689 0.281076 0.220832 0.206835 0.204683 0.186915 0.165448
threshold=0.10141500000000002 -1.0000000180025095e-35 -0.048624999999999995 -0.026169999999999995 -0.039414999999999999 -0.078584999999999974 -0.0074049999999999993 0.085860000000000006 0.082530000000000006 0.084120000000000014 -0.14236999999999997 0.11144500000000002 0.084795000000000023 -0.077319999999999986 0.008405000000000001 0.093975000000000017 -0.099704999999999974 0.04105000000000001 0.50569000000000008 0.088380000000000014 0.085790000000000019 0.092410000000000006 0.091410000000000005
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=7 -2 -3 4 19 -6 18 8 9 10 -1 12 15 -9 21 16 -10 -12 -7 -4 -18 22 -14
right_child=1 2 3 -5 5 6 -8 13 11 -11 17 -13 14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.011362590303617815 -0.016790183406447043 0.021852127743242085 -0.013590970801457217 -0.01439669182093271 -0.0058508165887455289 0.011092297854155306 0.025406996110344436 -0.0044392342189584896 -0.00046850378723512523 0.0070710344514752534 0.034537184034997767 0.0017349898444189568 0.024773513060106344 0.011590182918240417 0.028590340638494881 0.024011602994697259 0.0098298969911813465 0.020180191956474424 -0.0026652926100207705 0.0013910538726209809 0.015030628074440685 0.0069707424761653097 0.013235650423544264
leaf_weight=68 60 96 52 58 58 80 80 59 59 53 94 82 69 100 66 53 509 67 56 52 375 52 74
leaf_count=68 60 96 52 58 58 80 80 59 59 53 94 82 69 100 66 53 509 67 56 52 375 52 74
internal_value=0 0.0034607 0.00574801 0.00219803 0.00474907 0.00886695 0.0128273 0.0132733 0.0140218 0.020395 0.0234708 0.0126783 0.0133907 0.00563086 0.0189412 0.0119344 0.0112537 0.0285737 0.0054142 -0.00608268 0.0120381 0.0156661 0.0188154
internal_weight=0 592 532 436 378 274 216 1780 1621 282 229 1339 1257 159 261 996 943 161 136 104 884 195 143
internal_count=2372 592 532 436 378 274 216 1780 1621 282 229 1339 1257 159 261 996 943 161 136 104 884 195 143
is_linear=0
shrinkage=0.16829


Tree=4371
num_leaves=22
num_cat=0
split_feature=2 43 15 0 9 2 1446 474 12 15 13 0 42 52 0 2 43 12 3 402 3
split_gain=1.23635 0.738984 0.578133 0.605638 0.621187 0.54021 0.619579 0.604021 0.531214 0.421366 0.389362 0.35394 0.325436 0.387867 0.314548 0.280445 0.164817 0.194541 0.144639 0.139321 0.143885
threshold=0.14578500000000003 -0.049364999999999992 0.03981500000000001 0.13134000000000004 -1.0000000180025095e-35 0.086535000000000015 0.087090000000000015 0.086515000000000009 0.085005000000000011 -0.015824999999999995 0.0037100000000000002 -0.07385499999999999 -0.090824999999999989 -0.5502149999999999 -0.072364999999999985 0.084635000000000016 -0.00067499999999999993 0.09283000000000001 -0.090769999999999976 0.095950000000000021 -0.086709999999999982
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=2 -2 3 4 -1 7 12 9 15 11 14 -6 -7 -14 16 -4 19 -18 -12 20 -10
right_child=1 -3 8 -5 5 6 -8 -9 10 -11 18 -13 13 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0096551938994918381 0.0062885764401731528 -0.020963280529006287 0.01571793908225172 0.02542461666955953 0.016859935694848581 0.016710058144834245 -0.011425530318449258 -0.0024123312226560383 0.012958444448546642 0.028318983583568807 0.0081125192272478372 0.0037078952007539704 0.018699780471532403 0.0044728151878004963 0.02291872968522473 0.030005890386124397 0.011706901952449384 0.024330192787744939 -0.002957620568262469 0.017021849045476628 0.0048253552005425452
leaf_weight=60 53 60 88 53 195 83 57 61 98 62 75 83 59 693 82 71 99 54 60 57 169
leaf_count=60 53 60 88 53 195 83 57 61 98 62 75 83 59 693 82 71 99 54 60 57 169
internal_value=0 -0.00816554 0.00986412 0.00776407 0.00707094 0.00784848 0.00553859 0.0129822 0.0133235 0.0157495 0.011308 0.0129397 0.00669877 0.00559142 0.013268 0.0221094 0.0116052 0.0161739 0.00317915 0.00944213 0.00781726
internal_weight=0 113 2259 1406 1353 1293 892 401 853 340 694 278 835 752 559 159 477 153 135 324 267
internal_count=2372 113 2259 1406 1353 1293 892 401 853 340 694 278 835 752 559 159 477 153 135 324 267
is_linear=0
shrinkage=0.16829


Tree=4372
num_leaves=25
num_cat=0
split_feature=2 12 2 150 2 2 12 3 15 12 2 3 2 160 49 2 16 16 2 3 12 16 133 12
split_gain=19.8204 6.62306 4.61051 2.36076 1.88437 1.9224 1.24721 1.13218 0.987374 1.09853 0.768574 0.745737 0.590451 0.690699 0.652954 0.437932 0.378326 0.288985 0.28621 0.734839 0.233926 0.219091 0.246004 0.12422
threshold=0.11366500000000002 -1.0000000180025095e-35 0.14721500000000001 0.10846000000000001 -1.0000000180025095e-35 0.098215000000000011 0.089370000000000019 -0.0026499999999999996 0.03981500000000001 0.085005000000000011 0.12131500000000002 -0.15315499999999996 0.092155000000000015 -0.087004999999999985 0.089355000000000004 0.12827000000000002 -0.075434999999999988 0.0031900000000000006 0.079570000000000016 -0.07793499999999999 0.08073000000000001 -0.070064999999999975 -0.062749999999999986 0.091800000000000007
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 4 6 8 -1 -6 15 -4 11 16 -8 -3 18 -14 -15 -2 -10 21 19 -13 -20 22 -11 -23
right_child=2 3 7 -5 5 -7 10 -9 9 17 -12 12 13 14 -16 -17 -18 -19 20 -21 -22 23 -24 -25
leaf_value=0.00076302621005276726 0.00070363858015698195 0.0013758418890921634 0.00060410443556408366 0.0011543221206119475 0.0018173838501431413 0.000958371858325502 0.0015632242969872451 -6.8261127908842659e-05 0.0019215884514497043 0.0018702009300259534 0.0010257223471072394 0.0018185954807109675 0.0018598541662065435 0.0012806852167789242 0.0016747463983124793 0.0010527693599502053 0.0022659874304625789 0.0015838967501451936 0.0020102810251746038 0.0014061840786537356 0.0017779558169618451 0.0020442195707698388 0.0017085428753248104 0.0018102330352127924
leaf_weight=98 84 88 53 78 57 57 64 56 74 164 54 123 65 101 86 75 70 83 60 78 285 57 310 52
leaf_count=98 84 88 53 78 57 57 64 56 74 164 54 123 65 101 86 75 70 83 60 78 285 57 310 52
internal_value=0 0.00165106 0.000833677 0.00171697 0.00109936 0.00138819 0.00105994 0.000258346 0.00174283 0.00182655 0.00131755 0.00166624 0.00169822 0.00156483 0.0014621 0.000868544 0.00208925 0.0017697 0.00175972 0.00165873 0.00181846 0.00179609 0.00176455 0.00193292
internal_weight=0 1986 386 1774 212 114 277 109 1696 810 118 886 798 252 187 159 144 666 546 201 345 583 474 109
internal_count=2372 1986 386 1774 212 114 277 109 1696 810 118 886 798 252 187 159 144 666 546 201 345 583 474 109
is_linear=0
shrinkage=0.0032998


Tree=4373
num_leaves=27
num_cat=0
split_feature=4 1 12 2 16 14 2 2 1 0 1 43 0 0 12 1447 151 16 133 4 160 0 4 1 2 43
split_gain=35.1459 7.97386 5.41661 2.17781 1.86177 1.79787 1.84259 1.13327 0.93863 0.887467 0.875532 0.559292 0.735751 0.492547 0.469913 0.464479 0.374344 0.29574 0.49987 0.25791 0.2465 0.222787 0.221171 0.204757 0.167763 0.149526
threshold=0.30163500000000004 0.10141500000000002 0.085090000000000013 0.12358500000000001 0.022165000000000004 -0.44847999999999993 0.12708000000000003 0.092155000000000015 0.089840000000000017 -0.07581499999999998 0.11744000000000002 -0.031974999999999996 -0.076209999999999986 -0.13892999999999997 0.095935000000000006 -0.082869999999999985 -0.10093499999999998 -0.077734999999999985 -0.0044049999999999992 -0.039459999999999995 -0.092399999999999982 -0.071844999999999978 -0.0034749999999999994 0.077800000000000022 0.082885000000000014 -1.0000000180025095e-35
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 3 4 7 9 -2 13 11 14 -3 19 12 16 -7 20 -13 -1 23 -19 -4 -9 -22 25 -17 -18 -16
right_child=5 2 10 -5 -6 6 -8 8 -10 -11 -12 15 -14 -15 22 17 24 18 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0011990465543967872 0.00053620280258213026 0.00048450326669460759 0.001646244030348567 0.00076799710394773212 0.00097192613074216494 0.00034688862274229691 -0.0005365207833017303 0.0016402817527668176 0.00091237010690359754 -7.2939061232762337e-05 0.00095254524551112235 0.0018618831459077732 0.001108707792220235 -7.0077272363062686e-05 0.0014304988934488426 0.0015260317485221377 0.0013971797118010297 0.0014434514355339226 0.0018004027322158606 0.0013189875618087512 0.0014712166247433205 0.0012407148227257239 0.0010832876581104158 0.0013449414705471829 0.0015338884569881146 0.0011976853441089935
leaf_weight=55 58 77 52 56 58 57 74 57 60 52 52 52 75 67 64 253 152 78 99 57 136 73 73 99 323 63
leaf_count=55 58 77 52 56 58 57 74 57 60 52 52 52 75 67 64 253 152 78 99 57 136 73 73 99 323 63
internal_value=0 0.0013198 0.000862962 0.0014097 0.000480672 2.51542e-05 -0.000124369 0.00143067 0.00130265 0.000259525 0.00130677 0.00148742 0.00141657 0.000121308 0.00135282 0.00156114 0.00146007 0.00153151 0.0016433 0.00147543 0.00144445 0.00139088 0.00123078 0.0014752 0.00149022 0.00131529
internal_weight=0 2116 348 1768 187 256 198 1712 526 129 161 1186 605 124 466 581 530 529 177 109 266 209 200 352 475 127
internal_count=2372 2116 348 1768 187 256 198 1712 526 129 161 1186 605 124 466 581 530 529 177 109 266 209 200 352 475 127
is_linear=0
shrinkage=0.0032998


Tree=4374
num_leaves=24
num_cat=0
split_feature=1 3 4 2 2 2 11 48 0 4 3 52 52 4 4 0 0 2 52 3 52 456 2
split_gain=46.2191 11.1942 5.89557 3.52313 3.12853 2.68668 1.42346 1.41221 1.38383 1.19768 0.951887 0.846534 0.77544 0.691468 0.59298 0.441288 0.42815 0.382932 0.308712 0.360193 0.282794 0.265277 0.242446
threshold=0.10471500000000002 -0.055839999999999994 0.36766000000000004 0.10161500000000002 0.14721500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.082225000000000006 -0.070064999999999975 0.41181500000000004 -0.074184999999999987 0.044705000000000002 -0.016219999999999995 0.018150000000000003 -0.011269999999999997 -0.13740499999999997 -0.086224999999999982 0.091250000000000012 -0.087239999999999984 -0.075404999999999986 -0.14198999999999998 1.0000000180025095e-35 0.090000000000000011
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 14 6 5 -3 8 10 13 15 20 -12 -10 16 -2 -7 18 -15 -1 -20 -5 22 -18
right_child=1 4 -4 7 -6 9 -8 -9 12 -11 11 -13 -14 17 -16 -17 21 -19 19 -21 -22 -23 -24
leaf_value=0.0023700893425099823 0.0021706966472042808 0.00016788525904744251 0.00072173512290764298 0.0021905867476529773 -5.8338077637044813e-05 0.00091890895664692462 0.0025192851060078956 0.0012905296134921261 0.0014815563190696216 0.00059517329458802959 0.0013839295830889431 0.0019087537793560923 0.0019894968400245129 0.0020448571196765536 0.0017079482535795906 0.0013351583066779568 0.0021305525292766463 0.0016821819381334798 0.0022135387384326602 0.0019531482769257866 0.0018755660923461821 0.0018462753021833416 0.0019803569253956672
leaf_weight=101 70 71 62 63 73 54 81 68 64 74 72 64 69 68 55 59 492 63 287 76 67 54 165
leaf_count=101 70 71 62 63 73 54 81 68 64 74 72 64 69 68 55 59 492 63 287 76 67 54 165
internal_value=0 0.000909091 0.00155457 0.00202413 0.00054432 0.000714976 0.00209166 0.00171668 0.00206757 0.000922506 0.00182548 0.00163116 0.00174534 0.00210036 0.00196737 0.00113655 0.00212593 0.00187071 0.00220512 0.00215912 0.0020285 0.00207421 0.00209289
internal_weight=0 518 187 1854 331 258 1520 334 1439 187 266 136 133 1306 125 113 1175 131 464 363 130 711 657
internal_count=2372 518 187 1854 331 258 1520 334 1439 187 266 136 133 1306 125 113 1175 131 464 363 130 711 657
is_linear=0
shrinkage=0.0032998


Tree=4375
num_leaves=22
num_cat=0
split_feature=1 3 123 47 0 1 1 4 0 4 1 4 52 2 4 160 160 4 0 4 52
split_gain=25.6498 4.09457 3.15904 2.67838 1.96624 1.86703 1.56436 1.41962 1.96437 0.844652 0.824201 0.690043 0.816637 0.569134 0.499075 0.472392 0.739455 0.498725 0.660683 0.412154 0.132892
threshold=0.10915500000000002 -0.055839999999999994 1.0000000180025095e-35 0.09717000000000002 -0.076539999999999983 0.12007000000000002 0.096300000000000011 -0.42305999999999994 -0.026509999999999995 0.26900000000000007 0.085425000000000015 0.046720000000000005 1.0000000180025095e-35 0.13538500000000001 -0.079374999999999987 0.051820000000000005 0.098085000000000019 -0.08916499999999998 -0.10120999999999998 0.0066850000000000008 -0.0093349999999999978
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=2 9 4 5 6 -3 11 10 14 -2 -6 15 -13 -7 -9 17 -17 -1 -19 20 -16
right_child=1 3 -4 -5 7 13 -8 8 -10 -11 -12 12 -14 -15 19 16 -18 18 -20 -21 -22
leaf_value=0.0024922947257936326 0.0019229358711634922 0.0012077776646437343 0.0014818746528833648 0.0015874031299081294 0.0019225029335800162 0.00080085857055178593 0.0017678589234818316 0.0016603786389917743 0.001273845042162953 0.0013658299171532553 0.0024423341842858058 0.0018120931859542686 0.0023013276244229618 0.00038648148354395828 0.0019447663450989684 0.0027415487152252479 0.0022480282357989806 0.0018396613116512459 0.0022239216563763901 0.0017791863849394227 0.0021478587681711798
leaf_weight=71 71 80 88 60 57 68 90 57 57 52 83 92 64 78 55 53 93 53 817 66 130
leaf_count=71 71 80 88 60 57 68 90 57 57 52 83 92 64 78 55 53 93 53 817 66 130
internal_value=0 0.00118386 0.00209396 0.000967049 0.00212324 0.000802197 0.00218989 0.00194726 0.00183836 0.0016877 0.00223094 0.00222042 0.00201303 0.00057972 0.00194272 0.00225015 0.00242742 0.0022226 0.00220055 0.0020067 0.00208767
internal_weight=0 409 1926 286 1838 226 1333 505 365 123 140 1243 156 146 308 1087 146 941 870 251 185
internal_count=2335 409 1926 286 1838 226 1333 505 365 123 140 1243 156 146 308 1087 146 941 870 251 185
is_linear=0
shrinkage=0.0032998


Tree=4376
num_leaves=22
num_cat=0
split_feature=2 159 51 0 16 0 11 0 16 15 0 0 0 4 42 0 49 4 51 49 15
split_gain=0.93358 0.592048 0.42066 0.408235 0.990332 0.426079 0.409313 0.593902 0.476949 0.390233 0.304607 0.479929 0.354329 0.287244 0.276266 0.253539 0.196399 0.256985 0.172671 0.16016 0.480422
threshold=0.13538500000000001 -0.0041699999999999992 0.11024000000000002 0.0037850000000000002 0.03851000000000001 -0.11912999999999999 0.075910000000000019 -0.17785499999999996 -0.24235499999999996 -0.050699999999999995 -0.04478999999999999 -0.076539999999999983 -0.071519999999999986 -0.083584999999999979 0.087130000000000027 -0.065794999999999979 -0.072214999999999988 0.054560000000000004 -0.087539999999999993 1.0000000180025095e-35 0.090310000000000015
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 2 13 5 -5 6 7 -3 -9 15 11 16 -13 -1 -14 -2 -7 -18 -6 20 -15
right_child=9 3 -4 4 18 10 -8 8 -10 -11 -12 12 14 19 -16 -17 17 -19 -20 -21 -22
leaf_value=0.032527450550583238 0.013970423289279537 0.013418672120501737 0.0062556228463714891 -0.011766756493143314 0.0064106852302711634 0.022897411857323812 0.019174485430815871 0.0075579453157257667 -0.013243978078131288 -0.010965640057721437 0.026010505346561748 -0.0014478269993718753 0.0032483927268488924 0.0060056707014557332 0.0159680729534557 -0.0023159165340892367 0.015480416922823677 0.0072049206450752875 0.019091684848686782 0.026169162738742067 0.024271432699922192
leaf_weight=58 55 94 59 69 56 84 58 55 72 60 56 90 78 72 129 53 782 124 68 68 95
leaf_count=58 55 94 59 69 56 84 58 55 72 60 56 90 78 72 129 53 782 124 68 68 95
internal_value=0 0.0129386 0.0192629 0.011711 0.00437993 0.0125822 0.00658564 0.00327365 -0.00422112 -7.3266e-05 0.0138267 0.0132951 0.00735001 0.021876 0.0111838 0.00596142 0.0150768 0.0143498 0.0133793 0.0192395 0.0164071
internal_weight=0 2167 352 1815 193 1622 279 221 127 168 1343 1287 297 293 207 108 990 906 124 235 167
internal_count=2335 2167 352 1815 193 1622 279 221 127 168 1343 1287 297 293 207 108 990 906 124 235 167
is_linear=0
shrinkage=0.16829


Tree=4377
num_leaves=18
num_cat=0
split_feature=1 12 480 1456 1375 15 15 16 1 3 4 4 1204 1 1456 4 159
split_gain=0.996331 0.48172 0.2893 0.266382 0.270091 0.310743 0.594409 0.705237 0.595506 0.534922 0.672417 0.427682 0.284035 0.266662 0.266626 0.176173 0.125557
threshold=0.13429500000000003 -0.06202499999999999 1.0000000180025095e-35 -0.085209999999999994 -0.068444999999999992 0.03981500000000001 -0.0015749999999999998 0.26799500000000004 0.081540000000000015 -0.14619999999999997 -0.01712 -0.11205499999999999 -0.0030749999999999996 0.090740000000000015 -0.16480999999999998 -0.084284999999999985 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 14 -5 6 9 8 -8 -6 -11 -7 15 -14 -1 -13 -4
right_child=1 -3 16 4 5 11 7 -9 -10 10 -12 12 13 -15 -16 -17 -18
leaf_value=0.010761551829000111 0.0072569029706242728 -0.011840088975956058 0.013689956349220248 0.019018270628127283 -0.005551624135781902 0.026025288377724155 -0.022023588246611131 0.011333107430928699 0.0017836729735668333 0.020480959817321856 0.0081703585086360282 0.011991367114691455 0.010949365104389505 0.0011271702527283971 0.026830491171616361 0.02593860814459328 0.022987764681284772
leaf_weight=65 68 83 102 87 62 57 54 82 66 158 620 52 509 93 54 52 71
leaf_count=65 68 83 102 87 62 57 54 82 66 158 620 52 509 93 54 52 71
internal_value=0 -0.00322822 0.0108975 0.0103273 0.00983943 0.00939602 0.00750189 -0.000686354 -0.00891462 0.00947311 0.0106728 0.0119804 0.0108439 0.00943497 0.0180684 0.0189823 0.0175162
internal_weight=0 151 2184 2011 1892 1805 1042 202 120 840 778 763 706 602 119 104 173
internal_count=2335 151 2184 2011 1892 1805 1042 202 120 840 778 763 706 602 119 104 173
is_linear=0
shrinkage=0.16829


Tree=4378
num_leaves=21
num_cat=0
split_feature=2 4 376 2 2 0 4 15 49 0 483 4 0 0 15 16 15 16 131 0
split_gain=18.1562 8.80035 3.4343 1.91217 1.7455 0.930542 1.17683 0.911501 1.30934 0.707598 0.620713 0.675215 0.790919 0.639666 0.545838 0.473914 0.430264 1.22255 0.392944 0.133901
threshold=0.13388500000000003 0.30163500000000004 0.048375000000000008 0.10124000000000001 0.16730000000000003 -0.079249999999999987 -0.26545999999999997 0.054100000000000002 -1.0000000180025095e-35 -0.061994999999999995 -0.070084999999999981 -0.082184999999999994 -0.086084999999999981 -0.10946999999999998 -0.13800499999999996 -0.44010499999999991 -0.078179999999999986 0.42146500000000003 0.096290000000000014 -0.14032999999999998
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 2 3 5 14 10 -7 8 -5 18 -1 12 -12 -13 -2 19 -10 -18 -8 -3
right_child=4 15 -4 7 -6 6 9 -9 16 -11 11 13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0016270732504703445 3.1231084823181634e-05 0.00043738803511791344 0.00053988618091726224 0.00047075478144035002 -0.00044446555379857878 0.0015350367687013164 0.0010872671860736479 0.0013799453781302346 0.0012500238087012035 0.00077709298573088099 0.0016684307511940632 0.0010475695766279281 0.0013165634155142833 0.0013096958148581205 0.0004697379556479093 0.00017413043508567722 0.00060142099383582947 0.0012010877967913349 0.0013933922468356344 0.00066873528395810437
leaf_weight=78 57 58 79 53 53 75 220 63 77 69 116 122 179 648 68 55 65 87 59 54
leaf_count=78 57 58 79 53 53 75 220 63 77 69 116 122 179 648 68 55 65 87 59 54
internal_value=0 0.00115382 0.00121489 0.00124277 5.71106e-05 0.00129185 0.00115901 0.0010199 0.000939342 0.00107787 0.00134098 0.00132 0.00145504 0.00126821 0.000270061 0.000425915 0.00104764 0.000944883 0.00115213 0.000549245
internal_weight=0 2157 1990 1911 178 1566 423 345 282 348 1143 1065 295 770 125 167 229 152 279 112
internal_count=2335 2157 1990 1911 178 1566 423 345 282 348 1143 1065 295 770 125 167 229 152 279 112
is_linear=0
shrinkage=0.0032998


Tree=4379
num_leaves=27
num_cat=0
split_feature=1 1 12 12 47 4 12 1 11 39 43 4 1 1 0 0 13 4 12 0 0 133 43 43 0 43
split_gain=20.6176 3.11164 2.32457 1.91836 1.65449 0.98455 0.977724 0.951877 1.09477 0.913647 0.896731 0.723778 0.619738 0.56521 0.634901 0.51975 0.50156 0.407846 0.381441 0.241963 0.220578 0.217478 0.199388 0.19377 0.111201 0.0988873
threshold=0.10915500000000002 0.13554500000000003 0.054520000000000006 0.088105000000000003 0.077555000000000013 -0.047714999999999987 0.092495000000000008 0.090965000000000004 1.0000000180025095e-35 0.08733500000000001 -0.049364999999999992 0.029980000000000003 0.14741000000000001 0.096515000000000004 -0.073574999999999988 -0.17106499999999999 -0.091914999999999983 -0.078454999999999983 0.084055000000000005 -0.086034999999999986 -0.081964999999999996 -0.07218999999999999 -0.095244999999999982 -0.065804999999999989 -0.080474999999999977 -0.033174999999999989
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 3 4 10 5 -1 7 8 16 15 -2 13 -3 14 20 -7 21 -16 19 -18 -8 -4 -20 -22 -13 -19
right_child=1 12 6 -5 -6 9 11 -9 -10 -11 -12 24 -14 -15 17 -17 18 25 22 -21 23 -23 -24 -25 -26 -27
leaf_value=0.0011746915930009321 0.00017073442135992557 0.00023114097039602131 0.0013039402376471458 0.0010195235459809595 0.0015190604351918537 0.00084479537370549403 0.0014678306849728691 0.00096914038177566952 0.0018568563259083676 0.0011187025288966631 0.00064881553584817406 0.00085706039546911024 -0.00022142638099148501 0.001532256719042859 0.000817824185486189 0.00040866771681043559 0.0017425610015232907 0.0012774028695867301 0.0012209614109294055 0.0014264812159784758 0.0013924917982073954 0.0010121629101568833 0.0013970515417841508 0.0011374049708507286 0.0010748250229047464 0.0010672289815858496
leaf_weight=95 75 78 63 99 58 53 81 59 55 53 100 56 57 73 54 69 56 53 83 54 59 53 616 79 52 52
leaf_count=95 75 78 63 99 58 53 81 59 55 53 100 56 57 73 54 69 56 53 83 54 59 53 616 79 52 52
internal_value=0 0.000450116 0.00126602 0.000652153 0.00101252 0.000903574 0.00131803 0.00137814 0.00140272 0.000756194 0.000444125 0.00120624 3.9796e-05 0.0012646 0.00121281 0.000598422 0.00137568 0.00105303 0.001405 0.00158771 0.00132866 0.00117093 0.00137619 0.00124672 0.000962236 0.00117365
internal_weight=0 409 1926 274 328 270 1598 1039 980 175 175 559 135 451 378 122 925 159 809 110 219 116 699 138 108 105
internal_count=2335 409 1926 274 328 270 1598 1039 980 175 175 559 135 451 378 122 925 159 809 110 219 116 699 138 108 105
is_linear=0
shrinkage=0.0032998


Tree=4380
num_leaves=15
num_cat=0
split_feature=1 2 52 4 3 51 1 4 3 1 0 402 2 13
split_gain=1.12898 0.434699 0.624723 0.587622 0.549509 0.523065 0.512238 0.492039 0.466124 0.457837 0.476399 0.335198 0.216258 0.227486
threshold=0.14262000000000002 0.10527500000000002 0.12469000000000001 -0.024114999999999994 -0.15956499999999998 -0.05912499999999999 0.084795000000000023 -0.16270999999999997 0.091170000000000015 0.11224000000000002 -0.10147999999999999 0.10874500000000002 0.099145000000000025 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 -5 -6 11 -8 -11 12 13 -9
right_child=-2 2 -4 6 7 -7 9 8 -10 10 -12 -13 -14 -15
leaf_value=0.028106330884841799 -0.008356362625733426 0.026465305252582502 0.021134130318974837 0.01082390051393212 0.00041985992780688641 0.0054806981167714319 -0.014702296940585715 0.0050587500019739252 -0.0024067761508951369 0.011902912233444547 -0.0090562078631398306 0.023149417219562114 0.020960176657059956 0.012849824765333825
leaf_weight=63 85 54 76 89 97 90 77 117 55 64 59 93 85 1233
leaf_count=63 85 54 76 89 97 90 77 117 55 64 59 93 85 1233
internal_value=0 0.0113895 0.00705481 0.00457946 0.0126543 0.0133624 0.000196968 0.0120738 0.0127868 -0.00452303 0.00183474 0.0133348 0.0126975 0.0121759
internal_weight=0 2252 509 433 1743 144 289 1680 1583 200 123 1528 1435 1350
internal_count=2337 2252 509 433 1743 144 289 1680 1583 200 123 1528 1435 1350
is_linear=0
shrinkage=0.16829


Tree=4381
num_leaves=25
num_cat=0
split_feature=12 12 43 156 150 43 475 12 12 403 403 52 484 475 12 43 43 12 12 12 52 42 42 43
split_gain=13.2293 3.28586 2.55236 2.40863 1.15092 0.931681 0.8859 0.8272 0.819248 0.480239 0.377725 0.373847 0.442174 0.378633 0.336551 0.330367 0.406375 0.581311 0.37915 0.304191 0.299183 0.280942 0.332733 0.0779077
threshold=0.023990000000000004 0.099815000000000015 -0.049914999999999994 0.050840000000000003 1.0000000180025095e-35 -0.097279999999999991 -0.060699999999999997 0.13820000000000002 -0.08731499999999999 -0.5335399999999999 -0.080589999999999981 -0.08929999999999999 1.0000000180025095e-35 -0.085734999999999992 -0.088294999999999985 0.087840000000000015 -0.00045499999999999995 0.08598500000000002 0.086935000000000012 0.093535000000000021 -0.012574999999999998 -0.068494999999999986 0.096190000000000012 -0.085594999999999991
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 9 5 4 8 -1 -5 10 -4 -2 -3 12 19 -13 -7 16 17 -15 -18 23 -10 -12 -23 -11
right_child=1 7 3 6 -6 14 -8 -9 20 11 21 13 -14 15 -16 -17 18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0011523332196803748 0.0020352818779807154 0.0016926715953120358 0.00087457143914970237 0.0013726912902770414 0.00077761155453583922 0.00078626577659960111 0.0019826150710830852 0.0010349591326141 0.0015555186454662968 0.0018644970561313295 0.0015815592586380979 0.0020283063850337173 0.0013317633458767889 0.0018942515056904633 0.00046123749465349663 0.0019317810796157277 0.0013346686463590527 0.001690797079419538 0.0016742399822037403 0.0014844095891020648 0.0012445318028457852 0.0011839671745722778 0.0014784444968939591 0.0016934883746902807
leaf_weight=55 57 59 54 53 89 81 52 63 52 58 65 52 52 220 62 88 53 535 120 63 104 91 81 78
leaf_count=55 57 59 54 53 89 81 52 63 52 58 65 52 52 220 62 88 53 535 120 63 104 91 81 78
internal_value=0 0.00166186 0.00109393 0.0012445 0.00109317 0.000786531 0.00167508 0.00138024 0.00122674 0.00173531 0.00145361 0.00172232 0.00160601 0.00174963 0.000645591 0.00173533 0.00171666 0.00175013 0.00157041 0.00167749 0.00134842 0.00139395 0.00132285 0.00176668
internal_weight=0 1735 602 404 299 198 105 359 210 1376 296 1319 251 1068 143 1016 928 755 173 199 156 237 172 136
internal_count=2337 1735 602 404 299 198 105 359 210 1376 296 1319 251 1068 143 1016 928 755 173 199 156 237 172 136
is_linear=0
shrinkage=0.0032998


Tree=4382
num_leaves=16
num_cat=0
split_feature=1 2 4 52 3 4 1 403 1446 0 49 15 52 0 0
split_gain=0.897216 0.389657 0.514566 0.539646 0.380586 0.34089 0.333237 0.290989 0.283397 0.281742 0.318687 0.228082 0.46831 0.451038 0.12005
threshold=0.14967500000000003 0.10527500000000002 -0.024114999999999994 0.044705000000000002 -0.15956499999999998 -0.16270999999999997 0.10327000000000001 -0.5341999999999999 0.087985000000000022 -0.14582499999999995 1.0000000180025095e-35 -0.087044999999999997 -0.088584999999999983 -0.10891999999999999 -0.065249999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 9 -1 -6 -3 -7 11 -4 14 12 -9 -13 -11
right_child=-2 2 3 -5 5 7 -8 8 -10 10 -12 13 -14 -15 -16
leaf_value=0.024537493387278963 -0.011880097005398146 0.0081056890037163477 -0.0087777880820416303 0.01378777962050916 0.0014826313184972291 0.023725176830569079 0.023493758084361542 0.026831079090590855 0.020421918445515504 0.0026238626073156537 0.012039700761176558 -0.0032817490106900123 0.011548656088523797 0.010414045710981387 -0.0083423192376229291
leaf_weight=63 52 102 88 95 97 56 66 69 92 59 67 73 328 976 54
leaf_count=63 52 102 88 95 97 56 66 69 92 59 67 73 328 976 54
internal_value=0 0.01046 0.00645826 0.00288809 0.0116704 0.01119 0.0141617 0.0117796 0.0113435 -0.000968904 0.00283879 0.0107646 0.0142093 0.00945924 -0.00260071
internal_weight=0 2285 531 363 1754 1691 168 1594 1538 268 180 1446 397 1049 113
internal_count=2337 2285 531 363 1754 1691 168 1594 1538 268 180 1446 397 1049 113
is_linear=0
shrinkage=0.16829


Tree=4383
num_leaves=29
num_cat=0
split_feature=1 3 4 15 4 1 0 12 12 16 43 0 157 12 3 16 0 4 12 4 1209 16 0 1 3 4 15 15
split_gain=24.36 5.87187 2.15522 2.02271 2.00869 1.96569 1.94616 1.78148 1.44981 0.939302 0.796239 0.747384 0.723997 0.698222 1.2639 0.710578 0.695996 0.595005 0.540819 0.510812 0.408006 0.3347 0.323932 0.309238 0.306967 0.274543 0.116384 0.0995856
threshold=0.10335000000000001 -0.055839999999999994 -0.032764999999999996 -0.049279999999999997 0.41257000000000005 0.08956500000000002 -0.061204999999999989 0.088245000000000004 0.091625000000000012 -0.059624999999999991 -0.048514999999999996 -0.066849999999999979 -0.088999999999999982 0.083325000000000024 -0.090989999999999988 -0.034109999999999994 -0.077959999999999988 0.022635000000000006 0.084665000000000004 -0.0079049999999999971 0.083050000000000013 0.041625000000000002 -0.082234999999999989 0.12895500000000001 -0.064674999999999983 -0.026269999999999998 -0.081479999999999983 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 6 17 8 10 9 12 -7 -4 19 -1 14 -14 -16 -9 -2 25 22 21 -20 -10 -12 -13 -15 -21 -24
right_child=1 2 3 -5 -6 7 -8 16 11 -11 23 24 13 18 15 -17 -18 -19 20 26 -22 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0024690877403393719 0.0020191224404572288 0.0015520900911106207 0.00084305096042843961 0.00025009661974816153 0.0010862299957131423 0.0011016256755304646 0.00040891648603815785 0.0017580839906716334 0.0022862879239080188 0.0016865219093912275 0.001440343398162815 0.001801595872263938 0.0014666234549153114 0.0024937977934749735 0.001797122508855636 0.0022572730272829304 0.002159366741683222 0.0015991585776252359 0.0020906179990477646 0.00189560756665431 0.0023416508606385182 0.0018318455800692178 0.0020566081251740115 0.0010949957152030373 0.0014685816359866469 0.002188882323379319 0.0016674200429101886 0.0018733940360516374
leaf_weight=58 85 53 73 54 53 52 55 100 55 72 64 78 52 60 64 89 92 67 489 53 65 64 93 53 52 78 54 60
leaf_count=58 85 53 73 54 53 52 55 100 55 72 64 78 52 60 64 89 92 67 489 53 65 64 93 53 52 78 54 60
internal_value=0 0.00119683 0.000938046 0.000829084 0.00164102 0.00198774 0.000956553 0.00175092 0.00203883 0.00144153 0.00111489 0.00188095 0.00210774 0.00208589 0.00191341 0.00206502 0.00195055 0.00183424 0.00213262 0.00196845 0.00209034 0.00206073 0.00206483 0.00128421 0.00166866 0.00232171 0.00178078 0.00198499
internal_weight=0 557 352 299 205 1780 245 316 1464 124 190 445 1019 961 205 153 192 152 756 315 618 553 208 117 130 138 107 153
internal_count=2337 557 352 299 205 1780 245 316 1464 124 190 445 1019 961 205 153 192 152 756 315 618 553 208 117 130 138 107 153
is_linear=0
shrinkage=0.0032998


Tree=4384
num_leaves=13
num_cat=0
split_feature=1 148 9 3 402 1 51 156 42 0 133 15
split_gain=0.718679 0.320339 0.310493 0.42325 0.374139 0.330712 0.492612 0.590596 0.307119 0.293515 0.191532 0.100693
threshold=0.14262000000000002 -0.081574999999999995 1.0000000180025095e-35 -0.24177499999999999 0.095250000000000015 0.077565000000000009 0.11728000000000001 0.08956500000000002 0.085790000000000019 -0.099059999999999995 0.099660000000000012 -0.088709999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 7 -7 -6 11 -11 -5
right_child=-2 2 -4 4 8 6 -8 -9 -10 10 -12 -13
leaf_value=-0.001071852492160014 -0.0055562195097696269 -0.0046143176648230644 0.022514668043510749 0.02568753426069241 0.011191895919124508 0.0041478838850609063 0.021492437626983305 0.016670579641660598 0.025600215788988558 0.012257422718698259 0.006562061469710256 0.015080831662044658
leaf_weight=69 85 53 60 52 87 645 65 128 82 741 218 52
leaf_count=69 85 53 60 52 87 645 65 128 82 741 218 52
internal_value=0 0.0101942 0.0105511 0.0102121 0.0105926 0.00991596 0.00741029 0.00622382 0.0181935 0.0118896 0.0109646 0.0204015
internal_weight=0 2252 2183 2123 2070 1901 838 773 169 1063 959 104
internal_count=2337 2252 2183 2123 2070 1901 838 773 169 1063 959 104
is_linear=0
shrinkage=0.16829


Tree=4385
num_leaves=23
num_cat=0
split_feature=1 3 39 4 3 2 2 2 1 12 3 14 0 159 43 4 49 12 159 43 0 51
split_gain=74.4471 16.8845 8.29034 6.01869 4.1735 4.12965 4.05067 2.67982 2.42691 1.66922 1.59275 1.25429 1.17885 1.01716 0.902937 0.877375 0.675654 0.450336 0.433995 0.399287 0.307401 0.25876
threshold=0.10538500000000002 -0.052614999999999995 0.081875000000000017 0.36766000000000004 0.10323000000000002 0.14823500000000003 -1.0000000180025095e-35 0.091205000000000008 0.092550000000000007 0.11769500000000001 0.149315 0.054835000000000009 -0.098179999999999976 0.0096550000000000021 -0.024279999999999996 -0.013514999999999998 -1.0000000180025095e-35 0.092755000000000018 0.088800000000000004 -0.081799999999999984 -0.076539999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 7 6 -3 11 -4 13 14 12 -1 15 -8 19 -17 18 -14 -9 -19 -2
right_child=1 5 8 -5 -6 -7 10 9 -10 -11 -12 -13 17 -15 -16 16 -18 20 -20 -21 -22 -23
leaf_value=0.0018128060353621411 0.002003682210533827 -0.0003083202946232621 0.0016054427251562479 0.00061933121017520275 0.0011584700927827756 -0.00049167902103887699 0.00051136345878644669 0.0022732130512893248 0.00060057146891779169 0.0013527396928020407 0.0001465186004543963 0.0026876629338762966 0.0022473299155247317 0.0023088521933838399 0.0010394693215636005 0.0014091700396291504 0.0018532995368307768 0.0021409920263591163 0.0019715319108362336 0.0019569766951228551 0.0018244670394715297 0.0016898010584257893
leaf_weight=98 63 70 53 67 54 77 65 59 52 54 57 52 773 80 78 52 140 95 70 188 55 57
leaf_count=98 63 70 53 67 54 77 65 59 52 54 57 52 773 80 78 52 140 95 70 188 55 57
internal_value=0 0.000613069 0.00200973 0.00141239 0.00206319 0.000182211 0.000374524 0.00209164 0.00110813 0.00190698 0.000613696 0.00218418 0.00216016 0.00196458 0.000799668 0.00190177 0.0017332 0.0021944 0.00222447 0.00203266 0.00202517 0.00185488
internal_weight=0 534 1875 187 1770 347 270 1716 105 573 200 1143 1091 519 143 439 192 993 843 247 150 120
internal_count=2409 534 1875 187 1770 347 270 1716 105 573 200 1143 1091 519 143 439 192 993 843 247 150 120
is_linear=0
shrinkage=0.0032998


Tree=4386
num_leaves=10
num_cat=0
split_feature=148 3 149 14 9 49 151 14 51
split_gain=0.600296 0.5807 0.594007 0.401642 0.353291 0.420887 0.505352 0.444527 0.266457
threshold=-0.078369999999999981 0.25468500000000005 0.079625000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.080089999999999981 -0.081519999999999981 0.078235000000000013 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -7
right_child=1 -3 -4 4 5 7 -8 -9 -10
leaf_value=-0.0040439006585299298 0.019942707076288004 -0.0031387831950072682 0.02756722488203046 -0.0045652154805353477 -0.012668720354669698 0.010844595164829484 0.0083660761173400735 -0.0054527732072988926 0.0025537452823447171
leaf_weight=101 97 103 52 54 53 1696 83 52 118
leaf_count=101 97 103 52 54 53 1696 83 52 118
internal_value=0 0.009199 0.00977614 0.00934561 0.00884477 0.00920738 0.000155482 0.00986615 0.0103063
internal_weight=0 2308 2205 2153 2056 2002 136 1866 1814
internal_count=2409 2308 2205 2153 2056 2002 136 1866 1814
is_linear=0
shrinkage=0.16829


Tree=4387
num_leaves=22
num_cat=0
split_feature=1 2 12 2 2 16 16 12 13 1 480 2 2 51 4 4 16 2 12 1447 2
split_gain=31.5004 6.33867 5.61213 2.80722 1.77532 1.44397 1.39768 1.39455 1.20472 1.01512 0.951896 0.710833 0.694276 0.518028 0.51619 0.447465 0.386115 0.343701 0.333903 0.32355 0.37789
threshold=0.10538500000000002 0.14823500000000003 0.087245000000000003 0.098150000000000015 -0.0050599999999999994 0.022165000000000004 -0.071854999999999988 -0.029844999999999997 0.034905000000000012 0.11400500000000001 -0.068944999999999992 0.106285 0.11701500000000002 0.11144500000000002 0.053455000000000009 -0.08916499999999998 -0.015159999999999998 0.11657500000000001 0.085425000000000015 -0.085709999999999995 0.087610000000000007
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 5 4 -1 6 9 -5 12 -2 -6 -4 14 15 16 18 -9 -11 -12 -17 -21
right_child=1 -3 11 7 10 -7 -8 8 -10 17 13 -13 -14 -15 -16 19 -18 -19 -20 20 -22
leaf_value=0.0018064683709366051 0.0016430837274928655 0.00060439976768804859 0.0022395511404240246 0.0015685828825470814 0.0028045303498686219 0.001702734032783785 0.00068577128134847181 0.0026878464669537984 0.0017979529449086327 0.00091551596569951785 0.0027890303529916633 0.0017594240036078051 0.0019626821838171827 0.0020970340223199096 0.0021304782586833051 0.0026018966509688359 0.0023114660475482178 0.0012952853565223982 0.0024353859511855916 0.0024098158363467935 0.0022807047988332467
leaf_weight=58 62 91 100 54 61 71 52 56 86 52 53 52 70 69 76 67 69 54 72 666 418
leaf_count=58 62 91 100 54 61 71 52 56 86 52 53 52 70 69 76 67 69 54 72 666 418
internal_value=0 0.00139826 0.00156125 0.00230689 0.0023747 0.0012925 0.00115995 0.00206525 0.00214028 0.00130651 0.00239811 0.00207553 0.00224878 0.00237966 0.00234825 0.00239491 0.00248037 0.00110932 0.00258561 0.00237417 0.00236006
internal_weight=0 534 443 1875 1464 291 220 411 357 168 1406 152 271 1345 201 1276 125 106 125 1151 1084
internal_count=2409 534 443 1875 1464 291 220 411 357 168 1406 152 271 1345 201 1276 125 106 125 1151 1084
is_linear=0
shrinkage=0.0032998


Tree=4388
num_leaves=31
num_cat=0
split_feature=1 3 2 16 2 9 15 12 12 2 2 16 15 16 3 1 3 43 133 1213 133 16 2 3 1 43 403 15 12 1212
split_gain=20.1554 6.27655 2.86854 2.20456 1.70081 1.1383 1.09667 0.915924 0.807968 0.671352 0.670859 0.684946 0.570223 0.538534 0.696679 0.508307 0.429834 0.464887 0.419585 0.358096 0.285706 0.487364 0.283758 0.246413 0.242256 0.231179 0.209821 0.195002 0.140127 0.0678333
threshold=0.10538500000000002 -0.06340999999999998 0.14823500000000003 -0.52180499999999985 0.092365000000000017 -1.0000000180025095e-35 -0.11399999999999998 -0.024179999999999997 0.11769500000000001 0.11500500000000001 0.10859000000000001 -0.072054999999999994 -0.088954999999999992 -0.013024999999999998 -0.016164999999999995 0.093785000000000021 -0.071814999999999976 -0.0092699999999999987 -0.0059799999999999992 -0.041999999999999989 0.085520000000000013 -0.082739999999999994 0.083935000000000023 -0.086264999999999994 0.11453000000000001 -0.089649999999999994 -0.019354999999999994 -0.090364999999999987 0.085615000000000011 -0.020729999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 5 -1 13 -3 -6 -8 12 24 -7 -12 -9 16 18 -14 17 20 -15 29 27 -22 -18 25 -2 -20 -21 -5 -25 -19
right_child=1 2 -4 4 6 10 7 8 -10 -11 11 -13 15 14 -16 -17 22 19 23 26 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0009980971593022117 0.0017217496347988804 0.00039628919791139677 0.00010854476139903038 0.0020435784602409858 0.001966786221362221 0.0011933127690345431 0.0010613321848178744 0.001246984724974341 0.0011406939667221525 0.0011276081783075272 0.00098475619655036912 0.00052787431058696794 0.0015643996965821554 0.0015135965776788734 0.0021849161975345285 0.0019187079884406019 0.0013112965011812399 0.0015465131817203261 0.0018207453097069148 0.0015839686213936402 0.0014181946202300858 0.0018052096352968261 0.0016601645390434047 0.00161331850297083 0.0014198466063413987 0.0021172409720678943 0.0018069269655312042 0.001810570026437064 0.001825052287105184 0.0013682894629042689
leaf_weight=56 57 55 79 52 55 71 53 54 55 58 90 60 334 55 55 52 52 54 72 92 54 110 53 60 64 52 102 206 95 52
leaf_count=56 57 55 79 52 55 71 53 54 55 58 90 60 334 55 55 52 52 54 72 92 54 110 53 60 64 52 102 206 95 52
internal_value=0 0.000917705 0.000663486 0.00164454 0.00166442 0.0008222 0.00152066 0.00147582 0.00152013 0.00142169 0.000928037 0.000802238 0.00156748 0.00173568 0.00183795 0.00161222 0.00168753 0.00171654 0.00178071 0.001616 0.00178793 0.00167799 0.00148773 0.00183324 0.00156236 0.00194537 0.00170138 0.00185767 0.00174332 0.00145942
internal_weight=0 534 355 1875 1819 276 603 548 495 179 221 150 440 1216 389 386 827 722 334 300 422 164 105 279 121 124 194 258 155 106
internal_count=2409 534 355 1875 1819 276 603 548 495 179 221 150 440 1216 389 386 827 722 334 300 422 164 105 279 121 124 194 258 155 106
is_linear=0
shrinkage=0.0032998


Tree=4389
num_leaves=13
num_cat=0
split_feature=15 13 123 150 0 150 49 13 13 0 15 52
split_gain=8.04025 4.71832 3.49671 2.21069 1.26636 0.948959 0.789469 0.744658 0.62501 0.622799 0.509961 0.104611
threshold=-0.2987999999999999 -0.23438999999999996 1.0000000180025095e-35 -0.084634999999999988 -0.095869999999999983 0.11213000000000002 0.11580500000000001 -0.0094049999999999984 0.22245000000000001 -0.14989499999999997 -0.45726999999999995 -0.070104999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 8 -4 9 -5 -6 -8
right_child=1 2 7 5 10 -7 11 -9 -10 -11 -12 -13
leaf_value=0.0011470160117368134 0.0007236019270053601 0.00086496194485640137 0.001151981383830771 0.0018182083753066709 0.00071472830641863881 0.0011624004185424516 0.0013674736247201722 0.00064628356106602946 0.0012806838219895742 0.0015547389382022183 0.00029033622229527283 0.001152168572016021
leaf_weight=52 96 57 83 106 73 76 54 52 86 1568 54 52
leaf_count=52 96 57 83 106 73 76 54 52 86 1568 54 52
internal_value=0 0.00143996 0.00147217 0.00150691 0.000712674 0.00152573 0.00154051 0.000957455 0.00155726 0.00157144 0.000534556 0.00126218
internal_weight=0 2230 2134 1999 179 1942 1866 135 1760 1674 127 106
internal_count=2409 2230 2134 1999 179 1942 1866 135 1760 1674 127 106
is_linear=0
shrinkage=0.0032998


Tree=4390
num_leaves=20
num_cat=0
split_feature=11 49 16 1444 484 16 150 4 4 43 133 133 160 4 4 16 43 43 160
split_gain=0.639748 0.487366 0.579387 0.327405 0.317702 0.342362 0.283188 0.280246 0.521611 0.309043 0.35032 0.300724 0.272103 0.263772 0.241248 0.234489 0.341188 0.217196 0.153098
threshold=0.079915000000000014 -0.043469999999999995 -0.013125 -1.0000000180025095e-35 -0.076984999999999984 -0.0090499999999999973 0.096430000000000002 -0.041794999999999992 -0.019569999999999997 -0.011584999999999998 0.037060000000000003 -0.0024749999999999993 0.0021250000000000006 -0.095209999999999975 0.50373500000000015 -0.089499999999999982 -1.0000000180025095e-35 -0.073404999999999984 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -3 5 18 7 9 -9 10 -6 -11 -7 -2 -10 16 -1 -4 -5
right_child=13 3 17 4 6 12 -8 8 14 11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.011434083855562474 0.015449494399285613 -5.9192645142335887e-05 0.0069467533465535662 0.017785994905115576 0.021612917763910774 0.033308902390583484 0.023279362639300673 -0.0036471867396650217 0.011532428406186981 0.01300339896805484 0.011472864065377368 0.0036951400303343799 0.016600402055331059 0.029700094652567365 0.002974752521440794 -0.011401716113970069 -0.0076575163855792374 0.020389144836960277 0.0051625034790175562
leaf_weight=54 82 66 91 53 186 53 53 90 529 285 203 151 59 68 114 56 52 55 57
leaf_count=54 82 66 91 53 186 53 53 90 529 285 203 151 59 68 114 56 52 55 57
internal_value=0 0.0105512 0.00433218 0.011559 0.0119783 0.0179599 0.0111529 0.0107392 0.00833769 0.0128707 0.0163259 0.00978379 0.0245231 0.0219217 0.010018 -0.00258794 0.00205144 0.012023 0.0112611
internal_weight=0 2207 308 1899 1833 222 1611 1558 733 825 389 436 112 150 643 162 106 146 110
internal_count=2357 2207 308 1899 1833 222 1611 1558 733 825 389 436 112 150 643 162 106 146 110
is_linear=0
shrinkage=0.16829


Tree=4391
num_leaves=19
num_cat=0
split_feature=1 3 4 39 4 14 3 3 1 3 3 1 4 4 15 4 16 52
split_gain=27.2394 4.09779 2.7791 2.22681 1.53683 1.3502 1.33302 1.53464 1.13817 1.45054 1.69905 0.908597 0.714934 0.69498 0.582622 0.761493 0.393863 0.224843
threshold=0.10557500000000002 -0.059629999999999996 0.41181500000000004 0.081875000000000017 -0.50388999999999984 0.054835000000000009 -0.11756999999999999 -0.072579999999999992 0.11684000000000001 0.045635000000000002 0.31400500000000003 0.11570500000000002 0.0011850000000000003 0.032965000000000001 -0.091274999999999981 -0.030434999999999993 0.0060650000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 -1 6 -6 13 12 -10 -11 -2 -3 16 -9 -16 -8 -15
right_child=1 8 -4 -5 5 -7 7 14 9 10 -12 -13 -14 17 15 -17 -18 -19
leaf_value=0.0026532336091874393 0.0023009972227399579 0.001117346142531495 0.001087257775127219 0.0016983006328028757 0.0017886918091057716 0.0026604373319722599 0.0022929957396940572 0.0021905029639405636 0.00064364908824656949 0.0016186055522430633 0.00083153796092456868 0.0017152550929395878 0.0016452186250157318 0.0018557721181155324 0.002052179154278304 0.0016494474288196528 0.0021151559295777282 0.0021510323137197075
leaf_weight=79 58 62 52 102 99 62 921 98 95 55 66 59 52 62 121 91 166 57
leaf_count=79 58 62 52 102 99 62 921 98 95 55 66 59 52 62 121 91 166 57
internal_value=0 0.00130525 0.00172347 0.0021738 0.0022014 0.0021801 0.00216164 0.00218597 0.00109097 0.000949639 0.00118959 0.00200592 0.00135844 0.00223942 0.00197791 0.00187947 0.00226587 0.0019975
internal_weight=0 499 169 1858 1756 1677 1615 1516 330 216 121 117 114 1206 310 212 1087 119
internal_count=2357 499 169 1858 1756 1677 1615 1516 330 216 121 117 114 1206 310 212 1087 119
is_linear=0
shrinkage=0.0032998


Tree=4392
num_leaves=15
num_cat=0
split_feature=2 14 15 15 11 1210 1 2 4 133 4 2 2 52
split_gain=1.02541 0.876415 0.686307 0.341694 0.45585 0.312184 0.300962 0.748368 0.931018 0.377538 0.334063 0.526694 0.255968 0.0309949
threshold=0.13631000000000001 -0.10708499999999999 -0.050699999999999995 -0.41971499999999995 0.08976000000000002 -0.081594999999999987 0.078015000000000015 0.084145000000000011 -0.17689999999999997 0.076280000000000014 -0.08916499999999998 0.083855000000000013 0.14983000000000005 0.08321000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 -3 5 -5 10 9 -9 -8 13 -12 -2 -7
right_child=2 3 -4 4 -6 6 7 8 -10 -11 11 -13 -14 -15
leaf_value=0.029943344292144382 -0.002384117115989673 -0.00036406295743162239 -0.017384148896027272 0.021026819251114586 0.026566015247806739 0.018405308539350462 0.01467196514530565 0.017424339159554204 -0.0040744471710834956 0.0034698103898443979 -0.002987129482569577 0.012540527338184324 0.01421091139226238 0.024380040844923068
leaf_weight=73 53 70 55 87 56 53 385 77 220 110 66 946 52 54
leaf_count=73 53 70 55 87 56 53 385 77 220 110 66 946 52 54
internal_value=0 0.011798 -0.00214699 0.0111735 0.0115676 0.0111463 0.0106956 0.00817863 0.00149326 0.0121862 0.0124754 0.0115261 0.00581726 0.0214374
internal_weight=0 2197 160 2124 2054 1998 1911 792 297 495 1119 1012 105 107
internal_count=2357 2197 160 2124 2054 1998 1911 792 297 495 1119 1012 105 107
is_linear=0
shrinkage=0.16829


Tree=4393
num_leaves=21
num_cat=0
split_feature=4 3 39 49 4 0 4 0 16 0 0 4 0 157 12 13 4 16 39 0
split_gain=30.7753 9.85718 5.85485 2.16749 1.8098 1.0459 2.30584 1.83193 1.03825 0.985428 1.78531 0.899427 2.66983 0.735795 0.650737 0.65031 0.462824 0.333422 0.243471 0.135655
threshold=0.30163500000000004 0.30112000000000005 0.081875000000000017 -0.0086549999999999978 0.0063250000000000008 -0.070644999999999986 -0.47860499999999995 -0.023359999999999995 -0.36241499999999999 -0.17785499999999996 -0.010949999999999998 -0.10429499999999998 -0.11208499999999998 -0.0048549999999999991 0.054520000000000006 0.058475000000000006 0.053010000000000009 0.065440000000000012 0.088025000000000006 -0.091054999999999983
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 2 4 -4 5 11 13 17 -6 -2 18 -1 -13 -7 -10 -14 -16 -8 -11 -18
right_child=9 -3 3 -5 8 6 7 -9 14 10 -12 12 15 -15 16 -17 19 -19 -20 -21
leaf_value=0.0027112423984566106 0.0012533041138136428 0.00076963209784236249 0.0011905572707536631 0.0019419861621173338 0.0022915923548768096 0.0027400088753667838 0.0022151671348094705 0.0013816283588512872 0.0015542390028013711 0.000687243778104819 0.0012417881247617319 0.0016128223806566534 0.00234891065904776 0.002216824400655521 0.0022174569414923342 0.002061415106733491 0.00172390937680098 0.0018726324030313576 0.00039107085932030684 0.0019498087432977395
leaf_weight=58 68 57 83 85 94 54 82 59 53 71 63 61 1008 67 59 96 52 53 54 80
leaf_count=58 68 57 83 85 94 54 82 59 53 71 63 61 1008 67 59 96 52 53 54 80
internal_value=0 0.00212408 0.00216183 0.00157095 0.00221473 0.00226295 0.00209218 0.00186845 0.00199522 0.000912012 0.000788379 0.0023069 0.00228674 0.0024506 0.00188089 0.00232394 0.00197135 0.00208095 0.000559579 0.00186109
internal_weight=0 2101 2044 168 1876 1538 315 194 338 256 188 1223 1165 121 244 1104 191 135 125 132
internal_count=2357 2101 2044 168 1876 1538 315 194 338 256 188 1223 1165 121 244 1104 191 135 125 132
is_linear=0
shrinkage=0.0032998


Tree=4394
num_leaves=15
num_cat=0
split_feature=2 15 11 2 2 40 3 0 157 2 3 0 0 2
split_gain=0.823452 0.45965 0.42798 0.560564 0.456712 0.524543 0.298384 0.37554 0.444096 0.27731 0.260284 0.191164 0.388249 0.169769
threshold=0.13631000000000001 -0.050699999999999995 0.079915000000000014 0.097220000000000015 -0.007134999999999999 -0.081174999999999983 -0.14619999999999997 -0.095419999999999991 -0.019454999999999997 -0.079939999999999983 -0.079954999999999984 -0.04478999999999999 -0.066849999999999979 0.14983000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 4 -4 9 -6 -7 8 -8 -1 -10 12 -9 -2
right_child=1 -3 3 -5 5 6 7 11 10 -11 -12 -13 -14 -15
leaf_value=0.0078264549748164654 -0.0012967195589150952 -0.013612860952714537 0.032683818212969139 0.01111569989742991 0.026884289576852308 0 -0.0078102168567919864 0.012938610716147816 0.0010610927419616391 -0.0082216158525104839 0.011698755407085664 0.019764387573733777 0.0028405128013300729 0.012210504424765291
leaf_weight=70 53 55 60 80 60 69 52 1199 89 54 247 98 119 52
leaf_count=70 53 55 60 80 60 69 52 1199 89 54 247 98 119 52
internal_value=0 -0.00114055 0.0113543 0.020372 0.0107396 0.0113748 0.0108771 0.0112925 0.00664407 0.00082329 0.00888639 0.0125649 0.0120282 0.00537546
internal_weight=0 160 2197 140 2057 1933 1873 1804 388 124 336 1416 1318 105
internal_count=2357 160 2197 140 2057 1933 1873 1804 388 124 336 1416 1318 105
is_linear=0
shrinkage=0.16829


Tree=4395
num_leaves=22
num_cat=0
split_feature=1 11 1456 13 130 2 133 49 16 51 16 4 133 13 1213 133 133 133 4 13 42
split_gain=0.690048 0.741413 0.545942 0.450254 0.440203 0.604883 0.449987 0.567731 0.499924 0.432669 0.329147 0.265809 0.234463 0.22238 0.242033 0.332184 0.201512 0.181404 0.243109 0.124566 0.094337
threshold=0.090785000000000018 0.078340000000000007 -0.00059999999999999995 -0.11122999999999998 -1.0000000180025095e-35 0.14721500000000001 0.084675000000000014 0.036705000000000008 -0.082159999999999997 0.095540000000000014 -0.16238499999999997 0.053455000000000009 -0.006304999999999999 -0.085409999999999986 -0.091914999999999983 0.085345000000000018 0.111585 -0.011534999999999998 -0.014099999999999998 -0.054464999999999993 0.087525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 9 -8 12 19 13 -6 17 -15 -16 -10 20 -19 -5 -12
right_child=2 -3 4 10 5 -7 8 -9 16 -11 11 -13 -14 14 15 -17 -18 18 -20 -21 -22
leaf_value=0.024807006055453166 0.020640811148663469 -0.0095612091478186421 -0.011525473148877759 0.013580399552458535 -0.001890100559837599 -0.01177868589834641 -0.014405687880846589 0.023235814549173128 -0.0023244456888837873 -0.0082278015728420081 0.014013040558371796 0.00091427941842100427 0.0098166346494709643 0.01988188272419604 0.0055690366229021538 0.012261994482331832 0.012398153340488221 0.025364252085451074 0.012344242526707322 0.025180934021530287 0.0042284272523880374
leaf_weight=63 53 52 55 55 57 62 59 62 53 53 56 95 314 54 527 351 52 71 97 52 57
leaf_count=63 53 52 55 55 57 62 59 62 53 53 56 95 314 54 527 351 52 71 97 52 57
internal_value=0 0.0101709 0.0041161 0.0108663 0.00297189 0.0040943 0.0056111 0.00818403 -0.00200261 0.00597882 0.0102444 0.00950757 0.00801318 0.0101791 0.00892281 0.00824674 0.00494964 0.0143395 0.0178574 0.0192348 0.00909334
internal_weight=0 1530 820 1478 767 712 650 486 164 424 1415 1308 371 1213 932 878 105 281 168 107 113
internal_count=2350 1530 820 1478 767 712 650 486 164 424 1415 1308 371 1213 932 878 105 281 168 107 113
is_linear=0
shrinkage=0.16829


Tree=4396
num_leaves=26
num_cat=0
split_feature=12 156 15 43 42 151 12 16 150 43 15 43 160 12 15 52 43 43 1213 0 43 0 16 52 52
split_gain=10.7409 2.03712 2.20559 1.86987 1.936 1.48288 1.16385 1.12151 0.885558 0.961043 0.747737 0.44644 0.43265 0.409517 0.436131 0.638299 0.362572 0.36238 0.682075 0.275831 0.270383 0.334901 0.259732 0.352912 0.0602677
threshold=0.023990000000000004 0.094415000000000013 -0.24269999999999997 -0.15786499999999998 1.0000000180025095e-35 -0.086944999999999981 0.087905000000000025 -0.44010499999999991 0.095565000000000011 -0.065804999999999989 -0.17677499999999999 0.070325000000000013 -0.23114999999999997 0.097145000000000023 0.090545000000000014 -0.063789999999999986 0.26667500000000005 0.0047850000000000011 0.065605000000000011 -0.10023499999999998 -0.089559999999999987 -0.071339999999999987 -0.086774999999999977 0.0033500000000000005 0.085540000000000019
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=1 2 7 4 -2 -4 12 -1 9 -7 -8 13 -5 20 15 -15 -13 18 22 -11 -12 -22 24 -24 -14
right_child=3 -3 5 6 -6 8 10 -9 -10 19 11 16 17 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26
leaf_value=0.00075529141943710511 0.0013470458971466823 0.0014026743880751994 0.00047613693500598084 0.0012536242427670155 0.00053287021873568447 0.00081779339013829605 0.001004824179174948 0.00013118002262239043 0.00066044548783639298 0.0011130953726786732 0.0011936043246279582 0.0017066215031813217 0.0016378973262999431 0.0013134721318214368 0.0014269109481837585 0.00084122777489495609 0.0013819922856573477 0.0017991849675330455 0.0012122962771453773 0.0013720502791131218 0.0013715759310568897 0.0015768506482135849 0.0015847577188150565 0.0012871086310313662 0.0018053020064372786
leaf_weight=60 78 72 66 54 54 90 63 66 62 98 70 76 55 69 69 58 78 66 63 87 417 113 256 54 56
leaf_count=60 78 72 66 54 54 90 63 66 62 98 70 76 55 69 69 58 78 66 63 87 417 113 256 54 56
internal_value=0 0.000881265 0.000810232 0.0013928 0.00101424 0.000929446 0.00142368 0.000428656 0.00101812 0.00109863 0.00135503 0.00137822 0.00153876 0.0013464 0.00121402 0.00109808 0.00154243 0.00156669 0.00153491 0.00123506 0.00138959 0.00141541 0.00158311 0.00153302 0.00172267
internal_weight=0 601 529 1749 132 403 1617 126 337 275 1013 950 604 796 196 127 154 550 484 185 600 530 421 310 111
internal_count=2350 601 529 1749 132 403 1617 126 337 275 1013 950 604 796 196 127 154 550 484 185 600 530 421 310 111
is_linear=0
shrinkage=0.0032998


Tree=4397
num_leaves=25
num_cat=0
split_feature=1 11 43 15 147 0 0 52 13 1 133 4 16 15 42 475 16 52 0 4 52 0 0 49
split_gain=0.545096 0.509583 0.485249 0.618819 0.800067 0.743601 0.453354 0.416784 0.490843 0.381175 0.318886 0.301435 0.371071 0.674577 0.28927 0.250549 0.241336 0.2242 0.215312 0.205145 0.183892 0.248571 0.17878 0.149838
threshold=0.090785000000000018 0.078340000000000007 -0.085154999999999995 -0.088774999999999979 0.089365000000000014 -0.10220499999999998 -0.14216999999999999 0.12371000000000001 -0.099939999999999987 0.094090000000000021 0.084675000000000014 -0.44205499999999992 0.0086100000000000013 -0.0015749999999999998 0.082755000000000009 -1.0000000180025095e-35 -0.090194999999999984 -0.15824499999999997 -0.10417499999999999 -0.019114999999999997 -0.025904999999999994 -0.072674999999999976 -0.071969999999999992 0.0040150000000000003
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 6 10 7 5 -5 -1 8 -4 -7 -2 -8 18 15 16 -14 -10 -11 -13 -19 23 -22 -17 -20
right_child=2 -3 3 4 -6 9 11 -9 14 17 -12 12 13 -15 -16 22 -18 19 20 -21 21 -23 -24 -25
leaf_value=0.022578994552567594 0.0014129893103512602 -0.0068543547730534095 -0.016842823973716777 0.031131999624542307 -0.0083304675118069677 -0.0021530084047044922 0.021850104832077322 0.013238644227979074 0.0036781535402237615 0.0064697153754630123 -0.01524122271703556 0.0015683822878439385 0.017713186553427986 -0.012748310364032723 0.010845835153150343 -0.0029461988024383125 -0.012159847175515208 0.022175744897923684 0.012234689247098463 0.0088238473402533248 0.0088924973298383087 0.017745163069430345 0.0097546181810985316 0.023568816089550314
leaf_weight=78 84 52 57 55 57 60 53 53 57 94 53 77 53 59 58 58 52 87 91 53 786 102 68 53
leaf_count=78 84 52 57 55 57 60 53 53 57 94 53 77 53 59 58 58 52 87 91 53 786 102 68 53
internal_value=0 0.00949911 0.0041169 0.00595161 0.0101358 0.013157 0.0100757 -0.000174724 -0.00335644 0.00978817 -0.00501677 0.00937779 0.00888571 0.00284574 0.00123593 0.00799572 -0.00386111 0.0128577 0.0101803 0.0171339 0.0108211 0.00991138 0.00389395 0.0164188
internal_weight=0 1530 820 683 406 349 1478 277 224 294 137 1400 1347 238 167 179 109 234 1109 140 1032 888 126 144
internal_count=2350 1530 820 683 406 349 1478 277 224 294 137 1400 1347 238 167 179 109 234 1109 140 1032 888 126 144
is_linear=0
shrinkage=0.16829


Tree=4398
num_leaves=20
num_cat=0
split_feature=4 123 2 2 2 150 14 0 50 43 51 0 0 159 155 42 42 0 15
split_gain=37.2474 10.4786 8.41423 3.56995 2.60835 4.29913 1.19619 1.00228 1.0993 0.877874 0.677594 0.600838 0.773535 0.526318 0.561919 0.750808 0.438408 0.411604 0.196231
threshold=0.30163500000000004 1.0000000180025095e-35 0.13733000000000004 0.14019000000000004 0.093365000000000017 0.081245000000000026 0.062655000000000016 -0.079119999999999982 0.089465000000000017 -0.049914999999999994 -0.10174999999999999 -0.10417499999999999 -0.14216999999999999 0.094480000000000022 0.11854500000000001 0.077855000000000021 0.086895000000000014 -0.068669999999999995 -0.42759999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 6 13 7 11 10 -2 -9 12 -1 14 15 -6 -13 -3 -11
right_child=3 17 -4 -5 5 -7 -8 8 -10 18 -12 16 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0022958497161740792 0.00063980784743523109 0.001296803066034712 0.0009285123812054171 1.5639040127588786e-05 0.001846687434547613 0.001060858519418608 0.0027044886728664992 0.0022243444125451158 0.0023347567902901904 0.0012551493894002678 0.0017832825621166008 0.0023346729164058625 0.0017475438826024766 0.0023649089566854524 0.0023294450282824214 0.0021382906581585747 0.0021727924927181204 0.00091655654254052933 0.00097973930637012163
leaf_weight=58 72 74 64 62 232 53 55 52 92 53 150 607 56 53 55 169 273 55 65
leaf_count=58 72 74 64 62 232 53 55 52 92 53 150 607 56 53 55 169 273 55 65
internal_value=0 0.00204664 0.00210636 0.00070376 0.00214591 0.00195663 0.00222509 0.00220459 0.0020341 0.000928119 0.001897 0.00225498 0.00202682 0.00204984 0.00201314 0.00196967 0.00228449 0.00113496 0.00110374
internal_weight=0 2098 1969 252 1905 562 1343 1288 294 190 202 994 114 509 456 401 880 129 118
internal_count=2350 2098 1969 252 1905 562 1343 1288 294 190 202 994 114 509 456 401 880 129 118
is_linear=0
shrinkage=0.0032998


Tree=4399
num_leaves=15
num_cat=0
split_feature=1 3 39 3 39 15 1 41 13 157 3 3 49 3
split_gain=15.0356 3.21799 1.43464 1.11115 0.963842 0.933469 0.942608 0.785921 0.754823 0.6195 0.788843 0.737465 0.515932 0.335052
threshold=0.104035 -0.055839999999999994 0.081875000000000017 0.31370500000000007 0.088895000000000016 -0.091059999999999988 0.11570500000000002 0.079300000000000009 -0.11122999999999998 -0.089089999999999989 0.094285000000000008 -0.050489999999999993 -0.081334999999999977 0.11745500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 13 -2 -7 8 -1 -10 11 12 -11 -3
right_child=1 3 -4 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.0017398890960369968 0.00075803841254101529 0.00091694918570106457 0.00097182167348822525 0.00015428286832963611 0.00037166779773063806 0.0015873248300892332 0.00097284282617099297 0.00098153116849068267 0.0016522585853398135 0.0010655548387366223 0.00096066207626802882 0.0016642894982354754 0.0013714344881725366 0.0006102645965611772
leaf_weight=66 63 90 100 70 102 52 58 53 86 64 52 92 1332 70
leaf_count=66 63 90 100 70 102 52 58 53 86 64 52 92 1332 70
internal_value=0 0.000714629 0.00135739 0.000524276 0.000622994 0.00107973 0.00126365 0.00137947 0.00139191 0.00137777 0.00136242 0.00137643 0.00135744 0.000782995
internal_weight=0 505 1845 332 262 173 110 1745 1692 1626 1540 1488 1396 160
internal_count=2350 505 1845 332 262 173 110 1745 1692 1626 1540 1488 1396 160
is_linear=0
shrinkage=0.0032998


Tree=4400
num_leaves=13
num_cat=0
split_feature=150 0 159 3 147 3 3 159 158 1429 482 3
split_gain=0.475102 0.662966 0.905264 1.37464 0.393049 0.338599 0.560619 0.299268 0.446874 0.3788 0.351777 0.302774
threshold=0.089155000000000012 0.0037850000000000002 0.030370000000000005 -0.23303499999999996 0.08289500000000001 -0.026769999999999999 -0.084854999999999986 0.11819000000000002 0.10737500000000001 0.086095000000000019 0.081345000000000015 0.077930000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 -2 8 9 10 11 -1
right_child=5 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.01027298927666249 -0.0012891213969843779 0.014627296200627896 0.019476730944788596 -0.017448018146969235 0.023688625658100267 -0.0052822145797012587 0.021056672043043428 0.00040556372276030723 0.024724280466798969 0.023721600093709719 0.00065525344423177198 0.018415986672246261
leaf_weight=1420 77 62 59 97 72 95 54 73 69 63 99 143
leaf_count=1420 77 62 59 97 72 95 54 73 69 63 99 143
internal_value=0 0.0104765 0.00166771 -0.00492936 0.0114659 0.00235573 0.00790841 0.0109936 0.0114234 0.0108903 0.0104029 0.0110191
internal_weight=0 2157 218 159 1939 226 131 1867 1794 1725 1662 1563
internal_count=2383 2157 218 159 1939 226 131 1867 1794 1725 1662 1563
is_linear=0
shrinkage=0.16829


Tree=4401
num_leaves=16
num_cat=0
split_feature=10 43 10 3 3 3 16 2 2 43 48 3 159 42 130
split_gain=0.500444 0.459986 1.51166 0.549186 0.434268 0.347592 0.514665 0.888754 0.524749 0.334808 0.262998 0.477863 0.36264 0.151913 0.191818
threshold=0.058500000000000003 0.053035000000000006 -0.088499999999999981 -0.092019999999999977 0.0037100000000000002 -0.096099999999999977 -0.10346499999999999 0.097145000000000023 0.086825000000000013 -0.14839499999999997 -0.065224999999999991 0.11924500000000002 -0.0083249999999999973 0.095980000000000024 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 13 6 -4 8 -8 -7 -11 12 -12 14 -5
right_child=-2 3 5 4 -6 9 7 -9 -10 10 11 -13 -14 -15 -16
leaf_value=-0.020294021802609589 -0.0082366738930155677 0.02995886880021471 0.01625310833367434 -0.0010828953526354119 0.025151459988332413 0.020629328238669538 -0.0039982102082369202 -0.013001570398057688 0.016343114492318213 0.018068103276956758 0.01432116822052526 -0.0033989307501531034 0.0075939244084828996 0.01353419902707465 0.011402595699371812
leaf_weight=54 52 53 66 76 52 70 62 97 85 81 287 94 1101 89 64
leaf_count=54 52 53 66 76 52 70 62 97 85 81 287 94 1101 89 64
internal_value=0 0.00843887 0.00747016 0.0142254 0.0112515 0.00824271 0.00306785 -0.000491298 0.00775156 0.00922397 0.00871203 0.00819945 0.00898623 0.00808738 0.00461193
internal_weight=0 2331 1997 334 281 1943 310 244 147 1633 1563 1482 1388 229 140
internal_count=2383 2331 1997 334 281 1943 310 244 147 1633 1563 1482 1388 229 140
is_linear=0
shrinkage=0.16829


Tree=4402
num_leaves=22
num_cat=0
split_feature=1 1 4 47 0 47 43 15 1 4 15 151 0 4 1 16 0 15 1447 133 4
split_gain=33.3669 6.75762 7.1508 3.6474 3.29825 2.30549 1.95935 1.80436 2.2083 1.66045 1.37497 0.824528 0.793257 0.954644 0.754977 0.708535 0.522932 0.496182 0.492353 0.409543 0.0285888
threshold=0.11831500000000002 0.096325000000000008 -0.17689999999999997 0.085505000000000012 -0.060199999999999997 0.083875000000000019 -0.083464999999999998 -0.42443999999999993 0.13752500000000004 -0.42305999999999994 -0.076519999999999991 0.032230000000000009 -0.14857499999999998 0.032965000000000001 0.083835000000000007 -0.052894999999999991 -0.076209999999999986 -0.10602999999999999 -0.085709999999999995 -0.062749999999999986 0.11057000000000002
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 4 -3 7 11 10 -6 -2 -9 -8 17 12 14 18 -1 20 -12 -4 -14 -20 -15
right_child=3 2 5 -5 6 -7 9 8 -10 -11 16 -13 13 15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0028074733935525985 0.0010269506949778721 0.0026628529528533152 0.0012639299057189103 0.0014867125869131852 0.0013063225001406851 0.0019453405920149484 0.0024635892695762541 0.00078580278099632636 -0.00010652925861292174 0.0017197918473181842 0.0017440727977391299 0.001824581984250001 0.0025434780255203923 0.0022038164646238454 0.0022391246146706498 0.0016739930853650797 0.0013114683644754935 0.0008114712673802176 0.0023513173526323685 0.0022021468574204965 0.0020776155129538054
leaf_weight=52 85 68 53 80 65 86 53 70 53 87 68 54 63 53 52 54 57 54 276 836 64
leaf_count=52 85 68 53 80 65 86 53 70 53 87 68 54 63 53 52 54 57 54 276 836 64
internal_value=0 0.0020857 0.00169095 0.000887581 0.00217484 0.00148301 0.00178133 0.000656976 0.000401016 0.00200162 0.00131148 0.00222845 0.00224347 0.0022218 0.00252364 0.00198968 0.00154709 0.00103592 0.00225555 0.0022392 0.00213508
internal_weight=0 2095 386 288 1709 318 205 208 123 140 232 1504 1450 1346 104 171 125 107 1175 1112 117
internal_count=2383 2095 386 288 1709 318 205 208 123 140 232 1504 1450 1346 104 171 125 107 1175 1112 117
is_linear=0
shrinkage=0.0032998


Tree=4403
num_leaves=20
num_cat=0
split_feature=15 16 14 43 13 16 1453 156 402 456 4 43 4 12 4 12 456 133 13
split_gain=0.492746 0.881261 1.33943 0.268614 0.582784 0.360345 0.337784 0.345878 0.42894 0.535779 0.651873 0.513103 0.318815 0.262564 0.234581 0.284417 0.196454 0.0996187 0.089906
threshold=-0.26826999999999995 -0.44010499999999991 -0.41076499999999994 0.053035000000000006 -0.16392499999999996 -0.23071499999999998 -0.077764999999999987 0.089090000000000016 0.090075000000000002 0.060100000000000008 -0.14236999999999997 -0.020049999999999995 -0.068189999999999987 0.093595000000000025 -0.033449999999999987 0.092215000000000005 0.089295000000000013 -0.38753999999999994 -0.077849999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 -6 8 9 10 -8 -10 13 -7 15 -9 -11 -14 -13
right_child=3 2 -4 5 6 12 7 14 11 16 -12 18 17 -15 -16 -17 -18 -19 -20
leaf_value=0.015207714675384138 -0.0059914092384141205 0.0074555244914831171 -0.029153051731616374 0.025764156987799141 0.020691802786515806 0.010303826750418297 -0.0062733175225730227 0.029319848219578934 0.028798473474901363 0.023573348071631584 0.0067077777382699485 0.0051531650525884999 0 0.025803550149764917 0.0082647012317190217 0.011721902023434065 0.010095742800623593 0.0098727574517639086 0.014243888779051217
leaf_weight=66 79 62 52 56 65 78 121 52 55 64 1146 69 65 52 79 53 60 52 57
leaf_count=66 79 62 52 56 65 78 121 52 55 64 1146 69 65 52 79 53 60 52 57
internal_value=0 -0.000257855 -0.00922737 0.0088902 0.00814573 0.0135525 0.00876003 0.00831734 0.00750703 0.006502 0.00546665 0.0152209 0.0107766 0.0165175 0.0152304 0.0204542 0.0170664 0.00438252 0.00927989
internal_weight=0 180 114 2203 1900 303 1821 1756 1572 1391 1267 181 247 130 184 105 124 117 126
internal_count=2383 180 114 2203 1900 303 1821 1756 1572 1391 1267 181 247 130 184 105 124 117 126
is_linear=0
shrinkage=0.16829


Tree=4404
num_leaves=11
num_cat=0
split_feature=3 0 12 4 150 0 0 0 0 42
split_gain=0.331854 0.936253 0.733812 0.403397 0.547883 0.372294 0.371069 0.403943 0.328339 0.208176
threshold=-0.23303499999999996 0.09395000000000002 -0.10236499999999998 0.50373500000000015 0.089155000000000012 -0.096594999999999986 0.0037850000000000002 -0.049464999999999988 -0.18901999999999997 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 -4 -7
right_child=1 -3 3 -5 5 9 -8 -9 -10 -11
leaf_value=0.01668703692430417 0.023035176380649343 -0.013803119050795317 0.018515379469767567 -0.0040723154500411606 -0.0097191000264575285 -0.002929818544302615 -0.0048530107332929659 0.019335717147099758 0.00718079669789164 0.011487306254738146
leaf_weight=93 78 63 76 99 87 52 63 89 1621 62
leaf_count=93 78 63 76 99 87 52 63 89 1621 62
internal_value=0 0.00641872 0.00699159 0.00640843 0.00691545 -0.00142139 0.0078227 0.00827084 0.00768947 0.00489531
internal_weight=0 2290 2227 2149 2050 201 1849 1786 1697 114
internal_count=2383 2290 2227 2149 2050 201 1849 1786 1697 114
is_linear=0
shrinkage=0.16829


Tree=4405
num_leaves=16
num_cat=0
split_feature=10 2 34 40 12 4 16 12 12 4 1 160 16 16 2
split_gain=0.514595 0.539407 0.384211 0.271148 0.34741 0.313139 0.693204 0.52787 0.225342 0.461029 0.262516 0.222795 0.325457 0.428459 0.288818
threshold=0.058500000000000003 0.11517500000000001 -0.078549999999999995 -0.081429999999999989 -0.010219999999999998 -0.097514999999999977 0.25032500000000008 0.085280000000000009 0.083885000000000015 -1.0000000180025095e-35 0.11604000000000002 -0.0031399999999999996 -0.4058199999999999 -0.073774999999999993 0.13290500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 9 -7 -10 -3 -13 -14 -15
right_child=-2 11 3 4 5 8 -8 -9 10 -11 -12 12 13 14 -16
leaf_value=0.01947156154178294 -0.011678552124071817 -0.0078556235705458909 0.017239429085396277 -0.0044761728869908649 0.032605609617814307 -0.0054534780760644485 0.0011366023314252061 0.0098302498820111647 0.0056277125445308336 0.009377812781135527 0.017520214805795086 -0.0073452940971568846 0.018203303639063709 0.0073184506920853098 -0.0090110956002947655
leaf_weight=61 52 94 58 93 56 146 90 60 1274 100 55 78 54 71 54
leaf_count=61 52 94 58 93 56 146 90 60 1274 100 55 78 54 71 54
internal_value=0 0.00523724 0.00630871 0.00589219 0.00554003 0.00606407 0.0122409 0.0208407 0.00525504 0.000568199 0.00612123 -0.000841517 0.00171696 0.00567592 0.000249714
internal_weight=0 2344 1993 1932 1874 1781 206 116 1575 246 1329 351 257 179 125
internal_count=2396 2344 1993 1932 1874 1781 206 116 1575 246 1329 351 257 179 125
is_linear=0
shrinkage=0.16829


Tree=4406
num_leaves=18
num_cat=0
split_feature=52 2 3 3 2 12 151 160 131 49 3 52 49 0 483 1453 39
split_gain=0.372717 0.373648 0.306036 0.476896 0.33988 0.383798 0.290845 0.358686 0.404523 0.341557 0.340939 0.535035 0.366226 0.269134 0.236102 0.250103 0.0823162
threshold=-0.56073999999999991 0.093365000000000017 -0.15315499999999996 -0.12595999999999999 -0.0091949999999999983 -1.0000000180025095e-35 -0.086824999999999986 0.0065900000000000012 0.090855000000000005 0.0029050000000000005 -0.14619999999999997 0.024560000000000002 0.10101500000000001 -0.07081999999999998 -0.094369999999999996 -0.049419999999999992 0.086425000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 16 -6 -3 8 10 -9 -8 12 -12 -13 -7 -16 -5
right_child=1 6 3 4 5 14 7 9 -10 -11 11 13 -14 -15 15 -17 -18
leaf_value=0.017504449049356729 -0.0071995329239877923 -0.0087318790179465779 0.021484656391734309 -0.0087726875901289556 0.020132902725767707 0.016247519512264497 0.008914121586229954 0.016524052443172409 0.014177317147442289 0.00071571182091356505 -0.010885545746206654 0.0088385176015866925 0.0046836339793970031 -0.0030419946802845311 -0.0063207705487695227 0.0053930966321554591 0.00066696237003173822
leaf_weight=57 53 80 53 52 52 54 81 83 53 73 219 117 53 100 54 1110 52
leaf_count=57 53 80 53 52 52 54 81 83 53 73 219 117 53 100 54 1110 52
internal_value=0 0.00372165 0.00534237 0.00580944 0.00520349 0.00596149 0.000927163 0.00192141 0.000111466 0.00913808 -0.00119326 -0.00287116 -0.00784524 0.00335535 0.00535499 0.00484813 -0.00403559
internal_weight=0 2339 1480 1427 1374 1270 859 779 623 156 570 489 272 217 1218 1164 104
internal_count=2396 2339 1480 1427 1374 1270 859 779 623 156 570 489 272 217 1218 1164 104
is_linear=0
shrinkage=0.16829


Tree=4407
num_leaves=14
num_cat=0
split_feature=1348 147 48 157 48 51 41 51 402 51 42 42 12
split_gain=0.373454 0.364512 0.432648 0.433794 0.30711 0.518121 0.48942 0.323685 0.408247 0.394015 0.228879 0.136604 0.107314
threshold=0.084895000000000012 0.086295000000000011 0.13438000000000003 -0.08266999999999998 0.093265000000000015 0.020580000000000005 0.075585000000000013 0.087425000000000017 0.10491500000000002 0.11524000000000002 0.083985000000000018 0.080060000000000006 0.086700000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 6 11 7 8 -5 -9 -1 -6 -12
right_child=-2 -3 -4 4 5 -7 -8 9 -10 -11 12 -13 -14
leaf_value=0.0168532716002667 -0.01045864257823286 0.014717376967680528 -0.011729685669605134 0.0028952437596802554 -0.0032235670128778343 -0.017517353983724379 0.015588486366049979 0.014735955084959342 -0.0076081436402306857 -0.0022691582905679198 0.00017680660953375041 0.0077214037049137185 0.010921277586899737
leaf_weight=99 54 82 53 1432 66 54 91 128 113 55 53 63 53
leaf_count=99 54 82 53 1432 66 54 91 128 113 55 53 63 53
internal_value=0 0.0036889 0.00328795 0.00364941 0.0028932 -0.00367347 0.00355482 0.00292006 0.00212587 0.00961531 0.0110257 0.00210772 0.00556599
internal_weight=0 2342 2260 2207 2002 183 1819 1728 1545 183 205 129 106
internal_count=2396 2342 2260 2207 2002 183 1819 1728 1545 183 205 129 106
is_linear=0
shrinkage=0.16829


Tree=4408
num_leaves=14
num_cat=0
split_feature=1373 10 34 13 160 133 4 42 1429 0 0 4 0
split_gain=0.321094 0.313292 0.284452 0.247616 0.301393 0.290459 0.324717 0.309001 0.268212 0.304181 0.300255 0.386122 0.153816
threshold=0.085770000000000013 0.058500000000000003 -0.078549999999999995 0.0015850000000000003 0.085260000000000016 -0.0081099999999999974 -0.048624999999999995 -1.0000000180025095e-35 0.087935000000000027 -0.23395499999999997 0.0060900000000000008 -0.14236999999999997 0.12113000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 12 -8 9 -4 11 -11 -7
right_child=-2 -3 3 4 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=0.014829381116191514 -0.010269599764593096 -0.0098148991780583113 0.016891332789522501 -0.010979324085896486 0.011261483492746112 0.0085965383036092167 0.0007386590941878097 -0.015758969685614351 -0.00739323316751829 -0.0098685825927539109 0.012881179154661663 0.0038873232233925543 -0.0023947963203685787
leaf_weight=60 52 52 53 83 54 116 79 54 57 60 100 1524 52
leaf_count=60 52 52 53 83 54 116 79 54 57 60 100 1524 52
internal_value=0 0.00309316 0.0033868 0.0030784 -0.000505316 -0.0021647 0.000259941 -0.00594612 0.00395435 0.00432776 0.00393128 0.00336513 0.00518376
internal_weight=0 2344 2292 2232 438 384 301 133 1794 1737 1684 1584 168
internal_count=2396 2344 2292 2232 438 384 301 133 1794 1737 1684 1584 168
is_linear=0
shrinkage=0.16829


Tree=4409
num_leaves=15
num_cat=0
split_feature=14 52 10 49 483 13 155 15 3 52 133 51 12 4
split_gain=0.279555 0.546133 0.337275 0.30991 0.270125 0.308952 0.326448 0.260857 0.644603 0.426884 0.313035 0.239875 0.20797 0.152502
threshold=-0.10708499999999999 -0.062629999999999977 -0.11058499999999999 0.14321000000000003 0.10536000000000002 0.055020000000000006 0.082230000000000011 0.03981500000000001 -0.095764999999999989 0.25240000000000001 -0.084614999999999982 0.086090000000000014 0.088785000000000017 -0.085774999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 12 9 -9 10 -4 -10 -7 -14
right_child=2 -3 3 -5 -6 6 -8 8 11 -11 -12 -13 13 -15
leaf_value=-0.0013619044237142156 -0.011456207993872401 0.022655216735099688 -0.0054567829202815171 -0.008607274407719313 0.012539170052491447 -0.012863469441250828 0.0087725088691834752 0.023323276115424785 0.003140763745935771 -0.009075279410407984 0.0036548948459210681 0.01410098866357005 0.0050033317366601901 -0.0060002302667005684
leaf_weight=53 52 54 123 72 75 76 55 53 660 101 804 62 55 101
leaf_count=53 52 54 123 72 75 76 55 53 660 101 804 62 55 101
internal_value=0 0.0107421 0.00193668 0.00224881 0.00261067 0.00225353 -0.0028717 0.00307035 0.00540244 0.00131046 0.00244396 0.00408443 -0.00563993 -0.00210925
internal_weight=0 107 2289 2237 2165 2090 287 1803 775 1028 927 722 232 156
internal_count=2396 107 2289 2237 2165 2090 287 1803 775 1028 927 722 232 156
is_linear=0
shrinkage=0.16829


Tree=4410
num_leaves=11
num_cat=0
split_feature=4 0 474 160 51 48 159 11 4 16
split_gain=0.267024 0.329 0.297761 0.297054 0.276899 0.346244 0.36149 0.314612 0.378914 0.192318
threshold=0.51400500000000016 -0.19242499999999998 0.091650000000000009 -0.063919999999999991 0.14431500000000003 0.11376500000000002 0.10916000000000002 0.093740000000000018 -0.47860499999999995 -0.095229999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 5 6 7 8 -3 -1
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.00051289803339507514 -0.0075088396760377802 0.012705863011941579 0.020469095900167537 0.0034218154415122529 0.012504535543974833 0.014464626348304468 -0.0091174949899124769 -0.010912066516373423 0.0017757560759271331 -0.013347178321537461
leaf_weight=55 82 95 52 66 72 60 87 52 1674 58
leaf_count=55 82 95 52 66 72 60 87 52 1674 58
internal_value=0 0.00226197 0.00272607 0.0109494 0.00224952 0.00187343 0.00147653 0.00198366 0.00236375 -0.00658522
internal_weight=0 2271 2158 118 2040 1968 1908 1821 1769 113
internal_count=2353 2271 2158 118 2040 1968 1908 1821 1769 113
is_linear=0
shrinkage=0.16829


Tree=4411
num_leaves=12
num_cat=0
split_feature=3 1210 1375 3 403 1427 16 132 3 3 42
split_gain=0.412363 0.33765 0.330676 0.225769 0.213978 0.207312 0.242729 0.433022 0.454836 0.299958 0.395958
threshold=0.31370500000000007 -0.07983999999999998 -0.14438999999999999 0.12991000000000003 -0.087974999999999984 0.083935000000000023 -0.083479999999999985 0.08764000000000001 -0.14070999999999997 -0.24154499999999998 0.095215000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 6 7 8 -4 -8 -11
right_child=-2 2 3 -5 -6 -7 9 -9 -10 10 -12
leaf_value=-0.014500818665571694 -0.010351339389805309 -0.010774210878159614 0.019198178922272258 0.012733674656466385 0.00031280595554600721 0.01150412771343505 -0.011466218150325018 -0.0094618686721991436 0.0044313879564811393 0.0026928149311880815 -0.0054227218166658974
leaf_weight=55 79 52 66 63 55 70 54 56 572 1027 204
leaf_count=55 79 52 66 63 55 70 54 56 572 1027 204
internal_value=0 0.00201363 0.00247659 0.00280369 -0.00707767 0.0024975 0.00217801 0.00471465 0.0059618 0.000806628 0.00134646
internal_weight=0 2274 2164 2112 110 2049 1979 694 638 1285 1231
internal_count=2353 2274 2164 2112 110 2049 1979 694 638 1285 1231
is_linear=0
shrinkage=0.16829


Tree=4412
num_leaves=10
num_cat=0
split_feature=1375 14 1204 1210 399 457 12 9 402
split_gain=0.291018 0.284191 0.21276 0.280438 0.239405 0.206756 0.388113 0.30407 0.211399
threshold=-0.14438999999999999 0.019675000000000002 -0.082449999999999982 -0.079004999999999978 0.090145000000000017 0.048870000000000004 0.083425000000000013 -1.0000000180025095e-35 0.11320500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5 -9
right_child=1 -3 3 4 -6 6 -8 8 -10
leaf_value=-0.010996097757071334 0.0095048868185413984 0.011165558198077671 -0.0078745870011431036 -0.011518825924926375 -0.0089516501577646835 0.01399312732608804 -0.003449583648141164 0.001162253416179392 0.010669494573525224
leaf_weight=53 85 85 98 52 62 98 57 1694 69
leaf_count=53 85 85 98 52 62 98 57 1694 69
internal_value=0 0.0016135 0.00124613 0.000915713 0.00134054 0.00166537 0.00756712 0.00116037 0.00153537
internal_weight=0 2300 2215 2130 2032 1970 155 1815 1763
internal_count=2353 2300 2215 2130 2032 1970 155 1815 1763
is_linear=0
shrinkage=0.16829


Tree=4413
num_leaves=15
num_cat=0
split_feature=3 9 1427 12 48 12 43 15 156 50 51 15 12 52
split_gain=0.275824 0.214529 0.216528 0.212584 0.389113 0.356694 0.808265 0.362068 0.37078 0.194215 0.190587 0.187437 0.105835 0.0480076
threshold=0.31370500000000007 0.037245000000000007 0.083935000000000023 -0.081314999999999985 0.083570000000000019 0.085205000000000017 0.0045450000000000013 0.087235000000000021 0.08956500000000002 0.096010000000000012 0.088940000000000005 0.091230000000000019 0.095165000000000013 0.25683000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -5 10 11 -7 13 -11
right_child=-2 -3 -4 5 -6 9 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.00067379419597816341 -0.0086674044296259634 0.011294041396435549 0.010252787044725797 -0.0040296658319660221 0.015947643463734819 0.0028756642910541539 -0.02103216962928527 0.011665013186521153 0.010503461390132389 0.0069348447642979139 -0.0068042266996360366 -0.0023913529842593318 0.0018524963972378142 0.014043107278393264
leaf_weight=89 79 61 72 440 72 857 63 58 56 59 80 246 69 52
leaf_count=89 79 61 72 440 72 857 63 58 56 59 80 246 69 52
internal_value=0 0.00144526 0.00117298 0.00086679 0.00674824 0.000387644 -0.00296843 -0.000911002 -0.00238521 0.00190818 0.00112277 0.00169934 0.00706007 0.010281
internal_weight=0 2274 2213 2141 161 1980 617 554 496 1363 1183 1103 180 111
internal_count=2353 2274 2213 2141 161 1980 617 554 496 1363 1183 1103 180 111
is_linear=0
shrinkage=0.16829


Tree=4414
num_leaves=27
num_cat=0
split_feature=1 52 2 52 4 15 0 4 1 52 150 2 43 0 51 0 52 160 43 13 158 43 156 15 13 52
split_gain=19.1251 5.79433 2.77038 1.54595 0.899266 0.965325 0.842681 0.781458 0.780873 1.0276 0.819555 0.873018 0.738783 0.90783 0.448039 0.459905 0.303858 0.302134 0.446384 0.30116 0.300355 0.239818 0.239206 0.169291 0.139886 0.121737
threshold=0.10141500000000002 -0.41304999999999997 0.14307 0.12431000000000002 0.036620000000000007 -0.047584999999999995 -0.079119999999999982 -0.50388999999999984 0.13130500000000003 -0.080064999999999983 0.085075000000000026 0.11280000000000003 -0.091869999999999993 -0.089364999999999986 0.081440000000000026 -0.097074999999999981 -0.14689999999999998 -0.080669999999999978 -0.0040649999999999983 -0.052454999999999995 0.080150000000000013 -0.092454999999999982 0.088855000000000003 0.084715000000000013 -0.016469999999999995 0.089575000000000016
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=4 -2 3 8 6 20 12 -8 9 -3 11 -11 13 -1 16 -16 -14 -9 19 -19 24 -21 23 -18 -6 -20
right_child=1 2 -4 -5 5 -7 7 17 -10 10 -12 -13 14 -15 15 -17 22 18 25 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0021947558711826703 0.0016739758791279806 0.00048936982464627815 0.00021895750520960607 0.0012811452450686744 0.0012941952037572933 0.0010349383587968731 0.0017894322000551444 0.0011859018547599946 0.00046779343081322536 0.001389931403411041 0.00062996279449712583 0.00081492233759811108 0.0014181957394926727 0.0016531939853895146 0.0011787684251361049 0.0015703046499872828 0.0017219661757532636 0.0016746721436162377 0.0013789285645285046 0.0015968330742716043 0.0016820972561878253 0.0013012519221117598 0.0014298506632003096 0.0016102108709007475 0.0015260480250172471 0.0011704638215884531
leaf_weight=53 80 66 98 71 70 71 69 59 84 64 52 53 72 96 54 87 312 98 78 54 61 73 53 316 53 56
leaf_count=53 80 66 98 71 70 71 69 59 84 64 52 53 72 96 54 87 312 98 78 54 61 73 53 316 53 56
internal_value=0 0.000850496 0.000715427 0.00084009 0.00154585 0.00136341 0.00157624 0.0014622 0.000741814 0.000839611 0.000976184 0.00112976 0.00162945 0.00184607 0.00159331 0.0014206 0.0016256 0.0014081 0.00144452 0.00153515 0.00148996 0.00142721 0.00164748 0.00166579 0.00139439 0.00129207
internal_weight=0 568 488 390 1785 255 1530 487 319 235 169 117 1043 149 894 141 753 418 359 225 184 127 681 628 123 134
internal_count=2353 568 488 390 1785 255 1530 487 319 235 169 117 1043 149 894 141 753 418 359 225 184 127 681 628 123 134
is_linear=0
shrinkage=0.0032998


Tree=4415
num_leaves=20
num_cat=0
split_feature=2 12 42 2 12 14 3 39 3 16 43 2 16 484 12 3 159 12 52
split_gain=16.2041 6.88668 3.03464 2.31129 2.0989 2.00689 2.11775 1.05758 1.05315 1.59051 2.29601 0.897895 0.775577 0.513674 0.437707 0.393965 0.289665 0.330291 0.230979
threshold=0.11461500000000001 -0.011819999999999999 -0.0043149999999999994 0.13388500000000003 0.092395000000000019 0.062655000000000016 0.08734500000000002 0.090455000000000021 -0.10122999999999999 0.081265000000000018 -0.16205499999999998 0.088210000000000025 -0.087829999999999978 0.085225000000000009 -0.083994999999999986 -0.026769999999999999 0.018290000000000004 0.083785000000000012 0.086400000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 8 -4 9 10 -3 16 -8 18 -5 -16 17 -10 -13
right_child=3 5 7 14 -6 -7 12 -9 11 -11 -12 13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0016933395772908474 0.00078651811681028068 0.0017469128482689054 0.00052593614677272924 0.00082192491210934468 0.0015212039128749827 0.0022105681259896991 0.00095603231330579136 0.0011023035469516851 0.002007225306302333 0.0018392975911665575 0.00087644691820168593 0.0014936884267995006 0.0014559635139943202 0.0018832157031398054 0.00068102547189691351 0.00030892126860434729 0.0015736431027182792 0.0017712572508491885 0.0016434646569755394
leaf_weight=52 98 57 85 54 75 70 58 59 74 76 79 254 83 63 54 74 74 693 217
leaf_count=52 98 57 85 54 75 70 58 59 74 76 79 254 83 63 54 74 74 693 217
internal_value=0 0.00159732 0.00100951 0.000831914 0.00110523 0.00166138 0.00163911 0.000762331 0.00167361 0.00145599 0.00124153 0.00170714 0.00125057 0.00160064 0.000571923 0.000466178 0.00177472 0.00179407 0.00156277
internal_weight=0 1994 196 355 173 1798 1728 144 1587 212 136 1375 141 534 182 128 841 767 471
internal_count=2349 1994 196 355 173 1798 1728 144 1587 212 136 1375 141 534 182 128 841 767 471
is_linear=0
shrinkage=0.0032998


Tree=4416
num_leaves=10
num_cat=0
split_feature=4 151 148 4 43 2 2 474 15
split_gain=0.506964 0.560789 0.484118 0.536063 0.429762 0.568434 0.515423 0.371069 0.32261
threshold=0.51743500000000009 0.086470000000000005 -0.079549999999999996 -0.51003499999999991 -0.40535499999999997 -1.0000000180025095e-35 0.087710000000000024 0.089165000000000008 -0.023464999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 8 -8 -7
right_child=-2 -3 3 4 5 6 7 -9 -10
leaf_value=-0.0088743080597724708 0.017862403654905455 -0.010891372199853193 0.02055151006407931 0.016367812669187978 -0.010244026439522059 0.012088354578976813 0.00045256364709048136 0.01108817623933101 0.0049176849312034202
leaf_weight=82 70 76 56 75 83 254 953 103 597
leaf_count=82 70 76 56 75 83 254 953 103 597
internal_value=0 0.00331551 0.00380644 0.00429754 0.00385588 0.00338342 0.00397749 0.00149164 0.00706004
internal_weight=0 2279 2203 2121 2065 1990 1907 1056 851
internal_count=2349 2279 2203 2121 2065 1990 1907 1056 851
is_linear=0
shrinkage=0.16829


Tree=4417
num_leaves=25
num_cat=0
split_feature=1 2 155 2 47 3 2 15 3 15 15 2 13 4 1429 159 475 1 3 13 15 42 42 13
split_gain=33.9188 9.21782 5.63199 3.03788 2.97857 1.94308 1.81694 1.31429 1.25792 0.9105 0.781072 0.683148 0.637018 0.701683 0.579422 0.370309 0.416865 0.370698 0.847802 0.351432 0.342752 0.401617 0.279784 0.208035
threshold=0.10141500000000002 0.14234000000000005 0.085195000000000007 0.091955000000000023 0.078345000000000012 -0.036844999999999996 0.12358500000000001 -0.014614999999999998 -0.021559999999999996 -0.16448999999999997 -0.14765999999999999 0.10713500000000002 -0.077274999999999996 0.024315000000000003 0.084770000000000012 -0.096634999999999985 -0.085669999999999982 0.077565000000000009 -0.092904999999999988 -0.091559999999999989 -0.074959999999999985 0.094095000000000012 0.090115000000000015 -0.0013449999999999996
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 4 10 7 -6 8 11 12 -3 -1 -2 22 20 15 -12 -17 19 -19 -18 -14 -22 -5 -13
right_child=1 9 -4 6 5 -7 -8 -9 -10 -11 14 23 13 -15 -16 16 17 18 -20 -21 21 -23 -24 -25
leaf_value=0.0024395987632535123 0.00057307655465414623 0.00044512922327382109 0.002205459909511332 0.0022294335654967552 0.0019593474430851126 0.0011264131759562571 0.0011712948857864917 0.0012816865436894569 0.0014715380496614714 -0.00016357470628286934 0.0023092591853696503 0.00081114695335747858 0.0021301097586703668 0.0015471290540800373 0.0017365921479257425 0.0023228130943695464 0.0022796239710998812 0.0015346948596333438 0.001996723705849792 0.002033512432533047 0.0017097705180262968 0.0020364010580708023 0.0019229934180497049 0.0010987460174388462
leaf_weight=53 100 55 56 68 58 65 53 75 98 52 57 59 55 86 72 52 75 52 281 522 117 66 68 54
leaf_count=53 100 55 56 68 58 65 53 75 98 52 57 59 55 86 72 52 75 52 281 522 117 66 68 54
internal_value=0 0.00102296 0.00122313 0.00194588 0.0010892 0.00151947 0.00175705 0.000905312 0.00181262 0.000148981 0.00204497 0.00077262 0.00188521 0.00180482 0.00202611 0.00204614 0.00203083 0.00201447 0.00192468 0.00206449 0.00189778 0.00182776 0.00207647 0.000948895
internal_weight=0 574 467 1775 411 123 611 288 558 107 1164 213 460 324 1111 1039 982 930 333 597 238 183 136 113
internal_count=2349 574 467 1775 411 123 611 288 558 107 1164 213 460 324 1111 1039 982 930 333 597 238 183 136 113
is_linear=0
shrinkage=0.0032998


Tree=4418
num_leaves=18
num_cat=0
split_feature=124 14 2 0 403 1 3 0 160 42 484 42 403 48 0 2 3
split_gain=0.382133 0.685958 0.458864 0.606952 0.504702 0.412595 0.525283 0.809461 0.377233 0.356361 0.437107 0.341766 0.335496 0.257045 0.165302 0.156934 0.156257
threshold=-0.085309999999999983 -0.10708499999999999 0.088210000000000025 -0.22022999999999995 0.10488000000000001 0.13712000000000005 1.0000000180025095e-35 -0.12118 -0.24191499999999996 -0.090084999999999985 0.08733500000000001 -0.015274999999999999 -0.085114999999999982 0.086605000000000015 -0.082234999999999989 0.081685000000000021 -0.0092099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 8 -4 5 6 7 -5 -3 15 11 14 -13 -8 -11 -10 -1
right_child=1 2 3 4 -6 -7 13 -9 9 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0010156944982210585 0.018874968969126833 -0.003502186218400967 -0.014250696979317752 -0.01703321704247017 0.017017229158511522 -0.011847831878544652 0.01884497077098999 0.0027260034668301659 -0.0069928460676207472 0.022346275751452038 0.024090175351932856 -0.0009704677295957017 0.008504592134896587 0.0040372361129224401 0.010170495371732828 0.0046221808255083735 -0.012001637942295354
leaf_weight=52 96 91 62 64 67 58 77 710 56 62 52 133 512 59 66 80 52
leaf_count=52 96 91 62 64 67 58 77 710 56 62 52 133 512 59 66 80 52
internal_value=0 0.00495126 0.00432843 0.00191799 0.00288828 0.00190849 0.00278724 0.00108984 0.00684027 0.0078215 0.00913731 0.0081291 0.00654803 0.0124342 0.0160822 -0.000147267 -0.0054757
internal_weight=0 2245 2149 1097 1035 968 910 774 1052 961 825 773 645 136 128 136 104
internal_count=2349 2245 2149 1097 1035 968 910 774 1052 961 825 773 645 136 128 136 104
is_linear=0
shrinkage=0.16829


Tree=4419
num_leaves=12
num_cat=0
split_feature=4 376 2 4 43 13 52 52 3 3 42
split_gain=0.332358 0.472106 0.464285 0.295235 0.32025 0.366117 0.332313 0.351207 0.227236 0.156672 0.113872
threshold=0.51743500000000009 0.083785000000000012 0.13733000000000004 -0.51003499999999991 -0.22778999999999996 0.060910000000000013 0.40391000000000005 0.095040000000000027 -0.07385499999999999 -0.24098999999999995 0.093195000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -8 -7 -4
right_child=-2 -3 10 4 5 9 8 -9 -10 -11 -12
leaf_value=0.016899541640168242 0.015163195477736369 -0.0081623797370868906 -0.010603482260058472 0.013308684642250299 0.004648993470780168 0.002729374281331901 0.0064362552446989851 -0.0026209174128044893 0.020463515481641926 -0.0085813712013265778 -0.00022791121181137198
leaf_weight=53 70 96 70 103 1404 55 78 217 57 93 53
leaf_count=53 70 96 70 103 1404 55 78 217 57 93 53
internal_value=0 0.00338197 0.00389047 0.00449068 0.0041621 0.00366636 0.00434436 0.00367468 0.0123722 -0.00436591 -0.00614731
internal_weight=0 2279 2183 2060 2007 1904 1756 1621 135 148 123
internal_count=2349 2279 2183 2060 2007 1904 1756 1621 135 148 123
is_linear=0
shrinkage=0.16829


Tree=4420
num_leaves=21
num_cat=0
split_feature=4 3 0 3 2 2 3 2 4 2 3 0 42 49 12 2 1447 403 133 4
split_gain=21.4991 6.08295 3.25073 2.94751 2.0146 1.46235 1.59432 1.4112 1.03508 0.735455 0.662078 1.12748 0.551417 0.820474 0.530747 0.522636 0.472076 0.492726 0.325422 0.318603
threshold=0.30163500000000004 -0.066424999999999984 -0.14216999999999999 0.30112000000000005 -0.007134999999999999 0.099450000000000024 0.091170000000000015 0.14019000000000004 0.053455000000000009 0.10045500000000002 -0.15680499999999997 -0.064804999999999988 0.090775000000000008 0.059705000000000001 0.094185000000000005 0.12051500000000002 -0.085709999999999995 -0.53317999999999988 0.089135000000000006 0.00025000000000000006
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 2 -1 4 -3 6 19 9 10 -2 -4 16 13 -7 -13 -11 -12 -18 -10 -6
right_child=7 3 8 -5 5 12 -8 -9 18 15 11 14 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0026034470491419345 0.00057844903844494848 0.00091001517087964726 0.0021208751997217451 0.00066933567145904956 0.0021260410073626113 0.0012701823557837704 0.0013475523484642038 0.00025845248571836559 0.0016653109867879577 0.0012284492863648398 0.0021107953919237785 0.0012568587026746043 0.0011372847919484197 0.0018016201155168924 0.0017237582534061437 0.00077682248945678742 0.0015066306971863645 0.0018397996039261962 0.0013536330256937669 0.0018105035622073876
leaf_weight=57 73 56 81 52 71 73 67 61 98 57 68 55 70 57 53 56 52 1026 61 74
leaf_count=57 73 56 81 52 71 73 67 61 98 57 68 55 70 57 53 56 52 1026 61 74
internal_value=0 0.00172503 0.00182865 0.00141587 0.00149874 0.00157867 0.0017702 0.000694825 0.00179907 0.000837747 0.00182919 0.00181032 0.00137548 0.00150347 0.00148631 0.00100495 0.00184082 0.00182376 0.00154596 0.00196525
internal_weight=0 2071 1551 520 468 412 212 247 1494 186 1335 1254 200 130 108 113 1146 1078 159 145
internal_count=2318 2071 1551 520 468 412 212 247 1494 186 1335 1254 200 130 108 113 1146 1078 159 145
is_linear=0
shrinkage=0.0032998


Tree=4421
num_leaves=25
num_cat=0
split_feature=1 52 2 2 2 123 13 15 3 12 3 12 13 13 13 43 133 12 16 16 12 13 12 42
split_gain=19.6448 3.17045 2.16027 1.93604 3.29977 1.57235 0.996259 0.545971 0.76586 0.705229 0.798281 0.61139 0.849866 0.480023 0.425214 0.291877 0.284419 0.237456 0.21146 0.176845 0.156214 0.13104 0.115378 0.0458144
threshold=0.10557500000000002 -0.40011499999999994 0.16002500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.083275000000000016 -0.11122999999999998 0.03981500000000001 -0.116045 0.095815000000000011 0.08734500000000002 0.086315000000000017 -0.0053149999999999994 -0.07150999999999999 -0.0013449999999999996 -0.0035149999999999995 -0.020484999999999996 0.10733000000000002 -0.061784999999999993 -0.083479999999999985 0.084345000000000017 -0.04917499999999999 0.096075000000000008 0.085545000000000024
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=5 -2 3 -3 -5 6 -1 8 -8 10 14 12 20 23 -10 16 -13 -11 -15 -17 -9 -18 -21 -6
right_child=1 2 -4 4 13 -7 7 11 9 17 -12 15 -14 18 -16 19 21 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0019394739734362744 0.0015979060965990782 0.00040119842295082174 0.00011663871995765872 0.0015784515641761993 0.00052421904206285139 0.0011049940119744301 0.0012396991845233165 0.0015325381640024303 0.0016037017195553987 0.0012165049855143682 0.0012732325829795431 0.0018308190604971865 0.0021600061170933206 0.0010318763093300884 0.0018615545731204967 0.0015871481336183935 0.0015015687441844651 0.001482123045143673 0.00074619385810555463 0.0012689860761411593 0.0017553727580373526 0.0016463680597803604 0.0014950024153795195 0.00066709196901332181
leaf_weight=86 52 91 54 70 54 76 98 60 475 77 73 69 52 64 84 89 117 75 53 53 94 197 53 52
leaf_count=86 52 91 54 70 54 76 98 60 475 77 73 69 52 64 84 89 117 75 53 53 94 197 53 52
internal_value=0 0.000826983 0.000735378 0.000822296 0.000952961 0.00157117 0.00159137 0.00157338 0.00151652 0.00155108 0.00159991 0.00163731 0.00179295 0.00075646 0.00164251 0.00158178 0.00163555 0.0013478 0.000902766 0.00147599 0.00166878 0.00159253 0.00138233 0.00059464
internal_weight=0 490 438 384 293 1828 1752 1666 882 784 632 784 206 223 559 578 383 152 117 195 154 314 106 106
internal_count=2318 490 438 384 293 1828 1752 1666 882 784 632 784 206 223 559 578 383 152 117 195 154 314 106 106
is_linear=0
shrinkage=0.0032998


Tree=4422
num_leaves=19
num_cat=0
split_feature=1 11 11 157 49 484 42 51 52 156 3 157 475 51 474 1 43 43
split_gain=0.937626 0.645044 0.733402 0.379886 0.348207 0.343707 0.269721 0.342739 0.429424 0.363149 0.296424 0.239078 0.466197 0.329984 0.273178 0.212116 0.209656 0.169076
threshold=0.14787500000000001 0.093970000000000012 1.0000000180025095e-35 -0.00052499999999999986 -0.015974999999999996 0.079595000000000013 -0.0043149999999999994 0.087425000000000017 -0.068499999999999991 0.088610000000000008 -0.062184999999999997 -0.082294999999999993 -0.083589999999999984 -0.070559999999999984 0.083260000000000015 0.086050000000000015 0.26667500000000005 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 10 9 -9 -8 16 14 -13 -14 -6 -4 -5 -7
right_child=-2 -3 15 5 11 17 7 8 -10 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=0.012307399223649746 -0.017351713857373673 -0.012012243727271336 0.026418755357042148 0.008340951224339031 -0.0067902089455195496 0.0087283471913696137 0.0019541099358766178 0.02348809560233283 0.0050774870245752909 0.016071260566397811 0.017790098126222998 -0.019300710248410263 0.0091561635978270432 -0.0091157005342471994 0.0083443213290354378 0.012237543495345008 -0.0027223175826192746 0.021999942286090087
leaf_weight=58 52 58 55 397 52 55 850 54 108 55 86 53 55 57 96 67 55 55
leaf_count=58 52 58 55 397 52 55 850 54 108 55 86 53 55 57 96 67 55 55
internal_value=0 0.00549644 0.00595718 0.00521424 0.000326288 0.00627058 0.00564511 0.00409281 0.0112254 0.00281404 0.00872041 -0.00188811 -0.00629663 -0.000126869 0.00301464 0.0186454 0.00699078 0.0153805
internal_weight=0 2266 2208 2086 371 1715 1605 1067 162 905 538 313 165 112 148 122 452 110
internal_count=2318 2266 2208 2086 371 1715 1605 1067 162 905 538 313 165 112 148 122 452 110
is_linear=0
shrinkage=0.16829


Tree=4423
num_leaves=14
num_cat=0
split_feature=1 11 11 160 157 160 15 4 148 48 1 160 1
split_gain=0.648747 0.446367 0.507365 0.282209 0.281822 0.449851 0.352779 0.231631 0.220564 0.295317 0.207304 0.184111 0.146399
threshold=0.14787500000000001 0.093970000000000012 1.0000000180025095e-35 -0.5335399999999999 -0.00052499999999999986 -0.082299999999999984 -0.0015749999999999998 -0.26545999999999997 -0.07990499999999999 -0.023659999999999997 0.090150000000000022 -0.08989999999999998 0.086050000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 10 -6 -9 -10 -7 -5 -4
right_child=-2 -3 12 4 7 6 -8 8 9 -11 -12 -13 -14
leaf_value=0.015531590633417238 -0.01443159738126149 -0.0099907059851311059 0.021972748998137302 0.0019567063546806567 0.014631947100080058 0.0028348960283347659 -0.016703140950100673 0.014538175146154736 -0.0083297508346374723 0.0045621971058044273 -0.008891770958427898 0.015096618658178367 0.010178090165951007
leaf_weight=62 52 58 55 65 67 128 52 60 52 1479 64 57 67
leaf_count=62 52 58 55 65 67 128 52 60 52 1479 64 57 67
internal_value=0 0.00457238 0.00495574 0.00433761 0.00399382 -0.000228097 -0.0044048 0.00492688 0.00451705 0.00412315 -0.00106464 0.00811057 0.0155101
internal_weight=0 2266 2208 2086 2024 366 244 1658 1591 1531 192 122 122
internal_count=2318 2266 2208 2086 2024 366 244 1658 1591 1531 192 122 122
is_linear=0
shrinkage=0.16829


Tree=4424
num_leaves=12
num_cat=0
split_feature=9 39 13 12 1443 482 4 160 39 475 4
split_gain=0.443669 0.300543 0.290225 0.464979 0.384916 0.35802 0.326952 0.300585 0.226831 0.199207 0.0900744
threshold=0.088235000000000022 0.096625000000000016 0.087005000000000013 0.088745000000000004 1.0000000180025095e-35 0.093960000000000016 0.50373500000000015 -0.52850499999999989 0.11048500000000001 -0.088274999999999978 -0.037969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -3 -9 -5
right_child=-2 8 3 10 -6 -7 -8 9 -10 -11 -12
leaf_value=0.015983827324219973 -0.01147832475316559 -0.012643276786584081 0.023716035795534763 0.0087797328012528056 -0.010238004874122098 0.014782032411712196 -0.0086708681427322947 -0.005963273326400037 0.0022770728622711041 0.0038994651396576326 0.00024260908121094161
leaf_weight=57 55 53 54 90 55 84 60 60 63 1629 58
leaf_count=57 55 53 54 90 55 84 60 60 63 1629 58
internal_value=0 0.00381163 0.00426286 0.0103391 0.00363088 0.00403542 0.00353459 0.00395505 -0.0045245 0.00354804 0.00544624
internal_weight=0 2263 2147 202 1945 1890 1806 1746 116 1689 148
internal_count=2318 2263 2147 202 1945 1890 1806 1746 116 1689 148
is_linear=0
shrinkage=0.16829


Tree=4425
num_leaves=25
num_cat=0
split_feature=1 52 11 0 0 3 40 11 3 1 3 3 3 13 133 0 1 150 159 0 52 0 0 43
split_gain=36.3087 7.81526 4.43394 4.12996 3.78466 3.88175 2.69468 2.56499 1.31996 1.24584 1.42478 1.17403 0.870562 1.57249 0.71376 0.601159 0.579694 0.492931 0.43135 0.289441 0.353693 0.19724 0.17111 0.130695
threshold=0.10538500000000002 -0.29521499999999995 1.0000000180025095e-35 -0.07409499999999998 -0.023359999999999995 -0.055839999999999994 -0.024094999999999995 0.085155000000000022 0.091170000000000015 0.12450500000000002 0.12991000000000003 -0.10468499999999999 -0.06340999999999998 -1.0000000180025095e-35 0.087605000000000002 -0.085669999999999982 0.08776500000000001 0.084680000000000019 -0.021869999999999997 -0.08323499999999999 0.038145000000000005 -0.067094999999999988 -0.078759999999999983 -0.041534999999999996
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 -2 3 6 5 -3 -1 -4 14 17 -11 -5 21 -14 15 16 -8 -7 -17 20 -16 23 -21 -13
right_child=1 4 7 11 -6 9 8 -9 -10 10 -12 12 13 -15 19 18 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0012948109270747572 0.0020893837921360102 0.0015571003114700642 0.0030046881232401674 0.0011478115035343326 0.00017943631038098981 0.0011459947367065476 0.0022281144467261103 0.0020470379692101195 0.0015115262335548382 0.0001786773007307503 0.00083765898253515471 0.0018319291172670847 0.0011161247893197999 0.0018389464494203448 0.001689460060813643 0.0017263462388799155 0.0019162348989078212 0.00074113695586353675 0.0020436192119998929 0.0021176327245762822 0.0019990678668888348 0.0019254062552740755 0.0018682971712812857 0.0015991731838384362
leaf_weight=58 59 89 65 53 84 86 393 58 53 63 83 57 68 64 102 55 80 54 381 85 70 95 52 57
leaf_count=58 59 89 65 53 84 86 393 58 53 63 83 57 68 64 102 55 80 54 381 85 70 95 52 57
internal_value=0 0.000958492 0.00194728 0.00190399 0.00081305 0.000954886 0.00199206 0.0025534 0.00202385 0.00076736 0.000553545 0.00160682 0.00167805 0.00146685 0.00204612 0.00209309 0.00217544 0.000990087 0.00200368 0.00190782 0.00181567 0.00181128 0.00202325 0.00171586
internal_weight=0 518 1846 1723 459 375 1329 123 1271 286 146 394 341 132 1218 909 473 140 436 309 172 209 137 114
internal_count=2364 518 1846 1723 459 375 1329 123 1271 286 146 394 341 132 1218 909 473 140 436 309 172 209 137 114
is_linear=0
shrinkage=0.0032998


Tree=4426
num_leaves=9
num_cat=0
split_feature=9 403 480 1375 484 9 456 150
split_gain=0.627235 0.452861 0.31811 0.248268 0.267022 0.199315 0.21378 0.260898
threshold=-1.0000000180025095e-35 -0.53317999999999988 -0.068944999999999992 0.086785000000000015 0.11182500000000002 0.085555000000000006 0.088285000000000016 -0.075789999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=-0.01068024541827641 -0.0076228767346476038 0.017107297656808435 -0.0064581632095646272 -0.0057013095674808469 -0.0037795900667032434 0.015094909317658872 0.014063461976089008 0.0055060304287917576
leaf_weight=74 77 65 53 58 85 64 80 1808
leaf_count=74 77 65 53 58 85 64 80 1808
internal_value=0 0.00505461 0.00549652 0.00514434 0.00544618 0.00583819 0.00553204 0.00516433
internal_weight=0 2290 2213 2148 2090 2005 1941 1861
internal_count=2364 2290 2213 2148 2090 2005 1941 1861
is_linear=0
shrinkage=0.16829


Tree=4427
num_leaves=26
num_cat=0
split_feature=1 12 2 39 3 1 13 0 1 2 42 12 0 12 42 43 40 42 3 3 0 1 43 12 42
split_gain=20.9371 4.67574 2.22762 1.78754 1.95254 1.48041 1.20051 1.13552 0.902957 0.797205 0.755031 0.720914 0.613363 0.437858 0.389534 0.53224 0.357761 0.34118 0.91086 0.490644 0.267472 0.210751 0.205133 0.192117 0.137324
threshold=0.10538500000000002 -1.0000000180025095e-35 0.11444000000000001 0.081875000000000017 0.091170000000000015 0.12450500000000002 -0.016469999999999995 -0.14822499999999997 0.092655000000000015 0.090225000000000014 0.084835000000000008 0.089435000000000014 -0.077259999999999981 0.10321000000000001 -0.006494999999999999 -0.0081349999999999981 -1.0000000180025095e-35 0.077855000000000021 -0.084129999999999996 -0.11128999999999999 -0.082294999999999993 0.088735000000000022 -0.073574999999999988 0.10031500000000002 -0.093464999999999979
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 5 11 4 7 -2 -4 -1 -5 10 14 -3 20 -13 24 -16 -7 19 -19 -11 -12 -6 -20 -21 -9
right_child=1 2 6 8 21 16 -8 9 -10 17 12 13 -14 -15 15 -17 -18 18 22 23 -22 -23 -24 -25 -26
leaf_value=0.0020156160315525852 0.00078032608818866332 0.0010331362628566568 0.00045355555628428227 0.0014884356194304845 0.0013360216619193674 0.00038137337949928568 0.0010544241698860011 0.0017974790181879059 0.000882338639836431 0.0011711307270704334 0.0015906958166329284 0.001697250030402145 0.0012887745424703478 0.0012826974202565281 0.0017576832639184825 0.0021100447217825961 1.5087406475408963e-05 0.0019834457060921009 0.001616230784082012 0.0016073219618247619 0.0018202620895986206 0.0010363964256372075 0.0014304551396021234 0.0013834664900205646 0.0016462652554456391
leaf_weight=87 86 52 63 53 52 62 86 104 55 60 301 61 67 53 138 73 55 56 129 110 71 54 143 73 220
leaf_count=87 86 52 63 53 52 62 86 104 55 60 301 61 67 53 138 73 55 56 129 110 71 54 143 73 220
internal_value=0 0.000842321 0.00109408 0.00159323 0.00161888 0.000451495 0.000800602 0.00164712 0.0011801 0.00162635 0.00168409 0.00135728 0.00158191 0.00150483 0.00176788 0.00187976 0.000209489 0.00152778 0.00159815 0.00143266 0.00163461 0.00118371 0.00151869 0.00151822 0.00169491
internal_weight=0 518 315 1846 1738 203 149 1632 108 1545 974 166 439 114 535 211 117 571 328 243 372 106 272 183 324
internal_count=2364 518 315 1846 1738 203 149 1632 108 1545 974 166 439 114 535 211 117 571 328 243 372 106 272 183 324
is_linear=0
shrinkage=0.0032998


Tree=4428
num_leaves=20
num_cat=0
split_feature=4 12 41 133 47 2 15 4 49 4 15 2 4 42 1447 12 160 4 15
split_gain=12.994 3.66047 1.16316 1.03024 1.28829 1.05062 0.792243 0.729236 0.485652 0.468343 0.490996 0.395914 0.393939 0.291692 0.283398 0.284067 0.223186 0.239943 0.131373
threshold=0.30163500000000004 0.054520000000000006 0.075585000000000013 0.087005000000000013 0.077555000000000013 0.099325000000000011 -0.41606999999999994 0.51400500000000016 -0.081334999999999977 0.036620000000000007 -0.081479999999999983 0.11266500000000002 -0.047714999999999987 0.08350500000000001 -0.08477999999999998 0.087745000000000004 0.066685000000000008 0.080165000000000014 -0.090554999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 12 7 -2 -3 10 13 -7 -1 -10 -12 -16 17 -11 -15
right_child=6 2 -4 -5 -6 11 -8 -9 9 16 14 -13 -14 18 15 -17 -18 -19 -20
leaf_value=0.0012026639651843453 0.00071850429691868996 0.00091474106413903062 0.0016110789814778195 0.00044893460890145428 0.0012526476646615191 0.00039971582502355092 0.00010601791054827529 0.00026702353819259354 0.0015107330532381795 0.00082712575906319311 0.0009354139692324564 0.00076565182020197015 0.0008567847675544643 0.0011927987776885283 0.0012663677576068599 0.0011474691476133574 0.0012176258908353091 0.0011010039438392183 0.0013910851982484296
leaf_weight=58 74 79 68 61 92 65 102 83 76 73 53 65 98 112 333 691 52 70 59
leaf_count=58 74 79 68 61 92 65 102 83 76 73 53 65 98 112 333 691 52 70 59
internal_value=0 0.00111635 0.00118703 0.000848002 0.000912309 0.000802706 0.000332882 0.000480048 0.00116897 0.00118217 0.00120456 0.000582955 0.000985607 0.00133827 0.00117386 0.00118617 0.00102994 0.000961438 0.00126142
internal_weight=0 2105 1666 439 378 286 259 157 1598 1519 1324 130 156 247 1077 1024 195 143 171
internal_count=2364 2105 1666 439 378 286 259 157 1598 1519 1324 130 156 247 1077 1024 195 143 171
is_linear=0
shrinkage=0.0032998


Tree=4429
num_leaves=22
num_cat=0
split_feature=1 12 1 0 3 47 4 3 1 3 12 39 4 43 4 0 16 156 1209 0 3
split_gain=32.3817 9.05043 3.53362 2.6356 3.15806 2.09677 1.64259 1.62231 1.12785 1.4039 0.982812 0.621105 0.516336 0.842159 0.427532 0.408413 0.362566 0.334044 0.313643 0.301786 0.189931
threshold=0.10124500000000002 0.085665000000000005 0.12500000000000003 0.076335000000000014 -0.14443999999999999 0.10280000000000002 0.022635000000000006 0.092330000000000009 0.12719000000000003 1.0000000180025095e-35 0.091475000000000015 0.087150000000000019 0.055260000000000011 -0.078564999999999982 0.022635000000000006 -0.092114999999999989 0.052915000000000011 0.085790000000000019 0.083050000000000013 -0.085669999999999982 -0.08095999999999999
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 5 6 4 -1 8 -3 10 9 11 12 -2 17 -14 16 -10 20 18 -6 -19 -12
right_child=1 2 -4 -5 7 -7 -8 -9 15 -11 14 -13 13 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=0.0024854914609333768 0.00018533741605993552 0.0020197820620592387 0.00075217558184693272 0.0012042138196790661 0.0018999040588129096 0.0011941988077391302 0.0013525482495797862 0.0013754570131639145 0.00049927488707528797 0.00097968382939662285 0.0017499787855618355 0.00068947705786098767 0.0014403648981967253 0.0020127170341306894 0.0015387523648004583 0.00010673860061183512 0.0015971963563757249 0.0022879377863058692 0.0021456543704566713 0.00194914802292918 0.0019158907470126487
leaf_weight=86 55 94 53 68 722 65 71 80 53 97 149 52 61 53 96 64 89 57 64 63 172
leaf_count=86 55 94 53 68 722 65 71 80 53 97 149 52 61 53 96 64 89 57 64 63 172
internal_value=0 0.000957002 0.00149462 0.00184264 0.00186828 0.000653284 0.00173288 0.0018352 0.000543643 0.000691893 0.00185928 0.000430669 0.0019186 0.00170677 0.00173964 0.000284855 0.00178659 0.00194522 0.00191996 0.00211037 0.00183899
internal_weight=0 604 218 1760 1692 386 165 1606 321 204 1526 107 1020 114 506 117 410 906 786 120 321
internal_count=2364 604 218 1760 1692 386 165 1606 321 204 1526 107 1020 114 506 117 410 906 786 120 321
is_linear=0
shrinkage=0.0032998


Tree=4430
num_leaves=18
num_cat=0
split_feature=160 159 43 43 0 4 160 42 0 12 12 52 0 1 0 52 159
split_gain=0.69836 0.860804 0.539939 0.588378 0.413786 0.3987 0.389132 0.372929 0.36483 0.405163 0.644595 0.375187 0.34547 0.332736 0.309994 0.119318 0.0666459
threshold=-0.24191499999999996 -0.039019999999999992 0.085460000000000022 0.13543000000000002 0.12445000000000002 -0.037004999999999989 0.11205000000000002 0.087195000000000009 -0.014954999999999998 0.093670000000000017 0.092395000000000019 -0.15824499999999997 -0.14989499999999997 0.096325000000000008 -0.071519999999999986 0.093245000000000008 -0.26424499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 4 -4 6 -5 8 -3 9 10 12 -10 -2 15 -15 -11 -1
right_child=2 7 3 5 -6 -7 -8 -9 11 13 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0043810673752139265 0.015386937964770997 -0.022518461493335126 0.031386204435505785 0.021320493016858323 -0.0069748928032409875 0.0042314791547050385 -0.0029232969174091718 -0.0028784798990883482 0.0050140788009187375 0.0031647513353342729 0.025170433978607409 0.022202841831079033 0.0066035578115588136 -0.01470311702824909 0.0033082325328404397 0.011479967077451365 0.012583510485336236
leaf_weight=63 145 55 52 63 59 101 99 55 58 171 63 96 1035 54 54 69 52
leaf_count=63 145 55 52 63 59 101 99 55 58 171 63 96 1035 54 54 69 52
internal_value=0 -0.00206527 0.00778956 0.0157697 0.00688284 0.0108071 0.0073272 -0.0127148 0.00790978 0.00715065 0.0085721 0.0157408 0.00768439 0.00206828 -0.00568081 0.00556286 0.00810562
internal_weight=0 225 2119 216 1903 164 1844 110 1745 1591 1243 154 1180 348 108 240 115
internal_count=2344 225 2119 216 1903 164 1844 110 1745 1591 1243 154 1180 348 108 240 115
is_linear=0
shrinkage=0.16829


Tree=4431
num_leaves=18
num_cat=0
split_feature=1 3 3 2 10 39 14 150 1 12 51 16 1 39 3 160 133
split_gain=15.8447 2.64017 1.22354 1.07547 1.04796 1.03136 0.722282 0.628554 1.0993 0.804504 0.903455 0.792797 0.60035 0.5992 0.80807 0.487041 0.40372
threshold=0.10892500000000001 -0.055839999999999994 0.10812000000000001 0.114165 -1.0000000180025095e-35 0.081875000000000017 0.054835000000000009 0.082965000000000025 0.081315000000000012 0.082530000000000006 -1.0000000180025095e-35 0.0023100000000000004 0.093595000000000025 0.087735000000000021 0.17646500000000004 -0.081069999999999989 -0.010174999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -3 6 7 9 -9 10 -1 16 -7 14 -6 -13 -11
right_child=1 4 -4 -5 13 12 -8 8 -10 11 -12 15 -14 -15 -16 -17 -18
leaf_value=0.001343786027846563 0.0012941867472006287 0.00014299794539673327 0.00087862130495911547 0.00069731349280426275 0.0009676470746591071 0.0013644945086198239 0.0017523881281403531 0.0014535096857218076 0.00088788553044146532 0.0015245101535761466 0.0018573156826022117 0.00096015001187697759 0.00089474723316299834 0.00036647402741950941 0.00048500752917865307 0.0013099281614742499 0.0013884660946922407
leaf_weight=64 83 68 52 55 77 53 67 83 69 398 92 52 69 74 75 289 624
leaf_count=64 83 68 52 55 77 53 67 83 69 398 92 52 69 74 75 289 624
internal_value=0 0.000679799 0.0013797 0.00105656 0.000502833 0.00139368 0.00141434 0.00140077 0.00119698 0.00142114 0.00164686 0.00139528 0.00109911 0.000610947 0.000729734 0.00125669 0.00144148
internal_weight=0 432 1912 138 294 1860 1738 1671 152 1519 156 1363 122 226 152 341 1022
internal_count=2344 432 1912 138 294 1860 1738 1671 152 1519 156 1363 122 226 152 341 1022
is_linear=0
shrinkage=0.0032998


Tree=4432
num_leaves=24
num_cat=0
split_feature=30 13 43 16 133 133 457 39 50 16 0 51 42 0 131 16 16 16 2 2 47 16 42
split_gain=0.48088 0.386621 0.52245 0.786155 0.416707 0.482202 0.413028 0.331607 0.282584 0.315156 0.440253 0.270836 0.265137 0.431768 0.297708 0.294858 0.325255 0.18546 0.391845 0.316459 0.125704 0.111849 0.0676822
threshold=0.086065000000000016 -0.050754999999999995 -0.073209999999999983 0.061395000000000012 0.11588000000000002 0.40788500000000005 0.062030000000000009 0.084845000000000018 0.11669000000000002 -0.28430999999999995 -0.13892999999999997 -0.14644999999999997 0.083795000000000022 -0.051594999999999995 0.089305000000000009 -0.008069999999999999 -0.23071499999999998 -0.020464999999999997 0.084895000000000012 0.083715000000000026 0.089640000000000011 -0.038799999999999994 -0.092934999999999976
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=1 4 3 7 12 -6 8 21 9 -4 -11 -12 15 14 17 16 -1 19 -19 -14 -16 22 -3
right_child=-2 2 6 -5 5 -7 -8 -9 -10 10 11 -13 13 -15 20 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0060676202006629378 -0.0086334410068877529 0.013913316998818825 0.0033282800382328573 -0.010910728931040718 -0.015183903295572827 0.0061393561253980117 0.00049958879284458363 -0.0019854117873806514 0.0011411164645824415 0.02906393798179813 0.0022360666758085325 0.015112724976835327 0.019648531172454065 0.021526078777062484 -0.005341948825688822 0.0096042790936130031 -0.0092379169639643672 -0.0079905140574861051 0.0077367463845557181 0.0076503435535477766 0.0052435926409519287 0.017938376493534438 0.0061739731302289701
leaf_weight=66 57 52 69 79 60 60 83 67 52 60 52 445 81 57 77 77 97 56 224 274 54 58 87
leaf_count=66 57 52 69 79 60 60 83 67 52 60 52 445 81 57 77 77 97 56 224 274 54 58 87
internal_value=0 0.0070018 0.00926865 0.00380782 0.00488481 -0.0045073 0.0117276 0.00821905 0.0130995 0.01409 0.0154199 0.0137691 0.00594676 0.00738237 0.00632756 0.00101631 -0.00302956 0.00783478 0.00458488 0.010393 -0.000964729 0.0116987 0.00908219
internal_weight=0 2287 1104 343 1183 120 761 264 678 626 557 497 1063 823 766 240 163 635 280 355 131 197 139
internal_count=2344 2287 1104 343 1183 120 761 264 678 626 557 497 1063 823 766 240 163 635 280 355 131 197 139
is_linear=0
shrinkage=0.16829


Tree=4433
num_leaves=22
num_cat=0
split_feature=1 52 123 39 13 2 1 2 42 1 49 49 52 16 1429 1 52 13 1 2 13
split_gain=24.2182 2.7166 2.20972 1.77759 2.42531 1.33603 1.18067 0.858664 0.701029 0.725581 1.00494 0.660084 0.668564 0.582385 0.737064 0.504283 0.318129 0.312354 0.310182 0.192659 0.183598
threshold=0.10915500000000002 -0.23125999999999997 0.080635000000000012 0.087735000000000021 -0.10278499999999999 0.10836000000000003 0.13630500000000004 1.0000000180025095e-35 -0.093464999999999979 0.089625000000000024 -0.014169999999999999 0.10895000000000001 -0.41304999999999997 0.21684500000000004 0.083925000000000013 1.0000000180025095e-35 0.090245000000000006 -0.057284999999999996 0.092485000000000026 0.087710000000000024 -0.0097099999999999981
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=2 -2 5 4 6 8 -3 -6 19 13 -11 12 -7 14 15 -10 -14 -5 -12 -1 -20
right_child=1 3 -4 17 7 11 -8 -9 9 10 18 -13 16 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.0020376405026052129 0.00148165689031703 0.00083603743175926146 0.0011488563952717218 0.0005123460560281834 0.0014291937822619204 0.0018467237029597522 0.00015582622740560373 0.00091753483588116627 0.0017463824072199625 0.0011584182491317801 0.0014712654255373658 0.0011249684234141846 0.0012078574694967033 0.0014784915346214816 0.0014641356686231545 0.0019345752155677286 0.001574564148440085 0.00015768237412439401 0.0016316404165647893 0.0017973035595152888 0.0018535501220651655
leaf_weight=88 55 52 87 56 58 55 60 95 766 57 80 54 52 89 86 200 54 53 105 69 73
leaf_count=88 55 52 87 56 58 55 60 95 766 57 80 54 52 89 86 200 54 53 105 69 73
internal_value=0 0.000796349 0.00166393 0.000695474 0.000841465 0.00168843 0.000471953 0.00111173 0.00172111 0.00169832 0.00155704 0.00144306 0.00154954 0.00173729 0.00175915 0.00178538 0.001395 0.000340218 0.00164497 0.00193224 0.00172285
internal_weight=0 429 1915 374 265 1828 112 153 1613 1456 315 215 161 1141 1052 966 106 109 258 157 178
internal_count=2344 429 1915 374 265 1828 112 153 1613 1456 315 215 161 1141 1052 966 106 109 258 157 178
is_linear=0
shrinkage=0.0032998


Tree=4434
num_leaves=21
num_cat=0
split_feature=1 47 16 1 40 1 15 16 15 16 475 49 475 47 15 49 49 13 2 47
split_gain=14.9196 1.85009 1.59734 1.37998 1.0793 0.803131 0.596744 0.586705 0.497851 0.484801 0.566945 0.396836 0.370707 0.257392 0.542228 0.953408 0.51488 0.319422 0.234846 0.171137
threshold=0.109225 0.085505000000000012 -0.53385999999999989 0.11846000000000002 -0.026419999999999996 0.094790000000000013 -0.41606999999999994 0.034535000000000003 -0.47522499999999995 0.0060650000000000009 -0.089109999999999981 0.12001000000000002 -0.080874999999999989 0.07813500000000001 -0.092059999999999989 0.082565000000000013 -0.072214999999999988 -0.093039999999999984 0.085775000000000004 0.09717000000000002
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 3 -1 -2 5 -4 8 -3 -5 13 -11 12 -12 14 15 -6 -16 -18 -14 -15
right_child=1 7 4 6 9 -7 -8 -9 -10 10 11 -13 18 19 16 -17 17 -19 -20 -21
leaf_value=0.0008002480702635641 0.00084211987792428568 0.00080125976596992607 0.0013352576142961088 0.00029667259932600283 0.00085750410264008679 0.00075286831711375893 0.00016234612222612444 0.001249668737986893 0.00074660211849139873 0.0016086025601651979 0.0010339195952830756 0.00097973328760959802 0.0015193678963396982 0.0016897241187294985 0.0017124190459683521 0.0014462537529900826 0.0012029209073333147 0.001430093952303535 0.0012877410319966582 0.0014475808954249134
leaf_weight=55 101 72 52 52 52 52 87 58 56 56 52 52 64 64 68 72 75 916 217 71
leaf_count=55 101 72 52 52 52 52 87 58 56 56 52 52 64 64 68 72 75 916 217 71
internal_value=0 0.000673152 0.00135601 0.000528786 0.0013724 0.0010444 0.000366314 0.00100159 0.000530296 0.00139177 0.00129617 0.00125064 0.00129283 0.00142373 0.00140785 0.00119964 0.0014322 0.00141294 0.00134062 0.00156264
internal_weight=0 426 1918 296 1863 104 195 130 108 1759 441 385 333 1318 1183 124 1059 991 281 135
internal_count=2344 426 1918 296 1863 104 195 130 108 1759 441 385 333 1318 1183 124 1059 991 281 135
is_linear=0
shrinkage=0.0032998


Tree=4435
num_leaves=24
num_cat=0
split_feature=1 2 15 1 39 2 150 3 4 4 4 15 3 42 3 1 43 13 15 43 43 3 3
split_gain=32.7706 5.96244 5.2977 4.14671 2.63941 1.98523 1.77859 1.5937 1.41329 0.960495 1.08276 0.671509 2.15689 0.623856 0.580938 0.728198 0.564098 0.563578 0.68736 0.329504 0.315159 0.261672 0.182467
threshold=0.10752500000000002 0.14461000000000004 -0.084629999999999997 0.091275000000000009 0.081875000000000017 0.12131500000000002 1.0000000180025095e-35 -0.048154999999999996 0.51400500000000016 -0.16772499999999999 -0.075239999999999987 1.0000000180025095e-35 -0.12077499999999998 0.095650000000000013 0.09037000000000002 0.079415000000000013 -0.049914999999999994 -0.08533499999999998 0.084150000000000016 -0.0059699999999999987 0.053790000000000011 -0.081604999999999997 -0.072579999999999992
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 8 5 6 11 9 -4 16 -5 -11 12 -1 14 15 -14 -2 19 -19 -13 21 -20 -12
right_child=1 -3 7 4 -6 -7 -8 -9 -10 10 22 17 13 -15 -16 -17 -18 18 20 -21 -22 -23 -24
leaf_value=0.0012029293352798483 0.00056400804367044634 2.5194487510372847e-05 0.00173856851176396 0.0020720620746335181 0.00084273197766858475 0.0013137375454865415 0.0010374479872406052 0.0010900158428471978 0.00022491596526275301 0.0012020751903622185 0.0018731702810766376 0.0023124835943319558 0.0018737178189372613 0.0015151470978376016 0.0015660520739823323 0.0021897597708730667 0.0009978857079429959 0.0022257680035250855 0.0018481985740327134 0.0020076543074333078 0.0016486405168309294 0.002054028410225851 0.0016135144817904525
leaf_weight=58 57 88 84 61 62 70 52 82 66 55 71 66 508 52 55 96 78 65 300 103 68 92 56
leaf_count=58 57 88 84 61 62 70 52 82 66 55 71 66 508 52 55 96 78 65 300 103 68 92 56
internal_value=0 0.000797016 0.000981989 0.0017836 0.00146284 0.00185827 0.00159305 0.00141841 0.000621385 0.0017118 0.00159086 0.0018843 0.00181651 0.00186651 0.00189419 0.00192401 0.000814954 0.00195937 0.00190537 0.00212691 0.00186002 0.0018966 0.00175895
internal_weight=0 455 367 1890 357 1533 295 166 201 243 182 1463 769 711 659 604 135 694 525 169 460 392 127
internal_count=2345 455 367 1890 357 1533 295 166 201 243 182 1463 769 711 659 604 135 694 525 169 460 392 127
is_linear=0
shrinkage=0.0032998


Tree=4436
num_leaves=23
num_cat=0
split_feature=1 52 2 4 52 14 4 47 156 16 16 1 1 1 4 16 2 156 132 4 50 16
split_gain=21.4049 6.47473 4.14228 2.36119 1.96449 1.56379 1.17607 1.0982 0.774626 0.742391 0.879281 0.590872 0.682725 0.575344 0.64142 0.31142 0.294577 0.29416 0.316673 0.275293 0.421085 0.262423
threshold=0.098370000000000027 -0.42113499999999993 0.14870000000000003 0.51400500000000016 1.0000000180025095e-35 0.062655000000000016 -0.088499999999999981 0.10280000000000002 0.088855000000000003 0.081265000000000018 -0.076269999999999991 0.11869500000000001 0.10871500000000002 0.082265000000000019 0.0015850000000000003 -0.086874999999999994 0.084825000000000025 0.083125000000000018 -0.08410999999999999 -0.013024999999999998 0.083090000000000011 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 7 6 9 11 13 10 -1 12 -3 15 19 16 -8 18 -17 20 -15 -18
right_child=1 2 -4 -5 -6 -7 8 -9 -10 -11 -12 -13 -14 14 -16 17 21 -19 -20 -21 -22 -23
leaf_value=0.0015700012340906246 0.001823874616131713 0.00075948134914743568 0.00017394822181794267 0.00042301036798774393 0.0015026508171846003 0.0022164867757720513 0.002074480601586339 0.0013443537071401552 0.0014426351454080433 0.0016792161040693758 0.00096603310488805618 0.00058052519524849188 0.0011733354019975871 0.001410417093692359 0.001318486927145524 0.0014998214440170611 0.0020244927613063649 0.0019561671261192947 0.0017470957654438827 0.0019039160812472015 0.001739331296812117 0.0017642258196373828
leaf_weight=52 90 94 80 69 94 65 64 63 100 85 54 64 82 63 62 65 56 67 573 56 140 207
leaf_count=52 90 94 80 69 94 65 64 63 100 85 54 64 82 63 62 65 56 67 573 56 140 207
internal_value=0 0.00100346 0.000868163 0.000987265 0.00108525 0.00171274 0.0016928 0.000955638 0.00172492 0.00144822 0.00126265 0.000853453 0.0009525 0.00174576 0.00162254 0.00178406 0.00186974 0.00174427 0.00172196 0.00169518 0.00163743 0.00181978
internal_weight=0 636 546 466 397 1709 1644 303 1453 191 106 240 176 1353 321 1032 327 705 638 259 203 263
internal_count=2345 636 546 466 397 1709 1644 303 1453 191 106 240 176 1353 321 1032 327 705 638 259 203 263
is_linear=0
shrinkage=0.0032998


Tree=4437
num_leaves=15
num_cat=0
split_feature=4 3 123 2 14 2 11 3 0 2 0 43 11 2
split_gain=21.6772 9.37872 6.10498 2.13289 1.08477 1.19901 0.987807 1.68066 1.0709 1.11767 0.812209 0.569234 0.568141 0.532185
threshold=0.30163500000000004 0.25468500000000005 0.081180000000000016 0.13880500000000004 -0.45687499999999998 0.12708000000000003 1.0000000180025095e-35 -0.11756999999999999 -0.13513499999999998 0.090485000000000024 -0.072364999999999985 0.0077000000000000011 0.085155000000000022 0.10054500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 13 7 -1 9 -9 -4 -10 -8 -6
right_child=4 -3 10 -5 5 -7 12 8 11 -11 -12 -13 -14 -15
leaf_value=0.0012485530290855141 0.0010987479768524279 0.00040561529646030076 0.0012524723325364642 0.0011193725716988645 0.00053329560343961743 0.00020939181094641895 0.0023139952661907063 0.0018400774300754152 0.0018433743707503684 0.0011949771876751374 0.00068791361217733959 0.0016720505265961226 0.0018800460320825571 0.00095113019037052979
leaf_weight=65 52 60 58 53 66 69 58 54 1284 65 54 259 80 68
leaf_count=65 52 60 58 53 66 69 58 54 1284 65 54 259 80 68
internal_value=0 0.00169214 0.00173015 0.0017739 0.000672796 0.000563512 0.00179248 0.00177087 0.00179127 0.00148801 0.000980589 0.00181464 0.00206269 0.000745594
internal_weight=0 2090 2030 1918 255 203 1865 1727 1662 119 112 1543 138 134
internal_count=2345 2090 2030 1918 255 203 1865 1727 1662 119 112 1543 138 134
is_linear=0
shrinkage=0.0032998


Tree=4438
num_leaves=26
num_cat=0
split_feature=12 4 4 2 2 12 2 0 0 0 2 4 0 15 11 0 4 50 2 1212 157 12 42 2 4
split_gain=19.2486 4.93483 4.1423 2.46173 5.89204 1.67871 1.28126 0.941082 1.1652 0.938754 0.708774 0.670535 0.634945 0.564531 0.43233 0.688115 0.351458 0.271523 0.285347 0.241969 0.204407 0.159599 0.156699 0.117617 0.094515
threshold=0.077755000000000005 0.36766000000000004 0.5137400000000002 -0.007134999999999999 0.099325000000000011 0.091475000000000015 0.14530500000000005 -0.13513499999999998 -0.18560999999999997 -0.073674999999999977 0.12162000000000002 -0.030434999999999993 -0.08397499999999998 -0.046449999999999998 0.080455000000000013 -0.050379999999999994 -0.08397499999999998 0.10114000000000002 0.088555000000000009 0.041590000000000009 -0.0021849999999999994 0.094085000000000016 0.08733500000000001 0.091465000000000005 -0.077429999999999985
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=2 5 3 -1 11 9 7 8 -6 12 14 -5 17 -9 15 20 -14 18 19 -2 -7 -22 24 -20 -18
right_child=1 -3 -4 4 6 10 -8 13 -10 -11 -12 -13 16 -15 -16 -17 22 -19 23 -21 21 -23 -24 -25 -26
leaf_value=0.00072077869421296114 0.0021107955750024735 0.00090555244950520292 0.00045910171777211085 0.0021255006637342427 0.0013587055917367787 0.0015907888859253566 0.00060512170924869116 0.0016054293374523124 0.00071593011300771141 0.0023801555838948076 0.0014271895976090655 0.0016856706916767421 0.0016253969504744011 0.0011379315225242921 0.0020253031417575701 0.0013819162409249501 0.0020535024043452327 0.0018197873237930267 0.0017506183022828127 0.001904291468624699 0.0017006821833651343 0.0018428753247193594 0.0017742280566930002 0.0019836815812313102 0.0018569021674700653
leaf_weight=80 304 61 82 62 52 57 53 62 76 54 71 101 87 53 70 52 63 87 52 83 125 352 96 52 58
leaf_count=80 304 61 82 62 52 57 53 62 76 54 71 101 87 53 70 52 63 87 52 83 125 352 96 52 58
internal_value=0 0.00182848 0.00115073 0.00125589 0.00134908 0.00186231 0.00107136 0.00117291 0.000977333 0.00195502 0.0017429 0.00185318 0.00192895 0.00139028 0.00177702 0.0017473 0.00180563 0.00199374 0.0020245 0.0020666 0.00178281 0.00180569 0.00187773 0.00186749 0.00195956
internal_weight=0 1724 621 539 459 1663 296 243 128 936 727 163 882 115 656 586 304 578 491 387 534 477 217 104 121
internal_count=2345 1724 621 539 459 1663 296 243 128 936 727 163 882 115 656 586 304 578 491 387 534 477 217 104 121
is_linear=0
shrinkage=0.0032998


Tree=4439
num_leaves=25
num_cat=0
split_feature=12 0 47 16 43 11 4 2 1 0 0 0 1 13 42 0 12 1209 4 1212 43 16 42 43
split_gain=0.81075 0.893377 0.608092 0.662864 0.570058 0.378146 0.498449 0.432495 0.342551 0.615247 0.31745 0.293781 0.487984 0.37097 0.281041 0.218809 0.217092 0.191737 0.227257 0.335044 0.277681 0.228353 0.225365 0.109883
threshold=0.083970000000000017 0.076335000000000014 0.077555000000000013 -0.12029499999999999 0.0077000000000000011 0.080455000000000013 -0.088499999999999981 0.097145000000000023 0.091275000000000009 -0.082784999999999984 -0.23046999999999998 -0.043914999999999989 0.10342000000000001 -0.0095949999999999976 0.09087000000000002 -0.086284999999999987 0.096265000000000003 -0.067109999999999989 -0.0083249999999999973 -0.066149999999999987 -0.0019149999999999998 -0.021919999999999999 0.08733500000000001 -0.081414999999999987
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 2 4 -4 10 6 -2 -7 17 -10 -1 12 15 -14 -11 -12 -16 -8 19 -19 -21 23 -23 -20
right_child=5 -3 3 -5 -6 7 8 -9 9 14 11 -13 13 -15 16 -17 -18 18 21 20 -22 22 -24 -25
leaf_value=0.020275476443541617 0.0011797711353677056 -0.013894482449723166 0.0046422790378322547 0.029551383998376854 -0.009270657644675051 0.034231697400675692 0.024106713774967248 0.014769363184860797 -0.0057190242720103618 0.022121729362145869 0.013664220600758795 0.014950394459576258 0.0031901840650772318 -0.014101045628668481 0.00017106215765199764 0.0019675719326627816 0.014483013894643253 0.023776527065992949 0.0078033913194237615 0.013263425624920598 0.0046383578389177678 0.028133777078266326 0.014762714334156794 0.016488647098792112
leaf_weight=54 97 54 52 73 60 52 62 87 67 64 138 95 104 53 53 68 70 68 56 462 138 91 60 167
leaf_count=54 97 54 52 73 60 52 62 87 67 64 138 95 104 53 53 68 70 68 56 462 138 91 60 167
internal_value=0 0.00694613 0.00856333 0.0192036 0.00623496 0.0136589 0.0128547 0.0220632 0.0136873 0.00809957 0.00805554 0.00661083 0.00442335 -0.00263554 0.0130602 0.00981191 0.00833068 0.0149713 0.014426 0.0125572 0.0112827 0.0177591 0.0228327 0.0143157
internal_weight=0 751 697 125 572 1594 1455 139 1358 254 512 458 363 157 187 206 123 1104 1042 668 600 374 151 223
internal_count=2345 751 697 125 572 1594 1455 139 1358 254 512 458 363 157 187 206 123 1104 1042 668 600 374 151 223
is_linear=0
shrinkage=0.16829


Tree=4440
num_leaves=16
num_cat=0
split_feature=2 48 41 4 16 16 52 4 42 13 150 4 49 16 2
split_gain=0.990102 0.774396 0.509608 0.442149 0.326443 0.649693 0.451914 0.432995 0.345487 0.303308 0.230818 0.25418 0.366368 0.304454 0.109956
threshold=0.17730000000000004 0.13252500000000003 0.083035000000000012 0.043850000000000007 0.62487500000000018 0.25032500000000008 -0.43387499999999996 -0.26545999999999997 -0.14509999999999998 -0.10278499999999999 0.10571000000000001 0.27161500000000005 0.097085000000000019 -0.42004999999999992 0.094400000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 14 -1 -9 -5 11 12 -11 -13 -7
right_child=-2 -3 -4 9 -6 6 -8 8 -10 10 -12 13 -14 -15 -16
leaf_value=0.025997846368783384 -0.01335920727551124 -0.01018015752068459 -0.0031424172659715792 0.016525283411092332 0.025198555635278782 0.0024159257468059259 -0.011046364407271728 0.025432916578554524 0.011801305131321816 0.011623840339634943 0.01510672254502309 0.0056348722658956327 -0.0027160004083036874 -0.010847457469844708 0.013307973170992304
leaf_weight=69 52 52 74 72 54 52 53 55 1382 142 52 61 78 66 54
leaf_count=69 52 52 74 72 54 52 53 55 1382 142 52 61 78 66 54
internal_value=0 0.0101074 0.0105742 0.0110385 0.0122913 0.0118716 0.00162768 0.012952 0.0123243 0.00646221 0.00464181 0.0030684 0.00653155 -0.0029166 0.00798165
internal_weight=0 2316 2264 2190 1719 1665 159 1506 1437 471 399 347 220 127 106
internal_count=2368 2316 2264 2190 1719 1665 159 1506 1437 471 399 347 220 127 106
is_linear=0
shrinkage=0.16829


Tree=4441
num_leaves=17
num_cat=0
split_feature=1 2 52 2 2 4 2 11 0 0 1 13 4 0 48 43
split_gain=36.3863 8.91905 5.56247 2.50398 3.56301 2.42204 1.91904 1.483 2.01155 1.3997 1.05107 1.0419 0.815416 0.621222 0.565037 0.343343
threshold=0.10525000000000002 0.14461000000000004 -0.40492999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.24099500000000004 0.11366500000000002 1.0000000180025095e-35 -0.10891999999999999 -0.077914999999999984 0.085425000000000015 -0.0042049999999999995 0.022635000000000006 -0.095869999999999983 0.095930000000000015 -0.054574999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 7 8 10 -9 -1 -6 13 -10 -15 -8
right_child=1 -3 3 4 11 -7 15 9 12 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0021314978349522683 0.0023978761802154669 0.00027517602379874495 0.00076497036649369511 0.0020680381767619587 0.00094598581041770732 0.0015262391501525445 0.0019941911712727323 0.0029792383935756013 0.0025911681489729694 0.0022268619672314118 0.0015176621520399496 0.0014265756436507534 0.0019461024145228057 0.0022593165468809662 0.0019758290779575715 0.0016376561620014276
leaf_weight=56 52 97 90 66 101 61 55 54 59 55 68 97 101 1204 84 68
leaf_count=56 52 97 90 66 101 61 55 54 59 55 68 97 101 1204 84 68
internal_value=0 0.00117459 0.00138939 0.00124115 0.00140335 0.00217482 0.00219673 0.00222593 0.00219998 0.00259992 0.00179516 0.0011816 0.00223462 0.00225623 0.00224086 0.00179737
internal_weight=0 503 406 354 264 1865 1804 1681 1572 109 124 198 1448 1347 1288 123
internal_count=2368 503 406 354 264 1865 1804 1681 1572 109 124 198 1448 1347 1288 123
is_linear=0
shrinkage=0.0032998


Tree=4442
num_leaves=20
num_cat=0
split_feature=1 10 41 11 0 15 15 16 160 43 16 403 1 16 403 16 43 150 16
split_gain=0.90711 0.587702 0.545922 0.423285 0.411132 0.5267 0.810957 0.336058 0.416371 0.426309 0.321415 0.267459 0.267113 0.229096 0.204599 0.333211 0.219308 0.173117 0.134999
threshold=0.11392000000000001 -0.005834999999999999 0.083035000000000012 0.079915000000000014 -0.11169999999999998 0.0056700000000000006 -0.050699999999999995 0.062910000000000008 -0.061284999999999992 -0.096754999999999994 0.41484500000000007 0.23343000000000003 0.13251500000000002 -0.116045 -0.083044999999999994 -0.082354999999999984 -0.085594999999999991 1.0000000180025095e-35 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 17 11 -9 -10 -11 14 13 -3 15 -6 -16 -1 -14
right_child=1 12 -4 -5 7 -7 -8 8 9 10 -12 -13 18 -15 16 -17 -18 -19 -20
leaf_value=0.011663630007998964 -0.013164171006985614 -0.0090316132120545015 -0.0054253889775950281 0.022824580165362651 0.0031312364027295718 0.019236424819605368 -0.017590574121425777 -0.0060259399755102213 0.023240088578950886 0.0014543224324201391 0.016485160485186171 0.0034673294998184352 0.015555488033168613 0.0049431919026557804 0.019584621854259712 0.014105656892214602 0.013355047126548045 0.00010406832667658377 0.0046064165473573169
leaf_weight=87 64 53 57 86 128 54 52 59 52 133 58 81 67 89 209 204 709 64 62
leaf_count=87 64 53 57 86 128 54 52 59 52 133 58 81 67 89 209 204 709 64 62
internal_value=0 0.00133307 0.0107905 0.0112592 0.010732 0.00446401 0.000525548 0.0117173 0.0066368 0.00971869 0.00602807 0.0128688 0.0047634 -0.000260105 0.0134765 0.00987997 0.0147753 0.00677611 0.0103071
internal_weight=0 335 2033 1976 1890 257 203 1633 302 243 191 1331 271 142 1250 332 918 151 129
internal_count=2368 335 2033 1976 1890 257 203 1633 302 243 191 1331 271 142 1250 332 918 151 129
is_linear=0
shrinkage=0.16829


Tree=4443
num_leaves=16
num_cat=0
split_feature=1 1 51 123 457 1 0 14 155 15 15 0 0 52 133
split_gain=24.8424 2.33772 1.99587 1.88826 1.22626 1.90633 1.07614 0.898679 0.952403 0.624234 0.812464 1.05117 0.433699 0.389664 0.33338
threshold=0.109225 0.12541500000000003 -0.032359999999999993 0.081990000000000021 0.083415000000000017 0.085425000000000015 -0.12608499999999997 0.076175000000000007 0.11245500000000001 -0.19301999999999997 0.041820000000000003 -0.13513499999999998 -0.061654999999999995 -0.012164999999999999 -0.14816999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 4 7 -6 -2 8 9 -1 11 -11 -4 -8 -12
right_child=1 2 12 -5 5 -7 13 -9 -10 10 14 -13 -14 -15 -16
leaf_value=0.0021242278905685046 0.00079581004540187712 0.0011959058585313629 0.00061857455104420071 0.0012753591703995137 0.0018540024507788298 0.0010309865808749443 0.001134897599723354 0.0022273090975990588 0.0022071702681941939 0.0012564646333190891 0.0020396766239902829 0.001732269839448424 0.00026932135830588604 0.0014925784027222354 0.0018247693950267088
leaf_weight=59 69 52 80 80 67 57 72 57 62 55 92 718 76 64 708
leaf_count=59 69 52 80 80 67 57 72 57 62 55 92 718 76 64 708
internal_value=0 0.000882485 0.000635634 0.00177336 0.00179459 0.00147596 0.00113278 0.00181714 0.00180331 0.00178795 0.00177531 0.00169846 0.000448651 0.00130348 0.00184953
internal_weight=0 413 208 1955 1875 124 205 1751 1694 1632 1573 773 156 136 800
internal_count=2368 413 208 1955 1875 124 205 1751 1694 1632 1573 773 156 136 800
is_linear=0
shrinkage=0.0032998


Tree=4444
num_leaves=13
num_cat=0
split_feature=15 15 15 0 11 0 133 51 0 400 0 15
split_gain=0.641745 0.509822 0.356062 0.336615 0.320249 0.409441 0.321277 0.327832 0.493991 0.317546 0.175357 0.0200932
threshold=-0.26826999999999995 -0.4680149999999999 -0.22805999999999996 -0.22607999999999998 0.085155000000000022 -0.14989499999999997 -0.14775499999999997 0.11144500000000002 -0.07581499999999998 -0.082339999999999983 -0.081804999999999975 0.084785000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 10 9 -9 -8 11 -7
right_child=2 -3 3 4 -6 6 7 8 -10 -11 -12 -13
leaf_value=0.0085846412571097021 0.022318146862088259 -0.0097992553836812601 -0.0010950118742247259 0.023363730979991931 -0.00033782195491453349 0.023551722493807388 -0.0003064362275360172 0.010155360999888053 -0.011265484873920338 0.010361783184116631 0.01007796230361797 0.0185948930402473
leaf_weight=83 63 88 82 66 83 53 83 70 54 1523 68 52
leaf_count=83 63 88 82 66 83 53 83 70 54 1523 68 52
internal_value=0 -0.000865571 0.00982813 0.00945855 0.00988116 0.0103128 0.00985926 0.00916549 0.000812439 0.00980932 0.0167865 0.021114
internal_weight=0 171 2197 2134 2052 1969 1903 1730 124 1606 173 105
internal_count=2368 171 2197 2134 2052 1969 1903 1730 124 1606 173 105
is_linear=0
shrinkage=0.16829


Tree=4445
num_leaves=26
num_cat=0
split_feature=1 1 52 52 1 0 0 3 14 1 13 3 0 48 158 0 3 15 160 3 13 0 52 1213 3
split_gain=36.631 9.24614 5.44107 3.17624 3.0459 3.08055 2.64708 1.89084 1.5187 1.25246 1.04935 0.638009 0.603369 0.588805 0.408557 0.871442 0.376386 0.346428 0.264102 0.249296 0.248831 0.135187 0.119117 0.0947249 0.0459969
threshold=0.10141500000000002 0.13429500000000003 -0.41304999999999997 0.17829500000000004 0.089625000000000024 -0.078454999999999983 -0.10023499999999998 0.31534000000000006 0.076975000000000002 0.10647000000000001 -1.0000000180025095e-35 -0.10583499999999998 -0.07385499999999999 0.082665000000000016 0.07968500000000002 -0.10220499999999998 -0.073629999999999987 0.086555000000000007 -0.069549999999999987 -0.027864999999999997 -0.087084999999999982 -0.089364999999999986 0.093665000000000012 0.041405000000000004 -0.083249999999999977
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=4 2 -2 9 5 8 -6 -3 14 -4 13 -7 18 -11 15 -1 22 20 -8 -18 -17 -16 24 -19 -13
right_child=1 7 3 -5 6 11 12 -9 -10 10 -12 16 -14 -15 21 17 19 23 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0020056489851186816 0.0023213063017716736 0.00082273476289565972 0.00073499095146036897 0.0020640208445485632 0.0013467668747428919 0.0016730937638246262 0.0019953443246045512 6.6189003247093877e-05 0.0028878116041358729 0.0012861973415871446 0.0015718148070017624 0.0020129224955200264 0.0018333772498873473 0.00086434485969507562 0.0026312746459123092 0.0025109715876780597 0.001823317032452935 0.0022587086970847431 0.0022939912924310538 0.0021049267903212247 0.0023378792851326043 0.0023839691348904505 0.0022798635585222424 0.0020884702688750288 0.0021622487062334028
leaf_weight=103 71 98 55 53 74 56 52 57 54 93 90 54 81 60 56 121 92 170 98 59 465 52 65 54 63
leaf_count=103 71 98 55 53 74 56 52 57 54 93 90 54 81 60 56 121 92 170 98 59 465 52 65 54 63
internal_value=0 0.00123435 0.00148755 0.0013188 0.00219198 0.0022546 0.00189128 0.000544748 0.00234585 0.00118614 0.00128811 0.00200235 0.00206555 0.001121 0.00231715 0.002294 0.00205762 0.00233062 0.0021907 0.00193358 0.00237368 0.00251253 0.00216034 0.00221783 0.00209363
internal_weight=0 577 422 351 1769 1464 305 155 1075 298 243 389 231 153 1021 913 333 810 150 151 586 108 182 224 117
internal_count=2346 577 422 351 1769 1464 305 155 1075 298 243 389 231 153 1021 913 333 810 150 151 586 108 182 224 117
is_linear=0
shrinkage=0.0032998


Tree=4446
num_leaves=27
num_cat=0
split_feature=1 52 3 12 3 1 12 13 1 52 150 3 15 12 15 160 13 3 15 1 13 3 43 13 1429 43
split_gain=24.0816 6.19969 3.622 2.92785 2.27461 2.25094 1.41991 1.41566 1.16515 0.974239 0.892673 0.746802 0.698833 0.664753 0.568171 0.55446 0.670552 0.541404 0.43109 0.395592 0.385514 0.363282 0.286248 0.22797 0.224927 0.174212
threshold=0.10141500000000002 -0.41304999999999997 0.31343500000000007 -1.0000000180025095e-35 -0.10468499999999999 0.091275000000000009 0.092495000000000008 0.084330000000000016 0.111945 0.0043000000000000009 1.0000000180025095e-35 0.08734500000000002 -0.075694999999999985 0.082295000000000021 -0.093124999999999986 -0.041304999999999994 -0.049414999999999994 -0.073629999999999987 -0.010414999999999999 0.13279000000000005 -0.093039999999999984 -0.090989999999999988 -0.0093649999999999983 -0.059914999999999989 0.082720000000000002 -0.07520499999999998
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 8 -5 6 7 11 -3 12 15 13 -6 22 -8 -7 -17 21 24 -10 -20 -16 -1 -19 -15 -23
right_child=1 2 -4 4 9 10 14 -9 19 -11 -12 -13 -14 18 17 16 -18 23 20 -21 -22 25 -24 -25 -26 -27
leaf_value=0.0019947170327753202 0.0019257420958496483 0.00029140685198470503 0.00026250687620609598 0.00075319558144835335 0.00099059659149040706 0.0013275004609645791 0.0020112027602238024 0.001382280784985759 0.0010761445314871202 0.0017656535126343786 0.0011309304808118051 0.0015606991197856415 0.0014982913645432072 0.0019767051561750374 0.0015334455411738963 0.0014380176543564781 0.0019221755914783406 0.0016229733253223287 0.0016203779304880682 0.00067182648841829272 0.0019043737680242622 0.0016787877228001515 0.0023210873357984085 0.0013383739079894101 0.0021844974656833787 0.0019185820208139528
leaf_weight=52 74 56 81 74 56 52 52 52 55 65 53 54 64 250 67 52 81 58 60 52 510 56 75 71 79 95
leaf_count=52 74 56 81 74 56 52 52 52 55 65 53 54 64 250 67 52 81 58 60 52 510 56 75 71 79 95
internal_value=0 0.00103355 0.000902225 0.00102493 0.00124314 0.00181004 0.00185655 0.00191644 0.000677989 0.00143893 0.00151071 0.00194213 0.00126166 0.00196217 0.00168655 0.00161932 0.00173315 0.0016378 0.00193027 0.000879983 0.00187454 0.00173894 0.00218773 0.00146661 0.00202671 0.00182989
internal_weight=0 577 503 422 259 1769 1531 1132 163 185 238 1080 120 1026 399 185 133 347 899 107 570 218 127 129 329 151
internal_count=2346 577 503 422 259 1769 1531 1132 163 185 238 1080 120 1026 399 185 133 347 899 107 570 218 127 129 329 151
is_linear=0
shrinkage=0.0032998


Tree=4447
num_leaves=14
num_cat=0
split_feature=9 124 3 40 3 133 1209 475 4 12 51 51 1210
split_gain=1.05187 0.50463 0.524113 0.704962 0.467261 0.745639 0.408336 0.361812 0.259875 0.478609 0.405465 0.197239 0.152813
threshold=-1.0000000180025095e-35 -0.085309999999999983 0.31343500000000007 -0.082294999999999993 -0.10468499999999999 -0.0039349999999999993 0.083050000000000013 -0.071829999999999991 -0.050564999999999992 0.081810000000000008 -0.070859999999999992 1.0000000180025095e-35 -0.07692499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 8 -7 9 -6 -10 -9 -8
right_child=1 2 -4 4 6 7 12 11 10 -11 -12 -13 -14
leaf_value=-0.0096059314420942898 -0.0028797484863807522 0.0295567829828761 -0.0028708315268361718 -0.012300537286088428 0.020448927437803185 0.021242416808517788 0.027388901810000178 0.0020161738321435828 0.0073094803703766869 0.0071881157858610422 0.015283184292365528 0.014124441157067886 0.01594747424715251
leaf_weight=74 74 61 72 57 89 54 61 131 243 586 715 54 75
leaf_count=74 74 61 72 57 89 54 61 131 243 586 715 54 75
internal_value=0 0.01077 0.0112303 0.0117087 0.0111806 0.00498174 0.0122169 0.00911097 0.0114766 0.00893924 0.0132625 0.00556019 0.0210925
internal_weight=0 2272 2198 2126 2065 296 1769 239 1633 675 958 185 136
internal_count=2346 2272 2198 2126 2065 296 1769 239 1633 675 958 185 136
is_linear=0
shrinkage=0.16829


Tree=4448
num_leaves=17
num_cat=0
split_feature=2 10 49 51 51 2 2 474 12 160 12 2 1212 160 483 12
split_gain=0.569061 0.452061 0.442478 0.291195 0.287661 0.305961 0.282534 0.411496 0.365946 0.441266 0.341077 0.361043 0.267786 0.262852 0.239413 0.119676
threshold=-0.0091949999999999983 -1.0000000180025095e-35 -0.0087399999999999995 0.12200500000000002 0.090710000000000027 0.090050000000000005 0.090000000000000011 0.089265000000000011 0.08073000000000001 -1.0000000180025095e-35 0.087285000000000015 0.096540000000000015 -0.096539999999999973 -1.0000000180025095e-35 0.032770000000000007 0.095490000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 8 10 9 -3 11 -8 -10 -5 -14 -12
right_child=1 3 -4 13 5 -7 7 -9 12 -11 15 -13 14 -15 -16 -17
leaf_value=-0.014301413866594472 -0.0054324776470582904 0.0098875880151751347 0.0053151955077214942 0.009947812217840947 -0.0086045435460806834 0.0078535985812060154 -0.0088421100654448616 0.01760371670332676 -0.0010045431154489907 0.031877409114966532 0.012167059004879327 0.004789205387118173 0.012069215720403011 0.026482836048441538 0.0034526213636894339 0.0065420636008604845
leaf_weight=52 59 52 87 57 52 83 71 97 55 52 190 244 787 53 104 251
leaf_count=52 59 52 87 57 52 83 71 97 55 52 190 244 787 53 104 251
internal_value=0 0.00908088 -0.00201047 0.00948036 0.00902336 0.00150086 0.00955607 0.00727518 0.0114073 0.0208998 0.00594758 0.00171105 0.0103618 0.017931 0.0110655 0.00896961
internal_weight=0 2207 139 2148 2038 135 1903 853 1050 104 756 315 946 110 891 441
internal_count=2346 2207 139 2148 2038 135 1903 853 1050 104 756 315 946 110 891 441
is_linear=0
shrinkage=0.16829


Tree=4449
num_leaves=20
num_cat=0
split_feature=1 51 43 43 13 51 0 48 13 12 0 3 0 13 43 484 52 52 2
split_gain=0.597817 0.675776 0.426052 0.506602 0.580636 0.406992 0.913471 0.556727 0.452633 0.393455 0.368226 0.339316 0.411963 0.224665 0.213493 0.370923 0.240101 0.218009 0.177027
threshold=0.091275000000000009 0.10446500000000002 -0.090214999999999976 -0.078564999999999982 -0.066659999999999983 -0.032359999999999993 -0.026509999999999995 0.095930000000000015 -0.016469999999999995 -0.013764999999999998 0.040035000000000008 0.081640000000000004 -0.14582499999999995 -0.042924999999999998 -0.081694999999999976 0.088765000000000011 -0.097839999999999996 -0.013174999999999997 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -4 13 7 8 -7 -1 11 12 -11 -5 15 17 -16 -14 -18
right_child=1 -3 3 5 -6 6 -8 -9 -10 10 -12 -13 14 -15 16 -17 18 -19 -20
leaf_value=0.022704824887943842 0.013113827538279702 0.016506892173717036 0.0023651769842771403 0.0012736728434519682 -0.01986719840618768 0.00083604587977905635 -0.021193035096868332 -0.012888128428381712 0.01571477879318825 0.024147985953921213 -0.003116944231804827 -0.0036481651393099812 0.014341224775548545 0.014826634779454548 -0.00093615225222568607 0.024687291218745792 0.013268890298857555 0.0062870152398857579 0.0070225478081884689
leaf_weight=57 80 97 64 55 69 160 52 52 91 53 74 57 182 95 87 57 165 202 597
leaf_count=57 80 97 64 55 69 160 52 52 91 53 74 57 182 95 87 57 165 202 597
internal_value=0 0.0033207 0.00153678 8.22964e-05 -0.0091554 0.00251875 -0.000582005 0.00294927 0.00623749 0.00896698 0.00843452 0.00904638 0.0095865 0.00986919 0.00898684 0.0119974 0.00742095 0.0101091 0.00837746
internal_weight=0 815 718 638 133 505 355 303 251 1531 1474 1400 1343 150 1290 441 849 384 762
internal_count=2346 815 718 638 133 505 355 303 251 1531 1474 1400 1343 150 1290 441 849 384 762
is_linear=0
shrinkage=0.16829


Tree=4450
num_leaves=18
num_cat=0
split_feature=1 1 15 124 4 10 0 0 42 0 11 0 0 0 15 4 480
split_gain=27.3498 4.56046 2.27106 2.03734 1.32273 0.989379 0.915512 0.898283 0.759448 0.704953 0.812342 1.36745 0.803603 0.659523 0.622509 0.578113 0.327941
threshold=0.10491000000000002 0.12394500000000001 -0.083359999999999976 -0.082254999999999981 0.054560000000000004 -1.0000000180025095e-35 -0.074274999999999994 -0.075914999999999996 0.08486500000000001 0.12500000000000003 1.0000000180025095e-35 -0.11208499999999998 -0.076859999999999984 -0.12118 -0.095244999999999982 -0.080164999999999986 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 -1 9 -3 -4 -7 14 10 11 -5 16 -2 -6 -14 -13
right_child=1 5 6 4 8 7 -8 -9 -10 -11 -12 12 15 -15 -16 -17 -18
leaf_value=0.0010306913039388661 0.00041611513058939341 -2.2978880161163824e-05 0.00093585761198785255 0.0011902026518735686 0.0014342822127847725 0.00021789270061813577 0.0014641513733167847 0.00070146242651423704 0.0015717740595686388 0.001268434256065973 0.0019506499283936083 0.0017180708526103386 0.001710988571716093 0.00088625886660110469 0.00093606531976808585 0.0014203240447951775 0.0014817849091099946
leaf_weight=70 58 53 57 73 52 74 98 97 97 55 94 959 113 75 59 230 71
leaf_count=70 58 53 57 73 52 74 98 97 97 55 94 959 113 75 59 230 71
internal_value=0 0.000723679 0.000998405 0.00158443 0.00160591 0.000370304 0.0012701 0.000492404 0.00135742 0.00163829 0.00165148 0.001632 0.00165547 0.000681499 0.00116978 0.00151619 0.00170182
internal_weight=0 512 288 1873 1803 224 155 171 208 1595 1540 1446 1373 133 111 343 1030
internal_count=2385 512 288 1873 1803 224 155 171 208 1595 1540 1446 1373 133 111 343 1030
is_linear=0
shrinkage=0.0032998


Tree=4451
num_leaves=19
num_cat=0
split_feature=2 43 4 4 14 3 4 47 2 1 3 130 3 16 2 1213 4 481
split_gain=0.639342 0.756024 0.584641 0.522627 0.545259 0.381915 0.417236 0.338675 0.339226 0.298293 0.479702 0.215759 0.19721 0.541058 0.402812 0.241144 0.391032 0.233561
threshold=0.097145000000000023 -0.16205499999999998 -0.34140499999999996 0.51136500000000018 -1.0000000180025095e-35 0.092330000000000009 -0.13833499999999996 0.080455000000000013 0.13922500000000002 0.10797500000000002 -0.0068249999999999986 0.10383500000000001 -0.072894999999999988 -0.004174999999999999 -0.0050599999999999994 -0.082414999999999974 -0.082734999999999989 -0.084744999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -4 8 9 10 -6 12 15 14 -14 16 -8 -17
right_child=1 3 5 -5 7 -7 11 -9 -10 -11 -12 -13 13 -15 -16 17 -18 -19
leaf_value=0.024554416398327665 -0.015665580582366022 0.0208474893940492 -0.0058869604824697839 -0.011388112456391505 0.0083078543877838848 -0.0052519900247858225 0.013030087763356141 -0.0076184308654302984 -0.0067106980192398538 0.017722817139712785 -0.0064994338583072289 -0.00092222487419020961 -0.0023286567201276651 0.027502013405007932 0.014613698375798467 -0.0010463056198257985 -0.0033866692969776947 0.010408433484514645
leaf_weight=65 57 62 53 54 315 57 67 61 56 65 77 56 57 63 130 53 106 931
leaf_count=65 57 62 53 54 315 57 67 61 56 65 77 56 57 63 130 53 106 931
internal_value=0 0.0029548 0.00889983 0.00449561 0.00584705 0.00825181 0.00876072 0.00422367 0.00563529 0.00715208 0.0053947 0.00929259 0.00970043 0.0139987 0.00943984 0.00877012 0.00296088 0.00978963
internal_weight=0 747 1638 690 636 1573 1516 574 513 457 392 1463 1407 250 187 1157 173 984
internal_count=2385 747 1638 690 636 1573 1516 574 513 457 392 1463 1407 250 187 1157 173 984
is_linear=0
shrinkage=0.16829


Tree=4452
num_leaves=26
num_cat=0
split_feature=2 1444 4 474 16 16 52 52 3 0 16 12 52 16 1 0 13 16 2 2 2 3 133 52 13
split_gain=0.442286 0.506461 0.476002 0.534628 0.435169 0.611535 0.653863 0.548772 0.405419 0.386584 0.309812 0.521499 0.290627 0.331579 0.234787 0.33791 0.225204 0.204992 0.584732 0.207336 0.199058 0.360635 0.335516 0.169419 0.153855
threshold=0.097145000000000023 -0.052264999999999992 0.51136500000000018 0.089265000000000011 0.51148500000000008 -0.0037949999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 0.092330000000000009 -0.074204999999999979 -0.0021749999999999994 0.095980000000000024 -0.15824499999999997 0.03851000000000001 0.10658000000000002 -0.14032999999999998 0.0019650000000000002 -0.020464999999999997 0.083935000000000023 0.087610000000000007 0.084825000000000025 -0.082094999999999987 0.085785000000000014 0.0043000000000000009 -0.016469999999999995
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=1 -1 3 4 5 7 24 14 10 -9 16 12 -12 -14 -2 -16 17 20 -19 -20 21 -3 -22 -18 -7
right_child=2 8 -4 -5 -6 6 -8 9 -10 -11 11 -13 13 -15 15 -17 23 18 19 -21 22 -23 -24 -25 -26
leaf_value=0.023758457386156836 -0.0075371660579492492 0.016201877047306766 -0.012043271792169505 0.018107730852182664 0.012855451700277822 0.0057061271165890076 -0.023835407876550811 0.021234649601654328 -0.0048736555743849781 0.0040097579577200995 0.0081369923229399656 -0.00082846699485772607 0.012305330935475882 0.027147356644265354 0.013413030746714906 -0.004315830086952961 0.0060956871119458699 -0.011760789542814834 0.013370819199281764 0.00031844954492120489 0.0020498630093182413 0.0060595221692143538 0.01242940413885275 -0.0046385654916932225 -0.0068448077008735463
leaf_weight=52 95 194 59 66 92 52 52 69 79 80 103 72 89 83 55 68 79 59 86 58 256 205 135 88 59
leaf_count=52 95 194 59 66 92 52 52 69 79 80 103 72 89 83 55 68 79 59 86 58 256 205 135 88 59
internal_value=0 0.00740171 0.00245632 0.00370236 0.00217093 0.000312864 -0.00826114 0.00412583 0.00686429 0.0119984 0.00748081 0.0118982 0.0152368 0.0194779 -0.00124675 0.0035971 0.00615787 0.0071196 0.00233731 0.00812609 0.00834619 0.0109954 0.00563819 0.000428557 -0.000948905
internal_weight=0 1638 747 688 622 530 163 367 1586 149 1507 347 275 172 218 123 1160 993 203 144 790 399 391 167 111
internal_count=2385 1638 747 688 622 530 163 367 1586 149 1507 347 275 172 218 123 1160 993 203 144 790 399 391 167 111
is_linear=0
shrinkage=0.16829


Tree=4453
num_leaves=11
num_cat=0
split_feature=148 3 2 43 4 14 13 41 1375 12
split_gain=0.445163 0.570454 0.447194 0.677934 0.576164 0.408422 0.380979 0.246088 0.219778 0.281271
threshold=-0.066239999999999979 -0.049204999999999992 -0.013254999999999998 -0.049914999999999994 0.5105900000000001 -0.10708499999999999 -0.16392499999999996 1.0000000180025095e-35 -0.068444999999999992 0.085965000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -7 8 -8 -10
right_child=2 -3 4 -5 -6 6 7 -9 9 -11
leaf_value=0.0052432145157255304 0.0036441380474633083 -0.018391414501216601 0.019284589805802672 0.029603869918620313 -0.010164308745528995 -0.0059349609676729968 0.013620812696448213 0.014416191040054642 0.0015913677935122817 0.0061174475567175191
leaf_weight=65 62 52 58 53 70 87 81 83 578 1196
leaf_count=65 62 52 58 53 70 87 81 83 578 1196
internal_value=0 -0.00524571 0.00539193 0.0156238 0.00484457 0.00534981 0.00494981 0.00543937 0.00503674 0.00464378
internal_weight=0 117 2268 115 2153 2083 2025 1938 1855 1774
internal_count=2385 117 2268 115 2153 2083 2025 1938 1855 1774
is_linear=0
shrinkage=0.16829


Tree=4454
num_leaves=24
num_cat=0
split_feature=1 52 52 14 2 148 4 1 12 0 1 14 12 1 0 129 12 42 4 0 3 2 52
split_gain=36.6215 6.85164 3.28057 3.18784 2.42823 2.18221 2.19469 2.09689 1.94409 1.78516 1.33816 1.28711 1.25345 0.810281 0.788586 0.307838 0.359943 0.390301 0.352563 0.256692 0.333733 0.205184 0.135428
threshold=0.10335000000000001 -0.41304999999999997 0.12492500000000002 0.062655000000000016 0.091250000000000012 -1.0000000180025095e-35 0.42953500000000006 0.089710000000000026 0.088105000000000003 0.04939000000000001 0.096325000000000008 -0.41076499999999994 0.090255000000000016 0.10962000000000001 -0.10653 0.085885000000000017 0.083785000000000012 0.084835000000000008 -0.077679999999999985 -0.074544999999999986 -0.065974999999999992 0.098215000000000011 0.044705000000000002
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 5 4 10 -3 8 9 13 12 14 -8 21 -7 -1 16 18 -18 -16 22 -21 -6 -14
right_child=1 2 -4 -5 7 6 11 -9 -10 -11 -12 -13 19 -15 15 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0.0020517956582018037 0.0023140844277743 0.00045151079399844535 0.0018265639237124501 0.0030229967166201248 0.0026217983577301474 0.00087521460332025392 0.0012579899294004905 0.0016462181395636853 0.0019279361201726027 0.0016021778952040769 0.0019290858721835553 0.00060841386084774414 0.0021350740866389632 0.0013733364968512159 0.0028158271746424098 0.002212317025906416 0.0024871910751331689 0.002337511761883872 0.0024486465993801749 0.0021485508264516544 0.0018312312470820575 0.0023509385730259495 0.0023245655780026
leaf_weight=70 67 54 74 64 84 56 53 92 53 52 73 90 88 100 52 77 376 415 70 123 54 54 94
leaf_count=70 67 54 74 64 84 56 53 92 53 52 73 90 88 100 52 77 376 415 70 123 54 54 94
internal_value=0 0.00132504 0.00118691 0.00229781 0.00227163 0.00107023 0.00116505 0.00210881 0.00138085 0.00218627 0.00236371 0.000849412 0.00224731 0.00119475 0.00239361 0.00241775 0.00243503 0.00240871 0.00260544 0.0021439 0.00205194 0.00251607 0.00223314
internal_weight=0 547 480 1838 1774 406 352 641 209 549 1133 143 497 156 1060 990 913 791 122 359 177 138 182
internal_count=2385 547 480 1838 1774 406 352 641 209 549 1133 143 497 156 1060 990 913 791 122 359 177 138 182
is_linear=0
shrinkage=0.0032998


Tree=4455
num_leaves=15
num_cat=0
split_feature=0 42 15 42 10 0 1429 160 14 2 2 123 15 15
split_gain=0.745635 0.819352 0.668376 1.29048 0.502455 0.497858 0.382974 0.561957 0.378147 0.351619 0.304079 0.32131 0.276363 0.173966
threshold=-0.053259999999999995 -0.034284999999999989 -0.032704999999999991 0.087495000000000003 -0.011239999999999998 0.047740000000000012 0.084690000000000015 -0.065924999999999997 0.054835000000000009 0.10613000000000002 0.13631000000000001 0.084845000000000018 -0.23071999999999995 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -4 8 -8 10 -7 11 12 -6 -14
right_child=1 2 5 -5 6 9 7 -9 -10 -11 -12 -13 13 -15
leaf_value=0.022476118766676285 0.018872145309700994 -0.032575489993160171 -0.0085657368255209095 0.0029212765356687129 0.019371766094273577 0.014573348752647883 -0.014957511304951132 0.0093171354199959363 0.019329012404169062 -0.0023544799455323716 -0.0043165928521634988 -0.0035885696762055705 0.0033646817765479787 0.0081372330329604597
leaf_weight=59 52 56 87 60 56 84 55 53 71 59 67 74 263 1256
leaf_count=59 52 56 87 60 56 84 55 53 71 59 67 74 263 1256
internal_value=0 -0.00081853 -0.00378301 -0.0141996 0.00716915 0.00146276 0.00669163 -0.00302832 0.00728007 0.00757658 0.00678049 0.00723247 0.00774202 0.0073121
internal_weight=0 398 346 116 1954 230 1895 108 1787 143 1716 1649 1575 1519
internal_count=2352 398 346 116 1954 230 1895 108 1787 143 1716 1649 1575 1519
is_linear=0
shrinkage=0.16829


Tree=4456
num_leaves=20
num_cat=0
split_feature=0 11 159 2 3 0 2 3 0 0 0 2 12 12 0 133 49 3 2
split_gain=0.529452 0.558606 0.363653 0.348659 0.33374 0.652781 0.325049 0.237308 0.292937 0.213759 0.312084 0.311963 0.194131 0.22312 0.167759 0.210502 0.158813 0.109721 0.081037
threshold=-0.069389999999999993 0.081790000000000015 0.108225 -0.0091949999999999983 -0.083344999999999989 0.053930000000000006 0.106285 -0.021559999999999996 -0.14857499999999998 -0.14989499999999997 -0.13314999999999996 0.10060500000000001 0.083825000000000024 0.082780000000000006 -0.042364999999999993 0.090375000000000025 -0.0099749999999999978 0.08734500000000002 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 9 -8 -9 17 -11 12 13 -12 15 -6 -14 -1 -16
right_child=2 -3 -4 4 14 -7 7 8 -10 10 11 -13 16 -15 18 -17 -18 -19 -20
leaf_value=0.019430763185545055 -0.011594895657400984 0.023133783394641533 0.012771964836731795 -0.016658358359214701 0.013306683519128977 0.0047369940274531556 -0.0080852337183173334 -0.0039729651306626423 0.0095728475344330662 -0.0055207317954582558 0.0072044298722862077 0.018987766511573145 -0.0012518131255373915 0.020397988617519285 0.0038729135705148181 0.0010390941726882712 0.0059369231713951804 0.0085147748354206243 -0.0051761039137925681
leaf_weight=53 76 54 60 76 89 86 71 83 99 62 113 56 95 54 56 72 988 53 56
leaf_count=53 76 54 60 76 89 86 71 83 99 62 113 56 95 54 56 72 988 53 56
internal_value=0 0.00626783 0.000375446 -0.0010766 0.000756951 -0.00528924 0.00573943 0.000159332 0.00338549 0.00669599 0.00612951 0.00668396 0.00613132 0.0114814 0.00435138 0.00783172 0.00530467 0.0139897 -0.000635554
internal_weight=0 1781 571 511 435 162 1727 253 182 1474 1368 1306 1250 167 273 161 1083 106 112
internal_count=2352 1781 571 511 435 162 1727 253 182 1474 1368 1306 1250 167 273 161 1083 106 112
is_linear=0
shrinkage=0.16829


Tree=4457
num_leaves=17
num_cat=0
split_feature=148 151 1443 49 1 0 2 1447 51 43 0 51 0 1 1456 475
split_gain=0.573794 0.579592 0.38767 0.355107 0.357742 0.408469 0.515172 0.396643 0.31874 0.325733 0.404295 1.00609 0.340241 0.314108 0.261993 0.208648
threshold=-0.043434999999999994 -0.081864999999999979 1.0000000180025095e-35 -0.15378499999999998 0.098370000000000027 -0.14216999999999999 0.088665000000000008 -0.085709999999999995 0.10446500000000002 -0.081474999999999992 -0.043914999999999989 -0.024714999999999997 -0.074434999999999987 0.10962000000000001 0.085105000000000014 -0.080874999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 -7 9 12 13 -12 -6 -11 15 -9
right_child=2 -3 -4 4 8 7 -8 14 -10 10 11 -13 -14 -15 -16 -17
leaf_value=0.0034837058885108271 0.018509698034543821 -0.020256774988409193 -0.0077814365625146296 0.0048071053621113859 -0.0024379705807924751 0.017762148651873214 0.027599431891124293 -0.00078447481788993152 0.010457406262641019 -0.0090032696958547362 0.0044119096929347871 -0.028667528291392231 0.01652331358049831 0.0042891333689970557 -0.0051435615997505561 0.0058919273676848018
leaf_weight=63 54 54 69 59 52 68 54 149 84 71 52 52 55 173 74 1169
leaf_count=63 54 54 69 59 52 68 54 149 84 71 52 52 55 173 74 1169
internal_value=0 -0.00745808 0.00462644 0.00502253 0.00467684 0.00595916 0.0157149 0.00520286 0.000931216 -0.000823516 -0.00332387 -0.0121105 0.00729169 0.000413899 0.00458805 0.0051358
internal_weight=0 117 2235 2166 2112 1573 113 1460 539 455 348 104 107 244 1392 1318
internal_count=2352 117 2235 2166 2112 1573 113 1460 539 455 348 104 107 244 1392 1318
is_linear=0
shrinkage=0.16829


Tree=4458
num_leaves=21
num_cat=0
split_feature=2 2 3 16 14 3 49 16 2 3 14 16 49 3 1456 2 49 2 16 15
split_gain=10.6887 7.1066 2.33407 1.53198 1.41223 1.17967 0.987972 1.01961 0.489454 0.611874 0.455709 0.478418 0.514501 0.390787 0.333017 0.486358 0.329844 0.304943 0.251981 0.165464
threshold=0.10859000000000001 -1.0000000180025095e-35 -0.050489999999999993 -0.059624999999999991 -1.0000000180025095e-35 -0.10175499999999998 -0.047749999999999994 -0.075434999999999988 0.13673000000000005 0.11745500000000002 0.062655000000000016 -0.011859999999999997 -0.0084099999999999991 -0.116045 -0.015029999999999996 0.090225000000000014 0.0060900000000000008 0.074875000000000011 0.40052000000000004 0.094425000000000023
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 5 -1 -4 -2 7 -3 9 -6 11 14 -13 -14 -8 16 -16 -15 -7 -17
right_child=2 6 4 -5 8 18 10 -9 -10 -11 -12 12 13 17 15 19 -18 -19 -20 -21
leaf_value=0.00036339110982026314 0.00079491206100694195 0.0009239777959411913 0.0010793822175655375 0.0010358876642560778 0.00085240243631747319 0.0011555613128384225 0.0017114671616098164 0.0014399404742547102 0.00031065306926593769 0.00037054970662985637 0.0017631182004056436 0.0016882213032986598 0.0011190276915328632 0.001241081637444639 0.0015108440202765798 0.0013139087371018458 0.0017605650693118676 0.0014484546610860132 0.0014485264395057173 0.001522074830537316
leaf_weight=75 90 76 59 73 65 75 82 94 87 52 59 54 72 113 587 189 66 268 59 57
leaf_count=75 90 76 59 73 65 75 82 94 87 52 59 54 72 113 587 189 66 268 59 57
internal_value=0 0.00138959 0.000840388 0.000695334 0.000629243 0.00108814 0.00144941 0.00120948 0.000498882 0.000638547 0.00147576 0.00146434 0.0013812 0.00134452 0.00150727 0.0014886 0.00153614 0.00138704 0.00128482 0.00136229
internal_weight=0 1865 487 148 263 224 1717 170 204 117 1547 1488 507 453 981 899 653 381 134 246
internal_count=2352 1865 487 148 263 224 1717 170 204 117 1547 1488 507 453 981 899 653 381 134 246
is_linear=0
shrinkage=0.0032998


Tree=4459
num_leaves=16
num_cat=0
split_feature=148 480 158 0 11 42 42 0 157 48 2 52 0 1210 1
split_gain=0.454854 0.37637 0.312796 0.291418 0.520723 0.387504 0.405208 0.543508 0.379695 0.266905 0.334315 0.271793 0.238112 0.166228 0.0853287
threshold=-0.079184999999999992 -0.039079999999999997 0.10654500000000001 -0.069389999999999993 0.078065000000000009 -0.034284999999999989 0.087005000000000013 0.030935000000000004 -0.0091799999999999989 0.10713500000000002 0.10672500000000001 -0.064819999999999989 -0.048199999999999993 -0.08453999999999999 0.091105000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 -5 7 -7 -9 10 13 -12 14 -3 -8
right_child=1 2 -4 5 -6 6 12 8 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.0076619916518890869 -0.0066020694921785569 -0.001841287621812598 0.014464081935286883 0.011332889001850716 0.020552473776771215 -0.015583639661322196 0.0044622242529575888 0.011968522771537822 -0.005814662603011363 0.014738717205336205 -0.012323636099380154 0.002316837428373352 0.012421244269267507 0.0061621304952735236 -0.0046868767387291538
leaf_weight=86 79 78 99 90 66 92 62 55 89 80 53 111 74 1184 54
leaf_count=86 79 78 99 90 66 92 62 55 89 80 53 111 74 1184 54
internal_value=0 0.0047995 0.00521217 0.00477264 0.00591203 0.001298 -0.000817831 -0.00547852 0.00096505 0.00526923 0.00473672 -0.00240358 0.00496178 0.00566604 0.000187672
internal_weight=0 2266 2187 2088 1572 516 426 236 144 1506 1426 164 190 1262 116
internal_count=2352 2266 2187 2088 1572 516 426 236 144 1506 1426 164 190 1262 116
is_linear=0
shrinkage=0.16829


Tree=4460
num_leaves=18
num_cat=0
split_feature=15 150 123 16 11 43 49 15 11 16 51 16 484 484 49 15 15
split_gain=12.6548 6.36307 2.11392 1.57112 1.08049 0.95729 0.940398 0.749391 0.725365 0.629288 0.591191 0.560189 0.488767 0.427381 0.38983 0.121228 0.0867334
threshold=-0.24269999999999997 0.083680000000000018 1.0000000180025095e-35 -0.024819999999999998 1.0000000180025095e-35 -0.069434999999999983 0.09567500000000001 0.13673000000000005 0.085155000000000022 -0.0101 -0.069834999999999994 0.081265000000000018 0.082450000000000009 -0.0082299999999999995 -0.07107999999999999 -0.44206999999999991 -0.098454999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 14 6 -1 7 9 -6 13 -8 -11 -5 -2 -3 -7 -12
right_child=1 3 -4 12 8 15 10 -9 -10 11 16 -13 -14 -15 -16 -17 -18
leaf_value=0.00044064081740935722 0.0019437990798557257 0.0010547340943205953 0.001083735471562017 0.0012096973719908511 0.0022471238183506821 0.0010061237673183194 0.0016717101330082753 0.0013107418703723049 0.0017606266670310313 0.001480055152374731 0.0014280431082760185 0.0017331279835280443 0.0015975124396160974 0.0017295028553103874 0.00069883734298671846 0.00079133420296230992 0.0012481920211104515
leaf_weight=79 119 68 66 88 59 66 89 54 80 209 54 181 61 827 68 55 79
leaf_count=79 119 68 66 88 59 66 89 54 80 209 54 181 61 827 68 55 79
internal_value=0 0.00159301 0.00166496 0.00113421 0.00168685 0.000724043 0.00166264 0.00169465 0.00196738 0.00171014 0.00146205 0.0015976 0.0013687 0.0017565 0.000877045 0.000908783 0.00132148
internal_weight=0 2102 1817 285 1751 200 1612 1390 139 1336 222 390 149 946 136 121 133
internal_count=2302 2102 1817 285 1751 200 1612 1390 139 1336 222 390 149 946 136 121 133
is_linear=0
shrinkage=0.0032998


Tree=4461
num_leaves=23
num_cat=0
split_feature=1 3 14 10 40 3 3 12 1 16 12 49 12 1210 51 12 12 12 133 51 12 51
split_gain=34.2902 8.21579 2.17934 1.76121 1.7189 1.39945 2.58246 1.24639 1.00166 0.691428 0.599396 0.547531 0.517707 0.414577 0.396538 0.347996 0.331986 0.272195 0.270214 0.185945 0.164097 0.157547
threshold=0.10508500000000001 -0.055839999999999994 0.054835000000000009 -1.0000000180025095e-35 -0.075779999999999986 0.30112000000000005 0.085315000000000016 0.091475000000000015 0.089625000000000024 0.23451000000000002 0.088365000000000013 0.082865000000000008 -0.081314999999999985 -0.062539999999999984 0.095085000000000017 0.077755000000000005 0.094305000000000014 0.095815000000000011 -0.14755499999999996 -1.0000000180025095e-35 0.09283000000000001 -0.041524999999999992
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 9 4 -3 -1 6 12 8 14 -2 -10 13 -5 -9 15 19 20 -18 -17 -6 -15 -13
right_child=1 3 -4 5 7 -7 -8 11 10 -11 -12 21 -14 16 -16 18 17 -19 -20 -21 -22 -23
leaf_value=0.0010056503835974941 0.00099446189659137371 -0.000190256726540945 0.0021128439514551236 0.00043432926726535515 0.0016173931287986006 1.285331016375265e-05 0.0010004842158914434 0.0011998278523903494 0.0012108935261556362 0.0014244313533261579 0.0016524129248856629 0.0013746427820258923 -7.565876484200644e-06 0.0015451443986762483 0.0019238973601015351 0.0018546937020540071 0.0012346815073498512 0.001504571661019287 0.0016432597974025457 0.0013450404691874752 0.0018017382927509446 0.0011323842815861712
leaf_weight=66 98 68 73 63 52 73 81 52 98 71 52 52 53 61 58 76 52 221 688 64 55 75
leaf_count=66 98 68 73 63 52 73 81 52 98 71 52 52 53 61 58 76 52 221 688 64 55 75
internal_value=0 0.000581192 0.00155314 0.000284029 0.00152939 0.000403609 0.000548228 0.00155025 0.0016159 0.00117531 0.00136419 0.00142443 0.000232125 0.00147981 0.00165611 0.00163842 0.00151714 0.00145329 0.00166434 0.00146743 0.00166711 0.00123185
internal_weight=0 507 1795 338 1722 270 197 1656 1088 169 150 568 116 441 938 880 389 273 764 116 116 127
internal_count=2302 507 1795 338 1722 270 197 1656 1088 169 150 568 116 441 938 880 389 273 764 116 116 127
is_linear=0
shrinkage=0.0032998


Tree=4462
num_leaves=17
num_cat=0
split_feature=1 14 147 2 2 11 1 16 42 49 13 3 403 484 130 2
split_gain=0.297757 0.360271 0.357874 0.378054 0.412902 0.582432 0.304377 0.414502 0.339829 0.217557 0.412201 0.324167 0.206737 0.223723 0.205069 0.164623
threshold=0.12072500000000001 -0.10708499999999999 0.089365000000000014 0.11728500000000001 0.098150000000000015 0.075910000000000019 0.095695000000000016 0.40052000000000004 0.090185000000000015 0.065470000000000014 -0.15714499999999998 -0.0053599999999999993 -0.53317999999999988 1.0000000180025095e-35 0.092560000000000017 0.12454500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 12 8 -8 14 10 -2 -12 -3 -14 -6 -5
right_child=9 2 -4 15 6 -7 7 -9 -10 -11 11 -13 13 -15 -16 -17
leaf_value=0.019100073145168237 0.015066599231738592 -0.003637541406264602 -0.0071721704474177889 0.022349877563991885 0.013377846972000514 0.022578566086131048 -0.012063117316943598 0.0065691677486812011 -0.005649068939906984 -0.0095209008851740475 0.0041712085985870688 -0.012653471889191685 0.0076710272215500617 0.0018063066265903271 0.00041605824010026689 0.0099098969497667475
leaf_weight=61 55 57 57 54 101 65 93 53 64 52 86 52 1107 222 53 70
leaf_count=61 55 57 57 54 101 65 93 53 64 52 86 52 1107 222 53 70
internal_value=0 0.00634668 0.00595602 0.00634288 0.00572708 0.00699855 0.000653762 -0.00528704 0.0046407 0.000132747 0.00274304 -0.00215551 0.00626659 0.00669272 0.00892864 0.0153418
internal_weight=0 2057 1996 1939 1815 1451 364 146 218 245 193 138 1386 1329 154 124
internal_count=2302 2057 1996 1939 1815 1451 364 146 218 245 193 138 1386 1329 154 124
is_linear=0
shrinkage=0.16829


Tree=4463
num_leaves=21
num_cat=0
split_feature=4 13 39 14 14 13 4 150 4 0 4 133 13 42 1429 49 133 43 0 42
split_gain=23.3144 6.46247 5.44098 2.13107 2.03648 1.70065 1.5609 1.61355 1.40446 1.28582 1.13257 0.968391 0.806681 0.660749 0.52092 0.476795 0.299366 0.294551 0.71336 0.451619
threshold=0.30163500000000004 -0.16392499999999996 0.081875000000000017 -0.42495999999999995 0.076175000000000007 -0.077849999999999989 -0.031874999999999994 0.081245000000000026 0.51136500000000018 -0.029554999999999994 -0.49432999999999994 0.086805000000000007 -1.0000000180025095e-35 0.085495000000000015 0.083810000000000009 -0.0086549999999999978 0.11370000000000001 -0.022549999999999997 -0.086409999999999987 0.090040000000000023
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 -1 4 -2 5 14 9 16 12 13 -11 15 -5 -7 17 -4 -8 19 -19 -3
right_child=3 2 11 8 -6 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0015329437950486616 0.0019105800042898953 0.0026849433955570415 0.0018674535078852534 0.0011637961831827636 0.0031142105614653491 0.0026875778124739774 0.0024041824559849555 0.001747743083176957 0.00085281529770420258 0.0024876915063137424 0.0018886573933416847 0.0015585357213873238 0.0017197379374072461 0.0024351821236333624 0.0023959171359618655 0.0023144022407337516 0.0021335505359095048 0.0029885794291503523 0.0026203931074560145 0.0023730791593346229
leaf_weight=80 64 272 52 58 66 378 284 55 73 92 56 56 57 167 77 55 56 104 135 65
leaf_count=80 64 272 52 58 66 378 284 55 73 92 56 56 57 167 77 55 56 104 135 65
internal_value=0 0.00245348 0.00249084 0.00138954 0.00254298 0.00252131 0.00244101 0.00227459 0.00121197 0.00253581 0.00226127 0.00191257 0.00143966 0.0026103 0.00265505 0.00209752 0.00235971 0.00268963 0.00278076 0.0026249
internal_weight=0 2050 1970 252 1807 1741 1088 395 188 693 148 163 115 545 653 107 340 576 239 337
internal_count=2302 2050 1970 252 1807 1741 1088 395 188 693 148 163 115 545 653 107 340 576 239 337
is_linear=0
shrinkage=0.0032998


Tree=4464
num_leaves=27
num_cat=0
split_feature=1 3 2 2 123 15 2 43 159 3 15 1 133 1 1 1212 43 3 43 2 51 2 133 48 16 15
split_gain=18.1008 4.69425 1.74638 2.58219 1.65691 1.44299 0.987587 0.91157 0.637694 0.493739 0.396009 0.480759 0.3923 0.370495 0.410793 0.359638 0.649559 0.417645 0.337041 0.263864 0.378317 0.253185 0.219083 0.154651 0.135825 0.0333783
threshold=0.10508500000000001 -0.055839999999999994 0.14721500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.092059999999999989 0.090115000000000015 -0.024279999999999996 0.0096550000000000021 0.13772500000000001 0.041820000000000003 0.087070000000000022 0.09116500000000001 0.090785000000000018 0.093400000000000025 -0.009474999999999999 -0.11278499999999998 -0.096749999999999989 -0.073209999999999983 0.099325000000000011 -0.019539999999999998 0.09772500000000002 -0.14755499999999996 1.0000000180025095e-35 -0.066704999999999987 0.094970000000000013
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=4 5 3 -3 6 -2 13 -5 10 -9 11 19 24 15 -15 -1 -17 -18 -7 23 -21 -10 -19 -8 -12 -16
right_child=1 2 -4 7 -6 18 8 9 21 -11 12 -13 -14 14 25 16 17 22 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0018303629562541192 0.00085199050753556583 0.00017688693171448794 0.00013106330973285262 0.00059767357598177698 0.0010383600437995717 0.0013010161412598056 0.0014093260372564913 0.0012537015357347936 0.0018516099407724612 0.00084099494532643754 0.0015352059173746359 0.0010831315628239554 0.0013435643845880849 0.0012713386018785272 0.0016672112162415043 0.0013340588956025992 0.0019263989042236464 0.0018212123273469913 0.0016717722526988755 0.0014998826203411557 0.0011619605604836886 0.0015190428599974233 0.0016036705482522372 0.0016456889888305216 0.0017673956167828483 0.0015337831121932499
leaf_weight=97 59 71 70 67 73 53 81 73 52 57 64 68 83 70 53 82 55 58 57 62 91 52 592 53 55 54
leaf_count=97 59 71 70 67 73 53 81 73 52 57 64 68 83 70 53 82 55 58 57 62 91 52 592 53 55 54
internal_value=0 0.0008205 0.000595785 0.000717036 0.00152675 0.00126972 0.00154744 0.000911531 0.00144679 0.00107302 0.00140212 0.00133494 0.00152003 0.0016101 0.00147034 0.00163805 0.0016143 0.00164684 0.00149346 0.00139447 0.00129913 0.00168567 0.00162314 0.00150308 0.00164282 0.0016002
internal_weight=0 507 338 268 1795 169 1722 197 661 130 557 355 202 1061 177 884 787 705 110 287 153 104 650 134 119 107
internal_count=2302 507 338 268 1795 169 1722 197 661 130 557 355 202 1061 177 884 787 705 110 287 153 104 650 134 119 107
is_linear=0
shrinkage=0.0032998


Tree=4465
num_leaves=14
num_cat=0
split_feature=3 43 11 9 1203 150 3 0 3 1 151 51 0
split_gain=0.602004 0.439492 0.689667 0.458881 0.293815 0.261119 0.338806 0.495215 0.240536 0.228946 0.222701 0.348989 0.159843
threshold=0.30112000000000005 -0.11278499999999998 0.074925000000000005 -1.0000000180025095e-35 0.091650000000000009 -0.084634999999999988 -0.0035149999999999995 -0.14076499999999997 -0.077104999999999993 0.080270000000000022 -0.0083949999999999979 0.07955000000000001 -0.079724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 5 -5 7 -7 -9 12 -8 -12 -1
right_child=-2 3 -4 4 -6 6 10 8 -10 -11 11 -13 -14
leaf_value=0.0065228189433346583 -0.0045237575447061784 -0.0048779158495099086 -0.013244998099479327 0.00046608910549775684 -0.0022870203417925897 -0.0037539225743510127 0.025760447009458162 0.011879803020307941 0.0070215322194046338 -0.00020199378589550276 0.018423519511681065 0.00307693763669114 0.018492598910511051
leaf_weight=80 99 59 61 71 52 71 58 1110 393 77 142 60 53
leaf_count=80 99 59 61 71 52 71 58 1110 393 77 142 60 53
internal_value=0 0.00886873 0.00249682 0.00972438 0.0101655 0.0105064 0.0108941 0.00996157 0.0106107 0.007078 0.0165325 0.013874 0.0113062
internal_weight=0 2287 271 2016 1957 1905 1834 1574 1503 210 260 202 133
internal_count=2386 2287 271 2016 1957 1905 1834 1574 1503 210 260 202 133
is_linear=0
shrinkage=0.16829


Tree=4466
num_leaves=24
num_cat=0
split_feature=4 3 3 3 0 4 3 15 12 4 12 4 12 13 3 3 4 3 3 0 133 15 13
split_gain=55.127 14.1858 6.42343 3.7401 2.79386 2.29097 2.39151 1.87282 1.80759 1.70476 1.5224 1.25737 0.911178 0.814306 1.05119 0.90993 0.439578 0.417375 0.802888 0.389654 0.311821 0.22483 0.178496
threshold=0.30163500000000004 -0.065259999999999999 0.25468500000000005 -0.0035149999999999995 -0.047049999999999995 -0.032764999999999996 0.091170000000000015 -0.42443999999999993 -0.011819999999999999 0.41939500000000002 0.092495000000000008 0.55608500000000005 -0.09168999999999998 0.059130000000000009 -0.13795999999999997 -0.096099999999999977 0.053455000000000009 -0.14162499999999997 -0.088269999999999987 -0.077809999999999976 0.092845000000000011 0.097545000000000007 -0.049414999999999994
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=1 10 3 4 8 -5 -7 11 12 -9 13 -2 -3 14 -1 -16 17 -12 -19 20 -17 22 -20
right_child=7 2 -4 5 -6 6 -8 9 -10 -11 16 -13 -14 -15 15 19 -18 18 21 -21 -22 -23 -24
leaf_value=0.0026117734332334031 0.00085121475474919845 0.001487463570609814 0.00036432760836369586 0.00225445725119234 0.00061770930041693019 0.0019932727104792799 0.0011100621346031494 0.000368785084820429 0.0018210415174803993 -0.00040754308960417229 0.0022496291261889403 0.00021605159734396418 0.00087008692862194285 0.0018080960623831207 0.0017202526261043004 0.0021681643132679183 0.0017180039446580834 0.0016622485234119883 0.0019931716341393176 0.0024238539193488832 0.0019522113935184107 0.0018719924814856593 0.0021974579375404657
leaf_weight=55 77 52 54 97 54 73 62 67 87 57 52 61 53 76 54 722 96 94 124 61 85 89 84
leaf_count=55 77 52 54 97 54 73 62 67 87 57 52 61 53 76 54 722 96 94 124 61 85 89 84
internal_value=0 0.00191068 0.00144396 0.00156585 0.00128193 0.00186675 0.00158791 0.000306246 0.00146856 1.16405e-05 0.00206662 0.00057071 0.00117617 0.00213992 0.0021657 0.00213905 0.00192335 0.00196777 0.00193019 0.00216507 0.00214546 0.00201487 0.00207584
internal_weight=0 2124 532 478 246 232 135 262 192 124 1592 138 105 1053 977 922 539 443 391 868 807 297 208
internal_count=2386 2124 532 478 246 232 135 262 192 124 1592 138 105 1053 977 922 539 443 391 868 807 297 208
is_linear=0
shrinkage=0.0032998


Tree=4467
num_leaves=32
num_cat=0
split_feature=1 52 1 13 1 150 15 2 16 43 1 13 52 2 474 133 133 15 15 15 43 16 52 52 43 403 16 43 133 43 16
split_gain=29.3628 5.25797 3.99494 1.82859 1.52938 1.63542 1.43968 1.00864 0.984478 0.927447 0.669541 0.559908 0.533927 0.529111 0.501666 0.460238 0.777499 0.572545 0.662725 0.428243 0.414864 0.391737 0.333165 0.327004 0.308672 0.29942 0.252377 0.163714 0.140547 0.250481 0.0967468
threshold=0.10574000000000001 -0.26738999999999996 0.13630500000000004 -0.085669999999999982 0.091275000000000009 1.0000000180025095e-35 -0.077559999999999976 0.090115000000000015 -0.015159999999999998 -0.040439999999999997 0.12337000000000002 -0.083739999999999995 0.096795000000000006 0.12131500000000002 0.085020000000000012 0.071360000000000021 0.08955500000000001 0.041820000000000003 -0.011859999999999997 0.022565000000000005 -0.078139999999999973 -0.00017499999999999997 0.0085900000000000021 0.096795000000000006 -0.00027999999999999998 -0.0076149999999999994 -0.043889999999999992 -0.052219999999999996 0.085720000000000018 -0.0083249999999999973 0.0070300000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 6 -4 7 9 10 11 -8 -6 20 22 14 15 21 17 -17 18 26 -11 -3 24 28 -19 -13 -24 -9 30 29 -1 -18
right_child=1 2 3 -5 5 -7 8 13 -10 19 -12 12 -14 -15 -16 16 27 23 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0017911351885126676 0.0019525946988900593 0.00074512483539678962 -6.1172075595389963e-05 0.00072523947696801687 0.0015253538305688545 0.0012060038401439325 0.0015732071485115046 0.001643644678715663 0.00098842379740432681 0.0018009266182912524 0.00053865407495315746 0.0019885894804282161 0.0016067330754219386 0.001505655600160939 0.0016368671693281556 0.0022862610319267849 0.0016884834471488682 0.0017646550949371315 0.0013166382319769207 0.0021738173412653647 0.001121327737264439 0.0022140074279368999 0.0024047852824584551 0.0021253223949697546 0.0017559391846909697 0.0020801349768641976 0.0019239626566427341 0.0019721408385225212 0.002092843383981849 0.0020815615222301506 0.0018717010694120353
leaf_weight=75 52 52 61 68 97 71 71 96 57 90 52 280 60 61 54 55 75 60 52 56 86 67 52 54 84 86 59 75 100 62 66
leaf_count=75 52 52 61 68 97 71 71 96 57 90 52 280 60 61 54 55 75 60 52 56 86 67 52 54 84 86 59 75 100 62 66
internal_value=0 0.000958967 0.000843298 0.000353097 0.00185922 0.00164812 0.00104204 0.00190134 0.00131307 0.00177715 0.000859269 0.00197214 0.00190381 0.00180153 0.00194049 0.00183196 0.00193332 0.00174628 0.00164174 0.00194419 0.000979825 0.00197845 0.00207135 0.00193581 0.001935 0.00220272 0.00175057 0.00184329 0.00199471 0.00192283 0.00177449
internal_weight=0 499 447 129 1887 314 318 1573 128 243 190 920 545 653 485 592 271 321 207 146 138 431 375 114 364 138 155 216 237 137 141
internal_count=2386 499 447 129 1887 314 318 1573 128 243 190 920 545 653 485 592 271 321 207 146 138 431 375 114 364 138 155 216 237 137 141
is_linear=0
shrinkage=0.0032998


Tree=4468
num_leaves=24
num_cat=0
split_feature=4 1 4 4 4 48 2 52 131 3 52 3 1 2 0 4 130 0 2 3 0 4 16
split_gain=0.774473 0.312482 0.441544 0.415641 0.454722 0.479327 0.396744 0.82944 0.433499 0.339722 0.280612 0.209939 0.202426 0.520836 0.291823 0.319755 0.268345 0.265906 0.262875 0.224541 0.114979 0.087529 0.0557861
threshold=0.55608500000000005 0.091275000000000009 -0.13833499999999996 -0.17689999999999997 -0.075969999999999996 0.10184000000000001 0.10444500000000002 -0.068499999999999991 0.090150000000000022 -0.097224999999999992 -0.081594999999999987 0.0025650000000000004 0.089370000000000019 0.074875000000000011 -0.082954999999999987 -0.050094999999999994 -0.0096649999999999982 -0.085669999999999982 0.10457000000000001 -0.034684999999999994 -0.081964999999999996 -0.49862999999999996 0.26676500000000009
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=1 2 9 21 -5 6 8 -8 10 -1 -6 -9 13 17 15 16 -15 -4 20 -17 -16 -3 -20
right_child=-2 3 12 4 5 -7 7 11 -10 -11 -12 -13 -14 14 18 19 -18 -19 22 -21 -22 -23 -24
leaf_value=-0.0056765639265179179 -0.0086537729755468799 0.012069799548365057 -0.0076474780407240674 -0.0091151141637971465 0.027653297785327307 -0.0044120558824261476 -0.013306518501331969 0.0031190657711116397 0.0036739618730516469 0.011257422419255543 0.013401630377988248 0.016945370369715988 0.021028888849248861 0.0097770523002737499 0.0004236285745850563 0.010778319545426131 0.02302895560503903 0.00796315972204527 0.018379278167160309 0.020749342668055476 0.0085656272222302664 0.021861040852629732 0.011936090319634475
leaf_weight=73 65 54 53 55 53 90 61 58 103 62 154 68 70 57 59 394 187 74 87 77 308 52 72
leaf_count=73 65 54 53 55 53 90 61 58 103 62 154 68 70 57 59 394 187 74 87 77 308 52 72
internal_value=0 0.00995704 0.0113055 0.00711886 0.00550275 0.00687546 0.00892309 0.00278873 0.0126177 0.00208722 0.0170593 0.0105951 0.0121697 0.0117151 0.0127657 0.0149839 0.0199406 0.00143434 0.00974713 0.0124122 0.00726159 0.01689 0.0154729
internal_weight=0 2321 1573 748 642 587 497 187 310 135 207 126 1438 1368 1241 715 244 127 526 471 367 106 159
internal_count=2386 2321 1573 748 642 587 497 187 310 135 207 126 1438 1368 1241 715 244 127 526 471 367 106 159
is_linear=0
shrinkage=0.16829


Tree=4469
num_leaves=20
num_cat=0
split_feature=1 1 12 123 43 48 160 13 13 16 1447 3 1 484 0 151 50 13 0
split_gain=27.3218 5.00071 2.464 1.50211 1.32616 0.838296 1.41195 0.997096 0.71593 0.613823 0.409521 0.599566 0.887064 0.591364 0.520566 0.500232 0.449169 0.238331 0.156042
threshold=0.10574000000000001 0.13630500000000004 0.086885000000000004 0.083715000000000026 -0.078564999999999982 0.092475000000000016 -0.54119499999999987 -0.014114999999999997 -0.085669999999999982 -0.064539999999999986 -0.082954999999999987 -0.095764999999999989 0.084525000000000003 -0.081554999999999989 -0.082039999999999988 -0.04886999999999999 0.11700000000000001 -0.080844999999999986 -0.085309999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 6 -1 -7 -3 -4 13 12 14 -8 -12 18 -17 -6 -13
right_child=1 8 9 -5 17 7 10 -9 -10 -11 11 15 -14 -15 -16 16 -18 -19 -20
leaf_value=0.00191007205684016 0.00011890764976149047 -0.00031076829687365484 0.00076879641324049822 0.00087603569803012572 0.00048604012511954512 0.0013673206327986848 0.0013451384979484352 0.00083495039837352221 0.00017052297226289025 0.0012258712866975946 0.0015876509749921538 0.0016927559088816212 0.00093968103263651864 0.0018291241837983666 0.0011927233814667604 0.0013894510107504701 0.001072267311022942 0.00075830051237415878 0.0014658271416606852
leaf_weight=58 73 61 53 67 56 95 58 65 75 83 66 74 83 54 84 1064 52 98 67
leaf_count=58 73 61 53 67 56 95 58 65 75 83 66 74 83 54 84 1064 52 98 67
internal_value=0 0.000494346 0.000696547 0.00136271 0.000485826 0.00138061 0.00140269 0.00115127 -4.50913e-05 0.00104801 0.0013843 0.00136966 0.00121475 0.0015788 0.00136673 0.00139834 0.0013747 0.000659526 0.00158517
internal_weight=0 499 363 1887 227 1820 1660 160 136 136 1602 1490 233 112 150 1257 1116 154 141
internal_count=2386 499 363 1887 227 1820 1660 160 136 136 1602 1490 233 112 150 1257 1116 154 141
is_linear=0
shrinkage=0.0032998


Tree=4470
num_leaves=14
num_cat=0
split_feature=52 1210 393 149 2 133 16 15 4 133 42 52 15
split_gain=0.444208 0.375596 0.324821 0.285374 0.342111 0.252254 0.423282 0.427973 0.37912 0.344849 0.324128 0.225388 0.198056
threshold=-0.56073999999999991 -0.081959999999999991 0.094880000000000006 0.075040000000000009 -0.0091949999999999983 0.085720000000000018 -0.083479999999999985 -0.03886499999999999 -0.076184999999999989 0.089135000000000006 0.085790000000000019 0.12492500000000002 -0.091149999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 12 6 11 -8 10 -10 -7 -6 -3
right_child=1 2 -4 -5 5 8 7 -9 9 -11 -12 -13 -14
leaf_value=0.024263591267405005 0.019533312321869067 -0.0073459350302094223 0.019832411148359284 0.019174055810419942 0.0092912448158608933 0.0090428831448683723 0.0091248278229128441 0.001365580209301949 0.015555440819037349 0.0052386636788399289 0.024382087442964259 0.019522843232894042 0.0063046532092605849
leaf_weight=54 89 65 68 63 451 67 343 489 134 294 95 71 56
leaf_count=54 89 65 68 63 451 67 343 489 134 294 95 71 56
internal_value=0 0.00880061 0.00836482 0.00799753 0.00765568 0.00819619 0.00692721 0.00456656 0.0111054 0.00847288 0.0180492 0.0106863 -0.00101346
internal_weight=0 2285 2196 2128 2065 1944 1354 832 590 428 162 522 121
internal_count=2339 2285 2196 2128 2065 1944 1354 832 590 428 162 522 121
is_linear=0
shrinkage=0.16829


Tree=4471
num_leaves=14
num_cat=0
split_feature=12 39 13 0 48 2 12 42 0 15 0 1210 0
split_gain=0.319982 0.394426 0.411642 0.295136 0.46474 0.446256 0.360066 1.28063 0.355531 0.34762 0.450796 0.300986 0.165951
threshold=-0.11875499999999999 0.098905000000000007 -0.28558999999999996 -0.055879999999999992 0.10911000000000001 0.12051500000000002 0.092855000000000007 0.065960000000000019 0.024745000000000003 0.085225000000000009 -0.069074999999999984 -0.080859999999999974 0.047740000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 9 7 12 -8 10 -4 -11 -5
right_child=1 -3 3 6 -6 -7 8 -9 -10 11 -12 -13 -14
leaf_value=0.018679419971089389 -0.004240668045009781 -0.0048879991166241622 0.0060595555143173243 0.0021336144343081327 0.019128442963714964 -0.0082557766737249311 0.013372850121917671 0.040039885463277948 -0.0039561794750855731 0.021839474732755135 -0.0097294652405667901 0.0090827527731452435 0.013997302943413973
leaf_weight=72 79 73 965 58 89 55 81 52 57 58 54 566 80
leaf_count=72 79 73 965 58 89 55 81 52 57 58 54 566 80
internal_value=0 0.00726645 0.00767168 0.00811748 0.00726344 0.00664048 0.0127649 0.0175221 0.00620219 0.00714023 0.00522108 0.0102714 0.00902413
internal_weight=0 2267 2194 2115 1787 1698 328 190 138 1643 1019 624 138
internal_count=2339 2267 2194 2115 1787 1698 328 190 138 1643 1019 624 138
is_linear=0
shrinkage=0.16829


Tree=4472
num_leaves=10
num_cat=0
split_feature=158 149 40 13 12 160 472 11 13
split_gain=0.247854 0.231756 0.250726 0.262944 0.392845 0.255084 0.218645 0.404106 0.199129
threshold=-0.18217999999999998 0.075040000000000009 -0.084904999999999994 -0.28558999999999996 -0.094939999999999983 -0.53327999999999987 -0.082054999999999975 0.083010000000000014 -0.48634999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 -5 -6 -7 -8 -4
right_child=1 -3 3 4 5 6 7 -9 -10
leaf_value=-0.0029743249671981935 -0.0034633244302703552 0.01635146450352427 0.0056105316447186632 0.020212632608136039 -0.002979236387018672 -0.0034534663848946301 0.0068520166000127329 0.019098261521517376 -0.0089084069283267061
leaf_weight=78 71 68 55 63 74 54 1744 80 52
leaf_count=78 71 68 55 63 74 54 1744 80 52
internal_value=0 0.00665881 0.00635744 0.00668688 0.00711872 0.0066952 0.00707736 0.00739012 -0.00142861
internal_weight=0 2261 2193 2122 2015 1952 1878 1824 107
internal_count=2339 2261 2193 2122 2015 1952 1878 1824 107
is_linear=0
shrinkage=0.16829


Tree=4473
num_leaves=24
num_cat=0
split_feature=1 3 3 1 11 16 1 3 4 3 13 156 12 4 133 1447 0 16 42 16 4 3 402
split_gain=30.9181 7.26669 2.97052 2.01531 1.77232 1.23123 1.02244 0.972962 0.933815 0.761842 1.33089 0.645826 0.474689 0.358082 0.290911 0.242959 0.23881 0.217955 0.187899 0.254057 0.177905 0.145303 0.0950697
threshold=0.104035 -0.049204999999999992 -0.072579999999999992 0.11684000000000001 0.075910000000000019 0.40052000000000004 0.088735000000000022 -0.11756999999999999 -0.033449999999999987 0.077930000000000013 -0.39067499999999994 0.079145000000000007 0.088335000000000011 0.0082450000000000006 -0.0079049999999999971 -0.086059999999999984 -0.13972999999999997 -0.043889999999999992 -0.081159999999999996 -0.072729999999999975 0.065590000000000009 -0.11756999999999999 -0.088099999999999984
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 4 16 7 21 11 -1 -8 -5 -11 14 -6 15 -4 -9 -3 -16 22 -20 -15 -2 -17
right_child=1 3 6 9 12 -7 8 13 -10 10 -12 -13 -14 20 17 18 -18 -19 19 -21 -22 -23 -24
leaf_value=0.001131155545645205 0.0010160234036346121 0.00049100538932720706 0.0014257751053663851 -0.00013989581977967447 0.0021791066430421188 0.0014831500249892671 0.0013555474206832371 0.0017831682949722787 0.00080588004080653223 -4.351374598596697e-05 0.00064553896062451849 0.0016794701374964474 0.0017377969433337774 0.0012413563911500439 0.0010277542967771453 0.0015888801717154489 0.00078778491395110732 0.00129402291661173 0.0016343173365394419 0.0015150420585142601 0.0014926714325940583 0.00077951533678942257 0.0014197083256206036
leaf_weight=68 62 71 89 92 54 61 54 52 91 70 54 54 55 62 60 52 52 82 381 431 67 56 169
leaf_count=68 62 71 89 92 54 61 54 52 91 70 54 54 55 62 60 52 52 82 381 431 67 56 169
internal_value=0 0.000563693 0.00147749 0.000279554 0.00155169 0.00110161 0.00123738 0.00151722 0.00101083 8.73716e-05 0.000256274 0.00135251 0.00195675 0.00153881 0.00127593 0.0015586 0.00061676 0.00118176 0.00154726 0.00157105 0.00137216 0.000904081 0.00145967
internal_weight=0 518 1821 339 1391 179 430 1282 145 216 124 285 109 1214 231 1085 123 142 1033 812 129 118 221
internal_count=2339 518 1821 339 1391 179 430 1282 145 216 124 285 109 1214 231 1085 123 142 1033 812 129 118 221
is_linear=0
shrinkage=0.0032998


Tree=4474
num_leaves=22
num_cat=0
split_feature=3 2 2 4 49 3 4 14 12 3 4 12 42 403 52 3 42 13 13 156 42
split_gain=8.47413 2.57564 2.92596 2.08542 1.14101 0.982868 1.0816 0.890964 0.559352 0.536677 0.53057 0.388559 0.446285 0.385544 0.476431 0.704874 0.326058 0.256719 0.13945 0.136957 0.0407978
threshold=-0.065259999999999999 0.12015500000000001 -0.007134999999999999 0.36766000000000004 -0.020999999999999994 0.11745500000000002 -0.057539999999999994 0.076175000000000007 0.09697500000000002 0.088465000000000002 0.23590000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.22361499999999998 -0.5335399999999999 -0.10468499999999999 0.090775000000000008 -0.053049999999999993 0.0083850000000000018 0.089950000000000016 -0.069844999999999977
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 -2 7 -3 6 -4 8 13 11 -6 12 -8 16 -15 -16 -1 -10 -19 -17 -20
right_child=1 4 5 -5 10 -7 9 -9 17 -11 -12 -13 -14 14 15 19 -18 18 20 -21 -22
leaf_value=0.0013701543032545067 0.0005113961856982929 0.00015536357642784886 0.0015521823508036876 0.0007625694318208067 0.00094211535081995673 0.00078741801194691667 0.0012868829182273421 0.0017808234083875204 0.0010381835421852488 0.00082219698366858341 0.00053998007085172218 0.0013567058154043343 0.00086601846707033388 0.0015890447947089375 0.0010505474804082466 0.0013657445833608211 0.001722414516837133 0.0014041427889516602 0.0012698119636396401 0.0011861711670908871 0.0011346973423013412
leaf_weight=58 99 52 81 68 67 70 52 52 79 55 78 89 60 85 91 917 60 58 56 52 60
leaf_count=58 99 52 81 68 67 70 52 52 79 55 78 89 60 85 91 917 60 58 56 52 60
internal_value=0 0.000896098 0.00102081 0.00132949 0.000575581 0.00114464 0.00121874 0.00135405 0.00133939 0.0011131 0.000726037 0.00119252 0.00106173 0.00136796 0.00134921 0.00132994 0.00154957 0.00119666 0.0012684 0.00135614 0.00120023
internal_weight=0 703 506 1636 197 407 337 1568 1516 256 145 201 112 1263 1145 1060 118 253 174 969 116
internal_count=2339 703 506 1636 197 407 337 1568 1516 256 145 201 112 1263 1145 1060 118 253 174 969 116
is_linear=0
shrinkage=0.0032998


Tree=4475
num_leaves=14
num_cat=0
split_feature=4 42 52 10 148 13 4 4 1210 42 51 52 52
split_gain=0.6208 0.291246 0.416633 0.308379 0.274836 0.248603 0.311952 0.302304 0.222286 0.275897 0.265981 0.208862 0.193434
threshold=0.59999500000000017 0.091475000000000015 0.51388500000000004 -1.0000000180025095e-35 -0.08224999999999999 -0.050754999999999995 -0.077679999999999985 0.26450500000000005 -0.08107499999999998 0.090515000000000012 -0.23823499999999997 -0.030899999999999997 0.10263500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3 11 -6 10 -10 -8 -13
right_child=-2 5 -4 4 8 -7 7 -9 9 -11 -12 12 -14
leaf_value=-0.0017997099134528642 -0.010241036477769869 -0.0094803147969296769 -0.0058504892266525868 0.019986787910781862 0.018123030535518111 0.010659040140920693 -0.0016686668844970252 -0.0077870458955751872 0.017257851626998829 0.019265618827682008 0.0070853422360923875 0.013825388742375136 0.0031579373777272219
leaf_weight=80 61 63 60 61 65 103 76 56 77 60 1428 101 93
leaf_count=80 61 63 60 61 65 103 76 56 77 60 1428 101 93
internal_value=0 0.00694628 0.00792378 0.00839145 0.00887465 0.00330485 0.00135297 0.00345203 0.0084577 0.00805511 0.00760699 0.00578975 0.00872087
internal_weight=0 2323 1831 1771 1691 492 389 326 1630 1565 1505 270 194
internal_count=2384 2323 1831 1771 1691 492 389 326 1630 1565 1505 270 194
is_linear=0
shrinkage=0.16829


Tree=4476
num_leaves=19
num_cat=0
split_feature=1 3 123 2 12 2 2 150 3 0 3 12 3 2 15 0 124 2
split_gain=23.2399 3.09773 2.022 1.55967 1.78025 1.55043 1.12867 1.22074 1.01588 0.920753 0.681411 0.500443 0.579115 0.449494 1.03991 0.944977 0.316158 0.130029
threshold=0.109225 -0.053499999999999992 1.0000000180025095e-35 0.14823500000000003 -0.041134999999999991 0.114165 0.10859000000000001 0.10980500000000001 -0.14443999999999999 -0.08095999999999999 -0.10468499999999999 0.089005000000000015 -0.07964499999999998 0.097625000000000003 -0.040804999999999994 -0.076539999999999983 -0.070379999999999984 0.11793500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 16 -2 7 8 9 -1 -10 -8 -13 15 -15 -12 -3 -14
right_child=1 3 -4 -5 -6 -7 11 -9 10 -11 13 12 17 14 -16 -17 -18 -19
leaf_value=0.002214892508538447 0.0013844913132305392 0.00054842134964572101 0.0010630782527344333 8.8077127398670474e-05 0.00098765311186391376 0.00067778434956665867 0.0010826426798352165 0.0011373236386614831 0.0012867908549187251 0.0016579608072507727 0.0016241122219356808 0.0016811951767221178 0.0014054897369124668 0.0015586031484705128 0.0021121813832947591 0.0013474449816220763 0.00020836180776703079 0.0011659132438148188
leaf_weight=57 84 60 90 74 93 57 57 60 76 77 1054 68 53 94 62 156 60 52
leaf_count=57 84 60 90 74 93 57 57 60 76 77 1054 68 53 94 62 156 60 52
internal_value=0 0.000698326 0.00154738 0.000501331 0.000644738 0.00109905 0.00157072 0.00160127 0.00161891 0.00189513 0.00159322 0.00135329 0.00144226 0.00161024 0.00177884 0.00158847 0.000378685 0.00128718
internal_weight=0 428 1956 287 213 141 1866 1636 1576 134 1442 230 173 1366 156 1210 120 105
internal_count=2384 428 1956 287 213 141 1866 1636 1576 134 1442 230 173 1366 156 1210 120 105
is_linear=0
shrinkage=0.0032998


Tree=4477
num_leaves=27
num_cat=0
split_feature=1 2 3 16 14 3 4 3 2 43 123 2 2 2 3 0 16 0 1213 15 2 16 2 1212 151 3
split_gain=30.1238 5.43048 4.38905 3.23504 1.46457 1.52413 1.22866 1.11224 1.36977 1.19904 0.991368 1.12262 0.91287 0.770564 0.732847 0.692385 0.535618 0.25992 0.259524 0.270416 0.23465 0.450414 0.227236 0.220853 0.287677 0.159245
threshold=0.10538500000000002 0.14823500000000003 -0.066424999999999984 0.25761500000000009 0.054835000000000009 -0.12077499999999998 -0.17689999999999997 -0.049509999999999992 -0.0050599999999999994 -0.024279999999999996 1.0000000180025095e-35 0.11701500000000002 0.09678500000000001 0.091250000000000012 0.09037000000000002 -0.085669999999999982 -0.084499999999999978 -0.091674999999999993 0.086260000000000017 0.09167500000000002 0.097625000000000003 0.25032500000000008 0.094835000000000017 0.037395000000000005 -0.0088999999999999982 0.077930000000000013
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 3 4 7 5 6 -1 -2 -9 -10 11 12 14 15 -4 23 -11 -15 19 -17 22 -22 -19 24 -7 -14
right_child=1 -3 10 -5 -6 13 -8 8 9 16 -12 -13 25 17 -16 18 -18 20 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0019387711467656304 0.0013218664964362204 0.00026400389651645381 0.0017733663635668023 0.0017415410994720448 0.0025244313813137052 0.0022986024075949472 0.0013102651971442331 0.00049445079367926663 0.0006477392713041683 0.0010447137642935942 0.0012296138325060572 0.0012298258937513912 0.0018625454723419084 0.0016666790950650198 0.0012725731454952176 0.0019077378656622709 0.0014915026682001591 0.001914572278365768 0.0021908994951955344 0.002102933272575447 0.0022008324369116568 0.0018338692844185429 0.0016422506659565111 0.0023263462868864382 0.0020684933898985568 0.0021214172584081582
leaf_weight=72 96 88 85 85 55 81 65 66 55 69 68 52 58 56 52 364 52 108 58 104 73 77 52 75 264 54
leaf_count=72 96 88 85 85 55 81 65 66 55 69 68 52 58 56 52 364 52 108 58 104 73 77 52 75 264 54
internal_value=0 0.00101033 0.00191439 0.00116551 0.0019936 0.00197343 0.00164083 0.00102054 0.000900862 0.00105307 0.00159142 0.00167304 0.00176546 0.00200813 0.00158354 0.00205826 0.00123701 0.00187845 0.00197769 0.00195119 0.0019166 0.00201269 0.00182629 0.00215908 0.00212262 0.00198767
internal_weight=0 511 1873 423 1504 1449 137 338 242 176 369 301 249 1312 137 946 121 366 526 468 310 150 160 420 345 112
internal_count=2384 511 1873 423 1504 1449 137 338 242 176 369 301 249 1312 137 946 121 366 526 468 310 150 160 420 345 112
is_linear=0
shrinkage=0.0032998


Tree=4478
num_leaves=27
num_cat=0
split_feature=4 3 3 43 3 15 43 13 14 4 3 12 12 15 4 13 3 49 15 15 13 15 15 42 13 43
split_gain=33.6528 12.2274 4.86251 5.33139 2.99076 1.97785 1.37786 1.77725 1.17419 1.16014 1.92821 1.13838 1.44104 0.900821 0.730721 0.67149 0.969588 0.589027 0.540044 0.509816 0.533202 0.44216 0.299026 0.250637 0.219873 0.158896
threshold=0.30163500000000004 -0.06340999999999998 0.30112000000000005 -0.035884999999999993 -0.11756999999999999 -0.42075999999999997 -0.090214999999999976 -0.012549999999999997 0.076175000000000007 -0.14538499999999996 0.091170000000000015 0.081810000000000008 0.087905000000000025 -0.013969999999999998 0.55608500000000005 -0.0098899999999999978 -0.084074999999999997 0.088340000000000016 0.088060000000000013 0.03981500000000001 -0.083584999999999979 -0.066639999999999991 0.08425500000000001 0.089180000000000023 -0.068549999999999986 0.0054600000000000004
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 8 3 6 -2 14 -3 -8 11 -5 25 -1 17 21 -6 16 -15 19 -17 20 -13 24 -21 -23 -14 -11
right_child=4 2 -4 9 5 -7 7 -9 -10 10 -12 12 13 15 -16 18 -18 -19 -20 22 -22 23 -24 -25 -26 -27
leaf_value=0.0017477164742286588 0.0014342703653767016 0.0017377842772192595 0.00070858118792109157 0.0023674894392931066 0.0011952063419438639 0.00023189967422487134 0.0014974329524185608 0.00066810253919601407 0.0027196496001272987 0.0022446381234783913 0.001456208205007279 0.0023239862667046329 0.0020240975893485035 0.0017706467402451083 0.00064239946200548301 0.0025095311260680889 0.0022330373801259461 0.0026731934965765962 0.0021974055636921567 0.0026580778788059412 0.0019546031521905731 0.0016910917671885399 0.0023776438212233385 0.0020115291739296708 0.0022200141069689916 0.0020092352870901484
leaf_weight=53 66 52 53 83 52 82 57 56 55 71 70 148 145 61 53 146 280 67 108 55 62 52 210 60 122 65
leaf_count=53 66 52 53 83 52 82 57 56 55 71 70 148 145 61 53 146 280 67 108 55 62 52 210 60 122 65
internal_value=0 0.00210312 0.0016555 0.00176597 0.000829965 0.000616493 0.00129214 0.00108675 0.00224284 0.00203637 0.00190279 0.00222611 0.00224281 0.00216651 0.000916506 0.00224719 0.00215043 0.00237985 0.00237696 0.0023384 0.0022151 0.00203976 0.00243598 0.00186307 0.00211375 0.00213239
internal_weight=0 2131 507 454 253 187 165 113 1624 289 206 1569 1516 974 105 595 341 542 254 475 210 379 265 112 267 136
internal_count=2384 2131 507 454 253 187 165 113 1624 289 206 1569 1516 974 105 595 341 542 254 475 210 379 265 112 267 136
is_linear=0
shrinkage=0.0032998


Tree=4479
num_leaves=27
num_cat=0
split_feature=1 4 13 2 40 4 2 13 4 15 4 51 0 160 0 4 0 0 1 400 13 13 0 15 15 0
split_gain=26.7485 4.30729 3.99626 2.5636 2.22846 1.66826 1.8865 1.33671 1.58334 1.16047 1.46721 1.06956 0.749365 0.587141 0.556958 1.05966 1.71451 0.841336 0.54648 0.38594 0.364201 0.707479 0.563958 0.355396 0.204839 0.175773
threshold=0.10538500000000002 0.41488500000000006 -0.28558999999999996 0.10859000000000001 -0.012109999999999998 -0.039459999999999995 0.09036000000000001 -0.14819499999999997 0.0051600000000000005 -0.41606999999999994 0.51400500000000016 -0.096089999999999981 -0.051594999999999995 -0.080384999999999984 -0.085669999999999982 -0.030434999999999993 -0.10120999999999998 -0.098524999999999988 0.083250000000000005 -0.029794999999999999 -0.0059899999999999997 0.039845000000000012 -0.067659999999999984 -0.026169999999999995 0.087450000000000014 -0.10023499999999998
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=3 2 -2 7 -4 -6 -7 -1 14 10 -3 -5 -13 -10 15 17 -17 -9 25 -16 22 -22 -21 -18 -19 -15
right_child=1 9 4 11 5 6 -8 8 13 -11 -12 12 -14 18 19 16 23 24 -20 20 21 -23 -24 -25 -26 -27
leaf_value=0.0026044800712682779 0.00065992734043784744 0.0013646839536222018 0.0011152707367381382 0.0020146408650407459 0.0022723837529621438 0.0019493111536609423 0.0011597922788864369 0.0027249349685672551 0.0021388307609902964 0.00040427869865917727 0.0006676395857148702 0.0017325037730056606 0.0012215618139312732 0.0020227053635574681 0.0022999765365247869 0.0015344841096472817 0.002127503743445077 0.0021817026082893614 0.00149811278369141 0.002038581183815748 0.0023282370899906919 0.0019961038564268812 0.0016911936243161651 0.0024426917206173114 0.002440042917499571 0.0017540847541550407
leaf_weight=56 59 59 72 82 57 74 60 59 53 55 75 81 52 53 78 52 172 115 66 442 131 156 59 53 52 61
leaf_count=56 59 59 72 82 57 74 60 59 53 55 75 81 52 53 78 52 172 115 66 442 131 156 59 53 52 61
internal_value=0 0.00120483 0.00143708 0.00205677 0.00161128 0.00179808 0.00159606 0.00210083 0.0020832 0.000808969 0.00097481 0.00171686 0.001533 0.00183065 0.00212616 0.00221454 0.00207674 0.00238327 0.00173971 0.00207478 0.00205245 0.00214783 0.00199774 0.0022019 0.00226235 0.00187928
internal_weight=0 511 322 1873 263 191 134 1658 1602 189 134 215 133 233 1369 503 277 226 180 866 788 287 501 225 167 114
internal_count=2384 511 322 1873 263 191 134 1658 1602 189 134 215 133 233 1369 503 277 226 180 866 788 287 501 225 167 114
is_linear=0
shrinkage=0.0032998


Tree=4480
num_leaves=29
num_cat=0
split_feature=2 12 15 2 52 12 15 2 2 42 39 13 2 1213 15 13 52 131 52 13 42 2 12 12 52 12 12 2
split_gain=20.4995 9.18098 3.16952 2.41118 2.40947 1.19559 1.19975 1.05142 2.11367 0.774767 0.691201 0.597271 0.534521 0.560134 0.508907 0.457168 0.59624 0.518246 0.501897 0.328272 0.300505 0.289748 0.269692 0.23601 0.181074 0.216156 0.168891 0.1067
threshold=0.13538500000000001 0.077755000000000005 0.0056700000000000006 0.16730000000000003 -0.087769999999999987 0.099815000000000015 -0.025694999999999999 0.099325000000000011 0.074875000000000011 0.090040000000000023 0.086210000000000023 0.055020000000000006 0.097220000000000015 0.027540000000000002 -0.13800499999999996 -0.087084999999999982 0.08321000000000002 0.08482000000000002 -0.11044 -0.053824999999999991 0.08486500000000001 0.083815000000000014 0.090840000000000018 0.08598500000000002 0.39765000000000006 0.092615000000000017 0.083995000000000014 0.09742000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 19 -1 9 11 8 10 15 -6 -7 13 24 -9 20 17 18 -17 -2 26 -18 -23 -22 25 -11 -3 -8
right_child=3 5 -4 -5 7 6 27 14 -10 12 -12 -13 -14 -15 -16 16 21 -19 -20 -21 23 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0016096963205806747 0.00056639719334936707 0.0019748010694880581 0.0020221538114341357 -9.7182199440710195e-05 0.0011728880561848833 0.0012149111548912287 0.0017150784152456622 0.001065669690803931 0.001631386920370385 0.0015306283310207369 0.00064260178089929599 0.0016548920873504145 0.001410219745940546 0.0020521148750801258 0.00067624197428850746 0.0018625478127678235 0.0021596279828741951 0.001964286143662515 0.0016097751335127314 0.00090842199266415072 0.0020385760995119706 0.0018160850372685206 0.002075014775690635 0.0017348147362520451 0.0018555115823939994 0.0017406662566801703 0.0022461892235276092 0.0019216780153535509
leaf_weight=100 62 53 52 54 53 99 67 60 73 115 55 52 68 52 96 129 53 96 271 62 52 175 62 67 52 109 55 55
leaf_count=100 62 53 52 54 53 99 67 60 73 115 55 52 68 52 96 129 53 96 271 62 52 175 62 67 52 109 55 55
internal_value=0 0.00164933 0.0012511 0.000484219 0.00115927 0.00176508 0.00156424 0.00102551 0.00119706 0.00180397 0.000903161 0.00136666 0.00167926 0.00173493 0.000826248 0.00185269 0.00181449 0.00174427 0.00169138 0.000737694 0.0019848 0.00193447 0.00188397 0.00186785 0.00167504 0.00163299 0.00211333 0.00180851
internal_weight=0 2171 489 178 437 1682 273 337 181 1409 108 151 396 328 156 1013 786 496 400 124 227 290 237 119 276 224 108 122
internal_count=2349 2171 489 178 437 1682 273 337 181 1409 108 151 396 328 156 1013 786 496 400 124 227 290 237 119 276 224 108 122
is_linear=0
shrinkage=0.0032998


Tree=4481
num_leaves=26
num_cat=0
split_feature=2 3 15 16 2 41 3 43 43 15 475 0 16 51 52 0 133 3 43 0 159 133 0 3 15
split_gain=17.3124 5.15455 2.22526 1.79841 1.74947 1.37515 1.34704 2.4528 0.844391 0.88299 0.776431 0.757486 0.666163 0.617242 0.575498 0.457557 0.40016 0.39436 0.340417 0.299737 0.412766 0.292171 0.210357 0.39597 0.0374331
threshold=0.13538500000000001 -0.027864999999999997 0.0056700000000000006 0.07277500000000002 0.16730000000000003 0.081560000000000007 0.11372500000000001 -0.049364999999999992 -0.081204999999999986 -0.035449999999999988 -0.074744999999999992 -0.066659999999999983 -0.082084999999999991 0.077225000000000016 1.0000000180025095e-35 -0.086224999999999982 -0.014614999999999998 0.0075150000000000008 -0.082689999999999986 -0.068214999999999984 0.0055900000000000004 0.092120000000000021 0.024745000000000003 -0.080804999999999974 0.08568000000000002
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=1 5 3 6 17 8 7 18 13 10 -10 14 -9 19 -12 16 24 -2 -3 20 21 -1 23 -17 -11
right_child=4 2 -4 -5 -6 -7 -8 12 9 15 11 -13 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0018274209368956988 0.00093661047282719812 0.0010614199668717206 0.0019332664312848725 0.0016877816394549148 5.7365995078875571e-05 0.0012040387945297922 0.00075252942992769505 0.0013053588697275488 0.0019159149314884394 0.001836564124726612 0.001411875797452353 0.0011809828015790463 0.0017991664453779481 0.0021550771469609296 0.0017315489238200271 0.0015852819600184753 0.0021071325620778776 0.00055967768810858765 0.0006860712169030088 0.0015527078399093584 0.0020116318644285663 0.0016078570509049709 0.0018670422978360639 0.0017708717701115698 0.0016935226208366011
leaf_weight=240 69 54 54 72 54 58 85 58 52 52 130 73 63 58 120 284 61 55 53 53 98 96 70 235 52
leaf_count=240 69 54 54 72 54 58 85 58 52 52 130 73 63 58 120 284 61 55 53 53 98 96 70 235 52
internal_value=0 0.00162456 0.00130485 0.00121662 0.000553801 0.00170558 0.00110812 0.00124054 0.00172293 0.00167108 0.0015394 0.00147867 0.00156276 0.00183028 0.00156546 0.00173653 0.00189194 0.000769707 0.000875829 0.00179153 0.00182061 0.00176479 0.00169293 0.00166938 0.00176538
internal_weight=0 2171 439 385 178 1732 313 228 1674 1129 375 323 121 545 250 754 165 124 107 487 434 336 589 519 104
internal_count=2349 2171 439 385 178 1732 313 228 1674 1129 375 323 121 545 250 754 165 124 107 487 434 336 589 519 104
is_linear=0
shrinkage=0.0032998


Tree=4482
num_leaves=26
num_cat=0
split_feature=12 15 12 52 16 160 48 52 15 147 12 11 11 16 12 133 131 16 1213 401 1212 1212 400 15 131
split_gain=13.6731 3.61514 3.24133 2.00696 1.80078 1.71537 1.21053 1.16088 0.931515 1.60129 0.863545 0.791543 0.943554 0.699689 0.552436 0.523641 0.449252 0.522726 0.406273 0.310367 0.309841 0.203674 0.191299 0.178702 0.106137
threshold=0.077755000000000005 -0.50083499999999992 0.10597500000000001 -0.087769999999999987 -0.14001499999999997 -0.08761999999999999 0.10168500000000001 -0.075829999999999995 -0.26826999999999995 0.085835000000000009 -0.016554999999999997 0.075910000000000019 0.085155000000000022 -1.0000000180025095e-35 0.090175000000000019 -0.14775499999999997 0.085815000000000016 0.21684500000000004 -0.082414999999999974 0.020315000000000003 0.040035000000000008 0.087440000000000004 -0.0064499999999999991 -0.064464999999999981 0.10340500000000001
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=1 -1 11 10 -4 -5 7 -7 -9 -10 -3 14 -13 -6 15 -2 17 19 20 23 -17 22 -20 -16 -18
right_child=2 3 4 5 13 6 -8 8 9 -11 -12 12 -14 -15 16 18 24 -19 21 -21 -22 -23 -24 -25 -26
leaf_value=0.00032920069175340887 0.002080394113814452 0.0012805490187644873 0.00082952556347420567 0.0016728068811133392 0.0017149673870343863 0.00072411749583810043 0.00064664679220716973 0.00086922663424216916 0.0015676654192191821 0.00087422935793106176 0.0018034519761007382 0.0023278711482876018 0.0017550285399620419 0.0012941318158009656 0.0014676209616281855 0.0018060459630685557 0.0019248141852649873 0.0013771376524634477 0.0016191480585999187 0.0018984865546509849 0.001470646892553129 0.0020265276045150324 0.0018340615548004451 0.0016820299614809975 0.0017437001054442086
leaf_weight=52 81 61 52 54 99 60 69 56 122 52 81 64 63 78 56 57 86 73 53 64 68 57 494 225 72
leaf_count=52 81 61 52 54 99 60 69 56 122 52 81 64 63 78 56 57 86 73 53 64 68 57 494 225 72
internal_value=0 0.00116208 0.0017374 0.00124005 0.00137087 0.0011234 0.00104066 0.00113429 0.00124114 0.00136063 0.00157907 0.00179285 0.00204398 0.00152971 0.00176981 0.00182591 0.00169086 0.00163345 0.00179759 0.00168759 0.00162387 0.00183348 0.0018133 0.00163943 0.0018425
internal_weight=0 607 1742 555 229 413 359 290 230 174 142 1513 127 177 1386 810 576 418 729 345 125 604 547 281 158
internal_count=2349 607 1742 555 229 413 359 290 230 174 142 1513 127 177 1386 810 576 418 729 345 125 604 547 281 158
is_linear=0
shrinkage=0.0032998


Tree=4483
num_leaves=28
num_cat=0
split_feature=1 2 12 15 1 15 3 12 3 3 49 1 11 3 1213 15 15 48 2 15 2 43 3 3 3 1429 43
split_gain=23.23 5.04235 3.69532 2.94396 1.886 1.64052 1.10205 0.873403 0.82613 0.767514 0.756816 0.72045 0.453312 0.412405 0.408918 0.352656 0.351965 0.30763 0.310278 0.286026 0.277436 0.271579 0.332766 0.250426 0.482527 0.193627 0.172042
threshold=0.10892500000000001 0.14823500000000003 0.077755000000000005 -0.084629999999999997 0.088595000000000021 -0.0015749999999999998 -0.046329999999999989 0.090175000000000019 -0.14906999999999998 0.081640000000000004 0.09567500000000001 0.12895500000000001 0.075910000000000019 -0.0068249999999999986 -0.082414999999999974 -0.074959999999999985 0.087960000000000024 0.084725000000000009 0.088475000000000012 0.054100000000000002 0.090605000000000005 -0.011369999999999998 -0.082634999999999986 -0.090989999999999988 -0.08095999999999999 0.083715000000000026 -0.082219999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 9 20 -5 12 -9 -1 19 13 14 -2 16 -12 -4 18 25 21 -6 22 -10 -21 -25 -16 -20
right_child=1 -3 7 6 5 -7 -8 8 10 -11 15 -13 -14 -15 17 -17 -18 -19 26 23 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0019229623210069928 0.0011637888421630865 0.00012220330307399866 0.0018160299733303543 0.0016638765249528218 0.0011836675334768001 0.001670216397008917 0.0010830402863334016 0.002093495152228066 0.0015458498162914109 0.0014194945031356298 0.0016345510149888402 0.00054172227706271404 0.0021624265830395674 0.00075285603444745237 0.0018986937439716889 0.0012901110862690705 0.0014804817997545051 0.0017023907046569927 0.0021723851481121837 0.0020032714941434857 0.00087322004765503407 0.0014474138384780785 0.0018840749323806025 0.0015551415946860442 0.0018433667722729241 0.0016791600521269495 0.0019294805340492698
leaf_weight=79 53 79 97 80 54 57 65 59 64 58 65 81 56 55 378 68 55 88 71 55 79 61 67 93 213 53 66
leaf_count=79 53 79 97 80 54 57 65 59 64 58 65 81 56 55 378 68 55 88 71 55 79 61 67 93 213 53 66
internal_value=0 0.00087241 0.00173464 0.00104975 0.00141434 0.00120092 0.00140374 0.00179971 0.00171634 0.00171007 0.00168386 0.000777978 0.00187155 0.000954844 0.00185135 0.00145871 0.00169485 0.00188756 0.00191618 0.00173794 0.000999531 0.00163297 0.0017191 0.00179367 0.00175588 0.00187178 0.00205562
internal_weight=0 413 1936 334 327 190 145 1609 745 137 686 189 864 108 808 133 152 656 568 553 133 192 131 361 306 431 137
internal_count=2349 413 1936 334 327 190 145 1609 745 137 686 189 864 108 808 133 152 656 568 553 133 192 131 361 306 431 137
is_linear=0
shrinkage=0.0032998


Tree=4484
num_leaves=17
num_cat=0
split_feature=2 14 4 2 4 15 131 15 0 43 0 2 16 131 43 2
split_gain=1.67169 1.00577 0.659817 0.47736 0.396706 0.389982 0.358336 0.343519 0.405534 0.28523 0.2837 0.221952 0.286123 0.181017 0.0949494 0.0515221
threshold=0.13538500000000001 0.062655000000000016 0.40124500000000002 0.16730000000000003 -0.51253999999999988 0.095970000000000014 0.078765000000000016 -0.14820999999999998 -0.10653 -0.00059999999999999995 -0.074434999999999987 0.10136500000000002 0.0031900000000000006 0.091360000000000011 -0.077274999999999996 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 6 7 -6 -9 -2 -4 12 15 -8 -15 -7
right_child=3 -3 10 -5 5 11 13 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.030868769664704167 0.014689613108694285 0.03687687267942838 -0.00032148006931363222 -0.013612225645421651 0.025750187082699116 0.028768653831683751 0.027253205107014948 0.0056850533679734085 0.014794468792189808 -0.0016064003705211678 0.014733209702004557 0.031974573114328851 0.009967509156689959 0.014152559996081067 0.021546273462663926 0.021190437858749561
leaf_weight=55 53 67 96 54 71 52 88 158 1156 71 56 58 56 96 106 56
leaf_count=55 53 67 96 54 71 52 88 158 1156 71 56 58 56 96 106 56
internal_value=0 0.0165581 0.0159102 -0.000396433 0.0167422 0.0163317 0.01545 0.0143195 0.0137005 0.00534434 0.00521317 0.0229763 0.019783 0.0208428 0.0180413 0.0248558
internal_weight=0 2171 2104 178 1952 1897 1675 1385 1314 124 152 222 164 290 202 108
internal_count=2349 2171 2104 178 1952 1897 1675 1385 1314 124 152 222 164 290 202 108
is_linear=0
shrinkage=0.16829


Tree=4485
num_leaves=30
num_cat=0
split_feature=2 12 2 2 2 15 12 15 2 13 2 42 51 124 133 15 159 2 2 42 42 403 403 2 42 2 12 42 403
split_gain=20.9854 12.9166 4.60442 4.36442 3.79319 2.06659 1.53542 1.45944 1.09031 0.862448 0.635942 0.873712 0.68769 0.529162 0.378471 0.336233 0.506803 0.536484 0.383815 0.330928 0.466943 0.447695 0.344139 0.238066 0.187241 0.310003 0.168323 0.148408 0.110349
threshold=0.13290500000000002 0.023990000000000004 -1.0000000180025095e-35 0.17000000000000001 0.106285 -0.10312999999999999 0.092495000000000008 -0.031659999999999994 0.09036000000000001 -0.076584999999999986 0.090115000000000015 0.090115000000000015 0.077225000000000016 -0.013479999999999999 0.082925000000000013 -0.035449999999999988 -0.021179999999999997 0.086400000000000018 0.10364000000000001 -0.053844999999999997 0.081180000000000016 -1.0000000180025095e-35 -0.14032999999999998 0.113945 0.097535000000000011 0.089350000000000013 0.097145000000000023 0.11720500000000002 -0.069569999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 7 -2 10 8 -4 -6 12 14 19 -1 -12 16 -8 -18 -19 28 21 -21 -22 -11 25 -17 -27 -26 -3
right_child=3 6 4 -5 9 -7 15 -9 -10 23 11 -13 -14 -15 -16 24 17 18 -20 20 22 -23 -24 -25 27 26 -28 -29 -30
leaf_value=0.00042526790422372205 0.00040503753975860252 0.0018723359685762957 0.0017956230584672483 -0.00030147511946560689 0.00065383600215515082 0.0012448011425066539 0.0013195821442213438 0.0020012379036683414 0.0011827357670466142 0.0010060699522962181 0.001663764097552793 0.0013864310723346077 0.0022595441422894086 0.00087673302189593925 0.0020041148172395642 0.0019678238801929373 0.0014529082917350564 0.0019752934040343753 0.0016136812578426854 0.0019306414938806593 0.0021535338446010666 0.0023302273592299403 0.0018642278653790158 0.0013210249440120951 0.001519604135383973 0.0018505358854989796 0.0016275276858060354 0.0017619260221402588 0.0016731325664827092
leaf_weight=63 63 59 56 52 53 65 57 87 74 52 62 58 68 52 90 88 77 69 63 65 52 61 428 56 58 67 95 60 77
leaf_count=63 63 59 56 52 53 65 57 87 74 52 62 58 68 52 90 88 77 69 63 65 52 61 428 56 58 67 95 60 77
internal_value=0 0.00167745 0.00120844 0.000504182 0.00138441 0.000831755 0.00181723 0.00166938 0.00144702 0.0010001 0.00189678 0.00173337 0.0019391 0.000629715 0.00186552 0.0016892 0.00159832 0.00167417 0.00180297 0.00190968 0.00194326 0.00212437 0.00189564 0.00116971 0.00175479 0.00180736 0.00171998 0.00164312 0.00175981
internal_weight=0 2147 493 180 378 128 1654 217 130 161 1020 210 810 115 152 634 266 209 132 742 606 126 480 108 368 250 162 118 136
internal_count=2327 2147 493 180 378 128 1654 217 130 161 1020 210 810 115 152 634 266 209 132 742 606 126 480 108 368 250 162 118 136
is_linear=0
shrinkage=0.0032998


Tree=4486
num_leaves=18
num_cat=0
split_feature=10 1429 42 12 0 160 1429 1456 12 0 49 49 0 52 52 0 42
split_gain=1.01677 0.36583 0.422954 0.359859 0.352044 0.333944 0.225968 0.242724 0.29137 0.362023 0.218548 0.318802 0.504802 0.563093 0.453667 0.300844 0.139819
threshold=-0.089679999999999982 0.082720000000000002 0.086000000000000007 0.083705000000000016 0.040035000000000008 -0.081539999999999987 -0.050194999999999997 -0.090954999999999994 0.085235000000000019 -0.14310999999999999 -0.083094999999999988 0.059705000000000001 0.047740000000000012 0.024560000000000002 0.033770000000000008 -0.15385999999999997 0.084465000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 10 6 -3 -5 -8 16 -10 -2 12 13 15 -13 -12 -9
right_child=1 2 -4 4 -6 -7 7 8 9 -11 11 14 -14 -15 -16 -17 -18
leaf_value=-0.0089162077134089072 0.017802213887122855 0.0157091728358815 0.0076436369639148738 0.026006363587560855 0.0031627292233645026 0.031577445793865712 0.0035495135195419535 0.016764953512909016 0.00060633992145250101 0.015015046513979592 0.017666369867707185 0.0071975794803970867 0.021398245493031889 -0.0090600558868707687 0.026736833544665953 0.0041365333804572338 0.028038284799942994
leaf_weight=57 82 65 54 53 73 91 53 59 52 1091 61 81 52 77 58 199 69
leaf_count=57 82 65 54 53 73 91 53 59 52 1091 61 81 52 77 58 199 69
internal_value=0 0.013822 0.0205285 0.0131375 0.0145826 0.0249772 0.0151868 0.0147523 0.015218 0.0143611 0.00969936 0.00843756 0.0059581 0.00357031 0.0153636 0.00731775 0.022856
internal_weight=0 2270 210 2060 1450 156 1377 1324 1271 1143 610 528 389 337 139 260 128
internal_count=2327 2270 210 2060 1450 156 1377 1324 1271 1143 610 528 389 337 139 260 128
is_linear=0
shrinkage=0.16829


Tree=4487
num_leaves=20
num_cat=0
split_feature=1 3 123 10 16 0 3 3 40 3 1 11 43 1454 50 3 160 43 43
split_gain=25.8547 6.85912 2.45026 2.05732 1.71675 1.40855 1.16923 2.05465 0.996391 0.917765 0.607908 0.796029 0.430585 0.419449 0.344983 0.515714 0.36024 0.365433 0.273923
threshold=0.10491000000000002 -0.055839999999999994 0.081990000000000021 -0.0093599999999999985 0.062365000000000011 -0.079249999999999987 0.085315000000000016 0.149315 -0.064864999999999992 0.09037000000000002 0.092415000000000011 0.075910000000000019 0.094890000000000016 0.080340000000000009 0.089465000000000017 -0.14619999999999997 -0.071139999999999995 -0.041534999999999996 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -3 -2 9 8 -8 -5 10 11 13 14 18 15 -7 -17 -18 -1
right_child=1 3 -4 6 -6 12 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 -20
leaf_value=0.0018636574262767555 0.0011111912987768003 3.6136359283587684e-05 0.0010650455677397156 0.00075450865936034029 0.0017646428828820165 0.0012907323355129724 0.0013279223371122305 0.00059427547177212008 0.00015514330581761277 0.0013777104976776485 0.001530882809191817 0.002242283851396033 0.0013281875923164606 0.0015553015932156197 0.0018105397521354641 0.0018948857098732947 0.0016967286090922322 0.0014619624707388349 0.0016905413233074076
leaf_weight=816 95 56 61 66 82 55 72 99 56 53 73 53 57 61 100 52 168 133 119
leaf_count=816 95 56 61 66 82 55 72 99 56 53 73 53 57 61 100 52 168 133 119
internal_value=0 0.000884844 0.00171659 0.000616315 0.00141412 0.00173941 0.000727082 0.000903385 0.000479679 0.00180475 0.00182489 0.00184532 0.00160346 0.00182416 0.00163427 0.00159098 0.00163767 0.00159311 0.00184166
internal_weight=0 526 1801 349 177 1740 293 171 122 1175 1122 1049 565 996 508 408 353 301 935
internal_count=2327 526 1801 349 177 1740 293 171 122 1175 1122 1049 565 996 508 408 353 301 935
is_linear=0
shrinkage=0.0032998


Tree=4488
num_leaves=21
num_cat=0
split_feature=1 4 1 39 16 15 16 39 15 4 15 4 0 43 4 43 15 42 484 43
split_gain=21.9423 4.37262 3.44998 3.09067 2.05402 1.60339 1.57629 1.54568 1.13214 1.2008 1.09341 0.689031 0.485347 0.888147 0.689883 0.57746 0.684017 0.476742 0.360152 0.0905273
threshold=0.10538500000000002 -0.17689999999999997 0.13301500000000002 0.081875000000000017 0.062365000000000011 0.11876000000000002 -0.0096099999999999988 0.087690000000000004 -0.15614499999999998 0.043850000000000007 -0.41606999999999994 0.41257000000000005 -0.082954999999999987 -0.17157499999999998 -0.47860499999999995 -0.011584999999999998 0.083185000000000023 -0.0086549999999999978 -0.08176499999999999 -0.060799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 8 7 11 -1 12 -4 -3 15 -14 -15 18 -17 -11 -10 -19
right_child=1 2 10 -5 -6 -7 -8 -9 9 17 -12 -13 13 14 -16 16 -18 19 -20 -21
leaf_value=0.0023083770721735578 0.0019609591578539521 0.0014770594589357355 0.00081015965524551515 0.0012558584198965974 0.0016663473858687149 0.0014047335528533764 0.00050038098020508597 0.00064874917374259898 0.0018559858803906799 0.0013883377355074756 0.00023412947557330249 0.0010091438438504428 0.001423865154109287 0.002148595609447434 0.0018250339982766562 0.0016410419602090746 0.0019678270311894058 0.0018408232225092718 0.0021038635578359169 0.0016459911642776744
leaf_weight=65 52 97 73 99 65 82 53 52 86 68 71 54 54 84 558 110 200 56 287 61
leaf_count=65 52 97 73 99 65 82 53 52 86 68 71 54 54 84 558 110 200 56 287 61
internal_value=0 0.00105284 0.00095121 0.00182383 0.00114167 0.00185667 0.00100832 0.00114076 0.0018794 0.00186155 0.000526389 0.00130996 0.00189518 0.00183306 0.00186742 0.00195843 0.00185198 0.00161064 0.00204681 0.00173955
internal_weight=0 517 465 1810 321 1711 256 203 1629 1564 144 151 1379 696 642 683 310 185 373 117
internal_count=2327 517 465 1810 321 1711 256 203 1629 1564 144 151 1379 696 642 683 310 185 373 117
is_linear=0
shrinkage=0.0032998


Tree=4489
num_leaves=22
num_cat=0
split_feature=4 12 12 4 15 376 47 12 11 4 4 12 4 4 4 133 43 133 159 12 131
split_gain=28.4375 5.70161 2.85423 1.89766 1.33185 1.10312 1.65952 1.07692 1.05837 0.802257 0.621164 1.08096 0.461648 0.37334 0.3994 0.430594 0.693582 0.306676 0.41644 0.201491 0.173922
threshold=0.30163500000000004 0.054520000000000006 0.092495000000000008 -0.37626499999999991 -0.41606999999999994 0.084025000000000016 0.077555000000000013 0.13071000000000002 1.0000000180025095e-35 0.51400500000000016 -0.0058549999999999991 -0.007389999999999999 -0.17689999999999997 0.0082450000000000006 -0.0083249999999999973 -0.14051499999999997 0.0032700000000000003 -0.088154999999999983 -0.23547999999999997 0.085845000000000019 0.078765000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 9 6 10 12 13 -2 -5 -12 -4 14 15 -3 -17 -14 -19 -16 -20
right_child=4 2 7 5 -6 -7 -8 -9 -10 -11 11 -13 17 -15 19 16 -18 18 20 -21 -22
leaf_value=0.0020175617647292267 0.0011603234490516875 0.0022688674562732006 0.0015657923152476777 0.0012005652019661649 0.00042844684746154053 0.0010202627374852481 0.002023239067329504 0.0013582178857981394 0.0024868869725285852 0.00068218576960229701 0.00185243773420874 0.0012454948330428203 0.0020577673238927874 0.0018591416094280626 0.0020960776750497618 0.0020532124797430283 0.0016540619558629184 0.0021044093449512731 0.0017638982551898858 0.0023402905388431867 0.0019345708830291097
leaf_weight=78 76 88 57 98 100 56 59 53 70 78 65 64 93 91 69 544 53 60 292 92 91
leaf_count=78 76 88 57 98 100 56 59 53 70 78 65 64 93 91 69 544 53 60 292 92 91
internal_value=0 0.00189568 0.00198298 0.00155197 0.000725631 0.00144568 0.00152885 0.00181138 0.00209303 0.000918379 0.0014002 0.00155159 0.00185183 0.00206357 0.00208552 0.00205014 0.00201784 0.00188218 0.00184524 0.00223585 0.00180454
internal_weight=0 2073 1653 420 254 342 286 646 1007 154 227 129 593 937 846 685 597 536 443 161 383
internal_count=2327 2073 1653 420 254 342 286 646 1007 154 227 129 593 937 846 685 597 536 443 161 383
is_linear=0
shrinkage=0.0032998


Tree=4490
num_leaves=18
num_cat=0
split_feature=4 52 123 16 14 475 0 150 4 12 4 42 376 475 0 159 42
split_gain=1.35616 0.494969 0.4503 0.412698 0.779951 0.385298 0.526118 0.560557 0.449327 0.562583 0.417411 0.290686 0.284672 0.270118 0.261066 0.217371 0.150089
threshold=0.27161500000000005 0.044705000000000002 0.080635000000000012 -0.51433499999999988 -0.36617499999999997 -0.085684999999999997 -0.029554999999999994 0.10980500000000001 -0.082184999999999994 0.083865000000000009 -0.46376499999999993 0.11623000000000001 0.083785000000000012 -0.090439999999999979 -0.087344999999999992 -0.41538999999999998 0.12096000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -5 13 7 8 9 -7 -8 15 -4 -1 -11 -10 -13
right_child=1 -3 12 4 -6 6 10 -9 11 14 -12 16 -14 -15 -16 -17 -18
leaf_value=0.018355336109741164 0.007288357604771872 0.015444623384449368 0.013694812706863424 0.0064139623604069895 -0.020393880754011676 0.034404911186794909 0.013394644699403444 -0.0011566774137202389 0.023880911560655898 0.028328109864674916 -0.0043826640143114241 0.0004454323693232714 -0.0020433285106132341 0.033577490514071814 0.015882213486855701 0.015141521500886407 0.013091292773033463
leaf_weight=85 94 67 63 59 64 78 86 52 88 60 66 55 67 55 244 1076 52
leaf_count=85 94 67 63 59 64 78 86 52 88 60 66 55 67 55 244 1076 52
internal_value=0 0.00279897 0.0151883 -0.00109717 -0.00752023 0.0158135 0.0151691 0.0160155 0.0165568 0.0216286 0.00566373 0.015031 0.0055698 0.0243483 0.0183446 0.0158038 0.00660788
internal_weight=0 284 2127 217 123 1997 1857 1705 1653 382 152 1271 130 140 304 1164 107
internal_count=2411 284 2127 217 123 1997 1857 1705 1653 382 152 1271 130 140 304 1164 107
is_linear=0
shrinkage=0.16829


Tree=4491
num_leaves=26
num_cat=0
split_feature=1 52 1 52 1 150 47 14 0 12 0 3 1447 4 0 4 52 43 3 43 0 50 3 49 15
split_gain=28.7274 5.82098 3.58605 2.17783 2.08378 2.799 1.6721 1.59189 0.911228 0.804168 0.775706 1.09141 0.442682 0.375322 0.896931 0.372629 0.670715 0.319277 0.245395 0.225198 0.198073 0.178249 0.156774 0.126192 0.117727
threshold=0.10508500000000001 -0.40011499999999994 0.14262000000000002 0.12492500000000002 0.089625000000000024 1.0000000180025095e-35 0.10372500000000003 0.062655000000000016 -0.079119999999999982 0.085845000000000019 -0.10417499999999999 -0.015069999999999998 -0.085709999999999995 -0.47860499999999995 -0.030209999999999997 0.054560000000000004 0.0029250000000000005 -0.09139499999999999 -0.081854999999999997 0.053790000000000011 -0.081104999999999997 0.089685000000000015 -0.082039999999999988 -0.042269999999999995 0.084495000000000015
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=4 -2 3 6 7 9 10 8 12 -6 23 -12 -1 -10 19 17 -17 24 -11 22 -19 -20 -15 -3 -14
right_child=1 2 -4 -5 5 -7 -8 -9 13 18 11 -13 15 14 -16 16 -18 20 21 -21 -22 -23 -24 -25 -26
leaf_value=0.0018989676968648786 0.0017257435100637908 0.00082353734880168485 -5.0133756443331147e-05 0.0013276873839661262 0.0012298554681802315 0.00081227133412708813 0.0010843123687367575 0.0021300234340491222 0.0017231235164754889 0.0017464971220587525 0.00059139951066032733 3.805968730493126e-05 0.0019028563450428689 0.0014571597222622821 0.001032483634041447 0.0012336132544184322 0.0017234200113580369 0.0016147826678419585 0.0013747460021687784 0.0013303439104901812 0.0018264777961787125 0.001637314527984894 0.001629849934497422 0.00059061760580239283 0.001691482636325102
leaf_weight=76 53 53 83 53 86 83 64 65 57 88 86 71 74 117 53 66 58 647 57 70 55 62 127 52 55
leaf_count=76 53 53 83 53 86 83 64 65 57 88 86 71 74 117 53 66 58 647 57 70 55 62 127 52 55
internal_value=0 0.000689641 0.000570704 0.000706759 0.00156862 0.00134812 0.000605703 0.00162314 0.00160048 0.00149979 0.000488656 0.000341387 0.00165371 0.00147095 0.00143169 0.00163415 0.001463 0.00165965 0.00161177 0.00149896 0.00163142 0.00151184 0.00154719 0.000708522 0.00181301
internal_weight=0 515 462 379 1896 376 326 1520 1455 293 262 157 1031 424 367 955 124 831 207 314 702 119 244 105 129
internal_count=2411 515 462 379 1896 376 326 1520 1455 293 262 157 1031 424 367 955 124 831 207 314 702 119 244 105 129
is_linear=0
shrinkage=0.0032998


Tree=4492
num_leaves=22
num_cat=0
split_feature=1 10 0 475 474 42 1 12 15 49 0 129 4 0 0 1453 4 3 12 1 1
split_gain=1.59786 0.755838 0.524056 0.423236 0.431599 0.352921 0.432102 0.683338 0.532452 0.461367 0.409014 0.261494 0.307785 0.258729 0.512111 0.243046 0.238473 0.137457 0.111272 0.225316 0.109791
threshold=0.109225 -1.0000000180025095e-35 -0.077259999999999981 -0.086169999999999983 0.08214500000000001 -0.093464999999999979 0.089625000000000024 0.088435000000000014 -0.025694999999999999 -0.020999999999999994 0.040035000000000008 0.086915000000000006 -0.090609999999999982 -0.060199999999999997 0.0085900000000000021 -0.0017099999999999999 -0.012419999999999999 -0.09224499999999998 0.092495000000000008 0.096515000000000004 0.12986500000000004
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 20 4 -1 16 10 8 9 -8 11 12 -7 -4 -15 -14 17 -5 -9 -20 -3
right_child=1 2 13 5 -6 6 7 18 -10 -11 -12 -13 15 14 -16 -17 -18 -19 19 -21 -22
leaf_value=0.014353151606529956 -0.012077208153575466 -0.0044211457469384621 0.020489602407575237 0.02006898075206056 0.034887000745893196 0.026740037280376758 -0.0016793568489710748 0.020492957502447996 -0.011103142404363506 0.018373924051393715 0.0027119460574379817 0.004371222053308514 0.024584931838798708 -0.0015732224469663318 0.020323201317564706 0.014421189788835369 0.011258733498635425 0.031216202933422432 0.0046089527285929676 0.018695660793327983 0.0046596653696960059
leaf_weight=61 77 96 69 81 56 69 72 70 67 59 79 60 72 72 52 999 55 53 61 69 62
leaf_count=61 77 96 69 81 56 69 72 70 67 59 79 60 72 72 52 999 55 53 61 69 62
internal_value=0 0.00301412 0.00632988 0.0143578 0.0241967 0.01374 0.0129601 0.00810726 0.00108911 0.00733856 0.0144688 0.0152413 0.0158119 0.0122141 0.00759466 0.0151061 0.0206501 0.0244914 0.0150462 0.0120996 -0.000846419
internal_weight=0 428 351 1983 117 1866 1677 398 198 131 1279 1200 1140 193 124 1071 189 134 200 130 158
internal_count=2411 428 351 1983 117 1866 1677 398 198 131 1279 1200 1140 193 124 1071 189 134 200 130 158
is_linear=0
shrinkage=0.16829


Tree=4493
num_leaves=21
num_cat=0
split_feature=4 16 1374 49 42 484 52 4 0 4 474 0 49 42 16 42 483 16 4 52
split_gain=0.798405 0.351744 0.300155 0.420657 0.328693 0.361448 0.406827 0.344729 0.683377 0.510013 0.42046 0.401607 0.261196 0.271281 0.245162 0.236209 0.206056 0.18044 0.159688 0.146805
threshold=0.27161500000000005 -0.41574999999999995 0.086000000000000007 0.14321000000000003 -0.093464999999999979 -0.012019999999999998 -0.093914999999999985 -0.03463999999999999 -0.13314999999999996 0.0034000000000000007 0.08214500000000001 -0.079119999999999982 -0.042269999999999995 0.086700000000000013 -0.0048099999999999992 0.086125000000000021 0.049115000000000006 -0.012324999999999997 -0.012419999999999999 0.080060000000000006
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 12 3 4 18 6 -6 10 9 -9 14 -10 -2 -14 -7 16 -8 -17 19 -1
right_child=1 -3 -4 -5 5 7 15 8 11 -11 -12 -13 13 -15 -16 17 -18 -19 -20 -21
leaf_value=0.026137617291604878 -0.0040895876703634882 -0.0065309079482789075 0.023463476329636985 -0.003050830432714988 0.0042708799768506802 0.012573819415129403 0.031998088092042638 -0.016502550958757758 0.012312279335274935 0.005475901437316303 0.025426747522158968 0.0015038905795017646 0.015777426995572885 0.00040080748294441367 0.0061051850179946509 0.021957688180486028 0.017296798060853935 0.0089569389704818279 0.010347283643569015 0.015002429785006002
leaf_weight=76 52 94 57 58 65 615 58 56 360 64 60 134 85 53 229 52 52 74 55 62
leaf_count=76 52 94 57 58 65 615 58 56 360 64 60 134 85 53 229 52 52 74 55 62
internal_value=0 0.00188015 0.0113879 0.0110545 0.0114621 0.010759 0.0160954 0.00969963 0.00661572 -0.00476574 0.0117922 0.00938409 0.00605087 0.00988493 0.0108208 0.0193446 0.0250647 0.0143366 0.0180793 0.0211479
internal_weight=0 284 2127 2070 2012 1819 301 1518 614 120 904 494 190 138 844 236 110 126 193 138
internal_count=2411 284 2127 2070 2012 1819 301 1518 614 120 904 494 190 138 844 236 110 126 193 138
is_linear=0
shrinkage=0.16829


Tree=4494
num_leaves=15
num_cat=0
split_feature=3 39 42 129 133 133 159 1455 150 133 133 42 3 3
split_gain=0.68853 0.261145 0.206362 0.315814 0.22431 0.282512 0.259812 0.205991 0.234182 0.187364 0.135497 0.145785 0.124264 0.0779934
threshold=0.30112000000000005 0.10076500000000001 -0.093464999999999979 0.087505000000000013 0.093255000000000018 0.11667000000000001 -0.4109549999999999 -0.082599999999999993 0.11740500000000002 0.024130000000000002 0.50628500000000021 0.11497500000000001 -0.096099999999999977 -0.073159999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 6 13 -4 -8 -9 12 11 -7 -1 -6
right_child=-2 -3 3 -5 5 10 7 8 -10 -11 -12 -13 -14 -15
leaf_value=0.024861557253052696 -0.0051180215164795279 0.00012187580813514953 0.018264081606622688 -0.001944485593782877 0.015747388228365258 0.0018713285932982916 0.018462032904778113 0.0081098587828607963 -0.0023580548889762173 0.0074871386769355336 0.015045651614462936 0.01238325074500889 0.014141346264253445 0.024087454950444682
leaf_weight=52 100 88 74 72 77 84 52 1394 63 68 84 68 78 57
leaf_count=52 100 88 74 72 77 84 52 1394 63 68 84 68 78 57
internal_value=0 0.00913398 0.00948992 0.00898062 0.00938431 0.0131238 0.00850913 0.00802956 0.007656 0.0146896 0.00960458 0.00658585 0.0184433 0.0193084
internal_weight=0 2311 2223 2025 1953 370 1583 1509 1457 198 236 152 130 134
internal_count=2411 2311 2223 2025 1953 370 1583 1509 1457 198 236 152 130 134
is_linear=0
shrinkage=0.16829


Tree=4495
num_leaves=21
num_cat=0
split_feature=4 124 2 15 1 1 4 457 1 160 16 4 42 15 4 1 4 133 15 155
split_gain=15.4466 3.92718 2.56057 2.0569 1.82497 1.16782 0.971305 0.768382 2.05297 0.677762 0.487199 0.437963 0.424207 0.391532 0.941499 0.937003 0.3644 0.320562 0.259626 0.232765
threshold=0.30163500000000004 -0.043384999999999993 0.13880500000000004 -0.41309499999999993 0.097070000000000004 0.12719000000000003 -0.082869999999999985 0.083415000000000017 0.084035000000000012 0.051820000000000005 0.059920000000000008 -0.0057949999999999989 -0.089049999999999976 0.041820000000000003 -0.11205499999999999 0.081540000000000015 -0.084489999999999996 0.31348000000000004 0.087450000000000014 0.11245500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 -1 -2 13 9 -9 12 11 -11 -8 15 -15 -3 18 -14 -16 -17
right_child=3 2 -4 -5 -6 -7 7 8 -10 10 -12 -13 17 14 16 19 -18 -19 -20 -21
leaf_value=0.0013657905226498986 0.0011332895944803701 0.0011513181795589115 0.00086908115276170146 0.00018638135223901191 0.0005779834376361605 0.00054879481489135721 0.0012082463447227792 0.0016147554276027458 0.00069856285773149055 0.0019884152705434647 0.0014020574052297295 0.0015865043037334794 0.0014725570892804502 0.0020622281881928256 0.0016050783608042424 0.0015169238556076612 0.0018371209386535141 0.0012910899078610134 0.0013307559343308511 0.0018209072553626931
leaf_weight=52 65 60 77 99 84 88 87 55 52 56 59 66 908 59 134 60 54 124 55 55
leaf_count=52 65 60 77 99 84 88 87 55 52 56 59 66 908 59 134 60 54 124 55 55
internal_value=0 0.00142236 0.00146 0.00055746 0.000879463 0.00079734 0.00148413 0.00144027 0.00116983 0.0014625 0.00165112 0.00177128 0.00143196 0.00161343 0.00168627 0.00148751 0.00159484 0.00145079 0.00152544 0.00166261
internal_weight=0 2097 1961 252 136 153 1884 1407 107 1300 181 122 1119 477 302 175 243 1032 189 115
internal_count=2349 2097 1961 252 136 153 1884 1407 107 1300 181 122 1119 477 302 175 243 1032 189 115
is_linear=0
shrinkage=0.0032998


Tree=4496
num_leaves=14
num_cat=0
split_feature=3 9 158 158 148 1427 50 3 51 160 160 1456 160
split_gain=0.634029 0.537883 0.384078 0.375289 0.349105 0.296396 0.363324 0.34499 0.435175 0.297663 0.284994 0.0989805 0.0751207
threshold=0.37720000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.10490000000000001 -0.0084749999999999982 0.086130000000000012 0.11875500000000001 -0.058704999999999993 0.091805000000000012 -0.080384999999999984 0.08325500000000001 -0.049894999999999995 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 12 -3 6 7 10 -9 -8 -6 -5 -4
right_child=-2 2 3 11 5 -7 9 8 -10 -11 -12 -13 -14
leaf_value=-0.0066664150033511373 -0.0093016334790018852 -0.0014359605995369373 0.018203091684644523 0.01468035789127509 0.0083688112994178103 0.021230907436845851 0.0078720850084104937 0.011082121540041524 0.026949058760531028 -0.010045013460768229 -0.0020339020660950806 0.0053755207497589545 0.026823209593714811
leaf_weight=63 57 99 66 55 1257 53 52 322 58 53 79 81 54
leaf_count=63 57 99 66 55 1257 53 52 322 58 53 79 81 54
internal_value=0 0.00865198 0.00908574 0.0152269 0.00828801 0.00880267 0.00843996 0.00902809 0.0135086 -0.00115467 0.00775234 0.00915172 0.0220971
internal_weight=0 2292 2229 256 1973 1874 1821 1716 380 105 1336 136 120
internal_count=2349 2292 2229 256 1973 1874 1821 1716 380 105 1336 136 120
is_linear=0
shrinkage=0.16829


Tree=4497
num_leaves=12
num_cat=0
split_feature=97 3 13 1210 447 0 3 128 0 11 0
split_gain=0.449663 0.385832 0.835299 0.27324 0.256885 0.34312 0.274231 0.337813 0.247841 0.171693 0.127229
threshold=-0.0047149999999999996 0.11745500000000002 -0.11122999999999998 -0.091799999999999979 0.084700000000000011 -0.20489499999999997 -0.15956499999999998 0.10979500000000002 -0.023359999999999995 0.085155000000000022 -0.12324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 -2 5 -5 9 8 -8 -7 -3
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0080508761812336585 -0.0030751619694105504 0.003007859987524245 -0.014975309514731293 0.020245955331567898 -0.0027653049719788872 0.022889412047606479 0.0085027864002194618 -0.0055543529596046833 0.00079562160261559083 0.010186372826859014 0.0147767741925376
leaf_weight=56 63 52 68 68 59 54 1624 54 128 70 53
leaf_count=56 63 52 68 68 59 54 1624 54 128 70 53
internal_value=0 0.00719764 -0.000434394 0.00782129 0.00815589 0.00847929 0.00806378 0.00753623 0.00794073 0.0157328 0.00896547
internal_weight=0 2293 173 2120 2057 1998 1930 1806 1752 124 105
internal_count=2349 2293 173 2120 2057 1998 1930 1806 1752 124 105
is_linear=0
shrinkage=0.16829


Tree=4498
num_leaves=15
num_cat=0
split_feature=4 3 12 15 14 12 4 3 4 48 51 3 15 1446
split_gain=13.8441 3.27005 3.18084 1.84849 1.27479 0.925339 0.793199 0.959214 0.544339 0.537391 0.532661 0.817163 0.426114 0.31196
threshold=0.30163500000000004 0.11372500000000001 -0.077034999999999978 -0.41309499999999993 0.076175000000000007 0.092495000000000008 -0.50215999999999983 -0.10175499999999998 0.51400500000000016 0.087470000000000006 0.10387500000000001 -0.12595999999999999 0.054100000000000002 0.088500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 8 5 6 -4 -8 -2 -1 11 -7 -13 -9
right_child=3 -3 4 -5 -6 10 7 13 -10 -11 -12 12 -14 -15
leaf_value=0.0012996927152865213 0.0011619388081058467 0.00097924690051515314 0.0020251697130476364 0.00038863779614338288 0.002057221832150615 0.0019239789254077537 0.0012688359791937669 0.0016531372864497136 0.00076595757840677002 0.00088703662114824927 0.0012427810295215288 0.0013938359985154784 0.0015910732432497289 0.0019045019969034262
leaf_weight=75 78 101 63 99 72 55 71 971 75 65 76 233 256 59
leaf_count=75 78 101 63 99 72 55 71 971 75 65 76 233 256 59
internal_value=0 0.00155943 0.00158877 0.00074057 0.00162499 0.00160753 0.00166266 0.00164189 0.000968061 0.00110835 0.00150396 0.00154038 0.00149717 0.00166757
internal_weight=0 2097 1996 252 1856 1784 1164 1101 153 140 620 544 489 1030
internal_count=2349 2097 1996 252 1856 1784 1164 1101 153 140 620 544 489 1030
is_linear=0
shrinkage=0.0032998


Tree=4499
num_leaves=14
num_cat=0
split_feature=4 123 2 15 4 457 2 16 15 12 16 12 0
split_gain=21.0644 6.00281 3.90873 1.54906 1.44453 0.961619 1.33266 0.756561 0.537425 0.853065 0.632197 0.49745 0.493578
threshold=0.30163500000000004 0.081180000000000016 0.13712500000000002 -0.42759999999999992 0.41939500000000002 0.083415000000000017 0.089275000000000007 0.62487500000000018 -0.14068999999999995 -0.010219999999999998 0.25032500000000008 -0.077034999999999978 -0.068669999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 11 -5 7 -7 8 -1 -10 -11 -2 -3
right_child=3 12 -4 4 -6 6 -8 -9 9 10 -12 -13 -14
leaf_value=0.0016551342968042075 0.00040575027478748608 0.00081911180882479834 0.00064556327575363709 0.00041893015099214964 -0.00027950693282642044 0.001449354470999974 0.00072842205307226701 0.0017767286723109634 0.00098688636227831257 0.0014441208375225291 0.0012422601738856095 0.00082944613275961825 0.00040018307018242143
leaf_weight=101 68 74 75 66 63 61 52 68 52 1365 196 55 53
leaf_count=101 68 74 75 66 63 61 52 68 52 1365 196 55 53
internal_value=0 0.00134042 0.00138526 0.000330501 7.75599e-05 0.00141452 0.00111791 0.00143331 0.00141966 0.0014049 0.0014188 0.000595494 0.000644561
internal_weight=0 2097 1970 252 129 1895 113 1782 1714 1613 1561 123 127
internal_count=2349 2097 1970 252 129 1895 113 1782 1714 1613 1561 123 127
is_linear=0
shrinkage=0.0032998


Tree=4500
num_leaves=17
num_cat=0
split_feature=2 15 4 12 11 11 42 15 3 132 131 12 12 12 13 1212
split_gain=0.66593 0.403855 0.308159 0.383987 0.368941 0.304527 0.30405 0.659661 0.715306 0.4177 0.317493 0.443744 0.38219 0.305565 0.290954 0.255441
threshold=0.13631000000000001 -0.40992999999999996 -0.47860499999999995 0.11999500000000002 0.084680000000000019 0.079300000000000009 0.077855000000000021 0.089050000000000004 -0.11197999999999998 0.087360000000000007 0.088610000000000008 0.08073000000000001 0.090905000000000014 0.098400000000000015 -0.076494999999999994 0.087685000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 6 -1 7 8 -4 -10 11 -8 -12 -9 -3 -13
right_child=1 14 3 -5 -6 -7 10 13 9 -11 12 15 -14 -15 -16 -17
leaf_value=0.024270403417007137 0.01036503850165604 -0.01616465769120114 -0.010803793603622084 0.022894797147148482 -0.0057435050399287039 0.0077971050572529501 0.023507011766007876 0.021969575969188884 0.0046898976203534823 0.017393116758692442 -0.0049819853748268809 0.011746458808853121 0.011357655628830409 0.0060371965525952403 0.00044050182366743817 0.0018260777931222135
leaf_weight=73 54 55 78 52 52 57 85 101 638 83 75 674 88 52 65 83
leaf_count=73 54 55 78 52 52 57 85 101 638 83 75 674 88 52 65 83
internal_value=0 -0.00170758 0.00910049 0.00859748 0.00822652 0.0170613 0.00859864 0.00643859 0.00449698 0.00615476 0.010643 0.0119601 0.00382839 0.0165664 -0.00715523 0.0106611
internal_weight=0 174 2191 2061 2009 130 1957 952 799 721 1005 842 163 153 120 757
internal_count=2365 174 2191 2061 2009 130 1957 952 799 721 1005 842 163 153 120 757
is_linear=0
shrinkage=0.16829


Tree=4501
num_leaves=18
num_cat=0
split_feature=2 481 481 43 16 52 1 43 16 2 16 1429 50 151 1 2 2
split_gain=0.460542 0.282168 0.340329 0.307204 0.240462 0.225575 0.298522 0.351148 0.425707 0.405696 0.369897 0.254318 0.289948 0.243362 0.156422 0.114509 0.0508423
threshold=0.13631000000000001 -0.052634999999999994 -0.079764999999999989 -0.50504499999999986 -0.11118499999999999 -0.53937999999999986 0.096300000000000011 -0.010064999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.49996499999999994 0.084770000000000012 0.11690000000000002 -0.04886999999999999 0.10954500000000002 0.087405000000000024 0.106035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -3 -2 16 11 9 10 14 -9 12 13 -7 -8 -1 -5
right_child=4 3 -4 5 -6 6 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0020738059207714341 0.0058428250746927011 0.020602631258656252 -0.0099975518428120254 0.018798842887879003 -0.0068067730067618059 0.015837766800089272 0.0086966398900090568 0.0020918483715492999 -0.0044823634030585419 -0.01271366132631677 0.018466556065601786 -0.00024189102947274357 -0.0030339138216676415 0.0088325991618166313 -0.0011412175859724855 0.011717147209074368 0.011384629570261177
leaf_weight=94 74 55 53 57 100 163 82 61 54 60 110 85 52 1054 103 56 52
leaf_count=94 74 55 53 57 100 163 82 61 54 60 110 85 52 1054 103 56 52
internal_value=0 0.00756993 0.0015824 0.00818043 -0.00141673 0.00782605 0.00737973 0.00371881 0.00851945 -0.000682615 0.0126358 0.00864918 0.00924614 0.00977232 0.00320964 0.00568596 0.0152783
internal_weight=0 2191 203 1988 174 1933 1824 470 225 245 171 1354 1269 1217 185 150 109
internal_count=2365 2191 203 1988 174 1933 1824 470 225 245 171 1354 1269 1217 185 150 109
is_linear=0
shrinkage=0.16829


Tree=4502
num_leaves=24
num_cat=0
split_feature=1 3 4 3 4 10 1 3 13 15 1 3 4 16 155 3 15 42 42 42 3 15 15
split_gain=21.7204 2.51374 3.1336 1.81657 2.70156 1.70583 1.34489 1.10773 1.11426 0.911485 0.584657 0.561648 0.48271 0.611124 0.465469 0.642068 2.1882 0.335133 0.317617 0.532792 0.274162 0.213227 0.0968449
threshold=0.109225 -0.055839999999999994 0.30163500000000004 -0.065974999999999992 -0.37626499999999991 -1.0000000180025095e-35 0.093575000000000019 0.086245000000000016 -0.004004999999999999 -0.087404999999999983 0.11869500000000001 0.10632000000000001 0.053255000000000004 -0.095794999999999977 0.11245500000000001 -0.097224999999999992 0.03981500000000001 0.084175000000000014 0.087075000000000014 0.085790000000000019 -0.12595999999999999 -0.077559999999999976 0.076335000000000014
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 12 -5 -3 7 8 -6 -8 -7 -12 13 22 15 16 20 -14 19 -17 -15 -20 -1
right_child=1 5 -4 4 6 10 9 -9 -10 -11 11 -13 17 14 -16 18 -18 -19 21 -21 -22 -23 -24
leaf_value=0.0018076556489427611 0.0015618923077348299 0.00017073453740864652 0.00056068005949763331 0.0020529188695754346 0.0013676441299690031 0.0010129190211129572 0.0012851670981290273 0.0010500109095162814 0.0019152867250117375 0.00072105805460919575 0.00040495563741265773 0.00080938134516685709 0.001325733974557943 0.0010141103928811108 0.0019685264651715237 0.001697280963730661 0.0019267059207040021 0.0016337908540195345 0.0017762817574722273 0.002028539728026869 0.0013483470836269515 0.0015720795115560209 0.0020043525822115945
leaf_weight=60 85 69 57 62 100 71 70 55 69 57 62 96 74 57 53 538 69 85 71 60 53 329 63
leaf_count=60 85 69 57 62 100 71 70 55 69 57 62 96 74 57 53 538 69 85 71 60 53 329 63
internal_value=0 0.00079864 0.00116025 0.00161145 0.00141692 0.000626213 0.00130448 0.00145866 0.00159145 0.00103226 0.000763299 0.000650906 0.00166456 0.00168498 0.00166258 0.00164877 0.00146525 0.00149064 0.00168165 0.00173058 0.00117547 0.00160841 0.00190869
internal_weight=0 440 142 1925 413 298 351 224 169 127 229 158 1512 1353 1230 1177 179 159 998 598 110 400 123
internal_count=2365 440 142 1925 413 298 351 224 169 127 229 158 1512 1353 1230 1177 179 159 998 598 110 400 123
is_linear=0
shrinkage=0.0032998


Tree=4503
num_leaves=11
num_cat=0
split_feature=3 475 13 1374 3 2 151 16 2 483
split_gain=0.393865 0.289803 0.27375 0.247152 0.291225 0.266271 0.267106 0.258269 0.400868 0.272816
threshold=0.30112000000000005 0.036560000000000002 -0.46134499999999995 0.086000000000000007 0.12745000000000004 -0.045829999999999989 0.086470000000000005 -0.068504999999999996 0.12454500000000002 0.10761000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 8 -7 -9
right_child=2 -3 -4 -5 -6 6 -8 9 -10 -11
leaf_value=0.015778157788031183 0.0056140156173433526 0.017767293535316694 -0.011404790597260012 0.018233859268354226 0.018902731889546241 0.0091851779340796358 -0.0051595120380471234 0.0050366683555115397 -0.0040136242752873532 -0.0073741528863821215
leaf_weight=82 52 73 55 54 54 910 59 903 70 53
leaf_count=82 52 73 55 54 54 910 59 903 70 53
internal_value=0 0.00732073 -0.00311718 0.0069709 0.00668465 0.00636612 0.00597836 0.00631872 0.00824057 0.00434674
internal_weight=0 2258 107 2185 2131 2077 1995 1936 980 956
internal_count=2365 2258 107 2185 2131 2077 1995 1936 980 956
is_linear=0
shrinkage=0.16829


Tree=4504
num_leaves=24
num_cat=0
split_feature=1 1 12 13 12 150 1 0 12 0 13 13 133 1 12 12 13 40 403 13 133 12 1
split_gain=25.0663 3.93446 3.61859 2.81778 1.88957 1.87847 1.05274 0.843753 1.26449 0.888819 0.516065 0.53086 0.530169 0.399422 0.390163 0.386953 0.38509 0.372818 0.339305 0.253027 0.216091 0.0975977 0.0556442
threshold=0.10141500000000002 0.13630500000000004 -0.010219999999999998 -0.10278499999999999 0.11589000000000001 1.0000000180025095e-35 0.11230000000000001 -0.076539999999999983 1.0000000180025095e-35 -0.14216999999999999 0.0043500000000000006 -0.0059899999999999997 0.078935000000000019 0.15022500000000003 0.093840000000000021 0.10070000000000001 -0.077549999999999994 -0.0086349999999999986 -0.077859999999999985 -0.08533499999999998 -0.16322499999999998 0.094760000000000011 0.10625000000000001
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 16 -4 7 6 22 8 17 -10 11 12 -9 -3 -14 18 -2 -1 19 -11 -20 -8 -5
right_child=1 13 3 5 -6 -7 21 10 9 15 -12 -13 14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=0.0014701638046663308 0.0010707776710935815 0.00080106368459161535 0.00080512568641943091 0.0020867873756707589 0.0014021648763185776 0.0010694179219936269 0.0014270675339643874 0.0016121795794567005 0.0024260015495393135 0.0021282280878739865 0.0016068787505044131 0.002157621357546879 0.0021236901749523279 0.00043876827565834063 0.0017778942473498348 0.0017677357856227625 0.00071064571414495735 0.0018228102906074877 0.0022341852124926637 0.0018704856440274293 0.0020391792632679269 0.0016354564614074574 0.0019180927517259772
leaf_weight=52 53 91 55 52 73 53 52 92 58 54 101 62 67 53 81 73 86 95 73 224 656 56 53
leaf_count=52 53 91 55 52 73 53 52 92 58 54 101 62 67 53 81 73 86 95 73 224 656 56 53
internal_value=0 0.00114447 0.00129356 0.0014863 0.00192367 0.00162701 0.00176559 0.0019462 0.0019878 0.00202517 0.00181346 0.00188244 0.0018112 0.000667964 0.00193468 0.00200361 0.000848216 0.0016983 0.00202067 0.00192068 0.00205875 0.00153545 0.00200197
internal_weight=0 604 460 321 1761 266 213 1688 1285 1138 403 302 240 144 148 1080 139 147 1007 278 729 108 105
internal_count=2365 604 460 321 1761 266 213 1688 1285 1138 403 302 240 144 148 1080 139 147 1007 278 729 108 105
is_linear=0
shrinkage=0.0032998


Tree=4505
num_leaves=30
num_cat=0
split_feature=1 1 12 12 12 51 4 4 43 16 4 12 49 4 0 0 4 12 0 0 16 12 160 0 16 43 160 0 12
split_gain=36.2065 8.38668 6.14248 3.86864 1.81198 1.80609 1.59201 1.5452 0.904403 0.592053 0.586814 0.484789 0.787951 0.401861 0.386088 0.385932 0.379749 0.324129 0.413383 0.312768 0.55316 0.291443 0.28408 0.280245 0.178559 0.17435 0.135295 0.217523 0.0997218
threshold=0.10491000000000002 0.12450500000000002 0.087245000000000003 0.054520000000000006 0.094435000000000005 -0.097374999999999975 0.053255000000000004 0.50569000000000008 -0.074359999999999996 -0.034884999999999992 0.049545000000000006 -0.083994999999999986 -0.0073549999999999996 0.06301000000000001 -0.084044999999999995 -0.075914999999999996 -0.088499999999999981 0.085665000000000005 -0.092734999999999984 -0.06884499999999999 0.26538000000000006 0.088485000000000022 0.025410000000000002 -0.086409999999999987 -0.011989999999999999 -0.06656999999999999 -0.069009999999999988 -0.076859999999999984 0.10488500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 10 -1 -4 15 -7 -10 14 -2 -13 19 17 -3 -16 23 -19 26 -21 -20 25 24 -5 -18 -6 28 -28
right_child=1 7 6 4 13 8 -8 -9 9 -11 -12 12 -14 -15 16 -17 22 18 21 20 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.0017662819678497964 0.00028107078765057201 0.00011804245022847018 0.0018774200746805086 0.0017081910558058178 0.0014182871597755099 0.00080678781477227265 0.0011272430042358775 -0.00022213134147433506 0.0010747440302233307 0.0014968150323453539 0.0014513940237870508 0.00094236937753440139 0.00040341215554995694 0.001181710172083803 0.0014422883238905235 0.00049003373598957393 0.0017541579148623401 0.0021335625231547325 0.0018926859728660179 0.0011676206972648694 0.0016177888367723678 0.001618243617143185 0.0019289435984020749 0.0018693388710144272 0.0014774192841133845 0.0016068389696534157 0.0018147772667365541 0.0014819506549093215 0.0016014292174761444
leaf_weight=54 53 52 63 125 59 79 61 94 92 61 90 57 62 52 73 74 163 56 144 72 52 63 55 87 56 216 53 89 53
leaf_count=54 53 52 63 125 59 79 61 94 92 61 90 57 62 52 73 74 163 56 144 72 52 63 55 87 56 216 53 89 53
internal_value=0 0.000585967 0.000948661 0.00157494 0.00163976 0.00122169 0.00150867 9.78198e-05 0.00109478 0.00124325 0.00170942 0.000544732 0.000661864 0.00145694 0.00173176 0.000336793 0.00166566 0.00179481 0.0018785 0.00149471 0.00135669 0.00180933 0.00170315 0.00171255 0.00163699 0.00167029 0.00156196 0.00160525 0.00170844
internal_weight=0 516 296 1844 1558 286 124 220 232 153 1128 172 119 430 1038 126 507 531 263 378 124 207 434 268 181 379 254 195 106
internal_count=2360 516 296 1844 1558 286 124 220 232 153 1128 172 119 430 1038 126 507 531 263 378 124 207 434 268 181 379 254 195 106
is_linear=0
shrinkage=0.0032998


Tree=4506
num_leaves=24
num_cat=0
split_feature=13 52 16 52 52 16 16 3 43 43 43 2 13 3 43 43 2 13 43 3 13 16 52
split_gain=0.467512 0.564128 0.566841 0.675981 0.564833 0.584856 0.770065 0.337146 0.404233 0.272493 0.426313 0.352215 0.65907 0.325659 0.361627 0.265759 0.221911 0.162202 0.221466 0.158358 0.121246 0.115981 0.111589
threshold=-0.026884999999999996 -0.40011499999999994 0.22945500000000005 -0.11183499999999999 -0.080429999999999988 0.0063750000000000013 -0.053214999999999991 -0.086049999999999988 -0.094134999999999983 0.11098500000000001 -0.00045499999999999995 0.095120000000000024 -0.39451999999999993 -0.08397499999999998 -0.083154999999999993 0.0077000000000000011 0.087645000000000015 -0.080624999999999988 -0.013089999999999999 -0.10175499999999998 -0.11255999999999998 -0.080344999999999986 -0.074744999999999992
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=7 19 3 -3 -5 6 15 8 -1 10 13 21 -13 -9 -15 -6 -10 18 -16 -2 -11 -12 -19
right_child=1 2 -4 4 5 -7 -8 9 16 20 11 12 -14 14 17 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=0.0041992992256459317 0.0099308116122456026 0.023260507874085793 -0.010435545632329015 -0.00766802684784552 0.0079802757182793182 0.021282626214773153 -0.010280388569697258 -0.00013528396333206916 0.025191303934544825 0.022580784412155035 0.0038293784031275813 0.0069095921326776874 -0.017901768097900558 0.021197798008455601 0.0043913785010680504 -0.0023107710187696899 0.012708545146863303 0.0070184314531415376 0.014458640355240268 0.02234860274898515 0.011204077939577131 0.014103443709820262 0.015469098467776794
leaf_weight=61 57 55 71 103 484 62 90 78 102 54 75 66 56 91 224 83 68 62 86 61 54 54 163
leaf_count=61 57 55 71 103 484 62 90 78 102 54 75 66 56 91 224 83 68 62 86 61 54 54 163
internal_value=0 0.0053873 0.00401894 0.00519119 0.00397998 0.00565111 0.00417326 0.010152 0.0159889 0.00888189 0.00797222 0.00200845 -0.0044645 0.010096 0.0113736 0.00647066 0.0202088 0.00969927 0.00719003 0.0163654 0.0169091 0.00814408 0.0131485
internal_weight=0 1066 948 877 822 719 657 1294 231 1063 955 251 122 704 626 567 170 535 310 118 108 129 225
internal_count=2360 1066 948 877 822 719 657 1294 231 1063 955 251 122 704 626 567 170 535 310 118 108 129 225
is_linear=0
shrinkage=0.16829


Tree=4507
num_leaves=23
num_cat=0
split_feature=4 0 13 0 4 49 481 49 43 48 4 4 0 0 49 43 49 0 15 43 0 43
split_gain=0.451317 0.54406 0.509874 0.523059 0.492165 0.384913 0.366291 0.380221 0.507054 0.314322 0.419841 1.08373 0.477088 0.27473 0.26347 0.193697 0.189959 0.233584 0.390352 0.156368 0.142584 0.0593855
threshold=0.0053900000000000016 -0.10653 -0.15956499999999998 -0.00077999999999999999 -0.030434999999999993 -0.020999999999999994 -0.086729999999999988 0.08610000000000001 -0.081799999999999984 0.093265000000000015 -0.17689999999999997 -0.093344999999999997 0.12113000000000002 -0.053259999999999995 -0.074329999999999993 0.03851000000000001 0.084075000000000025 -0.080474999999999977 -0.11984499999999999 -0.038674999999999994 -0.099329999999999988 -0.076974999999999988
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 4 -2 5 -1 14 -3 9 -9 10 12 -12 -8 -13 -4 16 20 18 -18 -10 -7 -22
right_child=2 6 3 -5 -6 15 7 8 19 -11 11 13 -14 -15 -16 -17 17 -19 -20 -21 21 -23
leaf_value=0.0097835098581904815 0.014475024663098121 0.021781032603155146 0.0019328673477350736 -0.014194159910517288 -0.0094307870356623389 0.016642807088143141 0.028625079483514618 0.026364549404170916 0.0016740406201033644 -0.0018435513978705064 -0.014284998023859814 0.009138172684502878 0.0084799396373899678 -0.0034061444664674903 -0.014825062885422225 -0.0026519237595961039 0.0082152216735053487 0.011173807450955548 -0.012300662288520739 0.014185479844691486 0.010445470125910716 0.0026189173735728767
leaf_weight=65 94 62 54 57 90 68 58 75 52 94 63 932 79 52 52 75 52 58 53 63 60 52
leaf_count=65 94 62 54 57 90 68 58 75 52 94 63 932 79 52 52 75 52 58 53 63 60 52
internal_value=0 0.00812916 0.00297439 0.00111061 -0.00136159 0.00277888 0.00909181 0.00855467 0.0155877 0.00750765 0.00825158 0.0071023 0.0170217 0.00847344 -0.00627106 0.00507813 0.00677362 0.00259716 -0.0021233 0.00854376 0.0105456 0.00682775
internal_weight=0 1685 675 581 155 524 1530 1468 190 1278 1184 1047 137 984 106 418 343 163 105 115 180 112
internal_count=2360 1685 675 581 155 524 1530 1468 190 1278 1184 1047 137 984 106 418 343 163 105 115 180 112
is_linear=0
shrinkage=0.16829


Tree=4508
num_leaves=27
num_cat=0
split_feature=1 52 1 12 12 16 1 12 13 4 4 16 4 4 402 2 1 42 16 52 12 475 4 42 12 4
split_gain=30.9284 6.34358 3.42138 4.11431 2.14354 1.38635 1.28737 1.27669 0.866802 0.637407 0.574482 0.535468 0.525022 0.497149 0.354916 0.352996 0.303174 0.294978 0.546011 0.575363 0.332994 0.408964 0.32852 0.198636 0.183832 0.18019
threshold=0.10491000000000002 -0.40011499999999994 0.13554500000000003 0.089605000000000018 0.054520000000000006 0.15454000000000004 0.092655000000000015 0.094435000000000005 -0.11122999999999998 0.50569000000000008 0.16421000000000002 -0.0096099999999999988 0.020345000000000005 -9.4999999999999992e-05 0.11232500000000002 0.095195000000000016 0.12122500000000001 0.08426500000000002 0.0063750000000000013 -0.18817999999999999 0.083570000000000019 -0.0048199999999999988 0.0030100000000000001 -0.034284999999999989 0.099815000000000015 -0.052894999999999991
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=4 -2 3 10 5 6 13 8 -6 -4 11 -3 15 -1 17 23 -12 20 22 -20 -10 -22 -19 -9 -17 -26
right_child=1 2 9 -5 7 -7 -8 12 14 -11 16 -13 -14 -15 -16 24 -18 18 19 -21 21 -23 -24 -25 25 -27
leaf_value=0.0011466851991930997 0.0017217223174273166 0.00054340823638820523 0.00031956438680775243 0.0013219754362273522 0.0020748603882863622 0.0017139114803926736 0.00086359386522791759 0.0017526115039177678 0.0014601119848187758 -0.00013889146376266969 0.0007750775002760814 8.4138196342854233e-05 0.0012538156248182019 0.0015634361434910635 0.0019073585402561164 0.0015710232221503809 0.00044771206532721479 0.0016862720683798751 0.0016253801823231727 0.0011376736098197755 0.0019954290133444136 0.0016967866992717649 0.0014367815887729454 0.0015178642245205428 0.0011995980973319846 0.0014781648447223317
leaf_weight=55 55 56 65 89 59 71 85 88 54 67 76 55 96 75 62 62 53 361 53 54 60 354 71 78 53 53
leaf_count=55 55 56 65 89 59 71 85 88 54 67 76 55 96 75 62 62 53 361 53 54 60 354 71 78 53 53
internal_value=0 0.000662182 0.000535696 0.000715775 0.00157625 0.00131302 0.00118047 0.00162455 0.00168309 8.65964e-05 0.000490828 0.000316159 0.00147091 0.00138739 0.00166143 0.0015332 0.000640852 0.00164626 0.00159265 0.00137958 0.00170792 0.00174015 0.00164535 0.00164252 0.00142497 0.00133921
internal_weight=0 516 461 329 1844 286 215 1558 1128 132 240 111 430 130 1069 334 129 1007 539 107 468 414 432 166 168 106
internal_count=2360 516 461 329 1844 286 215 1558 1128 132 240 111 430 130 1069 334 129 1007 539 107 468 414 432 166 168 106
is_linear=0
shrinkage=0.0032998


Tree=4509
num_leaves=22
num_cat=0
split_feature=12 13 4 15 15 13 151 16 3 12 3 50 4 15 1429 13 12 13 12 12 50
split_gain=0.532159 0.535936 0.807227 0.575592 0.589401 0.357843 0.397066 0.478026 0.491579 0.344504 0.294499 0.293487 0.263688 0.360384 0.242423 0.203754 0.335967 0.345551 0.197976 0.0930715 0.0824094
threshold=0.083425000000000013 0.078685000000000019 -0.26545999999999997 -0.0087849999999999977 0.082725000000000007 -0.15956499999999998 -0.08212499999999999 -0.085314999999999988 0.0037100000000000002 0.084055000000000005 -0.046989999999999997 1.0000000180025095e-35 -0.014854999999999998 0.085095000000000018 0.084930000000000019 0.15578000000000003 0.10842500000000001 -0.099039999999999975 -0.016554999999999997 0.09159500000000001 0.11690000000000002
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 2 -1 5 -5 -4 -7 8 -8 -2 11 14 13 -13 15 16 17 -11 -9 -15 -14
right_child=9 -3 3 4 -6 6 7 18 -10 10 -12 12 20 19 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.019197306704095661 0.019629584696263001 -0.012637626275829903 0.015054659237157453 -0.016755727805794859 0.0057438464105784596 0.011973363330657344 0.001576041483323161 -0.00016387148965149036 -0.018164292035578618 0.019527491520408027 -0.0044840972573086607 0.028307210904796962 0.010710385319174003 0.0080305232398091651 0.016743826713800463 0.015391289794563653 -0.0052673427258701309 0.0057816877204116606 0.0140452689938757 0.016141021852797175 0.0019194705072861471
leaf_weight=87 72 59 79 82 55 92 79 52 65 55 54 52 60 80 67 66 73 927 59 83 62
leaf_count=87 72 59 79 82 55 92 79 52 65 55 54 52 60 80 67 66 73 927 59 83 62
internal_value=0 0.00271245 0.00410853 0.00177368 -0.00770994 0.0048278 0.00249432 -0.000918532 -0.00732205 0.00822913 0.00770815 0.00814106 0.012531 0.0160824 0.00689426 0.00630396 0.00573376 0.00655339 0.00737255 0.0121714 0.0062576
internal_weight=0 709 650 563 137 426 347 255 144 1651 1579 1525 337 215 1188 1121 1055 982 111 163 122
internal_count=2360 709 650 563 137 426 347 255 144 1651 1579 1525 337 215 1188 1121 1055 982 111 163 122
is_linear=0
shrinkage=0.16829


Tree=4510
num_leaves=20
num_cat=0
split_feature=1 123 1 16 4 50 484 16 160 51 49 151 15 0 4 4 160 1429 157
split_gain=21.5541 3.1911 3.16347 2.6288 1.66791 0.869188 0.78075 0.772284 0.704616 0.869397 0.586602 0.647754 0.444103 0.414 0.366355 0.371233 0.366195 0.305472 0.353318
threshold=0.10538500000000002 1.0000000180025095e-35 0.13891000000000003 0.23451000000000002 0.054560000000000004 0.099450000000000011 -1.0000000180025095e-35 -0.095794999999999977 0.091245000000000007 0.11178000000000002 -0.0019649999999999997 -0.067694999999999991 0.076335000000000014 -0.099059999999999995 0.24099500000000004 0.10686000000000001 0.14906500000000003 0.084770000000000012 -0.027269999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 10 -6 12 9 17 11 -2 -1 -12 15 -8 -10 18 -9
right_child=2 -3 -4 -5 6 -7 14 8 16 -11 13 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0018449778293361653 0.00083246517107665936 0.0010561533400513493 0.00041693086976790037 0.0016365958393423684 0.0018383673590156189 0.0013435281414435583 0.0013044806605903674 0.0019728229075954584 0.0013158809750842878 0.001396690773328146 0.00092158720031165135 0.0013309003708685538 0.0022094466586135811 0.00058369184479054417 0.0011398137743069321 0.0016744243671287741 0.0016892787600043034 0.0016215871754532427 0.0017957148778741799
leaf_weight=82 64 76 98 75 52 52 66 145 55 61 77 52 69 83 52 56 63 97 1006
leaf_count=82 64 76 98 75 52 52 66 145 55 61 77 52 69 83 52 56 63 97 1006
internal_value=0 0.00171968 0.000949246 0.0010786 0.00174761 0.000950907 0.00148157 0.00178569 0.00176175 0.00178392 0.000876808 0.00105621 0.00201176 0.000746524 0.00137474 0.00147458 0.00151554 0.00180281 0.00181806
internal_weight=0 1880 501 403 1804 328 226 1578 1427 1309 276 116 151 160 174 122 118 1248 1151
internal_count=2381 1880 501 403 1804 328 226 1578 1427 1309 276 116 151 160 174 122 118 1248 1151
is_linear=0
shrinkage=0.0032998


Tree=4511
num_leaves=27
num_cat=0
split_feature=4 3 1 1 3 47 0 150 15 52 16 0 151 16 4 3 0 16 3 16 0 16 42 16 52 0
split_gain=17.6106 5.94537 5.07901 1.38153 1.23791 1.09919 1.18656 0.978831 0.808306 0.946179 0.800337 0.746398 0.599415 0.582775 0.492791 0.359395 0.344326 0.332218 0.273832 0.316672 0.259143 0.198771 0.174308 0.158965 0.105351 0.0263288
threshold=0.30163500000000004 -0.050489999999999993 0.10574000000000001 0.12958500000000003 -0.14265999999999998 0.094160000000000008 -0.13010499999999997 0.08486500000000001 0.03981500000000001 -0.14689999999999998 -0.0011349999999999999 -0.15202999999999997 -1.0000000180025095e-35 -0.013024999999999998 -0.0041799999999999988 -0.088534999999999989 -0.089044999999999985 0.41134500000000007 -0.10032499999999998 -0.091624999999999984 -0.071719999999999992 -0.10803999999999998 0.11214000000000002 0.26753000000000005 -0.097839999999999996 -0.10566999999999999
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 4 7 12 8 6 -4 11 9 -1 14 -3 -2 -13 18 -12 21 24 -6 -20 -5 25 -21 -15 -17 -16
right_child=3 2 5 20 10 -7 -8 -9 -10 -11 15 13 -14 23 16 17 -18 -19 19 22 -22 -23 -24 -25 -26 -27
leaf_value=0.0019615817186791743 0.00049605523074105107 0.00181488782815258 0.00082629313166274806 0.0001161940924205366 0.0013909007604675366 0.0010497064988878528 0.00012713856771247081 0.00098493237090114855 0.0021699899267249028 0.0013499591368174703 0.0012133434495268816 0.001178958435509702 0.0009351186010174683 0.0016700358393328704 0.0015109676870039071 0.0014565151454623186 0.0016230184928361644 0.001276473352499826 0.0018213695931231209 0.0016305376870434523 0.00043910731664309959 0.0012057712558196194 0.0014596004246777983 0.0014099202085677269 0.0016154067982683382 0.0013924797738301979
leaf_weight=60 55 58 53 55 55 56 53 52 55 52 85 85 90 57 53 102 89 78 92 650 54 58 77 52 97 58
leaf_count=60 55 58 53 55 55 56 53 52 55 52 85 85 90 57 53 102 89 78 92 650 54 58 77 52 97 58
internal_value=0 0.00147721 0.00114756 0.000557685 0.00156967 0.000675222 0.000477048 0.00139915 0.0018402 0.00167793 0.00153941 0.00148448 0.00076882 0.00138551 0.00158284 0.00140349 0.00145478 0.00146171 0.00162061 0.00163599 0.000276493 0.00136598 0.00161248 0.00154627 0.00153414 0.00144937
internal_weight=0 2127 466 254 1661 162 106 304 167 112 1494 252 145 194 1132 362 258 277 874 819 109 169 727 109 199 111
internal_count=2381 2127 466 254 1661 162 106 304 167 112 1494 252 145 194 1132 362 258 277 874 819 109 169 727 109 199 111
is_linear=0
shrinkage=0.0032998


Tree=4512
num_leaves=22
num_cat=0
split_feature=9 1 4 48 12 43 1186 160 1 4 0 2 1213 160 49 12 43 4 1 1 2
split_gain=0.734438 0.378275 0.519304 0.709332 0.409194 0.735443 0.335591 0.302425 0.282294 0.364662 0.353885 0.317351 0.250476 0.244382 0.162662 0.229846 0.313201 0.265647 0.429258 0.17181 0.142925
threshold=0.085355000000000014 0.086920000000000011 0.0099250000000000015 0.081275000000000014 -0.016554999999999997 -0.051239999999999987 0.049580000000000006 -0.11922499999999998 0.081540000000000015 -0.15333499999999997 -0.087219999999999978 0.083855000000000013 -0.096064999999999984 -0.076689999999999994 -0.0058449999999999986 0.091735000000000025 -0.040789999999999993 -0.15618499999999999 0.090965000000000004 0.10915500000000002 0.11252000000000002
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 6 7 4 5 -4 8 -3 9 -1 -10 -11 -13 -14 19 17 -17 -16 -19 -9 -6
right_child=-2 2 3 -5 20 -7 -8 14 10 11 -12 12 13 -15 15 16 -18 18 -20 -21 -22
leaf_value=-0.0019727486318561853 -0.0097623828414017764 -0.0028775872285637092 0.00048873759606195451 -0.013204403438558377 0.0036290160079713234 0.027462445507078426 0.023545626258659583 0.019658187798250928 0.0087183217077563789 -0.00010978851023889948 0.02814540137787002 0.019876353564702746 0.014293180789013982 0.0083440198246612571 0.01443232386154928 0.0041333062445990509 0.019170189845358395 0.0085900368359240198 -0.010423353693646583 0.007897570242649192 -0.006434005868675337
leaf_weight=78 63 53 64 78 99 52 53 92 55 83 52 78 269 730 55 66 98 80 58 58 67
leaf_count=78 63 53 64 78 99 52 53 92 55 83 52 78 269 730 55 66 98 80 58 58 67
internal_value=0 0.00864034 0.00598562 0.00099327 0.00492666 0.0125959 0.0103861 0.00919177 0.00986619 0.0091465 0.0181763 0.00989572 0.0106685 0.00994774 0.010457 0.00849159 0.0131297 0.00454107 0.000585883 0.0151227 -0.000421742
internal_weight=0 2318 920 360 282 116 1398 560 1345 1238 107 1160 1077 999 507 357 164 193 138 150 166
internal_count=2381 2318 920 360 282 116 1398 560 1345 1238 107 1160 1077 999 507 357 164 193 138 150 166
is_linear=0
shrinkage=0.16829


Tree=4513
num_leaves=14
num_cat=0
split_feature=15 40 0 131 13 15 13 160 42 1213 42 160 0
split_gain=0.531458 0.42806 0.380058 0.378045 0.467707 0.393522 0.319571 0.297406 0.268585 0.263042 0.188069 0.265757 0.100432
threshold=-0.37478999999999996 -0.08440499999999998 0.057400000000000007 0.094990000000000019 -0.16392499999999996 0.083995000000000014 -0.13033499999999998 0.11281500000000001 0.084775000000000003 -0.096064999999999984 0.095355000000000009 -1.0000000180025095e-35 0.12539500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 -5 -6 9 -9 -8 11 -1 -4
right_child=1 2 12 5 6 -7 7 8 -10 -11 -12 -13 -14
leaf_value=0.0015130584792378654 -0.0052714965611846713 -0.0062047985586206359 0.02118087413154324 0.022591191607435532 0.019946319610034288 0.0068598655103153201 0.015351982121636092 -0.010472769043950057 0.0062456726014572684 0.0067715781316275833 0.0059817721739476261 -0.014595177146736095 0.011468850767293736
leaf_weight=61 72 77 70 90 54 91 109 52 57 1485 53 55 55
leaf_count=61 72 77 70 90 54 91 109 52 57 1485 53 55 55
internal_value=0 0.0074767 0.00790645 0.00734628 0.00662034 0.014692 0.00718342 0.00677767 -0.00171362 0.00735945 -0.00230657 -0.00610898 0.016922
internal_weight=0 2212 2140 2015 1834 181 1757 1703 109 1594 169 116 125
internal_count=2381 2212 2140 2015 1834 181 1757 1703 109 1594 169 116 125
is_linear=0
shrinkage=0.16829


Tree=4514
num_leaves=23
num_cat=0
split_feature=1 52 1 124 14 12 52 457 12 15 15 12 151 16 16 16 16 15 16 133 16 133
split_gain=19.6701 5.58068 2.26816 1.98886 1.6876 1.66891 0.967839 0.921857 0.770049 0.673163 0.606684 0.541855 0.424242 0.436458 0.415531 0.425037 0.395607 0.377679 0.289722 0.215005 0.177475 0.117314
threshold=0.10538500000000002 -0.40011499999999994 0.13891000000000003 -0.043384999999999993 0.062655000000000016 0.089605000000000018 -0.080064999999999983 0.083415000000000017 0.091475000000000015 -0.033689999999999991 0.090125000000000011 0.083795000000000022 -0.0033899999999999994 -0.42004999999999992 -0.25959999999999994 0.0060650000000000009 -0.0032799999999999995 -0.066639999999999991 0.15050500000000003 0.062925000000000009 -0.040484999999999993 0.14391000000000001
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 5 -1 7 6 -3 8 14 17 19 -9 -8 -14 -5 16 -16 20 -17 -11 -10 -12
right_child=1 2 -4 4 -6 -7 12 11 9 10 21 -13 13 -15 15 18 -18 -19 -20 -21 -22 -23
leaf_value=0.0012436277826994488 0.0019914604684875053 0.00048140157064323802 0.00041451966820443321 0.0015482987992392141 0.0022703625178605155 0.0013826296103332495 0.0011764829242558923 0.0012144622394057289 0.0014941024258638628 0.0020708382566786078 0.0017122907192480014 0.0016839459954830431 0.001073114087381554 0.00069245113222283063 0.001843067304875292 0.0014939283974256621 0.0021262045355245509 0.0012755204226415132 0.0017792156233898456 0.0017875357172629895 0.0017213479913079539 0.0015601778052861705
leaf_weight=86 55 57 92 62 68 91 71 56 88 66 159 53 59 76 718 60 60 55 122 58 72 97
leaf_count=86 55 57 92 62 68 91 71 56 88 66 159 53 59 76 718 60 60 55 122 58 72 97
internal_value=0 0.000999216 0.000876775 0.00173523 0.00175877 0.000996809 0.000863178 0.0017386 0.0017585 0.00166341 0.0017475 0.00144307 0.000968645 0.000859076 0.00181383 0.00183094 0.00186495 0.00151461 0.00168536 0.00193861 0.00159658 0.00165479
internal_weight=0 501 446 1880 1794 354 263 1726 1617 595 380 109 206 135 1022 960 778 215 182 124 160 256
internal_count=2381 501 446 1880 1794 354 263 1726 1617 595 380 109 206 135 1022 960 778 215 182 124 160 256
is_linear=0
shrinkage=0.0032998


Tree=4515
num_leaves=23
num_cat=0
split_feature=1 12 1 3 39 0 3 3 12 52 15 15 52 49 1 12 1455 156 42 39 12 16
split_gain=36.1335 7.04438 3.19113 3.11096 2.25371 2.23964 1.99258 1.27834 0.901503 0.70064 0.63308 0.507999 0.468015 0.433836 0.413074 0.439586 0.331563 0.331355 0.595459 0.280315 0.263226 0.213557
threshold=0.11654500000000001 0.054520000000000006 0.088735000000000022 0.31400500000000003 0.087735000000000021 -0.076209999999999986 -0.0053599999999999993 -0.14443999999999999 0.090175000000000019 0.024560000000000002 -0.030229999999999996 -0.084629999999999997 -0.090234999999999996 0.10470500000000001 0.096325000000000008 0.083705000000000016 0.083295000000000022 0.088610000000000008 0.11387000000000001 0.10616500000000001 0.094685000000000005 -0.013324999999999998
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 2 9 4 11 7 -4 -3 -7 12 -8 -2 -1 14 15 -9 -17 18 20 -6 -10 -22
right_child=3 5 6 -5 19 8 10 13 17 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23
leaf_value=0.0025754275886563146 0.0015374261143415164 0.0031039375365931915 0.0015502788972577475 0.00061377833110007459 0.00094410884083097292 0.0028166593745059436 0.0019819620808704625 0.0024120207306623995 0.0026838583662089294 0.0028253567367319691 0.0024257797676406744 0.0019650544524170326 0.0021255682756043254 0.0024133906432101493 0.002394269747553409 0.002730306863725458 0.0024780809453485509 0.0021211225968877949 0.0021795261586940833 0.0012848408810111794 0.0025564941668587571 0.0023170534215481917
leaf_weight=52 59 78 102 60 56 55 96 58 61 52 57 65 52 73 54 901 64 56 96 52 79 97
leaf_count=52 59 78 102 60 56 55 96 58 61 52 57 65 52 73 54 901 64 56 96 52 79 97
internal_value=0 0.00252428 0.00213677 0.00128454 0.00145786 0.00261952 0.00190877 0.00269239 0.00241789 0.00250924 0.00214754 0.00176187 0.00235084 0.00266444 0.00268143 0.00269655 0.00271362 0.00236142 0.00240172 0.00110849 0.00249157 0.00242473
internal_weight=0 2083 411 292 232 1672 255 1228 444 156 153 124 104 1150 1077 1023 965 389 333 108 237 176
internal_count=2375 2083 411 292 232 1672 255 1228 444 156 153 124 104 1150 1077 1023 965 389 333 108 237 176
is_linear=0
shrinkage=0.0032998


Tree=4516
num_leaves=14
num_cat=0
split_feature=3 160 3 15 3 160 160 16 49 4 0 3 160
split_gain=1.12685 0.487128 0.411903 0.386178 0.386111 0.284937 0.298103 0.273155 0.247422 0.196984 0.312006 0.269089 0.0929661
threshold=0.31534000000000006 -0.54119499999999987 0.12991000000000003 -0.40312499999999996 0.094285000000000008 0.091625000000000026 0.10460500000000002 -0.41574999999999995 -1.0000000180025095e-35 0.032965000000000001 -0.086224999999999982 -0.018739999999999996 0.40629500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 9 -7 -3 -6 10 -5 -11 -8
right_child=-2 2 -4 4 8 6 12 -9 -10 11 -12 -13 -14
leaf_value=0.022625862350774375 -0.013820764831470725 0.0061716572075658062 0.021160423679833798 0.012363549918885077 0.0067590599028331784 0.025730692347570611 0.0061606240096064987 -0.0096284434506132832 -0.0093554013061916651 0.0013140169633987532 0.0071467961377957205 0.013933758710122295 0.015192547320335037
leaf_weight=67 66 64 66 486 52 53 65 60 56 224 989 61 66
leaf_count=67 66 64 66 486 52 53 65 60 56 224 989 61 66
internal_value=0 0.00847111 0.0080473 0.00764875 0.00819999 0.00874425 0.0150569 -0.00145906 -0.00157995 0.00808327 0.00886689 0.00402139 0.0107248
internal_weight=0 2309 2242 2176 2052 1944 184 124 108 1760 1475 285 131
internal_count=2375 2309 2242 2176 2052 1944 184 124 108 1760 1475 285 131
is_linear=0
shrinkage=0.16829


Tree=4517
num_leaves=9
num_cat=0
split_feature=2 40 43 0 160 0 11 3
split_gain=0.794731 0.423099 0.511184 0.418602 0.32931 0.413475 0.469025 0.42354
threshold=0.17000000000000001 1.0000000180025095e-35 -0.50504499999999986 0.13134000000000004 -0.54119499999999987 0.10396000000000001 0.083010000000000014 -0.10175499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=0.023699011896831716 -0.013640765323428854 -0.0077052506347422833 0.018701781395323896 0.021895409217178387 -0.0025594143693339448 -0.008279346773097402 0.021555474399858013 0.0068782309691608539
leaf_weight=53 54 54 62 52 145 54 58 1843
leaf_count=53 54 54 62 52 145 54 58 1843
internal_value=0 0.00700062 0.0073517 0.00695956 0.00659949 0.00624133 0.00662546 0.00618897
internal_weight=0 2321 2267 2214 2162 2100 2046 1988
internal_count=2375 2321 2267 2214 2162 2100 2046 1988
is_linear=0
shrinkage=0.16829


Tree=4518
num_leaves=16
num_cat=0
split_feature=4 15 13 43 13 13 16 0 4 16 0 2 43 4 42
split_gain=0.615483 0.615898 0.346497 0.304598 0.373943 0.356016 0.340331 0.489092 0.296993 0.488217 0.383592 0.259017 0.235628 0.141257 0.13407
threshold=0.40124500000000002 -0.41309499999999993 -0.0074049999999999993 0.085460000000000022 -0.16152999999999998 -0.10899499999999999 -0.34140499999999996 -0.22607999999999998 0.036620000000000007 0.41593000000000008 -0.14822499999999997 0.092735000000000026 -0.085349999999999995 -0.068189999999999987 -0.046819999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -6 -8 10 11 -9 -10 -12 -7 -15
right_child=1 -3 -4 5 6 13 7 8 9 -11 12 -13 -14 14 -16
leaf_value=-0.0068686460453847376 -0.0024821295674292455 -0.013668846612699291 0.0142745797424396 0.024510749026724999 0.016210280803001059 0.015370604030920646 -0.01032037760498244 0.020673367060462921 0.00022001559284470247 0.0099910607870547993 0.0099517750282455564 -0.016041763428192812 0.0050833625487448396 -0.0012373728170570345 0.010762790600657981
leaf_weight=65 90 90 57 52 90 55 53 55 59 78 381 52 1093 52 53
leaf_count=65 90 90 57 52 90 55 53 55 59 78 381 52 1093 52 53
internal_value=0 -0.00270016 0.00400315 0.00633376 0.00566561 0.0123954 0.00610437 0.00558978 0.00608165 -0.000202619 0.00685963 -0.00738193 0.00634297 0.00844667 0.00480274
internal_weight=0 237 147 2138 1926 212 1861 1771 1718 189 1529 111 1474 160 105
internal_count=2375 237 147 2138 1926 212 1861 1771 1718 189 1529 111 1474 160 105
is_linear=0
shrinkage=0.16829


Tree=4519
num_leaves=11
num_cat=0
split_feature=4 14 150 4 15 10 41 39 4 13
split_gain=0.478162 0.264352 0.227353 0.334312 0.513733 0.261199 0.214826 0.208175 0.344108 0.0117902
threshold=0.59999500000000017 0.076175000000000007 0.12068000000000002 0.40124500000000002 -0.44206999999999991 -0.010699999999999999 0.077300000000000021 0.094095000000000026 -0.26545999999999997 -0.068549999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7 -6
right_child=-2 -3 -4 4 9 6 -8 -9 -10 -11
leaf_value=0.016305850314235506 -0.011127073249474193 0.014790264974923967 0.014534327050043008 0.009717746395200828 -0.008248798771246086 0.0117384190649002 0.015115882454634418 -0.0060465689868425153 0.0038097501363922831 -0.012023037711948433
leaf_weight=55 54 74 63 57 52 171 53 54 1690 52
leaf_count=55 54 74 63 57 52 171 53 54 1690 52
internal_value=0 0.0048826 0.00455551 0.00426684 -0.00310698 0.00485457 0.00453362 0.00423981 0.00453925 -0.0101532
internal_weight=0 2321 2247 2184 161 2023 1968 1915 1861 104
internal_count=2375 2321 2247 2184 161 2023 1968 1915 1861 104
is_linear=0
shrinkage=0.16829


Tree=4520
num_leaves=16
num_cat=0
split_feature=48 0 16 482 15 16 51 1 1456 0 15 0 1 52 48
split_gain=0.385354 1.41035 0.515106 0.417903 0.567537 0.65951 0.55068 0.667998 0.437178 0.31064 0.672083 0.28814 0.260109 0.227635 0.113348
threshold=0.093265000000000015 -0.061654999999999995 -0.51433499999999988 0.093960000000000016 -0.26826999999999995 -0.4058199999999999 0.10446500000000002 0.081005000000000008 -0.086779999999999982 -0.13740499999999997 -0.016949999999999996 0.0037850000000000002 0.091485000000000025 -1.0000000180025095e-35 0.10445500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 4 5 -4 8 -8 -6 10 -10 -11 -5 14 -2
right_child=1 -3 3 12 6 -7 7 -9 9 11 -12 -13 -14 -15 -16
leaf_value=0.016924931119601777 0.0032734490378660305 -0.025722711840915773 0.0032772071720685884 0.0064302972825254299 -0.010413849241185491 -0.020843266363276824 0.003845906025751532 0.029845662500887767 0.0066382828496904323 0.0056859058932324791 -0.017029968178241775 -0.002201838835407679 0.02301753449296761 -0.0018427431373770023 0.013464805529436288
leaf_weight=95 57 56 75 56 60 56 61 52 80 1344 59 145 52 101 69
leaf_count=95 57 56 75 56 60 56 61 52 80 1344 59 145 52 101 69
internal_value=0 -0.00179906 0.00480537 0.0042401 0.00366936 -0.00702012 0.00444788 0.0158263 0.00368511 0.00420583 -0.00339503 0.00491658 0.0144334 0.0040949 0.00886869
internal_weight=0 283 2135 2040 1932 131 1801 113 1688 1628 139 1489 108 227 126
internal_count=2418 283 2135 2040 1932 131 1801 113 1688 1628 139 1489 108 227 126
is_linear=0
shrinkage=0.16829


Tree=4521
num_leaves=12
num_cat=0
split_feature=2 0 3 12 34 2 15 447 159 15 2
split_gain=0.595332 0.407789 0.748525 0.483447 0.375678 0.297455 0.529929 0.357342 0.336206 0.269995 0.175604
threshold=-0.13811499999999996 0.0037850000000000002 -0.015069999999999998 -0.11875499999999999 -1.0000000180025095e-35 0.13775000000000001 -0.091059999999999988 0.085445000000000007 0.11389500000000001 0.10440500000000001 0.10322500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 -2 -5 7 -7 8 9 -6 -3
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=0.019773026790069304 0.018661738779834527 -0.00534021803211303 -0.020197011763204285 0.017199955245261068 0.0027013476149270353 0.0052636699619838159 -0.017814608486179509 0.015909534439522532 -0.0084357538191469888 0.0098341144423637807 0.0062909366822726815
leaf_weight=61 59 58 59 53 1616 60 53 62 71 166 100
leaf_count=61 59 58 59 53 1616 60 53 62 71 166 100
internal_value=0 0.00292784 -0.00401964 0.00363316 0.00320621 0.00283961 -0.00554476 0.0033353 0.0029136 0.0033668 0.0020099
internal_weight=0 2357 217 2140 2081 2028 113 1915 1853 1782 158
internal_count=2418 2357 217 2140 2081 2028 113 1915 1853 1782 158
is_linear=0
shrinkage=0.16829


Tree=4522
num_leaves=13
num_cat=0
split_feature=160 48 402 401 403 403 16 15 16 1 13 1
split_gain=0.314924 0.292002 0.309013 0.473182 0.376639 0.383786 0.255965 0.398701 0.350516 0.258197 0.224047 0.34042
threshold=-0.52850499999999989 0.13438000000000003 0.10842 0.10977000000000002 0.085745000000000016 0.11447500000000001 -0.50327499999999992 -0.2987999999999999 -0.34140499999999996 0.10871500000000002 -0.16392499999999996 0.10658000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 9 8 -8 -2 -9 -12
right_child=1 -3 3 -5 5 -7 7 10 -10 -11 11 -13
leaf_value=-0.0069721558720239199 0.0030029100257917573 -0.0091714560191751143 -0.0153013653599961 0.0051728876746679033 0.019012956858121859 0.0014229340175779042 0.0028495705946283575 -0.0054099457383627063 -0.014688485237298836 0.016729162194217554 0.0030749716350675247 0.011299099679476255
leaf_weight=90 78 53 61 67 90 58 62 77 67 78 1479 158
leaf_count=90 78 53 61 67 90 58 62 77 67 78 1479 158
internal_value=0 0.00316771 0.00345596 -0.00457034 0.00393531 0.0121317 0.00332757 0.00277218 -0.00624542 0.00987755 0.00345191 0.00386985
internal_weight=0 2328 2275 128 2147 148 1999 1843 129 156 1714 1637
internal_count=2418 2328 2275 128 2147 148 1999 1843 129 156 1714 1637
is_linear=0
shrinkage=0.16829


Tree=4523
num_leaves=18
num_cat=0
split_feature=4 40 3 14 0 4 0 376 3 160 0 4 0 48 16 52 0
split_gain=15.1282 5.09886 2.96281 1.42596 1.34475 1.90615 1.64857 1.06919 0.933302 1.16446 0.859111 0.553997 0.881406 0.537631 0.407585 0.374481 0.225732
threshold=0.27552000000000004 -0.026419999999999996 0.10323000000000002 0.076175000000000007 -0.073574999999999988 -0.49269499999999994 1.0000000180025095e-35 0.083785000000000012 -0.066704999999999987 -0.069009999999999988 -0.095869999999999983 0.055260000000000011 -0.13513499999999998 0.091220000000000009 0.0063750000000000013 1.0000000180025095e-35 -0.070184999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 11 -6 16 -1 -2 -10 -11 12 -3 -4 -14 -13 -7
right_child=8 2 13 -5 5 6 -8 -9 9 10 -12 15 14 -15 -16 -17 -18
leaf_value=0.001162055174708175 0.001003323595220633 0.0012589588017501794 0.0012738775695948518 0.0020764096552399595 0.0018324271128856457 0.0012356131338801708 0.00082408786565141452 0.00060455000490748179 0.00098053050582439199 0.00063577166406836121 0.00011836019035436871 0.0012704356616497483 0.0016926021834887727 0.00080702581595748957 0.0015074620568007492 0.0016119426478148058 0.0014606880191500144
leaf_weight=96 72 61 52 64 95 65 64 62 53 79 63 77 1012 57 153 67 226
leaf_count=96 72 61 52 64 95 65 64 62 53 79 63 77 1012 57 153 67 226
internal_value=0 0.00151467 0.00155993 0.00159057 0.00157347 0.00141635 0.00130491 0.00094351 0.000681632 0.000562673 0.000406464 0.00162505 0.00164798 0.00103007 0.00166832 0.00142958 0.00141053
internal_weight=0 2151 1993 1884 1820 450 355 158 267 195 142 1370 1226 109 1165 144 291
internal_count=2418 2151 1993 1884 1820 450 355 158 267 195 142 1370 1226 109 1165 144 291
is_linear=0
shrinkage=0.0032998


Tree=4524
num_leaves=19
num_cat=0
split_feature=2 9 2 13 123 2 0 0 11 16 0 50 42 0 0 1456 49 0
split_gain=9.904 5.18425 2.40041 1.76886 1.6011 0.878799 0.57866 0.563816 0.557247 0.534862 0.509117 0.599999 0.638684 0.405674 0.850863 0.376202 0.337629 0.183434
threshold=0.11366500000000002 -1.0000000180025095e-35 0.15355500000000002 -0.14819499999999997 1.0000000180025095e-35 0.10836000000000003 -0.069974999999999996 -0.076329999999999995 1.0000000180025095e-35 0.40052000000000004 0.11026000000000001 0.089465000000000017 0.08512500000000002 -0.11471499999999998 -0.15385999999999997 -0.10108499999999998 1.0000000180025095e-35 -0.068669999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 7 -7 8 13 16 11 12 -9 14 -3 -15 17 -5
right_child=2 4 -4 9 -6 6 -8 10 -10 -11 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.00036169742813252023 0.00034950134995312339 0.0014183508464784473 0.00020563361410935293 0.00061970149880388476 0.0008118947650235499 0.00076388913199892689 0.00125894600885834 0.0012293775485399338 0.0016531294443554339 0.0012137471380386641 0.0014779594906846201 0.0014171570702582157 0.00089496854619773136 0.0011000824922138778 0.00089525786450293278 0.0013758508443724436 0.001085729033870679 0.00087992551040370058
leaf_weight=68 67 72 88 54 74 52 52 145 67 65 68 78 111 58 65 1113 52 69
leaf_count=68 67 72 88 54 74 52 52 145 67 65 68 78 111 58 65 1113 52 69
internal_value=0 0.00125809 0.00068663 0.00082439 0.00128926 0.00130802 0.00101176 0.00132534 0.00135734 0.000956816 0.00121579 0.00116231 0.00108452 0.00134216 0.00117043 0.00136222 0.000861184 0.000765967
internal_weight=0 2023 395 307 1955 1881 104 1777 1375 240 402 334 256 1308 137 1171 175 123
internal_count=2418 2023 395 307 1955 1881 104 1777 1375 240 402 334 256 1308 137 1171 175 123
is_linear=0
shrinkage=0.0032998


Tree=4525
num_leaves=22
num_cat=0
split_feature=12 2 2 15 0 2 49 15 0 481 158 2 3 0 50 2 12 12 13 2 3
split_gain=13.1259 6.26346 1.83993 1.55653 1.09787 2.17931 1.02959 0.551617 0.540337 0.608858 0.590603 0.494384 0.483606 0.518693 0.423349 0.387067 1.00017 0.759918 0.381564 0.429649 0.198823
threshold=-0.011819999999999999 0.13574000000000003 0.10188000000000001 -0.25061999999999995 -0.068669999999999995 0.099675000000000014 -0.046979999999999987 -0.4680149999999999 -0.076539999999999983 -0.083994999999999986 0.099230000000000013 0.09678500000000001 0.084735000000000019 -0.13010499999999997 0.089465000000000017 0.114805 0.094410000000000008 0.097145000000000023 -0.061199999999999991 0.086885000000000004 -0.081509999999999985
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 8 7 5 -5 -4 -1 9 -2 12 14 13 -11 18 17 -17 20 -10 -20 -8
right_child=1 -3 6 4 -6 -7 15 -9 11 10 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22
leaf_value=0.00044335370414168659 0.001116592931985883 0.00039018555006830528 0.00068070267486126815 0.0013225029025851077 0.00039101645215798423 0.00050908761061141741 0.0012759480985269382 -8.0366323959715088e-06 0.0012691679957353812 0.0016941489712588183 0.0017164403850114074 0.0014905032655444751 0.0010706870429717703 0.0013700648180232388 0.001368245194331466 0.0006853409073866825 0.0012760251801055206 0.00097999536796698327 0.00077093911121924638 0.0011591101398885674 0.0015530448740967851
leaf_weight=66 98 89 60 66 77 79 60 53 72 58 58 60 56 963 76 57 70 72 63 63 58
leaf_count=66 98 89 60 66 77 79 60 53 72 58 58 60 56 963 76 57 70 72 63 63 58
internal_value=0 0.00124676 0.00128596 0.000546971 0.000710279 0.000879575 0.00107851 0.000242018 0.00133585 0.00136797 0.00138965 0.00121716 0.00137202 0.00138851 0.00115717 0.00115369 0.00101119 0.00124876 0.00107598 0.000965304 0.00141245
internal_weight=0 2033 1944 341 222 145 377 119 1567 1233 1135 334 1077 1021 274 317 127 190 198 126 118
internal_count=2374 2033 1944 341 222 145 377 119 1567 1233 1135 334 1077 1021 274 317 127 190 198 126 118
is_linear=0
shrinkage=0.0032998


Tree=4526
num_leaves=20
num_cat=0
split_feature=1 2 155 123 2 2 2 14 13 13 130 49 49 43 39 43 42 130 1
split_gain=18.9794 4.29879 2.70392 2.32815 1.73426 2.5517 1.42195 1.0115 0.975694 0.942264 0.464106 0.331353 0.404228 0.458269 0.143866 0.13074 0.150664 0.0787477 0.00720926
threshold=0.10322500000000003 0.14461000000000004 0.084785000000000013 1.0000000180025095e-35 -0.007134999999999999 1.0000000180025095e-35 0.10060500000000001 0.062655000000000016 -1.0000000180025095e-35 0.0083850000000000018 -0.0034949999999999994 -0.091004999999999989 -0.047749999999999994 -0.019324999999999998 0.0095750000000000019 -0.06513999999999999 0.090705000000000022 -0.072444999999999982 0.11230000000000001
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 -2 -6 7 10 14 15 17 -12 -13 -14 -7 -8 -17 -1 -10
right_child=1 -3 -4 -5 5 8 9 -9 18 -11 11 12 13 -15 -16 16 -18 -19 -20
leaf_value=0.0019473014171188404 0.00058166147635768813 0.00026684113106329333 0.0017109066839794786 0.0010368388382714544 0.0015548766632471382 0.00057694991763511307 0.0016647566245396139 0.002117088191402848 0.0010863499873300252 0.0011473701560030098 0.0019108104604261692 0.0013721880676319169 0.0016013100771277362 0.0017374612222370901 0.00081380356708483134 0.0015977052717311025 0.0013608256306601204 0.0017855127276172691 0.0011638904647999708
leaf_weight=64 98 88 61 69 90 63 88 61 52 83 56 57 631 489 53 70 56 92 53
leaf_count=64 98 88 61 69 90 63 88 61 52 83 56 57 631 489 53 70 56 92 53
internal_value=0 0.000936723 0.00106207 0.00163271 0.000965217 0.00108597 0.00165623 0.00169897 0.000894849 0.00144741 0.00168059 0.00165886 0.00164684 0.00166079 0.000685471 0.00156362 0.00149271 0.00185211 0.00112583
internal_weight=0 558 470 1816 409 311 1747 1450 221 297 1389 1233 1177 1120 116 214 126 156 105
internal_count=2374 558 470 1816 409 311 1747 1450 221 297 1389 1233 1177 1120 116 214 126 156 105
is_linear=0
shrinkage=0.0032998


Tree=4527
num_leaves=19
num_cat=0
split_feature=3 14 1 12 13 481 156 1 3 12 15 42 16 475 3 42 1 16
split_gain=0.441811 0.599806 0.447589 0.557009 0.623114 0.524014 0.484203 0.411642 0.352027 0.325966 0.280429 0.266205 0.267967 0.25731 0.287208 0.216986 0.182601 0.115181
threshold=0.31840500000000005 -0.10708499999999999 0.090785000000000018 -0.010219999999999998 -0.009329999999999998 -0.083994999999999986 0.091015000000000013 0.09227500000000001 0.077930000000000013 0.084955000000000017 -0.085064999999999988 0.089370000000000019 0.024125000000000004 -0.085719999999999977 -0.14906999999999998 0.088520000000000015 0.10962000000000001 0.057185000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 15 9 8 -5 13 -3 16 12 -12 -7 -15 -4 -9 -13
right_child=-2 2 3 7 -6 6 -8 10 -10 -11 11 17 -14 14 -16 -17 -18 -19
leaf_value=0.020275094877046297 -0.0067269320935499236 -0.01332827597962391 0.0093504041445915207 -0.0087732316325940217 -0.019827417455270658 0.019655549014924605 -0.0034665525177743199 -0.0061864784922589918 0.022001186543758034 0.0055007096173370091 0.020501847324943055 -0.000749862238790987 0.0076972105126317221 -0.0037023851061096708 0.0087208045519898275 -0.0052550610924127321 0.005978556043970496 0.0093378823069505471
leaf_weight=87 73 52 53 53 59 58 90 62 59 52 88 71 99 55 1162 63 80 58
leaf_count=87 73 52 53 53 59 58 90 62 59 52 88 71 99 55 1162 63 80 58
internal_value=0 0.00655963 0.00601987 0.00244486 -0.00574466 0.0076237 0.00846632 0.005253 0.00927274 -0.00389651 0.00688005 0.00967196 0.0137325 0.00868233 0.00815789 0.00140264 0.00065441 0.00377179
internal_weight=0 2301 2214 686 175 1528 1424 511 1334 104 458 316 187 1275 1217 116 142 129
internal_count=2374 2301 2214 686 175 1528 1424 511 1334 104 458 316 187 1275 1217 116 142 129
is_linear=0
shrinkage=0.16829


Tree=4528
num_leaves=10
num_cat=0
split_feature=40 481 40 0 48 0 150 0 376
split_gain=0.421927 0.271021 0.286379 0.256091 0.292982 0.349754 0.286325 0.444087 0.385814
threshold=-0.084904999999999994 -0.087234999999999993 0.051255000000000002 -0.23070499999999997 -0.081604999999999997 -0.16242999999999996 0.094605000000000009 -0.085719999999999977 0.084545000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 8 -8 -7
right_child=1 2 -4 4 5 6 7 -9 -10
leaf_value=-0.0065175953516573033 -0.0038795093856708253 0.016250787520571259 -0.0055480094062717181 0.018373588648696239 -0.0070793608317093731 0.0060346655175449867 -0.013717381067456262 0.0059792277266800089 0.019154643662887161
leaf_weight=85 83 70 60 52 60 1760 52 86 66
leaf_count=85 83 70 60 52 60 1760 52 86 66
internal_value=0 0.00554804 0.00590356 0.00622458 0.00588564 0.00556392 0.00595108 -0.00142966 0.00650987
internal_weight=0 2289 2206 2146 2076 2024 1964 138 1826
internal_count=2374 2289 2206 2146 2076 2024 1964 138 1826
is_linear=0
shrinkage=0.16829


Tree=4529
num_leaves=12
num_cat=0
split_feature=1 48 150 14 1447 1447 42 1 15 49 1
split_gain=0.33586 0.294387 0.30383 0.28852 0.319917 0.392931 0.32899 0.296527 0.298039 0.286029 0.149621
threshold=0.14846500000000004 0.12474000000000002 0.10921500000000002 -0.10708499999999999 -0.085024999999999989 -0.051529999999999992 0.085235000000000019 0.090785000000000018 0.091230000000000019 0.047620000000000003 0.096300000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 8 -7 -9 -4
right_child=-2 -3 10 4 5 7 -8 9 -10 -11 -12
leaf_value=0.014127815825173175 -0.0089806379761994872 0.016406946474475617 0.001730199448812398 0.0048920355331557126 0.016041072029973655 0.0068216212897391458 -0.013589802107212359 0.0022917285172812238 0.00017935517793568503 -0.010382031439728769 -0.011011069095639977
leaf_weight=88 53 58 52 53 84 1084 56 505 233 56 52
leaf_count=88 53 58 52 53 84 1084 56 505 233 56 52
internal_value=0 0.0045573 0.0042528 0.00468119 0.00427892 0.00477237 -0.00458674 0.00426739 0.00564785 0.00102341 -0.00462316
internal_weight=0 2321 2263 2159 2071 1962 109 1878 1317 561 104
internal_count=2374 2321 2263 2159 2071 1962 109 1878 1317 561 104
is_linear=0
shrinkage=0.16829


Tree=4530
num_leaves=22
num_cat=0
split_feature=3 13 43 4 13 3 13 42 4 4 43 12 43 40 4 474 1 12 4 13 43
split_gain=0.562373 0.331938 0.43772 0.818457 0.35745 0.494875 0.348805 0.468772 0.290872 0.357351 0.482806 0.233374 0.305987 0.374001 0.29306 0.261542 0.157516 0.107817 0.100418 0.0810603 0.0791427
threshold=0.25468500000000005 0.055020000000000006 -0.086809999999999984 -0.42305999999999994 -0.0016149999999999999 -0.090769999999999976 -0.011764999999999998 -0.006494999999999999 -0.14538499999999996 -1.0000000180025095e-35 -0.00027999999999999998 -0.092124999999999985 -0.090809999999999988 -0.061244999999999994 -0.032764999999999996 0.090440000000000006 0.095510000000000012 0.090775000000000008 -0.049024999999999992 -0.0076349999999999986 -0.022549999999999997
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 4 17 -4 6 -6 11 19 -7 10 -10 -1 14 -14 -13 -15 -11 -3 -19 -8 -21
right_child=-2 2 3 -5 5 8 7 -9 9 16 -12 12 13 15 -16 -17 -18 18 -20 20 -22
leaf_value=-0.0039907956273608986 -0.00831951835540597 0.011309385315887759 0.0084104524867904401 -0.017211375746770424 0.02466920961725971 0.017193918956043126 -0.0020846382561667829 -0.015520444682614669 0.0085627780953811631 0.016657272610026422 -0.013937901681135834 0.0068399382946201515 0.020229040546671174 0.006719262788238067 -0.010282245550575166 -0.0033207922987063968 0.0053908092368463749 0.0068152359211526951 -0.0031263451857150865 0.00072705219709903832 0.010052021927800176
leaf_weight=72 100 57 58 90 56 69 67 54 55 63 53 52 55 1010 62 79 81 64 52 52 52
leaf_count=72 100 57 58 90 56 69 67 54 55 63 53 52 55 1010 62 79 81 64 52 52 52
internal_value=0 0.00457198 -0.000434219 -0.00715825 0.00540468 0.0100572 0.00427556 -0.00184652 0.00750243 0.00484168 -0.00246259 0.0053126 0.00584649 0.00667545 -0.00245637 0.00598927 0.0103324 0.00530775 0.00234318 0.00246106 0.00540681
internal_weight=0 2253 321 148 1932 377 1555 225 321 252 108 1330 1258 1144 114 1089 144 173 116 171 104
internal_count=2353 2253 321 148 1932 377 1555 225 321 252 108 1330 1258 1144 114 1089 144 173 116 171 104
is_linear=0
shrinkage=0.16829


Tree=4531
num_leaves=10
num_cat=0
split_feature=4 14 41 1444 376 15 1 1 3
split_gain=0.460357 0.249492 0.442314 0.433437 0.367201 0.241309 0.382629 0.723934 0.567271
threshold=0.59999500000000017 -0.22253999999999999 0.082095000000000015 -0.050539999999999995 0.083785000000000012 0.14344000000000004 0.10871500000000002 0.11367000000000001 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 -5
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=0.012612129781567248 -0.011861129369836907 0.018020445369935887 -0.0099907236686745896 0.0038992188064411676 -0.0071840753534414365 -0.0065526984681900154 0.02816731365496147 0.0053905742532262815 -0.013465944923200784
leaf_weight=86 55 59 68 1662 89 61 52 166 55
leaf_count=86 55 59 68 1662 89 61 52 166 55
internal_value=0 0.0037114 0.00336454 0.00378895 0.00338538 0.00385756 0.00418667 0.0108318 0.00334192
internal_weight=0 2298 2212 2144 2085 1996 1935 218 1717
internal_count=2353 2298 2212 2144 2085 1996 1935 218 1717
is_linear=0
shrinkage=0.16829


Tree=4532
num_leaves=12
num_cat=0
split_feature=3 39 147 42 1447 41 13 16 49 1186 1456
split_gain=11.9236 7.93423 2.55191 1.69261 1.55144 1.24382 1.09145 1.11969 0.806061 0.597531 0.439652
threshold=0.30835000000000007 0.081875000000000017 0.087210000000000024 -0.0043149999999999994 -0.086059999999999984 0.081560000000000007 -0.009329999999999998 -0.024819999999999998 0.12497000000000001 0.081240000000000021 -0.083354999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 8 7 -5 9 10 -6
right_child=-2 3 -4 6 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0020272054769838676 0.00027340870118964085 0.0014698342315650921 0.0010259759226242877 0.00072209518744843705 0.0018308084303777679 0.0010904382537559592 0.00040855662767731011 0.0013335324300574442 0.0012739825277982046 0.0012685053491280048 0.0016012700254956188
leaf_weight=86 90 52 91 86 99 57 56 53 86 57 1540
leaf_count=86 90 52 91 86 99 57 56 53 86 57 1540
internal_value=0 0.00149862 0.00156704 0.000940055 0.00159259 0.00157225 0.0007986 0.000955487 0.00158764 0.00160353 0.00161516
internal_weight=0 2263 2016 247 1925 1839 195 139 1782 1696 1639
internal_count=2353 2263 2016 247 1925 1839 195 139 1782 1696 1639
is_linear=0
shrinkage=0.0032998


Tree=4533
num_leaves=17
num_cat=0
split_feature=3 1447 3 159 43 9 4 51 43 49 156 394 1 132 3 3
split_gain=0.440341 0.311744 0.292523 0.470496 0.401805 0.353163 0.278818 0.312397 0.248504 0.260351 0.222383 0.207199 0.193667 0.192989 0.127328 0.102896
threshold=0.25468500000000005 -0.086059999999999984 -0.082484999999999989 -0.020999999999999994 0.035255000000000009 -1.0000000180025095e-35 -0.082249999999999976 0.097245000000000012 0.057265000000000003 0.10581000000000002 0.087045000000000011 -0.076319999999999985 0.087840000000000015 0.082230000000000011 -0.10175499999999998 -0.068864999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 -4 -7 8 9 -8 11 -5 -10 -13 -12 -9
right_child=-2 2 5 4 -6 6 7 15 12 -11 14 13 -14 -15 -16 -17
leaf_value=0.014191047238604666 -0.0069843570881970218 -0.011293237230437117 -0.00783241868280494 -0.0055038673158266235 0.013442850333729887 0.014836157368519414 0.0089132527979640386 0.0023229731264874194 0.0045605609681421784 -0.00037717700100342767 -0.011256593814946843 0.0052585874554142136 -0.0073751708625687503 -0.0033366563893435139 -0.00030136838690418804 -0.0080536227514650498
leaf_weight=89 100 72 52 74 91 100 694 52 123 97 52 486 56 87 72 56
leaf_count=89 100 72 52 74 91 100 694 52 123 97 52 486 56 87 72 56
internal_value=0 0.00442172 0.0040191 0.00177094 0.00286423 0.00572478 0.00632475 0.00553353 0.00649006 0.0077717 0.00161332 0.00286631 0.00081644 0.00395042 -0.00490998 -0.00304085
internal_weight=0 2253 2164 934 862 1230 1178 1078 970 791 771 647 179 573 124 108
internal_count=2353 2253 2164 934 862 1230 1178 1078 970 791 771 647 179 573 124 108
is_linear=0
shrinkage=0.16829


Tree=4534
num_leaves=10
num_cat=0
split_feature=10 10 475 475 40 15 41 3 1443
split_gain=0.751383 0.63017 0.213625 0.27402 0.212735 0.222049 0.40166 0.295236 0.241513
threshold=-0.089679999999999982 0.046740000000000011 -0.088274999999999978 -0.085144999999999985 -0.081429999999999989 -0.23071999999999995 0.083525000000000016 0.094285000000000008 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 8 -6 -7
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.016531356547118427 -0.0039579812018154916 -0.014399861368681715 0.015620113348052061 0.012525317703767712 0.0042341217878704715 0.0034202189986019997 -0.011238701121476605 0.020202699661856036 0.015067871901317854
leaf_weight=53 88 53 61 83 87 1771 52 53 52
leaf_count=53 88 53 61 83 87 1771 52 53 52
internal_value=0 0.00373042 0.00415886 0.00449053 0.00416608 0.00382086 0.00333671 0.0102922 0.00375345
internal_weight=0 2300 2247 2159 2098 2015 1875 140 1823
internal_count=2353 2300 2247 2159 2098 2015 1875 140 1823
is_linear=0
shrinkage=0.16829


Tree=4535
num_leaves=15
num_cat=0
split_feature=457 48 41 14 1186 11 49 48 3 157 52 3 12 49
split_gain=0.267348 0.251657 0.453776 0.370973 0.363126 0.392081 0.353533 0.374909 0.285624 0.261437 0.411709 0.326793 0.185765 0.102867
threshold=-0.0056599999999999992 0.093265000000000015 0.075585000000000013 -0.24494999999999997 0.084100000000000022 0.077290000000000011 0.10255000000000002 0.10031000000000001 -0.15197999999999998 -0.06588999999999999 -0.046924999999999988 0.09722500000000002 0.083825000000000024 -0.0093449999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 5 9 7 -3 -4 10 -5 -11 -1 -14
right_child=1 6 8 4 -6 -7 -8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.010898252975003636 -0.010271863392413989 -0.018338018415430698 0.022885713214124165 -0.011077632538395655 -0.010172302205720411 0.01472584344831288 0.0061087547850909602 -0.00089086647819774174 0.0056702016634032669 0.0031350845172001965 0.0048449746248400549 0.012375375559230054 -0.0042839728617976615 0.0057916492307165651
leaf_weight=67 59 55 53 89 55 87 89 96 57 1357 95 118 64 52
leaf_count=67 59 55 53 89 55 87 89 96 57 1357 95 118 64 52
internal_value=0 0.00284711 0.00347428 0.00285194 0.00328286 0.00370774 -0.00229348 -0.00725769 0.0139813 0.00312885 -0.00284696 0.00387553 -0.00384258 0.000217198
internal_weight=0 2210 1970 1860 1801 1746 240 151 110 1659 184 1475 183 116
internal_count=2393 2210 1970 1860 1801 1746 240 151 110 1659 184 1475 183 116
is_linear=0
shrinkage=0.16829


Tree=4536
num_leaves=24
num_cat=0
split_feature=1 3 0 14 0 16 12 50 51 1 12 0 16 16 13 50 16 3 51 1 3 1 12
split_gain=16.9523 3.4304 1.62303 0.932911 1.20387 0.975337 0.887687 0.860852 0.983222 1.15897 0.593295 0.564905 0.552166 0.540486 0.466386 0.45258 0.382234 0.407052 0.364439 0.280582 0.199478 0.0951899 0.075774
threshold=0.10141500000000002 -0.052614999999999995 -0.076539999999999983 0.062655000000000016 -0.13740499999999997 0.064610000000000015 0.089835000000000012 0.07826000000000001 -0.032359999999999993 0.12007000000000002 0.1072 0.12411500000000002 -0.4714549999999999 -0.15043499999999996 0.064420000000000019 0.10209500000000001 0.00088000000000000003 -0.077544999999999989 -0.085574999999999984 0.10828500000000001 -0.077544999999999989 0.11266500000000002 0.093840000000000021
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 6 3 4 -1 13 -2 8 -3 19 21 15 -11 -6 18 16 20 -18 -15 -10 -4 -8 -19
right_child=1 7 11 -5 5 -7 10 -9 9 12 -12 -13 -14 14 -16 -17 17 22 -20 -21 -22 -23 -24
leaf_value=0.0013732104929764964 0.0010001312455314205 0.0011258192993312518 0.0017613489832105464 0.0021381367348582898 0.001516247067299703 0.0014047956138055788 0.0017347575401829242 0.0011791066919348654 0.00071746976966104061 0.00068354590307931546 0.0012092680612997573 0.0012161426615636955 0.00022297726476077249 0.0020744428725907801 0.0015528110033937396 0.0018495308239104564 0.0012525580810892208 0.0016463124206374912 0.0018043037943930806 0.0010414958318582738 0.0015190650496623788 0.0015281989731665935 0.0014659541674058643
leaf_weight=99 54 66 80 63 80 82 55 69 54 52 55 60 63 60 78 53 88 56 872 66 76 53 59
leaf_count=99 54 66 80 63 80 82 55 69 54 52 55 60 63 60 78 53 88 56 872 66 76 53 59
internal_value=0 0.00103914 0.00168483 0.00174385 0.00172428 0.0017539 0.0013688 0.00084571 0.000769166 0.00066885 0.00149071 0.00151795 0.000431541 0.00178013 0.001801 0.00156182 0.00151924 0.00142355 0.00182173 0.000895978 0.00164354 0.00163372 0.00155409
internal_weight=0 587 1806 1334 1271 1172 217 370 301 235 163 472 115 1090 1010 412 359 203 932 120 156 108 115
internal_count=2393 587 1806 1334 1271 1172 217 370 301 235 163 472 115 1090 1010 412 359 203 932 120 156 108 115
is_linear=0
shrinkage=0.0032998


Tree=4537
num_leaves=25
num_cat=0
split_feature=2 3 1 3 1 52 1 479 1447 42 3 1 2 42 1 12 16 16 42 43 52 1 160 4
split_gain=0.637636 0.521672 0.632101 0.390395 0.700594 0.375212 0.278194 0.23561 0.287677 0.242824 0.410391 0.363051 0.214572 0.1963 0.362382 0.197168 0.187908 0.173613 0.152471 0.141494 0.260733 0.171438 0.0830611 0.0769248
threshold=0.10124000000000001 -0.12077499999999998 0.080475000000000005 -0.10175499999999998 0.10389500000000002 0.12398000000000002 0.13869000000000004 0.077560000000000018 -0.086059999999999984 -0.0043149999999999994 -0.084129999999999996 0.087070000000000022 0.12992500000000004 0.079170000000000004 0.093575000000000019 0.09697500000000002 -0.16927999999999996 -0.019164999999999998 -0.053844999999999997 -0.073574999999999988 0.016565000000000003 0.10662500000000001 -0.14835999999999996 -0.08466499999999999
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 2 -1 4 -2 6 12 8 -3 10 18 -12 19 14 17 16 -15 -11 23 -5 21 -21 -7 -10
right_child=3 7 -4 5 -6 22 -8 -9 9 13 11 -13 -14 15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0027697043065623172 -0.024366164926523222 0.016468862021390602 0.02461660980667664 0.0030857585145340604 0.00049924950937439575 0.014653644619114826 -0.012896490260127737 -0.0065215218993873135 -0.0020280531454240679 -0.0032239093530339906 0.0083084745749289705 0.025492255713748583 0.0072126072179749352 -0.0050194625693684184 -0.010938538598248749 -0.0051685963817387033 0.005293895857163917 0.0090973662179962243 0.0095323398533906627 -0.0061252138083919419 -0.014874969675562229 0.0056078498145580588 0.0051157263417527807 0.0042350862579288943
leaf_weight=71 53 54 80 101 81 52 52 58 107 60 103 53 94 54 81 65 654 70 87 80 52 63 53 115
leaf_count=71 53 54 80 101 81 52 52 58 107 60 103 53 94 54 81 65 654 70 87 80 52 63 53 115
internal_value=0 0.0049062 0.0143561 -0.0011801 -0.00932217 0.000811203 -0.00133347 0.00399093 0.00439779 0.0039467 0.00711786 0.0141581 0.000203656 0.00244631 -0.00209782 0.00368901 0.00450475 0.0033968 0.00355776 -0.00201609 -0.0046678 -0.000943538 0.00985638 0.00120827
internal_weight=0 1712 151 681 134 547 442 1561 1503 1449 465 156 390 984 211 773 708 130 309 296 195 143 105 222
internal_count=2393 1712 151 681 134 547 442 1561 1503 1449 465 156 390 984 211 773 708 130 309 296 195 143 105 222
is_linear=0
shrinkage=0.16829


Tree=4538
num_leaves=20
num_cat=0
split_feature=2 2 15 4 1213 1212 132 11 1212 147 43 132 16 0 13 0 13 0 4
split_gain=0.446292 0.362502 0.373357 0.884735 0.219156 0.356172 0.227454 0.270669 0.281378 0.285304 0.323964 0.196327 0.204488 0.422918 0.33285 0.253413 0.198972 0.15689 0.118314
threshold=-0.14847999999999997 0.10124000000000001 -0.41880499999999993 0.41488500000000006 0.027540000000000002 0.030370000000000005 -1.0000000180025095e-35 0.078340000000000007 0.091315000000000021 0.08289500000000001 -0.11990999999999997 0.022565000000000005 -0.0024749999999999993 -0.071969999999999992 -0.08866499999999998 -0.066849999999999979 0.095655000000000018 -0.082234999999999989 -0.082304999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 11 6 18 17 8 9 10 -8 12 14 -14 -4 -16 -15 -2 -6
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 -12 -13 13 16 15 -17 -18 -19 -20
leaf_value=0.017629041857762755 0.014910121169057865 0.0088625015086259851 -0.0050528105315842302 -0.023086463464275911 0.0093104115203780143 0.018345974059892561 0.012596657509184704 -0.0095014887361435686 -0.0077628430698123115 -0.007852703426742793 0.0030264607499439385 -0.0087174791694110357 -0.015481385206399337 -0.0028769090116761036 0.013809240970867279 -0.00014289285608681045 0.0089822788685929543 0.0031032479023615921 -0.001404057548656472
leaf_weight=55 72 94 73 54 52 72 111 53 68 61 1044 71 56 113 100 58 62 58 66
leaf_count=55 72 94 73 54 52 72 111 53 68 61 1044 71 56 113 100 58 62 58 66
internal_value=0 0.00228648 -0.000980168 -0.0025594 0.00363011 0.00901255 0.00293177 0.00227658 0.00276415 0.00335431 0.00394775 -0.00047636 0.000786243 -0.00274955 0.00432982 0.0086762 0.00131437 0.00965626 0.00330235
internal_weight=0 2338 681 587 1657 190 1467 1337 1284 1216 1155 533 462 231 231 158 175 130 118
internal_count=2393 2338 681 587 1657 190 1467 1337 1284 1216 1155 533 462 231 231 158 175 130 118
is_linear=0
shrinkage=0.16829


Tree=4539
num_leaves=17
num_cat=0
split_feature=132 132 48 9 51 41 52 50 48 4 474 474 0 52 475 4
split_gain=0.245438 0.279593 0.268442 0.21313 0.254119 0.359294 0.218825 0.541137 0.268826 0.226962 0.210129 0.264546 0.261541 0.255695 0.216306 0.0219096
threshold=0.11203000000000002 0.082230000000000011 0.081275000000000014 -1.0000000180025095e-35 0.081440000000000026 0.075585000000000013 -0.083119999999999986 0.07826000000000001 0.082225000000000006 -0.014099999999999998 0.085445000000000007 0.079590000000000008 -0.16242999999999996 -0.012574999999999998 -0.071829999999999991 -0.011964999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 -1 5 10 -6 8 -8 -9 11 12 -5 14 -12 -3
right_child=-2 2 -4 4 6 -7 7 9 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=-0.0069717653060892802 0.010871324624895821 -0.012467833527841126 0.0046348781874752344 -0.0056903042786195157 0.0069298299748837893 0.014483175004269414 -0.004276267371947827 0.011687509632008394 -0.020526606240415048 -0.0022842453361632807 -0.010990408394494685 0.01488997961113772 0.003776506638383336 0.0067687558216094502 0.0025100159208194125 -0.0074436024099660695
leaf_weight=67 89 52 54 88 66 80 58 54 58 84 91 57 1326 64 53 52
leaf_count=67 89 52 54 88 66 80 58 54 58 84 91 57 1326 64 53 52
internal_value=0 0.00185956 -0.00496906 0.00236316 0.00266486 0.00345877 -0.00169359 -0.0039414 -0.0124169 0.00316994 0.00293242 0.00364081 0.00318607 -0.00206876 -0.00600903 -0.00997299
internal_weight=0 2304 158 2146 2079 1759 320 254 116 138 1679 1471 1414 208 144 104
internal_count=2393 2304 158 2146 2079 1759 320 254 116 138 1679 1471 1414 208 144 104
is_linear=0
shrinkage=0.16829


Tree=4540
num_leaves=20
num_cat=0
split_feature=4 12 2 2 2 2 4 2 14 12 12 157 4 133 15 151 15 47 42
split_gain=25.9874 9.22978 4.14906 2.83363 2.70229 2.61713 2.2043 1.03894 0.902952 0.79122 0.626948 0.8314 0.693149 0.442552 0.395366 0.371801 0.332039 0.307097 0.249403
threshold=0.30163500000000004 0.077755000000000005 0.10803500000000001 0.12330500000000001 0.079570000000000016 0.13631000000000001 -0.018719999999999997 0.092635000000000009 0.023790000000000002 -0.040564999999999997 0.090175000000000019 -0.080544999999999992 -0.0097949999999999982 -0.14775499999999997 0.091475000000000015 -0.088054999999999981 -0.032264999999999995 0.081320000000000017 0.094095000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 9 -6 -8 10 -2 13 -12 14 -3 -13 -15 -4 -17 -14
right_child=5 3 16 -5 6 -7 7 -9 -10 -11 11 12 18 15 -16 17 -18 -19 -20
leaf_value=0.0011239371529643994 0.00064289664461469236 0.0022387823677931006 0.0010384489822218115 0.0011959869411725011 0.0021762422235231836 0.00017631423915275276 0.0018258439568216297 0.0011810615329990999 0.0023834556842007634 0.0010982439396459481 0.001467140236529219 0.0020581816754198842 0.0016551589606817792 0.0017574703686027461 0.0018654932942807252 0.0019806072808973016 0.00070073421662881282 0.002245889379750436 0.0019023667108535661
leaf_weight=89 71 80 85 56 97 76 53 57 52 102 53 257 138 78 224 597 52 54 70
leaf_count=89 71 80 85 56 97 76 53 57 52 102 53 257 138 78 224 597 52 54 70
internal_value=0 0.00181522 0.00138591 0.00192725 0.00160582 0.000687297 0.00181283 0.00149205 0.00195278 0.000911571 0.00193832 0.00186833 0.00189914 0.00200246 0.00196852 0.00197648 0.000910522 0.00200267 0.00173852
internal_weight=0 2092 433 1659 296 249 207 110 1603 173 1551 742 689 809 481 729 137 651 208
internal_count=2341 2092 433 1659 296 249 207 110 1603 173 1551 742 689 809 481 729 137 651 208
is_linear=0
shrinkage=0.0032998


Tree=4541
num_leaves=16
num_cat=0
split_feature=10 10 13 16 13 16 1 16 12 157 133 43 1 402 42
split_gain=0.457746 0.345311 0.369517 0.347398 0.281608 0.264093 0.410407 0.754807 0.371351 0.31063 0.282051 0.40819 0.271083 0.260977 0.135681
threshold=-0.15491499999999997 -1.0000000180025095e-35 0.10809000000000001 -1.0000000180025095e-35 0.066010000000000013 -0.072729999999999975 0.10384000000000002 0.0045450000000000013 0.082530000000000006 -1.0000000180025095e-35 -0.24124499999999996 0.043850000000000007 0.11654500000000001 0.09277500000000001 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 10 8 -8 9 -7 -3 12 -12 -10 -9
right_child=1 2 3 -5 -6 6 7 14 13 -11 11 -13 -14 -15 -16
leaf_value=0.018824409403962915 -0.0088085015134656865 0.014436839750473265 0.0022567209132571286 -0.01328707305794273 0.012651063753306295 0.0011181417943179168 -0.02069131899677111 0.0084699334304403576 0.00048212417760458995 0.01637120086601147 0.00471637570760031 -0.0065837406949704538 0.014924632719864907 0.01227933921739784 -0.0035054304602530578
leaf_weight=53 68 92 97 70 101 62 62 55 635 98 672 83 83 58 52
leaf_count=53 68 92 97 70 101 62 62 55 635 98 672 83 83 58 52
internal_value=0 0.00299712 0.00335955 -0.00424788 0.00397924 0.00352963 0.00165983 -0.00591301 0.0031623 0.0104719 0.00558246 0.00460823 0.00584099 0.00147207 0.00263334
internal_weight=0 2288 2220 167 2053 1952 1022 169 853 160 930 838 755 693 107
internal_count=2341 2288 2220 167 2053 1952 1022 169 853 160 930 838 755 693 107
is_linear=0
shrinkage=0.16829


Tree=4542
num_leaves=18
num_cat=0
split_feature=10 9 0 0 52 52 4 0 1 52 12 128 0 4 4 133 12
split_gain=0.316557 0.383871 0.204868 0.422768 0.393203 0.737923 0.303366 0.359773 0.258812 0.662096 0.249179 0.269296 0.256719 0.333003 0.496122 0.211985 0.251998
threshold=-0.15491499999999997 -1.0000000180025095e-35 -0.010949999999999998 -0.071844999999999978 -0.025904999999999994 -0.42113499999999993 0.0066850000000000008 -0.065249999999999989 0.085540000000000019 -0.064819999999999989 0.085515000000000022 0.09585500000000001 -0.081654999999999991 -0.08347499999999998 -0.015464999999999998 -0.43714999999999993 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 -5 7 -6 -4 -10 12 15 13 -3 -15 -12 -17
right_child=1 2 8 4 6 -7 -8 -9 9 -11 11 -13 -14 14 -16 16 -18
leaf_value=0.015656454430557656 -0.010454996503415821 0.010423396034914266 0.00046709726986476479 0.0027976303409404631 -0.0023525773759783702 -0.0207374998280275 -0.0068518663409412378 0.016542495424384445 0.0021340418174349502 0.025904457689899137 0.016233491243454884 -0.004400778016370877 0.012234297821165427 -0.010555748923735462 0.0013491100225464351 0.016628251909048659 0.0045325301892539128
leaf_weight=53 63 75 86 72 55 79 67 59 78 58 53 78 52 131 407 52 823
leaf_count=53 63 75 86 72 55 79 67 59 78 58 53 78 52 131 407 52 823
internal_value=0 0.00249327 0.0028607 0.00232181 -0.00316052 -0.00950355 0.00212126 0.00741069 0.00771476 0.0122846 0.00341213 0.00508335 0.000881232 -7.89029e-05 -0.00154632 0.00588245 0.00525342
internal_weight=0 2288 2225 2003 332 151 181 114 222 136 1671 1006 665 613 538 928 875
internal_count=2341 2288 2225 2003 332 151 181 114 222 136 1671 1006 665 613 538 928 875
is_linear=0
shrinkage=0.16829


Tree=4543
num_leaves=24
num_cat=0
split_feature=2 9 2 4 4 457 13 15 49 4 2 13 15 151 4 13 49 13 133 160 2 2 15
split_gain=12.6812 3.57743 3.5044 2.37271 1.81504 1.08253 0.955962 0.913925 0.838803 0.567091 0.685331 0.561458 0.544296 0.465149 0.412098 0.973475 0.495395 0.372783 0.33857 0.282163 0.244347 0.223662 0.222272
threshold=0.10836000000000003 -1.0000000180025095e-35 0.17730000000000004 0.005935000000000001 0.5105900000000001 0.080930000000000016 -0.14545999999999995 -0.14524999999999996 0.047620000000000003 -0.048624999999999995 0.13247500000000004 -0.012279999999999998 -0.016434999999999995 -0.086769999999999986 -0.080164999999999986 -0.066659999999999983 -0.011659999999999998 -0.0024349999999999992 -1.0000000180025095e-35 -0.085784999999999986 0.083715000000000026 0.093765000000000015 -0.097499999999999989
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=1 -1 4 5 6 7 -2 -3 12 -8 11 -11 17 -7 19 16 -16 22 -17 -9 -21 -10 -5
right_child=2 3 -4 8 -6 13 9 14 21 10 -12 -13 -14 -15 15 18 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00064837559643983944 0.00063895163804259046 0.0019203539861752273 1.0768715790826983e-05 0.00096384275745059705 0.00033380862241867991 0.0010133727549121892 0.0012840318728553708 0.001790195460038366 0.0016017777254491009 0.0013108650728805129 0.00064592795291944834 0.00090500483745991982 0.0013709186545211515 0.0014341412091278211 0.0018071198884587964 0.0014609922302052285 0.0014968901665736566 0.00081928073927447533 0.0011833657848663807 0.0016718318728140154 0.0015065367418390662 0.0013022781250844062 0.0012585176098512427
leaf_weight=64 68 63 53 53 52 66 96 62 52 68 52 84 60 52 67 73 390 72 149 138 382 62 63
leaf_count=64 68 63 53 53 52 66 96 62 52 68 52 84 60 52 67 73 390 72 149 138 382 62 63
internal_value=0 0.00141605 0.000811001 0.00144327 0.000911899 0.00150333 0.00099349 0.00153041 0.00120393 0.00107373 0.000974598 0.00108681 0.00109564 0.00119909 0.00151091 0.001455 0.00154245 0.0010076 0.00127482 0.00157607 0.00155047 0.0014392 0.00112419
internal_weight=0 1868 473 1804 420 1442 368 1324 362 300 204 152 248 118 1261 679 457 188 222 582 520 114 116
internal_count=2341 1868 473 1804 420 1442 368 1324 362 300 204 152 248 118 1261 679 457 188 222 582 520 114 116
is_linear=0
shrinkage=0.0032998


Tree=4544
num_leaves=21
num_cat=0
split_feature=3 52 3 151 3 131 2 151 160 2 2 130 3 12 49 12 12 160 1 1
split_gain=0.454863 0.623391 0.332192 0.255301 0.299541 0.540915 0.934595 0.275587 0.374433 0.254587 0.23828 0.222895 0.215684 0.177463 0.261728 0.232542 0.20528 0.187645 0.17254 0.139231
threshold=-0.14162499999999997 0.0033500000000000005 -0.10468499999999999 -0.083134999999999987 -0.065259999999999999 0.090385000000000007 0.15398500000000001 -0.10235499999999999 -0.07656499999999998 0.079570000000000016 0.092155000000000015 -0.072444999999999982 -0.16802999999999998 0.090465000000000004 0.09567500000000001 0.085515000000000022 0.087745000000000004 -0.023114999999999997 0.096325000000000008 0.090475000000000014
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 12 -2 7 11 6 9 8 -4 -6 -11 -5 -1 15 18 17 -17 -13 -15 -9
right_child=2 -3 3 4 5 -7 -8 19 -10 10 -12 13 -14 14 -16 16 -18 -19 -20 -21
leaf_value=0.010730755173687717 -0.0075167440598285394 -0.0044233274264282576 -0.0081283304238272108 0.01455324871815358 -0.0074763544284852049 0.015643580919279917 -0.023331351302776769 0.0085028803186120022 0.01142100839012075 0.010286171295103211 -0.00012127005467601621 0.0076808482414387081 0.023259912310649271 0.0043280974440765285 -0.008018229557892477 0.011679866445093815 0.0042087279899551055 -0.0028028662514676199 -0.0041785338678453241 0.019486224824582996
leaf_weight=93 88 57 54 53 102 52 54 77 57 78 308 73 68 341 77 188 236 143 84 58
leaf_count=93 88 57 54 53 102 52 54 77 57 78 308 73 68 341 77 188 236 143 84 58
internal_value=0 0.0106766 0.00260058 0.00303897 0.00233858 -0.00074755 -0.00232345 0.00812515 0.00189433 0 0.00197713 0.00387411 0.0160337 0.00337692 0.00100376 0.00523557 0.00752564 0.000731924 0.00264256 0.013235
internal_weight=0 218 2123 2035 1789 594 542 246 111 488 386 1195 161 1142 502 640 424 216 425 135
internal_count=2341 218 2123 2035 1789 594 542 246 111 488 386 1195 161 1142 502 640 424 216 425 135
is_linear=0
shrinkage=0.16829


Tree=4545
num_leaves=20
num_cat=0
split_feature=1 52 123 1 4 12 0 1 13 1375 0 13 13 158 52 16 49 133 4
split_gain=30.581 4.13844 3.47105 2.70927 1.31137 1.23939 0.908306 1.09121 0.836452 0.700034 0.663625 0.568312 0.524682 0.503398 0.448569 0.436924 0.302449 0.241617 0.153617
threshold=0.10538500000000002 -0.24526499999999998 0.081990000000000021 0.12450500000000002 0.054560000000000004 0.090535000000000018 0.040035000000000008 0.081540000000000015 -0.016289999999999995 -0.081379999999999994 -0.14216999999999999 -0.086374999999999993 -0.15714499999999998 1.0000000180025095e-35 0.11297500000000001 -0.088629999999999987 0.10175500000000003 -0.00078499999999999989 0.15891500000000003
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 5 6 15 9 -8 12 -1 -11 17 -5 16 -13 -3 18 -12 -6
right_child=1 3 -4 8 13 -7 7 -9 -10 10 11 14 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0011861529343413519 0.0013416208437131661 0.00071863866401749796 0.00077084444421353577 0.00019433752853040918 0.0011945754188973467 0.0010386967483825102 0.00093128800163562529 0.0015526340909765 0.00044195466586379053 0.0018440993996184595 0.0016027571895593563 0.0015575192941397653 -0.00024085676664048686 0.0015285805179421894 0.0013787707901308443 0.00039129010539951423 0.0013797703999229075 0.0018122459309120854 0.0009433104261322645
leaf_weight=52 67 81 73 70 58 77 57 68 79 97 135 820 53 61 193 100 54 117 53
leaf_count=52 67 81 73 70 58 77 57 68 79 97 135 820 53 61 193 100 54 117 53
internal_value=0 0.000575143 0.00147694 0.000463428 0.00150613 0.000687554 0.0015407 0.00126958 0.000176993 0.00156464 0.00157907 0.00155872 6.52838e-06 0.00127052 0.0015235 0.000537978 0.0011749 0.00170016 0.00107492
internal_weight=0 527 1838 460 1765 258 1539 125 202 1414 1362 1265 123 226 1013 181 165 252 111
internal_count=2365 527 1838 460 1765 258 1539 125 202 1414 1362 1265 123 226 1013 181 165 252 111
is_linear=0
shrinkage=0.0032998


Tree=4546
num_leaves=14
num_cat=0
split_feature=1375 51 3 133 30 4 15 15 52 2 2 394 4
split_gain=0.409757 0.343741 0.401583 0.984297 0.44229 0.423359 0.39092 0.422275 0.654194 0.252182 0.246341 0.203863 0.18455
threshold=-0.097394999999999982 -0.24177499999999999 -0.096749999999999989 -0.0044049999999999992 0.085570000000000021 0.51286500000000013 -0.10753999999999998 0.041820000000000003 -0.15086999999999998 -0.007134999999999999 0.11161 1.0000000180025095e-35 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 -3 5 9 -5 8 -8 -4 -2 12 -11
right_child=1 2 4 6 -6 -7 7 -9 -10 11 -12 -13 -14
leaf_value=-0.010551705086184885 0.0066882998187521008 -0.01870082313811423 -0.0062440904112229176 0.016221806034070634 0.020362226460969406 -0.010198966326690992 0.0089353959124084913 0.0095835992125114702 -0.014553524360865846 0.0066272330582253271 0.021856705005718714 -0.004728666249642661 0.0020182526451439807
leaf_weight=52 72 72 54 54 52 53 55 86 86 1318 53 54 304
leaf_count=52 72 72 54 54 52 53 55 86 86 1318 53 54 304
internal_value=0 0.00454436 0.00405281 -0.00114123 0.00505297 0.00460548 0.00335163 0.000282085 -0.00537844 0.00506007 0.0131341 0.00542535 0.00576451
internal_weight=0 2313 2188 353 1835 1783 281 227 141 1730 125 1676 1622
internal_count=2365 2313 2188 353 1835 1783 281 227 141 1730 125 1676 1622
is_linear=0
shrinkage=0.16829


Tree=4547
num_leaves=16
num_cat=0
split_feature=1375 0 15 4 13 13 10 1453 4 402 42 52 2 2 4
split_gain=0.283533 0.382932 0.360028 0.350418 0.545812 0.820199 0.370471 0.187891 0.256967 0.190144 0.183114 0.140279 0.187129 0.254259 0.138622
threshold=-0.097394999999999982 -0.18901999999999997 -0.088954999999999992 0.054560000000000004 -0.17933499999999997 -0.097984999999999989 -0.0097449999999999985 -0.064249999999999988 0.016695000000000005 0.12629000000000004 -0.14509999999999998 0.063595000000000013 0.10713500000000002 0.092735000000000026 0.39574000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -3 -8 9 10 -9 12 13 -7 -14
right_child=1 3 -4 4 5 11 7 8 -10 -11 -12 -13 14 -15 -16
leaf_value=-0.008775961549598147 0.0044075358692521067 0.018260814247874346 0.022558923137032488 0.015408420691476528 -0.021886937292700904 0.0025132311622221605 -0.0045637557039390313 0.012591243399930578 0.015541172025516399 0.013646859845353316 0.0031611373455102676 -0.006312471461435697 0.012305322085362742 -0.011353634820944388 0.0013081385672916478
leaf_weight=52 67 53 58 53 55 117 70 61 56 55 1405 77 62 55 69
leaf_count=52 67 53 58 53 55 117 70 61 56 55 1405 77 62 55 69
internal_value=0 0.00377985 0.0128442 0.00326119 -0.000710682 -0.00267875 0.00440241 0.00395536 0.00433465 0.00392086 0.00355475 9.66562e-05 0.00173131 -0.0019105 0.00652663
internal_weight=0 2313 125 2188 488 435 1700 1647 1577 1521 1466 380 303 172 131
internal_count=2365 2313 125 2188 488 435 1700 1647 1577 1521 1466 380 303 172 131
is_linear=0
shrinkage=0.16829


Tree=4548
num_leaves=13
num_cat=0
split_feature=447 96 13 0 15 48 48 48 42 48 39 0
split_gain=0.222609 0.210986 0.210051 0.60896 0.445608 0.214208 0.21758 0.390278 0.331621 0.327798 0.288088 0.0141891
threshold=0.089095000000000021 0.08265500000000002 -0.10664 -0.065064999999999998 -0.07879499999999999 0.11714000000000001 0.093265000000000015 0.08796000000000001 0.084030000000000007 0.082225000000000006 0.10076500000000001 -0.14012999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 6 7 9 -8 10 -4 -1
right_child=-2 -3 5 -5 -6 -7 8 -9 -10 -11 -12 -13
leaf_value=0.0077007262268185646 -0.0071111225011664695 0.013584806561029551 0.0040135851016367607 -0.017724728810596863 -0.0080724732239420283 0.012490137069084205 0.0033341744918253305 0.015514350514571871 -0.013598520449637899 -0.0074062498691323392 -0.0087027669622293333 0.011800079471997826
leaf_weight=52 61 54 1613 53 64 72 83 75 54 80 52 52
leaf_count=52 61 54 1613 53 64 72 83 75 54 80 52 52
internal_value=0 0.00318035 0.00292984 -0.0019919 0.00296074 0.00346681 0.00313391 0.00362124 -0.00332691 0.00310904 0.00361536 0.00976768
internal_weight=0 2304 2250 221 168 2029 1957 1820 137 1745 1665 104
internal_count=2365 2304 2250 221 168 2029 1957 1820 137 1745 1665 104
is_linear=0
shrinkage=0.16829


Tree=4549
num_leaves=15
num_cat=0
split_feature=51 50 2 51 16 12 147 4 16 12 16 1 39 16
split_gain=0.206178 0.264964 0.184341 0.197404 0.398317 0.274009 0.308878 0.198365 0.497854 0.185993 0.268789 0.170212 0.450579 0.246344
threshold=-0.24177499999999999 -1.0000000180025095e-35 0.11866500000000001 0.11178000000000002 -0.065999999999999989 0.11486500000000001 0.089365000000000014 -0.17689999999999997 0.21684500000000004 0.093670000000000017 -0.11118499999999999 0.095695000000000016 0.088090000000000016 0.0060650000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 -2 10 -4 13 -13 -9
right_child=2 -3 9 4 -6 -7 -8 11 -10 -11 -12 12 -14 -15
leaf_value=0.0022770248484734155 0.02219646153660966 0.017823824343811884 0.0073163387913451209 0.0042546283619708681 -0.014150206444551523 0.014550550605793801 -0.010082741639547935 0.0042257795740315235 0.0012665579750816773 -0.0089209905384395327 -0.0057611374567144791 -0.0044616905470383069 0.012119440625187843 -0.0028166924352659517
leaf_weight=72 52 55 90 78 58 57 52 1148 85 80 88 232 58 160
leaf_count=72 52 55 90 78 58 57 52 1148 85 80 88 232 58 160
internal_value=0 0.00902404 0.00204837 0.00260012 -0.00358128 0.00305699 0.00268937 0.0030732 0.00922387 -0.00217903 0.000840976 0.00254477 -0.00113927 0.00336294
internal_weight=0 127 2238 1980 136 1844 1787 1735 137 258 178 1598 290 1308
internal_count=2365 127 2238 1980 136 1844 1787 1735 137 258 178 1598 290 1308
is_linear=0
shrinkage=0.16829


Tree=4550
num_leaves=24
num_cat=0
split_feature=133 159 2 42 159 2 158 16 16 0 2 0 150 0 16 159 16 160 16 1 133 2 0
split_gain=0.366317 0.240516 0.302639 0.563653 0.281741 0.539424 0.220551 0.199623 0.32092 0.309098 0.318609 0.235868 0.357827 0.246052 0.21723 0.191577 0.160992 0.152537 0.134916 0.132869 0.332365 0.319561 0.0642936
threshold=-0.5099149999999999 -0.021179999999999997 0.086865000000000012 0.089180000000000023 -0.40587999999999996 0.097360000000000016 0.080150000000000013 0.066275000000000014 0.24579500000000001 0.0037850000000000002 0.083885000000000015 -0.14012999999999998 0.083295000000000022 -0.10490499999999998 0.31481000000000009 0.10579500000000001 -0.116045 -0.020454999999999997 0.41235500000000008 0.088950000000000015 0.085650000000000018 0.078405000000000016 -0.048199999999999993
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=-1 2 3 -2 -4 -6 7 9 -9 10 19 12 -12 -13 -10 16 -8 -17 -16 21 -21 -3 -20
right_child=1 6 4 -5 5 -7 15 8 14 -11 11 13 -14 -15 18 17 -18 -19 22 20 -22 -23 -24
leaf_value=-0.011531746761127636 -0.016214362149579348 -0.0042326867025798045 0.011315227738146319 0.0044827233197265543 0.0076243462895859496 -0.013943563602160272 0.018467361771516432 0.014346370272097914 -0.0056841504812162611 -0.0084602628020747171 -0.012114423562289284 0.01285094091968518 0.0032369335499748161 0.00095980481598817479 0.013023631116057149 -0.0037944448024495427 0.0067701677311409712 0.0087838265199614123 -0.00084764597613973171 0.01432797651096173 0.00025471731739945948 0.01188008775113367 0.0062472447953112881
leaf_weight=55 87 83 69 65 74 59 61 95 63 83 94 53 79 712 52 54 75 55 66 131 75 60 79
leaf_count=55 87 83 69 65 74 59 61 95 63 83 94 53 79 712 52 54 75 55 66 131 75 60 79
internal_value=0 0.00235916 -0.00167626 -0.00735182 0.00258555 -0.00192987 0.00308522 0.00241264 0.00597076 0.00148934 0.0021324 0.000515181 -0.00509388 0.00178598 0.00290353 0.00781338 0.0120299 0.00253591 0.00565897 0.0064738 0.00921294 0.00251535 0.00300546
internal_weight=0 2324 354 152 202 133 1970 1725 355 1370 1287 938 173 765 260 245 136 109 197 349 206 143 145
internal_count=2379 2324 354 152 202 133 1970 1725 355 1370 1287 938 173 765 260 245 136 109 197 349 206 143 145
is_linear=0
shrinkage=0.16829


Tree=4551
num_leaves=12
num_cat=0
split_feature=151 48 1453 160 48 15 4 14 4 12 1
split_gain=0.294943 0.37089 0.283382 0.319949 0.353605 0.264377 0.235786 0.586912 0.288285 0.20877 0.126603
threshold=0.050660000000000004 0.12118000000000002 -0.065549999999999983 0.091625000000000026 0.093675000000000022 -0.071974999999999983 0.51400500000000016 -0.22253999999999999 0.36766000000000004 0.087765000000000024 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -2 7 -4 -9 -5 -6
right_child=5 -3 3 9 10 -7 -8 8 -10 -11 -12
leaf_value=-0.0076846833230090105 0.00069431713332006317 -0.010215274667670905 0.017110283146653287 0.014409552412380009 0.0056262132585448944 0.016622026778764898 -0.0085954149592784197 0.0010252431844388888 -0.010088641839295476 0.0027671675017355746 0.015940282524777423
leaf_weight=88 52 77 63 93 95 69 73 1564 69 83 53
leaf_count=88 52 77 63 93 95 69 73 1564 69 83 53
internal_value=0 0.00126036 0.00166633 0.00206036 0.00142878 0.00979191 0.000766563 0.00117058 0.000554542 0.00892932 0.0093319
internal_weight=0 2258 2181 2093 1917 121 1769 1696 1633 176 148
internal_count=2379 2258 2181 2093 1917 121 1769 1696 1633 176 148
is_linear=0
shrinkage=0.16829


Tree=4552
num_leaves=21
num_cat=0
split_feature=1 52 123 1 13 47 14 0 0 16 1 1 160 475 0 0 0 13 130 42
split_gain=36.9757 6.05136 3.67129 2.15174 1.8262 1.73389 1.63998 1.04558 1.13811 0.724772 1.05772 0.490132 0.491711 0.399089 0.442388 0.368206 0.359856 0.348043 0.299031 0.265671
threshold=0.104035 -0.41304999999999997 1.0000000180025095e-35 0.12640500000000002 -0.041479999999999996 0.10372500000000003 0.054835000000000009 -0.076539999999999983 -0.22607999999999998 -0.0098949999999999975 0.11453000000000001 0.080475000000000005 -0.060309999999999996 -0.085719999999999977 -0.10566999999999999 0.033830000000000006 -0.092114999999999989 0.0049200000000000008 0.10269000000000002 0.095980000000000024
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 -2 6 5 16 9 7 8 -1 10 -3 12 -9 -10 -15 -13 -5 19 -16 -14
right_child=1 3 -4 4 -6 -7 -8 11 13 -11 -12 15 17 14 18 -17 -18 -19 -20 -21
leaf_value=0.0014289934456061903 0.0018591854656119502 0.0011434286597987303 0.001138425167181719 0.00039123595044502718 0.00082623176305190787 0.0014044589576340074 0.0023846406108855704 0.0013721188332819739 0.0021574497003066474 0.00050167607611677494 0.00055385104827818457 0.0017511396471659212 0.0019154744091386051 0.0016928818933411979 0.0019472730415582696 0.0021037282615347765 1.2549205490258062e-05 0.0015313105555475796 0.0016874728477896642 0.0016486733451036122
leaf_weight=52 59 87 76 52 90 64 68 58 81 68 54 87 96 93 972 54 58 81 53 76
leaf_count=52 59 87 76 52 90 64 68 58 81 68 54 87 96 93 972 54 58 81 53 76
internal_value=0 0.000862325 0.00184978 0.000737907 0.000477517 0.00092854 0.00188028 0.00186012 0.00190953 0.000782635 0.000917883 0.0017233 0.00164923 0.00193034 0.00191386 0.00188642 0.000191885 0.00171261 0.00193387 0.00179779
internal_weight=0 532 1847 473 200 273 1771 1703 1251 209 141 452 311 1199 1118 141 110 253 1025 172
internal_count=2379 532 1847 473 200 273 1771 1703 1251 209 141 452 311 1199 1118 141 110 253 1025 172
is_linear=0
shrinkage=0.0032998


Tree=4553
num_leaves=12
num_cat=0
split_feature=133 124 43 43 133 10 41 1 150 160 133
split_gain=0.243972 0.237846 0.291402 0.251144 0.326329 0.232119 0.264305 0.317226 0.238663 0.315648 0.116139
threshold=-0.5099149999999999 -0.087184999999999985 0.033005000000000007 0.091510000000000022 0.076280000000000014 -0.089679999999999982 0.07831500000000001 0.13962500000000003 -0.089939999999999978 -0.53327999999999987 -0.24264499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 7 8 -7 -10 -5
right_child=1 2 3 10 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0083320903610991596 -0.0067974803022456806 -0.0082154785415410048 0.023279406275587659 0.0088940751701682644 0.0052992687412668667 0.013024731113949648 0.013175442219259186 0.015446599747069394 -0.011149782527017184 0.0021585461936647204 0.00027798010617538092
leaf_weight=55 68 55 58 83 57 55 68 52 52 1680 96
leaf_count=55 68 55 58 83 57 55 68 52 52 1680 96
internal_value=0 0.00300015 0.00329626 0.00823996 0.0143831 0.00255455 0.00286611 0.00248393 0.00210572 0.00175795 0.00428319
internal_weight=0 2324 2256 294 115 1962 1907 1839 1787 1732 179
internal_count=2379 2324 2256 294 115 1962 1907 1839 1787 1732 179
is_linear=0
shrinkage=0.16829


Tree=4554
num_leaves=14
num_cat=0
split_feature=3 160 11 159 482 159 159 4 3 3 2 2 3
split_gain=0.306317 0.324901 0.292733 0.222738 0.327114 0.26123 0.265877 0.231138 0.305818 0.231709 0.199422 0.160354 0.0419647
threshold=-0.16048499999999996 -0.53327999999999987 0.086080000000000018 0.094480000000000022 0.085075000000000026 0.087110000000000007 0.081445000000000017 0.30163500000000004 0.12991000000000003 0.095555000000000015 0.11252000000000002 0.088745000000000004 0.0065900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 11 6 7 8 9 -3 -9 -5 -12
right_child=1 3 -4 4 -6 -7 -8 10 -10 -11 12 -13 -14
leaf_value=0.017275405430246353 -0.010288553629038428 0.0021494484567069765 0.00098165724011007151 0.0046220026177388228 -0.0044391221483796985 -0.0093503226488204187 0.013146826054041657 0.0038447541636896835 0.014055459916749535 -0.0076116639253143714 -0.0053057670311317832 0.014955659700340206 -0.012092136499838691
leaf_weight=73 61 1553 55 74 53 60 58 53 59 72 52 102 54
leaf_count=73 61 1553 55 74 53 60 58 53 59 72 52 102 54
internal_value=0 0.00182077 0.0102882 0.00215888 0.00712765 0.00157773 0.00192359 0.00156941 0.00214924 0.00171585 -0.0045604 0.010621 -0.00877992
internal_weight=0 2251 128 2190 229 1961 1901 1843 1684 1625 159 176 106
internal_count=2379 2251 128 2190 229 1961 1901 1843 1684 1625 159 176 106
is_linear=0
shrinkage=0.16829


Tree=4555
num_leaves=20
num_cat=0
split_feature=4 39 2 4 42 4 457 2 159 1452 48 4 160 4 48 4 42 42 16
split_gain=10.444 3.86541 2.69858 0.890098 1.24761 0.640907 0.618992 0.619611 0.568811 0.562828 0.500918 0.388251 0.337554 0.397496 0.421946 0.296915 0.158942 0.154945 0.12106
threshold=0.30163500000000004 0.084535000000000013 0.10774000000000002 0.59999500000000017 0.086700000000000013 0.42953500000000006 0.080930000000000016 0.089570000000000025 0.082200000000000009 0.086765000000000023 0.08796000000000001 0.024315000000000003 0.0039250000000000005 0.054560000000000004 0.092150000000000024 -0.071519999999999986 0.086375000000000021 0.083285000000000012 0.0014300000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -2 9 -8 11 12 -3 15 13 14 -1 -4 -15 -14 -19
right_child=3 10 8 -5 -6 -7 7 -9 -10 -11 -12 -13 17 16 -16 -17 -18 18 -20
leaf_value=0.0014782742286375936 0.00074008413381303304 0.0010400520888796489 0.0010883255868512449 0.0003336782726931194 0.00041638036536579821 0.0011987739004783013 0.0014391173836251531 0.00095600412461239667 0.00079589305756604253 0.0017709035015297065 0.00066633269407907259 0.00097542061351860328 0.0017191933457647737 0.0011169614589523293 0.0012129275524812308 0.0013856023398242428 0.0013724970788785136 0.0016250331382714664 0.0013981887222090719
leaf_weight=1106 68 89 61 64 68 66 67 52 52 69 71 71 73 52 71 98 60 58 53
leaf_count=1106 68 89 61 64 68 66 67 52 52 69 71 71 73 52 71 98 60 58 53
internal_value=0 0.00136801 0.00140864 0.000673759 0.000781332 0.000966269 0.00145937 0.00122831 0.00110966 0.00147718 0.000874434 0.00118044 0.0014634 0.00144424 0.0014623 0.00127177 0.00125417 0.00159743 0.00151704
internal_weight=0 2103 1943 266 202 134 1661 119 282 1542 160 230 1473 1289 1177 159 112 184 111
internal_count=2369 2103 1943 266 202 134 1661 119 282 1542 160 230 1473 1289 1177 159 112 184 111
is_linear=0
shrinkage=0.0032998


Tree=4556
num_leaves=17
num_cat=0
split_feature=4 3 12 2 15 42 457 2 12 2 12 52 12 16 13 4
split_gain=15.2611 5.50638 2.6657 1.72692 1.59624 1.32442 1.15946 1.54776 0.845193 0.804138 0.706354 0.634737 0.550461 0.429707 0.244683 0.192717
threshold=0.30163500000000004 0.20828500000000003 -0.011819999999999999 0.12162000000000002 -0.4680149999999999 -0.0060199999999999993 0.080930000000000016 0.089690000000000006 0.082295000000000021 0.11444000000000001 0.083795000000000022 -0.081594999999999987 0.099815000000000015 0.14091500000000004 -0.062109999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -2 -1 8 -8 13 -6 -10 -7 -12 15 -11 -4
right_child=4 -3 3 -5 9 11 7 -9 10 14 12 -13 -14 -15 -16 -17
leaf_value=0.0014179960399115135 0.0009012807264356309 0.0004053974225002152 0.0017036416820412914 0.0010014047068055739 0.00066212694094889635 0.0010778004710024988 0.0014980659224410361 0.00074156470711583843 0.0011067178931402802 4.5854247629908656e-05 0.001518689127624996 0.00057568159770176306 0.0013410347814392834 0.0014698371297785021 0.00035837586378425931 0.0019787974785904542
leaf_weight=61 93 60 62 87 63 52 67 53 55 58 1209 59 230 52 52 56
leaf_count=61 93 60 62 87 63 52 67 53 55 58 1209 59 230 52 52 56
internal_value=0 0.0013915 0.00142044 0.00145663 0.000552383 0.00102662 0.00147881 0.00116424 0.00150147 0.000364622 0.00147622 0.000811226 0.00149032 0.00172318 0.000193912 0.00183452
internal_weight=0 2103 2043 1871 266 172 1784 120 1664 173 1494 111 1439 170 110 118
internal_count=2369 2103 2043 1871 266 172 1784 120 1664 173 1494 111 1439 170 110 118
is_linear=0
shrinkage=0.0032998


Tree=4557
num_leaves=24
num_cat=0
split_feature=1 2 3 39 16 15 2 3 3 2 15 15 159 15 160 133 1 1 131 3 1 15 0
split_gain=16.0865 3.43115 2.15117 1.99152 1.47656 0.863106 0.927442 0.942303 0.878471 0.726094 0.67154 0.628356 0.431382 0.348848 0.287967 0.223463 0.247792 0.283635 0.224685 0.22322 0.17076 0.17107 0.082986
threshold=0.10491000000000002 0.13775000000000001 -0.044019999999999997 0.081875000000000017 0.022165000000000004 -0.19301999999999997 0.093365000000000017 0.091170000000000015 -0.11756999999999999 -1.0000000180025095e-35 -0.092059999999999989 -0.37478999999999996 0.018290000000000004 -0.089734999999999995 -0.060309999999999996 -0.014614999999999998 0.091900000000000023 0.088785000000000017 0.087870000000000018 0.11745500000000002 0.089475000000000013 0.084785000000000013 -0.062694999999999987
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 10 5 9 -1 8 12 -7 -4 -2 -3 13 -8 -15 20 17 -17 -18 -11 21 -10 -12
right_child=1 11 4 -5 -6 6 7 -9 15 19 22 -13 -14 14 -16 16 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0018546839825451431 0.00086838708238645842 0.0004930054692299402 0.00024678254771887587 0.00095793305648271651 0.0011590577052564743 0.0011580540136748609 0.0010670222305280046 0.0008876254009747822 0.0015685081526055603 0.00084890882571756171 0.0014186363829076616 -3.1121627234152511e-06 0.001595238064807109 0.001200074193495704 0.0014169039846507962 0.0015303696488041668 0.0018106809231943142 0.0013101366689347413 0.0015121955181374197 0.00055581531815632201 0.0012474416630913754 0.0013915078092143509 0.0012329279772450633
leaf_weight=53 54 54 61 100 55 89 56 53 102 54 52 57 70 98 230 599 63 74 53 62 52 163 65
leaf_count=53 54 54 61 100 55 89 56 53 102 54 52 57 70 98 230 599 63 74 53 62 52 163 65
internal_value=0 0.000752066 0.000893591 0.00141194 0.000686247 0.00143779 0.00142478 0.00130592 0.00147518 0.000539129 0.00117469 0.000237925 0.00135467 0.00131073 0.00135223 0.00150067 0.00153101 0.00150621 0.00167461 0.000692559 0.00142505 0.00145977 0.00131577
internal_weight=0 514 403 1855 232 1755 1702 507 1195 177 171 111 454 384 328 1106 789 673 116 116 317 265 117
internal_count=2369 514 403 1855 232 1755 1702 507 1195 177 171 111 454 384 328 1106 789 673 116 116 317 265 117
is_linear=0
shrinkage=0.0032998


Tree=4558
num_leaves=17
num_cat=0
split_feature=4 39 13 4 15 12 457 4 16 13 1452 12 156 12 16 4
split_gain=19.8377 6.03609 3.58749 1.87372 1.21772 1.11302 1.07187 1.21168 1.16862 0.989827 0.752533 0.469187 0.451675 0.372147 0.351698 0.0812422
threshold=0.30163500000000004 0.084535000000000013 -0.16392499999999996 0.51400500000000016 -0.42075999999999997 -0.08947999999999999 0.062030000000000009 0.043850000000000007 -0.043889999999999992 -0.074519999999999989 0.086765000000000023 0.11628000000000001 -1.0000000180025095e-35 0.088005000000000014 -0.53870999999999991 0.15484000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 7 10 13 -8 11 12 -4 -9 -6 -15
right_child=3 5 6 -5 14 -7 9 8 -10 -11 -12 -13 -14 15 -16 -17
leaf_value=0.0010308673857213841 0.0012719251114128457 0.0013144697240204278 0.0020239259933969977 0.00031087473365773053 0.00089973991729138628 0.00076196720695202052 0.0018173371676947143 0.0019085518509454364 0.0012306931548617512 0.0012325830278806849 0.0021627476393975267 0.0014800911849829983 0.001783804306003976 0.001491088455694921 0.00053264831293061115 0.0016841117389847255
leaf_weight=80 63 83 94 87 53 77 52 66 82 82 62 53 1265 53 63 54
leaf_count=80 63 83 94 87 53 77 52 66 82 82 62 53 1265 53 63 54
internal_value=0 0.00166542 0.00171618 0.000708745 0.000901926 0.0010488 0.00174559 0.00176772 0.00155669 0.00145977 0.00180421 0.00178844 0.00180044 0.00171101 0.000700675 0.00158883
internal_weight=0 2103 1943 266 179 160 1863 1729 255 134 1474 1412 1359 173 116 107
internal_count=2369 2103 1943 266 179 160 1863 1729 255 134 1474 1412 1359 173 116 107
is_linear=0
shrinkage=0.0032998


Tree=4559
num_leaves=18
num_cat=0
split_feature=50 1 1454 1455 1374 1 1 1 133 0 0 42 43 1 4 50 16
split_gain=0.392721 0.470543 0.279 0.294167 0.281621 0.274712 0.271455 0.761181 0.48963 0.417486 0.240658 0.238119 0.194928 0.118839 0.210457 0.205606 0.0929979
threshold=0.089465000000000017 0.13554500000000003 0.088250000000000009 -0.06822499999999998 0.086000000000000007 0.14551500000000003 0.077565000000000009 0.084795000000000023 0.087445000000000009 -0.086824999999999986 -0.071969999999999992 0.089055000000000009 -0.0044449999999999993 0.089910000000000004 -0.016164999999999995 0.10954500000000002 -0.076944999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -3 9 -8 -9 12 13 -11 -5 14 -2 -16 -15
right_child=10 5 -4 4 -6 -7 7 8 -10 11 -12 -13 -14 16 15 -17 -18
leaf_value=0.016087233652424208 -0.00062831621765929669 -0.013460565720687649 -0.0068815020995007152 0.0083731611699667183 0.016583716504629944 0.0021737286225794656 -0.016836141125195291 0.0054263781236556863 -0.0089049885312809888 0.001463354571443954 0.01815194839723986 0.0084330602186064793 0.01710946765298197 0.017372102383449717 0.018158798811369066 0.0042685322084728061 0.00789132096525531
leaf_weight=70 89 63 54 233 57 64 56 544 77 420 83 208 106 55 52 73 65
leaf_count=70 89 63 54 233 57 64 56 544 77 420 83 208 106 55 52 73 65
internal_value=0 0.0043304 0.00502019 0.0053841 0.00494259 -0.00556772 0.00453788 0.00194955 0.00364649 0.00634811 0.0100248 0.00377465 0.0111102 0.00799981 0.0056072 0.0100613 0.0122517
internal_weight=0 1952 1825 1771 1701 127 1644 677 621 967 417 628 339 334 214 125 120
internal_count=2369 1952 1825 1771 1701 127 1644 677 621 967 417 628 339 334 214 125 120
is_linear=0
shrinkage=0.16829


Tree=4560
num_leaves=24
num_cat=0
split_feature=3 3 2 2 123 3 3 16 40 0 52 52 13 3 0 0 3 0 42 2 1212 16 42
split_gain=36.202 12.5171 6.69309 6.27697 5.00632 2.79253 2.12103 1.6113 1.45437 1.10615 1.09759 1.85696 0.94395 0.834121 1.00693 0.680301 0.59131 0.581587 0.530575 0.502797 0.285038 0.275858 0.242143
threshold=-0.064294999999999977 0.31400500000000003 0.13290500000000002 0.11500500000000001 0.081180000000000016 -0.10175499999999998 0.11745500000000002 -0.41863499999999992 -1.0000000180025095e-35 -0.079119999999999982 0.057125000000000002 -0.091784999999999992 0.10637500000000001 -0.12077499999999998 -0.094514999999999988 -0.0076699999999999989 -0.088714999999999988 -0.13740499999999997 0.09832500000000001 -0.007134999999999999 0.087685000000000013 -0.0068949999999999992 -0.0033799999999999998
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 4 7 6 -5 10 -1 -4 13 11 -2 15 -9 -15 16 -11 -13 -18 -6 21 -16 -22
right_child=1 -3 8 5 19 -7 -8 9 -10 12 -12 17 -14 14 20 -17 18 -19 -20 -21 22 -23 -24
leaf_value=0.0013483565407566077 0.0018333675061042226 -0.00036920179447928904 -0.0001340872435426692 0.00044279550551098421 0.00040419895669308801 0.0014955029358163226 0.00085475777835718506 0.0022707617135127671 0.00063494460138831591 0.0013475787513714732 0.0019002535273042983 0.00097163079626871147 0.0012648045748258514 0.0015402651317664819 0.0019507814374506583 0.0019969033348352276 0.0018328008159859657 0.0013769493373074356 0.0015347795663724188 0.00080043802892770831 0.0018880762212690084 0.0017881721291240285 0.0015639006546387796
leaf_weight=87 71 83 54 55 59 55 71 56 53 54 58 73 53 101 555 87 187 84 103 87 53 151 52
leaf_count=87 71 83 54 55 59 55 71 56 53 54 58 73 53 101 555 87 187 84 103 87 53 151 52
internal_value=0 0.000832748 0.000996349 0.00173168 0.00115579 0.00096947 0.0013664 0.00178614 0.000246506 0.00181234 0.00149329 0.00138962 0.00168283 0.00187706 0.00185285 0.00173416 0.0016676 0.00118871 0.00172707 0.000640555 0.00189173 0.00191605 0.00172787
internal_weight=0 693 610 1649 503 110 357 1539 107 1452 286 228 484 968 912 431 344 157 290 146 811 706 105
internal_count=2342 693 610 1649 503 110 357 1539 107 1452 286 228 484 968 912 431 344 157 290 146 811 706 105
is_linear=0
shrinkage=0.0032998


Tree=4561
num_leaves=22
num_cat=0
split_feature=1 52 1 47 1 15 16 2 15 16 3 2 3 4 13 43 15 52 484 43 50
split_gain=14.668 3.86506 1.46707 0.876749 0.77683 0.818644 0.874576 1.14204 0.697559 0.796361 0.685133 0.587899 0.480666 0.425207 0.442823 0.311881 0.215233 0.332588 0.333376 0.265985 0.0271333
threshold=0.104035 -0.41304999999999997 0.11869500000000001 0.085505000000000012 0.089790000000000023 0.09167500000000002 -0.0024749999999999993 0.090485000000000024 -0.41309499999999993 -0.42618999999999996 -0.14818499999999998 1.0000000180025095e-35 0.0075150000000000008 0.05864500000000001 0.10935500000000002 -0.080419999999999978 -0.095244999999999982 0.11110500000000002 0.091180000000000011 -0.072469999999999993 0.090980000000000019
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=4 -2 11 8 10 6 7 -6 9 -4 -1 -3 -13 14 16 -15 -12 18 -18 -19 -7
right_child=1 2 3 -5 5 20 -8 -9 -10 -11 13 12 -14 15 -16 -17 17 19 -20 -21 -22
leaf_value=0.0015355447127621614 0.0013627463790180983 0.00092630709729757388 8.76268472835364e-05 0.00063720322055719808 0.0010334928228378042 0.0013720584318398748 0.0012372132737391397 0.00046140513113717736 -3.4005998731666857e-05 0.00065000210119430771 0.00110901625480732 0.00037996923495210526 0.00077122707047463392 0.00085814666778206517 0.00098893570445034618 0.0011690772883296613 0.0012794230274502376 0.0013034070839243496 0.0015352601869493027 0.0010189417358898549 0.0012499245672681633
leaf_weight=81 61 72 55 67 102 52 83 61 81 55 100 76 63 56 72 100 837 60 61 95 52
leaf_count=81 61 72 55 67 102 52 83 61 81 55 100 76 63 56 72 100 837 60 61 95 52
internal_value=0 0.000581076 0.000479334 0.000312182 0.00120532 0.00106496 0.000960655 0.000819615 0.000197985 0.000369135 0.00123889 0.000683552 0.000557555 0.00122147 0.0012423 0.00105769 0.00125809 0.00127221 0.00129684 0.00112928 0.00131133
internal_weight=0 530 469 258 1812 350 246 163 191 110 1462 211 139 1381 1225 156 1153 1053 898 155 104
internal_count=2342 530 469 258 1812 350 246 163 191 110 1462 211 139 1381 1225 156 1153 1053 898 155 104
is_linear=0
shrinkage=0.0032998


Tree=4562
num_leaves=15
num_cat=0
split_feature=4 12 13 13 12 133 47 4 12 4 12 39 12 16
split_gain=21.4078 7.61826 2.75957 1.89565 1.41219 1.31802 1.09845 0.86531 0.87152 1.21026 1.14563 0.706398 0.574143 0.136982
threshold=0.30163500000000004 -0.011819999999999999 -0.16392499999999996 -0.089899999999999994 0.12701500000000002 -0.0097699999999999992 0.11043500000000002 -0.50215999999999983 0.054520000000000006 -0.029369999999999997 0.083785000000000012 0.087880000000000014 -0.08947999999999999 -0.50393499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 6 -1 7 -4 9 -9 -10 13 -7 -5
right_child=3 2 4 11 -6 12 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.0014876880517164027 0.0002334161070317746 0.0010488192401066478 0.0021275732901799792 0.0008873623621096071 0.0012194507776037914 0.0010883213791061947 0.0013737574202076705 0.0018906871043897207 0.0021282225680655863 0.0012519316222445798 0.0017588034612433655 0.00057610481086004233 0.00068158333246844365 0.0011325251723395841
leaf_weight=56 84 65 74 52 55 80 78 54 99 82 1370 68 73 52
leaf_count=56 84 65 74 52 55 80 78 54 99 82 1370 68 73 52
internal_value=0 0.00165164 0.00171822 0.00064032 0.00174221 0.0010536 0.00175855 0.00177641 0.0017602 0.00150581 0.00178372 0.000838836 0.000894487 0.00101028
internal_weight=0 2086 1877 256 1812 209 1757 1679 1605 136 1469 172 153 104
internal_count=2342 2086 1877 256 1812 209 1757 1679 1605 136 1469 172 153 104
is_linear=0
shrinkage=0.0032998


Tree=4563
num_leaves=23
num_cat=0
split_feature=1 1 12 14 12 1 1 12 0 123 457 12 150 1429 0 0 1 0 12 12 12 1
split_gain=49.3598 8.3501 4.26997 3.12664 2.2938 1.85252 0.945843 0.898084 1.01279 0.700967 0.697511 0.654581 0.527717 0.446778 0.511042 0.498149 0.385427 0.36702 0.25914 0.236576 0.219283 0.136029
threshold=0.104035 0.12500000000000003 0.087245000000000003 0.054835000000000009 0.054520000000000006 0.088735000000000022 0.14846500000000004 0.099815000000000015 0.024745000000000003 0.089155000000000012 0.018630000000000004 0.097940000000000013 0.083205000000000015 0.084930000000000019 -0.079119999999999982 -0.096139999999999989 0.079415000000000013 -0.075914999999999996 0.094185000000000005 0.10711000000000002 0.11589000000000001 0.11230000000000001
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 12 4 5 16 9 8 13 17 -7 -4 21 14 15 -6 -1 -3 -16 -9 -21 -2
right_child=1 6 11 -5 7 10 -8 19 -10 -11 -12 -13 -14 -15 18 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0015869265397995833 0.00090951436765863037 0.0002066514075863033 0.0016621611650638943 0.0024889360956567722 0.0016353100269842927 0.0013769826883032325 -0.00025089453643678837 0.0014587132010021758 0.0022541559122873076 -4.8853466859397483e-05 0.00087696915452718034 0.0011785603613772566 0.00043683840866151662 0.0020679029034848134 0.0015538900129330718 0.0018637795242634444 0.0019553268961678468 0.0005878844628785224 0.00176658069938459 0.001812387115432756 0.0015464350944693124 0.00067600139929409331
leaf_weight=82 59 53 69 64 124 75 53 83 59 55 52 56 73 70 127 749 52 58 133 74 68 54
leaf_count=82 59 53 69 64 124 75 53 83 59 55 52 56 73 70 127 749 52 58 133 74 68 54
internal_value=0 0.00062632 0.000973904 0.00177129 0.00174499 0.00145895 0.000132558 0.00179518 0.00182961 0.000255198 0.00117253 0.00144579 0.000656587 0.00180876 0.00179272 0.00183137 0.00173015 0.000406172 0.00166283 0.00160186 0.00168528 0.000798236
internal_weight=0 530 311 1812 1748 261 219 1487 1262 166 127 125 186 1203 1133 873 134 111 260 225 142 113
internal_count=2342 530 311 1812 1748 261 219 1487 1262 166 127 125 186 1203 1133 873 134 111 260 225 142 113
is_linear=0
shrinkage=0.0032998


Tree=4564
num_leaves=23
num_cat=0
split_feature=1 1 1 13 157 2 42 2 0 42 123 42 159 52 151 52 13 42 16 156 2 13
split_gain=1.17044 0.423964 0.382492 0.362234 0.351387 0.31714 0.435136 0.337088 0.287747 0.30553 0.271529 0.252967 0.241498 0.263716 0.220647 0.291542 0.212745 0.193165 0.186705 0.147045 0.111004 0.108156
threshold=0.11869500000000001 0.089625000000000024 0.091900000000000023 -0.10899499999999999 -0.080799999999999983 0.093565000000000023 0.08512500000000002 0.106035 -0.073674999999999977 0.090395000000000017 0.084845000000000018 0.082755000000000009 0.10725000000000003 -0.15337499999999996 -0.085134999999999975 -0.046924999999999988 0.066010000000000013 0.083795000000000022 -0.056919999999999991 0.087205000000000019 0.095415000000000014 0.00084500000000000016
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 4 -3 -2 17 8 7 -7 18 -10 11 -5 13 20 -15 -16 -17 -1 -4 -19 -6 -9
right_child=3 2 5 10 12 6 -8 21 9 -11 -12 -13 -14 14 15 16 -18 19 -20 -21 -22 -23
leaf_value=0.027601683163535704 -0.0092866327216178917 -0.0032916248735560495 0.012894101752377936 0.0010134548200952931 0.012043765241962965 -0.0019250405214124807 -0.0086545317830538839 0.016080882113845545 -0.0018724206535730905 0.015868566511813769 -0.0051358776421170172 0.016785792374395432 0.020816905420312882 0.020362350644198193 -9.4256261602613256e-05 0.011222522744465948 0.0025943742151583343 0.02197213103587042 0.024968191604309891 0.0094066041446145589 0.022159692699179327 0.0065217866608554623
leaf_weight=59 93 84 90 61 52 64 54 95 58 52 64 55 76 57 81 856 90 52 62 55 79 53
leaf_count=59 93 84 90 61 52 64 54 95 58 52 64 55 76 57 81 856 90 52 62 55 79 53
internal_value=0 0.0109648 0.00724078 -0.00075281 0.0125278 0.00891979 0.00481577 0.00825536 0.0130796 0.0064979 0.00364635 0.00850721 0.0115873 0.0110085 0.0101428 0.00957384 0.0104036 0.0198314 0.0178309 0.01553 0.0181579 0.0126698
internal_weight=0 2069 612 273 1457 528 266 212 262 110 180 116 1291 1215 1084 1027 946 166 152 107 131 148
internal_count=2342 2069 612 273 1457 528 266 212 262 110 180 116 1291 1215 1084 1027 946 166 152 107 131 148
is_linear=0
shrinkage=0.16829


Tree=4565
num_leaves=22
num_cat=0
split_feature=4 12 457 133 12 4 15 42 52 147 4 15 15 4 4 15 151 42 12 1209 1210
split_gain=0.349355 0.426568 0.313678 0.302676 0.335064 0.301407 0.574052 0.263778 0.275225 0.23216 0.226104 0.394142 0.286888 0.256943 0.407453 0.215962 0.246733 0.208389 0.196128 0.142607 0.279322
threshold=0.053255000000000004 -0.10236499999999998 0.10487 0.099660000000000012 0.10508500000000001 -0.0011949999999999997 -0.059484999999999989 -0.0096099999999999988 0.0043000000000000009 0.085610000000000006 -0.039459999999999995 -0.0099749999999999978 -0.045404999999999994 -0.0087849999999999977 -0.012089999999999998 -0.24269999999999997 -0.030624999999999996 0.084945000000000007 0.084795000000000023 0.094730000000000023 -0.087769999999999973
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=2 -2 5 4 7 9 17 -3 15 10 12 13 -1 14 -12 -9 -17 -7 -15 20 -14
right_child=1 3 -4 -5 -6 6 -8 8 -10 -11 11 -13 19 18 -16 16 -18 -19 -20 -21 -22
leaf_value=0.020466547694217196 0.018222330175347416 -0.0034187886858777815 -0.0037373369831072167 -0.0078842257285264023 -0.0073194355086457262 0.015344968992881364 0.029846858902517065 -0.0029406610151969988 0.015945141553946569 0.019396215613921994 0.0057892355840096074 -0.0077372469890882832 -0.0034143025064584044 -0.0054696323775457658 0.02190347961136694 -9.2407759261389029e-05 0.013996782395321665 0.0035525486297510976 0.0074593985960394469 0.016875314201764163 0.0090286973865334758
leaf_weight=64 56 66 52 66 60 101 57 67 93 55 147 60 54 64 64 57 91 74 69 59 887
leaf_count=64 56 66 52 66 60 101 57 67 93 55 147 60 54 64 64 57 91 74 69 59 887
internal_value=0 0.00428815 0.00911913 0.00272392 0.00434129 0.00950109 0.015162 0.00621679 0.00828739 0.00863757 0.00823326 0.00483477 0.00952198 0.00703279 0.0106855 0.00496662 0.0085584 0.0103687 0.0012244 0.00881973 0.00831274
internal_weight=0 556 1807 500 434 1755 232 374 308 1523 1468 404 1064 344 211 215 148 175 133 1000 941
internal_count=2363 556 1807 500 434 1755 232 374 308 1523 1468 404 1064 344 211 215 148 175 133 1000 941
is_linear=0
shrinkage=0.16829


Tree=4566
num_leaves=11
num_cat=0
split_feature=10 39 147 14 14 48 52 1446 157 52
split_gain=0.336458 0.419654 0.297227 0.250532 0.253896 0.234768 0.513715 0.346351 0.222988 0.0820071
threshold=-0.010699999999999999 0.095830000000000012 0.094075000000000006 0.023790000000000002 -1.0000000180025095e-35 0.093265000000000015 -1.0000000180025095e-35 0.097670000000000021 0.084490000000000023 -0.075829999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 9 8 -6 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=0.016685896138303388 0.015761617867449382 -0.0042480555112208796 -0.0058152946479373873 0.016483956572100215 0.0069847190918712184 0.01220191003628197 -0.0086245201435269283 0.020216996235215393 -0.0013101723673119505 0.0032089257705843494
leaf_weight=91 84 103 52 77 1597 66 90 54 97 52
leaf_count=91 84 103 52 77 1597 66 90 54 97 52
internal_value=0 0.00623693 0.00673566 0.0070448 0.00668764 0.00629704 0.000942228 0.0069332 0.00650869 0.00825413
internal_weight=0 2272 2169 2117 2040 1956 208 1748 1694 118
internal_count=2363 2272 2169 2117 2040 1956 208 1748 1694 118
is_linear=0
shrinkage=0.16829


Tree=4567
num_leaves=18
num_cat=0
split_feature=13 3 150 1 43 160 160 15 484 132 484 484 3 150 160 3 12
split_gain=0.258428 0.261455 0.426762 0.445517 0.301409 0.359123 0.357643 0.297594 0.276082 0.252707 0.247448 0.420267 0.264391 0.399578 0.467743 0.193808 0.256563
threshold=0.23904000000000003 0.11745500000000002 1.0000000180025095e-35 0.13539000000000004 -0.013199999999999998 -0.078624999999999987 0.0039250000000000005 -0.070929999999999979 0.086430000000000021 -0.092064999999999994 0.091180000000000011 0.057755000000000008 -0.0062049999999999996 0.083205000000000015 -0.52399499999999988 0.06269000000000001 0.082165000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 10 8 9 -8 -6 -7 11 12 13 14 -1 16 -11
right_child=-2 2 -4 -5 5 6 7 -9 -10 15 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.011089450219719989 -0.0032582722659969267 -0.0041467507466002229 -0.01282088605801915 0.016520677467946155 0.022275162070482288 0.015556435840917291 0.0076806317732830134 0.025259132160074835 0.0068423251214195365 0.015356272550061891 0.01287585915907863 -0.0069431401970159838 -0.0066573132626123084 0.015777172005995706 0.0053865817819919917 -0.0040201939108867654 0.0043659135518994592
leaf_weight=52 91 65 54 54 88 68 57 53 53 69 94 93 53 97 778 64 480
leaf_count=52 91 65 54 54 88 68 57 53 53 69 94 93 53 97 778 64 480
internal_value=0 0.00587538 -0.00040318 0.00521665 0.00639372 0.00865251 0.00725371 0.0161666 0.0164869 0.0058114 0.00458824 0.00386053 0.00488761 0.00554962 0.00435218 0.00472745 0.00575049
internal_weight=0 2272 173 119 2099 932 791 110 141 681 1167 1073 980 927 830 613 549
internal_count=2363 2272 173 119 2099 932 791 110 141 681 1167 1073 980 927 830 613 549
is_linear=0
shrinkage=0.16829


Tree=4568
num_leaves=12
num_cat=0
split_feature=10 1452 1456 484 0 49 1446 3 52 52 49
split_gain=0.232561 0.223055 0.193647 0.279302 0.147297 0.309888 0.317941 0.261061 0.240115 0.216878 0.181334
threshold=-0.010699999999999999 0.085480000000000014 -0.23007499999999997 0.09606000000000002 -0.082824999999999982 -0.076109999999999997 0.086015000000000008 0.13524500000000003 0.14564000000000002 -0.015319999999999999 -0.07107999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 9 8 10 -7 -4
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=0.012945654442545237 0.014057730993158404 0.01203835470868591 0.010999087901033398 -0.0055695712252590386 -0.0070966278551536296 0.0034937142246733209 -0.006040800063111142 -0.0071112804906864413 -0.0047393961174295148 0.0090118376359028148 0.0033759343064171717
leaf_weight=91 52 100 100 89 52 317 56 72 93 561 780
leaf_count=91 52 100 100 89 52 317 56 72 93 561 780
internal_value=0 0.00425852 0.0038995 0.00364949 0.00405436 0.00553148 0.00623647 0.00265891 0.00338373 0.00702158 0.00424424
internal_weight=0 2272 2172 2120 2031 986 934 1045 973 878 880
internal_count=2363 2272 2172 2120 2031 986 934 1045 973 878 880
is_linear=0
shrinkage=0.16829


Tree=4569
num_leaves=16
num_cat=0
split_feature=4 2 123 14 3 42 12 12 4 52 2 2 42 12 150
split_gain=18.7674 6.67127 3.96193 1.62313 1.4982 1.3807 1.1789 1.10197 1.12269 0.905899 0.947563 0.815152 0.558203 0.404693 0.218743
threshold=0.27552000000000004 0.13459500000000005 0.081180000000000016 0.062655000000000016 0.17646500000000004 0.086700000000000013 1.0000000180025095e-35 0.093270000000000006 0.053255000000000004 -0.091784999999999992 0.092235000000000025 0.11556500000000001 1.0000000180025095e-35 0.083785000000000012 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 11 9 13 12 -1 -11 -2 -9 -8 -15
right_child=4 -3 -4 -5 -6 -7 7 8 -10 10 -12 -13 -14 14 -16
leaf_value=0.0018885443965984581 0.0014107466110861798 0.00084719717145451568 0.001145082770554351 0.0023054364474007875 0.00031446419712926992 0.00063810119662539378 0.00208680238200897 0.0018878803512129075 0.0013785524258857935 0.0016903063957882456 0.0011922321186802244 0.00087824022210186356 0.001649164572095279 0.0018485242160562467 0.0020268210872862826
leaf_weight=71 68 88 103 70 52 96 102 226 97 84 84 59 210 866 87
leaf_count=71 68 88 103 70 52 96 102 226 97 84 84 59 210 866 87
internal_value=0 0.00173716 0.00177631 0.00181056 0.000819864 0.000937557 0.00179158 0.00182424 0.00170127 0.00157444 0.00144148 0.00116364 0.00177298 0.00188633 0.00186484
internal_weight=0 2088 2000 1897 275 223 1827 1588 533 239 168 127 436 1055 953
internal_count=2363 2088 2000 1897 275 223 1827 1588 533 239 168 127 436 1055 953
is_linear=0
shrinkage=0.0032998


Tree=4570
num_leaves=18
num_cat=0
split_feature=0 15 15 3 150 150 42 15 15 15 49 15 12 3 15 3 48
split_gain=0.401386 0.635234 0.382242 0.362512 0.381748 0.372243 0.295734 0.406928 0.400654 0.292771 0.248029 0.232728 0.169109 0.357149 0.240151 0.12607 0.229504
threshold=-0.097074999999999981 -0.26826999999999995 -0.14701499999999998 0.10449500000000002 0.092010000000000022 1.0000000180025095e-35 0.084175000000000014 -0.016949999999999996 0.084675000000000014 -0.40312499999999996 0.12603000000000003 -0.042294999999999992 0.085465000000000013 -0.087319999999999995 -0.081479999999999983 -0.015259999999999998 0.08796000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 7 15 -9 -2 12 -8 13 -11 -14 -4 -17
right_child=3 2 6 -5 -6 -7 11 8 -10 10 -12 -13 14 -15 -16 16 -18
leaf_value=-0.01699528332019121 -0.004143067540401159 0.014419072683192686 -0.0034633394449713239 0.016745828214092959 0.015320222588195006 -0.0079698817935069111 0.00040586742606151118 -0.021021015366751244 -0.00088319110364889835 -0.0057421557724158818 -0.0054999374860377039 0.015923886006627651 0.012969860962445104 0.0062655928063273915 0.0060554306938111271 0.011334848769371337 -0.0030765701300036145
leaf_weight=53 91 65 66 81 100 64 56 52 61 98 54 54 169 246 921 78 52
leaf_count=53 91 65 66 81 100 64 56 52 61 98 54 54 169 246 921 78 52
internal_value=0 0.000491813 0.00241043 0.00573021 0.00521727 0.00460127 0.000543231 -0.00211976 -0.0101661 0.00511194 0.00567914 0.00804014 0.00610137 0.00283956 0.00712913 0.00251002 0.00555646
internal_weight=0 537 484 1824 1743 1643 419 309 113 1579 1488 110 1434 344 1090 196 130
internal_count=2361 537 484 1824 1743 1643 419 309 113 1579 1488 110 1434 344 1090 196 130
is_linear=0
shrinkage=0.16829


Tree=4571
num_leaves=24
num_cat=0
split_feature=157 160 1 160 0 12 0 16 160 16 12 160 1 16 49 133 50 16 403 12 0 133 12
split_gain=0.338661 0.328046 0.352237 0.567906 0.327573 0.373802 0.263157 0.246621 0.374112 0.276668 0.436896 0.250251 0.208665 0.218933 0.215407 0.200114 0.307533 0.236144 0.176787 0.156236 0.12027 0.15284 0.0787747
threshold=-0.32366999999999996 -0.51927999999999985 0.080270000000000022 -0.14309999999999998 -0.12608499999999997 -0.09168999999999998 -0.13892999999999997 -0.081109999999999974 -0.023114999999999997 1.0000000180025095e-35 0.08597500000000001 -0.081539999999999987 0.10548500000000001 -0.089834999999999984 -0.025549999999999996 0.062925000000000009 0.089465000000000017 -0.085514999999999994 0.10160500000000001 0.097610000000000016 -0.09194999999999999 1.0000000180025095e-35 0.086985000000000021
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=-1 -2 6 -4 12 -6 -3 18 11 10 -10 22 13 -5 -14 17 -17 -7 20 -11 -8 -22 -9
right_child=1 2 3 4 5 15 7 8 9 19 -12 -13 14 -15 -16 16 -18 -19 -20 -21 21 -23 -24
leaf_value=0.016958028617641795 0.012850318567836347 0.016731847768551446 -0.012956957792878494 -0.0009839519462321734 0.01721300623234568 0.010368823040590345 0.0039073659599288763 0.001897735950978434 -0.01460978898979186 0.0015833243375364889 0.00065730103302741045 0.018480331421121175 0.0088515648292941899 -0.015779941227563883 -0.0048413457861472926 -0.010555165770916289 0.0052867096920494825 0.0020360028797200619 -0.00074748675024648419 0.011337018460863223 0.0078341177207060832 0.016155234022496454 0.010031681819418846
leaf_weight=54 101 52 79 55 54 130 98 89 75 180 181 54 58 59 74 73 66 375 61 63 177 98 55
leaf_count=54 101 52 79 55 54 130 98 89 75 180 181 54 58 59 74 73 66 375 61 63 177 98 55
internal_value=0 0.00346609 0.00303563 0.000746771 0.00189549 0.00375779 0.0050134 0.00447304 0.00250823 4.86261e-05 -0.00380846 0.00869784 -0.0033813 -0.00865729 0.00116163 0.00262677 -0.0030202 0.00418464 0.00762436 0.00411945 0.0089983 0.010806 0.00501693
internal_weight=0 2307 2206 1023 944 698 1183 1131 697 499 256 198 246 114 132 644 139 505 434 243 373 275 144
internal_count=2361 2307 2206 1023 944 698 1183 1131 697 499 256 198 246 114 132 644 139 505 434 243 373 275 144
is_linear=0
shrinkage=0.16829


Tree=4572
num_leaves=22
num_cat=0
split_feature=4 4 2 1 1 51 159 1213 3 3 9 12 0 1210 2 0 0 13 474 2 133
split_gain=0.320456 0.526133 0.390675 0.695725 0.658372 0.387642 0.358264 0.305719 0.273838 0.31152 0.25109 0.465345 0.234645 0.22692 0.186738 0.224023 0.429904 0.194533 0.169858 0.159982 0.126966
threshold=-0.21586499999999997 -0.14236999999999997 0.087675000000000017 0.088415000000000007 0.10548500000000001 1.0000000180025095e-35 -0.22563499999999997 0.0049450000000000006 0.11372500000000001 -0.055839999999999994 0.082870000000000013 0.054520000000000006 0.076335000000000014 -0.063274999999999984 0.11543000000000002 -0.082654999999999992 -0.084369999999999987 -0.05176999999999999 0.023345000000000001 0.13631000000000001 0.0061750000000000008
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 6 13 -5 12 -3 10 9 -6 11 -8 -1 -4 15 16 -15 -17 -13 -10 -9
right_child=1 2 3 4 8 -7 7 20 19 -11 -12 18 -14 14 -16 17 -18 -19 -20 -21 -22
leaf_value=0.013639867940038337 -0.012257537978111435 -0.0075499883581210125 -0.0070286636917339801 -0.018969591298988803 0.0030690857053218999 0.020609515964004194 0.018716901222972909 0.003169557125117033 0.011354959998731269 -0.012414297294740738 -0.003010905328361374 0.0054261413166655295 -0.00037235610644776121 0.0037033195112894162 0.01164450980188649 0.0045601963783333263 0.020394152133117519 -0.004086728853532404 0.013172957543316351 -0.0013986183875445829 -0.0076269639098210497
leaf_weight=53 66 57 52 79 62 62 103 70 55 90 61 563 93 252 90 143 53 152 94 56 55
leaf_count=53 66 57 52 79 62 62 103 70 55 90 61 563 93 252 90 143 53 152 94 56 55
internal_value=0 0.00253068 0.00299921 0.000782441 -0.00549532 0.00945228 0.00539321 0.00617498 -0.00144109 -0.00608689 0.00735584 0.00819028 0.00470197 0.00367839 0.0044879 0.00341141 0.00660958 9.87414e-05 0.00653725 0.00490454 -0.00156654
internal_weight=0 2153 2087 1084 342 208 1003 946 263 152 821 760 146 742 690 600 305 295 657 111 125
internal_count=2361 2153 2087 1084 342 208 1003 946 263 152 821 760 146 742 690 600 305 295 657 111 125
is_linear=0
shrinkage=0.16829


Tree=4573
num_leaves=22
num_cat=0
split_feature=4 4 2 2 1 1 43 13 475 42 484 484 159 129 4 1 16 159 2 4 16
split_gain=0.221617 0.364002 0.315768 0.270193 0.483132 0.358716 0.307707 0.27975 0.239936 0.202117 0.242994 0.375415 0.198969 0.183158 0.175227 0.165669 0.226101 0.160071 0.103551 0.182131 0.165968
threshold=-0.21586499999999997 -0.14236999999999997 0.10859000000000001 0.087675000000000017 0.081540000000000015 0.10548500000000001 -0.097279999999999991 -0.096444999999999989 -0.0070399999999999994 -0.087714999999999987 -0.055809999999999992 -0.084699999999999984 0.10493500000000001 0.086095000000000019 0.065590000000000009 0.12986500000000004 -0.28430999999999995 0.084205000000000016 0.094195000000000015 0.0015850000000000003 -0.080029999999999976
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=2 -2 8 6 13 -6 -3 -8 -1 -9 11 -11 15 17 -12 16 -7 18 19 -5 -20
right_child=1 3 -4 4 5 12 7 9 -10 10 14 -13 -14 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.0037765860687168054 -0.01019471917827759 0.013712837956597604 -0.001840136587451796 0.0030160614070026837 -0.013272020603545057 0.0049439523717685939 0.013537977103555586 -0.0053140373120980746 0.017901712431671525 0.0046257405340629958 0.0038552974797883043 -0.014184372194337868 -0.010202475872605548 -0.0035700562157815218 0.012743704844042981 0.0077782256854245268 -0.0087387870421727527 0.010786824233614989 0.013254508590273812 -0.0077665896758557619 0.0031867663526138519
leaf_weight=57 66 93 65 213 95 65 73 81 86 71 562 52 55 99 71 71 72 90 60 56 208
leaf_count=57 66 93 65 213 95 65 73 81 86 71 562 52 55 99 71 71 72 90 60 56 208
internal_value=0 0.00210479 0.00786156 0.00249462 0.000650764 -0.00440659 0.00448559 0.00354061 0.012284 0.00266653 0.00352396 -0.0033119 -0.00119742 0.00314709 0.0048551 0.00117509 -0.00223386 0.00421055 0.00310504 0.000764667 0.00544744
internal_weight=0 2153 208 2087 1084 358 1003 910 143 837 756 123 263 726 633 208 137 627 537 269 268
internal_count=2361 2153 208 2087 1084 358 1003 910 143 837 756 123 263 726 633 208 137 627 537 269 268
is_linear=0
shrinkage=0.16829


Tree=4574
num_leaves=26
num_cat=0
split_feature=1 2 16 2 4 123 2 1446 1 50 42 13 4 4 1 1212 42 50 157 43 133 43 16 13 2
split_gain=14.259 3.88305 2.92507 1.74086 0.89924 0.952544 0.842001 0.838604 0.918179 0.695845 0.694192 0.644016 0.637219 0.418589 0.326562 0.296957 0.423222 0.28801 0.37116 0.28468 0.168279 0.163063 0.149292 0.114845 0.10241
threshold=0.10141500000000002 0.14307 0.22564000000000003 0.10045500000000002 0.41181500000000004 0.083715000000000026 0.10272000000000002 0.092110000000000011 0.088985000000000022 0.089465000000000017 0.087495000000000003 0.0083850000000000018 -0.069734999999999978 -0.086179999999999993 0.12958500000000003 1.0000000180025095e-35 0.084360000000000004 0.11140500000000002 -0.083699999999999983 -0.06513999999999999 -1.0000000180025095e-35 -0.14839499999999997 -0.077074999999999991 -0.013944999999999997 0.085145000000000012
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 4 7 5 6 -2 8 13 10 -10 19 -4 21 -6 17 -17 18 -15 -5 -21 -1 -11 -23 -25
right_child=1 -3 12 11 14 -7 -8 -9 9 22 -12 -13 -14 15 -16 16 -18 -19 -20 20 -22 23 -24 24 -26
leaf_value=0.0017956568433423218 0.0013393760631672683 0.00023813950086780722 0.0016855538593020301 0.0014585670493032761 0.00076103675661694941 0.00061767294376211619 0.00086297092446643007 0.0019142099892418584 0.00096442138376528488 0.0016392482433409677 0.0013976653089515425 0.0010015614943841135 0.0011945373673870646 0.0017602141502000936 0.00044563642454373064 0.001155333104770045 0.0015185237704768313 0.0012895909862317898 0.0015125421618316891 0.0013713163307450087 0.0011259970937466343 0.0017286651250673351 0.0013882140736089111 0.0014285315785698483 0.0016404661175371575
leaf_weight=67 80 93 56 103 89 63 83 52 84 56 79 94 61 76 61 65 79 56 616 53 80 52 54 56 53
leaf_count=67 80 93 56 103 89 63 83 52 84 56 79 94 61 76 61 65 79 56 616 53 80 52 54 56 53
internal_value=0 0.000857095 0.000973784 0.00145092 0.000831774 0.000963542 0.00109701 0.00150042 0.00148495 0.00131243 0.00117461 0.00123407 0.00142985 0.00152697 0.000633009 0.00149431 0.00135483 0.00152111 0.00153979 0.00132654 0.00122402 0.0016546 0.00151633 0.00159567 0.00153191
internal_weight=0 586 493 1775 376 226 163 1445 1393 273 163 330 117 1120 150 892 144 748 692 236 133 228 110 161 109
internal_count=2361 586 493 1775 376 226 163 1445 1393 273 163 330 117 1120 150 892 144 748 692 236 133 228 110 161 109
is_linear=0
shrinkage=0.0032998


Tree=4575
num_leaves=18
num_cat=0
split_feature=1 3 4 1 1204 3 43 157 4 50 4 4 3 10 4 1 399
split_gain=0.439431 0.316657 0.403748 0.279676 0.237657 0.20493 0.295926 0.278306 0.265258 0.222144 0.352319 0.240992 0.205116 0.159382 0.197708 0.282724 0.149835
threshold=0.12450500000000002 0.077930000000000013 0.020345000000000005 0.089790000000000023 -0.081079999999999985 -0.13392999999999997 -0.086809999999999984 -0.095664999999999986 -0.1075 0.11375500000000001 -0.014319999999999998 -0.085574999999999984 -0.21779999999999997 -0.005834999999999999 0.10686000000000001 0.13840500000000003 0.086340000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 16 6 -6 -7 -9 11 -11 -10 -8 -2 -15 -16 -1
right_child=13 2 -4 -5 5 7 12 8 9 10 -12 -13 -14 14 15 -17 -18
leaf_value=0.0020174900505365643 -0.011831697923442791 -0.0021063358573822455 0.020431832402061322 0.012362265793235639 0.016669979251326114 -0.008850553039351252 -0.0015311995986667919 -0.007599845496554015 0.010369842087699688 0.021395222367157039 0.0017641829527903353 0.0028042791416646546 0.011876321830434768 -0.0092091170857789631 -0.0051308831642522612 0.011562850917641468 -0.010613899815947719
leaf_weight=53 52 75 73 76 83 52 80 57 132 52 52 1258 54 58 60 55 53
leaf_count=53 52 75 73 76 83 52 80 57 132 52 52 1258 54 58 60 55 53
internal_value=0 0.00415478 0.0101477 0.00516398 0.00345685 0.00390852 0.00876698 0.0032497 0.00365654 0.0040872 0.011597 0.00352403 0.00385842 -0.00365809 -0.0011909 0.00283745 -0.00428126
internal_weight=0 2150 224 151 1926 1820 217 1603 1551 1494 104 1390 134 225 173 115 106
internal_count=2375 2150 224 151 1926 1820 217 1603 1551 1494 104 1390 134 225 173 115 106
is_linear=0
shrinkage=0.16829


Tree=4576
num_leaves=17
num_cat=0
split_feature=4 2 12 2 42 4 14 0 0 15 48 4 2 12 43 12
split_gain=16.3451 6.09122 3.5411 1.94831 1.47761 1.02718 0.814754 0.820251 0.635417 1.04657 0.578907 0.723881 0.403767 0.34532 0.308963 0.165968
threshold=0.30163500000000004 0.14271500000000001 -0.007389999999999999 0.10161500000000002 -0.0015249999999999999 -0.26545999999999997 0.062655000000000016 -0.064804999999999988 -0.10803999999999998 -0.42443999999999993 0.082225000000000006 0.029980000000000003 -1.0000000180025095e-35 0.092900000000000024 0.061400000000000003 0.10222500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 7 14 -2 -10 11 13 -6 -5 -7 -15
right_child=8 -3 3 10 12 6 -8 -9 9 -11 -12 -13 -14 15 -16 -17
leaf_value=0.0014404822102116782 0.000778782629188156 0.00051178868736484354 0.00196917422380394 0.0017237084932946549 0.00061810288171688151 0.0015815757702829214 0.0019103111300842273 0.0011872750176306381 0.00065560094725335041 9.9293982879622282e-05 0.0010697401951393997 0.0011083754485807786 0.001005735799504892 0.0012672606323241842 0.0014160027769574753 0.0015329753536054787
leaf_weight=71 101 72 72 55 52 1179 71 67 96 60 88 72 69 55 142 53
leaf_count=71 101 72 72 55 52 1179 71 67 96 60 88 72 69 55 142 53
internal_value=0 0.00145586 0.00148907 0.00153329 0.00106188 0.00158253 0.00156342 0.00154565 0.000574408 0.000441863 0.00129979 0.00138579 0.000839441 0.00150811 0.0015638 0.00139798
internal_weight=0 2118 2046 1854 192 1531 1459 1388 257 156 323 235 121 163 1321 108
internal_count=2375 2118 2046 1854 192 1531 1459 1388 257 156 323 235 121 163 1321 108
is_linear=0
shrinkage=0.0032998


Tree=4577
num_leaves=17
num_cat=0
split_feature=3 3 3 12 2 151 49 3 2 3 12 159 12 3 1 2
split_gain=0.399184 0.459115 0.337614 0.378714 0.26472 0.208093 0.32756 0.774457 0.223025 0.425178 0.379932 0.271726 0.335721 0.208066 0.305677 0.131136
threshold=0.149315 0.077930000000000013 -0.0088599999999999981 -0.088294999999999985 0.13443000000000002 0.084350000000000008 -0.046979999999999987 -0.089694999999999983 0.084735000000000019 -0.10175499999999998 0.083785000000000012 0.11939500000000002 0.083825000000000024 0.091170000000000015 0.10254500000000001 0.087645000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 6 7 -1 9 -8 -11 12 -10 -3 -15 -9
right_child=4 13 3 -5 -6 -7 8 15 11 10 -12 -13 -14 14 -16 -17
leaf_value=-0.019740160788698159 0.0029665465922728462 0.021303579652755811 0.0037742767764309907 -0.013836770905898825 -0.01241938521460475 0.014028816810279428 0.018772222240318465 -0.00081431897529910197 -0.0053117638529804438 0.017232187257843194 0.0037215172044211416 0.015086776185526039 0.0037693924114005632 0.0014974587813799255 0.016779106124290191 0.010781446010910561
leaf_weight=54 59 52 75 64 68 60 79 56 132 68 449 52 904 77 72 54
leaf_count=54 59 52 75 64 68 60 79 56 132 68 449 52 904 77 72 54
internal_value=0 0.00443438 0.00367949 -0.00432148 -0.00525744 0.00426331 0.00394527 -0.00322788 0.00464491 0.00726401 0.00550202 0.00320854 0.0026106 0.0121133 0.00889394 0.00486182
internal_weight=0 2248 2047 139 127 1908 1848 164 1684 596 517 1088 1036 201 149 110
internal_count=2375 2248 2047 139 127 1908 1848 164 1684 596 517 1088 1036 201 149 110
is_linear=0
shrinkage=0.16829


Tree=4578
num_leaves=18
num_cat=0
split_feature=15 2 42 51 51 2 124 34 159 52 15 480 1204 52 1446 15 480
split_gain=0.268595 0.39385 0.279648 0.311834 0.266163 0.246415 0.431406 0.252298 0.234702 0.207418 0.199835 0.174881 0.158221 0.168722 0.151411 0.157809 0.088436
threshold=-0.4680149999999999 0.11556500000000001 0.095935000000000006 -0.06512999999999998 0.067785000000000012 -0.0050599999999999994 -0.081719999999999987 -1.0000000180025095e-35 -0.024374999999999997 0.10347000000000002 0.088005000000000014 0.086995000000000017 -0.081079999999999985 0.093245000000000008 0.083715000000000026 0.046165000000000005 0.093630000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 7 -7 -2 11 12 -11 14 -10 -14 15 -8 -13
right_child=1 2 -4 4 -6 6 8 -9 9 10 -12 16 13 -15 -16 -17 -18
leaf_value=0.01222942050630995 0.0038552838998902931 0.003546013646363106 0.0044350520015069674 -0.016855249251239802 -0.0018814971996769486 0.017490286300872741 0.012580272120681201 -0.012181285248757294 -0.0031087136753754326 0.0038748487737276919 -0.0081810874486282527 -0.0023823239912688608 0.003629945314883649 0.013438112037643356 0.018538605538625456 0.00090879281088463218 0.007010126104725802
leaf_weight=91 57 62 102 83 57 67 85 54 94 69 89 52 1190 52 55 54 62
leaf_count=91 57 62 102 83 57 67 85 54 94 69 89 52 1190 52 55 54 62
internal_value=0 0.00289895 -0.00273752 -0.00636821 -0.0107716 0.00376526 0.00422325 -0.00393011 0.00372897 0.00285505 -0.00290478 0.00796221 0.00353757 0.00404204 0.0110393 0.00805895 0.00271009
internal_weight=0 2284 304 202 140 1980 1869 111 1802 1494 158 308 1336 1242 194 139 114
internal_count=2375 2284 304 202 140 1980 1869 111 1802 1494 158 308 1336 1242 194 139 114
is_linear=0
shrinkage=0.16829


Tree=4579
num_leaves=12
num_cat=0
split_feature=0 0 11 41 3 147 51 12 13 15 0
split_gain=0.516075 0.377312 0.306709 0.332295 0.978846 0.297727 0.476432 0.267044 0.470089 0.319992 0.209212
threshold=-0.23046999999999998 0.14486500000000005 1.0000000180025095e-35 0.079300000000000009 -0.21779999999999997 0.090115000000000015 0.14743000000000003 -0.14765999999999999 -0.09219999999999999 -0.032264999999999995 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 -2 9 -9 -10
right_child=1 -3 3 -5 -6 -7 -8 8 10 -11 -12
leaf_value=0.015915231319088778 0.013875543652080847 -0.011785701679175163 0.00049496343290935697 -0.0015979174285390822 0.030567724523022359 0.014448577854688234 -0.014229734266032201 -0.00029279606130629468 0.003179926735068425 -0.013623446773707647 -0.0045360658592622279
leaf_weight=81 53 53 68 55 56 53 52 126 1586 86 106
leaf_count=81 53 53 68 55 56 53 52 126 1586 86 106
internal_value=0 0.00224263 0.0025752 0.00926014 0.0140907 0.00199402 0.00166456 0.00208781 0.00175874 -0.00570899 0.00269548
internal_weight=0 2294 2241 179 124 2062 2009 1957 1904 212 1692
internal_count=2375 2294 2241 179 124 2062 2009 1957 1904 212 1692
is_linear=0
shrinkage=0.16829


Tree=4580
num_leaves=17
num_cat=0
split_feature=12 15 15 51 4 3 160 457 159 159 4 4 3 43 15 12
split_gain=0.451281 0.411014 0.339193 0.444246 0.454864 0.607531 0.270865 0.351137 0.267305 0.224783 0.363918 0.277939 0.221569 0.180296 0.123452 0.0925527
threshold=-0.092124999999999985 -0.26424499999999995 0.091475000000000015 -0.13217999999999999 -0.51003499999999991 0.13772500000000001 0.11405000000000001 0.090150000000000022 0.082200000000000009 -1.0000000180025095e-35 -0.07878499999999998 -0.05461499999999999 -0.21779999999999997 -0.073404999999999984 0.11667500000000001 0.097610000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 7 12 13 14 -11 15 -6 -2 -4 -12
right_child=2 -3 9 4 5 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.019566887353201563 -0.0017565116398177393 -0.0007512214551943508 0.010009714577655033 0.019174595940055026 -0.0051168486662290617 -0.01046167390988937 -0.007678964260295849 0.016671676318997995 0.0055860782975573802 -0.015861632208329927 -0.00042354293319186824 -0.0096583234525419569 0.0045897199531973144 -0.014114032959240495 -0.0014541492401233117 0.0086332812571367507
leaf_weight=52 61 90 52 54 70 84 52 66 52 66 82 76 1309 75 54 52
leaf_count=52 61 90 52 54 70 84 52 66 52 66 82 76 1309 75 54 52
internal_value=0 -0.00765412 0.00213166 0.00308756 0.00397898 0.00345883 0.00424114 0.00467135 -0.00465544 -0.00242543 -0.00495832 -0.00152301 0.0040957 -0.00858453 0.00415268 0.00307764
internal_weight=0 142 2205 1823 1635 1581 1497 1445 188 382 276 210 1379 136 106 134
internal_count=2347 142 2205 1823 1635 1581 1497 1445 188 382 276 210 1379 136 106 134
is_linear=0
shrinkage=0.16829


Tree=4581
num_leaves=27
num_cat=0
split_feature=1 3 2 2 2 3 52 1 2 12 39 2 401 42 42 3 49 12 1 0 0 2 42 402 2 12
split_gain=57.5071 9.28369 4.52352 3.91032 2.55308 2.20793 2.14964 3.15475 1.83419 1.20075 1.18842 0.870423 0.759607 0.627193 0.555859 0.476723 0.375328 0.601977 0.308378 0.495053 0.493709 0.455229 0.298155 0.235539 0.12187 0.0975813
threshold=0.10892500000000001 -0.055389999999999988 0.10045500000000002 0.14492000000000002 0.114165 0.30835000000000007 -0.45478499999999994 0.10141500000000002 -0.0091949999999999983 0.08598500000000002 0.089130000000000015 0.11366500000000002 0.078085000000000016 0.089305000000000009 0.094965000000000008 0.09037000000000002 0.087720000000000006 0.083785000000000012 0.091785000000000019 -0.080514999999999989 -0.092734999999999984 0.09167500000000002 -0.042074999999999994 0.10913500000000002 0.093595000000000025 0.090175000000000019
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 8 5 -2 10 -4 11 -1 12 -3 13 15 22 -13 16 17 -10 20 -20 25 23 -8 -22 -23 -11
right_child=1 3 6 -5 -6 -7 7 -9 9 18 -12 14 -14 -15 -16 -17 -18 -19 19 -21 21 24 -24 -25 -26 -27
leaf_value=0.001191965737888392 0.0014839599129760192 0.00072656873973267933 0.001816832984755817 -0.00060006275591919329 0.00053118438940345217 -0.00031922500699756135 0.0015233185716930738 0.00061254222798744315 0.0021011613715424082 0.0018542410832460994 0.00017067349660280902 0.00093719409685090525 0.0022853318935976224 0.0012687074493265612 0.0014206880021348171 0.0015799651709518334 0.0016476302344251006 0.0018267467957636227 0.001317186732553655 0.0017196111734863898 0.0017392647930426701 0.0014306086475199321 0.0018692059075615917 0.0019803712823519841 0.0016268160010193509 0.0020643347486903516
leaf_weight=58 75 82 98 79 52 55 53 66 164 57 86 52 56 53 53 54 52 194 52 98 419 54 60 52 121 52
leaf_count=58 75 82 98 79 52 55 53 66 164 57 86 52 56 53 53 54 52 194 52 98 419 54 60 52 121 52
internal_value=0 0.000345567 0.00168212 3.06589e-05 0.00109412 0.000254256 0.00138586 0.00126043 0.001769 0.00179246 0.000442213 0.00141809 0.00191941 0.00156747 0.00118158 0.00187517 0.00191397 0.00195255 0.00171948 0.00158034 0.00174708 0.00171197 0.00170729 0.00176596 0.00156647 0.00195479
internal_weight=0 429 1918 302 127 223 435 337 1483 1425 168 271 520 166 105 464 410 358 905 150 755 646 113 471 175 109
internal_count=2347 429 1918 302 127 223 435 337 1483 1425 168 271 520 166 105 464 410 358 905 150 755 646 113 471 175 109
is_linear=0
shrinkage=0.0032998


Tree=4582
num_leaves=15
num_cat=0
split_feature=4 3 39 3 51 14 376 4 0 3 3 0 1452 15
split_gain=7.54245 3.05479 1.70123 0.796715 0.623048 0.625019 0.585278 0.503492 1.50064 0.412025 0.396113 0.455936 0.340903 0.233774
threshold=0.30163500000000004 0.10323000000000002 0.081875000000000017 0.13524500000000003 -0.26621499999999992 0.076175000000000007 0.083960000000000021 -0.49269499999999994 -0.0076699999999999989 0.30112000000000005 -0.13795999999999997 -0.095869999999999983 0.087755000000000014 -0.088489999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 7 13 -6 12 -3 -2 -12 -9 -4
right_child=3 9 6 -5 5 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.00074814907512743925 0.00070344392935839167 0.00063345067355362718 0.00097279305701681803 5.4056623672612346e-05 0.0012619830435211413 0.001370531380181334 0.00038987109780204058 0.001023315703331552 0.00046720553573587856 0.00025992407781498772 0.00061502837147152248 0.00022128135441971136 0.0012838533813332191 0.00065788855966052086
leaf_weight=84 58 81 52 66 96 61 54 1442 53 54 53 82 58 53
leaf_count=84 58 81 52 66 96 61 54 1442 53 54 53 82 58 53
internal_value=0 0.00096487 0.000998071 0.000367625 0.0010271 0.00104078 0.000670295 0.00102856 0.00101411 0.000484301 0.000474672 0.000376124 0.00103341 0.000814177
internal_weight=0 2088 1953 259 1794 1710 159 1649 1553 135 193 135 1500 105
internal_count=2347 2088 1953 259 1794 1710 159 1649 1553 135 193 135 1500 105
is_linear=0
shrinkage=0.0032998


Tree=4583
num_leaves=27
num_cat=0
split_feature=1 52 3 9 4 0 1 4 12 43 15 12 3 4 3 12 0 52 12 1 15 4 12 4 12 47
split_gain=23.5694 5.73319 3.37817 1.75505 1.41061 1.40878 1.81326 1.44954 1.05282 0.825062 0.996285 0.687381 0.594771 0.510639 0.506004 1.08509 0.4883 0.483136 0.425699 0.425023 0.34065 0.647097 0.296688 0.269138 0.263807 0.225668
threshold=0.104035 -0.41304999999999997 0.30112000000000005 -1.0000000180025095e-35 0.41181500000000004 -0.079249999999999987 0.092415000000000011 -0.096364999999999992 0.089435000000000014 -0.082094999999999987 0.041820000000000003 0.089300000000000004 -0.0068249999999999986 -0.50086499999999989 -0.0005399999999999999 0.083785000000000012 -0.045754999999999997 0.087765000000000024 0.081420000000000006 0.12122500000000001 -0.082674999999999985 -0.051459999999999992 0.092495000000000008 -0.030434999999999993 0.097610000000000016 0.083875000000000019
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 -3 8 6 7 -1 12 10 -7 14 -5 -11 15 18 22 -17 -9 -6 -13 -22 -15 24 -24 -8
right_child=1 2 -4 4 19 9 25 11 -10 13 -12 20 -14 16 -16 17 -18 -19 -20 -21 21 -23 23 -25 -26 -27
leaf_value=0.0021086264850709259 0.0016462318848717336 0.00016713049281244516 4.1997033408437459e-05 0.00054319403605349189 0.00072904146869764487 0.00094855577551874548 0.0010242046593745345 0.0017226928623942889 0.0013087946637182699 0.0016874727913333235 0.0015025524760922976 0.0015930022579992899 0.0010329882767550608 0.001628607872828386 0.0013202606083031153 0.0016275831320540443 0.0011057000234557127 0.0014000111921035267 0.0020988729447599629 0.00035634785777978706 0.001512937148228835 0.0011126020151657025 0.0013476432042737842 0.0012043580271346305 0.001612703908808334 0.0013206461748147408
leaf_weight=56 61 54 103 53 72 101 65 70 73 69 55 82 56 66 61 437 62 136 65 63 99 81 115 73 67 52
leaf_count=56 61 54 103 53 72 101 65 70 73 69 55 82 56 66 61 437 62 136 65 63 99 81 115 73 67 52
internal_value=0 0.000693714 0.000571058 0.000717846 0.000811547 0.0014821 0.00154769 0.00158979 0.00100137 0.00135217 0.0011441 0.00156157 0.000795155 0.0014239 0.00161164 0.00163669 0.00137632 0.00157363 0.00190408 0.000555379 0.0014145 0.00133298 0.00142848 0.00137654 0.00144541 0.00115626
internal_weight=0 535 474 371 317 1812 1204 1087 182 608 156 1031 109 452 769 708 383 573 135 135 262 180 321 255 182 117
internal_count=2347 535 474 371 317 1812 1204 1087 182 608 156 1031 109 452 769 708 383 573 135 135 262 180 321 255 182 117
is_linear=0
shrinkage=0.0032998


Tree=4584
num_leaves=28
num_cat=0
split_feature=1 52 1 3 4 3 1 16 4 4 474 15 43 3 3 4 16 16 52 16 43 52 43 15 15 159 15
split_gain=28.9286 7.93726 4.02797 2.49432 1.36006 1.21303 1.08057 0.734571 1.50494 0.575579 0.526858 0.499266 0.454309 0.409695 0.358723 0.336983 0.321617 0.309288 0.429399 0.269995 0.251651 0.327348 0.223867 0.212375 0.174167 0.141333 0.118662
threshold=0.10141500000000002 -0.41304999999999997 0.13429500000000003 -0.031844999999999991 0.049545000000000006 -0.10468499999999999 0.090785000000000018 0.0060650000000000009 -0.49432999999999994 0.50373500000000015 0.088510000000000019 -0.030229999999999996 -0.036794999999999994 -0.07403499999999999 -0.072739999999999985 -0.062109999999999992 -0.0096099999999999988 -0.067534999999999998 0.05118000000000001 -0.50393499999999991 -0.15786499999999998 0.088425000000000017 0.059230000000000012 -1.0000000180025095e-35 -0.074959999999999985 -0.023134999999999996 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 5 16 -3 7 14 -9 -4 11 24 13 -8 20 -14 -5 18 -16 -6 -1 22 23 -22 -10 -23 -27
right_child=1 2 9 4 19 -7 12 8 10 -11 -12 -13 15 -15 17 -17 -18 -19 -20 -21 21 25 -24 -25 -26 26 -28
leaf_value=0.0016516758765847954 0.0018598259158606472 0.00094039813478998869 0.00050821245145088413 0.00062869821026365329 0.00080420457033702358 0.0015581234601328832 0.0015650599325927115 0.0021514262702158858 0.0017509533585240448 0.0001052878330338212 0.0018392235867440378 0.0012785397548446258 0.0018223243681703891 0.0011745830929633082 0.0016296319211816315 0.0014701619884183164 0.00026179032146545172 0.0015406109319318056 0.0020197673548191892 0.0011276792548083523 0.001844267825102197 0.0019118878452019613 0.0017021496027358485 0.0019779126568606423 0.0014984677954171519 0.0018589623723005988 0.0016686176334383869
leaf_weight=74 81 63 76 53 57 78 67 52 52 79 52 92 74 54 74 52 52 91 55 58 242 55 60 316 80 52 156
leaf_count=74 81 63 76 53 57 78 67 52 52 79 52 92 74 54 74 52 52 91 55 58 242 55 60 316 80 52 156
internal_value=0 0.000899209 0.000748346 0.000939429 0.000719477 0.00128237 0.00174056 0.00177395 0.00163478 0.000303078 0.00153731 0.00146707 0.00153722 0.00139109 0.00181277 0.00167727 0.000447327 0.00169066 0.00179624 0.000967655 0.00184086 0.00185671 0.00189892 0.00192002 0.0015982 0.00175739 0.00171637
internal_weight=0 597 516 361 220 141 1750 1503 328 155 276 224 247 121 1175 126 105 220 129 115 955 881 618 558 132 263 208
internal_count=2347 597 516 361 220 141 1750 1503 328 155 276 224 247 121 1175 126 105 220 129 115 955 881 618 558 132 263 208
is_linear=0
shrinkage=0.0032998


Tree=4585
num_leaves=18
num_cat=0
split_feature=4 41 4 0 13 4 13 1454 130 155 4 403 15 0 13 43 15
split_gain=0.89966 0.573157 0.444495 0.415172 0.363265 0.31506 0.296047 0.252515 0.260097 0.251255 0.218548 0.38269 0.284217 0.260029 0.245664 0.156905 0.151653
threshold=0.26900000000000007 0.075585000000000013 -0.42305999999999994 -0.086224999999999982 -0.10899499999999999 0.50609000000000004 -0.091914999999999983 0.083800000000000013 -0.0094199999999999978 1.0000000180025095e-35 -0.082184999999999994 -0.015054999999999997 -0.0036549999999999998 -0.13892999999999997 -0.088444999999999982 -0.082144999999999982 -0.12291999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 10 -2 16 -5 8 -8 -1 -4 -12 13 -13 -14 -10 -6
right_child=4 -3 3 6 5 -7 7 -9 15 -11 11 12 14 -15 -16 -17 -18
leaf_value=0.021671272384373431 -0.01280736179997416 0.02038208016621176 0.015959490395801662 -0.0088979617988457684 -0.011512693426858876 0.0079416367145410515 -0.0063215597933940874 -0.0073164653453701729 0.0020874009322275713 0.0073033819295850689 -0.0038443009566442249 0.00050176598271614191 0.0091407195617411955 0.0096528624546710715 0.024598397127130568 0.0068220688937581696 0.00090427585051953507
leaf_weight=79 81 85 101 52 57 90 57 52 287 62 74 124 63 306 55 650 54
leaf_count=79 81 85 101 52 57 90 57 52 287 62 74 124 63 306 55 650 54
internal_value=0 0.00684341 0.00625595 0.00554956 -0.00329165 0.000534103 0.00348484 0.00410215 0.00470131 0.0153662 0.0086827 0.00749821 0.00903314 0.00701812 0.0163608 0.00537377 -0.00545582
internal_weight=0 2047 1962 1821 282 201 1098 1046 994 141 723 622 548 430 118 937 111
internal_count=2329 2047 1962 1821 282 201 1098 1046 994 141 723 622 548 430 118 937 111
is_linear=0
shrinkage=0.16829


Tree=4586
num_leaves=14
num_cat=0
split_feature=1 14 48 151 1454 0 131 1 12 12 16 16 16
split_gain=0.985065 0.555678 0.287925 0.232174 0.231903 0.231501 0.271523 0.375332 0.240018 0.172876 0.149363 0.103765 0.103764
threshold=0.14262000000000002 0.019675000000000002 -0.023659999999999997 -0.081864999999999979 0.095590000000000022 0.033830000000000006 0.094990000000000019 0.12072500000000001 0.083935000000000023 0.087905000000000025 0.22945500000000005 0.051380000000000002 -0.13895999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -4 -8 -7 -11 -9
right_child=-2 -3 4 -5 -6 10 9 12 -10 11 -12 -13 -14
leaf_value=0.0033795928730062769 -0.013793272868557095 0.019101841721792929 0.0086990213063906554 -0.011056900674699553 -0.0046579881165775472 0.0063005177812951209 0.01901408947621409 -0.010480210972870937 0.003818215849461311 0.0036963693222863536 0.016337150808533804 0.013470250269294272 -0.00010362766382771601
leaf_weight=72 79 80 383 56 64 81 56 53 1131 75 89 53 57
leaf_count=72 79 80 383 56 64 81 56 53 1131 75 89 53 57
internal_value=0 0.00532019 0.00481128 -0.00292234 0.00529693 0.00561994 0.0050599 0.0043639 0.00505411 0.0111931 0.0115656 0.0077574 -0.00511959
internal_weight=0 2250 2170 128 2042 1978 1808 1624 1514 184 170 128 110
internal_count=2329 2250 2170 128 2042 1978 1808 1624 1514 184 170 128 110
is_linear=0
shrinkage=0.16829


Tree=4587
num_leaves=19
num_cat=0
split_feature=4 2 39 13 2 2 14 457 155 13 51 16 159 13 39 151 16 50
split_gain=52.5326 12.9809 6.14388 5.58332 3.48106 2.05656 1.77574 1.27197 0.921175 0.886259 0.689695 0.716662 1.2549 0.651469 0.588235 0.578955 0.453504 0.370386
threshold=0.30163500000000004 0.10859000000000001 0.084535000000000013 -0.14819499999999997 0.14234000000000005 0.14019000000000004 0.062655000000000016 0.080930000000000016 0.097110000000000016 -0.012279999999999998 0.092950000000000019 0.0086100000000000013 0.088800000000000004 -0.0074049999999999993 0.089535000000000017 -0.089594999999999994 -0.0021749999999999994 0.10030500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 8 13 7 10 9 -5 11 16 -13 -2 -4 -9 -1 -12
right_child=5 3 14 4 -6 -7 -8 15 -10 -11 17 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0024328666905151261 0.0006590884531361259 0.00067097686002868986 0.0013826845287843593 0.0021590201876256071 0.0010802441551674134 0.00015005531207059453 0.0029856308238235241 0.0023072864314138942 0.0024170071425234606 0.0016817009195220646 0.0028740269222249852 0.0023709843391617885 0.0018140583443085291 0.0010433146367605261 0.0018674175222225889 0.0018162547518088214 0.0026973839789173819 0.0025090653243391835
leaf_weight=969 100 52 55 83 52 61 61 53 52 89 56 235 55 94 56 54 79 73
leaf_count=969 100 52 55 83 52 61 61 53 52 89 56 235 55 94 56 54 79 73
internal_value=0 0.00226657 0.00237976 0.0016639 0.00185084 0.000679232 0.00243081 0.00240928 0.00202958 0.00191224 0.00243475 0.00241226 0.00226548 0.000845442 0.00162755 0.00205981 0.00245284 0.00266777
internal_weight=0 2074 1746 328 276 255 1635 1574 224 172 1467 1338 290 194 111 107 1048 129
internal_count=2329 2074 1746 328 276 255 1635 1574 224 172 1467 1338 290 194 111 107 1048 129
is_linear=0
shrinkage=0.0032998


Tree=4588
num_leaves=18
num_cat=0
split_feature=15 3 10 3 12 48 447 12 15 15 12 52 3 43 16 52 131
split_gain=27.8399 13.6355 7.93975 3.51143 1.89568 1.79865 1.4403 0.952045 0.62475 1.0331 0.810415 0.509888 0.499557 0.424343 0.37857 0.347304 0.221408
threshold=-0.2987999999999999 0.20828500000000003 -1.0000000180025095e-35 -0.072024999999999992 -0.040564999999999997 0.10168500000000001 0.084065000000000015 0.087905000000000025 -1.0000000180025095e-35 -0.050004999999999994 0.090045000000000014 0.0074400000000000013 -0.12077499999999998 -0.09168999999999998 -0.083479999999999985 -0.085924999999999987 0.023795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 -1 8 7 12 9 15 -10 13 -4 -9 -14 -5 -13
right_child=1 -3 3 5 -6 -7 -8 11 10 -11 -12 16 14 -15 -16 -17 -18
leaf_value=0.00025787486973288419 0.0010123978332763392 0.00045413906742200553 0.0024996614908574417 0.0021286890234036133 0.00096033695862995916 0.0013500016179423754 0.0015847274945011611 0.0018100390892209503 0.0022499228610857939 0.001383109286644528 0.0018221182336840363 0.0021249110760633927 0.0023327486156613079 0.0020546361393993782 0.0021425548674360992 0.00181485287362701 0.0023301072164871725
leaf_weight=95 85 64 77 53 75 78 52 100 98 55 98 255 184 390 331 159 80
leaf_count=95 85 64 77 53 75 78 52 100 98 55 98 255 184 390 331 159 80
internal_value=0 0.00195522 0.00200106 0.00204285 0.000567992 0.00181514 0.00212669 0.00214656 0.00189342 0.00178848 0.0020362 0.00207355 0.00224824 0.00200479 0.00221058 0.00189348 0.00217402
internal_weight=0 2159 2095 2010 170 541 1469 1417 463 267 196 825 592 490 515 212 335
internal_count=2329 2159 2095 2010 170 541 1469 1417 463 267 196 825 592 490 515 212 335
is_linear=0
shrinkage=0.0032998


Tree=4589
num_leaves=15
num_cat=0
split_feature=3 51 12 1209 14 1 448 12 1455 40 133 0 1429 133
split_gain=1.03878 0.349989 0.432097 0.257474 0.270445 0.280727 0.392675 0.235244 0.223097 0.209972 0.231767 0.170863 0.237686 0.136773
threshold=0.20828500000000003 0.10707500000000002 0.088365000000000013 0.082105000000000011 0.019675000000000002 0.085720000000000005 -0.052389999999999999 0.087515000000000023 -0.03281499999999999 -0.08440499999999998 -0.0079049999999999971 -0.090889999999999985 0.084105000000000027 -0.081804999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 -7 -5 -1 -8 -11 13 -13 -10
right_child=-2 2 -4 7 -6 6 9 -9 11 10 -12 12 -14 -15
leaf_value=-0.0019697254869722246 -0.0097019867062472856 0.025130153436548782 0.0076571230182148854 0.023064204308260734 0.016904361277221464 -0.010346281899179098 -0.0054877943415775395 0.0089310671288113947 0.0074590627612069948 -0.00069516304356601836 0.0071738507693394002 0.0064360672326521035 0.016601081368979701 0.015825555209308374
leaf_weight=60 101 71 93 52 70 52 52 95 92 132 530 714 72 143
leaf_count=60 101 71 93 52 70 52 52 95 92 132 530 714 72 143
internal_value=0 0.0077402 0.0152326 0.00714401 0.00662172 0.00623105 0.0037619 0.0139428 0.00797903 0.00479191 0.00560209 0.00856543 0.0073695 0.0125578
internal_weight=0 2228 164 2064 1917 1847 766 147 1081 714 662 1021 786 235
internal_count=2329 2228 164 2064 1917 1847 766 147 1081 714 662 1021 786 235
is_linear=0
shrinkage=0.16829


Tree=4590
num_leaves=22
num_cat=0
split_feature=4 147 12 147 47 157 43 12 48 43 43 1186 4 4 43 13 13 43 12 12 13
split_gain=0.495287 0.520689 0.398995 0.373539 0.329935 0.379801 0.371645 0.345922 0.325811 0.54825 0.458143 0.264459 0.26424 0.338619 0.303411 0.199717 0.16172 0.0970933 0.0951177 0.0813497 0.0245634
threshold=0.0053900000000000016 0.089365000000000014 -0.096234999999999987 0.088145000000000015 0.11635500000000001 -0.037734999999999998 -0.00067499999999999993 0.093535000000000021 0.092475000000000016 -0.37529499999999999 -0.079329999999999984 0.057025000000000006 -0.088499999999999981 -0.21586499999999997 0.065040000000000014 -0.085409999999999986 -0.062109999999999992 -0.077889999999999987 0.092295000000000002 0.091515000000000013 -0.029529999999999997
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 -2 8 5 -4 16 20 9 -1 -10 12 13 19 15 -14 17 -7 -16 -11 -8
right_child=1 -3 4 -5 -6 6 7 -9 10 11 -12 -13 14 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.021886706687995246 -0.0078620217510599038 -0.013389603416727932 -0.0070219363492463145 0.021599014171382921 -0.0070709112626576968 0.0037765456350457123 0.021878566580926979 0.0037814695645228538 -0.01059754704345953 0.010120898548901695 0.0079344449487685365 0.018673154148141916 0.012840195690466282 -0.0065246715999295159 -0.0055703186931000473 0.0072886738972393738 0.0091018332992810168 -0.0050791545292452507 0.0044201708711432705 0.0019797037528354309 0.01685593330109493
leaf_weight=75 76 56 52 52 56 91 54 64 68 81 85 54 243 91 56 767 101 57 52 62 69
leaf_count=75 76 56 52 52 56 91 54 64 68 81 85 54 243 91 56 767 101 57 52 62 69
internal_value=0 0.00214455 0.00355053 0.00754037 0.00514824 0.00655411 0.0081774 0.0138509 0.00709187 0.00785572 -0.000290254 0.00710599 0.00664266 0.00149055 0.0077194 0.00862612 0.00390939 0.000353765 -0.000743448 0.00660371 0.0190756
internal_weight=0 676 620 1686 544 488 436 187 1634 1481 153 1406 1352 234 1118 1010 249 148 108 143 123
internal_count=2362 676 620 1686 544 488 436 187 1634 1481 153 1406 1352 234 1118 1010 249 148 108 143 123
is_linear=0
shrinkage=0.16829


Tree=4591
num_leaves=24
num_cat=0
split_feature=12 2 2 15 156 0 49 13 2 52 15 16 49 2 2 159 47 12 151 483 16 16 13
split_gain=17.3452 5.7699 3.42568 3.09405 1.97038 1.66581 1.2736 0.993786 0.903921 0.875818 1.17797 0.937993 0.834182 0.513237 0.410548 0.52632 0.299092 0.272359 0.415923 0.389144 0.178831 0.173899 0.24039
threshold=0.077755000000000005 0.13388500000000003 0.14721500000000001 -0.37478999999999996 0.08549000000000001 -0.066849999999999979 -0.033169999999999991 -0.0025349999999999995 0.090000000000000011 -0.54502499999999987 0.03981500000000001 0.31481000000000009 -0.066894999999999982 0.11342000000000001 0.11144000000000001 0.081445000000000017 0.10621500000000002 0.083785000000000012 -0.085164999999999977 0.0015150000000000003 -0.0073349999999999986 -0.08921999999999998 -0.077944999999999987
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 3 13 6 8 12 -8 16 -7 11 -11 -5 -1 15 21 17 -2 -19 -20 -9 -10 -23
right_child=1 -3 -4 4 -6 9 7 20 14 10 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24
leaf_value=0.00036318418118053456 0.0019634320657244673 0.00058480303957924651 0.00031857616432482626 0.0010502846759949109 0.0016650669044244591 0.0017820172806888202 0.001007641572832911 0.0015999908423201064 0.0014495398058826426 0.00090088302863563455 0.001733465114018369 0.00144197565769719 0.00052864969970041302 0.00081006344555863 0.0013093608057827644 0.0019337535882630876 0.0015242684652898677 0.0020187175567954294 0.001768139602710593 0.0015147958441636545 0.0013363339340210813 0.0017594225699446805 0.0015365393231249211
leaf_weight=54 87 55 72 95 84 58 91 59 91 74 54 67 52 59 52 53 53 67 721 75 59 91 139
leaf_count=54 87 55 72 95 84 58 91 59 91 74 54 67 52 59 52 53 53 67 721 75 59 91 139
internal_value=0 0.00163752 0.000996314 0.00108449 0.00120965 0.00167192 0.0011021 0.00126799 0.00171573 0.0014243 0.00131772 0.00115825 0.000866 0.000596822 0.00158758 0.00162617 0.00177013 0.00178381 0.00176566 0.00174431 0.00146846 0.00157528 0.00162488
internal_weight=0 1737 625 553 440 1682 356 209 1429 253 195 141 147 113 426 374 1003 950 863 796 118 321 230
internal_count=2362 1737 625 553 440 1682 356 209 1429 253 195 141 147 113 426 374 1003 950 863 796 118 321 230
is_linear=0
shrinkage=0.0032998


Tree=4592
num_leaves=19
num_cat=0
split_feature=1 156 16 0 42 0 0 0 49 49 0 52 0 0 52 0 43 52
split_gain=0.7649 0.441652 0.458044 0.879299 0.370552 0.295217 0.482553 0.293394 0.253656 0.468399 0.90507 0.274942 0.250802 0.239601 0.230773 0.262336 0.242034 0.18739
threshold=0.10491000000000002 0.096220000000000014 -0.49181999999999998 -0.023359999999999995 -0.14509999999999998 0.040035000000000008 0.12212000000000002 -0.14076499999999997 -0.072214999999999988 -0.020999999999999994 -0.14822499999999997 -0.08130999999999998 -0.13010499999999997 -0.063109999999999986 -0.069924999999999987 -0.070064999999999975 0.065040000000000014 -0.008794999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 7 -1 8 -7 -4 11 -10 -11 -6 -2 17 15 -12 -16 -9
right_child=1 -3 3 -5 5 6 -8 13 9 10 14 -13 -14 -15 16 -17 -18 -19
leaf_value=0.018635086612442245 0.00012627366168519458 0.012554272223649583 -0.011277811192520885 -0.02187351267265782 0.023701248840739278 -0.013095877778118218 0.0079415405369868547 -0.00018695083337898306 -0.0070233931860426589 0.025077698679205493 0.005354416253701655 0.0081422366921625449 0.01618815764774369 -0.0052244006826956792 0.0088296800282464775 -0.0066241071288081974 0.0011718665548142485 0.012536987542371774
leaf_weight=84 59 72 55 68 57 52 76 59 63 81 216 75 52 72 946 68 134 73
leaf_count=84 59 72 55 68 57 52 76 59 63 81 216 75 52 72 946 68 134 73
internal_value=0 0.000336628 -0.00166765 -0.00484177 0.00770064 0.00718011 -0.000590875 -0.000363178 0.00778773 0.00716621 0.0077861 0.0148745 0.00766695 0.00257069 0.00675793 0.00247999 0.00788121 0.00683616
internal_weight=0 510 438 327 1852 1768 128 259 1640 1508 1445 132 111 204 1364 284 1080 132
internal_count=2362 510 438 327 1852 1768 128 259 1640 1508 1445 132 111 204 1364 284 1080 132
is_linear=0
shrinkage=0.16829


Tree=4593
num_leaves=26
num_cat=0
split_feature=1 3 2 2 2 2 14 49 15 2 52 2 3 52 12 42 42 2 16 133 15 15 1 1 43
split_gain=22.2239 4.28454 2.38348 1.89994 1.53035 1.49486 1.24717 1.04285 0.82041 0.772833 0.504961 0.503846 0.453482 0.415797 0.380567 0.54381 0.741824 0.372573 0.884398 0.367967 0.335338 0.228137 0.140836 0.116362 0.0887077
threshold=0.10508500000000001 -0.055839999999999994 0.099675000000000014 0.114165 0.14721500000000001 -0.007134999999999999 0.054835000000000009 -0.020999999999999994 -0.13800499999999996 -1.0000000180025095e-35 -0.064819999999999989 0.11626500000000002 -0.076099999999999987 0.026115000000000003 0.09141500000000001 -0.025789999999999997 0.091945000000000013 0.090000000000000011 -0.080419999999999978 0.037060000000000003 0.090725000000000014 0.088685000000000014 0.11570500000000002 0.091105000000000005 -0.088759999999999992
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=2 3 6 22 5 -3 9 -4 -7 -1 -10 12 -9 -14 17 24 -17 20 -19 -20 21 -11 -2 -18 -16
right_child=1 4 7 -5 -6 8 -8 11 10 14 -12 -13 13 -15 15 16 23 18 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0015533615702260789 0.0019194965940737953 0.00062634926222879576 0.0012424533980160042 0.0010565839993788033 0.00050110647933961636 0.00090803517116318927 0.0024435504760864689 0.0020087222106574126 0.001128388799459687 0.0020299677357018312 0.0015607422862968529 0.0015489023209976089 0.0015030146440510933 0.0018999726441752203 0.0021199006451385121 0.0014266493093495849 0.0019431088831728623 0.0015299506380522018 0.0018523964246478315 0.0022220355832897171 0.0022568259265098914 0.0018179715631222164 0.0016777682882864085 0.0017640810884055876 0.001951045558502725
leaf_weight=52 60 71 53 55 75 72 59 95 57 671 63 99 60 58 74 52 116 59 65 57 69 64 54 70 82
leaf_count=52 60 71 53 55 75 72 59 95 57 671 63 99 60 58 74 52 116 59 65 57 69 64 54 70 82
internal_value=0 0.00113255 0.00191234 0.00156185 0.000917805 0.0010365 0.00197101 0.00167271 0.00118799 0.0019515 0.00135567 0.00174569 0.00183699 0.00169843 0.00196649 0.00187835 0.00177791 0.00200171 0.00186408 0.00202539 0.00203265 0.00201156 0.0018053 0.00187592 0.00203137
internal_weight=0 507 1855 169 338 263 1490 365 192 1431 120 312 213 118 1379 394 238 985 181 122 804 735 114 186 156
internal_count=2362 507 1855 169 338 263 1490 365 192 1431 120 312 213 118 1379 394 238 985 181 122 804 735 114 186 156
is_linear=0
shrinkage=0.0032998


Tree=4594
num_leaves=18
num_cat=0
split_feature=1 157 1 1 2 2 151 0 160 12 2 12 12 0 16 43 43
split_gain=0.624016 0.330714 0.380027 0.577683 0.43425 0.385015 0.285198 0.555429 0.244172 0.239289 0.227704 0.223432 0.247358 0.166712 0.139197 0.0700325 0.067743
threshold=0.10491000000000002 -0.077384999999999995 0.10871500000000002 0.11869500000000001 0.11252000000000002 -1.0000000180025095e-35 0.056735000000000001 -0.15385999999999997 -0.54119499999999987 -0.06202499999999999 0.14578500000000003 0.083370000000000014 0.083970000000000017 -0.10803999999999998 0.065440000000000012 -0.0081349999999999981 -0.0070549999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -5 7 -1 -9 -10 16 14 -13 -14 15 -11 -7
right_child=1 2 3 5 -6 10 -8 8 9 11 -12 12 13 -15 -16 -17 -18
leaf_value=0.020655104520137555 -0.011493462465470235 -0.0082803469321525453 0.023530191177406779 -0.011755494039213499 0.0039568318117913694 0.0043987966877078247 -0.0033299022743940422 -0.0037817487273677343 0.016620450980770363 0.0022868115849140791 -0.0033426003059537244 0.019330317570157133 0.016698877946931562 0.0072896204483222996 0.0079225725966425142 -0.0062686668958955704 0.012527692242779418
leaf_weight=97 52 75 66 59 63 60 62 52 85 54 77 54 56 1274 64 54 58
leaf_count=97 52 75 66 59 63 60 62 52 85 54 77 54 56 1274 64 54 58
internal_value=0 0.00121837 0.00266556 0.00481371 0.013985 0.000148752 0.0078707 0.00825966 0.00754841 0.00790853 0.00375976 0.00743147 0.00814273 0.00768715 0.00169782 -0.00197429 0.00840958
internal_weight=0 510 458 383 129 254 1852 1790 1693 1641 195 1556 1384 1330 172 108 118
internal_count=2362 510 458 383 129 254 1852 1790 1693 1641 195 1556 1384 1330 172 108 118
is_linear=0
shrinkage=0.16829


Tree=4595
num_leaves=18
num_cat=0
split_feature=0 9 151 2 2 484 457 51 12 49 42 12 12 42 12 2 48
split_gain=0.298966 0.312436 0.391842 0.287988 0.336872 0.291427 0.25299 0.249779 0.278549 0.236215 0.216261 0.164754 0.200497 0.263861 0.241998 0.157769 0.203386
threshold=-0.14454499999999995 -1.0000000180025095e-35 0.084350000000000008 0.084095000000000017 0.083570000000000019 -0.093534999999999993 0.085130000000000025 0.123935 0.082530000000000006 -0.053904999999999988 0.083285000000000012 0.023990000000000004 0.093995000000000009 0.09832500000000001 0.091735000000000025 0.11225500000000001 0.081735000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 11 -5 15 8 10 -10 -7 -3 14 -14 -13 16 -1
right_child=1 2 -4 5 -6 7 -8 -9 9 -11 -12 12 13 -15 -16 -17 -18
leaf_value=-0.005665677118404276 -0.004887064784973476 0.00043270420018168921 0.020200414851017312 0.013407713489393328 0.021408009194552265 0.012533212338525255 -0.010284031924627733 -0.005697148160874718 -0.0078066972171309344 0.003842227785357337 0.00098451680834164986 0.0091879000824681908 0.0094142648616415449 -0.0047624773589376845 0.021584280807297438 0.0085493581098345529 0.0071515085281927578
leaf_weight=91 73 75 56 99 57 181 54 72 52 919 62 211 103 58 57 80 57
leaf_count=91 73 75 56 99 57 181 54 72 52 919 62 211 103 58 57 80 57
internal_value=0 0.00591342 0.00630814 0.00590744 0.00912744 0.00460186 6.6928e-05 0.00392256 0.00449457 0.00321654 0.00959403 0.00773501 0.00900744 0.00429596 0.0118311 0.00252635 -0.000717189
internal_weight=0 2075 2002 1946 561 1385 282 1286 1214 971 243 504 429 161 268 228 148
internal_count=2357 2075 2002 1946 561 1385 282 1286 1214 971 243 504 429 161 268 228 148
is_linear=0
shrinkage=0.16829


Tree=4596
num_leaves=23
num_cat=0
split_feature=1 52 0 0 3 4 16 3 52 14 0 12 43 12 1 49 1 4 1 0 1 16
split_gain=17.939 4.6372 2.02002 1.639 1.5729 1.41729 1.30095 1.11919 0.829893 0.71176 1.58676 1.30016 0.64282 0.577467 0.478634 0.470362 0.462816 0.448889 0.380155 0.608622 0.423848 0.286193
threshold=0.10574000000000001 -0.40809499999999993 -0.062694999999999987 0.12474500000000001 -0.049204999999999992 0.005935000000000001 -0.0024749999999999993 -0.015069999999999998 0.0043000000000000009 0.062655000000000016 -0.10490499999999998 0.084055000000000005 -0.049364999999999992 0.08073000000000001 0.083555000000000018 0.091885000000000008 0.084330000000000016 -0.013514999999999998 0.081540000000000015 -0.068214999999999984 0.088080000000000006 -0.44010499999999991
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 4 5 -3 9 12 -4 14 10 -1 16 -6 -10 15 -7 17 -12 19 -13 -20 -14
right_child=1 2 7 -5 6 8 -8 -9 13 -11 11 18 21 -15 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0010086356100727739 0.0016448336968047695 0.0011789575227539411 0.00052611242480430623 0.00092358656206324144 0.0004767081537581057 0.0014326371515894594 0.00017614901665428305 -5.9921569240510256e-05 0.0017189893674619237 0.0018523850538439313 0.001978737613107801 0.0014463470310012653 0.00074010786052594894 0.001280409655215625 0.00088344078034392857 0.0010337481606508669 0.0014985419618660861 0.0016174377482042937 0.0018215519732912228 0.0011408121516839509 0.0014945829897900088 0.0010713142335991353
leaf_weight=76 53 76 91 69 56 64 53 58 53 57 92 726 57 89 67 67 68 66 55 80 225 59
leaf_count=76 53 76 91 69 56 64 53 58 53 57 92 726 57 89 67 67 68 66 55 80 225 59
internal_value=0 0.000721231 0.000612373 0.00142402 0.000767996 0.00144335 0.000629026 0.000297755 0.00125101 0.00148858 0.00147362 0.00150052 0.000768371 0.00144435 0.00111218 0.00122889 0.00172905 0.00182804 0.00145293 0.00141606 0.00155893 0.00090887
internal_weight=0 503 450 1854 301 1785 225 149 340 1445 1388 1312 172 142 198 131 226 158 1086 806 280 116
internal_count=2357 503 450 1854 301 1785 225 149 340 1445 1388 1312 172 142 198 131 226 158 1086 806 280 116
is_linear=0
shrinkage=0.0032998


Tree=4597
num_leaves=12
num_cat=0
split_feature=160 403 160 9 52 484 147 9 399 42 160
split_gain=0.328498 0.281011 0.285739 0.510153 0.428292 0.277822 0.256882 0.22329 0.241659 0.113164 0.168624
threshold=-0.54119499999999987 -0.54045999999999983 0.084575000000000011 -1.0000000180025095e-35 0.022635000000000006 -0.097314999999999985 0.087350000000000025 1.0000000180025095e-35 0.091255000000000017 0.080840000000000009 0.098085000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 -5 7 8 -7 10 -4
right_child=1 2 4 5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.017215853606322828 0.016166747104853496 -0.012051314434277195 0.015246915662660666 0.016070428691795667 -0.002805871074621027 0.0037333835680737324 -0.0048362536564101723 0.014752653892811463 0.014801436524221346 0.017186852777434161 0.0034664210313005844
leaf_weight=64 62 55 73 56 63 1616 88 58 58 98 66
leaf_count=64 62 55 73 56 63 1616 88 58 58 98 66
internal_value=0 0.00497937 0.00466766 0.00391539 0.00950382 0.00438445 0.0040239 0.0044751 0.00411794 0.0127836 0.00966622
internal_weight=0 2293 2231 1931 300 1876 1820 1732 1674 237 139
internal_count=2357 2293 2231 1931 300 1876 1820 1732 1674 237 139
is_linear=0
shrinkage=0.16829


Tree=4598
num_leaves=27
num_cat=0
split_feature=12 4 12 150 4 43 4 12 123 42 43 49 42 4 43 15 4 12 484 15 4 13 133 13 4 12
split_gain=21.1426 4.41982 4.39822 2.3205 2.13327 1.52671 1.18431 0.944697 0.753675 0.714383 0.671111 0.659079 0.51212 0.47465 0.45048 1.18899 0.358366 0.316736 0.28831 0.264199 0.42059 0.248978 0.218446 0.191612 0.1659 0.0976414
threshold=0.054520000000000006 0.27161500000000005 0.1072 0.086845000000000019 0.029980000000000003 -0.030304999999999995 0.59999500000000017 0.093670000000000017 0.085740000000000011 0.10192000000000002 -0.088004999999999986 0.093945000000000015 0.098175000000000012 -1.0000000180025095e-35 -0.09799999999999999 0.082725000000000007 -0.066894999999999982 0.084055000000000005 -0.012019999999999998 -0.079109999999999986 0.054560000000000004 -0.049414999999999994 0.089380000000000015 -0.013149999999999998 -0.013514999999999998 0.097940000000000013
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 3 7 5 9 10 8 12 -3 -4 -1 13 14 -7 15 -2 21 18 -16 -18 -21 -9 23 -19 -24 -23
right_child=2 6 4 -5 -6 11 -8 16 -10 -11 -12 -13 -14 -15 17 -17 19 22 -20 20 -22 25 24 -25 -26 -27
leaf_value=0.0015709757052265281 0.0014799958124596412 0.00118183013124788 0.0019810403622676541 0.0009565973633697837 0.0010652166189527822 0.0016993642034400171 0.00042462949093176469 0.0018337139595830298 0.00071403879991824022 0.0014679215839650459 0.0010827782633898234 0.0014103382903979662 0.0023647795435834985 0.0020733075263639909 0.0023979508908141649 0.0021858117067600704 0.0019280472815348126 0.0020292733011361731 0.0020955856677850162 0.0015020916045172534 0.001895890216647655 0.0021911647060225219 0.0020208294155882795 0.0021560744562027431 0.0017771977289198736 0.0019764472935278805
leaf_weight=52 52 97 71 86 78 100 52 79 62 52 77 52 59 61 57 53 76 488 98 69 54 53 75 194 58 52
leaf_count=52 52 97 71 86 78 100 52 79 62 52 77 52 59 61 57 53 76 488 98 69 54 53 75 194 58 52
internal_value=0 0.00124937 0.00195261 0.00144218 0.00149325 0.00156419 0.0008581 0.00201345 0.000999643 0.0017644 0.00127984 0.00173623 0.00206161 0.00184126 0.00204494 0.0018366 0.00187076 0.00206745 0.00220701 0.00177198 0.00167527 0.0019774 0.00204087 0.00206539 0.00191485 0.00208516
internal_weight=0 639 1718 428 201 342 211 1517 159 123 129 213 1134 161 1075 105 383 970 155 199 123 184 815 682 133 105
internal_count=2357 639 1718 428 201 342 211 1517 159 123 129 213 1134 161 1075 105 383 970 155 199 123 184 815 682 133 105
is_linear=0
shrinkage=0.0032998


Tree=4599
num_leaves=12
num_cat=0
split_feature=160 52 0 0 159 1375 151 49 472 0 43
split_gain=0.237627 0.236599 0.328754 0.30681 0.296388 0.267283 0.420161 0.253837 0.32026 0.218991 0.0980676
threshold=-0.54119499999999987 -0.41304999999999997 0.09395000000000002 -0.22607999999999998 0.11880000000000002 -0.084629999999999997 -0.088329999999999978 0.10817500000000001 -1.0000000180025095e-35 -0.15653499999999998 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 -5 -7 8 -2 -8 -10
right_child=1 2 -4 4 -6 6 9 -9 10 -11 -12
leaf_value=0.015927106353360254 0.0036568680398487304 -0.0037159943915345121 -0.0049855672558081323 0.018107161149764388 -0.0044669845293574279 -0.0044588787163491149 0.016972494778023695 0.00039770162315736933 0.013631115476707343 0.0062448558672406574 0.023700126624668832
leaf_weight=64 58 99 90 53 75 103 56 52 52 1594 61
leaf_count=64 58 99 90 53 75 103 56 52 52 1594 61
internal_value=0 0.00551438 0.00495168 0.00540428 0.00588525 0.00631615 0.00595864 0.0107296 0.0138609 0.00661003 0.0190825
internal_weight=0 2293 2070 1980 1881 1806 1753 223 171 1650 113
internal_count=2357 2293 2070 1980 1881 1806 1753 223 171 1650 113
is_linear=0
shrinkage=0.16829


Tree=4600
num_leaves=13
num_cat=0
split_feature=30 48 14 11 52 0 52 15 0 15 481 15
split_gain=0.782636 0.458476 0.475331 0.364007 0.895533 0.351981 0.530046 0.260925 0.242592 0.804151 0.182745 0.163653
threshold=0.085185000000000025 -0.082444999999999977 0.018475000000000002 0.079300000000000009 -0.090234999999999996 -0.13314999999999996 -0.013914999999999999 -0.41971499999999995 -0.066849999999999979 -0.084629999999999997 -0.083994999999999986 -0.11764999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -7 10 -10 -9 -8
right_child=-2 2 -4 4 -6 7 11 8 9 -11 -12 -13
leaf_value=0.019184524797390932 -0.014063656347035139 -0.010449037583154023 -0.0084168005739039611 0.010734608870626387 -0.017861591204435447 0.017344566244959232 0.00066216973675204413 -5.9005919491509423e-05 -0.017051869731909763 0.0056188528921126517 0.0077216721147635664 0.012934896680261735
leaf_weight=65 61 90 74 62 62 62 65 91 52 299 1304 59
leaf_count=65 61 90 74 62 62 62 65 91 52 299 1304 59
internal_value=0 0.00524388 0.00483489 0.00529269 -0.003549 0.00583579 -0.000610375 0.00659978 0.0062172 0.00225511 0.00721283 0.0065161
internal_weight=0 2285 2220 2146 124 2022 214 1808 1746 351 1395 124
internal_count=2346 2285 2220 2146 124 2022 214 1808 1746 351 1395 124
is_linear=0
shrinkage=0.16829


Tree=4601
num_leaves=19
num_cat=0
split_feature=1 52 52 0 0 14 47 1 15 150 16 52 43 16 1429 16 157 52
split_gain=27.7293 7.26785 5.40266 3.0585 2.43975 2.29586 1.76729 0.982098 1.13412 0.842586 0.6322 1.23672 0.484903 0.462512 0.448374 0.325596 0.296815 0.140546
threshold=0.10141500000000002 -0.40809499999999993 0.17829500000000004 0.076335000000000014 0.0037850000000000002 0.062655000000000016 0.083875000000000019 0.13301500000000002 -0.03886499999999999 0.10921500000000002 0.064610000000000015 -0.099329999999999988 -0.078654999999999989 -0.17699999999999996 0.084855000000000014 -0.019749999999999993 -0.0048549999999999991 -0.45791499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 9 7 8 12 10 13 16 -3 -1 15 -15 -12 -18
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 14 -16 -17 17 -19
leaf_value=0.0018500152536709235 0.0021167392508998381 0.0006543079282043527 0.0020160018168381105 0.0013766455196409623 0.00038412984721198555 0.002673906533721454 0.0014286518288811449 0.00064351874893969101 0.0014621366079361215 0.0016546263719055977 0.002178244390326226 0.0015036607069348576 0.0010602496646672759 0.0020781528891522911 0.00180210114273131 0.0022078683737334166 0.0020397499857929546 0.0017913657791707571
leaf_weight=91 82 56 57 75 73 64 97 98 53 62 87 65 77 850 55 296 53 55
leaf_count=91 82 56 57 75 73 64 97 98 53 62 87 65 77 850 55 296 53 55
internal_value=0 0.00120437 0.00105789 0.00203002 0.000937523 0.0020592 0.00104346 0.000911776 0.00105293 0.0020348 0.00204997 0.00189993 0.000889592 0.00208013 0.00209754 0.00211169 0.00203184 0.00191358
internal_weight=0 593 511 1753 454 1678 381 284 186 1614 1552 260 133 1292 1201 1146 195 108
internal_count=2346 593 511 1753 454 1678 381 284 186 1614 1552 260 133 1292 1201 1146 195 108
is_linear=0
shrinkage=0.0032998


Tree=4602
num_leaves=27
num_cat=0
split_feature=12 2 2 2 16 16 2 12 39 12 16 155 12 2 2 2 2 51 12 12 16 1213 1212 1446 50 2
split_gain=13.497 3.69641 3.12885 4.97709 1.8417 1.01377 0.756013 0.731669 0.62119 0.50529 0.500326 0.774037 0.419322 0.383605 0.335451 0.307064 0.194183 0.187273 0.155166 0.238723 0.1515 0.19966 0.199332 0.148958 0.0890053 0.05544
threshold=0.054520000000000006 0.12454500000000002 -0.0091949999999999983 0.106285 -0.078074999999999992 -0.18776499999999999 0.14721500000000001 0.090465000000000004 0.085495000000000015 -1.0000000180025095e-35 0.052555000000000011 0.10663500000000002 0.092150000000000024 0.12358500000000001 0.090115000000000015 0.085600000000000023 0.088930000000000023 -0.090074999999999988 0.093595000000000025 0.097940000000000013 -0.096104999999999982 -0.083614999999999981 0.040035000000000008 0.083715000000000026 0.083090000000000011 0.106285
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 5 -1 4 -4 12 8 17 13 -6 14 16 -2 -5 15 24 -12 -7 -16 -20 -19 22 -22 -23 -9 -18
right_child=1 -3 3 6 9 7 -8 10 -10 -11 11 -13 -14 -15 18 -17 25 20 19 -21 21 23 -24 -25 -26 -27
leaf_value=0.00030629296493779151 0.00134136292815129 0.0007466359216761171 0.00090986785234884739 0.00051483084431545 0.0012831782228333011 0.0013701664728217031 0.00035765760036724766 0.0013781153336422654 0.0010282615705213259 0.0016737312835836341 0.0010190027302536475 0.0015737862482511577 0.00095965460043597091 0.00086645700902398984 0.0012311815092093791 0.0017800057789054051 0.0013284582411573146 0.0017227304034212077 0.0016099505506327817 0.0013460587612526471 0.0015478738010409317 0.0015570509927387052 0.0012771644044175126 0.0017192660588801357 0.0015500804931475771 0.0011682730215374778
leaf_weight=95 76 83 82 96 60 60 68 55 65 95 65 72 55 53 58 56 56 66 58 117 71 494 55 76 107 52
leaf_count=95 76 83 82 96 60 60 68 55 65 95 65 72 55 53 58 56 56 66 58 117 71 494 55 76 107 52
internal_value=0 0.00142698 0.000857414 0.000958226 0.00131086 0.0014612 0.000661735 0.00148533 0.000758194 0.00152278 0.00140606 0.00128489 0.00118137 0.000640142 0.00147181 0.00156608 0.00116445 0.0015524 0.00138345 0.00143372 0.00156671 0.00155186 0.00142999 0.00157874 0.00149191 0.00125166
internal_weight=0 1732 614 519 237 1649 282 1518 214 155 696 245 131 149 451 218 173 822 233 175 762 696 126 570 162 108
internal_count=2346 1732 614 519 237 1649 282 1518 214 155 696 245 131 149 451 218 173 822 233 175 762 696 126 570 162 108
is_linear=0
shrinkage=0.0032998


Tree=4603
num_leaves=22
num_cat=0
split_feature=1 160 475 48 40 1 42 151 1213 1213 475 1429 1 160 484 51 484 1213 133 1213 1
split_gain=0.718232 0.422559 0.320169 0.356569 0.426877 0.311581 0.306093 0.254302 0.214919 0.226841 0.210176 0.262919 0.2063 0.276927 0.156559 0.252518 0.197387 0.151755 0.148827 0.15479 0.113006
threshold=0.096300000000000011 -0.53908999999999996 -0.064549999999999982 -0.068459999999999979 -0.041534999999999996 0.11189500000000001 0.096075000000000008 0.050660000000000004 -0.012259999999999998 -0.112105 -0.085684999999999997 0.057970000000000008 0.10600000000000002 -0.062134999999999996 -0.081554999999999989 0.11524000000000002 -0.11664999999999999 -0.42242499999999994 -0.0054649999999999985 -0.082994999999999985 0.11646000000000002
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 -1 -2 -4 5 -5 12 8 9 17 -10 14 -6 -14 16 -16 -12 -3 19 -11 -15
right_child=2 7 3 4 6 -7 -8 -9 10 18 11 -13 13 20 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.0054136978176039432 0.010734618478843692 0.0050025501841011481 0.013342229835024751 -0.0037839739122446504 -0.014910411451549465 0.012022444091691089 0.0066417833027210592 -0.0026012962268069447 0.01792984306846869 0.003326185287585721 0.010891770741769641 0.00069504055921311197 -0.014096124954452892 -0.0056467020029656529 0.011728278575903051 0 -0.001891413249755336 0.017681791743425511 0.0072506073717601375 -0.0087862696304540702 0.0027326194023721867
leaf_weight=62 95 53 53 55 64 98 61 54 91 70 73 89 60 81 869 55 64 55 88 52 104
leaf_count=62 95 53 53 55 64 98 61 54 91 70 73 89 60 81 869 55 64 55 88 52 104
internal_value=0 0.00820217 0.00168246 0.000186366 -0.00114339 0.00632866 -0.00423804 0.00872665 0.00912018 0.00520512 0.0101219 0.00950254 -0.00639165 -0.00415901 0.0102396 0.0110284 0.00490695 0.0114762 0.00197143 -0.00182177 -0.000926453
internal_weight=0 1675 671 576 523 153 370 1613 1559 318 1241 1150 309 245 1061 924 137 108 210 122 185
internal_count=2346 1675 671 576 523 153 370 1613 1559 318 1241 1150 309 245 1061 924 137 108 210 122 185
is_linear=0
shrinkage=0.16829


Tree=4604
num_leaves=14
num_cat=0
split_feature=0 12 48 3 12 0 157 157 3 48 12 12 3
split_gain=0.688153 0.603147 0.381882 0.401017 0.564545 0.594681 0.408642 0.361083 0.439247 0.276154 0.218996 0.385741 0.253903
threshold=0.0037850000000000002 -1.0000000180025095e-35 -0.084544999999999981 -0.10175499999999998 0.10005000000000001 -0.13513499999999998 -0.21128999999999998 -0.00078499999999999989 -0.14162499999999997 -0.023659999999999997 -0.14718499999999998 -0.08731499999999999 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -5 -3 -9 -8 -11 -12 -13
right_child=1 7 3 6 -6 -7 9 8 -10 10 11 12 -14
leaf_value=0.019976307751287309 -0.018705651205599947 0.011242343799534068 0.0031657208954108534 -0.007949842777202714 0.00996561279580193 -0.021902144621045144 -0.0039934622302546189 -0.01357433668933119 0.0067489085429165438 0.018196592576894273 -0.0031509473717928208 0.00817115487692518 -0.0020348017825131018
leaf_weight=56 55 67 53 53 70 54 62 65 56 52 98 1533 72
leaf_count=56 55 67 53 53 70 54 62 65 56 52 98 1533 72
internal_value=0 -0.00320235 0.00625198 0.00587564 -0.00177258 -0.00946856 0.00660052 0.00132364 -0.00415369 0.00702593 0.00741624 0.00708602 0.0077122
internal_weight=0 243 2103 2047 177 107 1870 188 121 1817 1755 1703 1605
internal_count=2346 243 2103 2047 177 107 1870 188 121 1817 1755 1703 1605
is_linear=0
shrinkage=0.16829


Tree=4605
num_leaves=12
num_cat=0
split_feature=42 133 149 16 4 15 14 150 15 0 0
split_gain=0.544799 0.44718 0.326499 0.357391 0.243446 0.239622 0.354806 0.212155 0.242158 0.385025 0.232443
threshold=0.11661000000000001 0.15630500000000003 0.077335000000000015 -0.50476999999999983 0.27552000000000004 -0.4680149999999999 -0.24494999999999997 0.11156000000000001 0.087575000000000014 -0.071519999999999986 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -7 8 10 -10 -8
right_child=1 -3 -4 5 -6 6 7 -9 9 -11 -12
leaf_value=0.0051249438006658425 -0.015469238812795136 0.003494130350563395 0.016600508934511232 0.016357295901150756 -0.0090389138650896986 -0.0080126807145054352 0.017368764426999524 -0.0046168497580688682 0.00045150544932572208 0.013618011913047925 0.0065478052481031841
leaf_weight=58 67 74 70 56 84 56 59 56 392 75 1299
leaf_count=58 67 74 70 56 84 56 59 56 392 75 1299
internal_value=0 -0.00550409 0.00528021 0.00490821 -0.00324102 0.00548974 0.00517462 0.00556818 0.00588169 0.00256989 0.00701926
internal_weight=0 141 2205 2135 142 1993 1937 1881 1825 467 1358
internal_count=2346 141 2205 2135 142 1993 1937 1881 1825 467 1358
is_linear=0
shrinkage=0.16829


Tree=4606
num_leaves=11
num_cat=0
split_feature=10 40 0 12 16 3 14 40 1456 1455
split_gain=0.689651 0.467758 0.613872 0.464269 0.379985 0.423706 0.325664 0.205256 0.18738 0.162291
threshold=-0.086389999999999981 0.0046150000000000002 0.0060900000000000008 -0.092124999999999985 0.25032500000000008 -0.13088999999999998 0.057600000000000005 -0.076644999999999977 -0.14739999999999998 0.068185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -5 -9 -10
right_child=1 -3 4 6 -6 -7 -8 8 9 -11
leaf_value=-0.013233756383055054 -0.0096658296355465415 -0.011275262063838342 0.03063085745318023 0.013308835372327179 0.004791979301399055 0.010917340334450363 -0.0078130385077629042 -0.0048429916864836586 0.0041888290366299905 0.010614052320116129
leaf_weight=65 70 53 53 75 90 75 61 61 1623 120
leaf_count=65 70 53 53 75 90 75 61 61 1623 120
internal_value=0 0.00433995 0.00471221 0.00379099 0.0131977 0.019094 0.00427747 0.00467094 0.00431083 0.00463222
internal_weight=0 2281 2228 2010 218 128 1940 1879 1804 1743
internal_count=2346 2281 2228 2010 218 128 1940 1879 1804 1743
is_linear=0
shrinkage=0.16829


Tree=4607
num_leaves=28
num_cat=0
split_feature=1 52 123 47 2 12 3 12 2 12 0 52 2 52 2 13 16 2 43 43 49 43 16 160 43 43 0
split_gain=27.7555 5.74557 4.49197 3.74305 2.65347 2.30123 1.65651 1.2481 0.835799 0.619577 0.602991 0.967791 0.523589 0.500347 0.796274 0.485763 0.379217 0.390674 0.352684 0.426738 0.284735 0.23587 0.222589 0.188615 0.169449 0.161087 0.109093
threshold=0.10574000000000001 -0.40809499999999993 1.0000000180025095e-35 0.085505000000000012 0.13752500000000004 1.0000000180025095e-35 0.09037000000000002 0.090465000000000004 1.0000000180025095e-35 0.083795000000000022 -0.060199999999999997 -0.14198999999999998 0.084945000000000007 -0.085464999999999985 0.083815000000000014 1.0000000180025095e-35 -0.0024749999999999993 0.11005500000000001 -0.10961499999999998 -0.040789999999999993 -0.026779999999999995 -0.0063549999999999987 -0.066704999999999987 -0.073574999999999988 -0.011764999999999998 -0.083154999999999993 -0.10891999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 16 7 9 -5 13 18 -12 21 -1 -15 20 17 -3 -9 23 -14 25 -16 -20 -21 -11 -8
right_child=1 3 -4 8 -6 -7 26 10 -10 12 11 -13 15 14 22 -17 -18 -19 19 24 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0026825097187253089 0.0025325559246816608 0.0011546028664287796 0.0016198428371224419 0.002201586305285573 0.00078134014945553654 0.0020160510352188084 0.001947914893888316 0.0025963027443430724 0.0016264061736271684 0.0028107506916626212 0.0025005518876460194 0.00191051851163113 0.002256189044290511 0.0026028316715681387 0.0023013256392666525 0.0028349895209501636 0.0010069425608083098 0.0015419008523773117 0.0024012278499508321 0.0026303025059000768 0.0025245143769548929 0.0028757599758861491 0.0019948988239409742 0.0021817018748456758 0.0024179143016937799 0.002595309345761528 0.0021670901965152012
leaf_weight=54 56 59 74 59 100 55 55 100 53 57 53 73 52 66 52 52 54 57 71 58 364 75 58 130 196 157 56
leaf_count=54 56 59 74 59 100 55 55 100 53 57 53 73 52 66 52 52 54 57 71 58 364 75 58 130 196 157 56
internal_value=0 0.00153664 0.00241785 0.00140894 0.00122936 0.00142833 0.00245102 0.0024771 0.00192972 0.00255254 0.00236772 0.00215899 0.00259868 0.00240053 0.00231381 0.00252935 0.00123797 0.00134522 0.00241504 0.00237513 0.00249106 0.00271083 0.00214008 0.00225942 0.00246655 0.00265286 0.00205881
internal_weight=0 493 1853 437 325 225 1779 1668 112 987 681 126 757 230 176 468 170 116 555 455 416 289 110 201 254 214 111
internal_count=2346 493 1853 437 325 225 1779 1668 112 987 681 126 757 230 176 468 170 116 555 455 416 289 110 201 254 214 111
is_linear=0
shrinkage=0.0032998


Tree=4608
num_leaves=23
num_cat=0
split_feature=1 52 124 10 159 133 12 402 1213 43 48 39 12 39 481 43 1213 12 132 1 133 12
split_gain=12.7368 2.97233 1.88737 1.76341 1.07706 0.883308 0.745218 0.67791 0.581766 0.511104 0.587757 0.419259 0.375876 0.35729 0.320959 0.216373 0.204704 0.204942 0.182751 0.145593 0.032568 0.115786
threshold=0.10574000000000001 -0.40809499999999993 -0.078224999999999989 -0.062879999999999978 -1.0000000180025095e-35 -0.035819999999999991 0.090465000000000004 -0.020594999999999999 0.067955000000000002 0.024635000000000004 -0.026004999999999997 0.097050000000000011 0.089435000000000014 0.0095750000000000019 -0.010159999999999999 -0.0081349999999999981 -0.080769999999999995 0.10222500000000002 1.0000000180025095e-35 0.094935000000000005 -1.0000000180025095e-35 0.11389500000000001
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 -2 -1 -3 -5 -6 7 -4 9 10 -9 12 13 -7 -8 -12 -16 18 19 -18 -19 -22
right_child=1 3 6 4 5 11 14 8 -10 -11 15 -13 -14 -15 16 -17 17 20 -20 -21 21 -23
leaf_value=0.0006570518993744154 0.0012900346776226551 -7.5608574882030189e-05 0.0015149417006184479 0.00098425343663949782 0.00011009454981248384 0.00043721455952814724 0.00086107038872740521 0.00087837726870585255 0.0014727791551666085 0.00093996965832768124 0.0012033259512826073 0.00031620671893130991 0.00087911246187224936 0.00076263770018103992 0.0013090448277173015 0.0013236522024495298 0.0010867806970504643 0.0010828997455138306 0.0013293611264740199 0.0012558295876187859 0.0010741041689641324 0.0008564842302977337
leaf_weight=75 56 54 95 56 56 103 54 52 92 79 507 58 52 58 64 253 288 53 55 73 61 52
leaf_count=75 56 54 95 56 56 103 54 52 92 79 507 58 52 58 64 253 288 53 55 73 61 52
internal_value=0 0.000573912 0.00117086 0.000482063 0.000560782 0.000488153 0.00119251 0.00124721 0.0012213 0.0011953 0.00122009 0.000566146 0.000634039 0.000554667 0.00110823 0.00124343 0.00112883 0.00110895 0.00114869 0.00112106 0.00100917 0.000974272
internal_weight=0 493 1853 437 383 327 1778 1078 983 891 812 271 213 161 700 760 646 582 416 361 166 113
internal_count=2346 493 1853 437 383 327 1778 1078 983 891 812 271 213 161 700 760 646 582 416 361 166 113
is_linear=0
shrinkage=0.0032998


Tree=4609
num_leaves=12
num_cat=0
split_feature=2 42 52 13 13 2 39 0 2 15 43
split_gain=0.911323 0.309288 0.293205 0.227415 0.379631 0.333515 0.271434 0.305625 0.290287 0.25526 0.222457
threshold=0.17000000000000001 0.11623000000000001 0.057125000000000002 -0.16392499999999996 -0.096444999999999989 0.090545000000000014 0.098905000000000007 0.11026000000000001 0.13194500000000003 -0.082674999999999985 -0.097279999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 5 -5 7 8 10 -1 -6
right_child=-2 2 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=0.0070893337562045397 -0.0162512058927025 -0.0076685632349104225 0.0083118030577023667 0.025595780776484677 0.011087198059352456 0.006975774553052482 -0.0051109614582460867 0.016784974086988261 0.017923597574831862 -0.0083818296975817844 0.0053591262724957626
leaf_weight=63 52 84 53 58 221 52 54 86 61 58 1504
leaf_count=63 52 84 53 58 221 52 54 86 61 58 1504
internal_value=0 0.00626965 -0.00147326 0.00676227 0.00718356 0.0168099 0.00663284 0.00697256 0.00649906 -0.000311748 0.00609403
internal_weight=0 2294 137 2157 2036 110 1926 1872 1786 121 1725
internal_count=2346 2294 137 2157 2036 110 1926 1872 1786 121 1725
is_linear=0
shrinkage=0.16829


Tree=4610
num_leaves=10
num_cat=0
split_feature=2 13 14 123 0 0 1455 42 0
split_gain=0.386933 0.418251 0.350801 0.260873 0.211464 0.324018 0.294752 0.354241 0.179013
threshold=0.15518000000000001 -0.43167499999999998 -0.10708499999999999 0.090135000000000007 0.11026000000000001 0.0037850000000000002 0.081065000000000012 0.086090000000000014 -0.19242499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -8 -4
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=-0.0098788883995167866 0.016982572696419212 0.015710722511671892 -0.0020842558839198415 -0.0070950202243360476 0.012885336858081475 -0.0053698839524131403 -0.013574650683842233 0.0046440455525417999 0.0058541762718062468
leaf_weight=55 74 83 84 53 89 90 52 72 1743
leaf_count=55 74 83 84 53 89 90 52 72 1743
internal_value=0 0.00461084 0.00496333 0.00455388 0.00484458 0.00449307 0.00494897 -0.00298156 0.00548821
internal_weight=0 2321 2266 2183 2130 2041 1951 124 1827
internal_count=2395 2321 2266 2183 2130 2041 1951 124 1827
is_linear=0
shrinkage=0.16829


Tree=4611
num_leaves=27
num_cat=0
split_feature=1 14 1 2 15 3 124 2 2 12 157 157 475 3 3 15 15 42 16 1210 42 42 16 16 16 2
split_gain=18.5551 3.29704 3.24005 2.05179 1.70237 1.42519 1.0227 1.0172 1.01265 0.96277 0.710338 0.979458 0.946824 1.51891 0.53242 0.51172 0.440141 0.48235 0.389518 0.234702 0.254808 0.224105 0.187919 0.257761 0.153092 0.144085
threshold=0.10574000000000001 0.062655000000000016 0.12450500000000002 -1.0000000180025095e-35 0.03981500000000001 -0.029309999999999996 -0.076779999999999987 0.14307 0.10746500000000002 0.085005000000000011 -0.08266999999999998 -0.077944999999999987 -0.008964999999999999 -0.11756999999999999 0.0025650000000000004 -0.046449999999999998 0.090125000000000011 0.11309000000000001 -0.019749999999999993 -0.065959999999999977 -0.015274999999999999 -0.090974999999999986 0.0070300000000000007 -0.080344999999999986 -0.0048099999999999992 0.085785000000000014
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 4 5 -4 6 8 -1 -5 -2 18 24 -12 15 -14 -7 -13 19 22 -6 -11 21 -21 23 -18 -8 -22
right_child=2 -3 3 7 9 14 10 -9 -10 16 11 12 13 -15 -16 -17 17 -19 -20 20 25 -23 -24 -25 -26 -27
leaf_value=0.00095734869004360994 0.0014574575340151861 0.0021935618839158282 -8.4654610230261334e-05 0.00090898455378475053 0.001653590707606211 0.00050307692569750105 0.0014995432780488798 0.00039382555523267173 0.00088097758025596927 0.0017645369381753802 0.00089239966003017569 0.0013787269489868555 0.00077324976307110353 0.0013604167528382602 0.00091654934888315621 0.0018080072946615247 0.0013642825377715554 0.0012029091856735781 0.0020399252157709516 0.0014956270764539044 0.0015261114554445772 0.0017547694468879351 0.0013078336969868367 0.0016085231264430194 0.0017251374559491912 0.00129293201462454
leaf_weight=70 83 65 57 80 67 56 99 88 56 67 52 54 53 537 88 72 72 87 52 71 75 82 54 152 54 52
leaf_count=70 83 65 57 80 67 56 99 88 56 67 52 54 53 537 88 72 72 87 52 71 75 82 54 152 54 52
internal_value=0 0.00146227 0.000751621 0.000455778 0.00143616 0.000986707 0.00134352 0.000639349 0.00122546 0.00154659 0.00137284 0.00133164 0.00136349 0.00130773 0.000755999 0.00162431 0.00150039 0.00141947 0.00182271 0.00158541 0.00154242 0.00163474 0.00148711 0.00153017 0.0015794 0.00143091
internal_weight=0 1887 508 225 1822 283 991 168 139 831 921 768 716 590 144 126 712 365 119 347 280 153 278 224 153 127
internal_count=2395 1887 508 225 1822 283 991 168 139 831 921 768 716 590 144 126 712 365 119 347 280 153 278 224 153 127
is_linear=0
shrinkage=0.0032998


Tree=4612
num_leaves=27
num_cat=0
split_feature=4 3 1 1 4 13 3 47 3 0 12 3 15 1 0 3 1 158 12 403 0 15 484 4 4 4
split_gain=18.9855 6.98156 3.50524 1.35331 1.23023 1.02929 0.804229 0.773742 0.756413 0.588367 0.701117 0.957071 0.518996 0.496076 0.456116 0.708832 0.300057 0.266478 0.243998 0.338868 0.243771 0.201409 0.302356 0.157746 0.135982 0.087009
threshold=0.30163500000000004 -0.060614999999999995 0.10574000000000001 0.11890000000000002 0.024315000000000003 -0.0042049999999999995 0.092330000000000009 0.094160000000000008 0.0045450000000000013 -0.085669999999999982 0.083825000000000024 -0.23303499999999996 -0.026169999999999995 0.084795000000000023 -0.064804999999999988 -0.081854999999999997 0.094610000000000014 0.083705000000000016 0.086115000000000011 -0.0076149999999999994 -0.095869999999999983 -0.096114999999999992 -1.0000000180025095e-35 0.10947000000000003 -0.0045949999999999993 -0.081374999999999989
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 4 5 -2 9 13 24 8 -4 12 -11 -12 21 -3 16 -16 -13 23 19 -14 -5 -1 -23 -6 -7 -20
right_child=3 2 7 20 17 6 -8 -9 -10 10 11 14 18 -15 15 -17 -18 -19 25 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0017889194997521137 0.00090444988081439515 0.0013576294111695866 0.00038411328605154221 0.00059215938592053693 0.0012371612140033928 0.0018896046866296934 0.0013044622380265507 0.0011652558846085891 0.00091435014591224591 0.0012819695269653288 0.0021056469373830476 0.0016535262906623006 0.00218319664269645 0.00094616648024183102 0.0011783640960654101 0.0017000828135384821 0.0019156816438927013 0.0015871778761950535 0.0016847777204292509 0.0018512180842381926 0.00031479220776842241 0.0017643784188495944 0.0014308990749439445 0.0014736147538303374 0.0016456319694814795 0.001878794795926573
leaf_weight=91 99 86 52 53 81 52 69 53 68 55 52 697 57 52 56 59 53 70 63 89 102 55 69 54 56 52
leaf_count=91 99 86 52 53 81 52 69 53 68 55 52 697 57 52 56 59 53 70 63 89 102 55 69 54 56 52
internal_value=0 0.00155718 0.00121011 0.000602773 0.00165962 0.00141753 0.00158471 0.000832247 0.000684874 0.00169362 0.00164662 0.00166845 0.00178953 0.00120284 0.00164212 0.00144633 0.0016721 0.00141931 0.00188944 0.00198107 0.000409861 0.00166807 0.0015791 0.001332 0.00176343 0.00177281
internal_weight=0 2141 488 254 1653 315 177 173 120 1448 972 917 476 138 865 115 750 205 261 146 155 215 124 135 108 115
internal_count=2395 2141 488 254 1653 315 177 173 120 1448 972 917 476 138 865 115 750 205 261 146 155 215 124 135 108 115
is_linear=0
shrinkage=0.0032998


Tree=4613
num_leaves=24
num_cat=0
split_feature=3 3 16 39 3 3 160 16 3 42 133 160 16 151 3 42 49 1456 133 42 49 39 1212
split_gain=15.5838 5.70421 2.30148 2.17824 1.37252 1.03529 1.0699 1.03006 1.20164 0.838051 1.05273 0.832624 0.534859 0.473157 0.666234 0.44846 0.299568 0.336666 0.285559 0.254192 0.405393 0.184972 0.182927
threshold=-0.060614999999999995 0.30112000000000005 -0.24900499999999998 0.081875000000000017 0.11745500000000002 0.06269000000000001 -1.0000000180025095e-35 0.041625000000000002 -0.23303499999999996 0.086700000000000013 0.087005000000000013 -0.071719999999999992 -0.052894999999999991 -0.086439999999999989 -0.14162499999999997 0.077855000000000021 0.089355000000000004 -0.075669999999999987 0.09389500000000002 0.093565000000000023 1.0000000180025095e-35 0.095450000000000021 0.10167000000000001
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 3 15 4 5 12 -7 13 -9 10 -5 -10 -2 -4 -15 -1 17 -16 19 20 -13 -11 -19
right_child=1 -3 7 9 -6 6 -8 8 11 21 -12 18 -14 14 16 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=0.0010976134366367351 0.0015728214639617194 0.00042403824659947566 0.001591676665625737 0.0014824381366186344 0.0010477678798723722 0.0020780353163033605 0.0014948016957497059 0.0020302034617542672 0.0011731959192490119 0.00094940807151370989 0.00086366979674563384 0.0014403879909626956 0.0011170646598380543 0.0021944517474279238 0.0020655382109248262 0.0014813649431426809 0.0016250334374364995 0.0017994144653927843 0.0013965849972681014 0.0018740558311109744 0.0018047332909753926 0.00067940156532404425 0.0019602552701537381
leaf_weight=57 52 103 98 70 75 61 80 63 59 60 53 79 63 54 65 83 86 823 54 52 60 54 91
leaf_count=57 52 103 98 70 75 61 80 63 59 60 53 79 63 54 65 83 86 823 54 52 60 54 91
internal_value=0 0.00113901 0.00173192 0.00126861 0.00144178 0.00155708 0.00174737 0.00176783 0.00161373 0.0010266 0.0012161 0.0015273 0.00132345 0.00181428 0.00183374 0.00132537 0.00181542 0.00183211 0.00161244 0.00167328 0.00159791 0.000821819 0.00181547
internal_weight=0 671 1724 568 331 256 141 1584 367 237 123 304 115 1217 1119 140 1065 979 245 191 139 114 914
internal_count=2395 671 1724 568 331 256 141 1584 367 237 123 304 115 1217 1119 140 1065 979 245 191 139 114 914
is_linear=0
shrinkage=0.0032998


Tree=4614
num_leaves=26
num_cat=0
split_feature=12 2 13 13 159 12 2 2 157 3 3 3 16 13 3 2 40 16 2 16 3 50 2 13 2
split_gain=14.6712 3.97288 3.44056 2.53268 1.92794 1.79222 1.40531 2.90523 1.39018 1.1841 1.06008 0.687828 0.581146 0.577472 0.549638 0.529456 0.409053 0.34378 0.343437 0.330923 0.323156 0.278894 0.258875 0.213672 0.184607
threshold=0.077755000000000005 0.13752500000000004 -0.0042049999999999995 0.046185000000000004 0.10225000000000002 0.092495000000000008 -1.0000000180025095e-35 0.10332000000000001 -0.0045449999999999996 0.11745500000000002 -0.154195 -0.15500999999999998 -0.081634999999999985 -0.049414999999999994 -0.11128999999999999 0.10444500000000002 -0.026419999999999996 -0.090394999999999989 0.11237500000000002 -0.11364999999999999 -0.078344999999999984 0.10786000000000001 0.095195000000000016 0.034905000000000012 0.091465000000000005
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=2 5 4 8 6 10 -1 -8 -4 12 -2 -7 -10 18 -12 17 -9 -15 20 -16 -13 24 -22 -19 -21
right_child=1 -3 3 -5 -6 11 7 16 9 -11 14 13 -14 15 19 -17 -18 23 -20 21 22 -23 -24 -25 -26
leaf_value=0.00041122008497603571 0.0020898732576404913 0.00064184891985871631 0.0017247641661341647 0.00060594109765009063 0.00017414562893980056 0.0010655894112486656 0.0016168132217024931 0.00051032949200558266 0.001093998110409572 0.00076390268967707652 0.0012895090662366053 0.0010473815320121598 0.0015397699181912471 0.0013887305677662174 0.0014313538567592564 0.0012662209637886435 0.00089538344574106074 0.0017933155690877496 0.001571186588336346 0.0016463679355982743 0.0014511073819977686 0.001440573489619266 0.0011955389316975415 0.0015617057546004969 0.0018352628733063108
leaf_weight=68 52 55 68 69 65 59 53 65 58 55 58 52 73 58 91 61 57 97 56 720 108 70 76 86 65
leaf_count=68 52 55 68 69 65 59 53 65 58 55 58 52 73 58 91 61 57 97 56 720 108 70 76 86 65
internal_value=0 0.00151588 0.000929418 0.00116751 0.000679619 0.00154399 0.000814683 0.000971256 0.00131992 0.00117172 0.00162823 0.0014077 0.00134267 0.00144162 0.00160429 0.00154354 0.000690521 0.00161359 0.00133608 0.00162355 0.00128015 0.00164396 0.00134574 0.00168466 0.00166205
internal_weight=0 1764 631 323 308 1709 243 175 254 186 1056 653 131 594 1004 302 122 241 292 946 236 855 184 183 785
internal_count=2395 1764 631 323 308 1709 243 175 254 186 1056 653 131 594 1004 302 122 241 292 946 236 855 184 183 785
is_linear=0
shrinkage=0.0032998


Tree=4615
num_leaves=20
num_cat=0
split_feature=1 52 52 47 3 14 3 49 3 52 1 15 2 15 2 43 15 2 3
split_gain=15.0567 5.40005 2.11278 1.50587 1.16322 1.04127 1.13491 0.725509 0.615778 0.603354 0.559796 0.433626 0.404455 0.401557 0.334344 0.295554 0.289698 0.283696 0.136722
threshold=0.10141500000000002 -0.41304999999999997 0.220975 0.078345000000000012 0.096440000000000012 0.076175000000000007 -0.11756999999999999 0.11580500000000001 -0.0072299999999999994 -0.082824999999999996 0.089875000000000024 0.09167500000000002 0.092300000000000007 -0.52461999999999986 0.11444000000000001 -0.019324999999999998 -0.090554999999999983 0.12190500000000001 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 5 6 -1 10 -5 -3 12 18 15 -11 -14 -8 17 -15 -12
right_child=1 2 -4 8 -6 -7 7 -9 -10 13 11 -13 14 16 -16 -17 -18 -19 -20
leaf_value=0.0010828491149596187 0.0016614616959199995 0.00026106782035568028 0.001311259180637226 0.0012212219547565587 0.000972134577393237 0.0018480538694716597 0.001481113724016762 0.0011682927203590678 0.00071324310594318892 0.00032894527649830453 0.0010532931594329461 0.0014792423198401741 0.0013633824242323251 0.00060719800485003518 0.0016160769052980012 0.0016074237833835891 0.00052435364614718347 0.00094697077265375206 0.0012857921074326747
leaf_weight=96 72 80 54 52 58 69 438 92 53 52 54 98 314 56 72 398 99 53 63
leaf_count=96 72 80 54 52 58 69 438 92 53 52 54 98 314 56 72 398 99 53 63
internal_value=0 0.000816313 0.000694297 0.00061935 0.00143349 0.00144927 0.00143231 0.00145423 0.000965149 0.000512456 0.00147251 0.0013159 0.00150004 0.000589671 0.00141061 0.00154129 0.000654683 0.000772732 0.00117879
internal_weight=0 571 499 445 1752 1694 1625 1529 105 340 1437 215 1222 260 386 836 208 109 117
internal_count=2323 571 499 445 1752 1694 1625 1529 105 340 1437 215 1222 260 386 836 208 109 117
is_linear=0
shrinkage=0.0032998


Tree=4616
num_leaves=16
num_cat=0
split_feature=15 150 52 1 2 11 403 15 403 15 51 1 52 2 1
split_gain=0.527516 0.383443 0.361366 0.284344 0.64518 0.281958 0.23285 0.322338 0.29755 0.194334 0.151514 0.148682 0.130227 0.127269 0.116518
threshold=-0.37478999999999996 0.12187000000000002 -0.15201999999999996 0.13148500000000005 0.12131500000000002 0.075910000000000019 -0.53454499999999994 0.084425000000000014 -0.082299999999999984 -0.05332499999999999 0.043015000000000005 0.12180500000000001 -0.45791499999999996 0.12901000000000004 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 5 4 6 9 -4 8 -8 12 -9 -1 -2 -13 -11
right_child=1 -3 3 -5 -6 -7 7 10 -10 14 -12 13 -14 -15 -16
leaf_value=0.0073102377716964722 0.021714439080172107 -0.0045910098455763841 -0.0002153948854102269 0.02080623726163346 -0.0063429458891995326 0.024730474830226785 -0.00073403979801360704 0.011877707987989712 0.00887290097044037 0.0027128508325683352 0.020676919125795126 -0.0092851334690395755 0.010755011827536132 0.0018958514687840117 0.013481712042252901
leaf_weight=52 74 52 68 57 77 70 102 580 844 64 62 56 54 59 52
leaf_count=52 74 52 68 57 77 70 102 580 844 64 62 56 54 59 52
internal_value=0 0.00966127 0.0100144 0.00908816 0.0087017 0.0152886 0.00940232 0.0098153 0.00783516 0.0125725 0.0127303 -0.000146028 0.017105 -0.00353318 0.00755576
internal_weight=0 2156 2104 1790 1733 314 1656 1588 946 244 642 167 128 115 116
internal_count=2323 2156 2104 1790 1733 314 1656 1588 946 244 642 167 128 115 116
is_linear=0
shrinkage=0.16829


Tree=4617
num_leaves=13
num_cat=0
split_feature=15 42 15 47 155 0 150 48 0 0 124 0
split_gain=0.364791 0.347164 0.303745 0.38159 0.276697 0.287007 0.359471 0.320023 0.301504 0.282889 0.160495 0.145225
threshold=-0.37478999999999996 -0.14509999999999998 -0.13662499999999997 0.090100000000000013 0.11332500000000002 0.0037850000000000002 0.11989500000000002 -0.082959999999999992 0.11026000000000001 -0.097074999999999981 -1.0000000180025095e-35 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 5 6 7 -4 -7 -9 -1 -12
right_child=1 2 4 -5 -6 8 -8 9 -10 -11 11 -13
leaf_value=0.0073159205999698785 0.018281744598413033 0.026235522993250836 0.020014656258857906 0.0084403520641974754 0.018189746914145925 -0.008593511369023369 -0.005633714906975733 0.0025256130853789807 0.0068689398773625898 0.008329628232403942 0.0025827628392680888 -0.00953446059696254
leaf_weight=55 90 54 58 94 61 69 59 292 74 1305 53 59
leaf_count=55 90 54 58 94 61 69 59 292 74 1305 53 59
internal_value=0 0.00803594 0.00758874 0.0149453 0.00702014 0.00665226 0.00725665 0.00771727 -0.0005794 0.00726953 -0.000117832 -0.00378438
internal_weight=0 2156 2066 148 1918 1857 1714 1655 143 1597 167 112
internal_count=2323 2156 2066 148 1918 1857 1714 1655 143 1597 167 112
is_linear=0
shrinkage=0.16829


Tree=4618
num_leaves=21
num_cat=0
split_feature=1 3 3 1 4 1 43 4 3 52 11 3 4 3 4 52 4 1453 1204 49
split_gain=27.5396 4.68735 3.96534 2.96415 2.54018 1.94265 1.57293 1.45704 0.973047 0.891083 0.875391 1.56891 1.06575 0.863804 0.651522 0.507332 0.371501 0.273621 0.282905 0.236356
threshold=0.109225 -0.052614999999999995 -0.066424999999999984 0.089710000000000026 0.30163500000000004 1.0000000180025095e-35 -0.081164999999999987 0.053255000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.10468499999999999 -0.16270999999999997 0.31534000000000006 0.41379000000000005 0.092815000000000009 0.029980000000000003 -0.0067199999999999994 -0.066239999999999979 0.088030000000000011
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 4 7 5 -2 15 -3 10 -5 -9 11 -1 -12 14 -8 16 -4 -13 -19 -20
right_child=1 6 3 8 -6 -7 13 9 -10 -11 12 17 -14 -15 -16 -17 -18 18 19 -21
leaf_value=0.0016496197073972701 0.0018545626537408864 0.00028016457592623737 0.0020387819437903969 0.0010740651053859265 0.00095182145607528154 0.0023501873133033296 0.0012369017656816694 0.0015179359645780103 0.0015731913889716473 0.0020203778774037597 0.002031254175500256 0.0023048502071280411 0.0026855914494231707 0.00056732965740207688 0.000802286206956005 0.0014388629631219274 0.0016469762167879275 0.0022498696500432864 0.0020698920921545898 0.0019109395801338973
leaf_weight=102 87 58 52 82 56 74 79 91 90 68 56 58 54 63 73 54 57 88 858 123
leaf_count=102 87 58 52 82 56 74 79 91 90 68 56 58 54 63 73 54 57 88 858 123
internal_value=0 0.00101706 0.00195432 0.00166588 0.00150129 0.00190554 0.000763294 0.00203305 0.00133544 0.00173304 0.00206865 0.00204319 0.00235279 0.000893462 0.0010284 0.00170346 0.00183422 0.00207878 0.00206648 0.00205
internal_weight=0 416 1907 409 143 237 273 1498 172 159 1339 1229 110 215 152 163 109 1127 1069 981
internal_count=2323 416 1907 409 143 237 273 1498 172 159 1339 1229 110 215 152 163 109 1127 1069 981
is_linear=0
shrinkage=0.0032998


Tree=4619
num_leaves=21
num_cat=0
split_feature=4 3 39 2 11 12 4 3 49 3 3 12 4 13 16 4 3 132 16 12
split_gain=14.1078 5.40114 3.72745 1.28099 0.946244 0.867997 1.41139 0.635327 0.601945 0.590574 0.493121 0.439221 0.516269 0.38421 0.375189 0.373652 0.24173 0.206892 0.188004 0.176232
threshold=0.30163500000000004 0.10812000000000001 0.085345000000000018 0.093365000000000017 1.0000000180025095e-35 0.087495000000000003 -0.048624999999999995 -0.13795999999999997 -1.0000000180025095e-35 0.20828500000000003 -0.073629999999999987 0.087905000000000025 0.0030100000000000001 -0.093039999999999984 -0.48186499999999993 -0.085154999999999995 -0.11327499999999999 -0.014134999999999998 -0.026164999999999997 0.092655000000000015
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 2 3 4 11 6 -5 -2 -4 -3 16 13 17 -1 -9 -15 -7 -13 -12 -18
right_child=7 9 8 5 -6 10 -8 14 -10 -11 18 12 -14 15 -16 -17 19 -19 -20 -21
leaf_value=0.0016163822292890283 0.0011683566438758053 0.0012344448287103847 0.0010292061915847671 0.0017958630897797053 0.0022691482168462605 0.0019826004546582617 0.0010535820131226804 0.00063168152570373774 0.0014853784293359937 0.00074791147732309736 0.0016600260638251162 0.0019875987993692198 0.0015473659982119952 0.001754428522315564 0.00093088502561044562 0.0019596575569473776 0.0018957525394457328 0.0017814378873943829 0.0014066670618616596 0.0016817440917923131
leaf_weight=53 62 57 78 52 56 67 61 93 54 53 89 64 102 128 92 453 65 448 54 142
leaf_count=53 62 57 78 52 56 67 61 93 54 53 89 64 102 128 92 453 65 448 54 142
internal_value=0 0.00171265 0.00175249 0.00179108 0.00184691 0.00165365 0.00139547 0.000878123 0.00121609 0.00100034 0.00172352 0.00182793 0.00176416 0.00188964 0.000780665 0.0019145 0.00180634 0.00180728 0.0015646 0.00174912
internal_weight=0 2076 1966 1834 1304 530 113 247 132 110 417 1248 614 634 185 581 274 512 143 207
internal_count=2323 2076 1966 1834 1304 530 113 247 132 110 417 1248 614 634 185 581 274 512 143 207
is_linear=0
shrinkage=0.0032998


Tree=4620
num_leaves=29
num_cat=0
split_feature=1 3 0 10 16 42 14 16 15 3 15 3 42 1 0 3 3 0 16 15 42 0 16 0 42 130 3 3
split_gain=20.1326 6.03277 2.5288 1.86592 1.3736 1.02572 0.987141 0.831242 0.723552 0.949968 0.574147 0.663886 0.55702 0.464577 0.442934 0.34267 0.673665 0.281755 0.225746 0.189729 0.173963 0.167784 0.152977 0.229852 0.213 0.141538 0.199747 0.0752563
threshold=0.10141500000000002 -0.055839999999999994 -0.074274999999999994 -0.0091199999999999979 0.057675000000000011 0.092160000000000006 0.062655000000000016 0.034535000000000003 0.03981500000000001 -0.12595999999999999 0.079575000000000021 -0.099169999999999994 0.10040000000000002 0.092810000000000017 -0.069389999999999993 -0.0047649999999999993 0.30835000000000007 -0.082234999999999989 0.16984500000000002 -0.11399999999999998 0.087260000000000018 -0.031614999999999997 -0.096494999999999984 -0.087344999999999992 -0.015274999999999999 0.0043850000000000009 -0.08632999999999999 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 -3 14 7 10 15 9 -4 11 -1 -10 18 -2 -5 -17 22 19 -13 21 -11 -12 -24 -25 26 -19 -28
right_child=1 3 8 5 -6 -7 -8 -9 12 20 17 13 -14 -15 -16 16 -18 25 -20 -21 -22 -23 23 24 -26 -27 27 -29
leaf_value=0.0012032923307622745 0.0012572723564922724 8.0246852052603932e-05 0.00084204269524677225 0.00047783919292699527 0.0015938631655771638 0.0002982184545107127 0.0020471938194209765 0.0011376759492526436 0.0017189591105875796 0.0011317375553823983 0.0015975697223452796 0.0017812855534287606 0.0013391727800315314 0.0012951872406003835 0.00083796341405829508 0.00098108004921730954 0.00050861352380858027 0.00181850750773232 0.0014273168592333243 0.0016135109039392341 0.0014801748955810786 0.0013981659499623421 0.0019756156128563017 0.0019188029014208751 0.0016897743167447329 0.0014890895328793969 0.0014980036112448901 0.0016707767090818114
leaf_weight=52 60 59 53 55 102 52 66 63 80 55 55 95 92 53 52 81 56 66 61 421 69 53 63 62 187 71 60 65
leaf_count=52 60 59 53 55 102 52 66 63 80 55 55 95 92 53 52 81 56 66 61 421 69 53 63 62 187 71 60 65
internal_value=0 0.000875884 0.00158399 0.000618368 0.00131614 0.000721671 0.00165133 0.000807883 0.00135325 0.00123137 0.00163137 0.00156442 0.00151602 0.00159417 0.00106291 0.000699487 0.000788212 0.00170391 0.00162157 0.00164447 0.00134775 0.00126281 0.001764 0.00179323 0.00174694 0.00161959 0.00166792 0.00158813
internal_weight=0 580 1779 366 214 307 1377 255 402 230 1311 682 172 630 112 192 137 629 577 516 177 108 367 312 249 262 191 125
internal_count=2359 580 1779 366 214 307 1377 255 402 230 1311 682 172 630 112 192 137 629 577 516 177 108 367 312 249 262 191 125
is_linear=0
shrinkage=0.0032998


Tree=4621
num_leaves=27
num_cat=0
split_feature=0 10 43 157 2 14 43 4 12 0 133 43 15 12 12 15 484 2 2 43 0 2 4 4 2 0
split_gain=0.735304 1.00623 0.443308 0.496108 0.405698 0.526271 0.357005 0.333131 0.22481 0.269537 0.220631 0.281338 0.28779 0.316662 0.287091 0.205543 0.225047 0.198601 0.167236 0.229364 0.160687 0.160181 0.143892 0.116284 0.122039 0.0131101
threshold=-0.071844999999999978 -0.005834999999999999 -0.081374999999999989 -0.0045449999999999996 0.10293500000000001 0.062655000000000016 -0.049364999999999992 -0.019794999999999997 0.077755000000000005 -0.065794999999999979 0.087380000000000013 0.024635000000000004 0.085915000000000019 0.086325000000000013 0.090840000000000018 0.084785000000000013 1.0000000180025095e-35 0.095195000000000016 0.084635000000000016 -0.071899999999999978 -0.086224999999999982 0.11215000000000001 0.36766000000000004 -0.0057949999999999989 0.088500000000000009 -0.047049999999999995
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=4 -2 7 -4 5 10 21 -3 -5 -10 11 12 15 -14 -15 16 -1 -11 -12 23 -13 -6 -8 24 -20 -19
right_child=1 2 3 8 6 -7 22 -9 9 17 18 20 13 14 -16 -17 -18 25 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.015155986133642024 -0.016614299800150615 -0.011040512791297355 0.019808725234217603 -0.00013608861025813892 -0.0080580698368494137 0.027500210034251366 0.01469499531653596 0.0065503690782751966 0.00088299606933300455 0.021469970285671769 0.0020363814082524213 0.011390479111419537 0.031189514171000857 0.0098370182774633226 0.022831503229195006 0.0027858082179898747 0.0059513850633218339 0.01089831330490614 0.015334683321496826 0.018187493634927478 0.00071382952717597065 0.0047202585844451058 0.0050130037038559633 0.00061805420990538858 0.0056647340377787153 0.0070493872532785967
leaf_weight=454 56 59 102 103 55 66 102 63 75 54 86 98 52 97 97 55 91 53 66 80 68 56 77 52 86 56
leaf_count=454 56 59 102 103 55 66 102 63 75 54 86 98 52 97 97 55 91 53 66 80 68 56 77 52 86 56
internal_value=0 0.0048936 0.00702854 0.00950303 0.0116459 0.0127977 0.00588906 -0.00194197 0.00641512 0.00925785 0.0120942 0.0133831 0.014628 0.019489 0.0163435 0.012632 0.0136224 0.0131003 0.00856408 0.0105345 0.00702773 -0.00159516 0.0105402 0.00752445 0.00987535 0.00893737
internal_weight=0 621 565 443 1738 1448 290 122 341 238 1382 1012 846 246 194 600 545 163 370 284 166 111 179 204 152 109
internal_count=2359 621 565 443 1738 1448 290 122 341 238 1382 1012 846 246 194 600 545 163 370 284 166 111 179 204 152 109
is_linear=0
shrinkage=0.16829


Tree=4622
num_leaves=23
num_cat=0
split_feature=1 2 14 4 0 2 12 2 1 43 4 2 3 159 3 13 4 484 1447 4 43 13
split_gain=25.1341 7.01643 3.07747 2.29332 1.85959 2.03444 1.7747 1.25442 1.1824 0.919019 1.26656 0.917181 0.646231 0.542082 0.540339 0.99906 0.442888 0.429627 0.566491 0.487833 0.366527 0.312178
threshold=0.12450500000000002 0.10527500000000002 0.076175000000000007 0.42098500000000005 -0.07385499999999999 -0.0091949999999999983 0.086085000000000009 0.090000000000000011 0.083555000000000018 -0.081474999999999992 -0.26545999999999997 0.12131500000000002 -0.078344999999999984 0.0096550000000000021 -0.017449999999999997 -0.078389999999999974 0.51400500000000016 0.091180000000000011 -0.085024999999999989 -0.021234999999999997 -0.042649999999999993 -0.076289999999999983
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 2 4 -2 7 -6 14 17 13 -7 -11 12 -8 21 -3 -16 -5 18 -1 -20 -12 -9
right_child=3 6 -4 16 5 9 11 8 -10 10 20 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0019552066298183682 0.0012761899238223409 0.0011888715085293744 0.0028815539650441789 0.00080530155469572253 0.0013391314115267468 0.0016545201525092273 0.0021961392564240926 0.002180112430608617 0.0015960302363397787 0.0025078993540326605 0.0021586695108522761 0.0015772391285202747 0.001771680603517982 0.0024277071585184764 0.0012196636807407595 0.0018033052254589343 0.00039678389609343524 0.0025538893310376961 0.0023390070932710187 0.0021755251784311485 0.0018080692417385478 0.0019412738803948758
leaf_weight=67 97 54 66 55 54 53 103 119 56 70 59 69 65 53 52 85 62 56 517 339 78 130
leaf_count=67 97 54 66 55 54 53 103 119 56 70 59 69 65 53 52 85 62 56 517 339 78 130
internal_value=0 0.00208696 0.00218126 0.000900715 0.00215324 0.00192385 0.00170857 0.00220709 0.00203897 0.00204515 0.002145 0.00189984 0.00203212 0.00212099 0.00147106 0.00158203 0.000589123 0.00226853 0.00225118 0.0022743 0.00195931 0.00205556
internal_weight=0 2145 1717 214 1651 314 428 1337 358 260 207 237 168 302 191 137 117 979 923 856 137 249
internal_count=2359 2145 1717 214 1651 314 428 1337 358 260 207 237 168 302 191 137 117 979 923 856 137 249
is_linear=0
shrinkage=0.0032998


Tree=4623
num_leaves=29
num_cat=0
split_feature=1 52 0 52 47 1 2 1 0 160 1 0 1 3 159 4 0 4 42 3 0 3 160 474 0 16 15 3
split_gain=29.2032 8.12796 3.68408 3.61559 2.6693 1.54543 1.30738 1.14076 0.774722 0.610605 0.598776 0.623996 0.52314 0.505899 0.494518 0.573893 0.37575 0.418133 0.298137 0.293003 0.285865 0.283748 0.323802 0.287488 0.271939 0.11263 0.0824602 0.0414005
threshold=0.10141500000000002 -0.41304999999999997 -0.072174999999999975 0.12492500000000002 0.078345000000000012 0.13130500000000003 0.090000000000000011 0.089875000000000024 0.12113000000000002 -0.044974999999999994 0.10828500000000001 -0.098179999999999976 0.091145000000000018 -0.072739999999999985 0.082585000000000006 0.04105000000000001 -0.082234999999999989 -0.088499999999999981 0.09087000000000002 0.077930000000000013 -0.067094999999999988 -0.085499999999999979 -0.025879999999999997 1.0000000180025095e-35 -0.085939999999999989 -0.076944999999999986 0.086115000000000011 -0.086889999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 10 12 14 9 -4 -3 -12 16 20 15 24 17 -1 -14 -7 -11 22 -19 -23 -8 -26 -18 -28
right_child=1 3 8 -5 -6 19 7 -9 -10 13 11 -13 18 -15 -16 -17 26 21 -20 -21 -22 23 -24 -25 25 -27 27 -29
leaf_value=0.0024395163176658403 0.0021148417010176629 0.00061865508547547996 0.0014226327158121488 0.0016074548557866485 0.0013081601581287356 0.0002680082102696355 0.0021674957903325821 0.0014088495034137566 0.0012721600030395838 0.0017386875628954007 0.0012257372357486007 0.00076964063526527076 0.0020362922999593563 0.0016000089210064065 0.0021954365935961213 0.0016584913247471033 0.001869058253468781 0.00219175690284952 0.00172025354447745 0.00058419441031713705 0.0020487791544560171 0.0021426249086737305 0.0019341847234602466 0.0023841020259957203 0.0017648669128689574 0.0019585026628898133 0.0021078421062161439 0.0019601825924108504
leaf_weight=53 74 70 65 76 97 74 58 52 53 59 66 66 76 95 66 94 59 91 61 57 79 328 141 68 52 120 54 55
leaf_count=53 74 70 65 76 97 74 58 52 53 59 66 66 76 95 66 94 59 91 61 57 79 328 141 68 52 120 54 55
internal_value=0 0.00109299 0.00194579 0.000943482 0.000826047 0.000685506 0.00202035 0.00187046 0.00164237 0.0017081 0.000866689 0.000997956 0.00208751 0.00178759 0.00193191 0.00187812 0.0021184 0.00215346 0.00189583 0.000405854 0.00191646 0.00212926 0.00203537 0.00218418 0.00196773 0.00190017 0.00197606 0.00203366
internal_weight=0 580 1779 506 430 333 1428 442 351 298 202 132 986 233 390 324 849 681 137 131 138 628 232 396 230 172 168 109
internal_count=2359 580 1779 506 430 333 1428 442 351 298 202 132 986 233 390 324 849 681 137 131 138 628 232 396 230 172 168 109
is_linear=0
shrinkage=0.0032998


Tree=4624
num_leaves=28
num_cat=0
split_feature=12 13 12 15 3 43 51 13 13 12 11 3 51 151 12 157 1212 3 0 43 13 0 157 0 0 15 13
split_gain=19.4519 5.36819 3.9328 3.00002 1.95318 2.28719 1.16476 1.13242 1.11505 1.00641 0.767411 0.712219 0.64456 0.469433 0.421449 0.533661 0.403995 0.388639 0.307288 0.292434 0.259994 0.231776 0.210849 0.137804 0.118176 0.153917 0.10378
threshold=0.077755000000000005 -0.0044799999999999987 0.10321000000000001 -1.0000000180025095e-35 0.31370500000000007 -0.049364999999999992 0.0033150000000000007 -0.014114999999999997 0.10809000000000001 0.090175000000000019 0.080455000000000013 -0.10077999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.083570000000000019 -0.077234999999999984 -0.055019999999999993 0.095555000000000015 -0.07304999999999999 -0.018199999999999997 -0.057284999999999996 -0.069824999999999984 -0.087424999999999989 -0.072174999999999975 -0.086984999999999993 0.092725000000000016 -0.066659999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 6 5 7 12 -1 20 13 11 -11 -3 14 -2 22 -17 -5 24 -18 -4 -20 -16 -22 -13 -26 -23
right_child=2 3 8 17 -6 -7 -8 -9 -10 10 -12 18 -14 -15 15 16 19 -19 21 -21 23 26 -24 -25 25 -27 -28
leaf_value=0.00099114346392109739 0.0017829691807184423 0.0013713804049810556 0.0014551116323429361 0.0017244583321932216 0.00038217158529521924 0.0014597859530946131 0.0016628593295818824 0.00039824766374666956 0.001177033022304872 0.0014242153010498957 0.0021923628438255522 0.00177139842290896 0.00093693728312893034 0.0016989366194285081 0.0020886405936883959 0.0022392414655467538 0.0018981559613432759 0.0021196207895851121 0.001526817823620952 0.0020564611652202605 0.0018244289397556781 0.001907311187008653 0.0023709204134993874 0.0016099499349252421 0.0020036140882557342 0.0018283637540930985 0.0016905517823899566
leaf_weight=95 74 61 62 58 70 81 55 56 81 54 57 79 98 53 55 74 274 54 54 257 70 53 70 71 133 106 54
leaf_count=95 74 61 62 58 70 81 55 56 81 54 57 79 98 53 55 74 274 54 54 257 70 53 70 71 133 106 54
internal_value=0 0.00118335 0.0018615 0.00147715 0.000866096 0.00101196 0.00124767 0.000771495 0.00150591 0.00193127 0.00182572 0.00178644 0.00110383 0.0020039 0.00202396 0.00204834 0.00200724 0.0019153 0.0018272 0.00197484 0.00163696 0.00170743 0.002247 0.00171668 0.00188773 0.00192604 0.00179825
internal_weight=0 628 1731 326 302 232 214 151 284 1447 590 533 159 857 804 730 605 112 479 531 203 161 125 141 318 239 107
internal_count=2359 628 1731 326 302 232 214 151 284 1447 590 533 159 857 804 730 605 112 479 531 203 161 125 141 318 239 107
is_linear=0
shrinkage=0.0032998


Tree=4625
num_leaves=28
num_cat=0
split_feature=1 52 124 47 52 2 4 12 52 12 12 52 15 0 0 52 403 159 2 2 402 49 4 0 133 13 16
split_gain=21.2708 4.279 2.80632 1.94919 1.43218 1.20536 1.00277 0.826607 0.79775 1.12342 0.808976 0.746631 0.615075 0.580411 0.571252 0.614202 0.528575 0.459021 0.37194 0.280979 0.261581 0.235271 0.211738 0.175802 0.13336 0.11426 0.101415
threshold=0.10574000000000001 -0.29521499999999995 -0.027784999999999997 0.094160000000000008 0.12398000000000002 0.090000000000000011 0.50373500000000015 0.091325000000000003 0.18800000000000003 0.083325000000000024 0.090535000000000018 -0.060549999999999993 -0.4666249999999999 -0.073399999999999979 -0.14989499999999997 0.11916 0.084675000000000014 0.078675000000000009 0.079570000000000016 0.11366500000000002 0.0064150000000000014 -0.057024999999999992 -0.0063999999999999986 -0.078664999999999985 0.08955500000000001 -0.04917499999999999 -0.095794999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 7 17 14 9 11 -10 -7 -8 18 -4 16 20 21 23 22 -16 -3 24 -9 -11 -21 -24
right_child=1 3 5 -5 -6 8 12 13 10 19 -12 -13 -14 -15 15 -17 -18 -19 -20 25 -22 -23 26 -25 -26 -27 -28
leaf_value=0.00099962441386587295 0.0016816889770336896 0.00057806828896223527 0.0020218486745803683 0.0011001279038426268 0.0010823242778609857 0.0014121258487178557 0.00047486827194485328 0.0013628823207639668 0.0020525439805169363 0.0016720199421655613 0.0015132608942920193 0.00086320307548385397 -1.6279114202373982e-05 0.0011856755184330621 0.0017265856862642816 0.0013616553130071857 0.0014798799235968549 0.00038160438238060343 0.0018050781673837508 0.0014760826648024877 0.0019236516306590829 0.00087149166858795015 0.0015452789423679018 0.0016213914747793829 0.0015031046720187073 0.0012552836810646264 0.0013495087351563806
leaf_weight=89 54 52 64 101 52 55 58 67 52 162 75 54 53 52 546 57 89 53 58 54 89 73 61 55 83 56 65
leaf_count=89 54 52 64 101 52 55 58 67 52 162 75 54 53 52 546 57 89 53 58 54 89 73 61 55 83 56 65
internal_value=0 0.000804363 0.00157262 0.000697099 0.000577623 0.00160102 0.00048669 0.00167109 0.00149572 0.0014443 0.00173435 0.00114051 0.000240039 0.00149545 0.00171927 0.00169443 0.00172058 0.000640303 0.00158475 0.00151307 0.00175426 0.000749709 0.00155717 0.00147971 0.00161494 0.001364 0.00144457
internal_weight=0 496 1883 442 341 1794 289 1077 717 590 127 109 111 232 845 781 724 178 180 481 635 125 371 122 245 110 126
internal_count=2379 496 1883 442 341 1794 289 1077 717 590 127 109 111 232 845 781 724 178 180 481 635 125 371 122 245 110 126
is_linear=0
shrinkage=0.0032998


Tree=4626
num_leaves=23
num_cat=0
split_feature=1 4 131 10 0 0 3 50 1 0 49 4 12 4 12 40 50 4 4 0 14 13
split_gain=1.03787 0.582758 0.527703 0.558513 0.326464 0.498948 0.395127 0.28626 0.47656 0.334641 0.248421 0.290175 0.274631 0.240234 0.233627 0.202093 0.16287 0.232292 0.14621 0.0779273 0.0680203 0.0510841
threshold=0.092860000000000012 -0.21586499999999997 0.08956500000000002 -0.086389999999999981 -0.14216999999999999 -0.10653 -0.12077499999999998 0.085685000000000011 0.10647000000000001 -0.031614999999999997 0.091085000000000013 0.020345000000000005 0.083785000000000012 0.020345000000000005 0.092495000000000008 -1.0000000180025095e-35 0.10861000000000003 -0.049744999999999991 -0.013324999999999998 -0.085474999999999982 0.077685000000000018 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 20 -6 -7 8 13 15 12 19 21 -5 -4 -10 17 -14 -9 -12 -1 -8
right_child=1 2 14 7 5 6 10 18 9 -11 11 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.028393365621097084 0.020744589368821273 -0.01127540896227085 0.024293434726783126 -0.011798398586441964 0.0011451190464834894 0.0035009484678366581 0.021443706518829979 0.020611947966824713 0.012984437719395375 0.02040359612915129 0.012396667758840893 0.0050350758706836684 0.015734300878120121 0.0034617987289796873 0.009965247826814105 0.0016951264096423117 0.0091167869731357196 0.021425673633153629 0.0079742554972582445 0.020645395585453256 0.020096359942439596 0.028669624472430225
leaf_weight=67 100 56 60 62 65 66 52 52 66 52 60 101 630 55 71 142 70 304 53 75 52 68
leaf_count=67 100 56 60 62 65 66 52 52 66 52 60 101 630 55 71 142 70 304 53 75 52 68
internal_value=0 0.0087529 0.00695773 0.0046208 0.0162746 0.0155944 0.0162517 0.00647139 0.00430016 0.00831639 0.0168692 0.0118828 0.0179146 -0.00460945 0.0165415 0.00528595 0.0169998 0.0175887 0.01425 0.0169926 0.0247829 0.0255534
internal_weight=0 769 669 538 1610 1491 1426 482 377 260 1360 236 1124 117 131 208 1004 934 105 135 119 120
internal_count=2379 769 669 538 1610 1491 1426 482 377 260 1360 236 1124 117 131 208 1004 934 105 135 119 120
is_linear=0
shrinkage=0.16829


Tree=4627
num_leaves=15
num_cat=0
split_feature=4 3 12 14 12 42 48 3 3 4 160 160 4 12
split_gain=24.8085 8.49101 6.65181 2.37905 1.89697 1.63923 1.56616 1.07593 0.970547 1.31665 0.958483 0.758209 0.764729 0.674874
threshold=0.30163500000000004 0.30112000000000005 -0.007389999999999999 0.019675000000000002 0.12701500000000002 -0.0043149999999999994 -0.023659999999999997 -0.082634999999999986 -0.096749999999999989 -0.085474999999999982 -0.014989999999999998 -0.074049999999999991 0.50373500000000015 -0.08947999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 -4 -2 10 -10 -8 -9 -13 -7
right_child=7 -3 3 -5 -6 13 8 11 9 -11 -12 12 -14 -15
leaf_value=0.0015077823201355748 0.00090719464561544603 0.00035018920495905276 0.0012584157134815969 0.0023142857804952866 0.0011393934075289659 0.0011102052457843568 0.0011520537054102715 0.0007644840165169503 0.0020514102643019549 0.0017471061925518434 0.0016716320250360127 0.00055567235876366288 5.7993778986022272e-05 0.00062696710949866434
leaf_weight=69 71 54 73 75 61 65 52 53 178 1274 157 65 70 62
leaf_count=69 71 54 73 75 61 65 52 53 178 1274 157 65 70 62
internal_value=0 0.00164273 0.0016765 0.00173715 0.00171301 0.00109767 0.00173317 0.000560666 0.00175402 0.00178443 0.00154253 0.000429608 0.000297878 0.000874571
internal_weight=0 2120 2066 1870 1795 196 1734 259 1661 1452 209 188 135 127
internal_count=2379 2120 2066 1870 1795 196 1734 259 1661 1452 209 188 135 127
is_linear=0
shrinkage=0.0032998


Tree=4628
num_leaves=20
num_cat=0
split_feature=15 2 39 151 447 2 160 2 2 16 16 2 2 160 48 51 16 16 15
split_gain=20.8365 11.5166 6.61659 2.96434 2.21797 1.89117 1.70633 1.1857 0.919257 1.20282 0.675636 0.657048 0.776343 0.57879 0.340093 0.330072 0.32209 0.199917 0.181769
threshold=-0.2987999999999999 0.11366500000000002 0.081875000000000017 -0.039414999999999999 0.084700000000000011 0.14461000000000004 -0.074049999999999991 -0.0050599999999999994 0.10188000000000001 0.25761500000000009 -0.063814999999999997 0.074875000000000011 0.090000000000000011 -0.41331999999999997 0.087695000000000009 -0.08101499999999999 0.26391000000000003 -0.0094449999999999968 -0.45726999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -3 8 16 -1 -4 11 10 -10 15 14 -14 -13 -2 -5 -17 -8
right_child=1 3 7 5 -6 -7 18 -9 9 -11 -12 12 13 -15 -16 17 -18 -19 -20
leaf_value=0.00072891581519504331 0.001356223763419705 0.00027222739536622581 0.00051888491919087571 0.0011332070448496806 0.0010516499081982395 0.00058548385361821033 0.00019748960163250504 0.0011414333873424689 0.0014726113928043929 0.0017752162330166661 0.00097423371322287401 0.0018344957371578896 0.0019422431266718436 0.0015695786598666972 0.0015831770373530942 0.0015847597560449526 0.0014384791102886095 0.0017731588671184983 -7.4241040636360646e-05
leaf_weight=68 58 66 52 91 65 63 53 94 69 82 53 640 54 320 67 279 67 84 54
leaf_count=68 58 66 52 91 65 63 53 94 69 82 53 640 54 320 67 279 67 84 54
internal_value=0 0.00150336 0.00159568 0.000886614 0.00165137 0.00106994 0.000320138 0.000919945 0.0016742 0.00146511 0.00125639 0.00170257 0.00174598 0.00162348 0.00181073 0.00159103 0.00126288 0.00162845 6.00253e-05
internal_weight=0 2204 1917 287 1771 221 175 146 1706 204 122 1502 1081 374 707 421 158 363 107
internal_count=2379 2204 1917 287 1771 221 175 146 1706 204 122 1502 1081 374 707 421 158 363 107
is_linear=0
shrinkage=0.0032998


Tree=4629
num_leaves=18
num_cat=0
split_feature=123 2 13 2 13 2 0 14 49 2 2 0 16 49 42 2 0
split_gain=13.4101 9.77792 3.10217 2.67079 1.36866 1.33434 1.4704 0.924584 0.914047 0.896337 0.893837 0.70114 0.577612 0.474152 0.300152 0.27251 0.326123
threshold=0.081180000000000016 0.11366500000000002 -0.10099999999999999 -1.0000000180025095e-35 -0.053824999999999991 0.098215000000000011 -0.12324999999999998 0.062655000000000016 0.0060900000000000008 -0.007134999999999999 0.10672500000000001 -0.10891999999999999 -0.097499999999999989 -0.016329999999999994 0.08486500000000001 0.10406500000000002 -0.069074999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 7 -7 11 -6 -2 -11 12 -5 -13 -15 -8 -17
right_child=9 2 4 5 8 6 15 -9 -10 10 -12 13 -14 14 -16 16 -18
leaf_value=0.0012149480890964257 0.00048870799666079448 0.00061870500810170582 0.0018050499416402751 0.0018190753062416241 0.00098673324758553004 0.0011615816420654044 0.0015847066796734798 0.0022628800520398287 0.0014663746997228878 0.0013117852929886438 0.00077073567325322773 0.0020907148287805308 0.0013362915429384792 0.0018967417755882045 0.0017907339024076654 0.0016154671199553855 0.0019436501863193182
leaf_weight=84 62 84 57 57 92 62 86 60 83 52 94 95 53 626 585 54 93
leaf_count=84 62 84 57 57 92 62 86 60 83 52 94 95 53 626 585 54 93
internal_value=0 0.00169969 0.00116283 0.00179113 0.00135968 0.00181844 0.00161493 0.00185909 0.00121442 0.000822271 0.00096368 0.00184196 0.00158678 0.00186342 0.00184556 0.00173541 0.00182333
internal_weight=0 2171 316 1855 232 1771 295 1476 175 208 146 1416 110 1306 1211 233 147
internal_count=2379 2171 316 1855 232 1771 295 1476 175 208 146 1416 110 1306 1211 233 147
is_linear=0
shrinkage=0.0032998


Tree=4630
num_leaves=21
num_cat=0
split_feature=1 52 47 13 52 3 3 40 13 15 3 3 3 49 3 52 3 49 3 474
split_gain=23.3213 7.17018 3.91828 2.00985 1.79722 1.27845 1.277 0.946616 0.845076 0.747372 1.77203 0.775185 0.738262 0.71988 0.873754 0.57741 0.435508 0.314119 0.371627 0.236174
threshold=0.10141500000000002 -0.29521499999999995 0.078345000000000012 0.098080000000000014 0.12398000000000002 0.091170000000000015 -0.038414999999999998 -0.075779999999999986 0.0049200000000000008 0.03981500000000001 -0.12595999999999999 -0.10468499999999999 -0.14443999999999999 -1.0000000180025095e-35 -0.010299999999999998 -0.025904999999999994 -0.096404999999999991 0.087720000000000006 -0.013399999999999999 0.083685000000000023
decision_type=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 13 7 -4 -1 12 10 -10 -11 -9 15 -15 -3 -14 18 -18 -19
right_child=1 2 6 -5 -6 -7 -8 8 9 11 -12 -13 16 14 -16 -17 17 19 -20 -21
leaf_value=0.0013266831805231346 0.0019319557442929812 0.0006480943505973967 0.0016794539518397366 7.3332595701335626e-05 0.0013236199641675254 0.0013472130259793481 0.0010454752162853355 0.0021950597382879218 0.00094950816093423399 0.0020863441054504504 0.0017248691912801009 0.0015609987148805886 0.0015051585735897093 0.0007837033212226423 0.00027824044911829368 0.0011122048509054159 0.001810854095361187 0.0016250771836527865 0.002058812596726961 0.0018802805200048109
leaf_weight=54 76 68 60 53 53 87 83 52 52 54 85 73 57 68 83 52 974 166 73 55
leaf_count=54 76 68 60 53 53 87 83 52 52 54 85 73 57 68 83 52 974 166 73 55
internal_value=0 0.000984868 0.00084638 0.000669776 0.000767233 0.00173907 0.00131173 0.00175916 0.00177337 0.00160117 0.00143083 0.00178465 0.00180636 0.00065829 0.000506099 0.000849503 0.00179108 0.0018039 0.00182818 0.00168875
internal_weight=0 596 520 377 324 1782 143 1695 1641 264 137 127 1377 271 151 120 1325 1268 1047 221
internal_count=2378 596 520 377 324 1782 143 1695 1641 264 137 127 1377 271 151 120 1325 1268 1047 221
is_linear=0
shrinkage=0.0032998


Tree=4631
num_leaves=22
num_cat=0
split_feature=4 12 2 4 0 133 42 13 3 42 16 2 3 1210 3 13 4 2 42 130 12
split_gain=1.41865 0.569509 0.511734 0.415497 0.607899 0.434563 0.43751 0.391688 0.421434 0.414634 0.34081 0.292941 0.279039 0.315525 0.349646 0.276278 0.268077 0.18601 0.156004 0.102731 0.102297
threshold=0.27044500000000005 0.083885000000000015 0.074875000000000011 -0.16772499999999999 -0.082454999999999987 -0.010174999999999998 0.080060000000000006 1.0000000180025095e-35 0.13772500000000001 0.08870500000000002 -0.015159999999999998 0.12358500000000001 -0.14443999999999999 -0.081959999999999991 -0.088714999999999988 0.094590000000000021 0.053455000000000009 0.09772500000000002 -1.0000000180025095e-35 0.088525000000000006 0.096475000000000019
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 2 -1 -4 5 -5 10 8 9 -2 -7 12 15 -14 18 -3 17 -16 19 -15 -18
right_child=7 11 3 4 -6 6 -8 -9 -10 -11 -12 -13 13 14 16 -17 20 -19 -20 -21 -22
leaf_value=0.0001957966187950966 0.017956428932746293 0.035036901685450976 0.023798100451316723 0.026683878572926326 -0.0048262326845643147 0.021818903179269364 0.0015885328879110031 -0.0098448867540520627 -0.005847127161175609 0.00095769452459636595 0.0052146187639185715 0.0053886451335108856 0.027778047372923925 0.016229132822644939 0.018283998329491586 0.017666623135716375 0.014890321594335615 0.025422669643876159 0.0041774728826855486 0.0081259140094999075 0.0052127454642001683
leaf_weight=97 94 53 92 62 57 105 91 53 60 72 53 54 79 142 779 52 79 121 65 66 52
leaf_count=97 94 53 92 62 57 105 91 53 60 72 53 54 79 142 779 52 79 121 65 66 52
internal_value=0 0.0159442 0.0113228 0.0136653 0.0111272 0.0140569 0.0109057 0.00316292 0.00622137 0.0105943 0.0162605 0.0176123 0.0180547 0.0174159 0.0167868 0.0264516 0.0182077 0.0192457 0.0114138 0.0136666 0.0110626
internal_weight=0 2099 557 460 368 311 249 279 226 166 158 1542 1488 1383 1304 105 1031 900 273 208 131
internal_count=2378 2099 557 460 368 311 249 279 226 166 158 1542 1488 1383 1304 105 1031 900 273 208 131
is_linear=0
shrinkage=0.16829


Tree=4632
num_leaves=21
num_cat=0
split_feature=1 12 483 3 1 1 4 42 4 403 1210 3 2 4 12 12 2 1452 4 1
split_gain=1.12577 0.469098 0.375693 0.46258 0.444187 0.337721 0.319822 0.384213 0.383753 0.249892 0.385508 0.286949 0.394216 0.250056 0.208214 0.273025 0.177072 0.156 0.165752 0.0882514
threshold=0.12122500000000001 0.083885000000000015 0.085510000000000017 -0.10175499999999998 0.10915500000000002 0.14846500000000004 -0.21586499999999997 -0.011764999999999999 -0.00013999999999999996 0.066690000000000013 -0.081959999999999991 -0.13795999999999997 0.09857500000000001 -0.087344999999999992 0.093595000000000025 0.089125000000000024 0.13733000000000004 0.085480000000000014 0.036620000000000007 0.13368000000000005
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 2 3 -1 6 16 -5 -8 -9 10 -3 12 -12 -13 15 -11 19 18 -15 -2
right_child=5 9 -4 4 -6 -7 7 8 -10 14 11 13 -14 17 -16 -17 -18 -19 -20 -21
leaf_value=-0.0050642300933052536 0.0045401475831594682 0.02786810312872327 0.022520804932488862 0.024378356995860478 -0.0019858597998924777 -0.010572183514048207 0.022530463912595198 0.001951247140581565 0.015016455534792755 0.011866424857637859 0.032484404253436169 0.0056162367951588339 0.014171310438028849 0.015190114254691144 0.016766824088149248 -0.004176463788415307 -0.0012950147663810553 0.023407717429617857 0.0090284462155508938 0.014000840509795909
leaf_weight=69 62 69 54 52 76 53 58 154 109 69 60 92 76 869 64 53 84 57 146 52
leaf_count=69 62 69 54 52 76 53 58 154 109 69 60 92 76 869 64 53 84 57 146 52
internal_value=0 0.0132742 0.00914526 0.00774743 0.00972026 0.00134912 0.0121102 0.0101173 0.00737294 0.0147919 0.01558 0.0149264 0.0222638 0.0140676 0.00898122 0.00488225 0.00454925 0.0147912 0.0143056 0.00887131
internal_weight=0 2127 572 518 449 251 373 321 263 1555 1369 1300 136 1164 186 122 198 1072 1015 114
internal_count=2378 2127 572 518 449 251 373 321 263 1555 1369 1300 136 1164 186 122 198 1072 1015 114
is_linear=0
shrinkage=0.16829


Tree=4633
num_leaves=23
num_cat=0
split_feature=4 3 3 2 2 3 4 3 42 12 394 3 124 16 1419 11 133 16 3 4 48 1446
split_gain=15.2558 6.83451 2.75141 1.55628 1.21787 1.06129 0.711737 0.972296 0.682357 0.563097 0.589072 0.67563 0.474565 0.415212 0.76064 0.43412 0.443755 0.235792 0.234096 0.228804 0.249002 0.157669
threshold=0.30163500000000004 -0.049204999999999992 0.30112000000000005 -0.0091949999999999983 0.10866500000000003 0.13772500000000001 -0.057539999999999994 0.09037000000000002 0.08870500000000002 0.11589000000000001 -0.08151499999999999 -0.086114999999999983 -1.0000000180025095e-35 0.0055300000000000011 0.082370000000000013 0.080150000000000013 0.078935000000000019 -0.0021749999999999994 -0.082634999999999986 -0.0041799999999999988 0.089965000000000017 0.088500000000000009
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 9 3 -3 6 8 -5 12 18 10 11 -1 -8 17 15 16 -15 19 -2 21 -21 -12
right_child=5 2 -4 4 -6 -7 7 -9 -10 -11 13 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0010220981271871791 0.0010061175813348693 0.00062851782564821656 0.00035083807881672145 0.0016075597475692332 0.00091147826161247416 0.00017155004858144905 0.0011722142007209451 0.00085112213193934731 0.000442545833710792 0.0012263104912587301 0.0015774324796929973 0.0015450863485871932 0.0015866894424029414 0.0011890000944030229 0.0018157625824355766 0.0016550639231221334 0.0014700408014581355 0.0017761443799072974 0.00070353178615481797 0.0014154872900193757 0.0016762731108545194 0.0017587393490807171
leaf_weight=53 52 54 53 81 95 59 58 52 80 72 765 56 65 131 52 53 119 63 63 189 53 60
leaf_count=53 52 54 53 81 95 59 58 52 80 72 765 56 65 131 52 53 119 63 63 189 53 60
internal_value=0 0.00141606 0.0010588 0.00115136 0.0012317 0.000560124 0.00135039 0.00123115 0.000677512 0.00151425 0.00152723 0.00129111 0.00139153 0.00154454 0.00144489 0.00138113 0.00132292 0.00157581 0.00084066 0.00156395 0.00147275 0.00159066
internal_weight=0 2124 458 405 351 254 256 175 195 1666 1594 109 123 1485 355 303 250 1130 115 1067 242 825
internal_count=2378 2124 458 405 351 254 256 175 195 1666 1594 109 123 1485 355 303 250 1130 115 1067 242 825
is_linear=0
shrinkage=0.0032998


Tree=4634
num_leaves=22
num_cat=0
split_feature=1 12 1 3 2 12 2 0 123 1 1 49 2 159 3 151 0 13 49 1 12
split_gain=29.7095 8.13244 3.58093 2.56082 1.2431 1.1123 1.0523 0.992153 0.779414 0.785689 0.754739 0.681092 0.670638 0.432738 0.513857 0.350735 0.333335 0.281128 0.274448 0.30592 0.227062
threshold=0.11695500000000002 0.077755000000000005 0.089710000000000026 -0.055839999999999994 0.14823500000000003 0.092495000000000008 -1.0000000180025095e-35 -0.073284999999999975 0.084080000000000016 0.10932500000000002 1.0000000180025095e-35 -0.079689999999999997 0.12190500000000001 -0.0118 -0.11197999999999998 -0.00016499999999999997 -0.10946999999999998 -0.070004999999999998 -0.012149999999999999 0.090785000000000018 0.10031500000000002
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 2 10 -2 6 7 -5 11 9 15 -1 -3 13 -7 -15 -4 -13 -16 -18 -20 -19
right_child=3 5 8 4 -6 12 -8 -9 -10 -11 -12 16 -14 14 17 -17 18 20 19 -21 -22
leaf_value=0.0014183078016737993 0.0010702719584922363 0.0014433944965027601 0.0010835830586242094 0.00019648342039065977 2.7405409258148095e-05 0.0015032741074445068 0.00076886484412404471 0.0021985812829010908 0.0007496317194490721 0.00079989932401498278 0.0018749193667018868 0.002046358125861725 0.0013034019140063054 0.0019751678037422658 0.0015276503433467655 0.0014348157597302543 0.0020526558369746888 0.0018330523675472977 0.0018177721956033328 0.0015556260940016548 0.0016358850601799464
leaf_weight=78 81 52 56 56 72 103 94 80 79 52 82 77 52 86 92 73 52 146 738 54 123
leaf_count=78 81 52 56 56 72 103 94 80 79 52 82 77 52 86 92 73 52 146 738 54 123
internal_value=0 0.00167414 0.00126377 0.000567813 0.000384324 0.00177826 0.000555411 0.00184325 0.0010244 0.00114413 0.00165254 0.001814 0.00166452 0.00169859 0.00174352 0.00128262 0.00183489 0.00168824 0.00181555 0.00179994 0.00174303
internal_weight=0 2075 420 303 222 1655 150 1053 260 181 160 973 602 550 447 129 921 361 844 792 269
internal_count=2378 2075 420 303 222 1655 150 1053 260 181 160 973 602 550 447 129 921 361 844 792 269
is_linear=0
shrinkage=0.0032998


Tree=4635
num_leaves=21
num_cat=0
split_feature=1 15 16 150 4 1 11 4 11 48 150 0 0 13 4 4 16 50 47 0
split_gain=36.7189 5.44729 4.40227 2.6562 2.25469 1.764 1.10821 1.25797 1.13349 1.02126 1.31174 0.793152 1.39685 0.761779 0.716366 0.683012 0.594542 0.52682 0.466799 0.445517
threshold=0.104035 -0.25061999999999995 0.51148500000000008 0.082965000000000025 0.24099500000000004 0.12122500000000001 1.0000000180025095e-35 -0.49013999999999996 0.083010000000000014 0.082225000000000006 0.083680000000000018 -0.12608499999999997 -0.066044999999999979 -0.0065999999999999991 0.51400500000000016 0.024315000000000003 -0.10346499999999999 0.11875500000000001 0.077555000000000013 -0.079249999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 11 6 -2 7 -1 -8 15 18 -3 -13 -5 -7 17 -17 19 -11 -9
right_child=1 2 -4 13 -6 14 8 9 -10 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0023722511914355772 0.00094472983826641901 0.00091620844250008286 0.0019949665349333892 0.00030088151237049805 0.0012810961882480185 0.0004821023357025622 0.0026053498624231319 0.0020218132524713857 0.0019185023854384837 0.0016974679794931552 0.0013429816440448726 0.0017546255190071642 0.0010212750550989051 0.00086182195476304947 -2.1191515519813531e-05 0.0019351720990314863 0.0015468227230170523 0.0016636420788046136 0.0020231626966082748 0.0018768205437552736
leaf_weight=63 53 55 57 54 60 60 53 776 53 103 77 59 55 52 63 86 89 63 94 342
leaf_count=63 53 55 57 54 60 60 53 776 53 103 77 59 55 52 63 86 89 63 94 342
internal_value=0 0.000910892 0.00115975 0.000986501 0.0019121 0.00044126 0.00193313 0.0019125 0.00226226 0.00189471 0.00170984 0.00124352 0.00140113 0.000576392 0.000224031 0.00193204 0.00173787 0.00196078 0.00185305 0.00197749
internal_weight=0 508 332 275 1859 176 1799 1693 106 1630 274 169 114 106 123 1356 175 1181 197 1118
internal_count=2367 508 332 275 1859 176 1799 1693 106 1630 274 169 114 106 123 1356 175 1181 197 1118
is_linear=0
shrinkage=0.0032998


Tree=4636
num_leaves=17
num_cat=0
split_feature=4 150 0 0 15 0 1213 484 0 2 0 0 160 159 457 16
split_gain=1.25493 0.57473 0.648889 0.555011 0.363611 0.350248 0.319145 0.243474 0.232275 0.228221 0.402205 0.345265 0.288858 0.245521 0.215247 0.213839
threshold=0.50373500000000015 0.082965000000000025 -0.11327499999999999 -0.069389999999999993 -0.14820999999999998 -0.068669999999999995 0.12389500000000002 0.12438500000000001 -0.085154999999999995 0.085600000000000023 -0.11242999999999999 -0.14666499999999996 0.0088350000000000008 0.08351500000000002 0.084040000000000017 -0.088869999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 14 -2 15 8 7 9 -4 10 -6 -11 -12 -13 -3 -1
right_child=3 2 5 -5 6 -7 -8 -9 -10 11 12 13 -14 -15 -16 -17
leaf_value=0.01938689041501997 0.0094414286251112093 -0.0090656484966421865 0.013136001445226904 -0.011529880947857854 0.031743036900145905 0.0035854015849580692 0.02684391603908701 0.026017260496618743 0.02695088009371744 0.0020179834846910725 0.017441991407909998 0.013024822431781033 0.0046039818451632016 0.020231908544249919 0.0057496147930473623 0.033455879322365621
leaf_weight=75 73 55 83 70 52 60 73 60 60 70 549 759 55 164 56 53
leaf_count=75 73 55 83 70 52 60 73 60 60 70 549 759 55 164 56 53
internal_value=0 0.0154406 0.00875613 -0.000811684 0.0165386 0.0144141 0.0159135 0.0154456 0.018945 0.0150598 0.0175047 0.0134428 0.0162759 0.0143073 -0.0015751 0.0252264
internal_weight=0 2224 314 143 1910 203 1782 1709 143 1649 656 993 604 923 111 128
internal_count=2367 2224 314 143 1910 203 1782 1709 143 1649 656 993 604 923 111 128
is_linear=0
shrinkage=0.16829


Tree=4637
num_leaves=24
num_cat=0
split_feature=4 16 150 1 4 52 52 1454 0 2 2 51 16 4 13 42 4 2 52 2 42 52 4
split_gain=0.868284 0.514204 0.397229 0.604285 0.435733 0.443059 0.210085 0.198088 0.227014 0.374999 0.32526 0.34585 0.607121 0.280947 0.254814 0.36134 0.20897 0.15274 0.13111 0.12727 0.427871 0.0771933 0.0630402
threshold=0.50373500000000015 -0.11118499999999999 0.082965000000000025 0.085720000000000005 0.0071200000000000005 -0.080064999999999983 0.51400500000000016 0.086305000000000007 -0.079249999999999987 0.090225000000000014 0.10428500000000002 -0.023524999999999997 -0.026164999999999997 -0.019794999999999997 -0.0016149999999999999 -1.0000000180025095e-35 0.00077000000000000018 0.083715000000000026 -1.0000000180025095e-35 0.11461500000000001 0.095935000000000006 -0.27209499999999992 -0.0092149999999999992
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 -2 6 22 5 -5 7 8 9 14 11 17 -13 -11 16 -16 -1 -10 -15 21 -21 -12 -4
right_child=1 -3 3 4 -6 -7 -8 -9 10 13 19 12 -14 18 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.016895006241278748 0.0074101835695448851 -0.013262811498703814 0.012822700959730704 -0.0016816968293168083 -0.0081699131710150415 0.01835001414053615 0.0043878340549755269 0.022719985066461799 0.022679094402603114 0.00051164285770856647 0.01588638846848375 0.01136192074935412 -0.0038532416663281592 0.018635847351150921 0.01712504771396527 0.033859202729338095 0.0079196699354618684 0.009979558362128417 0.010242659252818436 0.0053555910244252099 0.024615355762604568 0.024951060016551334 0.020965710995988915
leaf_weight=539 87 56 52 65 77 60 66 73 57 66 55 197 119 78 101 58 86 52 169 86 53 55 60
leaf_count=539 87 56 52 65 77 60 66 73 57 66 55 197 119 78 101 58 86 52 169 86 53 55 60
internal_value=0 -0.000672971 0.0128437 0.00728449 0.0017773 0.00791915 0.0137567 0.0140911 0.0137344 0.0152326 0.0112932 0.0084546 0.00562647 0.0102938 0.017202 0.0232406 0.0156629 0.0166371 0.0129004 0.0161311 0.0127122 0.0204351 0.0172011
internal_weight=0 143 2224 314 202 125 1910 1844 1771 1097 674 425 316 313 784 159 625 109 247 249 139 110 112
internal_count=2367 143 2224 314 202 125 1910 1844 1771 1097 674 425 316 313 784 159 625 109 247 249 139 110 112
is_linear=0
shrinkage=0.16829


Tree=4638
num_leaves=18
num_cat=0
split_feature=15 2 39 151 447 11 2 2 2 15 42 16 124 47 39 47 43
split_gain=24.7654 11.8106 5.12618 2.71167 1.92523 1.30192 1.14368 1.0142 0.978591 1.02433 0.93751 0.799233 0.616576 0.481293 0.473255 0.384208 0.320354
threshold=-0.25061999999999995 0.11353000000000001 0.081875000000000017 -0.030624999999999996 0.084700000000000011 1.0000000180025095e-35 0.097145000000000023 0.13459500000000005 0.10205500000000002 -0.077809999999999976 0.088060000000000013 -0.085314999999999988 -0.079269999999999993 0.09550500000000002 0.089130000000000015 0.077555000000000013 -0.069434999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 -3 5 8 -7 10 13 -10 -5 14 -4 15 -1 -2 -15
right_child=1 3 12 7 -6 6 -8 -9 9 -11 -12 -13 -14 16 -16 -17 -18
leaf_value=0.0012678985786014742 0.0026592237797780044 0.0012542234508481291 0.0017467833773919883 0.0019790224596956379 0.0020275323364573918 0.0032647270284049041 0.0026112308496119337 0.0017379171543295106 0.0020043793139050488 0.0025767124402613227 0.0025599785182715824 0.0015405778301269813 0.0022204044528893558 0.00258859675995579 0.00084922484327246801 0.0029078790325613806 0.0022565823618639321
leaf_weight=70 1236 64 74 75 56 69 52 79 54 96 52 67 52 92 52 75 52
leaf_count=70 1236 64 74 75 56 69 52 79 54 96 52 67 52 92 52 75 52
internal_value=0 0.00249537 0.00258682 0.00184895 0.00263236 0.00265196 0.00298418 0.00203355 0.00262689 0.00237091 0.00221717 0.00124974 0.00194253 0.00265326 0.00108974 0.00267348 0.00246895
internal_weight=0 2178 1908 270 1782 1726 121 206 1605 150 127 189 126 1455 122 1311 144
internal_count=2367 2178 1908 270 1782 1726 121 206 1605 150 127 189 126 1455 122 1311 144
is_linear=0
shrinkage=0.0032998


Tree=4639
num_leaves=9
num_cat=0
split_feature=4 484 147 40 124 124 13 12
split_gain=0.752468 0.338141 0.388854 0.282714 0.334831 0.296442 0.216751 0.222899
threshold=0.51400500000000016 0.10282500000000001 0.089365000000000014 -0.084989999999999996 -0.085059999999999983 -0.051674999999999992 -0.33260499999999998 0.10254500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8
right_child=-2 -3 -4 4 5 6 7 -9
leaf_value=0.001228463772196731 -0.0041227839980322494 0.021809750549356799 0.00052744698302730137 0.024433604814533272 0.00031511581493105914 0.0025833783006867809 0.013668142134215567 0.007985749215596416
leaf_weight=63 81 103 82 67 57 59 1631 224
leaf_count=63 81 103 82 67 57 59 1631 224
internal_value=0 0.012366 0.0119196 0.0123633 0.0127067 0.0123071 0.0126633 0.0129829
internal_weight=0 2286 2183 2101 2038 1971 1914 1855
internal_count=2367 2286 2183 2101 2038 1971 1914 1855
is_linear=0
shrinkage=0.16829


Tree=4640
num_leaves=27
num_cat=0
split_feature=4 3 2 2 14 2 16 156 474 49 12 2 4 3 52 12 3 43 2 12 3 4 12 16 16 52
split_gain=9.36862 3.53236 1.8654 2.9333 0.630135 0.583639 0.604061 0.529617 0.542874 0.524179 0.408331 0.395438 0.496971 0.389635 0.386329 0.335218 0.274185 0.270852 0.723323 0.259284 0.237179 0.214772 0.207234 0.190953 0.15233 0.148102
threshold=0.30163500000000004 -0.065259999999999999 0.10866500000000003 -0.0050599999999999994 -0.44847999999999993 0.14271500000000001 -0.034109999999999994 0.087205000000000019 0.085020000000000012 -0.0060549999999999988 0.084760000000000016 0.085730000000000015 -0.057539999999999994 -0.11128999999999999 -0.069924999999999987 0.096780000000000019 -0.084794999999999995 -0.085349999999999995 0.084095000000000017 -0.073474999999999985 -0.15197999999999998 0.00025000000000000006 0.087470000000000006 -0.082264999999999991 -0.071359999999999993 -0.0093349999999999978
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 7 3 -3 -2 6 -4 10 16 -6 17 -5 -13 20 -14 22 -9 -1 -19 -11 -12 24 25 -24 -17 -15
right_child=4 2 5 11 9 -7 -8 8 -10 19 13 12 14 15 -16 21 -18 18 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0015505425206119999 0.00080399133903545801 0.00036379076391421987 0.0010091314214495436 0.0014256144380787583 0.0006801638826604055 0.00039165894500701548 0.00055380286548869324 0.0013264912407445332 0.00079984449651595375 0.00013334158491691453 0.0012615716166320136 0.0013732144238832057 0.001246421135653092 0.0010127545175979064 0.00089384775778866658 0.001287311605079511 0.001005751648729641 0.0015370219949699354 0.0010760289506501627 0.00041500390483145049 0.0015630982847674997 0.00092831911908586903 0.0013553055059913849 0.0012288042969342712 0.0010562212793481247 0.0012041390189027697
leaf_weight=75 53 54 65 68 53 61 63 70 58 62 59 66 55 60 92 61 52 74 76 85 59 65 211 379 70 202
leaf_count=75 53 54 65 68 53 61 63 70 58 62 59 66 55 60 92 61 52 74 76 85 59 65 211 379 70 202
internal_value=0 0.00115592 0.000921043 0.00106909 0.000483433 0.000658438 0.0007853 0.00123424 0.00106453 0.000398308 0.00125618 0.00120451 0.00113375 0.00123107 0.001026 0.00121059 0.00119007 0.00138613 0.00130369 0.000296447 0.00141263 0.00108609 0.00123919 0.0012741 0.0011641 0.00116044
internal_weight=0 2095 524 335 253 189 128 1571 180 200 1391 281 213 1166 147 1048 122 225 150 147 118 196 852 590 131 262
internal_count=2348 2095 524 335 253 189 128 1571 180 200 1391 281 213 1166 147 1048 122 225 150 147 118 196 852 590 131 262
is_linear=0
shrinkage=0.0032998


Tree=4641
num_leaves=21
num_cat=0
split_feature=1 52 52 124 0 1 4 4 52 13 1 151 4 16 16 4 1 16 52 15
split_gain=29.8013 5.71772 3.08339 1.99752 1.79609 1.2114 1.14101 0.700057 0.661634 0.595518 0.574437 0.976109 1.49613 0.543191 0.484563 0.466878 0.418785 0.199608 0.198777 0.187742
threshold=0.10342000000000001 -0.41304999999999997 0.12492500000000002 -0.078224999999999989 -0.064804999999999988 0.13662500000000002 -0.47860499999999995 0.043850000000000007 1.0000000180025095e-35 -0.10278499999999999 0.10828500000000001 -0.065174999999999983 0.42098500000000005 -0.00027999999999999998 0.052915000000000011 -0.08916499999999998 0.092415000000000011 -0.11777499999999998 -0.42113499999999993 -0.41309499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 7 10 -6 9 17 -5 -3 -12 -13 -8 15 -11 -17 -9 -16 -7
right_child=1 2 -4 4 6 19 13 8 -10 14 11 12 -14 -15 18 16 -18 -19 -20 -21
leaf_value=0.0014572194336911538 0.001994384804571593 0.00067684593702043328 0.0016073987445833348 0.0024328274579738535 0.0020656328971325037 0.00069066841029099407 0.0018179166635297966 0.0018489560946326655 0.0021006223627405597 0.0023444420014461483 0.00070626676745566639 0.0014745249340610046 0.00082384193789460818 0.0014288076165874782 0.0019919853470567561 0.0020940006495476474 0.0018616859047727648 0.0015585660336165416 0.001728491423023211 0.0004171546492399915
leaf_weight=74 68 58 70 52 84 60 68 52 77 76 65 88 69 96 77 951 96 57 58 52
leaf_count=74 68 58 70 52 84 60 68 52 77 76 65 88 69 96 77 951 96 57 58 52
internal_value=0 0.00110053 0.000968894 0.00198995 0.00201253 0.000854786 0.00175148 0.00205578 0.00186453 0.00208291 0.000970976 0.00104766 0.00118878 0.00159036 0.00206842 0.00209115 0.00207273 0.00169742 0.00187904 0.000563994
internal_weight=0 530 462 1818 1744 392 248 1496 186 1310 280 222 157 164 1258 1123 1047 109 135 112
internal_count=2348 530 462 1818 1744 392 248 1496 186 1310 280 222 157 164 1258 1123 1047 109 135 112
is_linear=0
shrinkage=0.0032998


Tree=4642
num_leaves=17
num_cat=0
split_feature=148 2 0 2 41 52 0 0 0 0 0 52 0 2 133 52
split_gain=0.513547 0.449048 0.430245 0.532744 0.336674 0.27913 0.237058 0.232127 0.263764 0.192478 0.233677 0.253246 0.179281 0.197748 0.174587 0.158038
threshold=-0.0084749999999999982 0.11461500000000001 0.062580000000000011 -1.0000000180025095e-35 0.07882500000000002 -0.085464999999999985 -0.070064999999999975 -0.064804999999999988 -0.043914999999999989 -0.057864999999999993 -0.13740499999999997 -0.013014999999999999 -0.069824999999999984 0.084095000000000017 0.022390000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 6 7 -4 -2 12 -9 10 -3 -12 13 -5 -11 -1
right_child=1 9 5 4 -6 -7 -8 8 -10 14 11 -13 -14 -15 -16 -17
leaf_value=0.0063062113670016269 0.0089720975809953404 0.0018425845183740091 0.014788209438349442 0.017076146308687576 0.00056948334998241086 0.031918263480637372 -0.0067943812769810426 -0.00063977980034053044 0.014231995783487991 -0.0028759599203081999 0.0061775008340743762 0.021474516683614431 0.023786147678144322 0.012774331361934652 0.0094685172433735983 -0.0056275368058034273
leaf_weight=77 55 65 53 443 56 56 53 64 71 86 58 66 57 983 52 53
leaf_count=77 55 65 53 443 56 56 53 64 71 86 58 66 57 983 52 53
internal_value=0 0.0123257 0.0133224 0.0126924 0.0134316 0.0236055 0.00121821 0.0138757 0.00716836 0.00655659 0.0100475 0.014334 0.014485 0.014112 0.00176256 0.00142709
internal_weight=0 2218 1891 1782 1674 109 108 1618 135 327 189 124 1483 1426 138 130
internal_count=2348 2218 1891 1782 1674 109 108 1618 135 327 189 124 1483 1426 138 130
is_linear=0
shrinkage=0.16829


Tree=4643
num_leaves=26
num_cat=0
split_feature=1 3 3 2 2 4 1 2 12 2 14 3 4 12 13 52 3 2 0 3 42 2 43 0 43
split_gain=29.487 5.25473 3.15557 2.03553 2.82132 1.76572 1.70624 1.41356 1.36299 1.16373 0.737103 1.05039 1.38263 0.991738 0.483432 0.407983 0.362781 0.321971 0.254478 0.2468 0.204185 0.199618 0.132292 0.12431 0.0851077
threshold=0.10538500000000002 -0.06340999999999998 -0.072739999999999985 0.14794000000000004 -1.0000000180025095e-35 0.36766000000000004 0.089710000000000026 0.098215000000000011 -0.013764999999999998 0.11005500000000001 0.054835000000000009 -0.12077499999999998 -0.17689999999999997 0.084055000000000005 -0.0063399999999999993 -0.067799999999999985 -0.086424999999999988 0.12992500000000004 -0.061204999999999989 -0.084129999999999996 0.090295000000000014 0.095620000000000011 -0.077704999999999982 -0.084184999999999996 -0.080819999999999989
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=2 5 10 4 -3 20 7 14 -8 -6 11 12 -1 16 -4 19 -13 -11 -9 -15 -2 23 -23 -17 -21
right_child=1 3 6 -5 9 -7 8 18 -10 17 -12 13 -14 15 -16 21 -18 -19 -20 24 -22 22 -24 -25 -26
leaf_value=0.0015923572039844972 0.0014675959385917431 -0.00010066296160007765 0.0013975422627266749 -0.00016907803120760231 0.0010996565446679215 0.00060647206054329742 0.00056481587960013359 0.0012914928987793476 0.0012022592531990019 0.00036351917793967523 0.0019363224537183484 0.0016947995553449789 0.00088686873733345587 0.0015439267673394944 0.0017699868029371134 0.0016461885042513228 0.0020618491141460803 0.00068792636940957547 0.0010128959872802237 0.0014069720271960386 0.0011691246413905482 0.0013199577243264049 0.0015591198942208945 0.0015584622142090271 0.0012226032951397586
leaf_weight=64 52 69 67 69 52 60 57 80 103 71 57 66 58 98 92 359 56 64 68 61 52 52 56 406 59
leaf_count=64 52 69 67 69 52 60 57 80 103 71 57 66 58 98 92 359 56 64 68 61 52 52 56 406 59
internal_value=0 0.000576709 0.0014875 0.000333561 0.000469175 0.00105834 0.00125241 0.00139667 0.00097539 0.000679624 0.00156635 0.00155053 0.00125725 0.00157999 0.00161327 0.00154825 0.00186357 0.000517573 0.00116373 0.00141896 0.0013187 0.00158049 0.00144429 0.00159968 0.00131662
internal_weight=0 489 1859 325 256 164 467 307 160 187 1392 1335 122 1213 159 1091 122 135 148 218 104 873 108 765 120
internal_count=2348 489 1859 325 256 164 467 307 160 187 1392 1335 122 1213 159 1091 122 135 148 218 104 873 108 765 120
is_linear=0
shrinkage=0.0032998


Tree=4644
num_leaves=25
num_cat=0
split_feature=1 16 1210 48 51 16 16 13 12 12 0 1 51 3 0 16 1 399 159 3 13 51 13 12
split_gain=0.755229 0.505126 0.300447 0.285301 0.481946 0.295679 0.506151 0.63086 0.558601 0.268259 0.378619 0.290163 0.218694 0.178726 0.171511 0.168547 0.130593 0.132019 0.152371 0.123116 0.362052 0.108086 0.0900144 0.0482858
threshold=0.092860000000000012 0.25032500000000008 -0.07983999999999998 0.10168500000000001 0.087425000000000017 0.50597000000000014 -0.0101 -0.057284999999999996 -0.065214999999999981 0.084760000000000016 -0.086409999999999987 0.09036000000000001 0.07955000000000001 -0.086424999999999988 -0.10653 -0.4058199999999999 0.08845500000000002 0.088190000000000018 0.083310000000000009 0.081640000000000004 -0.017484999999999997 -0.039729999999999994 -0.087759999999999991 0.094435000000000005
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 2 -1 4 5 6 8 -8 -2 10 19 16 -5 -12 -10 -16 17 18 -11 20 22 23 -4 -3
right_child=3 21 9 12 -6 -7 7 -9 14 11 13 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0044295295730906164 -0.0028856925718380123 0.010457703768777062 0.01553586236014539 0.0055102324720107052 0.018439824866028309 0.013924221098974853 0.0072777223384154635 -0.014009191371082693 0.0205857450978079 0.011219751858999136 0.020146893359088036 0.025000637603042511 -0.009638224584437638 0.03285537418318573 0.0021715770503268664 0.014464118607826294 0.0045882500103784857 0.020351589136887817 0.018250985079105268 0.0073452324689100056 0.028149968574176946 -0.002258416903334599 0.0067031459727512378 0.0032429404656379285
leaf_weight=93 91 54 76 56 98 99 75 83 60 694 76 53 52 55 52 82 61 60 101 57 53 55 59 53
leaf_count=93 91 54 76 56 98 99 75 83 60 694 76 53 52 55 52 82 61 60 101 57 53 55 59 53
internal_value=0 0.0127043 0.0137084 0.00622055 0.00757122 0.00560274 0.00373903 -0.00389327 0.00797657 0.0143486 0.0181756 0.0128618 -0.00176683 0.0254962 0.013081 0.00970729 0.0121575 0.0126954 0.0121153 0.014254 0.0163391 0.00378012 0.0116889 0.00690083
internal_weight=0 1600 1438 748 640 542 443 158 285 1345 376 969 108 131 194 134 916 855 795 245 188 162 135 107
internal_count=2348 1600 1438 748 640 542 443 158 285 1345 376 969 108 131 194 134 916 855 795 245 188 162 135 107
is_linear=0
shrinkage=0.16829


Tree=4645
num_leaves=13
num_cat=0
split_feature=0 16 10 47 156 158 402 402 41 133 16 0
split_gain=0.554245 0.635914 0.407437 0.381758 0.268892 0.198588 0.24194 0.375025 0.434087 0.356871 0.234546 0.172882
threshold=0.10396000000000001 0.12292000000000002 -0.15282499999999996 0.11043500000000002 -0.080434999999999993 0.10046000000000001 0.11232500000000002 0.023625000000000004 0.077300000000000021 -0.066879999999999981 -0.025314999999999994 -0.07717499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 8 -6 -9 -7 -5
right_child=1 -3 3 11 5 10 -8 9 -10 -11 -12 -13
leaf_value=-0.0061821727492425722 -0.017332281269885595 0.0066258277602172858 0.020039288829639582 -0.007107580300535838 0.009185216747565228 -0.0040664635452106355 0.017684460190887454 0.0067035187312855975 0.023350016234493801 -0.0096840959388966759 0.0097494176774767169 0.0053752635622184887
leaf_weight=53 52 79 64 57 1541 70 95 119 64 55 69 70
leaf_count=53 52 79 64 57 1541 70 95 119 64 55 69 70
internal_value=0 -0.00287055 0.00837908 0.00873005 0.00927776 0.00893472 0.00939036 0.00894644 0.00975116 0.0015132 0.00277885 -0.000213126
internal_weight=0 131 2257 2204 2077 2013 1874 1779 1605 174 139 127
internal_count=2388 131 2257 2204 2077 2013 1874 1779 1605 174 139 127
is_linear=0
shrinkage=0.16829


Tree=4646
num_leaves=17
num_cat=0
split_feature=1 52 10 12 447 12 2 43 43 11 150 12 160 0 12 52
split_gain=17.2334 4.29053 1.89678 2.04733 1.6447 1.10349 0.840753 0.669214 0.63863 1.07808 0.504335 0.821902 0.384648 0.637889 0.440038 0.21492
threshold=0.10574000000000001 -0.40809499999999993 -1.0000000180025095e-35 0.089605000000000018 0.084510000000000016 -0.084509999999999988 0.11585500000000001 -0.052219999999999996 -0.46848499999999998 1.0000000180025095e-35 0.102565 -0.089089999999999989 -0.08292999999999999 -0.11073999999999999 0.083785000000000012 -0.025904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 10 5 -1 8 -8 -7 12 11 -4 14 -14 -10 -13
right_child=1 2 3 -5 -6 6 7 -9 9 -11 -12 15 13 -15 -16 -17
leaf_value=0.0011086563768036935 0.0016586872803204529 0.00024763088129130549 0.00091012700625670701 0.0011785341111889896 0.00090415642871270925 0.0011661896787395884 0.0014726470179338748 0.00094268902323826908 0.0018732703180590552 0.0018592607169998984 0.0009229775410446512 0.00059564556277108267 0.0012237374845158867 0.0014979428247801308 0.001547123316763716 0.00034888490338586773
leaf_weight=86 54 91 55 102 57 57 52 53 56 99 52 63 103 1045 261 102
leaf_count=86 54 91 55 102 57 57 52 53 56 99 52 63 103 1045 261 102
internal_value=0 0.000777821 0.000675451 0.000779452 0.00145766 0.00147506 0.00149329 0.00120548 0.00151191 0.00152449 0.000629667 0.000560179 0.00150185 0.00147337 0.00160485 0.000443316
internal_weight=0 519 465 374 1869 1812 1726 105 1621 1564 272 220 1465 1148 317 165
internal_count=2388 519 465 374 1869 1812 1726 105 1621 1564 272 220 1465 1148 317 165
is_linear=0
shrinkage=0.0032998


Tree=4647
num_leaves=23
num_cat=0
split_feature=4 2 2 12 0 12 2 12 13 12 0 402 403 4 0 2 4 130 4 0 12 2
split_gain=12.7684 6.42959 1.82856 1.82753 1.22203 1.21938 0.68837 0.681962 0.505075 0.441057 0.414954 0.413342 0.558984 0.561849 0.388645 0.38598 0.297937 0.383642 0.164729 0.137627 0.124353 0.0683053
threshold=0.30163500000000004 0.10774000000000002 0.14870000000000003 -1.0000000180025095e-35 -0.068669999999999995 0.089005000000000015 0.13538500000000001 0.097145000000000023 -0.14819499999999997 0.092495000000000008 -0.11912999999999999 0.11232500000000002 -0.088434999999999986 -0.030434999999999993 -0.063109999999999986 1.0000000180025095e-35 -0.0096349999999999977 0.0016050000000000003 -0.030434999999999993 -0.084444999999999978 0.10648500000000001 0.11715500000000001
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 3 5 4 -1 10 15 -7 -5 11 -3 12 19 -14 16 -2 17 -11 -9 -10 -18 -17
right_child=6 2 -4 8 -6 7 -8 18 9 14 -12 -13 13 -15 -16 21 20 -19 -20 -21 -22 -23
leaf_value=0.0012128715686866493 0.00040847552000617451 0.00052548290472017927 0.00032312179568337091 0.001690297120612619 0.00058965874906863314 0.0014621541361473556 0.00023938159641859208 0.0011255616976880794 0.0013119618702082672 0.0013127969534485111 0.00090942819822643385 0.0016941248848249273 0.0015003848163730282 0.001335296317534949 0.0010300174568265454 0.00081836144058071512 0.0010925106359324773 0.0016174898924507658 0.00087594101832161244 0.0011114767471237387 0.0013072295100280227 0.00064346960414159485
leaf_weight=102 67 63 58 56 52 52 84 63 75 198 61 52 475 439 60 52 72 60 57 83 55 52
leaf_count=102 67 63 58 56 52 52 84 63 75 198 61 52 475 439 60 52 72 60 57 83 55 52
internal_value=0 0.00126621 0.000859799 0.00134706 0.00100266 0.00096484 0.000484693 0.00114501 0.00137968 0.00136857 0.000714643 0.0014037 0.00138958 0.00142113 0.00127974 0.000604991 0.00131856 0.00138379 0.00100729 0.00120687 0.00118578 0.000731254
internal_weight=0 2133 354 1779 154 296 255 172 1625 1569 124 1124 1072 914 445 171 385 258 120 158 127 104
internal_count=2388 2133 354 1779 154 296 255 172 1625 1569 124 1124 1072 914 445 171 385 258 120 158 127 104
is_linear=0
shrinkage=0.0032998


Tree=4648
num_leaves=25
num_cat=0
split_feature=43 4 457 0 160 131 42 402 42 16 49 0 42 42 16 4 42 0 16 0 0 0 42 0
split_gain=0.559671 0.422503 0.339883 0.279501 0.280554 0.283216 0.234607 0.337198 0.334356 0.470563 0.290777 0.287928 0.227754 0.323081 0.196145 0.208196 0.194409 0.182281 0.145145 0.182201 0.128522 0.195114 0.120586 0.121439
threshold=-0.50504499999999986 0.0015850000000000003 0.093100000000000002 0.0085900000000000021 -0.24454999999999996 0.094860000000000014 0.077855000000000021 -0.087759999999999991 -0.0043149999999999994 -0.040964999999999994 -0.080639999999999976 -0.07581499999999998 -0.091559999999999989 -0.09693499999999998 -0.54150999999999994 0.36766000000000004 0.092475000000000016 -0.078664999999999985 0.27552000000000004 -0.07581499999999998 -0.091809999999999989 -0.087614999999999985 -0.08266999999999998 -0.082234999999999989
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 6 3 4 -3 14 8 -8 12 -10 -11 17 13 -2 -6 -16 -13 20 19 -12 -9 -22 -14 -24
right_child=1 2 -4 -5 5 -7 7 11 9 10 18 16 22 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25
leaf_value=-0.0083526914368615302 0.011932826126034564 0.019219746391512953 -0.0073535600509016096 -0.0052354249558391281 0.014492215000549898 0.015905201187738766 0.0025206966468064112 0.018787189502485278 -0.0081476809939512833 0.018651219177418618 0.0072058642477944518 0.028443782149569354 0.019134011023797484 -0.0035310468479952794 0.0058781337698531697 -0.002262889445339734 0.015559969404378548 0.00293431587904871 0.010374497620024941 -0.0051623185906642917 0.0048752849328873062 0.013551959791088542 0.015613802170453441 0.0070556389236777345
leaf_weight=56 102 52 55 54 54 76 90 85 70 52 70 52 91 61 341 120 95 60 78 65 96 322 102 89
leaf_count=56 102 52 55 54 54 76 90 85 70 52 70 52 91 61 341 120 95 60 78 65 96 322 102 89
internal_value=0 0.00865621 0.00536774 0.00637415 0.00735193 0.00630468 0.0102202 0.0122496 0.00813653 0.00411223 0.00735747 0.0134803 0.011162 0.00613471 0.00488442 0.0037551 0.0201297 0.0117409 0.00459188 0.00123751 0.0127878 0.0115635 0.0140615 0.0116354
internal_weight=0 2332 752 697 643 591 1580 800 780 335 265 710 445 163 515 461 147 563 213 135 503 418 282 191
internal_count=2388 2332 752 697 643 591 1580 800 780 335 265 710 445 163 515 461 147 563 213 135 503 418 282 191
is_linear=0
shrinkage=0.16829


Tree=4649
num_leaves=22
num_cat=0
split_feature=4 2 3 40 14 2 0 4 0 14 3 2 0 2 2 16 47 159 2 4 49
split_gain=19.1807 7.8435 3.8509 2.54514 1.53987 1.12943 0.88203 1.11755 0.82706 0.805434 1.52288 0.712786 0.677483 0.605121 0.544137 0.501382 0.399489 0.284663 0.234541 0.146972 0.109415
threshold=0.30163500000000004 0.10774000000000002 -0.034684999999999994 -0.026419999999999996 -0.42495999999999995 0.12708000000000003 -0.071104999999999988 -0.16772499999999999 -0.060199999999999997 0.062655000000000016 0.086245000000000016 0.090000000000000011 -0.081444999999999976 1.0000000180025095e-35 0.14062000000000005 0.15737500000000001 0.10323000000000002 0.0096550000000000021 0.11701500000000002 -0.50775499999999985 0.092185000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 12 -2 13 9 19 -9 10 11 16 -1 -6 -4 18 -5 -13 -3 -8 -17
right_child=4 2 14 6 5 -7 7 8 -10 -11 -12 17 -14 -15 -16 20 -18 -19 -20 -21 -22
leaf_value=0.0014323598083268961 0.0010766157460963396 0.0013906541179362654 0.00085129560210541399 0.0017914190338887404 0.00039068646037637906 0.00012731104279219114 0.0016368680945589762 0.0015238356328925848 0.0010113268945397286 0.0020840139940240089 0.0011706867404608673 0.0015499537256282708 0.00094118383411548909 0.00085197475579608102 0.00042467729870229319 0.0016705817403018259 0.0014923835697795511 0.0018129473666398468 0.0010734636129894138 0.0018850631372811313 0.001450913012392785
leaf_weight=65 59 53 89 897 55 69 57 86 58 65 56 272 59 72 52 52 53 56 52 55 56
leaf_count=65 59 53 89 897 55 69 57 86 58 65 56 272 59 72 52 52 53 56 52 55 56
internal_value=0 0.00156659 0.00111771 0.0016559 0.000608786 0.00046778 0.00169011 0.00151091 0.00131765 0.00172288 0.00170526 0.00172865 0.00119894 0.000652482 0.000694211 0.0013979 0.00177477 0.00159496 0.0012339 0.00175906 0.00155701
internal_weight=0 2133 354 1779 255 196 1655 256 144 1399 1334 1278 124 127 141 213 950 328 105 112 108
internal_count=2388 2133 354 1779 255 196 1655 256 144 1399 1334 1278 124 127 141 213 950 328 105 112 108
is_linear=0
shrinkage=0.0032998


Tree=4650
num_leaves=24
num_cat=0
split_feature=15 2 2 3 2 14 14 16 16 3 12 12 3 47 47 42 3 2 3 42 3 12 2
split_gain=14.0104 8.35938 4.59614 3.06552 2.17958 1.99805 1.71429 1.25959 1.11849 1.31342 0.824206 0.502767 0.892337 0.480719 0.343028 0.514775 0.736275 0.341596 0.25322 0.200317 0.190102 0.18647 0.17602
threshold=-0.2987999999999999 0.10124000000000001 -1.0000000180025095e-35 0.11745500000000002 0.14578500000000003 0.062655000000000016 -0.44847999999999993 -0.43370499999999995 0.4099850000000001 -0.089694999999999983 -1.0000000180025095e-35 0.084760000000000016 0.092330000000000009 0.07813500000000001 0.090100000000000013 1.0000000180025095e-35 -0.086234999999999992 0.083815000000000014 -0.074184999999999987 0.087905000000000025 0.31299000000000005 0.096075000000000008 0.091250000000000012
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 -2 4 8 11 -1 -8 9 -3 -11 12 13 17 15 22 -17 -4 -12 -16 -5 -10 -13
right_child=1 3 5 20 -6 -7 7 -9 21 10 18 14 -14 -15 19 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0011985833209159221 0.0010807191309411374 0.00094931371560375444 0.0021563156923374311 0.0009721769257056656 0.00081742316675002921 0.0024181351715719993 0.00080141184467475432 0.00012291252963515548 0.001956073726574211 0.0012058234035811192 0.0018528433330318261 0.0019248485939807084 0.001541480394327354 0.0022870351533249111 0.0014536368714603909 0.0014022650194262887 0.0017786028401447361 0.001866769705489227 0.0015652735888818186 0.0017309723547344448 0.00069737106478493318 0.0016807192027726203 0.0017563852725275943
leaf_weight=53 92 52 60 59 52 63 64 56 55 60 53 336 57 52 52 65 496 197 101 70 54 59 92
leaf_count=53 92 52 60 59 52 63 64 56 55 60 53 336 57 52 52 65 496 197 101 70 54 59 92
internal_value=0 0.00167988 0.0017981 0.00132579 0.00145248 0.00184094 0.000703866 0.000485072 0.00153929 0.00142148 0.00153604 0.0018163 0.00192358 0.00199394 0.00178092 0.00180159 0.00173506 0.00193451 0.00166447 0.00161305 0.000841166 0.00181387 0.00188872
internal_weight=0 2177 1632 545 432 1540 173 120 380 266 214 1477 366 309 1111 989 561 257 154 122 113 114 428
internal_count=2350 2177 1632 545 432 1540 173 120 380 266 214 1477 366 309 1111 989 561 257 154 122 113 114 428
is_linear=0
shrinkage=0.0032998


Tree=4651
num_leaves=23
num_cat=0
split_feature=1 52 1 150 1 12 12 39 12 11 1447 160 12 12 39 49 43 52 49 43 43 1
split_gain=31.5079 6.97232 3.13711 3.08105 2.78272 2.64643 1.35508 0.940896 0.87433 0.714997 0.517756 0.505192 0.35823 0.334981 0.293295 0.279591 0.275703 0.52489 0.247135 0.222437 0.206598 0.103762
threshold=0.10538500000000002 -0.40011499999999994 0.089625000000000024 1.0000000180025095e-35 0.12500000000000003 0.089435000000000014 0.11628000000000001 1.0000000180025095e-35 0.085845000000000019 1.0000000180025095e-35 -0.086059999999999984 -1.0000000180025095e-35 0.090535000000000018 0.091735000000000025 0.093575000000000005 0.096010000000000012 -0.083899999999999988 -0.0097699999999999992 -0.012829999999999999 -0.08768999999999999 -0.034884999999999992 0.093000000000000013
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 -2 6 8 5 7 9 18 -4 10 -1 -6 16 -14 -13 -15 19 -18 -3 -12 21 -10
right_child=1 4 3 -5 11 -7 -8 -9 20 -11 12 14 13 15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0021879286079551923 0.0020169337008600868 0.00075691052328243666 0.0014203908402033809 0.00092849262012426373 0.000741063368490521 0.0015250597962494727 0.0014540954581871402 0.0010713776943692339 0.0016094046787149144 0.0022513216327888037 0.0019673241119977534 0.00024130595293549788 0.001579084906142238 0.0018998568462973895 0.00054915892349086375 0.0016671021006674184 0.0017420047260750318 0.0019539008973559324 0.00044121560941283601 0.0022086034464741033 0.0019339020507878469 0.0018266690421779135
leaf_weight=69 55 52 84 69 56 74 71 75 53 70 174 82 61 268 58 75 183 452 58 59 99 53
leaf_count=69 55 52 84 69 56 74 71 75 53 70 174 82 61 268 58 75 183 452 58 59 99 53
internal_value=0 0.000906811 0.00183388 0.00155611 0.000772543 0.000997156 0.00190095 0.000785803 0.00170584 0.00192341 0.00190627 0.000475553 0.00189096 0.00180839 0.000369097 0.00184907 0.00192935 0.00189289 0.000590773 0.00202857 0.00182263 0.00171837
internal_weight=0 510 1840 358 455 259 1482 185 289 1411 1341 196 1272 404 140 343 868 635 110 233 205 106
internal_count=2350 510 1840 358 455 259 1482 185 289 1411 1341 196 1272 404 140 343 868 635 110 233 205 106
is_linear=0
shrinkage=0.0032998


Tree=4652
num_leaves=23
num_cat=0
split_feature=1 52 2 124 52 3 1 2 4 2 4 1 51 1447 133 133 52 43 43 3 16 402
split_gain=46.3843 12.3057 4.73294 4.40228 3.71496 1.89127 1.84026 2.13155 1.55482 1.14839 0.907241 0.662789 0.507349 0.437329 0.489738 0.442457 0.339197 0.247192 0.252112 0.163446 0.161377 0.14401
threshold=0.10491000000000002 -0.40011499999999994 0.14271500000000001 -0.076779999999999987 0.12492500000000002 -0.036004999999999988 0.089625000000000024 0.10060500000000001 -0.013125 -1.0000000180025095e-35 -0.062804999999999986 0.092485000000000026 -0.10101999999999998 -0.086254999999999984 0.09116500000000001 0.082925000000000013 -0.063789999999999986 -0.064499999999999988 -0.082689999999999986 -0.075194999999999998 -0.078844999999999985 -0.024724999999999997
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 4 -1 5 -3 7 12 11 -7 -9 -8 -5 -14 15 -15 -11 18 -12 -13 -10 -16
right_child=1 2 -4 6 -6 9 8 10 20 16 17 19 13 14 21 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0013239321581075382 0.0024353537581028603 0.0012327798345637059 0.00018200603246665956 0.0025205022597304507 0.0017863300033101532 0.00031739168863907614 0.0018121762190870243 0.0015309948981211603 0.0014501965854387361 0.00065338687500205957 0.0019738768963404965 0.0021140971111428975 0.0025016675926993488 0.0022148461799390015 0.0022113519673539785 0.0024088392165079651 0.00098266812788141717 0.0018889310533756556 0.0022946073741809854 0.002357793583088678 0.001714624947386872 0.0020190883259584968
leaf_weight=75 57 95 102 73 54 68 68 53 52 61 60 78 64 666 66 165 80 93 53 56 55 156
leaf_count=75 57 95 102 73 54 68 68 53 52 61 60 78 64 666 66 165 80 93 53 56 55 156
internal_value=0 0.00098882 0.000809499 0.0021081 0.000988183 0.000846291 0.00214153 0.002191 0.00190945 0.000670446 0.00191879 0.00208037 0.00225021 0.00223252 0.00221612 0.00225341 0.000840463 0.00201839 0.00212462 0.0022162 0.00158645 0.00207641
internal_weight=0 517 460 1833 358 304 1758 1449 309 209 259 202 1190 1117 1053 831 141 206 113 134 107 222
internal_count=2350 517 460 1833 358 304 1758 1449 309 209 259 202 1190 1117 1053 831 141 206 113 134 107 222
is_linear=0
shrinkage=0.0032998


Tree=4653
num_leaves=19
num_cat=0
split_feature=1 1 39 12 47 14 0 150 4 1 2 15 4 0 12 12 0 133
split_gain=24.1563 2.69244 2.6601 2.15287 1.76635 1.55073 1.52013 1.36821 1.01213 0.908299 0.759187 0.684933 0.573221 1.15142 0.477733 0.37152 0.259306 0.0796575
threshold=0.10915500000000002 0.12500000000000003 0.081875000000000017 0.085090000000000013 0.085505000000000012 0.076175000000000007 -0.13740499999999997 1.0000000180025095e-35 0.029980000000000003 0.092655000000000015 0.10731 -0.41309499999999993 -0.38908499999999996 -0.066849999999999979 0.082530000000000006 0.084535000000000013 -0.030209999999999997 0.078935000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 8 11 6 7 -1 -2 -4 12 -3 15 14 -14 -8 17 -12
right_child=1 4 9 -5 -6 -7 10 -9 -10 -11 16 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0014820736460122556 0.00032440577021184308 0.00038404658588744709 0.0013480762356083203 0.0013413573997733284 0.00089978665939639563 0.0020509590992629843 0.0020262377025986916 0.00078529037669925481 0.00090442641405181882 0.00076339618396958778 0.0013700319720795478 -6.3118878525342563e-05 0.0018772620139738017 0.0010861226529701108 0.0015747168917302165 0.0016255632966818939 0.0011810558160693823 0.0015345177292196979
leaf_weight=72 58 91 55 79 53 66 52 54 76 62 77 63 61 52 1202 52 58 67
leaf_count=72 58 91 55 79 53 66 52 54 76 62 77 63 61 52 1202 52 58 67
internal_value=0 0.000648298 0.0015217 0.000908872 0.000380002 0.00155286 0.00153402 0.00118373 0.000653636 0.00103855 0.00156123 0.000200887 0.00158833 0.00156948 0.00158936 0.00182624 0.00137068 0.00144681
internal_weight=0 420 1930 213 207 1813 1747 126 134 117 1621 154 1419 1315 1263 104 202 144
internal_count=2350 420 1930 213 207 1813 1747 126 134 117 1621 154 1419 1315 1263 104 202 144
is_linear=0
shrinkage=0.0032998


Tree=4654
num_leaves=24
num_cat=0
split_feature=1 4 4 1 150 48 1 0 47 0 4 0 1 4 4 4 0 0 13 43 49 43 4
split_gain=20.1082 4.33477 2.69611 1.65438 2.03018 1.39693 1.19619 1.05345 0.91617 0.807048 0.80616 1.12292 0.613992 0.548658 0.801763 0.542851 0.337361 0.388934 0.300627 0.399284 0.249834 0.202387 0.119699
threshold=0.109225 0.30163500000000004 0.42098500000000005 0.086050000000000015 1.0000000180025095e-35 0.014805 0.12958500000000003 -0.077259999999999981 0.085505000000000012 -0.079119999999999982 -0.16772499999999999 -0.07304999999999999 0.073870000000000005 -0.47860499999999995 -0.084904999999999994 0.032965000000000001 -0.093659999999999979 -0.081104999999999997 -0.086574999999999985 -0.038674999999999994 0.091085000000000013 0.070325000000000013 0.0030100000000000001
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=1 3 5 9 10 7 -4 -2 -7 12 -5 18 15 -11 -15 16 -1 -18 -12 -20 -17 22 -16
right_child=2 -3 6 4 -6 8 -8 -9 -10 13 11 -13 -14 14 21 20 17 -19 19 -21 -22 -23 -24
leaf_value=0.0019557384257611722 0.00086584872861325372 0.00067347258101940592 0.00084602502600383269 0.0018698617975139282 0.0010158153226228497 0.00047897852977844292 0.0002463104871052026 0.0014569539532089211 0.0010612457113624357 0.0018787838185383668 0.0013422852808646398 0.0010488748567648513 0.0020016663772264203 0.001140420911424256 0.0016720029554983117 0.0016434285383918926 0.0016962397297022704 0.0019470383857165513 0.0014923116061312908 0.0017553596745877712 0.0013399955594454965 0.0013948144720578842 0.0015010256961678647
leaf_weight=82 53 53 57 79 88 64 100 88 55 55 52 52 94 52 183 73 562 79 131 127 53 52 66
leaf_count=82 53 53 57 79 88 64 100 88 55 55 52 52 94 52 183 73 562 79 131 127 53 52 66
internal_value=0 0.00160528 0.000806129 0.00163153 0.00147458 0.00101243 0.000464266 0.00123502 0.00074839 0.00169295 0.00156604 0.00149964 0.00174634 0.00156949 0.0015212 0.00171803 0.00175317 0.0017272 0.00157514 0.00162193 0.00151607 0.00158686 0.00162683
internal_weight=0 1933 417 1880 529 260 157 141 119 1351 441 362 943 408 353 849 723 641 310 258 126 301 249
internal_count=2350 1933 417 1880 529 260 157 141 119 1351 441 362 943 408 353 849 723 641 310 258 126 301 249
is_linear=0
shrinkage=0.0032998


Tree=4655
num_leaves=13
num_cat=0
split_feature=4 13 14 15 15 0 43 13 475 156 2 475
split_gain=1.28679 0.645858 0.563281 0.847134 1.25902 0.468031 0.380567 0.354389 0.285016 0.331523 0.299509 0.288218
threshold=0.27161500000000005 -0.16392499999999996 -0.42214499999999994 -0.22805999999999996 -0.53159999999999996 -0.15653499999999998 -0.40535499999999997 0.11251500000000002 -0.10344499999999998 0.088305000000000008 -0.0091949999999999983 -0.028204999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3 -7 8 -8 10 -10 -11
right_child=2 5 3 -5 -6 6 7 -9 9 11 -12 -13
leaf_value=0.00093727763090502444 0.016953673540473547 0.027519165081203327 0.0072792566279759746 0.010203783080763109 -0.028582566941043493 0.025980271215155056 0.027410630033508587 0.0013427123754592638 0.0039733638140005707 -0.0014115268388451376 0.015947553233171763 0.013097068448051273
leaf_weight=87 61 92 53 95 58 89 52 55 62 63 1506 100
leaf_count=87 61 92 53 95 58 89 52 55 62 63 1506 100
internal_value=0 0.0151565 0.0027466 -0.00145163 -0.0114432 0.0157684 0.0152064 0.0146838 0.0150943 0.0147232 0.0154752 0.00747843
internal_weight=0 2106 267 206 111 2019 1927 1838 1783 1731 1568 163
internal_count=2373 2106 267 206 111 2019 1927 1838 1783 1731 1568 163
is_linear=0
shrinkage=0.16829


Tree=4656
num_leaves=24
num_cat=0
split_feature=4 2 13 12 150 14 16 4 16 16 0 4 403 16 15 12 0 4 12 15 12 4 133
split_gain=28.8364 8.28372 4.45341 2.96204 1.59243 2.48198 1.57885 1.50835 1.41966 1.92558 1.09807 0.86849 0.740918 0.594281 0.702712 0.557003 0.506441 0.57128 0.488273 0.437552 0.407085 0.331549 0.457143
threshold=0.30163500000000004 0.10859000000000001 -0.24588999999999997 -0.007389999999999999 0.082295000000000021 -0.42214499999999994 -0.49181999999999998 -0.085574999999999984 0.26391000000000003 -0.034109999999999994 -0.063519999999999979 -0.0047649999999999993 -0.090799999999999978 0.27552000000000004 0.022565000000000005 0.093840000000000021 -0.10120999999999998 0.016695000000000005 0.085730000000000015 -0.045404999999999994 0.083725000000000008 -0.0068249999999999986 0.10029000000000002
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=1 3 -3 11 5 -2 -7 12 9 19 15 -1 -5 14 -14 16 17 -9 -16 -4 -18 22 -17
right_child=4 2 8 7 -6 6 -8 10 -10 -11 -12 -13 13 -15 18 21 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0011811236472881776 0.0010568838493418523 0.00048983555879763402 0.0013848878610469744 0.0024509617229885629 0.001095461011995012 0.0005593939814078037 -0.00016651687015676724 0.0015095682066429269 0.0018215429502281243 0.00089881494254520785 0.0014506633276205917 0.0016968618578482952 0.0017191318939964492 0.0023803066702995195 0.0023446622029982757 0.0020180761119463781 0.0022679767497222614 0.0019388127596780588 0.0019570142494092337 0.0018063053891938703 0.0019642898478138119 0.0016313599194871483 0.0016748276979041633
leaf_weight=69 55 56 53 68 58 70 61 57 102 69 59 75 73 53 62 101 53 87 88 57 768 103 76
leaf_count=69 55 56 53 68 58 70 61 57 102 69 59 75 73 53 62 101 53 87 88 57 768 103 76
internal_value=0 0.00181549 0.00134049 0.00190479 0.000617626 0.000468434 0.000221106 0.00194451 0.00150989 0.00133211 0.001893 0.00144998 0.00213967 0.00206284 0.00198724 0.00191394 0.00195192 0.00176915 0.00211748 0.00160358 0.00198394 0.0017829 0.00187089
internal_weight=0 2129 337 1792 244 186 131 1648 281 179 1304 144 344 276 223 1245 965 144 150 110 821 280 177
internal_count=2373 2129 337 1792 244 186 131 1648 281 179 1304 144 344 276 223 1245 965 144 150 110 821 280 177
is_linear=0
shrinkage=0.0032998


Tree=4657
num_leaves=16
num_cat=0
split_feature=3 15 123 3 13 393 48 0 3 13 1 13 1 13 48
split_gain=1.18299 0.758503 0.269423 0.266369 0.467323 0.223946 0.186802 0.435226 0.258489 0.207205 0.201102 0.168578 0.166398 0.156107 0.0955762
threshold=0.32329500000000005 -0.41880499999999993 1.0000000180025095e-35 -0.14162499999999997 0.046185000000000004 0.084845000000000018 0.083570000000000019 -0.14803999999999998 -0.075194999999999998 -0.10899499999999999 0.099450000000000011 -0.0094049999999999984 0.10044000000000002 -0.010739999999999998 0.092805000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -3 6 7 -5 14 -9 -10 -4 -6 -1 -8
right_child=-2 2 11 5 12 -7 8 9 10 -11 -12 -13 -14 -15 -16
leaf_value=0.0055989315758610365 -0.0093990804154016287 0.029968070990496809 0.011272003327938375 0.028004619480858698 0.0065922883708172189 0.0053646031986923646 0.010118787918315251 0.0045727498010253321 -0.00013005822049921449 0.014807041230706254 0.011603851918757175 -0.00075762121322958296 0.019936604472074505 -0.0069501556470849529 0.019319680886622292
leaf_weight=61 67 83 89 70 55 85 53 59 80 1345 85 52 52 52 85
leaf_count=61 67 83 89 70 55 85 53 59 80 1345 85 52 52 52 85
internal_value=0 0.0132701 0.013963 0.0144527 0.0204749 0.0138372 0.0142415 0.0150266 0.0104165 0.0143782 0.0059038 0.0068228 0.0130942 -0.000159971 0.015799
internal_weight=0 2306 2193 2052 190 1862 1777 1474 303 1404 165 141 107 113 138
internal_count=2373 2306 2193 2052 190 1862 1777 1474 303 1404 165 141 107 113 138
is_linear=0
shrinkage=0.16829


Tree=4658
num_leaves=21
num_cat=0
split_feature=2 12 51 4 40 124 4 159 394 3 12 0 51 11 3 4 1 3 4 2
split_gain=0.870339 0.450717 0.451625 0.436649 0.358372 0.419766 0.318268 0.473126 0.254474 0.209955 0.258672 0.322829 0.203501 0.33401 0.19803 0.18495 0.175117 0.164703 0.124485 0.0961495
threshold=0.17000000000000001 -0.007389999999999999 -0.06512999999999998 0.40124500000000002 -0.061244999999999994 -0.076164999999999983 -0.085574999999999984 -1.0000000180025095e-35 -0.081984999999999988 -0.087454999999999991 0.094045000000000004 -0.080584999999999976 -0.09798999999999998 0.080150000000000013 -0.085044999999999996 -0.016339999999999997 0.080475000000000005 -0.11756999999999999 0.10534500000000001 0.095545000000000005
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 2 -1 6 5 -4 7 -3 -8 10 11 -10 -9 19 15 -11 -16 -5 -6 -14
right_child=-2 3 4 17 18 -7 8 12 9 14 -12 -13 13 -15 16 -17 -18 -19 -20 -21
leaf_value=0.018758485760060482 -0.011010153133877163 0.031556577070854921 0.00043761952820079889 0.0081367426722722142 -0.011425603082332023 0.019260826797194663 0.0011990495595716538 0.024089213188539457 0.014398780781549526 -0.0024038554091616333 0.0075821768225208105 0.029421382227367815 0.013473358108050597 0.00084849422597402984 0.013323868189485163 0.010746313889873464 0.008865021645756815 -0.0049396134268624436 0.00013106073266041111 0.021375513267935655
leaf_weight=55 52 53 92 54 52 53 67 53 116 58 70 63 181 55 664 63 405 55 53 59
leaf_count=55 52 53 92 54 52 53 67 53 116 58 70 63 181 55 664 63 405 55 53 59
internal_value=0 0.0109876 0.00494823 0.0119004 0.00190279 0.00733022 0.0124927 0.0167155 0.0113671 0.0118393 0.0162978 0.0196961 0.0144501 0.0127122 0.0109049 0.00442808 0.0116363 0.0015221 -0.00557513 0.0154235
internal_weight=0 2321 305 2016 250 145 1907 401 1506 1439 249 179 348 295 1190 121 1069 109 105 240
internal_count=2373 2321 305 2016 250 145 1907 401 1506 1439 249 179 348 295 1190 121 1069 109 105 240
is_linear=0
shrinkage=0.16829


Tree=4659
num_leaves=28
num_cat=0
split_feature=4 12 12 1 12 43 14 1 4 2 12 42 2 4 12 160 2 42 0 43 15 15 133 0 12 130 4
split_gain=49.6728 15.0015 5.43162 4.83253 2.48085 1.87187 1.28363 1.37859 0.929557 0.650979 0.45935 0.594339 0.434064 0.4876 0.34945 0.346852 0.346394 0.510705 0.316723 0.287051 0.323136 0.275233 0.26296 0.254932 0.248989 0.212179 0.166073
threshold=0.30163500000000004 0.054520000000000006 0.13820000000000002 0.10508500000000001 0.093840000000000021 -0.073404999999999984 -0.42214499999999994 0.12007000000000002 -0.057539999999999994 0.10887500000000001 0.08598500000000002 0.085790000000000019 0.08647500000000001 -0.018719999999999997 -0.077034999999999978 -0.080984999999999988 0.10457000000000001 0.094725000000000018 -0.083854999999999985 -0.071349999999999983 -0.079109999999999986 -0.024814999999999997 -0.013049999999999997 -0.072364999999999985 0.10653000000000001 0.084580000000000016 0.00025000000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 10 -1 -2 -8 16 -5 11 21 -7 -14 -9 18 17 -6 -12 26 -21 -3 -23 25 -22 -17 -10
right_child=6 2 -4 9 8 12 7 14 19 -11 15 -13 13 -15 -16 23 -18 -19 -20 20 24 22 -24 -25 -26 -27 -28
leaf_value=0.0072264668320568635 0.0067817770065916752 0.008373384760994626 0.0070248642058265229 0.0072033013481378515 0.0083382949347499142 0.0080960586747661697 0.006547330755322653 0.0057609050650195212 0.0080686266623695522 0.0067481720053145147 0.0081182024321256076 0.0085128148813950581 0.0079517766513009583 0.0075442330579031502 0.0061640350130164482 0.0081756753588877878 0.0078221555630298336 0.0079615043134383997 0.0077819469439679694 0.0079034217147470158 0.0073950308187218285 0.0083318939406849622 0.0080508735994704005 0.0083525828274490701 0.0077417416663644366 0.0079630356820340614 0.007776035271773311
leaf_weight=84 60 90 53 58 84 52 80 52 52 99 89 101 63 80 52 427 55 89 59 53 55 62 146 91 53 75 59
leaf_count=84 60 90 53 58 84 52 80 52 52 99 89 101 63 80 52 427 55 89 59 53 55 62 146 91 53 75 59
internal_value=0 0.00792878 0.00806957 0.00738201 0.00810331 0.00764382 0.00635613 0.00621714 0.00790746 0.00691653 0.00818918 0.00828449 0.00782342 0.00772403 0.00596281 0.00813782 0.00806702 0.00814466 0.00798439 0.00777359 0.00767696 0.00820698 0.00813481 0.00817605 0.0075655 0.00814398 0.00791342
internal_weight=0 2129 1693 436 1640 279 244 184 500 157 1140 399 195 143 104 741 228 173 148 272 161 298 208 593 108 502 111
internal_count=2373 2129 1693 436 1640 279 244 184 500 157 1140 399 195 143 104 741 228 173 148 272 161 298 208 593 108 502 111
is_linear=0
shrinkage=0.0032998


Tree=4660
num_leaves=24
num_cat=0
split_feature=1 3 3 2 14 2 2 3 2 2 51 43 3 2 13 1 1 3 159 456 2 2 1
split_gain=43.0033 10.0515 3.95241 3.94004 2.51904 2.51697 2.19814 1.75705 1.66078 1.05944 0.965789 1.01599 1.53834 1.11038 0.804947 0.420515 0.416505 0.405349 0.370707 0.403003 0.154777 0.162577 0.143505
threshold=0.10508500000000001 -0.058704999999999993 -0.065974999999999992 0.14530500000000005 0.054835000000000009 0.11444000000000001 -1.0000000180025095e-35 -0.12077499999999998 0.10866500000000003 0.094835000000000017 -0.097374999999999975 -0.049364999999999992 0.091170000000000015 0.093365000000000017 0.094590000000000021 0.11530500000000002 0.090670000000000014 0.12991000000000003 -0.081944999999999976 0.087225000000000011 0.098895000000000011 0.11342000000000001 0.094165000000000013
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 4 6 7 15 -3 14 -8 16 -4 -12 13 -13 -1 -2 18 -10 -9 -20 -11 -22 -18
right_child=1 3 10 -5 -6 -7 8 9 17 20 11 12 -14 -15 -16 -17 22 -19 19 -21 21 -23 -24
leaf_value=0.0015637724756798579 0.0022153300765111296 0.00040972475605049682 0.0021995407688385083 2.1823082228297248e-05 0.0029216271689776075 0.0011684197127655143 0.0015658323046616614 0.0020935401289161265 0.00072772750098575273 0.0018987664078200773 0.001468795180283903 0.0024164872297142829 0.0014921587302651252 0.0018195719777062162 0.0020961695227483179 0.0018021098467439199 0.0019922920552462977 0.0010914358662625486 0.0022961829449353521 0.0025759444832979287 0.0021666378231703764 0.0019421684918157585 0.0022127125415329885
leaf_weight=67 52 72 65 70 53 63 56 93 76 78 95 62 73 77 59 59 73 61 756 63 104 60 68
leaf_count=67 52 72 65 70 53 63 56 93 76 78 95 62 73 77 59 59 73 61 756 63 104 60 68
internal_value=0 0.001053 0.00213648 0.000718628 0.0022133 0.00169657 0.000902556 0.00218686 0.00108623 0.00222317 0.001832 0.00175407 0.00188173 0.00208608 0.00181335 0.00199601 0.0022687 0.000889928 0.00229492 0.00231775 0.00202494 0.00208473 0.00209884
internal_weight=0 509 1846 335 1474 174 265 1421 193 1295 372 307 212 139 126 111 1053 137 912 819 242 164 141
internal_count=2355 509 1846 335 1474 174 265 1421 193 1295 372 307 212 139 126 111 1053 137 912 819 242 164 141
is_linear=0
shrinkage=0.0032998


Tree=4661
num_leaves=26
num_cat=0
split_feature=1 1 1 48 0 47 12 3 0 13 1 12 3 1 3 12 0 0 456 43 43 52 48 0 52
split_gain=24.0026 3.15533 2.37994 1.90351 1.70137 1.60692 1.56432 1.48272 1.10444 0.735821 0.718014 0.596889 0.570591 0.477663 0.469384 0.344848 0.257668 0.255937 0.243757 0.188101 0.164356 0.135839 0.123177 0.111807 0.0879031
threshold=0.10915500000000002 0.12500000000000003 0.089790000000000023 -1.0000000180025095e-35 -0.14989499999999997 0.085505000000000012 -0.010219999999999998 -0.036004999999999988 0.036480000000000005 -0.081029999999999977 0.13662500000000002 0.090535000000000018 -0.012374999999999999 0.09227500000000001 -0.088534999999999989 0.091680000000000011 -0.081104999999999997 -0.066849999999999979 0.086080000000000004 0.20019500000000004 -0.083669999999999981 0.13248000000000001 0.014805 -0.054419999999999989 -1.0000000180025095e-35
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=2 7 4 -4 -1 10 -5 14 11 -8 -3 12 16 -11 -2 -15 18 19 -6 21 -18 -13 -9 -19 -17
right_child=1 5 3 6 8 -7 9 22 -10 13 -12 17 -14 15 -16 24 20 23 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0023376893766685861 0.001265733544643168 0.00076633585134050681 0.0010128781000703735 0.001247040140950479 0.001900348220311755 0.0011156184401164631 0.0014800633277535606 0.001053095903280764 0.0014920615185958404 0.0015877475289791836 0.0002802308606081535 0.0018912795522013624 0.0015888010014574036 0.0021253029728416223 0.0017074917997887001 0.0019425844350742644 0.0022317610382745711 0.0015305751383214252 0.0021015210684849992 0.0016444801005303525 0.0019758501089909724 0.0017111947980332335 0.000825562855743491 0.0017508674315881436 0.0017517706108863239
leaf_weight=83 52 52 53 74 593 56 70 57 89 54 92 249 52 73 55 52 55 57 78 58 64 62 52 53 70
leaf_count=83 52 52 53 74 593 56 70 57 89 54 92 249 52 73 55 52 55 57 78 58 64 62 52 53 70
internal_value=0 0.00093991 0.00181363 0.00160158 0.00187696 0.000640879 0.00168088 0.00121663 0.00184981 0.00178141 0.000456013 0.00187389 0.0019273 0.00186598 0.00149313 0.00194285 0.00194953 0.00177992 0.00192379 0.00182242 0.00209442 0.00185549 0.000944871 0.00163704 0.00183339
internal_weight=0 416 1939 446 1493 200 393 216 1410 319 144 1321 842 249 107 195 790 479 671 369 119 311 109 110 122
internal_count=2355 416 1939 446 1493 200 393 216 1410 319 144 1321 842 249 107 195 790 479 671 369 119 311 109 110 122
is_linear=0
shrinkage=0.0032998


Tree=4662
num_leaves=21
num_cat=0
split_feature=1 147 52 16 0 4 3 0 49 15 4 2 0 0 2 49 51 1446 1 2
split_gain=0.941571 0.429194 0.473119 0.566686 0.47819 0.450664 0.434535 0.491522 0.51233 0.398033 1.07762 0.38672 0.323256 0.398283 0.304085 0.252835 0.24489 0.207631 0.20335 0.106591
threshold=0.14741000000000001 1.0000000180025095e-35 -0.11183499999999999 -0.0011349999999999999 -0.037224999999999994 -0.0015099999999999998 -0.031844999999999991 -0.11242999999999999 -0.006494999999999999 0.03981500000000001 -0.021399999999999995 0.094195000000000015 -0.089179999999999995 -0.08150499999999998 0.10255500000000002 0.088595000000000021 -0.030684999999999994 0.087985000000000022 0.090475000000000014 0.086285000000000014
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 2 12 4 6 -3 17 8 -8 10 -5 -12 -1 -14 16 -16 -15 18 -4 -9
right_child=-2 5 3 9 -6 -7 7 19 -10 -11 11 -13 13 14 15 -17 -18 -19 -20 -21
leaf_value=0.035126025203711692 -0.0041720454569569932 0.01804471252153024 0.019711499726175925 -0.0096948507750753213 0.033339039297434453 -0.0016008763348777345 0.0058329055293445181 -0.0020890342209518697 0.024360209832078945 0.01920437336312732 0.025001982882804159 0.0057312568490167862 0.0085312042559753387 0.023638597850361234 0.013394494904322771 0.028242342080513082 0.039423480401176304 0.027860506587741387 0.013349501790913392 0.0083687750222089519
leaf_weight=60 57 67 910 76 59 65 68 55 113 96 63 56 55 62 86 53 52 76 171 55
leaf_count=60 57 67 910 76 59 65 68 55 113 96 63 56 55 62 86 53 52 76 171 55
internal_value=0 0.0176987 0.0182672 0.0171384 0.0184528 0.00835714 0.017845 0.0120155 0.0174096 0.0103254 0.00594496 0.0159485 0.0237776 0.021561 0.0243865 0.0190688 0.0308545 0.0193096 0.0187068 0.00312354
internal_weight=0 2298 2166 1798 1507 132 1448 291 181 291 195 119 368 308 253 139 114 1157 1081 110
internal_count=2355 2298 2166 1798 1507 132 1448 291 181 291 195 119 368 308 253 139 114 1157 1081 110
is_linear=0
shrinkage=0.16829


Tree=4663
num_leaves=22
num_cat=0
split_feature=1 52 2 2 2 147 40 12 48 52 48 48 3 151 3 43 48 13 52 12 52
split_gain=22.3354 4.60152 2.55485 2.27383 3.78589 1.73072 1.45852 1.00304 0.636696 1.14255 0.553366 0.418425 0.752928 0.383532 0.355418 0.299985 0.288059 0.238045 0.221248 0.36503 0.252935
threshold=0.10538500000000002 -0.40011499999999994 0.14870000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.08598500000000002 -0.075779999999999986 0.091475000000000015 0.11765000000000002 -0.065699999999999981 0.093265000000000015 0.088875000000000023 -0.13088999999999998 -0.085164999999999977 -0.065259999999999999 -0.019324999999999998 0.096030000000000018 -0.016469999999999995 0.0029250000000000005 0.095815000000000011 0.10024500000000001
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 -3 -5 6 -1 11 9 -6 14 12 -8 -14 18 -15 -13 -11 19 -9 -20
right_child=1 2 -4 4 8 -7 7 10 -10 17 -12 16 13 15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.0011656968511474567 0.0017402037372391045 0.00036923999582047024 0.00017238912831670693 0.0016499878926946273 0.00028628548054033496 0.0011108410557491152 0.0020397460133963654 0.0014017921863483797 0.001079879410345362 0.00070359786790028 0.0012344053453412134 0.0013375305126760194 0.0019381243128395245 0.0016152292639932762 0.001372368134348494 0.0017432253365099516 0.0016682923513252229 0.0010215156489154513 0.001839090825616991 0.0016615814954660717 0.0016000417890992644
leaf_weight=70 54 88 77 69 58 72 82 111 52 52 58 52 74 370 81 468 69 53 82 133 130
leaf_count=70 54 88 77 69 58 72 82 111 52 52 58 52 74 370 81 468 69 53 82 133 130
internal_value=0 0.000829661 0.000720074 0.000833344 0.000977027 0.00161393 0.00163426 0.00165342 0.00076089 0.000658911 0.00154342 0.00171209 0.00173466 0.00170719 0.00157673 0.00168675 0.00152644 0.000864406 0.00161295 0.00154354 0.00169267
internal_weight=0 503 449 372 284 1852 1780 1710 215 163 595 1115 994 912 537 838 121 105 456 244 212
internal_count=2355 503 449 372 284 1852 1780 1710 215 163 595 1115 994 912 537 838 121 105 456 244 212
is_linear=0
shrinkage=0.0032998


Tree=4664
num_leaves=23
num_cat=0
split_feature=4 12 150 12 2 2 15 39 2 4 0 13 15 13 42 4 0 12 456 4 16 133
split_gain=18.2293 8.48583 6.00899 3.00234 2.44702 3.23282 1.64424 1.50565 1.33416 1.02104 0.971141 0.818295 0.556806 0.653232 0.440731 0.354274 0.457139 0.456024 0.326854 0.198856 0.24616 0.101543
threshold=0.36766000000000004 0.077755000000000005 0.094365000000000018 0.13332500000000003 0.064660000000000009 0.10859000000000001 -0.41880499999999993 0.089200000000000015 0.11715500000000001 -0.018719999999999997 -0.14582499999999995 -0.0016149999999999999 -0.015824999999999995 -0.066659999999999983 -0.069844999999999977 -0.49269499999999994 -0.079249999999999987 0.092395000000000019 0.041000000000000002 -0.025694999999999999 0.0048200000000000005 0.048520000000000008
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 2 4 10 -1 9 7 -2 -8 -6 -3 -7 13 19 21 -14 18 -18 -17 -12 -21 -15
right_child=6 3 -4 -5 5 11 8 -9 -10 -11 12 -13 15 14 -16 16 17 -19 -20 20 -22 -23
leaf_value=0.0011082344204882304 0.0014350065608694314 0.0024327841060246339 0.00043777907701911159 0.001199136755455009 0.0022311456681085966 0.00097621251496082914 0.00099139663768021513 0.00071712250565060304 0.00026301677424738667 0.001755391534098919 0.0021768851862278486 0.0015645504920087363 0.0022934858136800123 0.0019971626107201513 0.001570257682956647 0.0020465020136760945 0.0017081944056600107 0.0019899047245923512 0.0023233426943050361 0.0020023193145755204 0.0017830127259029075 0.0017799119464364875
leaf_weight=85 83 55 55 53 98 52 53 52 57 101 52 52 55 53 89 550 87 246 53 245 77 52
leaf_count=85 83 55 55 53 98 52 53 52 57 101 52 52 55 53 89 550 87 246 53 245 77 52
internal_value=0 0.00186566 0.00145941 0.00197359 0.00160414 0.00174314 0.000914439 0.00115875 0.000614284 0.00198986 0.001999 0.00127072 0.00198368 0.00190034 0.00174345 0.00203141 0.00201597 0.00191641 0.00207089 0.00198163 0.00194999 0.00188991
internal_weight=0 2110 443 1667 388 303 245 135 110 199 1614 104 1559 568 194 991 936 333 603 374 322 105
internal_count=2355 2110 443 1667 388 303 245 135 110 199 1614 104 1559 568 194 991 936 333 603 374 322 105
is_linear=0
shrinkage=0.0032998


Tree=4665
num_leaves=30
num_cat=0
split_feature=3 3 39 0 15 16 0 3 160 0 3 133 0 15 403 0 52 15 129 0 16 52 0 3 403 157 16 16 3
split_gain=19.5065 9.57881 3.90003 2.39212 1.96654 1.43471 1.37708 1.39487 1.14532 0.914012 0.900562 0.831433 0.601274 0.599393 0.632095 0.546013 0.525757 0.855954 0.374696 0.395582 0.589379 0.353416 0.331753 0.283501 0.256147 0.235785 0.188573 0.174457 0.126504
threshold=-0.064294999999999977 0.30112000000000005 0.087690000000000004 -0.076539999999999983 -0.23071999999999995 -0.082354999999999984 -0.11796999999999999 -0.0083149999999999977 0.022560000000000004 -0.073284999999999975 0.092330000000000009 -0.035819999999999991 -0.061994999999999995 -0.091734999999999983 -0.49697499999999994 -0.042364999999999993 -0.51745999999999992 0.03981500000000001 0.090950000000000017 -0.085669999999999982 -0.15323999999999996 -0.067799999999999985 -0.097414999999999988 -0.08632999999999999 -0.23236499999999996 -0.05495499999999999 0.0063750000000000013 -0.096494999999999984 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 13 -4 -5 8 9 10 -8 -2 -7 -6 22 -15 -9 -13 21 19 20 -16 -18 -1 -22 -19 -21 -27 -3 -24
right_child=1 27 4 5 12 11 7 15 -10 -11 -12 16 -14 14 18 -17 17 24 -20 25 23 -23 28 -25 -26 26 -28 -29 -30
leaf_value=0.0016812560204733254 0.0015139217349449234 0.000225701343667303 0.0006183893862129169 0.0012378289093638555 0.0015405860096196074 0.0014151340418538892 0.0018473161796440042 0.0017838823136629872 0.0017661701073437136 0.0012486741968086685 0.00092400023262750918 0.0020706444524970055 0.0010659004817969505 0.0024086891081637374 0.0018136069251789586 0.0022374952287864554 0.0013776827106514336 0.002148576107591095 0.001767141589237899 0.0021310853008775122 0.0023422484856714964 0.0017348848944647123 0.0020564960057140435 0.0021201345015409937 0.0018430382485521177 0.0019782420322522047 0.0017641973776531599 0.00049528400217088264 0.0018323375339786387
leaf_weight=79 54 52 72 56 61 53 52 53 61 61 60 97 57 52 55 67 52 55 57 101 95 77 70 213 73 327 56 54 53
leaf_count=79 54 52 72 56 61 53 52 53 61 61 60 97 57 52 55 67 52 55 57 101 95 77 70 213 73 327 56 54 53
internal_value=0 0.00127804 0.00144012 0.00193606 0.00104909 0.00173504 0.00162213 0.00178881 0.00139999 0.00152447 0.00120375 0.00180337 0.00131159 0.0020164 0.00205125 0.00203744 0.00186139 0.00178228 0.00203065 0.00204834 0.00213201 0.00159117 0.00185128 0.00218876 0.0019746 0.00198552 0.00194704 0.000363368 0.00196019
internal_weight=0 704 598 1621 190 463 408 233 175 113 114 407 118 1158 956 120 354 257 904 847 363 129 202 308 128 484 383 106 123
internal_count=2325 704 598 1621 190 463 408 233 175 113 114 407 118 1158 956 120 354 257 904 847 363 129 202 308 128 484 383 106 123
is_linear=0
shrinkage=0.0032998


Tree=4666
num_leaves=19
num_cat=0
split_feature=2 2 52 10 11 3 4 156 13 13 16 3 16 16 484 43 3 3
split_gain=0.925328 0.541665 0.460437 0.395124 0.373762 0.598556 0.33827 0.332727 0.35976 0.348566 0.296504 0.339485 0.227867 0.382686 0.319264 0.295056 0.244296 0.136222
threshold=0.10859000000000001 -1.0000000180025095e-35 0.12469000000000001 -0.010699999999999999 0.081365000000000007 -0.12077499999999998 -0.21586499999999997 0.11124500000000001 0.034905000000000012 -0.10899499999999999 -0.072359999999999994 -0.064294999999999977 0.0055300000000000011 -0.0021749999999999994 -0.0082299999999999995 -0.083329999999999987 -0.080604999999999996 -0.014044999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 5 -3 -7 8 9 -2 -11 -12 13 14 -8 -14 -17 -5
right_child=2 4 -4 17 -6 6 12 -9 -10 10 11 -13 15 -15 -16 16 -18 -19
leaf_value=0.022633069262164351 0.0018817923393079894 0.035261857230204627 0.025136025340304083 0.01137620527541955 0.0078134057395470753 0.032742940973054177 0.027552239816765883 0.022757393398175819 -0.0029816533804279174 0.021945384320683929 0.01815917457126922 0 0.023921630821102123 0.034430769952444429 0.01971022353208007 0.0024448434829506633 0.0162417282624743 -0.00066234867397391573
leaf_weight=57 87 91 68 52 55 69 175 52 65 89 58 59 90 63 970 53 118 54
leaf_count=57 87 91 68 52 55 69 175 52 65 89 58 59 90 63 970 53 118 54
internal_value=0 0.0206111 0.0122928 0.0113244 0.0215089 0.0219702 0.0211826 0.0101583 0.00832329 0.0108373 0.0146108 0.00901618 0.0206383 0.021617 0.0209104 0.0161021 0.011976 0.00522641
internal_weight=0 1847 478 163 1684 1629 1538 410 358 293 206 117 1469 1208 1145 261 171 106
internal_count=2325 1847 478 163 1684 1629 1538 410 358 293 206 117 1469 1208 1145 261 171 106
is_linear=0
shrinkage=0.16829


Tree=4667
num_leaves=28
num_cat=0
split_feature=1 1 15 15 1 39 0 0 133 483 15 159 0 1 15 1213 0 47 1 0 159 4 4 0 133 1 15
split_gain=23.6395 3.74235 2.28285 1.55331 1.26182 1.07647 0.968556 0.704542 0.502147 0.472339 0.612786 0.623665 0.405923 0.403659 0.398674 0.327994 0.306234 0.298691 0.257238 0.483898 0.233979 0.23188 0.117829 0.0941785 0.0835319 0.0667924 0.0411742
threshold=0.10574000000000001 0.14262000000000002 -0.077559999999999976 -0.046449999999999998 0.089475000000000013 0.087735000000000021 -0.079249999999999987 -0.10653 -0.029369999999999997 -0.041389999999999989 -0.040504999999999992 0.079755000000000006 -0.11796999999999999 0.07635500000000002 -0.42759999999999992 0.039620000000000009 -0.057279999999999991 0.077555000000000013 0.096950000000000022 -0.075914999999999996 -0.070279999999999981 -0.048624999999999995 -0.06512999999999998 -0.08397499999999998 0.092120000000000021 0.092415000000000011 0.091305000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 6 14 9 -6 -8 -1 11 17 -12 16 -2 23 24 20 19 25 -11 -5 -20 -14 -10 -9 -26
right_child=1 -3 3 21 7 -7 8 18 13 10 12 -13 15 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 26 -27 -28
leaf_value=0.002001178477237916 0.0011395799993230583 0.00022525030851543816 0.0017306646389602055 0.0011913198438494709 0.0011921955510628291 0.00043312790749575639 0.0013076931680205937 0.0016492800928771148 0.0017144795627181166 0.0016225861265739287 0.0020604810819729287 0.0018421116141087393 0.0017556156842825927 0.0018631609274047654 0.00078695848883137309 0.0019230707852051047 0.0013985388466444741 0.0017050779996819533 0.0017806328771976111 0.0012043586513183083 0.0013657975987551236 0.00088938576923533474 0.0015569532629178089 0.0016552320636267544 0.0014922204260826273 0.0014851233665957348 0.0016381014299920408
leaf_weight=69 54 93 52 57 82 78 80 70 81 59 52 89 273 55 103 103 98 70 55 56 126 57 57 195 53 56 52
leaf_count=69 54 93 52 57 82 78 80 70 81 59 52 89 273 55 103 103 98 70 55 56 126 57 57 195 53 56 52
internal_value=0 0.000822131 0.000960471 0.00125702 0.00163571 0.000750845 0.00167991 0.00146457 0.00154526 0.00173433 0.00171525 0.00160242 0.0017775 0.00160122 0.000908467 0.00175166 0.00155037 0.00151862 0.00154042 0.00146226 0.00144788 0.00104066 0.00166711 0.00171386 0.00163017 0.0015766 0.0015648
internal_weight=0 494 401 166 1831 235 1455 376 419 1036 967 344 623 339 157 571 284 255 294 182 185 114 112 468 186 126 105
internal_count=2325 494 401 166 1831 235 1455 376 419 1036 967 344 623 339 157 571 284 255 294 182 185 114 112 468 186 126 105
is_linear=0
shrinkage=0.0032998


Tree=4668
num_leaves=32
num_cat=0
split_feature=12 3 12 15 16 484 151 12 39 3 3 52 157 42 15 3 403 12 42 3 484 52 15 42 51 52 12 12 12 42 12
split_gain=18.635 6.02031 4.69959 3.9194 3.63506 2.44769 1.2612 1.20207 0.899967 0.804971 0.942524 0.716273 0.644084 0.47312 0.428291 0.677377 0.544746 0.419583 0.375502 0.60418 0.336985 0.304169 0.376855 0.257199 0.20677 0.193309 0.184022 0.17471 0.157399 0.139058 0.0830331
threshold=0.077755000000000005 0.25468500000000005 0.099815000000000015 -0.37478999999999996 -0.25959999999999994 -1.0000000180025095e-35 -0.012764999999999997 0.090465000000000004 0.091400000000000009 -0.0062049999999999996 0.097710000000000005 -0.081594999999999987 -0.077234999999999984 0.083925000000000013 0.041820000000000003 -0.095764999999999989 -0.14816499999999996 0.11650500000000001 0.085495000000000015 -0.082879999999999995 -0.067064999999999986 0.084335000000000007 0.08919500000000001 -0.0060199999999999993 -0.041524999999999992 0.40438500000000005 0.085965000000000014 0.10862500000000001 0.085185000000000025 0.094410000000000008 0.093595000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 8 -4 -5 11 12 -1 -8 -11 -7 13 -2 15 -14 -16 24 23 -20 -17 22 -18 30 -6 29 -22 -26 -23 -21 -9
right_child=2 -3 4 5 17 6 9 18 -10 10 -12 -13 14 -15 16 20 21 -19 19 25 26 28 -24 -25 27 -27 -28 -29 -30 -31 -32
leaf_value=0.0011610009719140221 0.0025616260333359855 0.00055612572681736333 0.00080048597649704455 0.0022437941626667957 0.0016526836563767332 0.0014769570793897197 0.0013978688795361956 0.0018376724411285623 0.00055090708839477555 0.0019981459198935856 0.0014365210272508596 0.00099650131002284432 0.0016281298512566661 0.0021743184947291372 0.0024230267860636885 0.0018537620485571855 0.0023589721559553523 0.0015489450993769359 0.0015057148613942845 0.0017286851778406463 0.0022987809133221721 0.0018483210234742271 0.0020204928903588505 0.0021910989976053341 0.0018049117602690807 0.0020672994505770976 0.0020461135213290672 0.002045942059062133 0.0020600885716506928 0.0019256570386265667 0.0020175412629121849
leaf_weight=54 54 102 52 52 54 65 102 61 52 87 53 72 53 103 63 68 82 82 52 72 54 54 68 67 91 61 90 57 177 103 68
leaf_count=54 54 102 52 52 54 65 102 61 52 87 53 72 53 103 63 68 82 82 52 72 54 54 68 67 91 61 90 57 177 103 68
internal_value=0 0.0012916 0.00195354 0.00143123 0.00160384 0.00157114 0.00147876 0.00204055 0.000862042 0.00162243 0.00178578 0.00122471 0.00211454 0.00230776 0.0020717 0.00196504 0.00213528 0.00175081 0.00190809 0.00183096 0.00204911 0.00208761 0.00220576 0.00202125 0.00183258 0.00190247 0.00214111 0.00189798 0.00201074 0.00184482 0.00193276
internal_weight=0 639 1686 537 336 431 379 1350 106 242 140 137 866 157 709 265 444 284 484 288 212 381 150 196 202 236 144 148 231 175 129
internal_count=2325 639 1686 537 336 431 379 1350 106 242 140 137 866 157 709 265 444 284 484 288 212 381 150 196 202 236 144 148 231 175 129
is_linear=0
shrinkage=0.0032998


Tree=4669
num_leaves=23
num_cat=0
split_feature=1 14 1 159 49 1 51 123 43 15 48 15 133 481 42 160 1 43 15 42 48 15
split_gain=29.8172 2.69446 2.19431 1.45455 1.75688 1.3938 1.24727 0.877426 0.700998 0.654644 0.917671 0.604917 0.565382 0.547366 0.432085 0.400111 0.379431 0.58326 0.320519 0.306787 0.296088 0.16985
threshold=0.10574000000000001 0.054835000000000009 0.12337000000000002 0.081925000000000012 -0.011659999999999998 0.08956500000000002 -0.091399999999999981 1.0000000180025095e-35 -0.092184999999999989 -0.42443999999999993 0.086870000000000017 -0.077559999999999976 1.0000000180025095e-35 -0.084999999999999992 0.11159000000000001 -0.019794999999999997 0.093700000000000019 -1.0000000180025095e-35 -0.013349999999999999 0.087505000000000013 0.090545000000000014 0.086795000000000011
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 5 3 4 -2 6 15 16 12 -4 -11 -6 -8 -10 20 -1 17 -7 -18 -20 -15 -14
right_child=2 -3 9 -5 11 7 8 -9 13 10 -12 -13 21 14 -16 -17 18 -19 19 -21 -22 -23
leaf_value=0.0013979165824145848 0.00085943662868896427 0.0025082091761591718 0.00092530466859814761 0.00072895940119210465 0.0012913035749945263 0.0017437978572671143 0.0014888485451005119 0.0012351804613875801 0.0022362764064674341 0.00035526844617717989 0.00090144288160173814 0.0017544799230976521 0.0019542741833904129 0.0019556694982830352 0.0016763436950608804 0.0017373226140761483 0.001611936992556648 0.0012898833068168331 0.0020646761841150011 0.0017154182079432668 0.0017467374518024051 0.0017037871515536754
leaf_weight=70 70 64 82 72 65 79 74 52 63 92 53 60 78 816 78 87 65 52 63 52 85 53
leaf_count=70 70 64 82 72 65 79 74 52 63 92 53 60 78 816 78 87 65 52 63 52 85 53
internal_value=0 0.00184163 0.000927929 0.00113092 0.00127915 0.00181746 0.00186477 0.00163441 0.00189981 0.000689016 0.000555148 0.00151391 0.00172185 0.00193478 0.00191535 0.00158622 0.00170105 0.00156389 0.00180068 0.00190706 0.001936 0.0018532
internal_weight=0 1831 494 267 195 1767 1404 363 1247 227 145 125 205 1042 979 157 311 131 180 115 901 131
internal_count=2325 1831 494 267 195 1767 1404 363 1247 227 145 125 205 1042 979 157 311 131 180 115 901 131
is_linear=0
shrinkage=0.0032998


Tree=4670
num_leaves=18
num_cat=0
split_feature=1 3 52 48 402 15 13 1 40 15 3 3 4 15 400 15 4
split_gain=0.633747 0.371323 0.530099 0.332631 0.303856 0.529168 0.299041 0.292201 0.244523 0.241441 0.481435 0.236899 0.190021 0.184138 0.233865 0.184818 0.126406
threshold=0.109225 -0.048154999999999996 -0.080064999999999983 -0.035774999999999994 -0.035114999999999993 0.046165000000000005 -0.07150999999999999 0.13767000000000004 -0.041534999999999996 -0.23001499999999997 0.099930000000000005 -1.0000000180025095e-35 -0.082249999999999976 -0.064999999999999988 -0.059294999999999994 -0.077559999999999976 -0.077889999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 -1 5 -5 -2 8 -4 -6 11 13 -7 15 -15 -11 -14
right_child=1 2 7 4 9 12 -8 -9 -10 10 -12 -13 16 14 -16 -17 -18
leaf_value=0.0099399651226644882 0.009632933830226403 -0.0048335049744185699 0.016579040362831948 -0.00041542963116680609 0.032279318187227658 0.026314217663897427 0.025231779344380974 0.021256681137952323 0.0026182986815045861 0.019139975205437136 0.0046992174845966097 0.029088338906502514 0.0086486840503617098 0.030663811378362341 0.021165159707381382 0.0089787850971651279 0.019924421911281954
leaf_weight=94 56 61 61 52 53 63 94 77 86 394 52 102 53 81 896 59 62
leaf_count=94 56 61 61 52 53 63 94 77 86 394 52 102 53 81 896 59 62
internal_value=0 0.0126323 0.00905338 0.0197457 0.0202384 0.0144856 0.0194202 0.0128431 0.00842375 0.0210456 0.0206686 0.0212094 0.0188488 0.0206462 0.0219545 0.0178205 0.0147434
internal_weight=0 435 285 1961 1867 230 150 224 147 1637 1584 1532 178 1430 977 453 115
internal_count=2396 435 285 1961 1867 230 150 224 147 1637 1584 1532 178 1430 977 453 115
is_linear=0
shrinkage=0.16829


Tree=4671
num_leaves=23
num_cat=0
split_feature=4 2 13 12 14 12 13 4 12 12 43 16 133 2 13 133 4 484 160 42 4 4
split_gain=33.0405 10.441 6.19564 3.85692 2.962 2.07548 1.50387 1.34209 1.41174 0.908656 0.877205 0.879045 0.855579 0.618254 0.488012 0.479736 0.412767 0.265058 0.26243 0.219617 0.172821 0.0380104
threshold=0.30163500000000004 0.10803500000000001 -0.14819499999999997 -0.016554999999999997 0.062655000000000016 0.086455000000000018 -0.009244999999999998 -0.074219999999999994 0.077755000000000005 0.091325000000000003 -0.048514999999999996 -0.07662999999999999 0.084675000000000014 0.13538500000000001 0.0015850000000000003 0.4028000000000001 0.020345000000000005 0.087020000000000014 -0.020454999999999997 0.095650000000000013 0.50373500000000015 -0.086969999999999978
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 3 -3 12 7 -4 13 10 -9 17 11 21 -1 -2 19 18 -11 -10 -12 -7 -8 -5
right_child=6 2 5 4 -6 14 20 8 9 16 15 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0017994255256847992 0.00068683378991586392 0.00044054032553544171 0.0012474427811307491 0.0022396241820588953 0.0028118477146010386 0.0021330182951230544 0.0011501897070780056 0.001616387273646359 0.0021220524836167852 0.0020059121979232727 0.0025127401771608483 0.0016566269819909124 0.0012625847323069869 0.00024451099748865057 0.0016439945056145834 0.0019824699055585497 0.0017521974526714457 0.0023431434250180149 0.0022752839120139608 0.0018333709372690269 0.00088586001800042204 0.0020978765050475834
leaf_weight=68 88 55 93 54 67 59 58 88 363 250 61 56 63 57 76 58 101 75 439 54 54 59
leaf_count=68 88 55 93 54 67 59 58 88 363 250 61 56 63 57 76 58 101 75 439 54 54 59
internal_value=0 0.00198798 0.00145453 0.00208773 0.00213053 0.00165217 0.000735532 0.00210205 0.00201468 0.00205906 0.00220739 0.00199737 0.00154152 0.000513198 0.00185113 0.00227093 0.00193301 0.00215999 0.00230432 0.00199014 0.00102306 0.00216593
internal_weight=0 2139 337 1802 1671 282 257 1604 877 789 727 169 131 145 189 558 351 438 500 113 112 113
internal_count=2396 2139 337 1802 1671 282 257 1604 877 789 727 169 131 145 189 558 351 438 500 113 112 113
is_linear=0
shrinkage=0.0032998


Tree=4672
num_leaves=11
num_cat=0
split_feature=13 30 14 10 0 376 14 0 52 13
split_gain=16.2062 12.6102 5.65024 5.00957 3.42214 3.52795 2.79971 2.87238 0.927758 0.309183
threshold=-0.28558999999999996 0.086065000000000016 -0.36617499999999997 -0.012544999999999999 -0.16802499999999995 0.080200000000000007 0.076175000000000007 -0.10803999999999998 -0.0059799999999999992 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 8 6 7 -6 -5 -1
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11
leaf_value=0.0012755038688846464 0.0014029375418590333 0.00078227196043308654 0.0014894794814987566 0.002315160752751112 0.0020376243804236293 0.0017438633648116768 0.0032847593804187615 0.0025424087025373112 0.0017587494614160967 0.00093169563339299264
leaf_weight=62 59 53 59 53 133 65 52 1717 88 55
leaf_count=62 59 53 59 53 133 65 52 1717 88 55
internal_value=0 0.002374 0.00241188 0.00243934 0.00246591 0.00250157 0.00252744 0.00250614 0.00196815 0.00111419
internal_weight=0 2279 2226 2167 2108 1967 1902 1850 141 117
internal_count=2396 2279 2226 2167 2108 1967 1902 1850 141 117
is_linear=0
shrinkage=0.0032998


Tree=4673
num_leaves=20
num_cat=0
split_feature=1 151 147 15 3 14 3 52 52 52 3 1 1 483 3 16 484 156 52
split_gain=0.729379 0.370724 0.373964 0.36722 0.448813 0.330032 0.358918 0.621653 1.06096 0.278442 0.231667 0.433097 0.222669 0.211379 0.268856 0.20909 0.171522 0.198749 0.0608302
threshold=0.109225 -0.11633499999999998 0.08598500000000002 1.0000000180025095e-35 -0.082844999999999988 0.054835000000000009 -0.096099999999999977 -0.15201999999999996 -0.016219999999999995 -0.080064999999999983 0.11191000000000002 0.12608000000000003 0.13752500000000004 0.080810000000000007 -0.081604999999999997 -0.080419999999999978 0.087150000000000019 0.091015000000000013 0.0060650000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 6 7 -3 -9 -6 11 -11 -12 16 -15 -10 17 -8 -16
right_child=3 2 -4 -5 9 -7 13 8 15 10 12 -13 -14 14 18 -17 -18 -19 -20
leaf_value=0.030479944790038915 0.025358985956768849 0.026351761844613915 0.0073148802579668703 -0.0011511560398299113 0.0020991894557489442 0.031103941265622517 0.020833478844873576 -0.012611504924916634 0.023789406114720975 0.017600780537331037 0.012049262979646464 -0.002841677163606077 0.027286113702995655 0.0050633674735016928 0.023454034159058133 0.0088950806581496195 0.028522839747355821 0.012161031751199414 0.015268295823327484
leaf_weight=85 76 68 74 53 77 68 1183 52 56 67 57 52 53 58 53 52 77 81 54
leaf_count=85 76 68 74 53 77 68 1183 52 56 67 57 52 53 58 53 52 77 81 54
internal_value=0 0.019574 0.0190789 0.0119447 0.0137664 0.019561 0.0191073 0.0128626 0.00711845 0.0108813 0.0138264 0.00865284 0.019407 0.0200515 0.0143322 0.0166347 0.0207538 0.0202792 0.0193397
internal_weight=0 1961 1876 435 382 1802 1734 228 160 306 229 119 110 1506 165 108 1341 1264 107
internal_count=2396 1961 1876 435 382 1802 1734 228 160 306 229 119 110 1506 165 108 1341 1264 107
is_linear=0
shrinkage=0.16829


Tree=4674
num_leaves=20
num_cat=0
split_feature=2 15 0 15 1429 133 0 14 49 0 3 15 49 2 151 0 15 15 3
split_gain=0.505917 0.612438 0.427096 0.727579 0.320587 0.65387 0.301727 0.299556 0.285589 0.412581 0.385634 0.247051 0.229148 0.595525 0.195408 0.179421 0.175784 0.11639 0.182975
threshold=0.10731 -0.40312499999999996 -0.074754999999999988 -0.040804999999999994 0.084770000000000012 0.085345000000000018 -0.068214999999999984 0.062655000000000016 -0.014169999999999999 -0.066044999999999979 -0.13088999999999998 -0.12431499999999999 -0.07107999999999999 0.087365000000000012 -0.085604999999999987 -0.11242999999999999 0.029300000000000003 -0.050699999999999995 -0.070889999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 7 -6 -4 8 9 12 -10 -2 13 -3 -12 -16 17 18 -8
right_child=2 4 6 -5 5 -7 16 -9 10 -11 14 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.00081560986608172827 0.016510096492440934 0.033210669651959193 0.026157058333982977 -0.01154436745362168 -0.004136884504468738 0.021576168934680708 0.018821676261685006 0.028639788634402231 0.031362473228799932 -0.0014253767304960147 0.024780496730105142 0.0032659171961937792 0.0068678853963324051 0.0087379865260711863 0.025186078876872381 0.016366240755528248 0.019571016179516433 0.0030728209730658115 0.0053889615885584869
leaf_weight=69 89 52 53 57 58 54 60 67 59 53 96 73 58 62 70 1187 65 58 56
leaf_count=69 89 52 53 57 58 54 60 67 59 53 96 73 58 62 70 1187 65 58 56
internal_value=0 0.016405 0.0104237 0.00479352 0.0169964 0.00824444 0.0146402 0.0175705 0.0171164 0.0115258 0.018006 0.0105531 0.015527 0.0199167 0.0174222 0.0168588 0.0120787 0.00926954 0.0123524
internal_weight=0 1885 511 219 1816 112 292 1704 1637 225 1412 162 172 114 1353 1257 239 174 116
internal_count=2396 1885 511 219 1816 112 292 1704 1637 225 1412 162 172 114 1353 1257 239 174 116
is_linear=0
shrinkage=0.16829


Tree=4675
num_leaves=22
num_cat=0
split_feature=1 49 2 4 16 9 48 131 48 13 1446 150 2 481 1 52 16 15 147 1210 52
split_gain=0.759732 0.66918 0.636197 0.830787 0.776013 0.728479 0.406932 0.394358 0.338259 0.522185 0.372574 0.296742 0.259573 0.238126 0.20082 0.195752 0.256691 0.265405 0.234051 0.139691 0.117863
threshold=0.10141500000000002 -0.072214999999999988 0.10322500000000003 -0.050564999999999992 -0.059624999999999991 -1.0000000180025095e-35 0.085890000000000008 0.090150000000000022 0.083180000000000018 -0.013149999999999998 0.088500000000000009 0.087675000000000017 0.13194500000000003 -0.085749999999999979 0.11831500000000002 0.095040000000000027 -0.079074999999999993 0.09116500000000001 0.08598500000000002 -0.080859999999999974 -0.0046699999999999997
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 6 5 -4 11 -2 -1 14 10 20 13 12 -5 -3 -7 18 -17 -18 19 -15 -10
right_child=2 8 3 4 -6 7 -8 -9 9 -11 -12 -13 -14 15 -16 16 17 -19 -20 -21 -22
leaf_value=0.017033302601600634 -0.0029755304109997591 0.021989573408435367 0.017554364419337099 -0.0094755169085556697 -0.014443372893063923 0.031033159896804399 0.035680419325120519 0.0081823631817822453 0.0084170308385652839 -0.0038603084768182388 0.025728543007867442 0.013280861498141176 0.0064455427538946501 0.0080572301432407477 0.016843938949646722 0.016154922903559053 -0.0039608843967321962 0.0096129829373165498 0.0025600836002658664 0.014863634563589436 0.019423084224056919
leaf_weight=77 57 81 79 53 94 64 59 64 58 83 70 67 64 96 52 83 63 115 52 874 54
leaf_count=77 57 81 79 53 94 64 59 64 58 83 70 67 64 96 52 83 63 115 52 874 54
internal_value=0 0.0137814 0.00681635 0.00232282 -0.0019991 0.0135775 0.0251361 0.0188293 0.0128323 0.00623912 0.0137276 0.00434853 -0.000751206 0.0131104 0.024688 0.0125484 0.00841692 0.00479866 0.0136018 0.0141919 0.0137396
internal_weight=0 1765 594 357 278 237 136 180 1629 195 1434 184 117 1364 116 1283 261 178 1022 970 112
internal_count=2359 1765 594 357 278 237 136 180 1629 195 1434 184 117 1364 116 1283 261 178 1022 970 112
is_linear=0
shrinkage=0.16829


Tree=4676
num_leaves=18
num_cat=0
split_feature=1 3 2 3 131 15 15 3 3 12 15 12 3 1 15 15 52
split_gain=0.525389 0.537512 0.440796 0.745247 0.378528 0.329686 0.493949 0.270743 0.267489 0.396977 0.32763 0.295681 0.24119 0.305687 0.147915 0.266301 0.106076
threshold=0.10141500000000002 -0.15680499999999997 0.10272000000000002 -0.020014999999999995 0.090150000000000022 -0.41880499999999993 -0.091734999999999983 -0.12595999999999999 0.092330000000000009 0.079570000000000016 -0.061559999999999997 0.11628000000000001 0.12745000000000004 0.10915500000000002 -0.092534999999999992 -0.086599999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -7 -3 9 10 -9 14 13 -8 16 -16 -11
right_child=2 7 5 -5 -6 6 12 8 -10 11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.02593357127839651 0.027388729449187691 -0.00020865768972967494 0.010475758720870313 0.00034591035678865206 0.0092771176522105751 -0.01156252106970977 0.0068757245958716686 0.013419902801560102 0.0019383044867614394 0.0031673162502809217 0.029090330654244129 -0.00087318747049316124 0.013607770562191914 -0.0099148604459055722 0.021027003891682328 0.011321098868084224 0.01181683785937453
leaf_weight=70 76 60 95 100 58 86 75 94 83 100 64 58 52 52 87 1081 68
leaf_count=70 76 60 95 100 58 86 75 94 83 100 64 58 52 52 87 1081 68
internal_value=0 0.0114635 0.00567025 0.0113581 0.0195628 0.00196814 -0.00107498 0.0108648 0.0112723 0.0117703 0.0197788 0.0108613 0.00395369 0 0.0113721 0.0120456 0.00667901
internal_weight=0 1765 594 234 134 360 265 1695 1635 1552 158 1394 179 127 1336 1168 168
internal_count=2359 1765 594 234 134 360 265 1695 1635 1552 158 1394 179 127 1336 1168 168
is_linear=0
shrinkage=0.16829


Tree=4677
num_leaves=17
num_cat=0
split_feature=4 2 123 2 0 14 0 14 16 4 0 4 48 16 42 160
split_gain=35.9235 7.76265 6.25698 2.75712 3.07066 1.98814 2.64776 0.915465 1.80613 0.890205 1.06864 0.642997 0.35336 0.261828 0.523592 0.192452
threshold=0.30163500000000004 0.14234000000000005 1.0000000180025095e-35 0.10836000000000003 -0.086984999999999993 0.076175000000000007 -0.13740499999999997 -0.45687499999999998 -0.42004999999999992 0.036620000000000007 -0.076329999999999995 0.55608500000000005 0.086260000000000017 0.51222500000000004 0.082755000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -2 11 10 -8 -9 -4 14 -6 -11
right_child=7 -3 12 4 13 -7 9 8 -10 15 -12 -13 -14 -15 -16 -17
leaf_value=0.0010461808980176421 0.0005488484032382336 0.00033162616764595231 0.00091388168881939981 0.00062563026041996452 0.0011498400007776432 0.0021703544858101172 0.001691544170348086 0.00042696832688814465 -0.00043876730178874597 0.0015525735517854223 0.0014763431508316199 -1.9108928889653147e-05 0.000528484856222132 0.0016502980542266285 0.0015876386958451315 0.0013076992397932443
leaf_weight=97 56 63 53 68 61 64 1018 94 55 53 338 56 52 53 60 118
leaf_count=97 56 63 53 68 61 64 1018 94 55 53 338 56 52 53 60 118
internal_value=0 0.00147312 0.00150844 0.00155114 0.00122113 0.00159843 0.00157587 0.000174839 7.24989e-05 0.00160949 0.00163793 0.000260198 0.000723354 0.00145365 0.00136722 0.0013838
internal_weight=0 2098 2035 1930 242 1688 1624 261 205 1527 1356 150 105 174 121 171
internal_count=2359 2098 2035 1930 242 1688 1624 261 205 1527 1356 150 105 174 121 171
is_linear=0
shrinkage=0.0032998


Tree=4678
num_leaves=12
num_cat=0
split_feature=4 150 49 43 49 1456 40 1375 0 42 1456
split_gain=0.404267 0.38822 0.277668 0.389608 0.372959 0.27582 0.245385 0.226959 0.461796 0.15794 0.115124
threshold=0.55608500000000005 -0.084634999999999988 -0.088729999999999989 -0.080474999999999977 -0.081019999999999981 0.056145000000000007 -0.081804999999999975 -0.029589999999999995 -0.14989499999999997 0.084175000000000014 0.089050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -8 -9 -7 -11
right_child=-2 2 4 -5 5 9 7 8 -10 10 -12
leaf_value=-0.0017970952236509945 -0.0041238179673639347 0.0093600962969266031 -0.0039533639942089987 0.027889894404789877 0.020647478230815731 0.022849776898511257 -0.00029969134971361829 0.019999544238704915 0.0086680900051027375 0.0065524819706956833 0.017444762131146766
leaf_weight=81 62 73 56 58 53 66 71 109 1618 52 60
leaf_count=81 62 73 56 58 53 66 71 109 1618 52 60
internal_value=0 0.0096276 0.010046 0.0175778 0.00957192 0.0099461 0.00933536 0.00900091 0.00938432 0.016287 0.0124037
internal_weight=0 2297 2216 131 2085 2029 1851 1798 1727 178 112
internal_count=2359 2297 2216 131 2085 2029 1851 1798 1727 178 112
is_linear=0
shrinkage=0.16829


Tree=4679
num_leaves=22
num_cat=0
split_feature=3 4 157 52 15 3 51 15 3 51 15 11 52 2 133 3 3 133 15 1212 1212
split_gain=0.492925 0.448769 0.615996 0.405538 0.444801 0.377786 0.324161 0.292413 0.362828 0.242798 0.252279 0.387216 0.234302 0.231581 0.187613 0.796898 0.502228 0.117999 0.141851 0.105599 0.210563
threshold=-0.072579999999999992 -0.060264999999999992 -0.028564999999999997 0.090645000000000017 -0.2987999999999999 -0.038414999999999998 0.088440000000000005 -1.0000000180025095e-35 0.12178000000000001 -0.26631499999999991 -0.23071999999999995 0.086080000000000018 -0.091784999999999992 0.096325000000000008 -0.0076199999999999992 -0.094404999999999975 -0.15315499999999996 -1.0000000180025095e-35 0.091475000000000015 0.091220000000000009 1.0000000180025095e-35
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=9 6 -3 4 -4 -5 13 8 12 -1 -11 14 -6 -2 15 -12 -16 -18 -19 20 -17
right_child=1 2 3 5 7 -7 -8 -9 -10 10 11 -13 -14 -15 16 19 17 18 -20 -21 -22
leaf_value=0.020180648842328057 -0.00079587740868257407 -0.012450108299350017 -0.0045523089173334719 0.0043402912814351552 0.013821155663955548 -0.013250827077195772 0.023006260175713635 0.020802595536118334 0.019593794150108704 0.019861774283823404 -0.012925317237593529 -0.0026770051679473636 0.0015785890245641457 0.014293061871621295 0.024164767601841424 0.010016634948418562 0.01714712061835531 0.010017183563404045 0.0040518529414025782 0.0155988010180382 -0.00074586092654178805
leaf_weight=58 55 71 81 75 58 64 53 53 55 59 53 81 189 60 72 257 54 649 138 60 64
leaf_count=58 55 71 81 75 58 64 53 53 55 59 53 81 189 60 72 257 54 649 138 60 64
internal_value=0 0.00435097 0.00233243 0.00416087 0.00668586 -0.00374629 0.012102 0.00925512 0.00722262 0.00947328 0.00905443 0.00860665 0.00446064 0.00706099 0.00928651 0.00639546 0.0106588 0.00950041 0.00897345 0.00908784 0.00786524
internal_weight=0 814 646 575 436 139 168 355 302 1545 1487 1428 247 115 1347 434 913 841 787 381 321
internal_count=2359 814 646 575 436 139 168 355 302 1545 1487 1428 247 115 1347 434 913 841 787 381 321
is_linear=0
shrinkage=0.16829


Tree=4680
num_leaves=25
num_cat=0
split_feature=3 133 13 52 48 15 12 51 15 3 49 15 159 157 12 16 13 51 403 1 402 133 3 12
split_gain=0.779633 0.338464 0.287165 0.335065 0.279339 0.430199 0.30066 0.543505 0.401916 0.396774 0.373463 0.318521 0.284263 0.257288 0.251554 0.227298 0.220877 0.2207 0.214558 0.191993 0.191356 0.318924 0.153363 0.111568
threshold=0.30835000000000007 0.089380000000000015 -0.086219999999999977 -0.011144999999999997 0.087770000000000015 -0.071974999999999983 0.083825000000000024 0.081440000000000026 -0.14765999999999999 -0.11327499999999999 0.0033550000000000003 0.016500000000000004 0.087410000000000015 -0.077609999999999985 0.095165000000000013 -0.14001499999999997 -0.081629999999999994 -0.069834999999999994 -0.53830999999999996 0.096325000000000008 -0.088779999999999984 0.10421000000000001 -0.031844999999999991 0.094600000000000004
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 4 -3 17 6 15 7 8 -1 14 11 -10 13 -11 -8 -6 -17 -4 -5 -15 -20 -22 -18 -23
right_child=-2 2 3 18 5 -7 9 -9 10 12 -12 -13 -14 19 -16 16 22 -19 20 -21 21 23 -24 -25
leaf_value=0.016583167043747939 -0.0085805362408983496 0.014295062183451687 0.0018488012167339313 0.014272999869872113 -4.4949078905783687e-05 0.025502923531418427 0.024830311570422946 -0.012159614009489736 0.0015352154401803767 0.016071180507762118 -0.0093914213425496159 0.015003171593870587 -0.0023187395222246318 0.0079629454327261231 0.010676251791440798 0.0033558642902136826 0.022759535413031471 -0.011783814664439151 0.008802211961706663 -0.00035374523610010483 0.0082146158596972628 -0.012049514158932885 0.010383992281750722 -0.0011370382687058706
leaf_weight=74 98 56 62 53 55 59 61 57 162 100 58 72 82 648 87 53 57 73 91 89 69 52 58 55
leaf_count=74 98 56 62 53 55 59 61 57 162 100 58 72 82 648 87 53 57 73 91 89 69 52 58 55
internal_value=0 0.00674094 0.00291956 0.00151555 0.00784191 0.0127065 0.00692003 0.00311652 0.0055005 0.00842621 0.00268572 0.00568688 0.00712045 0.00804734 0.0165222 0.00931278 0.012387 -0.0055096 0.0044849 0.00695619 0.00253521 -0.000694906 0.0165336 -0.00645709
internal_weight=0 2283 511 455 1772 282 1490 423 366 1067 292 234 919 837 148 223 168 135 320 737 267 176 115 107
internal_count=2381 2283 511 455 1772 282 1490 423 366 1067 292 234 919 837 148 223 168 135 320 737 267 176 115 107
is_linear=0
shrinkage=0.16829


Tree=4681
num_leaves=20
num_cat=0
split_feature=1 52 1 123 123 12 41 48 12 4 4 3 12 3 12 3 4 52 1
split_gain=11.892 3.12931 2.56664 1.65937 0.94047 0.899305 1.17197 0.724329 0.84784 1.02814 0.355564 0.494281 0.618089 0.73828 0.454843 0.383637 0.321695 0.2528 0.225591
threshold=0.10538500000000002 -0.29521499999999995 0.14699000000000004 0.081990000000000021 0.089155000000000012 0.11650500000000001 0.075585000000000013 0.10990500000000002 0.088335000000000011 0.10440500000000001 -0.074219999999999994 0.091170000000000015 0.089475000000000013 -0.092019999999999977 0.084115000000000009 -0.10237999999999998 0.0015850000000000003 -0.011144999999999997 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 6 10 8 9 -3 14 12 13 -12 17 -16 -14 -1 -17
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 16 -15 15 18 -18 -19 -20
leaf_value=0.001027543358979213 0.0014351046262417128 0.00031103886700966363 -2.5379529658075528e-06 0.00079514498370125361 0.00038234544751846329 0.00094857683054475528 0.0017259667866474186 0.0011632198646976783 0.00099169313926727033 0.00082117061647623169 0.00099363464288702245 0.00095171541901406683 0.0012545256324184865 0.0014129383094532871 0.0016093514806595104 0.0013934764338084822 0.0010510479049472411 0.0013219366024300829 0.0011616801991024815
leaf_weight=60 60 76 60 70 70 71 78 52 93 100 52 52 268 420 87 459 128 72 53
leaf_count=60 60 76 60 70 70 71 78 52 93 100 52 52 268 420 87 459 128 72 53
internal_value=0 0.000726673 0.000632347 0.00129488 0.000729862 0.00131429 0.00132929 0.000805535 0.00073626 0.000601087 0.00131052 0.00126683 0.00128566 0.00136682 0.00136547 0.00140444 0.00118884 0.00118839 0.00136955
internal_weight=0 511 451 1870 391 1800 1729 321 269 176 1651 920 868 472 731 599 396 132 512
internal_count=2381 511 451 1870 391 1800 1729 321 269 176 1651 920 868 472 731 599 396 132 512
is_linear=0
shrinkage=0.0032998


Tree=4682
num_leaves=14
num_cat=0
split_feature=2 150 30 47 47 151 151 484 484 15 47 15 47
split_gain=1.19237 0.319657 0.408368 0.24717 0.774766 0.219465 0.496651 0.232819 0.269566 0.216259 0.10278 0.234224 0.0594504
threshold=0.17000000000000001 0.11819500000000001 0.085570000000000021 0.077555000000000013 0.089640000000000011 -0.089309999999999987 -0.085574999999999984 -0.060519999999999997 -0.08261499999999998 0.11754500000000001 0.10843500000000002 -0.072469999999999993 0.10154500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 8 -8 -9 12 -12 -6
right_child=-2 -3 -4 4 10 6 7 9 -10 -11 11 -13 -14
leaf_value=0.013688889131097053 -0.019237009205575282 0.017653555531045192 -0.0081383509283552355 0.029050188517780986 0.0073808062126520489 -0.010661462764070236 0.0048465845878286375 0.0061344326597223102 -0.0070997145903117292 0.01453201955015478 -0.0030313637463286699 0.010871352877286772 0.014868538591317947
leaf_weight=95 52 71 55 55 73 53 170 1396 78 93 69 68 53
leaf_count=95 52 71 55 55 73 53 170 1396 78 93 69 68 53
internal_value=0 0.0065214 0.00617056 0.00652862 0.0108751 0.00579441 0.00537443 0.00586476 0.00108204 0.00666014 0.00706736 0.00385614 0.0105447
internal_weight=0 2329 2258 2203 318 1885 1790 1737 248 1489 263 137 126
internal_count=2381 2329 2258 2203 318 1885 1790 1737 248 1489 263 137 126
is_linear=0
shrinkage=0.16829


Tree=4683
num_leaves=13
num_cat=0
split_feature=2 123 150 4 3 3 133 43 160 483 16 130
split_gain=0.824959 0.265405 0.289801 0.236114 0.301584 0.205311 0.17879 0.300132 0.212639 0.208734 0.195839 0.144211
threshold=0.17000000000000001 0.09338500000000001 0.11819500000000001 -0.49862999999999996 -0.10468499999999999 0.30835000000000007 0.089380000000000015 -0.09168999999999998 0.083670000000000008 0.10630500000000001 -0.080419999999999978 0.082650000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 10 11 -9 -5 -8
right_child=-2 -3 -4 5 -6 -7 8 9 -10 -11 -12 -13
leaf_value=0.022169430409469563 -0.015999617203128695 -0.0046928379243552877 0.016743735087382888 0.004179041433792316 0.0045596530844469333 -0.0047631816639713692 0.0050282034595226545 0.0056729678896247238 -0.0072401524655443597 -0.0049873051405724539 0.015625068322964245 -0.0040923037110134697
leaf_weight=53 52 71 66 61 58 59 346 1305 57 54 142 57
leaf_count=53 52 71 66 61 58 59 346 1305 57 54 142 57
internal_value=0 0.00542443 0.00574335 0.00541132 0.0129841 0.00500652 0.00529248 0.00615198 0.00237003 0.00524806 0.0121945 0.00373375
internal_weight=0 2329 2258 2192 111 2081 2022 1562 460 1359 203 403
internal_count=2381 2329 2258 2192 111 2081 2022 1562 460 1359 203 403
is_linear=0
shrinkage=0.16829


Tree=4684
num_leaves=17
num_cat=0
split_feature=2 14 12 16 16 3 12 13 2 4 4 52 1210 12 12 13
split_gain=0.570755 0.369524 0.318995 0.458136 0.375278 0.346506 0.303413 0.2888 0.226739 0.179103 0.4314 0.154058 0.13902 0.127377 0.226741 0.214206
threshold=0.17000000000000001 -0.10708499999999999 0.083825000000000024 0.022165000000000004 -0.0092499999999999978 -0.12077499999999998 0.11650500000000001 0.085880000000000012 -0.033169999999999991 -0.082509999999999986 -0.010739999999999998 -0.15086999999999998 -0.081369999999999984 0.096700000000000022 0.094185000000000005 -0.050149999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 7 12 -4 -3 -10 -11 -5 -7 14 -14 -15
right_child=-2 2 5 11 -6 6 -8 -9 9 10 -12 -13 13 15 -16 -17
leaf_value=0.014632939112700425 -0.013307045444429035 -0.0099331636613366834 0.021047294572302647 0.0032786890250654532 -0.012147702845054084 -0.0017198999896894413 -0.0050864704887778993 0.0063115807749405377 0.010890182591737472 -0.013119331777787471 0.003342287026624697 0.013977712194172771 0.0054916878146798699 -0.0037520912977682197 0.013214759726252332 0.006184718662024016
leaf_weight=98 52 52 69 73 80 78 87 84 54 55 250 81 889 102 123 154
leaf_count=98 52 52 69 73 80 78 87 84 54 55 250 81 889 102 123 154
internal_value=0 0.00451169 0.00406629 0.000907406 -0.00160135 0.00534982 0.00453509 0.0129688 0.000447098 0.00195565 0.000367908 0.00891776 0.00515833 0.00558285 0.00643214 0.0022185
internal_weight=0 2329 2231 645 491 1586 1433 153 411 359 305 154 1346 1268 1012 256
internal_count=2381 2329 2231 645 491 1586 1433 153 411 359 305 154 1346 1268 1012 256
is_linear=0
shrinkage=0.16829


Tree=4685
num_leaves=30
num_cat=0
split_feature=1 2 3 3 0 48 159 48 52 3 13 2 159 15 160 52 1213 52 52 2 52 1 3 13 3 13 13 160 13
split_gain=0.542917 0.663525 0.930052 0.824324 0.515804 0.315754 0.452005 0.388238 0.386622 0.281952 0.218681 0.395549 0.21482 0.29846 0.149218 0.155361 0.176591 0.148464 0.574751 0.319871 0.145464 0.128198 0.109428 0.283197 0.187262 0.105828 0.181211 0.101326 0.0787648
threshold=0.073870000000000005 0.080060000000000006 -0.16048499999999996 -0.07385499999999999 -0.023359999999999995 0.037750000000000006 0.097810000000000022 0.08955500000000001 -0.069924999999999987 -0.036004999999999988 -0.0021749999999999994 0.10686000000000002 0.087575000000000014 -0.058234999999999988 1.0000000180025095e-35 -0.011499999999999998 -0.086179999999999993 -0.012574999999999998 -0.085924999999999987 -1.0000000180025095e-35 -0.18817999999999999 0.10638500000000002 -0.087414999999999979 -0.050754999999999995 -0.078724999999999976 0.0066850000000000008 0.10506500000000002 -0.057984999999999988 -0.070834999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 20 -4 17 6 21 -7 -9 10 12 25 13 27 15 -15 -17 18 -2 -19 -3 -5 -21 24 -24 -12 -27 -1 -29
right_child=1 2 3 5 -6 7 -8 8 -10 -11 11 -13 -14 14 -16 16 -18 19 -20 22 -22 -23 23 -25 -26 26 -28 28 -30
leaf_value=-0.0039912125289900662 0.010477716457948441 0.0045005140729070768 -0.021532467452491291 -0.0073459359633507304 -0.0093285503851661157 0.013960125311001503 0.004404777433656905 0.0072247024329086 -0.011152996550392112 0.015321629337723179 -0.0019605250770603766 -0.012557846835379036 0.01444598490287168 0.014884651203433023 -0.0009794369557880767 0.013165452183673716 0.0051118139270949093 0.020494350369428628 -0.012135379109446683 -0.00056810246427814784 0.016803895174503598 -0.017731904793164256 -0.0022037204658613076 0.016143256492203259 0.0087589283976063081 0.013710011914881373 0.00083085650274600275 0.0063261634785616496 -0.0018077469959039459
leaf_weight=94 82 57 87 60 66 52 58 57 75 80 56 52 81 85 54 101 333 52 52 55 53 79 78 78 101 58 67 86 55
leaf_count=94 82 57 87 60 66 52 58 57 75 80 56 52 81 85 54 101 333 52 52 55 53 79 78 78 101 58 67 86 55
internal_value=0 0.000532238 -0.00347307 -0.00674821 0.00464016 -0.00336757 -0.00805127 0.00163728 -0.00320356 0.00565824 0.00496762 0.000370189 0.00617055 0.00533874 0.0074102 0.00828658 0.00699019 0.00649504 0.00168908 0.00825933 0.0104448 -0.0132617 0.0062144 0.0076729 0.00397187 0.00409425 0.00682116 0.000280242 0.00314062
internal_weight=0 1142 578 468 564 381 197 184 132 1202 1122 233 889 808 573 519 434 498 134 364 110 139 312 257 179 181 125 235 141
internal_count=2344 1142 578 468 564 381 197 184 132 1202 1122 233 889 808 573 519 434 498 134 364 110 139 312 257 179 181 125 235 141
is_linear=0
shrinkage=0.16829


Tree=4686
num_leaves=19
num_cat=0
split_feature=2 49 475 150 15 4 4 475 49 43 16 1447 43 43 151 133 4 15
split_gain=0.304957 0.299581 0.343904 0.312209 0.297216 0.426554 0.315315 0.266031 0.291589 0.313669 0.295784 0.253498 0.252034 0.243348 0.211793 0.234797 0.386811 0.0860446
threshold=0.106285 0.11250500000000001 -0.088274999999999978 0.089155000000000012 -0.029334999999999996 -0.03463999999999999 0.5105900000000001 -0.082549999999999998 1.0000000180025095e-35 -0.082144999999999982 -0.062804999999999986 -0.083679999999999991 -0.15318999999999997 -0.077824999999999991 -0.033849999999999991 0.087195000000000009 0.018150000000000003 0.016500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 6 17 14 -4 11 -10 -11 -9 -13 -5 -2 16 -16 -6
right_child=4 -3 3 13 5 -7 -8 8 9 10 -12 12 -14 -15 15 -17 -18 -19
leaf_value=-0.0089777253317011012 -0.0032310636936950243 0.014307099149213964 0.014021424969701712 0.0027395522371634119 -0.0055083195943359375 -0.019061226574820941 -0.0088128423866707054 0.013955272410947229 -0.011073046598813087 0.008456583954673743 -0.0071670001205382094 -0.0032863219180480634 0.0049599275417689078 -0.012729289586922758 -0.00012487883488418729 -0.00090897357726336134 0.018015215232122773 0.0035357886942069647
leaf_weight=63 78 72 76 59 60 54 64 80 71 91 55 116 1080 56 54 70 86 59
leaf_count=63 78 72 76 59 60 54 64 80 71 91 55 116 1080 56 54 70 86 59
internal_value=0 0.00366138 0.0032216 0.00367906 -0.000940365 -0.0066543 0.0018628 0.00430002 0.00380396 -0.00189319 0.00255868 0.00477424 0.00415862 -0.00477748 0.0042414 0.00702545 0.0110055 -0.00100917
internal_weight=0 1819 1747 1684 525 173 352 1569 1493 217 146 1276 1196 115 288 210 140 119
internal_count=2344 1819 1747 1684 525 173 352 1569 1493 217 146 1276 1196 115 288 210 140 119
is_linear=0
shrinkage=0.16829


Tree=4687
num_leaves=21
num_cat=0
split_feature=4 123 49 0 0 16 15 132 0 16 4 150 15 4 4 43 0 16 0 13
split_gain=22.6012 9.66059 2.1702 1.73069 1.07178 1.01621 1.79662 0.911392 0.631654 1.06618 0.613537 0.559946 0.5452 0.449672 0.391813 0.631895 0.666371 0.37093 0.253439 0.233247
threshold=0.30163500000000004 1.0000000180025095e-35 -0.014169999999999999 -0.07409499999999998 -0.11327499999999999 -0.54057999999999995 -0.42443999999999993 0.082150000000000015 -0.13314999999999996 -0.10346499999999999 0.51400500000000016 0.088690000000000005 0.097020000000000009 0.055260000000000011 -0.44205499999999992 -0.080989999999999993 -0.057279999999999991 0.037060000000000003 -0.078964999999999994 0.039845000000000012
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 2 4 8 -1 -2 10 14 9 -4 -7 -6 13 17 19 -16 -17 -10 -3 -5
right_child=5 18 3 7 11 6 -8 -9 12 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.00099429643969781872 0.00089717468446955996 0.00084184633036758771 0.0018540351802028277 0.0018656925854369925 0.0016571427009005779 0.00089317767197350732 -8.7083508190200526e-06 0.0011049690552368701 0.0018124107076194934 0.0012545350558207627 0.0004190865039319322 0.0012653791012846736 0.0014954775037811536 0.0015512496866853468 0.0017757823915152907 0.0015261315711241098 0.0011600704230946258 0.0015763266616098373 0.00054735326595299367 0.0015546035438040709
leaf_weight=76 57 61 56 56 85 57 74 60 843 78 63 77 88 96 64 166 82 82 69 54
leaf_count=76 57 61 56 56 85 57 74 60 843 78 63 77 88 96 64 166 82 82 69 54
internal_value=0 0.00155743 0.00161514 0.00165597 0.00131903 0.000509336 0.000395202 0.00148758 0.00172124 0.00150534 0.000644573 0.00147115 0.00174729 0.00176896 0.0015419 0.00148136 0.00140524 0.00179152 0.000685809 0.0017133
internal_weight=0 2093 1963 1725 238 251 194 482 1243 134 120 162 1109 1021 422 312 248 925 130 110
internal_count=2344 2093 1963 1725 238 251 194 482 1243 134 120 162 1109 1021 422 312 248 925 130 110
is_linear=0
shrinkage=0.0032998


Tree=4688
num_leaves=21
num_cat=0
split_feature=4 16 40 4 2 2 16 150 2 49 12 4 0 12 0 0 12 49 0 2
split_gain=0.320214 0.422284 0.47986 0.342888 0.798542 0.481188 0.402339 0.349152 0.321508 0.308873 0.224269 0.219263 0.207335 0.262913 0.241241 0.196953 0.194492 0.188501 0.127987 0.0857785
threshold=0.043850000000000007 -0.44470499999999996 -0.065259999999999999 -0.13833499999999996 0.096425000000000025 0.10672500000000001 0.066275000000000014 0.10980500000000001 0.13538500000000001 0.11115500000000002 0.083310000000000009 0.0082450000000000006 -0.11692999999999999 0.083795000000000022 -0.14803999999999998 -0.097604999999999983 0.085565000000000016 1.0000000180025095e-35 -0.086224999999999982 0.09036000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 -3 4 6 -6 -1 9 10 11 -4 12 14 18 -5 17 -15 -2 -14 -12
right_child=1 2 8 7 5 -7 -8 -9 -10 -11 19 -13 13 16 -16 -17 -18 -19 -20 -21
leaf_value=-0.022344122507827413 -0.0020958827772159655 -0.018716862145025725 0.010695054495727331 0.0057412247612608353 0.01691428865499078 -0.0021196365220681316 -0.0017575645852211605 -0.0081224068579687034 -0.010936234577694331 0.018648420754328838 -0.0057725618448986648 0.016167847713354614 0.018677918814408268 0.000100940283380812 -0.010015364878047805 0.013244811719622064 0.0058255701222945126 0.010352717054089852 0.0082570587783612186 0.002087845019935666
leaf_weight=55 98 52 61 56 70 81 53 52 72 52 69 52 57 207 54 67 909 53 83 91
leaf_count=55 98 52 61 56 70 81 53 52 72 52 69 52 57 207 54 67 909 53 83 91
internal_value=0 -0.000149385 -0.00381623 0.00445194 -0.00120295 0.00669214 -0.0122581 0.00541541 -0.00116562 0.00589553 0.00200944 0.00542659 0.00501639 0.00563034 -0.0019775 0.00564541 0.00476535 0.0022616 0.0125127 -0.00129073
internal_weight=0 563 345 1781 259 151 108 1522 293 1470 221 1418 1366 1256 110 218 1116 151 140 160
internal_count=2344 563 345 1781 259 151 108 1522 293 1470 221 1418 1366 1256 110 218 1116 151 140 160
is_linear=0
shrinkage=0.16829


Tree=4689
num_leaves=20
num_cat=0
split_feature=1 3 2 124 2 2 11 2 2 0 1 482 2 48 0 16 49 16 16
split_gain=18.7301 6.04524 2.42626 1.95359 1.85077 1.30315 1.38204 0.879614 0.985736 0.843465 0.649706 0.542678 0.502739 0.40281 0.546264 0.329289 0.227664 0.193892 0.328952
threshold=0.10335000000000001 -0.049204999999999992 0.14530500000000005 -0.076164999999999983 0.11444000000000001 0.10060500000000001 1.0000000180025095e-35 -0.007134999999999999 0.10584500000000001 -0.14097999999999997 0.11249000000000002 0.099135000000000015 0.12358500000000001 0.095930000000000015 -0.037224999999999994 0.26391000000000003 0.10311000000000002 0.25761500000000009 -0.074874999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 -1 15 6 9 -3 -9 -5 -10 13 16 14 -11 -2 17 18 -7
right_child=1 2 -4 5 -6 12 -8 8 10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0010328400652570232 0.0013810549699323305 0.00042208582915279178 7.5040713037527094e-05 0.0012498447249764337 0.00086882390770646307 0.0016279824035394003 0.0020428993813713411 0.0012420394661834307 0.00043426281877317701 0.0016393136785524316 0.00088922900592516895 0.0013028416905935159 0.0010914344980583537 0.0013947985786689533 0.0019710795576275216 0.0017054160253426518 0.0012622117520963668 0.0016700900026900634 0.0012728135511678351
leaf_weight=71 75 67 74 69 68 53 85 54 55 1102 92 55 52 70 58 66 54 59 65
leaf_count=71 75 67 74 69 68 53 85 54 55 1102 92 55 52 70 58 66 54 59 65
internal_value=0 0.000874881 0.000604495 0.00157067 0.00131716 0.00159282 0.00163322 0.000750556 0.000859871 0.00160747 0.000719243 0.00162665 0.0013873 0.0016411 0.00165593 0.00153313 0.00145375 0.00151199 0.00143264
internal_weight=0 551 342 1793 209 1722 1439 268 201 1354 147 1285 283 1230 1160 141 231 177 118
internal_count=2344 551 342 1793 209 1722 1439 268 201 1354 147 1285 283 1230 1160 141 231 177 118
is_linear=0
shrinkage=0.0032998


Tree=4690
num_leaves=9
num_cat=0
split_feature=12 48 13 12 0 3 16 48
split_gain=0.445831 0.390444 0.330795 0.297875 0.439974 0.765845 0.378487 0.21168
threshold=-0.18401999999999999 0.13438000000000003 0.26746000000000009 0.11628000000000001 0.10798500000000001 -0.15500999999999998 -0.51433499999999988 -0.065224999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=0.019173374801467379 -0.013052636933109273 -0.010574739506820455 0.017442683204117619 -0.0053070304240425328 0.015529722081684431 0.014928506500158494 0.014054071604799682 0.0035323367575972719
leaf_weight=55 74 52 52 96 94 92 56 1765
leaf_count=55 74 52 52 96 94 92 56 1765
internal_value=0 0.00383094 0.00416782 0.00384991 0.00427319 0.00373977 0.00439029 0.00385689
internal_weight=0 2281 2229 2177 2081 1987 1913 1821
internal_count=2336 2281 2229 2177 2081 1987 1913 1821
is_linear=0
shrinkage=0.16829


Tree=4691
num_leaves=11
num_cat=0
split_feature=150 1446 147 13 3 0 42 16 0 0
split_gain=0.392979 0.344395 0.304576 0.286441 0.313983 0.329997 0.271129 0.22536 0.52395 0.419255
threshold=0.12314500000000002 0.086015000000000008 0.090830000000000008 -0.48634999999999995 0.11924500000000002 -0.18901999999999997 0.087130000000000027 -0.34140499999999996 -0.090569999999999984 -0.11912999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -3 8 -7 -9
right_child=-2 6 -4 4 -6 7 -8 9 -10 -11
leaf_value=0.016389941293035785 -0.010431517216449197 -0.012757387580212397 0.016860107200750252 0.01519772300324532 -0.0062739975662183464 0.0045623300599793607 0.0019685423826589889 -0.0063354273382993263 -0.014459003596081295 0.0049990573861364287
leaf_weight=52 56 60 54 74 85 121 86 98 62 1588
leaf_count=52 56 60 54 74 85 121 86 98 62 1588
internal_value=0 0.00383023 0.00437164 0.00404655 0.00372917 0.0041677 -0.0040709 0.00373003 -0.00187224 0.00433917
internal_weight=0 2280 2134 2080 2028 1943 146 1869 183 1686
internal_count=2336 2280 2134 2080 2028 1943 146 1869 183 1686
is_linear=0
shrinkage=0.16829


Tree=4692
num_leaves=19
num_cat=0
split_feature=1 2 1 14 123 16 0 15 0 4 16 4 0 4 52 16 0 13
split_gain=20.8198 3.54378 2.20691 1.89481 1.8493 1.58503 1.30922 0.691978 1.42865 0.905235 0.620948 0.544656 0.599562 0.530724 0.706487 0.28107 0.17641 0.156989
threshold=0.11332500000000002 0.10527500000000002 0.13604000000000002 0.076175000000000007 1.0000000180025095e-35 0.055635000000000011 -0.14582499999999995 -0.18239999999999998 -0.11073999999999999 0.024315000000000003 -0.4058199999999999 0.032965000000000001 -0.079119999999999982 -0.37626499999999991 -0.025904999999999994 -0.45516499999999999 -0.061204999999999989 -0.066209999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 7 15 -3 -1 9 -9 -4 12 -10 -8 -15 -2 -16 -13
right_child=2 6 10 -5 -6 -7 13 8 11 -11 -12 17 -14 14 16 -17 -18 -19
leaf_value=0.0020581469077456602 0.00056262743737753708 0.00090176569423367501 0.00016532561527722128 0.002250295826733177 0.0011346637638221578 0.0013883729795289533 0.0017128415016832777 0.0010143141455134122 0.0017693129088931379 0.0016052557155160844 0.00061260136494044586 0.0016015024396476014 0.0016099402079643697 0.0011391204139015935 0.0016082481853106618 0.00087127737350032079 0.0013554538377090145 0.0013374399790996813
leaf_weight=53 52 67 62 62 70 63 54 56 862 58 75 52 376 102 79 88 53 52
leaf_count=53 52 67 62 62 70 63 54 56 862 58 75 52 376 102 79 88 53 52
internal_value=0 0.00161808 0.000734508 0.00168283 0.00166053 0.000953039 0.00131869 0.0016849 0.00167129 0.00131528 0.000410442 0.0017015 0.00172094 0.00141556 0.0013468 0.000756888 0.00150701 0.00146981
internal_weight=0 1996 340 1641 1579 203 355 1509 1456 114 137 1342 1238 288 234 140 132 104
internal_count=2336 1996 340 1641 1579 203 355 1509 1456 114 137 1342 1238 288 234 140 132 104
is_linear=0
shrinkage=0.0032998


Tree=4693
num_leaves=20
num_cat=0
split_feature=1 52 52 2 14 3 4 1 2 2 160 3 43 3 12 4 130 4 3
split_gain=24.5532 6.9999 4.7219 3.08957 2.36697 1.98027 1.38996 1.84861 0.854823 2.61 0.6439 0.632787 0.604506 0.563154 0.57582 0.514291 0.506327 0.493128 0.284678
threshold=0.10141500000000002 -0.41304999999999997 0.19121000000000002 0.10836000000000003 0.062655000000000016 0.31534000000000006 0.0071200000000000005 0.081755000000000008 -1.0000000180025095e-35 0.10244500000000002 -0.52850499999999989 -0.021559999999999996 -0.0086649999999999974 0.086245000000000016 0.091445000000000012 -0.090609999999999982 0.016915000000000003 0.024315000000000003 -0.072579999999999992
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 5 4 6 8 10 12 -3 -10 -1 -11 -8 14 15 -12 -16 -13 -5
right_child=1 2 -4 18 -6 -7 7 -9 9 11 13 17 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0010694923983119405 0.0015312559659070662 0.00013046661067046654 0.0013425737589874121 0.0010949409729427366 0.0020181720090228943 -0.00017919342770923743 0.0011349766660341465 0.00059246680322053819 0.0011562891043801749 0.00013902941521825522 0.0018040616158803309 0.0007459609043649803 0.0015654059870646904 0.0011522723350657284 0.0012693791075593013 0.001476222549726223 0.0015820078735738002 0.00033576166448290724 0.00084062712750248127
leaf_weight=56 72 88 55 96 66 73 88 53 54 93 57 52 61 74 268 773 73 84 100
leaf_count=56 72 88 55 96 66 73 88 53 54 93 57 52 61 74 268 773 73 84 100
internal_value=0 0.000569232 0.000430352 0.00135656 0.0014054 0.000317272 0.00137847 0.00112296 0.000415055 0.000503424 0.00141812 0.000349319 0.00131143 0.00143377 0.00145153 0.00149878 0.00133641 0.000492862 0.000965369
internal_weight=0 571 499 1765 1569 444 1503 202 371 283 1301 229 149 1245 1171 830 341 136 196
internal_count=2336 571 499 1765 1569 444 1503 202 371 283 1301 229 149 1245 1171 830 341 136 196
is_linear=0
shrinkage=0.0032998


Tree=4694
num_leaves=14
num_cat=0
split_feature=15 150 2 14 2 0 14 12 15 0 48 0 0
split_gain=7.04647 3.75557 2.83197 2.39234 1.96657 2.00565 0.849172 0.752115 0.723945 0.641637 0.835159 0.53252 0.505314
threshold=-0.37478999999999996 0.11156000000000001 0.14307 0.076175000000000007 -0.007134999999999999 -0.13010499999999997 -0.44847999999999993 0.092495000000000008 -0.025694999999999999 -0.14822499999999997 0.085510000000000017 -0.092319999999999985 -0.050864999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 9 -1 12 -9 10 -6 -8 -7
right_child=1 -3 -4 -5 5 7 11 8 -10 -11 -12 -13 -14
leaf_value=0.00073480533492172896 0.00059415621628395167 0.00046555350099517661 0.00048175492405196909 0.0017489531660604407 0.001288617801646049 0.001208380223319775 0.0004727198956540284 0.00094745210324882116 0.0011863067824223231 0.00058912093241573235 0.00073216700435851966 2.38653645409306e-05 0.001447131178397126
leaf_weight=54 74 100 73 69 53 976 54 245 324 76 67 62 109
leaf_count=54 74 100 73 69 53 976 54 245 324 76 67 62 109
internal_value=0 0.0010907 0.00112094 0.00114433 0.00112263 0.00114375 0.000392685 0.0011812 0.00108352 0.000827529 0.000978226 0.000233119 0.0012324
internal_weight=0 2166 2066 1993 1924 1850 170 1654 569 196 120 116 1085
internal_count=2336 2166 2066 1993 1924 1850 170 1654 569 196 120 116 1085
is_linear=0
shrinkage=0.0032998


Tree=4695
num_leaves=18
num_cat=0
split_feature=3 42 394 394 457 43 43 1210 1454 43 157 402 394 13 43 52 3
split_gain=1.06563 0.346835 0.40493 0.604671 0.478109 0.357956 0.386946 0.374937 0.315987 0.211581 0.210118 0.228102 0.20761 0.247127 0.321832 0.18898 0.141506
threshold=0.31343500000000007 0.084835000000000008 -0.073794999999999986 -0.08644499999999998 0.092360000000000012 -0.11278499999999998 -0.083329999999999987 -0.08126499999999999 0.080340000000000009 -0.40535499999999997 -0.06588999999999999 0.10491500000000002 1.0000000180025095e-35 0.055020000000000006 0.035255000000000009 0.0043000000000000009 -0.083654999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -3 16 -8 10 -4 -9 -12 13 14 -11 -15 -7
right_child=-2 5 4 -5 -6 6 7 8 -10 12 11 -13 -14 15 -16 -17 -18
leaf_value=0.0081446037183048933 -0.013560719793328783 -0.0077083351358962354 0.019046195541049922 -0.013310279641978166 -0.0053949980048224062 0.0071686522791791808 0.016037625486986205 -0.005354631380664731 -0.010286144747604413 0.0095204257809693681 0.0050709206148620957 -0.0062868919604698462 -0.0013606434896823773 0.0078929442605393304 0.019598033570245317 -0.0031488879091685772 0.018661503839977039
leaf_weight=93 83 75 63 62 64 59 58 76 55 676 546 55 52 130 104 66 64
leaf_count=93 83 75 63 62 64 59 58 76 55 676 546 55 52 130 104 66 64
internal_value=0 0.00584332 0.00763996 -0.000425759 0.00872393 0.00345931 0.00437867 0.00300866 0.00197386 0.00955382 0.00297252 0.00402853 0.00897034 0.0095226 0.0108664 0.00416561 0.0131633
internal_weight=0 2298 1310 155 1155 988 913 790 732 1091 677 601 1028 976 780 196 123
internal_count=2381 2298 1310 155 1155 988 913 790 732 1091 677 601 1028 976 780 196 123
is_linear=0
shrinkage=0.16829


Tree=4696
num_leaves=11
num_cat=0
split_feature=1 447 2 42 52 52 39 13 1 34
split_gain=0.529854 0.37196 0.339042 0.323003 0.270708 0.254838 0.26702 0.22985 0.227148 0.090523
threshold=0.14846500000000004 0.089095000000000021 -0.013254999999999998 -0.16186499999999995 0.51905000000000012 0.26959000000000005 0.099745000000000014 -0.13033499999999998 0.081540000000000015 -0.038779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 6 7 -5 -7 -1
right_child=-2 -3 3 4 -6 8 -8 -9 -10 -11
leaf_value=0.019119859763209502 -0.012332401264567366 -0.0081732276526801963 0.017074666945482105 -0.0016914367419432023 0.015885620686194549 -0.0092184132713803019 -0.006139283882711114 0.0053725726438409848 0.0036592128698619076 0.0093238994015591176
leaf_weight=54 53 62 57 141 55 76 65 1684 79 55
leaf_count=54 53 62 57 141 55 76 65 1684 79 55
internal_value=0 0.00467597 0.00502833 0.00456435 0.00422393 0.00390941 0.00444776 0.00482582 -0.00264339 0.0141934
internal_weight=0 2328 2266 2157 2100 2045 1890 1825 155 109
internal_count=2381 2328 2266 2157 2100 2045 1890 1825 155 109
is_linear=0
shrinkage=0.16829


Tree=4697
num_leaves=12
num_cat=0
split_feature=3 14 14 157 15 15 1447 16 3 12 157
split_gain=0.602259 0.40508 0.40602 0.394178 1.0441 0.339764 0.259427 0.310575 0.506068 0.37549 0.139264
threshold=0.31343500000000007 -1.0000000180025095e-35 0.019675000000000002 -0.079969999999999986 -0.0070899999999999991 -0.41971499999999995 -0.085024999999999989 -0.039889999999999988 -0.038414999999999998 0.023990000000000004 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -5 -7 9 -9 -8 -3
right_child=-2 2 -4 5 -6 6 7 8 -10 -11 -12
leaf_value=0.014455993801919909 -0.010503750218434471 -0.0002664979635026933 0.014487056651153249 -0.0085030169542871965 -0.019765517343292467 -0.0049362729423497497 -0.0039049999565622193 0.0050133716592487875 0.015831026704486675 0.0044585132176917187 0.0095337823634657048
leaf_weight=102 83 90 93 60 75 81 184 506 162 870 75
leaf_count=102 83 90 93 60 75 81 184 506 162 870 75
internal_value=0 0.00408277 0.00360013 0.00311783 -0.00329735 0.00394523 0.00436048 0.00479882 0.0076395 0.00299676 0.00417729
internal_weight=0 2298 2196 2103 240 1863 1803 1722 668 1054 165
internal_count=2381 2298 2196 2103 240 1863 1803 1722 668 1054 165
is_linear=0
shrinkage=0.16829


Tree=4698
num_leaves=12
num_cat=0
split_feature=3 1186 51 40 4 50 1209 133 447 50 132
split_gain=0.416799 0.438452 0.245566 0.3681 0.376688 0.340963 0.206291 0.19696 0.182803 0.0667674 0.0570275
threshold=0.31370500000000007 0.062435000000000011 0.10174000000000001 -0.082294999999999993 -0.49862999999999996 0.092620000000000022 -0.083969999999999989 -0.24124499999999996 0.088380000000000014 0.11690000000000002 -0.0080849999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -6 10 -9 -7 -8
right_child=-2 -3 5 4 6 9 7 8 -10 -11 -12
leaf_value=0.014679843456925554 -0.0090411179463466568 -0.0090099244748542747 -0.012380924199111387 0.015124191956896188 0.013276628256772146 0.0068032634564431744 0.0059678993432892621 0.0028970777871514001 -0.0072323991259173655 -0.0003898909692135151 0.013207182892343055
leaf_weight=94 79 78 60 81 58 63 65 1604 52 86 61
leaf_count=94 79 78 60 81 58 63 65 1604 52 86 61
internal_value=0 0.00338507 0.00382059 0.00439036 0.00388593 -0.00166402 0.00339023 0.00306744 0.00257792 0.00263945 0.00948689
internal_weight=0 2302 2224 2015 1921 209 1840 1782 1656 149 126
internal_count=2381 2302 2224 2015 1921 209 1840 1782 1656 149 126
is_linear=0
shrinkage=0.16829


Tree=4699
num_leaves=14
num_cat=0
split_feature=3 1186 42 0 474 2 0 3 1209 4 1446 2 43
split_gain=0.289156 0.306245 0.2976 0.307887 0.293102 0.341598 0.258585 0.245755 0.207089 0.285205 0.349406 0.204292 0.173601
threshold=0.31343500000000007 0.057025000000000006 0.084835000000000008 -0.023359999999999995 0.093405000000000016 -0.011974999999999998 -0.22607999999999998 0.12991000000000003 -0.033554999999999995 -0.082024999999999987 0.037915000000000011 0.11626500000000002 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 -1 -7 11 -4 -10 12 -8 -11
right_child=-2 -3 3 -5 -6 6 7 -9 9 10 -12 -13 -14
leaf_value=0.015458340020812603 -0.0072803943025475572 -0.0072044381967740143 0.011088388128890484 -0.010765110761862127 0.01696516273458069 -0.0048952350597478338 0.0044769099789874426 0.015694608990560934 -0.0079292437653808914 0.0062283986404115758 0.011465434318727614 -0.005147558792599362 -0.00057548117250200137
leaf_weight=74 83 83 63 59 55 92 891 52 89 132 99 67 542
leaf_count=74 83 83 63 59 55 92 891 52 89 132 99 67 542
internal_value=0 0.00282501 0.00320164 0.00101752 0.00494606 0.00438241 0.00363703 0.004416 0.00177101 0.00108795 0.00212848 0.00380192 0.000754364
internal_weight=0 2298 2215 984 1231 1176 1102 1010 925 862 773 958 674
internal_count=2381 2298 2215 984 1231 1176 1102 1010 925 862 773 958 674
is_linear=0
shrinkage=0.16829


Tree=4700
num_leaves=16
num_cat=0
split_feature=4 2 39 14 4 2 15 52 52 2 11 4 16 4 159
split_gain=12.8407 5.51165 3.6942 2.02884 0.93502 1.17929 1.2701 0.925639 0.678058 0.654018 0.58899 0.558903 0.488296 0.540153 0.461403
threshold=0.27161500000000005 0.14271500000000001 0.081875000000000017 0.076175000000000007 -0.46376499999999993 0.10527500000000002 0.0056700000000000006 0.044705000000000002 -0.085254999999999984 0.11215000000000001 0.079300000000000009 -0.099704999999999974 -0.51433499999999988 0.50973500000000016 0.0055900000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 11 9 12 -4 -7 -1 -6 -2 -14 -13
right_child=7 -3 8 -5 5 6 -8 -9 -10 -11 -12 14 13 -15 -16
leaf_value=0.0019216695468161724 0.0006665377660841033 0.00040592094203015049 0.0011895932891549076 0.0019945731848171515 0.001097277380865109 0.00074333941485199117 0.0015821628920794251 0.00090746601950662331 0.00071889415393936384 0.0011737862167955206 0.0014464060354726783 0.0014135320726295828 9.5124742519211379e-05 0.00055231800418006969 0.0015958345068518532
leaf_weight=61 78 64 52 67 56 60 60 71 95 110 55 1246 56 57 176
leaf_count=61 78 64 52 67 56 60 60 71 95 110 55 1246 56 57 176
internal_value=0 0.00136021 0.00139016 0.00142936 0.00140858 0.00138899 0.00116834 0.000585247 0.00088564 0.00102207 0.00169663 0.00142331 0.000465285 0.000326056 0.00143612
internal_weight=0 2102 2038 1891 1824 1708 230 262 147 170 116 1478 191 113 1422
internal_count=2364 2102 2038 1891 1824 1708 230 262 147 170 116 1478 191 113 1422
is_linear=0
shrinkage=0.0032998


Tree=4701
num_leaves=21
num_cat=0
split_feature=49 159 13 3 15 2 151 402 402 15 15 3 457 159 15 457 49 13 50 13
split_gain=0.397385 0.352717 0.31304 0.292172 0.334298 0.609738 0.271148 0.232763 0.457527 0.281846 0.397105 0.491228 0.433469 0.363324 0.193381 0.168326 0.167836 0.159988 0.14582 0.0902948
threshold=0.10931500000000001 -0.46217999999999998 -0.052454999999999995 -0.11327499999999999 -0.41971499999999995 0.12901000000000004 -0.41249499999999995 0.039875000000000008 0.090075000000000002 0.0056700000000000006 -0.010999999999999998 -0.13795999999999997 0.08426500000000002 0.082585000000000006 0.083935000000000023 -0.087474999999999983 0.14255500000000002 -0.017484999999999997 0.10883000000000001 0.0049200000000000008
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 -1 3 -3 -5 15 -2 9 -9 10 12 -12 13 -4 -11 -6 -8 -16 -17 -19
right_child=6 2 7 4 5 -7 16 8 -10 14 11 -13 -14 -15 17 18 -18 19 -20 -21
leaf_value=0.016730114725765518 0.0071038813879572924 0.01680226688194203 -0.0024868454138915015 0.01739700193186559 0.01457321061089348 -0.012626176672782772 -0.0027140466802656454 -0.016362752848974874 0.0030637227714731129 0.015948972025422586 0.0034476316395542924 -0.015954683474893892 0.016915133959614304 0.010678401289224275 -0.002195208116645211 0.0058902779439604152 -0.014531613000849182 0.0091684606584261346 -0.0019345923223234095 0.0026541490893436858
leaf_weight=66 54 70 222 63 58 54 100 54 94 54 70 78 58 81 68 725 52 176 74 93
leaf_count=66 54 70 222 63 58 54 100 54 94 54 70 78 58 81 68 725 52 176 74 93
internal_value=0 0.00460785 0.00422455 0.00628802 0.00553053 0.00470793 -0.00312349 0.00216724 -0.00401218 0.00318541 0.000571351 -0.00676577 0.00358435 0.00102665 0.00658376 0.00580226 -0.00676872 0.00507778 0.00516332 0.00692298
internal_weight=0 2158 2092 1044 974 911 206 1048 148 900 509 148 361 303 391 857 152 337 799 269
internal_count=2364 2158 2092 1044 974 911 206 1048 148 900 509 148 361 303 391 857 152 337 799 269
is_linear=0
shrinkage=0.16829


Tree=4702
num_leaves=19
num_cat=0
split_feature=4 3 150 49 43 14 13 3 4 4 49 481 3 13 4 16 3 48
split_gain=21.1911 7.4663 3.74886 2.50236 1.9562 1.68134 1.20986 1.20528 1.02171 1.28699 0.846684 0.719572 0.647721 0.575216 0.393328 0.395757 0.506447 0.298701
threshold=0.30163500000000004 -0.065259999999999999 0.089155000000000012 0.13022500000000004 -0.071614999999999984 -0.42214499999999994 -0.10278499999999999 0.11924500000000002 -0.21586499999999997 -1.0000000180025095e-35 0.10969000000000002 -0.084999999999999992 -0.0035149999999999995 -1.0000000180025095e-35 0.06301000000000001 -0.096494999999999984 -0.15500999999999998 0.081275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 17 -2 -1 13 -6 -10 11 -8 -11 -7 15 -13 -17 -3
right_child=5 2 -4 -5 8 7 10 -9 9 12 -12 14 -14 -15 -16 16 -18 -19
leaf_value=0.0027457247504299918 0.0016989272573428686 0.001876003682878849 0.0012296032267690117 0.001322027525359379 0.002621009680186524 0.0010176764736306999 0.0026347444555368197 0.0006292415071316263 0.0018404115162972091 0.0021053853885710768 0.002011668091111874 0.0025419560702412552 0.0025644505022266138 0.0014561432092806159 0.0020995607998968674 0.0020660026949276791 0.0023317165561158584 0.0015192080882139112
leaf_weight=74 55 54 82 53 58 75 82 55 99 68 98 91 69 59 91 87 1062 52
leaf_count=74 55 54 82 53 58 75 82 55 99 68 98 91 69 59 91 87 1062 52
internal_value=0 0.00221736 0.00187996 0.0019976 0.00208703 0.00119014 0.00233122 0.00104189 0.00222598 0.00212875 0.0023109 0.00233163 0.00233685 0.001211 0.00231293 0.00232856 0.00231163 0.0017013
internal_weight=0 2120 535 453 400 244 1585 189 294 236 1511 1413 137 134 1331 1240 1149 106
internal_count=2364 2120 535 453 400 244 1585 189 294 236 1511 1413 137 134 1331 1240 1149 106
is_linear=0
shrinkage=0.0032998


Tree=4703
num_leaves=19
num_cat=0
split_feature=4 39 11 0 13 0 0 4 12 43 4 4 13 39 15 4 15 43
split_gain=12.1176 2.59052 1.1637 1.62614 1.32314 0.985284 0.967184 0.823962 0.740222 0.585238 0.632049 0.558689 0.550043 0.837489 0.335518 0.281865 0.386615 0.162999
threshold=0.27161500000000005 0.085495000000000015 1.0000000180025095e-35 -0.086084999999999981 -0.13992499999999999 -0.10946999999999998 -0.069389999999999993 0.053455000000000009 0.091325000000000003 0.065040000000000014 -0.17689999999999997 -0.0086449999999999982 -0.10899499999999999 0.088655000000000012 -0.42759999999999992 0.032965000000000001 -0.081479999999999983 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -3 11 9 10 -7 -6 -2 14 -14 16 -10 -17
right_child=12 6 3 -5 5 8 -8 -9 15 -11 -12 -13 13 -15 -16 17 -18 -19
leaf_value=0.00083813500322785228 0.0002412326361245126 0.0011170174453843645 0.0019904361236466181 0.0012537004867752383 0.0011111708956567615 0.001703563011559623 0.00057277112196460088 0.0013350534042221314 0.001478767628489477 0.0010654677811567459 0.0013607665370621983 0.00064043642413141595 0.00095280082656324175 0.00031323201908757309 0.00059829606283905601 0.0012048640624178861 0.001212468264758785 0.0009617209247722141
leaf_weight=78 68 66 59 74 54 64 78 67 71 68 826 57 54 75 65 58 414 68
leaf_count=78 68 66 59 74 54 64 78 67 71 68 826 57 54 75 65 58 414 68
internal_value=0 0.0012503 0.00128175 0.00158079 0.00125994 0.00127875 0.000822462 0.0010451 0.00130524 0.00136278 0.00138546 0.00086976 0.00049749 0.000587131 0.00075946 0.00121496 0.00125152 0.00107392
internal_weight=0 2102 1958 133 1825 1747 144 178 1569 958 890 111 262 194 119 611 485 126
internal_count=2364 2102 1958 133 1825 1747 144 178 1569 958 890 111 262 194 119 611 485 126
is_linear=0
shrinkage=0.0032998


Tree=4704
num_leaves=12
num_cat=0
split_feature=2 14 483 49 483 159 52 457 1456 49 3
split_gain=0.324682 0.284896 0.234708 0.24342 0.208855 0.345596 0.305414 0.260625 0.211469 0.161083 0.0924741
threshold=0.14461000000000004 -0.10708499999999999 0.11579500000000002 0.11580500000000001 0.095790000000000014 0.10389500000000002 -0.074744999999999992 -0.085584999999999981 -0.082149999999999987 0.13302000000000003 0.102425
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 -9 -5 -2
right_child=10 2 -4 9 -6 6 -8 8 -10 -11 -12
leaf_value=0.01590210689968316 0.0015142964088250832 0.014246244921946368 0.017086452080463499 -0.0080897604402822114 -0.0032686391662887552 0.0073077357532829214 0.024761874703708529 0.013648970981028729 0.0049256607073158154 0.0036739603834532487 -0.008238440817946573
leaf_weight=84 58 99 52 57 65 62 53 83 1621 78 52
leaf_count=84 58 99 52 57 65 62 53 83 1621 78 52
internal_value=0 0.00627305 0.00589948 0.00562397 0.00609487 0.00641313 0.0153674 0.00584101 0.00535162 -0.00127964 -0.00307976
internal_weight=0 2254 2170 2118 1983 1918 115 1803 1704 135 110
internal_count=2364 2254 2170 2118 1983 1918 115 1803 1704 135 110
is_linear=0
shrinkage=0.16829


Tree=4705
num_leaves=22
num_cat=0
split_feature=1 4 47 12 41 1 12 12 1 12 16 49 13 4 1 12 15 49 1447 4 13
split_gain=25.446 6.827 4.49256 2.84611 1.87001 1.45318 2.04945 1.17375 1.11538 0.852127 0.671818 0.538933 0.497937 1.22339 0.469591 0.410323 0.274585 0.250491 0.296416 0.221464 0.164437
threshold=0.10312500000000001 -0.37626499999999991 0.084210000000000021 0.077755000000000005 0.078065000000000009 0.11869500000000001 -1.0000000180025095e-35 0.11769500000000001 0.088415000000000007 0.088395000000000015 0.19578000000000004 -1.0000000180025095e-35 -0.15714499999999998 0.50373500000000015 0.09202500000000001 0.092755000000000018 -0.032264999999999995 -0.077234999999999984 -0.085539999999999991 -0.064534999999999995 -0.006219999999999999
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 5 8 7 6 -3 10 16 -4 14 -10 -7 -14 17 -12 -1 -5 -19 -16 -8
right_child=1 2 9 4 -6 12 20 -9 11 -11 15 -13 13 -15 19 -17 -18 18 -20 -21 -22
leaf_value=0.0019445294301203831 0.0021488182098080171 0.00048756906143536009 0.0012037683889116015 0.0018020734633475491 0.0025664538911959953 0.00081993850377444781 0.0011208016463578085 0.0014977240259889315 0.0011632100208642691 0.0017557761422509412 0.001980518485473733 0.0016117677927785972 0.00082914985784346342 0.0001574019973374416 0.0019485898161078711 0.0016450986367542127 0.0016561212038665087 0.0018278022958187522 0.0020533234948679744 0.0016526821426224227 0.0013795474740802708
leaf_weight=77 61 56 55 54 58 62 52 58 63 70 69 56 53 67 59 100 73 71 998 57 61
leaf_count=77 61 56 55 54 58 62 52 58 63 70 69 56 53 67 59 100 73 71 998 57 61
internal_value=0 0.00110901 0.000975679 0.00192803 0.00198336 0.000784163 0.00100478 0.00196027 0.0016144 0.00151317 0.0019793 0.00137459 0.000579107 0.000454384 0.00200614 0.00178225 0.00180441 0.00202705 0.00203838 0.00180349 0.00126079
internal_weight=0 537 476 1793 1524 351 169 1466 269 125 1408 119 182 120 1239 169 150 1123 1069 116 113
internal_count=2330 537 476 1793 1524 351 169 1466 269 125 1408 119 182 120 1239 169 150 1123 1069 116 113
is_linear=0
shrinkage=0.0032998


Tree=4706
num_leaves=15
num_cat=0
split_feature=10 0 12 1 474 1456 481 1 43 43 52 16 1213 2
split_gain=0.592841 0.396179 0.901789 0.444444 0.407522 0.441338 0.362884 0.394983 0.321741 0.368732 0.305349 0.266699 0.243856 0.208688
threshold=0.046740000000000011 0.14486500000000005 -0.14718499999999998 0.085595000000000018 0.089190000000000005 -1.0000000180025095e-35 -0.086354999999999987 0.079020000000000021 -0.082094999999999987 -0.22778999999999996 0.088635000000000005 -0.021919999999999999 0.032650000000000005 0.091335000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 10 9 -7 12 -12 -8 -10
right_child=-2 -3 3 4 -6 8 7 -9 13 -11 11 -13 -14 -15
leaf_value=0.027960379436381414 -0.011837486904669342 -0.007903659857371308 -0.0035650546071575341 0.019242597773768112 -0.0085696185976841203 0.0085594535381697395 0.0087482328913896755 0.020722037421358853 0.0080214357744511564 -0.0085085349753011696 0.0059916979097011606 -0.0066218502777087296 0.017533114135571952 0.0018282285257550169
leaf_weight=55 52 54 70 53 75 52 666 75 331 115 281 57 104 290
leaf_count=55 52 54 70 53 75 52 666 75 331 115 281 57 104 290
internal_value=0 0.00632398 0.00667024 0.00612956 0.00330876 0.00437021 0.00819025 0.00888735 0.00336762 -0.00318319 0.00808464 0.00385925 0.0099371 0.00513217
internal_weight=0 2278 2224 2169 916 841 1253 1183 788 167 1108 338 770 621
internal_count=2330 2278 2224 2169 916 841 1253 1183 788 167 1108 338 770 621
is_linear=0
shrinkage=0.16829


Tree=4707
num_leaves=26
num_cat=0
split_feature=1 1 47 15 155 10 2 2 0 0 0 2 1 51 151 0 0 13 13 13 13 49 15 0 13
split_gain=11.7459 2.5445 2.19188 1.59314 1.70555 1.27727 0.982071 0.895173 0.930793 0.765845 0.598719 0.404557 0.358856 0.245557 0.228212 0.211185 0.276395 0.219615 0.207278 0.188932 0.172988 0.158257 0.118267 0.100974 0.114986
threshold=0.11695500000000002 0.090785000000000018 0.085505000000000012 0.022565000000000005 0.098655000000000007 -0.005834999999999999 0.099325000000000011 1.0000000180025095e-35 -0.07304999999999999 -0.037224999999999994 -0.026509999999999995 0.13538500000000001 0.10871500000000002 -0.17169499999999996 1.0000000180025095e-35 -0.085669999999999982 -0.087614999999999985 -0.085034999999999986 -0.0046699999999999997 -0.08459499999999999 -0.070004999999999998 -0.020999999999999994 0.090310000000000015 -0.082784999999999984 -0.059914999999999989
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=1 6 5 4 7 -2 10 8 -3 13 14 -7 21 -8 15 16 18 -18 -1 -17 -5 -9 -21 -15 -25
right_child=2 3 -4 20 -6 11 9 12 -10 -11 -12 -13 -14 23 -16 19 17 -19 -20 22 -22 -23 -24 24 -26
leaf_value=0.0012754873839558969 -0.00012979002045985128 0.0011893177638896578 0.00093936528983338955 0.0011637252037644034 0.0014189784667346752 0.00061734261894896218 0.0010068977905579456 0.0004073397529240657 0.00065076336236367244 0.00074444982599775012 0.0016275244097282715 0.00026461740938632549 0.00084804832319707079 0.0011452208607446632 0.0010912224616188388 0.0011383281470577565 0.001622348687408846 0.0013615786527560441 0.001453134454449549 0.0013362115567742952 0.0014086180268701274 0.0006597806154605869 0.0012152220866104471 0.0014334816122615658 0.001210144490075792
leaf_weight=310 53 101 86 52 61 84 61 52 54 52 68 62 68 63 53 101 71 76 98 312 90 59 135 52 56
leaf_count=310 53 101 86 52 61 84 61 52 54 52 68 62 68 63 53 101 71 76 98 312 90 59 135 52 56
internal_value=0 0.00121424 0.000498964 0.00101887 0.000910816 0.000308463 0.00128379 0.000817902 0.00100192 0.00110821 0.0013245 0.000467797 0.00065836 0.00118959 0.00130664 0.00131696 0.00136321 0.00148777 0.00131824 0.00127006 0.00131919 0.000541837 0.00129975 0.00125455 0.001318
internal_weight=0 2045 285 537 395 199 1508 334 155 284 1224 146 179 232 1156 1103 555 147 408 548 142 111 447 171 108
internal_count=2330 2045 285 537 395 199 1508 334 155 284 1224 146 179 232 1156 1103 555 147 408 548 142 111 447 171 108
is_linear=0
shrinkage=0.0032998


Tree=4708
num_leaves=24
num_cat=0
split_feature=4 159 4 16 16 16 160 4 0 40 16 0 4 159 4 160 16 475 402 160 16 50 42
split_gain=0.571023 0.420038 0.422179 0.296821 0.339107 0.335931 0.325638 0.31711 0.409732 0.247122 0.264519 0.235625 0.235615 0.231054 0.415459 0.215928 0.215032 0.201947 0.180043 0.147111 0.147292 0.114179 0.0479732
threshold=0.27161500000000005 0.10579500000000001 0.51224500000000017 -0.011694999999999999 -0.018199999999999997 0.062365000000000011 -0.52336499999999997 -0.49862999999999996 -0.023359999999999995 -0.0095299999999999985 -0.097499999999999989 -0.14097999999999997 0.066275000000000014 0.077610000000000012 -0.082509999999999986 0.022560000000000004 -0.44470499999999996 -1.0000000180025095e-35 0.0064150000000000014 0.030935000000000004 0.41134500000000007 0.090390000000000012 0.088345000000000021
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 16 4 6 13 -1 -7 19 -8 12 -12 21 14 -5 17 -2 -16 -13 20 22 -11 -9
right_child=1 -3 -4 5 -6 7 9 8 -10 10 11 18 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.003311607523400993 0.0020369547852779725 -0.014998969706654937 0.014595827354289685 -0.015508487487580045 0.019325839509262695 0.015683433850245912 -0.0006332682852240051 0.017483826975867981 -0.0071663667569023745 0.023096993220651015 -0.003331774012626174 0.0070157900139729825 0.0080267562057710767 0.007457443755712086 -0.0035742977727267981 -0.0077161819496514589 -0.010904429483096664 0.00898263905800358 0.01351782310505297 0.00064529184971692485 0.0049445275980126583 0.012756027677744005 0.010631215681115351
leaf_weight=72 100 53 54 53 75 99 80 53 65 76 52 586 102 96 57 57 57 99 153 67 103 52 69
leaf_count=72 100 53 54 53 75 99 80 53 65 76 52 586 102 96 57 57 57 99 153 67 103 52 69
internal_value=0 -0.00160163 0.00175506 0.00670485 0.0083394 0.00420886 0.00763541 0.00724771 0.00490335 0.00835293 0.0090588 0.00759321 0.0140913 0.000375954 -0.00217302 0.00113676 -0.00265007 0.00438301 0.00836438 0.00759626 0.00965812 0.01891 0.0136229
internal_weight=0 264 211 2066 1248 818 1173 456 357 1101 1021 791 230 362 266 213 157 156 739 292 225 128 122
internal_count=2330 264 211 2066 1248 818 1173 456 357 1101 1021 791 230 362 266 213 157 156 739 292 225 128 122
is_linear=0
shrinkage=0.16829


Tree=4709
num_leaves=19
num_cat=0
split_feature=4 2 40 2 155 2 16 16 2 4 124 52 2 11 1429 15 1446 42
split_gain=19.2772 7.70272 4.71312 1.91017 1.59875 1.59526 1.37956 1.51737 0.79646 0.649074 0.627646 0.577917 0.516949 0.372437 0.301126 0.279368 0.244159 0.183749
threshold=0.30163500000000004 0.14234000000000005 -0.010334999999999999 0.09857500000000001 0.090695000000000012 0.13538500000000001 -0.015159999999999998 0.26538000000000006 0.10713500000000002 0.00077000000000000018 -0.043384999999999993 -0.040589999999999994 0.074875000000000011 0.075910000000000019 0.086370000000000016 -0.075694999999999985 0.088500000000000009 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 9 6 8 15 -8 -2 13 -1 -11 -13 14 16 -5 -4 -14
right_child=5 -3 3 4 -6 -7 7 -9 -10 11 -12 12 17 -15 -16 -17 -18 -19
leaf_value=0.00063471111263857993 0.00032288662184434835 0.00021024705938844563 0.0014851216198575145 0.0011465249168798061 0.0016126881903417792 -2.4704845163430359e-05 0.00047536164643747244 0.0011594260102476201 0.00078627587739670283 0.0010580000821567856 0.0010739183812806495 0.0011803953264906994 0.0016714934358022628 0.0017686480132819338 0.0012378219749767303 0.0014193277401080722 0.0017170868164514876 0.0014011302434239876
leaf_weight=93 87 65 1054 75 84 82 63 81 76 71 58 68 62 54 53 96 54 54
leaf_count=93 87 65 1054 75 84 82 63 81 76 71 58 68 62 54 53 96 54 54
internal_value=0 0.00132897 0.00136496 0.00141029 0.0012073 0.000350295 0.00109909 0.000860393 0.000539162 0.00146536 0.000803647 0.00131288 0.00141104 0.00149733 0.00148468 0.00129988 0.00149646 0.00154594
internal_weight=0 2085 2020 1869 399 245 315 144 163 1470 151 255 184 1215 1161 171 1108 116
internal_count=2330 2085 2020 1869 399 245 315 144 163 1470 151 255 184 1215 1161 171 1108 116
is_linear=0
shrinkage=0.0032998


Tree=4710
num_leaves=14
num_cat=0
split_feature=30 14 150 3 158 1 1 47 150 39 13 13 150
split_gain=0.488016 0.45134 0.374746 0.353375 0.258911 0.230675 0.607348 0.595072 0.324951 0.216512 0.183398 0.42088 0.114059
threshold=0.086065000000000016 -0.31455999999999995 0.09487000000000001 -0.026769999999999999 0.085900000000000018 0.11646000000000002 0.10962000000000001 0.11402500000000002 0.083205000000000015 0.083495000000000014 -0.085164999999999977 -0.074749999999999997 0.11174500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 12 5 6 8 -7 9 -3 -6 -12 -4
right_child=-2 2 3 -5 10 7 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.0069613875822576755 -0.0082625158126231422 0.0070735360630373697 0.00070825058387754593 -0.0090209258632540975 0.021554116636742747 -0.0065391055266223411 0.024905853558377423 0.015616328348310202 0.01737519537683354 -0.0031316434724242958 -0.0017361779182659208 0.016691024866686489 0.011537307473787077
leaf_weight=65 62 1521 57 74 58 101 57 52 85 61 53 103 54
leaf_count=65 62 1521 57 74 58 101 57 52 85 61 53 103 54
internal_value=0 0.00685185 0.00724713 -3.08344e-06 0.00788945 0.00725506 0.00781099 0.000979104 0.00722538 0.0066789 0.0134453 0.010419 0.00599263
internal_weight=0 2341 2276 185 2091 1877 1724 153 1667 1582 214 156 111
internal_count=2403 2341 2276 185 2091 1877 1724 153 1667 1582 214 156 111
is_linear=0
shrinkage=0.16829


Tree=4711
num_leaves=25
num_cat=0
split_feature=1 52 1 124 12 2 47 159 155 52 12 150 41 0 43 16 2 159 3 12 1211 2 12 0
split_gain=23.0412 7.09444 3.25092 2.33087 2.27524 1.24731 0.698361 0.541283 0.565863 0.873973 0.587867 0.486749 0.533316 0.453276 0.407992 0.396034 0.324349 0.505176 0.40339 0.280253 0.248827 0.244006 0.188492 0.0965417
threshold=0.10538500000000002 -0.40011499999999994 0.13662500000000002 -0.082254999999999981 0.089435000000000014 0.091955000000000023 1.0000000180025095e-35 0.087735000000000021 0.083165000000000003 0.026115000000000003 0.054520000000000006 0.088985000000000009 0.075585000000000013 -0.054759999999999996 0.053790000000000011 -0.043889999999999992 0.074875000000000011 -0.023859999999999996 -0.072739999999999985 0.090135000000000007 0.077345000000000011 0.096930000000000016 0.08870500000000002 -0.094124999999999986
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 4 -1 6 11 15 8 9 10 -7 12 16 -4 19 23 18 -18 22 -11 -19 -12 -5 -3
right_child=1 2 13 5 -6 7 -8 -9 -10 14 21 -13 -14 -15 -16 -17 17 20 -20 -21 -22 -23 -24 -25
leaf_value=0.00073236797504363149 0.0015663823698406454 0.00052628815729042155 0.00011220756254456078 0.0014963298646674635 0.0010160059394292158 0.00070351251883228713 0.00070880499793462648 0.0014803027148685875 0.0014529919486023248 0.0015460370201201058 0.0012614839500552592 0.0011536774920101903 0.0017373194667175582 -0.0002802391443155054 0.0010295229361748336 0.00011651755243056036 0.0016567894288509065 0.001377278135688591 0.0010333601423738522 0.0012597098366129232 0.0016195746050105741 0.00099289716491621433 0.0012964918907063215 0.00032427581214504019
leaf_weight=75 62 52 70 76 85 61 57 70 68 55 57 90 52 59 60 81 95 596 52 127 52 113 184 54
leaf_count=75 62 52 70 76 85 61 57 70 68 55 57 90 52 59 60 81 95 596 52 127 52 113 184 54
internal_value=0 0.000518636 0.000376724 0.00130344 0.000550818 0.00132711 0.00038862 0.00120536 0.00116972 0.00112892 0.000983059 0.00138922 0.00140834 -6.70105e-05 0.001268 0.000290836 0.00139209 0.00143007 0.00130154 0.00134643 0.00139678 0.00108316 0.00135504 0.000423709
internal_weight=0 520 458 1883 329 1808 244 611 541 473 231 1197 1107 129 242 187 1055 743 312 182 648 170 260 106
internal_count=2403 520 458 1883 329 1808 244 611 541 473 231 1197 1107 129 242 187 1055 743 312 182 648 170 260 106
is_linear=0
shrinkage=0.0032998


Tree=4712
num_leaves=14
num_cat=0
split_feature=2 0 2 1375 0 0 2 16 11 41 15 128 49
split_gain=0.471022 0.451299 0.246548 0.184879 0.182133 0.177048 0.86788 0.336668 0.251423 0.171068 0.194234 0.156232 0.0403063
threshold=-0.0091949999999999983 0.0037850000000000002 0.17000000000000001 -0.096099999999999977 -0.18901999999999997 -0.048199999999999993 0.09857500000000001 0.053535000000000006 0.080150000000000013 1.0000000180025095e-35 -0.24269999999999997 0.10378000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 12 9 -7 -8 -9 10 -6 -12 -5
right_child=2 -3 -4 4 5 6 7 8 -10 -11 11 -13 -14
leaf_value=0.0048666802176451293 -0.002702512371781159 -0.014096261305000267 -0.0041959514544573605 0.010725414924401752 -0.0032442376684749413 0.024863268861616657 -0.0054843150867951058 0.016110282239173376 0.0010391314074482112 0.013964557754762089 0.0066926074451207039 -0.0013065910759080342 0.017279050484881528
leaf_weight=85 53 61 56 56 62 87 63 72 56 80 1545 72 55
leaf_count=85 53 61 56 56 62 87 63 72 56 80 1545 72 55
internal_value=0 -0.00304389 0.00681095 0.00709181 0.00733432 0.00697081 0.0109263 0.00456869 0.00953069 0.00634464 0.00598051 0.00633532 0.0139889
internal_weight=0 146 2257 2201 2148 2037 278 191 128 1759 1679 1617 111
internal_count=2403 146 2257 2201 2148 2037 278 191 128 1759 1679 1617 111
is_linear=0
shrinkage=0.16829


Tree=4713
num_leaves=21
num_cat=0
split_feature=4 3 12 4 3 43 15 43 3 4 3 4 49 4 15 4 4 4 4 3
split_gain=19.1608 9.08275 5.68076 1.78455 2.59848 1.2668 1.17959 1.12496 0.639284 0.61137 0.587898 0.521111 0.493042 0.48974 0.429856 0.36467 0.258048 0.279056 0.2326 0.171959
threshold=0.30163500000000004 0.25468500000000005 -1.0000000180025095e-35 -0.060264999999999992 0.092330000000000009 -0.049364999999999992 -0.42443999999999993 -0.085594999999999991 -0.016164999999999995 0.42098500000000005 -0.14162499999999997 -0.093344999999999997 -0.046739999999999997 0.51400500000000016 0.029300000000000003 -0.0086449999999999982 0.053255000000000004 0.066275000000000014 0.016695000000000005 -0.081024999999999986
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 2 5 8 12 7 13 -1 10 -8 14 -12 15 -2 -4 -5 18 -18 -14 -13
right_child=6 -3 3 4 -6 -7 9 -9 -10 -11 11 19 16 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0013061961419256756 0.0011237139858247375 0.00030261956544006072 0.0018278869363348466 0.0012586358585290648 0.00093133787525652304 0.0015082418165051333 0.00063473422721614095 0.00069782130754310909 0.0020627288957301058 0.00016779334720832902 0.0014442368220900586 0.0018041291480981735 0.0016938251889787688 0.0007146508595497654 0.0022090663277663774 0.0016143268177054148 0.0013953097442160241 0.0016761770506417222 0.0019268137868266673 0.001686372447142172
leaf_weight=56 54 56 86 57 59 64 71 82 97 54 61 449 516 80 54 74 66 101 54 212
leaf_count=56 54 56 86 57 59 64 71 82 97 54 61 449 516 80 54 74 66 101 54 212
internal_value=0 0.00161485 0.00165003 0.00170639 0.00160281 0.0011236 0.000664422 0.000944953 0.00180648 0.000433298 0.0017776 0.00173924 0.00164842 0.00087976 0.00197516 0.00145983 0.00168189 0.00156539 0.00171596 0.00176641
internal_weight=0 2144 2088 1886 927 202 259 138 959 125 862 722 868 134 140 131 737 167 570 661
internal_count=2403 2144 2088 1886 927 202 259 138 959 125 862 722 868 134 140 131 737 167 570 661
is_linear=0
shrinkage=0.0032998


Tree=4714
num_leaves=19
num_cat=0
split_feature=2 13 151 155 156 2 133 13 16 13 1 133 2 156 16 43 16 16
split_gain=0.36898 0.3856 0.348632 0.196626 0.258888 0.230084 0.260302 0.312966 0.542325 0.410553 0.292756 0.215813 0.193213 0.175063 0.20233 0.525592 0.201977 0.0769473
threshold=-0.0091949999999999983 -0.009329999999999998 0.086470000000000005 0.083440000000000014 0.11048500000000001 0.089005000000000015 0.09606000000000002 -0.10899499999999999 0.24579500000000001 -0.39067499999999994 0.12419000000000001 0.12560000000000002 0.087910000000000016 0.087380000000000013 -0.0090499999999999973 -0.030304999999999995 -0.046599999999999996 -0.079714999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 12 7 9 10 -7 -9 -8 13 14 16 -16 -2 -13
right_child=2 -3 -4 4 -6 6 11 8 -10 -11 -12 17 -14 -15 15 -17 -18 -19
leaf_value=0.0057593956104590753 0.0083689012421171629 -0.011665559157733417 -0.0041868964455792045 0.01944553765702926 0.0055056907433434542 0.0046261777016237795 0.016559589084760028 0.0058442684999951483 -0.0067914283725927184 -0.014010731736066024 0.019116325221196249 0.010525985040445416 0.015558254307573353 -0.00050843177514603595 0.0073046893360647477 0.027030072899619978 0.00028625360050010584 0.0020123535474721147
leaf_weight=82 570 64 78 83 70 74 89 513 93 61 52 53 102 66 122 56 104 71
leaf_count=82 570 64 78 83 70 74 89 513 93 61 52 53 102 66 122 56 104 71
internal_value=0 -0.00186664 0.00685346 0.00724949 0.0130796 0.00680832 0.0049982 0.00359173 0.00510723 -0.00378164 0.00706895 0.0102261 0.00859184 0.00781584 0.00846278 0.0135205 0.00712439 0.00566573
internal_weight=0 146 2257 2179 153 2026 1006 793 658 135 565 213 1020 918 852 178 674 124
internal_count=2403 146 2257 2179 153 2026 1006 793 658 135 565 213 1020 918 852 178 674 124
is_linear=0
shrinkage=0.16829


Tree=4715
num_leaves=25
num_cat=0
split_feature=4 3 39 0 3 376 3 0 4 3 4 4 157 12 51 4 0 156 3 0 0 12 0 52
split_gain=16.6783 5.48161 2.24101 1.2545 1.19155 0.939548 0.75712 0.71837 1.33256 0.616197 0.574241 0.603195 0.512781 0.566277 0.77042 0.480373 0.455224 0.442772 0.405039 0.29876 0.275239 0.198058 0.170279 0.165232
threshold=0.27552000000000004 0.149315 0.081875000000000017 -0.10803999999999998 -0.080339999999999981 0.083960000000000021 0.0012800000000000001 -0.07409499999999998 -0.49269499999999994 0.11745500000000002 -0.082249999999999976 -0.083709999999999993 -0.078969999999999985 0.094435000000000005 0.093530000000000016 -0.0021099999999999995 -0.097074999999999981 0.083125000000000018 -0.107915 -0.087344999999999992 -0.059114999999999994 0.097610000000000016 -0.067969999999999989 -0.16371499999999997
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 2 4 9 7 15 -5 10 -9 -2 11 19 -6 14 17 -4 -12 -14 -10 -1 21 -15 -20 -18
right_child=3 -3 5 6 12 -7 -8 8 18 -11 16 -13 13 20 -16 -17 23 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0018003082408074554 0.0010157458046420526 0.00050347045322420014 0.0010157513011363312 0.00046945401612431148 0.0010719868913697814 0.0007241826449955075 -2.7103409197835868e-05 0.0017748895645747346 0.00099788978999819475 0.00052157409129023895 0.0012741707328670991 0.0019797999126038991 0.0013245756586737001 0.0011853372632798251 0.0017910940713645699 0.0014637234629543473 0.0013713166540751257 0.0016474036445016226 0.0011997836582589942 0.0015351982528329414 0.0010619116607303283 0.0013967198723329644 0.0014672419519847673 0.0015595829807459869
leaf_weight=65 53 74 53 93 69 61 52 61 65 58 85 59 236 81 64 53 61 59 56 182 61 133 53 457
leaf_count=65 53 74 53 93 69 61 52 61 65 58 85 59 236 81 64 53 61 59 56 182 61 133 53 457
internal_value=0 0.00138625 0.00141867 0.000493636 0.00145182 0.00105184 0.000291135 0.00151776 0.00135399 0.000757847 0.00156006 0.00167747 0.00134446 0.00137406 0.00146099 0.00124007 0.00150042 0.00138926 0.00120624 0.00160511 0.00126045 0.00131688 0.00133016 0.00153748
internal_weight=0 2088 2014 256 1847 167 145 1144 235 111 909 306 703 634 359 106 603 295 174 247 275 214 109 518
internal_count=2344 2088 2014 256 1847 167 145 1144 235 111 909 306 703 634 359 106 603 295 174 247 275 214 109 518
is_linear=0
shrinkage=0.0032998


Tree=4716
num_leaves=27
num_cat=0
split_feature=1213 1 4 0 52 15 2 2 156 0 4 2 16 16 151 12 0 52 155 403 16 52 4 15 4 16
split_gain=0.610675 0.434052 0.469038 0.758739 0.636913 0.432713 0.617097 0.424263 0.310487 0.275532 0.271281 0.258583 0.285441 0.305818 0.424091 0.358241 0.463893 0.24033 0.211116 0.200799 0.182877 0.181028 0.207698 0.0911247 0.0775026 0.0505168
threshold=-0.082994999999999985 0.089625000000000024 -0.15805499999999997 -0.023359999999999995 -0.091234999999999983 0.046165000000000005 0.13194500000000003 1.0000000180025095e-35 0.088305000000000008 -0.078269999999999992 -0.019794999999999997 0.080060000000000006 -0.011859999999999997 1.0000000180025095e-35 -0.081779999999999978 0.093105000000000007 -0.067094999999999988 -0.0059799999999999992 0.080580000000000013 -0.062444999999999994 -0.073029999999999984 0.08321000000000002 -0.082184999999999994 -0.087044999999999997 -0.015464999999999998 -0.086774999999999977
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=19 8 18 4 24 6 7 -6 11 -7 -10 20 17 14 -14 16 -15 -13 -3 -1 -2 23 -23 -19 -4 -21
right_child=1 2 3 -5 5 9 -8 -9 10 -11 -12 12 13 15 -16 -17 -18 21 -20 25 -22 22 -24 -25 -26 -27
leaf_value=0.02199170357339985 0.0082926598980601028 0.01926098199519554 0.0090806455928267929 -0.015892902921660811 0.0046927370321456149 -0.018825361244458119 0.013662564357966762 -0.0072781519245992106 -0.0097247837210226173 -0.002409109004526518 0.0061400628109963924 0.016981257585366331 0.0062488399043060571 0.0042064365593347981 -0.01353434392449287 -0.0020669925152173741 0.022333892447296878 0.0073205091672373422 0.0048748237512969937 0.0068512765569823924 0.022038594928368498 0.01491847884973907 0.0065696506109460748 -0.00043680317457680498 0.018327120595792373 0.013177224941896949
leaf_weight=61 58 52 53 78 160 52 97 176 61 66 61 83 58 117 65 102 61 73 66 64 53 126 260 103 52 86
leaf_count=61 58 52 53 78 160 52 97 176 61 66 61 83 58 117 65 102 61 73 66 64 53 126 260 103 52 86
internal_value=0 0.00432779 0.00138143 -0.000199364 0.0016639 -0.000622084 0.00183638 -0.00157238 0.00628604 -0.00965862 -0.00177763 0.00713639 0.00631533 0.00279501 -0.00419108 0.00587031 0.0104287 0.00851206 0.0112297 0.0138237 0.0148722 0.00725808 0.00929957 0.00277051 0.013677 0.0104901
internal_weight=0 2133 852 734 656 551 433 336 1281 118 122 1159 1048 403 123 280 178 645 118 211 111 562 386 176 105 150
internal_count=2344 2133 852 734 656 551 433 336 1281 118 122 1159 1048 403 123 280 178 645 118 211 111 562 386 176 105 150
is_linear=0
shrinkage=0.16829


Tree=4717
num_leaves=24
num_cat=0
split_feature=1 155 1 49 1 1 42 159 159 1 133 133 1 131 133 1 1 1 42 49 1 160 1
split_gain=20.5094 3.72195 2.10016 0.987539 0.865575 0.738201 0.55817 0.504491 0.683215 0.447585 0.478925 0.447187 0.436734 0.435035 0.385016 0.316524 0.316168 0.268179 0.170775 0.149141 0.0960142 0.0895395 0.0182815
threshold=0.10342000000000001 0.084785000000000013 0.14262000000000002 0.12552000000000005 0.089625000000000024 0.12072500000000001 0.077855000000000021 0.088255000000000014 0.082585000000000006 1.0000000180025095e-35 -0.0068049999999999994 -0.015039999999999998 0.083250000000000005 0.090280000000000013 1.0000000180025095e-35 0.13251500000000002 0.093000000000000013 0.10871500000000002 0.085545000000000024 -0.020999999999999994 0.087615000000000012 -0.0031399999999999996 0.096860000000000016
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 5 4 7 6 17 8 9 10 11 -1 -11 16 -12 -7 -6 -2 21 -18 -14 -9 -21
right_child=1 -3 -4 -5 13 15 -8 18 -10 12 14 -13 20 -15 -16 -17 19 -19 -20 22 -22 -23 -24
leaf_value=0.0018489509149433082 0.0008756841376539921 0.0018514257627853883 0.00045531393880514945 0.0013675999597570951 0.0014158086709159332 0.00070970966731152862 0.001389913858469939 0.00147043863457374 0.0022181907877989924 0.00219786847459464 0.0015647326024429836 0.0021797306791233725 0.0017867283943792628 0.0018891931219981179 0.0017835801065097052 0.0010030479645188582 0.0015140854747635022 0.0011547471062077408 0.0018108870792991111 0.001679947019934536 0.0019699887722947869 0.0016678878442367619 0.0017880371020483603
leaf_weight=333 61 56 78 63 92 72 80 52 53 66 110 53 79 60 498 94 54 104 53 56 63 60 54
leaf_count=333 61 56 78 63 92 72 80 52 53 66 110 53 79 60 498 94 54 104 53 56 63 60 54
internal_value=0 0.00104494 0.000952515 0.00177581 0.00179061 0.00104679 0.00116234 0.00182558 0.00184837 0.00183203 0.00180249 0.00189446 0.00197303 0.00163335 0.00174404 0.000876029 0.00157325 0.00105179 0.00165202 0.00166135 0.00186828 0.00157653 0.00173333
internal_weight=0 545 489 1799 1736 411 245 1420 1255 1202 994 386 208 316 608 166 256 165 165 164 142 112 110
internal_count=2344 545 489 1799 1736 411 245 1420 1255 1202 994 386 208 316 608 166 256 165 165 164 142 112 110
is_linear=0
shrinkage=0.0032998


Tree=4718
num_leaves=19
num_cat=0
split_feature=1 0 1427 13 1 481 1 43 51 51 130 0 2 3 3 1 2 0
split_gain=0.510626 0.422254 0.297872 0.297367 0.27671 0.290636 0.290501 0.290695 0.246345 0.225562 0.208656 0.307744 0.206236 0.197966 0.303181 0.208586 0.171995 0.171238
threshold=0.12072500000000001 -0.023359999999999995 0.086130000000000012 -0.0024349999999999992 0.089625000000000024 -0.086484999999999992 0.092485000000000026 -0.085614999999999983 -0.091149999999999981 -0.14153999999999997 -0.070634999999999989 0.040035000000000008 0.14062000000000005 0.11745500000000002 -1.0000000180025095e-35 0.10871500000000002 0.11197500000000002 -0.14032999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 5 -1 -6 -8 9 16 -10 17 -2 14 15 -9 -7 -12
right_child=1 -3 -4 -5 6 8 7 13 10 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0032232330278395716 -0.0087243687140093965 -0.014966595071291902 0.018772850813962842 0.011165116592090494 -0.0056166576591952554 0.012016813756082241 -0.0054883396873978609 0.0023537093610288291 0.018416875407716433 -0.0071011946724237694 0.016811931429418558 -0.0035025302137033877 0.0047487866888372525 -0.0022499577077204022 0.016894606504974149 0.012705858899086365 -0.00089746463859958743 0.0082925391645790117
leaf_weight=70 72 53 54 66 93 63 69 203 60 54 72 60 58 65 81 76 54 1021
leaf_count=70 72 53 54 66 93 63 69 203 60 54 72 60 58 65 81 76 54 1021
internal_value=0 -0.00163558 0.00641998 0.00196007 0.00609227 0.00733818 0.00300311 0.00462949 0.00787365 0.00188034 0.00871706 0.00821075 -0.00269945 0.00627638 0.00782085 0.00518009 0.00604102 0.00885539
internal_weight=0 249 2095 196 2041 1454 587 494 1384 171 1213 1153 130 425 360 279 117 1093
internal_count=2344 249 2095 196 2041 1454 587 494 1384 171 1213 1153 130 425 360 279 117 1093
is_linear=0
shrinkage=0.16829


Tree=4719
num_leaves=20
num_cat=0
split_feature=4 2 14 3 12 3 42 43 0 12 2 0 2 2 3 16 43 4 15
split_gain=18.4381 4.18621 1.78062 1.65768 1.57026 1.44962 1.04552 0.776024 0.711917 0.869439 0.54272 0.518136 0.483023 0.459864 0.459758 0.447445 0.427741 0.407156 0.164703
threshold=0.27552000000000004 0.10774000000000002 0.076175000000000007 -0.036844999999999996 -1.0000000180025095e-35 0.17646500000000004 -0.0043149999999999994 -0.072864999999999985 -0.13314999999999996 0.088965000000000002 0.095415000000000014 -0.073574999999999988 0.12358500000000001 0.11252000000000002 0.149315 0.25761500000000009 -0.017259999999999998 0.053455000000000009 -0.013349999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 6 7 -1 -2 -6 10 16 17 18 -9 -5 -13 -10 -11 -3
right_child=5 3 -4 14 8 -7 -8 13 9 11 -12 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0014009759756026369 0.00022334940146691369 0.0011492767014041466 0.0018799168118984763 0.00085659269203283228 0.0010810892778824414 -0.00010200850972741792 0.00081817945030839901 0.00088854460236902349 0.0013747555788120886 0.0014071639247412962 0.0017852029482182182 0.001056760483191501 0.00089226207923568746 0.000485156696680742 0.00047558928166893921 0.0013814268683960517 0.0015419744408316474 0.0011139701600877221 0.0013772142514877933
leaf_weight=52 72 71 72 85 83 56 96 53 379 433 58 132 52 75 59 73 309 60 74
leaf_count=52 72 71 72 85 83 56 96 53 379 433 58 132 52 75 59 73 309 60 74
internal_value=0 0.00130523 0.00137055 0.000970443 0.00134864 0.000366733 0.00102318 0.000498156 0.00138016 0.00139732 0.00147603 0.00131316 0.00116741 0.00065246 0.000700732 0.00117255 0.00144991 0.00137155 0.00126585
internal_weight=0 2088 1747 341 1675 256 148 200 1527 1444 746 698 197 128 144 205 688 493 145
internal_count=2344 2088 1747 341 1675 256 148 200 1527 1444 746 698 197 128 144 205 688 493 145
is_linear=0
shrinkage=0.0032998


Tree=4720
num_leaves=19
num_cat=0
split_feature=4 123 3 4 0 0 43 43 52 0 0 4 39 0 42 12 4 158
split_gain=17.7732 4.26976 2.16372 1.50019 1.19395 1.03315 0.787152 1.05091 0.743112 1.24517 0.719795 0.586393 0.548186 0.489999 0.454371 0.436414 0.390535 0.345182
threshold=0.30163500000000004 0.081180000000000016 0.149315 -0.082249999999999976 -0.046734999999999992 -0.097414999999999988 0.00037500000000000006 -0.033174999999999989 -0.032354999999999988 -0.12118 -0.077584999999999987 0.032965000000000001 0.088655000000000012 -0.071969999999999992 0.11457500000000002 -0.089089999999999989 0.45363500000000007 0.085030000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 7 10 9 -5 -7 -11 16 -9 17 -3 -2 -10
right_child=12 15 -4 4 -6 6 -8 13 14 11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0021102464572928781 0.00048178775942525864 0.0010980751457270116 0.0008730201483718149 0.00090238436143731085 0.00098947552209953729 0.001627214551079688 0.0012320374192584149 0.0016676361628053513 0.0015305295320003592 0.0015084107379949626 0.0011855060321884854 0.001155666985347999 0.00032243605895386062 0.0019671798672738772 0.0013098631583280324 0.00070428044635704806 0.0007903351674441669 0.0017626139727150152
leaf_weight=52 83 54 59 57 57 115 52 132 789 248 63 66 81 113 96 73 99 79
leaf_count=52 83 54 59 57 57 115 52 132 789 248 63 66 81 113 96 73 99 79
internal_value=0 0.00145917 0.00149685 0.00151602 0.00145904 0.00166643 0.00161777 0.00166511 0.00147907 0.00135274 0.00147108 0.00143438 0.000549123 0.00180594 0.00152765 0.000871998 0.000649818 0.00155169
internal_weight=0 2105 1978 1919 1392 527 475 423 1335 371 178 314 263 245 964 127 182 868
internal_count=2368 2105 1978 1919 1392 527 475 423 1335 371 178 314 263 245 964 127 182 868
is_linear=0
shrinkage=0.0032998


Tree=4721
num_leaves=12
num_cat=0
split_feature=12 14 48 150 150 2 48 3 52 3 150
split_gain=0.568012 0.316835 0.30253 0.281352 0.503948 0.579847 0.271283 0.316761 0.51383 0.511773 0.255115
threshold=-0.14765999999999999 0.019675000000000002 -0.078514999999999988 0.10874500000000002 1.0000000180025095e-35 0.099675000000000014 0.12230500000000001 0.077930000000000013 -0.075829999999999995 -0.0076849999999999991 0.089155000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 10 7 9 -9 -4 -6
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.023743787730765312 -0.0040139010837516483 0.016760245632157399 0.0074814033547926789 0.015346248955035519 0.011254871359436279 -0.016487927412578311 -0.0043301352302770012 0.0025014941765098314 0.02325422823629537 -0.0057640611360470122 -0.0044895733865495
leaf_weight=57 77 86 1586 102 66 56 57 56 86 87 52
leaf_count=57 77 86 1586 102 66 56 57 56 86 87 52
internal_value=0 0.00672472 0.00633602 0.00670788 0.00627635 -0.00237908 0.00708182 0.0074412 0.0150827 0.00679153 0.00430142
internal_weight=0 2311 2225 2148 2046 174 1872 1815 142 1673 118
internal_count=2368 2311 2225 2148 2046 174 1872 1815 142 1673 118
is_linear=0
shrinkage=0.16829


Tree=4722
num_leaves=19
num_cat=0
split_feature=1 123 40 16 2 150 1 0 159 13 3 1447 2 133 16 16 1375 16
split_gain=14.4199 2.8473 1.97228 1.83075 0.971888 0.92071 2.32872 1.14423 0.868733 0.863381 0.681499 0.653824 0.441094 0.317145 0.316891 0.31685 0.405499 0.19157
threshold=0.10538500000000002 1.0000000180025095e-35 -0.026419999999999996 0.062365000000000011 0.12330500000000001 1.0000000180025095e-35 0.085720000000000005 -0.14151499999999997 0.083310000000000009 -0.10278499999999999 -0.071519999999999986 -0.054404999999999988 0.13880500000000004 0.048695000000000009 -0.38959499999999997 -0.082909999999999984 0.081540000000000015 -0.09391999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 8 5 7 -7 10 9 -4 -1 13 -2 -9 -11 17 -17 -13
right_child=2 -3 3 -5 -6 6 -8 11 -10 14 -12 15 -14 -15 -16 16 -18 -19
leaf_value=0.0020999092484451152 0.00061834792586953761 0.00082211534192211454 0.000607986777679564 0.0013367115055997691 0.0010676685065027542 0.0015514470611788964 0.00072718171010951733 0.0015428945630781476 0.00050461603945744528 0.00092211112658086025 0.0015813316872453924 0.0014422714535450446 0.00024207954837131851 0.0018400238741924937 0.0012641372386416226 0.0013910958159867347 0.0016692142417778064 0.0015869927115891146
leaf_weight=52 93 80 64 92 67 97 61 94 79 64 61 187 54 71 57 794 63 238
leaf_count=52 93 80 64 92 67 97 61 94 79 64 61 187 54 71 57 794 63 238
internal_value=0 0.00143215 0.000802414 0.000935295 0.00145948 0.00147474 0.00123344 0.00149915 0.000795274 0.000919203 0.00182028 0.00147405 0.000480367 0.00167096 0.00108352 0.00144868 0.00141158 0.0015234
internal_weight=0 1865 503 356 1785 1718 158 1560 264 185 113 1447 147 165 121 1282 857 425
internal_count=2368 1865 503 356 1785 1718 158 1560 264 185 113 1447 147 165 121 1282 857 425
is_linear=0
shrinkage=0.0032998


Tree=4723
num_leaves=18
num_cat=0
split_feature=4 123 2 11 52 0 2 52 51 16 1447 4 2 484 2 150 3
split_gain=13.0783 3.39931 2.24692 1.28063 1.56068 1.38493 1.18743 1.07233 0.789268 0.674318 0.54677 0.389407 0.36651 0.269338 0.331987 0.268587 0.262809
threshold=0.30163500000000004 0.080635000000000012 0.11866500000000001 1.0000000180025095e-35 -0.048309999999999992 -0.077914999999999984 1.0000000180025095e-35 -0.085009999999999988 -1.0000000180025095e-35 -0.50476999999999983 -0.085709999999999995 -0.090609999999999982 0.088745000000000004 0.085515000000000022 0.098365000000000022 0.084680000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -2 13 -4 -8 -6 -12 -13 14 -1 -3 -11
right_child=6 15 8 5 10 -7 9 -9 -10 16 11 12 -14 -15 -16 -17 -18
leaf_value=0.0013495029715322839 0.00015367499554244462 0.00091223676603935497 0.001249483171113208 0.002065469562211293 0.0016853997882441561 0.0013732416693986148 0.00044217768033554954 0.00081699676049280811 0.00073559040460479709 0.00066949670955356521 0.0016055742318691996 0.0014134665708908358 0.0012876483713122977 0.0010330407539539698 0.0010850068166230096 0.00060416089474493663 0.0010030619667376038
leaf_weight=228 70 75 53 58 71 70 88 77 86 53 83 725 401 55 69 54 52
leaf_count=228 70 75 53 58 71 70 88 77 86 53 83 725 401 55 69 54 52
internal_value=0 0.00130319 0.0013371 0.00136775 0.0013438 0.00168718 0.000522499 0.00117106 0.000931789 0.000656086 0.00140167 0.00138498 0.00136869 0.00124841 0.00128817 0.000783548 0.000835026
internal_weight=0 2105 1976 1837 1709 128 263 429 139 193 1280 1209 1126 352 297 129 105
internal_count=2368 2105 1976 1837 1709 128 263 429 139 193 1280 1209 1126 352 297 129 105
is_linear=0
shrinkage=0.0032998


Tree=4724
num_leaves=23
num_cat=0
split_feature=1 52 12 40 150 13 15 12 39 15 13 481 15 15 1212 43 12 13 43 42 11 15
split_gain=27.9485 4.79164 2.13199 1.99712 1.81413 1.52916 1.98632 1.25385 0.689045 0.661655 0.653659 0.630161 0.525267 0.447859 0.435386 0.739475 0.271777 0.330457 0.315475 0.862031 0.287879 0.243878
threshold=0.10538500000000002 -0.29521499999999995 0.054520000000000006 -0.08416499999999999 1.0000000180025095e-35 -0.28558999999999996 -0.079799999999999996 0.11721500000000001 0.089650000000000021 -0.42759999999999992 -1.0000000180025095e-35 -0.073474999999999985 -0.040804999999999994 -1.0000000180025095e-35 -0.014129999999999998 0.0035900000000000007 0.084405000000000022 -0.086124999999999993 -0.11278499999999998 -0.079234999999999986 0.080705000000000013 0.087235000000000021
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 -2 4 -3 10 -5 8 11 9 -7 -1 21 -8 -12 15 -13 17 -16 19 -18 -20 -4
right_child=1 3 7 5 -6 6 12 -9 -10 -11 13 14 -14 -15 16 -17 18 -19 20 -21 -22 -23
leaf_value=0.0014856236330385889 0.001929031654556827 0.00030990927553764151 0.0020372448180152416 0.00060151462746827215 0.0011718421154683532 0.0012511200870825607 0.0016620343472462152 0.0014837074997544831 0.0005556348965332225 0.00077206390843255761 0.001699200838325317 0.0022620032598302392 0.0012162767944839648 0.0020649974444320565 0.0021822947272079258 0.0017795734215607089 0.0019622157551569142 0.0018525849569267316 0.001886644454923516 0.0014007784389116875 0.0021337620087987248 0.0023109998100805584
leaf_weight=63 54 57 97 93 75 61 54 68 54 66 72 98 64 78 79 55 70 61 878 53 57 61
leaf_count=63 54 57 97 93 75 61 54 68 54 66 72 98 64 78 79 55 70 61 878 53 57 61
internal_value=0 0.000999782 0.00187642 0.000887945 0.00161458 0.000971907 0.00108699 0.00192421 0.000869333 0.00100244 0.00177031 0.00194404 0.00142057 0.00188965 0.00192073 0.00208881 0.00189923 0.00203889 0.00188072 0.00172058 0.00190175 0.00214316
internal_weight=0 503 1865 449 288 392 299 1577 181 127 213 1509 118 150 1351 153 1198 140 1058 123 935 158
internal_count=2368 503 1865 449 288 392 299 1577 181 127 213 1509 118 150 1351 153 1198 140 1058 123 935 158
is_linear=0
shrinkage=0.0032998


Tree=4725
num_leaves=13
num_cat=0
split_feature=9 4 9 3 16 14 15 148 403 2 4 50
split_gain=0.643566 0.255465 0.326634 0.449006 0.405865 0.367857 0.271364 0.336563 0.271368 0.110661 0.0891746 0.0735361
threshold=0.084755000000000011 -0.51253999999999988 -0.013509999999999999 0.11745500000000002 -0.085219999999999976 -0.10708499999999999 0.09167500000000002 -0.081219999999999987 -0.54045999999999983 0.083855000000000013 -0.060264999999999992 0.093975000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 -7 -9 11 -11 -8
right_child=-2 2 3 4 -6 6 9 8 -10 10 -12 -13
leaf_value=-0.0019789640921501796 -0.0076212758144230033 0.022101000781513908 0.023090340747465354 0.0089198465012962254 -0.0078764120799076267 0.021258511610624403 0.021995236420600861 0.020041567323003853 0.0076511172327191753 0.013662664157805211 0.0062365870299907486 0.013452798176551081
leaf_weight=56 66 57 58 83 80 57 62 52 1493 164 65 56
leaf_count=56 66 57 58 83 80 57 62 52 1493 164 65 56
internal_value=0 0.00922081 0.00950325 0.00917151 0.000665262 0.00986146 0.00946686 0.00853971 0.00806931 0.0137421 0.0115627 0.0179564
internal_weight=0 2283 2227 2170 163 2007 1949 1602 1545 347 229 118
internal_count=2349 2283 2227 2170 163 2007 1949 1602 1545 347 229 118
is_linear=0
shrinkage=0.16829


Tree=4726
num_leaves=15
num_cat=0
split_feature=1 2 12 3 157 1374 42 3 41 1 1 12 1 43
split_gain=0.533444 0.627231 0.414365 0.313301 0.297483 0.30181 0.236005 0.49826 0.456297 0.204788 0.388053 0.285758 0.279746 0.140125
threshold=0.11400500000000001 -0.007134999999999999 -0.036614999999999988 -0.055839999999999994 -0.24909499999999998 0.086000000000000007 0.10138000000000001 -0.081024999999999986 0.079395000000000007 0.10962000000000001 0.095025000000000012 0.092855000000000007 0.088485000000000022 0.053790000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 8 -8 9 10 12 -12 -6 -9
right_child=1 2 3 -5 5 -7 7 13 -10 -11 11 -13 -14 -15
leaf_value=0.020768863291233911 -0.015384087133559762 0.013089305073396054 0.0066668837697548 -0.0073772508100601666 0.0072312517730620408 0.020639369660354977 0.026769559593875183 0.0035920691196940661 -0.0079332105067803117 0.016561039038305411 -0.0040410660364773162 0.0083273591188540962 0.014347017085724344 0.014631993931584594
leaf_weight=53 55 98 88 92 1187 52 55 86 56 68 140 85 181 53
leaf_count=53 55 98 88 92 1187 52 55 86 56 68 140 85 181 53
internal_value=0 0.00102946 0.0042832 -0.000501248 0.00830644 0.00796905 0.00762334 0.0131976 0.00699247 0.00749676 0.00710871 0.000623465 0.00817405 0.00781446
internal_weight=0 333 278 180 2016 1963 1911 194 1717 1661 1593 225 1368 139
internal_count=2349 333 278 180 2016 1963 1911 194 1717 1661 1593 225 1368 139
is_linear=0
shrinkage=0.16829


Tree=4727
num_leaves=20
num_cat=0
split_feature=1 52 123 1 47 13 16 0 3 13 15 3 0 13 129 12 0 15 12
split_gain=15.4571 2.3242 1.76815 1.67179 1.26013 0.975512 0.875556 0.676691 0.619353 0.586713 0.622402 0.552576 0.43066 0.289258 0.291618 0.248637 0.423088 0.175502 0.114572
threshold=0.10538500000000002 -0.40011499999999994 0.081990000000000021 0.14262000000000002 0.085505000000000012 -0.13992499999999999 -0.0096099999999999988 -0.077639999999999987 -0.12595999999999999 -0.099939999999999987 -0.12291999999999999 0.086245000000000016 -0.14216999999999999 -0.093039999999999984 0.093420000000000017 0.099815000000000015 -0.037224999999999994 0.092250000000000013 0.092395000000000019
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 5 4 6 -1 9 11 -9 -3 -11 12 -7 -14 -15 16 18 -17 -10
right_child=1 3 -4 -5 -6 7 -8 8 15 10 -12 -13 13 14 -16 17 -18 -19 -20
leaf_value=0.0019852032584385588 0.0015479807426306881 0.0006762692791456498 0.0010556381991131251 0.00042462850240694301 0.0012648040486823429 0.0019146930550576736 0.00056930914075601258 0.0012182764100490409 0.0014007003974059172 0.00085577433455045441 0.0013317960034294673 0.0013188228915237729 0.0014308537103217081 0.0016537212786261444 0.0014083134085913201 0.0012801290518615993 0.0018325405493748793 0.0015272000995924125 0.0015706687117286887
leaf_weight=68 58 54 69 84 97 60 95 85 68 61 60 63 81 944 58 63 61 69 151
leaf_count=68 58 54 69 84 97 60 95 85 68 61 60 63 81 944 58 63 61 69 151
internal_value=0 0.000925466 0.00157538 0.00084533 0.000941525 0.00159561 0.000825254 0.00158003 0.00147678 0.000963994 0.00109211 0.00162256 0.00163927 0.00162397 0.00163955 0.00153002 0.00158669 0.00140955 0.00151805
internal_weight=0 509 1840 451 367 1771 270 1703 497 175 121 1206 1143 1083 1002 412 280 132 219
internal_count=2349 509 1840 451 367 1771 270 1703 497 175 121 1206 1143 1083 1002 412 280 132 219
is_linear=0
shrinkage=0.0032998


Tree=4728
num_leaves=17
num_cat=0
split_feature=9 1210 4 11 13 43 4 16 14 15 4 13 15 51 12 16
split_gain=0.340907 0.280376 0.232073 0.261997 0.449669 0.292192 0.446099 0.320834 0.28787 0.325563 0.394848 0.316748 0.287173 0.244045 0.204766 0.135775
threshold=0.084755000000000011 -0.079504999999999978 -0.51253999999999988 1.0000000180025095e-35 0.085880000000000012 -0.072469999999999993 0.0045450000000000013 -0.42618999999999996 -0.10708499999999999 0.083185000000000023 -0.26545999999999997 -0.085164999999999977 0.098605000000000012 -0.40771999999999992 -0.080579999999999985 -0.081634999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 5 -5 6 12 -8 -7 10 -10 -11 14 -9 -4 -1
right_child=-2 2 3 4 -6 8 7 13 9 11 -12 -13 -14 -15 -16 -17
leaf_value=0.0051527770321431734 -0.0047807329503799 -0.0028855143219002886 0.021124693193792649 0.023894042459670681 0.0050744504678915106 0.016969916226310094 0.013010433143063237 0.008868453948068164 0.014675592916932921 0.015701420346450782 0.00057522692020236003 0.0059573590514080364 0.023835789709295504 -0.005227145156184344 0.010174070228221763 -0.0068899370117829527
leaf_weight=52 66 55 54 77 68 63 72 52 64 122 467 425 57 105 496 54
leaf_count=52 66 55 54 77 68 63 72 52 64 122 467 425 57 105 496 54
internal_value=0 0.00747151 0.00788313 0.00816309 0.0150807 0.00765482 0.010048 0.00370769 0.00589975 0.00525112 0.00227809 0.00813391 0.0124371 -0.000547096 0.0112525 -0.000965242
internal_weight=0 2283 2177 2122 145 1977 836 229 1141 1078 531 547 607 157 550 106
internal_count=2349 2283 2177 2122 145 1977 836 229 1141 1078 531 547 607 157 550 106
is_linear=0
shrinkage=0.16829


Tree=4729
num_leaves=21
num_cat=0
split_feature=3 0 2 52 52 14 2 3 2 123 0 49 49 3 16 13 160 3 155 16
split_gain=9.45405 5.24776 4.51841 3.17814 1.79934 1.33966 1.2127 1.51114 1.05937 0.693405 0.559745 0.3972 0.785396 0.462593 0.357267 0.31378 0.299574 0.261678 0.0742026 0.0636242
threshold=0.30112000000000005 -0.061994999999999995 0.10515500000000001 -0.42890999999999996 1.0000000180025095e-35 0.062655000000000016 -0.011974999999999998 -0.10919499999999999 0.13290500000000002 1.0000000180025095e-35 -0.080689999999999984 0.082565000000000013 0.088750000000000009 0.086245000000000016 0.19578000000000004 -0.0080999999999999978 -0.079424999999999982 0.0025650000000000004 0.11245500000000001 -0.090639999999999984
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 2 5 18 10 9 -5 -8 14 11 17 13 -13 15 -9 -1 -14 -4 -3 -2
right_child=19 3 4 6 -6 -7 7 8 -10 -11 -12 12 16 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0014918561811569574 0.00029780805328287702 0.0014492828347527277 0.00064963376182683734 0.0005015331929672332 0.0014832010936811787 0.0019942610473032444 0.00061007817927649297 0.0015537198866136025 0.0008306592789621781 0.0011488261603501471 0.001169304571000165 0.0019611499504703566 0.0017376914620750358 0.0012024662156836462 0.0011810207761379886 0.0016223944508746877 0.0014489673372278353 0.00095086670716330998 0.0016297822928045373 0.00046339295584189394
leaf_weight=834 52 53 73 66 85 69 75 55 65 53 60 68 60 52 60 275 124 57 60 53
leaf_count=834 52 53 73 66 85 69 75 55 65 53 60 68 60 52 60 275 124 57 60 53
internal_value=0 0.00139525 0.00147344 0.00106907 0.00108349 0.00154327 0.000901267 0.00100459 0.00116877 0.00152202 0.000904481 0.001536 0.0016562 0.00150988 0.00135957 0.00152426 0.00154331 0.000781984 0.00154544 0.000381725
internal_weight=0 2244 1810 434 275 1535 321 255 180 1466 190 1413 252 1161 115 1109 184 130 113 105
internal_count=2349 2244 1810 434 275 1535 321 255 180 1466 190 1413 252 1161 115 1109 184 130 113 105
is_linear=0
shrinkage=0.0032998


Tree=4730
num_leaves=10
num_cat=0
split_feature=2 15 41 43 11 157 159 159 12
split_gain=0.509201 0.340527 0.370926 0.728741 0.316629 0.240196 0.256158 0.296859 0.195496
threshold=0.17000000000000001 -0.50083499999999992 0.083975000000000008 -0.49218499999999993 0.08326500000000002 0.11084000000000001 -0.085534999999999986 -0.041954999999999992 0.084645000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 -5
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.0060587076504393135 -0.0095123772856892039 0.027046264866470021 -0.0042939833647031222 0.021627232142908549 0.017073717383385149 -0.0042493923065543499 -0.005600649894844727 0.0068343540118652232 0.0097100386903388718
leaf_weight=55 54 54 75 52 89 54 56 1708 161
leaf_count=55 54 54 75 52 89 54 56 1708 161
internal_value=0 0.00700637 0.00732668 0.00772841 0.0072355 0.0068035 0.00710631 0.00643857 0.0126278
internal_weight=0 2304 2249 2174 2120 2031 1977 1764 213
internal_count=2358 2304 2249 2174 2120 2031 1977 1764 213
is_linear=0
shrinkage=0.16829


Tree=4731
num_leaves=27
num_cat=0
split_feature=1 1 12 1 12 4 12 151 16 4 16 4 47 1 1 16 159 160 12 1 15 12 15 16 4 4
split_gain=34.8267 6.7057 5.21696 2.91102 2.55659 1.99684 1.56088 1.41672 1.04099 0.847603 0.565466 0.506266 0.500127 0.730871 0.672683 0.376379 0.546887 0.48177 0.442072 0.249663 0.729281 0.483543 0.211962 0.140467 0.122575 0.117404
threshold=0.10312500000000001 0.13662500000000002 0.085090000000000013 0.090540000000000023 0.088835000000000011 0.046720000000000005 0.095935000000000006 -0.00016499999999999997 -0.085314999999999988 0.043850000000000007 -0.13895999999999997 0.053455000000000009 0.078345000000000012 0.11869500000000001 0.10871500000000002 0.0060650000000000009 0.042925000000000005 -0.057984999999999988 0.086160000000000014 0.085265000000000021 0.085505000000000012 0.083785000000000012 0.097545000000000007 -0.053214999999999991 -0.0044049999999999992 -0.077604999999999993
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=3 2 12 6 7 -4 9 -5 -3 15 -11 22 13 14 -2 16 19 -17 -19 21 -21 -1 24 -6 25 -8
right_child=1 8 5 4 23 -7 11 -9 -10 10 -12 -13 -14 -15 -16 17 -18 18 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0025299145469163827 0.00087079895602090252 0.00025095297978429615 0.0022010491449687931 0.0010762487531772616 0.0019918078771049893 0.0014701533069455435 0.0020562009451867628 0.00179221191414502 0.00084622821310719409 0.0021577786337059627 0.0017248544339031212 0.0017010873960087243 0.0013796167835594013 0.00072851943246391511 0.0013370348716297803 0.0018671593683750266 0.0025378213899308636 0.0024456357470737564 0.0020891476736771756 0.0018706208760661839 0.0023503667108298642 0.0022657406145908106 0.0018825612995831797 0.0021961429118705382 0.0019725644863724363 0.0022856604382561507
leaf_weight=91 56 69 85 56 77 79 52 66 60 95 52 61 55 64 87 52 100 67 94 61 83 535 67 84 53 57
leaf_count=91 56 69 85 56 77 79 52 66 60 95 52 61 55 64 87 52 100 67 94 61 83 535 67 84 53 57
internal_value=0 0.00118767 0.00138732 0.00213314 0.00182511 0.00184919 0.00219047 0.00146386 0.000528098 0.00224203 0.00200488 0.00197169 0.00109808 0.0010231 0.0011547 0.00227418 0.00230518 0.00214742 0.00223772 0.00227492 0.00214739 0.0023042 0.00204362 0.00209864 0.00211001 0.00217652
internal_weight=0 555 426 1803 283 164 1520 122 129 1230 147 290 262 207 143 1083 870 213 161 770 144 626 229 161 162 109
internal_count=2358 555 426 1803 283 164 1520 122 129 1230 147 290 262 207 143 1083 870 213 161 770 144 626 229 161 162 109
is_linear=0
shrinkage=0.0032998


Tree=4732
num_leaves=26
num_cat=0
split_feature=1 2 2 150 2 1 475 2 2 0 1 2 0 475 475 2 156 160 160 2 0 43 43 0 1212
split_gain=18.5296 4.7665 2.57029 1.85663 1.6496 1.43926 1.31005 1.26584 1.03785 1.45297 0.856482 0.846088 0.674266 0.538201 0.334362 0.328027 0.477048 0.429487 0.235123 0.305731 0.198499 0.172768 0.144772 0.0892436 0.0737106
threshold=0.11726500000000001 0.10060500000000001 0.14721500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.089625000000000024 -0.074304999999999982 0.11891500000000001 1.0000000180025095e-35 -0.073284999999999975 0.10612500000000001 -1.0000000180025095e-35 -0.026509999999999995 -0.085684999999999997 -0.08100499999999998 0.085145000000000012 0.083125000000000018 -0.41367999999999994 -0.037174999999999993 0.10686000000000002 -0.082784999999999984 -0.016249999999999997 -0.08231999999999999 -0.078209999999999988 0.08401500000000002
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=1 5 4 6 -2 13 -3 -6 9 20 12 -11 18 -1 -15 21 17 -17 -8 -20 -7 22 -16 -22 -23
right_child=2 3 -4 -5 7 8 10 -9 -10 11 -12 -13 -14 14 15 16 -18 -19 19 -21 23 24 -24 -25 -26
leaf_value=0.001886660916342441 0.00033648220619688095 0.0017142780139703876 5.5529651888022732e-05 0.0007356825865920283 0.0013493870759049779 0.0014916008227069278 0.0015549592053964551 0.00071177647851676615 0.00094727060840070433 0.00083833192682339472 0.00086771345667178827 0.0014225291223810995 0.00094393274831696512 0.0013753397707706038 0.0017150572339044135 0.0017936702404319359 0.0018094201665757727 0.0015028146545601109 0.0010823540164991412 0.0013882718444199595 0.0018143408227569672 0.0017793479783604054 0.0014847008070211108 0.0016163392420008849 0.0016410438790345979
leaf_weight=73 68 63 77 84 56 85 52 87 54 53 70 56 54 75 57 63 78 553 52 123 52 174 72 60 67
leaf_count=73 68 63 77 84 56 85 52 87 54 53 70 56 54 75 57 63 78 553 52 123 52 174 72 60 67
internal_value=0 0.0014656 0.000572057 0.00118397 0.000760386 0.00155479 0.00127484 0.000961717 0.00137093 0.00144558 0.00119587 0.00113879 0.00127749 0.00160938 0.00159157 0.00160678 0.00156378 0.00153262 0.00135669 0.00129757 0.00161514 0.00168735 0.00158676 0.00170858 0.00174104
internal_weight=0 2070 288 498 211 1572 414 143 360 306 351 109 281 1212 1139 1064 694 616 227 175 197 370 129 112 241
internal_count=2358 2070 288 498 211 1572 414 143 360 306 351 109 281 1212 1139 1064 694 616 227 175 197 370 129 112 241
is_linear=0
shrinkage=0.0032998


Tree=4733
num_leaves=19
num_cat=0
split_feature=4 3 39 4 0 3 43 0 4 4 14 0 0 50 40 3 13 42
split_gain=22.0901 6.28232 3.74569 1.65495 2.33963 1.50673 1.45747 0.986308 1.34666 0.774646 0.576813 0.592728 0.465062 0.460809 0.399673 0.279983 0.272494 0.217006
threshold=0.30163500000000004 0.30112000000000005 0.082470000000000016 -0.49432999999999994 -0.076539999999999983 0.091170000000000015 -0.065804999999999989 -0.099059999999999995 0.51136500000000018 -0.0087849999999999977 0.062655000000000016 -0.10490499999999998 0.0037850000000000002 0.089465000000000017 -0.083039999999999989 -0.10032499999999998 -0.087529999999999983 0.093985000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 10 14 16 -9 12 11 -5 13 -6 -4 -1 -2 -11
right_child=7 -3 6 4 9 -7 -8 8 -10 17 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0023739642890869225 0.00076680949650816187 0.00060013394155762243 0.00086989901344310062 0.0016303180283186443 0.001625952344125974 0.0013415927913001619 0.0017391418731733306 0.00083968101495844735 0.00020275141174228755 0.001202812500404316 0.0021843774522336571 0.0018716494832430536 0.0013859093413435956 0.0019575344526484781 0.0012608630610588683 0.0020246078447102209 0.0010989450800418189 0.0014862380901050714
leaf_weight=52 56 53 56 126 181 64 52 71 74 66 59 1100 61 63 60 53 54 57
leaf_count=52 56 53 56 126 181 64 52 71 74 66 59 1100 61 63 60 53 54 57
internal_value=0 0.00172282 0.00175183 0.00179402 0.00177013 0.00183772 0.001279 0.000694161 0.00051487 0.00155702 0.0018624 0.00184688 0.00164667 0.00171171 0.00107243 0.00219796 0.000930178 0.00133444
internal_weight=0 2103 2050 1882 1777 1349 168 255 145 428 1285 1226 305 244 116 105 110 123
internal_count=2358 2103 2050 1882 1777 1349 168 255 145 428 1285 1226 305 244 116 105 110 123
is_linear=0
shrinkage=0.0032998


Tree=4734
num_leaves=14
num_cat=0
split_feature=4 1425 14 16 15 4 52 4 1419 475 16 15 16
split_gain=0.710958 0.39682 0.306161 0.565209 0.326001 0.254512 0.325987 0.303083 0.317922 0.253046 0.265817 0.334236 0.211862
threshold=0.27161500000000005 0.082985000000000017 -0.45282499999999992 -0.49181999999999998 -0.12640499999999996 -0.26545999999999997 -0.016219999999999995 -0.13833499999999996 0.085285000000000014 -0.085734999999999992 0.0073350000000000004 -0.077134999999999995 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 6 -1 -7 9 -9 12 -12 -11
right_child=2 -3 3 -5 -6 7 -8 8 -10 10 11 -13 -14
leaf_value=0.0096464401713882153 0.012460178915138766 0.024767146487673367 0.012626162715146754 -0.012332042839990221 -0.004049838868552611 -0.0017207600228849665 0.024614382579031282 0.020681586894879134 -0.0029883574776712737 0.010007984279107287 0.016207085255705224 0.0022065980351570879 0.017143519194856925
leaf_weight=96 54 52 74 86 60 68 73 62 54 1253 61 234 131
leaf_count=96 54 52 74 86 60 68 73 62 54 1253 61 234 131
internal_value=0 0.0102277 0.00110162 -0.00167823 0.00514589 0.0098547 0.0161225 0.00928516 0.0097031 0.0100978 0.00970588 0.0051077 0.0106847
internal_weight=0 2084 274 220 134 2032 169 1863 1795 1741 1679 295 1384
internal_count=2358 2084 274 220 134 2032 169 1863 1795 1741 1679 295 1384
is_linear=0
shrinkage=0.16829


Tree=4735
num_leaves=20
num_cat=0
split_feature=9 4 4 0 150 484 475 0 12 1 0 1213 51 3 160 3 1213 1209 160
split_gain=0.582552 0.377136 0.554847 0.497673 0.361339 0.325149 0.519057 0.315382 0.814305 0.418964 0.408134 0.291584 0.264716 0.236985 0.224408 0.42439 0.192091 0.154047 0.141722
threshold=-1.0000000180025095e-35 -0.021234999999999997 -0.016164999999999995 -0.14151499999999997 0.082965000000000025 0.085435000000000025 -0.082014999999999991 -0.16242999999999996 -0.094329999999999983 0.11414000000000001 -0.069824999999999984 0.027540000000000002 0.095540000000000014 -0.083694999999999978 -0.084689999999999988 -0.083249999999999977 0.088500000000000009 0.083050000000000013 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 7 6 -5 -4 -9 13 -11 12 17 -10 -6 -16 -13 -8 -17
right_child=1 2 4 5 14 -7 11 8 9 10 -12 16 -14 -15 15 18 -18 -19 -20
leaf_value=-0.006918010764195316 0.025515497702874885 -0.010546184548155825 -0.0014810119326135551 0.024067061264907541 0.010807809860971764 -0.00041859339490417434 0.008189332518519353 0.029344239351223177 0.015443126685610762 -0.011885725412554829 0.0071727596603293458 0.024624540928148645 -0.0012057672006881767 0.0079448068313574954 -0.014284041315599239 0.0077022260989859561 0.011902103713211926 0.015161242401065875 -0.0033196722487213544
leaf_weight=72 60 53 77 75 56 82 616 56 173 52 82 52 76 392 52 87 98 106 53
leaf_count=72 60 53 77 75 56 82 616 56 173 52 82 52 76 392 52 87 98 106 53
internal_value=0 0.00844161 0.00625158 0.0105699 0.00707758 0.0097568 0.0105742 0.00875862 0.0098053 0.00823738 -0.000209663 0.00950481 0.00822065 0.0102439 0.00143073 -0.00129489 0.0163245 0.0092154 0.00351682
internal_weight=0 2298 1133 1165 1080 1105 1023 832 755 699 134 948 798 565 248 192 150 722 140
internal_count=2370 2298 1133 1165 1080 1105 1023 832 755 699 134 948 798 565 248 192 150 722 140
is_linear=0
shrinkage=0.16829


Tree=4736
num_leaves=22
num_cat=0
split_feature=30 50 131 1 1 150 1429 155 147 1213 1429 1213 481 403 1213 49 52 13 3 13 1213
split_gain=0.590624 0.257388 0.447722 0.302901 0.496767 0.462022 0.364763 0.321878 0.349757 0.158238 0.150135 0.146697 0.283059 0.197887 0.156045 0.0926875 0.191328 0.120754 0.135268 0.131514 0.0730557
threshold=0.086065000000000016 0.082725000000000007 0.090385000000000007 0.077565000000000009 0.084885000000000002 -0.075789999999999982 0.084180000000000019 0.099270000000000011 0.086295000000000011 0.027540000000000002 0.057970000000000008 -0.086394999999999986 -0.010159999999999999 0.085745000000000016 -0.13252999999999998 0.098895000000000025 0.26391000000000003 -0.088114999999999985 -0.080669999999999978 -0.050754999999999995 0.10948000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 9 -5 -6 7 8 -7 10 11 14 -13 -14 -1 16 17 -3 19 -19 -11
right_child=-2 2 -4 4 5 6 -8 -9 -10 20 -12 12 13 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0077145492692769534 -0.01091973551566202 0.0024029665255991071 0.025380201569981033 -0.010899524388041242 -0.0096488010103832726 0.0021724803950850685 0.019671061684372621 0.016512502937751021 0.014964348848941754 0.01588002920871296 0.0002929669676641692 0.020438689653807136 0.0068698191428447179 0.017211965187931808 -0.0036257046910544675 0.015380121535465009 -0.00017753330199094043 0.0022856162117826572 0.01663370125256947 0.013052676484547844 0.0086940721856856688
leaf_weight=80 53 52 52 61 57 499 52 62 69 95 83 55 572 58 60 52 69 61 87 69 72
leaf_count=80 53 52 52 61 57 499 52 62 69 95 83 55 572 58 60 52 69 61 87 69 72
internal_value=0 0.00703491 0.0106937 0.00617145 0.00368778 0.0048943 0.00611242 0.00499044 0.00372959 0.0080181 0.00713798 0.00782445 0.00884022 0.00782481 0.00284161 0.0087309 0.00770262 0.00973061 0.0114783 0.00801426 0.0127927
internal_weight=0 2317 442 1875 800 739 682 630 568 1075 908 825 685 630 140 390 338 269 217 130 167
internal_count=2370 2317 442 1875 800 739 682 630 568 1075 908 825 685 630 140 390 338 269 217 130 167
is_linear=0
shrinkage=0.16829


Tree=4737
num_leaves=22
num_cat=0
split_feature=1 3 123 2 40 13 1 2 15 3 3 3 1 42 2 159 15 2 42 15 402
split_gain=15.0279 2.93543 1.98537 1.62982 1.43152 1.50194 1.07456 0.790383 0.71768 0.839289 0.751005 0.708947 0.380758 0.336305 0.260094 0.217489 0.212934 0.263228 0.157624 0.372752 0.193604
threshold=0.10538500000000002 -0.055839999999999994 0.080635000000000012 0.11543000000000002 -0.083039999999999989 -0.0013449999999999996 0.12640500000000002 0.11827500000000002 1.0000000180025095e-35 -0.12077499999999998 -0.14162499999999997 0.091170000000000015 0.11249000000000002 0.095650000000000013 0.090115000000000015 0.082585000000000006 0.093505000000000019 0.095620000000000011 0.086855000000000016 0.088795000000000013 0.095950000000000021
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=2 3 7 12 -3 6 -6 8 9 -1 -10 13 -2 15 18 -11 -16 -18 20 -20 -12
right_child=1 4 -4 -5 5 -7 -8 -9 10 11 14 -13 -14 -15 16 -17 17 -19 19 -21 -22
leaf_value=0.0014164367024586339 0.0018684388938254182 0.00040591580729084107 0.0012083844362353283 0.00095180570019322112 0.0011107836755960073 0.0013284420587590525 0.000598668556192399 0.0014250725804121356 0.0022147345893325648 0.0017636266371579077 0.001859071460417942 0.0014451279262929237 0.001488106365613664 0.0015291528609508043 0.0015256132326726733 0.0019166930061012728 0.0019595655199230433 0.0016516824944055974 0.0019858902552708176 0.0016882388526215848 0.0020832668573717685
leaf_weight=100 52 52 76 52 80 100 102 77 55 504 313 81 68 58 55 135 53 78 67 160 52
leaf_count=100 52 52 76 52 80 100 102 77 55 504 313 81 68 58 55 135 53 78 67 160 52
internal_value=0 0.00109078 0.00173223 0.00144136 0.000910133 0.00100298 0.000823968 0.00175447 0.00176928 0.00170291 0.00183919 0.00173968 0.00165321 0.00177386 0.0018126 0.00179602 0.00170251 0.00177651 0.00184712 0.00177625 0.00189111
internal_weight=0 506 1864 172 334 282 182 1788 1711 878 833 778 120 697 778 639 186 131 592 227 365
internal_count=2370 506 1864 172 334 282 182 1788 1711 878 833 778 120 697 778 639 186 131 592 227 365
is_linear=0
shrinkage=0.0032998


Tree=4738
num_leaves=20
num_cat=0
split_feature=12 3 12 40 147 12 52 43 52 50 3 11 3 11 12 52 480 16 43
split_gain=11.7191 4.67005 3.02759 2.16088 1.55005 0.945032 0.989696 0.809896 0.803331 0.718112 0.533761 0.515615 2.14054 1.03867 0.488766 0.354779 0.298235 0.235561 0.216695
threshold=-0.011819999999999999 0.11745500000000002 0.10254500000000001 -1.0000000180025095e-35 0.087350000000000025 0.13820000000000002 0.024560000000000002 -0.049364999999999992 -1.0000000180025095e-35 0.089465000000000017 -0.090989999999999988 1.0000000180025095e-35 -0.11197999999999998 0.086080000000000018 -0.08947999999999999 0.39765000000000006 0.086930000000000021 -0.081634999999999985 -0.079854999999999995
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 7 9 6 10 14 -3 11 -4 12 -2 -13 -1 17 -14 -11 -19
right_child=1 8 5 -5 -6 -7 -8 -9 -10 15 -12 13 16 -15 -16 -17 -18 18 -20
leaf_value=0.0010606783660705972 0.0009837710961680807 0.0011464376375011993 0.00092781862277405028 0.00037492945349619223 0.0010664639140488391 0.00083255344283276306 0.001593623561272605 0.0012797651818016902 0.00059765059401955297 0.0018715724838614426 0.0013445341034652239 0.0021301385906648744 0.0015873249935752427 0.0014988293667785226 0.00068522423977794751 0.0020110442042609216 0.0018182804913432125 0.0017804418221879217 0.0015399606824214494
leaf_weight=70 65 58 65 85 57 53 90 73 59 75 71 55 1054 60 84 55 67 76 98
leaf_count=70 65 58 65 85 57 53 90 73 59 75 71 55 1054 60 84 55 67 76 98
internal_value=0 0.00151093 0.00154955 0.000824371 0.00160301 0.00123092 0.00132419 0.000992509 0.00087 0.00162205 0.00114563 0.00158804 0.00156735 0.00180107 0.000856114 0.00176747 0.00160116 0.00171353 0.0016452
internal_weight=0 2058 1941 312 1662 279 226 227 117 1605 136 1301 1186 115 154 304 1121 249 174
internal_count=2370 2058 1941 312 1662 279 226 227 117 1605 136 1301 1186 115 154 304 1121 249 174
is_linear=0
shrinkage=0.0032998


Tree=4739
num_leaves=12
num_cat=0
split_feature=30 10 1 42 12 159 133 12 12 1186 403
split_gain=0.483186 0.30644 0.265479 0.277581 0.264735 0.372856 0.581242 0.495802 0.227033 0.190947 0.222582
threshold=0.086065000000000016 -0.092019999999999977 0.13976500000000003 0.11929000000000002 0.083970000000000017 0.097495000000000012 0.089135000000000006 0.082295000000000021 0.084595000000000017 1.0000000180025095e-35 0.058485000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -6 10 -10
right_child=-2 2 -4 -5 8 -7 -8 -9 9 -11 -12
leaf_value=-0.0036995922388138509 -0.0080848923570722171 0.0041743937226718549 0.019531603488902313 -0.00091973720920462433 0.01908044645060307 0.016411895411697193 0.019483737796676327 -0.011745313616841672 0.0097125015276412208 0.019341549087531409 0.003087109799671734
leaf_weight=60 53 411 60 91 71 79 61 64 1204 52 164
leaf_count=60 53 411 60 91 71 79 61 64 1204 52 164
internal_value=0 0.00814978 0.00846558 0.00816255 0.00855585 0.00561109 0.00401583 0.00202564 0.00976928 0.00930246 0.00891954
internal_weight=0 2317 2257 2197 2106 615 536 475 1491 1420 1368
internal_count=2370 2317 2257 2197 2106 615 536 475 1491 1420 1368
is_linear=0
shrinkage=0.16829


Tree=4740
num_leaves=24
num_cat=0
split_feature=3 3 123 12 14 12 147 0 13 3 39 13 1446 13 0 3 0 52 52 13 51 13 133
split_gain=27.4578 5.72959 4.98508 3.83308 2.41305 1.85797 1.76944 1.67971 1.18856 1.19984 1.15488 0.948988 0.807987 0.521398 0.408553 0.407713 0.403278 0.402132 0.373271 0.327668 0.307564 0.237031 0.125189
threshold=-0.058704999999999993 0.31370500000000007 0.081180000000000016 0.023990000000000004 0.054835000000000009 0.091325000000000003 1.0000000180025095e-35 -0.10803999999999998 -1.0000000180025095e-35 0.10323000000000002 0.087880000000000014 -0.086574999999999985 0.037915000000000011 -0.084484999999999991 -0.074434999999999987 -0.079724999999999976 0.04939000000000001 -0.037619999999999994 -0.0073749999999999987 -0.085934999999999997 0.080335000000000018 -0.016469999999999995 0.2590050000000001
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 6 -1 5 7 8 -5 17 20 -4 -7 15 -14 18 19 21 -2 -13 -9 -10 -16 -20
right_child=1 -3 10 4 -6 11 -8 12 9 -11 -12 14 13 -15 16 -17 -18 -19 22 -21 -22 -23 -24
leaf_value=0.0011393538836713879 0.0011112995281335086 0.00037040101253258371 0.0011284501659455921 0.0014985356720434442 0.0026912059376708484 0.0014455458266781713 0.00093765906363540692 0.0022083604337307461 0.0020269239984639759 0.0013654358928378366 0.00057895101512608297 0.0021946953091363133 0.0021664190763496416 0.0025921104728847347 0.0018114422561895335 0.0018415638309803334 0.0020585572819965367 0.0014837719681069391 0.0018575151406487287 0.0020383597140285837 0.0017011545181902423 0.0015999350219488462 0.0020391899707808648
leaf_weight=60 54 86 73 54 52 62 55 179 89 66 98 63 80 54 184 87 54 80 177 456 52 90 61
leaf_count=60 54 86 73 54 52 62 55 179 89 66 98 63 80 54 184 87 54 80 177 456 52 90 61
internal_value=0 0.00116464 0.00128504 0.00196003 0.0019898 0.00196699 0.00148847 0.00206526 0.00157721 0.00173452 0.000813739 0.00183753 0.00210097 0.00233823 0.00187611 0.00205689 0.00179431 0.00133393 0.00196514 0.00208634 0.00190703 0.0017421 0.00190423
internal_weight=0 653 567 1713 1653 1601 396 910 341 207 171 691 856 134 629 722 328 134 301 635 141 274 238
internal_count=2366 653 567 1713 1653 1601 396 910 341 207 171 691 856 134 629 722 328 134 301 635 141 274 238
is_linear=0
shrinkage=0.0032998


Tree=4741
num_leaves=19
num_cat=0
split_feature=1 2 14 160 1447 4 51 0 12 47 0 4 2 1 0 1 4 4
split_gain=0.833917 0.443343 0.48631 0.327426 0.324621 0.295864 0.468826 0.347131 0.368195 0.319048 0.328075 0.258882 0.487778 0.329092 0.200976 0.150546 0.128269 0.0604797
threshold=0.14262000000000002 0.10859000000000001 0.054835000000000009 -0.066494999999999985 -0.086219999999999977 -0.26545999999999997 -0.013219999999999997 -0.076539999999999983 0.096210000000000004 0.079855000000000023 -0.11169999999999998 0.024315000000000003 0.12051500000000002 0.104035 -0.097074999999999981 0.099195000000000019 -0.051459999999999992 -0.0084099999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -6 9 15 10 -7 12 16 -13 -11 -9 -5 -10
right_child=-2 3 -4 11 5 7 -8 8 17 14 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.019556281291176331 -0.0087368994010849493 -0.0049112861325574858 0.023136724388928508 -0.00084641040199235642 0.0051528485914111811 0.00061418781040720519 0.025756663319816547 -0.0057939317751647731 0.012355031964534555 0.024969973975281175 0.0094089434908019576 0.010060426788163199 0.023904873185017942 -0.0050899626597529311 0.012208122832432527 0.0039948252500794663 0.010592470602752925 0.0050430789525918425
leaf_weight=82 81 96 74 59 57 138 70 109 88 52 951 72 55 93 110 75 52 52
leaf_count=82 81 96 74 59 57 138 70 109 88 52 951 72 55 93 110 75 52 52
internal_value=0 0.00862813 0.00975249 0.00373148 0.00919631 0.00869613 0.0165234 0.00806383 0.00314615 0.00933604 0.00829611 0.00624357 0.0109376 0.00151023 0.0163156 -0.00179419 0.00449616 0.009652
internal_weight=0 2285 1858 427 1784 1702 127 1575 324 1251 1089 331 166 165 162 184 111 140
internal_count=2366 2285 1858 427 1784 1702 127 1575 324 1251 1089 331 166 165 162 184 111 140
is_linear=0
shrinkage=0.16829


Tree=4742
num_leaves=10
num_cat=0
split_feature=3 9 123 149 376 1447 16 1447 2
split_gain=0.931613 0.608243 0.36074 0.339132 0.25855 0.266478 0.328478 0.341943 0.218611
threshold=0.31370500000000007 0.037245000000000007 0.09394000000000001 1.0000000180025095e-35 0.084360000000000018 -0.086219999999999977 -0.086874999999999994 -0.08039499999999998 0.11543000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7
right_child=-2 -3 -4 -5 -6 6 7 -9 -10
leaf_value=0.015856080565397789 -0.01050374191162008 0.024356516221834865 -0.0063125440948896862 0.019127517649417468 0.018596927983032766 0.010753200919181612 -0.0075560664908558266 0.0053197514861978634 0.00075619998827662518
leaf_weight=84 86 58 57 66 52 508 61 1323 71
leaf_count=84 86 58 57 66 52 508 61 1323 71
internal_value=0 0.00733107 0.00688585 0.00723417 0.00685935 0.0065603 0.0061616 0.00475095 0.00953042
internal_weight=0 2280 2222 2165 2099 2047 1963 1384 579
internal_count=2366 2280 2222 2165 2099 2047 1963 1384 579
is_linear=0
shrinkage=0.16829


Tree=4743
num_leaves=10
num_cat=0
split_feature=1 4 159 484 159 16 0 13 151
split_gain=0.468265 0.324004 0.217947 0.194074 0.237536 0.29316 0.397725 0.24415 0.200213
threshold=0.14123000000000005 -0.51381999999999983 -0.45501999999999992 0.11912000000000002 0.11320500000000001 -0.54057999999999995 0.12411500000000002 -0.074219999999999994 -0.087374999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -6 -7
right_child=-2 2 3 -5 7 6 -8 -9 -10
leaf_value=0.018672191015510375 -0.0066965764903093939 -0.003598138504364818 0.017042627457793769 0.016070823154425186 -0.0096559658177376405 0.00050401393712393356 -0.007462461193571788 0.0058508852710559018 0.0067613140611055382
leaf_weight=56 85 69 68 53 56 159 62 59 1699
leaf_count=56 85 69 68 53 56 159 62 59 1699
internal_value=0 0.00601535 0.00569599 0.00599427 0.00573947 0.00616984 0.00578382 -0.00168465 0.00622681
internal_weight=0 2281 2225 2156 2103 1988 1920 115 1858
internal_count=2366 2281 2225 2156 2103 1988 1920 115 1858
is_linear=0
shrinkage=0.16829


Tree=4744
num_leaves=13
num_cat=0
split_feature=149 4 13 148 16 13 123 480 43 13 13 40
split_gain=0.292895 0.277611 0.321956 0.267824 0.214437 0.225987 0.206963 0.192077 0.220664 0.366049 0.101626 0.0889911
threshold=1.0000000180025095e-35 0.36766000000000004 -0.089899999999999994 -0.066239999999999979 -0.15796999999999997 -0.017484999999999997 0.087260000000000018 -0.040684999999999992 -0.23919999999999997 0.056910000000000009 -0.095029999999999989 -0.050459999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 10 7 -6 -9 -10 -5 -4
right_child=-2 2 11 4 6 -7 -8 8 9 -11 -12 -13
leaf_value=-0.0048380674477499358 0.014706584222006373 -0.010520668675735111 0.0087160387423951512 0.012093372638543 -0.0047169146248776505 0.020320218334936527 -0.0057004460781653584 0.013093104786752446 0.0056441157276963501 -0.0036597429416956569 0.0016728307133259839 0.00012871917934997277
leaf_weight=77 79 73 52 52 55 52 52 99 1489 130 55 101
leaf_count=77 79 73 52 52 55 52 52 99 1489 130 55 101
internal_value=0 0.00427359 -0.00131938 0.00488776 0.00526613 0.0112019 0.004748 0.00505545 0.00536935 0.00489594 0.00675381 0.00305903
internal_weight=0 2287 226 2061 1984 159 1825 1773 1718 1619 107 153
internal_count=2366 2287 226 2061 1984 159 1825 1773 1718 1619 107 153
is_linear=0
shrinkage=0.16829


Tree=4745
num_leaves=23
num_cat=0
split_feature=3 16 16 157 151 157 15 480 1204 0 42 484 0 4 48 15 403 15 1 42 0 1213
split_gain=0.559818 0.535817 0.440315 0.365146 0.407962 0.352657 0.320842 0.282743 0.261472 0.252757 0.25239 0.251001 0.316318 0.226467 0.272407 0.218986 0.204443 0.182436 0.136559 0.115998 0.119318 0.0960822
threshold=-0.082304999999999975 -0.075779999999999986 -0.010379999999999999 -0.14116499999999996 0.084990000000000024 -0.083039999999999989 0.03981500000000001 0.087170000000000011 -0.081484999999999988 -0.085834999999999981 0.083925000000000013 0.099320000000000006 0.047740000000000012 -0.078664999999999985 0.11224000000000002 0.089545000000000013 -0.012634999999999999 0.088315000000000018 0.083555000000000018 -0.088164999999999979 -0.090164999999999981 -0.011639999999999998
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 9 -2 7 -4 10 11 -1 -3 18 12 13 17 -15 16 21 -5 -7 -18 -21 -10
right_child=3 2 5 4 -6 6 -8 -9 15 -11 -12 -13 -14 14 -16 -17 19 -19 -20 20 -22 -23
leaf_value=-0.0076905998342568678 -0.012230538162110562 0.010031888578500665 0.017460715174620774 0.00047805571839749223 -0.012448718686507853 0.01059230640144513 0.014675953979264907 0.011712553801371076 0.0062396533298344032 0.024262649145058705 -0.0053600693861973608 -0.0090682903895855614 0.014577802779302146 0.0035123528873539788 -0.0090207535201411934 -0.004899448066710296 0.0026421025361671115 -0.011544921257920091 0.00019039962508802277 0.0061164844518423805 0.016283403308516377 -0.0029161657994289142
leaf_weight=62 53 62 78 90 53 82 71 90 55 84 88 56 58 865 52 64 52 59 64 57 79 79
leaf_count=62 53 62 78 90 53 82 71 90 55 84 88 56 58 865 52 64 52 59 64 57 79 79
internal_value=0 0.00673169 0.0103596 0.00146163 0.0020115 0.00735402 0.00476347 0.00261638 0.00244384 0.0182318 0.00174816 0.00192108 0.00247019 0.00180974 0.00279968 0.0040763 0.00586588 -0.00427066 0.00604487 0.00944687 0.0120355 0.000828412
internal_weight=0 977 529 1376 1323 383 305 1270 448 146 234 1180 1124 1066 917 386 322 149 146 188 136 134
internal_count=2353 977 529 1376 1323 383 305 1270 448 146 234 1180 1124 1066 917 386 322 149 146 188 136 134
is_linear=0
shrinkage=0.16829


Tree=4746
num_leaves=23
num_cat=0
split_feature=1 1 3 4 457 4 0 4 4 3 47 13 156 1447 156 43 50 4 4 43 13 43
split_gain=12.5219 2.10053 1.68171 1.38016 1.092 0.834271 1.669 0.776795 1.06113 0.562968 0.552625 0.768276 0.478094 0.479016 0.453435 0.388456 0.38078 0.395778 0.331365 0.251771 0.139974 0.0998208
threshold=0.10892500000000001 0.090485000000000024 -0.052614999999999995 0.10440500000000001 0.083415000000000017 -0.49432999999999994 -0.060199999999999997 -0.16772499999999999 -0.079164999999999985 -0.017449999999999997 0.094160000000000008 -0.011494999999999998 0.085835000000000009 -0.082869999999999985 0.090100000000000013 -0.022549999999999997 0.11690000000000002 0.0051600000000000005 -0.064534999999999995 -0.062434999999999997 -0.081029999999999977 -0.066864999999999994
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 5 3 -2 7 -1 12 -3 -9 20 11 19 13 15 -14 -7 17 -15 -8 -4 -10 -22
right_child=2 4 10 -5 -6 6 18 8 9 -11 -12 -13 14 16 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=0.0016310287212941755 0.0011697058911419079 0.0013738137296796359 0.00062858360312371487 0.00048756784505135111 0.00059469215666501187 0.0012512717039058635 0.00064529800194340744 0.00054919385331094253 0.0010295149644673058 0.00081757056517415129 0.00068188084779923505 3.7073378062704903e-05 0.0015971300503947953 0.0012611377063356996 0.0012352757838971266 0.0016538403766803492 0.00094861192972028299 0.001095352388123725 0.0010091840731527035 0.00035449324228844592 0.0013383271873358606 0.0011402662815237692
leaf_weight=58 72 67 60 59 68 55 53 52 56 70 64 67 84 815 71 52 57 199 58 96 57 63
leaf_count=58 72 67 60 59 68 55 53 52 56 70 64 67 84 815 71 52 57 199 58 96 57 63
internal_value=0 0.00118269 0.000552708 0.000862752 0.000979811 0.00124115 0.00122547 0.00105146 0.00097887 0.00106955 0.000411067 0.000333187 0.00125789 0.001235 0.0014316 0.00144724 0.00121377 0.00122864 0.000835754 0.000460138 0.00116957 0.00123464
internal_weight=0 1935 418 131 433 1502 1444 365 298 246 287 223 1333 1178 155 107 1071 1014 111 156 176 120
internal_count=2353 1935 418 131 433 1502 1444 365 298 246 287 223 1333 1178 155 107 1071 1014 111 156 176 120
is_linear=0
shrinkage=0.0032998


Tree=4747
num_leaves=25
num_cat=0
split_feature=3 4 4 2 2 11 2 3 2 4 12 16 16 2 484 16 2 4 130 4 3 474 4 12
split_gain=20.7708 4.83693 4.82174 3.48452 2.64316 1.25726 2.34551 1.4697 1.12377 1.03175 0.946894 0.815468 0.622765 0.417074 0.349894 0.295452 0.283964 0.276712 0.23248 0.231545 0.357663 0.231306 0.165626 0.129802
threshold=-0.06340999999999998 0.27161500000000005 0.30163500000000004 0.10774000000000002 -0.0091949999999999983 1.0000000180025095e-35 0.10188000000000001 -0.12077499999999998 0.14307 -0.053824999999999991 0.09334000000000002 -0.0101 -0.095229999999999995 0.13673000000000005 0.076210000000000014 -0.090394999999999989 0.093565000000000023 0.45363500000000007 0.0016050000000000003 -0.082184999999999994 -0.08632999999999999 0.083760000000000015 -0.080874999999999989 0.096510000000000012
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 5 4 -2 7 -7 -1 11 -6 14 -5 -11 17 19 -12 -14 -3 23 20 -9 -16 -21 -17
right_child=1 13 -4 8 9 6 -8 10 -10 12 15 -13 16 -15 21 18 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.00099264501339231363 0.0005471074044974476 0.0003191578082941382 0.0006629085236376399 0.0010798733290271396 0.0016297557531038624 0.0022130816550842707 0.0013478137448003147 0.0015629439895244283 0.00020462305194434387 0.0014613103360038636 0.0011826147987034697 0.00051488085332944975 0.0011985266553884695 0.00017164309455917589 0.0018938131492504562 0.001311212025229419 0.00087949827009408321 0.00062256192067424159 0.0016135056577358921 0.0013818873512400002 0.0018366161883847959 0.0016128637577579659 0.0015513793187668862 0.0014603221703010064
leaf_weight=57 57 57 71 55 86 80 60 162 52 63 60 57 70 64 65 123 56 79 68 76 80 69 534 152
leaf_count=57 57 57 71 55 86 80 60 162 52 63 60 57 70 64 65 123 56 79 68 76 80 69 534 152
internal_value=0 0.000825645 0.00150508 0.00100037 0.00119487 0.00154276 0.0018425 0.00151371 0.000606415 0.001329 0.00153507 0.000792647 0.00119197 0.00039215 0.00159041 0.00139958 0.00105702 0.000495659 0.00143743 0.00156537 0.00165356 0.00174941 0.00153032 0.00139376
internal_weight=0 696 1657 496 332 1586 140 1446 164 275 1389 112 189 200 986 403 126 136 343 852 242 134 610 275
internal_count=2353 696 1657 496 332 1586 140 1446 164 275 1389 112 189 200 986 403 126 136 343 852 242 134 610 275
is_linear=0
shrinkage=0.0032998


Tree=4748
num_leaves=23
num_cat=0
split_feature=1 14 2 16 1 1186 1447 16 13 1 10 133 49 157 481 1456 157 1 16 12 131 1429
split_gain=0.423213 0.712285 0.654674 0.570145 0.542925 0.408972 0.403109 0.363744 0.263439 0.338173 0.220399 0.332779 0.366236 0.213579 0.197845 0.196309 0.184414 0.209504 0.140779 0.18738 0.123371 0.121812
threshold=0.089625000000000024 -1.0000000180025095e-35 0.090485000000000024 0.5136400000000001 0.10548500000000001 0.049580000000000006 -0.085709999999999995 -0.014754999999999999 -0.39067499999999994 0.11212500000000002 0.046740000000000011 1.0000000180025095e-35 -0.0066849999999999991 -0.082134999999999986 -0.084744999999999987 0.024960000000000003 -0.049319999999999996 0.07635500000000002 -0.018199999999999997 0.091255000000000017 0.09474500000000001 0.083870000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 10 4 -4 6 -1 -2 -6 -10 11 12 -3 21 -15 16 -16 -18 19 -14 -20 -8
right_child=1 2 3 -5 8 -7 13 -9 9 -11 -12 -13 18 14 15 -17 17 -19 20 -21 -22 -23
leaf_value=0.017368074418948463 0.024213889187397426 0.02176956846717382 -0.019720627870216462 0.0095737606051177915 0.0065580334246635626 0.020257921022142446 0.0077245354804271107 0.0046169189375661786 0.0036135943666499417 -0.013020715355223225 -0.0053458566138332971 -0.00232710030906176 0.016466440271118273 -0.0053479195738980233 -0.005336766295658062 0.012706765598952478 0.0038233649206141081 0.010407576474782259 -0.0042650779833358311 0.0032848612079102025 0.0073183996923565321 0.018016786034732286
leaf_weight=84 56 52 84 61 53 60 90 52 53 99 55 99 62 54 52 88 817 165 52 61 52 52
leaf_count=84 56 52 84 61 53 60 90 52 53 99 55 99 62 54 52 88 817 165 52 61 52 52
internal_value=0 0.00198276 0.000213269 -0.00519684 -0.00832073 0.00663919 0.00605508 0.0147949 -0.00364079 -0.00720877 0.00459049 0.00604101 0.00901677 0.00533271 0.00458574 0.00506544 0.00441337 0.0049315 0.00608751 0.00994384 0.00150939 0.0115062
internal_weight=0 891 783 350 289 1462 1402 108 205 152 433 378 279 1318 1176 1122 1034 982 227 123 104 142
internal_count=2353 891 783 350 289 1462 1402 108 205 152 433 378 279 1318 1176 1122 1034 982 227 123 104 142
is_linear=0
shrinkage=0.16829


Tree=4749
num_leaves=26
num_cat=0
split_feature=3 16 12 16 131 4 16 3 4 376 3 16 42 12 43 43 3 4 52 403 133 3 3 3 43
split_gain=0.476481 0.436294 0.29055 0.330287 0.276166 0.249856 0.37659 0.586413 0.213545 0.312635 0.265576 0.185076 0.287716 0.193577 0.249886 0.27766 0.178911 0.307657 0.176626 0.16104 0.143399 0.133876 0.132643 0.0977767 0.105313
threshold=-0.065974999999999992 -0.079929999999999987 0.083970000000000017 -0.0088649999999999996 0.091885000000000008 -0.37626499999999991 0.00088000000000000003 0.045635000000000002 0.45363500000000007 0.048375000000000008 0.12566000000000002 -0.083479999999999985 -0.079234999999999986 0.10031500000000002 0.085460000000000022 0.0035900000000000007 -0.14162499999999997 -0.085154999999999995 0.090245000000000006 -0.074254999999999988 -0.062749999999999986 -0.08292999999999999 -0.081129999999999994 -0.073309999999999986 -0.081204999999999986
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=1 11 3 -3 5 -2 8 -8 9 10 18 13 -13 14 15 20 -4 -18 -7 21 -1 -19 -22 24 -21
right_child=4 2 16 -5 -6 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17 17 19 -20 23 22 -23 -24 -25 -26
leaf_value=0.011412988555533304 0.0079855852085556397 0.024649770723182089 0.013514485869321125 0.0069362362855191519 0.011622277563992962 0.0011350878819580308 0.00036081538157231135 -0.023589482217790933 0.0089064855760207107 -0.012307414342485406 -0.0083447392734015829 0.0037811385744644425 -0.012826231396315153 -0.0044799592335390756 0.015770441762207019 -0.0067825905466225725 -0.0056249412715323596 0.017198265360973016 0.01199956397723376 0.0072514642688960703 0.005849479636632595 0.0071223679941262606 -0.0026623405214646449 0.01137013488581334 0.0022453634148145237
leaf_weight=84 86 59 100 61 58 214 65 52 71 60 70 65 54 72 53 63 60 70 53 234 177 82 73 72 245
leaf_count=84 86 59 100 61 58 214 65 52 71 60 70 65 54 72 53 63 60 70 53 234 177 82 73 72 245
internal_value=0 0.00566165 0.00788983 0.0156604 0.000479993 -0.000480448 -0.0017281 -0.0102684 0.00040314 -0.00111308 0.000874641 0.00224186 -0.00373988 0.00360896 0.00490717 0.00345239 0.00680725 0.00592584 0.00329844 0.00691423 0.00538832 0.0117744 0.00335684 0.00557024 0.00469468
internal_weight=0 1624 983 120 729 671 585 117 468 397 337 641 119 522 450 397 863 763 267 703 334 152 250 551 479
internal_count=2353 1624 983 120 729 671 585 117 468 397 337 641 119 522 450 397 863 763 267 703 334 152 250 551 479
is_linear=0
shrinkage=0.16829


Tree=4750
num_leaves=21
num_cat=0
split_feature=1 52 123 47 2 52 43 1 13 1429 0 16 15 16 0 0 15 0 2 0
split_gain=19.5665 3.9086 2.30285 1.77087 1.51804 1.35883 1.04443 0.866354 0.556684 0.467106 0.781638 0.61521 1.30743 0.443389 0.791315 0.416828 0.406935 0.316409 0.29176 0.133076
threshold=0.10538500000000002 -0.29521499999999995 1.0000000180025095e-35 0.078345000000000012 0.11626500000000002 -0.080064999999999983 -0.46848499999999998 0.11869500000000001 -0.032264999999999995 0.086825000000000013 -0.076539999999999983 0.07277500000000002 0.089625000000000024 -0.018199999999999997 -0.096374999999999975 -0.049464999999999988 0.076335000000000014 0.014040000000000002 1.0000000180025095e-35 -0.098179999999999976
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 -2 4 5 6 -3 -1 19 -6 10 13 12 -12 16 -15 -9 -8 -13 -5 -7
right_child=1 3 -4 18 8 7 9 15 -10 -11 11 17 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0014426905728544726 0.0019127657278352052 0.00046054293064505709 0.0012603501180934568 0.0015432126774922925 0.0017202985400298634 0.0013351016772487571 0.0017946493633451022 0.00069840152434759841 0.0012379385676347702 0.0021527766817470806 0.0011730112693570814 0.0017326988713316054 0.0017945827447284658 0.0023851633839754439 0.0019598772495262153 0.0010620543539179132 0.0019456714611997699 0.0020614090822834185 0.0011917105758231241 0.0010944253989683143
leaf_weight=56 57 69 72 52 53 52 331 101 53 80 52 60 130 57 322 53 506 74 54 54
leaf_count=56 57 69 72 52 53 52 331 101 53 80 52 60 130 57 322 53 506 74 54 54
internal_value=0 0.0010996 0.00184038 0.000992965 0.0018639 0.000873161 0.00188831 0.000982528 0.00147945 0.00190377 0.00189074 0.00174337 0.00161718 0.00192901 0.00202393 0.000823784 0.00188599 0.00191449 0.00136448 0.00121283
internal_weight=0 492 1846 435 1774 329 1668 260 106 1612 1532 316 182 1216 379 154 837 134 106 106
internal_count=2338 492 1846 435 1774 329 1668 260 106 1612 1532 316 182 1216 379 154 837 134 106 106
is_linear=0
shrinkage=0.0032998


Tree=4751
num_leaves=21
num_cat=0
split_feature=2 12 147 42 0 12 2 475 2 12 0 12 12 130 0 50 474 12 52 43
split_gain=12.1512 8.05271 2.19252 1.84589 1.52647 0.947302 0.895461 0.832328 1.31907 0.772555 0.723444 0.576143 0.521002 0.423563 0.311959 0.28279 0.247882 0.157156 0.145145 0.134302
threshold=0.12051500000000002 -0.011819999999999999 0.088610000000000008 -0.043469999999999995 -0.084114999999999981 -0.094119999999999995 0.14307 -0.074744999999999992 0.10188000000000001 0.087495000000000003 -0.14216999999999999 0.092495000000000008 0.078515000000000015 0.016915000000000003 -0.049024999999999992 0.083090000000000011 0.085500000000000007 0.095780000000000018 0.026115000000000003 -0.081694999999999976
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 7 -1 -2 -5 -6 14 10 -10 12 15 -9 -13 16 -12 -3 -11 -19 -7
right_child=4 2 -4 5 6 19 -8 8 9 17 11 13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0015048427904892831 0.00044257264815949024 0.0016325185755431558 0.00097641823592085723 0.00043584224230504049 0.0012048690926609879 0.00085624156456805788 0.00071544782625013919 0.0016973929051914444 0.0011402468689081615 0.0016671149330564753 0.001657155009377798 0.0014822119023818387 0.0021531319917802052 0.0017858099687299786 0.0020466962483712769 0.0018158762269721278 0.0018766515973572548 0.0013435351608409292 0.0015787243624408235 0.0010885373613011868
leaf_weight=52 89 90 55 55 89 61 76 58 83 61 646 319 54 61 56 158 100 64 58 53
leaf_count=52 89 90 55 55 89 61 76 58 83 61 646 319 54 61 56 158 100 64 58 53
internal_value=0 0.00155636 0.00162703 0.000960417 0.000791602 0.000792692 0.000979652 0.00164681 0.00161851 0.00140599 0.0016621 0.00163792 0.00191744 0.00153104 0.00182633 0.00168839 0.0017612 0.00152632 0.00145564 0.000964548
internal_weight=0 2084 1863 221 254 169 165 1808 1562 266 1296 1184 112 380 246 804 190 183 122 114
internal_count=2338 2084 1863 221 254 169 165 1808 1562 266 1296 1184 112 380 246 804 190 183 122 114
is_linear=0
shrinkage=0.0032998


Tree=4752
num_leaves=10
num_cat=0
split_feature=43 4 0 40 48 3 15 16 0
split_gain=0.607302 0.368737 0.347366 0.34142 0.531131 0.331701 0.316401 0.235639 0.378476
threshold=-0.50504499999999986 -0.50547999999999982 0.024745000000000003 -0.084904999999999994 0.12474000000000002 -0.10919499999999999 -0.45015499999999992 0.46043000000000006 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -4 -5 8 -8
right_child=1 2 5 4 -6 -7 7 -9 -10
leaf_value=-0.011702147721279548 0.017395997116827627 -0.0065449408105173711 -0.0085272947207576232 -0.002925915822401007 0.023170357644029339 0.0081094758366594879 0.0070405769413767012 -0.00078769043653744873 0.021500329059773612
leaf_weight=53 85 54 86 95 56 56 1697 103 53
leaf_count=53 85 54 86 95 56 56 1697 103 53
internal_value=0 0.00650846 0.00608699 0.00664266 0.00699891 -0.00195366 0.0065331 0.00701902 0.00747953
internal_weight=0 2285 2200 2058 2004 142 1948 1853 1750
internal_count=2338 2285 2200 2058 2004 142 1948 1853 1750
is_linear=0
shrinkage=0.16829


Tree=4753
num_leaves=16
num_cat=0
split_feature=43 1 3 157 3 11 3 42 15 52 15 3 1211 483 15
split_gain=0.420204 0.369644 0.441303 0.565748 0.623175 0.334045 0.455321 0.254338 0.384639 0.209661 0.27537 0.181081 0.169699 0.159791 0.12085
threshold=-0.50504499999999986 0.10574000000000001 0.077930000000000013 -0.027269999999999996 -0.0092099999999999977 0.077290000000000011 -0.11756999999999999 0.096295000000000019 -0.094124999999999986 0.49868000000000007 -0.15150999999999998 0.149315 0.11236000000000002 0.085765000000000022 -0.11984499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 7 6 -2 8 -5 10 -8 -4 13 -12 -13
right_child=1 2 11 4 -6 -7 9 -9 -10 -11 12 14 -14 -15 -16
leaf_value=-0.0097327956809323407 -0.0072188407835893625 -0.017952734755961385 0.015385269280713097 -0.0098036851773191051 -0.014028784313066299 0.015982499306005937 -0.0056226098193102323 0.014574449224983233 0.0084593720140732163 0.01409702869122462 0.0074050268531091019 0.0096613087286966885 -0.0029316649194851153 0.0012836017102612347 -0.0017884628737684207
leaf_weight=53 71 55 63 53 61 100 55 60 85 98 1294 52 52 134 52
leaf_count=53 71 55 63 53 61 100 55 60 85 98 1294 52 52 134 52
internal_value=0 0.00541316 0.00126325 -0.0024498 0.000835389 0.00651865 0.0059622 0.00542383 0.00143228 0.00653639 0.00605252 0.00825545 0.00648761 0.00683187 0.00391915
internal_weight=0 2285 481 314 259 1804 1704 198 138 1633 1535 167 1480 1428 104
internal_count=2338 2285 481 314 259 1804 1704 198 138 1633 1535 167 1480 1428 104
is_linear=0
shrinkage=0.16829


Tree=4754
num_leaves=19
num_cat=0
split_feature=49 48 1429 475 0 16 43 43 2 16 16 0 2 1 1213 51 1 402
split_gain=0.319147 0.375644 0.268943 0.347411 0.233215 0.517195 0.490502 0.328379 0.235508 0.933648 0.368775 0.661891 0.314534 0.254748 0.250222 0.219421 0.226164 0.191764
threshold=-0.15562499999999999 0.12474000000000002 0.084895000000000012 -0.08230999999999998 -0.076539999999999983 -0.082909999999999984 -0.15318999999999997 -0.0030199999999999997 0.10272000000000002 -0.078844999999999985 -0.018199999999999997 -0.096594999999999986 0.11225500000000001 0.089150000000000021 -0.112105 0.087425000000000017 0.079865000000000019 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 7 -7 -6 10 12 14 -12 -10 -13 -2 16 -8 -16
right_child=1 -3 3 -5 5 6 15 -9 9 -11 11 13 -14 -15 17 -17 -18 -19
leaf_value=-0.0078884630740661543 0.012791380028776949 0.018157863349759391 0.019925606439077516 0.002318871528541328 0.021094902089426208 -0.016448892643713638 0.0035081786679961391 0.002946059369417468 -0.0024364397038827948 -0.016151010313601843 0.026936126283507982 0.0050599081321790456 0.013889376801642516 0.017768780344663823 0.0091055148694950631 0.0096205391750273685 -0.0043246382529062355 0.0018027121596365392
leaf_weight=60 81 56 68 60 53 53 189 61 54 70 57 264 87 54 121 66 233 651
leaf_count=60 81 56 68 60 53 53 189 61 54 70 57 264 87 54 121 66 233 651
internal_value=0 0.00453545 0.00419132 0.0116865 0.00373231 0.00109634 -0.00107141 0.0113994 0.00493089 -0.0002548 0.00582338 0.0102248 0.00762419 0.00722367 0.00388632 0.000595001 -0.000812318 0.00294965
internal_weight=0 2278 2222 128 2094 655 541 114 1439 211 1228 375 141 318 853 488 422 772
internal_count=2338 2278 2222 128 2094 655 541 114 1439 211 1228 375 141 318 853 488 422 772
is_linear=0
shrinkage=0.16829


Tree=4755
num_leaves=16
num_cat=0
split_feature=3 39 2 16 147 43 14 3 13 3 43 39 160 0 16
split_gain=11.9784 7.097 4.061 1.65554 1.43169 1.22027 0.851732 0.764848 0.580653 0.556107 0.69151 0.500644 0.407264 0.29252 0.11043
threshold=0.31370500000000007 0.081875000000000017 0.11461500000000001 -0.38959499999999997 0.087350000000000025 -0.049914999999999994 0.076175000000000007 -0.15315499999999996 -0.009329999999999998 -0.076554999999999998 -0.033174999999999989 0.087880000000000014 -1.0000000180025095e-35 -0.072529999999999983 0.16141000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 8 7 -1 11 13 -11 -3 -5 -9 -14
right_child=-2 5 3 12 -6 -7 -8 9 -10 10 -12 -13 14 -15 -16
leaf_value=0.0012165337054690372 3.4092829618146159e-05 0.0011272349665987914 0.00054058876086240601 0.00095089426197066584 0.0010140522116406801 0.0012744780629832468 0.0019067930101192645 0.0015772289123246728 0.00051766145008119648 0.0012151506370555651 0.0015100121534299446 0.00069698218521512629 0.0012072064883486683 0.0014168889274769384 0.0014227789116618241
leaf_weight=96 74 53 57 52 64 62 60 1049 77 130 270 68 60 146 52
leaf_count=96 74 53 57 52 64 62 60 1049 77 130 270 68 60 146 52
internal_value=0 0.00138342 0.00144901 0.00102617 0.00150047 0.000869698 0.00151823 0.00150442 0.000742771 0.00152173 0.00141427 0.000885731 0.00119472 0.00155767 0.00130761
internal_weight=0 2296 2036 221 1815 260 1751 1691 198 1595 400 121 164 1195 112
internal_count=2370 2296 2036 221 1815 260 1751 1691 198 1595 400 121 164 1195 112
is_linear=0
shrinkage=0.0032998


Tree=4756
num_leaves=17
num_cat=0
split_feature=3 42 41 3 0 0 15 47 43 49 131 12 12 3 457 15
split_gain=0.652291 0.38267 0.314614 0.393725 0.363798 0.280087 0.272817 0.282102 0.278481 0.226378 0.185462 0.265497 0.257461 0.163859 0.155355 0.124467
threshold=0.31370500000000007 0.091315000000000021 0.07831500000000001 -0.15315499999999996 0.062580000000000011 -0.082454999999999987 -0.14820999999999998 0.11227500000000001 -1.0000000180025095e-35 -0.11612499999999999 0.092855000000000007 1.0000000180025095e-35 0.094225000000000017 -0.072579999999999992 -0.083209999999999992 -0.097499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 15 8 9 -5 -8 11 -7 -13 -14 -11 -3
right_child=-2 5 -4 6 -6 10 7 -9 -10 14 -12 12 13 -15 -16 -17
leaf_value=-0.014496716687859235 -0.011560545075467915 0.00099320533655219089 0.017848946125267332 0.0051336274590532685 0.0042756945921076667 0.015453250332858401 0.015976208097754414 -0.0057393235895853642 0.020655887128464927 -0.0010930612333969541 -0.0061493214708845632 -0.0055294754780310061 0.010898672854626522 0.00032568123519381828 0.0058156303323160284 -0.009048466063617807
leaf_weight=53 74 53 58 63 65 53 59 63 69 99 53 80 91 77 1259 101
leaf_count=53 74 53 58 63 65 53 59 63 69 99 53 80 91 77 1259 101
internal_value=0 0.00448603 0.00564418 0.00523396 -0.00414076 0.000406204 0.00592131 0.00526546 0.0132611 0.00575601 0.00301584 0.00463561 0.00231653 0.00606341 0.00531065 -0.0055809
internal_weight=0 2296 1788 1730 118 508 1612 1480 132 1417 354 301 248 168 1358 154
internal_count=2370 2296 1788 1730 118 508 1612 1480 132 1417 354 301 248 168 1358 154
is_linear=0
shrinkage=0.16829


Tree=4757
num_leaves=27
num_cat=0
split_feature=1 3 1 4 12 2 2 123 12 4 4 47 151 4 43 4 133 42 2 43 42 2 12 42 2 3
split_gain=23.6193 4.14719 3.72435 3.07841 3.27674 2.56859 1.68831 1.39305 1.01672 0.779319 0.788309 0.636152 0.621163 0.480593 0.47067 0.705475 0.431727 0.387327 0.612839 0.487534 0.363783 0.288275 0.223641 0.222257 0.184224 0.159039
threshold=0.11869500000000001 0.31299000000000005 0.089475000000000013 -0.17689999999999997 0.086885000000000004 0.12358500000000001 0.14106500000000002 0.083795000000000022 0.091515000000000013 -1.0000000180025095e-35 0.26450500000000005 0.098400000000000015 -0.081519999999999981 -0.42305999999999994 -0.081114999999999979 0.020345000000000005 -0.0061299999999999992 0.084675000000000014 0.092425000000000021 -0.07027499999999999 0.092160000000000006 0.091725000000000015 0.099815000000000015 0.11214000000000002 0.087675000000000017 -0.082879999999999995
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 6 5 -4 9 8 7 -2 13 12 -11 20 -5 -1 21 16 -16 18 -10 -19 25 24 -20 -21 -15 -6
right_child=1 -3 3 4 11 -7 -8 -9 17 10 -12 -13 -14 14 15 -17 -18 19 22 23 -22 -23 -24 -25 -26 -27
leaf_value=0.0020768946969424054 0.0012071847292758914 -0.00014557024958715881 0.001987213531675202 0.0010462469307710111 0.0016060827184514413 0.00098676833108174195 0.0002850461312103134 0.00054682247860019667 0.0018910809540882037 0.0014758759193670157 0.0009585650369401509 0.0012363863832244994 0.00055471419825276207 0.0018737453849970583 0.0017368797030662042 0.0019960775385424053 0.0015489375848583777 0.0012520471493477048 0.0016913214239487446 0.0017588707046211896 0.0014554016118680756 0.0020550379859369185 0.0014190727647551682 0.0014564452480513189 0.0016925212786670263 0.001850298351424583
leaf_weight=54 99 67 79 58 58 55 52 54 85 57 75 61 55 173 327 78 234 74 59 53 87 65 82 58 104 67
leaf_count=54 99 67 79 58 58 55 52 54 85 57 75 61 55 173 327 78 234 74 59 53 87 65 82 58 104 67
internal_value=0 0.000566706 0.00160041 0.00137964 0.00128691 0.0016882 0.000799671 0.000974346 0.00171485 0.00100945 0.00118222 0.00153578 0.000807317 0.00177027 0.00175335 0.00169981 0.00165855 0.00157522 0.00166798 0.00146171 0.00162176 0.0018533 0.00153324 0.00160116 0.00180583 0.00173726
internal_weight=0 272 2098 597 518 1501 205 153 1446 245 132 273 113 1035 981 639 561 411 226 185 212 342 141 111 277 125
internal_count=2370 272 2098 597 518 1501 205 153 1446 245 132 273 113 1035 981 639 561 411 226 185 212 342 141 111 277 125
is_linear=0
shrinkage=0.0032998


Tree=4758
num_leaves=27
num_cat=0
split_feature=1 52 3 0 52 47 1 2 52 0 0 1 15 3 42 52 49 3 133 402 42 52 0 3 2 15
split_gain=16.8304 6.48142 3.27589 2.00909 1.88694 1.33722 1.2932 1.32493 0.909416 0.78148 0.680862 0.655745 0.585765 0.988076 0.650981 0.529564 0.420631 0.403394 0.315016 0.274813 0.355441 0.262225 0.189933 0.174085 0.334203 0.140154
threshold=0.10141500000000002 -0.41304999999999997 0.31400500000000003 -0.071844999999999978 0.13675000000000001 0.07813500000000001 0.089475000000000013 0.08647500000000001 -0.42890999999999996 -0.14989499999999997 -0.099329999999999988 0.11181500000000001 0.041820000000000003 -0.10919499999999999 0.10321000000000001 0.11614000000000001 0.093600000000000017 -0.080464999999999995 0.048240000000000005 -0.085519999999999985 0.088305000000000008 0.024560000000000002 -0.082404999999999992 -0.0088599999999999981 0.10527500000000002 0.092135000000000009
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=3 -2 4 6 5 10 9 22 -5 -1 11 -3 13 -10 -14 16 19 -18 -17 -11 -21 -15 -8 24 -12 -24
right_child=1 2 -4 8 -6 -7 7 -9 12 15 23 -13 14 21 -16 18 17 -19 -20 20 -22 -23 25 -25 -26 -27
leaf_value=0.0022438784455815911 0.0020458666696105423 0.0008772125265012657 0.00035407254454191913 0.0019404375160244336 0.0016729249938750473 0.0013977881080726989 0.0016355702303069025 0.001189584663061716 0.0010100690780542728 0.0021220533159456768 0.0010670956018530527 0.0014017105470869047 0.0019512209932965735 0.0014213881672828885 0.001448313351748227 0.0015064576877783071 0.001958356474296697 0.0015714636316965457 0.0018251113252038074 0.001962345260577346 0.0017796457508835481 0.0017330226836498096 0.0019955612407937433 0.00066162803411784021 0.0007018709079509996 0.0017509006135569122
leaf_weight=75 79 52 68 68 61 89 64 54 52 92 55 53 57 72 57 55 53 70 96 617 149 53 53 62 56 58
leaf_count=75 79 52 68 68 61 89 64 54 52 92 55 53 57 72 57 55 53 70 96 617 149 53 53 62 56 58
internal_value=0 0.00116757 0.00102761 0.00181648 0.00113454 0.00104496 0.00187182 0.00164339 0.00159502 0.00191513 0.00093188 0.00114229 0.00151419 0.00139426 0.00170008 0.00189332 0.00192161 0.00173846 0.00170928 0.00194782 0.00192685 0.0015538 0.00178322 0.000803968 0.000883156 0.00186804
internal_weight=0 575 496 1795 428 367 1436 229 359 1207 278 105 291 177 114 1132 981 123 151 858 766 125 175 173 111 111
internal_count=2370 575 496 1795 428 367 1436 229 359 1207 278 105 291 177 114 1132 981 123 151 858 766 125 175 173 111 111
is_linear=0
shrinkage=0.0032998


Tree=4759
num_leaves=26
num_cat=0
split_feature=1 155 2 2 14 1 123 0 0 0 2 13 49 0 1 133 42 13 0 0 2 484 42 0 50
split_gain=23.8281 4.60026 3.13972 1.71321 1.59178 1.19794 1.18475 0.953547 1.14892 0.926725 0.668524 0.507943 0.398185 0.394625 0.391236 0.275484 0.271249 0.380341 0.343715 0.271451 0.544367 0.297165 0.174924 0.127623 0.0923445
threshold=0.10141500000000002 0.088610000000000008 0.14530500000000005 0.12358500000000001 0.062655000000000016 0.089475000000000013 0.089155000000000012 -0.019414999999999998 -0.091809999999999989 -0.095584999999999989 0.098365000000000022 0.016935000000000002 -0.052259999999999994 -0.072529999999999983 0.11156000000000001 0.092470000000000011 0.084175000000000014 -0.087359999999999979 -0.098179999999999976 -0.085669999999999982 0.087045000000000025 -0.081554999999999989 1.0000000180025095e-35 -0.069884999999999989 0.091755000000000017
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 6 4 5 10 7 8 12 -7 16 15 -2 24 -14 23 17 -1 -19 21 -21 -18 -10 -12 -11
right_child=1 -3 -4 -5 -6 9 -8 -9 22 13 11 -13 14 -15 -16 -17 19 18 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0025679184628357834 0.0016834333858086266 0.0022846984529095249 0.00077734546969506749 0.0016617437381914357 0.0027622217103834791 0.0016689644980365493 0.0010480200627816403 0.0011701909322672311 0.0017511476815594369 0.0022973724606602519 0.0023787201295779226 0.001820486375741041 0.0015461053036831523 0.0019133582849099032 0.0011669778893818937 0.0020155736646081069 0.0021218921218177744 0.0020917566715633533 0.0023448039898636384 0.0019082471694560012 0.0022539895124864102 0.0023791209422867107 0.002015256833425425 0.0021507614099713912 0.0021209695809192471
leaf_weight=75 55 64 88 58 62 63 64 64 65 86 70 55 56 68 66 70 69 70 474 70 186 201 53 52 66
leaf_count=75 55 64 88 58 62 63 64 64 65 86 70 55 56 68 66 70 69 70 474 70 186 201 53 52 66
internal_value=0 0.00144991 0.00134529 0.00222199 0.00224067 0.00222135 0.00146336 0.00153731 0.00161683 0.00202444 0.00226136 0.00210394 0.00144781 0.00212608 0.00134129 0.00218495 0.00229528 0.00234334 0.00231231 0.00223867 0.00215959 0.00231352 0.00187007 0.00228185 0.00222101
internal_weight=0 575 511 1795 1737 1675 423 359 295 283 1392 247 177 220 122 192 1145 619 544 526 256 270 118 122 152
internal_count=2370 575 511 1795 1737 1675 423 359 295 283 1392 247 177 220 122 192 1145 619 544 526 256 270 118 122 152
is_linear=0
shrinkage=0.0032998


Tree=4760
num_leaves=24
num_cat=0
split_feature=10 2 1 1 4 1 2 43 42 12 160 160 481 159 15 1213 2 15 15 4 1 2 12
split_gain=0.344367 0.539594 0.32158 0.336809 0.479518 0.377835 0.570639 0.496116 0.239405 0.575792 0.214463 0.297305 0.251844 0.270714 0.355399 0.20109 0.185799 0.102306 0.194313 0.217093 0.190538 0.141349 0.103015
threshold=0.058500000000000003 -0.013254999999999998 0.10080500000000002 0.14602500000000004 -0.37983499999999992 0.10647000000000001 0.13459500000000005 -0.079689999999999983 0.088585000000000011 0.085635000000000003 0.051820000000000005 0.10396000000000001 -0.084999999999999992 -0.018749999999999996 -0.061559999999999997 -0.080769999999999995 0.091545000000000015 0.091475000000000015 -0.039984999999999993 -0.080659999999999996 0.092485000000000026 0.093595000000000025 0.094185000000000005
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=1 -1 8 4 -4 -6 7 -7 10 -10 12 16 -3 14 -14 -15 -12 18 22 -20 21 -19 -11
right_child=-2 2 3 -5 5 6 -8 -9 9 17 11 -13 13 15 -16 -17 -18 20 19 -21 -22 -23 -24
leaf_value=0.0223752408003033 -0.0053785708012650734 0.017430250388252553 0.016821604016487704 0.016204939534531875 -0.012108572906431359 -0.0067888718528617059 -0.0089618771004004241 0.01140634252179613 0.028257330311720782 0.0040438337562545817 0.011833334550873433 0.0051248139829899626 0.0076163517288311963 0.012542551258643482 -0.011959027673531693 0.0057848096673230771 0.025302463367929483 -0.0018555623662386692 0.0095064622858448914 0.024175710091024798 0.015665709354052957 0.0088046944147955452 0.012836553176590756
leaf_weight=75 53 58 57 57 59 56 88 174 55 81 63 87 53 152 52 712 55 66 54 62 53 75 72
leaf_count=75 53 58 57 57 59 56 88 174 55 81 63 87 53 152 52 712 55 66 54 62 53 75 72
internal_value=0 0.00832083 0.00784966 0.00403705 0.00243482 0.00025487 0.00255437 0.00696839 0.00891835 0.0119601 0.00763797 0.0126175 0.00664226 0.00599468 -0.00206101 0.00697575 0.0181265 0.0100203 0.012154 0.0173624 0.00705241 0.00380205 0.00819333
internal_weight=0 2316 2241 491 434 377 318 230 1750 518 1232 205 1027 969 105 864 118 463 269 116 194 141 153
internal_count=2369 2316 2241 491 434 377 318 230 1750 518 1232 205 1027 969 105 864 118 463 269 116 194 141 153
is_linear=0
shrinkage=0.16829


Tree=4761
num_leaves=22
num_cat=0
split_feature=1 4 3 2 4 3 16 11 15 3 2 16 2 160 474 16 42 133 16 133 2
split_gain=9.90419 2.47171 1.71009 1.27428 0.736851 0.51656 0.487199 0.462569 0.462529 0.609258 0.585354 0.518571 0.318453 0.273479 0.324378 0.30159 0.238343 0.222687 0.249445 0.12611 0.112804
threshold=0.10141500000000002 -0.37626499999999991 -0.036844999999999996 0.10244500000000002 0.04105000000000001 0.08734500000000002 0.0060650000000000009 1.0000000180025095e-35 -0.019239999999999997 0.099930000000000005 0.10672500000000001 -0.48186499999999993 0.11342000000000001 -0.015149999999999999 0.088125000000000009 0.0060650000000000009 -0.0079449999999999989 -0.07218999999999999 -0.021179999999999997 -0.16763999999999998 0.10083000000000002
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=4 -2 3 6 5 7 -3 12 9 10 -4 -11 13 14 15 -1 -6 19 -19 -15 -18
right_child=1 2 8 -5 16 -7 -8 -9 -10 11 -12 -13 -14 17 -16 -17 20 18 -20 -21 -22
leaf_value=0.001124190835388713 0.0012215028348156944 0.001252297397748425 0.00052467520798425997 0.00048331861936579953 0.00084680585790165722 0.00091916828650712623 0.00081963044526398173 0.0014289654888433442 0.00015179152983304251 0.00040550838027195136 7.5610527271991981e-05 0.00081828498928420649 0.00096232424660449591 0.0012155462747511722 0.0013555877220444183 0.00085783307627351258 0.0011471362598213062 0.001144371555577786 0.0012791461920261358 0.0013765233241676777 0.00096803484332557256
leaf_weight=280 74 59 70 73 88 79 56 88 55 59 58 77 71 94 55 57 86 431 240 142 77
leaf_count=280 74 59 70 73 88 79 56 88 55 59 58 77 71 94 55 57 86 431 240 142 77
internal_value=0 0.000657718 0.000575361 0.0008252 0.0011538 0.00118099 0.00104191 0.00119515 0.00042801 0.000485422 0.000321468 0.000639472 0.00118011 0.00119198 0.00111811 0.00107924 0.000987178 0.00122387 0.00119263 0.00131255 0.00106275
internal_weight=0 581 507 188 1788 1537 115 1458 319 264 128 136 1370 1299 392 337 251 907 671 236 163
internal_count=2369 581 507 188 1788 1537 115 1458 319 264 128 136 1370 1299 392 337 251 907 671 236 163
is_linear=0
shrinkage=0.0032998


Tree=4762
num_leaves=11
num_cat=0
split_feature=41 16 1186 13 9 1 15 16 52 1447
split_gain=0.40642 0.330358 0.250176 0.305305 0.252452 0.416015 0.597298 0.512754 0.317125 0.202474
threshold=0.07831500000000001 -0.089604999999999976 0.060550000000000007 0.26379000000000002 0.082870000000000013 0.14566000000000004 -0.24042999999999998 -0.41163499999999992 0.51307000000000014 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 9 -8
right_child=1 -3 -4 -5 -6 -7 8 -9 -10 -11
leaf_value=0.0060042418778222233 0.007349917749945623 0.025666998075815198 -0.0026396488148995789 0.01918655080690115 -0.0040351561760755515 0.021794862864957354 -0.00028405305687194074 -0.017175920956433902 -0.0037655604739394253 0.0083007134042701464
leaf_weight=55 52 61 75 59 58 54 81 53 68 1753
leaf_count=55 52 61 75 59 58 54 81 53 68 1753
internal_value=0 0.0172538 0.00689952 0.00722838 0.00689504 0.00720306 0.00681015 -0.00535457 0.00750184 0.00792058
internal_weight=0 113 2256 2181 2122 2064 2010 108 1902 1834
internal_count=2369 113 2256 2181 2122 2064 2010 108 1902 1834
is_linear=0
shrinkage=0.16829


Tree=4763
num_leaves=17
num_cat=0
split_feature=3 1 13 12 1 43 49 16 47 12 3 12 3 403 1210 42
split_gain=0.22961 0.335261 0.327458 0.324476 0.41966 0.456039 0.379766 0.247565 0.237 0.181478 0.176793 0.209046 0.190564 0.175644 0.302106 0.177771
threshold=-0.14443999999999999 0.10335000000000001 0.046185000000000004 1.0000000180025095e-35 0.10871500000000002 -0.063549999999999982 0.036705000000000008 -0.28430999999999995 0.084210000000000021 0.090410000000000004 0.08734500000000002 0.11769500000000001 -0.0035149999999999995 -0.54045999999999983 -0.083289999999999989 0.087495000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 4 -3 -6 7 -7 -5 -4 11 12 13 -2 -15 -16
right_child=1 3 9 8 5 6 -8 -9 -10 -11 -12 -13 -14 14 15 -17
leaf_value=0.019457029024695364 0.01587181825652079 -0.0086566215096338609 -0.0016311266120206803 -0.013256872905658693 -0.0024290183520985571 0.0083773561556107334 0.00012557047356917577 0.023598735455156238 0.0014369249800517256 0.011278954259161042 -0.00013746976107087815 -0.0032309429116232076 0.016030764930997445 -0.0047728367508660099 0.0057675441238413463 0.0097897883422422387
leaf_weight=86 62 58 52 61 93 53 53 72 63 75 100 53 71 62 865 490
leaf_count=86 62 58 52 61 93 53 53 72 63 75 100 53 71 62 865 490
internal_value=0 0.00562741 0.0114291 0.00155329 0.00432152 0.00710576 0.0120975 0.0171592 -0.00577699 0.00597879 0.00671007 0.00713837 0.00749409 0.00708307 0.00669725 0.00722341
internal_weight=0 2156 213 453 329 271 178 125 124 127 1703 1603 1550 1479 1417 1355
internal_count=2369 2156 213 453 329 271 178 125 124 127 1703 1603 1550 1479 1417 1355
is_linear=0
shrinkage=0.16829


Tree=4764
num_leaves=14
num_cat=0
split_feature=49 14 1374 49 0 12 12 13 0 12 2 3 4
split_gain=0.196618 0.212234 0.250107 0.160042 0.296546 0.205649 0.449095 0.39162 0.33535 0.272758 0.0927577 0.215317 0.208103
threshold=-0.15378499999999998 0.078745000000000009 -0.035729999999999991 -0.008964999999999999 -0.13010499999999997 -0.08731499999999999 -0.06202499999999999 -0.090834999999999985 -0.14989499999999997 0.083370000000000014 0.094835000000000017 -0.086574999999999985 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 -5 -8 -10 11 -6 -13
right_child=1 -3 3 5 10 6 8 -9 9 -11 -12 12 -14
leaf_value=0.013788305057138486 0.016533399026127337 -0.0054699008765987777 -0.0071284017575353534 0.0096557318066357711 0.015270013396308962 0.019603273391651566 0.016426047877585302 -0.009516289205008405 -0.00082135372050853785 0.0056724106149285509 -0.0012379821214320154 -0.0052871242401366318 0.0094149524300223726
leaf_weight=72 53 55 86 53 54 65 74 70 210 1410 58 53 56
leaf_count=72 53 55 86 53 54 65 74 70 210 1410 58 53 56
internal_value=0 0.00484247 0.00509625 0.00481851 0.00124808 0.00539998 0.00586535 -0.00124057 0.00533716 0.00482952 0.00451584 0.00657424 0.00224975
internal_weight=0 2297 2242 2189 307 1882 1759 123 1694 1620 221 163 109
internal_count=2369 2297 2242 2189 307 1882 1759 123 1694 1620 221 163 109
is_linear=0
shrinkage=0.16829


Tree=4765
num_leaves=19
num_cat=0
split_feature=1 3 12 1 1 2 3 14 14 1 15 3 12 160 3 52 1 156
split_gain=11.1482 2.5889 1.57209 1.30547 0.956802 0.855772 0.702875 0.911406 0.468492 0.46882 0.45012 0.993518 0.551785 0.390326 0.290986 0.259748 0.367157 0.191288
threshold=0.109225 -0.050489999999999993 -1.0000000180025095e-35 0.14787500000000001 0.092655000000000015 0.11500500000000001 0.10632000000000001 0.054835000000000009 -1.0000000180025095e-35 0.12450500000000002 -0.014614999999999998 -0.097829999999999986 0.083785000000000012 -1.0000000180025095e-35 -0.069254999999999997 0.37486000000000003 0.088885000000000006 0.087515000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 8 -1 -2 7 10 -3 -10 11 -4 13 -12 17 16 -13 -14
right_child=1 3 6 -5 -6 -7 -8 -9 9 -11 12 15 14 -15 -16 -17 -18 -19
leaf_value=0.0011036983686783081 0.0011154086765407533 0.00074658332879198625 0.0006893047008659297 -8.9446170377318764e-05 0.0005789959991867261 0.00059850688044346993 0.0008130515790787529 0.0015661860419189763 0.00057362120377268337 0.00022991482778335771 0.0012263499691860641 0.0011561929961390201 0.001215153722030238 0.0016073688685852986 0.00097498269155550513 0.0013616934127710408 0.00090881795538359583 0.0010193564435538392
leaf_weight=71 89 55 59 54 82 58 58 66 84 90 58 425 773 62 69 54 79 61
leaf_count=71 89 55 59 54 82 58 58 66 84 90 58 425 773 62 69 54 79 61
internal_value=0 0.000556277 0.00114435 0.000371533 0.000822716 0.000911701 0.00117223 0.00118442 0.000480389 0.000396045 0.00116903 0.00109803 0.00121182 0.0014235 0.00118365 0.00114118 0.00111749 0.00120088
internal_weight=0 430 1917 283 153 147 1764 1706 229 174 1640 617 1023 120 903 558 504 834
internal_count=2347 430 1917 283 153 147 1764 1706 229 174 1640 617 1023 120 903 558 504 834
is_linear=0
shrinkage=0.0032998


Tree=4766
num_leaves=25
num_cat=0
split_feature=1 3 3 4 3 150 2 2 4 3 43 43 15 43 3 4 1 43 484 49 15 4 2 43
split_gain=28.2898 4.83267 4.50842 3.16503 2.14052 1.91708 1.33528 1.70224 0.863048 0.778449 0.388265 0.342172 0.955469 1.07649 0.588439 0.288902 0.724092 0.284014 0.212378 0.226579 0.188116 0.256053 0.178733 0.0143619
threshold=0.109225 0.31534000000000006 -0.065259999999999999 0.41488500000000006 -0.055839999999999994 0.087380000000000013 0.074875000000000011 0.093565000000000023 0.053455000000000009 0.12991000000000003 -0.049914999999999994 -0.087484999999999993 0.03981500000000001 -0.11278499999999998 -0.10583499999999998 -0.060264999999999992 0.084795000000000023 -0.073404999999999984 -0.097314999999999985 -0.0070449999999999992 0.087720000000000006 -0.081839999999999982 0.10713500000000002 -0.091164999999999982
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 8 4 -2 6 -4 -8 11 -6 -5 12 13 -1 -14 -9 -17 -10 -13 -20 22 -22 -21 -15
right_child=1 -3 5 10 9 -7 7 15 17 -11 -12 18 14 23 -16 16 -18 -19 19 20 21 -23 -24 -25
leaf_value=0.00062652011385997688 0.00099021952168493405 -0.00057574496684604018 0.00045485858794256533 -0.0001806563704893225 7.5342790559366043e-05 0.000267938625490574 0.0014157289973749966 0.0010360588846534018 0.0011114639232641247 0.00061403076422910632 0.00015967349822068014 0.001448437289141418 0.0016322506121825939 0.0012275896086535914 0.0011889640732650243 0.00094874543748570204 0.00045695327724680913 0.000822600190103399 0.0010793749752520834 0.0013392120231237395 0.0010156941270032728 0.0012583538552314419 0.001132667454631583 0.0011324849482260001
leaf_weight=60 94 72 56 74 64 57 82 65 89 54 72 77 52 54 91 89 52 66 69 487 58 308 53 52
leaf_count=60 94 72 56 74 64 57 82 65 89 54 72 77 52 54 91 89 52 66 69 487 58 308 53 52
internal_value=0 0.000204116 0.00114073 0.000361058 0.000618541 0.000829312 0.000922228 0.00101298 0.00122308 0.00032216 -1.25812e-05 0.00124975 0.00115205 0.000980968 0.00135041 0.000852496 0.000767625 0.000988691 0.00127842 0.00126495 0.00127905 0.00122 0.00131901 0.00118127
internal_weight=0 430 1917 358 212 401 344 288 1516 118 146 1361 309 166 143 206 141 155 1052 975 906 366 540 106
internal_count=2347 430 1917 358 212 401 344 288 1516 118 146 1361 309 166 143 206 141 155 1052 975 906 366 540 106
is_linear=0
shrinkage=0.0032998


Tree=4767
num_leaves=14
num_cat=0
split_feature=3 9 41 2 1 1447 1447 3 0 3 3 0 15
split_gain=0.894071 0.340324 0.38522 0.270347 0.267556 0.208819 0.320158 0.207857 0.255641 0.24533 0.135504 0.124698 0.0781726
threshold=0.37720000000000004 -1.0000000180025095e-35 0.083975000000000008 0.11866500000000001 0.11846000000000002 -0.085804999999999979 -0.051529999999999992 -0.14162499999999997 0.024745000000000003 -0.107915 -0.0035149999999999995 -0.08323499999999999 -0.068639999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 12 -3 11 8 -8 -9 -6 -7 -5
right_child=-2 2 -4 4 10 6 7 9 -10 -11 -12 -13 -14
leaf_value=-0.0067845966330039014 -0.014871272995367739 -0.0007942178393909638 -0.0059825364862592352 0.011203258995539984 -0.010615465795625492 0.010522920893671777 0.02048450177990517 -0.0038267707590153143 0.0063221389123823499 0.0067156344247426003 0.0008171997442719222 0.02205417893581197 0.0023774104203438578
leaf_weight=61 62 92 74 56 57 54 68 65 78 1507 60 54 59
leaf_count=61 62 92 74 56 57 54 68 65 78 1507 60 54 59
internal_value=0 0.00560285 0.00594342 0.00635473 0.000919814 0.0070112 0.00740545 0.00684493 0.0129306 0.00627858 -0.00473721 0.0163052 0.00669084
internal_weight=0 2285 2224 2150 232 1918 1826 1718 146 1572 117 108 115
internal_count=2347 2285 2224 2150 232 1918 1826 1718 146 1572 117 108 115
is_linear=0
shrinkage=0.16829


Tree=4768
num_leaves=27
num_cat=0
split_feature=4 3 3 43 3 3 42 48 3 15 15 3 43 15 15 133 12 15 4 4 15 133 47 15 12 3
split_gain=16.3279 5.47896 1.64508 2.65732 1.41129 1.22351 1.0364 0.946714 0.945643 1.3558 0.621689 2.15091 1.24654 0.525766 0.44119 0.638747 0.345332 0.181634 0.17188 0.169232 0.160979 0.158497 0.106844 0.103056 0.0960784 0.0142177
threshold=0.36766000000000004 -0.065259999999999999 0.30112000000000005 -0.042649999999999993 0.13772500000000001 0.11372500000000001 0.088865000000000013 0.084965000000000027 -0.0035149999999999995 -1.0000000180025095e-35 0.03981500000000001 -0.12595999999999999 -0.11278499999999998 0.08765000000000002 -0.10556999999999998 -0.0054649999999999985 0.084055000000000005 0.085915000000000019 -0.081689999999999985 -0.036279999999999993 0.11315500000000002 0.0061750000000000008 0.09055500000000001 0.084785000000000013 0.094045000000000004 -0.026769999999999999
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 10 3 7 6 8 25 -3 -5 -10 12 -12 -1 17 22 -16 -17 23 21 -18 24 -15 -14 -13 -20 -2
right_child=4 2 -4 5 -6 -7 -8 -9 9 -11 11 13 14 18 15 16 19 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0010760122528512043 0.00086563395786490728 0.0011172694255442727 0.00060070130198058955 0.00121695864148168 0.00010113870204117432 0.00096465361466188031 0.00042760877512000594 0.00062942346275822968 0.0013737493814702842 0.0019973290564507138 0.0022130259402885354 0.0016809359325890192 0.0018273426177322558 0.0012452684848670919 0.0012072447730799695 0.0017505316823649554 0.001604981502351071 0.0018068411085342599 0.0016186524120340962 0.0014560764662701203 0.0013983286388002066 0.0015052473220880933 0.0016071608808534937 0.0015003355490947647 0.0014830387197535557 0.00095697813865005578
leaf_weight=78 53 93 54 80 58 56 90 82 83 71 59 100 52 56 81 66 116 85 164 362 87 52 54 61 102 52
leaf_count=78 53 93 54 80 58 56 90 82 83 71 59 100 52 56 81 66 116 85 164 362 87 52 54 61 102 52
internal_value=0 0.00144147 0.00114716 0.00121055 0.000553747 0.00140453 0.000688188 0.00088888 0.00150965 0.00166147 0.00153843 0.00160632 0.0014741 0.00155563 0.00151653 0.00148273 0.00152368 0.00167994 0.00148922 0.00149229 0.00152537 0.00137077 0.00171551 0.00161273 0.00156678 0.000911207
internal_weight=0 2094 519 465 253 290 195 175 234 154 1575 766 809 707 731 625 544 246 461 478 353 108 106 161 266 105
internal_count=2347 2094 519 465 253 290 195 175 234 154 1575 766 809 707 731 625 544 246 461 478 353 108 106 161 266 105
is_linear=0
shrinkage=0.0032998


Tree=4769
num_leaves=15
num_cat=0
split_feature=3 1429 9 41 160 52 133 131 52 3 3 3 3 3
split_gain=0.687729 0.330605 0.281358 0.253895 0.204689 0.410779 0.34146 0.293559 0.264379 0.259668 0.205071 0.296252 0.2915 0.290114
threshold=0.31534000000000006 -0.086994999999999989 -1.0000000180025095e-35 0.083975000000000008 -0.015394999999999997 0.19121000000000002 0.037060000000000003 0.081165000000000001 -0.064819999999999989 -0.073949999999999988 0.11745500000000002 -0.0035149999999999995 0.09037000000000002 -0.072579999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 9 8 -4 -7 11 13 -13 -6
right_child=-2 2 3 -5 10 6 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.017906664774188244 -0.010492677973304018 -0.0059192982140158926 -0.0093980629953997093 -0.0039212032123502666 0.0080861275514161057 -0.0041421471307621621 0.018177660346862263 0.011952743811858268 0.0012622952988593126 0.011277033570184747 -0.00084344519943580984 0.024680495194209371 0.0080920647379018086 0.0014707519031690697
leaf_weight=62 76 60 89 74 1039 58 80 53 253 66 85 55 67 230
leaf_count=62 76 60 89 74 1039 58 80 53 253 66 85 55 67 230
internal_value=0 0.00577394 0.0054326 0.00575038 0.00609616 0.00346657 0.00959928 0.000294756 -0.00150664 0.00405035 0.0071621 0.00765258 0.0155852 0.00688854
internal_weight=0 2271 2209 2149 2075 599 204 395 342 124 1476 1391 122 1269
internal_count=2347 2271 2209 2149 2075 599 204 395 342 124 1476 1391 122 1269
is_linear=0
shrinkage=0.16829


Tree=4770
num_leaves=24
num_cat=0
split_feature=10 160 2 49 132 1 13 50 13 4 50 1 4 52 39 1 13 1 52 52 48 403 4
split_gain=0.753027 0.580661 0.394802 0.335803 0.410903 0.349144 0.285577 0.35978 0.359039 0.359784 0.281428 0.261506 0.329741 0.281937 0.233313 0.273103 0.227276 0.256377 0.212736 0.211049 0.185958 0.135001 0.0433302
threshold=-1.0000000180025095e-35 -0.54119499999999987 0.10394500000000002 0.14541000000000001 0.022565000000000005 0.12864500000000004 0.0066850000000000008 0.081075000000000022 0.24679500000000001 -0.085774999999999976 0.090210000000000012 0.077800000000000022 0.056640000000000003 -0.101225 0.085095000000000018 0.10932500000000002 -0.086919999999999983 0.090540000000000023 0.096795000000000006 0.0033500000000000005 0.081275000000000014 0.10087500000000001 -0.075239999999999987
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=20 -2 6 4 5 14 7 11 9 -8 -9 18 13 -13 15 -4 -12 -18 21 -11 -1 -3 -20
right_child=1 2 3 -5 -6 -7 8 10 -10 19 16 12 -14 -15 -16 -17 17 -19 22 -21 -22 -23 -24
leaf_value=-0.014686642160971774 0.020472690150152757 0.0072701671455533481 0.0024005638125487836 -0.012074876782153411 -0.011033116718414877 0.01470939551569778 0.026389963138984548 0.021260675083376493 -0.00067483286143330511 0.016351168724417477 0.016064351120877028 0.0052651194114588266 0.0081714818579721564 -0.0072359106780388429 0.012053992719805798 -0.010228048138023756 3.3627353702425884e-05 0.01233425187863596 0.0016368013103032924 0.002073583636713196 -0.0011900226184630434 -0.0011001690740340762 -0.0051526303738835978
leaf_weight=66 67 565 253 53 60 70 55 52 53 65 69 72 93 175 53 60 123 79 54 54 52 60 52
leaf_count=66 67 565 253 53 60 70 55 52 53 65 69 72 93 175 53 60 123 79 54 54 52 60 52
internal_value=0 0.00503457 0.00455708 0.000652872 0.00201652 0.00381646 0.00587825 0.00497458 0.0114197 0.015114 0.0099007 0.00348724 -0.00036369 -0.00358461 0.0017282 -1.45166e-05 0.0077143 0.00485316 0.00528083 0.00988736 -0.0087542 0.00646374 -0.00167691
internal_weight=0 2237 2170 549 496 436 1621 1394 227 174 323 1071 340 247 366 313 271 202 731 119 118 625 106
internal_count=2355 2237 2170 549 496 436 1621 1394 227 174 323 1071 340 247 366 313 271 202 731 119 118 625 106
is_linear=0
shrinkage=0.16829


Tree=4771
num_leaves=20
num_cat=0
split_feature=4 16 51 133 15 12 43 16 41 483 15 12 1 0 43 1211 131 12 1
split_gain=0.531214 0.578479 0.490415 0.472525 0.479192 0.318047 0.318464 0.528164 0.295552 0.224233 0.209717 0.179309 0.583476 0.233923 0.173503 0.163305 0.172461 0.0781686 0.0145653
threshold=0.0053900000000000016 -0.11118499999999999 -0.41601499999999997 -0.0079049999999999971 -0.092969999999999983 0.095565000000000011 -0.049364999999999992 -0.49996499999999994 0.075585000000000013 -1.0000000180025095e-35 -0.09547499999999999 -0.011819999999999999 0.10574000000000001 -0.13740499999999997 -0.14839499999999997 0.11013500000000002 0.089415000000000008 0.086455000000000018 0.10525000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 -3 -4 -5 6 10 18 9 17 -2 12 -11 -13 -15 16 -16 -1 -8
right_child=1 2 3 4 -6 -7 7 -9 -10 11 -12 13 -14 14 15 -17 -18 -19 -20
leaf_value=0.016863788341941504 -0.0066777515299153841 0.0060634991910679817 0.001774298402680292 -0.007327546111992286 -0.026424814404850783 -0.0064790559298582243 0.0011336254969061097 0.021331368353787163 0.017375731363339603 0.0095269219247972586 0.0068544059675455784 -0.0042465530511012492 -0.01374795219688292 0.012403873858539681 0.0060806262236539864 -0.0039671391516234861 0.00017722596448197685 0.0079302799240248464 0.0050305519179262509
leaf_weight=52 68 73 69 94 62 68 53 77 55 62 62 76 60 92 990 57 164 62 59
leaf_count=52 68 73 69 94 62 68 53 77 55 62 62 76 60 92 990 57 164 62 59
internal_value=0 -0.000331337 -0.00590694 -0.00979867 -0.014929 0.00395738 0.00618771 0.0105978 0.00523151 0.00481681 -0.000210133 0.00426847 -0.00190501 0.00481594 0.0053459 0.00480822 0.00524322 0.012021 0.00320251
internal_weight=0 685 298 225 156 387 319 189 1670 1615 130 1501 122 1379 1303 1211 1154 114 112
internal_count=2355 685 298 225 156 387 319 189 1670 1615 130 1501 122 1379 1303 1211 1154 114 112
is_linear=0
shrinkage=0.16829


Tree=4772
num_leaves=18
num_cat=0
split_feature=1 155 3 11 3 124 15 12 15 15 49 47 49 1447 3 12 15
split_gain=17.1347 3.34002 2.2348 2.15051 1.4261 1.17285 1.02609 1.29245 0.985476 0.950786 0.798315 0.5649 0.557286 0.327917 0.274852 0.243996 0.180895
threshold=0.10335000000000001 0.084785000000000013 0.31534000000000006 1.0000000180025095e-35 -0.11756999999999999 -0.080389999999999989 -0.21242999999999998 0.088105000000000003 0.029300000000000003 -0.45726999999999995 0.12748500000000004 0.10019500000000002 -0.052259999999999994 -0.082869999999999985 0.091170000000000015 0.087905000000000025 -0.011389999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 -6 9 11 -5 -2 13 12 -8 16 15 -15 -7
right_child=1 -3 -4 8 5 10 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.00091966162908076264 0.00079297325671887195 0.0015341464031008048 0.0001605480214440393 0.0015762681428419815 0.00099156316475549548 0.0017729188846383227 0.0008285039972189209 0.0012041313203403937 0.0022105938150036603 0.00022865200942680515 0.0010562613959572205 0.0010273702022588719 0.0004104413468293576 0.0015161749314905723 0.0012612715063717514 0.0014224815934243797 0.0015127754193635554
leaf_weight=62 73 57 74 54 64 55 72 97 54 59 55 53 68 528 83 777 70
leaf_count=62 73 57 74 54 64 55 72 97 54 59 55 53 68 528 83 777 70
internal_value=0 0.000777151 0.000690087 0.00144133 0.00141247 0.00143117 0.000782861 0.000892825 0.00189376 0.000541006 0.00144909 0.000736183 0.000625697 0.00146334 0.00144853 0.00146042 0.00162752
internal_weight=0 553 496 1802 1694 1632 422 290 108 132 1568 193 140 1513 1388 1305 125
internal_count=2355 553 496 1802 1694 1632 422 290 108 132 1568 193 140 1513 1388 1305 125
is_linear=0
shrinkage=0.0032998


Tree=4773
num_leaves=24
num_cat=0
split_feature=3 3 123 0 52 52 13 42 3 43 52 49 0 47 0 0 3 0 3 49 0 1211 160
split_gain=40.1496 10.2541 7.58308 3.17473 2.25242 2.11137 1.55192 1.46607 1.20961 1.6549 1.14946 1.03171 1.19706 0.971837 0.876307 0.866119 0.617617 0.606721 0.644373 0.395697 0.360579 0.21809 0.117954
threshold=-0.052614999999999995 0.17646500000000004 0.081180000000000016 -0.069389999999999993 -0.53283999999999987 -0.089964999999999976 0.046185000000000004 0.093195000000000014 0.10812000000000001 -0.012339999999999999 0.084675000000000014 -0.047749999999999994 -0.090889999999999985 0.10728500000000002 -0.10803999999999998 -0.07385499999999999 -0.083249999999999977 -0.13513499999999998 -0.10919499999999999 0.093350000000000002 -0.22607999999999998 0.10406000000000001 -0.019794999999999997
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 5 11 -5 -2 10 15 9 -7 16 12 -1 17 -3 -4 -6 -13 -19 21 -11 -20 -21
right_child=1 14 7 4 6 8 -8 -9 -10 20 -12 13 -14 -15 -16 -17 -18 18 19 22 -22 -23 -24
leaf_value=0.00103820950939961 0.0015457986222855743 2.2025465769410467e-05 0.00079892315938087362 0.0018032001917611671 0.00089107303069582895 0.00060730471093133271 0.00077596541913756275 -0.00014700208954805034 0.00061919429796137594 0.0010727858474671077 0.0017037430494373958 0.0020316632782875366 0.0017296742863072087 0.0012627895370443661 -0.00054303393948762686 0.00020115649806097961 0.001352939014088681 0.0013597243448587803 0.0017625250732815688 0.0016738966367399316 0.0014233691357919515 0.0015465313640137463 0.0014596835693915095
leaf_weight=57 91 70 52 83 55 53 75 61 79 52 63 68 53 52 52 54 76 56 883 52 88 57 73
leaf_count=57 91 70 52 83 55 53 75 61 79 52 63 68 53 52 52 54 76 56 883 52 88 57 73
internal_value=0 0.000643761 0.000842317 0.00160679 0.00132719 0.00111006 0.00118019 0.000260116 0.000964156 0.00110518 0.00133628 0.00167961 0.00137169 0.00170688 -0.000218531 0.000494733 0.00115929 0.00172627 0.00170771 0.00172598 0.0012934 0.00174947 0.00154908
internal_weight=0 652 530 1703 352 363 269 167 272 193 194 1351 110 1241 122 106 131 1189 1121 1065 140 940 125
internal_count=2355 652 530 1703 352 363 269 167 272 193 194 1351 110 1241 122 106 131 1189 1121 1065 140 940 125
is_linear=0
shrinkage=0.0032998


Tree=4774
num_leaves=21
num_cat=0
split_feature=10 160 3 156 16 4 42 4 16 456 16 133 2 4 16 3 3 16 13 16
split_gain=0.621817 0.394851 0.359284 0.619566 0.344448 0.554615 0.272941 0.212952 0.171993 0.163293 0.180641 0.255535 0.162525 0.161969 0.159921 0.155771 0.203822 0.197429 0.102435 0.0928278
threshold=-1.0000000180025095e-35 -0.54119499999999987 -0.0088599999999999981 0.095075000000000007 -0.0092499999999999978 -0.047309999999999998 -0.089429999999999996 0.40330500000000008 -0.088144999999999987 0.085555000000000006 -0.071044999999999983 0.078935000000000019 0.084855000000000014 0.26900000000000007 -0.008069999999999999 -0.08466499999999999 -0.10237999999999998 -0.080029999999999976 -0.054464999999999993 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 6 4 13 -6 15 9 -1 10 12 -12 -8 18 -11 16 -3 -18 -4 -15
right_child=1 2 3 -5 5 -7 7 -9 -10 14 11 -13 -14 19 -16 -17 17 -19 -20 -21
leaf_value=-0.014089575361437911 0.018415087879095234 0.017717252161809523 0.00064063677127084622 0.017231804673081198 0.0021990537899052752 -0.020474375955476787 0.010981755447027642 -0.0036596071134918115 -0.0011155721701484782 0.00574993662600098 0.00074592042786180844 0.0071193252849303078 0.0053769002789129062 0.0022666379794830842 0.019013127788912364 0.01987372419076321 0.01132944697665988 -0.0022203665503165099 0.0099061543378221144 -0.0075468048749584016
leaf_weight=52 67 57 61 57 62 60 242 68 66 52 393 327 377 52 52 52 71 53 77 57
leaf_count=52 67 57 61 57 62 60 242 68 66 52 393 327 377 52 52 52 71 53 77 57
internal_value=0 0.00567998 0.00528595 0.000899612 -0.00161838 -0.00893709 0.00635635 0.00552737 -0.00684816 0.00596154 0.00546022 0.003643 0.00757104 0.00198926 0.0123988 0.0117246 0.00937345 0.00552351 0.00582355 -0.00284868
internal_weight=0 2237 2170 426 369 122 1744 1511 118 1443 1339 720 619 247 104 233 181 124 138 109
internal_count=2355 2237 2170 426 369 122 1744 1511 118 1443 1339 720 619 247 104 233 181 124 138 109
is_linear=0
shrinkage=0.16829


Tree=4775
num_leaves=17
num_cat=0
split_feature=15 49 49 39 13 39 16 16 132 16 49 1429 0 13 52 403
split_gain=9.481 5.2691 3.68759 1.47628 1.46994 1.84731 1.30038 1.07528 0.717915 0.775631 0.640461 0.443047 0.534904 0.40531 0.207911 0.12731
threshold=-0.24269999999999997 -0.036809999999999996 0.14255500000000002 0.083495000000000014 -0.099939999999999987 0.086065000000000016 -0.44010499999999991 -0.082084999999999991 0.082230000000000011 -0.019749999999999993 -0.067339999999999983 -0.072014999999999982 -0.15135999999999997 -0.10899499999999999 -0.0097699999999999992 -0.073944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 8 -2 10 -1 -8 11 15 14 -3 -13 -14 -6 -10
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 12 13 -15 -16 -17
leaf_value=0.0010335263106221939 0.00056886502198491595 0.001848775577393044 0.00071908918792355932 0.0011220178692797577 0.0015206102530602248 0.00066680581629100237 0.00014108344251470467 0.00077238101006149433 0.0016563652517176401 0.0010538040438187696 0.0010036127976695206 0.0012571382585494927 0.0013347873674955544 0.00161330374110945 0.0012593389427890467 0.0014229134678789709
leaf_weight=85 53 77 59 81 100 61 52 68 52 56 52 52 61 1342 53 58
leaf_count=85 53 77 59 81 100 61 52 68 52 56 52 52 61 1342 53 58
internal_value=0 0.00146382 0.00153181 0.00155874 0.00107197 0.00117209 0.00072087 0.000499112 0.00157956 0.00137195 0.00132226 0.00160203 0.00158895 0.00160122 0.00143033 0.00153359
internal_weight=0 2157 1838 1779 319 266 205 120 1698 166 205 1532 1455 1403 153 110
internal_count=2362 2157 1838 1779 319 266 205 120 1698 166 205 1532 1455 1403 153 110
is_linear=0
shrinkage=0.0032998


Tree=4776
num_leaves=21
num_cat=0
split_feature=1 1 12 39 147 12 13 0 1447 1 16 0 160 16 16 0 13 1 0 130
split_gain=19.85 3.41335 2.98819 2.5979 1.73984 1.17141 1.14888 0.830871 0.713068 0.658343 0.597723 0.641629 0.546544 0.436733 0.370923 0.318915 0.271754 0.289711 0.24957 0.0964399
threshold=0.10752500000000002 0.13662500000000002 0.085090000000000013 0.081875000000000017 0.088610000000000008 0.095330000000000012 -0.085669999999999982 0.10396000000000001 -0.084334999999999979 0.094165000000000013 0.0063750000000000013 -0.073399999999999979 -0.078874999999999987 -0.0030599999999999998 -0.14483499999999996 -0.077639999999999987 0.094590000000000021 0.073870000000000005 -0.086409999999999987 0.078550000000000023
decision_type=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 5 8 -3 16 18 -5 11 13 -12 -10 -2 -14 17 19 -1 -7
right_child=1 6 -4 9 -6 7 -8 -9 10 -11 12 -13 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.001679237442403552 0.00081876366645651586 -2.9096709397771487e-05 0.0013703989295499918 0.0012614899945763765 0.000916992754909378 0.0013691723853723535 0.0005613383290362095 0.00098302004139715548 0.0015543484030349655 0.00076156659699093767 0.0011080634250674461 0.0019523186991657424 0.0016254435249968243 0.001855849533569153 0.00052592253357440749 0.0013623655219010809 0.0012559653759760374 0.0016694711706558302 0.0020056019222523696 0.0015320693000942618
leaf_weight=55 91 67 100 56 52 144 77 52 880 60 52 52 100 57 100 107 77 69 52 62
leaf_count=55 91 67 100 56 52 144 77 52 880 60 52 52 100 57 100 107 77 69 52 62
internal_value=0 0.000702261 0.000907939 0.00148284 0.00151354 0.00153116 0.000286377 0.00137453 0.00157783 0.00100321 0.00155548 0.00159272 0.00141316 0.00157273 0.000665628 0.00148963 0.00143227 0.0014815 0.00183817 0.00141837
internal_weight=0 435 291 1927 1811 1759 144 404 1355 116 1248 989 259 937 191 207 352 275 107 206
internal_count=2362 435 291 1927 1811 1759 144 404 1355 116 1248 989 259 937 191 207 352 275 107 206
is_linear=0
shrinkage=0.0032998


Tree=4777
num_leaves=14
num_cat=0
split_feature=0 49 403 41 47 0 16 1429 151 157 0 157 16
split_gain=0.744464 0.412257 0.248012 0.260357 0.32099 0.289497 0.446954 0.248364 0.332839 0.299768 0.190438 0.138733 0.134161
threshold=0.15036000000000002 -0.15562499999999999 -0.41825499999999993 0.082735000000000017 0.11227500000000001 -0.037224999999999994 0.21684500000000004 0.083960000000000021 0.0049050000000000005 -0.079969999999999986 0.023440000000000003 -0.00078499999999999989 -0.080509999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 5 7 10 8 -4 -9 -7 -8 -3
right_child=-2 2 3 -5 -6 6 11 9 -10 -11 -12 -13 -14
leaf_value=-0.0061161156764084892 -0.012944367937839634 0.021245056964958403 0.0077958468551685492 0.017195130677987672 -0.0022392747009784613 0.027625897753084407 0.011276270617215801 -0.0078688166566707046 -0.003751715692731064 0.0085681321871248564 0.01416511573683763 -0.00065037937815145316 0.010644484599922129
leaf_weight=62 52 53 1489 73 102 53 54 70 74 57 70 56 97
leaf_count=62 52 53 1489 73 102 53 54 70 74 57 70 56 97
internal_value=0 0.00740516 0.00777888 0.00730449 0.00694705 0.00743525 0.0130044 0.00666637 0.00724798 -0.000477457 0.0199799 0.00518819 0.014402
internal_weight=0 2310 2248 2098 2025 1923 233 1690 1563 127 123 110 150
internal_count=2362 2310 2248 2098 2025 1923 233 1690 1563 127 123 110 150
is_linear=0
shrinkage=0.16829


Tree=4778
num_leaves=12
num_cat=0
split_feature=1 15 1428 448 50 480 1 481 160 13 480
split_gain=0.537805 0.876463 0.205725 0.22056 0.158236 0.211926 0.185748 0.193726 0.186307 0.184089 0.135116
threshold=0.13702500000000004 -0.41606999999999994 0.087980000000000017 -0.065209999999999976 0.11875500000000001 -0.020629999999999999 0.12608000000000003 -0.065229999999999996 0.085330000000000003 -0.06286499999999999 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 10 -9 -6 -7
right_child=1 -3 -4 4 9 6 -8 8 -10 -11 -12
leaf_value=-0.0025456417249979839 0.010214953252931735 -0.016701915395755981 0.016899342003471506 -0.0019777665785129781 0.0071055374503271942 0.018170141625129626 0.01634076813867302 0.0070555036679442297 0.0017462150611418465 -0.0067259907835098285 0.0075332689129131566
leaf_weight=79 63 75 52 74 55 70 61 1497 215 54 67
leaf_count=79 63 75 52 74 55 70 61 1497 215 54 67
internal_value=0 -0.00440076 0.00641873 0.00616698 0.0064967 0.00683971 0.00718227 0.00687915 0.00638979 0.000236738 0.0129813
internal_weight=0 138 2224 2172 2093 1984 1910 1849 1712 109 137
internal_count=2362 138 2224 2172 2093 1984 1910 1849 1712 109 137
is_linear=0
shrinkage=0.16829


Tree=4779
num_leaves=18
num_cat=0
split_feature=4 3 123 2 150 13 2 133 4 13 3 159 4 3 3 2 155
split_gain=37.7785 12.6397 7.49777 3.05256 2.12023 1.99466 1.24695 0.969118 0.799716 0.756245 0.678759 0.65615 0.758712 1.1094 0.511095 0.486377 0.479097
threshold=0.30163500000000004 0.25468500000000005 0.080635000000000012 0.092155000000000015 0.07536000000000001 -0.0068799999999999998 0.13290500000000002 0.085650000000000018 0.0049200000000000008 1.0000000180025095e-35 0.0037100000000000002 0.087410000000000015 -0.1075 -0.068254999999999982 -0.13088999999999998 0.074875000000000011 0.083165000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 10 14 -4 11 -7 -2 12 -1 -14 -5 -10 -16
right_child=5 -3 7 4 -6 9 -8 -9 15 -11 -12 -13 13 -15 16 -17 -18
leaf_value=0.0020565141565210281 9.2382955990256735e-05 -0.00010856671766352846 0.00099082981504705387 0.0016958806475259637 0.00073424134329954543 0.00072095963264179525 0.00095351109894513929 0.00037256098231635768 0.001276436523149345 0.00018671880643937694 -0.00035708309414185486 0.0014253666936692871 0.0017152416657878478 0.0012527453615155829 0.0013916747937400521 0.0016425640688885871 0.0017281815090281888
leaf_weight=65 79 54 54 97 52 60 55 57 93 56 68 99 876 61 412 71 53
leaf_count=65 79 54 54 97 52 60 55 57 93 56 68 99 876 61 412 71 53
internal_value=0 0.00146662 0.00150823 0.00155611 0.00137553 0.000139793 0.00142952 0.000673658 0.00165159 0.000463354 -0.000115294 0.0016838 0.00170929 0.00168517 0.00147604 0.00143516 0.00143011
internal_weight=0 2099 2045 1934 669 263 617 111 1265 116 147 1101 1002 937 562 164 465
internal_count=2362 2099 2045 1934 669 263 617 111 1265 116 147 1101 1002 937 562 164 465
is_linear=0
shrinkage=0.0032998


Tree=4780
num_leaves=13
num_cat=0
split_feature=4 48 159 4 4 1454 159 13 13 51 159 13
split_gain=0.528721 0.440399 0.294755 0.31402 0.244289 0.283135 0.312072 0.556954 0.322698 0.205813 0.163204 0.0679239
threshold=0.62207000000000001 -0.087924999999999989 -0.39962499999999995 -0.44205499999999992 -0.14236999999999997 0.088250000000000009 0.082585000000000006 -0.08866499999999998 -0.13992499999999999 -0.04652499999999999 -0.46911999999999993 -0.011269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 9 11 6 8 -8 -6 -4 -3 -5
right_child=-2 2 3 4 5 -7 7 -9 -10 -11 -12 -13
leaf_value=0.022003509242539875 -0.0094239568659618828 0.0084729766847144849 0.0065326394001724072 -0.006410103028300018 0.015968854637744754 -0.0050095969401881962 -0.0025931212398832078 0.015927110086008514 0.0049857434844751743 0.019736301644157309 0.021226301588487644 0.0020937766778768496
leaf_weight=54 57 57 60 54 80 63 59 206 1492 77 58 52
leaf_count=54 57 57 60 54 80 63 59 206 1492 77 58 52
internal_value=0 0.00696984 0.00660951 0.00616267 0.00562879 0.0060677 0.00644857 0.011797 0.00554582 0.0139668 0.0149207 -0.00222144
internal_weight=0 2312 2258 2143 2006 1900 1837 265 1572 137 115 106
internal_count=2369 2312 2258 2143 2006 1900 1837 265 1572 137 115 106
is_linear=0
shrinkage=0.16829


Tree=4781
num_leaves=20
num_cat=0
split_feature=151 156 1 1 16 52 1 1 16 52 43 156 13 160 43 133 48 1211 43
split_gain=0.459339 0.336047 0.369837 0.461645 0.384888 0.37481 0.595138 0.344529 0.26037 0.255391 0.2291 0.256089 0.250344 0.224333 0.297941 0.234927 0.220005 0.134988 0.132303
threshold=0.099460000000000007 0.083125000000000018 0.11392000000000001 0.10797500000000002 -0.41863499999999992 1.0000000180025095e-35 0.095950000000000021 0.093700000000000019 -0.14483499999999996 -0.081594999999999987 -0.085754999999999984 0.092190000000000008 -0.052454999999999995 -0.09551999999999998 -0.011584999999999998 0.12086500000000001 0.088035000000000016 0.083115000000000008 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 8 13 -1 -8 -3 -12 -13 14 -7 -15 18 -10 -6
right_child=-2 10 4 -5 16 7 9 -9 17 -11 11 12 -14 15 -16 -17 -18 -19 -20
leaf_value=0.015545338262841581 0.0204036579047954 0.00089894117536081387 -0.0096552058219021592 0.018489764007062537 0.0024018183489269681 0.0056368089290299997 0.00044362688513505924 0.020122596381312124 0.0040029600083850165 -0.013740566256790324 0.019657955104219613 0.0011708448394077108 0.014116981537461963 0.0097938517249753984 -0.0091696969434892604 0.0013091687229034045 -0.0052277038668096234 -0.0046952607196581687 0.013912471731128003
leaf_weight=53 57 62 102 71 63 128 63 55 599 83 89 75 98 435 55 118 56 55 52
leaf_count=53 57 62 102 71 63 128 63 55 599 83 89 75 98 435 55 118 56 55 52
internal_value=0 0.00509972 0.00427907 0.00519511 -0.00146895 0.00461985 0.00216989 0.00725957 0.00419157 -0.00760768 0.0101295 0.012307 0.00851488 0.0062959 0.00117695 0.00798663 0.00340358 0.00326871 0.00762226
internal_weight=0 2312 1988 1715 273 1644 853 791 707 146 324 262 173 736 183 553 171 654 115
internal_count=2369 2312 1988 1715 273 1644 853 791 707 146 324 262 173 736 183 553 171 654 115
is_linear=0
shrinkage=0.16829


Tree=4782
num_leaves=21
num_cat=0
split_feature=4 12 1 2 150 1 2 13 11 15 52 4 13 43 13 2 52 12 2 4
split_gain=16.5207 3.80891 2.53212 1.56832 1.46754 0.895841 0.78332 0.730016 0.686932 0.670821 0.616165 0.438375 0.340564 0.340144 0.425344 0.340119 0.338142 0.283289 0.268491 0.0656512
threshold=0.30163500000000004 0.054520000000000006 0.088985000000000022 -0.011974999999999998 0.083680000000000018 0.13210500000000003 0.11736500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.41880499999999993 0.047850000000000011 0.053455000000000009 0.06301000000000001 -0.081114999999999979 -0.066659999999999983 0.093680000000000013 1.0000000180025095e-35 -0.079584999999999989 0.097220000000000015 -0.085774999999999976
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 2 10 -4 7 9 8 -5 11 -2 -1 12 13 14 -3 -10 -13 -7 -15 -14
right_child=5 6 3 4 -6 17 -8 -9 15 -11 -12 16 19 18 -16 -17 -18 -19 -20 -21
leaf_value=0.0013227470596231716 0.00093315463076157313 0.001684525451700114 0.00042941096896462883 0.00099945554354936286 0.00069961825838870122 0.00015045788723659024 0.0011927135975656712 0.0014914170536387999 0.0019499387924128498 0.00047930754731904848 0.0017635484218116696 0.0012109678044145906 0.0014236799933116571 0.0015135185214129037 0.0014083651657613133 0.0015989206419278078 0.0015145855409727693 0.00047952723980243094 0.0013213412535283766 0.0012587376070202993
leaf_weight=100 74 258 52 59 75 55 90 76 53 69 54 103 59 755 82 75 68 60 92 60
leaf_count=100 74 258 52 59 75 55 90 76 53 69 54 103 59 755 82 75 68 60 92 60
internal_value=0 0.00142463 0.00114134 0.000943595 0.00107075 0.000539838 0.00149414 0.00127667 0.00151102 0.000714412 0.00147754 0.00149076 0.00151153 0.00152862 0.00161803 0.00174454 0.00133191 0.000322453 0.00149269 0.00134081
internal_weight=0 2111 416 262 210 258 1695 135 1605 143 154 1477 1306 1187 340 128 171 115 847 119
internal_count=2369 2111 416 262 210 258 1695 135 1605 143 154 1477 1306 1187 340 128 171 115 847 119
is_linear=0
shrinkage=0.0032998


Tree=4783
num_leaves=21
num_cat=0
split_feature=1 2 151 10 12 14 16 0 1 2 12 12 16 2 15 457 151 0 399 0
split_gain=27.6166 4.60077 3.10977 2.37165 2.42733 2.10535 1.87444 1.69267 2.36086 1.46191 0.968887 0.676232 0.7188 0.701081 0.622783 0.46066 0.472898 0.240515 0.210276 0.130786
threshold=0.11654500000000001 0.10060500000000001 -0.04886999999999999 -1.0000000180025095e-35 0.089475000000000013 0.076175000000000007 0.51303500000000013 -0.029554999999999994 0.104035 -1.0000000180025095e-35 0.095780000000000018 0.086700000000000013 0.081265000000000018 0.095545000000000005 -0.16448999999999997 0.08426500000000002 -0.08212499999999999 -0.064804999999999988 0.088190000000000018 -0.097604999999999983
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 5 -3 -2 14 9 7 8 10 -1 -4 12 15 18 -5 16 -11 -12 19 -13
right_child=3 2 6 4 -6 -7 -8 -9 -10 11 17 13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0015142773167892147 0.00025796712640507267 0.00097784683819586459 0.0021404175742695758 0.00058298491918585464 0.0014766022488862784 0.0025371954577577721 0.0021573388313301093 0.0010497689416838118 0.0011033068067813024 0.0023345836481025689 0.0015351403551127213 0.0017624200743415767 0.0023748717671956423 0.0016387146367998207 0.00099473089620873492 0.0017172105197840182 0.0020056382600837875 0.0018423913849455308 0.002142010040157254 0.0019390251454420569
leaf_weight=83 65 75 85 99 72 68 82 52 56 56 64 54 69 95 68 53 387 53 56 677
leaf_count=83 65 75 85 99 72 68 82 52 56 56 64 54 69 95 68 53 387 53 56 677
internal_value=0 0.00188307 0.00159455 0.000817586 0.000969636 0.00196737 0.00171245 0.00159466 0.00170435 0.00194202 0.0018708 0.00196653 0.00205646 0.00190887 0.000750853 0.0020121 0.0020473 0.00167462 0.00194144 0.00192603
internal_weight=0 2065 467 304 239 1598 392 310 258 1530 202 1447 565 882 167 496 443 117 787 731
internal_count=2369 2065 467 304 239 1598 392 310 258 1530 202 1447 565 882 167 496 443 117 787 731
is_linear=0
shrinkage=0.0032998


Tree=4784
num_leaves=27
num_cat=0
split_feature=12 3 2 2 2 3 3 0 52 2 160 2 0 52 160 3 34 12 47 52 12 12 2 1212 2 13
split_gain=9.94249 3.90264 3.34609 3.19814 2.04209 1.53089 1.49067 1.20129 0.740894 0.656126 0.634666 0.63298 0.499669 0.417777 0.389923 0.359644 0.349495 0.292104 0.262409 0.236474 0.228293 0.199632 0.258333 0.190639 0.101483 0.0840387
threshold=0.077755000000000005 0.30112000000000005 -1.0000000180025095e-35 0.10472500000000001 0.10188000000000001 0.085315000000000016 -0.14443999999999999 -0.094314999999999996 0.0043000000000000009 0.12708000000000003 -1.0000000180025095e-35 0.09036000000000001 -0.079119999999999982 0.11614000000000001 -0.085764999999999994 -0.088654999999999998 -0.081829999999999986 0.093840000000000021 0.097970000000000015 0.39765000000000006 0.096075000000000008 0.095330000000000012 0.11404000000000002 -0.096539999999999973 0.086915000000000006 -0.061199999999999991
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 2 16 8 6 9 -2 -6 11 -5 -9 -4 13 14 24 -14 -1 -17 23 -15 -19 -12 -23 -16 -8 -22
right_child=4 -3 3 5 7 -7 12 10 -10 -11 21 -13 15 19 18 17 -18 20 -20 -21 25 22 -24 -25 -26 -27
leaf_value=0.00073971480514769443 0.0019174455647186655 0.00035789418741670042 0.0015904436576243343 0.00092809314166937475 0.00075028898770224204 0.001288834729599591 0.0018147211946679877 0.0010017316236113042 0.0018421643629308094 0.00046683530227964497 0.0015619697493798258 0.0011625083242365255 0.0011765716087595111 0.0011684779504356466 0.0013353973123306948 0.0015835281781769646 0.00035520072243232578 0.0011615863551864649 0.0012830213529704602 0.0014592547294888349 0.0015113979218238005 0.0011655255408864929 0.0014514238305522384 0.0015465897545557472 0.0016113538205391072 0.0013282983414707882
leaf_weight=52 90 97 80 73 52 81 63 60 53 63 56 73 83 54 53 90 52 52 52 76 66 64 80 642 56 56
leaf_count=52 90 97 80 73 52 81 63 60 53 63 56 73 83 54 53 90 52 52 52 76 66 64 80 642 56 56
internal_value=0 0.000966704 0.0010787 0.00120914 0.00145223 0.000929159 0.00150501 0.00120974 0.0015039 0.000714681 0.00130149 0.0013865 0.00147734 0.00151524 0.0015417 0.00136845 0.000547797 0.00142865 0.00151335 0.00133874 0.00134833 0.00139124 0.0013246 0.00153054 0.00171932 0.00142764
internal_weight=0 624 527 423 1745 217 1433 312 206 136 260 153 1343 996 866 347 104 264 747 130 174 200 144 695 119 122
internal_count=2369 624 527 423 1745 217 1433 312 206 136 260 153 1343 996 866 347 104 264 747 130 174 200 144 695 119 122
is_linear=0
shrinkage=0.0032998


Tree=4785
num_leaves=17
num_cat=0
split_feature=40 150 1 474 123 4 4 1447 1429 0 1 4 0 0 484 0
split_gain=0.516193 0.424704 0.847352 0.401068 0.315374 0.302056 0.438878 0.368746 0.336799 0.298996 0.268838 0.266445 0.187325 0.15619 0.0935897 0.0731196
threshold=0.051255000000000002 1.0000000180025095e-35 0.085720000000000005 0.096630000000000008 0.084000000000000005 0.62207000000000001 0.043850000000000007 -0.085754999999999984 0.084690000000000015 -0.14989499999999997 0.10776500000000001 0.061375000000000006 -0.076639999999999986 -0.10324499999999999 0.085505000000000012 -0.07385499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 5 11 6 7 -1 9 -9 13 -4 -12 -8 -3 -15
right_child=-2 2 4 -5 -6 -7 10 8 -10 -11 12 -13 -14 15 -16 -17
leaf_value=-0.0034591905918680433 -0.0090155982694811454 0.018564403074343573 -0.014115118277890384 0.01861763257527789 0.0056490921053742281 0.019957121344778492 0.011081006654744254 0.019989542212139159 -0.0035499179436179157 0.0088192357264892367 -0.0099871225562969939 0.00061262528813495719 0.0016266341617647776 -0.0010627747788802551 0.0084708464493120778 0.0066150194758321191
leaf_weight=72 59 52 100 93 57 52 90 72 59 1270 69 53 91 84 54 60
leaf_count=72 59 52 100 93 57 52 90 72 59 1270 69 53 91 84 54 60
internal_value=0 0.00691105 0.00116875 0.00781203 -0.00501643 0.00728742 0.00693358 0.00826841 0.0088724 0.00941988 0.00193866 -0.00900161 -0.00337057 0.00557658 0.0134394 0.00212383
internal_weight=0 2328 316 2012 210 1919 1867 1473 1401 1342 394 153 160 234 106 144
internal_count=2387 2328 316 2012 210 1919 1867 1473 1401 1342 394 153 160 234 106 144
is_linear=0
shrinkage=0.16829


Tree=4786
num_leaves=17
num_cat=0
split_feature=40 13 12 1 49 1 13 4 3 1 3 151 0 483 42 483
split_gain=0.357223 0.358725 0.453879 0.599635 0.396105 0.287486 0.280852 0.318946 0.251563 0.391481 0.771884 0.286691 0.284266 0.230317 0.213009 0.209922
threshold=0.051255000000000002 0.26746000000000009 -0.096989999999999979 0.109225 -0.036809999999999996 0.13849500000000003 -0.0072499999999999995 0.080165000000000014 -0.096099999999999977 0.077565000000000009 -0.15680499999999997 -0.085164999999999977 -0.082234999999999989 -0.08155999999999998 0.082755000000000009 0.10761000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 6 7 -6 9 12 -11 14 -4 -13 -10 -15
right_child=-2 -3 3 4 5 -7 -8 -9 11 10 -12 13 -14 15 -16 -17
leaf_value=0.020006820051635597 -0.0074983654917265396 0.019448508825111753 0.018195802290886208 -0.011385211144828549 0.012940396714558199 0.012529245143878782 -0.008618700006227718 -0.0044000497591101737 0.022549455118210156 0.0054663003138242299 -0.018402211463014601 0.015418619421762167 0.0020169181953641454 0.0062400961715881574 0.0092822001683103665 -0.0046441336426724881
leaf_weight=59 59 53 52 85 59 56 83 61 54 98 63 75 76 1306 96 52
leaf_count=59 59 53 52 85 59 56 83 61 54 98 63 75 76 1306 96 52
internal_value=0 0.00574864 0.00542869 0.00503974 -0.00141389 0.00185162 -0.00108508 0.0041107 0.00622662 0.00165267 -0.00386239 0.00706053 0.00860363 0.00632552 0.0140704 0.005822
internal_weight=0 2328 2275 2216 344 259 203 120 1872 289 161 1583 128 1433 150 1358
internal_count=2387 2328 2275 2216 344 259 203 120 1872 289 161 1583 128 1433 150 1358
is_linear=0
shrinkage=0.16829


Tree=4787
num_leaves=18
num_cat=0
split_feature=1 2 12 150 14 0 4 14 2 39 16 16 4 16 0 1 43
split_gain=20.1919 2.37388 2.55399 2.12543 2.32625 1.4119 1.54352 0.961667 0.793416 0.869435 0.61486 0.521956 0.454689 0.75275 0.736681 0.298536 0.178567
threshold=0.10892500000000001 0.12551500000000002 0.089475000000000013 0.11456000000000001 0.054835000000000009 -0.13314999999999996 -0.00013999999999999996 -1.0000000180025095e-35 0.11366500000000002 0.084600000000000022 -0.48186499999999993 0.40052000000000004 -0.17689999999999997 0.25032500000000008 -0.065489999999999979 0.13712000000000005 -0.049914999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 6 -1 -3 9 12 -2 -10 13 -7 -14 -9 -12
right_child=1 7 -4 -5 -6 8 -8 15 11 -11 16 -13 14 -15 -16 -17 -18
leaf_value=0.00070372645215843385 0.00087208924345975804 0.00065258910746309763 0.001262296760006966 0.00082080063937698549 0.0020146861484069368 0.0019873301079007945 0.0014036331705807726 0.00031168313375075796 0.0010169241501948696 0.0011085807537565815 0.00030121908432323229 0.0014232803696516058 0.0014867990031683454 0.0014773635128553916 0.0010872711784013125 -3.8085149899321734e-05 0.00057295638696939805
leaf_weight=60 53 64 96 61 76 52 81 54 73 69 54 67 1286 83 53 52 53
leaf_count=60 53 64 96 61 76 52 81 54 73 69 54 67 1286 83 53 52 53
internal_value=0 0.000635659 0.000836482 0.00142843 0.00144792 0.00142429 0.00110605 0.000333036 0.00145093 0.00147261 0.000580773 0.00121165 0.00148963 0.00167406 0.00147101 0.000139766 0.000436147
internal_weight=0 426 256 1961 1900 1824 141 170 1683 1543 160 140 1474 135 1339 106 107
internal_count=2387 426 256 1961 1900 1824 141 170 1683 1543 160 140 1474 135 1339 106 107
is_linear=0
shrinkage=0.0032998


Tree=4788
num_leaves=17
num_cat=0
split_feature=1452 1 132 3 13 13 159 1447 156 4 16 16 1 50 159 1
split_gain=0.337717 0.273937 0.522746 0.266809 0.340854 0.303696 0.236171 0.443984 0.228457 0.298412 0.245333 0.243262 0.232144 0.16347 0.122197 0.121063
threshold=0.091225000000000014 0.109225 0.088890000000000011 -0.049509999999999992 -0.011494999999999998 -0.06457499999999998 -0.094469999999999985 -0.085754999999999984 0.086860000000000007 -0.42305999999999994 -0.0070899999999999991 0.26799500000000004 0.10141500000000002 0.090515000000000012 -0.43267499999999998 0.12835000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 15 -3 14 -8 9 -9 -10 -12 13 -11 -1 -5
right_child=-2 2 -4 4 -6 -7 7 8 10 12 11 -13 -14 -15 -16 -17
leaf_value=0.0066182904199950871 0.017191786975292219 -0.0034571519625720038 0.016989511927853737 0.0061814339372414451 -0.012283511033929185 0.013918515209223374 -0.0091330268434532073 0.018166799957559106 0.0076503403391604899 0.0075868022516687563 -0.011669991386078604 0.0026381440492740421 -0.0014979269184734454 0.0021871651773220932 0.016727152891837183 -0.0033466430657967659
leaf_weight=58 68 54 52 65 92 60 57 62 94 1126 59 78 102 186 84 90
leaf_count=58 68 54 52 65 92 60 57 62 94 1126 59 78 102 186 84 90
internal_value=0 0.00514688 0.00121209 -0.00105558 -0.00416797 0.00567218 0.00599855 0.00546525 0.00595376 0.00672419 0.00102328 -0.00351064 0.00622119 0.00682267 0.0126108 0.000637411
internal_weight=0 2319 413 361 247 114 1906 1764 1707 1476 231 137 1414 1312 142 155
internal_count=2387 2319 413 361 247 114 1906 1764 1707 1476 231 137 1414 1312 142 155
is_linear=0
shrinkage=0.16829


Tree=4789
num_leaves=22
num_cat=0
split_feature=1 3 3 2 2 155 3 3 15 49 1 3 159 157 3 1 2 1 133 13 15
split_gain=20.3346 3.1567 2.22108 1.33675 1.03897 1.11672 1.36743 0.761899 0.927692 0.669323 0.608824 0.623454 0.515429 0.5372 0.366327 0.391116 0.333356 0.262853 0.243429 0.278398 0.177862
threshold=0.10892500000000001 -0.055839999999999994 0.10812000000000001 0.10904500000000002 0.093365000000000017 0.11378500000000001 -0.10237999999999998 -0.11255999999999998 1.0000000180025095e-35 -0.036809999999999996 0.12475000000000001 0.12991000000000003 0.082585000000000006 -0.0045449999999999996 -0.0047649999999999993 0.095025000000000012 0.12358500000000001 0.085720000000000005 -0.07218999999999999 -0.089024999999999979 0.084715000000000013
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=2 3 4 -2 7 6 -6 8 -1 -3 -11 -12 13 -8 15 18 -15 -16 20 -20 -9
right_child=1 9 -4 -5 5 -7 12 14 -10 10 11 -13 -14 16 17 -17 -18 -19 19 -21 -22
leaf_value=0.0011739584258521941 0.0015488312003859525 0.00038222848448225453 0.0009754084370063663 0.0008713634419377776 0.0010851980825386008 0.0020042117381541299 0.001829922519150775 0.0019487761860109397 0.0017651378627781213 0.0010057405333566791 0.00041825102350230868 0.0008422982143908008 0.0018242153903022256 0.0015145830197630216 0.0020970445352725578 0.001518098666374607 0.0012227349164793662 0.001762149775463237 0.0014778011046192661 0.001728330942601131 0.0017562874200768826
leaf_weight=61 78 73 53 54 75 53 53 95 56 69 76 76 73 279 52 98 52 55 54 717 135
leaf_count=61 78 73 53 54 75 53 53 95 56 69 76 76 73 279 52 98 52 55 54 717 135
internal_value=0 0.000847744 0.00164334 0.00127195 0.00166187 0.00154546 0.00149969 0.00171332 0.00145722 0.000657164 0.00074782 0.000630506 0.00156764 0.00151877 0.00173814 0.00171989 0.00146884 0.00192523 0.00173961 0.00171083 0.00183595
internal_weight=0 426 1961 132 1908 585 532 1323 117 294 221 152 457 384 1206 1099 331 107 1001 771 230
internal_count=2387 426 1961 132 1908 585 532 1323 117 294 221 152 457 384 1206 1099 331 107 1001 771 230
is_linear=0
shrinkage=0.0032998


Tree=4790
num_leaves=29
num_cat=0
split_feature=12 12 13 156 16 13 11 16 16 133 12 12 474 402 16 484 12 42 129 42 402 13 133 42 16 16 43 16
split_gain=14.7231 3.43933 3.35693 2.8714 2.46023 1.48389 1.14101 0.734756 0.733471 0.711931 0.684104 0.517507 0.435108 0.46257 0.386638 0.372148 0.369713 0.295063 0.340273 0.291103 0.281118 0.229863 0.215689 0.195485 0.220816 0.149108 0.115284 0.0612377
threshold=0.077755000000000005 0.093270000000000006 -0.0013449999999999996 0.050840000000000003 -0.34140499999999996 0.046185000000000004 1.0000000180025095e-35 -0.091354999999999978 -1.0000000180025095e-35 -0.078539999999999985 -0.08947999999999999 0.11167500000000001 1.0000000180025095e-35 0.10874500000000002 -0.092879999999999976 0.023665000000000002 -0.042789999999999988 -0.088334999999999983 0.085790000000000019 0.094410000000000008 -0.085859999999999978 0.055020000000000006 0.087575000000000014 0.11214000000000002 -0.088869999999999991 -0.076489999999999989 -0.083154999999999993 -0.053214999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 9 5 -3 7 12 -4 23 -1 14 19 13 15 -11 17 -12 18 -2 21 -19 -10 26 24 -6 -26 -14 -27
right_child=1 4 3 -5 8 -7 -8 -9 11 10 16 -13 22 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 25 27 -28 -29
leaf_value=0.0010703833747338928 0.0019145130698277756 0.00073628448417929857 0.00095180085950821356 0.0017758723846548867 0.0014221206748883497 0.00061769077174559251 0.0020673510632380696 0.001398722183051461 0.0011526985887745779 0.00067484153733074665 0.00039809745059223294 0.0010350043309074557 0.0020072225703247578 0.001898798325956935 0.0010692385219598997 0.0017958493026797597 0.00072144480693056763 0.0017547377529963687 0.0015377571894784584 0.0015731390571877908 0.0015148370086960257 0.0014496202169672345 0.0016297895415149006 0.0014147534667825372 0.0017959668678186734 0.0015024593211555497 0.0017872392251814567 0.001665012471755566
leaf_weight=63 56 59 70 79 61 64 80 96 62 53 89 59 55 63 57 96 69 62 52 65 493 56 52 93 60 57 60 61
leaf_count=63 56 59 70 79 61 64 80 96 62 53 89 59 55 63 57 96 69 62 52 65 493 56 52 93 60 57 60 61
internal_value=0 0.00157223 0.000984952 0.00123248 0.00137916 0.00104568 0.00168653 0.00121047 0.00144518 0.000753772 0.000679214 0.00130608 0.00165569 0.00162407 0.000879531 0.00160122 0.000539529 0.00157299 0.00173344 0.00139328 0.0015417 0.00129391 0.00181108 0.00154646 0.00159757 0.0016575 0.00189276 0.00158679
internal_weight=0 1702 640 309 633 230 1069 166 574 331 268 242 989 822 110 759 158 663 108 183 555 118 167 332 239 178 115 118
internal_count=2342 1702 640 309 633 230 1069 166 574 331 268 242 989 822 110 759 158 663 108 183 555 118 167 332 239 178 115 118
is_linear=0
shrinkage=0.0032998


Tree=4791
num_leaves=30
num_cat=0
split_feature=12 13 12 16 15 15 1447 16 13 43 48 0 151 16 15 13 43 15 43 16 12 15 157 402 402 13 0 0 12
split_gain=19.9219 6.60699 3.45985 2.91586 2.32997 2.00917 1.7966 1.70336 1.70211 1.92735 1.40605 1.13202 1.03264 0.961623 0.940025 0.778138 0.713542 0.42204 0.369276 0.338304 0.230364 0.335956 0.21113 0.274157 0.327038 0.208875 0.183326 0.133243 0.104717
threshold=0.077755000000000005 -0.0013449999999999996 0.092495000000000008 -0.26987499999999992 -0.0015749999999999998 -0.24042999999999998 -0.082869999999999985 0.15454000000000004 -0.28558999999999996 -0.063549999999999982 0.037750000000000006 -0.073574999999999988 -0.086439999999999989 -0.018199999999999997 -0.4680149999999999 -0.016289999999999995 -0.097279999999999991 -1.0000000180025095e-35 -0.04009999999999999 0.40052000000000004 0.11436 0.080840000000000009 -0.078754999999999978 -0.085859999999999978 0.012085000000000002 -0.013149999999999998 -0.079119999999999982 -0.10220499999999998 0.10055500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 -4 10 14 13 -6 -7 15 27 20 -8 -2 -1 -10 -14 19 -19 -13 21 25 -18 -24 -25 -5 -23 -3 -20
right_child=2 4 3 11 7 8 12 -9 9 -11 -12 17 16 -15 -16 -17 22 18 28 -21 -22 26 23 24 -26 -27 -28 -29 -30
leaf_value=0.00076082793716107254 0.0020440943531339416 0.00088367784764288462 0.00097959943000602932 0.0018028580261167822 0.0014578144712727008 0.00050406766566415734 0.0015198006867500702 0.0022897086612071542 0.0011849992977042037 0.0016842058610395795 0.0015623157584545922 0.0012048779331268566 0.0022288470353557374 0.0026424599363486199 0.00014891148143653178 0.00062773479624598995 0.0020303158839261831 0.0014445719076929275 0.0016749033792571237 0.0015539015807667935 0.0020448687362579314 0.002061189246308302 0.0020803280726995129 0.0017996770863195849 0.0019947329867575454 0.0015131438544401627 0.0018133803146135603 0.0011212492369484593 0.0018853182220669813
leaf_weight=52 66 52 68 58 55 59 79 53 56 52 93 53 74 54 58 54 101 58 62 75 52 54 60 459 123 56 97 56 53
leaf_count=52 66 52 68 58 55 59 79 53 56 52 93 53 74 54 58 54 101 58 62 75 52 54 60 459 123 56 97 56 53
internal_value=0 0.00112766 0.00181077 0.00162938 0.0014748 0.000803482 0.0019332 0.00186639 0.000984987 0.00115992 0.00126421 0.00170082 0.00188221 0.00231365 0.000438501 0.000911753 0.00191721 0.00155513 0.00166255 0.00140966 0.00183905 0.00179853 0.00188613 0.00186339 0.00184096 0.00166085 0.00190223 0.00100719 0.00177218
internal_weight=0 640 1702 686 309 331 1016 108 221 162 201 618 896 120 110 110 817 301 173 128 317 265 743 642 582 114 151 108 115
internal_count=2342 640 1702 686 309 331 1016 108 221 162 201 618 896 120 110 110 817 301 173 128 317 265 743 642 582 114 151 108 115
is_linear=0
shrinkage=0.0032998


Tree=4792
num_leaves=30
num_cat=0
split_feature=1 2 16 2 2 2 151 2 2 159 13 475 2 2 12 49 1 42 42 2 42 1456 12 16 16 1 15 16 12
split_gain=16.6859 3.94255 3.26049 1.59277 1.31058 1.52799 1.02482 0.828081 0.659056 0.518006 0.481861 0.429665 0.39453 0.614664 0.97737 0.554862 0.395523 0.381655 0.48306 0.342531 0.311635 0.314025 0.247074 0.23266 0.217514 0.1521 0.206913 0.19068 0.03523
threshold=0.104035 0.11891500000000001 0.23993500000000004 0.090225000000000014 -0.007134999999999999 0.10472500000000001 -0.086654999999999982 0.14823500000000003 0.12358500000000001 -0.023859999999999996 -0.042924999999999998 -0.0048199999999999988 0.064660000000000009 0.084275000000000003 0.083785000000000012 0.085970000000000005 0.087615000000000012 0.10909000000000001 -0.062334999999999995 0.085505000000000012 -0.020484999999999996 0.075120000000000006 0.093225000000000016 -0.082739999999999994 -0.082354999999999984 0.092415000000000011 0.086795000000000011 -0.043889999999999992 0.089705000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 12 -2 -6 -5 10 9 22 -3 -11 16 14 -14 19 -1 18 -13 23 28 -22 -8 -15 -18 26 -26 -27 -21
right_child=1 7 -4 6 5 -7 8 -9 -10 11 -12 17 13 15 -16 -17 24 -19 -20 20 21 -23 -24 -25 25 27 -28 -29 -30
leaf_value=0.0011704492916612573 0.00046162402841229741 0.00039418094644389943 0.0015672072982238338 0.00088220742331656526 0.0014166417390270125 0.00073194000219211134 0.0017647655894913379 0.00014895111422629347 0.0010238924556345709 0.0015792596147170077 0.00081119645038270024 0.0014429670842204122 0.0020702753051009969 0.0014783223487280328 0.0015300423787924526 0.0017543049037379449 0.0013209577541850813 0.0015344860587193886 0.0011828677294681027 0.0015013970356297305 0.0012908735593715407 0.0015833118895700697 0.001442347773016806 0.0017671673212159107 0.0017642593014158266 0.0015963782387357981 0.0014708179732910468 0.0013282303173984696 0.0016392753993239913
leaf_weight=55 81 68 82 54 56 98 52 80 60 74 55 114 63 65 89 91 76 68 258 52 196 52 56 62 56 54 54 69 52
leaf_count=55 81 68 82 54 56 98 52 80 60 74 55 114 63 65 89 91 76 68 258 52 196 52 56 62 56 54 54 69 52
internal_value=0 0.000770216 0.00100022 0.00144055 0.00080223 0.000981151 0.00132167 0.00041087 0.00135641 0.00138843 0.000580938 0.00134435 0.00152108 0.00156626 0.00175419 0.00151608 0.00143137 0.00130476 0.00126267 0.00147075 0.00141694 0.00135233 0.00159791 0.00161961 0.0014777 0.00152867 0.00162053 0.00144624 0.00157068
internal_weight=0 520 317 1822 235 154 736 203 682 622 123 514 1086 722 152 570 364 440 372 479 352 248 108 127 309 233 110 123 104
internal_count=2342 520 317 1822 235 154 736 203 682 622 123 514 1086 722 152 570 364 440 372 479 352 248 108 127 309 233 110 123 104
is_linear=0
shrinkage=0.0032998


Tree=4793
num_leaves=21
num_cat=0
split_feature=2 475 10 484 2 3 13 14 2 15 474 51 133 3 42 42 42 15 129 15
split_gain=1.05074 0.348875 0.420696 0.468346 0.488589 0.50877 0.356888 0.341539 0.301992 0.300547 0.284913 0.245146 0.367982 0.227595 0.295716 0.393344 0.221278 0.154936 0.140026 0.088776
threshold=0.11626500000000002 -0.085684999999999997 0.058500000000000003 0.095555000000000015 0.085505000000000012 -0.091649999999999995 -0.066659999999999983 -0.30192499999999994 0.074875000000000011 0.084495000000000015 0.083260000000000015 -0.032359999999999993 0.026115000000000003 0.096440000000000012 -0.047714999999999987 0.083665000000000003 0.085790000000000019 -0.074054999999999996 0.087270000000000014 -0.066974999999999993
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 10 3 4 5 9 16 -2 -8 -3 -1 -9 17 14 18 -16 -7 -13 -6 -5
right_child=7 2 -4 19 13 6 8 11 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.01166076461731793 -0.011050810769859752 0.016680338754197655 -0.0040406732383173336 0.026874175094833325 0.015153684920099306 0.0077680663127907418 0.0037558700360976415 0.012617568456727941 0.015923594595313336 0.033554583651191676 0.027318560091922416 0.0014093659891699516 0.01245217353286642 0.016539065949967392 -0.00016053571457233415 0.0085000390639799108 0.018141969511505294 -0.009324815780008008 0.0068431520537351942 0.017023513307575476
leaf_weight=64 54 72 52 55 167 77 192 65 83 52 69 83 56 85 226 431 248 70 89 52
leaf_count=64 54 72 52 55 167 77 192 65 83 52 69 83 56 85 226 431 248 70 89 52
internal_value=0 0.0114513 0.0108602 0.0112848 0.0106116 0.0139433 0.0119092 0.00117366 0.00743484 0.0237711 0.0197975 0.00358942 0.000773024 0.00819274 0.00741373 0.00551817 0.0156897 -0.00348996 0.0122715 0.0221037
internal_weight=0 2014 1881 1829 1722 724 600 328 275 124 133 274 209 998 913 657 325 153 256 107
internal_count=2342 2014 1881 1829 1722 724 600 328 275 124 133 274 209 998 913 657 325 153 256 107
is_linear=0
shrinkage=0.16829


Tree=4794
num_leaves=21
num_cat=0
split_feature=1 155 9 160 43 1212 43 43 1 484 159 484 160 43 132 48 48 160 1 1212
split_gain=0.461864 0.539336 0.398529 0.282378 0.259924 0.245628 0.354825 0.387648 0.260782 0.250888 0.246435 0.35721 0.236544 0.189622 0.188017 0.195477 0.15335 0.0975021 0.0533822 0.0324017
threshold=0.10141500000000002 0.10158500000000002 -1.0000000180025095e-35 0.075825000000000017 0.0077000000000000011 0.081560000000000007 -0.011584999999999998 0.053035000000000006 0.097480000000000011 0.087150000000000019 0.11178 -0.13719999999999996 -0.061724999999999995 -0.053084999999999993 -0.09057999999999998 0.088145000000000015 0.10227500000000002 -0.081539999999999987 0.13279000000000005 0.093215000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 12 8 19 -8 9 10 11 -1 13 -4 -13 -16 18 -11 -14 -7
right_child=1 -3 3 -5 -6 6 7 -9 -10 17 -12 14 16 -15 15 -17 -18 -19 -20 -21
leaf_value=0.021439624628534572 -0.01063862341837136 0.019753986712081648 0.006597779582844421 -0.0061243933026287022 -0.0045739076162193007 0.025094365881199041 0.00088066759881612279 0.018608898978091794 0.020500879133090632 0.011799583253890319 -0.00175379704074445 0.015900526895288529 0.0049600308504558566 0.020658595951212489 0.0079691322379758737 0.0012700606462201045 -0.0032058702363172188 0.021024286606014936 0.011327043725718815 0.018960663365496632
leaf_weight=56 58 57 52 65 58 52 76 65 53 91 73 74 122 58 974 142 55 52 55 54
leaf_count=56 58 57 52 65 58 52 76 65 53 91 73 74 122 58 974 142 55 52 55 54
internal_value=0 0.00420455 0.00250643 0.00414989 0.00582395 0.0096859 0.0146181 0.009066 0.00888057 0.00845809 0.00772942 0.00828646 0.00759259 0.014028 0.00766598 0.00711835 0.00453357 0.0151666 0.00694863 0.0219866
internal_weight=0 580 523 465 400 1762 247 141 1515 1462 1319 1246 342 110 1190 1116 232 143 177 106
internal_count=2342 580 523 465 400 1762 247 141 1515 1462 1319 1246 342 110 1190 1116 232 143 177 106
is_linear=0
shrinkage=0.16829


Tree=4795
num_leaves=12
num_cat=0
split_feature=1 4 1373 48 4 0 151 160 0 160 16
split_gain=1.25075 0.373829 0.399787 0.447853 0.386681 0.355568 0.329347 0.329554 0.23254 0.170569 0.144273
threshold=0.14123000000000005 0.30163500000000004 1.0000000180025095e-35 0.11765000000000002 0.50113000000000019 -0.072174999999999975 0.086470000000000005 -0.54512499999999997 -0.14151499999999997 -0.089974999999999986 -0.016079999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -3 -6 7 -1 10 -10 -9
right_child=-2 4 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00559301976975554 -0.01438464743610564 -0.0078681582441825527 0.020779694735309107 0.022171173501732436 0.015679520188039697 -0.0032894838554984613 -0.0063233505616044489 0.0095397178408764948 0.01119723467946006 0.0061351660081331132 0.02010098910252036
leaf_weight=57 82 96 62 54 59 53 54 97 218 1448 60
leaf_count=57 82 96 62 54 59 53 54 97 218 1448 60
internal_value=0 0.00676725 0.007457 0.0070406 -2.20871e-05 0.00668708 0.0066172 0.00698985 0.00738427 0.00679863 0.0135873
internal_weight=0 2258 2050 1988 208 112 1934 1880 1823 1666 157
internal_count=2340 2258 2050 1988 208 112 1934 1880 1823 1666 157
is_linear=0
shrinkage=0.16829


Tree=4796
num_leaves=23
num_cat=0
split_feature=1 2 3 14 3 47 12 123 49 2 3 12 2 12 16 15 2 15 131 12 49 16
split_gain=23.6589 5.21398 4.5515 3.52035 2.18729 1.91355 1.6957 1.57612 1.09896 0.93081 0.805571 0.557912 0.788194 0.443713 0.830445 0.418803 0.489889 0.417107 0.371944 0.232851 0.186907 0.121995
threshold=0.11869500000000001 0.099675000000000014 0.30835000000000007 0.062655000000000016 0.11924500000000002 0.085770000000000027 -0.083994999999999986 0.083275000000000016 -0.033169999999999991 0.13673000000000005 0.086245000000000016 0.09334000000000002 0.10859000000000001 0.087805000000000008 -1.0000000180025095e-35 -0.015824999999999995 0.091955000000000023 -0.0085199999999999981 0.078765000000000016 0.082780000000000006 0.10470500000000001 0.31481000000000009
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 3 5 7 6 9 -3 10 -8 -2 13 12 -10 14 19 18 -17 -16 -15 -1 21 -13
right_child=2 4 -4 -5 -6 -7 8 -9 11 -11 -12 20 -14 15 17 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0014661234043159036 0.00075108133076874758 0.0008220703171350701 -0.00020772535229998454 0.0023554988474205839 0.00062651332578639925 0.001220841562426032 0.00098185723331490151 0.0010365740046934737 0.0019524932140030336 0.0001907566223211992 0.0012576200633086776 0.001355033073347927 0.0014138019550900465 0.0013703904725404956 0.0017541949792743068 0.0016824239799317544 0.0014107661994751674 0.0021599388846192174 0.0016377457231318794 0.0016640711301732028 0.0011961775141373868 0.0015546542115340318
leaf_weight=80 81 66 74 68 57 64 60 55 53 54 69 103 69 171 60 374 92 54 88 438 55 55
leaf_count=80 81 66 74 68 57 64 60 55 53 54 69 103 69 171 60 374 92 54 88 438 55 55
internal_value=0 0.00152438 0.000490608 0.00162029 0.0012375 0.000750466 0.00131297 0.00158651 0.0013949 0.000527212 0.0016077 0.00146877 0.00164811 0.00162547 0.00169011 0.00156908 0.00162887 0.0019467 0.00146137 0.00163357 0.00136589 0.00142474
internal_weight=0 2067 273 1549 518 199 461 1481 395 135 1426 335 122 1357 632 725 466 114 259 518 213 158
internal_count=2340 2067 273 1549 518 199 461 1481 395 135 1426 335 122 1357 632 725 466 114 259 518 213 158
is_linear=0
shrinkage=0.0032998


Tree=4797
num_leaves=14
num_cat=0
split_feature=10 39 4 401 16 1210 480 1213 16 16 1456 1452 401
split_gain=0.713109 0.498645 0.345808 0.34472 0.371849 0.259085 0.263097 0.189725 0.178149 0.200427 0.164333 0.305418 0.0736654
threshold=-1.0000000180025095e-35 0.085765000000000022 0.27161500000000005 0.080190000000000011 -0.075434999999999988 -0.077744999999999995 -0.063594999999999985 -0.086554999999999979 -0.41863499999999992 -0.50790499999999994 0.094080000000000011 0.087295000000000011 0.10076500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 12 -2 -7 -8 9 -4 11 -9 -5
right_child=2 -3 8 4 -6 6 7 10 -10 -11 -12 -13 -14
leaf_value=-0.018860370610975178 0.01765906429464506 0.0026266593544986847 -0.00086088440687831329 0.010813378438733406 -0.0099067325801201669 0.018219893188176139 -0.00071648451763743691 0.0076403152367217871 -0.0051630412655792185 0.011983806430924946 -0.00077097472604373708 0.020326820152322948 0.0024335040297982819
leaf_weight=52 79 74 84 52 63 66 78 1455 91 58 61 56 71
leaf_count=52 79 74 84 52 63 66 78 1455 91 58 61 56 71
internal_value=0 -0.00622675 0.00678197 0.00750337 0.000596507 0.00821806 0.00778238 0.00736379 0.000640844 0.00437289 0.00776586 0.00811169 0.00599082
internal_weight=0 126 2214 1981 186 1795 1716 1650 233 142 1572 1511 123
internal_count=2340 126 2214 1981 186 1795 1716 1650 233 142 1572 1511 123
is_linear=0
shrinkage=0.16829


Tree=4798
num_leaves=12
num_cat=0
split_feature=1 0 14 3 1 155 147 150 3 39 51
split_gain=0.876823 0.769743 0.313836 0.249363 0.232302 0.180801 0.204719 0.246106 0.16673 0.211801 0.0386136
threshold=0.13702500000000004 -0.065249999999999989 0.019675000000000002 -0.15315499999999996 0.10525000000000002 0.083440000000000014 0.089365000000000014 0.10801000000000001 -0.13088999999999998 0.089130000000000015 -0.14153999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -5 -10 -7
right_child=1 -3 -4 5 -6 10 -8 -9 9 -11 -12
leaf_value=-0.0074436386959948753 0.0050739953641166747 -0.0215548818232634 0.015743520541299398 0.014352472640243048 0.0070342243034199189 0.016023338718286817 -0.0036108900573929461 0.015869342912774052 0.0056657557837545072 -0.0017719516170617226 0.0094037098765552708
leaf_weight=79 59 64 87 58 52 52 67 67 1587 116 52
leaf_count=79 59 64 87 58 52 52 67 67 1587 116 52
internal_value=0 -0.00876707 0.00582534 0.00541939 -0.00168299 0.00588573 0.00550911 0.00584436 0.00546193 0.00515808 0.0127308
internal_weight=0 123 2217 2130 131 1999 1895 1828 1761 1703 104
internal_count=2340 123 2217 2130 131 1999 1895 1828 1761 1703 104
is_linear=0
shrinkage=0.16829


Tree=4799
num_leaves=11
num_cat=0
split_feature=1 0 51 50 160 50 147 48 1429 3
split_gain=0.60642 0.532619 0.254755 0.26354 0.223071 0.226577 0.206632 0.249611 0.191252 0.317566
threshold=0.13702500000000004 -0.065249999999999989 0.11893500000000001 0.12213000000000002 -0.54512499999999997 0.11700000000000001 0.089365000000000014 -0.0046349999999999994 0.086825000000000013 -0.18766499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 7 -6 9 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0060353192142204972 0.0042200939815421178 -0.01792741525315231 0.020701503768929957 0.0042452086517959274 0.015556174070998465 0.014918444703088641 -0.0037485079092285552 -0.0083045263067370052 0.012135723963163026 0.0044550352742386513
leaf_weight=56 59 64 57 54 59 60 84 57 87 1703
leaf_count=56 59 64 57 54 59 60 84 57 87 1703
internal_value=0 -0.00728921 0.00484541 0.0127119 0.00442994 0.00471669 0.0044082 0.00476862 0.00442305 0.00404078
internal_weight=0 123 2217 111 2106 2050 1990 1906 1847 1760
internal_count=2340 123 2217 111 2106 2050 1990 1906 1847 1760
is_linear=0
shrinkage=0.16829


Tree=4800
num_leaves=14
num_cat=0
split_feature=3 3 484 13 2 151 3 147 13 3 43 3 13
split_gain=0.360806 0.339912 0.225611 0.38044 0.521909 0.240595 0.303132 0.224941 0.239772 0.409809 0.398091 0.192888 0.107584
threshold=0.30112000000000005 0.12745000000000004 0.062030000000000009 -0.085409999999999986 0.086245000000000002 -0.15140499999999998 0.10323000000000002 0.088335000000000011 0.10637500000000001 -0.16048499999999996 -0.40535499999999997 -0.077584999999999987 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 8 9 -7 -10 12 -6
right_child=-2 -3 3 4 11 6 -8 -9 10 -11 -12 -13 -14
leaf_value=0.014755307460651321 -0.0071768679456189286 0.016424220205507909 0.008380350544804082 -0.019662263808283568 -0.0013593614647415197 0.015850929498267323 -0.0084222966658959141 0.014046326510760723 0.0038378575728032242 0.0031813147117429157 -0.014470042148080736 -0.0088162486779567659 0.0089463866739070384
leaf_weight=52 101 53 81 53 62 76 62 56 84 1524 56 54 53
leaf_count=52 101 53 81 53 62 76 62 56 84 1524 56 54 53
internal_value=0 0.00309856 0.0027786 -0.00148347 -0.00509052 0.00345567 0.00313846 0.00353855 0.00319934 0.00378424 -0.00347247 -0.000510055 0.00337462
internal_weight=0 2266 2213 303 222 1910 1858 1796 1740 1600 140 169 115
internal_count=2367 2266 2213 303 222 1910 1858 1796 1740 1600 140 169 115
is_linear=0
shrinkage=0.16829


Tree=4801
num_leaves=19
num_cat=0
split_feature=9 13 2 16 12 12 13 48 2 13 12 0 13 156 43 15 12 15
split_gain=0.305098 0.274329 0.263573 0.346476 0.753035 0.428854 0.292565 0.214526 0.302446 0.308042 0.249471 0.429526 0.480303 0.28611 0.278868 0.21731 0.0898771 0.226008
threshold=-1.0000000180025095e-35 -0.41871499999999995 0.082130000000000022 -0.0021749999999999994 0.089625000000000024 0.079570000000000016 -0.0082249999999999979 0.08796000000000001 0.09678500000000001 -0.0013449999999999996 -0.09168999999999998 0.10798500000000001 0.056910000000000009 0.088410000000000016 -0.116045 -0.095804999999999987 0.08870500000000002 0.090000000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 16 10 15 -10 -4 12 13 -12 -14 -9 -7 -18
right_child=1 2 7 4 -6 6 -8 8 9 -11 11 -13 14 -15 -16 -17 17 -19
leaf_value=-0.0088916657433376935 -0.0068925159862142787 -0.0102643851102227 -0.010000198975176976 0.027653703607613812 0.0033410178312180501 0.0075257651071159587 0.014775988093377171 0.0055749603063159165 0.0036311534004917698 0.017750730695757212 0.002808547569874714 0.01243208631847941 -0.0026242167535158183 -0.0056226316340067606 -0.017963519889607 -0.0085408815313179672 -0.0065722463886844183 0.0063049085214760044
leaf_weight=68 84 55 56 60 91 78 78 74 91 85 973 94 87 129 55 53 70 86
leaf_count=68 84 55 56 60 91 78 78 74 91 85 973 94 87 129 55 53 70 86
internal_value=0 0.00254114 0.0028997 0.00622395 0.0130136 0.00342551 0.00584455 0.00188393 0.00594364 0.0104605 0.00100022 0.00146197 0.000631597 0.00181996 -0.00857815 -0.000301757 0.00285972 0.000515181
internal_weight=0 2299 2215 518 151 367 312 1697 303 176 1394 1338 1244 1102 142 127 234 156
internal_count=2367 2299 2215 518 151 367 312 1697 303 176 1394 1338 1244 1102 142 127 234 156
is_linear=0
shrinkage=0.16829


Tree=4802
num_leaves=19
num_cat=0
split_feature=3 123 12 12 16 47 16 0 12 0 12 402 0 156 402 12 12 16
split_gain=12.6773 6.50662 2.01448 2.0889 1.53924 1.40748 1.03865 0.963776 0.832816 0.633705 0.630276 0.414208 0.410219 0.396961 0.338025 0.266934 0.288293 0.182378
threshold=0.30112000000000005 0.081990000000000021 0.13332500000000003 0.077755000000000005 0.12292000000000002 0.07813500000000001 -0.059624999999999991 -0.095419999999999991 0.092495000000000008 -0.059114999999999994 -0.085209999999999994 0.084925000000000014 -0.13513499999999998 0.088610000000000008 0.11232500000000002 0.10070000000000001 0.11247500000000001 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 12 -3 9 13 -9 15 -1 14 -5 17 -17 -10
right_child=-2 7 -4 8 -6 -7 -8 10 11 -11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.0014976886934475117 0.00034684012124790864 0.0012624779841077607 0.000957680650688597 0.0016976904052472071 0.0017663486190813301 0.0016865048049358607 0.0008494937326488075 0.00099702692351013233 0.0017502333357176422 0.002064664550970507 0.00050837130315754884 0.001304552062833382 0.0011030286941441294 0.0014290417111355082 0.0019598942820436291 0.0014219003011158675 0.0016676233318046671 0.0015866567386328362
leaf_weight=67 101 66 53 880 86 64 87 60 135 55 56 62 52 58 59 156 82 188
leaf_count=67 101 66 53 880 86 64 87 60 135 55 56 62 52 58 59 156 82 188
internal_value=0 0.00154214 0.00159441 0.00161101 0.00138088 0.00125797 0.00112466 0.000943321 0.00165991 0.00171687 0.000761428 0.00156366 0.00132553 0.00169765 0.0017142 0.00159223 0.00150671 0.00165513
internal_weight=0 2266 2084 2031 356 270 206 182 1675 1052 116 623 119 997 939 561 238 323
internal_count=2367 2266 2084 2031 356 270 206 182 1675 1052 116 623 119 997 939 561 238 323
is_linear=0
shrinkage=0.0032998


Tree=4803
num_leaves=21
num_cat=0
split_feature=2 1 123 1447 133 1212 12 15 52 12 43 12 43 11 43 2 12 52 457 15
split_gain=0.262592 0.214653 0.325661 0.220659 0.213786 0.285271 0.225527 0.521036 0.599082 0.278475 0.276432 0.454846 0.223302 0.213876 0.19819 0.159818 0.152799 0.333072 0.124428 0.095903
threshold=0.14578500000000003 0.11249000000000002 0.087755000000000014 -0.086254999999999984 -0.089054999999999981 0.073745000000000019 0.084115000000000009 -0.0070899999999999991 -0.012164999999999999 0.085005000000000011 -0.11278499999999998 0.096510000000000012 -0.089939999999999978 1.0000000180025095e-35 -0.049364999999999992 0.091250000000000012 0.092495000000000008 -0.0092149999999999992 0.084040000000000017 0.084785000000000013
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 16 -1 5 15 7 12 -9 -8 11 -11 -6 -12 -2 19 17 -3 -14 -5
right_child=14 2 -4 4 6 -7 9 8 -10 10 13 -13 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.011420157462002476 0.002259261360818051 0.024301586318249125 -0.0035457090411287456 0.012659685679219239 0.013013299191582747 0.017975560404069054 0.013022079917413621 0.0023111748443961568 -0.017209712983777492 -0.012989723920434538 0.0025853412580376443 0.0055208520838113612 -0.0016560158330514681 0.011804616885708136 -0.012138205312278964 -0.0015757714463218221 0.0049177705711750076 0.0074878143017605304 0.0069325987259214314 0.0038922492314843091
leaf_weight=81 53 55 57 61 52 52 73 80 100 81 845 70 166 78 55 86 83 86 67 86
leaf_count=81 53 55 57 61 52 52 73 80 100 81 845 70 166 78 55 86 83 86 67 86
internal_value=0 0.00343191 0.00778792 0.00281217 0.00244367 0.00669468 0.00169098 -0.0014327 -0.00852378 0.00295891 0.00227324 -0.00439676 0.00303957 0.00336638 -0.00505615 0.00416935 0.0106799 0.0140591 0.000805961 0.00754266
internal_weight=0 2259 281 1978 1897 285 1612 465 180 1147 1074 151 285 923 108 233 224 141 233 147
internal_count=2367 2259 281 1978 1897 285 1612 465 180 1147 1074 151 285 923 108 233 224 141 233 147
is_linear=0
shrinkage=0.16829


Tree=4804
num_leaves=12
num_cat=0
split_feature=3 1 4 3 52 1212 1212 1212 3 1204 159
split_gain=0.222286 0.255483 0.213959 0.174447 0.21506 0.165732 0.194308 0.47354 0.171002 0.168105 0.146902
threshold=0.30112000000000005 0.12958500000000003 0.36766000000000004 0.11745500000000002 0.50590000000000013 0.11930500000000001 0.087685000000000013 0.081560000000000007 -0.084184999999999996 -0.080654999999999991 -0.4680149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 9 -8 -1 -6
right_child=-2 2 -4 -5 10 -7 8 -9 -10 -11 -12
leaf_value=-0.0052096566767677105 -0.0051857651646619691 0.018575046708748842 0.0041904932246972513 -0.0068925796773312538 0.003465612351333928 0.011586364384542535 -0.0083305304519052034 0.016852036148777561 0.0037495286698862717 0.0023765704420016989 0.015774859443145984
leaf_weight=87 101 52 68 55 53 53 91 63 52 1634 58
leaf_count=87 101 52 68 55 53 53 91 63 52 1634 58
internal_value=0 0.00287745 0.0104388 0.0024538 0.0027005 0.00229521 0.00203874 0.0025178 -0.00392522 0.00199203 0.00991366
internal_weight=0 2266 120 2146 2091 1980 1927 1784 143 1721 111
internal_count=2367 2266 120 2146 2091 1980 1927 1784 143 1721 111
is_linear=0
shrinkage=0.16829


Tree=4805
num_leaves=23
num_cat=0
split_feature=2 2 2 2 0 0 15 0 157 15 15 133 151 43 43 15 484 2 2 1209 402 43
split_gain=17.2232 6.4393 2.72139 2.05907 2.60973 1.29925 1.21645 1.20659 0.589721 0.620133 0.589001 1.24606 0.504398 0.398292 0.346755 0.333935 0.331286 0.285379 0.243343 0.211422 0.246377 0.173486
threshold=0.11366500000000002 -1.0000000180025095e-35 0.15227000000000004 0.099325000000000011 -0.13010499999999997 -0.084114999999999981 -0.099329999999999988 -0.054759999999999996 -0.090569999999999998 0.016500000000000004 -0.03886499999999999 0.085720000000000018 -0.029339999999999995 -0.15582499999999996 -0.082534999999999983 -0.049279999999999997 -0.011809999999999999 0.12051500000000002 0.10406500000000002 0.083050000000000013 0.11232500000000002 -0.075574999999999989
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 7 5 8 -5 17 -7 -1 -3 10 14 12 -12 -11 -10 -8 -16 -2 -6 20 -15 -20
right_child=2 3 -4 4 18 6 15 -9 9 13 11 -13 -14 19 16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.00089385052611132309 0.00055376413080977999 0.0016831928817112158 -2.1429706473329199e-05 0.00054867009830858449 0.0010851725813695934 0.00041683150739487654 0.0011910351811100987 0.00029085433047292485 0.0015268488902673704 0.0016578996169814512 0.0012106634775428515 0.0014539654731776503 0.00082531884908146531 0.0013489098869893397 0.0014835975518133497 0.00083466185812255142 0.0012395088827133109 0.00023279439063450094 0.0014636544019408474 0.0015493790981978798 0.0015710189279927698 0.0012326523665260772
leaf_weight=73 58 63 86 78 70 53 61 72 102 71 61 95 97 533 84 56 238 64 61 88 63 95
leaf_count=73 58 63 86 78 70 53 61 72 102 71 61 95 97 533 84 56 238 64 61 88 63 95
internal_value=0 0.00126406 0.00049409 0.001318 0.0010699 0.000646042 0.000832687 0.000594675 0.00136842 0.00135455 0.0012815 0.00115456 0.000974314 0.00142001 0.00135716 0.00102076 0.00130329 0.000385675 0.00124963 0.00139526 0.00137245 0.00132321
internal_weight=0 1944 378 1799 304 292 170 145 1495 1432 677 253 158 755 424 117 322 122 226 684 596 156
internal_count=2322 1944 378 1799 304 292 170 145 1495 1432 677 253 158 755 424 117 322 122 226 684 596 156
is_linear=0
shrinkage=0.0032998


Tree=4806
num_leaves=15
num_cat=0
split_feature=49 1210 47 49 3 16 155 49 3 2 1 3 151 16
split_gain=0.420497 0.311242 0.241494 0.365473 0.253691 0.499926 0.41311 0.320852 0.352811 0.24827 0.425216 0.0972984 0.0972817 0.0483904
threshold=-0.15378499999999998 -0.099939999999999987 0.12958500000000003 0.13087000000000001 -0.092019999999999977 -0.076944999999999986 0.095050000000000009 -0.07107999999999999 0.091170000000000015 0.10486500000000001 0.078015000000000015 -0.14906999999999998 -0.024429999999999997 -0.087829999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 11 7 12 -9 10 -7 -3 -6 -13
right_child=1 2 -4 -5 6 9 -8 8 -10 -11 -12 13 -14 -15
leaf_value=0.016792523448395626 0.015722193146292633 0.011196317025059268 0.013458977014193992 -0.0094411772869914586 0.014431817453786962 -0.0022016042205465092 0.017055604930190933 0.0033327161419893525 -0.0043943877565658356 0.0014882811589194383 -0.020352072915279826 -0.00094072642715134372 0.0051044540370107031 0.0060403640569445987
leaf_weight=63 52 59 56 73 84 81 62 1295 192 74 67 53 52 59
leaf_count=63 52 59 56 73 84 81 62 1295 192 74 67 53 52 59
internal_value=0 0.00284642 0.00254223 0.00225719 0.00266901 -0.00117782 0.00356729 0.00305092 0.00233379 -0.00644949 -0.0104305 0.00565559 0.0108787 0.00272077
internal_weight=0 2259 2207 2151 2078 393 1685 1623 1487 222 148 171 136 112
internal_count=2322 2259 2207 2151 2078 393 1685 1623 1487 222 148 171 136 112
is_linear=0
shrinkage=0.16829


Tree=4807
num_leaves=23
num_cat=0
split_feature=4 12 150 51 12 4 42 4 11 43 12 15 4 49 4 159 42 13 13 13 49 13
split_gain=15.1389 2.74583 2.75688 1.20214 1.02272 0.74134 1.07272 0.725878 0.681445 0.496315 0.485545 0.408198 0.398768 0.402397 0.361752 0.353733 0.313273 0.524441 0.293441 0.282632 0.177917 0.125632
threshold=0.30163500000000004 0.054520000000000006 0.091105000000000005 -0.096089999999999981 0.095330000000000012 -0.17689999999999997 -0.0043149999999999994 0.55608500000000005 1.0000000180025095e-35 -0.070049999999999987 0.083425000000000013 -0.41880499999999993 -9.4999999999999992e-05 -0.0073549999999999996 0.032965000000000001 0.087410000000000015 -0.0092649999999999972 -0.032264999999999995 -0.069874999999999979 0.087005000000000013 0.093160000000000007 0.0083850000000000018
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 2 3 -1 8 -5 -7 9 10 -2 -3 -11 13 -8 15 20 19 18 -18 21 -12 -6
right_child=7 4 -4 5 16 6 12 -9 -10 11 14 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0015553618276835871 0.00031026111497284829 0.0010776647974122702 0.00044304574847911087 0.0014021327866017791 0.0013329983301994411 0.001384182193744558 0.00093683714005211481 0.00015017827145891218 0.0017128399027204618 0.00087678567279508737 0.0014526115556009165 0.00051224209681733225 0.0010579450666068947 0.00052391844121769363 0.0012046449128736007 0.0011986265068703913 0.0011153728501172317 0.00090341286111213107 0.001382046324168335 0.0015088716199787829 0.0012699634227439339 0.0011104319246201667
leaf_weight=72 63 54 67 61 63 57 52 64 75 58 825 81 68 52 95 74 101 72 85 62 66 55
leaf_count=72 63 54 67 61 63 57 52 64 75 58 825 81 68 52 95 74 101 72 85 62 66 55
internal_value=0 0.00129398 0.00105876 0.00117263 0.00135598 0.00107748 0.000990846 0.000457176 0.00140639 0.000554268 0.00138572 0.000664607 0.000860291 0.000730717 0.00140138 0.00142072 0.00121907 0.00114435 0.00123743 0.00132596 0.00143912 0.00122956
internal_weight=0 2056 429 362 1627 290 229 266 1189 202 1114 139 172 104 1060 965 438 258 186 180 891 118
internal_count=2322 2056 429 362 1627 290 229 266 1189 202 1114 139 172 104 1060 965 438 258 186 180 891 118
is_linear=0
shrinkage=0.0032998


Tree=4808
num_leaves=26
num_cat=0
split_feature=4 149 15 15 4 4 3 16 3 12 484 4 48 4 484 16 52 12 4 12 52 43 42 42 4
split_gain=0.405948 0.292956 0.267762 0.602869 0.585201 0.653948 0.309318 0.493535 0.560286 0.289582 0.297451 0.228111 0.186917 0.174846 0.175755 0.167741 0.167187 0.217651 0.165366 0.375729 0.155731 0.114581 0.112685 0.112427 0.0640744
threshold=0.55608500000000005 0.077335000000000015 0.085145000000000012 -0.008094999999999998 -0.082024999999999987 -0.012889999999999999 -0.0044449999999999993 -0.082264999999999991 -0.13795999999999997 -0.10236499999999998 -0.011809999999999999 -0.027119999999999995 0.094075000000000006 -0.060264999999999992 -0.081554999999999989 -0.092879999999999976 0.088785000000000017 0.087965000000000015 -0.082634999999999986 0.092900000000000024 -0.015069999999999998 -0.040439999999999997 0.088200000000000014 0.084535000000000013 -0.047309999999999998
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=1 2 3 9 6 -6 7 -5 -9 -1 12 24 20 14 -4 -13 17 23 -18 -20 -11 -19 -15 -16 -12
right_child=-2 -3 13 4 5 -7 -8 8 -10 10 11 15 -14 22 16 -17 18 21 19 -21 -22 -23 -24 -25 -26
leaf_value=0.01659105767199295 -0.0095815471181107375 0.015326119335637186 -0.0014840959743324474 0.0079409792075943123 -0.026740690344755187 -0.0019035795679065821 0.012001336058075039 0.0018138708949233513 -0.0201568993222122 0.0010023701891573873 0.0054362140791288796 -0.0021576149958936349 0.017895113629644598 -0.00532078755153514 0.011656106420755598 0.0032226819842514688 0.013054812490259908 0.013299650764720785 -0.0045192998402790131 0.011423023688998691 0.011241909671082852 0.005070140839192174 0.00560188603880909 0.022724785807295676 0.013870110011911478
leaf_weight=53 64 63 56 88 54 68 58 71 61 79 52 261 54 54 54 441 53 72 98 73 91 147 53 52 52
leaf_count=53 64 63 56 88 54 68 58 71 61 79 52 261 54 54 54 441 53 72 98 73 91 147 53 52 52
internal_value=0 0.00400239 0.00367656 0.00238671 -0.00319387 -0.0129118 0.00106437 -0.00181085 -0.00832568 0.00444953 0.00382303 0.0023124 0.00925058 0.00636061 0.00746972 0.00121976 0.00838631 0.0108289 0.00483435 0.00227598 0.0064941 0.00778394 7.27182e-05 0.017103 0.00967044
internal_weight=0 2258 2195 1483 400 122 278 220 132 1083 1030 806 224 712 605 702 549 325 224 171 170 219 107 106 104
internal_count=2322 2258 2195 1483 400 122 278 220 132 1083 1030 806 224 712 605 702 549 325 224 171 170 219 107 106 104
is_linear=0
shrinkage=0.16829


Tree=4809
num_leaves=26
num_cat=0
split_feature=1 1 12 1 0 12 11 0 0 3 1456 475 43 43 39 43 12 0 43 0 42 3 12 0 1
split_gain=53.1358 6.52602 3.83759 2.49736 2.24857 2.23113 2.47074 1.9534 1.51113 1.18874 0.584958 0.556858 0.483763 0.475762 0.393447 0.391223 0.362462 0.324844 0.264563 0.226836 0.220105 0.192904 0.166578 0.165124 0.0843628
threshold=0.10538500000000002 0.12337000000000002 0.087545000000000026 0.092860000000000012 -0.11327499999999999 0.092550000000000007 1.0000000180025095e-35 -0.057864999999999993 -0.019414999999999998 0.077930000000000013 0.056325000000000007 -0.080559999999999979 -0.10961499999999998 -0.071614999999999984 0.085905000000000023 0.0066850000000000008 0.083995000000000014 -0.084369999999999987 -0.076554999999999984 -0.080869999999999984 0.084505000000000011 -0.07385499999999999 0.095780000000000018 -0.074274999999999994 0.11224000000000002
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 14 5 -5 6 10 12 9 -3 11 16 -7 -14 24 19 -1 -17 -6 -13 -12 -20 -15 -24 -2
right_child=1 8 -4 4 18 7 -8 -9 -10 -11 20 15 13 22 -16 17 -18 -19 21 -21 -22 -23 23 -25 -26
leaf_value=0.0017666927302860173 0.00073756436876182534 0.00036517052629191836 0.0017552794523416852 0.0012436714168702363 0.001782303701226795 0.0023055487740568973 0.0029307194027728819 0.001491677264455133 7.038719759843186e-06 0.00090864163289740285 0.0025860726630260698 0.0022124213987011368 0.0017676735470079491 0.0022214455387762023 0.0011752607429313718 0.0022165185628861329 0.002118129648658664 0.0018602134550226544 0.0019641226248343431 0.0023565662214489946 0.0023052860655962699 0.0022264208124071223 0.0021208147723012151 0.0018679869781161272 0.00092526998352433884
leaf_weight=52 57 86 103 58 52 77 55 78 53 90 54 542 70 71 54 57 91 59 85 165 82 53 71 53 54
leaf_count=52 57 86 103 58 52 77 55 78 53 90 54 542 70 71 54 57 91 59 85 165 82 53 71 53 54
internal_value=0 0.000905494 0.00125511 0.00212267 0.00181399 0.00217119 0.00224618 0.00196451 0.000496183 0.000643282 0.00221198 0.00218308 0.00207225 0.00200433 0.000942668 0.00221648 0.00199058 0.0020356 0.0019879 0.00224611 0.00241703 0.00206512 0.0020891 0.00201304 0.000829198
internal_weight=0 497 268 1825 248 1577 1157 420 229 176 1102 966 342 265 165 823 143 116 190 707 136 138 195 124 111
internal_count=2322 497 268 1825 248 1577 1157 420 229 176 1102 966 342 265 165 823 143 116 190 707 136 138 195 124 111
is_linear=0
shrinkage=0.0032998


Tree=4810
num_leaves=19
num_cat=0
split_feature=4 16 4 474 2 3 12 2 403 49 1446 130 1212 3 3 16 4 4
split_gain=0.692412 0.403557 0.442734 0.386188 0.283372 0.333393 0.688053 0.330643 0.325538 0.2444 0.181006 0.196326 0.208107 0.0953273 0.197036 0.112329 0.0997616 0.0967157
threshold=0.27161500000000005 -0.11118499999999999 0.49433000000000005 0.10674500000000002 0.098365000000000022 -0.10237999999999998 0.085615000000000011 0.10205500000000002 -0.5335399999999999 -1.0000000180025095e-35 0.088500000000000009 -0.015164999999999998 -0.009474999999999999 0.13772500000000001 -0.0042999999999999991 -0.036039999999999996 0.018150000000000003 0.022635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 5 6 -1 -6 -7 -2 11 -10 -13 14 15 17 -17 -9
right_child=1 -3 -4 -5 7 8 -8 13 10 -11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=0.030517795361196538 -0.014676380350448616 -0.01458138388938496 0.0091337015583518692 0.019602567810111774 -0.0085359507524335361 0.018729603650621721 0.0067382912236481369 0.012318982917748592 0.013138016266258466 0.0010012423112365941 0.014157580462301027 0.011345073666477672 0.0040909720551996999 -0.0021849468357604779 0.014964492493502421 -0.001294953589888619 0.0072199925227092315 0.0024626905421054864
leaf_weight=52 52 60 101 63 65 59 103 63 88 61 72 126 1036 54 52 133 55 52
leaf_count=52 52 60 101 63 65 59 103 63 88 61 72 126 1036 54 52 133 55 52
internal_value=0 -0.00238204 0.00102994 0.00661501 0.00620705 0.00731772 0.0147275 0.00260413 0.00648476 -0.00619734 0.00593692 0.00546197 0.00487911 0.00437895 0.00538246 0.00373209 0.00118656 0.00787785
internal_weight=0 274 214 2073 2010 1536 155 474 1381 113 1322 1250 1162 409 355 303 188 115
internal_count=2347 274 214 2073 2010 1536 155 474 1381 113 1322 1250 1162 409 355 303 188 115
is_linear=0
shrinkage=0.16829


Tree=4811
num_leaves=13
num_cat=0
split_feature=12 49 480 133 13 1427 51 1210 50 13 12 13
split_gain=0.39524 0.320281 0.203855 0.184465 0.272189 0.222459 0.271975 0.188251 0.146505 0.113179 0.0956997 0.0521076
threshold=-0.14847999999999997 -0.15498999999999999 0.086930000000000021 -0.14715499999999998 0.26379000000000002 0.083935000000000023 0.095260000000000011 -0.081959999999999991 0.11690000000000002 -0.080624999999999988 0.093595000000000025 -0.042924999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 6 7 -5 -8 -4 11 -3
right_child=1 2 9 4 -6 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.0094581922706009347 -0.0070509523197968254 0.0097989742248218471 0.0062185035027337802 0.012697348477278625 0.016245649449312286 0.014453382530299675 0.0005546470603735998 0.0039374209667085124 -0.010226151137253371 0.015720090449152267 0.01479412961145732 0.0030656521611871954
leaf_weight=55 61 81 66 73 53 56 113 1533 52 79 69 56
leaf_count=55 61 81 66 73 53 56 113 1533 52 79 69 56
internal_value=0 0.00496739 0.0052968 0.00487117 0.00434558 0.00399938 0.00366781 0.00433672 -0.00283205 0.0114076 0.00965913 0.00705978
internal_weight=0 2292 2231 2086 1880 1827 1771 1606 165 145 206 137
internal_count=2347 2292 2231 2086 1880 1827 1771 1606 165 145 206 137
is_linear=0
shrinkage=0.16829


Tree=4812
num_leaves=23
num_cat=0
split_feature=1 1 2 47 150 14 1456 3 52 51 3 0 3 1 0 3 0 43 1 52 2 1
split_gain=16.6354 2.29233 1.96723 1.36431 1.25007 0.959457 0.71713 0.735769 0.565451 0.630826 0.531718 0.412211 0.393403 0.845128 0.431259 0.364382 0.322895 0.440812 0.324079 0.317687 0.58951 0.21033
threshold=0.11156000000000001 0.14741000000000001 0.099145000000000025 0.089360000000000009 1.0000000180025095e-35 0.054835000000000009 0.085090000000000013 0.086245000000000016 0.19121000000000002 -0.21463999999999997 -0.055839999999999994 -0.085669999999999982 -0.14443999999999999 0.088595000000000021 -0.077429999999999985 0.11191000000000002 -0.087614999999999985 -0.0094899999999999984 0.081925000000000012 -0.074744999999999992 0.084305000000000005 0.079020000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 8 6 7 11 9 -4 -2 16 -11 14 -14 -12 18 -18 -1 20 -13 -21
right_child=1 -3 4 -5 -6 -7 -8 -9 -10 12 15 19 13 -15 -16 -17 17 -19 -20 21 -22 -23
leaf_value=0.0013980142297551057 0.00076468068931368112 -3.4638921041696717e-05 0.001367597004028926 0.00096905562353808978 0.00061614108666142669 0.0017347398295102503 0.0016017003519014103 0.00095599431132648634 0.0014728181653973537 0.0012689178364583683 0.00026201455566019687 0.0008506500614279582 0.001340658646879312 0.00062817858952444528 0.00097019752925028922 0.0005838012496249687 0.001711684093163702 0.0013437386758220603 0.0011730898096544067 0.0012547670098432479 0.0012988681363816008 0.0013829168803696349
leaf_weight=282 60 65 80 98 53 65 95 64 54 61 91 53 52 59 105 67 72 73 96 387 83 232
leaf_count=282 60 65 80 98 53 65 95 64 54 61 91 53 52 59 105 67 72 73 96 387 83 232
internal_value=0 0.0005292 0.00128274 0.000645291 0.00109452 0.00134086 0.00132302 0.00130326 0.00115613 0.00110812 0.000499584 0.00132063 0.00103306 0.000966287 0.00109312 0.000398691 0.00139254 0.00152669 0.00134098 0.00127077 0.00112445 0.00130285
internal_weight=0 381 1966 316 464 1502 1437 1342 411 357 218 1278 277 216 157 158 523 145 378 755 136 619
internal_count=2347 381 1966 316 464 1502 1437 1342 411 357 218 1278 277 216 157 158 523 145 378 755 136 619
is_linear=0
shrinkage=0.0032998


Tree=4813
num_leaves=19
num_cat=0
split_feature=4 52 39 474 52 2 159 42 4 133 4 483 457 42 484 0 4 403
split_gain=0.503892 0.27718 0.295045 0.255496 0.225565 0.284767 0.263852 0.358024 0.222047 0.218436 0.262743 0.182347 0.203712 0.299413 0.213335 0.152444 0.130024 0.138875
threshold=0.27161500000000005 0.044705000000000002 0.093225000000000016 0.10674500000000002 0.40945500000000007 0.086885000000000004 -0.023859999999999996 0.088775000000000007 0.50779500000000011 -0.07218999999999999 -0.08466499999999999 0.088070000000000009 0.079590000000000008 0.079170000000000004 0.087150000000000019 -0.088374999999999995 -0.080874999999999989 0.14530000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 6 -6 7 15 -2 10 -8 12 14 -14 -11 -1 -12 -18
right_child=1 -3 -4 -5 5 -7 9 -9 -10 11 16 -13 13 -15 -16 -17 17 -19
leaf_value=0.011747995950241188 -0.013906412704651034 0.0069170646905945057 0.0055246519412941461 0.016203750591987205 -0.010222768257480443 0.0049969882874913328 0.019436355468040872 0.0015926167588632524 -0.00030066389829567 0.0039357718681424739 -0.00034577365489479905 0.012131577638844072 -0.0097735794397081008 0.0069752236579972999 0.014979998599087007 0.024609987075193174 0.010932775930227526 0.00099492548770993908
leaf_weight=54 96 72 53 63 58 87 57 58 53 1106 56 78 72 52 52 52 176 52
leaf_count=54 96 72 53 63 58 87 57 58 53 1106 56 78 72 52 52 52 176 52
internal_value=0 -0.00203766 -0.00523834 0.00563682 0.00530472 -0.00107852 0.00580197 0.0122566 -0.00907884 0.0051786 0.00899182 0.00422117 0.00373848 -0.0027354 0.00443326 0.0180746 0.00688923 0.00867413
internal_weight=0 274 202 2073 2010 145 1865 164 149 1701 341 1360 1282 124 1158 106 284 228
internal_count=2347 274 202 2073 2010 145 1865 164 149 1701 341 1360 1282 124 1158 106 284 228
is_linear=0
shrinkage=0.16829


Tree=4814
num_leaves=13
num_cat=0
split_feature=3 39 3 43 14 41 1447 0 12 1447 12 43
split_gain=15.3065 9.87379 2.84294 2.22423 2.11237 1.5039 0.866717 0.996166 0.778288 0.487883 0.369575 0.506495
threshold=0.30112000000000005 0.081875000000000017 0.10812000000000001 -0.031974999999999996 0.062655000000000016 0.081560000000000007 -0.082229999999999984 -0.14076499999999997 0.10184000000000001 -0.085804999999999979 -0.089089999999999989 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 6 9 -8 -9 -1 -3 -12
right_child=-2 3 -4 -5 -6 -7 7 8 -10 -11 11 -13
leaf_value=0.001644815166291077 0.00013433110316531143 0.00084608963805722951 0.00098972451101371137 0.0014173310611499455 0.0021268392562027337 0.00099033530998803064 0.0011769173771180128 0.0015902153972737563 0.0013838496227706742 0.0020470588055405566 0.00077817883441089403 0.00033279714929297622
leaf_weight=80 99 85 98 58 71 52 79 1317 238 58 56 56
leaf_count=80 99 85 98 58 71 52 79 1317 238 58 56 56
internal_value=0 0.00146049 0.00153874 0.000848797 0.00156711 0.0015453 0.00156157 0.00154022 0.00155865 0.00181413 0.000681232 0.000555803
internal_weight=0 2248 1993 255 1895 1824 1772 1634 1555 138 197 112
internal_count=2347 2248 1993 255 1895 1824 1772 1634 1555 138 197 112
is_linear=0
shrinkage=0.0032998


Tree=4815
num_leaves=11
num_cat=0
split_feature=44 10 159 13 52 159 159 49 15 51
split_gain=0.770183 0.335036 0.23434 0.436688 0.201634 0.192146 0.286158 0.280398 0.511686 0.268072
threshold=1.0000000180025095e-35 -0.092019999999999977 0.11073500000000001 -0.071244999999999989 -0.56073999999999991 0.10477000000000002 0.091305000000000011 0.0033550000000000003 -0.043644999999999996 -0.095144999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 9 -9 -6
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0084114938516880629 0.024436293485745098 0.013885251913519015 0.0023789176726399406 0.022065958557799557 -0.0033787258926748108 -0.0055662259425956657 0.014360810198866822 0.0026647681709780712 -0.012153821550684693 0.0053138395143229001
leaf_weight=59 54 57 70 59 108 61 73 338 82 1398
leaf_count=59 54 57 70 59 108 61 73 338 82 1398
internal_value=0 0.00409636 0.00442573 0.011397 0.00400009 0.00372569 0.00401014 0.00361689 -0.000224108 0.00468928
internal_weight=0 2305 2246 129 2117 2060 1999 1926 420 1506
internal_count=2359 2305 2246 129 2117 2060 1999 1926 420 1506
is_linear=0
shrinkage=0.16829


Tree=4816
num_leaves=25
num_cat=0
split_feature=1 52 10 12 1 150 0 52 16 4 4 4 16 51 12 12 4 49 0 159 12 49 12 16
split_gain=16.5338 3.96484 2.23919 1.91939 1.35086 1.5723 0.81428 0.689265 0.525058 0.751684 0.449681 0.405154 0.370367 0.347702 0.309028 0.424669 0.288057 0.280766 0.288808 0.207909 0.167223 0.0923216 0.0534993 0.0333337
threshold=0.10538500000000002 -0.26738999999999996 -1.0000000180025095e-35 0.088105000000000003 0.089625000000000024 1.0000000180025095e-35 -0.14822499999999997 0.11142500000000001 0.27776000000000006 -0.079164999999999985 0.029980000000000003 -0.0073899999999999999 -0.10803999999999998 0.0045000000000000014 -1.0000000180025095e-35 -0.094939999999999983 -0.018104999999999996 -0.009244999999999998 -0.086544999999999997 -0.023859999999999996 0.10648500000000001 0.0093850000000000027 0.093765000000000015 -0.15796999999999997
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=4 -2 -3 14 6 8 -1 10 9 -6 11 17 -12 19 15 -4 22 -8 -19 -9 -5 -13 -11 -16
right_child=1 2 3 20 5 -7 7 13 -10 16 12 21 -14 -15 23 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0016935232311294536 0.0015040057050015037 9.2240274146203986e-05 0.00065765960234409994 0.0011872364511337598 0.00084715151519746854 0.00073261467706133736 0.0015628658983311318 0.0014114731413992321 0.0015691516160582213 0.0014965680933425941 0.0013874174787197957 0.0014861703682893697 0.0010787328949674825 0.00096529542076367089 0.00058909798427955881 0.00028032994597890947 0.0011564757076957483 0.0012448950247078573 0.0014034960377728113 0.0011662036245513483 0.00091981853223610359 0.001648210259737737 0.0013345740659177223 0.0007029979000806937
leaf_weight=86 55 88 52 53 52 76 93 67 52 52 88 84 85 57 62 88 89 167 564 94 53 86 52 64
leaf_count=86 55 88 52 53 52 76 93 67 52 52 88 84 85 57 62 88 89 167 564 94 53 86 52 64
internal_value=0 0.000666294 0.000566056 0.000678047 0.00133518 0.00115723 0.00138028 0.00136081 0.00126577 0.00120124 0.0013928 0.00142006 0.00123596 0.00118938 0.000528154 0.000420733 0.00129646 0.00138943 0.00136731 0.00126849 0.00105386 0.00156835 0.00141591 0.000647232
internal_weight=0 515 460 372 1844 373 1471 1385 297 245 1167 994 173 218 266 140 193 824 731 161 106 170 104 126
internal_count=2359 515 460 372 1844 373 1471 1385 297 245 1167 994 173 218 266 140 193 824 731 161 106 170 104 126
is_linear=0
shrinkage=0.0032998


Tree=4817
num_leaves=13
num_cat=0
split_feature=44 9 149 1375 401 52 123 12 124 42 3 401
split_gain=0.537837 0.400439 0.467543 0.291998 0.332749 0.413903 0.304475 0.329045 0.269341 0.20537 0.201398 0.154765
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.079625000000000015 -0.096099999999999977 0.080190000000000011 0.090755000000000016 0.083945000000000006 -0.06202499999999999 -0.078224999999999989 0.087420000000000012 -0.14818499999999998 0.093690000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 9 7 -5 -8 11 -9 -6
right_child=-2 2 -4 4 5 -7 8 10 -10 -11 -12 -13
leaf_value=-0.0090118342802932381 0.02132016952307058 -0.0081339787466776382 0.020469957538823663 0.016362551839100948 0.0050201751190396323 -0.014713995729079034 -0.01072671213939862 0.01104992679200279 0.005280108396811721 0.011256217073266486 0.0047876129781574605 -0.0073908239711450224
leaf_weight=62 54 52 52 81 54 52 61 161 58 52 1560 60
leaf_count=62 54 52 52 81 54 52 61 161 58 52 1560 60
internal_value=0 0.0043199 0.00468921 0.00431386 0.00461731 -0.00160719 0.00532462 0.00586941 -0.00290997 0.00248773 0.0053745 -0.00149617
internal_weight=0 2305 2243 2191 2139 218 1921 1802 119 166 1721 114
internal_count=2359 2305 2243 2191 2139 218 1921 1802 119 166 1721 114
is_linear=0
shrinkage=0.16829


Tree=4818
num_leaves=20
num_cat=0
split_feature=1 1 457 14 47 0 0 16 1 1446 0 1375 1204 1209 1 1 1 160 16
split_gain=20.8861 3.16629 2.67713 1.86664 1.75816 1.07314 0.6239 1.35549 0.494693 0.386667 0.379313 0.313678 0.262512 0.280097 0.324629 0.217539 0.087207 0.0708807 0.0626467
threshold=0.11869500000000001 0.089625000000000024 0.079590000000000008 0.062655000000000016 0.085505000000000012 -0.11327499999999999 -0.071844999999999978 0.15737500000000001 0.13662500000000002 0.087090000000000015 -0.15653499999999998 0.08302000000000001 -0.082199999999999981 0.085415000000000005 0.077565000000000009 0.10171500000000001 0.14668500000000004 -0.071719999999999992 -0.064539999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 9 8 10 15 -8 -2 11 -3 12 -1 14 -14 17 -10 -7 -19
right_child=4 2 -4 -5 -6 6 7 -9 16 -11 -12 -13 13 -15 -16 -17 -18 18 -20
leaf_value=0.0019143948349396205 0.00070452949039476924 0.0014549884182702792 0.00093353915312340506 0.0023097799967132519 0.0011007608643637311 0.0015768942479738098 0.0011689587505310682 0.0017459706802131489 0.00046249322910390069 0.0015022523711422499 0.001070156357877123 0.001942033582861321 0.0016987455478837232 0.0015282094957140232 0.0018646739196415386 0.0019261643205361195 0.00027059296208645792 0.0016600127610427692 0.0018257513258518041
leaf_weight=74 88 58 90 61 81 53 82 98 54 87 56 76 927 91 155 57 52 67 52
leaf_count=74 88 58 90 61 81 53 82 98 54 87 56 76 927 91 155 57 52 67 52
internal_value=0 0.0016598 0.0014602 0.00174296 0.000692041 0.00155077 0.00162998 0.00148331 0.000521209 0.00171841 0.00126626 0.0017326 0.00171981 0.0017075 0.00172255 0.00174512 0.000368686 0.00168492 0.00173273
internal_weight=0 2084 613 1471 275 523 409 180 194 1410 114 1323 1247 1173 1082 229 106 172 119
internal_count=2359 2084 613 1471 275 523 409 180 194 1410 114 1323 1247 1173 1082 229 106 172 119
is_linear=0
shrinkage=0.0032998


Tree=4819
num_leaves=25
num_cat=0
split_feature=4 14 4 1 12 1 3 0 43 3 1 3 16 1446 12 16 3 0 131 403 1210 16 0 43
split_gain=0.275022 0.332814 0.594592 0.248908 0.301571 0.513223 0.373103 0.431263 0.305646 0.285478 0.285012 0.254985 0.39077 0.231035 0.195467 0.261344 0.253042 0.26455 0.145423 0.157146 0.212815 0.134238 0.102482 0.0446522
threshold=0.62207000000000001 -0.10708499999999999 0.50569000000000008 0.089625000000000024 0.089545000000000013 0.10600000000000002 -0.11255999999999998 -0.085669999999999982 -0.080659999999999996 0.083605000000000013 0.094165000000000013 0.12991000000000003 -0.42004999999999992 0.087090000000000015 0.084055000000000005 0.064610000000000015 -0.086424999999999988 -0.091674999999999993 0.10954500000000002 -0.12602499999999997 -0.0097899999999999984 0.052555000000000011 -0.081284999999999982 -0.082039999999999988
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 2 -1 13 5 8 -6 -8 -5 -10 -9 12 -7 14 15 16 23 -18 19 22 -21 -12 -16 -3
right_child=-2 3 -4 4 6 11 7 10 9 -11 21 -13 -14 -15 18 -17 17 -19 -20 20 -22 -23 -24 -25
leaf_value=0.027526089442380285 -0.0068435730845722974 0.0053343828039370596 0.0028050407873674195 0.0022738179342715235 0.016106829998614621 0.011202285643400074 -0.010202357241750728 -0.0021145882593595192 -0.021475765066428322 -0.0041941712975478579 0.016757355309892728 0.011975612166968434 -0.0060989883998567359 -0.0022205024258042006 -0.0062029841657247351 0.020533284196971594 0.0068113710577174186 0.022316621058209467 0.012571850600504305 -0.002166056215261742 0.006721597934957059 0.0059232093445403351 0.0041610166247673551 -0.0016214586016652813
leaf_weight=52 53 52 59 55 81 59 55 69 56 53 64 81 99 86 53 60 79 52 81 84 802 67 55 52
leaf_count=52 53 52 59 55 81 59 55 69 56 53 64 81 99 86 53 60 79 52 81 84 802 67 55 52
internal_value=0 0.00540326 0.0144023 0.00494737 0.00242791 -0.000672253 0.00615162 0.00298233 -0.00792606 -0.0130893 0.0066171 0.00429774 0.000350243 0.0062249 0.00675636 0.0106008 0.00805715 0.0129798 0.00569971 0.0051379 0.00587695 0.0112299 -0.000908386 0.00183919
internal_weight=0 2306 111 2195 739 403 336 255 164 109 200 239 158 1456 1370 295 235 131 1075 994 886 131 108 104
internal_count=2359 2306 111 2195 739 403 336 255 164 109 200 239 158 1456 1370 295 235 131 1075 994 886 131 108 104
is_linear=0
shrinkage=0.16829


Tree=4820
num_leaves=25
num_cat=0
split_feature=2 3 43 3 3 16 2 40 49 3 2 3 49 2 11 43 3 3 1447 401 16 2 13 3
split_gain=25.0427 9.2693 3.95946 4.32822 2.61446 1.9392 1.64319 1.56645 0.890376 0.87849 0.747784 0.53249 0.526774 0.509258 0.494412 0.379093 0.342988 0.296987 0.257442 0.330681 0.238529 0.237648 0.197644 0.211523
threshold=0.12399000000000002 -0.041784999999999996 -0.049914999999999994 0.11745500000000002 0.25468500000000005 -0.25959999999999994 0.085730000000000015 -1.0000000180025095e-35 0.059705000000000001 -0.14070999999999997 0.097145000000000023 -0.081224999999999978 -0.014169999999999999 -0.020134999999999997 1.0000000180025095e-35 -0.076484999999999984 -0.082879999999999995 -0.071814999999999976 -0.084894999999999984 0.078085000000000016 0.0048200000000000005 0.084895000000000012 -0.047309999999999998 -0.080339999999999981
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 13 6 7 9 -4 -2 -9 -1 11 16 -8 -3 15 -12 18 -17 -7 -20 22 -18 23 -13
right_child=4 2 3 -5 -6 10 12 8 -10 -11 14 20 -14 -15 -16 17 21 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00088331716961043941 0.00010654455484361656 0.00035371346166489026 0.0019859624143356127 0.00061233194875082966 -0.00029678210912026306 0.0014538754470514443 0.0010898858726080837 0.00049303992195064963 0.0010729075718606685 0.0014448375213922562 0.001558452755688204 0.00137289921942892 0.0014848270171498668 0.000759782042828341 0.0017064580057108319 0.0011090374421950842 0.0019684676064694617 0.0014425916955566132 0.0016652653458264026 0.0019130218248203873 0.0014018838654303511 0.0017215897720098306 0.0017750032151714688 0.001612595568546017
leaf_weight=55 62 53 59 79 54 56 59 64 53 69 83 54 102 94 72 64 84 56 557 68 86 95 61 189
leaf_count=55 62 53 59 79 54 56 59 64 53 69 83 54 102 94 72 64 84 56 557 68 86 95 61 189
internal_value=0 0.00147978 0.0010575 0.00127561 0.000339199 0.00159397 0.00151363 0.000531256 0.000756016 0.00119606 0.0016263 0.0016608 0.00134032 0.000613616 0.0014694 0.00138515 0.00170709 0.00126499 0.00167273 0.00169228 0.00155862 0.00183764 0.00160284 0.00155947
internal_weight=0 2095 446 299 233 1649 220 179 117 124 1525 1250 161 147 275 203 860 120 681 625 390 179 304 243
internal_count=2328 2095 446 299 233 1649 220 179 117 124 1525 1250 161 147 275 203 860 120 681 625 390 179 304 243
is_linear=0
shrinkage=0.0032998


Tree=4821
num_leaves=22
num_cat=0
split_feature=3 3 43 16 3 43 16 475 3 3 474 16 43 49 3 49 16 49 3 3 3
split_gain=6.36348 2.99631 3.02295 1.14544 0.865163 0.596406 0.583194 0.512432 0.446113 0.394539 0.290177 0.284752 0.388923 0.386622 0.298292 0.272651 0.26847 0.238541 0.159988 0.0976195 0.0152829
threshold=-0.06340999999999998 0.25468500000000005 -0.049364999999999992 -0.26987499999999992 0.10812000000000001 0.0054600000000000004 0.0031900000000000006 -0.079274999999999984 0.081640000000000004 -0.107915 0.083685000000000023 0.25032500000000008 -0.45516499999999999 -0.053439999999999994 -0.081129999999999994 -1.0000000180025095e-35 -0.091624999999999984 0.082865000000000008 -0.083654999999999993 -0.080424999999999983 0.094285000000000008
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 6 9 5 8 15 10 -4 -1 -5 12 -9 -14 16 -2 -15 -13 -12 -16 -10
right_child=1 -3 4 7 -6 -7 -8 11 20 -11 18 17 13 14 19 -17 -18 -19 -20 -21 -22
leaf_value=0.00077687853593859412 0.00069856691930044715 0.00029378567566720504 0.0015586364893693044 0.0012202990481877452 0.00084877324310865673 0.00097242092179567667 0.00089445259376135888 0.0015207346917811828 0.0012581681980175345 0.0011389821626732397 0.0013983784000733152 0.0011965242763162126 0.00096099665499597498 0.0014422393811377686 0.0010301939664268322 0.000417222858997247 0.0012566059826542035 0.00093492633041408074 0.0016298978990638168 0.0011900308787028524 0.00116480945569811
leaf_weight=78 62 94 62 73 90 72 67 53 54 58 102 98 57 104 52 98 550 65 52 325 62
leaf_count=78 62 94 62 73 90 72 67 53 54 58 102 98 57 104 52 98 550 65 52 325 62
internal_value=0 0.000839975 0.000930463 0.0012228 0.00112747 0.00122766 0.000635232 0.00124865 0.0013307 0.000931564 0.00139446 0.00122324 0.0012419 0.00122828 0.00124303 0.000526464 0.00128618 0.00109242 0.00147678 0.00116808 0.00120857
internal_weight=0 661 567 1667 340 250 227 1531 178 136 227 1304 1141 1088 1031 160 654 163 154 377 116
internal_count=2328 661 567 1667 340 250 227 1531 178 136 227 1304 1141 1088 1031 160 654 163 154 377 116
is_linear=0
shrinkage=0.0032998


Tree=4822
num_leaves=11
num_cat=0
split_feature=4 12 14 403 403 159 160 160 49 43
split_gain=0.260454 0.217572 0.191905 0.181001 0.299457 0.162017 0.225732 0.522759 0.231985 0.148804
threshold=-0.51381999999999983 0.13820000000000002 0.019675000000000002 0.085745000000000016 0.10087500000000001 0.12351000000000002 0.11224000000000002 0.09636500000000002 -0.10557499999999999 -0.0088849999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 -2 -6
right_child=1 -3 -4 4 9 -7 -8 -9 -10 -11
leaf_value=0.018488225936176186 -0.0045387004467013397 -0.003784987586875007 0.014816530518161298 0.022093011807041523 0.00063954873338938588 0.015040898168513606 -0.0029358815574587896 0.020779913019901886 0.0060958300589587259 0.011633235872370537
leaf_weight=55 60 54 86 55 56 57 78 68 1665 94
leaf_count=55 60 54 86 55 56 57 78 68 1665 94
internal_value=0 0.00674803 0.00700517 0.00668938 0.0114539 0.00618185 0.005911 0.00629686 0.00572489 0.0075409
internal_weight=0 2273 2219 2133 205 1928 1871 1793 1725 150
internal_count=2328 2273 2219 2133 205 1928 1871 1793 1725 150
is_linear=0
shrinkage=0.16829


Tree=4823
num_leaves=17
num_cat=0
split_feature=4 2 123 3 15 4 3 4 15 2 2 3 4 12 48 3
split_gain=17.9992 5.50642 3.28201 2.93074 0.867688 0.817888 0.811636 0.760364 0.642889 0.723883 0.557164 0.457731 0.334994 0.312746 0.295635 0.225808
threshold=0.30163500000000004 0.10836000000000003 1.0000000180025095e-35 -0.049204999999999992 -0.4680149999999999 -0.49432999999999994 0.092330000000000009 0.50373500000000015 -0.14820999999999998 0.093365000000000017 0.12131500000000002 0.13772500000000001 -0.013125 0.099340000000000012 0.083830000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -2 -1 8 15 -7 14 13 -5 -11 -3 -10 -6
right_child=4 3 -4 11 7 6 -8 -9 9 12 -12 -13 -14 -15 -16 -17
leaf_value=0.0020722571267562584 0.00099616515613904291 0.001511659876390385 0.0011265609573499378 0.0010527860166653746 0.00060692229038128063 0.0021285838049893671 0.0013805498221405772 0.00029113153119905623 0.001803983387330358 0.0017186316935923493 0.0012793859690115549 0.00065810092235156254 0.0014722480111871059 0.0018580489048147005 0.001607576087381465 0.00091630245868234181
leaf_weight=94 90 63 91 81 53 53 62 59 1119 120 60 54 128 55 94 52
leaf_count=94 90 63 91 81 53 53 62 59 1119 120 60 54 128 55 94 52
internal_value=0 0.00166615 0.00173789 0.00126244 0.000735244 0.00177118 0.0017532 0.00059184 0.00176843 0.00175534 0.00154079 0.000895173 0.00159161 0.00167341 0.00178879 0.000760475
internal_weight=0 2074 1761 313 254 1670 1576 164 1514 1461 178 135 248 118 1213 105
internal_count=2328 2074 1761 313 254 1670 1576 164 1514 1461 178 135 248 118 1213 105
is_linear=0
shrinkage=0.0032998


Tree=4824
num_leaves=27
num_cat=0
split_feature=2 15 15 15 484 52 42 16 16 1209 15 16 52 42 51 52 51 2 16 15 15 42 2 16 52 159
split_gain=0.362839 0.401999 0.351008 0.338526 0.295333 0.30775 0.27904 0.26414 0.222174 0.178093 0.25606 0.170081 0.473424 0.451581 0.220395 0.383353 0.204699 0.203995 0.240439 0.158855 0.189096 0.229176 0.183926 0.172078 0.100481 0.0503225
threshold=0.10836000000000003 -0.029334999999999996 -0.071244999999999989 -0.42075999999999997 0.084605000000000027 -0.025904999999999994 0.080060000000000006 -0.092714999999999978 -0.011859999999999997 0.083050000000000013 0.085915000000000019 -0.039889999999999988 -0.00094999999999999989 0.084945000000000007 0.07955000000000001 0.0085900000000000021 -0.17808999999999997 0.094195000000000015 -0.0096099999999999988 -0.085749999999999979 0.085145000000000012 0.084835000000000008 0.089690000000000006 -0.26987499999999992 0.08321000000000002 -0.030749999999999996
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=4 2 3 -2 9 -6 -3 -5 -7 11 -11 14 16 -14 19 -16 -13 18 -18 22 24 -22 23 -1 -21 -15
right_child=1 6 -4 7 5 8 -8 -9 -10 10 -12 12 13 25 15 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27
leaf_value=0.0077167982987358429 0.011924077369863131 -0.010313682491686996 0.01671743813486035 -0.0088971283736052897 0.0219980771869593 0.015468681195130304 0.004176884670859392 0.0046986626998525788 0.0018167207263948524 0.0062667452239729441 0.022171678483187376 0.014017255195927487 0.028494908001595903 0.0064485393608541839 0.0058015018927472742 -0.011398878043378283 -0.0024184958766717926 -0.0028257054689962294 0.0091475509869966779 -0.0037680486860719657 0.011829821603565318 0.002910379034429241 0.0046520061623405605 0.020707624710994191 0.0039487565236078085 0.013806142705047087
leaf_weight=53 85 89 71 71 83 71 65 94 65 62 54 78 59 54 103 57 65 83 231 78 169 159 87 65 123 54
leaf_count=53 85 89 71 71 83 71 65 94 65 62 54 78 59 54 103 57 65 83 231 78 169 159 87 65 123 54
internal_value=0 0.00287545 0.00626872 0.0032941 0.00809527 0.0139077 -0.00418587 -0.00114076 0.00895706 0.00731514 0.0136863 0.0068271 0.00896353 0.016638 0.00533389 -0.000314905 0.00615514 0.00453234 0.00660164 0.00656768 0.00501999 0.00751154 0.0105527 0.014888 0.000945237 0.010144
internal_weight=0 475 321 250 1853 219 154 165 136 1634 116 1518 624 167 894 160 457 379 296 734 529 328 205 118 201 108
internal_count=2328 475 321 250 1853 219 154 165 136 1634 116 1518 624 167 894 160 457 379 296 734 529 328 205 118 201 108
is_linear=0
shrinkage=0.16829


Tree=4825
num_leaves=18
num_cat=0
split_feature=0 15 0 1 0 52 10 1 0 42 15 0 52 0 49 52 15
split_gain=0.537864 0.872548 0.313425 0.292953 0.24604 0.233333 0.218194 0.252705 0.397004 0.362374 0.451213 0.285922 0.221379 0.390018 0.246527 0.162688 0.139222
threshold=0.0037850000000000002 -0.037184999999999996 -0.037224999999999994 0.081540000000000015 -0.061994999999999995 -0.093914999999999985 -0.012054999999999998 0.085425000000000015 -0.14582499999999995 -0.017139999999999999 0.11231500000000001 -0.071719999999999992 0.11483500000000001 -0.084524999999999975 0.091085000000000013 -0.54604999999999992 0.086195000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 6 -6 -1 8 -8 16 11 -11 14 -14 -10 -5 -9
right_child=1 3 -4 15 5 -7 7 9 12 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.016602767674560419 -0.018993740509275679 -0.0041271762038281867 0.016886077454771865 0.0029397987553119041 0.0060768055254827201 -0.00803534816498498 0.019480236685945524 0.01802569188790094 0.0088725942187681886 -0.001455788017045992 0.016016014410589849 0.010809175264272313 -0.0091277157372958127 0.0079843261413749499 0.0017367404631905856 0.016176589143467722 0.0065196184840466704
leaf_weight=55 65 78 73 54 63 70 72 54 742 458 55 61 66 88 169 52 68
leaf_count=55 65 78 73 54 63 70 72 54 742 458 55 61 66 88 169 52 68
internal_value=0 -0.00222805 0.00604046 0.00368485 0.00564782 -0.00133714 0.00614083 0.00582593 0.00737321 0.0032957 0.00152176 -1.07795e-05 0.00655302 0.000638928 0.00755079 0.00945027 0.0116272
internal_weight=0 249 2094 184 2021 133 1888 1833 1137 696 574 519 1065 154 911 106 122
internal_count=2343 249 2094 184 2021 133 1888 1833 1137 696 574 519 1065 154 911 106 122
is_linear=0
shrinkage=0.16829


Tree=4826
num_leaves=26
num_cat=0
split_feature=2 12 159 12 11 50 150 13 12 52 52 12 402 402 47 1210 52 150 12 1 2 1 13 43 13
split_gain=0.449799 0.348967 0.474215 0.255727 0.329958 0.274753 0.24752 0.321156 0.373144 0.241425 0.221985 0.216726 0.248351 0.237893 0.181703 0.177213 0.203829 0.15804 0.144456 0.159364 0.144017 0.112041 0.0730451 0.0651553 0.0534809
threshold=0.10124000000000001 -0.094939999999999983 -1.0000000180025095e-35 0.087745000000000004 0.074925000000000005 0.10672000000000002 1.0000000180025095e-35 -0.066934999999999981 1.0000000180025095e-35 0.40438500000000005 -0.092264999999999986 0.087215000000000015 0.099740000000000009 0.0064150000000000014 0.077555000000000013 -0.080859999999999974 0.11297500000000001 0.10846000000000001 0.091085000000000013 0.09202500000000001 0.11543000000000002 0.092235000000000025 -0.086254999999999984 0.0035900000000000007 -0.081934999999999994
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 -3 5 9 10 7 22 -9 15 24 12 13 14 -12 -5 18 -8 23 -20 -10 -11 -4 -17 -1
right_child=1 2 6 4 -6 -7 17 8 20 21 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.010821290053529905 -0.011585690949724167 -0.010431621306514219 0.0021671789068135961 -0.0060973236781257396 -0.0093326135995735297 -0.0029886193265812417 -0.01021894014382867 0.017229491406735322 -0.00031897829124528427 0.0064506438357145026 0.0052873045807166029 0.017819767742454314 -0.0045101500909288158 0.018158520900573828 0.015724710442563291 0.003268792893808142 -0.0057517036535177733 0.002820603628800294 0.0099565722818174482 0.0025673459374389307 0.00930673854978494 0.017467195421070222 -0.0057938214090173645 -0.0035469154229511358 0.017850775209689029
leaf_weight=54 61 78 76 52 52 62 52 97 93 53 453 52 53 54 53 166 54 53 219 134 83 53 57 52 77
leaf_count=54 61 78 76 52 52 62 52 97 93 53 453 52 53 54 53 166 54 53 219 134 83 53 57 52 77
internal_value=0 0.000527128 0.00178465 0.00573825 0.00363759 0.00778049 0.00365288 0.00553821 0.00884269 0.00450126 0.00862155 0.00736888 0.00647941 0.0075227 0.0063841 0.00332828 0.00411536 -0.00361997 0.00505165 0.00715669 0.00421021 0.0119759 -0.00123117 0.00163479 0.0149668
internal_weight=0 650 589 1693 835 858 511 406 273 783 796 665 613 560 506 677 625 105 571 353 176 106 133 218 131
internal_count=2343 650 589 1693 835 858 511 406 273 783 796 665 613 560 506 677 625 105 571 353 176 106 133 218 131
is_linear=0
shrinkage=0.16829


Tree=4827
num_leaves=21
num_cat=0
split_feature=4 2 150 2 2 2 3 12 16 160 15 16 52 15 15 12 3 52 52 49
split_gain=12.224 4.86405 4.27851 1.48972 1.20806 0.844301 0.691523 0.710359 0.491429 0.36913 0.359894 0.431497 0.83896 0.353001 0.317514 0.295441 0.278258 0.321252 0.210047 0.186906
threshold=0.30163500000000004 0.10124000000000001 0.081245000000000026 -0.007134999999999999 0.14234000000000005 0.13631000000000001 0.092330000000000009 0.087765000000000024 -0.004174999999999999 -0.52481499999999992 0.0056700000000000006 0.16984500000000002 0.0043000000000000009 -0.0085199999999999981 -0.46503999999999995 0.097145000000000023 -0.041784999999999996 0.10963000000000002 0.51041000000000014 0.0065400000000000015
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 4 -1 10 14 7 8 16 -9 11 12 -3 -10 -2 -13 17 -5 19 -11
right_child=5 2 -4 6 -6 -7 -8 9 13 18 -12 15 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00087932943345022264 0.00078473173149456261 0.000677692544625312 0.00025921385167427445 0.0014702332447120005 0.0006249161345174859 0.00018641238757383249 0.0010459003473495016 0.0010332196826693515 0.0014817821544111972 0.0012851557686802382 0.0013684482678786335 0.0013419565523872397 0.0012338900818333548 0.001828685554730497 0.00048584445603456117 0.0010416301964187504 0.0012229328968258353 0.0011978362786804302 0.001528271125580455 0.0014430041148068933
leaf_weight=75 64 59 80 411 52 79 75 52 76 584 76 94 60 58 101 60 79 55 53 100
leaf_count=75 64 59 80 411 52 79 75 52 76 584 76 94 60 58 101 60 79 55 53 100
internal_value=0 0.00124816 0.00095656 0.00133482 0.00109559 0.000467583 0.00135694 0.0013728 0.00145152 0.00130502 0.00116562 0.00110903 0.000958424 0.0016322 0.00060199 0.00122518 0.00140703 0.00143816 0.00132415 0.00130828
internal_weight=0 2099 481 1618 401 244 1543 1468 679 789 349 273 119 134 165 154 545 466 737 684
internal_count=2343 2099 481 1618 401 244 1543 1468 679 789 349 273 119 134 165 154 545 466 737 684
is_linear=0
shrinkage=0.0032998


Tree=4828
num_leaves=27
num_cat=0
split_feature=1 15 1 1 0 16 0 0 0 0 13 15 47 47 43 16 16 15 456 1447 1213 47 16 13 133 0
split_gain=17.9715 2.40085 1.66874 1.58386 1.52465 1.23315 0.849789 1.38842 0.723969 0.70839 0.643559 0.588512 0.576629 0.464822 0.540719 0.32314 0.751569 0.266564 0.388227 0.264938 0.180816 0.172351 0.109593 0.101989 0.125852 0.0648105
threshold=0.11212500000000002 0.076335000000000014 0.090485000000000024 0.12500000000000003 0.040035000000000008 0.19578000000000004 -0.071519999999999986 -0.11327499999999999 -0.14151499999999997 -0.023359999999999995 -0.06286499999999999 0.12549000000000002 0.085770000000000027 0.077555000000000013 -0.076484999999999984 -0.034884999999999992 1.0000000180025095e-35 -0.084059999999999982 0.087225000000000011 -0.082824999999999982 -0.09280999999999999 0.09550500000000002 -0.069144999999999984 0.0066850000000000008 -0.018739999999999996 -0.17785499999999996
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 2 4 12 13 6 7 25 -3 10 -5 19 -2 14 17 -16 -17 22 -19 -10 -21 -15 -1 24 -22 -4
right_child=3 8 5 9 -6 -7 -8 -9 11 -11 -12 -13 -14 21 15 16 -18 18 -20 20 23 -23 -24 -25 -26 -27
leaf_value=0.0016324898630844973 0.00084072675734884832 0.0020236646766193717 0.0010487786337867822 0.00048345880290002536 0.001097439748013442 0.0016147601323740011 0.0007538020339242777 0.0015101849572154592 0.0018784344492904727 0.00022314313933832381 0.00090571562914935693 0.0013126110360268709 0.0012551399146359904 0.0018972466605428437 0.001257364899641449 0.0017600243805121533 0.0012747707136850192 0.0014825024831279659 0.0017950023985375454 0.0017851047554910437 0.0017170167952962555 0.0016354700789055661 0.0018507386522245265 0.0015171663522665468 0.0016015704405747966 0.00087863387768364091
leaf_weight=52 99 60 55 91 84 75 52 99 63 52 70 55 59 56 96 68 73 201 57 97 182 61 59 87 288 52
leaf_count=52 99 60 55 91 84 75 52 99 63 52 70 55 59 56 96 68 73 201 57 97 182 61 59 87 288 52
internal_value=0 0.00153692 0.00143833 0.000745079 0.00151963 0.00124122 0.00113249 0.00122792 0.00167195 0.000559008 0.000667268 0.00164457 0.000995699 0.00156863 0.00153142 0.00140725 0.00150904 0.00161108 0.00155168 0.00166999 0.00164985 0.00176107 0.00174881 0.00162624 0.00164635 0.000966421
internal_weight=0 1972 1140 371 807 333 258 206 832 213 161 772 158 723 606 237 141 369 258 717 654 117 111 557 470 107
internal_count=2343 1972 1140 371 807 333 258 206 832 213 161 772 158 723 606 237 141 369 258 717 654 117 111 557 470 107
is_linear=0
shrinkage=0.0032998


Tree=4829
num_leaves=10
num_cat=0
split_feature=41 401 124 49 10 1456 1456 13 403
split_gain=0.289705 0.2644 0.204644 0.225477 0.199939 0.190745 0.256359 0.179644 0.161049
threshold=0.08110500000000001 0.10872500000000002 -0.087809999999999985 0.14255500000000002 0.039530000000000003 -0.081149999999999986 -0.015029999999999996 -0.084484999999999991 0.10469000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 -8
right_child=-2 -3 3 -5 -6 6 8 -9 -10
leaf_value=0.015734044979671631 -0.0033868352165471222 0.015112401665218511 0.0040957155010338097 -0.0042734349581241646 -0.0046482169318488144 -0.0056433985529687081 0.0055014756429243401 0.01667849019640464 0.01425104028036691
leaf_weight=55 98 86 52 67 52 57 1728 86 62
leaf_count=55 98 86 52 67 52 57 1728 86 62
internal_value=0 0.00594939 0.00558356 0.00531737 0.00563371 0.00590396 0.00545124 0.0119502 0.00580554
internal_weight=0 2245 2159 2104 2037 1985 1847 138 1790
internal_count=2343 2245 2159 2104 2037 1985 1847 138 1790
is_linear=0
shrinkage=0.16829


Tree=4830
num_leaves=25
num_cat=0
split_feature=4 12 13 12 3 3 159 3 3 39 15 0 4 3 15 15 15 1210 456 0 13 480 0 13
split_gain=16.4165 5.01685 2.63428 1.56443 0.993841 1.21966 0.79486 1.09263 0.735546 0.752906 0.716363 0.66063 0.365039 0.324753 0.281207 0.273423 0.265749 0.185901 0.179016 0.176167 0.14003 0.115938 0.0647509 0.0574966
threshold=0.30163500000000004 0.077755000000000005 -0.0042049999999999995 0.093270000000000006 0.10323000000000002 -0.016479999999999998 -0.0062899999999999996 -0.086049999999999988 0.149315 0.088025000000000006 -0.089964999999999976 -0.04478999999999999 0.036620000000000007 -0.10122999999999999 0.091990000000000016 -0.086189999999999989 -0.0053099999999999996 -0.065674999999999983 0.087225000000000011 -0.07304999999999999 0.0083850000000000018 0.086995000000000017 -0.077639999999999987 -0.070529999999999995
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 2 10 6 5 -4 7 -3 9 19 -1 12 15 -8 17 -5 -7 -15 -19 -2 22 -9 -17 -14
right_child=8 3 4 11 -6 16 13 21 -10 -11 -12 -13 23 14 -16 20 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.00072328414004296283 0.00057365190323156138 0.001867500070568121 0.00072483088756212523 0.0013824590470807242 0.00066134334024417095 0.001184490064843345 0.0010393772508472834 0.0013851237031013474 -0.0001202048628234583 4.2409360226347578e-05 0.00030899987527802222 0.00079362560465836163 0.00085941151846538925 0.0014163903073251202 0.0010316642369244918 0.00127290731800028 0.0014905713136341744 0.0012295371630589218 0.0014137080255346649 0.00032017111971336336 0.0010143497813758159 0.0011867440563904906 0.0011337933956222289 0.0010122597282658608
leaf_weight=84 73 53 54 52 63 74 91 95 54 71 100 88 52 85 61 54 56 580 67 52 98 54 165 69
leaf_count=84 73 53 54 52 63 74 91 95 54 71 100 88 52 85 61 54 56 580 67 52 98 54 165 69
internal_value=0 0.00111512 0.000797591 0.00119734 0.00102039 0.00114313 0.00127132 0.001459 0.000220323 0.000314321 0.000498321 0.00105829 0.00110575 0.00122839 0.00125004 0.00115776 0.00131661 0.00126819 0.00124866 0.000468486 0.00112079 0.00131346 0.00116826 0.000946864
internal_weight=0 2095 431 1664 247 184 1086 202 250 196 184 578 490 884 793 369 130 732 647 125 317 149 219 121
internal_count=2345 2095 431 1664 247 184 1086 202 250 196 184 578 490 884 793 369 130 732 647 125 317 149 219 121
is_linear=0
shrinkage=0.0032998


Tree=4831
num_leaves=18
num_cat=0
split_feature=2 15 123 2 0 2 13 15 447 0 0 13 1456 133 15 0 133
split_gain=15.2246 6.69806 3.5116 2.07424 2.23459 1.56958 0.958474 0.561346 0.418465 0.490036 0.409826 0.373304 0.36186 0.361338 0.317749 0.210793 0.194825
threshold=0.13574000000000003 -0.25061999999999995 1.0000000180025095e-35 0.098365000000000022 -0.13010499999999997 0.17000000000000001 -0.006219999999999999 0.11054000000000001 0.081385000000000013 -0.079119999999999982 -0.078964999999999994 -0.086849999999999997 -0.089834999999999984 -0.026654999999999995 -0.13924999999999996 -0.031614999999999997 0.095000000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 -5 14 -1 8 9 12 -4 -6 -3 -11 -2 16 -13
right_child=5 2 10 4 11 -7 -8 -9 -10 13 -12 15 -14 -15 -16 -17 -18
leaf_value=0.0006181764899489034 0.00062517551013826415 0.0015712307406886383 0.0012929455518164517 0.001033217225332392 0.0013603466291444916 0.00014433972647229132 0.0012099760839682204 0.0014981744534646238 0.0014870127455066163 0.0014387366125598663 0.0008809937046299315 0.0017948874856911726 0.0018417409774515998 0.0017293476146604825 0.00096651286474732669 0.0015279429068120133 0.0015747682681646054
leaf_weight=69 52 59 54 88 52 53 53 84 53 58 53 145 966 278 72 88 68
leaf_count=69 52 59 54 88 52 53 53 84 53 58 53 145 966 278 72 88 68
internal_value=0 0.00162728 0.00167208 0.00170423 0.00150477 0.000620444 0.000875559 0.00176293 0.00177863 0.00178996 0.00108922 0.00162223 0.0018262 0.00167929 0.000823656 0.00166735 0.00172478
internal_weight=0 2168 2046 1939 441 177 122 1498 1414 1361 107 353 1025 336 124 301 213
internal_count=2345 2168 2046 1939 441 177 122 1498 1414 1361 107 353 1025 336 124 301 213
is_linear=0
shrinkage=0.0032998


Tree=4832
num_leaves=16
num_cat=0
split_feature=10 148 13 4 13 156 481 1429 4 1446 16 50 16 3 150
split_gain=0.584699 0.293371 0.314827 0.235826 0.234416 0.299893 0.294412 0.420737 0.293497 0.286629 0.374025 0.257421 0.119279 0.092773 0.0855246
threshold=-0.092019999999999977 -0.084924999999999987 -0.16392499999999996 0.0082450000000000006 -0.08176499999999999 0.10788500000000002 -0.052634999999999994 0.084690000000000015 0.50373500000000015 0.083715000000000026 -0.022939999999999999 0.10583000000000002 -0.070064999999999975 -0.082404999999999992 0.086845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 6 -6 8 -8 11 -11 12 13 -4 -14
right_child=1 2 4 -5 5 -7 7 -9 -10 10 -12 -13 14 -15 -16
leaf_value=-0.010526890701861275 -0.0051780986223359266 -0.0088825183107431298 0.0045691283997415641 0.0060142923497076371 -0.0035210305344953938 0.015677838378218442 0.0080305433955772908 -0.0063237999541400922 -0.0044222788695773146 0.0084228098294807877 0.028113860744677813 0.018318792987703322 0.0023460617292562062 0.011856672485381105 0.010043630837974304
leaf_weight=54 53 56 68 65 84 100 1164 66 56 54 56 73 148 191 57
leaf_count=54 53 56 68 65 84 100 1164 66 56 54 56 73 148 191 57
internal_value=0 0.00717692 0.00747031 -0.000865252 0.00794759 0.00676936 0.00611779 0.00674879 0.00745747 0.0106218 0.0184637 0.00901208 0.00754401 0.00995028 0.00449513
internal_weight=0 2291 2238 121 2117 1470 1370 1286 1220 647 110 537 464 259 205
internal_count=2345 2291 2238 121 2117 1470 1370 1286 1220 647 110 537 464 259 205
is_linear=0
shrinkage=0.16829


Tree=4833
num_leaves=19
num_cat=0
split_feature=1447 3 15 14 12 475 51 12 15 15 4 4 52 3 1 11 12 3
split_gain=0.328635 0.407211 0.349338 0.375674 0.30529 0.680102 0.327228 0.478214 0.523716 0.188674 0.177145 0.209204 0.157423 0.145335 0.180163 0.353805 0.1188 0.107076
threshold=-0.065079999999999985 -0.086049999999999988 0.091475000000000015 1.0000000180025095e-35 0.083570000000000019 -0.07409499999999998 0.10174000000000001 -0.12529499999999996 -0.013969999999999998 0.089835000000000012 -0.07878499999999998 -0.05584999999999999 0.0074400000000000013 -0.072024999999999992 0.10647000000000001 0.077290000000000011 0.11064500000000001 -0.076614999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 -7 -9 13 -4 17 -3 14 15 -6 -15 -12
right_child=2 12 10 -5 9 6 -8 8 -10 -11 11 -13 -14 16 -16 -17 -18 -19
leaf_value=0.024692824885522345 -0.015742748928179912 0.0016998030781246629 -0.0070371591010780802 0.019926220370495649 0.0074224568178598823 -0.0091030796880639392 -0.0073957554961783358 0.004377166929559361 0.018371878454680985 0.016866755901112539 0.0014305075496935907 -0.0040759509669446052 0.012982499503984073 -0.0045015048381944582 0.014131693134810547 -0.0068730218050443862 0.0058908588992730264 0.010060937275236215
leaf_weight=54 53 69 77 53 825 55 61 336 98 54 81 96 72 56 100 52 70 83
leaf_count=54 53 69 77 53 825 55 61 336 98 54 81 96 72 56 100 52 70 83
internal_value=0 0.0122514 0.00502839 0.00595326 0.00553146 0.00245672 0.00421375 0.00566565 0.0075414 0.00713239 4.74177e-05 0.00215245 0.00747392 0.00665419 0.00734831 0.00657279 0.00125777 0.0058093
internal_weight=0 195 2150 1813 1760 603 550 489 434 1157 337 260 141 1103 977 877 126 164
internal_count=2345 195 2150 1813 1760 603 550 489 434 1157 337 260 141 1103 977 877 126 164
is_linear=0
shrinkage=0.16829


Tree=4834
num_leaves=14
num_cat=0
split_feature=10 159 160 148 47 1 2 11 2 403 43 15 4
split_gain=0.376727 0.287398 0.41578 0.304927 0.277362 0.27748 0.191276 0.296997 0.252733 0.18276 0.119115 0.112135 0.103365
threshold=-0.092019999999999977 0.10607000000000001 -0.076214999999999991 -0.079549999999999996 0.11043500000000002 0.13539000000000004 0.11266500000000002 0.082485000000000017 0.13290500000000002 0.068400000000000002 -0.07581499999999998 -0.036064999999999993 0.06707500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 9 11 -5 -4 -8 -6
right_child=1 2 10 4 12 -7 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0091990159087498198 -0.0054565081411831239 -0.013870551596842796 -0.0016638439538915752 0.0065650904994232423 -0.0069969743368920399 0.017559138380403603 0.010589459735140406 -0.0047985980145723289 0.00045194996526433108 0.0010537219577273929 0.0094038170139707465 0.019781211205834832 0.003240165535891812
leaf_weight=54 69 54 52 1396 60 61 105 77 52 195 58 60 52
leaf_count=54 69 54 52 1396 60 61 105 77 52 195 58 60 52
internal_value=0 0.00501086 -0.00176895 0.00553446 0.00590383 0.00637277 0.00600982 0.00539619 0.0107183 0.00589072 0.0041555 0.0139428 -0.00222798
internal_weight=0 2291 164 2127 2058 1946 1885 1668 217 1591 110 165 112
internal_count=2345 2291 164 2127 2058 1946 1885 1668 217 1591 110 165 112
is_linear=0
shrinkage=0.16829


Tree=4835
num_leaves=19
num_cat=0
split_feature=2 15 13 1444 34 52 472 48 160 52 43 43 13 12 400 13 52 12
split_gain=0.661805 0.463599 0.367116 0.271598 0.237482 0.251904 0.264289 0.226686 0.219222 0.35692 0.218097 0.212964 0.277327 0.177386 0.164404 0.139828 0.1804 0.114567
threshold=0.11866500000000001 -0.42075999999999997 -0.10899499999999999 -0.078379999999999991 -0.06920999999999998 -0.092059999999999989 -0.072204999999999978 0.087310000000000013 0.092845000000000011 -0.078074999999999992 -0.105305 0.043850000000000007 -0.013359999999999999 0.097060000000000021 -0.085929999999999992 -0.083354999999999985 -0.53283999999999987 0.086565000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 -6 13 9 -7 -8 14 -13 -4 -11 -12 -17 -10
right_child=1 2 7 4 5 8 10 -9 17 11 15 12 -14 -15 -16 16 -18 -19
leaf_value=-0.0063189561543405695 0.0091087473075652497 -0.018904283035753568 -0.014249564082502799 0.015488350134469369 -0.0012501640635553723 -0.0054366423231466494 0.02091667080364799 0.0054528338946097108 0.01765495370431084 -0.0022075795420158392 0.015657754684987209 0.0036338759635774352 -0.0098943073940798085 -0.00050825159924139894 0.0063046774012703527 0.01395821108238997 0.0032712206322139496 0.0064621923677028997
leaf_weight=52 69 53 54 72 55 102 56 60 53 68 73 165 58 53 1080 69 129 52
leaf_count=52 69 53 54 72 55 102 56 60 53 68 73 165 58 53 1080 69 129 52
internal_value=0 -0.0029158 -0.00669531 0.00567396 0.00598175 0.00563161 0.00951384 -0.00280984 0.00469066 0.00415922 0.0113298 0.00487444 0.000107278 -0.00745991 0.0057989 0.00934212 0.00700455 0.012129
internal_weight=0 289 220 2084 2032 1960 382 167 1578 1473 327 1371 223 107 1148 271 198 105
internal_count=2373 289 220 2084 2032 1960 382 167 1578 1473 327 1371 223 107 1148 271 198 105
is_linear=0
shrinkage=0.16829


Tree=4836
num_leaves=18
num_cat=0
split_feature=2 402 43 0 49 160 13 0 0 0 43 16 2 13 400 1213 13
split_gain=0.458112 0.239688 0.478152 0.292505 0.23859 0.268014 0.218713 0.291438 0.214564 0.280562 0.217879 0.197857 0.192093 0.186404 0.169895 0.151118 0.0801213
threshold=0.11891500000000001 0.039875000000000008 -0.040789999999999993 -0.081804999999999975 -0.033169999999999991 -0.077849999999999989 -0.099039999999999975 -0.11912999999999999 -0.18560999999999997 -0.10653 0.043850000000000007 -0.074474999999999986 0.087855000000000003 -0.0074049999999999993 -0.084549999999999986 -0.086554999999999979 -0.085764999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 16 -2 -6 7 -1 -8 11 14 -10 -12 -7 -11 -16 -4
right_child=4 2 3 -5 5 13 8 -9 9 10 12 -13 -14 -15 15 -17 -18
leaf_value=0.0037962087670584906 -0.012214830595258148 -0.013938237436814115 -0.0047725682663522411 0.012983569375661214 -0.010656606717420048 -0.0017201685797434483 0.012784710176585133 0.018989833232156667 0.0022811163767098102 -0.0030455861321580201 0.0056466535325133986 -0.010631940331200426 -0.0053294104262064951 0.0093084305528686063 -0.0017977320945118313 0.0067783613954809042 0.0028936512191890481
leaf_weight=69 57 55 67 66 52 99 92 75 86 57 83 55 99 77 61 1132 91
leaf_count=69 57 55 67 66 52 99 92 75 86 57 83 55 99 77 61 1132 91
internal_value=0 0.00471282 0.000114968 0.00357355 -0.00247626 -3.37329e-05 0.00542095 0.011722 0.00487491 0.00441115 0.00511684 -0.00274315 -0.000313971 0.00309464 0.005909 0.00633835 -0.000345843
internal_weight=0 2088 279 224 285 228 1809 144 1665 1573 1432 141 182 176 1250 1193 158
internal_count=2373 2088 279 224 285 228 1809 144 1665 1573 1432 141 182 176 1250 1193 158
is_linear=0
shrinkage=0.16829


Tree=4837
num_leaves=17
num_cat=0
split_feature=2 151 42 13 480 14 12 2 39 132 12 1419 159 160 13 12
split_gain=0.33112 0.321723 0.253256 0.538116 0.250825 0.240979 0.183209 0.30886 0.17682 0.163323 0.229683 0.175727 0.159526 0.31618 0.294757 0.0759974
threshold=0.11517500000000001 -0.065174999999999983 -0.018574999999999998 -0.0016149999999999999 -0.063594999999999985 0.076175000000000007 -0.080579999999999985 0.12708000000000003 0.10262 0.082230000000000011 0.086985000000000021 0.086325000000000013 0.0055900000000000004 -0.082244999999999985 -0.10278499999999999 0.094435000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 6 -1 8 -4 -8 9 11 -11 12 14 -14 -6 -12
right_child=1 2 3 -5 5 -7 7 -9 -10 10 15 -13 13 -15 -16 -17
leaf_value=-0.0063310116871476488 -0.013154004572390098 -0.0099677247719424777 0.0058358771785655883 0.014801120871504762 0.014012035671282286 0.014699657444790295 0.0032230685816504708 -0.014474450342848274 0.013530533937944384 -0.010454395987131925 0.0075360858768380905 0.012894534768825086 0.018868164514932818 0.0044436057961216146 0.0026423042446414428 -0.0014543033012660541
leaf_weight=64 57 52 52 75 68 62 52 60 54 53 54 64 57 178 1319 52
leaf_count=64 57 52 52 75 68 62 52 60 54 53 54 64 57 178 1319 52
internal_value=0 -0.00159087 0.000667906 0.00298945 0.00402518 0.00436408 -0.00240127 -0.0062417 0.00402569 0.00374653 -0.00140099 0.00423304 0.00389017 0.00794997 0.00320102 0.00310876
internal_weight=0 348 291 239 2025 1961 164 112 1899 1845 159 1686 1622 235 1387 106
internal_count=2373 348 291 239 2025 1961 164 112 1899 1845 159 1686 1622 235 1387 106
is_linear=0
shrinkage=0.16829


Tree=4838
num_leaves=16
num_cat=0
split_feature=2 10 43 43 2 51 16 48 12 16 16 16 132 12 1
split_gain=0.22908 0.25687 0.308991 0.287826 0.340002 0.180515 0.176606 0.243032 0.250869 0.168657 0.372243 0.359356 0.151538 0.145692 0.084679
threshold=0.11517500000000001 -0.0097449999999999985 -0.45791499999999996 -0.097279999999999991 -1.0000000180025095e-35 0.12200500000000002 -0.098324999999999982 0.086870000000000017 0.10124000000000001 -0.018199999999999997 -0.086774999999999977 -0.011859999999999997 0.08518000000000002 0.088170000000000012 0.12719000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 -5 9 14 8 -8 10 -6 -11 13 -4 -2
right_child=6 2 3 4 5 -7 7 -9 -10 11 -12 -13 -14 -15 -16
leaf_value=0.014595860189038161 -0.0023617670483082683 -0.0079451674349288199 0.019779239440692101 -0.0076172226411876272 0.0046989829631744005 0.011727020265374798 -0.0083685597318735906 0.0095022601772468424 0.0063133361375528737 0.016798680811633968 -0.0020506100946615737 0.0036674788189298862 0.0021285526268843779 0.0082444622267845973 -0.010849339173601209
leaf_weight=56 78 70 52 85 484 69 82 74 55 66 443 568 53 79 59
leaf_count=56 78 70 52 85 484 69 82 74 55 66 443 568 53 79 59
internal_value=0 0.00334838 0.00302758 0.003433 0.0027529 0.00329478 -0.00132227 0.00172597 -0.00246125 0.0029209 0.00147151 0.00503728 0.00976217 0.0128369 -0.00603011
internal_weight=0 2025 1969 1899 1715 1630 348 211 137 1561 927 634 184 131 137
internal_count=2373 2025 1969 1899 1715 1630 348 211 137 1561 927 634 184 131 137
is_linear=0
shrinkage=0.16829


Tree=4839
num_leaves=18
num_cat=0
split_feature=1 3 2 4 2 2 0 1 3 3 14 0 4 0 43 48 0
split_gain=10.4943 2.98827 1.46252 1.33217 1.22071 0.877333 0.732425 0.816897 0.595997 0.484239 0.528511 0.616306 0.479911 0.418604 0.266476 0.159867 0.142969
threshold=0.10538500000000002 -0.06340999999999998 0.14823500000000003 0.36766000000000004 -1.0000000180025095e-35 0.10859000000000001 0.040035000000000008 0.081540000000000015 0.10703500000000001 0.095555000000000015 0.054835000000000009 -0.13314999999999996 0.057265000000000003 -0.086984999999999993 -0.0044449999999999993 0.086035000000000014 -0.10147999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 -2 -3 -6 9 -8 -7 10 11 -1 13 14 -13 -15 -14
right_child=1 2 -4 -5 5 8 7 -9 -10 -11 -12 12 16 15 -16 -17 -18
leaf_value=0.00091216122706876113 0.0012277016315359957 0.00019490130006342946 4.7066190284683667e-05 0.00060211111140261674 0.0010353355852843881 0.00027709661065808357 0.00067732074797395981 0.0011976146573499558 0.00071860576868998545 0.00088693539934838275 0.0014848484362631228 0.0012515988018799546 0.0011485494092108284 0.0011619841495218717 0.0014541933739247845 0.0013252391501262907 0.0009355911868585751
leaf_weight=93 101 72 76 59 59 53 71 62 91 62 63 277 57 907 99 74 97
leaf_count=93 101 72 76 59 59 53 71 62 91 62 63 277 57 907 99 74 97
internal_value=0 0.000623303 0.000452749 0.000997235 0.000564737 0.000695736 0.00115732 0.000920129 0.000556351 0.00117554 0.00118626 0.00117451 0.00119063 0.00121058 0.00130504 0.00117433 0.00101464
internal_weight=0 511 351 160 275 203 1862 133 144 1729 1667 1604 1511 1357 376 981 154
internal_count=2373 511 351 160 275 203 1862 133 144 1729 1667 1604 1511 1357 376 981 154
is_linear=0
shrinkage=0.0032998


Tree=4840
num_leaves=9
num_cat=0
split_feature=14 30 2 16 0 457 41 480
split_gain=0.485826 0.413092 0.471272 0.245697 0.235885 0.234594 0.214885 0.289234
threshold=-0.31058999999999998 0.086065000000000016 -0.017044999999999998 -0.54225499999999982 -0.22607999999999998 0.096470000000000014 0.083525000000000016 -0.063594999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.011847702235301766 0.015581785830518053 -0.012440592377213405 0.013695149835343663 -0.0072841598238144577 0.01424126744995141 0.013485364404913014 -0.0085369527153995161 0.0019608419630567035
leaf_weight=70 78 52 52 75 56 52 53 1871
leaf_count=70 78 52 52 75 56 52 53 1871
internal_value=0 0.00238145 0.00272679 0.00226154 0.00197851 0.00232127 0.00202717 0.00231865
internal_weight=0 2289 2237 2159 2107 2032 1980 1927
internal_count=2359 2289 2237 2159 2107 2032 1980 1927
is_linear=0
shrinkage=0.16829


Tree=4841
num_leaves=11
num_cat=0
split_feature=52 1452 484 51 49 51 4 157 39 484
split_gain=0.284734 0.288243 0.388747 0.320716 0.370343 0.231417 0.628922 0.308317 0.292664 0.321892
threshold=0.51307000000000014 0.083830000000000002 0.099320000000000006 -0.41904999999999998 -0.15562499999999999 -0.085099999999999981 -0.0021099999999999995 -0.082009999999999986 0.095450000000000021 0.079595000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 9 -7
right_child=-2 -3 -4 4 5 8 -8 -9 -10 -11
leaf_value=0.014416847553561794 -0.0077044993209326312 0.011122900865015812 -0.0091016436513589663 -0.011770782740406854 -0.0081581607725236694 0.0027887432718297495 -0.018920986194924827 0.0058315154528326696 -0.0065113829542670339 0.013556098763544815
leaf_weight=58 89 94 92 56 64 1533 53 147 90 83
leaf_count=58 89 94 92 56 64 1533 53 147 90 83
internal_value=0 0.00199559 0.00160048 0.0020738 0.00171955 0.00210395 -0.00252917 0.00157969 0.00282197 0.00334288
internal_weight=0 2270 2176 2084 2026 1970 264 211 1706 1616
internal_count=2359 2270 2176 2084 2026 1970 264 211 1706 1616
is_linear=0
shrinkage=0.16829


Tree=4842
num_leaves=12
num_cat=0
split_feature=16 9 52 41 11 51 0 3 16 484 1453
split_gain=0.247734 0.247157 0.235857 0.210379 0.334958 0.465826 0.203782 0.435861 0.214684 0.212472 0.205021
threshold=-0.54057999999999995 -1.0000000180025095e-35 0.51307000000000014 0.083525000000000016 1.0000000180025095e-35 -0.04652499999999999 -0.13892999999999997 0.06269000000000001 -0.088734999999999994 0.110365 -0.057274999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 -9 10 -8
right_child=1 2 -4 -5 5 -7 9 8 -10 -11 -12
leaf_value=0.011292442066920578 -0.0087881628482871371 -0.014563640946611103 -0.0071686739801139366 -0.0076289580247667571 -0.0016875954705173222 0.018894627689659556 0.012275201921582032 -0.0049557356077600031 0.0081788071183477948 -0.0072908477806254892 0.0020827531396897417
leaf_weight=69 70 68 88 66 53 75 58 68 73 66 1605
leaf_count=69 70 68 88 66 53 75 58 68 73 66 1605
internal_value=0 0.00105426 0.00136542 0.00171851 0.002018 0.0103583 0.00146621 -0.00349409 0.00183168 0.00206685 0.00243931
internal_weight=0 2290 2220 2132 2066 128 1938 209 141 1729 1663
internal_count=2359 2290 2220 2132 2066 128 1938 209 141 1729 1663
is_linear=0
shrinkage=0.16829


Tree=4843
num_leaves=26
num_cat=0
split_feature=12 2 13 2 10 3 2 43 16 12 16 3 157 16 43 12 16 42 13 132 3 16 16 1213 50
split_gain=11.2839 4.87827 3.01431 1.40082 0.849476 0.786536 0.572816 1.00862 0.523544 0.554632 0.583187 0.667347 0.455481 0.603853 0.369206 0.403306 0.302565 0.252574 0.247929 0.260529 0.213608 0.208447 0.166028 0.148479 0.243275
threshold=0.077755000000000005 0.13631000000000001 -0.0042049999999999995 0.10613000000000002 -1.0000000180025095e-35 -0.0026499999999999996 0.10161500000000002 -0.45516499999999999 -0.012324999999999997 0.092495000000000008 0.081265000000000018 -0.085374999999999993 -0.0048549999999999991 -0.075434999999999988 -0.082689999999999986 0.097145000000000023 -0.019749999999999993 0.086745000000000003 0.066460000000000019 -0.08410999999999999 -0.077354999999999993 -0.16927999999999996 -0.026164999999999997 0.0086650000000000008 0.089465000000000017
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=2 6 4 12 -1 -6 7 -2 17 10 11 -10 -4 -14 -8 -16 -5 18 19 -9 -11 -7 -17 24 -19
right_child=1 -3 3 16 5 21 14 8 9 20 -12 -13 13 -15 15 22 -18 23 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00041942216068735001 0.0019768060513176864 0.00053155385236676109 0.0015957365423770232 0.0010433873922243324 0.0010389743310399747 0.00048457239164351971 0.0011249854837349315 0.0014499626051493143 0.0012171725706532971 0.001115663709633871 0.0017388425684346858 0.0015944838853920562 0.00096700986577949639 0.0014167910427389633 0.0015974526010170951 0.0014321482659697493 0.00071268082001450708 0.0014011184571192782 0.0013851171886955359 0.001663263822300022 0.0013740248539946076 0.00076068627376241985 0.0011748792173302198 0.0016568955224840673 0.0015961841364578568
leaf_weight=77 54 58 59 73 101 52 57 77 102 69 83 105 53 87 89 55 53 219 52 412 76 73 60 55 108
leaf_count=77 54 58 59 73 101 52 57 77 102 69 83 105 53 87 89 55 53 219 52 412 76 73 60 55 108
internal_value=0 0.00147331 0.000956754 0.00117766 0.000719688 0.000821835 0.00150594 0.00153239 0.00151469 0.00141941 0.00150333 0.00140873 0.00135041 0.00124677 0.0013627 0.00142894 0.00090456 0.00155956 0.0016063 0.00162975 0.00125132 0.000646105 0.00129823 0.00149328 0.00146565
internal_weight=0 1731 628 325 303 226 1673 1412 1358 435 290 207 199 140 261 204 126 923 541 489 145 125 115 382 327
internal_count=2359 1731 628 325 303 226 1673 1412 1358 435 290 207 199 140 261 204 126 923 541 489 145 125 115 382 327
is_linear=0
shrinkage=0.0032998


Tree=4844
num_leaves=13
num_cat=0
split_feature=1375 160 9 402 1213 402 49 12 12 2 12 13
split_gain=0.244625 0.251624 0.259868 0.160868 0.607672 0.327946 0.211662 0.208497 0.239527 0.152167 0.0971258 0.0997294
threshold=-0.14438999999999999 0.091625000000000026 -1.0000000180025095e-35 0.10686000000000002 -0.0074849999999999995 0.090075000000000002 -0.14917999999999998 -0.086449999999999985 -0.06202499999999999 0.10656 0.084055000000000005 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 9 -9 -8 -3 -12
right_child=1 10 3 4 -6 -7 7 8 -10 -11 11 -13
leaf_value=-0.0087677637836716463 -0.0086307372228864587 0.012845444317684722 -0.0083484165799938524 0.0064679931541851629 -0.017467848945606386 0.0145819362218248 0.0012210149310860172 0.01364196120364723 0.0026261973397574837 -0.011146462147071559 0.00064146211103489567 0.0097874962983900207
leaf_weight=56 64 76 52 71 52 63 61 58 1618 52 67 69
leaf_count=56 64 76 52 71 52 63 61 58 1618 52 67 69
internal_value=0 0.00248299 0.00192174 0.00225581 -0.00363662 0.00263741 0.00222769 0.0025361 0.00300848 -0.00445431 0.0080102 0.00529494
internal_weight=0 2303 2091 2027 123 1904 1841 1789 1676 113 212 136
internal_count=2359 2303 2091 2027 123 1904 1841 1789 1676 113 212 136
is_linear=0
shrinkage=0.16829


Tree=4845
num_leaves=11
num_cat=0
split_feature=45 11 11 1456 4 13 4 51 42 1447
split_gain=0.377184 0.258622 0.241392 0.255581 0.259534 0.24805 0.56942 0.223772 0.331728 0.237917
threshold=1.0000000180025095e-35 0.093740000000000018 0.080705000000000013 -0.083354999999999999 -0.011154999999999998 -0.48634999999999995 0.55608500000000005 -0.14487999999999998 0.083955000000000016 -0.085024999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -7 -9
right_child=-2 -3 -4 5 -6 6 -8 9 -10 -11
leaf_value=0.0021323068556872511 0.015946907848932337 -0.0091804509307125692 0.011338964819475921 0.012249241545447815 0.017776788964271144 -0.011289996495330003 -0.01669145946536699 -0.0075132683885828092 0.0037249213978357513 0.00210303017640622
leaf_weight=70 52 63 72 54 53 95 52 76 74 1729
leaf_count=70 52 63 72 54 53 95 52 76 74 1729
internal_value=0 0.00145124 0.00174644 0.00143212 0.00888803 0.000990352 0.000689376 0.00114814 -0.00470479 0.00169714
internal_weight=0 2338 2275 2203 123 2080 2026 1974 169 1805
internal_count=2390 2338 2275 2203 123 2080 2026 1974 169 1805
is_linear=0
shrinkage=0.16829


Tree=4846
num_leaves=15
num_cat=0
split_feature=0 14 0 151 0 0 4 16 49 403 51 403 1211 1212
split_gain=0.526064 0.416238 0.323636 0.346205 0.403548 0.692585 0.29833 0.449587 0.301814 0.282273 0.173684 0.166813 0.163273 0.120712
threshold=0.12474500000000001 -0.10708499999999999 -0.13740499999999997 0.084990000000000024 0.0037850000000000002 0.062580000000000011 -0.053824999999999991 -0.50624499999999995 -0.053904999999999988 -0.53317999999999988 -0.024714999999999997 -0.091109999999999983 0.11013500000000002 0.086310000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 6 4 9 -6 -3 -8 -9 -4 -1 13 -13 -11
right_child=-2 2 3 -5 5 -7 7 8 -10 11 -12 12 -14 -15
leaf_value=0.0056041674958982836 -0.012693237754630673 0.007039115783782076 -0.0079812999276449928 0.015747393237063347 -0.01618120496504083 0.0068134245998945396 0.0032605178286060376 -0.0029410175076862769 -0.018495567324963106 0.0049399645769939455 0.019112946401195791 0.0027214045369521773 -0.0065385811848684998 0.014099171429579121
leaf_weight=57 72 57 69 52 88 64 84 60 87 147 52 1388 56 57
leaf_count=57 72 57 69 52 88 64 84 60 87 147 52 1388 56 57
internal_value=0 0.00191091 0.00140904 0.00219836 0.00182043 -0.00648744 -0.00384953 -0.00654412 -0.012159 0.00255694 0.0120652 0.00299926 0.00236105 0.00750796
internal_weight=0 2318 2209 1921 1869 152 288 231 147 1717 109 1648 1444 204
internal_count=2390 2318 2209 1921 1869 152 288 231 147 1717 109 1648 1444 204
is_linear=0
shrinkage=0.16829


Tree=4847
num_leaves=25
num_cat=0
split_feature=1 12 1 47 12 47 0 124 15 15 4 4 151 43 0 41 4 0 1447 4 15 0 4 4
split_gain=26.7716 5.94117 3.10606 1.88757 1.49617 1.33118 0.792105 0.71526 0.826703 0.62975 0.959582 0.598401 0.58193 0.399786 0.298484 0.273205 0.265098 0.205442 0.240015 0.173436 0.238894 0.172806 0.157178 0.113406
threshold=0.11831500000000002 0.077755000000000005 0.10342000000000001 0.085505000000000012 0.093270000000000006 0.077555000000000013 -0.073574999999999988 -0.076779999999999987 -1.0000000180025095e-35 -0.46319999999999995 0.42953500000000006 0.053455000000000009 -0.088054999999999981 -0.04009999999999999 -0.072364999999999985 0.075585000000000013 0.052250000000000012 -0.069974999999999996 -1.0000000180025095e-35 -0.074219999999999994 -0.017454999999999995 -0.065489999999999979 0.032965000000000001 -0.060264999999999992
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 2 5 9 12 7 11 -1 -9 -2 -11 19 -3 21 22 16 17 18 -14 -6 -21 -8 -4 -15
right_child=3 4 14 -5 6 -7 13 8 -10 10 -12 -13 15 23 -16 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0013106780655272811 0.00084150142440240442 0.001758596436632577 0.00091338943982536994 0.0012046277891076059 0.00209838147679075 0.002180026356193921 0.0016449314522086575 0.0014658100079797951 0.0019311869532282499 0.00069258055862096994 0.00011946597595530695 0.0016051995721731089 0.0019147629260198315 0.0018543894479403403 0.0013516069841513231 0.0022665037899165931 0.0018394032361301195 0.0018510279781165098 0.0020753914674837373 0.0020227354324797893 0.0017319085880812594 0.001381937635935011 0.001167542184747328 0.0016558919576743034
leaf_weight=65 73 96 52 76 98 55 58 77 93 78 54 56 127 90 54 53 87 65 675 83 53 57 59 56
leaf_count=65 73 96 52 76 98 55 58 77 93 78 54 56 127 90 54 53 87 65 675 83 53 57 59 56
internal_value=0 0.00184448 0.0015102 0.000759998 0.00193641 0.0017161 0.00179539 0.00160737 0.00172061 0.000594988 0.000458391 0.00191488 0.00200683 0.00166248 0.00114811 0.00203046 0.00201731 0.00203512 0.00205 0.00198885 0.00190966 0.00151488 0.0010488 0.00177849
internal_weight=0 2109 455 281 1654 290 551 235 170 205 132 290 1103 261 165 1007 954 867 802 234 136 115 111 146
internal_count=2390 2109 455 281 1654 290 551 235 170 205 132 290 1103 261 165 1007 954 867 802 234 136 115 111 146
is_linear=0
shrinkage=0.0032998


Tree=4848
num_leaves=13
num_cat=0
split_feature=0 14 0 2 0 156 1446 4 0 132 0 1446
split_gain=0.37421 0.266076 0.26798 0.26907 0.316072 0.167271 0.186494 0.224345 0.165644 0.151534 0.167366 0.0488609
threshold=0.12474500000000001 -0.10708499999999999 -0.22607999999999998 -0.0091949999999999983 -0.067094999999999988 -0.080434999999999993 0.081030000000000019 -0.082024999999999987 -0.081854999999999997 -0.22727999999999995 -0.13740499999999997 0.092750000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -4 -5 9 -8 -1 -7 -11 -9
right_child=-2 2 3 5 -6 6 7 11 -10 10 -12 -13
leaf_value=0.018002034709927759 -0.0093151020434693501 -0.0064962755382980521 0.0042199830807504012 0.011959947564348433 -0.013981733226537009 0.012197642136284539 -0.010051148506232984 -0.0010640776683753781 0.0048115744365364362 -0.001454304364973322 0.00393529893082477 0.0061048744548821178
leaf_weight=52 72 88 52 63 56 57 64 53 57 182 1540 54
leaf_count=52 72 88 52 63 56 57 64 53 57 182 1540 54
internal_value=0 0.00299886 0.00259729 0.00297542 -0.00520131 0.00341501 0.00313802 -0.00216378 0.0111208 0.00364865 0.00336462 0.00253711
internal_weight=0 2318 2209 2121 108 2013 1950 171 109 1779 1722 107
internal_count=2390 2318 2209 2121 108 2013 1950 171 109 1779 1722 107
is_linear=0
shrinkage=0.16829


Tree=4849
num_leaves=11
num_cat=0
split_feature=41 39 2 49 49 43 39 16 2 48
split_gain=0.297926 0.311516 0.295629 0.255562 0.316898 0.300748 0.19237 0.414417 0.246675 0.204889
threshold=0.091290000000000024 0.10076500000000001 0.14823500000000003 -0.088014999999999996 -0.079689999999999997 -0.080419999999999978 1.0000000180025095e-35 -0.10346499999999999 -0.011974999999999998 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 -8 -6 -10
right_child=-2 -3 -4 4 6 -7 7 -9 9 -11
leaf_value=0.0024391253558808069 0.01466691081949887 -0.0074314132544646538 -0.0076695331948338705 -0.010362128230799336 -0.0083361572790290779 0.019242712596245919 -0.00070821987080689854 0.020114459623774499 0.003002089236414538 -0.004362104674748726
leaf_weight=66 53 97 81 55 61 56 55 53 1699 114
leaf_count=66 53 97 81 55 61 56 55 53 1699 114
internal_value=0 0.00190118 0.00230612 0.00268121 0.00223199 0.010167 0.00258238 0.00949368 0.00218312 0.00253804
internal_weight=0 2337 2240 2159 2037 122 1982 108 1874 1813
internal_count=2390 2337 2240 2159 2037 122 1982 108 1874 1813
is_linear=0
shrinkage=0.16829


Tree=4850
num_leaves=10
num_cat=0
split_feature=160 150 13 13 1 39 0 51 1
split_gain=0.240372 0.247388 0.302457 0.331004 0.410314 0.199242 0.26913 0.231224 0.235473
threshold=-0.5335399999999999 0.116995 -0.48634999999999995 -0.10899499999999999 0.11670500000000002 0.10076500000000001 0.12500000000000003 0.14163500000000004 0.10312500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -5
right_child=1 -3 3 5 -6 -7 -8 -9 -10
leaf_value=0.011725545548089238 0.013859894741988118 -0.0076710175220726252 0.00041412434470187287 0.0027684660286387253 -0.018063441486436137 -0.005748631035254869 0.014290300627872289 0.013085829650006514 -0.0023886148854121644
leaf_weight=69 59 78 98 1493 52 85 54 54 301
leaf_count=69 59 78 98 1493 52 85 54 54 301
internal_value=0 0.00163795 0.00196942 0.00164029 -0.00597946 0.00221642 0.00257332 0.00222997 0.0019022
internal_weight=0 2274 2196 2137 150 1987 1902 1848 1794
internal_count=2343 2274 2196 2137 150 1987 1902 1848 1794
is_linear=0
shrinkage=0.16829


Tree=4851
num_leaves=20
num_cat=0
split_feature=1 52 52 3 4 14 48 52 4 3 158 4 16 151 16 16 1 12 4
split_gain=17.7502 4.57567 3.59553 2.56796 1.50356 1.22384 0.719742 0.605795 0.856811 1.04182 0.60483 0.510695 0.76052 0.602963 0.420753 0.411113 0.399396 0.389063 0.292893
threshold=0.10312500000000001 -0.40809499999999993 0.12469000000000001 0.31400500000000003 0.054560000000000004 0.062655000000000016 0.095425000000000024 -0.080064999999999983 0.41181500000000004 -0.036004999999999988 0.07968500000000002 -0.50665499999999986 0.041625000000000002 -0.086944999999999981 -0.0048099999999999992 0.41378500000000007 0.13075500000000004 0.087285000000000015 -0.070229999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 6 11 -3 9 -9 17 -1 13 -13 -15 18 -10 -6 -14
right_child=1 2 -4 -5 10 -7 -8 8 16 -11 -12 12 15 14 -16 -17 -18 -19 -20
leaf_value=0.0018742723551222668 0.0016586234123246665 0.00049432092136912501 0.0013711999726674273 2.2414136168358022e-05 0.00091219228500438786 0.0020280777705120748 0.0012592054333490845 0.0013608595280816737 0.00079285931298597474 0.00073975761699187541 0.0015318696485522776 0.0013240758286746687 0.0010810347945465857 0.0015790777069640536 0.0017967034758904208 0.0016247496557678265 0.00043415412635831614 0.0012690829512127775 0.0013799063559533462
leaf_weight=54 67 90 82 67 53 58 96 53 76 67 62 94 52 926 111 54 62 94 125
leaf_count=54 67 90 82 67 53 58 96 53 76 67 62 94 52 926 111 54 62 94 125
internal_value=0 0.000848701 0.000739446 0.000614532 0.00152068 0.00155577 0.00153763 0.000728431 0.000809961 0.00101437 0.00125687 0.00155649 0.00154386 0.0015793 0.00160241 0.00137017 0.000631957 0.00114065 0.0012923
internal_weight=0 564 497 415 1779 1570 1512 348 258 120 209 1416 1362 1131 1037 231 138 147 177
internal_count=2343 564 497 415 1779 1570 1512 348 258 120 209 1416 1362 1131 1037 231 138 147 177
is_linear=0
shrinkage=0.0032998


Tree=4852
num_leaves=19
num_cat=0
split_feature=1 10 15 40 3 160 15 0 12 15 3 402 3 3 15 12 16 1
split_gain=13.3432 2.6433 1.81471 1.19158 1.13395 0.792587 0.544389 0.517738 0.643593 0.593059 0.525405 0.585957 0.413069 0.36561 0.306016 0.25578 0.213108 0.0798468
threshold=0.10538500000000002 -1.0000000180025095e-35 -0.18239999999999998 -0.076644999999999977 -0.049204999999999992 -0.5335399999999999 -0.4680149999999999 0.12474500000000001 0.082295000000000021 1.0000000180025095e-35 -0.15680499999999997 0.0064150000000000014 -0.107915 0.091170000000000015 -0.044164999999999989 0.094045000000000004 0.40052000000000004 0.080125000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 -1 16 -5 -3 8 9 13 -10 12 -12 17 -6 -13 -4 -7
right_child=1 2 4 5 14 7 -8 -9 10 -11 11 15 -14 -15 -16 -17 -18 -19
leaf_value=0.00089726223860257988 0.00017007611953544392 0.00073086494776017363 0.0010775454355057127 0.0016675123637777728 0.00089580858385189771 0.0013883370534402424 0.00033457728142961319 0.00097674762804787546 0.0015996462383765144 0.0017798032226105929 0.00096673039480316494 0.001478990588815787 0.0012487321098223494 0.0011580790596811665 0.00059680813254644441 0.0012185769036034441 0.0013750254600808532 0.0015678074783737109
leaf_weight=81 89 68 57 65 100 59 86 55 54 52 61 177 1050 58 61 56 52 62
leaf_count=81 89 68 57 65 100 59 86 55 54 52 61 177 1050 58 61 56 52 62
internal_value=0 0.000687579 0.000796123 0.00128992 0.000959308 0.00130808 0.00050979 0.00129419 0.00130489 0.00146727 0.00127803 0.00126508 0.00123328 0.00137628 0.000782742 0.00141655 0.00121979 0.00148059
internal_weight=0 513 424 1830 270 1749 154 1684 1629 231 1398 1344 1111 179 161 233 109 121
internal_count=2343 513 424 1830 270 1749 154 1684 1629 231 1398 1344 1111 179 161 233 109 121
is_linear=0
shrinkage=0.0032998


Tree=4853
num_leaves=25
num_cat=0
split_feature=1 52 52 1 2 2 16 159 0 16 0 159 15 52 1 48 1210 401 15 43 16 0 15 2
split_gain=18.6242 3.43619 1.47286 1.29403 1.34271 1.11513 0.503822 0.450581 0.403699 0.604248 0.399444 0.358805 0.487746 0.702713 1.01808 0.320118 0.267989 0.355391 0.282974 0.244068 0.900279 0.380449 0.220687 0.176888
threshold=0.10557500000000002 -0.40011499999999994 -0.083939999999999987 0.12719000000000003 1.0000000180025095e-35 0.093365000000000017 -0.085314999999999988 -0.094469999999999985 -0.15202999999999997 -0.15043499999999996 -0.087404999999999997 0.082585000000000006 0.041820000000000003 -0.45478499999999994 0.079415000000000013 0.093675000000000022 -0.0093199999999999967 0.078085000000000016 0.085915000000000019 -0.022549999999999997 -0.055679999999999993 -0.071719999999999992 0.11354000000000002 0.10796500000000002
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=5 -2 -3 4 -4 8 10 -7 -1 -10 -5 12 13 -9 23 -6 18 19 -11 21 -21 -18 -14 -15
right_child=1 2 3 6 15 7 -8 11 9 16 -12 -13 22 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0017209786678274164 0.0014854195745863644 0.0001634031263771923 0.0012208487227345838 0.00051557922329470234 0.00078860059343224245 0.0015386413261347855 0.00071986506210002302 0.0013715273433763196 0.0011136175291232297 0.0011494278636301875 0.0001223458078270592 0.0014530066604523648 0.0015190138035972266 0.0012490619618352012 0.00062831222406267023 0.00046553937056168128 0.0014419256397437453 0.0016664903561393737 0.0014571176431105487 0.0013999678936357364 0.0017352696000498392 0.0011409838038694093 0.0012302930394438563 0.001013452998530415
leaf_weight=62 53 72 71 62 88 67 56 97 58 60 52 80 66 99 52 55 472 103 76 238 140 52 55 57
leaf_count=62 53 72 71 62 88 67 56 97 58 60 52 80 66 99 52 55 472 103 76 238 140 52 55 57
internal_value=0 0.000689707 0.000597146 0.000678381 0.00084931 0.0014033 0.000463005 0.00128208 0.00145835 0.00144474 0.000336519 0.00124804 0.00120946 0.00113849 0.00102965 0.000664593 0.00146154 0.00148044 0.00132163 0.00145915 0.00152425 0.00141213 0.00138807 0.0011632
internal_weight=0 509 456 384 214 1834 170 573 1261 1199 114 506 426 305 208 143 1141 1005 136 902 378 524 121 156
internal_count=2343 509 456 384 214 1834 170 573 1261 1199 114 506 426 305 208 143 1141 1005 136 902 378 524 121 156
is_linear=0
shrinkage=0.0032998


Tree=4854
num_leaves=20
num_cat=0
split_feature=1 52 2 2 2 124 48 13 49 42 42 1209 1213 1429 50 2 0 12 12
split_gain=16.3322 4.16028 2.1853 1.6291 1.91006 1.45639 0.537085 0.616436 0.390788 0.334631 0.580095 0.27515 0.238927 0.216788 0.23187 0.179787 0.159937 0.121879 0.208009
threshold=0.10508500000000001 -0.40011499999999994 0.16730000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.076779999999999987 0.095425000000000024 -0.024504999999999996 -0.018959999999999994 0.090115000000000015 0.088950000000000015 0.086665000000000006 0.030935000000000004 -0.0079199999999999982 1.0000000180025095e-35 0.10097500000000002 -0.11073999999999999 0.089545000000000013 0.09334000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1 9 -8 -6 10 11 13 15 -7 -15 17 -10 -11 -19
right_child=1 2 -4 4 8 6 7 -9 16 12 -12 -13 -14 14 -16 -17 -18 18 -20
leaf_value=0.00096449291011333274 0.0015753963435123407 0.00031990766410476491 -7.30530864023432e-06 0.0013535170882036885 0.00049799314226007965 0.001647674372234428 0.0014131792049886091 0.00092296964020030915 0.00067676065385394927 0.0011158025257492559 0.0017938547213620121 0.0012553520885230608 0.0015474612755010018 0.0014144131997143909 0.0015374334343745679 0.0014329804778040998 0.00087773261950788368 0.0014276503867785555 0.0012053155635579657
leaf_weight=84 56 93 53 59 78 61 62 52 87 53 53 86 55 808 221 96 91 83 112
leaf_count=84 56 93 53 59 78 61 62 52 87 53 53 86 55 808 221 96 91 83 112
internal_value=0 0.000725687 0.000622392 0.000704277 0.000817646 0.00139021 0.00141071 0.00118988 0.000694007 0.00142616 0.00145346 0.00143809 0.00134197 0.00145247 0.00144087 0.00130901 0.000779703 0.00126088 0.00130013
internal_weight=0 517 461 408 315 1826 1742 114 256 1628 1229 1176 399 1090 1029 344 178 248 195
internal_count=2343 517 461 408 315 1826 1742 114 256 1628 1229 1176 399 1090 1029 344 178 248 195
is_linear=0
shrinkage=0.0032998


Tree=4855
num_leaves=30
num_cat=0
split_feature=3 3 43 15 2 2 43 43 41 11 52 52 43 15 15 160 133 15 2 43 15 43 52 133 15 52 52 2 133
split_gain=9.26154 2.88977 2.17787 1.76949 1.47248 1.16663 1.11395 0.819152 0.400793 0.399265 0.577527 0.342447 0.31502 0.330928 0.487547 0.337578 0.28088 0.251591 0.210789 0.191233 0.180971 0.164335 0.246624 0.182179 0.181293 0.122216 0.103513 0.0601537 0.0559941
threshold=-0.049204999999999992 0.30112000000000005 -0.033174999999999989 -0.23488499999999998 0.10746500000000002 0.097070000000000004 -0.097279999999999991 -0.093419999999999989 0.078065000000000009 1.0000000180025095e-35 0.026115000000000003 -0.082824999999999996 -0.033174999999999989 -0.082179999999999989 -0.026169999999999995 -0.085984999999999992 0.082410000000000011 -0.097269999999999981 0.10912000000000001 -0.083784999999999984 -0.089104999999999976 -0.011584999999999998 0.088555000000000009 -0.040449999999999993 0.085915000000000019 0.0074400000000000013 -0.0092149999999999992 0.085730000000000015 0.085005000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 11 8 -2 -7 12 10 16 -4 13 20 -15 -16 -9 -13 -12 -8 27 25 24 -24 -23 -14 -3 -5 -21
right_child=1 26 4 5 -6 7 19 9 -10 -11 18 17 21 14 15 -17 -18 -19 -20 28 -22 22 23 -25 -26 -27 -28 -29 -30
leaf_value=0.00064236739105606342 0.001023127129504348 0.00017454636038670613 0.0014061621049522445 0.0012156082616674151 0.00072213485939762938 0.00077503504237319445 0.00031106421281893544 0.00076616054894369583 0.001592400961990665 0.0014175656889306263 0.0014343238198283169 0.0012997419475134287 0.0013551839269652114 0.00099991436619163818 0.0014162155767888727 0.0012012947156009889 0.0011032894618623148 0.0010078513685364615 0.0011314137447444475 0.00047877649201249746 0.0015234096974013898 0.0012969097354913817 0.0013049006972700116 0.0010453867536497105 0.0014526300381440716 0.0015889698094727254 0.00038169287812457028 0.001368112611308093 0.00063677026684256979
leaf_weight=52 55 52 68 60 99 72 52 54 52 58 52 53 52 103 108 332 56 88 52 52 59 177 75 52 165 53 55 69 52
leaf_count=52 55 52 68 60 99 72 52 54 52 58 52 53 52 103 108 332 56 88 52 52 59 177 75 52 165 53 55 69 52
internal_value=0 0.000775607 0.000877437 0.00124336 0.00105452 0.00126171 0.000618775 0.00108946 0.00130536 0.00117256 0.00110599 0.0012118 0.00129389 0.00124783 0.00120597 0.00125413 0.00093811 0.00111782 0.00128321 0.000475989 0.00136855 0.00135248 0.00132531 0.00119892 0.00137214 0.00147353 0.000281353 0.00129745 0.000558112
internal_weight=0 626 519 1753 308 1701 211 344 1357 272 214 209 1305 731 543 440 110 141 104 156 188 574 469 127 342 105 107 129 104
internal_count=2379 626 519 1753 308 1701 211 344 1357 272 214 209 1305 731 543 440 110 141 104 156 188 574 469 127 342 105 107 129 104
is_linear=0
shrinkage=0.0032998


Tree=4856
num_leaves=23
num_cat=0
split_feature=1 43 16 51 457 0 16 0 16 4 3 51 3 3 12 13 151 16 133 1 16 12
split_gain=0.466441 0.440069 0.392821 0.300593 0.297255 0.269876 0.223928 0.308438 0.646093 0.285287 0.247488 0.215245 0.275247 0.34565 0.207704 0.190592 0.188754 0.2085 0.145555 0.150452 0.249214 0.0368352
threshold=0.10335000000000001 0.066795000000000007 0.0086100000000000013 -0.10998999999999999 0.060310000000000009 0.0037850000000000002 -0.14839499999999997 -0.074204999999999979 -0.00017499999999999997 -0.071794999999999984 0.0065900000000000012 -0.018164999999999997 -0.049509999999999992 0.09037000000000002 0.095815000000000011 -0.017484999999999997 -0.088329999999999978 -0.0090499999999999973 0.087605000000000002 0.082615000000000008 0.16141000000000003 0.087145000000000014
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 4 6 14 5 11 15 8 10 -9 16 -2 -13 -14 -4 21 -8 -18 19 20 -5 -1
right_child=1 -3 3 18 -6 -7 7 9 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0073844866545140966 -0.0025783064918642211 0.016658520013348027 0.0162057034652539 0.0006739269773736843 -0.010936092696165958 -0.0061929789399044156 0.0014251905722143473 -0.0063193362097902816 0.025620749372484385 0.0081653034457664295 -0.0021434551430584469 0.015941843156509327 -0.0048236005068931654 0.010094866720484942 0.0020166927175694523 0.022915184928703383 0.008627470471187235 0.017456107655997456 0.0051925140300519363 0.0031122164247302199 -0.015198107865809121 0.013633730238926101
leaf_weight=53 98 52 66 59 58 92 92 76 63 78 63 67 81 96 53 54 820 84 93 70 53 58
leaf_count=53 98 52 66 59 58 92 92 76 63 78 63 67 81 96 53 54 820 84 93 70 53 58
internal_value=0 0.00193461 0.00755033 0.0028347 0.000374772 0.0018905 0.00883844 0.00808091 0.00905046 0.00100537 0.008063 0.00407026 0.00674795 0.00325762 0.00990133 0.0146857 0.00871039 0.00944982 -0.000216689 -0.0029906 -0.00682091 0.010666
internal_weight=0 544 1835 394 492 434 1441 1276 1122 154 1059 342 244 177 119 165 996 904 275 182 112 111
internal_count=2379 544 1835 394 492 434 1441 1276 1122 154 1059 342 244 177 119 165 996 904 275 182 112 111
is_linear=0
shrinkage=0.16829


Tree=4857
num_leaves=24
num_cat=0
split_feature=12 4 3 3 12 4 4 3 3 4 3 13 160 4 4 4 13 51 401 481 3 13 12
split_gain=20.0772 4.84357 3.78789 3.17961 2.05156 1.46881 1.92731 1.02339 0.598801 0.575196 0.536453 0.436202 0.452623 0.428202 0.537516 0.306768 0.295666 0.257757 0.259389 0.227579 0.162824 0.125461 0.0824958
threshold=0.077755000000000005 0.36766000000000004 0.11745500000000002 0.045635000000000002 0.091515000000000013 0.30163500000000004 -0.0047649999999999993 -0.050489999999999993 -0.15680499999999997 -0.030434999999999993 -0.022604999999999997 -0.10278499999999999 0.064350000000000018 -0.093344999999999997 0.032965000000000001 0.0011850000000000003 -0.11122999999999998 -0.085574999999999984 0.087110000000000007 -0.085749999999999979 -0.088534999999999989 -0.065269999999999981 0.086455000000000018
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 4 3 5 11 6 10 8 -6 -5 -1 -2 17 -10 20 -4 -17 -13 19 -19 -15 -16 -14
right_child=1 -3 15 9 7 -7 -8 -9 13 -11 -12 12 22 14 21 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0012276746954371245 0.002253549114109717 0.00089603255732204968 0.00094737784289392806 0.0019843244338355274 0.0021292093793676978 0.00079628792252057676 0.0016139979623983136 0.0013264343737052025 0.0014665496779659121 0.0015506844462479877 0.00077381080961046904 0.0021869201694174538 0.0018528155590737646 0.0017017906158736038 0.0017049484780939607 0.0007943598925824484 0.00045583347623607997 0.0021578791052476627 0.0021332309321081292 0.0019279095744594279 0.0018709701806878805 0.0014853493378057534 0.0016604782962868503
leaf_weight=55 62 56 53 59 52 97 103 58 52 80 60 70 59 82 58 63 52 54 99 587 351 65 52
leaf_count=55 62 56 53 59 52 97 103 58 52 80 60 70 59 82 58 63 52 54 99 587 351 65 52
internal_value=0 0.0018521 0.00116206 0.00131881 0.00188355 0.00113504 0.00128561 0.00174905 0.00178613 0.001735 0.000991183 0.00198177 0.00196343 0.00175673 0.00178381 0.000738271 0.000641593 0.00199085 0.00197226 0.00194734 0.00183901 0.00158919 0.00176303
internal_weight=0 1757 622 454 1701 315 218 718 660 139 115 983 921 608 556 168 115 810 740 641 433 123 111
internal_count=2379 1757 622 454 1701 315 218 718 660 139 115 983 921 608 556 168 115 810 740 641 433 123 111
is_linear=0
shrinkage=0.0032998


Tree=4858
num_leaves=20
num_cat=0
split_feature=3 15 15 3 12 1446 41 10 16 1 13 15 3 13 12 12 16 403 16
split_gain=0.484549 1.1536 0.331694 0.486942 0.382034 0.373159 0.36579 0.339257 0.292261 0.389634 0.343731 0.28969 0.285731 0.173886 0.143154 0.17401 0.112793 0.121891 0.0498249
threshold=0.10812000000000001 -0.019239999999999997 0.03981500000000001 -0.12077499999999998 0.083785000000000012 0.090300000000000005 0.075585000000000013 -1.0000000180025095e-35 -0.44010499999999991 0.10322500000000003 0.084330000000000016 -0.079109999999999986 0.30835000000000007 0.0032950000000000006 0.085965000000000014 0.085005000000000011 -0.0068949999999999992 -0.073454999999999979 -0.077879999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 5 -4 -5 6 7 -1 -9 11 -11 -10 -2 14 15 -6 17 -16 -15
right_child=1 -3 3 4 13 -7 -8 8 9 10 -12 -13 -14 18 16 -17 -18 -19 -20
leaf_value=-0.0061293241418404433 0.014595618867398576 -0.021409358526422118 0.024035231214987091 0.020211613999386216 0.0097279905973746087 -0.0080282823226813099 0.016283712218183005 0.015573350907814594 0.010413507275937999 -0.0058476879196056718 0.0091517708728516885 0.00389794447231998 -5.7732370930728423e-05 0.0048304064980013803 0.0077525985517386776 -0.0030204990811128806 0.0037427555673054157 0.013441128942736396 -0.0021410473773552274
leaf_weight=69 68 58 63 74 61 55 93 84 363 143 62 416 84 61 196 60 74 240 55
leaf_count=69 68 58 63 74 61 55 93 84 363 143 62 416 84 61 196 60 74 240 55
internal_value=0 -0.00120995 0.00724896 0.00976073 0.00866318 0.00551961 0.00612687 0.00529452 0.00603426 0.00521813 -0.0013025 0.00693639 0.00648589 0.00751675 0.00861825 0.00339158 0.00985478 0.010888 0.00150949
internal_weight=0 210 2169 884 821 1285 1230 1137 1068 984 205 779 152 747 631 121 510 436 116
internal_count=2379 210 2169 884 821 1285 1230 1137 1068 984 205 779 152 747 631 121 510 436 116
is_linear=0
shrinkage=0.16829


Tree=4859
num_leaves=20
num_cat=0
split_feature=4 2 2 2 0 2 14 2 2 0 0 0 0 4 13 4 43 13 4
split_gain=32.2865 12.0338 6.96742 4.0417 4.57557 2.69552 1.56149 1.27158 1.26895 0.571998 0.688296 0.580755 0.519936 0.56838 0.445232 0.353529 0.336959 0.379794 0.15777
threshold=0.30163500000000004 0.12358500000000001 -0.007134999999999999 0.10028500000000001 -0.13010499999999997 0.13631000000000001 0.062655000000000016 0.064660000000000009 0.14271500000000001 -0.076539999999999983 -0.014954999999999998 -0.061994999999999995 -0.11073999999999999 0.0099250000000000015 -0.082594999999999988 0.022635000000000006 -0.026594999999999997 -0.050754999999999995 -0.42305999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 7 9 -2 -3 12 11 -11 13 -4 -6 -14 17 -16 -18
right_child=5 8 3 4 14 -7 -8 -9 -10 10 -12 -13 15 -15 16 -17 18 -19 -20
leaf_value=0.00080782248905754807 0.00040199760404449982 0.0011203715798903152 0.0014816672634768789 0.0008216908432560554 0.0014491629649109414 -2.3701684728502098e-05 0.0024101185626305794 0.00096969122002623926 0.00046293366046061687 0.0017696073998352388 0.002078624765764335 0.0013662699506030813 0.0019676481426914405 0.0019370702125540002 0.0018607391999557112 0.0017397530561440715 0.0020390029705584073 0.0014618866499887943 0.0017872278300291454
leaf_weight=73 77 60 58 78 52 76 68 98 69 166 59 52 1022 64 52 83 60 55 57
leaf_count=73 77 60 58 78 52 76 68 98 69 166 59 52 1022 64 52 83 60 55 57
internal_value=0 0.00174629 0.00180933 0.00184728 0.00152825 0.00049475 0.0019191 0.000720107 0.000768992 0.00189687 0.00175996 0.00167356 0.00192775 0.00172086 0.0017278 0.00195056 0.00179232 0.00165605 0.00191664
internal_weight=0 2128 1999 1926 354 251 1572 175 129 1504 277 218 1227 122 276 1105 224 107 117
internal_count=2379 2128 1999 1926 354 251 1572 175 129 1504 277 218 1227 122 276 1105 224 107 117
is_linear=0
shrinkage=0.0032998


Tree=4860
num_leaves=17
num_cat=0
split_feature=49 13 0 4 11 13 157 475 0 0 1213 0 4 0 43 16
split_gain=0.459422 0.366015 0.802267 0.535861 0.257037 0.219144 0.275054 0.283453 0.799317 0.216918 0.194805 0.183498 0.164291 0.152733 0.151447 0.126851
threshold=-0.15562499999999999 -0.099939999999999987 -0.11169999999999998 -0.076689999999999994 0.08976000000000002 -0.066659999999999983 -0.07928499999999998 -0.017689999999999994 -0.023359999999999995 -0.067329999999999987 0.027540000000000002 -0.23046999999999998 -0.081479999999999983 -0.097074999999999981 -0.065409999999999982 -0.26987499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 -4 5 9 -7 -8 11 10 12 -9 -3 -14 -10 -2
right_child=1 4 3 -5 -6 6 7 8 14 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0079856702832686519 0.0054500002313171468 -0.00042804666798196164 0.0042537513953745804 -0.018276556917362092 0.018614609214536965 -0.0029119737634689929 0.015660009172626339 0.015643770342888594 -0.0016521487000955262 0.017710082173996868 0.01714126973760189 0.0067518290240749929 0 0.0093316710659200955 -0.01453970315310678 0.017215786700992598
leaf_weight=59 52 63 52 70 60 92 91 72 52 82 69 802 54 591 52 53
leaf_count=59 52 63 52 70 60 92 91 72 52 82 69 802 54 591 52 53
internal_value=0 0.00703956 0.000614403 -0.00865875 0.00773991 0.007416 0.00590414 0.00666455 0.00582571 0.00945731 0.00858405 0.0074864 0.00774754 0.00854887 -0.0081132 0.011406
internal_weight=0 2307 227 122 2080 2020 1161 1069 978 859 777 874 708 645 104 105
internal_count=2366 2307 227 122 2080 2020 1161 1069 978 859 777 874 708 645 104 105
is_linear=0
shrinkage=0.16829


Tree=4861
num_leaves=26
num_cat=0
split_feature=4 12 2 2 12 4 13 2 12 52 4 160 13 39 13 156 159 12 402 4 2 12 2 160 13
split_gain=11.2921 4.59648 1.85377 1.9094 1.58292 1.44251 0.957099 0.713204 0.653993 0.649264 0.478632 0.466201 0.338152 0.489189 0.306952 0.276841 0.278918 0.227978 0.224099 0.194275 0.489875 0.205453 0.162629 0.157882 0.100953
threshold=0.30163500000000004 0.077755000000000005 0.10859000000000001 -0.007134999999999999 0.090345000000000023 -0.053824999999999991 -0.10899499999999999 0.11891500000000001 -0.013764999999999998 0.10963000000000002 0.053255000000000004 -0.42929999999999996 1.0000000180025095e-35 0.087880000000000014 -0.13992499999999999 0.088610000000000008 0.018290000000000004 0.087355000000000002 0.10874500000000002 -0.0096349999999999977 0.08708500000000001 0.087515000000000023 0.088375000000000023 -0.078164999999999984 -0.084704999999999989
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=1 2 3 -1 9 -5 -2 10 -7 18 11 -6 13 -8 -4 16 -13 -11 19 20 23 -22 24 -3 -21
right_child=6 4 14 5 7 8 12 -9 -10 17 -12 15 -14 -15 -16 -17 -18 -19 -20 22 21 -23 -24 -25 -26
leaf_value=0.00064437844500385313 0.00023937224083017076 0.0017207201551634485 0.00049682210636132313 0.0016513706773593157 0.001062547736470584 0.0013264561368972175 0.00096044960037340523 0.00096512742685189831 0.00088830391028881189 0.001099548844474219 0.001114354074596625 0.0013838203864361849 0.00047676227392105667 0.00055726258031897115 0.00082252174422979096 0.0011794606550515356 0.0016285776953474424 0.001409575558556804 0.0017401298163359381 0.001446743873414419 0.0012090450547249509 0.0014555956469375385 0.0017338331429260342 0.0015193988821907232 0.0016435068943495819
leaf_weight=61 65 53 52 83 54 75 79 66 75 53 103 465 52 57 83 65 59 54 55 72 82 72 73 303 55
leaf_count=61 65 53 52 83 54 75 79 66 75 53 103 465 52 57 83 65 59 54 55 72 82 72 73 303 55
internal_value=0 0.00132331 0.00101808 0.00116525 0.00140104 0.00130146 0.00058536 0.00129588 0.00110761 0.00149893 0.0013251 0.0013588 0.000704796 0.000791726 0.000697328 0.0013859 0.00141145 0.00125634 0.00153281 0.0015167 0.00148162 0.00132454 0.00160599 0.00154947 0.00153223
internal_weight=0 2113 429 294 1684 233 253 812 150 872 746 643 188 136 135 589 524 107 765 710 510 154 200 356 127
internal_count=2366 2113 429 294 1684 233 253 812 150 872 746 643 188 136 135 589 524 107 765 710 510 154 200 356 127
is_linear=0
shrinkage=0.0032998


Tree=4862
num_leaves=14
num_cat=0
split_feature=4 3 39 3 133 0 4 151 0 4 0 4 0
split_gain=11.9545 4.84037 1.60347 0.918358 0.832665 0.764369 0.750016 0.606355 0.869641 0.652396 1.4192 0.656984 0.00600375
threshold=0.27552000000000004 0.10323000000000002 0.084535000000000013 -0.014044999999999998 0.085835000000000009 -0.17106499999999999 -0.064209999999999989 0.050660000000000004 -0.14989499999999997 -0.49269499999999994 -0.036119999999999992 0.029980000000000003 -0.042364999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 12 -4 -5 -3 8 -1 -10 11 -11 -2
right_child=3 6 4 5 -6 -7 -8 -9 9 10 -12 -13 -14
leaf_value=0.0016397162297851326 0.00078016145072144956 0.00096047147742981515 0.0011913923585180313 0.00065310977461615965 0.00067709454082311117 0.00017360846836941929 0.00045658204469944919 0.00099202499289938314 0.0015967601074491705 0.001351006894522006 0.00085063351778964607 0.0011516232798601444 0.00071310781915650873
leaf_weight=97 53 53 75 57 64 100 83 59 87 1301 73 212 52
leaf_count=97 53 53 75 57 64 100 83 59 87 1301 73 212 52
internal_value=0 0.0012558 0.00129743 0.000508107 0.000954847 0.000347919 0.00065321 0.00132344 0.00133447 0.00131675 0.00130137 0.00132309 0.000747289
internal_weight=0 2104 1968 262 139 157 136 1829 1770 1673 1586 1513 105
internal_count=2366 2104 1968 262 139 157 136 1829 1770 1673 1586 1513 105
is_linear=0
shrinkage=0.0032998


Tree=4863
num_leaves=9
num_cat=0
split_feature=48 4 151 48 1375 1453 1213 1212
split_gain=0.359796 0.266635 0.249601 0.251888 0.250733 0.219504 0.148652 0.22059
threshold=0.13252500000000003 0.59999500000000017 0.08357500000000001 -0.078084999999999974 -0.088929999999999981 -0.064249999999999988 0.12389500000000002 0.041590000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=-0.00026452651629835217 -0.005872573369293259 -0.0038045669888446278 -0.00088982888619716617 0.019800516746333929 -0.00031403036879437462 0.0090636005575001968 0.015663096337647796 0.0033165693403040095
leaf_weight=93 57 56 87 56 79 1639 84 215
leaf_count=93 57 56 87 56 79 1639 84 215
internal_value=0 0.0076445 0.00792988 0.00828496 0.00866938 0.00835944 0.00871393 0.00839811
internal_weight=0 2309 2253 2166 2073 2017 1938 1854
internal_count=2366 2309 2253 2166 2073 2017 1938 1854
is_linear=0
shrinkage=0.16829


Tree=4864
num_leaves=26
num_cat=0
split_feature=4 12 3 3 3 12 42 4 123 11 4 4 132 133 12 4 3 47 12 43 132 1213 160 131 3
split_gain=12.4488 4.88988 1.99387 1.948 2.55353 1.25374 1.06503 0.898522 0.762032 0.641487 0.530927 0.681723 0.354942 0.327532 0.306239 0.274918 0.229405 0.171401 0.159557 0.291783 0.258811 0.177327 0.144918 0.108047 0.0724046
threshold=0.27552000000000004 0.077755000000000005 0.13524500000000003 0.11745500000000002 -0.0035149999999999995 0.090345000000000023 -0.034284999999999989 -0.032764999999999996 0.086120000000000016 0.075910000000000019 -0.16270999999999997 0.053255000000000004 1.0000000180025095e-35 0.085835000000000009 0.09697500000000002 0.49433000000000005 -0.068254999999999982 0.085025000000000017 0.087470000000000006 0.0035900000000000007 -0.0021499999999999996 -0.073474999999999985 -0.081539999999999987 0.085335000000000008 -0.081509999999999985
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=1 3 8 4 6 9 -1 -6 15 18 -7 12 16 -8 -13 -2 17 -12 19 21 -20 -3 -23 24 -22
right_child=2 5 -4 -5 7 10 13 -9 -10 -11 11 14 -14 -15 -16 -17 -18 -19 20 -21 23 22 -24 -25 -26
leaf_value=0.0018835660779275641 0.0016510587577150541 0.0019907852073059204 0.00068992197292666797 0.0012189131613040023 0.0023537505610766976 0.0017305568635772456 0.0015035549951382644 0.0018667107098702543 0.0010664698574876042 0.0024914615287301677 0.002029628848536216 0.001967532816883505 0.002264788869223822 0.0011481172991986896 0.0016361478242788781 0.0013580528266609231 0.0018715443543404972 0.0022271566753551426 0.0023896714192184012 0.0018615620362660674 0.0020453251808727267 0.0020634624784737115 0.0022112621054667576 0.0022802220153703367 0.0021869008133611196
leaf_weight=54 77 90 58 82 72 85 56 100 59 61 366 58 80 60 69 68 93 60 64 53 107 120 233 58 83
leaf_count=54 77 90 58 82 72 85 56 100 59 61 366 58 80 60 69 68 93 60 64 53 107 120 233 58 83
internal_value=0 0.00199413 0.001231 0.00167704 0.00178679 0.00207414 0.00149923 0.00207079 0.00138466 0.00216167 0.00198031 0.0020095 0.00205645 0.00132001 0.00178777 0.00151389 0.00202427 0.00205753 0.00213673 0.00209834 0.00219763 0.00212659 0.00216112 0.00214793 0.00210736
internal_weight=0 2104 262 424 342 1680 170 172 204 869 811 726 599 116 127 145 519 426 808 496 312 443 353 248 190
internal_count=2366 2104 262 424 342 1680 170 172 204 869 811 726 599 116 127 145 519 426 808 496 312 443 353 248 190
is_linear=0
shrinkage=0.0032998


Tree=4865
num_leaves=21
num_cat=0
split_feature=1 2 11 13 12 51 52 42 12 2 51 402 403 1212 133 1 42 133 51 4
split_gain=0.502598 0.293627 0.377833 0.376447 0.471179 0.231858 0.184399 0.158961 0.19343 0.169778 0.236691 0.168463 0.245674 0.171487 0.152382 0.196218 0.148626 0.139266 0.129249 0.0614589
threshold=0.14262000000000002 0.10124000000000001 0.079915000000000014 0.00023500000000000005 0.08623500000000002 -0.041524999999999992 0.048285000000000008 0.094095000000000012 0.092855000000000007 0.097575000000000009 0.10055500000000002 -0.013349999999999999 -0.13556499999999996 0.040035000000000008 0.086635000000000004 0.10954500000000002 0.087195000000000009 0.056015000000000002 -0.04652499999999999 0.053455000000000009
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 2 7 5 -5 19 14 9 -9 10 11 13 -13 -1 15 -7 -8 -10 -6 -3
right_child=-2 3 -4 4 18 6 16 8 17 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.019497892777263118 -0.0059004208537739855 0.018456207122962059 0.022118490341207591 -0.014729815745958342 -0.0019072102383578178 -0.0079024748069180476 0.016210934181456395 0.020231272070134206 0.015369126118236914 0.016604757282112307 -0.0013311508999043972 -0.0019517001045061765 0.0082605253066020436 0.0067488157238771882 0.009804614815736622 0.0048894243749909982 0.0040189027036713924 0.0054106260618645135 0.0093644999374207175 0.010270191634829132
leaf_weight=72 74 54 63 54 52 62 62 71 70 64 77 71 1038 52 52 75 53 94 64 53
leaf_count=72 74 54 63 54 52 62 62 71 70 64 77 71 1038 52 52 75 53 94 64 53
internal_value=0 0.00818096 0.00931469 0.00491525 -0.00173681 0.00767108 0.00529035 0.00881224 0.01287 0.00811692 0.00770087 0.00826637 0.0076051 0.014166 0.00204547 -0.000886497 0.0106076 0.00967216 0.00429618 0.0144182
internal_weight=0 2253 1672 581 170 411 304 1609 235 1374 1310 1233 1109 124 189 137 115 164 116 107
internal_count=2327 2253 1672 581 170 411 304 1609 235 1374 1310 1233 1109 124 189 137 115 164 116 107
is_linear=0
shrinkage=0.16829


Tree=4866
num_leaves=18
num_cat=0
split_feature=2 15 52 12 2 2 3 2 15 0 2 12 16 160 12 0 12
split_gain=12.27 5.42644 2.95891 2.42345 1.7121 1.74866 1.57932 1.49333 0.992946 1.07311 0.991501 0.823574 0.75872 0.672837 0.539394 0.391382 0.29398
threshold=0.11517500000000001 -0.41880499999999993 -0.23818999999999999 -1.0000000180025095e-35 -0.007134999999999999 0.10000000000000002 0.10323000000000002 0.15227000000000004 -0.026169999999999995 -0.13740499999999997 0.10272000000000002 0.093840000000000021 0.22945500000000005 -1.0000000180025095e-35 0.083310000000000009 -0.082654999999999992 0.084345000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -6 8 11 10 -10 12 13 15 -4 -11 -5 -16
right_child=2 3 7 6 5 -7 -8 -9 9 14 -12 -13 -14 -15 16 -17 -18
leaf_value=0.00021801971753892285 0.0012237130291613966 0.00037124861158767918 0.00067429492486924638 0.0012425416408551639 0.0014441747810412537 0.00064414620445738576 0.00079837781225271026 -1.7983618090755251e-05 0.0017873220657352563 0.0015941546839467473 0.00081428038523577537 0.00082792784195284534 0.00095554775806044325 0.00020478891420887933 0.0011209491588572468 0.0015518627775367581 0.0013118084221609991
leaf_weight=61 53 56 53 363 64 56 79 77 55 70 76 65 97 90 101 52 859
leaf_count=61 53 56 53 363 64 56 79 77 55 70 76 65 97 90 101 52 859
internal_value=0 0.00118771 0.000507475 0.00121837 0.000848635 0.00107112 0.00125549 0.000374156 0.00127705 0.00133646 0.00116738 0.000519492 0.00121972 0.000379048 0.00131235 0.00128138 0.00129177
internal_weight=0 1989 338 1928 176 120 1752 285 1673 1085 588 208 512 143 1030 415 960
internal_count=2327 1989 338 1928 176 120 1752 285 1673 1085 588 208 512 143 1030 415 960
is_linear=0
shrinkage=0.0032998


Tree=4867
num_leaves=10
num_cat=0
split_feature=1 10 1186 448 0 0 157 12 150
split_gain=0.396703 0.227386 0.21951 0.245854 0.235892 0.516567 0.233974 0.208252 0.195774
threshold=0.14262000000000002 -0.012054999999999998 0.084100000000000022 -0.050549999999999991 0.047740000000000012 -0.029554999999999994 -0.10151999999999999 0.095330000000000012 0.10980500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -6 -8
right_child=-2 2 -4 4 7 -7 8 -9 -10
leaf_value=0.017765750116589669 -0.0048978076917185979 0.016603139924828675 -0.0027767947777998345 -0.0029242029968172501 0.019305157815372679 -0.007215847240323558 0.0079930321866476493 0.0058956959568686748 -0.001535257653659699
leaf_weight=61 74 83 59 61 83 72 1716 55 63
leaf_count=61 74 83 59 61 83 72 1716 55 63
internal_value=0 0.00761027 0.00732684 0.00760715 0.00724205 0.00675524 0.00730291 0.0139738 0.0076546
internal_weight=0 2253 2192 2133 2050 1912 1840 138 1779
internal_count=2327 2253 2192 2133 2050 1912 1840 138 1779
is_linear=0
shrinkage=0.16829


Tree=4868
num_leaves=18
num_cat=0
split_feature=4 2 12 4 2 4 2 12 14 16 2 49 51 12 2 43 2
split_gain=10.9932 2.90858 2.33349 1.32004 0.95584 0.805159 0.868304 0.934258 0.877845 0.609563 0.541842 0.334744 0.330544 0.250433 0.226218 0.175787 0.161738
threshold=0.30163500000000004 0.13290500000000002 -0.010219999999999998 -0.011269999999999997 0.13733000000000004 -0.49862999999999996 0.10272000000000002 0.087495000000000003 0.062655000000000016 0.0086100000000000013 0.096015000000000017 -0.014169999999999999 -0.035439999999999992 0.097060000000000021 0.11444000000000001 -0.049914999999999994 0.11500500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 -4 8 -8 9 11 -5 -7 -11 -9 -15 -2 -17
right_child=4 -3 5 10 -6 6 7 13 -10 12 -12 -13 -14 14 -16 16 -18
leaf_value=0.00055877111942374488 0.00051317975497080343 0.00071270785477282753 0.0016214144668100588 0.0013946615147474809 0.00020777930131054412 0.0012001323722430923 0.00076391467215614691 0.0014098638408530427 0.001761210161092965 0.0010014024640860101 0.00092177279326921839 0.0013791063153294179 0.0012693013447000895 0.0010007218449525172 0.0013078983553403585 0.0008524672245509606 0.00060018099741718407
leaf_weight=65 58 97 101 53 71 131 58 67 54 82 54 1076 137 56 52 63 52
leaf_count=65 58 97 101 53 71 131 58 67 54 82 54 1076 137 56 52 63 52
internal_value=0 0.00127145 0.00129873 0.000930717 0.000530891 0.0013336 0.00131661 0.00112843 0.00134621 0.00133047 0.00115634 0.00135971 0.00116915 0.00124904 0.00114895 0.000663293 0.000738696
internal_weight=0 2083 1986 172 244 1814 1713 233 1480 1426 107 1207 219 175 108 173 115
internal_count=2327 2083 1986 172 244 1814 1713 233 1480 1426 107 1207 219 175 108 173 115
is_linear=0
shrinkage=0.0032998


Tree=4869
num_leaves=18
num_cat=0
split_feature=2 3 3 131 2 150 3 0 1 3 4 1 3 4 4 4 0
split_gain=0.383971 0.361159 0.300738 0.297922 0.58135 0.333794 0.288593 0.414487 0.297474 0.297448 0.260997 0.217897 0.362857 0.215506 0.135225 0.226575 0.102327
threshold=0.10124000000000001 0.099930000000000005 -0.15680499999999997 0.089255000000000015 0.15398500000000001 1.0000000180025095e-35 -0.0072299999999999994 -0.053259999999999995 0.10658000000000002 0.081640000000000004 -0.090609999999999982 0.10600000000000002 -0.021559999999999996 0.032965000000000001 0.057265000000000003 -0.036279999999999993 -0.042364999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 11 7 8 10 -8 -4 14 -13 -12 15 16 -2
right_child=3 -3 6 -5 -6 -7 9 -9 -10 -11 13 12 -14 -15 -16 -17 -18
leaf_value=0.021138839198176277 0.00069429176994688499 -0.0050771063739656801 0.018876666695566865 0.014213413975183664 -0.013421291327457291 -0.0056428433278796625 0.02365249103702215 -0.0031436126796278523 0.019412975086571124 0.0079134259711028387 0.0079139518469940797 -0.0088492962484280589 0.0082966375117520651 0.00018612213872194202 0.0025373401106608818 0.018028664852163666 0.010474504649805698
leaf_weight=53 52 56 57 64 61 85 67 96 65 70 1119 64 77 113 76 78 74
leaf_count=53 52 56 57 64 61 85 67 96 65 70 1119 64 77 113 76 78 74
internal_value=0 0.0081926 0.00864681 0.00332439 0.00209212 0.00396587 0.00822849 0.00752853 0.00828652 0.0156237 0.00772406 0.00591013 0.000501344 0.00720661 0.00862743 0.0108875 0.00645249
internal_weight=0 1696 1640 631 567 506 1587 1450 1354 137 1289 421 141 1232 280 204 126
internal_count=2327 1696 1640 631 567 506 1587 1450 1354 137 1289 421 141 1232 280 204 126
is_linear=0
shrinkage=0.16829


Tree=4870
num_leaves=26
num_cat=0
split_feature=3 39 3 12 50 12 12 3 124 42 3 42 3 3 42 42 1447 12 48 12 42 42 49 12 12
split_gain=11.1279 8.43799 1.38312 1.37532 1.09224 0.806537 0.752678 1.08329 0.695638 0.636492 0.534265 0.46708 1.16217 0.498507 0.273352 0.325106 0.226888 0.219222 0.24863 0.142551 0.138897 0.131529 0.116108 0.111478 0.111286
threshold=0.11745500000000002 0.081875000000000017 0.31299000000000005 0.093670000000000017 0.083090000000000011 -0.08947999999999999 0.077755000000000005 -0.016164999999999995 -0.078224999999999989 -0.025789999999999997 0.092330000000000009 0.093985000000000013 -0.14443999999999999 -0.078344999999999984 0.084175000000000014 -0.026469999999999997 -0.081469999999999987 0.087905000000000025 0.083570000000000019 0.099815000000000015 0.11929000000000002 0.087715000000000015 0.09055500000000001 0.097510000000000013 0.1087
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=1 3 -2 4 6 -3 7 -1 -7 19 -9 12 -11 -13 15 -6 -8 18 -18 -5 23 -16 -19 -15 -21
right_child=2 5 -4 9 14 8 16 10 -10 11 -12 13 -14 20 21 -17 17 22 -20 24 -22 -23 -24 -25 -26
leaf_value=0.00078053240944763879 0.00073935068330561223 0.00093730430159533597 0.00016643032028381075 0.0015122978577502564 0.0015001682813140578 0.00024778370131596543 0.0015778701457735721 0.0015173549807106937 0.00072841690279851212 0.0012845675872338543 0.0011288888028748595 0.00094191743848459424 0.00063493542001136932 0.0012741292572455193 0.0013911406945445973 0.0018321181570379384 0.001483248320434391 0.0013633054368072228 0.0012529175222635153 0.0012237042818096205 0.001152184206866616 0.0015968940433023545 0.0011945356280155029 0.0014613828607406194 0.0014115035645101207
leaf_weight=52 90 103 94 63 53 52 89 82 90 64 75 53 57 86 68 89 363 292 62 73 52 78 57 66 75
leaf_count=52 90 103 94 63 53 52 89 82 90 64 75 53 57 86 68 89 363 292 62 73 52 78 57 66 75
internal_value=0 0.00129199 0.000446855 0.00136457 0.00142242 0.000714511 0.00137372 0.00119497 0.000552658 0.00123093 0.00133201 0.00114932 0.000978834 0.00122944 0.00160357 0.00170847 0.00141697 0.00139842 0.00144973 0.00137696 0.00130397 0.00150131 0.00133584 0.00135567 0.00131911
internal_weight=0 2194 184 1949 1360 245 1072 209 142 589 157 378 121 257 288 142 863 774 425 211 204 146 349 152 148
internal_count=2378 2194 184 1949 1360 245 1072 209 142 589 157 378 121 257 288 142 863 774 425 211 204 146 349 152 148
is_linear=0
shrinkage=0.0032998


Tree=4871
num_leaves=18
num_cat=0
split_feature=1 4 4 14 1 0 39 4 0 0 4 12 4 12 0 4 4
split_gain=26.9824 2.85708 2.7937 1.74109 1.57223 1.88387 1.55277 1.8079 0.72341 0.703419 2.28101 0.651201 0.552409 0.473669 0.446585 0.254557 0.202851
threshold=0.10752500000000002 0.27552000000000004 -0.039459999999999995 0.062655000000000016 0.12419000000000001 -0.11912999999999999 0.081875000000000017 -0.50665499999999986 -0.076539999999999983 -0.10417499999999999 0.0047850000000000011 0.092215000000000005 -0.0084099999999999991 -0.078454999999999983 -0.067329999999999987 0.24726500000000004 -0.42305999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 -4 7 -1 9 10 -9 -11 16 -6 -15 -7 -10
right_child=2 -3 4 -5 13 15 -8 8 12 11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0024657061979076631 0.0015844437741226488 0.0011569261509295748 0.00071087188311757415 0.0024092154517891852 0.00046145708133942431 0.001540439133386567 0.0014973683920796537 0.0012262207303086455 0.0020125102094210074 0.002016055578005846 0.0020405410494320946 0.001816056052664875 0.0015394409884005571 0.00058096938461374144 0.0010063008735538125 0.0012128091847301915 0.0017998523131159869
leaf_weight=65 74 55 80 77 75 55 99 60 65 844 101 230 84 52 57 52 253
leaf_count=65 74 55 80 77 75 55 99 60 65 844 101 230 84 52 57 52 253
internal_value=0 0.00189985 0.000998425 0.00192159 0.000881442 0.00109482 0.00190072 0.00192416 0.00190263 0.00194252 0.00173729 0.00197326 0.00178 0.000664398 0.000803714 0.00138155 0.00184343
internal_weight=0 1933 445 1878 371 187 1801 1702 1637 1235 161 1074 402 184 109 107 318
internal_count=2378 1933 445 1878 371 187 1801 1702 1637 1235 161 1074 402 184 109 107 318
is_linear=0
shrinkage=0.0032998


Tree=4872
num_leaves=27
num_cat=0
split_feature=2 52 52 0 52 0 16 16 16 16 150 160 159 15 2 12 16 16 12 131 15 0 16 484 16 0
split_gain=0.452974 0.390714 0.463446 0.313225 0.791366 0.364403 0.530183 0.256919 0.238779 0.409451 0.35707 0.242298 0.215994 0.283928 0.257979 0.291141 0.210725 0.196307 0.169233 0.175226 0.153914 0.138486 0.135401 0.197729 0.134861 0.0876112
threshold=0.10836000000000003 -0.23818999999999999 0.044705000000000002 -0.042364999999999993 0.024560000000000002 0.024745000000000003 0.22945500000000005 -0.11180499999999999 0.014185000000000001 -0.088049999999999976 0.084925000000000014 0.051820000000000005 0.082200000000000009 -0.032704999999999991 0.083645000000000011 0.094045000000000004 0.029300000000000003 -0.072534999999999988 0.087355000000000002 0.078765000000000016 -0.17677499999999999 -0.12324999999999998 -0.0070899999999999991 -0.069439999999999988 -0.010379999999999999 -0.084444999999999978
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=3 -2 7 8 5 -5 -7 21 9 10 11 20 14 -14 15 24 -9 -4 -10 -20 -1 -3 23 -16 -11 -22
right_child=1 2 17 4 -6 6 -8 16 18 12 -12 -13 13 -15 22 -17 -18 -19 19 -21 25 -23 -24 -25 -26 -27
leaf_value=-0.0029404215970377165 0.013512436443269093 -0.0030521017103870849 0.015007642557226612 0.020673695347038674 0.032303672197346672 -0.0079738314815983851 0.015490932290958905 -0.014692152836634383 0.010494551000511375 0.015154802729676214 -0.007312483710896607 0.016730727639140863 0.027475909260661298 0.010416410656175471 0.017449123966644532 0.0048386016650293386 -0.0011854989255444817 0.002626714931496855 -0.0041600568080877231 0.0068450955507859896 0.0078762540254558363 0.008728433212416219 0.00084588914624547759 0.0077835488271564566 0.024993464321646178 0.00035533783251565668
leaf_weight=53 89 59 71 53 57 55 54 70 69 156 55 63 52 60 71 66 62 75 95 72 299 54 62 400 54 52
leaf_count=53 89 59 71 53 57 55 54 70 69 156 55 63 52 60 71 66 62 75 95 72 299 54 62 400 54 52
internal_value=0 0.0034468 0.00115105 0.00924005 0.0152364 0.0092201 0.00363443 -0.00331627 0.00845685 0.00926922 0.0054971 0.00700957 0.0114052 0.0183529 0.0104411 0.0146259 -0.00836173 0.00865988 0.00348206 0.000573922 0.0054892 0.00256164 0.00827082 0.00924438 0.0176933 0.00676716
internal_weight=0 480 391 1898 219 162 109 245 1679 1443 522 467 921 112 809 276 132 146 236 167 404 113 533 471 210 351
internal_count=2378 480 391 1898 219 162 109 245 1679 1443 522 467 921 112 809 276 132 146 236 167 404 113 533 471 210 351
is_linear=0
shrinkage=0.16829


Tree=4873
num_leaves=19
num_cat=0
split_feature=15 13 40 52 147 15 13 16 15 1456 16 13 15 52 160 16 42 376
split_gain=10.2295 3.16333 2.29479 1.41645 1.24336 0.933846 0.850196 0.647268 0.52733 0.513631 0.471132 0.42928 0.493063 0.323126 0.47693 0.385799 0.188743 0.122049
threshold=-0.2987999999999999 -0.16392499999999996 -0.037979999999999993 0.12066000000000002 0.089365000000000014 -0.031659999999999994 -0.0049299999999999995 0.52822500000000006 -0.4666249999999999 -0.071109999999999993 -0.087699999999999986 -0.079149999999999984 -0.13309999999999997 -0.082354999999999984 1.0000000180025095e-35 0.062910000000000008 0.090115000000000015 0.082945000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 6 8 5 9 17 13 -1 -4 -2 16 -13 14 -7 -15 -11 -3
right_child=1 2 4 -5 -6 7 -8 -9 -10 11 -12 12 -14 15 -16 -17 -18 -19
leaf_value=0.00035972861067937656 0.00037185085863183725 0.00073419254626133233 0.0013518485610977053 0.00076014011493135629 0.00073982197057928523 0.00093138639608855787 0.0011278750810377667 0.0016213734184567939 -7.8171606766712918e-05 0.0012757259952579595 0.00080767373979480958 0.0012908234050727301 0.00096988670761101556 0.0012651346786423723 0.0013051542087495164 0.00156032936850815 0.0010453172118458109 0.00050659806985607267
leaf_weight=54 53 53 93 54 61 77 55 57 67 144 56 63 327 929 74 52 56 53
leaf_count=54 53 53 93 54 61 77 55 57 67 144 56 63 327 929 74 52 56 53
internal_value=0 0.0011448 0.00117335 0.000315631 0.00120491 0.00122004 0.000794196 0.00127612 0.000116964 0.00112237 0.000596083 0.00108614 0.00102182 0.0012587 0.00111479 0.00128082 0.00121139 0.000620728
internal_weight=0 2203 2094 175 1933 1872 161 1189 121 683 109 590 390 1132 151 981 200 106
internal_count=2378 2203 2094 175 1933 1872 161 1189 121 683 109 590 390 1132 151 981 200 106
is_linear=0
shrinkage=0.0032998


Tree=4874
num_leaves=16
num_cat=0
split_feature=4 52 4 13 1375 48 13 133 13 155 4 4 2 12 42
split_gain=0.554118 0.40613 0.377991 0.321838 0.322238 0.328477 0.29277 0.272064 0.277916 0.260388 0.231364 0.177359 0.262174 0.111973 0.0919946
threshold=0.26450500000000005 0.044705000000000002 -0.49269499999999994 0.26379000000000002 -0.13067499999999996 -0.066944999999999991 0.055020000000000006 -0.14775499999999997 -0.0046699999999999997 1.0000000180025095e-35 -0.028814999999999997 0.41257000000000005 0.11252000000000002 0.087805000000000008 -0.026469999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 9 4 -4 -6 7 13 -9 -1 14 -2 -13 -7 -8
right_child=1 -3 3 -5 5 6 10 8 -10 -11 -12 12 -14 -15 -16
leaf_value=0.024041787095216864 -0.011638395901550875 0.010293179130649525 -0.0054009577333522232 0.020833257018418202 0.020964630203606918 0.020235321148144862 0.00090204111955811245 0.0063772030680620323 0.012362167121573467 0.0085170894419283969 0.0092146193259080005 0.0087717727925408565 -0.0056087446590851403 0.011094814976385163 -0.0085557756210079029
leaf_weight=72 54 88 53 53 53 65 64 1183 271 54 64 56 100 95 53
leaf_count=72 54 88 53 53 53 65 64 1183 271 54 64 56 100 95 53
internal_value=0 0.000690854 0.00845684 0.00787908 0.00751697 0.00788842 0.00750133 0.00822123 0.00749393 0.0174026 0.00107188 -0.00332442 -0.000434991 0.0148194 -0.00336691
internal_weight=0 298 2080 1954 1901 1848 1795 1614 1454 126 181 210 156 160 117
internal_count=2378 298 2080 1954 1901 1848 1795 1614 1454 126 181 210 156 160 117
is_linear=0
shrinkage=0.16829


Tree=4875
num_leaves=23
num_cat=0
split_feature=4 123 13 4 13 150 0 12 12 52 0 52 13 12 0 12 133 12 0 4 4 0
split_gain=21.6197 8.0583 3.19319 1.61202 1.49961 1.65859 0.909043 0.819764 0.669737 0.595319 0.594064 0.536159 0.874377 0.610657 0.390158 0.377113 0.351905 0.316996 0.308097 0.28917 0.187434 0.123484
threshold=0.30163500000000004 1.0000000180025095e-35 -0.23438999999999996 -0.060264999999999992 -0.026884999999999996 0.081245000000000026 -0.098524999999999988 0.090045000000000014 -0.089089999999999989 0.055990000000000005 -0.10264999999999998 -0.55089999999999983 0.039845000000000012 0.09334000000000002 -0.10075499999999998 0.083785000000000012 0.087195000000000009 0.084055000000000005 -0.037794999999999995 -0.0065299999999999993 0.024315000000000003 -0.07964499999999998
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 2 -1 6 7 10 -4 17 -3 14 -6 -8 15 -14 -2 -13 -12 -5 -16 -19 21 -9
right_child=9 8 3 4 5 -7 11 20 -10 -11 16 12 13 -15 18 -17 -18 19 -20 -21 -22 -23
leaf_value=0.00090288229367744795 0.00063673220543405712 0.0010446963172181124 0.0021720322788817202 0.0019342079908412787 0.0012871651212068415 0.00089954004341589924 0.00204821560643768 0.0014801415913432891 0.00056619487263662193 0.00085659459678597818 0.0016720211370696765 0.0019926971967405343 0.0012081855658599133 0.0016906859477970272 0.00016473855263440703 0.0017346297074757723 0.0013595723109040337 0.0015891518134688717 0.00051720579577385704 0.0018070731601401782 0.001400386627647241 0.0016853247845600853
leaf_weight=62 81 60 57 98 98 59 58 61 69 54 170 71 58 58 57 603 53 122 52 158 92 80
leaf_count=62 81 60 57 98 98 59 58 61 69 54 170 71 58 58 57 603 53 122 52 158 92 80
internal_value=0 0.00158839 0.00164104 0.00166516 0.00157289 0.00140953 0.00176616 0.00167442 0.000789027 0.00055009 0.00150316 0.00173884 0.00171608 0.00144974 0.000462792 0.00176187 0.00159792 0.00176989 0.000333211 0.00171225 0.0015194 0.00159681
internal_weight=0 2087 1958 1896 991 380 905 611 129 244 321 848 790 116 190 674 223 378 109 280 233 141
internal_count=2331 2087 1958 1896 991 380 905 611 129 244 321 848 790 116 190 674 223 378 109 280 233 141
is_linear=0
shrinkage=0.0032998


Tree=4876
num_leaves=16
num_cat=0
split_feature=1 1 132 0 160 4 1213 403 12 2 403 1 0 0 43
split_gain=0.503204 0.58226 0.238314 0.360823 0.267456 0.345815 0.249304 0.314055 0.302356 0.280803 0.240839 0.237209 0.19883 0.214252 0.0960902
threshold=0.14828500000000003 0.11846000000000002 0.087955000000000019 0.12445000000000002 0.11224000000000002 -0.0090299999999999981 0.084950000000000012 -0.10098499999999998 0.087435000000000013 0.085025000000000003 -0.085464999999999985 0.077800000000000022 -0.075914999999999996 -0.042364999999999993 -0.080044999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 -8 -1 -9 14 -3 -14 -4
right_child=-2 12 11 -5 5 -7 8 10 -10 -11 -12 -13 13 -15 -16
leaf_value=0.025340156150003512 0.024639664009466076 -0.0063300212334378384 0.0026303739549903482 0.021779208769937736 0.010500051455140854 -0.0088140828588285525 -0.0073303914266815541 -0.0016704821186966337 0.008820450936897567 0.010754858872428094 0.0097580408605588004 -0.0064614252859953687 0.011206065575139586 -0.0030585653792393071 0.012232308817982809
leaf_weight=69 53 91 65 65 52 53 53 54 86 83 1380 53 60 59 55
leaf_count=69 53 91 65 65 52 53 53 54 86 83 1380 53 60 59 55
internal_value=0 0.00803439 0.00889181 0.00943808 0.00899875 0.000733902 0.00950079 0.0101001 0.00264929 0.0173876 0.00932643 0.00289766 -0.000400587 0.00411859 0.00704623
internal_weight=0 2278 2068 1895 1830 105 1725 1586 139 152 1434 173 210 119 120
internal_count=2331 2278 2068 1895 1830 105 1725 1586 139 152 1434 173 210 119 120
is_linear=0
shrinkage=0.16829


Tree=4877
num_leaves=12
num_cat=0
split_feature=40 1 123 475 1 2 3 0 159 1 48
split_gain=0.364899 0.575617 0.47451 0.243635 0.247138 0.353892 0.293791 0.277388 0.229995 0.324351 0.235371
threshold=-0.084904999999999994 0.14426500000000003 0.08969000000000002 0.036560000000000002 0.11212500000000002 -0.00097499999999999985 -0.079324999999999993 -0.12324999999999998 0.087395000000000014 0.079020000000000021 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8 10 -10 -7
right_child=1 -3 -4 -5 6 8 7 -9 9 -11 -12
leaf_value=-0.0035571095273332913 0.020485352156378273 0.023287867802635108 -0.0079144413391895544 0.016943017763896024 -0.0087829708050978037 0.008550853097113828 -0.0033342070495024846 0.011521136456539141 0.0072617144014549525 -0.0067280455968345256 0.0014879483152348031
leaf_weight=89 59 63 59 73 57 1439 60 87 120 77 148
leaf_count=89 59 63 59 73 57 1439 60 87 120 77 148
internal_value=0 0.00741711 0.00695742 0.00737215 0.00702996 0.0076454 0.0014611 0.00544551 0.00721975 0.00178452 0.00789331
internal_weight=0 2242 2179 2120 2047 1843 204 147 1784 197 1587
internal_count=2331 2242 2179 2120 2047 1843 204 147 1784 197 1587
is_linear=0
shrinkage=0.16829


Tree=4878
num_leaves=17
num_cat=0
split_feature=39 13 16 14 0 16 0 0 0 123 43 155 16 13 1213 50
split_gain=17.7507 10.1655 2.59503 2.31958 2.01359 1.34955 1.17226 1.24398 1.12326 1.11873 1.40593 0.793497 0.675854 0.648774 0.343858 0.278189
threshold=0.081875000000000017 -0.23438999999999996 -0.26987499999999992 -0.23960999999999996 -0.10417499999999999 -0.0101 -0.098524999999999988 -0.16242999999999996 -0.079119999999999982 0.09394000000000001 -0.069434999999999983 0.10772000000000002 -0.07662999999999999 0.0049200000000000008 -0.10156 0.10956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 7 -3 14 10 12 13 -2 -10 -6 -16
right_child=9 2 3 4 8 -7 -8 -9 11 -11 -12 -13 -14 -15 15 -17
leaf_value=0.00023223208819355253 7.4523883556068375e-05 0.00071465662297474301 0.0006482580473543936 0.001221120709849496 0.0016911268837783175 0.00055828996165573649 0.00053059703532353007 0.0013513946849356014 0.00130342831901317 -9.2461541186926417e-05 0.00091470229416483408 0.0015956582363519602 0.00050404524792912228 0.0010382259260543173 0.0014663405872683338 0.0012713114609379931
leaf_weight=103 80 56 52 95 69 52 56 84 412 53 52 78 80 135 782 92
leaf_count=103 80 56 52 95 69 52 56 84 412 53 52 78 80 135 782 92
internal_value=0 0.00124313 0.00129615 0.00133616 0.00135699 0.00098689 0.000935315 0.00109695 0.00139167 0.000335792 0.000443021 0.00128273 0.000289505 0.00123804 0.00146384 0.00144585
internal_weight=0 2066 1963 1767 1715 147 196 140 1568 265 212 625 160 547 943 874
internal_count=2331 2066 1963 1767 1715 147 196 140 1568 265 212 625 160 547 943 874
is_linear=0
shrinkage=0.0032998


Tree=4879
num_leaves=18
num_cat=0
split_feature=4 12 4 15 15 1213 402 402 159 159 2 39 4 13 39 52 42
split_gain=0.322183 0.52478 0.30137 0.298541 0.235935 0.235262 0.266921 0.516176 0.253033 0.286466 0.29592 0.200392 0.272583 0.37679 0.186558 0.163119 0.105294
threshold=0.024315000000000003 -0.10236499999999998 0.076415000000000025 -0.040804999999999994 -0.070049999999999987 -0.097649999999999987 0.095250000000000015 0.083730000000000013 0.087395000000000014 0.094480000000000022 0.090310000000000015 0.085495000000000015 -0.47860499999999995 0.053240000000000003 0.088550000000000004 0.044705000000000002 0.082755000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 14 -3 -1 7 8 11 -10 -11 12 -7 -14 15 16 -4
right_child=1 2 3 -5 -6 6 -8 -9 9 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.015672033382716322 0.018346725836851607 0.0015705972228154076 -0.0022720994197792063 0.01294956235949234 -0.011604824798341665 0.01722485700110004 0.016246473688221852 -0.0077459489199512271 -0.0087523737041370515 -0.0015317129854805157 0.015244990634139224 2.1486595330184452e-05 0.0090933788554023263 -0.00094549586605884842 -0.0058169495147913754 0.010630559175249294 0.0069286972491945714
leaf_weight=102 59 81 101 85 73 100 90 66 54 66 54 79 1005 118 72 72 54
leaf_count=102 59 81 101 85 73 100 90 66 54 66 54 79 1005 118 72 72 54
internal_value=0 0.00327685 0.00162087 0.00414573 -0.00466323 0.00781561 0.00732348 0.00680152 0.00745323 0.00141331 0.00600283 0.00825903 0.00878967 0.00803694 0.00163696 0.00400911 0.000921749
internal_weight=0 597 538 384 154 1734 1632 1542 1476 174 120 1302 1223 1123 299 227 155
internal_count=2331 597 538 384 154 1734 1632 1542 1476 174 120 1302 1223 1123 299 227 155
is_linear=0
shrinkage=0.16829


Tree=4880
num_leaves=21
num_cat=0
split_feature=4 123 3 1 52 52 1 11 4 1453 1 1 394 3 4 3 0 1 130 1
split_gain=11.6179 3.91526 1.4474 1.16855 0.93851 1.11629 1.01254 0.880744 0.542104 0.502653 0.420771 0.377261 0.353851 0.323803 0.220733 0.218478 0.217892 0.158396 0.0815135 0.045794
threshold=0.30163500000000004 1.0000000180025095e-35 0.149315 0.12007000000000002 -0.046924999999999988 -0.092264999999999986 1.0000000180025095e-35 0.076270000000000018 0.41939500000000002 -1.0000000180025095e-35 0.14602500000000004 0.10557500000000002 -0.0088999999999999982 -0.078344999999999984 -0.01712 -0.029309999999999996 -0.14032999999999998 0.076010000000000008 -0.0087849999999999977 0.13604000000000002
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 2 4 8 5 13 -7 9 -2 -6 19 -3 18 14 17 -15 -14 -1 -11 -5
right_child=3 11 -4 10 7 6 -8 -9 -10 12 -12 -13 16 15 -16 -17 -18 -19 -20 -21
leaf_value=0.00099056902690509551 0.00038268495645234132 0.00070051118866789805 0.00061632366323540442 0.00021628285548330213 0.0015066435667144614 0.0010541339979273068 0.00051051378430208311 0.00076149452985039006 0.00085646015605795624 0.0014415921969047594 -7.5822423335881019e-05 0.00035047188214708079 0.00096881938217835179 0.00083474001851155508 0.0013071105589236949 0.0011041235019318648 0.0011800007584636641 0.0012012588786192823 0.0012586837887934822 0.00035754948011285602
leaf_weight=74 54 76 60 52 57 74 76 52 52 66 52 61 58 62 99 74 1081 90 53 52
leaf_count=74 54 76 60 52 57 74 76 52 52 66 52 61 58 62 99 74 1081 90 53 52
internal_value=0 0.00108486 0.00112228 0.000347969 0.00113811 0.00102239 0.000778935 0.00118455 0.000615435 0.00120125 0.000166003 0.000544911 0.00118739 0.00111383 0.00118209 0.000981575 0.00116928 0.00110641 0.00136042 0.000287255
internal_weight=0 2113 1976 262 1916 549 150 1367 106 1315 156 137 1258 399 263 136 1139 164 119 104
internal_count=2375 2113 1976 262 1916 549 150 1367 106 1315 156 137 1258 399 263 136 1139 164 119 104
is_linear=0
shrinkage=0.0032998


Tree=4881
num_leaves=13
num_cat=0
split_feature=4 0 4 49 52 150 39 1185 13 12 4 43
split_gain=0.50574 0.374545 0.302171 0.325897 0.285343 0.31353 0.287942 0.22807 0.196314 0.229614 0.236774 0.149578
threshold=0.30163500000000004 -0.22984499999999997 0.17982000000000001 -0.081589999999999982 0.055990000000000005 0.081245000000000026 0.085495000000000015 0.086265000000000022 -0.16392499999999996 -0.083994999999999986 0.082475000000000007 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 6 -2 8 -5 -10 -11 -3
right_child=4 2 -4 7 -6 -7 -8 -9 9 10 -12 -13
leaf_value=0.019142875408086596 -0.014943168473064006 0.0031090409689032142 0.014137833113042295 -0.0044224932332818968 0.0081110096015539739 0.0055055725063966696 0.00032606769231257227 0.016084091185192356 -0.0034729623879489017 0.0060286077785336534 -0.0049964017952896051 -0.0081598942523636031
leaf_weight=55 95 58 99 62 57 55 55 53 82 1569 57 78
leaf_count=55 95 58 99 62 57 55 55 53 82 1569 57 78
internal_value=0 0.00542543 0.00505796 0.00459818 -0.00240894 -0.00534277 -0.00933247 0.00519143 0.00486425 0.00520241 0.00564102 -0.00334081
internal_weight=0 2113 2058 1959 262 205 150 1823 1770 1708 1626 136
internal_count=2375 2113 2058 1959 262 205 150 1823 1770 1708 1626 136
is_linear=0
shrinkage=0.16829


Tree=4882
num_leaves=14
num_cat=0
split_feature=3 30 0 401 403 13 47 47 124 52 13 157 52
split_gain=0.550599 0.315581 0.274172 0.204961 0.560185 0.372066 0.269724 0.523567 0.276881 0.227132 0.220961 0.16966 0.0721004
threshold=0.30112000000000005 0.086065000000000016 -0.23046999999999998 0.080190000000000011 0.093800000000000008 -0.00038499999999999998 1.0000000180025095e-35 0.089640000000000011 -0.086944999999999981 -0.034054999999999995 0.23904000000000003 0.12040000000000002 0.089325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 8 -8 -4 -9 11 -10 -11
right_child=-2 -3 3 4 -6 -7 7 9 10 12 -12 -13 -14
leaf_value=0.014473388793733999 -0.0082967993570976697 -0.0076950182924376267 -0.0076998722901670492 -2.3343877687013189e-05 0.009614294624461648 -0.018842174641953639 0.024586832012106711 -0.0011351213027821589 0.0051464523979713453 0.012922353725228314 -0.0061326795754242849 -0.004354926211894608 0.0050611803170219471
leaf_weight=78 102 60 55 70 87 52 54 79 1484 92 54 55 53
leaf_count=78 102 60 55 70 87 52 54 79 1484 92 54 55 53
internal_value=0 0.00433652 0.00466354 0.00430431 -0.000693701 -0.00805921 0.0048476 0.00970112 0.00402777 0.00610457 0.00443381 0.00480573 0.0100613
internal_weight=0 2273 2213 2135 209 122 1926 278 1648 224 1593 1539 145
internal_count=2375 2273 2213 2135 209 122 1926 278 1648 224 1593 1539 145
is_linear=0
shrinkage=0.16829


Tree=4883
num_leaves=27
num_cat=0
split_feature=1 12 1 2 2 15 15 12 15 48 1447 160 11 1 15 42 157 1 2 484 2 1447 43 12 2 12
split_gain=11.8819 3.80705 1.96969 1.76397 1.16704 0.913871 0.819581 0.568803 0.41588 0.39672 0.392042 0.365005 0.341719 0.500781 0.808562 0.35239 0.308252 0.311484 0.304743 0.229306 0.222236 0.213945 0.207198 0.171895 0.169913 0.0640098
threshold=0.118385 0.054520000000000006 0.089625000000000024 0.14823500000000003 -0.007134999999999999 -0.10981499999999998 -0.0036549999999999998 0.091255000000000017 -0.097499999999999989 0.085890000000000008 -0.086059999999999984 0.08926000000000002 0.080705000000000013 0.078015000000000015 0.09167500000000002 0.089905000000000013 -0.079969999999999986 0.089275000000000007 0.095195000000000016 0.085225000000000009 0.093255000000000018 -1.0000000180025095e-35 -0.073404999999999984 0.093595000000000025 0.10161500000000002 0.096780000000000019
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 2 20 4 -2 -6 8 10 -4 -10 -3 16 13 18 15 -15 19 21 23 -12 -1 -18 25 -9 -24 -20
right_child=3 7 6 -5 5 -7 -8 12 9 -11 11 -13 -14 14 -16 -17 17 -19 22 -21 -22 -23 24 -25 -26 -27
leaf_value=0.001324441166690331 0.00025595674388443279 0.0015743127107572131 0.00080648808596242333 2.8942595558633397e-05 0.00052533805570467674 0.00105450222798985 0.0010284677818482371 0.001202946848490712 0.00028809684630494198 0.00067101970872896508 0.0015425497245852543 0.0014840074932649246 0.0013916985292605627 0.0006325530901295309 0.0012630555602212348 0.0010023656261560843 0.0010554709168444781 0.0010066061874025121 0.001176557209661565 0.0012475383801302357 0.0010684216324113361 0.0012773774972486018 0.0012081436512805521 0.0014183683878581119 0.00099425596997041094 0.001348051620907645
leaf_weight=79 67 56 81 76 73 70 75 74 54 66 70 93 76 52 84 63 54 61 52 52 74 542 69 99 108 55
leaf_count=79 67 56 81 76 73 70 75 74 54 66 70 93 76 52 84 63 54 61 52 52 74 542 69 99 108 55
internal_value=0 0.00117757 0.000900176 0.000460207 0.000616116 0.000784616 0.000733373 0.00124924 0.000623087 0.000498998 0.00130385 0.00128644 0.00117995 0.00115537 0.00101613 0.000835452 0.00126281 0.00123411 0.00121593 0.0014171 0.00120085 0.00125733 0.00114849 0.00132643 0.00107783 0.00126504
internal_weight=0 2089 429 286 210 143 276 1660 201 120 928 872 732 656 199 115 779 657 457 122 153 596 284 173 177 107
internal_count=2375 2089 429 286 210 143 276 1660 201 120 928 872 732 656 199 115 779 657 457 122 153 596 284 173 177 107
is_linear=0
shrinkage=0.0032998


Tree=4884
num_leaves=15
num_cat=0
split_feature=3 97 15 3 51 2 133 158 12 41 15 15 2 1
split_gain=0.429135 0.340344 0.161035 0.265744 0.312325 0.380969 0.211623 0.228015 0.308888 0.299291 0.217594 0.199049 0.189787 0.122813
threshold=0.31370500000000007 -0.0047149999999999996 -0.40312499999999996 -0.0035149999999999995 -1.0000000180025095e-35 0.09857500000000001 -0.4582 0.07968500000000002 -0.090699999999999989 0.077565000000000009 -0.091604999999999978 -0.4680149999999999 0.083815000000000014 0.10732500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 6 -5 -6 -4 8 -8 -10 -9 -3 -12 -7
right_child=-2 2 3 4 5 13 7 10 9 -11 12 -13 -14 -15
leaf_value=-0.0079598175133793123 -0.0078794950211927318 0.0060569649452041361 0.01333823970604717 0.0018577311809091631 0.023042630514148895 0.0015673517015789512 -0.0090541331817979506 0.018365492068547748 0.0042873317215237645 -0.0072092347698357586 0.013742939971765775 -0.0078448928081191419 0.0013667215025237381 0.013177622611871557
leaf_weight=61 83 55 72 89 77 52 55 55 1444 67 56 62 95 52
leaf_count=61 83 55 72 89 77 52 55 55 1444 67 56 62 95 52
internal_value=0 0.00443122 0.00477082 0.00510736 0.0100435 0.0140586 0.00438362 0.00401877 0.0033246 0.00377637 0.00928708 -0.00129448 0.00596848 0.00738976
internal_weight=0 2292 2231 2114 270 181 1844 1772 1566 1511 206 117 151 104
internal_count=2375 2292 2231 2114 270 181 1844 1772 1566 1511 206 117 151 104
is_linear=0
shrinkage=0.16829


Tree=4885
num_leaves=29
num_cat=0
split_feature=1 1 12 1 4 4 16 12 16 43 12 4 16 4 16 51 4 16 4 16 4 12 1 1 43 43 43 12
split_gain=19.8743 2.47588 2.14294 2.05253 1.20547 0.904853 0.885848 0.848345 0.77075 0.654871 0.600164 0.545274 0.54248 0.496472 0.374735 0.526392 0.598167 0.370805 0.255005 0.233338 0.230282 0.223243 0.227163 0.219705 0.198104 0.179978 0.0644969 0.0391211
threshold=0.10892500000000001 0.092415000000000011 0.054520000000000006 0.12541500000000003 0.043850000000000007 -0.012419999999999999 -0.5020199999999998 -0.010219999999999998 -0.38959499999999997 -0.0019149999999999998 0.083785000000000012 -0.077604999999999993 -0.0084099999999999991 0.25472500000000003 0.14091500000000004 0.081440000000000026 -0.0068249999999999986 -0.0054549999999999989 -0.082384999999999986 -0.0058249999999999994 -0.072054999999999994 0.092900000000000024 0.08826500000000001 0.14039500000000002 -0.082894999999999983 -0.079774999999999985 -0.017259999999999998 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 7 9 -3 -6 -2 -5 10 12 -4 -1 -9 15 16 20 21 -19 26 -11 22 -12 -10 -20 -23 -8 -13
right_child=3 2 11 8 6 -7 19 13 23 14 17 27 -14 -15 -16 -17 -18 18 24 -21 -22 25 -24 -25 -26 -27 -28 -29
leaf_value=0.0021660509948601015 0.00066285727834661549 0.0013404627844701275 0.0017924171720156668 0.00033206503757611939 0.0017702598048405329 0.0008036373217582798 0.0012711439119775371 0.0013171211551252847 0.00086412214277851009 0.0016513932846354031 0.0017379429751370181 0.0014833805497390874 0.0017052614623690066 0.00092945175272777256 0.0013171493359027408 0.0013547745891427561 0.001952940539495408 0.0013835874110714674 0.0017398870457174286 0.0014541845470465256 0.0014044760368375428 0.001744609325452177 0.0019671733829807626 0.00057909682781615186 0.0015248567365032479 0.0014785970003010976 0.0010981151258516049 0.0013531040024789181
leaf_weight=59 53 57 67 93 54 87 53 85 65 158 422 63 55 64 61 76 63 58 103 56 59 54 56 56 94 64 52 61
leaf_count=59 53 57 67 93 54 87 53 85 65 158 422 63 55 64 61 76 63 58 103 56 59 54 56 56 94 64 52 61
internal_value=0 0.00157951 0.00132104 0.0007842 0.0016337 0.00101638 0.00140282 0.00102298 0.000558644 0.00166959 0.00171718 0.00155055 0.00194405 0.00115084 0.0015594 0.00160081 0.00166746 0.00168674 0.00157986 0.00127936 0.00158442 0.00173241 0.00176487 0.000732501 0.00163746 0.00160063 0.00118579 0.00141958
internal_weight=0 1932 335 416 1597 144 215 202 214 1382 965 191 114 149 417 356 280 851 255 161 217 596 478 121 197 118 105 124
internal_count=2348 1932 335 416 1597 144 215 202 214 1382 965 191 114 149 417 356 280 851 255 161 217 596 478 121 197 118 105 124
is_linear=0
shrinkage=0.0032998


Tree=4886
num_leaves=12
num_cat=0
split_feature=1186 457 47 4 1374 1 1204 157 13 13 0
split_gain=0.315762 0.219988 0.214675 0.211715 0.20516 0.239845 0.222517 0.231169 0.201093 0.0961209 0.0896734
threshold=0.068350000000000008 0.10823000000000001 0.094825000000000007 0.036620000000000007 0.086000000000000007 0.14551500000000003 -0.083434999999999981 -0.15918499999999997 -0.16392499999999996 -0.070174999999999987 -0.10891999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 -1 -8 -9 -4 -5
right_child=-2 -3 3 10 -6 -7 7 8 -10 -11 -12
leaf_value=0.015042423511767327 0.016844871131858837 -0.0052395714571169313 0.011095078068010768 0.0011192471787956552 0.016531937013183569 0.016869251439049496 0.014860369055192533 -0.0030771113983900119 0.0052561757774938741 0.0012360179183866845 -0.00805889326401504
leaf_weight=68 70 54 55 53 53 55 68 86 1659 58 69
leaf_count=68 70 54 55 53 53 55 68 86 1659 58 69
internal_value=0 0.00535653 0.00561462 0.000795623 0.00618308 0.00589884 0.00557711 0.00522111 0.00484445 0.00605057 -0.00405694
internal_weight=0 2278 2224 235 1989 1936 1881 1813 1745 113 122
internal_count=2348 2278 2224 235 1989 1936 1881 1813 1745 113 122
is_linear=0
shrinkage=0.16829


Tree=4887
num_leaves=20
num_cat=0
split_feature=3 11 11 49 49 3 483 48 49 1 3 43 12 4 1 49 12 3 4
split_gain=0.282452 0.425907 0.372381 0.352198 0.397555 0.311572 0.366305 0.254519 0.22166 0.238467 0.285252 0.196221 0.176683 0.162272 0.245234 0.433175 0.163432 0.156392 0.0655551
threshold=-0.081024999999999986 0.093740000000000018 0.08326500000000002 -0.066414999999999988 -0.022974999999999999 -0.080504999999999979 -0.069964999999999986 0.086515000000000022 -0.053439999999999994 0.090485000000000024 -0.088714999999999988 0.0035900000000000007 0.083785000000000012 -0.15805499999999997 0.080475000000000005 0.084945000000000007 0.087745000000000004 -0.093979999999999994 -0.081479999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 7 -5 -6 -7 -2 -1 11 -11 12 -10 -8 16 -16 -15 -14 -13
right_child=3 -3 -4 4 5 6 13 -9 9 10 -12 18 17 14 15 -17 -18 -19 -20
leaf_value=-0.0014942549196238718 0.018151175924634614 -0.0070151939442417398 0.021334539323362926 -0.011338978874093429 -0.0098923746266156125 -0.010356817745818111 0.011123502853107599 0.0044411239906339646 0.014843117843819335 0.0069988532419886472 0.023893873219497874 -0.0040491340532921747 0.011511888133175408 0.013123393934377794 0.0028925169603412145 -0.012210975109529176 0.0046686957615749451 0.0051022366202522701 0.0041785579633268882
leaf_weight=85 68 61 52 61 53 52 86 89 82 63 52 58 139 84 367 63 289 492 52
leaf_count=85 68 61 52 61 53 52 86 89 82 63 52 58 139 84 367 63 289 492 52
internal_value=0 0.00664901 0.00742605 0.00295158 0.00184282 0.00265357 0.00336211 0.0103907 0.00671731 0.00746335 0.014654 0.0064564 0.00747711 0.00416659 0.00341927 0.000675502 0.00657752 0.00651704 -0.000143347
internal_weight=0 1136 1075 1212 1055 994 941 157 1023 938 115 823 713 889 803 430 373 631 110
internal_count=2348 1136 1075 1212 1055 994 941 157 1023 938 115 823 713 889 803 430 373 631 110
is_linear=0
shrinkage=0.16829


Tree=4888
num_leaves=23
num_cat=0
split_feature=4 12 4 0 12 4 150 0 0 0 42 11 0 158 39 1455 52 12 403 0 4 0
split_gain=14.4575 5.01857 1.91485 2.47325 1.40937 1.07212 0.846398 0.834323 0.605931 0.532617 0.47046 0.527263 0.734351 0.466921 0.367545 0.18979 0.168599 0.280835 0.217357 0.157785 0.139277 0.102567
threshold=0.30163500000000004 0.077755000000000005 -0.17689999999999997 -0.076539999999999983 0.13332500000000003 0.053010000000000009 0.087170000000000011 -0.010949999999999998 -0.15061499999999997 -0.10185499999999999 0.090040000000000023 1.0000000180025095e-35 -0.064804999999999988 0.080150000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.28251000000000009 0.093765000000000015 -0.011964999999999998 -0.07304999999999999 0.11057000000000002 -0.18560999999999997
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 2 -1 6 5 10 8 9 -4 21 11 12 15 20 -10 -3 17 18 -12 -19 -7 -2
right_child=7 4 3 -5 -6 13 -8 -9 14 -11 16 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0017270422892879894 0.00073060874431897526 0.0019975457807550312 0.0017483941799875517 0.0007330142603946835 0.0011832268058402525 0.0013227470423163082 0.0010017529080496156 0.0011235891776692122 0.0011644825425241874 0.00047671561860862283 0.0019303932903949371 0.0020378014251555515 0.0014258152757581591 0.0017643945524896242 0.0015342254390458832 0.0017930107041342943 0.0015280119389575451 0.0017297198594379219 0.0016873897033081926 0.0014921482078799429 0.0015376383223685204 0.00094026934572241302
leaf_weight=96 53 56 62 91 52 86 52 64 62 78 76 99 60 58 58 825 78 55 95 79 59 54
leaf_count=96 53 56 62 91 52 86 52 64 62 78 76 99 60 58 58 825 78 55 95 79 59 54
internal_value=0 0.00163923 0.00131675 0.00119545 0.00172012 0.00173727 0.00137513 0.000797976 0.00148161 0.000685141 0.00176942 0.00180624 0.00178184 0.00151174 0.00134349 0.00180605 0.00166933 0.00170535 0.0017956 0.00158992 0.00141043 0.000836748
internal_weight=0 2099 421 325 1678 1626 234 249 182 185 1423 1040 941 203 120 881 383 305 171 134 145 107
internal_count=2348 2099 421 325 1678 1626 234 249 182 185 1423 1040 941 203 120 881 383 305 171 134 145 107
is_linear=0
shrinkage=0.0032998


Tree=4889
num_leaves=11
num_cat=0
split_feature=393 15 147 479 1447 47 1453 484 15 47
split_gain=0.294515 0.251155 0.246909 0.189197 0.284798 0.159585 0.182273 0.170394 0.1399 0.14659
threshold=0.088255000000000014 0.12730000000000002 0.089365000000000014 0.086465000000000014 -0.086059999999999984 0.094825000000000007 -0.077384999999999995 0.023665000000000002 -0.061559999999999997 0.12209500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 9 -7
right_child=-2 -3 -4 -5 5 8 7 -9 -10 -11
leaf_value=0.015045386132849468 0.014774203536860268 0.014371490758754693 -0.0047701092439386807 -0.0050141658201887304 -0.0040503193094638011 -0.00045077701906928177 0.0047899532858140916 0.0094180064903427591 -0.0072063970675137002 0.010220596862007346
leaf_weight=78 87 75 79 54 58 121 1423 269 52 52
leaf_count=78 87 75 79 54 58 121 1423 269 52 52
internal_value=0 0.00478497 0.00445525 0.00480199 0.00506106 0.00466584 0.00520836 0.0055268 0.000438228 0.00274642
internal_weight=0 2261 2186 2107 2053 1975 1750 1692 225 173
internal_count=2348 2261 2186 2107 2053 1975 1750 1692 225 173
is_linear=0
shrinkage=0.16829


Tree=4890
num_leaves=22
num_cat=0
split_feature=4 52 457 52 15 3 1 3 15 4 401 3 13 4 2 2 52 52 3 401 15
split_gain=0.406702 0.502273 0.276222 0.248827 0.24618 0.2858 0.292627 0.261283 0.260973 0.212446 0.203972 0.210254 0.298555 0.26669 0.197273 0.248658 0.184999 0.175987 0.124766 0.118533 0.0571238
threshold=0.024315000000000003 -0.084674999999999986 0.094845000000000013 -0.021489999999999995 0.041820000000000003 -0.10077999999999999 0.13630500000000004 -0.078584999999999988 -0.071974999999999983 -0.49269499999999994 0.086810000000000012 -0.09224499999999998 -0.091769999999999977 -0.040969999999999993 0.09772500000000002 0.10672500000000001 -0.093914999999999985 -0.15824499999999997 -0.1535 0.10910000000000002 0.086195000000000008
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=2 -2 9 -3 5 -5 7 -7 -9 17 11 13 -13 18 16 -16 -14 -1 -11 -12 -20
right_child=1 3 -4 4 -6 6 -8 8 -10 10 19 12 14 -15 15 -17 -18 -19 20 -21 -22
leaf_value=0.0061357556852166878 -0.010897551920705809 0.012790753501964045 0.017928162040883485 0.013318942176598774 -0.008816231839488509 -0.0070853693558050835 -0.0095801584947221904 0.0024688264996553444 0.015685847505168962 0.0092280299902265089 0.015789540992086591 -0.0034401576836111205 -0.00076737457466226333 -0.010326593265722359 0.018540931832181043 0.0057921564658188892 0.0060140121378629112 0.018839957145911981 -0.003948279035695678 0.0062054976381896226 0.003519664400028689
leaf_weight=66 89 62 52 63 58 55 61 166 57 59 72 103 133 57 75 104 776 59 59 76 57
leaf_count=66 89 62 52 63 58 55 61 166 57 59 72 103 133 57 75 104 776 59 59 76 57
internal_value=0 0.000783852 0.00583133 0.00277895 0.00142563 0.00290778 0.000967661 0.00328857 0.00585522 0.00545938 0.00492616 0.00430565 0.00520859 -0.000321953 0.00602901 0.0111439 0.00501982 0.0121465 0.00292644 0.0108801 -0.000263198
internal_weight=0 611 1748 522 460 402 339 278 223 1696 1571 1423 1191 232 1088 179 909 125 175 148 116
internal_count=2359 611 1748 522 460 402 339 278 223 1696 1571 1423 1191 232 1088 179 909 125 175 148 116
is_linear=0
shrinkage=0.16829


Tree=4891
num_leaves=19
num_cat=0
split_feature=2 30 2 2 2 0 39 0 11 0 0 456 155 133 402 133 16 16
split_gain=8.93046 4.4831 1.90912 1.82472 1.42343 1.36593 0.863185 0.759068 0.698961 0.759355 0.37261 0.319524 0.242986 0.34721 0.242067 0.210629 0.097579 0.0818803
threshold=0.11891500000000001 0.086065000000000016 0.15630500000000003 0.10060500000000001 -0.098699999999999982 -0.12324999999999998 0.087690000000000004 -0.085309999999999983 1.0000000180025095e-35 -0.11327499999999999 -0.15385999999999997 0.088285000000000016 0.11245500000000001 0.026115000000000003 0.11353000000000001 -0.0084449999999999994 0.057675000000000011 -0.083104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 17 7 -2 9 10 -6 14 13 15 -11 -7 -9 -5
right_child=2 -3 -4 5 8 12 -8 16 -10 11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00084311839414667863 0.00056891015420159924 0.00034864752372074651 8.7914550505345613e-05 0.00064809187959627976 0.0012526190928036974 0.0011612702728502355 0.00037991899297309928 0.00092875569619909715 0.0016365204088235371 0.001317864074583279 0.00088746331874145414 0.0015956186282615791 0.0013895613390838074 0.0012830886493245791 0.0015250075924703788 0.00087533256474109887 0.0011338489701141264 0.00083428494879045367
leaf_weight=68 60 60 60 53 61 55 52 53 79 1257 63 52 52 95 67 61 55 56
leaf_count=68 60 60 60 53 61 55 52 53 79 1257 63 52 52 95 67 61 55 56
internal_value=0 0.00123834 0.000610328 0.00126476 0.00131199 0.00105554 0.000752645 0.000867802 0.00133216 0.00131611 0.00106738 0.0013385 0.00118449 0.00113379 0.00132837 0.00101121 0.00103353 0.000744074
internal_weight=0 2079 280 2019 1647 372 220 168 1579 1500 124 1376 263 211 1324 116 108 109
internal_count=2359 2079 280 2019 1647 372 220 168 1579 1500 124 1376 263 211 1324 116 108 109
is_linear=0
shrinkage=0.0032998


Tree=4892
num_leaves=15
num_cat=0
split_feature=10 1446 1425 52 14 160 48 51 51 160 10 42 156 42
split_gain=0.294797 0.185035 0.176717 0.23725 0.264736 0.203856 0.186446 0.201206 0.260441 0.182579 0.162668 0.147893 0.109192 0.167562
threshold=-1.0000000180025095e-35 0.097670000000000021 0.084940000000000015 -0.082354999999999984 0.019675000000000002 -0.020454999999999997 0.11224000000000002 0.093530000000000016 0.07955000000000001 -0.061724999999999995 -0.094984999999999986 -0.090974999999999986 0.0010500000000000004 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 6 -2 7 8 -5 -9 -1 -7 13 -13
right_child=1 -3 -4 4 -6 11 -8 9 -10 -11 -12 12 -14 -15
leaf_value=0.0036553360529750266 -0.0064126851042702101 0.013506410005417181 0.014527053904779937 0.0054849825743886801 0.017169263454266663 0.010305608581858293 -0.0033043496922919081 0.0054096909410002014 -0.0055806411928496771 0.018330551251946138 -0.0086871909726886441 -0.0046200126857170011 0.0073534678735712872 0.0036447214520979702
leaf_weight=53 80 72 52 1302 54 64 70 61 63 64 70 124 72 158
leaf_count=53 80 72 52 1302 54 64 70 61 63 64 70 124 72 158
internal_value=0 0.00509968 0.00481914 0.00457927 0.00557041 0.00136341 0.00516776 0.00556699 0.00497295 0.0120395 -0.00335426 0.00285596 0.00150405 4.21214e-06
internal_weight=0 2236 2164 2112 1614 498 1560 1490 1365 125 123 418 354 282
internal_count=2359 2236 2164 2112 1614 498 1560 1490 1365 125 123 418 354 282
is_linear=0
shrinkage=0.16829


Tree=4893
num_leaves=25
num_cat=0
split_feature=4 3 1 4 40 2 1 14 158 2 52 3 3 4 3 1 4 1447 3 4 1 0 3 50
split_gain=68.8813 20.4363 5.58609 2.90983 2.60583 1.90259 1.632 1.18155 0.867024 0.684843 0.603228 0.702321 0.579738 0.502051 0.450271 0.426117 0.403472 0.270997 0.196355 0.163443 0.124117 0.164743 0.100558 0.0496557
threshold=0.30163500000000004 -0.06340999999999998 0.094090000000000021 0.04105000000000001 -0.012109999999999998 0.10981000000000002 0.12958500000000003 0.076175000000000007 0.080150000000000013 0.092365000000000017 -0.42113499999999993 -0.091164999999999982 -0.013119999999999998 -0.060264999999999992 0.0065900000000000012 0.09202500000000001 0.42953500000000006 -0.086059999999999984 -0.085104999999999986 0.11057000000000002 0.083555000000000018 -0.10023499999999998 -0.075194999999999998 0.085685000000000011
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 3 13 7 12 -6 16 9 19 15 -11 -12 -4 -3 -8 17 -2 -1 -19 -5 21 -15 -13 -17
right_child=6 2 4 8 5 -7 14 -9 -10 10 11 22 -14 20 -16 23 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0080923210779513099 0.005763468842533287 0.0075868512274938887 0.0060110602847640564 0.0071037241565060933 0.0072867762373882037 0.006551748152006872 0.0056300998699735667 0.0082811373099964513 0.007701000284605024 0.0078651361448254676 0.0072256543120061767 0.0077353530510389772 0.0065044071790721879 0.0074670901992174056 0.0051974586868058677 0.0075501346715611574 0.0061453705589271197 0.0077683211214805391 0.0078821791008411336 0.0073690532090535978 0.0070839325904631344 0.0071862511735017471 0.007542493889882069 0.0077259887381730154
leaf_weight=52 66 70 56 84 79 78 55 53 58 95 61 99 55 52 58 74 66 419 411 53 53 67 79 66
leaf_count=52 66 70 56 84 79 78 55 53 58 95 61 99 55 52 58 74 66 419 411 53 53 67 79 66
internal_value=0 0.00755176 0.00697568 0.00773491 0.00664612 0.00692183 0.00570285 0.00778762 0.00735385 0.0077683 0.00763388 0.00754181 0.00625583 0.0073405 0.00540835 0.0078122 0.00595469 0.00784056 0.00782474 0.00720663 0.00724004 0.00730927 0.00764996 0.00763329
internal_weight=0 2114 510 1604 268 157 245 1409 195 1356 334 239 111 242 113 1022 132 882 830 137 172 119 178 140
internal_count=2359 2114 510 1604 268 157 245 1409 195 1356 334 239 111 242 113 1022 132 882 830 137 172 119 178 140
is_linear=0
shrinkage=0.0032998


Tree=4894
num_leaves=21
num_cat=0
split_feature=3 3 123 150 16 15 41 15 160 475 150 16 160 12 52 13 16 16 16 16
split_gain=11.9304 3.88908 2.42707 1.97971 1.24581 0.941403 0.729328 0.715908 0.701053 0.321187 0.553742 0.388855 0.333386 0.271738 0.258749 0.221088 0.185226 0.142011 0.0894818 0.0798194
threshold=-0.036844999999999996 0.31343500000000007 1.0000000180025095e-35 0.091355000000000006 -0.18776499999999999 -0.094514999999999988 1.0000000180025095e-35 -0.12291999999999999 -0.021849999999999998 -0.085669999999999982 0.083205000000000015 0.0045450000000000013 0.058040000000000008 0.10648500000000001 -0.090234999999999996 -0.016469999999999995 -0.043889999999999992 0.07277500000000002 0.0014300000000000001 -0.10346499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 15 19 9 -4 -7 14 11 12 16 17 -6 -1 -11 -13 -10 -2
right_child=1 -3 7 -5 6 8 -8 -9 18 10 -12 13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0013472317845051771 0.0010107628088421479 0.00031540282273213215 0.00049084564525533122 0.00066441301357630521 0.0015543380262113429 0.0012061860649891251 0.0018799071507026122 0.00093464627551456832 0.0015309648563450826 0.0015771562820534228 0.0012660075276625772 0.0013652972860221779 0.0017698045426061512 0.0012451444245355949 0.001878718884572731 0.001092425980659446 0.0014570303863855182 0.0015373135902819299 0.0017194584680405168 0.0011980836196446604
leaf_weight=94 53 82 65 54 59 62 71 103 54 724 88 79 87 65 53 65 185 190 71 55
leaf_count=94 53 82 65 54 59 62 71 103 54 724 88 79 87 65 53 65 185 190 71 55
internal_value=0 0.000983638 0.00108956 0.00124658 0.00152299 0.00135303 0.00155075 0.000763147 0.00149523 0.00153545 0.00152178 0.00153868 0.00157174 0.00143998 0.00170815 0.00124329 0.00155275 0.00148693 0.00163831 0.00110648
internal_weight=0 599 517 349 1760 295 1601 168 187 1530 1418 1330 996 334 112 159 909 269 125 108
internal_count=2359 599 517 349 1760 295 1601 168 187 1530 1418 1330 996 334 112 159 909 269 125 108
is_linear=0
shrinkage=0.0032998


Tree=4895
num_leaves=22
num_cat=0
split_feature=3 457 14 1 4 4 160 1210 1 12 133 394 3 402 158 12 4 1452 11 133 402
split_gain=0.486422 0.359165 0.247379 0.290372 0.25292 0.34986 0.226949 0.205859 0.159467 0.271008 0.21098 0.183677 0.22016 0.177609 0.144745 0.165871 0.13947 0.132865 0.0653227 0.0370053 0.0271314
threshold=-0.0088599999999999981 0.093100000000000002 -0.072219999999999993 0.11810000000000001 -0.0047649999999999993 -0.15618499999999999 -0.53447999999999996 -0.08453999999999999 0.080270000000000022 0.08073000000000001 -0.098234999999999975 -1.0000000180025095e-35 -0.13795999999999997 0.084450000000000011 0.088055000000000008 0.08536500000000001 0.10534500000000001 0.081315000000000012 0.08776500000000001 -0.43714999999999993 0.086055000000000006
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=6 2 -2 4 5 -4 -1 -8 9 -9 19 -10 18 17 15 -14 -6 -12 -13 -11 -21
right_child=1 -3 3 -5 16 -7 7 8 11 10 13 12 14 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=0.00070195679640351247 0.015400185567870723 -0.0085107751562791094 0.0099115419990705375 -0.0031791254930727294 0.018469800239804417 -0.0079478297934497729 0.0027061322425192026 0.024461364458020381 -0.0002113740117483287 0.0099151362981144756 0.012842037245750774 0.019280048984710526 0.0016782592766573521 0.019792766043382742 0.015934617275239992 0.0092408072345654905 0.0066659074674082566 0.0046685632747301437 0.012194871486160965 0.0020472519392523386 0.0073445697554337256
leaf_weight=64 69 53 73 102 64 54 83 52 53 63 704 74 115 99 61 293 52 62 78 55 57
leaf_count=64 69 53 73 102 64 54 83 52 53 63 704 74 115 99 61 293 52 62 78 55 57
internal_value=0 0.0045189 0.00619129 0.0043443 0.00750967 0.00230365 0.0105844 0.0109255 0.0113108 0.0125718 0.0119756 0.0092651 0.0100768 0.0130559 0.00826474 0.00711361 0.0131939 0.0121828 0.0156561 0.00662564 0.00475925
internal_weight=0 467 414 345 243 127 1913 1849 1766 1092 1040 674 621 865 469 408 116 766 152 175 112
internal_count=2380 467 414 345 243 127 1913 1849 1766 1092 1040 674 621 865 469 408 116 766 152 175 112
is_linear=0
shrinkage=0.16829


Tree=4896
num_leaves=21
num_cat=0
split_feature=1 47 12 4 1 1 3 4 49 3 4 4 3 43 43 1454 1446 42 159 3
split_gain=12.4648 2.04035 2.00562 1.39329 1.2204 0.839074 0.794735 0.66444 0.565505 0.396095 0.552269 0.389768 0.361892 0.306427 0.289051 0.235172 0.365008 0.146101 0.244966 0.121979
threshold=0.10915500000000002 0.085505000000000012 0.054520000000000006 -0.17689999999999997 0.088595000000000021 0.11869500000000001 -0.036844999999999996 0.049545000000000006 -0.062709999999999974 -0.15680499999999997 -0.14538499999999996 0.018150000000000003 -0.012769999999999998 0.26667500000000005 -0.073404999999999984 0.081720000000000015 0.037915000000000011 0.095935000000000006 0.08043500000000002 0.0025650000000000004
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 5 3 -1 19 12 -3 9 -6 -4 -11 -10 -2 15 -9 16 -12 18 -7 -5
right_child=1 6 7 4 8 17 -8 14 11 10 13 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0015381668928321553 0.0010037630051891889 0.0013665455600202772 0.0016494509368859321 0.0014154945333530939 0.0011093616717883492 0.00025742296532927148 0.00084929560670123636 0.0013671246675793704 0.0005019990382405528 0.0010889741879395625 0.0014389497321528062 0.00090457968101933356 0.0006241904289818759 0.0012320396929469701 0.0011012188836848839 0.001251739128574034 0.0016309989874284576 0.00058560030877661726 0.00055614548413916265 0.0011829143581103384
leaf_weight=73 55 59 91 53 57 72 73 85 54 53 1019 52 56 78 99 65 124 58 52 52
leaf_count=73 55 59 91 53 57 72 73 85 54 53 1019 52 56 78 99 65 124 58 52 52
internal_value=0 0.000739804 0.00136353 0.00113306 0.00102259 0.00058608 0.00108076 0.0014122 0.000843253 0.00143635 0.00142185 0.000699824 0.000812584 0.00143554 0.00122425 0.00144865 0.00145982 0.000447743 0.000382978 0.00130065
internal_weight=0 425 1955 341 268 293 132 1614 163 1430 1339 106 111 1286 184 1208 1143 182 124 105
internal_count=2380 425 1955 341 268 293 132 1614 163 1430 1339 106 111 1286 184 1208 1143 182 124 105
is_linear=0
shrinkage=0.0032998


Tree=4897
num_leaves=24
num_cat=0
split_feature=1 1 15 1 15 4 14 2 2 2 2 4 3 0 1 1 4 48 1213 42 42 3 15
split_gain=14.6393 2.49325 1.29314 1.02373 1.03271 1.09261 0.914032 0.858755 0.851148 0.800272 0.628058 0.410217 0.448394 0.426697 0.396813 0.372191 0.369717 0.257791 0.304142 0.252815 0.22673 0.166857 0.0766192
threshold=0.10915500000000002 0.13554500000000003 -0.084629999999999997 0.089625000000000024 0.087450000000000014 -0.17689999999999997 0.062655000000000016 0.090485000000000024 -1.0000000180025095e-35 0.11093500000000002 0.10550500000000002 0.036620000000000007 0.081640000000000004 -0.10946999999999998 0.12072500000000001 0.14699000000000004 -0.0083249999999999973 0.090390000000000012 0.060985000000000004 0.084835000000000008 1.0000000180025095e-35 -0.072024999999999992 -0.088709999999999983
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 14 6 5 -5 11 8 -7 -4 -9 12 16 -13 -2 -3 17 18 -1 22 -6 -15 -18
right_child=1 15 9 4 20 7 -8 10 -10 -11 -12 13 -14 21 -16 -17 19 -19 -20 -21 -22 -23 -24
leaf_value=0.0013939539294415904 0.00080139772458002567 0.00047664866786193831 0.0013105195118613196 0.0015047153057174813 0.0016397789480461194 0.00086853547597294956 0.0017966237331298123 0.00054894740690575653 0.0014014142722591934 0.00081151972087355412 0.0010521791568718069 0.0014859428893997247 0.0011499196153380287 0.0012439878056079237 0.00044184530890530949 0.00013073366934692089 0.0017454660698860314 0.0012044345514571871 0.0015673300480703806 0.001427546217110467 0.0013663405235699625 0.00099608666369651526 0.0015727534747384661
leaf_weight=742 79 87 82 67 53 53 66 53 87 62 56 59 65 76 59 56 60 67 134 99 98 52 68
leaf_count=742 79 87 82 67 53 53 66 53 87 62 56 59 65 76 59 56 60 67 134 99 98 52 68
internal_value=0 0.000696757 0.000876815 0.00137267 0.00123728 0.00112952 0.00141513 0.00102842 0.00119993 0.00109592 0.000807812 0.0013974 0.00141943 0.00125177 0.000647931 0.000341432 0.00143437 0.0014052 0.00142052 0.00155539 0.00146255 0.00114355 0.00165399
internal_weight=0 425 282 1955 467 316 1488 249 140 144 109 1422 1235 187 138 143 1170 943 876 227 151 128 128
internal_count=2380 425 282 1955 467 316 1488 249 140 144 109 1422 1235 187 138 143 1170 943 876 227 151 128 128
is_linear=0
shrinkage=0.0032998


Tree=4898
num_leaves=26
num_cat=0
split_feature=3 3 39 2 42 150 52 3 2 3 52 157 2 3 3 150 158 402 43 3 159 42 42 3 52
split_gain=13.5497 3.60995 3.27676 2.61257 1.45233 1.35357 1.03171 0.917923 0.84888 0.51209 0.503184 0.502319 0.42544 0.474853 0.374971 0.288155 0.290451 0.255301 0.236967 0.18473 0.14204 0.123129 0.245324 0.120123 0.0701074
threshold=-0.065259999999999999 0.30835000000000007 0.086065000000000016 0.11500500000000001 0.093045000000000003 0.090480000000000019 -0.089014999999999983 -0.10468499999999999 0.087575000000000014 -0.081084999999999977 0.11614000000000001 -0.089089999999999989 0.12190500000000001 -0.0035149999999999995 -0.044019999999999997 0.083680000000000018 0.07968500000000002 -1.0000000180025095e-35 -0.033174999999999989 0.096440000000000012 -0.016814999999999997 0.093815000000000009 0.085075000000000026 -0.07964499999999998 0.41527500000000006
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 5 9 8 6 -2 -5 -4 10 11 -1 13 14 -8 16 18 -11 -13 -15 24 22 -22 -24 -19
right_child=1 -3 4 7 -6 -7 12 -9 -10 17 -12 15 -14 19 -16 -17 -18 20 -20 -21 21 -23 23 -25 -26
leaf_value=0.0024907571254977521 0.0021718192392916457 0.00093109540062496067 0.0012336398374263062 0.0012686178980881797 0.00094981491821562408 0.0013014048662411866 0.0018617041696697228 0.0018702760462948912 0.0017896144575818282 0.002170318696723609 0.0019206201648498988 0.0020937892163265946 0.0014960963071929581 0.0021096418722200872 0.0014635068719004603 0.0019814662273969445 0.0023546553781194496 0.0021702390679874967 0.0022141103826366572 0.0018334442585085182 0.0018116189884857035 0.0017907315254596652 0.0021892751091611628 0.0019664669069178616 0.0019874582285638069
leaf_weight=52 90 95 60 53 85 54 54 59 61 95 99 393 54 59 52 100 90 53 363 54 70 60 52 67 56
leaf_count=52 90 95 60 53 85 54 54 59 61 95 99 393 54 59 52 100 90 53 363 54 70 60 52 67 56
internal_value=0 0.00153115 0.00162259 0.00207385 0.0012815 0.00179101 0.00186374 0.00158588 0.00151422 0.00210909 0.00214812 0.00217065 0.00176205 0.00182747 0.00166669 0.00215302 0.00217325 0.00201449 0.00215161 0.00197797 0.00197304 0.00192754 0.00197079 0.00206412 0.00207666
internal_weight=0 718 623 1662 206 417 363 112 121 1550 1097 998 273 219 106 946 846 453 756 113 358 249 189 119 109
internal_count=2380 718 623 1662 206 417 363 112 121 1550 1097 998 273 219 106 946 846 453 756 113 358 249 189 119 109
is_linear=0
shrinkage=0.0032998


Tree=4899
num_leaves=15
num_cat=0
split_feature=15 39 475 1 156 157 34 49 13 133 52 4 13 4
split_gain=0.401347 0.28336 0.227799 0.257602 0.339008 0.335349 0.378517 0.409479 0.278805 0.230245 0.405765 0.238346 0.166096 0.130907
threshold=-0.50083499999999992 0.11233000000000001 0.036560000000000002 0.080270000000000022 0.10646000000000001 -0.07928499999999998 -0.078549999999999995 -0.046979999999999987 0.15578000000000003 0.052820000000000013 0.11916 -0.085474999999999982 -0.086919999999999983 -0.086734999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 -7 -8 9 10 13 -11 -13 -2
right_child=1 -3 -4 4 -6 6 7 -9 -10 11 -12 12 -14 -15
leaf_value=-0.0020432143733694766 0.0060388395630142453 -0.00067450637428394017 0.021109887885130508 -0.0017102936535947145 0.02082612449072874 0.023211238656499277 0.00074836390113589837 0.010455838607312274 0.022846858724898531 0.025452640826868368 -0.0038784519491531942 0.020065181833710245 0.012128511588394007 0.012657333605382796
leaf_weight=65 106 54 70 84 67 53 155 605 76 54 54 93 400 444
leaf_count=65 106 54 70 84 67 53 155 605 76 54 54 93 400 444
internal_value=0 0.0113418 0.0116296 0.0113259 0.00926064 0.00839477 0.00944104 0.00847839 0.012947 0.0122918 0.0100174 0.0147998 0.0136293 0.011385
internal_weight=0 2315 2261 2191 964 897 813 760 1227 1151 604 547 493 550
internal_count=2380 2315 2261 2191 964 897 813 760 1227 1151 604 547 493 550
is_linear=0
shrinkage=0.16829


Tree=4900
num_leaves=28
num_cat=0
split_feature=1 12 14 1 12 12 150 1 16 124 16 15 403 16 51 133 15 42 123 1 3 51 12 12 15 403 151
split_gain=15.4911 3.26079 2.156 1.84093 1.44028 1.69106 0.987409 1.04319 0.892589 0.725594 0.639909 0.607475 0.466365 0.541785 0.411666 0.373849 0.32534 0.425897 0.322736 0.30778 0.342473 0.303967 0.219512 0.17573 0.174499 0.15058 0.133908
threshold=0.10141500000000002 -1.0000000180025095e-35 0.076175000000000007 0.12541500000000003 0.077755000000000005 0.092900000000000024 0.083205000000000015 0.10600000000000002 0.15454000000000004 -0.082254999999999981 -0.043889999999999992 -0.085884999999999975 -0.085464999999999985 -0.075779999999999986 -0.055564999999999996 0.087950000000000014 -0.033689999999999991 0.11309000000000001 0.091810000000000017 0.089625000000000024 -0.097094999999999987 -0.13690499999999997 0.092395000000000019 0.099055000000000018 0.092855000000000007 -0.15498499999999996 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 6 8 12 7 -3 11 -2 16 -1 13 25 -9 19 -7 23 -11 20 -14 -12 -16 -18 -23 -6 -17
right_child=1 3 -4 -5 5 10 -8 14 -10 18 21 -13 15 -15 22 26 17 -19 -20 -21 -22 24 -24 -25 -26 -27 -28
leaf_value=0.0011645472861981283 0.00070249457434497686 0.0015787490997242754 0.0019822208332751592 0.00054459278819043945 0.0013388856673072652 0.0011653457930505457 0.000714048964370532 0.00082364391577635328 0.0014552119286102823 0.00017563908152255206 0.0012997200251619358 0.00076411818240460221 0.0018256876791836274 0.0010875457016465368 0.0010240356710795409 0.0014867759628901154 0.0016830560599319802 0.001219179314725588 0.00049745334136710388 0.0013698221871160517 0.0015535869797114455 0.00091033081776571928 0.001328113192923454 0.0014243194837110314 0.0011422396065493051 0.0015697126578879939 0.0012790645541780284
leaf_weight=101 80 57 64 89 63 78 60 55 65 83 62 71 58 65 53 62 55 73 58 89 491 77 54 67 70 68 86
leaf_count=101 80 57 64 89 63 78 60 55 65 83 62 71 58 65 53 62 55 73 58 89 491 77 54 67 70 68 86
internal_value=0 0.000768259 0.00138644 0.000958611 0.001364 0.00140273 0.00109056 0.00119355 0.0011246 0.000451133 0.0012422 0.000999459 0.00148149 0.00133598 0.0010578 0.00151773 0.00134799 0.00142086 0.000308266 0.0015528 0.0015824 0.00110385 0.00117782 0.00154125 0.001021 0.00145897 0.00136632
internal_weight=0 589 1765 368 1701 1464 279 219 237 221 482 172 982 196 162 786 273 195 141 638 549 209 107 122 147 131 148
internal_count=2354 589 1765 368 1701 1464 279 219 237 221 482 172 982 196 162 786 273 195 141 638 549 209 107 122 147 131 148
is_linear=0
shrinkage=0.0032998


Tree=4901
num_leaves=25
num_cat=0
split_feature=0 2 15 3 1 2 0 48 0 3 42 43 49 2 15 133 15 3 400 483 15 43 133 3
split_gain=1.04248 0.274322 0.357319 0.311562 0.333113 0.571701 0.385365 0.403848 0.278333 0.237707 0.234049 0.257234 0.219052 0.185291 0.180421 0.359577 0.330662 0.166641 0.180342 0.192264 0.192999 0.152236 0.169767 0.0635116
threshold=0.14486500000000005 0.090225000000000014 0.11231500000000001 0.10449500000000002 0.088595000000000021 0.10550500000000002 0.023440000000000003 0.084965000000000027 -0.079249999999999987 0.0012800000000000001 0.085630000000000012 -0.03750499999999999 0.091325000000000003 0.11891500000000001 0.091735000000000025 0.087005000000000013 -0.03886499999999999 -0.073309999999999986 -0.076444999999999985 -0.021199999999999997 0.089050000000000004 0.2529050000000001 0.09116500000000001 -0.064674999999999983
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 8 3 4 10 -6 7 -7 9 17 21 12 -12 -5 15 16 -10 18 -1 -20 -21 22 -3 -4
right_child=-2 2 23 13 5 6 -8 -9 14 -11 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25
leaf_value=0.021732807301656182 -0.012078789268687603 0.017884942672617529 0.021919615464399113 0.020818305336593488 -0.013481197389728685 -0.0057332706638872971 0.017600246593144471 0.012780677192692299 0.017165207868133248 0.0050631119423059385 0.0061801912372083691 0.011835690907442482 -0.0075770824847718587 0.0095046242466284275 0.015028337988109061 -0.0031936957947296327 0.002072611265522543 0.023209487033116639 0.023296280778674731 0.013903348199713202 0.0057878660056446844 0.0045571186187303271 0.0065833850578259001 0.013708103241451891
leaf_weight=85 56 142 59 74 56 90 56 53 95 74 79 97 56 94 91 78 73 66 53 573 98 52 52 52
leaf_count=85 56 142 59 74 56 90 56 53 95 74 79 97 56 94 91 78 73 66 53 573 98 52 52 52
internal_value=0 0.0111457 0.00906684 0.00795335 0.00645073 0.0015304 0.0057638 0.00111598 0.0127802 0.0142585 0.00907184 0.00522405 0.000460162 0.0144987 0.00861206 0.00623125 0.0106178 0.0150341 0.0143649 0.0134974 0.0127208 0.0126933 0.0148649 0.018089
internal_weight=0 2298 1012 901 733 255 199 143 1286 949 478 232 135 168 337 246 168 875 809 724 671 246 194 111
internal_count=2354 2298 1012 901 733 255 199 143 1286 949 478 232 135 168 337 246 168 875 809 724 671 246 194 111
is_linear=0
shrinkage=0.16829


Tree=4902
num_leaves=19
num_cat=0
split_feature=9 2 393 15 151 48 16 42 50 15 3 42 1 2 1212 42 43 2
split_gain=0.365853 0.395504 0.243253 0.223554 0.288655 0.293472 0.244637 0.243631 0.300695 0.209212 0.193244 0.148694 0.135179 0.230246 0.260127 0.199809 0.107785 0.0289653
threshold=-1.0000000180025095e-35 0.092155000000000015 0.088255000000000014 0.11231500000000001 -0.092724999999999988 0.11077000000000002 -0.42004999999999992 -0.059219999999999988 0.10727500000000002 -0.080074999999999993 -0.15078499999999997 0.11361000000000002 0.11000000000000001 0.084675000000000014 0.087685000000000013 0.090625000000000025 -0.035884999999999993 0.11701500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 -3 6 17 9 -9 -8 -2 12 13 14 -12 -15 -5 -6
right_child=1 3 -4 16 5 -7 7 8 -10 -11 11 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.0031534146004884552 0.00064222534538595634 0.01689167298114426 0.021438919298321743 0.0083134388102117061 0.0081730371668581152 0.014516560694303921 0.00031869528655066956 -0.0014946263349864966 0.011612667964706553 0.013529519435404416 0.0095844931517599184 0.0040504549331921496 0.017537062350878607 0.012088571149654306 -0.0025284524417476719 0.02253488291250905 0.018699461728688291 0.013870059674169578
leaf_weight=70 54 59 61 58 54 77 57 380 57 85 408 83 96 531 57 58 57 52
leaf_count=70 54 59 61 58 54 77 57 380 57 85 408 83 96 531 57 58 57 52
internal_value=0 0.00917912 0.0110264 0.00651681 0.0055397 0.00465838 0.00354761 0.00218296 0.00021091 0.00823924 0.0105315 0.0109631 0.0114605 0.0109053 0.00809582 0.0131203 0.0134769 0.0109848
internal_weight=0 2284 1348 936 821 762 685 579 437 142 1287 1233 1150 1054 465 589 115 106
internal_count=2354 2284 1348 936 821 762 685 579 437 142 1287 1233 1150 1054 465 589 115 106
is_linear=0
shrinkage=0.16829


Tree=4903
num_leaves=22
num_cat=0
split_feature=1 12 14 12 151 1 12 1 4 4 0 52 43 16 1 0 52 1 0 157 16
split_gain=26.6418 4.63202 1.95126 2.12469 1.68318 1.59655 1.35856 1.21134 0.926641 0.916806 0.781677 0.742893 0.593607 0.95857 0.574425 0.435643 0.396702 0.394758 0.365298 0.364637 0.332273
threshold=0.104035 0.087245000000000003 0.054835000000000009 0.054520000000000006 -0.012764999999999997 0.12258000000000001 0.11769500000000001 0.12450500000000002 0.052250000000000012 0.036620000000000007 -0.079119999999999982 0.0029250000000000005 -0.042649999999999993 -0.038799999999999994 0.10871500000000002 -0.074204999999999979 0.17829500000000004 0.090485000000000024 0.033830000000000006 -0.087424999999999989 -0.14169499999999999
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=2 7 3 4 -1 9 8 14 10 -3 17 -10 -6 -14 -2 -16 18 19 -12 -5 -9
right_child=1 5 -4 6 12 -7 -8 20 11 -11 16 -13 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.001094981542217781 0.00068576922719664672 0.0019258595456468543 0.0024059623663853385 0.0017481128793831199 0.0013967936786326741 0.00095485663406314207 0.0013727586744481796 0.00071694742222499618 0.0014675943539120731 0.0013527731941904639 0.0017967828026726703 0.0019607981375269162 0.001515969282131626 0.0020580168281220806 0.00092036257875393929 0.0013143265782116669 0.0015603246162562568 0.0017202659195556418 0.0020996254525890434 0.0020139349522879098 0.00041638674753218555
leaf_weight=67 58 62 65 63 52 53 58 82 96 61 289 52 66 79 75 53 66 64 53 760 80
leaf_count=67 58 62 65 63 52 53 58 82 96 61 289 52 66 79 75 53 66 64 53 760 80
internal_value=0 0.000998737 0.00184279 0.00182203 0.00154826 0.00143523 0.00187016 0.000777881 0.00189012 0.00164193 0.00191855 0.00164112 0.00170224 0.00181153 0.000959847 0.00108376 0.00179804 0.00197394 0.00184382 0.00199363 0.00056874
internal_weight=0 524 1830 1765 264 176 1501 348 1443 123 1295 148 197 145 186 128 408 887 342 823 162
internal_count=2354 524 1830 1765 264 176 1501 348 1443 123 1295 148 197 145 186 128 408 887 342 823 162
is_linear=0
shrinkage=0.0032998


Tree=4904
num_leaves=16
num_cat=0
split_feature=15 1446 3 148 147 132 3 132 12 1209 1210 13 484 13 133
split_gain=0.278814 0.389557 0.348639 0.285165 0.508352 0.240107 0.618804 0.226227 0.223097 0.146363 0.149652 0.255812 0.158829 0.143173 0.12166
threshold=0.03981500000000001 0.090050000000000005 -0.14265999999999998 -0.082084999999999977 0.089365000000000014 0.10720500000000001 0.31343500000000007 0.082230000000000011 -0.085719999999999977 -0.079679999999999987 -0.026879999999999998 -0.089899999999999994 -0.081554999999999989 -0.078389999999999974 -0.114575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 -5 -4 -11 -12 -13 -14 -15
right_child=2 -3 9 4 -6 -7 -8 -9 -10 10 11 12 13 14 -16
leaf_value=0.019221915715005946 0.024201713971099423 -0.0052749008391565159 0.0016665422487539734 0.0021921328510361797 -0.008434093356598605 0.019042973950006842 -0.010324732488141204 -0.00026227077710376143 0.0097330964158514072 0.017047708612125175 0.0012740005942500914 0.0022474474657299031 0.017681458434107324 0.0043561837467734291 0.011891478466203344
leaf_weight=59 53 68 55 126 56 53 53 82 982 93 87 53 101 74 359
leaf_count=59 53 68 55 126 56 53 53 82 982 93 87 53 101 74 359
internal_value=0 0.00715075 0.010948 0.00775085 0.00724894 0.00792799 0.00745261 0.00824589 0.00887717 0.0100913 0.0106931 0.0098136 0.0110762 0.0119491 0.0106078
internal_weight=0 1479 875 1411 1352 1296 1243 1190 1108 822 767 674 587 534 433
internal_count=2354 1479 875 1411 1352 1296 1243 1190 1108 822 767 674 587 534 433
is_linear=0
shrinkage=0.16829


Tree=4905
num_leaves=12
num_cat=0
split_feature=1 49 150 11 11 150 160 13 50 42 12
split_gain=0.799727 0.33975 0.307762 0.245844 0.239219 0.252517 0.24591 0.420785 0.21451 0.177251 0.0966283
threshold=0.14882500000000001 -0.15378499999999998 0.10921500000000002 0.095360000000000014 0.078340000000000007 0.086135000000000017 -0.082299999999999984 -0.083894999999999983 0.11875500000000001 0.084360000000000004 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -8 -4 -7
right_child=-2 2 9 -5 -6 10 8 -9 -10 -11 -12
leaf_value=0.019757472461943405 -0.013849567566826836 0.01850764452680758 -0.0077954700982718903 0.018814707727455839 -0.0012481949152158879 0.019483326995150808 0.0064521188971887172 0.0066321589580743143 -0.0034887432614862835 0.0055014874100633672 0.0097220657776600251
leaf_weight=60 52 132 61 52 93 64 1430 237 64 53 54
leaf_count=60 52 132 61 52 93 64 1430 237 64 53 54
internal_value=0 0.0072439 0.00690792 0.00736485 0.00707691 0.00746865 0.00698866 0.0108852 0.00602507 -0.00159779 0.0150315
internal_weight=0 2300 2240 2126 2074 1981 1863 369 1494 114 118
internal_count=2352 2300 2240 2126 2074 1981 1863 369 1494 114 118
is_linear=0
shrinkage=0.16829


Tree=4906
num_leaves=9
num_cat=0
split_feature=2 10 49 4 11 157 1427 3
split_gain=0.678225 0.371718 0.270047 0.185534 0.213366 0.201305 0.198116 0.222754
threshold=0.17000000000000001 0.058500000000000003 -0.15378499999999998 -0.5093899999999999 0.091795000000000015 -0.14210499999999995 0.083935000000000023 -0.13088999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=0.017650148144801869 -0.013358391595141508 -0.0077157486546137362 -0.0037195708636436832 -0.0038613651042721082 0.017006405069379178 -0.00058007943712599312 0.015975073498567846 0.0065401979068023209
leaf_weight=59 52 54 53 56 52 133 59 1834
leaf_count=59 52 54 53 56 52 133 59 1834
internal_value=0 0.00606694 0.00639912 0.00609477 0.00633936 0.00607208 0.00634753 0.00605784
internal_weight=0 2300 2246 2187 2134 2082 2026 1967
internal_count=2352 2300 2246 2187 2134 2082 2026 1967
is_linear=0
shrinkage=0.16829


Tree=4907
num_leaves=14
num_cat=0
split_feature=1 49 147 9 1427 1 481 16 159 13 160 52 52
split_gain=0.466205 0.205193 0.181436 0.258448 0.18157 0.215939 0.240469 0.231541 0.180503 0.181218 0.18116 0.133765 0.0479884
threshold=0.14882500000000001 -0.089819999999999983 0.086575000000000013 1.0000000180025095e-35 0.088240000000000013 0.07677500000000001 -0.052634999999999994 -0.080029999999999976 0.079755000000000006 0.039845000000000012 0.086620000000000016 -0.013014999999999999 -0.0059799999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 8 -7 -8 9 -3 -10 -1 -4
right_child=-2 2 12 -5 -6 6 7 -9 10 -11 -12 -13 -14
leaf_value=0.018176044007403056 -0.011058913332908669 0.004257278453382315 0.0015144834715573618 0.016010620426392969 0.014527106859118403 -0.0084229400673170984 -0.00055158741932067321 0.0055008228739642567 0.016826141305384363 0.010907551701840783 0.0044230650462449422 0.0067598841260776543 -0.0056282154059479486
leaf_weight=53 52 890 52 59 52 55 296 451 80 134 58 66 54
leaf_count=53 52 890 52 59 52 55 296 451 80 134 58 66 54
internal_value=0 0.00504465 0.00467199 0.00501917 0.00469661 0.00443541 0.00230766 0.00310014 0.00590242 0.00512928 0.0116263 0.0118595 -0.0021073
internal_weight=0 2300 2181 2075 2016 1964 802 747 1162 1024 138 119 106
internal_count=2352 2300 2181 2075 2016 1964 802 747 1162 1024 138 119 106
is_linear=0
shrinkage=0.16829


Tree=4908
num_leaves=14
num_cat=0
split_feature=4 15 39 133 42 1456 1447 400 160 1456 48 51 4
split_gain=0.352133 0.409187 0.232984 0.267562 0.194015 0.175739 0.158276 0.167904 0.161303 0.151523 0.150105 0.122868 0.146342
threshold=0.30163500000000004 -0.40992999999999996 1.0000000180025095e-35 0.087005000000000013 0.086855000000000016 -0.082809999999999981 -0.085024999999999989 -0.082339999999999983 0.28906000000000004 -0.16825499999999996 0.086665000000000006 -0.40274499999999996 -0.0060699999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 10 -2 9 -7 -8 11 -1 -4 -9 -13
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12 12 -14
leaf_value=0.003951610763015442 0.0081431039189437081 -0.011007744956485863 0.020546474633376763 0.0005424544130566279 -0.0040510032252909561 -0.0036351845298087317 -0.0026787269780211603 -0.0032804988954462421 -0.0035621740787135561 0.015289719560027584 0.0087117527388289664 0.0040363384747696806 0.0078569668754985989
leaf_weight=64 91 92 63 54 62 81 101 52 69 71 60 1108 384
leaf_count=64 91 92 63 54 62 81 101 52 69 71 60 1108 384
internal_value=0 -0.00213409 0.00460202 0.0104521 0.00318996 0.00406458 0.0036226 0.00396664 0.00438386 0.00992792 0.014788 0.00474012 0.00502087
internal_weight=0 245 2107 177 153 1930 1795 1714 1613 135 123 1544 1492
internal_count=2352 245 2107 177 153 1930 1795 1714 1613 135 123 1544 1492
is_linear=0
shrinkage=0.16829


Tree=4909
num_leaves=20
num_cat=0
split_feature=15 2 2 0 2 2 2 52 52 480 0 43 13 1212 43 2 15 15 15
split_gain=12.0289 5.47052 2.10465 2.46907 1.9859 0.827672 0.770639 0.576476 0.489884 0.479039 0.401924 0.402565 0.514596 0.420658 0.304434 0.495317 0.306257 0.21615 0.114137
threshold=-0.25061999999999995 0.14234000000000005 0.10161500000000002 -0.12608499999999997 -0.0050599999999999994 0.13775000000000001 0.10244500000000002 -0.42890999999999996 0.024560000000000002 -0.068944999999999992 -0.076539999999999983 -0.11118499999999999 0.071660000000000015 0.086310000000000012 -0.03750499999999999 0.093255000000000018 -0.045404999999999994 -1.0000000180025095e-35 -0.090219999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 18 -2 6 -1 -5 -9 -6 11 12 -11 -13 16 -16 -12 -10 -4
right_child=1 -3 3 7 9 -7 -8 8 17 10 14 13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0001736112668650005 0.00078417634980880533 0.00035282093701344708 0.00045194295044599387 0.0013528501098505363 0.0015941468096330547 -5.5646930156002022e-05 0.00068290804584143121 0.00086594238507643057 0.0013266758464378721 0.0016470465563161458 0.0012730832386147824 0.0012575169440862898 0.0012597880339701515 0.0014457750462691524 0.0014433206818270448 0.0010494203504627468 0.00096282885875515097 0.0010388572401113069 0.00067299122929467836
leaf_weight=63 89 84 52 103 56 52 67 91 62 82 54 914 71 154 86 60 103 56 53
leaf_count=63 89 84 52 103 56 52 67 91 62 82 54 914 71 154 86 60 103 56 53
internal_value=0 0.00117905 0.0012123 0.00100221 0.00126478 0.000295597 0.000436366 0.00114962 0.00104929 0.00129183 0.00128069 0.00130764 0.00146757 0.0012847 0.00117199 0.00128169 0.00106976 0.00119038 0.000563855
internal_weight=0 2170 2086 417 1669 182 130 312 209 1580 1524 1221 153 1068 303 146 157 118 105
internal_count=2352 2170 2086 417 1669 182 130 312 209 1580 1524 1221 153 1068 303 146 157 118 105
is_linear=0
shrinkage=0.0032998


Tree=4910
num_leaves=15
num_cat=0
split_feature=43 9 41 475 0 403 403 15 39 15 133 157 43 133
split_gain=0.600418 0.331459 0.339863 0.286097 0.275948 0.229807 0.358083 0.200095 0.194265 0.184875 0.164393 0.197856 0.10001 0.0313987
threshold=-0.16205499999999998 0.084755000000000011 0.075585000000000013 -0.10344499999999998 -0.057864999999999993 -0.092059999999999989 -0.15498499999999996 0.091305000000000011 0.095830000000000012 0.087235000000000021 -0.14715499999999998 0.0041950000000000008 0.12397000000000001 0.048240000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 13 6 7 9 10 -5 12 -12 -7 -1
right_child=1 -3 -4 5 -6 8 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.0020712878712505337 0.016827924441170056 -0.0072594362382698849 0.015314032744747094 0.0039512564490292576 -0.01526766059263044 0.013498042332969555 0.021607029465519567 -0.0028212151109549138 -0.0049916929772783726 0.016913333795122398 0.0041001584443680593 -0.0054550804128978099 0.0057940995006650802 -0.0034828809366867336
leaf_weight=58 56 60 94 73 54 79 54 52 66 55 1414 64 124 57
leaf_count=58 56 60 94 73 54 79 54 52 66 55 1414 64 124 57
internal_value=0 0.00506359 0.00541139 0.00495354 -0.00534227 0.00461696 0.00957499 0.0059554 0.00395184 0.00953494 0.00430405 0.00368518 0.00880104 -0.000666026
internal_weight=0 2191 2131 2037 169 1981 234 180 1747 128 1681 1478 203 115
internal_count=2360 2191 2131 2037 169 1981 234 180 1747 128 1681 1478 203 115
is_linear=0
shrinkage=0.16829


Tree=4911
num_leaves=20
num_cat=0
split_feature=1 52 1 123 47 48 48 1447 52 12 4 1 12 12 12 151 15 131 4
split_gain=14.7685 3.14407 2.08568 1.18423 0.977317 0.845203 0.86671 0.72845 0.70324 0.605386 0.522752 0.477309 0.404194 0.394896 0.425319 0.266794 0.20448 0.202625 0.0969048
threshold=0.104035 -0.41304999999999997 0.14699000000000004 1.0000000180025095e-35 0.10372500000000003 -1.0000000180025095e-35 0.091545000000000015 -0.082954999999999987 -0.083119999999999986 0.11844 -0.081929999999999989 0.118385 0.085965000000000014 0.084405000000000022 0.078515000000000015 -0.0033899999999999994 -0.085884999999999975 0.090690000000000007 0.50657000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 -1 7 10 -3 13 -7 15 -8 14 -9 -10 -14 -15 -13
right_child=1 2 -4 -5 -6 6 12 9 11 -11 -12 18 16 17 -16 -17 -18 -19 -20
leaf_value=0.00094342625600389118 0.0014305907806541705 0.00022625502198699832 3.5224049351951433e-05 0.00084473769547972755 0.00097031861174546956 0.0018364993907883137 0.00087359191562764028 0.0013366313232030759 0.00095547060810717305 0.00097943514919404131 0.0014004786895328025 0.00058043737976428323 0.0013503228352777083 0.0012885200474456479 0.0016135089432521891 0.00065632779300672513 0.0010613884190990206 0.0014172130625251819 0.00039506570528255285
leaf_weight=69 52 52 67 64 89 53 60 146 58 55 72 77 58 934 107 77 53 163 54
leaf_count=69 52 52 67 64 89 53 60 146 58 55 72 77 58 934 107 77 53 163 54
internal_value=0 0.000659891 0.000575267 0.00128727 0.000664082 0.00130325 0.00131782 0.00134283 0.000578264 0.0013212 0.00158563 0.000646945 0.00109391 0.0013351 0.00145387 0.000785109 0.00121268 0.00130767 0.000504294
internal_weight=0 526 474 1834 407 1770 1701 1530 318 1405 125 266 171 1350 253 135 111 1097 131
internal_count=2360 526 474 1834 407 1770 1701 1530 318 1405 125 266 171 1350 253 135 111 1097 131
is_linear=0
shrinkage=0.0032998


Tree=4912
num_leaves=20
num_cat=0
split_feature=2 12 48 147 40 43 0 13 12 0 0 0 0 48 2 0 16 16 16
split_gain=11.8192 5.37218 1.69971 1.62401 1.59845 1.29484 1.01428 0.693145 0.539861 0.71867 0.508232 0.50712 0.481158 0.475159 0.453815 0.441579 0.310164 0.195853 0.104116
threshold=0.12454500000000002 -0.007389999999999999 0.093265000000000015 0.087210000000000024 -1.0000000180025095e-35 -0.049364999999999992 -0.075914999999999996 -0.0021749999999999994 0.099815000000000015 -0.037224999999999994 -0.067659999999999984 0.057400000000000007 -0.074204999999999979 0.084260000000000015 0.10672500000000001 -0.074434999999999987 0.034535000000000003 -0.023519999999999996 -0.081634999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 5 15 -2 17 9 10 13 -11 18 -3 -14 -1 -8 -4 -10
right_child=6 2 7 -5 -6 -7 16 -9 12 11 -12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.00070450558482543181 0.00037323477699419946 0.0015799020980178928 0.0011907171833409923 0.0010307698078674359 0.0004478292294214467 0.0015339319173895013 0.00068051448675969409 0.00089629397548835442 0.0016461726261455839 0.0020334320407193263 0.0012654358514482035 0.0016147306883136602 0.0010464544687131885 0.0013307750562397257 0.0014634474996257155 0.0011180345836827412 0.00098591724402787343 0.0014715638860781986 0.0014368304386391066
leaf_weight=58 87 1141 55 70 53 53 79 61 61 59 68 71 61 92 55 56 69 58 53
leaf_count=58 87 1141 55 70 53 53 79 61 61 59 68 71 61 92 55 56 69 58 53
internal_value=0 0.00143689 0.00149331 0.00152463 0.000948229 0.00110683 0.000656727 0.00118152 0.00154542 0.00156947 0.0015459 0.00180503 0.00139564 0.00156134 0.00124447 0.000907952 0.000823136 0.00133518 0.00154916
internal_weight=0 2125 1905 1731 220 167 235 174 1661 1431 1301 130 230 1233 116 114 148 113 114
internal_count=2360 2125 1905 1731 220 167 235 174 1661 1431 1301 130 230 1233 116 114 148 113 114
is_linear=0
shrinkage=0.0032998


Tree=4913
num_leaves=20
num_cat=0
split_feature=1 12 1 47 12 3 0 43 43 3 12 13 12 159 1455 42 3 456 1
split_gain=21.715 4.63871 1.82359 1.41881 1.13682 0.767665 1.11568 0.597435 0.578058 0.799013 0.473778 0.452785 0.438822 0.436287 0.401255 0.296133 0.413491 0.2543 0.104024
threshold=0.118385 0.077755000000000005 0.088735000000000022 0.085505000000000012 0.11769500000000001 -0.22382999999999997 -0.076539999999999983 -0.072864999999999985 -0.078139999999999973 0.11745500000000002 -1.0000000180025095e-35 -0.10278499999999999 -0.007389999999999999 -0.073364999999999986 -1.0000000180025095e-35 -0.080249999999999988 -0.08322499999999998 0.088285000000000016 0.10455000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 7 5 -3 11 -2 -4 18 -9 -7 -1 -8 -13 -15 -17 -16 -10
right_child=3 4 8 -5 -6 6 13 10 9 -11 -12 14 -14 15 17 16 -18 -19 -20
leaf_value=0.0013357419275820074 0.00018580905165886953 0.0020647160264516849 0.00089247501311884607 0.00094583325280583603 0.0012538660033314369 0.0019463972596074229 0.0017781926524500964 0.00077606767512064176 0.0014516750235733893 0.00087476134621447511 0.00036654074989079236 0.0019399490999327835 0.0017133674197020961 0.0016753433389176844 0.0016604588552875305 0.0011524132000691717 0.0014732285164074381 0.0018979526894887342 0.0012485674990895975
leaf_weight=57 68 53 95 86 75 82 52 62 68 53 62 67 86 53 981 58 195 54 53
leaf_count=57 68 53 95 86 75 82 52 62 68 53 62 67 86 53 981 58 195 54 53
internal_value=0 0.00157535 0.0012614 0.000593252 0.00165278 0.00167152 0.00165798 0.000435142 0.0011009 0.00121449 0.000571588 0.001707 0.00156309 0.00149577 0.00168915 0.00144766 0.00139982 0.00167288 0.001363
internal_weight=0 2082 412 278 1670 1595 1542 192 269 174 124 1184 143 358 1102 306 253 1035 121
internal_count=2360 2082 412 278 1670 1595 1542 192 269 174 124 1184 143 358 1102 306 253 1035 121
is_linear=0
shrinkage=0.0032998


Tree=4914
num_leaves=10
num_cat=0
split_feature=40 0 0 2 1452 49 49 1455 160
split_gain=0.692319 0.330104 0.409221 0.368092 0.260921 0.210223 0.219566 0.182483 0.24962
threshold=-0.084904999999999994 0.11026000000000001 -0.023359999999999995 0.08673500000000002 0.087755000000000014 0.15093000000000004 0.11151500000000002 0.083295000000000022 -0.41367999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.0089565347427203405 0.014668592299195919 0.016828372477972801 -0.01222498230279858 0.0047841391782366093 0.017629744982464869 -0.0032277314196902376 0.014994780388592322 -0.00071596763947649625 0.0066966818203383835
leaf_weight=78 120 96 58 95 68 55 100 85 1605
leaf_count=78 120 96 58 95 68 55 100 85 1605
internal_value=0 0.00715727 0.00673173 -0.00165202 0.00736356 0.00700738 0.00730305 0.0068771 0.00725229
internal_weight=0 2282 2186 153 2033 1965 1910 1810 1725
internal_count=2360 2282 2186 153 2033 1965 1910 1810 1725
is_linear=0
shrinkage=0.16829


Tree=4915
num_leaves=9
num_cat=0
split_feature=3 48 480 481 14 0 3 403
split_gain=0.476023 0.290164 0.192825 0.272963 0.268014 0.206451 0.18118 0.188512
threshold=0.31534000000000006 0.13400000000000004 -0.020629999999999999 -0.084999999999999992 0.062655000000000016 0.13134000000000004 -0.18766499999999997 -0.53317999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=-0.0023170517757427154 -0.0084859002372869655 -0.0064078260743582627 0.016301130903760789 -0.0019886498992767684 0.017923135431175231 0.015716814877617877 -0.0040301493675525858 0.0062257399823223312
leaf_weight=71 66 52 79 85 54 59 52 1820
leaf_count=71 66 52 79 85 54 59 52 1820
internal_value=0 0.00600161 0.00629309 0.0065784 0.00620647 0.00589174 0.00559461 0.00593989
internal_weight=0 2272 2220 2149 2070 2016 1957 1872
internal_count=2338 2272 2220 2149 2070 2016 1957 1872
is_linear=0
shrinkage=0.16829


Tree=4916
num_leaves=18
num_cat=0
split_feature=1 4 2 4 12 4 0 2 1 16 12 43 12 156 1 130 16
split_gain=8.16134 1.30032 1.18767 1.17763 0.791035 0.692805 1.25124 0.686965 0.723847 0.635905 0.610592 0.496814 0.296472 0.388079 0.274638 0.240306 0.212377
threshold=0.109225 0.27834500000000006 0.14461000000000004 0.41181500000000004 -0.088294999999999985 -0.44205499999999992 -0.0076699999999999989 0.087610000000000007 0.088735000000000022 0.26391000000000003 0.091680000000000011 -0.053084999999999993 0.08598500000000002 0.087045000000000011 0.12958500000000003 -0.015559999999999999 0.46043000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 -1 10 7 12 16 11 -6 -2 13 -7 -5 -14 -9
right_child=2 -3 -4 14 5 6 -8 8 -10 -11 -12 -13 15 -15 -16 -17 -18
leaf_value=0.00071109265821620667 0.00037644175584597433 0.00049609527916145751 0.0001543361670540614 0.00049339308780473328 0.0014581161012398752 0.001222163217658302 0.00052744901642954006 0.0010080714312595707 0.00059784461816924012 0.0010474825521401231 0.00099482557545775758 0.00079244407496486472 0.0012617177705803004 0.00091264930536565905 0.00019308643944218222 0.0010206182991435758 0.00078590998798196208
leaf_weight=86 52 53 88 70 77 297 55 673 55 57 53 80 52 53 64 421 52
leaf_count=86 52 53 88 70 77 297 55 673 55 57 53 80 52 53 64 421 52
internal_value=0 0.00100709 0.00049472 0.000587347 0.00102153 0.00103644 0.00101814 0.00103496 0.000964425 0.000755278 0.00126951 0.000628831 0.00110176 0.00117539 0.000350226 0.0010472 0.000992186
internal_weight=0 1927 411 323 1874 1788 1658 1603 780 189 130 132 823 350 134 473 725
internal_count=2338 1927 411 323 1874 1788 1658 1603 780 189 130 132 823 350 134 473 725
is_linear=0
shrinkage=0.0032998


Tree=4917
num_leaves=17
num_cat=0
split_feature=3 160 4 2 3 2 402 3 43 1 3 160 16 3 15 15
split_gain=0.367354 0.245714 0.266238 0.238369 0.218728 0.326949 0.202426 0.190311 0.290034 0.167615 0.252537 0.146186 0.223263 0.139552 0.113825 0.0968555
threshold=0.31370500000000007 -0.53327999999999987 -0.085474999999999982 0.10925000000000001 0.092330000000000009 0.11237500000000002 0.11844500000000001 -0.12077499999999998 -0.029144999999999997 0.11230000000000001 -0.0035149999999999995 -0.065384999999999985 0.23993500000000004 -0.12595999999999999 0.084785000000000013 0.084495000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 -6 9 -3 14 10 13 -11 -13 -4 -9 -10
right_child=-2 2 4 -5 5 -7 -8 8 15 11 -12 12 -14 -15 -16 -17
leaf_value=-0.0039519072341651874 -0.0062539414813545984 0.017791037702495918 0.01313569842438468 -0.00045974329829287269 -0.011018729695906476 0.0068461884605514507 -0.0028987781761531388 0.0081850325905878756 0.010676949255230326 0.0089413898224738973 0.016290474109902295 -0.0055422365046879554 0.007874193498301759 0.0057295863514601761 -0.0024850129565802178 0.019887383125019184
leaf_weight=72 75 99 77 54 57 59 75 55 87 57 74 104 53 1229 58 53
leaf_count=72 75 99 77 54 57 59 75 55 87 57 74 104 53 1229 58 53
internal_value=0 0.00570657 0.00602478 0.00991935 0.00513795 -0.00191678 0.00562935 0.0115167 0.00905442 0.00603174 0.00671174 0.00163831 -0.00100168 0.00616762 0.00269247 0.0141766
internal_weight=0 2263 2191 406 1785 116 1669 352 253 1594 1380 214 157 1306 113 140
internal_count=2338 2263 2191 406 1785 116 1669 352 253 1594 1380 214 157 1306 113 140
is_linear=0
shrinkage=0.16829


Tree=4918
num_leaves=25
num_cat=0
split_feature=3 52 16 15 2 3 43 43 3 16 15 0 0 133 49 3 15 1 16 15 16 159 12 49
split_gain=0.256447 0.198076 0.203465 0.185725 0.251655 0.528568 0.287841 0.29123 0.202786 0.190192 0.211077 0.166833 0.236762 0.206903 0.193907 0.148231 0.132303 0.183403 0.180228 0.168698 0.151264 0.110797 0.0828833 0.0784499
threshold=0.31534000000000006 0.091275000000000009 0.081265000000000018 -0.41971499999999995 0.087610000000000007 -0.12077499999999998 -0.036794999999999994 -0.085349999999999995 -0.082334999999999978 -0.0090499999999999973 0.085915000000000019 -0.22607999999999998 -0.14803999999999998 -0.0042049999999999995 -0.0062499999999999995 -0.08317999999999999 0.086275000000000004 0.109225 -0.072359999999999994 0.090545000000000014 -0.073774999999999993 -0.018164999999999997 0.088545000000000013 -0.0094899999999999984
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 3 16 -1 5 -5 7 23 -9 10 -8 -6 -13 15 -15 -14 17 18 22 -18 -21 -22 -3 -7
right_child=-2 2 -4 4 11 6 9 8 -10 -11 -12 12 13 14 -16 -17 19 -19 -20 20 21 -23 -24 -25
leaf_value=-0.002478495748605633 -0.0059022696131133447 0.00024266285090690688 -0.0080291613677150771 0.023268815826535564 -0.0048677955714626492 0.0039731377807918451 0.0043517606489898069 0.0056950942335925797 -0.0045636844668305015 0.017996386502800818 0.012969368047854002 0.01453818975950676 -0.0086990557260695194 -0.0002486187052772468 0.0070768734564352655 0.0019257709652828372 -0.0080966910476499843 -0.0024442757610748864 0.016515831358508697 0.0099899494219729285 0.0043077106026357262 -0.0055928768940422969 0.0091259710818476104 0.012149939159363545
leaf_weight=77 66 58 53 60 57 52 177 93 132 70 149 62 54 135 417 119 54 57 55 55 65 63 62 96
leaf_count=77 66 58 53 60 57 52 177 93 132 70 149 62 54 135 417 119 54 57 55 55 65 63 62 96
internal_value=0 0.00472756 0.00184533 0.00558627 0.00595852 0.00804317 0.00685288 0.0034907 -0.000315404 0.0100152 0.00829599 0.00390879 0.00454673 0.00368981 0.00528206 -0.00138026 0.00296504 0.0058221 0.00852485 0.000160672 0.00260709 -0.000551199 0.00484734 0.00928915
internal_weight=0 2272 522 1750 1673 829 769 373 225 396 326 844 787 725 552 173 469 232 175 237 183 128 120 148
internal_count=2338 2272 522 1750 1673 829 769 373 225 396 326 844 787 725 552 173 469 232 175 237 183 128 120 148
is_linear=0
shrinkage=0.16829


Tree=4919
num_leaves=26
num_cat=0
split_feature=1 1 12 4 1 12 12 4 12 4 52 12 4 52 52 403 12 457 1 4 52 42 52 159 42
split_gain=16.0662 2.25876 2.14782 1.47889 1.39114 1.27863 1.16438 0.680727 0.679066 0.637097 0.418432 0.363296 0.329302 0.308824 0.299138 0.292526 0.517075 0.240678 0.199136 0.151663 0.220059 0.35634 0.136048 0.114482 0.0891482
threshold=0.109225 0.13604000000000002 0.077755000000000005 -0.44205499999999992 0.093575000000000019 0.11844 0.089125000000000024 0.50373500000000015 0.091475000000000015 0.056640000000000003 -1.0000000180025095e-35 -0.077034999999999978 0.052250000000000012 -0.54159499999999994 0.088555000000000009 -0.0055949999999999984 0.086315000000000017 0.083570000000000019 0.089475000000000013 0.053255000000000004 0.099400000000000016 0.092340000000000019 0.0074400000000000013 -0.023859999999999996 0.087260000000000018
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=2 6 3 -1 10 8 11 -3 12 -8 -5 -2 14 -10 15 16 -4 -6 -17 20 22 -22 -15 -16 -25
right_child=1 7 5 4 17 -7 9 -9 13 -11 -12 -13 -14 19 23 18 -18 -19 -20 -21 21 -23 -24 24 -26
leaf_value=0.0017195208803866733 0.00058360165765505303 0.00060020855696327658 0.0019246312684842548 0.0011544851701798548 0.00098500860739766157 0.0010486061007333361 0.0014369632927160583 0.00010612254899987067 0.0016840768731675713 0.00091734432868284771 0.0015054539078960571 0.00087850127592852911 0.0013886727397735554 0.0014513495058413974 0.0016192938832568662 0.0016120822952579716 0.0015972913193016214 0.00068844935443732362 0.0013891272903224839 0.001288119165223359 0.001151034307507367 0.001474873003488694 0.0016218819618157071 0.0013500933308090281 0.001524573295603361
leaf_weight=53 87 63 93 76 70 64 52 59 52 52 75 98 90 216 55 389 127 54 52 92 66 89 73 73 68
leaf_count=53 87 63 93 76 70 64 52 59 52 52 75 98 90 216 55 389 127 54 52 92 66 89 73 73 68
internal_value=0 0.000738543 0.00145736 0.00121357 0.00111594 0.00150735 0.000897565 0.000361554 0.00152646 0.00117749 0.00132904 0.000740009 0.00158152 0.00143771 0.00160173 0.00163584 0.00173583 0.000856146 0.00158587 0.00141375 0.0014397 0.00133721 0.00149455 0.00148653 0.00143449
internal_weight=0 411 1927 328 275 1599 289 122 1535 104 151 185 947 588 857 661 220 124 441 536 444 155 289 196 141
internal_count=2338 411 1927 328 275 1599 289 122 1535 104 151 185 947 588 857 661 220 124 441 536 444 155 289 196 141
is_linear=0
shrinkage=0.0032998


Tree=4920
num_leaves=22
num_cat=0
split_feature=4 3 4 3 2 2 4 3 4 4 3 483 15 156 3 1429 49 3 133 52 13
split_gain=12.6957 4.42054 2.34407 2.2659 1.52552 1.02787 0.722026 0.719244 0.676069 0.535249 0.374051 0.316915 0.243638 0.317223 0.843131 0.728634 0.290886 0.490941 0.281223 0.157881 0.120889
threshold=0.27287000000000006 -0.046329999999999989 -0.21586499999999997 0.11191000000000002 0.12708000000000003 0.12358500000000001 0.029980000000000003 -0.0035149999999999995 -0.0058549999999999991 0.50113000000000019 0.085315000000000016 -0.086734999999999993 -0.026169999999999995 0.087045000000000011 -0.14162499999999997 0.083615000000000009 0.085870000000000016 -0.083829999999999988 0.085650000000000018 1.0000000180025095e-35 -0.06977499999999999
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 7 9 6 11 8 -4 -2 -9 -1 16 14 -14 -15 17 -13 -18 20 -8
right_child=4 2 3 -5 -6 -7 19 10 -10 -11 -12 12 13 15 -16 -17 18 -19 -20 -21 -22
leaf_value=0.0015670358786774724 0.0004870694170483721 0.0013998103366804268 0.00054812193563288252 0.00031289239728644381 0.00013887101397038932 0.00086832749768381919 0.00097049334379269256 0.0013412026335530463 0.0010108156436590865 0.00087106801280083224 0.00097733414950649535 0.00092005710975137536 0.0017343342795231591 0.0014727952331910672 0.0013711572668813532 0.00092743896174594487 0.0015127162159266913 0.0012981552218790291 0.00123662013188697 0.0012803722453659013 0.0011797491589344395
leaf_weight=84 85 100 63 74 95 52 59 59 77 75 67 54 77 56 815 52 86 128 80 73 69
leaf_count=84 85 100 63 74 95 52 59 59 77 75 67 54 77 56 815 52 86 128 80 73 69
internal_value=0 0.00125001 0.0009552 0.000824329 0.000470566 0.00132697 0.00134155 0.000966476 0.000802855 0.000667289 0.001148 0.00136768 0.00135524 0.00138185 0.00140255 0.00121054 0.00127867 0.00118617 0.00137987 0.00115522 0.00108357
internal_weight=0 2125 440 340 255 1685 1633 266 140 160 126 1432 1348 1000 892 108 348 182 166 201 128
internal_count=2380 2125 440 340 255 1685 1633 266 140 160 126 1432 1348 1000 892 108 348 182 166 201 128
is_linear=0
shrinkage=0.0032998


Tree=4921
num_leaves=23
num_cat=0
split_feature=12 4 10 4 0 42 0 0 4 16 48 12 12 16 42 42 484 158 50 16 42 15
split_gain=10.0491 3.81675 2.21455 2.42236 1.17716 1.01342 0.902713 0.9024 0.636557 0.621408 0.567174 0.532886 0.381679 0.282056 0.24927 0.394209 0.193005 0.329833 0.271118 0.146265 0.219684 0.162972
threshold=0.077755000000000005 0.36766000000000004 -1.0000000180025095e-35 -0.15450999999999995 -0.019414999999999998 -0.0043149999999999994 -0.049744999999999991 -0.14097999999999997 0.053255000000000004 0.39524000000000009 0.085265000000000021 -0.079584999999999989 0.096475000000000019 -0.16238499999999997 0.089625000000000024 0.088520000000000015 -0.081554999999999989 0.07968500000000002 0.086105000000000015 -0.082039999999999988 0.11497500000000001 0.11614000000000001
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 6 -1 -4 5 -5 8 10 14 -8 -7 -9 13 -10 15 16 18 -18 -2 -16 21 -21
right_child=1 -3 3 4 -6 7 9 11 12 -11 -12 -13 -14 -15 19 -17 17 -19 -20 20 -22 -23
leaf_value=0.00018086694299535475 0.0010040416780977724 0.00032996635856456178 0.001245345112973278 0.001068533088788634 0.00021614519236271096 0.00096247648066414822 0.00075770458430673298 0.00067739407166830421 0.0013192596685721173 0.0011918697412178908 0.00059180279120446891 0.00024962647338525821 0.00087466764536473949 0.00099502727482941042 0.0013098087296403238 0.0015462822420410924 0.0012661891913640065 0.0015183572610560339 0.0013221137324005818 0.0011534734462298191 0.00099637560551686308 0.0013665678908259559
leaf_weight=81 69 56 95 77 56 100 79 56 66 67 83 74 79 55 84 60 716 63 53 180 78 53
leaf_count=81 69 56 95 77 56 100 79 56 66 67 83 74 79 55 84 60 716 63 53 180 78 53
internal_value=0 0.00117847 0.000690289 0.000766495 0.000664419 0.000728697 0.00120637 0.000644982 0.00122973 0.000957186 0.000794549 0.000434167 0.00105483 0.00117217 0.0012555 0.00128462 0.00126715 0.00128663 0.00114251 0.00118456 0.00115061 0.0012021
internal_weight=0 1758 622 541 446 390 1702 313 1556 146 183 130 200 121 1356 961 901 779 122 395 311 233
internal_count=2380 1758 622 541 446 390 1702 313 1556 146 183 130 200 121 1356 961 901 779 122 395 311 233
is_linear=0
shrinkage=0.0032998


Tree=4922
num_leaves=26
num_cat=0
split_feature=1 3 10 4 4 14 12 4 1 4 15 3 12 4 12 42 13 402 1210 4 42 3 12 42 12
split_gain=20.6041 3.18995 2.07016 2.06024 1.43558 0.871846 0.961605 1.26921 0.5973 0.578273 0.565382 0.386287 0.322688 0.434372 0.285349 0.522639 0.512414 0.241393 0.209395 0.232951 0.199027 0.157898 0.114025 0.12185 0.0872813
threshold=0.10439500000000002 -0.049204999999999992 -0.0093599999999999985 0.24726500000000004 0.052250000000000012 0.062655000000000016 0.054520000000000006 -0.21586499999999997 0.083555000000000018 0.024315000000000003 -0.085884999999999975 0.0037100000000000002 0.096780000000000019 0.066275000000000014 0.093270000000000006 -1.0000000180025095e-35 -0.059914999999999989 -0.086719999999999978 -0.052634999999999994 -0.088784999999999989 0.090625000000000025 0.12991000000000003 0.10031500000000002 -0.069844999999999977 0.097510000000000013
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=4 3 -3 20 5 6 7 -1 12 -4 -9 -11 13 -6 17 22 24 -8 -19 -20 -2 -13 -16 -24 -17
right_child=1 2 9 -5 8 -7 14 10 -10 11 -12 21 -14 -15 15 16 -18 18 19 -21 -22 -23 23 -25 -26
leaf_value=0.0018213343513684207 0.0016863774951192791 9.885221962024855e-05 0.0010185548860981108 0.0008147302391364222 0.001336536629104045 0.0020662403186607172 0.0015616815222958336 0.0014332072903671038 0.0011036867887560531 0.00093162576172664275 0.00098582727101742844 0.00047400997579445046 0.0012689368753675541 0.0017222021782779251 0.0018686128183613123 0.0015571950349561852 0.0012890913725058931 0.00194598008958773 0.0019363514994532134 0.001712402575477725 0.0013971129647961395 0.00071124887976670625 0.001799662986139827 0.0015660656761265848 0.0017289424996387338
leaf_weight=65 52 52 100 72 52 61 94 78 56 57 52 58 52 87 66 93 76 54 57 756 57 68 54 52 59
leaf_count=65 52 52 100 72 52 61 94 78 56 57 52 58 52 87 66 93 76 54 57 756 57 68 54 52 59
internal_value=0 0.000895718 0.000704767 0.00124894 0.00164097 0.00167688 0.00166159 0.00144364 0.00140578 0.000815977 0.00125453 0.000705085 0.00149417 0.00157818 0.00169279 0.0016173 0.00151258 0.00172418 0.00174176 0.00172815 0.00153543 0.000602323 0.00175591 0.0016854 0.00162409
internal_weight=0 516 335 181 1864 1617 1556 195 247 283 130 183 191 139 1361 400 228 961 867 813 109 126 172 106 152
internal_count=2380 516 335 181 1864 1617 1556 195 247 283 130 183 191 139 1361 400 228 961 867 813 109 126 172 106 152
is_linear=0
shrinkage=0.0032998


Tree=4923
num_leaves=22
num_cat=0
split_feature=1 52 2 0 52 3 4 16 52 2 2 4 14 0 52 43 49 2 3 43 3
split_gain=17.9053 4.27497 2.44017 1.30219 1.0656 1.04687 0.938106 0.935221 1.15274 0.745015 0.877421 0.738039 0.575711 0.653206 0.423989 0.461063 0.420496 0.539059 0.253642 0.202331 0.201774
threshold=0.10439500000000002 -0.40011499999999994 0.14823500000000003 -0.069074999999999984 0.12371000000000001 0.091170000000000015 -0.012889999999999999 0.081265000000000018 0.022635000000000006 0.11144000000000001 -1.0000000180025095e-35 0.043850000000000007 0.062655000000000016 -0.11208499999999998 1.0000000180025095e-35 -0.010064999999999999 0.082865000000000008 0.10028500000000001 0.085315000000000016 0.26667500000000005 -0.070494999999999988
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 4 5 6 11 -3 8 -5 10 -8 12 13 -1 15 -13 17 -9 -11 20 -15
right_child=1 2 -4 7 -6 -7 9 16 -10 18 -12 14 -14 19 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0010726983449969522 0.0014926380993395751 0.00017615246000448278 2.1776263511824607e-05 0.00066608467612579787 0.0010116803319580505 0.00094913082030830377 0.00051899103641905387 0.001699361306331525 0.0012753897493695114 0.00031636888271765258 0.0010739038382915863 0.00092654245294458086 0.0017821197342213478 0.0014530952656497712 0.0014397656178279587 0.0013259276989612484 0.0011126816265862726 0.0012519943981062626 0.0006220072096635007 0.0012811299333513691 0.0016456155191527807
leaf_weight=52 61 52 76 69 79 53 54 52 67 57 74 66 56 1040 72 62 66 70 63 73 66
leaf_count=52 61 52 76 69 79 53 54 52 67 57 74 66 56 1040 72 62 66 70 63 73 66
internal_value=0 0.000671994 0.000561897 0.00136672 0.000670113 0.00140684 0.000580049 0.00117591 0.000966516 0.000664595 0.000840075 0.00142313 0.00145227 0.00143724 0.00123546 0.00112027 0.0013272 0.00144296 0.000477123 0.00145328 0.00146462
internal_weight=0 516 455 1864 379 1540 300 324 136 248 128 1487 1287 1231 200 128 188 122 120 1179 1106
internal_count=2380 516 455 1864 379 1540 300 324 136 248 128 1487 1287 1231 200 128 188 122 120 1179 1106
is_linear=0
shrinkage=0.0032998


Tree=4924
num_leaves=23
num_cat=0
split_feature=12 16 12 0 150 160 16 16 160 12 11 16 13 0 1456 13 1447 16 474 0 12 12
split_gain=15.0272 2.14068 1.61141 1.47068 0.856594 0.913625 0.826995 0.615661 0.758879 0.519863 0.752227 0.736652 0.430375 0.334256 0.320904 0.280122 0.248652 0.24757 0.228671 0.170546 0.206767 0.203019
threshold=0.077755000000000005 0.15454000000000004 0.13820000000000002 -0.069389999999999993 0.091105000000000005 0.051820000000000005 -0.50790499999999994 -0.28430999999999995 -0.047679999999999993 0.091475000000000015 1.0000000180025095e-35 -0.066704999999999987 -0.011834999999999998 -0.098179999999999976 -1.0000000180025095e-35 -0.078624999999999987 -0.085804999999999979 0.00088000000000000003 0.085960000000000023 -0.072529999999999983 0.093595000000000025 0.098330000000000015
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 3 6 4 5 7 -2 -1 -9 10 13 19 -5 -8 -13 -16 -15 -17 -18 20 -11 -22
right_child=2 -3 -4 12 -6 -7 9 8 -10 11 -12 14 -14 16 15 17 18 -19 -20 -21 21 -23
leaf_value=0.00052866511290937054 0.00099710787065492934 0.0012346884826960375 0.00082324327353594669 0.00060519633288980579 0.00051171015290758597 0.0011893531899167633 0.0012062653549453088 0.00064452440350766093 0.0011305857364564188 0.0013555398967615201 0.0018464370457417212 0.0015077087532631695 0.00024448954953026783 0.0012620560363295051 0.0014512335000846283 0.0013232243786330459 0.0014633869245405501 0.0011203863494807576 0.0016526282319080713 0.0013378241298118362 0.0017250790028341388 0.0014850285113252148
leaf_weight=70 52 101 53 73 79 85 59 65 77 60 56 52 72 62 53 101 686 204 81 74 70 95
leaf_count=70 52 101 53 73 79 85 59 65 77 60 56 52 72 62 53 101 686 204 81 74 70 95
internal_value=0 0.000794548 0.00139148 0.000709155 0.00081813 0.000899517 0.00140912 0.000783142 0.000908341 0.00142206 0.0014732 0.00135392 0.00042633 0.00144963 0.0012625 0.00122679 0.00146691 0.00118767 0.00148342 0.00147916 0.00152549 0.00158708
internal_weight=0 622 1758 521 376 297 1705 212 142 1653 944 709 145 888 410 358 829 305 767 299 225 165
internal_count=2380 622 1758 521 376 297 1705 212 142 1653 944 709 145 888 410 358 829 305 767 299 225 165
is_linear=0
shrinkage=0.0032998


Tree=4925
num_leaves=11
num_cat=0
split_feature=9 9 39 1447 1213 402 403 1213 160 42
split_gain=0.454313 0.390041 0.237182 0.219181 0.204858 0.221865 0.284057 0.185699 0.174461 0.0554406
threshold=0.087755000000000014 -1.0000000180025095e-35 0.10076500000000001 -0.086059999999999984 -0.12977499999999997 0.087880000000000014 -0.055854999999999995 -0.086554999999999979 -0.5335399999999999 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 7 -7 -6 -9 -5
right_child=-2 2 -4 4 5 6 -8 8 -10 -11
leaf_value=-0.0033362380080538441 -0.0055035480167935575 0.017992886873037215 0.00084729641361876791 0.020660842513551842 -6.055836335910028e-05 -0.0047729201966486331 0.0094541223249865452 0.019558573091319864 0.0097127410829845641 0.012889178047811345
leaf_weight=68 61 92 85 53 53 71 90 53 1640 55
leaf_count=68 61 92 85 53 53 71 90 53 1640 55
internal_value=0 0.00919651 0.00958612 0.0099378 0.00956913 0.00916323 0.00316893 0.00971494 0.010022 0.0167197
internal_weight=0 2260 2192 2107 2015 1907 161 1746 1693 108
internal_count=2321 2260 2192 2107 2015 1907 161 1746 1693 108
is_linear=0
shrinkage=0.16829


Tree=4926
num_leaves=18
num_cat=0
split_feature=4 12 43 13 0 41 15 42 13 4 43 4 0 475 12 50 0
split_gain=13.5414 4.78613 1.85125 2.39531 1.19843 0.955956 0.786203 0.748598 0.710006 0.598688 0.569738 0.410976 0.742084 0.37177 0.566553 0.164845 0.20983
threshold=0.30163500000000004 0.077755000000000005 -0.031974999999999996 -0.28558999999999996 -0.10891999999999999 1.0000000180025095e-35 -0.42443999999999993 0.128055 -0.10899499999999999 0.0051600000000000005 -0.090809999999999988 -0.21586499999999997 -0.15385999999999997 -0.085684999999999997 0.083970000000000017 -1.0000000180025095e-35 -0.096594999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 -2 7 -6 8 -3 13 -1 -5 -13 -10 -15 -11 -17
right_child=4 5 3 11 6 -7 -8 -9 9 15 -12 12 -14 14 -16 16 -18
leaf_value=0.0010499971034409366 0.00084312791861435607 0.001092348351518052 0.00059153685447649632 0.0016048446086017129 0.00055752118603894527 0.0018534248533016251 5.7039683056854717e-05 0.0010581279207848902 0.0017072502830673723 0.0011708995879761077 0.00062268305279591766 0.0015190984653568704 0.0010656285387607828 0.0012125801234228817 0.001506360577146102 0.0012453097845897849 0.0014778412678387192
leaf_weight=53 97 56 52 64 91 66 55 53 92 62 97 78 81 78 1068 80 98
leaf_count=53 97 56 52 64 91 66 55 53 92 62 97 78 81 78 1068 80 98
internal_value=0 0.00138204 0.00106942 0.00123048 0.000558541 0.0014624 0.000369225 0.00144612 0.0014595 0.00147339 0.000773902 0.00137931 0.00128831 0.00150284 0.0014864 0.00132133 0.00137353
internal_weight=0 2078 425 275 243 1653 146 1587 1534 1478 150 223 159 1238 1146 240 178
internal_count=2321 2078 425 275 243 1653 146 1587 1534 1478 150 223 159 1238 1146 240 178
is_linear=0
shrinkage=0.0032998


Tree=4927
num_leaves=21
num_cat=0
split_feature=2 2 151 3 3 0 16 0 3 16 13 43 13 52 401 402 2 151 43 403
split_gain=0.735765 0.402948 0.252614 0.396776 0.36852 0.231864 0.295465 0.241346 0.222647 0.219992 0.334093 0.402188 0.509073 0.185657 0.169869 0.201929 0.159266 0.141577 0.188773 0.0801369
threshold=-0.0091949999999999983 0.11517500000000001 -0.04886999999999999 -0.14443999999999999 -0.10237999999999998 -0.10417499999999999 -0.48186499999999993 -0.14803999999999998 -0.020014999999999995 0.062365000000000011 -0.39067499999999994 -0.051239999999999987 -0.0074049999999999993 -0.10271999999999999 0.087110000000000007 0.097825000000000009 0.085525000000000004 -0.093064999999999981 -0.081204999999999986 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 16 13 -5 6 -6 -8 -1 10 -3 -12 -13 -4 15 -7 -2 -18 -19 -16
right_child=1 9 3 4 5 14 7 -9 -10 -11 11 12 -14 -15 19 -17 17 18 -20 -21
leaf_value=0.0040980008039995137 0.022215084987610718 0.012800367098669583 0.011318211568112054 -0.0042195918984787055 0.014091297344580369 0.0096356109888715812 0.0059856777126416011 -0.0084178672003223376 -0.009870962662171941 0.010602921517241095 0.0073986306030050164 -0.020236467081758743 0.0019815509384963907 0.024286450147740443 0.020629778517429864 -0.001081352039649385 0.017905048727353576 0.014232644456904083 0.0012107383643886072 0.01162489911484468
leaf_weight=56 62 53 60 63 52 1033 69 63 76 93 74 55 62 67 55 52 84 79 53 60
leaf_count=56 62 53 60 63 52 1033 69 63 76 93 74 55 62 67 55 52 84 79 53 60
internal_value=0 0.0089973 0.00997184 0.0091428 0.00834892 0.00892234 0.00334475 -0.000875131 -0.00393113 0.0036363 0.000973628 -0.00229873 -0.00844746 0.0181739 0.00977607 0.00912033 0.0146593 0.0124822 0.00901776 0.0159472
internal_weight=0 2189 1852 1574 1447 1384 184 132 132 337 244 191 117 127 1200 1085 278 216 132 115
internal_count=2321 2189 1852 1574 1447 1384 184 132 132 337 244 191 117 127 1200 1085 278 216 132 115
is_linear=0
shrinkage=0.16829


Tree=4928
num_leaves=17
num_cat=0
split_feature=2 2 42 16 16 3 3 42 3 3 16 16 16 51 2 51
split_gain=0.509021 0.278507 0.159053 0.211166 0.196888 0.211927 0.154084 0.141064 0.159232 0.209556 0.223743 0.302659 0.211375 0.145122 0.120841 0.10535
threshold=-0.0091949999999999983 0.11517500000000001 -0.012569999999999998 0.062365000000000011 -0.17699999999999996 -0.0026499999999999996 -0.020014999999999995 -0.19327999999999998 0.11191000000000002 0.092330000000000009 0.081265000000000018 0.041625000000000002 0.21684500000000004 -0.091149999999999981 0.14062000000000005 -0.13690499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 -3 4 14 -6 -1 -2 9 10 11 13 -12 -9 -4 -14
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 12 -13 15 -15 -16 -17
leaf_value=0.0034083490863913149 -0.00014760584892555784 -0.005517413476263641 0.0015436861456674473 0.012701073666409324 0.0045543687690164664 -0.0104166601787658 -0.0082097806594894334 0.00047014677618338277 0.016625627396795038 -0.0010402562283226236 0.02232291833427277 -0.003589961900880804 0.016003027354380705 0.0087094609299074918 0.012795995482884541 0.0075914684058529516
leaf_weight=56 54 52 56 69 52 55 76 64 67 66 57 63 66 1294 53 121
leaf_count=56 54 52 56 69 52 55 76 64 67 66 57 63 66 1294 53 121
internal_value=0 0.00748453 0.00302614 0.00459127 0.00199232 -0.00312423 -0.00326727 0.00829483 0.00854938 0.00823574 0.00860452 0.00779308 0.0133228 0.00832248 0.00703148 0.0105699
internal_weight=0 2189 337 285 216 107 132 1852 1798 1731 1665 1421 244 1358 109 187
internal_count=2321 2189 337 285 216 107 132 1852 1798 1731 1665 1421 244 1358 109 187
is_linear=0
shrinkage=0.16829


Tree=4929
num_leaves=19
num_cat=0
split_feature=4 2 2 2 11 0 14 0 4 4 52 52 0 4 51 2 4 0
split_gain=18.4612 7.29541 3.88468 2.59605 1.64524 1.55553 1.49133 1.28741 1.01336 0.791104 0.634579 0.515136 0.47658 0.378079 0.333405 0.434085 0.307177 0.170492
threshold=0.30163500000000004 0.14234000000000005 -0.007134999999999999 0.098365000000000022 1.0000000180025095e-35 -0.091674999999999993 -0.44847999999999993 -0.10075499999999998 0.022635000000000006 0.0063250000000000008 -0.5528599999999998 0.024560000000000002 -0.10417499999999999 -0.16772499999999999 -0.029924999999999997 0.089570000000000025 -0.0087849999999999977 -0.066849999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 8 -2 -8 -5 12 -7 16 -4 -14 -11 -16 -12 -13
right_child=6 -3 3 5 -6 10 7 -9 -10 14 11 17 13 -15 15 -17 -18 -19
leaf_value=0.00063365862924582553 0.00088870672853262579 0.0003608946685523766 0.0012061627052849465 0.0006582051998369813 0.0020273607282358134 0.0016871993607023572 0.00054346796054670506 -2.2929116693316591e-06 0.0012061364866560297 0.0010591954442589406 0.0012979719796182691 0.0015699616176876846 0.0018050603778880841 0.0015134624094187829 0.001554772151356344 0.0011899342847769302 0.0009815113338113024 0.0013109748529585889
leaf_weight=68 55 75 54 72 63 52 94 94 76 53 71 61 52 1114 71 74 66 56
leaf_count=68 55 75 54 72 63 52 94 94 76 53 71 61 52 1114 71 74 66 56
internal_value=0 0.00137194 0.00140978 0.00143704 0.00150406 0.00121833 0.000410491 0.0002704 0.000939813 0.00148078 0.00135292 0.00128435 0.00151235 0.0015265 0.00128612 0.00136882 0.00114577 0.0014463
internal_weight=0 2078 2003 1935 1481 454 243 188 148 1418 306 254 1220 1166 198 145 137 117
internal_count=2321 2078 2003 1935 1481 454 243 188 148 1418 306 254 1220 1166 198 145 137 117
is_linear=0
shrinkage=0.0032998


Tree=4930
num_leaves=17
num_cat=0
split_feature=15 49 11 124 49 40 13 12 15 49 47 13 16 39 43 49
split_gain=7.88667 4.38585 1.42887 0.996839 0.92481 1.32774 0.802683 0.753581 0.7138 0.446746 0.425311 0.34047 0.300786 0.242288 0.231359 0.0422217
threshold=-0.25061999999999995 -0.014169999999999999 1.0000000180025095e-35 -0.043384999999999993 -0.065034999999999996 -0.082074999999999995 -0.0074049999999999993 0.088035000000000016 -0.050004999999999994 0.12497000000000001 0.11227500000000001 -0.089024999999999979 -0.076944999999999986 0.085905000000000023 0.064420000000000019 -0.14731999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 5 -2 13 -4 -7 10 11 14 -13 -1 -5 -10
right_child=1 2 7 9 -6 8 -8 -9 15 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00021004459644464869 0.00059095491520451729 0.00090471258750008841 0.0019697673436764066 0.0011364878656460423 0.00065468034131042669 0.00094596000925947603 0.00082607134365333848 0.0014677340386682605 0.0014266353499127267 0.0010856673951625524 0.0010677696804301446 0.0014357248004897209 0.0013303464776339285 0.00052440203150342431 0.0014016810005128113 0.001281209507527879
leaf_weight=52 56 63 54 123 95 86 71 85 52 79 60 514 742 56 53 53
leaf_count=52 56 63 54 123 95 86 71 85 52 79 60 514 742 56 53 53
internal_value=0 0.00127485 0.00134089 0.00131346 0.000932371 0.00103903 0.00055313 0.00166302 0.00117022 0.00132983 0.00134274 0.00135423 0.0013735 0.000373371 0.00121655 0.00135357
internal_weight=0 2115 1773 1634 342 247 179 139 191 1571 1492 1432 1256 108 176 105
internal_count=2294 2115 1773 1634 342 247 179 139 191 1571 1492 1432 1256 108 176 105
is_linear=0
shrinkage=0.0032998


Tree=4931
num_leaves=28
num_cat=0
split_feature=1 52 2 2 14 1 2 0 1 16 0 0 4 4 16 2 43 0 40 16 16 160 2 2 13 4 13
split_gain=24.298 5.11904 3.59196 3.19211 2.76451 1.76953 1.53089 1.14107 0.911518 0.735722 0.726667 0.682866 0.592939 0.548589 0.498508 0.673375 0.444549 0.418374 0.29186 0.277353 0.245891 0.331335 0.181519 0.175382 0.143523 0.104962 0.0334091
threshold=0.104035 -0.41304999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.054835000000000009 0.14228000000000005 0.099325000000000011 -0.026509999999999995 0.086050000000000015 -0.0024749999999999993 -0.037794999999999995 -0.097199999999999995 0.0015850000000000003 -0.019569999999999997 -0.061784999999999993 0.085505000000000012 -0.072469999999999993 -0.074204999999999979 -0.026419999999999996 -0.50624499999999995 -0.069894999999999985 -0.047679999999999993 0.090225000000000014 0.084145000000000011 -0.077849999999999989 -0.074219999999999994 -0.049744999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 9 8 11 10 18 13 -8 17 14 23 -16 -13 24 -4 -20 22 -22 -15 -1 -10 -26 -18
right_child=1 2 5 -5 -6 -7 7 -9 12 -11 -12 16 -14 20 15 -17 26 -19 19 -21 21 -23 -24 -25 25 -27 -28
leaf_value=0.0019491413654084638 0.0018588206671248605 0.00077516171379329998 0.00061962760772308679 0.0017111114998441615 0.0023618271628250949 4.0927274122519398e-05 0.0013417852288327269 0.0011823206031860041 0.0018505590364092167 0.00040667324000291405 0.0021841321593388816 0.001911195486291493 0.0013322300542846185 0.0021335294096205826 0.0012656773988096715 0.0017123832214725563 0.0015161167066745041 0.0014714528142868045 0.0007224891900174963 0.0010411669051164825 0.0016837782454834475 0.0019419464420601038 0.0018830067141351193 0.0017624557649028999 0.0017766749284229774 0.001582639636696422 0.0016500841024799499
leaf_weight=72 57 86 56 74 75 52 69 85 102 64 56 83 64 68 52 132 52 78 52 73 101 126 67 310 67 67 54
leaf_count=72 57 86 56 74 75 52 69 85 102 64 56 83 64 68 52 132 52 78 52 73 101 126 67 310 67 67 54
internal_value=0 0.000925904 0.000809467 0.00120826 0.00174055 0.000594512 0.0017132 0.00151543 0.00176298 0.000711863 0.00181619 0.00162504 0.00162436 0.00179395 0.00172907 0.00158633 0.00172827 0.00168379 0.000819581 0.000908879 0.00189529 0.00182723 0.00200946 0.00179773 0.00175382 0.00167992 0.0015847
internal_weight=0 514 457 160 1780 297 1705 343 1362 245 984 258 378 928 566 184 189 314 181 125 362 227 135 382 236 134 106
internal_count=2294 514 457 160 1780 297 1705 343 1362 245 984 258 378 928 566 184 189 314 181 125 362 227 135 382 236 134 106
is_linear=0
shrinkage=0.0032998


Tree=4932
num_leaves=17
num_cat=0
split_feature=10 41 48 4 15 4 49 13 12 159 158 151 49 52 13 43
split_gain=0.625087 0.254301 0.279491 0.804493 0.499415 0.505275 0.29383 0.342172 0.331394 0.295786 0.354267 0.264622 0.233427 0.241703 0.221356 0.0586787
threshold=-0.0091199999999999979 0.086565000000000017 0.093265000000000015 -0.50775499999999985 -0.069404999999999981 0.062150000000000004 0.0060900000000000008 -0.0030199999999999997 -0.094329999999999983 0.087735000000000021 0.10254000000000001 -0.086654999999999982 0.093160000000000007 -0.022844999999999997 -0.080414999999999986 -0.072469999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 14 8 12 -5 11 -11 -10 13 -8 -4 -14
right_child=1 -3 4 6 -6 -7 7 -9 9 10 -12 -13 15 -15 -16 -17
leaf_value=-0.0032755558024731069 0.030965184319658418 0.021860573570172785 0.0058800728411168438 0.022215092342646337 -0.010010383143132354 -0.0052610446177863406 0.0095387374348899698 0.02411247992708845 -0.0010706465574527476 -0.0030336043266378275 0.012710948696386984 0.010087127163907045 0.010487094268675945 0.02576238919820403 0.020188192622981417 0.003640023431342879
leaf_weight=100 54 53 52 53 52 52 53 82 63 120 61 1227 73 52 76 71
leaf_count=100 54 53 52 53 52 52 53 82 63 120 61 1227 73 52 76 71
internal_value=0 0.0103163 0.0100296 0.0107006 0.00450067 0.00870273 0.0101098 0.0146635 0.00911955 0.00864649 0.00226265 0.00954082 0.0115445 0.0175904 0.0143896 0.00712358
internal_weight=0 2194 2141 1909 232 180 1855 331 1524 1471 181 1290 249 105 128 144
internal_count=2294 2194 2141 1909 232 180 1855 331 1524 1471 181 1290 249 105 128 144
is_linear=0
shrinkage=0.16829


Tree=4933
num_leaves=11
num_cat=0
split_feature=10 14 148 15 0 16 0 0 16 16
split_gain=0.451516 0.268262 0.28479 0.258512 0.225784 0.204973 0.533764 0.316418 0.404867 0.246089
threshold=-0.092019999999999977 0.062655000000000016 -0.081574999999999995 -0.43457999999999991 -0.081444999999999976 -0.53299999999999992 -0.15202999999999997 -0.10891999999999999 -0.074874999999999983 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 8 -8 -9
right_child=1 -3 3 5 -6 6 7 9 -10 -11
leaf_value=-0.0065545701278669367 -0.0032044153276470666 0.017994167264844846 -0.0068535153381094095 -0.0015168770173010679 0.0084033673399502747 0.023496380126635082 0.0078555557680228261 0.015655476420413567 -0.010112179324171367 0.0086267789344409707
leaf_weight=58 61 81 57 52 53 71 97 156 56 1552
leaf_count=58 61 81 57 52 53 71 97 156 56 1552
internal_value=0 0.0084681 0.00810921 0.00843964 0.000481196 0.00887998 0.00916074 0.00861285 0.00126739 0.0092698
internal_weight=0 2236 2155 2094 110 1984 1932 1861 153 1708
internal_count=2294 2236 2155 2094 110 1984 1932 1861 153 1708
is_linear=0
shrinkage=0.16829


Tree=4934
num_leaves=18
num_cat=0
split_feature=4 16 51 48 16 43 15 1 124 15 0 13 15 481 1 16 4
split_gain=0.39346 0.34554 0.247264 0.254379 0.548112 0.25289 0.192354 0.278986 0.185643 0.218458 0.337792 0.185125 0.180656 0.217962 0.204882 0.261394 0.193132
threshold=0.26450500000000005 -0.11777499999999998 0.089455000000000021 0.093265000000000015 -0.038799999999999994 -0.23269999999999999 -0.097499999999999989 0.07635500000000002 -0.058514999999999991 -0.42759999999999992 -0.14032999999999998 -0.04609499999999999 0.11754500000000001 -0.086354999999999987 0.104035 0.51148500000000008 -0.0083249999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 11 -3 -1 -8 -2 -10 -11 -4 13 -7 16 -16 -15
right_child=8 2 3 -5 -6 12 7 -9 9 10 -12 -13 -14 14 15 -17 -18
leaf_value=0.0059921777166858084 0.0088384849457789749 0.015727259264089681 0.005122971484811948 -0.0064405152069199785 0.019531561191613384 -0.0036955323739402668 0.011565669572886577 0.026722169388385824 0.0047802126138236836 0.003189991042083611 -0.014252486426868161 -0.0085901907805493571 0.015069177781459957 0.0064844099792448926 -0.0052540586857254172 0.0099443579293198407 0.011470519996073385
leaf_weight=60 63 101 60 74 53 56 91 56 90 59 67 52 75 911 81 53 292
leaf_count=60 63 101 60 74 53 56 91 56 90 59 67 52 75 911 81 53 292
internal_value=0 0.00754667 0.00679907 0.00174672 0.00542946 0.00756752 0.0140678 0.0173518 0.000796176 -0.00154118 -0.00607072 -0.00122781 0.0070049 0.00656943 0.00700072 0.000743848 0.00769616
internal_weight=0 2015 1808 239 165 1569 207 147 279 216 126 112 1468 1393 1337 134 1203
internal_count=2294 2015 1808 239 165 1569 207 147 279 216 126 112 1468 1393 1337 134 1203
is_linear=0
shrinkage=0.16829


Tree=4935
num_leaves=20
num_cat=0
split_feature=1 2 52 124 0 52 1 1 13 484 160 2 150 0 1429 42 2 0 481
split_gain=12.6053 4.31564 3.09584 1.90008 1.12141 0.965607 0.782234 0.946438 0.440786 0.429002 0.397174 0.369235 0.345231 0.612887 0.306888 0.226848 0.193548 0.181138 0.138695
threshold=0.10293500000000001 0.14461000000000004 -0.41304999999999997 -0.076779999999999987 0.04939000000000001 0.12431000000000002 0.10871500000000002 0.13554500000000003 -1.0000000180025095e-35 0.091040000000000024 -0.060309999999999996 0.095620000000000011 0.087380000000000013 -0.15202999999999997 0.08401500000000002 0.097535000000000011 0.11378000000000001 -0.084524999999999975 -0.070419999999999996
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 -2 -1 9 6 -4 8 16 10 11 14 13 -12 18 -15 -8 -11 -5
right_child=1 -3 5 4 -6 -7 7 -9 -10 17 12 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.00061527706554853916 0.0013191543121333011 -0.00010336282045249982 0.00020946858028261193 0.001332877462472854 0.00079607876996556871 0.00092504047442035426 0.00071614005349986316 0.00024471509272915341 0.00093372545184335369 0.0015333528473791894 0.0015424806902886233 0.00085069834017420499 0.00093984504897945788 0.0012158331414407419 0.00089932095333782047 0.001083101066988256 0.00045785213232566222 0.0012524962879003013 0.0011336464707922811
leaf_weight=71 75 85 73 52 85 76 71 63 65 52 59 67 54 923 54 172 59 53 176
leaf_count=71 75 85 73 52 85 76 71 63 65 52 59 67 54 923 54 172 59 53 176
internal_value=0 0.000581816 0.000702719 0.0011455 0.00116702 0.000589039 0.000511784 0.000597186 0.000710881 0.00118598 0.00117206 0.00107306 0.00120064 0.00121281 0.00112576 0.00119502 0.000599188 0.00139192 0.00117924
internal_weight=0 567 482 1818 1747 407 331 258 195 1662 1557 349 1208 1154 282 1095 130 105 228
internal_count=2385 567 482 1818 1747 407 331 258 195 1662 1557 349 1208 1154 282 1095 130 105 228
is_linear=0
shrinkage=0.0032998


Tree=4936
num_leaves=22
num_cat=0
split_feature=2 130 160 3 475 3 3 3 2 475 457 1 1209 42 3 13 133 2 133 12 15
split_gain=0.453357 0.471082 0.283684 0.274907 0.284722 0.270356 0.30776 0.41124 0.28945 0.245334 0.264958 0.29031 0.240252 0.189257 0.25175 0.206206 0.375888 0.189741 0.154473 0.105124 0.0626438
threshold=0.094720000000000013 -1.0000000180025095e-35 -0.52850499999999989 -0.14906999999999998 -0.088274999999999978 0.31534000000000006 -0.097224999999999992 -0.16324999999999998 0.09678500000000001 -0.06562999999999998 0.048870000000000004 0.11414000000000001 0.08456000000000001 -0.015274999999999999 -0.084854999999999986 -0.066659999999999983 0.087245000000000003 0.088555000000000009 -0.085989999999999983 0.088170000000000012 0.08568000000000002
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=2 -2 -1 -4 -5 6 7 -3 -8 -10 11 -11 13 14 19 17 -17 -15 -16 -6 -14
right_child=1 5 3 4 12 -7 8 -9 9 10 -12 -13 20 15 18 16 -18 -19 -20 -21 -22
leaf_value=0.019059970101173902 -0.013010976290229502 0.0056133399506452901 -0.0043290842785017594 -0.0051077168958185626 0.011493710744925886 -0.0076955202948857555 -0.0052811133025082229 -0.012724254537200861 0.017574795671326218 0.0064620875847313068 0.016931656981607417 -0.005311617445817254 0.011225860187675537 0.0088608254489305344 0.010698497396880812 0.0055987228198505741 -0.0080433701841809528 0.0018448754406172353 0.023232947746190141 0.0041075494492095665 0.019426202840101596
leaf_weight=54 54 74 62 52 92 59 59 65 57 333 54 72 57 507 58 214 78 140 55 137 52
leaf_count=54 54 74 62 52 92 59 59 65 57 333 54 72 57 507 58 214 78 140 55 137 52
internal_value=0 0.00217898 0.00705776 0.00662564 0.00709789 0.00324244 0.00414879 -0.00294887 0.0058677 0.00714595 0.00584695 0.00436455 0.0075558 0.00690783 0.0103037 0.00566908 0.00194845 0.00734547 0.0168152 0.00708276 0.0151544
internal_weight=0 827 1558 1504 1442 773 714 139 575 516 459 405 1390 1281 342 939 292 647 113 229 109
internal_count=2385 827 1558 1504 1442 773 714 139 575 516 459 405 1390 1281 342 939 292 647 113 229 109
is_linear=0
shrinkage=0.16829


Tree=4937
num_leaves=22
num_cat=0
split_feature=2 12 403 13 133 159 158 2 12 12 12 159 1 159 12 12 399 15 4 4 402
split_gain=0.315491 0.340193 0.236753 0.249621 0.36393 0.276194 0.203391 0.46333 0.299862 0.203887 0.270928 0.196141 0.21927 0.301858 0.178139 0.177214 0.125797 0.124117 0.202406 0.151339 0.095631
threshold=0.094835000000000017 -0.092124999999999985 -0.036909999999999991 -0.14179999999999995 0.089380000000000015 0.040035000000000008 0.097560000000000022 -0.087244999999999975 -0.036614999999999988 0.085515000000000022 0.08598500000000002 -1.0000000180025095e-35 0.082265000000000019 0.018290000000000004 0.085065000000000016 0.094185000000000005 0.088190000000000018 -0.043644999999999996 -0.057539999999999994 0.0015850000000000003 -0.089154999999999998
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=6 -2 -3 -4 5 17 7 -1 -9 11 -11 -10 13 -13 -8 -6 20 19 -19 -5 -12
right_child=1 2 3 4 15 -7 14 8 9 10 16 12 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.0080373602386423007 -0.0083483701883715917 -0.0057472256059298019 -0.0038332267621969643 0.015853794234421799 -0.0093651890727517503 0.017485093547634615 0.018510965951653274 0.015998708028630969 0.010029248972635917 0.018100204154716183 0.0099206428636722677 0.006250683705117447 -0.0072497629575601049 -0.0082087038346972101 0.005624464867390609 0.0031235473057957017 0.013378518470726774 0.0070009826569026315 -0.004814423155505094 0.0055597880837927041 0.0046505308047979973
leaf_weight=70 84 79 98 60 58 69 65 80 72 56 115 178 81 53 58 72 61 111 65 127 673
leaf_count=70 84 79 98 60 58 69 65 80 72 56 115 178 81 53 58 72 61 111 65 127 673
internal_value=0 0.00179457 0.00294992 0.00399366 0.00536169 0.00771194 0.00586973 0.00530611 0.0059897 0.00536711 0.00674671 0.00211104 0.000278001 0.00292538 0.012449 -0.00243453 0.00599572 0.00584928 0.00262713 0.00887229 0.00542193
internal_weight=0 823 739 660 562 432 1562 1439 1369 1289 905 384 312 231 123 130 849 363 176 187 788
internal_count=2385 823 739 660 562 432 1562 1439 1369 1289 905 384 312 231 123 130 849 363 176 187 788
is_linear=0
shrinkage=0.16829


Tree=4938
num_leaves=21
num_cat=0
split_feature=2 2 2 2 9 13 4 15 155 13 13 4 4 132 4 43 1456 1429 51 4
split_gain=12.0422 5.61508 3.98058 1.08667 0.92609 0.899217 0.695586 0.618677 0.592733 0.709584 0.489379 0.425959 0.731643 0.231912 0.231464 0.218253 0.203315 0.371397 0.230284 0.149428
threshold=0.12708000000000003 -0.0091949999999999983 0.094835000000000017 0.16730000000000003 1.0000000180025095e-35 -0.16152999999999998 0.04105000000000001 -0.10312999999999999 0.083165000000000003 -0.018704999999999996 -0.089624999999999982 -0.053824999999999991 -0.0045949999999999993 0.085885000000000003 0.065590000000000009 -0.072174999999999975 0.086175000000000015 0.084770000000000012 -0.085504999999999984 0.16421000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 7 -1 -4 13 -2 9 10 -7 -11 -13 16 -8 -12 17 18 -3 -16
right_child=3 2 5 -5 -6 8 14 -9 -10 11 15 12 -14 -15 19 -17 -18 -19 -20 -21
leaf_value=0.0004343086527118589 0.0004591041662967742 0.0016938090741944651 0.00079820187445901779 0.00015153915789553385 0.00097804101662270562 0.0010647752498338296 0.0011458627543191873 0.00088074815868337839 0.0014850687451027713 0.001315478367274654 0.0015800004286892491 0.00068689335287376325 0.0011342204962959273 0.0017134235527077198 0.0015358637053930712 0.0013247864730864952 0.0017178185428493458 0.0012645698085702172 0.0015251754196027264 0.0012829432730806071
leaf_weight=60 68 102 54 54 80 53 56 87 95 64 67 57 136 93 55 88 68 57 938 53
leaf_count=60 68 102 54 54 80 53 56 87 95 64 67 57 136 93 55 88 68 57 938 53
internal_value=0 0.00138503 0.001429 0.000555492 0.000745265 0.00120668 0.00152497 0.000695996 0.00124601 0.00119709 0.00134108 0.00108042 0.00100229 0.00155148 0.00132139 0.00143533 0.00153852 0.00152738 0.00154175 0.00141207
internal_weight=0 2176 2036 209 140 614 1422 155 560 465 208 257 193 1258 164 155 1165 1097 1040 108
internal_count=2385 2176 2036 209 140 614 1422 155 560 465 208 257 193 1258 164 155 1165 1097 1040 108
is_linear=0
shrinkage=0.0032998


Tree=4939
num_leaves=18
num_cat=0
split_feature=0 159 16 124 14 0 16 51 1 457 457 52 0 160 12 16 13
split_gain=0.417937 0.534215 0.527377 0.212165 0.382531 0.345085 0.490483 0.549946 0.591035 0.19332 0.189605 0.141711 0.304417 0.216061 0.156477 0.156665 0.0847737
threshold=0.0037850000000000002 0.096385000000000012 0.0045450000000000013 -0.087104999999999988 -0.10708499999999999 -0.13740499999999997 -0.52830499999999991 0.089600000000000027 0.087720000000000006 0.035070000000000011 0.089030000000000012 -0.016219999999999995 -0.059914999999999989 -0.073574999999999988 -0.064509999999999984 -0.41163499999999992 0.039845000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 -6 8 -8 11 -11 12 13 -7 -13 -16 -4
right_child=1 -3 16 4 5 9 7 -9 -10 10 -12 14 -14 -15 15 -17 -18
leaf_value=-0.004120187242693191 -0.018079479777048876 0.012898810013597576 0.0048592377518073384 0.017426775087321267 0.012540723423901525 -0.0080098004336620742 0.003904172927294702 0.0099979250265235277 -0.018001382160104173 0.020412610438826868 0.0066239790330129911 0.015701702024741814 0.01177548731110128 0.0028194594680153486 -0.0020385728071361684 0.0067037170345339361 -0.0039741450019084874
leaf_weight=63 67 54 62 77 64 65 56 55 92 52 63 52 89 264 61 1088 61
leaf_count=63 67 54 62 77 64 65 56 55 92 52 63 52 89 264 61 1088 61
internal_value=0 -0.00186124 -0.00606566 0.0054846 0.00577666 0.00532746 -0.00029817 -0.00435475 -0.00970065 0.00619473 0.0128745 0.00571914 0.00304239 0.000674479 0.00664928 0.00623803 0.000463848
internal_weight=0 244 190 2141 2078 2001 267 203 148 1734 115 1619 418 329 1201 1149 123
internal_count=2385 244 190 2141 2078 2001 267 203 148 1734 115 1619 418 329 1201 1149 123
is_linear=0
shrinkage=0.16829


Tree=4940
num_leaves=21
num_cat=0
split_feature=1 12 2 2 1 14 13 12 40 15 150 1446 160 1 12 12 15 1 12 13
split_gain=14.4909 3.29191 1.46521 1.39856 1.09669 0.995142 0.754965 0.754244 0.750546 0.591904 0.577813 0.460064 0.448996 0.396418 0.385922 0.399087 0.23355 0.221387 0.18574 0.122593
threshold=0.098370000000000027 0.085845000000000019 0.11500500000000001 0.106285 0.14262000000000002 0.062655000000000016 -0.004004999999999999 -0.089089999999999989 -0.012109999999999998 -0.032264999999999995 0.081245000000000026 0.095065000000000024 -0.50660999999999989 0.11869500000000001 0.082780000000000006 0.093995000000000009 -0.0070899999999999991 0.11570500000000002 0.098785000000000012 0.084330000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 17 5 6 8 7 -2 -1 18 -8 12 -10 -9 16 -16 -14 19 -5 -3
right_child=1 2 -4 9 -6 -7 10 13 11 -11 -12 -13 14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.001102064801311106 0.00089020439893648076 0.0013200906536127415 0.00071191185395613635 0.0014925663309551908 0.00029970581457359227 0.001911330726787367 0.0011106373425996054 0.00066665521047847411 0.0011951059032595532 0.0010162685945536113 0.00067314372081334224 0.0018017985609871919 0.0014647838327429971 0.00027576995148192318 0.0015497436296952848 0.0014009926132005409 0.0012153726798922236 0.0011780878080272436 0.0012198335177504855 0.0015457315419635282
leaf_weight=56 76 59 53 63 64 61 92 55 58 96 52 52 89 59 902 259 81 62 52 54
leaf_count=56 76 59 53 63 64 61 92 55 58 96 52 52 89 59 902 259 81 62 52 54
internal_value=0 0.000877636 0.00119401 0.00146197 0.00069631 0.00149621 0.000772201 0.000635066 0.00147927 0.00120898 0.000952898 0.00149391 0.00148236 0.000464664 0.00149485 0.00151659 0.00134615 0.00133981 0.00136955 0.00142823
internal_weight=0 626 228 1769 398 1558 334 190 1497 211 144 1441 1389 114 1331 1161 170 175 115 113
internal_count=2395 626 228 1769 398 1558 334 190 1497 211 144 1441 1389 114 1331 1161 170 175 115 113
is_linear=0
shrinkage=0.0032998


Tree=4941
num_leaves=24
num_cat=0
split_feature=3 2 2 3 43 3 2 2 0 1446 2 16 3 3 2 16 0 50 151 16 50 3 2
split_gain=17.0198 4.73791 2.8927 2.5296 3.27696 1.30077 0.958882 0.703988 0.689751 0.608141 0.566909 0.451635 0.827596 0.463325 0.434285 0.385308 0.27588 0.361007 0.266572 0.18306 0.158043 0.195565 0.0830032
threshold=-0.06340999999999998 0.14062000000000005 0.12454500000000002 0.30112000000000005 -0.049364999999999992 0.10812000000000001 0.091070000000000012 -0.020134999999999997 -0.11242999999999999 0.096495000000000011 0.096540000000000015 0.51148500000000008 -0.095119999999999996 -0.078644999999999979 0.16394500000000004 -0.16927999999999996 -0.079249999999999987 0.11084500000000001 -0.088934999999999986 -0.061784999999999993 0.089465000000000017 -0.079324999999999993 0.085730000000000015
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 3 9 4 7 6 22 -2 -9 10 15 12 -12 -14 -3 -1 17 18 -17 -8 21 -18 -6
right_child=1 14 -4 -5 5 -7 19 8 -10 -11 11 -13 13 -15 -16 16 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0018268135674222598 0.00092191524868623668 0.00096390023618103898 0.001249867552694781 0.00085743529622421891 0.0022078101312422841 0.0014351198942053436 0.0018329339632635728 0.001097975957113521 0.0015715798680888784 0.0023757781669722596 0.0015430663382017605 0.0021348507098291631 0.0021550612996135928 0.0017945812482282257 0.0005597567975499381 0.0019256372818449066 0.0018473539870907431 0.0018381846697432705 0.0021245467100944296 0.0015653004348602775 0.0020889825802856664 0.0020658873090852702 0.0020178610548744415
leaf_weight=89 55 64 55 59 65 86 59 60 78 52 82 62 71 91 54 86 147 62 746 59 90 70 53
leaf_count=89 55 64 55 59 65 86 59 60 78 52 82 62 71 91 54 86 147 62 746 59 90 70 53
internal_value=0 0.00138207 0.00199599 0.00150594 0.00158016 0.0017842 0.00191125 0.00123957 0.00136592 0.00202087 0.00200928 0.00188011 0.00181524 0.00195279 0.000779252 0.00203989 0.00205566 0.00208563 0.00210403 0.00169942 0.00196825 0.00191801 0.00212279
internal_weight=0 692 1703 574 515 322 236 193 138 1648 1596 306 244 162 118 1290 1201 894 832 118 307 217 118
internal_count=2395 692 1703 574 515 322 236 193 138 1648 1596 306 244 162 118 1290 1201 894 832 118 307 217 118
is_linear=0
shrinkage=0.0032998


Tree=4942
num_leaves=27
num_cat=0
split_feature=1 1 3 47 2 150 0 13 1 3 16 133 47 0 12 16 1 0 0 16 16 50 42 133 42 0
split_gain=18.5595 2.38631 2.27418 1.44418 1.38667 1.37106 0.822626 0.738779 0.603113 0.538614 0.485317 0.469567 0.465695 0.401177 0.758992 0.575972 0.417158 0.35732 0.270322 0.238824 0.342157 0.21715 0.208586 0.104599 0.116697 0.065466
threshold=0.10752500000000002 0.091785000000000019 -0.055839999999999994 0.096770000000000009 0.097145000000000023 1.0000000180025095e-35 -0.026509999999999995 -0.079854999999999995 0.11684000000000001 -0.078644999999999979 -0.11118499999999999 0.0061750000000000008 0.087885000000000019 -0.14989499999999997 0.082780000000000006 -0.013024999999999998 0.076010000000000008 -0.079249999999999987 -0.080634999999999984 -0.016079999999999994 -0.08069999999999998 0.10883000000000001 0.084145000000000011 0.099660000000000012 0.079170000000000004 -0.029554999999999994
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 4 12 8 13 7 9 -3 -4 -6 -10 18 -2 -1 15 -15 17 21 -9 20 -18 -16 -19 24 -11 -20
right_child=2 5 3 -5 6 -7 -8 11 10 23 -12 -13 -14 14 16 -17 19 22 25 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0015483034142622083 0.00066949205375268789 0.00073538841869208872 0.00041846901055150182 0.00075626217226378294 0.0013565307155541629 0.0006082218302407346 0.00072528398811368838 0.0010711131270091392 0.00024761115414910229 0.0010225432938462575 -0.00012079690857486572 0.00089998748407824005 0.0010676957666742976 0.00081203328291484052 0.0013524415923274976 0.0012839710227885398 0.0015530769984102967 0.00099365313397519763 0.0014410748362548645 0.0016298226342061951 0.0012164104668003868 0.0011376209781839136 0.0012581399651571221 0.00094246564087894277 0.0012316347218294561 0.0012686342051002083
leaf_weight=84 83 52 85 63 101 85 57 55 82 72 74 52 53 56 654 58 69 57 57 71 66 58 82 63 54 52
leaf_count=84 83 52 85 63 101 85 57 55 82 72 74 52 53 56 654 58 69 57 57 71 66 58 82 63 54 52
internal_value=0 0.00122034 0.000470093 0.000311233 0.00127453 0.000974323 0.00108933 0.00109031 0.000194751 0.00116077 7.26277e-05 0.00117559 0.000824933 0.00132571 0.00130971 0.00105245 0.00133743 0.00130481 0.00126276 0.00147201 0.00138875 0.00133499 0.00114993 0.00105596 0.00111243 0.00135913
internal_weight=0 1955 440 304 1602 353 347 268 241 290 156 216 136 1255 1171 114 1057 851 164 206 135 712 139 189 126 109
internal_count=2395 1955 440 304 1602 353 347 268 241 290 156 216 136 1255 1171 114 1057 851 164 206 135 712 139 189 126 109
is_linear=0
shrinkage=0.0032998


Tree=4943
num_leaves=11
num_cat=0
split_feature=123 4 132 3 13 39 48 2 39 48
split_gain=0.367487 0.486542 0.343057 0.749257 0.320383 0.312797 0.276532 0.302137 0.24046 0.248994
threshold=0.081990000000000021 -0.50388999999999984 0.10859000000000001 0.31343500000000007 -0.009329999999999998 0.088895000000000016 0.11376500000000002 0.14062000000000005 0.082810000000000009 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -2 7 8 9 -3
right_child=4 2 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.020744118865076613 0.011715914607431282 0.0075222259014449053 0.017336020825385153 -0.012758918776876285 -0.010278513190572828 -0.0041673021881668357 0.01831786676408061 -0.0053724433398413679 0.017905318913594464 -0.0031482915999926061
leaf_weight=81 79 1724 95 53 57 63 65 53 61 64
leaf_count=81 79 1724 95 53 57 63 65 53 61 64
internal_value=0 0.00793158 0.00744003 0.00697374 0.000369592 0.00465648 0.00750634 0.00713592 0.00749543 0.00713928
internal_weight=0 2196 2115 2020 199 142 1967 1902 1849 1788
internal_count=2395 2196 2115 2020 199 142 1967 1902 1849 1788
is_linear=0
shrinkage=0.16829


Tree=4944
num_leaves=23
num_cat=0
split_feature=4 12 2 43 2 11 2 4 15 3 11 15 12 43 15 51 2 12 0 43 15 52
split_gain=11.6563 5.09483 1.85207 1.77998 1.43547 1.07509 0.806729 0.628493 0.932521 0.599274 0.541556 0.500043 0.450505 0.346352 0.344915 0.296065 0.292523 0.20851 0.153688 0.149816 0.113237 0.0862076
threshold=0.30163500000000004 0.077755000000000005 0.10859000000000001 -0.065804999999999989 0.13538500000000001 1.0000000180025095e-35 0.081110000000000015 -0.053824999999999991 -0.097984999999999989 -0.076554999999999998 0.084680000000000019 -0.025694999999999999 -0.074254999999999988 0.061400000000000003 -0.41309499999999993 -0.20826999999999998 0.10686000000000002 0.083785000000000012 -0.097074999999999981 0.091510000000000022 0.088895000000000016 0.40438500000000005
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 2 3 6 12 9 -1 -5 -9 13 -7 -4 -2 15 -14 -3 19 -17 -19 21 -15 -11
right_child=4 5 11 7 -6 10 -8 8 -10 16 -12 -13 14 20 -16 17 -18 18 -20 -21 -22 -23
leaf_value=0.00050354572116786424 0.00042149805232659772 0.0011271274633971185 0.00078149417207573407 0.0015400380842149704 0.00013209019243836076 0.0018775083820310858 0.0010441054937785734 0.0014570980027399935 0.00088449105404241426 0.001132847704186576 0.0014379170401007692 0.00037254478255864532 0.00097195790230511113 0.0010645291337666692 0.0006078504550774119 0.0015515950671213259 0.0010357006994330727 0.0012151574574568902 0.0013779486964932179 0.0013824494744215975 0.0012833847050642104 0.0012943173461966943
leaf_weight=61 54 55 89 68 79 56 60 57 69 99 70 52 57 57 58 74 97 72 921 72 53 65
leaf_count=61 54 55 89 68 79 56 60 57 69 99 70 52 57 57 58 74 97 72 921 72 53 65
internal_value=0 0.00125566 0.000945847 0.0010867 0.000499833 0.00133918 0.000771883 0.00128287 0.00114381 0.00131546 0.00163357 0.000630926 0.000671528 0.00134924 0.000788627 0.00136675 0.00119035 0.00137907 0.00136618 0.00125377 0.0011703 0.00119706
internal_weight=0 2147 456 315 248 1691 121 194 126 1565 126 141 169 1232 115 1122 333 1067 993 236 110 164
internal_count=2395 2147 456 315 248 1691 121 194 126 1565 126 141 169 1232 115 1122 333 1067 993 236 110 164
is_linear=0
shrinkage=0.0032998


Tree=4945
num_leaves=23
num_cat=0
split_feature=12 2 2 2 2 4 12 4 43 52 2 12 4 16 42 403 1213 403 15 4 12 42
split_gain=15.059 5.07812 2.3826 2.04929 2.86477 1.28365 1.18135 0.652291 0.597485 0.569919 0.361018 0.356935 0.335821 0.267385 0.259123 0.250844 0.205439 0.253063 0.166887 0.280091 0.237508 0.146023
threshold=0.078515000000000015 0.13538500000000001 0.14721500000000001 0.074875000000000011 0.092235000000000025 -0.16270999999999997 0.094545000000000018 0.020345000000000005 -0.070049999999999987 0.044705000000000002 0.097220000000000015 0.10031500000000002 -0.00096999999999999983 -0.41863499999999992 0.097020000000000009 0.092660000000000006 -0.086979999999999988 -0.085254999999999984 -0.079799999999999996 -0.060264999999999992 0.098330000000000015 0.085545000000000024
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 6 3 8 -5 -6 10 18 -1 12 14 -9 -7 -14 15 16 -2 -18 -8 20 -20 -12
right_child=1 -3 -4 4 5 9 7 11 -10 -11 21 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23
leaf_value=0.0003123178544291463 0.0016495826804419041 0.00039128907976717465 0.00020346278063925998 0.0014692415753918275 0.0012543454737483372 0.000821056240271007 0.0015051888567396477 0.0012644878091132466 0.00075590823604244114 0.00099021209155352894 0.0013882174022648791 0.0009221255338076052 0.00071786767194716627 0.0004162115866520035 0.0016838604227962745 0.0012910652050333628 0.0013469913843634467 0.0014912864169893823 0.001503741056637252 0.0011579897633018619 0.0012677309216364663 0.001138649882161024
leaf_weight=84 71 57 74 91 57 64 55 58 55 60 56 81 52 86 61 92 175 637 89 100 105 52
leaf_count=84 71 57 74 91 57 64 55 58 55 60 56 81 52 86 61 92 175 637 89 100 105 52
internal_value=0 0.00136031 0.00075992 0.000834861 0.000952338 0.000804772 0.00139413 0.00125766 0.000488093 0.00070683 0.00145231 0.00106524 0.000622482 0.000530134 0.00147146 0.00145813 0.0014755 0.00146023 0.0013342 0.00130209 0.00137619 0.00126838
internal_weight=0 1689 623 549 410 319 1632 488 139 262 1144 139 202 138 1036 975 883 812 349 294 194 108
internal_count=2312 1689 623 549 410 319 1632 488 139 262 1144 139 202 138 1036 975 883 812 349 294 194 108
is_linear=0
shrinkage=0.0032998


Tree=4946
num_leaves=19
num_cat=0
split_feature=97 16 475 12 51 13 155 13 16 51 402 12 131 160 403 402 1213 13
split_gain=0.40166 0.29354 0.323733 0.30225 0.465552 0.331503 0.299667 0.567655 0.292295 0.274069 0.228773 0.230972 0.226736 0.195364 0.129988 0.41639 0.131613 0.0188293
threshold=-0.0047149999999999996 0.21684500000000004 -0.085684999999999997 0.087470000000000006 0.07955000000000001 -0.13033499999999998 0.099270000000000011 0.034905000000000012 0.0086100000000000013 -0.42947499999999994 0.091530000000000014 -0.097959999999999978 0.080385000000000012 0.049100000000000012 0.036225000000000007 0.086970000000000006 -0.059794999999999994 -0.053824999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 -5 7 9 14 -3 11 -4 -13 -6 15 -7 -16 -11
right_child=1 6 3 5 13 8 -8 -9 -10 17 -12 12 -14 -15 16 -17 -18 -19
leaf_value=-0.0062314661129321443 0.019389171459602863 0.014425829580529124 0.019779689060835968 -0.0022262143279439743 0.0030424379630539051 0.012374751080080381 0.011469478323715485 -0.015182174064880051 0.0029490981521995796 -0.001921089640610182 -0.00057538513882075153 0.0095391063600011785 0.0002288507120186659 -0.0088026065328351121 0.013060573690189292 0.028112050372910632 0.0019636300358391529 0.0023462282828641398
leaf_weight=55 83 57 54 52 100 594 96 52 99 59 75 553 86 65 62 52 60 58
leaf_count=55 83 57 54 52 100 594 96 52 99 59 75 553 86 65 62 52 60 58
internal_value=0 0.00830594 0.00908946 0.0086269 0.00648835 0.0107961 0.00359194 0.000237786 0.0115792 0.00485638 0.00823119 0.00918687 0.00828889 -0.0016129 0.0126893 0.0136443 0.00761779 0.000178977
internal_weight=0 2257 1935 1852 933 919 322 226 867 174 768 693 639 165 768 646 122 117
internal_count=2312 2257 1935 1852 933 919 322 226 867 174 768 693 639 165 768 646 122 117
is_linear=0
shrinkage=0.16829


Tree=4947
num_leaves=15
num_cat=0
split_feature=2 15 41 376 2 49 16 12 482 15 50 49 51 15
split_gain=0.359666 0.323765 0.274295 0.227046 0.270617 0.226532 0.229461 0.268827 0.270441 0.252174 0.179127 0.34158 0.203634 0.170169
threshold=0.13631000000000001 -0.035449999999999988 0.083975000000000008 0.080200000000000007 0.088055000000000008 -0.15031499999999998 0.21684500000000004 0.11512500000000002 0.093000000000000013 -0.18239999999999998 -0.24464999999999995 0.082865000000000008 -0.11266 -0.37478999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 5 -5 -1 7 8 9 -7 -8 12 -12 -2
right_child=1 -3 -4 4 -6 6 10 -9 -10 -11 11 -13 -14 -15
leaf_value=0.018834756898348844 -0.0027952504214552613 -0.011741374769006413 -0.0034499364842358327 -0.0086986327737506794 0.0083890643704092223 -4.1418108647148118e-05 0.011913559527587497 0.020106672156865173 0.017890865347218485 0.0081407099609591485 -0.0030079402629738174 -0.008796804165789875 0.0099760229912840594 0.010059263377904247
leaf_weight=53 54 53 66 52 53 115 53 54 75 1401 52 69 99 63
leaf_count=53 54 53 66 52 53 115 53 54 75 1401 52 69 99 63
internal_value=0 -0.000820605 0.00721206 0.00755189 -5.63039e-05 0.00795811 0.00765662 0.00840714 0.00800892 0.00751885 0.00312768 0.00100291 0.00549283 0.00411106
internal_weight=0 170 2142 2076 105 1971 1918 1645 1591 1516 273 220 151 117
internal_count=2312 170 2142 2076 105 1971 1918 1645 1591 1516 273 220 151 117
is_linear=0
shrinkage=0.16829


Tree=4948
num_leaves=21
num_cat=0
split_feature=1 1 457 12 1 14 13 4 4 13 12 4 12 1 1 1375 1429 4 12 1
split_gain=14.111 1.84931 2.02843 1.27553 0.963867 0.892666 0.667264 0.459483 0.418321 0.865076 0.416296 0.468705 0.372089 0.298927 0.273971 0.227539 0.345708 0.163081 0.202447 0.139418
threshold=0.10808500000000001 0.092235000000000025 0.062030000000000009 0.088335000000000011 0.12394500000000001 0.062655000000000016 -0.080624999999999988 -0.013125 0.024315000000000003 -0.085764999999999994 0.099815000000000015 -0.46376499999999993 0.079570000000000016 0.079415000000000013 0.12337000000000002 0.08302000000000001 0.084690000000000015 -0.067454999999999987 0.11007500000000002 0.10061500000000002
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 5 6 8 -5 10 -3 19 -2 -10 11 -1 13 -13 -11 16 -14 -12 -19 -8
right_child=3 2 -4 4 -6 -7 7 -9 9 14 17 12 15 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0016321894533683529 0.00067016814515837497 0.00083715059963890086 0.00050061488571330427 0.0011077252108292917 0.00052603604815581247 0.0017101322610984459 0.0012719939743924538 0.001040139798305496 0.00069666688468465786 0.00041703084104849797 0.0010071527195248612 0.00098224923514158083 0.0013301221539205532 0.0013066042866541679 0.00011437171547003732 0.0015064723911214872 0.0010556727553307805 0.0010760641788415087 0.0013362254905101415 0.0014888828019540429
leaf_weight=52 90 54 61 78 52 61 84 76 70 57 58 66 990 61 77 76 54 61 76 58
leaf_count=52 90 54 61 78 52 61 84 76 70 57 58 66 990 61 77 76 54 61 76 58
internal_value=0 0.00126914 0.00104546 0.000602811 0.000875321 0.00131702 0.00116752 0.00124919 0.000482193 0.000399091 0.00130095 0.00132248 0.00130954 0.00113832 0.000243378 0.00132892 0.00131596 0.00115733 0.00122064 0.00136083
internal_weight=0 1888 333 424 130 1555 272 218 294 204 1494 1299 1247 127 134 1120 1044 195 137 142
internal_count=2312 1888 333 424 130 1555 272 218 294 204 1494 1299 1247 127 134 1120 1044 195 137 142
is_linear=0
shrinkage=0.0032998


Tree=4949
num_leaves=23
num_cat=0
split_feature=4 402 1447 1 51 49 1 43 12 151 151 50 43 3 159 3 42 42 51 51 15 42
split_gain=0.276798 0.311812 0.340618 0.307655 0.416357 0.327728 0.319912 0.237347 0.230032 0.226282 0.274177 0.198135 0.237291 0.165275 0.248988 0.163687 0.274713 0.162859 0.134082 0.073575 0.0902646 0.0822562
threshold=-0.0087849999999999977 0.11232500000000002 -0.085024999999999989 0.080475000000000005 -0.082979999999999984 -0.080089999999999981 0.13976500000000003 -0.45516499999999999 -0.083994999999999986 -0.079329999999999984 -0.086824999999999986 0.11875500000000001 -0.077604999999999993 -0.059629999999999996 0.085035000000000013 0.11745500000000002 0.090705000000000022 -0.088334999999999983 -0.081684999999999994 -0.084389999999999979 -0.09547499999999999 0.08622500000000001
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 2 -1 13 -5 -6 8 -4 -7 10 -9 12 18 14 19 16 -10 -14 -11 -2 -21 -22
right_child=3 -3 7 4 5 6 -8 9 15 11 -12 -13 17 -15 -16 -17 -18 -19 -20 20 21 -23
leaf_value=-0.0055560189298248094 0.0089424363759082436 0.018237102864916269 0.018281365697028675 -0.011261883464622511 -0.008747397461599327 -0.0049899844924017689 0.016813930696589933 0.006977209612820205 0.011001630985776771 -0.0047909700370092319 0.020918304028514894 -0.0034256307550638377 0.015891954994029987 0.014363145031956326 0.01483198261556655 -0.0022376497392040708 -0.0027507143035229919 0.0076178000494422022 0.0045682242264705091 0.0074210414350312053 -0.0042877727273979774 0.0037274537247159512
leaf_weight=56 56 78 59 64 57 79 55 91 161 56 72 55 76 82 70 63 55 630 190 62 72 73
leaf_count=56 56 78 59 64 57 79 55 91 161 56 72 55 76 82 70 63 55 630 190 62 72 73
internal_value=0 0.00789043 0.00726098 0.00414171 0.00146631 0.00320333 0.00485706 0.00784646 0.00301509 0.00731872 0.0131463 0.00637365 0.00694167 0.00757993 0.0059042 0.0052882 0.00749156 0.00851105 0.00243037 0.00352115 0.00204584 -0.000240131
internal_weight=0 1363 1285 949 534 470 413 1229 358 1170 163 1007 952 415 333 279 216 706 246 263 207 145
internal_count=2312 1363 1285 949 534 470 413 1229 358 1170 163 1007 952 415 333 279 216 706 246 263 207 145
is_linear=0
shrinkage=0.16829


Tree=4950
num_leaves=18
num_cat=0
split_feature=4 150 457 4 42 14 160 2 0 2 11 4 483 42 51 4 0
split_gain=0.368935 0.274314 0.249177 0.257073 0.234987 0.255647 0.492297 0.389846 0.373232 0.18144 0.277617 0.176 0.150514 0.145355 0.140229 0.12267 0.0974337
threshold=0.043850000000000007 0.11614000000000001 0.10259500000000001 0.012315000000000001 0.094410000000000008 -0.22253999999999999 -0.067104999999999984 0.090225000000000014 -0.14012999999999998 -0.013254999999999998 0.080320000000000016 -0.50086499999999989 -1.0000000180025095e-35 0.10273000000000002 -0.15758999999999998 0.10686000000000001 -0.082504999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 5 -2 -7 -8 -9 -1 11 -11 16 -6 -14 -10 -13
right_child=1 -3 -4 -5 13 6 7 8 15 10 -12 12 14 -15 -16 -17 -18
leaf_value=0.015584294120233358 0.0081822023633714921 0.012714444574055279 -0.0052618289666887617 0.017667612454976511 0.013143642847422667 -0.017101941348994776 0.0077222699057371922 -0.016243094169325123 -0.0054633259298260285 0.014414314597319459 -0.0032309558981570064 0.017230814305750831 0.013820660919427744 0.001533632722309549 0.0050477910487323353 0.0056763393955086517 0.0068482185440311705
leaf_weight=55 59 53 53 56 52 64 99 60 55 72 92 52 54 75 1305 57 52
leaf_count=55 59 53 53 56 52 64 99 60 55 72 92 52 54 75 1305 57 52
internal_value=0 0.00117973 0.00608666 0.00643376 2.88222e-06 -0.00202282 -0.00382548 -0.000683454 -0.00553208 0.00605868 0.00573557 0.00627414 0.00587231 0.00630148 0.0053977 0.000189927 0.0120568
internal_weight=0 574 1791 1738 521 394 335 271 172 1682 1627 1535 1463 127 1359 112 104
internal_count=2365 574 1791 1738 521 394 335 271 172 1682 1627 1535 1463 127 1359 112 104
is_linear=0
shrinkage=0.16829


Tree=4951
num_leaves=16
num_cat=0
split_feature=0 3 0 1 157 3 4 43 3 11 49 124 1213 3 3
split_gain=0.353706 0.901831 0.479904 0.332397 0.486486 0.399676 0.290755 0.268277 0.25256 0.220022 0.145885 0.2847 0.160323 0.149189 0.0420635
threshold=0.076335000000000014 -0.24162499999999998 -0.014954999999999998 0.10915500000000002 -0.056799999999999996 -0.031844999999999991 -0.15333499999999997 -0.015804999999999996 0.11372500000000001 1.0000000180025095e-35 -0.08130999999999998 -1.0000000180025095e-35 -0.082414999999999974 -0.026769999999999999 0.31370500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 -1 -4 -7 10 13 -12 -13 -8 -10
right_child=1 -3 7 4 5 8 9 -9 14 -11 11 12 -14 -15 -16
leaf_value=-0.0074957881310082014 0.010904429934696053 -0.017240522440743661 0.02381431797409659 -0.015335470672425655 0.011097279643905732 -0.0088485982318593347 0.0048681257082212612 0.0083097333622595641 0.0066257019000565583 0.015289264739788554 -0.0065021492638296825 0.00068515033727821646 0.0056781611640409017 0.017390740674345245 0
leaf_weight=52 59 71 52 55 92 91 57 82 52 60 64 214 1256 52 56
leaf_count=52 59 71 52 55 92 91 57 82 52 60 64 214 1256 52 56
internal_value=0 -0.00445322 0.0045701 0.00394614 -0.000816728 0.00192119 0.00488617 0.0143398 -0.00231199 0.0052653 0.00489814 0.00447344 0.00495251 0.0108587 0.00317907
internal_weight=0 130 2235 2101 346 291 1755 134 199 1703 1643 1534 1470 109 108
internal_count=2365 130 2235 2101 346 291 1755 134 199 1703 1643 1534 1470 109 108
is_linear=0
shrinkage=0.16829


Tree=4952
num_leaves=15
num_cat=0
split_feature=1 2 3 12 13 2 1 11 0 1452 1454 13 12 0
split_gain=0.245834 0.349662 0.311838 0.338148 0.40586 0.228588 0.444917 0.307519 0.188181 0.186788 0.162466 0.167996 0.0716997 0.0928099
threshold=0.11869500000000001 -0.023999999999999997 -0.046329999999999989 -0.036614999999999988 -0.11122999999999998 0.11266500000000002 0.11070500000000001 0.080320000000000016 -0.14076499999999997 0.087755000000000014 0.080340000000000009 -0.11255999999999998 0.10508500000000001 -0.063914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 9 -7 10 11 -3 13 -10
right_child=2 5 3 -5 -6 8 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.016249362660588598 0.0081207979857417182 0.013091372971611379 0.011418448626890482 -0.015098888562212111 -0.00787634927075497 0.017359492809475054 -0.01222761550984648 -0.0065095979978798757 0.0037587364587173275 0.012703476281751159 -0.003776627330863677 0.0036028905080471361 0.001574841790714549 0.013212869434661257
leaf_weight=64 70 55 52 63 76 53 53 84 60 66 81 1461 68 59
leaf_count=64 70 55 52 63 76 53 53 84 60 66 81 1461 68 59
internal_value=0 0.00399281 -0.00147824 -0.00500562 -2.38016e-05 0.00360741 0.00295539 0.00341704 0.00849007 0.00391952 0.00355538 0.00394831 0.00596666 0.00846118
internal_weight=0 2104 261 191 128 2040 1800 1747 240 1663 1597 1516 187 119
internal_count=2365 2104 261 191 128 2040 1800 1747 240 1663 1597 1516 187 119
is_linear=0
shrinkage=0.16829


Tree=4953
num_leaves=22
num_cat=0
split_feature=1 3 4 39 4 15 1 1 43 3 15 4 52 15 3 43 51 51 151 15 48
split_gain=14.3684 2.35901 1.81765 1.27655 0.964795 0.903012 0.835064 0.498515 0.794481 0.329364 0.66295 0.401175 0.293909 0.211985 0.176139 0.347504 0.172537 0.463045 0.222317 0.125143 0.0473878
threshold=0.10892500000000001 -0.049204999999999992 0.053255000000000004 0.082470000000000016 0.30163500000000004 -0.043644999999999996 0.083555000000000018 0.14262000000000002 -0.024279999999999996 -0.065259999999999999 0.022565000000000005 -0.0083249999999999973 -0.092059999999999989 -0.064999999999999988 -0.080884999999999985 -0.027294999999999996 -0.090859999999999982 -0.025879999999999997 -0.084699999999999984 -0.088774999999999979 0.085425000000000015
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=2 4 3 9 -2 7 14 8 -3 11 12 16 -11 19 -4 -16 -1 -18 -19 20 -13
right_child=1 5 6 -5 -6 -7 -8 -9 -10 10 -12 13 -14 -15 15 -17 17 18 -20 -21 -22
leaf_value=0.0011692860784989145 0.0011531007155534015 0.00034952789200492346 0.001302032852114924 0.00090759062785763448 0.00059480947668465102 3.1501938967349859e-05 0.00075060983835903135 0.00022142980613922475 0.00079503167218034966 0.0012848377870304409 0.0014888991648955704 0.001544761981727963 0.00097691324933076658 0.0016089592650858418 0.00086129098116877396 0.0012209344805230715 0.0015669903554632932 0.0010961300247822497 0.0013144848319329189 0.001280263223547804 0.0013904129929782306
leaf_weight=92 86 82 52 88 56 55 94 53 94 52 61 52 103 74 52 70 79 56 893 69 52
leaf_count=92 86 82 52 88 56 55 94 53 94 52 61 52 103 74 52 70 79 56 893 69 52
internal_value=0 0.000585715 0.00125517 0.00129571 0.000933178 0.00041186 0.00100232 0.000503059 0.000587668 0.00131726 0.00119596 0.0013364 0.00108044 0.00145804 0.0011381 0.00106793 0.00130955 0.00132206 0.00130164 0.00139328 0.00146793
internal_weight=0 426 1939 1671 142 284 268 229 176 1583 216 1367 155 247 174 122 1120 1028 949 173 104
internal_count=2365 426 1939 1671 142 284 268 229 176 1583 216 1367 155 247 174 122 1120 1028 949 173 104
is_linear=0
shrinkage=0.0032998


Tree=4954
num_leaves=16
num_cat=0
split_feature=40 3 9 13 151 160 457 3 3 130 1 3 456 160 15
split_gain=0.254417 0.205764 0.354387 0.258137 0.218652 0.173275 0.266114 0.238519 0.317571 0.290048 0.255447 0.161049 0.159607 0.104761 0.0277275
threshold=0.051255000000000002 0.11745500000000002 1.0000000180025095e-35 -0.11122999999999998 -0.16644499999999998 0.041405000000000004 0.084685000000000024 -0.046329999999999989 -0.015794999999999997 -0.089704999999999993 0.10354000000000001 -0.029309999999999996 0.088355000000000003 0.08926000000000002 -0.085884999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 -1 7 11 9 -9 -6 -10 13 -11 -7 -3
right_child=-2 3 -4 -5 5 6 -8 8 10 12 -12 -13 -14 -15 -16
leaf_value=0.014736651160839104 -0.0075937842022450507 0.0058767188835104475 0.017290458023411264 -0.010786281861870892 0.016190467461319438 0.00088810845597206119 -0.0033699891300691784 -0.013317957473071775 -0.0033923360963935278 0.0031407854418274246 0.008504676609859917 0.016282283807526256 0.012568182554875833 0.0096947579327404387 0.00044443425092247145
leaf_weight=53 55 53 59 58 53 56 53 52 128 1353 85 75 53 124 55
leaf_count=53 55 53 59 58 53 56 53 52 128 1353 85 75 53 124 55
internal_value=0 0.00397686 0.00441905 -0.0017235 0.00405396 0.00377444 0.00745533 0.0031158 -0.00152398 0.00395976 0.00134686 0.00971235 0.00349743 0.00696489 0.00312691
internal_weight=0 2310 2144 166 2085 2032 308 1724 265 1459 213 255 1406 180 108
internal_count=2365 2310 2144 166 2085 2032 308 1724 265 1459 213 255 1406 180 108
is_linear=0
shrinkage=0.16829


Tree=4955
num_leaves=24
num_cat=0
split_feature=4 1 3 2 3 15 4 47 1 13 4 49 4 52 401 3 4 13 3 50 52 133 402
split_gain=12.2013 2.91047 2.37911 1.50727 1.43963 0.942358 1.11811 0.851173 0.672081 0.455788 0.427691 0.377535 0.359236 0.353082 0.335704 0.334892 0.27764 0.25683 0.280914 0.214766 0.209498 0.121545 0.0917022
threshold=0.27161500000000005 0.104035 -0.048154999999999996 0.10060500000000001 -0.1535 -0.42759999999999992 0.42098500000000005 0.078345000000000012 0.092860000000000012 0.0083850000000000018 -0.033449999999999987 -0.064484999999999987 -0.085474999999999982 -0.11592499999999999 0.020315000000000003 -0.08632999999999999 0.5137400000000002 -0.0078949999999999975 -0.06340999999999998 0.10917 0.026115000000000003 0.08950000000000001 0.094750000000000015
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=1 3 13 4 -1 16 -7 11 12 17 -10 -4 15 -3 19 20 -2 18 21 -14 -6 -5 -16
right_child=5 2 7 9 8 6 -8 -9 10 -11 -12 -13 14 -15 22 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0016664377479176514 0.00072951187826718117 0.001294445179346468 0.00053230810252193072 0.001145631893598815 0.0010695396980409712 0.00039182618159062558 -0.00019637653500538893 0.00085576386729743726 0.0011099178195879305 0.00073323780992311108 0.00075686588315402399 0.00014775855407780762 0.001142334581661589 0.00093064726397738557 0.0014103249496383106 0.0015015368476063637 0.00041289751614579333 0.0012014432955471186 0.00075888480992738767 0.0009568504082822899 0.001307962843915359 0.00092083157840018397 0.0012210910334804015
leaf_weight=62 52 63 58 59 67 87 59 53 80 97 72 54 805 56 59 63 74 56 61 77 110 52 63
leaf_count=62 52 63 58 59 67 87 59 53 80 97 72 54 805 56 59 63 74 56 61 77 110 52 63
internal_value=0 0.0010783 0.00076766 0.00112776 0.00117315 0.000334658 0.000153887 0.00051078 0.00115122 0.000924041 0.000942914 0.000347215 0.00117664 0.00112354 0.0011489 0.00129251 0.000543843 0.00100506 0.000940918 0.00112618 0.00121791 0.00104064 0.00131289
internal_weight=0 2067 284 1783 1458 272 146 165 1396 325 152 112 1244 119 1004 240 126 228 172 882 177 111 122
internal_count=2339 2067 284 1783 1458 272 146 165 1396 325 152 112 1244 119 1004 240 126 228 172 882 177 111 122
is_linear=0
shrinkage=0.0032998


Tree=4956
num_leaves=11
num_cat=0
split_feature=41 2 51 160 149 151 2 393 15 159
split_gain=0.370012 0.523256 0.367736 0.371191 0.324256 0.562589 0.398139 0.294511 0.220843 0.170823
threshold=0.091290000000000024 0.17000000000000001 0.11381000000000001 -1.0000000180025095e-35 0.079625000000000015 0.079100000000000018 -0.007134999999999999 0.092175000000000021 -0.10556999999999998 0.11259000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 9 -1 -8
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0019436742719120045 0.017573748295190757 -0.013472634287739966 0.0041426821300498788 0.020970510044615871 0.015772063028834948 -0.012853369150991056 0.0046270233054953227 -0.0069076503812126235 -0.01252164041971208 -0.0023602012813786423
leaf_weight=53 52 52 84 67 55 64 1669 70 68 105
leaf_count=53 52 52 84 67 55 64 1669 70 68 105
internal_value=0 0.00320865 0.00359756 0.0116212 0.00301533 0.00266865 0.00317511 0.00378934 -0.00617075 0.00421245
internal_weight=0 2287 2235 151 2084 2029 1965 1844 121 1774
internal_count=2339 2287 2235 151 2084 2029 1965 1844 121 1774
is_linear=0
shrinkage=0.16829


Tree=4957
num_leaves=27
num_cat=0
split_feature=12 10 12 15 51 51 15 0 12 0 40 133 15 15 15 12 15 42 1212 403 1446 42 0 0 159 42
split_gain=14.371 2.72698 2.69555 1.52363 1.25857 1.31395 1.23124 1.18587 0.868494 0.80342 0.636065 0.625416 0.535383 0.568356 0.41971 0.380335 0.254742 0.243106 0.237706 0.190967 0.188731 0.205819 0.217665 0.126255 0.107109 0.101741
threshold=0.077755000000000005 -1.0000000180025095e-35 0.10648500000000001 -0.37478999999999996 -0.092879999999999976 0.035765000000000012 -0.075694999999999985 -0.043914999999999989 0.090465000000000004 0.11535000000000002 -0.0057599999999999986 -0.087414999999999979 0.029300000000000003 -0.05332499999999999 -0.46503999999999995 0.083785000000000012 0.091305000000000011 -0.038454999999999996 -0.009474999999999999 -0.070299999999999987 0.088500000000000009 0.085970000000000005 -0.087404999999999997 -0.13740499999999997 0.086825000000000013 0.080060000000000006
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 -1 8 14 -5 10 -7 17 15 11 -6 -10 13 25 -3 -2 -14 -4 -17 -18 21 24 -23 -12 -20 -13
right_child=2 3 7 4 5 6 -8 -9 9 -11 23 12 16 -15 -16 18 19 -19 20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.00037432246032712333 0.0018202873130236151 0.00086619074585278565 0.0014269886321629146 0.0014723458103083874 0.0010810992961684468 0.00098437196028778001 0.0016804808340090422 0.00073485279573456638 0.0016835201264389359 0.0018413609942866777 0.00062852644798193922 0.0012481533862652482 0.001653967487527458 0.00099214541300874292 0.00047151714250017271 0.0017731443413077615 0.0012457615015719244 0.0011767409524884708 0.0016350791717875683 0.0014905437136180945 0.0017782354703256499 0.0016030594893634215 0.0013965758035549487 0.00083659047561969273 0.001466717844022072 0.001426490066802564
leaf_weight=85 102 63 89 82 92 60 52 52 89 57 73 58 73 62 56 83 52 86 343 121 52 103 133 60 52 109
leaf_count=85 102 63 89 82 92 60 52 52 89 57 73 58 73 62 56 83 52 86 343 121 52 103 133 60 52 109
internal_value=0 0.000924226 0.00150952 0.00101104 0.00110476 0.00101521 0.00130788 0.00117394 0.00156066 0.00146587 0.000869375 0.00142786 0.00137988 0.00126403 0.000680758 0.00162843 0.00148758 0.00130421 0.00160284 0.00141717 0.00158209 0.00156587 0.00148684 0.000722655 0.001613 0.00136476
internal_weight=0 623 1716 538 419 337 112 227 1489 621 225 564 475 229 119 868 246 175 766 173 683 631 236 133 395 167
internal_count=2339 623 1716 538 419 337 112 227 1489 621 225 564 475 229 119 868 246 175 766 173 683 631 236 133 395 167
is_linear=0
shrinkage=0.0032998


Tree=4958
num_leaves=25
num_cat=0
split_feature=123 13 13 0 155 49 49 0 13 0 160 49 49 49 10 48 160 0 133 0 133 1446 133 42
split_gain=24.4775 11.3075 4.36231 3.5836 3.09126 2.37255 1.75825 1.5675 1.85315 1.50181 0.987153 0.67373 0.591538 0.556171 0.428555 0.517501 0.362281 0.279944 0.278556 0.273276 0.271079 0.224268 0.168855 0.0884977
threshold=1.0000000180025095e-35 -0.23438999999999996 -0.0021749999999999994 -0.076539999999999983 0.080580000000000013 -0.015974999999999996 0.12158500000000001 -0.074274999999999994 0.034905000000000012 -0.043914999999999989 -0.047679999999999993 0.093350000000000002 -0.014169999999999999 -0.077819999999999986 -1.0000000180025095e-35 0.084260000000000015 -0.057984999999999988 -0.071519999999999986 0.088175000000000017 -0.090569999999999984 -0.14775499999999997 0.037915000000000011 0.15630500000000003 -0.015274999999999999
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 -1 3 11 5 13 7 10 -9 16 -7 12 19 -4 -2 -16 -5 -18 -13 -3 23 -22 -19 -14
right_child=14 2 4 9 -6 6 -8 8 -10 -11 -12 18 20 -15 15 -17 17 22 -20 -21 21 -23 -24 -25
leaf_value=0.00054336926995400309 0.00017579835950553205 0.0015225997581503261 0.001226273098071641 0.0013447603949792316 0.00205487673855256 0.0013355907112604661 0.00091496981843814914 0.0016907338950768278 0.0010003493971220772 0.0010081510708754616 0.0018167131320449015 0.0018023906994646349 0.0020072706653025472 0.0007774591433529533 0.00035727056059899553 0.00075798693379153128 0.0014752214204451762 0.0016501755762856635 0.0014767319381289467 0.0018566853249834716 0.0018983490924139187 0.0020549524406200457 0.0018888313500988586 0.002211281433873803
leaf_weight=100 55 54 55 52 87 60 52 77 95 58 216 66 52 68 88 59 67 95 54 57 532 131 54 55
leaf_count=100 55 54 55 52 87 60 52 77 95 58 216 66 52 68 88 59 67 95 54 57 532 131 54 55
internal_value=0 0.00162723 0.00168042 0.00179224 0.00147138 0.00138984 0.00149097 0.00155775 0.00130962 0.00149124 0.00171225 0.00189023 0.00192207 0.000978435 0.00042525 0.000518342 0.00159566 0.0016559 0.00165614 0.00169447 0.00195484 0.00192934 0.0017369 0.00211247
internal_weight=0 2137 2037 1327 710 623 500 448 172 326 276 1001 881 123 202 147 268 216 120 111 770 663 149 107
internal_count=2339 2137 2037 1327 710 623 500 448 172 326 276 1001 881 123 202 147 268 216 120 111 770 663 149 107
is_linear=0
shrinkage=0.0032998


Tree=4959
num_leaves=25
num_cat=0
split_feature=9 4 41 1 2 0 43 48 16 13 13 12 13 43 1 1 43 42 133 2 43 47 3 1
split_gain=0.491643 0.40603 0.344562 0.424188 0.376595 0.355172 0.32543 0.322152 0.54677 0.398073 0.216607 0.327203 0.162693 0.315074 0.150685 0.127631 0.142533 0.123139 0.12171 0.156687 0.13688 0.0816657 0.0684195 0.0447436
threshold=-1.0000000180025095e-35 -0.085474999999999982 0.085095000000000018 0.092415000000000011 0.093565000000000023 -0.14151499999999997 -0.43328499999999998 0.10866500000000003 -0.44470499999999996 -0.0021749999999999994 -0.085764999999999994 0.083865000000000009 0.0015850000000000003 -0.14495499999999997 0.081540000000000015 0.11106000000000001 -0.077144999999999977 -0.0093649999999999983 -0.066879999999999981 0.08400500000000001 -0.0044449999999999993 0.089640000000000011 -0.087319999999999995 0.096515000000000004
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 6 3 5 15 -3 -2 8 -6 -10 -8 -12 18 -14 17 16 -5 -13 20 -20 -7 -17 -15 -18
right_child=1 2 -4 4 7 12 10 -9 9 -11 11 14 13 22 -16 21 23 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.008897971443846504 -0.0019051805462044398 0.017198049110778976 0.017416996535620996 -0.0054635472570967571 0.0048091260600771511 0.016258769978820389 0.0031714404423884694 0.0073764234823159962 -0.0053297788667311637 -0.022570869307549295 0.021774331197263835 0.010732440685182582 0.010749511625268609 -0.0089276043354332268 0.01619780015546203 0.013585735982043136 0.0018465213622569654 0.00025207002150770427 0 0.0061568862675354915 0.0068959036651991346 0.0044266947978745912 -0.0007074501437441393 0.0086858655489418322
leaf_weight=68 54 74 57 52 79 61 65 58 94 64 101 83 56 55 74 58 56 52 145 598 166 54 61 54
leaf_count=68 54 74 57 52 79 61 65 58 94 64 101 83 56 55 74 58 56 52 145 598 166 54 61 54
internal_value=0 0.00561458 0.00452688 0.00411426 0.000318389 0.00588897 0.0102806 -0.0038508 -0.00660597 -0.0123249 0.0120402 0.013894 0.00515458 0.000373295 0.0100772 0.00481367 0.00177986 0.00670887 0.00600055 0.00495348 0.00941983 0.00918581 -0.00462043 0.00522035
internal_weight=0 2271 1842 1785 569 1216 429 295 237 158 375 310 1142 172 209 274 162 135 970 743 227 112 116 110
internal_count=2339 2271 1842 1785 569 1216 429 295 237 158 375 310 1142 172 209 274 162 135 970 743 227 112 116 110
is_linear=0
shrinkage=0.16829


Tree=4960
num_leaves=13
num_cat=0
split_feature=1375 1429 11 11 13 133 43 14 1447 2 1429 133
split_gain=0.254726 0.25353 0.222563 0.345156 0.228895 0.483452 0.349135 0.284202 0.275536 0.204728 0.145499 0.119455
threshold=-0.14438999999999999 0.086295000000000011 0.095165000000000013 0.080705000000000013 0.021935000000000003 -0.0081099999999999974 -0.097279999999999991 -0.22253999999999999 -0.083249999999999977 0.096325000000000008 0.093705000000000024 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 -9 11 -3 -7
right_child=1 10 -4 -5 5 9 7 8 -10 -11 -12 -13
leaf_value=-0.007117787196742764 0.014749377443583357 0.018588832114870564 -0.0062837481418318158 0.017031949823887428 -0.013995729500203172 0.01234784704613732 0.015232662841448558 0.011644744737601007 0.0032608884822367011 -0.0029857539585379884 0.0062788449810016545 0.0020394315802248404
leaf_weight=53 96 56 55 61 58 69 65 120 1520 87 54 60
leaf_count=53 96 56 55 61 58 69 65 120 1520 87 54 60
internal_value=0 0.00466979 0.00427274 0.0045454 0.00417746 -0.000347989 0.00486695 0.00430946 0.00387544 0.00330836 0.0125621 0.00756716
internal_weight=0 2301 2191 2136 2075 274 1801 1705 1640 216 110 129
internal_count=2354 2301 2191 2136 2075 274 1801 1705 1640 216 110 129
is_linear=0
shrinkage=0.16829


Tree=4961
num_leaves=27
num_cat=0
split_feature=3 15 48 12 147 12 13 16 48 3 15 42 1429 1446 42 0 13 0 159 0 0 16 12 43 3 43
split_gain=13.1488 2.69008 2.64276 2.48743 1.88766 1.60188 1.34311 1.17408 0.582304 0.55326 0.458449 0.401184 0.466748 0.386918 0.378976 0.363614 0.359496 0.363146 0.338317 0.328415 0.310615 0.318592 0.261944 0.356686 0.182952 0.165595
threshold=-0.06340999999999998 -0.37478999999999996 0.094275000000000012 0.023990000000000004 1.0000000180025095e-35 0.092855000000000007 -1.0000000180025095e-35 -0.24900499999999998 0.11951500000000001 0.094285000000000008 -0.0059299999999999986 0.093565000000000023 0.086095000000000019 0.037915000000000011 0.087970000000000007 -0.084184999999999996 -0.04609499999999999 -0.073674999999999977 0.040035000000000008 -0.094124999999999986 -0.14803999999999998 0.0023100000000000004 0.091475000000000015 0.0035900000000000007 -0.091649999999999995 -0.072469999999999993
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=3 9 4 -1 6 11 18 -7 -4 -2 15 12 13 22 -15 -9 17 -12 19 -3 -8 -22 23 -5 -18 -17
right_child=1 2 8 5 -6 7 20 10 -10 -11 16 -13 -14 14 -16 25 24 -19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00088937630103360819 0.00043458105082329102 0.0014205337649978512 0.00093419283466786393 0.001669878790324593 0.00075407019914724787 0.001006979033361899 0.0017905856700733437 0.0016274561359212525 0.00048589601958630332 0.00087299164109431711 0.0016249301321162647 0.0019236878790318977 0.001958793343895396 0.0019497913416777375 0.0015874616067232468 0.0014116854829993083 0.0018134767232222643 0.0012538597509546203 0.00094149859483481533 0.0010969251229181692 0.0012826619009877844 0.0016308962107625981 0.0014151082868558789 0.0014571377806041708 0.0015877250076954863 0.0011884405316752126
leaf_weight=54 76 69 69 622 66 55 52 57 59 54 68 74 58 86 52 88 86 52 52 71 52 68 64 103 80 67
leaf_count=54 76 69 69 622 66 55 52 57 59 54 68 74 58 86 52 88 86 52 52 71 52 68 64 103 80 67
internal_value=0 0.00104504 0.0011447 0.00158748 0.00126871 0.00161084 0.00136193 0.00146641 0.000727831 0.000616961 0.00151707 0.00168623 0.00166836 0.00165015 0.00181352 0.00139948 0.00160412 0.00146443 0.00117149 0.00125667 0.0015743 0.00148029 0.00162153 0.0016397 0.00170489 0.00131541
internal_weight=0 688 558 1666 430 1612 364 553 128 130 498 1059 985 927 138 212 286 120 192 140 172 120 789 725 166 155
internal_count=2354 688 558 1666 430 1612 364 553 128 130 498 1059 985 927 138 212 286 120 192 140 172 120 789 725 166 155
is_linear=0
shrinkage=0.0032998


Tree=4962
num_leaves=14
num_cat=0
split_feature=448 12 1429 41 1 12 9 1 0 16 43 2 16
split_gain=0.257576 0.247297 0.315188 0.293779 0.258666 0.218843 0.173357 0.193528 0.402767 0.248801 0.12316 0.136977 0.106462
threshold=-0.071684999999999985 0.099815000000000015 0.086295000000000011 0.085095000000000018 0.12608000000000003 0.097510000000000013 -0.013509999999999999 0.096300000000000011 0.030935000000000004 0.25032500000000008 -0.10761 0.11517500000000001 -0.072534999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 10 6 -2 9 -9 -8 -3 12 -12
right_child=1 4 -4 -5 -6 -7 7 8 -10 -11 11 -13 -14
leaf_value=-0.0056537141491507228 0.013083743600518265 0.0091671902163795727 0.015199370328912307 0.017664517434142598 -0.010114069680421816 0.015310137315403866 0.0059219010391631686 -0.0011134588450310795 0.014274119584781361 -0.0031457287048392343 0.0028458237361330676 0.0073974123016030723 -0.0063816086568152944
leaf_weight=65 66 66 96 53 52 56 1204 344 56 92 66 62 76
leaf_count=65 66 66 96 53 52 56 1204 344 56 92 66 62 76
internal_value=0 0.00507684 0.00578471 0.00530069 0.000747095 0.00493926 0.00460863 0.00427776 0.00103631 0.00527683 0.00284553 0.000791479 -0.00208015
internal_weight=0 2289 1967 1871 322 1818 1762 1696 400 1296 270 204 142
internal_count=2354 2289 1967 1871 322 1818 1762 1696 400 1296 270 204 142
is_linear=0
shrinkage=0.16829


Tree=4963
num_leaves=21
num_cat=0
split_feature=1 52 52 3 49 3 0 2 0 16 3 52 0 16 41 1446 42 50 0 52
split_gain=9.18681 2.5279 1.00671 0.902533 0.521601 0.582236 0.486386 1.31472 0.405447 0.411008 0.374822 0.373367 0.422081 0.22673 0.206507 0.149215 0.675704 0.141169 0.17734 0.0718897
threshold=0.104035 -0.41304999999999997 0.12469000000000001 -0.073629999999999987 0.098655000000000007 0.091170000000000015 -0.023359999999999995 1.0000000180025095e-35 -0.072174999999999975 -0.013024999999999998 0.12745000000000004 -0.53937999999999986 0.036480000000000005 -0.070454999999999976 0.076195000000000013 0.083715000000000026 0.088305000000000008 0.10954500000000002 -0.069074999999999984 0.05118000000000001
decision_type=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 11 5 8 7 -3 9 19 13 -1 14 -9 15 17 -17 18 -13 -5
right_child=1 2 -4 4 -6 -7 -8 10 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0014238546377314865 0.0013039638364109678 0.00094028949416631623 0.00094038591544226135 0.0010660555105879452 0.00077694669300410054 0.00083419816387104984 0.0002732574850262473 0.00043660408412598059 0.000957886906879617 0.001453327637686046 0.0006172253292228353 0.0011952371872971949 0.00089914664218812362 0.00016571778115977596 0.0014019595664524335 0.0014997671994550687 0.0010086443046936177 0.0010439895155852166 0.00099469513040051512 0.0012169111590029239
leaf_weight=75 58 77 69 89 77 86 78 98 92 61 86 912 56 52 52 74 53 90 53 66
leaf_count=75 58 77 69 89 77 86 78 98 92 61 86 912 56 52 52 74 53 90 53 66
internal_value=0 0.000654305 0.000572315 0.00115208 0.001027 0.00107578 0.000507272 0.000565476 0.00114311 0.00122185 0.000443035 0.00119521 0.00118189 0.000342932 0.00119469 0.00118555 0.00129509 0.00117233 0.00118426 0.00113052
internal_weight=0 518 460 1836 471 394 391 313 308 216 236 1365 1290 150 1234 1182 127 1055 965 155
internal_count=2354 518 460 1836 471 394 391 313 308 216 236 1365 1290 150 1234 1182 127 1055 965 155
is_linear=0
shrinkage=0.0032998


Tree=4964
num_leaves=16
num_cat=0
split_feature=1 52 147 52 3 14 49 43 4 4 3 1 1447 124 1
split_gain=13.725 2.92667 1.86557 1.23684 1.08956 0.805947 0.752562 0.746406 0.937628 0.557935 1.82941 0.785541 0.546761 0.473277 0.226913
threshold=0.104035 -0.41304999999999997 0.08598500000000002 0.12469000000000001 0.099930000000000005 0.054835000000000009 0.12603000000000003 -0.45791499999999996 -0.46376499999999993 0.41181500000000004 -0.036004999999999988 0.11224000000000002 -0.083249999999999977 -1.0000000180025095e-35 0.12719000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 9 5 6 7 -1 -9 10 -3 -12 -10 -11 -15
right_child=1 3 -4 -5 -6 -7 -8 8 12 13 11 -13 -14 14 -16
leaf_value=0.00096684851161688305 0.0014152252857547274 0.0011181687081781762 0.00076063639020193649 0.0010359220167329719 0.00087179258847504824 0.0017362773159830202 0.00096665744089829736 0.0017327269608325725 0.0015709207696584114 0.00069796281700992369 0.00013945476560624847 0.00066104089887805315 0.0013339810528118458 0.00045954367736078668 0.00019258144589819583
leaf_weight=52 58 68 62 69 52 60 56 75 117 52 53 78 1362 71 69
leaf_count=52 58 68 62 69 52 60 56 75 117 52 53 78 1362 71 69
internal_value=0 0.000716228 0.0013246 0.000628016 0.00134429 0.00135853 0.00134488 0.00135804 0.00137111 0.000555943 0.000678685 0.000450286 0.00135275 0.000428543 0.000328221
internal_weight=0 518 1836 460 1774 1722 1662 1606 1554 391 199 131 1479 192 140
internal_count=2354 518 1836 460 1774 1722 1662 1606 1554 391 199 131 1479 192 140
is_linear=0
shrinkage=0.0032998


Tree=4965
num_leaves=25
num_cat=0
split_feature=1 52 1 2 14 3 1 3 16 2 2 3 4 50 16 13 1447 3 16 474 133 4 15 2
split_gain=18.4348 4.08698 2.40113 2.00659 1.77586 1.95718 1.02374 0.883531 0.848019 0.840954 0.725908 0.682071 0.991968 0.572515 0.484685 0.483452 0.497881 0.457214 0.31314 0.265367 0.227464 0.227823 0.145206 0.0312526
threshold=0.10293500000000001 -0.42364999999999992 0.12394500000000001 0.10293500000000001 0.062655000000000016 -0.068254999999999982 0.15022500000000003 0.12991000000000003 -0.026164999999999997 0.094955000000000025 0.079570000000000016 -0.12077499999999998 -0.16772499999999999 0.10883000000000001 -0.06421499999999998 -0.087444999999999981 -0.085709999999999995 -0.0068249999999999986 -0.50624499999999995 0.086630000000000013 -0.13082499999999997 -0.075414999999999982 -0.050699999999999995 0.089540000000000022
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=4 -2 3 8 5 11 7 -4 -3 10 -7 12 -1 15 18 20 -17 22 -5 -18 -13 -22 -11 -15
right_child=1 2 6 14 -6 9 -8 -9 -10 17 -12 13 -14 23 -16 16 19 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0017430516052601842 0.0016904549697527242 0.0016599439625179339 0.00050346546141037825 0.0007807376502603461 0.0021696896540628198 0.0012745902802797652 0.000184932082822526 0.0010007949639531783 0.0010811613277917885 0.0015073502174691009 0.0017741644767433359 0.0017345932039181191 0.0011044344629856308 0.0014322713752746347 0.00060524946267714581 0.0020572876892304354 0.0017109318908496752 0.001052102540647642 0.0011447345014713036 0.0019297574362551711 0.0013204013827479858 0.0016006540413527623 0.0012568382724466554 0.0015509586441295393
leaf_weight=52 72 60 92 52 66 52 53 68 52 54 84 62 55 76 68 54 836 81 53 68 55 82 53 54
leaf_count=52 72 60 92 52 66 52 53 68 52 54 84 62 55 76 68 54 836 81 53 68 55 82 53 54
internal_value=0 0.000955109 0.000848723 0.00104696 0.00163696 0.00161647 0.000583309 0.000715051 0.00139154 0.00138481 0.00158341 0.00167029 0.00141512 0.00169147 0.00082368 0.001715 0.00174606 0.00124096 0.000964805 0.00172743 0.00156528 0.0014884 0.00138359 0.00148184
internal_weight=0 570 498 285 1784 1718 213 160 112 324 136 1394 107 1287 173 1157 958 188 105 904 199 137 107 130
internal_count=2354 570 498 285 1784 1718 213 160 112 324 136 1394 107 1287 173 1157 958 188 105 904 199 137 107 130
is_linear=0
shrinkage=0.0032998


Tree=4966
num_leaves=21
num_cat=0
split_feature=4 12 1 1 15 47 0 41 150 0 4 4 1 13 0 13 4 43 0 133
split_gain=11.2611 3.14682 1.92274 1.22597 0.923149 0.704272 0.580043 0.511474 0.4939 1.11913 0.59812 0.4893 0.460437 0.383864 0.529139 0.296286 0.277176 0.25997 0.247134 0.167408
threshold=0.30163500000000004 0.077755000000000005 0.10384000000000002 0.12958500000000003 0.12730000000000002 0.078345000000000012 -0.057864999999999993 0.075585000000000013 0.083435000000000023 -0.14076499999999997 -0.17689999999999997 -0.0087849999999999977 0.11000000000000001 -0.087444999999999981 -0.085044999999999996 -0.086219999999999977 -0.074219999999999994 -0.082739999999999994 -0.082234999999999989 -0.022174999999999997
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 2 8 12 7 11 -5 13 9 -1 -11 -4 -2 14 19 -15 18 -18 -17 -3
right_child=3 4 5 6 -6 -7 -8 -9 -10 10 -12 -13 -14 15 -16 16 17 -19 -20 -21
leaf_value=0.0015897998869742387 0.0004086436394031585 0.0013075258558006807 0.00069164030732168208 0.00038545197360431873 0.00080303591048137217 0.00093227641854152165 -8.0078472553469176e-05 0.0015447957800817848 0.00083007142404111227 0.0012887045459142731 0.00084938983105776837 0.00026077471468634452 0.00080362755203839103 0.001445641500615316 0.00086189519791538764 0.0013903318578070397 0.001290190513173955 0.0011504648404154598 0.0012422975670502625 0.0011021905216246437
leaf_weight=53 55 91 65 66 54 64 52 60 58 57 85 52 79 85 68 203 222 456 339 90
leaf_count=53 55 91 65 66 54 64 52 60 58 57 85 52 79 85 68 203 222 456 339 90
internal_value=0 0.0011641 0.000913483 0.000425686 0.00122929 0.000653332 0.000180004 0.00124353 0.00109946 0.00117941 0.00102598 0.000500446 0.00064177 0.00123187 0.00111189 0.00125474 0.00124141 0.00119627 0.00129781 0.00120562
internal_weight=0 2102 434 252 1668 181 118 1614 253 195 142 117 134 1554 249 1305 1220 678 542 181
internal_count=2354 2102 434 252 1668 181 118 1614 253 195 142 117 134 1554 249 1305 1220 678 542 181
is_linear=0
shrinkage=0.0032998


Tree=4967
num_leaves=19
num_cat=0
split_feature=3 10 2 2 2 2 3 52 1209 3 3 457 481 481 52 1185 1456 49
split_gain=10.1632 2.08821 1.93872 1.59781 1.83316 1.60005 0.617853 0.468346 0.427726 0.409763 0.426429 0.36079 0.383715 0.308801 0.275626 0.255304 0.224365 0.187847
threshold=-0.060614999999999995 -1.0000000180025095e-35 0.12358500000000001 0.10859000000000001 0.064660000000000009 0.092235000000000025 -0.16324999999999998 -0.080064999999999983 -0.083969999999999989 -0.0072299999999999994 0.12991000000000003 0.085360000000000005 -0.073474999999999985 -0.087424999999999989 -0.24166499999999999 0.085905000000000009 -0.00059999999999999995 -0.018959999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -3 -6 14 -5 -8 -9 -11 12 13 -10 -1 16 -14 -7
right_child=1 3 -4 7 5 17 8 9 11 10 -12 -13 15 -15 -16 -17 -18 -19
leaf_value=0.0012198403215467871 0.00029757124031569931 0.00059676929100370142 0.0006590191581671088 0.0003910859783747825 0.0015225722770380076 0.00079099258912185982 0.0015892975951469178 0.00096785711757794632 0.0012644888933886506 0.00040687391272041393 0.00077698581749138828 0.0015420339832988331 0.0013774322519088512 0.0015705719794622895 0.00089697334301379935 0.0014712147765864622 0.0012259928140298201 0.0010391587788281989
leaf_weight=54 88 89 58 59 83 54 52 56 68 56 88 57 123 81 65 57 1072 94
leaf_count=54 88 89 58 59 83 54 52 56 68 56 88 57 123 81 65 57 1072 94
internal_value=0 0.000771788 0.00125311 0.000843801 0.000999957 0.00115514 0.00127425 0.000650731 0.00129238 0.000727151 0.000633298 0.00128177 0.00127116 0.00143112 0.00104378 0.00125209 0.00124161 0.00094885
internal_weight=0 667 1687 579 320 231 1629 259 1510 200 144 1458 1401 149 119 1252 1195 148
internal_count=2354 667 1687 579 320 231 1629 259 1510 200 144 1458 1401 149 119 1252 1195 148
is_linear=0
shrinkage=0.0032998


Tree=4968
num_leaves=21
num_cat=0
split_feature=3 150 2 50 2 151 2 157 159 1186 484 13 15 16 403 133 16 133 157 3
split_gain=0.613403 0.54978 0.610419 0.475974 0.490897 0.384161 0.235821 0.221106 0.262457 0.218498 0.236341 0.213825 0.206282 0.303327 0.186195 0.201116 0.185242 0.145214 0.0556719 0.0613362
threshold=-0.012374999999999999 0.10921500000000002 0.074875000000000011 0.083640000000000006 0.090715000000000004 0.084350000000000008 0.12454500000000002 -0.0021849999999999994 0.04105000000000001 0.068350000000000008 0.066460000000000019 -0.085764999999999994 -0.093124999999999986 -0.42372999999999994 0.068400000000000002 -0.14715499999999998 0.051380000000000002 -0.056924999999999996 -0.078754999999999978 -0.085499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 7 8 11 10 14 -1 13 -6 15 -9 -14 -16 19 -13
right_child=1 -3 3 -5 12 -7 -8 9 -10 -11 -12 18 16 -15 17 -17 -18 -19 -20 -21
leaf_value=0.016658040689324929 -0.0069065457949863216 -0.012886961221261452 0.020677289141948232 0.022487943669648076 0.006889985717877572 0.023632257514596414 0.0017719553051401282 0.01732478490684505 -0.0036783990913084124 0.021180578143777037 0.019868975681123124 0.0033394688787110297 0.013321763531659295 -0.010529437740759992 0.0085266486104182589 0.010055160099640347 0.00072652043147255834 -0.0016891154464749325 0.00080571260930013898 0.011537467440972716
leaf_weight=66 91 52 52 58 52 58 101 122 63 58 74 52 68 62 110 982 65 61 54 53
leaf_count=66 91 52 52 58 52 58 101 122 63 58 74 52 68 62 110 982 65 61 54 53
internal_value=0 0.00348251 0.00538655 0.00852512 0.0058106 0.0101304 0.0096934 0.0101644 0.00590254 0.0110354 0.0105979 0.00859319 0.0026735 -0.00256798 0.0100584 0.0108601 0.0071797 0.00487192 0.00523421 0.00749462
internal_weight=0 500 448 357 299 1854 1796 1695 288 1407 1349 225 247 114 1275 1104 133 171 159 105
internal_count=2354 500 448 357 299 1854 1796 1695 288 1407 1349 225 247 114 1275 1104 133 171 159 105
is_linear=0
shrinkage=0.16829


Tree=4969
num_leaves=26
num_cat=0
split_feature=1 2 2 14 123 43 2 15 43 13 0 0 132 15 13 0 1 51 15 1447 43 0 403 403 0
split_gain=21.1199 2.47965 3.28936 2.00224 1.1927 0.812946 0.814758 0.667364 0.65838 0.833338 1.56888 0.605835 0.405677 0.387274 0.404946 0.253976 0.251494 0.229829 0.428103 0.62296 0.238891 0.227349 0.24646 0.189266 0.160066
threshold=0.10293500000000001 0.10672500000000001 -1.0000000180025095e-35 0.062655000000000016 0.080635000000000012 -0.0019149999999999998 0.089885000000000007 0.093505000000000019 -0.00059999999999999995 -0.0074049999999999993 -0.075914999999999996 -0.090889999999999985 0.084605000000000014 -0.097984999999999989 -1.0000000180025095e-35 -0.079119999999999982 0.11588000000000001 -0.085574999999999984 -0.015464999999999998 -0.082824999999999982 -0.073959999999999984 -0.097604999999999983 -0.0059799999999999992 0.036225000000000007 -0.084184999999999996
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 -2 4 5 12 21 13 -3 -10 -11 -4 17 -8 -15 -14 -13 24 20 -20 -19 -7 -23 -24 -1
right_child=1 8 11 -5 -6 6 7 -9 9 10 -12 16 15 14 -16 -17 -18 18 19 -21 -22 22 23 -25 -26
leaf_value=0.0018541123530989839 0.00053938063956667556 0.00036566648096727762 0.0010140535575350307 0.0020756441775587778 0.00099440759234621884 0.0013352865248208918 0.0014004060848226895 0.0015298648892863652 0.0004727166908172222 0.00049933655516755458 0.0012963599146758251 0.0016186374651233559 0.0015055944898533717 0.00083188615009638605 0.0012081729540874312 0.0012123120884881481 0.0012954319559101838 0.0015081429535404496 0.001901954343775711 0.0015710040115666792 0.0012818230701893251 0.0014196668981680072 0.0017584205820382623 0.0015038439635693059 0.0016009241004070001
leaf_weight=54 97 103 52 66 52 58 52 74 101 55 53 52 80 52 81 57 57 236 72 502 68 77 84 56 63
leaf_count=54 97 103 52 66 52 58 52 74 101 55 53 52 80 52 81 57 57 236 72 502 68 77 84 56 63
internal_value=0 0.0007805 0.00102002 0.00151028 0.00148854 0.00150394 0.00139716 0.00126354 0.000582322 0.000688926 0.000890795 0.00130938 0.00155428 0.00115682 0.00106132 0.00138383 0.00144995 0.00157772 0.00155897 0.00161258 0.00145763 0.00152287 0.00157285 0.00165684 0.00171808
internal_weight=0 570 258 1784 1718 1666 534 259 312 209 108 161 1132 185 133 137 109 995 878 574 304 275 217 140 117
internal_count=2354 570 258 1784 1718 1666 534 259 312 209 108 161 1132 185 133 137 109 995 878 574 304 275 217 140 117
is_linear=0
shrinkage=0.0032998


Tree=4970
num_leaves=19
num_cat=0
split_feature=3 3 15 15 156 16 48 47 47 11 3 11 42 15 3 16 16 13
split_gain=14.6192 4.86538 2.9957 2.51963 1.58067 1.57404 1.03214 0.848464 0.675666 0.420259 0.722362 0.576747 0.419009 0.627579 0.287262 0.237762 0.230483 0.206987
threshold=-0.050489999999999993 0.30112000000000005 -0.23488499999999998 -0.40312499999999996 0.088610000000000008 -0.50942999999999994 0.11280000000000003 0.077555000000000013 0.11002500000000003 1.0000000180025095e-35 -0.11756999999999999 0.086080000000000018 -0.0060199999999999993 -1.0000000180025095e-35 -0.078129999999999991 0.057675000000000011 -0.088869999999999991 -0.091914999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 6 -4 7 12 9 10 -7 -11 -5 -14 17 -16 -3 -12
right_child=1 16 5 4 -6 8 -8 -9 -10 11 14 -13 13 -15 15 -17 -18 -19
leaf_value=0.00078031625346619852 0.0005833252311814892 0.00016088975193146094 0.0010167202905025862 0.0013496378430400953 0.0017073136479627961 0.0012616119349809496 0.00071436815035544885 0.0015326424437089731 0.0012499551144860943 0.0020343900641864462 0.0014763373517602898 0.0015792543983895815 0.00087357058291980384 0.0012441429037897715 0.0015735314363501021 0.0013603686446804141 0.00047295485435026066 0.0016503481371713021
leaf_weight=53 87 52 53 62 58 69 58 65 60 59 85 65 114 90 248 78 52 984
leaf_count=53 87 52 53 62 58 69 58 65 60 59 85 65 114 90 248 78 52 984
internal_value=0 0.000970702 0.0015542 0.0010979 0.00119797 0.00157829 0.00112194 0.00119325 0.00159633 0.00160939 0.00159356 0.0017961 0.00111018 0.00103723 0.00160995 0.00152264 0.000317261 0.00163654
internal_weight=0 638 1754 534 447 1701 389 331 1648 1588 1464 124 266 204 1395 326 104 1069
internal_count=2392 638 1754 534 447 1701 389 331 1648 1588 1464 124 266 204 1395 326 104 1069
is_linear=0
shrinkage=0.0032998


Tree=4971
num_leaves=27
num_cat=0
split_feature=1 4 12 12 12 41 12 150 0 0 13 0 133 4 13 133 4 0 1446 1447 15 50 15 49 1 4
split_gain=25.5556 4.26245 2.18187 2.07852 1.54934 1.7126 1.5296 1.10025 0.718084 0.651934 0.639801 0.636783 0.636087 0.524937 0.514117 0.474995 0.299062 0.348011 0.268 0.216921 0.211514 0.184086 0.328866 0.181855 0.235958 0.10431
threshold=0.10312500000000001 -0.37983499999999992 0.054520000000000006 0.088395000000000015 0.093270000000000006 0.075585000000000013 0.10597500000000001 0.084680000000000019 -0.0042749999999999993 -0.057864999999999993 -0.004004999999999999 -0.029554999999999994 0.087645000000000015 0.053455000000000009 -0.089024999999999979 -0.062749999999999986 0.26450500000000005 -0.13972999999999997 0.037915000000000011 -0.085804999999999979 -0.42075999999999997 0.087995000000000004 0.101705 -0.015259999999999998 0.090670000000000014 -0.051459999999999992
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 7 8 5 14 -5 10 12 13 -1 -12 16 21 15 -4 17 -3 23 -20 -18 22 25 -16 -25 -6
right_child=1 3 4 6 9 -7 -8 -9 -10 -11 11 -13 -14 -15 18 -17 20 -19 19 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0011361871242239199 0.0016194387617373596 0.00062912580361774225 0.0016652422791080231 0.0013305961693843894 0.0018023586281470105 0.0022974019220641769 0.00067779016584720094 0.00089051871369837544 0.00022404680778944871 0.0012389955072497941 0.0017079502528646695 0.0012648552075634567 0.00028496009630070353 0.0012412744480212474 0.0018419507171716189 0.001296097716430217 0.00072082394362337464 0.0010014586156133387 0.0016904293301301856 0.0019745410577528917 0.00043505496065950278 0.0014687348509819669 0.0014434308780153376 0.0016891195594531303 0.0014544413564883858 0.0016321830301455188
leaf_weight=61 60 56 90 78 91 52 79 53 63 95 94 58 52 54 80 68 55 55 53 74 60 95 66 614 53 83
leaf_count=61 60 56 90 78 91 52 79 53 63 95 94 58 52 54 80 68 55 55 53 74 60 95 66 614 53 83
internal_value=0 0.000788123 0.00159475 0.000687894 0.00164172 0.00171124 0.00100234 0.00131774 0.000543017 0.00148593 0.00142388 0.00153911 0.000615175 0.00154615 0.00168167 0.00150659 0.000690998 0.000813932 0.00171328 0.00185625 0.000572033 0.00159519 0.00164509 0.00168893 0.00167052 0.00172139
internal_weight=0 558 1834 498 1568 1084 157 266 341 484 213 152 278 389 1032 158 226 111 874 127 115 335 240 747 667 174
internal_count=2392 558 1834 498 1568 1084 157 266 341 484 213 152 278 389 1032 158 226 111 874 127 115 335 240 747 667 174
is_linear=0
shrinkage=0.0032998


Tree=4972
num_leaves=17
num_cat=0
split_feature=1 3 1 39 15 2 52 49 3 14 52 3 4 3 2 1
split_gain=20.6454 3.17091 2.61107 2.41363 1.98094 1.76105 1.29403 0.945323 0.780425 0.691118 0.541484 0.496675 0.420351 0.736186 0.360162 0.231297
threshold=0.10915500000000002 0.31400500000000003 0.095950000000000021 0.087880000000000014 0.022565000000000005 0.10912000000000001 -0.41304999999999997 0.11580500000000001 0.091170000000000015 0.062655000000000016 -1.0000000180025095e-35 -0.041784999999999996 -0.44205499999999992 -0.11255999999999998 0.084825000000000025 0.13301500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 5 6 -2 -4 8 9 12 -7 -8 -1 -14 -15 -5
right_child=1 -3 4 15 -6 10 11 -9 -10 -11 -12 -13 13 14 -16 -17
leaf_value=0.001869288596488407 0.0013721455574572002 9.9351207423304367e-05 0.0014836222136221401 0.00059475109219374659 0.0017353882946810593 0.0010123123366153964 0.0011182752375507119 0.0012183234679536636 0.0012194954844955937 0.0019411068464345994 0.00059455021233864006 0.00072270802718639514 0.0012598662684495348 0.0016596173377066829 0.0015439658931636112 0.00029431134539173887
leaf_weight=52 97 77 53 56 58 64 58 87 66 59 73 88 83 450 914 57
leaf_count=52 97 77 53 56 58 64 58 87 66 59 73 88 83 450 914 57
internal_value=0 0.000705652 0.00150858 0.000840089 0.00119785 0.00103145 0.00104101 0.00155523 0.00157326 0.00158822 0.000789966 0.000880092 0.00157431 0.00156368 0.00158215 0.000443514
internal_weight=0 424 1968 347 257 234 199 1711 1624 1558 137 146 1499 1447 1364 113
internal_count=2392 424 1968 347 257 234 199 1711 1624 1558 137 146 1499 1447 1364 113
is_linear=0
shrinkage=0.0032998


Tree=4973
num_leaves=29
num_cat=0
split_feature=12 12 15 3 43 15 3 51 43 0 41 12 49 13 0 401 16 15 15 157 42 0 16 43 51 16 0 12
split_gain=24.8036 5.19591 4.6834 3.71298 3.8297 2.25741 2.03805 1.51054 1.43971 1.43748 1.35747 0.922667 0.894795 0.8371 0.647077 0.593919 0.452311 0.361626 0.357262 0.25087 0.246848 0.245524 0.159116 0.130911 0.125089 0.075985 0.0739264 0.0578549
threshold=0.077755000000000005 0.13820000000000002 -0.25061999999999995 0.11745500000000002 -0.049364999999999992 -0.035449999999999988 -0.10175499999999998 -0.09193999999999998 -0.095244999999999982 -0.065794999999999979 0.075585000000000013 0.090465000000000004 -0.03195499999999999 -0.089189999999999978 -0.082234999999999989 0.083100000000000021 0.081265000000000018 0.082725000000000007 0.085145000000000012 -0.078064999999999982 -0.006494999999999999 -0.095419999999999991 -0.012324999999999997 -0.080044999999999991 -0.26736499999999991 -0.085059999999999983 -0.075969999999999996 -0.085209999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 9 4 8 6 -2 -6 -4 27 13 19 -9 15 18 -7 17 -16 25 -8 -20 -13 23 -21 -23 -15 -26 -1
right_child=1 -3 3 -5 7 10 11 12 -10 -11 -12 21 -14 14 16 -17 -18 -19 20 22 -22 24 -24 -25 26 -27 -28 -29
leaf_value=0.0010123467330853141 0.0014852497831576066 0.0011175638774145885 0.0017226013992818101 0.00097604417115665387 0.0024091951291355315 0.0017791942868476017 0.0024241990307762988 0.0014579466089368902 0.0010532024602625388 0.00042613271038047311 0.0027630626877330313 0.0017319342124481687 0.0019842066602445427 0.0023664701529949321 0.0018784875192854984 0.0022210347963490282 0.002392207435664265 0.0021716224087852563 0.0023078002119916782 0.0023680838029858683 0.0025721197690272012 0.0018390390434982716 0.0020451380190701584 0.0021224437711193822 0.0021019345298755243 0.0022209157105302778 0.0019433652465561976 0.0011772611342792127
leaf_weight=52 76 54 54 104 61 76 52 56 101 53 53 56 98 68 54 61 94 400 66 53 108 53 83 52 88 148 66 52
leaf_count=52 76 54 54 104 61 76 52 56 101 53 53 56 98 68 54 61 94 400 66 53 108 53 83 52 88 148 66 52
internal_value=0 0.00212668 0.00136401 0.00152771 0.00168268 0.00215858 0.00199055 0.00196804 0.00128664 0.000869523 0.0022448 0.00206683 0.00179307 0.00221922 0.00225468 0.00197618 0.0021807 0.00213683 0.00235853 0.00221578 0.00247206 0.00193078 0.00215794 0.00224677 0.00198441 0.0022669 0.00203421 0.00109514
internal_weight=0 1761 631 474 370 1707 579 215 155 157 1128 503 154 1075 938 137 548 454 390 240 174 263 188 105 207 216 154 104
internal_count=2392 1761 631 474 370 1707 579 215 155 157 1128 503 154 1075 938 137 548 454 390 240 174 263 188 105 207 216 154 104
is_linear=0
shrinkage=0.0032998


Tree=4974
num_leaves=21
num_cat=0
split_feature=1 3 2 4 3 1 14 1 3 50 51 4 3 2 3 3 16 4 16 42
split_gain=27.0658 3.58189 3.28335 2.22866 1.5638 1.44989 1.17183 0.980563 0.969233 0.660251 0.433147 0.587961 0.342096 0.386973 0.307131 0.281696 0.268358 0.233726 0.204081 0.119283
threshold=0.10915500000000002 0.31534000000000006 0.099325000000000011 0.27287000000000006 -0.048154999999999996 0.092860000000000012 0.062655000000000016 0.12719000000000003 -0.038414999999999998 0.07826000000000001 0.11178000000000002 -0.26545999999999997 -0.11255999999999998 0.084825000000000025 -0.066424999999999984 -0.10237999999999998 -0.0088649999999999996 0.10440500000000001 0.0023100000000000004 0.079170000000000004
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 3 5 4 -2 6 10 -5 15 14 11 -1 -13 -14 -7 -4 -6 -10 19 -17
right_child=1 -3 8 7 16 9 -8 -9 17 -11 -12 12 13 -15 -16 18 -18 -19 -20 -21
leaf_value=0.0019663915370937571 0.0013704607944281153 -4.7435944427252253e-05 0.0012376630782632329 0.00071907699874286014 0.00090654102498873295 0.0013434972686242003 0.0021132581845995026 0.00020561732268485774 0.001173451804748617 0.0016079420160832337 0.0013520266288813137 0.0013902670725000096 0.0017271987131359148 0.0015959351937054297 0.0010019923295798462 0.0014408192962305168 0.00058097094038039691 0.00089522065546370497 0.0013521491493234856 0.0016648524016151108
leaf_weight=60 76 72 87 86 61 66 58 77 88 65 59 64 388 713 53 52 52 55 99 61
leaf_count=60 76 72 87 86 61 66 58 77 88 65 59 64 388 713 53 52 52 55 99 61
internal_value=0 0.000622707 0.001542 0.000759882 0.00100389 0.00161463 0.00165241 0.000476739 0.00129117 0.00133893 0.00163156 0.001645 0.00162841 0.00164223 0.00119169 0.00139841 0.000757033 0.00106669 0.00146421 0.00156207
internal_weight=0 424 1968 352 189 1526 1342 163 442 184 1284 1225 1165 1101 119 299 113 143 212 113
internal_count=2392 424 1968 352 189 1526 1342 163 442 184 1284 1225 1165 1101 119 299 113 143 212 113
is_linear=0
shrinkage=0.0032998


Tree=4975
num_leaves=19
num_cat=0
split_feature=1 376 49 14 3 1 13 3 13 2 3 0 3 1 42 42 1 0
split_gain=1.02891 0.421724 0.40643 0.401569 0.703859 0.318709 0.246041 0.337521 0.233714 0.216096 0.190915 0.175138 0.173479 0.207263 0.153404 0.296318 0.0899864 0.121421
threshold=0.10538500000000002 0.083785000000000012 -0.0073549999999999996 0.062655000000000016 -0.11756999999999999 0.11332500000000002 -0.10278499999999999 -0.07793499999999999 0.095430000000000015 0.11585500000000001 0.08734500000000002 -0.037794999999999995 -1.0000000180025095e-35 0.091785000000000019 0.11649000000000002 0.10306000000000001 0.094165000000000013 -0.077959999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 8 -2 -4 -8 -1 -9 12 -12 13 14 15 -6 -15 -18
right_child=1 -3 6 -5 10 -7 7 9 -10 -11 11 -13 -14 16 -16 -17 17 -19
leaf_value=-0.0033124388578085057 0.026595371738699521 -0.0061771547329274572 -0.0024960012606684147 0.027491468090092706 0.016337558480937139 0.00944135293906735 0.016002353674548025 -0.0028636044227212877 0.011236672295331374 0.010685366684408832 0.0030246082199883273 0.016080721070011548 0.025322179953399651 0.0042715569495858528 0.0091501371017111196 0.029131057752611694 0.0069357464189395103 0.017870073465433654
leaf_weight=76 52 64 86 72 1184 76 91 80 53 57 64 54 56 52 78 54 55 62
leaf_count=76 52 64 86 72 1184 76 91 80 53 57 64 54 56 52 78 54 55 62
internal_value=0 0.00657451 0.00842497 0.0151405 0.0146421 0.0164242 0.0051584 0.00805347 0.00265118 0.00276045 0.0155734 0.00901467 0.0160745 0.0157246 0.0164392 0.016897 0.0101487 0.0127454
internal_weight=0 506 442 1860 1788 128 314 228 129 137 1659 118 1541 1485 1316 1238 169 117
internal_count=2366 506 442 1860 1788 128 314 228 129 137 1659 118 1541 1485 1316 1238 169 117
is_linear=0
shrinkage=0.16829


Tree=4976
num_leaves=18
num_cat=0
split_feature=4 151 0 43 11 4 2 0 16 160 3 1446 2 0 1446 50 3
split_gain=1.00715 0.395682 0.40915 0.469039 0.409688 0.401917 0.391985 0.352243 0.277528 0.413285 0.262464 0.242566 0.309456 0.363285 0.237404 0.236825 0.142837
threshold=0.25472500000000003 0.084350000000000008 -0.066659999999999983 -0.076344999999999982 1.0000000180025095e-35 -0.49269499999999994 0.10272000000000002 -0.023359999999999995 -0.54057999999999995 -1.0000000180025095e-35 -0.00094999999999999989 0.088500000000000009 0.10161500000000002 -0.080689999999999984 0.08376500000000002 0.11875500000000001 -0.065464999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 11 -5 -4 16 -2 -10 -11 12 14 -14 15 -1 -7
right_child=8 -3 3 5 -6 7 -8 -9 9 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.014019944344968815 0.012778788179266306 0.024990723710958999 -0.0094364065803578673 0.019539567180879017 0.025480699118502183 0.018212107852629545 0.0097342823442028732 -0.0035156756978717381 0.0092044132497903393 0.00087387153726372485 -0.012397174800975711 0.021278497869392662 -0.001297303522833357 0.014628500495123837 0.0020535403356253673 0.0025720949722411041 0.0063109463128490535
leaf_weight=1136 58 69 72 101 74 54 52 66 89 96 75 87 98 69 54 54 62
leaf_count=1136 58 69 72 101 74 54 52 66 89 96 75 87 98 69 54 54 62
internal_value=0 0.0124391 0.0120006 0.00723526 0.0132332 0.0110176 -0.0013826 0.00627856 0.0022524 -8.88866e-05 -0.00493626 0.012627 0.0120923 0.00527206 0.0130065 0.013502 0.0118666
internal_weight=0 2048 1979 407 1572 283 124 182 318 260 171 1498 1411 167 1244 1190 116
internal_count=2366 2048 1979 407 1572 283 124 182 318 260 171 1498 1411 167 1244 1190 116
is_linear=0
shrinkage=0.16829


Tree=4977
num_leaves=23
num_cat=0
split_feature=4 1 16 0 2 0 2 1429 159 13 4 0 16 0 16 4 52 0 403 0 0 16
split_gain=18.2859 4.84213 1.84091 1.82443 1.18442 1.09978 1.05798 0.486049 0.483515 0.456825 0.410118 0.627322 0.531145 0.427274 0.402757 0.368379 0.331797 0.701818 0.210741 0.338615 0.336979 0.125317
threshold=0.30163500000000004 0.10471500000000002 0.40410500000000005 -0.10803999999999998 0.10045500000000002 -0.026509999999999995 1.0000000180025095e-35 0.084770000000000012 0.10438500000000002 -0.087529999999999983 -0.082249999999999976 -0.071104999999999988 -0.039889999999999988 -0.095104999999999981 -0.061394999999999998 -0.0086449999999999982 0.048285000000000008 -0.080689999999999984 0.041145000000000008 -0.026509999999999995 -0.087344999999999992 -0.074254999999999988
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 4 6 9 7 16 -3 10 -5 -2 18 12 14 -14 -12 -8 17 -6 19 20 -1 -18
right_child=3 2 -4 8 5 -7 15 -9 -10 -11 11 -13 13 -15 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0018923984867759104 0.00067679646349846944 0.0012243744115342414 0.0015486516252279517 0.00019275486226506299 0.0010792191977876586 0.0010361892608915049 0.00090939482773195871 0.0013586773203910028 0.00058414864557305329 0.001116963445702606 0.0015591533971158569 0.0012235847793242692 0.0019681339494066921 0.0016452888481492847 0.0012621237788634383 0.00055028788839191244 0.0017374377074281049 0.0015479202076798576 0.0015019517741870281 0.0019807903914509655 0.001627632339138531 0.0015127661766014004
leaf_weight=70 52 84 72 99 55 78 69 89 53 52 478 53 53 336 57 58 54 98 53 52 237 64
leaf_count=70 52 84 72 99 55 78 69 89 53 52 478 53 53 336 57 58 54 98 53 52 237 64
internal_value=0 0.00149436 0.0010923 0.000560249 0.00155662 0.00138297 0.000936412 0.0015976 0.000329459 0.000897219 0.00161289 0.00157557 0.00159573 0.00168937 0.00152757 0.000745671 0.00148265 0.00137966 0.00170128 0.00173061 0.00168812 0.00161588
internal_weight=0 2110 283 256 1827 349 211 1478 152 104 1389 977 924 389 535 127 271 153 412 359 307 118
internal_count=2366 2110 283 256 1827 349 211 1478 152 104 1389 977 924 389 535 127 271 153 412 359 307 118
is_linear=0
shrinkage=0.0032998


Tree=4978
num_leaves=17
num_cat=0
split_feature=4 3 123 14 42 12 47 16 3 42 12 12 3 4 3 13
split_gain=16.4225 4.25388 3.08945 2.07322 0.90504 0.942922 1.09382 1.43237 0.691255 0.674763 0.662434 0.382567 0.495789 0.320183 0.229982 0.208116
threshold=0.30163500000000004 0.25468500000000005 1.0000000180025095e-35 0.076175000000000007 0.11623000000000001 0.054520000000000006 0.07813500000000001 0.15454000000000004 0.31400500000000003 0.08870500000000002 0.10397500000000003 0.092495000000000008 -0.10122999999999999 0.053255000000000004 0.0075150000000000008 -0.011834999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 14 -6 12 -7 -13 -2 -4
right_child=8 -3 15 -5 10 11 -8 -9 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.0011663918195289867 0.0008796763421926062 0.00074941950931436323 0.0013004436242883644 0.0022755364000057654 0.0016292318231903565 0.0015111997527868014 0.0018673818495819139 0.0018083518708068081 0.00042161147642713289 0.00061434219297729238 0.0011412655483176283 0.0017008425320851673 0.0017934902044330397 0.0014901771114265762 0.0011725652854374042 0.0010152805302390685
leaf_weight=119 71 56 54 67 68 75 68 56 52 81 56 414 914 101 52 62
leaf_count=119 71 56 54 67 68 75 68 56 52 81 56 414 914 101 52 62
internal_value=0 0.00164788 0.00167235 0.0017037 0.00168321 0.00170264 0.00151079 0.00137202 0.000762584 0.000849326 0.00140914 0.00173361 0.00177212 0.0016596 0.00100379 0.00114833
internal_weight=0 2110 2054 1938 1871 1747 243 175 256 204 124 1504 989 515 123 116
internal_count=2366 2110 2054 1938 1871 1747 243 175 256 204 124 1504 989 515 123 116
is_linear=0
shrinkage=0.0032998


Tree=4979
num_leaves=24
num_cat=0
split_feature=1 2 52 2 4 2 1 52 49 1 1429 49 4 11 2 151 1 52 16 4 4 151 1
split_gain=16.2699 3.26472 2.10073 1.43629 1.0351 1.28638 0.654683 0.599913 0.559463 0.543214 0.521449 0.470142 0.399352 0.374792 0.364131 0.302792 0.234807 0.196483 0.575366 0.225463 0.118642 0.118235 0.112731
threshold=0.10538500000000002 0.13880500000000004 -0.24526499999999998 0.10045500000000002 0.42098500000000005 1.0000000180025095e-35 0.090670000000000014 0.40945500000000007 -0.086604999999999988 0.14262000000000002 0.084770000000000012 -0.013164999999999998 0.052250000000000012 0.075910000000000019 0.12399000000000002 -0.00016499999999999997 0.092485000000000026 0.033770000000000008 0.25761500000000009 -0.049324999999999994 0.51326500000000019 -0.0017399999999999998 0.096325000000000008
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 -4 7 8 -1 -3 12 -5 13 -10 17 -8 -17 18 -13 -19 -6 -7 -18
right_child=1 9 4 11 20 21 15 -9 10 -11 -12 14 -14 -15 -16 16 22 19 -20 -21 -22 -23 -24
leaf_value=0.0017045996300814423 0.0013405987099466309 0.0003369047093142373 0.0010604308978583218 0.00080579201138826788 0.00029070902284191217 0.00064881033700070728 0.00094410664483527849 0.0010560220823330325 0.0013799505221829679 -0.00011605316270003039 0.0010591942170727665 0.00086470551679010443 0.0011361844706897597 0.0016711358438983403 0.00089156856685432457 0.0010506455191977475 0.0014094841333416243 0.0011504453106754317 0.0012760133338617298 0.0014605338314992629 0.00050696061686650242 0.00043379570554952842 0.0012079408101184979
leaf_weight=55 58 63 103 52 55 64 52 68 946 53 60 60 71 52 52 56 66 52 100 54 58 52 64
leaf_count=55 58 63 103 52 55 64 52 68 946 53 60 60 71 52 52 56 66 52 100 54 58 52 64
internal_value=0 0.000616015 0.000760588 0.00128352 0.000659154 0.000791672 0.00132933 0.00135966 0.00137707 0.000129646 0.00136108 0.00109896 0.00137799 0.00139516 0.00114679 0.00116962 0.00123248 0.00119655 0.00112199 0.00130875 0.000402017 0.000552728 0.00131053
internal_weight=0 506 390 1860 332 219 1490 1252 1184 116 1129 370 1069 998 318 238 186 266 160 106 113 116 130
internal_count=2366 506 390 1860 332 219 1490 1252 1184 116 1129 370 1069 998 318 238 186 266 160 106 113 116 130
is_linear=0
shrinkage=0.0032998


Tree=4980
num_leaves=16
num_cat=0
split_feature=4 2 484 157 9 2 52 52 4 51 1446 484 156 157 42
split_gain=0.594548 0.364908 0.496052 0.332598 0.31013 0.300438 0.281514 0.395586 0.367951 0.228337 0.266975 0.320729 0.158674 0.14216 0.120725
threshold=0.51400500000000016 0.099675000000000014 0.092320000000000013 -0.078754999999999978 0.081890000000000004 0.10406500000000002 -0.41304999999999997 -0.082554999999999976 -0.010739999999999998 0.11178000000000002 0.088500000000000009 0.085775000000000004 0.086860000000000007 -0.081579999999999986 0.11776500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 9 -5 -7 -8 -9 10 11 13 -13 -1 -15
right_child=-2 2 -4 5 -6 6 7 8 -10 -11 -12 12 -14 14 -16
leaf_value=0.020804214721161954 -0.0021559178414181858 -0.0046553007887887915 0.024505700550320964 -0.00073310429311996997 0.026135747904670523 0.019957287019551781 -0.0036252182074604064 0.020738781627827406 0.0077633351732908041 0.0053104225976934915 0.024195048593146619 0.011002617096975821 -0.0013422844434954357 0.01353160263582957 0.021463886635333974
leaf_weight=93 78 54 56 74 59 79 60 85 231 88 72 63 55 1116 58
leaf_count=93 78 54 56 74 59 79 60 85 231 88 72 63 55 1116 58
internal_value=0 0.0127706 0.00936138 0.00790361 0.0141276 0.00918902 0.0108067 0.00887929 0.0112593 0.0136679 0.0141714 0.013649 0.00523341 0.0144314 0.013925
internal_weight=0 2243 639 583 1604 529 455 376 316 1545 1457 1385 118 1267 1174
internal_count=2321 2243 639 583 1604 529 455 376 316 1545 1457 1385 118 1267 1174
is_linear=0
shrinkage=0.16829


Tree=4981
num_leaves=20
num_cat=0
split_feature=40 14 16 49 42 0 52 49 0 0 156 0 49 0 0 0 475 16 0
split_gain=9.83455 4.85908 3.21399 1.74558 1.6664 1.3711 1.36428 0.595981 0.596288 0.401386 0.397467 0.372804 0.334825 0.289634 0.278787 0.286477 0.229605 0.274753 0.197127
threshold=-0.026419999999999996 -0.2523999999999999 -0.34140499999999996 -0.014169999999999999 0.098870000000000013 -0.11327499999999999 0.038145000000000005 0.092470000000000011 -0.076539999999999983 -0.10803999999999998 0.087380000000000013 -0.085104999999999986 -0.051259999999999993 -0.14151499999999997 -0.095419999999999991 -0.068214999999999984 -0.085359999999999978 -1.0000000180025095e-35 -0.080514999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 6 5 12 -4 9 8 10 -3 13 -7 -1 -5 -9 18 -10 -18 -16
right_child=1 2 3 7 -6 11 -8 14 16 -11 -12 -13 -14 -15 15 -17 17 -19 -20
leaf_value=0.00099139805569685739 0.00071056445041982471 0.0012846157822153765 0.0010722318339953193 0.0021215981951975592 0.00055109901609790891 0.0018585501688851366 0.0016690521344436356 0.0014417894249309944 0.0019350531862106918 0.00091017437743924731 0.0015975783425861419 0.0014869375371034676 0.0012917415865295338 0.0018774765114830845 0.0016835753123936453 0.0015370522123215383 0.0017986842447757919 0.001611601214186717 0.0019439861538225387
leaf_weight=72 53 77 64 59 68 60 85 54 52 54 54 61 97 847 73 69 160 200 62
leaf_count=72 53 77 64 59 68 60 85 54 52 54 54 61 97 847 73 69 160 200 62
internal_value=0 0.00169805 0.0017238 0.00176915 0.00098829 0.00146438 0.00134261 0.00180372 0.00183132 0.00113053 0.00187681 0.0016715 0.00116399 0.00189341 0.00165677 0.00171351 0.00172525 0.00169485 0.00180343
internal_weight=0 2084 2031 1815 237 185 216 1630 1372 131 960 121 169 906 258 204 412 360 135
internal_count=2321 2084 2031 1815 237 185 216 1630 1372 131 960 121 169 906 258 204 412 360 135
is_linear=0
shrinkage=0.0032998


Tree=4982
num_leaves=11
num_cat=0
split_feature=2 457 14 47 41 399 2 2 43 3
split_gain=0.568561 0.288352 0.370292 0.244414 0.290338 0.241345 0.225722 0.4153 0.147648 0.117753
threshold=0.13733000000000004 0.092360000000000012 0.076175000000000007 0.11939500000000002 0.081560000000000007 0.090310000000000015 -0.079939999999999983 -1.0000000180025095e-35 -0.073574999999999988 0.17646500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -2 -10
right_child=8 -3 -4 -5 -6 -7 7 -9 9 -11
leaf_value=0.023127212399449506 -0.0053011679483230606 0.0026219466635318323 0.02419799825602667 0.02346974029216492 0.00056597489595250794 0.0017629665034375091 -0.0025022434004068734 0.012595980242482305 0.010767989907337884 -0.00026670109537217608
leaf_weight=55 55 88 74 52 64 62 53 1709 56 53
leaf_count=55 55 88 74 52 64 62 53 1709 56 53
internal_value=0 0.0120826 0.0124841 0.0120487 0.0117422 0.0121219 0.0124744 0.0121408 0.00179094 0.00538602
internal_weight=0 2157 2069 1995 1943 1879 1817 1762 164 109
internal_count=2321 2157 2069 1995 1943 1879 1817 1762 164 109
is_linear=0
shrinkage=0.16829


Tree=4983
num_leaves=17
num_cat=0
split_feature=148 151 15 2 41 11 0 0 43 2 39 0 2 0 43 133
split_gain=0.421154 0.448536 0.354896 0.36566 0.236345 0.470751 0.272784 0.407959 0.42627 0.24282 0.197609 0.280335 0.193473 0.179214 0.176387 0.00849763
threshold=-1.0000000180025095e-35 -0.081864999999999979 0.10896000000000002 0.11461500000000001 0.083525000000000016 0.077695000000000014 -0.11208499999999998 -0.18560999999999997 -1.0000000180025095e-35 0.10124000000000001 0.0095750000000000019 -0.069974999999999996 -0.0091949999999999983 -0.080584999999999976 -0.20207499999999998 0.0024650000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2 -9 -7 11 -5 -8 -4 -14 -15
right_child=2 -3 13 10 -6 9 12 8 -10 -11 -12 -13 14 15 -16 -17
leaf_value=0.0093915065257609114 0.015055550093695642 -0.010893527978637841 0.025557772863396843 0.0073321790806576033 -0.0007620531278948675 0.029377134825208061 0.0021723078340076044 0.0064177767969542127 -0.013248840798894202 0.01340210998996536 0.010528091501616462 -0.005533112509252946 0.019541611253580518 0.015239403903297921 0.010708278547925606 0.011934133577964181
leaf_weight=66 63 58 54 93 53 54 72 78 52 55 83 99 68 52 1267 54
leaf_count=66 63 58 54 93 53 54 72 78 52 55 83 99 68 52 1267 54
internal_value=0 -8.21662e-05 0.00998416 0.00938281 0.0102741 0.0106175 0.00988635 0.00393858 -0.00143505 0.0213328 0.00366526 0.000689156 0.0107009 0.0176288 0.0111596 0.0135725
internal_weight=0 124 2197 2037 1762 1709 1600 193 130 109 275 192 1407 160 1335 106
internal_count=2321 124 2197 2037 1762 1709 1600 193 130 109 275 192 1407 160 1335 106
is_linear=0
shrinkage=0.16829


Tree=4984
num_leaves=11
num_cat=0
split_feature=150 4 9 4 11 40 1 1 1 42
split_gain=0.435786 0.420027 0.41915 0.289882 0.286481 0.17717 0.249508 0.230606 0.164749 0.149871
threshold=0.116995 0.51400500000000016 0.081890000000000004 -0.51253999999999988 0.091795000000000015 -0.065969999999999987 0.097005000000000022 0.11249000000000002 0.094165000000000013 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 8 -8 -7 -5
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.0040281094251650405 -0.0041781249247964851 -0.0038990996495064556 0.023392766860285883 0.018840461974865056 0.020789601882827215 0.0084982512045141748 -0.00080283066820457884 0.0079871191801434132 0.018080424064573834 0.0073259339818526788
leaf_weight=52 82 77 54 81 54 1476 162 176 53 54
leaf_count=52 82 77 54 81 54 1476 162 176 53 54
internal_value=0 0.00829861 0.00873386 0.0083575 0.00867162 0.00834387 0.00791599 0.00376887 0.00883157 0.014248
internal_weight=0 2239 2162 2108 2056 2002 1867 338 1529 135
internal_count=2321 2239 2162 2108 2056 2002 1867 338 1529 135
is_linear=0
shrinkage=0.16829


Tree=4985
num_leaves=22
num_cat=0
split_feature=15 12 13 12 13 150 15 51 51 150 43 12 13 15 15 1419 1447 483 13 15 12
split_gain=25.4832 12.2641 3.46956 3.25441 1.89367 1.65541 1.40009 1.36722 1.37414 1.22809 0.916697 0.840876 0.585935 0.499214 0.385907 0.274448 0.25922 0.238209 0.178683 0.361164 0.0148864
threshold=-0.2987999999999999 0.077755000000000005 -0.00038499999999999998 0.13032500000000005 -0.14545999999999995 0.088690000000000005 -0.45726999999999995 -0.092879999999999976 0.0045000000000000014 0.085455000000000017 -0.077704999999999982 0.095330000000000012 -0.042924999999999998 -0.0043649999999999991 -0.069404999999999981 0.082370000000000013 -0.086059999999999984 0.080810000000000007 -0.055129999999999992 0.090725000000000014 0.10388500000000002
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=6 2 9 4 -3 7 12 -4 -9 10 -2 15 -1 14 20 16 -6 -18 -15 -20 -13
right_child=1 3 5 -5 11 -7 -8 8 -10 -11 -12 13 -14 18 -16 -17 17 -19 19 -21 -22
leaf_value=-6.2909057660749361e-05 0.00038805905760276875 0.00092666561402874389 0.001600926205955039 0.00061961066213467764 0.0017064358157449298 0.00053892462912480746 -0.00046336325302452375 0.00077560668252436144 0.0014442520259323633 0.00012097330827495486 0.00090634384595011084 0.0012933070381304253 0.00042102234637285754 0.0012989249521449581 0.0010414876035386436 0.0017448220636363358 0.001499951293516498 0.0013338066593159479 0.0017040409261755932 0.0013668073780213758 0.0013921978733044827
leaf_weight=57 70 76 64 55 62 52 59 92 53 65 80 53 52 69 86 52 947 109 61 85 52
leaf_count=57 70 76 64 55 62 52 59 92 53 65 80 53 52 69 86 52 947 109 61 85 52
internal_value=0 0.00127975 0.000811199 0.00141038 0.00143669 0.00106701 -5.37565e-05 0.00119823 0.00102025 0.00050049 0.000664712 0.00146126 0.000167634 0.00133112 0.00120721 0.00150639 0.00149527 0.00148284 0.00144103 0.00150795 0.00134262
internal_weight=0 2183 476 1707 1652 261 168 209 145 215 150 1576 109 406 191 1170 1118 1056 215 146 105
internal_count=2351 2183 476 1707 1652 261 168 209 145 215 150 1576 109 406 191 1170 1118 1056 215 146 105
is_linear=0
shrinkage=0.0032998


Tree=4986
num_leaves=22
num_cat=0
split_feature=4 48 15 4 49 16 3 1 49 43 15 47 0 4 4 0 0 4 0 483 16
split_gain=0.749331 0.531524 0.408622 0.98921 0.369806 0.288938 0.278237 0.28463 0.270955 0.214591 0.308499 0.197343 0.249729 0.241723 0.482242 0.148955 0.222219 0.363347 0.306409 0.244696 0.266527
threshold=0.024315000000000003 -0.0046349999999999994 -0.4680149999999999 0.50373500000000015 0.12158500000000001 0.081265000000000018 -0.060614999999999995 0.10587000000000001 -0.080089999999999981 0.035255000000000009 -0.079109999999999986 0.07813500000000001 -0.14076499999999997 -0.37626499999999991 -0.019569999999999997 -0.0076699999999999989 -0.084184999999999996 -0.088499999999999981 -0.083154999999999993 0.080810000000000007 -0.019164999999999998
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=6 -2 -3 4 5 9 7 8 -1 10 -4 12 -8 -14 -15 16 19 -18 -19 20 -10
right_child=1 2 3 -5 -6 -7 11 -9 15 -11 -12 -13 13 14 -16 -17 17 18 -20 -21 -22
leaf_value=-0.002274118266565 -0.013143067242853419 0.014296891687852814 0.0065000002475228413 -0.020064846143931264 -0.0084096175225789275 0.017298964556086614 0.01001346171938035 0.021121208071972906 0.010658121307198076 0.013815098688590041 -0.0068024099962033808 0.013483782527237963 0.0085746072654060024 -0.014739661039013308 0.0055160585913309156 0.017345445313051756 -0.0057572132438298996 -0.0018267717474857385 0.010037151652295236 0.0037355636072264088 0.01912652174647481
leaf_weight=52 58 88 148 52 53 60 94 64 296 55 74 61 57 66 67 76 53 69 560 83 165
leaf_count=52 58 88 148 52 53 60 94 64 296 55 74 61 57 66 67 76 53 69 560 83 165
internal_value=0 0.00214514 0.00382158 0.00173193 0.00464277 0.00670085 0.009087 0.010131 0.00961016 0.00439874 0.00205777 0.00479096 0.00291751 -0.000583663 -0.00452214 0.0100862 0.00963471 0.00760415 0.00873285 0.0121771 0.013693
internal_weight=0 588 530 442 390 337 1763 1418 1354 277 222 345 284 190 133 1302 1226 682 629 544 461
internal_count=2351 588 530 442 390 337 1763 1418 1354 277 222 345 284 190 133 1302 1226 682 629 544 461
is_linear=0
shrinkage=0.16829


Tree=4987
num_leaves=20
num_cat=0
split_feature=4 12 2 13 4 2 0 2 457 49 12 12 4 2 50 160 4 0 4
split_gain=10.5237 4.96702 1.8204 1.01938 0.845952 1.09807 0.844362 0.834268 0.407115 0.685556 0.373686 0.346819 0.451834 0.297423 0.275692 0.276811 0.270089 0.171711 0.148867
threshold=0.30163500000000004 0.054520000000000006 0.12611000000000003 -1.0000000180025095e-35 -0.030434999999999993 0.089690000000000006 -0.016419999999999997 0.14530500000000005 0.085230000000000014 -0.080089999999999981 -0.095379999999999979 0.090535000000000018 0.053255000000000004 0.10045500000000002 0.10022000000000002 0.089640000000000011 -0.42305999999999994 -0.10220499999999998 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 10 6 -6 -5 13 9 -3 -1 14 16 -2 15 -11 -13 -12 -15
right_child=7 2 -4 4 5 -7 -8 -9 -10 11 17 12 -14 18 -16 -17 -18 -19 -20
leaf_value=0.00084193667119609355 0.00031730349255126606 0.00085690804010251005 0.00057518470793376018 0.0014409187851542539 0.0011032430186624696 0.00046686614713670844 0.00084648010211074568 4.5178003373160272e-06 0.0014769785594777366 0.0012533064487742079 0.00064823161513247022 0.0013949214105902657 0.00093518649064636432 0.00045137033688840837 0.001088503469809537 0.0014894985658455411 0.0011585915308645247 0.00041587923881349732 0.00069165838689961364
leaf_weight=53 78 66 53 53 52 69 52 52 56 633 62 60 95 53 103 61 555 82 63
leaf_count=53 78 66 53 53 52 69 52 52 56 633 62 60 95 53 103 61 555 82 63
internal_value=0 0.00109788 0.0011783 0.000778001 0.00092953 0.000740642 0.00114687 0.000376372 0.00119791 0.00118795 0.000603988 0.00120242 0.00114877 0.000475862 0.00125017 0.00127412 0.00118171 0.000516165 0.000582175
internal_weight=0 2105 1682 423 226 121 105 246 1629 1573 197 1507 710 194 797 694 615 144 116
internal_count=2351 2105 1682 423 226 121 105 246 1629 1573 197 1507 710 194 797 694 615 144 116
is_linear=0
shrinkage=0.0032998


Tree=4988
num_leaves=27
num_cat=0
split_feature=4 12 150 13 12 16 14 4 16 4 12 4 4 16 3 4 4 13 1212 1212 12 13 12 3 3 16
split_gain=13.5905 3.78766 2.45319 1.08112 0.898454 0.795972 1.54038 0.623114 0.514073 0.41321 0.402672 0.359526 0.358797 0.448655 0.304861 0.400649 0.274039 0.2287 0.215818 0.208801 0.231491 0.158587 0.148293 0.134106 0.0888602 0.0460085
threshold=0.30163500000000004 1.0000000180025095e-35 0.083435000000000023 -0.0016149999999999999 0.094435000000000005 -0.44470499999999996 -0.42495999999999995 -0.0087849999999999977 -0.019749999999999993 -0.0057949999999999989 0.083785000000000012 0.41816000000000003 -0.16270999999999997 -0.015379999999999998 -0.059629999999999996 0.053255000000000004 -0.0083249999999999973 -0.018704999999999996 -0.040879999999999993 0.089005000000000015 0.083970000000000017 -0.012279999999999998 0.096475000000000019 -0.086264999999999994 -0.070649999999999977 -0.0048099999999999992
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 2 3 9 8 11 -7 -4 18 -1 -10 -2 -5 -14 15 22 17 23 -3 20 -20 -22 -6 -12 25 -24
right_child=5 4 7 12 14 6 -8 -9 10 -11 16 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 24 -25 -26 -27
leaf_value=0.00058318295956840348 0.00032735903950769632 0.0013827337186174216 0.00074341879092120887 0.0013976743981283248 0.001088257456749425 0.00053175635346451144 -0.00026358984383969278 0.00026781724385577786 0.0016222368960927178 0.00098101074264035745 0.0014527467802691433 0.00066503301395491989 0.0012836879511439222 0.00086480299539410158 0.0009308077224888273 0.00095013189148940346 0.0014890899584359171 0.0010947180536499692 0.00097502253415458913 0.0013550431746056878 0.0011666623471426744 0.0013020043143051503 0.0013258314963882302 0.0012755987560892018 0.001141692150752512 0.0012164223161761254
leaf_weight=53 63 97 57 69 92 53 53 64 65 63 73 77 62 52 76 83 100 57 53 97 316 144 122 154 73 83
leaf_count=53 63 97 57 69 92 53 53 64 65 63 73 77 62 52 76 83 100 57 53 97 316 144 122 154 73 83
internal_value=0 0.0011698 0.000889135 0.00104967 0.00123973 0.000349916 0.000133751 0.000492152 0.00129149 0.000799548 0.00137948 0.000513331 0.00120802 0.00109293 0.00112657 0.00115934 0.0013383 0.00128508 0.00123555 0.00121209 0.00118499 0.00120911 0.00120617 0.00133272 0.00124507 0.00128171
internal_weight=0 2105 420 299 1685 246 106 121 1156 116 449 140 183 114 529 453 384 284 707 610 513 460 370 227 278 205
internal_count=2351 2105 420 299 1685 246 106 121 1156 116 449 140 183 114 529 453 384 284 707 610 513 460 370 227 278 205
is_linear=0
shrinkage=0.0032998


Tree=4989
num_leaves=18
num_cat=0
split_feature=4 15 0 39 13 4 13 1213 474 1213 13 474 52 42 133 0 16
split_gain=0.60927 0.356391 0.295169 0.285256 0.27651 0.255903 0.238442 0.233329 0.277288 0.275548 0.226631 0.210465 0.220793 0.134123 0.179643 0.133302 0.0996479
threshold=0.024315000000000003 -0.043644999999999996 -0.11169999999999998 0.088895000000000016 -0.16392499999999996 0.51400500000000016 -0.097519999999999982 0.065605000000000011 0.10523500000000001 0.11830500000000001 -0.012149999999999999 0.086990000000000012 -0.55820499999999984 -0.076289999999999983 0.026115000000000003 -0.14216999999999999 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 -1 13 -6 8 11 -9 -3 12 -8 -4 16 -2 -15
right_child=1 10 5 -5 6 -7 7 9 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0014305452959197909 0.0075907272211740524 0.0014151479402802439 -0.0030620161900166407 -0.0023017312064384228 0.02123587102438609 -0.0079593888659720106 0.020864900922568215 -0.0034492779797107792 0.022039404718104394 0.010738204194059025 -0.012508092503652278 0.0023263252974681237 0.0099330800671294829 0.0062691042034050022 0.00019503591755026283 0.018267252066861656 0.016068397036728164
leaf_weight=62 94 75 52 59 52 57 55 80 55 75 59 99 1226 68 78 52 53
leaf_count=62 94 75 52 59 52 57 55 80 55 75 59 99 1226 68 78 52 53
internal_value=0 0.00291735 0.00517014 0.00917798 0.00957652 0.00220853 0.00999322 0.00962441 0.010295 0.00340404 -0.00470183 0.00982567 0.0104038 0.00452474 0.00651623 0.0114056 0.0105762
internal_weight=0 588 454 1763 1704 308 1642 1590 1435 155 134 1380 1281 251 199 146 121
internal_count=2351 588 454 1763 1704 308 1642 1590 1435 155 134 1380 1281 251 199 146 121
is_linear=0
shrinkage=0.16829


Tree=4990
num_leaves=18
num_cat=0
split_feature=2 10 2 3 3 157 4 11 49 42 12 0 4 0 3 0 48
split_gain=0.544688 0.406599 0.268521 0.29515 0.409378 0.379497 0.359324 0.256364 0.221892 0.219914 0.212342 0.252476 0.252108 0.427142 0.267072 0.189602 0.139841
threshold=0.13538500000000001 0.069930000000000006 -0.023999999999999997 -0.082304999999999975 -0.24154499999999998 -0.08266999999999998 -0.011964999999999998 0.078340000000000007 -0.07107999999999999 0.085790000000000019 0.097510000000000013 -0.068484999999999976 0.16421000000000002 -0.11208499999999998 0.0025650000000000004 -0.061994999999999995 0.086605000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 9 16 -7 12 -12 13 -10 -14 -2 -5
right_child=15 -3 3 8 5 7 -8 -9 10 -11 11 -13 14 -15 -16 -17 -18
leaf_value=0.019184337684628433 0.0031744106215182144 -0.0072403906850067199 -0.0034061915011234026 0.019071369685438665 0.029785786784029163 0.0083897418517235884 0.010120385053518763 -0.00025439715683116119 -0.007579297168676365 0.01518659477852868 0.015454759774434907 0.0029509498145407482 0.0022594368321257963 0.00405902825767017 0.017464119675429823 -0.0079940689289713374 0.0069334896389474454
leaf_weight=56 84 53 64 52 53 508 53 73 105 185 103 83 62 595 70 88 57
leaf_count=56 84 53 64 52 53 508 53 73 105 185 103 83 62 595 70 88 57
internal_value=0 0.00730142 0.00766599 0.00735245 0.00956385 0.0105178 0.01997 0.00920749 0.00551423 0.0102068 0.00473873 0.00988476 0.00358614 0.00231071 0.0103361 -0.00252925 0.0127405
internal_weight=0 2172 2119 2063 936 872 106 766 1127 693 1018 186 832 700 132 172 109
internal_count=2344 2172 2119 2063 936 872 106 766 1127 693 1018 186 832 700 132 172 109
is_linear=0
shrinkage=0.16829


Tree=4991
num_leaves=19
num_cat=0
split_feature=1 3 3 123 4 12 11 1429 402 13 130 4 0 4 3 0 1 133
split_gain=8.89648 1.54988 1.51372 1.20919 0.67056 0.64536 1.15407 0.644461 0.544537 0.354845 0.390696 0.330391 0.327397 0.225984 0.215532 0.19941 0.162027 0.139452
threshold=0.12007000000000002 0.11924500000000002 0.30835000000000007 1.0000000180025095e-35 0.42953500000000006 0.092495000000000008 1.0000000180025095e-35 0.084690000000000015 0.02938 -0.089024999999999979 -0.07639 1.0000000180025095e-35 -0.076329999999999995 -0.049324999999999994 -0.065464999999999982 -0.047049999999999995 0.091055000000000011 -0.059434999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 6 7 9 12 17 -11 -5 13 -7 15 -14 -15 -1
right_child=2 -3 -4 11 -6 8 -8 -9 -10 10 -12 -13 14 16 -16 -17 -18 -19
leaf_value=0.0011367154826055804 0.00079618735819539756 0.00063655288314298872 4.929219220803609e-05 0.00097512242936108058 0.00038788933661101552 0.0013287864903806397 0.0015792328462459239 0.00089982390272041351 0.00079453386139568887 0.00094899922823522777 0.0012358459272568012 0.00062486121779270856 0.0010184956422507841 0.0010243922598749029 0.00084422614055686346 0.0012373082139422642 0.0012623368976856053 0.00093873903608458916
leaf_weight=95 103 70 70 65 77 91 82 88 71 56 908 55 184 87 56 63 52 71
leaf_count=95 103 70 70 65 77 91 82 88 71 56 908 55 184 87 56 63 52 71
internal_value=0 0.00112043 0.000461583 0.00113714 0.000621722 0.00115744 0.00119907 0.00117344 0.00106778 0.00119472 0.00121922 0.00081488 0.00110411 0.00119893 0.00103202 0.00107445 0.00111366 0.00105225
internal_weight=0 2094 250 2024 180 1904 1300 1218 604 1130 964 120 533 230 303 247 139 166
internal_count=2344 2094 250 2024 180 1904 1300 1218 604 1130 964 120 533 230 303 247 139 166
is_linear=0
shrinkage=0.0032998


Tree=4992
num_leaves=16
num_cat=0
split_feature=1 16 12 47 403 1456 1456 49 15 34 4 403 13 16 160
split_gain=0.365138 0.415293 0.364889 0.314565 0.230077 0.177415 0.204716 0.203598 0.221706 0.211596 0.173149 0.245425 0.196522 0.099747 0.02584
threshold=0.12072500000000001 -0.15796999999999997 -0.080579999999999985 0.085770000000000027 -0.54045999999999983 0.087065000000000017 0.056145000000000007 0.10255000000000002 -0.067469999999999988 -1.0000000180025095e-35 -0.082184999999999994 -0.0076149999999999994 -0.059914999999999989 -0.061784999999999993 -0.063919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 7 9 13 -6 11 -11 -12 -9 -7
right_child=1 3 -4 -5 5 14 -8 8 -10 10 12 -13 -14 -15 -16
leaf_value=0.017156425338461758 0.017768446472768328 -0.013944316049126325 -0.0010575790155817348 0.0031155606322730068 0.016553359927755126 0.0026210028123393432 0.015838114388518371 0.011712301426553749 0.018949227951070749 0.013069244728626712 0.0064343509330124374 0.0051994726872554601 0.0019506947414730403 0.0017957677630064087 -0.0026344145530325927
leaf_weight=61 52 72 66 53 53 52 72 64 76 193 685 271 467 53 54
leaf_count=61 52 72 66 53 53 52 72 64 76 193 685 271 467 53 54
internal_value=0 5.55408e-05 0.00722341 -0.00669656 0.00695347 0.0066475 0.00701493 0.00667279 0.0118575 0.00607216 0.0057273 0.00847676 0.00461832 0.00723555 -3.93364e-05
internal_weight=0 243 118 125 2101 2040 1934 1862 193 1669 1616 464 1152 117 106
internal_count=2344 243 118 125 2101 2040 1934 1862 193 1669 1616 464 1152 117 106
is_linear=0
shrinkage=0.16829


Tree=4993
num_leaves=28
num_cat=0
split_feature=2 3 15 0 2 16 3 123 15 15 3 150 3 3 3 52 2 159 15 0 52 15 15 16 2 3 15
split_gain=11.8675 4.64457 3.01104 1.49383 0.999841 0.942296 0.894909 0.823492 0.850295 0.763817 0.528847 0.479856 0.491787 0.437297 1.05343 0.318892 0.247281 0.206331 0.187271 0.149367 0.117173 0.0884589 0.0753407 0.127951 0.101622 0.0720417 0.0660788
threshold=0.13538500000000001 -0.044759999999999994 0.035560000000000008 -0.076539999999999983 0.16730000000000003 -0.081634999999999985 0.11924500000000002 1.0000000180025095e-35 -0.094449999999999992 -0.14068999999999995 -0.08095999999999999 0.083205000000000015 -0.14162499999999997 -0.23303499999999996 -0.10237999999999998 -0.043914999999999989 0.084825000000000025 0.082585000000000006 -0.0070899999999999991 -0.096594999999999986 0.060365000000000009 -0.097984999999999989 0.092725000000000016 -0.062804999999999986 0.085465000000000013 -0.082844999999999988 0.097020000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 10 9 -5 7 15 -9 -2 11 12 -1 -7 -15 -3 18 -18 -14 -12 25 -17 23 24 -21 -16 -22
right_child=4 2 -4 5 -6 13 -8 8 -10 -11 19 -13 16 14 20 21 17 -19 -20 22 26 -23 -24 -25 -26 -27 -28
leaf_value=0.0017740178078733747 0.00027462992804392814 0.00098885472463322555 0.001766267684922647 0.00082370190355894048 3.0137195638092938e-05 0.0015420048887991688 0.00064996893024345031 0.00052621966195425017 0.0010585075471570293 0.00080891492432626601 0.0012035305945135436 0.0012695336514311727 0.0014012630617366295 0.00082501591073056032 0.0013721175871553037 0.0013560550095205906 0.0014081781359743765 0.0016177449056947915 0.0016192954303566784 0.001591990242104286 0.0014913416984217529 0.001166990602736042 0.001290243075474 0.0012914161204938697 0.0014018998210595266 0.001224625345209424 0.0013256107940890307
leaf_weight=80 52 85 53 54 53 64 96 62 70 67 68 90 57 56 56 56 325 64 219 53 55 62 82 67 91 142 65
leaf_count=80 52 85 53 54 53 64 96 62 70 67 68 90 57 56 56 56 325 64 219 53 55 62 82 67 91 142 65
internal_value=0 0.00130856 0.00102332 0.00139033 0.000407824 0.0012368 0.000931878 0.00101256 0.00080876 0.000575742 0.00145346 0.00149946 0.00152719 0.00128765 0.00124403 0.0011449 0.00149744 0.00144275 0.00157439 0.00134696 0.0013177 0.00125701 0.00138013 0.0014149 0.00147211 0.00126652 0.00140186
internal_weight=0 2172 484 1688 172 492 431 335 132 119 1196 835 745 438 374 203 665 389 276 361 318 118 293 211 144 198 120
internal_count=2344 2172 484 1688 172 492 431 335 132 119 1196 835 745 438 374 203 665 389 276 361 318 118 293 211 144 198 120
is_linear=0
shrinkage=0.0032998


Tree=4994
num_leaves=29
num_cat=0
split_feature=12 2 2 2 15 12 2 2 12 15 2 15 2 15 133 2 13 51 12 2 133 15 2 15 13 12 15 13
split_gain=12.6845 5.42039 3.04802 2.55387 1.37064 1.18188 0.817573 0.562 0.512694 0.355112 0.362685 0.28572 0.27764 0.292941 0.270907 0.254272 0.221869 0.249428 0.336168 0.193523 0.183509 0.163509 0.122981 0.115024 0.108729 0.140733 0.102852 0.057649
threshold=0.077755000000000005 0.13388500000000003 0.11517500000000001 0.074875000000000011 -0.0036549999999999998 0.085325000000000012 0.10527500000000002 0.14530500000000005 0.092495000000000008 -0.035449999999999988 0.086915000000000006 -0.11055 0.083815000000000014 0.080840000000000009 0.085980000000000015 0.093200000000000019 -0.089024999999999979 -0.08588999999999998 0.091545000000000015 0.10394500000000002 0.086345000000000019 0.08597500000000001 0.11067500000000001 -0.092059999999999989 -0.048554999999999994 0.096315000000000026 0.096190000000000012 -0.053824999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 14 6 12 15 11 16 10 27 -4 -2 20 -1 -5 21 -18 23 -12 -14 -7 24 -19 26 -26 -11 -10
right_child=1 -3 7 4 -6 8 -8 -9 9 22 19 -13 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.000828370450063664 0.0018725323014148524 0.0004848781613695984 0.00057746764518621415 0.0014169471106347505 0.0015847299170059577 0.0012736064164786203 0.00080816396022386167 0.0003463563232663156 0.001238638015121876 0.001253551671220746 0.0015276242191289877 0.00088874953775548509 0.0018466506996413982 0.0014731715581624764 0.00052060369784840018 0.0011108163848655382 0.00134710397782608 0.0014141889123091137 0.0018309514320320312 0.0012997918004761602 0.001604769444937584 0.0015228358674506854 0.001622869983180194 0.0015701920887174411 0.0016459344243189243 0.001431587034808927 0.001447491451496841 0.0010742659364650791
leaf_weight=81 78 58 73 60 96 61 68 68 52 53 79 59 74 78 52 62 59 64 53 92 71 60 53 445 54 105 83 53
leaf_count=81 78 58 73 60 96 61 68 68 52 53 79 59 74 78 52 62 59 64 53 92 71 60 53 445 54 105 83 53
internal_value=0 0.00147743 0.00092661 0.00108669 0.00126253 0.00151194 0.00109954 0.00059107 0.00147051 0.00140013 0.00131056 0.000716868 0.00169987 0.00163932 0.000708305 0.00126166 0.00152965 0.00155534 0.00157714 0.00140525 0.00172846 0.00139748 0.00147106 0.00155065 0.00144367 0.00150461 0.00137217 0.001156
internal_weight=0 1725 619 419 286 1667 190 200 1366 624 276 132 301 223 133 122 742 621 562 171 145 121 348 509 295 159 136 105
internal_count=2344 1725 619 419 286 1667 190 200 1366 624 276 132 301 223 133 122 742 621 562 171 145 121 348 509 295 159 136 105
is_linear=0
shrinkage=0.0032998


Tree=4995
num_leaves=13
num_cat=0
split_feature=1 123 2 4 12 41 11 2 447 2 12 49
split_gain=0.565638 0.458478 0.340884 0.279596 0.238335 0.319895 0.242306 0.301058 0.275169 0.260188 0.193332 0.172113
threshold=0.14262000000000002 1.0000000180025095e-35 -0.0050599999999999994 0.0053900000000000016 -0.024179999999999997 0.077565000000000009 0.075910000000000019 0.10394500000000002 0.085730000000000015 0.10527500000000002 0.089005000000000015 0.097085000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 8 -8 9 11 -11 -6
right_child=-2 2 3 -5 5 -7 7 -9 -10 10 -12 -13
leaf_value=0.016486293667405026 -0.0073794718100262269 -0.012498406994565859 0.01210731556096792 -0.0034117356656332733 0.0083742441320618366 -0.0024137412560838989 0.024070773904884834 0.006402531686918002 0.01911393579988754 -0.0026592577480779702 0.0060771624317061436 0.0018729362615919106
leaf_weight=83 81 53 59 74 1338 92 56 54 54 126 166 127
leaf_count=83 81 53 59 74 1338 92 56 54 54 126 166 127
internal_value=0 0.00692083 -0.00107824 0.00345915 0.00763153 0.00726554 0.00773003 0.0154136 0.00726234 0.00689706 0.00230118 0.00781188
internal_weight=0 2282 186 133 2096 2013 1921 110 1811 1757 292 1465
internal_count=2363 2282 186 133 2096 2013 1921 110 1811 1757 292 1465
is_linear=0
shrinkage=0.16829


Tree=4996
num_leaves=25
num_cat=0
split_feature=1 1 40 12 0 4 1 11 0 4 13 4 51 12 0 0 12 13 159 4 4 4 0 0
split_gain=32.1681 4.47178 3.31264 2.70605 1.54241 1.24276 1.0931 0.625443 0.636571 0.759273 0.583299 0.48518 0.585167 0.643631 0.475921 0.449565 0.41998 0.384749 0.325982 0.313744 0.179009 0.144352 0.118555 0.14856
threshold=0.10538500000000002 0.13554500000000003 -0.026419999999999996 0.023990000000000004 -0.079249999999999987 -0.0090299999999999981 0.092900000000000024 0.077415000000000012 -0.060199999999999997 -0.47860499999999995 -0.10664 0.043850000000000007 0.084400000000000017 0.083785000000000012 -0.031614999999999997 -0.10946999999999998 -0.083114999999999981 -0.023454999999999997 -0.021869999999999997 0.024315000000000003 -0.013024999999999998 -0.013125 -0.071719999999999992 -0.076329999999999995
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 -1 16 6 -5 11 8 21 -10 -3 12 13 20 -11 -13 -2 -14 -15 -18 -4 22 23 -6
right_child=1 10 4 5 7 -7 -8 -9 9 14 -12 15 17 18 -16 -17 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0014032014258839724 0.00085579487157807382 0.00033202145050017303 0.0023066082656476887 0.0020255984961812514 0.0020309993987001735 0.0013819060329817009 0.0017419348039321519 0.0022277426806792482 0.0020180844595618272 0.0017402431765902184 0.00076407058935963981 0.0021832973694100783 0.0021108169596320342 0.0019609826661303531 0.0013159638752958873 0.0017861658188902672 0.0013260400930195917 0.0017395630682980174 0.0021854434676176009 0.0010149420604111923 0.0025757021009626293 0.0018235963068937155 0.0021013219029060405 0.0018329541526454481
leaf_weight=93 84 63 67 53 97 87 82 59 57 66 75 54 75 83 53 78 64 54 640 83 52 82 79 83
leaf_count=93 84 63 67 53 97 87 82 59 57 66 75 54 75 83 53 78 64 54 640 83 52 82 79 83
internal_value=0 0.00107468 0.00201137 0.00126339 0.00204347 0.00162584 0.00211182 0.00190277 0.00186562 0.00170286 0.000567086 0.00213929 0.00216514 0.00219719 0.00155157 0.0019489 0.00104357 0.00195568 0.00215972 0.00115063 0.00242449 0.00194952 0.00198926 0.00193987
internal_weight=0 509 1854 371 1761 140 1185 576 517 176 138 1103 971 842 119 132 231 129 723 147 119 341 259 180
internal_count=2363 509 1854 371 1761 140 1185 576 517 176 138 1103 971 842 119 132 231 129 723 147 119 341 259 180
is_linear=0
shrinkage=0.0032998


Tree=4997
num_leaves=26
num_cat=0
split_feature=12 13 12 15 12 16 0 16 16 15 0 160 0 457 1446 42 133 0 42 133 132 49 12 15 13
split_gain=20.7363 6.15197 5.10602 2.42707 2.04324 2.05818 1.88492 1.64084 1.01839 0.712707 0.620905 0.390647 0.672198 0.380962 0.297964 0.323733 0.244903 0.234951 0.1825 0.269833 0.23776 0.177751 0.212683 0.0785235 0.122196
threshold=0.078515000000000015 -0.0042049999999999995 0.13820000000000002 -1.0000000180025095e-35 0.091625000000000012 -0.34140499999999996 -0.10220499999999998 -0.14032999999999998 -0.090789999999999996 -0.097269999999999981 -0.14454499999999995 -0.0031399999999999996 -0.070064999999999975 0.084485000000000018 0.037915000000000011 0.088305000000000008 -0.081654999999999991 -0.061204999999999989 0.08648500000000002 0.087575000000000014 -0.085534999999999986 0.092185000000000017 0.093995000000000009 -0.077559999999999976 -0.086849999999999997
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=1 6 4 7 13 -6 10 -3 -8 -9 -1 12 -7 14 18 -16 -13 -10 19 20 -2 22 -18 -20 -25
right_child=2 3 -4 -5 5 11 8 9 17 -11 -12 16 -14 -15 15 -17 21 -19 23 -21 -22 -23 -24 24 -26
leaf_value=0.00057263374896862423 0.0015293625861874053 0.00061357545667779497 0.00056464024075452964 0.0016253156526329013 0.00084562276224660099 0.0015384352573766639 2.3551829681986355e-05 0.0015229613162934719 0.00068653087399584355 0.001031576936991289 0.0010378619742695736 0.0017321986430913654 0.001075144247641561 0.0019886321058728402 0.0019592338096323845 0.0016363275290676941 0.0017029021754811132 0.00037929273325188004 0.0016946057318036293 0.0015344798838623126 0.0017731621489837405 0.0013603691929695778 0.0015157702246034568 0.001656358419273599 0.0014850479634893573
leaf_weight=52 52 75 52 103 52 103 70 53 55 84 80 92 52 53 91 57 96 55 78 84 372 55 249 90 108
leaf_count=52 52 75 52 103 52 103 70 53 55 84 80 92 52 53 91 57 96 55 78 84 372 55 249 90 108
internal_value=0 0.000883815 0.00158409 0.00120921 0.00161555 0.00147874 0.000555179 0.00100688 0.000335219 0.00122193 0.000854857 0.00152957 0.00138324 0.00171261 0.00169687 0.00183511 0.0015756 0.000533232 0.00167073 0.00170888 0.00174335 0.00153949 0.00156794 0.00160039 0.00156309
internal_weight=0 627 1736 315 1684 699 312 212 180 137 132 647 155 985 932 148 492 110 784 508 424 400 345 276 198
internal_count=2363 627 1736 315 1684 699 312 212 180 137 132 647 155 985 932 148 492 110 784 508 424 400 345 276 198
is_linear=0
shrinkage=0.0032998


Tree=4998
num_leaves=18
num_cat=0
split_feature=10 0 1 155 160 13 1186 1429 123 16 16 130 1429 1 0 484 484
split_gain=0.814656 0.858491 0.286694 0.286151 0.39053 0.283532 0.278578 0.280308 0.224965 0.257198 0.282152 0.172862 0.169438 0.16196 0.150387 0.358942 0.166902
threshold=-1.0000000180025095e-35 -0.067659999999999984 0.096300000000000011 0.083440000000000014 0.083670000000000008 -0.14819499999999997 0.068350000000000008 0.083960000000000021 0.085740000000000011 -0.48186499999999993 -0.074474999999999986 -0.072444999999999982 0.088275000000000006 0.12258000000000001 -0.085719999999999977 0.082450000000000009 0.087410000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 8 -2 7 11 9 -4 -11 -7 -9 -12 15 -13 -16
right_child=2 -3 3 -5 -6 6 -8 12 -10 10 13 14 -14 -15 16 -17 -18
leaf_value=0.0077419125553105346 0.021080146134678287 -0.021493530763091559 -0.00031197921457965172 0.015165277455144859 -0.0086860185327042854 0.018886987305922545 0.02065181374405449 -0.0039429950792950639 -0.0021367820026228948 0.017259385299515335 0.0022662461396996225 0.0097313043862032513 0.0084822630109861862 0.01355178474861115 0.0082607058681747232 0.023678353201106173 -0.0015532844346132758
leaf_weight=60 59 54 90 72 62 53 58 75 86 98 114 474 53 53 791 59 52
leaf_count=60 59 54 90 72 62 53 58 75 86 98 114 474 53 53 791 59 52
internal_value=0 -0.0060907 0.00848289 0.00523399 0.00380884 0.00959777 0.00917718 0.00874859 0.00556956 0.00744151 0.0100815 0.00942457 0.0011878 0.00585864 0.0090588 0.0112785 0.0076532
internal_weight=0 114 2249 575 503 1674 1615 1557 441 355 265 1429 128 167 1376 533 843
internal_count=2363 114 2249 575 503 1674 1615 1557 441 355 265 1429 128 167 1376 533 843
is_linear=0
shrinkage=0.16829


Tree=4999
num_leaves=20
num_cat=0
split_feature=1 1 123 16 14 16 3 159 3 1 3 16 16 16 3 15 481 43 480
split_gain=47.175 7.34115 3.36235 3.01132 2.52297 1.59054 1.11163 0.903537 1.1233 0.709045 0.681893 1.36928 0.624769 0.605556 0.593028 0.337059 0.30067 0.235032 0.159382
threshold=0.10538500000000002 0.12394500000000001 1.0000000180025095e-35 0.38845000000000002 0.062655000000000016 0.059920000000000008 -0.068254999999999982 0.08043500000000002 -0.027864999999999997 0.13662500000000002 -0.11756999999999999 0.081265000000000018 -0.038799999999999994 0.41134500000000007 0.077930000000000013 -0.098454999999999973 -0.048124999999999994 0.061400000000000003 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 6 9 10 8 -2 -3 11 -1 15 16 -14 -8 18 -18 -12
right_child=1 5 -4 -5 -6 -7 12 -9 -10 -11 13 -13 14 -15 -16 -17 17 -19 -20
leaf_value=0.0016979904327114005 0.001701716116724404 0.00070775190285577078 0.0015061674324748512 0.0021112475066813689 0.0029090892615197461 0.0011221069124638049 0.0020943216905060162 0.00092977735830467804 0.0011473865143040438 0.00027631765945786428 0.0025070314744093988 0.0023891113631803033 0.0019442029345037878 0.0019395599071449986 0.0023603795874674771 0.0017666999781193295 0.0022836712421962749 0.0021244926764877005 0.0022765877466908568
leaf_weight=69 70 73 73 55 58 52 54 68 94 97 100 58 68 59 87 103 948 121 56
leaf_count=69 70 73 73 55 58 52 54 68 94 97 100 58 68 59 87 103 948 121 56
internal_value=0 0.00106748 0.00220176 0.00141611 0.00223025 0.000616616 0.00220738 0.00125116 0.00138421 0.000461788 0.00224702 0.0020139 0.00202797 0.00227006 0.00217803 0.00187961 0.00228594 0.00226569 0.00242453
internal_weight=0 509 1854 287 1781 222 1723 232 164 170 1411 127 312 1284 155 157 1225 1069 156
internal_count=2363 509 1854 287 1781 222 1723 232 164 170 1411 127 312 1284 155 157 1225 1069 156
is_linear=0
shrinkage=0.0032998


Tree=5000
num_leaves=13
num_cat=0
split_feature=9 156 157 1456 1456 1 13 1 49 1429 16 13
split_gain=0.640048 0.333022 0.278143 0.238772 0.253745 0.257107 0.422215 0.344052 0.242459 0.247164 0.190894 0.167721
threshold=0.09055500000000001 -0.0071349999999999998 0.10119000000000002 -0.11085999999999999 -0.00059999999999999995 0.092860000000000012 0.10809000000000001 0.10871500000000002 -0.072214999999999988 0.084545000000000009 0.057185000000000007 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 11 8 7 -7 -6 -10 -1 -5
right_child=-2 2 -4 4 5 6 -8 -9 9 -11 -12 -13
leaf_value=0.010726587388427147 -0.0092700602787714956 -0.00057339476224241553 -0.0010721436358518475 0.010931108708989886 0.018809672608047723 0.0027762590722325308 -0.0070314745982751822 0.011311601950603122 0.010190418070163193 -0.0016355888695511217 0.024310802124883627 0.023258649900095209
leaf_weight=56 54 69 78 67 89 237 62 309 1179 52 63 60
leaf_count=56 54 69 78 67 89 237 62 309 1179 52 63 60
internal_value=0 0.00924739 0.00877717 0.00913971 0.00946672 0.00898476 0.00611399 0.00760999 0.0103057 0.0096894 0.0179333 0.0167693
internal_weight=0 2321 2202 2124 2055 1928 608 546 1320 1231 119 127
internal_count=2375 2321 2202 2124 2055 1928 608 546 1320 1231 119 127
is_linear=0
shrinkage=0.16829


Tree=5001
num_leaves=11
num_cat=0
split_feature=1 41 43 13 12 481 1419 50 48 50
split_gain=0.465404 0.361262 0.391613 0.363066 0.275302 0.242642 0.256183 0.235236 0.37585 0.309922
threshold=0.14846500000000004 0.088180000000000008 -0.23269999999999999 0.10637500000000001 0.092395000000000019 0.0028200000000000005 0.086325000000000013 1.0000000180025095e-35 -0.081604999999999997 0.090150000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 7 8 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 9 -10 -11
leaf_value=0.026450245975894543 -0.0082361974506750622 -0.0049586507459624049 0.019229432817896415 -0.0060952709925109006 0.010357680754548137 0.018812600814376076 0.017656044534867382 0.020871246331154742 0.005738983038076957 0.0086444348174772433
leaf_weight=53 53 62 61 54 71 56 69 72 1498 326
leaf_count=53 53 62 61 54 71 56 69 72 1498 326
internal_value=0 0.00769692 0.0080449 0.00750965 0.0172504 0.00786338 0.00755985 0.00720296 0.00626799 0.0108608
internal_weight=0 2322 2260 2136 124 2082 2026 1957 1559 398
internal_count=2375 2322 2260 2136 124 2082 2026 1957 1559 398
is_linear=0
shrinkage=0.16829


Tree=5002
num_leaves=18
num_cat=0
split_feature=1 1 12 40 2 147 11 2 2 43 11 151 2 1429 1 1 43
split_gain=18.3823 2.2968 1.96417 1.43028 0.97248 0.885856 0.85316 0.628272 0.707199 0.386887 0.381416 0.362187 0.3464 0.4358 0.310604 0.273332 0.19562
threshold=0.10538500000000002 0.12394500000000001 0.087545000000000026 -0.024094999999999995 0.11585500000000001 0.08598500000000002 1.0000000180025095e-35 0.14578500000000003 -0.021884999999999998 -0.079774999999999985 0.084680000000000019 -0.092724999999999988 0.092120000000000021 0.057970000000000008 0.11481500000000001 0.11224000000000002 -0.081799999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 5 6 11 8 -3 -2 -8 -5 13 -13 -4 -11 -14
right_child=1 7 14 4 -6 -7 10 -9 -10 15 -12 12 16 -15 -16 -17 -18
leaf_value=0.00077813594350302398 0.00019776511030448668 1.1042565157140049e-05 0.0011599083524860619 0.001421958883990217 0.0008693938067134984 0.00083516758949192277 0.0016929938437924032 -5.9345241205896336e-05 0.0004913338923659622 0.00036165055371101566 0.0012972317798261588 0.0012414881452969702 0.0012232911297536736 0.0010002121494904368 0.00081035132822386796 0.00068084878322142864 0.0010551161695786897
leaf_weight=99 55 52 57 78 100 68 57 70 94 55 52 943 109 91 56 64 275
leaf_count=99 55 52 57 78 100 68 57 70 94 55 52 943 109 91 56 64 275
internal_value=0 0.000454509 0.000648005 0.00116517 0.00118676 0.00120571 0.00122138 0.000197247 0.000320513 0.000427659 0.00150451 0.00120073 0.00118854 0.00122029 0.000986988 0.000533616 0.00110295
internal_weight=0 503 287 1872 1773 1673 1605 216 146 174 109 1496 1418 1034 113 119 384
internal_count=2375 503 287 1872 1773 1673 1605 216 146 174 109 1496 1418 1034 113 119 384
is_linear=0
shrinkage=0.0032998


Tree=5003
num_leaves=13
num_cat=0
split_feature=4 40 3 14 4 0 376 16 14 3 0 3
split_gain=11.9653 5.21497 1.93306 1.42161 0.918543 1.72044 0.916127 0.874369 0.683721 0.524162 0.28556 0.165913
threshold=0.30163500000000004 -0.026419999999999996 0.11372500000000001 -0.42495999999999995 -0.49269499999999994 1.0000000180025095e-35 0.049360000000000008 -0.49181999999999998 0.062655000000000016 -0.10468499999999999 -0.13972999999999997 -0.0035149999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -2 -3 8 -1 11 9 -6 -11 -5
right_child=3 2 -4 7 5 -7 -8 -9 -10 10 -12 -13
leaf_value=0.00087396575953627229 0.00090765166854131789 0.001569695085908023 0.00073349506625623414 0.0003297524607892479 0.0010078074121958483 0.00067491698103861375 0.00039263158647296346 1.676535656437212e-05 0.0015934793554242929 0.0010721384494990736 0.0012673897082327876 0.00057139958765351157
leaf_weight=86 53 95 82 56 100 58 87 75 63 89 1459 72
leaf_count=86 53 95 82 56 100 58 87 75 63 89 1459 72
internal_value=0 0.00118156 0.00123039 0.000426076 0.00125223 0.00123516 0.000632111 0.000300171 0.00125413 0.00124114 0.00125619 0.000465954
internal_weight=0 2119 1946 256 1864 1769 173 203 1711 1648 1548 128
internal_count=2375 2119 1946 256 1864 1769 173 203 1711 1648 1548 128
is_linear=0
shrinkage=0.0032998


Tree=5004
num_leaves=15
num_cat=0
split_feature=48 9 14 124 159 160 43 2 0 3 49 13 0 52
split_gain=0.491213 0.399294 0.243121 0.263033 0.225835 0.494894 0.36925 0.252059 0.276272 0.523153 0.245716 0.216969 0.194552 0.136184
threshold=0.13438000000000003 0.09055500000000001 -0.23960999999999996 -0.077084999999999987 0.08043500000000002 -0.029144999999999997 -0.077604999999999993 0.083815000000000014 -0.19242499999999998 0.10449500000000002 -0.008624999999999999 -0.011834999999999998 -0.066264999999999991 -0.088629999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 7 6 -6 10 -9 -10 -5 -4 -12 -7
right_child=-2 -3 3 4 5 13 -8 8 9 -11 12 -13 -14 -15
leaf_value=0.017159661718451166 -0.0085487010571148898 -0.0064468864110425635 0.0067428720322763886 0.022673185130037715 -0.01435330806718166 0.005549890555408046 0.003703192864153178 -0.0016139790424555438 0.0077814256314537754 0.024329264701209854 0.012404128134511911 -0.0063861426309994402 0.0014684250219773882 0.015068183532405466
leaf_weight=85 52 53 82 59 53 88 81 80 1112 57 373 63 53 84
leaf_count=85 52 53 82 59 53 88 81 80 1112 57 373 63 53 84
internal_value=0 0.00797361 0.00831109 0.00796604 0.00845844 0.00423251 -0.00342515 0.00920315 0.00793482 0.00858983 0.0124657 0.00102615 0.0110478 0.0102088
internal_weight=0 2323 2270 2185 2040 306 134 1734 1249 1169 485 145 426 172
internal_count=2375 2323 2270 2185 2040 306 134 1734 1249 1169 485 145 426 172
is_linear=0
shrinkage=0.16829


Tree=5005
num_leaves=21
num_cat=0
split_feature=1 1 124 16 51 484 52 1 2 42 0 16 48 1212 48 4 1 16 133 52
split_gain=9.74923 2.09784 0.915511 0.838632 0.588285 0.543826 0.450633 0.441736 0.416752 0.465974 0.438823 0.396034 0.360192 0.353874 0.337967 0.33264 0.271157 0.248182 0.219182 0.0778139
threshold=0.10808500000000001 0.14262000000000002 -0.076779999999999987 -0.0013749999999999997 -0.069834999999999994 -0.084699999999999984 -0.013914999999999999 0.104035 0.085730000000000015 0.087075000000000014 -0.18087499999999998 -0.0090499999999999973 0.093265000000000015 0.040035000000000008 0.085775000000000004 0.42098500000000005 0.091615000000000016 -0.018199999999999997 0.0024650000000000006 -0.088004999999999986
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 3 -1 6 -5 17 -2 8 9 11 -10 18 14 16 -12 -8 -11 -4 -7 -19
right_child=1 -3 5 4 -6 7 15 -9 10 13 12 -13 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=0.00062756875927431248 0.00010979838319263975 -0.00010186714221483558 0.001323039300207694 0.00051727134099418626 0.00096999003553225401 0.0010956033250441612 0.00059005546143220682 0.00067527824749459575 0.00061593844925972514 0.0011014493978620554 0.0009317007457171981 0.0013272838560378438 0.00072775894262022526 0.00066056570167555566 0.0011868725816265564 0.00029318717312758463 0.00082926148214263417 0.00095112337555271328 0.00089576771226644808 0.0011253185777780497
leaf_weight=94 52 76 55 72 56 239 96 65 52 88 801 66 89 52 62 73 76 52 83 73
leaf_count=94 52 76 55 72 56 239 96 65 52 88 801 66 89 52 62 73 76 52 83 73
internal_value=0 0.000394551 0.000946343 0.000502755 0.000715611 0.000962494 0.000379312 0.000943827 0.000954661 0.00102364 0.000913131 0.00109245 0.000929327 0.000899867 0.000950074 0.000462031 0.000975528 0.0011358 0.0010442 0.00105314
internal_weight=0 425 1947 349 128 1853 221 1673 1608 604 1004 388 952 216 863 169 164 180 322 125
internal_count=2372 425 1947 349 128 1853 221 1673 1608 604 1004 388 952 216 863 169 164 180 322 125
is_linear=0
shrinkage=0.0032998


Tree=5006
num_leaves=14
num_cat=0
split_feature=1 4 16 1 484 1447 48 151 43 0 47 483 43
split_gain=0.676433 0.323706 0.271698 0.270242 0.264243 0.352189 0.206045 0.166579 0.427534 0.164505 0.160801 0.137869 0.0734131
threshold=0.14262000000000002 0.23590000000000003 -0.42618999999999996 0.11378500000000001 -0.084699999999999984 -0.085754999999999984 0.11765000000000002 -0.085369999999999988 -0.085594999999999991 0.12500000000000003 0.078875000000000015 -0.088009999999999991 -0.077604999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 11 -6 7 8 -7 10 -9 -1 -13
right_child=-2 2 -4 -5 5 6 -8 9 -10 -11 -12 12 -14
leaf_value=0.0084945054225185838 -0.0087426134475707025 0.011554544869413161 -0.0052788086237747197 -0.0027210913529279609 -0.0054196996856775781 0.012949665529993354 0.01824764705274964 0.0070733873605188929 -0.00524724650130938 0.016824383222225028 0.012252411963153695 0.013676625248721323 0.022292948457428054
leaf_weight=78 76 97 97 61 58 62 53 1330 89 59 196 62 54
leaf_count=78 76 97 97 61 58 62 53 1330 89 59 196 62 54
internal_value=0 0.00738443 0.00172222 0.00603169 0.00809098 0.00746831 0.00788715 0.00756981 0.00221244 0.00807906 0.00773976 0.01401 0.0177032
internal_weight=0 2296 255 158 2041 1847 1789 1736 151 1585 1526 194 116
internal_count=2372 2296 255 158 2041 1847 1789 1736 151 1585 1526 194 116
is_linear=0
shrinkage=0.16829


Tree=5007
num_leaves=20
num_cat=0
split_feature=1 484 1428 1 159 1447 0 16 16 0 2 4 1 159 13 159 1 159 484
split_gain=0.474189 0.226016 0.265327 0.287617 0.278078 0.250271 0.242477 0.220728 0.419647 0.264176 0.213033 0.459813 0.43007 0.204613 0.183014 0.177378 0.158525 0.0734753 0.0484221
threshold=0.14699000000000004 -0.081334999999999977 0.08517000000000001 0.095950000000000021 1.0000000180025095e-35 -0.084894999999999984 -0.18901999999999997 1.0000000180025095e-35 -0.032969999999999992 -0.036119999999999992 0.084735000000000019 -0.0073899999999999999 0.084525000000000003 0.087395000000000014 -0.070529999999999995 -0.0085599999999999982 0.11130500000000002 0.10438500000000002 -0.16418499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 -3 -5 8 9 -8 11 -7 -12 -6 15 -1 -9 -15 -17
right_child=-2 2 -4 6 13 10 7 16 -10 -11 12 -13 -14 17 -16 18 -18 -19 -20
leaf_value=0.015587312009466652 -0.0091744879462684215 -0.0058782703417753265 0.016974828423290084 0.011805387661055782 0.020304120717348849 0.0069444491430340248 -0.0019989448882913826 0.011079525184316881 -0.015841431401352135 0.0113211557706518 0.0056164594612693663 0.023789901119199344 -0.0090254274249725892 0.011943750848858599 0.019102130075115773 0.0006771956946648981 0.00074378078395705854 0.0036977725972221725 0.0077157591353503151
leaf_weight=61 59 52 56 62 63 311 206 78 52 53 812 54 61 75 60 55 92 53 57
leaf_count=61 59 52 56 62 63 311 206 78 52 53 812 54 61 75 60 55 92 53 57
internal_value=0 0.0060922 0.00553368 0.00521624 0.00643149 0.00554165 0.00189843 0.000617703 -0.00204346 0.000719854 0.00602277 0.00944158 0.00459131 0.012432 0.0110703 0.00827435 0.00549663 0.00854344 0.00427536
internal_weight=0 2313 2080 2024 1481 1290 543 481 311 259 1238 365 873 191 233 173 170 128 112
internal_count=2372 2313 2080 2024 1481 1290 543 481 311 259 1238 365 873 191 233 173 170 128 112
is_linear=0
shrinkage=0.16829


Tree=5008
num_leaves=14
num_cat=0
split_feature=3 150 4 3 4 3 3 3 150 52 4 0 16
split_gain=0.457355 0.371219 0.383536 0.265113 0.269592 0.222837 0.259389 0.212821 0.171223 0.19397 0.650595 0.215504 0.101701
threshold=0.31534000000000006 0.11819500000000001 0.24099500000000004 -0.0035149999999999995 0.0082450000000000006 -0.086114999999999983 -0.00094999999999999989 -0.011659999999999998 0.086730000000000015 0.10024500000000001 -0.081689999999999985 -0.049464999999999988 -0.019164999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 12 -4 -7 8 9 11 -11 -1 -5
right_child=-2 -3 5 4 -6 6 -8 -9 -10 10 -12 -13 -14
leaf_value=0.0057916397172929016 -0.009051409388179393 0.018003700402976927 -0.0093432078592548904 0.0017771948652734459 0.020179245794979133 0.0079365876974174694 -0.0050331324726957246 -0.005510680368918869 -0.0016507176835438479 -0.015085599696141754 0.0051936741361341132 0.012757776204208766 0.010614497818454957
leaf_weight=1139 66 62 72 60 65 92 83 54 97 53 289 142 98
leaf_count=1139 66 62 72 60 65 92 83 54 97 53 289 142 98
internal_value=0 0.00514746 0.00479146 0.00556541 0.0110408 -0.00145868 0.00177497 0.00487611 0.00520325 0.00561399 0.00204573 0.00656524 0.00726993
internal_weight=0 2306 2244 1997 223 247 175 1774 1720 1623 342 1281 158
internal_count=2372 2306 2244 1997 223 247 175 1774 1720 1623 342 1281 158
is_linear=0
shrinkage=0.16829


Tree=5009
num_leaves=18
num_cat=0
split_feature=3 3 1 40 3 12 159 13 1 484 1 3 3 3 133 51 0
split_gain=0.318648 0.266006 0.264149 0.333444 0.39592 0.296948 0.290585 0.230743 0.205346 0.177561 0.179932 0.309589 0.269535 0.137915 0.127757 0.0921694 0.0599726
threshold=0.30112000000000005 0.10449500000000002 0.10471500000000002 -0.063404999999999989 -0.031844999999999991 0.092495000000000008 1.0000000180025095e-35 -0.065269999999999981 0.085595000000000018 -0.084699999999999984 0.10044000000000002 -0.1535 0.084735000000000019 -0.090989999999999988 0.085650000000000018 -0.022934999999999997 -0.14216999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 14 5 -5 9 -7 13 -1 11 -11 -13 -8 -4 -15 -3
right_child=-2 16 3 4 -6 7 8 -9 -10 10 -12 12 -14 15 -16 -17 -18
leaf_value=0.010652002048351627 -0.0056952978350033202 0.016476727679881627 0.013239005874049494 0.009609197078624886 -0.016967303604983625 -0.013348860280318103 0.00089584433185564141 0.001540549665424402 0.019276628778796469 -0.00952365056148082 0.01177487816254167 0.0039596884168731656 -0.0081686156066149099 0.015900697423917313 0.0018882548701071207 0.0071483839632065149 0.0086073454003626725
leaf_weight=102 93 53 52 58 52 53 63 66 53 54 69 1278 54 54 62 96 60
leaf_count=102 93 53 52 58 52 53 63 66 53 54 69 1278 54 54 62 96 60
internal_value=0 0.00434658 0.00393008 -0.000349533 -0.0040567 -0.000253597 0.00473628 -0.00507577 0.0098811 0.00385618 0.00337854 0.00295924 0.00346665 0.00753481 0.00708155 0.0103112 0.0123142
internal_weight=0 2279 2166 343 229 177 1823 119 266 1557 1455 1386 1332 213 114 150 113
internal_count=2372 2279 2166 343 229 177 1823 119 266 1557 1455 1386 1332 213 114 150 113
is_linear=0
shrinkage=0.16829


Tree=5010
num_leaves=18
num_cat=0
split_feature=45 1 0 4 4 16 401 3 13 2 1454 159 43 484 2 3 2
split_gain=0.471108 0.404554 0.284424 0.469207 0.426011 0.232018 0.217328 0.540527 0.278875 0.205267 0.14487 0.15497 0.209727 0.13613 0.174876 0.120696 0.0747831
threshold=0.081955000000000014 0.076010000000000008 0.12358500000000001 0.50113000000000019 0.24726500000000004 -0.061784999999999993 0.080710000000000018 -0.13392999999999997 -0.091559999999999989 0.083455000000000015 0.080725000000000005 0.079755000000000006 -0.072469999999999993 -0.081554999999999989 0.084275000000000003 -0.057369999999999997 0.11793500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 6 -5 7 -3 -9 -1 11 13 -13 -11 -15 -16 -6
right_child=-2 2 -4 5 16 -7 -8 8 -10 10 -12 12 -14 14 15 -17 -18
leaf_value=-0.0056592889851863389 0.01869969361245722 0.01428664010527092 -0.011871618172192617 0.0140797462473171 -0.013473954659515227 0.00029539131564229306 -0.008484445277163747 -0.0097909723149061847 0.0012082808454214528 -0.0012178326537600009 -0.0034697401445445012 0.015440190243872975 0.0027021964173574368 0.01443587940714147 0.0040527734568450427 0.011063508104916344 -0.0050036657507737288
leaf_weight=53 52 84 53 101 71 53 66 74 554 100 54 93 61 56 757 77 52
leaf_count=53 52 84 53 101 71 53 66 74 554 100 54 93 61 56 757 77 52
internal_value=0 0.0024996 0.000156173 0.000762116 -0.000703305 0.00934745 0.000749567 0.00160805 -8.49488e-05 0.00457372 0.00502793 0.00543062 0.0104063 0.00465481 0.00531668 0.0047022 -0.00990763
internal_weight=0 2359 1108 1055 901 154 778 712 628 1251 1198 1144 154 990 890 834 123
internal_count=2411 2359 1108 1055 901 154 778 712 628 1251 1198 1144 154 990 890 834 123
is_linear=0
shrinkage=0.16829


Tree=5011
num_leaves=15
num_cat=0
split_feature=45 48 52 15 1446 376 12 16 48 156 1446 484 484 484
split_gain=0.325834 0.362082 0.379675 0.428981 0.359208 0.335273 0.182564 0.528033 0.503925 0.539987 0.177306 0.167891 0.29614 0.138968
threshold=0.081955000000000014 0.093265000000000015 -0.053514999999999993 -0.10436999999999999 0.097670000000000021 0.084545000000000009 0.023990000000000004 -0.49181999999999998 0.083570000000000019 0.092190000000000008 0.085345000000000018 0.085845000000000019 1.0000000180025095e-35 0.096480000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 9 -9 11 12 -8 -13
right_child=-2 2 3 -5 -6 -7 10 8 -10 -11 -12 13 -14 -15
leaf_value=0.011073617146535649 0.015552727032826457 0.0040237672781754585 -0.0022786664735402464 -0.021577687086429331 0.015718205198615824 0.014200954882442425 0.0032394320838009445 -0.012056050023857958 0.0070495196191652457 0.0066754603763987605 -0.0050923465437777348 0.015811075230376094 -0.0084752614113234922 0.004346252295655246
leaf_weight=81 52 93 83 54 59 66 1322 195 86 56 76 52 64 72
leaf_count=81 52 93 83 54 59 66 1322 195 86 56 76 52 64 72
internal_value=0 0.00207894 -0.00426137 -0.00989869 0.00276474 0.00239467 0.00200495 -0.0011208 -0.00405713 -0.00786975 0.00282989 0.00322981 0.0026972 0.00916857
internal_weight=0 2359 230 137 2129 2070 2004 418 337 251 1586 1510 1386 124
internal_count=2411 2359 230 137 2129 2070 2004 418 337 251 1586 1510 1386 124
is_linear=0
shrinkage=0.16829


Tree=5012
num_leaves=28
num_cat=0
split_feature=3 3 123 2 2 3 16 12 11 42 42 3 52 52 475 16 2 13 12 2 12 49 402 133 52 12 16
split_gain=12.7897 4.92319 2.93856 2.63168 1.74747 1.44626 1.86287 0.69266 1.39036 0.692238 0.642937 0.487215 0.478024 0.469871 0.426215 0.293256 0.273685 0.252753 0.22262 0.180412 0.178889 0.277925 0.171716 0.146213 0.103901 0.0825233 0.0261279
threshold=-0.052614999999999995 0.30112000000000005 1.0000000180025095e-35 0.10161500000000002 0.13775000000000001 -0.10175499999999998 0.26538000000000006 0.092755000000000018 0.075910000000000019 -1.0000000180025095e-35 0.093565000000000023 -0.080634999999999984 -0.091784999999999992 0.057125000000000002 -0.084699999999999984 -0.16927999999999996 0.13443000000000002 -0.009329999999999998 0.097060000000000021 0.091955000000000023 -0.011819999999999999 -0.014169999999999999 0.11353000000000001 0.11524500000000001 0.024560000000000002 0.095330000000000012 -0.07959999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 12 6 -5 8 14 19 17 -11 -2 20 -1 -16 -3 -4 -7 26 -14 -22 23 -17 -20 -13 -9
right_child=1 16 10 5 -6 18 -8 9 -10 11 -12 25 13 -15 15 22 -18 -19 24 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0010624421651187249 0.0012710245023377538 0.00017081773691331452 0.00071862601257464129 0.00031452804093434495 0.0004018532349016381 0.001253971885994063 0.0011172617450385255 0.0014446864794039639 0.0018199912778781885 0.00076588268355944436 0.00015011716710982892 0.0012152491015492036 0.00072356367916203519 0.0012334631509077936 0.0010553304266107066 0.0013140520206943779 -0.0001645612026744226 0.00040756937188752391 0.00091988302117107892 0.0011520736783567753 0.00077448762672293887 0.001091117464076824 0.0015000831051277103 0.0011547925201588747 0.0011227623809382358 0.0010520529376525751 0.0013240452175086192
leaf_weight=95 78 54 62 74 54 74 55 52 54 62 59 59 53 57 53 732 52 54 60 60 54 72 52 73 57 97 53
leaf_count=95 78 54 62 74 54 74 55 52 54 62 59 59 53 57 53 732 52 54 60 60 54 72 52 73 57 97 53
internal_value=0 0.000656777 0.000783759 0.00119879 0.000951237 0.000927655 0.000657052 0.00125893 0.00130265 0.00113794 0.000431377 0.00101516 0.0010456 0.000970952 0.00127482 0.00129695 5.95989e-06 0.000574127 0.00111023 0.00129996 0.000887163 0.000955699 0.00131186 0.00129965 0.00101902 0.001114 0.00138413
internal_weight=0 649 543 1762 368 320 129 1442 1059 383 175 218 314 236 1005 910 106 116 191 165 179 126 857 805 117 156 105
internal_count=2411 649 543 1762 368 320 129 1442 1059 383 175 218 314 236 1005 910 106 116 191 165 179 126 857 805 117 156 105
is_linear=0
shrinkage=0.0032998


Tree=5013
num_leaves=13
num_cat=0
split_feature=44 15 3 41 151 52 13 12 475 160 1211 0
split_gain=0.312126 0.239007 0.407577 0.270306 0.25916 0.253368 0.210752 0.400127 0.202703 0.155292 0.152606 0.101036
threshold=1.0000000180025095e-35 -0.53159999999999996 -0.0088599999999999981 0.082095000000000015 0.08357500000000001 0.0085900000000000021 -0.11122999999999998 -1.0000000180025095e-35 -0.088274999999999978 -0.52850499999999989 0.11191500000000001 -0.23029499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -4 -8 -3 -10 -11 -9
right_child=-2 2 5 -5 -6 -7 7 11 9 10 -12 -13
leaf_value=0.013199677075569191 0.01571254727196272 -0.0057201968756578087 0.0059599678120451863 -0.0078428971651542476 0.015233172751669938 -0.012768662700453551 -0.012862349330610239 -0.003708530426779235 -0.0048346467262336285 0.0042398103639663355 -0.0046057642529229136 0.0051151324182279181
leaf_weight=58 52 68 92 60 53 60 84 61 59 1615 57 92
leaf_count=58 52 68 92 60 53 60 84 61 59 1615 57 92
internal_value=0 0.0025238 0.00225392 0.00326461 0.00362544 -0.00270917 -0.000869155 -0.0035277 0.00328247 0.00363716 0.00393718 0.00158546
internal_weight=0 2359 2301 1912 1852 389 329 237 1799 1731 1672 153
internal_count=2411 2359 2301 1912 1852 389 329 237 1799 1731 1672 153
is_linear=0
shrinkage=0.16829


Tree=5014
num_leaves=25
num_cat=0
split_feature=1 15 4 475 12 1 13 483 12 16 15 43 12 12 12 399 13 4 159 13 16 43 133 4
split_gain=0.210459 0.27941 0.464133 0.212585 0.188133 0.29956 0.24322 0.241046 0.239381 0.176659 0.171943 0.130181 0.150815 0.237514 0.136912 0.152391 0.14784 0.122703 0.121815 0.116785 0.0978527 0.0903317 0.0774102 0.0398859
threshold=0.076010000000000008 -0.46503999999999995 0.50373500000000015 -0.088274999999999978 0.093270000000000006 0.13539000000000004 -0.050149999999999993 0.0093900000000000008 0.089125000000000024 -0.061394999999999998 0.054100000000000002 -0.11741999999999998 1.0000000180025095e-35 0.083785000000000012 0.086395000000000013 0.088015000000000024 -0.021674999999999996 -0.015464999999999998 0.0096550000000000021 0.031740000000000011 -0.011859999999999997 -0.011154999999999998 0.048520000000000008 0.62207000000000001
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=11 23 3 -3 5 7 9 8 -5 -6 -8 22 -13 -14 17 16 18 21 -16 -18 -19 -15 -1 -2
right_child=1 2 -4 4 6 -7 10 -9 -10 -11 -12 12 13 14 15 -17 19 20 -20 -21 -22 -23 -24 -25
leaf_value=0.013092331109594879 0.012169228000638549 -0.0093936254422929653 -0.015628868846061211 -0.0010853538187140677 -0.015684140184796039 0.014565753064968788 -0.0031036487407781642 0.011896391339565882 0.0072398560147844543 -0.0019644153152880289 0.0095494605440863741 -0.004929966021446258 0.012438020236956379 -0.0081321231965260799 0.0042973406801382064 0.01294137406183247 -0.0021746388419964817 0.0082118312658821073 0.012943693762247969 0.0067596727742508071 -0.00093206844252837861 0.00025781018963367847 0.0047870403618565198 0.0055470136523983766
leaf_weight=64 54 56 52 477 53 55 73 59 123 54 52 60 82 66 373 53 168 65 53 55 67 80 65 52
leaf_count=64 54 56 52 477 53 55 73 59 123 54 52 60 82 66 373 53 168 65 53 55 67 80 65 52
internal_value=0 0.000701295 -0.000125314 0.000677469 0.00127554 0.00262968 -0.00288418 0.00163077 0.00061832 -0.00877696 0.00214567 0.00385041 0.00326577 0.0037305 0.00300008 0.00425193 0.00353954 -0.000154598 0.00537728 2.08346e-05 0.003557 -0.00352259 0.00892142 0.00893754
internal_weight=0 1160 1054 1002 946 714 232 659 600 107 125 1251 1122 1062 980 702 649 278 426 223 132 146 129 106
internal_count=2411 1160 1054 1002 946 714 232 659 600 107 125 1251 1122 1062 980 702 649 278 426 223 132 146 129 106
is_linear=0
shrinkage=0.16829


Tree=5015
num_leaves=16
num_cat=0
split_feature=4 2 124 3 11 2 3 0 4 2 3 3 4 3 128
split_gain=14.7391 3.80935 1.73896 1.29276 1.19841 1.0156 0.769493 0.59464 0.62369 0.490393 0.389086 0.354015 0.33145 0.648452 0.39052
threshold=0.36766000000000004 0.13673000000000005 -0.043384999999999993 0.10323000000000002 1.0000000180025095e-35 0.095545000000000005 -0.088714999999999988 -0.10803999999999998 0.51400500000000016 0.081460000000000019 -0.18766499999999997 -0.078644999999999979 -0.082184999999999994 -0.08632999999999999 0.09585500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 12 -7 -2 -9 -1 -6 -8 13 -4 -14
right_child=7 -3 3 -5 10 6 11 8 -10 -11 -12 -13 14 -15 -16
leaf_value=0.00083162141042926192 0.0007509650125783505 0.0007451818751020179 0.0014819103175416392 0.0010909169285748107 0.0015938136257817657 0.00095732831983124181 0.0015774986702549623 0.00057011419160385522 0.00012125778880368271 0.0012417007757668296 0.0019494139566763745 0.0012989186443950773 0.001478816762680102 0.0017875531861873198 0.0011815200812097112
leaf_weight=57 93 92 231 100 68 62 67 97 52 74 70 212 941 115 52
leaf_count=57 93 92 231 100 68 62 67 97 52 74 70 212 941 115 52
internal_value=0 0.00140285 0.00143237 0.00145754 0.00147769 0.00145329 0.00129175 0.000543457 0.000413703 0.00106354 0.00177445 0.00136594 0.0014944 0.0015836 0.00146328
internal_weight=0 2141 2049 1918 1818 1680 341 242 149 131 138 279 1339 346 993
internal_count=2383 2141 2049 1918 1818 1680 341 242 149 131 138 279 1339 346 993
is_linear=0
shrinkage=0.0032998


Tree=5016
num_leaves=25
num_cat=0
split_feature=1 12 2 123 2 49 12 14 34 2 11 1 49 1 43 13 2 42 13 13 43 42 42 2
split_gain=16.1532 3.10197 2.53873 1.693 1.31302 1.19327 0.740635 0.671429 0.476064 0.540179 0.406254 0.38261 1.04498 0.498754 0.375313 0.232777 0.23075 0.244579 0.193162 0.181921 0.0993366 0.0941099 0.0809973 0.0189952
threshold=0.10752500000000002 -0.042789999999999988 0.11444000000000001 1.0000000180025095e-35 0.099675000000000014 -0.014169999999999999 0.089125000000000024 0.054835000000000009 -0.010024999999999997 0.13538500000000001 0.080150000000000013 0.085605000000000014 -0.014169999999999999 1.0000000180025095e-35 -0.073404999999999984 -0.0068799999999999998 0.088210000000000025 0.088775000000000007 -0.087359999999999979 -1.0000000180025095e-35 0.035255000000000009 -0.023464999999999996 0.090705000000000022 0.11215000000000001
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 8 15 4 7 -6 -4 11 -2 -10 14 13 -13 16 23 -3 17 -1 -18 22 21 -14 -16 -7
right_child=1 2 6 -5 5 10 -8 -9 9 -11 -12 12 20 -15 19 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0015097932269830282 5.6427044108435946e-05 0.0013460021497480135 0.00075779611476464845 0.00091156640997651025 0.00075057913178597463 0.0014446516281400388 0.00026846121246033308 0.0017756549171731798 0.00066268030979267677 0.00021114543920439558 0.0015603909103097733 0.00091640183754190026 0.0015448221500013756 0.0017135436319776938 0.0013194563121582002 0.0010682879018360785 0.001541512024605863 0.0012856648707517658 0.0013441108864566747 0.0009893048865677117 0.0012657580969253868 0.0013933183724552695 0.0011354045082921449 0.0013382893933050516
leaf_weight=439 52 70 97 85 52 56 52 61 58 58 52 57 63 76 53 66 67 63 359 58 54 221 62 52
leaf_count=439 52 70 97 85 52 56 52 61 58 58 52 57 63 76 53 66 67 63 359 58 54 221 62 52
internal_value=0 0.000675543 0.00088526 0.0013681 0.00138912 0.00121709 0.000587258 0.00143446 0.000319563 0.000437217 0.00128983 0.00141955 0.00133149 0.00145417 0.00123964 0.00121149 0.00143289 0.00148174 0.00137524 0.00114322 0.00140139 0.00142705 0.00122053 0.00139377
internal_weight=0 453 285 1930 1845 385 149 1460 168 116 333 1399 395 1004 281 136 928 502 426 173 338 284 115 108
internal_count=2383 453 285 1930 1845 385 149 1460 168 116 333 1399 395 1004 281 136 928 502 426 173 338 284 115 108
is_linear=0
shrinkage=0.0032998


Tree=5017
num_leaves=18
num_cat=0
split_feature=4 2 123 3 4 4 0 2 43 13 12 157 12 12 12 150 4
split_gain=23.9964 9.61376 4.90297 2.49683 1.40482 1.26535 1.03962 1.02558 0.882325 0.714409 0.651496 0.644157 0.763245 0.382853 0.366304 0.410843 0.210023
threshold=0.36766000000000004 0.13775000000000001 1.0000000180025095e-35 0.10812000000000001 -0.082249999999999976 0.59999500000000017 -0.092319999999999985 0.095935000000000006 -0.081694999999999976 -0.052454999999999995 0.087495000000000003 -0.0048549999999999991 0.083725000000000008 0.095780000000000018 0.085495000000000015 0.084120000000000014 -0.080744999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 9 -1 14 -4 -2 -9 -8 -13 -12 15 -6 -16
right_child=5 -3 8 -5 7 -7 11 10 -10 -11 13 12 -14 -15 16 -17 -18
leaf_value=0.0019075981147661316 1.955113962605436e-05 0.00013778333623535756 0.00032767590374679857 0.00072706697557622501 0.0014632787675972075 -0.00031975349845251054 0.0017233094003314812 0.00080614092869713168 0.00090665650120961628 0.00043147157781140539 0.0013480299860797571 0.00099351511870743206 0.0014239857662962396 0.001081430871638206 0.0010642821895107623 0.0011727068347382426 0.0012863798889033206
leaf_weight=53 85 88 63 82 266 57 64 66 53 100 92 53 315 171 52 68 655
leaf_count=53 85 88 63 82 266 57 64 66 53 100 92 53 315 171 52 68 655
internal_value=0 0.00120625 0.00125203 0.00129151 0.00131644 0.000109847 0.00146951 0.00126223 0.000592514 0.000242401 0.00110097 0.00141568 0.00136208 0.00117482 0.00131316 0.00140423 0.00127009
internal_weight=0 2141 2053 1937 1855 242 485 1370 116 185 329 432 368 263 1041 334 707
internal_count=2383 2141 2053 1937 1855 242 485 1370 116 185 329 432 368 263 1041 334 707
is_linear=0
shrinkage=0.0032998


Tree=5018
num_leaves=18
num_cat=0
split_feature=4 2 12 3 11 3 2 2 0 3 12 0 4 3 13 12 52
split_gain=24.269 10.9628 4.36743 3.15904 2.62788 2.31314 1.51968 1.21327 1.02446 0.971875 0.793721 0.772823 0.541521 0.578639 0.532196 0.319861 0.300218
threshold=0.36766000000000004 0.13673000000000005 -0.029844999999999997 0.10812000000000001 1.0000000180025095e-35 0.13524500000000003 0.090425000000000019 -1.0000000180025095e-35 -0.11796999999999999 -0.10175499999999998 0.095165000000000013 -0.10803999999999998 -0.082249999999999976 -0.08632999999999999 -0.0074049999999999993 0.084405000000000022 -0.44579999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 11 12 -1 -9 -8 -6 -2 13 -4 -13 -14 -11
right_child=5 -3 3 -5 10 -7 9 8 -10 16 -12 14 15 -15 -16 -17 -18
leaf_value=0.0013798368307173681 0.0016331229454370462 0.0011405909511037963 0.0024304250756742377 0.0016951855446325681 0.003037874618294367 0.00053510915225463639 0.0017727149831547116 0.0016468897456907291 0.0022756108774184122 0.0024478386645270089 0.0025342141425039187 0.00098675718533459706 0.0025018259240957852 0.0027346822436985657 0.0014145192230660517 0.0023323044873549371 0.0022121038901217285
leaf_weight=53 60 92 214 77 78 52 53 53 62 72 63 72 159 104 58 631 430
leaf_count=53 60 92 214 77 78 52 53 53 62 72 63 72 159 104 58 631 430
internal_value=0 0.00225569 0.00230574 0.00235133 0.00237932 0.00115292 0.00234252 0.00179509 0.00198616 0.00220085 0.00281308 0.00132182 0.00241345 0.00253004 0.00117788 0.00236647 0.00224598
internal_weight=0 2141 2049 1881 1804 242 1663 168 115 555 141 190 1108 318 130 790 502
internal_count=2383 2141 2049 1881 1804 242 1663 168 115 555 141 190 1108 318 130 790 502
is_linear=0
shrinkage=0.0032998


Tree=5019
num_leaves=24
num_cat=0
split_feature=1 1 3 0 1 11 43 16 0 150 1 2 0 4 3 4 13 15 3 401 1212 3 0
split_gain=21.5605 4.51117 3.03876 2.76429 1.50376 1.30157 1.25537 0.990772 1.4349 0.89786 1.1397 1.06301 0.874588 0.426915 0.380895 0.316384 0.715778 0.297781 0.260821 0.258115 0.246371 0.215462 0.136125
threshold=0.11771500000000001 0.098370000000000027 -0.055839999999999994 -0.12608499999999997 0.14262000000000002 1.0000000180025095e-35 -0.048514999999999996 0.15737500000000001 -0.069389999999999993 0.084120000000000014 0.085425000000000015 0.094835000000000017 -0.030209999999999997 -0.082249999999999976 -0.08632999999999999 -0.0072499999999999995 -0.0046699999999999997 -0.086599999999999996 0.091170000000000015 0.087110000000000007 0.086680000000000021 -0.074979999999999977 -0.084044999999999995
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=1 5 -2 18 6 9 -4 8 -5 11 -11 13 17 14 20 19 -17 -13 -3 -15 -1 -19 -16
right_child=2 3 4 7 -6 -7 -8 -9 -10 10 -12 12 -14 15 22 16 -18 21 -20 -21 -22 -23 -24
leaf_value=0.0021203915848129668 0.0016523822399546193 0.0011437697426998693 0.00071536730859738361 0.0020439204174609784 0.00044703870905870799 0.0025079874956798268 0.0013424542595137793 0.0022018187148074371 0.0014041945532274069 0.0020880125046149564 0.0014904220620645258 0.0022116112650478158 0.0016176614859109001 0.0020576128500518435 0.0025551595490264345 0.0021368186413156399 0.0025732396019808165 0.0020974875080591901 0.0014556324459036221 0.0022706924045907211 0.002364413096335595 0.0018937453341279858 0.0023142693370825944
leaf_weight=154 73 57 64 87 64 91 77 88 69 89 58 89 63 456 57 184 54 107 64 76 69 136 57
leaf_count=154 73 57 64 87 64 91 77 88 69 89 58 89 63 456 57 184 54 107 64 76 69 136 57
internal_value=0 0.00205175 0.00107371 0.00171772 0.00086748 0.0021218 0.00105807 0.00192025 0.00176119 0.00210047 0.00185247 0.00212472 0.00197679 0.00217747 0.002277 0.00213387 0.00223599 0.00204483 0.00130901 0.00208812 0.00219605 0.0019836 0.00243502
internal_weight=0 2105 278 365 205 1740 141 244 156 1649 147 1502 395 1107 337 770 238 332 121 532 223 243 114
internal_count=2383 2105 278 365 205 1740 141 244 156 1649 147 1502 395 1107 337 770 238 332 121 532 223 243 114
is_linear=0
shrinkage=0.0032998


Tree=5020
num_leaves=17
num_cat=0
split_feature=1 132 3 15 159 16 2 1453 3 3 15 0 15 3 1 43
split_gain=0.398372 0.432753 0.431246 0.313666 0.312134 0.442915 0.311902 0.266127 0.216025 0.20967 0.43252 0.324913 0.197924 0.173019 0.116831 0.0819899
threshold=0.11869500000000001 0.087955000000000019 -0.12595999999999999 -1.0000000180025095e-35 0.10579500000000001 -0.15796999999999997 0.098365000000000022 -0.0067199999999999994 0.10812000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.13010499999999997 -0.073404999999999984 -0.090989999999999988 0.090785000000000018 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -5 -4 9 11 -11 -9 -7 -3 -13 -15
right_child=4 13 7 6 -6 12 -8 8 -10 10 -12 14 -14 15 -16 -17
leaf_value=0.0083313492167690663 0.013727822522552918 -0.0065466574496779572 0.018368345942903038 0.032339131868038974 -0.0088199653229022752 -0.0092262984531090077 0.015480292845170792 -0.0038135289586115209 0.0012297448954814111 0.0087224917078782393 0.027894184612726212 0.010088668074052051 0.0047449059755609686 0.00024354428171687178 0.0059040597552952939 0.0093629914073967788
leaf_weight=65 101 53 91 55 53 52 73 55 96 94 52 1099 64 53 231 60
leaf_count=65 101 53 91 55 53 52 73 55 96 94 52 1099 64 53 231 60
internal_value=0 0.00962632 0.0103424 0.0178956 0.00274504 0.00557796 0.0227384 0.00949285 0.00899533 0.00948109 0.0155631 0.00883866 -0.00150256 0.00137177 0.00936322 0.00510163
internal_weight=0 2077 1911 193 270 217 128 1718 1627 1531 146 1385 116 166 1330 113
internal_count=2347 2077 1911 193 270 217 128 1718 1627 1531 146 1385 116 166 1330 113
is_linear=0
shrinkage=0.16829


Tree=5021
num_leaves=30
num_cat=0
split_feature=1 2 4 4 16 11 2 43 0 1 43 0 0 0 43 4 16 0 16 2 2 16 43 43 133 130 16 51 1
split_gain=13.0939 2.67204 1.59139 1.43924 1.07883 0.779586 0.754747 0.697848 0.604353 0.55322 0.683492 0.545791 0.485821 0.268017 0.234742 0.244558 0.210867 0.203491 0.20317 0.196964 0.316733 0.190233 0.166563 0.130667 0.116793 0.0986758 0.0856743 0.243641 0.0742563
threshold=0.10752500000000002 0.14530500000000005 0.27161500000000005 0.45363500000000007 0.38845000000000002 1.0000000180025095e-35 0.093365000000000017 -0.063549999999999982 0.040035000000000008 0.087070000000000022 -0.081694999999999976 -0.094314999999999996 -0.071844999999999978 -0.11912999999999999 -0.073404999999999984 0.014585000000000002 -0.088869999999999991 -0.079854999999999995 -0.065564999999999984 0.084825000000000025 0.083760000000000015 -0.080954999999999985 -0.10227499999999999 -0.038674999999999994 -0.014614999999999998 0.087230000000000016 0.0031900000000000006 -0.020999999999999994 0.090670000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 7 6 9 -2 -7 19 -11 16 -5 -9 26 18 -8 28 -16 20 21 -1 -21 -19 -22 -24 -13 -28 -12
right_child=1 -3 -4 12 -6 8 11 13 -10 10 17 14 -14 -15 15 -17 -18 23 -20 22 24 -23 25 -25 -26 -27 27 -29 -30
leaf_value=0.0013865697038933421 0.00047025332170818923 5.4579905166883505e-05 0.00066714915592400864 0.00062318596408347836 0.0012274114430547917 0.0016777678607822358 0.0010334392679702505 0.00073799212675978781 0.0012179667561444496 0.00089309325301866252 0.0010742873697715722 0.0013577658363686973 0.00019639415684336365 0.0010591904996029523 0.0013018925850521806 0.00088809845953131603 0.0007405205105912192 0.0012191248900179602 0.001060929217957648 0.0014230314427350729 0.0013905488223913251 0.001104755068791017 0.0012618594193090627 0.0014583957223133356 0.0016105517650921112 0.0011167194337553912 0.0013561462205163206 0.0010347148193348762 0.0012263945568568521
leaf_weight=57 74 85 58 56 61 71 56 65 57 92 80 58 61 52 61 54 54 53 112 68 55 52 501 53 59 62 52 54 74
leaf_count=57 74 85 58 56 61 71 56 65 57 92 80 58 61 52 61 54 54 53 112 68 55 52 501 53 59 62 52 54 74
internal_value=0 0.000582483 0.00120664 0.000703991 0.000844539 0.00122367 0.00120493 0.000722076 0.00147329 0.00124986 0.00113895 0.0010967 0.000400972 0.000881048 0.00115478 0.00108488 0.000889963 0.00122581 0.0011461 0.00129554 0.00138157 0.00125245 0.00126508 0.00133909 0.00150472 0.00124594 0.00125131 0.00119273 0.00114761
internal_weight=0 454 1893 369 252 1835 1707 191 128 1206 352 501 117 117 391 227 110 260 173 854 223 109 631 106 114 563 164 106 154
internal_count=2347 454 1893 369 252 1835 1707 191 128 1206 352 501 117 117 391 227 110 260 173 854 223 109 631 106 114 563 164 106 154
is_linear=0
shrinkage=0.0032998


Tree=5022
num_leaves=23
num_cat=0
split_feature=3 3 43 3 15 10 43 12 15 11 150 12 15 11 12 12 43 48 51 3 42 12
split_gain=14.4569 4.95428 4.86346 3.19993 1.72129 1.24349 0.932819 0.919601 0.790425 1.073 0.936594 0.530437 0.418386 0.363368 0.351063 0.604049 0.217125 0.208555 0.188335 0.144146 0.0908511 0.0719879
threshold=-0.052614999999999995 0.30112000000000005 -0.033174999999999989 0.11745500000000002 -0.17677499999999999 -1.0000000180025095e-35 -0.08725999999999999 0.11461500000000001 -0.026169999999999995 1.0000000180025095e-35 0.081245000000000026 0.090465000000000004 -1.0000000180025095e-35 0.086080000000000018 0.083370000000000014 0.083970000000000017 -0.080249999999999988 0.037750000000000006 -0.011859999999999997 -0.085214999999999985 0.093985000000000013 0.087045000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 12 -1 -2 -7 8 10 14 11 19 17 -11 -10 -16 -13 -4 -17 -6 -18 -21
right_child=1 -3 3 -5 7 6 -8 -9 9 13 -12 16 -14 -15 15 18 20 -19 -20 21 -22 -23
leaf_value=0.0010132761742370291 0.00023754996604309547 0.00018261729991871456 0.0012209692991191131 0.00069207647318059022 0.0017023952317485012 0.0011369926090226033 0.00058775174659744767 0.0011270753326519817 0.0012472469586923976 0.002036372032710287 0.0010031860941416924 0.0011623626539017215 0.0016302924000696547 0.0016518174035673862 0.0018587349891944448 0.0013474605424719582 0.0013102121873005135 0.0014761325800491344 0.0015212738278023521 0.0015818258881705426 0.0014735972507900451 0.0014321291000129457
leaf_weight=92 67 97 78 82 59 52 97 78 53 59 61 64 89 52 57 79 80 68 741 77 83 82
leaf_count=92 67 97 78 82 59 52 97 78 53 59 61 64 89 52 57 79 80 68 741 77 83 82
internal_value=0 0.000869001 0.000993849 0.00125415 0.00145359 0.000611675 0.00077967 0.0014785 0.0014962 0.00154849 0.00138854 0.00144128 0.00145012 0.00185654 0.00151169 0.00152763 0.00132858 0.00134005 0.00150457 0.00155847 0.00139362 0.00150485
internal_weight=0 630 533 317 1717 216 149 1625 1547 1041 506 445 235 111 930 877 227 146 820 218 163 159
internal_count=2347 630 533 317 1717 216 149 1625 1547 1041 506 445 235 111 930 877 227 146 820 218 163 159
is_linear=0
shrinkage=0.0032998


Tree=5023
num_leaves=20
num_cat=0
split_feature=1 4 47 2 40 40 4 12 1375 49 4 13 13 4 3 3 2 13 403
split_gain=18.7361 2.28456 2.14609 1.27175 1.26681 1.01022 1.24881 0.636556 0.734723 0.673832 0.665678 0.462068 0.414405 0.841362 0.399813 0.308145 0.22412 0.172673 0.0953894
threshold=0.10752500000000002 0.27161500000000005 0.078345000000000012 1.0000000180025095e-35 -0.012109999999999998 -0.080314999999999984 -0.011694999999999999 0.092855000000000007 -0.084629999999999997 1.0000000180025095e-35 -0.50388999999999984 -0.11122999999999998 -0.17933499999999997 0.50569000000000008 -0.10077999999999999 -0.065974999999999992 0.113165 -0.07692499999999998 -0.23931999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 -2 -7 8 -6 15 -10 -12 -8 -14 -13 17 -11 -9 -19
right_child=2 -3 3 -5 7 6 12 9 10 16 11 14 13 -15 -16 -17 -18 18 -20
leaf_value=0.0012056638438424565 0.00023836035542521198 0.00090357190542862166 0.0014350442416421999 0.00078746561689595272 0.0012534235448422438 0.0011977178894812337 0.00085224582411835457 0.0017769926084482311 0.0020004827340976217 0.0011841105163248585 0.0019272588961572175 0.0013825893547586604 0.00079736008094383854 0.00030240855900636588 0.0016342987614736703 0.0013474580100554243 0.0014592635075147736 0.0014405033436559465 0.0016044027028401717
leaf_weight=99 53 58 76 59 54 52 63 57 57 83 56 76 70 81 976 61 56 54 206
leaf_count=99 53 58 76 59 54 52 63 57 57 83 56 76 70 81 976 61 56 54 206
internal_value=0 0.00154979 0.000803197 0.00115229 0.0015702 0.000655352 0.000738304 0.00159097 0.00163243 0.00149314 0.00164997 0.0016319 0.000626506 0.00053209 0.00161615 0.00156583 0.00129522 0.00160774 0.0015705
internal_weight=0 1893 454 135 1835 319 266 1736 1219 517 1165 1108 214 151 1052 378 139 317 260
internal_count=2347 1893 454 135 1835 319 266 1736 1219 517 1165 1108 214 151 1052 378 139 317 260
is_linear=0
shrinkage=0.0032998


Tree=5024
num_leaves=19
num_cat=0
split_feature=1 13 16 4 41 50 16 39 151 1 475 1 12 151 16 1 160 13
split_gain=14.0373 2.17123 1.92776 1.86703 1.25054 0.954988 1.56682 0.73907 0.69115 0.442054 0.411862 0.583283 0.845956 0.808576 0.576813 0.367272 0.256291 0.127737
threshold=0.10752500000000002 0.102565 0.12292000000000002 0.27161500000000005 0.07831500000000001 0.10965000000000001 -0.15796999999999997 0.087880000000000014 0.055020000000000006 0.11670500000000002 -0.10968499999999999 0.090485000000000024 0.093270000000000006 -0.00016499999999999997 0.055635000000000011 0.093000000000000013 -0.50660999999999989 -0.10899499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 8 6 7 17 10 -8 -1 12 16 -13 -14 -15 -12 -2
right_child=1 -3 -4 -5 -6 -7 9 -9 -10 -11 11 13 14 15 -16 -17 -18 -19
leaf_value=0.0016878732489382113 0.00088102013879945635 0.00010064211443428433 0.0013119636194474826 0.00079785432977496165 0.001834715112962734 0.0010856137302988767 0.00052126195067517505 0.00051764834979083464 0.0010299637625435178 0.00010616868613403264 0.0016886722148418251 0.0009401427223058971 0.0013631496115639834 0.0011165580990505227 0.0010695377060738343 0.0014302200176219311 0.0014507715265561932 0.0011169781839092329
leaf_weight=52 52 52 71 58 70 61 61 52 59 52 54 70 244 56 106 162 962 53
leaf_count=52 52 52 71 58 70 61 61 52 59 52 54 70 244 56 106 162 962 53
internal_value=0 0.000735904 0.000817989 0.00138216 0.00140061 0.000711924 0.000627368 0.000840771 0.00138338 0.000330557 0.00139558 0.00138637 0.00141502 0.00125036 0.00127433 0.00134981 0.00146345 0.00100046
internal_weight=0 454 402 1893 1835 331 270 157 1765 113 1706 1654 1366 288 350 218 1016 105
internal_count=2347 454 402 1893 1835 331 270 157 1765 113 1706 1654 1366 288 350 218 1016 105
is_linear=0
shrinkage=0.0032998


Tree=5025
num_leaves=20
num_cat=0
split_feature=2 151 15 51 15 12 4 15 4 16 130 12 4 0 0 12 12 43 15
split_gain=0.415862 0.401988 0.469909 0.503054 0.782719 0.442598 0.383763 0.426337 0.59457 0.382433 0.334588 0.261215 0.220733 0.198969 0.17688 0.196643 0.268147 0.235003 0.202984
threshold=0.13538500000000001 -0.15243999999999999 0.03981500000000001 0.0089800000000000019 -0.066974999999999993 0.081095000000000014 -0.47860499999999995 -0.008094999999999998 -0.019114999999999997 -0.24900499999999998 0.09721500000000001 0.084760000000000016 0.30163500000000004 -0.048199999999999993 -0.067329999999999987 0.084115000000000009 0.08598500000000002 -0.15924499999999997 0.085145000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 11 -4 -3 10 -9 -2 12 -5 -8 -11 15 -7 18 -18 -17
right_child=9 2 5 4 -6 14 7 8 -10 13 -12 -13 -14 -15 -16 16 17 -19 -20
leaf_value=0.02467696437110601 -0.0075107439591282034 0.021504481962465165 0.02928984829173371 0.00065415557924251703 -0.014171861162301264 0.0038519903381299039 0.013584241101939818 -0.012367692895009507 0.012055130176712845 0.0022973155434870053 -0.00026028510672343192 0.013730580706387812 0.0060839187001246985 0.015944425768988475 0.022202760358389747 0.013919617846972323 0.0016489402789787869 0.013174347328098229 0.028540655734601676
leaf_weight=66 61 88 53 78 61 66 611 55 58 64 66 98 137 58 60 55 56 507 54
leaf_count=66 61 88 53 78 61 66 611 55 58 64 66 98 137 58 60 55 56 507 54
internal_value=0 0.0117214 0.0113139 0.00923593 0.00224531 0.014369 0.0108665 0.00985465 0.000152016 0.00335328 0.0111994 0.00794555 0.0122129 0.00880001 0.0133758 0.0126557 0.0135177 0.0120311 0.0211796
internal_weight=0 2169 2103 1252 237 851 1015 927 113 183 814 176 748 122 798 738 672 563 109
internal_count=2352 2169 2103 1252 237 851 1015 927 113 183 814 176 748 122 798 738 672 563 109
is_linear=0
shrinkage=0.16829


Tree=5026
num_leaves=24
num_cat=0
split_feature=4 3 3 3 4 0 47 16 12 12 0 0 4 0 48 0 4 12 3 0 49 12 3
split_gain=10.6573 4.67548 2.29015 0.915116 0.799257 0.763016 0.745888 0.546962 0.500508 0.633756 0.44557 0.474066 0.345552 0.428815 0.322485 0.318764 0.279973 0.203148 0.243285 0.197918 0.206127 0.179915 0.0653871
threshold=0.30163500000000004 -0.065259999999999999 0.30112000000000005 0.16158000000000003 -0.37626499999999991 -0.14216999999999999 0.077555000000000013 -0.050529999999999999 0.082780000000000006 0.092495000000000008 -0.10803999999999998 -0.036119999999999992 -0.060264999999999992 -0.077584999999999987 0.085835000000000009 -0.073284999999999975 -0.079614999999999977 0.10388500000000002 -0.081444999999999976 -0.097604999999999983 0.09055500000000001 -1.0000000180025095e-35 -0.012769999999999998
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=1 5 4 10 -3 -1 7 21 -7 15 -2 -12 13 -11 22 19 -15 18 -14 -10 -21 -6 -9
right_child=3 2 -4 -5 6 8 -8 14 9 12 11 -13 17 16 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0016690307053597957 0.00079205944810083813 0.0013130356443003563 0.00028241624899656389 8.7072501884609903e-05 0.00086875864917732601 0.0010011583174167483 0.0012141141387327253 0.0009309832508604609 0.0011239066853025268 0.0015077612434806749 0.00028667475454683224 0.00069917283146483271 0.00085582979690189312 0.0010355576796948695 0.00055376655997254676 0.0015493977825083972 0.0013085810480753157 0.0012570774988813337 0.0011265900905577464 0.0013212056586325174 0.0015247526084531441 0.0011185803287066386 0.00076469347864074888
leaf_weight=57 70 78 53 52 52 69 89 59 53 69 72 53 52 71 62 76 103 75 130 756 61 87 53
leaf_count=57 70 78 53 52 52 69 89 59 53 69 72 53 52 71 62 76 103 75 130 756 61 87 53
internal_value=0 0.00120159 0.000934277 0.000476819 0.00100618 0.00129221 0.000946554 0.000870362 0.00127801 0.00129119 0.000580571 0.000461856 0.00119552 0.00128566 0.000746326 0.00134172 0.00119738 0.00111016 0.00104942 0.00132354 0.00133645 0.00102538 0.000852607
internal_weight=0 2105 533 247 480 1572 402 313 1515 1446 195 125 500 243 174 946 174 257 182 870 817 139 112
internal_count=2352 2105 533 247 480 1572 402 313 1515 1446 195 125 500 243 174 946 174 257 182 870 817 139 112
is_linear=0
shrinkage=0.0032998


Tree=5027
num_leaves=25
num_cat=0
split_feature=2 12 4 12 4 2 2 133 2 43 1212 43 12 43 2 43 2 49 1 130 133 43 1 43
split_gain=0.361194 0.300621 0.251692 0.243054 0.550676 0.449001 0.23501 0.226091 0.194245 0.179979 0.287401 0.220589 0.264814 0.216619 0.180486 0.169399 0.155015 0.129646 0.117488 0.0695808 0.14916 0.0685706 0.137964 0.0480331
threshold=0.10613000000000002 -0.096989999999999979 -0.21586499999999997 0.082780000000000006 -0.011514999999999999 0.083715000000000026 0.13733000000000004 0.085075000000000026 0.11225500000000001 0.0047850000000000011 -0.009474999999999999 -0.011584999999999998 0.084055000000000005 0.18822500000000003 0.086165000000000005 -0.049364999999999992 0.08647500000000001 -0.008624999999999999 0.10342000000000001 -0.0024349999999999992 -0.021469999999999996 -0.0083249999999999973 0.10882500000000002 0.40584000000000003
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 -2 -1 4 5 -4 8 16 18 10 -5 12 -12 14 -11 -8 -6 -14 -3 -13 -21 -10 -23 -15
right_child=1 6 3 9 7 -7 15 -9 21 13 11 19 17 23 -16 -17 -18 -19 -20 20 -22 22 -24 -25
leaf_value=0.019131783527117505 0.018102000584608025 0.0062156769261667941 -0.014457151019032706 0.01935352533256296 0.018677040477694751 0.0075426176811388222 0.0050569818138334081 0.0015553154971948936 0.0066327028973815812 0.028210925903509855 0.020804077542706443 0.0095504881780477582 0.0045829380753504741 0.0064975939884655857 0.015285786174848853 -0.0068689400745654159 0.0084448512313756371 0.011038390916120508 -0.0042779148103049454 0.0098282107716290024 -0.0014836525363566846 0.0066389655644413176 0.017566437366968723 0.013696038143516193
leaf_weight=105 54 70 53 100 96 52 65 53 102 52 73 63 103 52 77 70 76 654 53 53 87 62 71 56
leaf_count=105 54 70 53 100 96 52 65 53 102 52 73 63 103 52 77 70 76 654 53 53 87 62 71 56
internal_value=0 0.00616913 0.0111142 0.0106179 0.00650551 -0.00354492 0.00485843 0.0112037 0.00711545 0.0116072 0.0107201 0.00988261 0.0111005 0.0158406 0.0205098 -0.00111352 0.0141663 0.0101624 0.00167944 0.00489408 0.00278586 0.00995303 0.0124859 0.0102468
internal_weight=0 547 1805 1700 330 105 493 225 358 1370 1133 1033 830 237 129 135 172 757 123 203 140 235 133 108
internal_count=2352 547 1805 1700 330 105 493 225 358 1370 1133 1033 830 237 129 135 172 757 123 203 140 235 133 108
is_linear=0
shrinkage=0.16829


Tree=5028
num_leaves=29
num_cat=0
split_feature=1 52 47 14 1 2 2 16 12 16 13 15 52 52 13 16 16 12 15 16 13 42 16 1212 400 16 16 15
split_gain=22.3205 4.88201 2.71996 2.71475 1.62771 1.62051 1.45096 1.25676 0.994244 0.999427 0.916091 0.862709 0.5514 0.67481 0.445812 0.393832 0.36478 0.305384 0.592027 0.325364 0.288817 0.177939 0.172228 0.190197 0.157665 0.144074 0.0674826 0.0633572
threshold=0.104035 -0.41304999999999997 0.078345000000000012 0.054835000000000009 0.11869500000000001 1.0000000180025095e-35 0.097220000000000015 -0.28430999999999995 0.082780000000000006 -0.0036549999999999998 -0.33260499999999998 -0.089964999999999976 -0.11333999999999998 0.024560000000000002 -0.012279999999999998 -0.025314999999999994 -0.25959999999999994 0.092755000000000018 -0.025694999999999999 0.065440000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.079074999999999993 0.083355000000000026 -1.0000000180025095e-35 -0.08595499999999999 -0.068504999999999996 -0.0059299999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 7 -4 8 -3 9 11 -6 -1 20 25 -9 27 -12 19 -19 22 -8 -20 24 -24 -10 -14 -23 -15
right_child=1 2 5 -5 10 -7 12 14 17 -11 16 -13 13 15 -16 -17 -18 18 21 -21 -22 26 23 -25 -26 -27 -28 -29
leaf_value=0.0016618424826935387 0.0018932839701185187 0.0013914802566459853 0.0016685803069637645 0.0024102419841090122 0.00015653121288904608 0.00092114729674116157 0.0019198884914087256 0.00098582130880423913 0.0017578186982777145 0.0019065826820876767 0.00049334840418824245 0.0011107066677110535 0.0013885113189264181 0.0017916424390044994 0.000566861736555691 0.0013657848970114424 0.00084645474982799837 0.0014595405560538812 0.0019246061083974574 0.002060099796268821 0.0015958126769698273 0.0016290095207571304 0.0018098548376135862 0.0016003297442347155 0.0019129307068370405 0.0011371907542373977 0.0018095880161126563 0.001625875006909289
leaf_weight=63 58 52 63 67 55 64 56 54 100 61 66 62 53 60 58 54 63 71 91 76 70 53 329 59 332 52 52 58
leaf_count=63 58 52 63 67 55 64 56 54 100 61 66 62 53 60 58 54 63 71 91 76 70 53 329 59 332 52 52 58
internal_value=0 0.000988992 0.000878498 0.00175702 0.00072742 0.0012922 0.00173202 0.000966706 0.0017841 0.00155877 0.000513953 0.00138876 0.00155759 0.00147443 0.000769175 0.00160245 0.000666069 0.00182011 0.00172026 0.00184983 0.00174013 0.00181452 0.0018303 0.00177808 0.00187711 0.00126438 0.00171877 0.00171046
internal_weight=0 533 475 1819 348 127 1752 164 1349 186 184 125 403 277 112 172 129 1163 267 896 126 196 820 388 432 105 105 118
internal_count=2352 533 475 1819 348 127 1752 164 1349 186 184 125 403 277 112 172 129 1163 267 896 126 196 820 388 432 105 105 118
is_linear=0
shrinkage=0.0032998


Tree=5029
num_leaves=21
num_cat=0
split_feature=150 43 14 13 43 133 133 160 1 15 3 13 1213 133 43 43 159 159 15 43
split_gain=0.3262 0.449024 0.390996 0.223307 0.206331 0.628965 0.306346 0.275291 0.198557 0.336121 0.188927 0.187544 0.184855 0.168843 0.18113 0.177882 0.156502 0.278283 0.118896 0.0675428
threshold=0.11156000000000001 -0.073574999999999988 0.076175000000000007 -0.16392499999999996 -0.033174999999999989 -0.031109999999999999 0.089725000000000013 -0.0071899999999999993 0.10720500000000001 -0.077559999999999976 -0.066704999999999987 -0.08533499999999998 -0.0057349999999999996 -0.015324999999999997 -0.010739999999999998 0.26667500000000005 0.107895 0.08351500000000002 -0.086189999999999989 -0.0022599999999999994
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 -2 3 18 5 -5 16 -8 11 -10 -9 12 19 15 -15 -13 17 -7 -1 -6
right_child=1 -3 -4 4 8 6 7 10 9 -11 -12 13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.006831211414165211 0.010865325096171548 -0.010850891915056041 0.022277724792091304 -0.0093938919066995068 0.015297232636988152 0.010934935461009883 0.012895532905874165 0.0046072519907031607 0.0098195968369186142 0.028298465994930667 -0.0067705668509684871 0.014978531118868635 0.021237342707175873 -0.0021473462134225627 0.0085375457419203781 0.0054527573335424896 0.0033361275417423228 0.022708499642857288 -0.0034902456288814472 0.0071733285302903235
leaf_weight=80 56 52 70 54 55 536 95 200 61 52 52 213 86 52 319 76 63 64 52 64
leaf_count=80 56 52 70 54 55 536 95 200 61 52 52 213 86 52 319 76 63 64 52 64
internal_value=0 0.000392734 0.00987891 0.00947885 0.00991284 0.00828517 0.00923217 0.00517134 0.0116818 0.018339 0.00225232 0.01081 0.0152705 0.00942189 0.00703509 0.0124797 0.0113548 0.0121938 0.00275157 0.0109432
internal_weight=0 108 2244 2174 2042 1064 1010 347 978 113 252 865 205 660 371 289 663 600 132 119
internal_count=2352 108 2244 2174 2042 1064 1010 347 978 113 252 865 205 660 371 289 663 600 132 119
is_linear=0
shrinkage=0.16829


Tree=5030
num_leaves=12
num_cat=0
split_feature=1 1428 0 0 3 1 403 1 2 2 133
split_gain=0.637482 0.271366 0.349405 0.648921 0.276644 0.706916 0.250078 0.243531 0.220167 0.17415 0.18976
threshold=0.15022500000000003 0.081935000000000022 0.0037850000000000002 0.047740000000000012 0.11745500000000002 0.13148500000000005 -0.53379499999999991 0.13130500000000003 0.092120000000000021 -0.013254999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 9 -5 -8 -11
right_child=-2 -3 3 8 5 -7 7 -9 -10 10 -12
leaf_value=-0.0022503479837751219 -0.012013708372711698 0.01722716025592962 -0.01595573715884167 0.014276573214515576 -0.011237274109730718 0.014158905626501067 0.017830651444639203 -0.0029542260612647957 0.0008152001229079762 0.0066486821628940216 0.01026750534647169
leaf_weight=69 52 69 54 53 73 54 54 55 99 1033 687
leaf_count=69 52 69 54 53 73 54 54 55 99 1033 687
internal_value=0 0.00681706 0.0064943 -0.000100259 0.00716604 -0.000424752 0.0076749 0.00805032 0.00552079 0.00839251 0.00809515
internal_weight=0 2300 2231 206 2025 127 1898 1829 152 1774 1720
internal_count=2352 2300 2231 206 2025 127 1898 1829 152 1774 1720
is_linear=0
shrinkage=0.16829


Tree=5031
num_leaves=25
num_cat=0
split_feature=1 52 52 1 3 3 2 1 48 43 3 2 475 52 1 1447 2 2 1 3 43 16 3 15
split_gain=14.5521 5.02801 2.8535 1.68095 1.16956 0.891591 0.673931 0.661463 0.614104 0.561716 0.580747 0.478521 0.433986 0.399435 0.391469 0.336394 0.360135 0.426704 0.362241 0.243942 0.148709 0.131128 0.147636 0.121475
threshold=0.10061500000000002 -0.41304999999999997 0.19121000000000002 0.14787500000000001 -0.041784999999999996 -0.073629999999999987 -1.0000000180025095e-35 0.11846000000000002 0.093265000000000015 -0.070049999999999987 0.092330000000000009 0.093200000000000019 -0.085684999999999997 -0.018574999999999998 0.085425000000000015 -0.085024999999999989 0.074875000000000011 0.11342000000000001 0.076010000000000008 -0.088714999999999988 -0.0062049999999999996 -0.083479999999999985 -0.082744999999999985 -0.029334999999999996
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=5 -2 3 4 7 12 -6 -3 13 -7 11 14 -1 -8 -11 -14 19 18 20 -17 -18 -21 -23 -13
right_child=1 2 -4 -5 6 9 8 -9 -10 10 -12 23 15 -15 -16 16 17 -19 -20 21 -22 22 -24 -25
leaf_value=0.0017892357990554389 0.0016888079507849884 0.0012686681553523104 0.0015273596620128925 0.00020018269970248107 0.00039153897824331191 0.0011542943930836235 0.00067379649688190254 0.00077748885956341665 0.00050481271933730662 0.0018997256517430268 0.0011950547505410589 0.0014892469779926411 0.0013226621048704665 0.0010370387882381459 0.0014911357651926106 0.0012379176614374832 0.0016118386014160424 0.0013034210304443039 0.0018619663746890717 0.0016382604152690584 0.0015076900436755037 0.0015804494359893354 0.0013576220567027356 0.0012931617822562415
leaf_weight=82 79 70 52 61 71 95 56 53 67 52 79 81 76 83 53 53 588 57 56 54 219 55 92 68
leaf_count=82 79 70 52 61 71 95 56 53 67 52 79 81 76 83 53 53 588 57 56 54 219 55 92 68
internal_value=0 0.000913469 0.000794001 0.000711203 0.000789046 0.00151172 0.000669799 0.00105731 0.000765533 0.00137996 0.00144423 0.0015216 0.00155403 0.00089095 0.00169382 0.00153857 0.00155252 0.00158328 0.00160172 0.00144097 0.00158362 0.00149434 0.00144123 0.00139999
internal_weight=0 592 513 461 400 1760 277 123 206 428 333 254 1332 139 105 1250 1174 920 863 254 807 201 147 149
internal_count=2352 592 513 461 400 1760 277 123 206 428 333 254 1332 139 105 1250 1174 920 863 254 807 201 147 149
is_linear=0
shrinkage=0.0032998


Tree=5032
num_leaves=15
num_cat=0
split_feature=10 0 448 49 1213 3 51 48 1 1212 3 51 0 12
split_gain=0.506717 0.692947 0.326496 0.27376 0.300115 0.598141 0.222076 0.226231 0.185164 0.174386 0.172819 0.236046 0.156893 0.251277
threshold=-0.0091199999999999979 -0.069389999999999993 -0.05294999999999999 0.14255500000000002 0.0049450000000000006 -0.085969999999999977 1.0000000180025095e-35 -0.032929999999999994 0.10024500000000001 0.040035000000000008 -0.063814999999999997 0.089795000000000014 -0.15202999999999997 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 7 -4 10 -7 11 -8 -9 -14
right_child=2 -3 3 -5 5 9 8 12 -10 -11 -12 -13 13 -15
leaf_value=0.0081917391723125722 0.017530687861280699 -0.018892655020201845 -0.0040080659166581304 -0.0035420344252587092 -0.013034901364065108 0.010657184211542835 0.021258359240943443 0.014143370268454736 0.017481178465906275 -0.0010918882818701614 0.001856861984641468 0.0076913242691827137 0.0023654866744492486 0.0078361056106951554
leaf_weight=55 79 52 54 74 62 101 52 84 101 55 71 123 306 1083
leaf_count=55 79 52 54 74 62 101 52 84 101 55 71 123 306 1083
internal_value=0 -0.00495398 0.00689043 0.00650152 0.00685765 0.00093837 0.00754527 0.00666912 0.0113957 0.00650337 0.00888983 0.0117329 0.00706176 0.00663221
internal_weight=0 107 2245 2166 2092 218 1874 1527 347 156 246 175 1473 1389
internal_count=2352 107 2245 2166 2092 218 1874 1527 347 156 246 175 1473 1389
is_linear=0
shrinkage=0.16829


Tree=5033
num_leaves=15
num_cat=0
split_feature=2 15 156 3 13 3 16 2 43 15 157 52 52 12
split_gain=0.331082 0.259822 0.20604 0.394188 0.399325 0.230684 0.258273 0.340851 0.234985 0.21009 0.246723 0.172355 0.143821 0.076086
threshold=0.17576500000000003 -0.50083499999999992 0.085790000000000019 0.11745500000000002 -0.33260499999999998 0.06269000000000001 -0.44010499999999991 -0.007134999999999999 -0.46848499999999998 -0.088709999999999983 -0.080544999999999992 -0.083939999999999987 -0.090619999999999992 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 13 -8 -9 -4 11 -11 -12 -3
right_child=-2 2 9 4 -6 -7 7 8 -10 10 12 -13 -14 -15
leaf_value=-0.0056210794011453645 -0.0079823479616166707 0.0089487314128942775 0.018653645726725485 0.0053053018140686772 -0.014521376875111708 0.013771193843698846 -0.0060870645815092597 -0.0047541400760126489 0.0058078331797960002 0.020180016163929521 -0.0026541847535614957 0.0076163221130000304 0.0086655989209436166 0.018027075866852239
leaf_weight=57 52 55 62 59 56 98 77 62 1466 54 70 74 58 52
leaf_count=57 52 55 62 59 56 98 77 62 1466 54 70 74 58 52
internal_value=0 0.00558324 0.00586877 0.00521122 -0.00433381 0.00581867 0.00536239 0.00482693 0.0053781 0.00984358 0.00770288 0.0129307 0.00246106 0.0133774
internal_weight=0 2300 2243 1925 115 1810 1712 1605 1528 318 256 128 128 107
internal_count=2352 2300 2243 1925 115 1810 1712 1605 1528 318 256 128 128 107
is_linear=0
shrinkage=0.16829


Tree=5034
num_leaves=15
num_cat=0
split_feature=4 52 52 0 0 11 160 131 48 3 0 484 43 4
split_gain=0.352426 0.202539 0.311045 0.264922 0.508657 0.348783 0.318791 0.213554 0.202542 0.264837 0.186044 0.139573 0.069467 0.0429609
threshold=0.51326500000000019 -0.45478499999999994 -0.25180499999999995 0.0037850000000000002 0.11026000000000001 0.077415000000000012 -0.085764999999999994 0.088845000000000021 0.10168500000000001 -0.0076849999999999991 -0.15385999999999997 1.0000000180025095e-35 -0.081324999999999995 -0.051459999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 5 -5 6 7 11 10 -10 -8 -4 -1 -14
right_child=-2 2 3 4 -6 -7 8 -9 9 -11 -12 -13 13 -15
leaf_value=0.014213798113565835 -0.005865698718770144 -0.006328751592196263 0.014464666313852249 -0.0096757439764222058 0.0092632643205455174 0.016862747248790437 0.012348418209076402 -0.00034949457631938295 0.0046897901025553922 -0.011975663890517187 0.0037513885277717582 0.0071009495308026055 0.010374195797272613 0.004371979138039348
leaf_weight=69 91 75 162 96 69 71 76 54 56 52 1207 135 75 64
leaf_count=69 91 75 162 96 69 71 76 54 56 52 1207 135 75 64
internal_value=0 0.00480753 0.00429899 0.00470287 -0.00174491 0.00529067 0.00481798 0.00935337 0.00367225 -0.00331768 0.00426204 0.0111236 0.00981835 0.00762351
internal_weight=0 2261 2053 1978 165 1813 1742 351 1391 108 1283 297 208 139
internal_count=2352 2261 2053 1978 165 1813 1742 351 1391 108 1283 297 208 139
is_linear=0
shrinkage=0.16829


Tree=5035
num_leaves=21
num_cat=0
split_feature=4 2 124 2 2 49 2 14 133 4 42 457 11 16 16 42 16 16 2 16
split_gain=21.7835 8.46748 3.58469 2.15632 1.92832 1.53091 1.33773 0.751514 0.686734 0.675515 0.483168 0.729984 0.4366 0.386136 0.738081 0.311451 0.215556 0.210038 0.149863 0.081933
threshold=0.36766000000000004 0.13106000000000004 -0.043384999999999993 0.099145000000000025 0.14530500000000005 -0.036809999999999996 0.10054500000000001 0.076175000000000007 0.084675000000000014 0.0053900000000000016 -1.0000000180025095e-35 0.069910000000000014 0.081790000000000015 -0.025314999999999994 0.4099850000000001 -0.0096099999999999988 -0.083479999999999985 -0.50393499999999991 0.089540000000000022 -0.086774999999999977
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 2 8 7 6 -5 -2 9 -1 10 16 -12 13 19 -15 -11 -4 -8 -17 -7
right_child=4 -3 3 5 -6 12 17 -9 -10 15 11 -13 -14 14 -16 18 -18 -19 -20 -21
leaf_value=0.0011519088493405244 0.00019340167016023603 0.00045997403276229671 0.0017721558759517823 0.00076282542296371957 -0.00017217507956418789 0.0013539578236140082 0.00062269377306890664 0.0019205154391981195 0.00065531281422601855 0.0011417401280283009 0.0015530690596797336 0.0011471117835371361 0.0016354237673570791 0.00096178379394482039 0.0014335166597699801 0.0015409788468995454 0.0016082384866274342 0.00089900510143933699 0.0013235542758934229 0.0015402927138989371
leaf_weight=66 75 95 147 54 52 54 65 61 57 52 816 52 55 74 72 81 244 58 67 61
leaf_count=66 75 95 147 54 52 54 65 61 57 52 816 52 55 74 72 81 244 58 67 61
internal_value=0 0.00142321 0.00146865 0.0015042 0.000392819 0.00127777 0.000541379 0.0015593 0.000922065 0.00154417 0.00157266 0.00152879 0.00136565 0.00130867 0.00119466 0.00136469 0.00166995 0.000753273 0.00144279 0.0014531
internal_weight=0 2108 2013 1890 250 370 198 1520 123 1459 1259 868 316 261 146 200 391 123 148 115
internal_count=2358 2108 2013 1890 250 370 198 1520 123 1459 1259 868 316 261 146 200 391 123 148 115
is_linear=0
shrinkage=0.0032998


Tree=5036
num_leaves=15
num_cat=0
split_feature=10 1212 403 159 160 160 160 155 10 159 14 4 1213 52
split_gain=0.534117 0.28856 0.294091 0.275916 0.265132 0.251516 0.207164 0.190514 0.221849 0.174167 0.166716 0.142192 0.0906135 0.0844214
threshold=-0.092019999999999977 0.085450000000000012 -0.10258999999999999 0.12252500000000001 -0.14025999999999997 -0.40080999999999994 0.11405000000000001 0.080580000000000013 1.0000000180025095e-35 -0.094099999999999989 0.018475000000000002 -0.082734999999999989 -0.056829999999999992 -0.54663499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 9 7 8 10 -2 -6 -4 -13 -9
right_child=1 2 11 -5 6 -7 -8 13 -10 -11 -12 12 -14 -15
leaf_value=-0.0097414419118972227 0.0087911365064578424 0.022429850700085387 0.015010154851608589 0.015817719758644461 0.0060848567491142503 -0.0079043051986094348 -0.0030275322129301859 0.0073048444962471688 -0.0052345193565287848 -0.0023520502247309839 -0.0035991212859470558 0.0012973429541368192 0.010345413950908341 0.014947708337069045
leaf_weight=64 84 53 60 67 1393 83 76 79 54 75 52 76 54 88
leaf_count=64 84 53 60 67 1393 83 76 79 54 75 52 76 54 88
internal_value=0 0.00583548 0.0113252 0.00518418 0.00482418 -0.000388453 0.00554936 0.0059417 0.00533876 0.00352362 0.00573512 0.00821817 0.00506959 0.011343
internal_weight=0 2294 243 2051 1984 242 1742 1666 1499 159 1445 190 130 167
internal_count=2358 2294 243 2051 1984 242 1742 1666 1499 159 1445 190 130 167
is_linear=0
shrinkage=0.16829


Tree=5037
num_leaves=19
num_cat=0
split_feature=49 150 9 2 49 160 0 51 3 42 49 0 150 51 15 1 1 49
split_gain=0.54605 0.32728 0.361408 0.214934 0.255195 0.446557 0.375672 0.286661 0.523759 0.211713 0.204748 0.447692 0.260692 0.198312 0.242544 0.431597 0.250178 0.125704
threshold=-0.15498999999999999 0.089155000000000012 -1.0000000180025095e-35 0.094720000000000013 0.0047850000000000011 -0.082179999999999989 -0.050864999999999994 0.081440000000000026 -0.044759999999999994 0.083120000000000013 -0.05529499999999999 -0.085719999999999977 0.10389500000000002 -0.22288499999999997 -0.42075999999999997 0.12419000000000001 0.10548500000000001 0.088595000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 -4 -9 12 -12 -3 -5 -15 16 -16 -7
right_child=1 10 3 13 5 17 -8 9 -10 -11 11 -13 -14 14 15 -17 -18 -19
leaf_value=-0.01190876486946172 -0.0079030944444580913 -0.0043698457011241134 0.0071044408158757715 0.010562878612155621 -0.009966482787926733 0.013563746909064043 0.019275712318453129 -0.007492583337706033 0.021610871989289213 0.0064741452420486066 -0.017163006346006485 0.0045965968534282071 0.012228781357596972 0.011369792309470102 0.0010622175397246587 -0.012482188512183886 0.011628605328393387 0.0031125043463337112
leaf_weight=56 55 54 854 97 64 52 80 60 77 63 55 52 53 74 388 59 76 89
leaf_count=56 55 54 854 97 64 52 80 60 77 63 55 52 53 74 388 59 76 89
internal_value=0 0.0049014 0.00554397 0.00590865 0.00715569 0.00168036 0.00814391 0.00729729 0.00830615 -0.000324287 -0.00135978 -0.00657146 0.00383511 0.00350003 0.00234946 0.00106972 0.00279679 0.00697961
internal_weight=0 2302 2088 2033 1339 205 1134 1054 931 123 214 107 107 694 597 523 464 141
internal_count=2358 2302 2088 2033 1339 205 1134 1054 931 123 214 107 107 694 597 523 464 141
is_linear=0
shrinkage=0.16829


Tree=5038
num_leaves=11
num_cat=0
split_feature=2 148 10 13 43 11 2 159 1443 43
split_gain=0.379078 0.320829 0.285086 0.248546 0.429538 0.179377 0.241892 0.168614 0.158652 0.169134
threshold=0.17576500000000003 -0.079549999999999996 -0.0087699999999999983 -0.10899499999999999 0.10597500000000001 0.08976000000000002 -1.0000000180025095e-35 0.082200000000000009 0.083720000000000003 -0.11741999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -5 -4 9 -8
right_child=-2 2 3 5 -6 -7 8 -9 -10 -11
leaf_value=-0.0061953212575350594 -0.010317759301247481 0.01621156188492813 -0.011880061285123422 -0.0055762678031653322 0.010736035863921366 0.014186453301380259 0.010114031862245262 0.00042772532408605715 -0.0040243925353290414 0.0045256250543366074
leaf_weight=83 53 57 79 66 55 55 170 52 56 1632
leaf_count=83 53 57 79 66 55 55 170 52 56 1632
internal_value=0 0.0040685 0.00445271 0.00414229 -0.0017323 0.00469533 0.00442308 -0.00698081 0.00477925 0.00505383
internal_weight=0 2305 2222 2165 186 1979 1924 131 1858 1802
internal_count=2358 2305 2222 2165 186 1979 1924 131 1858 1802
is_linear=0
shrinkage=0.16829


Tree=5039
num_leaves=12
num_cat=0
split_feature=49 10 34 2 157 4 12 157 1429 14 42
split_gain=0.362978 0.319512 0.153977 0.186455 0.133753 0.387381 0.338123 0.162187 0.239422 0.144006 0.138655
threshold=-0.15498999999999999 -0.092019999999999977 -0.078549999999999995 -1.0000000180025095e-35 -0.077384999999999995 -0.036279999999999993 0.083795000000000022 -0.05495499999999999 -0.026244999999999997 0.076175000000000007 0.085315000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 -6 -9 -10 -8
right_child=1 2 3 4 7 6 10 8 9 -11 -12
leaf_value=-0.010264747440036031 -0.0091063870032497846 0.012561606182082076 -0.0051310290857408316 0.011765141968149085 0.012518853517836291 -0.015042349371440068 0.0049276805509826408 -0.0068082577080375573 0.0046291572050498496 -0.0043452574107838591 -0.0055892762344980284
leaf_weight=56 56 55 68 63 66 52 89 56 1686 52 59
leaf_count=56 56 55 68 63 66 52 89 56 1686 52 59
internal_value=0 0.00344049 0.00375413 0.00353221 0.00381055 0.000250956 -0.00336703 0.0043129 0.00401001 0.00435961 0.000722971
internal_weight=0 2302 2246 2191 2123 263 200 1860 1794 1738 148
internal_count=2358 2302 2246 2191 2123 263 200 1860 1794 1738 148
is_linear=0
shrinkage=0.16829


Tree=5040
num_leaves=25
num_cat=0
split_feature=4 2 34 2 48 11 2 48 4 2 2 2 16 16 42 402 160 42 2 16 160 42 2 4
split_gain=15.6951 5.97344 4.18347 2.76939 1.17044 0.727512 0.670103 0.641922 0.632961 0.585709 0.493171 0.801399 0.479635 0.486265 0.612251 0.396587 0.311172 0.297854 0.227292 0.224351 0.206441 0.201927 0.169203 0.0587107
threshold=0.30163500000000004 0.10124000000000001 -0.05547499999999999 0.14271500000000001 0.014805 1.0000000180025095e-35 0.14019000000000004 0.10396500000000002 -0.074219999999999994 0.064660000000000009 0.064660000000000009 0.08647500000000001 -0.074874999999999983 0.51026500000000008 0.080060000000000006 0.0064150000000000014 -0.00015999999999999996 0.085790000000000019 0.084825000000000025 0.014185000000000001 -0.063044999999999976 -0.047714999999999987 0.11756000000000001 -0.0063999999999999986
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 2 -1 4 12 8 9 -6 15 -2 19 23 -3 14 -14 16 -4 -17 -18 20 -10 -13 -11 -12
right_child=6 3 5 -5 7 -7 -8 -9 10 22 11 21 13 -15 -16 17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00067343189678546527 0.00047361945197198202 0.0016440852398789312 0.0018434449362189115 0.00056873755352693082 0.0008013607621238807 0.0019198354876637362 0.00029687922303674039 0.0012632566310121077 0.0016319171543003343 0.00099169269110839747 0.0017719186564911511 0.001662168144496565 0.0010160550595886412 0.0015135675787184 0.0014703130052919277 0.0017067572461597527 0.0016833642876270664 0.0020234585567135317 0.0015306055828038559 0.0012844786303643687 0.001404944274217922 0.0014978851155665863 0.00073460782734444141 0.0019387906582072571
leaf_weight=53 73 65 70 71 71 83 57 62 73 53 59 112 83 87 54 82 210 57 235 87 122 361 63 52
leaf_count=53 73 65 70 71 71 83 57 62 73 53 59 112 83 87 54 82 210 57 235 87 122 361 63 52
internal_value=0 0.00149171 0.0015867 0.00117259 0.0012741 0.00161687 0.000611553 0.00101695 0.0016003 0.000706268 0.00154129 0.00159652 0.00139232 0.00131911 0.00119536 0.0016784 0.00163555 0.00183688 0.00160277 0.00142678 0.00149009 0.00153686 0.000852373 0.00185041
internal_weight=0 2149 1656 493 422 1603 246 133 1520 189 866 584 289 224 137 654 515 139 445 282 195 473 116 111
internal_count=2395 2149 1656 493 422 1603 246 133 1520 189 866 584 289 224 137 654 515 139 445 282 195 473 116 111
is_linear=0
shrinkage=0.0032998


Tree=5041
num_leaves=20
num_cat=0
split_feature=2 2 2 43 2 14 49 0 13 0 16 15 16 0 52 16 2 16 42
split_gain=10.4453 8.65008 2.61493 2.05578 1.78143 1.25892 0.960364 0.918586 0.503324 0.810821 0.506959 0.496515 0.478036 0.467244 0.454998 0.35302 0.344094 0.125718 0.106059
threshold=0.11197500000000002 -1.0000000180025095e-35 0.14234000000000005 -0.049914999999999994 0.10060500000000001 0.062655000000000016 -0.014169999999999999 -0.11327499999999999 -0.11122999999999998 -0.10490499999999998 0.25032500000000008 -0.10114499999999998 -0.095229999999999995 -0.072174999999999975 0.024560000000000002 0.25761500000000009 0.16730000000000003 0.41484500000000007 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 5 8 -6 -2 -3 12 13 -9 -10 -11 15 -8 -4 -13 -12
right_child=2 4 16 -5 6 -7 14 11 9 10 18 17 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00020788281896863846 0.00060063665876298154 0.0016670244171652384 0.00045106910574656782 0.00097171665195453524 0.00070932533317117372 0.0018218866009742285 0.0008704168092633608 0.00071770698760119107 0.0012589929955350032 0.0013661038746198419 0.0012727436838933228 0.001016890233553569 0.00084426220596547127 0.0015886279075022201 0.0013893622248893913 0.001235087736739527 0.00010547946942902462 0.0012215623216527453 0.0010686919165922824
leaf_weight=92 95 55 74 66 60 66 57 52 75 1077 54 90 52 116 76 61 55 56 66
leaf_count=92 95 55 74 66 60 66 57 52 75 1077 54 90 52 116 76 61 55 56 66
internal_value=0 0.00126808 0.00069589 0.000527176 0.00133255 0.00137434 0.00107563 0.000868309 0.00135456 0.0013426 0.00136705 0.00099656 0.00108946 0.00138777 0.00118874 0.00105923 0.000303998 0.00109564 0.00116081
internal_weight=0 1973 422 158 1815 1561 254 293 1495 1440 1313 198 127 1193 194 118 129 146 120
internal_count=2395 1973 422 158 1815 1561 254 293 1495 1440 1313 198 127 1193 194 118 129 146 120
is_linear=0
shrinkage=0.0032998


Tree=5042
num_leaves=32
num_cat=0
split_feature=1 3 12 4 2 4 4 3 2 133 12 4 43 42 3 12 1 3 12 1210 4 401 42 4 403 2 3 4 42 42 2
split_gain=18.7299 3.4004 2.50787 2.08941 1.60964 1.40251 1.35797 1.28622 1.22228 0.978601 0.795813 0.766124 0.410621 0.396383 0.376645 0.244823 0.241166 0.22751 0.219351 0.207498 0.187436 0.170767 0.272822 0.159424 0.151312 0.142554 0.119274 0.129286 0.10535 0.0847995 0.060139
threshold=0.10141500000000002 0.31534000000000006 -0.065214999999999981 0.41181500000000004 0.10124000000000001 -0.070894999999999986 -0.074219999999999994 0.081640000000000004 0.10731 -0.014614999999999998 0.085635000000000003 -0.029369999999999997 -0.00059999999999999995 0.090040000000000023 -0.085754999999999984 -0.08947999999999999 0.089910000000000004 -0.075604999999999992 0.096535000000000024 -0.065674999999999983 -0.082869999999999985 0.087110000000000007 0.084535000000000013 -0.0083249999999999973 -0.083284999999999984 0.086285000000000014 -0.078209999999999988 -0.049024999999999992 0.085970000000000005 -0.020484999999999996 0.11543000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 15 8 6 -6 9 13 12 21 14 -10 -4 16 -11 -2 17 23 28 -12 25 22 29 -8 -22 -21 -15 -28 -7 -1 -20
right_child=1 -3 3 -5 5 18 7 -9 11 10 19 -13 -14 26 -16 -17 -18 -19 30 20 24 -23 -24 -25 -26 -27 27 -29 -30 -31 -32
leaf_value=0.0013882794956738204 0.00064115133846357852 7.1601989627188825e-05 0.0011782727397833864 0.00056865917344820827 0.00071548401308888421 0.0015165706200961832 0.0013868886328116811 0.00089556152124861948 0.0011895485732375329 0.0021198104928122699 0.0017735951262402908 0.00065375905404483898 0.0015287186487008353 0.0011387036689021717 0.0017441788381498107 0.00036676810056552049 0.0012874022029490946 0.0016559358311343004 0.0011464225921065719 0.0017427954350914797 0.0015655846542925215 0.0015605884300055198 0.0011856403392192668 0.0015208402219032799 0.0013177957669462238 0.001524354256460824 0.0012151430118734464 0.0014402103106313214 0.0013117749624407845 0.0015654359728427853 0.0012934917609495721
leaf_weight=88 61 71 82 95 52 61 201 56 52 52 56 67 68 52 71 87 80 76 69 67 58 77 61 209 56 73 56 63 58 52 68
leaf_count=88 61 71 82 95 52 61 201 56 52 52 56 67 68 52 71 87 80 76 69 67 58 77 61 209 56 73 56 63 58 52 68
internal_value=0 0.000748888 0.00084274 0.000990091 0.00142901 0.00121104 0.00147363 0.00137939 0.00113879 0.00157869 0.00167724 0.000888182 0.00133738 0.0014161 0.00190327 0.000480097 0.0014586 0.00148671 0.00131156 0.00158744 0.00154627 0.00142506 0.00137296 0.00145526 0.00144417 0.00162915 0.00127523 0.00133459 0.00141705 0.00145433 0.00121968
internal_weight=0 583 512 364 1812 308 1504 793 269 711 433 119 150 737 123 148 566 486 256 310 254 278 201 410 114 140 171 119 119 140 137
internal_count=2395 583 512 364 1812 308 1504 793 269 711 433 119 150 737 123 148 566 486 256 310 254 278 201 410 114 140 171 119 119 140 137
is_linear=0
shrinkage=0.0032998


Tree=5043
num_leaves=22
num_cat=0
split_feature=2 12 2 3 2 14 4 2 3 16 12 4 2 51 16 16 1208 12 49 16 16
split_gain=14.234 7.77508 3.23711 3.53008 2.37346 0.990108 0.854716 0.783715 0.570599 0.560099 0.55804 0.402623 0.367233 0.344027 0.334742 0.306216 0.303847 0.372828 0.282332 0.225 0.106701
threshold=0.13574000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.11191000000000002 0.092235000000000025 0.076175000000000007 0.053255000000000004 0.14823500000000003 1.0000000180025095e-35 -0.10803999999999998 -0.082514999999999991 0.26450500000000005 0.10161500000000002 -0.0032349999999999996 -0.040964999999999994 -0.019164999999999998 1.0000000180025095e-35 0.084405000000000022 0.085870000000000016 -0.082739999999999994 -0.011859999999999997
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 2 10 4 15 6 12 -2 19 11 -1 -8 16 -14 -15 -4 17 20 -19 -6 -3
right_child=7 5 3 -5 8 -7 9 -9 -10 -11 -12 -13 13 14 -16 -17 -18 18 -20 -21 -22
leaf_value=0.00035353584139801608 0.00065772271220449169 0.0017633451830494432 0.001556949631810449 0.00060208823576401766 0.0011604775347846608 0.001947295999467026 0.001567228857046097 0.00020633359795751765 0.0013718415629451958 0.0011027387277915519 0.00081363944011966002 0.0012136198866719761 0.0015540854720620769 0.001441297195863565 0.0010675511392570722 0.001911737298507802 0.0017912019838306572 0.0014868581496023422 0.0016515427612315721 0.00087142450277302816 0.0015806391802119435
leaf_weight=65 76 88 53 88 53 54 94 94 70 91 52 58 76 55 52 57 53 893 135 70 68
leaf_count=65 76 88 53 88 53 54 94 94 70 91 52 58 76 55 52 57 53 893 135 70 68
internal_value=0 0.00139927 0.00104043 0.00118461 0.00135367 0.00150542 0.00149105 0.000408338 0.00113267 0.00130917 0.000558327 0.00143253 0.00152215 0.00138232 0.00125999 0.00174111 0.00154281 0.00153166 0.00150852 0.000996262 0.00168393
internal_weight=0 2225 508 391 303 1717 1663 170 193 243 117 152 1420 183 107 110 1237 1184 1028 123 156
internal_count=2395 2225 508 391 303 1717 1663 170 193 243 117 152 1420 183 107 110 1237 1184 1028 123 156
is_linear=0
shrinkage=0.0032998


Tree=5044
num_leaves=27
num_cat=0
split_feature=10 4 2 0 132 0 43 133 15 4 12 0 4 4 12 15 43 0 12 12 43 48 15 4 12 133
split_gain=0.637668 0.518009 0.410124 0.302893 0.29577 0.22726 0.236717 0.201586 0.25964 0.213632 0.287803 0.288993 0.24865 0.329911 0.317215 0.281381 0.22996 0.436647 0.187643 0.181493 0.17903 0.150584 0.13178 0.0866782 0.0474308 0.0377506
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.10124000000000001 0.033830000000000006 1.0000000180025095e-35 -0.094514999999999988 -0.078564999999999982 -0.10066499999999999 0.084785000000000013 -0.074219999999999994 0.085280000000000009 -0.084824999999999984 -0.016339999999999997 -0.030434999999999993 0.091085000000000013 -0.0092549999999999976 -0.13868499999999997 -0.071844999999999978 0.08708500000000001 0.096535000000000024 -0.082219999999999988 0.082225000000000006 -0.072469999999999993 0.020345000000000005 0.093535000000000021 -0.23133499999999999
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 -1 4 5 7 6 -4 8 25 10 11 -9 13 14 -11 20 -12 -18 -6 22 -14 -8 -7 -21 -20 -2
right_child=2 -3 3 -5 18 19 21 9 -10 12 16 -13 15 -15 -16 -17 17 -19 24 23 -22 -23 -24 -25 -26 -27
leaf_value=0.0055897691736441048 0.011855857291610922 -0.016064398458764263 -0.0077547999080198283 -0.004952260876557436 0.022661887215180511 0.0077249058302542731 0.0084081619722212765 0.026575224368880022 -0.0032657282057488809 0.016431387510600217 -6.1742811216466227e-05 0.01044299813049341 0.011684311476428535 -0.0071418637943251786 0.00022091083031593563 0.019515898564126392 0.0081420353202486268 0.024812218399916132 0.0072566890231172635 0.0073528228493063936 0.0048013150112942654 -0.0021967954304785921 0.017454237711878613 -0.00110879944288735 0.014417944529130195 0.0054106959390674923
leaf_weight=63 54 62 62 100 62 91 102 61 99 57 66 66 170 74 86 61 283 53 52 79 293 60 71 60 56 52
leaf_count=63 54 62 62 100 62 91 102 61 99 57 66 66 170 74 86 61 283 53 52 79 293 60 71 60 56 52
internal_value=0 -0.00513633 0.00720201 0.00352731 0.00859708 0.00514589 0.00107783 0.00782848 0.00291837 0.00861965 0.0112081 0.0182057 0.00676932 0.00196815 0.00669499 0.00875416 0.00899296 0.0107769 0.0152552 0.00816731 0.00733243 0.00446931 0.0120001 0.0036874 0.0109866 0.00871103
internal_weight=0 125 2270 625 1645 525 224 1475 205 1270 529 127 741 217 143 524 402 336 170 301 463 162 162 139 108 106
internal_count=2395 125 2270 625 1645 525 224 1475 205 1270 529 127 741 217 143 524 402 336 170 301 463 162 162 139 108 106
is_linear=0
shrinkage=0.16829


Tree=5045
num_leaves=15
num_cat=0
split_feature=4 2 12 3 43 151 2 16 16 16 16 13 3 1209
split_gain=9.18601 3.60723 1.51268 1.40687 1.23961 1.09429 0.651698 0.616923 0.557036 0.522417 0.491962 0.481162 0.412629 0.25895
threshold=0.30163500000000004 0.12399000000000002 -0.070844999999999977 0.10812000000000001 -0.049914999999999994 -0.091649999999999995 0.090000000000000011 0.032580000000000005 0.21684500000000004 0.51148500000000008 0.21684500000000004 -0.014114999999999997 0.099930000000000005 -0.051604999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 -2 -4 8 -3 13 10 -8 -1 -6 -7
right_child=4 7 3 -5 12 6 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.001041198689385323 0.00015804206578218116 0.00035170290032530467 0.0015156851744248347 0.0006888283755996621 0.00044250413708820681 0.0010074567390426742 0.0010782847359474255 0.00082474039312177181 0.00093105508122313734 0.0013138431458685454 0.00081647587571695619 0.00063327709599241564 0.00077812232905991431 0.0012402306771188319
leaf_weight=52 102 72 97 68 75 57 453 52 76 84 96 82 87 908
leaf_count=52 102 72 97 68 75 57 453 52 76 84 96 82 87 908
internal_value=0 0.00109683 0.00113116 0.00115586 0.000443467 0.00117377 0.00115394 0.000550358 0.00120498 0.00106995 0.00103257 0.000791838 0.000622961 0.00122652
internal_weight=0 2097 1973 1839 264 1771 1674 124 1041 633 549 134 162 965
internal_count=2361 2097 1973 1839 264 1771 1674 124 1041 633 549 134 162 965
is_linear=0
shrinkage=0.0032998


Tree=5046
num_leaves=18
num_cat=0
split_feature=4 2 12 2 457 0 43 14 0 4 43 0 0 457 16 16 49
split_gain=16.6147 4.98569 3.53063 1.448 1.05862 0.915346 0.961259 0.828215 0.853128 0.659424 0.5736 0.447341 0.348076 0.431798 0.32436 0.383703 0.65962
threshold=0.30163500000000004 0.14234000000000005 -0.073474999999999985 0.090000000000000011 0.069910000000000014 -0.073399999999999979 -0.038674999999999994 -0.45687499999999998 -0.17785499999999996 0.5137400000000002 -0.080419999999999978 -0.14989499999999997 -0.10185499999999999 0.035070000000000011 0.51148500000000008 -0.42618999999999996 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 14 11 -7 -2 -9 -10 -1 -4 -13 -14 15 -5 -17
right_child=7 -3 3 4 -6 6 -8 8 9 -11 -12 12 13 -15 -16 16 -18
leaf_value=0.00096753997351094016 0.0011115895906850385 0.0007556930916112263 0.0020441885556690856 0.0018517846755095341 0.0011249447337118191 0.0012678579905052671 0.0018451887905194218 0.00095746496204561168 0.00030763650612635542 0.00075568082779204477 0.0013917314499761375 0.0015101844914206803 0.0017701224285209041 0.0020688094052917837 0.0017834500647801099 0.0011949154225328602 0.0015884095880197133
leaf_weight=83 52 71 74 52 54 79 53 66 82 64 61 53 808 58 100 52 499
leaf_count=83 52 71 74 52 54 79 53 66 82 64 61 53 808 58 100 52 499
internal_value=0 0.0016161 0.00164624 0.00168438 0.00157236 0.00175973 0.00149993 0.000737465 0.000645533 0.000504281 0.00114748 0.00179422 0.00177406 0.00179017 0.00160668 0.00157731 0.00155134
internal_weight=0 2097 2026 1882 757 1125 132 264 212 146 144 993 919 866 703 603 551
internal_count=2361 2097 2026 1882 757 1125 132 264 212 146 144 993 919 866 703 603 551
is_linear=0
shrinkage=0.0032998


Tree=5047
num_leaves=18
num_cat=0
split_feature=2 31 42 13 2 43 132 3 49 3 0 3 0 2 13 16 133
split_gain=0.392253 0.244714 0.23849 0.264917 0.436858 0.258532 0.191143 0.293867 0.382355 0.303531 0.190608 0.152765 0.503803 0.215133 0.176428 0.0881279 0.0803189
threshold=-0.098699999999999982 -0.051829999999999994 0.090040000000000023 0.10068000000000001 0.091955000000000023 0.058500000000000003 0.10948500000000001 0.11745500000000002 0.11151500000000002 -0.016164999999999995 -0.10185499999999999 -0.080669999999999978 -0.077639999999999987 0.13290500000000002 -0.068189999999999987 -0.081634999999999985 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 11 7 8 9 -3 -9 12 -4 14 16 -7 -13
right_child=1 2 5 4 -6 15 -8 10 -10 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.0052786409290841302 -0.0031855272273230385 0.008042040856419911 0.0082724341941932227 0.012816210330978454 -0.0057554377693474039 0.016820207911230213 0.018115535008782692 -0.0025363298443530323 0.02265334158087777 0.014957992242832801 0.010153438399344775 0.0074471425841764064 -0.011237708599469582 -0.0039837404994438677 0.015022897678505261 0.0071952258042285149 0.00046474303772754965
leaf_weight=69 58 1003 77 62 85 58 71 94 64 220 52 126 73 58 64 52 75
leaf_count=69 58 1003 77 62 85 58 71 94 64 220 52 126 73 58 64 52 75
internal_value=0 0.00758459 0.00786501 0.00889963 0.00206528 0.00493198 0.00956642 0.00914159 0.00995364 0.00928759 0.00197101 0.00321781 -0.00121052 0.00527988 0.00731417 0.0122865 0.00485071
internal_weight=0 2292 2234 1651 147 583 1504 1433 1287 1223 146 473 150 323 265 110 201
internal_count=2361 2292 2234 1651 147 583 1504 1433 1287 1223 146 473 150 323 265 110 201
is_linear=0
shrinkage=0.16829


Tree=5048
num_leaves=21
num_cat=0
split_feature=1 123 10 3 157 150 16 42 16 42 157 16 16 39 3 16 42 42 16 13
split_gain=23.0382 1.99737 1.47962 1.42331 1.19611 1.75123 0.958351 0.613744 0.602178 0.428304 0.462925 0.408321 0.572248 0.36871 0.263586 0.198468 0.189492 0.195634 0.159055 0.0394479
threshold=0.10752500000000002 1.0000000180025095e-35 -0.011559999999999999 0.30112000000000005 -0.08205999999999998 0.082965000000000025 0.12292000000000002 0.083985000000000018 -0.50942999999999994 0.089005000000000015 -0.067349999999999979 0.21684500000000004 0.52822500000000006 0.087735000000000021 -0.072579999999999992 -0.019749999999999993 0.11776500000000001 0.10432500000000001 -0.059624999999999991 -0.07150999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 7 9 8 -1 -4 10 -6 15 -13 18 16 -12 17 -11 -10 -16
right_child=2 -3 3 -5 5 -7 -8 -9 13 14 11 12 -14 -15 19 -17 -18 -19 -20 -21
leaf_value=0.0021554524562493039 0.00038490556496522754 0.0012029012971381389 0.001241099717430579 0.00053419489730463889 0.0014634087447315169 0.0012806810099435233 0.0013676257618688899 0.0017802282265972533 0.0010923793794178278 0.0016910703163804588 0.0017750457851872087 0.001448074373074487 0.0018877288733986895 0.00065837384079224591 0.0015631245323600173 0.0018919257380378791 0.0018609146613330727 0.00146232962726909 0.0008388372302021213 0.0014204077186744952
leaf_weight=100 59 83 56 74 55 103 76 94 56 226 673 89 52 70 52 223 58 53 56 53
leaf_count=100 59 83 56 74 55 103 76 94 56 226 673 89 52 70 52 223 58 53 56 53
internal_value=0 0.00170497 0.000872767 0.000946861 0.00172771 0.00169852 0.001044 0.00197382 0.000940511 0.00172655 0.00176206 0.00177787 0.00161047 0.000847828 0.00163874 0.00180417 0.00168454 0.00164774 0.000965923 0.00149142
internal_weight=0 1914 447 388 1831 1637 314 194 238 1534 1092 1037 141 182 442 896 337 279 112 105
internal_count=2361 1914 447 388 1831 1637 314 194 238 1534 1092 1037 141 182 442 896 337 279 112 105
is_linear=0
shrinkage=0.0032998


Tree=5049
num_leaves=13
num_cat=0
split_feature=9 400 1212 43 133 155 3 2 1209 132 2 15
split_gain=0.316557 0.202801 0.196236 0.234912 0.243923 0.20706 0.268485 0.286447 0.272817 0.24023 0.286043 0.160957
threshold=0.087755000000000014 1.0000000180025095e-35 0.085450000000000012 -0.011764999999999998 -0.012289999999999997 0.11245500000000001 -0.096099999999999977 0.099145000000000025 -0.065739999999999979 0.10720500000000001 0.14461000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 11 -8 10 -10 -1
right_child=-2 -3 3 4 -6 -7 8 -9 9 -11 -12 -13
leaf_value=0.00086731027226699057 -0.0050957352550928068 0.016618247515401485 0.018114921690906418 0.014400097278311019 0.00011891857814525392 0.015291200174083213 -0.0041743586856519532 -0.0057125696189682116 0.0077314348606949126 0.018403758410531941 -0.0020840178351341576 0.010904593960678079
leaf_weight=99 58 67 98 68 68 76 58 100 1440 56 89 84
leaf_count=99 58 67 98 68 68 76 58 100 1440 56 89 84
internal_value=0 0.00747459 0.0071998 0.0118211 0.00727272 0.00665874 0.00631717 0.00152153 0.00714211 0.00755735 0.00715892 0.00548441
internal_weight=0 2303 2236 234 136 2002 1926 283 1643 1585 1529 183
internal_count=2361 2303 2236 234 136 2002 1926 283 1643 1585 1529 183
is_linear=0
shrinkage=0.16829


Tree=5050
num_leaves=14
num_cat=0
split_feature=3 97 1375 43 4 15 3 15 43 3 2 49 39
split_gain=1.26391 0.293076 0.301152 0.236491 0.28506 0.693404 0.308741 0.393776 0.275172 0.249204 0.244935 0.158416 0.2285
threshold=0.32329500000000005 -0.0047149999999999996 -0.14438999999999999 -0.033174999999999989 0.49433000000000005 -0.19301999999999997 0.10632000000000001 -0.037184999999999996 -0.043589999999999997 -0.0035149999999999995 0.14019000000000004 0.10969000000000002 0.089130000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 -5 9 -8 10 -7 11 12 -4
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0062983860770051692 -0.020343057389064841 -0.0064083333105507652 0.0061148926096447533 0.027854771635080159 -0.0030107001205980951 0.0078419429078771443 0.0096504455499742021 -0.010395957797608988 -0.0068342253209590339 0.016132885054534026 0.016638352358351708 -0.0026469758247371494 -0.0046224092582748269
leaf_weight=54 53 52 832 52 60 774 55 56 55 119 52 75 60
leaf_count=54 53 52 832 52 60 774 55 56 55 119 52 75 60
internal_value=0 0.0059364 0.00623189 0.00653284 0.00825061 0.00889216 0.00790824 -0.00044687 0.00474622 0.00894879 0.00537303 0.00476539 0.00539064
internal_weight=0 2296 2242 2190 1116 1056 1004 111 1074 893 1019 967 892
internal_count=2349 2296 2242 2190 1116 1056 1004 111 1074 893 1019 967 892
is_linear=0
shrinkage=0.16829


Tree=5051
num_leaves=12
num_cat=0
split_feature=3 447 9 2 16 3 403 42 13 457 3
split_gain=0.874371 0.243197 0.348346 0.315329 0.214877 0.35425 0.203644 0.250374 0.227593 0.18661 0.204458
threshold=0.32329500000000005 0.089095000000000021 0.037245000000000007 -0.007134999999999999 -0.050529999999999999 0.10812000000000001 -0.53317999999999988 0.11839500000000001 0.10637500000000001 0.085230000000000014 -0.038414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 9 -5 8 -8 10 -6
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0078541566524540935 -0.016919528775194644 -0.0064253056748589952 0.017163795101942502 -0.0033105201804245173 0.002403035796677235 -0.009765748965994539 0.0072521486502852258 0.017316838210543774 -0.0031760738253419217 0.013931803755783449 0.0092610659997229648
leaf_weight=54 53 52 67 54 742 55 943 66 63 52 148
leaf_count=54 53 52 67 54 742 55 943 66 63 52 148
internal_value=0 0.0049371 0.0052012 0.00483221 0.00515575 0.00335288 0.00675047 0.00725895 0.0065973 0.00412074 0.00354549
internal_weight=0 2296 2244 2177 2123 997 1126 1072 1006 942 890
internal_count=2349 2296 2244 2177 2123 997 1126 1072 1006 942 890
is_linear=0
shrinkage=0.16829


Tree=5052
num_leaves=20
num_cat=0
split_feature=1 4 16 1 4 43 13 41 43 13 50 51 133 1209 50 1213 13 42 16
split_gain=0.324546 0.246116 0.476758 0.476828 0.344172 0.414641 0.243088 0.217508 0.173895 0.177059 0.152831 0.205405 0.190505 0.167213 0.205952 0.202332 0.128325 0.115094 0.0439466
threshold=0.10141500000000002 -0.17689999999999997 -0.0094449999999999968 0.11239500000000001 0.41181500000000004 -0.010064999999999999 -0.079149999999999984 0.07882500000000002 -0.10761 0.066460000000000019 0.10956 0.093530000000000016 0.087195000000000009 -0.074484999999999982 0.083090000000000011 0.10675500000000002 -0.061199999999999991 -0.091904999999999987 -0.077589999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 4 -4 5 -3 -6 8 9 -1 11 13 -12 -10 15 -15 -5 -11 -16
right_child=1 2 3 16 6 -7 -8 -9 10 17 12 -13 -14 14 18 -17 -18 -19 -20
leaf_value=0.015692794424319485 0.0093759731670213908 -0.000815636841419404 -0.020202726261082823 0.0036778742912469578 -0.011135854475873798 0.016061219483594086 0.0025477493282619629 -0.0045106488419162337 -0.0045884167408426126 0.010628284465308961 -0.006930528215503818 0.014738529601910343 0.0057183231081749377 0.0048069933292432393 0.0084350339602926715 -0.0052240045626385009 -0.0075085186475753142 -9.1381124550999395e-05 0.014450457588818487
leaf_weight=85 72 78 61 59 62 87 90 68 53 59 70 60 65 1064 83 60 57 54 62
leaf_count=85 72 78 61 59 62 87 90 68 53 59 70 60 65 1064 83 60 57 54 62
internal_value=0 0.00018109 -0.00115542 -0.00815456 0.00274695 0.00807218 -0.0030219 0.00480988 0.00518048 0.0098789 0.00456606 0.00509418 -0.000827033 0.00465511 0.00504258 0.00426993 -0.0018034 0.00548971 0.0110195
internal_weight=0 566 494 177 317 165 152 1783 1715 198 1517 1382 135 1322 1269 1124 116 113 145
internal_count=2349 566 494 177 317 165 152 1783 1715 198 1517 1382 135 1322 1269 1124 116 113 145
is_linear=0
shrinkage=0.16829


Tree=5053
num_leaves=9
num_cat=0
split_feature=12 14 1444 0 1203 1208 403 131
split_gain=0.529402 0.262757 0.258635 0.184821 0.174393 0.128044 0.132691 0.152744
threshold=-0.095574999999999979 -0.10708499999999999 -1.0000000180025095e-35 -0.20489499999999997 0.085595000000000018 0.086590000000000014 -0.41825499999999993 0.08956500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=-0.0093644374617992861 0.012829695295998629 -0.0081546409358959383 -0.0038420001286726922 0.01065482826787845 -0.0032866936886345476 -0.0035001964024940113 0.0046824878811873669 -0.00019247944282570003
leaf_weight=93 84 55 92 93 92 59 1576 205
leaf_count=93 84 55 92 93 92 59 1576 205
internal_value=0 0.0035871 0.00322882 0.00352541 0.00386102 0.00420214 0.00444559 0.00412035
internal_weight=0 2256 2172 2117 2025 1933 1874 1781
internal_count=2349 2256 2172 2117 2025 1933 1874 1781
is_linear=0
shrinkage=0.16829


Tree=5054
num_leaves=24
num_cat=0
split_feature=4 3 3 11 3 3 3 51 16 4 51 16 16 12 4 3 13 13 12 13 13 1213 133
split_gain=10.4693 4.32505 1.56731 1.33105 0.949877 0.767402 0.755231 0.797686 0.619597 0.528418 0.457452 0.37996 0.49697 0.33488 0.157474 0.0968705 0.17703 0.183222 0.17193 0.095777 0.2136 0.141982 0.0629148
threshold=0.36766000000000004 -0.065259999999999999 0.11745500000000002 1.0000000180025095e-35 -0.11756999999999999 0.13772500000000001 0.06269000000000001 0.088940000000000005 -0.44010499999999991 -0.057539999999999994 -1.0000000180025095e-35 -0.052894999999999991 1.0000000180025095e-35 0.08597500000000001 0.053255000000000004 -0.082254999999999981 -0.085409999999999986 -0.080844999999999986 0.084055000000000005 -0.077849999999999989 -0.081029999999999977 -0.021674999999999996 0.032620000000000003
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=1 3 6 4 -1 8 7 11 -2 -8 -5 -3 -13 15 19 16 18 -18 -6 20 -15 -21 -16
right_child=5 2 -4 10 13 -7 9 -9 -10 -11 -12 12 -14 14 22 -17 17 -19 -20 21 -22 -23 -24
leaf_value=0.00077876510802284767 0.00063081174280265977 0.0010724029166938622 0.00045740812093004725 0.0017095493566643171 0.0014701024232941554 6.4287274897522941e-06 0.0013432082623221128 0.00045640330565589776 0.00024279754187889798 0.00092718674190335937 0.0013195232017586549 0.00062652488533713536 0.0010066833720022575 0.0011611012887493882 0.00095978846861121043 0.0011534985921810286 0.0010730627581645867 0.001325128160129889 0.0012272782578384833 0.0012369988677220184 0.0013757952149653469 0.0011042601666707815 0.0011052617928622816
leaf_weight=71 103 95 97 61 85 52 65 52 80 70 74 81 71 252 67 77 64 67 55 116 66 451 77
leaf_count=71 103 95 97 61 85 52 65 52 80 70 74 81 71 252 67 77 64 67 55 116 66 451 77
internal_value=0 0.00109527 0.000837337 0.00118177 0.00115245 0.00036086 0.000922171 0.000829231 0.000461381 0.00112775 0.00149602 0.000907578 0.000804331 0.00117169 0.0011414 0.00126115 0.0012916 0.00120225 0.00137496 0.00115821 0.00120577 0.00113148 0.00103782
internal_weight=0 2114 531 1583 1448 235 434 299 183 135 135 247 152 1377 1029 348 271 131 140 885 318 567 144
internal_count=2349 2114 531 1583 1448 235 434 299 183 135 135 247 152 1377 1029 348 271 131 140 885 318 567 144
is_linear=0
shrinkage=0.0032998


Tree=5055
num_leaves=20
num_cat=0
split_feature=3 3 43 3 10 11 123 151 3 41 11 3 43 3 52 3 1447 157 52
split_gain=21.3336 8.38079 4.30814 1.7073 1.39341 1.36885 0.882427 0.733221 1.85637 1.04651 0.541585 0.733215 0.480565 0.386388 0.278308 0.330307 0.256774 0.154088 0.0196409
threshold=-0.06340999999999998 0.30112000000000005 -0.049914999999999994 0.11745500000000002 -1.0000000180025095e-35 0.096435000000000007 0.085575000000000012 -0.079059999999999978 -0.10077999999999999 0.075585000000000013 0.079300000000000009 -0.11197999999999998 0.0054600000000000004 -0.072024999999999992 -0.082554999999999976 0.091170000000000015 -0.085024999999999989 -0.079969999999999986 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 12 -2 7 -6 8 -1 10 11 -9 14 16 -4 -16 -13 -10 -15
right_child=1 -3 3 -5 6 -7 -8 9 17 -11 -12 13 -14 18 15 -17 -18 -19 -20
leaf_value=0.0014711672284856967 0.00083834732321010725 0.00057800897643750071 0.0022092056943611746 0.0013898758695081632 0.0016151872306057928 0.0016125486767451108 0.00111025078424921 0.0018352168920639238 0.0023197082418340126 0.0025704550976892869 0.0024833100928028031 0.0019826096917835395 0.0017330973608162478 0.0019176940635540222 0.0020882090125930431 0.0017513185216170425 0.0022022793851486063 0.0020847580294593598 0.0020331551392690642
leaf_weight=58 66 102 67 78 94 52 64 77 54 74 57 65 86 52 76 58 1029 86 54
leaf_count=58 66 102 67 78 94 52 64 77 54 74 57 65 86 52 76 58 1029 86 54
internal_value=0 0.00145182 0.00160308 0.00182437 0.00124234 0.00214215 0.00141088 0.00215928 0.00196945 0.00218595 0.00216459 0.00215034 0.00194233 0.00217053 0.00203168 0.00194265 0.00218926 0.00217563 0.00197685
internal_weight=0 691 589 365 224 1658 158 1606 198 1408 1334 1277 287 1200 201 134 1094 140 106
internal_count=2349 691 589 365 224 1658 158 1606 198 1408 1334 1277 287 1200 201 134 1094 140 106
is_linear=0
shrinkage=0.0032998


Tree=5056
num_leaves=23
num_cat=0
split_feature=1 52 39 2 1 2 1 147 12 16 1 50 1 2 2 12 16 2 130 1 16 48
split_gain=29.6956 7.18934 3.50276 1.81117 1.53387 2.37177 1.26265 1.00119 0.890034 1.03087 0.959602 0.682955 0.563484 0.534504 1.58482 0.443229 0.391498 0.303295 0.290225 0.303378 0.334843 0.24409
threshold=0.10538500000000002 -0.40011499999999994 0.081875000000000017 0.11736500000000001 0.12500000000000003 0.10559 0.093205000000000024 0.086575000000000013 0.093840000000000021 -0.008069999999999999 0.090435000000000015 0.088280000000000011 1.0000000180025095e-35 -0.00097499999999999985 0.14307 0.054520000000000006 0.0014300000000000001 0.074875000000000011 0.090185000000000015 0.096515000000000004 -0.066704999999999987 0.094925000000000023
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 -2 3 7 5 -3 -4 8 9 10 15 -12 16 -6 -15 -1 -11 -14 19 20 -10 -7
right_child=1 4 6 -5 13 21 -8 -9 18 12 11 -13 17 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0025287924804676398 0.0028694179055500897 0.0022184010937346893 0.0024783932512897765 0.002243448883983245 0.0011640464497254038 0.0016651388128942751 0.00175073207132088 0.0023301146360207091 0.002647443829067606 0.003085863505848687 0.0022112675504342124 0.0027425411581688468 0.0029423454347801328 0.0019482217858366269 0.0012450234766150335 0.0028253175691674644 0.0027684208476573637 0.003272420891604308 0.0028154266042198666 0.0028015996222136323 0.0023844345319330913 0.001379183321923202
leaf_weight=62 61 103 53 77 55 97 52 57 118 64 56 52 53 62 81 728 144 83 78 57 104 52
leaf_count=62 61 103 53 77 55 97 52 57 118 64 56 52 53 62 81 728 144 83 78 57 104 52
internal_value=0 0.00180555 0.00270507 0.0027406 0.00166126 0.00183255 0.00211836 0.00276369 0.00277913 0.00282126 0.00276188 0.00246739 0.00297619 0.00144308 0.00155015 0.00280209 0.00286626 0.00314405 0.00263244 0.00258115 0.00252439 0.00156558
internal_weight=0 511 1838 1733 450 252 105 1656 1599 1242 898 108 344 198 143 790 208 136 357 279 222 149
internal_count=2349 511 1838 1733 450 252 105 1656 1599 1242 898 108 344 198 143 790 208 136 357 279 222 149
is_linear=0
shrinkage=0.0032998


Tree=5057
num_leaves=19
num_cat=0
split_feature=41 12 11 2 16 0 12 48 0 0 12 484 16 1210 0 0 3 16
split_gain=0.578526 0.618992 0.378768 0.371444 0.365081 0.416703 0.370369 0.31852 0.353323 0.534971 0.228545 0.213502 0.166881 0.144744 0.137025 0.251896 0.136321 0.157916
threshold=0.075585000000000013 0.083795000000000022 0.078340000000000007 0.13538500000000001 0.022165000000000004 0.0037850000000000002 -0.09947499999999998 0.10184000000000001 -0.16802499999999995 -0.10946999999999998 0.11999500000000002 0.023665000000000002 0.26753000000000005 0.0028200000000000005 0.11535000000000002 -0.080584999999999976 -0.086234999999999992 -0.0083249999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 10 5 6 -1 8 -8 -10 11 13 -6 14 15 -3 -13 -18
right_child=2 3 -4 -5 12 -7 7 -9 9 -11 -12 16 -14 -15 -16 -17 17 -19
leaf_value=0.015345183660573272 0.025879835575100565 0.0090246895379810718 0.0076345358860239656 -0.0053360671033794577 0.014219105393796136 -0.013657559756061642 0.011326923905029497 -0.010343249589096937 -0.012161470788804252 0.004487133512404832 0.019493266792215982 0.019902936840262012 0.0029880389060853883 0.016526132204671706 0.014755803823603593 0.003827659751143209 0.0041648923513706373 0.016531185933808562
leaf_weight=52 77 699 56 52 92 54 91 67 81 168 58 70 64 53 70 427 58 60
leaf_count=52 77 699 56 52 92 54 91 67 81 168 58 70 64 53 70 427 58 60
internal_value=0 0.00677435 0.0182111 0.00862444 0.00249349 0.000321942 0.0019705 0.000257285 0.0023515 -0.000921462 0.00911123 0.00869094 0.00962301 0.00789179 0.00750767 0.00705548 0.0139906 0.0104681
internal_weight=0 2216 133 1547 669 513 459 407 340 249 1495 1437 156 1249 1196 1126 188 118
internal_count=2349 2216 133 1547 669 513 459 407 340 249 1495 1437 156 1249 1196 1126 188 118
is_linear=0
shrinkage=0.16829


Tree=5058
num_leaves=19
num_cat=0
split_feature=4 401 2 12 2 12 457 52 4 13 2 4 484 11 474 16 43 402
split_gain=0.551444 0.250426 0.270374 0.232616 0.23115 0.293606 0.280594 0.306221 0.267249 0.228055 0.279045 0.278509 0.221006 0.204131 0.194675 0.190305 0.164907 0.082882
threshold=0.27161500000000005 0.081905000000000019 0.14307 0.086115000000000011 0.12293000000000001 0.084555000000000005 0.079590000000000008 -0.11044 -0.011809999999999999 -0.15714499999999998 0.13538500000000001 0.50609000000000004 0.023665000000000002 0.077695000000000014 0.090215000000000004 -0.012324999999999997 -0.082144999999999982 0.11679000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 -1 -9 -2 11 -11 13 14 -7 -8 -14 -5
right_child=9 3 -4 17 -6 12 15 8 -10 10 -12 -13 16 -15 -16 -17 -18 -19
leaf_value=0.013333463260319804 0.0076620164588882501 0.021372656726030784 -0.0047923798965255806 0.01223871117873288 0.017428151114495145 0.0069387509257912072 0.002688378992084837 -0.0022933438744431821 0.0073008762192142617 -0.0057624943088985872 -0.014023551108621028 0.0092395071959083513 0.020745953549356252 0.014645511971961876 -0.0036199073523727286 -0.011355311900683673 0.0094499755333805491 0.003641877933038835
leaf_weight=100 65 62 58 82 57 931 54 158 171 91 55 57 61 93 52 55 94 53
leaf_count=100 65 62 58 82 57 931 54 158 171 91 55 57 61 93 52 55 94 53
internal_value=0 0.00710023 0.00650132 0.0128187 0.00686103 0.00651953 0.00323435 0.00517354 0.00268786 -0.00100449 -0.00378833 3.16462e-06 0.00795383 0.00709459 0.00637838 -0.0043814 0.0139071 0.00887697
internal_weight=0 2081 1884 197 1826 1769 538 429 329 268 203 148 1231 1076 983 109 155 135
internal_count=2349 2081 1884 197 1826 1769 538 429 329 268 203 148 1231 1076 983 109 155 135
is_linear=0
shrinkage=0.16829


Tree=5059
num_leaves=24
num_cat=0
split_feature=1 4 16 124 41 4 15 133 2 1 4 1 16 52 475 15 16 15 16 16 132 43 399
split_gain=18.1529 2.64618 2.00631 1.5548 1.06779 0.9741 0.946444 0.908732 1.43338 0.53865 0.532034 0.488184 0.384198 0.343186 0.341534 0.445897 0.300303 0.36226 0.262953 0.108987 0.092627 0.154476 0.101854
threshold=0.10538500000000002 0.42098500000000005 0.50597000000000014 -0.078224999999999989 0.075585000000000013 0.032965000000000001 -0.42759999999999992 0.085275000000000004 0.10559 0.090485000000000024 -0.081189999999999984 0.13075500000000004 -0.072054999999999994 1.0000000180025095e-35 -0.085684999999999997 -0.084629999999999997 -0.013125 0.091735000000000025 -0.070064999999999975 -0.054549999999999994 -0.0065149999999999991 -1.0000000180025095e-35 0.087410000000000002
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 7 -1 5 9 11 8 -2 12 -11 -3 20 19 -14 -16 17 -12 -10 -7 22 -22 -5
right_child=1 6 -4 4 -6 13 -8 -9 18 10 16 -13 14 -15 15 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.00093637354721192725 0.0011612112049165255 0.00073526371438609455 0.0013970408555294218 0.0017167452109927374 0.0017717719873817312 0.0011626039846371259 -1.358081852436053e-05 0.00034127327723560704 0.00073877782959625349 0.0015156331453868921 0.00087849432991461327 0.00029190847085402603 0.0016251111899733522 0.0013414334684065461 0.001558110810816726 0.0013258526292380373 0.0013798441395931134 0.0012595144021984783 0.00045167094869000534 0.00096149934986646782 0.0015368650374490771 0.0013978751372129784 0.0015194631339529832
leaf_weight=78 87 56 61 53 87 76 54 52 90 75 53 53 67 99 115 455 55 58 58 53 304 133 77
leaf_count=78 87 56 61 53 87 76 54 52 90 75 53 53 67 99 115 455 55 58 58 53 304 133 77
internal_value=0 0.000690346 0.000852928 0.0013936 0.00141385 0.00139521 0.000343022 0.000737157 0.000824607 0.00142697 0.00128333 0.000520011 0.00145569 0.00119381 0.00139937 0.00137277 0.00117816 0.0010779 0.000626501 0.00108025 0.0015189 0.00149464 0.00160016
internal_weight=0 511 348 1838 1760 1673 163 287 235 1445 241 109 1204 228 637 570 166 111 148 129 567 437 130
internal_count=2349 511 348 1838 1760 1673 163 287 235 1445 241 109 1204 228 637 570 166 111 148 129 567 437 130
is_linear=0
shrinkage=0.0032998


Tree=5060
num_leaves=26
num_cat=0
split_feature=4 1453 1447 51 16 4 12 16 15 16 12 12 15 4 4 3 12 16 42 133 0 4 12 3 16
split_gain=0.337851 0.203781 0.214001 0.201608 0.47745 0.410634 0.225452 0.174114 0.286147 0.358031 0.322683 0.396467 0.244312 0.168198 0.34972 0.328487 0.262728 0.153303 0.198992 0.156343 0.130827 0.223922 0.158883 0.0793366 0.0318197
threshold=0.024315000000000003 -0.013154999999999998 -0.085644999999999985 -0.40771999999999992 -0.062394999999999992 0.076415000000000025 -0.090699999999999989 -0.011859999999999997 -0.027009999999999996 0.31615500000000002 0.095175000000000023 0.084645000000000012 -0.065599999999999978 0.50609000000000004 0.41379000000000005 -0.013399999999999999 0.086985000000000021 -0.038799999999999994 0.084130000000000024 -0.43714999999999993 -0.071719999999999992 -0.068484999999999976 0.082165000000000016 -0.082039999999999988 0.0023100000000000004
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=1 -1 -3 -2 6 -6 -5 17 12 10 11 -10 23 14 15 16 -8 19 -19 -4 22 -22 -21 -9 -25
right_child=3 2 7 4 5 -7 13 8 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 21 -23 -24 24 -26
leaf_value=-0.0022407606511719125 0.010351382070998916 0.016267281983550694 0.015662286511426902 -0.0053810328451684708 -0.019478698913554551 0.00031991767437473836 -0.0067752594199111792 0.0017699964475468661 -0.0037958729109022564 0.011794894212057034 -0.011024480001625996 0.0087072956767270514 0.0186098492804284 0.014148097865434609 -0.0078456646168562696 0.017720865271613408 0.0075159616019192105 0.019937556700611776 0.0067061818429035415 0.01293254923978754 0.018764475422141342 0.0038915979688362028 0.0047180862180012722 0.0061980519760537088 0.012082570791692254
leaf_weight=69 73 69 59 65 53 67 53 71 152 86 65 136 60 53 58 58 116 67 63 76 62 54 565 56 52
leaf_count=69 73 69 59 65 53 67 53 71 152 86 65 136 60 53 58 58 116 67 63 76 62 54 565 56 52
internal_value=0 0.00670428 0.00706991 0.0020643 0.000904156 -0.0084095 0.00368191 0.00667803 0.00461361 0.00205739 -0.000309835 0.00210216 0.0093014 0.0054301 0.00380255 0.00678667 0.00302347 0.0081557 0.0135392 0.00729583 0.00664138 0.0118564 0.00569483 0.00617122 0.00904797
internal_weight=0 1762 1693 596 523 120 403 1624 678 439 353 288 239 338 285 227 169 946 130 816 757 116 641 179 108
internal_count=2358 1762 1693 596 523 120 403 1624 678 439 353 288 239 338 285 227 169 946 130 816 757 116 641 179 108
is_linear=0
shrinkage=0.16829


Tree=5061
num_leaves=16
num_cat=0
split_feature=41 2 3 52 160 3 3 123 2 158 158 16 2 13 13
split_gain=0.218288 0.24179 0.372812 0.317575 0.408505 0.297325 0.193921 0.182135 0.384835 0.177627 0.249146 0.176343 0.191957 0.349364 0.144832
threshold=0.08110500000000001 0.10859000000000001 -0.14162499999999997 0.12469000000000001 -0.065924999999999997 -0.18766499999999997 0.10812000000000001 0.085215000000000013 -0.0091949999999999983 0.112085 0.092880000000000004 0.51303500000000013 0.12293000000000001 -1.0000000180025095e-35 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 7 8 -4 10 -10 12 13 -6 -14
right_child=-2 3 6 -5 11 -7 -8 -9 9 -11 -12 -13 14 -15 -16
leaf_value=0.0070844905142548554 -0.0037585710927190616 -0.01327271002239688 -0.0089289411046201538 0.012417988764441999 0.0031486202915912303 0.023808927835779883 -0.0040866854943876962 0.015113968930809907 0.0057203800575532137 0.015053292141788927 -0.0059103328904113296 0.0094278188399405903 -0.00085523555868490431 -0.014386948527582816 0.010368975379181019
leaf_weight=66 85 59 53 64 72 56 62 54 1420 55 54 70 68 58 62
leaf_count=66 85 59 53 64 72 56 62 54 1420 55 54 70 68 58 62
internal_value=0 0.00491611 0.00578238 0.00143176 -0.000371126 0.014776 0.00513514 0.00548572 0.00515593 0.00564533 0.00529307 0.00193008 -8.16359e-05 -0.00466112 0.00448403
internal_weight=0 2273 1820 453 389 122 1698 1636 1582 1529 1474 330 260 130 130
internal_count=2358 2273 1820 453 389 122 1698 1636 1582 1529 1474 330 260 130 130
is_linear=0
shrinkage=0.16829


Tree=5062
num_leaves=20
num_cat=0
split_feature=1 52 47 12 39 16 2 2 0 457 0 1446 51 156 484 1 0 2 52
split_gain=10.6026 2.23609 1.40954 0.919577 0.738624 0.716869 0.662063 0.768543 0.481849 0.473727 0.36344 0.298305 0.302333 0.430055 0.282899 0.214264 0.26689 0.162259 0.1532
threshold=0.10574000000000001 -0.40011499999999994 0.078345000000000012 0.11769500000000001 0.089130000000000015 -0.116045 -0.0091949999999999983 0.090225000000000014 -0.042364999999999993 0.083415000000000017 -0.12324999999999998 0.083715000000000026 -0.097374999999999975 0.087045000000000011 0.023665000000000002 0.097070000000000004 -0.062324999999999998 0.084945000000000007 0.11379500000000002
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 8 -4 -1 11 10 14 -3 12 -8 18 15 16 -9 -13 -14
right_child=1 2 5 -5 -6 -7 7 9 -10 -11 -12 17 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00071805373474756549 0.001138871360517325 0.00036487764135121719 0.00047217177720443868 0.00066295379172735152 7.2635823652598624e-05 0.0010033222637861479 0.0013694459271021352 0.0010174392486014911 0.00017775099502624286 0.00072014155851591731 0.00067144577548208838 0.0014262005806926076 0.0011476079867503734 0.00088023988083554003 0.0012069658122276059 0.0011866087859596275 0.00082556938513883744 0.0011716943235088534 0.00098220136802104553
leaf_weight=55 56 86 52 61 90 60 53 389 63 60 84 60 732 82 86 62 102 55 70
leaf_count=55 56 86 52 61 90 60 53 389 63 60 84 60 732 82 86 62 102 55 70
internal_value=0 0.000517835 0.000437804 0.00106294 0.000327004 0.000757031 0.00107643 0.00108766 0.000425106 0.00100245 0.000516566 0.00114425 0.00112451 0.00110979 0.0010289 0.00100114 0.000977652 0.00130479 0.00113321
internal_weight=0 491 435 1867 323 112 1806 1751 233 699 170 1052 937 884 639 553 491 115 802
internal_count=2358 491 435 1867 323 112 1806 1751 233 699 170 1052 937 884 639 553 491 115 802
is_linear=0
shrinkage=0.0032998


Tree=5063
num_leaves=32
num_cat=0
split_feature=1 52 47 2 2 12 16 15 1 1 16 16 15 2 2 2 12 159 483 12 12 156 52 52 12 2 12 1 15 2 15
split_gain=10.873 2.06815 1.40886 0.864786 0.97869 0.824288 0.782227 0.584501 0.45158 0.325462 0.756937 0.429961 0.740365 1.18937 0.30787 0.267615 0.291169 0.265713 0.334595 0.199749 0.189064 0.268515 0.15258 0.373865 0.138092 0.0953098 0.0787942 0.0784612 0.138457 0.0541617 0.0179571
threshold=0.10574000000000001 -0.40011499999999994 0.078345000000000012 -0.0091949999999999983 0.090225000000000014 -1.0000000180025095e-35 -0.116045 -0.011859999999999997 0.11869500000000001 0.089710000000000026 0.15737500000000001 -1.0000000180025095e-35 -0.032264999999999995 0.099325000000000011 0.106285 0.074875000000000011 0.086885000000000004 -0.023859999999999996 0.032770000000000007 0.089625000000000024 0.083715000000000026 0.087045000000000011 0.033770000000000008 -1.0000000180025095e-35 0.092900000000000024 0.09678500000000001 0.097240000000000007 0.090965000000000004 0.091735000000000025 0.085145000000000012 0.046165000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 15 14 -4 8 -7 11 -11 22 24 -14 -3 16 -5 -17 20 -18 29 -22 23 -6 -13 -24 -27 -21 -29 -19 -25
right_child=1 2 6 4 9 7 -8 -9 -10 10 -12 12 13 -15 -16 17 19 18 -20 27 21 -23 25 30 -26 26 -28 28 -30 -31 -32
leaf_value=0.00081551145612372906 0.001270430539325778 0.00011563769032891031 0.0006176090672373269 0.00099471025039310447 0.0013804219363466566 0.00092719745737118405 0.0011726480036804746 0.00034420401142830126 0.00052262561554183298 0.00077127802874893327 0.0012860495531245167 0.0013768024598930157 0.0011739679587922363 0.00050508539791136386 0.00042612545469342708 0.0014952571520232022 0.0014042327530800613 0.0015468475129187713 0.0010673570248913376 0.0013150987432838154 0.0013362933025421809 0.0010910894619212122 0.0012308010869184105 0.0009987837623892091 0.0011521123975613686 0.0014763181673872238 0.0012911628614450396 0.0010267606144212685 0.0012511278333048948 0.0013843619760963229 0.0011005947949178788
leaf_weight=55 56 59 52 53 60 73 60 53 52 73 55 52 66 52 86 103 82 52 57 54 418 57 99 52 80 52 60 54 76 53 52
leaf_count=55 56 59 52 53 60 73 60 53 52 73 55 52 66 52 86 103 82 52 57 54 418 57 99 52 80 52 60 54 76 53 52
internal_value=0 0.000672993 0.000596 0.00122503 0.00123744 0.000485186 0.000915266 0.000635816 0.000759177 0.0011461 0.000992744 0.00117745 0.00107046 0.000879505 0.000300032 0.00130235 0.00122117 0.00133729 0.0013117 0.00126616 0.00133565 0.00130694 0.00124868 0.00117112 0.00124089 0.00130881 0.00137744 0.00120444 0.0011582 0.00146517 0.00105003
internal_weight=0 491 435 1867 1812 323 112 178 125 753 128 625 250 118 145 1059 319 740 637 266 580 475 375 164 132 211 112 184 130 105 104
internal_count=2358 491 435 1867 1812 323 112 178 125 753 128 625 250 118 145 1059 319 740 637 266 580 475 375 164 132 211 112 184 130 105 104
is_linear=0
shrinkage=0.0032998


Tree=5064
num_leaves=18
num_cat=0
split_feature=4 13 123 1447 16 4 0 0 13 49 0 0 15 4 0 0 4
split_gain=13.6403 3.4811 2.79749 1.04383 0.71667 0.842311 1.46289 0.842964 0.589909 0.5549 0.4911 0.441392 0.416604 0.28196 0.268745 0.251134 0.549831
threshold=0.30163500000000004 -0.16392499999999996 1.0000000180025095e-35 -0.082229999999999984 -0.071359999999999993 -0.42305999999999994 -0.037794999999999995 -0.099329999999999988 -0.10899499999999999 -0.046979999999999987 -0.036119999999999992 0.10798500000000001 -0.087864999999999985 -0.082509999999999986 -0.099329999999999988 -0.10946999999999998 0.06301000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 9 11 7 -7 -2 -5 14 -6 -4 -3 -10 -11 -17
right_child=8 2 12 4 5 6 -8 -9 10 15 -12 -13 -14 -15 -16 16 -18
leaf_value=0.00074936838375992112 0.00033600953783812919 0.0019534017188973128 0.00074353154744008032 0.0012634688451666374 0.0018894658754633998 0.0011293297322361388 0.00082467992529232685 0.0014409108097413784 0.00074816017142321611 0.0017468432492707621 0.00095831240977823132 0.0014856816558041067 0.0011424871795045707 0.0016414575403244599 0.00044087297861452002 0.0015703185224972358 0.0012194026300173498
leaf_weight=80 65 52 55 76 52 111 52 687 60 75 57 72 61 89 66 594 54
leaf_count=80 65 52 55 76 52 111 52 687 60 75 57 72 61 89 66 594 54
internal_value=0 0.00142544 0.00145207 0.00148226 0.00146041 0.0013999 0.00136261 0.00139761 0.000607086 0.00153412 0.000703178 0.00165529 0.000953631 0.00175675 0.00058748 0.00156252 0.00154113
internal_weight=0 2110 2030 1914 1773 974 850 798 248 799 183 124 116 141 126 723 648
internal_count=2358 2110 2030 1914 1773 974 850 798 248 799 183 124 116 141 126 723 648
is_linear=0
shrinkage=0.0032998


Tree=5065
num_leaves=24
num_cat=0
split_feature=1 3 10 14 2 3 13 3 3 2 1 160 12 42 12 1 12 13 1 160 3 484 13
split_gain=10.3726 2.34754 1.16629 1.04675 0.997231 0.67854 1.07634 0.648508 0.743385 0.604042 0.550092 0.489704 0.861146 0.469936 0.492332 0.426631 0.41066 0.359539 0.230831 0.18343 0.181514 0.171317 0.0262096
threshold=0.10574000000000001 -0.049204999999999992 -0.005834999999999999 0.054835000000000009 -0.0050599999999999994 0.085315000000000016 -0.28558999999999996 -0.081084999999999977 -0.11756999999999999 0.11444000000000001 0.11400500000000001 -0.087004999999999985 0.088035000000000016 -0.069844999999999977 0.084955000000000017 0.080270000000000022 0.084055000000000005 -0.065269999999999981 0.088735000000000022 -0.10091999999999998 -0.087244999999999975 -0.082244999999999985 -0.079149999999999984
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 9 -3 4 -1 -4 -7 8 15 10 -2 12 -9 -13 18 -6 20 -16 -15 -18 -10 -21 -14
right_child=1 2 5 -5 7 6 -8 11 16 -11 -12 13 22 14 17 -17 19 -19 -20 21 -22 -23 -24
leaf_value=0.00090077640759420572 0.001494193650291638 0.00025216305010933434 0.00053238604275916051 0.0017316783323330677 0.0013638171348661699 0.00058982952463301037 0.0011421732127179446 0.0017591893291027192 0.0014687165995974979 0.00082654516289770296 0.0010504074352078935 0.0014663772002856395 0.0011943750941856976 0.0011685561183326118 0.0013257642183054094 0.00095796494032747989 0.0015564774345785497 0.0011011519528330669 0.00090013406802861358 0.0012319397465582022 0.0017322483080095424 0.0014070152494237206 0.0013142760815209934
leaf_weight=57 54 66 100 75 55 73 82 58 54 56 72 80 52 68 256 60 83 115 76 72 68 580 52
leaf_count=57 54 66 100 75 55 73 82 58 54 56 72 80 52 68 256 60 83 115 76 72 68 580 52
internal_value=0 0.000813938 0.000643934 0.00134821 0.00133209 0.000745195 0.000882264 0.00134629 0.00140304 0.00111359 0.00124088 0.00127337 0.00143551 0.00122916 0.00119224 0.00115237 0.00143664 0.00125624 0.00102713 0.00140684 0.00161589 0.00138774 0.00125466
internal_weight=0 503 321 1861 1786 255 155 1729 972 182 126 757 162 595 515 115 857 371 144 735 122 652 104
internal_count=2364 503 321 1861 1786 255 155 1729 972 182 126 757 162 595 515 115 857 371 144 735 122 652 104
is_linear=0
shrinkage=0.0032998


Tree=5066
num_leaves=16
num_cat=0
split_feature=9 42 160 484 42 52 401 9 1429 4 52 51 13 1 42
split_gain=0.220315 0.227824 0.276925 0.238107 0.23548 0.292387 0.234564 0.266015 0.238181 0.182659 0.162919 0.161087 0.317678 0.292794 0.214682
threshold=-1.0000000180025095e-35 0.090040000000000023 -0.42430999999999991 -0.077774999999999983 0.088520000000000015 0.26430000000000003 0.094270000000000007 1.0000000180025095e-35 0.084770000000000012 0.27552000000000004 0.40945500000000007 0.097245000000000012 -0.049414999999999994 0.094435000000000005 0.11457500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -3 5 6 7 8 -4 11 -2 12 13 14 -5
right_child=1 3 4 9 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0017684624744090734 0.023261270580037196 0.014374098671442447 0.0086862953153181502 0.003753544173680427 0.017476753194320255 -0.0042644834304049559 -0.00066270824812162895 0.019058308310459408 0.0003802404513395636 -0.0042362619555278971 0.010036667629886345 -0.0034003322830485627 0.016787562412372475 0.013019848113190211 -0.0079632891790605165
leaf_weight=74 55 65 1193 211 71 57 83 65 107 73 52 59 65 78 56
leaf_count=74 55 65 1193 211 71 57 83 65 107 73 52 59 65 78 56
internal_value=0 0.00754179 0.0085512 0.0047401 0.00798654 0.00753764 0.00800347 0.00853174 0.00800403 0.00358142 0.0168512 0.00480208 0.0059868 0.00394667 0.00128935
internal_weight=0 2290 1683 607 1576 1505 1448 1365 1300 542 107 469 410 345 267
internal_count=2364 2290 1683 607 1576 1505 1448 1365 1300 542 107 469 410 345 267
is_linear=0
shrinkage=0.16829


Tree=5067
num_leaves=12
num_cat=0
split_feature=12 13 13 41 1447 2 13 2 447 403 2
split_gain=0.317726 0.165951 0.185821 0.249764 0.239785 0.174022 0.203168 0.161978 0.164121 0.159706 0.141425
threshold=-0.11875499999999999 -0.16392499999999996 -0.097519999999999982 0.077565000000000009 -0.054404999999999988 0.083815000000000014 -0.080299999999999996 -0.0091949999999999983 0.085445000000000007 0.085355000000000014 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 5 -4 -7 -6 9 -9 -3
right_child=1 2 3 -5 7 6 -8 8 -10 -11 -12
leaf_value=0.016972123944853253 -0.00093955145143729863 0.018647359567062101 0.019657136696566057 -0.0058805103104431359 -0.0013468625069602061 0.0027688397034196285 0.016342522404728173 0.0048507050726782847 0.014018658104600625 0.010517677002703708 0.0069148157603905044
leaf_weight=73 102 56 55 52 97 77 53 1516 65 156 62
leaf_count=73 102 56 55 52 97 77 53 1516 65 156 62
internal_value=0 0.0056805 0.00598979 0.0056181 0.00591514 0.0116978 0.00831655 0.00533086 0.0057048 0.00538052 0.012498
internal_weight=0 2291 2189 2071 2019 185 130 1834 1737 1672 118
internal_count=2364 2291 2189 2071 2019 185 130 1834 1737 1672 118
is_linear=0
shrinkage=0.16829


Tree=5068
num_leaves=26
num_cat=0
split_feature=15 12 150 12 14 16 157 475 49 16 39 0 475 0 12 133 0 157 48 15 0 1209 52 52 16
split_gain=6.59315 3.22348 1.475 0.995697 0.737368 1.42869 0.702683 0.670181 0.899584 0.56474 0.42466 0.359134 0.311721 0.550326 0.306791 0.273624 0.299569 0.224315 0.260803 0.172427 0.134099 0.13308 0.108046 0.0965461 0.0615832
threshold=-0.2987999999999999 0.054520000000000006 1.0000000180025095e-35 0.091515000000000013 -0.44847999999999993 -0.44010499999999991 -0.07686999999999998 -0.028204999999999997 0.10852500000000001 -0.24235499999999996 0.083495000000000014 -0.14097999999999997 -0.07550999999999998 -0.04478999999999999 0.084055000000000005 0.087195000000000009 -0.086589999999999986 -0.07686999999999998 0.085130000000000025 0.079575000000000021 -0.075969999999999996 0.083050000000000013 -0.0078449999999999978 0.044705000000000002 -0.0101
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=4 2 7 14 -1 -6 -5 -2 10 -8 20 -4 -11 19 23 17 -17 -16 21 -14 -9 -19 -18 24 -3
right_child=1 3 11 6 5 -7 9 8 -10 12 -12 -13 13 -15 15 16 22 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0012694957274420415 0.0011560492558361066 0.0020221809319908479 0.0012906349088430745 0.0012129142223072881 0.0011470198955275128 0.00044521437687020441 0.0013145158250213926 0.0018460137639421258 0.0011702379082234324 0.0018773465546389593 0.0014471784601075644 0.0009706149611900431 0.0015757106041592145 0.0012951855307471746 0.0019253275910443548 0.0014451056174305593 0.001605544397578451 0.0017287076981231059 0.001503362173203178 0.001704138911929912 0.001630372294454817 0.001903204680030107 0.0018037953897886165 0.0017546381052684942 0.0018499404062044804
leaf_weight=55 54 52 67 54 66 61 66 87 52 56 72 93 211 54 73 79 65 414 54 283 56 59 67 57 57
leaf_count=55 54 52 67 54 66 61 66 87 52 56 72 93 211 54 73 79 65 414 54 283 56 59 67 57 57
internal_value=0 0.00160342 0.00136451 0.00167096 0.000949198 0.00081021 0.00157769 0.00149383 0.00156202 0.00160704 0.00165661 0.00110484 0.00163895 0.00161452 0.00174003 0.00171306 0.00160876 0.00174968 0.00172529 0.00164936 0.00176181 0.00175055 0.00170644 0.0018716 0.00193243
internal_weight=0 2182 481 1701 182 127 724 321 267 670 215 160 604 548 977 811 211 600 527 494 143 473 132 166 109
internal_count=2364 2182 481 1701 182 127 724 321 267 670 215 160 604 548 977 811 211 600 527 494 143 473 132 166 109
is_linear=0
shrinkage=0.0032998


Tree=5069
num_leaves=27
num_cat=0
split_feature=1 3 9 3 47 16 0 156 124 0 0 3 52 51 3 16 1213 132 484 13 150 3 16 13 16 13
split_gain=19.7666 3.1939 1.85416 1.17813 0.920337 0.881667 0.616009 0.584566 0.617103 0.497535 0.503128 1.39167 0.292943 0.287507 0.27484 0.354553 0.249183 0.270747 0.258023 0.512558 0.199856 0.238545 0.152283 0.123817 0.132068 0.0725168
threshold=0.10574000000000001 -0.049204999999999992 -1.0000000180025095e-35 -0.073629999999999987 0.096770000000000009 -0.28430999999999995 -0.14822499999999997 0.083125000000000018 -0.080494999999999983 -0.077584999999999987 0.10798500000000001 -0.107915 -0.050359999999999995 -0.04652499999999999 -0.026769999999999999 -0.040964999999999994 0.11830500000000001 0.088210000000000011 0.079595000000000013 -0.08533499999999998 0.084120000000000014 -0.081084999999999977 -0.013125 -0.04917499999999999 -0.052894999999999991 -0.06286499999999999
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=3 5 -3 9 6 -2 -4 8 -5 16 11 -11 -10 -7 15 25 17 18 20 -20 21 -1 -8 24 -13 -14
right_child=1 2 4 7 -6 13 22 -9 12 10 -12 23 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0017162763469767627 0.0008921633792016375 0.00010487416408984039 0.00096894977045250158 0.0010821041340866977 0.0011202287345176978 0.0012212507633227244 0.00046739903701172465 0.0017072898044088322 0.0012831159935195442 0.00099023885470532545 0.001804686003438081 0.0013922082925509303 0.0016342807493961247 0.001548010474521188 0.0016586929163836617 0.0012136039410695536 0.0019170548191911633 0.0014831702949336658 0.0020851190442944924 0.0016705295526118621 0.0014724838110156131 0.0015685512441248003 0.00068549451193601662 0.0016802881718047512 0.0016347944986062673 0.0014510120990858669
leaf_weight=573 61 53 55 55 66 62 86 89 79 52 64 53 54 59 96 55 52 75 53 89 55 159 61 103 52 53
leaf_count=573 61 53 55 55 66 62 86 89 79 52 64 53 54 59 96 55 52 75 53 89 55 159 61 103 52 53
internal_value=0 0.000867825 0.000669589 0.00160526 0.000781136 0.00121727 0.000670169 0.00146399 0.00140866 0.00165447 0.00154012 0.00147486 0.00146185 0.00138087 0.00151645 0.00143194 0.00168952 0.0016777 0.00169337 0.00182552 0.00166948 0.00168424 0.000558141 0.00159585 0.00151268 0.00154383
internal_weight=0 503 321 1861 268 182 202 481 392 1380 324 260 337 121 258 162 1056 1004 929 142 787 732 147 208 105 107
internal_count=2364 503 321 1861 268 182 202 481 392 1380 324 260 337 121 258 162 1056 1004 929 142 787 732 147 208 105 107
is_linear=0
shrinkage=0.0032998


Tree=5070
num_leaves=20
num_cat=0
split_feature=4 3 39 2 4 15 4 159 42 13 2 12 51 48 15 2 52 483 1456
split_gain=14.0789 4.74539 2.77273 0.931294 0.774707 0.718164 1.09174 0.792731 0.654935 0.754385 0.599665 0.711021 0.435593 0.401896 0.3141 0.321137 0.316017 0.286456 0.599705
threshold=0.30163500000000004 0.25468500000000005 0.084535000000000013 0.11982500000000001 -0.074219999999999994 -0.42759999999999992 0.41939500000000002 0.10579500000000001 -0.0043149999999999994 -0.014114999999999997 0.090225000000000014 0.054520000000000006 -0.09798999999999998 0.08975000000000001 0.03981500000000001 0.097575000000000009 0.093245000000000008 -0.076039999999999983 -0.011624999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 7 -7 -2 -4 -10 17 -12 -1 -13 15 -14 -16 -6 -19
right_child=5 -3 8 -5 10 6 -8 -9 9 -11 11 13 14 -15 16 -17 -18 18 -20
leaf_value=0.0019973333746671411 0.0011406382753244336 0.00063602625035391017 0.0014930717933385855 0.001298973664761885 0.0018926975160568431 0.00084016416458736957 0.0001987806000653781 0.00062748855238524989 0.0013325433048540238 0.00079195242946767102 0.00118988342708416 0.0015015886397655189 0.0013462836917986091 0.0017890272604878389 0.0017006464328541578 0.0017135302149228974 0.0019174278049334792 0.0013109648797039741 0.0016725158437907641
leaf_weight=61 72 58 52 89 53 64 53 61 53 61 71 306 52 66 512 55 89 57 470
leaf_count=61 72 58 52 89 53 64 53 61 53 61 71 306 52 66 512 55 89 57 470
internal_value=0 0.00156781 0.00159419 0.00163032 0.00164676 0.000739257 0.000549924 0.000905549 0.0011846 0.00104359 0.00158684 0.00149461 0.00172641 0.00155268 0.00170302 0.00153538 0.00173281 0.00165723 0.00163348
internal_weight=0 2105 2047 1881 1792 250 117 133 166 114 1023 443 769 372 708 107 601 580 527
internal_count=2355 2105 2047 1881 1792 250 117 133 166 114 1023 443 769 372 708 107 601 580 527
is_linear=0
shrinkage=0.0032998


Tree=5071
num_leaves=21
num_cat=0
split_feature=1 1 12 4 150 12 47 1 12 13 160 4 475 160 4 160 1 13 42 49
split_gain=11.0696 2.64401 2.12858 1.46412 0.649201 0.856839 0.600933 0.408201 0.509846 0.484458 0.669666 0.379833 0.374188 0.531256 0.361911 0.258862 0.240014 0.192115 0.0650772 0.0422473
threshold=0.11654500000000001 0.094405000000000003 0.087215000000000015 0.043850000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 0.090280000000000013 0.089875000000000024 0.089175000000000018 -0.13033499999999998 -0.52399499999999988 0.18420500000000004 -0.085669999999999982 0.10446500000000002 0.046720000000000005 -0.075414999999999982 0.13662500000000002 -0.011154999999999998 0.09087000000000002 0.089065000000000019
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 4 7 5 -3 15 9 -9 -1 -11 17 -12 -14 18 -2 -17 19 -4 -5
right_child=6 2 14 11 -6 -7 -8 8 -10 10 12 -13 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0015620706262590902 0.00056711403304811738 0.0005102824932534545 0.001322605696939212 0.00070825958254379384 0.00047057816421046942 0.0010632266876108379 0.00068837422870226639 0.00079725882156839059 0.0012087832177298551 0.00090360110415890033 0.0014667612079704668 0.0011615188467792241 0.0012549721709325045 0.00095338998650537393 0.00092783164472032926 0.0004077975668951183 0.00015316575365920379 0.0010259512606833083 0.0011627367257548756 0.00084371977641014228
leaf_weight=52 52 53 72 52 97 73 87 52 92 64 84 64 1003 69 54 95 71 53 55 61
leaf_count=52 52 53 72 52 97 73 87 52 92 64 84 64 1003 69 54 95 71 53 55 61
internal_value=0 0.00113006 0.000890504 0.00118883 0.000674337 0.000830919 0.000456065 0.00122858 0.00106042 0.00124758 0.00123415 0.000943977 0.00125242 0.00123559 0.00115664 0.000363192 0.000299101 0.000859893 0.00125365 0.000781696
internal_weight=0 2050 404 1646 223 126 305 1416 144 1272 1220 230 1156 1072 181 218 166 166 127 113
internal_count=2355 2050 404 1646 223 126 305 1416 144 1272 1220 230 1156 1072 181 218 166 166 127 113
is_linear=0
shrinkage=0.0032998


Tree=5072
num_leaves=14
num_cat=0
split_feature=1420 49 40 52 13 52 128 13 457 1456 52 2 457
split_gain=0.400541 0.424441 0.4282 0.356972 0.353688 0.269361 0.271583 0.247821 0.245322 0.241026 0.232974 0.35306 0.241924
threshold=-0.080064999999999983 -0.046979999999999987 0.0064400000000000004 -0.091784999999999992 -0.026084999999999997 0.51400500000000016 0.10614000000000001 -0.091559999999999989 0.084040000000000017 -0.10108499999999998 -0.067394999999999983 0.084175000000000014 0.0033050000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 7 6 9 -5 -6 -3 11 -11 -12
right_child=1 2 -4 4 8 -7 -8 -9 -10 10 12 -13 -14
leaf_value=0.024688826963814903 0.016109656751078019 0.0016106397675034315 -0.0042510993901338223 0.00029226772445355284 -0.012626497991207049 2.3212338253088124e-05 0.0002471630369232841 0.014485067135273033 0.0023853966952631163 -0.00010298995245209685 0.012812378029833949 0.011358973995712082 0.024566510831645256
leaf_weight=52 57 64 53 72 62 61 60 68 61 98 1259 336 52
leaf_count=52 57 64 53 72 62 61 60 68 61 98 1259 336 52
internal_value=0 0.00972927 0.0106476 0.00403293 0.00140871 0.0110577 0.0114168 0.00719875 -0.00516697 0.0117863 0.0121585 0.00876665 0.01328
internal_weight=0 2303 1983 320 263 1930 1869 140 123 1809 1745 434 1311
internal_count=2355 2303 1983 320 263 1930 1869 140 123 1809 1745 434 1311
is_linear=0
shrinkage=0.16829


Tree=5073
num_leaves=24
num_cat=0
split_feature=1 52 4 3 47 1 3 4 52 0 11 1 1 15 52 4 0 0 13 4 52 3 52
split_gain=17.9913 3.44071 2.32964 2.18376 2.04829 1.13733 1.09607 0.79173 0.637219 0.5941 0.997883 0.566841 0.509455 0.43281 0.407548 0.251536 0.210218 0.247749 0.334698 0.168972 0.165193 0.163235 0.195796
threshold=0.104035 -0.41304999999999997 0.043850000000000007 0.31370500000000007 0.078345000000000012 0.12072500000000001 -0.068254999999999982 0.50373500000000015 -0.092059999999999989 0.040035000000000008 1.0000000180025095e-35 0.092810000000000017 0.10871500000000002 -0.054259999999999996 0.0029250000000000005 0.41488500000000006 -0.095419999999999991 -0.073674999999999977 -0.042924999999999998 0.064645000000000022 -0.0093349999999999978 0.085315000000000016 0.091820000000000013
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 -2 6 4 5 12 9 -7 -8 10 16 21 -3 14 19 -14 -1 20 -19 -4 -18 22 -10
right_child=1 3 13 -5 -6 7 8 -9 11 -11 -12 -13 15 -15 -16 -17 17 18 -20 -21 -22 -23 -24
leaf_value=0.0016370272861667094 0.0018442323649574535 0.00083824501692428461 0.0015896993338477537 0.00048104666346279138 0.0014847173168576326 0.00096793977081164456 0.0018928598613538526 0.00043213807584506855 0.0018444984821203135 0.001550911978361423 0.0022614716355202672 0.0012247473241847313 0.0013790268596502509 0.0012850192442255349 0.0017747436422351189 0.0010629198250191596 0.0018019951948141271 0.0018482787401866401 0.0015154440919914794 0.001328614016476408 0.0019011065104050794 0.0014689247631312367 0.0015529401327222011
leaf_weight=55 55 52 52 82 99 58 70 63 54 71 66 52 62 90 67 52 279 89 55 63 665 52 52
leaf_count=55 55 52 52 82 99 58 70 63 54 71 66 52 62 90 67 52 279 89 55 63 665 52 52
internal_value=0 0.00106279 0.00175689 0.000970875 0.00107484 0.000933332 0.00180613 0.00068926 0.0016181 0.00184723 0.00186461 0.00152635 0.00111103 0.00147438 0.00156783 0.00123515 0.00184166 0.00185197 0.0017214 0.00144698 0.00187185 0.00162538 0.0017018
internal_weight=0 523 1832 468 386 287 1560 121 280 1280 1209 210 166 272 182 114 1143 1088 144 115 944 158 106
internal_count=2355 523 1832 468 386 287 1560 121 280 1280 1209 210 166 272 182 114 1143 1088 144 115 944 158 106
is_linear=0
shrinkage=0.0032998


Tree=5074
num_leaves=28
num_cat=0
split_feature=1 12 16 1 3 47 12 52 16 1 42 475 1 1 12 481 16 3 16 16 12 3 402 12 1 42 133
split_gain=12.9252 1.98328 1.29042 1.19312 0.991401 1.11485 0.833334 0.690717 0.874322 0.542783 0.442022 0.411322 0.343724 0.311499 0.430524 0.303078 0.260075 0.240362 0.248244 0.212625 0.186222 0.18242 0.183956 0.170914 0.136033 0.128857 0.0983752
threshold=0.11869500000000001 0.077755000000000005 0.0045450000000000013 0.095950000000000021 0.31299000000000005 0.090280000000000013 0.091625000000000012 -0.53937999999999986 -1.0000000180025095e-35 0.10692500000000001 0.089840000000000017 -0.085684999999999997 0.090785000000000018 0.088415000000000007 0.088395000000000015 -0.08452999999999998 -0.38959499999999997 -0.082304999999999975 -0.089834999999999984 -0.090394999999999989 0.096780000000000019 -0.08126499999999999 -0.097504999999999994 0.083885000000000015 0.087455000000000019 -0.082259999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 24 5 16 11 -8 19 -5 -10 -3 -4 15 -15 -13 -2 23 -19 26 -12 25 -23 -17 -1 -21 -9
right_child=4 6 12 9 -6 -7 7 8 10 -11 20 13 -14 14 -16 17 -18 18 -20 21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0010888422250740683 0.00029038006807163863 0.0016073789478264649 0.0015268658455747175 0.00054859392194927322 0.00015444401143835718 0.00097827878818211415 0.0015489034477253628 0.0012705550661813272 0.00082568009530029367 0.0009285099849081237 0.0012624277387185657 0.0011686106055928168 0.0011763298958400318 0.00097062927248593007 0.0013605370949934714 0.0016062328900956044 0.0005849119044050486 0.0011681620840298108 0.0013973618360600465 0.001316488299530389 0.00099135633397832838 0.0014209036306434509 0.0011826446903074799 0.0014169568916651061 0.0013020227150384337 0.0015536382718339768 0.0010733848458465171
leaf_weight=98 66 77 61 75 72 61 64 52 85 92 64 70 64 53 77 63 66 87 137 53 52 54 116 420 53 54 69
leaf_count=98 66 77 61 75 72 61 64 52 85 92 64 70 64 53 77 63 66 87 137 53 52 54 116 420 53 54 69
internal_value=0 0.00125935 0.00106294 0.000950902 0.000485547 0.000608885 0.00131216 0.00122126 0.00118619 0.0007581 0.00100796 0.00137338 0.00134767 0.00135348 0.00120185 0.0013788 0.000437913 0.00139956 0.0013085 0.00127612 0.00114122 0.00132741 0.00125853 0.00144172 0.0011639 0.0014365 0.00115841
internal_weight=0 2090 443 318 265 193 1647 663 599 167 201 984 125 907 130 777 132 707 224 398 116 277 170 483 151 107 121
internal_count=2355 2090 443 318 265 193 1647 663 599 167 201 984 125 907 130 777 132 707 224 398 116 277 170 483 151 107 121
is_linear=0
shrinkage=0.0032998


Tree=5075
num_leaves=13
num_cat=0
split_feature=39 51 0 48 0 147 151 456 16 1212 402 1212
split_gain=0.331157 0.357546 0.314488 0.243355 0.424988 0.291927 0.260567 0.230632 0.176692 0.144373 0.203443 0.168535
threshold=0.10076500000000001 0.14163500000000004 -0.071844999999999978 0.093265000000000015 -0.074204999999999979 0.089995000000000019 -0.063609999999999986 0.088200000000000014 -0.50942999999999994 -0.075499999999999998 0.10491500000000002 -0.16927999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 6 7 -5 8 -1 11 -11 -10
right_child=2 -3 -4 4 -6 -7 -8 -9 9 10 -12 -13
leaf_value=0.018656917276277985 0.0089665897620579121 0.020620598917534393 -0.0091981120621546768 -0.001072269471821762 -0.0090311172729858162 -0.0010007370230508432 0.013866491399843113 0.020116195169062542 0.0085942766651717212 0.0091688696940246794 0.00028569470119615194 0.020688051083520904
leaf_weight=58 53 76 55 53 57 73 87 60 67 1577 77 65
leaf_count=58 53 76 55 53 57 73 87 60 67 1577 77 65
internal_value=0 0.00925644 -0.000267318 0.00885834 0.003204 0.00942087 0.00819827 0.00982138 0.00948543 0.00918658 0.00875641 0.0145632
internal_weight=0 2250 108 2174 197 1977 140 1904 1844 1786 1654 132
internal_count=2358 2250 108 2174 197 1977 140 1904 1844 1786 1654 132
is_linear=0
shrinkage=0.16829


Tree=5076
num_leaves=25
num_cat=0
split_feature=10 1 51 2 42 4 16 1446 49 16 12 3 16 16 131 49 484 484 483 51 12 3 133 16
split_gain=0.595719 0.281487 0.355947 0.482774 0.466266 0.39071 0.42404 0.267406 0.241592 0.232721 0.190376 0.184353 0.184249 0.161121 0.365138 0.136035 0.130733 0.338607 0.151678 0.148778 0.560046 0.15165 0.133169 0.0938942
threshold=-1.0000000180025095e-35 0.080270000000000022 0.10838000000000002 0.083365000000000009 1.0000000180025095e-35 -0.021234999999999997 -0.41863499999999992 0.088360000000000008 -0.005069999999999999 -0.088049999999999976 0.085465000000000013 -0.082094999999999987 -0.077879999999999991 -0.083479999999999985 0.090280000000000013 -0.0019649999999999997 -0.059599999999999993 -0.085759999999999989 0.058525000000000008 0.077225000000000016 0.090345000000000023 -0.10122999999999999 -0.015824999999999995 -0.0063399999999999993
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=9 7 3 8 5 10 -7 16 -3 -1 -5 12 -10 -13 -15 -8 17 23 19 21 -21 -18 -23 -2
right_child=1 2 -4 4 -6 6 15 -9 11 -11 -12 13 -14 14 -16 -17 18 -19 -20 20 -22 22 -24 -25
leaf_value=-0.012830037786489929 0.016283293128156649 0.016621869426587402 0.015167831404376763 0.016358521752336357 -0.0098834318937057151 0.010065500998486146 -0.013335861355553509 -0.0007974223159449578 0.018544784477968538 0.0024172899979146693 0.0031694856368342274 0.0096551363292355155 0.0061593007362019765 -0.0066650543759676521 0.0098625722187654259 -0.0022174142846242409 0.0023302861401371744 -0.0045845877558906107 0.019725397193069715 0.027337221241167959 0.0043965574693536269 0.0075015821660768534 0.012086035115164612 0.0067827556635294368
leaf_weight=52 54 84 103 74 94 64 52 66 60 62 54 85 80 87 67 79 74 58 53 61 60 293 475 67
leaf_count=52 54 84 103 74 94 64 52 66 60 62 54 85 80 87 67 79 74 58 53 61 60 293 475 67
internal_value=0 0.00793896 0.00579954 0.00470099 0.000542914 0.00358277 -0.00115102 0.00960529 0.00844207 -0.00452187 0.0108084 0.00662439 0.0114802 0.00377247 0.00051387 -0.00664456 0.0101813 0.00596557 0.0109223 0.010436 0.0159765 0.00963761 0.0103394 0.0110375
internal_weight=0 2244 983 880 417 323 195 1261 463 114 128 379 140 239 154 131 1195 179 1016 963 121 842 768 121
internal_count=2358 2244 983 880 417 323 195 1261 463 114 128 379 140 239 154 131 1195 179 1016 963 121 842 768 121
is_linear=0
shrinkage=0.16829


Tree=5077
num_leaves=18
num_cat=0
split_feature=1 1 16 14 151 159 3 3 15 2 151 3 15 15 3 155 12
split_gain=18.5827 3.68184 2.42674 2.09985 1.30897 1.7683 1.28128 0.991228 0.755998 0.674162 0.704711 0.376243 0.357272 0.311387 0.462996 0.297606 0.0568748
threshold=0.12500000000000003 0.096255000000000021 0.12292000000000002 0.062655000000000016 -0.039414999999999999 0.075610000000000011 -0.12077499999999998 0.30835000000000007 -0.18708499999999997 0.12708000000000003 0.009020000000000002 -0.015794999999999997 -0.087044999999999997 -0.12640499999999996 -0.081024999999999986 0.098655000000000007 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 12 11 -1 8 -2 10 13 16 -3 -8 -15 -4 -6
right_child=7 2 15 -5 5 -7 9 -9 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0011469256118651395 0.0003950359677492172 0.0005962520526196966 0.0014483214895680858 0.0021399071568050337 0.0015946864345947527 0.00069240617635713041 0.0017786336254026344 0.00014759306096970539 0.00086968544862092538 0.0011881167798110657 0.0012108502369375289 0.001194106332418905 0.00097347661578479493 0.0016281093589617917 0.0015022996808083846 0.0017873544892257171 0.0014299126972333002
leaf_weight=87 75 54 53 66 52 52 90 69 72 52 57 69 57 768 565 65 55
leaf_count=87 75 54 53 66 52 52 90 69 72 52 57 69 57 768 565 65 55
internal_value=0 0.00149027 0.00122722 0.0015616 0.00108504 0.00122839 0.001538 0.000474534 0.000627757 0.00156019 0.00157324 0.00138655 0.000790279 0.00158773 0.00157481 0.00163538 0.00151032
internal_weight=0 2142 457 1685 339 228 1619 216 147 1532 1480 176 111 1423 1333 118 107
internal_count=2358 2142 457 1685 339 228 1619 216 147 1532 1480 176 111 1423 1333 118 107
is_linear=0
shrinkage=0.0032998


Tree=5078
num_leaves=24
num_cat=0
split_feature=1 1 52 52 3 4 4 4 16 52 52 3 3 1 16 16 157 133 52 43 16 52 3
split_gain=41.1105 8.50015 5.49785 2.48667 2.40442 2.4632 1.45581 1.45525 0.916753 0.915377 0.624552 0.82463 0.704674 0.463184 0.359116 0.38506 0.294816 0.233799 0.159493 0.140552 0.270604 0.146532 0.111265
threshold=0.12048000000000002 0.098370000000000027 -0.41304999999999997 -0.023474999999999996 0.30112000000000005 0.42405000000000009 0.27834500000000006 0.005935000000000001 -0.076489999999999989 0.033770000000000008 0.28251000000000009 -0.14162499999999997 -0.091869999999999993 0.089790000000000023 -0.10803999999999998 -0.0037949999999999993 -0.027269999999999996 0.076280000000000014 -0.083939999999999987 -1.0000000180025095e-35 -0.096104999999999982 0.087555000000000008 -0.082404999999999992
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=1 7 -3 18 5 -2 -5 8 13 14 11 -10 -13 19 -9 -16 -14 -11 -4 20 -1 -21 -22
right_child=4 2 3 6 -6 -7 -8 9 10 17 -12 12 16 -15 15 -17 -18 -19 -20 21 22 -23 -24
leaf_value=0.0026101208066147503 0.0012290020553017045 0.0023969875559963559 0.00092233649550416813 0.0019683539827298128 0.00017695394413189767 0.00044853547113888286 0.001357892792149282 0.0020063496281560443 0.0025662761260702685 0.0023386584524187994 0.0018959718937974965 0.0018848386765674577 0.0023003229369970833 0.0020718563264859879 0.0014962514834958459 0.001894505030469219 0.0021425671417610904 0.002037564080220473 0.0011687497083753442 0.0021492536224014341 0.0023172947694831709 0.0023735693025461651 0.0024619103992385488
leaf_weight=58 100 81 52 91 74 79 81 75 59 65 91 92 209 70 52 57 383 55 70 66 232 74 92
leaf_count=58 100 81 52 91 74 79 81 75 59 65 91 92 209 70 52 57 383 55 70 66 232 74 92
internal_value=0 0.00208591 0.00163515 0.00142513 0.000677864 0.000884747 0.00168107 0.00218359 0.00222797 0.00197529 0.00215691 0.00218882 0.00215621 0.00232803 0.00182793 0.00170484 0.00219832 0.00220095 0.00106401 0.00236232 0.00239677 0.00226807 0.00235847
internal_weight=0 2105 375 294 253 179 172 1730 1426 304 834 743 684 592 184 109 592 120 122 522 382 140 324
internal_count=2358 2105 375 294 253 179 172 1730 1426 304 834 743 684 592 184 109 592 120 122 522 382 140 324
is_linear=0
shrinkage=0.0032998


Tree=5079
num_leaves=26
num_cat=0
split_feature=1 16 14 2 43 1 52 2 12 160 160 2 1 16 16 52 1 1 15 13 16 12 12 2 52
split_gain=0.72607 0.208378 0.429477 0.252512 0.490467 0.237701 0.279118 0.252613 0.207977 0.19396 0.208309 0.18266 0.178934 0.171509 0.210094 0.18405 0.168874 0.384822 0.280728 0.217537 0.15835 0.141107 0.14095 0.122209 0.123211
threshold=0.12072500000000001 -0.011694999999999999 0.023790000000000002 0.081685000000000021 -0.11278499999999998 0.085265000000000021 -0.013014999999999999 0.08400500000000001 0.084345000000000017 -0.092739999999999975 1.0000000180025095e-35 0.10981000000000002 0.10423500000000001 -0.49181999999999998 -0.085314999999999988 -0.062629999999999977 0.10354000000000001 0.11230000000000001 -0.040504999999999992 -0.050754999999999995 -0.0032799999999999995 0.087675000000000017 0.086455000000000018 0.084895000000000012 0.093245000000000008
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=1 2 5 12 -5 7 -7 -1 -9 -6 11 20 21 -2 -15 -16 18 -18 -8 -20 -11 -3 -12 -10 -25
right_child=13 3 -4 4 9 6 16 8 23 10 22 -13 -14 14 15 -17 17 -19 19 -21 -22 -23 -24 24 -26
leaf_value=0.0038264937388406838 0.0083624272682128048 0.023321520437607716 0.025516395899658942 -0.0061442535503344001 0.016956307529590833 -0.00056494376424032395 -0.0013286743969785572 0.020823872923527092 0.018549670579559238 -8.3208352904218892e-06 0.016546000506320813 -0.0020262995732376037 0.005086313583207225 -0.0095870273717514436 -0.003654097252831022 0.0094044717313940956 0.024698553873002509 0.004543890156141709 0.0043541412141602049 0.016462451893933736 0.0096780141944058356 0.011573810666525986 0.0064707442249852844 0.0091900483413425091 0.014435567336381006
leaf_weight=94 55 53 55 83 58 101 78 88 73 68 81 95 54 71 72 53 56 52 79 91 158 66 78 340 206
leaf_count=94 55 53 55 83 58 101 78 88 73 68 81 95 54 71 72 53 56 52 79 91 158 66 78 340 206
internal_value=0 0.00963344 0.0109379 0.00747413 0.00588486 0.0102991 0.00722661 0.0120497 0.0131405 0.00774399 0.0066271 0.00415099 0.0131686 5.0996e-05 -0.00227213 0.00186836 0.00944219 0.0150111 0.00700977 0.0108462 0.00675559 0.0168211 0.0116147 0.0120453 0.0111724
internal_weight=0 2107 1313 794 621 1258 457 801 707 538 480 321 173 251 196 125 356 108 248 170 226 119 159 619 546
internal_count=2358 2107 1313 794 621 1258 457 801 707 538 480 321 173 251 196 125 356 108 248 170 226 119 159 619 546
is_linear=0
shrinkage=0.16829


Tree=5080
num_leaves=25
num_cat=0
split_feature=1 12 2 123 4 2 2 2 4 4 2 42 4 2 16 4 4 133 133 2 12 160 43 43
split_gain=13.5466 3.34282 2.48251 1.84665 1.19835 1.0894 1.43012 0.933256 0.68651 0.679077 0.772413 0.698883 0.526684 0.429977 0.393073 0.316037 0.283012 0.261971 0.256047 0.351078 0.325897 0.418045 0.202917 0.191611
threshold=0.104035 1.0000000180025095e-35 0.11500500000000001 1.0000000180025095e-35 0.043850000000000007 0.14530500000000005 -0.007134999999999999 0.11144000000000001 -0.013024999999999998 -0.082634999999999986 0.10124000000000001 0.085790000000000019 -0.080874999999999989 0.089775000000000008 -0.10803999999999998 0.40945500000000007 -0.26545999999999997 -0.010819999999999998 -1.0000000180025095e-35 0.091250000000000012 0.081420000000000006 0.061600000000000009 -0.0059699999999999987 -0.07088499999999999
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 5 8 4 9 6 -2 -8 -3 10 11 16 -11 -6 23 -9 -1 -18 19 22 -20 -22 -14 -15
right_child=1 2 -4 -5 13 -7 7 15 -10 12 -12 -13 18 14 -16 -17 17 -19 20 -21 21 -23 -24 -25
leaf_value=0.0018813211007143379 0.00038819207934961942 0.0018382415012361613 0.00071754379571299491 0.0010009148029121184 0.0016002418010016965 0.0003144997180887472 0.0012613062475761573 0.00095000840944336822 0.0013267444948687666 0.0013076019215528033 0.001352207275622478 0.002036801906230414 0.0018887783979268692 0.0015317997352228582 0.0010776136068616558 0.00062805595534930745 0.0017510700573946569 0.0015330243576218633 0.0013297620407127829 0.0014688378044712253 0.001516714408559474 0.0017744448668865704 0.0016490150433760187 0.0012563600958066703
leaf_weight=61 67 53 57 71 52 60 68 66 64 103 65 73 61 53 79 69 109 146 85 85 525 81 121 63
leaf_count=61 67 53 57 71 52 60 68 66 64 103 65 73 61 53 79 69 109 146 85 85 525 81 121 63
internal_value=0 0.000913034 0.00128338 0.00152409 0.00154515 0.000717652 0.00080711 0.000945201 0.00155875 0.00158002 0.0016876 0.00174355 0.00153396 0.00133112 0.00125917 0.000785716 0.00167569 0.00162637 0.00155826 0.0016467 0.00152403 0.00155122 0.00172957 0.00138251
internal_weight=0 504 174 1833 1762 330 270 203 117 1515 454 389 1061 247 195 135 316 255 958 267 691 606 182 116
internal_count=2337 504 174 1833 1762 330 270 203 117 1515 454 389 1061 247 195 135 316 255 958 267 691 606 182 116
is_linear=0
shrinkage=0.0032998


Tree=5081
num_leaves=9
num_cat=0
split_feature=3 3 0 15 1375 1429 0 156
split_gain=0.484874 0.315509 0.389302 0.334642 0.267617 0.243344 0.235854 0.200286
threshold=0.31370500000000007 -0.22740999999999997 0.09395000000000002 -0.43457999999999991 -0.092319999999999985 -0.08262499999999999 -0.18901999999999997 0.087380000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=0.018478142895322812 -0.0051306134161422509 -0.0017257479488393167 -0.0052911410667536877 -0.0025666560547450211 0.020691439139089222 0.017955585540151166 0.0092505505688099555 0.003002428173190996
leaf_weight=90 74 84 58 54 53 82 1682 160
leaf_count=90 74 84 58 54 53 82 1682 160
internal_value=0 0.00869783 0.00829193 0.00866527 0.00909592 0.00941538 0.00910383 0.0087088
internal_weight=0 2263 2173 2115 2031 1977 1924 1842
internal_count=2337 2263 2173 2115 2031 1977 1924 1842
is_linear=0
shrinkage=0.16829


Tree=5082
num_leaves=24
num_cat=0
split_feature=1 2 2 2 39 4 2 4 1 159 0 1 4 4 4 4 51 1213 2 1 402 4 2
split_gain=15.9076 4.01187 1.74622 1.93695 1.35188 0.891759 0.878661 0.761282 0.659625 0.466763 0.404517 0.815841 0.40283 0.296396 0.345602 0.287203 0.241036 0.252902 0.203519 0.19263 0.180551 0.163301 0.156368
threshold=0.104035 0.13880500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.081875000000000017 -0.014099999999999998 0.10836000000000003 -0.082634999999999986 0.092550000000000007 0.082585000000000006 -0.10120999999999998 0.08617000000000001 0.056640000000000003 -0.081079999999999985 0.043850000000000007 -0.05461499999999999 0.077225000000000016 -0.082144999999999982 0.12051500000000002 0.14262000000000002 -1.0000000180025095e-35 -0.0049999999999999984 0.08542000000000001
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 -2 -4 6 -5 7 16 -6 10 11 -9 15 -12 -15 -8 17 -1 -7 -3 -19 -11 -22
right_child=1 19 3 5 8 18 12 9 -10 21 13 -13 -14 14 -16 -17 -18 20 -20 -21 22 -23 -24
leaf_value=0.0022119803203302577 0.00097858251722701076 0.00080788390470420794 0.0019067992214420631 0.0016871217108968247 0.0017841678833667375 0.0012986311051302942 0.001614617141604545 0.0019131684457295291 0.0012546715860550922 0.001950290102474413 0.0017022437255478666 0.0013889021115073069 0.001442382085515213 0.0019306849576704527 0.001665094775586686 0.0019529635416341811 0.002235370325639138 0.0017930420085201914 0.0010494118365653926 0.00053205261508836358 0.0021046231263150742 0.0021717549408864123 0.001928879275129029
leaf_weight=63 90 59 91 56 52 92 54 77 52 81 87 57 54 699 60 60 70 52 62 54 117 76 122
leaf_count=63 90 59 91 56 52 92 54 77 52 81 87 57 54 699 60 60 70 52 62 54 117 76 122
internal_value=0 0.00122463 0.00138299 0.00150379 0.00188681 0.00132899 0.00190887 0.00193343 0.00151976 0.00188854 0.0018614 0.00169042 0.00168051 0.00188844 0.00190974 0.001793 0.00205371 0.00201769 0.00119852 0.000676383 0.00197551 0.00205772 0.00201506
internal_weight=0 504 391 301 1833 210 1729 1561 104 1137 980 134 168 846 759 114 424 354 154 113 291 157 239
internal_count=2337 504 391 301 1833 210 1729 1561 104 1137 980 134 168 846 759 114 424 354 154 113 291 157 239
is_linear=0
shrinkage=0.0032998


Tree=5083
num_leaves=13
num_cat=0
split_feature=151 13 4 41 1446 480 483 484 43 484 156 11
split_gain=0.354036 0.542433 0.364865 0.267425 0.234091 0.289547 0.222982 0.159852 0.428866 0.264598 0.15257 0.12079
threshold=0.009020000000000002 -0.026084999999999997 0.51400500000000016 0.075585000000000013 0.083715000000000026 0.086995000000000017 -0.095689999999999983 -0.067754999999999996 -0.074719999999999995 -0.0042999999999999991 0.10788500000000002 0.076270000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -8 -9 -11 -5
right_child=1 -3 -4 11 5 -7 7 9 -10 10 -12 -13
leaf_value=0.01775896093830797 0.0095429445903104683 -0.012640533297857318 -0.0031704119461677936 0.022816802188036722 0.020682413070396671 0.0070993841495019215 0.0098478501325274716 0.019870651155241902 -0.0098268621769347538 0.0073509889070264758 0.014433504119356471 0.011791310449974458
leaf_weight=65 69 57 71 54 97 83 79 53 52 1504 92 61
leaf_count=65 69 57 71 54 97 83 79 53 52 1504 92 61
internal_value=0 -0.00047818 0.00867966 0.00907366 0.00862353 0.0144291 0.00805616 0.00770084 0.00202433 0.0081507 0.00776038 0.0169841
internal_weight=0 126 2211 2140 2025 180 1845 1780 131 1649 1596 115
internal_count=2337 126 2211 2140 2025 180 1845 1780 131 1649 1596 115
is_linear=0
shrinkage=0.16829


Tree=5084
num_leaves=16
num_cat=0
split_feature=4 10 150 0 150 0 4 16 1427 51 15 16 133 40 16
split_gain=10.0685 2.78002 1.61835 2.12771 0.990916 1.19133 0.922555 0.482898 0.45236 0.527286 0.347943 0.303345 0.229378 0.194426 0.21765
threshold=0.30163500000000004 -1.0000000180025095e-35 0.082965000000000025 -0.11242999999999999 -0.084634999999999988 -0.14989499999999997 0.036620000000000007 -0.14483499999999996 0.082040000000000016 0.11548000000000001 -0.032704999999999991 -0.16238499999999997 0.085720000000000018 -0.049804999999999995 -0.50393499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 8 13 9 -7 11 -8 -5 -2 -15
right_child=7 2 3 12 5 6 10 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=0.00052734351473590049 0.00038565367354331917 0.00083009430137457902 0.00054371786631604785 0.0010744937030290956 0.0016207841007874263 0.0012710217327515571 0.0013161001328506417 0.00020080526756850164 0.0015626853538033756 0.0010233015690285141 0.00080625447658259583 0.0010333073455324102 0.0013507215281849615 0.00050331303477894331 0.00078136760160577772
leaf_weight=69 56 64 90 76 90 1223 58 57 54 103 52 156 61 74 54
leaf_count=69 56 64 90 76 90 1223 58 57 54 103 52 156 61 74 54
internal_value=0 0.00117961 0.0012018 0.000938593 0.00123497 0.00124987 0.00122957 0.000467167 0.001264 0.00125181 0.00105085 0.00111012 0.00119774 0.00054949 0.000620893
internal_weight=0 2096 2027 227 1800 1736 1646 241 1380 1326 266 214 137 184 128
internal_count=2337 2096 2027 227 1800 1736 1646 241 1380 1326 266 214 137 184 128
is_linear=0
shrinkage=0.0032998


Tree=5085
num_leaves=27
num_cat=0
split_feature=1 52 2 1 12 1 12 12 52 49 13 0 52 2 475 475 1 1210 2 13 43 0 0 52 13 13
split_gain=16.0353 3.79854 2.08093 1.42345 1.17752 0.878954 1.0539 1.00479 0.82076 0.675703 0.548203 0.531913 0.620184 0.423215 0.350024 0.386762 0.336418 0.297242 0.339725 0.295984 0.228009 0.176426 0.147864 0.115445 0.102809 0.0482326
threshold=0.10141500000000002 -0.41304999999999997 0.10161500000000002 0.12541500000000003 0.11769500000000001 0.089475000000000013 0.088005000000000014 0.091515000000000013 -0.082824999999999996 0.082865000000000008 -0.0042049999999999995 -0.14989499999999997 0.11232500000000002 -1.0000000180025095e-35 -0.085684999999999997 -0.081219999999999987 0.12640500000000002 -1.0000000180025095e-35 0.096425000000000025 -0.079299999999999995 -0.069824999999999984 -0.077959999999999988 -0.14582499999999995 -0.021489999999999995 -0.084024999999999975 -0.044684999999999996
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=4 -2 3 13 5 7 23 11 -4 17 16 -1 14 -3 -13 -16 -10 -9 25 -8 -11 -21 -12 -7 -14 -19
right_child=1 2 8 -5 -6 6 19 9 10 20 22 12 24 -15 15 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0018325818835079604 0.0015122086743157566 0.00095476719187172925 0.00017003243626203339 0.00058051304931799907 0.00096632480898064697 0.0011463924547275338 0.0016299220552643094 0.0012286627809376819 0.00064675141415506212 0.00099914698832418271 0.00066725033620305594 0.0017863146146882198 0.0013968171142092443 0.0013392705274436613 0.0012918771830247716 0.001563029198144175 0.00032050372379213791 0.0015300140839934087 0.0013488203642881271 0.0012001283682714855 0.0012952745734649575 0.0014543469835993582 0.00091120185868734838 0.00092339968637494515 0.0011810632582514222 0.0016742594817890522
leaf_weight=70 74 55 54 66 54 54 65 57 68 60 55 71 52 75 64 717 71 53 95 52 57 78 57 53 52 73
leaf_count=70 74 55 54 66 54 54 65 57 68 60 55 71 52 75 64 717 71 53 95 52 57 78 57 53 52 73
internal_value=0 0.000813931 0.000710722 0.000976234 0.00144806 0.00146314 0.00130059 0.00149766 0.000539983 0.00135554 0.000619434 0.00155235 0.00153179 0.00117687 0.00156135 0.00154085 0.00048036 0.00144457 0.00150009 0.00144544 0.00114372 0.00135293 0.000791719 0.00103627 0.00128928 0.00161386
internal_weight=0 575 501 196 1777 1723 302 1421 305 395 251 1026 956 130 852 781 139 278 221 195 117 130 112 107 104 126
internal_count=2352 575 501 196 1777 1723 302 1421 305 395 251 1026 956 130 852 781 139 278 221 195 117 130 112 107 104 126
is_linear=0
shrinkage=0.0032998


Tree=5086
num_leaves=20
num_cat=0
split_feature=4 3 150 43 3 15 43 43 4 1419 15 3 49 1429 15 3 1213 157 49
split_gain=20.335 6.41542 3.87776 2.88149 1.58293 1.36113 0.731667 0.567821 0.42951 0.426687 0.400678 0.398334 0.32063 0.309973 0.290619 0.273291 0.215893 0.177741 0.0956706
threshold=0.30163500000000004 -0.065259999999999999 0.089155000000000012 -0.049364999999999992 0.10812000000000001 -0.41606999999999994 0.0054600000000000004 -0.072864999999999985 0.03851000000000001 0.086325000000000013 -0.025694999999999999 -0.080884999999999985 -0.047749999999999994 0.084770000000000012 -1.0000000180025095e-35 -0.086049999999999988 1.0000000180025095e-35 -0.083699999999999983 0.090140000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 10 6 7 14 -2 9 12 -3 -10 -1 15 -5 16 -14 -17 -13
right_child=5 2 -4 4 -6 -7 -8 -9 11 -11 -12 18 13 -15 -16 17 -18 -19 -20
leaf_value=0.0015954947203466001 0.00062623533712895393 0.0012517592465426911 0.00065878105983303186 0.0018014388179200633 0.0012852554047959959 0.00039610442632101071 0.0015381806383144561 0.0010480801900376042 0.0018151749606630011 0.002120853703309244 0.00089841370160794885 0.0016188206709446364 0.0018708406159672294 0.001582413672487367 0.0020907410082328429 0.0016103833139549416 0.0020926958675149755 0.0018090102682429923 0.0014105920587548766
leaf_weight=73 55 92 70 82 85 98 73 97 95 52 58 54 441 57 76 57 57 628 52
leaf_count=73 55 92 70 82 85 98 73 97 95 52 58 54 441 57 76 57 57 628 52
internal_value=0 0.00169573 0.00138385 0.00149269 0.00167169 0.000699982 0.00181373 0.000895671 0.00180246 0.00182369 0.00111537 0.00165811 0.0018119 0.00182461 0.00194082 0.00183625 0.0018963 0.00179253 0.001517
internal_weight=0 2102 536 466 316 250 231 152 1566 1365 150 201 1313 1240 158 1183 498 685 106
internal_count=2352 2102 536 466 316 250 231 152 1566 1365 150 201 1313 1240 158 1183 498 685 106
is_linear=0
shrinkage=0.0032998


Tree=5087
num_leaves=20
num_cat=0
split_feature=3 3 43 150 12 12 3 3 43 12 42 11 42 1210 3 42 3 3 12
split_gain=12.414 5.9213 2.58671 1.41343 1.14436 1.25624 0.93731 0.905764 1.58949 0.587457 0.531612 0.638469 0.51132 0.507756 0.605527 0.438922 0.31722 0.287291 0.245841
threshold=0.30112000000000005 -0.068254999999999982 -0.040789999999999993 0.084925000000000014 0.10597500000000001 0.054520000000000006 -0.012769999999999998 0.10812000000000001 0.0066850000000000008 0.083785000000000012 0.08648500000000002 0.078065000000000009 0.10273000000000002 -0.0061249999999999994 -0.087244999999999975 -1.0000000180025095e-35 -0.08841499999999998 0.045635000000000002 0.091325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 7 5 -1 12 8 17 16 11 18 -3 -12 -15 -6 -7 -4 -11
right_child=-2 2 3 -5 15 9 -8 -9 -10 10 13 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.001153682372804987 0.00030983399155015624 0.001312497227838034 0.0016386965066280419 0.00092872083939863454 0.0015083265409185477 0.0020895052695284536 0.00075637235380276936 0.0012127909630647977 0.0012771173095531508 0.0017256219874440743 0.001850635505145053 0.0020147007415480416 0.00091796886070519984 0.0012597102475390635 0.001593661296707772 0.0011039099391047156 0.0017246661115689153 0.0019375126143774638 0.0015774312431574412
leaf_weight=52 95 97 60 53 65 56 102 84 96 482 71 73 58 69 466 55 52 93 173
leaf_count=52 95 97 60 53 65 56 102 84 96 482 71 73 58 69 466 55 52 93 173
internal_value=0 0.00152799 0.00125997 0.00143096 0.00163474 0.00165974 0.00100302 0.00151079 0.00161118 0.00167796 0.00165881 0.00171949 0.00116509 0.00158586 0.00155066 0.00132326 0.00191417 0.00182056 0.00168654
internal_weight=0 2257 643 386 1614 1494 257 333 249 1442 1334 728 155 606 535 120 108 153 655
internal_count=2352 2257 643 386 1614 1494 257 333 249 1442 1334 728 155 606 535 120 108 153 655
is_linear=0
shrinkage=0.0032998


Tree=5088
num_leaves=26
num_cat=0
split_feature=3 14 42 13 16 43 43 13 42 43 132 13 156 16 3 3 16 42 12 16 16 12 16 13 3
split_gain=0.57325 0.44241 0.304546 0.607172 0.46558 0.25407 0.350962 0.503551 0.58012 0.274733 0.221749 0.20615 0.201724 0.306332 0.175058 0.49356 0.168908 0.155805 0.156156 0.142567 0.127457 0.112792 0.295455 0.162237 0.0463701
threshold=0.10323000000000002 0.062655000000000016 0.08648500000000002 -0.026884999999999996 -0.09391999999999999 -0.14044999999999999 -0.0083249999999999973 -0.011834999999999998 -0.034284999999999989 0.26667500000000005 0.08696000000000001 -0.085784999999999986 0.096220000000000014 -0.0043999999999999994 0.12991000000000003 0.30112000000000005 -0.075779999999999986 0.084715000000000013 0.084290000000000018 -0.42618999999999996 -0.08422499999999998 0.094435000000000005 0.14091500000000004 -0.070174999999999987 -0.097094999999999987
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=1 2 5 4 11 24 7 17 10 12 -9 19 13 -8 -2 -16 20 18 -7 -4 -6 22 -18 -23 -1
right_child=14 -3 3 -5 16 6 9 8 -10 -11 -12 -13 -14 -15 15 -17 21 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.017904598187722075 -0.0028013832659374428 0.026012229839127259 0.013433760013270915 -0.0055007523732342961 0.014680741015459721 0.016691940435334944 0.016863907669297584 0.014893508530295738 -0.0052814365229329795 0.0078332472449519457 0.0021104538690570212 -0.0041274108852920183 0.0089561295851777606 0.027945330572223512 0.020312591322814138 2.3348831651009988e-05 0.011006685031736081 0.020811620098825586 0.0072427004906415425 0.0014427156191645387 0.025510655510798026 0.0030819790228454776 0.023015429651984692 0.013676125142716022 0.024117378325838122
leaf_weight=74 72 72 62 65 79 116 254 125 95 83 56 61 55 99 53 95 232 99 88 52 52 80 78 85 70
leaf_count=74 72 72 62 65 79 116 254 125 95 83 56 61 55 99 53 95 232 99 88 52 52 80 78 85 70
internal_value=0 0.0130218 0.0125668 0.0101084 0.0114098 0.0142786 0.0133808 0.0105656 0.00535557 0.0166969 0.0109485 0.00374938 0.0184956 0.0199768 0.00398675 0.00730123 0.013619 0.0153055 0.0126246 0.00797992 0.0189934 0.012133 0.014034 0.00855046 0.0209372
internal_weight=0 2132 2060 846 781 1214 1070 579 276 491 181 175 408 353 220 148 606 303 204 114 131 475 310 165 144
internal_count=2352 2132 2060 846 781 1214 1070 579 276 491 181 175 408 353 220 148 606 303 204 114 131 475 310 165 144
is_linear=0
shrinkage=0.16829


Tree=5089
num_leaves=24
num_cat=0
split_feature=4 157 1 52 2 13 14 13 0 2 1447 1 2 4 12 12 12 2 4 4 151 4 4
split_gain=0.868708 0.267003 0.399648 0.380652 0.306439 0.255872 0.405013 0.268489 0.243846 0.288499 0.35297 0.260737 0.472944 0.324002 0.257513 0.244922 0.231588 0.335687 0.273283 0.15567 0.120882 0.0647662 0.0558753
threshold=0.30163500000000004 -0.081889999999999991 0.092860000000000012 0.51400500000000016 0.086865000000000012 -0.15714499999999998 -0.41076499999999994 -1.0000000180025095e-35 -0.14216999999999999 0.090175000000000019 -0.085804999999999979 0.081315000000000012 0.10904500000000002 0.053010000000000009 0.08784500000000002 0.054520000000000006 0.084055000000000005 -0.0091949999999999983 -0.087839999999999988 0.10947000000000003 -0.0052199999999999989 -0.047714999999999987 -0.0025749999999999996
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=1 2 4 8 -1 -2 -7 -8 15 10 -10 13 -13 14 -11 22 17 -12 -18 -15 -6 -14 -3
right_child=5 3 -4 -5 20 6 7 -9 9 11 16 12 21 19 -16 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0009189604098435491 0.010330477384938978 0.017754519693107974 -0.0067028043375759834 -0.0013744303352805224 0.0085712821387369624 0.0097319456148288012 -0.016766575497395637 -0.001281527614528507 0.00012674885350818688 0.024489260265690094 0.0088397968150294177 -0.010122781751153491 0.013613587347330078 -0.00024561527709767843 0.011715476286463428 0.027579985793923782 0.022927299825488686 0.024423604562593695 0.011925004068470331 0.010965193584375785 0.019520883374542216 0.0053310877468989906 0.010118019433533677
leaf_weight=52 60 55 55 59 53 56 52 82 53 53 57 52 53 88 298 56 71 128 684 58 64 56 57
leaf_count=52 60 55 55 59 53 56 52 82 53 53 57 52 53 88 298 56 71 128 684 58 64 56 57
internal_value=0 0.0112457 0.00573829 0.0119017 0.0097978 0.000744295 -0.00227346 -0.00730406 0.0123333 0.0117087 0.0135232 0.00896775 0.00306631 0.0108759 0.0136494 0.0184601 0.0142766 0.0196318 0.012962 0.00419569 0.0145762 0.00937484 0.0138841
internal_weight=0 2102 224 1878 169 250 190 134 1819 1651 993 658 161 497 351 168 940 185 755 146 117 109 112
internal_count=2352 2102 224 1878 169 250 190 134 1819 1651 993 658 161 497 351 168 940 185 755 146 117 109 112
is_linear=0
shrinkage=0.16829


Tree=5090
num_leaves=21
num_cat=0
split_feature=2 4 12 123 11 133 2 11 0 42 4 2 0 43 1212 42 2 0 0 52
split_gain=15.4439 5.37435 3.16429 2.16167 1.43217 1.31281 1.31637 1.30576 1.08007 0.884233 0.773254 0.63192 0.788762 0.351797 0.269003 0.257932 0.241247 0.237608 0.172183 0.0349447
threshold=0.11366500000000002 0.36766000000000004 -0.011819999999999999 0.089295000000000013 1.0000000180025095e-35 0.022390000000000004 0.14307 0.085155000000000022 -0.074754999999999988 -0.010169999999999998 -0.082869999999999985 0.090225000000000014 -0.13513499999999998 -0.090419999999999986 0.037395000000000005 0.084175000000000014 0.09580000000000001 -0.069074999999999984 -0.078269999999999992 0.084105000000000013
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 2 9 5 10 6 8 -6 -2 -1 14 13 -13 -12 16 -15 18 -14 -4 -16
right_child=3 -3 4 -5 7 -7 -8 -9 -10 -11 11 12 17 15 19 -17 -18 -19 -20 -21
leaf_value=0.0013263727191692792 0.00057441479005274814 0.00061338108256949809 0.0015271142387093106 0.00013460283764708646 0.0021682573561699961 0.0011323597955948796 0.00027487832293886417 0.001461610299725668 0.0011092319043394009 0.000796636570677877 0.0012535188954938899 0.00091462233397822965 0.0013869433402810792 0.0015648042377838743 0.0016508987400904705 0.0014329276665850372 0.0017159230323743229 0.0011454888551737591 0.0013101468796670715 0.0017891481597680794
leaf_weight=52 92 93 146 68 59 86 70 56 75 103 86 52 311 259 53 474 55 54 59 52
leaf_count=52 92 93 146 68 59 86 70 56 75 103 86 52 311 259 53 474 55 54 59 52
internal_value=0 0.00138829 0.00142678 0.000669966 0.00146761 0.000782566 0.000655487 0.00182446 0.000814813 0.000974582 0.00144195 0.00140229 0.00129695 0.00145588 0.00157618 0.00147957 0.00151809 0.00135132 0.00146484 0.0017197
internal_weight=0 1964 1871 391 1716 323 237 115 167 155 1601 1236 417 819 365 733 260 365 205 105
internal_count=2355 1964 1871 391 1716 323 237 115 167 155 1601 1236 417 819 365 733 260 365 205 105
is_linear=0
shrinkage=0.0032998


Tree=5091
num_leaves=27
num_cat=0
split_feature=1 1 12 131 1 3 12 13 42 4 0 42 0 3 0 43 43 13 42 160 3 1212 1 12 43 0
split_gain=18.7918 1.9603 1.44693 1.42452 0.970531 1.03731 0.928784 0.65273 0.713968 0.637384 0.408405 0.638995 0.372537 0.349887 0.322595 0.362766 0.317907 0.223568 0.358804 0.323098 0.307927 0.173732 0.199845 0.148156 0.126281 0.101517
threshold=0.10752500000000002 0.11869500000000001 0.077755000000000005 0.090280000000000013 0.092415000000000011 -0.0072299999999999994 0.085090000000000013 -0.28558999999999996 0.095650000000000013 -0.082869999999999985 -0.087454999999999991 0.087075000000000014 -0.14822499999999997 0.0075150000000000008 -0.071844999999999978 -0.09583499999999999 -0.042649999999999993 0.0019650000000000002 0.084175000000000014 -0.077609999999999985 -0.082039999999999988 0.040035000000000008 0.079865000000000019 -0.007389999999999999 0.024635000000000004 -0.081224999999999978
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 6 4 7 12 -6 13 -3 -9 10 -4 21 -1 -2 15 -11 -16 18 19 -17 -20 22 25 -14 -18 -12
right_child=1 3 9 -5 5 -7 -8 8 -10 14 11 -13 23 -15 16 17 24 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.001771567397342024 0.00070909092432937769 0.00022307194425212132 0.0019804575194789127 0.001114570366363622 0.00082025996464967974 0.001398523609648584 0.0013937421649965326 0.00081806031919394722 0.00035020366123202627 0.0013949885246755367 0.0017156178109598204 0.0013572732317227245 0.0015506160445896114 0.0010897748226944522 0.0016125533772758693 0.0019537754943124625 0.0012230294030152501 0.0014505952919546476 0.0014910754339589431 0.0016823749271925917 0.0016549459298808224 0.001898111516079722 0.0018548917555636011 0.0013150698240139921 0.0014585148472625491 0.0015172699553425808
leaf_weight=57 52 57 68 57 54 92 71 93 58 78 68 52 69 55 89 66 53 71 191 197 398 76 67 56 53 57
leaf_count=57 52 57 68 57 54 92 71 93 58 78 68 52 69 55 89 66 53 71 191 197 398 76 67 56 53 57
internal_value=0 0.000832087 0.00158653 0.000651859 0.00138633 0.00118489 0.00110021 0.000524889 0.000638587 0.00162797 0.00174512 0.001695 0.00154773 0.000905099 0.00158994 0.0016142 0.00146518 0.00163269 0.00164782 0.00175062 0.00160187 0.0017604 0.0017057 0.00144537 0.0013411 0.00162545
internal_weight=0 443 1912 265 328 146 178 208 151 1584 388 320 182 107 1196 1001 195 923 852 263 589 268 192 125 106 125
internal_count=2355 443 1912 265 328 146 178 208 151 1584 388 320 182 107 1196 1001 195 923 852 263 589 268 192 125 106 125
is_linear=0
shrinkage=0.0032998


Tree=5092
num_leaves=20
num_cat=0
split_feature=12 12 13 15 3 3 12 0 15 475 150 0 3 0 51 3 3 12 16
split_gain=15.7792 4.73667 3.32207 2.57501 1.78263 2.27022 1.75979 0.844787 0.8369 0.61141 1.12343 0.621153 0.511133 0.500142 0.40328 0.317606 0.242622 0.219096 0.106003
threshold=0.077755000000000005 0.13820000000000002 -0.00038499999999999998 -0.17677499999999999 -0.046329999999999989 0.10812000000000001 -0.094939999999999983 -0.097414999999999988 -1.0000000180025095e-35 -0.083449999999999983 0.089910000000000018 -0.078964999999999994 -0.12595999999999999 -0.097074999999999981 -0.085259999999999989 -0.0044449999999999993 -0.067094999999999988 0.091735000000000025 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 -4 8 -1 -8 18 14 11 12 -11 -14 -5 -9 17 -13 -6
right_child=1 -3 4 9 5 -7 7 15 -10 10 -12 16 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0013474092148476431 0.0012439144846019639 0.0008989967711192585 0.00089769862181826045 0.0022622358307678161 0.0014805271076885566 0.0010907287677774347 0.0010654249127318761 0.00077318473485118598 0.002063138678992021 0.0022226348785036902 0.0014540717033158679 0.0016560421346880315 0.0016949760565140044 0.0019392788726642529 0.0019151538850500135 0.00044362829811831861 0.0015820787350399842 0.0018500233043578561 0.0017012205381732055
leaf_weight=95 73 59 52 72 52 75 87 85 69 62 72 84 107 741 79 52 61 326 52
leaf_count=95 73 59 52 72 52 75 87 85 69 62 72 84 107 741 79 52 61 326 52
internal_value=0 0.0018191 0.00120527 0.00185145 0.00145478 0.00157144 0.000970504 0.000810499 0.00177964 0.00187908 0.00185809 0.00187912 0.00192994 0.00190849 0.00208088 0.000648355 0.00178088 0.00181037 0.00159121
internal_weight=0 1736 619 1677 300 248 319 224 173 1604 1453 1381 910 848 151 137 471 410 104
internal_count=2355 1736 619 1677 300 248 319 224 173 1604 1453 1381 910 848 151 137 471 410 104
is_linear=0
shrinkage=0.0032998


Tree=5093
num_leaves=21
num_cat=0
split_feature=2 12 475 14 49 52 49 4 12 4 49 4 156 2 156 1212 12 2 52 4
split_gain=0.524988 0.630562 0.371455 0.256926 0.250526 0.404742 0.239144 0.254875 0.269008 1.16169 0.219419 0.206879 0.196524 0.156429 0.142324 0.18228 0.131414 0.0872846 0.0803942 0.0748833
threshold=0.11366500000000002 -0.08947999999999999 -0.085684999999999997 0.076175000000000007 1.0000000180025095e-35 -0.064819999999999989 -0.014169999999999999 -0.26545999999999997 0.083705000000000016 -1.0000000180025095e-35 -0.062709999999999974 0.061375000000000006 0.085790000000000019 0.093255000000000018 0.081415000000000015 0.11930500000000001 -0.041134999999999991 0.12901000000000004 -0.081594999999999987 -0.071794999999999984
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 -2 12 6 5 -3 10 -8 9 19 13 -6 -1 18 15 -10 -11 -7 -4 -9
right_child=1 4 3 -5 11 17 7 8 14 16 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.014820726520151121 0.023022424328886095 -0.010216671126512599 0.017481764718878329 0.022121492440784297 0.0032012725609704192 0.00071478359091510393 0.021122227956355006 -0.0018235506548323372 0.011997967004870035 0.012621485820781124 -0.001055193484471757 0.017484264519357955 0.027997380083526001 0.0020061091683992983 0.019964997336865398 0.022249771014857984 0.023708107686071338 0.008955690495164214 0.009266606248373924 -0.010818321136619
leaf_weight=65 53 74 61 70 65 70 92 54 1050 67 70 52 65 52 78 52 57 77 79 52
leaf_count=65 53 74 61 70 65 70 92 54 1050 67 70 52 65 52 78 52 57 77 79 52
internal_value=0 0.00594995 0.012712 0.0120935 0.00326759 -5.79976e-05 0.0116946 0.0125145 0.0119516 0.00667035 0.00698741 0.00956462 0.0214229 0.00992896 0.0129794 0.0124833 0.0177322 0.00504367 0.0128589 -0.00625303
internal_weight=0 391 1964 1834 338 221 1764 1502 1410 230 262 117 130 192 1180 1102 124 147 140 106
internal_count=2355 391 1964 1834 338 221 1764 1502 1410 230 262 117 130 192 1180 1102 124 147 140 106
is_linear=0
shrinkage=0.16829


Tree=5094
num_leaves=24
num_cat=0
split_feature=12 4 13 4 12 12 4 15 16 0 160 13 123 0 0 12 15 43 16 13 52 52 0
split_gain=13.4816 4.36959 2.88467 2.17011 1.73086 1.32732 0.793685 0.694177 0.931535 0.663475 0.522345 0.377545 0.331823 0.309672 0.282392 0.278331 0.272274 0.460985 0.214356 0.22531 0.180842 0.133811 0.154948
threshold=0.077755000000000005 0.40124500000000002 -0.0042049999999999995 -0.030434999999999993 0.11769500000000001 -0.094329999999999983 -0.085574999999999984 -0.050699999999999995 -0.082084999999999991 1.0000000180025095e-35 0.085130000000000011 -0.081934999999999994 0.086730000000000015 -0.071844999999999978 -0.097074999999999981 0.091365000000000016 0.099325000000000011 -0.043589999999999997 -0.13895999999999997 0.0037100000000000002 0.08568000000000002 0.024560000000000002 -0.014334999999999999
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 4 5 9 6 -1 11 8 -5 -4 12 -2 -7 14 15 -8 17 -15 -16 -20 21 22 -13
right_child=1 -3 3 7 -6 10 13 -9 -10 -11 -12 20 -14 16 18 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0010160763142535378 0.0019439675166624361 0.00063569599696635553 0.0017629387450298205 0.00080941367775137101 0.0010661777501664359 0.00059685294481895846 0.0015000420045553644 0.00064809301913310079 0.0013523705649557815 0.0012437082751115614 0.0008228316463552149 0.0015072915002942824 0.00029399426135756439 0.001446919624206284 0.0017466191231372344 0.0011937629754621138 0.0015828989443271832 0.0010664069011961912 0.0015525579221480781 0.00135564279795793 0.0014933625711606442 0.0018431979191830599 0.0017598786381563384
leaf_weight=94 56 64 57 73 89 81 93 63 66 52 55 57 78 102 59 52 59 54 801 72 70 52 56
leaf_count=94 56 64 57 73 89 81 93 63 66 52 55 57 78 102 59 52 59 54 801 72 70 52 56
internal_value=0 0.00148282 0.000915443 0.00113979 0.00151523 0.000688796 0.00154045 0.000936851 0.00106747 0.00151556 0.000544873 0.00169709 0.000448502 0.00150514 0.0015283 0.00139045 0.00138899 0.00131543 0.00154971 0.00153636 0.00163811 0.00169931 0.00163278
internal_weight=0 1736 619 311 1672 308 1583 202 139 109 214 291 159 1292 1077 145 215 156 932 873 235 165 113
internal_count=2355 1736 619 311 1672 308 1583 202 139 109 214 291 159 1292 1077 145 215 156 932 873 235 165 113
is_linear=0
shrinkage=0.0032998


Tree=5095
num_leaves=15
num_cat=0
split_feature=1 123 4 1447 4 43 39 52 48 1 4 158 4 150
split_gain=15.0639 3.00034 1.91585 0.945038 0.938871 0.898962 0.840759 0.577461 0.491939 0.490206 0.613844 0.604494 0.396983 0.2108
threshold=0.11869500000000001 1.0000000180025095e-35 0.36766000000000004 -0.084334999999999979 0.27552000000000004 -0.026594999999999997 0.086670000000000011 -0.55820499999999984 0.086870000000000017 0.104035 -0.16270999999999997 0.112085 -0.010739999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 -6 -5 -2 10 -9 -12 -11 -3
right_child=4 13 -4 7 6 -7 -8 9 -10 12 11 -13 -14 -15
leaf_value=0.0013677285078102655 0.00090828905792669432 0.0009380306883779927 0.00081675588819886088 0.0016644699326248916 8.7717796483892526e-05 0.0019347834246468897 0.00058880233926415402 0.0010770383064524684 0.00048000137072101321 0.0012985340485947396 0.0013640721175861605 0.00099924823442766792 0.00092881881656782397 0.0006636968448767163
leaf_weight=67 57 62 77 55 89 57 62 96 61 67 1425 52 62 63
leaf_count=67 57 62 77 55 89 57 62 96 61 67 1425 52 62 63
internal_value=0 0.00129641 0.00132808 0.001349 0.000466434 0.00162868 0.000293694 0.00132924 0.000687185 0.00131838 0.00133454 0.00135125 0.00112111 0.000800048
internal_weight=0 2083 1958 1881 269 124 151 1757 118 1702 1573 1477 129 125
internal_count=2352 2083 1958 1881 269 124 151 1757 118 1702 1573 1477 129 125
is_linear=0
shrinkage=0.0032998


Tree=5096
num_leaves=23
num_cat=0
split_feature=1 52 51 1447 402 15 1 12 159 15 12 51 43 4 402 402 1204 155 4 43 1 15
split_gain=0.597248 0.708166 0.552526 0.364542 0.363507 0.380627 0.67727 0.500733 0.330924 0.31708 0.260191 0.215625 0.345331 0.210353 0.186626 0.319755 0.149882 0.121933 0.115735 0.106649 0.0917135 0.0576938
threshold=0.077565000000000009 -0.41304999999999997 -0.083174999999999985 -0.082869999999999985 0.081585000000000019 -0.41606999999999994 0.13584500000000002 0.095815000000000011 0.090175000000000019 0.041820000000000003 0.11721500000000001 -0.085574999999999984 -0.081639999999999976 0.17982000000000001 0.0038750000000000004 0.090045000000000014 -0.0041249999999999993 0.11814000000000001 -0.050094999999999994 -1.0000000180025095e-35 0.13368000000000005 0.085145000000000012
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 17 8 -1 5 20 7 9 -3 -7 11 12 -5 14 16 -16 -13 -2 -9 -18 -4 -17
right_child=1 2 4 10 -6 6 -8 18 -10 -11 -12 13 -14 -15 15 21 19 -19 -20 -21 -22 -23
leaf_value=0.022591465015522616 0.0251144215858633 -0.0097197536218675169 0.013465571046045404 0.028768561266538647 -0.0027024004850655157 0.0094366625921900107 -0.011150500201717001 0.025061979712786203 0.0069968410380356009 3.616050250784542e-05 0.00040185543648703424 0.016966701365677708 0.011562287747143641 0.021672178248991161 0.026741156686507585 0.0067959489272548853 0.010388975345266399 0.014226498838750597 0.013821090453804532 0.0054635480038192786 0.022937707860726044 0.014817152895539809
leaf_weight=102 61 91 69 58 85 332 52 52 53 147 52 78 78 57 55 52 493 58 54 169 52 52
leaf_count=102 61 91 69 58 85 332 52 52 53 147 52 78 78 57 55 52 493 58 54 169 52 52
internal_value=0 0.00755212 0.00607085 0.0129311 0.00771719 0.00888799 0.00723959 0.00887733 -0.00355464 0.0065555 0.0120682 0.012622 0.0189135 0.0117252 0.0110925 0.0163411 0.0099623 0.0198228 0.0193524 0.00913429 0.0175511 0.0108238
internal_weight=0 1106 987 1246 843 758 637 585 144 479 1144 1092 136 956 899 159 740 119 106 662 121 104
internal_count=2352 1106 987 1246 843 758 637 585 144 479 1144 1092 136 956 899 159 740 119 106 662 121 104
is_linear=0
shrinkage=0.16829


Tree=5097
num_leaves=26
num_cat=0
split_feature=1 3 2 2 150 1 2 2 2 481 484 1 1 3 42 13 2 51 51 484 15 15 403 42 1
split_gain=14.1506 2.74562 1.58437 1.12417 1.08054 2.01952 0.798745 0.537909 0.703042 0.436894 0.444799 0.421335 0.444709 0.368613 0.337298 0.397895 0.313066 0.426683 0.148154 0.170667 0.141584 0.13021 0.0893689 0.0759511 0.0575344
threshold=0.10538500000000002 -0.048154999999999996 0.14307 0.114165 0.081245000000000026 0.081315000000000012 0.090000000000000011 -0.021884999999999998 0.106285 -0.082304999999999989 1.0000000180025095e-35 0.097480000000000011 0.080475000000000005 0.12566000000000002 0.086635000000000004 -0.067909999999999984 0.096540000000000015 -0.0032349999999999996 -0.011859999999999997 -0.012719999999999997 -0.046449999999999998 0.085915000000000019 -0.0023749999999999999 0.086195000000000008 0.11570500000000002
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=4 3 7 24 6 -6 9 -3 -9 -1 14 12 16 -10 18 21 20 -18 -11 -20 -8 -16 -19 -22 -2
right_child=1 2 -4 -5 5 -7 11 8 13 10 -12 -13 -14 -15 15 -17 17 22 19 -21 23 -23 -24 -25 -26
leaf_value=0.0017985596194753631 0.0014447952468670002 0.00050434882985254861 0.00025365967484606737 0.00083797897394224832 0.0015881202037160555 0.00091514645998715658 0.0014066971997988612 0.0011868698085628806 0.00061084613937217175 0.0017929080098767133 0.0013398776295871593 0.0016866278928667105 0.0011031295597955721 0.00094871596645013957 0.0014464758111625831 0.0012184410813076635 0.0015420166406415971 0.0013961685508639204 0.0014257506137358245 0.0016288464893405793 0.0016712452313930965 0.001626177063014945 0.0012384689058002531 0.0015131990727266697 0.0012906315229221463
leaf_weight=87 64 52 73 67 97 98 89 59 82 55 99 62 52 63 86 53 97 57 54 416 63 105 171 93 58
leaf_count=87 64 52 73 67 97 98 89 59 82 55 99 62 52 63 86 53 97 57 54 416 63 105 171 93 58
internal_value=0 0.000865525 0.000683185 0.00118274 0.00148335 0.00125009 0.00151108 0.00080553 0.000882129 0.00157308 0.00155044 0.00142446 0.00139827 0.000757888 0.0015775 0.00147456 0.00142513 0.00135694 0.00162528 0.00160559 0.00151544 0.00154545 0.00127805 0.00157725 0.00137179
internal_weight=0 518 329 189 1834 195 1639 256 204 955 868 684 622 145 769 244 570 325 525 470 245 191 228 156 122
internal_count=2352 518 329 189 1834 195 1639 256 204 955 868 684 622 145 769 244 570 325 525 470 245 191 228 156 122
is_linear=0
shrinkage=0.0032998


Tree=5098
num_leaves=16
num_cat=0
split_feature=1 2 4 12 12 39 1 4 11 3 2 1447 12 2 4
split_gain=9.68086 2.46576 1.11699 1.02252 0.800826 0.71254 0.549954 0.40297 0.62798 0.589336 0.397054 0.354027 0.446315 0.352335 0.0734923
threshold=0.10538500000000002 0.14307 0.27287000000000006 -1.0000000180025095e-35 0.11769500000000001 0.0041750000000000008 0.12958500000000003 0.24726500000000004 0.080705000000000013 -0.11756999999999999 0.11084500000000001 -0.082869999999999985 0.084845000000000018 0.090225000000000014 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -4 8 9 -1 14 12 -11 -13 -5
right_child=1 -3 6 10 -6 -7 -8 -9 -10 11 -12 13 -14 -15 -16
leaf_value=0.00092322837950466305 0.00057253554457697357 0.00015901253207992308 0.0006983022608152118 0.0012360496172795984 0.00078055094246124194 0.00089908304238787594 0.00031410997666934932 0.00090296290037427762 0.0015151643234691124 0.0015863667182668541 0.0008176894606069234 0.0012208691546516806 0.0011743462004273418 0.0011080934785623602 0.00105939721626719
leaf_weight=93 78 94 100 55 61 103 69 55 64 56 64 861 61 480 58
leaf_count=93 78 94 100 55 61 103 69 55 64 56 64 861 61 480 58
internal_value=0 0.000643012 0.00075023 0.000888327 0.00115405 0.00116688 0.000541651 0.00118337 0.0011929 0.00117958 0.00102729 0.00119591 0.00137185 0.00118053 0.00114569
internal_weight=0 518 424 255 1834 1773 169 1670 1615 1551 177 1458 117 1341 113
internal_count=2352 518 424 255 1834 1773 169 1670 1615 1551 177 1458 117 1341 113
is_linear=0
shrinkage=0.0032998


Tree=5099
num_leaves=29
num_cat=0
split_feature=1 123 52 1 0 4 3 0 3 52 3 1 3 1 0 3 4 0 133 1 52 3 0 3 0 3 4 133
split_gain=20.6101 2.59925 2.39842 1.54237 1.22932 1.00317 0.899866 0.836604 0.675018 0.60942 0.855754 0.304438 0.303303 0.338622 0.91239 0.295283 0.260292 0.247718 0.499085 0.208539 0.208681 0.194981 0.185315 0.178503 0.137334 0.129695 0.120597 0.103535
threshold=0.10752500000000002 0.081990000000000021 -0.23925499999999997 0.13662500000000002 -0.076329999999999995 -0.078524999999999998 -0.036844999999999996 -0.064304999999999987 0.092330000000000009 -0.42890999999999996 -0.116045 0.085345000000000018 -0.0068249999999999986 0.083250000000000005 -0.092514999999999986 -0.081129999999999994 0.056815000000000011 -0.082349999999999993 -0.014614999999999998 0.091960000000000014 0.057125000000000002 0.077930000000000013 -0.086254999999999984 -0.087784999999999988 -0.085764999999999994 -0.073629999999999987 -0.079374999999999987 0.024130000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 5 11 7 -4 12 23 -11 17 13 15 -15 -7 -8 18 22 20 26 -5 -1 -6 -20 -22 -12 -19
right_child=2 -3 3 21 9 8 16 -9 -10 10 19 -13 -14 14 -16 -17 -18 27 24 -21 25 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0020939426931150269 0.001927289656057619 0.0014608891722404395 0.0018219355109673832 0.00070974859426889685 0.0022707089714633592 0.0021711350866199667 0.0010013613977086053 0.0012396977000379505 0.001701983559583492 0.0015035041548411127 0.0016656105756836731 0.0020580232640431129 0.0023267705199546554 0.0015650362387698465 0.0020770915688634612 0.0020162462212184574 0.0012697373965807974 0.0022531271632673425 0.0025764871556972495 0.0021254291247650254 0.0021011986261326473 0.00097870381721207973 0.0023565087338967266 0.0020019821009953521 0.0023473514813743004 0.0018847837338283944 0.0018888935451726056 0.0020407463296008613
leaf_weight=80 52 80 57 52 58 326 70 52 56 62 54 80 53 52 147 246 96 61 82 53 60 72 52 58 52 74 62 53
leaf_count=80 52 80 57 52 58 326 70 52 56 62 54 80 53 52 147 246 96 61 82 53 60 72 52 58 52 74 62 53
internal_value=0 0.00204453 0.00125966 0.00117257 0.00207015 0.00212178 0.00131058 0.00154449 0.00205603 0.00192625 0.00185929 0.00224748 0.00208005 0.00206304 0.00194347 0.00210458 0.00115678 0.00228728 0.00234396 0.00193198 0.00189082 0.0008662 0.00219764 0.00213665 0.00248783 0.00198195 0.00178526 0.0021547
internal_weight=0 1901 451 399 1821 1340 275 109 880 481 365 460 824 771 199 572 166 380 266 303 250 124 132 116 134 134 116 114
internal_count=2352 1901 451 399 1821 1340 275 109 880 481 365 460 824 771 199 572 166 380 266 303 250 124 132 116 134 134 116 114
is_linear=0
shrinkage=0.0032998


Tree=5100
num_leaves=23
num_cat=0
split_feature=1 1 1 12 2 2 2 3 12 11 3 3 42 11 13 13 12 2 3 52 42 2
split_gain=19.2924 3.6468 2.59683 2.3524 1.03484 1.81272 1.22492 0.932855 0.616884 1.29014 0.639697 0.606334 0.376604 0.346709 0.287041 0.367405 0.259262 0.241576 0.198917 0.195315 0.0785249 0.0687826
threshold=0.11810000000000001 0.10141500000000002 0.15022500000000003 0.085090000000000013 0.14530500000000005 -0.00097499999999999985 0.12131500000000002 0.0025650000000000004 0.092855000000000007 1.0000000180025095e-35 0.095555000000000015 -0.107915 -0.069844999999999977 0.084110000000000004 -0.089024999999999979 -0.086919999999999983 0.11628000000000001 0.087975000000000012 -0.080914999999999987 0.083750000000000005 0.094725000000000018 0.094510000000000025
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 4 7 5 -2 -7 -3 9 10 11 -1 21 -5 19 -16 17 -14 -19 -13 -20 -10
right_child=2 3 -4 13 -6 6 -8 -9 12 -11 -12 14 16 -15 15 -17 -18 18 20 -21 -22 -23
leaf_value=0.0012908131373949826 0.00037338404195593372 0.00073084204874405794 -7.1835193388793998e-05 0.0013610392781598342 0.00034339362421117206 0.0014701446074465222 0.00078576854038125662 0.0011986830328268999 0.0017324534401232869 0.0020626425847244242 0.001261739049486456 0.0016037165873000103 0.0013101473976416627 0.0017081528653257528 0.0018487578262561843 0.0016300755319980879 0.0012152456996853001 0.0016919325834545565 0.0013760742752303426 0.0013784768742518758 0.0015302421760052336 0.0015582483310647224
leaf_weight=62 54 96 52 63 53 54 61 91 57 68 61 101 84 66 96 834 56 58 73 78 90 57
leaf_count=62 54 96 52 63 53 54 61 91 57 68 61 101 84 66 96 834 56 58 73 78 90 57
internal_value=0 0.00152273 0.000591304 0.00119567 0.000746793 0.000873094 0.00110743 0.000958696 0.00158093 0.00161841 0.00159386 0.00161113 0.0014783 0.00153891 0.001629 0.00165269 0.00142536 0.00146382 0.00152207 0.00150576 0.00146141 0.00164566
internal_weight=0 2091 274 316 222 169 115 187 1775 1300 1232 1171 475 129 1109 930 361 305 221 179 163 114
internal_count=2365 2091 274 316 222 169 115 187 1775 1300 1232 1171 475 129 1109 930 361 305 221 179 163 114
is_linear=0
shrinkage=0.0032998


Tree=5101
num_leaves=20
num_cat=0
split_feature=1 12 4 123 12 1 4 11 0 4 16 4 1 13 0 48 4 43 13
split_gain=37.4746 6.72827 3.48229 2.95124 1.37434 1.20307 1.11034 1.14044 1.38881 0.830431 0.572642 0.567719 0.551277 0.481729 0.419268 0.564807 0.386141 0.250818 0.223572
threshold=0.10538500000000002 0.085090000000000013 0.25472500000000003 1.0000000180025095e-35 0.11553000000000001 0.14699000000000004 0.24099500000000004 1.0000000180025095e-35 -0.060199999999999997 -0.17689999999999997 0.0086100000000000013 -0.082249999999999976 0.11646000000000002 -0.078734999999999986 -0.10185499999999999 0.089670000000000014 -0.08397499999999998 -0.076124999999999984 0.031740000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 12 4 6 10 7 8 11 -10 14 16 -3 -13 15 -2 -1 -16 -9
right_child=1 2 -4 -5 -6 -7 -8 18 9 -11 -12 13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.0018747306110568399 0.00080611429549094023 0.0018432056967845317 0.00057562439672258756 0.0010913168931799314 0.0013264814779440067 2.8890182537351829e-06 0.0013252240117843581 0.0022855803268453578 0.0016664305552273643 0.0011587239622567369 0.0008308848969351628 0.0018355776998043429 0.0013752007731424412 0.0016961731419931261 0.00047244551193754129 0.00035179228136866315 0.0021896564387942309 0.00015596849287995263 0.001970304958337971
leaf_weight=231 66 53 54 76 78 54 58 52 89 59 59 567 59 539 56 55 54 54 52
leaf_count=231 66 53 54 76 78 54 58 52 89 59 59 567 59 539 56 55 54 54 52
internal_value=0 0.000719219 0.00126495 0.00172934 0.00175657 0.000455772 0.00177627 0.00179218 0.00176944 0.00146427 0.000539981 0.00180188 0.00159698 0.00176767 0.000465528 0.000599895 0.00193452 0.000317404 0.00212828
internal_weight=0 510 166 1855 1779 344 1701 1643 1539 148 290 1391 112 1106 231 121 285 110 104
internal_count=2365 510 166 1855 1779 344 1701 1643 1539 148 290 1391 112 1106 231 121 285 110 104
is_linear=0
shrinkage=0.0032998


Tree=5102
num_leaves=16
num_cat=0
split_feature=1 0 49 3 2 1 1 2 3 2 49 1453 3 2 131
split_gain=1.65873 0.840538 0.744208 0.418204 0.411513 0.276281 0.214729 0.274882 0.178198 0.693924 0.202226 0.146703 0.245956 0.130358 0.109839
threshold=0.11869500000000001 -0.023359999999999995 -0.15302999999999997 0.30835000000000007 0.13388500000000003 0.10322500000000003 0.11000000000000001 0.11093500000000002 -0.13088999999999998 0.092425000000000021 0.12497000000000001 -0.077764999999999987 0.092330000000000009 0.10550500000000002 0.090495000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 8 13 -8 9 -4 11 -10 14 -7 -13
right_child=1 -3 5 -5 -6 6 7 -9 10 -11 -12 12 -14 -15 -16
leaf_value=0.035511130262556263 0.019375400348442314 -0.016321842580876822 -0.0002018690993833256 -0.0052152191440002641 0.0010020873496152482 -0.00059147238611212351 0.024782882089074785 0.0089713168579107407 0.025783100974762514 0.023352283227600478 0.0070807581972449039 0.016562690517678298 0.0073183256948638562 0.009778334850594558 0.0210607079160837
leaf_weight=53 82 58 79 59 60 55 52 79 52 64 62 1264 77 90 179
leaf_count=53 82 58 79 59 60 55 52 79 52 64 62 1264 77 90 179
internal_value=0 0.0015164 0.0157961 0.00667269 0.0116247 0.0152863 0.0103143 0.0152614 0.0160575 0.0103273 0.0165579 0.0169305 0.0166265 0.00583257 0.0171219
internal_weight=0 259 2106 201 142 2053 276 131 1777 143 1634 1572 1520 145 1443
internal_count=2365 259 2106 201 142 2053 276 131 1777 143 1634 1572 1520 145 1443
is_linear=0
shrinkage=0.16829


Tree=5103
num_leaves=21
num_cat=0
split_feature=1 0 49 0 15 15 0 12 0 52 12 0 1 150 15 48 2 133 13 13
split_gain=1.14758 0.581463 0.514465 0.28323 0.265775 0.380686 1.18197 0.375267 0.249441 0.205219 0.177557 0.167761 0.224082 0.296581 0.197249 0.186303 0.120638 0.105599 0.148369 0.0864764
threshold=0.11869500000000001 -0.023359999999999995 -0.15302999999999997 -0.075914999999999996 0.022565000000000005 -1.0000000180025095e-35 0.0060900000000000008 0.083795000000000022 -0.050379999999999994 -0.0086049999999999998 -0.082514999999999991 -0.11796999999999999 0.085265000000000021 0.083295000000000022 -0.012569999999999998 0.089350000000000013 0.10584500000000001 0.41498500000000005 0.0032950000000000006 -0.012899999999999998
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 3 -1 10 5 8 -7 -6 11 -9 -2 12 -4 -14 15 -13 -8 18 19 -11
right_child=1 -3 4 -5 7 6 16 9 -10 17 -12 14 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.029534970768609819 0.0068253088424345566 -0.013575043557145169 0.018731192296117308 0.012708360843740836 0.025673580934976507 -0.013602913680304052 0.018224207141318009 0.0037010673321419634 0.0027910184482644908 0.015134653256130007 -0.0065211992907539375 0.01179139358905305 -0.00035087011458030036 0.013837082951279044 0.02174935303923374 0.018653983558253578 0.0078998830127382236 0.0084631153262924308 0.0093264704645810714 0.020095090652591231
leaf_weight=53 55 58 52 88 85 68 74 53 71 375 58 501 92 76 91 146 58 72 99 140
leaf_count=53 55 58 52 88 85 68 74 53 71 375 58 501 92 76 91 146 58 72 99 140
internal_value=0 0.00126003 0.0131388 0.00554974 0.0127146 0.0111411 0.00440893 0.0150593 0.0124479 0.013836 -9.21226e-06 0.0131617 0.00906073 0.0060568 0.0143818 0.0133428 0.0137014 0.0146164 0.0153351 0.0164866
internal_weight=0 259 2106 201 2053 1229 200 824 1029 739 113 958 220 168 738 647 132 686 614 515
internal_count=2365 259 2106 201 2053 1229 200 824 1029 739 113 958 220 168 738 647 132 686 614 515
is_linear=0
shrinkage=0.16829


Tree=5104
num_leaves=28
num_cat=0
split_feature=2 12 2 2 2 40 12 13 1446 484 13 0 2 2 2 16 3 16 2 3 12 16 3 16 0 403 12
split_gain=10.4506 4.93923 1.82549 2.45648 1.79273 1.45047 0.885842 0.679771 0.619339 0.698235 0.565906 0.530186 0.48351 0.34142 0.335773 0.325178 0.273423 0.274528 0.247316 0.226448 0.222588 0.193706 0.218361 0.174127 0.158593 0.127912 0.0462585
threshold=0.13290500000000002 0.023990000000000004 0.074875000000000011 0.10272000000000002 0.16730000000000003 -1.0000000180025095e-35 0.092855000000000007 -0.076584999999999986 0.037915000000000011 -0.081554999999999989 -0.053824999999999991 -0.073574999999999988 0.08920500000000002 0.10859000000000001 0.084145000000000011 0.03851000000000001 -0.096099999999999977 -0.0062149999999999992 0.093565000000000023 -0.081854999999999997 0.099815000000000015 -0.090394999999999989 -0.07908999999999998 -0.15043499999999996 -0.082404999999999992 0.068400000000000002 0.085905000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 18 10 -1 8 -5 14 -10 -2 15 -13 -9 19 21 17 -16 -4 24 -14 -8 -23 -18 26 -25 -3
right_child=4 6 3 7 -6 -7 11 13 9 -11 -12 12 20 -15 16 -17 23 -19 -20 -21 -22 22 -24 25 -26 -27 -28
leaf_value=0.00097724408320625498 0.00044852935409489151 0.0015446171314163917 0.0015361656082533007 0.00059617848660580117 -5.9666346494393074e-05 0.0003153972811545149 0.0012862157825708365 0.0012199870363621321 0.0013814637963316713 0.0018399692254410785 0.00091061525813039036 0.00096034514491299386 0.0013592456967295942 0.00087806548731623091 0.0010330344884537921 0.0011170834942473861 0.0011931862402070809 0.0013645478939290233 0.0012659602092572979 0.001346189272444846 0.0011361820301272558 0.0016184081705524248 0.0013637272348115419 0.0014154413394985082 0.0016757111001102839 0.0012375785282768342 0.001409341637281144
leaf_weight=80 63 64 93 65 55 66 93 52 71 76 54 93 103 86 58 52 54 54 65 98 99 71 83 426 69 53 69
leaf_count=80 63 64 93 65 55 66 93 52 71 76 54 93 103 86 58 52 54 54 65 98 99 71 83 426 69 53 69
internal_value=0 0.00127609 0.000990261 0.00111633 0.000431098 0.000678294 0.00136202 0.000875739 0.00141807 0.00161875 0.000662101 0.00125894 0.00115887 0.00100716 0.00138681 0.00135755 0.00134379 0.00119319 0.00142523 0.00147919 0.0012501 0.00140804 0.00148137 0.00137537 0.00154354 0.00139583 0.0014747
internal_weight=0 2193 507 361 172 146 1686 203 1092 147 117 594 295 138 945 299 645 112 158 300 202 247 154 533 202 479 133
internal_count=2365 2193 507 361 172 146 1686 203 1092 147 117 594 295 138 945 299 645 112 158 300 202 247 154 533 202 479 133
is_linear=0
shrinkage=0.0032998


Tree=5105
num_leaves=18
num_cat=0
split_feature=3 2 157 2 16 2 160 1420 1447 1447 132 15 2 0 1455 15 15
split_gain=0.8875 0.550186 0.441918 0.323055 0.275379 0.470451 0.241175 0.216112 0.229966 0.343522 0.222136 0.279197 0.273339 0.186537 0.169511 0.116626 0.247183
threshold=-0.046329999999999989 0.14870000000000003 -0.079594999999999985 -0.0091949999999999983 -0.016079999999999994 0.099145000000000025 0.051820000000000005 -0.078734999999999986 -0.085804999999999979 -0.082229999999999984 0.082150000000000015 1.0000000180025095e-35 0.12551500000000002 -0.10653 0.08950000000000001 -0.11984499999999999 -0.054259999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 6 -6 15 -1 -9 -10 12 -12 13 -11 -15 -5 -17
right_child=1 -3 3 4 5 -7 -8 8 9 10 11 -13 -14 14 -16 16 -18
leaf_value=0.022770651741204861 -0.0077840191677353678 -0.0098456602251076469 -0.0014154953509283833 -0.0015843053268098078 0.027595473358337133 0.0083998862581737138 0.015490719129034597 0.0031177759305006294 0.025601600347674839 0.019727114274706189 0.00049424524340489675 0.013867256813690823 0.024321232098732389 0.011383274192717547 0.020382339209336384 0.014902998563025996 -0.0011806425198902318
leaf_weight=57 53 63 79 72 60 92 67 76 56 92 98 81 57 1180 63 56 52
leaf_count=57 53 63 79 72 60 92 67 76 56 92 98 81 57 1180 63 56 52
internal_value=0 0.00501221 0.00677839 0.00839681 0.0103441 0.0159889 0.0068631 0.012541 0.0121976 0.0126206 0.0121567 0.00655576 0.0128757 0.0123856 0.0118408 0.00364173 0.00714239
internal_weight=0 594 531 478 399 152 247 1760 1703 1627 1571 179 1392 1335 1243 180 108
internal_count=2354 594 531 478 399 152 247 1760 1703 1627 1571 179 1392 1335 1243 180 108
is_linear=0
shrinkage=0.16829


Tree=5106
num_leaves=22
num_cat=0
split_feature=4 13 40 15 4 13 49 0 15 159 13 0 49 13 15 0 51 42 151 0 0
split_gain=9.00184 2.62743 2.06372 0.958242 0.822565 0.810437 0.712846 1.08283 0.879217 0.407977 0.574875 0.434699 0.372798 0.304175 0.228524 0.171673 0.167819 0.35499 0.26081 0.152141 0.078612
threshold=0.27161500000000005 -0.28558999999999996 -0.024094999999999995 0.0056700000000000006 -0.1075 -0.014449999999999999 -0.020999999999999994 -0.10490499999999998 -0.46319999999999995 -0.032739999999999991 0.10809000000000001 -0.10566999999999999 -0.077819999999999986 0.0043500000000000006 0.084050000000000014 -0.086544999999999997 -0.085574999999999984 0.086125000000000021 -0.085764999999999994 -0.083804999999999977 -0.079119999999999982
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 -1 12 5 -5 16 -2 -8 -9 -7 11 -11 -3 14 -6 -16 17 -4 -18 -20 -15
right_child=6 2 3 4 13 9 7 8 -10 10 -12 -13 -14 20 15 -17 18 -19 19 -21 -22
leaf_value=0.00050145972766074578 0.00014059133350448203 0.00057215175251117047 0.001492328205211897 0.0015951580517828785 0.0014564683830392169 0.001231584789185833 0.00084698566778020252 0.00066625515920699409 9.6599588210485231e-05 0.00064325307493627907 0.0012661501982140758 0.00095602106455925631 0.00091348109098718139 0.0011626385552428648 0.0011116274736538455 0.0012615718791975684 0.00097957693394548542 0.0011483700785003268 0.0012364498455905838 0.0010955488260721773 0.00098709718407349618
leaf_weight=71 55 62 56 73 58 66 86 55 64 63 52 221 82 59 105 508 80 83 261 132 62
leaf_count=71 55 62 56 73 58 66 86 55 64 63 52 221 82 59 105 508 80 83 261 132 62
internal_value=0 0.00112627 0.00114818 0.00117739 0.00125837 0.00110827 0.000475021 0.000564574 0.000360182 0.000992626 0.000945583 0.000886763 0.000766765 0.00122729 0.00125506 0.00123595 0.00118418 0.0012872 0.00115383 0.00118921 0.00107298
internal_weight=0 2094 2023 1879 865 1014 260 205 119 402 336 284 144 792 671 613 612 139 473 393 121
internal_count=2354 2094 2023 1879 865 1014 260 205 119 402 336 284 144 792 671 613 612 139 473 393 121
is_linear=0
shrinkage=0.0032998


Tree=5107
num_leaves=19
num_cat=0
split_feature=3 2 52 2 2 0 123 1186 12 16 3 1427 11 3 52 133 52 15
split_gain=0.694025 0.384734 0.481954 0.295685 0.391003 0.523695 0.270544 0.264261 0.235006 0.328099 0.220556 0.196212 0.177775 0.225287 0.191306 0.315854 0.136516 0.126753
threshold=-0.065259999999999999 0.14870000000000003 0.12371000000000001 -0.0091949999999999983 0.091465000000000005 -0.19242499999999998 0.084995000000000015 0.084100000000000022 0.083785000000000012 -0.046599999999999996 0.11191000000000002 0.080970000000000014 0.086080000000000018 -0.14162499999999997 -0.0082999999999999984 0.08950000000000001 -0.032354999999999988 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 16 -6 10 8 9 -1 -7 12 13 -10 15 -15 -5 -16
right_child=1 -3 -4 4 5 6 -8 -9 11 -11 -12 -13 -14 14 17 -17 -18 -19
leaf_value=0.010412488882613541 -0.0053769839406924416 -0.0059088789622645729 0.017511872023667472 0.0091195346943509226 -0.011585322523695023 0.0053204517685817056 -0.0040147843468526468 -0.00013640335217254449 0.02181135066310462 0.026056263091538179 0.017277077728211732 0.020940658513370264 0.0033934796958152032 0.010327015761203494 0.015006971632625134 -0.00094065912032199352 0.020604684655415491 0.01069609743433504
leaf_weight=78 74 80 95 66 57 140 57 54 55 75 64 56 88 297 296 92 54 576
leaf_count=78 74 80 95 66 57 140 57 54 55 75 64 56 88 297 296 92 54 576
internal_value=0 0.00504942 0.00649664 0.00444929 0.00611354 0.00301759 0.00621362 0.0114112 0.0117989 0.0180927 0.00908036 0.0111382 0.0107459 0.0112362 0.0107735 0.00765755 0.0143028 0.0121615
internal_weight=0 687 607 512 438 318 261 1667 1613 153 204 1460 1404 1316 1261 389 120 872
internal_count=2354 687 607 512 438 318 261 1667 1613 153 204 1460 1404 1316 1261 389 120 872
is_linear=0
shrinkage=0.16829


Tree=5108
num_leaves=14
num_cat=0
split_feature=4 15 2 2 15 15 50 13 16 1209 0 16 133
split_gain=0.387268 0.507772 0.721317 0.451404 0.226731 0.179904 0.183915 0.251882 0.200761 0.204013 0.198068 0.162951 0.139422
threshold=0.26790000000000008 -0.4666249999999999 0.11252000000000002 -0.0091949999999999983 -0.37478999999999996 0.13673000000000005 0.13257000000000002 -0.16392499999999996 -0.11118499999999999 -0.083969999999999989 -0.086544999999999997 -0.14169499999999999 0.048695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -4 6 7 -5 11 -10 -11 12 -9
right_child=1 2 4 5 -6 -7 -8 8 9 10 -12 -13 -14
leaf_value=-0.0055129150868106431 0.012617508659708985 0.0092666009026200202 -0.0038428455245912226 -0.00053038354656765913 -0.019326296676386474 5.5652674435603368e-05 0.018341811999948589 0.015663179802441623 0.019081789487095449 0.0055905392452013508 0.0097622134688672979 0.022238527714231564 0.0052774621436182806
leaf_weight=61 87 79 52 73 56 60 64 94 54 460 1097 56 61
leaf_count=61 87 79 52 73 56 60 64 94 54 460 1097 56 61
internal_value=0 0.00199229 -0.00294139 0.00873174 -0.0118879 0.00916301 0.00944103 0.00913947 0.00952789 0.00888566 0.00853089 0.0144228 0.0115875
internal_weight=0 274 187 2080 108 2019 1959 1895 1822 1611 1557 211 155
internal_count=2354 274 187 2080 108 2019 1959 1895 1822 1611 1557 211 155
is_linear=0
shrinkage=0.16829


Tree=5109
num_leaves=20
num_cat=0
split_feature=3 2 3 2 43 0 2 3 12 43 12 12 13 160 16 1447 2 3 2
split_gain=10.2192 3.35171 1.7928 1.78817 1.55772 1.419 1.07526 0.981189 0.934442 0.843265 0.61004 0.53708 0.414088 0.349812 0.243211 0.214919 0.305519 0.214794 0.241299
threshold=-0.065259999999999999 0.15227000000000004 0.30835000000000007 0.11366500000000002 -0.049364999999999992 -0.14216999999999999 0.10866500000000003 -0.10175499999999998 0.081420000000000006 -0.097279999999999991 0.10823500000000001 0.083785000000000012 -0.032264999999999995 -0.00015999999999999996 -0.065564999999999984 -0.085024999999999989 0.090050000000000005 -0.0042999999999999991 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 9 -1 13 -5 -7 -2 11 -10 -11 -6 -8 -13 -17 -15 -19
right_child=1 -3 -4 7 6 8 14 -9 10 12 -12 15 -14 17 -16 16 -18 18 -20
leaf_value=0.0019144500284719885 0.0011334069845226041 0.00016470642792649595 0.00043332490731193805 0.00062714213919776965 0.0014648703156970437 0.00094804273986658376 0.0010275727848609272 0.0012256560554641536 0.0016811703364064386 0.00080536017196316417 0.0010673736057642766 0.0012181213860358842 0.00045214895462423359 0.0010180553343532963 0.00071876171985184062 0.0014318264800217623 0.0013182754358159734 0.0014332883127854302 0.0011189025914818008
leaf_weight=54 55 65 65 52 73 56 60 71 71 85 64 83 64 56 54 824 392 54 56
leaf_count=54 55 65 65 52 73 56 60 71 71 85 64 83 64 56 54 824 392 54 56
internal_value=0 0.000878348 0.000952868 0.00135678 0.00101343 0.00138734 0.00114631 0.000972912 0.00136821 0.000783338 0.00138459 0.00139939 0.000653882 0.00127242 0.000881603 0.00138396 0.00139525 0.00118758 0.00127356
internal_weight=0 687 622 1667 557 1544 353 123 1490 204 1434 1370 149 239 114 1299 1216 166 110
internal_count=2354 687 622 1667 557 1544 353 123 1490 204 1434 1370 149 239 114 1299 1216 166 110
is_linear=0
shrinkage=0.0032998


Tree=5110
num_leaves=24
num_cat=0
split_feature=2 2 52 2 2 16 16 52 14 48 2 2 48 2 2 16 16 16 16 475 2 52 2
split_gain=24.704 17.3047 4.13943 3.06199 2.42457 2.39979 2.08322 2.73938 1.58946 1.01357 0.789554 0.749927 0.717401 0.799722 0.629098 0.664339 0.625017 0.467632 0.318798 0.31104 0.266645 0.251967 0.155545
threshold=0.11366500000000002 -1.0000000180025095e-35 -0.24166499999999999 0.09857500000000001 0.13538500000000001 -0.059624999999999991 0.25761500000000009 0.026115000000000003 0.062655000000000016 0.014805 0.10584500000000001 0.17000000000000001 0.088580000000000006 0.074875000000000011 0.083815000000000014 0.0031900000000000006 -0.046599999999999996 -0.051934999999999995 -0.088734999999999994 -0.0048199999999999988 0.14461000000000004 -0.093914999999999985 0.11982500000000001
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=1 5 -2 8 9 -1 7 10 12 22 -5 20 13 16 -15 -16 18 -14 -3 -8 -6 -18 -4
right_child=2 3 4 6 11 -7 19 -9 -10 -11 -12 -13 17 14 15 -17 21 -19 -20 -21 -22 -23 -24
leaf_value=0.00059193437026922307 0.0019670288068669556 0.0020599673827420674 0.0016474916888901405 0.0016377790434415934 0.00073418501375503275 0.0014335261215502862 0.0024647677875269088 0.0021445627552970584 0.0027745421739400777 0.00096924608671368874 0.0011199247164815768 0.00043706028949711798 0.0017628569019851148 0.0026067278861287872 0.0022324721044694163 0.0024778964827617198 0.0021464192092979927 0.0021505811518148922 0.0023327852365046834 0.0020953867034215678 0.0010581182106617704 0.0018566963863870119 0.0013855721001964016
leaf_weight=75 62 76 53 72 52 73 52 94 60 57 59 54 56 70 676 150 52 92 136 52 62 101 52
leaf_count=75 62 76 53 72 52 73 52 94 60 57 59 54 56 70 676 150 52 92 136 52 62 101 52
internal_value=0 0.00209231 0.00118409 0.0021816 0.00103689 0.00100728 0.00189317 0.00171402 0.00224617 0.00132521 0.00140482 0.000758647 0.00222365 0.00224938 0.00230288 0.00227708 0.00211798 0.00200411 0.00223515 0.00228042 0.000910668 0.00195539 0.00151811
internal_weight=0 1946 392 1798 330 148 329 225 1469 162 131 168 1409 1261 896 826 365 148 212 104 114 153 105
internal_count=2338 1946 392 1798 330 148 329 225 1469 162 131 168 1409 1261 896 826 365 148 212 104 114 153 105
is_linear=0
shrinkage=0.0032998


Tree=5111
num_leaves=22
num_cat=0
split_feature=4 12 13 12 41 51 4 4 0 15 0 0 52 13 1375 13 51 52 42 13 42
split_gain=16.2506 4.80908 2.40438 1.32235 1.55764 1.07347 1.03695 0.873905 0.847026 1.01105 0.816381 0.540442 0.497611 0.407198 0.322136 0.240284 0.235316 0.157326 0.166172 0.145351 0.102943
threshold=0.27287000000000006 0.054520000000000006 -0.0042049999999999995 0.11628000000000001 0.078065000000000009 0.089600000000000027 -0.42305999999999994 -0.082869999999999985 -0.10803999999999998 -0.42443999999999993 -0.096594999999999986 -0.15385999999999997 -0.029869999999999997 -0.010739999999999998 -1.0000000180025095e-35 -0.095574999999999979 -0.20826999999999998 -0.010174999999999998 -0.047714999999999987 -0.061199999999999991 0.077855000000000021
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 2 5 4 7 12 -4 13 19 -10 15 -8 -1 20 -12 -9 -16 -15 -19 -2 -3
right_child=8 3 6 -5 -6 -7 11 10 9 -11 14 -13 -14 17 16 -17 -18 18 -20 -21 -22
leaf_value=0.0009672196898979071 0.00077012253547977796 0.0018558081813059455 0.0018724568807393714 0.0012666511849103519 0.0022268252028484494 0.0005850096628246444 0.0015472973750432939 0.0015316759096416033 0.00073342198774393726 0.0001683689484667535 0.001883673810334544 0.0011768588661010288 0.0013695964903412308 0.0018299681645381541 0.0014480275633667566 0.0012383382807929744 0.0016337855817754683 0.0017243265224811143 0.0014866970376501355 0.0010137417207012566 0.002063410800336775
leaf_weight=84 54 65 55 98 52 55 82 52 88 57 54 93 57 80 85 80 886 99 52 57 53
leaf_count=84 54 65 55 98 52 55 82 52 88 57 54 93 57 80 85 80 886 99 52 57 53
internal_value=0 0.00155945 0.00124642 0.00163996 0.00166341 0.000977344 0.00147557 0.00164394 0.000678179 0.000511541 0.00159999 0.00135064 0.00113013 0.00178952 0.00163161 0.00135416 0.00161756 0.00170773 0.00164273 0.000895542 0.00194935
internal_weight=0 2082 426 1656 1558 196 230 1506 256 145 1157 175 141 349 1025 132 971 231 151 111 118
internal_count=2338 2082 426 1656 1558 196 230 1506 256 145 1157 175 141 349 1025 132 971 231 151 111 118
is_linear=0
shrinkage=0.0032998


Tree=5112
num_leaves=18
num_cat=0
split_feature=1 131 10 52 51 11 49 51 52 3 3 16 3 51 52 16 2
split_gain=0.723436 0.440835 0.663937 0.420992 0.279985 0.257645 0.209783 0.199447 0.166402 0.154325 0.256769 0.209096 0.225061 0.138292 0.138765 0.123598 0.121002
threshold=0.10932500000000002 0.086835000000000009 -0.0069899999999999988 0.0074400000000000013 -0.085574999999999984 0.082485000000000017 0.10581000000000002 -0.092119999999999994 -0.064819999999999989 -0.0026499999999999996 -0.012374999999999999 -0.4714549999999999 -0.14906999999999998 -0.10593999999999999 -0.27209499999999992 -0.41574999999999995 0.091205000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 8 7 6 9 13 -4 10 11 -6 -13 14 -1 -10 -11
right_child=1 -3 3 -5 5 -7 -8 -9 15 16 -12 12 -14 -15 -16 -17 -18
leaf_value=0.010985473206994407 -0.016016112184098309 0.013515330166330001 0.00099656233970508057 -0.0088900675777594303 0.00025018984115275102 -0.0016474332597178787 0.0017213284402621937 0.024905297099019015 0.0058900839232766122 0.010240081509217892 -0.0013743574898965438 0.021639260209003176 0.010502396371970289 0.0059773497628536464 0.020244508820069278 0.016457291173620481 0.021023644313901295
leaf_weight=94 60 86 76 59 54 54 80 52 66 53 53 54 1219 56 92 61 69
leaf_count=94 60 86 76 59 54 54 80 52 66 53 53 54 1219 56 92 61 69
internal_value=0 0.00281131 -4.19519e-05 0.0036094 0.0106172 0.00975495 0.0101453 0.0154093 0.0072511 0.0105928 0.0100822 0.0105411 0.0109762 0.0133614 0.0155749 0.0109798 0.0163537
internal_weight=0 408 322 262 1930 1636 1582 294 203 1502 1380 1327 1273 242 186 127 122
internal_count=2338 408 322 262 1930 1636 1582 294 203 1502 1380 1327 1273 242 186 127 122
is_linear=0
shrinkage=0.16829


Tree=5113
num_leaves=23
num_cat=0
split_feature=4 0 51 131 42 1213 1 0 0 43 130 481 11 43 43 12 0 0 4 4 4 133
split_gain=0.527532 0.410231 0.340245 0.312343 0.247484 0.228751 0.212938 0.35473 0.262125 0.19989 0.20764 0.190306 0.204257 0.157794 0.139358 0.321702 0.178296 0.126358 0.1554 0.155581 0.123423 0.100677
threshold=0.024315000000000003 0.0060900000000000008 -0.085574999999999984 0.094655000000000017 -0.085849999999999996 -0.011639999999999998 0.098420000000000021 -0.15270499999999995 -0.12324999999999998 0.12397000000000001 -0.050984999999999996 -0.070419999999999996 0.079300000000000009 0.043850000000000007 -0.0074049999999999993 0.086505000000000012 -0.082954999999999987 0.036480000000000005 -0.042544999999999993 -0.011809999999999999 0.5105900000000001 0.089380000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 17 4 -2 14 8 -8 -6 10 -7 -12 13 -13 16 -16 -4 18 -1 -20 -9 -10
right_child=1 -3 5 -5 6 9 7 20 21 -11 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23
leaf_value=0.024653912661185162 -0.0071104237209274291 -0.010597379967369185 0.022370614713934697 0.016685641058821216 0.019009151294551937 0.014982505111159694 -0.008175449991989452 0.009544189511699358 0.0017810834034024964 0.014563419417508352 0.013591966352309645 0.0064616498566108281 -0.0046232832965100732 -0.0022565565213650538 -0.00092882047425086331 0.015339030857841046 0.010559525907517037 0.008255872052243941 0.0091906717314089899 0.020883915851763194 -0.00060454285121919432 0.010597361761678286
leaf_weight=55 56 54 69 56 52 77 76 96 96 96 84 823 56 63 58 84 78 62 80 55 52 60
leaf_count=55 56 54 69 56 52 77 76 96 96 96 84 823 56 63 58 84 78 62 80 55 52 60
internal_value=0 0.00338249 0.00918186 0.0047735 0.00340285 0.00821072 0.00476984 0.00116017 0.00864853 0.00718276 0.00653876 0.00590331 0.00521579 0.0058397 0.0124693 0.00868176 0.0161157 0.0149091 0.0170707 0.0139679 0.00596628 0.00518348
internal_weight=0 598 1740 544 488 1488 432 224 208 1199 1103 1026 942 886 289 142 147 252 190 135 148 156
internal_count=2338 598 1740 544 488 1488 432 224 208 1199 1103 1026 942 886 289 142 147 252 190 135 148 156
is_linear=0
shrinkage=0.16829


Tree=5114
num_leaves=21
num_cat=0
split_feature=2 2 0 3 14 16 2 2 49 47 3 0 156 42 130 47 0 2 156 133
split_gain=8.0407 4.73702 1.5376 1.13786 1.15893 0.936933 0.653022 0.604962 0.471869 0.444937 0.406436 0.986099 0.337895 0.337412 0.29921 0.241449 0.201073 0.182581 0.164579 0.0532531
threshold=0.12454500000000002 -1.0000000180025095e-35 -0.10417499999999999 0.11191000000000002 0.062655000000000016 -0.059624999999999991 0.13538500000000001 0.11366500000000002 0.018515000000000004 0.078875000000000015 1.0000000180025095e-35 -0.13314999999999996 1.0000000180025095e-35 0.093195000000000014 -0.050984999999999996 0.10783500000000001 -0.048199999999999993 0.097145000000000023 0.092820000000000014 0.085720000000000018
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 5 3 4 9 -1 -2 12 13 10 11 -3 14 -8 -4 17 18 -16 19 -14
right_child=6 2 7 -5 -6 -7 8 -9 -10 -11 -12 -13 16 -15 15 -17 -18 -19 -20 -21
leaf_value=0.00034168988464598716 0.00082096157352930818 0.00058797518168365816 0.0014586988056458036 0.00063295395581863107 0.0015172841017744173 0.00086792589929910889 0.00016283904109888679 0.00098866519364990027 0.00069285832063878535 0.0012808616069024321 0.0011492707092557793 0.0011743992768716695 0.0013247609559453139 0.0005103664610059353 0.0012707150323180755 0.0010238389001402193 0.0015455759564270081 0.0011566091893313118 0.0011711331354041256 0.0014848303692060181
leaf_weight=75 63 77 75 67 61 73 69 86 52 52 65 53 54 55 941 55 69 192 52 52
leaf_count=75 63 77 75 67 61 73 69 86 52 52 65 53 54 55 941 55 69 192 52 52
internal_value=0 0.00117112 0.00121431 0.0010239 0.00110883 0.00060149 0.000532054 0.0012596 0.000428438 0.00100782 0.000934822 0.000827327 0.00127521 0.000317268 0.00125386 0.0012409 0.00139382 0.00125141 0.00132733 0.00140362
internal_weight=0 2099 1951 375 308 148 239 1576 176 247 195 130 1490 124 1263 1188 227 1133 158 106
internal_count=2338 2099 1951 375 308 148 239 1576 176 247 195 130 1490 124 1263 1188 227 1133 158 106
is_linear=0
shrinkage=0.0032998


Tree=5115
num_leaves=18
num_cat=0
split_feature=14 14 15 1 15 483 130 42 0 4 15 1 3 13 15 52 42
split_gain=0.454415 0.422452 0.280991 0.474683 0.583407 0.241488 0.230007 0.256066 0.229061 0.561725 0.272711 0.173214 0.148252 0.153704 0.127496 0.193479 0.135265
threshold=-0.072219999999999993 -0.40349999999999991 1.0000000180025095e-35 0.10723500000000001 0.082365000000000008 0.10536000000000002 -0.0009549999999999999 0.10732000000000001 0.048655000000000011 -0.13833499999999996 -0.45015499999999992 0.10234000000000001 -0.11128999999999999 -0.093039999999999984 0.098995000000000014 0.11037500000000001 0.11424500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -2 8 9 -8 -11 -10 -6 -14 16 -16 -15
right_child=2 -3 3 -5 12 -7 7 -9 11 10 -12 -13 13 14 15 -17 -18
leaf_value=0.0089141753578691439 -0.004393845213347492 0.028647963087649015 0.026968509825244274 -0.0062296764959077393 0.016691023453452615 0.016270300493404465 -0.011629824449247785 -0.0056696181932373848 0.0067944820485264104 -0.0058438310956225037 0.0066656691350585962 0.019829520618785165 -0.00014867164328763455 0.0093416826754731692 -0.0020982492653099068 0.0092238233721979486 0.018364121690995567
leaf_weight=74 73 53 54 54 64 54 54 57 62 52 920 55 57 459 67 117 53
leaf_count=74 73 53 54 54 64 54 54 57 62 52 920 55 57 459 67 117 53
internal_value=0 0.0171637 0.00680651 0.00906074 0.0100108 0.00523383 0.00476425 0.00532287 0.00587262 0.00506524 0.00599459 0.0129374 0.00888774 0.00822213 0.00891025 0.00509135 0.0102792
internal_weight=0 127 2252 925 871 1327 1273 1200 1143 1026 972 117 817 753 696 184 512
internal_count=2379 127 2252 925 871 1327 1273 1200 1143 1026 972 117 817 753 696 184 512
is_linear=0
shrinkage=0.16829


Tree=5116
num_leaves=14
num_cat=0
split_feature=2 3 159 39 49 0 484 13 2 4 4 475 3
split_gain=0.425615 0.288974 0.520806 0.329559 0.256055 0.280614 0.282093 0.217379 0.215705 0.196994 0.167969 0.150925 0.100001
threshold=-0.14847999999999997 0.10449500000000002 0.012830000000000003 0.088895000000000016 0.11530000000000001 -0.22607999999999998 0.087150000000000019 -0.10664 0.096015000000000017 -0.014854999999999998 0.018150000000000003 -0.0029899999999999996 -0.077104999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 4 5 -2 7 -7 -5 -9 -3 -8 -6
right_child=1 2 -4 8 12 6 11 9 -10 -11 -12 -13 -14
leaf_value=0.020766571989367908 -0.0059312882983880155 0.0096588635917711652 -0.002050062396574617 0.0053787072151782554 0.0028280803411025097 -0.0025115019077879418 0.020156534989614887 0.0078219340041425101 -0.0073392924067478228 0.0039000125007386068 0.021311298368238966 0.0089789989095587722 -0.0075443255519907675
leaf_weight=55 52 57 56 63 53 81 61 1012 94 569 94 80 52
leaf_count=55 52 57 56 63 53 81 61 1012 94 569 94 80 52
internal_value=0 0.00577456 0.0117827 0.00518623 0.00578076 0.00623866 0.00659065 0.00597562 -0.00222445 0.00641158 0.0169246 0.0138274 -0.00229162
internal_weight=0 2324 207 2117 1960 1855 1803 1662 157 1581 151 141 105
internal_count=2379 2324 207 2117 1960 1855 1803 1662 157 1581 151 141 105
is_linear=0
shrinkage=0.16829


Tree=5117
num_leaves=23
num_cat=0
split_feature=4 12 4 42 12 0 42 0 4 4 0 150 15 12 12 50 16 133 52 50 1211 4
split_gain=9.76088 3.14412 1.3614 1.1922 1.13989 1.06339 1.01227 0.575298 0.633973 1.20886 0.50977 0.459926 0.579981 0.328079 0.325235 0.257248 0.228244 0.164049 0.21158 0.145442 0.301945 0.108013
threshold=0.36766000000000004 -0.011819999999999999 -0.072054999999999994 -0.043469999999999995 0.077755000000000005 -0.21196999999999996 0.11688500000000002 -0.087344999999999992 -0.49269499999999994 -0.13833499999999996 -0.068669999999999995 0.081245000000000026 -0.46319999999999995 0.088635000000000005 0.08623500000000002 -1.0000000180025095e-35 -0.088869999999999991 0.088385000000000005 -0.0082999999999999984 0.093975000000000017 0.077345000000000011 -0.050564999999999992
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 3 7 -1 5 -4 13 16 14 -10 -5 12 -2 17 -9 -15 -3 18 -6 20 -11 -17
right_child=11 2 4 10 6 -7 -8 8 9 19 -12 -13 -14 15 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.0012550121641081739 0.00066250071831416184 0.0014800735343689973 0.0012193930021019506 0.00086922305817963409 0.0013287909425315171 0.0006341073989025428 0.00083883729624891856 0.001758274098652415 0.00093032207397406941 0.0013585989952309616 0.00047300026664320454 0.00081813940747389269 0.00029785052338261275 0.0010232044093412339 0.0013968447581825417 0.0011602977959632279 0.0017686217955991256 0.0012183378096610796 0.0015216979193928585 0.0012014547769098167 0.0016271853919512954 0.0012842866123326351
leaf_weight=60 96 78 69 84 173 67 60 58 79 410 62 58 95 59 54 105 52 71 103 53 53 380
leaf_count=60 96 78 69 84 173 67 60 58 79 410 62 58 95 59 54 105 52 71 103 53 53 380
internal_value=0 0.00125065 0.00129217 0.000862679 0.00121489 0.000931313 0.0012554 0.00139248 0.00135506 0.00131184 0.000701205 0.000559913 0.000481315 0.00128342 0.00158433 0.00123217 0.00159576 0.00136365 0.00140091 0.00137018 0.00138942 0.00125752
internal_weight=0 2130 1924 206 1087 136 951 837 707 595 146 249 191 891 112 544 130 347 276 516 463 485
internal_count=2379 2130 1924 206 1087 136 951 837 707 595 146 249 191 891 112 544 130 347 276 516 463 485
is_linear=0
shrinkage=0.0032998


Tree=5118
num_leaves=24
num_cat=0
split_feature=1 3 14 40 51 1 12 51 12 1 3 1 1 12 159 12 3 1 1 51 3 402 12
split_gain=9.85397 1.74888 1.12309 1.09701 0.823408 0.731644 0.595105 0.996401 0.592602 0.490073 0.587228 0.378115 0.266936 0.265964 0.179667 0.436223 0.162997 0.272716 0.146942 0.142538 0.169937 0.132051 0.0735671
threshold=0.10538500000000002 -0.055839999999999994 0.062655000000000016 -0.08483499999999998 0.10614000000000001 0.11869500000000001 0.077755000000000005 -0.096089999999999981 0.090345000000000023 0.11230000000000001 -0.095469999999999985 0.13840500000000003 0.08956500000000002 0.11721500000000001 0.030370000000000005 0.083785000000000012 0.092330000000000009 0.092655000000000015 0.084755000000000011 -0.094344999999999984 -0.066424999999999984 0.088375000000000023 0.085495000000000015
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 6 -3 5 -5 7 -1 12 -2 -11 -7 14 19 15 -8 17 -9 -17 -10 21 -21 -16
right_child=1 3 -4 4 -6 11 8 16 13 10 -12 -13 -14 -15 22 18 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0012727985771455762 0.0010050289380796919 -5.7862949239803462e-05 0.0014366072896705251 0.00059847187575083627 0.00082192440631213978 4.4751047351525755e-05 0.001390089487922022 0.00092943269973335383 0.00085685519859332972 0.0003877005264954978 0.00085670781270664347 0.00039468442792059259 0.00088237061838949396 0.00077022036988025106 0.00089933375523793446 0.0010915230865925049 0.00061388650297910239 0.0006400335094394504 0.0012454576135282498 0.0010131618729607326 0.00083651187018378675 0.0011851150560917758 0.0010823507344340181
leaf_weight=55 68 52 74 94 56 68 70 102 75 52 67 67 56 65 52 520 54 56 82 429 55 58 52
leaf_count=55 68 52 74 94 56 68 70 102 75 52 67 67 56 65 52 520 54 56 82 429 55 58 52
internal_value=0 0.000524504 0.00103711 0.000382293 0.000462725 0.000374733 0.00102049 0.000876043 0.00104594 0.0007806 0.00065206 0.000218683 0.00110536 0.000973403 0.00112141 0.00114151 0.000772945 0.000827084 0.00111255 0.000994751 0.00101377 0.00103371 0.000991181
internal_weight=0 524 1855 337 285 229 1781 267 1514 187 119 135 832 682 776 672 212 158 602 617 542 487 104
internal_count=2379 524 1855 337 285 229 1781 267 1514 187 119 135 832 682 776 672 212 158 602 617 542 487 104
is_linear=0
shrinkage=0.0032998


Tree=5119
num_leaves=16
num_cat=0
split_feature=14 16 11 11 0 3 16 0 3 4 13 3 0 16 3
split_gain=0.291582 0.482724 0.376417 0.57182 0.283279 0.30208 0.274788 0.29067 0.240131 0.238451 0.229479 0.217006 0.236652 0.219972 0.0687555
threshold=-0.10708499999999999 -0.0090499999999999973 0.093740000000000018 0.079915000000000014 -0.10264999999999998 -0.13088999999999998 -0.0092499999999999978 -0.15385999999999997 0.10449500000000002 0.0049200000000000008 -0.074749999999999997 -0.080339999999999981 -0.029554999999999994 -0.097499999999999989 0.097710000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 14 11 -9 -11 13 -13 -7 -2
right_child=2 -3 -4 -5 5 8 -8 9 -10 10 -12 12 -14 -15 -16
leaf_value=0.025657706604028382 0.0067129525677629759 0.0032835118643841036 -0.0070390974870567381 0.021019733848016441 -0.003649396781934646 0.017738734102229366 -0.0085287957735221426 -0.0096424393998661966 0.016850140597349114 -0.0020114556106483024 0.012217317045241935 0.0059071159655799 -0.0033304392553097396 0.0079048077418519252 0.015122777725194997
leaf_weight=58 61 52 59 75 73 70 61 54 73 81 53 605 90 862 52
leaf_count=58 61 52 59 75 73 70 61 54 73 81 53 605 90 862 52
internal_value=0 0.0150971 0.00621237 0.00656695 0.0060584 0.00693467 0.00176166 0.00385307 0.00739022 -0.000192031 0.00360294 0.00696467 0.0047083 0.00864534 0.0105989
internal_weight=0 110 2269 2210 2135 1773 362 301 1700 188 134 1627 695 932 113
internal_count=2379 110 2269 2210 2135 1773 362 301 1700 188 134 1627 695 932 113
is_linear=0
shrinkage=0.16829


Tree=5120
num_leaves=24
num_cat=0
split_feature=1 52 1 3 12 39 12 11 3 16 4 43 4 1 51 51 3 16 13 13 4 12 133
split_gain=13.9058 4.11077 2.12861 1.26977 1.11353 0.831569 0.911114 1.06771 0.808372 0.64232 0.607282 0.284419 0.430648 0.307754 0.249152 0.43527 0.380215 0.241941 0.218712 0.213084 0.178262 0.142483 0.109408
threshold=0.104035 -0.29521499999999995 0.12541500000000003 0.10323000000000002 0.089435000000000014 0.081875000000000017 0.090465000000000004 0.077290000000000011 0.30835000000000007 -0.38959499999999997 -0.0086449999999999982 -0.040789999999999993 -0.081189999999999984 0.078015000000000015 0.094975000000000018 0.078435000000000019 -0.075604999999999992 -0.28430999999999995 -0.010094999999999998 -0.016999999999999998 -0.068189999999999987 0.10070000000000001 0.082410000000000011
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 4 5 17 6 7 14 9 -4 11 13 -13 21 15 16 -1 -3 -19 22 -14 -8 -12
right_child=1 2 8 -5 -6 -7 10 -9 -10 -11 19 12 20 -15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0014168209453833298 0.0015610108883648921 0.00086353182646035594 0.00029145222854911181 0.00085944811257990087 0.0011630082364458498 0.0010715371951346506 0.0014356537265048988 0.0019248489564210373 9.3190115113992483e-05 0.00076115028607202147 0.0011225607600985189 0.00168672909487486 0.0014386579042126666 0.0011189286600968617 0.0016421096604442942 0.0011386878611857074 0.001635706259025662 0.00073827051692125771 0.00044549796809667075 0.0010082140674089969 0.0012076681214423996 0.0012244623602102015 0.0013359778088910172
leaf_weight=772 61 62 60 52 82 89 117 52 67 68 52 63 120 81 63 56 100 62 52 76 56 54 61
leaf_count=772 61 62 60 52 82 89 117 52 67 68 52 63 120 81 63 56 100 62 52 76 56 54 61
internal_value=0 0.000756424 0.000648002 0.00136964 0.000844767 0.00138426 0.00140039 0.00146195 0.000387485 0.000541255 0.00130593 0.00136748 0.00145022 0.00128887 0.00143762 0.0014237 0.00144196 0.000696296 0.000605034 0.00114583 0.00136536 0.00136917 0.00123808
internal_weight=0 514 453 1864 258 1812 1723 1043 195 128 680 491 239 252 991 928 872 176 114 189 176 171 113
internal_count=2378 514 453 1864 258 1812 1723 1043 195 128 680 491 239 252 991 928 872 176 114 189 176 171 113
is_linear=0
shrinkage=0.0032998


Tree=5121
num_leaves=17
num_cat=0
split_feature=3 1211 4 1 52 1453 2 2 52 52 42 13 52 2 42 13
split_gain=0.683391 0.400015 0.294798 0.372785 0.435265 0.259941 0.258767 0.228138 0.21459 0.338076 0.353594 0.264717 0.209055 0.16195 0.156976 0.0571177
threshold=0.30112000000000005 0.077345000000000011 -0.16772499999999999 0.079865000000000019 -0.15824499999999997 -0.064249999999999988 0.084675000000000014 0.13538500000000001 -0.092264999999999986 -0.034054999999999995 0.084675000000000014 0.055020000000000006 -0.48976999999999993 0.15109000000000003 0.087970000000000007 -0.070174999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -3 8 12 10 -10 -11 15 -9 -14 -7
right_child=-2 6 5 4 -6 7 -8 13 9 11 -12 -13 14 -15 -16 -17
leaf_value=0.002457084096336287 -0.0070127605349332069 0.0080205871793788148 -0.0030414806857851735 0.0096606117736108641 0.028961305623179962 0.0092861943615485908 0.022212420666669432 -0.0077806472004587597 0.0047969795500158834 0.0080022938233932136 -0.01031214940952286 0.00019699617653905685 0.011459059226207791 0.0054954019109178459 0.022350232455405676 0.0015918312491557843
leaf_weight=66 98 67 84 78 58 52 81 52 127 1106 67 139 140 52 52 59
leaf_count=66 98 67 84 78 58 52 81 52 127 1106 67 139 140 52 52 59
internal_value=0 0.00733043 0.00674166 0.0128666 0.017905 0.00609967 0.0157999 0.0065166 0.00697387 0.00611398 -0.000411861 0.0071323 0.0110517 -0.00112535 0.0144181 0.00521258
internal_weight=0 2280 2132 202 136 1930 148 1846 1742 1439 194 1245 303 104 192 111
internal_count=2378 2280 2132 202 136 1930 148 1846 1742 1439 194 1245 303 104 192 111
is_linear=0
shrinkage=0.16829


Tree=5122
num_leaves=16
num_cat=0
split_feature=1 34 0 43 474 151 474 160 1446 51 1 0 42 51 43
split_gain=0.448185 0.398439 0.269064 0.281669 0.19328 0.249456 0.240817 0.191272 0.155469 0.147725 0.193816 0.348891 0.323665 0.0619684 0.0521111
threshold=0.12072500000000001 -0.021334999999999996 -0.10417499999999999 -0.0084099999999999991 0.085020000000000012 0.050660000000000004 0.088435000000000014 -0.077944999999999987 0.088360000000000008 -0.15758999999999998 0.095950000000000021 -0.14216999999999999 0.093985000000000013 -0.26621499999999992 -0.013819999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 8 -6 -8 9 13 11 -11 -12 -3 -10
right_child=2 4 3 -5 6 -7 7 -9 14 10 12 -13 -14 -15 -16
leaf_value=0.020946325649699293 0.0076909043506791291 0.0084595425882258695 0.0010543377511466215 -0.01265594818529296 -0.0080310416679796465 0.016089678919616473 0.012651986381019178 0.00029894076018115666 -0.0038299395770777598 0.016567861826994323 -0.0010304310876472732 0.0061600030517985826 0.013459186745637104 0.015991625887346442 0.0036676354063489417
leaf_weight=52 68 66 99 74 58 75 55 101 53 99 211 1199 55 61 52
leaf_count=52 68 66 99 74 58 75 55 101 53 99 211 1199 55 61 52
internal_value=0 0.00638157 -0.00126799 -0.00479979 0.00601746 0.00656566 0.00121613 0.0046657 0.00616695 0.00655713 0.00610658 0.00695521 0.00195879 0.0120915 -9.97445e-05
internal_weight=0 2137 241 173 2085 1871 214 156 1796 1691 1564 1298 266 127 105
internal_count=2378 2137 241 173 2085 1871 214 156 1796 1691 1564 1298 266 127 105
is_linear=0
shrinkage=0.16829


Tree=5123
num_leaves=16
num_cat=0
split_feature=4 15 4 4 16 1453 2 43 15 15 4 484 2 42 15
split_gain=0.370754 0.452729 0.3031 0.314537 0.271334 0.264971 0.196395 0.188722 0.279407 0.241694 0.288473 0.200224 0.150438 0.161599 0.0998711
threshold=0.30163500000000004 -0.4680149999999999 0.076415000000000025 -0.17689999999999997 0.25032500000000008 -0.064249999999999988 0.097145000000000023 -0.15924499999999997 0.08568000000000002 0.11736500000000001 -0.10429499999999998 -0.16418499999999997 0.088665000000000008 0.087800000000000003 -0.2987999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 -1 8 -7 10 -9 -12 -4 -14 -3
right_child=1 14 12 5 -6 7 -8 9 -10 -11 11 -13 13 -15 -16
leaf_value=0.024227598600952204 0.0082580367065994281 -0.010981419806547429 0.019474657642929317 -0.0057353745039634141 0.0046839374899794277 0.018297782672010727 0.0095907170366489845 -0.0088107381343880825 0.0022482088076515587 0.013171830705137489 -0.0048224846047178645 0.0043967046386524881 0.0035832133719097981 0.015937281507335668 -0.0025353643526668914
leaf_weight=53 87 81 54 75 99 66 52 52 58 77 70 1351 72 52 79
leaf_count=53 87 81 54 75 99 66 52 52 58 77 70 1351 72 52 79
internal_value=0 -0.0015034 0.00537868 0.00477124 0.0110298 0.00404022 0.016996 0.00447927 0.0108052 0.00397203 0.0034899 0.00394129 0.0120335 0.00877844 -0.00682241
internal_weight=0 247 2131 1953 204 1749 105 1674 124 1550 1473 1421 178 124 160
internal_count=2378 247 2131 1953 204 1749 105 1674 124 1550 1473 1421 178 124 160
is_linear=0
shrinkage=0.16829


Tree=5124
num_leaves=15
num_cat=0
split_feature=3 13 132 41 3 3 151 3 13 51 51 50 15 4
split_gain=0.362241 0.626582 0.326465 0.647239 0.38122 0.244863 0.242376 0.328579 0.207341 0.194695 0.311173 0.155606 0.122091 0.0436606
threshold=0.11745500000000002 -0.11122999999999998 0.089075000000000015 0.07831500000000001 -0.092714999999999978 -0.23303499999999996 -0.091874999999999984 -0.12595999999999999 -0.082159999999999997 0.10446500000000002 0.07955000000000001 0.10944000000000002 -0.083029999999999979 -0.0087849999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 5 -4 -1 8 -8 -7 10 -9 -11 -2 -6
right_child=1 -3 4 -5 13 6 7 9 -10 11 -12 -13 -14 -15
leaf_value=0.013461114177400322 0.0089445747913426445 -0.017993901903911164 -0.013994496224932913 0.018845920563684653 0.0059642861488914687 0.0040465359013506161 -0.008253916922371372 0.0040053267926439106 0.017645407182637636 0.017144303052948354 -0.0058367429914259117 0.0055551802841592264 -0.0021628108005285421 -0.00058594067417744083
leaf_weight=81 59 57 56 92 62 62 65 1434 66 53 97 88 53 53
leaf_count=81 59 57 56 92 62 62 65 1434 66 53 97 88 53 53
internal_value=0 -0.00362457 0.00445385 0.00504677 -0.00260211 0.00439347 0.00399869 0.00347638 0.0110725 0.00393348 0.00338059 0.00992412 0.00367236 0.00292986
internal_weight=0 169 2209 2038 171 1946 1865 1737 128 1672 1531 141 112 115
internal_count=2378 169 2209 2038 171 1946 1865 1737 128 1672 1531 141 112 115
is_linear=0
shrinkage=0.16829


Tree=5125
num_leaves=20
num_cat=0
split_feature=4 13 49 13 403 1210 39 0 51 48 1446 4 151 16 16 0 16 13 4
split_gain=0.317541 0.21673 0.334201 0.743285 0.212932 0.288578 0.192463 0.184273 0.257986 0.238459 0.2482 0.363774 0.223628 0.176308 0.573804 0.243062 0.148216 0.129365 0.124529
threshold=0.029980000000000003 -0.0074049999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -0.53830999999999996 -0.036169999999999994 0.088895000000000016 -0.087284999999999988 -0.092674999999999993 0.092475000000000016 0.087985000000000022 -0.0092149999999999992 -0.088054999999999981 -0.13895999999999997 0.052915000000000011 -0.13892999999999997 -0.4957399999999999 -0.0097099999999999981 -0.081689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 13 -3 -4 -1 18 7 8 -7 10 11 -9 -10 15 -15 -2 -17 -14 -6
right_child=1 2 3 -5 5 6 -8 9 12 -11 -12 -13 17 14 -16 16 -18 -19 -20
leaf_value=0.015391601250237495 -0.0073882946937763637 -0.0071787503800219352 0.021457847026660617 -0.0013297194184714802 0.0026495778150405843 0.013392736241584763 -0.0047432943931182883 0.0056598433485534911 -0.0083685586553725218 -0.0017494310179308717 0.017592054527841749 0.016840885994560569 0.0049469960148570509 -0.016808172334518388 0.0042171581488174336 -0.0014103739847466489 0.0090485769952580661 -0.002379728213114103 -0.0073695929470382684
leaf_weight=53 70 52 70 96 65 56 53 809 59 85 65 92 240 76 71 67 89 95 76
leaf_count=53 70 52 70 96 65 56 53 809 59 85 65 92 240 76 71 67 89 95 76
internal_value=0 0.000357625 0.00457573 0.00826867 0.0048734 0.00454345 0.00520529 0.00555777 0.00270146 0.00677902 0.00753132 0.00680352 0.00117733 -0.00210283 -0.00664086 0.000840949 0.00454508 0.00286391 -0.00273808
internal_weight=0 591 218 166 1748 1695 1554 1501 450 1051 966 901 394 373 147 226 156 335 141
internal_count=2339 591 218 166 1748 1695 1554 1501 450 1051 966 901 394 373 147 226 156 335 141
is_linear=0
shrinkage=0.16829


Tree=5126
num_leaves=21
num_cat=0
split_feature=97 2 2 4 15 15 52 49 0 2 1 52 151 457 11 0 9 43 133 0
split_gain=0.285423 0.339068 0.405654 0.257741 0.464915 0.287607 0.347488 0.309532 0.299979 0.286668 0.223933 0.218713 0.192081 0.305146 0.197913 0.328459 0.129691 0.12235 0.286532 0.147537
threshold=-1.0000000180025095e-35 0.084095000000000017 0.083365000000000009 0.046720000000000005 -0.4680149999999999 -0.032704999999999991 0.0029250000000000005 0.11151500000000002 -0.095869999999999983 0.11404000000000002 0.077800000000000022 -0.074099999999999985 -0.091874999999999984 0.085090000000000013 0.082485000000000017 0.04939000000000001 0.086220000000000005 0.0054600000000000004 -0.031109999999999999 -0.091054999999999983
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 2 10 9 -5 6 7 8 -6 12 -2 -11 -3 14 15 -14 17 18 -12 -20
right_child=1 3 -4 4 5 -7 -8 -9 -10 11 16 -13 13 -15 -16 -17 -18 -19 19 -21
leaf_value=-0.0092146710921761008 -0.0047057463743208749 0.01031338430749245 0.018776584608455653 0.013263672533274776 -0.0020769638405998547 -0.014396044996918357 0.0077683232032352244 0.004555008578518047 -0.017320713485643423 0.018340447232704948 0.017944053730316052 0.0046022642657693848 0.0022721550129699221 -0.010760289432104936 -0.0068895829332198399 0.01569381651827377 0.014052420517798574 -0.00020329135510801266 0.01285104978488864 0.0030858225864385724
leaf_weight=52 58 81 70 52 76 60 81 64 71 59 55 75 862 52 60 55 55 89 53 259
leaf_count=52 58 81 70 52 76 60 81 64 71 59 55 75 862 52 60 55 55 89 53 259
internal_value=0 0.00338567 0.00667773 0.00210811 -0.00158198 -0.00378019 -0.0015927 -0.00519478 -0.00945181 0.00330794 0.00518613 0.0106646 0.00241823 0.001795 0.00246508 0.00307912 0.00631241 0.00537491 0.00673256 0.00475042
internal_weight=0 2287 639 1648 404 352 292 211 147 1244 569 134 1110 1029 977 917 511 456 367 312
internal_count=2339 2287 639 1648 404 352 292 211 147 1244 569 134 1110 1029 977 917 511 456 367 312
is_linear=0
shrinkage=0.16829


Tree=5127
num_leaves=21
num_cat=0
split_feature=0 4 159 2 2 403 10 150 0 150 4 2 52 50 2 0 403 0 0 52
split_gain=0.221908 0.299147 0.261113 0.271529 0.246641 0.221047 0.211708 0.261577 0.169743 0.221243 0.196629 0.204144 0.196013 0.124876 0.176943 0.148781 0.107635 0.11266 0.0904954 0.0539208
threshold=0.076335000000000014 -0.082184999999999994 0.084325000000000025 0.088475000000000012 0.086065000000000016 -0.111355 -0.0097449999999999985 0.11819500000000001 -0.096594999999999986 0.08926000000000002 -0.00013999999999999996 0.11693000000000002 -0.080899999999999986 -1.0000000180025095e-35 0.11657500000000001 -0.053259999999999995 -0.08569499999999998 -0.086254999999999984 -0.049464999999999988 -0.097839999999999996
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 2 3 4 5 -1 -3 8 9 10 12 -12 -8 -10 15 -15 -7 -18 -16 -2
right_child=19 6 -4 -5 -6 16 7 -9 13 -11 11 -13 -14 14 18 -17 17 -19 -20 -21
leaf_value=0.017204563580393795 -0.0076997423822472598 0.01056727463811674 -0.0043480207115748444 0.015813610448008383 -0.0045354687138570767 -0.0011839394735356622 0.00066062670780522219 0.013008395410396721 -0.0041806292409842308 -0.011927312720975572 0.0050786597648082403 -0.0066662671221343174 -0.013659247725967482 0.0024369334917055531 0.0045955965243537197 -0.0062639874453789936 0.0016515610068492028 0.011650350434740671 0.013990523008045529 -0.00097036844831697002
leaf_weight=57 61 78 52 102 54 53 56 55 81 53 186 54 52 955 66 59 53 82 53 77
leaf_count=57 61 78 52 102 54 53 56 55 81 53 186 54 52 955 66 59 53 82 53 77
internal_value=0 0.0029937 0.00684934 0.00830584 0.00573865 0.00801049 0.00199348 0.00159195 0.00120204 -0.00179746 -0.000249532 0.00242857 -0.00621749 0.00219429 0.00265163 0.0019289 0.00521337 0.00773821 0.00879499 -0.00395797
internal_weight=0 2201 453 401 299 245 1748 1670 1615 401 348 240 108 1214 1133 1014 188 135 119 138
internal_count=2339 2201 453 401 299 245 1748 1670 1615 401 348 240 108 1214 1133 1014 188 135 119 138
is_linear=0
shrinkage=0.16829


Tree=5128
num_leaves=16
num_cat=0
split_feature=12 448 2 0 0 12 52 16 16 52 0 1446 159 484 0
split_gain=0.356637 0.22109 0.360132 0.32228 0.201047 0.304702 0.295593 0.329161 0.21525 0.284558 0.185924 0.158465 0.178043 0.185904 0.0980037
threshold=-0.096234999999999987 -0.065209999999999976 -0.045829999999999989 -0.23046999999999998 -0.086544999999999997 0.085005000000000011 -0.091784999999999992 -0.025314999999999994 -0.0058249999999999994 -0.15086999999999998 -0.10023499999999998 0.08487500000000002 -0.080339999999999981 0.082450000000000009 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 -4 11 6 -6 -8 14 -10 -1 12 -5 -14 -7
right_child=1 2 3 4 5 8 7 -9 9 -11 -12 -13 13 -15 -16
leaf_value=-0.00032983463738386068 -0.0058658952862071269 0.015368715394095876 0.01503161543156876 -0.0095487093883610992 0.0004219076184375212 0.0028990210993950212 0.0044859763123138319 0.018245247955509285 0.0033942821409765588 -0.0057917909518385097 -0.014597177770460058 0.0083669779529729447 -0.00086434198785047473 0.0094856226647007033 0.0081227276000500667
leaf_weight=52 84 64 57 60 94 508 92 107 195 187 52 58 547 54 128
leaf_count=52 84 64 57 60 94 508 92 107 195 187 52 58 547 54 128
internal_value=0 0.00259699 0.00292832 0.00254596 0.00219449 0.0034348 0.00821913 0.0118932 0.00205602 -0.00109786 -0.00748078 -6.45517e-05 -0.000807101 6.26157e-05 0.00395316
internal_weight=0 2235 2151 2087 2030 1311 293 199 1018 382 104 719 661 601 636
internal_count=2339 2235 2151 2087 2030 1311 293 199 1018 382 104 719 661 601 636
is_linear=0
shrinkage=0.16829


Tree=5129
num_leaves=25
num_cat=0
split_feature=1 3 3 2 43 13 14 155 2 3 2 2 3 50 3 13 3 2 42 43 13 3 13 3
split_gain=15.6574 3.88998 2.15 1.38752 1.44668 1.13231 1.11651 0.973742 0.871625 0.710861 0.535394 0.40333 0.361546 0.19844 0.205081 0.359636 0.24956 0.110408 0.13573 0.128429 0.211658 0.176647 0.0603052 0.0666372
threshold=0.10124500000000002 -0.052614999999999995 0.091170000000000015 0.14823500000000003 -0.013199999999999998 -0.39451999999999993 0.062655000000000016 0.098655000000000007 0.10322500000000003 -0.12077499999999998 0.092365000000000017 0.10559 -0.15197999999999998 0.091320000000000012 -0.082254999999999981 -0.04917499999999999 -0.086424999999999988 0.11500500000000001 0.093735000000000013 -0.04009999999999999 -0.036584999999999993 -0.080734999999999987 -0.065674999999999983 -0.079214999999999994
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 7 6 4 11 -6 9 8 -2 12 13 -3 -1 14 16 -16 -11 19 -19 21 -21 -12 23 -15
right_child=1 3 -4 -5 5 -7 -8 -9 -10 10 17 -13 -14 22 15 -17 -18 18 -20 20 -22 -23 -24 -25
leaf_value=0.0014032713835499047 0.0012564342958079529 0.00061894308162363748 0.0009491014495633291 0.00019861126521430526 0.00056133658312854183 0.001148961799131957 0.0019170577506920196 0.0015827887607346436 0.00075354531463771627 0.001537260197580772 0.0014247162188791077 0.00024351749688369698 0.0010118222461417473 0.0014216021524313834 0.0014220331616885114 0.0016841999425419871 0.0016854180058333077 0.0016198264507402422 0.0013764471484126444 0.0013260817477906335 0.0015807227166644527 0.0012274597888332866 0.0013435971850423445 0.0015790282855302753
leaf_weight=53 97 77 84 68 56 100 65 52 62 322 93 53 52 94 234 78 215 52 55 79 70 117 59 52
leaf_count=53 97 77 84 68 56 100 65 52 62 322 93 53 52 94 234 78 215 52 55 79 70 117 59 52
internal_value=0 0.000834597 0.00146553 0.000623002 0.000723782 0.000938245 0.00149117 0.00118943 0.00106056 0.00147412 0.00149235 0.000466156 0.00120975 0.00153388 0.00155665 0.00148769 0.00159664 0.00139836 0.00149505 0.00136944 0.00144595 0.00131498 0.00143943 0.00147791
internal_weight=0 565 1774 354 286 156 1690 211 159 1625 1520 130 105 1054 849 312 537 466 107 359 149 210 205 146
internal_count=2339 565 1774 354 286 156 1690 211 159 1625 1520 130 105 1054 849 312 537 466 107 359 149 210 205 146
is_linear=0
shrinkage=0.0032998


Tree=5130
num_leaves=13
num_cat=0
split_feature=403 10 49 402 403 13 150 11 2 43 1208 12
split_gain=0.316761 0.314702 0.290143 0.230827 0.177675 0.21349 0.220961 0.266091 0.210828 0.19228 0.185641 0.130155
threshold=0.093800000000000008 -0.089679999999999982 0.15093000000000004 0.10265000000000002 0.068400000000000002 0.11251500000000002 0.088985000000000009 0.077290000000000011 0.10457000000000001 -0.051239999999999987 0.086590000000000014 0.093840000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 6 7 10 -9 -8 -3 -7
right_child=3 2 -4 -5 -6 11 9 8 -10 -11 -12 -13
leaf_value=-0.010821626048712306 0.014731215406756461 0.0034814292875218651 -0.008826447915165847 0.0026212193438185857 -0.0063700682942419455 -0.010666326297262755 0.0026095886738787114 0.019458784173463452 0.0050327080458304266 -0.0082343865758173138 -0.0064582377005450321 0.0011572211610757523
leaf_weight=55 96 1539 67 84 63 52 100 52 65 86 55 53
leaf_count=55 96 1539 67 84 63 52 100 52 65 86 55 53
internal_value=0 0.00174198 0.00206693 0.00908987 0.00242124 0.00269879 0.00310822 0.00370748 0.0114597 -0.00239463 0.00313734 -0.00468114
internal_weight=0 2187 2132 180 2065 2002 1897 1711 117 186 1594 105
internal_count=2367 2187 2132 180 2065 2002 1897 1711 117 186 1594 105
is_linear=0
shrinkage=0.16829


Tree=5131
num_leaves=17
num_cat=0
split_feature=48 1213 43 9 0 50 51 43 11 0 12 2 1212 43 133 133
split_gain=0.417587 0.195388 0.241857 0.34734 0.313755 0.221232 0.312599 0.2215 0.201743 0.345501 0.198369 0.163084 0.132361 0.0986179 0.20382 0.109525
threshold=0.13252500000000003 -0.086979999999999988 0.033005000000000007 -1.0000000180025095e-35 -0.10803999999999998 -0.23771499999999998 -0.083574999999999997 -0.082979999999999984 0.086080000000000018 -0.037224999999999994 0.085615000000000011 0.093565000000000023 -1.0000000180025095e-35 0.099260000000000015 -0.24124499999999996 -0.46609499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -4 -5 7 -7 9 -8 -1 -9 -12 -6 15 -15
right_child=-2 2 4 5 13 6 8 11 -10 -11 12 -13 -14 14 -16 -17
leaf_value=0.01639713214045653 -0.012995119612129022 -0.011513112115033572 0.018105463602312605 0.010778812528464207 0.0082290459770518829 -0.011615091536724803 0.0017745817655130951 0.0033050203005983354 -0.0065594309525775531 0.011576258953350235 0.0089403111492032047 -0.006545220131641342 -0.0022353704361115375 -5.5942859401256391e-05 -0.0072968641259728182 0.010443263929142238
leaf_weight=52 52 60 52 70 90 79 1250 108 72 111 67 85 54 54 53 58
leaf_count=52 52 60 52 70 90 79 1250 108 72 111 67 85 54 54 53 58
internal_value=0 0.00224987 0.00180938 0.00107676 0.00618258 0.00150334 0.00112148 -0.00410659 0.00211508 0.0025753 0.00769331 -0.00102386 0.00393797 0.0037442 0.00128704 0.00536511
internal_weight=0 2315 2142 1835 307 1775 1705 272 1433 1361 173 193 121 255 165 112
internal_count=2367 2315 2142 1835 307 1775 1705 272 1433 1361 173 193 121 255 165 112
is_linear=0
shrinkage=0.16829


Tree=5132
num_leaves=11
num_cat=0
split_feature=48 13 10 1456 51 1 0 0 156 11
split_gain=0.288903 0.20838 0.388311 0.165511 0.15807 0.20853 0.285502 0.206302 0.18578 0.181555
threshold=0.13252500000000003 -0.48634999999999995 -0.088499999999999981 -0.16130999999999998 0.14163500000000004 0.089625000000000024 -0.22607999999999998 -0.14989499999999997 0.086860000000000007 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5 -9 -8
right_child=-2 2 3 4 -6 6 9 8 -10 -11
leaf_value=0.012017213092079104 -0.010808174458139287 -0.012611275880210302 -0.0059673990366489399 0.012381988988365247 0.011142201863913204 -0.012128549067363159 -0.00023278210267576338 0.0034546910612635005 -0.0027959493733957621 0.010046194490273845
leaf_weight=56 52 53 72 66 55 54 592 1162 152 53
leaf_count=56 52 53 72 66 55 54 592 1162 152 53
internal_value=0 0.00187137 0.00161906 0.00196176 0.00223013 0.0019935 -0.00037239 0.00319317 0.00273027 0.000609062
internal_weight=0 2315 2259 2206 2134 2079 699 1380 1314 645
internal_count=2367 2315 2259 2206 2134 2079 699 1380 1314 645
is_linear=0
shrinkage=0.16829


Tree=5133
num_leaves=13
num_cat=0
split_feature=3 11 132 3 16 2 15 49 15 4 4 2
split_gain=0.218283 0.393669 0.219662 0.397343 0.515416 0.398436 0.302037 0.191098 0.310846 0.207703 0.309326 0.203438
threshold=-0.24190499999999995 0.093970000000000012 0.10613500000000002 0.10323000000000002 -0.24900499999999998 0.11728500000000001 -0.44206999999999991 0.0033550000000000003 -0.03886499999999999 -0.21586499999999997 -0.1075 0.11444000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2 9 11 -8 -11 -9
right_child=1 -3 -4 4 5 -7 7 8 -10 10 -12 -13
leaf_value=0.01118079900457827 -0.0095187409305210434 -0.013275011460430789 0.0090686364251595705 0.0049223162196524329 -0.0045537562473617534 -0.024101557727842764 0.011041087415857175 -0.00087546919374257204 -0.011796326164052644 -0.0099223829519340893 0.0030654005523924914 0.0097019350583367261
leaf_weight=62 65 53 101 73 69 52 87 303 64 54 1322 62
leaf_count=62 65 53 101 73 69 52 87 303 64 54 1322 62
internal_value=0 0.00105796 0.00139608 0.00103498 -0.00622764 -0.0129693 0.00175585 0.00214414 -0.000976019 0.0030603 0.0025544 0.000916319
internal_weight=0 2305 2252 2151 194 121 1957 1892 429 1463 1376 365
internal_count=2367 2305 2252 2151 194 121 1957 1892 429 1463 1376 365
is_linear=0
shrinkage=0.16829


Tree=5134
num_leaves=26
num_cat=0
split_feature=12 3 43 12 150 150 12 43 3 3 3 3 3 40 12 52 133 12 481 43 3 12 3 481 3
split_gain=18.9545 4.01249 3.56997 2.36247 1.6437 0.940639 1.03162 0.8767 0.874596 0.59119 0.633485 0.555478 0.505499 0.463538 0.422907 0.412654 0.322655 0.308235 0.283814 0.252006 0.197853 0.196373 0.180828 0.084976 0.0821168
threshold=0.077755000000000005 0.11745500000000002 -0.027294999999999996 0.10597500000000001 0.083205000000000015 0.088985000000000009 0.086795000000000011 -0.082534999999999983 0.077930000000000013 -0.15680499999999997 -0.096099999999999977 -0.10175499999999998 0.31370500000000007 -0.08440499999999998 0.13820000000000002 0.044705000000000002 -1.0000000180025095e-35 0.11408000000000001 -0.048124999999999994 -0.011764999999999998 -0.082539999999999988 0.093595000000000025 -0.081784999999999983 -0.059779999999999993 -0.090854999999999977
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=1 2 7 5 8 6 11 13 -4 -8 21 -2 -3 -1 15 17 19 -5 -18 -12 23 -11 -22 -13 -25
right_child=3 12 4 14 -6 -7 9 -9 -10 10 16 20 -14 -15 -16 -17 18 -19 -20 -21 22 -23 -24 24 -26
leaf_value=0.00073983030912633436 0.002116357663640882 0.00065861569871020838 0.0012688632805730518 0.0010663951732877886 0.00084339771883561372 0.0013458806067791625 0.0019306774978074843 0.00055578118629697392 0.0017186780605444696 0.0012367180360450649 0.0018871951048207345 0.0018204598688391159 0.00027684975572487441 0.0011529529537635205 0.0010416127847422641 0.0015779920516586264 0.0018075963521654388 0.0014190638119344393 0.0015471182863809399 0.0016612915986623517 0.0020180764693601434 0.0015178032193995284 0.0017655452202069294 0.0017690062997587391 0.0016141554950465037
leaf_weight=53 58 77 90 53 52 100 63 100 101 62 73 62 75 69 54 70 53 58 430 243 56 52 80 66 117
leaf_count=53 58 77 90 53 52 100 63 100 101 62 73 62 75 69 54 70 53 58 430 243 56 52 80 66 117
internal_value=0 0.000936317 0.00108852 0.00160912 0.00136507 0.00165696 0.00167891 0.000785646 0.00150691 0.00161882 0.00159726 0.00181244 0.000470476 0.00097377 0.00130058 0.00137765 0.00163032 0.00125099 0.00157577 0.00171359 0.00176608 0.00136524 0.00186979 0.00170837 0.0016702
internal_weight=0 617 465 1750 243 1515 1415 222 191 976 913 439 152 122 235 181 799 111 483 316 381 114 136 245 183
internal_count=2367 617 465 1750 243 1515 1415 222 191 976 913 439 152 122 235 181 799 111 483 316 381 114 136 245 183
is_linear=0
shrinkage=0.0032998


Tree=5135
num_leaves=26
num_cat=0
split_feature=1 3 4 376 3 4 1 0 3 160 3 3 13 12 43 43 43 43 1 12 4 16 0 0 3
split_gain=16.2986 2.74671 1.40482 0.972547 0.934837 0.805846 0.682535 0.595155 0.56482 0.529208 0.611412 0.475921 0.461056 0.399979 0.321161 0.292909 0.270373 0.703783 0.289066 0.200257 0.158574 0.116018 0.174703 0.0991395 0.0902865
threshold=0.104035 -0.048154999999999996 0.41181500000000004 0.083785000000000012 0.31343500000000007 -0.082249999999999976 0.098370000000000027 -0.086984999999999993 0.085315000000000016 -0.015149999999999999 -0.14070999999999997 0.0075150000000000008 -1.0000000180025095e-35 0.093840000000000021 -0.0088849999999999988 -0.14188999999999999 0.019675000000000002 -1.0000000180025095e-35 0.09202500000000001 0.096210000000000004 -0.00027999999999999998 -0.088869999999999991 -0.073574999999999988 -0.14032999999999998 -0.088654999999999998
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 12 4 11 7 8 -1 13 -9 -11 -3 -2 16 15 -12 17 18 -7 -15 -18 -21 -23 -13 -17
right_child=1 3 -4 -5 -6 6 -8 9 -10 10 14 23 -14 19 -16 24 20 -19 -20 21 -22 22 -24 -25 -26
leaf_value=0.0016656986847965608 0.0009578283045034952 0.00046858060889355869 0.00053412999887990896 6.5949198923419988e-05 0.00022320610704270531 0.0013392819348576996 0.00093105822861887309 0.0011209790120550681 0.0009437479832156919 0.001751168056788537 0.0012513313203679612 0.00070618697055811112 0.0013530508515436526 0.0010561809815078933 0.0012038004849258728 0.0014555169186627394 0.0012902478092366076 0.0016469237459359127 0.0010796723195387852 0.0011005609303318265 0.0010424055581186829 0.0013997004918486285 0.0011967612390495145 0.00091059102933857235 0.0016486112810679176
leaf_weight=89 69 81 60 58 74 638 65 79 53 53 59 57 62 86 95 67 68 81 52 52 52 83 116 52 52
leaf_count=89 69 81 60 58 74 638 65 79 53 53 59 57 62 86 95 67 68 81 52 52 52 83 116 52 52
internal_value=0 0.000639716 0.00095339 0.000453545 0.000538566 0.001305 0.00126293 0.00141956 0.00127974 0.00136539 0.00142451 0.000661205 0.00114515 0.00129421 0.00136096 0.00144464 0.00133119 0.00135418 0.00131977 0.00119634 0.00118314 0.00124422 0.00128158 0.000804024 0.00154019
internal_weight=0 513 191 322 264 1840 1346 494 1281 405 326 190 131 1228 273 178 891 771 690 337 120 251 199 109 119
internal_count=2353 513 191 322 264 1840 1346 494 1281 405 326 190 131 1228 273 178 891 771 690 337 120 251 199 109 119
is_linear=0
shrinkage=0.0032998


Tree=5136
num_leaves=17
num_cat=0
split_feature=1 52 14 0 42 3 39 2 3 3 43 42 11 51 42 42
split_gain=19.5377 3.95912 1.78795 1.75635 1.34251 1.21055 0.719402 0.640816 0.594895 0.551452 1.05982 0.264346 0.311192 0.385788 0.256238 0.136539
threshold=0.104035 -0.41304999999999997 0.054835000000000009 -0.060199999999999997 0.077855000000000021 -0.048154999999999996 0.081875000000000017 0.11793500000000001 0.08734500000000002 0.30835000000000007 -0.049364999999999992 0.089625000000000024 1.0000000180025095e-35 -0.091399999999999981 0.090570000000000025 0.095935000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -3 7 8 11 10 -7 12 13 -1 -13 -16
right_child=1 3 -4 4 -6 9 -8 -9 -10 -11 -12 14 -14 -15 15 -17
leaf_value=0.001309107361857749 0.001581378799249714 0.001165057329648886 0.0020199101456157905 0.00014145080425388535 0.00079119526911820099 0.00049620496037796225 0.0011842244210085564 0.0011897869739096218 0.0012464241290692536 0.00042952988931260831 0.0010352941849737477 0.0012315972671916489 0.0017962972419196652 0.0015531834212812194 0.001567441134446736 0.0014261517592541902
leaf_weight=78 58 78 69 97 54 73 88 74 92 65 88 54 54 995 130 206
leaf_count=78 58 78 69 97 54 73 88 74 92 65 88 54 54 995 130 206
internal_value=0 0.000769005 0.00149739 0.000665372 0.000374043 0.000809962 0.00147702 0.00149231 0.0015062 0.000687251 0.000791081 0.00152193 0.001548 0.00153547 0.00144649 0.00148092
internal_weight=0 513 1840 455 151 304 1771 1683 1609 226 161 1517 1127 1073 390 336
internal_count=2353 513 1840 455 151 304 1771 1683 1609 226 161 1517 1127 1073 390 336
is_linear=0
shrinkage=0.0032998


Tree=5137
num_leaves=21
num_cat=0
split_feature=1 52 12 3 52 15 2 151 3 3 3 12 3 483 1429 12 52 52 15 13
split_gain=19.4767 4.35703 1.09893 1.03684 0.814444 0.787163 0.774496 0.628125 0.61091 0.459136 0.751203 0.449035 0.410426 0.33674 0.281109 0.358605 0.187493 0.222743 0.174884 0.162689
threshold=0.104035 -0.41304999999999997 -0.08731499999999999 -0.049204999999999992 -0.083939999999999987 -0.24042999999999998 0.11366500000000002 -0.079914999999999986 0.091170000000000015 0.077930000000000013 0.31343500000000007 0.093840000000000021 -0.10919499999999999 -0.041389999999999989 0.084770000000000012 0.083785000000000012 0.024560000000000002 0.10347000000000002 -0.032264999999999995 -0.04917499999999999
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 -2 -1 5 -5 -3 8 -6 11 -9 -11 13 -13 -4 15 -15 19 -18 -8 -14
right_child=1 3 6 4 7 -7 18 9 -10 10 -12 12 16 14 -16 -17 17 -19 -20 -21
leaf_value=0.0012702668474811323 0.0017998101035527189 0.00075982849492570235 0.0019492781787476315 0.00040916788756832921 0.0011363351738324708 0.001269255753044287 0.0015526658015115038 0.00053957977174002279 0.0014317978327254193 0.0011499269288670251 0.0006092972147243741 0.0018732993554156988 0.0013456311974664645 0.0018849379361488745 0.0015442877004477158 0.0017242213707294065 0.001821818832116419 0.0015454162393499882 0.0012979466723899646 0.0015736047412113869
leaf_weight=71 58 54 93 67 54 87 69 80 83 54 59 59 59 191 78 850 56 82 56 93
leaf_count=71 58 54 93 67 54 87 69 80 83 54 59 59 59 191 78 850 56 82 56 93
internal_value=0 0.000947522 0.0016748 0.000838802 0.000732893 0.00107441 0.00169101 0.000820562 0.00171017 0.000732028 0.000867963 0.00172494 0.00161934 0.00175533 0.00173917 0.00175374 0.00156755 0.00165783 0.00143883 0.00148535
internal_weight=0 513 1840 455 314 141 1769 247 1644 193 113 1561 349 1212 1119 1041 290 138 125 152
internal_count=2353 513 1840 455 314 141 1769 247 1644 193 113 1561 349 1212 1119 1041 290 138 125 152
is_linear=0
shrinkage=0.0032998


Tree=5138
num_leaves=10
num_cat=0
split_feature=34 43 457 52 130 376 48 1446 1429
split_gain=0.30947 0.238692 0.268486 0.263868 0.191147 0.234395 0.175111 0.162485 0.201833
threshold=-0.083689999999999987 -0.23269999999999999 0.11251000000000001 -0.010614999999999998 -0.07639 0.085245000000000015 -0.085909999999999986 0.10060500000000001 0.085090000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 6 -6 8 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0071228666904920588 0.021822783186373748 -0.0022073687719112961 -0.0063801830009345408 0.0068854146050360537 0.016026982427299177 -0.0047564516426248336 0.0054707886635570243 0.01483775395532418 0.012823214058772747
leaf_weight=52 55 80 52 87 53 54 1747 60 113
leaf_count=52 55 80 52 87 53 54 1747 60 113
internal_value=0 0.00599038 0.00554932 0.0126837 0.00584459 0.00616326 0.00646304 0.0061981 0.00591843
internal_weight=0 2301 2159 142 2107 2027 1973 1920 1860
internal_count=2353 2301 2159 142 2107 2027 1973 1920 1860
is_linear=0
shrinkage=0.16829


Tree=5139
num_leaves=14
num_cat=0
split_feature=3 0 483 457 1 0 43 3 50 150 49 13 49
split_gain=0.250385 0.460882 0.197855 0.183323 0.83007 0.279641 0.342104 0.340938 0.377223 0.313965 0.200106 0.389485 0.114371
threshold=-0.23303499999999996 0.076335000000000014 -0.094369999999999996 0.060310000000000009 0.10080500000000002 -0.11242999999999999 -0.054574999999999992 -0.12077499999999998 0.11875500000000001 0.087675000000000017 -1.0000000180025095e-35 -0.061199999999999991 -0.062709999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 12 6 -4 -7 9 -9 -8 -12 -5
right_child=1 -3 3 4 -6 7 10 8 -10 -11 11 -13 -14
leaf_value=0.013356415654963186 0.012557317073931228 -0.0090440578329037662 0.00084721108303329211 0.013384637623524457 -0.016367456909572944 -0.0067378797978455826 0.0051206978833242094 0.0046582299113372815 -0.006105187590022404 0.014873726799247393 0.0072639730913242918 0.02490035548825521 0.0025802554753463535
leaf_weight=92 90 70 85 55 62 78 57 1385 87 91 65 79 57
leaf_count=92 90 70 85 55 62 78 57 1385 87 91 65 79 57
internal_value=0 0.00438936 0.00481936 0.00448704 -0.0007354 0.00495953 0.00982017 0.00411131 0.00465387 0.00528926 0.0136058 0.016952 0.00790202
internal_weight=0 2261 2191 2101 174 1927 286 1641 1563 1476 201 144 112
internal_count=2353 2261 2191 2101 174 1927 286 1641 1563 1476 201 144 112
is_linear=0
shrinkage=0.16829


Tree=5140
num_leaves=29
num_cat=0
split_feature=1 1 52 2 12 4 16 12 2 13 52 1 160 16 133 1 16 2 4 4 43 3 13 2 3 12 52 43
split_gain=13.5231 3.00637 1.80728 1.07198 0.997583 0.840614 0.684029 0.815899 0.784215 0.689802 0.358028 0.475843 0.317115 0.35285 0.269088 0.269089 0.254722 0.316515 0.290646 0.210502 0.29029 0.171542 0.148786 0.145273 0.151714 0.125682 0.125606 0.0514854
threshold=0.104035 0.13554500000000003 -0.41304999999999997 0.091895000000000018 0.089435000000000014 0.50373500000000015 -0.0062149999999999992 0.083935000000000023 0.084995000000000015 -0.0031999999999999993 -0.45478499999999994 0.088595000000000021 -1.0000000180025095e-35 -0.41863499999999992 0.26786500000000008 0.09202500000000001 -0.067914999999999989 0.096930000000000016 0.060575000000000011 -0.031874999999999994 -0.073574999999999988 -0.086424999999999988 -0.044684999999999996 0.08400500000000001 -0.085374999999999993 0.092900000000000024 -0.085464999999999985 -0.011764999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 12 -3 7 8 -1 21 25 16 -4 -14 15 23 18 -18 22 -19 -21 -8 -12 27 -25 -5 -23 -9
right_child=1 5 4 10 -6 -7 9 14 -10 -11 11 -13 13 -15 -16 -17 17 19 -20 20 -22 26 -24 24 -26 -27 -28 -29
leaf_value=0.0012413963266999679 0.0017290326397117882 0.00086217600200501202 0.0011608129645696956 0.0018062931816407626 0.0013581723947643763 0.000351404928644475 0.0018905101556478334 0.0018723404959885045 0.0016744900515195786 0.002121617311803119 0.0015937742127375859 0.0012163281560509187 0.0010632010654919256 0.00076262507297279855 0.0015076360673587134 0.0014922000630613176 0.0016159763964842706 0.0012514931717093839 0.0014544077283384132 0.0016508372494758396 0.0012964838133808427 0.0015639697544727659 0.0018454364847033471 0.0016188615498128327 0.0017501558302052435 0.0015671135778736267 0.0017772773033731531 0.0017422823760814266
leaf_weight=102 54 70 66 52 99 71 52 92 84 66 56 70 75 102 87 60 85 90 83 52 52 73 54 177 245 52 59 73
leaf_count=102 54 70 66 52 99 71 52 92 84 66 56 70 75 102 87 60 85 90 83 52 52 73 54 177 245 52 59 73
internal_value=0 0.00101952 0.00116694 0.00161579 0.00107809 0.000605229 0.00167564 0.00163369 0.00143718 0.00182987 0.00150735 0.00147281 0.000963835 0.000890187 0.00168343 0.00170702 0.00151077 0.00144573 0.00160462 0.00137096 0.001474 0.00172503 0.00171764 0.00172892 0.00169517 0.00168704 0.00165958 0.00181501
internal_weight=0 537 396 1816 342 141 1170 920 186 250 646 542 243 177 734 647 472 279 193 194 104 184 110 587 422 104 132 165
internal_count=2353 537 396 1816 342 141 1170 920 186 250 646 542 243 177 734 647 472 279 193 194 104 184 110 587 422 104 132 165
is_linear=0
shrinkage=0.0032998


Tree=5141
num_leaves=14
num_cat=0
split_feature=4 403 403 13 1456 1456 49 13 15 41 1429 16 4
split_gain=0.540852 0.345023 0.218297 0.238067 0.189699 0.221373 0.212094 0.557847 0.282691 0.276174 0.218118 0.136442 0.106031
threshold=0.59999500000000017 -0.53379499999999991 0.085190000000000002 -0.0042049999999999995 -0.14739999999999998 -0.077604999999999993 -0.020999999999999994 -0.075679999999999983 -0.088774999999999979 0.075585000000000013 0.087865000000000013 -0.090639999999999984 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 11 -3 -6 7 12 -9 10 -8 -4 -7
right_child=-2 2 3 -5 5 6 9 8 -10 -11 -12 -13 -14
leaf_value=-0.0071360806198077558 -0.011275177395472458 -0.0035521642477132727 0.012803332314779634 0.01811588359220264 0.013968027629829401 0.012609720027640449 0.0054724422544411393 -0.015581655150644313 -0.00091837918921950344 0.014465835876153455 -0.0047921606653416457 0.0015535894392260119 0.0036095630726357643
leaf_weight=64 59 73 52 76 78 78 1403 56 112 94 61 75 72
leaf_count=64 59 73 52 76 78 78 1403 56 112 94 61 75 72
internal_value=0 0.00503466 0.00538476 0.0106537 0.0048562 0.00517125 0.00480454 0.000837167 -0.00581683 0.00561316 0.00504352 0.00617393 0.00830162
internal_weight=0 2294 2230 203 2027 1954 1876 318 168 1558 1464 127 150
internal_count=2353 2294 2230 203 2027 1954 1876 318 168 1558 1464 127 150
is_linear=0
shrinkage=0.16829


Tree=5142
num_leaves=24
num_cat=0
split_feature=4 3 3 43 2 0 4 40 3 3 156 4 3 43 3 0 12 50 16 2 12 0 0
split_gain=19.6676 9.1148 2.24824 2.88993 1.65028 1.54828 1.09995 0.901553 0.890137 1.17036 0.815699 0.800954 0.779876 0.545314 0.483142 0.496464 0.385683 0.367769 0.353612 0.406211 0.248956 0.151561 0.126699
threshold=0.27161500000000005 -0.065974999999999992 0.20828500000000003 -0.049364999999999992 0.096425000000000025 -0.10075499999999998 0.053255000000000004 -0.083564999999999987 -0.13795999999999997 -0.084794999999999995 0.050840000000000003 0.51400500000000016 0.11745500000000002 -0.082689999999999986 -0.14162499999999997 -0.076639999999999986 0.083615000000000009 0.11174500000000002 -0.061784999999999993 0.097880000000000009 0.096535000000000024 -0.12118 -0.071519999999999986
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=1 4 3 7 6 12 14 -3 -6 -10 18 -7 -2 -9 -1 16 -16 -18 21 -20 -11 -5 -17
right_child=5 2 -4 10 8 11 -8 13 9 20 -12 -13 -14 -15 15 22 17 -19 19 -21 -22 -23 -24
leaf_value=0.0021688796443018184 0.0012779743090473429 0.00070457655546879352 0.00069106566698089427 0.0015019634411579858 0.0018911093627498516 0.00071746728669053563 0.0015163403327670287 0.0014712112126322439 0.0010904396906822053 0.0017776042853311304 0.001934542493173432 0.00021314520179630271 0.00074894795375448568 0.0010169753549908842 0.0021837951579762797 0.0016239207381176677 0.001922616705524403 0.0016524771541593492 0.0015671433529611098 0.0011559445720866828 0.0015141135648947519 0.0017471556366109875 0.0018153102257662845
leaf_weight=75 69 54 55 55 90 102 84 53 57 79 63 52 55 65 59 80 807 61 55 52 84 63 84
leaf_count=75 69 54 55 55 90 102 84 53 57 79 63 52 55 65 59 80 807 61 55 52 84 63 84
internal_value=0 0.00170374 0.00132286 0.00139832 0.00182946 0.000768861 0.00188308 0.00105927 0.00161315 0.00149928 0.00160069 0.000547405 0.00104361 0.0012213 0.00190947 0.0018916 0.00192154 0.00190367 0.00150705 0.00136764 0.00164203 0.00163317 0.00172216
internal_weight=0 2075 515 460 1560 278 1250 172 310 220 288 154 124 118 1166 1091 927 868 225 107 163 118 164
internal_count=2353 2075 515 460 1560 278 1250 172 310 220 288 154 124 118 1166 1091 927 868 225 107 163 118 164
is_linear=0
shrinkage=0.0032998


Tree=5143
num_leaves=13
num_cat=0
split_feature=3 42 43 43 1454 14 15 42 1 0 4 4
split_gain=0.484841 0.309948 0.196723 0.271805 0.227219 0.286152 0.274455 0.208177 0.195059 0.144987 0.148956 0.0292004
threshold=0.31370500000000007 0.13747000000000001 0.070325000000000013 0.0019650000000000002 0.095590000000000022 -0.10708499999999999 -0.42075999999999997 0.089305000000000009 0.12958500000000003 -0.099059999999999995 0.0015850000000000003 -0.07581499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -5 -8 -4 11 -11
right_child=-2 -3 9 7 -6 6 8 -9 -10 10 -12 -13
leaf_value=0.017581761124384303 -0.0074495464063849296 -0.0067879863062076228 0.018342408387953157 -0.0089116153895303484 -0.0045363902162222601 -0.0058430161112028546 0.0058668019747575148 0.0037849227423550533 0.015581808760138339 0.0091619370391252328 0.0015255209282065332 0.014839241049091637
leaf_weight=61 84 56 53 63 57 55 1607 87 61 55 61 53
leaf_count=61 84 56 53 63 57 55 1607 87 61 55 61 53
internal_value=0 0.00556179 0.00587511 0.00534347 0.00590494 0.00623955 0.00583696 -0.00153565 0.00622316 0.010635 0.00820732 0.0119647
internal_weight=0 2269 2213 1991 1841 1784 1723 150 1668 222 169 108
internal_count=2353 2269 2213 1991 1841 1784 1723 150 1668 222 169 108
is_linear=0
shrinkage=0.16829


Tree=5144
num_leaves=20
num_cat=0
split_feature=4 40 150 0 376 0 0 4 11 0 4 0 11 50 50 483 4 42 0
split_gain=26.439 5.06123 2.17069 2.12541 1.5557 0.93802 0.909155 1.2452 0.702639 0.81662 0.815919 0.632081 0.402789 0.371581 0.441086 0.369383 0.294276 0.166023 0.160787
threshold=0.30163500000000004 -0.026419999999999996 0.081245000000000026 -0.11327499999999999 0.049360000000000008 -0.083914999999999976 -0.10147999999999999 0.51400500000000016 1.0000000180025095e-35 -0.076539999999999983 -0.49013999999999996 -0.026509999999999995 0.085155000000000022 0.11690000000000002 0.086295000000000011 -0.067254999999999995 -0.026269999999999998 -0.079234999999999986 -0.18560999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 -1 -5 18 -8 9 13 -11 17 -10 14 15 -3 -16 -12 -2
right_child=6 2 3 5 -6 -7 7 -9 12 10 11 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0016575511174919501 0.0011480104649695523 0.002264859615628511 0.0010953765444470761 0.0020805300691207652 0.0010316030674891513 0.001501717993816061 0.00082867574518922149 0.00020521652390143976 0.0024225826660232387 0.0022252312416912745 0.0020000453902471252 0.0014652578781455148 0.0020390017122183619 0.0017671962005276467 0.0022987826770205968 0.0019729742908221218 0.0020356922422259363 0.0018111207997085143 0.00088452072729496933
leaf_weight=89 52 52 61 76 85 52 103 53 58 55 66 56 66 68 97 808 97 306 53
leaf_count=89 52 52 61 76 85 52 103 53 58 55 66 56 66 68 97 808 97 306 53
internal_value=0 0.00189151 0.00194044 0.00160369 0.00135197 0.00184566 0.00077744 0.000617085 0.00197723 0.00195855 0.00184421 0.00179517 0.0022187 0.00200775 0.00202323 0.00199066 0.00216742 0.00184473 0.00101535
internal_weight=0 2092 1918 189 174 128 261 156 1729 1605 483 428 124 1122 1054 860 194 372 105
internal_count=2353 2092 1918 189 174 128 261 156 1729 1605 483 428 124 1122 1054 860 194 372 105
is_linear=0
shrinkage=0.0032998


Tree=5145
num_leaves=18
num_cat=0
split_feature=4 2 13 12 2 4 4 2 11 43 4 158 52 52 0 4 2
split_gain=11.9429 3.85867 1.47737 1.10051 0.768013 0.65118 0.626279 0.425397 0.792082 0.351977 0.34405 0.32933 0.334812 0.282397 0.237264 0.156776 0.0988694
threshold=0.30163500000000004 0.14106500000000002 -0.16392499999999996 -0.011819999999999999 0.13538500000000001 -0.011154999999999998 0.029980000000000003 0.10188000000000001 1.0000000180025095e-35 -0.065804999999999989 0.45363500000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.41304999999999997 -0.079249999999999987 -0.050564999999999992 0.092300000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 10 -4 7 8 14 -7 -2 12 -8 -9 -5 -15 -14
right_child=4 -3 3 6 -6 9 11 13 -10 -11 -12 -13 16 15 -16 -17 -18
leaf_value=0.00081891721880362122 0.00048805529347359551 0.00051093265068454484 0.00080945442399332518 0.0014316383615025573 0.00029010805632199071 0.0010615383596938924 0.00094551121074964279 0.0013950577414489672 0.0017815449916395196 0.0014393498198571968 0.00079660602825581907 0.0014116347176645195 0.0011437546408834003 0.0012652830424421677 0.0013290368189918986 0.0010043468837236545 0.0013379701016985467
leaf_weight=59 65 64 58 916 84 57 61 86 64 53 103 74 58 53 353 52 66
leaf_count=59 65 64 58 916 84 57 61 86 64 53 103 74 58 53 353 52 66
internal_value=0 0.00130947 0.00133488 0.00135046 0.000548466 0.00109412 0.0013746 0.00140025 0.00142132 0.0012439 0.000677436 0.0012235 0.00114806 0.00125304 0.00140313 0.00113639 0.00124741
internal_weight=0 2074 2010 1951 252 168 1783 1524 1333 110 168 259 185 191 1269 105 124
internal_count=2326 2074 2010 1951 252 168 1783 1524 1333 110 168 259 185 191 1269 105 124
is_linear=0
shrinkage=0.0032998


Tree=5146
num_leaves=19
num_cat=0
split_feature=40 13 14 16 52 49 160 0 16 0 16 16 0 16 157 13 13 0
split_gain=4.89879 3.96907 2.3595 1.23225 0.942858 0.646512 0.576338 0.534489 0.805035 1.32781 0.505433 0.440556 0.35994 0.25555 0.247931 0.186051 0.167125 0.0645424
threshold=-0.013874999999999998 -0.16392499999999996 -0.31058999999999998 -0.26987499999999992 0.038145000000000005 0.091325000000000003 0.083410000000000026 -0.079249999999999987 0.070130000000000012 -0.062324999999999998 -0.12029499999999999 0.0063750000000000013 -0.14822499999999997 -0.011859999999999997 -0.0048549999999999991 -0.041999999999999989 -0.42334499999999992 -0.10891999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 16 -3 4 17 7 10 11 9 -9 -1 12 -5 -7 -10 -15 -2 -4
right_child=1 2 3 5 -6 13 -8 8 14 -11 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.00018375564730021616 0.00050238498235179402 0.00032073247221946487 0.00050945100432630186 0.0013787982409751156 0.0010608797523620186 0.0010306722564197694 0.00073209691613365419 0.00099217149704099324 0.0013095056600656095 0.00041930963589698452 0.00054725996277289236 0.00091667893541550784 0.0011358416956534598 0.00092049211436228925 0.0010733880394097209 0.00067232599234561148 0.00024326071255160696 0.00067106355323790759
leaf_weight=79 54 52 57 74 79 96 71 245 74 54 89 94 806 73 153 63 56 57
leaf_count=79 54 52 57 74 79 96 71 245 74 54 89 94 806 73 153 63 56 57
internal_value=0 0.00098136 0.00101531 0.00103406 0.000783261 0.00106198 0.00048231 0.00108717 0.00100183 0.000888829 0.000376536 0.00113322 0.00115631 0.000898998 0.00115052 0.000805792 0.000370787 0.000590566
internal_weight=0 2087 1977 1925 193 1732 239 1500 526 299 168 974 880 232 227 136 110 114
internal_count=2326 2087 1977 1925 193 1732 239 1500 526 299 168 974 880 232 227 136 110 114
is_linear=0
shrinkage=0.0032998


Tree=5147
num_leaves=18
num_cat=0
split_feature=2 11 15 3 3 1447 484 3 151 1454 0 3 15 15 0 42 48
split_gain=0.347722 0.505219 0.254325 0.183244 0.409651 0.173823 0.210815 0.474445 0.188609 0.129234 0.137115 0.125381 0.1365 0.25959 0.368288 0.221919 0.16924
threshold=0.10124000000000001 0.077415000000000012 -0.23118499999999997 -0.10175499999999998 -0.22382999999999997 -0.086059999999999984 0.084930000000000019 -0.086424999999999988 -0.088484999999999994 0.080340000000000009 -0.10946999999999998 -0.07964499999999998 0.0056700000000000006 -0.043644999999999996 -0.061994999999999995 0.091090000000000018 0.097025000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -4 8 -8 -7 10 -10 -5 13 14 15 16 -13
right_child=3 -3 5 11 -6 6 7 -9 9 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0028791540842447983 0.0064640743114778325 0.021269702670145826 0.016282159688609993 0.011934159730777058 -0.012207135490189421 0.017165074789960474 -0.0099610703190118714 0.0092741121958428638 0.0029449882410816598 0.00050982195083286571 0.0091305592443564638 0.015179182686578311 0.010300199725615572 -0.0076389178864175898 -0.0078317360031533098 -0.00057875176347871218 0.0037413597196102734
leaf_weight=59 78 85 75 73 58 70 58 97 113 60 1080 105 87 56 52 63 57
leaf_count=59 78 85 75 73 58 70 58 97 113 60 1080 105 87 56 52 63 57
internal_value=0 0.00861178 0.00794321 0.00397309 -0.00148544 0.00835552 0.00795208 0.00206484 0.00864046 0.00816279 0.00854617 0.00548254 0.00435691 0.00279876 0.00491539 0.00786938 0.0111659
internal_weight=0 1697 1612 629 136 1553 1478 155 1323 1253 1193 493 420 333 277 225 162
internal_count=2326 1697 1612 629 136 1553 1478 155 1323 1253 1193 493 420 333 277 225 162
is_linear=0
shrinkage=0.16829


Tree=5148
num_leaves=21
num_cat=0
split_feature=13 2 15 1213 15 34 13 15 133 14 1429 13 1 1 2 1210 2 133 1 15
split_gain=0.255581 0.355185 0.330889 0.280138 0.267392 0.245643 0.234889 0.224224 0.517323 0.218992 0.259037 0.342473 0.267977 0.232758 0.321851 0.208483 0.14907 0.123473 0.105963 0.0498863
threshold=0.26746000000000009 0.10161500000000002 -0.41971499999999995 0.032650000000000005 -0.096114999999999992 -0.0011599999999999998 -0.10099999999999999 0.087720000000000006 -0.012639999999999998 -0.10708499999999999 0.052280000000000007 0.0015850000000000003 0.10171500000000001 0.10954500000000002 0.13880500000000004 -0.080859999999999974 0.11177500000000001 0.032620000000000003 0.088595000000000021 -1.0000000180025095e-35
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 2 -1 4 17 -6 -7 8 -5 -3 11 12 16 -14 -15 -8 -11 18 -4 -13
right_child=-2 9 3 7 5 6 15 -9 -10 10 -12 19 13 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0059645330251304725 0.017167710816164777 0.010404522350156082 0.010959590085254005 0.0081109011785893536 0.017023118632107932 -0.0043417707351753529 -0.0023013547814563578 0.0055234101692213664 0.03068121338180578 0.0013582337712594716 0.012070434890806258 -0.011466561314562151 -0.011492005078723373 0.0095717947491792896 -0.007824398719341959 0.0065900680790082194 0.011474595681158864 0.0061062097485731232 0.021099324695570576 -0.0045050084000673755
leaf_weight=53 58 82 60 65 54 66 80 61 52 72 54 60 53 68 54 1066 98 52 59 59
leaf_count=53 58 82 60 65 54 66 80 61 52 72 54 60 53 68 54 1066 98 52 59 59
internal_value=0 0.00583719 0.00710083 0.00753071 0.00674819 0.0059019 0.00540491 0.0138379 0.0181575 0.00232129 0.00103824 -0.000241806 0.0024394 -0.0021755 0.00185711 0.00596781 0.00720059 0.0130032 0.016002 -0.00803013
internal_weight=0 2268 1668 1615 1437 1266 1212 178 117 600 518 464 345 175 122 1146 170 171 119 119
internal_count=2326 2268 1668 1615 1437 1266 1212 178 117 600 518 464 345 175 122 1146 170 171 119 119
is_linear=0
shrinkage=0.16829


Tree=5149
num_leaves=12
num_cat=0
split_feature=48 13 14 403 148 15 13 484 12 1212 12
split_gain=0.24796 0.199038 0.238808 0.231429 0.158838 0.191882 0.460764 0.242263 0.251736 0.140887 0.0712785
threshold=-0.085909999999999986 0.26746000000000009 0.078235000000000013 -0.54045999999999983 -0.066239999999999979 0.03981500000000001 0.039845000000000012 -0.077774999999999983 -0.096989999999999979 0.10167000000000001 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 9 10 -9 -7 -6
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12
leaf_value=0.016167626773659235 0.015744745970915835 0.014650474987318807 -0.0059862730277590826 0.012977789691966281 0.014016207569520675 0.0042469064822818984 0.019276128166948906 0.011325950077210553 0.0014668461071317522 0.01214404356603516 0.0066051805674073446
leaf_weight=56 54 57 59 62 54 599 72 79 1041 72 121
leaf_count=56 54 57 59 62 54 599 72 79 1041 72 121
internal_value=0 0.00481722 0.00456313 0.00485293 0.00457199 0.00431539 0.00647341 0.00307585 0.00216387 0.00509697 0.00890228
internal_weight=0 2270 2213 2154 2100 2038 743 1295 1120 671 175
internal_count=2326 2270 2213 2154 2100 2038 743 1295 1120 671 175
is_linear=0
shrinkage=0.16829


Tree=5150
num_leaves=20
num_cat=0
split_feature=1 16 50 0 11 0 1 1 43 402 1210 1 0 42 16 1455 402 16 1
split_gain=15.7541 2.65588 1.13769 0.825872 0.823678 1.14024 1.62986 0.562862 0.387753 0.381661 0.436387 0.3708 0.341074 0.307942 0.291689 0.22051 0.0810209 0.0703792 0.0687674
threshold=0.10141500000000002 0.26391000000000003 0.10450500000000001 0.062580000000000011 0.077415000000000012 -0.13314999999999996 0.087135000000000004 0.109225 -0.085154999999999995 0.084925000000000014 -0.08107499999999998 0.12640500000000002 -0.045754999999999997 0.11902500000000001 -0.019749999999999993 0.082590000000000011 0.095010000000000025 -0.082354999999999984 0.14039500000000002
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 7 4 5 6 -1 14 -9 10 -7 -10 -3 15 -2 -12 -11 -18 -13
right_child=1 12 -4 -5 -6 9 -8 8 11 16 13 18 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0014148189389380182 0.00097002042885706167 0.0010580861349975402 0.0010751157672845078 0.0010771018123821908 0.0018044633887798051 0.0016971963236010541 0.00066980648884114281 0.00027619860125622554 0.00073904870186689454 0.0016781093426122121 0.0014355266550978591 0.00038902068105314407 0.0014336030122770902 0.0011700984599258624 0.00063161482102915272 0.0012591713970628775 0.0014442141568985407 0.0015920962312949414 0.00054850685316533204
leaf_weight=84 58 52 67 74 64 62 52 54 100 64 1064 63 56 57 55 87 68 97 60
leaf_count=84 58 52 67 74 64 62 52 54 100 64 1064 63 56 57 55 87 68 97 60
internal_value=0 0.000787354 0.000677204 0.00142026 0.00143519 0.00142071 0.00113022 0.000608755 0.000528318 0.00144704 0.00142439 0.000589211 0.00125312 0.00141036 0.000805622 0.00142223 0.00157253 0.00153136 0.000467105
internal_weight=0 565 457 1773 1699 1635 136 390 277 1499 1270 223 108 1208 113 1151 229 165 123
internal_count=2338 565 457 1773 1699 1635 136 390 277 1499 1270 223 108 1208 113 1151 229 165 123
is_linear=0
shrinkage=0.0032998


Tree=5151
num_leaves=16
num_cat=0
split_feature=41 16 2 16 4 2 40 3 52 16 2 3 1455 52 3
split_gain=0.506274 0.245783 0.245476 0.291115 0.356799 0.384704 0.54877 0.384952 0.333229 0.228191 0.213174 0.315024 0.210627 0.136371 0.134374
threshold=0.07831500000000001 -0.089604999999999976 0.13631000000000001 -0.42004999999999992 0.024315000000000003 -0.011974999999999998 -0.0067649999999999993 -0.096099999999999977 -0.14715499999999998 -0.072054999999999994 0.081460000000000019 -0.058704999999999993 -1.0000000180025095e-35 0.12441000000000001 0.10449500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 5 -5 -7 8 -8 -4 -6 -12 -9 14 -1
right_child=1 -3 9 4 10 6 7 12 -10 -11 11 -13 -14 -15 -16
leaf_value=0.017109706956870141 0.0070302068731147808 0.023013465774923924 -0.0086904513288656293 -0.0097404331892411607 0.004049815143094989 0.020097932806224156 0.0059893087608310453 0.013851417052982998 -0.0072494058156056512 0.0044325077033924541 -0.00087746163068060763 -0.017019911353111341 0.0047621177140318525 0.0029489148877348847 0.0062528939307277273
leaf_weight=88 53 57 85 53 87 64 87 77 141 67 101 52 1222 52 52
leaf_count=88 53 57 85 53 87 64 87 77 141 67 101 52 1222 52 52
internal_value=0 0.0153288 0.00362715 0.0041055 0.00346787 0.00435316 0.00482378 0.00418243 -0.00218991 -0.00289417 -0.00258885 -0.00637553 0.00530228 0.0103528 0.01309
internal_weight=0 110 2228 2076 1884 1644 1591 1527 228 152 240 153 1299 192 140
internal_count=2338 110 2228 2076 1884 1644 1591 1527 228 152 240 153 1299 192 140
is_linear=0
shrinkage=0.16829


Tree=5152
num_leaves=22
num_cat=0
split_feature=1 3 12 41 1 4 12 124 4 1 13 0 0 4 0 1 13 4 13 12 0
split_gain=12.7579 2.95147 1.08125 1.29681 0.897747 0.625604 0.602851 0.507671 0.436471 0.604804 0.598446 0.383834 0.461568 0.385626 0.600901 0.328586 0.302516 0.238117 0.213851 0.178052 0.0909054
threshold=0.10574000000000001 -0.050489999999999993 -0.024179999999999997 0.075585000000000013 0.13554500000000003 0.25759000000000004 -1.0000000180025095e-35 -0.082254999999999981 0.0071200000000000005 0.087070000000000022 -0.010284999999999997 -0.11208499999999998 -0.076539999999999983 -0.42305999999999994 -0.050864999999999994 0.092655000000000015 -0.08533499999999998 0.15484000000000003 0.058475000000000006 0.083885000000000015 0.09395000000000002
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=2 5 15 8 6 -2 7 -3 11 10 17 -4 18 20 -15 -1 -6 -10 19 -13 -14
right_child=1 4 3 -5 16 -7 -8 -9 9 -11 -12 12 13 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0010151992435758011 0.0010890600734716823 0.0005627348989064128 0.00093825203147964668 0.0015943489751778363 -1.8222846515149911e-05 0.00065790870144683987 0.00069726177853439463 0.00011928091130166955 0.00088714802519462984 0.00071407354822540341 0.0013873144078619564 0.0013828223928731749 0.0013554912913689226 0.0010989067556424125 0.00070373759826017346 0.00066100131301317737 0.00031836861331686721 0.0011680314589187679 0.0010631287127998885 0.0012252846368316632 0.0011556467974922827
leaf_weight=59 94 55 72 76 64 61 91 58 90 54 60 91 54 211 53 57 53 54 83 794 54
leaf_count=59 94 55 72 76 64 61 91 58 90 54 60 91 54 211 53 57 53 54 83 794 54
internal_value=0 0.000545529 0.00115104 0.00117158 0.000364789 0.000919608 0.00049701 0.000335433 0.00115232 0.00102644 0.00110895 0.0011753 0.00118801 0.00108837 0.00101971 0.000841457 0.000133949 0.000992724 0.00122626 0.00124152 0.0012559
internal_weight=0 476 1862 1746 321 155 204 113 1670 258 204 1412 1340 372 264 116 117 144 968 885 108
internal_count=2338 476 1862 1746 321 155 204 113 1670 258 204 1412 1340 372 264 116 117 144 968 885 108
is_linear=0
shrinkage=0.0032998


Tree=5153
num_leaves=12
num_cat=0
split_feature=41 0 2 0 34 15 15 13 43 2 43
split_gain=0.354784 0.226801 0.565886 0.311286 0.212333 0.217011 0.246848 0.240563 0.185766 0.167117 0.16486
threshold=0.07831500000000001 0.024745000000000003 0.10859000000000001 0.12381500000000002 -0.021334999999999996 -0.45015499999999992 -0.23071999999999995 -0.15956499999999998 -0.00013499999999999997 0.13194500000000003 -0.00017499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -7 -8 -2 10 -9
right_child=8 2 -4 -5 5 6 7 9 -10 -11 -12
leaf_value=0.013724612368793694 0.020787830287576806 -0.0026782135282483093 -0.016717916289572608 0.01342199793214888 -0.0050491191456300804 0.014170254580524108 -0.0055474443654993325 0.0050808636510705982 0.006882938796237058 0.012497415635090657 0.0013828400271973559
leaf_weight=66 53 84 52 57 72 70 72 1208 57 69 478
leaf_count=66 53 84 52 57 72 70 72 1208 57 69 478
internal_value=0 0.00380087 -0.00170595 0.00381764 0.00432402 0.00400801 0.00435271 0.00397558 0.0135989 0.00436729 0.0040335
internal_weight=0 2228 193 141 2035 1969 1897 1827 110 1755 1686
internal_count=2338 2228 193 141 2035 1969 1897 1827 110 1755 1686
is_linear=0
shrinkage=0.16829


Tree=5154
num_leaves=12
num_cat=0
split_feature=41 2 15 13 124 4 43 49 3 3 13
split_gain=0.245501 0.212053 0.186518 0.167464 0.238798 0.242999 0.168773 0.156923 0.241105 0.214295 0.156564
threshold=0.07831500000000001 0.13631000000000001 -0.26424499999999995 0.25694000000000006 -0.086944999999999981 0.50657000000000008 -0.15786499999999998 -0.07107999999999999 -0.068254999999999982 -0.081914999999999988 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 9 -9 -8 -2
right_child=10 2 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=-0.0059003156459783261 0.0048016838513926666 -0.010960564991256713 0.0013976326075694626 -0.0044143249233569394 -0.0052924705438209185 0.014203795729003897 0.0014897354829900543 0.0047209334187623816 -0.00024366193100880957 0.014104235179660623 0.017559871466903743
leaf_weight=68 54 53 99 71 55 67 63 1303 351 98 56
leaf_count=68 54 53 99 71 55 67 63 1303 351 98 56
internal_value=0 0.00316136 -0.00289966 0.003606 0.00389091 0.00423556 0.00387745 0.00415632 0.0036663 0.00917929 0.0113131
internal_weight=0 2228 152 2076 2005 1937 1870 1815 1654 161 110
internal_count=2338 2228 152 2076 2005 1937 1870 1815 1654 161 110
is_linear=0
shrinkage=0.16829


Tree=5155
num_leaves=19
num_cat=0
split_feature=2 10 123 2 0 2 52 52 0 0 11 0 0 403 0 2 0 133
split_gain=5.97386 2.07058 1.6928 1.15587 0.772019 0.657232 0.568497 1.01258 0.361211 0.260602 0.4481 0.370477 0.244209 0.239826 0.205501 0.174182 0.167683 0.0855895
threshold=0.12330500000000001 0.058500000000000003 0.080635000000000012 0.17000000000000001 -0.084114999999999981 0.093765000000000015 0.0029250000000000005 -0.45478499999999994 -0.13892999999999997 -0.026509999999999995 0.074925000000000005 -0.11471499999999998 -0.087614999999999985 -0.53379499999999991 -0.074544999999999986 0.092635000000000009 -0.049024999999999992 0.026115000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 9 7 -7 -9 10 11 -1 -8 -13 -10 -4 -6 -14
right_child=3 -3 15 -5 16 6 12 8 14 -11 -12 13 17 -15 -16 -17 -18 -19
leaf_value=0.00081086783931361823 0.00022426007103629349 0.00030179568928089445 0.00069457182970545555 -3.5446781771785931e-05 0.00079878842579153304 0.0010924817758486412 0.0011919102766161491 0.00053736627545896657 0.00091838572696818744 0.00079456599333681949 0.0013351765079198017 0.0008227730534842684 0.00086274688114597266 0.001049076909888464 0.00067884769754912502 0.00043783682965144405 0.00054784062108977495 0.0010206389900234542
leaf_weight=85 64 53 66 53 60 100 67 95 78 52 53 55 71 1117 82 53 59 92
leaf_count=85 64 53 66 53 60 100 67 95 78 52 53 55 71 1117 82 53 59 92
internal_value=0 0.000946778 0.000963307 0.000393047 0.000517339 0.000986684 0.000893711 0.000810432 0.000699686 0.00102659 0.00103577 0.00102312 0.0010221 0.00103849 0.000795843 0.000580524 0.000674665 0.00095208
internal_weight=0 2119 2066 236 183 1947 585 355 255 1362 1310 1257 230 1172 160 119 119 163
internal_count=2355 2119 2066 236 183 1947 585 355 255 1362 1310 1257 230 1172 160 119 119 163
is_linear=0
shrinkage=0.0032998


Tree=5156
num_leaves=19
num_cat=0
split_feature=1 52 47 39 403 11 0 3 0 3 12 49 159 52 16 47 13 12
split_gain=0.805719 0.414802 0.488307 0.373232 0.269228 0.232058 0.409666 0.240181 0.206453 0.264121 0.236503 0.217877 0.21166 0.386843 0.153425 0.106651 0.0949832 0.152434
threshold=0.11869500000000001 0.055990000000000005 0.085770000000000027 0.088780000000000012 -0.53379499999999991 0.080455000000000013 -0.069974999999999996 -0.11756999999999999 -0.11796999999999999 0.083605000000000013 0.090465000000000004 -0.008964999999999999 0.042925000000000005 -0.088204999999999992 -0.080954999999999985 0.096475000000000019 -0.08231999999999999 0.092900000000000024
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 -1 7 -7 14 9 -9 12 -11 15 -14 -6 -10 -12 -18
right_child=1 -3 -4 -5 5 6 -8 8 10 11 16 -13 13 -15 -16 -17 17 -19
leaf_value=-0.0043839776435631835 -0.022217641760180065 0.0064797092758851604 0.0047766293357672804 -0.0040341271395487157 0.004413566220778862 0.024356793916135922 0.0050418067941326705 -0.0061052479825594828 0.0067896316065442566 0.00015154632869145032 0.0094564473348654077 0.013897106854384663 0.0079369788447164816 0.025968905074994178 -0.0082080842103791907 0.014435485787683366 -0.0017809864338669151 0.0049201196205572112
leaf_weight=72 72 73 55 58 53 53 76 85 752 79 83 56 97 52 56 56 126 401
leaf_count=72 72 73 55 58 53 53 76 85 752 79 83 56 97 52 56 56 126 401
internal_value=0 -0.00424853 -0.00849154 -0.0141188 0.00571419 0.00607413 0.0129913 0.00560254 0.0060706 0.00123302 0.00674863 0.00586672 0.0084011 0.0142421 -0.00205447 0.00732177 0.00415319 0.00331455
internal_weight=0 258 185 130 2097 2025 129 1896 1787 220 1567 135 957 149 109 808 610 527
internal_count=2355 258 185 130 2097 2025 129 1896 1787 220 1567 135 957 149 109 808 610 527
is_linear=0
shrinkage=0.16829


Tree=5157
num_leaves=15
num_cat=0
split_feature=4 160 12 403 39 48 11 50 3 48 12 1456 43 3
split_gain=0.540241 0.318897 0.563428 0.207151 0.199074 0.245739 0.253968 0.173003 0.348305 0.200161 0.123332 0.119538 0.15846 0.0429898
threshold=0.26665000000000005 -0.069009999999999988 -0.082514999999999991 -0.53379499999999991 0.099745000000000014 0.12118000000000002 0.080455000000000013 0.083090000000000011 -0.11756999999999999 -0.072824999999999987 0.088965000000000002 0.083690000000000014 -0.083269999999999997 0.011825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 8 -5 -10 13 12 -9 -4
right_child=1 2 10 4 -6 -7 -8 11 9 -11 -12 -13 -14 -15
leaf_value=-0.0041200469120513663 0.0065505814968765978 -0.021505473245589515 0.0053447837910929408 -0.0078194797587376307 -0.0050416914317436695 0.016011280690292243 0.013451554448759503 -0.00032551131923859282 0.013779024443687796 0.0038984629471357918 -0.0078658577858453614 0.01533777033048324 0.0086147870836106519 -0.0013524507070536895
leaf_weight=71 74 52 53 70 53 60 97 72 61 1281 55 52 249 55
leaf_count=71 74 52 53 70 53 60 97 72 61 1281 55 52 249 55
internal_value=0 -0.00296635 -0.0062503 0.00479857 0.00511687 0.00539504 0.00505563 0.00459837 0.0037444 0.00434892 -0.0013726 0.0078263 0.00660389 0.00191752
internal_weight=0 289 215 2066 1995 1942 1882 1785 1412 1342 163 373 321 108
internal_count=2355 289 215 2066 1995 1942 1882 1785 1412 1342 163 373 321 108
is_linear=0
shrinkage=0.16829


Tree=5158
num_leaves=19
num_cat=0
split_feature=4 160 13 47 133 47 483 160 4 475 4 157 13 0 4 47 43 13
split_gain=0.374943 0.237503 0.193363 0.146007 0.250251 0.295227 0.156591 0.195007 0.155174 0.333335 0.316054 0.242389 0.220992 0.185561 0.215487 0.140819 0.139689 0.0501088
threshold=0.26790000000000008 -0.069009999999999988 -0.10899499999999999 0.081320000000000017 0.086345000000000019 0.089785000000000018 0.08833000000000002 -0.083899999999999988 0.043850000000000007 -0.085684999999999997 0.082475000000000007 -0.077944999999999987 -0.0018299999999999998 -0.077584999999999987 -0.08916499999999998 0.10561500000000001 -0.081694999999999976 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 8 -8 9 -1 -10 12 -11 14 -13 -7 -15 -4
right_child=1 2 17 4 -6 15 7 -9 10 11 -12 13 -14 16 -16 -17 -18 -19
leaf_value=0.013100668361104895 0.0057294936200098148 -0.01409304299987991 0.0010197855741245227 0.021185478719054643 -0.0017279739498864827 0.0017990754249554216 0.016534895779536263 0.0029446679907701011 -0.010386753497806489 0.0017409340655487994 0.0046619385354948863 0.014632382302761326 -0.010852094598471499 -0.0042941751096383799 0.0043053906359875813 0.0111587022743135 0.0026812171787180357 -0.0050292966490868276
leaf_weight=96 73 54 68 52 66 86 56 65 71 100 89 62 65 115 773 98 277 89
leaf_count=96 73 54 68 52 66 86 56 65 71 100 89 62 65 115 773 98 277 89
internal_value=0 -0.00253252 -0.00539946 0.00398454 0.0074095 0.00997251 0.00339882 0.00924921 0.00296818 0.0035041 -0.00200469 0.00284098 -0.00320907 0.00365602 0.00507434 0.00679386 0.000630282 -0.00239787
internal_weight=0 284 211 2071 302 236 1769 121 1648 1488 160 1392 165 1227 835 184 392 157
internal_count=2355 284 211 2071 302 236 1769 121 1648 1488 160 1392 165 1227 835 184 392 157
is_linear=0
shrinkage=0.16829


Tree=5159
num_leaves=21
num_cat=0
split_feature=1 52 12 1 12 12 11 42 3 4 12 13 13 52 4 1 133 1 13 42
split_gain=15.5671 4.47086 1.41807 1.4042 0.974544 0.932546 0.888247 0.695502 0.67639 0.58797 0.573092 0.449271 0.27703 0.26802 0.403716 0.263953 0.240457 0.227278 0.16954 0.0305815
threshold=0.104035 -0.41304999999999997 -0.083114999999999981 0.12719000000000003 0.089435000000000014 0.11769500000000001 1.0000000180025095e-35 0.086700000000000013 -0.11756999999999999 0.056815000000000011 0.088335000000000011 -0.083244999999999986 -0.089024999999999979 -0.16371499999999997 -0.097514999999999977 0.14262000000000002 0.087720000000000006 0.11332500000000002 -0.097519999999999982 0.086825000000000013
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 -2 -1 4 9 6 8 15 -4 -3 -8 12 18 19 -15 -5 -14 -11 -10 -13
right_child=1 3 5 7 -6 -7 10 -9 11 17 -12 13 16 14 -16 -17 -18 -19 -20 -21
leaf_value=0.00087037471835989244 0.0015028803839840549 0.0003666714215794532 0.00094727349838286969 0.00060043327983174452 0.00099924841023968391 0.00089350441863158289 0.0018754678512984905 3.7427368239284611e-05 0.0014286264205751787 0.00088644606587366052 0.0013834183510572236 0.0010644607569238677 0.00151511548521823 0.0015835740655609518 0.0012864983656420408 0.00029322084506832398 0.0012907722184956638 0.00058442621341287914 0.0012180929823386983 0.0011892195281023115
leaf_weight=81 60 88 54 70 81 55 52 62 73 53 53 54 250 54 872 55 69 58 109 52
leaf_count=81 60 88 54 70 81 55 52 62 73 53 53 54 250 54 872 55 69 58 109 52
internal_value=0 0.000654615 0.00129848 0.000545554 0.000693537 0.00131831 0.0013321 0.000323788 0.00131254 0.000568924 0.00162744 0.00132538 0.00140721 0.00128563 0.00130386 0.000465542 0.0014667 0.000728951 0.00130273 0.001126
internal_weight=0 527 1828 467 280 1747 1692 187 1587 199 105 1533 501 1032 926 125 319 111 182 106
internal_count=2355 527 1828 467 280 1747 1692 187 1587 199 105 1533 501 1032 926 125 319 111 182 106
is_linear=0
shrinkage=0.0032998


Tree=5160
num_leaves=10
num_cat=0
split_feature=40 149 151 2 13 481 14 43 4
split_gain=0.40847 0.270414 0.350745 0.255597 0.312319 0.264662 0.306405 0.243358 0.186066
threshold=-0.084904999999999994 0.07770500000000001 0.08357500000000001 -1.0000000180025095e-35 -0.010739999999999998 -0.087424999999999989 1.0000000180025095e-35 0.31365500000000007 0.51136500000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 -7
right_child=1 -3 -4 5 -6 6 -8 -9 -10
leaf_value=-0.0084350829157818046 0.0049559409189756341 0.015683660875969809 -0.0090661021787633439 -0.0056866000530215351 -0.011992625577233526 0.0050180620666943187 0.015973355721847843 -0.0044384044636851232 -0.0049964983689231648
leaf_weight=80 61 53 61 72 62 1740 66 86 54
leaf_count=80 61 53 61 72 62 1740 66 86 54
internal_value=0 0.00379517 0.00350821 0.0038673 -0.00357263 0.00432167 0.00469289 0.00429592 0.00471562
internal_weight=0 2255 2202 2141 123 2018 1946 1880 1794
internal_count=2335 2255 2202 2141 123 2018 1946 1880 1794
is_linear=0
shrinkage=0.16829


Tree=5161
num_leaves=22
num_cat=0
split_feature=1 3 40 4 0 3 0 39 3 3 4 1 0 50 4 1 51 42 42 11 16
split_gain=22.8294 3.71872 2.25531 1.41168 1.30235 1.02012 0.864662 0.620081 1.15575 0.613477 1.01647 0.608676 0.893776 0.459408 0.366646 0.362981 0.271595 0.260288 0.348677 0.523104 0.188525
threshold=0.10932500000000002 -0.055839999999999994 -0.026419999999999996 0.26900000000000007 -0.076539999999999983 0.092330000000000009 -0.063914999999999986 0.088025000000000006 0.17646500000000004 -0.06340999999999998 -0.37626499999999991 0.096325000000000008 -0.14989499999999997 0.089465000000000017 0.054560000000000004 0.096475000000000019 0.0045000000000000014 -0.080249999999999988 0.10192000000000002 0.081790000000000015 -0.16238499999999997
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=2 3 15 -2 5 11 7 8 -3 13 -11 12 -4 17 16 -1 -14 -6 19 -19 -16
right_child=1 6 4 -5 9 -7 -8 -9 -10 10 -12 -13 14 -15 20 -17 -18 18 -20 -21 -22
leaf_value=0.0014567366547597967 0.001644389737956125 0.0012092084286455978 0.0021919901694481231 0.00093274443285681105 0.0018343899055641769 0.0013781767671802688 0.00040579891199996699 0.00051164261490236533 0.00059618009601688387 0.001712867133624876 0.0010949591054833869 0.0015193373581243101 0.0018704050823524585 0.0019071276062137973 0.0017750327429181584 0.0010661404862790309 0.0017062965192080177 0.0014063567032501138 0.001814539426999109 0.0017964328104119879 0.0014970684669815668
leaf_weight=54 74 71 80 52 54 56 92 59 64 59 58 64 872 80 61 52 132 143 54 52 52
leaf_count=54 74 71 80 52 54 56 92 59 64 59 58 64 872 80 61 52 132 143 54 52 52
internal_value=0 0.000878382 0.00173451 0.00135097 0.00176185 0.0018165 0.000670054 0.000795189 0.000918849 0.00161783 0.00140685 0.00183594 0.00185284 0.00168219 0.00182852 0.00126546 0.00184886 0.00162268 0.00157662 0.00151056 0.00164743
internal_weight=0 412 1923 126 1817 1317 286 194 135 500 117 1261 1197 383 1117 106 1004 303 249 195 113
internal_count=2335 412 1923 126 1817 1317 286 194 135 500 117 1261 1197 383 1117 106 1004 303 249 195 113
is_linear=0
shrinkage=0.0032998


Tree=5162
num_leaves=19
num_cat=0
split_feature=1 155 159 123 40 1 42 159 159 43 1213 43 159 49 42 1 43 1
split_gain=13.4794 2.50583 1.87739 1.62086 0.999577 0.477576 0.863445 0.431731 0.624483 0.308629 0.309131 0.260611 0.260205 0.255218 0.280263 0.192102 0.132743 0.043002
threshold=0.10335000000000001 0.084785000000000013 -1.0000000180025095e-35 0.080635000000000012 -0.072504999999999986 0.13130500000000003 0.077855000000000021 0.11320500000000001 0.082200000000000009 0.043850000000000007 0.10210000000000001 0.087840000000000015 0.088800000000000004 0.11580500000000001 0.094485000000000013 0.11249000000000002 0.26667500000000005 0.14262000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -4 6 15 8 9 10 13 -11 -10 14 -1 -6 -13 -7
right_child=1 -3 4 -5 5 17 -8 -9 12 11 -12 16 -14 -15 -16 -17 -18 -19
leaf_value=0.0013286281340477977 0.0011924187143268117 0.0013562219965061162 0.00025129424479018806 0.000752334476211036 0.00046145397962899952 0.00052603919564352532 0.0010654272571626949 0.0010458948572053043 0.0016876835294199063 0.0010207920397875376 0.00154616760846506 0.0013615079009594653 0.0014036553062781309 0.0010950080179366792 0.0011745718333699257 0.00071106020263829374 0.0011654463334789427 0.0004016206590900944
leaf_weight=987 53 54 104 62 70 69 58 73 57 80 58 73 101 67 153 67 88 61
leaf_count=987 53 54 104 62 70 69 58 73 57 80 58 73 101 67 153 67 88 61
internal_value=0 0.00068162 0.00060597 0.00127795 0.000533436 0.000623613 0.000727221 0.00129669 0.00130767 0.00128681 0.00130768 0.00117711 0.00150634 0.00129619 0.00130798 0.000583781 0.00125456 0.000467929
internal_weight=0 536 482 1799 429 325 195 1737 1664 1506 1265 241 158 1207 1140 137 161 130
internal_count=2335 536 482 1799 429 325 195 1737 1664 1506 1265 241 158 1207 1140 137 161 130
is_linear=0
shrinkage=0.0032998


Tree=5163
num_leaves=14
num_cat=0
split_feature=40 14 12 156 13 16 1429 16 484 49 474 10 133
split_gain=0.372444 0.24251 0.238378 0.209858 0.178255 0.18333 0.272395 0.315217 0.140466 0.196811 0.152126 0.139971 0.228948
threshold=-0.066419999999999993 -0.31455999999999995 -0.10853999999999998 0.11896500000000002 0.17982000000000001 0.0045450000000000013 0.087480000000000016 0.51148500000000008 0.079595000000000013 0.11250500000000001 0.083855000000000013 -1.0000000180025095e-35 0.076280000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 4 5 8 7 -7 9 -4 -10 -1 -13
right_child=1 2 3 -5 -6 6 -8 -9 10 -11 -12 12 -14
leaf_value=-0.0084986966173165243 -0.0051406761315407898 0.016723004647732253 0.0047969257066983149 0.015151266912582608 0.012772606109942143 -0.0019638939357731334 0.013238782308186847 0.01017863895882375 0.014465626052047473 0.015387327649191427 0.0041189185863982096 -0.004982660905513225 0.0094247851705943249
leaf_weight=65 58 56 1215 63 86 314 53 75 103 52 67 74 54
leaf_count=65 58 56 1215 63 86 314 53 75 103 52 67 74 54
internal_value=0 0.00557647 0.00587561 0.00557519 0.00526725 0.00492278 0.00191944 0.000372593 0.00584532 0.00523299 0.0103984 -0.00213572 0.00108144
internal_weight=0 2142 2084 2028 1965 1879 442 389 1437 1267 170 193 128
internal_count=2335 2142 2084 2028 1965 1879 442 389 1437 1267 170 193 128
is_linear=0
shrinkage=0.16829


Tree=5164
num_leaves=11
num_cat=0
split_feature=9 123 43 14 159 14 151 16 3 3
split_gain=0.283174 0.194068 0.211802 0.205785 0.24307 0.294811 0.205404 0.184915 0.457734 0.0895019
threshold=-1.0000000180025095e-35 0.083945000000000006 0.31428500000000009 -0.10708499999999999 0.11389500000000001 1.0000000180025095e-35 -0.014594999999999999 0.41235500000000008 -0.15315499999999996 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -3 8 -5 -9
right_child=1 6 -4 4 -6 -7 -8 9 -10 -11
leaf_value=-0.0063470211086546179 0.014515899555745677 -0.0096542247290498946 -0.0031898482719591786 -0.011024409375519106 -0.0038609415937557773 0.015848226747755774 0.0036000582973192306 0.006526630505027141 0.0048598581281285519 0.014984133743897491
leaf_weight=71 65 55 89 53 86 72 83 74 1617 70
leaf_count=71 65 55 89 53 86 72 83 74 1617 70
internal_value=0 0.0044365 0.00483369 0.00518513 0.00487667 0.00527605 -0.00166943 0.00485543 0.00435467 0.0106504
internal_weight=0 2264 2126 2037 1972 1886 138 1814 1670 144
internal_count=2335 2264 2126 2037 1972 1886 138 1814 1670 144
is_linear=0
shrinkage=0.16829


Tree=5165
num_leaves=14
num_cat=0
split_feature=2 41 13 4 13 150 1 52 151 42 2 1 2
split_gain=0.406608 0.46311 0.354787 0.408889 0.262147 0.269336 0.323891 0.299261 0.226694 0.221046 0.139816 0.220664 0.0912474
threshold=0.16149500000000003 0.078570000000000015 -0.16392499999999996 -0.15805499999999997 -0.099039999999999975 0.095950000000000021 0.12072500000000001 0.51388500000000004 -0.00099499999999999979 0.090295000000000014 0.099145000000000025 0.10234000000000001 0.11378000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 10 -5 6 7 -6 -7 -3 -4 -12 -1
right_child=-2 9 3 4 5 8 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.0013684771996371782 0.016734902168923496 -0.00047979423593766499 0.016718314664540612 0.014651082182980692 0.0022005899014092565 0.015271000225931784 -0.007082112902171209 0.014417071234294787 0.001334695841577102 -0.016033717329324234 -0.00034476767449785579 0.015053401781901459 -0.011151958156436489
leaf_weight=56 60 52 78 53 1563 84 103 59 55 52 53 52 53
leaf_count=56 60 52 78 53 1563 84 103 59 55 52 53 52 53
internal_value=0 0.00269585 0.00321312 0.00369956 0.00297274 0.00263972 0.00206416 0.00264607 0.00976956 -0.00827403 0.0113035 0.00726388 -0.00614207
internal_weight=0 2313 2209 2100 1917 1864 1725 1622 139 104 183 105 109
internal_count=2373 2313 2209 2100 1917 1864 1725 1622 139 104 183 105 109
is_linear=0
shrinkage=0.16829


Tree=5166
num_leaves=23
num_cat=0
split_feature=2 41 15 4 1 2 15 16 131 52 1 15 2 4 1447 157 13 52 475 16 49 2
split_gain=0.298627 0.317962 0.426983 0.272983 0.272415 0.378163 0.378819 0.34154 0.484421 0.294702 0.397859 0.249164 0.266453 0.239239 0.223169 0.168386 0.146784 0.221197 0.109434 0.0644042 0.0760885 0.0518357
threshold=0.15518000000000001 0.078570000000000015 -0.061559999999999997 -0.21586499999999997 0.095950000000000021 -0.013254999999999998 -0.085064999999999988 -0.0024749999999999993 0.090030000000000013 1.0000000180025095e-35 0.11266500000000002 -0.086599999999999996 0.092575000000000018 0.053455000000000009 -0.08039499999999998 -0.0048549999999999991 -0.089189999999999978 0.084755000000000011 -0.085734999999999992 -0.0098949999999999975 0.0065400000000000015 0.10515500000000001
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 3 -3 15 11 -6 9 -8 -9 10 -7 12 19 -14 -13 -1 17 -16 -18 20 -5 -17
right_child=-2 2 -4 4 5 6 7 8 -10 -11 -12 14 13 -15 16 21 18 -19 -20 -21 -22 -23
leaf_value=0.016014469648154089 0.013215631824470412 0.0038703451489950453 -0.017673900561024036 -0.0023633672828397971 0.0089260659870725265 -0.022252300436141615 0.0091568601259365695 -0.016393856531130766 0.0054249917679115448 0.0013183245584096339 -0.0044272836729303414 -0.0058098924725013198 0.022049252910023531 0.0063598301574987982 0.0038401805917396828 0.0087414734635847119 0.010682040209289697 -0.0099676059491679639 0.003001810709934283 0.0084472145072420277 0.0051801859598177022 0.0017009927044833635
leaf_weight=62 72 52 52 65 84 67 93 53 63 59 76 94 54 57 71 59 56 61 910 62 90 61
leaf_count=62 72 52 52 65 84 67 93 53 63 59 76 94 54 57 71 59 56 61 910 62 90 61
internal_value=0 0.00220327 -0.0068845 0.00263427 0.00206933 -0.00135702 -0.00346305 0.00155257 -0.00452848 -0.00866137 -0.0127914 0.00318633 0.007296 0.0140087 0.00205398 0.00887911 0.00272884 -0.00252708 0.0034489 0.00385403 0.00200517 0.00517753
internal_weight=0 2301 104 2197 2015 495 411 209 116 202 143 1520 328 111 1192 182 1098 132 966 217 155 120
internal_count=2373 2301 104 2197 2015 495 411 209 116 202 143 1520 328 111 1192 182 1098 132 966 217 155 120
is_linear=0
shrinkage=0.16829


Tree=5167
num_leaves=18
num_cat=0
split_feature=1 52 3 2 41 42 2 12 13 2 13 457 1 160 160 3 3
split_gain=8.36395 2.73913 1.03758 0.925225 0.839245 0.783701 0.741368 0.693596 0.480837 0.339746 0.278019 0.253681 0.551481 0.328366 0.275622 0.227753 0.140972
threshold=0.10538500000000002 -0.40809499999999993 -0.052614999999999995 -1.0000000180025095e-35 0.078570000000000015 0.098175000000000012 0.10575500000000002 -0.088684999999999986 -0.28558999999999996 0.11626500000000002 -0.023454999999999997 0.080930000000000016 0.10061500000000002 0.043720000000000009 -0.53327999999999987 -0.12595999999999999 0.10703500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 6 -4 7 8 -3 -1 -5 11 -11 12 14 -13 -9 -16 -10
right_child=1 2 3 5 -6 -7 -8 9 16 10 -12 13 -14 -15 15 -17 -18
leaf_value=0.00083188111596724061 0.0013700754006311419 0.0010578692763481305 0.00012729063771973182 0.00045852228066013933 0.00078549198849950949 0.00020881525241040356 0.00056638413756947878 0.0009635808153429904 0.00066254220819410346 0.0011607615534185024 0.00081563591322140593 0.0011979197292761414 0.0015062152896844509 0.00084059779459719187 0.0013731470103870711 0.0011830621311218503 0.00089417590528517623
leaf_weight=68 54 71 65 76 68 52 64 61 52 52 52 62 61 53 75 1318 69
leaf_count=68 54 71 65 76 68 52 64 61 52 52 52 62 61 53 75 1318 69
internal_value=0 0.000667432 0.000582849 0.000478571 0.00114696 0.000570129 0.00082513 0.00116058 0.000665322 0.00117345 0.000988538 0.00118523 0.00119672 0.00103355 0.00118371 0.00119332 0.000794922
internal_weight=0 503 449 314 1870 249 135 1802 197 1734 104 1630 1515 115 1454 1393 121
internal_count=2373 503 449 314 1870 249 135 1802 197 1734 104 1630 1515 115 1454 1393 121
is_linear=0
shrinkage=0.0032998


Tree=5168
num_leaves=24
num_cat=0
split_feature=1 155 39 1 14 12 2 10 13 1 12 39 1 2 403 1212 1 43 13 159 12 12 2
split_gain=25.5465 3.26973 2.1032 1.70298 1.6701 1.54584 1.05248 1.01767 1.0935 0.929678 0.77027 0.721457 0.336514 0.683688 0.442349 0.424118 0.248101 0.161853 0.120722 0.120279 0.114888 0.102961 0.0806524
threshold=0.10538500000000002 0.081515000000000018 0.081875000000000017 0.11810000000000001 0.054835000000000009 0.089125000000000024 0.11626500000000002 -1.0000000180025095e-35 -0.28558999999999996 0.091410000000000005 0.094305000000000014 0.087880000000000014 0.089405000000000012 0.090485000000000024 -0.092059999999999989 0.040035000000000008 0.11189500000000001 -0.035884999999999993 -0.077944999999999987 -0.024374999999999997 0.10090500000000001 0.10733000000000002 0.095545000000000005
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 3 4 5 6 16 10 -5 -9 -4 12 -10 14 17 15 -1 -2 -14 -12 -16 22 -22 -20
right_child=1 -3 9 7 -6 -7 -8 8 11 -11 18 -13 13 -15 19 -17 -18 -19 20 -21 21 -23 -24
leaf_value=0.0013690850246158165 0.00024854286679198458 0.0012251101696433748 0.001143050741862399 -0.00019277121942346231 0.0018476561022327299 0.0010218540459933465 0.00096158407349346254 -0.00011008782506964858 0.00061461793339589966 0.00051727522677720681 0.0010282791696413385 0.00014757515743829536 0.00126213821238651 0.00094247206391800606 0.0015008343177540608 0.0010138467773399933 0.00055062270931000511 0.0014954232666864889 0.0013315490777421159 0.0013899330732982491 0.0010252607667885565 0.0012109693613315024 0.0011756471218482153
leaf_weight=84 67 53 52 59 62 63 98 53 96 52 52 58 83 63 135 67 54 58 96 756 59 85 68
leaf_count=84 67 53 52 59 62 63 98 53 96 52 52 58 83 63 135 67 54 58 96 756 59 85 68
internal_value=0 0.00044961 0.00128744 0.000358195 0.00131433 0.000602355 0.00129491 0.00018917 0.000298203 0.000830502 0.00131523 0.000438947 0.00135426 0.00123009 0.00137854 0.0012117 0.000383647 0.00135835 0.00118002 0.00140678 0.00120552 0.00113513 0.00126712
internal_weight=0 503 1870 450 1766 184 1704 266 207 104 1606 154 1246 204 1042 151 121 141 360 891 308 144 164
internal_count=2373 503 1870 450 1766 184 1704 266 207 104 1606 154 1246 204 1042 151 121 141 360 891 308 144 164
is_linear=0
shrinkage=0.0032998


Tree=5169
num_leaves=18
num_cat=0
split_feature=1 52 2 39 4 2 2 39 2 4 4 403 133 133 11 4 42
split_gain=11.7669 3.2231 1.1594 0.904996 0.765786 0.6914 0.77194 0.408381 0.346769 0.310684 0.481392 0.251494 0.438492 0.422166 0.221892 0.194321 0.13262
threshold=0.10538500000000002 -0.40011499999999994 0.11444000000000001 0.088025000000000006 0.24099500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.083495000000000014 0.12330500000000001 0.029980000000000003 0.49433000000000005 -0.091519999999999976 0.12330000000000001 0.11370000000000001 1.0000000180025095e-35 -0.082509999999999986 0.097935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 9 7 -3 -7 8 11 -4 -11 12 -1 14 15 -13 -14
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 -12 13 16 -15 -16 -17 -18
leaf_value=0.00091257735910774541 0.0013073744642059805 0.00043637199719821795 0.0006527010618709051 -1.472894278236122e-05 0.00080629992978710583 0.0010733933571466122 0.00054634775812571128 0.00093480254300481428 0.00090042871482627434 0.00011202825230521876 0.00054198663615372448 0.0012761744937874575 0.0012778058204513422 0.00094805488712251731 0.0013681275389279466 0.0011741103042494962 0.0010752053203626792
leaf_weight=103 58 90 54 64 71 63 59 87 52 52 63 270 89 73 91 970 64
leaf_count=103 58 90 54 64 71 63 59 87 52 52 63 270 89 73 91 970 64
internal_value=0 0.000575367 0.00047988 0.000318923 0.00114407 0.000656614 0.000818799 0.00115738 0.00116867 0.000445485 0.000347877 0.00117705 0.00108048 0.00119463 0.00120813 0.00119636 0.00119329
internal_weight=0 503 445 233 1870 212 122 1799 1712 169 115 1660 256 1404 1331 1240 153
internal_count=2373 503 445 233 1870 212 122 1799 1712 169 115 1660 256 1404 1331 1240 153
is_linear=0
shrinkage=0.0032998


Tree=5170
num_leaves=19
num_cat=0
split_feature=147 11 4 10 1427 11 4 3 13 42 49 12 52 151 12 42 52 133
split_gain=0.458424 0.401072 0.605676 0.24765 0.238015 0.214681 0.213301 0.269669 0.291069 0.402793 0.226634 0.19128 0.165497 0.127323 0.10641 0.190409 0.104005 0.0586569
threshold=0.089365000000000014 0.077695000000000014 -0.016339999999999997 -0.013164999999999998 0.083935000000000023 0.08776500000000001 -0.085629999999999984 -0.085044999999999996 -0.012549999999999997 0.082115000000000007 -0.054509999999999996 0.083310000000000009 0.087375000000000008 -0.016164999999999995 0.084475000000000008 -0.0093649999999999983 -0.014149999999999998 -0.0042049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 6 -3 14 8 9 -8 13 -12 -10 -9 16 17 -5 -16
right_child=-2 2 -4 4 -6 -7 7 10 12 -11 11 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0051260181645483155 -0.0063056102178396488 0.014166425311421305 0.028727658033798873 0.0085765690516759075 0.016407632982417725 -0.0010235352803487532 -0.016697190911233093 0.016772133990594743 0.0081402114812389164 0.00068833850665621843 0.0011479437041090178 0.0062011958856180629 -0.0021598431142062029 0.0059271979792512378 0.014652824791750363 -0.0016614753730204608 0.017924172040485058 0.0066436938606593225
leaf_weight=63 91 53 53 75 56 52 52 77 146 137 282 868 63 52 52 54 63 54
leaf_count=63 91 53 53 75 56 52 52 77 146 137 282 868 63 52 52 54 63 54
internal_value=0 0.00586881 0.0140517 0.00525052 0.00557328 0.00662667 0.00526517 0.00452586 0.000695107 -0.00408548 0.00571651 0.00496361 0.00502681 0.0124145 0.00941962 0.00644367 0.012857 0.0105897
internal_weight=0 2252 158 2094 2031 105 1975 1677 398 189 1279 1150 209 129 298 160 138 106
internal_count=2343 2252 158 2094 2031 105 1975 1677 398 189 1279 1150 209 129 298 160 138 106
is_linear=0
shrinkage=0.16829


Tree=5171
num_leaves=21
num_cat=0
split_feature=4 3 3 4 123 15 3 39 41 3 132 51 151 4 52 4 3 457 15 15
split_gain=11.6182 4.27633 2.19836 1.67998 1.03946 1.48083 0.693811 0.825116 0.64346 0.624943 0.491346 0.357274 0.340419 0.315343 0.300499 0.219308 0.195987 0.162996 0.162067 0.154802
threshold=0.27161500000000005 -0.066424999999999984 0.17646500000000004 -0.057539999999999994 1.0000000180025095e-35 -0.035449999999999988 0.13524500000000003 0.087880000000000014 0.075585000000000013 0.085315000000000016 0.086775000000000005 -0.095799999999999982 -0.085369999999999988 0.016695000000000005 -0.53937999999999986 0.094510000000000025 -0.14162499999999997 0.035070000000000011 1.0000000180025095e-35 -0.15150999999999998
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 8 3 9 5 13 7 19 10 -3 11 14 17 -5 -1 16 -14 -13 -12 -2
right_child=6 2 -4 4 -6 -7 -8 -9 -10 -11 18 12 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0016501285310186983 0.0009223640910006397 0.001398736864599046 0.00061914093172742602 0.0013520068616949897 0.00087954447683015219 0.00096356083439303082 0.00046121817925792979 0.00058104840312135804 0.0019176647848321575 0.0018647020870785356 0.0012712951572809526 0.0015635260725343032 0.0018438375072735603 0.0016435632201409693 0.0013369372790883417 0.0014280564084947047 0.0016377623039466689 0.0013081812450854713 0.0015119530597399464 0.0011558402946506652
leaf_weight=53 76 60 54 88 83 90 60 72 66 68 68 63 56 79 98 54 985 53 61 56
leaf_count=53 76 60 54 88 83 90 60 72 66 68 68 63 56 79 98 54 985 53 61 56
internal_value=0 0.00150956 0.00125078 0.00132359 0.0012019 0.00130587 0.000774398 0.000866337 0.0015963 0.00164656 0.00158205 0.00160065 0.00161977 0.00149014 0.0014471 0.00163802 0.00164888 0.00144716 0.00138537 0.00102168
internal_weight=0 2079 522 468 340 257 264 204 1557 128 1491 1362 1211 167 151 1095 1041 116 129 132
internal_count=2343 2079 522 468 340 257 264 204 1557 128 1491 1362 1211 167 151 1095 1041 116 129 132
is_linear=0
shrinkage=0.0032998


Tree=5172
num_leaves=12
num_cat=0
split_feature=147 51 3 14 3 13 11 3 0 4 4
split_gain=0.335248 0.303267 0.409514 0.395538 0.270093 0.203603 0.325288 0.209886 0.174578 0.151848 0.142285
threshold=0.089365000000000014 0.13189500000000001 -0.053499999999999992 -0.23960999999999996 0.31343500000000007 0.25137500000000007 0.080455000000000013 -0.10468499999999999 0.10396000000000001 -0.095209999999999975 -0.085629999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 9 -8 -5 -9
right_child=-2 2 -4 4 -6 -7 8 10 -10 -11 -12
leaf_value=0.018280624962633298 -0.0044161784069859109 0.0074596273036446883 -0.013455406867620222 0.0049088590981477857 -0.005422925478569555 -0.0031666130512616386 0.021995195523723622 0.010612270722006614 0.0085022621102322071 -0.0076613093368991126 0.0059540404791223814
leaf_weight=77 91 54 52 57 57 62 57 213 53 52 1518
leaf_count=77 91 54 52 57 57 62 57 213 53 52 1518
internal_value=0 0.0059917 -0.00278363 0.00642599 0.00598394 0.00630799 0.00661015 0.0060771 0.0155104 -0.00107144 0.00652827
internal_weight=0 2252 106 2146 2069 2012 1950 1840 110 109 1731
internal_count=2343 2252 106 2146 2069 2012 1950 1840 110 109 1731
is_linear=0
shrinkage=0.16829


Tree=5173
num_leaves=21
num_cat=0
split_feature=12 156 13 132 13 47 42 52 52 51 51 12 12 132 13 13 403 12 12 13
split_gain=6.6468 1.75934 1.1543 0.780844 0.679291 0.892391 0.479838 0.361581 0.356806 0.481869 0.39447 0.351617 0.276918 0.276887 0.211111 0.226364 0.216199 0.174439 0.156733 0.141385
threshold=0.077755000000000005 0.094415000000000013 -0.15310499999999996 0.087955000000000019 -0.33260499999999998 0.077555000000000013 0.13043000000000002 -0.087769999999999987 -0.53937999999999986 -0.090859999999999982 -0.22710999999999995 0.095330000000000012 -0.085719999999999977 0.022565000000000005 -0.012279999999999998 -0.026884999999999996 -0.0044549999999999998 0.11486500000000001 -1.0000000180025095e-35 0.031740000000000011
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 -2 4 -1 7 8 -6 19 10 -10 14 -9 17 15 -11 -16 -13 -14 -4
right_child=2 -3 6 -5 5 -7 -8 12 9 11 -12 13 18 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0004273689769869182 0.00073933209746644235 0.0012797625203962845 0.0012555283920767924 0.00032288574234858177 0.00091598029968636356 0.0010714667472074173 0.00087130296501848202 0.00049966143777065511 0.0011320747646752535 0.0012192685630288203 0.00076661761095333342 0.0011031328209871276 0.00086608889235145314 0.00088038543223462908 0.0012359335143555159 0.0010046681325249559 0.0014320020977788782 0.0013198732008894497 0.00065749453327618537 0.0014983894269244285
leaf_weight=63 66 66 55 52 76 99 52 85 88 716 52 206 62 52 164 60 104 53 116 56
leaf_count=63 66 66 55 52 76 99 52 85 88 716 52 206 62 52 164 60 104 53 116 56
internal_value=0 0.000769876 0.00116871 0.000708958 0.000748959 0.000795134 0.00118578 0.000714331 0.00119594 0.00118237 0.000996585 0.00120154 0.000655926 0.00110305 0.00123085 0.00120272 0.00131215 0.00114762 0.000730349 0.00137837
internal_weight=0 619 1724 553 501 438 1658 339 1606 1495 140 1355 263 311 1044 776 268 259 178 111
internal_count=2343 619 1724 553 501 438 1658 339 1606 1495 140 1355 263 311 1044 776 268 259 178 111
is_linear=0
shrinkage=0.0032998


Tree=5174
num_leaves=17
num_cat=0
split_feature=4 3 123 11 3 0 4 3 0 52 1453 4 52 3 51 15
split_gain=7.93751 3.27894 2.10594 0.918512 0.830414 0.819115 0.770651 0.505407 0.762338 0.468766 0.412624 0.376889 0.326705 0.368059 0.231343 0.172689
threshold=0.30163500000000004 0.10632000000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.12077499999999998 0.12113000000000002 -0.033449999999999987 -0.13795999999999997 -0.14032999999999998 -0.050359999999999995 -1.0000000180025095e-35 -0.0090299999999999981 -0.53937999999999986 -0.07908999999999998 -0.085099999999999981 -0.45726999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -3 -2 -9 12 -11 -4 -6 -14 -12 -10
right_child=7 6 11 5 9 -7 -8 8 15 10 14 -13 13 -15 -16 -17
leaf_value=0.00079889772622238693 0.0007572189174006325 0.00089386309583424316 0.00091615414148943494 0.0016605806149674154 0.0013034617388169936 0.0011281241648745065 0.00036803647132947374 0.00070282370893212057 0.00037376968702534111 0.0015037337878757904 0.0010346534580659567 0.00052920647839664885 0.0011459502859111339 0.00093129083107681163 0.0012162775116815051 0.00011856259212930561
leaf_weight=64 63 56 55 82 66 52 67 64 62 53 85 56 194 163 1106 55
leaf_count=64 63 56 55 82 66 52 67 64 62 53 85 56 194 163 1106 55
internal_value=0 0.00113107 0.00116363 0.00118994 0.00116946 0.00145422 0.000607724 0.000501991 0.00041296 0.00118366 0.00121617 0.000721255 0.00108798 0.00104804 0.00120334 0.000254102
internal_weight=0 2099 1976 1865 1731 134 123 244 181 1667 1244 111 423 357 1191 117
internal_count=2343 2099 1976 1865 1731 134 123 244 181 1667 1244 111 423 357 1191 117
is_linear=0
shrinkage=0.0032998


Tree=5175
num_leaves=13
num_cat=0
split_feature=9 4 4 15 12 130 4 3 3 3 3 2
split_gain=0.473238 0.443357 0.306588 0.276254 0.252938 0.209984 0.208786 0.200951 0.278696 0.169054 0.140167 0.129128
threshold=-1.0000000180025095e-35 -0.51253999999999988 0.24726500000000004 -0.19301999999999997 0.09202500000000001 -0.081769999999999995 0.42953500000000006 -0.24154499999999998 -0.12077499999999998 0.10812000000000001 -0.1535 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -5 11 -7 10 -10 -9 -4
right_child=1 2 4 5 -6 7 -8 8 9 -11 -12 -13
leaf_value=-0.0071263063193267463 0.021990257995054146 0.019422793826950349 0.0049140519281146537 -0.0020569241944735496 -0.0064604561005366136 -0.0029768874330518293 0.010027750914729306 0.0098403907256619776 0.0075035150351830948 0.00024947622799799873 0.02228639847494324 -0.0066320336009457392
leaf_weight=70 54 52 58 70 82 52 102 52 1605 97 52 52
leaf_count=70 54 52 58 70 82 52 102 52 1605 97 52 52
internal_value=0 0.00690516 0.00654615 0.00729936 0.00146743 0.00697145 0.00454236 0.00731256 0.00760981 0.00709115 0.0160807 -0.000527765
internal_weight=0 2328 2274 1980 294 1928 212 1858 1806 1702 104 110
internal_count=2398 2328 2274 1980 294 1928 212 1858 1806 1702 104 110
is_linear=0
shrinkage=0.16829


Tree=5176
num_leaves=18
num_cat=0
split_feature=1 4 0 4 457 51 4 15 13 1209 42 15 15 4 0 51 1447
split_gain=0.309595 0.226527 0.249804 0.191507 0.164734 0.177321 0.183802 0.138047 0.154565 0.130177 0.204886 0.117001 0.17405 0.213152 0.2697 0.102094 0.100498
threshold=0.10538500000000002 -0.0087849999999999977 -0.040094999999999992 0.056640000000000003 0.094845000000000013 0.11524000000000002 -0.21586499999999997 -0.15614499999999998 0.22245000000000001 0.083050000000000013 -0.0098899999999999978 -0.061559999999999997 -0.47252999999999995 0.50373500000000015 -0.099059999999999995 -0.013219999999999997 -0.073059999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 15 -8 9 16 -11 12 -5 14 -14 -1 -9
right_child=1 3 -4 11 -6 -7 7 8 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0078058451312415953 0.012976885857970584 -0.0099083251672219801 -0.0011177735301406211 0.006507526777549971 0.015681800164013188 -0.0010420442405323861 0.01330899641429892 0.0012595187347375267 -0.0030407641962151071 0.0037264757998124436 0.017566763153517378 0.0072985902316007644 -0.0067137124296991679 -0.010280574342099023 0.010029338044003414 0.017463309728098161 0.0060375588859398841
leaf_weight=62 89 52 59 71 53 92 71 140 55 56 67 68 56 74 53 64 1216
leaf_count=62 89 52 59 71 53 92 71 140 55 56 67 68 56 74 53 64 1216
internal_value=0 0.00177228 0.00734593 -0.000428538 0.0064111 0.00614059 0.00652337 0.00603536 0.00569753 0.0060237 0.0112801 0.00109678 -0.000556474 -0.00330697 0.00141092 0.0127255 0.00554558
internal_weight=0 522 148 374 1876 1823 1731 1605 1534 1479 123 322 254 183 109 126 1356
internal_count=2398 522 148 374 1876 1823 1731 1605 1534 1479 123 322 254 183 109 126 1356
is_linear=0
shrinkage=0.16829


Tree=5177
num_leaves=18
num_cat=0
split_feature=4 3 39 11 49 16 14 42 4 151 42 1446 11 16 42 403 42
split_gain=8.76569 2.7642 1.72665 0.973076 0.758626 0.737124 0.859433 0.504871 0.415559 0.398333 0.423108 0.301006 0.271063 0.211241 0.346206 0.160245 0.112085
threshold=0.27161500000000005 0.30112000000000005 0.081875000000000017 1.0000000180025095e-35 -0.0086549999999999978 -0.4714549999999999 -0.45687499999999998 0.085545000000000024 0.024315000000000003 -0.086439999999999989 0.083725000000000008 0.091725000000000015 0.085155000000000022 0.0048200000000000005 -1.0000000180025095e-35 -0.072134999999999991 0.087865000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 7 -7 -2 9 10 -1 15 -5 14 -10 -11 -16
right_child=5 -3 4 12 -6 6 -8 -9 13 11 -12 -13 -14 -15 16 -17 -18
leaf_value=0.00093446780094979468 0.0009371790637580505 0.00051434931587709411 0.00073632916154625432 0.0017488250705317587 0.0011844192390823688 0.00077331319093339624 0.00023082571232651365 0.00053607962577253152 0.0010017451916550346 0.0013938344203874747 0.0013233305007682265 0.0011110798209076345 0.0014451657128503285 0.0010221717218769208 0.0014303200322035665 0.001311049985777318 0.0012191432170460051
leaf_weight=63 99 53 85 59 81 55 76 53 52 376 61 71 76 83 61 937 57
leaf_count=63 99 53 85 59 81 55 76 53 52 376 61 71 76 83 61 937 57
internal_value=0 0.00125955 0.00127869 0.00130699 0.000955188 0.000640896 0.000458857 0.000797554 0.00128618 0.00130713 0.00112605 0.00132333 0.00157814 0.00116118 0.00122883 0.00133478 0.00132861
internal_weight=0 2115 2062 1896 166 283 131 152 1761 1508 124 1384 135 253 170 1313 118
internal_count=2398 2115 2062 1896 166 283 131 152 1761 1508 124 1384 135 253 170 1313 118
is_linear=0
shrinkage=0.0032998


Tree=5178
num_leaves=10
num_cat=0
split_feature=2 159 15 40 1456 52 1453 1 52
split_gain=0.311538 0.212752 0.34694 0.256968 0.156484 0.220876 0.243203 0.198489 0.132114
threshold=0.16730000000000003 0.10798500000000001 -0.42075999999999997 -0.085734999999999992 -0.16130999999999998 0.51358000000000004 -0.0087699999999999983 0.09518500000000002 -0.062629999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8 -3
right_child=-2 8 3 4 5 -7 7 -9 -10
leaf_value=-0.0049680158975141941 -0.0071127938912307924 0.007779556748202977 0.017058770137887938 -0.0029209047128975537 0.015934040347889977 -0.0044781445079688205 0.0065737473364789814 0.002478901223626213 0.017811043438984566
leaf_weight=90 55 98 55 62 67 59 1409 442 61
leaf_count=90 55 98 55 62 67 59 1409 442 61
internal_value=0 0.0056867 0.0052525 0.00569264 0.00538517 0.00564656 0.00595895 0.00559691 0.0116394
internal_weight=0 2343 2184 2094 2039 1977 1918 1851 159
internal_count=2398 2343 2184 2094 2039 1977 1918 1851 159
is_linear=0
shrinkage=0.16829


Tree=5179
num_leaves=25
num_cat=0
split_feature=3 2 2 15 2 0 2 0 40 39 3 2 3 0 3 43 43 42 42 43 15 43 3 15
split_gain=15.0485 4.82602 4.59095 3.06816 1.99177 1.53743 1.50026 1.28208 1.1191 0.981449 0.759221 0.432619 0.689077 0.375428 0.303621 0.286022 0.375039 0.257228 0.41052 0.34141 0.148006 0.14607 0.140446 0.0828635
threshold=-0.065259999999999999 0.13673000000000005 -1.0000000180025095e-35 -0.24042999999999998 0.10000000000000002 -0.12608499999999997 0.11366500000000002 -0.17785499999999996 -1.0000000180025095e-35 0.087880000000000014 0.092330000000000009 0.091955000000000023 -0.12077499999999998 0.11026000000000001 -0.086264999999999994 0.10894500000000001 0.0066850000000000008 0.077855000000000021 -0.069844999999999977 -0.081974999999999978 -0.088489999999999985 -0.069944999999999993 -0.0088599999999999981 -0.033689999999999991
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 9 -1 10 7 11 -6 -3 -2 23 12 -5 17 -8 16 20 18 -13 -19 -14 -21 -7 -4
right_child=1 8 4 6 5 22 14 -9 -10 -11 -12 13 15 -15 -16 -17 -18 19 -20 21 -22 -23 -24 -25
leaf_value=0.00075698421625134565 0.00081774328746698609 3.0386971401713313e-05 0.0016758611578410857 0.0019250799238052297 0.0011744926827364306 0.0014683493720724201 0.0010113024022377734 0.00054383111730311757 0.00065142312226924219 0.0002016392456866556 0.0011908038466750988 0.0015027117603075976 0.0015161940446382111 0.0017496771184683931 0.0013658973309106507 0.0018301562119535481 0.0013472567309780121 0.001737520357207414 0.0011091594667984798 0.0012962534510737593 0.0016310610763058241 0.0015266066932640972 0.0012269284304365705 0.0015063191656360148
leaf_weight=52 56 52 93 82 63 52 52 80 81 57 69 68 157 57 56 62 64 61 52 53 782 80 60 57
leaf_count=52 56 52 93 82 63 52 52 80 81 57 69 68 157 57 56 62 64 61 52 53 782 80 60 57
internal_value=0 0.000976854 0.00110548 0.00154731 0.00124802 0.00104931 0.00157257 0.000821921 0.000408877 0.000507277 0.00147923 0.00159937 0.00163141 0.00150023 0.00119549 0.00160876 0.00159504 0.00145484 0.00133247 0.00153036 0.00161189 0.00143508 0.00133933 0.00161167
internal_weight=0 720 587 1678 474 255 1626 143 133 113 219 1518 1147 371 108 1065 1003 314 120 194 939 133 112 150
internal_count=2398 720 587 1678 474 255 1626 143 133 113 219 1518 1147 371 108 1065 1003 314 120 194 939 133 112 150
is_linear=0
shrinkage=0.0032998


Tree=5180
num_leaves=23
num_cat=0
split_feature=1 3 1 124 51 1 4 4 1 4 1 48 3 0 1 51 1186 49 0 0 0 43
split_gain=16.1769 2.95312 1.65787 1.13713 0.869146 0.695007 0.691857 0.555631 0.551337 0.548447 0.678109 0.479095 0.6868 0.453767 0.43141 0.510967 0.317396 0.294626 0.255338 0.166561 0.152831 0.160725
threshold=0.10892500000000001 -0.049204999999999992 0.092810000000000017 -1.0000000180025095e-35 -0.095144999999999993 0.11695500000000002 -0.16772499999999999 0.24726500000000004 0.10312500000000001 0.50373500000000015 0.13539000000000004 0.091545000000000015 -0.14818499999999998 -0.074754999999999988 0.077800000000000022 -0.40274499999999996 0.049580000000000006 -0.014169999999999999 -0.076539999999999983 -0.087749999999999981 -0.037794999999999995 -0.042649999999999993
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 7 4 -4 14 -3 -5 -2 18 10 -7 12 -6 16 15 -1 17 -14 -8 -13 21 -15
right_child=1 5 3 6 11 9 8 -9 -10 -11 -12 19 13 20 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0010134729573453257 0.0011936884812878198 0.00068439511342084517 0.00070731667557942079 0.0014916866454427666 0.0017416634380243254 0.00020369663812627744 0.0013102644978827715 0.00076108592396479768 0.00082487379551682055 0.0001078836975258261 0.0007115949804955442 0.0013082888989770919 0.0012446019745716015 0.0014438577667820465 0.00089685763344610821 0.0014427558535299962 0.0016671690912854415 0.0014325388582365293 0.0010270737395761454 0.0010511005740143717 0.0010941739889323916 0.0012138613735919056
leaf_weight=54 75 72 61 70 68 58 102 58 55 87 57 64 105 59 52 71 58 866 55 52 52 85
leaf_count=54 75 72 61 70 68 58 102 58 55 87 57 64 105 59 52 71 58 866 55 52 52 85
internal_value=0 0.000601679 0.0013258 0.00111723 0.00137089 0.000405633 0.00120577 0.0010053 0.0011112 0.000306097 0.000455744 0.00139838 0.00141676 0.00139869 0.00115181 0.00125759 0.00142666 0.00141225 0.00121128 0.0011933 0.0012517 0.00130834
internal_weight=0 407 1929 343 1586 274 282 133 212 202 115 1409 1293 1225 177 125 1029 971 157 116 196 144
internal_count=2336 407 1929 343 1586 274 282 133 212 202 115 1409 1293 1225 177 125 1029 971 157 116 196 144
is_linear=0
shrinkage=0.0032998


Tree=5181
num_leaves=24
num_cat=0
split_feature=1 47 1 14 124 48 1 52 52 1 49 0 0 49 1 159 52 42 48 0 0 1 49
split_gain=21.7676 2.26797 2.04276 1.70241 1.56981 1.19792 1.16564 0.893735 1.14605 0.913902 0.877535 0.358573 0.637831 0.78749 0.321914 0.306281 0.80535 0.297234 0.160927 0.182218 0.11987 0.0601036 0.0458967
threshold=0.10892500000000001 0.078345000000000012 0.092810000000000017 0.062655000000000016 -1.0000000180025095e-35 0.094275000000000012 0.12072500000000001 -0.43387499999999996 0.024560000000000002 0.10141500000000002 0.11580500000000001 -0.081224999999999978 -0.098179999999999976 -0.0049799999999999992 0.14262000000000002 -0.037509999999999995 0.10855000000000002 -0.042074999999999994 0.086665000000000006 -0.085669999999999982 -0.11242999999999999 0.13418500000000003 -1.0000000180025095e-35
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 6 3 10 -4 -3 22 -6 9 -9 11 12 13 -1 21 -13 17 -17 19 -14 -15 -8 -2
right_child=1 5 4 -5 7 -7 14 8 -10 -11 -12 15 18 20 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0013805227412901069 0.001124056335732245 0.0016030422989893019 0.0010730460056151353 0.0023881939442960019 0.0019869366600855456 0.00095324216495003874 0.00064078011738164388 0.0015864177875294964 0.0019448280817580767 0.0010487137550316131 0.0014985993108264956 0.001969377655168446 0.0019895165795674034 0.0019578830273534291 0.00042683810451271459 0.0016742321109825846 0.0013664340409347072 0.0018633502364765562 0.0017843706202998993 0.001875242741310642 0.0017317155863002126 0.00080317401590033924 0.00097881679901854726
leaf_weight=59 52 70 61 59 69 56 53 101 59 53 91 71 346 61 65 159 58 230 94 306 52 54 57
leaf_count=59 52 70 61 59 69 56 53 101 59 53 91 71 346 61 65 159 58 230 94 306 52 54 57
internal_value=0 0.000946257 0.00178624 0.0018363 0.00155467 0.00131452 0.000781002 0.00165872 0.00155223 0.00140159 0.00181495 0.00183498 0.00187477 0.00169187 0.000611324 0.0017644 0.00173176 0.00178614 0.00191689 0.00193594 0.00185412 0.000723065 0.00104843
internal_weight=0 407 1929 1586 343 126 281 282 213 154 1527 1436 918 172 172 518 447 389 746 652 113 107 109
internal_count=2336 407 1929 1586 343 126 281 282 213 154 1527 1436 918 172 172 518 447 389 746 652 113 107 109
is_linear=0
shrinkage=0.0032998


Tree=5182
num_leaves=12
num_cat=0
split_feature=4 457 14 12 15 49 4 16 4 150 15
split_gain=0.527827 0.285538 0.26006 0.247887 0.275946 0.247554 0.180988 0.680778 0.388198 0.16864 0.125085
threshold=0.51286500000000013 0.10823000000000001 0.076175000000000007 -0.073474999999999985 -0.23821999999999996 0.12748500000000004 -0.17689999999999997 0.25032500000000008 -0.096364999999999992 0.083825000000000011 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 6 7 -6 -8 10 -1
right_child=-2 -3 -4 4 5 -7 8 -9 -10 -11 -12
leaf_value=0.00051457093303421673 -0.00468727692808933 -0.0035787437617056024 0.018863724399891781 0.019851872131325422 0.028864301449158185 -0.00029420784759085704 -0.0058789541300131301 0.0057407033598756811 0.0088757362019435647 -0.0054155543894871486 0.011915495756946847
leaf_weight=58 91 55 69 63 58 86 52 96 1600 56 52
leaf_count=58 91 55 69 63 58 86 52 96 1600 56 52
internal_value=0 0.00837444 0.00867545 0.00834316 0.00887359 0.00850709 0.00892719 0.0144613 0.00841022 0.00208542 0.00592043
internal_weight=0 2245 2190 2121 1955 1892 1806 154 1652 166 110
internal_count=2336 2245 2190 2121 1955 1892 1806 154 1652 166 110
is_linear=0
shrinkage=0.16829


Tree=5183
num_leaves=21
num_cat=0
split_feature=4 12 150 41 2 2 2 12 2 4 156 0 12 0 403 4 133 1212 16 49
split_gain=26.8534 9.24676 4.16225 2.22452 2.03928 1.73486 1.65886 1.65546 1.56723 0.835572 0.677461 0.510658 0.493012 0.441723 0.400872 0.362878 0.232158 0.22908 0.181748 0.163379
threshold=0.30163500000000004 0.054520000000000006 0.083435000000000023 0.075585000000000013 0.10859000000000001 0.13538500000000001 0.12330500000000001 -1.0000000180025095e-35 0.10161500000000002 -0.078454999999999983 0.081415000000000015 -0.10803999999999998 0.093840000000000021 -0.086984999999999993 -0.082179999999999989 0.029980000000000003 0.089135000000000006 0.090080000000000007 -0.019749999999999993 0.086895000000000014
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 2 4 6 7 11 9 -1 -4 13 -9 -2 14 -3 -11 19 -16 18 -15 -14
right_child=5 3 8 -5 -6 -7 -8 10 -10 12 -12 -13 15 17 16 -17 -18 -19 -20 -21
leaf_value=0.0010609949253123016 0.00068843938540664063 0.0018676610411039998 0.0008779737452926337 0.0021772698039628819 0.00080427932237008123 -0.00011333307728004739 0.00096791125518077095 0.0019182524815651912 0.0001597779591904234 0.0012876782911853621 0.0014260146622677411 0.00030751188685814498 0.001426588538240489 0.0016022180445940096 0.0016250076136056181 0.0012295131643877044 0.0014533315137886934 0.0014422382265992808 0.0017528235503601413 0.0016306997319295003
leaf_weight=85 72 97 70 63 83 80 53 59 63 54 65 83 218 288 432 95 113 70 136 57
leaf_count=85 72 97 70 63 83 80 53 59 63 54 65 83 218 288 432 95 113 70 136 57
internal_value=0 0.00145733 0.00102237 0.00156761 0.00124285 0.000280955 0.00154377 0.00141686 0.000538041 0.00156332 0.00166051 0.000484686 0.00150329 0.00166167 0.00156233 0.00140762 0.00158948 0.00162115 0.00165061 0.00146902
internal_weight=0 2101 425 1676 292 235 1613 209 133 1560 124 155 969 591 599 370 545 494 424 275
internal_count=2336 2101 425 1676 292 235 1613 209 133 1560 124 155 969 591 599 370 545 494 424 275
is_linear=0
shrinkage=0.0032998


Tree=5184
num_leaves=18
num_cat=0
split_feature=14 1210 1212 1212 12 16 16 157 0 16 151 16 41 16 12 42 156
split_gain=0.385749 0.282896 0.240577 0.272454 0.246414 0.371635 0.430792 0.793718 0.448577 0.641303 0.335765 0.311745 0.264126 0.16122 0.133306 0.124953 0.0854239
threshold=-0.31455999999999995 -0.08107499999999998 0.089995000000000019 0.098205000000000015 0.083995000000000014 0.12292000000000002 -0.011859999999999997 -0.07797999999999998 -0.085669999999999982 -0.14169499999999999 0.0031850000000000003 -0.083104999999999984 0.076195000000000013 0.40304500000000004 0.088170000000000012 0.12011500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 4 -4 5 6 8 -8 11 -10 12 -3 13 15 -2 -6 -15
right_child=1 2 3 -5 10 -7 7 -9 9 -11 -12 -13 -14 16 -16 -17 -18
leaf_value=-0.0051394677018583969 0.022396131367760454 0.0059553808915320449 -0.0088391049518288609 0.0061005497257088301 0.010515211674312621 0.014863543432574402 -0.020850109050230672 0.0047320223375173958 0.010310500338504548 -0.015155815802541482 0.022315718623579502 0.01729933582382855 -0.0027484273257425609 0.0013466356596266225 0.010367359832789172 0.0033542894039258163 0.0092783606948752453
leaf_weight=66 53 204 52 103 989 99 52 101 55 57 54 104 54 103 53 75 62
leaf_count=66 53 204 52 103 989 99 52 101 55 57 54 104 54 103 53 75 62
internal_value=0 0.00789591 0.00747859 0.00107695 0.0079716 0.00533636 0.00368717 -0.00395082 0.00647386 -0.00263399 0.00929477 0.00979164 0.00874533 0.0092518 0.0163987 0.0100121 0.00433793
internal_weight=0 2270 2164 155 2009 672 573 153 420 112 1337 308 1283 1229 106 1064 165
internal_count=2336 2270 2164 155 2009 672 573 153 420 112 1337 308 1283 1229 106 1064 165
is_linear=0
shrinkage=0.16829


Tree=5185
num_leaves=20
num_cat=0
split_feature=4 2 150 0 2 40 0 1446 150 4 2 4 0 4 16 51 0 4 160
split_gain=34.368 10.0617 5.793 2.30653 2.17756 2.08404 1.94322 1.42784 0.786382 0.745054 0.705723 0.702354 1.46536 0.523648 0.464229 0.437204 0.285395 0.20453 0.118341
threshold=0.30163500000000004 0.14307 0.083435000000000023 -0.11242999999999999 0.13880500000000004 -0.012109999999999998 -0.076539999999999983 0.083715000000000026 0.081245000000000026 0.043850000000000007 0.064660000000000009 -0.0062699999999999987 -0.11208499999999998 -0.079939999999999983 -0.054549999999999994 0.0045000000000000014 -0.11169999999999998 -0.0079049999999999971 -0.084454999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 8 -1 17 9 10 11 -2 12 -7 -9 16 -13 -11 -5 -15
right_child=4 -3 3 6 -6 7 -8 13 -10 14 -12 15 -14 18 -16 -17 -18 -19 -20
leaf_value=0.0019049550754432765 0.00074701871456878967 0.00097152862197639209 0.001373472278550515 0.0021752704450560324 0.00050150731041161264 0.00195530502007872 0.0015699359288114233 0.0029760427230210809 0.0015202033140394771 0.0025140172170677773 0.0012585000271125989 0.0027095873529504517 0.0024206400987317619 0.0026892529579127197 0.0020046796558010104 0.0023466684019140724 0.0021929134144015238 0.0024730723726820972 0.0024619745443579238
leaf_weight=90 52 61 76 52 71 80 56 56 54 55 69 135 1076 59 80 52 75 56 55
leaf_count=90 52 61 76 52 71 80 56 56 54 55 69 135 1076 59 80 52 75 56 55
internal_value=0 0.00229321 0.00233246 0.00185005 0.000989777 0.0023963 0.00207069 0.00242195 0.00118767 0.00239033 0.00103898 0.00241918 0.00238847 0.00271061 0.00220564 0.00260886 0.00232904 0.00233001 0.00257991
internal_weight=0 2114 2053 240 246 1813 164 1723 175 1553 121 1343 1156 170 210 187 130 108 114
internal_count=2360 2114 2053 240 246 1813 164 1723 175 1553 121 1343 1156 170 210 187 130 108 114
is_linear=0
shrinkage=0.0032998


Tree=5186
num_leaves=21
num_cat=0
split_feature=2 2 160 2 13 393 1429 52 160 52 52 456 49 2 2 52 13 2 2 13
split_gain=0.613471 0.288741 0.251451 0.234438 0.277331 0.194156 0.192478 0.185292 0.232867 0.231987 0.19063 0.151295 0.125638 0.109993 0.146883 0.10942 0.0828731 0.0684297 0.0672912 0.0311445
threshold=0.14461000000000004 -0.14400499999999997 -0.54119499999999987 0.090225000000000014 -0.097519999999999982 0.083525000000000016 0.057970000000000008 -0.092059999999999989 0.014995000000000003 1.0000000180025095e-35 -0.42890999999999996 0.060100000000000008 0.096530000000000019 0.10686000000000002 0.096120000000000025 -0.062629999999999977 -0.087359999999999979 0.16730000000000003 0.087610000000000007 0.016935000000000002
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 -1 -3 4 -4 6 11 8 10 13 19 -6 16 14 -9 -15 -11 -2 -8 -5
right_child=17 2 3 7 5 -7 18 9 -10 12 -12 -13 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0036930324996269359 -0.00040920768109303172 0.01947830165942634 0.020739001699589581 0.013613424357246481 0.0087358226751771424 0.017181984504259229 -0.0024040095478736682 0.0026466916081838297 0.017315834404173398 5.514411769412229e-05 -0.0013410343228847693 0.017114099115049422 0.01416097315801532 -0.0015393138084859753 -0.0075692451965674555 0.0077282292168819157 0.0075838062708111229 -0.0085958613357971208 0.0060639139370725391 0.0077460718335309042
leaf_weight=56 62 58 62 52 906 80 54 96 84 52 58 66 70 54 68 107 213 55 52 55
leaf_count=56 62 58 62 52 906 80 54 96 84 52 58 66 70 54 68 107 213 55 52 55
internal_value=0 0.00821699 0.00852278 0.00822348 0.00975038 0.00916049 0.00856353 0.0061722 0.0100903 0.00469129 0.00640092 0.00930657 0.00780024 0.00148115 -0.00157823 0.0046087 0.00611326 -0.00427299 0.00173312 0.0106143
internal_weight=0 2243 2187 2129 1220 1158 1078 909 249 660 165 972 335 325 164 161 265 117 106 107
internal_count=2360 2243 2187 2129 1220 1158 1078 909 249 660 165 972 335 325 164 161 265 117 106 107
is_linear=0
shrinkage=0.16829


Tree=5187
num_leaves=28
num_cat=0
split_feature=4 12 150 12 150 4 51 52 12 0 15 43 12 52 150 42 4 151 151 43 52 43 4 4 42 52 4
split_gain=18.2971 7.31017 2.30264 1.3036 0.9866 0.730561 0.642739 0.767073 0.534893 0.525771 0.8765 0.452958 0.566819 0.449447 0.258508 0.184164 0.20379 0.182889 0.210702 0.234815 0.155354 0.198621 0.223996 0.116086 0.0909993 0.237698 0.0177993
threshold=0.30163500000000004 1.0000000180025095e-35 0.083435000000000023 0.13032500000000005 0.081245000000000026 -0.074219999999999994 -0.097374999999999975 -0.032354999999999988 0.09567500000000001 -0.099059999999999995 -0.45726999999999995 -0.0096349999999999977 0.085005000000000011 0.074235000000000009 0.094365000000000018 -0.087714999999999987 -0.087839999999999988 -0.088054999999999981 -0.06568499999999998 -0.00067499999999999993 0.095040000000000027 0.0035900000000000007 -0.080584999999999976 -0.081479999999999983 -1.0000000180025095e-35 -0.013014999999999999 -0.0072499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 9 11 -1 -8 17 -2 -11 12 -3 -9 -4 -14 -17 -7 -19 -20 21 23 -23 -13 26 -26 -10
right_child=4 3 14 -5 -6 8 7 13 24 10 -12 20 15 -15 -16 16 -18 18 19 -21 -22 22 -24 -25 25 -27 -28
leaf_value=0.0015743707908694225 0.00067261486134613112 0.0021032732056777107 0.00088542778361358195 0.0010912552294412587 0.00090853377279829606 0.0014739073502133167 0.00091821912916975764 0.0015034694059107348 0.0015606654195500162 0.00055700779867140797 -1.4112838202367998e-05 0.0016543476484337382 0.0016101967965921936 0.0011382526525086562 0.00058550381426962419 0.001962103395313392 0.0017189553871064399 0.0017964584970255638 0.0015731031376656564 0.0017701933164340222 0.0014466570869116227 0.0013915874318241905 0.0016909524533963928 0.001834871306091306 0.0012073026541734985 0.0014787872411467387 0.0014608010332725202
leaf_weight=63 64 53 68 53 64 97 74 79 56 65 53 135 100 71 60 56 136 78 400 83 53 60 54 62 57 101 65
leaf_count=63 64 53 68 53 64 97 74 79 56 65 53 135 100 71 60 56 136 78 400 83 53 60 54 62 57 101 65
internal_value=0 0.00150673 0.00111383 0.00160268 0.000555635 0.00161912 0.00127815 0.00119468 0.0015582 0.000431346 0.000300189 0.00169959 0.00178625 0.00133084 0.000745114 0.00172858 0.00179006 0.00160998 0.00163344 0.00160704 0.00161736 0.00164634 0.0015337 0.00171134 0.00143595 0.00138107 0.00150731
internal_weight=0 2114 415 1699 246 1646 287 224 937 182 118 709 345 150 128 292 192 658 561 483 364 311 114 197 279 158 121
internal_count=2360 2114 415 1699 246 1646 287 224 937 182 118 709 345 150 128 292 192 658 561 483 364 311 114 197 279 158 121
is_linear=0
shrinkage=0.0032998


Tree=5188
num_leaves=21
num_cat=0
split_feature=1 47 3 1 3 1 11 11 3 51 1 403 42 3 51 1 3 130 42 3
split_gain=21.0227 3.63606 3.14695 2.06282 1.25321 0.894181 0.739926 0.877499 0.597327 0.575637 0.330967 0.324788 0.263212 0.304322 0.228707 0.224823 0.267669 0.181753 0.181368 0.107343
threshold=0.109225 0.085770000000000027 -0.068254999999999982 0.11918000000000002 -0.036844999999999996 0.10080500000000002 1.0000000180025095e-35 0.082485000000000017 -0.12077499999999998 0.07955000000000001 0.13702500000000004 -0.54045999999999983 0.10017000000000002 0.09037000000000002 -0.15171499999999996 0.088340000000000016 -0.076969999999999997 0.087820000000000023 -1.0000000180025095e-35 -0.0076849999999999991
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 3 6 19 -3 9 8 -8 -1 12 -5 -10 13 18 -13 17 -17 -16 -4 -2
right_child=1 4 5 10 -6 -7 7 -9 11 -11 -12 14 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.0017728979474618341 0.0015135957319337137 0.0020867924091995458 0.0019712492053309328 0.00097322174870413366 0.0013968592600459788 0.0015088074252009029 0.0026669326003471647 0.002136009086796435 0.0023653800420998269 0.0016239820882526475 0.00069026524943305073 0.0019173974346401918 0.001745560087022486 0.0017962005792978978 0.002157898999589123 0.0019518191131868566 0.0022280725074158266 0.0020172128541259891 0.002203797512104116 0.0012927838527832299
leaf_weight=58 52 55 80 85 61 88 59 83 58 74 99 69 54 56 860 164 53 123 77 52
leaf_count=58 52 55 80 85 61 88 59 83 58 74 99 69 54 56 860 164 53 123 77 52
internal_value=0 0.00123057 0.00205764 0.00103159 0.00172429 0.00180738 0.00212792 0.00235685 0.00210442 0.00188433 0.00082117 0.00211889 0.00195635 0.00200962 0.00210759 0.0021185 0.00201945 0.00214033 0.00208553 0.00140353
internal_weight=0 404 1956 288 116 429 1527 142 1385 341 184 1327 267 213 1269 1200 217 983 157 104
internal_count=2360 404 1956 288 116 429 1527 142 1385 341 184 1327 267 213 1269 1200 217 983 157 104
is_linear=0
shrinkage=0.0032998


Tree=5189
num_leaves=28
num_cat=0
split_feature=4 123 4 0 0 0 0 0 4 16 4 0 160 43 52 4 4 4 4 42 0 475 4 43 16 0 43
split_gain=13.681 2.12519 1.32051 1.18588 1.21229 0.728288 0.499609 0.494011 0.601137 0.485888 0.960639 0.452612 0.443256 0.414753 0.32137 0.308864 0.303685 0.262205 0.291287 0.218329 0.174371 0.167286 0.162013 0.152654 0.108762 0.126019 0.0828642
threshold=0.27161500000000005 1.0000000180025095e-35 -0.072529999999999983 -0.13740499999999997 -0.14857499999999998 -0.046734999999999992 -0.082234999999999989 -0.10803999999999998 0.51400500000000016 0.062910000000000008 -0.099704999999999974 -0.18087499999999998 -0.014774999999999998 -0.081324999999999995 -0.048309999999999992 -0.010419999999999997 -0.49432999999999994 -0.087839999999999988 -0.080344999999999986 0.099885000000000015 -0.086084999999999981 -0.048844999999999993 -0.0084099999999999991 -0.0019149999999999998 -0.082354999999999984 -0.080434999999999993 -0.081694999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 13 12 11 -9 10 -8 -2 -1 15 22 21 -11 -14 23 -16 -17 -5 -15 -19 -12 -26 -3
right_child=7 26 3 5 -6 -7 9 8 -10 16 24 -13 17 14 19 20 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0018046262879934593 0.00046833960544698971 0.00077829042338067704 0.0011966655717815257 0.0013611961089189024 0.00057666746740728844 0.00091609179935040765 0.00088856795608206686 0.00053220377952744983 9.4301749046918272e-05 0.0016347760365800924 0.0012324775312695369 0.00088673841254580251 0.0016647864841506505 0.0009958669170174691 0.0013411280129866985 0.0013953364461329245 0.0013148766121926561 0.0014153098848082946 0.001616001003318076 0.0011238703507819505 0.0011957564494409366 0.0015715822377361521 0.0012179071168447245 0.0011975420257798316 0.0012670090106202236 0.0014528709304674457 0.00095832267734688578
leaf_weight=52 60 58 99 68 53 53 56 97 53 90 57 54 63 63 335 114 53 129 64 62 89 121 92 52 59 153 61
leaf_count=52 60 58 99 68 53 53 56 97 53 90 57 54 63 63 335 114 53 129 64 62 89 121 92 52 59 153 61
internal_value=0 0.00130001 0.00132582 0.00125317 0.000980714 0.00129468 0.00142659 0.000502696 0.000377713 0.0013548 0.00128357 0.000666838 0.00151982 0.0013159 0.00125698 0.00139877 0.00151646 0.00147162 0.0014218 0.00130729 0.00130801 0.00149607 0.00112789 0.00135294 0.00136567 0.00140131 0.000870872
internal_weight=0 2096 1977 1149 152 997 828 264 150 468 325 114 360 944 552 392 143 308 245 397 203 189 155 181 269 212 119
internal_count=2360 2096 1977 1149 152 997 828 264 150 468 325 114 360 944 552 392 143 308 245 397 203 189 155 181 269 212 119
is_linear=0
shrinkage=0.0032998


Tree=5190
num_leaves=19
num_cat=0
split_feature=4 12 13 4 11 0 15 157 0 13 12 16 160 4 12 15 16 4
split_gain=0.423425 0.93753 0.457467 0.408317 0.386412 0.402121 0.413163 0.272686 0.250945 0.246628 0.22397 0.187042 0.162305 0.15104 0.122187 0.100808 0.0556562 0.0398655
threshold=0.24099500000000004 0.09202500000000001 -0.079299999999999995 -0.51253999999999988 0.077290000000000011 -0.13314999999999996 -0.015464999999999998 -0.088999999999999982 -0.076539999999999983 -0.0013449999999999996 0.084055000000000005 0.41484500000000007 -0.014774999999999998 -0.17689999999999997 0.085465000000000013 -0.43457999999999991 -0.42004999999999992 0.058330000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 -1 5 6 9 -7 10 -5 12 13 -9 -10 -12 -2 -4 -13
right_child=1 -3 16 4 -6 7 -8 8 11 -11 14 17 -14 -15 -16 -17 -18 -19
leaf_value=-0.0039852197030708757 0.011200518792430452 -0.013107398368706703 0.0045342470560711763 -0.00079916427550698744 0.020409913367045143 0.0011505180690253268 -0.0094374437811963838 0.025143835879698626 0.013462785829910591 0.014355590419451995 0.0067148351264287292 0.017455504680571311 0.014273350669601467 0.0048107074664685201 0.012166821842530776 0.021542050985716734 -0.0022562175022101129 0.010813572615452006
leaf_weight=59 54 76 92 54 100 85 59 59 69 69 139 54 119 343 772 55 54 53
leaf_count=59 54 76 92 54 100 85 59 59 69 69 139 54 119 343 772 55 54 53
internal_value=0 0.00328941 0.00818334 0.00978844 0.0102008 0.00965537 0.00212626 0.0104637 0.0109549 0.00768768 0.0124091 0.00790002 0.0178866 0.00626408 0.0113369 0.0164352 0.0020104 0.0141824
internal_weight=0 331 255 2034 1975 1875 182 1693 1608 123 1089 519 178 412 911 109 146 107
internal_count=2365 331 255 2034 1975 1875 182 1693 1608 123 1089 519 178 412 911 109 146 107
is_linear=0
shrinkage=0.16829


Tree=5191
num_leaves=17
num_cat=0
split_feature=97 11 0 1 13 42 50 12 0 13 151 52 1 48 15 13
split_gain=0.56389 0.397164 0.39047 0.473467 0.770041 0.607794 0.388509 0.306001 0.256588 0.218921 0.200025 0.194369 0.183949 0.163489 0.161427 0.0775718
threshold=-1.0000000180025095e-35 0.093970000000000012 0.10798500000000001 0.07677500000000001 0.031740000000000011 -0.034284999999999989 0.089465000000000017 -0.094939999999999983 -0.10891999999999999 -0.017484999999999997 -0.085604999999999987 -0.41304999999999997 0.090840000000000018 0.088965000000000002 -0.06784999999999998 -0.073629999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 6 -6 7 -5 -2 12 -10 -9 -8 14 -12 -15
right_child=1 -3 -4 4 5 -7 9 11 10 -11 13 -13 -14 15 -16 -17
leaf_value=-0.0092852732964304897 0.01982254245484967 -0.0053698859241869583 0.019163441809669248 0.016559527619905944 0.0049157840875523016 -0.019460108477181038 0.016405844364607427 0.012888837227506847 0.017077828627467068 0.021775248709492691 0.0038872149701442258 0.0025430617326423002 0.0046973803130717588 0.010014261743368644 0.0091875110423716901 0.01891139970803302
leaf_weight=56 71 63 88 56 55 61 66 57 88 58 215 539 91 54 687 60
leaf_count=56 71 63 88 56 55 61 66 57 88 58 215 539 91 54 687 60
internal_value=0 0.0077914 0.00816137 0.00771189 0.00498291 -0.00788709 0.00670692 0.0046569 0.00999341 0.0129154 0.00935966 0.00353552 0.00963085 0.00868939 0.00792613 0.0147127
internal_weight=0 2309 2246 2158 983 116 867 652 1175 215 1104 596 157 1016 902 114
internal_count=2365 2309 2246 2158 983 116 867 652 1175 215 1104 596 157 1016 902 114
is_linear=0
shrinkage=0.16829


Tree=5192
num_leaves=12
num_cat=0
split_feature=97 14 0 1375 16 12 160 41 12 0 12
split_gain=0.390276 0.335788 0.380661 0.350854 0.222332 0.344211 0.275365 0.184086 0.186163 0.173833 0.105927
threshold=-1.0000000180025095e-35 -0.23960999999999996 -0.22607999999999998 -0.082704999999999987 -0.15323999999999996 0.10124000000000001 -0.53327999999999987 1.0000000180025095e-35 -0.011819999999999999 -0.14032999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 9 -6 8 -8 -5 -11
right_child=1 2 3 4 6 -7 7 -9 -10 10 -12
leaf_value=-0.0077226566331169231 0.01668888957405476 -0.0046326443737488053 0.020065776093826159 -0.001835555630300874 -0.00385888786473991 -0.010421375397115131 0.00027519051597579396 0.015631212501096906 0.0073973801661493827 0.013836919768502607 0.0045652374738502392
leaf_weight=56 88 90 53 78 65 53 112 72 1545 55 98
leaf_count=56 88 90 53 78 65 53 112 72 1545 55 98
internal_value=0 0.00648163 0.00607639 0.00652951 0.0061834 0.00179972 0.00687636 0.00728098 0.00691706 0.00461147 0.00790994
internal_weight=0 2309 2221 2131 2078 284 1794 1729 1657 231 153
internal_count=2365 2309 2221 2131 2078 284 1794 1729 1657 231 153
is_linear=0
shrinkage=0.16829


Tree=5193
num_leaves=17
num_cat=0
split_feature=1 14 4 0 4 43 49 43 49 151 16 151 1210 1 480 1186
split_gain=0.274198 0.419811 0.338567 0.384155 0.319926 0.354981 0.290606 0.193463 0.188971 0.225894 0.218302 0.164524 0.159771 0.195231 0.146149 0.143626
threshold=0.093505000000000019 -0.10708499999999999 -0.14538499999999996 -0.019414999999999998 -0.15618499999999999 -0.014114999999999997 0.0083400000000000019 -0.17922499999999997 -0.07929499999999999 -0.016164999999999995 -0.081934999999999994 -0.13827999999999999 -0.080859999999999974 0.091585000000000014 -0.039079999999999997 0.049580000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 6 5 -1 8 -6 -4 -10 -11 -9 -13 14 -14 -16
right_child=1 2 3 -5 7 -7 -8 11 9 10 -12 12 13 -15 15 -17
leaf_value=-0.012511756643269633 0.012961985027483474 0.00969147276789218 -0.0053691464128331912 -0.013533241088580629 0.014704645871876448 0.0060121936441531057 -0.0098834880850110513 0.015826045501582751 0.012507078053091283 -0.0031950216203594037 0.0064156761343658825 0.012650812531388342 0.013555216529617956 0.015764874446328275 0.0043673752774443684 0.012773351051568935
leaf_weight=52 93 103 73 60 87 67 63 52 71 128 140 100 57 52 1106 61
leaf_count=52 93 103 73 60 87 67 63 52 71 128 140 100 57 52 1106 61
internal_value=0 0.00239743 0.000854641 -0.000843297 0.00632328 -0.00206721 0.000755861 0.00698352 0.00238711 0.00406264 0.00181879 0.00651186 0.00615856 0.00564836 0.0052171 0.0048083
internal_weight=0 731 638 535 1634 119 475 1515 412 339 268 1428 1376 1276 1224 1167
internal_count=2365 731 638 535 1634 119 475 1515 412 339 268 1428 1376 1276 1224 1167
is_linear=0
shrinkage=0.16829


Tree=5194
num_leaves=17
num_cat=0
split_feature=1 1 3 4 3 13 16 40 4 15 42 40 3 13 3 42
split_gain=25.2646 3.23611 1.74584 1.38188 0.974784 0.888406 0.882933 0.688702 0.688132 0.673781 0.506041 0.389679 0.382707 0.355579 0.294186 0.0658904
threshold=0.104035 0.13075500000000004 -0.036004999999999988 0.25472500000000003 -0.14162499999999997 0.039845000000000012 -0.38959499999999997 -0.075779999999999986 0.24099500000000004 -0.043644999999999996 0.11902500000000001 -0.037979999999999993 -0.107915 0.0015850000000000003 -0.086049999999999988 -0.088814999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 5 -1 -3 -6 -2 11 12 -4 -9 14 -14 -15
right_child=1 6 9 -5 7 -7 -8 10 -10 -11 -12 -13 13 15 -16 -17
leaf_value=0.00217433814463269 0.0013774668860772983 0.00014854206562478695 0.00063834470897758606 0.0010384605754089201 0.0012247780451952145 0.0016101316398381797 0.00060896913146030673 0.001315856579634591 0.00092530195152312679 0.00042330448496200783 0.0013069733386767311 0.0010036588601242057 0.0017041118682112918 0.0013814343944366877 0.0015839702916165257 0.0015183350888933571
leaf_weight=55 90 89 56 54 67 70 93 58 63 59 78 76 300 86 982 89
leaf_count=55 90 89 56 54 67 70 93 58 63 59 78 76 300 86 982 89
internal_value=0 0.000740175 0.00092851 0.00156044 0.00157621 0.00185866 0.000384009 0.00155492 0.00119151 0.000717648 0.00156878 0.000848944 0.00158224 0.00159282 0.00161211 0.00145126
internal_weight=0 526 344 1839 1785 125 182 1660 153 191 1593 132 1515 1457 1282 175
internal_count=2365 526 344 1839 1785 125 182 1660 153 191 1593 132 1515 1457 1282 175
is_linear=0
shrinkage=0.0032998


Tree=5195
num_leaves=15
num_cat=0
split_feature=48 43 376 51 132 12 1429 47 1203 15 42 47 1208 43
split_gain=0.467198 0.568837 0.388367 0.319939 0.292048 0.358984 0.390568 0.245937 0.240481 0.231237 0.227457 0.215233 0.165787 0.123091
threshold=0.093265000000000015 -0.24238999999999997 0.084195000000000006 0.097245000000000012 0.10859000000000001 0.084160000000000013 0.083810000000000009 0.078345000000000012 0.089005000000000015 0.08568000000000002 -0.0060199999999999993 0.097480000000000011 0.080860000000000015 -0.14103999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 11 5 6 7 10 12 -1 -3 -2 13 -7
right_child=3 2 -4 -5 -6 8 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.024310951747878253 0.0077807673033514465 -0.0092582406076528231 0.018012423143836418 -0.010024540972111803 0.014870049156326308 -0.0016886789872198591 -0.012570555489562023 0.013214602611927986 -0.0050608128424367372 0.0092093166052535057 0.0025164019566345677 -0.0034692635343623124 0.015222302711624114 0.0064347387424295664
leaf_weight=64 102 53 67 83 81 55 55 53 53 53 375 91 59 1154
leaf_count=64 102 53 67 83 81 55 55 53 53 53 375 91 59 1154
internal_value=0 0.00607227 0.00540537 -0.00128298 0.00496859 0.00453574 0.000858509 0.00239779 0.00602642 0.0174854 0.00105413 0.00246704 0.00649127 0.0060637
internal_weight=0 2122 2005 276 1938 1857 536 481 1321 117 428 193 1268 1209
internal_count=2398 2122 2005 276 1938 1857 536 481 1321 117 428 193 1268 1209
is_linear=0
shrinkage=0.16829


Tree=5196
num_leaves=14
num_cat=0
split_feature=48 16 48 0 43 3 16 12 1 0 3 1 0
split_gain=0.323318 0.412429 0.393999 0.374931 0.324606 0.319343 0.316057 0.394513 0.265299 0.255409 0.260503 0.135014 0.0458887
threshold=0.093265000000000015 -0.5103049999999999 -0.023659999999999997 -0.062324999999999998 -0.23919999999999997 -0.11128999999999999 0.63113500000000011 -0.10236499999999998 0.092655000000000015 0.11026000000000001 -0.10237999999999998 0.11507500000000002 -0.090374999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 -4 7 -6 12 10 -9 -10 -2
right_child=3 2 4 -5 6 -7 -8 9 11 -11 -12 -13 -14
leaf_value=0.015663904717982763 0.011065412603653031 -0.0062822505868020398 0.022994255138357168 -0.013794385526368377 0.019325732575463453 0.0051205498879905885 -0.008425457090728717 -0.004175356045656547 -0.010175538801646875 0.014400591795966495 0.0045577939538274477 0.0018704913386776375 0.0043360168670179807
leaf_weight=99 54 91 55 53 52 59 52 103 53 70 1541 52 64
leaf_count=99 54 91 55 53 52 59 52 103 53 70 1541 52 64
internal_value=0 0.00505079 0.00453053 -0.00106707 0.00504076 0.0137596 0.00449304 0.00487445 0.00194976 0.00443497 0.00400955 -0.00419278 0.0074308
internal_weight=0 2122 2023 276 1932 114 1818 1766 223 1714 1644 105 118
internal_count=2398 2122 2023 276 1932 114 1818 1766 223 1714 1644 105 118
is_linear=0
shrinkage=0.16829


Tree=5197
num_leaves=11
num_cat=0
split_feature=1375 151 480 48 0 0 43 376 1208 16
split_gain=0.292183 0.399726 0.334579 0.343235 0.405308 0.343039 0.386972 0.326714 0.176689 0.127158
threshold=-0.13067499999999996 0.085465000000000013 -0.039079999999999997 0.10255000000000002 -0.17785499999999996 -0.13314999999999996 -0.00076499999999999995 0.084495000000000015 0.098500000000000018 -0.072054999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -7 -5
right_child=1 -3 3 9 5 7 -8 -9 -10 -11
leaf_value=-0.0087310906582170698 -0.0081100515676914321 0.016427589429756712 0.016789019438889618 -0.0087977093829417 0.0045042195013900816 0.0039437828827691207 -0.013254558061932814 0.017782287626984385 0.013915561982159106 0.00056298160208330861
leaf_weight=53 68 70 73 72 72 1724 67 52 52 95
leaf_count=53 68 70 73 72 72 1724 67 52 52 95
internal_value=0 0.00389471 0.0035083 0.00386708 0.00446794 0.00400977 -0.00404284 0.00462307 0.00423676 -0.00346201
internal_weight=0 2345 2275 2207 2040 1967 139 1828 1776 167
internal_count=2398 2345 2275 2207 2040 1967 139 1828 1776 167
is_linear=0
shrinkage=0.16829


Tree=5198
num_leaves=15
num_cat=0
split_feature=4 2 3 123 11 3 12 3 15 0 2 2 3 43
split_gain=6.70274 2.7804 1.23315 0.831616 0.588051 0.55864 0.44402 0.418359 0.41385 0.321885 0.269179 0.288471 0.195231 0.192279
threshold=0.30163500000000004 0.14106500000000002 0.11372500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.11756999999999999 0.092615000000000017 -0.11756999999999999 -0.46319999999999995 -0.11912999999999999 0.092155000000000015 0.093595000000000025 -0.012769999999999998 0.0054600000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -2 -6 -1 -7 -10 13 -12 -5 -9
right_child=5 -3 -4 12 6 8 -8 10 9 -11 11 -13 -14 -15
leaf_value=0.00069204607788676169 0.00060449967254062929 0.00027572859654172648 0.00052800256242659506 0.00052973890867369464 0.0013518999576428541 0.00044192360331208393 0.0009733579883139347 0.0010050522016355982 0.00030665008473021807 -4.8426687937555995e-05 0.00067874599514467437 0.00092579061174492198 0.00081347727927422045 0.00088017289775471435
leaf_weight=66 67 72 78 55 74 75 64 1043 54 57 60 420 53 160
leaf_count=66 67 72 78 55 74 75 64 1043 54 57 60 420 53 160
internal_value=0 0.000913894 0.000936042 0.000951978 0.000968138 0.00034577 0.0011766 0.000951669 0.000252382 0.000123996 0.00096183 0.000894983 0.000669307 0.000988472
internal_weight=0 2145 2073 1995 1887 253 138 1749 186 111 1683 480 108 1203
internal_count=2398 2145 2073 1995 1887 253 138 1749 186 111 1683 480 108 1203
is_linear=0
shrinkage=0.0032998


Tree=5199
num_leaves=20
num_cat=0
split_feature=1 12 41 3 16 52 1 3 39 11 43 1 160 16 13 3 52 1 52
split_gain=7.80994 2.57684 1.288 1.26803 0.969238 0.98593 0.812148 0.802702 0.657378 0.477701 0.344328 0.468634 0.292695 0.277587 0.323426 0.219312 0.206552 0.165472 0.140688
threshold=0.12158500000000001 0.054520000000000006 0.08110500000000001 0.11745500000000002 -0.38959499999999997 -0.063789999999999986 0.093575000000000019 -1.0000000180025095e-35 0.085765000000000022 0.083010000000000014 -0.00027999999999999998 0.083065000000000014 -0.52481499999999992 -0.081354999999999983 -0.029529999999999997 -0.068254999999999982 0.060365000000000009 0.073870000000000005 0.0074400000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 6 -2 -6 17 8 -8 10 12 13 -3 14 -12 18 -15 -1 -14
right_child=4 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 15 16 -16 -17 -18 -19 -20
leaf_value=0.0010607393184953312 0.00030112073719733149 0.001067082349424716 0.00072728892276390606 0.00051484425686055657 0.00042613259973565525 0.00099458988428459795 0.00041817558445857828 0.0011415456277784656 0.00092298347776409591 0.00150090690014696 0.0014349653009054024 0.00094948477463133228 0.0012537875504145062 0.0012636189953942243 0.0011097002056092915 0.001064032352730074 0.00099357794503264615 0.0012672383173380343 0.0013325597751962948
leaf_weight=78 103 81 54 64 63 71 52 71 62 78 93 99 651 54 54 53 78 102 437
leaf_count=78 103 81 54 64 63 71 52 71 62 78 93 99 651 54 54 53 78 102 437
internal_value=0 0.00117369 0.00123047 0.000944387 0.000542397 0.000727593 0.00101961 0.000865353 0.000693029 0.00124664 0.00123423 0.00114616 0.00126144 0.00121583 0.00131572 0.0012752 0.00110432 0.00117795 0.00128546
internal_weight=0 2161 1732 429 237 134 365 185 114 1678 1600 378 1222 279 147 1141 132 180 1088
internal_count=2398 2161 1732 429 237 134 365 185 114 1678 1600 378 1222 279 147 1141 132 180 1088
is_linear=0
shrinkage=0.0032998


Tree=5200
num_leaves=23
num_cat=0
split_feature=1 3 123 14 2 2 2 1 0 52 52 1 15 42 0 15 2 475 52 2 1447 475
split_gain=33.1648 5.84376 3.07094 2.18394 1.59228 1.31377 1.29156 1.06405 0.921128 0.916081 1.12765 0.947377 0.836305 0.483088 0.48999 0.334607 0.285004 0.247024 0.253678 0.223405 0.111742 0.0226435
threshold=0.10808500000000001 -0.058704999999999993 1.0000000180025095e-35 0.062655000000000016 0.14721500000000001 0.092365000000000017 -1.0000000180025095e-35 0.12180500000000001 -0.10566999999999999 -0.45478499999999994 0.0029250000000000005 0.089710000000000026 -0.21242999999999998 0.084835000000000008 -0.077584999999999987 -0.081479999999999983 0.098150000000000015 -0.085144999999999985 -0.018574999999999998 0.113165 -0.084724999999999981 -0.060699999999999997
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 7 3 5 6 8 -3 -2 -1 21 11 16 -8 17 20 -12 -11 -10 -19 -17 -15 -7
right_child=1 4 -4 -5 -6 9 12 -9 13 10 15 -13 -14 14 -16 19 -18 18 -20 -21 -22 -23
leaf_value=0.0017151357103534937 0.0017477267417086264 0.00042973114619190649 0.0013405500208543491 0.0025857109868275907 0.00027990003154056148 0.0020478408985968376 0.00065618350399344937 0.0011429611158264598 0.0023370301149375871 0.0018984884907148167 0.002163180206996003 0.0012240683470819181 0.0011749918665296592 0.0018882899154339214 0.0017620769416452145 0.0019361957570631862 0.0016201724808712476 0.001952035170716575 0.002143690246333191 0.0016780488971249454 0.0020602961979053797 0.0021656577395821218
leaf_weight=90 83 62 82 66 78 52 52 52 60 69 56 53 99 53 88 148 105 98 414 52 347 63
leaf_count=90 83 62 82 66 78 52 52 52 60 69 56 53 99 53 88 148 105 98 414 52 347 63
internal_value=0 0.000947401 0.00196648 0.00199476 0.000683941 0.00197242 0.000831735 0.00151504 0.00203795 0.00184634 0.00178286 0.0016126 0.000996563 0.00206533 0.00198798 0.00193369 0.00173074 0.00213126 0.00210708 0.00186925 0.00203759 0.00211269
internal_weight=0 426 1896 1814 291 1748 213 135 1150 598 483 227 151 1060 488 256 174 572 512 200 400 115
internal_count=2322 426 1896 1814 291 1748 213 135 1150 598 483 227 151 1060 488 256 174 572 512 200 400 115
is_linear=0
shrinkage=0.0032998


Tree=5201
num_leaves=10
num_cat=0
split_feature=3 14 15 15 15 52 147 148 3
split_gain=0.541883 0.495641 0.356685 0.351473 0.31391 0.235521 0.324945 0.552722 0.368165
threshold=0.31370500000000007 0.062655000000000016 -0.40312499999999996 -0.14820999999999998 -0.4666249999999999 0.51400500000000016 0.090830000000000008 -0.079184999999999992 -0.15680499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -5 -9
right_child=-2 -3 3 5 -6 -7 -8 8 -10
leaf_value=0.0057598521050471899 -0.0066962113074263939 0.020843606145894023 0.017612386432246746 -0.0099011050633138718 -0.010901036990766869 -0.0030398339511203318 0.020284375602270997 0.018345645075655656 0.006979847374421662
leaf_weight=73 79 76 94 53 57 63 54 85 1688
leaf_count=73 79 76 94 53 57 63 54 85 1688
internal_value=0 0.0074734 0.00700366 0.00754924 -0.00153149 0.00706148 0.00740093 0.00701895 0.00752575
internal_weight=0 2243 2167 2037 130 1943 1880 1826 1773
internal_count=2322 2243 2167 2037 130 1943 1880 1826 1773
is_linear=0
shrinkage=0.16829


Tree=5202
num_leaves=17
num_cat=0
split_feature=15 3 2 376 13 15 0 2 49 15 3 16 3 3 15 16
split_gain=7.99077 3.56205 1.63278 0.946116 0.940421 0.588716 0.921147 0.731216 0.588041 0.454581 0.388228 0.304871 0.253944 0.253193 0.247883 0.210708
threshold=-0.25061999999999995 0.11372500000000001 0.13290500000000002 0.080200000000000007 -1.0000000180025095e-35 0.029300000000000003 -0.099329999999999988 0.093765000000000015 -0.042269999999999995 -0.0087849999999999977 -0.10237999999999998 0.39524000000000009 -0.12077499999999998 0.0025650000000000004 -0.0070899999999999991 -0.078074999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 13 7 -7 12 -9 -3 -8 -10 -2 -1 -14 -12
right_child=1 9 -4 -5 -6 6 10 8 11 -11 15 -13 14 -15 -16 -17
leaf_value=0.00036969572713776625 0.00096702180301475689 0.00073098438358656806 0.00062708573089398758 0.00077686385701187556 0.00068211667055351839 0.0015675068942699792 0.0014627486622637001 0.00066920384277409004 0.0009709180904991895 0.000333059035119612 0.0012252040515437629 0.0011826577872919364 0.0011783942281802966 5.6674970527378617e-05 0.001409085436218619 0.0011079379784041696
leaf_weight=52 57 80 67 71 72 81 56 52 205 52 399 120 533 62 58 305
leaf_count=52 57 80 67 71 72 81 56 52 205 52 399 120 533 62 58 305
internal_value=0 0.00110008 0.00113468 0.00115222 0.000386671 0.00116649 0.00123159 0.00111304 0.000996886 0.000574493 0.00119574 0.00104921 0.00118056 0.000199765 0.00120109 0.00117445
internal_weight=0 2136 2004 1937 186 1866 841 1025 377 132 760 325 648 114 591 704
internal_count=2322 2136 2004 1937 186 1866 841 1025 377 132 760 325 648 114 591 704
is_linear=0
shrinkage=0.0032998


Tree=5203
num_leaves=10
num_cat=0
split_feature=0 13 49 12 9 12 0 15 151
split_gain=0.534583 0.630461 0.570913 0.315129 0.391472 0.287703 0.258887 0.310267 0.261296
threshold=0.076335000000000014 0.034905000000000012 -0.16200999999999996 0.11999500000000002 0.082870000000000013 -0.11875499999999999 -0.23141499999999995 -0.40312499999999996 0.009020000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 -8 -9
right_child=1 -3 3 -5 -6 6 7 8 -10
leaf_value=0.02415125650766756 -0.017149793881734165 0.0059436889398020824 0.019013742627816247 0.017651168066008926 -0.0078759356402351814 0.017519948861915543 -0.0029282838595653415 0.0070128132536487024 -0.0034594358645127824
leaf_weight=55 57 81 53 73 53 58 102 1720 70
leaf_count=55 57 81 53 73 53 58 102 1720 70
internal_value=0 -0.00358191 0.00720985 0.00677134 0.00638417 0.0067624 0.00642849 0.00608753 0.00660228
internal_weight=0 138 2184 2129 2056 2003 1950 1892 1790
internal_count=2322 138 2184 2129 2056 2003 1950 1892 1790
is_linear=0
shrinkage=0.16829


Tree=5204
num_leaves=16
num_cat=0
split_feature=1 14 1447 47 3 51 3 1 0 3 50 157 12 50 2
split_gain=0.438498 0.219838 0.259091 0.242942 0.354174 0.255077 0.20428 0.674345 0.190765 0.293708 0.190286 0.18267 0.171376 0.153439 0.0988457
threshold=0.12007000000000002 0.023790000000000002 -0.085024999999999989 0.081320000000000017 -0.082794999999999994 -0.13881499999999999 -0.11756999999999999 0.10178000000000001 -0.10490499999999998 -0.0098449999999999979 0.10861000000000003 0.019925000000000002 0.089625000000000024 0.089465000000000017 0.088135000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 11 7 -7 -2 -10 13 -4 -6 -8 -12
right_child=8 -3 3 4 12 6 10 -9 9 -11 14 -13 -14 -15 -16
leaf_value=-0.0022702244096735628 0.0063044858071009307 0.015175044055854859 0.018492297870551583 0.020914085330695029 0.011668963458121163 -0.012727315810035791 0.0057047161303719817 0.010800899814785148 0.0025580704381262323 -0.010846311860920457 -0.0061400330531190929 0.0058637707044196206 0.00049891495024486049 0.012356371519709156 0.0034898339898283789
leaf_weight=103 71 76 72 76 92 70 1150 68 95 90 53 60 68 108 70
leaf_count=103 71 76 72 76 92 70 1150 68 95 90 53 60 68 108 70
internal_value=0 0.00627676 0.00593603 0.00638491 0.0114429 0.0056608 0.00504221 -0.00112068 -0.00110133 -0.00395327 0.00565936 0.0127657 0.00693292 0.00627719 -0.000645015
internal_weight=0 2066 1990 1887 236 1651 1519 138 256 185 1381 132 160 1258 123
internal_count=2322 2066 1990 1887 236 1651 1519 138 256 185 1381 132 160 1258 123
is_linear=0
shrinkage=0.16829


Tree=5205
num_leaves=28
num_cat=0
split_feature=1 1 15 3 1 3 3 49 16 0 49 151 3 3 16 3 15 0 1446 16 160 133 3 0 1213 0 15
split_gain=27.3015 4.87489 2.3356 2.10843 1.76506 1.28243 1.20503 1.06453 0.753859 0.676166 0.60946 0.423065 0.420339 0.455614 0.326035 0.326815 0.314263 0.288679 0.242732 0.269813 0.18891 0.213406 0.131105 0.109806 0.0732083 0.104395 0.312244
threshold=0.10752500000000002 0.12541500000000003 1.0000000180025095e-35 -0.049204999999999992 0.090540000000000023 0.30112000000000005 -0.12595999999999999 -0.012149999999999999 -0.41163499999999992 -0.079249999999999987 0.11496500000000001 -0.039414999999999999 0.08734500000000002 -0.12595999999999999 0.19578000000000004 -0.017449999999999997 -0.077559999999999976 -0.053259999999999995 0.083715000000000026 -0.074254999999999988 0.10568000000000001 -0.085989999999999983 -0.080634999999999984 -0.081104999999999997 -0.011244999999999998 -0.071719999999999992 0.094215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 10 8 -4 -6 -3 18 12 -5 13 -1 15 -9 -2 24 19 22 21 -15 23 -8 -11 26 -26
right_child=1 5 6 11 7 -7 9 14 -10 17 -12 -13 -14 20 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0012810632859117058 0.0010786021611740452 0.00015462472800251132 0.0021134660775770971 0.0004290152283531235 0.00090695390733806531 -9.8490763486888309e-05 0.0016531850756704837 0.0014341645373552047 0.00066415619006954067 0.0016775811642929092 0.001249200095411151 0.00081934774590374816 0.0012657942654359833 0.0014819930737552372 0.0015722846960499021 0.0010748442523515307 0.0014260749980912369 0.001288564793969546 0.0018976038042197618 0.0014758061244836468 0.0014074844623929994 0.0016512104714908307 0.0018385549209709061 0.0018238063357665724 0.0012796034868360949 0.0016431285535036051 0.0016207802251116551
leaf_weight=54 52 54 64 52 87 70 252 57 77 53 82 74 53 105 54 56 66 53 70 61 53 450 82 55 54 63 68
leaf_count=54 52 54 64 52 87 70 252 57 77 53 82 74 53 105 54 56 66 53 70 61 53 450 82 55 54 63 68
internal_value=0 0.000642438 0.00154944 0.000955961 0.00144435 0.000261669 0.00167563 0.00120414 0.000454389 0.00164104 0.00152086 0.000658538 0.00155197 0.00157482 0.00135876 0.00125641 0.00127325 0.00151263 0.00171283 0.00168401 0.00160086 0.00161926 0.00171657 0.00168387 0.00156238 0.00152918 0.00147006
internal_weight=0 445 1926 244 1051 201 875 254 131 811 797 126 715 662 167 113 118 291 520 450 608 555 389 307 238 185 122
internal_count=2371 445 1926 244 1051 201 875 254 131 811 797 126 715 662 167 113 118 291 520 450 608 555 389 307 238 185 122
is_linear=0
shrinkage=0.0032998


Tree=5206
num_leaves=12
num_cat=0
split_feature=40 10 2 480 151 11 11 151 0 156 52
split_gain=0.594326 0.573787 0.311687 0.270791 0.255738 0.312078 0.261327 0.249872 0.223038 0.180004 0.0998999
threshold=0.051255000000000002 -0.092019999999999977 -0.0091949999999999983 -0.068944999999999992 -0.086944999999999981 0.08976000000000002 0.079300000000000009 -0.092724999999999988 -0.023359999999999995 0.09148000000000002 -0.015069999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 7 6 9 10 -3 -6 -5
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.011505211712980848 -0.011611111981207255 0.0048365565626710258 0.01745271396861009 0.008303348550225402 0.0072291926101004768 0.019606356362559842 -0.0043545687736115564 -0.0094498351424660287 -0.010590012399779863 0.00088757766493532692 -0.00098404031364830377
leaf_weight=54 58 53 62 73 1653 52 62 54 53 138 59
leaf_count=54 58 53 62 73 1653 52 62 54 53 138 59
internal_value=0 0.00562712 0.00603746 0.00647633 0.00615002 0.00673159 0.00636932 0.000183881 -0.00285978 0.00674156 0.00413856
internal_weight=0 2313 2259 2153 2091 1905 1853 186 106 1791 132
internal_count=2371 2313 2259 2153 2091 1905 1853 186 106 1791 132
is_linear=0
shrinkage=0.16829


Tree=5207
num_leaves=23
num_cat=0
split_feature=1 52 39 1 2 13 2 14 481 49 1 1 52 13 13 51 2 403 1446 156 49 2
split_gain=37.4078 8.02116 4.95417 2.90369 2.19494 1.91809 1.75022 1.49715 0.966075 1.13018 2.31772 0.958059 0.808813 0.640022 0.537933 0.446018 0.460815 0.423366 0.52942 0.288149 0.150557 0.100178
threshold=0.10508500000000001 -0.40809499999999993 0.081875000000000017 0.12541500000000003 1.0000000180025095e-35 -0.0030199999999999997 0.10836000000000003 0.062655000000000016 -0.045769999999999991 -0.047749999999999994 0.084885000000000002 0.092550000000000007 -0.41304999999999997 -0.016289999999999995 -0.17933499999999997 -0.088764999999999983 0.090225000000000014 -0.081224999999999992 0.087090000000000015 0.089770000000000016 -0.03195499999999999 0.11793500000000001
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 -2 6 4 -3 14 7 8 17 10 -10 -4 -8 -14 -5 19 -17 -1 -19 -11 -6 -22
right_child=1 3 11 5 20 -7 12 -9 9 15 -12 -13 13 -15 -16 16 -18 18 -20 -21 21 -23
leaf_value=0.0023591609857664965 0.0019978422726780335 0.0013044340324132669 0.0014324272266415233 0.0002960864454302421 0.00053729021247379155 0.00080228270092712979 0.0019047886784142 0.0024119243801952622 0.0018996457965675788 0.0015074526460684488 0.0010112837089843812 0.00081067478224427353 0.0016327858687505217 0.0011777602737987954 -0.00014279508582523765 0.0019457266591274001 0.0017945067727332977 0.0022050828817895508 0.0017833378789330907 0.0018515867141340957 0.00063942476886201635 0.00084911858490337492
leaf_weight=52 55 91 57 73 63 68 55 60 84 56 52 52 76 62 52 750 322 69 64 54 52 52
leaf_count=52 55 91 57 73 63 68 55 60 84 56 52 52 76 62 52 750 322 69 64 54 52 52
internal_value=0 0.000807824 0.00181959 0.000662621 0.000891716 0.000356188 0.00186199 0.00189871 0.0018782 0.00184663 0.00156024 0.00113613 0.00156449 0.00142861 0.00011323 0.00187956 0.00190034 0.00210287 0.0020024 0.00167671 0.000666611 0.00074461
internal_weight=0 506 1865 451 258 193 1756 1563 1503 1318 136 109 193 138 125 1182 1072 185 133 110 167 104
internal_count=2371 506 1865 451 258 193 1756 1563 1503 1318 136 109 193 138 125 1182 1072 185 133 110 167 104
is_linear=0
shrinkage=0.0032998


Tree=5208
num_leaves=24
num_cat=0
split_feature=3 3 43 3 3 52 11 11 123 43 3 0 48 0 49 52 49 43 123 3 133 43 0
split_gain=25.151 11.9955 5.27924 2.72562 2.58379 2.48197 1.28879 2.19637 1.19609 1.1439 0.880473 0.853451 0.556818 0.549327 0.379267 0.280553 0.238941 0.210815 0.551338 0.195746 0.169791 0.165891 0.138283
threshold=-0.058704999999999993 0.30112000000000005 -0.049914999999999994 -0.12595999999999999 0.11745500000000002 -0.22711499999999998 0.086080000000000018 1.0000000180025095e-35 0.089155000000000012 0.0054600000000000004 -0.072024999999999992 -0.10490499999999998 0.086665000000000006 -0.074204999999999979 0.091235000000000011 0.061255000000000011 -0.014169999999999999 -0.092454999999999982 0.083905000000000021 -0.087414999999999979 0.12086500000000001 -0.076834999999999987 -0.080219999999999986
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 8 5 9 -1 7 -7 17 12 11 -5 22 14 16 -12 -13 -2 -19 -18 21 -15 -4
right_child=1 -3 4 10 -6 6 -8 -9 -10 -11 15 13 -14 20 -16 -17 19 18 -20 -21 -22 -23 -24
leaf_value=0.0019577471655180187 0.0010882130554256359 -5.2238183416590317e-05 0.0018726296751344451 0.0014161396210811228 0.000897547189246166 0.0010181764988571949 0.00078994085218284441 0.0019077404281747073 0.00035581559435613868 0.0011934598317101411 0.001355130895026213 0.0017267610599261238 0.0013994732230352136 0.0017089342033123718 0.0016683857415096279 0.0016676371669009234 0.0018278532192543848 0.00058015009897810824 0.0010414532022299215 0.0019407481682155799 0.001810379322876899 0.0014733303762298055 0.001655919720279725
leaf_weight=67 53 103 101 56 79 71 55 53 56 65 57 94 52 88 97 75 255 52 63 587 82 57 53
leaf_count=67 53 103 101 56 79 71 55 53 56 65 57 94 52 88 97 75 255 52 63 587 82 57 53
internal_value=0 0.000984342 0.00117041 0.00173694 0.0014237 0.00141513 0.00121183 0.00139868 0.000774491 0.00157695 0.00179159 0.00181751 0.00169778 0.00183532 0.00186793 0.00153296 0.00188858 0.00091384 0.00083317 0.0019066 0.00168673 0.00161656 0.00179828
internal_weight=0 677 574 1694 350 246 179 124 224 271 1448 1316 206 1260 1033 132 936 168 115 842 227 145 154
internal_count=2371 677 574 1694 350 246 179 124 224 271 1448 1316 206 1260 1033 132 936 168 115 842 227 145 154
is_linear=0
shrinkage=0.0032998


Tree=5209
num_leaves=18
num_cat=0
split_feature=3 40 151 1 12 132 11 131 48 3 52 3 42 3 1 12 42
split_gain=0.756359 0.369432 0.252349 0.417751 0.272947 0.277862 0.369552 0.275617 0.174248 0.235494 0.173544 0.253387 0.139705 0.129803 0.124706 0.0720059 0.0444568
threshold=0.30112000000000005 0.0046150000000000002 -0.085764999999999994 0.10080500000000002 0.095330000000000012 0.088210000000000011 1.0000000180025095e-35 0.083410000000000026 0.10891500000000001 0.10323000000000002 0.057125000000000002 -0.067429999999999976 0.11108000000000003 -0.084934999999999997 0.11130500000000002 0.097610000000000016 0.081180000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 5 6 8 -7 9 -4 12 16 14 -1 15 -6 -12
right_child=-2 -3 4 -5 10 7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0030286648135323577 -0.0073615746837008616 -0.0066275057444304362 0.009539111345311534 -0.0085709010983002678 -0.0026152959036336914 -0.007142820426114263 0.021498184422478337 0.0094804426560053997 0.018987580068311562 -0.00099029763091237964 0.010474144240419658 0.00049792444882971478 0.0087923463382847001 0.0133399046264411 -0.0066903390216265547 0.0046962392029850485 0.017075976903324925
leaf_weight=83 103 52 1203 69 54 55 76 58 52 63 66 66 74 60 54 128 55
leaf_count=83 103 52 1203 69 54 55 76 58 52 63 66 66 74 60 54 128 55
internal_value=0 0.00737518 0.00770457 0.00217161 0.008289 0.00941817 0.010069 0.00137357 0.00940859 0.00901372 0.00486152 0.00891406 0.00241113 0.00736762 0.000402632 0.00251701 0.0134898
internal_weight=0 2268 2216 212 2004 1507 1394 113 1318 1266 497 187 310 143 236 182 121
internal_count=2371 2268 2216 212 2004 1507 1394 113 1318 1266 497 187 310 143 236 182 121
is_linear=0
shrinkage=0.16829


Tree=5210
num_leaves=25
num_cat=0
split_feature=3 3 123 12 42 3 51 12 130 13 42 52 3 157 42 48 160 42 13 3 160 3 12 160
split_gain=9.96725 4.62827 2.17046 1.52305 0.982675 1.1599 1.10399 0.793263 0.526223 0.641217 0.368272 0.640687 0.542905 0.332205 0.346828 0.334986 0.582896 0.292564 0.256727 0.208095 0.202257 0.247086 0.200905 0.183517
threshold=-0.065259999999999999 0.30112000000000005 0.085740000000000011 0.054520000000000006 0.10651000000000001 0.11745500000000002 0.035765000000000012 0.093840000000000021 0.012250000000000002 -0.0013449999999999996 0.086700000000000013 0.0029250000000000005 -0.078344999999999984 -0.013599999999999999 0.084645000000000012 0.088875000000000023 -0.5335399999999999 0.093655000000000002 0.060910000000000013 -0.097094999999999987 -1.0000000180025095e-35 -0.11128999999999999 0.10321000000000001 -0.077319999999999986
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 4 -1 5 6 8 13 9 -2 20 12 -12 14 -5 16 -15 -4 19 -18 -9 -22 -23 -16
right_child=1 -3 17 7 -6 -7 -8 10 -10 -11 11 -13 -14 15 23 -17 18 -19 -20 -21 21 22 -24 -25
leaf_value=0.00062152781595574999 0.00065644451984791814 9.7547238177799287e-06 0.00053752422042637892 0.0014915785199169811 0.00050129868550833571 0.00056435004467163307 0.0013642277182797531 0.00096505326735347042 0.0012209408623492588 0.0010157558693131698 0.00055026719273432916 0.0011711176759614005 0.00098878703278594093 0.001557939752531315 0.001073779703160662 0.0010041716430864711 0.0013826459691411381 0.00020514310340601107 0.00097391108647512106 0.0011917468113854933 0.0013436147412870842 0.0012317346421919261 0.00094911882557978606 0.0013350895385624809
leaf_weight=56 100 95 66 96 62 72 81 52 53 120 52 95 77 52 53 91 72 52 55 621 80 61 53 72
leaf_count=56 100 95 66 96 62 72 81 52 53 120 52 95 77 52 53 91 72 52 55 621 80 61 53 72
internal_value=0 0.000687324 0.000793485 0.00115767 0.00089065 0.000947234 0.00102501 0.00117663 0.000924233 0.000852593 0.0010624 0.00096463 0.000812292 0.00122487 0.00134072 0.0011961 0.00121789 0.00039135 0.0011942 0.00121163 0.00115129 0.00120102 0.00110065 0.00122458
internal_weight=0 701 606 1638 488 426 354 1582 273 220 470 224 129 1112 221 891 800 118 748 693 246 194 114 125
internal_count=2339 701 606 1638 488 426 354 1582 273 220 470 224 129 1112 221 891 800 118 748 693 246 194 114 125
is_linear=0
shrinkage=0.0032998


Tree=5211
num_leaves=21
num_cat=0
split_feature=1 52 1 12 2 147 1447 2 2 0 40 130 39 0 52 2 12 159 131 130
split_gain=16.7845 3.96798 1.70974 1.71592 1.56161 0.783068 0.601692 0.478543 0.505428 0.462595 0.446538 0.364163 0.347203 0.329379 0.458038 0.31014 0.367583 0.28294 0.177466 0.103338
threshold=0.10538500000000002 -0.40011499999999994 0.12541500000000003 0.089435000000000014 0.10000000000000002 0.085835000000000009 -0.050039999999999994 0.12358500000000001 0.10406500000000002 -0.14989499999999997 -0.010334999999999999 0.087100000000000025 1.0000000180025095e-35 -0.048199999999999993 0.044705000000000002 0.14983000000000005 -1.0000000180025095e-35 -0.040234999999999993 0.078765000000000016 0.098730000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 5 6 17 8 -6 -8 -11 18 -3 14 -10 16 -4 -1 -12 -13
right_child=1 2 15 -5 7 -7 9 -9 13 10 11 19 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0012856725558846093 0.0013297834896939004 0.00024848900195873652 9.2359621789311108e-05 0.00096112247851929875 0.00079574004941806097 0.00081128635060513752 0.0014441538018235976 0.00069019257669020206 0.0008681322484791359 0.00090384812233566163 0.0011965976886228679 0.00092336303680394028 0.00055071417385798205 0.0013230040966776564 0.0012058660776363905 -4.7679149229004732e-05 0.00044946384548512466 0.00157240754554701 0.0013164851236497814 0.0011249264725224164
leaf_weight=85 53 103 80 78 83 53 79 58 94 61 830 61 70 55 84 63 52 71 169 57
leaf_count=85 53 103 80 78 83 53 79 58 94 61 830 61 70 55 84 63 52 71 169 57
internal_value=0 0.000475929 0.000374383 0.000554511 0.0011584 0.00120705 0.00122187 0.000967596 0.0010184 0.0011977 0.00118114 0.00119625 0.00037098 0.00109757 0.00102771 0.000142344 0.000233304 0.0014164 0.00121691 0.00102103
internal_weight=0 499 446 251 1840 1466 1413 374 316 1257 1178 1117 173 233 178 195 132 156 999 118
internal_count=2339 499 446 251 1840 1466 1413 374 316 1257 1178 1117 173 233 178 195 132 156 999 118
is_linear=0
shrinkage=0.0032998


Tree=5212
num_leaves=28
num_cat=0
split_feature=4 12 13 43 12 15 4 43 1446 157 12 13 4 47 4 42 43 42 43 1213 4 4 403 4 4 15 15
split_gain=16.8688 4.40598 2.26707 2.38754 1.38282 1.3703 0.99924 0.820058 0.703479 0.667995 0.667246 0.477646 0.403726 0.253773 0.249182 0.232219 0.275867 0.218939 0.515737 0.264022 0.300222 0.212362 0.185069 0.133854 0.271025 0.0883472 0.0520428
threshold=0.30163500000000004 0.078515000000000015 -0.14179999999999995 -0.031974999999999996 0.093840000000000021 -0.41606999999999994 -0.029369999999999997 -0.092184999999999989 0.083715000000000026 -0.056799999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.078524999999999998 0.091680000000000011 0.029980000000000003 0.099455000000000002 0.024635000000000004 0.088465000000000002 0.0015250000000000001 -0.080769999999999995 -0.011809999999999999 -0.077804999999999985 -0.0064299999999999991 -0.020619999999999996 -0.068189999999999987 -0.093839999999999993 -0.064464999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 8 11 -5 -4 13 -6 -8 -2 -10 17 15 23 -17 19 21 22 -21 -19 -3 24 -11 -7 -16
right_child=5 4 3 6 9 25 10 -9 12 14 -12 -13 -14 -15 26 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00060928340236816501 0.00070038708063209552 0.0019245273963880277 0.0013610237096436703 0.0018230782408446005 0.0011432005933794548 0.00025286848134995778 0.0016371191997933492 0.00085063664866575955 0.0021364829746250012 0.0016669045258942748 0.0011698729481003679 0.0010905282199766041 0.0017548280131685406 0.0014750719491762804 0.0014579800753951834 0.0012789111848696415 0.0016154406122438421 0.002030673680552925 0.0014903027882350456 0.0015533769030562122 0.0017132288257251823 0.0017739146525433244 0.0016632939532257086 0.0017712524411119001 0.0014082268832081334 0.00044767363558911383 0.0013057774534109324
leaf_weight=53 93 59 52 91 56 52 60 103 56 140 77 55 70 77 64 58 52 57 55 342 216 106 67 56 68 52 52
leaf_count=53 93 59 52 91 56 52 60 103 56 140 77 55 70 77 64 58 52 57 55 342 216 106 67 56 68 52 52
internal_value=0 0.00154554 0.00125015 0.00133874 0.00162352 0.000641464 0.00155385 0.00102209 0.00169089 0.00148713 0.00137476 0.00084561 0.00192473 0.00166075 0.00152636 0.00156855 0.00143832 0.00167656 0.00176982 0.00164679 0.00161532 0.00186392 0.0017859 0.00162268 0.00158251 0.00035061 0.00139006
internal_weight=0 2087 436 383 1651 252 228 155 1105 546 137 148 126 979 490 374 110 902 218 684 558 163 126 264 208 104 116
internal_count=2339 2087 436 383 1651 252 228 155 1105 546 137 148 126 979 490 374 110 902 218 684 558 163 126 264 208 104 116
is_linear=0
shrinkage=0.0032998


Tree=5213
num_leaves=23
num_cat=0
split_feature=4 2 3 2 3 123 3 16 16 481 16 3 52 49 130 133 474 484 4 3 16 4
split_gain=23.0388 7.13202 4.39104 1.26034 1.12943 1.02064 0.80885 0.752932 0.789584 0.716537 0.524627 0.387765 0.347006 0.3273 0.267477 0.19188 0.22887 0.526222 0.2418 0.176857 0.173454 0.128477
threshold=0.30163500000000004 0.10000000000000002 -0.049204999999999992 0.13673000000000005 0.15251000000000001 0.080635000000000012 0.0065900000000000012 -0.08595499999999999 0.25761500000000009 -0.0087899999999999975 -0.025314999999999994 0.11535000000000002 0.10898500000000001 0.092185000000000017 0.087820000000000023 -0.16226499999999996 0.084880000000000011 0.056325000000000007 0.10686000000000001 -0.083249999999999977 -0.44010499999999991 -0.081689999999999985
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 5 7 11 6 9 -4 -3 10 12 -9 20 19 -10 15 -11 18 -18 -17 -1 -2 -16
right_child=3 2 4 -5 -6 -7 -8 8 13 14 -12 -13 -14 -15 21 16 17 -19 -20 -21 -22 -23
leaf_value=0.0020687804286971647 0.0010323885792371949 0.0019878374803737092 0.00097207682960423686 0.00029991170285208565 0.00058476984190417546 0.0014211771257794305 0.0014755443873416311 0.0015581559757231712 0.0018679012972300673 0.0016619587493873519 0.0011049891611831758 0.00058411830168873325 0.0022413697096149913 0.0015298723599968121 0.0015442448359605353 0.0018765715769965424 0.001887275054411867 0.0014519746643499646 0.0016617181273845378 0.0018116946779718353 0.00077808509187141713 0.0017613268737931226
leaf_weight=60 67 54 100 74 52 65 54 62 78 70 52 56 63 55 53 930 76 52 64 65 55 82
leaf_count=60 67 54 100 74 52 65 54 62 78 70 52 56 63 55 53 930 76 52 64 65 55 82
internal_value=0 0.0017191 0.00137828 0.000662597 0.00100663 0.00182844 0.00114885 0.00163252 0.0015547 0.00184589 0.00135176 0.000813179 0.00203811 0.00172838 0.00181863 0.00183471 0.00184546 0.00171071 0.00186277 0.00193538 0.000918032 0.00167636
internal_weight=0 2087 507 252 206 1580 154 301 247 1515 114 178 188 133 1327 1192 1122 128 994 125 122 135
internal_count=2339 2087 507 252 206 1580 154 301 247 1515 114 178 188 133 1327 1192 1122 128 994 125 122 135
is_linear=0
shrinkage=0.0032998


Tree=5214
num_leaves=22
num_cat=0
split_feature=1 3 2 1 4 41 3 47 16 481 2 2 2 4 1429 43 3 1429 133 2 2
split_gain=24.976 4.22489 2.72773 1.80201 1.6329 1.01783 0.938129 0.817158 0.713069 0.639259 0.583162 0.484162 0.483571 0.333158 0.329397 0.267402 0.238924 0.22666 0.278722 0.219119 0.113184
threshold=0.10538500000000002 -0.06340999999999998 0.10000000000000002 0.11684000000000001 0.30163500000000004 0.075585000000000013 -0.016479999999999998 0.085505000000000012 -0.082739999999999994 -0.0087899999999999975 0.14870000000000003 0.10559 0.10912000000000001 0.098655000000000007 0.084690000000000015 -0.049914999999999994 -0.085684999999999997 0.08103500000000001 0.085235000000000019 0.11626500000000002 0.086615000000000011
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=2 4 5 12 -2 9 8 10 -4 16 15 -10 -3 14 17 -5 -1 18 -11 -13 -18
right_child=1 3 6 7 -6 -7 -8 -9 11 13 -12 19 -14 -15 -16 -17 20 -19 -20 -21 -22
leaf_value=0.002071798721799749 0.0015068152455655194 0.0011669722150385096 0.001797194165205033 0.00027557289705005189 0.00082263570539695846 0.0020934891138365912 0.0011002274015443835 0.00076103603577260795 0.0011405331338787798 0.0017166497723781085 1.9325458984006576e-05 0.0016106117532843436 0.00073965089903006221 0.0014148575996424885 0.0014667917887795979 0.00060727092339113529 0.0018974715902313338 0.0019100374985418114 0.0015951792679110026 0.0013614422890635906 0.0016793820802858991
leaf_weight=53 102 53 64 53 61 73 90 58 59 737 53 85 65 57 78 54 62 52 301 76 53
leaf_count=53 102 53 64 53 61 73 90 58 59 737 53 85 65 57 78 54 62 52 301 76 53
internal_value=0 0.000814853 0.00164736 0.000603171 0.00125099 0.00171164 0.00139531 0.000425083 0.00148869 0.0016916 0.000303079 0.00139879 0.000931882 0.00166518 0.00167736 0.000443301 0.00188409 0.0016924 0.00168146 0.00149321 0.00179727
internal_weight=0 499 1840 336 163 1466 374 218 284 1393 160 220 118 1225 1168 107 168 1090 1038 161 115
internal_count=2339 499 1840 336 163 1466 374 218 284 1393 160 220 118 1225 1168 107 168 1090 1038 161 115
is_linear=0
shrinkage=0.0032998


Tree=5215
num_leaves=29
num_cat=0
split_feature=2 2 2 2 52 52 9 15 16 2 49 15 16 13 42 51 16 52 13 133 13 133 402 13 15 1212 133 160
split_gain=27.4469 9.17831 4.76432 3.92408 2.64863 1.61778 1.61288 1.10336 1.07968 1.06472 1.82472 0.647325 0.615004 0.540683 0.74557 0.692681 0.436465 0.413796 0.333996 0.327212 0.30004 0.224804 0.206677 0.20493 0.200592 0.314892 0.185052 0.0699173
threshold=0.12399000000000002 -1.0000000180025095e-35 0.16730000000000003 0.10836000000000003 -0.41304999999999997 0.0029250000000000005 0.081890000000000004 0.03981500000000001 0.062365000000000011 0.092235000000000025 -0.0099749999999999978 -0.083359999999999976 0.31615500000000002 -0.078734999999999986 -0.069844999999999977 0.055195000000000008 -0.0090499999999999973 0.026115000000000003 -0.053824999999999991 1.0000000180025095e-35 -0.08866499999999998 0.12560000000000002 -0.035114999999999993 -0.0078949999999999975 0.085505000000000012 0.087685000000000013 -0.060569999999999992 0.032695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 7 -5 11 -1 9 18 13 -11 -6 17 20 -15 -16 19 -12 -2 24 -3 -21 -23 -18 26 -26 -9 -22
right_child=2 3 -4 4 5 -7 -8 16 -10 10 12 -13 -14 14 15 -17 23 -19 -20 21 27 22 -24 -25 25 -27 -28 -29
leaf_value=0.00072862657358560492 0.00062337371117647403 0.001879482118414387 -0.00013876046032511863 0.0021672021314572778 0.00088617613749425949 0.0017407302456810315 0.0014167553254069794 0.0021248493782598573 0.0013447599949862807 0.0012373344128634334 0.0016635700417088372 0.0013676554084007574 0.0021820840615628372 0.002123285956524315 0.001892892473224661 0.0014564687382228499 0.0021396927038855006 0.0019630683750866997 0.00096523217331628017 0.0017766295329490435 0.0021039178526922235 0.0019126753095793586 0.0021657112113800821 0.0024210698484421153 0.0022131890523359298 0.0019537436951065422 0.0018685684760929486 0.0022512048206330708
leaf_weight=74 68 66 58 58 61 77 75 61 53 61 123 62 56 96 137 57 72 89 59 69 203 99 60 52 212 71 71 53
leaf_count=74 68 66 58 58 61 77 75 61 53 61 123 62 56 96 137 57 72 89 59 69 203 99 60 52 212 71 71 53
internal_value=0 0.00186538 0.000683183 0.00192525 0.00154531 0.00136479 0.00107524 0.00198262 0.000948227 0.00190644 0.00175414 0.00112916 0.00187164 0.00198825 0.00188362 0.00176485 0.00207603 0.00178947 0.000782467 0.00204089 0.00208238 0.0019384 0.00200838 0.00225797 0.00209711 0.00214822 0.00198727 0.00213455
internal_weight=0 2115 238 1966 258 200 149 1708 180 941 329 123 268 612 290 194 767 212 127 643 322 228 159 124 415 283 132 256
internal_count=2353 2115 238 1966 258 200 149 1708 180 941 329 123 268 612 290 194 767 212 127 643 322 228 159 124 415 283 132 256
is_linear=0
shrinkage=0.0032998


Tree=5216
num_leaves=16
num_cat=0
split_feature=4 13 14 0 13 158 0 43 4 4 0 4 403 4 4
split_gain=0.708521 0.362348 0.24425 0.359208 0.233885 0.177307 0.198018 0.333107 0.447356 0.22493 0.330428 0.267763 0.139689 0.0890892 0.0804233
threshold=0.26900000000000007 -0.16392499999999996 -0.41790499999999997 -0.099329999999999988 -0.13033499999999998 0.098790000000000003 -0.023359999999999995 -0.084454999999999988 -0.49862999999999996 -0.090609999999999982 -0.10264999999999998 0.07252500000000002 -0.53317999999999988 -0.0068249999999999986 0.41488500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 14 -3 6 9 -8 -9 -6 11 -11 -12 -7 -4
right_child=2 4 3 -5 5 13 7 8 -10 10 12 -13 -14 -15 -16
leaf_value=0.0012665869664358108 0.012042687003463035 0.02324294942233656 0.010863545480457247 -0.007118668898140855 0.020242844976005599 0.021953037599509343 -0.0048590476920076595 0.019513462534624871 -0.00049460517745317245 0.00094059701965649566 0.0049423116347165393 0.013641622356885224 0.013112028232382463 0.013074186545610881 0.0022762843230096793
leaf_weight=87 66 55 60 100 94 74 53 74 55 133 63 73 1242 59 65
leaf_count=87 66 55 60 100 94 74 53 74 55 133 63 73 1242 59 65
internal_value=0 0.0119188 0.00303958 0.000390686 0.0123871 0.0120752 0.0116312 0.00634984 0.010969 0.0122289 0.0117292 0.00545017 0.012719 0.0180278 0.00641254
internal_weight=0 2062 291 225 1975 1920 1787 182 129 1605 1511 206 1305 133 125
internal_count=2353 2062 291 225 1975 1920 1787 182 129 1605 1511 206 1305 133 125
is_linear=0
shrinkage=0.16829


Tree=5217
num_leaves=16
num_cat=0
split_feature=3 39 3 14 43 16 39 16 16 3 43 3 12 3 3
split_gain=9.68132 6.2855 1.78987 1.35985 1.3263 0.938865 0.770756 0.561296 0.54798 0.51007 0.490503 0.414969 0.476683 0.396597 0.0368976
threshold=0.25468500000000005 0.081875000000000017 0.091170000000000015 0.076175000000000007 -0.049914999999999994 -0.18776499999999999 0.087735000000000021 -0.088869999999999991 -0.16238499999999997 -0.23303499999999996 -0.082354999999999984 -0.11255999999999998 0.10031500000000002 -0.107915 0.10812000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 13 -3 -2 -4 -7 -8 -11 -13 -1 -10
right_child=7 4 8 -5 -6 9 10 -9 14 11 -12 12 -14 -15 -16
leaf_value=0.00087037715501903134 -1.6693271568166464e-05 0.00095121562692300054 0.00070538010576651569 0.0018116163064544812 0.0011898174088239399 0.0016341623108541523 0.00065187988876479186 0.00046300454331456997 0.0011724710592888783 0.0011182610257388307 0.00024747036932740586 0.0013746862345634981 0.0012053479498010265 0.0012155764261955887 0.001047482620062521
leaf_weight=62 52 57 52 65 60 66 84 54 63 92 54 1224 217 91 60
leaf_count=62 52 57 52 65 60 66 84 54 63 92 54 1224 217 91 60
internal_value=0 0.00124826 0.00131072 0.00134147 0.000760139 0.00132401 0.000627749 0.000227349 0.000991228 0.00134773 0.000493888 0.00133537 0.00134921 0.00107592 0.00111179
internal_weight=0 2247 1992 1817 255 1752 195 106 175 1599 138 1533 1441 153 123
internal_count=2353 2247 1992 1817 255 1752 195 106 175 1599 138 1533 1441 153 123
is_linear=0
shrinkage=0.0032998


Tree=5218
num_leaves=17
num_cat=0
split_feature=2 2 2 3 10 0 14 0 4 49 48 3 4 52 52 42
split_gain=13.9708 7.24803 2.22532 2.18623 1.44695 1.36854 1.31449 1.73229 0.725707 0.545437 0.389081 0.497296 0.366095 0.288854 0.348921 0.253406
threshold=0.12399000000000002 -1.0000000180025095e-35 0.16730000000000003 0.11745500000000002 -0.010699999999999999 -0.081854999999999997 0.062655000000000016 -0.13314999999999996 0.005935000000000001 -0.0087399999999999995 0.092125000000000012 -0.16048499999999996 0.10534500000000001 0.024560000000000002 -0.071919999999999984 0.083120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 -1 -2 7 9 10 -3 11 -9 -7 14 -10 -12
right_child=2 3 -4 -5 -6 12 -8 8 13 -11 15 -13 -14 -15 -16 -17
leaf_value=0.0011886998243790462 0.00041575642845973366 0.00096938541495576725 4.6427964184714296e-05 0.00097042411865263286 0.00050830329188252443 0.0011867315085979781 0.0019674990753960047 0.0018848728408236628 0.0015048918345950579 0.0013564645797980559 0.0015490221917935916 0.0015763133309976251 0.00080653592463725916 0.0015475795639846382 0.0012095212488254137 0.0012221093329604674
leaf_weight=53 67 72 58 80 96 61 72 61 70 91 52 1201 52 89 123 55
leaf_count=53 67 72 58 80 96 61 72 61 70 91 52 1201 52 89 123 55
internal_value=0 0.00145271 0.000609179 0.00150591 0.00075056 0.000790315 0.00152861 0.00151117 0.00154328 0.0011857 0.00157487 0.00159126 0.00101209 0.00138978 0.00131683 0.00138131
internal_weight=0 2115 238 1966 149 180 1886 1814 1651 163 1369 1262 113 282 193 107
internal_count=2353 2115 238 1966 149 180 1886 1814 1651 163 1369 1262 113 282 193 107
is_linear=0
shrinkage=0.0032998


Tree=5219
num_leaves=17
num_cat=0
split_feature=1 1 12 14 3 123 4 4 3 15 151 3 3 3 42 12
split_gain=43.233 10.2055 6.0064 4.23281 3.11336 2.10454 1.81555 1.08724 0.928457 0.839388 1.02445 0.780816 0.634051 0.539402 0.470138 0.230316
threshold=0.12419000000000001 0.10312500000000001 0.085090000000000013 0.062655000000000016 0.25468500000000005 1.0000000180025095e-35 0.27552000000000004 -0.013024999999999998 0.0025650000000000004 0.03981500000000001 0.0049050000000000005 -0.097574999999999981 -0.12077499999999998 0.08734500000000002 0.11819500000000001 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 5 6 9 -2 -4 -3 10 12 -11 -1 -14 15 -13
right_child=4 2 7 -5 -6 -7 -8 -9 -10 11 -12 14 13 -15 -16 -17
leaf_value=0.0018609643374689988 0.001250965353218158 0.0009427388808578973 0.0024040236616765191 0.002981536473755536 1.6289516897240555e-05 0.0015837354653927714 0.00053844168089695803 0.0018208846729436544 0.0014062068427878429 0.0026113957315368453 0.0016650869616779873 0.002472515016295656 0.0022054156107086035 0.001916925427914218 0.0019315639990211081 0.0022402104296777954
leaf_weight=79 69 92 63 72 71 66 90 80 98 67 52 54 683 81 53 583
leaf_count=79 69 92 63 72 71 66 90 80 98 67 52 54 683 81 53 583
internal_value=0 0.00209768 0.00156688 0.00219641 0.000591319 0.00216349 0.000847872 0.00207804 0.00118198 0.00218663 0.00211763 0.00226816 0.0021455 0.00217488 0.00223479 0.00225996
internal_weight=0 2123 333 1790 230 1718 159 143 190 1652 895 757 843 764 690 637
internal_count=2353 2123 333 1790 230 1718 159 143 190 1652 895 757 843 764 690 637
is_linear=0
shrinkage=0.0032998


Tree=5220
num_leaves=17
num_cat=0
split_feature=4 2 1210 1375 4 2 52 4 151 4 16 40 2 43 4 0
split_gain=1.17372 0.688312 0.329896 0.312515 0.279387 0.48686 0.279317 0.309682 0.223205 0.212182 0.208008 0.170035 0.194552 0.194305 0.217538 0.0754251
threshold=0.26900000000000007 0.13538500000000001 -0.087109999999999979 -0.095009999999999997 0.036620000000000007 0.088820000000000024 0.044705000000000002 0.50609000000000004 0.077805000000000013 0.064645000000000022 -0.078844999999999985 -1.0000000180025095e-35 0.094955000000000025 -0.45516499999999999 -0.26545999999999997 -0.10185499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 -4 8 9 7 -2 11 -6 15 12 -5 -13 -15 -7
right_child=1 -3 3 4 5 10 -8 -9 -10 -11 -12 13 -14 14 -16 -17
leaf_value=0.0028815325081468345 -0.0019028184359487434 -0.010634475454144535 0.001488723601355255 0.028404939970532828 0.011190370205604693 0.014276760015129014 0.017746471592374014 0.014111115515824498 0.026266277308321796 0.026057979620830906 -0.0014817445630887478 0.004672134103671362 0.014580295026018614 0.020962841226503548 0.014279418652615583 0.0051387970385629415
leaf_weight=75 96 82 53 57 54 52 56 53 53 56 85 54 60 156 1287 52
leaf_count=75 96 82 53 57 54 52 56 53 53 56 85 54 60 156 1287 52
internal_value=0 0.00238745 0.0138712 0.0142785 0.0146224 0.00986883 0.00760498 0.00378136 0.015474 0.0187757 0.00467545 0.0151185 0.0213307 0.0146317 0.0150032 0.00972505
internal_weight=0 287 2094 2019 1966 299 205 149 1667 110 189 1614 117 1497 1443 104
internal_count=2381 287 2094 2019 1966 299 205 149 1667 110 189 1614 117 1497 1443 104
is_linear=0
shrinkage=0.16829


Tree=5221
num_leaves=15
num_cat=0
split_feature=4 2 448 14 0 0 1210 4 1 0 12 1 133 0
split_gain=0.812927 0.484447 0.247582 0.279188 0.27976 0.320948 0.275613 0.20228 0.220717 0.309171 0.200305 0.257984 0.193583 0.0740374
threshold=0.26450500000000005 0.13538500000000001 -0.076874999999999985 0.018475000000000002 -0.13314999999999996 -0.14803999999999998 -0.08453999999999999 0.054560000000000004 0.11039500000000001 -0.086284999999999987 0.023990000000000004 0.11212500000000002 0.092845000000000011 -0.097199999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 4 5 -4 -6 8 9 -8 11 -2 13 -9
right_child=1 -3 3 -5 6 -7 7 12 -10 -11 -12 -13 -14 -15
leaf_value=0.022951412235497154 -0.0067316225067094327 -0.0088448017528217748 0.011130991284449367 0.0003856674545032011 0.0022732605663133626 -0.0042341632145001954 0.016748038576613056 0.0063405223754887177 0.021239001277280473 0.011244976347375911 0.013674408826385799 0.0080594908908468745 -0.00058382164169862294 0.014311421805264667
leaf_weight=53 52 82 94 65 76 65 404 58 94 1036 71 93 58 80
leaf_count=53 52 82 94 65 76 65 404 58 94 1036 71 93 58 80
internal_value=0 0.00215873 0.0115638 0.0112656 0.0116246 0.00483834 0.0122211 0.012657 0.013309 0.0127901 0.00634431 0.0027427 0.00754491 0.0109744
internal_weight=0 298 2083 2030 1965 159 1806 1730 1534 1440 216 145 196 138
internal_count=2381 298 2083 2030 1965 159 1806 1730 1534 1440 216 145 196 138
is_linear=0
shrinkage=0.16829


Tree=5222
num_leaves=18
num_cat=0
split_feature=14 3 48 132 3 4 3 133 3 481 133 159 10 157 457 12 12
split_gain=0.571333 0.265101 0.295041 0.284793 0.271657 0.238225 0.204431 0.238119 0.2369 0.207839 0.218832 0.167461 0.31006 0.222174 0.188746 0.164835 0.134709
threshold=-0.31058999999999998 -0.081024999999999986 -1.0000000180025095e-35 0.089075000000000015 -0.080564999999999984 -0.21586499999999997 -0.082484999999999989 -0.0089749999999999986 -0.083039999999999989 -0.048124999999999994 -0.097509999999999986 0.10607000000000001 -0.0087699999999999983 -0.078969999999999985 0.018630000000000004 0.089125000000000024 0.086985000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -4 -2 8 -8 9 -7 -11 12 -6 -14 -15 -5 -9
right_child=1 2 4 15 11 6 7 16 -10 10 -12 -13 13 14 -16 -17 -18
leaf_value=-0.005062958235612142 0.020295585980076292 -0.0021113300673912742 -0.0032799624460348913 -0.0038277151533340653 0.021765408124578708 0.018504060528068581 0.007141445307515505 0.02683081779983007 -0.00090902607409894026 0.018483156640618215 0.0085398651022114708 0.0013613711243724202 -0.0010839414976790999 0.0085553936991240552 0.017655497251235708 0.0094336932117194388 0.014818218062458212
leaf_weight=83 87 86 56 54 54 86 52 56 53 71 562 81 62 763 71 52 52
leaf_count=83 87 86 56 54 54 86 52 56 53 71 562 81 62 763 71 52 52
internal_value=0 0.00913582 0.007361 0.0109848 0.00811207 0.0118489 0.0110585 0.0165501 0.00991797 0.0107186 0.00965799 0.00873259 0.00935919 0.00860949 0.00933226 0.00266093 0.0210636
internal_weight=0 2298 1173 1125 1087 1019 932 160 772 719 633 1031 950 896 834 106 108
internal_count=2381 2298 1173 1125 1087 1019 932 160 772 719 633 1031 950 896 834 106 108
is_linear=0
shrinkage=0.16829


Tree=5223
num_leaves=24
num_cat=0
split_feature=4 2 2 2 2 52 52 2 2 159 48 2 2 51 49 48 159 42 4 4 4 4 2
split_gain=16.2095 6.55215 1.83793 1.90566 1.49314 1.26917 1.45725 0.903771 0.840938 0.661996 0.500942 0.44684 0.844443 0.594555 0.425827 0.354317 0.286279 0.233537 0.159655 0.285802 0.0895166 0.0562287 0.0334054
threshold=0.30163500000000004 0.12399000000000002 -0.0091949999999999983 0.092155000000000015 0.13538500000000001 0.026115000000000003 -0.45478499999999994 0.14307 0.10045500000000002 0.094345000000000026 0.078910000000000022 0.074875000000000011 0.083970000000000017 -0.080414999999999986 0.093160000000000007 0.089575000000000016 -0.019465 0.080060000000000006 0.0030100000000000001 -0.050564999999999992 -0.085719999999999977 -0.46376499999999993 0.096325000000000008
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=1 2 -1 11 8 6 21 -3 -2 14 17 13 20 -4 -8 16 -14 -7 19 -15 -13 -5 -19
right_child=4 7 3 5 -6 10 9 -9 -10 -11 -12 12 15 18 -16 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=0.0010332762396006213 0.00054882008007284418 0.0010691609970371906 0.0012711872971725062 0.0016884024269638016 0.00026416257309694698 0.0013945156103449038 0.0010025470077282845 0.00050387577566769466 0.0010063636400274043 0.0015121205504187165 0.0018978157104463061 0.0018671000992318697 0.0018524243759936911 0.0015782539794290775 0.0013326617409542437 0.0014289427910350789 0.0016515276837973662 0.00155468932167557 0.0014740562175515415 0.0018050317681287322 0.0020640366532420286 0.0015341101812836014 0.0016795080363515345
leaf_weight=70 78 60 65 62 80 80 155 64 101 52 54 60 93 189 60 70 581 53 72 94 55 60 73
leaf_count=70 78 60 65 62 80 80 155 64 101 52 54 60 93 189 60 70 581 53 72 94 55 60 73
internal_value=0 0.00151428 0.00155998 0.00157908 0.000639591 0.00143304 0.00131325 0.000777685 0.000807184 0.00117624 0.00161212 0.00165316 0.00169677 0.00156388 0.00109484 0.00165579 0.0016793 0.00153706 0.00161737 0.0016537 0.00196159 0.00161281 0.00162728
internal_weight=0 2122 1998 1928 259 649 389 124 179 267 260 1279 859 420 215 744 674 206 355 283 115 122 126
internal_count=2381 2122 1998 1928 259 649 389 124 179 267 260 1279 859 420 215 744 674 206 355 283 115 122 126
is_linear=0
shrinkage=0.0032998


Tree=5224
num_leaves=28
num_cat=0
split_feature=4 12 12 4 12 133 47 11 4 160 48 4 40 43 133 43 42 12 4 4 43 130 4 4 402 131 43
split_gain=21.622 7.74259 1.71394 1.46228 1.36119 1.01592 0.938207 0.873407 0.852625 0.721268 0.597278 0.447093 0.380944 0.353317 0.344121 0.301828 0.405752 0.240886 0.332867 0.216736 0.202239 0.178424 0.136032 0.185081 0.135706 0.0652179 0.0260983
threshold=0.30163500000000004 0.054520000000000006 0.092495000000000008 -0.17689999999999997 -0.050214999999999989 0.085650000000000018 0.077555000000000013 0.081790000000000015 -0.11205499999999999 0.022560000000000004 0.090720000000000009 -0.066099999999999978 -0.0057599999999999986 -0.072469999999999993 -0.087414999999999979 0.0035900000000000007 1.0000000180025095e-35 0.087045000000000025 0.005935000000000001 0.42098500000000005 -0.045129999999999997 0.0053350000000000003 -0.0083249999999999973 -0.080744999999999997 -1.0000000180025095e-35 0.078765000000000016 -0.081919999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 -2 6 9 10 -3 12 11 20 -5 25 -15 17 -17 22 21 -6 -4 -19 23 -10 -22 -13 -24
right_child=4 2 7 5 19 -7 -8 -9 15 -11 -12 13 -14 14 -16 16 -18 18 -20 -21 24 -23 26 -25 -26 -27 -28
leaf_value=0.0013737926007401919 0.00010272779658226563 0.0019852163819780774 0.0016206837218023778 0.00097482571104302905 0.00073470569625643195 0.00051658729953182967 0.0013536481454173974 0.0017715983626476201 0.0017038577230229239 0.0011603196808230611 0.0010495344395784793 0.0013668481553608845 0.00062631093041910421 0.001419778017239315 0.0011079656436589213 0.0016316488824984602 0.0012705105541946538 0.0016156742081590392 0.0013093726921570789 0.00048672063078941484 0.0015217980151863173 0.0014132541540796087 0.0018283136042983562 0.0015366633263467935 0.0012821878767543234 0.0015246645184706885 0.0017041245471781817
leaf_weight=103 100 60 93 57 69 56 65 58 157 77 67 76 88 58 123 63 77 305 58 90 57 60 52 148 53 57 54
leaf_count=103 100 60 93 57 69 56 65 58 157 77 67 76 88 58 123 63 77 305 58 90 57 60 52 148 53 57 54
internal_value=0 0.00141493 0.00151779 0.00102829 0.000404798 0.000924437 0.0010039 0.00138347 0.00160116 0.000901331 0.00134486 0.00138307 0.000763556 0.0013042 0.00120808 0.00157747 0.00143327 0.00160163 0.00154513 0.000594558 0.00150489 0.0015825 0.00165969 0.00162284 0.00140667 0.00143475 0.00176538
internal_weight=0 2122 1676 446 259 343 287 642 1034 222 584 517 145 314 181 974 140 834 423 159 203 365 411 305 110 133 106
internal_count=2381 2122 1676 446 259 343 287 642 1034 222 584 517 145 314 181 974 140 834 423 159 203 365 411 305 110 133 106
is_linear=0
shrinkage=0.0032998


Tree=5225
num_leaves=9
num_cat=0
split_feature=2 14 10 49 159 159 2 15
split_gain=0.426349 0.433784 0.521948 0.421179 0.264983 0.275685 0.257375 0.248544
threshold=0.17000000000000001 0.076175000000000007 0.058500000000000003 -0.14764499999999997 -0.41538999999999998 0.12351000000000002 -0.013254999999999998 -0.25061999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=-0.0038756319292024811 -0.0056764838394525799 0.022089085141830576 -0.0067363150679286441 0.018306119766633759 0.020247301703519273 0.020342472189060042 0.0013089042263597381 0.0093321193729445449
leaf_weight=64 53 76 57 103 58 65 117 1796
leaf_count=64 53 76 57 103 58 65 117 1796
internal_value=0 0.00956674 0.00914484 0.00955656 0.0099593 0.00953616 0.00917888 0.00884235
internal_weight=0 2336 2260 2203 2139 2036 1971 1913
internal_count=2389 2336 2260 2203 2139 2036 1971 1913
is_linear=0
shrinkage=0.16829


Tree=5226
num_leaves=23
num_cat=0
split_feature=1 3 40 1 4 0 43 3 4 4 49 1 0 4 3 481 4 52 4 133 50 0
split_gain=24.6322 3.84643 2.01716 1.61686 1.49593 1.00938 0.813057 0.989306 0.68739 0.863816 0.667776 1.35668 0.978727 0.579478 0.388569 0.218009 0.225976 0.21034 0.148985 0.134977 0.110141 0.183756
threshold=0.10538500000000002 -0.055839999999999994 -0.026419999999999996 0.11684000000000001 0.36766000000000004 -0.076539999999999983 -0.024279999999999996 0.30112000000000005 -0.49269499999999994 -0.14994999999999997 -0.011109999999999998 0.087070000000000022 -0.14989499999999997 0.043850000000000007 0.0045450000000000013 -0.086729999999999988 -0.087839999999999988 -0.40809499999999993 -0.015464999999999998 0.086405000000000023 0.089465000000000017 -0.070184999999999984
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 4 -1 14 18 10 -5 -8 -7 -10 11 19 -12 20 -3 -14 -17 -18 -2 -4 21 -11
right_child=1 3 5 6 -6 8 7 -9 9 13 12 -13 15 -15 -16 16 17 -19 -20 -21 -22 -23
leaf_value=0.0011826781348809291 0.0015747577497887207 0.00071699529750676846 0.001828902986284998 0.00022981437316966146 0.00082544324429128049 0.0017884358757263507 0.00096562907600656537 0.00038801963435108926 0.0010836841349848385 0.001433778622524096 0.0020957777064884893 0.0010902764280452837 0.0019095905288810031 0.0012212576005340759 0.0010953511959162336 0.0018837570453449541 0.0014834504100112887 0.0017011703290755172 0.0013259083010296292 0.001593798605624508 0.001735727005018122 0.0016440784875100534
leaf_weight=100 60 52 63 94 64 92 56 77 55 78 80 55 62 54 71 73 54 865 52 53 56 123
leaf_count=100 60 52 63 94 64 92 56 77 55 78 80 55 62 54 71 73 54 865 52 53 56 123
internal_value=0 0.00083102 0.0016398 0.000630714 0.00122916 0.00166571 0.000465312 0.000631489 0.0015317 0.00146707 0.00171272 0.00151888 0.00174191 0.00153476 0.000935682 0.00171502 0.00170283 0.00168842 0.00145954 0.00172179 0.0016005 0.00156264
internal_weight=0 526 1863 350 176 1763 227 133 458 366 1305 171 1134 311 123 1054 992 919 112 116 257 201
internal_count=2389 526 1863 350 176 1763 227 133 458 366 1305 171 1134 311 123 1054 992 919 112 116 257 201
is_linear=0
shrinkage=0.0032998


Tree=5227
num_leaves=20
num_cat=0
split_feature=4 123 2 2 13 3 3 15 4 15 402 4 3 130 3 3 4 49 49
split_gain=13.3046 7.88819 4.10463 1.50991 0.70446 1.10414 0.656656 0.475512 1.00507 0.491723 0.562922 1.058 0.409782 0.333417 0.229597 0.202721 0.127016 0.124659 0.0504054
threshold=0.30163500000000004 0.081180000000000016 0.14870000000000003 0.10836000000000003 -0.089899999999999994 0.099930000000000005 0.10812000000000001 0.03981500000000001 -0.11205499999999999 -0.13662499999999997 0.083730000000000013 -0.49432999999999994 -0.011659999999999998 0.086345000000000019 -0.082634999999999986 -0.071814999999999976 -0.049324999999999994 0.089065000000000019 0.097085000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -2 14 16 9 -9 17 11 -11 -3 15 -6 -10 -5 -1 -18
right_child=4 12 -4 6 5 -7 -8 8 13 10 -12 -13 -14 -15 -16 -17 18 -19 -20
leaf_value=0.0019714154190349901 0.00055299451492804553 0.00061047925041504757 0.00072507855988467225 0.0016307702746912675 0.00091333110272185964 0.0013246466929512997 0.0010934148068893193 0.0022002592987823495 0.0017342801333955595 0.0020259323489775988 0.0013085694077595857 0.0016029650471443024 0.00098627586886336125 0.0015308318502450834 0.00062394428942823721 0.0019424933592574821 0.0013662414383334299 0.0017364705006716217 0.0015193891318348767
leaf_weight=56 85 65 52 66 54 52 54 53 606 72 60 673 63 86 70 59 57 52 54
leaf_count=56 85 65 52 66 54 52 54 53 606 72 60 673 63 86 70 59 57 52 54
internal_value=0 0.0015904 0.00164124 0.00166568 0.00080072 0.00092016 0.0014143 0.00169948 0.00175865 0.00164733 0.00161894 0.00164389 0.000795717 0.00172743 0.000750252 0.00175281 0.001512 0.00185862 0.00144106
internal_weight=0 2128 2000 1948 261 176 231 1717 804 913 805 745 128 751 124 665 177 108 111
internal_count=2389 2128 2000 1948 261 176 231 1717 804 913 805 745 128 751 124 665 177 108 111
is_linear=0
shrinkage=0.0032998


Tree=5228
num_leaves=26
num_cat=0
split_feature=1 3 4 40 14 3 3 4 1 16 1 52 3 16 43 475 3 403 4 43 50 15 52 3 16
split_gain=62.1556 10.4012 6.34061 6.32052 3.1063 2.72968 2.53188 1.89839 1.30724 1.2573 1.2203 0.728425 0.508769 0.496551 0.466736 0.409782 0.407073 0.280097 0.275898 0.273637 0.249535 0.157274 0.135054 0.134169 0.0562445
threshold=0.10508500000000001 -0.052614999999999995 0.36766000000000004 -0.03549999999999999 0.062655000000000016 0.31400500000000003 0.085315000000000016 0.0063250000000000008 0.12394500000000001 0.0086100000000000013 0.083555000000000018 -0.42005999999999993 0.14121000000000003 -0.11010999999999999 0.0015250000000000001 -0.081774999999999973 -0.058704999999999993 0.028520000000000004 -0.013024999999999998 -0.07027499999999999 0.088895000000000016 0.089050000000000004 -0.55820499999999984 -0.073159999999999989 -0.45516499999999999
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 18 -1 7 6 8 9 -3 14 13 22 -8 24 15 -5 19 21 -2 -13 -17 -16 -11 -15 -9
right_child=1 5 -4 4 -6 -7 12 10 -10 11 -12 16 -14 23 17 20 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0010241906774757302 0.0018155698268505422 0.00038443161561353771 0.00037845689745958776 0.0017987968852950201 0.0025939158533520921 -0.00031117152789819831 0.0009406032611476554 0.0019832921654127887 -0.00022838602350738445 0.0020409627508087462 0.0012353088949552198 0.001559409473018586 0.00050354098703151871 0.0016974566680528797 0.0016162018876354791 0.0020615295815110727 0.0013488158201288381 0.0020082847187549782 0.0014879241540212407 0.0018737280523101741 0.0019126499835145311 0.0018389753786116523 0.001826320994364039 0.0014538449468658198 0.001815435799277334
leaf_weight=97 63 84 65 98 66 78 67 54 69 55 70 73 52 54 61 592 54 70 54 55 165 94 95 52 52
leaf_count=97 63 84 65 98 66 78 67 54 69 55 70 73 52 54 61 592 54 70 54 55 165 94 95 52 52
internal_value=0 0.000565603 0.00120549 0.00184501 0.00189023 0.000232762 0.000388873 0.00186279 0.000107833 0.0019123 0.00161481 0.0017338 0.000749914 0.00173995 0.00196713 0.00200277 0.0015923 0.00183157 0.00166465 0.00169474 0.00202913 0.00175153 0.00190526 0.00157828 0.00190128
internal_weight=0 532 182 1857 1760 350 272 1694 153 1412 282 332 119 212 1080 855 182 225 117 128 757 155 150 106 106
internal_count=2389 532 182 1857 1760 350 272 1694 153 1412 282 332 119 212 1080 855 182 225 117 128 757 155 150 106 106
is_linear=0
shrinkage=0.0032998


Tree=5229
num_leaves=18
num_cat=0
split_feature=9 2 14 10 49 16 4 12 12 475 12 47 159 1447 480 12 2
split_gain=0.554304 0.536965 0.525349 0.299186 0.281999 0.255468 0.398689 0.444971 0.254364 0.20376 0.195592 0.178709 0.177346 0.309192 0.255914 0.139287 0.137572
threshold=-1.0000000180025095e-35 0.10161500000000002 0.062655000000000016 1.0000000180025095e-35 -0.058769999999999996 -0.025314999999999994 -0.0070549999999999996 0.087495000000000003 -0.064509999999999984 -0.088274999999999978 0.09202500000000001 0.10783500000000001 -0.085469999999999977 -0.084549999999999986 0.08740500000000001 0.094760000000000011 0.114805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -3 8 15 -8 -6 -2 16 12 14 -14 -11 -7 -10
right_child=1 4 -4 -5 5 6 7 -9 10 11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0039197306120669802 0.0023700655773213771 -0.0010487531396495635 0.027363891034073495 -5.6466554597611478e-05 0.003243544285834927 0.015519958101942221 -0.01341779824184758 0.0077029027599369287 0.026131148601309443 0.023969334575963768 0.0091468162366583512 0.0054535948595270415 0.00065137348222562078 0.013477306794649384 0.0094615775548120909 0.0056580350549272239 0.014590659303288164
leaf_weight=69 52 98 69 53 66 79 55 58 53 101 87 82 56 1205 53 85 68
leaf_count=69 52 98 69 53 66 79 55 58 53 101 87 82 56 1205 53 85 68
internal_value=0 0.0113675 0.0129644 0.0123431 0.00725296 0.00873275 0.00511767 -0.00256119 0.0123808 0.0127685 0.0152715 0.0131285 0.013572 0.0129091 0.0189881 0.0104196 0.0196604
internal_weight=0 2320 1671 1602 649 551 277 113 274 1549 208 1497 1415 1261 154 164 121
internal_count=2389 2320 1671 1602 649 551 277 113 274 1549 208 1497 1415 1261 154 164 121
is_linear=0
shrinkage=0.16829


Tree=5230
num_leaves=22
num_cat=0
split_feature=3 39 2 15 2 3 15 3 2 2 3 1456 15 3 40 15 13 2 15 475 13
split_gain=8.34833 5.53003 2.81066 1.76113 0.853099 0.749277 0.598667 0.526704 0.514948 0.46052 0.45409 0.368959 0.325081 0.320736 0.304088 0.251268 0.241878 0.195331 0.187351 0.139862 0.100186
threshold=0.30112000000000005 0.081875000000000017 0.10836000000000003 0.03981500000000001 0.13673000000000005 -0.10237999999999998 -0.037184999999999996 -0.12077499999999998 -1.0000000180025095e-35 0.12399000000000002 -0.070494999999999988 -0.077604999999999993 0.096385000000000012 0.088465000000000002 -0.079289999999999985 -0.069929999999999978 -0.014114999999999997 0.11404000000000002 0.085915000000000019 -0.085734999999999992 -0.076289999999999983
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 2 3 5 8 6 -1 -5 -3 16 12 -7 18 19 -10 -11 -4 -18 -9 -13 -14
right_child=-2 4 9 7 -6 11 -8 10 14 15 -12 13 20 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.00062187725524915163 0.00012888483777137417 0.00053853382968708987 0.0011205161722594665 0.0016403176725984495 0.00027970797204113663 0.0013622252777326404 0.0010745812858292691 0.0012294723969312352 0.00071165260962099052 0.00086489966551936144 0.0015796028181972815 0.0013117689469338324 0.0012306475643381726 0.0009354963125355265 0.0010502715834187365 0.00054061734960966497 0.00075016940094680567 0.001026609584408451 0.0013657220111823938 0.0011481294244949601 0.001024329288890705
leaf_weight=52 97 75 79 61 53 96 84 164 56 54 67 68 54 75 62 52 61 54 384 506 56
leaf_count=52 97 75 79 61 53 96 84 164 56 54 67 68 54 75 62 52 61 54 384 506 56
internal_value=0 0.00111834 0.0011767 0.00122967 0.000651584 0.00112811 0.000901748 0.00134346 0.000753523 0.000882252 0.00131843 0.00116939 0.00129178 0.00114081 0.00088987 0.00070615 0.000978291 0.000880282 0.00132501 0.00116758 0.00112593
internal_weight=0 2213 1967 1667 246 881 136 786 193 300 725 745 658 649 118 106 194 115 548 574 110
internal_count=2310 2213 1967 1667 246 881 136 786 193 300 725 745 658 649 118 106 194 115 548 574 110
is_linear=0
shrinkage=0.0032998


Tree=5231
num_leaves=23
num_cat=0
split_feature=1 15 14 1 52 49 4 15 15 16 49 3 16 0 3 0 1375 1 3 42 3 0
split_gain=1.01406 0.525114 0.420433 0.407491 0.357466 0.496156 0.333212 0.62603 0.319431 0.346808 0.275342 0.262789 0.202206 0.203562 0.264587 0.187998 0.134497 0.121781 0.200778 0.314022 0.169073 0.104792
threshold=0.14787500000000001 0.03981500000000001 -0.22253999999999999 0.080270000000000022 0.10096500000000001 0.084945000000000007 -0.37983499999999992 -0.0087849999999999977 -0.092729999999999993 -0.43370499999999995 0.11580500000000001 -0.14818499999999998 -0.13644999999999999 -0.086224999999999982 -0.082404999999999992 -0.060199999999999997 0.083585000000000007 0.092485000000000026 -0.082709999999999992 -0.087714999999999987 -0.080804999999999974 -0.14076499999999997
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 2 -1 4 10 -6 -5 8 9 -8 15 -3 -13 14 -14 16 -4 18 19 -15 -20 -10
right_child=-2 11 3 6 5 -7 7 -9 21 -11 -12 12 13 17 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.020065356778567415 -0.012859351933341227 0.025009180170996546 0.013678483376093889 0.013692775934837264 -0.0099667542350193542 0.012845495365979908 0.0087472784897677913 -0.011028115804533544 0.015446403565939664 -0.0047635854688496586 0.002549744068663685 0.0026467640848784626 0.012638001825834393 0.0077175019517251205 0.026691770907891859 0.022428269269292676 0.0048044554812835382 0.017762624837592621 -0.00045958828458513376 0.019007012531818704 0.0099735951219446055 0.0073732453768583037
leaf_weight=80 55 53 346 96 53 55 89 78 60 136 72 53 86 125 69 62 57 91 58 160 178 198
leaf_count=80 55 53 346 96 53 55 89 78 60 136 72 53 86 125 69 62 57 91 58 160 178 198
internal_value=0 0.0102548 0.00821033 0.00748053 0.0104874 0.00163396 0.00452581 0.00295393 0.00521562 0.000572727 0.0122647 0.0134891 0.0127423 0.0134376 0.0189058 0.0137651 0.0124278 0.0120497 0.0110485 0.0140618 0.0074019 0.00925769
internal_weight=0 2255 1382 1302 645 108 657 561 483 225 537 873 820 767 155 465 403 612 521 285 236 258
internal_count=2310 2255 1382 1302 645 108 657 561 483 225 537 873 820 767 155 465 403 612 521 285 236 258
is_linear=0
shrinkage=0.16829


Tree=5232
num_leaves=15
num_cat=0
split_feature=1 1456 403 2 41 43 1456 52 131 131 1 2 133 43
split_gain=0.73096 0.281958 0.302069 0.261276 0.238475 0.24326 0.159775 0.214477 0.250514 0.1915 0.150036 0.111146 0.107175 0.091607
threshold=0.12007000000000002 -0.081149999999999986 -0.54045999999999983 -1.0000000180025095e-35 0.083975000000000008 -0.23269999999999999 -0.015029999999999996 0.085965000000000014 0.088910000000000017 0.088910000000000017 0.14262000000000002 0.092120000000000021 0.085785000000000014 -0.0070549999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -2 5 11 -7 8 -8 -9 13 -4 -1 -5
right_child=3 2 4 10 -6 6 7 9 -10 -11 -12 -13 -14 -15
leaf_value=0.019816846394263662 -0.01003927433579834 0.020128540050672498 0.010988170698853526 0.00094473546083102312 -0.0019052980858966582 -0.0011286842920454981 0.006034498439090495 0.012721941183777346 0.013227878692209658 0.0038321346678437322 -0.0045868702399846344 0.021792671037577236 0.010147393919613987 0.010303292251670799
leaf_weight=91 63 62 57 56 64 52 983 414 160 83 56 53 52 64
leaf_count=91 63 62 57 56 64 52 983 414 160 83 56 53 52 64
internal_value=0 0.00908922 0.00855248 -0.000733166 0.00816689 0.00852561 0.00802496 0.00831629 0.00704302 0.0112409 0.00258779 0.0162103 0.0163132 0.00595094
internal_weight=0 2071 1928 239 1866 1802 1692 1640 1143 497 176 110 143 120
internal_count=2310 2071 1928 239 1866 1802 1692 1640 1143 497 176 110 143 120
is_linear=0
shrinkage=0.16829


Tree=5233
num_leaves=26
num_cat=0
split_feature=3 15 1213 12 43 52 43 15 15 3 3 3 52 42 1456 52 456 475 16 1 16 15 15 42 43
split_gain=0.572083 0.257729 0.347155 0.312913 0.435241 0.310222 0.23627 0.199516 0.366049 0.361634 0.367162 0.175304 0.164943 0.178432 0.17682 0.140398 0.160983 0.127174 0.0954009 0.223051 0.130895 0.229907 0.188357 0.129184 0.0938781
threshold=0.31400500000000003 0.03981500000000001 0.084510000000000016 0.085635000000000003 -0.013819999999999997 0.08257500000000001 -0.15924499999999997 -0.045404999999999994 -0.032264999999999995 0.10812000000000001 -0.0020049999999999994 0.094285000000000008 -0.091784999999999992 0.083985000000000018 -0.00059999999999999995 -0.091234999999999983 1.0000000180025095e-35 -0.027234999999999995 -0.074254999999999988 0.092485000000000026 -0.082354999999999984 0.090000000000000011 0.088795000000000013 0.091945000000000013 -0.0044449999999999993
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=1 2 7 4 -3 -6 -5 9 -9 10 12 15 13 -1 -14 17 -17 -10 20 23 22 -22 24 -20 -8
right_child=-2 3 -4 6 5 -7 18 8 11 -11 -12 -13 14 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26
leaf_value=0.018652174857176056 -0.0075360876863813375 0.026019055687681373 -0.0075877841029757037 -0.0019096035038759487 0.018786420484897939 0.0023162355579685909 0.0083228243868365137 -0.009588073969812887 -0.0035855968593012876 0.019872631031828993 -0.0025616642061703733 -0.0035012882954158229 0.015727652939176533 0.0082769288508714855 0.0054118225935656638 0.011977823046220743 0.0011432114713515159 0.0072431032756888241 -0.0010702043739190725 0.014511750772503808 0.0085561463361685484 0.022154894879955426 0.0023699672726237935 0.0083624725137586581 0.017501181459744698
leaf_weight=77 77 70 53 65 58 74 79 54 58 65 103 56 53 123 438 158 52 65 99 64 83 62 100 70 54
leaf_count=77 77 70 53 65 58 74 79 54 58 65 103 56 53 123 438 158 52 65 99 64 83 62 100 70 54
internal_value=0 0.00720671 0.00574796 0.00945593 0.0152769 0.00956675 0.00771385 0.00629219 0.0033841 0.00778985 0.00679845 0.00518948 0.00819626 0.0122804 0.006529 0.00665639 0.00930352 0.00212228 0.00874057 0.00604367 0.0103982 0.0143832 0.00791054 0.00282619 0.0120629
internal_weight=0 2233 1355 878 202 132 676 1302 443 859 794 389 691 200 491 333 210 123 611 233 378 145 233 169 133
internal_count=2310 2233 1355 878 202 132 676 1302 443 859 794 389 691 200 491 333 210 123 611 233 378 145 233 169 133
is_linear=0
shrinkage=0.16829


Tree=5234
num_leaves=14
num_cat=0
split_feature=9 48 13 3 16 52 51 12 16 16 12 3 2
split_gain=0.428595 0.297835 0.313431 0.47404 0.28392 0.271008 0.233042 0.269472 0.207795 0.259075 0.256904 0.189756 0.164504
threshold=0.089995000000000006 0.093265000000000015 -0.19676999999999997 0.10632000000000001 0.15050500000000003 -0.067394999999999983 0.10446500000000002 0.092755000000000018 -0.5103049999999999 -0.16927999999999996 0.083825000000000024 -0.022604999999999997 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -3 8 -8 -4 10 -10 -7 -11
right_child=-2 4 3 -5 -6 11 7 -9 9 12 -12 -13 -14
leaf_value=0.016401338555070005 -0.0095065363835760454 0.013561193675611425 0.015638870811880673 -0.0090707102081870588 -0.010055664911008807 0.004695178715285876 0.02091714877544058 0.0048056160950819774 -0.0090104896126833901 0.0073874114713496945 0.0054568023572426037 -0.0076672385968958251 0.0032919254719871306
leaf_weight=89 52 55 63 56 56 87 67 53 64 1166 76 59 367
leaf_count=89 52 55 63 56 56 87 67 53 64 1166 76 59 367
internal_value=0 0.00593406 0.00662681 0.00617088 0.000533328 0.00349243 0.00663173 0.0138162 0.00613407 0.00577508 -0.00114398 -0.000288287 0.00640812
internal_weight=0 2258 2001 1912 257 201 1856 120 1736 1673 140 146 1533
internal_count=2310 2258 2001 1912 257 201 1856 120 1736 1673 140 146 1533
is_linear=0
shrinkage=0.16829


Tree=5235
num_leaves=35
num_cat=0
split_feature=1 156 15 3 12 39 12 1 150 12 3 3 1 15 13 13 3 160 12 4 160 12 15 403 3 1429 3 13 12 3 4 42 15 42
split_gain=0.415633 0.423172 0.335844 0.58004 0.275171 0.268552 0.217107 0.286828 0.226845 0.214226 0.199899 0.224854 0.509297 0.180574 0.16203 0.136919 0.175084 0.214219 0.214843 0.184317 0.136508 0.15781 0.134074 0.133177 0.309618 0.142789 0.150552 0.154887 0.126971 0.119149 0.0792189 0.0728369 0.0615244 0.00631272
threshold=0.092415000000000011 0.08956500000000002 -0.41606999999999994 0.11535000000000002 -1.0000000180025095e-35 0.084155000000000021 0.090775000000000008 0.099450000000000011 0.085075000000000026 -0.036614999999999988 -0.088714999999999988 -0.15680499999999997 0.078015000000000015 0.096385000000000012 -0.39451999999999993 -0.076289999999999983 -0.083914999999999976 -0.086284999999999987 0.094185000000000005 -0.035694999999999991 -0.021249999999999995 0.089005000000000015 0.084150000000000016 -0.0051499999999999992 -0.082404999999999992 0.08103500000000001 -0.082039999999999988 -0.085719999999999977 0.085665000000000005 -0.07793499999999999 -0.0034749999999999994 -0.018574999999999998 -0.065599999999999978 -0.088164999999999979
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
left_child=4 2 5 6 -1 -2 7 -4 9 -9 11 -6 20 29 -5 23 31 -18 19 -19 -13 22 -22 24 -12 26 27 -25 -3 -8 -28 -17 -20 -23
right_child=1 28 3 14 10 -7 13 8 -10 -11 15 12 -14 -15 -16 16 17 18 32 -21 21 33 -24 25 -26 -27 30 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.016888220034157415 0.015101778107719914 0.016716333577728369 -0.013473181210299058 -0.00582993373902205 0.013100991676300277 -0.00050365540700451016 0.011676940224558336 0.002775444135815602 0.010093559740851025 -0.011039809331743224 0.0050764445867403397 0.011706278791736503 -0.013141361456189908 -0.0027683807434399073 -0.018997236136660378 0.013996239654029649 0.013218736713579732 0.0013703483782641426 0.010387726500417926 -0.01093624311351123 0.0033955860950257619 0.0085309107518783383 -0.0078298684594582599 -0.0039517035991400015 0.022025317203321782 0.013605844820227669 0.0061825836821620675 0.0074413053168456136 0.0053481012129787805 0.0024111816164011199 0.012338307563919492 0.0057021869932740703 0.0034942515216446904 0.0057268473657210838
leaf_weight=70 70 60 52 52 52 56 95 75 52 55 59 55 58 63 55 74 53 98 56 53 65 52 56 68 64 93 148 67 53 68 101 52 110 52
leaf_count=70 70 60 52 52 52 56 95 75 52 55 59 55 58 63 55 74 53 98 56 53 65 52 56 68 64 93 148 67 53 68 101 52 110 52
internal_value=0 0.00185042 0.000290638 -0.00145311 0.00656245 0.00815177 0.00113933 -0.00244861 0.000691395 -0.00305565 0.00607483 0.00279522 0.0012044 0.00486222 -0.012615 0.00724021 0.00516284 0.00331065 0.00164842 -0.00293729 0.00418244 0.00233529 -0.00178482 0.00895451 0.01391 0.00767291 0.00623135 0.0016893 0.0114002 0.00782249 0.0086867 0.0105876 0.00583058 0.00714615
internal_weight=0 806 693 567 1556 126 460 234 182 130 1486 390 338 226 107 1096 496 370 317 151 280 225 121 600 123 477 384 135 113 163 249 126 166 104
internal_count=2362 806 693 567 1556 126 460 234 182 130 1486 390 338 226 107 1096 496 370 317 151 280 225 121 600 123 477 384 135 113 163 249 126 166 104
is_linear=0
shrinkage=0.16829


Tree=5236
num_leaves=26
num_cat=0
split_feature=1 3 123 4 4 1 16 16 4 52 1446 39 4 16 1 52 151 4 484 52 52 52 16 4 49
split_gain=16.5769 4.25566 1.74008 1.15665 0.865895 0.760278 0.634435 0.633442 0.825399 0.761509 0.477489 0.438968 0.425609 0.415835 0.446229 0.3814 0.371743 0.3518 0.349603 0.298776 0.228268 0.205653 0.185458 0.161889 0.109059
threshold=0.10335000000000001 -0.049204999999999992 0.081990000000000021 0.41181500000000004 0.053010000000000009 0.11684000000000001 -0.14169499999999999 0.0060650000000000009 -0.50547999999999982 -0.15086999999999998 0.083715000000000026 0.087880000000000014 -0.039459999999999995 -0.097499999999999989 0.090540000000000023 0.12066000000000002 -0.075199999999999989 -0.014854999999999998 -1.0000000180025095e-35 0.091275000000000009 1.0000000180025095e-35 -0.029869999999999997 -0.068504999999999996 -0.036279999999999993 0.092625000000000013
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=2 3 4 12 7 16 11 10 -9 23 13 -7 -2 19 15 -15 -3 -12 -6 -1 24 -11 -16 -10 -20
right_child=1 5 -4 -5 18 6 -8 8 9 21 17 -13 -14 14 22 -17 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0019630923323628122 0.0016380455517631825 0.0010888035738053515 0.00099566215698425353 0.00086455877687268454 0.0015935880004726544 0.00092986378596530462 0.00036023489713536981 0.0018469266612868899 0.0014446211121731235 0.0010511508689016943 0.001982625147460611 0.00052149554425308918 0.001278253337687557 0.0016331516595168762 0.0012499218865884305 0.0013579281122069922 0.00072945763571972369 0.001622234332151541 0.0013105302284253312 0.0016185065717824153 0.0014754993710221636 0.0013202095012575668 0.0015138311258248876 0.0016590050708992371 0.0010973155476226547
leaf_weight=59 57 52 61 59 58 56 101 54 80 52 70 60 102 735 55 61 82 54 57 55 52 84 68 83 55
leaf_count=59 57 52 61 59 58 56 101 54 80 52 70 60 102 735 55 61 82 54 57 55 52 84 68 83 55
internal_value=0 0.000898392 0.00154501 0.00126069 0.00156434 0.000673277 0.000552149 0.00159278 0.0014694 0.0014011 0.00163039 0.000718943 0.00140746 0.00160688 0.00158323 0.0016121 0.000869168 0.00182596 0.00137078 0.00179715 0.00129176 0.00121759 0.00139611 0.001554 0.00120614
internal_weight=0 569 1793 218 1732 351 217 1510 353 299 1157 116 159 1033 919 796 134 124 222 114 164 136 123 163 112
internal_count=2362 569 1793 218 1732 351 217 1510 353 299 1157 116 159 1033 919 796 134 124 222 114 164 136 123 163 112
is_linear=0
shrinkage=0.0032998


Tree=5237
num_leaves=19
num_cat=0
split_feature=48 149 51 10 16 0 130 1446 42 475 16 130 0 42 16 13 4 15
split_gain=0.33944 0.292752 0.227479 0.214146 0.290196 0.3689 0.330179 0.227314 0.307591 0.197023 0.154135 0.13192 0.209935 0.174765 0.119111 0.129408 0.0480786 0.0266879
threshold=0.093265000000000015 0.075040000000000009 0.020580000000000005 -1.0000000180025095e-35 -0.083479999999999985 -0.11208499999999998 -0.0015749999999999998 0.083715000000000026 0.087970000000000007 -0.074304999999999982 -0.50476999999999983 -0.054924999999999995 -0.084319999999999992 0.090295000000000014 -0.123625 -0.070529999999999995 -0.07878499999999998 -0.043644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 -1 10 -6 -7 9 -9 -8 17 -12 13 -13 -2 -16 -14 -5
right_child=2 -3 -4 4 5 6 7 8 -10 -11 11 12 16 -15 15 -17 -18 -19
leaf_value=-0.0022109949102467447 -0.0033039178096097715 0.017820700376790052 -0.0070341042915129598 0.0054950825060455389 -0.0052905203023546239 0.017366804140104428 0.0087106955535664887 0.019434378560649213 0.0027571540338236196 0.0026218942345820652 0.0025669645005842235 0.010218645726104852 0.012147615465456002 0.00017617174545770788 0.00046655246989215271 0.011896068256065973 0.018583064290420438 6.771321904647461e-05
leaf_weight=95 53 57 96 52 101 61 186 65 61 799 63 303 55 59 55 58 91 52
leaf_count=95 53 57 96 52 101 61 186 65 61 799 63 303 55 59 55 58 91 52
internal_value=0 0.0059105 -0.000507453 0.00557732 0.00595806 0.00445949 0.00530125 0.00463717 0.0113747 0.00377348 0.00878161 0.00986817 0.0107701 0.00858685 0.00325617 0.00634893 0.0161711 0.00279867
internal_weight=0 2100 262 2043 1948 1273 1172 1111 126 985 675 571 508 362 166 113 146 104
internal_count=2362 2100 262 2043 1948 1273 1172 1111 126 985 675 571 508 362 166 113 146 104
is_linear=0
shrinkage=0.16829


Tree=5238
num_leaves=19
num_cat=0
split_feature=15 123 147 15 15 15 39 51 15 43 16 160 15 151 51 133 1204 16
split_gain=6.81692 4.29619 1.57672 0.991656 0.919905 0.903519 0.827184 0.824293 0.800973 0.677599 0.418621 0.38682 0.315505 0.312165 0.294079 0.189224 0.133235 0.0645014
threshold=-0.25061999999999995 0.081990000000000021 0.089365000000000014 0.13393000000000002 0.0056700000000000006 0.091230000000000019 0.089130000000000015 0.084400000000000017 -0.46140499999999995 -0.015804999999999996 -0.50790499999999994 -0.012019999999999998 -0.085064999999999988 -0.089594999999999994 0.10446500000000002 0.31348000000000004 -0.082884999999999986 -0.076269999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 11 8 10 -1 -9 -2 -6 -3 -12 -11 17 -13 -7
right_child=1 12 -4 -5 5 15 -8 9 -10 14 13 16 -14 -15 -16 -17 -18 -19
leaf_value=0.0011232012709208046 0.0011156363412048002 0.00093029436585975289 0.00092644814697476088 0.00096328554567180053 0.0018685649311070221 0.0014959378076102739 0.00044024232508342587 0.0013757917437710872 0.00059590668829719582 0.0008163095255503607 0.001606018510801357 0.0017183988749100091 0.00060494711490692674 0.0013962291007687515 0.0011569812156693063 0.0012181656843685612 0.0015391617707402516 0.0013748623304963925
leaf_weight=68 54 68 78 54 52 80 75 94 59 54 89 56 64 745 59 73 367 173
leaf_count=68 54 68 78 54 52 80 75 94 59 54 89 56 64 745 59 73 367 173
internal_value=0 0.00135025 0.00138782 0.00140626 0.00141885 0.00150424 0.000715964 0.00135636 0.000878515 0.00116781 0.00140027 0.0015965 0.000772817 0.00141866 0.000994494 0.0013697 0.00156297 0.00141329
internal_weight=0 2160 2028 1950 1896 801 202 1095 127 207 888 475 132 834 113 326 423 253
internal_count=2362 2160 2028 1950 1896 801 202 1095 127 207 888 475 132 834 113 326 423 253
is_linear=0
shrinkage=0.0032998


Tree=5239
num_leaves=18
num_cat=0
split_feature=4 123 1 1 1 4 12 1 16 4 151 15 4 456 16 1453 4
split_gain=20.1378 5.15036 2.9908 1.3743 1.14949 1.0492 0.833353 1.09813 0.6091 0.601105 0.474302 0.460007 0.439316 0.320427 0.225142 0.224705 0.191817
threshold=0.30163500000000004 0.081180000000000016 0.12541500000000003 0.12958500000000003 0.10684 -0.078129999999999991 0.054520000000000006 0.093575000000000019 -0.44470499999999996 -0.50547999999999982 -0.030624999999999996 0.054100000000000002 -0.11205499999999999 0.086265000000000022 -0.08069999999999998 -0.063399999999999984 0.053255000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -3 9 7 -7 -5 -1 -2 -11 -13 15 -14 -8 -17
right_child=3 4 -4 8 -6 6 13 -9 -10 11 -12 12 14 -15 -16 16 -18
leaf_value=0.0020534855799615457 0.00061078585197256344 0.001212167514533068 0.00093739694207238826 0.00065216167870123904 0.00056077510233758807 0.0016072855700663138 0.0018201514783014855 0.0010650925168994496 0.00018228547995278237 0.0015227559115899173 0.00099440176443984715 0.0020593929014304248 0.0017959521306897843 0.0018128395740279509 0.0016455890115386429 0.00162692188486654 0.0015028149100485466
leaf_weight=70 56 69 65 53 52 99 57 70 70 102 97 52 284 102 190 694 180
leaf_count=70 56 69 65 53 52 99 57 70 70 102 97 52 284 102 190 694 180
internal_value=0 0.00159395 0.00163466 0.000645258 0.000932521 0.0016585 0.00159909 0.00138292 0.000385039 0.00176075 0.000854224 0.00172807 0.00176782 0.00163442 0.00173575 0.00161483 0.0016014
internal_weight=0 2086 1965 276 121 1900 1202 169 123 698 153 628 526 1033 474 931 874
internal_count=2362 2086 1965 276 121 1900 1202 169 123 698 153 628 526 1033 474 931 874
is_linear=0
shrinkage=0.0032998


Tree=5240
num_leaves=23
num_cat=0
split_feature=1 3 4 123 1 150 14 12 11 402 456 3 124 0 4 3 12 0 0 43 43 3
split_gain=18.4417 4.38999 1.86947 1.46574 1.32872 0.776683 0.65726 0.524991 0.471814 0.421558 0.38431 0.370388 0.568362 0.366359 0.61642 0.547803 0.174877 0.152 0.130751 0.101946 0.0983949 0.0865057
threshold=0.10335000000000001 -0.06340999999999998 0.41181500000000004 1.0000000180025095e-35 0.14699000000000004 0.084680000000000019 0.062655000000000016 0.094435000000000005 0.084110000000000004 0.11232500000000002 0.077935000000000018 0.085315000000000016 -0.081214999999999982 -0.077584999999999987 -0.47860499999999995 0.085315000000000016 0.084665000000000004 -0.045754999999999997 -0.084144999999999984 -0.066864999999999994 0.059230000000000012 -0.086574999999999985
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 8 6 5 11 7 9 -2 10 13 12 -3 15 -15 -1 -12 18 -9 21 -21 -20
right_child=1 4 -4 -5 -6 -7 -8 17 -10 -11 16 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23
leaf_value=0.0014975886370199708 0.0012056257952555805 0.00084421370453973148 0.00063087460401949763 0.00094959754920762582 9.065879670021475e-05 0.00037920108632383997 0.0018075048793917184 0.0012472840437991641 0.0016002086734463936 0.0017537852292213274 0.0017945915495301767 0.00089731055358879288 0.00039029506520664892 0.0015950839028957111 0.0011966938038471839 0.0011489145287630223 0.001518375947579427 0.001183939317938954 0.0013929857752145514 0.0012814670526741922 0.0014570825393869604 0.0015891789921480936
leaf_weight=859 95 61 55 64 59 93 58 78 52 60 54 94 60 62 139 53 52 59 57 97 62 52
leaf_count=859 95 61 55 64 59 93 58 78 52 60 54 94 60 62 139 53 52 59 57 97 62 52
internal_value=0 0.000760222 0.00115106 0.00144162 0.000545007 0.000631926 0.00145968 0.00144768 0.00134545 0.00148073 0.00146727 0.000741081 0.000619421 0.00144893 0.00131976 0.00147736 0.00165942 0.0013432 0.00137025 0.00140591 0.00135017 0.00148691
internal_weight=0 569 202 1806 367 308 1742 1684 147 1279 1219 215 121 1113 201 912 106 405 346 268 159 109
internal_count=2375 569 202 1806 367 308 1742 1684 147 1279 1219 215 121 1113 201 912 106 405 346 268 159 109
is_linear=0
shrinkage=0.0032998


Tree=5241
num_leaves=29
num_cat=0
split_feature=30 15 133 13 43 15 156 1419 15 160 51 13 133 13 133 15 1210 133 43 15 15 133 403 133 43 51 43 403
split_gain=0.450125 0.244018 0.334035 0.368371 0.661367 0.309985 0.256927 0.298089 0.403474 0.470696 0.270697 0.249312 0.239361 0.208373 0.226575 0.204753 0.187088 0.201301 0.26855 0.196543 0.155304 0.15335 0.211917 0.120014 0.0935171 0.0721119 0.0586054 0.0389852
threshold=0.085875000000000021 0.085145000000000012 0.085345000000000018 -0.088589999999999988 0.085460000000000022 -0.039984999999999993 0.097880000000000009 1.0000000180025095e-35 -0.035449999999999988 -0.081069999999999989 0.10664000000000001 -0.11122999999999998 0.087720000000000006 -0.086804999999999979 0.091535000000000019 -0.085884999999999975 -0.00064999999999999986 0.11370000000000001 -0.011764999999999998 0.091570000000000012 -0.074054999999999996 -0.0084449999999999994 0.016565000000000003 0.11050000000000001 -0.062434999999999997 -0.006984999999999999 -0.082144999999999982 -0.015054999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 13 7 8 10 -10 -5 15 -7 -4 -15 -1 23 18 19 -18 -16 22 27 -3 -19 -14 -21 -20
right_child=-2 16 5 6 -6 12 -8 -9 9 -11 -12 -13 25 14 20 -17 17 24 21 26 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0057221190653600398 -0.0071201976228937149 0.011673916800139041 0.016579725575310594 0.006020674530925316 0.013985809238372664 0.025704810889970179 0.01445421329281687 0.016925864282485919 -0.013987756995711767 0.0030446203611581607 0.017652835613454914 -0.013965091845123791 0.0073385667517388183 -0.0014639173541703241 0.013554998393803572 -0.0082952957848105822 0.024335257828701232 0.009264381785349907 -0.0030260154491001208 0.0085890365320539334 0.0025435394099004873 0.013765050851057802 0.012197528912918681 0.022406059427049603 0.00041953375138339705 0.016085251502472243 0.015719985445798772 0.0032540295082420247
leaf_weight=60 60 71 54 376 64 52 103 60 57 237 67 68 54 94 89 58 53 53 57 67 62 71 64 52 95 55 67 55
leaf_count=60 60 71 54 376 64 52 103 60 57 237 67 68 54 94 89 58 53 53 57 67 62 71 64 52 95 55 67 55
internal_value=0 0.00762872 0.00648234 0.00494624 -0.000762152 0.0103187 0.0065339 0.00550807 0.0045761 -0.000251465 0.007784 -0.00584638 0.0162808 0.0071023 0.00500607 -0.00115257 0.0102442 0.00897692 0.0108067 0.015626 0.00904564 0.00715079 0.00447233 0.0162257 0.00359908 0.0117685 0.0121679 4.18943e-05
internal_weight=0 2315 1610 1150 250 460 900 797 737 294 443 186 161 299 245 118 705 582 434 187 151 247 176 123 148 109 134 112
internal_count=2375 2315 1610 1150 250 460 900 797 737 294 443 186 161 299 245 118 705 582 434 187 151 247 176 123 148 109 134 112
is_linear=0
shrinkage=0.16829


Tree=5242
num_leaves=25
num_cat=0
split_feature=1 3 4 11 12 1 47 47 0 49 52 4 49 0 52 11 3 402 130 4 15 0 15 3
split_gain=12.895 4.66091 0.929616 0.816014 0.762715 0.68762 0.72972 0.610315 0.662162 0.399058 0.386542 0.374973 0.819815 0.340214 0.308916 0.278881 0.249354 0.226729 0.185956 0.148147 0.181272 0.102233 0.0816161 0.0191478
threshold=0.10335000000000001 -0.049204999999999992 0.41181500000000004 1.0000000180025095e-35 0.083370000000000014 0.14699000000000004 0.096770000000000009 0.077555000000000013 -0.097074999999999981 -0.028439999999999997 -1.0000000180025095e-35 0.41696500000000003 -0.05529499999999999 -0.066849999999999979 -0.0092149999999999992 0.084110000000000004 -0.065259999999999999 0.11353000000000001 0.087820000000000023 -0.0065299999999999993 -0.014614999999999998 -0.082454999999999987 -0.064999999999999988 -0.080424999999999983
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 15 4 7 6 11 8 9 -1 -10 12 -3 17 -5 23 -15 18 19 20 -6 -20 -21 -2
right_child=1 5 -4 14 13 -7 -8 -9 10 -11 -12 -13 -14 16 -16 -17 -18 -19 21 22 -22 -23 -24 -25
leaf_value=0.0010027121707826528 0.00098174963681309864 0.00051726167277707752 0.00065216064587241582 0.001643742604956586 0.0011005797355354019 4.0453889271387431e-05 0.00077505758868428708 0.0013409743247153091 0.00095564596982908637 0.00062205948771187566 0.0013239080380340492 0.00053762789348396232 3.1698194431861738e-05 0.001154796967559964 0.0012835808674614365 0.0013339348701938104 0.000871742926172577 0.0014087236200274486 0.0012127350718152809 0.001255787285267143 0.0012289410756549607 0.0010255942037108003 0.0013880021808924676 0.0010857736072989882
leaf_weight=52 52 73 61 55 158 54 59 54 71 73 57 87 79 98 52 52 54 69 55 193 597 89 79 52
leaf_count=52 52 73 61 55 158 54 59 54 71 73 57 87 79 98 52 52 54 69 55 193 597 89 79 52
internal_value=0 0.000618436 0.000998909 0.00118825 0.00117054 0.000383783 0.000445879 0.00102091 0.000952453 0.000780693 0.00111991 0.00036447 0.000265128 0.00120352 0.00146904 0.00113427 0.00105447 0.00122176 0.00121071 0.00122658 0.00120213 0.00109732 0.00129432 0.0010341
internal_weight=0 569 217 1806 1699 352 298 307 253 125 128 239 152 1392 107 156 152 1240 1171 1027 755 144 272 104
internal_count=2375 569 217 1806 1699 352 298 307 253 125 128 239 152 1392 107 156 152 1240 1171 1027 755 144 272 104
is_linear=0
shrinkage=0.0032998


Tree=5243
num_leaves=24
num_cat=0
split_feature=12 3 43 43 12 124 52 0 12 43 0 43 1447 1210 0 42 0 150 0 42 12 12 43
split_gain=10.1507 2.01205 1.87508 1.85764 1.51402 1.01802 0.481972 0.536034 0.434392 0.412359 0.347083 0.344338 0.318513 0.295848 0.297058 0.63116 0.277664 0.238956 0.235886 0.231329 0.219963 0.239661 0.124308
threshold=0.054520000000000006 0.11745500000000002 -0.049364999999999992 -0.099699999999999983 0.13969000000000004 -0.081324999999999981 -0.088004999999999986 -0.076639999999999986 0.099815000000000015 0.087840000000000015 -0.22607999999999998 -0.071349999999999983 -0.086059999999999984 -0.083289999999999989 -0.097074999999999981 0.086000000000000007 -0.077584999999999987 1.0000000180025095e-35 -0.11242999999999999 -0.0091049999999999985 0.11512500000000002 0.10648500000000001 -0.081694999999999976
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=1 2 3 -1 8 22 -4 10 9 12 -8 -10 -2 -14 15 -15 -16 18 -3 -11 21 -13 -5
right_child=4 17 6 5 -6 -7 7 -9 11 19 -12 20 13 14 16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0010449105975221897 0.0013481731313127274 0.00053899198053851958 0.0011803731100235918 0.00041164812102180171 0.00055480026455129259 -2.1899157793741494e-05 0.00076212121989773028 0.00055863702229047021 0.0011721642913414801 0.0011879209987120834 0.0011087917274931749 0.0010089889080316249 0.0013303505415940625 0.00072080658256768783 0.0011621183934455233 0.0012111458168324531 0.0010408288791760774 0.00012060008973777094 0.00023430008342776676 0.0014992831876749209 0.0011114703837100987 0.00073291934216350462 0.00064075490813795286
leaf_weight=53 74 58 63 54 52 57 57 52 98 52 73 65 72 62 740 54 295 52 54 56 54 76 52
leaf_count=53 74 58 63 54 52 57 57 52 98 52 73 65 72 62 740 54 295 52 54 56 54 76 52
internal_value=0 0.000620708 0.000732433 0.000507942 0.00111076 0.000333129 0.000930208 0.000843419 0.00112777 0.00115205 0.000957061 0.00101121 0.00113557 0.00112267 0.00110965 0.000949372 0.00112758 0.000306435 0.000392402 0.00134969 0.000930133 0.000860435 0.000524372
internal_weight=0 625 461 216 1750 163 245 182 1698 1405 130 293 1297 1223 1151 116 1035 164 112 108 195 141 106
internal_count=2375 625 461 216 1750 163 245 182 1698 1405 130 293 1297 1223 1151 116 1035 164 112 108 195 141 106
is_linear=0
shrinkage=0.0032998


Tree=5244
num_leaves=23
num_cat=0
split_feature=3 2 31 4 2 12 42 150 15 3 156 4 2 43 402 3 15 3 403 2 13 15
split_gain=7.54388 2.87189 1.43665 1.26367 1.17505 0.755453 0.824063 0.50636 0.474509 0.389129 0.276145 0.325561 0.273916 0.259592 0.285424 0.224135 0.215557 0.20269 0.188028 0.318795 0.191027 0.120417
threshold=-0.06340999999999998 0.14794000000000004 -0.018414999999999997 0.36766000000000004 0.10859000000000001 -0.011819999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.07879499999999999 0.10323000000000002 0.088305000000000008 -0.08916499999999998 0.085885000000000017 0.0019650000000000002 0.11353000000000001 -0.15680499999999997 0.083590000000000012 -0.085374999999999993 -0.10802999999999999 0.085465000000000013 0.0015850000000000003 0.092400000000000024
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 -2 10 5 6 -4 8 -6 12 11 15 -7 14 18 -1 -15 -12 19 -13 -20 -18
right_child=1 -3 4 -5 7 9 -8 -9 -10 -11 17 13 -14 16 -16 -17 21 -19 20 -21 -22 -23
leaf_value=0.0010348191994651625 0.00020451022345759428 5.9045413083431388e-05 0.00099555798629786998 0.00060518443921390021 0.00047292107349652327 0.0012699124252026519 0.00046438993959607824 0.00026542941554507054 0.0008649551171487339 0.00076121354567112423 0.00077563244780317925 0.00077048472211769343 0.00096886176014435383 0.00078014498387054816 0.0012659311134374416 0.0012908876229932955 0.0010800823877220446 0.0010165511999423523 0.0010823402731573019 0.001076237080637201 0.00093005340166429278 0.00091130523252398699
leaf_weight=63 60 91 52 78 78 54 83 54 60 59 74 71 90 70 68 99 98 83 706 81 107 96
leaf_count=63 60 91 52 78 78 54 83 54 60 59 74 71 90 70 68 99 98 83 706 81 107 96
internal_value=0 0.000605106 0.000689269 0.0010165 0.000744081 0.000861357 0.000669249 0.000537442 0.000643626 0.00098894 0.00103633 0.00105063 0.001082 0.001033 0.00105687 0.00119152 0.000939447 0.000903222 0.00104211 0.00093365 0.00106234 0.000996745
internal_weight=0 681 590 1694 530 338 135 192 138 203 1616 1459 144 1297 1033 162 264 157 965 152 813 194
internal_count=2375 681 590 1694 530 338 135 192 138 203 1616 1459 144 1297 1033 162 264 157 965 152 813 194
is_linear=0
shrinkage=0.0032998


Tree=5245
num_leaves=27
num_cat=0
split_feature=12 13 12 150 12 13 133 13 0 13 52 39 484 48 133 160 0 160 133 130 42 12 42 0 0 42
split_gain=18.4385 5.90093 3.23647 1.94206 1.75273 1.37305 1.69368 1.19459 1.06744 0.888748 0.798803 0.6292 0.400088 0.487756 0.294548 0.406681 0.349358 0.293483 0.251408 0.249923 0.272883 0.224734 0.224681 0.219686 0.158107 0.129269
threshold=0.077755000000000005 -0.0016149999999999999 0.13332500000000003 0.091355000000000006 0.095330000000000012 -0.28558999999999996 -1.0000000180025095e-35 0.046185000000000004 -0.10264999999999998 -0.086304999999999979 -0.0065299999999999993 0.087735000000000021 -0.084699999999999984 0.091545000000000015 0.062925000000000009 -0.081539999999999987 -0.075294999999999987 -0.15492999999999998 0.089380000000000015 0.094540000000000013 0.10458000000000002 0.10597500000000001 0.084175000000000014 -0.061654999999999995 -0.098179999999999976 0.092575000000000018
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 4 7 12 -1 -7 8 10 -6 -3 -8 22 14 16 17 24 -16 -17 20 21 23 -2 -11 -14 -13
right_child=2 3 -4 -5 9 6 11 -9 -10 19 -12 25 13 -15 15 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.00015946062061561629 0.0015621625606201672 0.0011251864635237663 0.00033650325557668339 0.00021680422550072193 0.00058603118908717841 0.00083261507598968133 0.00039049356018464168 0.00052547975592796392 0.0013171162991399098 0.00091302277498563446 0.00056737596922374484 0.00010624830509877822 0.0010959283241530431 0.00094331264351249207 0.0011729216335504399 0.0013921200526499711 0.001520477923665215 0.00084074262905623517 0.0011569928594584069 0.0011882366519571322 0.0011502678718957361 0.00077983980086482004 0.0012886950554760778 0.0011808793192880694 0.001263856863636255 -0.00012320157321953415
leaf_weight=97 53 53 54 52 54 52 74 65 87 101 60 55 74 75 53 71 55 67 182 95 88 74 95 52 482 52
leaf_count=97 53 53 54 52 54 52 74 65 87 101 60 55 74 75 53 71 55 67 182 95 88 74 95 52 482 52
internal_value=0 0.000479188 0.00113252 0.000800749 0.00115822 0.000170188 0.000307575 0.000915202 0.00104169 0.000985468 0.000829316 0.00015654 0.0012246 0.0012019 0.00122157 0.00114749 0.00126673 0.000987749 0.00122312 0.00103799 0.000992566 0.000931276 0.00138686 0.00100429 0.00124157 -4.93082e-06
internal_weight=0 647 1725 317 1671 330 233 265 200 464 113 181 1207 1059 984 373 611 120 253 410 315 227 148 153 556 107
internal_count=2372 647 1725 317 1671 330 233 265 200 464 113 181 1207 1059 984 373 611 120 253 410 315 227 148 153 556 107
is_linear=0
shrinkage=0.0032998


Tree=5246
num_leaves=26
num_cat=0
split_feature=3 3 43 2 2 10 43 3 16 16 0 2 47 16 42 131 42 3 3 3 3 3 50 2 133
split_gain=13.2771 4.87998 6.50825 3.02682 2.08016 1.49489 1.01184 0.629688 0.562962 0.516527 0.734681 0.512693 0.369338 0.415916 0.311202 0.290132 0.466504 0.775613 0.693757 0.282881 0.442066 0.277582 0.257881 0.203609 0.159572
threshold=-0.064294999999999977 0.30112000000000005 -0.049914999999999994 0.10866500000000003 0.11366500000000002 -1.0000000180025095e-35 -0.105305 -0.10919499999999999 -0.059624999999999991 -0.18776499999999999 -0.11208499999999998 0.097220000000000015 0.077555000000000013 -0.038799999999999994 0.084175000000000014 0.091295000000000015 0.087905000000000025 -0.08466499999999999 -0.085684999999999997 -0.24098999999999995 -0.083249999999999977 -0.013119999999999998 0.092855000000000007 0.090000000000000011 0.076280000000000014
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=4 2 5 12 9 -2 -7 -6 -5 10 -1 14 13 -4 22 16 17 -16 -18 -13 -21 -8 23 24 -11
right_child=1 -3 3 8 7 6 21 -9 -10 11 -12 19 -14 -15 15 -17 18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0017173578540298615 0.00033766410262361669 0.00038685156216445937 0.0014112745580136148 0.0012189538364435241 0.0009420951847564404 0.0012988454041047335 0.00090860070327383616 0.0014091946352241781 0.0007682111578018691 0.0017884299491190243 0.001184117107783859 0.0017080303370461377 0.0018821531230060558 0.0017276393854560688 0.0012029322821989815 0.0014352662210793204 0.0020433016930491723 0.0016490204997595523 0.0016663831125184496 0.0011806944574537725 0.0015629563870865786 0.00058008978364812588 0.0019373389629311834 0.0015506620365819714 0.0016382833766216622
leaf_weight=52 69 99 85 72 57 52 56 72 53 286 63 54 62 102 56 73 66 185 298 53 92 58 68 73 116
leaf_count=52 69 99 85 72 57 52 56 72 53 286 63 54 62 102 56 73 66 185 298 53 92 58 68 73 116
internal_value=0 0.00106685 0.00117734 0.00144784 0.00160656 0.000746686 0.00091649 0.00120307 0.00102812 0.00164044 0.00142554 0.00165782 0.0016584 0.00158403 0.00168337 0.00163538 0.00165947 0.00154551 0.00173482 0.00150087 0.00142348 0.000741773 0.00174323 0.00171537 0.00174519
internal_weight=0 708 609 374 1664 235 166 129 125 1535 115 1420 249 187 1221 678 605 241 364 199 145 114 543 475 402
internal_count=2372 708 609 374 1664 235 166 129 125 1535 115 1420 249 187 1221 678 605 241 364 199 145 114 543 475 402
is_linear=0
shrinkage=0.0032998


Tree=5247
num_leaves=25
num_cat=0
split_feature=1 4 3 123 4 1 150 0 3 158 1 0 4 12 4 12 52 3 1454 1 130 3 0 0
split_gain=59.3708 10.8615 6.78569 5.4782 2.67531 2.21438 1.58357 1.3302 0.983881 0.961051 0.759433 0.810203 0.734751 0.591729 0.475122 0.383574 0.370379 0.3248 0.277114 0.256688 0.237237 0.181242 0.14341 0.0855851
threshold=0.10508500000000001 0.27287000000000006 -0.048154999999999996 1.0000000180025095e-35 0.054560000000000004 0.12958500000000003 0.08486500000000001 -0.079119999999999982 0.085315000000000016 1.0000000180025095e-35 0.081925000000000012 0.040035000000000008 -0.17689999999999997 0.082530000000000006 0.50230500000000011 0.091625000000000012 -0.046924999999999988 -0.081604999999999997 1.0000000180025095e-35 0.11588000000000001 0.090745000000000006 0.0012800000000000001 -0.07304999999999999 -0.097199999999999995
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 19 4 7 14 -4 8 13 17 11 15 -12 -1 -3 -9 -17 -6 20 -2 -15 -7 -14 -19
right_child=1 5 6 -5 9 21 -8 10 -10 -11 12 -13 22 18 -16 16 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.0023624816535475161 0.00192069988948134 0.0002439344649651581 0.00091457317709394553 0.0010717622400904373 0.0012926183270967171 -3.7987566392270406e-05 0.00022812994878939729 0.0020923382059335103 0.0016502597340097968 0.0019942161550804594 0.0022800981868439799 0.0014429513409091664 0.0019758418061753382 0.0020749787797148967 0.00068304639711834047 0.0015648874709249571 0.0018763129390773543 0.0017012744849082715 0.0018591186408473256 0.0015856598392855906 0.0022739162871511284 -0.00029325217613872603 0.0017345554183170011 0.0015054535766355751
leaf_weight=89 52 54 103 79 58 54 57 61 56 57 82 64 66 749 54 59 157 54 62 52 76 70 52 55
leaf_count=89 52 54 103 79 58 54 57 61 56 57 82 64 66 749 54 59 157 54 62 52 76 70 52 55
internal_value=0 0.000639353 0.00109712 0.0019232 0.00196061 0.000118288 0.000670248 0.00200875 0.00207855 0.0016224 0.00187555 0.00178005 0.0020382 0.00210308 0.000463817 0.00185781 0.00179141 0.00149528 0.00207702 0.00175352 0.00209335 -0.000182373 0.00186981 0.00160279
internal_weight=0 496 264 1876 1797 232 160 1573 1032 224 541 341 200 976 108 277 216 167 887 104 825 124 118 109
internal_count=2372 496 264 1876 1797 232 160 1573 1032 224 541 341 200 976 108 277 216 167 887 104 825 124 118 109
is_linear=0
shrinkage=0.0032998


Tree=5248
num_leaves=23
num_cat=0
split_feature=1 123 1 16 49 16 15 11 15 0 3 3 42 0 42 42 0 16 0 0 43 15
split_gain=20.4907 2.618 2.02774 1.23539 0.622136 0.51885 0.513376 0.863256 0.485072 1.12484 0.589867 0.348563 0.343864 0.326568 0.236533 0.208419 0.120792 0.174641 0.170194 0.159942 0.0745542 0.0679944
threshold=0.10752500000000002 1.0000000180025095e-35 0.12419000000000001 0.052915000000000011 -0.018959999999999994 -0.26987499999999992 0.0056700000000000006 0.074925000000000005 -0.12640499999999996 -0.12608499999999997 -0.12595999999999999 0.12991000000000003 0.11902500000000001 -0.096374999999999975 -1.0000000180025095e-35 0.096295000000000019 -0.087404999999999997 -0.021179999999999997 -0.080514999999999989 -0.080584999999999976 -0.094134999999999983 0.086885000000000004
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 6 3 4 -2 -4 8 12 13 -10 -11 -7 16 -1 20 -16 21 19 -19 -18 -12 -8
right_child=2 -3 5 -5 -6 11 7 -9 9 10 14 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23
leaf_value=0.0022140471923560714 0.00085811156332708826 0.0013129648914605504 0.00067702165012901853 0.0017238726978852984 0.0013045331557651038 0.00083116694183440944 0.0019503070424386256 0.002365595451376718 0.001438285555599404 0.0016082783217437088 0.0018768976640941857 0.0011896374032011419 0.0016854148902994634 0.0018752406258932847 0.0019454643817415345 0.0017290918034217184 0.0020047500165427065 0.0016630867394778861 0.0019209556522807516 0.0018810591914338105 0.0017248357112507424 0.0021265265664818602
leaf_weight=59 53 90 103 56 98 65 52 52 81 99 62 56 63 71 449 58 292 53 68 212 117 63
leaf_count=59 53 90 103 56 98 65 52 52 81 99 62 56 63 71 449 58 292 53 68 212 117 63
internal_value=0 0.00186384 0.00106825 0.00130402 0.00114808 0.00085022 0.00189061 0.0019506 0.00183907 0.00181047 0.00184883 0.000997362 0.00192369 0.00202928 0.0018835 0.00192078 0.00194392 0.00192487 0.0018083 0.00195279 0.0017777 0.00204715
internal_weight=0 1941 431 207 151 224 1851 855 996 866 785 121 803 130 686 507 740 625 121 504 179 115
internal_count=2372 1941 431 207 151 224 1851 855 996 866 785 121 803 130 686 507 740 625 121 504 179 115
is_linear=0
shrinkage=0.0032998


Tree=5249
num_leaves=14
num_cat=0
split_feature=3 39 1420 399 456 150 3 49 1375 133 3 123 16
split_gain=0.9097 0.717101 0.230086 0.187348 0.20205 0.287832 0.327222 0.271544 0.237201 0.177966 0.176842 0.241086 0.0831503
threshold=0.30112000000000005 0.086065000000000016 -0.078304999999999986 0.09141500000000001 0.077935000000000018 0.10980500000000001 -0.0053599999999999993 0.093945000000000015 0.083975000000000008 -0.14715499999999998 -0.025669999999999995 1.0000000180025095e-35 -0.090639999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 -8 -6 -4 -3 -12 -13
right_child=-2 10 3 -5 8 -7 7 -9 -10 -11 11 12 -14
leaf_value=0.023834680266137755 -0.003664710399740628 -0.0044544962134864903 0.017544622610779586 0.023380672379619265 0.025780877826592444 0.0025681606280986888 0.022973454063457986 0.0088672521460185904 0.010912564399128005 0.011681706453126838 0.014995583419644541 0.0063477724494001913 -0.0030673350859794666
leaf_weight=63 99 56 166 53 75 76 156 52 52 1358 60 53 53
leaf_count=63 99 56 166 53 75 76 156 52 52 1358 60 53 53
internal_value=0 0.012801 0.0137847 0.0134653 0.0131928 0.0127342 0.0131793 0.0194555 0.0197072 0.0123215 0.00370428 0.00646746 0.00162327
internal_weight=0 2273 2051 1988 1935 1808 1732 208 127 1524 222 166 106
internal_count=2372 2273 2051 1988 1935 1808 1732 208 127 1524 222 166 106
is_linear=0
shrinkage=0.16829


Tree=5250
num_leaves=28
num_cat=0
split_feature=1 3 2 0 2 1 2 16 0 51 16 52 50 14 16 4 2 52 16 52 1 13 4 0 52 16 4
split_gain=16.5019 3.36879 2.31783 1.27164 1.02538 0.706692 0.611675 0.786558 0.611311 0.559117 1.03628 0.76138 0.536729 0.470236 0.447402 0.371941 0.323761 0.275671 0.273396 0.347889 0.317474 0.199432 0.206977 0.171327 0.156251 0.130296 0.0660737
threshold=0.104035 -0.06340999999999998 0.099675000000000014 -0.023359999999999995 0.10575500000000002 0.089790000000000023 0.10912000000000001 -0.0024749999999999993 -0.11912999999999999 -0.11722499999999998 -0.015159999999999998 0.033770000000000008 0.089465000000000017 0.062655000000000016 -0.0024749999999999993 -0.082249999999999976 0.092365000000000017 0.088100000000000012 -0.0084099999999999991 -0.12005499999999998 0.085265000000000021 -0.0082249999999999979 -0.085774999999999976 -0.087664999999999979 0.084675000000000014 -0.076944999999999986 -0.069734999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 -2 13 -3 8 -8 -4 11 -11 14 15 -7 17 18 21 20 -20 -17 22 -1 -18 -23 -14 -25
right_child=1 3 9 -5 -6 12 7 -9 -10 10 -12 -13 25 -15 -16 16 23 -19 19 -21 -22 24 -24 26 -26 -27 -28
leaf_value=0.0011923443106763253 0.0012621468235623501 0.00076866206740978547 0.0013124526677557959 -1.826760859587359e-05 0.00075515001075236363 0.00096065418837527655 0.00074853500185730363 8.6958009704192138e-05 0.0003011610786709841 0.00090429743180218199 0.0007338440171847792 0.0013444173979735412 0.0015194147530309978 0.0016958512180803315 0.0013319450178306584 0.0013859734951254636 0.0013855846019840403 0.001638441586387103 0.0012801589787303097 0.0016035170596187033 0.0011465077374681809 0.0016111245725119279 0.0014553535731015007 0.0012603369751631364 0.0013760164720417085 0.0012823155569412084 0.0011013706215641378
leaf_weight=62 90 87 87 53 85 100 81 52 57 75 98 102 53 60 56 380 58 94 54 120 74 83 75 53 54 55 79
leaf_count=62 90 87 87 53 85 100 81 52 57 75 98 102 53 60 56 380 58 94 54 120 74 83 75 53 54 55 79
internal_value=0 0.000645835 0.00131815 0.000449379 0.00101609 0.00137508 0.000538984 0.00043363 0.000564005 0.00108055 0.00100705 0.00115812 0.001219 0.00140813 0.00109416 0.00139354 0.00135384 0.00148168 0.00139039 0.00150337 0.00134702 0.00142778 0.00133658 0.00123284 0.00151871 0.001399 0.00116546
internal_weight=0 505 1872 330 175 1510 277 190 138 362 275 177 264 1246 156 1186 818 368 628 174 454 274 137 190 137 108 132
internal_count=2377 505 1872 330 175 1510 277 190 138 362 275 177 264 1246 156 1186 818 368 628 174 454 274 137 190 137 108 132
is_linear=0
shrinkage=0.0032998


Tree=5251
num_leaves=28
num_cat=0
split_feature=1 47 2 1 1 14 12 12 12 49 159 2 2 12 51 51 160 133 0 1210 2 42 49 52 50 49 42
split_gain=27.5641 3.77454 2.65289 2.28114 1.66124 1.60697 1.49068 1.43237 1.02417 0.70914 0.585502 0.575231 0.547116 0.509949 0.413736 0.384893 0.382446 0.252742 0.247776 0.242366 0.277696 0.223728 0.180027 0.142851 0.141361 0.088533 0.0347032
threshold=0.10892500000000001 0.085505000000000012 0.099675000000000014 0.12007000000000002 0.089790000000000023 0.062655000000000016 0.088395000000000015 0.087495000000000003 0.089125000000000024 0.0029050000000000005 0.095730000000000023 0.13574000000000003 0.114805 0.09141500000000001 0.094975000000000018 -0.0032349999999999996 -0.057984999999999988 0.087380000000000013 -0.059114999999999994 -0.026879999999999998 0.089690000000000006 0.097020000000000009 -1.0000000180025095e-35 0.016565000000000003 0.089465000000000017 -0.014169999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 5 13 22 9 -3 25 11 -5 -2 14 19 17 -15 -9 26 -1 -21 23 -6 -18 -8 -4 -17
right_child=1 8 7 10 6 -7 24 15 -10 -11 -12 -13 -14 16 -16 18 21 -19 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0022159040558873298 0.0013737781992581434 0.001178784685337937 0.0011989461145685272 0.00062771706284944957 0.001320797009064775 0.0025852414239407049 0.0018573544807214566 0.0021646277332097283 0.0017721366822488446 0.0017718347571155381 0.00081140317518963692 0.00014933797224183328 0.00091536042224784394 0.0016494744648368959 0.0023411284956132115 0.0019135836569532613 0.0019368992386973143 0.001838420123112566 0.0015597135495013293 0.0020608138498907371 0.0018992461448154438 0.00179430261982779 0.001601170809155595 0.002147598757400648 0.0020468885015793681 0.0013994909216498419 0.0017785925972459966
leaf_weight=89 56 66 52 56 52 60 90 57 62 53 55 54 59 54 58 52 83 52 52 617 151 63 53 71 97 53 60
leaf_count=89 56 66 52 56 52 60 90 57 62 53 55 54 59 54 58 52 83 52 52 617 151 63 53 71 97 53 60
internal_value=0 0.000996728 0.00193929 0.000781866 0.00200355 0.00205623 0.00177863 0.00170993 0.00146646 0.00145884 0.000532812 0.000393197 0.0011389 0.00202944 0.00206712 0.00185513 0.00190207 0.00200933 0.00175242 0.00204853 0.00202909 0.00196476 0.00146265 0.00203427 0.00195586 0.00130051 0.00184158
internal_weight=0 408 1969 280 1538 1246 292 431 128 158 165 110 115 1186 915 273 271 109 164 857 768 217 105 154 187 105 112
internal_count=2377 408 1969 280 1538 1246 292 431 128 158 165 110 115 1186 915 273 271 109 164 857 768 217 105 154 187 105 112
is_linear=0
shrinkage=0.0032998


Tree=5252
num_leaves=22
num_cat=0
split_feature=2 9 1 15 0 0 147 9 0 402 1 4 43 15 49 15 133 1 4 42 15
split_gain=1.25155 0.570527 0.557476 0.373386 0.322992 0.295936 0.210829 0.254955 0.205746 0.270612 0.262175 0.219065 0.181743 0.199907 0.355754 0.169972 0.377788 0.164551 0.113913 0.109387 0.107735
threshold=0.099675000000000014 -1.0000000180025095e-35 0.10932500000000002 -0.46319999999999995 -0.026509999999999995 -0.10490499999999998 0.087350000000000025 1.0000000180025095e-35 -0.10147999999999999 0.086825000000000013 0.085265000000000021 -0.080344999999999986 -0.073404999999999984 0.0056700000000000006 0.047620000000000003 1.0000000180025095e-35 -0.0036349999999999998 0.13554500000000003 -0.082249999999999976 0.079170000000000004 -0.080944999999999989
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 -1 4 -4 12 -5 7 8 10 15 19 -11 20 14 -14 16 -10 -7 -17 -3 -2
right_child=2 6 3 5 -6 17 -8 -9 9 11 -12 -13 13 -15 -16 18 -18 -19 -20 -21 -22
leaf_value=-0.00063817369341986104 0.011382949649500797 0.02987048304407746 0.01256467525196233 0.0041700086876801006 0.0016871946849163415 -0.0027725006268439233 0.0054581546558765057 0.0268163906420999 -0.0019379684896625364 0.026539532312626204 0.012865911845830764 0.014750718955790316 -0.0048853000239921299 0.017018315650259457 0.012916966024303223 0.018543434898746103 0.013126155342494856 -0.016019680731296206 0.01381238673770869 0.019641901992254726 0.020840253744964118
leaf_weight=63 58 70 52 80 101 54 56 60 52 94 77 87 55 62 75 253 485 53 349 54 87
leaf_count=63 58 70 52 80 101 54 56 60 52 94 77 87 55 62 75 253 485 53 349 54 87
internal_value=0 0.0150498 0.00648823 -4.18315e-05 0.0100555 -0.00355699 0.0156547 0.0160147 0.0155874 0.0148188 0.0206262 0.020883 0.0125582 0.00914175 0.00537142 0.0138536 0.0116641 -0.00935098 0.0158037 0.0254306 0.0170697
internal_weight=0 1700 677 239 438 187 1637 1581 1521 1320 201 181 337 192 130 1139 537 107 602 124 145
internal_count=2377 1700 677 239 438 187 1637 1581 1521 1320 201 181 337 192 130 1139 537 107 602 124 145
is_linear=0
shrinkage=0.16829


Tree=5253
num_leaves=27
num_cat=0
split_feature=12 12 13 150 13 12 133 15 0 133 39 42 15 39 49 12 402 13 15 133 15 474 13 0 13 42
split_gain=13.3482 3.73004 3.05594 1.80522 1.58657 1.55217 1.30366 1.22308 0.974927 0.855977 0.635709 0.463045 0.455698 0.418897 0.391635 0.407553 0.382345 0.338342 0.487543 0.273162 0.357907 0.256804 0.225059 0.196233 0.188853 0.0528654
threshold=0.077755000000000005 0.13969000000000004 -0.0042049999999999995 0.089155000000000012 0.046185000000000004 0.093175000000000022 -0.078539999999999985 -0.17677499999999999 -0.11692999999999999 0.026115000000000003 0.088895000000000016 0.098175000000000012 0.076335000000000014 0.085495000000000015 -0.081334999999999977 0.086795000000000011 -0.020594999999999999 0.056640000000000003 -0.047974999999999997 0.085275000000000004 0.097545000000000007 0.085445000000000007 -0.085034999999999986 -0.098179999999999976 -0.04609499999999999 0.096295000000000019
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 5 6 4 8 11 -1 -7 -4 13 -11 14 17 -8 -2 16 -16 18 25 20 -14 23 -18 -17 -21 -9
right_child=1 -3 3 -5 -6 7 9 12 -10 10 -12 -13 19 -15 15 21 22 -19 -20 24 -22 -23 -24 -25 -26 -27
leaf_value=0.0013220848660624466 0.0015151424841510826 0.00081611150188916088 0.001396418297967165 0.00079627339060485392 0.0010191615730547907 0.0010920787816643294 0.00039855544903733133 0.0016020508199941948 0.0018690583732600971 0.0012101816377061683 0.0007227415304291863 0.0020777182262153933 0.0020533226282385643 0.00078406974838724722 0.0021317337622237622 0.0015531538724669084 0.0018996867596569708 0.0017093742963649869 0.0011822297090442284 0.0015038354320819104 0.0016870463048037235 0.0015093261076671621 0.0017386710612332192 0.0017736854788257008 0.0017727328548955482 0.0014612340451861667
leaf_weight=60 63 52 103 53 65 52 64 103 90 62 56 58 52 60 52 52 218 88 52 71 71 56 183 437 52 52
leaf_count=60 63 52 103 53 65 52 64 103 90 62 56 58 52 60 52 52 218 88 52 71 71 56 183 437 52 52
internal_value=0 0.00168806 0.00112261 0.00135241 0.00146652 0.00171452 0.000885836 0.00157753 0.001617 0.00077753 0.000979153 0.00178709 0.00162412 0.000585379 0.00177117 0.0017873 0.00186143 0.0015356 0.00146155 0.00173013 0.00184218 0.00172561 0.00182629 0.00175031 0.0016178 0.00155504
internal_weight=0 1764 613 311 258 1712 302 593 193 242 118 1119 541 124 1061 998 453 295 207 246 123 545 401 489 123 155
internal_count=2377 1764 613 311 258 1712 302 593 193 242 118 1119 541 124 1061 998 453 295 207 246 123 545 401 489 123 155
is_linear=0
shrinkage=0.0032998


Tree=5254
num_leaves=27
num_cat=0
split_feature=1 52 2 2 2 150 15 49 0 1 1 1 0 4 1 0 43 43 52 16 0 0 4 52 15 2
split_gain=18.6863 3.89203 1.71391 1.63786 1.33712 1.1219 1.06568 0.755715 0.74193 0.830029 0.7372 0.606357 0.519525 0.431534 0.376633 1.05924 0.343998 0.327648 0.27677 0.271692 0.260309 0.198319 0.169187 0.135804 0.288302 0.0557283
threshold=0.10538500000000002 -0.40011499999999994 0.099675000000000014 0.10925000000000001 -1.0000000180025095e-35 0.087380000000000013 -0.04174499999999999 -0.013699999999999999 -0.10490499999999998 0.13475500000000004 0.085265000000000021 0.089875000000000024 -0.14989499999999997 -0.078524999999999998 0.096190000000000012 -0.04478999999999999 -0.080419999999999978 -0.073404999999999984 0.033770000000000008 0.10246000000000001 -0.077584999999999987 -0.086854999999999988 0.032965000000000001 0.0043000000000000009 0.091475000000000015 0.095120000000000024
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 5 4 -3 11 8 -4 -5 -10 -7 12 -1 19 15 17 -13 -9 -19 20 -14 22 -15 24 -18 -23
right_child=1 3 7 6 -6 10 -8 14 9 -11 -12 16 13 21 -16 -17 23 18 -20 -21 -22 25 -24 -25 -26 -27
leaf_value=0.0019379790555609034 0.0016740033909974409 0.00067385422720125064 0.00098764346692811495 0.00088292240968046616 0.0012458075572436057 0.0015281335286432733 0.00013318727803132089 0.0016218095420731304 0.00077769432271473785 0.0002029609842177173 0.00099802494730160123 0.0012595075179383821 0.0017173685591160093 0.0016839141392163055 0.0016725219085017261 0.00095412743007085993 0.0017712027520330629 0.0012061811377001436 0.0015232536068498807 0.0019383646002153244 0.0014864733457717223 0.0015413551775554906 0.0014968213618540046 0.0014061285433283901 0.0014399530796581892 0.0014211610612986491
leaf_weight=71 53 87 53 92 92 65 52 91 53 57 52 61 412 229 53 55 63 65 59 54 64 196 74 52 56 66
leaf_count=71 53 87 53 92 92 65 52 91 53 57 52 61 412 229 53 55 63 65 59 54 64 196 74 52 56 66
internal_value=0 0.000829453 0.00155507 0.000725998 0.000968016 0.00160468 0.000555303 0.00135505 0.000663792 0.000480198 0.00129283 0.00163076 0.00166165 0.0016437 0.00141523 0.0013646 0.00147533 0.00146944 0.00135733 0.00171214 0.0016864 0.00157945 0.00163834 0.00155212 0.00161562 0.00151121
internal_weight=0 486 1891 433 179 1515 254 376 202 110 117 1398 1166 1095 323 270 232 215 124 530 476 565 303 171 119 262
internal_count=2377 486 1891 433 179 1515 254 376 202 110 117 1398 1166 1095 323 270 232 215 124 530 476 565 303 171 119 262
is_linear=0
shrinkage=0.0032998


Tree=5255
num_leaves=24
num_cat=0
split_feature=4 2 2 150 4 2 2 43 4 43 4 474 481 40 43 402 132 4 483 43 47 2 2
split_gain=12.0919 4.23273 2.76657 2.10005 0.794868 0.695874 0.659816 0.416679 0.314677 0.33063 0.305015 0.302969 0.277791 0.232709 0.193711 0.175939 0.182996 0.17477 0.158022 0.21608 0.153769 0.124756 0.0624255
threshold=0.30163500000000004 0.10836000000000003 -0.007134999999999999 0.08882000000000001 -0.021234999999999997 0.14234000000000005 0.093365000000000017 -0.081324999999999995 0.029980000000000003 -0.076484999999999984 -0.0063999999999999986 0.059400000000000008 -0.074219999999999994 -0.049804999999999995 -0.057214999999999995 0.08865000000000002 0.0038750000000000004 -0.079939999999999983 0.075345000000000009 -0.091164999999999982 0.098400000000000015 0.11500500000000001 0.11404000000000002
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=1 2 -1 5 11 14 7 18 9 -8 -9 12 -4 -2 -3 16 -14 -17 19 -6 -12 -15 -16
right_child=13 3 4 -5 6 -7 8 10 -10 -11 20 -13 15 21 22 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00068070013855336682 0.00028555791166449572 0.00095156537616441703 0.0015397463047490325 0.00027202377556737305 0.0011681972726236009 0.00067641805573784102 0.0011217242213692762 0.00099334611645520614 0.0012129831523230092 0.00075652187568518714 0.0013061807432505677 0.0015737949590424519 0.0012939898155981547 0.0006106084666824002 0.0010692157246153687 0.0015569491166960152 0.0014628483570390117 0.0013021305070360552 0.001549965144210343 0.0014236175489172457 0.0010985408577441603 0.00043386489542703228 0.001222092183836181
leaf_weight=80 69 85 82 53 55 61 56 61 85 54 179 76 615 80 57 74 83 53 56 118 53 101 76
leaf_count=80 69 85 82 53 55 61 56 61 85 54 179 76 615 80 57 74 83 53 56 118 53 101 76
internal_value=0 0.00121747 0.00128131 0.000875081 0.00130955 0.000989515 0.00122554 0.00128704 0.00106073 0.000942763 0.00120373 0.00137079 0.00135375 0.000449772 0.00107696 0.00133522 0.00131412 0.00145088 0.00139348 0.00134262 0.0012589 0.000512178 0.00115684
internal_weight=0 2112 1780 332 1700 279 717 522 195 110 293 983 907 250 218 825 698 127 229 173 232 181 133
internal_count=2362 2112 1780 332 1700 279 717 522 195 110 293 983 907 250 218 825 698 127 229 173 232 181 133
is_linear=0
shrinkage=0.0032998


Tree=5256
num_leaves=27
num_cat=0
split_feature=1 4 16 3 0 4 0 3 16 3 0 4 3 151 1 4 475 3 2 2 16 3 3 4 16 4
split_gain=0.875916 0.563025 0.455851 0.508676 0.479735 0.64447 0.18668 0.357992 0.232425 0.304609 0.233848 0.424894 0.258205 0.16702 0.186648 0.156156 0.149336 0.16672 0.137843 0.212443 0.12252 0.116982 0.113972 0.0993188 0.0763617 0.0721804
threshold=0.10124500000000002 -0.14538499999999996 -0.0094449999999999968 -0.048154999999999996 -0.068669999999999995 0.26450500000000005 -0.079249999999999987 0.08734500000000002 -0.025314999999999994 -0.073444999999999983 -0.088884999999999978 -0.0090299999999999981 -0.086049999999999988 -0.012764999999999997 0.090670000000000014 0.50230500000000011 -0.082139999999999991 -0.08095999999999999 0.088435000000000014 0.098365000000000022 -0.074254999999999988 -0.072579999999999992 -0.0098449999999999979 -0.071794999999999984 -0.025314999999999994 -0.083354999999999985
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=6 -2 4 -4 5 -3 7 8 13 10 -10 12 -12 -1 20 -7 -8 18 -18 -20 25 23 24 -19 -23 -15
right_child=1 2 3 -5 -6 15 16 -9 9 -11 11 -13 -14 14 -16 -17 17 21 19 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0065522660383030701 0.020218157302666722 0.024200916481688543 0.0086282688980480211 -0.009951266677508893 -0.00076116590729327388 0.00098490013059267961 0.021106452101000237 0.0028956831823117846 0.011321887056135184 0.032300145596519607 0.023618467515341059 0.032198653701289624 0.010891368117941938 0.013252722719012637 0.025118597170285521 0.012850961286351333 0.0021188524898501471 0.013105868749313528 0.016813282033887978 0.0037747728708880505 0.0082860208738386992 0.012687555933019906 0.017012881702713232 0.022321410564873384 0.0037104282336844971 0.017300631976072317
leaf_weight=59 85 92 75 94 97 78 54 54 96 52 85 71 98 196 58 53 72 64 82 63 68 52 64 72 57 371
leaf_count=59 85 92 75 94 97 78 54 54 96 52 85 71 98 196 58 53 72 64 82 63 68 52 64 72 57 371
internal_value=0 0.00756866 0.0053662 -0.00169528 0.00910116 0.0133991 0.0151319 0.0163285 0.0169555 0.0202356 0.0184381 0.0211206 0.0168127 0.0151997 0.0159333 0.00579939 0.0126365 0.0117635 0.0081689 0.0111607 0.0150915 0.0142821 0.0113507 0.0179979 0.00800958 0.0159045
internal_weight=0 574 489 169 320 223 1788 1208 1154 402 350 254 183 752 693 131 580 526 217 145 635 309 173 136 109 567
internal_count=2362 574 489 169 320 223 1788 1208 1154 402 350 254 183 752 693 131 580 526 217 145 635 309 173 136 109 567
is_linear=0
shrinkage=0.16829


Tree=5257
num_leaves=23
num_cat=0
split_feature=1 52 4 123 52 4 49 0 1 0 13 1 0 1 52 15 484 47 4 1 52 42
split_gain=34.064 6.75014 3.42655 2.94488 2.38702 1.5689 1.16886 1.00277 0.902852 0.813656 0.392409 0.313342 0.423327 0.407426 0.293522 0.229559 0.204773 0.20389 0.185241 0.15564 0.0724178 0.0294472
threshold=0.10124500000000002 -0.42890999999999996 0.27287000000000006 1.0000000180025095e-35 -0.021164999999999996 0.04105000000000001 -0.036809999999999996 -0.21196999999999996 0.12122500000000001 -0.079249999999999987 -0.052454999999999995 0.081925000000000012 -0.050864999999999994 0.090840000000000018 0.40249000000000007 -0.064464999999999981 0.087150000000000019 0.10350500000000001 -0.0011949999999999997 0.094695000000000015 1.0000000180025095e-35 -0.065449999999999994
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 4 5 6 7 -3 -1 -4 14 -10 12 21 -13 16 20 18 -6 -9 -15 -7 -11
right_child=1 2 8 -5 17 15 -8 9 10 11 -12 13 -14 19 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0069499090000964834 0.0074469941973407021 0.006038098368175069 0.0062417363542737322 0.0066337275571706489 0.0067652024293092666 0.007129029185584345 0.0066274974907699251 0.0074611894478750591 0.0056801031211169903 0.0072341269194276369 0.0060602621577008804 0.0076910136964222428 0.0070523793308510567 0.007173631297166169 0.0072592637703431705 0.0069700863227069691 0.007680956395382201 0.0070726332012380254 0.0076379839728846141 0.0074501011097747229 0.007324204165393187 0.0073674013962428788
leaf_weight=53 62 93 102 63 61 92 64 707 86 67 52 52 96 55 70 91 76 54 92 61 54 159
leaf_count=53 62 93 102 63 61 92 64 707 86 67 52 52 96 55 70 91 76 54 92 61 54 159
internal_value=0 0.00641558 0.00629061 0.00734013 0.00654562 0.00736591 0.00627859 0.0074062 0.00600146 0.00742303 0.00582361 0.00731071 0.00724597 0.00743458 0.00748123 0.00711277 0.00749895 0.00690987 0.00748159 0.00731932 0.00720146 0.00732805
internal_weight=0 574 512 1788 272 1725 157 1488 240 1435 138 490 322 168 945 237 875 115 799 116 146 226
internal_count=2362 574 512 1788 272 1725 157 1488 240 1435 138 490 322 168 945 237 875 115 799 116 146 226
is_linear=0
shrinkage=0.0032998


Tree=5258
num_leaves=25
num_cat=0
split_feature=1 11 12 1 0 16 49 12 12 43 12 49 16 0 0 16 43 156 16 160 16 43 0 43
split_gain=0.736402 0.514605 0.25014 0.408236 0.258135 0.257179 0.257122 0.169294 0.143393 0.152962 0.26316 0.270527 0.232449 0.209732 0.190493 0.248179 0.178887 0.176741 0.330893 0.229179 0.148532 0.0951546 0.0944953 0.0674409
threshold=0.10124500000000002 0.084110000000000004 -1.0000000180025095e-35 0.11239500000000001 -0.14076499999999997 -0.116045 -0.051259999999999993 0.11628000000000001 0.10811000000000001 0.043850000000000007 0.092495000000000008 0.082865000000000008 -0.038799999999999994 -0.081704999999999986 -0.10075499999999998 -0.11777499999999998 0.10894500000000001 0.087205000000000019 0.0060650000000000009 -0.081399999999999986 -0.091794999999999988 -0.053084999999999993 -0.07081999999999998 0.26753000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 -5 -6 8 9 10 12 13 14 -12 15 -1 -11 18 -14 -19 -16 -15 -8 -18
right_child=1 -3 4 5 6 -7 22 -9 -10 16 11 -13 17 21 20 -17 23 19 -20 -21 -22 -23 -24 -25
leaf_value=0.018297585282052605 -0.0060406538464340079 0.02369281846554706 0.021354784659240126 0.016147273128511885 -0.00052557355239992245 0.0019151709154387655 0.018680664206907078 0.010619962729763288 0.02687099582002728 0.0091305574308043272 0.026854617209220596 0.0052869155522476475 0.028685134107007845 0.018022962940434487 0.024851242840231557 0.0035221730323451621 0.023416432944144729 0.0095927610590602983 0.018934156318461275 0.023853510175573175 0.017862137695416717 0.010080180576964257 0.0099222706168581969 0.015022292000439332
leaf_weight=81 65 84 73 83 52 64 56 76 61 102 52 68 236 102 117 54 52 59 172 71 348 76 97 61
leaf_count=81 65 84 73 83 52 64 56 76 61 102 52 68 236 102 117 54 52 59 172 71 348 76 97 61
internal_value=0 0.0115085 0.00941611 0.00504789 0.0127408 0.00996321 0.00966462 0.0184466 0.018793 0.0184935 0.019124 0.0146503 0.0202939 0.0174107 0.0180022 0.0124007 0.0142741 0.0228463 0.0245788 0.0173951 0.0196246 0.0146418 0.0131397 0.018901
internal_weight=0 574 490 212 278 147 205 1788 1712 1651 1436 298 1138 230 600 135 215 538 408 130 465 178 153 113
internal_count=2362 574 490 212 278 147 205 1788 1712 1651 1436 298 1138 230 600 135 215 538 408 130 465 178 153 113
is_linear=0
shrinkage=0.16829


Tree=5259
num_leaves=18
num_cat=0
split_feature=1 12 0 12 2 12 0 1 0 42 40 1 1 2 0 0 1
split_gain=0.513281 0.272514 0.317427 0.297788 0.297198 0.232881 0.147828 0.259377 0.124861 0.123175 0.127555 0.108646 0.126141 0.65027 0.192655 0.102783 0.0827183
threshold=0.10293500000000001 -1.0000000180025095e-35 -0.13740499999999997 -0.08947999999999999 0.11941000000000002 0.098400000000000015 0.040035000000000008 0.081540000000000015 -0.049464999999999988 -0.14867499999999997 -0.010334999999999999 0.096575000000000008 0.081755000000000008 0.086165000000000005 -0.12608499999999997 -0.085309999999999983 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 16 8 -8 9 -1 -11 12 14 -14 -12 -6 -3
right_child=1 4 3 -5 15 -7 7 -9 -10 10 11 -13 13 -15 -16 -17 -18
leaf_value=0.0074061979179142019 -0.0067982526007242909 0.015767972893416009 0.017166917297968362 0.0020887775522246601 -2.9660517513893546e-06 0.023766007744602639 0.0032612507560923769 0.018720953626882312 0.023668021753613332 0.0089388319091711962 0.026729276484320819 0.023400296160993875 0.016133103772316561 -0.0034451325596120855 0.016175627344636522 0.0099836137080010125 0.0077336320081883465
leaf_weight=53 52 81 64 89 53 73 74 53 55 76 52 56 301 57 1041 64 68
leaf_count=53 52 81 64 89 53 73 74 53 55 76 52 56 301 57 1041 64 68
internal_value=0 0.00939939 0.00454183 0.00840772 0.0123316 0.0159532 0.0153018 0.00972708 0.0157194 0.0154511 0.0157193 0.01606 0.0157755 0.0130109 0.0166794 0.00544442 0.0121134
internal_weight=0 544 205 153 339 222 1818 127 1691 1636 1583 1507 1451 358 1093 117 149
internal_count=2362 544 205 153 339 222 1818 127 1691 1636 1583 1507 1451 358 1093 117 149
is_linear=0
shrinkage=0.16829


Tree=5260
num_leaves=28
num_cat=0
split_feature=1 47 1 3 16 1 3 4 150 150 2 2 3 3 43 16 2 3 1212 52 3 1 52 52 43 0 2
split_gain=35.2224 7.27588 4.61175 3.20223 2.5372 1.95922 1.18756 1.09311 0.954667 0.924459 0.814814 0.750647 0.599107 0.463717 0.597515 0.402402 0.360102 0.336631 0.336006 0.319459 0.312007 0.303933 0.180193 0.18637 0.138073 0.268926 0.0877405
threshold=0.10892500000000001 0.085505000000000012 0.12007000000000002 -0.066704999999999987 -0.061394999999999998 0.094435000000000005 0.30835000000000007 -0.13833499999999996 1.0000000180025095e-35 0.081245000000000026 0.13290500000000002 0.10803500000000001 -0.086574999999999985 0.091170000000000015 -1.0000000180025095e-35 -0.011694999999999999 0.084855000000000014 -0.097829999999999986 0.087575000000000014 -0.082354999999999984 -0.016479999999999998 0.091410000000000005 -1.0000000180025095e-35 0.10898500000000001 -0.082389999999999977 -0.080514999999999989 0.08920500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 7 -3 11 10 19 -7 15 -4 13 -11 14 -5 16 18 -17 21 -1 -2 -9 -18 -24 26 -26 -19
right_child=1 4 6 5 -6 8 -8 9 -10 12 -12 -13 -14 -15 -16 17 22 24 -20 -21 -22 -23 23 -25 25 -27 -28
leaf_value=0.0022780251633352875 0.0014549312315236375 0.0012106691044124574 0.00083314449221661335 0.0019300843399972316 0.0021109175108466726 0.0017307995302132007 1.8830137694771927e-05 0.0023955034739444195 0.0011660076746305495 0.001592141896052981 0.00028950240700410942 0.0017088603056003389 0.0020608250924190846 0.0018303291389300397 0.0023665811484534015 0.0018240799867180765 0.0022946115896551101 0.0021065601437969517 0.0020803704336578516 0.0026303319553614701 0.001106336324225497 0.002153132399062287 0.0020702989246348213 0.0022308852451097009 0.0019059818406228896 0.0021664024403216541 0.002289079626120437
leaf_weight=56 52 67 70 58 70 82 56 212 55 54 53 77 69 54 88 56 74 72 79 62 64 82 326 114 85 97 62
leaf_count=56 52 67 70 58 70 82 56 212 55 54 53 77 69 54 88 56 74 72 79 62 64 82 326 114 85 97 62
internal_value=0 0.00104229 0.000750241 0.00208563 0.00167091 0.00182816 0.000417814 0.00215667 0.00150432 0.00213045 0.000599179 0.00198819 0.00185535 0.00209556 0.00219342 0.0021573 0.00219613 0.00206461 0.00227567 0.00246343 0.00126291 0.00232802 0.00213835 0.00211199 0.00210712 0.00204497 0.00219127
internal_weight=0 432 295 1914 137 414 179 1500 137 1382 123 277 123 200 146 1259 887 372 373 118 116 294 514 440 316 182 134
internal_count=2346 432 295 1914 137 414 179 1500 137 1382 123 277 123 200 146 1259 887 372 373 118 116 294 514 440 316 182 134
is_linear=0
shrinkage=0.0032998


Tree=5261
num_leaves=18
num_cat=0
split_feature=2 2 0 2 13 0 12 42 12 0 474 51 15 42 42 42 151
split_gain=0.776929 0.547561 0.502654 0.284134 0.341708 0.309672 0.534278 0.26712 0.303192 0.230115 0.184854 0.206012 0.242519 0.148557 0.146496 0.310911 0.17876
threshold=-0.0091949999999999983 0.17000000000000001 -0.07385499999999999 0.098365000000000022 -0.41143499999999994 -0.071519999999999986 0.092495000000000008 0.09202500000000001 0.094305000000000014 -0.15653499999999998 0.023345000000000001 0.10446500000000002 -0.06784999999999998 0.11457500000000002 0.087495000000000003 -0.013204999999999998 -0.0038099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 9 -7 10 -9 -2 11 12 -6 14 15 -11 -16
right_child=1 -3 -4 4 7 6 -8 8 -10 13 -12 -13 -14 -15 16 -17 -18
leaf_value=0.013131154065955341 0.023474935105049711 -0.0036597611981193587 -0.0077041444799040414 -0.001334023298297012 0.0057823650708954226 0.030455892646122654 0.012370142009675374 -0.0038101878018205466 0.011577824212397593 0.015967920729634242 0.022731401824420162 0.022239489403089285 0.015443518561438578 0.0045965610863168468 0.025308942412487358 0.0094429561048566726 0.015038551570911904
leaf_weight=53 69 53 86 61 140 92 94 57 99 399 61 54 157 52 57 434 328
leaf_count=53 69 53 86 61 140 92 94 57 99 399 61 54 157 52 57 434 328
internal_value=0 0.0132124 0.000227325 0.0136284 0.0106088 0.0148727 0.0213254 0.0118946 0.00594376 0.013975 0.0141435 0.0126458 0.0108955 0.0134574 0.0138342 0.0125705 0.0165638
internal_weight=0 2207 139 2154 629 1525 186 568 156 1339 412 351 297 1270 1218 833 385
internal_count=2346 2207 139 2154 629 1525 186 568 156 1339 412 351 297 1270 1218 833 385
is_linear=0
shrinkage=0.16829


Tree=5262
num_leaves=16
num_cat=0
split_feature=1 2 2 13 51 13 52 148 52 2 13 1456 1 52 3
split_gain=0.648148 0.637004 0.359553 0.294752 0.255238 0.234718 0.302563 0.251785 0.225705 0.148346 0.133343 0.137805 0.163098 0.127314 0.0947901
threshold=0.11869500000000001 -1.0000000180025095e-35 0.11891500000000001 0.26171000000000005 0.096025000000000013 0.021935000000000003 0.088555000000000009 -1.0000000180025095e-35 0.51625500000000002 0.10457000000000001 -0.17933499999999997 0.094710000000000003 0.11189500000000001 -1.0000000180025095e-35 0.12991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 14 7 9 -1 10 13 -9 12 -12 -7 -4
right_child=1 2 4 -5 -6 6 -8 8 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0021731665623297 -0.012142837891269909 0.019283770477417524 -0.0061440459930299186 0.023798401413955624 0.012840644139580656 0.020061568141829796 -0.0025351539775153062 0.0036791173491387999 0.022426907013028581 0.0041189157311938007 0.012039074436311907 0.0037610720778415044 0.021338324063918657 0.0082587938832572438 0.0036405375582325792
leaf_weight=75 63 52 57 53 53 52 77 56 59 71 1459 55 56 53 55
leaf_count=75 63 52 57 53 53 52 77 56 59 71 1459 55 56 53 55
internal_value=0 0.00274404 0.00707431 0.0113809 0.00321559 0.011053 0.00624486 0.0117432 0.0121681 0.0100963 0.0117947 0.0120831 0.012384 0.0141211 -0.00132308
internal_weight=0 280 217 2066 165 2013 253 1760 1685 176 1626 1570 1515 105 112
internal_count=2346 280 217 2066 165 2013 253 1760 1685 176 1626 1570 1515 105 112
is_linear=0
shrinkage=0.16829


Tree=5263
num_leaves=23
num_cat=0
split_feature=1 52 1 2 2 11 1 4 2 43 49 52 49 43 50 130 1447 481 42 42 49 42
split_gain=32.4594 6.53629 4.45842 2.22611 1.72815 1.23687 0.881211 0.875191 1.04258 0.86153 0.782679 0.396568 0.408765 0.325068 0.243395 0.223458 0.228553 0.320786 0.214316 0.130495 0.0917314 0.0683202
threshold=0.104035 -0.41304999999999997 0.12337000000000002 0.09857500000000001 1.0000000180025095e-35 0.075910000000000019 0.094405000000000003 0.51286500000000013 0.14307 -0.0090499999999999973 -1.0000000180025095e-35 -0.092059999999999989 0.097940000000000013 -1.0000000180025095e-35 0.10883000000000001 0.087820000000000023 -0.086059999999999984 -0.08452999999999998 0.093045000000000003 0.087365000000000012 0.092470000000000011 -0.089429999999999996
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 4 5 -3 6 14 8 -4 -6 -5 20 13 -13 15 16 -1 -18 -8 -16 -12 -17
right_child=1 2 7 10 9 -7 18 -9 -10 -11 11 12 -14 -15 19 21 17 -19 -20 -21 -22 -23
leaf_value=0.002194165674811508 0.0020580783216675382 0.0015079140333377407 0.00085472970296984752 0.0012911967401259001 0.00058401674951667228 0.0023678342969513828 0.0014870648810151701 0.00017946363835678943 0.00031013871524382858 0.0011077312986143217 0.0019714046084966744 0.0019066690690570144 0.0014071785082302823 0.0015683827932682524 0.0016827782185998531 0.0019078944530156814 0.0017244742158246628 0.0019843770197694997 0.0017911131377628712 0.0019200527225794169 0.0017754806140672689 0.0017321075353565259
leaf_weight=55 53 90 94 54 52 74 54 66 65 102 61 64 62 64 56 58 57 947 52 54 57 55
leaf_count=55 53 90 94 54 52 74 54 66 65 102 61 64 62 64 56 58 57 947 52 54 57 55
internal_value=0 0.00095921 0.000834955 0.00189257 0.00114402 0.00195007 0.00192777 0.000499639 0.00063232 0.000931121 0.00166024 0.00172483 0.0016301 0.0017378 0.00195182 0.00196608 0.00198135 0.00196966 0.00163655 0.00179958 0.00187706 0.00182265
internal_weight=0 522 469 1824 244 1462 1388 225 159 154 362 308 190 128 1282 1172 1059 1004 106 110 118 113
internal_count=2346 522 469 1824 244 1462 1388 225 159 154 362 308 190 128 1282 1172 1059 1004 106 110 118 113
is_linear=0
shrinkage=0.0032998


Tree=5264
num_leaves=28
num_cat=0
split_feature=4 3 3 43 3 14 0 4 157 13 133 43 13 12 0 3 3 15 12 150 13 133 15 0 43 49 15
split_gain=21.3803 7.13274 3.7059 2.58225 1.19531 0.959772 0.721022 0.691508 0.676256 0.554953 0.758853 0.525091 0.636157 0.382477 0.374025 0.331376 0.28098 0.230693 0.188028 0.163363 0.157362 0.122395 0.106467 0.156134 0.0729198 0.0533104 0.0356998
threshold=0.30163500000000004 -0.065259999999999999 0.30112000000000005 -0.035884999999999993 0.10812000000000001 -0.42214499999999994 -0.099059999999999995 0.053255000000000004 -0.00078499999999999989 0.0049200000000000008 -0.00027499999999999996 -0.090809999999999988 -0.016289999999999995 0.09697500000000002 -0.077639999999999987 -0.081784999999999983 -0.14265999999999998 -0.08760999999999998 0.083715000000000026 0.087865000000000013 -0.087359999999999979 -0.07218999999999999 -0.082674999999999985 -0.082824999999999982 -0.14495499999999997 0.0016050000000000003 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 11 8 -2 -7 9 -5 15 -11 -3 -13 25 17 18 -12 -10 -1 20 -20 26 -23 -24 -18 -9 -17
right_child=5 2 -4 4 -6 6 -8 13 14 10 16 12 -14 -15 -16 21 24 -19 19 -21 -22 22 23 -25 -26 -27 -28
leaf_value=0.0015203222597795444 0.00050955171032491392 0.00085370231070627475 -3.798263496383483e-06 0.0015442319919051458 0.00070902465031721473 0.00022191012378713408 -0.00017731605164457654 0.0010990158148320331 0.0010887247895075697 0.00078519095212853027 0.00138365906140064 0.00074179898426527161 0.00025839929320253775 0.00082754991686087803 0.00089698373875863788 0.0012768894311127059 0.0012213434971585378 0.0013886126323467613 0.0015000350665913072 0.001178204056296523 0.0013358989861691588 0.0013082262821473272 0.0010203799889388757 0.0012208111081488768 0.0010503132108218686 0.0012499536376674701 0.0014107652909444578
leaf_weight=74 57 58 54 52 67 99 98 66 65 52 83 53 68 54 59 56 56 52 78 64 483 92 59 179 64 52 52
leaf_count=74 57 58 54 52 67 99 98 66 65 52 83 53 68 54 59 56 56 52 78 64 483 92 59 179 64 52 52
internal_value=0 0.00114641 0.000814601 0.000907911 0.00109777 0.000132427 2.31315e-05 0.0012584 0.00121185 0.00128291 0.00114272 0.000594814 0.000470428 0.00105983 0.00111345 0.00131432 0.00123414 0.00122231 0.00135945 0.00134035 0.00135878 0.00124222 0.00120956 0.00117127 0.00113042 0.00116583 0.00134167
internal_weight=0 2092 528 474 295 254 197 1564 228 1392 255 179 121 172 176 1137 203 117 699 625 561 438 330 238 120 118 108
internal_count=2346 2092 528 474 295 254 197 1564 228 1392 255 179 121 172 176 1137 203 117 699 625 561 438 330 238 120 118 108
is_linear=0
shrinkage=0.0032998


Tree=5265
num_leaves=12
num_cat=0
split_feature=2 124 48 3 15 15 13 41 3 48 0
split_gain=0.537674 0.399955 0.401026 0.370634 0.830703 0.290686 0.199558 0.152098 0.199827 0.145599 0.0559872
threshold=0.16730000000000003 -0.085309999999999983 -0.087924999999999989 0.10632000000000001 -0.043644999999999996 -0.41971499999999995 0.26171000000000005 0.083975000000000008 -0.14443999999999999 0.091220000000000009 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 5 9 -4 7 8 -7 -5 -1
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0051084718658733095 -0.005404439229082964 0.026520905144054936 0.0027166187328728402 0.019517855727574158 -0.010614276287685513 0.018820872403345224 0.022665346605668373 0.0040999307260857999 0.012103179183146663 0.0071944500704522575 -0.00269025762322413
leaf_weight=52 55 52 88 53 67 137 55 62 1636 57 52
leaf_count=52 55 52 88 53 67 137 55 62 1636 57 52
internal_value=0 0.0114098 0.0118905 0.0115366 0.00414335 0.0121973 0.0126378 0.0123363 0.0126233 0.0131484 0.00119183
internal_weight=0 2311 2207 2155 177 1978 1890 1835 1773 110 104
internal_count=2366 2311 2207 2155 177 1978 1890 1835 1773 110 104
is_linear=0
shrinkage=0.16829


Tree=5266
num_leaves=20
num_cat=0
split_feature=1 43 4 50 40 0 3 160 3 13 132 132 51 457 43 43 132 4 12
split_gain=0.509725 0.377411 0.385505 0.335125 0.334805 0.304287 0.25668 0.219399 0.324272 0.201457 0.175342 0.164732 0.148785 0.124582 0.111714 0.189724 0.103876 0.0279433 0.0247416
threshold=0.096325000000000008 0.055170000000000004 -0.14538499999999996 0.10616500000000001 -0.0057599999999999986 -0.15653499999999998 0.011825000000000002 -0.0089499999999999979 -0.008649999999999998 -0.0094049999999999984 0.10676500000000001 1.0000000180025095e-35 -0.04652499999999999 0.085130000000000025 -0.040789999999999993 -0.020694999999999995 -1.0000000180025095e-35 -0.040969999999999993 0.095165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 12 4 9 -1 10 -6 18 -4 11 13 -2 14 16 -16 -7 -13 -9
right_child=1 -3 3 -5 7 6 -8 8 -10 -11 -12 17 -14 -15 15 -17 -18 -19 -20
leaf_value=0.021316315004570031 0.0065825976615477679 0.016397221261369933 0.011052695763982122 0.013780757631229986 0.0048118678846480554 0.015835404061930087 0 -0.0020843648698717489 -0.013013418261597517 -0.0015285210892794097 0.002781417336555863 0.020288574980302891 0.018973074346487005 0.017948285884474204 0.021549310185843877 0.010927542241665996 0.0079358359046699817 0.014609679913313486 0.0029279945023086939
leaf_weight=74 55 77 100 59 72 52 66 60 98 56 76 54 56 63 52 624 568 52 52
leaf_count=74 55 77 100 59 72 52 66 60 98 56 76 54 56 63 52 624 568 52 52
internal_value=0 0.0052899 0.00388026 0.00187338 0.000265318 0.0107424 0.0102544 -0.00319103 -0.00594343 0.00652485 0.0106946 0.0111039 0.0128498 0.0106021 0.0102436 0.0117473 0.00860128 0.0175197 0.000226761
internal_weight=0 685 608 497 438 1681 1607 282 210 156 1541 1465 111 1359 1296 676 620 106 112
internal_count=2366 685 608 497 438 1681 1607 282 210 156 1541 1465 111 1359 1296 676 620 106 112
is_linear=0
shrinkage=0.16829


Tree=5267
num_leaves=11
num_cat=0
split_feature=2 124 47 34 16 0 148 1375 0 2
split_gain=0.341012 0.258205 0.178236 0.194454 0.187085 0.241282 0.189789 0.200564 0.0806998 0.0383152
threshold=0.16730000000000003 -0.085309999999999983 0.11043500000000002 -1.0000000180025095e-35 -0.52595999999999987 -0.17785499999999996 -0.077339999999999978 -0.074434999999999987 -0.07081999999999998 0.091005000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 -5 -6 -7 -8 -4 -1
right_child=-2 2 8 4 5 6 7 -9 -10 -11
leaf_value=0.0029694993737462648 -0.0054534120828992937 0.018009012435646194 0.0056893995195832466 -0.00037266515112609699 0.017553914463540852 0.018363558183273027 0.017151949420993618 0.0076772916975581399 -0.0028542219515205257 -0.0034881743886834775
leaf_weight=52 55 62 78 66 84 52 66 1747 52 52
leaf_count=52 55 62 78 66 84 52 66 1747 52 52
internal_value=0 0.00793571 0.00832188 0.00870055 0.00841325 0.00871169 0.00831247 0.0080232 0.00225813 -0.000242063
internal_weight=0 2311 2207 2077 2015 1949 1865 1813 130 104
internal_count=2366 2311 2207 2077 2015 1949 1865 1813 130 104
is_linear=0
shrinkage=0.16829


Tree=5268
num_leaves=19
num_cat=0
split_feature=1 43 156 16 0 3 0 0 3 4 4 15 4 4 4 3 16 15
split_gain=0.303527 0.263365 0.276789 0.351991 0.444742 0.358762 0.34873 0.178381 0.171785 0.159037 0.298736 0.140974 0.134628 0.14215 0.232908 0.186692 0.136752 0.162158
threshold=0.096325000000000008 0.055170000000000004 0.087825000000000014 -0.019749999999999993 -0.074434999999999987 0.30112000000000005 -0.052619999999999993 -0.15653499999999998 0.011825000000000002 0.40473500000000007 0.50779500000000011 -0.075694999999999985 -0.15333499999999997 0.059230000000000012 0.17982000000000001 -0.058704999999999993 -0.097499999999999989 -0.094124999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 9 -6 -1 12 11 -11 -2 -9 15 -15 16 -14 -18
right_child=1 -3 -4 4 6 -7 -8 8 -10 10 -12 -13 13 14 -16 -17 17 -19
leaf_value=0.015657888026245518 0.005696083258883565 0.012627648448210143 0.010218390241434058 -0.01862889711304784 0.010022954506288376 -0.0084202661564840124 -0.0082757736658852429 0.00070704738028305291 -0.0011996146577582763 -0.0043922784028787853 0.011760183621113862 0.016451800555157808 0.014546840138269681 -0.002858401259742978 0.01066704253433819 0.016638862077574285 0.00056513719696312968 0.0080637574787179589
leaf_weight=74 85 77 101 52 54 57 65 78 66 81 54 59 84 84 63 75 89 1068
leaf_count=74 85 77 101 52 54 57 65 78 66 81 54 59 84 84 63 75 89 1068
internal_value=0 0.00335027 0.00217239 0.000565993 -0.00564555 0.00373257 1.27536e-05 0.0075586 0.00718452 0.00622185 0.0020554 0.0101154 0.00754477 0.0079081 0.002926 0.00846324 0.0079677 0.00748849
internal_weight=0 685 608 507 171 336 119 1681 1607 279 135 144 1541 1463 147 1316 1241 1157
internal_count=2366 685 608 507 171 336 119 1681 1607 279 135 144 1541 1463 147 1316 1241 1157
is_linear=0
shrinkage=0.16829


Tree=5269
num_leaves=22
num_cat=0
split_feature=1 52 123 47 52 0 15 52 0 1453 15 15 475 43 43 1 0 1 0 150 52
split_gain=12.0962 2.70063 1.41044 1.29322 0.908697 0.541365 0.369512 0.346674 0.55233 0.296872 0.383415 0.413392 0.448109 0.289921 0.239621 0.189462 0.157273 0.156347 0.114309 0.041251 0.0137834
threshold=0.10538500000000002 -0.40809499999999993 1.0000000180025095e-35 0.078345000000000012 0.12371000000000001 -0.10220499999999998 -0.41606999999999994 -0.55582999999999994 -0.066849999999999979 -0.077764999999999987 0.076335000000000014 -0.006494999999999999 -1.0000000180025095e-35 0.015110000000000002 -0.040789999999999993 0.089875000000000024 0.047740000000000012 0.12337000000000002 -0.097414999999999988 0.082295000000000021 -0.025904999999999994
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=2 -2 7 4 5 19 -7 -1 9 -9 11 12 -11 16 15 -12 20 -5 -16 -3 -10
right_child=1 3 -4 17 -6 6 -8 8 13 10 14 -13 -14 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.001785766222304823 0.0016201704563544991 0.00090595858705709001 0.0010720598470187791 0.001244498892268586 0.0011237278330936051 0.00071612585927765822 0.00040433303837594315 0.0017735407417867773 0.0013142703280482654 0.0016423109944935911 0.0015468917245162683 0.0012036728555475801 0.0014421434294540445 0.0011821554604898169 0.0017810934005222504 0.0013183426498330085 0.0015659643813052179 0.0010021192547179291 0.001609710582590664 0.00077184067922214693 0.001408444651812613
leaf_weight=55 56 62 79 71 58 78 90 59 57 173 206 58 443 67 52 52 70 53 421 52 54
leaf_count=55 56 62 79 71 58 78 90 59 57 173 206 58 443 67 52 52 70 53 421 52 54
internal_value=0 0.000934956 0.00150494 0.000852182 0.000746677 0.000669002 0.000549304 0.00152427 0.00151585 0.00154044 0.00153063 0.00147311 0.00149842 0.00137055 0.00158362 0.00150096 0.0014401 0.00114119 0.00162863 0.000845091 0.0013604
internal_weight=0 520 1846 464 340 282 168 1767 1712 1464 1405 674 616 248 731 258 181 124 473 114 111
internal_count=2366 520 1846 464 340 282 168 1767 1712 1464 1405 674 616 248 731 258 181 124 473 114 111
is_linear=0
shrinkage=0.0032998


Tree=5270
num_leaves=14
num_cat=0
split_feature=4 2 16 0 1446 11 3 148 0 12 160 52 12
split_gain=0.298192 0.339333 0.24062 0.36201 0.23552 0.256439 0.259162 0.202051 0.179397 0.160748 0.140859 0.145334 0.115061
threshold=0.27161500000000005 0.10045500000000002 -0.11118499999999999 -0.22022999999999995 0.10428500000000002 0.077290000000000011 -0.116045 -0.0084749999999999982 -0.10490499999999998 0.08536500000000001 -0.11201999999999999 0.022635000000000006 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -4 5 6 -5 -8 -3 -9 -1 12 -12
right_child=1 8 3 4 -6 -7 7 9 -10 -11 11 -13 -14
leaf_value=0.018590342595635655 -0.0079703620817117068 0.010189456494013644 -0.0063326007284679282 -0.0047597123095212751 -0.0039688977392199499 0.015523676638875028 0.016676104290148725 0.0040718904514160164 -0.00027662827009314848 0.007893090671487234 0.01818226583861212 0.0042607310307255725 0.0074831155390230886
leaf_weight=66 81 95 61 54 55 99 60 458 90 993 65 85 52
leaf_count=66 81 95 61 54 55 99 60 458 90 993 65 85 52
internal_value=0 0.00110492 0.00710247 0.00639246 0.00684506 0.00720357 0.0066761 0.00708599 0.00508814 0.00668819 0.0118115 0.00958775 0.0134424
internal_weight=0 266 2048 1780 1719 1664 1565 1511 185 1451 268 202 117
internal_count=2314 266 2048 1780 1719 1664 1565 1511 185 1451 268 202 117
is_linear=0
shrinkage=0.16829


Tree=5271
num_leaves=14
num_cat=0
split_feature=9 42 47 376 15 160 16 12 49 12 12 1 12
split_gain=0.354882 0.236465 0.239122 0.246545 0.243164 0.197426 0.17517 0.288828 0.4737 0.172878 0.137307 0.245312 0.102266
threshold=0.09055500000000001 0.13495000000000004 0.11043500000000002 1.0000000180025095e-35 -0.37478999999999996 -0.061724999999999995 -0.11010999999999999 0.084160000000000013 -0.054509999999999996 0.087905000000000025 1.0000000180025095e-35 0.077300000000000021 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 10 8 -8 -9 -6 -12 -4
right_child=-2 -3 12 -5 6 -7 7 9 -10 -11 11 -13 -14
leaf_value=0.0050346400910874292 -0.0083968543327598514 0.016669823830602934 -0.0060250071206297811 0.01429300416981061 0.015115271687745867 -0.0094176315151441904 0.011680680778353441 0.009430047301173498 -0.0022460244404543918 0.0050651913928714196 0.011667476815765172 -0.00023108112285738641 0.0036132332420306043
leaf_weight=52 52 54 70 93 90 55 91 375 288 829 131 78 56
leaf_count=52 52 54 70 93 90 55 91 375 288 829 131 78 56
internal_value=0 0.00565129 0.005381 0.00581204 0.00541459 -0.00237731 0.00585854 0.00515047 0.00109311 0.00642617 0.0096013 0.00721827 -0.00172709
internal_weight=0 2262 2208 2082 1989 107 1882 1583 379 1204 299 209 126
internal_count=2314 2262 2208 2082 1989 107 1882 1583 379 1204 299 209 126
is_linear=0
shrinkage=0.16829


Tree=5272
num_leaves=22
num_cat=0
split_feature=1 52 1 12 14 147 16 15 12 4 1 12 12 0 12 4 16 52 4 12 0
split_gain=9.43452 2.19477 0.809237 0.955784 0.751832 0.727943 0.42187 0.415965 0.361034 0.308528 0.287389 0.575534 0.327044 0.303539 0.277637 0.266099 0.219081 0.170809 0.162815 0.186865 0.094019
threshold=0.10312500000000001 -0.42364999999999992 0.12450500000000002 0.086085000000000009 0.062655000000000016 0.087210000000000024 -0.41163499999999992 -0.043644999999999996 0.11769500000000001 0.029980000000000003 0.086920000000000011 0.08536500000000001 0.082295000000000021 -0.079119999999999982 0.085425000000000015 0.094510000000000025 0.21684500000000004 -0.069924999999999987 -0.080164999999999986 0.093840000000000021 -0.099329999999999988
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=4 -2 3 7 5 8 -4 9 10 -3 12 17 20 14 -14 -8 -15 -12 -13 -20 -1
right_child=1 2 6 -5 -6 -7 15 -9 -10 -11 11 18 13 16 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0013928668591718263 0.0011884749028330417 0.00040082852096176764 0.00017868852325453845 0.00090148421902531441 0.0014388836569833832 0.00071952242117280887 0.00032514188443992937 0.0002427621623329288 0.00083073639889273199 0.0007327022873813261 0.00094245341170528173 0.0012294736269110604 0.0010462327781126212 0.0010760451851289728 0.0011845418051649758 0.00063654691458087467 0.00088162950399841731 0.00067905456664800186 0.0011208884862600962 0.00089552713391010264 0.0012086635146412083
leaf_weight=52 60 53 83 96 66 60 59 52 57 74 59 81 235 216 524 62 93 52 130 61 89
leaf_count=52 60 53 83 96 66 60 59 52 57 74 59 81 235 216 524 62 93 52 130 61 89
internal_value=0 0.000593071 0.000518417 0.000635403 0.0010917 0.00107828 0.000360544 0.000492503 0.00109131 0.000594481 0.00110062 0.00102085 0.00112585 0.00110589 0.00114177 0.000484996 0.00101765 0.000819377 0.00110294 0.0010491 0.00127685
internal_weight=0 539 479 275 1775 1709 204 179 1649 127 1592 383 1209 1068 759 121 309 111 272 191 141
internal_count=2314 539 479 275 1775 1709 204 179 1649 127 1592 383 1209 1068 759 121 309 111 272 191 141
is_linear=0
shrinkage=0.0032998


Tree=5273
num_leaves=20
num_cat=0
split_feature=1 3 4 4 1 14 12 1 3 4 133 4 13 1446 160 4 3 13 160
split_gain=16.193 4.51535 2.54043 1.29497 1.06612 0.766868 1.12616 0.917979 0.647355 0.564367 0.501881 0.394119 0.272463 0.34028 0.294146 0.288489 0.192108 0.133245 0.0668115
threshold=0.10312500000000001 -0.044019999999999997 0.41257000000000005 0.25472500000000003 0.12450500000000002 0.062655000000000016 0.083425000000000013 0.088595000000000021 1.0000000180025095e-35 -0.039459999999999995 -1.0000000180025095e-35 -0.14994999999999997 -0.085409999999999986 0.088360000000000008 -0.089549999999999991 -0.080164999999999986 0.12991000000000003 -0.09219999999999999 -1.0000000180025095e-35
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 9 5 8 6 7 10 -3 -2 -1 -8 14 15 -13 -14 -6 -16 -12
right_child=1 4 -4 -5 16 -7 11 -9 -10 -11 18 12 13 -15 17 -17 -18 -19 -20
leaf_value=0.0012680459131536475 0.001766569367720468 0.00062035014332983724 0.00068779011884333695 0.001087898898408175 0.0003637560130859341 0.0019465577757435991 0.0013756116285037823 0.0011380801828375722 0.001044833844662471 0.0013567032899333808 0.001559490936133342 0.0019189305146748742 0.0017088385468956358 0.0013849862076862011 0.0017934734125737259 0.0015831988072821063 0.0005937615142877716 0.0016110759166700634 0.0017292908980957289
leaf_weight=54 60 67 55 57 72 66 70 102 96 98 52 67 305 72 67 637 91 159 67
leaf_count=54 60 67 55 57 72 66 70 102 96 98 52 67 305 72 67 637 91 159 67
internal_value=0 0.000925939 0.00129977 0.00157917 0.000681583 0.00159544 0.00158139 0.00138771 0.000870569 0.00151257 0.00153469 0.00162005 0.00163311 0.00160699 0.00172342 0.00162392 0.00049238 0.00166531 0.00165539
internal_weight=0 539 213 1775 326 1718 1652 275 163 158 173 1377 1307 1014 293 942 163 226 119
internal_count=2314 539 213 1775 326 1718 1652 275 163 158 173 1377 1307 1014 293 942 163 226 119
is_linear=0
shrinkage=0.0032998


Tree=5274
num_leaves=22
num_cat=0
split_feature=4 133 43 1455 2 43 133 1446 4 4 129 43 15 2 15 15 42 52 43 52 52
split_gain=0.250001 0.348507 0.233004 0.212153 0.220785 0.217348 0.282424 0.282052 0.262026 0.29692 0.228293 0.230256 0.214114 0.201659 0.178764 0.172389 0.145056 0.140762 0.139536 0.130437 0.0687747
threshold=0.26450500000000005 0.085980000000000015 -0.072864999999999985 0.10563500000000002 -0.013254999999999998 -0.081324999999999995 -0.010174999999999998 0.082445000000000004 -0.21586499999999997 -0.08397499999999998 0.048480000000000009 -0.082534999999999983 0.092855000000000007 0.10045500000000002 -0.10245999999999998 -0.41880499999999993 -0.065449999999999994 -0.14794999999999997 -0.0049499999999999987 0.078180000000000013 -0.24264499999999997
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 -2 4 -1 7 14 10 20 -10 11 17 -11 -4 -7 -15 19 -6 -18 -16 -8
right_child=1 -3 13 -5 5 6 8 -9 9 12 -12 -13 -14 15 16 -17 18 -19 -20 -21 -22
leaf_value=0.016699030664076287 -0.010762622530931843 0.013817055172791214 -0.0068588487796417547 0.017541308060244627 0.016492672934881464 0.017705374153990823 0.0059812999713539268 -0.0026797040256216248 -0.0084664544670448264 0.0013878619554839849 0.0011738298506058875 0.022094995830475753 0.0087598350647065931 0.01176178635924955 0.0077970109546768038 -0.00061744737023909863 0.014015352393935933 0.0086345604410032282 0.0065065789695930784 -0.0032876301929783726 0.013570956063980694
leaf_weight=60 55 54 54 52 81 52 66 53 70 488 70 52 145 62 60 65 109 333 201 60 72
leaf_count=60 55 54 54 52 81 52 66 53 70 488 70 52 145 62 60 65 109 333 201 60 72
internal_value=0 0.00161828 -0.00116535 0.00690996 0.00662871 0.00631176 0.00511141 0.00900491 0.00324646 0.00192717 0.0101636 0.0115102 0.00307938 0.00174103 0.00836168 0.00541181 0.00722757 0.0101764 0.00915256 0.00223972 0.00995414
internal_weight=0 290 236 2024 1972 1912 1323 589 841 703 536 466 633 181 482 127 430 414 310 120 138
internal_count=2314 290 236 2024 1972 1912 1323 589 841 703 536 466 633 181 482 127 430 414 310 120 138
is_linear=0
shrinkage=0.16829


Tree=5275
num_leaves=12
num_cat=0
split_feature=0 15 14 376 4 12 133 483 12 40 159
split_gain=0.473606 0.437495 0.430162 0.34718 0.246559 0.244695 0.206545 0.213847 0.3429 0.196042 0.189685
threshold=0.12539500000000003 -0.45015499999999992 -0.072219999999999993 0.080200000000000007 -0.38908499999999996 0.085425000000000015 0.50628500000000021 0.049115000000000006 0.085465000000000013 -0.07334499999999998 0.10634
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 -4 7 9 -9 -6 -1
right_child=-2 2 3 -5 6 -7 -8 8 -10 -11 -12
leaf_value=0.0010831124438757532 -0.0093905687884249869 0.018095608308287853 0.020468053003262217 -0.0061252105544689888 -0.0046074874833710979 0.0047222604631289179 0.012935423303108701 0.018998400196382766 0.0048471970318320276 0.0043601486708773696 -0.012726471275819306
leaf_weight=61 67 74 60 76 72 53 89 73 146 1581 52
leaf_count=61 67 74 60 76 72 53 89 73 146 1581 52
internal_value=0 0.00495117 0.00547059 0.00503522 0.00544505 0.0130988 0.0050031 0.00462501 0.00957247 0.00396846 -0.00525584
internal_weight=0 2337 2224 2150 2074 113 1961 1872 219 1653 113
internal_count=2404 2337 2224 2150 2074 113 1961 1872 219 1653 113
is_linear=0
shrinkage=0.16829


Tree=5276
num_leaves=15
num_cat=0
split_feature=12 3 15 147 15 11 133 12 3 15 123 0 12 39
split_gain=8.71735 3.2383 2.80476 2.34984 1.54851 1.374 1.3713 1.2065 0.85622 0.815903 0.687859 0.515401 0.457236 0.271671
threshold=-0.011819999999999999 0.17646500000000004 -0.37478999999999996 0.089365000000000014 -0.26826999999999995 1.0000000180025095e-35 -0.0097699999999999992 0.11769500000000001 -0.12077499999999998 0.029300000000000003 0.081990000000000021 -0.097414999999999988 -0.08947999999999999 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 13 7 -6 8 -4 -7 -8 -10 -12 -1
right_child=1 -3 3 -5 6 9 10 -9 11 -11 12 -13 -14 -15
leaf_value=0.00017930045417534744 0.00062103281986829791 0.00044580934364216862 0.0009336811031312993 0.0006807587156321545 0.0012636656822105606 0.001448828599398736 0.00099299003516422507 0.00085972728859296584 0.0011826289677326469 0.0019663100741413486 0.00075368342571301985 0.0013545836455941184 0.00032809052075096032 0.00051640541883358571
leaf_weight=52 68 52 62 64 60 95 52 66 224 52 53 1393 58 53
leaf_count=52 68 52 62 64 60 95 52 66 224 52 53 1393 58 53
internal_value=0 0.00125993 0.00128083 0.00130375 0.00068079 0.00132481 0.000836482 0.0012989 0.00131614 0.00163212 0.000679021 0.00133078 0.000531619 0.000349794
internal_weight=0 2076 2024 1956 328 1892 223 1745 1679 147 163 1617 111 105
internal_count=2404 2076 2024 1956 328 1892 223 1745 1679 147 163 1617 111 105
is_linear=0
shrinkage=0.0032998


Tree=5277
num_leaves=24
num_cat=0
split_feature=12 12 13 13 12 0 52 11 12 0 0 42 0 52 16 52 16 15 13 0 1213 1213 43
split_gain=8.98461 3.06449 2.51036 1.67666 0.979855 0.921271 0.851303 0.604774 0.733364 0.556381 0.523587 0.489992 0.445059 0.315501 0.291084 0.283194 0.344687 0.255014 0.229144 0.186476 0.166034 0.127357 0.200975
threshold=0.077755000000000005 0.10676000000000001 -0.0042049999999999995 1.0000000180025095e-35 0.13969000000000004 -0.097414999999999988 -0.085924999999999987 1.0000000180025095e-35 0.093270000000000006 -0.10120999999999998 -0.079249999999999987 0.086895000000000014 -0.13740499999999997 1.0000000180025095e-35 -0.073494999999999991 -0.068499999999999991 0.40052000000000004 -0.03886499999999999 0.0019650000000000002 -0.080634999999999984 -0.10156 -0.021674999999999996 -0.042649999999999993
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 7 5 6 17 12 -4 9 -9 -2 18 -7 -1 14 -8 16 -12 -3 19 20 -11 -17 -23
right_child=1 4 3 -5 -6 11 13 8 -10 10 15 -13 -14 -15 -16 21 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00040427892781039264 0.00078525475496345155 0.00067528939066467143 0.0012360616010088127 0.00039196302583324304 0.00026966920896036019 3.3467535389374392e-05 0.00055051094208257443 0.0014983103613931033 0.0010176251250269277 0.00095324822391228679 0.00064228822459160223 0.00037844501740189637 0.00079456387285907698 0.0010007180348931019 0.00088030840838566069 0.0011800688981594234 0.00098701259971678123 0.00095083162583623989 0.00094355059162417991 0.0013125317450535905 0.0011313567341714888 0.0011004570983412 0.00090361635223804471
leaf_weight=79 81 96 65 94 55 93 67 77 64 65 55 87 54 55 53 53 77 61 81 59 699 110 124
leaf_count=79 81 96 65 94 55 93 67 77 64 65 55 87 54 55 53 53 77 61 81 59 699 110 124
internal_value=0 0.00102212 0.000567128 0.000766196 0.000649673 0.000354592 0.000912624 0.00107321 0.00128038 0.00105238 0.0010687 0.000200402 0.000563005 0.000792289 0.000696465 0.000971621 0.000843644 0.000782572 0.00111366 0.00113036 0.00111625 0.00103036 0.000996299
internal_weight=0 1757 647 334 212 313 240 1545 141 1404 1323 180 133 175 120 419 132 157 904 823 764 287 234
internal_count=2404 1757 647 334 212 313 240 1545 141 1404 1323 180 133 175 120 419 132 157 904 823 764 287 234
is_linear=0
shrinkage=0.0032998


Tree=5278
num_leaves=19
num_cat=0
split_feature=4 12 2 4 376 4 3 0 12 2 0 0 3 4 16 0 12 0
split_gain=10.972 4.95485 3.68811 1.42178 0.754157 0.705411 1.06008 0.810708 0.49453 0.538837 0.446199 0.458535 0.414191 0.391028 0.652254 0.221179 0.220018 0.207556
threshold=0.40124500000000002 -0.011819999999999999 0.13880500000000004 -0.019794999999999997 0.048375000000000008 -0.072529999999999983 0.092330000000000009 -0.081909999999999997 -0.08731499999999999 0.11517500000000001 -0.14216999999999999 -0.096594999999999986 -0.096099999999999977 -0.49432999999999994 0.062365000000000011 -0.094124999999999986 0.094435000000000005 -0.071519999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 13 7 10 -2 -10 -7 -12 -9 -3 15 -15 -14 -17
right_child=8 2 -4 4 -6 6 -8 12 9 -11 11 -13 16 14 -16 17 -18 -19
leaf_value=0.00030541621712949042 0.00025927249025763994 0.0015760109478669545 0.00050204368834720528 0.0011006709213061891 0.00061574090192981061 0.0016382238287437343 0.00087426577722180627 0.0008891651825356599 0.00080868762397043423 0.00043299215751183879 0.0011560529703351517 0.001383741993310435 0.0013092872699283049 0.0015740999395189709 0.0010358146261682289 0.0013440301029314832 0.0011342563945794977 0.0015527242725173606
leaf_weight=58 71 100 64 92 57 57 76 53 71 102 130 400 137 63 65 550 198 60
leaf_count=58 71 100 64 92 57 57 76 53 71 102 130 400 137 63 65 550 198 60
internal_value=0 0.00123051 0.00128199 0.000744655 0.000915397 0.00130839 0.00125109 0.00128043 0.000492053 0.000587383 0.00135815 0.00132796 0.00116276 0.00138021 0.00135363 0.00138428 0.00120594 0.00136462
internal_weight=0 2160 1953 207 149 1889 1051 975 244 173 587 530 388 838 738 673 335 610
internal_count=2404 2160 1953 207 149 1889 1051 975 244 173 587 530 388 838 738 673 335 610
is_linear=0
shrinkage=0.0032998


Tree=5279
num_leaves=17
num_cat=0
split_feature=12 0 13 3 133 12 3 48 49 1 3 43 52 0 0 13
split_gain=0.40081 0.495834 0.42735 0.552824 0.524925 0.385171 0.361066 0.345921 0.323332 0.269216 0.235369 0.214657 0.212802 0.16916 0.332765 0.136045
threshold=-0.011819999999999999 0.0037850000000000002 0.0083850000000000018 -0.14070999999999997 -0.0081099999999999974 -0.10236499999999998 -0.096099999999999977 -0.023659999999999997 0.13302000000000003 0.10776500000000001 -0.097829999999999986 -0.15109999999999998 -0.41304999999999997 -0.14151499999999997 -0.10891999999999999 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1 -5 -8 13 15 11 -6 -13 -9 -15 -7
right_child=2 -3 4 6 10 9 7 8 -10 -11 -12 12 -14 14 -16 -17
leaf_value=0.014809833967334382 0.021915958924434459 -0.013527434352476603 -0.010890966643391736 -0.0046872641958793544 0.015096962838847859 5.5877053166838208e-05 -0.0025591992418634111 0.01491836280004649 0.021516073375065944 -0.0063179541034743894 -0.0022465034128010953 0.011060528607635234 -0.003796069329500423 -0.0041090351413434938 0.0082147877904365785 0.012095217538711022
leaf_weight=67 79 57 74 66 79 55 83 97 53 97 85 54 55 65 1286 52
leaf_count=67 79 57 74 66 79 55 83 97 53 97 85 54 55 65 1286 52
internal_value=0 0.00073286 0.00706966 0.00815162 0.00167339 0.00373889 0.00749151 0.00800009 0.00858518 9.40345e-05 0.0050857 0.00841035 0.0035476 0.00811064 0.00762053 0.00592356
internal_weight=0 328 2076 1729 347 271 1650 1584 1501 204 273 188 109 1448 1351 107
internal_count=2404 328 2076 1729 347 271 1650 1584 1501 204 273 188 109 1448 1351 107
is_linear=0
shrinkage=0.16829


Tree=5280
num_leaves=24
num_cat=0
split_feature=4 12 1 2 12 11 4 51 42 11 1 123 0 0 12 42 42 42 15 4 13 12 13
split_gain=40.9845 12.1666 6.1766 3.00928 1.20077 0.951458 1.01053 0.919764 0.782587 0.504066 0.477083 0.438074 0.438018 0.374223 0.335007 0.260149 0.228366 0.223969 0.22267 0.176986 0.157704 0.0905401 0.0888064
threshold=0.30163500000000004 0.054520000000000006 0.104035 0.12358500000000001 -0.08731499999999999 1.0000000180025095e-35 0.0051600000000000005 -0.096089999999999981 0.086855000000000016 0.085630000000000026 0.093575000000000019 0.081180000000000016 -0.11471499999999998 -0.079119999999999982 0.095815000000000011 0.088305000000000008 0.087005000000000013 -0.077669999999999989 -0.0043649999999999991 -0.076184999999999989 0.0019650000000000002 0.091800000000000007 -0.085784999999999986
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=1 2 7 5 -2 6 13 -1 12 -7 18 -4 -6 15 22 20 17 -15 -9 -18 -3 -17 -8
right_child=4 3 11 -5 8 9 14 10 -10 -11 -12 -13 -14 16 -16 21 19 -19 -20 -21 -22 -23 -24
leaf_value=0.0070767169891032457 0.0051475650309511338 0.0071387025216773118 0.0060073464918460537 0.0062814997640199969 0.0055842009439193855 0.0075355681071966824 0.0070469977442703668 0.0068150028595486689 0.0053406905108046463 0.0071086099189316149 0.0063523458351939423 0.0056378934480096543 0.0059841131479289045 0.0069918971452035969 0.0066609868512086095 0.0070202166185566271 0.0071718096152588442 0.0067198946780359396 0.0065364953608389488 0.0069483917171219989 0.0069745339226341425 0.006829932081723394 0.0068351686182003078
leaf_weight=54 75 578 98 62 61 60 55 86 64 73 71 62 69 73 110 167 74 86 66 141 96 54 79
leaf_count=54 75 578 98 62 61 60 55 86 64 73 71 62 69 73 110 167 74 86 66 141 96 54 79
internal_value=0 0.00687462 0.00638239 0.00700054 0.0055075 0.0070276 0.0070035 0.00668146 0.00564647 0.00730149 0.00658559 0.0058644 0.00579673 0.0070417 0.00680468 0.00708047 0.00694883 0.006845 0.0066943 0.00702545 0.00711537 0.00697388 0.00692238
internal_weight=0 2145 437 1708 269 1646 1513 277 194 133 223 160 130 1269 244 895 374 159 152 215 674 221 134
internal_count=2414 2145 437 1708 269 1646 1513 277 194 133 223 160 130 1269 244 895 374 159 152 215 674 221 134
is_linear=0
shrinkage=0.0032998


Tree=5281
num_leaves=26
num_cat=0
split_feature=1 3 4 3 1 4 3 47 159 160 1 1 1213 15 1 50 50 16 4 3 151 15 15 15 13
split_gain=18.556 3.33848 1.73752 1.48584 1.1517 0.561832 0.492913 0.479473 0.390618 0.262468 0.247867 0.230013 0.226221 0.213184 0.208837 0.206479 0.253556 0.20785 0.138255 0.252107 0.169288 0.11482 0.158672 0.108462 0.0504717
threshold=0.104035 -0.049204999999999992 0.41181500000000004 -0.072579999999999992 0.11695500000000002 0.058330000000000007 -0.154195 0.085505000000000012 1.0000000180025095e-35 0.085090000000000013 0.092860000000000012 0.11332500000000002 0.087020000000000014 -0.40992999999999996 0.11181500000000001 1.0000000180025095e-35 0.091130000000000017 -0.075434999999999988 -0.083829999999999988 -0.093224999999999988 -0.090769999999999976 -0.088324999999999987 0.041820000000000003 -0.021179999999999997 -0.020084999999999995
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 11 6 14 8 -1 13 9 21 12 -2 15 -6 -3 18 -17 -18 19 -8 -20 -5 23 -23 -14
right_child=1 4 -4 5 7 -7 10 -9 -10 -11 -12 -13 24 -15 -16 16 17 -19 20 -21 -22 22 -24 -25 -26
leaf_value=0.0017148904667883629 0.0014370212581673245 0.00069333229433812685 0.00059555394084691716 0.0014605369325508813 0.00041560918362888304 0.0010364394506873593 0.0013879029217136706 0.00067529480087353546 0.0015623986743515663 0.001064015264702864 0.0013031094612517113 0.0011645195980831365 0.0015559564301817757 0.00017100671276908567 0.0009666384849800196 0.0017621522222155772 0.0013908525999470278 0.0016191564446291127 0.0015849401530490445 0.0016249085069081032 0.0014077548402372576 0.0013046189794667349 0.00140026087130426 0.0010879662341816106 0.0017136128055467109
leaf_weight=103 64 78 55 57 101 88 87 56 67 52 88 77 53 64 52 55 94 88 69 122 603 56 79 52 54
leaf_count=103 64 78 55 57 101 88 87 56 67 52 88 77 53 64 52 55 94 88 69 122 603 56 79 52 54
internal_value=0 0.000749035 0.0010942 0.00144028 0.000556192 0.00127479 0.00149296 0.000410896 0.00133248 0.00128032 0.00147552 0.00128846 0.00148788 0.000320947 0.000802926 0.00147368 0.00156209 0.00150143 0.00144986 0.00152642 0.001426 0.00132627 0.00128516 0.00120063 0.00163585
internal_weight=0 547 196 1867 351 451 1416 221 363 296 1313 141 1225 165 130 1118 237 182 881 209 672 244 187 108 107
internal_count=2414 547 196 1867 351 451 1416 221 363 296 1313 141 1225 165 130 1118 237 182 881 209 672 244 187 108 107
is_linear=0
shrinkage=0.0032998


Tree=5282
num_leaves=19
num_cat=0
split_feature=4 2 12 1 3 2 1 13 16 15 0 4 12 4 3 3 4 3
split_gain=9.29011 3.03145 2.04394 1.89827 1.34728 0.669084 0.647344 0.614904 0.509504 0.34803 0.340299 0.328847 0.305393 0.288325 0.580508 0.266454 0.176846 0.0935608
threshold=0.27161500000000005 0.14106500000000002 -1.0000000180025095e-35 0.092655000000000015 -0.14162499999999997 0.11123500000000001 0.14668500000000004 -0.011834999999999998 -0.41863499999999992 0.029300000000000003 -0.073284999999999975 0.41488500000000006 0.099815000000000015 -0.085574999999999984 0.088465000000000002 -0.08632999999999999 -0.46376499999999993 -0.070889999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 12 8 -5 11 16 -7 -2 13 15 -15 -6 -4 -14
right_child=6 -3 4 7 5 10 -8 -9 -10 -11 -12 -13 17 14 -16 -17 -18 -19
leaf_value=0.0013255561607122752 0.00095461554448836652 0.00054422642494118562 0.0015891186135527427 0.0008979289292273977 0.001316464690254427 0.00081824610055785253 0.00025262172352082162 0.00041353434674971045 0.00043990828435120917 0.0017818929265192144 0.0011535554517392195 0.00064418764898979209 0.0010726046111841463 0.0012812455138445291 0.00092515694921240128 0.0015620637090682941 0.0013124293297357113 0.0012288439248872881
leaf_weight=75 63 70 54 56 156 52 52 59 77 55 95 94 103 1095 53 73 52 80
leaf_count=75 63 70 54 56 156 52 52 59 77 55 95 94 103 1095 53 73 52 80
internal_value=0 0.00122043 0.00124341 0.000916683 0.00127662 0.00124931 0.000586746 0.00064972 0.000660845 0.00156605 0.00103518 0.000768979 0.00126946 0.00128649 0.00126484 0.00139491 0.00145372 0.0011411
internal_weight=0 2128 2058 190 1868 1707 286 115 234 161 147 157 1560 1377 1148 229 106 183
internal_count=2414 2128 2058 190 1868 1707 286 115 234 161 147 157 1560 1377 1148 229 106 183
is_linear=0
shrinkage=0.0032998


Tree=5283
num_leaves=21
num_cat=0
split_feature=1 3 2 2 4 2 3 2 52 2 16 1 4 15 1456 156 4 4 4 2
split_gain=14.2965 4.16994 1.27435 1.28384 1.25992 1.14028 1.074 0.958865 0.843943 0.92533 0.464635 0.412186 0.259948 0.257784 0.255804 0.258163 0.24497 0.242893 0.194157 0.108164
threshold=0.104035 -0.055389999999999988 0.14530500000000005 -1.0000000180025095e-35 0.25472500000000003 0.10912000000000001 -0.154195 0.098365000000000022 -0.091784999999999992 0.10575500000000002 -0.06421499999999998 0.092860000000000012 -0.052454999999999995 0.087450000000000014 -0.0083149999999999977 0.088175000000000017 0.058330000000000007 -0.011514999999999999 0.0063250000000000008 0.11197500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 -3 6 -5 -1 11 -2 -10 -7 14 -9 -13 17 18 19 -8 -16 -14
right_child=1 2 -4 5 -6 10 7 12 9 -11 -12 13 16 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0018008514018364474 0.0015385768556833962 0.00036632231813595669 0.00025421633971249591 0.0012570819606929097 0.00096149387695479123 0.00086276908000305973 0.0012377008828719765 0.0011231593411893494 0.0013330166981336616 0.00076544085492178846 0.00047463621092177848 0.0011773987803114798 0.0013373444869171508 0.0014575599781976559 0.0015424201771111635 0.001341419733574656 0.0011828963006412028 0.0015181368344061401 0.0013553896271508437 0.0015323916590098995
leaf_weight=97 65 76 78 59 57 86 78 91 69 58 56 77 78 71 964 89 75 63 68 59
leaf_count=97 65 76 78 59 57 86 78 91 69 58 56 77 78 71 964 89 75 63 68 59
internal_value=0 0.000839566 0.000627481 0.000732461 0.00144635 0.000870727 0.0014616 0.00144237 0.00123152 0.00107409 0.000709951 0.00147871 0.00127312 0.00131204 0.00149823 0.00151518 0.00133732 0.00136325 0.00153013 0.0014216
internal_weight=0 547 355 277 1867 201 1810 1713 192 127 142 1410 303 148 1262 1121 212 141 1032 137
internal_count=2414 547 355 277 1867 201 1810 1713 192 127 142 1410 303 148 1262 1121 212 141 1032 137
is_linear=0
shrinkage=0.0032998


Tree=5284
num_leaves=17
num_cat=0
split_feature=2 15 2 0 457 123 2 2 49 13 0 49 50 50 13 15
split_gain=9.07902 3.56866 1.96872 1.59619 1.57191 1.15335 0.679291 0.617314 0.481073 0.465782 0.423835 0.292882 0.274496 0.34712 0.280524 0.119841
threshold=0.11517500000000001 -0.42075999999999997 0.14106500000000002 -0.084114999999999981 0.091015000000000013 1.0000000180025095e-35 0.088055000000000008 0.099675000000000014 -0.096484999999999987 -0.086029999999999981 0.04939000000000001 0.0062600000000000008 0.082725000000000007 0.11174500000000002 -0.11122999999999998 -0.072904999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 7 -7 8 -3 -4 11 -9 14 -14 -10 -5
right_child=2 4 9 15 -6 6 -8 10 12 -11 -12 -13 13 -15 -16 -17
leaf_value=0.00050341472348754438 0.00050434790753254709 0.0016394929295536855 0.0001217059766267537 0.00097393146524863772 0.00084043538286842007 0.00068290727902555316 0.0012068216599139764 0.00094288286442775206 0.001057084460624625 0.00051598144777326746 0.0013694378645115275 0.0012064438161675922 0.0014873697707087732 0.0012633581841092209 0.0013089070721687404 0.0011741790318303105
leaf_weight=69 83 55 53 63 90 52 57 94 52 86 76 94 214 121 1079 76
leaf_count=69 83 55 53 63 90 52 57 94 52 86 76 94 214 121 1079 76
internal_value=0 0.00124198 0.000674299 0.000867237 0.00126765 0.00128793 0.000957204 0.00130811 0.00133383 0.0003659 0.00115979 0.00107485 0.00132234 0.00140656 0.00129736 0.00108367
internal_weight=0 2053 361 222 1984 1894 109 1785 1521 139 264 188 1466 335 1131 139
internal_count=2414 2053 361 222 1984 1894 109 1785 1521 139 264 188 1466 335 1131 139
is_linear=0
shrinkage=0.0032998


Tree=5285
num_leaves=17
num_cat=0
split_feature=1 1 3 124 4 14 4 3 3 3 15 42 4 1 3 49
split_gain=38.5856 8.69482 3.2907 2.2879 2.21329 2.02234 1.92762 1.8822 1.87079 0.992534 0.850559 0.69764 0.4607 0.428852 0.311807 0.280307
threshold=0.10124500000000002 0.13075500000000004 -0.038414999999999998 -0.076164999999999983 0.42405000000000009 0.062655000000000016 -0.50388999999999984 -0.10468499999999999 -0.12077499999999998 0.091170000000000015 -0.035449999999999988 0.088305000000000008 0.032965000000000001 0.11670500000000002 0.0025650000000000004 0.093600000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 -1 -3 6 -5 10 -8 11 -2 12 -10 14 -4 -13
right_child=1 4 13 5 -6 -7 8 -9 9 -11 -12 15 -14 -15 -16 -17
leaf_value=0.001642533920023205 0.001294061311806772 0.0011012764583635927 0.0012275396869108322 0.0028478358431146258 0.00035808164735304753 0.0028795334289827218 0.0017991436945955796 0.0022372098576973246 0.0023892718094474684 0.0018703815994282628 0.0018832673750142192 0.0022453002253783054 0.0021656838463236833 0.0010544610753820693 0.001533926313082619 0.0020330533907728745
leaf_weight=58 54 81 72 65 95 66 89 90 854 59 54 414 118 61 77 86
leaf_count=58 54 81 72 65 95 66 89 90 854 59 54 414 118 61 77 86
internal_value=0 0.00131372 0.00157823 0.00228942 0.00070032 0.00231083 0.00228854 0.00188381 0.00226607 0.00229319 0.00158899 0.00231012 0.00236216 0.00128994 0.00138611 0.00220886
internal_weight=0 584 408 1809 176 1751 1685 198 1620 1531 108 1472 972 210 149 500
internal_count=2393 584 408 1809 176 1751 1685 198 1620 1531 108 1472 972 210 149 500
is_linear=0
shrinkage=0.0032998


Tree=5286
num_leaves=27
num_cat=0
split_feature=4 2 12 2 2 4 2 2 12 12 12 12 12 4 15 4 12 15 4 2 4 15 15 2 43 15
split_gain=22.9721 6.7355 3.97904 2.17484 1.66521 1.5257 1.34648 1.10533 0.95074 0.684083 0.864059 0.592921 0.439786 0.34762 2.38255 0.276119 0.183832 0.168396 0.187688 0.164155 0.156189 0.140683 0.114254 0.111953 0.101161 0.0836004
threshold=0.30163500000000004 0.11366500000000002 -0.010219999999999998 -0.0050599999999999994 0.14794000000000004 -0.078454999999999983 0.098215000000000011 0.13631000000000001 -0.077034999999999978 0.054520000000000006 0.092495000000000008 0.089370000000000019 0.084055000000000005 -0.097514999999999977 0.03981500000000001 -0.0084099999999999991 0.092215000000000005 0.084925000000000014 -0.081479999999999983 0.086365000000000011 -0.082634999999999986 -0.41606999999999994 -0.058234999999999988 0.084425000000000014 -1.0000000180025095e-35 0.090125000000000011
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 2 3 -1 11 13 -5 8 -2 -7 12 -3 -11 14 16 22 -4 23 20 -14 -19 -10 -12 -15 -17 -20
right_child=7 4 5 6 -6 9 -8 -9 21 10 15 -13 19 17 -16 24 -18 18 25 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0012574951658970365 0.00099302232639934557 0.0016210128217802381 0.0022270366204421104 0.0024589071790461401 0.0011859597334792323 0.0020071372886292338 0.0017112545395793755 0.00087895093682126106 0.0016364041917683947 0.0025822968963437904 0.0023936589454666493 0.0020305201254179686 0.002418274183756999 0.0026231073892806107 0.0030385550878348619 0.0019912703941869672 0.0024752300625696874 0.0023817063471434537 0.0025569640913376355 0.002287000583833233 0.0021854748370480877 0.0014061956129416751 0.002205446372493924 0.0024060315891038064 0.0021757872425057531 0.0023713872220365311
leaf_weight=53 57 68 87 52 54 99 54 79 56 99 52 93 182 69 80 94 59 157 80 300 70 69 166 52 60 52
leaf_count=53 57 68 87 52 54 99 54 79 56 99 52 93 182 69 80 94 59 157 80 300 70 69 166 52 60 52
internal_value=0 0.00224364 0.00230581 0.00180496 0.00168921 0.00235109 0.00207836 0.00120617 0.00134802 0.00227103 0.00229841 0.00185778 0.00237856 0.00247032 0.00257941 0.00217314 0.00232758 0.00241888 0.0023813 0.00233664 0.00232135 0.00150961 0.0022505 0.00253011 0.00206339 0.00248413
internal_weight=0 2132 1917 159 215 1758 106 261 182 1052 953 161 581 706 226 372 146 480 359 482 227 125 218 121 154 132
internal_count=2393 2132 1917 159 215 1758 106 261 182 1052 953 161 581 706 226 372 146 480 359 482 227 125 218 121 154 132
is_linear=0
shrinkage=0.0032998


Tree=5287
num_leaves=13
num_cat=0
split_feature=1 3 47 42 49 124 151 4 1 1 3 50
split_gain=0.795672 0.350978 0.270152 0.231231 0.217341 0.251323 0.286753 0.367178 0.360388 0.340356 0.219667 0.201592
threshold=0.11869500000000001 0.30112000000000005 0.085770000000000027 0.086700000000000013 -0.15378499999999998 -0.086944999999999981 -0.16644499999999998 0.27161500000000005 0.10962000000000001 0.092810000000000017 -0.15197999999999998 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 -7 8 9 10 -8 -11
right_child=1 -3 -4 -5 5 6 7 -9 -10 11 -12 -13
leaf_value=0.028968543992355485 0.016285025923317507 -0.0012643888380126542 0.021399200087940648 0.0016071574298244643 0.006923681228167178 0.030789468017556498 0.028517054990390606 0.0082639353435830457 0.030414694362919114 0.0095182906788261155 0.018678260596689929 0.019705537898381555
leaf_weight=54 53 74 63 72 56 52 68 103 71 186 1462 79
leaf_count=54 53 74 63 72 56 52 68 103 71 186 1462 79
internal_value=0 0.00853131 0.0123966 0.00784495 0.0183726 0.0180962 0.0184049 0.018077 0.0186177 0.01815 0.0191167 0.012562
internal_weight=0 262 188 125 2131 2077 2021 1969 1866 1795 1530 265
internal_count=2393 262 188 125 2131 2077 2021 1969 1866 1795 1530 265
is_linear=0
shrinkage=0.16829


Tree=5288
num_leaves=18
num_cat=0
split_feature=3 3 1 12 43 484 3 147 12 42 11 160 3 42 42 3 0
split_gain=0.557746 0.381208 0.412733 0.263113 0.217142 0.234291 0.215444 0.263962 0.200384 0.166581 0.18719 0.161803 0.246938 0.152615 0.141523 0.110605 0.0505095
threshold=0.30835000000000007 0.12991000000000003 0.13130500000000003 0.054520000000000006 -0.082739999999999994 0.085775000000000004 -0.10468499999999999 1.0000000180025095e-35 0.084405000000000022 0.11457500000000002 0.077415000000000012 -0.086284999999999987 -0.0088599999999999981 0.087005000000000013 -0.083069999999999991 -0.083654999999999993 -0.071519999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 8 9 -1 11 -5 10 -6 -8 -13 14 -10 -15 -11
right_child=-2 -3 -4 4 5 -7 7 -9 13 16 -12 12 -14 15 -16 -17 -18
leaf_value=0.001171726139119767 0.0017975889670364573 0.029191362801485279 0.0031894661436617606 0.026392198650342754 0.015429979307520209 0.006551011564477403 0.022740341081785936 0.001518010744700914 0.018752658264244038 0.0054593318237484475 0.023509326491619544 0.019270211575368387 0.0090188388955537609 0.017063803695526875 0.010973294544669996 0.027332891529939091 0.012644123754806981
leaf_weight=52 96 52 87 87 936 91 56 52 145 53 90 106 182 59 125 63 61
leaf_count=52 96 52 87 87 936 91 56 52 145 53 90 106 182 59 125 63 61
internal_value=0 0.0149118 0.0145802 0.0150386 0.0159923 0.0148028 0.0113942 0.012732 0.0190456 0.0154599 0.0161404 0.0144219 0.0127982 0.0174105 0.0151578 0.0223814 0.00931959
internal_weight=0 2297 2245 2158 1710 1231 448 396 479 1140 1026 344 288 392 270 122 114
internal_count=2393 2297 2245 2158 1710 1231 448 396 479 1140 1026 344 288 392 270 122 114
is_linear=0
shrinkage=0.16829


Tree=5289
num_leaves=24
num_cat=0
split_feature=1 12 3 2 1 3 2 2 0 4 0 4 16 4 3 3 2 12 481 4 12 4 4
split_gain=12.0241 2.26019 1.72926 1.30459 1.26074 1.32684 1.12533 1.47004 0.63505 0.536521 0.510983 0.388401 0.322451 0.306277 0.69804 0.305282 0.26887 0.251101 0.192389 0.172682 0.110586 0.109106 0.0852804
threshold=0.109225 0.054520000000000006 -0.055839999999999994 0.11043500000000002 0.092655000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13673000000000005 -0.14857499999999998 -0.42305999999999994 -0.07409499999999998 0.0053900000000000016 -0.116045 -0.066099999999999978 -0.095764999999999989 0.086245000000000016 0.11543000000000002 0.092755000000000018 -0.077669999999999989 -0.07928499999999998 0.09302500000000001 -0.012089999999999998 -0.05461499999999999
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=1 4 3 -2 11 -6 -4 16 -3 -10 13 15 -9 18 -15 -1 -8 -16 -11 -12 -20 22 -21
right_child=2 8 6 -5 5 -7 7 12 9 10 19 -13 -14 14 17 -17 -18 -19 20 21 -22 -23 -24
leaf_value=0.0016066988463023211 0.0013944230141199026 0.0018201148148105212 0.00026562473754016241 0.00071806945132273515 0.00070183195569768558 0.0012924065703115108 0.001215444329756352 0.00069212532830632693 0.0017295251055175396 0.0013454648114575175 0.00115328402323542 0.0011300676715991173 0.00034024174119959798 0.0011153680711278265 0.0014997923056306616 0.0012735491034798715 0.00088182068234713762 0.0013306586839187215 0.0015218896766442209 0.001347898121926811 0.001644250386132042 0.0012571069659033003 0.0015253860991876517
leaf_weight=74 76 55 63 53 92 76 52 54 76 60 60 54 61 73 429 53 56 129 418 85 111 80 53
leaf_count=74 76 55 63 53 92 76 52 54 76 60 60 54 61 73 429 53 56 129 418 85 111 80 53
internal_value=0 0.00141728 0.000799263 0.00111681 0.00117579 0.000969206 0.000655909 0.00076601 0.001469 0.00145671 0.00144284 0.00136734 0.00050578 0.00147217 0.00142085 0.00146795 0.00104278 0.00146075 0.0015271 0.00131399 0.00154763 0.00135805 0.00141632
internal_weight=0 1978 415 129 349 168 286 223 1629 1574 1498 181 115 1220 631 127 108 558 589 278 529 218 138
internal_count=2393 1978 415 129 349 168 286 223 1629 1574 1498 181 115 1220 631 127 108 558 589 278 529 218 138
is_linear=0
shrinkage=0.0032998


Tree=5290
num_leaves=16
num_cat=0
split_feature=1446 10 15 1 2 11 0 49 0 15 0 48 15 1 3
split_gain=0.493241 0.353109 0.257069 0.598769 0.329386 0.368452 0.651412 0.30175 0.410444 0.59312 0.275531 0.234928 0.221473 0.214994 0.128413
threshold=0.10573500000000001 -0.15282499999999996 -0.040804999999999994 0.10797500000000002 0.11353000000000001 0.085630000000000026 -0.037794999999999995 -0.048579999999999991 -0.010949999999999998 -0.43457999999999991 -0.14989499999999997 0.11156500000000001 -0.13662499999999997 0.093170000000000017 -0.044759999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 10 13 9 -9 -4 12 -11 -3 -8
right_child=-2 2 3 -5 -6 -7 14 8 -10 11 -12 -13 -14 -15 -16
leaf_value=-0.0007217264679997646 -0.0029993153128726 0.011275984230187035 0.024951861629457756 0.028840241377254675 0.0025510421272426317 0.0006668956232718015 0.032806435356200772 -0.0020103240234099419 0.026613301539715452 0.020418821099679182 0.013055776364239631 0.0044978023453543783 0.012496041530181152 -0.0019264655074211689 0.021705659354683438
leaf_weight=52 56 63 59 81 69 52 56 83 54 128 933 81 473 78 66
leaf_count=52 56 63 59 81 69 52 56 83 54 128 933 81 473 78 66
internal_value=0 0.0129577 0.013271 0.0148028 0.0138807 0.0145496 0.015196 0.0111693 0.0124083 0.0114033 0.0137651 0.0130383 0.0141864 0.00395976 0.0268158
internal_weight=0 2328 2276 1316 1235 1166 1114 960 819 765 992 682 601 141 122
internal_count=2384 2328 2276 1316 1235 1166 1114 960 819 765 992 682 601 141 122
is_linear=0
shrinkage=0.16829


Tree=5291
num_leaves=28
num_cat=0
split_feature=4 3 3 43 14 3 15 3 4 3 3 4 13 159 42 15 43 160 402 4 1429 1209 1212 3 15 43 3
split_gain=30.2601 11.4819 4.90013 5.79468 1.80309 1.11427 0.966625 0.995979 1.17994 0.957196 0.864658 0.735399 0.608567 0.539253 0.460804 0.398666 0.363476 0.353601 0.185471 0.183544 0.180572 0.146281 0.243672 0.161769 0.119461 0.115725 0.11981
threshold=0.30163500000000004 -0.06340999999999998 0.25468500000000005 -0.035884999999999993 0.076175000000000007 -0.036004999999999988 0.03981500000000001 -0.12077499999999998 -0.42305999999999994 -0.11756999999999999 0.10812000000000001 -0.082249999999999976 -0.061199999999999991 1.0000000180025095e-35 0.092160000000000006 -1.0000000180025095e-35 -0.0012249999999999997 0.079055000000000014 0.092300000000000007 0.012315000000000001 0.083420000000000008 1.0000000180025095e-35 0.087295000000000011 -0.092019999999999977 -0.074054999999999996 0.062770000000000006 -0.073444999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 -3 7 8 -1 -2 13 21 -11 15 16 19 20 -7 25 -5 -9 22 23 -8 -16 26 -13
right_child=9 2 -4 10 -6 17 11 14 -10 12 -12 18 -14 -15 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0020862850184795146 0.0011555201585806525 0.0016233023505217634 0.00065790797246507386 0.001726969344714144 0.002729359430125736 0.0008883560093764216 0.0025070747772285916 0.0021333022253587487 0.0014046469905258227 0.00051674252673118508 0.0016222556285761694 0.0021669165503174631 0.00089617874295639863 0.0023680049393012726 0.0020282312445838585 0.0021993140516565471 0.0018757711101536928 0.0012532766055740729 0.0022887981012092058 0.002004037390579722 0.0022851718590307601 0.0025161590799248406 0.0021119120529442758 0.0022965142060360072 0.0018110090657124007 0.0019753432183755261 0.0019921996809602466
leaf_weight=59 65 53 55 55 58 68 67 403 53 102 57 248 85 55 58 64 53 52 77 56 119 52 54 124 64 69 59
leaf_count=59 65 53 55 55 58 68 67 403 53 102 57 248 85 55 58 64 53 52 77 56 119 52 54 124 64 69 59
internal_value=0 0.00201917 0.00158982 0.00170116 0.00215589 0.00122361 0.00213454 0.00205484 0.00176404 0.000809771 0.0019889 0.00222046 0.000689402 0.00207962 0.00210151 0.00198878 0.00214112 0.00104678 0.00213593 0.00186707 0.00216799 0.00234926 0.0023137 0.00237056 0.00191457 0.00210453 0.00213345
internal_weight=0 2132 515 460 1617 173 1559 809 112 252 287 750 187 230 697 175 575 120 453 111 522 297 245 191 122 376 307
internal_count=2384 2132 515 460 1617 173 1559 809 112 252 287 750 187 230 697 175 575 120 453 111 522 297 245 191 122 376 307
is_linear=0
shrinkage=0.0032998


Tree=5292
num_leaves=21
num_cat=0
split_feature=160 4 159 1 2 50 14 0 0 43 2 43 0 4 43 42 132 0 42 4
split_gain=0.36911 0.432821 0.35178 0.536587 0.257962 0.251774 0.254877 0.306232 0.33645 0.223949 0.219135 0.179516 0.170809 0.163428 0.152486 0.131602 0.123861 0.126319 0.0648037 0.0571223
threshold=-0.14025999999999997 -0.082249999999999976 -0.040794999999999991 0.078015000000000015 0.10859000000000001 0.11875500000000001 -0.10708499999999999 -0.13314999999999996 -0.18901999999999997 -0.116045 0.13733000000000004 -0.00076499999999999995 -0.087344999999999992 -0.081374999999999989 -0.0084099999999999991 -0.088334999999999983 -0.0044849999999999985 0.048285000000000008 -0.089429999999999996 -0.013324999999999998
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 4 19 -4 9 6 -3 8 -8 18 13 -10 -11 -9 -15 -14 -17 -18 -2 -1
right_child=1 5 3 -5 -6 -7 7 10 11 12 -12 -13 15 14 -16 16 17 -19 -20 -21
leaf_value=0.016530163845592121 0.016061105436605268 0.021056298848922888 0.010286590736042383 -0.0089222516416014776 0.0065080273032814863 0.00085504236483477413 0.013367202920910886 0.003505650261146338 0.0065268869078466503 0.029091137809225669 0.0026111701983394394 -0.0056640581234021666 0.02506432001808194 0.011780009292662274 0.016031558127007739 0.0098377944261435566 0.023182040932549455 0.013681190759718789 0.0078834398160377503 0.0093676612620097605
leaf_weight=62 52 78 86 79 61 64 92 52 66 54 64 71 71 718 364 57 92 72 61 68
leaf_count=62 52 78 86 79 61 64 92 52 66 54 64 71 71 718 364 57 92 72 61 68
internal_value=0 0.0126212 0.00624901 0.00107874 0.0168359 0.0112232 0.0116629 0.0111482 0.00549524 0.0182045 0.0122273 0.000195838 0.0203359 0.0127684 0.013212 0.0187106 0.0166613 0.0190219 0.0116625 0.0127974
internal_weight=0 2089 295 165 520 1569 1505 1427 229 459 1198 137 346 1134 1082 292 221 164 113 130
internal_count=2384 2089 295 165 520 1569 1505 1427 229 459 1198 137 346 1134 1082 292 221 164 113 130
is_linear=0
shrinkage=0.16829


Tree=5293
num_leaves=20
num_cat=0
split_feature=1 40 13 4 0 151 39 4 4 0 1 50 13 160 13 1 13 4 1
split_gain=7.66048 1.22025 1.52625 1.17376 1.02814 0.86422 0.74358 0.393484 0.391056 0.386123 0.323149 0.307169 0.311037 0.407875 0.367887 0.386108 0.349346 0.237554 0.234644
threshold=0.10752500000000002 -0.084904999999999994 -0.085669999999999982 -0.021234999999999997 -0.10417499999999999 0.08357500000000001 0.081875000000000017 0.45363500000000007 0.098655000000000007 -0.10946999999999998 0.093595000000000025 -0.13200999999999999 0.034905000000000012 -0.012019999999999998 -0.015744999999999999 0.078340000000000007 -0.076584999999999986 -0.14538499999999996 0.11831500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 8 18 11 -10 -8 -1 14 -14 16 -16 -13 -15 -5
right_child=1 2 3 7 -6 -7 10 -9 9 -11 -12 12 13 17 15 -17 -18 -19 -20
leaf_value=0.0015835627938607622 0.0003463410021323027 0.00085890736443066827 0.0014761623228219212 0.0012110106259264413 0.00029423294385740094 0.00091456602240163806 0.0012251725924341489 0.00074162603471411765 0.0013123612826407872 0.000946450081178431 0.00085348675546483954 0.0013565816712413328 0.00096089828360112735 0.0014683324220813128 0.001350836963914975 0.0015530280317539826 0.0012128066705376409 0.0012113220229184156 0.00090136881208523363
leaf_weight=57 53 80 53 52 63 62 52 80 73 57 52 653 52 60 260 177 265 125 58
leaf_count=57 53 80 53 52 63 62 52 80 73 57 52 653 52 60 260 177 265 125 58
internal_value=0 0.000816937 0.000881461 0.00104084 0.000610381 0.00129977 0.00131244 0.000919224 0.00132836 0.00115219 0.00103967 0.00134223 0.00133357 0.00122174 0.0013531 0.00143281 0.00131512 0.00129487 0.00104807
internal_weight=0 439 386 243 143 1945 1883 190 1779 130 104 1649 1592 237 1355 437 918 185 110
internal_count=2384 439 386 243 143 1945 1883 190 1779 130 104 1649 1592 237 1355 437 918 185 110
is_linear=0
shrinkage=0.0032998


Tree=5294
num_leaves=15
num_cat=0
split_feature=15 39 13 150 10 47 11 15 0 0 0 49 43 0
split_gain=12.2621 7.02652 6.3427 2.59152 1.62521 1.44989 0.763483 0.706615 0.634854 0.544654 1.47434 0.591828 0.247898 0.170276
threshold=-0.37478999999999996 0.081875000000000017 -0.16392499999999996 0.11235000000000002 -1.0000000180025095e-35 0.11227500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.019414999999999998 -0.10566999999999999 -0.18087499999999998 0.095135000000000011 -0.049914999999999994 -0.095419999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 5 -3 6 9 -8 13 10 -4 -11 -6 -1
right_child=1 4 3 -5 12 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=0.00075463590336896137 0.00087943277374426341 0.00057551716945756842 0.0019521080283921033 0.0011374604887585153 0.0011456179861627147 0.0013745580725611167 0.0018594386104822608 0.0023553167842172143 0.0010535134418900043 0.0018406049755315739 0.0013027269246071972 0.0016441502644068244 0.0014395764723819813 0.00049747712204393862
leaf_weight=52 91 53 72 68 85 86 80 53 52 1298 82 196 52 64
leaf_count=52 91 53 72 68 85 86 80 53 52 1298 82 196 52 64
internal_value=0 0.00167465 0.00173158 0.00177164 0.00106741 0.00179472 0.00181499 0.00205731 0.0007496 0.00179541 0.00160656 0.00181486 0.00125745 0.000613059
internal_weight=0 2216 2026 1935 190 1867 1781 133 168 1648 154 1494 137 116
internal_count=2384 2216 2026 1935 190 1867 1781 133 168 1648 154 1494 137 116
is_linear=0
shrinkage=0.0032998


Tree=5295
num_leaves=16
num_cat=0
split_feature=97 2 1210 160 41 155 51 51 42 43 2 43 402 42 160
split_gain=0.706429 0.426585 0.294995 0.329585 0.263024 0.196377 0.189402 0.17452 0.171272 0.154616 0.161557 0.140052 0.114015 0.106084 0.0513717
threshold=-0.0047149999999999996 0.14106500000000002 -0.065674999999999983 1.0000000180025095e-35 0.081560000000000007 0.10158500000000002 -0.020604999999999995 -0.22052999999999998 -0.093129999999999977 -0.013089999999999999 0.091595000000000024 -0.049364999999999992 -0.086719999999999978 0.081685000000000021 0.10446500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 5 7 -5 -4 -9 13 -11 -3 -2 -8 -15
right_child=1 11 3 6 -6 -7 9 8 -10 10 -12 -13 -14 14 -16
leaf_value=-0.0072003769870758122 0.014611343665510534 0.0098246374052360069 0.0029675041353675394 0.024864252538038031 0.00054316541089941407 0.018745261949923226 0.0060253537557117222 0.017339847522214895 0.010902869119271939 0.013390807686429451 0.026331565690022082 -0.00090191674858261582 0.024262922983394126 0.018387388931608087 0.010939871877558805
leaf_weight=55 63 56 72 68 64 102 61 130 1286 56 55 89 81 57 52
leaf_count=55 63 56 72 68 64 102 61 130 1286 56 55 89 81 57 52
internal_value=0 0.0120796 0.0126765 0.0121453 0.0111505 0.0115763 0.0168549 0.0110837 0.0114951 0.0149104 0.0198191 0.00322836 0.0200528 0.0116947 0.0148509
internal_weight=0 2292 2147 2003 1654 1590 349 1488 1416 281 111 145 144 170 109
internal_count=2347 2292 2147 2003 1654 1590 349 1488 1416 281 111 145 144 170 109
is_linear=0
shrinkage=0.16829


Tree=5296
num_leaves=21
num_cat=0
split_feature=4 0 3 2 12 4 12 1447 123 3 130 49 15 4 0 12 2 16 4 1
split_gain=0.461539 0.302031 0.289168 0.438475 0.404661 0.34539 0.330442 0.293452 0.244462 0.239558 0.216235 0.185495 0.197022 0.180506 0.290795 0.176343 0.175228 0.120285 0.0388176 0.0301678
threshold=0.22738500000000003 -0.15385999999999997 -0.073629999999999987 -0.007134999999999999 -0.06202499999999999 -0.37983499999999992 0.090630000000000002 -0.085024999999999989 0.090910000000000019 0.13524500000000003 0.087820000000000023 -0.020999999999999994 -0.46503999999999995 -0.49432999999999994 -0.037794999999999995 0.083885000000000015 0.10045500000000002 -0.077734999999999985 -9.4999999999999992e-05 0.097145000000000023
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 18 7 -4 19 -6 -7 -3 9 11 13 -2 -13 -9 15 -15 -8 -12 -1 -5
right_child=8 2 3 4 5 6 16 10 -10 -11 17 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.016098030368116363 -0.0035915114270229074 0.0020317215434450934 -0.0070752678463338967 0.020527956781065618 0.016656862347702642 -0.0049732840342690621 0.011482333155599668 0.022129900890142412 0.014343297173624302 -0.0081717699173472335 0.00031160957636608232 0.015012885871808814 0.0026509113865818283 0.020103102975792559 0.0010500779056924784 0.012343597851985534 0.0021187998886961043 0.010411049756052558 0.022804214780908261 0.014723281593407357
leaf_weight=52 61 88 57 53 70 91 119 57 52 55 63 59 97 92 61 931 109 72 52 56
leaf_count=52 61 88 57 53 70 91 119 57 52 55 63 59 97 92 61 931 109 72 52 56
internal_value=0 0.0106167 0.010136 0.00688927 0.00849123 0.00594487 0.00358865 0.0114557 0.00376611 0.0017374 0.0121043 0.00425722 0.00733779 0.0128591 0.0123699 0.0130432 0.00701379 0.00571129 0.0194684 0.0175622
internal_weight=0 2023 1919 555 498 389 319 1364 324 272 1276 217 156 1141 1084 1023 228 135 104 109
internal_count=2347 2023 1919 555 498 389 319 1364 324 272 1276 217 156 1141 1084 1023 228 135 104 109
is_linear=0
shrinkage=0.16829


Tree=5297
num_leaves=23
num_cat=0
split_feature=3 3 43 12 12 3 12 43 3 0 0 13 0 15 123 48 11 0 3 13 43 13
split_gain=11.7052 3.14266 4.88774 2.17936 1.40374 1.32266 0.667585 0.660001 0.656692 0.483362 0.448542 0.447978 0.425448 0.338159 0.27677 0.275771 0.229734 0.349693 0.22807 0.196706 0.158804 0.103894
threshold=-0.050489999999999993 0.30112000000000005 -0.033174999999999989 0.023990000000000004 0.10321000000000001 0.10703500000000001 0.084885000000000002 -0.097279999999999991 0.077930000000000013 -0.084869999999999987 -0.074204999999999979 -0.011494999999999998 -0.086914999999999978 -0.031659999999999994 0.087260000000000018 0.093265000000000015 0.078065000000000009 -0.095584999999999989 -0.076969999999999997 0.06301000000000001 -0.073404999999999984 -0.087394999999999987
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 7 -1 6 8 9 -2 -4 12 20 14 21 -10 -9 16 17 -8 -12 -19 -6 -5
right_child=1 -3 5 4 10 -7 15 11 13 -11 18 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.00046554055222003659 0.00063712582346925502 6.1460998060545422e-05 0.00091228237183004781 0.0013002731786308486 0.0012092851602900547 0.0006542319005091601 0.00096912722085443063 0.00051573129594804099 0.0010790399903691326 0.0016343307662580386 0.00061394702958499276 -5.3496188405011523e-06 0.0010395893117858105 0.0014354133968753824 0.00017857159571281567 0.00097200647634757475 0.001348467358856248 0.0011923873751967168 0.00089919954163889297 0.00098835743294017203 0.00094704406915948377 0.0014972152937192445
leaf_weight=52 57 97 101 81 52 102 97 55 54 52 52 59 60 66 52 82 78 858 78 57 53 52
leaf_count=52 57 97 101 81 52 102 97 55 54 52 52 59 60 66 52 82 78 858 78 57 53 52
internal_value=0 0.000609179 0.00070642 0.00113183 0.00115278 0.000965893 0.00119204 0.000330434 0.00110958 0.00134957 0.000915935 0.000224912 0.00127266 0.00127534 0.000352207 0.00115908 0.00117312 0.00115957 0.00078537 0.00117972 0.00107725 0.00137754
internal_weight=0 643 546 1704 1652 323 1417 223 221 245 235 166 193 120 107 1172 1090 1012 130 915 105 133
internal_count=2347 643 546 1704 1652 323 1417 223 221 245 235 166 193 120 107 1172 1090 1012 130 915 105 133
is_linear=0
shrinkage=0.0032998


Tree=5298
num_leaves=16
num_cat=0
split_feature=9 4 48 48 0 4 52 399 52 0 42 43 16 43 16
split_gain=0.516958 0.268071 0.211673 0.23993 0.369414 0.338921 0.27602 0.216616 0.218676 0.206118 0.180653 0.156932 0.463639 0.245835 0.126819
threshold=-1.0000000180025095e-35 0.22738500000000003 0.10788500000000002 0.093265000000000015 -0.085939999999999989 -0.50775499999999985 0.088555000000000009 1.0000000180025095e-35 -0.011499999999999998 -0.037224999999999994 0.08870500000000002 -0.011884999999999998 -0.08069999999999998 -0.07027499999999999 -0.44470499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -7 10 14 13 -13 -8 -3
right_child=1 9 -4 4 -6 6 11 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.0056246721459930265 0.022412698095666032 0.0089417333142280848 0.017706630310894735 0.010975926079767925 -0.0074924030978913737 0.0092285251691500651 0.0051709146741731188 0.002372953513642858 0.01385394170182834 0.013660818381526304 -0.0046057014645371486 0.010737415604647563 -0.0057150310346364089 0.016247205773411242 -0.00081694110928851103
leaf_weight=69 60 103 93 65 58 621 182 81 549 55 75 95 99 83 59
leaf_count=69 60 103 93 65 58 621 182 81 549 55 75 95 99 83 59
internal_value=0 0.00914516 0.0098459 0.00945877 0.00225268 0.00995852 0.00952048 0.0108174 0.0114004 0.00437301 0.00221003 0.00598189 0.00233232 0.00864687 0.00537656
internal_weight=0 2278 1986 1893 123 1770 1710 1251 1170 292 237 459 194 265 162
internal_count=2347 2278 1986 1893 123 1770 1710 1251 1170 292 237 459 194 265 162
is_linear=0
shrinkage=0.16829


Tree=5299
num_leaves=19
num_cat=0
split_feature=4 12 13 14 12 2 159 4 4 12 12 160 4 4 2 160 43 49
split_gain=10.0409 4.0696 1.73397 1.16031 1.1685 1.07835 0.942351 0.821096 0.657956 0.514072 0.356638 0.316997 0.309797 0.258403 0.248238 0.238411 0.2239 0.146434
threshold=0.30163500000000004 0.054520000000000006 -0.00038499999999999998 -0.45687499999999998 -0.085719999999999977 0.12330500000000001 0.079755000000000006 -0.14538499999999996 -0.0057949999999999989 0.083715000000000026 -0.092644999999999991 0.055845000000000006 0.053255000000000004 -0.0063999999999999986 0.12454500000000002 -0.52336499999999997 -0.074719999999999995 -0.047749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 -5 9 10 -4 -9 -3 -1 12 15 -13 -6 -11 -14 -17
right_child=3 5 7 4 14 -7 -8 8 -10 11 -12 13 16 -15 -16 17 -18 -19
leaf_value=0.0008731420703022506 0.00074992699267022655 0.0013385585925169462 0.0011874371272403391 -0.00021130118215692727 0.00046798358923916001 0.00065576520319700305 0.00016084841055331956 0.00048011959288074877 0.00094109677179640932 0.00091493191855449192 0.0005299129446889383 0.0013472398794807268 0.0010692014608808507 0.0010870212957814396 0.0001868501813979741 0.0009452845793074023 0.00077363528005450536 0.0011155365577017386
leaf_weight=53 55 103 86 53 90 59 59 52 98 78 90 95 54 78 56 61 61 1066
leaf_count=53 55 103 86 53 90 59 59 52 98 78 90 95 54 78 56 61 61 1066
internal_value=0 0.00102041 0.000737325 0.00032545 0.000207956 0.00109531 0.000512521 0.000929592 0.000781526 0.00111154 0.00065737 0.00109585 0.00107823 0.00123012 0.000360393 0.00109399 0.000912729 0.00110635
internal_weight=0 2093 438 254 199 1655 202 236 150 1596 143 1493 1320 173 146 1205 115 1127
internal_count=2347 2093 438 254 199 1655 202 236 150 1596 143 1493 1320 173 146 1205 115 1127
is_linear=0
shrinkage=0.0032998


Tree=5300
num_leaves=25
num_cat=0
split_feature=1 1 52 52 52 1 15 1 52 1 0 49 1 1 0 156 0 0 15 1 0 0 157 1
split_gain=10.1523 1.70361 0.767529 0.699771 0.673784 0.617792 0.513802 0.496057 0.788862 0.46669 0.393617 0.358016 0.32115 0.282529 0.22106 0.177857 0.211475 0.173588 0.172883 0.273719 0.141907 0.0964021 0.0844962 0.0535418
threshold=0.10335000000000001 0.12541500000000003 -0.41304999999999997 0.12492500000000002 -0.018574999999999998 0.11181500000000001 -0.41606999999999994 0.080270000000000022 -0.101225 0.14068500000000003 0.040035000000000008 -0.009244999999999998 0.095695000000000016 0.11684000000000001 -0.14151499999999997 0.087045000000000011 -0.077584999999999987 -0.093384999999999982 0.087720000000000006 0.081925000000000012 -0.098524999999999988 -0.071719999999999992 -1.0000000180025095e-35 0.093890000000000015
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=4 2 -2 5 7 -4 -3 11 23 -8 12 -1 14 -7 -6 16 22 20 19 -19 -16 -20 -13 -9
right_child=1 6 3 -5 10 13 9 8 -10 -11 -12 15 -14 -15 17 -17 -18 18 21 -21 -22 -23 -24 -25
leaf_value=0.0016322886782769758 0.0013891064307489259 0.00085116005051542409 0.00070612080371560922 0.0013193825301483773 0.0016812452608595586 0.0011934142927151805 0.00072019719948960724 0.001317762979981475 0.00098694993221781877 0.00028851912199800181 0.0012024721060311383 0.0015841994734032514 0.0012483885442284538 0.00087519113776997955 0.0014568796949112359 0.0011968114381473651 0.0012609171645194875 0.0015054342305461904 0.0014161218419840502 0.0017226498884398602 0.0012499444952969367 0.0015448471898280014 0.001412085229302712 0.001476716993099757
leaf_weight=62 60 89 103 53 65 70 57 56 101 53 61 52 65 56 98 65 85 437 317 77 63 89 103 52
leaf_count=62 60 89 103 53 65 70 57 56 101 53 61 52 65 56 98 65 85 437 317 77 63 89 103 52
internal_value=0 0.000907387 0.00104882 0.000976288 0.00142156 0.000896728 0.000664153 0.00132727 0.00119778 0.000512527 0.00146423 0.00140092 0.00147739 0.00105226 0.00149034 0.00135377 0.00139613 0.00147883 0.00149677 0.00153804 0.00137612 0.00144443 0.00147005 0.00139462
internal_weight=0 541 342 282 1848 229 199 576 209 110 1272 367 1211 126 1146 305 240 1081 920 514 161 406 155 108
internal_count=2389 541 342 282 1848 229 199 576 209 110 1272 367 1211 126 1146 305 240 1081 920 514 161 406 155 108
is_linear=0
shrinkage=0.0032998


Tree=5301
num_leaves=23
num_cat=0
split_feature=4 0 16 49 0 4 16 16 159 49 133 0 49 4 151 16 4 0 16 157 0 16
split_gain=16.2368 3.07099 1.88165 1.07615 1.03896 1.02091 0.73766 0.712032 0.696638 0.671411 0.459411 0.409711 0.392131 0.375477 0.298749 0.263143 0.250406 0.207266 0.20156 0.132943 0.016205 0.00556743
threshold=0.36766000000000004 -0.062324999999999998 0.15454000000000004 -0.014169999999999999 -0.14989499999999997 0.032965000000000001 -0.4582 -0.050529999999999999 0.087395000000000014 -0.07107999999999999 0.026115000000000003 0.043875000000000004 -0.007794999999999999 -0.17689999999999997 -0.08212499999999999 -0.27523999999999998 -0.0062699999999999987 -0.10891999999999999 -0.085314999999999988 -0.00078499999999999989 -0.10185499999999999 0.41331000000000007
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 3 13 9 -5 8 17 15 12 14 -10 21 -6 -3 -1 -7 -14 -2 -8 -13 -16 -4
right_child=6 2 11 4 5 7 18 -9 10 -11 -12 19 16 -15 20 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0010644993317835123 0.00043261514948387945 0.0009219656405627173 0.0010146818535546219 0.0017397369130257116 0.0016853164610670895 0.0014474967854328307 4.7417630257538166e-05 0.00086661312886720718 0.00092713424359293069 0.00088344064679564708 0.0013576611488364514 0.0014610003692288869 0.0013712928854749866 0.00057941097109042989 0.0013093241290027279 0.0011525093255336813 0.0015094007568745974 0.00069869321617771311 0.00032464605942912861 0.0012207884310062739 0.0014116671593803372 0.0010866499441292198
leaf_weight=60 72 58 52 78 54 57 56 72 58 81 52 55 907 90 52 84 177 59 59 52 52 52
leaf_count=60 72 58 52 78 54 57 56 72 58 81 52 55 907 90 52 84 177 59 59 52 52 52
internal_value=0 0.00127858 0.000999728 0.00133468 0.00136712 0.00134721 0.000383278 0.00113514 0.00138337 0.00113072 0.00113098 0.00120005 0.00140774 0.000713893 0.00125263 0.00127201 0.00139388 0.000552721 0.000189954 0.00134459 0.00136083 0.001051
internal_weight=0 2143 359 1784 1539 1461 246 213 1248 245 110 211 1138 148 164 141 1084 131 115 107 104 104
internal_count=2389 2143 359 1784 1539 1461 246 213 1248 245 110 211 1138 148 164 141 1084 131 115 107 104 104
is_linear=0
shrinkage=0.0032998


Tree=5302
num_leaves=20
num_cat=0
split_feature=16 0 16 16 49 49 11 43 49 47 42 475 16 15 16 43 13 15 42
split_gain=0.444429 0.380297 0.31328 0.318733 0.310435 0.498283 0.282683 0.260414 0.20975 0.187736 0.189548 0.166139 0.143019 0.35405 0.632072 0.388174 0.106296 0.0693551 0.0624669
threshold=0.0060650000000000009 0.024745000000000003 -0.0019699999999999995 -0.011859999999999997 -0.043469999999999995 -0.07107999999999999 0.075910000000000019 0.0049250000000000014 -0.0043999999999999985 0.11043500000000002 -0.087714999999999987 -0.083709999999999993 0.51148500000000008 -0.069404999999999981 0.23993500000000004 -0.085594999999999991 -0.07150999999999999 -0.040804999999999994 0.089595000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 11 -5 10 -6 -2 13 16 15 -15 -13 -14 -17
right_child=7 -3 -4 8 6 -7 -8 -9 -10 -11 -12 12 17 14 -16 18 -18 -19 -20
leaf_value=0.012442834770166817 0.00068754310633761286 -0.00077002510940967026 0.021692601790765945 0.010049185052755949 0.0081957668141508407 -0.0070097692259819223 0.025329876140591023 -0.005176348550196685 -0.0013048398765795445 0.0033211814064335243 0.014046866539909353 0.0092754975600138657 0.0098004972527902141 0.021138247926285623 -0.0088806786633836392 -0.00010609527955958453 0.01974179724432604 0.01822669117902391 0.0078247026814217326
leaf_weight=101 92 69 89 100 189 59 52 52 85 59 970 54 61 53 81 59 58 53 53
leaf_count=101 92 69 89 100 189 59 52 52 85 59 970 54 61 53 81 59 58 53 53
internal_value=0 0.0114538 0.0119499 0.0114118 0.012263 0.00525846 0.0131441 0.00619913 0.00482276 0.0126223 0.0130943 0.00725111 0.00852665 0.00686352 0.00328311 0.00926531 0.0147116 0.0137337 0.00363083
internal_weight=0 1773 1704 1615 1430 160 1270 616 185 1218 1159 564 472 358 246 165 112 114 112
internal_count=2389 1773 1704 1615 1430 160 1270 616 185 1218 1159 564 472 358 246 165 112 114 112
is_linear=0
shrinkage=0.16829


Tree=5303
num_leaves=24
num_cat=0
split_feature=52 1 160 15 15 4 15 12 0 1 0 150 1 52 13 3 403 13 13 0 12 0 12
split_gain=0.445488 0.239288 0.264449 0.289919 0.369153 0.233294 0.454007 0.248841 0.350279 0.313523 0.220954 0.378398 0.262985 0.2286 0.175941 0.144452 0.136891 0.128176 0.116329 0.104453 0.0809748 0.0976632 0.0446592
threshold=-0.016219999999999995 0.13368000000000005 -0.019794999999999997 -0.0093649999999999983 -0.088489999999999985 0.41488500000000006 -0.42443999999999993 0.08073000000000001 -0.049464999999999988 0.10574000000000001 -0.077084999999999987 0.085075000000000026 0.091900000000000023 -0.085924999999999987 -0.0042049999999999995 -0.075194999999999998 -0.52017999999999986 -0.073629999999999987 0.0083850000000000018 -0.071519999999999986 0.083970000000000017 -0.11208499999999998 0.086395000000000013
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=1 2 3 4 -1 7 -7 9 16 14 11 12 17 15 -2 18 -9 22 -12 20 -18 -22 -4
right_child=5 -3 10 -5 -6 6 -8 8 -10 -11 13 -13 -14 -15 -16 -17 19 -19 -20 -21 21 -23 -24
leaf_value=-0.0052195032232957156 0.01297661663559768 -0.0055558173773800493 0.011079778727277868 -0.0083253883990113374 0.013063785142245519 0.011777764687332895 -0.0073853916372071645 0.004409706818359586 -0.0035897775975285732 0.0071343311570321016 -0.0015197441311938092 -0.0016379570576520171 0.024190080144886453 -0.0056074873107766219 0.0248734606109699 0.012294414539069516 0.0041688892777326696 0.0048350050767366629 0.0081995675992125525 0.016408346133613659 0.017420463315263111 0.010337820265834283 0.017370769129720253
leaf_weight=54 58 54 76 67 74 82 61 100 53 78 69 56 53 53 93 82 56 68 70 92 60 821 59
leaf_count=54 58 54 76 67 74 82 61 100 53 78 69 56 53 53 93 82 56 68 70 92 60 821 59
internal_value=0 0.00526128 0.0060115 0.000633193 0.00533649 0.0100867 0.00359071 0.0107438 0.0097561 0.0158338 0.00779815 0.0108643 0.0136062 0.0043002 0.0203157 0.00668439 0.0103842 0.0108341 0.00336195 0.0109631 0.0104265 0.0108222 0.0138425
internal_weight=0 835 781 195 128 1554 143 1411 1182 229 586 312 256 274 151 221 1129 203 139 1029 937 881 135
internal_count=2389 835 781 195 128 1554 143 1411 1182 229 586 312 256 274 151 221 1129 203 139 1029 937 881 135
is_linear=0
shrinkage=0.16829


Tree=5304
num_leaves=23
num_cat=0
split_feature=1 3 2 10 2 3 2 15 0 150 0 0 3 457 0 15 3 15 132 0 1 42
split_gain=11.1935 2.98787 1.94586 1.12439 0.855414 0.84022 0.534566 0.45648 0.764349 0.685353 0.376215 0.325829 0.314881 0.308569 0.272467 0.238975 0.210874 0.214914 0.11829 0.118255 0.07055 0.0478368
threshold=0.104035 -0.036004999999999988 0.11444000000000001 -0.0010949999999999998 0.11585500000000001 0.085315000000000016 0.11353000000000001 -0.031659999999999994 -0.069884999999999989 0.086135000000000017 -0.14151499999999997 -0.096374999999999975 -0.0053599999999999993 -0.085584999999999981 -0.061994999999999995 0.11054000000000001 -0.082304999999999975 -0.081479999999999983 -0.015269999999999997 -0.051594999999999995 0.12986500000000004 -0.080249999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 -3 7 -5 -7 8 9 12 -9 -12 16 -13 -2 18 21 -18 -15 -6 -8 -1
right_child=1 3 -4 5 19 6 20 10 -10 -11 11 13 -14 15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.001223913790724988 0.0013555030273937274 6.5743469574365933e-05 0.00049913482286103629 0.00031648587280443547 0.0010364564083224464 0.00098360656457120287 0.00049113191646146229 0.0015150624221424399 0.00077538652865759066 0.00084382436571170654 0.001000815698789307 0.0015060777664376106 0.0014537133272103718 0.0013717290879139191 0.0010568202719561518 0.0010930911482965667 0.0011963156812087638 0.0009790412650053119 0.0012547342276636774 0.00081647825351755302 0.00066346916033316208 0.001357310719199318
leaf_weight=57 66 62 63 96 58 52 56 65 53 56 54 57 62 116 71 95 230 66 760 54 53 87
leaf_count=57 66 62 63 96 58 52 56 65 53 56 54 57 62 116 71 95 230 66 760 54 53 87
internal_value=0 0.000663705 0.000980067 0.000465249 0.00121162 0.000561491 0.000707362 0.0012295 0.00115599 0.00119208 0.00126862 0.00125378 0.00123086 0.00126704 0.00120097 0.00125297 0.00119937 0.00114799 0.00127027 0.00093071 0.000575252 0.00130475
internal_weight=0 519 200 319 1870 257 161 1758 611 558 1147 1082 502 1028 137 971 440 296 876 112 109 144
internal_count=2389 519 200 319 1870 257 161 1758 611 558 1147 1082 502 1028 137 971 440 296 876 112 109 144
is_linear=0
shrinkage=0.0032998


Tree=5305
num_leaves=20
num_cat=0
split_feature=1 1 3 47 3 0 11 0 1 15 15 3 13 159 49 13 52 49 3
split_gain=19.0094 4.75071 2.9099 1.84932 1.15277 1.05466 0.839984 0.922137 1.071 0.69484 0.608143 0.418206 0.285906 0.275792 0.460365 0.307242 0.271858 0.147717 0.120156
threshold=0.10312500000000001 0.12541500000000003 -0.036844999999999996 0.085505000000000012 0.0025650000000000004 0.076335000000000014 1.0000000180025095e-35 -0.13314999999999996 0.086920000000000011 -0.088709999999999983 -0.40992999999999996 -0.11197999999999998 -0.061199999999999991 0.0055900000000000004 0.093160000000000007 -0.014114999999999997 0.11297500000000001 0.085970000000000005 -0.081979999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 9 10 -4 6 7 8 -1 -2 -3 -9 -11 14 16 -16 -13 18 -15
right_child=1 3 4 -5 -6 -7 -8 11 -10 12 -12 13 -14 17 15 -17 -18 -19 -20
leaf_value=0.0017316179382867291 0.0012475781910507042 0.00061205586999625301 0.0006610513579615692 0.0011329657487776333 0.0011927075052879596 0.001330776289579853 0.0020417685174431753 0.0014298891590997925 0.0011205494618964477 0.0018774433305103397 0.00019773508644171971 0.0017640161918779035 0.00154469389479226 0.0016761153646649811 0.001660486846355579 0.0013714873943838869 0.0016250581958886141 0.0019790683840916435 0.0018981657058906364
leaf_weight=63 57 96 82 58 98 82 83 53 63 53 65 924 65 63 117 64 193 69 54
leaf_count=63 57 96 82 58 98 82 83 53 63 53 65 924 65 63 117 64 193 69 54
internal_value=0 0.0010099 0.00124579 0.000627364 0.000950704 0.00169844 0.00171568 0.00169939 0.00142636 0.0015491 0.000445002 0.00172175 0.00169445 0.00173214 0.00171475 0.00155849 0.00174004 0.00185335 0.0017789
internal_weight=0 574 355 219 180 1828 1746 1663 126 175 161 1537 118 1484 1298 181 1117 186 117
internal_count=2402 574 355 219 180 1828 1746 1663 126 175 161 1537 118 1484 1298 181 1117 186 117
is_linear=0
shrinkage=0.0032998


Tree=5306
num_leaves=19
num_cat=0
split_feature=1 10 150 150 150 131 1210 41 4 4 4 158 403 1213 42 131 52 13
split_gain=0.800891 0.34057 0.254047 0.345421 0.289436 0.208031 0.222257 0.283811 0.162564 0.305192 0.16231 0.127708 0.124207 0.112515 0.074219 0.142068 0.115031 0.0363199
threshold=0.12072500000000001 -0.0026549999999999994 0.089155000000000012 0.10571000000000001 0.077585000000000001 0.077860000000000013 -0.064799999999999983 0.077300000000000021 0.50569000000000008 0.098655000000000007 0.024315000000000003 0.112085 -0.11201999999999999 -0.074014999999999984 0.09087000000000002 0.090150000000000022 0.087635000000000005 -0.011269999999999997
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 -4 5 6 13 11 9 -3 -5 12 -8 -1 15 -7 17 -17
right_child=1 8 3 10 -6 14 7 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.00410752198260115 -0.012428726437728263 -0.00094804903199628677 -0.0069394715658979153 0.013788190500984947 0.019166567513031731 0.022989151019877686 0.013710151537679268 0.020642846931392202 -0.0035176638992681884 0.015834698430322976 0.0020243101842249553 0.016546110390740124 0.0081147576287573485 0.0069543500080540268 0.0089079759160178018 0.012426864793084099 0.0063775992950234643 0.018516283633660074
leaf_weight=52 53 69 59 74 97 53 125 62 73 55 61 61 1216 52 68 52 53 67
leaf_count=52 53 69 59 74 97 53 125 62 73 55 61 61 1216 52 68 52 53 67
internal_value=0 -0.000447262 0.0096092 0.00378547 0.0101853 0.00971621 0.00894382 0.00947806 0.00276706 0.00648142 0.00848597 0.00898304 0.00863767 0.00140614 0.0138435 0.0153272 0.0129558 0.0158705
internal_weight=0 250 2152 194 1958 1861 1568 1464 197 124 135 1402 1341 104 293 225 172 119
internal_count=2402 250 2152 194 1958 1861 1568 1464 197 124 135 1402 1341 104 293 225 172 119
is_linear=0
shrinkage=0.16829


Tree=5307
num_leaves=29
num_cat=0
split_feature=12 12 123 12 151 12 42 16 47 151 12 43 457 43 484 12 11 1429 12 42 43 43 42 12 42 42 12 16
split_gain=10.0508 2.89647 2.48062 1.75622 1.68813 1.07152 0.898282 0.689813 0.806367 0.543885 0.513302 0.49876 0.415424 0.338118 0.267857 0.221186 0.368327 0.219347 0.212446 0.205947 0.188764 0.535769 0.1803 0.216999 0.172451 0.137662 0.113645 0.0744032
threshold=0.077755000000000005 0.1072 0.089155000000000012 -0.14765999999999999 0.015440000000000001 0.087745000000000004 -0.025789999999999997 -0.38959499999999997 0.089360000000000009 -0.00016499999999999997 0.12701500000000002 -0.097279999999999991 0.082380000000000009 -0.070049999999999987 0.0038100000000000005 0.093840000000000021 0.077290000000000011 0.084665000000000004 0.092395000000000019 0.093195000000000014 -0.046639999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.08598500000000002 -0.080744999999999983 0.085790000000000019 0.089045000000000013 0.053535000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 7 11 -3 -5 9 12 -8 -2 -9 -11 15 18 20 22 19 26 27 -22 24 25 -13 -24 -7 -17
right_child=1 6 -4 4 -6 14 10 8 -10 13 -12 17 -14 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29
leaf_value=0.00070922501710512793 0.0021262899666548685 0.0015619799906797735 0.00071507232758639689 0.0011650368679092615 0.00079250276411178399 0.0016316964681841802 0.0013095776958025455 0.0010095857640088021 0.001825613035333749 0.001317536555339973 0.00088437528758965951 0.0018026830382656951 0.0014104476212902502 0.0016488731178805336 0.0014760529388012386 0.001726538144362514 0.0018645021954667429 0.001590976421192805 0.0018624711361904468 0.0014831389306056296 0.0012542061796456596 0.0016359609839800505 0.0017740032382420571 0.001639032933993092 0.0020451471252654991 0.0019430047546521519 0.001763352859350688 0.001567455365001944
leaf_weight=54 57 97 103 99 55 128 79 52 61 53 52 68 64 99 91 78 53 53 92 52 67 104 173 93 69 85 202 69
leaf_count=54 57 97 103 99 55 128 79 52 61 53 52 68 64 99 91 78 53 53 92 52 67 104 173 93 69 85 202 69
internal_value=0 0.00166799 0.00118493 0.00127499 0.00133817 0.00171964 0.00132029 0.00140821 0.00148127 0.00140276 0.00114106 0.00182929 0.00123105 0.00153357 0.00164955 0.00166819 0.00160635 0.00179794 0.00171652 0.00168128 0.00156321 0.00148659 0.00182034 0.00177937 0.00192506 0.00182982 0.00171239 0.00165211
internal_weight=0 1762 640 537 483 1534 228 428 329 268 131 598 116 152 936 845 371 541 474 382 318 171 488 351 137 258 330 147
internal_count=2402 1762 640 537 483 1534 228 428 329 268 131 598 116 152 936 845 371 541 474 382 318 171 488 351 137 258 330 147
is_linear=0
shrinkage=0.0032998


Tree=5308
num_leaves=21
num_cat=0
split_feature=4 123 2 12 2 2 0 0 0 2 12 15 12 4 49 16 159 1212 16 16
split_gain=14.2859 4.0042 2.21834 1.14271 0.834726 0.810972 1.13506 0.723896 0.698592 0.605926 0.693415 0.505247 0.462797 0.622415 0.372022 0.282518 0.275618 0.309077 0.234491 0.144845
threshold=0.30163500000000004 1.0000000180025095e-35 0.11177500000000001 -0.08947999999999999 0.14492000000000002 0.089125000000000024 -0.061994999999999995 -0.13314999999999996 -0.074754999999999988 0.11517500000000001 -0.040564999999999997 -0.41880499999999993 0.08073000000000001 -0.082869999999999985 0.085870000000000016 -0.075779999999999986 0.030370000000000005 0.049115000000000006 -0.063814999999999997 0.12292000000000002
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 2 5 -3 8 6 12 -7 -4 10 -2 -11 -1 15 -15 -14 17 18 -9 -10
right_child=9 3 4 -5 -6 7 -8 16 19 11 -12 -13 13 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0019346390499987503 0.00062126729176910464 0.0013157299602705144 0.0010948184485841026 0.00071378403758949301 0.00090625418458824356 0.0012368779136833479 0.0012783116746891364 0.0015952404740281435 0.0016542584857173416 0.00076470814482349381 0.0011323607981804352 0.00037232240512889947 0.0017521702834665026 0.0015899152581785639 0.0018126182841393162 0.0020153445049857317 0.0017351039687697315 0.0017718111452425958 0.0014343821930912707 0.0014199178326461041
leaf_weight=83 55 64 64 75 53 87 77 174 54 73 62 71 202 587 98 60 88 53 251 71
leaf_count=83 55 64 64 75 53 87 77 174 54 73 62 71 202 587 98 60 88 53 251 71
internal_value=0 0.00153346 0.00157109 0.000991192 0.00127417 0.0016119 0.00166663 0.00151906 0.00137716 0.00071548 0.000892404 0.000571485 0.00169562 0.00167464 0.00162183 0.00181257 0.00156237 0.0015305 0.00150032 0.00152143
internal_weight=0 2141 2002 139 242 1760 1107 653 189 261 117 144 1030 947 685 262 566 478 425 125
internal_count=2402 2141 2002 139 242 1760 1107 653 189 261 117 144 1030 947 685 262 566 478 425 125
is_linear=0
shrinkage=0.0032998


Tree=5309
num_leaves=13
num_cat=0
split_feature=1 47 15 14 0 14 0 481 475 160 34 0
split_gain=0.722425 0.43939 0.346332 0.233489 0.266421 0.188884 0.32578 0.20111 0.188928 0.304718 0.272172 0.169691
threshold=0.12072500000000001 0.085505000000000012 -0.37478999999999996 -0.10708499999999999 -0.22607999999999998 0.076175000000000007 -0.14766999999999997 -0.08706499999999999 -0.082274999999999987 -0.073574999999999988 -0.0011599999999999998 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 -1 -5 6 -6 -8 9 -9 -10 -2
right_child=1 -3 -4 4 5 -7 7 8 10 -11 -12 -13
leaf_value=0.020858318077444735 -0.0047518885947352915 0.011830716450381635 -0.013904833947375543 0.00019787406941536984 -0.0013541550034880364 0.01912019481511289 0.019706775937260432 -0.0013409069728130432 0.022603344719950669 0.012740950513445357 0.01031334596844476 0.0081133234533642701
leaf_weight=58 58 72 62 76 68 68 65 98 53 78 1588 58
leaf_count=58 58 72 62 76 68 68 65 98 53 78 1588 58
internal_value=0 0.000731514 -0.00374796 0.0102969 0.0100035 0.0103719 0.010066 0.0104795 0.0101485 0.00488971 0.0107114 0.00166523
internal_weight=0 250 178 2152 2094 2018 1950 1882 1817 176 1641 116
internal_count=2402 250 178 2152 2094 2018 1950 1882 1817 176 1641 116
is_linear=0
shrinkage=0.16829


Tree=5310
num_leaves=12
num_cat=0
split_feature=3 393 403 13 14 123 3 3 16 13 150
split_gain=0.401673 0.444084 0.321776 0.265042 0.258382 0.18888 0.211595 0.316096 0.251147 0.228257 0.223635
threshold=0.30112000000000005 0.084355000000000013 -0.075504999999999975 -0.46134499999999995 -0.10708499999999999 0.085740000000000011 0.091170000000000015 -0.0035149999999999995 -0.061784999999999993 -0.117405 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 6 7 9 -8 -6 -11
right_child=3 2 -4 -5 5 -7 8 -9 -10 10 -12
leaf_value=0.017538218177363365 0.0058959664951147676 0.0072569449753334715 -0.010593447167819287 -0.010546918712487398 -0.0012101819759461224 0.00060643555955522486 0.00947522453223806 0.019368474645990265 -0.003784920508936454 0.0084054747207942503 0.018896339999851922
leaf_weight=84 54 53 62 57 67 94 77 78 85 1603 60
leaf_count=84 54 53 62 57 67 94 77 78 85 1603 60
internal_value=0 0.00782533 -0.00235112 -0.00253149 0.00837099 0.00799704 0.00834877 0.00887125 0.00250665 0.00839692 0.00878506
internal_weight=0 2263 115 111 2148 2064 1970 1808 162 1730 1663
internal_count=2374 2263 115 111 2148 2064 1970 1808 162 1730 1663
is_linear=0
shrinkage=0.16829


Tree=5311
num_leaves=23
num_cat=0
split_feature=10 2 3 133 2 43 133 159 457 43 157 15 15 3 42 16 4 15 2 133 42 16
split_gain=0.3724 0.368376 0.414248 0.310633 0.302358 0.26474 0.391162 0.263182 0.32184 0.211269 0.23194 0.206935 0.211824 0.203418 0.329938 0.209446 0.152312 0.141264 0.13561 0.132218 0.0921558 0.0810153
threshold=0.058500000000000003 0.092155000000000015 -0.14443999999999999 0.032620000000000003 0.14870000000000003 0.033005000000000007 0.089135000000000006 0.10402500000000002 0.083415000000000017 -0.14839499999999997 -0.082259999999999986 0.022565000000000005 -0.04174499999999999 -0.08317999999999999 0.085075000000000026 -0.011989999999999999 0.19411000000000003 0.096190000000000012 0.078405000000000016 0.09606000000000002 0.083795000000000022 -0.031434999999999998
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 2 -1 4 7 6 -5 8 11 -4 20 12 -3 14 18 -16 17 -15 -12 -8 -11 -21
right_child=-2 3 9 5 -6 -7 19 -9 -10 10 13 -13 -14 16 15 -17 -18 -19 -20 21 -22 -23
leaf_value=0.02166630546932953 -0.0071991581235730127 0.0041906396838360229 0.015856024562133173 0.018090234813615356 -0.0082639767997620614 0.018753632007536311 -0.0034418132951235798 0.012927805702320419 -0.010253463687251564 0.018781606937633009 -0.001177288929392213 0.010438213151344029 -0.0047686722236251824 0.0062141148195488565 0.0030936167033605486 -0.011462244716761917 0.016784469166673668 0.013845082415762188 0.0077470297976285568 0.00085072357039220358 0.010061035799579286 0.0095040948303090882
leaf_weight=62 58 242 82 58 75 56 71 68 56 54 59 91 108 510 53 59 52 80 256 56 99 69
leaf_count=62 58 242 82 58 75 56 71 68 56 54 59 91 108 510 53 59 52 80 256 56 99 69
internal_value=0 0.00643937 0.00821054 0.00389071 0.00176921 0.00826479 0.00594522 0.00310423 0.00175655 0.0075694 0.00701187 0.0032857 0.00142092 0.00613158 0.00327792 -0.00455816 0.00802678 0.00725187 0.00606979 0.00234211 0.0131506 0.00564176
internal_weight=0 2316 1366 950 640 310 254 565 497 1304 1222 441 350 1069 427 112 642 590 315 196 153 125
internal_count=2374 2316 1366 950 640 310 254 565 497 1304 1222 441 350 1069 427 112 642 590 315 196 153 125
is_linear=0
shrinkage=0.16829


Tree=5312
num_leaves=23
num_cat=0
split_feature=4 12 3 43 3 12 150 0 4 3 13 4 43 16 13 43 48 3 16 3 0 13
split_gain=17.7928 10.1777 3.34733 1.90715 1.82699 1.92964 1.44679 1.22544 1.16311 2.33981 0.901879 0.879509 0.636168 0.487765 0.45014 0.297938 0.243472 0.242751 0.235147 0.126895 0.125916 0.0227228
threshold=0.30163500000000004 0.054520000000000006 0.149315 -0.031974999999999996 -0.14162499999999997 0.12858500000000003 0.081245000000000026 -0.071519999999999986 -0.030434999999999993 0.091170000000000015 0.084330000000000016 0.0051600000000000005 -0.088689999999999977 0.11346000000000002 -0.08125499999999998 0.061400000000000003 0.084725000000000009 -0.082454999999999987 -0.123625 -0.078254999999999977 -0.082454999999999987 -0.086804999999999979
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 2 3 12 10 11 7 14 -5 -10 -3 13 -1 15 -2 16 -6 -15 21 -20 -17 -13
right_child=6 4 -4 8 5 -7 -8 -9 9 -11 -12 18 -14 17 -16 20 -18 -19 19 -21 -22 -23
leaf_value=0.001517980251216232 0.00081648364856269076 0.0026341879909412584 0.00072125431331567912 0.0020072528540774409 0.0020444667569347761 0.0013387646120168147 0.0013859161674578144 0.00048667337289029717 0.0018515837208573354 0.00096496953720892847 0.0020764037488974602 0.0018299035723484186 0.0010683271539217813 0.0019109658433822351 0.0012373702496587099 0.0019692472930349747 0.0018567620900971804 0.0016130291202062215 0.0015552954794928269 0.0017630857780221683 0.0017450372177010001 0.0019497805457208139
leaf_weight=54 61 60 68 88 896 59 56 86 87 52 69 52 97 78 52 56 87 52 57 89 64 54
leaf_count=54 61 60 68 88 896 59 56 86 87 52 69 52 97 78 52 56 87 52 57 89 64 54
internal_value=0 0.00183944 0.00139624 0.00151758 0.00195757 0.00192592 0.000916548 0.000784287 0.00170914 0.00152015 0.00233611 0.00194923 0.00122936 0.00198577 0.00101048 0.00200856 0.00202789 0.00179206 0.0017703 0.0016822 0.00184996 0.00189131
internal_weight=0 2119 446 378 1673 1544 255 199 227 139 129 1485 151 1233 113 1103 983 130 252 146 120 106
internal_count=2374 2119 446 378 1673 1544 255 199 227 139 129 1485 151 1233 113 1103 983 130 252 146 120 106
is_linear=0
shrinkage=0.0032998


Tree=5313
num_leaves=26
num_cat=0
split_feature=4 12 3 43 11 11 13 4 3 43 42 12 39 16 157 16 43 43 13 42 0 4 12 157 12
split_gain=26.2737 8.30071 3.15538 3.30903 2.10279 2.26849 1.63425 1.26841 3.69496 1.17255 1.14778 0.663334 0.623003 0.514375 0.274741 0.431646 0.298153 0.228354 0.218889 0.521631 0.228139 0.209408 0.15205 0.12671 0.0508836
threshold=0.30163500000000004 0.054520000000000006 0.30112000000000005 -0.031974999999999996 1.0000000180025095e-35 0.085630000000000026 -0.061199999999999991 -0.030434999999999993 0.092330000000000009 -0.088689999999999977 0.128055 0.090465000000000004 0.085495000000000015 -0.44470499999999996 -0.081329999999999986 -0.020464999999999997 -0.083269999999999997 0.0035900000000000007 -0.057284999999999996 -1.0000000180025095e-35 -0.080219999999999986 -0.072529999999999983 0.093840000000000021 -0.087424999999999989 0.092735000000000026
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=1 2 3 9 10 -6 12 -5 -9 -1 11 14 -2 -8 23 17 -17 -16 20 21 24 -20 -22 -3 -13
right_child=6 4 -4 7 5 -7 13 8 -10 -11 -12 18 -14 -15 15 16 -18 -19 19 -21 22 -23 -24 -25 -26
leaf_value=0.0015157200023736754 0.00021302330058545717 0.001974302734869678 0.00067525124116697157 0.0020551191604113971 0.0028080108471874913 0.0019155040844623841 0.0011214345100978487 0.0019607088609736615 0.00087185396896104976 0.00090716008872646027 0.0014043012113960486 0.0018287126946768283 0.00067808966552336048 0.00069183356593312706 0.0020189470133706185 0.0019392903989916661 0.0016860856971540911 0.0018344971509804881 0.0019492808406822593 0.0015104504024004007 0.0020959121039897692 0.0017526235990524444 0.0018866207440569275 0.0021927575085180545 0.0016680732280113023
leaf_weight=54 72 57 57 92 57 69 75 92 54 97 55 53 56 52 394 97 115 96 97 76 56 174 152 73 52
leaf_count=54 72 57 57 92 57 69 75 92 54 97 55 53 56 52 394 97 115 96 97 76 56 174 152 73 52
internal_value=0 0.00180174 0.00140145 0.00150777 0.00190844 0.00231954 0.00068039 0.00175045 0.00155822 0.00112502 0.00187493 0.00189226 0.000416765 0.000945812 0.00195477 0.00192834 0.00180211 0.00198288 0.0018134 0.00175476 0.00187829 0.00182314 0.00194314 0.00209724 0.00174949
internal_weight=0 2119 446 389 1673 126 255 238 146 151 1547 1492 128 127 832 702 212 490 660 347 313 271 208 130 105
internal_count=2374 2119 446 389 1673 126 255 238 146 151 1547 1492 128 127 832 702 212 490 660 347 313 271 208 130 105
is_linear=0
shrinkage=0.0032998


Tree=5314
num_leaves=19
num_cat=0
split_feature=1 15 12 123 1 41 15 15 14 16 12 15 12 15 15 1 15 12
split_gain=13.3993 2.47212 1.40199 0.933631 0.791562 0.74875 0.485906 0.517422 0.48169 1.09622 0.477988 0.405028 0.640231 0.322344 0.450959 0.257412 0.632816 0.227098
threshold=0.10538500000000002 -0.2987999999999999 0.087245000000000003 1.0000000180025095e-35 0.11869500000000001 1.0000000180025095e-35 -0.025694999999999999 -0.077809999999999976 -0.41790499999999997 -0.4714549999999999 0.11769500000000001 -0.19301999999999997 0.077755000000000005 -0.026169999999999995 -0.011859999999999997 0.073870000000000005 -1.0000000180025095e-35 0.092395000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 6 5 -4 10 7 -3 -2 -10 11 -1 15 17 -15 -13 -17 -14
right_child=1 2 4 -5 -6 -7 -8 -9 9 -11 -12 12 13 14 -16 16 -18 -19
leaf_value=0.0018022308478530188 0.00082464945047866468 0.00083738175452433017 0.0015344807909694772 0.0011391263633333411 0.0010215264224251769 0.0018354385756219282 0.00063186828186887747 0.001250051888324434 0.00074778399272542586 9.2340797902632231e-05 0.0012045817590200271 0.0011219259498582695 0.0015103124000443043 0.0018120041276078465 0.0015427574554038664 0.001173562262590069 0.0016286416549441394 0.0013499160863585553
leaf_weight=53 54 91 79 74 57 79 59 53 60 52 57 52 286 75 904 68 67 154
leaf_count=53 54 91 79 74 57 79 59 53 60 52 57 52 286 75 904 68 67 154
internal_value=0 0.000898282 0.00105996 0.00150427 0.00131975 0.0015193 0.00088574 0.000989512 0.000567893 0.000443786 0.00150473 0.00151502 0.00150552 0.00152959 0.00156342 0.00132263 0.00139968 0.00145425
internal_weight=0 505 339 1869 136 1795 203 144 166 112 1716 1659 1606 1419 979 187 135 440
internal_count=2374 505 339 1869 136 1795 203 144 166 112 1716 1659 1606 1419 979 187 135 440
is_linear=0
shrinkage=0.0032998


Tree=5315
num_leaves=24
num_cat=0
split_feature=4 1 4 3 12 3 133 15 3 3 3 1456 13 52 42 43 133 42 43 52 42 15 12
split_gain=0.66511 0.434106 0.293061 0.272204 0.247332 0.349861 0.411328 0.400769 0.610592 0.254956 0.227204 0.205788 0.182355 0.373676 0.239391 0.188501 0.205955 0.306749 0.182266 0.173599 0.169099 0.157771 0.143736
threshold=-0.37983499999999992 0.096300000000000011 -0.11205499999999999 -0.11128999999999999 -0.10236499999999998 -0.016479999999999998 -1.0000000180025095e-35 -0.020429999999999997 0.11191000000000002 -0.12077499999999998 -0.0020049999999999994 -0.062944999999999987 -0.087444999999999981 0.063595000000000013 0.087075000000000014 0.11870000000000001 0.089755000000000015 0.089150000000000021 -0.071349999999999983 -0.066959999999999978 0.086825000000000013 -0.084629999999999997 0.084760000000000016
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 -1 -3 6 -6 8 10 -8 -7 21 13 20 -15 16 22 -18 19 -11 -13 -4 -14
right_child=1 4 11 -5 5 7 9 -9 -10 18 -12 12 15 14 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.028816743619702788 -0.00029786149661645316 0.015976405093674088 0.011218650142685334 0.014453336550233889 -0.0046706655026916418 0.002633069867776539 0.02020831655884503 -0.013332113253215622 0.013720021061780033 0.0046838101636527589 -0.012250637764496032 0.018775773634450398 0.018525403447372357 -0.0082531169740228082 0.0075952251028390842 0.0053795785219366548 0.00375836033638578 0.014077094727692497 -0.00055135256167599496 0.017992437342795011 0.0071046432793788012 -0.00053248116123374122 0.013129052589011873
leaf_weight=63 70 53 56 94 58 56 64 55 85 55 60 71 195 53 55 102 147 185 52 57 71 76 517
leaf_count=63 70 53 56 94 58 56 64 55 85 55 60 71 195 53 55 102 147 185 52 57 71 76 517
internal_value=0 0.00887916 0.010325 0.0202284 0.004993 0.00391567 0.00796134 -0.000597087 0.00287868 0.0111826 -0.00504991 0.0108128 0.0114142 0.00727851 -0.000165567 0.0123149 0.0129907 0.00951367 0.00764944 0.011473 0.0129529 0.00443924 0.0146095
internal_weight=0 2193 1598 157 595 542 286 256 201 228 116 1528 1396 250 108 1146 1044 332 164 112 142 132 712
internal_count=2350 2193 1598 157 595 542 286 256 201 228 116 1528 1396 250 108 1146 1044 332 164 112 142 132 712
is_linear=0
shrinkage=0.16829


Tree=5316
num_leaves=12
num_cat=0
split_feature=160 31 49 15 1 457 1 0 150 3 2
split_gain=0.429509 0.390424 0.27243 0.275432 0.301239 0.286792 0.318631 0.248132 0.222085 0.288767 0.161834
threshold=-0.54119499999999987 -0.019269999999999999 0.14541000000000001 -0.40312499999999996 0.13368000000000005 0.083415000000000017 0.083065000000000014 -0.20489499999999997 0.088985000000000009 0.12991000000000003 0.088975000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -5 9 -9 -10
right_child=1 2 -4 5 -6 6 -8 8 10 -11 -12
leaf_value=0.021212084755226138 -0.0056418345701476766 -0.0076607952182570528 -0.0021022439743408265 0.020174286384253129 0.0086135316240924364 0.010875469401219905 -0.0041751919275188924 0.0090978951226911488 0.0084102658084764127 0.020824410595722473 -0.0046192715035476466
leaf_weight=68 61 62 73 59 67 68 96 1626 52 62 56
leaf_count=68 61 62 73 59 67 68 96 1626 52 62 56
internal_value=0 0.00762334 0.00798848 0.00833225 0.000777835 0.00881403 0.00205437 0.00941069 0.00905609 0.00952967 0.00163757
internal_weight=0 2282 2221 2148 129 2019 164 1855 1796 1688 108
internal_count=2350 2282 2221 2148 129 2019 164 1855 1796 1688 108
is_linear=0
shrinkage=0.16829


Tree=5317
num_leaves=20
num_cat=0
split_feature=1 12 11 1 123 0 34 0 16 12 1 12 12 1446 16 1375 1 160 51
split_gain=8.60065 1.59691 1.34422 1.14862 1.02183 0.622336 0.584026 0.572872 0.710516 0.541149 0.454577 0.427966 0.293321 0.251886 0.213314 0.205594 0.193038 0.157894 0.140505
threshold=0.10538500000000002 0.087545000000000026 1.0000000180025095e-35 0.12765500000000005 1.0000000180025095e-35 -0.13740499999999997 -0.010024999999999997 -0.060199999999999997 0.11021500000000002 -0.092644999999999991 0.085595000000000018 -1.0000000180025095e-35 0.023990000000000004 0.037915000000000011 -0.083104999999999984 -0.066804999999999989 0.11367000000000001 -0.13024499999999997 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 16 5 -1 -2 13 -9 -8 -4 -11 -10 15 -13 -7 -3 -15 -17
right_child=1 3 10 -5 -6 7 9 8 12 11 -12 14 -14 17 -16 18 -18 -19 -20
leaf_value=0.00080852495393422829 0.0001398754094891562 0.0011611791629389308 0.0016284969547054942 0.0004218849555104238 0.00067522999738232642 0.0012819511276827564 0.00080901287015890534 0.00060425884383213946 0.00122198826290419 0.00024583069579678672 0.0011978553551649188 0.00041649197539508892 0.00089241571037399848 0.0013674415746149089 0.000679065716586928 0.0010800187820166319 0.00089107185085128538 0.0011443534274944093 0.00090023283275567512
leaf_weight=103 58 53 56 52 80 55 52 60 56 83 53 69 65 56 68 1108 68 103 52
leaf_count=103 58 53 56 52 80 55 52 60 56 83 53 69 65 56 68 1108 68 103 52
internal_value=0 0.000576183 0.00106307 0.000833202 0.0010407 0.00105831 0.000441336 0.00107483 0.000899251 0.000505488 0.00141943 0.000433586 0.00104524 0.00109794 0.000547078 0.00108152 0.00100967 0.00122315 0.00107199
internal_weight=0 503 1847 173 1738 1658 330 1555 181 272 109 220 121 1374 137 1215 121 159 1160
internal_count=2350 503 1847 173 1738 1658 330 1555 181 272 109 220 121 1374 137 1215 121 159 1160
is_linear=0
shrinkage=0.0032998


Tree=5318
num_leaves=22
num_cat=0
split_feature=4 123 11 0 0 4 52 15 15 4 0 4 0 0 11 52 52 157 15 42 52
split_gain=10.4077 5.95342 2.10116 1.53746 2.12084 1.41778 1.09985 1.16975 1.01226 0.887039 0.931362 0.776967 0.66455 0.82577 0.554181 0.303579 0.258048 0.291409 0.22751 0.127654 0.134932
threshold=0.36766000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -0.061994999999999995 -0.10023499999999998 -0.41016499999999995 -0.15086999999999998 0.022565000000000005 -0.10981499999999998 0.03851000000000001 -0.15653499999999998 0.0030100000000000001 -0.10803999999999998 -0.036119999999999992 0.085155000000000022 -0.013914999999999999 -0.059354999999999991 -0.027269999999999996 0.11354000000000002 -1.0000000180025095e-35 -0.011499999999999998
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 2 3 4 8 -5 -7 -8 -1 10 -10 16 -2 -14 -4 -3 17 -6 -18 -13 -21
right_child=12 15 14 5 11 6 7 -9 9 -11 -12 19 13 -15 -16 -17 18 -19 -20 20 -22
leaf_value=0.0017181940867144446 0.0011256309756060461 0.00085291693155239447 0.0023169008239025532 0.0017639476428411493 0.0018299217968171984 0.0015719481064081081 0.00067217176987216401 0.0013707396157536227 0.0013831719090238019 0.0015346681492894995 0.00075926947368867034 0.0014171641890714317 0.00054826537087787511 0.00104579361038924 0.0018822046325285445 0.0011728721948283251 0.0018058018304544499 0.0015645379359378417 0.0016126686509783297 0.0014750134565397158 0.0017050425536332472
leaf_weight=82 84 90 58 79 72 63 53 52 53 82 52 68 87 63 75 52 855 133 76 54 67
leaf_count=82 84 90 58 79 72 63 53 52 53 82 52 68 87 63 75 52 855 133 76 54 67
internal_value=0 0.00162352 0.00167049 0.00164146 0.00167911 0.00139836 0.00122623 0.00101846 0.00141127 0.00127649 0.00107453 0.00173346 0.000889776 0.000757462 0.00207204 0.000970332 0.00176626 0.00165792 0.00179007 0.00153612 0.00160268
internal_weight=0 2116 1974 1841 1594 247 168 105 269 187 105 1325 234 150 133 142 1136 205 931 189 121
internal_count=2350 2116 1974 1841 1594 247 168 105 269 187 105 1325 234 150 133 142 1136 205 931 189 121
is_linear=0
shrinkage=0.0032998


Tree=5319
num_leaves=22
num_cat=0
split_feature=1 3 11 1 2 1 4 11 49 2 0 4 1429 12 3 12 1210 16 4 3 49
split_gain=17.5071 2.76056 1.63126 1.40902 1.26862 1.16331 1.08086 0.917643 0.906554 0.600069 0.497578 0.378097 0.527594 0.342304 0.296578 0.259398 0.252103 0.237821 0.320433 0.222593 0.0792096
threshold=0.10752500000000002 -0.055839999999999994 1.0000000180025095e-35 0.096300000000000011 0.12399000000000002 0.12450500000000002 0.30163500000000004 0.085155000000000022 -0.042269999999999995 0.090225000000000014 -0.0076699999999999989 -0.0065299999999999993 0.083985000000000018 -0.054684999999999991 -0.015794999999999997 0.083825000000000024 -0.07983999999999998 -0.38959499999999997 -0.0030749999999999996 0.12991000000000003 0.0033550000000000003
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=2 6 3 4 9 13 -2 -4 -5 11 17 12 16 -3 -10 -13 -1 -11 -19 -7 -17
right_child=1 5 7 8 -6 19 -8 -9 14 10 -12 15 -14 -15 -16 20 -18 18 -20 -21 -22
leaf_value=0.0016134047387437599 0.0012529928545818329 0.00053068366883972709 0.0020229998786175231 0.00070727852416941185 0.00088225804408869919 0.00016593834635533891 0.00067265075619842029 0.0014540733198615547 0.001376912219837087 0.0014865735083178777 0.0016162246406797053 0.0017722056819223743 0.0010974265970668021 0.00087993524476307947 0.0010480205723774466 0.0015922758072140352 0.001413376898888885 0.001319809159225525 0.0011384681145473784 0.00040126667160617031 0.0014231364203137822
leaf_weight=80 87 60 62 54 55 81 59 63 65 55 53 55 55 64 58 61 642 296 172 97 76
leaf_count=80 87 60 62 54 55 81 59 63 65 55 53 55 55 64 58 61 642 296 172 97 76
internal_value=0 0.000645968 0.00137121 0.00134549 0.00137647 0.00046565 0.00101871 0.00173654 0.00106524 0.00139404 0.00130904 0.00144453 0.0014117 0.000711227 0.00122211 0.00157723 0.00143559 0.00127784 0.00125324 0.000294377 0.0014987
internal_weight=0 448 1902 1777 1600 302 146 125 177 1545 576 969 777 124 123 192 722 523 468 178 137
internal_count=2350 448 1902 1777 1600 302 146 125 177 1545 576 969 777 124 123 192 722 523 468 178 137
is_linear=0
shrinkage=0.0032998


Tree=5320
num_leaves=22
num_cat=0
split_feature=1 1 1 4 0 4 11 151 4 4 51 49 4 0 50 0 42 51 4 42 13
split_gain=33.2013 5.21372 2.81544 3.26963 2.60716 1.78813 1.73111 1.3836 1.14368 0.884669 1.09069 0.620498 0.574517 0.470303 0.421956 0.410518 0.256697 0.209421 0.123147 0.0966986 0.0825668
threshold=0.10915500000000002 0.12450500000000002 0.095950000000000021 -0.022189999999999998 0.062580000000000011 0.30163500000000004 1.0000000180025095e-35 -0.077429999999999985 -0.010739999999999998 0.043850000000000007 -0.031729999999999994 0.091885000000000008 -0.16772499999999999 -0.076209999999999986 0.11690000000000002 -0.087404999999999997 1.0000000180025095e-35 0.094975000000000018 -0.080164999999999986 0.08622500000000001 -0.052454999999999995
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=2 8 4 12 6 -3 9 -5 -2 13 -11 19 -4 14 17 -7 -10 -1 -15 -12 -20
right_child=1 5 3 7 -6 15 -8 -9 16 10 11 -13 -14 18 -16 -17 -18 -19 20 -21 -22
leaf_value=0.0022571646756550951 0.0018972671189968443 0.0011212092649187169 0.0024598225516232375 0.0010488924441618465 0.0015629854427176373 0.00074347303996120224 0.0026967730637104874 0.0017287258858502492 0.0012209347153444394 0.0015739550960930568 0.0023803373480562394 0.0018301435509043365 0.0019851721239894371 0.0022145528918920449 0.0019615213959726886 0.00036244124764906013 0.0015024957880780925 0.002477580799593049 0.0021237963727646458 0.0021691420471069262 0.00196997540682671
leaf_weight=960 57 91 59 52 70 52 78 89 83 52 52 53 55 70 53 77 65 53 83 57 94
leaf_count=960 57 91 59 52 70 52 78 89 83 52 52 53 55 70 53 77 65 53 83 57 94
internal_value=0 0.00111981 0.0021388 0.00181498 0.00218808 0.000766678 0.00221532 0.00147826 0.00149861 0.0021907 0.00199237 0.00212646 0.00223113 0.002223 0.00225349 0.000516309 0.00134483 0.00226873 0.00209126 0.00227022 0.00204231
internal_weight=0 425 1930 255 1675 220 1605 141 205 1527 214 162 114 1313 1066 129 148 1013 247 109 177
internal_count=2355 425 1930 255 1675 220 1605 141 205 1527 214 162 114 1313 1066 129 148 1013 247 109 177
is_linear=0
shrinkage=0.0032998


Tree=5321
num_leaves=20
num_cat=0
split_feature=1 52 1 147 14 12 43 12 12 1 16 48 16 12 52 52 16 158 43
split_gain=30.0886 3.86588 3.14835 2.55074 2.44297 1.99913 2.24651 1.58885 0.942738 0.68331 0.662379 0.558073 0.389011 0.366008 0.352525 0.404885 0.303126 0.262976 0.15991
threshold=0.10752500000000002 -0.24264499999999997 0.13630500000000004 0.089365000000000014 0.054835000000000009 0.054520000000000006 -0.065804999999999989 0.086885000000000004 0.11628000000000001 0.092485000000000026 -0.15796999999999997 0.090720000000000009 -0.0043999999999999994 0.095330000000000012 -0.069034999999999985 0.0060650000000000009 -0.034884999999999992 0.10254000000000001 -0.013384999999999999
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 7 4 5 6 -1 14 11 16 -4 13 -13 17 -3 -16 -8 -7 -15
right_child=1 2 10 -5 -6 8 9 -9 -10 -11 -12 12 -14 18 15 -17 -18 -19 -20
leaf_value=0.0012040480495552476 0.0018052017481489807 0.00066772029078049691 0.00065306558607084754 0.0012213858620034673 0.0025504614746003811 0.0020211639350412413 0.0018036641670721968 0.0014530732164179661 0.0015874403290805502 0.0015622583721915939 0.00016870486226997338 0.0019243075571195342 0.0015523116776952144 0.0019680120140026409 0.001124040940755776 0.0007560996137409657 0.0021412785357056985 0.0022500298208763553 0.001801636593356534
leaf_weight=83 54 53 66 55 70 974 52 80 69 58 58 80 52 159 88 53 72 61 118
leaf_count=83 54 53 66 55 70 974 52 80 69 58 58 80 52 159 88 53 72 61 118
internal_value=0 0.000976114 0.000863536 0.00192339 0.00194426 0.00192038 0.00165515 0.00106106 0.00196681 0.00186068 0.000426794 0.00198491 0.00177803 0.0020057 0.000899219 0.000985987 0.00199998 0.00203469 0.00189726
internal_weight=0 452 398 1903 1848 1778 265 274 1513 182 124 1444 132 1312 194 141 124 1035 277
internal_count=2355 452 398 1903 1848 1778 265 274 1513 182 124 1444 132 1312 194 141 124 1035 277
is_linear=0
shrinkage=0.0032998


Tree=5322
num_leaves=20
num_cat=0
split_feature=2 4 12 150 2 15 16 2 2 2 11 4 16 16 16 13 1455 12 16
split_gain=17.0985 9.03855 3.29624 2.67101 1.98902 1.13282 1.19797 0.848196 0.803489 0.731795 0.579141 0.469772 0.446664 0.390953 0.492212 0.307289 0.196511 0.210627 0.169367
threshold=0.13631000000000001 0.30163500000000004 1.0000000180025095e-35 0.083435000000000023 0.16730000000000003 -0.11664999999999999 0.15737500000000001 0.09742000000000002 0.064660000000000009 0.10124000000000001 1.0000000180025095e-35 0.032965000000000001 -0.123625 0.51783000000000012 -0.036039999999999996 -0.053824999999999991 0.083295000000000022 0.087745000000000004 -0.52180499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 15 -1 7 -7 -3 10 11 16 -13 14 -11 -2 17 -4 -10
right_child=4 8 9 -5 -6 6 -8 -9 18 13 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0017944279587623607 0.00040416003424589717 0.00041765548214688287 0.0016316871410345228 0.00073145739137291511 -0.00020236255875766081 0.0012758278875955118 0.0016322913221124185 0.00074639486599876136 0.00073461152882809875 0.0014703663842836709 0.0018371744437541521 0.0015289061914635148 0.0011482647410528809 0.0016179957264385017 0.0011313155841500314 0.00074665952872824391 0.001400574080381526 0.0015376395571718659 0.0010004631878769406
leaf_weight=53 62 70 480 102 54 92 63 52 52 91 80 78 61 53 99 54 76 627 56
leaf_count=53 62 70 480 102 54 92 63 52 52 91 80 78 61 53 99 54 76 627 56
internal_value=0 0.00140702 0.00147024 0.00118474 0.000320294 0.00136244 0.00125166 0.00108489 0.000694 0.00153305 0.0015622 0.00154553 0.00136212 0.00136472 0.00129389 0.000563903 0.00156705 0.00157845 0.000872787
internal_weight=0 2185 2007 362 170 260 207 144 178 1645 1402 1322 139 243 190 116 1183 1107 108
internal_count=2355 2185 2007 362 170 260 207 144 178 1645 1402 1322 139 243 190 116 1183 1107 108
is_linear=0
shrinkage=0.0032998


Tree=5323
num_leaves=18
num_cat=0
split_feature=2 9 474 16 2 43 160 0 1 457 403 43 160 48 43 2 0
split_gain=0.912795 0.389797 0.331419 0.290611 0.558306 0.283368 0.229841 0.221532 0.262214 0.211091 0.257488 0.432819 0.178088 0.215798 0.17664 0.122995 0.116288
threshold=0.114805 0.088235000000000022 -0.08539999999999999 -0.14839499999999997 0.10124000000000001 -0.080419999999999978 -0.015149999999999999 -0.042364999999999993 0.096035000000000023 0.083995000000000014 0.036225000000000007 -0.23919999999999997 -0.065924999999999997 0.014805 -0.054574999999999992 0.11084500000000001 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 9 -6 -4 8 -2 10 11 -5 -10 -14 -8 -7 -12
right_child=7 -3 3 4 5 15 14 -9 12 -11 16 -13 13 -15 -16 -17 -18
leaf_value=0.025501197453184261 0.014251661621120206 -0.00074642975292107201 0.027773272172222856 0.029515054103051754 -0.0067560726390837912 0.011343128348412158 0.0088245002805617725 -0.0035733321495714948 -0.0055729395781322017 0.0058096787893178372 0.010970150918729903 0.014185010648576749 0.012409274948310565 -0.00064332611205178403 0.019937593420051043 0.0011649096620132515 0.0018891026456423967
leaf_weight=63 81 56 59 55 52 94 68 86 52 97 132 1103 72 71 103 53 58
leaf_count=63 81 56 59 55 52 94 68 86 52 97 132 1103 72 71 103 53 58
internal_value=0 0.0130651 0.0134653 0.0130597 0.0122726 0.00390291 0.0186776 0.0038715 0.00619778 0.013424 0.0139706 0.0149147 0.00284311 0.00591605 0.0155289 0.00768565 0.0082075
internal_weight=0 1993 1937 1874 1644 199 230 362 276 1445 1348 1158 195 143 171 147 190
internal_count=2355 1993 1937 1874 1644 199 230 362 276 1445 1348 1158 195 143 171 147 190
is_linear=0
shrinkage=0.16829


Tree=5324
num_leaves=20
num_cat=0
split_feature=1 15 4 132 1446 483 1429 15 16 52 15 15 1209 160 16 160 393 130 1210
split_gain=0.645635 0.280514 0.504376 0.373956 0.375732 0.271602 0.313087 0.40503 0.385226 0.242984 0.228924 0.38054 0.10948 0.136946 0.143619 0.113619 0.0918555 0.0910187 0.0513903
threshold=0.12048000000000002 0.03981500000000001 -0.14236999999999997 0.090145000000000017 0.088690000000000005 0.088610000000000008 -0.0079199999999999982 -0.008094999999999998 0.066275000000000014 1.0000000180025095e-35 -0.42759999999999992 -0.087734999999999994 0.083050000000000013 -0.020454999999999997 -0.013324999999999998 -0.44446499999999994 0.098330000000000015 0.085970000000000005 -0.080859999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 9 -9 -8 -2 -12 13 15 16 -4 17 -15 -14
right_child=10 2 12 -5 -6 -7 7 8 -10 -11 11 -13 18 14 -16 -17 -18 -19 -20
leaf_value=0.019352647467322053 0.0098844243345789836 0.027269277471575509 0.011236257481694153 -0.0019325908832276896 -0.0032560698343669704 0.019029441945982623 0.0088174713515033129 -0.0050453770005774324 0.010835782507650608 0.016033557280928024 -0.0097602390609983613 0.0057353779856765888 0.020676504277136427 0.0090559047628020056 0.0024838973972011696 0.021574294033019591 0.017615805532989259 0.01588061623764327 0.01327141203351986
leaf_weight=87 68 65 65 82 59 97 573 104 74 173 85 95 52 375 66 58 52 66 59
leaf_count=87 68 65 65 82 59 97 573 104 74 173 85 95 52 375 66 58 52 66 59
internal_value=0 0.0106486 0.0129962 0.00903451 0.00980666 0.0105039 0.00968409 0.0087718 0.00154681 0.0104933 0.00156202 -0.00157202 0.0118241 0.0110186 0.00989165 0.0161257 0.0108797 0.0100814 0.0167567
internal_weight=0 2107 858 1249 1167 1108 1011 924 178 746 248 180 793 682 559 123 493 441 111
internal_count=2355 2107 858 1249 1167 1108 1011 924 178 746 248 180 793 682 559 123 493 441 111
is_linear=0
shrinkage=0.16829


Tree=5325
num_leaves=22
num_cat=0
split_feature=4 3 148 49 3 3 12 43 51 16 4 12 12 3 12 483 52 483 1212 1212 4
split_gain=0.709395 0.37662 0.595536 0.311272 0.225969 0.316939 0.680371 0.416857 0.207291 0.237391 0.239562 0.339705 0.211928 0.201056 0.191494 0.225008 0.170211 0.155739 0.11909 0.132329 0.0731823
threshold=0.51400500000000016 -0.072579999999999992 -0.043434999999999994 0.14121000000000003 -0.10175499999999998 -0.13088999999999998 0.085635000000000003 -0.049914999999999994 0.10446500000000002 0.0023100000000000004 -0.011514999999999999 0.090630000000000002 0.096150000000000013 0.0037100000000000002 0.083785000000000012 0.092420000000000016 -0.12647999999999995 0.058525000000000008 0.091685000000000016 0.040035000000000008 -0.079614999999999977
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 4 -3 8 5 6 -1 -8 9 10 11 -4 16 -12 -6 17 -11 18 19 -16 -20
right_child=-2 2 3 -5 14 -7 7 -9 -10 12 13 -13 -14 -15 15 -17 -18 -19 20 -21 -22
leaf_value=0.022436331670090636 -0.0076038768627846153 -0.011695644304013417 -0.011992776397024859 -0.0055028231981741095 0.019481483657163446 -0.0028787118375862746 -0.0092856029214324499 0.009220440984468236 0.016409698853268519 0.0086829192691210855 0.011319453196258435 0.0069715011313688539 0.0034060761713010433 0.0019632701051996047 0.011027445434151878 0.0024207379882683769 0.021549319021858589 0.020467653724069345 0.011761944950247679 0.0041954390799298184 0.020731707093816238
leaf_weight=76 77 52 52 52 77 80 52 102 74 52 148 55 56 117 819 85 68 52 52 90 54
leaf_count=76 77 52 52 52 77 80 52 102 74 52 148 55 56 117 819 85 68 52 52 90 54
internal_value=0 0.00880937 0.00564433 0.0069848 0.0103013 0.00622807 0.00940346 0.00295998 0.00803167 0.00689705 0.00448007 -0.00222799 0.0119954 0.00719539 0.0113272 0.0107806 0.0159889 0.0114449 0.0109809 0.010353 0.0163484
internal_weight=0 2265 726 674 1539 310 230 154 622 548 372 107 176 265 1229 1152 120 1067 1015 909 106
internal_count=2342 2265 726 674 1539 310 230 154 622 548 372 107 176 265 1229 1152 120 1067 1015 909 106
is_linear=0
shrinkage=0.16829


Tree=5326
num_leaves=27
num_cat=0
split_feature=1 1 15 47 16 1 12 12 49 15 12 15 1 15 150 151 1 43 15 12 129 1 50 1213 43 12
split_gain=19.9029 3.76521 1.70929 1.65581 1.48063 1.30673 1.08342 0.832443 0.775148 0.642393 0.490497 0.464816 0.351689 0.295319 0.293957 0.293405 0.287617 0.258516 0.251628 0.216946 0.164228 0.162595 0.19263 0.151375 0.0983857 0.071776
threshold=0.104035 0.12450500000000002 0.03981500000000001 0.097480000000000011 0.12292000000000002 0.090670000000000014 0.084665000000000004 0.091625000000000012 -0.012149999999999999 -0.043644999999999996 0.10397500000000003 -0.10114499999999998 0.11189500000000001 -0.006494999999999999 0.08926000000000002 -0.080624999999999988 0.13662500000000002 -0.011884999999999998 -0.11055 0.08623500000000002 0.048480000000000009 0.091785000000000019 0.079410000000000008 0.087020000000000014 -0.072469999999999993 -0.042789999999999988
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 5 16 11 7 17 13 -7 24 20 -2 -13 14 15 -1 -3 -4 -17 -10 21 22 23 -8 -9 -18
right_child=1 3 6 -5 -6 8 10 9 19 -11 -12 12 -14 -15 -16 18 25 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0017221696442200653 0.0010137297668283917 0.00042999211306546847 0.0020347393101243492 0.00091428391143282331 0.0013584153400368582 0.00081448588014995616 0.0015340360103129438 0.0014380858659669969 0.0011162853556085177 0.00093615157628232229 0.0012676127936866611 0.00084516203308806755 0.00049071808495785337 0.0013302267245701063 0.0013391245174473707 0.001689530215175074 5.9765803194102626e-05 0.0017258980227986844 0.0014582567113181791 0.0013943011675254136 0.0014086859611844838 0.0014336529033792907 0.0017416069324954027 0.0017134578877712277 0.0012781988133080853 0.00022966284030006005
leaf_weight=103 89 57 53 52 79 61 317 87 58 52 75 76 52 99 75 70 58 74 222 70 80 82 87 66 96 52
leaf_count=103 89 57 53 52 79 61 317 87 58 52 75 76 52 99 75 70 58 74 222 70 80 82 87 66 96 52
internal_value=0 0.000728144 0.00146276 0.000399849 0.000970919 0.00136998 0.00157317 0.00142818 0.00112222 0.001262 0.00152249 0.000829687 0.000701444 0.00149675 0.00153175 0.00156824 0.000239454 0.00185506 0.00151382 0.0012686 0.00155268 0.00157348 0.0015978 0.00156505 0.0013544 0.000140401
internal_weight=0 515 1827 219 296 993 834 804 189 235 707 217 128 569 470 395 167 127 292 128 632 552 470 383 183 110
internal_count=2342 515 1827 219 296 993 834 804 189 235 707 217 128 569 470 395 167 127 292 128 632 552 470 383 183 110
is_linear=0
shrinkage=0.0032998


Tree=5327
num_leaves=18
num_cat=0
split_feature=1 1 42 157 43 3 3 3 1 16 1213 130 43 480 4 2 52
split_gain=0.785396 0.51212 0.387734 0.268555 0.216974 0.376687 0.339213 0.445053 0.385734 0.218864 0.149277 0.175688 0.223562 0.169747 0.139395 0.166502 0.110169
threshold=0.15022500000000003 0.090785000000000018 0.11159000000000001 -0.079594999999999985 -0.073574999999999988 -0.01435 -0.21779999999999997 0.13772500000000001 0.10797500000000002 -0.041284999999999995 0.077040000000000011 -0.074144999999999989 -0.27945499999999995 -0.039079999999999997 0.098655000000000007 0.081460000000000019 0.085625000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 9 -6 8 -8 -5 11 -1 -13 -14 15 -15 -12
right_child=-2 2 -4 4 6 -7 7 -9 -10 -11 16 12 13 14 -16 -17 -18
leaf_value=0.018936406621488298 -0.01261179051333949 -0.0040965225476015926 -0.0072746521718167157 0.015515958278303208 -0.0017966043567720948 -0.0071777961242696312 0.0099332465253732464 0.0015602458357391942 0.023708627868800722 0.0026790385785044018 0.019450112418479725 -0.00056569125262225873 0.019051523641784668 0.01491352690812874 0.0020373601559821129 0.008846492656553108 0.010646140045698237
leaf_weight=54 52 68 69 60 64 72 148 92 95 102 79 64 52 149 73 964 85
leaf_count=54 52 68 69 60 64 72 148 92 95 102 79 64 52 149 73 964 85
internal_value=0 0.00829086 0.00475052 0.00593674 0.0070174 0.00293768 0.00940551 0.011551 0.0153261 0.00744454 0.0100831 0.00949948 0.00910671 0.00960818 0.00919263 0.00966032 0.014898
internal_weight=0 2290 770 701 633 234 399 335 243 162 1520 1356 1302 1238 1186 1113 164
internal_count=2342 2290 770 701 633 234 399 335 243 162 1520 1356 1302 1238 1186 1113 164
is_linear=0
shrinkage=0.16829


Tree=5328
num_leaves=22
num_cat=0
split_feature=3 3 10 15 15 156 130 1456 3 49 3 15 52 151 3 1203 151 49 15 3 15
split_gain=10.6294 3.46858 1.812 1.34951 1.23447 0.927859 0.631057 0.570746 0.575519 0.499897 0.376634 1.25455 0.792512 0.308867 0.194292 0.156534 0.14749 0.132519 0.0769695 0.0568252 0.0454775
threshold=-0.06340999999999998 0.25468500000000005 -1.0000000180025095e-35 -0.37478999999999996 -0.23118499999999997 0.084715000000000013 0.016915000000000003 0.056265000000000009 -0.084934999999999997 -0.062709999999999974 -0.10175499999999998 1.0000000180025095e-35 -0.14488499999999996 -1.0000000180025095e-35 -0.072579999999999992 0.086445000000000008 -0.0038099999999999996 0.093600000000000017 -0.16448999999999997 -0.084934999999999997 0.090725000000000014
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=4 2 -2 -4 -1 6 9 10 -9 -5 11 12 -6 -11 15 16 19 -18 -3 -12 -16
right_child=1 18 3 5 7 -7 -8 8 -10 13 14 -13 -14 -15 20 -17 17 -19 -20 -21 -22
leaf_value=0.00092330753302663417 0.00053043795379325469 0.00029114880833739075 0.00067075220604578432 0.001283939197073424 0.0014020655139230849 0.0015437985578093789 0.001433972130112473 0.0018553302637627767 0.0014459879436894895 0.00074377068240642373 0.0014758707422296133 0.0016000136218302359 0.00093327965369580893 0.0010367279298997729 0.0012351455122119714 0.0016201037433925378 0.0014439587729749538 0.0013091024201030087 0.00047098166551542715 0.0016216601391417789 0.0013753418818201032
leaf_weight=53 69 53 68 74 67 63 55 69 85 52 68 97 97 173 54 63 797 95 54 69 67
leaf_count=53 69 53 68 74 67 63 55 69 85 52 68 97 97 173 54 63 797 95 54 69 67
internal_value=0 0.000926666 0.00103175 0.001103 0.00142077 0.00117341 0.00110739 0.00143695 0.00162962 0.0010472 0.00141679 0.00130168 0.00112501 0.000969179 0.00144153 0.00145573 0.00144564 0.00142964 0.000382235 0.00154955 0.00131307
internal_weight=0 661 554 485 1681 417 354 1628 154 299 1474 261 164 225 1213 1092 1029 892 107 137 121
internal_count=2342 661 554 485 1681 417 354 1628 154 299 1474 261 164 225 1213 1092 1029 892 107 137 121
is_linear=0
shrinkage=0.0032998


Tree=5329
num_leaves=11
num_cat=0
split_feature=10 15 43 48 41 403 1203 151 16 151
split_gain=0.459595 0.280845 0.24775 0.190946 0.188492 0.182715 0.142896 0.160716 0.231289 0.16086
threshold=-0.0091199999999999979 -0.44206999999999991 -0.078654999999999989 0.13252500000000003 0.07831500000000001 -0.54045999999999983 0.086445000000000008 -0.081864999999999979 -0.050529999999999999 -0.085764999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 9 -9 -7
right_child=1 3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.011700249925580884 -0.00083676533358001295 0.017026276863873778 0.0047128151016774412 -0.0013999160791152417 0.016599148202073036 0.0087667969974658151 0.015325271655325792 0.0089676137961126039 0.0049158169654152312 0.017917870532250298
leaf_weight=52 98 66 52 55 81 175 73 861 749 80
leaf_count=52 98 66 52 55 81 175 73 861 749 80
internal_value=0 0.00795616 -0.00347644 0.00835966 0.00861797 0.00829448 0.00799619 0.00770835 0.00708376 0.0116448
internal_weight=0 2238 104 2140 2085 2004 1938 1865 1610 255
internal_count=2342 2238 104 2140 2085 2004 1938 1865 1610 255
is_linear=0
shrinkage=0.16829


Tree=5330
num_leaves=15
num_cat=0
split_feature=15 41 1447 16 160 16 16 1 12 49 15 480 160 484
split_gain=0.419544 0.274163 0.25493 0.2682 0.232055 0.195376 0.410135 0.242621 0.381274 0.38306 0.184859 0.179668 0.157504 0.124301
threshold=-0.2987999999999999 0.077565000000000009 -0.082954999999999987 0.62720500000000012 -0.067104999999999984 -0.23071499999999998 -0.43370499999999995 0.091275000000000009 0.098400000000000015 0.0093850000000000027 -0.03886499999999999 0.085590000000000013 -0.44664999999999994 0.087150000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 5 -1 6 10 12 9 -9 -4 -2 -7 -14
right_child=1 -3 3 -5 -6 7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.0055426263049743801 0.020909013209504987 -0.0018072025303155386 0.0015632558910303174 0.018526760943758176 -0.0068057720002674673 -0.0012775564166271763 0.023411341748984106 0.0027414360467902148 0.013719558820746129 -0.011899938152825692 0.014284384881348285 0.0081321393887771824 0.0070173819953275101 0.013296427344636949
leaf_weight=74 64 98 84 54 103 60 58 323 73 60 53 62 1099 98
leaf_count=74 64 98 84 54 103 60 58 323 73 60 53 62 1099 98
internal_value=0 0.00687751 0.00728599 0.00681304 -0.00163301 0.00648058 0.0115376 0.00590386 0.0025724 0.000443057 0.00649768 0.0146362 0.00711098 0.00753296
internal_weight=0 2186 2088 1962 177 1908 195 1713 456 383 137 126 1257 1197
internal_count=2363 2186 2088 1962 177 1908 195 1713 456 383 137 126 1257 1197
is_linear=0
shrinkage=0.16829


Tree=5331
num_leaves=16
num_cat=0
split_feature=10 13 123 13 150 150 42 34 1429 43 52 42 402 13 13
split_gain=6.49807 3.38622 2.88519 1.04689 1.18149 1.24385 0.827606 0.721692 0.524701 0.443074 0.40715 0.26097 0.198515 0.202099 0.062537
threshold=-1.0000000180025095e-35 -0.16392499999999996 1.0000000180025095e-35 -0.082264999999999991 -0.082924999999999985 0.10980500000000001 0.091635000000000008 -0.072169999999999984 0.087480000000000016 0.059230000000000012 -0.53454499999999994 0.083985000000000018 -0.0060099999999999989 -0.085764999999999994 -0.43167499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 14 3 9 -5 8 -4 -1 10 11 -6 -3 -13 -14 -2
right_child=1 2 6 4 5 -7 -8 -9 -10 -11 -12 12 13 -15 -16
leaf_value=0.0004864392594116177 0.00034471793125919739 0.0013492015751143593 0.00078069596357922854 0.0005066243752134326 0.0012321990101692101 0.00050852005676737058 0.00025949648444695321 -2.512127229404727e-05 0.0013078890159486994 0.00090862410418260581 0.00099734514443236837 0.0013435826252161064 0.0010572340121916604 0.0012148185204493005 0.00050212921566975487
leaf_weight=53 55 95 72 53 88 52 62 69 71 70 1136 55 207 165 60
leaf_count=53 55 95 72 53 88 52 62 69 71 70 1136 55 207 165 60
internal_value=0 0.000979198 0.00100904 0.00104059 0.000991223 0.00101026 0.000539807 0.000196825 0.00103038 0.00115728 0.00101426 0.00119055 0.00115518 0.00112723 0.000427152
internal_weight=0 2241 2126 1992 1400 1347 134 122 1295 592 1224 522 427 372 115
internal_count=2363 2241 2126 1992 1400 1347 134 122 1295 592 1224 522 427 372 115
is_linear=0
shrinkage=0.0032998


Tree=5332
num_leaves=25
num_cat=0
split_feature=4 2 124 2 52 52 158 52 16 14 2 48 2 2 50 1212 16 50 159 50 2 42 403 52
split_gain=12.2445 6.00769 3.14553 0.813331 1.02095 1.37236 0.669032 0.628851 0.743921 0.625711 0.981398 0.554645 0.520887 0.502874 0.320088 0.308692 0.305191 0.261261 0.208013 0.148132 0.148045 0.12809 0.125686 0.0359059
threshold=0.30163500000000004 0.14106500000000002 -0.043384999999999993 0.093565000000000023 -0.45478499999999994 0.026115000000000003 0.08673500000000002 -0.090234999999999996 -0.036039999999999996 -0.41790499999999997 0.12708000000000003 0.084965000000000027 0.10045500000000002 0.078405000000000016 0.041865000000000006 0.090465000000000018 -0.07662999999999999 0.083090000000000011 0.10225000000000002 0.10883000000000001 0.11123500000000001 0.084815000000000015 -0.036909999999999991 -0.55089999999999983
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 2 11 6 23 7 13 -6 -9 -2 12 -1 -11 17 15 -15 -7 21 -8 -16 -18 -4 -19 -5
right_child=9 -3 3 4 5 16 18 8 -10 10 -12 -13 -14 14 19 -17 20 22 -20 -21 -22 -23 -24 -25
leaf_value=0.0012207008004464313 0.00099320357483649829 0.00049689230060595601 0.0012455921246129478 0.0017717638195094019 0.0013931195366039498 0.001679262431729336 0.0019049757599966485 0.001209212684456083 0.00070703432137385824 0.00058036164014366404 0.00031256738573681345 0.00078631886034440861 0.0010034729374722596 0.0015850203404506656 0.001881312965944907 0.0013353897164290595 0.001510745092525757 0.0014342638798188379 0.0016274078316422694 0.0016275037502459263 0.0012823256964123386 0.0014246539806833229 0.0016044126261936164 0.00163348431025953
leaf_weight=61 62 69 73 55 78 87 77 86 52 65 75 69 63 642 56 61 89 91 52 52 52 128 116 52
leaf_count=61 62 69 73 55 78 87 77 86 52 65 75 69 63 642 56 61 89 91 52 52 52 128 116 52
internal_value=0 0.0014552 0.00148777 0.0015218 0.00141432 0.00134421 0.0015657 0.00115505 0.00102024 0.000702148 0.00061308 0.000990415 0.000788887 0.00154158 0.00158956 0.00156341 0.00152326 0.00144613 0.00179336 0.00175943 0.00142676 0.0013598 0.00152978 0.00170489
internal_weight=0 2098 2029 1899 551 444 1348 216 138 265 203 130 128 1219 811 703 228 408 129 108 141 201 207 107
internal_count=2363 2098 2029 1899 551 444 1348 216 138 265 203 130 128 1219 811 703 228 408 129 108 141 201 207 107
is_linear=0
shrinkage=0.0032998


Tree=5333
num_leaves=23
num_cat=0
split_feature=4 12 2 2 2 2 4 2 12 2 1447 483 4 12 49 12 42 16 1212 4 42 43
split_gain=15.7779 4.99271 2.6511 1.82811 1.30681 1.1954 0.626238 0.603172 0.552778 0.310316 0.248552 0.275422 0.176702 0.231265 0.238289 0.192771 0.166678 0.124458 0.109007 0.0977042 0.0972412 0.0850277
threshold=0.30163500000000004 0.054520000000000006 0.10774000000000002 -0.0091949999999999983 0.12399000000000002 0.092235000000000025 -0.010549999999999999 0.13459500000000005 0.092495000000000008 0.10713500000000002 -0.085709999999999995 -0.040619999999999996 0.022635000000000006 0.094085000000000016 0.086895000000000014 0.098330000000000015 -0.087004999999999985 -0.075199999999999975 -0.073259999999999978 -0.0047649999999999993 0.099885000000000015 -0.065804999999999989
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 2 3 -1 8 19 -7 9 10 -2 -3 -12 13 -10 20 -14 21 -4 -18 -5 -15 -13
right_child=7 4 17 5 -6 6 -8 -9 12 -11 11 16 15 14 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00073045030069524843 0.00049710753744233358 0.001714419319726319 0.00082047419144560337 0.0017209553916371909 0.00095595513778106865 0.0013837399774885046 0.00089592343191507811 0.00030599222427176847 0.0012690454468091005 0.00077930216557613803 0.0017080738751770541 0.0016854601891864401 0.001401876714893596 0.0014588215778881444 0.0016634817515502566 0.0011264936833943831 0.0015953133605779023 0.00061409259232245519 0.0014570999603665039 0.0015187075695148303 0.0013185005197078575 0.0015131923038493702
leaf_weight=61 87 70 52 53 55 57 59 93 90 85 71 69 62 231 55 54 75 90 681 63 79 71
leaf_count=61 87 70 52 53 55 57 59 93 90 85 71 69 62 231 55 54 75 90 681 63 79 71
internal_value=0 0.00137555 0.00106051 0.00124 0.00145794 0.00137383 0.00113593 0.000520818 0.00147509 0.000636769 0.00152085 0.00150681 0.00139191 0.00142189 0.00145948 0.00127398 0.00149082 0.000689917 0.00147086 0.00161142 0.00142318 0.00159835
internal_weight=0 2098 435 293 1663 232 116 265 1608 172 1037 967 571 455 365 116 896 142 756 116 310 140
internal_count=2363 2098 435 293 1663 232 116 265 1608 172 1037 967 571 455 365 116 896 142 756 116 310 140
is_linear=0
shrinkage=0.0032998


Tree=5334
num_leaves=26
num_cat=0
split_feature=4 1 16 2 2 2 1 2 4 1 4 48 16 133 133 2 51 1209 1453 401 4 4 16 16 0
split_gain=40.8899 9.60979 4.31684 4.34091 3.86908 2.56141 1.98088 0.910551 0.611624 0.52254 0.402588 0.364133 0.304908 0.261758 0.383742 0.250465 0.222679 0.174693 0.202958 0.149312 0.140997 0.134611 0.102998 0.0622087 0.290511
threshold=0.30163500000000004 0.092655000000000015 0.23993500000000004 0.09036000000000001 -1.0000000180025095e-35 0.090425000000000019 0.13052500000000003 0.12330500000000001 -0.04800999999999999 0.10932500000000002 0.00025000000000000006 0.086260000000000017 -0.50393499999999991 0.071360000000000021 0.089135000000000006 0.086535000000000015 -0.090074999999999988 0.083050000000000013 -1.0000000180025095e-35 0.080710000000000018 -0.0090299999999999981 0.51400500000000016 0.081265000000000018 -0.062804999999999986 -0.094709999999999989
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=1 5 3 4 -3 11 12 13 -4 -5 -6 16 -2 22 -15 -13 -1 18 -18 -20 -16 -8 23 24 -7
right_child=6 2 8 9 10 7 21 -9 -10 -11 -12 15 -14 14 20 -17 17 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0073017970695360016 0.0059943920082264355 0.0062196275333771291 0.0075690713743901007 0.0064880049564707207 0.007369611547305299 0.0069926179166542929 0.0056564982726515656 0.0067774084134414022 0.0071139989340661437 0.0061069059655694353 0.0070122046234483079 0.0074502559458309312 0.0063252237331412626 0.0075863506467507783 0.007338039655915801 0.0071005103610189768 0.0077174600149699304 0.007684729538277018 0.0074546884137240083 0.0076126769410406383 0.0071348436839766246 0.0054076099549051947 0.0073000435437690072 0.007030470514956387 0.0073197648853413821
leaf_weight=71 86 55 73 76 103 60 69 54 66 95 61 54 57 53 117 52 52 76 559 102 86 53 68 85 80
leaf_count=71 86 55 73 76 103 60 69 54 66 95 61 54 57 53 117 52 52 76 559 102 86 53 68 85 80
internal_value=0 0.00723702 0.00685145 0.00667251 0.00698157 0.00736699 0.00586061 0.00719665 0.00735325 0.00627649 0.00723689 0.00747328 0.00612651 0.00723783 0.00732146 0.00727902 0.00749719 0.00751472 0.00749655 0.00747912 0.00725213 0.00554866 0.00716463 0.00712355 0.00717981
internal_weight=0 2098 529 390 219 1569 265 603 139 171 164 966 143 549 256 106 860 789 713 661 203 122 293 225 140
internal_count=2363 2098 529 390 219 1569 265 603 139 171 164 966 143 549 256 106 860 789 713 661 203 122 293 225 140
is_linear=0
shrinkage=0.0032998


Tree=5335
num_leaves=18
num_cat=0
split_feature=159 16 48 51 15 2 43 16 1446 4 43 475 16 2 15 2 124
split_gain=0.404467 0.355859 0.353625 0.310727 0.309779 0.309491 0.314163 0.295883 0.287941 0.253345 0.222196 0.37436 0.283813 0.213376 0.365696 0.150073 0.134446
threshold=0.10579500000000001 -0.039889999999999988 0.093265000000000015 0.11524000000000002 -0.070049999999999987 0.13574000000000003 -0.0083249999999999973 -0.083104999999999984 0.090670000000000014 -0.14994999999999997 0.00037500000000000006 -0.068264999999999978 -0.015379999999999998 0.096930000000000016 0.081915000000000016 0.096685000000000007 -0.085059999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 7 6 8 -4 9 -1 11 -8 -13 14 -12 -3 -11
right_child=1 15 4 -5 -6 -7 10 -9 -10 16 13 12 -14 -15 -16 -17 -18
leaf_value=0.003862935303701629 -0.0029091656294571097 0.017749004365232884 0.0051219083068531138 0.0064581995379167541 -0.0011235450360276053 0.0063667627219855258 0.010344466992949169 0.018952896580427654 0.026947407805339069 0.023015825019236963 0.03094723815007594 0.021587529361769314 0.032632789719432981 0.0094311861323778598 0.015364124972760766 0.0056755882992606524 0.014651050948846214
leaf_weight=60 65 68 80 91 61 81 60 98 56 59 57 223 95 88 174 52 857
leaf_count=60 65 68 80 91 61 81 60 98 56 59 57 223 95 88 174 52 857
internal_value=0 0.00709712 0.0153179 0.0160863 0.00919916 0.0165693 0.0170463 0.0127468 0.0151745 0.0144972 0.019815 0.0225883 0.0248929 0.0165232 0.0192171 0.0125322 0.0151918
internal_weight=0 185 2140 1901 239 1810 1729 178 1032 976 697 378 318 319 231 120 916
internal_count=2325 185 2140 1901 239 1810 1729 178 1032 976 697 378 318 319 231 120 916
is_linear=0
shrinkage=0.16829


Tree=5336
num_leaves=13
num_cat=0
split_feature=3 42 13 2 3 3 124 2 1375 3 1 1
split_gain=0.453469 0.272189 0.209905 0.433468 0.390793 0.26615 0.246443 0.254673 0.22959 0.331798 0.323228 0.278118
threshold=0.30112000000000005 0.13747000000000001 0.034905000000000012 0.099675000000000014 -0.22382999999999997 -0.107915 -0.086944999999999981 -0.013254999999999998 -0.096099999999999977 -0.0053599999999999993 0.079415000000000013 0.10672000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 -1 -8 -9 11 -11 -10
right_child=-2 -3 3 4 -6 -7 7 8 9 10 -12 -13
leaf_value=0.0034709427957179402 0.00091441836975406847 0.0013765394926168247 0.020534981491631528 0.0098746613339877089 -0.0088009144672244848 0.0079555176367527829 0.024351028085374794 0.0027147238280961013 0.013734608678937566 0.0077478803116419886 0.022526070285731486 0.0055105237508913871
leaf_weight=65 97 59 93 70 58 99 66 53 1275 53 208 129
leaf_count=65 97 59 93 70 58 99 66 53 1275 53 208 129
internal_value=0 0.0126888 0.0129957 0.00899975 0.00139826 0.0140581 0.0136863 0.0140575 0.013661 0.0140084 0.019532 0.0129803
internal_weight=0 2228 2169 320 128 192 1849 1784 1718 1665 261 1404
internal_count=2325 2228 2169 320 128 192 1849 1784 1718 1665 261 1404
is_linear=0
shrinkage=0.16829


Tree=5337
num_leaves=13
num_cat=0
split_feature=13 13 12 159 1454 51 4 4 16 16 15 15
split_gain=0.294998 0.294159 0.243719 0.223107 0.217105 0.227875 0.41725 0.190363 0.203399 0.306775 0.303907 0.152931
threshold=-0.16392499999999996 -0.097519999999999982 -0.095574999999999979 0.012830000000000003 0.083100000000000021 0.11178000000000002 -0.017574999999999997 -0.49269499999999994 0.0045450000000000013 -0.00093999999999999997 -0.032264999999999995 -0.035449999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 -3 -1 5 7 -7 -4 9 -9 -10 -2
right_child=1 2 4 -5 -6 6 -8 8 10 -11 -12 -13
leaf_value=0.0079354719158304422 0.013259404104916295 -0.00056234834823538449 0.018938106328074147 -0.0059668110672542254 0.0027641055538349646 -0.0074265986548992455 0.011912522858263042 0.011446081756747302 0.01172128445365039 0.024670033237122389 0.0022230766133897574 0.025731775660372075
leaf_weight=85 62 58 90 53 99 53 78 1254 219 52 170 52
leaf_count=85 62 58 90 53 99 53 78 1254 219 52 170 52
internal_value=0 0.0106233 0.0101637 0.00258317 0.0104733 0.0108707 0.00407458 0.0113685 0.0109655 0.011974 0.00757502 0.0189643
internal_weight=0 2187 2073 138 2015 1916 131 1785 1695 1306 389 114
internal_count=2325 2187 2073 138 2015 1916 131 1785 1695 1306 389 114
is_linear=0
shrinkage=0.16829


Tree=5338
num_leaves=18
num_cat=0
split_feature=147 15 12 3 4 3 4 49 0 52 1447 12 160 0 11 2 0
split_gain=0.266652 0.387404 0.383849 0.537953 0.366407 0.430285 0.262869 0.300866 0.252733 0.18846 0.151771 0.20003 0.157903 0.180955 0.275035 0.167322 0.0982915
threshold=0.092780000000000015 0.14344000000000004 0.082780000000000006 -0.10919499999999999 -0.21586499999999997 0.11535000000000002 0.07252500000000002 -0.08130999999999998 -0.10075499999999998 -1.0000000180025095e-35 -0.085804999999999979 0.083970000000000017 0.055845000000000006 -0.041074999999999993 0.085630000000000026 0.08920500000000002 -0.070449999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -8 -7 -4 -12 13 16 -15 -14 -13
right_child=-2 -3 10 4 5 9 8 -9 -10 -11 11 12 15 14 -16 -17 -18
leaf_value=-0.0095887872332490066 0.019630831010393295 -0.0060511942804458551 0.002573967439476937 0.018166507061818184 0.015159084231892538 0.0035494135783041042 0.022982812796800766 0.00081606619889789908 0.0077836933437643438 -0.010072099935786109 0.019453657555134004 0.0092583894853108667 0.021174440822975225 0.024486550513971774 0.0075116508533351603 0.010103843945735085 0.0050537382906636411
leaf_weight=65 59 53 78 68 55 52 52 169 78 64 64 1010 68 53 56 92 189
leaf_count=65 59 53 78 68 55 52 52 169 78 64 64 1010 68 53 56 92 189
internal_value=0 0.00814781 0.00848868 0.00486119 0.00661034 0.00493456 0.0078511 0.00434581 0.0138772 -0.00395042 0.00984619 0.0102153 0.00981129 0.00919722 0.015782 0.0148201 0.0085971
internal_weight=0 2266 2213 603 538 470 354 224 130 116 1610 1532 1468 1308 109 160 1199
internal_count=2325 2266 2213 603 538 470 354 224 130 116 1610 1532 1468 1308 109 160 1199
is_linear=0
shrinkage=0.16829


Tree=5339
num_leaves=16
num_cat=0
split_feature=30 147 148 13 43 43 1 13 11 1454 4 13 4 160 15
split_gain=0.238352 0.209517 0.276452 0.181526 0.412947 0.186011 0.381619 0.637856 0.350063 0.31314 0.241381 0.225862 0.155509 0.092177 0.0910019
threshold=0.086065000000000016 0.093875000000000014 -0.080384999999999984 0.10637500000000001 -0.20207499999999998 -0.080249999999999988 1.0000000180025095e-35 -0.066659999999999983 0.077415000000000012 0.087005000000000013 -0.37626499999999991 -0.086574999999999985 -0.011694999999999999 -0.082179999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 14 6 11 12 9 10 -7 -4 -8 -13 -5
right_child=-2 -3 3 4 -6 8 7 -9 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.0039370260017534374 -0.003904496916321444 0.017665782469497786 0.0011555778729383593 0.012939798256236201 -0.0099165736594903839 0.018476977652054017 0.013046237123093593 -0.011401903186381283 0.019451091911567589 -0.0043618195457896724 0.0081511817453917591 0.0066486623667797564 0.00072626520893619563 0.013315139252591668 0.0033910443662041549
leaf_weight=63 55 54 88 53 55 68 65 88 83 54 1220 91 53 173 62
leaf_count=63 55 54 88 53 55 68 65 88 83 54 1220 91 53 173 62
internal_value=0 0.00728656 0.00703282 0.00735465 0.0020626 0.00780743 0.00519491 -0.000549887 0.00882918 0.00817089 0.00869773 0.00856202 0.00752792 0.011024 0.0078074
internal_weight=0 2270 2216 2153 170 1983 558 206 1425 1342 1288 352 118 264 115
internal_count=2325 2270 2216 2153 170 1983 558 206 1425 1342 1288 352 118 264 115
is_linear=0
shrinkage=0.16829


Tree=5340
num_leaves=16
num_cat=0
split_feature=4 13 3 12 1429 3 51 3 2 12 2 124 1444 11 3
split_gain=0.515101 0.143935 0.368857 0.275875 0.139297 0.168148 0.259028 0.247865 0.228853 0.22515 0.191111 0.117264 0.105787 0.0852514 0.081409
threshold=0.25472500000000003 -0.15714499999999998 -0.00094999999999999989 -0.029844999999999997 -0.089414999999999981 -0.14162499999999997 0.055195000000000008 -0.10919499999999999 -0.0091949999999999983 -0.06202499999999999 0.13880500000000004 -0.077709999999999987 -1.0000000180025095e-35 0.082245000000000013 -0.107915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 13 -7 -9 11 12 -10 -11 -6 -5
right_child=1 2 -4 14 5 7 -8 8 9 10 -12 -13 -14 -15 -16
leaf_value=0.014118767847101211 0.0060149803074549882 0.012057516107773556 -0.011124890953777203 -0.0075723401517433881 0.010771192475404043 -0.005021552247093929 0.0013483380374786419 -0.0043182698854165209 0.0081923021469795555 0.013263249882933016 -0.0039010464344181473 0.019277836291093812 0.0056524070369278808 0.020344319399861064 0.0017785752330741775
leaf_weight=59 62 52 98 53 52 63 53 62 58 54 58 52 1473 56 52
leaf_count=59 62 52 98 53 52 63 53 62 58 54 58 52 1473 56 52
internal_value=0 -0.00124787 -0.00302078 0.00202639 0.00603946 0.00579793 0.0110214 0.00533487 0.00570724 0.00607501 0.00556211 0.0134491 0.00592273 0.0157517 -0.0029243
internal_weight=0 317 255 157 2040 1981 161 1820 1757 1695 1585 110 1527 108 105
internal_count=2357 317 255 157 2040 1981 161 1820 1757 1695 1585 110 1527 108 105
is_linear=0
shrinkage=0.16829


Tree=5341
num_leaves=15
num_cat=0
split_feature=4 16 4 0 16 12 43 41 12 3 42 49 0 16
split_gain=0.356253 0.336002 0.359807 0.176619 0.434442 0.24722 0.225347 0.179927 0.175458 0.174071 0.130824 0.140105 0.240085 0.120905
threshold=0.25472500000000003 -0.14483499999999996 0.5105900000000001 -0.0042749999999999993 0.03851000000000001 0.092615000000000017 -0.50149499999999991 0.075585000000000013 0.088965000000000002 -0.11128999999999999 0.11902500000000001 -0.088014999999999996 -0.12608499999999997 -0.52595999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 6 -5 -6 -1 9 13 -8 11 -11 -13 -2
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 -12 12 -14 -15
leaf_value=0.015780666535990126 -0.0045793748027330734 -0.012617387688541067 0.011567210001220473 -0.012965530773449129 0.010371959933358391 -0.0040974294847280681 -0.0041996866642190359 0.013448768731546554 -0.010350791892750646 0.011932432603350755 -0.0021589456809363171 -0.0014693526875816244 0.0057707349609035351 0.0056768936914814465
leaf_weight=59 60 58 73 52 90 53 58 72 55 90 66 143 1357 71
leaf_count=59 60 58 73 52 90 53 58 72 55 90 66 143 1357 71
internal_value=0 -0.00103596 0.00155063 0.00502367 0.000197497 0.00499662 0.00553278 0.00519324 -0.00237095 0.0048454 0.00516329 0.00546836 0.00507932 0.000965652
internal_weight=0 317 259 2040 195 143 1845 1786 186 1714 1656 1590 1500 131
internal_count=2357 317 259 2040 195 143 1845 1786 186 1714 1656 1590 1500 131
is_linear=0
shrinkage=0.16829


Tree=5342
num_leaves=12
num_cat=0
split_feature=151 15 16 447 10 1455 49 0 474 11 156
split_gain=0.266387 0.262459 0.257805 0.2035 0.255349 0.158569 0.133856 0.181473 0.122447 0.240737 0.204165
threshold=0.10788000000000002 -0.26826999999999995 -0.38959499999999997 0.089885000000000007 -0.079859999999999987 0.10563500000000002 0.11580500000000001 -0.080584999999999976 0.081755000000000008 0.078340000000000007 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 8 -8 9 -6 -10
right_child=-2 3 -4 -5 5 -7 7 -9 10 -11 -12
leaf_value=0.0023824488618154295 0.015192302304640222 0.015013802321738852 -0.01097907787066201 -0.0064578942735655596 0.0037917159896369386 0.012439569382049038 -0.008662543478898433 0.0047023804903204881 0.010462180021570162 -0.0045703002579151617 -0.00095665041715193081
leaf_weight=98 54 58 70 54 1520 57 59 56 167 104 60
leaf_count=98 54 58 70 54 1520 57 59 56 167 104 60
internal_value=0 0.00322458 -0.00317416 0.00372893 0.00399413 0.0036773 0.00342234 -0.00213878 0.00376882 0.00325511 0.00743607
internal_weight=0 2303 168 2135 2081 2023 1966 115 1851 1624 227
internal_count=2357 2303 168 2135 2081 2023 1966 115 1851 1624 227
is_linear=0
shrinkage=0.16829


Tree=5343
num_leaves=10
num_cat=0
split_feature=1213 1213 151 151 14 1375 403 402 132
split_gain=0.322997 0.395621 0.20435 0.205055 0.192039 0.186607 0.193992 0.296016 0.248774
threshold=-0.088569999999999996 -0.16396999999999998 0.10788000000000002 0.057610000000000008 0.076175000000000007 -0.07273499999999998 -0.54045999999999983 0.10607000000000001 0.10948500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 8 -8
right_child=2 -3 -4 -5 -6 6 7 -9 -10
leaf_value=0.0032388630586320886 0.010338039566902808 0.021074306127059732 0.012635593299469504 -0.0079898582592419411 0.010612142583370614 0.011728443790863302 0.0015397252627089091 -0.0094050395296265514 0.012653788025738034
leaf_weight=86 75 60 54 55 78 54 1768 68 59
leaf_count=86 75 60 54 55 78 54 1768 68 59
internal_value=0 0.0105808 0.00240342 0.00214643 0.00241251 0.00209563 0.00177753 0.00149302 0.00189962
internal_weight=0 146 2211 2157 2102 2024 1949 1895 1827
internal_count=2357 146 2211 2157 2102 2024 1949 1895 1827
is_linear=0
shrinkage=0.16829


Tree=5344
num_leaves=17
num_cat=0
split_feature=1213 42 1455 1 2 15 43 51 4 2 133 16 474 3 4 2
split_gain=0.238965 0.313377 0.153867 0.15949 0.280684 0.271732 0.25308 0.274679 0.283892 0.379108 0.193605 0.193779 0.168815 0.206125 0.372969 0.114349
threshold=-0.112105 0.086745000000000003 0.093715000000000007 0.083555000000000018 0.082690000000000013 0.117775 -0.083154999999999993 0.10446500000000002 -0.16772499999999999 0.088005000000000014 0.008405000000000001 -0.014149999999999998 0.085500000000000007 -0.036004999999999988 -0.14236999999999997 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 10 8 -8 -10 11 -5 13 14 -6 -16
right_child=2 -3 -4 5 12 -7 7 -9 9 -11 -12 -13 -14 -15 15 -17
leaf_value=0.019399001955024156 0.015085928772295776 0.0013081036281517217 0.0089098327270127273 0.01521622857523431 -0.012447763708403154 0.011831123119608012 0.0063926091916490114 0.0086408506073742328 -0.00056992644987636566 -0.0091614777675610281 -0.0014351110612099234 0.0018439031281858201 0.0091348372681222065 0.0095599511189860039 0.0010799933098696165 0.00624426192690222
leaf_weight=53 53 56 89 66 54 54 82 64 349 250 85 58 100 90 707 147
leaf_count=53 53 56 89 66 54 54 82 64 349 250 85 58 100 90 707 147
internal_value=0 0.0101211 0.00204738 0.00176366 0.00311738 0.000216116 -0.000439454 -0.00189298 -0.00288558 -0.00415872 0.00473317 0.00897592 0.00253803 0.00187523 0.00111154 0.00197103
internal_weight=0 109 2248 2159 1151 1008 954 745 681 599 209 124 1098 998 908 854
internal_count=2357 109 2248 2159 1151 1008 954 745 681 599 209 124 1098 998 908 854
is_linear=0
shrinkage=0.16829


Tree=5345
num_leaves=22
num_cat=0
split_feature=1 34 124 159 1 4 1 4 11 133 15 4 484 0 133 457 4 42 15 16 52
split_gain=7.78034 1.16023 0.97712 0.55277 0.681097 0.449531 0.489892 0.370284 0.275424 0.392402 0.274532 0.244997 0.345731 0.316652 0.251211 0.226213 0.272509 0.226153 0.204447 0.185495 0.0745059
threshold=0.109225 -0.010024999999999997 -0.076779999999999987 0.107895 0.13686500000000004 -0.085629999999999984 0.10322500000000003 -0.0090299999999999981 0.084680000000000019 -0.0076199999999999992 0.08765000000000002 0.053255000000000004 -1.0000000180025095e-35 -0.10946999999999998 0.11101000000000001 0.083995000000000014 0.0071200000000000005 0.11497500000000001 0.041820000000000003 -0.13895999999999997 0.088100000000000012
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=2 -2 -1 4 7 8 11 -3 9 -4 18 14 -13 -14 15 16 -7 20 -11 -9 -16
right_child=1 3 5 -5 -6 6 -8 19 -10 10 -12 12 13 -15 17 -17 -18 -19 -20 -21 -22
leaf_value=0.00059133728563577235 -2.5097620935351294e-05 0.0007531277932839029 0.00088149749951306727 0.00078459614621422652 0.00019596996666444746 0.00096083751182617181 0.00064065042408971104 0.00054300121393626171 0.00081165996381812205 0.0011062552244799589 0.00096186505457198865 0.0010468460345821262 0.00092643194453950609 0.00061110275961627004 0.00063441753616347556 0.0007978149588208865 0.0011917898988541651 0.00095617489333176594 0.0013420848465883004 0.00030714543567258757 0.00081567089614863924
leaf_weight=96 55 61 86 58 93 851 72 91 52 89 66 52 57 92 53 87 61 85 78 62 52
leaf_count=96 55 61 86 58 93 851 72 91 52 89 66 52 57 92 53 87 61 85 78 62 52
internal_value=0 0.000421081 0.000916859 0.00048841 0.000432338 0.000933888 0.000907663 0.000534894 0.00103714 0.00107378 0.0011446 0.000921469 0.000813605 0.000731969 0.000939674 0.000960813 0.000976324 0.000828339 0.00121661 0.000447656 0.000724517
internal_weight=0 420 1929 365 307 1833 1462 214 371 319 233 1390 201 149 1189 999 912 190 167 153 105
internal_count=2349 420 1929 365 307 1833 1462 214 371 319 233 1390 201 149 1189 999 912 190 167 153 105
is_linear=0
shrinkage=0.0032998


Tree=5346
num_leaves=12
num_cat=0
split_feature=149 9 1375 50 13 4 14 13 4 12 133
split_gain=0.43141 0.503105 0.257875 0.204625 0.243603 0.251546 0.235277 0.20179 0.128708 0.0776762 0.0580358
threshold=0.079625000000000015 0.087755000000000014 -0.14438999999999999 0.11700000000000001 0.097175000000000025 -0.5093899999999999 0.023790000000000002 0.049530000000000012 -0.048624999999999995 0.08870500000000002 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -6 -5 -11
right_child=-2 -3 3 9 8 6 -8 -9 -10 10 -12
leaf_value=-0.0081224732044188428 0.017299170885659441 -0.012515181734045179 -0.0089337279891227115 0.014429280840508618 0.01316724777072816 0.0030155905468472596 0.013124927471025314 -0.0048045045457969175 0.0040812561307545878 0.0026892089256671035 0.010659839706525372
leaf_weight=54 61 58 52 57 99 1621 62 99 81 53 52
leaf_count=54 61 58 52 57 99 1621 62 99 81 53 52
internal_value=0 0.00295208 0.00335518 0.00364083 0.00317664 0.00259543 0.00293287 0.00256444 0.00908853 0.00940063 0.00665368
internal_weight=0 2288 2230 2176 2014 1834 1782 1720 180 162 105
internal_count=2349 2288 2230 2176 2014 1834 1782 1720 180 162 105
is_linear=0
shrinkage=0.16829


Tree=5347
num_leaves=20
num_cat=0
split_feature=9 14 0 1213 402 402 401 2 2 0 0 50 52 133 2 0 2 50 0
split_gain=0.208577 0.190986 0.23422 0.303181 0.266075 0.311704 0.309452 0.193912 0.220355 0.262189 0.42613 0.181287 0.245096 0.144638 0.135497 0.117134 0.112605 0.119716 0.0767093
threshold=1.0000000180025095e-35 -0.10708499999999999 -0.086544999999999997 0.084705000000000016 0.08865000000000002 0.10999000000000002 0.080710000000000018 0.088210000000000025 0.090675000000000019 -0.21196999999999996 -0.11073999999999999 0.086105000000000015 0.37486000000000003 -0.081804999999999989 0.12293000000000001 -0.14989499999999997 0.086245000000000002 0.077805000000000013 -0.08150499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 -6 11 15 -9 -10 -11 13 18 -4 -15 -3 17 -17 -13
right_child=-2 2 4 -5 5 -7 -8 8 9 10 -12 12 -14 14 -16 16 -18 -19 -20
leaf_value=0.010187460475345342 -0.0056713800767631715 0.01175891558924597 0.011079757538869184 -0.010007681947608843 0.020962482220317411 0.004424753542574403 -0.0090089020017870176 -0.010082994280647151 -0.0091201885645649065 0.0078832995489318495 -0.0058102431085660846 -0.0085169894634133884 0.0091396385319018145 0.0035630641921796232 0.011228053868404324 -0.00077554206908644137 0.0089566237647182006 0.0083912338477307447 -0.00097299741871531944
leaf_weight=102 80 52 99 71 55 79 55 64 63 177 101 55 60 735 72 179 71 52 127
leaf_count=102 80 52 99 71 55 79 55 64 63 177 101 55 60 735 72 179 71 52 127
internal_value=0 0.00306445 0.00272835 0.000505293 0.00410706 0.011226 0.00331259 0.00149109 -0.00102017 0.000675497 0.00290184 0.00390448 -0.000180276 0.00499753 0.00424916 0.00436922 0.00309087 0.0012802 -0.00326265
internal_weight=0 2269 2167 830 1337 134 1203 759 405 341 278 1148 242 906 807 354 302 231 182
internal_count=2349 2269 2167 830 1337 134 1203 759 405 341 278 1148 242 906 807 354 302 231 182
is_linear=0
shrinkage=0.16829


Tree=5348
num_leaves=16
num_cat=0
split_feature=30 52 1213 400 159 129 13 12 41 16 401 400 484 42 2
split_gain=0.249125 0.148506 0.275268 0.258349 0.194443 0.177458 0.210992 0.235619 0.212084 0.233132 0.144658 0.120053 0.154304 0.184869 0.0752916
threshold=0.086430000000000021 0.033770000000000008 -0.091914999999999983 -0.07520499999999998 0.0055900000000000004 0.087505000000000013 0.098990000000000009 0.10597500000000001 1.0000000180025095e-35 -0.116045 0.087495000000000003 -0.064794999999999978 -0.020124999999999994 0.10059500000000002 0.10584500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 10 6 7 8 9 -5 11 -4 -13 -14 -8
right_child=-2 2 4 5 -6 -7 14 -9 -10 -11 -12 12 13 -15 -16
leaf_value=-0.0096704795522906464 -0.0092104178255713147 0.01437940565346286 0.0085225142451467815 0.0080511687056329193 0.011168728874384087 -0.0056077405993417368 0.013025338765135921 -0.0067522724140488466 0.011145270669599357 0.00079495654131389495 0.010389026463479351 0.007925644463348128 -0.0016162014430325207 0.0073755195110901351 0.0044423470806054036
leaf_weight=56 52 71 66 146 82 82 66 85 74 895 60 77 407 77 53
leaf_count=56 52 71 66 146 82 82 66 85 74 895 60 77 407 77 53
internal_value=0 0.00256216 0.00434546 0.0015328 0.00341671 0.0019819 0.00245509 0.00178297 0.00243525 0.00181436 0.00248882 0.00172995 0.000927622 -0.000181988 0.00921776
internal_weight=0 2297 840 1457 769 1401 1319 1200 1115 1041 687 627 561 484 119
internal_count=2349 2297 840 1457 769 1401 1319 1200 1115 1041 687 627 561 484 119
is_linear=0
shrinkage=0.16829


Tree=5349
num_leaves=21
num_cat=0
split_feature=1 1456 1 160 12 15 448 156 43 1 0 11 481 1212 1213 43 2 2 394 52
split_gain=0.200042 0.289742 0.396747 0.535177 0.28109 0.278575 0.247136 0.241699 0.203149 0.195727 0.322795 0.218745 0.155982 0.109893 0.103862 0.101516 0.139842 0.114661 0.101334 0.11144
threshold=0.077565000000000009 -0.00059999999999999995 0.084330000000000016 -0.40080999999999994 0.083785000000000012 -0.0053099999999999996 -0.013069999999999998 0.10646000000000001 -0.23919999999999997 0.13702500000000004 -0.052239999999999988 0.082245000000000013 -0.08452999999999998 0.058525000000000008 -0.066379999999999981 -0.073404999999999984 0.10406500000000002 0.086915000000000006 -0.0088999999999999982 0.087555000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 -5 9 -6 11 -11 -8 -10 15 -15 16 17 -14 -17 -20
right_child=1 2 3 6 8 -7 7 -9 12 10 -12 -13 13 14 -16 18 -18 -19 19 -21
leaf_value=0.0036986518434103987 0.010537609085934116 -0.014758346615899877 0.016941572144685446 -0.0097972704172614184 0.01202190192243092 0.017956559275585818 -0.00059616831788541786 0.0091478942597860609 -0.0071131733246518891 0.0013454670599178608 -0.016564366085664514 0.0094679940388398397 0.0084537779342220617 0.010107194981161617 0.0012648100106577816 0.0065886521499060133 0.010456063914963098 0.00029765157762776632 -0.003793652169189731 0.0019366855766027725
leaf_weight=88 73 52 52 76 59 70 607 78 52 60 54 68 62 91 65 55 69 232 207 179
leaf_count=88 73 52 52 76 59 70 607 78 52 60 54 68 62 91 65 55 69 232 207 179
internal_value=0 0.000285641 -0.000427441 0.000319705 0.00339691 0.0100268 -0.000594972 0.000209616 0.00241715 -0.000671739 -0.00712238 0.000415041 0.00185542 0.00234309 0.00643438 0.00154702 0.00363155 0.00202376 -0.00016474 -0.00113167
internal_weight=0 1120 1047 995 1229 158 943 867 1071 789 114 675 1012 960 156 804 363 294 441 386
internal_count=2349 1120 1047 995 1229 158 943 867 1071 789 114 675 1012 960 156 804 363 294 441 386
is_linear=0
shrinkage=0.16829


Tree=5350
num_leaves=15
num_cat=0
split_feature=0 12 48 48 12 399 0 2 1 4 2 1 13 0
split_gain=0.496236 0.381321 0.24656 0.284465 0.235068 0.273696 0.200173 0.266993 0.306335 0.259638 0.177226 0.160868 0.0958615 0.0765295
threshold=0.0037850000000000002 -1.0000000180025095e-35 -0.082959999999999992 -0.031249999999999997 -0.10236499999999998 0.091255000000000017 -0.096594999999999986 0.11225500000000001 0.095695000000000016 0.5105900000000001 0.084305000000000005 0.081925000000000012 -0.061199999999999991 0.12113000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 8 -6 10 -8 -3 -9 -13
right_child=1 11 3 4 5 -7 9 12 -10 -11 -12 13 -14 -15
leaf_value=0.012117968452763602 -0.018867703258553217 -0.010379990228577772 -0.010746175551461351 0.011369520677268583 -0.0019760849133536452 0.01207648542100659 0.0046675623504045666 -0.00015233280926136718 -0.014166807144100742 -0.010013411358784377 0.00068238715231637068 0.0040398729045895421 0.0097598743119019921 -0.0043635493032378146
leaf_weight=59 56 57 56 65 234 62 490 57 78 52 894 71 53 54
leaf_count=59 56 57 56 65 234 62 490 57 78 52 894 71 53 54
internal_value=0 -0.00671785 0.0013898 0.00107879 0.0014133 0.0010753 0.000707236 -0.00251332 -0.00502952 0.00165492 0.00209462 -0.00296956 0.00460722 0.000395222
internal_weight=0 238 2100 2041 1985 1920 1858 422 312 1436 1384 182 110 125
internal_count=2338 238 2100 2041 1985 1920 1858 422 312 1436 1384 182 110 125
is_linear=0
shrinkage=0.16829


Tree=5351
num_leaves=17
num_cat=0
split_feature=43 16 43 403 16 483 130 4 43 34 43 133 2 403 133 2
split_gain=0.331419 0.379343 0.257595 0.152948 0.201816 0.155166 0.153563 0.182003 0.222696 0.218618 0.195986 0.146992 0.129629 0.0775187 0.0732528 0.0631368
threshold=-0.17157499999999998 -1.0000000180025095e-35 -0.092909999999999979 -0.11087499999999999 -0.082039999999999988 0.10536000000000002 -0.0048749999999999991 0.51286500000000013 0.12397000000000001 -0.021334999999999996 0.26753000000000005 0.089380000000000015 0.084360000000000004 -0.53082999999999991 0.048695000000000009 0.089045000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 11 4 -4 6 12 8 9 -8 -10 15 -5 -6 -1 -2
right_child=2 -3 3 5 13 -7 7 -9 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0036700376857607565 0.0069094040442865927 -0.01777408199287395 0.013358515561062915 0.010918593055915067 -0.0036259241086129823 0.0069836336967000739 0.0095662455212741741 -0.0089877252344484852 0.013916029763213079 -0.0015582299484135234 0.001256406036360809 0.00086561511480320419 0.00089198290246194159 0.0055560118420306557 -0.0052142318741491183 0.014738074066878507
leaf_weight=52 65 58 58 59 52 86 52 74 53 1299 101 72 97 52 53 55
leaf_count=52 65 58 58 59 52 86 52 74 53 1299 101 72 97 52 53 55
internal_value=0 -0.00684914 0.00101781 0.000446957 0.00540221 5.14046e-06 -0.000339732 -0.000838346 -0.000436451 -0.00112872 0.00562496 0.00690429 0.00469562 0.000947769 -0.000797293 0.0105125
internal_weight=0 163 2175 1983 162 1821 1735 1579 1505 1351 154 192 156 104 105 120
internal_count=2338 163 2175 1983 162 1821 1735 1579 1505 1351 154 192 156 104 105 120
is_linear=0
shrinkage=0.16829


Tree=5352
num_leaves=18
num_cat=0
split_feature=0 157 3 13 151 484 3 51 0 0 159 151 11 0 1213 13 52
split_gain=0.336393 0.387675 0.325983 0.589907 0.187385 0.174463 0.34859 0.175849 0.150456 0.27681 0.195301 0.176306 0.237069 0.25026 0.164815 0.106592 0.156618
threshold=0.0037850000000000002 -0.0048549999999999991 -0.24098999999999995 -0.0070899999999999991 -0.28286499999999998 -0.067064999999999986 -0.072024999999999992 0.13474500000000003 -0.13314999999999996 -0.11242999999999999 0.101785 -0.0083949999999999979 1.0000000180025095e-35 -0.15385999999999997 0.14530000000000001 -0.08205999999999998 -0.0093349999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 15 8 11 -10 14 -7 13 -13 -11 16 -6
right_child=1 2 3 -5 5 7 -8 -9 9 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.011050063161638717 0.0054584893799885931 0.00089785725713742589 -0.0037974045240402494 -0.027719080738655623 -0.0078556352697684399 0.0037029643933099645 -0.01551879676349625 0.010472017053098628 0.013513839907108915 0.0022883603556178504 -0.0058242870707043409 -0.0024002949410568842 0.0038786973232617975 -0.017400071167557148 -0.007288559305032272 0.004560155473126889 0.0032887295311227935
leaf_weight=52 65 55 64 54 82 86 52 59 55 1235 100 67 53 60 53 83 63
leaf_count=52 65 55 64 54 82 86 52 59 55 1235 100 67 53 60 53 83 63
internal_value=0 -0.00560455 -0.00977157 -0.0147598 0.00107079 0.000816532 -0.0030845 0.00143536 0.00112233 0.00180102 0.0013356 -0.00255264 -0.00555141 -0.00950095 0.00189288 -0.000240728 -0.00300121
internal_weight=0 238 173 118 2100 2048 280 1768 1709 1443 1388 266 180 127 1288 228 145
internal_count=2338 238 173 118 2100 2048 280 1768 1709 1443 1388 266 180 127 1288 228 145
is_linear=0
shrinkage=0.16829


Tree=5353
num_leaves=14
num_cat=0
split_feature=11 1 16 151 399 43 4 13 401 160 1 1 156
split_gain=0.302953 0.270328 0.23367 0.403628 0.199972 0.186386 0.218222 0.172183 0.16164 0.178719 0.157802 0.288868 0.117335
threshold=0.095720000000000013 0.14699000000000004 -0.42004999999999992 0.015440000000000001 0.091255000000000017 -0.0094899999999999984 -0.014099999999999998 -0.083034999999999984 0.083100000000000021 0.087570000000000023 0.10234000000000001 0.11378500000000001 0.087515000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 7 -4 9 -7 -1 -12 -8
right_child=-2 -3 3 -5 -6 8 12 -9 -10 -11 11 -13 -14
leaf_value=0.00092804647231546698 -0.01237508649666081 -0.010435657167183723 0.0092837310768366741 -0.011154388132515397 0.010235515997695122 -0.0033314453371033489 -0.0017867660294563145 0.0024964303370288441 0.0050403675273537566 0.0068586637850237275 0.019590100484933697 0.003361977095706611 0.006282448174915794
leaf_weight=99 52 61 135 83 62 594 422 497 92 53 52 78 58
leaf_count=99 52 61 135 83 62 594 422 497 92 53 52 78 58
internal_value=0 0.000614583 0.000918341 0.000333227 0.000832584 0.000516658 0.00189406 0.00394909 -0.00155353 -0.00249393 0.00601043 0.00986705 -0.000807993
internal_weight=0 2286 2225 1996 1913 1851 1112 632 739 647 229 130 480
internal_count=2338 2286 2225 1996 1913 1851 1112 632 739 647 229 130 480
is_linear=0
shrinkage=0.16829


Tree=5354
num_leaves=17
num_cat=0
split_feature=43 1 1427 16 16 47 1 16 43 42 16 1456 16 4 16 1
split_gain=0.244054 0.216428 0.176316 0.166896 0.260627 0.176745 0.238358 0.361464 0.128674 0.209004 0.17688 0.123555 0.167772 0.512701 0.162776 0.102259
threshold=-0.46848499999999998 0.14699000000000004 0.088240000000000013 -0.011859999999999997 -0.018199999999999997 0.078345000000000012 0.10574000000000001 0.059920000000000008 -0.08725999999999999 0.085790000000000019 0.0063750000000000013 -0.077604999999999993 -0.42004999999999992 0.054560000000000004 -0.50476999999999983 0.102705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 6 8 -8 10 -10 -5 -2 14 -14 -13 -7
right_child=1 -3 -4 5 -6 15 7 -9 9 -11 -12 12 13 -15 -16 -17
leaf_value=-0.0093738316464479256 0.0081869222900044902 -0.0092257483823084824 0.010539781279366221 -0.00288835247780512 0.011679592087740982 -0.00010584757351528625 -0.019472131844571069 0.00014929134928316491 -0.0055781758604237612 0.0019067193299423554 0.0087601785881660718 0.0017737486079215388 0.0013077953131145257 -0.010295784538910811 0.011437720739461588 0.010414517681711425
leaf_weight=72 68 62 52 69 71 52 53 53 251 182 79 150 875 123 74 52
leaf_count=72 68 62 52 69 71 52 53 53 251 182 79 150 875 123 74 52
internal_value=0 0.000577853 0.00085445 0.000619583 0.00175 -0.00132314 -0.00230372 -0.00964447 -0.000961351 -0.00242795 0.00331731 0.00120209 0.000811939 -0.000120505 0.00497433 0.00513706
internal_weight=0 2266 2204 2152 1361 791 687 106 581 433 148 1290 1222 998 224 104
internal_count=2338 2266 2204 2152 1361 791 687 106 581 433 148 1290 1222 998 224 104
is_linear=0
shrinkage=0.16829


Tree=5355
num_leaves=21
num_cat=0
split_feature=1 4 2 14 4 3 2 1419 13 4 1 1 4 4 16 4 48 1 15 2
split_gain=16.3909 2.31382 2.11023 1.00007 0.967636 0.916728 1.19574 0.685788 0.668577 0.65735 0.539632 0.383026 0.28368 0.273006 0.336726 0.298336 0.558462 0.254795 0.174962 0.0621861
threshold=0.11869500000000001 0.27161500000000005 0.14823500000000003 0.076175000000000007 0.50373500000000015 -0.066424999999999984 0.079570000000000016 1.0000000180025095e-35 -0.0042049999999999995 -0.057539999999999994 0.092655000000000015 0.085425000000000015 0.41816000000000003 0.032965000000000001 -0.13644999999999999 -0.0025749999999999996 0.086095000000000019 0.088415000000000007 -0.069404999999999981 0.10222000000000002
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 4 5 18 7 -7 13 10 -10 19 -11 -3 15 -15 17 -17 -1 -2 -8
right_child=2 12 -4 -5 -6 6 8 -9 9 11 -12 -13 -14 14 -16 16 -18 -19 -20 -21
leaf_value=0.0015211010183070013 0.0010743787896416793 0.00082807784066922356 9.991954541255063e-05 0.0018722246471314749 0.00047503693256462635 0.00098814623492351843 0.0014947172957484336 0.0018238845307181055 0.0018738918430518028 0.0016187514697055063 0.00099719359826748238 0.0012281217563886182 0.0011689011076649427 0.0015225296094399919 0.0012202365890918504 0.0019241797708994936 0.0014601212864582792 0.0014005517580096907 0.00081393290588285491 0.0013242977070275642
leaf_weight=877 63 57 71 71 76 87 52 73 54 57 53 55 52 79 86 53 63 256 54 55
leaf_count=877 63 57 71 71 76 87 52 73 54 57 53 55 52 79 86 53 63 256 54 55
internal_value=0 0.00145997 0.000586898 0.00148589 0.000765863 0.00147143 0.00133317 0.00150981 0.00142514 0.00157275 0.00127177 0.00142724 0.000990996 0.00149357 0.00136518 0.00151051 0.00167245 0.00149389 0.000954474 0.00140745
internal_weight=0 2080 264 1971 193 1900 413 1487 326 166 160 112 109 1414 165 1249 116 1133 117 107
internal_count=2344 2080 264 1971 193 1900 413 1487 326 166 160 112 109 1414 165 1249 116 1133 117 107
is_linear=0
shrinkage=0.0032998


Tree=5356
num_leaves=11
num_cat=0
split_feature=11 151 1429 1429 1 14 1 157 42 150
split_gain=0.337611 0.347951 0.208055 0.211124 0.205384 0.353515 0.266861 0.422238 0.197321 0.19159
threshold=0.095360000000000014 0.032230000000000009 -0.089414999999999981 -0.0064149999999999997 0.14699000000000004 -1.0000000180025095e-35 0.077565000000000009 -0.074224999999999985 0.083725000000000008 0.08926000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 -7 -3
right_child=-2 9 3 4 -6 6 7 -9 -10 -11
leaf_value=0.011141289388676586 0.014790290024827926 0.017545914576890691 -0.010124709501264748 0.011713770277371718 -0.0088062712444259509 -2.5943626816722413e-05 -0.0139560017498287 -0.00058041032877603239 0.0043664900439006338 0.003681752194417342
leaf_weight=53 53 54 52 84 62 577 74 695 580 60
leaf_count=53 53 54 52 84 62 577 74 695 580 60
internal_value=0 0.00120036 0.000724872 0.000464106 0.000730716 0.00102579 0.00055871 -0.00186986 0.00217442 0.0102647
internal_weight=0 2291 2177 2124 2072 2010 1926 769 1157 114
internal_count=2344 2291 2177 2124 2072 2010 1926 769 1157 114
is_linear=0
shrinkage=0.16829


Tree=5357
num_leaves=10
num_cat=0
split_feature=8 51 158 0 376 9 474 14 42
split_gain=0.328498 0.199121 0.215754 0.175315 0.155099 0.258876 0.150076 0.172587 0.113901
threshold=1.0000000180025095e-35 0.12200500000000002 -0.18217999999999998 -0.23046999999999998 0.084545000000000009 -1.0000000180025095e-35 -0.10160499999999999 0.078235000000000013 0.087420000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8 -3
right_child=-2 8 3 4 -6 6 7 -9 -10
leaf_value=-0.0090580013416616794 0.014230710073015178 0.011900872154263787 0.0096046507645108203 -0.0114180940967053 0.0079974139927230705 0.0094472252069086726 0.00063939974992371408 -0.0091935279053418622 0.001758491726117864
leaf_weight=64 54 71 63 52 77 53 1801 52 57
leaf_count=64 54 71 63 52 77 53 1801 52 57
internal_value=0 0.000947785 0.000565051 0.00085946 0.000587842 0.000295537 0.000616054 0.000362493 0.00739838
internal_weight=0 2290 2162 2098 2035 1958 1906 1853 128
internal_count=2344 2290 2162 2098 2035 1958 1906 1853 128
is_linear=0
shrinkage=0.16829


Tree=5358
num_leaves=25
num_cat=0
split_feature=4 16 48 133 34 1 15 12 48 15 151 12 52 15 4 4 12 43 12 52 12 12 16 52
split_gain=0.360132 0.485141 0.250951 0.281844 0.219856 0.279217 0.339819 0.556169 0.409946 0.205036 0.331362 0.198653 0.193818 0.387133 0.332061 0.424438 0.169364 0.159513 0.192652 0.150679 0.132255 0.106313 0.096419 0.0920651
threshold=-0.26545999999999997 0.11346000000000002 0.08975000000000001 0.066685000000000008 -0.078549999999999995 0.080270000000000022 -0.045404999999999994 0.083970000000000017 -0.031249999999999997 0.085145000000000012 -0.085134999999999975 0.086115000000000011 -0.065699999999999981 -0.092364999999999989 0.51400500000000016 0.41939500000000002 0.083885000000000015 -0.0063549999999999987 0.092395000000000019 -0.010739999999999998 0.091680000000000011 0.08654000000000002 -0.020464999999999997 0.088635000000000005
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 -1 4 19 -2 9 12 8 -8 10 -6 -11 13 -7 15 -14 -12 18 -9 -4 -3 -18 23 -13
right_child=2 20 3 -5 5 6 7 17 -10 11 16 22 14 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.02187540157975422 0.010197868240615209 0.0069861269981968434 0.013347011119049375 -0.0030433829698583519 0.0086177316367708912 -0.012876164142314241 -0.0065019359337021325 -0.01046761085888297 -0.027390466498701287 0.010717136412434667 -0.0092142730038431847 0.0071833285176922303 0.0015168842279193902 0.0050863132271909833 -0.0075655164039270589 0.019839451103426591 0.0025750038574157879 0.002695658375684347 0.00050536209566985895 0.0038289954163321319 -0.0033818883211435085 -0.0029148137521023683 -0.0038604140130307054 0.00098277833253492377
leaf_weight=52 55 89 98 82 90 71 54 102 53 95 87 110 107 65 54 54 149 102 81 92 57 302 64 179
leaf_count=52 55 89 98 82 90 71 54 102 53 95 87 110 107 65 54 54 149 102 81 92 57 302 64 179
internal_value=0 0.00791171 0.000409314 0.00518646 -0.000283102 -0.000600996 -0.00311078 -0.00651685 -0.0168654 0.00113039 -0.000829375 0.00388157 0.000688039 -0.00427795 0.00383767 0.0076735 -0.00241309 -0.0026253 -0.0056009 0.00874774 0.00292603 -0.00109712 0.00203688 0.00334907
internal_weight=0 198 2146 272 1874 1819 743 392 107 1076 628 448 351 136 215 161 538 285 183 190 146 451 353 289
internal_count=2344 198 2146 272 1874 1819 743 392 107 1076 628 448 351 136 215 161 538 285 183 190 146 451 353 289
is_linear=0
shrinkage=0.16829


Tree=5359
num_leaves=31
num_cat=0
split_feature=12 2 15 2 2 12 12 0 150 47 16 15 0 15 42 15 15 2 157 52 15 52 16 52 2 131 13 15 0 12
split_gain=7.14975 3.43125 1.66353 1.44292 1.57181 0.983143 0.643281 0.627631 0.559365 0.390998 0.476939 0.38281 0.442917 0.41323 0.356469 0.354754 0.312018 0.293363 0.237822 0.200455 0.193342 0.182585 0.168606 0.157076 0.155914 0.151267 0.212965 0.117235 0.0679985 0.0340462
threshold=0.077755000000000005 0.13290500000000002 -0.2987999999999999 -0.007134999999999999 0.10457000000000001 -0.081914999999999988 0.094435000000000005 -0.048199999999999993 0.083680000000000018 0.077555000000000013 -1.0000000180025095e-35 0.083185000000000023 -0.083554999999999977 -0.008094999999999998 0.088200000000000014 0.091435000000000002 -0.039984999999999993 0.11366500000000002 -0.079594999999999985 0.10160000000000001 -0.064464999999999981 -0.025904999999999994 -0.076489999999999989 0.10096500000000001 0.084275000000000003 0.081165000000000001 0.056640000000000003 0.086795000000000011 -0.080474999999999977 0.099550000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 -4 9 -1 7 11 17 10 -5 13 14 18 27 24 25 -6 21 -17 -20 -2 -18 29 -14 26 28 -13 -8 -24
right_child=1 -3 3 4 8 -7 16 -9 -10 -11 -12 12 15 -15 -16 19 22 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0002620197568779594 0.0015815707212269222 0.00047333095735963238 0.00054100073312640532 0.0010278242054749076 0.0011650326842574492 0.0008205359479029528 0.00091722537428659046 0.0017268805548956315 0.00059642301812446049 0.0015059486956951666 0.0014155586882000364 0.0013725242412542154 0.0015559032750493999 0.0010602475011810884 0.001723791832137391 0.0010426673190964137 0.0014329125672717425 0.00084327515457943193 0.0012296402317029426 0.0013130285126616268 0.0014160545706375801 0.0013344853018859911 0.0012715564985570737 0.0011371808875920359 0.0013474385068599586 0.0012989927880922656 0.0012533789974137051 0.0015413005915658265 0.0010828318846221124 0.0013995391813537809
leaf_weight=63 61 53 70 94 52 76 53 52 66 53 56 118 64 75 67 57 82 80 246 68 85 78 61 82 117 52 61 82 67 53
leaf_count=63 61 53 70 94 52 76 53 52 66 53 56 118 64 75 67 57 82 80 246 68 85 78 61 82 117 52 61 82 67 53
internal_value=0 0.00130104 0.000885458 0.000979174 0.00105558 0.000567649 0.00132712 0.00137004 0.000845849 0.00125996 0.00117281 0.00135341 0.00141361 0.00129006 0.00151277 0.00132697 0.00122877 0.000970295 0.00132665 0.00119003 0.00127762 0.00144317 0.00130429 0.00125031 0.00142134 0.00113851 0.00109221 0.0014419 0.00100998 0.00133137
internal_weight=0 1734 610 471 401 139 1681 1170 198 203 150 1118 573 545 267 306 511 132 470 125 331 139 278 196 181 233 181 200 120 114
internal_count=2344 1734 610 471 401 139 1681 1170 198 203 150 1118 573 545 267 306 511 132 470 125 331 139 278 196 181 233 181 200 120 114
is_linear=0
shrinkage=0.0032998


Tree=5360
num_leaves=19
num_cat=0
split_feature=1 2 2 2 14 2 40 2 1 48 48 1446 1456 50 43 42 2 1
split_gain=18.2361 2.51642 2.60952 2.1535 1.72768 1.03641 1.00249 0.714775 0.809545 0.628218 0.450713 0.390347 0.301335 0.286595 0.114598 0.130242 0.0738577 0.0236957
threshold=0.10915500000000002 0.13538500000000001 -1.0000000180025095e-35 0.10060500000000001 0.054835000000000009 0.10912000000000001 -0.075219999999999981 0.12708000000000003 0.10312500000000001 -0.026004999999999997 0.085790000000000019 0.092750000000000013 0.085185000000000011 0.10954500000000002 -0.053084999999999993 0.086355000000000015 0.10836000000000003 0.11646000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -4 -1 8 14 -8 -3 12 13 -11 15 -5 -16 -7
right_child=1 10 5 7 -6 17 9 -9 -10 11 -12 -13 -14 -15 16 -17 -18 -19
leaf_value=0.00098961921436260098 0.00028248681728713942 0.00012054745300080841 0.0012762524051632708 0.0011076312293550861 0.0019450996869351941 0.00073998473694797764 0.0010828496100018625 0.00082071859904767563 0.00093987930351796046 0.0014366866871960797 0.00049403047180983969 0.0017289565876033961 0.001634055433362301 0.0012539994273222225 0.0014664840817052635 0.0013248254180110055 0.001307944220764354 0.00084683456456518906
leaf_weight=59 75 88 87 54 70 56 55 56 85 1077 59 52 79 106 62 78 85 54
leaf_count=59 75 88 87 54 70 56 55 56 85 1077 59 52 79 106 62 78 85 54
internal_value=0 0.000618904 0.000806965 0.00137896 0.00143761 0.00100646 0.00141271 0.00116969 0.00122329 0.00143092 0.000270688 0.00144546 0.00143375 0.00142035 0.0013095 0.00123624 0.00137505 0.000792759
internal_weight=0 419 272 1918 1498 197 1428 420 364 1369 147 1314 1262 1183 279 132 147 110
internal_count=2337 419 272 1918 1498 197 1428 420 364 1369 147 1314 1262 1183 279 132 147 110
is_linear=0
shrinkage=0.0032998


Tree=5361
num_leaves=19
num_cat=0
split_feature=1 3 39 39 4 4 16 14 0 3 1 3 160 3 13 0 3 13
split_gain=27.5191 3.67781 2.89517 1.94207 1.78448 1.39977 1.24455 1.02661 0.824576 0.600893 0.536838 0.399499 0.376128 0.366711 0.355526 0.328952 0.319709 0.225809
threshold=0.10752500000000002 0.31534000000000006 0.081875000000000017 0.088025000000000006 -0.49432999999999994 0.24099500000000004 0.12292000000000002 0.062655000000000016 -0.075914999999999996 -0.10032499999999998 0.094695000000000015 -0.062184999999999997 -0.53327999999999987 0.085315000000000016 -0.011834999999999998 -0.12608499999999997 -0.10077999999999999 -0.07150999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 16 7 9 8 12 -2 -4 17 -6 -14 -5 -11 -1 -10
right_child=1 -3 10 14 5 -7 -8 -9 11 15 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0020528736218486292 0.00037297724027086942 -0.00014998383382922088 0.0011119949543849936 0.00045504466600480679 0.0011868088506931768 0.00096529086649519715 0.001213190983628308 0.0018358246684736278 0.0015127542646025569 0.00061117594798103139 0.00065144209406607656 0.0010118654303681541 0.0014909780672675325 0.0012086700101269451 9.8993721028561651e-05 0.00094457224573175186 0.0016801113622555569 0.0012822552075318302
leaf_weight=52 52 77 60 75 52 71 63 69 60 60 52 52 1071 54 52 72 52 241
leaf_count=52 52 77 60 75 52 71 63 69 60 60 52 52 1071 54 52 72 52 241
internal_value=0 0.000506372 0.00141386 0.000641598 0.00144637 0.00142017 0.000812192 0.00144034 0.00142248 0.000674701 0.000898481 0.0012818 0.00146465 0.00147746 0.000309537 0.000793295 0.00186683 0.00132832
internal_weight=0 451 1886 374 1774 1670 247 1599 1530 184 112 353 1177 1125 127 132 104 301
internal_count=2337 451 1886 374 1774 1670 247 1599 1530 184 112 353 1177 1125 127 132 104 301
is_linear=0
shrinkage=0.0032998


Tree=5362
num_leaves=15
num_cat=0
split_feature=4 3 14 15 49 0 3 51 51 1 2 39 13 15
split_gain=0.528825 0.621898 0.440646 0.374811 0.212453 0.242517 0.182372 0.28286 0.186142 0.253019 0.235598 0.222983 0.16989 0.0372717
threshold=0.27161500000000005 -0.14162499999999997 -0.45687499999999998 1.0000000180025095e-35 -0.015064999999999999 -0.087404999999999997 0.12991000000000003 0.13995500000000002 0.086090000000000014 0.086560000000000012 0.12358500000000001 0.088895000000000016 -0.084344999999999989 0.082365000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 8 10 13 11 12 -3 -10
right_child=2 6 4 -5 5 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0082288325545237344 0.010418323108129578 0.0011632072426775103 -0.015837936209054743 0.024652727244892519 0.0016912150830325602 -0.011679557455273508 0.011120947433846723 -0.0079047793759088707 0.0012338996570840349 0.017915706401851448 -0.0074499839210130283 -0.005804753979182291 0.0052808092536400265 0.0074753019199819996
leaf_weight=101 54 388 53 65 98 63 95 59 55 61 55 66 1069 55
leaf_count=101 54 388 53 65 98 63 95 59 55 61 55 66 1069 55
internal_value=0 0.00478799 -0.00315335 0.0146707 -0.00658637 -0.00352967 0.00392497 0.00354587 0.00393316 0.0092132 0.00335985 0.00375141 0.00418552 0.00437093
internal_weight=0 2069 268 166 214 161 1903 1808 1749 171 1578 1523 1457 110
internal_count=2337 2069 268 166 214 161 1903 1808 1749 171 1578 1523 1457 110
is_linear=0
shrinkage=0.16829


Tree=5363
num_leaves=18
num_cat=0
split_feature=4 39 3 11 3 15 15 159 42 4 484 49 0 12 4 3 133
split_gain=9.88561 3.26976 2.00152 1.6567 0.913233 0.764697 0.707224 0.649233 0.347215 0.277046 0.274251 0.244905 0.574717 0.204714 0.20258 0.187325 0.103719
threshold=0.30163500000000004 0.082470000000000016 0.11745500000000002 1.0000000180025095e-35 -0.015259999999999998 -0.42759999999999992 1.0000000180025095e-35 0.10634 0.11457500000000002 0.41939500000000002 -1.0000000180025095e-35 -0.089819999999999983 -0.13314999999999996 0.084055000000000005 -0.0030749999999999996 -0.077774999999999983 0.087380000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -3 7 -5 -2 10 -7 13 -12 -13 -1 -6 -10 -15
right_child=5 4 -4 6 14 9 -8 -9 15 -11 11 12 -14 16 -16 -17 -18
leaf_value=0.0013601250352072692 0.00076215559938940577 0.00031260025515523067 0.00065510054780977176 0.0012861870149461507 0.00066380953581917528 0.00032747772706061973 0.0017644655793546745 0.0002880056834256129 0.0010698527424623254 8.0918887319036853e-06 0.0013061733824816929 0.00079954657785268209 0.0011057641478057296 0.0012068518603942421 0.00094489647393741771 0.00081526413393552175 0.0010523013653442905
leaf_weight=76 71 61 100 85 54 66 57 57 64 54 60 72 1094 166 61 66 73
leaf_count=76 71 61 100 85 54 66 57 57 64 54 60 72 1094 166 61 66 73
internal_value=0 0.00107078 0.00111041 0.0011355 0.000639906 0.000373732 0.00147842 0.000551286 0.00110634 0.000184048 0.00112028 0.00109765 0.00108689 0.00120824 0.000813214 0.000940871 0.00115979
internal_weight=0 2089 1913 1813 176 248 142 128 1671 120 1541 1226 1166 315 115 130 239
internal_count=2337 2089 1913 1813 176 248 142 128 1671 120 1541 1226 1166 315 115 130 239
is_linear=0
shrinkage=0.0032998


Tree=5364
num_leaves=13
num_cat=0
split_feature=3 1 4 2 2 3 15 16 1 151 4 16
split_gain=0.4203 0.428378 0.401786 0.341911 0.179367 0.221604 0.162835 0.163075 0.242005 0.197777 0.110064 0.286593
threshold=-0.154195 0.08617000000000001 0.27161500000000005 0.10746500000000002 0.14271500000000001 0.12745000000000004 -0.14524999999999996 0.51026500000000008 0.11156000000000001 -0.10938499999999998 0.49433000000000005 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -3 5 6 -2 8 9 -8 -4 -12
right_child=2 3 10 -5 -6 -7 7 -9 -10 -11 11 -13
leaf_value=0.024853597224198873 0.010694171561573851 -0.0034328513691264809 -0.0074921878889643717 0.015244460955936895 -0.0040080791596879594 0.013783486729238122 0.013225371068949969 0.010627281013901466 -0.0070551937251322862 0.0033582155327107166 0.0062776262713593696 -0.0096784459594132927
leaf_weight=52 101 53 99 58 73 70 60 92 61 1485 80 53
leaf_count=52 101 53 99 58 73 70 60 92 61 1485 80 53
internal_value=0 0.012237 0.00337144 0.00631028 0.0041626 0.0044827 0.0041198 0.00372769 0.00333132 0.00374257 -0.00324342 -6.73005e-05
internal_weight=0 163 2174 111 1942 1869 1799 1698 1606 1545 232 133
internal_count=2337 163 2174 111 1942 1869 1799 1698 1606 1545 232 133
is_linear=0
shrinkage=0.16829


Tree=5365
num_leaves=15
num_cat=0
split_feature=43 1428 0 0 13 43 51 0 52 483 0 0 0 13
split_gain=0.414288 0.21137 0.231136 0.385696 0.378452 0.211105 0.207656 0.325215 0.217515 0.176262 0.224817 0.173271 0.158701 0.132653
threshold=-0.49218499999999993 0.081935000000000022 0.076335000000000014 -0.014954999999999998 0.0083850000000000018 -0.0090499999999999973 -0.097374999999999975 -0.069074999999999984 -0.032354999999999988 0.097880000000000009 -0.088484999999999994 -0.086254999999999984 -0.067094999999999988 -0.050149999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -5 11 9 -9 10 -8 -2 -13 -10
right_child=1 -3 4 5 -6 -7 7 8 13 -11 -12 12 -14 -15
leaf_value=0.018046089536190888 0.016543116925375214 0.012507686482382539 -0.014864900006307498 0.020953860140455055 0.0045889908406273067 0.0063571567686554371 0.00045982887659221956 -0.011863619265884837 -0.0057231236584665982 0.01042965520473923 0.0045284546061266744 -0.0012038172390809003 0.010147665507417646 0.0052102242185337322
leaf_weight=56 52 70 52 52 62 62 681 67 60 90 887 62 79 66
leaf_count=56 52 70 52 52 62 62 681 67 60 90 887 62 79 66
internal_value=0 0.0033908 0.00310912 0.00349971 -0.00426895 0.0130311 0.00296724 0.00241814 -0.00411593 0.00317982 0.00276255 0.0082242 0.00514349 0
internal_weight=0 2342 2272 2158 114 114 2044 1851 193 1658 1568 193 141 126
internal_count=2398 2342 2272 2158 114 114 2044 1851 193 1658 1568 193 141 126
is_linear=0
shrinkage=0.16829


Tree=5366
num_leaves=22
num_cat=0
split_feature=4 2 12 2 4 51 2 2 51 11 15 15 11 2 47 480 483 43 4 43 52
split_gain=10.9823 3.89115 1.91384 1.51024 1.64782 1.08798 1.06135 0.979123 0.938375 0.891901 0.693041 0.590405 0.57964 0.524973 0.459869 0.320624 0.311014 0.300898 0.239841 0.359075 0.147776
threshold=0.27161500000000005 0.12399000000000002 1.0000000180025095e-35 -0.0091949999999999983 -0.030434999999999993 0.086950000000000013 0.12708000000000003 0.093565000000000023 0.015475000000000001 1.0000000180025095e-35 -0.42759999999999992 -0.41971499999999995 0.085630000000000026 0.090425000000000019 0.10254000000000001 0.086930000000000021 0.058525000000000008 -0.040789999999999993 0.029980000000000003 -0.013819999999999997 -0.090234999999999996
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 2 3 -1 20 7 11 -6 -3 13 -8 -2 -11 14 15 17 18 -4 19 -15 -5
right_child=6 8 9 4 5 -7 10 -9 -10 12 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00055311713093436469 0.00054264938020512517 0.00097464303521787861 0.0012997872248042598 0.0013661803496660479 0.001460625744327841 0.00056931244498089196 0.00056531921942089823 0.00090633431783499385 0.00042078075950015167 0.0018346725847216642 3.0941909421287802e-05 0.00092488425430042669 0.0013936137517431605 0.0013267645621924166 0.0011295927863244442 0.0016303605166537757 0.0014317402134731746 0.0014219476735548965 0.0010265148554616855 0.0010886765132517829 0.0016217425056374024
leaf_weight=53 98 69 457 53 58 52 53 88 65 61 53 81 72 167 93 52 64 447 88 122 52
leaf_count=53 98 69 457 53 58 52 53 88 65 61 53 81 72 167 93 52 64 447 88 122 52
internal_value=0 0.00125101 0.00128788 0.00106828 0.00115827 0.000980548 0.000560712 0.00112677 0.000706241 0.00133603 0.000298463 0.000715813 0.00159617 0.00131278 0.00135324 0.00137496 0.00121646 0.00136023 0.00117982 0.00122638 0.00149308
internal_weight=0 2113 1979 356 303 198 285 146 134 1623 106 179 133 1490 1049 956 441 904 377 289 105
internal_count=2398 2113 1979 356 303 198 285 146 134 1623 106 179 133 1490 1049 956 441 904 377 289 105
is_linear=0
shrinkage=0.0032998


Tree=5367
num_leaves=21
num_cat=0
split_feature=4 3 150 43 3 150 14 2 3 48 2 49 481 42 156 2 47 42 4 3
split_gain=13.3065 4.41451 1.60322 1.5713 1.32319 0.968312 0.690932 0.490678 0.570793 0.389882 0.385998 0.376817 0.306079 0.285624 0.261787 0.198226 0.205662 0.138075 0.105373 0.0978689
threshold=0.30163500000000004 -0.049204999999999992 0.093625000000000014 -0.033174999999999989 0.12178000000000001 0.081245000000000026 -0.45687499999999998 0.11585500000000001 -0.14162499999999997 0.084965000000000027 0.12454500000000002 -0.081334999999999977 -0.048124999999999994 0.079170000000000004 0.050840000000000003 0.090425000000000019 0.10280000000000002 0.087970000000000007 0.053455000000000009 0.0045450000000000013
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 7 3 9 14 6 -2 8 13 -3 -8 -10 17 -1 19 16 -14 -13 -17 -5
right_child=5 2 -4 4 -6 -7 10 -9 11 -11 -12 12 15 -15 -16 18 -18 -19 -20 -21
leaf_value=0.0014962469062121736 0.00074968032476934018 0.0010057635342610224 0.00053395176990516497 0.0012235706308470025 0.0008546391149248713 0.00091419531321700824 0.00046297873788126961 0.0011616770962600003 0.001135099696038071 0.00064940027468974129 0.00013033136878542919 0.0016238400566293419 0.001424633941144268 0.0018042558767045449 0.0015875167533718072 0.0013434993236843577 0.0012481375294952203 0.0014220100509844801 0.0011970411511258291 0.0014068058791176833
leaf_weight=98 53 64 62 69 67 56 84 95 63 72 70 91 786 52 56 264 83 70 74 69
leaf_count=98 53 64 62 69 67 56 84 95 63 72 70 91 786 52 56 264 83 70 74 69
internal_value=0 0.00131555 0.00102854 0.00110569 0.0012558 0.000528696 0.000424236 0.00139414 0.00140808 0.00081736 0.000312004 0.0013876 0.0013992 0.00160326 0.00139416 0.00138089 0.00140782 0.00153631 0.00131154 0.00131544
internal_weight=0 2135 459 397 261 263 207 1676 1581 136 154 1431 1368 150 194 1207 869 161 338 138
internal_count=2398 2135 459 397 261 263 207 1676 1581 136 154 1431 1368 150 194 1207 869 161 338 138
is_linear=0
shrinkage=0.0032998


Tree=5368
num_leaves=11
num_cat=0
split_feature=160 3 14 475 2 160 160 15 42 402
split_gain=0.363845 0.234855 0.245306 0.185734 0.22176 0.195807 0.217733 0.208991 0.264151 0.174171
threshold=-0.54512499999999997 0.31534000000000006 0.076975000000000002 -0.085684999999999997 0.087575000000000014 0.11655500000000001 0.10114000000000002 -0.41971499999999995 0.082755000000000009 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -5 -9
right_child=1 -3 -4 5 -6 -7 -8 9 -10 -11
leaf_value=0.018138843837157075 0.0031157339236079933 -0.004683301049349403 0.015221962517582373 -0.011519720559072423 0.017344725896980537 -0.0032787404677288973 0.015164309630239684 0.0043296771133574732 0.0046754435693429292 0.011164449777760196
leaf_weight=58 57 74 64 52 69 93 54 1701 63 113
leaf_count=58 57 74 64 52 69 93 54 1701 63 113
internal_value=0 0.00463387 0.00493893 0.00463924 0.0109221 0.00425705 0.00461138 0.00431503 -0.00263196 0.00475643
internal_weight=0 2340 2266 2202 126 2076 1983 1929 115 1814
internal_count=2398 2340 2266 2202 126 2076 1983 1929 115 1814
is_linear=0
shrinkage=0.16829


Tree=5369
num_leaves=30
num_cat=0
split_feature=1 2 15 2 14 52 16 1 12 1 12 1 2 12 1213 16 12 16 2 42 1 1 42 15 49 133 13 42 42
split_gain=28.8681 7.01456 2.27238 1.94011 1.41625 1.10478 0.968743 0.943879 0.805636 0.698523 0.885699 0.68066 0.655026 0.595663 0.524352 0.457953 0.388961 0.363016 0.325041 0.269347 0.224469 0.257166 0.219512 0.174282 0.154258 0.122759 0.114832 0.109037 0.0736413
threshold=0.10776500000000001 0.13880500000000004 -0.083359999999999976 0.10272000000000002 0.076175000000000007 -0.41304999999999997 0.40052000000000004 0.092810000000000017 -0.040564999999999997 0.088785000000000017 0.088005000000000014 0.093785000000000021 0.17576500000000003 0.087805000000000008 0.030935000000000004 -0.0007049999999999999 0.081810000000000008 0.0023100000000000004 0.091895000000000018 0.085495000000000015 0.091330000000000008 0.094165000000000013 -0.053844999999999997 -0.027009999999999996 -0.011109999999999998 0.032620000000000003 -0.081849999999999992 0.083925000000000013 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 9 11 -4 17 -2 13 24 -5 -3 14 15 16 -1 23 19 22 -12 -22 -15 -7 -11 -20 -21 -17 -27
right_child=1 12 6 5 -6 7 -8 -9 -10 10 20 -13 -14 18 -16 27 -18 -19 25 26 21 -23 -24 -25 -26 28 -28 -29 -30
leaf_value=0.001493719531894491 0.00056512192976080635 0.00031166735212119056 0.0011252650060991805 0.0014978074526751223 0.0022252454413444404 0.0014674427857592478 0.0016761483699939276 0.0010372860526328667 0.00099508472797570015 0.0012154489520274738 0.0018687566055374434 0.0020264441200838566 -0.00017436309914195915 0.0017234965040069823 0.0020630605496066838 0.0020633991029443835 0.001777901115670188 0.0012896440449130808 0.0014794677985267022 0.0017212893012830859 0.001462786860254145 0.0017432293978972742 0.00195723859333675 0.0017390851715229077 0.0014706247721129552 0.0017392183432108864 0.0014963688940130772 0.0018622107587946033 0.0015688444807146326
leaf_weight=63 96 70 100 56 64 55 54 74 95 55 68 52 53 107 90 65 376 67 90 56 60 97 81 54 54 57 52 66 71
leaf_count=63 96 70 100 56 64 55 54 74 95 55 68 52 53 107 90 65 376 67 90 56 60 97 81 54 54 57 52 66 71
internal_value=0 0.000778856 0.00102008 0.00169253 0.00174258 0.00147266 0.00131866 0.00135156 0.000779162 0.00172208 0.00158785 0.00175266 0.000101953 0.00176023 0.00182642 0.001789 0.0017372 0.0014835 0.00167518 0.0017475 0.0017067 0.00163628 0.00182439 0.00160234 0.00134219 0.00157682 0.00161332 0.00196231 0.00164499
internal_weight=0 468 345 1930 1572 358 154 250 191 1508 334 108 123 1174 660 570 439 176 514 296 225 157 188 109 109 218 108 131 128
internal_count=2398 468 345 1930 1572 358 154 250 191 1508 334 108 123 1174 660 570 439 176 514 296 225 157 188 109 109 218 108 131 128
is_linear=0
shrinkage=0.0032998


Tree=5370
num_leaves=14
num_cat=0
split_feature=4 0 14 1 3 4 3 13 2 481 43 0 1204
split_gain=0.305716 0.279719 0.436486 0.339659 0.388598 0.301282 0.300442 0.253558 0.291749 0.251407 0.207267 0.16606 0.129927
threshold=-0.51381999999999983 0.12411500000000002 -0.10708499999999999 0.10752500000000002 0.092330000000000009 -0.036279999999999993 -1.0000000180025095e-35 -0.010739999999999998 0.12131500000000002 -0.087424999999999989 -0.065804999999999989 -0.10891999999999999 -0.080654999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 9 8 11 -4 -9 -7 -11
right_child=1 -3 3 5 -6 7 -8 10 -10 12 -12 -13 -14
leaf_value=0.018020716167691325 0.016217991154067482 -0.0056226156036597082 -0.0040064312665842022 0.011914055439781334 -0.0054011895570760596 -0.00017351036064727014 0.017271375887601151 -0.015968584078495929 -0.0077725849635428175 0.00056425308851714773 -0.0017742168217227483 0.012335593938218979 0.0067687261866702072
leaf_weight=53 101 67 69 52 83 54 69 52 58 103 67 67 1453
leaf_count=53 101 67 69 52 83 54 69 52 58 103 67 67 1453
internal_value=0 0.00507816 0.00540075 0.00488625 0.00583008 8.91644e-05 0.00638144 -0.00196821 0.00202632 0.00591793 -0.0079919 0.00673817 0.00635917
internal_weight=0 2295 2228 2127 1777 350 1694 298 179 1625 119 121 1556
internal_count=2348 2295 2228 2127 1777 350 1694 298 179 1625 119 121 1556
is_linear=0
shrinkage=0.16829


Tree=5371
num_leaves=18
num_cat=0
split_feature=1 3 10 3 39 4 4 39 13 11 11 1375 0 16 3 1 16
split_gain=9.53539 1.79278 1.02424 0.865579 1.02047 0.861863 0.739816 0.671789 0.406325 0.386585 0.58386 0.424328 0.383318 0.471717 0.418077 0.287699 0.200815
threshold=0.10752500000000002 -0.049204999999999992 -0.0093599999999999985 0.086245000000000016 0.081875000000000017 -0.14236999999999997 0.30163500000000004 0.087735000000000021 -0.28558999999999996 0.077415000000000012 0.085630000000000026 -1.0000000180025095e-35 -0.061204999999999989 0.15737500000000001 -0.052614999999999995 0.09518500000000002 -0.082264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 4 9 -5 -2 8 -4 11 -11 -1 14 -14 16 -6 -13
right_child=1 2 7 5 15 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18
leaf_value=0.0014102235907591672 0.0010852320605419768 2.6836705875290255e-05 0.00045577822873259406 0.0011945458142002667 0.0010040184349806535 0.00064572466179574752 0.00060480699457257127 0.00031640625242690146 0.00081342558668337918 0.0016103935006105061 0.0011439268102739007 0.0011962952435137159 0.00077319460662530039 0.0011705043971307087 0.0014146551450058384 0.00066335539273016026 0.0011089707127212105
leaf_weight=66 85 54 58 52 55 79 60 97 88 52 69 469 68 64 65 55 812
leaf_count=66 85 54 58 52 55 79 60 97 88 52 69 469 68 64 65 55 812
internal_value=0 0.000585671 0.000438596 0.0011238 0.00114296 0.000863846 0.000886678 0.000529952 0.000671588 0.00116335 0.00134468 0.00114912 0.00113744 0.000966097 0.00115421 0.000834007 0.00114097
internal_weight=0 442 297 1906 1775 131 145 243 146 1665 121 1544 1478 132 1346 110 1281
internal_count=2348 442 297 1906 1775 131 145 243 146 1665 121 1544 1478 132 1346 110 1281
is_linear=0
shrinkage=0.0032998


Tree=5372
num_leaves=12
num_cat=0
split_feature=10 40 4 0 1375 3 0 4 4 0 48
split_gain=0.259116 0.251472 0.245838 0.184474 0.263112 0.164679 0.293926 0.191269 0.177007 0.163783 0.062878
threshold=-0.092019999999999977 0.0046150000000000002 -0.51253999999999988 -0.15270499999999995 -0.088929999999999981 -0.18766499999999997 -0.010949999999999998 0.50373500000000015 -0.21586499999999997 -0.18560999999999997 0.082225000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 -6 7 -7 -8 10 -4
right_child=1 -3 3 4 5 6 8 -9 -10 -11 -12
leaf_value=-0.0056724355265849536 0.016916446320066766 -0.0059237551942289786 0.0077100430874507972 0.017475151926810838 -0.0013184912604102738 0.0057934462274306332 0.0074041629412106716 -0.004100960605571146 0.021110366598954339 -0.0067923161645990493 0.00018957588106227632
leaf_weight=60 55 53 62 55 91 1682 52 57 56 60 65
leaf_count=60 55 53 62 55 91 1682 52 57 56 60 65
internal_value=0 0.00551661 0.00578871 0.00550714 0.00598142 0.0056543 0.00599882 0.0054681 0.0145277 0.000442814 0.00387513
internal_weight=0 2288 2235 2180 1993 1938 1847 1739 108 187 127
internal_count=2348 2288 2235 2180 1993 1938 1847 1739 108 187 127
is_linear=0
shrinkage=0.16829


Tree=5373
num_leaves=19
num_cat=0
split_feature=1 2 2 39 3 11 11 3 2 1 1 2 4 42 3 3 4 4
split_gain=12.289 1.73281 2.00747 1.1732 0.793405 0.499061 0.729244 0.51997 0.440827 0.416705 0.400411 0.325762 0.336959 0.30137 0.247597 0.223797 0.220884 0.207254
threshold=0.10752500000000002 0.10859000000000001 -1.0000000180025095e-35 0.081875000000000017 0.10632000000000001 0.075910000000000019 0.085630000000000026 -0.13088999999999998 0.089775000000000008 0.083555000000000018 0.09518500000000002 0.16394500000000004 0.024315000000000003 0.088865000000000013 -0.082539999999999988 -0.080464999999999995 0.50609000000000004 -0.079614999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 -7 -1 13 15 -5 12 -3 14 -9 -10 -14 -15
right_child=1 11 -4 10 -6 6 -8 8 9 -11 -12 -13 16 17 -16 -17 -18 -19
leaf_value=0.00092295318996770846 0.00051115421340792327 0.00070469822949395229 0.0012018242528698572 0.0011000763310532427 0.00085468489419976293 0.0016997256263823627 0.0012168817127247093 0.0012892842913460889 0.0012980195320162907 0.00090339657403677004 0.00070253382591074884 0.00021376676073629376 0.00028724841204258379 0.0010251307144906556 0.0014153275152822 0.0011570619682146172 0.00055010483347181819 0.0012572213112927808
leaf_weight=52 89 65 95 57 53 69 69 474 218 52 55 52 72 59 279 304 69 165
leaf_count=52 89 65 95 57 53 69 69 474 218 52 55 52 72 59 279 304 69 165
internal_value=0 0.000623083 0.000867942 0.00123395 0.00125446 0.00126661 0.00145856 0.00125006 0.00126101 0.00118774 0.000905169 0.000448318 0.000507354 0.00130402 0.00133603 0.001216 0.00041613 0.00119625
internal_weight=0 442 184 1906 1794 1741 138 1603 1551 574 112 258 206 977 753 522 141 224
internal_count=2348 442 184 1906 1794 1741 138 1603 1551 574 112 258 206 977 753 522 141 224
is_linear=0
shrinkage=0.0032998


Tree=5374
num_leaves=19
num_cat=0
split_feature=39 52 4 11 13 481 16 15 15 4 1 2 49 13 457 13 159 13
split_gain=0.207296 0.223225 0.198071 0.227377 0.181882 0.170797 0.154176 0.318979 0.978141 0.184757 0.160872 0.394468 0.119968 0.146526 0.141839 0.0965217 0.0624941 0.0575363
threshold=0.087735000000000021 -0.085009999999999988 -0.42305999999999994 0.081005000000000008 -0.010739999999999998 -0.087424999999999989 0.0014300000000000001 -0.008094999999999998 0.079575000000000021 -0.0063999999999999986 0.13210500000000003 -1.0000000180025095e-35 -0.047309999999999998 -0.0013449999999999996 0.035070000000000011 -0.072559999999999986 -0.025079999999999995 -0.071244999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -4 10 9 -9 17 11 -7 13 -13 -14 -11 -10 -8
right_child=1 4 5 -5 -6 6 7 8 16 15 -12 12 14 -15 -16 -17 -18 -19
leaf_value=0.01764286223422561 0.0094213130628162476 0.001185080738205041 -0.0024400294102067924 0.0033005014127052076 -0.010985172821628289 0.02116565272085684 0.014239187111185386 -0.021893815673605762 0.0020218968059520889 -0.0036587041927574025 -0.0014242971337109158 0.0055648513559701327 0.0063149044012944574 -0.0046255063210953349 0.013428094840259121 0.0055385711902926557 0.010324204505048534 0.0072078043368882126
leaf_weight=80 53 94 78 52 55 52 66 53 52 54 71 119 1122 60 86 80 52 69
leaf_count=80 53 94 78 52 55 52 66 53 52 54 71 119 1122 60 86 80 52 69
internal_value=0 3.23895e-05 0.00568047 0.0120065 -0.00329524 0.00526497 0.00557633 0.00274145 -0.00327887 0.00626185 0.00637491 0.00676097 0.00621963 0.00213905 0.00682279 0.0018188 0.00619033 0.0106587
internal_weight=0 202 2146 132 149 2014 1936 426 157 269 1510 1439 1387 179 1208 134 104 135
internal_count=2348 202 2146 132 149 2014 1936 426 157 269 1510 1439 1387 179 1208 134 104 135
is_linear=0
shrinkage=0.16829


Tree=5375
num_leaves=16
num_cat=0
split_feature=0 160 11 41 13 1446 13 484 376 157 2 457 133 132 160
split_gain=0.497542 0.345243 0.270069 0.284469 0.397005 0.196055 0.345356 0.138892 0.207064 0.188652 0.237567 0.169935 0.15348 0.146882 0.116296
threshold=0.13134000000000004 -0.54638999999999993 1.0000000180025095e-35 0.078065000000000009 0.091035000000000019 0.083715000000000026 -0.083739999999999995 0.044540000000000003 0.083960000000000021 -0.079969999999999986 0.10912000000000001 -0.087124999999999994 0.085435000000000025 0.004745000000000001 -0.092984999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -7 8 11 12 14 -3 -9 -13 -11
right_child=-2 2 3 -5 -6 6 -8 9 -10 10 -12 13 -14 -15 -16
leaf_value=-0.0098067064037002782 0.018435415956236326 0.012971380776573234 0.026155280757465062 0.00088961658213279832 0.0057706251911815807 0.01917268694993278 0.0026243760801463053 -0.01236035806673127 -0.0050446781474967747 0.0018885518761092399 -0.006360935262147982 0.0030383668571994562 0.00023875942934619714 0.0083416379989051954 0.012729972019036074
leaf_weight=53 66 57 52 58 57 60 89 54 76 56 52 1397 55 166 57
leaf_count=53 66 57 52 58 57 60 89 54 76 56 52 1397 55 166 57
internal_value=0 0.00361142 0.0039233 0.0104443 0.0155119 0.00340853 0.00930018 0.002962 0.00353012 -0.000547941 0.00303393 0.0039335 -0.00598652 0.00360276 0.00737313
internal_weight=0 2339 2286 167 109 2119 149 1970 1696 274 165 1620 109 1563 113
internal_count=2405 2339 2286 167 109 2119 149 1970 1696 274 165 1620 109 1563 113
is_linear=0
shrinkage=0.16829


Tree=5376
num_leaves=26
num_cat=0
split_feature=52 3 48 14 2 475 50 133 3 157 16 4 2 157 16 4 4 484 2 16 48 13 52 13 2
split_gain=0.258511 0.244521 0.244133 0.220874 0.16989 0.25155 0.278506 0.220393 0.207223 0.20604 0.205279 0.183799 0.21819 0.226427 0.160783 0.149587 0.207021 0.133898 0.130805 0.105082 0.0993477 0.0993406 0.0921477 0.0792366 0.0336173
threshold=0.087375000000000008 -0.15680499999999997 0.093265000000000015 0.018475000000000002 0.08647500000000001 -0.080204999999999985 0.092095000000000024 0.087005000000000013 -0.081854999999999997 -0.087424999999999989 -0.0079449999999999989 0.053455000000000009 0.09796500000000001 -0.080544999999999992 -0.050529999999999999 -0.1075 -0.082024999999999987 -0.012719999999999997 0.095935000000000006 -0.039889999999999988 0.09858500000000002 -0.0042049999999999995 -0.48976999999999993 -0.081164999999999987 0.11444000000000001
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=1 22 15 4 5 -3 7 10 -9 -6 -7 12 13 -11 20 -2 -17 -18 19 23 -13 -14 -1 -19 -20
right_child=2 3 -4 -5 9 6 -8 8 -10 11 -12 14 21 -15 -16 16 17 18 24 -21 -22 -23 -24 -25 -26
leaf_value=0.0064630955465720336 0.0099054169151071621 -0.0041577227511759435 -0.010564430327333058 -0.0067959124930448275 -0.0066932572670896796 0.0077786421218710962 -0.00089020937810973958 0.0095304081588225738 -0.0047616330530016624 0.011769847980535245 0.01557214974169868 0.004601380989561304 0.0065853037975201444 0.00047227483560535207 -0.0065968874515860906 -0.0065243342306529036 -0.0051516393717440882 0.0003160801270489459 -0.0039116660568903243 0.011759974397004337 -0.0039217193317643007 0.01445813629611767 0.016012369394112207 0.0068115474117029628 0.0016234064902563411
leaf_weight=52 54 61 52 53 62 291 103 55 60 62 144 150 114 267 78 95 62 106 65 57 52 77 66 108 59
leaf_count=52 54 61 52 53 62 291 103 55 60 62 144 150 114 267 78 95 62 106 65 57 52 77 66 108 59
internal_value=0 0.00441443 0.000497449 0.00387693 0.00423699 0.00615874 0.0071252 0.00862954 0.00205807 0.00264311 0.0103627 0.00336893 0.00524081 0.00260676 -0.000100998 0.00144962 0.000619166 0.00210807 0.00325212 0.00532496 0.00239842 0.00976857 0.0118194 0.00360256 -0.00126355
internal_weight=0 1747 658 1629 1576 714 653 550 115 862 435 800 520 329 280 606 552 457 395 271 202 191 118 214 124
internal_count=2405 1747 658 1629 1576 714 653 550 115 862 435 800 520 329 280 606 552 457 395 271 202 191 118 214 124
is_linear=0
shrinkage=0.16829


Tree=5377
num_leaves=23
num_cat=0
split_feature=2 52 3 48 52 12 3 2 15 2 50 3 4 130 52 52 4 2 3 3 4 52
split_gain=0.209254 0.218967 0.368979 0.130429 0.348832 0.139197 0.147512 0.160409 0.24485 0.226963 0.229182 0.214088 0.168621 0.127453 0.102586 0.165595 0.13213 0.0885396 0.0800057 0.282447 0.0895577 0.00980448
threshold=-0.14847999999999997 0.11110500000000002 -0.086889999999999981 0.10184000000000001 -0.060549999999999993 0.093670000000000017 -0.14162499999999997 0.084045000000000022 -0.040504999999999992 -0.007134999999999999 0.092095000000000024 0.097710000000000005 -0.0087849999999999977 0.09364500000000002 0.19121000000000002 0.51307000000000014 -0.014854999999999998 0.11866500000000001 -0.08095999999999999 -0.11197999999999998 0.020345000000000005 0.12441000000000001
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 3 -3 5 -5 6 -2 9 11 -8 -11 -9 -10 17 21 16 -16 18 19 -7 -20 -4
right_child=1 2 14 4 -6 13 7 8 12 10 -12 -13 -14 -15 15 -17 -18 -19 20 -21 -22 -23
leaf_value=0.012955831692083928 0.011022979791564308 -0.013118640061139364 -0.0046682176436887305 0.0086726131917758496 -0.0073300203089677243 0.0054435426641296462 -0.001582745568122959 0.0043696117128650064 0.0017053261720006208 0.011184591867024972 -0.0006245537679771179 0.015342120167900713 -0.0071899298206601712 0.0076712296360817592 0.011200061593262704 -0.0032611805770607996 0.00096670597503728691 -0.006556897349941207 0.006497412465035061 -0.0099446513412772188 -0.0015453869678663033 -0.0014670949088471711
leaf_weight=56 92 61 53 62 102 68 71 295 480 247 57 61 69 68 79 73 66 54 100 67 64 60
leaf_count=56 92 61 53 62 102 68 71 295 480 247 57 61 69 68 79 73 66 54 100 67 64 60
internal_value=0 0.00253788 -0.00108912 0.00326531 -0.00126929 0.00368107 0.00450283 0.00403279 0.00281674 0.00696274 0.00896447 0.00625478 0.000584071 0.000998766 0.00112238 0.00325936 0.00655451 -0.000281492 0.00084585 -0.00218025 0.0033478 -0.00298441
internal_weight=0 2349 392 1957 164 1793 1372 1280 905 375 304 356 549 421 331 218 145 353 299 135 164 113
internal_count=2405 2349 392 1957 164 1793 1372 1280 905 375 304 356 549 421 331 218 145 353 299 135 164 113
is_linear=0
shrinkage=0.16829


Tree=5378
num_leaves=23
num_cat=0
split_feature=1 150 1 16 0 1 160 159 11 16 160 16 12 1456 1429 16 51 12 0 49 0 16
split_gain=6.73686 0.748959 0.591639 0.763722 0.573134 0.406236 0.362928 0.493459 0.247698 0.24039 0.220669 0.212469 0.300509 0.210619 0.209555 0.200605 0.198431 0.244162 0.162932 0.153227 0.147557 0.0955714
threshold=0.109225 0.10980500000000001 0.12719000000000003 0.057675000000000011 -0.079119999999999982 0.092415000000000011 -0.069549999999999987 -0.039019999999999992 1.0000000180025095e-35 -0.043889999999999992 0.051820000000000005 -0.41863499999999992 -0.042789999999999988 0.085945000000000008 0.057970000000000008 -0.085219999999999976 0.087425000000000017 0.077755000000000005 -0.080219999999999986 -0.0036199999999999995 -0.047049999999999995 -0.50690499999999983
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 4 3 15 5 8 7 -6 10 -7 13 -4 -13 18 16 21 17 -8 -1 -12 -19 -2
right_child=2 -3 11 -5 6 9 14 -9 -10 -11 19 12 -14 -15 -16 -17 -18 20 -20 -21 -22 -23
leaf_value=0.0010009023212572507 0.00050367974804817629 0.00066495574148035146 0.00025595062829709557 0.00095816135856423756 0.00096776608375435784 0.00099433412137473658 0.00072592543046438396 0.00051725156136776329 0.0012784550183040995 0.00072839654535429446 0.0010384966278344366 0.00029178322093142842 0.00061109908665684515 0.0012294991005297651 0.0011506415623842975 0.00035277914425507772 0.0011105662478938258 0.00097175293100344761 0.0011842336754445298 0.0012594751318274432 0.00079603112911098178 0.0007058629936472847
leaf_weight=792 53 79 75 61 52 84 73 55 54 69 62 56 77 54 52 52 58 283 59 85 67 53
leaf_count=792 53 79 75 61 52 84 73 55 54 69 62 56 77 54 52 52 58 283 59 85 67 53
internal_value=0 0.000981118 0.000523888 0.000643853 0.000994252 0.00103533 0.00091338 0.000736522 0.00105753 0.000874632 0.00104616 0.00039741 0.000476915 0.00102657 0.000948818 0.000522283 0.000926926 0.000901662 0.00101365 0.00116651 0.000938215 0.000605104
internal_weight=0 1978 427 219 1899 1259 640 107 1106 153 1052 208 133 905 533 158 481 423 851 147 350 106
internal_count=2405 1978 427 219 1899 1259 640 107 1106 153 1052 208 133 905 533 158 481 423 851 147 350 106
is_linear=0
shrinkage=0.0032998


Tree=5379
num_leaves=23
num_cat=0
split_feature=13 39 12 42 457 12 15 9 16 48 48 11 12 13 49 13 16 13 16 13 16 16
split_gain=9.53866 4.93327 1.53242 0.943416 0.865053 0.73443 0.661993 0.443051 0.347293 0.30019 0.297223 0.418599 0.298254 0.322039 0.262652 0.234674 0.220735 0.1785 0.176401 0.160652 0.102417 0.064355
threshold=-0.28558999999999996 0.081875000000000017 0.054520000000000006 0.097535000000000011 0.086800000000000016 0.10222500000000002 -0.24042999999999998 -1.0000000180025095e-35 -0.11180499999999999 0.086260000000000017 0.092065000000000022 1.0000000180025095e-35 0.090465000000000004 -0.096154999999999977 -1.0000000180025095e-35 0.084330000000000016 -0.0070899999999999991 -0.08231999999999999 0.014185000000000001 -0.053049999999999993 0.022165000000000004 -0.065999999999999989
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=8 2 4 7 6 10 -2 -3 -1 18 11 12 13 -4 -9 -13 -12 -14 -8 -7 21 -21
right_child=1 3 5 -5 -6 19 9 14 -10 -11 16 15 17 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0004501176163039259 0.0011889497698836832 0.0010464971355972211 0.0015107407194203089 0.00085892184133266305 0.0010535902067659621 0.0013817634476345358 0.0017754716471855613 0.0012545461957856876 0.00081112062292626377 0.0013900063291850998 0.0016886801263897345 0.0021055869933974247 0.001834758448642327 0.0017817384094063816 0.0015622841374044901 0.0017837932989389191 0.0014017576331472146 0.0016298361903852687 0.0015330238174091715 0.0015729911386015011 0.00146752678608433 0.0017335114530003066
leaf_weight=55 52 53 53 75 52 61 94 62 63 52 74 52 56 736 63 52 52 396 55 81 64 52
leaf_count=55 52 53 53 75 52 61 94 62 63 52 74 52 56 736 63 52 52 396 55 81 64 52
internal_value=0 0.00160575 0.00165984 0.00117073 0.00144342 0.001698 0.00152341 0.00130191 0.000643155 0.00160976 0.00172667 0.00174127 0.00172417 0.00176358 0.00140993 0.00194503 0.00157055 0.0016553 0.00168621 0.00153438 0.00158146 0.00163602
internal_weight=0 2287 2034 253 305 1729 253 178 118 201 1471 1345 1241 789 125 104 126 452 149 258 197 133
internal_count=2405 2287 2034 253 305 1729 253 178 118 201 1471 1345 1241 789 125 104 126 452 149 258 197 133
is_linear=0
shrinkage=0.0032998


Tree=5380
num_leaves=14
num_cat=0
split_feature=2 9 2 4 123 15 457 13 2 41 16 51 4
split_gain=9.93202 3.30045 2.08766 1.69438 1.21461 0.567025 0.480475 0.37743 0.307033 0.416708 0.278582 0.317163 0.245221
threshold=0.13538500000000001 -1.0000000180025095e-35 0.17576500000000003 0.36766000000000004 1.0000000180025095e-35 -0.41606999999999994 0.097575000000000009 -0.053824999999999991 0.097145000000000023 0.078065000000000009 -0.11777499999999998 -0.0032349999999999996 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 6 -5 8 -2 9 12 -10 -12 -3
right_child=2 3 -4 5 -6 -7 -8 -9 10 -11 11 -13 -14
leaf_value=0.00053795199260894106 0.00057989561328963336 0.0014101978558581166 -4.4173278642649487e-05 0.0011825374026245795 0.00097166263050633994 0.00074562311105320141 0.0010630311161895158 0.00094911278223383066 0.001510606277359103 0.0017042177256344358 0.0013863367472186424 0.0011830268866693636 0.001201708047083361
leaf_weight=58 72 1292 53 68 84 63 52 53 64 52 150 200 67
leaf_count=58 72 1292 53 68 84 63 52 53 64 52 150 200 67
internal_value=0 0.00131543 0.000504013 0.00133697 0.00136129 0.000972687 0.00137871 0.000736726 0.00138768 0.00141118 0.0013075 0.00127026 0.00139995
internal_weight=0 2150 178 2092 1961 131 1877 125 1825 1411 414 350 1359
internal_count=2328 2150 178 2092 1961 131 1877 125 1825 1411 414 350 1359
is_linear=0
shrinkage=0.0032998


Tree=5381
num_leaves=22
num_cat=0
split_feature=4 123 13 13 2 15 16 16 0 4 0 15 2 4 15 4 16 42 1456 4 16
split_gain=15.4532 5.19297 3.77855 1.61151 1.35593 0.73711 0.651345 1.28009 0.649577 0.937699 0.625422 1.66877 0.426525 0.347477 0.34172 0.317918 0.290298 0.22411 0.268248 0.180761 0.159975
threshold=0.30163500000000004 1.0000000180025095e-35 -0.28558999999999996 -0.08131999999999999 0.097145000000000023 -0.42443999999999993 -0.061784999999999993 0.25761500000000009 -0.079119999999999982 -0.17689999999999997 -0.10946999999999998 0.080840000000000009 0.096685000000000007 -0.081374999999999989 -0.016949999999999996 -0.039459999999999995 0.52822500000000006 0.088200000000000014 -0.0083149999999999977 0.06301000000000001 -0.088629999999999987
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 2 -1 -2 8 -5 19 14 10 -10 11 -4 -3 -11 -8 -15 -9 18 -12 -6 -19
right_child=3 12 4 5 6 -7 7 16 9 13 17 -13 -14 15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.00092839054092029756 0.00046722204194222199 0.0012358207299588255 0.0013981021166227996 0.0012473506479343396 0.0018802645618130965 0.00077442549068128285 0.0014507207524467412 0.0015755790311975479 0.0020862031361972553 0.0013771360654094822 0.0017144526703697094 0.0021267625843195675 0.00085324924734264727 0.0017518862970383124 0.001106757563979133 0.0015029000781289403 0.0018584119019787123 0.0019375090339565598 0.0019268233295579086 0.001640356298592072 0.0017303110624281913
leaf_weight=63 96 63 102 75 81 70 57 99 53 59 76 52 66 161 74 90 70 58 623 66 174
leaf_count=63 96 63 102 75 81 70 57 99 53 59 76 52 66 161 74 90 70 58 623 66 174
internal_value=0 0.00168233 0.0017246 0.000799522 0.00175105 0.00101928 0.00159151 0.00150256 0.00180028 0.00167835 0.00184104 0.00164437 0.00104036 0.0016085 0.00125669 0.00166275 0.00169294 0.00187354 0.00190378 0.00177279 0.00178226
internal_weight=0 2087 1958 241 1895 145 447 300 1448 363 1085 154 129 310 131 251 169 931 699 147 232
internal_count=2328 2087 1958 241 1895 145 447 300 1448 363 1085 154 129 310 131 251 169 931 699 147 232
is_linear=0
shrinkage=0.0032998


Tree=5382
num_leaves=23
num_cat=0
split_feature=4 12 13 3 12 3 43 3 4 13 12 11 4 4 4 48 16 12 16 3 13 43
split_gain=21.7052 7.10211 3.33816 1.12862 1.11711 1.09085 1.34567 1.05757 0.91973 0.622506 0.576421 0.963118 0.454653 0.285926 0.245646 0.279237 0.240965 0.162636 0.222351 0.119754 0.112323 0.0762239
threshold=0.30163500000000004 1.0000000180025095e-35 -0.0016149999999999999 -0.0042999999999999991 0.13032500000000005 0.021805000000000001 -0.073404999999999984 0.13524500000000003 -0.030434999999999993 -0.0074049999999999993 0.093270000000000006 1.0000000180025095e-35 0.036620000000000007 0.07252500000000002 -0.0083249999999999973 0.083570000000000019 -0.082909999999999984 0.10055500000000002 0.21684500000000004 -0.074694999999999998 -0.082159999999999997 -0.073404999999999984
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 2 5 -4 10 6 -1 9 -5 -2 11 13 16 14 15 -3 -12 18 -18 -19 -16 -14
right_child=7 4 3 8 -6 -7 -8 -9 -10 -11 12 -13 21 -15 20 -17 17 19 -20 -21 -22 -23
leaf_value=0.0010685500303688382 0.000754669197340508 0.0019931368819661646 0.0013600785142746049 0.0021337914921740644 0.0014793228634489438 0.00078689037814353737 0.0017446112228437828 0.00042434627068034948 0.0016492101375646646 0.0011421535154887692 0.0021139308898571649 0.0023854657410423258 0.0017848338364477763 0.001760402049409293 0.0021673574283165944 0.0017411222817698695 0.0019074609709568734 0.002117902339764144 0.0016610430488868534 0.0019043655053484927 0.0020053210388821553 0.0015998811507125395
leaf_weight=85 97 687 61 84 52 59 52 58 89 86 70 73 55 58 133 54 140 52 60 81 86 56
leaf_count=85 97 687 61 84 52 59 52 58 89 86 70 73 55 58 133 54 140 52 60 81 86 56
internal_value=0 0.00185991 0.0014817 0.00174809 0.00195804 0.00116349 0.00132541 0.000813737 0.0018847 0.000936958 0.00197353 0.0020169 0.0018814 0.00199044 0.0020043 0.00197482 0.00193352 0.00189549 0.00183371 0.00198812 0.00210389 0.00169184
internal_weight=0 2087 430 234 1657 196 137 241 173 183 1605 1091 514 1018 960 741 403 333 200 133 219 111
internal_count=2328 2087 430 234 1657 196 137 241 173 183 1605 1091 514 1018 960 741 403 333 200 133 219 111
is_linear=0
shrinkage=0.0032998


Tree=5383
num_leaves=20
num_cat=0
split_feature=3 12 13 402 3 42 42 40 13 3 484 12 4 13 4 133 13 4 43
split_gain=0.421893 0.205077 0.388471 0.214669 0.27669 0.270881 0.162932 0.251959 0.16534 0.31215 0.135998 0.133173 0.129127 0.104195 0.102335 0.0965527 0.0782643 0.0585032 0.0158597
threshold=0.25468500000000005 -0.086449999999999985 -0.014825 0.080670000000000006 -0.083039999999999989 -1.0000000180025095e-35 0.091545000000000015 -0.0057599999999999986 0.058475000000000006 -0.10175499999999998 0.041220000000000007 0.092465000000000006 -0.10429499999999998 -0.078389999999999974 -0.076184999999999989 0.099660000000000012 -0.076114999999999988 -0.050564999999999992 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 -3 9 -9 -11 13 -10 -8 -13 16 -16 -6 -14
right_child=-2 3 -4 4 17 -7 11 8 12 10 -12 14 18 -15 15 -17 -18 -19 -20
leaf_value=0.0093509206631757266 -0.0027935962554562531 0.019845467132106564 -0.0083744110054184071 0.0052174976081211799 0.013883364777132045 -0.0096619485866919746 0.0061307191948818474 0.020741178637400166 -0.00015316233431627465 0.010577753204261298 0.0055875752658923949 0.014143042211869484 0.0064888971700756458 -0.0039486549980960895 0.0041958864581067056 0.0019786389640098299 0.012348677402234734 0.0062307438664945883 0.010513346801960718
leaf_weight=86 102 73 59 86 61 58 64 78 78 874 190 66 56 53 55 83 88 55 63
leaf_count=86 102 73 59 86 61 58 64 78 78 874 190 66 56 53 55 83 88 55 63
internal_value=0 0.00826193 0.00212615 0.00868859 0.00415263 -0.000763137 0.00933525 0.0101941 0.00966659 0.0104448 0.00968834 0.00636578 0.00514605 0.00154949 0.00828944 0.00657202 0.00922555 0.0102705 0.00863459
internal_weight=0 2226 145 2081 260 144 1821 1412 1339 1142 1064 409 197 117 292 226 143 116 119
internal_count=2328 2226 145 2081 260 144 1821 1412 1339 1142 1064 409 197 117 292 226 143 116 119
is_linear=0
shrinkage=0.16829


Tree=5384
num_leaves=28
num_cat=0
split_feature=12 4 2 2 4 12 41 0 4 12 0 0 52 0 2 0 2 48 2 157 4 159 0 4 4 0 12
split_gain=8.83884 2.73131 1.67897 1.31638 1.23659 1.1964 0.864788 0.549472 0.438279 0.340399 0.899077 0.754296 0.305854 0.245576 0.36182 0.404793 0.236174 0.17278 0.182204 0.130159 0.25377 0.0691139 0.155776 0.0689878 0.0592497 0.0273646 0.012137
threshold=0.077755000000000005 0.36766000000000004 0.12827000000000002 -0.007134999999999999 -0.053824999999999991 0.093270000000000006 1.0000000180025095e-35 -0.067659999999999984 -0.060264999999999992 -0.016554999999999997 -0.12118 -0.15135999999999997 0.092175000000000021 -0.077584999999999987 0.10097500000000002 -0.07304999999999999 0.081460000000000019 0.083570000000000019 0.090715000000000004 -1.0000000180025095e-35 0.053255000000000004 -0.023859999999999996 -0.085669999999999982 -0.081214999999999996 -0.033449999999999987 -0.072864999999999985 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 -5 6 12 -4 13 10 -6 -11 16 -7 15 -15 23 18 -18 -10 24 -14 -23 -2 -21 -22 -25
right_child=1 -3 7 4 9 8 -8 -9 19 11 -12 -13 21 14 -16 -17 17 -19 -20 20 25 22 -24 26 -26 -27 -28
leaf_value=0.00076415727853676766 0.0017722751462183495 0.00077719717323925484 0.00090466636279854678 0.0015056799362299961 0.00094232816323664456 0.0016571470410402392 0.0019772538910914003 0.00049950632164882773 0.0011331387549595403 0.0011486911426520563 0.0015272698632159646 0.00066836307332463667 0.001514085175977021 0.0014959014747708114 0.0015942494958365268 0.0010968211211441431 0.0015306431425721615 0.0014059370532499887 0.001696477440178196 0.0013097011084098325 0.0011321895785294928 0.0015058549108462056 0.0012822163550235666 0.001661596749071553 0.0014546326167849115 0.0012522495934894095 0.0015765780118800802
leaf_weight=98 58 60 73 102 62 63 52 74 52 100 54 56 75 56 75 57 420 99 93 54 53 65 80 83 103 53 58
leaf_count=98 58 60 73 102 62 63 52 74 52 100 54 56 75 56 75 57 420 99 93 54 53 65 80 83 103 53 58
internal_value=0 0.00146999 0.00100955 0.00110559 0.00119496 0.00149518 0.00155967 0.000700948 0.00137171 0.00107831 0.00121493 0.000976492 0.00153858 0.00147555 0.00141451 0.00129491 0.00156862 0.00153579 0.00156078 0.00128886 0.00131951 0.00142766 0.00138271 0.00166943 0.00140501 0.00119255 0.00162687
internal_weight=0 1709 619 472 374 1649 1083 147 566 272 116 156 1031 251 188 113 811 612 513 315 263 220 145 199 157 106 141
internal_count=2328 1709 619 472 374 1649 1083 147 566 272 116 156 1031 251 188 113 811 612 513 315 263 220 145 199 157 106 141
is_linear=0
shrinkage=0.0032998


Tree=5385
num_leaves=25
num_cat=0
split_feature=4 2 12 150 2 2 4 12 52 4 2 4 2 16 42 42 42 133 4 2 475 42 2 12
split_gain=17.8484 8.0586 3.88923 2.11285 1.2542 1.48589 1.08451 0.981423 0.768937 0.822386 0.588601 0.570859 0.442714 0.366491 0.316981 0.313078 0.411689 0.252752 0.238768 0.232885 0.225733 0.211387 0.204646 0.0663666
threshold=0.30163500000000004 0.13459500000000005 1.0000000180025095e-35 0.083435000000000023 0.10859000000000001 0.079570000000000016 0.046720000000000005 -0.040564999999999997 0.048565000000000004 -0.053824999999999991 0.11756000000000001 -0.082184999999999994 0.090425000000000019 -0.11777499999999998 0.089905000000000013 0.088345000000000021 0.080840000000000009 -0.076779999999999987 -0.0037299999999999994 0.090485000000000024 -0.085719999999999977 1.0000000180025095e-35 0.084735000000000019 0.090255000000000016
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 2 3 4 5 -1 11 14 9 -7 -9 15 20 23 -2 16 22 -14 -19 -5 -13 -22 -4 -8
right_child=7 -3 6 19 -6 8 13 10 -10 -11 -12 12 17 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25
leaf_value=0.0012328442700428692 0.0003389874236165854 0.00071525267284833791 0.0020431569202579614 0.0011852433678040039 0.0011362660775902404 0.0019869262918636959 0.0017850770309475778 0.0011236541167070342 0.0021917067562800632 0.0014044667126491919 0.00070508847371632949 0.0020179533015539084 0.0014802041211063178 0.0014308246540032878 0.00070025325164617576 0.0021477121217629053 0.0016181724154456906 0.0016833587071271837 0.0019364854912621451 0.00087283993526234406 0.0019385302107392348 0.0017834352478305849 0.0018677373551244389 0.0016139507839775407
leaf_weight=56 52 89 130 55 55 54 63 84 52 53 66 71 55 100 55 65 52 232 52 52 128 479 188 53
leaf_count=56 52 89 130 55 55 54 63 84 52 53 66 71 55 100 55 65 52 232 52 52 128 479 188 53
internal_value=0 0.00168794 0.00173026 0.00142711 0.00158287 0.00169695 0.00179875 0.000767197 0.00186019 0.00169875 0.00093972 0.00183136 0.0017881 0.00157941 0.000525014 0.00193241 0.00189449 0.00168943 0.00172983 0.00103375 0.00183738 0.0018162 0.00193956 0.00170719
internal_weight=0 2134 2045 377 270 215 1668 257 159 107 150 1452 1017 216 107 435 370 339 284 107 678 607 318 116
internal_count=2391 2134 2045 377 270 215 1668 257 159 107 150 1452 1017 216 107 435 370 339 284 107 678 607 318 116
is_linear=0
shrinkage=0.0032998


Tree=5386
num_leaves=16
num_cat=0
split_feature=3 13 3 4 123 40 39 151 151 11 13 159 159 16 12
split_gain=0.406985 0.598351 0.364484 0.23123 0.23017 0.223741 0.207267 0.225551 0.343046 0.288935 0.307784 0.274238 0.166581 0.162445 0.0852005
threshold=0.10323000000000002 -0.11122999999999998 0.12031000000000001 0.018150000000000003 0.089155000000000012 -0.08440499999999998 0.085095000000000018 -0.085764999999999994 -0.10938499999999998 0.079915000000000014 0.085880000000000012 -0.073364999999999986 -0.021179999999999997 -0.014034999999999997 0.086700000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 7 8 -7 11 -11 14 -13 -8 -9
right_child=1 2 -4 -5 -6 6 13 9 -10 10 -12 12 -14 -15 -16
leaf_value=-0.00061345427319627911 0.0023708279609702104 0.0024460557795786242 -0.017084864639326274 0.01743894136360841 6.6898389727351081e-05 0.0099218852423657005 0.010647682456010304 0.019966215538289082 -0.0059360876394611694 0.025952799998808063 0.0095089107491187954 -0.00028744966068393844 0.0087462146238469762 0.023686103665548033 0.012608390501753953
leaf_weight=61 58 53 55 58 78 91 58 64 67 63 67 60 1348 52 158
leaf_count=61 58 53 55 58 78 91 58 64 67 63 67 60 1348 52 158
internal_value=0 0.00152115 -0.00748361 0.00992037 0.00906596 0.00940111 0.00970322 0.00929369 0.00318593 0.00984098 0.0174917 0.0092297 0.00835998 0.0168276 0.0147377
internal_weight=0 224 108 116 2167 2089 2028 1918 158 1760 130 1630 1408 110 222
internal_count=2391 224 108 116 2167 2089 2028 1918 158 1760 130 1630 1408 110 222
is_linear=0
shrinkage=0.16829


Tree=5387
num_leaves=26
num_cat=0
split_feature=1 52 14 0 2 52 1 0 4 4 3 52 13 2 4 4 13 3 2 133 0 51 0 0 3
split_gain=15.6162 3.4228 1.86783 2.14592 1.73143 1.59505 0.852719 0.84926 0.848184 0.710436 1.35602 0.602108 0.561105 0.84753 0.56055 0.281597 0.245261 0.212335 0.257552 0.205324 0.242508 0.181326 0.144912 0.121755 0.0510976
threshold=0.10335000000000001 -0.41304999999999997 0.062655000000000016 -0.10566999999999999 0.11715500000000001 -0.050359999999999995 0.085425000000000015 -0.077639999999999987 0.022635000000000006 -0.47860499999999995 -0.107915 0.088555000000000009 -0.16152999999999998 0.14461000000000004 0.41181500000000004 -0.0062699999999999987 -0.080844999999999986 -0.081444999999999976 0.094305000000000014 0.085075000000000026 -0.085784999999999986 -0.019069999999999997 -0.12608499999999997 -0.07385499999999999 -0.087414999999999979
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=2 -2 3 6 5 23 22 8 11 -9 -11 15 -6 -14 -7 21 -17 24 -19 20 -13 -5 -1 -3 -12
right_child=1 4 -4 7 12 14 -8 9 -10 10 17 19 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0013688036667975489 0.0014757317015552868 0.000638755432376013 0.0019101090798589247 0.0013979946754829611 0.00068030189993058049 0.0011976145651466238 0.0008008802967054778 0.001569666540595913 0.0011624697080746616 0.00075377948420222757 0.0013524362262545924 0.0014425869511758942 0.00051318391220142817 -2.3455949748403903e-05 0.0008094550784437561 0.001563232915857013 0.0018639162420696633 0.0011066285985422628 0.0013336376784001637 0.0014872738661296531 0.0011828573148509409 0.0015476051801344595 0.0011168989193135503 0.00041693896740989037 0.0014987412416494989
leaf_weight=53 64 53 74 117 65 97 87 93 91 53 56 69 83 52 71 72 54 81 183 94 98 453 52 58 68
leaf_count=53 64 53 74 117 65 97 87 93 91 53 56 69 83 52 71 72 54 81 183 94 98 453 52 58 68
internal_value=0 0.000758552 0.00139524 0.00137374 0.000662655 0.00083076 0.00104361 0.00141379 0.00146863 0.00130608 0.00125042 0.00149771 0.000427971 0.000306217 0.00103378 0.00154877 0.00169238 0.00131817 0.00126412 0.00136143 0.00129038 0.00151696 0.00124439 0.000523169 0.00143295
internal_weight=0 543 1848 1774 479 279 192 1582 1048 534 441 957 200 135 168 696 126 388 264 261 167 570 105 111 124
internal_count=2391 543 1848 1774 479 279 192 1582 1048 534 441 957 200 135 168 696 126 388 264 261 167 570 105 111 124
is_linear=0
shrinkage=0.0032998


Tree=5388
num_leaves=18
num_cat=0
split_feature=4 2 123 2 0 2 14 13 0 2 1429 2 0 0 2 0 13
split_gain=17.2265 5.93055 3.99124 1.34316 1.48901 1.0798 1.04946 0.70003 0.662627 0.656373 0.546545 0.429166 0.469886 0.287624 0.277221 0.373206 0.274868
threshold=0.30163500000000004 0.13459500000000005 1.0000000180025095e-35 0.10188000000000001 -0.13010499999999997 0.11517500000000001 0.062655000000000016 -1.0000000180025095e-35 0.10798500000000001 0.088055000000000008 0.084690000000000015 0.087610000000000007 -0.07304999999999999 -0.10147999999999999 0.10672500000000001 -0.071844999999999978 0.014185000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 10 -2 14 -4 11 12 -1 -7 -6 -16 -13
right_child=5 -3 9 4 8 13 -8 -9 -10 -11 -12 16 -14 -15 15 -17 -18
leaf_value=0.0016049558961658064 0.0004838886081952308 0.00058316580838952792 0.00058019365314589762 0.0008026348674768475 0.0011146258858531761 0.00047969107049837577 0.0019300473582189845 0.0010031627905100541 0.0017175113058477116 0.0010831896519647162 0.0012740868499028306 0.0014196714637437231 0.0013811310175206024 0.00018205225771663141 0.0011467492941911106 0.0014845831660976797 0.0016193867665768853
leaf_weight=758 55 89 52 55 57 67 69 59 57 63 100 445 121 76 52 122 94
leaf_count=758 55 89 52 55 57 67 69 59 57 63 100 445 121 76 52 122 94
internal_value=0 0.00141768 0.00145398 0.00148959 0.00130166 0.000513157 0.00153019 0.000752945 0.00139683 0.000856054 0.00151199 0.00152874 0.00157419 0.000321752 0.00131755 0.00138382 0.00145457
internal_weight=0 2134 2045 1930 343 257 1587 114 288 115 1518 1418 879 143 231 174 539
internal_count=2391 2134 2045 1930 343 257 1587 114 288 115 1518 1418 879 143 231 174 539
is_linear=0
shrinkage=0.0032998


Tree=5389
num_leaves=13
num_cat=0
split_feature=48 15 3 11 3 10 4 484 15 3 15 47
split_gain=0.398492 0.359135 0.443955 0.328957 0.239811 0.2019 0.310405 0.212359 0.404771 0.445957 0.236349 0.124351
threshold=0.093265000000000015 -0.061559999999999997 -0.026769999999999999 1.0000000180025095e-35 -0.18766499999999997 -1.0000000180025095e-35 -0.26545999999999997 0.099320000000000006 -0.4666249999999999 0.10812000000000001 -0.089734999999999995 0.099745000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 -5 -1 -7 8 -8 10 -10 -2
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 -12 -13
leaf_value=0.00099952390966300399 0.016391376620725973 -0.0096263584116359699 -0.0029476722396143797 0.0096922628538449358 0.022931862576445215 0.019505467670228475 0.023688937586663215 0.0011751277767598205 0.0050719110005015772 -0.0029941077439214567 0.010487634571637443 0.0058211438668853638
leaf_weight=86 78 53 96 71 87 82 54 96 280 85 1269 54
leaf_count=86 78 53 96 71 87 82 54 96 280 85 1269 54
internal_value=0 0.0028395 0.00574514 0.0095952 0.0169938 0.00899542 0.00936297 0.00889577 0.00933379 0.00885829 0.00950984 0.0120808
internal_weight=0 281 228 2110 158 1952 1866 1784 1688 1634 1549 132
internal_count=2391 281 228 2110 158 1952 1866 1784 1688 1634 1549 132
is_linear=0
shrinkage=0.16829


Tree=5390
num_leaves=24
num_cat=0
split_feature=12 3 2 2 2 123 12 3 49 15 15 15 2 50 49 16 131 1212 12 50 50 15 42
split_gain=23.9754 6.20838 6.0155 3.52789 4.59477 0.980773 0.706022 0.854534 0.61427 0.439518 0.428026 0.375065 0.540516 0.326985 0.17548 0.153711 0.1487 0.235989 0.0871498 0.0841583 0.193834 0.0942728 0.0764605
threshold=0.077755000000000005 0.30835000000000007 0.13712500000000002 -1.0000000180025095e-35 0.10859000000000001 0.085740000000000011 0.095330000000000012 -0.154195 -0.016709999999999999 -0.12431499999999999 -0.015069999999999998 -0.039984999999999993 0.086915000000000006 0.083090000000000011 -0.076494999999999994 -0.066924999999999985 0.10954500000000002 1.0000000180025095e-35 0.10134500000000002 0.11392500000000001 0.10672000000000002 0.084785000000000013 -0.068494999999999986
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=1 3 6 -1 8 9 7 -2 -5 -6 -10 12 -8 14 -9 -13 17 -16 -17 20 21 -15 -14
right_child=2 -3 -4 4 5 -7 11 13 10 -11 -12 15 22 19 16 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0005343521505347718 0.0022055504177310929 0.00021491437530833099 0.00069488586568719165 0.0013479750345409302 0.0012683280137065398 0.00053775598741990702 0.001353540334239262 0.0016027174199743732 0.0018520538989405374 0.00087555264330218846 0.0015001056956152742 0.001884342810538404 0.0018119176800771325 0.0020760855614646999 0.0018254344568710136 0.0016353003520674537 0.0019841425011491564 0.0016848132217630279 0.001807048887930195 0.002041368787674911 0.0017243943498267964 0.0018882788085615929 0.0016444853813401934
leaf_weight=85 69 91 55 89 56 61 71 52 86 72 70 102 55 54 630 82 52 174 65 64 56 85 89
leaf_count=85 69 91 55 89 56 61 71 52 86 72 70 102 55 54 630 82 52 174 65 64 56 85 89
internal_value=0 0.0010104 0.00176999 0.00114982 0.00127027 0.000883279 0.00180475 0.00184627 0.00156867 0.00104767 0.00169435 0.00169407 0.00159157 0.001825 0.00179494 0.00178243 0.00180657 0.00179505 0.00171148 0.00193024 0.00189358 0.00196149 0.00170868
internal_weight=0 610 1755 519 434 189 1700 1236 245 128 156 464 215 1167 908 249 856 804 147 259 195 139 144
internal_count=2365 610 1755 519 434 189 1700 1236 245 128 156 464 215 1167 908 249 856 804 147 259 195 139 144
is_linear=0
shrinkage=0.0032998


Tree=5391
num_leaves=16
num_cat=0
split_feature=15 2 2 2 3 2 2 13 16 16 15 3 2 15 3
split_gain=9.83561 5.31354 2.03906 1.91184 1.28556 0.726801 0.489934 0.488442 0.377376 0.417123 0.304202 0.244628 0.280405 0.210828 0.176503
threshold=-0.25061999999999995 0.11043500000000002 0.14578500000000003 -0.007134999999999999 0.11745500000000002 0.10244500000000002 0.13673000000000005 0.25694000000000006 0.26391000000000003 -0.067914999999999989 -0.15614499999999998 -0.14818499999999998 0.093565000000000023 -0.06784999999999998 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 8 -1 -7 10 9 -3 -5 -12 14 -14 -13
right_child=1 2 -4 7 -6 6 -8 -9 -10 -11 11 12 13 -15 -16
leaf_value=0.00025592018091943403 0.00089500860803779772 0.0012772753642220928 0.00047872529186242062 0.0016971626593461819 0.00069470235694084911 0.00092017389512284687 0.0004907576788855542 0.0011196220874475366 0.0013968332380300424 0.00088255821815019168 0.0015979948906867454 0.0014610790727999264 0.0012414539713832659 0.0014141800079714663 0.0012696930734052069
leaf_weight=63 74 69 73 53 65 56 61 52 86 52 103 1171 138 191 58
leaf_count=63 74 69 73 53 65 56 61 52 86 52 103 1171 138 191 58
internal_value=0 0.00134539 0.000969264 0.00141589 0.00110079 0.000542552 0.000696591 0.0014377 0.00122813 0.00110794 0.00144732 0.00143933 0.00142882 0.00134184 0.00145208
internal_weight=0 2185 345 1840 272 180 117 1766 207 121 1714 1661 1558 329 1229
internal_count=2365 2185 345 1840 272 180 117 1766 207 121 1714 1661 1558 329 1229
is_linear=0
shrinkage=0.0032998


Tree=5392
num_leaves=17
num_cat=0
split_feature=9 10 156 2 403 133 15 16 15 15 11 483 483 4 3 42
split_gain=0.66611 0.515136 0.210875 0.18113 0.241193 0.49305 0.238404 0.393958 0.297165 0.238532 0.192385 0.158497 0.16702 0.145172 0.101158 0.0839253
threshold=-1.0000000180025095e-35 -0.094984999999999986 -0.031569999999999994 0.10836000000000003 -0.121015 0.12330000000000001 -0.032704999999999991 0.00088000000000000003 -0.070929999999999979 -0.41880499999999993 0.085630000000000026 0.095085000000000017 0.086010000000000017 0.082475000000000007 -0.082844999999999988 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 15 4 5 -4 8 -8 9 -5 11 12 -6 -11 -7 -3
right_child=1 2 3 6 10 14 7 -9 -10 13 -12 -13 -14 -15 -16 -17
leaf_value=-0.0072550803096541484 -0.0065913962781156627 0.0222701873560004 -0.0071953316447840119 0.013742051089483788 0.01160010395100401 0.0149919548805557 0.0099749389195556409 -0.0076925172706245465 0.019010231385790412 0.0067574365171275651 0.0011204315849035673 0.0046266358507631678 0.020259270427604659 -0.0040435657092782453 0.0062661978024813169 0.012583686533494787
leaf_weight=68 54 52 64 80 1278 72 70 73 69 85 52 88 67 60 81 52
leaf_count=68 54 52 64 80 1278 72 70 73 69 85 52 88 67 60 81 52
internal_value=0 0.00963116 0.0100225 0.00966082 0.0104473 0.00519116 0.00659343 0.000943324 0.00933549 0.00636059 0.0112142 0.0115792 0.0120328 0.00227567 0.0103842 0.0174442
internal_weight=0 2297 2243 2139 1702 217 437 143 294 225 1485 1433 1345 145 153 104
internal_count=2365 2297 2243 2139 1702 217 437 143 294 225 1485 1433 1345 145 153 104
is_linear=0
shrinkage=0.16829


Tree=5393
num_leaves=18
num_cat=0
split_feature=15 3 40 15 150 12 3 15 47 159 15 3 160 15 52 52 15
split_gain=19.5457 11.715 5.75344 1.74089 1.52958 1.53022 0.930487 2.4145 0.520367 0.486134 0.485065 0.468537 0.430293 0.41075 0.176567 0.357156 0.239641
threshold=-0.25061999999999995 0.11372500000000001 -0.076644999999999977 -0.42759999999999992 0.10980500000000001 0.095330000000000012 -0.10175499999999998 0.03981500000000001 0.10904500000000002 0.107145 -0.085499999999999979 -0.064294999999999977 -0.52850499999999989 -0.052259999999999994 -0.029219999999999999 -0.52313499999999991 -0.071974999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 9 5 6 7 -4 12 -1 -2 14 -8 -3 15 -7 -16
right_child=1 13 4 -5 -6 11 8 -9 -10 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=0.0013757007194398693 0.0016568116613549636 0.0013352190488386795 0.001745261376093492 0.0004951433013517352 0.0017356104126343634 0.0022423293374263303 0.0020423112128515513 0.0025908091985478846 0.0019964827345176159 0.00095487628483000811 0.0012235785070056275 0.0018123213141139182 0.002348889052698277 0.00095935216905434345 0.0019697940609861471 0.0018939858326237555 0.0022316290093249759
leaf_weight=73 64 66 102 55 69 52 54 58 53 52 52 68 1161 63 52 92 179
leaf_count=73 64 66 102 55 69 52 54 58 53 52 52 68 1161 63 52 92 179
internal_value=0 0.00211711 0.00217766 0.000985461 0.00222038 0.00223823 0.00229102 0.00205199 0.00232116 0.00120092 0.00146291 0.00206799 0.00233529 0.00115193 0.00211425 0.00202002 0.00217284
internal_weight=0 2185 2056 180 1940 1871 1428 160 1268 125 116 443 1215 129 375 144 231
internal_count=2365 2185 2056 180 1940 1871 1428 160 1268 125 116 443 1215 129 375 144 231
is_linear=0
shrinkage=0.0032998


Tree=5394
num_leaves=10
num_cat=0
split_feature=2 3 10 151 39 39 1446 1420 0
split_gain=0.531725 0.530212 0.405586 0.258792 0.214163 0.320202 0.198151 0.162756 0.16747
threshold=-0.007134999999999999 -0.015069999999999998 -1.0000000180025095e-35 0.086470000000000005 0.098220000000000016 1.0000000180025095e-35 0.10324000000000001 -0.078304999999999986 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -4 -9
right_child=2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=0.008374624206213847 -0.0040112911721306909 -0.013917785171744489 0.01913281658934457 0.00030042226570878809 0.0016515208250857606 0.021592154002557099 0.020448860507306443 0.014874233023845775 0.009296055053768508
leaf_weight=67 59 55 55 74 76 75 54 169 1681
leaf_count=67 59 55 55 74 76 75 54 169 1681
internal_value=0 -0.00166051 0.00973537 0.0101076 0.0104506 0.0107785 0.0103636 0.0100768 0.0098066
internal_weight=0 122 2243 2184 2110 2034 1959 1905 1850
internal_count=2365 122 2243 2184 2110 2034 1959 1905 1850
is_linear=0
shrinkage=0.16829


Tree=5395
num_leaves=21
num_cat=0
split_feature=1 1 2 2 3 39 4 2 14 0 3 51 15 16 3 52 52 52 2 133
split_gain=31.0857 4.91333 2.6341 1.88647 1.18462 1.09596 0.977025 1.10774 0.960334 0.645912 0.532749 0.500222 0.311879 0.282057 0.496759 0.275001 0.229168 0.356332 0.198281 0.143756
threshold=0.10538500000000002 0.12450500000000002 0.097145000000000023 0.10746500000000002 -0.046989999999999997 0.081875000000000017 0.50373500000000015 0.13880500000000004 0.054835000000000009 -0.13010499999999997 0.081640000000000004 0.084400000000000017 -0.074959999999999985 0.081265000000000018 -0.11255999999999998 0.11110500000000002 -0.53082999999999991 0.044705000000000002 0.10836000000000003 0.078935000000000019
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 3 5 4 -2 8 7 -3 10 -4 13 16 -5 14 -1 -16 -11 19 -19 -18
right_child=1 6 9 12 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 15 -17 17 18 -20 -21
leaf_value=0.0020661433347693887 0.002174770011473824 0.0014848984728030698 0.0017357986751936497 0.0012630819868258334 0.0015347492690623459 0.0018831987505632905 0.00073054593744575718 0.00084243359913669746 0.0027780596714247147 0.0023501075192830698 0.0020733139770342719 0.0018053396517286316 0.0015771277756108117 0.0025479702638428309 0.0023923757591682157 0.0022437811706911785 0.0018888915570449008 0.0023908432967843208 0.0021246866001468703 0.0021096980930276395
leaf_weight=64 82 62 59 91 52 53 96 56 61 59 73 52 58 92 937 169 71 58 75 69
leaf_count=64 82 62 59 91 52 53 96 56 61 59 73 52 58 92 937 169 71 58 75 69
internal_value=0 0.00135641 0.00228395 0.0016419 0.00192667 0.0023522 0.000978705 0.0011803 0.00236998 0.00206063 0.00235131 0.00211045 0.00138556 0.00236736 0.00235313 0.0023697 0.00215813 0.00211651 0.00224102 0.00199797
internal_weight=0 497 1892 283 134 1449 214 118 1396 443 1335 384 149 1262 1170 1106 332 273 133 140
internal_count=2389 497 1892 283 134 1449 214 118 1396 443 1335 384 149 1262 1170 1106 332 273 133 140
is_linear=0
shrinkage=0.0032998


Tree=5396
num_leaves=22
num_cat=0
split_feature=1 1 1 150 4 12 4 12 15 12 12 4 15 15 43 160 0 0 402 4 133
split_gain=18.4689 2.5835 1.31737 1.07727 0.756218 0.708188 0.685466 0.647832 0.497029 0.869012 0.448703 0.487632 0.440143 0.261782 0.271622 0.24545 0.239361 0.158144 0.157224 0.154605 0.148658
threshold=0.10752500000000002 0.12450500000000002 0.10124500000000002 0.084680000000000019 0.41181500000000004 0.11769500000000001 0.50373500000000015 0.085845000000000019 -0.13662499999999997 0.077755000000000005 0.089625000000000024 -0.074219999999999994 -0.031659999999999994 0.087720000000000006 -0.09139499999999999 -0.041304999999999994 -0.095584999999999989 -0.061654999999999995 -0.047074999999999999 0.053255000000000004 -0.010174999999999998
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=2 3 5 4 -2 8 17 -4 16 12 13 18 -10 14 -11 -14 -1 -3 -12 -13 -15
right_child=1 6 7 -5 -6 -7 -8 -9 9 10 11 19 15 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0019337181228460669 0.0013330145634314905 0.00081136763840530997 0.001018661314949557 0.00060982947595085554 0.00087357687481960135 0.0011713679440969493 0.00030193912038321884 0.0014576738933306736 0.0011822016682852929 0.0018389820601936427 0.0014885488091595559 0.0014694171394472287 0.0013078423788271331 0.0016160232336733154 0.0016330115877880708 0.0016138703541042215 0.001622482904888613 0.00056555094361834606 0.0016670487272177834 0.0013036930790015697 0.001413290117788618
leaf_weight=54 100 54 80 53 65 54 96 69 98 85 80 313 52 82 492 69 59 64 202 82 86
leaf_count=54 100 54 80 53 65 54 96 69 98 85 80 313 52 82 492 69 59 64 202 82 86
internal_value=0 0.000767538 0.00152156 0.00102053 0.00115224 0.00154621 0.000509653 0.0012222 0.00155773 0.00154299 0.00157294 0.00151073 0.00134836 0.00162942 0.00166341 0.00148265 0.00177153 0.000678342 0.00161654 0.0014351 0.00151245
internal_weight=0 432 1957 218 165 1808 214 149 1754 1641 1422 677 219 745 577 121 113 118 282 395 168
internal_count=2389 432 1957 218 165 1808 214 149 1754 1641 1422 677 219 745 577 121 113 118 282 395 168
is_linear=0
shrinkage=0.0032998


Tree=5397
num_leaves=22
num_cat=0
split_feature=1 3 0 3 2 11 3 16 4 12 15 4 12 157 16 3 1447 2 3 3 16
split_gain=0.814642 0.222004 0.308968 0.357098 0.221712 0.469068 0.360855 0.374405 0.229601 0.168144 0.200401 0.2124 0.164976 0.158397 0.136388 0.297437 0.188352 0.170823 0.120822 0.102771 0.119783
threshold=0.11654500000000001 -0.049509999999999992 -0.063914999999999986 0.12991000000000003 0.097145000000000023 0.077695000000000014 -0.10175499999999998 0.39524000000000009 -0.13833499999999996 -0.086449999999999985 -0.10981499999999998 -0.013929999999999998 0.095490000000000005 -0.090294999999999986 -0.0090499999999999973 -0.072739999999999985 -0.084549999999999986 0.082295000000000021 -0.071329999999999991 -0.073444999999999983 -0.087969999999999979
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=4 -2 3 -3 5 8 7 -6 -1 -8 -11 12 -12 -10 16 17 -15 -16 -18 -13 -21
right_child=1 2 -4 -5 6 -7 9 -9 13 10 11 19 -14 14 15 -17 18 -19 -20 20 -22
leaf_value=0.0032799760536217841 0.009597264067699408 -0.0061554823228913026 -0.0089424561314726068 0.01177926063094306 -0.0084296550857467407 0.027174880825728703 0.0023677386750727194 0.011004425839903666 0.021879764208752497 0.022005596178447107 0.021563347942395322 0.011637199627934542 0.010688098046156568 0.0033087767908967745 0.0066621017121402107 0.02674273874387148 0.012936888469077291 0.015820770367240427 0.0075493360705260826 0.0093779100533743706 -0.0018177704808559748
leaf_weight=76 86 53 78 77 61 63 55 52 53 53 69 77 95 75 82 55 779 201 141 52 56
leaf_count=76 86 53 78 77 61 63 55 52 53 53 69 77 95 75 82 55 779 201 141 52 56
internal_value=0 0.00240415 -0.000561294 0.00445358 0.0118719 0.012933 0.00902963 0.000497563 0.0123181 0.0111354 0.0123305 0.010856 0.0152746 0.0128124 0.0124505 0.0153867 0.0114513 0.0131734 0.0121131 0.0069293 0.00355611
internal_weight=0 294 208 130 2095 1525 570 113 1462 457 402 349 164 1386 1333 338 995 283 920 185 108
internal_count=2389 294 208 130 2095 1525 570 113 1462 457 402 349 164 1386 1333 338 995 283 920 185 108
is_linear=0
shrinkage=0.16829


Tree=5398
num_leaves=20
num_cat=0
split_feature=1 12 1 4 2 2 2 3 52 0 0 1 52 48 12 43 15 1210 4
split_gain=22.8603 3.9437 3.21494 2.6216 1.56761 2.52618 1.19806 1.13943 0.973479 0.839309 0.804667 0.70675 0.498585 0.480385 0.318411 0.285165 0.265478 0.250866 0.118429
threshold=0.11726500000000001 -1.0000000180025095e-35 0.092655000000000015 0.36766000000000004 -0.007134999999999999 0.11891500000000001 0.097145000000000023 0.12991000000000003 -0.44579999999999992 -0.14216999999999999 -0.026509999999999995 0.084525000000000003 -0.040589999999999994 0.085790000000000019 0.081420000000000006 0.015110000000000002 0.08765000000000002 -0.080859999999999974 -0.082634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -2 -6 9 -7 -8 11 12 -3 -10 -4 -11 -14 17 -16 -18
right_child=4 3 13 -5 5 7 8 -9 10 14 -12 -13 15 -15 16 -17 18 -19 -20
leaf_value=0.0017921022650954756 0.00022810664275605585 0.0023347742040145188 0.00068380273779471287 0.0011309411711130707 0.0014434608849664082 0.00036600851025582568 0.0018901128425910807 0.0009151828988574293 0.0013875133707470196 0.0015295391219450924 0.0011692139183751471 0.0018021000052043882 0.0017938198919489657 0.0011153669470164752 0.0016158654088259494 0.0015178083542167688 0.0018461631663693975 0.0018482589403677569 0.0017023211901552398
leaf_weight=69 62 59 60 75 54 89 103 77 86 53 59 52 118 54 57 66 84 749 363
leaf_count=69 62 59 60 75 54 89 103 77 86 53 59 52 118 54 57 66 84 749 363
internal_value=0 0.00169297 0.00122942 0.00173705 0.000692337 0.000823005 0.00176161 0.000620958 0.00160875 0.00180819 0.00152055 0.00208555 0.0015972 0.000888537 0.00178459 0.00169501 0.00179535 0.00183187 0.00172943
internal_weight=0 2107 183 1924 282 220 1849 166 432 1417 329 111 270 114 1306 184 1253 806 447
internal_count=2389 2107 183 1924 282 220 1849 166 432 1417 329 111 270 114 1306 184 1253 806 447
is_linear=0
shrinkage=0.0032998


Tree=5399
num_leaves=26
num_cat=0
split_feature=4 12 13 2 51 43 3 4 150 4 14 2 2 51 15 402 3 1213 4 2 12 43 3 156 1210
split_gain=16.5335 6.03672 3.32524 2.11756 1.07276 1.46617 0.900361 0.796011 0.7841 0.736157 0.697677 0.598082 0.408716 0.468462 0.308982 0.232517 0.227409 0.262782 0.23525 0.191553 0.313137 0.24439 0.190936 0.114065 0.0831789
threshold=0.30163500000000004 0.054520000000000006 -0.0013449999999999996 0.12611000000000003 0.086430000000000021 -0.078059999999999977 -0.0042999999999999991 0.0030100000000000001 0.081245000000000026 -0.030434999999999993 -0.42214499999999994 0.12454500000000002 0.091205000000000008 -1.0000000180025095e-35 0.041820000000000003 -0.047074999999999999 -0.088159999999999988 -0.011244999999999998 -0.008114999999999999 0.08325500000000001 0.090135000000000007 -0.054574999999999992 -0.080564999999999984 0.091155000000000014 -0.077869999999999981
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=1 2 4 7 5 -1 -4 12 10 -8 -2 -12 15 23 -15 24 17 -17 -18 -9 -21 -22 -16 -14 -3
right_child=8 3 6 -5 -6 -7 9 19 -10 -11 11 -13 13 14 22 16 18 -19 -20 20 21 -23 -24 -25 -26
leaf_value=0.00095752359477248089 0.0011604766324062286 0.001761748585933833 0.0014051424715549132 0.001276578801772686 0.00077287041281278313 0.0016577508162298848 0.0020893028670535634 0.0016306128854744473 0.0013002180259950162 0.0016421534164429883 0.00090528008989427589 0.00048048018831462944 0.0021697494599860626 0.0016485590538093439 0.002051507218326551 0.0023087937821494385 0.001954544946075238 0.002046139848187729 0.0021273934265453186 0.0019911152793049931 0.0015704353565565788 0.0018712448738239665 0.0018005051152083075 0.0019398814329845274 0.0019370716683430654
leaf_weight=65 57 53 65 56 59 66 82 81 53 81 88 62 53 103 53 57 508 186 110 79 62 61 104 52 93
leaf_count=65 57 53 65 56 59 66 82 81 53 81 88 62 53 103 53 57 508 186 110 79 62 61 104 52 93
internal_value=0 0.0018226 0.00146674 0.00190952 0.00114379 0.00131058 0.00173571 0.00193091 0.000940842 0.00186732 0.000848657 0.000729931 0.00196402 0.00186793 0.00179175 0.00199881 0.00201999 0.0021079 0.00198537 0.00177031 0.00182615 0.0017199 0.00188546 0.00205625 0.00187367
internal_weight=0 2129 418 1711 190 131 228 1655 260 163 207 150 1372 365 260 1007 861 243 618 283 202 123 157 105 146
internal_count=2389 2129 418 1711 190 131 228 1655 260 163 207 150 1372 365 260 1007 861 243 618 283 202 123 157 105 146
is_linear=0
shrinkage=0.0032998


Tree=5400
num_leaves=25
num_cat=0
split_feature=1 1 12 1 0 12 3 13 3 16 0 16 13 13 42 1213 1213 402 1 12 0 12 12 52
split_gain=12.3714 1.51806 1.81659 1.42924 1.56792 0.542352 0.503159 0.494516 0.486811 0.418174 0.39193 0.292781 0.281041 0.27104 0.416517 0.20808 0.26455 0.241628 0.146651 0.130256 0.123325 0.156019 0.0863506 0.0532678
threshold=0.10732500000000002 0.13662500000000002 0.090535000000000018 0.090540000000000023 -0.11327499999999999 0.093270000000000006 0.08734500000000002 -1.0000000180025095e-35 0.077930000000000013 -0.082159999999999997 -0.14857499999999998 0.21684500000000004 -0.079299999999999995 -0.0059899999999999997 0.091435000000000002 -0.12254999999999999 -0.086979999999999988 0.090595000000000023 0.10098000000000001 0.10337000000000002 -0.063109999999999986 0.11007500000000002 0.096265000000000003 0.091820000000000013
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 7 5 -5 6 10 12 -3 -6 -1 20 -2 14 -11 -12 -17 -18 -15 -4 21 22 -7 -24
right_child=1 8 19 4 9 11 -8 -9 -10 13 15 -13 -14 18 -16 16 17 -19 -20 -21 -22 -23 23 -25
leaf_value=0.001593390390714313 0.00056673848866364525 8.5297930552478843e-05 0.0012028203658170625 0.00063341844485744012 0.00089428785376994343 0.0012796986949342656 0.00099021405325699745 0.00077710986421938388 0.00048955795263054915 0.00087896414861404857 0.0011128104987766516 0.00097547378312097608 0.00026427908670042019 0.0012178632827897029 0.0012644684954762708 0.0015419283409136484 0.0012837296614328071 0.0014779175054415402 0.0014581252299825235 0.00096752764435954438 0.0010549038623563795 0.0013961983960659385 0.0012102263086647724 0.0010557555687705448
leaf_weight=54 83 57 54 82 58 75 55 75 76 54 62 80 57 67 73 54 839 79 52 54 53 54 52 59
leaf_count=54 83 57 54 82 58 75 55 75 76 54 62 80 57 67 73 54 839 79 52 54 53 54 52 59
internal_value=0 0.000613739 0.000735994 0.00121909 0.00103931 0.00126484 0.00130074 0.000560265 0.000316569 0.00114868 0.0013164 0.00115474 0.000443846 0.00120852 0.00110083 0.0013019 0.00131393 0.00130048 0.00132315 0.0010855 0.00120356 0.00123625 0.00118962 0.00112844
internal_weight=0 456 323 1902 386 1516 1143 215 133 304 1088 373 140 246 127 1034 972 918 119 108 293 240 186 111
internal_count=2358 456 323 1902 386 1516 1143 215 133 304 1088 373 140 246 127 1034 972 918 119 108 293 240 186 111
is_linear=0
shrinkage=0.0032998


Tree=5401
num_leaves=20
num_cat=0
split_feature=4 3 123 3 3 0 48 13 39 4 481 0 0 151 0 52 0 51 0
split_gain=39.2671 17.4777 8.29609 2.37263 2.21222 1.42801 1.42784 1.70318 1.19668 1.04629 0.64525 0.505172 0.460902 0.45054 0.553728 0.327489 0.262301 0.223442 0.0773299
threshold=0.30163500000000004 0.11191000000000002 0.081180000000000016 0.31400500000000003 0.25468500000000005 -0.07385499999999999 0.093265000000000015 -0.008624999999999999 0.084155000000000021 0.053255000000000004 -0.0087899999999999975 -0.099059999999999995 -0.10803999999999998 -0.0060399999999999994 -0.079119999999999982 -0.091784999999999992 -0.085764999999999994 -0.42947499999999994 -0.09194999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 8 -3 -4 9 -8 11 10 16 -2 -11 15 -15 -12 -1 -14 -19
right_child=3 4 5 -5 -6 -7 7 -9 -10 12 13 -13 17 14 -16 -17 -18 18 -20
leaf_value=0.0023832347067310644 0.0011072381343248015 0.0010513893513693865 0.0014689062768115557 -0.00010022088016644357 0.00010937454212675645 0.0007146256861187009 0.002008663568629063 0.0012918328222800727 0.00037936697061987295 0.0020597842702448806 0.0021193504316996555 0.00068518002641206348 0.0019083744736723654 0.0021310660198209778 0.0019799897196900074 0.0018094523007424069 0.0021327067969662515 0.0017341866519057054 0.0015440990219126409
leaf_weight=90 61 57 53 52 52 57 84 64 83 67 53 64 53 659 459 141 103 53 53
leaf_count=90 61 57 53 52 52 57 84 64 83 67 53 64 53 659 459 141 103 53 53
internal_value=0 0.00188934 0.00195986 0.000529632 0.000602311 0.00107837 0.00201144 0.00169892 0.000687264 0.00203814 0.00206976 0.000891426 0.00182745 0.00204326 0.00206907 0.0018943 0.00224972 0.00172933 0.00163948
internal_weight=0 2098 1989 260 109 110 1879 148 208 1731 1505 125 226 1312 1118 194 193 159 106
internal_count=2358 2098 1989 260 109 110 1879 148 208 1731 1505 125 226 1312 1118 194 193 159 106
is_linear=0
shrinkage=0.0032998


Tree=5402
num_leaves=28
num_cat=0
split_feature=1 1 2 1 52 39 2 49 1 11 43 1446 1 151 2 2 1 133 475 160 131 1456 42 42 52 42 133
split_gain=31.0621 4.5196 2.80416 2.21304 3.60022 1.7087 1.90616 1.10907 0.770095 0.523738 0.432298 0.43218 0.375411 0.329599 0.315627 0.307779 0.285366 0.228319 0.20267 0.141923 0.135822 0.134518 0.0948606 0.0945421 0.0622542 0.0502082 0.0253626
threshold=0.10732500000000002 0.13554500000000003 0.092235000000000025 0.088595000000000021 -0.51745999999999992 0.085345000000000018 0.10746500000000002 -0.014169999999999999 0.085425000000000015 1.0000000180025095e-35 -0.064074999999999979 0.083715000000000026 0.090475000000000014 -1.0000000180025095e-35 0.13538500000000001 0.113165 0.11374000000000002 0.088385000000000005 -0.014939999999999997 -1.0000000180025095e-35 0.082750000000000004 0.080615000000000006 0.080840000000000009 0.081685000000000021 0.096285000000000009 -1.0000000180025095e-35 0.087425000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 10 -5 6 -2 8 -1 11 17 12 13 26 -3 24 -8 22 -15 -19 23 -13 -4 -14 25 -12 -9
right_child=1 14 3 4 -6 -7 16 9 -10 -11 15 21 20 18 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0022598030766256692 0.0019907346322032208 0.00096105005179526087 0.0022415616494246373 0.0023713561354402951 0.0013223468939241125 0.0010859086376003746 0.0011931513203665861 0.0022184898748528565 0.0017839783102841125 0.0026614943715259748 0.0019768848467866043 0.0024066927169504411 0.0021775216475986253 0.0021628935269299176 0.00064060726367533402 0.0018510914476240318 0.0015089533013996159 0.0022656149010245345 0.0023788129470132132 0.0020483960029391052 0.0022909152546520192 0.002638559944511449 0.0024498116757858766 0.0019774523789775206 0.002198929893202862 0.0021324977382758438 0.0020941256421195121
leaf_weight=79 92 55 52 55 102 90 58 58 72 53 53 72 66 56 89 70 72 66 559 79 60 53 59 53 70 62 53
leaf_count=79 92 55 52 55 102 90 58 58 72 53 53 72 66 56 89 70 72 66 559 79 60 53 59 53 70 62 53
internal_value=0 0.00124731 0.00220645 0.00203378 0.00169006 0.00147062 0.00162642 0.00229989 0.00203315 0.00233704 0.00213932 0.00232031 0.00229473 0.00232871 0.000763243 0.00204156 0.00136833 0.00223656 0.00235921 0.00214751 0.00215669 0.00250529 0.00235257 0.00208871 0.00211343 0.00206109 0.00215943
internal_weight=0 456 1902 668 157 312 222 1234 151 1083 511 1030 905 726 144 255 130 256 615 145 179 125 111 119 185 115 111
internal_count=2358 456 1902 668 157 312 222 1234 151 1083 511 1030 905 726 144 255 130 256 615 145 179 125 111 119 185 115 111
is_linear=0
shrinkage=0.0032998


Tree=5403
num_leaves=26
num_cat=0
split_feature=4 1 2 1 133 4 16 3 12 12 3 2 159 4 3 50 52 3 133 4 0 4 2 133 12
split_gain=0.92532 0.32342 0.516307 0.946553 0.502994 0.333651 0.473854 0.236539 0.21233 0.196531 0.187891 0.167311 0.214367 0.27012 0.202295 0.317 0.171916 0.152723 0.160375 0.143668 0.143169 0.13333 0.179212 0.122104 0.113445
threshold=0.30163500000000004 0.089625000000000024 0.08647500000000001 0.098950000000000024 0.084880000000000025 -0.060264999999999992 -0.065564999999999984 -0.049509999999999992 1.0000000180025095e-35 -0.029844999999999997 0.077930000000000013 0.085145000000000012 -0.092279999999999987 -0.087344999999999992 -0.095469999999999985 0.090805000000000011 -0.032354999999999988 -0.08632999999999999 -0.012639999999999998 -0.0072499999999999995 -0.081344999999999987 -0.082184999999999994 0.099145000000000025 -0.010819999999999998 0.092395000000000019
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=1 9 4 -4 7 -5 -7 19 10 -1 -2 14 20 16 -11 17 -14 23 -19 24 -13 -15 -23 -16 -3
right_child=8 2 3 5 -6 6 -8 -9 -10 11 -12 12 13 21 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26
leaf_value=0.027221075214114085 0.0028972033543819258 0.015470215309749989 -0.013101504793310691 0.01975788823777833 0.0062598098947743985 0.017155629091942369 -0.0048263254568850639 0.029926576384921726 -0.0027440845561708797 0.029057311352693304 0.013545547046337231 0.029085516989180923 0.014626079278765783 0.023233068951188159 0.020871609454983869 0.006166563232395627 0.0017776352323549108 0.017688952971742125 0.028529859911934161 0.012179368945107606 0.016992704817455438 0.013653883006249068 0.01966497038483677 0.0095957971711279587 0.025497976277070292
leaf_weight=53 98 58 54 88 100 54 57 57 71 57 91 52 52 65 59 53 69 70 90 84 62 545 192 52 75
leaf_count=53 98 58 54 88 100 54 57 57 71 57 91 52 52 65 59 53 69 70 90 84 62 545 192 52 75
internal_value=0 0.0157378 0.0125266 0.00664316 0.0165018 0.01201 0.00585141 0.0202332 0.00508362 0.0171053 0.00803369 0.0167259 0.0156096 0.0147536 0.0197596 0.0181183 0.00731413 0.0204491 0.0237982 0.0176787 0.0225245 0.0158738 0.0152223 0.0156054 0.0211385
internal_weight=0 2098 627 253 374 199 111 274 260 1471 189 1418 1037 923 381 324 121 271 160 217 114 802 737 111 133
internal_count=2358 2098 627 253 374 199 111 274 260 1471 189 1418 1037 923 381 324 121 271 160 217 114 802 737 111 133
is_linear=0
shrinkage=0.16829


Tree=5404
num_leaves=17
num_cat=0
split_feature=4 14 4 150 2 457 0 0 48 2 2 2 160 3 42 12
split_gain=0.640199 0.320174 0.330033 0.34819 0.27657 0.183869 0.219396 0.267537 0.155093 0.188242 0.212043 0.203065 0.197359 0.143717 0.18589 0.16258
threshold=0.30163500000000004 -0.45687499999999998 0.53076500000000015 0.082295000000000021 0.14307 0.041935000000000007 -0.14151499999999997 -0.08095999999999999 0.11454000000000002 0.08647500000000001 0.087245000000000003 0.087830000000000005 0.014995000000000003 -0.10237999999999998 -0.091559999999999989 0.093840000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 8 -7 -8 9 13 -11 -12 -13 -1 -15 -16
right_child=1 2 -4 -5 -6 6 7 -9 -10 10 11 12 -14 14 15 -17
leaf_value=0.02307876805282039 0.015632172394366296 -0.010117463289616211 0.010857142181509112 0.0073156239383366595 0.0018917842304257038 -0.00063661579202414732 0.018124869732112265 0.002702285902822454 0.023048835590714616 0.0026075524720216045 0.02207197766366396 0.0108136628805818 0.017381624588252098 0.0074369838829135265 0.017099822204297163 0.010326667066314505
leaf_weight=67 55 86 67 52 61 54 81 53 52 63 62 691 161 85 543 125
leaf_count=67 55 86 67 52 61 54 81 53 52 63 62 691 161 85 543 125
internal_value=0 0.0042281 0.0011597 -0.00353546 0.0130919 0.0134264 0.00838808 0.0120383 0.0139377 0.013673 0.0120868 0.0127382 0.0120569 0.0155608 0.0148895 0.0158351
internal_weight=0 260 205 138 2098 2037 188 134 1849 1797 977 914 852 820 753 668
internal_count=2358 260 205 138 2098 2037 188 134 1849 1797 977 914 852 820 753 668
is_linear=0
shrinkage=0.16829


Tree=5405
num_leaves=28
num_cat=0
split_feature=3 3 0 16 43 156 16 3 15 43 15 3 49 16 0 484 16 15 15 130 43 13 160 160 15 13 0
split_gain=11.0445 3.49173 3.05026 3.94104 2.71986 1.29016 0.937986 0.902916 1.0858 0.711708 0.671177 0.660115 0.455992 0.665267 0.43643 0.284854 0.24548 0.158691 0.138326 0.120671 0.135557 0.119484 0.102948 0.0977019 0.0889026 0.0802462 0.0359347
threshold=-0.050489999999999993 0.31370500000000007 -0.040094999999999992 0.062365000000000011 -0.049364999999999992 0.091335000000000013 -0.23071499999999998 -0.10077999999999999 0.079575000000000021 -0.085594999999999991 -0.015464999999999998 -0.080339999999999981 1.0000000180025095e-35 -0.083104999999999984 -0.084044999999999995 0.08733500000000001 0.0055300000000000011 0.091230000000000019 -0.092059999999999989 0.087820000000000023 -0.083669999999999981 -0.065674999999999983 -0.35906499999999991 -0.0089499999999999979 0.087720000000000006 -0.084269999999999984 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -4 6 10 -2 8 -1 -8 12 14 13 -6 15 18 21 19 -9 20 -16 22 -13 -18 -20 -24 -23
right_child=1 -3 3 -5 5 -7 9 11 -10 -11 -12 16 -14 -15 17 -17 23 -19 24 -21 -22 26 25 -25 -26 -27 -28
leaf_value=0.0014196887776252293 0.00074384111745695971 0.00070697286840708685 0.00078276047062173621 0.00181611627927955 0.0012874345723746963 0.0020579496587117951 0.0015221240369780928 0.0018650545084240196 0.0019232259943543972 0.0010632809192385917 0.0012863708727315639 0.0017729785581961277 0.0018378545907795803 0.0017810597997634412 0.0020594298388978984 0.0022525131912959151 0.0017943231500248233 0.0017545538832309093 0.0020489014844385675 0.0017782146435356687 0.001892609745218267 0.0018367092263156357 0.0018755129002324029 0.0016072620515654708 0.001893904821085904 0.0020328732365457866 0.0017089928234209786
leaf_weight=100 54 87 67 101 70 56 63 80 89 91 99 59 70 53 84 55 57 96 290 65 187 57 96 83 55 71 71
leaf_count=100 54 87 67 101 70 56 63 80 89 91 99 59 70 53 84 55 57 96 290 65 187 57 96 83 55 71 71
internal_value=0 0.0013225 0.00182797 0.00140421 0.00141876 0.00159742 0.00111966 0.00187258 0.00165699 0.00125122 0.00150898 0.00190154 0.00162299 0.00150042 0.00195462 0.00202405 0.00180346 0.0018774 0.0019944 0.00191239 0.00194445 0.00185074 0.00189849 0.00168367 0.00202429 0.00194263 0.00176614
internal_weight=0 643 1763 168 556 348 208 1595 189 154 292 1406 193 123 912 480 494 432 425 336 271 354 226 140 345 167 128
internal_count=2406 643 1763 168 556 348 208 1595 189 154 292 1406 193 123 912 480 494 432 425 336 271 354 226 140 345 167 128
is_linear=0
shrinkage=0.0032998


Tree=5406
num_leaves=15
num_cat=0
split_feature=3 9 3 16 16 51 4 48 52 484 3 4 13 4
split_gain=1.03443 0.327819 0.307032 0.518925 0.717776 0.230642 0.202375 0.28009 0.272592 0.215612 0.166148 0.112863 0.0892131 0.0842213
threshold=0.31370500000000007 -1.0000000180025095e-35 -0.097574999999999981 0.081265000000000018 -0.0081349999999999981 0.14820500000000003 0.26171000000000005 0.10990500000000002 0.51400500000000016 0.1019 -0.15078499999999997 -0.49269499999999994 -0.0044799999999999987 -0.014854999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 7 8 9 -4 -3 -5 -8 -12
right_child=-2 2 5 11 -6 -7 12 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.00063086025589708555 -0.0069549218009423448 0.0021727542123772194 0.013315794514487025 0.0221002636901068 -0.012524915903004785 0.0020161694233721285 0.010683657729703226 0.025281612194990064 0.0021753785300042592 0.022428413334603926 0.0077033144563890682 0.011408381389513328 0.0024905043609153733 0.0171979677934887
leaf_weight=59 87 72 1495 58 62 54 96 58 60 78 52 56 63 56
leaf_count=59 87 72 1495 58 62 54 96 58 60 78 52 56 63 56
internal_value=0 0.011724 0.0120473 0.00749895 0.00307995 0.0128968 0.0132135 0.0137545 0.0133439 0.0137688 0.00846495 0.0168639 0.00744861 0.0126431
internal_weight=0 2319 2260 356 242 1904 1850 1691 1633 1573 180 114 159 108
internal_count=2406 2319 2260 356 242 1904 1850 1691 1633 1573 180 114 159 108
is_linear=0
shrinkage=0.16829


Tree=5407
num_leaves=20
num_cat=0
split_feature=1 3 14 1 124 52 2 2 2 0 160 0 0 3 0 132 52 52 0
split_gain=24.5304 3.97948 1.54001 1.39472 1.34796 1.17082 0.91213 0.684614 1.22377 0.668348 0.623565 0.583556 0.528773 0.389104 0.381141 0.342333 0.200695 0.184733 0.194401
threshold=0.104035 -0.06340999999999998 0.054835000000000009 0.14699000000000004 -0.076779999999999987 -0.22243999999999997 0.089885000000000007 -0.007134999999999999 0.10859000000000001 -0.10566999999999999 -0.42559499999999995 -0.069074999999999984 -0.070064999999999975 0.12991000000000003 -0.12324999999999998 0.096085000000000018 -0.53454499999999994 -0.14765999999999999 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 7 -1 -2 9 -3 -9 -6 -8 -7 17 -10 -12 16 -16 -11 -19
right_child=1 3 -4 -5 6 11 10 8 13 12 14 -13 -14 -15 15 -17 -18 18 -20
leaf_value=0.00096920335708966261 0.0014274188705437549 0.00016501671170150042 0.0018971622816502554 -4.0333208471853639e-05 0.0011477163679669575 0.0010900070669015974 0.0016803980075689564 0.0010209262130834629 0.00031561841574874347 0.0013450353903945115 0.0010567692372324892 0.00061073537153075055 0.0011978527216956402 0.00062447039141277363 0.0015352508957491933 0.0010726478350462907 0.0013328497393859131 0.0015849812033639529 0.001482124815993948
leaf_weight=74 55 52 73 61 60 53 53 54 100 59 62 59 57 81 63 52 479 491 368
leaf_count=74 55 52 73 61 60 53 53 54 100 59 62 59 57 81 63 52 479 491 368
internal_value=0 0.000613364 0.00142584 0.000412256 0.00140689 0.00103223 0.00142545 0.000508573 0.000584444 0.0014882 0.00133379 0.000837848 0.00150912 0.000454029 0.00130573 0.00133166 0.00135644 0.0015284 0.00154096
internal_weight=0 515 1891 348 1818 167 1744 287 235 1035 709 112 975 181 656 594 542 918 859
internal_count=2406 515 1891 348 1818 167 1744 287 235 1035 709 112 975 181 656 594 542 918 859
is_linear=0
shrinkage=0.0032998


Tree=5408
num_leaves=20
num_cat=0
split_feature=4 13 12 475 47 49 42 13 12 4 13 43 132 1209 4 42 13 130 457
split_gain=0.63529 0.327657 0.280864 0.587882 0.408976 0.417022 0.367004 0.269507 0.190037 0.150644 0.143674 0.131381 0.121608 0.130857 0.116268 0.132772 0.44551 0.145388 0.0847398
threshold=0.27161500000000005 -0.10899499999999999 0.083425000000000013 -0.071829999999999991 0.077555000000000013 -0.054509999999999996 0.081685000000000021 -0.0030199999999999997 0.084595000000000017 -0.013514999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10720500000000001 -0.083969999999999989 0.16421000000000002 1.0000000180025095e-35 -0.042924999999999998 0.087230000000000016 0.083925000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 18 11 -6 9 -4 -3 -7 13 -10 15 17 -17 -15 -5
right_child=1 10 8 4 7 6 -8 -9 12 -11 -12 -13 -14 14 -16 16 -18 -19 -20
leaf_value=-0.007506136924853803 -0.0070611161831825552 0.011043920641464311 0.023378068067965978 0.010606438814461843 0.0098034635705339292 0.0043508227605773119 0.01394369918844628 0.026041641676620875 0.020150467209187676 0.01168588515496366 0.0016886333419807616 -0.0055695412729991726 0.0047679277453817918 0.015158683796074482 0.019355870792388857 0.010942353081827763 -0.005013383900158359 0.0091116678801343529 0.019872659781603918
leaf_weight=64 76 87 73 62 56 61 57 61 53 56 101 99 72 373 53 732 53 164 53
leaf_count=64 76 87 73 62 56 61 57 61 53 56 101 99 72 373 53 732 53 164 53
internal_value=0 0.00225276 0.011011 0.00756762 0.00972022 0.00669654 0.00234473 0.0182849 0.0120942 0.0183163 0.0060275 -0.00177617 0.0115579 0.011899 0.0115797 0.0112666 0.0098628 0.0133153 0.0148926
internal_weight=0 264 2142 513 449 332 217 117 1629 129 188 160 1500 1428 1375 1322 785 537 115
internal_count=2406 264 2142 513 449 332 217 117 1629 129 188 160 1500 1428 1375 1322 785 537 115
is_linear=0
shrinkage=0.16829


Tree=5409
num_leaves=14
num_cat=0
split_feature=4 123 3 1186 42 3 42 3 160 456 457 457 3
split_gain=10.995 3.46075 2.03576 0.607219 0.642597 0.349534 0.492731 0.339559 0.327911 0.308883 0.731699 0.226882 0.0273785
threshold=0.30163500000000004 0.080635000000000012 0.10812000000000001 0.081240000000000021 0.128055 0.31400500000000003 0.088060000000000013 -0.013119999999999998 -0.54856499999999986 0.03981500000000001 0.080930000000000016 -0.081454999999999986 -0.00079499999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 12 -3 -1 10 -10 -11 -2
right_child=5 7 -4 -5 -6 -7 -8 -9 9 11 -12 -13 -14
leaf_value=0.0015045212739302062 0.00057815065797095565 0.00045477451001150804 0.00074222673299952828 0.00089539827728027854 0.00088811032312746186 0.00019051934542468327 0.00028931164082689128 0.00079282755102689346 0.0012378868370747078 0.0012537800533329597 0.00088386674787280868 0.0015476529074793159 0.00068980555706249069
leaf_weight=52 56 57 102 61 58 55 78 77 1570 60 67 59 54
leaf_count=52 56 57 102 61 58 55 78 77 1570 60 67 59 54
internal_value=0 0.00116348 0.00119742 0.00122149 0.00123213 0.000422949 0.000490759 0.000649292 0.00124315 0.00123539 0.00122342 0.00139978 0.000633283
internal_weight=0 2163 2029 1927 1866 243 188 134 1808 1756 1637 119 110
internal_count=2406 2163 2029 1927 1866 243 188 134 1808 1756 1637 119 110
is_linear=0
shrinkage=0.0032998


Tree=5410
num_leaves=16
num_cat=0
split_feature=4 3 39 2 0 0 0 3 4 0 3 3 4 157 0
split_gain=23.1049 8.42044 6.13944 2.3519 2.30062 1.44067 1.22137 1.81322 0.618822 0.868683 0.62315 0.521421 0.402652 0.310687 0.313799
threshold=0.30163500000000004 0.25468500000000005 0.082470000000000016 0.10188000000000001 -0.07385499999999999 -0.096374999999999975 -0.10803999999999998 -0.010299999999999998 -0.26545999999999997 -0.063519999999999979 0.081640000000000004 -0.055389999999999988 -0.0087849999999999977 -1.0000000180025095e-35 -0.032619999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 -5 -2 -8 -1 10 11 -10 13 -7 -15
right_child=6 -3 4 5 -6 12 7 -9 9 -11 -12 -13 -14 14 -16
leaf_value=0.0023428524345279205 0.0011265886689415115 0.00062011899955581422 0.0017243334567491784 0.0013453358330217918 0.00093382195463790479 0.0021736976794726848 0.00099056239953889584 0.0002588881793280352 0.0020529723309902566 0.0016584620024049819 0.0017161906149118797 0.0023911923666858756 0.0016858938688993318 0.0020071343552062826 0.0016672028247268589
leaf_weight=76 102 54 79 76 82 52 81 68 1288 65 59 53 96 73 53
leaf_count=76 102 54 79 76 82 52 81 68 1288 65 59 53 96 73 53
internal_value=0 0.00190731 0.00194116 0.00199386 0.00132193 0.00174899 0.000847898 0.00065688 0.00204946 0.00203421 0.00205163 0.00206637 0.00186083 0.00195497 0.00186443
internal_weight=0 2106 2052 1891 161 350 251 149 1541 1465 1400 1341 274 178 126
internal_count=2357 2106 2052 1891 161 350 251 149 1541 1465 1400 1341 274 178 126
is_linear=0
shrinkage=0.0032998


Tree=5411
num_leaves=10
num_cat=0
split_feature=3 11 9 1375 0 151 12 51 49
split_gain=0.430189 0.449694 0.361234 0.270822 0.64162 0.365656 0.317629 0.38918 0.159698
threshold=0.30112000000000005 0.093970000000000012 -1.0000000180025095e-35 -0.093609999999999985 -0.18901999999999997 0.084350000000000008 0.084555000000000005 0.081440000000000026 -0.049039999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -8
right_child=-2 -3 3 4 5 -7 8 -9 -10
leaf_value=-0.0011535410902558318 -0.0005339598158895241 -0.0037100219223606926 -0.0003105573483870469 0.025629738883498624 0.0092667884449508398 0.024622059981354461 0.0045420204710139352 -0.003729269867148615 0.012665193302704405
leaf_weight=64 97 58 52 93 454 57 73 76 1333
leaf_count=64 97 58 52 93 454 57 73 76 1333
internal_value=0 0.0108937 0.0112792 0.0116522 0.0119513 0.0113121 0.0109193 0.00739981 0.0122447
internal_weight=0 2260 2202 2138 2086 1993 1936 530 1406
internal_count=2357 2260 2202 2138 2086 1993 1936 530 1406
is_linear=0
shrinkage=0.16829


Tree=5412
num_leaves=24
num_cat=0
split_feature=1 156 0 14 159 49 49 1 150 16 160 0 13 0 16 160 0 13 0 13 13 13 43
split_gain=0.375662 0.330513 0.255724 0.295976 0.259095 0.181631 0.161227 0.146037 0.297719 0.302934 0.112891 0.359798 0.227377 0.253694 0.218546 0.188394 0.328033 0.157423 0.11674 0.112029 0.0834916 0.137428 0.117605
threshold=0.098370000000000027 0.087825000000000014 0.0037850000000000002 -0.072219999999999993 0.083310000000000009 -0.085284999999999986 -0.047749999999999994 0.12541500000000003 0.083825000000000011 -0.0101 -0.019794999999999997 -0.14310999999999999 -0.089024999999999979 -0.088484999999999994 0.26676500000000009 -0.089629999999999974 -0.085719999999999977 -0.077549999999999994 -0.063914999999999986 -0.06928999999999999 -1.0000000180025095e-35 -0.085164999999999977 -0.078564999999999982
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 -2 7 -1 -7 8 9 -5 15 -12 13 -13 17 20 -17 -14 -16 -18 21 -8 -23
right_child=1 -3 -4 4 -6 6 10 -9 -10 -11 11 12 14 -15 18 16 19 -19 -20 -21 -22 22 -24
leaf_value=0.017964857285341754 0.016364587587352396 0.013854150684479339 -0.0050822064969098611 0.0064506696523607332 -0.0064069042989243459 0.0019207728988295063 0.014277798417698283 -0.000278296341990895 -0.0015643660068276903 0.022195725913545596 0.023766819351581522 -0.0050075315026652956 0.016181393496303924 0.0092074196211880972 -0.0010244499207692612 -0.0040471201169021221 0.015419493020362492 0.010743380522263561 0.0096280773405791678 0.0043631551976693606 0.016640815478244957 0.010984298735817244 0.00026351693098320556
leaf_weight=77 57 103 84 105 64 75 84 93 69 52 58 55 204 100 58 86 53 600 58 52 53 55 62
leaf_count=77 57 103 84 105 64 75 84 93 69 52 58 55 204 100 58 86 53 600 58 52 53 55 62
internal_value=0 0.00513348 0.00341587 0.00504231 0.00335259 0.00994867 0.00957418 0.00531623 0.00762636 0.011677 0.00993679 0.0108327 0.0101332 0.00415181 0.011139 0.00765174 0.00364432 0.0121254 0.00428633 0.00996108 0.0106581 0.00907166 0.00531856
internal_weight=0 627 524 440 383 1730 1653 319 226 157 1578 1133 1075 155 920 445 191 804 116 105 254 201 117
internal_count=2357 627 524 440 383 1730 1653 319 226 157 1578 1133 1075 155 920 445 191 804 116 105 254 201 117
is_linear=0
shrinkage=0.16829


Tree=5413
num_leaves=23
num_cat=0
split_feature=12 4 4 156 3 43 43 12 0 4 0 3 4 43 3 47 50 0 43 4 12 4
split_gain=12.1195 3.43068 2.14194 1.27154 0.993152 1.70856 1.00898 0.878012 0.706337 0.611125 0.553662 0.401709 0.352879 0.270015 0.381782 0.373539 0.26913 0.168272 0.138573 0.119083 0.117727 0.0605431
threshold=0.077755000000000005 0.36766000000000004 0.50373500000000015 0.08956500000000002 0.11745500000000002 -0.065804999999999989 -0.085594999999999991 0.12701500000000002 -0.072174999999999975 0.043850000000000007 -0.061654999999999995 0.084735000000000019 0.056815000000000011 0.087840000000000015 -0.082254999999999981 0.079365000000000005 0.088425000000000017 -0.088589999999999988 0.27717500000000006 -0.0021099999999999995 0.09697500000000002 0.16421000000000002
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 7 3 4 5 6 -1 9 -4 13 11 -7 -6 14 15 16 -2 -16 -15 -19 21 -11
right_child=1 -3 8 -5 12 10 -8 -9 -10 20 -12 -13 -14 18 17 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0011435617756916272 0.0015902297928066138 0.00071276079179483347 0.00084363336361437092 0.0015209234235093838 0.00057370756302488161 0.0016340365509511189 0.0006078297943060858 0.0011542839618142126 0.00032893205517378415 0.0014137956640587479 0.0010621952667767391 0.0012600794386740577 0.00095536551152656179 0.0018662893544747713 0.0013754867530888582 0.0018883541731108291 0.0017522831770697611 0.0015746551968282593 0.001636801873941105 0.0014080510360534137 0.0012992243817691127 0.0015681367058038732
leaf_weight=76 595 52 65 70 54 70 78 53 53 81 54 59 53 68 74 64 144 358 57 59 67 53
leaf_count=76 595 52 65 70 54 70 78 53 53 81 54 59 53 68 74 64 144 358 57 59 67 53
internal_value=0 0.0015487 0.00101436 0.00110648 0.00104107 0.00112922 0.000872446 0.00157466 0.000612753 0.00158839 0.00134512 0.00146328 0.000763082 0.00161269 0.00159825 0.00164314 0.00162185 0.00152476 0.00176192 0.00155117 0.00141665 0.0014751
internal_weight=0 1725 632 514 444 337 154 1673 118 1620 183 129 107 1419 1294 803 739 491 125 417 201 134
internal_count=2357 1725 632 514 444 337 154 1673 118 1620 183 129 107 1419 1294 803 739 491 125 417 201 134
is_linear=0
shrinkage=0.0032998


Tree=5414
num_leaves=24
num_cat=0
split_feature=12 2 15 2 2 12 2 52 14 3 12 52 52 3 15 42 52 1456 456 52 15 3 3
split_gain=12.4973 4.125 3.17686 2.44614 2.59028 1.59159 1.45311 0.852398 0.764555 0.70153 0.444162 0.402649 0.45973 0.381977 0.378479 0.462458 0.303512 0.25652 0.288024 0.234786 0.212549 0.20336 0.0814118
threshold=0.077755000000000005 0.13290500000000002 -0.2987999999999999 0.10859000000000001 0.079570000000000016 -0.064509999999999984 0.093255000000000018 -0.019039999999999998 0.054835000000000009 0.0012800000000000001 0.093670000000000017 0.074235000000000009 -0.22243999999999997 -0.10919499999999999 0.092135000000000009 0.094485000000000013 0.10855000000000002 -0.10108499999999998 0.084065000000000015 0.022635000000000006 -0.043644999999999996 -0.080339999999999981 -0.072579999999999992
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 8 5 4 7 -1 -6 -4 10 -8 13 12 21 -2 15 -14 -13 -15 19 -19 -5 -12 -18
right_child=1 -3 3 20 6 -7 9 -9 -10 -11 11 16 14 17 -16 -17 22 18 -20 -21 -22 -23 -24
leaf_value=0.0003834447975185624 0.0014480765035467416 0.00070220895509925929 0.00065873656010726617 0.00097985819982901391 0.0019049959356662069 0.0011066438258179772 0.0011003476012938669 0.0012499294005881255 0.0020436971113764108 0.0015978435190281235 0.0018073564804494222 0.0018699307887780955 0.0014360704073247048 0.0014698924135398592 0.0015887951983333765 0.0010468952191362596 0.0016619610938541725 0.0017376505426459892 0.0018742766314233132 0.0016265478131271081 0.00073810490041261703 0.0015120086406531512 0.0014813861025225143
leaf_weight=92 79 52 54 97 89 52 62 53 52 63 55 62 97 57 77 52 69 439 99 428 70 52 55
leaf_count=92 79 52 54 97 89 52 62 53 52 63 55 62 97 57 77 52 69 439 99 428 70 52 55
internal_value=0 0.00161867 0.00107605 0.00120322 0.00137193 0.000644845 0.00158178 0.0009519 0.00164713 0.00135137 0.00163439 0.00155383 0.00148422 0.00167229 0.00139887 0.00130049 0.00167827 0.00168957 0.0017025 0.00168284 0.000878735 0.00166415 0.00158215
internal_weight=0 1725 632 488 321 144 214 107 1673 125 1621 519 333 1102 226 149 186 1023 966 867 167 107 124
internal_count=2357 1725 632 488 321 144 214 107 1673 125 1621 519 333 1102 226 149 186 1023 966 867 167 107 124
is_linear=0
shrinkage=0.0032998


Tree=5415
num_leaves=13
num_cat=0
split_feature=4 14 1 1456 41 1374 151 160 4 0 156 39
split_gain=0.472744 0.258045 0.263508 0.198418 0.197483 0.175324 0.211011 0.200354 0.175392 0.22906 0.17337 0.169296
threshold=0.36766000000000004 -0.41790499999999997 0.11230000000000001 0.097040000000000015 0.07831500000000001 0.086000000000000007 0.086470000000000005 -0.52850499999999989 -0.15618499999999999 -0.072364999999999985 0.082525000000000015 0.089200000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 -1 10 -10 -9 -4
right_child=1 2 11 -5 -6 -7 -8 8 9 -11 -12 -13
leaf_value=0.0013324588498895356 0.012596755058833117 0.010046570730340626 -0.0086571541612965024 0.0016170955371040425 0.019519824287925314 0.020309968254645171 0.00067983308172479015 0.020133978455866799 0.011437227682516159 0.0063371837144965415 0.0098172081676890441 0.0035151559913930101
leaf_weight=63 59 52 85 67 74 52 62 112 1280 312 80 52
leaf_count=63 59 52 85 67 74 52 62 112 1280 312 80 52
internal_value=0 0.00288047 -0.000143149 0.0106597 0.0109565 0.0106324 0.0103679 0.0106921 0.0110217 0.0104389 0.0158447 -0.00402389
internal_weight=0 248 189 2102 2035 1961 1909 1847 1784 1592 192 137
internal_count=2350 248 189 2102 2035 1961 1909 1847 1784 1592 192 137
is_linear=0
shrinkage=0.16829


Tree=5416
num_leaves=16
num_cat=0
split_feature=1429 43 150 49 124 1429 475 159 160 43 43 13 49 150 52
split_gain=0.251382 0.39944 0.217249 0.218692 0.195896 0.173605 0.171184 0.14275 0.255751 0.190157 0.35523 0.196215 0.209902 0.113061 0.0669818
threshold=0.08103500000000001 -0.049914999999999994 0.085455000000000017 -0.05529499999999999 -0.086724999999999983 -0.086994999999999989 -0.085684999999999997 0.10607000000000001 -0.076214999999999991 0.10894500000000001 0.26667500000000005 -0.10899499999999999 -0.057024999999999992 0.098740000000000008 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 13 -1 -6 -2 9 -9 11 -11 -7 -13 -4 -12
right_child=1 -3 3 -5 5 7 -8 8 -10 10 14 12 -14 -15 -16
leaf_value=0.018191074631832786 0.015617671888456657 0.022912371177005949 0.0025047926400049826 -0.0042460989580362842 0.017309469586638621 6.7192650167951002e-05 0.0038044019091467681 -0.0066400912829038383 0.0081614833291264385 0.022931256060894141 0.0033883991106982785 -0.0019696028704906596 0.0083483519546740624 0.012700560233915593 0.011682225296588571
leaf_weight=54 56 82 73 83 54 97 93 54 85 67 58 58 1328 54 54
leaf_count=54 56 82 73 83 54 97 93 54 85 67 58 58 1328 54 54
internal_value=0 0.0134667 0.00760825 0.00245835 0.00817382 0.00788125 0.00825635 0.00759756 0.00239831 0.00803131 0.0132254 0.00740316 0.00791528 0.00685415 0.00740325
internal_weight=0 231 2119 210 1909 1855 149 1801 139 1662 179 1483 1386 127 112
internal_count=2350 231 2119 210 1909 1855 149 1801 139 1662 179 1483 1386 127 112
is_linear=0
shrinkage=0.16829


Tree=5417
num_leaves=13
num_cat=0
split_feature=4 159 0 14 11 52 447 393 130 51 51 52
split_gain=0.258538 0.199996 0.198298 0.175521 0.20213 0.153934 0.127639 0.111693 0.131299 0.150641 0.281965 0.165452
threshold=0.27161500000000005 0.085035000000000013 -0.10803999999999998 0.078320000000000015 1.0000000180025095e-35 -0.54313499999999992 0.084510000000000016 0.10159000000000001 -0.060079999999999988 0.094050000000000009 0.07955000000000001 -0.025904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 7 8 -1 10 -10 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 9 11 -12 -13
leaf_value=-0.001279090905688647 0.0042641272564196689 0.008498676805091197 -0.0067512542290006665 -0.0011328530996916224 0.008371176882657606 0.021338030536814996 0.015502376957654903 0.01459548679307864 0.0071110781943753039 0.019014180593804057 -0.0028439466592783862 0.0082715552568108953
leaf_weight=54 93 89 92 65 52 53 53 55 1466 59 85 134
leaf_count=54 93 89 92 65 52 53 53 55 1466 59 85 134
internal_value=0 0.00194099 -0.00120408 0.0074502 0.00772851 0.0149335 0.00733066 0.00709596 0.00686555 0.00711877 0.00656435 0.0115649
internal_weight=0 274 185 2076 2011 105 1906 1853 1798 1744 1551 193
internal_count=2350 274 185 2076 2011 105 1906 1853 1798 1744 1551 193
is_linear=0
shrinkage=0.16829


Tree=5418
num_leaves=13
num_cat=0
split_feature=30 131 10 13 43 132 484 43 132 13 1213 13
split_gain=0.292942 0.189062 0.514385 0.252016 0.282899 0.144799 0.167811 0.274014 0.252588 0.154102 0.162292 0.0931654
threshold=0.086065000000000016 0.094540000000000013 -0.092019999999999977 -0.0072499999999999995 -0.053084999999999993 0.091615000000000016 0.079595000000000013 -0.020049999999999995 0.004745000000000001 -0.15310499999999996 0.084620000000000015 -0.079299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 8 11 9 -4 -11 -8
right_child=-2 3 5 -5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.010594151519777533 -0.0064583988243118494 0.0091467045951441669 -0.0017607006684287878 0.0023111859135020755 0.024430997465038837 -0.0021624382318704903 0.0088251181081488682 0.016994679181517425 0.015827554254440976 0.0060298652000538092 -0.00014905405224679237 0.0003593133135371498
leaf_weight=55 55 99 87 71 53 61 103 101 65 1411 131 58
leaf_count=55 55 99 87 71 53 61 103 101 65 1411 131 58
internal_value=0 0.00595459 0.0054517 0.0106191 0.0144879 0.00589013 0.00614218 0.0101141 0.00552682 0.0051147 0.00550377 0.00578648
internal_weight=0 2295 2072 223 152 2017 1956 262 1694 1629 1542 161
internal_count=2350 2295 2072 223 152 2017 1956 262 1694 1629 1542 161
is_linear=0
shrinkage=0.16829


Tree=5419
num_leaves=15
num_cat=0
split_feature=474 0 16 10 147 48 43 0 42 42 16 43 43 0
split_gain=0.165469 0.164157 0.247055 0.246044 0.212574 0.236572 0.144583 0.244251 0.225897 0.454186 0.212404 0.191998 0.0921313 0.03438
threshold=0.10451000000000001 0.0085900000000000021 -0.037154999999999994 -0.074314999999999978 0.089365000000000014 -0.0046349999999999994 0.0035900000000000007 -0.045754999999999997 -0.0043149999999999994 0.087675000000000017 -0.082909999999999984 -0.031974999999999996 -0.049914999999999994 0.12212000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 11 10 -10 -8 -7 -4 -14
right_child=-2 2 12 4 -6 6 8 -9 9 -11 -12 -13 13 -15
leaf_value=0.014740318439027669 0.012610774164317348 -0.0089185561965924483 -0.0021391042520342647 0.016007187531355643 -0.0045879545448890341 0.0033124012109990398 0.013373000754297617 0.014834402119219714 -0.015345382502629684 0.0024564104522361387 0.00046210123208983273 0.0073524886078099897 0.0095949736707325491 0.003431760978622812
leaf_weight=70 73 62 52 53 69 885 71 73 53 173 74 537 52 53
leaf_count=70 73 62 52 53 69 885 71 73 53 173 74 537 52 53
internal_value=0 0.00445642 6.77693e-05 0.00492256 0.00457596 0.00490639 0.00459013 0.00532861 0.00160951 -0.0017104 0.00679638 0.00483935 0.00362795 0.00650113
internal_weight=0 2277 219 2058 1988 1919 1866 1495 371 226 145 1422 157 105
internal_count=2350 2277 219 2058 1988 1919 1866 1495 371 226 145 1422 157 105
is_linear=0
shrinkage=0.16829


Tree=5420
num_leaves=14
num_cat=0
split_feature=4 12 13 13 4 376 14 12 16 49 48 13 4
split_gain=15.9145 5.71416 2.46694 2.05894 1.26784 1.08793 0.775789 0.677569 0.559462 0.479508 0.568755 0.525327 0.454983
threshold=0.30163500000000004 -0.010219999999999998 -1.0000000180025095e-35 -0.28558999999999996 -0.019794999999999997 0.048375000000000008 0.019675000000000002 0.13332500000000003 -0.50327499999999992 -0.047749999999999994 0.082225000000000006 -0.10278499999999999 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -3 -1 -6 7 9 -2 10 -5 -11 -13
right_child=2 3 -4 6 5 -7 -8 -9 -10 11 -12 12 -14
leaf_value=0.00052463171037350341 0.00051719276133393359 0.00086446706943052118 0.00092439733120940591 0.0014982835282039595 0.0013305227633156683 0.00074670567299547897 0.0018455007222521213 0.0011153807047617767 8.3944941615265084e-05 0.0018432823105246567 0.0010890174566899351 0.0015283822902901077 0.0013601014270672369
leaf_weight=65 52 57 101 87 82 61 70 52 87 53 66 1348 206
leaf_count=65 52 57 101 87 82 61 70 52 87 53 66 1348 206
internal_value=0 0.001428 0.000531799 0.00148379 0.000907805 0.00108173 0.00150253 0.00148926 0.000246277 0.00150028 0.00132197 0.00151724 0.0015061
internal_weight=0 2147 240 1939 208 143 1882 1812 139 1760 153 1607 1554
internal_count=2387 2147 240 1939 208 143 1882 1812 139 1760 153 1607 1554
is_linear=0
shrinkage=0.0032998


Tree=5421
num_leaves=19
num_cat=0
split_feature=2 10 1446 0 3 1 1 1 0 51 0 159 1186 1 159 2 151 13
split_gain=0.51204 0.229804 0.280649 0.420602 0.317697 0.265535 0.329449 0.185558 0.225417 0.179764 0.239933 0.169527 0.2576 0.196073 0.172481 0.160771 0.148697 0.0580854
threshold=0.12708000000000003 0.058500000000000003 0.08376500000000002 -0.087404999999999997 -0.085044999999999996 0.11174500000000002 0.10312500000000001 0.10932500000000002 -0.10490499999999998 -0.024714999999999997 -0.10891999999999999 0.081925000000000012 0.062435000000000011 0.085605000000000014 0.088255000000000014 0.088820000000000024 -0.00099499999999999979 -0.07692499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 11 -2 -9 -7 -11 12 15 14 -13 -1 -8 -10
right_child=7 -3 3 4 -6 9 16 8 17 10 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.0074897431579891436 0.0052417092224293516 -0.0049584411598002295 0.0099662468684346486 -0.016185536377225879 0.0017146517364480837 0.0040767923967334726 0.0050072493162974345 0.0028462697919011842 -0.014174578006907402 0.0087473287861804423 0.024008338847063947 0.015781692430308789 -0.0062314837048608939 0.018969830089331226 0.0043067167868048196 0.0037412669980483393 -0.0060674568404511424 -0.0064544573310180769
leaf_weight=734 53 62 63 56 56 52 53 53 58 62 56 52 52 56 132 585 97 55
leaf_count=734 53 62 63 56 56 52 53 53 58 62 56 52 52 56 132 585 97 55
internal_value=0 0.00512455 0.00542224 -0.0010223 -0.0072194 0.00600722 0.00539225 -0.00340941 -0.00618234 0.012367 0.0160051 0.00609492 0.00536986 0.0102293 0.00755941 0.00582859 -0.00214242 -0.0104329
internal_weight=0 2168 2106 175 112 1931 1761 219 166 170 118 1611 1371 240 184 1319 150 113
internal_count=2387 2168 2106 175 112 1931 1761 219 166 170 118 1611 1371 240 184 1319 150 113
is_linear=0
shrinkage=0.16829


Tree=5422
num_leaves=25
num_cat=0
split_feature=1 1 15 131 13 0 43 12 0 15 0 0 12 13 1455 132 15 0 15 42 13 15 15 0
split_gain=11.3514 2.71204 1.36483 0.678496 0.82007 0.634668 0.57539 0.399446 0.331263 0.326298 0.431529 0.723528 0.350389 0.282626 0.276793 0.262557 0.204474 0.186862 0.24315 0.152844 0.150299 0.110294 0.0823442 0.0658261
threshold=0.11695500000000002 0.095950000000000021 -0.088184999999999986 0.086835000000000009 -0.10899499999999999 -0.079119999999999982 -0.16802999999999998 0.023990000000000004 -0.12608499999999997 -0.14820999999999998 -0.11169999999999998 -0.14310999999999999 0.092735000000000026 0.0019650000000000002 0.084305000000000005 0.082150000000000015 -0.039984999999999993 -0.014334999999999999 0.041820000000000003 -0.095859999999999987 -0.042924999999999998 -0.066639999999999991 -0.0043649999999999991 -0.071339999999999987
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 8 4 -2 9 -7 22 -3 -1 11 -11 14 -6 19 17 -14 18 21 -12 -9 -8 -4 -20
right_child=3 2 7 -5 13 6 15 20 -10 10 12 -13 16 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25
leaf_value=0.0015665134398144696 0.00015041193610092429 0.00056767342709755902 0.00088501592233772243 0.00081962058547873219 0.00068688672039724462 0.0008540777920989915 0.0012038183163788697 0.0013804441221049216 0.00087914833703324068 0.0013114398421496954 0.0012060524550682968 0.00083584437607425982 0.0010699713333329132 0.00038594471343208353 0.001125444813164017 0.001019411561730703 0.0013327067748819844 0.0013931260560543809 0.0012304296377479739 0.0013884140649361503 0.0011498085156459814 0.0010006395327917192 0.0010759354832763047 0.0013652608250659226
leaf_weight=58 73 73 54 66 95 53 60 59 78 101 57 54 81 54 53 63 57 84 97 747 72 64 52 82
leaf_count=58 73 73 54 66 95 53 60 59 78 101 57 54 81 54 53 63 57 84 97 747 72 64 52 82
internal_value=0 0.0012241 0.000974644 0.000525264 0.000437594 0.00128065 0.0011815 0.00113113 0.000728801 0.00132191 0.00130954 0.00114598 0.00133499 0.000578057 0.0013601 0.00121999 0.00117875 0.00125255 0.00121346 0.00137553 0.00125395 0.00109924 0.000979007 0.00129239
internal_weight=0 2099 388 288 222 1711 503 237 151 1208 1150 155 995 149 857 450 138 387 303 804 131 124 106 179
internal_count=2387 2099 388 288 222 1711 503 237 151 1208 1150 155 995 149 857 450 138 387 303 804 131 124 106 179
is_linear=0
shrinkage=0.0032998


Tree=5423
num_leaves=11
num_cat=0
split_feature=3 15 34 15 43 3 3 1 49 43
split_gain=0.467089 0.250563 0.330272 0.323077 0.271695 0.20125 0.31655 0.32007 0.105008 0.0259684
threshold=0.31370500000000007 -0.41971499999999995 -0.0011599999999999998 -0.14820999999999998 -0.50504499999999986 0.12991000000000003 0.091170000000000015 0.098370000000000027 0.089355000000000004 -0.069434999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 8 -5 6 7 -6 -4 -1
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11
leaf_value=-0.0057426923419892709 -0.0074658507175861984 0.018107144977865305 0.019493428190055496 -0.007466885183480175 0.0059381036117567938 0.014538468473542726 -0.0046646525634172322 -0.00056062875152101998 0.0088082678305238804 -0.00040987346575353204
leaf_weight=52 89 56 52 52 1572 59 100 248 54 53
leaf_count=52 89 56 52 52 1572 59 100 248 54 53
internal_value=0 0.00495207 0.00533689 0.0050014 0.00452737 0.00484344 0.00454459 0.00505157 0.014067 -0.003068
internal_weight=0 2298 2193 2137 2031 1979 1920 1820 106 105
internal_count=2387 2298 2193 2137 2031 1979 1920 1820 106 105
is_linear=0
shrinkage=0.16829


Tree=5424
num_leaves=28
num_cat=0
split_feature=1 52 3 10 12 12 43 12 3 4 3 13 13 4 402 1 3 1 402 4 3 151 3 42 3 12 4
split_gain=18.6848 4.0495 1.72873 1.52854 1.22402 0.962949 0.842368 0.746045 0.602358 0.559606 0.531228 0.468648 0.438349 0.404148 0.379317 0.365145 0.391702 0.322277 0.302267 0.267292 0.264297 0.238706 0.183978 0.132029 0.0941663 0.155846 0.0935797
threshold=0.10312500000000001 -0.41304999999999997 -0.055839999999999994 -0.011559999999999999 0.077755000000000005 0.092495000000000008 -0.073404999999999984 -1.0000000180025095e-35 0.096440000000000012 0.30163500000000004 0.149315 -0.0098899999999999978 -0.11122999999999998 -0.0086449999999999982 0.11232500000000002 0.079020000000000021 -0.087414999999999979 0.086390000000000008 0.023625000000000004 -0.086969999999999978 -0.096404999999999991 -0.085164999999999977 -0.076099999999999987 0.089485000000000023 -0.071519999999999986 0.094435000000000005 -0.014854999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 9 -4 6 12 -1 11 17 -3 -9 23 -6 18 15 20 -17 -8 19 -7 -14 -22 -15 -5 25 -21 -18
right_child=1 2 3 7 5 13 8 10 -10 -11 -12 -13 14 22 -16 16 26 -19 -20 24 21 -23 -24 -25 -26 -27 -28
leaf_value=0.00094847543728599718 0.001557836122752099 0.0011899267925991862 4.5603061774612603e-05 0.0007084805040115257 0.0018382266050477674 0.0016393099022114538 0.001616673980924225 0.0010071820830808668 0.0010668252378809113 0.00075022286898514929 0.00057781549818856936 0.0002251064454653529 0.0017446603897261301 0.0013542094991991931 0.0018046066819266495 0.0011409911534214002 0.001551103071652142 0.0012780513133240025 0.0012019118337561641 0.0015213451749009671 0.0017026899503922988 0.0015045489507359449 0.0011279972636182866 0.00048202406331177878 0.0015373214651819248 0.0013055995590963469 0.0013744891006900687
leaf_weight=76 61 68 58 62 54 81 80 73 54 60 56 52 70 77 53 53 84 52 54 57 78 594 87 54 57 119 63
leaf_count=76 61 68 58 62 54 81 80 73 54 60 56 52 70 77 53 53 84 52 54 57 78 594 87 54 57 119 63
internal_value=0 0.000756297 0.000654995 0.000536236 0.00145243 0.00148716 0.00124271 0.000631931 0.00136275 0.000984091 0.000821064 0.000486495 0.00154543 0.00137222 0.0015295 0.00151398 0.00138714 0.00148354 0.00143353 0.00147325 0.00154812 0.0015276 0.00123442 0.000603365 0.00141537 0.00137567 0.00147565
internal_weight=0 544 483 355 1843 1581 262 297 186 128 129 168 1049 532 995 942 200 132 368 314 742 672 164 116 233 176 147
internal_count=2387 544 483 355 1843 1581 262 297 186 128 129 168 1049 532 995 942 200 132 368 314 742 672 164 116 233 176 147
is_linear=0
shrinkage=0.0032998


Tree=5425
num_leaves=21
num_cat=0
split_feature=1 16 1 1 1 50 42 48 3 159 13 4 13 4 1213 2 2 13 16 3
split_gain=0.394401 0.371019 0.250401 0.219726 0.355628 0.223255 0.202383 0.37625 0.372899 0.290314 0.333875 0.281416 0.214396 0.212239 0.168424 0.138152 0.199094 0.246238 0.144473 0.0557281
threshold=0.11869500000000001 -0.41863499999999992 0.10234000000000001 0.104035 0.11282000000000002 -0.23452499999999996 0.085545000000000024 0.092150000000000024 -0.082304999999999975 0.040035000000000008 -0.009244999999999998 -0.082869999999999985 0.11466000000000001 -0.079554999999999987 -0.09897499999999998 -1.0000000180025095e-35 0.12293000000000001 -0.39067499999999994 -0.11118499999999999 -0.022604999999999997
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 2 -1 5 19 -3 9 8 11 12 -11 -8 14 -10 -7 -2 -17 -18 -19 -5
right_child=15 3 -4 4 -6 6 7 -9 13 10 -12 -13 -14 -15 -16 16 17 18 -20 -21
leaf_value=0.007401274248423519 -0.0078786479944495807 0.016446858770481909 0.020019178710879156 -0.0029181287946841604 0.0086039531636491196 -0.0034169623772724975 0.023680002620519343 -0.0048968642106261857 -0.0040432769466860162 -0.01148952755562882 0.004654820477110932 0.010062717297152258 -0.0043206641561619047 0.0073960095097822419 0.0062916822862596703 0.009772949654453595 0.0072407261820316027 -0.00011502422520592959 -0.012416895124004245 -0.010732978160337718
leaf_weight=102 64 52 80 52 70 54 68 63 52 71 74 119 66 382 754 55 55 52 57 53
leaf_count=102 64 52 80 52 70 54 68 63 52 71 74 119 66 382 754 55 55 52 57 53
internal_value=0 0.00568767 0.0129575 0.00500119 -0.000676079 0.00556833 0.0052351 0.00747694 0.00873515 0.00372851 -0.00323795 0.0150241 0.00488633 0.00602126 0.00564061 -0.000997264 0.00100553 -0.00192381 -0.0065646 -0.00687988
internal_weight=0 2112 182 1930 175 1755 1703 684 621 1019 145 187 874 434 808 283 219 164 109 105
internal_count=2395 2112 182 1930 175 1755 1703 684 621 1019 145 187 874 434 808 283 219 164 109 105
is_linear=0
shrinkage=0.16829


Tree=5426
num_leaves=22
num_cat=0
split_feature=1 0 39 12 52 475 157 1 1 3 48 3 12 0 13 12 50 3 52 12 48
split_gain=0.272925 0.246784 0.250063 0.269892 0.19238 0.344885 0.323874 0.183556 0.333191 0.172433 0.162462 0.32643 0.179569 0.314068 0.102691 0.09279 0.0896026 0.131914 0.0988719 0.0866932 0.080041
threshold=0.11869500000000001 -0.00077999999999999999 0.10308000000000002 -0.029844999999999997 -0.030899999999999997 -0.0095899999999999978 -0.08107499999999998 0.10797500000000002 0.096325000000000008 -0.15956499999999998 0.10255000000000002 0.09722500000000002 0.083425000000000013 -0.10075499999999998 -0.086029999999999981 0.087355000000000002 0.10583000000000002 -0.078129999999999991 0.088555000000000009 0.092550000000000007 0.084260000000000015
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=4 2 3 -2 5 6 -1 8 14 -6 11 12 13 -11 -7 -8 18 -18 -14 20 -16
right_child=1 -3 -4 -5 9 7 15 -9 -10 10 -12 -13 16 -15 19 -17 17 -19 -20 -21 -22
leaf_value=-0.014002785694966293 0.01261812329043431 -0.010951952022823629 -0.0078163735565659771 -0.00094305097773127243 0.015239396505724199 -0.0010097745099007021 0.0063862917731291281 0.013137521036806508 -0.0065183520720630351 0.0068833226696556225 -0.0023288016630737857 0.01811154405206249 0.0067504388090278205 -0.0085235188849078075 0.01218442814330181 -0.0029127622645681982 0.013695750718686443 0.0030818145211907793 0.003257811446956198 0.0029179554128991353 0.0047595607043902982
leaf_weight=60 73 55 59 96 53 52 53 64 77 82 72 59 616 69 108 71 94 52 370 92 68
leaf_count=60 73 55 59 96 53 52 53 64 77 82 72 59 616 69 108 71 94 52 370 92 68
internal_value=0 -0.000829434 0.00160452 0.0049041 0.00473064 0.00230372 -0.00385054 0.00476398 0.00340957 0.00579646 0.00544125 0.00585946 0.00529463 -0.000144992 0.00580409 0.00104734 0.00602182 0.00992775 0.00544164 0.00713289 0.00932594
internal_weight=0 283 228 169 2112 645 184 461 397 1467 1414 1342 1283 151 320 124 1132 146 986 268 176
internal_count=2395 283 228 169 2112 645 184 461 397 1467 1414 1342 1283 151 320 124 1132 146 986 268 176
is_linear=0
shrinkage=0.16829


Tree=5427
num_leaves=21
num_cat=0
split_feature=2 2 2 14 2 0 16 49 16 481 51 2 393 0 16 2 2 0 16 2
split_gain=13.5335 5.15716 2.6451 2.17485 1.27133 0.929942 0.677392 0.489414 0.440376 0.414983 0.363728 0.342793 0.310696 0.34474 0.27977 0.269599 0.219911 0.25085 0.0745199 0.0543969
threshold=0.12454500000000002 -1.0000000180025095e-35 0.099675000000000014 0.062655000000000016 0.17730000000000004 -0.076539999999999983 0.51148500000000008 -0.03195499999999999 -0.019749999999999993 -0.0015899999999999998 -1.0000000180025095e-35 0.13673000000000005 0.083525000000000016 -0.098179999999999976 0.40304500000000004 0.114805 0.088475000000000012 -0.085719999999999977 -0.13895999999999997 0.085730000000000015
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 5 3 9 11 -1 7 -4 15 16 -10 -2 13 19 -15 -9 17 -3 -13 -11
right_child=4 2 6 -5 -6 -7 -8 8 10 12 -12 18 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.00093431164007346424 0.00068590077356682998 0.001469010222366668 0.0007335520587552994 0.0018771811756038313 -6.7126133734952319e-05 0.00039298750306578675 0.0012866337034598324 0.0012361035543051926 0.001031301169157078 0.0011757055294033749 0.00066820837223376508 0.00049362679126742067 0.001439636405839654 0.0012702224001976661 0.0010399879541997186 0.00094627756095409918 0.0015952117217157074 0.001178696938294168 0.00032784383795318435 0.0010483026916081367
leaf_weight=55 70 76 90 67 55 94 78 100 67 66 56 52 87 965 63 56 54 60 74 110
leaf_count=55 70 76 90 67 55 94 78 100 67 66 56 52 87 965 63 56 54 60 74 110
internal_value=0 0.00118569 0.00122993 0.00129458 0.000375639 0.000593042 0.00100598 0.000946557 0.00101514 0.00126819 0.000866277 0.000500064 0.00124677 0.00123281 0.00125615 0.00113229 0.00141357 0.00134119 0.000396542 0.00109628
internal_weight=0 2144 1995 1548 251 149 447 369 279 1481 123 196 1291 1204 1028 156 190 136 126 176
internal_count=2395 2144 1995 1548 251 149 447 369 279 1481 123 196 1291 1204 1028 156 190 136 126 176
is_linear=0
shrinkage=0.0032998


Tree=5428
num_leaves=29
num_cat=0
split_feature=4 12 15 15 150 15 4 15 159 43 0 43 0 160 16 0 1213 43 16 12 16 15 130 42 15 42 130 4
split_gain=16.3345 7.58918 1.60801 1.59708 1.41273 1.11833 1.16409 0.947602 1.30834 0.848664 0.676919 0.543689 0.460432 0.548048 0.432521 0.429128 0.362754 0.337876 0.459956 0.294534 0.401618 0.271714 0.180852 0.1601 0.153512 0.152685 0.148583 0.0976634
threshold=0.30163500000000004 0.054520000000000006 0.035560000000000008 0.13106500000000001 0.091105000000000005 0.03981500000000001 -0.10429499999999998 -0.42443999999999993 0.10579500000000001 -0.031974999999999996 -0.099059999999999995 -0.086949999999999986 -0.074274999999999994 -0.057984999999999988 -0.036039999999999996 -0.08176499999999999 -0.086554999999999979 -0.082534999999999983 -0.0081349999999999981 0.093765000000000015 0.41378500000000007 0.087865000000000013 -0.00077999999999999999 0.08592000000000001 -0.015464999999999998 -0.010169999999999998 0.0062100000000000011 -0.011964999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 9 12 -7 8 -2 11 -9 -1 17 -14 -11 16 -8 23 25 -15 -21 -17 -18 27 -16 -19 -23 -3
right_child=7 3 -4 -5 -6 6 15 10 -10 14 -12 -13 13 19 24 21 22 18 -20 20 -22 26 -24 -25 -26 -27 -28 -29
leaf_value=0.0011377940222048568 0.001141686197038866 0.0017129517831207246 0.0016282637605261941 0.001054515506699216 0.00053782261448524998 0.0021820895208815982 0.0015772744087538934 0.00066156873485970072 0.00049926772622100419 0.0010703219386971104 0.00018598849648469591 0.00068189089809853488 0.0011219672186225636 0.0016848992739457332 0.0015226930393273095 0.0017982098164608764 0.0016896953563076429 0.001455831623511455 0.0013302644765872398 0.0011845684960962197 0.0015620143346981004 0.0015895810807823158 0.0018759754446741491 0.0018046774593065535 0.0012642363944898435 0.001648074278159448 0.0013895922218010073 0.0015467343681424633
leaf_weight=53 73 78 56 56 55 54 94 72 66 83 60 63 54 65 52 63 88 65 100 53 77 255 193 83 54 184 52 94
leaf_count=53 73 78 56 56 55 54 94 72 66 83 60 63 54 65 52 63 88 65 100 53 77 255 193 83 54 184 52 94
internal_value=0 0.00150697 0.00110702 0.00160436 0.00102584 0.00162298 0.00171208 0.000646468 0.000836906 0.00111373 0.000445663 0.000890495 0.00153947 0.00141875 0.00125056 0.00167797 0.00175758 0.00158919 0.00152141 0.00150075 0.0014084 0.00159719 0.00181776 0.00168181 0.00139136 0.00159803 0.00155582 0.00162232
internal_weight=0 2124 416 1708 360 1652 799 271 139 305 132 116 853 249 189 745 375 604 349 195 130 370 281 255 106 249 307 172
internal_count=2395 2124 416 1708 360 1652 799 271 139 305 132 116 853 249 189 745 375 604 349 195 130 370 281 255 106 249 307 172
is_linear=0
shrinkage=0.0032998


Tree=5429
num_leaves=18
num_cat=0
split_feature=2 15 16 2 0 0 0 456 15 3 2 0 0 123 1211 0 15
split_gain=0.302888 0.269573 0.265763 0.382639 0.298263 0.251225 0.336405 0.201378 0.18962 0.280286 0.56305 0.259931 0.169217 0.158168 0.158104 0.119147 0.0847971
threshold=0.114805 -0.029334999999999996 -0.54057999999999995 -0.007134999999999999 0.0037850000000000002 -0.070064999999999975 -0.13740499999999997 0.088285000000000016 0.041820000000000003 -0.12077499999999998 0.10322500000000003 -0.067969999999999989 -0.11208499999999998 0.084235000000000018 0.087635000000000005 -0.11471499999999998 -0.13800499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -4 6 -2 8 9 10 -5 12 -10 15 -14 -11 -7
right_child=1 -3 3 7 -6 16 -8 -9 11 13 -12 -13 14 -15 -16 -17 -18
leaf_value=0.017583329925333409 0.0006516271703988966 -0.0066159110397218737 0.0039707868965700027 -0.015599840364851644 -0.013002806829237131 -0.0063562892640163099 0.017074890617401035 0.015275224470116013 0.01536469798582819 0.00014637919800400184 0.0083634279889461764 0.019135588170045001 0.0053941070021901582 0.014319333744852459 0.013044799101314401 0.0057822930941772962 0.0022830558377143484
leaf_weight=56 74 99 67 55 52 60 68 70 65 127 56 55 609 54 88 671 69
leaf_count=56 74 99 67 55 52 60 68 70 65 127 56 55 609 54 88 671 69
internal_value=0 0.00089322 0.00613552 0.00580902 -0.00343115 0.00364304 0.00852894 0.00640436 0.0060545 0.00445037 -0.00349408 0.00794309 0.00713288 0.0054875 0.00636263 0.0048876 -0.00172132
internal_weight=0 370 2025 1969 119 271 142 1850 1780 963 111 817 762 852 697 798 129
internal_count=2395 370 2025 1969 119 271 142 1850 1780 963 111 817 762 852 697 798 129
is_linear=0
shrinkage=0.16829


Tree=5430
num_leaves=15
num_cat=0
split_feature=2 15 2 1213 403 11 0 3 393 4 2 4 1212 13
split_gain=0.476704 0.253341 0.304909 0.146859 0.40698 0.130125 0.358558 0.136429 0.190281 0.125912 0.412773 0.278858 0.120046 0.0974713
threshold=0.13631000000000001 -0.40312499999999996 0.15398500000000001 -0.066379999999999981 -0.085764999999999994 0.080455000000000013 0.12113000000000002 -0.15500999999999998 0.10317000000000003 0.41816000000000003 -0.0091949999999999983 -0.08916499999999998 0.087685000000000013 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 7 -7 -5 9 10 -9 -12 13 -6
right_child=1 2 -4 5 12 6 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.02069115046647093 0.0055787924018520689 0.00018278714177637586 -0.017193286217586513 -0.0038484531097237608 0.0036412313182820162 0.016618772025863777 -0.0010280684522464131 -0.0082862936936842508 0.014688841418387341 0.01023830102305053 0.011576418949347383 0.0038358594822128127 -0.00022817242363790867 0.01197911710957051
leaf_weight=64 53 57 57 55 76 84 53 74 52 97 146 1386 71 85
leaf_count=64 53 57 57 55 76 84 53 74 52 97 146 1386 71 85
internal_value=0 -0.00401395 -0.00848949 0.00530032 0.00879996 0.00476735 0.00977878 0.00438704 0.00464615 0.00433845 0.00398099 0.00457471 0.00551189 0.00805438
internal_weight=0 167 114 2243 296 1947 137 1810 1755 1703 1606 1532 232 161
internal_count=2410 167 114 2243 296 1947 137 1810 1755 1703 1606 1532 232 161
is_linear=0
shrinkage=0.16829


Tree=5431
num_leaves=23
num_cat=0
split_feature=1 3 12 0 4 0 2 2 34 3 2 4 3 0 13 43 151 0 50 2 0 43
split_gain=22.3581 4.36808 2.83144 2.05199 1.98324 2.38978 1.78042 1.62984 1.52348 1.26328 1.12522 1.02343 0.676452 0.70596 0.567483 1.36213 0.331525 0.297239 0.218142 0.150726 0.105143 0.164632
threshold=0.10752500000000002 -0.049204999999999992 0.054520000000000006 -0.14216999999999999 -0.16772499999999999 -0.071339999999999987 0.14530500000000005 0.11444000000000001 -1.0000000180025095e-35 0.092330000000000009 0.093765000000000015 0.0063250000000000008 -0.15956499999999998 -0.079119999999999982 -0.28558999999999996 -0.049914999999999994 -0.10093499999999998 -0.089704999999999993 0.089465000000000017 0.10925000000000001 -0.095104999999999981 -0.073574999999999988
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 7 4 -4 -1 9 8 -2 -3 10 -6 12 -5 16 -10 -16 -14 -18 19 -15 -13 -22
right_child=1 6 3 11 5 -7 -8 -9 14 -11 -12 20 13 18 15 -17 17 -19 -20 -21 21 -23
leaf_value=0.001898710573549023 0.0016048019203883019 0.00028372506691728245 0.002354181928853618 0.0021090961471966689 0.0018607003447764336 0.00064532616703714941 0.00017985089500301661 0.00090390545542078018 0.00064653025950198932 0.0010152352095702181 0.0012759779118492831 0.0014117025320119062 0.001551775387409648 0.0015414954773260519 0.00064481215344832548 0.001349506241088701 0.0019369706822313178 0.001776834377801685 0.0017717284865698148 0.0017209147668615376 0.0016914703658965785 0.0014546520504189983
leaf_weight=70 92 52 58 57 80 53 70 60 55 57 66 82 61 245 52 71 163 672 88 70 65 71
leaf_count=70 92 52 58 57 80 53 70 60 55 57 66 82 61 245 52 71 163 672 88 70 65 71
internal_value=0 0.000872423 0.00168682 0.00174299 0.0014055 0.0012705 0.000641295 0.00132836 0.000781581 0.00143354 0.00159662 0.00172045 0.00175434 0.00173875 0.000926825 0.00105187 0.00179072 0.00180814 0.00162311 0.00158148 0.00150943 0.0015681
internal_weight=0 452 1958 1632 326 256 300 152 230 203 146 1574 1356 1299 178 123 896 835 403 315 218 136
internal_count=2410 452 1958 1632 326 256 300 152 230 203 146 1574 1356 1299 178 123 896 835 403 315 218 136
is_linear=0
shrinkage=0.0032998


Tree=5432
num_leaves=22
num_cat=0
split_feature=1 14 2 150 15 2 3 16 0 16 3 0 15 3 3 3 42 42 2 1 0
split_gain=13.2435 2.35027 2.19537 1.05591 1.02078 0.90666 0.778859 0.434135 0.66757 0.417374 0.389152 0.392979 0.337354 0.306908 0.276143 0.253284 0.377216 0.240586 0.187537 0.141503 0.110451
threshold=0.10752500000000002 0.076175000000000007 0.13880500000000004 0.10980500000000001 -0.24042999999999998 0.099675000000000014 -0.036004999999999988 0.52822500000000006 -0.019414999999999998 -0.019749999999999993 -0.12595999999999999 -0.079119999999999982 0.022565000000000005 -0.017449999999999997 -0.059629999999999996 0.06269000000000001 0.084645000000000012 0.09087000000000002 0.15630500000000003 0.12958500000000003 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 19 10 17 8 12 -8 -1 15 13 -7 20 16 -12 -6 -4 -2 -13
right_child=2 -3 18 -5 6 7 9 -9 -10 -11 11 14 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0015471901952968552 0.00062967902677618605 0.0018727487509142061 0.00037436041878579279 0.00084188590632825128 0.0012656917829064968 0.0011452506422635787 0.00088956995484088832 0.0013663893632353834 0.00072934722168901327 0.00048938048882310166 0.0013876060727572679 0.00118315091602938 0.0013269977251548482 0.00086643615393365017 0.00099126539146148895 0.0010866657942286174 0.0012566271329718546 0.00094511474719164562 0.0001028396445973605 0.00039935215162380694 0.0013398643618923252
leaf_weight=64 61 66 53 71 52 151 64 64 54 52 510 175 73 62 69 53 471 53 59 58 75
leaf_count=64 61 66 53 71 52 151 64 64 54 52 510 175 73 62 69 53 471 53 59 58 75
internal_value=0 0.0012596 0.000632777 0.00123819 0.000764813 0.00125362 0.000897706 0.00111509 0.00106769 0.000710478 0.00129309 0.00128105 0.00113144 0.00106426 0.00117871 0.00131259 0.00132476 0.00110421 0.000231642 0.000517715 0.00123031
internal_weight=0 1958 452 1892 340 1821 221 404 340 116 1417 1353 286 213 319 1034 981 105 112 119 250
internal_count=2410 1958 452 1892 340 1821 221 404 340 116 1417 1353 286 213 319 1034 981 105 112 119 250
is_linear=0
shrinkage=0.0032998


Tree=5433
num_leaves=22
num_cat=0
split_feature=1 15 150 12 52 51 48 16 11 1 16 42 48 16 1204 16 12 394 1213 130 1
split_gain=0.37967 0.369604 0.22018 0.215511 0.309208 0.225498 0.207699 0.198062 0.194089 0.441268 0.116523 0.149337 0.19075 0.147913 0.143379 0.111231 0.174393 0.0813763 0.0804996 0.0569614 0.0436303
threshold=0.10752500000000002 1.0000000180025095e-35 0.10980500000000001 -0.083994999999999986 0.061255000000000011 -0.069704999999999989 0.094925000000000023 -0.23071499999999998 1.0000000180025095e-35 0.081755000000000008 -0.083479999999999985 -0.093464999999999979 -0.0046349999999999994 -0.080419999999999978 -1.0000000180025095e-35 -0.26987499999999992 0.084475000000000008 -0.0088999999999999982 -0.087969999999999979 0.085235000000000019 0.12258000000000001
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=2 3 8 7 5 -5 20 -2 10 -10 15 19 -13 -14 -15 -1 -17 -18 -19 -12 -7
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 11 12 13 14 -16 16 17 18 -20 -21 -22
leaf_value=0.0039072943417547638 0.0037312604905812021 -0.011269234273129746 -0.0022438055806106821 0.00015602713126371394 -0.0057514138773213956 0.019384143695172516 0.003243529328751737 -0.010374083954692311 0.0012854357050474873 0.020888963180756767 0.015643327033455577 0.015226393801626759 -0.0015154537744126412 0.013925901833066441 0.0048958271995214811 0.017489750742444771 0.013769697016840429 0.0012207723703971324 0.0085943223897987434 0.0082821235064203975 0.012525352485934687
leaf_weight=103 60 56 71 66 53 56 54 53 53 85 53 52 96 53 895 75 68 52 230 72 54
leaf_count=103 60 56 71 66 53 56 54 53 53 85 53 52 96 53 895 75 68 52 230 72 54
internal_value=0 0.00152052 0.00693707 0.0033337 0.0058166 0.00849008 0.0118331 -0.00286862 0.00728346 0.0133731 0.00680195 0.00589429 0.0052627 0.00476471 0.00540257 0.00889751 0.0101027 0.00851459 0.00724103 0.0114176 0.0160334
internal_weight=0 452 1958 396 283 230 164 113 1887 138 1749 1221 1096 1044 948 528 425 350 282 125 110
internal_count=2410 452 1958 396 283 230 164 113 1887 138 1749 1221 1096 1044 948 528 425 350 282 125 110
is_linear=0
shrinkage=0.16829


Tree=5434
num_leaves=15
num_cat=0
split_feature=2 14 41 14 0 160 13 1447 1447 15 2 160 3 3
split_gain=0.362365 0.205636 0.232585 0.310311 0.191648 0.272725 0.201799 0.246515 0.277002 0.155635 0.23598 0.134504 0.267121 0.0927064
threshold=0.13631000000000001 -0.087574999999999986 0.081560000000000007 0.076175000000000007 -0.10891999999999999 -0.0096849999999999974 -0.086919999999999983 -0.085804999999999979 -0.082229999999999984 -0.40312499999999996 0.15227000000000004 -1.0000000180025095e-35 -0.081784999999999983 0.092330000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 11 -8 -9 -2 -11 -6 -13 -7
right_child=9 2 -4 -5 6 13 7 8 -10 10 -12 12 -14 -15
leaf_value=0.014108098644679603 0.0048871255711990715 -0.0098977466101569499 -0.0034819979164049382 0.017687246907281406 0.0040631882067887429 0.0072179439708535175 -0.0056570903002860278 0.017265637565794661 0.0049605532114710997 0.002192277981478761 -0.013155006553626433 0.019661298161457456 0.0074189914952497308 -0.00010997393105455215
leaf_weight=76 53 53 84 58 85 102 59 54 1362 52 62 81 136 93
leaf_count=76 53 53 84 58 85 102 59 54 1362 52 62 81 136 93
internal_value=0 0.00549004 0.00518697 0.00553742 0.00518854 0.000797697 0.00580031 0.00498634 0.00543108 -0.00262875 -0.00613873 0.00976991 0.011997 0.00371388
internal_weight=0 2243 2167 2083 2025 248 1777 1475 1416 167 114 302 217 195
internal_count=2410 2243 2167 2083 2025 248 1777 1475 1416 167 114 302 217 195
is_linear=0
shrinkage=0.16829


Tree=5435
num_leaves=16
num_cat=0
split_feature=3 40 15 1348 13 0 43 483 0 151 3 3 1 13 0
split_gain=0.507367 0.323461 0.262132 0.241975 0.329484 0.238567 0.209293 0.208172 0.174279 0.27151 0.152086 0.144035 0.12265 0.113267 0.0725922
threshold=0.31299000000000005 0.0046150000000000002 -0.44206999999999991 0.084370000000000014 -0.0059899999999999997 -0.072864999999999985 -0.11227499999999999 0.10761000000000003 -0.13972999999999997 -1.0000000180025095e-35 -0.082844999999999988 -0.046329999999999989 0.10061500000000002 0.019675000000000002 0.057400000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 8 -4 11 9 -6 -10 -8 13 -7 -14
right_child=-2 -3 3 -5 5 12 7 -9 10 -11 -12 -13 14 -15 -16
leaf_value=-0.0046487989959802765 -0.008509357110401251 -0.0091304517304281636 -0.0065213861291512744 -0.0066580367848721057 0.0019560234489521453 0.00326831510606124 0.0050143715597995063 -0.0063366731752391072 0.0057168535397664599 0.017448367295291898 -0.0026637737684631064 -0.00030694907283330307 0.020844822980720382 0.012938055513401998 0.011952517955781073
leaf_weight=89 96 52 57 52 57 60 1102 54 218 74 85 165 54 82 53
leaf_count=89 96 52 57 52 57 60 1102 54 218 74 85 165 54 82 53
internal_value=0 0.00397746 0.00428782 0.00466508 0.00495164 0.00797604 0.00345131 0.00388298 0.005586 0.0107211 0.00335992 0.00431996 0.0121346 0.0088649 0.016457
internal_weight=0 2254 2202 2113 2061 683 1378 1321 434 131 303 1267 249 142 107
internal_count=2350 2254 2202 2113 2061 683 1378 1321 434 131 303 1267 249 142 107
is_linear=0
shrinkage=0.16829


Tree=5436
num_leaves=12
num_cat=0
split_feature=3 40 475 1375 51 51 43 2 12 13 12
split_gain=0.351028 0.223828 0.209224 0.19271 0.190938 0.26043 0.254924 0.213705 0.362498 0.242479 0.1652
threshold=0.31299000000000005 0.0046150000000000002 0.062280000000000009 -0.092319999999999985 -0.17169499999999996 -0.091149999999999981 -0.0073499999999999998 0.10255500000000002 0.083785000000000012 -0.089624999999999982 0.094760000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 -6 8 -7 -9 -5
right_child=-2 -3 -4 4 5 7 -8 9 -10 -11 -12
leaf_value=-0.0065165073396750185 -0.0070773191675861579 -0.0075938904089083263 0.013922791853319299 0.015939443562924507 -0.013377806268880141 0.010134453845512788 0.0026408006610152048 -0.0087923592968940888 0.0032705973300477462 0.0020879560074477193 0.0045270951074814995
leaf_weight=55 96 52 54 63 52 268 61 71 1176 317 85
leaf_count=55 96 52 54 63 52 268 61 71 1176 317 85
internal_value=0 0.00330809 0.00356636 0.00330517 0.00356412 0.00311934 -0.0047147 0.00360354 0.00454574 9.234e-05 0.00939719
internal_weight=0 2254 2202 2148 2093 1945 113 1832 1444 388 148
internal_count=2350 2254 2202 2148 2093 1945 113 1832 1444 388 148
is_linear=0
shrinkage=0.16829


Tree=5437
num_leaves=18
num_cat=0
split_feature=30 0 4 16 447 16 15 1213 43 0 16 0 4 474 156 0 4
split_gain=0.379005 0.251878 0.313603 0.190385 0.216248 0.210488 0.207424 0.183599 0.346641 0.231897 0.337224 0.306791 0.150777 0.141127 0.0946101 0.0654284 0.0973403
threshold=0.086430000000000021 0.12500000000000003 -0.26545999999999997 0.0086100000000000013 0.086460000000000023 0.066275000000000014 0.016500000000000004 0.0049450000000000006 -0.0012249999999999997 -0.14712999999999996 -0.49181999999999998 -0.18901999999999997 -0.081079999999999985 0.023345000000000001 0.091015000000000013 -0.052619999999999993 0.056815000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 7 6 -5 9 12 11 -11 -4 -9 15 -1 16 -7
right_child=-2 -3 3 5 -6 13 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.015478435061029536 -0.011030891367552908 -0.0074990917263095484 0.0057277839539384787 -0.013515056847958014 -0.0068297521550080053 -0.0011574767258464148 0.0006404502661891703 -0.00091575899843668914 -0.011042687535913582 0.016528086757659825 0.0045648648924628268 -0.007387419462933302 0.010222494996358005 0.0087008932439226975 0.0061570837980183205 -0.0052936924230670571 0.0074791782548049059
leaf_weight=68 58 66 100 61 57 127 56 82 66 71 1148 102 59 64 58 55 52
leaf_count=68 58 66 100 61 57 127 56 82 66 71 1148 102 59 64 58 55 52
internal_value=0 0.00273862 0.00304297 0.00255258 0.00334798 -0.000672614 -0.00672442 0.00370543 -0.000969963 0.00438777 0.00526313 -0.000885851 0.00373219 0.0016974 0.0112019 -0.000210407 0.00134146
internal_weight=0 2292 2226 2100 1685 415 117 1628 207 1421 1219 202 141 298 126 234 179
internal_count=2350 2292 2226 2100 1685 415 117 1628 207 1421 1219 202 141 298 126 234 179
is_linear=0
shrinkage=0.16829


Tree=5438
num_leaves=22
num_cat=0
split_feature=1 123 15 16 15 12 40 147 13 14 15 132 12 12 160 1456 13 52 13 52 1
split_gain=36.6097 4.45115 3.67745 3.15511 1.91556 2.18631 1.17663 1.06577 0.784986 0.760043 0.713058 0.708938 0.700453 0.548916 0.514298 0.535144 0.384487 0.361362 0.311462 0.174438 0.127742
threshold=0.10932500000000002 1.0000000180025095e-35 -0.26826999999999995 0.26391000000000003 0.022565000000000005 0.083785000000000012 -1.0000000180025095e-35 0.088145000000000015 -0.16392499999999996 -0.42214499999999994 0.11852500000000001 0.082230000000000011 0.097145000000000023 -0.077034999999999978 -0.082539999999999988 0.04871000000000001 -0.09219999999999999 0.11232500000000002 -0.088374999999999995 -1.0000000180025095e-35 0.083065000000000014
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 4 9 6 7 -6 -4 11 -8 -2 16 12 14 -11 20 -16 -7 18 -18 -14 -1
right_child=2 -3 3 -5 5 10 8 -9 -10 13 -12 -13 19 -15 15 -17 17 -19 -20 -21 -22
leaf_value=0.0023189439814244768 0.0010599537274969481 0.0014945540090090463 0.00078331691800697842 0.0020573950845731606 0.0028324677071334585 0.0025723132953496125 0.0010450194897245598 0.0016777656922619493 0.0015493883817228064 0.00035044271679011599 0.0019878595587566796 0.0018737318695383229 0.0020945437327284603 0.00081831399580458331 0.0021343137037052704 0.0024665755020901467 0.0020829043350481823 0.002089125518850848 0.0023579505480696402 0.0018579899153325925 0.0025094531259964182
leaf_weight=145 54 93 59 57 92 65 58 53 82 56 77 86 76 54 429 62 52 80 489 70 61
leaf_count=145 54 93 59 57 92 65 58 53 82 56 77 86 76 54 429 62 52 80 489 70 61
internal_value=0 0.0022 0.00112479 0.00137209 0.00223569 0.0023503 0.00117561 0.00213587 0.00134069 0.000738547 0.00229212 0.00216197 0.00219133 0.000580445 0.00223526 0.00217634 0.00232622 0.0023004 0.00233158 0.00198137 0.00237553
internal_weight=0 1930 420 256 1837 855 199 982 140 164 763 929 843 110 697 491 686 621 541 146 206
internal_count=2350 1930 420 256 1837 855 199 982 140 164 763 929 843 110 697 491 686 621 541 146 206
is_linear=0
shrinkage=0.0032998


Tree=5439
num_leaves=10
num_cat=0
split_feature=0 31 1348 48 0 16 12 39 1447
split_gain=0.268947 0.259718 0.206571 0.218269 0.172085 0.21544 0.200571 0.236227 0.139575
threshold=0.14486500000000005 -0.019269999999999999 0.084895000000000012 -0.082444999999999977 -0.0088949999999999984 0.15454000000000004 -0.11875499999999999 0.089130000000000015 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 8 -8
right_child=-2 2 -4 4 5 -7 7 -9 -10
leaf_value=-0.0068338948656128272 -0.0082161019250772023 0.015131200206614671 -0.006169127300183235 0.013869075852726951 0.016592621464107907 0.0042302440253502698 0.010991034785160799 -0.0050005694230523803 0.0035638204060357485
leaf_weight=62 53 53 53 54 69 96 75 89 1746
leaf_count=62 53 53 53 54 69 96 75 89 1746
internal_value=0 0.00389922 0.00419777 0.0044504 0.00418366 0.00941085 0.0037436 0.00345639 0.00387071
internal_weight=0 2297 2235 2182 2129 165 1964 1910 1821
internal_count=2350 2297 2235 2182 2129 165 1964 1910 1821
is_linear=0
shrinkage=0.16829


Tree=5440
num_leaves=11
num_cat=0
split_feature=403 457 147 148 4 15 39 50 474 131
split_gain=0.376199 0.237803 0.235857 0.287742 0.23195 0.33195 0.211911 0.181823 0.159008 0.147476
threshold=-0.53454499999999994 -0.096529999999999991 0.090830000000000008 -0.078044999999999989 0.50373500000000015 -0.4666249999999999 0.090880000000000016 0.083090000000000011 0.023345000000000001 0.089120000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 -5 -9
right_child=1 2 -4 4 5 -7 -8 9 -10 -11
leaf_value=-0.01028533321559864 -0.0075740435167913388 -0.0080593817787505233 0.013847430801299321 0.0024636860455980497 0.0039057869910514189 -0.012864667221995455 0.012218117208448497 0.0058814063442761064 0.007638283092239212 0.015254517387612463
leaf_weight=56 52 58 66 1288 85 55 94 367 194 55
leaf_count=56 52 58 66 1288 85 55 94 367 194 55
internal_value=0 0.00366616 0.00392535 0.00362633 0.00394418 -0.00266977 0.00440852 0.00402202 0.00314227 0.00710728
internal_weight=0 2314 2262 2196 2138 140 1998 1904 1482 422
internal_count=2370 2314 2262 2196 2138 140 1998 1904 1482 422
is_linear=0
shrinkage=0.16829


Tree=5441
num_leaves=29
num_cat=0
split_feature=1 4 2 2 1 12 3 1 42 0 1 1 16 4 0 4 16 12 16 16 133 42 42 1447 12 16 3 3
split_gain=17.6456 3.14177 2.72286 1.68864 1.34144 1.29682 0.823055 0.72316 0.633899 0.535766 0.44405 0.6429 0.370595 0.335109 0.333635 0.254142 0.24714 0.23257 0.22241 0.185966 0.181798 0.179015 0.157839 0.108568 0.0981769 0.087095 0.0797963 0.0097341
threshold=0.11156000000000001 0.27287000000000006 0.099675000000000014 0.11197500000000002 0.14367000000000005 0.087495000000000003 1.0000000180025095e-35 0.090435000000000015 0.08648500000000002 -0.071844999999999978 1.0000000180025095e-35 0.084035000000000012 -0.43370499999999995 0.0051600000000000005 -0.082784999999999984 -0.0083249999999999973 -0.069894999999999985 0.091515000000000013 -0.06421499999999998 -0.079714999999999994 0.11193000000000002 -0.063329999999999984 0.091945000000000013 -1.0000000180025095e-35 0.095175000000000023 0.0023100000000000004 -0.082039999999999988 -0.082154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 -2 12 6 -4 8 10 14 13 -12 -3 15 -9 16 -1 22 -16 -13 -19 -7 23 -10 -23 -26 -25 -17
right_child=1 4 5 -5 -6 21 -8 9 17 -11 11 19 -14 -15 18 27 -18 20 -20 -21 -22 24 -24 26 25 -27 -28 -29
leaf_value=0.0017079357472931603 0.001390326362221092 0.00081256811463366937 0.00088089877420681484 0.00075343067526411017 7.4845551024494119e-05 0.0016139195527577221 0.0013585788649131464 0.0013919329580191903 0.0014246971383260454 0.0012025567354434783 0.0021456922760715049 0.0015711036420435298 0.00048162095075327319 0.0014031313562267559 0.0014922844057696399 0.0018725214261879129 0.0015470328988488697 0.0012617407220168791 0.0017776008174187603 0.0018231144729208546 0.0015444756213021872 0.0015240265508091634 0.0017444417830242123 0.0014956892595884741 0.0014557183643872994 0.0012992547732256039 0.0016481623554099574 0.0017805558307407074
leaf_weight=285 98 84 93 85 58 62 69 95 62 67 55 57 67 53 55 55 175 52 72 83 52 65 60 67 75 99 114 56
leaf_count=285 98 84 93 85 58 62 69 95 62 67 55 57 67 53 55 55 175 52 72 83 52 65 60 67 75 99 114 56
internal_value=0 0.000778826 0.00154537 0.00109469 0.000502085 0.00132348 0.00108457 0.00161316 0.00164839 0.00146358 0.0017017 0.00184079 0.000665957 0.00165817 0.00154219 0.00168178 0.0016468 0.00154103 0.00165432 0.00172076 0.00140345 0.00145195 0.00158814 0.0015494 0.00140978 0.0013669 0.00159192 0.00182644
internal_weight=0 392 1978 183 209 463 162 1515 1226 289 819 195 151 624 222 571 460 407 127 140 104 301 303 243 239 174 181 111
internal_count=2370 392 1978 183 209 463 162 1515 1226 289 819 195 151 624 222 571 460 407 127 140 104 301 303 243 239 174 181 111
is_linear=0
shrinkage=0.0032998


Tree=5442
num_leaves=11
num_cat=0
split_feature=130 403 1373 132 16 480 31 4 14 0
split_gain=0.388321 0.272907 0.223571 0.211495 0.210209 0.171249 0.149445 0.205425 0.373063 0.299906
threshold=-0.050984999999999996 -0.53454499999999994 0.081220000000000014 -0.26631499999999991 -0.087569999999999995 0.10742500000000001 -0.067479999999999984 0.50373500000000015 -1.0000000180025095e-35 -0.074434999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 -5 8 -8 -9
right_child=1 2 -4 5 -6 -7 7 9 -10 -11
leaf_value=0.0071971125482885555 -0.0086506694711656878 0.01447731249112447 -0.0061939588979042998 0.012369932949034622 0.021213834671826991 0.013246834791258676 0.017551280695852291 0.0047777627733141953 0.0032183340618752959 -0.013113356355339429
leaf_weight=74 52 53 63 52 52 52 53 54 1813 52
leaf_count=74 52 53 63 52 52 52 53 54 1813 52
internal_value=0 0.00338862 0.00367505 0.00396793 0.0129961 0.00369876 0.00345257 0.00321651 0.0036264 -0.00398206
internal_weight=0 2244 2192 2129 126 2076 2024 1972 1866 106
internal_count=2370 2244 2192 2129 126 2076 2024 1972 1866 106
is_linear=0
shrinkage=0.16829


Tree=5443
num_leaves=14
num_cat=0
split_feature=1375 1446 9 402 1213 3 4 129 4 4 1 3 4
split_gain=0.272081 0.274862 0.192618 0.18282 0.29941 0.166415 0.218044 0.215759 0.194787 0.246952 0.246349 0.0691174 0.0441426
threshold=-0.13067499999999996 0.090300000000000005 -1.0000000180025095e-35 0.10565000000000001 -0.0020849999999999996 -0.15315499999999996 -0.46376499999999993 0.087505000000000013 0.41939500000000002 0.27161500000000005 0.13686500000000004 -0.090374999999999983 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 8 9 -7 -10 -9 -13
right_child=1 -3 3 4 -6 7 -8 11 10 -11 -12 12 -14
leaf_value=-0.0087847547873813759 -0.0046498700030607829 -0.0051993341075419284 0.006928887364173862 0.0051496903739855961 -0.010425852966568724 0.0055649300472143974 -0.0059193582238970029 -0.0058544650864387751 0.019894707604857845 -0.0046467477132966827 0.0042620685290842798 0.0050214820085124007 -0.0018640745916654584
leaf_weight=52 72 98 63 80 62 1508 92 53 59 70 56 53 52
leaf_count=52 72 98 63 80 62 1508 92 53 59 70 56 53 52
internal_value=0 0.00351493 0.00390043 0.00418787 -0.00163825 0.00460118 -0.000685577 0.00504485 0.00560006 0.0051108 0.0122979 -0.000892911 0.00159438
internal_weight=0 2318 2220 2148 142 2006 155 1851 1693 1578 115 158 105
internal_count=2370 2318 2220 2148 142 2006 155 1851 1693 1578 115 158 105
is_linear=0
shrinkage=0.16829


Tree=5444
num_leaves=15
num_cat=0
split_feature=130 43 131 1373 2 2 3 1 4 1 133 2 400 42
split_gain=0.268665 0.189816 0.22375 0.20403 0.22562 0.231433 0.254639 0.247986 0.197073 0.11888 0.118449 0.112467 0.0825122 0.127993
threshold=-0.050984999999999996 0.50145000000000006 0.091760000000000022 0.081220000000000014 0.15227000000000004 0.12190500000000001 -0.14070999999999997 0.081755000000000008 -0.079554999999999987 0.11392000000000001 -0.010819999999999998 0.13631000000000001 -0.0078599999999999989 0.090295000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 6 7 -2 -8 12 -1 -7 -4 -14
right_child=1 -3 9 -5 -6 11 8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.0056089698537861487 -0.014139934940240394 0.012230759969399364 0.003245470989067648 -0.0085963846598348971 -0.0088078624492460358 0.013943450184626912 -0.00080695970667506525 -0.00041964680483843822 0.0034389027846059668 0.00079704766964095244 0.016049881172150785 0.0038765585883934529 0.015493435667310811 0.0048620028375903684
leaf_weight=70 53 53 53 56 56 64 433 127 1081 71 56 63 79 55
leaf_count=70 53 53 53 56 56 64 433 127 1081 71 56 63 79 55
internal_value=0 0.00227233 0.00203062 0.00140812 0.00170756 0.00203193 0.00151118 -0.00446949 0.00222341 0.00668753 0.0102636 0.00896378 0.00891441 0.0111432
internal_weight=0 2244 2191 1933 1877 1821 1694 180 1514 258 126 127 187 134
internal_count=2370 2244 2191 1933 1877 1821 1694 180 1514 258 126 127 187 134
is_linear=0
shrinkage=0.16829


Tree=5445
num_leaves=19
num_cat=0
split_feature=133 4 12 133 2 4 0 13 13 49 49 483 49 0 0 12 0 13
split_gain=0.423156 0.460141 0.252562 0.226122 0.210019 0.310746 0.308282 0.242192 0.200524 0.181294 0.272136 0.255828 0.180579 0.147623 0.146316 0.13637 0.133486 0.0914827
threshold=-0.24264499999999997 0.043850000000000007 0.10842500000000001 -1.0000000180025095e-35 0.092235000000000025 0.42953500000000006 -0.14310999999999999 -0.076584999999999986 -0.16392499999999996 0.084075000000000025 0.0016050000000000003 0.087175000000000016 0.088030000000000011 -0.081964999999999996 -0.14989499999999997 1.0000000180025095e-35 -0.10023499999999998 -0.038394999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 8 3 -3 15 6 -6 -8 -2 10 11 14 -11 -14 -10 -5 -16 -1
right_child=1 2 -4 4 5 -7 7 -9 9 12 -12 -13 13 -15 16 -17 -18 -19
leaf_value=0.014982806920123723 -0.0063541954168649167 -0.0094147849063430135 -0.013243332188783251 0.010924102472703852 -0.015764680826951392 0.0062892618763250247 -0.0099336619713368372 0.00546974993149429 0.008943369354213776 0.015862468268747043 -0.0097806079751339599 0.010681313278880665 0.00013907088978605596 0.0096491747764502062 -0.0068751958181477646 0 0.0018491467021478619 0.0059173017959388771
leaf_weight=73 69 90 62 65 66 75 52 65 79 53 52 103 97 89 52 64 1075 57
leaf_count=73 69 90 62 65 66 75 52 65 79 53 52 103 97 89 52 64 1075 57
internal_value=0 0.00113921 -0.00313432 -0.0018166 -4.49353e-05 -0.00282168 -0.0065655 -0.00136086 0.00252041 0.00290425 0.00215168 0.00262706 0.0071823 0.00469926 0.00193769 0.00549463 0.00144501 0.0110218
internal_weight=0 2208 539 477 387 258 183 117 1669 1600 1361 1309 239 186 1206 129 1127 130
internal_count=2338 2208 539 477 387 258 183 117 1669 1600 1361 1309 239 186 1206 129 1127 130
is_linear=0
shrinkage=0.16829


Tree=5446
num_leaves=20
num_cat=0
split_feature=14 0 52 52 13 11 0 157 52 40 456 12 1456 123 0 160 12 52 13
split_gain=0.299012 0.190592 0.309431 0.385618 0.291883 0.187847 0.282618 0.378531 0.301589 0.295584 0.255541 0.164838 0.196307 0.171471 0.166373 0.149418 0.137376 0.115905 0.0766238
threshold=0.076175000000000007 -0.023359999999999995 0.0033500000000000005 -0.022844999999999997 0.094590000000000021 0.077695000000000014 -0.088589999999999988 -0.078969999999999985 -0.074099999999999985 -0.072504999999999986 0.088285000000000016 0.083785000000000012 -0.062944999999999987 1.0000000180025095e-35 -0.079249999999999987 0.12788000000000002 0.089885000000000007 0.084755000000000011 -0.013049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 -1 18 -10 11 13 16 14 -8 -14 -13 -11 -9
right_child=-2 2 -4 -5 -6 -7 10 8 9 17 -12 12 15 -15 -16 -17 -18 -19 -20
leaf_value=-0.013528754746196574 0.011652146151391788 0.0033155230631818672 0.0063519517182709772 -0.018928056892828438 -0.011879867540970417 0.011618473532734224 0.017821848237190765 0.0029321590577612348 -0.013871710658966415 0.0011877903287987237 0.014074031143952278 -0.011520072356242273 0.0017818293559721369 -0.00090539736989013421 0.0051652956860914461 0.011076457586892087 0.00068214513751335714 -0.0049786430550042031 0.011353646699699555
leaf_weight=66 78 99 73 52 56 52 52 60 53 307 55 52 874 52 69 52 52 120 64
leaf_count=66 78 99 73 52 56 52 52 60 53 307 55 52 874 52 69 52 52 120 64
internal_value=0 0.00105101 -0.00305645 -0.00638307 -0.00216283 0.00163277 0.00136251 -0.00142765 -0.000102368 -0.00201664 0.00284996 0.00233531 0.00152575 0.00714486 0.0106193 0.00230571 -0.00540169 -0.000540958 0.00729322
internal_weight=0 2260 280 207 155 1980 1928 670 604 480 1258 1203 1030 173 121 926 104 427 124
internal_count=2338 2260 280 207 155 1980 1928 670 604 480 1258 1203 1030 173 121 926 104 427 124
is_linear=0
shrinkage=0.16829


Tree=5447
num_leaves=16
num_cat=0
split_feature=4 2 123 13 14 0 14 0 4 4 0 2 0 48 2
split_gain=15.0101 7.46132 3.3752 1.57171 1.22607 1.3309 1.00274 1.07056 1.68308 0.607281 0.563593 0.389665 0.161293 0.156708 0.101528
threshold=0.30163500000000004 0.13733000000000004 1.0000000180025095e-35 -0.23438999999999996 -0.45687499999999998 -0.17785499999999996 0.076175000000000007 -0.10891999999999999 -0.00013999999999999996 0.03851000000000001 -0.079249999999999987 0.13538500000000001 -0.095869999999999983 0.085835000000000009 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 7 8 -5 10 -9 -7 -11 -4 -10
right_child=4 -3 13 6 5 11 -8 9 14 12 -12 -13 -14 -15 -16
leaf_value=0.00068507835090035358 0.00076754217937189198 0.00020896877159447383 0.00052405601280003616 0.00051026539036985177 0.00058701039346696952 0.00015628631018434446 0.0016651184081314914 0.0013433992907824648 0.0013307259579877441 0.0012339519689232657 0.0012076879982465755 -0.00020466852996816083 0.0010092145049181657 0.00077123656913908212 0.001124705590496897
leaf_weight=54 52 85 52 54 65 82 64 883 52 53 548 54 115 64 61
leaf_count=54 52 85 52 54 65 82 64 883 52 53 548 54 115 64 61
internal_value=0 0.00116699 0.00120769 0.00124135 0.000315678 0.000198602 0.00125774 0.00124296 0.000990596 0.00126929 0.00129145 1.2707e-05 0.00108032 0.000660735 0.00121982
internal_weight=0 2085 2000 1884 253 201 1830 1766 167 1599 1431 136 168 116 113
internal_count=2338 2085 2000 1884 253 201 1830 1766 167 1599 1431 136 168 116 113
is_linear=0
shrinkage=0.0032998


Tree=5448
num_leaves=26
num_cat=0
split_feature=1 2 2 2 150 1 40 13 16 16 52 16 16 402 402 16 133 130 42 42 16 1 16 13 16
split_gain=12.2707 1.74521 1.51191 1.49667 0.898497 0.616415 0.530665 0.481324 0.416668 0.746439 0.45538 0.334681 0.323529 0.299213 0.328971 0.17468 0.164072 0.258373 0.322307 0.244214 0.240305 0.158641 0.128147 0.30699 0.0723611
threshold=0.10892500000000001 0.10912000000000001 0.099675000000000014 -1.0000000180025095e-35 0.081245000000000026 0.089710000000000026 -0.026419999999999996 -0.009329999999999998 0.41484500000000007 -0.0032799999999999995 0.096795000000000006 0.19578000000000004 -0.081299999999999983 0.086185000000000012 0.10323000000000002 -0.046599999999999996 -0.42189999999999994 0.087820000000000023 -0.015274999999999999 -0.090824999999999989 -0.043889999999999992 0.095805000000000015 -0.0088649999999999996 -0.10899499999999999 -0.036039999999999996
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=2 3 5 -2 8 13 -3 12 9 10 -4 -11 -7 16 -15 -9 -1 18 19 -18 -20 -10 23 -8 -14
right_child=1 6 4 -5 -6 7 22 15 21 11 -12 -13 24 14 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0015159755122907985 0.00058588523155514763 0.00024802667387811503 0.0010725887713450809 0.0012180135023250995 0.00070484246674106226 0.0010663448289981315 0.00048075551540244688 0.0011472931616693445 0.0012081967061756368 0.00068473552023421704 0.0014281867454907888 0.0010604857477767551 0.0012920458740683766 0.001651012582776504 0.0013615791573729492 0.00087310201327749114 0.0013424126827241778 0.0011464482841487206 0.001252975213504683 0.0016171761689609187 0.001374409509900125 0.00147290728244175 0.000443785187546984 0.00082638914959180863 0.0014477319255941689
leaf_weight=57 79 78 88 85 54 53 61 53 52 52 73 53 72 78 101 52 69 80 349 78 388 52 54 53 74
leaf_count=57 79 78 88 85 54 53 61 53 52 52 73 53 72 78 101 52 69 80 349 78 388 52 54 53 74
internal_value=0 0.000649823 0.00127865 0.000913728 0.00110412 0.00132783 0.000473743 0.00119416 0.0011623 0.00109234 0.00123404 0.000874735 0.00129018 0.00136166 0.0014879 0.00101184 0.0013395 0.00132903 0.00134551 0.00148845 0.00131695 0.00134089 0.000578331 0.000641754 0.0013712
internal_weight=0 410 1928 164 424 1504 246 304 370 266 161 105 199 1200 179 105 1021 964 884 147 737 104 168 114 146
internal_count=2338 410 1928 164 424 1504 246 304 370 266 161 105 199 1200 179 105 1021 964 884 147 737 104 168 114 146
is_linear=0
shrinkage=0.0032998


Tree=5449
num_leaves=16
num_cat=0
split_feature=2 148 484 43 16 401 16 16 150 42 42 43 400 2 4
split_gain=0.320124 0.166295 0.232241 0.205275 0.200098 0.18595 0.203609 0.364335 0.268946 0.247895 0.144673 0.125133 0.107707 0.0986085 0.0471765
threshold=0.13574000000000003 -0.08224999999999999 -0.085604999999999987 0.12344500000000001 -0.083479999999999985 0.11186000000000001 -0.075779999999999986 -0.071359999999999993 0.083205000000000015 -1.0000000180025095e-35 0.093195000000000014 0.0019650000000000002 -0.082199999999999981 0.084995000000000015 -0.015104999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 5 -5 6 9 -8 -9 12 -2 -11 -4 -3 -15
right_child=10 2 3 4 -6 -7 7 8 -10 11 -12 -13 -14 14 -16
leaf_value=0.012051263007846676 -0.0083281290438136195 0.015287941971553762 -0.0016622541935773344 0.014240784629683374 0.002038125373498166 0.011594162438046628 0.016726103507561443 0.0014398840349063558 0.0094113075769083638 -0.0014637927295668908 0.0016513506510884158 -0.0093891004892183022 0.0054347372619145927 0.0031777418959152942 0.0097736984225930412
leaf_weight=63 97 52 82 83 71 58 56 747 143 396 71 66 228 62 63
leaf_count=63 97 52 82 83 71 58 56 747 143 396 71 66 228 62 63
internal_value=0 0.00352085 0.00326493 0.00272854 0.00862655 0.00221611 0.00189845 0.00355356 0.0027227 -0.000127363 -0.00409992 -0.00259987 0.00355167 0.00910356 0.00651648
internal_weight=0 2170 2107 1930 154 1776 1718 946 890 772 168 462 310 177 125
internal_count=2338 2170 2107 1930 154 1776 1718 946 890 772 168 462 310 177 125
is_linear=0
shrinkage=0.16829


Tree=5450
num_leaves=23
num_cat=0
split_feature=1 52 3 2 2 3 13 1429 14 16 16 2 0 52 0 49 43 16 42 43 3 4
split_gain=8.21727 2.56485 1.49093 1.66363 0.779707 0.703665 0.451556 0.438407 0.405174 0.335074 0.299489 0.273061 0.544036 0.250954 0.320182 0.207834 0.217585 0.332866 0.287261 0.168327 0.148984 0.151257
threshold=0.10141500000000002 -0.41304999999999997 -0.036004999999999988 0.10322500000000003 0.097220000000000015 0.085315000000000016 -0.0098899999999999978 0.084690000000000015 0.062655000000000016 -0.054549999999999994 -0.15323999999999996 0.11252000000000002 -0.13740499999999997 -0.45478499999999994 -0.04478999999999999 0.095135000000000011 -0.013089999999999999 -0.055679999999999993 0.090625000000000025 -0.073574999999999988 -0.077584999999999987 0.057265000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 6 -4 8 10 20 -1 -7 -13 -11 19 16 18 -18 -12 -15 -6 -22
right_child=1 2 5 -5 9 11 -8 -9 -10 13 15 12 -14 14 -16 -17 17 -19 -20 -21 21 -23
leaf_value=0.00081955336837588187 0.001088967407148024 0.0010096521469705189 0.00029823550732923108 0.00036134411661833076 0.0011142098628292762 0.00065845278333875705 -7.9770238091067915e-05 0.0008142588878719564 0.0013327099544441644 0.0009703017345988863 0.00098349982583609838 0.00018014018582152998 0.00061373364893967943 0.0009527564905585748 0.00051516818681990274 0.00086909064724705368 0.0010626226301880749 0.0012624711432454578 0.0011555449890026494 0.00068933079527010209 0.0010263463335462781 0.00077796023301477312
leaf_weight=66 83 94 101 80 60 59 52 93 54 59 499 67 60 55 57 67 351 126 138 54 57 54
leaf_count=66 83 94 101 80 60 59 52 93 54 59 499 67 60 55 57 67 351 126 138 54 57 54
internal_value=0 0.000550488 0.000463297 0.000711782 0.000997984 0.000335653 0.000169533 0.00103482 0.00105056 0.000868216 0.00103832 0.000472111 0.000385265 0.000783749 0.000717232 0.00105051 0.00106139 0.00111549 0.00102083 0.000822575 0.00097915 0.000905827
internal_weight=0 596 513 174 1790 339 153 1394 1301 396 1247 186 127 225 166 1181 1114 477 637 109 171 111
internal_count=2386 596 513 174 1790 339 153 1394 1301 396 1247 186 127 225 166 1181 1114 477 637 109 171 111
is_linear=0
shrinkage=0.0032998


Tree=5451
num_leaves=25
num_cat=0
split_feature=3 3 123 12 12 3 3 0 0 48 3 43 3 51 0 3 133 0 13 12 3 133 13 13
split_gain=13.3883 3.36104 2.96982 2.00064 1.07685 0.847152 1.1969 0.987647 0.880492 0.723939 0.591412 0.557189 0.324818 0.318241 0.312299 0.265302 0.234402 0.284775 0.191997 0.134064 0.0940828 0.101268 0.0689116 0.0363054
threshold=-0.06340999999999998 0.25468500000000005 1.0000000180025095e-35 0.023990000000000004 0.09697500000000002 0.10703500000000001 0.06269000000000001 -0.14857499999999998 -0.057864999999999993 0.083570000000000019 -0.15680499999999997 -0.057214999999999995 0.092330000000000009 -0.04652499999999999 -0.069074999999999984 -0.11255999999999998 -0.088524999999999979 -0.10023499999999998 0.0061450000000000003 0.085965000000000014 -0.073159999999999989 0.076280000000000014 -0.084269999999999984 -0.47860499999999995
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 5 -1 10 6 8 -7 11 -4 -5 -2 -8 -6 16 -15 19 -18 -19 -12 21 -17 -21 -3
right_child=1 23 9 4 13 7 12 -9 -10 -11 14 -13 -14 15 -16 20 17 18 -20 22 -22 -23 -24 -25
leaf_value=0.00093108710419540451 0.0010719725894380264 0.00040480077964533991 0.00055526605028004099 0.0019077039264221659 0.0012341536069181017 0.00069683585944893143 0.0018067344798753549 0.0013300401988393562 0.0008416388247087514 0.00097182075283344855 0.0018635512533701532 0.001508418961585854 0.0014472036955030985 0.0016636686793405993 0.0014057783948724922 0.0012375978956081547 0.001390943272223897 0.0016253750580671798 0.0014236623947737061 0.0015823052644995603 0.0015039173189448074 0.0014482038222328518 0.0017395243080128458 0.0005325553966840041
leaf_weight=54 53 52 93 75 87 54 56 54 55 90 57 83 57 60 84 55 71 821 58 66 70 53 75 53
leaf_count=54 53 52 93 75 87 54 56 54 55 90 57 83 57 60 84 55 71 821 58 66 70 53 75 53
internal_value=0 0.00101451 0.0011106 0.00155757 0.00157828 0.0012661 0.00135563 0.00101376 0.00119567 0.000760322 0.00162073 0.00133859 0.00162569 0.00140747 0.00160323 0.00147068 0.00161765 0.00159561 0.00161211 0.00172318 0.00140543 0.00134128 0.00166618 0.000469622
internal_weight=0 700 595 1686 1632 412 304 108 191 183 1307 136 113 325 1232 238 1148 950 879 198 178 108 141 105
internal_count=2386 700 595 1686 1632 412 304 108 191 183 1307 136 113 325 1232 238 1148 950 879 198 178 108 141 105
is_linear=0
shrinkage=0.0032998


Tree=5452
num_leaves=18
num_cat=0
split_feature=4 2 12 42 3 14 3 14 0 4 4 0 12 12 1455 4 0
split_gain=13.0204 5.08314 3.1357 1.18121 1.05245 0.72403 0.541618 0.55649 0.541206 1.73066 0.688667 0.344808 0.339271 0.296147 0.286609 0.309044 0.127433
threshold=0.30163500000000004 0.11891500000000001 -0.010219999999999998 -0.0043149999999999994 -0.049204999999999992 0.062655000000000016 -0.080804999999999974 -0.10708499999999999 -0.13314999999999996 0.0047850000000000011 0.0049200000000000008 -0.14582499999999995 0.09697500000000002 -0.08947999999999999 -1.0000000180025095e-35 -0.47860499999999995 -0.087664999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 8 -2 -8 9 -4 14 -9 16 -5 -10 -16 -12
right_child=6 4 5 13 -6 -7 7 11 10 -11 12 -13 -14 -15 15 -17 -18
leaf_value=0.0013413758038738897 0.00079717632290567293 0.0010889597888745651 0.00077087524518111409 0.00094232724131109618 0.00053532684227357568 0.0017624287931890727 0.00074426092110950546 0.00053258883019319779 0.0016555102401190928 0.0015970832489964016 0.0014264434726893047 0.00018688882306088157 0.0010927006342118667 0.00060737169623077301 0.0016245430112558266 0.0014365624286934967 0.0012250025630397557
leaf_weight=63 73 65 54 60 89 71 53 57 83 57 109 71 79 57 107 1183 55
leaf_count=63 73 65 54 60 89 71 53 57 83 57 109 71 79 57 107 1183 55
internal_value=0 0.00134719 0.00139217 0.000976316 0.000769232 0.00143378 0.000556583 0.000459353 0.00142025 0.00119546 0.00143567 0.000341109 0.00127264 0.000779445 0.0014645 0.00145218 0.0013591
internal_weight=0 2132 1978 180 154 1798 254 181 1727 111 1616 128 243 117 1373 1290 164
internal_count=2386 2132 1978 180 154 1798 254 181 1727 111 1616 128 243 117 1373 1290 164
is_linear=0
shrinkage=0.0032998


Tree=5453
num_leaves=17
num_cat=0
split_feature=1348 40 11 12 52 49 484 15 15 15 4 52 4 52 133 4
split_gain=0.317181 0.333017 0.357396 0.463853 0.403462 0.261429 0.221227 0.263952 0.395877 0.183366 0.16709 0.135305 0.130031 0.148232 0.176139 0.0933745
threshold=0.084895000000000012 1.0000000180025095e-35 1.0000000180025095e-35 0.086885000000000004 -0.069694999999999993 0.093350000000000002 0.096295000000000006 -0.46140499999999995 -0.14524999999999996 -0.091734999999999983 0.036620000000000007 -0.068499999999999991 0.0011850000000000003 -0.092264999999999986 0.087720000000000006 -0.011809999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 6 7 -6 -9 -7 12 -5 13 14 -1 -15
right_child=-2 -3 3 11 5 9 -8 8 -10 -11 -12 -13 -14 15 -16 -17
leaf_value=0.0064526215958249505 -0.0069462865183517108 -0.0066009833492472626 0.027155335746626937 0.013576820632761014 -0.0038504019439814844 -0.0037184943158116222 0.016675743356183478 0.018739672267813742 0.0071949061721364336 0.0069835274053808042 -0.0046358638733576792 0.0024992112080686559 0.011103766269831977 -0.0079970641524460921 -0.0043282307446066747 0.0014388269278487709
leaf_weight=222 53 56 52 65 55 97 80 91 1152 85 91 61 53 53 53 67
leaf_count=222 53 56 52 65 55 97 80 91 1152 85 91 61 53 53 53 67
internal_value=0 0.00620406 0.00651977 0.0137675 0.00590429 0.00727617 0.00806816 0.00753626 0.00804154 0.00126983 0.00193039 0.00822811 0.00326818 0.00221227 0.00436832 -0.00271372
internal_weight=0 2333 2277 178 2099 1560 1378 1298 1243 182 539 126 448 395 275 120
internal_count=2386 2333 2277 178 2099 1560 1378 1298 1243 182 539 126 448 395 275 120
is_linear=0
shrinkage=0.16829


Tree=5454
num_leaves=20
num_cat=0
split_feature=1 2 1 52 16 11 160 43 52 52 16 2 483 1212 401 12 401 12 484
split_gain=0.376591 0.521213 0.246916 0.412862 0.26078 0.206243 0.176503 0.154158 0.132512 0.161875 0.224329 0.140744 0.127774 0.112561 0.181922 0.189299 0.158912 0.112525 0.0845781
threshold=0.14828500000000003 0.099675000000000014 0.081315000000000012 -0.41304999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.54119499999999987 -0.03750499999999999 -0.082554999999999976 -0.050359999999999995 -0.28430999999999995 0.12454500000000002 -1.0000000180025095e-35 -0.16927999999999996 0.080710000000000018 0.086985000000000021 0.094270000000000007 0.099340000000000012 -0.087884999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 7 6 -1 -3 -5 -10 11 -11 18 -14 15 -15 -16 -6 -8
right_child=-2 2 3 8 17 -7 12 -9 9 10 -12 -13 13 14 16 -17 -18 -19 -20
leaf_value=0.015386725694087005 0.018821332538158982 0.015754862503345072 0.0099818639403817348 -0.011728349545973887 -0.0053844932581283977 0.014066686858166656 0.0062940972963834033 0.0046248508270059288 0.0040480381081667172 0.0035254883377353282 -0.014162634250706107 -0.0077669454715855943 -0.0020380055480672845 0.002413627790720217 0.01854156303332484 0.006602464472917762 0.006240764345511551 0.0045098361037492528 0.015419233279302518
leaf_weight=52 54 61 65 62 74 89 60 85 67 69 59 57 62 573 52 659 71 58 57
leaf_count=52 54 61 65 62 74 89 60 85 67 69 59 57 62 573 52 659 71 58 57
internal_value=0 0.00459391 0.000573673 -0.00221735 0.00438516 0.00616973 0.00572545 0.00928737 -0.00474838 -0.00302396 -0.00559488 -0.00156874 0.00539678 0.00495309 0.0052743 0.00465571 0.0114557 -0.00102337 0.010755
internal_weight=0 2332 657 379 278 1675 1586 146 314 252 185 126 1534 1417 1355 1232 123 132 117
internal_count=2386 2332 657 379 278 1675 1586 146 314 252 185 126 1534 1417 1355 1232 123 132 117
is_linear=0
shrinkage=0.16829


Tree=5455
num_leaves=18
num_cat=0
split_feature=2 39 41 1 13 13 156 0 4 2 15 2 43 155 1210 4 2
split_gain=0.44914 0.453458 0.391527 0.598971 0.426507 0.356953 0.346099 0.386091 0.511649 0.272759 0.973996 0.231674 0.180164 0.14247 0.13987 0.144063 0.098798
threshold=-0.013254999999999998 0.085345000000000018 0.089005000000000015 0.077300000000000021 0.11251500000000002 -0.10278499999999999 0.090310000000000015 -0.062324999999999998 -0.16772499999999999 0.084095000000000017 -0.015464999999999998 0.08400500000000001 -0.013199999999999998 0.089630000000000015 -0.08453999999999999 -0.086849999999999997 0.084825000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -2 7 9 -9 12 -11 -7 -5 -8 -13 -16 -17
right_child=2 -3 -4 4 -6 11 13 8 -10 10 -12 14 -14 -15 15 16 -18
leaf_value=0.024749331022173453 0.018914559253276862 0.0036609712933114501 0.017322245380555257 0.0011170556026856237 -0.012877757163922424 -0.0031736089729384859 0.012709876716680744 0.001809799599943005 -0.019879692029857062 0.0021611265412358606 -0.022473615117840684 -0.0023911062736600751 0.0090899622804914912 0.0015753528855477915 -0.00054039090927586496 0.013195716642664848 0.0061057446057826746
leaf_weight=57 53 59 55 204 70 95 86 60 63 224 57 60 133 53 88 60 871
leaf_count=57 53 59 55 204 70 95 86 60 63 224 57 60 133 53 88 60 871
internal_value=0 0.0140388 0.00329262 0.00293735 -0.000233269 0.00539365 0.000770501 -0.000672743 -0.00928485 0.00103841 -0.00282956 0.00478172 0.00426896 0.00847726 0.00548381 0.00594926 0.0065646
internal_weight=0 116 2232 2177 950 1227 880 741 123 618 281 1174 337 139 1079 1019 931
internal_count=2348 116 2232 2177 950 1227 880 741 123 618 281 1174 337 139 1079 1019 931
is_linear=0
shrinkage=0.16829


Tree=5456
num_leaves=9
num_cat=0
split_feature=1375 148 48 456 456 1443 13 483
split_gain=0.222138 0.217745 0.21569 0.217408 0.295874 0.26602 0.27005 0.150285
threshold=-0.14438999999999999 -0.083779999999999979 0.13127500000000003 0.090170000000000014 0.085555000000000006 1.0000000180025095e-35 0.25694000000000006 -0.059844999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0071860070234768111 0.013453764325195783 -0.0026770725414751841 0.013890608990787191 -0.0069002434342161452 0.014299072422524737 -0.0086937165890816157 -0.0080444114612376969 0.0038599321492206397
leaf_weight=57 60 105 52 62 66 55 59 1832
leaf_count=57 60 105 52 62 66 55 59 1832
internal_value=0 0.00344007 0.00316996 0.00291329 0.00320155 0.00284356 0.00316237 0.00350465
internal_weight=0 2291 2231 2179 2117 2051 1996 1937
internal_count=2348 2291 2231 2179 2117 2051 1996 1937
is_linear=0
shrinkage=0.16829


Tree=5457
num_leaves=13
num_cat=0
split_feature=2 10 12 4 41 12 3 4 124 1375 11 1
split_gain=0.304075 0.363855 0.342453 0.331064 0.296131 0.273977 0.38743 0.320922 0.173668 0.0796356 0.090763 0.109891
threshold=-0.013254999999999998 -1.0000000180025095e-35 -0.070844999999999977 -0.51003499999999991 0.075585000000000013 0.083795000000000022 -0.091869999999999993 -0.15805499999999997 -0.086289999999999992 -0.068444999999999992 0.085875000000000021 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 -8 -9 -7 11 -11
right_child=1 3 -4 4 -6 9 7 8 -10 10 -12 -13
leaf_value=0.0020289036778155882 -0.010714063429736898 -0.010564278212006633 0.020356717408417453 -0.014652805373175324 0.012133873114344227 0.010036740911476865 0.01204203374613665 0.0075493288661159152 -0.002469991434592477 0.0040249149643499108 0.010097091081346408 0.00067159011478191337
leaf_weight=59 60 53 57 52 94 53 61 57 347 1018 55 382
leaf_count=59 60 53 57 52 94 53 61 57 347 1018 55 382
internal_value=0 0.00220809 0.0110503 0.00256589 0.00289514 0.0024654 -0.000874972 0.000661912 -0.00105193 0.0036118 0.00337653 0.00311122
internal_weight=0 2232 116 2172 2119 2025 517 465 404 1508 1455 1400
internal_count=2348 2232 116 2172 2119 2025 517 465 404 1508 1455 1400
is_linear=0
shrinkage=0.16829


Tree=5458
num_leaves=21
num_cat=0
split_feature=2 0 16 16 16 12 0 1 157 48 2 16 160 1453 12 1213 402 2 1 3
split_gain=0.210428 0.265094 0.358068 0.73662 0.25268 0.234065 0.216056 0.192272 0.243999 0.252839 0.267459 0.32257 0.171684 0.168554 0.165655 0.0910629 0.169198 0.10045 0.0693142 0.0379193
threshold=-0.013254999999999998 -0.060199999999999997 0.022165000000000004 -0.11118499999999999 -0.055679999999999993 -0.10853999999999998 0.12436000000000001 0.080475000000000005 -0.078969999999999985 0.10990500000000002 0.087675000000000017 -0.34140499999999996 -0.0071899999999999993 -0.076539999999999983 0.083425000000000013 0.049610000000000008 0.10718500000000002 0.085775000000000004 0.089960000000000026 -0.082794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 -1 -2 12 13 -9 10 18 -12 -4 -7 -15 16 -16 -17 -10 -14
right_child=1 2 6 -5 -6 7 -8 8 9 -11 11 -13 19 14 15 17 -18 -19 -20 -21
leaf_value=0.0018306902192726806 0.013782620861424946 0.0034196255077144112 -0.0095469849448967022 -0.02435230386727328 0.017613297827463872 -0.0053711204502976439 0.010042438133944627 -0.010118166957670007 -0.00039583525931516361 0.011140421899400885 0.0050157107043501516 -0.0089021092817360876 0.0050456198068249952 0.011215728257636852 0.003494314236235 0.013319649724663724 -0.0064078496753434506 0.0039185377568980223 0.0045186579873714647 -0.00064228243229074084
leaf_weight=62 52 54 55 54 54 55 59 60 123 64 68 153 54 87 784 53 52 84 236 85
leaf_count=62 52 54 55 54 54 55 59 60 123 64 68 153 54 87 784 53 52 84 236 85
internal_value=0 0.00183677 -0.00233595 -0.0104497 0.00919325 0.00264283 0.00112052 0.00232339 0.000143269 0.00110209 -2.48665e-06 -0.00461157 -0.00158358 0.00369828 0.00417056 0.00353878 0.00287624 0.00756858 0.00282986 0.00155448
internal_weight=0 2232 361 108 116 1871 253 1819 704 644 580 221 194 1115 1060 973 836 137 359 139
internal_count=2348 2232 361 108 116 1871 253 1819 704 644 580 221 194 1115 1060 973 836 137 359 139
is_linear=0
shrinkage=0.16829


Tree=5459
num_leaves=13
num_cat=0
split_feature=41 41 447 12 2 11 3 4 4 457 12 49
split_gain=0.171054 0.216777 0.205241 0.267086 0.351062 0.258491 0.253834 0.212619 0.191805 0.21181 0.108516 0.108553
threshold=0.089005000000000015 0.077565000000000009 0.085445000000000007 0.083795000000000022 0.13631000000000001 0.077695000000000014 -0.086114999999999983 -0.15618499999999999 -0.019114999999999997 0.084485000000000018 0.11206500000000001 -0.081019999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 10 -1 -8 -9 -10 11 -5
right_child=-2 -3 -4 4 -6 -7 7 8 9 -11 -12 -13
leaf_value=-0.0091226864520638166 0.010783293010227362 -0.0086431406958046211 0.010182028891176613 -0.0046533464502061597 -0.0108458548668464 0.011961864237250363 0.0079053889939033374 -0.010310311253430274 0.0017649199980104113 -0.009147588641146424 0.0084827993323999852 0.0026079781040130911
leaf_weight=101 59 57 81 61 52 90 83 59 314 60 85 1246
leaf_count=101 59 57 81 61 52 90 83 59 314 60 85 1246
internal_value=0 0.00159955 0.00186193 0.00154779 0.00273749 0.00321531 -0.00140717 9.95578e-05 -0.00139256 9.44634e-06 0.00264851 0.0022677
internal_weight=0 2289 2232 2151 1534 1482 617 516 433 374 1392 1307
internal_count=2348 2289 2232 2151 1534 1482 617 516 433 374 1392 1307
is_linear=0
shrinkage=0.16829


Tree=5460
num_leaves=12
num_cat=0
split_feature=41 160 14 15 43 48 48 150 12 48 47
split_gain=0.280961 0.357694 0.248876 0.278639 0.193082 0.170508 0.161902 0.184004 0.172607 0.104881 0.0822442
threshold=0.082095000000000015 -0.54119499999999987 0.019675000000000002 -0.41971499999999995 -1.0000000180025095e-35 -0.077484999999999984 0.10184000000000001 0.10874500000000002 0.11999500000000002 0.10990500000000002 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 8 -7 -8 -11
right_child=-2 2 -4 5 -6 6 9 -9 -10 10 -12
leaf_value=0.015244819720791057 -0.0077732332971761917 -0.00012348597548799352 0.011923556088055048 -0.0055214943281762718 -0.013522549675348126 0.002003017217006364 -0.0087945592662265967 0.011088545432264939 0.010851394563214253 0.0049181965620005846 -0.00413373437101466
leaf_weight=57 85 66 66 84 57 1656 55 71 65 54 60
leaf_count=57 85 66 66 84 57 1656 55 71 65 54 60
internal_value=0 0.00207623 0.00173944 0.00142857 -0.00634741 0.00189715 0.00221585 0.00268595 0.00233825 -0.00275824 0.000138263
internal_weight=0 2291 2234 2168 123 2045 1961 1792 1721 169 114
internal_count=2376 2291 2234 2168 123 2045 1961 1792 1721 169 114
is_linear=0
shrinkage=0.16829


Tree=5461
num_leaves=19
num_cat=0
split_feature=9 4 123 0 0 0 16 3 12 457 0 0 16 16 482 11 42 16
split_gain=0.25486 0.1882 0.253906 0.238898 0.383322 0.225051 0.206695 0.650354 0.172198 0.168615 0.227082 0.499538 0.213499 0.159417 0.1347 0.149778 0.116468 0.11356
threshold=0.084755000000000011 -0.00045499999999999995 0.083905000000000021 -0.11208499999999998 -0.15270499999999995 -0.096139999999999989 -0.38959499999999997 -0.0092099999999999977 0.088005000000000014 0.087195000000000009 -0.10120999999999998 -0.14989499999999997 -0.095794999999999977 -0.52830499999999991 0.099135000000000015 0.079300000000000009 0.093985000000000013 -0.28430999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 13 -5 -7 8 -8 10 11 -1 -12 -3 15 -14 -10 -6
right_child=-2 3 -4 5 17 6 7 -9 16 -11 12 -13 14 -15 -16 -17 -18 -19
leaf_value=0.0053404352851403377 -0.0087945771264214805 0.003677181495466109 0.013910310896107485 -0.0098042676782643633 0.005733386564328773 0.0063191108650783989 0.0074561330803071804 -0.020051758918876915 -0.0055089889710498606 0.011111374057031781 0.011282851099771106 -0.0169559393748904 0.0029463642934309028 -0.0077344188088480058 -0.0055487298847629613 -0.0052339951949215433 0.0037991580447490803 0.016133978341639443
leaf_weight=60 67 65 56 100 65 88 74 52 110 60 76 54 1132 74 62 67 58 56
leaf_count=60 67 65 56 100 65 88 74 52 110 60 76 54 1132 74 62 67 58 56
internal_value=0 0.00173056 0.00277622 -0.00047532 0.00363323 -0.00269528 -0.000829582 -0.00297544 0.000686431 0.00236239 0.00199937 -0.00520525 0.00261502 -0.00238513 0.00209119 0.00248775 -0.00228477 0.0105617
internal_weight=0 2309 1567 742 260 482 382 294 242 1511 1451 114 1337 139 1261 1199 168 121
internal_count=2376 2309 1567 742 260 482 382 294 242 1511 1451 114 1337 139 1261 1199 168 121
is_linear=0
shrinkage=0.16829


Tree=5462
num_leaves=12
num_cat=0
split_feature=1 11 0 50 124 12 12 0 51 1375 402
split_gain=0.227488 0.255408 0.208086 0.142185 0.117346 0.194937 0.177671 0.179813 0.261441 0.13272 0.127148
threshold=0.14262000000000002 0.093970000000000012 0.13134000000000004 0.13257000000000002 -0.027784999999999997 -0.08947999999999999 0.083935000000000023 -0.23211999999999997 0.080840000000000009 -0.062154999999999995 0.095250000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -9 -8 -11
right_child=-2 -3 -4 -5 6 -7 9 8 -10 10 -12
leaf_value=0.0022651422477514165 -0.0076835278479809917 -0.0094264629587696644 0.011921038056369576 0.0098255369558735844 -0.0043696850611791259 -0.0092003116703531368 0.0088443915347087565 0.0079604607281310788 -0.0015039427712682171 -0.00015476926726143628 0.004911849867036377
leaf_weight=92 79 59 56 57 58 77 55 329 110 1246 158
leaf_count=92 79 59 56 57 58 77 55 329 110 1246 158
internal_value=0 0.00149814 0.00178695 0.00152604 0.00130257 -0.00294813 0.00167075 0.00441956 0.00558488 0.000733154 0.000414126
internal_weight=0 2297 2238 2182 2125 169 1956 497 439 1459 1404
internal_count=2376 2297 2238 2182 2125 169 1956 497 439 1459 1404
is_linear=0
shrinkage=0.16829


Tree=5463
num_leaves=12
num_cat=0
split_feature=40 10 41 43 40 1 12 15 15 1446 1446
split_gain=0.221943 0.200247 0.184459 0.190996 0.156822 0.223443 0.15178 0.296297 0.295257 0.131808 0.152385
threshold=0.051255000000000002 1.0000000180025095e-35 0.081560000000000007 -0.50149499999999991 -0.080519999999999994 0.10954500000000002 0.082295000000000021 0.0056700000000000006 -0.020429999999999997 0.087985000000000022 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -6 10 -8
right_child=-2 -3 -4 4 6 -7 9 -9 -10 -11 -12
leaf_value=0.011670611797755382 -0.0093794670975670038 -0.0086894614845090118 -0.006542977978300263 0.0028624198071056698 0.0051914340896902335 -0.01164329508836414 0.0010235075859449374 0.014269159292618093 -0.0061768093984752668 0.0069782671412395155 -0.0081660601225458287
leaf_weight=54 57 56 78 60 292 60 1407 75 83 101 53
leaf_count=54 57 56 78 60 292 60 1407 75 83 101 53
internal_value=0 0.00124704 0.00149372 0.00178144 0.00153 -0.00437547 0.00188329 0.00460758 0.00267047 0.00109678 0.000688683
internal_weight=0 2319 2263 2185 2131 120 2011 450 375 1561 1460
internal_count=2376 2319 2263 2185 2131 120 2011 450 375 1561 1460
is_linear=0
shrinkage=0.16829


Tree=5464
num_leaves=9
num_cat=0
split_feature=48 3 393 4 1374 34 147 2
split_gain=0.173138 0.152954 0.153382 0.30744 0.140288 0.137561 0.130644 0.107977
threshold=0.13504500000000005 0.31840500000000005 0.092175000000000021 -0.51381999999999983 -0.035729999999999991 -0.078549999999999995 0.087210000000000024 0.078405000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.013417033532722798 -0.008682780082561712 -0.0073400078015745489 -0.0058757192758693705 0.0098345423338474409 0.0091349982207261839 -0.0013054697988853035 -0.0055160698858344641 0.0017194599503216302
leaf_weight=60 53 60 82 52 57 430 90 1492
leaf_count=60 53 60 82 52 57 430 90 1492
internal_value=0 0.00104208 0.00126511 0.00153441 0.00119742 0.000979475 0.000747536 0.00104177
internal_weight=0 2323 2263 2181 2121 2069 2012 1922
internal_count=2376 2323 2263 2181 2121 2069 2012 1922
is_linear=0
shrinkage=0.16829


Tree=5465
num_leaves=16
num_cat=0
split_feature=393 3 43 15 157 16 3 156 1456 3 40 15 157 1 16
split_gain=0.216328 0.310006 0.269736 0.187398 0.249932 0.187561 0.175716 0.184834 0.200353 0.173177 0.142219 0.148669 0.130822 0.0952287 0.0559196
threshold=0.092175000000000021 -0.24195999999999998 -0.24238999999999997 -0.082179999999999989 -0.078064999999999982 -0.0094449999999999968 0.10812000000000001 0.0010500000000000004 0.088395000000000015 -0.0083149999999999977 -0.047054999999999993 -0.19301999999999997 -0.082134999999999986 0.10141500000000002 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 10 7 8 9 -5 -6 -12 -9 -7 -14
right_child=-2 2 3 6 5 13 -8 12 -10 -11 11 -13 14 -15 -16
leaf_value=0.013639795251591978 -0.0081085687232195953 0.0091263107819662959 0.011834510168214176 0.00038280304643505228 -0.0028757126559054574 -0.00060923707465967698 -0.0078398889311889156 -0.0006543796189053358 -0.0093667779346915964 0.0102515250267584 0.0091318330103867442 0.00203212514908195 -0.013068084424542598 -0.0098567700598193152 -0.005363175194387608
leaf_weight=52 80 98 71 1024 99 79 99 99 57 53 122 268 53 53 56
leaf_count=52 80 98 71 1024 99 79 99 99 57 53 122 268 53 53 56
internal_value=0 0.000793386 0.000493157 9.56675e-05 0.00237271 0.00128803 -0.00099657 -0.000490396 0.000353981 0.000870119 0.00280981 0.00425767 -0.00510252 -0.00433587 -0.00912608
internal_weight=0 2283 2231 2133 692 621 1441 1342 1134 1077 489 390 208 132 109
internal_count=2363 2283 2231 2133 692 621 1441 1342 1134 1077 489 390 208 132 109
is_linear=0
shrinkage=0.16829


Tree=5466
num_leaves=12
num_cat=0
split_feature=149 1348 3 150 1444 128 15 157 15 130 403
split_gain=0.297137 0.175104 0.146714 0.114386 0.106877 0.111825 0.120435 0.226216 0.223247 0.0681603 0.0305004
threshold=0.077335000000000015 0.084370000000000014 -0.24195999999999998 -0.088794999999999985 -0.052264999999999992 0.079650000000000012 -0.082179999999999989 -0.078064999999999982 0.088245000000000004 0.078550000000000023 -0.059794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -8 10 -7
right_child=-2 -3 3 4 5 9 8 -9 -10 -11 -12
leaf_value=0.0091695758991088925 0.01230513989041216 -0.0094520894456129358 0.0073715956034261874 0.0068059119441939448 0.011110441315781091 0.0044375429870908284 -0.0031543438771372487 0.00022693497764571599 0.001494029732165887 0.0088284852762847473 -0.0011297280593255095
leaf_weight=52 58 53 60 62 60 53 856 553 444 54 58
leaf_count=52 58 53 60 62 60 53 856 553 444 54 58
internal_value=0 0.000108053 0.000333845 0.000124184 -7.81749e-05 -0.000284436 -0.000647809 0.00129514 -0.00156536 0.0039176 0.00151233
internal_weight=0 2305 2252 2200 2140 2078 1913 613 1300 165 111
internal_count=2363 2305 2252 2200 2140 2078 1913 613 1300 165 111
is_linear=0
shrinkage=0.16829


Tree=5467
num_leaves=19
num_cat=0
split_feature=4 3 39 12 4 0 4 13 50 159 16 50 15 0 50 16 15 0
split_gain=10.278 3.44495 2.2493 0.754478 0.819678 0.575493 0.506092 0.492882 0.407194 0.322365 0.328931 0.263013 0.256101 0.342243 0.235126 0.166693 0.145166 0.0880344
threshold=0.30163500000000004 0.10812000000000001 0.081875000000000017 0.09697500000000002 -0.50665499999999986 -0.068669999999999995 -0.025694999999999999 -0.0074049999999999993 0.083090000000000011 -0.0118 0.024125000000000004 0.091130000000000017 -0.13309999999999997 -0.13314999999999996 0.11266000000000001 -0.4714549999999999 -0.42443999999999993 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -3 15 12 -5 17 -10 -6 -14 -13 -2 -9 -11
right_child=7 6 5 9 8 -7 -8 16 11 10 -12 14 13 -15 -16 -17 -18 -19
leaf_value=0.0017597342649971006 0.00054231430246246286 0.00091989372983523551 0.0010895681816755673 0.00098202756748652317 0.0014963826235250125 0.00068431283061460701 0.00046385016170065251 0.00084814361582403672 0.0016338832471417474 0.0014035280266042696 0.001080679743618401 0.0013122704650867236 0.0011215443207120257 0.0013207176862367082 0.0015287814122615484 0.00031175312020018065 0.00060421795932239343 0.0012495485291177189
leaf_weight=54 67 52 89 69 81 68 55 52 69 84 97 143 107 958 94 72 58 94
leaf_count=54 67 52 89 69 81 68 55 52 69 84 97 143 107 958 94 72 58 94
internal_value=0 0.00126342 0.0012942 0.00132642 0.00135843 0.000914268 0.000685808 0.000554358 0.00134348 0.00118618 0.00123727 0.00145153 0.0013146 0.00130074 0.00139829 0.00042314 0.000719849 0.00132241
internal_weight=0 2114 2007 1850 1506 157 107 249 1452 344 275 306 1146 1065 237 139 110 178
internal_count=2363 2114 2007 1850 1506 157 107 249 1452 344 275 306 1146 1065 237 139 110 178
is_linear=0
shrinkage=0.0032998


Tree=5468
num_leaves=10
num_cat=0
split_feature=1444 129 1348 147 402 402 4 42 4
split_gain=0.216721 0.135709 0.120596 0.158202 0.115801 0.105289 0.102944 0.172661 0.165345
threshold=-0.078379999999999991 0.10359500000000001 0.084370000000000014 0.08789000000000001 0.13628000000000004 -0.45501999999999992 -0.0023899999999999993 0.089595000000000022 0.0030100000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -8
right_child=1 -3 -4 -5 -6 6 8 -9 -10
leaf_value=0.011485455275365385 0.0079191599657906318 0.008709813817571176 -0.0070812365266006557 0.009032047756886874 0.0086283960027764128 -0.0015773616427700683 0.0088667850349746849 0.0029030577368688187 0.0010533603043833735
leaf_weight=58 54 64 53 68 52 999 88 322 605
leaf_count=58 54 64 53 68 52 999 88 322 605
internal_value=0 0.00106567 0.000846557 0.00103941 0.000782199 0.000584037 0.000386473 -0.000483878 0.00204813
internal_weight=0 2305 2241 2188 2120 2068 2014 1321 693
internal_count=2363 2305 2241 2188 2120 2068 2014 1321 693
is_linear=0
shrinkage=0.16829


Tree=5469
num_leaves=24
num_cat=0
split_feature=4 3 2 2 3 2 14 151 3 50 42 393 3 13 3 50 481 13 3 49 4 2 15
split_gain=10.4129 4.04816 1.25192 1.30338 1.11119 0.800895 0.438185 0.43026 0.400989 0.36577 0.362095 0.359556 0.241339 0.455814 0.306424 0.19262 0.268367 0.212901 0.185509 0.220224 0.0986539 0.0799293 0.041185
threshold=0.30163500000000004 -0.064294999999999977 0.14234000000000005 -0.0091949999999999983 0.10812000000000001 0.093565000000000023 -1.0000000180025095e-35 0.0031850000000000003 0.0025650000000000004 0.083090000000000011 -0.0043149999999999994 0.086855000000000016 -0.097829999999999986 -0.0073499999999999998 -0.15500999999999998 0.091130000000000017 -0.048124999999999994 -0.068549999999999986 -0.090769999999999976 0.11250500000000001 -0.084284999999999985 0.086285000000000014 -0.030229999999999996
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=1 7 3 -3 5 22 -2 9 -8 11 -7 12 13 -1 -15 -11 -17 21 20 -20 -14 -18 -5
right_child=6 2 -4 4 -6 10 8 -9 -10 15 -12 -13 18 14 -16 16 17 -19 19 -21 -22 -23 -24
leaf_value=0.00092646831669097754 0.00070854851964735524 0.00051990540950946223 0.00045847023267114222 0.0013004352821401378 0.00073452352350094751 0.0012090123395718023 0.00024333265000712109 0.0015583004936911699 0.00055938847632492348 0.0015286598429256383 0.00088697702123998032 0.00098673470452182799 0.0013171087090601376 0.0011104510649774088 0.001407766171092254 0.0015270786465079976 0.0014433196823164238 0.0011557795822689496 0.0012810741764404466 0.0010609473458140649 0.0015223753980452995 0.0012638607843778005 0.0014299813628937583
leaf_weight=65 73 54 52 81 85 62 87 62 89 70 103 56 60 78 77 61 71 95 769 55 52 52 54
leaf_count=65 73 54 52 81 85 62 87 62 89 70 103 56 60 78 77 61 71 95 769 55 52 52 54
internal_value=0 0.00120666 0.000943855 0.00100127 0.00106869 0.00116326 0.000492972 0.00128614 0.000403357 0.00127531 0.0010082 0.00124788 0.0012605 0.00116047 0.00125838 0.00137047 0.00133066 0.00127553 0.00128397 0.00126642 0.00141273 0.00136774 0.00135251
internal_weight=0 2114 491 439 385 300 249 1623 176 1561 165 1212 1156 220 155 349 279 218 936 824 112 123 135
internal_count=2363 2114 491 439 385 300 249 1623 176 1561 165 1212 1156 220 155 349 279 218 936 824 112 123 135
is_linear=0
shrinkage=0.0032998


Tree=5470
num_leaves=22
num_cat=0
split_feature=3 3 39 42 12 3 12 12 11 1208 51 16 49 11 49 16 12 16 16 42 12
split_gain=12.1185 3.35195 2.15028 1.98436 1.97078 1.59334 1.34924 1.20125 1.1449 0.588259 0.573091 0.682938 0.526574 0.444578 0.330718 0.295384 0.253302 0.219317 0.175258 0.17174 0.109055
threshold=-0.058704999999999993 0.30112000000000005 0.084535000000000013 -0.026469999999999997 0.023990000000000004 0.11745500000000002 0.10266500000000002 -0.089089999999999989 1.0000000180025095e-35 0.086590000000000014 -0.092119999999999994 -0.0081349999999999981 -0.0038699999999999997 0.085630000000000026 -0.081334999999999977 -0.090639999999999984 0.087745000000000004 -0.0090499999999999973 -1.0000000180025095e-35 0.095455000000000012 -0.081314999999999985
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=4 2 5 -4 -1 10 8 -5 9 14 -2 12 -12 -10 -6 -8 17 -16 -17 -18 -9
right_child=1 -3 3 7 6 -7 15 20 13 -11 11 -13 -14 -15 16 18 19 -19 -20 -21 -22
leaf_value=0.00099393926494326318 0.0017266737314797741 0.00048372498844209867 0.0014814362712273579 0.0010715063037437321 0.0013750075222489593 0.00089124542678097572 0.0011511401720174989 0.00063327677828821306 0.0021255298426026709 0.0012735440541909318 0.0012429317294434727 0.0010867599008824061 0.0016766789795167119 0.0017255156160439669 0.0016587147748794153 0.0015366972074745803 0.0016264082417520585 0.00181954969630892 0.0013134107587119824 0.0014872459805480266 0.00042013898999108571
leaf_weight=59 63 94 53 77 54 71 54 56 70 53 52 66 77 56 373 90 566 131 73 125 52
leaf_count=59 63 94 53 77 54 71 54 56 70 53 52 66 77 56 373 90 566 131 73 125 52
internal_value=0 0.00106149 0.00115721 0.000917809 0.00158806 0.00133028 0.00160935 0.000756147 0.00164631 0.00161708 0.00145097 0.00136171 0.00150211 0.00194803 0.00163163 0.00136596 0.0016432 0.00170059 0.00143691 0.00160129 0.000530981
internal_weight=0 661 567 238 1704 329 1645 185 1428 1302 258 195 129 126 1249 217 1195 504 163 691 108
internal_count=2365 661 567 238 1704 329 1645 185 1428 1302 258 195 129 126 1249 217 1195 504 163 691 108
is_linear=0
shrinkage=0.0032998


Tree=5471
num_leaves=10
num_cat=0
split_feature=10 15 4 10 480 43 1456 50 15
split_gain=0.220097 0.201489 0.304678 0.225642 0.200127 0.206342 0.173218 0.157744 0.129882
threshold=0.058500000000000003 -0.4680149999999999 0.41488500000000006 -0.010699999999999999 -0.068944999999999992 -0.46848499999999998 -0.16130999999999998 0.11875500000000001 -0.41309499999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8 -4
right_child=-2 2 8 4 5 6 7 -9 -10
leaf_value=0.012427802744180346 -0.0075646088592563124 0.014018713706391477 6.6824820431466778e-05 0.012624346906768223 -0.0059856040785382023 -0.0055842085436227061 0.0039678059578145217 -0.0026758015841544893 -0.01152444332743504
leaf_weight=68 53 57 56 63 70 60 1778 107 53
leaf_count=68 53 57 56 63 70 60 1778 107 53
internal_value=0 0.00339396 0.00311941 0.003563 0.00327533 0.00298214 0.00330581 0.00358974 -0.00555281
internal_weight=0 2312 2244 2135 2078 2015 1945 1885 109
internal_count=2365 2312 2244 2135 2078 2015 1945 1885 109
is_linear=0
shrinkage=0.16829


Tree=5472
num_leaves=22
num_cat=0
split_feature=1 52 47 1 0 3 16 16 3 0 1 11 16 49 3 481 15 16 3 3 52
split_gain=26.17 6.98823 3.19172 1.82536 1.66297 1.50169 1.11745 1.09268 0.936203 0.724508 0.42722 0.640234 0.346845 0.289889 0.270428 0.259006 0.258414 0.258401 0.251661 0.230847 0.149052
threshold=0.10124500000000002 -0.41304999999999997 0.07813500000000001 0.13130500000000003 -0.076539999999999983 0.088465000000000002 -0.15135499999999999 -0.123625 -0.0088599999999999981 0.12411500000000002 0.094405000000000003 0.075910000000000019 -0.078654999999999989 0.091235000000000011 -0.077039999999999983 -0.086729999999999988 0.092725000000000016 0.081265000000000018 -0.081184999999999993 0.149315 0.016565000000000003
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=4 -2 3 6 5 10 -3 -4 -8 12 11 13 -6 15 17 -1 -17 -14 -15 -5 -16
right_child=1 2 7 19 9 -7 8 -9 -10 -11 -12 -13 14 18 20 16 -18 -19 -20 -21 -22
leaf_value=0.0019716802355343403 0.0017998197019997095 0.0010328224900740079 0.00079846820054206786 0.00035521431702040609 0.0012841753733518122 0.0011598914935537015 0.00076631781558050957 0.0014128976298313997 0.00024403719480568131 0.0011364516293958652 0.00143725115443346 0.0020790182676701015 0.0015446459947675243 0.0017573347346734373 0.0015614141806449828 0.0017562617191802937 0.0015699410371942232 0.0017985505914360508 0.0014935234166035957 7.4826357358039487e-05 0.0013509813715597689
leaf_weight=57 73 84 55 82 55 52 95 75 62 59 52 61 102 69 88 844 94 82 101 53 70
leaf_count=57 73 84 55 82 55 52 95 75 62 59 52 61 102 69 88 844 94 82 101 53 70
internal_value=0 0.000845073 0.000707264 0.000552984 0.0016525 0.00171163 0.000725137 0.00115322 0.000560291 0.00147997 0.00173405 0.00174661 0.00153093 0.00172917 0.00157051 0.00175107 0.00173763 0.00165799 0.00160081 0.000245397 0.00146841
internal_weight=0 579 506 376 1786 1330 241 130 157 456 1278 1226 397 1165 342 995 938 184 170 135 158
internal_count=2365 579 506 376 1786 1330 241 130 157 456 1278 1226 397 1165 342 995 938 184 170 135 158
is_linear=0
shrinkage=0.0032998


Tree=5473
num_leaves=22
num_cat=0
split_feature=4 12 2 2 11 2 2 12 2 2 4 2 4 133 151 133 4 133 52 2 4
split_gain=27.8828 8.13261 3.08208 3.61902 2.24778 2.23632 1.57371 1.38398 1.36689 0.698206 0.64202 0.590996 0.510455 0.421351 0.253454 0.2134 0.180286 0.161656 0.135556 0.134717 0.0636762
threshold=0.30163500000000004 0.077755000000000005 0.10859000000000001 0.074875000000000011 1.0000000180025095e-35 0.10244500000000002 0.092155000000000015 0.093225000000000016 0.13880500000000004 0.10244500000000002 -0.013929999999999998 0.12358500000000001 0.0051600000000000005 0.26521500000000003 -0.10093499999999998 0.085345000000000018 -0.020619999999999996 0.41696500000000003 -0.059354999999999991 0.12131500000000002 0.094510000000000025
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 2 3 -1 5 12 -5 -6 9 -2 -8 18 13 14 -3 -16 -4 -15 -7 -11 -14
right_child=8 4 16 6 7 11 10 -9 -10 19 -12 -13 20 17 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0011156950045532474 0.00061611733837780669 0.001827685330649543 0.0011956250590353912 0.0022338228685357367 0.0027021681138714518 0.001584689798811669 0.0019212459509771723 0.0020422900419469511 0.00033543979144125529 0.001147299628644453 0.0014353164113211521 0.00130871826313195 0.0018730040841089153 0.0017161395874065938 0.0020220807153842899 0.002140450889533969 0.00094013819799181324 0.001944851916518121 0.0017988258399164172 0.00091150048607828687 0.0017304853857851082
leaf_weight=95 72 62 52 87 71 55 54 69 73 58 68 52 102 64 722 233 78 83 95 53 67
leaf_count=95 72 62 52 87 71 55 54 69 73 58 68 52 102 64 722 233 78 83 95 53 67
internal_value=0 0.00187145 0.00146858 0.00165062 0.00197581 0.00193918 0.0018936 0.00237719 0.000717993 0.000870403 0.00165069 0.0016147 0.00198833 0.00201321 0.00203742 0.002051 0.0010426 0.00184552 0.00172054 0.00103503 0.00181671
internal_weight=0 2109 434 304 1675 1535 209 140 256 183 122 202 1333 1164 1017 955 130 147 150 111 169
internal_count=2365 2109 434 304 1675 1535 209 140 256 183 122 202 1333 1164 1017 955 130 147 150 111 169
is_linear=0
shrinkage=0.0032998


Tree=5474
num_leaves=22
num_cat=0
split_feature=3 13 0 16 1456 1429 129 16 12 16 16 1375 15 12 2 12 43 0 0 43 0
split_gain=0.210564 0.568491 0.180077 0.446199 0.271513 0.257736 0.251978 0.228502 0.195071 0.229927 0.217026 0.170145 0.182961 0.330012 0.155091 0.136382 0.13327 0.0985004 0.183701 0.0956922 0.0665402
threshold=0.11745500000000002 -0.11122999999999998 -0.079249999999999987 0.032580000000000005 -0.11085999999999999 0.084690000000000015 0.087825000000000014 -0.0094449999999999968 0.092495000000000008 0.26676500000000009 0.41088500000000006 0.083945000000000006 -0.014614999999999998 0.081810000000000008 0.08647500000000001 0.093105000000000007 -0.067359999999999989 -0.072364999999999985 -0.062694999999999987 -0.052219999999999996 -0.11692999999999999
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=2 20 4 7 -1 6 11 15 9 -5 -10 12 14 -14 -6 16 -4 -17 -19 -12 -2
right_child=1 -3 3 8 5 -7 -8 -9 10 -11 19 -13 13 -15 -16 17 -18 18 -20 -21 -22
leaf_value=-0.0048785975598936429 0.0023862627277075571 -0.01339874696797279 0.0036289420412457954 0.017344959038439845 0.0096648001880065143 -0.0034729813294844731 -0.00019804501709735233 -0.0092156955660891923 -0.0016340358330900425 0.0056283131835112221 0.014308822337813444 0.017762821571586072 0.022311101903218302 0.0087856550906113585 0.0035870318873081177 0.0083680583422490237 -0.0064520652634906632 -0.0054939818026973376 0.0076701050646570028 0.0044452200542501544 0.010764666917761333
leaf_weight=54 52 62 63 97 186 60 102 66 98 94 54 54 57 512 334 94 90 60 60 59 57
leaf_count=54 52 62 63 97 186 60 102 66 98 94 54 54 57 512 334 94 90 60 60 59 57
internal_value=0 -0.000523143 0.00559857 0.00364885 0.0067952 0.00727963 0.00779927 -9.54665e-05 0.00768638 0.0115881 0.00414601 0.00851451 0.00805427 0.0101437 0.00576446 0.00153979 -0.00228932 0.00428582 0.00107309 0.0091747 0.00678411
internal_weight=0 171 2194 835 1359 1305 1245 433 402 191 211 1143 1089 569 520 367 153 214 120 113 109
internal_count=2365 171 2194 835 1359 1305 1245 433 402 191 211 1143 1089 569 520 367 153 214 120 113 109
is_linear=0
shrinkage=0.16829


Tree=5475
num_leaves=22
num_cat=0
split_feature=39 13 147 0 133 0 0 133 49 0 43 0 0 42 49 133 133 0 160 13 133
split_gain=8.22655 4.16489 1.06305 0.92243 0.732606 0.348898 0.389622 0.297178 0.397759 0.294013 0.271597 0.289221 0.45397 0.727735 0.277968 0.231362 0.211933 0.204905 0.158091 0.148509 0.137089
threshold=0.081875000000000017 -0.16392499999999996 0.08955500000000001 -0.076539999999999983 -0.0081099999999999974 0.033830000000000006 -0.039129999999999991 0.086505000000000012 -0.048839999999999995 0.12411500000000002 -0.10227499999999999 -0.095264999999999989 -0.15385999999999997 0.080060000000000006 -1.0000000180025095e-35 0.11588000000000002 0.085720000000000018 -0.12608499999999997 -0.057984999999999988 -0.070834999999999995 0.078935000000000019
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 17 3 10 -5 6 18 8 -2 -7 20 12 14 -14 -12 16 -13 -1 -6 -10 -3
right_child=7 2 -4 4 5 9 -8 -9 19 -11 11 15 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0006319495288594504 0.0010789339625994548 0.0015310234980927013 0.00099288439810001614 0.0010662565210115141 0.0012132137409346651 0.0016833134416021152 0.0010607815310315948 0.00062241893529716298 0.0006088885876489753 0.0013470901166731826 0.0013696425506057198 0.0014847449912788707 0.0011257383719748396 0.0015140967230601219 0.0016985291291073026 0.0013174895298703813 0.0016148824586406211 0.00091052861581650583 0.001409659278353007 0.00085646077599373116 0.0017303212237840993
leaf_weight=52 57 102 61 99 58 67 52 97 53 52 53 600 124 93 64 73 187 68 251 56 67
leaf_count=52 57 102 61 99 58 67 52 97 53 52 53 600 124 93 64 73 187 68 251 56 67
internal_value=0 0.00138789 0.00142368 0.0014372 0.00132628 0.00137984 0.00132804 0.000768869 0.000854233 0.00153669 0.00148429 0.00146643 0.00138265 0.00129234 0.00154985 0.00149893 0.00151571 0.000790105 0.0013729 0.000736405 0.00161024
internal_weight=0 2123 2003 1942 579 480 361 263 166 119 1363 1194 334 217 117 860 787 120 309 109 169
internal_count=2386 2123 2003 1942 579 480 361 263 166 119 1363 1194 334 217 117 860 787 120 309 109 169
is_linear=0
shrinkage=0.0032998


Tree=5476
num_leaves=22
num_cat=0
split_feature=1 39 2 131 2 13 49 4 15 1 1 16 14 124 48 13 13 43 4 16 16
split_gain=19.1944 2.104 1.82977 1.42242 1.34024 0.992056 0.693104 0.630486 0.617489 1.68565 0.811537 0.659442 0.545243 0.360423 0.234775 0.248752 0.217309 0.210768 0.400277 0.253918 0.165634
threshold=0.10752500000000002 0.087880000000000014 0.099675000000000014 0.087705000000000019 -0.0091949999999999983 -1.0000000180025095e-35 -0.086604999999999988 0.24726500000000004 -1.0000000180025095e-35 0.096035000000000023 0.097480000000000011 -0.0087049999999999992 0.062655000000000016 -0.076164999999999983 0.091220000000000009 -0.079149999999999984 -0.28558999999999996 -0.0019149999999999998 -0.069734999999999978 -0.071044999999999983 0.051380000000000002
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=2 3 4 5 -1 16 -6 -7 9 20 11 -10 14 -3 17 -16 -2 19 -19 -8 -4
right_child=1 13 8 -5 6 7 12 -9 10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22
leaf_value=0.0010187748066156103 0.00033110915772976626 0.00014884519406260002 0.0014129055887709486 0.001203141411239694 0.0018904221979129984 0.0011887859646666646 0.0015950561320739851 0.00069901427672592134 0.0014779184202106548 0.00065275404553369755 0.0017375981391237417 0.00098568425304725146 0.0018384077255388009 0.00049704409720502352 0.0015088927161550701 0.0011851379806247402 0.00062788751015744422 0.001520599272335117 0.0012781084681055958 0.001482319002517989 0.0012058486098027112
leaf_weight=59 55 57 86 87 56 52 465 65 66 57 56 55 55 76 54 53 54 235 112 440 91
leaf_count=59 55 57 86 87 56 52 465 65 66 57 56 55 55 76 54 53 54 235 112 440 91
internal_value=0 0.00069622 0.00145556 0.000844038 0.00150822 0.000705643 0.00152784 0.000916992 0.00125958 0.00114752 0.00140752 0.00125447 0.00151346 0.000348081 0.00150028 0.00134886 0.00047846 0.00151319 0.00144243 0.00154028 0.00130665
internal_weight=0 446 1940 313 1529 226 1470 117 411 234 177 121 1414 133 1359 107 109 1252 347 905 177
internal_count=2386 446 1940 313 1529 226 1470 117 411 234 177 121 1414 133 1359 107 109 1252 347 905 177
is_linear=0
shrinkage=0.0032998


Tree=5477
num_leaves=29
num_cat=0
split_feature=12 13 12 13 156 0 10 13 12 123 0 484 51 0 0 51 50 0 131 0 1212 400 13 12 1212 13 12 12
split_gain=14.2348 5.04049 2.8275 1.91141 1.14427 0.972404 0.971646 0.771889 0.683549 0.607513 0.441989 0.353944 0.333135 0.325125 0.260523 0.286787 0.248994 0.242536 0.22844 0.212625 0.190433 0.149431 0.136856 0.118812 0.105514 0.103924 0.0634249 0.124474
threshold=0.077755000000000005 -0.0042049999999999995 0.10090500000000001 0.043640000000000005 0.050840000000000003 -0.042364999999999993 -0.0010949999999999998 -0.41143499999999994 0.086795000000000011 0.08592000000000001 -0.096594999999999986 0.087020000000000014 -0.083174999999999985 -0.10417499999999999 -0.091674999999999993 -0.025359999999999997 0.041865000000000006 -0.077259999999999981 0.086300000000000016 -0.23046999999999998 0.082415000000000016 -0.054869999999999995 -0.024504999999999996 0.093105000000000007 0.090465000000000018 -0.09547499999999999 0.083725000000000008 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 4 13 14 -1 -8 11 -9 25 16 23 19 -4 -16 20 -17 21 -3 26 -14 -20 -12 -23 -10 -2 -28
right_child=2 3 5 -5 -6 -7 7 9 10 -11 12 -13 18 -15 15 17 -18 -19 22 -21 -22 24 -24 -25 -26 -27 27 -29
leaf_value=0.00045059727146684885 0.0016931691038720817 0.0013859616429483497 0.0012681728408418501 0.00090102267958336248 0.0018456546768204614 0.0010216390343311343 0.0005720016492152209 0.0011620136599389832 0.0015967832469575604 0.00073524436369845538 0.0014134662389727393 0.0020653669564666783 0.0019120991896810762 0.0015448088153952135 0.001314673546111308 0.0017868102289758131 0.0019498121574937509 0.001502292818996259 0.0015386362208228469 0.0010988008746647148 0.0015912580554870168 0.0017600342592834055 0.0017436259241171525 0.001634952410010222 0.0016205270558822911 0.0013970941021626119 0.0019670788915531613 0.001766660494835389
leaf_weight=77 61 62 55 76 74 66 63 100 57 58 53 62 66 66 52 53 89 95 102 55 70 431 61 62 77 68 53 122
leaf_count=77 61 62 55 76 74 66 63 100 57 58 53 62 66 66 52 53 89 95 102 55 70 431 61 62 77 68 53 122
internal_value=0 0.00108278 0.00166087 0.00136192 0.00149807 0.00138038 0.000770749 0.000882136 0.00172364 0.00100557 0.00167394 0.00182981 0.00170111 0.00135733 0.00147309 0.00152926 0.00179274 0.00160442 0.00172727 0.00125127 0.00174694 0.00175893 0.00161557 0.00153318 0.00173896 0.00148843 0.00179297 0.00182756
internal_weight=0 631 1755 333 257 321 298 221 1434 158 977 457 852 183 255 200 395 148 737 117 306 574 163 115 508 125 236 175
internal_count=2386 631 1755 333 257 321 298 221 1434 158 977 457 852 183 255 200 395 148 737 117 306 574 163 115 508 125 236 175
is_linear=0
shrinkage=0.0032998


Tree=5478
num_leaves=20
num_cat=0
split_feature=1 39 39 3 4 2 14 0 1 1 4 15 2 484 11 0 4 15 15
split_gain=22.8205 3.74222 2.54892 2.91919 2.67138 1.24588 1.23017 1.40563 1.41639 0.978855 0.730522 0.551775 0.549036 0.495695 0.460533 0.789151 0.377887 0.260954 0.141594
threshold=0.10752500000000002 0.081875000000000017 0.087880000000000014 0.25468500000000005 -0.021234999999999997 0.11715500000000001 0.076175000000000007 -0.10120999999999998 0.083555000000000018 0.092655000000000015 0.0051600000000000005 -0.07879499999999999 0.11144000000000001 0.12217500000000002 0.079915000000000014 0.0037850000000000002 0.016695000000000005 -0.066639999999999991 -0.091934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 11 7 8 -1 -3 13 -6 -4 14 15 -9 -10 18 -12
right_child=2 9 12 -5 5 -7 -8 10 16 -11 17 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0019803370377696927 0.0020887173297623983 0.0016655098539429412 0.00095252750555808151 0.00071351583404133639 0.001239788941235535 0.00091085660259193971 0.0024134172286195124 0.0020094488254632625 0.0012243286038131778 0.0010483203706140756 0.0017689873355786877 0.0017112308961758273 0.00052523922811628166 0.0023324651372467285 0.0023023103058485103 0.0016828951996512118 0.0016232321349169722 0.0016187262404239349 0.0020084724500725759
leaf_weight=98 55 55 61 78 55 70 66 1180 52 58 61 55 72 52 54 88 54 66 56
leaf_count=98 55 55 61 78 55 70 66 1180 52 58 61 55 72 52 54 88 54 66 56
internal_value=0 0.00193277 0.00110478 0.00126754 0.00145128 0.00125631 0.00196886 0.00195218 0.00169345 0.00134903 0.00198605 0.00147583 0.000721478 0.00201235 0.00199973 0.00198681 0.00142788 0.00178846 0.00188391
internal_weight=0 1940 446 313 235 180 1827 1761 204 113 1557 110 133 1374 1322 1268 106 183 117
internal_count=2386 1940 446 313 235 180 1827 1761 204 113 1557 110 133 1374 1322 1268 106 183 117
is_linear=0
shrinkage=0.0032998


Tree=5479
num_leaves=16
num_cat=0
split_feature=1 2 4 131 16 3 49 13 11 4 1429 16 4 159 4
split_gain=0.543643 0.431597 0.484172 0.32492 0.57456 0.248265 0.211626 0.151347 0.130099 0.30044 0.15888 0.157689 0.221677 0.145755 0.122567
threshold=0.10335000000000001 -1.0000000180025095e-35 -0.050094999999999994 0.089325000000000015 0.024125000000000004 0.09037000000000002 -0.091004999999999989 -0.012064999999999998 0.078340000000000007 -0.47860499999999995 0.084690000000000015 0.27252000000000004 -0.1075 0.012830000000000003 0.0030100000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 7 -1 -4 9 -8 11 12 -11 -14 -13
right_child=1 2 3 -5 -6 -7 8 -9 -10 10 -12 14 13 -15 -16
leaf_value=0.019346528776137378 -0.005790107290967573 0.018774168243442944 -0.0068028403549468715 0.012681398338706512 -0.013974991014447675 0.011129851921455552 0.022007595643453143 0.0050918720170417143 0.0029416975220702252 0.021438567557834843 0.0027737010016868485 -0.0019298531731963915 0.0095492039006965269 0.014742313349076944 0.0093934863460851149
leaf_weight=70 100 75 54 91 57 101 59 69 74 52 88 52 1211 177 56
leaf_count=70 100 75 54 91 57 101 59 69 74 52 88 52 1211 177 56
internal_value=0 0.00419485 0.00643265 0.00393961 0.00110224 0.00494688 0.0102443 -0.000115591 0.00988308 0.0101851 0.0097576 0.0101535 0.0106194 0.0102127 0.00392487
internal_weight=0 547 447 372 281 224 1839 123 1769 1695 1636 1548 1440 1388 108
internal_count=2386 547 447 372 281 224 1839 123 1769 1695 1636 1548 1440 1388 108
is_linear=0
shrinkage=0.16829


Tree=5480
num_leaves=26
num_cat=0
split_feature=1 52 52 14 2 2 2 1 39 51 151 51 15 52 52 52 42 403 13 50 481 15 2 403 43
split_gain=17.1191 3.37616 1.99854 1.91106 1.12637 0.679824 2.0919 0.612434 0.543321 0.46608 0.44397 0.379127 0.305262 0.325439 0.392677 0.295738 0.533834 0.256441 0.253627 0.224646 0.21694 0.186186 0.15643 0.155211 0.12559
threshold=0.10141500000000002 -0.41304999999999997 0.12492500000000002 0.062655000000000016 0.092155000000000015 0.10161500000000002 -1.0000000180025095e-35 0.091275000000000009 0.081875000000000017 0.0089800000000000019 -0.029339999999999995 0.093705000000000024 0.041820000000000003 -0.15201999999999996 0.024560000000000002 -0.077269999999999991 0.086700000000000013 -0.52439499999999983 -0.065269999999999981 0.081075000000000022 -0.084999999999999992 -0.030229999999999996 0.12454500000000002 0.0032850000000000002 -0.036794999999999994
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 5 4 7 6 -3 9 10 17 -6 15 13 -12 -15 -7 22 -1 -14 -11 -19 -9 -17 -22 -23
right_child=1 2 -4 -5 8 11 -8 21 -10 19 12 -13 18 14 -16 16 -18 20 -20 -21 23 24 -24 -25 -26
leaf_value=0.0018169352918498652 0.0014846828602490844 0.00054520012902364986 0.0012573011042276716 0.0020591715838772918 0.0016750778000440892 0.00029337889216469223 0.0013201097420780989 0.0011826038765049508 0.0010413953542896992 0.0012191862669821676 0.0014533734258932989 0.00081930472848051417 0.001621656467205531 0.0010546115588052087 0.0013442780154668431 0.00082834661797189782 0.00029551590683757708 0.001780051630435086 0.0013553402556082284 0.0015234413793528885 0.0015414881676951355 0.0013180681373704578 0.00058404979712267744 0.0016675258828686124 0.0015494660893802152
leaf_weight=56 79 101 73 64 55 54 61 52 54 57 102 53 74 89 125 55 52 58 89 53 595 58 63 140 52
leaf_count=56 79 101 73 64 55 54 61 52 54 57 102 53 74 89 125 55 52 58 89 53 595 58 63 140 52
internal_value=0 0.000849295 0.000751188 0.00149795 0.00147691 0.000666947 0.000837205 0.0015385 0.00135943 0.00157043 0.00139152 0.000567248 0.00135889 0.00129813 0.00122397 0.000507452 0.000575244 0.00159686 0.00147646 0.0013661 0.00158128 0.0013493 0.000698216 0.00156554 0.00142778
internal_weight=0 591 512 1773 1709 439 162 1121 588 959 534 277 479 316 214 224 170 849 163 110 793 162 118 735 110
internal_count=2364 591 512 1773 1709 439 162 1121 588 959 534 277 479 316 214 224 170 849 163 110 793 162 118 735 110
is_linear=0
shrinkage=0.0032998


Tree=5481
num_leaves=21
num_cat=0
split_feature=1 1210 155 1 15 51 1447 1446 1447 11 42 42 1 0 0 12 484 15 12 12
split_gain=0.372167 0.333391 0.292952 0.275703 0.222586 0.220849 0.200975 0.223969 0.301655 0.210739 0.218913 0.343904 0.271234 0.196017 0.219712 0.245692 0.155439 0.228782 0.150885 0.0465851
threshold=0.091275000000000009 -0.08107499999999998 0.11332500000000002 0.14828500000000003 0.11614000000000001 0.10501000000000001 -0.086254999999999984 0.08376500000000002 -0.08039499999999998 1.0000000180025095e-35 0.083725000000000008 -0.0015249999999999999 0.080125000000000016 -0.023359999999999995 -0.082654999999999992 0.084535000000000013 0.087150000000000019 -0.052259999999999994 0.095175000000000023 0.098195000000000018
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 -1 3 4 5 13 -3 9 -9 10 11 19 -13 14 15 -2 17 -12 -16 -8
right_child=2 6 -4 -5 -6 -7 7 8 -10 -11 16 12 -14 -15 18 -17 -18 -19 -20 -21
leaf_value=0.020351112329714323 0.0029936964049325525 0.018927783757264435 0.01701593031597633 0.01594506122472816 0.013771223450575949 0.011571341733947089 0.010753669974692098 -0.0063301797272007137 0.010906519438867614 0.01994544702807963 0.0056058816257470003 -0.0034211360425992266 0.0093954346743113874 -0.0057550639662962916 0.0036418477489039347 -0.0084858661470534127 0.019053365772340587 0.013280553387136377 0.012854348689130159 0.0066082622231042913
leaf_weight=87 206 63 61 59 60 76 347 59 56 56 167 124 75 81 130 71 73 328 83 102
leaf_count=87 206 63 61 59 60 76 347 59 56 56 167 124 75 81 130 71 73 328 83 102
internal_value=0 0.010214 0.00577994 0.00488282 0.00395712 0.00304423 0.00960453 0.00917975 0.00204772 0.00982314 0.0093555 0.00723426 0.0014002 0.00190612 0.00317623 4.47955e-05 0.0117723 0.010695 0.00724013 0.00981595
internal_weight=0 1537 827 766 707 647 1450 1387 115 1272 1216 648 199 571 490 277 568 495 213 449
internal_count=2364 1537 827 766 707 647 1450 1387 115 1272 1216 648 199 571 490 277 568 495 213 449
is_linear=0
shrinkage=0.16829


Tree=5482
num_leaves=24
num_cat=0
split_feature=15 15 0 15 124 0 15 52 0 51 16 16 484 159 403 16 0 15 52 16 0 52 403
split_gain=7.55827 2.13427 2.07975 1.31448 1.09782 0.893884 0.939088 0.750546 1.23606 0.842094 0.376887 0.364838 0.371964 0.319678 0.318394 0.290131 0.276314 0.248804 0.245409 0.156988 0.123146 0.122708 0.106321
threshold=-0.37478999999999996 0.03981500000000001 -0.12324999999999998 -0.14524999999999996 -1.0000000180025095e-35 -0.14310999999999999 0.13673000000000005 -0.5502149999999999 -0.075424999999999978 -1.0000000180025095e-35 -0.095794999999999977 -0.038799999999999994 -0.070384999999999989 0.10607000000000001 -0.53830999999999996 0.024125000000000004 0.053930000000000006 0.087865000000000013 -0.043914999999999989 -0.42004999999999992 -0.07304999999999999 -0.10692499999999998 -0.0096849999999999974
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=13 2 3 -2 -4 -3 10 -6 11 21 -7 12 -9 19 -12 -13 -11 22 -5 -1 -19 -10 -16
right_child=1 5 4 18 7 6 -8 8 9 16 14 15 -14 -15 17 -17 -18 20 -20 -21 -22 -23 -24
leaf_value=0.00079708346652222067 0.0013396397144294009 0.0017867371091197474 0.00091032449001572169 0.0006464487516718053 0.001577470053890657 0.0011583072992888772 0.00094892653894820497 0.001470661957639728 0.0013319142200276109 0.00079791508893189609 0.0016724123213474596 0.0014866262219386079 0.0011905389885749202 0.00036419173063451414 0.0014279202245794779 0.001233365512497736 0.0010875784241927515 0.0013811145247734358 0.00088942688627064869 0.00054880662627019021 0.0012386360814515293 0.0011406630570266125 0.0015760167202849842
leaf_weight=52 59 60 96 89 86 67 55 70 95 94 52 221 214 61 151 66 60 306 96 63 92 66 93
leaf_count=52 59 60 96 89 86 67 55 70 95 94 52 221 214 61 151 66 60 306 96 63 92 66 93
internal_value=0 0.00126974 0.00118535 0.000909951 0.00124823 0.00139609 0.00136732 0.00128157 0.00125281 0.00108629 0.00139752 0.00134461 0.00125971 0.000558576 0.00142056 0.00142851 0.000911 0.0014001 0.000772725 0.000661377 0.00134827 0.00125373 0.00148451
internal_weight=0 2188 1312 244 1068 876 816 972 886 315 761 571 284 176 694 287 154 642 185 115 398 161 244
internal_count=2364 2188 1312 244 1068 876 816 972 886 315 761 571 284 176 694 287 154 642 185 115 398 161 244
is_linear=0
shrinkage=0.0032998


Tree=5483
num_leaves=25
num_cat=0
split_feature=1 2 133 2 14 403 159 15 4 2 13 3 13 1429 49 4 43 49 15 402 151 15 13 43
split_gain=0.306571 0.248891 0.294215 0.215412 0.212811 0.251395 0.195294 0.196771 0.369398 0.250022 0.162328 0.341767 0.335499 0.20577 0.159145 0.156253 0.282806 0.144726 0.143538 0.173826 0.261235 0.113371 0.0791571 0.0124712
threshold=0.092415000000000011 -0.0091949999999999983 -0.006304999999999999 -0.10238999999999998 0.062655000000000016 -0.54045999999999983 0.10467500000000002 -0.24269999999999997 -0.0086449999999999982 1.0000000180025095e-35 -0.059914999999999989 -0.11756999999999999 -0.035449999999999988 0.084895000000000012 -0.0063599999999999985 -0.068484999999999976 -0.0019149999999999998 -0.025549999999999996 0.094425000000000023 -0.0063199999999999992 -0.044604999999999992 0.083885000000000015 -0.048839999999999995 -0.013819999999999997
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=4 3 -3 -2 5 -1 7 -4 14 -10 13 -12 -13 18 -9 21 -17 -11 19 -7 -21 -14 -16 -20
right_child=1 2 6 -5 -6 10 -8 8 9 17 11 12 15 -15 22 16 -18 -19 23 20 -22 -23 -24 -25
leaf_value=0.020454021465503021 0.0049803282236327339 -0.0021019385957193127 0.016808319827960268 -0.0099273296132373432 0.019290945034004071 0.016682422671936314 -0.00033010405336134042 0.020038261256123201 0.011456240423772062 0.0033116368799826395 -0.005614767897823612 -0.0033578137152775276 0.017894318539784709 0.019160562869920805 0.0061703181871777292 0.0105964813675273 -0.0011377537490598808 -0.0078076314622023612 0.017157818446724891 0.01396415731152933 0.005340776242076367 0.010034631972191682 0.013130583699911422 0.01323473437866967
leaf_weight=53 58 95 80 52 60 65 70 55 57 71 58 67 67 68 93 149 95 62 52 132 410 246 95 54
leaf_count=53 58 95 80 52 60 65 70 55 57 71 58 67 67 68 93 149 95 62 52 132 410 246 95 54
internal_value=0 0.00536233 0.00656766 -0.0020506 0.00943454 0.00904326 0.00798346 0.00912137 0.00769699 0.00212663 0.00862866 0.00672405 0.00787381 0.0102895 0.012045 0.00922805 0.00602046 -0.00185827 0.00944097 0.00843647 0.00744425 0.0117228 0.00969703 0.0151762
internal_weight=0 788 678 110 1576 1516 583 513 433 190 1463 682 624 781 243 557 244 133 713 607 542 313 188 106
internal_count=2364 788 678 110 1576 1516 583 513 433 190 1463 682 624 781 243 557 244 133 713 607 542 313 188 106
is_linear=0
shrinkage=0.16829


Tree=5484
num_leaves=23
num_cat=0
split_feature=4 3 3 156 10 2 52 16 4 52 3 52 11 2 2 50 52 15 159 52 133 133
split_gain=19.2854 5.80053 3.19392 1.7229 0.908244 0.861685 0.848047 1.0117 1.40811 0.816543 1.12595 0.512333 1.39287 0.402413 0.708993 0.365658 0.314604 0.280982 0.234019 0.168919 0.166728 0.0996971
threshold=0.30163500000000004 0.25468500000000005 -0.068254999999999982 0.091335000000000013 -1.0000000180025095e-35 0.096930000000000016 -0.087769999999999987 -0.052894999999999991 -0.030434999999999993 -0.53454499999999994 -0.097224999999999992 0.26959000000000005 1.0000000180025095e-35 0.12708000000000003 0.10045500000000002 0.077805000000000013 0.50959500000000013 0.091475000000000015 -0.0062899999999999996 0.044705000000000002 0.099660000000000012 0.032620000000000003
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 2 5 4 -4 11 -6 19 -9 -7 -11 12 15 14 -2 18 -13 -17 -1 -8 21 -12
right_child=13 -3 3 -5 6 9 7 8 -10 10 20 16 -14 -15 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0017932382588315848 0.00045213472462819862 0.00048590049973518752 0.00085824722007331604 0.0018861839160279948 0.0016114720688453386 0.001796940695394717 0.0013212955887713172 0.0013910482941898925 0.00075232316864947031 0.00098618103781143826 0.0014949465935073191 0.0012717515577770786 0.0022204923348759218 0.00041648315104907721 0.0008987662655801365 0.0018460665829504118 0.0016301825631332778 0.0015783326126071796 0.0016171135649336002 0.0015454163042912593 0.001367306606768574 0.0017029273564528307
leaf_weight=97 75 56 53 55 86 67 82 70 82 59 58 53 53 102 81 190 57 58 748 73 56 53
leaf_count=97 75 56 53 55 86 67 82 70 82 59 58 53 53 102 81 190 57 58 748 73 56 53
internal_value=0 0.00153461 0.00156324 0.00133383 0.00126564 0.00163741 0.00132049 0.00123886 0.0010467 0.00147526 0.00137974 0.00167521 0.00169605 0.000578535 0.000684265 0.00167058 0.0014578 0.00178359 0.00163737 0.00142708 0.00151857 0.00159457
internal_weight=0 2106 2050 501 446 1549 393 307 152 293 226 1256 1146 258 156 1093 110 248 845 155 167 111
internal_count=2364 2106 2050 501 446 1549 393 307 152 293 226 1256 1146 258 156 1093 110 248 845 155 167 111
is_linear=0
shrinkage=0.0032998


Tree=5485
num_leaves=10
num_cat=0
split_feature=48 1 34 48 11 11 49 1 43
split_gain=0.223857 0.274893 0.221231 0.187268 0.155539 0.208751 0.156508 0.22183 0.147222
threshold=0.13438000000000003 0.14551500000000003 -0.081829999999999986 -0.082959999999999992 0.093740000000000018 0.079915000000000014 -0.046979999999999987 0.095695000000000016 -0.14726499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -8
right_child=-2 -3 3 4 -6 -7 8 -9 -10
leaf_value=-0.0018903620328691523 -0.0026359925836853407 0.019563325747600401 0.017740953260861215 0.0083229407033031406 -5.6398246125398875e-05 0.016837941531670703 0.014097619825673246 -0.0020934153380905009 0.0080613254929028481
leaf_weight=62 54 60 58 135 65 78 124 101 1637
leaf_count=62 54 60 58 135 65 78 124 101 1637
internal_value=0 0.00829979 0.00799996 0.00827976 0.0080225 0.00827644 0.00794114 0.00385748 0.00848739
internal_weight=0 2320 2260 2198 2140 2075 1997 236 1761
internal_count=2374 2320 2260 2198 2140 2075 1997 236 1761
is_linear=0
shrinkage=0.16829


Tree=5486
num_leaves=26
num_cat=0
split_feature=2 2 2 40 43 13 0 15 15 15 0 15 0 0 0 43 475 43 15 13 13 43 43 43 2
split_gain=8.28697 3.6682 2.14096 1.49449 1.40937 1.18561 1.06983 0.67974 0.655135 0.367396 0.622475 0.515317 0.447007 0.359194 0.259928 0.253158 0.197649 0.172567 0.221594 0.160777 0.238052 0.106203 0.0657158 0.242076 0.0726596
threshold=0.11891500000000001 -1.0000000180025095e-35 0.099675000000000014 -0.026419999999999996 -0.049914999999999994 -0.15078499999999997 -0.13010499999999997 -0.094269999999999979 -0.13309999999999997 1.0000000180025095e-35 -0.12608499999999997 0.092555000000000012 -0.078964999999999994 -0.15135999999999997 -0.095419999999999991 -0.080249999999999988 -0.074304999999999982 0.053790000000000011 0.083590000000000012 0.0015850000000000003 -0.079464999999999994 -0.082389999999999977 -0.034884999999999992 0.0077000000000000011 0.084675000000000014
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=1 4 8 -2 -1 -5 13 -7 14 10 -10 17 21 -4 -3 -14 -8 18 -11 20 -18 -12 24 -24 -13
right_child=3 2 6 5 -6 7 16 -9 9 11 12 22 15 -15 -16 -17 19 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.00063286583613827215 0.00038955484423946595 0.0018787375690292487 0.0010898068638130892 0.00051862591043133415 0.0012592179283578205 0.00078142200851709039 0.0014771775727592423 0.0012607463674276541 0.0010911184125416548 0.0017727614619483117 0.0015347584718566813 0.0012042556941980627 0.0010920037364352863 0.0007194714411522771 0.0015434349878567792 0.0013689511186759564 0.0011410399219060727 0.0013952461045986866 0.0015444741410475958 0.0011251226356922214 0.0014120035806568076 0.0014248013289512485 0.0015887275463642677 0.0012830454900704797 0.001381357126612686
leaf_weight=97 84 53 64 58 66 52 56 87 72 55 195 53 58 53 52 103 57 74 405 75 102 224 52 67 60
leaf_count=97 84 53 64 58 66 52 56 87 72 55 195 53 58 53 52 103 57 74 405 75 102 224 52 67 60
internal_value=0 0.00136264 0.00140281 0.000758817 0.000886697 0.00091609 0.00118974 0.00108168 0.00145973 0.00144095 0.00138263 0.00149055 0.00141875 0.000922349 0.00171302 0.0012694 0.0012975 0.00154744 0.00157185 0.00125435 0.00131509 0.00147606 0.00135944 0.00141692 0.0012986
internal_weight=0 2093 1930 281 163 197 407 139 1523 1418 652 766 580 117 105 161 290 534 460 234 159 419 232 119 113
internal_count=2374 2093 1930 281 163 197 407 139 1523 1418 652 766 580 117 105 161 290 534 460 234 159 419 232 119 113
is_linear=0
shrinkage=0.0032998


Tree=5487
num_leaves=20
num_cat=0
split_feature=14 10 52 2 4 4 130 150 3 4 4 150 2 0 0 3 0 12 3
split_gain=0.261676 0.28952 0.208435 0.196384 0.1829 0.173384 0.140785 0.167571 0.262266 0.303117 0.154046 0.133116 0.123965 0.124941 0.109462 0.099402 0.169098 0.127255 0.0804849
threshold=-0.10708499999999999 0.058500000000000003 -0.062629999999999977 0.098365000000000022 0.19411000000000003 -0.0086449999999999982 -0.050984999999999996 0.084680000000000019 -0.012769999999999998 -0.022999999999999996 0.005935000000000001 0.094605000000000009 0.10699500000000002 -0.14097999999999997 -0.076639999999999986 -0.23746499999999995 -0.023359999999999995 0.095175000000000023 -0.073629999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 15 -2 8 10 -10 -8 -9 -7 -14 -15 -5 17 -17 -16
right_child=1 -3 -4 5 -6 12 7 11 9 -11 -12 -13 13 14 18 16 -18 -19 -20
leaf_value=0.0085116326366660184 0.014959492532655803 -0.0044645070566996991 0.023443939533329565 0.014086086099510165 0.016541105674126984 -0.0027301210383114329 0.0082964039952552072 -0.0044751522276296838 0.0075308521172586041 0.025594391908865834 0.0018362934858119522 0.0061449921273882806 0.0095260837873209492 -0.0040141408651825691 0.0004987102102248953 0.013151771337803056 -0.0014942045829907278 0.0036335839190886066 0.0095617895704093233
leaf_weight=55 82 58 52 63 78 92 1043 52 54 52 117 93 90 60 58 96 56 69 54
leaf_count=55 82 58 52 63 78 92 1043 52 54 52 117 93 90 60 58 96 56 69 54
internal_value=0 0.00725297 0.0157852 0.00756144 0.00857429 0.00506461 0.00815687 0.00776027 0.00838149 0.0164092 0.00764637 0.002324 0.00257229 0.00444106 0.00176985 0.0081649 0.00646883 0.00918233 0.00488445
internal_weight=0 2267 107 2209 1571 638 1493 1411 1266 106 1160 145 354 262 172 284 221 165 112
internal_count=2374 2267 107 2209 1571 638 1493 1411 1266 106 1160 145 354 262 172 284 221 165 112
is_linear=0
shrinkage=0.16829


Tree=5488
num_leaves=25
num_cat=0
split_feature=1 52 3 12 12 4 1 160 12 52 1 16 1 4 15 160 157 4 160 1 159 48 16 12
split_gain=8.5253 2.49689 1.34902 0.867782 0.830062 0.818905 0.556173 0.446561 0.494776 0.440716 0.507998 0.398275 0.358342 0.284818 0.235205 0.187463 0.365263 0.286398 0.213931 0.181391 0.179929 0.158763 0.153073 0.0458778
threshold=0.10491000000000002 -0.29521499999999995 -0.036004999999999988 -0.036614999999999988 0.090465000000000004 0.41257000000000005 0.092655000000000015 -0.42292499999999994 0.11769500000000001 0.40249000000000007 0.090275000000000008 -0.49181999999999998 0.14262000000000002 0.029980000000000003 0.091230000000000019 -0.081539999999999987 -0.081579999999999986 -0.030434999999999993 -0.089974999999999986 0.090485000000000024 0.083310000000000009 0.086260000000000017 -0.079344999999999985 -0.081314999999999985
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 5 6 9 -3 -1 -6 13 10 15 -4 20 14 19 17 -17 -5 -19 -9 23 -18 -16 -13
right_child=1 2 11 4 7 -7 -8 8 -10 -11 -12 12 -14 -15 22 16 21 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0010772235563094726 0.0012893808514705301 0.0010095484886726101 0.00063853560186908124 0.0013215938863773433 0.00076495882155052991 0.00051324106740977015 0.00060347691082957824 0.0011628526266885067 0.00079276200338478737 0.0014910498943855272 0.00096778137581910839 0.000597600440119508 0.00014328695803356934 0.00095109228643154532 0.00090242432467270027 0.0014957187340738994 0.0012382661245374637 0.0011619898767992851 0.00090562906039015709 0.0013695523926208189 0.00029927264642553431 0.001068392512882065 0.0011146287671660868 0.00046029301650090732
leaf_weight=55 60 98 88 60 53 58 54 217 59 57 102 55 55 101 53 58 550 82 66 62 58 71 143 59
leaf_count=55 60 98 88 60 53 58 54 217 59 57 102 55 55 101 53 58 550 82 66 62 58 71 143 59
internal_value=0 0.000654931 0.000574034 0.00112966 0.00114766 0.00082525 0.000842847 0.00105823 0.00108265 0.00120646 0.00119002 0.000449511 0.000376078 0.00111228 0.00114648 0.00121554 0.0012426 0.00112702 0.0010479 0.00120891 0.000450312 0.0012189 0.00105743 0.000526847
internal_weight=0 531 471 1843 1734 156 109 688 635 1046 989 315 227 576 475 887 679 208 148 279 172 621 196 114
internal_count=2374 531 471 1843 1734 156 109 688 635 1046 989 315 227 576 475 887 679 208 148 279 172 621 196 114
is_linear=0
shrinkage=0.0032998


Tree=5489
num_leaves=18
num_cat=0
split_feature=1 13 39 124 16 11 1 0 49 1 484 475 49 133 0 13 16
split_gain=29.9933 4.28181 3.85161 2.97842 1.49774 1.29455 1.40664 0.758912 0.624238 0.527375 0.481498 0.681873 0.402762 0.357962 0.18685 0.176843 0.130766
threshold=0.10776500000000001 -0.28558999999999996 0.084600000000000022 -0.082254999999999981 0.062365000000000011 1.0000000180025095e-35 0.10141500000000002 -0.12118 0.10470500000000001 0.12640500000000002 -0.085759999999999989 -0.082274999999999987 -0.008964999999999999 0.095235000000000014 -0.069389999999999993 -0.08205999999999998 -0.0063399999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 14 6 8 -7 10 -4 16 15 -13 -10 -3 -12 -5
right_child=1 2 9 5 -6 7 -8 -9 13 -11 11 12 -14 -15 -16 -17 -18
leaf_value=0.00095330859031245781 3.1379764897060728e-05 0.00098419417599199537 0.00060743302501369055 0.0019122813325123369 0.0014813759232525641 0.0022022092539162878 0.0010970837131903544 0.0017137410772661643 0.0015121577760132518 0.00020519172346308289 0.0014798668748310904 0.0014562707075620942 0.0016440005780125613 0.0011742255712500964 0.00073689306512548787 0.0012062693332318129 0.0017030760646843638
leaf_weight=80 99 94 65 68 70 57 64 92 103 79 55 145 1069 53 54 53 74
leaf_count=80 99 94 65 68 70 57 64 92 103 79 55 145 1069 53 54 53 74
internal_value=0 0.000639867 0.00080618 0.00157764 0.0010829 0.00160487 0.00157866 0.00190084 0.00159766 0.000387004 0.00161896 0.00159911 0.00162161 0.00139757 0.000894201 0.00134593 0.00180351
internal_weight=0 461 362 1913 218 1833 1684 149 1620 144 1464 1322 1214 156 148 108 142
internal_count=2374 461 362 1913 218 1833 1684 149 1620 144 1464 1322 1214 156 148 108 142
is_linear=0
shrinkage=0.0032998


Tree=5490
num_leaves=16
num_cat=0
split_feature=4 2 13 2 2 2 11 4 49 0 13 43 159 2 4
split_gain=26.4556 7.65785 2.96422 2.47636 1.86294 1.76196 1.13771 1.22642 1.10803 1.04321 0.795609 0.521667 0.364791 0.203598 0.202497
threshold=0.30163500000000004 0.13733000000000004 -0.16392499999999996 -0.007134999999999999 0.14461000000000004 0.099675000000000014 1.0000000180025095e-35 0.0063250000000000008 -1.0000000180025095e-35 -0.11208499999999998 -1.0000000180025095e-35 -0.080249999999999988 0.078675000000000009 1.0000000180025095e-35 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 10 6 7 9 -7 -5 13 -10 -9 -2 -13
right_child=4 -3 3 5 -6 8 -8 12 11 -11 -12 14 -14 -15 -16
leaf_value=0.0010593308311688178 0.00045060295273376068 0.00083839010314653 0.0012466265978362085 0.0014592256983711521 8.4698254542667483e-05 0.0012850083002695245 0.0023425223385577657 0.00155898674514116 0.0014937365265901435 0.0019395704455975463 0.0010242020184509431 0.0019894302948224225 0.0018771372604336801 0.00072879835224900884 0.0017558330890470202
leaf_weight=57 53 94 78 52 53 75 61 152 75 1187 85 57 55 65 171
leaf_count=57 53 94 78 52 53 75 61 152 75 1187 85 57 55 65 171
internal_value=0 0.00175975 0.00180261 0.00182418 0.00063635 0.00184806 0.00189873 0.00187999 0.00164592 0.00191944 0.000780204 0.00173513 0.00164369 0.000604145 0.00181439
internal_weight=0 2114 2020 1963 256 1885 1507 1446 378 1239 203 303 207 118 228
internal_count=2370 2114 2020 1963 256 1885 1507 1446 378 1239 203 303 207 118 228
is_linear=0
shrinkage=0.0032998


Tree=5491
num_leaves=32
num_cat=0
split_feature=1 1 12 12 12 51 52 43 12 13 1 49 12 160 160 0 1 43 43 131 43 43 1 0 12 133 42 1 42 1 13
split_gain=42.4367 8.80429 6.62264 3.34272 2.81058 1.71363 1.12351 1.00151 0.986781 0.641186 0.517484 0.502428 0.353292 0.335816 0.311336 0.293263 0.293142 0.264453 0.302189 0.214733 0.255247 0.266204 0.15901 0.130182 0.113535 0.174337 0.0859112 0.0753823 0.0743875 0.016857 0.0134708
threshold=0.104035 0.13630500000000004 0.089435000000000014 0.054520000000000006 0.095175000000000023 -0.097374999999999975 -0.22243999999999997 -0.073404999999999984 0.11844 -0.052454999999999995 0.11670500000000002 -1.0000000180025095e-35 0.086795000000000011 -0.081539999999999987 -0.010204999999999997 -0.081854999999999997 0.10871500000000002 -0.0044449999999999993 0.053035000000000006 0.091015000000000013 -0.040789999999999993 0.0035900000000000007 0.07677500000000001 -0.085784999999999986 0.08536500000000001 0.084335000000000007 0.096295000000000019 0.087505000000000013 0.086855000000000016 0.085595000000000018 -0.079149999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 12 -1 -4 -7 17 -3 16 -9 13 23 -15 -12 -2 26 -19 20 22 27 28 -5 25 -16 -6 -22 -14 -21 -23
right_child=1 9 6 4 8 7 -8 11 -10 -11 15 -13 19 14 24 -17 -18 18 -20 29 21 30 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0076421950468488686 0.0062368644327584852 0.0054862940045884764 0.0075919307788093983 0.007614868550273316 0.0074865165147462763 0.0066683323763510553 0.0069773362592750908 0.0068763205836982373 0.006857276632622619 0.0059618020144351514 0.0059498138786989513 0.0072913230025581938 0.0073703772756100894 0.0079728118269925333 0.0076979401903459286 0.0063180951845269156 0.0065681738500047498 0.0070091219401620499 0.0073406943811871687 0.0076084445189817168 0.0076127878829458304 0.0075268945332449743 0.0072515075460246091 0.0073690940857572915 0.0077786914141621906 0.007440242676086008 0.0073015650659948176 0.0078004030017729993 0.0075328580706531924 0.0077755298955167213 0.0073757994912768661
leaf_weight=55 53 85 52 80 124 76 96 54 58 53 55 97 77 54 110 52 89 54 96 52 143 56 55 54 105 55 65 53 148 52 62
leaf_count=55 53 85 52 80 124 76 96 54 58 53 55 97 77 54 110 52 89 54 96 52 143 56 55 54 105 55 65 53 148 52 62
internal_value=0 0.0063889 0.006639 0.00744566 0.00750609 0.00711276 0.00719351 0.00698433 0.00726446 0.00566917 0.00630927 0.00714315 0.00758904 0.00766502 0.0077265 0.00612912 0.00644476 0.00733403 0.00722156 0.00753914 0.00751226 0.00758268 0.00743316 0.00751609 0.00767711 0.00761225 0.0074231 0.0076637 0.00747741 0.00769233 0.0074478
internal_weight=0 535 397 1835 1553 282 148 227 397 138 249 151 1156 458 324 107 142 339 150 698 594 314 280 134 270 165 189 196 225 104 118
internal_count=2370 535 397 1835 1553 282 148 227 397 138 249 151 1156 458 324 107 142 339 150 698 594 314 280 134 270 165 189 196 225 104 118
is_linear=0
shrinkage=0.0032998


Tree=5492
num_leaves=17
num_cat=0
split_feature=15 13 39 403 133 2 475 12 1429 2 0 16 16 160 15 159
split_gain=0.951003 0.422413 0.312683 0.231688 0.21094 0.400276 0.193475 0.244934 0.244932 0.2363 0.192676 0.147573 0.308835 0.0884476 0.0835484 0.0525871
threshold=-0.2987999999999999 -0.16392499999999996 0.10076500000000001 -0.54045999999999983 0.087005000000000013 0.083365000000000009 -0.085734999999999992 0.086275000000000004 0.057970000000000008 0.098215000000000011 -0.13010499999999997 -0.085314999999999988 -0.4714549999999999 -0.037174999999999993 -0.072904999999999984 -0.065219999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 10 3 -3 6 -6 7 -5 9 -8 -2 12 -1 15 -15 -7
right_child=1 2 -4 4 5 13 8 -9 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0077983761523022213 -0.0023663044976170475 0.027024127701920562 0.0034152920384988763 0.032185401625054053 0.0033288183771997418 0.014922788472927403 0.018136367517203832 0.015976313209477483 0.0063530096806512087 0.012640787384194191 0.012097737812876264 0.0093885442853532623 -0.0096456876279483305 0.018435065004714663 0.01175440774908622 0.021598197707629024
leaf_weight=56 52 55 56 52 99 62 1000 55 66 288 52 56 59 73 209 80
leaf_count=56 52 55 56 52 99 62 1000 55 66 288 52 56 59 73 209 80
internal_value=0 0.015342 0.015862 0.016203 0.0159021 0.0129871 0.0169444 0.0238704 0.0163957 0.0169089 0.00484844 0.00230042 -0.00113556 0.0152379 0.0134902 0.0186962
internal_weight=0 2199 2095 2039 1984 523 1461 107 1354 1288 104 171 115 424 282 142
internal_count=2370 2199 2095 2039 1984 523 1461 107 1354 1288 104 171 115 424 282 142
is_linear=0
shrinkage=0.16829


Tree=5493
num_leaves=27
num_cat=0
split_feature=1 1 12 12 2 2 15 1 4 159 2 51 1 51 12 12 4 50 12 16 16 15 15 42 481 403
split_gain=28.6802 4.72065 4.09529 2.96527 2.10578 1.67367 1.46744 1.20196 0.747109 1.07466 0.657727 0.468691 0.670465 0.331604 0.360269 0.515735 0.411522 0.302882 0.295085 0.282548 0.280838 0.168096 0.147432 0.177996 0.12525 0.0822397
threshold=0.109225 0.12450500000000002 -0.007389999999999999 0.088335000000000011 0.099675000000000014 0.14307 -0.11984499999999999 0.092810000000000017 -0.082634999999999986 -0.0118 0.11891500000000001 -0.08824499999999999 0.099850000000000008 -0.085574999999999984 0.083970000000000017 0.089765000000000025 -0.008114999999999999 0.089465000000000017 -0.040564999999999997 0.0086100000000000013 -0.0063399999999999993 -0.047584999999999995 0.03981500000000001 -0.006494999999999999 -0.051484999999999996 -0.098684999999999981
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 3 7 18 8 6 -3 -1 9 -4 11 -6 19 20 16 24 -15 -17 -2 21 -10 -13 -11 25 -16 -24
right_child=1 5 4 -5 10 -7 -8 -9 13 22 -12 12 -14 14 15 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0011363456983996786 0.00024452069748883971 -2.7913477796681608e-06 0.0020230246584681186 0.0012225276221687357 0.0014800824532408383 -0.0002910529126887221 0.00068082583111186458 0.00055197699917412812 0.0017402706219813162 0.001361966785066877 0.00090496133831566034 0.0012343975626417953 0.00084620111868548981 0.0010066177643439293 0.0016456306808013764 0.0012717359624494686 0.0013945750939987024 0.0014742671757727282 0.00057525656163337773 0.0010744948395708879 0.0014054801154832007 0.0014971188740043682 0.0014021120061344921 0.0017294266769378747 0.0014787599613786599 0.0015523748852578748
leaf_weight=77 52 76 54 91 75 82 62 77 62 58 75 53 52 53 62 266 71 120 69 52 52 59 63 52 355 150
leaf_count=77 52 76 54 91 75 82 62 77 62 58 75 53 52 53 62 266 71 120 69 52 52 59 63 52 355 150
internal_value=0 0.000420893 0.00136125 0.000772303 0.00140585 8.21012e-05 0.000304086 0.00084439 0.00146355 0.00159018 0.0011822 0.00125353 0.0011747 0.00141765 0.00139668 0.00142253 0.00122904 0.00133479 0.000433413 0.00127864 0.00158787 0.00137311 0.00151771 0.00155166 0.00150365 0.0015081
internal_weight=0 432 1938 212 1784 220 138 154 1418 377 366 291 216 1041 927 803 124 386 121 164 114 112 323 265 417 213
internal_count=2370 432 1938 212 1784 220 138 154 1418 377 366 291 216 1041 927 803 124 386 121 164 114 112 323 265 417 213
is_linear=0
shrinkage=0.0032998


Tree=5494
num_leaves=19
num_cat=0
split_feature=1 47 12 52 13 41 2 12 479 47 12 159 159 475 39 13 12 1
split_gain=0.779407 0.286338 0.333005 0.442273 0.315145 0.251163 0.220343 0.230559 0.187754 0.17958 0.173529 0.137305 0.210694 0.1863 0.11106 0.196135 0.101526 0.0659746
threshold=0.12450500000000002 0.081320000000000017 -1.0000000180025095e-35 -0.081594999999999987 -0.032264999999999995 0.079395000000000007 0.11366500000000002 0.096475000000000019 0.088785000000000017 0.094825000000000007 0.054520000000000006 -0.023859999999999996 -0.086394999999999986 -0.085734999999999992 0.095830000000000012 -0.093039999999999984 0.081420000000000006 0.098950000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 11 -3 14 12 -4 -13 15 -2 -11 -18
right_child=10 9 5 4 -6 -7 7 -9 -10 16 -12 13 -14 -15 -16 -17 17 -19
leaf_value=0.016479405205393996 0.0019605255696468621 0.025218244268407061 0.015325526772376637 0.0078068735925042104 -0.010023132482588602 0.0028838065374379562 0.00096028943692792669 0.01387976022721875 0.0047598538582167551 0.022235792489133797 -0.0051886655490023977 0.021878240845271558 0.026950407355614305 0.013842476170575907 -0.00014702753871821686 0.016216486878736461 0.016605336048298142 0.0089766572445753971
leaf_weight=72 56 86 134 61 52 59 71 88 52 52 53 89 67 1132 57 54 78 57
leaf_count=72 56 86 134 61 52 59 71 88 52 52 53 89 67 1132 57 54 78 57
internal_value=0 0.0137109 0.0129671 0.00617045 -0.000382186 0.0137092 0.0140992 0.00812199 0.0147428 0.018818 0.0031832 0.0151066 0.0192094 0.0144297 0.00585089 0.00897524 0.0158649 0.0133976
internal_weight=0 2150 1877 185 113 1692 1633 159 1474 273 220 1422 201 1221 167 110 187 135
internal_count=2370 2150 1877 185 113 1692 1633 159 1474 273 220 1422 201 1221 167 110 187 135
is_linear=0
shrinkage=0.16829


Tree=5495
num_leaves=27
num_cat=0
split_feature=3 2 2 2 2 447 3 3 2 12 12 15 3 42 16 13 3 160 133 124 16 16 13 133 160 16
split_gain=13.7581 4.78579 1.7749 1.52793 1.50922 0.64104 0.638555 0.452259 0.384595 0.426524 0.337977 0.337311 0.758903 0.314658 0.260142 0.267923 0.242563 0.184425 0.170747 0.155569 0.120335 0.107415 0.107946 0.10127 0.0867971 0.0736416
threshold=-0.058704999999999993 0.13733000000000004 -1.0000000180025095e-35 0.10656 0.12358500000000001 0.081385000000000013 0.15251000000000001 0.11745500000000002 0.099675000000000014 0.089005000000000015 0.087745000000000004 -1.0000000180025095e-35 0.088465000000000002 -0.0043149999999999994 -0.00093999999999999997 -0.04609499999999999 -0.095469999999999985 -0.019794999999999997 0.092120000000000021 -0.081719999999999987 0.39524000000000009 -0.040484999999999993 -0.088374999999999995 0.052820000000000013 -0.14580499999999996 0.065440000000000012
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=4 2 19 11 5 8 -3 -5 10 -10 16 12 13 -4 21 25 -1 24 20 -2 -11 22 -12 -19 -18 -16
right_child=1 6 3 7 -6 -7 -8 -9 9 18 14 -13 -14 -15 15 -17 17 23 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0018782609122121965 0.00092341860578459552 0.00066679947579637662 0.0016984187534222494 0.0011747189406728306 0.0010789839241993938 0.0012616208029875755 0.00020380344159855469 0.00081489045149798979 0.0012452256486592105 0.0015544254844141493 0.0014968361529737308 0.0016252360941197731 0.0010330863764410132 0.0013349707658196202 0.0014839879274454433 0.0013132847986085819 0.0017086723080588294 0.0016908642015469998 0.0014317075900634095 0.00066520782534319474 0.0017544112440069006 0.0017656164880040313 0.0016460103448775766 0.0018295089951686262 0.0015458190985366408 0.0016488658644750261
leaf_weight=89 53 80 54 95 59 54 55 65 53 79 67 79 53 53 56 59 60 179 62 52 65 76 430 99 119 84
leaf_count=89 53 80 54 95 59 54 55 65 53 79 67 79 53 53 56 59 60 179 62 52 65 76 430 99 119 84
internal_value=0 0.00103065 0.00117849 0.00127909 0.00159925 0.00161804 0.000478432 0.00102876 0.00163023 0.00151237 0.00165336 0.00144653 0.00135808 0.00151872 0.0016082 0.00150333 0.00171715 0.0016857 0.00158094 0.000795878 0.00164494 0.00164455 0.00162597 0.00174036 0.0016006 0.00158317
internal_weight=0 639 504 399 1690 1631 135 160 1577 259 1318 239 160 107 772 199 546 457 206 105 144 573 497 278 179 140
internal_count=2329 639 504 399 1690 1631 135 160 1577 259 1318 239 160 107 772 199 546 457 206 105 144 573 497 278 179 140
is_linear=0
shrinkage=0.0032998


Tree=5496
num_leaves=29
num_cat=0
split_feature=12 2 2 2 15 2 12 13 43 34 15 15 42 157 1210 483 13 13 15 2 1204 13 42 12 15 15 42 12
split_gain=10.4864 3.67614 2.23821 2.69229 1.06076 1.00714 0.824361 0.482908 0.478492 0.34928 0.304275 0.51535 0.287619 0.372665 0.267904 0.324397 0.215902 0.288843 0.197805 0.197266 0.134206 0.151151 0.12501 0.127056 0.105131 0.0991227 0.152293 0.061006
threshold=0.077755000000000005 0.13631000000000001 0.11626500000000002 -1.0000000180025095e-35 -0.0053099999999999996 0.092235000000000025 0.08784500000000002 -0.117405 -0.010504999999999999 -0.078549999999999995 -0.42075999999999997 -0.091149999999999995 0.084675000000000014 -0.077849999999999989 -0.0097899999999999984 -0.040619999999999996 -0.079299999999999995 -0.084704999999999989 -0.032264999999999995 0.11197500000000002 -0.016569999999999994 0.084330000000000016 0.083985000000000018 0.085325000000000012 0.041820000000000003 -0.015069999999999998 -0.0033799999999999998 0.086620000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 9 5 -5 14 -8 -7 -1 -4 -12 19 -14 -2 -16 17 -15 -18 20 -9 -22 25 24 -24 -17 -27 -25
right_child=1 -3 10 4 -6 8 7 12 -10 -11 11 -13 13 16 15 22 18 -19 -20 -21 21 -23 23 27 -26 26 -28 -29
leaf_value=0.00076135634544760881 0.0017220614454162798 0.00058604531532607134 0.00079771640423439082 0.0013611629219692153 0.0014678494787934908 0.0006343706652749252 0.0010724200435640546 0.0016038542447869334 0.0010420557480374983 0.00039126214319757491 0.00025431182633450528 0.00067519457825891986 0.0010683823637425013 0.0013331001605697778 0.0017421568594322041 0.0014071245130487203 0.0011958369705139713 0.0015869041528447628 0.0013771839773213002 0.0012585397410612511 0.0013939379997337075 0.0015440493149800017 0.001406322029472959 0.0012764218264462793 0.0016058006698381551 0.0014936238403563946 0.0017173897529345499 0.0014311781113033359
leaf_weight=61 69 59 57 74 100 53 57 74 79 52 53 80 53 113 55 55 116 91 166 56 234 116 70 73 57 93 57 56
leaf_count=61 69 59 57 74 100 53 57 74 79 52 53 80 53 113 55 55 116 91 166 56 234 116 70 73 57 93 57 56
internal_value=0 0.00139649 0.000892429 0.00102725 0.00118811 0.00105214 0.00142525 0.00137073 0.000878631 0.000591359 0.000594918 0.000507739 0.00138738 0.00133422 0.00152549 0.00149913 0.00136314 0.00144649 0.00130271 0.001447 0.00147181 0.00144379 0.00147006 0.00141955 0.00149613 0.00153298 0.00157889 0.00134388
internal_weight=0 1720 609 419 306 206 1661 1076 132 113 190 133 1019 539 585 516 486 204 282 480 424 350 461 256 127 205 150 129
internal_count=2329 1720 609 419 306 206 1661 1076 132 113 190 133 1019 539 585 516 486 204 282 480 424 350 461 256 127 205 150 129
is_linear=0
shrinkage=0.0032998


Tree=5497
num_leaves=11
num_cat=0
split_feature=2 15 2 1375 14 16 0 16 13 0
split_gain=0.630123 0.339693 0.300548 0.287219 0.244857 0.222427 0.364376 0.23452 0.130612 0.269807
threshold=0.13574000000000003 -0.45015499999999992 -0.011974999999999998 -0.097394999999999982 0.019675000000000002 -0.52595999999999987 -0.15653499999999998 -0.23071499999999998 -0.091984999999999983 -0.055219999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 -2 -10
right_child=8 2 3 4 -6 6 7 -9 9 -11
leaf_value=0.0023524682703315045 -0.0041500828129188445 0.00426124259653533 0.0018672480910293793 0.0037914394689037173 0.024198843919037056 0.028070541093449471 0.021942304738421368 0.013517577273356117 -0.0030548681179589144 0.013101123546970546
leaf_weight=78 54 92 53 58 71 54 100 1651 53 65
leaf_count=78 54 92 53 58 71 54 100 1651 53 65
internal_value=0 0.0132836 0.0136928 0.0141286 0.0144637 0.0140917 0.0144217 0.0139997 0.00268586 0.00582939
internal_weight=0 2157 2079 1987 1934 1863 1805 1751 172 118
internal_count=2329 2157 2079 1987 1934 1863 1805 1751 172 118
is_linear=0
shrinkage=0.16829


Tree=5498
num_leaves=24
num_cat=0
split_feature=1 1 2 2 2 4 14 49 49 43 2 42 13 16 16 2 484 2 42 16 16 483 1
split_gain=16.6639 3.44616 1.82657 1.47883 1.14411 0.7914 0.584034 0.522526 0.676414 0.314359 0.292354 0.358855 0.365538 0.336148 0.285999 0.274456 0.259888 0.197589 0.180473 0.289979 0.388584 0.152122 0.148218
threshold=0.10752500000000002 0.12541500000000003 1.0000000180025095e-35 0.099675000000000014 -0.0050599999999999994 0.50373500000000015 0.062655000000000016 -0.014169999999999999 0.12256500000000002 -0.0068249999999999986 0.092155000000000015 0.083985000000000018 -0.055129999999999992 0.0070300000000000007 -0.061394999999999998 0.13880500000000004 -0.051889999999999999 0.094400000000000026 -0.063329999999999984 0.25761500000000009 -0.036039999999999996 1.0000000180025095e-35 0.090435000000000015
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 4 -1 15 10 -5 18 -4 11 16 21 14 17 -3 -6 -12 -9 20 -20 -13 -18
right_child=1 5 9 7 6 -7 -8 8 -10 -11 13 12 -14 -15 -16 -17 22 -19 19 -21 -22 -23 -24
leaf_value=0.00104384698909641 0.0013768045465415032 0.00076293066990295157 0.000578441216030911 0.00099302458908935901 0.0018101556709301497 0.00019263683409302793 0.0018496518430716296 0.0015409241250824988 0.000979064387344289 0.00090151605558181269 0.0012690138286752916 0.0015276571778082624 0.0012059224515566097 0.0015840152524959378 0.0011264969461865708 0.00043791460234011574 0.0015909164379784974 0.001554139598287433 0.0013917046600317405 0.0014844259765363587 0.0010276878048479409 0.001378219656801563 0.0014136885959951889
leaf_weight=57 92 60 54 60 56 89 58 69 52 87 53 423 52 79 57 55 427 58 80 96 55 97 63
leaf_count=57 92 60 54 60 56 89 58 69 52 87 53 423 52 79 57 55 427 58 80 96 55 97 63
internal_value=0 0.000740311 0.00101461 0.00145542 0.00150423 0.000426845 0.00152265 0.00127999 0.00132881 0.000778035 0.00150872 0.00153177 0.00147319 0.00140426 0.00131952 0.000607795 0.00159308 0.00141832 0.00138931 0.00134387 0.00124366 0.00149985 0.0015682
internal_weight=0 437 233 1892 1480 204 1423 412 352 141 1365 1118 572 247 168 115 546 111 300 231 135 520 490
internal_count=2329 437 233 1892 1480 204 1423 412 352 141 1365 1118 572 247 168 115 546 111 300 231 135 520 490
is_linear=0
shrinkage=0.0032998


Tree=5499
num_leaves=21
num_cat=0
split_feature=1 3 1 1 12 4 14 4 4 4 147 52 1 42 1210 483 12 42 52 3
split_gain=12.9254 2.88345 1.53945 1.46513 1.85261 1.12362 0.640982 0.540925 0.493274 0.355956 0.297134 0.278365 0.188348 0.16679 0.255485 0.166401 0.152943 0.168287 0.117974 0.0616331
threshold=0.109225 -0.052614999999999995 0.14699000000000004 0.092860000000000012 -1.0000000180025095e-35 0.36766000000000004 0.062655000000000016 0.094510000000000025 -0.15450999999999995 -0.50547999999999982 0.084575000000000025 -0.069694999999999993 0.096515000000000004 0.092475000000000016 -0.081959999999999991 -0.066709999999999978 0.093840000000000021 0.11457500000000002 -0.082824999999999996 0.11745500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 11 6 -5 -2 8 12 9 -1 13 -3 -6 14 -10 -16 -15 -18 -14 -13
right_child=1 2 -4 4 7 -7 -8 -9 10 -11 -12 19 18 16 15 -17 17 -19 -20 -21
leaf_value=0.0013130157539266844 0.0012939694427967243 0.00038483441754384631 -3.3703417499384395e-05 0.00066866830385611342 0.0011856056269919217 0.00067347267434422862 0.0016893339825015264 0.00095034018525520748 0.0016051759779827969 0.00092670228449824425 0.0011070722433505571 0.00072309840045940992 0.0013178639620874046 0.0013940470250842192 0.0015255917746012399 0.0013592027382827792 0.0013120559220263287 0.0010824122346459342 0.0015277939561787696 0.00058907180327178864
leaf_weight=53 83 55 54 79 69 52 60 53 55 53 52 83 77 90 74 1007 88 62 53 77
leaf_count=53 83 55 54 79 69 52 60 53 55 53 52 83 77 90 74 1007 88 62 53 77
internal_value=0 0.000661503 0.00046378 0.00131091 0.00111054 0.00105522 0.0013525 0.00124893 0.0013393 0.00112019 0.00135554 0.000588893 0.00132827 0.0013649 0.00138201 0.00137063 0.00128377 0.00121737 0.00140372 0.000658818
internal_weight=0 404 269 1925 331 135 1594 252 1534 106 1428 215 199 1376 1136 1081 240 150 130 160
internal_count=2329 404 269 1925 331 135 1594 252 1534 106 1428 215 199 1376 1136 1081 240 150 130 160
is_linear=0
shrinkage=0.0032998


Tree=5500
num_leaves=20
num_cat=0
split_feature=4 150 0 0 0 52 160 3 52 0 4 4 4 52 15 2 2 50 0
split_gain=0.51313 0.413548 0.597282 0.366534 0.289948 0.360825 0.278619 0.208898 0.189708 0.328635 0.293232 0.26851 0.214818 0.320506 0.195722 0.134376 0.111598 0.0709619 0.0318521
threshold=0.5137400000000002 0.089155000000000012 -0.096594999999999986 -0.040094999999999992 0.13134000000000004 -0.40011499999999994 -0.0039899999999999988 -0.13392999999999997 0.093245000000000008 -0.13314999999999996 -0.078524999999999998 0.00025000000000000006 -0.08397499999999998 0.088635000000000005 -0.09693499999999998 0.087610000000000007 0.083715000000000026 0.11843500000000001 -0.14712999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 -5 -7 18 9 11 -10 -9 16 -14 -12 -4 -11 -16 -1
right_child=-2 2 15 4 -6 6 -8 8 10 12 14 -13 13 -15 17 -17 -18 -19 -20
leaf_value=0.018785580015601388 -0.00052179473178381758 -0.0035517119299343339 0.019613887880809977 0.015396774319873756 0.018525163766948079 0.0094821791146403964 -0.0061739073461485119 -0.0012154341411426454 0.027930148741730724 0.015438685759727818 0.024855374491020592 0.012667399257997329 0.0162172491461238 0.0035749257499000857 0.011775077467700136 0.0087015467462394046 0.0069446023867421516 0.018702818769712474 0.02479164348936104
leaf_weight=52 80 98 61 63 57 53 82 74 66 63 52 84 903 61 183 69 149 56 57
leaf_count=52 80 98 61 63 57 53 82 74 66 63 52 84 903 61 183 69 149 56 57
internal_value=0 0.0131688 0.00635433 0.013924 0.00793734 0.00488026 -1.41356e-05 0.0147711 0.0143077 0.0133802 0.0177688 0.00615394 0.0143495 0.0154191 0.015458 0.0138358 0.00947726 0.0134058 0.0219428
internal_weight=0 2283 228 2055 255 198 135 1800 1691 1334 357 158 1176 964 291 130 212 239 109
internal_count=2363 2283 228 2055 255 198 135 1800 1691 1334 357 158 1176 964 291 130 212 239 109
is_linear=0
shrinkage=0.16829


Tree=5501
num_leaves=14
num_cat=0
split_feature=1 147 123 49 483 0 0 11 0 16 4 15 1
split_gain=0.489544 0.27826 0.20927 0.199193 0.18417 0.159257 0.252099 0.212538 0.186616 0.132996 0.10815 0.105825 0.0682584
threshold=0.13075500000000004 0.089365000000000014 0.080635000000000012 0.13984500000000002 0.11517500000000001 -0.029554999999999994 0.048655000000000011 1.0000000180025095e-35 -0.13314999999999996 -0.042349999999999992 0.50373500000000015 -0.072904999999999984 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 -4 11 -2 -8
right_child=10 -3 9 -5 -6 6 12 -9 -10 -11 -12 -13 -14
leaf_value=0.0058947679726608837 0.010888054053008031 0.0015524619164110885 -0.00037902174369462135 0.021746748745207971 0.02091360943832192 -0.0027848623680401465 0.0063000047388044661 0.019874245318970533 0.012122268847714121 0.0099904890171669692 -0.0029644471794553159 0.00016717881731969468 0.01448169583090011
leaf_weight=152 52 81 63 59 61 55 52 92 1425 78 72 53 68
leaf_count=152 52 81 63 59 61 55 52 92 1425 78 72 53 68
internal_value=0 0.0112573 0.0116299 0.0120803 0.0117799 0.0114768 0.00662393 0.0119846 0.0115232 0.00534456 0.00204293 0.00549368 0.0109513
internal_weight=0 2186 2105 1964 1905 1844 175 1669 1577 141 177 105 120
internal_count=2363 2186 2105 1964 1905 1844 175 1669 1577 141 177 105 120
is_linear=0
shrinkage=0.16829


Tree=5502
num_leaves=17
num_cat=0
split_feature=1 14 12 1 3 48 0 52 3 3 480 1456 484 15 12 3
split_gain=0.338524 0.203234 0.230834 0.414223 0.339799 0.453871 0.346176 0.271415 0.261889 0.128264 0.14163 0.14273 0.177934 0.0840284 0.0805719 0.0600187
threshold=0.13075500000000004 -0.10708499999999999 0.082780000000000006 0.084755000000000011 -1.0000000180025095e-35 0.083570000000000019 -0.22607999999999998 -0.014149999999999998 -0.081129999999999994 -0.16048499999999996 -0.063594999999999985 0.089050000000000004 -0.099389999999999992 0.085915000000000019 -0.074254999999999988 0.11535000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 -6 -8 -3 -4 -11 12 -12 -14 -2 -16
right_child=14 2 9 4 6 -7 7 -9 -10 10 11 -13 13 -15 15 -17
leaf_value=0.017767411222639758 0.0063037804806339477 0.0051969070584535326 0.016811080713803505 -0.013392357763105303 -0.0016012668661655541 0.0052260080114807797 0.0059682327664037369 0.022018699980894951 0.019432893508873748 0.0011070653337509951 0.018627333930728573 0.0015488565561333342 0.0088495981951504377 0.011602832608581073 -0.00503197780580908 0.002820930501494504
leaf_weight=79 67 65 76 69 77 80 71 52 85 53 70 55 841 513 55 55
leaf_count=79 67 65 76 69 77 80 71 52 85 53 70 55 841 513 55 55
internal_value=0 0.00936368 0.00904774 0.00587699 0.00269177 -0.00338386 0.0072271 0.0127684 0.0132759 0.0100306 0.00969303 0.0099995 0.0103246 0.00989406 0.00169913 -0.00108919
internal_weight=0 2186 2107 499 349 149 200 123 150 1608 1532 1479 1424 1354 177 110
internal_count=2363 2186 2107 499 349 149 200 123 150 1608 1532 1479 1424 1354 177 110
is_linear=0
shrinkage=0.16829


Tree=5503
num_leaves=22
num_cat=0
split_feature=1 1 12 124 4 150 15 12 158 1 4 3 4 13 15 1 15 124 16 12 51
split_gain=14.8833 3.25392 1.76012 1.14449 0.986937 0.702374 0.623598 0.575238 0.529666 0.519993 0.389028 0.394384 0.315847 0.306478 0.271173 0.701061 0.650364 0.159825 0.151656 0.132047 0.0929731
threshold=0.10508500000000001 0.13075500000000004 0.085090000000000013 -0.080389999999999989 0.27552000000000004 0.10980500000000001 -0.077559999999999976 0.087745000000000004 0.098790000000000003 0.089710000000000026 -0.16270999999999997 -0.11327499999999999 0.005935000000000001 -0.0042049999999999995 0.03981500000000001 1.0000000180025095e-35 -0.006494999999999999 -0.079884999999999984 -0.13644999999999999 -0.074254999999999988 -0.013119999999999998
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 13 -1 -3 7 -4 8 9 14 -9 -12 20 17 16 -16 -5 -2 -14 -6 -13
right_child=1 4 6 5 19 -7 -8 10 -10 -11 11 12 18 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.00091940562231246955 0.0006763993018821052 0.00060401579292211074 0.00088148218341408226 0.0014197383923048876 0.000220090823546135 0.0009777374615529764 0.0013418237071249281 0.0010163349586742262 0.0016748868769383184 0.0011399294584413309 0.0015617603906577838 0.0014239774789007933 0.0012869913677154004 0.00080378123977982517 0.0013998620389954264 0.0018108572088992843 0.0010667595293625297 0.00041956597614919815 0.0010730827181950951 -1.3372565374923271e-05 0.0012955194084056209
leaf_weight=81 52 72 55 273 52 63 79 59 71 92 58 76 58 93 218 58 73 56 109 53 562
leaf_count=81 52 72 55 273 52 63 79 59 71 92 58 76 58 93 218 58 73 56 109 53 562
internal_value=0 0.000668568 0.000859841 0.0013044 0.000306357 0.001322 0.00115314 0.00133468 0.0014008 0.0013735 0.00127835 0.00129622 0.00127705 0.000664132 0.00140799 0.00148636 0.00134537 0.000543553 0.00114759 0.000101912 0.00131088
internal_weight=0 512 335 1851 177 1770 134 1707 785 714 922 863 805 201 622 276 346 108 167 105 638
internal_count=2363 512 335 1851 177 1770 134 1707 785 714 922 863 805 201 622 276 346 108 167 105 638
is_linear=0
shrinkage=0.0032998


Tree=5504
num_leaves=26
num_cat=0
split_feature=1 3 39 1 12 4 16 12 3 14 12 49 4 49 12 133 12 16 52 12 12 16 16 133 0
split_gain=23.4204 4.10841 2.5772 2.51569 2.46806 1.99995 1.136 0.899377 0.73122 0.589275 0.564291 0.780251 0.47171 0.342209 0.652912 0.318812 0.304686 0.279066 0.256935 0.236666 0.211769 0.194578 0.169839 0.168842 0.0116951
threshold=0.10752500000000002 0.25468500000000005 0.087735000000000021 0.089625000000000024 0.088395000000000015 0.27552000000000004 0.041625000000000002 0.091625000000000012 -0.044019999999999997 0.076975000000000002 -0.007389999999999999 -1.0000000180025095e-35 0.029980000000000003 0.082865000000000008 0.081095000000000014 0.087035000000000015 0.093840000000000021 -0.24900499999999998 -0.13370999999999997 0.085005000000000011 0.095330000000000012 -0.06421499999999998 -0.073309999999999986 0.085345000000000018 -0.088774999999999979
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 5 6 10 8 9 23 -2 12 -5 -12 13 14 -1 -4 22 -14 -9 -15 -16 -18 -6 -8 -21
right_child=1 -3 15 4 16 -7 7 18 -10 -11 11 -13 17 19 20 -17 21 -19 -20 24 -22 -23 -24 -25 -26
leaf_value=0.0016587796597007367 0.0018963452703970398 0.00047467516715667097 0.0010024706177838409 0.0012071242986612641 0.0022050831493942709 0.0010914130607300931 0.0018624232065908802 0.0017408117070793273 0.0013958319523451029 0.0023629054002501379 0.00128557846725628 0.0018007543633954941 0.0019524084217543841 0.0023628566292993296 0.0020615421158678635 0.0006562803273081132 0.0016755468781189324 0.001643379096863927 0.0014477172864620299 0.0021382839536408082 0.0019032671708833343 0.0019369161390116838 0.001930666214492277 0.0020944169908298648 0.0020374282569841401
leaf_weight=54 85 95 68 75 52 100 74 72 52 57 59 72 86 55 653 52 58 54 64 55 115 76 54 73 53
leaf_count=54 85 95 68 75 52 100 74 72 52 57 59 72 86 55 653 52 58 54 64 55 115 76 54 73 53
internal_value=0 0.00108513 0.00124748 0.00192058 0.00170304 0.00144719 0.00198679 0.00179791 0.00170663 0.00203198 0.00143742 0.001569 0.00201518 0.00204097 0.00201303 0.000852748 0.00193089 0.00183346 0.00160314 0.0021817 0.00203789 0.00182405 0.00206562 0.00197787 0.00208912
internal_weight=0 452 357 1911 446 237 1465 283 137 1182 206 131 1125 985 822 120 240 140 136 163 768 134 106 147 108
internal_count=2363 452 357 1911 446 237 1465 283 137 1182 206 131 1125 985 822 120 240 140 136 163 768 134 106 147 108
is_linear=0
shrinkage=0.0032998


Tree=5505
num_leaves=21
num_cat=0
split_feature=3 156 3 15 43 2 0 43 3 0 49 132 160 133 42 3 0 157 15 2
split_gain=0.801921 0.310883 0.307619 0.308879 0.261149 0.192401 0.404866 0.270884 0.179818 0.16883 0.209857 0.157886 0.222811 0.206419 0.342539 0.113016 0.116364 0.0974473 0.101681 0.0562976
threshold=-0.0098449999999999979 0.094150000000000011 0.11372500000000001 -0.074054999999999996 -0.049364999999999992 0.097145000000000023 -0.014334999999999999 -0.17922499999999997 -0.14818499999999998 -0.084949999999999984 -1.0000000180025095e-35 0.08518000000000002 -0.076214999999999991 0.092120000000000021 0.081685000000000021 -0.11197999999999998 -0.098179999999999976 -0.087424999999999989 0.087315000000000018 0.11018500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 8 -7 -1 10 -6 12 -9 14 19 -10 -17 -18 -19 -14
right_child=1 -3 3 -5 9 7 -8 11 15 -11 -12 -13 13 -15 -16 16 17 18 -20 -21
leaf_value=0.0014996476446238424 -0.0027704900012275797 0.014737648270251565 0.0013469245527045817 -0.014104957082920729 0.0052005177649489427 -0.003172639120858725 0.023176709227259156 0.019791226503678948 0.019291678778814544 0.0011039176743102496 0.019897040235038157 0.0016922004316012032 0.010167383041973703 0.001500156786084808 0.020914326576902086 0.0050989404774433372 0.0051433903782073563 0.013419259811280825 0.010053758461536114 0.0031583561697769297
leaf_weight=52 78 57 99 58 54 54 86 65 53 52 57 63 63 79 73 81 61 662 423 69
leaf_count=52 78 57 99 58 54 54 86 65 53 52 57 63 63 79 73 81 61 662 423 69
internal_value=0 0.00311025 0.0014405 -0.00434997 0.00522017 0.0109883 0.0119658 0.00800994 0.0112406 0.00905495 0.0127636 0.00947998 0.0108806 0.00883493 0.0116527 0.0116349 0.0113027 0.0117396 0.0121088 0.00651718
internal_weight=0 455 398 157 241 1884 1418 466 1332 163 111 412 349 284 205 1280 1227 1146 1085 132
internal_count=2339 455 398 157 241 1884 1418 466 1332 163 111 412 349 284 205 1280 1227 1146 1085 132
is_linear=0
shrinkage=0.16829


Tree=5506
num_leaves=29
num_cat=0
split_feature=1 12 12 13 12 12 13 1 1 1 49 41 13 16 16 16 133 12 133 12 16 13 0 1210 12 124 13 16
split_gain=8.99034 2.55596 1.14932 0.723898 0.486416 0.516459 0.470162 0.472036 0.424322 0.352811 0.294455 0.267368 0.315032 0.228921 0.292673 0.171822 0.16923 0.16886 0.151008 0.147186 0.169194 0.136288 0.132586 0.118671 0.128702 0.114721 0.0760669 0.054813
threshold=0.098370000000000027 0.085090000000000013 0.1072 -0.0013449999999999996 0.077755000000000005 0.094435000000000005 -0.016469999999999995 1.0000000180025095e-35 0.12475000000000001 0.087070000000000022 -0.026779999999999995 0.075585000000000013 -0.093039999999999984 -0.079074999999999993 -0.039889999999999988 -0.14839499999999997 -0.091869999999999993 0.11628000000000001 -0.0081099999999999974 0.097610000000000016 -0.066704999999999987 -0.013149999999999998 -0.050864999999999994 -0.063274999999999984 0.085665000000000005 -0.084284999999999985 0.056640000000000003 -0.072729999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 22 8 6 11 -1 -8 25 -9 -5 12 16 23 27 -10 -6 19 -16 20 -7 -21 -3 -14 -25 -2 -23 -15
right_child=1 2 -4 10 5 17 7 9 15 -11 -12 -13 13 14 18 -17 -18 -19 -20 21 -22 26 -24 24 -26 -27 -28 -29
leaf_value=0.0008538873779742411 0.00078689176214310347 0.0011903833020540102 0.00076271861264247582 0.0010243427051224115 0.0012849949253659818 0.0012562257549250068 0.00095458318933170901 0.0015321498398054361 0.00050977527809897664 0.0011569854351582865 0.00071808694956550418 0.0015702190618708538 0.0015193269415510495 0.0012353815235321419 0.0015054903544707394 0.00025747280024468054 0.001019268621744143 0.0010374849357623309 0.0013143767997332394 0.0013835663039828731 0.0010129883841501358 0.0011122953004410688 0.0014043633029715572 0.0015061405459667672 0.0013396854964853122 0.00058042803716587511 0.0012861904078614191 0.0010855483562401621
leaf_weight=52 58 94 75 56 55 66 52 54 70 58 92 52 82 55 55 52 54 64 354 88 64 55 52 68 264 64 67 67
leaf_count=52 58 94 75 56 55 66 52 54 70 58 92 52 82 55 55 52 54 64 354 88 64 55 52 68 264 64 67 67
internal_value=0 0.000811902 0.00109592 0.000651692 0.0012773 0.0012984 0.00112957 0.00121677 0.000540843 0.00133818 0.000834206 0.00133556 0.00132395 0.00134356 0.00129732 0.000402525 0.00115367 0.00119659 0.00134016 0.00122644 0.00113675 0.00128179 0.00126684 0.00140278 0.00137388 0.000678872 0.00120808 0.00115338
internal_weight=0 613 221 392 1726 1510 216 164 244 112 148 1106 1054 945 531 122 109 404 409 340 130 210 146 414 332 122 122 122
internal_count=2339 613 221 392 1726 1510 216 164 244 112 148 1106 1054 945 531 122 109 404 409 340 130 210 146 414 332 122 122 122
is_linear=0
shrinkage=0.0032998


Tree=5507
num_leaves=20
num_cat=0
split_feature=3 4 40 4 402 3 4 3 13 3 13 1456 156 12 3 13 3 4 3
split_gain=0.59351 0.247058 0.254744 0.39048 0.186254 0.178693 0.346922 0.138547 0.131556 0.308096 0.268109 0.150153 0.118433 0.132764 0.188296 0.108835 0.156666 0.133011 0.0426947
threshold=-0.0098449999999999979 0.51286500000000013 -0.066419999999999993 0.076415000000000025 0.11353000000000001 0.12991000000000003 -0.14538499999999996 0.11745500000000002 0.055020000000000006 -0.12595999999999999 -0.093039999999999984 0.087065000000000017 1.0000000180025095e-35 0.084645000000000012 -0.096404999999999991 -0.086919999999999983 -0.082404999999999992 -0.082869999999999985 -0.13795999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 8 6 -4 -5 9 -1 -11 15 13 -10 18 16 -12 -17 -15
right_child=1 -3 3 7 -6 -7 -8 -9 12 10 11 -13 -14 14 -16 17 -18 -19 -20
leaf_value=0.019194097470026879 -0.004275639486789844 -0.0067412880478491446 0.0099850664493376668 0.021288074262119972 0.017358551630651465 0.0097790055618622671 -0.007005291166956187 0.0091935970258281447 -0.0026954525031852401 0.0010845141652642246 0.0088141650571435786 0.0025604457372111829 0.013466623471749952 0.0069278923527163663 -0.00062405411214008864 0.013996684647547657 0.020084584545626217 0.0091872639851615298 0.013374573110606773
leaf_weight=102 72 61 54 52 93 67 92 57 53 98 64 69 54 52 63 202 79 884 71
leaf_count=102 72 61 54 52 93 67 92 57 53 98 64 69 54 52 63 202 79 884 71
internal_value=0 0.00321286 0.00475854 0.00678419 0.00999151 0.00258169 -0.000708881 0.0149799 0.00960796 0.0102478 0.00959283 0.0102338 0.00633061 0.00471077 0.00683081 0.0106632 0.015053 0.0100835 0.0106638
internal_weight=0 455 394 322 1884 213 146 109 1791 1498 1396 1298 293 239 186 1229 143 1086 123
internal_count=2339 455 394 322 1884 213 146 109 1791 1498 1396 1298 293 239 186 1229 143 1086 123
is_linear=0
shrinkage=0.16829


Tree=5508
num_leaves=24
num_cat=0
split_feature=3 3 2 123 2 43 3 2 42 52 150 3 52 133 12 0 402 0 12 0 1213 3 43
split_gain=10.5083 4.09465 1.78916 1.23434 0.948712 0.644576 0.55751 0.502164 0.315386 0.268885 0.267325 0.278759 0.263178 0.249022 0.208746 0.262479 0.20437 0.165702 0.152323 0.147851 0.11273 0.0624705 0.0467587
threshold=-0.063814999999999997 0.31343500000000007 0.12611000000000003 0.081180000000000016 0.097145000000000023 -0.11118499999999999 0.11372500000000001 -0.007134999999999999 0.099885000000000015 -0.091784999999999992 0.087865000000000013 -0.12595999999999999 0.084335000000000007 -1.0000000180025095e-35 0.095565000000000011 -0.061654999999999995 0.11353000000000001 -0.097414999999999988 0.10090500000000001 -0.13010499999999997 0.11076500000000002 -0.1535 -0.083154999999999993
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 6 10 -6 9 -5 -4 -2 11 21 19 -7 -15 -16 17 -13 20 -11 -19 -1 -12
right_child=1 -3 8 7 5 13 -8 -9 -10 12 22 16 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0014540997189698434 0.0013932704462893493 0.00016836219366044068 0.00074165921084745981 0.00052105294796933892 0.00083154232443315883 0.0010619784795991719 0.00086721835819032018 0.00093394248217607847 0.00039700979632127062 0.00094571186390451109 0.0012749303766801574 0.0011892523462821525 0.0013442393882255707 0.0014001590018789306 0.0010558099600212585 0.0013690965341377468 0.0015403030393214053 0.0013832138652764999 0.0012149427004563491 0.0011649816740442749 0.0012282565854891288 0.0016274621314868809 0.0011238239287379567
leaf_weight=52 64 88 58 57 53 75 68 75 59 63 52 69 53 99 69 53 68 845 76 79 59 53 52
leaf_count=52 64 88 58 57 53 75 68 75 59 63 52 69 53 99 69 53 68 845 76 79 59 53 52
internal_value=0 0.000831802 0.0009331 0.00102605 0.00132252 0.00116874 0.00113498 0.000755916 0.000568163 0.00120515 0.00136297 0.00137684 0.00114322 0.001229 0.00128552 0.0011922 0.00136129 0.00134965 0.00136091 0.00106795 0.00137314 0.00154194 0.00119972
internal_weight=0 664 576 459 1675 349 327 132 117 259 1326 1222 195 296 221 122 1117 1049 980 142 904 105 104
internal_count=2339 664 576 459 1675 349 327 132 117 259 1326 1222 195 296 221 122 1117 1049 980 142 904 105 104
is_linear=0
shrinkage=0.0032998


Tree=5509
num_leaves=22
num_cat=0
split_feature=3 52 16 159 0 16 11 52 43 52 159 42 3 3 0 3 43 52 403 42 3
split_gain=0.456514 0.316554 0.368522 0.281152 0.236235 0.194381 0.15884 0.154141 0.148933 0.188525 0.146603 0.110359 0.371893 0.284481 0.16193 0.183058 0.14944 0.202206 0.129675 0.055959 0.0252734
threshold=-0.0088599999999999981 -0.0065299999999999993 -0.24235499999999996 0.0055900000000000004 -0.14733499999999997 0.070130000000000012 0.092630000000000018 0.048565000000000004 -0.085594999999999991 -0.099329999999999988 0.11819000000000002 0.10059500000000002 -0.078129999999999991 -0.15500999999999998 -0.097414999999999988 -0.079864999999999978 -0.09583499999999999 -0.0093349999999999978 -0.088434999999999986 0.11870500000000002 0.11745500000000002
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 4 7 6 -2 -6 11 20 -5 -10 -11 13 -13 -1 15 -15 18 -18 -16 -14 -3
right_child=1 2 -4 8 5 -7 -8 -9 9 10 -12 12 19 14 16 -17 17 -19 -20 -21 -22
leaf_value=-0.0019283326435891423 0.017536628354534907 0.002883822295313357 -0.009820851069501613 0.019419452787048389 -0.00096629411522673964 0.011123629362779512 -0.00079624834535816226 0.011424719177644748 0.002802608955525282 0.019049657294606354 0.0080357414190807483 0.020369940733974919 0.0096131206925438566 -0.0025659054260467689 0.0077603595741624724 0.009650393950352297 0.0044559409707406392 0.010013991492877917 0.01783163991968276 0.0024620851747034684 -0.0023112852965273844
leaf_weight=76 55 52 85 97 81 70 52 52 54 84 59 91 66 73 58 66 254 700 100 60 54
leaf_count=76 55 52 85 97 81 70 52 52 54 84 59 91 66 73 58 66 254 700 100 60 54
internal_value=0 0.00322798 -0.000879593 0.00920427 0.00808203 0.00462641 0.00832053 0.00391921 0.0139956 0.0113158 0.014518 0.00862874 0.0121634 0.00804938 0.00865697 0.00322171 0.00933476 0.00853606 0.014146 0.00622212 0.000220309
internal_weight=0 449 243 1890 206 151 1596 158 294 197 143 1544 217 1327 1251 139 1112 954 158 126 106
internal_count=2339 449 243 1890 206 151 1596 158 294 197 143 1544 217 1327 1251 139 1112 954 158 126 106
is_linear=0
shrinkage=0.16829


Tree=5510
num_leaves=12
num_cat=0
split_feature=14 447 43 4 13 52 130 4 4 13 16
split_gain=0.337785 0.191379 0.136991 0.191696 0.14768 0.216239 0.202797 0.170535 0.284882 0.15163 0.108032
threshold=-0.30192499999999994 0.089095000000000021 -0.24238999999999997 -0.031874999999999994 0.085880000000000012 -0.53937999999999986 0.11308500000000002 -0.17689999999999997 -0.093344999999999997 -0.0065999999999999991 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 9 -9 -7 -6
right_child=1 -3 4 -5 10 6 -8 8 -10 -11 -12
leaf_value=-0.0037651154746842445 0.0074288441692490163 -0.0014301452545849717 0.016046663053814979 0.020936098144947232 -0.0028207983691963855 0.0080289626122117021 -0.0026947120836410148 -0.0041285336425863879 0.0076535998651132775 0.020723656141855021 0.0066554325293321304
leaf_weight=79 71 67 85 52 67 56 55 60 1682 52 69
leaf_count=79 71 67 85 52 67 56 55 60 1682 52 69
internal_value=0 0.00741053 0.0076747 0.0131538 0.00735686 0.00772384 0.00735154 0.00765118 0.00724675 0.0141579 0.00197379
internal_weight=0 2316 2249 123 2126 1990 1905 1850 1742 108 136
internal_count=2395 2316 2249 123 2126 1990 1905 1850 1742 108 136
is_linear=0
shrinkage=0.16829


Tree=5511
num_leaves=14
num_cat=0
split_feature=2 12 48 147 2 131 4 0 4 2 151 1 13
split_gain=0.239045 0.209754 0.14684 0.218333 0.184397 0.345347 0.189249 0.143675 0.16523 0.136867 0.187285 0.0711206 0.0697891
threshold=0.17576500000000003 0.12477500000000001 -0.087924999999999989 0.089365000000000014 0.098150000000000015 0.080385000000000012 -0.37983499999999992 -0.14582499999999995 -0.093344999999999997 0.11923000000000002 -0.0062849999999999989 0.083835000000000007 -0.0073499999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 9 -4 11 -9 10 -6 -8 -11
right_child=-2 -3 3 -5 5 -7 7 8 -10 12 -12 -13 -14
leaf_value=0.014535870898273302 -0.0050924646700314293 0.015557325811960745 0.016134047577093129 -0.0042802171043618302 0.01211007057792406 -0.0086497140112386638 0.016722525281741077 -0.002318383900594649 0.0064117556449977816 0.0060101741490523625 0.0014533357705344117 0.0081430266102018815 0.013741600105311565
leaf_weight=54 55 65 60 61 55 61 54 64 1356 80 314 58 58
leaf_count=54 55 65 60 61 55 61 54 64 1356 80 314 58 58
internal_value=0 0.00611443 0.00584384 0.0056317 0.00591245 0.00330315 0.00684228 0.0064772 0.00601702 0.00474481 0.00304661 0.0122956 0.00927263
internal_weight=0 2340 2275 2221 2160 568 1592 1532 1420 507 369 112 138
internal_count=2395 2340 2275 2221 2160 568 1592 1532 1420 507 369 112 138
is_linear=0
shrinkage=0.16829


Tree=5512
num_leaves=23
num_cat=0
split_feature=1 4 123 4 52 52 1 52 0 4 50 15 4 49 457 15 0 1 133 0 52 50
split_gain=19.4012 2.6461 2.41257 1.19402 1.1254 0.810863 0.777485 0.574184 0.534482 0.401011 0.374885 0.30888 0.435776 0.540668 0.237305 0.231756 0.217889 0.196433 0.184314 0.118033 0.0744008 0.0905643
threshold=0.10752500000000002 0.27287000000000006 1.0000000180025095e-35 0.082475000000000007 -0.25180499999999995 -0.032354999999999988 0.13052500000000003 0.044705000000000002 -0.079249999999999987 -0.097514999999999977 0.11084500000000001 0.03981500000000001 -0.17689999999999997 0.036705000000000008 0.069910000000000014 0.090455000000000021 0.10798500000000001 0.14602500000000004 0.111585 -0.10566999999999999 0.10347000000000002 0.090515000000000012
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 4 3 8 -2 -6 -3 19 9 -1 14 12 16 -14 18 -13 -10 -8 -11 -5 21 -17
right_child=1 6 -4 7 5 -7 17 -9 11 10 -12 15 13 -15 -16 20 -18 -19 -20 -21 -22 -23
leaf_value=0.0023844527636790844 0.0019114452335258823 0.0012156360805377804 0.0014688750195796622 0.0014946447619880589 0.0011632142227358008 0.0015960445314448588 0.00093142891733483265 0.0020201532382356458 0.0022153642667801423 0.0021385148772353579 0.0018829338444634955 0.0022476977723438563 0.0015833622330376251 0.0019598587335383131 0.0019308802676576346 0.0021357914475122839 0.0019320765600972201 0.00066319190941790842 0.0019716196044985454 0.0017254936188667773 0.0019271125864090454 0.001949998109878538
leaf_weight=53 54 95 88 52 100 91 72 60 52 776 94 57 78 93 82 79 79 53 86 53 92 56
leaf_count=53 54 95 88 52 100 91 72 60 52 776 94 57 78 93 82 79 79 53 86 53 92 56
internal_value=0 0.00125302 0.00200409 0.00202964 0.00148918 0.00136962 0.000989854 0.00176032 0.00205612 0.00209981 0.00208524 0.00197473 0.00189969 0.00178833 0.00210535 0.00205439 0.0020448 0.000817978 0.0021219 0.0016115 0.00200569 0.00205898
internal_weight=0 465 1930 1842 245 191 220 165 1677 1091 1038 586 302 171 944 284 131 125 862 105 227 135
internal_count=2395 465 1930 1842 245 191 220 165 1677 1091 1038 586 302 171 944 284 131 125 862 105 227 135
is_linear=0
shrinkage=0.0032998


Tree=5513
num_leaves=23
num_cat=0
split_feature=4 3 1 1 47 13 2 11 2 4 2 15 13 52 4 3 13 52 4 42 475 52
split_gain=13.2651 3.82663 2.78771 1.06175 0.806533 0.790718 0.606593 0.86623 0.537902 0.414751 0.398818 0.365035 0.29921 0.360048 0.294641 0.289308 0.281024 0.196106 0.114649 0.134854 0.120838 0.194139
threshold=0.30163500000000004 -0.055839999999999994 0.10293500000000001 0.13052500000000003 0.098400000000000015 -0.004004999999999999 0.095935000000000006 1.0000000180025095e-35 0.10981000000000002 -0.022999999999999996 0.11517500000000001 -0.42443999999999993 -0.077274999999999996 -0.53454499999999994 -0.0030749999999999996 -0.10077999999999999 0.021935000000000003 0.0029250000000000005 0.0051600000000000005 0.087525000000000006 -0.085734999999999992 -0.0093349999999999978
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 6 5 10 8 14 7 15 -4 -7 -2 -5 -8 -14 -3 -1 17 -15 20 -20 -17 -22
right_child=3 2 4 11 -6 9 12 -9 -10 -11 -12 -13 13 16 -16 18 -18 -19 19 -21 21 -23
leaf_value=0.0016403310506341087 0.0013312294227631367 0.001273764674875837 0.0012487367548562858 0.00087067915487182301 0.0014994677676050941 0.0020060699030766214 0.0018574622869592435 0.0022132294550883998 0.00082377284534431577 0.001670655583639309 0.00097223774735374815 0.00050448172198996259 0.001835825430799872 0.0015005164385534064 0.0016069151265860717 0.0019999997315996764 0.0013777015971063677 0.0017592028506834489 0.001615004947976268 0.0018424935453318588 0.0017518244533611396 0.0018627703868365135
leaf_weight=97 64 52 59 71 52 73 83 64 74 95 74 52 69 61 70 56 67 75 60 63 244 720
leaf_count=97 64 52 59 71 52 73 83 64 74 95 74 52 69 61 70 56 67 75 60 63 244 720
internal_value=0 0.00172826 0.00146672 0.000939852 0.00114961 0.0016689 0.00180312 0.00183634 0.00101256 0.00181661 0.00113898 0.00071615 0.00168101 0.00162704 0.00146521 0.00181686 0.0015559 0.00164343 0.00183181 0.00173181 0.00184383 0.00183473
internal_weight=0 2134 475 261 185 290 1659 1304 133 168 138 123 355 272 122 1240 203 136 1143 123 1020 964
internal_count=2395 2134 475 261 185 290 1659 1304 133 168 138 123 355 272 122 1240 203 136 1143 123 1020 964
is_linear=0
shrinkage=0.0032998


Tree=5514
num_leaves=18
num_cat=0
split_feature=14 41 43 12 42 43 12 13 12 12 15 3 43 16 52 42 13
split_gain=0.266987 0.166876 0.20106 0.235272 0.179843 0.215672 0.216383 0.181433 0.179636 0.340808 0.176234 0.240335 0.171902 0.122547 0.106739 0.125832 0.110052
threshold=-0.30192499999999994 0.079395000000000007 -0.14044999999999999 0.086620000000000016 0.087005000000000013 -0.080554999999999974 0.088885000000000006 -0.053049999999999993 -0.10236499999999998 -0.042789999999999988 -0.011859999999999997 0.10812000000000001 -0.010064999999999999 -0.034884999999999992 1.0000000180025095e-35 0.096295000000000019 -0.070004999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 14 -4 -10 12 -12 -11 -5 16 -16 -7
right_child=1 -3 4 13 5 7 -8 -9 9 10 11 -13 -14 -15 15 -17 -18
leaf_value=-0.0020390703654457887 0.021502861510637909 0.00063873182400829977 0.015835125497285267 0.0052424710827336527 0.0091461778749370067 0.0029202600821263405 0.022487623773702996 0.016169286511770686 -0.0043369299147566868 0.0060102743079739765 0.0059346579009643434 -0.0057722705064517559 0.012156979726958029 0.015543491536003508 0.012420826757853744 0.0044342404927462916 0.011643431776890778
leaf_weight=79 66 87 56 85 70 198 69 74 83 256 599 54 263 54 164 86 52
leaf_count=79 66 87 56 85 70 198 69 74 83 256 599 54 263 54 164 86 52
internal_value=0 0.00789188 0.00817417 0.0132085 0.00766338 0.00981938 0.0157818 0.00837238 0.00648945 0.006071 0.00680962 0.0049638 0.00912854 0.00925723 0.00721484 0.00968063 0.00474187
internal_weight=0 2316 2229 205 2024 713 139 574 1311 1255 1172 653 519 139 500 250 250
internal_count=2395 2316 2229 205 2024 713 139 574 1311 1255 1172 653 519 139 500 250 250
is_linear=0
shrinkage=0.16829


Tree=5515
num_leaves=23
num_cat=0
split_feature=4 2 0 51 0 2 14 0 14 0 4 4 4 159 4 0 2 52 42 42 4 4
split_gain=15.6215 5.26449 2.41847 1.57901 1.43433 1.34124 0.960403 1.05728 0.956516 1.09975 0.794123 0.775034 0.691175 0.385277 0.292935 0.26688 0.223925 0.172739 0.191639 0.15776 0.158081 0.0945472
threshold=0.30163500000000004 0.099675000000000014 -0.12608499999999997 0.088940000000000005 -0.076539999999999983 -0.0050599999999999994 -0.42214499999999994 -0.099059999999999995 0.062655000000000016 -0.11208499999999998 -0.47860499999999995 -0.16772499999999999 0.043850000000000007 -0.15263499999999999 0.0099250000000000015 -0.094124999999999986 0.12358500000000001 0.091275000000000009 0.085495000000000015 0.079170000000000004 0.012315000000000001 -0.072529999999999983
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 4 -3 10 8 -6 -2 -8 9 12 -4 -7 -1 -11 15 -15 19 18 -13 -12 -21 -20
right_child=6 2 3 -5 5 11 7 -9 -10 13 16 17 -14 14 -16 -17 -18 -19 21 20 -22 -23
leaf_value=0.0011479838375949222 0.0011000137677325212 0.00081963420774518203 0.0018621104277466852 0.0010088762779725611 0.00099535248905212445 0.001877151107328916 0.00085283004131164709 0.00037447509135185326 0.0021643233006553722 0.0015064895492049371 0.001388829421722138 0.0016941622228896166 0.0016731921893570288 0.0019700774812957266 0.0015696728910713363 0.0017588800580443837 0.0012511390159430159 0.0013167148765400418 0.0013425241957559324 0.0017088820375341818 0.0014434097143467826 0.0015511325445678016
leaf_weight=59 57 97 57 89 52 70 101 101 53 73 103 55 52 74 85 832 61 58 52 52 52 52
leaf_count=59 57 97 57 89 52 70 101 101 53 73 103 55 52 74 85 832 61 58 52 52 52 52
internal_value=0 0.00158065 0.0012895 0.0013995 0.00167557 0.00148482 0.000720962 0.000613827 0.0017282 0.0017085 0.00150637 0.00157338 0.00139434 0.00174124 0.00175849 0.00177617 0.00143057 0.00147523 0.00153283 0.00148328 0.00157648 0.00144717
internal_weight=0 2078 511 414 1567 339 259 202 1228 1175 325 287 111 1064 991 906 268 217 159 207 104 104
internal_count=2337 2078 511 414 1567 339 259 202 1228 1175 325 287 111 1064 991 906 268 217 159 207 104 104
is_linear=0
shrinkage=0.0032998


Tree=5516
num_leaves=29
num_cat=0
split_feature=1 52 3 52 48 16 159 3 51 1 457 48 43 3 43 43 16 43 43 43 43 16 16 159 42 3 16 42
split_gain=19.9154 3.9843 2.54901 1.89986 0.894552 0.807846 0.790168 0.575826 0.585048 0.544229 0.419247 0.427782 0.32917 0.369639 0.303668 0.246276 0.236179 0.194277 0.161177 0.145062 0.174271 0.140942 0.152486 0.139486 0.116046 0.111154 0.101554 0.100601
threshold=0.10141500000000002 -0.41304999999999997 0.31400500000000003 0.12492500000000002 -1.0000000180025095e-35 0.0086100000000000013 0.081445000000000017 -0.081024999999999986 1.0000000180025095e-35 0.12500000000000003 0.080930000000000016 0.092265000000000014 -0.11278499999999998 -0.095119999999999996 -0.072864999999999985 -1.0000000180025095e-35 -0.049384999999999991 -0.031974999999999996 -0.011584999999999998 -0.07027499999999999 -0.084674999999999986 0.12292000000000002 0.26799500000000004 0.078675000000000009 0.083285000000000012 -0.083344999999999989 0.41484500000000007 0.11108000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 -1 6 7 17 16 10 11 23 -7 -14 -11 -10 27 19 -19 20 -6 -15 -23 -3 -8 -20 -24 -9
right_child=1 2 -4 -5 5 12 24 8 15 14 -12 -13 13 21 -16 -17 -18 18 25 -21 -22 22 26 -25 -26 -27 -28 -29
leaf_value=0.0012334534809289094 0.0015807310285859137 0.0011283254574092553 0.00022521107118051429 0.0014304932208750022 0.0015954542889478596 0.0012463030882466416 0.0019710805668626779 0.0015744414376740515 0.0014685309758580326 0.00043012255523754703 0.0006185428252751435 0.00069197818427777663 0.0017474047186029848 0.0013442562604750333 0.00076574465438941457 0.0011642377430280157 0.0017443888748294673 0.0018685247269359957 0.0017424768677206731 0.0014551226287253781 0.0017690328082989998 0.0016663912050511333 0.0013514044980737347 0.00091230329631173139 0.0017727209084517353 0.0015834117616713881 0.0015515464526249527 0.001404400759215835
leaf_weight=76 77 85 78 58 220 63 73 209 62 58 55 53 60 87 61 58 86 79 161 53 96 52 64 57 69 78 57 52
leaf_count=76 77 85 78 58 220 63 73 209 62 58 55 53 60 87 61 58 86 79 161 53 96 52 64 57 69 78 57 52
internal_value=0 0.00088109 0.000774342 0.00087457 0.00158564 0.00160156 0.00164114 0.00161234 0.0015221 0.000787093 0.000874837 0.000946945 0.00146754 0.00151099 0.00060246 0.00132175 0.00159128 0.00167363 0.001735 0.00162065 0.0016483 0.00145629 0.00151243 0.00104186 0.00187494 0.00169071 0.00144598 0.0015407
internal_weight=0 582 505 427 1755 1679 1296 1154 467 369 250 195 383 320 119 120 347 687 318 369 316 260 173 142 142 239 121 261
internal_count=2337 582 505 427 1755 1679 1296 1154 467 369 250 195 383 320 119 120 347 687 318 369 316 260 173 142 142 239 121 261
is_linear=0
shrinkage=0.0032998


Tree=5517
num_leaves=22
num_cat=0
split_feature=1 3 4 50 3 4 42 15 4 4 43 11 15 4 15 43 15 4 42 403 15
split_gain=27.2508 6.86873 4.40082 2.14814 1.70316 1.56088 1.06809 0.824753 0.582684 0.917458 0.510474 0.719998 0.518108 0.579359 0.522494 0.482055 0.44107 0.422154 0.189534 0.210892 0.100598
threshold=0.10141500000000002 0.31343500000000007 -0.37626499999999991 0.091130000000000017 -0.055839999999999994 0.094510000000000025 0.11457500000000002 -0.092059999999999989 0.056815000000000011 0.41696500000000003 -0.46848499999999998 1.0000000180025095e-35 0.083185000000000023 -0.016339999999999997 -0.0092549999999999976 -0.036794999999999994 -0.10114499999999998 -0.44205499999999992 -0.026469999999999997 -0.15323999999999996 0.091990000000000016
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 -2 4 7 6 10 -4 -6 -10 -1 12 13 17 -15 -8 -7 -12 20 -20 -14
right_child=1 -3 3 -5 8 16 15 -9 9 -11 11 -13 18 14 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0014689149270563945 0.0018433074942477844 5.0584703456853141e-05 0.00082837952942583235 0.0015557377617598468 0.00045703800656137091 0.0016074488559627122 0.0012281928238265915 0.0013435201367145975 0.001141857457775791 0.00059958046321359818 0.0018504652401104887 0.0021503356895101449 0.0018168078601614708 0.0017453226957936116 0.0020738247983013323 0.001659761860265591 0.0012144815812951647 0.0015171496932491308 0.0017086757686618403 0.0019269977075477649 0.0016522213557390102
leaf_weight=56 67 87 58 53 87 55 56 83 54 93 54 60 158 462 61 59 75 197 60 339 63
leaf_count=56 67 87 58 53 87 55 56 83 54 93 54 60 158 462 61 59 75 197 60 339 63
internal_value=0 0.000906091 0.00105638 0.000933112 0.000845021 0.0017302 0.00175811 0.00113187 0.000672026 0.000799024 0.00178156 0.00179358 0.0017782 0.00172061 0.0017837 0.00144991 0.00138101 0.001589 0.00185004 0.00189426 0.00177005
internal_weight=0 582 495 428 375 1755 1625 141 234 147 1510 1454 1394 774 523 115 130 251 620 399 221
internal_count=2337 582 495 428 375 1755 1625 141 234 147 1510 1454 1394 774 523 115 130 251 620 399 221
is_linear=0
shrinkage=0.0032998


Tree=5518
num_leaves=28
num_cat=0
split_feature=1 2 3 2 4 12 12 4 1 12 1 1 11 133 3 3 12 3 3 2 12 13 400 15 133 4 13
split_gain=23.7774 4.98392 2.50807 2.22058 1.71683 1.39862 1.19437 1.1508 0.95121 0.627106 0.562699 0.528636 0.504763 0.435163 0.422888 0.351443 0.275032 0.221316 0.27853 0.21976 0.196868 0.172741 0.157608 0.102039 0.0622789 0.0360494 0.0283774
threshold=0.10752500000000002 0.14823500000000003 0.31299000000000005 0.093365000000000017 0.41181500000000004 0.085090000000000013 0.085635000000000003 -0.15450999999999995 0.092810000000000017 0.11769500000000001 0.090965000000000004 0.12500000000000003 0.081790000000000015 0.037060000000000003 -0.080669999999999978 -0.10583499999999998 0.083995000000000014 0.021805000000000001 -0.076504999999999976 0.084565000000000015 0.089435000000000014 -0.082159999999999997 -0.064794999999999978 -0.070929999999999979 0.026115000000000003 -0.082384999999999986 -0.066659999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 5 -2 7 -5 13 12 -9 -6 21 15 16 -1 -15 18 22 -18 -10 -8 -17 -23 -25 -21 -22
right_child=1 -3 -4 6 11 -7 9 10 20 -11 -12 -13 -14 14 -16 17 19 -19 -20 25 26 23 -24 24 -26 -27 -28
leaf_value=0.0023976644510517028 0.0013333751664495971 0.0004119987544947449 0.0006586808030144076 0.0019989782130918079 0.0013170917740831364 0.0019142312364892338 0.0020644604659628123 0.0017032471976810061 0.001661401872231539 0.0016098034360048086 0.0012575913775204363 0.00088316328135417364 0.0022761995556099361 0.001802401948229487 0.0022567847574487703 0.0022609807300981652 0.0018356866660028638 0.0019409890683526733 0.0023858335087094734 0.0021602258237671096 0.0019684559958658464 0.0017784290460779507 0.0020996837039953713 0.0018373286655504568 0.0019860123896861294 0.0020452562670992087 0.0018440838666673215
leaf_weight=63 89 83 55 57 71 93 77 52 52 61 79 55 53 80 73 88 57 62 54 52 64 82 388 59 98 188 52
leaf_count=63 89 83 55 57 71 93 77 52 52 61 79 55 53 80 73 88 57 62 54 52 64 82 388 59 98 188 52
internal_value=0 0.00114211 0.00130895 0.00198933 0.00142496 0.00163038 0.00182655 0.00160601 0.00206832 0.00192288 0.00143476 0.00112796 0.00197454 0.00210371 0.00202345 0.0021588 0.00197817 0.00213332 0.00215575 0.0020254 0.00183534 0.00192384 0.00212958 0.00187838 0.00193036 0.00207031 0.00191301
internal_weight=0 446 363 1891 308 182 618 188 1273 430 131 126 369 1105 450 655 377 592 530 297 168 316 476 239 157 240 116
internal_count=2337 446 363 1891 308 182 618 188 1273 430 131 126 369 1105 450 655 377 592 530 297 168 316 476 239 157 240 116
is_linear=0
shrinkage=0.0032998


Tree=5519
num_leaves=15
num_cat=0
split_feature=1 1 3 124 47 12 1 16 1 12 43 16 3 3
split_gain=19.9029 2.35155 2.20366 1.32833 1.30893 1.1989 1.05483 0.910338 0.979474 0.947361 0.464433 0.35986 0.340991 0.242931
threshold=0.11332500000000002 0.14699000000000004 0.11745500000000002 -0.081949999999999981 0.085505000000000012 0.11769500000000001 0.11869500000000001 0.52822500000000006 0.098700000000000024 0.093270000000000006 -0.084674999999999986 0.21684500000000004 0.0025650000000000004 -0.072419999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 7 -2 8 9 10 -5 -11 -8 -10
right_child=1 -3 -4 5 -6 -7 12 -9 13 11 -12 -13 -14 -15
leaf_value=0.0013055101776488743 0.0011683696159684395 0.00026521611911026877 0.0010038447456674584 0.0016551405028248029 0.0012720116939853201 0.0012727674407960862 0.00076903175602978564 0.0020919670248782168 0.0012728033963472312 0.0016254264174565421 0.001807029300486284 0.0013506292710380779 0.00043034826954401622 0.0015745407117192499
leaf_weight=98 57 69 54 298 91 69 81 69 64 298 912 65 55 57
leaf_count=98 57 69 54 298 91 69 81 69 64 298 912 65 55 57
internal_value=0 0.000812328 0.00166293 0.00168135 0.000945129 0.00170144 0.00079082 0.00171819 0.00170295 0.00172506 0.00176965 0.00157632 0.000632323 0.00141524
internal_weight=0 353 1984 1930 284 1832 193 1763 1694 1573 1210 363 136 121
internal_count=2337 353 1984 1930 284 1832 193 1763 1694 1573 1210 363 136 121
is_linear=0
shrinkage=0.0032998


Tree=5520
num_leaves=14
num_cat=0
split_feature=4 156 41 4 376 160 160 1373 3 42 1447 42 0
split_gain=0.460183 0.274214 0.27145 0.264305 0.226398 0.219817 0.182953 0.177333 0.155238 0.32181 0.21446 0.113937 0.107956
threshold=0.30163500000000004 -0.031569999999999994 0.07831500000000001 0.50973500000000016 0.084700000000000011 -0.074049999999999991 0.38291500000000006 1.0000000180025095e-35 -0.081979999999999983 0.11457500000000002 -0.085024999999999989 0.084505000000000011 -0.081854999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 12 6 -5 7 8 10 -10 -3 -1 -2
right_child=3 2 -4 5 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.027453554641232756 -0.0027884066710981347 9.976958251045529e-05 0.02263290896531682 0.0043935867274742342 0.0016037663624743977 0.019921794069078295 0.022163636107385268 0.021625315982982452 0.014861073205943801 0.0038226018692551107 0.01130359463992377 0.01642932851460422 0.0067228217685973805
leaf_weight=52 85 52 80 52 52 52 59 60 801 83 765 57 56
leaf_count=52 85 52 80 52 52 52 59 60 801 83 765 57 56
internal_value=0 0.0134657 0.0130047 0.00573739 0.0125923 0.012175 0.0129053 0.0125941 0.0122744 0.0138267 0.0105927 0.0217051 0.000976361
internal_weight=0 2061 1952 245 1872 104 1820 1761 1701 884 817 109 141
internal_count=2306 2061 1952 245 1872 104 1820 1761 1701 884 817 109 141
is_linear=0
shrinkage=0.16829


Tree=5521
num_leaves=23
num_cat=0
split_feature=3 3 43 15 15 15 42 13 1212 123 160 51 3 0 42 43 0 43 160 3 403 160
split_gain=11.4232 5.24839 4.81757 1.45043 1.02863 0.765638 0.506843 0.374953 0.394101 0.366135 0.348957 0.323686 0.467764 0.294755 0.261569 0.250349 0.511523 0.226239 0.23926 0.164333 0.145367 0.102809
threshold=-0.052614999999999995 0.30112000000000005 -0.049914999999999994 -0.23118499999999997 -1.0000000180025095e-35 -0.23071999999999995 0.11457500000000002 -0.08176499999999999 0.092585000000000015 0.085740000000000011 -0.13366499999999998 0.035765000000000012 0.097710000000000005 -0.032619999999999989 0.097935000000000008 -0.00067499999999999993 -0.095869999999999983 -0.082144999999999982 -0.080669999999999978 -0.091649999999999995 -0.06835999999999999 -0.081539999999999987
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 5 -1 11 -2 7 10 14 -7 -5 12 -4 -6 17 16 -12 18 -9 -19 -8 -18
right_child=1 -3 4 6 13 9 20 8 -10 -11 15 -13 -14 -15 -16 -17 21 19 -20 -21 -22 -23
leaf_value=0.000964758621159641 0.00041304788596632043 0.00027496105101378375 0.0012787995550572054 0.0017775950932432084 0.0017783840595271502 0.00097017244223248126 0.0014283750469032033 0.0011983117676495902 0.0017173328691577217 0.00062380698469368832 0.0012147993592360633 0.001443985292464908 0.00089399577375903739 0.0014367012889332186 0.0016753801391472111 0.0017097531588882049 0.0014681853829130425 0.0013996353713030469 0.0014307810745652952 0.0015333664380503612 0.0011910226630558519 0.0016058007814803218
leaf_weight=54 63 98 99 101 59 96 58 67 78 52 52 54 54 55 64 102 88 151 197 355 61 248
leaf_count=54 63 98 99 101 59 96 58 67 78 52 52 54 54 55 64 102 88 151 197 355 61 248
internal_value=0 0.000977175 0.00110646 0.00149857 0.00136117 0.000718801 0.00151632 0.00153287 0.00149034 0.000848715 0.00159845 0.00122185 0.00114322 0.00161385 0.00146907 0.00156145 0.00152237 0.00145188 0.00137192 0.00149353 0.001307 0.00156986
internal_weight=0 630 532 1676 321 211 1622 1503 912 148 591 207 153 114 834 490 388 770 264 506 119 336
internal_count=2306 630 532 1676 321 211 1622 1503 912 148 591 207 153 114 834 490 388 770 264 506 119 336
is_linear=0
shrinkage=0.0032998


Tree=5522
num_leaves=25
num_cat=0
split_feature=1 0 483 43 16 13 49 42 130 403 43 403 160 0 50 16 42 13 13 16 0 0 51 16
split_gain=0.50132 0.389964 0.322577 0.242064 0.23462 0.221737 0.211608 0.189929 0.173185 0.164222 0.186088 0.206564 0.179504 0.174491 0.162442 0.153059 0.275594 0.152935 0.142989 0.138256 0.121073 0.10393 0.0779944 0.0519435
threshold=0.093505000000000019 -0.13513499999999998 0.093265000000000015 0.070325000000000013 0.034535000000000003 -0.009329999999999998 -0.086604999999999988 0.095650000000000013 -0.081379999999999994 -0.10197999999999999 -0.015214999999999998 -0.52374999999999983 -0.088099999999999984 -0.10891999999999999 0.10944000000000002 -0.0049999999999999984 0.087195000000000009 -0.0013449999999999996 0.095655000000000018 -0.095494999999999983 -0.097414999999999988 -0.089704999999999993 -0.069834999999999994 -0.090394999999999989
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=6 17 3 4 5 7 -1 23 -8 10 11 -10 15 19 20 16 21 -2 22 -14 -15 -11 -6 -3
right_child=1 2 -4 -5 18 -7 8 -9 9 12 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.021932598380387094 -0.004040223768410971 0.017928900148138558 -0.0025965298618865875 0.021756633079323864 0.01395450221707268 -0.00047723336784630201 0.0035364522635334566 0.0019938221196006229 0.0047295107829448254 0.011861245836232628 0.00114688341800406 0.017590897073693778 0.01534551677714764 0.0066642496044450371 0.0048391269327830097 0.0016867282343110271 0.01974603245242362 0.005878566059854819 0.0071242038607560272 0.027513061788978724 0.015115548659366294 0.0021146257216321965 0.022302414462269601 0.010381943028676961
leaf_weight=74 89 55 52 56 80 84 57 54 63 62 65 82 56 52 52 53 78 87 55 52 778 63 55 52
leaf_count=74 89 55 52 56 80 84 57 54 63 62 65 82 56 52 52 53 78 87 55 52 778 63 55 52
internal_value=0 0.00774791 0.00997954 0.0113151 0.00996676 0.00651153 0.0131123 0.010169 0.0126797 0.0130364 0.00865978 0.0120152 0.0137726 0.0148033 0.0140155 0.00977967 0.0118838 0.000852607 0.0144127 0.0212206 0.0145882 0.00696332 0.0173688 0.014278
internal_weight=0 719 543 491 435 245 1587 161 1513 1456 210 145 1246 990 882 256 203 176 190 108 830 125 135 107
internal_count=2306 719 543 491 435 245 1587 161 1513 1456 210 145 1246 990 882 256 203 176 190 108 830 125 135 107
is_linear=0
shrinkage=0.16829


Tree=5523
num_leaves=14
num_cat=0
split_feature=2 123 13 16 16 2 2 52 0 13 0 158 49
split_gain=10.0118 4.52131 2.67147 1.47631 1.45165 0.76319 0.695473 0.602631 0.493243 0.376417 0.367359 0.324558 0.167066
threshold=0.13631000000000001 0.081990000000000021 -0.33260499999999998 -0.50790499999999994 -0.36241499999999999 -1.0000000180025095e-35 0.10222000000000002 -0.037619999999999994 -0.091674999999999993 -0.0094049999999999984 -0.016419999999999997 0.080695000000000003 0.10311000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -5 10 -6 -8 -3 11 -7 -10
right_child=4 9 3 5 7 6 8 -9 12 -11 -12 -13 -14
leaf_value=0.00072058044064406222 0.00011825128686761013 0.00097615579569282785 0.0010784155530360554 0.0011094281289330743 0.00054084772780894344 0.001502588914995526 0.0011269539505928531 0.0010249761274354 0.0014831243891956481 0.00062921596453655916 0.0017742992843922934 0.0016796132647192996 0.0012743245089183891
leaf_weight=54 54 103 102 57 58 1259 77 55 183 52 66 128 58
leaf_count=54 54 103 102 57 58 1259 77 55 183 52 66 128 58
internal_value=0 0.00140333 0.00144576 0.00146603 0.000564065 0.00148764 0.00149979 0.000776797 0.00135902 0.00085999 0.00153057 0.00151895 0.00143302
internal_weight=0 2139 1984 1930 167 1828 1771 113 318 155 1453 1387 241
internal_count=2306 2139 1984 1930 167 1828 1771 113 318 155 1453 1387 241
is_linear=0
shrinkage=0.0032998


Tree=5524
num_leaves=23
num_cat=0
split_feature=1 52 124 1 12 12 160 0 13 1213 15 13 157 15 15 15 160 1 13 52 12 0
split_gain=9.80628 2.01757 1.30831 1.2808 0.87413 0.621593 0.625931 0.471739 0.427233 0.425614 0.361279 0.232261 0.229818 0.344718 0.375986 0.276613 0.191051 0.130533 0.104988 0.101428 0.0776423 0.0746247
threshold=0.10538500000000002 -0.29521499999999995 -0.078224999999999989 0.13702500000000004 0.088335000000000011 0.090255000000000016 -0.42430999999999991 -0.22607999999999998 0.059130000000000009 -0.10863999999999999 0.12011500000000001 -0.00016499999999999997 0.00069000000000000008 -0.033689999999999991 0.091230000000000019 -0.073404999999999984 -1.0000000180025095e-35 0.091785000000000019 -0.0088749999999999992 -1.0000000180025095e-35 0.092395000000000019 -0.065249999999999989
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 -2 -1 4 16 6 -4 -8 9 -9 12 -11 13 15 20 19 -3 -16 -18 -7 -15 -5
right_child=1 3 5 21 -6 10 7 8 -10 11 -12 -13 -14 14 17 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00076488258277107395 0.0012416452407358308 0.00073768560502985073 0.0015263922010452797 0.00037583391600219099 0.00094479244990328787 0.0012224400940735972 0.0009281796106362846 0.00098422246383740803 0.00097398688608077769 0.0012612599354498446 0.00086387621202504896 0.0014263948621593479 0.0013567463297443003 0.001210479853818906 0.0011533796003295358 0.00084594067213792214 0.00058477701960644448 0.00097545594741265599 0.00041037946307967161 0.0010310177473689141 0.0013669943119035569 0.00020910942468806631
leaf_weight=79 57 57 84 58 101 52 55 56 60 675 55 112 53 62 142 70 94 71 66 85 100 62
leaf_count=79 57 57 84 58 101 52 55 56 60 675 55 112 53 62 142 70 94 71 66 85 100 62
internal_value=0 0.00065712 0.0011814 0.000580971 0.000690666 0.00120037 0.00125154 0.0012274 0.00124559 0.00126488 0.00112306 0.00128481 0.00114545 0.00112615 0.00118638 0.00101686 0.000572224 0.00109424 0.000513058 0.00110393 0.00130731 0.000289987
internal_weight=0 495 1811 438 318 1732 1042 958 903 843 690 787 635 582 375 207 217 213 160 137 162 120
internal_count=2306 495 1811 438 318 1732 1042 958 903 843 690 787 635 582 375 207 217 213 160 137 162 120
is_linear=0
shrinkage=0.0032998


Tree=5525
num_leaves=13
num_cat=0
split_feature=1 39 0 49 1456 14 0 160 3 13 0 151
split_gain=0.952997 0.278256 0.267787 0.230578 0.240199 0.205183 0.328147 0.360486 0.196069 0.174833 0.155797 0.139833
threshold=0.13662500000000002 0.10076500000000001 -0.040094999999999992 -0.15378499999999998 0.056265000000000009 0.023790000000000002 -0.10891999999999999 -0.52850499999999989 -0.083414999999999975 -0.11255999999999998 -0.14151499999999997 -0.012764999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 10 -8 -6 -9 11 -5
right_child=2 -3 -4 4 8 -7 7 9 -10 -11 -12 -13
leaf_value=0.022217080926775934 0.0022549051929692089 0.00015334259396561489 -0.013154864967004295 0.001795130970839215 0.022438357262982055 0.018718245282778809 -0.0021698934260873767 0.0017799979321778804 0.011237073576901999 0.01165615614410531 -0.0015895688040794514 0.011467011473477154
leaf_weight=52 80 68 53 76 88 79 58 53 91 1492 84 97
leaf_count=52 80 68 53 76 88 79 58 53 91 1492 84 97
internal_value=0 0.0107806 -0.00387232 0.0111128 0.0108394 0.0102924 0.00993359 0.0108294 0.0167539 0.0113185 0.00433932 0.00722848
internal_weight=0 2238 133 2170 2118 1939 1860 1603 179 1545 257 173
internal_count=2371 2238 133 2170 2118 1939 1860 1603 179 1545 257 173
is_linear=0
shrinkage=0.16829


Tree=5526
num_leaves=25
num_cat=0
split_feature=1 52 1 2 2 15 2 0 13 2 52 1 1447 13 475 158 16 133 1 13 13 16 2 52
split_gain=19.2804 3.04644 2.42707 1.20714 0.870737 0.848796 0.759277 0.618046 0.460419 0.438531 0.408283 0.493163 0.413694 0.36778 0.336076 0.270791 0.262331 0.254926 0.304938 0.228223 0.346339 0.178414 0.102545 0.0626827
threshold=0.10776500000000001 -0.24166499999999999 0.13662500000000002 0.092155000000000015 -0.0050599999999999994 -0.083359999999999976 0.09036000000000001 -0.15061499999999997 -0.085669999999999982 0.12330500000000001 0.11110500000000002 0.080475000000000005 -0.085709999999999995 -1.0000000180025095e-35 -0.0048199999999999988 0.07968500000000002 -0.080509999999999984 -0.062749999999999986 0.080270000000000022 -0.076584999999999986 -0.0042049999999999995 -0.14483499999999996 0.08598500000000002 0.044705000000000002
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 5 4 -1 13 -7 -5 -4 14 12 -12 -6 21 -9 17 23 22 -19 -18 -21 -3 -14 -16
right_child=1 2 8 7 10 6 -8 9 -10 -11 11 -13 15 -15 16 -17 19 18 -20 20 -22 -23 -24 -25
leaf_value=0.0011664590891098704 0.0015196564854645684 0.00070537790096183745 7.0273496299120178e-05 0.0010835711320062269 0.0018927821600724622 0.0013300169218280155 0.00079133152202488365 0.0016480565033915868 0.00047406597620231318 0.0011608718510406329 0.001199494940946643 0.0016077151427110617 0.0016217171092543226 0.0009142238237956732 0.0014597595991786767 0.0017738234831954178 0.0015330325191780735 0.0016067937042025698 0.0014539476126245593 0.0011987471099582255 0.0014499902260005405 0.00043988292231143475 0.0017661729629014 0.0016132789190896428
leaf_weight=53 52 60 58 59 60 57 58 96 66 57 59 74 145 54 56 99 81 419 226 120 125 53 100 84
leaf_count=53 52 60 58 59 60 57 58 96 66 57 59 74 145 54 56 99 81 419 226 120 125 53 100 84
internal_value=0 0.00076713 0.000670661 0.00152104 0.00158269 0.000839907 0.00105864 0.0014087 0.000285479 0.00143963 0.00160133 0.00142689 0.00162341 0.000689072 0.00146784 0.00160703 0.00143064 0.00158844 0.00155329 0.00137836 0.00132708 0.000581165 0.00168082 0.00155212
internal_weight=0 458 406 1913 1235 282 115 678 124 619 1182 133 1049 167 562 989 466 890 645 326 245 113 245 140
internal_count=2371 458 406 1913 1235 282 115 678 124 619 1182 133 1049 167 562 989 466 890 645 326 245 113 245 140
is_linear=0
shrinkage=0.0032998


Tree=5527
num_leaves=19
num_cat=0
split_feature=10 123 132 4 402 4 16 16 16 1 47 16 4 52 16 52 1 0
split_gain=0.797516 0.272852 0.15809 0.183114 0.249558 0.18879 0.187156 0.183232 0.348992 0.303788 0.154838 0.179623 0.230343 0.183282 0.149566 0.186949 0.0916066 0.0833362
threshold=-0.011559999999999999 0.085740000000000011 0.086775000000000005 -0.083709999999999993 0.08865000000000002 -0.080874999999999989 -0.082084999999999991 0.041625000000000002 0.31615500000000002 0.07635500000000002 0.11043500000000002 -0.097499999999999989 0.066275000000000014 -0.52313499999999991 -0.023519999999999996 0.022635000000000006 0.12719000000000003 -0.082504999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -5 9 -9 17 11 12 -7 -13 15 -4 -3 -2
right_child=1 16 14 5 -6 10 -8 8 -10 -11 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0069278671398545965 0.0153670064767767 0.0064052161671728025 0.016657895873057573 0.0091797179046720617 0.024291993554998528 0.021514257156036425 -0.0031096078292013819 0.001254952572949728 0.016468120530699303 0.025711041973854706 0.0036532831059104863 0.01767027491325994 0.011331688780012913 0.0091942981263916073 -0.00043471374625210724 0.0033531318708291172 -0.0026542694437369221 0.0075897877915122825
leaf_weight=83 82 69 54 84 56 94 60 95 78 60 89 79 195 919 71 68 58 77
leaf_count=83 82 69 54 84 56 94 60 95 78 60 89 79 195 919 71 68 58 77
internal_value=0 0.00985267 0.0102984 0.0107502 0.0137505 0.00986472 0.00404669 0.01224 0.00812445 0.0154829 0.0104723 0.0109424 0.0146499 0.00986704 0.00568225 0.00925685 0.00225367 0.011612
internal_weight=0 2288 2161 1968 448 1520 144 392 173 219 1376 1287 289 998 193 122 127 159
internal_count=2371 2288 2161 1968 448 1520 144 392 173 219 1376 1287 289 998 193 122 127 159
is_linear=0
shrinkage=0.16829


Tree=5528
num_leaves=27
num_cat=0
split_feature=1 15 2 1 150 12 12 12 11 40 12 3 3 401 16 3 43 403 2 131 43 12 12 43 2 43
split_gain=15.198 2.86262 1.76897 1.27353 1.64278 1.02224 0.942948 0.687569 0.615597 0.534796 0.356953 0.270947 0.262297 0.237656 0.219356 0.182528 0.189942 0.202876 0.163982 0.157075 0.316071 0.124471 0.473282 0.311673 0.0852998 0.0609046
threshold=0.10776500000000001 -0.083359999999999976 0.11941000000000002 0.089790000000000023 1.0000000180025095e-35 0.090535000000000018 0.088745000000000004 -0.042789999999999988 1.0000000180025095e-35 -0.067184999999999981 0.086085000000000009 -0.099169999999999994 -0.11128999999999999 0.082280000000000006 -0.41863499999999992 0.085315000000000016 -0.088759999999999992 0.10446500000000002 0.11866500000000001 0.089915000000000009 -0.0073499999999999998 0.097510000000000013 0.095175000000000023 -0.079109999999999986 0.088435000000000014 -0.06656999999999999
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=3 7 6 5 10 8 -3 9 11 -2 -5 -1 -12 18 -9 16 24 -18 21 20 -14 22 23 -7 -13 -23
right_child=1 2 -4 4 -6 13 -8 14 -10 -11 12 15 19 -15 -16 -17 17 -19 -20 -21 -22 25 -24 -25 -26 -27
leaf_value=0.0012674539907159927 0.00057295617671895556 0.00092165271027502122 0.00059760332072685701 0.0011905583706323156 0.00087532602116197403 0.0012428203048165782 0.0014930551297468548 0.00053486165721697721 0.0018597587592334667 0.00015439813762118355 0.0016193091943091428 0.001330617347974191 0.0011025567751289883 0.0011369257500889328 0.00081387353396160129 0.0013276278114104916 0.0015669402964276222 0.0013580717355519295 0.0011975400003959031 0.0015015110535962191 0.0014597039938395676 0.001545067305558598 0.0010620102265072784 0.0015375409022278675 0.0015140786298387901 0.0014047646386635406
leaf_weight=53 63 53 65 94 97 66 79 56 56 71 63 74 53 59 71 56 634 58 59 63 58 65 53 103 52 97
leaf_count=53 63 53 65 94 97 66 79 56 56 71 63 74 53 59 71 56 634 58 59 63 58 65 53 103 52 97
internal_value=0 0.000743778 0.00104423 0.00141316 0.00125398 0.00145901 0.0012639 0.000516864 0.00152115 0.000351446 0.00136484 0.00150065 0.00143382 0.00133728 0.000691122 0.00151475 0.00152752 0.00154948 0.00136389 0.00136646 0.00128949 0.00138935 0.00133671 0.00142265 0.00140661 0.00146128
internal_weight=0 458 197 1913 428 1485 132 261 983 134 331 927 237 502 127 874 818 692 443 174 111 384 222 169 126 162
internal_count=2371 458 197 1913 428 1485 132 261 983 134 331 927 237 502 127 874 818 692 443 174 111 384 222 169 126 162
is_linear=0
shrinkage=0.0032998


Tree=5529
num_leaves=31
num_cat=0
split_feature=1 12 2 1 150 15 2 1 43 4 12 1213 42 43 12 12 1 12 15 2 2 15 15 4 150 12 4 2 43 12
split_gain=22.9268 4.56087 2.06043 1.5738 1.48427 1.45414 1.15069 1.14095 0.485812 0.470652 0.354824 0.419438 0.382341 0.528768 0.352077 0.344756 0.255941 0.248699 0.212241 0.482554 0.345098 0.261796 0.208103 0.233583 0.175841 0.165278 0.0629736 0.0528329 0.0420881 0.0236937
threshold=0.10776500000000001 -1.0000000180025095e-35 0.13775000000000001 0.089790000000000023 1.0000000180025095e-35 -0.083359999999999976 0.10045500000000002 0.13301500000000002 -0.011369999999999998 -0.063379999999999978 0.087765000000000024 0.032650000000000005 0.085495000000000015 -0.080884999999999985 0.092395000000000019 0.090840000000000018 0.076010000000000008 0.091865000000000016 0.03981500000000001 0.086165000000000005 0.083815000000000014 -0.006494999999999999 0.087450000000000014 -0.16270999999999997 0.093625000000000014 0.10711000000000002 -0.074479999999999977 0.091895000000000018 -0.071349999999999983 0.089255000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 6 8 -3 10 -2 15 -8 11 18 16 -14 -7 -5 27 -11 21 20 -20 24 23 -10 -1 -19 -15 29 -28 -12
right_child=1 2 -4 4 -6 14 9 -9 22 17 12 -13 13 26 -16 -17 -18 25 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0018446918303048876 0.00074083488735150055 0.00097405208976213836 0.0005942336111980697 0.0013010032648158468 0.0011656976375021512 0.0013157116527102353 0.0012695448663407043 0.00022324244997436762 0.0018058236358715393 0.0018232999840066214 0.0017336875271700559 0.0020515147728177563 0.001335726534973509 0.0017840067795264567 0.0016739631988313833 0.0016284004024859073 0.0020259189785163841 0.0014639035660157151 0.0019765339885056137 0.0021747096878783779 0.0016936183894457819 0.0015694737934301144 0.0019013406036934878 0.0015078597709432024 0.0016251000699895944 0.0016898664694444531 0.0017275700878008546 0.0016871665035477358 0.0015795784101041198 0.0018390874357437285
leaf_weight=228 93 88 57 63 97 52 52 93 62 53 52 96 52 89 75 84 53 92 84 52 115 67 64 58 52 63 53 76 52 104
leaf_count=228 93 88 57 63 97 52 52 93 62 53 52 96 52 89 75 84 53 92 84 52 115 67 64 58 52 63 53 76 52 104
internal_value=0 0.000880759 0.00115315 0.00170287 0.00152594 0.00130117 0.00175384 0.000482228 0.0016314 0.00155345 0.00179634 0.00184623 0.00173107 0.00163431 0.00152755 0.00148833 0.00181446 0.00162426 0.00181322 0.00188825 0.00181322 0.00175885 0.00174551 0.0016621 0.00180404 0.00155597 0.00171416 0.001766 0.00165461 0.00180418
internal_weight=0 458 272 1913 428 215 1485 186 331 260 1225 694 531 246 127 147 285 208 598 251 199 347 184 120 280 155 194 232 105 156
internal_count=2371 458 272 1913 428 215 1485 186 331 260 1225 694 531 246 127 147 285 208 598 251 199 347 184 120 280 155 194 232 105 156
is_linear=0
shrinkage=0.0032998


Tree=5530
num_leaves=14
num_cat=0
split_feature=376 15 2 1456 402 0 14 2 41 4 48 402 16
split_gain=0.301615 0.251318 0.328708 0.173817 0.192444 0.253049 0.170666 0.163422 0.196658 0.180409 0.135665 0.0815721 0.0810264
threshold=0.080200000000000007 -0.37478999999999996 -0.013254999999999998 -0.15824499999999997 0.08865000000000002 -0.075969999999999996 -0.40349999999999991 0.14461000000000004 0.081235000000000016 -0.21586499999999997 0.084965000000000027 0.11844500000000001 -0.079929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 7 11 -1 8 9 -5 -2 12 -6
right_child=10 2 3 4 5 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0099370821073684178 0.0058767071896135325 0.022358667972491617 0.018058300471760526 0.015030951262561244 0.017285323408802761 0.024172156930850137 -0.002275937986971099 0.00042079707109612507 -0.0011170338477953189 0.0088199065833467708 -0.0055136428043545717 0.0052735956765082598 0.0082804333370829521
leaf_weight=53 67 59 67 146 65 53 83 65 52 1535 53 53 52
leaf_count=53 67 59 67 146 65 53 83 65 52 1535 53 53 52
internal_value=0 0.0095035 0.00994818 0.00959664 0.00931523 0.0139917 0.00247034 0.00873423 0.009045 0.00936042 0.000830998 0.0108072 0.0132985
internal_weight=0 2283 2147 2088 2021 223 136 1798 1733 1681 120 170 117
internal_count=2403 2283 2147 2088 2021 223 136 1798 1733 1681 120 170 117
is_linear=0
shrinkage=0.16829


Tree=5531
num_leaves=19
num_cat=0
split_feature=2 30 2 0 2 1447 1429 2 0 51 0 42 43 42 42 2 0 0
split_gain=8.02592 4.75945 2.61885 1.58326 1.55378 0.66611 0.512529 0.469632 0.462125 0.372907 0.536727 0.380146 0.273928 0.182261 0.327062 0.234162 0.173131 0.0681746
threshold=0.13574000000000003 0.085570000000000021 0.099675000000000014 -0.12608499999999997 -0.10238999999999998 -0.083449999999999983 0.084690000000000015 0.17000000000000001 -0.18901999999999997 0.07955000000000001 -0.089964999999999976 -1.0000000180025095e-35 0.074650000000000008 -0.012569999999999998 0.095980000000000024 0.11366500000000002 -0.086409999999999987 -0.057864999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 16 9 17 -4 10 -7 -11 13 -5 15 -15 -6 -2
right_child=7 -3 3 12 5 6 -8 -9 -10 11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00089968378352518925 0.00059591389622553855 0.00033048230989657628 0.0010581656007536957 0.0010503242041878234 0.0015088331567239249 0.0015413702388148202 0.0011150839523018058 0.00030381200410498961 0.00069795472373014101 0.001488798504569782 0.0013761216275939984 0.0011686943544327332 0.0014316933586526524 0.0014024182908933833 0.0010122192725837407 0.001130616803405348 0.0017535847474930482 0.00076240455254957169
leaf_weight=71 63 55 65 78 71 289 77 57 99 58 882 143 64 110 53 53 63 52
leaf_count=71 63 55 65 78 71 289 77 57 99 58 882 143 64 110 53 53 63 52
internal_value=0 0.00129 0.00131423 0.00111011 0.00137863 0.00140009 0.00137935 0.000549857 0.000840936 0.00139415 0.00141693 0.00126124 0.00123333 0.00119002 0.00124031 0.00131426 0.00162417 0.000671503
internal_weight=0 2231 2176 522 1654 1583 1449 172 164 1372 1171 201 358 294 216 163 134 115
internal_count=2403 2231 2176 522 1654 1583 1449 172 164 1372 1171 201 358 294 216 163 134 115
is_linear=0
shrinkage=0.0032998


Tree=5532
num_leaves=24
num_cat=0
split_feature=1 3 43 4 0 4 3 0 3 15 1 4 12 0 4 16 42 43 4 1446 15 1446 43
split_gain=21.0097 4.15133 1.86133 1.80598 1.72314 1.612 1.02021 1.09213 0.926629 0.810564 0.70704 0.598163 0.480161 0.471306 0.421568 0.39236 0.375853 0.34714 0.320867 0.344397 0.314912 0.0922597 0.0321723
threshold=0.10141500000000002 -0.058704999999999993 -0.049914999999999994 0.30163500000000004 0.10396000000000001 0.043850000000000007 0.086245000000000016 -0.091054999999999983 0.31370500000000007 -0.24042999999999998 0.084525000000000003 0.41345000000000004 0.093535000000000021 -0.099329999999999988 -0.039459999999999995 -0.11777499999999998 0.088200000000000014 -0.080924999999999983 -0.00076499999999999995 0.083715000000000026 -0.06784999999999998 0.081855000000000025 -0.079854999999999995
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 3 9 14 5 6 7 10 11 -3 13 20 15 -1 -2 -7 18 -18 19 -9 -4 -19 -15
right_child=1 2 8 -5 -6 12 -8 16 -10 -11 -12 -13 -14 22 -16 -17 17 21 -20 -21 -22 -23 -24
leaf_value=0.0022978419337359298 0.0017786349650545372 0.00019136216311897947 0.0014488492544627123 0.00094064560889872619 0.0012022081300171595 0.001714131492525036 0.0014161298987435678 0.0017542227435813568 0.00067849863911235075 0.0006948789206441216 0.0016583566597497571 0.00083248285266733686 0.0012766205692284587 0.0020255208671774226 0.0014148998544405644 0.0013658835811842841 0.0014902060669375154 0.0017521741444439087 0.0020136922936341414 0.0020219898149559153 0.0010827311308909428 0.0015909649866194572 0.0018915418242024002
leaf_weight=77 66 56 53 72 69 102 82 644 76 93 52 52 82 52 77 56 91 260 71 59 52 52 57
leaf_count=77 66 56 53 72 69 102 82 644 76 93 52 52 82 52 77 56 91 260 71 59 52 52 57
internal_value=0 0.00100106 0.000794404 0.00136807 0.00171528 0.00173564 0.00177601 0.00179684 0.000978763 0.000505874 0.00200176 0.00112389 0.00148368 0.00209758 0.00158302 0.00159092 0.00175537 0.00167239 0.00179853 0.00177675 0.00126787 0.00172542 0.00195578
internal_weight=0 597 382 215 1806 1737 1497 1415 233 149 238 157 240 186 143 158 1177 403 774 703 105 312 109
internal_count=2403 597 382 215 1806 1737 1497 1415 233 149 238 157 240 186 143 158 1177 403 774 703 105 312 109
is_linear=0
shrinkage=0.0032998


Tree=5533
num_leaves=19
num_cat=0
split_feature=3 3 123 0 16 52 0 0 16 0 3 51 3 16 0 457 15 15
split_gain=6.79501 2.03756 1.37741 0.731835 1.2496 0.55104 0.475812 0.471711 0.373333 0.308751 0.810909 0.268156 0.26474 0.209433 0.205991 0.137794 0.163496 0.132309
threshold=-0.058704999999999993 0.30112000000000005 0.080635000000000012 -0.062694999999999987 0.066275000000000014 -0.091784999999999992 0.033830000000000006 -0.095419999999999991 -0.50790499999999994 -0.057864999999999993 0.084735000000000019 -0.24953999999999996 -0.12595999999999999 -0.056919999999999991 -0.10490499999999998 0.048870000000000004 -0.092059999999999989 -0.095804999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 8 -5 -2 -6 -4 -1 10 13 -10 -13 -7 -14 16 -16 -12
right_child=1 -3 7 4 6 9 -8 -9 11 -11 17 12 14 -15 15 -17 -18 -19
leaf_value=0.00084461440721386055 0.0011056438617273476 0.00027768198296319359 0.00074144895648878219 0.00064607964541541364 0.00092142166239122278 0.00093838952700041204 0.0012978840459999317 0.00038162611084787578 0.00089623041738252712 0.00062228284393687106 0.00080311864442774708 0.0013264239011149649 0.00092622448614784942 0.0012274791747669061 0.0010265355853478447 0.0012923699838253136 0.0011450701794373109 0.00058464063220013381
leaf_weight=52 95 104 67 102 70 59 79 99 52 70 60 81 54 54 152 63 1025 65
leaf_count=52 95 104 67 102 70 59 79 99 52 70 60 81 54 54 152 63 1025 65
internal_value=0 0.000702901 0.000780559 0.00109386 0.000928299 0.000884888 0.00112126 0.000527068 0.00112193 0.000816683 0.000873711 0.00113202 0.00114091 0.00107685 0.00112927 0.00113808 0.00112979 0.000689792
internal_weight=0 673 569 1730 251 403 149 166 1479 308 238 1427 1375 113 1294 1240 1177 125
internal_count=2403 673 569 1730 251 403 149 166 1479 308 238 1427 1375 113 1294 1240 1177 125
is_linear=0
shrinkage=0.0032998


Tree=5534
num_leaves=21
num_cat=0
split_feature=1 3 3 3 4 2 3 124 3 12 4 4 1 4 1 15 52 12 159 4
split_gain=14.1765 3.85651 1.74954 1.58247 1.15836 1.11011 0.791022 0.526504 0.698168 0.540137 0.632002 0.470758 0.429186 0.426895 0.373922 0.337407 0.262787 0.193522 0.18825 0.160694
threshold=0.10141500000000002 -0.050489999999999993 0.30835000000000007 0.077930000000000013 0.41257000000000005 0.11366500000000002 0.086245000000000016 -0.076779999999999987 -0.029309999999999996 0.090465000000000004 0.053455000000000009 -0.047309999999999998 0.08956500000000002 0.25472500000000003 0.12640500000000002 -0.032264999999999995 -0.078074999999999992 0.091865000000000016 0.082585000000000006 0.061375000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 14 11 6 7 -1 9 12 17 -2 18 -5 16 -7 -3 -11 -9 -13
right_child=1 2 -4 13 -6 15 -8 8 -10 10 -12 19 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0011096719242433093 0.0015209268314646527 0.00047588868588276892 0.00021398557011963128 0.0012600107326629334 0.00072342358550101199 0.0012530180494230356 0.0011209268686097544 0.0014763314768465375 0.001748192930382998 0.0012477286372366211 0.0010225646820735987 0.0010296621658217493 0.0011884584397265226 0.00084502811817889207 0.00031079109533029285 0.00090959352644694603 0.0007954379030974438 0.0014178296765487025 0.0016292853683037953 0.0012891530260954235
leaf_weight=54 60 55 95 52 53 69 95 751 79 95 60 57 54 58 56 59 59 385 105 52
leaf_count=54 60 55 95 52 53 69 95 751 79 95 60 57 54 58 56 59 59 385 105 52
internal_value=0 0.000805713 0.000601456 0.000732793 0.00115058 0.00139243 0.00141509 0.00143273 0.00144411 0.00142752 0.00134412 0.00128434 0.00147697 0.00104152 0.00053282 0.001095 0.000641578 0.00138424 0.00149513 0.00115378
internal_weight=0 597 375 280 222 1806 1678 1583 1529 1450 540 169 910 110 170 128 114 480 856 109
internal_count=2403 597 375 280 222 1806 1678 1583 1529 1450 540 169 910 110 170 128 114 480 856 109
is_linear=0
shrinkage=0.0032998


Tree=5535
num_leaves=30
num_cat=0
split_feature=12 2 2 2 2 12 2 16 16 11 16 49 43 0 0 52 43 43 52 12 12 48 2 2 43 0 160 2 2
split_gain=12.2509 4.2247 3.70212 4.04385 1.01947 0.849486 0.83118 0.675032 0.6339 0.584006 0.548428 0.461122 0.378956 0.298992 0.335522 0.20926 0.180484 0.331479 0.178095 0.177945 0.191131 0.176588 0.140346 0.136384 0.125533 0.1106 0.09448 0.0710969 0.0458666
threshold=0.077755000000000005 0.13538500000000001 0.11123500000000001 -0.0091949999999999983 0.14721500000000001 0.093670000000000017 0.093565000000000023 -0.090789999999999996 -0.23071499999999998 1.0000000180025095e-35 -0.059624999999999991 0.059705000000000001 -0.011884999999999998 -0.073574999999999988 0.04939000000000001 -0.025904999999999994 0.0035900000000000007 0.082870000000000013 0.074235000000000009 0.090345000000000023 0.091735000000000025 0.086665000000000006 0.088005000000000014 0.12293000000000001 -0.071349999999999983 -0.089044999999999985 -0.007559999999999999 0.092495000000000008 0.10205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 10 11 9 7 -5 -7 16 -1 23 -8 18 15 -15 19 -18 24 21 -21 25 -22 -4 -10 -2 -9 -20 -17
right_child=1 -3 4 6 -6 8 12 26 13 -11 -12 -13 -14 14 -16 28 17 -19 27 20 22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=9.2996090092325488e-05 0.0012412448862764742 0.00032693606105738728 0.00028112454475619941 0.00092952677016142104 9.0232261201825739e-06 0.0007865168649725245 0.00066284044818031192 0.0012878228447236681 0.0013000175951669798 0.0015627188427549067 0.00055827871054142306 0.0007516887696983538 0.0010239766473725911 0.00089101228283395304 0.0013163659084665168 0.0010506099362071275 0.001015426304966126 0.0013438025384839491 0.0014521519278394798 0.0010751477883585107 0.001418422255942565 0.0011482892788388023 0.0011754149203039477 0.00049817759622373915 0.0010891168599665442 0.0013559238036602839 0.0014940268447452435 0.0012700908236830022 0.0011871218837362619
leaf_weight=53 123 57 69 52 66 52 52 53 55 83 58 52 84 77 58 68 78 61 52 81 52 65 58 60 80 500 53 53 57
leaf_count=53 123 57 69 52 66 52 52 53 55 83 58 52 84 77 58 68 78 61 52 81 52 65 58 60 80 500 53 53 57
internal_value=0 0.00121103 0.000679276 0.00087352 0.000360637 0.0012415 0.00107618 0.00123952 0.00113533 0.00129469 0.000336434 0.000488655 0.000886154 0.00117154 0.00109296 0.00102864 0.0012728 0.00115979 0.00125651 0.00129064 0.00119942 0.00131591 0.00129061 0.000382353 0.0011753 0.00133334 0.00139126 0.00136059 0.00111314
internal_weight=0 1710 652 405 247 1653 294 158 552 1101 111 181 136 500 260 202 1018 139 240 879 191 688 110 129 135 623 106 105 125
internal_count=2362 1710 652 405 247 1653 294 158 552 1101 111 181 136 500 260 202 1018 139 240 879 191 688 110 129 135 623 106 105 125
is_linear=0
shrinkage=0.0032998


Tree=5536
num_leaves=18
num_cat=0
split_feature=4 3 3 10 11 11 4 0 4 0 0 160 4 51 42 15 47
split_gain=16.5428 6.4999 2.70776 1.99591 1.14557 1.00781 0.760268 0.582998 1.05537 1.38167 0.530081 0.490601 0.330816 0.240106 0.239016 0.152247 0.0693024
threshold=0.27161500000000005 0.25468500000000005 0.31400500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.085155000000000022 0.0063250000000000008 -0.073399999999999979 -0.47860499999999995 -0.023359999999999995 -0.11471499999999998 -1.0000000180025095e-35 0.41488500000000006 1.0000000180025095e-35 0.086825000000000013 -0.035449999999999988 0.078875000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 6 -6 7 10 -9 -10 -5 -2 -13 15 -12 16 -8
right_child=2 -3 -4 4 5 -7 13 8 9 -11 14 12 -14 -15 -16 -17 -18
leaf_value=0.00099152603119271048 0.0010699515312839565 0.0004964211184475515 -1.3269297855488556e-05 0.0013765335760105727 0.0022037855978351275 0.0016359280260230945 0.0014480234010867462 0.0018400275913028469 0.0014972577882180842 0.00091976207613893627 0.0016833389997191498 0.00091984090711166009 0.00060830138772419206 0.0012042067501149374 0.0015770183823685076 0.0013200633508723112 0.0015760138164765181
leaf_weight=66 63 65 52 89 57 87 140 66 209 58 658 60 101 52 379 76 84
leaf_count=66 63 65 52 89 57 87 140 66 209 58 658 60 101 52 379 76 84
internal_value=0 0.00152431 0.000664424 0.00155735 0.00157644 0.00186095 0.00155379 0.0015872 0.00146482 0.00137194 0.00162336 0.000821903 0.000724622 0.00141522 0.00164452 0.00145168 0.00149618
internal_weight=0 2086 276 2021 1955 144 1811 1459 333 267 1126 224 161 352 1037 300 224
internal_count=2362 2086 276 2021 1955 144 1811 1459 333 267 1126 224 161 352 1037 300 224
is_linear=0
shrinkage=0.0032998


Tree=5537
num_leaves=18
num_cat=0
split_feature=3 2 1447 16 30 150 2 480 159 157 3 3 43 1 1 16 43
split_gain=1.29028 0.385079 0.523291 0.348695 0.298169 0.254626 0.20914 0.18821 0.162811 0.162456 0.144789 0.258263 0.139434 0.070762 0.121054 0.0907001 0.0691746
threshold=0.30112000000000005 0.10060500000000001 -0.081699999999999981 -0.090789999999999996 0.086065000000000016 1.0000000180025095e-35 0.13538500000000001 0.086995000000000017 -0.46217999999999998 -0.082134999999999986 0.092330000000000009 -0.0047649999999999993 -0.082094999999999987 0.10808500000000001 0.096125000000000016 -0.036039999999999996 -0.077704999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 8 6 12 -1 -4 16 11 -11 -3 14 15 -14 -10
right_child=3 5 4 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.029877120998926122 -0.014657268522915315 0.0066217080792334623 0.023508214097467214 0.00405962717730731 0.0017887694097644309 0.0019168379390664435 0.0047218977657057853 0.017065737777529892 0.016753063848396629 0.013317020627899259 0.0054075660134340819 0.022914871638416923 0.017667510394925198 0.0097432317243006435 0.021457754594859806 0.0096459628457052932 0.024584630308120737
leaf_weight=85 53 72 56 60 54 94 102 54 91 1136 59 86 78 62 83 85 52
leaf_count=85 53 72 56 60 54 94 102 54 91 1136 59 86 78 62 83 85 52
internal_value=0 0.0137143 0.0150086 -0.0047032 0.0141099 0.00995209 0.0115154 0.024913 0.0145583 0.014205 0.0135999 0.013994 0.0133342 0.0148975 0.0161893 0.0134955 0.0196135
internal_weight=0 2249 1673 113 1534 576 482 139 1480 1424 1281 1222 380 308 246 163 143
internal_count=2362 2249 1673 113 1534 576 482 139 1480 1424 1281 1222 380 308 246 163 143
is_linear=0
shrinkage=0.16829


Tree=5538
num_leaves=23
num_cat=0
split_feature=4 2 12 2 2 15 13 4 12 11 0 474 43 2 13 0 4 43 12 0 4 4
split_gain=6.83164 2.78558 1.67377 1.01254 1.59941 0.691435 0.658566 0.642121 0.514027 1.18381 0.326001 0.210809 0.217293 0.189798 0.246274 0.183859 0.312459 0.232333 0.174123 0.148739 0.071135 0.0571033
threshold=0.36766000000000004 0.13673000000000005 1.0000000180025095e-35 -0.0091949999999999983 0.093255000000000018 -0.41606999999999994 -0.0074049999999999993 -0.010739999999999998 0.093670000000000017 1.0000000180025095e-35 -0.11912999999999999 0.085500000000000007 -0.083154999999999993 0.087855000000000003 -0.088589999999999988 -0.076209999999999986 -0.051459999999999992 -0.071349999999999983 0.095935000000000006 -0.091674999999999993 -0.039459999999999995 -0.071794999999999984
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 2 3 -1 10 6 -2 -6 9 11 -5 13 -13 19 -15 16 -10 -18 -17 -4 21 -20
right_child=5 -3 8 4 7 -7 -8 -9 15 -11 -12 12 -14 14 -16 18 17 -19 20 -21 -22 -23
leaf_value=0.00052674873988020046 0.00047669823561581029 0.00052306157255756322 0.001299369121579525 0.0011001586735757212 0.00099627158216145941 0.00029263434978963937 0.0009267712332264263 0.00060971810928285618 0.0012967582565817919 0.0015969665299418539 0.001423086968396289 0.0014432787267452665 0.0011569191759230851 0.00087097974628641312 0.0011213720607996724 0.00083897780490565285 0.0012064950026383203 0.00092389020300175681 0.0010395955687888269 0.0011561743024664369 0.00096699030769312839 0.0011735320284443095
leaf_weight=63 95 94 99 74 87 101 57 103 86 74 66 58 62 54 237 54 55 80 102 515 83 63
leaf_count=63 95 94 99 74 87 101 57 103 86 74 66 58 62 54 237 54 55 80 102 515 83 63
internal_value=0 0.00107901 0.00110493 0.000911293 0.000984599 0.000504897 0.000645707 0.000786904 0.00115183 0.00119262 0.00125265 0.0011634 0.00129562 0.00114582 0.00107503 0.00106604 0.00113964 0.00103929 0.00101206 0.00117932 0.0010496 0.00109095
internal_weight=0 2109 2015 393 330 253 152 190 1622 1099 140 1025 120 905 291 523 221 135 302 614 248 165
internal_count=2362 2109 2015 393 330 253 152 190 1622 1099 140 1025 120 905 291 523 221 135 302 614 248 165
is_linear=0
shrinkage=0.0032998


Tree=5539
num_leaves=24
num_cat=0
split_feature=4 3 150 3 2 2 2 2 11 4 2 11 3 3 2 481 4 3 2 3 403 131 4
split_gain=27.3505 9.10535 3.95168 2.19108 2.17928 1.21249 1.13668 0.965255 1.12174 0.816748 0.755289 0.634818 1.22095 0.430033 0.35086 0.325062 0.234106 0.314553 0.182221 0.164475 0.129523 0.116173 0.080186
threshold=0.30163500000000004 -0.059629999999999996 0.079825000000000021 0.13772500000000001 0.11005500000000001 0.064660000000000009 0.10161500000000002 0.10083000000000002 1.0000000180025095e-35 -0.057539999999999994 0.13106000000000004 0.082245000000000013 -0.083654999999999993 -0.081184999999999993 0.10045500000000002 -0.022094999999999997 0.0047850000000000011 -0.097224999999999992 0.13733000000000004 -0.076254999999999989 -0.082179999999999989 0.089005000000000015 0.0063250000000000008
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=1 7 4 10 5 -3 -4 8 13 -7 14 12 -9 15 -2 -1 17 -17 -6 -14 -15 22 -22
right_child=3 2 6 -5 18 9 -8 11 -10 -11 -12 -13 19 20 -16 16 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0018450472906506674 0.00044695714443653169 0.0010813023589875089 0.00089573051919782966 -0.00019084189389812186 0.0010419384177579648 0.001841876213988977 0.0003153033651002234 0.00092181280661265985 0.0020378230829150518 0.0013903710401681688 0.00017515226385958599 0.0017016086716482473 0.0016302656385293413 0.0013771656734101005 0.00078012087759260788 0.0014915621856253453 0.0014237072920276182 0.0016858535598394933 0.00077600051330844273 0.0013920060427997049 0.0016176287030952867 0.0014451081666778175 0.0014659604726038396
leaf_weight=96 60 66 87 63 60 85 64 58 74 92 52 66 59 56 83 112 54 578 56 77 223 88 53
leaf_count=96 60 66 87 63 60 85 64 58 74 92 52 66 59 56 83 112 54 578 56 77 223 88 53
internal_value=0 0.00148229 0.0010983 0.00034375 0.00128678 0.00146465 0.000649955 0.00160512 0.00164114 0.00160739 0.000516645 0.00142018 0.00132426 0.00161782 0.000640578 0.00166142 0.00163767 0.00165437 0.000913858 0.00149563 0.00153053 0.00155403 0.00158863
internal_weight=0 2104 510 258 359 243 151 1594 1334 177 195 260 194 1260 143 840 744 690 116 136 420 364 276
internal_count=2362 2104 510 258 359 243 151 1594 1334 177 195 260 194 1260 143 840 744 690 116 136 420 364 276
is_linear=0
shrinkage=0.0032998


Tree=5540
num_leaves=25
num_cat=0
split_feature=1 2 2 4 3 12 47 12 3 4 3 3 3 3 49 43 12 150 12 49 12 43 15 43
split_gain=0.914733 0.40571 0.541605 0.378469 0.309174 0.353351 0.238639 0.230392 0.230158 0.211766 0.209185 0.19662 0.165713 0.347247 0.146791 0.171598 0.137275 0.136189 0.130548 0.125808 0.112001 0.100219 0.0889324 0.0530639
threshold=0.088785000000000017 -0.0091949999999999983 0.085730000000000015 -0.16772499999999999 -0.020854999999999995 0.089475000000000013 0.078875000000000015 0.085845000000000019 -0.14265999999999998 0.39574000000000004 -0.078584999999999988 -0.090854999999999977 0.13772500000000001 0.102425 0.12001000000000002 -0.091869999999999993 0.092495000000000008 0.077585000000000001 0.09697500000000002 -0.0073549999999999996 0.086885000000000004 -0.068859999999999991 -0.10981499999999998 -0.10761
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=6 9 10 -4 5 -5 8 -8 -1 -2 16 20 13 22 15 -13 -3 19 21 -17 -10 -12 -6 -22
right_child=1 2 3 4 12 -7 7 -9 11 -11 18 14 -14 -15 -16 17 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0056608651305809898 -0.00846798202570446 0.01525223662395114 0.016024912955423038 -0.012106359297536826 -3.8619553464934484e-05 0.00622982467957762 0.0312457275483073 0.015656981069358856 0.025501678604065131 0.0060169613565192025 0.017432671753562685 0.006995953410902373 0.0014718407798675007 0.021510239176986919 0.0057391080835545293 0.0075653349622294055 0.0052164742509468306 0.022036749596826975 0.012239681517768598 0.015492373264655294 0.020236452388539501 0.027338408680050438 0.0097230883165155182 0.012973113197842731
leaf_weight=73 53 88 91 61 52 58 52 57 75 62 59 72 90 54 52 62 70 85 52 803 69 60 53 52
leaf_count=73 53 88 91 61 52 58 52 57 75 62 59 72 90 54 52 62 70 85 52 803 69 60 53 52
internal_value=0 0.00867986 0.0100427 0.00630073 0.00389123 -0.0031543 0.0155073 0.0231103 0.0148889 -0.000643086 0.0152578 0.015418 0.00726559 0.0105338 0.0145176 0.0149625 0.0108174 0.0155644 0.0193502 0.0149263 0.0203425 0.0224423 0.00487161 0.0171299
internal_weight=0 903 788 459 368 119 1452 109 1343 115 329 1270 249 159 1074 1022 158 950 171 865 196 119 105 121
internal_count=2355 903 788 459 368 119 1452 109 1343 115 329 1270 249 159 1074 1022 158 950 171 865 196 119 105 121
is_linear=0
shrinkage=0.16829


Tree=5541
num_leaves=24
num_cat=0
split_feature=1 1 447 151 39 12 51 4 12 47 474 12 51 3 16 3 16 12 4 12 15 42 16
split_gain=0.632471 0.309326 0.302315 0.424277 0.268165 0.22672 0.220727 0.295721 0.182703 0.150884 0.134064 0.228887 0.195127 0.108682 0.118672 0.157553 0.127327 0.0827186 0.114554 0.170848 0.161991 0.127846 0.0291566
threshold=0.088785000000000017 0.15022500000000003 0.088125000000000023 -0.083919999999999981 0.088895000000000016 0.1072 0.10446500000000002 -0.079554999999999987 0.09202500000000001 0.078875000000000015 0.085165000000000018 0.085905000000000023 -0.085574999999999984 -0.13795999999999997 -0.0090499999999999973 -0.090624999999999997 0.0014300000000000001 0.093595000000000025 -0.060264999999999992 0.10388500000000002 -0.074054999999999996 0.097020000000000009 -0.027864999999999997
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=8 2 3 -2 5 6 7 -5 9 10 12 -12 -1 -14 15 -15 -16 -10 21 20 -20 -19 -21
right_child=1 -3 -4 4 -6 -7 -8 -9 17 -11 11 -13 13 14 16 -17 -18 18 19 22 -22 -23 -24
leaf_value=0.022358671425882316 -0.0029941663080070534 -0.005231697108596796 0.020451867883260325 0.0025207261404538925 0.000672739166141727 0.00019122323020271675 0.020962221328725474 0.012308829287929885 0.0043993902128347615 0.020764093375487108 -0.00014479242338594569 0.015394548244681127 0.0059647804847263704 0.018882647638894832 0.023525228995065903 0.011514508030246921 0.013351017360971797 0.018737475399569166 0.010446017806100851 0.010415970097521658 -0.0026361572480809161 0.0081530441583361011 0.016184719298193352
leaf_weight=76 101 53 52 116 102 60 58 361 66 89 52 55 53 101 69 467 73 86 52 53 55 53 52
leaf_count=76 101 53 52 116 102 60 58 361 66 89 52 55 53 101 69 467 73 86 52 53 55 53 52
internal_value=0 0.00722147 0.00800008 0.00718643 0.00866425 0.0100312 0.0111314 0.00993226 0.0128997 0.0141021 0.0134734 0.00782593 0.0141915 0.0133756 0.0139263 0.0128279 0.0183075 0.00991112 0.0109424 0.00846063 0.00370475 0.0147146 0.01329
internal_weight=0 903 850 798 697 595 535 477 1452 1035 946 107 839 763 710 568 142 417 351 212 107 139 105
internal_count=2355 903 850 798 697 595 535 477 1452 1035 946 107 839 763 710 568 142 417 351 212 107 139 105
is_linear=0
shrinkage=0.16829


Tree=5542
num_leaves=20
num_cat=0
split_feature=4 2 2 2 0 11 4 2 2 2 16 0 2 4 2 457 52 16 16
split_gain=31.17 9.34632 4.17867 2.98767 2.02607 1.19079 1.10777 0.971498 0.875689 0.567554 0.504019 0.388323 0.284261 0.385931 0.274723 0.271816 0.20711 0.166742 0.13766
threshold=0.30163500000000004 0.14234000000000005 -0.007134999999999999 0.10161500000000002 -0.10023499999999998 1.0000000180025095e-35 0.020345000000000005 0.13775000000000001 0.09036000000000001 1.0000000180025095e-35 0.52822500000000006 -0.11242999999999999 0.078405000000000016 0.0049200000000000008 0.12190500000000001 -0.0056599999999999992 -0.032354999999999988 -0.065564999999999984 0.18612500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 8 -5 9 12 -2 16 -10 13 -4 -11 -14 -6 -18 -13
right_child=7 -3 3 4 10 -7 -8 -9 11 14 -12 18 15 -15 -16 -17 17 -19 -20
leaf_value=0.00099424225626575254 0.00041607944337124415 0.00060051119736784621 0.0018936940094723795 0.00090970716542266726 0.0015161674718631685 0.0023196031733801895 0.0015525239611925952 0.00019019709197817876 0.0014575655526454837 0.00093580420180881005 0.0019902879450725635 0.0017974496576759818 0.0017557539248996903 0.0016494394762397553 0.00061439430496025994 0.0019705028549480905 0.0018709521799810827 0.0016146515272582049 0.0016077454608299513
leaf_weight=70 71 75 308 66 90 65 53 68 53 65 58 274 75 95 54 642 54 65 54
leaf_count=70 71 75 308 66 90 65 53 68 53 65 58 274 75 95 54 642 54 65 54
internal_value=0 0.00174507 0.0017875 0.00181593 0.00155538 0.00188013 0.0011963 0.0005294 0.00186108 0.000650614 0.00171529 0.00172347 0.00190786 0.0018362 0.00079025 0.00194809 0.0016388 0.00173125 0.00176633
internal_weight=0 2097 2022 1952 386 1566 119 258 1501 190 267 381 1120 403 119 717 209 119 328
internal_count=2355 2097 2022 1952 386 1566 119 258 1501 190 267 381 1120 403 119 717 209 119 328
is_linear=0
shrinkage=0.0032998


Tree=5543
num_leaves=13
num_cat=0
split_feature=15 16 15 50 157 16 47 47 484 51 11 47
split_gain=0.45061 0.385325 0.34447 0.159627 0.213702 0.150824 0.142173 0.192829 0.190445 0.150915 0.167375 0.103263
threshold=-0.2987999999999999 -0.4714549999999999 0.14854500000000001 -0.23452499999999996 0.12040000000000002 -0.085314999999999988 0.094825000000000007 0.081320000000000017 -0.0068949999999999992 -0.10250499999999999 0.076560000000000003 0.12282000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -3 7 9 -8 -5 -11 -10
right_child=2 5 -4 4 -6 -7 8 -9 11 10 -12 -13
leaf_value=0.01403280517425576 0.019723569913127053 -0.0089769598508039165 -0.0014728461653037081 0.017739035042756784 0.00077527850726161987 0.0024952640428014135 0.015376093591380745 0.01960164438915217 0.00017079669502460311 0.011292588280958336 0.0038312968783418304 0.0093461973294189076
leaf_weight=54 60 61 63 97 58 69 55 83 90 1517 91 57
leaf_count=54 60 61 63 97 58 69 55 83 90 1517 91 57
internal_value=0 0.00207799 0.0107642 0.0111308 0.0108782 -0.00287404 0.0111717 0.0116513 0.00691774 0.0112632 0.0108715 0.00374083
internal_weight=0 184 2171 2108 2048 130 1990 1788 202 1705 1608 147
internal_count=2355 184 2171 2108 2048 130 1990 1788 202 1705 1608 147
is_linear=0
shrinkage=0.16829


Tree=5544
num_leaves=22
num_cat=0
split_feature=1 1 39 16 4 4 1 2 2 2 1 16 16 1 16 48 16 4 4 4 1
split_gain=31.9779 4.58458 2.6288 1.65632 1.64996 1.45566 1.13297 1.0253 0.58512 0.535203 0.440592 0.340736 0.310072 0.506925 0.347732 0.293092 0.214343 0.153989 0.14869 0.119048 0.0396584
threshold=0.10752500000000002 0.12450500000000002 0.082470000000000016 0.11021500000000002 0.30163500000000004 0.26790000000000008 0.094165000000000013 0.090425000000000019 0.09036000000000001 0.12293000000000001 0.091785000000000019 0.0014300000000000001 0.51148500000000008 0.089710000000000026 0.27020000000000005 0.086260000000000017 -0.41574999999999995 -0.0018299999999999998 -0.037969999999999997 -0.070064999999999975 0.11530500000000002
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=2 3 5 8 -3 7 -4 10 -2 12 11 15 13 14 -9 17 -6 -1 -13 -12 -10
right_child=1 4 6 -5 16 -7 -8 9 20 -11 19 18 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0015727007434908893 0.0008913865104471909 0.00044672142101460856 0.0012661494199909256 0.0012691181602282752 -3.9238760215138764e-05 0.00089620159162589412 0.00059084390873405629 0.0014254001176548388 0.00052994822741641743 0.0010329786328604367 0.0012192338562413158 0.0014869595435249136 0.0015981086521252691 0.0010667159740634549 0.0011446181309543225 0.0013806913890022953 -0.00031252453790032162 0.0017222734454340435 0.001243666008079098 0.0014216168797828652 0.00040807598230355538
leaf_weight=659 54 82 52 52 77 52 57 410 79 53 52 64 66 60 56 83 53 91 53 98 52
leaf_count=659 54 82 52 52 77 52 57 410 79 53 52 64 66 60 56 83 53 91 53 98 52
internal_value=0 0.000432809 0.0014118 0.000748188 8.00732e-05 0.00144201 0.000913331 0.00145826 0.000601574 0.0013533 0.00151977 0.00154627 0.00138192 0.00135473 0.00139173 0.00156999 -0.000150926 0.0015909 0.00137705 0.00135169 0.00048184
internal_weight=0 449 1906 237 212 1797 109 1745 185 645 1100 950 592 526 466 833 130 750 117 150 131
internal_count=2355 449 1906 237 212 1797 109 1745 185 645 1100 950 592 526 466 833 130 750 117 150 131
is_linear=0
shrinkage=0.0032998


Tree=5545
num_leaves=23
num_cat=0
split_feature=10 16 41 158 4 16 4 16 160 0 0 0 4 4 4 151 52 4 15 15 15 133
split_gain=0.920321 0.599195 0.335892 0.332711 0.413013 0.434354 0.36593 0.301476 0.201399 0.171532 0.654446 0.196847 0.360427 0.154402 0.335821 0.153469 0.149783 0.14153 0.114052 0.099789 0.118391 0.091414
threshold=-1.0000000180025095e-35 -0.088144999999999987 0.07831500000000001 1.0000000180025095e-35 0.024315000000000003 -0.050529999999999999 0.080165000000000014 -0.10803999999999998 -0.24155499999999996 -0.11208499999999998 -0.14822499999999997 -0.029554999999999994 -0.46376499999999993 0.27044500000000005 0.42953500000000006 -0.075199999999999989 -0.0093349999999999978 -0.50547999999999982 -0.10065999999999999 -0.091934999999999989 -0.0096849999999999974 0.087645000000000015
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 -1 3 4 9 13 -7 -4 -5 10 -2 15 17 18 -15 21 -17 -13 -6 -10 -21 -11
right_child=2 -3 7 8 5 6 -8 -9 19 11 -12 12 -14 14 -16 16 -18 -19 -20 20 -22 -23
leaf_value=-0.019693952394972097 0.013187103966552715 0.0044834378418177724 0.0090744975899455342 0.0050231405346297751 0.0049086964857195841 -0.014961903898107188 0.003314289598575789 0.026924651486384059 0.022535811837709453 0.017856436652330523 -0.010056449913008771 0.0035188351507681286 -0.0071837950204726823 -0.007081525561302337 0.010607579966761572 0.0056240357720370518 0.010427327205061442 0.015757180833915908 0.015034632093264723 0.0090104474674190718 0.019205605002735986 0.0096933873959807182
leaf_weight=53 80 64 54 53 56 60 64 54 60 107 60 55 55 57 65 237 850 53 74 65 66 63
leaf_count=53 80 64 54 53 56 60 64 54 60 107 60 55 55 57 65 237 850 53 74 65 66 63
internal_value=0 -0.00645336 0.00884066 0.00838526 0.00764518 0.00263163 -0.00551454 0.0180162 0.0142501 0.00885242 0.00321275 0.00940718 0.00388686 0.00664719 0.00232827 0.0101216 0.00938171 0.00954133 0.0106865 0.016801 0.0141607 0.0148419
internal_weight=0 117 2288 2180 1936 376 124 108 244 1560 140 1420 163 252 122 1257 1087 108 130 191 131 170
internal_count=2405 117 2288 2180 1936 376 124 108 244 1560 140 1420 163 252 122 1257 1087 108 130 191 131 170
is_linear=0
shrinkage=0.16829


Tree=5546
num_leaves=26
num_cat=0
split_feature=1 3 2 4 3 3 2 1 52 52 41 1 49 3 475 3 2 159 3 4 42 2 133 1 401
split_gain=13.4218 2.37462 1.62734 1.60821 1.17519 1.0389 0.775769 0.587431 0.492621 0.715146 0.484425 0.348907 0.249629 0.225003 0.289064 0.239295 0.245994 0.216765 0.215203 0.19679 0.18791 0.281648 0.157568 0.0936983 0.0509027
threshold=0.109225 0.31534000000000006 0.097145000000000023 0.27044500000000005 -0.053499999999999992 0.12031000000000001 -0.0091949999999999983 0.13130500000000003 0.024560000000000002 -0.42890999999999996 0.078065000000000009 0.10141500000000002 0.083250000000000005 -0.081084999999999977 -0.085774999999999976 -0.08397499999999998 0.088850000000000012 0.081925000000000012 -0.068254999999999982 0.049545000000000006 0.082410000000000025 0.090485000000000024 0.26430000000000003 0.084330000000000016 0.094540000000000013
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=2 3 6 4 -2 -6 -1 -5 9 23 13 19 18 14 -8 22 -17 20 -10 -11 21 -15 -16 -4 -22
right_child=1 -3 8 7 5 -7 10 -9 12 11 -12 -13 -14 17 15 16 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.00094684609626867759 0.0012392685803424956 4.7219501050683179e-05 0.0011425497477584605 0.00068101738029798279 0.00041967584896843087 0.001052653521204056 0.0011195886592108204 0.00028617952060322677 0.0012771632505991827 0.0008884041730962541 0.0016504845643940376 0.00071880933813339807 0.0014220726153502739 0.0012473943730862279 0.0013530944839271739 0.0015119672182849547 0.0012543170493731484 0.0014417662876434446 0.00099121423177855189 0.0011341109472234648 0.0012682282068554119 0.00094459075176059326 0.0011675726445744639 0.0013460796049789656 0.0013900437913400361
leaf_weight=59 79 67 53 83 61 53 54 82 69 77 52 69 58 101 483 200 53 70 52 70 242 52 59 54 53
leaf_count=59 79 67 53 83 61 53 54 82 69 77 52 69 58 101 483 200 53 70 52 70 242 52 59 54 53
internal_value=0 0.000617939 0.0012644 0.000724651 0.000929345 0.000714264 0.00131966 0.000485008 0.00110165 0.00102408 0.00133513 0.000914181 0.00124144 0.00132311 0.00135678 0.00137284 0.00145813 0.00126786 0.00115457 0.00100565 0.00124061 0.00114471 0.00133296 0.0012456 0.00129023
internal_weight=0 425 1980 358 193 114 1478 165 502 323 1419 216 179 1367 849 795 253 518 121 147 448 153 542 107 295
internal_count=2405 425 1980 358 193 114 1478 165 502 323 1419 216 179 1367 849 795 253 518 121 147 448 153 542 107 295
is_linear=0
shrinkage=0.0032998


Tree=5547
num_leaves=25
num_cat=0
split_feature=1 12 1 16 1 457 4 12 4 16 159 0 4 12 1 0 401 1447 403 4 50 12 403 49
split_gain=15.0883 2.10173 2.06974 1.52468 0.818075 0.651837 0.536699 0.450979 0.396199 0.364935 0.359556 0.349766 0.327055 0.304395 0.30064 0.213535 0.258823 0.270021 0.251281 0.201993 0.209315 0.268638 0.131094 0.0248441
threshold=0.109225 0.077755000000000005 0.13630500000000004 0.12292000000000002 0.088595000000000021 0.048350000000000011 -0.00027999999999999998 0.092495000000000008 0.50113000000000019 -0.41163499999999992 0.012830000000000003 -0.11471499999999998 -0.0057949999999999989 0.11769500000000001 0.079865000000000019 -0.095869999999999983 0.078085000000000016 -0.086059999999999984 -0.085254999999999984 -0.0097949999999999982 0.089995000000000019 0.096510000000000012 0.03138500000000001 0.096010000000000012
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 4 3 6 14 12 -2 11 -8 -4 13 -3 -6 19 -1 -13 17 -17 -19 20 21 -9 -18 -21
right_child=2 7 9 -5 5 -7 8 10 -10 -11 -12 15 -14 -15 -16 16 22 18 -20 23 -22 -23 -24 -25
leaf_value=0.0011274626744992885 0.0009317215626596084 0.0011774856039594422 7.8581512303528401e-05 0.0012573761127948552 0.00091779143132017776 0.00067849014470988016 0.00042885264067343197 0.0011513613658449848 0.00075540137254729016 0.0004244228395452271 0.0015069644002269223 0.0015852971185826999 0.001264789181553291 0.0010119113661896677 0.0014358861543940355 0.0015816112046090772 0.001657259570405203 0.0012420440951334865 0.0013899190587087313 0.0012043508096761313 0.0014736030308512631 0.001370402694408863 0.0014249390094633009 0.0010963476275661138
leaf_weight=86 58 78 55 58 67 73 100 114 69 85 67 73 55 55 60 65 59 168 565 72 76 140 55 52
leaf_count=86 58 78 55 58 67 73 100 114 69 85 67 73 55 55 60 65 59 168 565 72 76 140 55 52
internal_value=0 0.00130317 0.000617764 0.000779233 0.00106698 0.000926439 0.000656909 0.00135229 0.000562386 0.000288808 0.00127719 0.00139295 0.00107451 0.00124688 0.00125445 0.00140997 0.0013959 0.00137449 0.00135607 0.00127526 0.00131871 0.00127223 0.00154548 0.00115934
internal_weight=0 1980 425 285 341 195 227 1639 169 140 576 1063 122 509 146 985 912 798 733 454 330 254 114 124
internal_count=2405 1980 425 285 341 195 227 1639 169 140 576 1063 122 509 146 985 912 798 733 454 330 254 114 124
is_linear=0
shrinkage=0.0032998


Tree=5548
num_leaves=24
num_cat=0
split_feature=1 10 1 52 14 123 13 2 0 52 16 0 157 48 2 159 52 43 0 2 2 16 2
split_gain=30.9877 4.70427 2.6566 2.52294 2.18139 2.01606 1.39013 1.26637 1.13249 0.998991 0.908319 0.791171 0.787508 0.567932 0.523992 0.429762 0.501232 0.526494 0.412953 0.358247 0.301757 0.281884 0.233908
threshold=0.10752500000000002 -1.0000000180025095e-35 0.092810000000000017 -0.25180499999999995 0.062655000000000016 0.081990000000000021 -0.33260499999999998 0.092235000000000025 -0.074544999999999986 0.024560000000000002 -0.019749999999999993 -0.10147999999999999 -0.054224999999999995 -0.015314999999999997 0.12358500000000001 0.082585000000000006 -0.0093349999999999978 -0.026594999999999997 -0.026509999999999995 0.088665000000000008 0.089350000000000013 0.16141000000000003 0.10731
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 -2 4 -3 8 9 -5 -8 13 11 -9 -4 -10 -1 18 16 17 -15 22 -17 -18 -13 -14
right_child=1 3 5 6 -6 -7 7 10 12 -11 -12 21 14 15 -16 19 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0016186243888704859 0.00021690058997971592 0.0017610494683376714 0.0012748274691214282 0.00056792410072405088 0.0025356349057340864 0.0010249735762949195 0.0014205076903843856 0.0011215228440154506 0.0013672758370467432 0.0021027071668764329 0.00062211257772709508 0.0016220973080716427 0.0016700047345506548 0.001913036713213787 0.0015143367560977322 0.0019486293359609588 0.0020350110639184688 0.0015621854823118552 0.0020858505893982275 0.0023050160591356035 0.0018900473372133191 0.0019164559435769521 0.0019268751159912624
leaf_weight=52 83 52 55 71 64 54 85 101 52 60 66 93 91 178 54 55 560 65 74 76 230 61 73
leaf_count=52 83 52 55 71 64 54 85 101 52 60 66 93 91 178 54 55 560 65 74 76 230 61 73
internal_value=0 0.000928281 0.0018824 0.00108564 0.00193686 0.00160844 0.000976795 0.00109185 0.00191228 0.00172544 0.000924362 0.00161696 0.00174418 0.0019598 0.00181118 0.00197501 0.00195207 0.00181933 0.00187839 0.00215566 0.00199285 0.00173892 0.00178456
internal_weight=0 458 1947 375 1624 323 323 252 1560 269 167 209 344 1216 292 1164 1033 243 238 131 790 154 164
internal_count=2405 458 1947 375 1624 323 323 252 1560 269 167 209 344 1216 292 1164 1033 243 238 131 790 154 164
is_linear=0
shrinkage=0.0032998


Tree=5549
num_leaves=20
num_cat=0
split_feature=1 4 49 49 1 158 2 41 1429 42 4 3 2 4 158 2 2 158 4
split_gain=0.888755 0.387044 0.194899 0.371563 0.422232 0.197369 0.254477 0.196663 0.225618 0.184783 0.184667 0.163721 0.160416 0.154084 0.120048 0.109003 0.0961704 0.0812224 0.0492404
threshold=0.11130500000000002 -0.0087849999999999977 -0.082344999999999988 -0.014169999999999999 0.085425000000000015 1.0000000180025095e-35 0.106285 0.07831500000000001 0.084770000000000012 0.093985000000000013 -0.068484999999999976 -0.081024999999999986 0.093890000000000015 0.13072500000000004 0.091505000000000017 0.13733000000000004 0.113945 0.112085 0.5105900000000001
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 12 4 -4 6 7 8 11 13 -8 -5 -1 -3 -7 18 -12 -16 -15
right_child=1 9 3 5 -6 14 10 -9 -10 -11 16 -13 -14 15 17 -17 -18 -19 -20
leaf_value=0.012641816835404173 0.012124312322905784 -0.01099216255891158 0.014515001317529731 0.013439405202159598 -0.0042620326145845749 0.022781530889455406 -0.0026846410355603721 0.021440091879859915 0.0025585217628946474 0.0057329876316635836 0.0032837756256768858 0.0093889310411776027 0.024643826530349668 -0.00099646884877704813 0.0099473720969278246 -0.0069035708309140437 0.011730458229140598 0.017997482133280746 0.0062034450528988538
leaf_weight=83 89 54 53 671 94 58 59 55 82 94 65 496 52 55 79 52 95 67 52
leaf_count=83 89 54 53 671 94 58 59 55 82 94 65 496 52 55 79 52 95 67 52
internal_value=0 0.00235197 0.011081 0.0106336 0.0024957 0.0113253 0.0106634 0.0115561 0.0111194 -0.000475206 0.00533993 0.0117194 0.0172781 -0.00322341 0.0162578 -0.000573662 0.00831022 0.0136539 0.00248576
internal_weight=0 396 2009 1874 147 1727 1523 1304 1249 307 219 1167 135 213 204 159 160 146 107
internal_count=2405 396 2009 1874 147 1727 1523 1304 1249 307 219 1167 135 213 204 159 160 146 107
is_linear=0
shrinkage=0.16829


Tree=5550
num_leaves=16
num_cat=0
split_feature=39 3 1 0 14 403 1 151 1 1456 1447 0 0 12 13
split_gain=0.532046 0.33493 0.398264 0.787658 0.334139 0.230596 0.20744 0.182272 0.194093 0.163158 0.221823 0.145454 0.358024 0.211519 0.143776
threshold=0.10076500000000001 -0.23303499999999996 0.10293500000000001 -0.0042749999999999993 -0.072219999999999993 -0.53830999999999996 0.13686500000000004 -0.065174999999999983 0.11421000000000002 -0.23785999999999999 -0.085804999999999979 -0.10891999999999999 -0.14216999999999999 0.083705000000000016 -0.014825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 7 -6 -9 -7 -11 12 -12 -13 -2
right_child=14 2 3 -5 6 9 -8 8 -10 10 11 13 -14 -15 -16
leaf_value=0.019852431676389865 0.0031222310234485439 0.020365246559110341 0.017962608271674028 -0.014927877911315692 8.1989151210716044e-05 0.018951004321141347 -0.0046803363168027839 0.0039219669922394527 0.015205840124769271 -0.00034568448771020178 0.010287261258113247 0.015926260480712745 -0.0048919600320239095 0.0095706507638384786 -0.0089893693168332841
leaf_weight=82 58 59 65 53 81 52 55 84 90 64 140 170 64 1221 53
leaf_count=82 58 59 65 53 81 52 55 84 90 64 140 170 64 1221 53
internal_value=0 0.00927443 0.00887899 0.00426491 0.00698228 0.00999369 0.00467416 0.00669884 0.00976878 0.009635 0.00934191 0.00973176 0.00551635 0.0103487 -0.0026446
internal_weight=0 2280 2198 428 375 1770 310 255 174 1711 1659 1595 204 1391 111
internal_count=2391 2280 2198 428 375 1770 310 255 174 1711 1659 1595 204 1391 111
is_linear=0
shrinkage=0.16829


Tree=5551
num_leaves=29
num_cat=0
split_feature=4 3 3 2 123 14 2 12 2 4 16 15 12 2 3 403 12 51 49 49 4 16 3 400 12 403 2 13
split_gain=24.3956 11.2309 4.98045 2.13428 1.78191 1.33304 1.13002 0.762033 0.690423 0.529644 0.529346 0.741577 0.465436 0.458848 0.314173 0.358255 0.299595 0.282233 0.230543 0.220352 0.337013 0.280496 0.304051 0.214034 0.23136 0.174275 0.166271 0.133066
threshold=0.30163500000000004 -0.060614999999999995 0.25468500000000005 0.13880500000000004 1.0000000180025095e-35 -0.42214499999999994 0.12708000000000003 0.093270000000000006 0.088850000000000012 -0.42305999999999994 -0.052894999999999991 -0.032704999999999991 0.085845000000000019 0.064660000000000009 -0.13392999999999997 -0.50487999999999988 0.11461500000000001 -0.018164999999999997 -0.0055299999999999993 0.0083400000000000019 -0.097514999999999977 -0.073774999999999993 -0.078484999999999985 -0.065974999999999992 0.091255000000000017 -0.029954999999999996 0.092300000000000007 -0.078114999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 9 -2 13 8 14 -3 26 -12 -10 -7 -1 -16 19 -14 -19 20 -9 25 -23 -17 -25 -22 -11 -20
right_child=5 2 -4 -5 -6 6 -8 16 12 10 11 -13 17 -15 15 23 -18 18 27 -21 21 22 -24 24 -26 -27 -28 -29
leaf_value=0.0024368651224587028 0.0012850919800142429 0.0021505489008311531 0.00059667960187009979 0.0010124246646605797 0.0013480446532276016 0.00071679060156145573 0.00039724035044744476 0.0022933702070149367 0.0017492052676409209 0.0018173040781257481 0.0018864811703153059 0.001335673973355288 0.0022827478456684857 0.0011382711167752836 0.002432340440786768 0.0022984955101461773 0.0017451359463997135 0.0018128174537770136 0.0021706069106010198 0.0018599118147709466 0.0019926368839338323 0.0017073045826547682 0.0020065882703797608 0.0021435340004978473 0.0019162180800463241 0.0022528789555570027 0.0020745511656931215 0.0019745544137771613
leaf_weight=52 60 55 57 53 103 58 73 52 65 62 55 53 54 56 53 92 57 52 82 96 59 55 128 550 57 62 56 84
leaf_count=52 60 55 57 53 103 58 73 52 65 62 55 53 54 56 53 92 57 52 82 96 59 55 128 550 57 62 56 84
internal_value=0 0.0019518 0.00151506 0.00163477 0.00172057 0.000856384 0.000718642 0.00208253 0.00213029 0.001857 0.0017854 0.0016165 0.00200364 0.000924143 0.00218334 0.00216576 0.0019754 0.00206431 0.00201004 0.00200436 0.00204322 0.00200031 0.00191683 0.00214549 0.00212225 0.00212628 0.00193969 0.00207161
internal_weight=0 2144 494 437 384 247 187 1650 1141 281 226 108 337 114 804 752 509 272 218 452 356 304 183 699 607 121 118 166
internal_count=2391 2144 494 437 384 247 187 1650 1141 281 226 108 337 114 804 752 509 272 218 452 356 304 183 699 607 121 118 166
is_linear=0
shrinkage=0.0032998


Tree=5552
num_leaves=16
num_cat=0
split_feature=4 160 40 1 160 3 3 16 13 483 133 13 13 42 2
split_gain=0.474626 0.309304 0.273751 0.250313 0.236743 0.233769 0.216665 0.507589 0.202932 0.185307 0.212877 0.34311 0.282744 0.174143 0.0605893
threshold=0.26900000000000007 -0.013324999999999998 -0.084904999999999994 0.13686500000000004 0.11405000000000001 -0.15680499999999997 -0.10919499999999999 -0.076269999999999991 -0.010739999999999998 -0.070084999999999981 0.093615000000000018 -0.081029999999999977 -0.15078499999999997 0.086635000000000004 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 5 14 7 -7 -3 -8 12 -12 -11 -6 -4
right_child=1 3 4 -5 13 6 9 -9 -10 10 11 -13 -14 -15 -16
leaf_value=-0.002419673871420786 0.01127424670414383 0.0082549679821917327 0.021918825929919169 -0.010714532637465619 -0.0047575241395837109 0.014584372405319741 0.019139491745499403 -0.0083062894791362911 -0.0045049547481226223 -0.002423859473168196 0.026316906010437513 0.011354834932052643 0.0094667352929502947 0.0088111920459254135 0.014015856377879228
leaf_weight=53 75 77 52 58 53 52 64 58 65 59 52 271 1285 54 63
leaf_count=53 75 77 52 58 53 52 64 58 65 59 52 271 1285 54 63
internal_value=0 0.00205505 0.00949552 -0.00139316 0.0098025 0.0102244 0.00976237 0.00249842 0.00240151 0.0102229 0.00987953 0.0137692 0.00894342 0.00207345 0.017605
internal_weight=0 275 2116 200 2063 1956 1841 110 142 1731 1667 323 1344 107 115
internal_count=2391 275 2116 200 2063 1956 1841 110 142 1731 1667 323 1344 107 115
is_linear=0
shrinkage=0.16829


Tree=5553
num_leaves=14
num_cat=0
split_feature=9 51 0 1456 1447 0 3 151 1419 16 48 16 16
split_gain=0.258574 0.20642 0.196333 0.224313 0.231626 0.21509 0.252832 0.214083 0.177668 0.238138 0.157806 0.0817349 0.067152
threshold=-1.0000000180025095e-35 -0.41904999999999998 -0.11912999999999999 0.085945000000000008 -0.085949999999999985 -0.15653499999999998 0.10323000000000002 0.084990000000000024 0.086325000000000013 0.21684500000000004 0.081735000000000016 -0.098324999999999982 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 11 8 9 -6 12 -3 -7
right_child=1 2 3 -5 7 10 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0030233545550251493 0.016190739445023621 0.0081180576822679051 -0.0032897271552395873 0.015686685861127314 0.0078974421844529592 -0.00050376906497970634 -0.00028284737097264504 0.018439067714408661 0.016972995953145269 0.0017144334872789171 0.0054299828429357159 0.017602819417110289 -0.0090540622940985388
leaf_weight=68 75 52 55 99 1436 53 67 52 54 202 73 53 52
leaf_count=68 75 52 55 99 1436 53 67 52 54 202 73 53 52
internal_value=0 0.00748643 0.00719523 0.00787137 0.00744029 0.00352348 0.00776824 0.00777971 0.00745105 0.00713604 -0.000568103 0.0129227 -0.00475531
internal_weight=0 2323 2248 1898 1799 350 172 1744 1692 1638 178 105 105
internal_count=2391 2323 2248 1898 1799 350 172 1744 1692 1638 178 105 105
is_linear=0
shrinkage=0.16829


Tree=5554
num_leaves=13
num_cat=0
split_feature=39 149 10 14 0 14 42 0 1456 1447 49 0
split_gain=0.324885 0.21649 0.262975 0.338742 0.236686 0.233206 0.257605 0.14772 0.16214 0.199916 0.139365 0.131647
threshold=0.10076500000000001 0.080895000000000009 -0.012544999999999999 -0.10708499999999999 -0.10891999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.099059999999999995 0.086175000000000015 -0.085804999999999979 -0.025549999999999996 -0.066044999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 10 -6 9 -9 -5 -2
right_child=11 -3 3 4 7 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0037019368043904053 0.0028174992940503984 -0.0041983928002428204 0.018035931269876546 0.0082323136896085593 0.015514049077516291 0.011237259039504413 -0.0097799323064588026 -0.0034738920178873939 0.014027894875079199 0.0070141837524149006 -0.00078766457048592986 -0.0087579967810104513
leaf_weight=67 56 53 76 83 61 67 58 53 90 1556 116 55
leaf_count=67 56 53 76 83 61 67 58 53 90 1556 116 55
internal_value=0 0.00641078 0.00666407 0.00698644 0.00658263 0.00239437 8.20377e-05 0.00735262 0.00705854 0.00666759 0.00296541 -0.00290192
internal_weight=0 2280 2227 2160 2084 324 257 1760 1699 1609 199 111
internal_count=2391 2280 2227 2160 2084 324 257 1760 1699 1609 199 111
is_linear=0
shrinkage=0.16829


Tree=5555
num_leaves=14
num_cat=0
split_feature=1 14 48 15 1446 15 13 14 4 0 1204 52 4
split_gain=0.308129 0.268041 0.274177 0.237523 0.31086 0.258647 0.246443 0.201897 0.196195 0.17846 0.158809 0.155609 0.112726
threshold=0.14699000000000004 1.0000000180025095e-35 -0.023659999999999997 0.03981500000000001 0.088690000000000005 0.084050000000000014 0.11251500000000002 -0.10708499999999999 -0.37983499999999992 -0.09194999999999999 -0.0030749999999999996 -0.020484999999999996 -0.087344999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 6 -5 7 -4 -9 -1 -7 -12 -13
right_child=-2 -3 3 5 -6 10 -8 8 -10 -11 11 12 -14
leaf_value=-0.010319342965625941 -0.007304342064733251 0.013923998542244586 0.013777738477724641 0.016742939292902478 -0.006588573496896513 0.013266100797015437 -0.0054895488449571428 0.010582376651888516 0.0036459239324497439 0.0028697217216042468 0.01421757820779442 -0.0023234413452596688 0.0055838272106787908
leaf_weight=53 57 96 71 78 76 88 66 132 945 64 55 56 545
leaf_count=53 57 96 71 78 76 88 66 132 945 64 55 56 545
internal_value=0 0.00520709 0.00483086 0.00527048 0.00384298 0.00750852 0.00449751 0.00507324 0.00449774 -0.00308946 0.00653798 0.00563268 0.00484405
internal_weight=0 2325 2229 2112 1290 822 1214 1148 1077 117 744 656 601
internal_count=2382 2325 2229 2112 1290 822 1214 1148 1077 117 744 656 601
is_linear=0
shrinkage=0.16829


Tree=5556
num_leaves=27
num_cat=0
split_feature=12 2 13 2 10 12 2 2 13 2 51 12 11 51 2 474 2 2 51 51 13 1456 13 12 13 43
split_gain=12.6202 4.70638 2.81844 2.5567 1.36852 1.03312 0.872911 0.824008 0.520447 0.433662 0.388733 0.365914 0.301271 0.319461 0.290048 0.277454 0.268872 0.292303 0.22983 0.19853 0.192981 0.182316 0.16543 0.321557 0.159204 0.0467477
threshold=0.077755000000000005 0.13388500000000003 -0.0044799999999999987 0.10859000000000001 -1.0000000180025095e-35 0.093270000000000006 0.11366500000000002 0.090000000000000011 -0.087634999999999977 0.088005000000000014 -0.092879999999999976 0.091735000000000025 0.081790000000000015 1.0000000180025095e-35 0.11941000000000002 0.083975000000000008 0.094720000000000013 0.08079500000000002 0.0033150000000000007 -0.083174999999999985 -0.095574999999999979 -0.0083149999999999977 -0.091769999999999977 0.090175000000000019 -0.061199999999999991 -0.081799999999999984
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 5 4 10 -1 7 9 11 -7 -6 -4 15 13 16 -5 20 17 -10 -12 -17 -2 -22 -9 25 -18 -24
right_child=1 -3 3 14 6 8 -8 22 12 -11 18 -13 -14 -15 -16 19 24 -19 -20 -21 21 -23 23 -25 -26 -27
leaf_value=0.00022633972822048802 0.0017068666965324244 0.0004221209928469809 0.0014919444384071515 0.00084014259371929215 0.0007004709368460528 0.00097131133881233028 0.00050430038885236985 0.0011315849860802419 0.0013181864647135544 0.0011118980604072673 0.0010590063221356018 0.0017446724251914091 0.0015168370044033065 0.001093465454650291 0.0005142028055926623 0.0011757084766156869 0.0013557559956176555 0.0015893078404279959 0.0013309212441696121 0.0014625073564701922 0.0013240376382486227 0.0015120765254456518 0.0015301271286480476 0.0011808932595608812 0.0011455840303323749 0.0013816303671450472
leaf_weight=83 52 56 57 53 52 54 103 59 138 62 88 65 71 82 70 52 67 66 58 58 66 567 54 85 107 57
leaf_count=83 52 56 57 53 52 54 103 59 138 62 88 65 71 82 70 52 67 66 58 58 66 567 54 85 107 57
internal_value=0 0.00136426 0.000818405 0.00103095 0.000587323 0.00139528 0.000725233 0.00145443 0.00128246 0.000924539 0.00125861 0.00150353 0.00131404 0.00128266 0.000654935 0.00148377 0.00132361 0.00140607 0.00116727 0.00132725 0.00150885 0.00149253 0.00128873 0.00133585 0.00122671 0.00145419
internal_weight=0 1756 626 326 300 1700 217 1115 585 114 203 860 531 460 123 795 378 204 146 110 685 633 255 196 174 111
internal_count=2382 1756 626 326 300 1700 217 1115 585 114 203 860 531 460 123 795 378 204 146 110 685 633 255 196 174 111
is_linear=0
shrinkage=0.0032998


Tree=5557
num_leaves=21
num_cat=0
split_feature=4 3 3 43 3 14 3 43 42 3 15 43 4 3 12 2 15 4 15 42
split_gain=21.1632 7.09998 3.01204 4.16225 1.6568 1.45133 0.880207 0.823152 1.16169 0.784872 0.776935 0.706281 1.0781 1.19172 0.701447 0.631029 0.476162 0.463519 0.439103 0.251964
threshold=0.30163500000000004 -0.065974999999999992 0.20828500000000003 -0.042649999999999993 0.149315 0.076175000000000007 0.045635000000000002 -0.116045 0.087495000000000003 0.10812000000000001 -1.0000000180025095e-35 -0.15582499999999996 -0.49269499999999994 -0.10468499999999999 0.090255000000000016 0.092300000000000007 -0.097984999999999989 -0.010189999999999999 -0.42443999999999993 0.08648500000000002
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 5 3 7 6 11 18 -3 -9 10 16 -1 -13 -14 19 -12 -5 -16 -2 -15
right_child=4 2 -4 9 -6 -7 -8 8 -10 -11 15 12 13 14 17 -17 -18 -19 -20 -21
leaf_value=0.0015332768179156973 0.00086592343636805106 0.0014288377115678121 0.00063686030166996857 0.0018640537018450483 0.00018273643686916754 0.0023562726430037106 0.0012100825163354656 0.0006773269218825459 0.0012943068110179519 0.0013666360146882164 0.0022661798499271674 0.0022823208310413169 0.0014167396114703808 0.0019386947654232479 0.0018075406067322743 0.0017516806033136794 0.0014618434621265369 0.0015985029056138087 0.00050215591959392304 0.0018119623185667375
leaf_weight=100 85 54 53 55 53 54 52 77 59 60 52 54 82 491 338 54 81 182 64 282
leaf_count=100 85 54 53 55 53 54 52 77 59 60 52 54 82 491 338 54 81 182 64 282
internal_value=0 0.00171057 0.00138546 0.00146603 0.000702585 0.00182248 0.000839484 0.00108287 0.000945246 0.00170697 0.0017912 0.0018036 0.00182249 0.00180441 0.00182897 0.00200441 0.00162476 0.00173445 0.000709911 0.00189251
internal_weight=0 2128 545 492 254 1583 201 190 136 302 242 1529 1429 1375 1293 106 136 520 149 773
internal_count=2382 2128 545 492 254 1583 201 190 136 302 242 1529 1429 1375 1293 106 136 520 149 773
is_linear=0
shrinkage=0.0032998


Tree=5558
num_leaves=21
num_cat=0
split_feature=1 12 3 4 4 3 1 3 0 48 42 3 1 157 4 12 13 0 13 4
split_gain=10.1053 2.06268 1.70759 0.913814 0.788939 0.710216 0.668462 0.560231 0.512177 0.516255 0.416153 0.381695 0.352249 0.330841 0.334351 0.280921 0.264297 0.426448 0.173437 0.0822462
threshold=0.11156000000000001 0.077755000000000005 -0.055389999999999988 0.10440500000000001 0.053255000000000004 0.30835000000000007 0.088415000000000007 0.045635000000000002 -0.098524999999999988 0.090720000000000009 0.086275000000000004 -0.065259999999999999 0.079415000000000013 -0.087424999999999989 -0.26545999999999997 0.095330000000000012 -0.0013449999999999996 -0.22022999999999995 -0.038394999999999992 0.13072500000000004
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 6 3 -2 8 7 12 18 -3 11 -11 13 -1 -10 -15 19 -8 -18 -4 -6
right_child=2 4 5 -5 15 -7 16 -9 9 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21
leaf_value=0.0011664960846158661 0.0013654311106758041 0.0016687295093407526 0.00070371054320328896 0.0007816701885721549 0.0012104400841115254 0.00034485569061209771 0.00088483334111014546 0.00094637216747227293 0.0012352573968508127 0.0013744787822285833 0.00097740894430903866 0.0011775727638641646 0.0014982804191887133 0.0017112901020731224 0.0014458580405313913 0.0010429896630262854 0.00091216339144699799 0.00129978013545919 0.00043393863652811768 0.0013990948871291937
leaf_weight=88 62 91 53 56 55 78 99 73 79 67 52 63 60 56 1038 77 60 66 53 56
leaf_count=88 62 91 53 56 55 78 99 73 79 67 52 63 60 56 1038 77 60 66 53 56
internal_value=0 0.00135006 0.000759695 0.00108869 0.00140069 0.000608502 0.00112816 0.00072319 0.00142696 0.0014107 0.00120127 0.00143083 0.00130124 0.00144441 0.00145948 0.00119843 0.00101415 0.00111548 0.000569157 0.00130593
internal_weight=0 2007 375 118 1634 257 373 179 1446 1355 119 1236 148 1173 1094 188 225 126 106 111
internal_count=2382 2007 375 118 1634 257 373 179 1446 1355 119 1236 148 1173 1094 188 225 126 106 111
is_linear=0
shrinkage=0.0032998


Tree=5559
num_leaves=18
num_cat=0
split_feature=3 14 48 15 3 3 15 0 1373 42 51 3 3 42 13 3 0
split_gain=0.702807 0.2968 0.209958 0.203397 0.383164 0.63176 0.237601 0.241758 0.19068 0.172404 0.153594 0.281275 0.151013 0.119385 0.167582 0.119156 0.0813027
threshold=0.30112000000000005 0.018475000000000002 -0.023659999999999997 0.0056700000000000006 -0.11756999999999999 -0.24098999999999995 0.091305000000000011 -0.075424999999999978 1.0000000180025095e-35 0.11457500000000002 0.11975000000000001 0.11191000000000002 -0.055009999999999996 -0.090824999999999989 -0.085764999999999994 -0.070889999999999995 -0.077914999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 -4 7 13 10 15 11 -6 -1 -5 -15 16 -8
right_child=-2 -3 3 6 8 -7 9 -9 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0060114785364137101 -0.0073191848539849464 0.017130920432264572 0.010073531333718003 0.0054078086432653881 0.006881658987060983 -0.011465733813310683 0.0032678927237160243 0.022742451012178727 0.017451450140866808 -0.00022861471638674344 0.00027671312012228125 0.019197156020637891 -0.006377951460382671 0.0067896619384952396 0.01489454413398263 0.014348729915722723 0.010081000928810188
leaf_weight=60 91 92 72 91 895 83 110 55 52 83 89 56 52 107 229 73 92
leaf_count=60 91 92 72 91 895 83 110 55 52 83 89 56 52 107 229 73 92
internal_value=0 0.00775146 0.00735824 0.00773921 0.0063715 -0.00144881 0.00976747 0.012211 0.00748317 0.00647262 0.00698303 0.00760875 0.000243202 0.0108502 0.0123189 0.00850171 0.00637979
internal_weight=0 2291 2199 2087 1247 155 840 482 1092 358 1040 951 112 427 336 275 202
internal_count=2382 2291 2199 2087 1247 155 840 482 1092 358 1040 951 112 427 336 275 202
is_linear=0
shrinkage=0.16829


Tree=5560
num_leaves=17
num_cat=0
split_feature=44 402 401 10 156 13 15 15 43 49 150 15 159 13 15 13
split_gain=0.510481 0.367205 0.329686 0.304743 0.204672 0.225731 0.31128 0.269068 0.233866 0.218965 0.184154 0.175918 0.126769 0.124881 0.119427 0.0647043
threshold=1.0000000180025095e-35 0.10491500000000002 0.10872500000000002 -0.092019999999999977 0.12640500000000002 -0.085854999999999987 -0.092534999999999992 -0.097269999999999981 -0.011584999999999998 -0.015974999999999996 0.08882000000000001 -1.0000000180025095e-35 -0.014214999999999998 -0.054464999999999993 -0.095804999999999987 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 10 7 13 9 -8 11 14 -10 -7 -5 -13
right_child=-2 2 -4 4 -6 6 8 -9 12 -11 -12 15 -14 -15 -16 -17
leaf_value=-0.0058500193386348777 0.022844796720527364 -0.010675553966968709 0.0058281856695711247 0.010346533227317821 0.017168349760573569 -0.0037343494504378308 0.015515557845954594 -0.0097688710917048279 -0.0034618605583323909 0.0073950111838201708 0.0011236012472052189 0.004095451703576761 0.0048432679796939189 0.0051359928490450485 0.017638554336374911 0.010610501246679095
leaf_weight=55 52 69 68 141 53 58 110 56 59 671 63 105 428 197 119 75
leaf_count=55 52 69 68 141 53 58 110 56 59 671 63 105 428 197 119 75
internal_value=0 0.00597201 -0.0024708 0.00650099 0.00682001 0.00655572 0.00556401 0.000786329 0.00673441 0.00854105 0.00966527 0.0108842 0.00383341 0.00311138 0.0136909 0.00682004
internal_weight=0 2327 137 2190 2135 2082 1579 311 1268 781 503 440 487 255 260 180
internal_count=2379 2327 137 2190 2135 2082 1579 311 1268 781 503 440 487 255 260 180
is_linear=0
shrinkage=0.16829


Tree=5561
num_leaves=18
num_cat=0
split_feature=4 13 11 1 150 1 49 39 393 1 16 4 403 157 42 13 1
split_gain=11.5395 3.25685 1.66049 1.56455 1.62395 0.776208 0.610547 0.33832 0.283771 0.338483 0.271053 0.248035 0.197779 0.166221 0.163087 0.147137 0.102864
threshold=0.36766000000000004 -0.28558999999999996 1.0000000180025095e-35 0.09518500000000002 1.0000000180025095e-35 0.13301500000000002 0.12552000000000005 1.0000000180025095e-35 0.10317000000000003 0.086920000000000011 0.25032500000000008 -0.021399999999999995 -0.51745999999999992 -1.0000000180025095e-35 0.086855000000000016 -0.016999999999999998 0.14516000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 7 14 8 11 9 12 -4 -5 -3 -11 -2 -13 -7
right_child=5 2 10 4 -6 16 -8 -9 -10 13 -12 15 -14 -15 -16 -17 -18
leaf_value=0.00058716087472578788 0.00074484249727486951 0.0011371108782178684 0.001756638820586399 0.0013565223270468546 0.00063755429562439522 0.0003939553674405961 0.00093989273207334412 0.00093325532973583805 0.0015466961117338988 0.001017320005360104 0.0014545219145729834 0.0012491148537087271 0.0013311128163433379 0.001230572720071571 0.00052108569799419544 0.0010007095980145231 0.00018452011811680047
leaf_weight=78 95 63 78 98 81 52 52 52 53 52 59 54 1137 209 59 55 52
leaf_count=78 95 63 78 98 81 52 52 52 53 52 59 54 1137 209 59 55 52
internal_value=0 0.00124976 0.00127504 0.00124974 0.0010463 0.000510428 0.00129389 0.001174 0.00130602 0.00129727 0.00162679 0.0012343 0.00132096 0.00118822 0.000659346 0.0011241 0.000289576
internal_weight=0 2121 2043 1906 340 258 1566 259 1514 1461 137 207 1200 261 154 109 104
internal_count=2379 2121 2043 1906 340 258 1566 259 1514 1461 137 207 1200 261 154 109 104
is_linear=0
shrinkage=0.0032998


Tree=5562
num_leaves=22
num_cat=0
split_feature=52 52 403 48 2 2 160 52 13 48 51 2 16 159 43 13 39 2 16 52 49
split_gain=0.307362 0.317748 0.406727 0.308378 0.42947 0.302133 0.233766 0.218514 0.215845 0.21158 0.199263 0.187868 0.183105 0.350148 0.246338 0.17308 0.186271 0.169024 0.147573 0.112037 0.111032
threshold=-0.53082999999999991 -0.015789999999999995 -0.53082999999999991 -0.078084999999999974 -0.055814999999999997 0.10000000000000002 0.085545000000000024 -0.087239999999999984 0.0015850000000000003 0.084260000000000015 -0.095144999999999993 0.098365000000000022 -0.073774999999999993 -0.032739999999999991 -0.077889999999999987 -0.11122999999999998 0.089130000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 -0.11756999999999999 -0.0081349999999999981
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=11 5 -3 -4 -5 7 9 8 10 -7 -2 -1 15 14 -14 -6 -17 -9 -15 -12 -19
right_child=1 2 3 4 12 6 -8 17 -10 -11 19 -13 13 18 -16 16 -18 20 -20 -21 -22
leaf_value=0.020303538785221533 -0.0029011105086561868 -0.0056536975073383667 -0.005159423915699261 0.023043284746054625 0.015997067876744774 -0.010442945737269125 0.007212874112477302 -0.0060766019390905771 0.017821368669209987 0.0020014386231565202 0.0047824975304690967 0.0084042664055171603 0.018809905278492529 0.0032156926800392155 0.0061356580682656583 0.0088666407035324791 -0.00057377271608178031 -0.0012387607228819314 -0.0057217365048779865 0.013993216871364258 0.0087277025422203731
leaf_weight=65 55 69 52 52 88 102 52 67 53 62 85 91 65 226 133 734 64 56 68 68 72
leaf_count=65 55 69 52 52 88 102 52 67 53 62 85 91 65 226 133 734 64 56 68 68 72
internal_value=0 0.00563636 0.00696141 0.00754996 0.00801338 0.00257543 -0.00260384 0.00503271 0.0082177 -0.00572741 0.00576197 0.0133738 0.00744491 0.00483364 0.0103055 0.00889293 0.00810726 0.000760505 0.00114242 0.00888789 0.00435334
internal_weight=0 2223 1551 1482 1430 672 216 456 261 164 208 156 1378 492 198 886 798 195 294 153 128
internal_count=2379 2223 1551 1482 1430 672 216 456 261 164 208 156 1378 492 198 886 798 195 294 153 128
is_linear=0
shrinkage=0.16829


Tree=5563
num_leaves=19
num_cat=0
split_feature=4 3 123 2 2 132 0 4 2 14 39 48 12 16 49 0 12 0
split_gain=16.1343 8.5664 2.80877 1.87755 1.46955 0.973344 0.793215 1.64337 0.643018 0.5435 0.482324 0.450312 0.44529 0.408671 0.291474 0.227836 0.264828 0.109509
threshold=0.30163500000000004 0.11372500000000001 0.081180000000000016 0.13880500000000004 0.097145000000000023 0.08696000000000001 -0.071844999999999978 -0.17689999999999997 0.11736500000000001 0.062655000000000016 0.089650000000000021 -1.0000000180025095e-35 0.11844 0.070130000000000012 -0.047749999999999994 -0.085104999999999986 0.094545000000000018 -0.15135999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 6 12 9 -8 -3 11 17 -1 15 -9 -13 -6 -17 -2
right_child=3 8 -4 -5 5 -7 7 13 -10 -11 -12 14 -14 -15 -16 16 -18 -19
leaf_value=0.0014233959418626396 0.0010954864484371025 0.00093958253603708332 0.001091707430492396 0.00024428580879920969 0.0014377426997590214 0.0011024249865105181 0.0020082682485667628 0.0011222049179050173 0.00042603598881760013 0.0020634751193044252 0.00062298471495542856 0.0015634213634085185 0.0012729499530451877 0.0014920829428204925 0.001756772325435073 0.001779814005863024 0.0015591231816913229 0.0009023662361821687
leaf_weight=52 61 52 99 68 74 60 52 64 55 56 56 96 53 69 1082 105 149 76
leaf_count=52 61 52 99 68 74 60 52 64 55 56 56 96 53 69 1082 105 149 76
internal_value=0 0.00158628 0.0016347 0.000716509 0.0016628 0.00149509 0.00171305 0.0015096 0.000675939 0.0017423 0.000882705 0.00172764 0.00155684 0.00131436 0.00174105 0.0016026 0.00165049 0.000988611
internal_weight=0 2118 2011 261 1912 441 1471 185 107 1286 193 1230 381 133 1178 328 254 137
internal_count=2379 2118 2011 261 1912 441 1471 185 107 1286 193 1230 381 133 1178 328 254 137
is_linear=0
shrinkage=0.0032998


Tree=5564
num_leaves=30
num_cat=0
split_feature=1 52 1 2 49 1 14 2 4 4 2 16 2 4 13 4 13 52 16 1 4 133 1 133 159 43 401 13 2
split_gain=31.6413 7.96965 2.65013 2.41348 2.2146 3.70076 1.22881 1.24413 0.855337 0.789567 0.604811 0.547433 0.504555 0.440364 0.793033 0.572325 0.430786 0.326658 0.315643 0.248154 0.240236 0.21549 0.212075 0.162097 0.148597 0.123845 0.110083 0.0816847 0.0617256
threshold=0.10538500000000002 -0.40011499999999994 0.12640500000000002 1.0000000180025095e-35 -0.020999999999999994 0.085720000000000005 0.054835000000000009 0.092155000000000015 0.50373500000000015 -0.00045499999999999995 0.12551500000000002 -0.071044999999999983 0.10083000000000002 -0.0065299999999999993 -0.013944999999999997 0.00077000000000000018 -1.0000000180025095e-35 0.0029250000000000005 -0.061784999999999993 0.089790000000000023 -0.0086449999999999982 0.024130000000000002 0.083555000000000018 -1.0000000180025095e-35 -0.083114999999999981 0.0077000000000000011 0.096230000000000024 -0.073629999999999987 0.11941000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 20 7 11 -4 -7 12 19 21 14 24 -15 17 -14 28 25 -1 23 -18 -9 -13 26 -6 -23 -5
right_child=1 2 8 18 6 9 -8 10 -10 -11 -12 13 16 15 -16 -17 22 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0017470289275775389 0.0016682071384613404 0.0010097925557125431 0.00030553611071397729 0.00055132381485183384 0.0017051936580759393 0.00099483199360732495 0.0019611610744747084 0.0013125190248942657 -0.00013730325164672632 0.00042602360915004387 0.0010268915676762318 0.0013304934925439803 0.0012323553606628059 0.001882787131399228 0.0010997453391787082 0.001416900022540584 0.0015188410999299551 0.0015490419083568892 0.00016617718471680353 0.0014558765462321791 0.0014291370731374909 0.0014936089154824138 0.0018175484384957451 0.0010652861208063646 0.0015323185435241801 0.0015408715939659327 0.0015386893374084618 0.0013062671254020989 0.00038819178223206165
leaf_weight=53 61 102 103 53 349 55 64 61 88 52 53 52 76 59 70 58 57 70 58 81 55 53 52 60 227 89 55 60 53
leaf_count=53 61 102 103 53 349 55 64 61 88 52 53 52 76 59 70 58 57 70 58 81 55 53 52 60 227 89 55 60 53
internal_value=0 0.000547723 0.000398085 0.000611042 0.00146993 0.00115428 0.00151114 0.00149292 0.000101321 0.000718731 0.00136421 0.00155996 0.0014007 0.00147513 0.00141569 0.00165214 0.00150307 0.00138443 0.000362824 0.00162876 0.00158547 0.00128899 0.00166167 0.00119022 0.00149483 0.0016571 0.00168261 0.00139445 0.00047009
internal_weight=0 518 457 266 1861 215 1646 1582 191 107 542 1040 489 466 349 117 255 146 164 574 108 234 109 121 279 493 404 113 106
internal_count=2379 518 457 266 1861 215 1646 1582 191 107 542 1040 489 466 349 117 255 146 164 574 108 234 109 121 279 493 404 113 106
is_linear=0
shrinkage=0.0032998


Tree=5565
num_leaves=29
num_cat=0
split_feature=1 1 12 0 47 2 2 52 150 52 16 1 16 16 15 15 52 12 1 15 160 2 12 1211 16 1 0 16
split_gain=18.1868 3.05517 2.0983 1.4187 1.03061 1.01034 0.508953 0.465864 0.453697 0.443207 0.579328 0.399842 0.350591 0.323471 0.322377 0.312303 0.700986 0.281645 0.490483 0.40481 0.224895 0.20879 0.19965 0.19158 0.186837 0.142788 0.115921 0.0682109
threshold=0.10141500000000002 0.12450500000000002 0.085665000000000005 0.12539500000000003 0.085505000000000012 0.092365000000000017 0.10575500000000002 -0.51745999999999992 1.0000000180025095e-35 -0.054974999999999989 -0.42618999999999996 0.11266500000000002 0.041625000000000002 -0.031434999999999998 -0.036064999999999993 -0.033689999999999991 0.0043000000000000009 0.083785000000000012 0.08617000000000001 0.041820000000000003 -0.50660999999999989 0.08647500000000001 0.09525500000000002 1.0000000180025095e-35 -0.074474999999999986 0.091105000000000005 -0.079379999999999992 -0.072534999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 9 17 11 -7 24 -3 -11 -4 13 15 -14 16 -9 18 19 -1 -19 23 -17 25 -2 -22 27 -23
right_child=1 4 6 -5 -6 7 -8 12 -10 10 -12 -13 14 -15 -16 22 -18 20 -20 -21 21 26 -24 -25 -26 -27 -28 -29
leaf_value=0.0016891012768531347 0.0011186541662423291 0.00019316692743066854 0.0016964530760172896 0.0010401732935908252 0.00095860363750666696 0.0017009324171960473 0.0010981332244408394 0.0010565631786543597 0.00067580930459305302 0.00034334430412529785 0.00081887878841430996 0.0012843019095742669 0.0014032105970271768 0.0016862114389848794 0.001063674345318847 0.0016900444866048995 0.0015187437761346012 0.0013803749752947213 0.0014834610728254771 0.0020414604101581923 0.001702936393635356 0.0016244599595174561 0.0014240592682851349 0.0014815761187311944 0.00086085841843950195 0.0015555078254342089 0.0013990952721656175 0.001520816103775111
leaf_weight=89 60 52 52 58 58 70 57 66 91 61 52 53 74 61 54 55 80 52 63 62 388 155 78 68 67 96 54 163
leaf_count=89 60 52 52 58 58 70 57 66 91 61 52 53 74 61 54 55 80 52 63 62 388 155 78 68 67 96 54 163
internal_value=0 0.000886665 0.00106671 0.00154962 0.000579709 0.0015667 0.00135153 0.00144741 0.000854889 0.000446308 0.000562486 0.00148875 0.00140942 0.00146548 0.00126024 0.00141709 0.00131005 0.00162059 0.00173098 0.00183401 0.00159635 0.00160847 0.00153432 0.00165016 0.000982929 0.00167377 0.00154652 0.00157145
internal_weight=0 603 380 1786 223 1728 162 538 218 165 113 105 468 340 128 279 146 1190 214 151 976 924 133 552 127 484 372 318
internal_count=2389 603 380 1786 223 1728 162 538 218 165 113 105 468 340 128 279 146 1190 214 151 976 924 133 552 127 484 372 318
is_linear=0
shrinkage=0.0032998


Tree=5566
num_leaves=13
num_cat=0
split_feature=30 48 51 132 13 4 16 48 2 16 2 13
split_gain=0.514741 0.313756 0.290475 0.231521 0.340088 0.217748 0.436214 0.212667 0.210883 0.225381 0.18374 0.101734
threshold=0.086065000000000016 -0.087924999999999989 0.16362000000000002 0.10859000000000001 -0.15569499999999997 0.062150000000000004 -0.097499999999999989 0.10445500000000001 0.090225000000000014 -0.42004999999999992 0.087910000000000016 -0.40078499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 6 10 -8 -7 -10 -6 -3
right_child=-2 2 -4 -5 5 8 7 -9 9 -11 -12 -13
leaf_value=0.021272782571032302 -0.008063596812807378 0.0039941788473990287 -0.0040231093683367617 0.016962446331910404 0.013645775121308865 0.012024824968110033 0.0085086396220545712 0.018839799788247624 0.0077105084228210902 -0.0021966079782455568 0.027023782913288288 -0.0054821391136985389
leaf_weight=55 53 77 52 92 68 91 1475 59 126 134 52 55
leaf_count=55 53 77 52 92 68 91 1475 59 126 134 52 55
internal_value=0 0.00869124 0.00838709 0.00867741 0.00831989 0.00886462 0.00967372 0.00890716 0.00504683 0.00259762 0.0194579 3.21025e-05
internal_weight=0 2336 2281 2229 2137 2005 1654 1534 351 260 120 132
internal_count=2389 2336 2281 2229 2137 2005 1654 1534 351 260 120 132
is_linear=0
shrinkage=0.16829


Tree=5567
num_leaves=18
num_cat=0
split_feature=30 2 39 12 2 151 447 41 1447 43 43 13 16 43 12 16 16
split_gain=0.356249 0.20612 0.184039 0.238186 0.203912 0.187793 0.274916 0.227684 0.13515 0.123556 0.147364 0.200585 0.198586 0.35428 0.119988 0.128635 0.123634
threshold=0.086065000000000016 0.085730000000000015 0.10166000000000001 -0.094939999999999983 0.15109000000000003 1.0000000180025095e-35 0.085445000000000007 0.077565000000000009 -0.082229999999999984 -0.14839499999999997 -0.077274999999999996 0.0032950000000000006 -0.040964999999999994 -0.082739999999999994 0.085965000000000014 -0.085514999999999994 -0.080419999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 6 7 -5 -1 -10 12 14 -11 -14 16 -16 -12
right_child=-2 2 -4 4 -6 -7 -8 -9 9 10 11 -13 13 -15 15 -17 -18
leaf_value=0.015767992687106422 -0.0067065756439898261 0.017435954680590279 -0.0023052688466122908 0.0069027389394374318 -0.0040939301637969577 -0.0011939372190456119 0.017997483800495769 -0.0043665225580697851 0.016118146164693259 0.010871345982776203 0.0037099411184430904 -0.000258396987488584 0.0078572186230228894 -0.010654560603330794 0.017659172614809617 0.010113342557752527 0.013190610919319567
leaf_weight=84 53 54 71 1115 54 85 61 53 58 74 110 53 67 52 100 184 61
leaf_count=84 53 54 71 1115 54 85 61 53 58 74 110 53 67 52 100 184 61
internal_value=0 0.00722924 0.00603797 0.00645581 0.00602107 0.00643812 0.00696743 0.00638984 0.00933692 0.00862281 0.00800009 0.00950668 0.00402526 -0.000216865 0.0106481 0.0127767 0.00710244
internal_weight=0 2336 1493 1422 1368 1314 1229 1168 843 759 701 508 193 119 455 284 171
internal_count=2389 2336 1493 1422 1368 1314 1229 1168 843 759 701 508 193 119 455 284 171
is_linear=0
shrinkage=0.16829


Tree=5568
num_leaves=18
num_cat=0
split_feature=40 1429 42 48 1 52 0 16 1456 133 1 42 481 52 16 1 1
split_gain=0.249955 0.184057 0.224776 0.212091 0.232387 0.561948 0.365805 0.321046 0.252205 0.199251 0.18161 0.175016 0.166509 0.163273 0.171893 0.12319 0.0582759
threshold=0.051255000000000002 0.086095000000000019 0.08486500000000001 -0.087924999999999989 0.095695000000000016 0.12371000000000001 -0.14216999999999999 -0.48186499999999993 -0.066614999999999994 0.087765000000000024 0.13130500000000003 0.086665000000000006 -0.086729999999999988 0.096795000000000006 -0.0048099999999999992 0.091900000000000023 0.11918000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 6 7 -6 11 10 -8 -5 -10 15 -15 -14 -7
right_child=-2 2 -4 4 5 16 9 -9 12 -11 -12 -13 13 14 -16 -17 -18
leaf_value=0.015816487470190148 -0.0051408857789168403 0.018660482564613126 0.0043063776651030578 0.0043188238059903399 0.00077106408855993826 0.016993711782471794 0.0034638964714289178 -0.017222260496055238 0.015834366980161847 0.011579299745549098 -0.0056103513211063945 -0.0081305728968013736 0.0071837068351260566 0.0051143960813984481 -0.0056916470512799614 0.014556818781187133 0.0091549413781201773
leaf_weight=57 58 70 56 83 55 59 221 57 60 59 87 52 1034 208 52 69 52
leaf_count=57 58 70 56 83 55 59 221 57 60 59 87 52 1034 208 52 69 52
internal_value=0 0.00602714 0.0122951 0.00566815 0.00539802 0.00254851 4.45488e-05 -0.00837021 0.00647595 0.00261744 0.000894883 -0.000463191 0.00713553 0.00675128 0.00294628 0.00764657 0.0133377
internal_weight=0 2331 126 2205 2148 590 479 112 1558 367 308 135 1423 1363 260 1103 111
internal_count=2389 2331 126 2205 2148 590 479 112 1558 367 308 135 1423 1363 260 1103 111
is_linear=0
shrinkage=0.16829


Tree=5569
num_leaves=26
num_cat=0
split_feature=3 3 43 12 2 10 123 12 156 2 2 2 11 159 2 0 402 11 15 0 13 159 2 1429 15
split_gain=23.8496 6.73778 4.30395 3.38315 2.77473 1.42974 1.3154 1.30917 0.684013 0.495099 0.414486 0.413422 0.839538 0.350826 0.285728 0.270913 0.258516 0.299487 0.248305 0.266628 0.22835 0.181462 0.180855 0.166723 0.147579
threshold=-0.06340999999999998 0.30112000000000005 -0.040789999999999993 0.054520000000000006 0.10866500000000003 -1.0000000180025095e-35 0.085575000000000012 0.092495000000000008 0.050840000000000003 0.106285 0.12131500000000002 0.10083000000000002 1.0000000180025095e-35 0.04105000000000001 0.084825000000000025 -0.11912999999999999 0.02938 0.081790000000000015 -0.013349999999999999 -0.12608499999999997 0.021935000000000003 0.096385000000000012 0.083855000000000013 1.0000000180025095e-35 0.080840000000000009
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 5 -1 8 -2 9 11 18 -7 16 12 13 14 22 -6 17 20 19 -4 24 -15 -5 -16 -9
right_child=1 -3 4 7 15 6 -8 10 -10 -11 -12 -13 -14 21 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.000846994452838446 0.00032395320021982984 0.00014699293206650859 0.0011377666424741033 0.0018001322809382732 0.0006833598183287403 0.0013605334153109368 0.00056129998936702171 0.0015504441783512433 0.0018134302156119792 0.00090182769844628194 0.0012810714776651363 0.0014975093638272398 0.0021626662828984184 0.0014416675257126292 0.0016891037195767165 0.0010236102839149847 0.001391642821715102 0.0018124626270506245 0.0015693781262771456 0.0014526884296920432 0.0014348161328180641 0.0017015386384374748 0.0019729212551066419 0.0018557820588035292 0.0017009474604873153
leaf_weight=54 67 101 55 249 52 52 77 152 58 52 53 64 58 56 368 52 65 75 64 67 93 69 98 86 152
leaf_count=54 67 101 55 249 52 52 77 152 58 52 53 64 58 56 368 52 65 75 64 67 93 69 98 86 152
internal_value=0 0.000935517 0.00106908 0.00166096 0.00130593 0.000736586 0.000889134 0.00168778 0.00149849 0.00113152 0.0015629 0.00175804 0.00177495 0.00175063 0.00177637 0.000853824 0.00159066 0.00161799 0.0014001 0.001311 0.00158116 0.0015854 0.00184903 0.00172075 0.00162581
internal_weight=0 697 596 1692 348 248 181 1638 244 104 590 1048 984 926 801 104 537 472 186 122 397 125 347 454 304
internal_count=2389 697 596 1692 348 248 181 1638 244 104 590 1048 984 926 801 104 537 472 186 122 397 125 347 454 304
is_linear=0
shrinkage=0.0032998


Tree=5570
num_leaves=24
num_cat=0
split_feature=1 3 0 0 2 1 3 11 2 0 2 0 43 13 0 133 43 3 52 52 1 0 13
split_gain=10.8974 3.22651 1.06 1.01121 0.860364 0.66332 0.625899 0.546439 0.555514 0.472043 0.261119 0.251289 0.319801 0.235259 0.225585 0.205172 0.191516 0.167836 0.151153 0.348796 0.080263 0.0783526 0.0360397
threshold=0.10335000000000001 -0.06340999999999998 -0.0042749999999999993 0.12539500000000003 0.114805 0.11670500000000002 0.094285000000000008 0.079915000000000014 0.095935000000000006 -0.11471499999999998 0.14106500000000002 -0.079119999999999982 -0.081694999999999976 -0.080844999999999986 -0.071719999999999992 -0.0081099999999999974 0.0032700000000000003 -0.084129999999999996 0.033770000000000008 -0.085924999999999987 0.11266500000000002 -0.14582499999999995 -0.068549999999999986
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 4 5 6 20 21 7 8 11 -7 -11 13 -13 15 -14 -1 18 -15 19 -10 -2 -3 -20
right_child=1 2 -4 -5 -6 9 -8 -9 16 10 -12 12 14 17 -16 -17 -18 -19 22 -21 -22 -23 -24
leaf_value=0.0014228324407198878 0.0013669142075071381 0.00076589368804545429 0.00015015007947509135 0.00088400363739428391 0.00078130730553912511 0.00076636553218193033 0.0010292519656620838 0.0016296019019639138 0.0013096343189343313 0.00054859156124373797 0.00023545647848180766 0.0010720127751127043 0.0012450633355114904 0.0013725754692860965 0.0015072187337808094 0.0012773144057124423 0.0010779200326556447 0.0014985761887441795 0.0012717414018916511 0.00097136504927268594 0.0011878615704767189 0.00093856805786063087 0.0014039661310039592
leaf_weight=158 65 69 53 62 54 60 81 64 86 64 54 76 110 300 56 361 103 204 52 56 56 55 60
leaf_count=158 65 69 53 62 54 60 81 64 86 64 54 76 110 300 56 361 103 204 52 56 56 55 60
internal_value=0 0.000762405 0.000581432 0.00129996 0.00112932 0.000657004 0.00131453 0.00132822 0.0013163 0.000527398 0.000405591 0.00134897 0.00125167 0.00137195 0.00133371 0.00132168 0.00120045 0.00142365 0.00125 0.00117648 0.00128434 0.000842767 0.00134289
internal_weight=0 530 355 1829 175 302 1767 1686 1622 178 118 1265 242 1023 166 519 357 504 254 142 121 124 112
internal_count=2359 530 355 1829 175 302 1767 1686 1622 178 118 1265 242 1023 166 519 357 504 254 142 121 124 112
is_linear=0
shrinkage=0.0032998


Tree=5571
num_leaves=18
num_cat=0
split_feature=1 12 123 13 15 447 12 11 1 16 1 11 48 13 1 40 12
split_gain=23.7408 5.59049 2.54166 2.09879 1.49365 1.31448 1.02583 1.1722 0.75443 0.67612 0.521178 0.48687 0.341337 0.313809 0.179712 0.143648 0.133598
threshold=0.10752500000000002 -0.041134999999999991 1.0000000180025095e-35 -0.17933499999999997 -0.24042999999999998 0.084700000000000011 0.11769500000000001 1.0000000180025095e-35 0.12450500000000002 0.26391000000000003 0.10044000000000002 0.084680000000000019 0.091545000000000015 0.059130000000000009 0.11604000000000002 -0.041534999999999996 0.087495000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 5 -3 -5 6 7 10 -2 14 12 -9 13 -1 -6 -10 -14
right_child=1 3 -4 4 9 -7 -8 11 15 -11 -12 -13 16 -15 -16 -17 -18
leaf_value=0.0018801881123088153 0.00077142908638991976 0.00065773106681593727 0.0012630737849161895 0.00092723491323820314 0.0015409544799016453 0.0013128986644868681 0.0014382747690718357 0.0023870050402697391 0.00044234249070690488 0.0018537772931777813 0.00152554643992702 0.0019658184772494624 0.0015505838862543127 0.0016915247224559879 0.0012597814801673444 0.00019878672109751203 0.0017757346783109677
leaf_weight=1296 65 52 90 55 52 52 65 61 53 56 57 62 52 108 52 54 77
leaf_count=1296 65 52 90 55 52 52 65 61 53 56 57 62 52 108 52 54 77
internal_value=0 0.000954938 0.00180571 0.0012539 0.00139792 0.00183238 0.00184755 0.00186306 0.000490651 0.0015595 0.00183891 0.00217499 0.00185054 0.0018657 0.00140071 0.000319756 0.00168525
internal_weight=0 439 1920 267 215 1830 1778 1713 172 160 1590 123 1533 1404 104 107 129
internal_count=2359 439 1920 267 215 1830 1778 1713 172 160 1590 123 1533 1404 104 107 129
is_linear=0
shrinkage=0.0032998


Tree=5572
num_leaves=14
num_cat=0
split_feature=2 457 4 47 47 48 394 2 0 394 51 13 4
split_gain=0.404411 0.247876 0.173059 0.14948 0.204743 0.240581 0.211526 0.311546 0.242802 0.23394 0.209621 0.193242 0.130789
threshold=0.13538500000000001 0.092360000000000012 0.50373500000000015 0.11043500000000002 0.077555000000000013 0.092205000000000023 -0.076319999999999985 0.11923000000000002 0.12500000000000003 -0.087649999999999992 0.11524000000000002 -0.07150999999999999 0.060575000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 6 11 9 8 10 -1 -8 -6 -2
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0086601514034540961 -0.0014161361299139493 -0.00044825209048936882 -0.0076423304222194297 0.0026874512499369821 0.011389971256661479 0.0066362203183596303 0.0089355263010145736 0.020152510079767292 0.019901072039109655 -0.0054951807901094047 -0.00022031122524873546 0.024304766404754895 0.010034665638871431
leaf_weight=75 60 79 54 98 59 73 1471 73 55 59 74 76 53
leaf_count=75 60 79 54 98 59 73 1471 73 55 59 74 76 53
internal_value=0 0.0087854 0.000183174 0.00913148 0.00944399 0.0144577 0.00886588 0.00938156 0.00888901 0.00241417 0.00849583 0.0186738 0.0039387
internal_weight=0 2192 167 2113 2015 208 1807 1673 1600 134 1545 135 113
internal_count=2359 2192 167 2113 2015 208 1807 1673 1600 134 1545 135 113
is_linear=0
shrinkage=0.16829


Tree=5573
num_leaves=15
num_cat=0
split_feature=3 149 9 2 3 3 15 130 16 3 3 3 3 3
split_gain=0.506912 0.182167 0.187476 0.199534 0.27127 0.216149 0.192871 0.254669 0.209268 0.0928854 0.386006 0.169371 0.13236 0.0948569
threshold=0.31370500000000007 0.077335000000000015 -1.0000000180025095e-35 0.084855000000000014 -0.12077499999999998 -0.21779999999999997 -0.40312499999999996 -0.074144999999999989 0.51148500000000008 -0.083654999999999993 -0.081574999999999995 -0.078254999999999977 -0.086049999999999988 -0.092714999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 -8 -9 12 -11 -12 13 -6
right_child=-2 -3 3 5 9 6 7 8 -10 10 11 -13 -14 -15
leaf_value=-0.0024177260020453815 -0.0063535987699010329 0.015930260460604907 0.020894733435491922 -0.0021707673945055355 0.0026627484336717178 -0.002424521614279094 0.018314862188859617 0.0061096388662853305 0.016153196479620536 0.019236000143081123 0.00086316268501586662 0.0096989889843513179 -0.0015505814575817571 0.011085557313020057
leaf_weight=58 80 67 56 83 59 63 55 1215 62 100 87 213 52 109
leaf_count=58 80 67 56 83 59 63 55 1215 62 100 87 213 52 109
internal_value=0 0.00726401 0.0070007 0.00725514 0.00965484 0.00615637 0.0066531 0.0070838 0.00659867 0.00863672 0.0101704 0.00714259 0.00583999 0.00813824
internal_weight=0 2279 2212 2154 676 1478 1395 1332 1277 620 400 300 220 168
internal_count=2359 2279 2212 2154 676 1478 1395 1332 1277 620 400 300 220 168
is_linear=0
shrinkage=0.16829


Tree=5574
num_leaves=14
num_cat=0
split_feature=3 14 15 16 49 15 42 474 47 3 3 11 15
split_gain=0.350814 0.20217 0.2156 0.1739 0.270194 0.37475 0.354817 0.152393 0.127946 0.12677 0.285935 0.110902 0.0627543
threshold=0.31370500000000007 -0.10708499999999999 -0.45015499999999992 0.081265000000000018 1.0000000180025095e-35 -0.064464999999999981 0.091945000000000013 0.089190000000000005 0.10904500000000002 0.084735000000000019 -0.0037799999999999995 1.0000000180025095e-35 -0.011859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 6 -6 11 8 9 10 -4 12 -5
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.014533798834812272 -0.0052843528341888499 -0.0046412975116075028 0.0058104304444384523 0.011066675340613941 0.010961211589860156 -0.007038675621982164 0.023890703561583369 -0.0028437529159320474 -0.0014514018373173853 -6.3474611820542318e-05 0.018413382408203872 0.014824391068103333 0.0041613941642487575
leaf_weight=77 80 55 1446 59 72 60 57 63 70 95 53 67 105
leaf_count=77 80 55 1446 59 72 60 57 63 70 95 53 67 105
internal_value=0 0.00604221 0.00574446 0.00601135 0.00908848 0.00276583 0.0119801 0.00526197 0.00556993 0.0058794 0.00625723 0.00903337 0.00665657
internal_weight=0 2279 2202 2147 420 132 288 1727 1664 1594 1499 231 164
internal_count=2359 2279 2202 2147 420 132 288 1727 1664 1594 1499 231 164
is_linear=0
shrinkage=0.16829


Tree=5575
num_leaves=23
num_cat=0
split_feature=1 13 48 1 12 133 133 16 52 1446 133 13 13 3 12 16 151 3 49 15 12 42
split_gain=0.395197 0.341621 0.347326 0.217446 0.226605 0.215636 0.242991 0.202392 0.23348 0.214959 0.176407 0.250284 0.193114 0.17052 0.160626 0.156379 0.250995 0.140892 0.137684 0.156412 0.189207 0.18739
threshold=0.086050000000000015 0.11251500000000002 -1.0000000180025095e-35 0.13840500000000003 -0.011819999999999999 0.11370000000000001 0.09635500000000001 -0.41163499999999992 0.40438500000000005 0.083715000000000026 -0.006494999999999999 -0.088374999999999995 -0.091559999999999989 -0.083414999999999975 0.092355000000000007 -0.14483499999999996 -1.0000000180025095e-35 -0.074979999999999977 0.047620000000000003 -0.084629999999999997 0.093670000000000017 0.082755000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 15 6 7 -1 9 10 12 -12 -9 -11 -7 -4 -17 -16 19 21 -21 -6
right_child=1 -3 3 -5 18 14 -8 8 -10 13 11 -13 -14 -15 17 16 -18 -19 -20 20 -22 -23
leaf_value=0.015502611329684314 -0.0072805031136564339 -0.0099669988596871491 0.0043281142906411814 0.011870004419520986 -0.0059766213808401195 -0.0059954376590657023 0.016483290546017264 0.0158857960880401 -0.0043252822035624531 0.020162280368392915 -0.0077644623834661215 0.0045329782849521981 0.0061611377670818821 0.0065303279551201261 0.0086444790104106915 0.0014840388666993048 -0.014716873018874248 -0.0023996119322061324 0.01208061166019601 0.0078565765302516608 0.0002389094083066316 0.0064567936641954813
leaf_weight=62 96 69 54 78 94 66 69 72 63 53 53 400 302 52 80 53 55 55 55 245 149 54
leaf_count=62 96 69 54 78 94 66 69 72 63 53 53 400 302 52 80 53 55 55 55 245 149 54
internal_value=0 0.00145459 0.0023012 0.00340233 0.00252976 0.00588514 0.00679174 0.00615738 0.00557326 0.0062443 0.00533 0.00309024 0.00803807 0.0134283 0.000797451 -0.00304607 -0.00674979 0.00413173 0.00404581 0.00322716 0.00498034 -0.00142797
internal_weight=0 1002 933 837 759 1327 1126 1057 995 932 827 453 374 105 201 162 108 135 597 542 394 148
internal_count=2329 1002 933 837 759 1327 1126 1057 995 932 827 453 374 105 201 162 108 135 597 542 394 148
is_linear=0
shrinkage=0.16829


Tree=5576
num_leaves=22
num_cat=0
split_feature=1 2 376 14 16 159 0 40 2 0 0 1 2 157 1 49 0 0 16 43 0
split_gain=28.2709 6.14246 3.5292 3.30942 1.99675 1.73297 1.5019 1.18723 0.783142 0.759494 0.702144 1.09531 0.544001 0.41753 0.347663 0.301131 0.28511 0.277857 0.251051 0.216417 0.212823
threshold=0.10124500000000002 0.13880500000000004 0.048375000000000008 0.062655000000000016 0.058765000000000005 0.087395000000000014 0.12411500000000002 -0.026419999999999996 0.11668500000000002 -0.076539999999999983 -0.097074999999999981 0.085425000000000015 0.15630500000000003 -0.0048549999999999991 0.11453000000000001 0.10406000000000001 -0.047049999999999995 -0.053259999999999995 -0.0021749999999999994 -0.042209999999999991 -0.11796999999999999
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 4 6 5 8 7 -1 14 10 11 20 -3 -11 -2 18 19 -6 -12 -15 -9
right_child=1 12 -4 -5 17 -7 -8 9 -10 13 15 -13 -14 16 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0012892200020201577 0.0014329842123014182 0.00046526604171657083 0.00047241372829946146 0.0024661502314958753 0.0013610084896129636 0.00058399976225315196 0.0011942383172671765 0.0019661207002606182 0.00085051594799837233 0.0018637005965117803 0.0018363165364151167 0.0012764793227049212 2.2940964791519427e-07 0.0017600791075503568 0.0010979524094296756 0.0016155255218507859 0.0013794108583725692 0.0016771840374846625 0.0019854542080849458 0.001548848651871632 0.0016943030335806021
leaf_weight=59 103 53 84 70 52 65 55 53 52 72 762 65 57 93 52 60 63 79 155 137 88
leaf_count=59 103 53 84 70 52 65 55 53 52 72 762 65 57 93 52 60 63 79 155 137 88
internal_value=0 0.000929287 0.00108838 0.00176212 0.00121668 0.00105509 0.00173245 0.00175085 0.00120284 0.00176842 0.0018093 0.00163274 0.000224613 0.00163582 0.00132081 0.00184649 0.0015797 0.00155195 0.00186156 0.00163441 0.00179673
internal_weight=0 597 487 1732 403 272 1662 1607 207 1548 1183 206 110 365 155 977 293 131 917 230 141
internal_count=2329 597 487 1732 403 272 1662 1607 207 1548 1183 206 110 365 155 977 293 131 917 230 141
is_linear=0
shrinkage=0.0032998


Tree=5577
num_leaves=28
num_cat=0
split_feature=1 0 40 0 0 484 4 123 1 3 1455 16 13 43 4 4 0 12 0 16 43 43 52 13 16 43 16
split_gain=0.337959 0.261458 0.260846 0.183638 0.27182 0.165277 0.204633 0.180541 0.162074 0.200915 0.122816 0.122358 0.169982 0.180585 0.238929 0.228742 0.126654 0.116657 0.115415 0.112698 0.111907 0.198787 0.0926401 0.0918459 0.0755262 0.0594236 0.036602
threshold=0.086050000000000015 -0.14097999999999997 -0.084904999999999994 -0.040094999999999992 0.0060900000000000008 0.085690000000000002 0.42953500000000006 0.081990000000000021 0.09166500000000001 0.13772500000000001 -0.070999999999999994 -0.081354999999999983 -0.086919999999999983 -0.0019149999999999998 -0.080744999999999997 -0.060264999999999992 -0.078269999999999992 0.085515000000000022 -0.088374999999999995 -0.084089999999999984 -0.006474999999999999 0.066010000000000013 0.084335000000000007 0.059130000000000009 -0.0079449999999999989 -0.00088499999999999983 -0.09391999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 7 8 18 -10 -3 19 24 14 16 -15 -14 -16 -4 20 22 25 -12 -6 -13 -22 -24
right_child=2 10 3 4 23 -7 -8 -9 9 -11 11 12 13 15 17 -17 -18 -19 -20 -21 21 -23 26 -25 -26 -27 -28
leaf_value=0.015338428560259828 -0.0077792507612124131 0.013703626184821436 -0.0059492475067253392 -0.011235370444646462 0.0072222184227343578 -0.004419747892409889 0.013550437033889199 -0.0049657301095765941 0.0084953389176501051 -0.001885001619715308 -0.0016639489655745272 0.0058124282087325344 0.0032451776146518491 0.0031446334708288108 0.0016704654396929375 -0.011291712957768199 -0.007139647829682203 0.0083611831703320812 0.0033968783749111671 0.014094317316528821 0.010174294358662801 0.0030432691433983517 0.009601797500121554 -0.001849792141179443 0.01483450681802523 0.018341359244511437 0.0038673123321901768
leaf_weight=85 69 52 53 59 62 59 69 59 318 63 63 55 69 77 102 52 64 274 127 64 52 79 53 64 52 52 82
leaf_count=85 69 52 53 59 62 59 69 59 318 63 63 55 69 77 102 52 64 274 127 64 52 79 53 64 52 52 82
internal_value=0 0.00629627 0.00219825 0.00293806 -0.00180268 0.00411297 0.00484624 0.00387465 0.00480759 0.00677419 0.005676 0.0053237 0.00399969 0.0029547 0.00438139 -0.00266074 -0.00173852 0.00655093 0.000634982 0.00753627 0.00642994 0.00943621 0.00364235 0.00259995 0.0102138 0.0142751 0.00613194
internal_weight=0 1327 1002 933 185 748 689 620 561 381 1242 1190 745 638 509 129 133 376 180 445 381 183 198 126 107 104 135
internal_count=2329 1327 1002 933 185 748 689 620 561 381 1242 1190 745 638 509 129 133 376 180 445 381 183 198 126 107 104 135
is_linear=0
shrinkage=0.16829


Tree=5578
num_leaves=19
num_cat=0
split_feature=1 376 1447 130 51 39 48 49 4 40 51 1212 1212 4 15 42 400 4
split_gain=0.234727 0.215765 0.215598 0.189975 0.311859 0.164321 0.13559 0.227565 0.137477 0.127042 0.13316 0.115039 0.170451 0.139323 0.159068 0.130472 0.160435 0.0849196
threshold=0.088985000000000022 0.083785000000000012 -0.086219999999999977 -0.054924999999999995 0.11728000000000001 0.085495000000000015 -0.066944999999999991 -0.008624999999999999 -0.080659999999999996 -0.0067649999999999993 0.11178000000000002 -0.040879999999999993 -0.16927999999999996 -0.0065299999999999993 -0.040804999999999994 0.10059500000000002 -0.016164999999999995 0.058330000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -5 -8 -9 -4 11 12 -11 15 17 16 -13 -15
right_child=1 -3 9 4 -6 -7 7 8 -10 10 -12 13 -14 14 -16 -17 -18 -19
leaf_value=0.014301877602823218 -0.0069083048415612769 -0.0059408718816725496 0.012820128313320833 0.0093668962884807163 0.01510287598285957 0.0084842520230189317 -0.0069199566423101197 -0.0036774464920105495 0.0035802309960286118 0.0023180810968562301 -0.0025026521088040593 0.0088148977422939177 0.015083656238728 0.0073999155059465346 0.013564589093622209 0.010213811875750409 0.0014332315673823738 0.00053761052907486031
leaf_weight=69 56 95 52 52 58 102 99 94 343 52 76 96 70 141 83 66 644 81
leaf_count=69 56 95 52 52 58 102 99 94 343 52 76 96 70 141 83 66 644 81
internal_value=0 0.00163811 0.00511202 0.00253587 0.00324532 0.00224599 0.00116079 0.000361325 0.00201497 0.00464479 0.00431865 0.00474056 0.00965732 0.00419903 0.00726685 0.0030359 0.00239328 0.00490419
internal_weight=0 899 1430 804 748 690 588 536 437 1361 1309 1233 122 1111 305 806 740 222
internal_count=2329 899 1430 804 748 690 588 536 437 1361 1309 1233 122 1111 305 806 740 222
is_linear=0
shrinkage=0.16829


Tree=5579
num_leaves=15
num_cat=0
split_feature=2 15 0 52 2 52 1454 1 12 0 0 42 3 12
split_gain=0.277501 0.357316 0.3365 0.265805 0.217058 0.357207 0.158837 0.153131 0.105787 0.228125 0.153066 0.284911 0.15269 0.0764998
threshold=0.11866500000000001 -0.025694999999999999 -0.11912999999999999 -0.05670999999999999 -1.0000000180025095e-35 -0.023474999999999996 0.079885000000000012 0.11859500000000002 -0.09168999999999998 0.12436000000000001 -0.076539999999999983 0.085495000000000015 -0.12077499999999998 0.087215000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 7 8 -6 10 12 -12 -10 -8
right_child=1 -3 3 -5 6 -7 13 -9 9 -11 11 -13 -14 -15
leaf_value=-0.013136983493262569 0.012778801587226404 -0.012350636832630307 0.0050585550668336247 -0.008998439767222699 -0.0034663440138152108 0.0038022186201476398 0.014983426145137882 0.012761824291020067 0.01112579434348172 0.014559267215064203 0.0048181097033650972 -0.0047367023335599927 0.0038832951052468431 0.0060302778284362733
leaf_weight=55 56 69 71 82 57 98 55 54 89 55 193 163 1177 55
leaf_count=55 56 69 71 82 57 98 55 54 89 55 193 163 1177 55
internal_value=0 -0.00184712 0.00161195 -0.00246352 0.00381472 -0.00227529 0.00430659 0.00392313 0.00364684 0.00388968 0.00352678 0.000438247 0.00439386 0.0105232
internal_weight=0 278 209 153 2051 153 1898 1788 1734 1677 1622 356 1266 110
internal_count=2329 278 209 153 2051 153 1898 1788 1734 1677 1622 356 1266 110
is_linear=0
shrinkage=0.16829


Tree=5580
num_leaves=20
num_cat=0
split_feature=15 159 16 10 13 16 3 52 157 2 52 15 15 15 0 0 1429 43 15
split_gain=0.347462 0.26034 0.243657 0.494891 0.322309 0.23241 0.241699 0.227619 0.171335 0.537939 0.226203 0.282516 0.300743 0.228935 0.306678 0.19758 0.144496 0.129099 0.117199
threshold=-0.26826999999999995 0.095130000000000006 -0.43370499999999995 -0.010699999999999999 -0.097984999999999989 -0.11364999999999999 -0.081694999999999976 0.038145000000000005 -0.065184999999999979 0.084825000000000025 0.10096500000000001 -0.070049999999999987 0.08919500000000001 -0.094514999999999988 -0.10023499999999998 -0.088884999999999978 0.084545000000000009 -0.00076499999999999995 -0.10436999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -5 -8 9 -7 13 -12 -13 18 -15 -11 -17 -6 -10
right_child=2 -3 3 5 17 8 7 -9 10 15 11 12 -14 14 -16 16 -18 -19 -20
leaf_value=-0.010398134015139598 -0.014127022391837746 0.0029130301649006015 0.019154805910440664 0.017865265270368948 0.0071305517012797536 -0.014824859591746608 0.011587050978285099 -0.0037279491718852594 0.0021259464244346542 -0.0055925607384115202 0.010087622145604958 -0.013142341964070435 0.00021704363695895727 0.014299882664278476 0.0041530501426643518 0.0013768930030054413 0.011309610854034939 -0.0042019208759654899 -0.0073330580711448269
leaf_weight=102 53 70 55 57 60 65 58 52 86 63 52 67 165 93 929 103 70 54 65
leaf_count=102 53 70 55 57 60 65 58 52 86 63 52 67 165 93 929 103 70 54 65
internal_value=0 -0.00497035 0.0028874 0.00340851 -0.00328026 0.00295768 0.00896117 0.0043309 0.00238636 -0.00126464 0.00314185 -0.0011147 -0.00363331 0.00417396 0.00507815 0.00246255 0.0054063 0.00174678 -0.00193391
internal_weight=0 172 2147 1980 167 1925 167 110 1758 301 1457 284 232 1173 1022 236 173 114 151
internal_count=2319 172 2147 1980 167 1925 167 110 1758 301 1457 284 232 1173 1022 236 173 114 151
is_linear=0
shrinkage=0.16829


Tree=5581
num_leaves=24
num_cat=0
split_feature=2 30 2 2 12 2 12 16 12 402 51 16 43 150 16 47 15 43 13 15 13 15 2
split_gain=8.08496 3.48811 1.7545 1.54625 1.14312 0.972995 1.3747 0.500241 0.310591 0.388532 0.291982 0.231972 0.271735 0.223683 0.265576 0.218561 0.196636 0.209153 0.187117 0.183977 0.166306 0.0806024 0.0305881
threshold=0.11366500000000002 0.086430000000000021 0.17000000000000001 -0.14400499999999997 0.090135000000000007 0.093365000000000017 -1.0000000180025095e-35 0.40052000000000004 0.089625000000000024 0.0064150000000000014 -0.092879999999999976 -0.11010999999999999 -0.015804999999999996 0.086730000000000015 -0.090639999999999984 0.085270000000000026 0.090725000000000014 -0.03750499999999999 -0.085764999999999994 -0.084629999999999997 -0.048839999999999995 -0.081479999999999983 0.13106000000000004
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=1 3 4 -1 19 8 -7 -6 9 13 -8 -12 -13 14 -5 16 20 -18 -11 22 -10 -17 -2
right_child=2 -3 -4 5 7 6 10 -9 15 18 11 12 -14 -15 -16 21 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00051012057761718323 0.00041187936260253223 0.00021560213437138602 -4.5324145371149609e-05 0.0012790473166261224 0.00067986011180465203 0.00055550029925306862 0.0012219998886525709 0.0010877447205975392 0.0013200617298275502 0.0011885079093509339 0.0011470244838506277 0.0010564575006820872 0.00084366970914082735 0.00098670879538511214 0.0011220496320949636 0.001019454626888677 0.00086923930717615621 0.0011202577941774837 0.0014521402887155833 0.00056676785521801005 0.0011043194654283327 0.00083082990591711351 0.00029954668995701159
leaf_weight=53 53 54 52 159 91 78 75 52 59 54 83 127 141 96 500 53 67 84 71 72 131 53 61
leaf_count=53 53 54 52 159 91 78 75 52 59 54 83 127 141 96 500 53 67 84 71 72 131 53 61
internal_value=0 0.00104331 0.000517292 0.00106702 0.000606323 0.00108312 0.000959227 0.000828428 0.00113015 0.00116652 0.00103307 0.000992596 0.000944637 0.001138 0.00115998 0.00105846 0.00109969 0.00100911 0.00133853 0.000435375 0.0011715 0.000925475 0.000352081
internal_weight=0 1938 381 1884 329 1831 504 143 1327 880 426 351 268 755 659 447 341 151 125 186 190 106 114
internal_count=2319 1938 381 1884 329 1831 504 143 1327 880 426 351 268 755 659 447 341 151 125 186 190 106 114
is_linear=0
shrinkage=0.0032998


Tree=5582
num_leaves=23
num_cat=0
split_feature=4 150 157 0 13 15 0 1 1212 403 130 51 1204 475 481 483 15 1 1212 15 15 0
split_gain=0.333083 0.220755 0.174473 0.332377 0.169229 0.223389 0.394476 0.163967 0.154416 0.234086 0.144655 0.177619 0.14478 0.128913 0.127005 0.16446 0.126758 0.207257 0.112551 0.104116 0.100345 0.046014
threshold=0.25472500000000003 0.096430000000000002 -0.065184999999999979 -0.10185499999999999 -0.15714499999999998 -0.45726999999999995 -0.10946999999999998 0.08845500000000002 0.030370000000000005 -0.085534999999999986 -0.050984999999999996 -0.039729999999999994 -0.077669999999999989 -0.084699999999999984 -0.052634999999999994 0.091400000000000009 -0.074959999999999985 0.091055000000000011 0.090465000000000018 -0.068639999999999993 0.088520000000000015 -0.026509999999999995
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 4 3 -1 -2 -6 -7 13 10 18 -4 16 -13 -5 -14 -16 -12 -18 -10 -15 -11 -19
right_child=1 -3 8 7 5 6 -8 -9 9 20 11 12 14 19 15 -17 17 21 -20 -21 -22 -23
leaf_value=-0.012195335374079574 0.0032314079110015849 0.0068588777778758091 0.010285406387650867 -0.0010435059930127587 -0.0001114813535457454 -0.0022251671997178288 -0.022336124797396717 -0.0041107228565031911 0.018518497419090989 0.0083096384526056798 0.014062518232343342 -0.0064563840226774839 -0.0037607430850859756 0.0027312657975941349 0.0025156656251702891 0.011483555770808975 -0.00085372520199732517 0.01361605275080573 0.0079905730891484499 0.012711719014862817 -0.00083584093537512904 0.0065067505999179603
leaf_weight=54 57 57 83 64 75 57 54 79 61 61 57 53 83 54 912 62 91 53 56 67 76 53
leaf_count=54 57 57 83 64 75 57 54 79 61 61 57 53 83 54 912 62 91 53 56 67 76 53
internal_value=0 -0.002554 0.00345268 -0.000160082 -0.00476935 -0.00723086 -0.0120251 0.00229487 0.00412914 0.00796166 0.00345515 0.00303821 0.00211724 0.00503994 0.00254884 0.00308836 0.00705583 0.00501939 0.0134948 0.00827248 0.00322312 0.0100784
internal_weight=0 300 2019 318 243 186 111 264 1701 254 1447 1364 1110 185 1057 974 254 197 117 121 137 106
internal_count=2319 300 2019 318 243 186 111 264 1701 254 1447 1364 1110 185 1057 974 254 197 117 121 137 106
is_linear=0
shrinkage=0.16829


Tree=5583
num_leaves=21
num_cat=0
split_feature=4 39 13 14 11 48 52 52 4 13 52 4 13 43 43 11 13 1212 4 43
split_gain=13.7326 4.2931 1.72987 1.68351 1.50965 1.04971 0.771748 0.666197 0.692901 0.651174 0.381914 0.30271 0.298423 0.266999 0.259454 0.245463 0.24535 0.231481 0.126633 0.0367
threshold=0.30163500000000004 0.081875000000000017 -0.16392499999999996 -0.41790499999999997 0.075910000000000019 0.092265000000000014 -0.034054999999999995 -0.42890999999999996 0.0082450000000000006 -0.018704999999999996 -0.0065299999999999993 0.046720000000000005 -0.07150999999999999 -0.082894999999999983 -0.081694999999999976 0.085630000000000026 -0.067389999999999992 0.058525000000000008 -0.041264999999999989 -0.081164999999999987
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 2 -1 -2 6 14 7 18 9 -9 13 17 -5 -8 -3 -6 -13 -12 -4 -20
right_child=3 5 4 12 15 -7 10 8 -10 -11 11 16 -14 -15 -16 -17 -18 -19 19 -21
leaf_value=0.00069959279644876118 0.00083158976904536156 0.00069048757444696118 0.0013936743323142249 5.187086564975447e-05 0.0017522106953064701 0.00028927457449298081 0.0012518401216108448 0.0012641636711387759 0.00065832750458211416 0.00092539226797976894 0.001216926294787509 0.0012399289067945519 0.00031533305521247402 0.0015353694169056903 0.0010062821636076451 0.0014502968677250483 0.00098043147927602894 0.0013450383090051518 0.0012547994763413501 0.0011232984744147189
leaf_weight=71 57 61 53 94 52 56 71 108 55 148 707 71 94 79 55 74 96 205 58 54
leaf_count=71 57 61 53 94 52 56 71 108 55 148 707 71 94 79 55 74 96 205 58 54
internal_value=0 0.00116094 0.00120611 0.000334646 0.00122574 0.000661251 0.00119989 0.0010865 0.000996033 0.00106845 0.00124378 0.00122184 0.000183789 0.0014014 0.000840521 0.00157518 0.00109097 0.00124576 0.0012568 0.00119171
internal_weight=0 2074 1902 245 1831 172 1705 476 311 256 1229 1079 188 150 116 126 167 912 165 112
internal_count=2319 2074 1902 245 1831 172 1705 476 311 256 1229 1079 188 150 116 126 167 912 165 112
is_linear=0
shrinkage=0.0032998


Tree=5584
num_leaves=12
num_cat=0
split_feature=2 41 49 12 12 11 1 402 0 403 12
split_gain=0.421058 0.234808 0.20645 0.268492 0.174629 0.437601 0.275861 0.268765 0.237346 0.0978265 0.102978
threshold=0.17000000000000001 0.083525000000000016 0.14255500000000002 0.11999500000000002 0.092495000000000008 0.075910000000000019 0.10828500000000001 0.10874500000000002 -0.037224999999999994 -0.43469499999999994 0.093595000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 9 8 -1 -6 -11
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10 10 -12
leaf_value=0.0028184025820078636 -0.011890705261307982 -0.0058315452091052267 -0.0048713393662481322 0.014538207831460618 -0.0039110340299883754 0.018747671875069337 -0.0087845163223578097 0.01529567310517429 0.010005173162594902 -0.0033593453188704909 0.0044114660068772559
leaf_weight=1220 52 75 76 67 58 60 69 58 146 55 383
leaf_count=1220 52 75 76 67 58 60 69 58 146 55 383
internal_value=0 0.00341841 0.00373572 0.00404571 0.00370174 0.00466079 0.00117959 0.00406598 0.00358785 0.00256934 0.00343158
internal_weight=0 2267 2192 2116 2049 1484 565 1424 1366 496 438
internal_count=2319 2267 2192 2116 2049 1484 565 1424 1366 496 438
is_linear=0
shrinkage=0.16829


Tree=5585
num_leaves=23
num_cat=0
split_feature=1 16 3 1 3 12 12 14 1 16 16 16 132 16 393 158 50 15 15 1 16 16
split_gain=11.7825 2.25112 1.90035 1.49934 1.31446 0.817732 0.43881 0.408948 0.358894 0.29576 0.285701 0.274704 0.266408 0.244829 0.239666 0.2136 0.175147 0.276753 0.217603 0.14968 0.142351 0.127614
threshold=0.11230000000000001 -0.42618999999999996 -0.072579999999999992 0.096035000000000023 -0.06340999999999998 -1.0000000180025095e-35 0.096265000000000003 0.076175000000000007 0.12337000000000002 -0.039889999999999988 -0.11010999999999999 0.029300000000000003 0.089365000000000014 -0.065564999999999984 0.083525000000000016 0.10046000000000001 1.0000000180025095e-35 0.091230000000000019 -0.040804999999999994 0.13475500000000004 0.0023100000000000004 -0.076489999999999989
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 19 7 6 -3 -5 9 12 -6 10 -4 -11 14 -10 15 16 18 -18 -1 -2 -8 -14
right_child=1 4 3 5 8 -7 20 -9 13 11 -12 -13 21 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0012563377074733262 0.00039827067135586342 0.0012128846676850234 0.0014352241892626786 0.00067591220992309548 0.00091470015161115306 0.001132587402863753 0.0012155546760304586 0.0016772117715809416 0.00075966998290871084 0.0016683400303597474 0.001100110918327706 0.0013311162441424769 0.0013379533448091225 0.00046222385362212708 0.0015683217225279738 0.0015401427880015201 0.0014929981947226052 0.0012254317712384649 0.0013773356034265031 0.00014986065666450639 0.00099225311302510535 0.0011113802540426618
leaf_weight=235 55 76 52 86 56 86 88 53 55 53 63 56 57 69 82 88 224 54 593 52 52 58
leaf_count=235 55 76 52 86 56 86 88 53 55 53 63 56 57 69 82 88 224 54 593 52 52 58
internal_value=0 0.000680307 0.00132723 0.00115904 0.000848373 0.000904455 0.00127925 0.00138964 0.000694272 0.00137058 0.00125195 0.00149541 0.00137866 0.00059444 0.00139257 0.00138047 0.00136773 0.00144115 0.00134304 0.000277877 0.00113287 0.00122399
internal_weight=0 363 1980 536 256 172 364 1444 180 224 115 109 1391 124 1276 1194 1106 278 828 107 140 115
internal_count=2343 363 1980 536 256 172 364 1444 180 224 115 109 1391 124 1276 1194 1106 278 828 107 140 115
is_linear=0
shrinkage=0.0032998


Tree=5586
num_leaves=23
num_cat=0
split_feature=4 12 13 2 13 150 12 48 41 4 4 16 2 16 0 4 16 2 2 12 0 403
split_gain=41.4773 15.5267 8.12085 4.00653 3.22663 2.54311 1.75684 1.40482 1.31717 1.17603 1.0542 1.1422 0.693107 0.520346 0.459073 0.348792 0.337767 0.28947 0.265149 0.211366 0.0882685 0.0836274
threshold=0.30163500000000004 0.054520000000000006 -0.00038499999999999998 0.12611000000000003 -0.0074049999999999993 0.087000000000000008 0.094435000000000005 0.087470000000000006 0.075585000000000013 -0.14538499999999996 0.0099250000000000015 0.19578000000000004 0.096120000000000025 0.26538000000000006 -0.079119999999999982 0.0053900000000000016 -0.48186499999999993 0.09167500000000002 0.083815000000000014 0.10090500000000001 -0.072864999999999985 -0.072134999999999991
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 2 5 6 16 7 8 -1 13 -4 11 14 -11 15 -8 18 -2 -17 -3 -12 -6 -16
right_child=4 3 9 -5 20 -7 10 -9 -10 12 19 -13 -14 -15 21 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0012334536646503907 0.00019818248611388591 0.0021343848596098109 0.001960218670335048 0.0010584801508730988 0.00088829891515286065 0.00013979722796732223 0.0021885255939525527 0.00056549440715614565 0.0025325555224417215 0.0016640544967473213 0.0016725228798723122 0.0015439749397421069 0.0011975905265520822 0.0017189845249358615 0.0020073978806749979 0.0017081987071033776 -0.00012574279600002238 0.0020280271539413188 0.0020067767080742668 0.0013853166013483931 0.00069054600122073412 0.0018384125406719237
leaf_weight=87 65 263 84 56 52 56 85 57 54 83 53 85 61 68 52 69 76 60 637 65 52 123
leaf_count=87 65 263 84 56 52 56 85 57 54 83 53 85 61 68 52 69 76 60 637 65 52 123
internal_value=0 0.00178381 0.00122284 0.00192755 0.000348819 0.000737214 0.00195769 0.000969298 0.00202696 0.00164868 0.00178539 0.00187791 0.0014667 0.00200204 0.00198694 0.00202071 2.33346e-05 0.00185723 0.00204411 0.00151461 0.000789761 0.00188883
internal_weight=0 2098 428 1670 245 200 1614 144 1151 228 463 345 144 1097 260 1029 141 129 900 118 104 175
internal_count=2343 2098 428 1670 245 200 1614 144 1151 228 463 345 144 1097 260 1029 141 129 900 118 104 175
is_linear=0
shrinkage=0.0032998


Tree=5587
num_leaves=23
num_cat=0
split_feature=1 3 4 1 4 11 12 16 52 16 3 4 4 15 4 403 4 16 12 133 133 4
split_gain=21.1675 4.54607 2.04946 1.71284 1.64213 1.04046 0.998054 0.800992 1.22104 0.796532 0.754532 0.595259 0.652355 0.527128 0.36646 0.283289 0.271451 0.20644 0.183504 0.180617 0.0921353 0.0578225
threshold=0.10141500000000002 -0.055389999999999988 0.098655000000000007 0.11663000000000003 0.043850000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.26987499999999992 -0.064819999999999989 0.022165000000000004 0.083605000000000013 -0.49432999999999994 -0.070229999999999987 -0.11055 0.0051600000000000005 -0.53317999999999988 -0.039459999999999995 0.26676500000000009 0.083715000000000026 0.09389500000000002 -1.0000000180025095e-35 -0.026269999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 16 6 5 9 -3 -5 -9 10 14 -11 -13 -6 15 -1 -2 21 -17 20 -15 -14
right_child=1 3 -4 7 13 -7 -8 8 -10 11 -12 12 17 19 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=0.0018221863524087805 0.0020505182584215848 0.0010081474061410926 0.0012211425762892363 0.0005844726666678218 0.0019950247815141227 0.0023428449465301582 0.0015381984469946758 0.00062800063463449359 0.001293203526232083 0.0021299372905255413 0.0016341921809972164 0.0014108772297870122 0.0018421771362640679 0.0015869648197219949 0.0017611783363580193 0.0022047091521912366 0.0017348142002225546 0.0016778417901081701 0.0020459411424720089 0.0014630426273486113 0.0017678343018940987 0.002012954241468079
leaf_weight=60 61 78 84 92 56 91 78 55 67 53 55 52 52 59 53 94 63 59 891 55 82 53
leaf_count=60 61 78 84 92 56 91 78 55 67 53 55 52 52 59 53 94 63 59 891 55 82 53
internal_value=0 0.0012297 0.00162029 0.00101003 0.00195747 0.00199868 0.0012734 0.000817881 0.000993606 0.00197663 0.00201463 0.00181363 0.00173585 0.00170987 0.00203366 0.00204744 0.0018904 0.00183868 0.00206113 0.00162822 0.0016924 0.00192871
internal_weight=0 578 208 370 1765 1513 156 214 122 1422 1153 269 216 252 1098 1045 124 164 985 196 141 105
internal_count=2343 578 208 370 1765 1513 156 214 122 1422 1153 269 216 252 1098 1045 124 164 985 196 141 105
is_linear=0
shrinkage=0.0032998


Tree=5588
num_leaves=17
num_cat=0
split_feature=1 11 2 13 12 475 1 393 159 1 1 2 42 13 13 159
split_gain=0.446423 0.33476 0.334599 0.231468 0.323797 0.221068 0.198033 0.192116 0.136676 0.151424 0.246564 0.172872 0.122602 0.0897379 0.099452 0.0348142
threshold=0.11481500000000001 0.077415000000000012 0.097145000000000023 -0.099939999999999987 -1.0000000180025095e-35 -0.088274999999999978 0.13840500000000003 0.10358500000000001 0.0055900000000000004 0.10797500000000002 0.10141500000000002 0.083815000000000014 0.09087000000000002 -0.085719999999999977 -0.055129999999999992 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2 8 9 10 11 -7 -6 -10 -15 -16
right_child=3 2 -4 4 12 7 -8 -9 13 -11 -12 -13 -14 14 15 -17
leaf_value=-0.0016659911321768325 -0.012053384356553823 0.02497813301400147 0.0086269306640134394 -0.002591371807001819 0.014936968951258463 0.010904759988641171 0.0026116673684641383 0.018213377945413039 0.0067541435551934838 0.015253777317700308 -0.001788590323660712 0.0064407329234176906 0.0044133348823063717 0.018548713682987439 0.013501723319268676 0.0077049572777200745
leaf_weight=65 52 68 75 94 73 328 52 54 82 66 85 1001 56 70 59 63
leaf_count=65 52 68 75 94 73 328 52 54 82 66 85 1001 56 70 59 63
internal_value=0 0.00855469 0.0164149 0.001844 0.00490564 0.00795362 -0.00470358 0.00830045 0.00799424 0.00735166 0.00698155 0.00754382 0.0103825 0.0114586 0.0134584 0.010523
internal_weight=0 2016 143 327 223 1873 104 1808 1754 1480 1414 1329 129 274 192 122
internal_count=2343 2016 143 327 223 1873 104 1808 1754 1480 1414 1329 129 274 192 122
is_linear=0
shrinkage=0.16829


Tree=5589
num_leaves=12
num_cat=0
split_feature=3 9 9 14 47 47 42 43 1446 43 42
split_gain=0.288098 0.245381 0.168614 0.175611 0.175027 0.152732 0.127998 0.240206 0.161893 0.0992622 0.0456808
threshold=0.30112000000000005 0.081890000000000004 -1.0000000180025095e-35 -0.10708499999999999 0.094825000000000007 0.081320000000000017 0.095650000000000013 -0.07027499999999999 0.088500000000000009 -1.0000000180025095e-35 0.08648500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 -5 10 -6
right_child=-2 -3 3 4 9 -7 7 -9 -10 -11 -12
leaf_value=-0.0025642791704678014 -0.0024414522486098243 0.017555735679208467 0.015058598252478584 0.0068798702229732177 0.00812770191187576 0.014967722126091329 -0.0053224206763312215 0.0060355925904256686 0.015031235834444436 -0.0035269445769290984 0.0019350323199076973
leaf_weight=57 101 58 69 1407 55 65 68 233 73 67 90
leaf_count=57 101 58 69 1407 55 65 68 233 73 67 90
internal_value=0 0.00673403 0.00644582 0.00668812 0.0064066 0.00693289 0.00663864 0.00346369 0.00728314 0.00181543 0.00429637
internal_weight=0 2242 2184 2127 2058 1846 1781 301 1480 212 145
internal_count=2343 2242 2184 2127 2058 1846 1781 301 1480 212 145
is_linear=0
shrinkage=0.16829


Tree=5590
num_leaves=25
num_cat=0
split_feature=12 47 49 42 151 159 42 2 3 2 12 3 13 13 47 2 1446 3 1213 43 3 2 1213 3
split_gain=0.351251 0.353524 0.362658 0.310598 0.331438 0.288802 0.280289 0.321098 0.275671 0.268167 0.19024 0.189231 0.177131 0.178242 0.138497 0.116447 0.100853 0.157805 0.0927256 0.0908718 0.219642 0.218918 0.0853632 0.0568823
threshold=0.084115000000000009 0.077555000000000013 -0.05529499999999999 0.094095000000000012 -0.083134999999999987 0.082585000000000006 0.10192000000000002 0.097220000000000015 -0.012374999999999999 0.099325000000000011 0.094410000000000008 0.011825000000000002 -0.09547499999999999 -0.087394999999999987 0.11402500000000002 0.11084500000000001 0.037915000000000011 -0.072419999999999984 -0.023164999999999995 -0.0084099999999999991 -0.083344999999999989 0.11177500000000001 0.087385000000000004 -0.0044449999999999993
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 2 23 4 -4 8 7 12 -6 -10 -8 -7 -2 18 -3 -12 17 22 -14 20 -9 -21 -15 -1
right_child=6 14 3 -5 5 11 10 19 9 -11 15 -13 13 16 -16 -17 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0026208339507629739 0.014066003367786181 0.011976627332182107 0.0046063921265752563 0.00740472097419889 -0.0040605743861472322 -0.0073898307262098371 0.019069508224034529 -0.0055906964533922006 -0.024298146580645615 -0.0085541487497230138 0.0040318924047836741 0.0065207943302300047 -0.0064110459736755297 0.0054253100122973975 0.0012386528531772324 0.013630439485931406 0.011247763096858715 -0.0036006274019449364 0.0034921707091669779 0.001688784335310859 0.0074472395600010234 -0.011257219808916391 0.012079685081712933 0.0095760191482273833
leaf_weight=58 68 97 85 69 101 53 59 59 58 66 93 58 52 672 53 59 92 52 55 96 96 60 60 81
leaf_count=58 68 97 85 69 101 53 59 59 58 66 93 58 52 672 53 59 92 52 55 96 96 60 60 81
internal_value=0 0.000851952 -0.000896202 -0.00305096 -0.00476887 -0.00714593 0.00522464 0.00433825 -0.0106115 -0.0159328 0.0109377 -0.00010503 0.00574398 0.00516647 0.00819452 0.00776946 0.00595884 0.00533591 -0.00130382 -0.000406526 0.00247282 -0.00327893 0.00597321 0.00668678
internal_weight=0 779 629 490 421 336 1573 1362 225 124 211 111 1051 983 150 152 876 784 107 311 155 156 732 139
internal_count=2352 779 629 490 421 336 1573 1362 225 124 211 111 1051 983 150 152 876 784 107 311 155 156 732 139
is_linear=0
shrinkage=0.16829


Tree=5591
num_leaves=25
num_cat=0
split_feature=1 3 4 3 3 14 4 1 155 4 4 13 12 13 474 16 4 43 1 16 13 1 13 4
split_gain=19.0547 4.43955 2.08226 1.279 1.72548 0.956811 0.891995 0.828086 0.541241 0.497457 1.18461 0.375003 0.332271 0.27253 0.459848 0.30771 0.292368 0.275451 0.265931 0.230012 0.191359 0.166072 0.109719 0.244262
threshold=0.10141500000000002 -0.036004999999999988 0.36766000000000004 0.30112000000000005 0.077930000000000013 0.062655000000000016 0.014585000000000002 0.083555000000000018 0.10158500000000002 -0.13833499999999996 -0.49432999999999994 -0.075679999999999983 0.097060000000000021 -0.00038499999999999998 0.084660000000000027 -0.012149999999999999 -0.017574999999999997 -0.16802999999999998 0.11570500000000002 -0.11777499999999998 -0.082804999999999976 0.089370000000000019 0.056910000000000009 -0.019794999999999997
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=5 2 8 4 11 6 9 12 18 10 -1 -3 19 14 15 21 -17 -15 -2 -8 -16 -11 23 -19
right_child=1 3 -4 -5 -6 -7 7 -9 -10 13 -12 -13 -14 17 20 16 -18 22 -20 -21 -22 -23 -24 -25
leaf_value=0.0015530342443610499 0.0013445150595504307 0.00065202287248435813 0.00063984839514878754 0.00021416343897624719 0.0009945121525785723 0.0018481292742071912 0.0015534375980608222 0.00088587184409896433 0.0015888768926467036 0.0015512400848375347 0.00089478367344534367 0.00031161492815240881 0.0011579764033581446 0.0015682983344165184 0.0015823044333618537 0.0012784228570879709 0.0015014086064257155 0.0015093254659616048 0.0010225984769660463 0.0012805333491178194 0.0018442051041577103 0.0014091099259797004 0.0011970800546808799 0.0012177535182569337
leaf_weight=69 58 56 71 99 100 65 86 52 54 541 53 97 67 72 72 131 133 72 57 59 58 115 56 59
leaf_count=69 58 56 71 99 100 65 86 52 54 541 53 97 67 72 72 131 133 72 57 59 58 115 56 59
internal_value=0 0.000768815 0.00111502 0.000532668 0.00065716 0.00145333 0.00143817 0.00126099 0.00131444 0.00147083 0.00126736 0.000436439 0.00135284 0.00148977 0.00151381 0.00148754 0.00139089 0.0013922 0.00118526 0.00144264 0.00169942 0.00152638 0.0013242 0.00137828
internal_weight=0 592 240 352 253 1760 1695 264 169 1431 122 153 212 1309 1050 920 264 259 115 145 130 656 187 131
internal_count=2352 592 240 352 253 1760 1695 264 169 1431 122 153 212 1309 1050 920 264 259 115 145 130 656 187 131
is_linear=0
shrinkage=0.0032998


Tree=5592
num_leaves=23
num_cat=0
split_feature=12 12 13 12 3 42 2 40 12 156 3 3 16 3 3 483 13 13 16 156 124 13
split_gain=0.286069 0.266285 0.295744 0.193811 0.191868 0.18691 0.233809 0.17234 0.233493 0.158596 0.156607 0.150237 0.116982 0.229512 0.176562 0.109832 0.122184 0.109495 0.125603 0.115275 0.0848211 0.0618975
threshold=0.083970000000000017 0.083425000000000013 0.078685000000000019 -0.14718499999999998 -0.08095999999999999 0.10192000000000002 0.097220000000000015 -0.068949999999999997 -0.011819999999999999 0.090170000000000014 -0.082334999999999978 -0.14162499999999997 0.62487500000000018 -0.10175499999999998 -0.076254999999999989 -0.03601999999999999 -0.095029999999999989 -0.086574999999999985 -0.088504999999999986 0.089090000000000016 -0.083859999999999976 -0.065674999999999983
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 2 3 -1 -5 6 11 20 -9 -10 -7 -2 13 -8 -15 -13 -17 18 -18 -19 -6 -12
right_child=5 -3 -4 4 7 10 12 8 9 -11 21 15 -14 14 -16 16 17 19 -20 -21 -22 -23
leaf_value=0.012343845203362248 0.014315991486954798 -0.009112538563073494 -0.0096797086446600497 0.0095315994072016942 0.0017164842374211941 0.018139971111306656 -0.010053917829219185 -0.0091874067542231253 -0.0007033016169144602 0.0094377035094017694 0.011631004468050165 0.011542602071917251 0.0078467919878241459 0.0067887860545278612 -0.0032331319606230076 0.012777598090871549 0.0062311529283960851 0.0045830660480430533 -0.0044135049289944304 0.012123417506527094 0.0098419427092823492 0.0047713382674563574
leaf_weight=62 57 62 53 91 71 52 59 76 211 55 62 77 53 102 97 53 53 693 77 63 76 97
leaf_count=62 57 62 53 91 71 52 59 76 211 55 62 77 53 102 97 53 53 693 77 63 76 97
internal_value=0 0.00144912 0.0023939 0.00339343 0.00243356 0.00542545 0.00471169 0.00110898 -0.000957795 0.00138677 0.0100986 0.00588951 0.000642266 -0.000830771 0.0018947 0.00541499 0.0049106 0.00443798 -5.99398e-05 0.00521381 0.00592962 0.00745748
internal_weight=0 757 695 642 580 1595 1384 489 342 266 211 1073 311 258 199 1016 939 886 130 756 147 159
internal_count=2352 757 695 642 580 1595 1384 489 342 266 211 1073 311 258 199 1016 939 886 130 756 147 159
is_linear=0
shrinkage=0.16829


Tree=5593
num_leaves=21
num_cat=0
split_feature=1 3 1 1 3 0 49 16 0 1 16 157 43 0 3 1213 49 0 3 3
split_gain=16.8693 4.99766 1.80177 1.36855 0.955504 0.936571 0.658761 0.600153 0.415111 0.598094 0.536188 0.741858 0.318363 0.313455 0.29136 0.202727 0.204902 0.221947 0.183239 0.178883
threshold=0.10141500000000002 -0.031844999999999991 0.13554500000000003 0.12180500000000001 -0.088534999999999989 -0.22384499999999996 -0.05529499999999999 -0.019749999999999993 -0.068484999999999976 0.096325000000000008 0.081265000000000018 -1.0000000180025095e-35 -0.035884999999999993 -0.14910999999999999 0.30835000000000007 0.12389500000000002 -0.081919999999999979 -0.10120999999999998 -0.074479999999999977 0.11191000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 4 -2 -1 -3 19 9 13 12 -12 -10 -7 -4 16 -15 -18 -13 -8
right_child=1 2 14 -5 -6 8 7 -9 10 -11 11 18 -14 15 -16 -17 17 -19 -20 -21
leaf_value=0.0011440991023546011 0.0012213721983121084 0.0011056513037007308 0.00050905571016117196 0.00087657158589900328 0.0017069820745139893 0.0018803013743638216 0.00073264525763233634 0.00043324840155682372 0.0011026497620640653 0.0012826029543051168 0.0019176896332137856 0.001563584534567177 0.0014610592014750875 0.0018107298160987169 0.00016902746311674732 0.0017946642114082564 0.0014490722510877615 0.0016101781968942594 0.0012902934577801483 0.00099954207140328126
leaf_weight=54 99 71 52 64 81 52 59 53 53 59 52 61 58 53 59 68 107 1091 52 54
leaf_count=54 99 71 52 64 81 52 59 53 53 59 52 61 58 53 59 68 107 1091 52 54
internal_value=0 0.000930189 0.000676105 0.00129243 0.00144009 0.00157429 0.000838694 0.000724301 0.00158789 0.00161076 0.00146926 0.00158948 0.00129024 0.00162486 0.000328637 0.00161476 0.00160495 0.00159582 0.00143813 0.000860501
internal_weight=0 592 348 244 180 1760 237 166 1706 1430 276 165 111 1371 111 1319 1251 1198 113 113
internal_count=2352 592 348 244 180 1760 237 166 1706 1430 276 165 111 1371 111 1319 1251 1198 113 113
is_linear=0
shrinkage=0.0032998


Tree=5594
num_leaves=20
num_cat=0
split_feature=4 3 3 4 3 2 11 15 15 49 43 15 2 3 3 15 50 50 52
split_gain=19.7531 7.3387 2.78855 2.00956 1.24117 1.22497 1.42149 1.01206 1.81193 1.0022 0.446881 0.397496 0.379206 0.329681 0.403215 0.278832 0.229435 0.376788 0.218997
threshold=0.30163500000000004 0.30112000000000005 -0.065974999999999992 -0.37626499999999991 0.20828500000000003 0.10124000000000001 1.0000000180025095e-35 0.016500000000000004 -0.035449999999999988 -0.0086549999999999978 -0.084549999999999986 0.101705 0.10272000000000002 -0.020014999999999995 0.045635000000000002 -0.03886499999999999 0.077805000000000013 0.091130000000000017 0.080060000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 13 6 11 8 9 -5 -7 16 -11 -2 -15 -12 18 -18 -1
right_child=4 -3 3 7 -6 10 -8 -9 -10 12 15 -13 -14 14 -16 -17 17 -19 -20
leaf_value=0.0016074678467027351 0.00083881894317004745 0.00034096135169302396 0.0018462600360589243 0.0010257787357646631 0.0001226246096688833 0.0011553892939656109 0.002140236165676334 0.0015715449661633991 0.00062708056218470094 0.0016059095838087567 0.0013656523554158517 0.0014657260698514437 0.001276049890767926 0.00037096746460894728 0.00077810252036367568 0.0016355647954312772 0.0019889628341566703 0.0017000171563175855 0.0017153033285613661
leaf_weight=489 94 53 79 95 52 52 73 93 54 86 82 103 71 55 52 91 65 229 384
leaf_count=489 94 53 79 95 52 52 73 93 54 86 82 103 71 55 52 91 65 229 384
internal_value=0 0.0015541 0.0015855 0.00136444 0.000577849 0.00165287 0.00169077 0.00126896 0.00117688 0.00129455 0.00142654 0.0016649 0.00145696 0.000695443 0.000569157 0.00150783 0.00168245 0.00176402 0.00165494
internal_weight=0 2099 2046 478 253 1568 1343 399 306 252 225 1270 157 201 107 173 1167 294 873
internal_count=2352 2099 2046 478 253 1568 1343 399 306 252 225 1270 157 201 107 173 1167 294 873
is_linear=0
shrinkage=0.0032998


Tree=5595
num_leaves=15
num_cat=0
split_feature=1 1 123 16 16 50 12 150 14 403 1 50 15 150
split_gain=17.1736 2.23522 1.59032 1.1384 1.0561 0.876162 0.588142 0.312898 0.574913 0.318348 0.295109 0.269064 0.235691 0.229018
threshold=0.10892500000000001 0.14699000000000004 1.0000000180025095e-35 0.26391000000000003 -0.52595999999999987 0.10883000000000001 0.11628000000000001 0.10980500000000001 0.076975000000000002 -0.53317999999999988 0.12541500000000003 0.083640000000000006 -0.41971499999999995 0.084680000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 -1 10 7 8 9 -6 13 -11 -12 -2
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 11 12 -13 -14 -15
leaf_value=0.0012547849907443048 0.0011110886283230491 0.00040101328814534583 0.0012523372786399571 0.0015000948867973727 0.0015205995786897657 0.0013696318614428037 0.0014434889584509891 0.0014951037385186681 0.0020997424050078037 0.0017306653768916845 0.00093232357118960276 0.0018393374254120375 0.00061633301397259223 0.00084224059904958962
leaf_weight=52 89 64 83 57 69 55 74 54 52 1221 52 328 53 59
leaf_count=52 89 64 83 57 69 55 74 54 52 1221 52 328 53 59
internal_value=0 0.000970716 0.00170075 0.00107051 0.00172085 0.000990897 0.00173431 0.00174677 0.00175489 0.00174378 0.000908424 0.0017537 0.000773159 0.00100415
internal_weight=0 429 1933 365 1850 308 1798 1724 1670 1618 253 1549 105 148
internal_count=2362 429 1933 365 1850 308 1798 1724 1670 1618 253 1549 105 148
is_linear=0
shrinkage=0.0032998


Tree=5596
num_leaves=15
num_cat=0
split_feature=2 2 0 48 48 0 4 2 13 42 484 0 12 48
split_gain=0.610856 0.588726 0.297625 0.221275 0.203426 0.235445 0.234217 0.181063 0.143025 0.110742 0.106789 0.0685046 0.0383177 0.0266841
threshold=0.17000000000000001 -0.10238999999999998 -0.22607999999999998 0.094535000000000022 0.081735000000000016 -0.15385999999999997 -0.0097949999999999982 0.10188000000000001 -0.093039999999999984 0.088020000000000015 0.091180000000000011 -0.078964999999999994 0.084955000000000017 0.10445500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 13 9 -7 -10 -9 -8 -5
right_child=-2 2 3 7 6 8 12 11 10 -11 -12 -13 -14 -15
leaf_value=-0.0090533091064947061 -0.010548054381581658 -0.0011814299371924522 0.017943048055648329 0.0052169007498174243 0.023487263843348587 0.00015119323543638568 0.01315842732275376 -0.006263138564862495 0.0080383021396399461 0.0095051341435278876 0.013920806113209457 0.0023596575488815208 0.0066241947827025936 0.01063135759335463
leaf_weight=60 55 99 69 54 55 112 52 52 1449 53 94 52 53 53
leaf_count=60 55 99 69 54 55 112 52 52 1449 53 94 52 53 53
internal_value=0 0.00738473 0.00782446 0.00824037 0.00880461 0.00828476 0.014567 0.00305209 0.00789353 0.00316668 0.00839783 -0.00193447 0.00987731 0.00791562
internal_weight=0 2307 2247 2148 1937 1777 160 211 1708 165 1543 104 105 107
internal_count=2362 2307 2247 2148 1937 1777 160 211 1708 165 1543 104 105 107
is_linear=0
shrinkage=0.16829


Tree=5597
num_leaves=12
num_cat=0
split_feature=1 2 1204 1210 1375 12 12 43 1 14 3
split_gain=0.493042 0.276576 0.249512 0.281663 0.218907 0.167854 0.224442 0.205928 0.205696 0.147665 0.0899479
threshold=0.14699000000000004 -0.10238999999999998 -0.082449999999999982 -0.079004999999999978 -0.14438999999999999 0.094835000000000017 0.091735000000000025 -0.03750499999999999 0.10871500000000002 -0.072219999999999993 -0.12595999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 9 -8 10 -6 -7
right_child=-2 2 3 4 5 8 7 -9 -10 -11 -12
leaf_value=-0.0056828419051788287 -0.0087630923278805891 0.01539096265197743 -0.0025770389478056905 -0.0038972643084871999 0.013521988907674216 0.012020694524269902 0.0086560469159796538 0.020210960971047735 -0.0036441661727081771 0.0064753447092616677 0.0046898636044786068
leaf_weight=54 64 86 100 55 91 55 111 73 80 1229 364
leaf_count=54 64 86 100 55 91 55 111 73 80 1229 364
internal_value=0 0.00620101 0.00648779 0.00613215 0.00655621 0.00684415 0.00773292 0.0132501 0.00416175 0.0069625 0.00565643
internal_weight=0 2298 2244 2158 2058 2003 1504 184 499 1320 419
internal_count=2362 2298 2244 2158 2058 2003 1504 184 499 1320 419
is_linear=0
shrinkage=0.16829


Tree=5598
num_leaves=21
num_cat=0
split_feature=15 2 12 2 2 12 15 16 2 11 2 16 16 155 16 456 51 403 2 133
split_gain=10.4462 7.84954 3.22916 1.78664 2.69381 1.17431 0.995969 0.924986 0.630127 0.590438 0.522585 0.38351 0.385185 0.380808 0.313677 0.255531 0.30658 0.252938 0.183313 0.125622
threshold=-0.25061999999999995 0.14578500000000003 0.077755000000000005 -0.007134999999999999 0.10803500000000001 0.095175000000000023 -0.42443999999999993 -0.0013749999999999997 0.11225500000000001 1.0000000180025095e-35 0.093565000000000023 -0.14001499999999997 -0.052894999999999991 0.083165000000000003 -0.036039999999999996 0.087225000000000011 -0.088764999999999983 -0.53379499999999991 0.097145000000000023 0.078935000000000019
decision_type=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 -2 7 9 8 10 -1 15 -5 -7 19 18 -6 16 -4 -18 -14 -13
right_child=1 -3 5 4 14 11 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.00045632170892375529 0.00064122915410335583 0.00029320027485258717 0.001296585274920947 0.0014795281682924799 0.00099750513641015215 0.0010712428640487497 0.00019020655692979826 0.0017284182390588795 0.00091085733161759119 0.0017947124617101022 0.0010856078633436268 0.0014068110298110146 0.0013265114428235988 0.0015072065373555633 0.00066105793715585937 0.0016954402211573746 0.0012896122070970438 0.0015308231169197909 0.0011088584539066691 0.0015910341066692915
leaf_weight=57 62 70 76 81 75 52 53 87 81 91 69 91 81 65 52 83 52 905 96 83
leaf_count=57 62 70 76 81 75 52 53 87 81 91 69 91 81 65 52 83 52 905 96 83
internal_value=0 0.00138087 0.00141709 0.00116019 0.00124849 0.00148241 0.000575608 0.0014565 0.00072337 0.00153701 0.00129856 0.0013415 0.0013752 0.00128899 0.000860025 0.00151597 0.00150152 0.00151775 0.00120866 0.00149489
internal_weight=0 2171 2101 426 364 1675 191 237 138 1207 150 468 416 242 127 1116 1033 957 177 174
internal_count=2362 2171 2101 426 364 1675 191 237 138 1207 150 468 416 242 127 1116 1033 957 177 174
is_linear=0
shrinkage=0.0032998


Tree=5599
num_leaves=19
num_cat=0
split_feature=1 10 4 11 4 4 11 0 0 1 0 4 52 13 1203 15 1 15
split_gain=8.12998 1.39148 0.900558 1.02072 0.713937 0.570805 0.492022 0.381285 0.383739 0.328454 0.2799 0.626534 0.242939 0.230954 0.195411 0.190314 0.1204 0.0292238
threshold=0.10892500000000001 -1.0000000180025095e-35 0.27161500000000005 1.0000000180025095e-35 -0.010739999999999998 0.005935000000000001 0.085155000000000022 -0.10891999999999999 -0.095869999999999983 0.12419000000000001 -0.073574999999999988 -0.49432999999999994 -0.034054999999999995 -0.0072499999999999995 0.086445000000000008 -0.41880499999999993 0.11646000000000002 -0.091934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -3 7 -5 -1 -9 16 14 -12 -7 17 -10 -11 -6 -14
right_child=1 4 -4 6 9 12 -8 8 10 15 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0007740443667283945 8.4534546899115486e-05 0.00084627373810686407 0.00057050096376211194 0.0014618470826477312 0.00050859621479718042 0.00068806783246747505 0.0010645196573484199 0.0012866192579379261 0.00101332174070367 0.00050636058612915419 0.001226351018647375 0.00083839120375025968 0.0007741486456979529 0.001069972951615859 0.0012157246944291546 0.00025585486928628067 0.00070888255214336172 0.00087123269545882236
leaf_weight=81 81 77 58 69 74 86 69 53 928 61 56 250 69 62 57 74 62 95
leaf_count=81 81 77 58 69 74 86 69 53 928 61 56 250 69 62 57 74 62 95
internal_value=0 0.00047458 0.0009769 0.000989452 0.000565265 0.000967665 0.00126344 0.000995787 0.00100913 0.000485291 0.000997706 0.000909506 0.000839106 0.000896425 0.00102507 0.000369307 0.000600162 0.000830601
internal_weight=0 429 1933 1875 348 1737 138 1425 1344 271 1291 306 312 226 985 135 136 164
internal_count=2362 429 1933 1875 348 1737 138 1425 1344 271 1291 306 312 226 985 135 136 164
is_linear=0
shrinkage=0.0032998


Tree=5600
num_leaves=16
num_cat=0
split_feature=3 2 48 52 9 160 49 2 159 52 1186 39 2 42 42
split_gain=0.208604 0.484696 0.291141 0.34236 0.247642 0.230793 0.201526 0.164058 0.160479 0.193185 0.137196 0.154429 0.130014 0.0646321 0.0482662
threshold=-0.0088599999999999981 0.079570000000000016 0.094275000000000012 -0.11756999999999999 0.081890000000000004 -0.021849999999999998 -0.0087399999999999995 0.14106500000000002 -0.089714999999999975 0.26601500000000006 0.083355000000000012 1.0000000180025095e-35 0.11626500000000002 0.085075000000000026 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 -5 -7 8 13 10 11 12 -10 -1 -15
right_child=1 2 -4 5 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16
leaf_value=0.01674534607002991 -0.008657271261932855 -0.0039943317165771937 -0.0032747155728477173 0.0041021686953182663 0.018295087355327779 0.0087089396459090716 0.021062887419794233 -0.002378784062011289 0.0073044813904070971 -0.0026810142449000965 -0.00039154655039744593 0.013738685157438167 0.00024838129562235715 0.0062039062173949834 0.013379016988158443
leaf_weight=58 80 53 79 89 56 75 76 52 1294 60 67 101 79 56 53
leaf_count=58 80 53 79 89 56 75 76 52 1294 60 67 101 79 56 53
internal_value=0 0.0032174 0.00577592 0.00822232 0.00725271 0.0109277 0.0149387 0.00691196 0.00718623 0.00666592 0.00703101 0.00736962 0.00689979 0.0121637 0.0097092
internal_weight=0 452 372 293 1876 240 151 1820 1768 1601 1541 1474 1373 167 109
internal_count=2328 452 372 293 1876 240 151 1820 1768 1601 1541 1474 1373 167 109
is_linear=0
shrinkage=0.16829


Tree=5601
num_leaves=20
num_cat=0
split_feature=4 12 13 2 2 4 2 51 43 4 0 43 160 13 12 0 2 130 2
split_gain=17.4591 6.73145 2.78206 1.00317 0.965734 0.841286 1.22262 0.815543 0.789925 0.703353 0.587787 0.504734 0.447843 0.336919 0.304661 0.26009 0.286589 0.229891 0.0756436
threshold=0.27287000000000006 1.0000000180025095e-35 -0.0013449999999999996 0.12358500000000001 0.12708000000000003 -0.15450999999999995 0.093565000000000023 0.089600000000000027 -0.069434999999999983 0.0051600000000000005 -0.11073999999999999 -0.078059999999999977 -0.52336499999999997 -0.11255999999999998 0.09697500000000002 -0.082234999999999989 0.09742000000000002 0.085970000000000005 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 9 8 -4 -7 11 -2 12 -11 -1 -3 -14 18 17 -17 -15 -12
right_child=4 3 5 -5 -6 6 -8 -9 -10 10 14 -13 13 15 -16 16 -18 -19 -20
leaf_value=0.00077409773121080367 0.00040628433134541365 0.0013707317339661121 0.0016414605716189897 0.0011311292903703324 0.00030313277198495362 0.0014569497387629396 0.00083598110137916577 0.00046893263444493813 0.00090008391764926016 0.0017421612666957908 0.001349881874616776 0.0011690688263385914 0.0013804861823351936 0.0016756524093026386 0.0011823244002922527 0.0015576183468980743 0.0017324313285315444 0.0018833744287046206 0.0015245005665824919
leaf_weight=79 55 73 78 53 96 89 57 52 100 54 52 65 54 573 75 443 139 68 73
leaf_count=79 55 73 78 53 96 89 57 52 100 54 52 65 54 573 75 443 139 68 73
internal_value=0 0.00148545 0.00111204 0.00158008 0.000563846 0.0013635 0.00121476 0.00082448 0.000725092 0.00159489 0.00143441 0.000952628 0.00162506 0.00163958 0.00135114 0.00165099 0.00159943 0.00169774 0.00145214
internal_weight=0 2077 420 1657 251 224 146 196 155 1604 254 144 1350 1277 200 1223 582 641 125
internal_count=2328 2077 420 1657 251 224 146 196 155 1604 254 144 1350 1277 200 1223 582 641 125
is_linear=0
shrinkage=0.0032998


Tree=5602
num_leaves=19
num_cat=0
split_feature=1 49 4 1 16 16 2 0 4 2 0 16 0 15 12 1 16 12
split_gain=0.248232 0.307221 0.210397 0.255556 0.170149 0.282797 0.320688 0.39167 0.223344 0.191722 0.469385 0.143103 0.150606 0.19936 0.174429 0.0914142 0.0469816 0.0221711
threshold=0.10932500000000002 -0.058769999999999996 0.024315000000000003 0.11726500000000001 0.51222500000000004 0.041625000000000002 0.10859000000000001 0.047740000000000012 -0.049024999999999992 0.10699500000000002 -0.06884499999999999 -1.0000000180025095e-35 -0.10566999999999999 -0.043644999999999996 0.083785000000000012 0.13584500000000002 -0.080419999999999978 -0.065214999999999981
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 -4 5 9 7 8 -7 10 11 12 13 -1 -14 -5 -11 -17
right_child=1 2 3 15 -6 6 -8 -9 -10 16 -12 -13 14 -15 -16 17 -18 -19
leaf_value=0.0073998797663473578 -0.008820259314658508 0.011561235810386808 -0.0084692874544530037 0.00099239618933708441 0.014184274794623069 -0.0051041470166696091 -0.0090915911861135946 0.01718051576708228 0.0065253920853804584 0.017584870056002497 -0.0060826968976432153 0.014334172427988207 0.014874690062411522 -0.0034744618138680388 0.0075581097469567017 0.0057049203517855855 0.010797154215515511 0.010685871245815496
leaf_weight=125 57 89 52 97 95 87 58 56 101 61 71 93 103 77 941 54 59 52
leaf_count=125 57 89 52 97 95 87 58 56 101 61 71 93 103 77 941 54 59 52
internal_value=0 0.00261242 0.00451202 0.00204466 0.00722218 0.00686017 0.00214571 0.00482423 0.00113408 0.00778956 0.0072374 0.00794503 0.00746671 0.00324582 0.00828168 0.00474673 0.0142625 0.00816536
internal_weight=0 401 344 255 1927 1832 302 244 188 1530 1410 1339 1246 202 1044 203 120 106
internal_count=2328 401 344 255 1927 1832 302 244 188 1530 1410 1339 1246 202 1044 203 120 106
is_linear=0
shrinkage=0.16829


Tree=5603
num_leaves=13
num_cat=0
split_feature=48 150 9 2 1210 3 131 151 1 12 150 3
split_gain=0.198345 0.459272 0.168128 0.230662 0.124032 0.117129 0.130472 0.185594 0.221495 0.133805 0.0707115 0.0315989
threshold=-0.035774999999999994 0.086730000000000015 1.0000000180025095e-35 -0.007134999999999999 0.0028200000000000005 -0.16802999999999998 0.094540000000000013 -0.089594999999999994 0.10790500000000001 0.087905000000000025 0.085455000000000017 -0.07793499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 10 -9 -8 -7 -11
right_child=2 -3 -4 4 -6 6 9 8 -10 11 -12 -13
leaf_value=0.0070835348381270008 -0.0055989646856386419 -0.013113051290759618 0.013631717537960053 0.011454028816086877 0.013229262121158263 0.015345421597597008 0.016344233512327565 0.0050844119611468874 -0.00058110843204879083 0.0086652095471276471 0.0070586514805083518 0.0033571427507194996
leaf_weight=80 52 53 74 90 61 59 56 1381 227 80 60 55
leaf_count=80 52 53 74 90 61 59 56 1381 227 80 60 55
internal_value=0 -0.000951221 0.00573026 0.00545374 0.00573239 0.00550376 0.00522361 0.00475991 0.0042835 0.00940696 0.0111823 0.00651597
internal_weight=0 133 2195 2121 2069 2008 1918 1727 1608 191 119 135
internal_count=2328 133 2195 2121 2069 2008 1918 1727 1608 191 119 135
is_linear=0
shrinkage=0.16829


Tree=5604
num_leaves=13
num_cat=0
split_feature=1186 11 1375 123 16 4 39 0 13 4 15 52
split_gain=0.122339 0.165709 0.160674 0.158429 0.222122 0.198209 0.288487 0.264168 0.373239 0.119106 0.100531 0.0733989
threshold=0.083785000000000012 0.083010000000000014 -0.096099999999999977 0.081180000000000016 -0.34140499999999996 0.50569000000000008 1.0000000180025095e-35 -0.14989499999999997 -0.15078499999999997 -0.00013999999999999996 -0.052259999999999994 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 10 -9 -6 -4 -3
right_child=-2 11 3 4 9 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0048970208315733113 -0.0024131235257051219 0.014632396032649297 0.0070428628472755973 0.0085327816298661138 0.0002413668091687625 -0.004100242033600798 0.015645570486145996 -0.007323794957435549 0.0048979837815812605 -0.010130207380903438 0.01687761594252659 0.0060705700841946261
leaf_weight=52 71 65 54 58 76 65 74 74 1567 53 67 52
leaf_count=52 71 65 54 58 76 65 74 74 1567 53 67 52
internal_value=0 0.00466523 0.00432666 0.00455723 -0.000107287 0.00501702 0.00534077 0.00490698 0.00434575 -0.0040059 0.0125034 0.0108425
internal_weight=0 2257 2140 2088 187 1901 1836 1762 1641 129 121 117
internal_count=2328 2257 2140 2088 187 1901 1836 1762 1641 129 121 117
is_linear=0
shrinkage=0.16829


Tree=5605
num_leaves=11
num_cat=0
split_feature=40 3 3 3 3 1375 151 49 151 15
split_gain=0.241778 0.256719 0.302051 0.36692 0.160091 0.136869 0.155769 0.350362 0.126638 0.103895
threshold=-0.08416499999999999 0.31370500000000007 0.12745000000000004 0.10703500000000001 0.077930000000000013 -0.084629999999999997 -0.086944999999999981 -0.0087399999999999995 -0.083559999999999982 -0.0043649999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -8 -6
right_child=1 -3 -4 -5 9 6 8 -9 -10 -11
leaf_value=-0.0044282617687971442 0.013063494055156418 -0.0047477435421756677 0.016634487697627633 -0.0089437085270501326 0.0064137938001304863 -0.011480907576752204 0.012802523348878263 0.0072733694993265966 0.0045062355214454198 0.016682938145090167
leaf_weight=87 53 80 61 55 62 54 54 59 1721 52
leaf_count=87 53 80 61 55 62 54 54 59 1721 52
internal_value=0 0.00460312 0.00494852 0.00460983 0.00497345 0.00461189 0.00437369 -0.00167295 0.00475964 0.0111137
internal_weight=0 2251 2171 2110 2055 1941 1888 113 1775 114
internal_count=2338 2251 2171 2110 2055 1941 1888 113 1775 114
is_linear=0
shrinkage=0.16829


Tree=5606
num_leaves=11
num_cat=0
split_feature=0 12 9 10 0 151 128 4 51 0
split_gain=0.215634 0.422752 0.273836 0.231284 0.156574 0.181305 0.166767 0.142099 0.125841 0.0850766
threshold=0.076335000000000014 0.023990000000000004 -0.013509999999999999 -0.012544999999999999 -0.037224999999999994 0.009020000000000002 0.10793500000000002 0.50569000000000008 -0.13881499999999999 0.024745000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 8 -5 -6
right_child=1 -3 3 4 9 -7 -8 -9 -10 -11
leaf_value=0.015577959463863618 -0.014696895551974665 0.0045340331190800564 -0.0070153630382943609 0.0095432794479566891 0.013376493284295275 -0.0036973878317975582 -0.0052068634976877642 -0.0035238858971283087 0.0040682257252588764 0.0049468151577000685
leaf_weight=56 53 83 56 129 73 93 55 65 1610 65
leaf_count=56 53 83 56 129 73 93 55 65 1610 65
internal_value=0 -0.00294716 0.00395058 0.00364632 0.00393285 0.00354408 0.00390732 0.00418618 0.0044754 0.00941901
internal_weight=0 136 2202 2146 2090 1952 1859 1804 1739 138
internal_count=2338 136 2202 2146 2090 1952 1859 1804 1739 138
is_linear=0
shrinkage=0.16829


Tree=5607
num_leaves=13
num_cat=0
split_feature=13 13 1 133 3 3 16 0 3 133 0 16
split_gain=0.191165 0.284546 0.454524 0.185761 0.312218 0.257043 0.275239 0.501488 0.334629 0.251231 0.189383 0.119027
threshold=0.26746000000000009 0.11251500000000002 0.077565000000000009 -0.24180499999999996 0.31534000000000006 0.12745000000000004 -0.0079449999999999989 -0.031614999999999997 0.088465000000000002 -0.010819999999999998 -0.18901999999999997 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 5 6 7 10 9 -8 -5 -1
right_child=-2 2 -4 4 -6 -7 8 -9 -10 -11 -12 -13
leaf_value=0.012740635871013244 0.013050151529775875 0.0054811304579727932 -0.016244555743100506 0.01102979168986455 -0.0089326593950127212 0.012972290916427364 -0.0086607813243057084 0.02034469599865394 -0.012946149115557349 0.0022951438528915039 0.0028703504648041863 0.0028657080549057052
leaf_weight=90 52 53 56 87 63 72 67 52 53 512 1124 57
leaf_count=90 52 53 56 87 63 72 67 52 53 512 1124 57
internal_value=0 0.00272088 -0.00566421 0.00314154 0.00272194 0.00309613 0.00271994 0.0041547 -0.000144469 0.00102426 0.00345802 0.0089238
internal_weight=0 2286 109 2177 2030 1967 1895 1263 632 579 1211 147
internal_count=2338 2286 109 2177 2030 1967 1895 1263 632 579 1211 147
is_linear=0
shrinkage=0.16829


Tree=5608
num_leaves=14
num_cat=0
split_feature=15 16 148 10 2 3 15 3 16 49 49 2 3
split_gain=0.169024 0.195863 0.169764 0.167264 0.14144 0.15445 0.240813 0.276796 0.19501 0.248638 0.145369 0.125992 0.112075
threshold=-0.2987999999999999 -0.34140499999999996 -0.080384999999999984 -0.062879999999999978 -1.0000000180025095e-35 -0.092714999999999978 0.041820000000000003 -0.12077499999999998 0.51148500000000008 0.12748500000000004 0.08512500000000002 0.096930000000000016 0.12991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 10 -8 9 12 11 -6 -7
right_child=2 -3 3 4 5 8 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0021086799589920355 -0.0044583045696039072 -0.0093929989700457291 0.012506859402493343 -0.0054872435522109455 -0.00059157809155866098 0.0035833460946055524 0.014194903764586845 -0.0010179150412951443 0.012276740177060486 -0.0065181110237229976 0.0033831663209271806 -0.010988737904783948 0.011145336777646323
leaf_weight=102 86 71 53 55 55 1438 57 83 74 68 54 84 58
leaf_count=102 86 71 53 55 55 1438 57 83 74 68 54 84 58
internal_value=0 -0.00260128 0.0028601 0.00316369 0.00291839 0.00315386 -0.000144977 0.00516304 0.0038256 0.00342458 -0.00400466 -0.00688768 0.00387773
internal_weight=0 173 2165 2079 2026 1971 333 140 1638 1564 193 139 1496
internal_count=2338 173 2165 2079 2026 1971 333 140 1638 1564 193 139 1496
is_linear=0
shrinkage=0.16829


Tree=5609
num_leaves=26
num_cat=0
split_feature=1 2 1 12 15 14 12 12 1 160 12 16 12 52 16 1 15 15 484 16 2 1212 133 131 50
split_gain=24.6741 3.66056 2.70637 2.54497 2.53627 1.66644 1.40171 1.20566 0.616996 0.551575 0.379405 0.580408 0.354554 0.299877 0.281319 0.246905 0.239008 0.2287 0.259244 0.223808 0.386945 0.254382 0.176713 0.133617 0.0678752
threshold=0.10808500000000001 0.12454500000000002 0.090540000000000023 0.085635000000000003 -0.42075999999999997 0.062655000000000016 0.085090000000000013 0.095175000000000023 0.13554500000000003 0.083670000000000008 0.077755000000000005 -0.034884999999999992 0.11721500000000001 -0.093914999999999985 -0.011859999999999997 0.099515000000000006 0.054100000000000002 0.03981500000000001 0.087020000000000014 -0.082354999999999984 0.090225000000000014 0.087685000000000013 0.048240000000000005 0.089915000000000009 0.089685000000000015
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=2 4 5 9 -2 7 -6 10 -3 15 11 -1 16 -5 19 -4 22 18 -16 20 -12 -21 -9 24 -15
right_child=1 8 3 13 6 -7 -8 12 -10 -11 14 -13 -14 23 17 -17 -18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.0014760327097435415 0.00064183530899981011 0.00074121445970915369 0.0012138921763303655 0.0019821547942236182 0.0011042835015263824 0.0024054882552908556 0.0016788600231828748 0.00149680772112122 0.00033527663349199543 0.00096672065134198373 0.0019588738715571453 0.0019043501303404383 0.0014117166723079783 0.00155218181256269 0.0017319031397417303 0.0015381706857231817 0.0018358477659043101 0.0020099862411290465 0.0019916669799082518 0.0020655164695805219 0.0017027658366134517 0.0018065147010756916 0.0017399019577269816 0.0018516955951412423 0.0017191551128433664
leaf_weight=58 72 82 52 61 100 61 87 68 82 54 289 89 54 54 199 54 102 68 56 263 86 52 70 54 71
leaf_count=58 72 82 52 61 100 61 87 68 82 54 289 89 54 54 199 54 102 68 56 263 86 52 70 54 71
internal_value=0 0.000924621 0.00180541 0.00156345 0.001169 0.00186927 0.00137179 0.00184675 0.00053846 0.00124036 0.00189479 0.00173559 0.00165704 0.00177869 0.00191786 0.00137942 0.0017121 0.0018357 0.00178909 0.00195627 0.00190023 0.00202287 0.00162037 0.00170916 0.0016473
internal_weight=0 423 1915 400 259 1515 187 1454 164 160 1160 147 294 240 1013 106 240 323 255 690 375 315 138 179 125
internal_count=2338 423 1915 400 259 1515 187 1454 164 160 1160 147 294 240 1013 106 240 323 255 690 375 315 138 179 125
is_linear=0
shrinkage=0.0032998


Tree=5610
num_leaves=15
num_cat=0
split_feature=2 2 124 1429 48 15 15 51 50 15 148 1213 4 13
split_gain=0.350889 0.339782 0.250913 0.247318 0.215905 0.338751 0.160531 0.160145 0.312928 0.178694 0.207776 0.177689 0.127301 0.0932066
threshold=0.16730000000000003 -0.007134999999999999 -0.086289999999999992 0.084895000000000012 0.093265000000000015 -0.070049999999999987 -0.094514999999999988 0.10446500000000002 0.11392500000000001 0.084495000000000015 -0.063899999999999985 0.041405000000000004 -0.0083249999999999973 -0.036584999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 7 13 -1 9 -9 10 -4 -11 -5 -6
right_child=-2 2 3 12 5 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=0.00080520015517654149 -0.010777163980660693 0.014582836286332916 0.010233261741982339 0.0059336122077018301 -0.0018292187543635101 -0.013468998164280585 -0.010745906022304845 0.01697184831117424 -0.00045137180668341836 0.0060533828555364173 0.00055730692371632872 -0.0011692237091298918 0.016118591555091464 0.0062373129217740504
leaf_weight=65 54 56 68 94 96 57 71 66 52 586 839 115 56 70
leaf_count=65 54 56 68 94 96 57 71 66 52 586 839 115 56 70
internal_value=0 0.00294108 0.00345644 0.00315874 0.0026507 -0.00227231 -0.00521195 0.00328779 0.00927859 0.00284705 0.00128472 0.00486594 0.00974798 0.00156151
internal_weight=0 2291 2155 2099 1949 223 136 1726 118 1608 907 701 150 166
internal_count=2345 2291 2155 2099 1949 223 136 1726 118 1608 907 701 150 166
is_linear=0
shrinkage=0.16829


Tree=5611
num_leaves=26
num_cat=0
split_feature=1 1 2 52 2 0 2 2 15 15 157 0 43 403 2 133 1 2 475 133 130 0 43 2 15
split_gain=15.9513 3.0011 2.21909 2.15973 1.51637 1.2653 0.845408 1.0757 0.589585 0.616746 0.457355 0.487997 0.567342 0.325685 0.296645 0.28171 0.247336 0.286734 0.176806 0.157291 0.143119 0.138777 0.137922 0.148144 0.0933568
threshold=0.11771500000000001 0.095695000000000016 0.14870000000000003 -0.40011499999999994 0.099675000000000014 -0.069389999999999993 -1.0000000180025095e-35 0.11891500000000001 -0.054259999999999996 -0.13662499999999997 -0.085709999999999995 -0.061204999999999989 -0.083464999999999998 -0.072134999999999991 0.10332000000000001 0.037060000000000003 0.088985000000000022 0.078405000000000016 -0.0056899999999999997 0.085650000000000018 -0.0070449999999999992 -0.088709999999999983 -0.023454999999999997 0.089830000000000007 0.084925000000000014
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=1 10 6 -3 5 -5 -2 -8 9 -6 19 13 -13 15 -14 20 17 -15 -19 -1 -12 -18 23 -17 -22
right_child=2 3 -4 4 8 -7 7 -9 -10 -11 11 12 14 16 -16 22 21 18 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0017108616781209033 0.00037114904603876371 0.0015726198568104248 1.2654621725947737e-05 0.0014323840067130196 0.00085582756896476482 0.00079867327960000359 0.0012046825659023438 0.00060457081662219816 0.001011210117482774 0.00035316506870280631 0.0014395435205359932 0.00097795738088463785 0.001554070971882143 0.0012071864946084591 0.0012153356027040185 0.0015738047458299241 0.0011187441314251894 0.0015505124412312742 0.0014040392272365123 0.0014720706845020312 0.0017450884407394539 0.0013369009954836504 0.001280587014461111 0.0013359519684434198 0.0015665382943735242
leaf_weight=70 65 82 73 99 54 53 52 88 63 53 57 63 53 74 64 71 54 111 632 59 61 89 67 53 85
leaf_count=70 65 82 73 99 54 53 52 88 63 53 57 63 53 74 64 71 54 111 632 59 61 89 67 53 85
internal_value=0 0.00134931 0.000507194 0.00109383 0.000971787 0.00121165 0.000683126 0.000827721 0.000757113 0.000607174 0.00141136 0.00139531 0.00123238 0.00141695 0.00136908 0.00149792 0.00138368 0.0014062 0.00142597 0.00160192 0.00158488 0.00125477 0.00140532 0.00147243 0.00164138
internal_weight=0 2067 278 404 322 152 205 140 170 107 1663 1534 180 1354 117 394 960 817 743 129 203 143 191 124 146
internal_count=2345 2067 278 404 322 152 205 140 170 107 1663 1534 180 1354 117 394 960 817 743 129 203 143 191 124 146
is_linear=0
shrinkage=0.0032998


Tree=5612
num_leaves=20
num_cat=0
split_feature=12 4 4 2 2 4 2 4 0 4 3 157 43 0 151 0 12 1447 2
split_gain=15.4423 4.81876 2.90222 2.14836 2.32327 1.39529 1.15088 0.983224 0.946715 0.783695 0.658081 0.550928 0.551701 0.427472 0.308074 0.380086 0.283794 0.271534 0.139453
threshold=0.077755000000000005 0.36766000000000004 0.27161500000000005 0.10859000000000001 -0.007134999999999999 -0.053824999999999991 0.12330500000000001 -0.0018299999999999998 -0.11169999999999998 0.05864500000000001 -0.0072299999999999994 -0.078754999999999978 -0.074719999999999995 -0.11073999999999999 -0.088054999999999981 -0.098524999999999988 0.087045000000000025 -0.085709999999999995 0.13673000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 -6 9 -7 -4 11 -10 12 16 -11 -13 -16 -2 -17 -5
right_child=1 -3 8 18 5 7 -8 -9 10 13 -12 14 -14 -15 15 17 -18 -19 -20
leaf_value=0.00083131295833108697 0.00198120701653736 0.00079597272415532115 0.0010575974602244783 0.0010071580201528952 0.0019370674116660931 0.0010275207323878635 0.0012803993986008771 0.0015850371077721066 0.0008693589990746046 0.0017792636647071954 0.00036814061721046485 0.0015549531299304529 0.0022541843936919443 0.001403648586577922 0.0020152797746489288 0.0019899028325103736 0.0016807233664970882 0.0017551508601635661 0.00078132351329033905
leaf_weight=57 84 59 82 77 78 53 54 101 52 53 64 71 52 93 74 59 62 1068 52
leaf_count=57 84 59 82 77 78 53 54 101 52 53 64 71 52 93 74 59 62 1068 52
internal_value=0 0.00172387 0.00111522 0.00127124 0.00142951 0.00157633 0.00175664 0.00139339 0.000785662 0.00177253 0.000593128 0.00179557 0.00195916 0.00154024 0.00177008 0.00178277 0.00185385 0.00176747 0.000916397
internal_weight=0 1729 616 418 289 232 1670 154 198 1616 116 1470 198 146 1272 1201 146 1127 129
internal_count=2345 1729 616 418 289 232 1670 154 198 1616 116 1470 198 146 1272 1201 146 1127 129
is_linear=0
shrinkage=0.0032998


Tree=5613
num_leaves=18
num_cat=0
split_feature=9 483 475 151 41 483 52 43 13 475 156 3 43 457 52 1429 15
split_gain=0.352612 0.263236 0.238099 0.320315 0.233011 0.24519 0.221813 0.220131 0.526663 0.167572 0.384287 0.284724 0.14353 0.18949 0.121915 0.104838 0.0438733
threshold=-1.0000000180025095e-35 0.10536000000000002 -0.0013449999999999996 -0.033849999999999991 0.081560000000000007 -0.069964999999999986 -0.088204999999999992 -0.23596999999999999 0.098990000000000009 -0.073994999999999991 0.087575000000000014 -0.08632999999999999 -0.082689999999999986 0.084040000000000017 -0.067799999999999985 0.084105000000000027 0.084785000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 6 5 -5 -4 16 -9 10 11 -2 -8 -14 -12 -13 -7
right_child=1 -3 3 4 -6 7 12 8 -10 -11 14 15 13 -15 -16 -17 -18
leaf_value=-0.0078913561658328912 0.020860067048288248 0.014256962806202669 0.0062928372930821834 -0.0034606262599277265 -0.0051098304620199016 0.016417006704824724 0.0010688631326290813 0.0055994221469239415 -0.011213470463545072 0.015213912678915 -0.0065650879484577271 0.0013681053933424689 -0.015190739542482708 -0.001409517245588184 0.0046040786520702998 0.011400794170056086 0.0094419345890140623
leaf_weight=64 59 80 67 92 68 52 68 1263 55 79 59 58 60 54 52 61 54
leaf_count=64 59 80 67 92 68 52 68 1263 55 79 59 58 60 54 52 61 54
internal_value=0 0.00476415 0.0044183 0.00363229 0.00451467 0.00494756 -0.00197373 0.00549205 0.00489646 0.00832854 0.00644017 0.0112873 -0.00502679 -0.00867855 -0.0013165 0.00652601 0.0128806
internal_weight=0 2281 2201 1833 1584 1516 249 1424 1318 368 289 178 182 114 111 119 106
internal_count=2345 2281 2201 1833 1584 1516 249 1424 1318 368 289 178 182 114 111 119 106
is_linear=0
shrinkage=0.16829


Tree=5614
num_leaves=22
num_cat=0
split_feature=12 4 10 4 12 11 4 4 12 13 51 43 51 12 4 4 49 12 402 160 4
split_gain=12.7571 2.67474 2.19694 2.17194 1.37242 1.02769 0.793257 1.35066 0.686386 0.644008 0.441743 0.347522 0.323894 0.321297 0.316264 0.214634 0.206116 0.125365 0.172726 0.122224 0.000288528
threshold=0.077755000000000005 0.36766000000000004 -1.0000000180025095e-35 -0.033449999999999987 0.11769500000000001 1.0000000180025095e-35 -0.0057949999999999989 0.27161500000000005 0.091475000000000015 -0.065824999999999981 -0.022934999999999997 -0.008069999999999999 -0.08569499999999998 0.093225000000000016 0.024315000000000003 0.053455000000000009 -0.014169999999999999 0.092295000000000002 0.0064150000000000014 0.061600000000000009 0.42405000000000009
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=2 4 -1 10 5 8 -5 9 12 -8 -4 -9 -2 -7 -11 17 -14 -10 -19 -18 -13
right_child=1 -3 3 6 -6 13 7 11 15 14 -12 20 16 -15 -16 -17 19 18 -20 -21 -22
leaf_value=0.00073192852293174203 0.0020868924383162539 0.0010900661542771204 0.0019100624042492965 0.00085937615107308798 0.0013829634597986036 0.0022484031002171822 0.0011581105404671736 0.00084940359662544706 0.0015844876621048832 0.0017885423342442911 0.0015057025674657836 0.0011320048500245831 0.0016881116938177051 0.001927406065589008 0.00144301335909738 0.0015666469351404443 0.0018417068127734089 0.0017334082902302447 0.0019404628712514291 0.0019723260670780518 0.0011883829760209466
leaf_weight=84 65 59 57 66 80 75 54 63 54 53 64 52 91 67 68 99 637 349 54 99 55
leaf_count=84 65 59 57 66 80 75 54 63 54 53 64 52 91 67 68 99 637 349 54 99 55
internal_value=0 0.00178207 0.00122881 0.0013072 0.0018065 0.00182779 0.00119251 0.00125614 0.00180134 0.00146015 0.00169648 0.00104593 0.00185852 0.00209719 0.00159465 0.00170955 0.00184053 0.00174043 0.00176124 0.00185932 0.00116131
internal_weight=0 1729 616 532 1670 1590 411 345 1448 175 121 170 892 142 121 556 827 457 403 736 107
internal_count=2345 1729 616 532 1670 1590 411 345 1448 175 121 170 892 142 121 556 827 457 403 736 107
is_linear=0
shrinkage=0.0032998


Tree=5615
num_leaves=28
num_cat=0
split_feature=11 16 2 15 3 13 13 16 15 151 16 16 2 16 49 157 133 133 2 15 43 3 133 3 133 403 403
split_gain=0.238651 0.26556 0.230375 0.383776 0.254956 0.18881 0.288515 0.270581 0.256036 0.227226 0.231419 0.305966 0.405896 0.160379 0.13511 0.127915 0.127678 0.126607 0.315101 0.125866 0.206583 0.101965 0.0785736 0.0699668 0.0680651 0.0610469 0.0321772
threshold=0.078730000000000008 -0.0063399999999999993 0.12454500000000002 -0.41880499999999993 -0.024114999999999994 -0.026884999999999996 -0.0042049999999999995 -0.076944999999999986 -0.077809999999999976 -0.081864999999999979 0.048520000000000001 -0.013324999999999998 0.092735000000000026 0.27020000000000005 0.093670000000000017 -0.080799999999999983 0.08457000000000002 -0.023454999999999997 0.084715000000000013 0.087720000000000006 -0.082979999999999984 -0.087854999999999975 0.26391000000000003 -0.082844999999999988 0.089135000000000006 0.10469000000000002 -0.075504999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 14 7 21 -9 -8 11 12 -11 -12 15 23 17 25 -19 20 -18 -7 -21 -1 -16 -17 -23
right_child=1 -3 3 4 -6 6 9 8 -10 10 13 -13 -14 -15 24 16 19 18 -20 22 -22 26 -24 -25 -26 -27 -28
leaf_value=0.017174437826048303 0.021082326973605518 0.0065675012607626735 0.011645400038075284 0.0042123422945622305 -0.009801407659995395 0.0076947220702819679 0.013999898000521011 0.00090591000768738524 -0.015763551895223014 -1.2148808818333184e-05 0.017537637403950746 -0.009562588140079804 0.012524438508373599 0.0057993344456604397 -0.0019716230444439321 0.01035573674781559 0.006185295653649588 0.0072904033477241342 -0.0037996425874174465 0.00073330067366410734 0.017273709012719775 0.0027431648070029447 0.0089806700313473358 0.0087323412639960674 0.0055726104951001809 0.0039886532266502593 -0.0031747394146279129
leaf_weight=59 57 97 57 59 97 83 85 52 52 210 55 52 112 84 62 157 85 202 113 54 110 52 85 55 74 60 52
leaf_count=59 57 97 57 59 97 83 85 52 52 210 55 52 112 84 62 157 85 202 113 54 110 52 85 55 74 60 52
internal_value=0 0.0119515 0.00509044 -0.000163509 -0.00448982 0.00564948 0.00381536 -0.000525032 -0.00741155 0.00593049 0.00458995 0.00240465 0.00434282 0.0104569 0.00710893 0.00779942 0.00709731 0.00547043 0.00330637 0.00968324 0.0124495 0.00329529 0.00578958 0.0131173 0.00212012 0.00860353 -0.000198512
internal_weight=0 154 2218 213 156 2005 889 291 104 598 513 374 322 139 1116 980 866 532 315 334 195 187 139 114 136 217 104
internal_count=2372 154 2218 213 156 2005 889 291 104 598 513 374 322 139 1116 980 866 532 315 334 195 187 139 114 136 217 104
is_linear=0
shrinkage=0.16829


Tree=5616
num_leaves=14
num_cat=0
split_feature=4 2 12 4 3 12 4 0 52 0 15 14 48
split_gain=10.7592 3.87203 2.66549 1.68695 0.745196 0.537064 0.527248 0.520213 0.510416 0.636969 0.526622 0.331848 0.336309
threshold=0.30163500000000004 0.12399000000000002 -0.007389999999999999 -0.0047649999999999993 0.10812000000000001 0.11769500000000001 -0.49269499999999994 -0.049744999999999991 0.055990000000000005 -0.10075499999999998 -0.42443999999999993 0.062655000000000016 -0.023659999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -3 9 -2 -11 12 -8
right_child=8 7 4 -5 -6 -7 11 -9 -10 10 -12 -13 -14
leaf_value=0.00041542875514113085 0.00049264904552756279 0.00033531753924977256 0.0014205072202514728 0.0010744992717587878 0.00081069880112434633 0.0008422851149226168 0.0009159985505625888 0.00076778492194953362 0.0006606095929175171 0.00035256305629891217 -0.00011011251383004673 0.0014080116780509821 0.0011707768464044516
leaf_weight=89 93 70 99 81 64 52 60 54 52 53 54 63 1488
leaf_count=89 93 70 99 81 64 52 60 54 52 53 54 63 1488
internal_value=0 0.00109026 0.00112543 0.000729664 0.00116225 0.001175 0.0011851 0.000523934 0.000368822 0.000292781 0.000118734 0.00117061 0.00116092
internal_weight=0 2120 1996 170 1826 1762 1710 124 252 200 107 1611 1548
internal_count=2372 2120 1996 170 1826 1762 1710 124 252 200 107 1611 1548
is_linear=0
shrinkage=0.0032998


Tree=5617
num_leaves=14
num_cat=0
split_feature=1 15 10 52 1447 14 0 1 1 400 1 39 399
split_gain=0.234657 0.309956 0.217346 0.157796 0.19986 0.150526 0.176117 0.263999 0.244794 0.156452 0.200069 0.121274 0.0959219
threshold=0.12475000000000001 -0.42759999999999992 -0.0093599999999999985 -0.55820499999999984 -0.086059999999999984 -0.10708499999999999 -0.14454499999999995 0.084795000000000023 0.10423500000000001 -1.0000000180025095e-35 0.081540000000000015 0.0095750000000000019 0.086815000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 -7 -9 12 -11 -3 -8
right_child=1 11 3 4 5 6 9 8 -10 10 -12 -13 -14
leaf_value=0.016443336074198348 0.0093804783724780981 -0.0084195045921466021 0.013858133705007674 0.013403721720405897 0.013785780916471181 0.010381780632218967 0.0040526167845915569 -0.0098970702083041283 0.0032581499189334221 0.0045139136438890641 0.0086262655793865155 0.0015152000542961168 -0.0040839302607610355
leaf_weight=54 68 86 64 84 54 54 92 79 81 1023 501 58 74
leaf_count=54 68 86 64 84 54 54 92 79 81 1023 501 58 74
internal_value=0 7.90921e-06 0.00588369 0.00561207 0.00535275 0.00500644 0.0047565 0.000199335 -0.00322601 0.0053325 0.00586699 -0.00440555 0.000414659
internal_weight=0 212 2160 2106 2042 1958 1904 214 160 1690 1524 144 166
internal_count=2372 212 2160 2106 2042 1958 1904 214 160 1690 1524 144 166
is_linear=0
shrinkage=0.16829


Tree=5618
num_leaves=21
num_cat=0
split_feature=1 1 52 2 52 2 2 0 49 2 2 1429 41 52 49 0 4 49 2 1
split_gain=17.4892 4.99992 1.76186 0.999127 0.976538 0.938895 0.793651 0.574728 0.764125 0.601681 0.346366 0.466451 0.358713 0.23926 0.236671 0.226109 0.320868 0.198674 0.229654 0.182716
threshold=0.12450500000000002 0.098370000000000027 -0.41304999999999997 0.12358500000000001 0.12492500000000002 0.14106500000000002 -0.00097499999999999985 -0.031614999999999997 0.0029050000000000005 0.09036000000000001 0.097145000000000023 0.084770000000000012 0.07677500000000001 -0.14488499999999996 -0.046979999999999987 -0.10803999999999998 0.053455000000000009 0.0093850000000000027 0.10457000000000001 0.091785000000000019
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 -3 10 7 6 -2 8 9 -4 11 12 13 -1 -11 -12 17 18 -17 -15
right_child=5 2 4 -5 -6 -7 -8 -9 -10 14 15 -13 -14 19 -16 16 -18 -19 -20 -21
leaf_value=0.0015963055835296698 0.00020517051848931015 0.0014211637742064763 0.001229764271359759 0.0009649020750558628 0.0012715706496337388 6.8593698644978985e-05 0.00073833171172465583 0.00049490732292863874 0.00053175716172564774 0.00066900752756273536 0.0015126393266889414 0.0011920391620802162 0.0017114212791273062 0.0014379393779492041 0.00098033542693449333 0.0010985711582382892 0.0010554242547634218 0.0014786266795150922 0.0013833616537427893 0.0012922201540185735
leaf_weight=99 53 86 68 57 61 89 72 52 53 52 52 83 56 1014 57 58 60 70 71 109
leaf_count=99 53 86 68 57 61 89 72 52 53 52 52 83 56 1014 57 58 60 70 71 109
internal_value=0 0.00131731 0.000998152 0.00139648 0.000891988 0.00032808 0.000512553 0.000809754 0.000880784 0.000985096 0.00141117 0.00143415 0.00144985 0.00143783 0.000832135 0.00131049 0.00126977 0.00133422 0.00125559 0.00142383
internal_weight=0 2158 429 1729 343 214 125 282 230 177 1672 1361 1278 1222 109 311 259 199 129 1123
internal_count=2372 2158 429 1729 343 214 125 282 230 177 1672 1361 1278 1222 109 311 259 199 129 1123
is_linear=0
shrinkage=0.0032998


Tree=5619
num_leaves=27
num_cat=0
split_feature=1 1 15 2 147 2 2 15 147 50 15 15 50 1 1 481 1 160 401 2 15 15 49 42 2 42
split_gain=15.7722 3.91672 1.23039 1.06395 0.866487 0.655917 0.62774 0.617991 0.46748 0.37931 0.349423 0.329626 0.442355 0.312263 0.315662 0.243974 0.2304 0.201927 0.170652 0.160797 0.327186 0.388335 0.219748 0.145866 0.101037 0.0558135
threshold=0.098370000000000027 0.12450500000000002 -0.083359999999999976 0.14271500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.097145000000000023 -0.12640499999999996 0.085050000000000014 0.082725000000000007 -0.13800499999999996 0.090455000000000021 0.10883000000000001 0.088860000000000008 0.084525000000000003 -0.083994999999999986 0.11392000000000001 -0.010724999999999998 0.084055000000000019 0.12358500000000001 0.076335000000000014 -0.0061449999999999986 0.093160000000000007 -0.0033799999999999998 0.10387 0.089905000000000013
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=6 2 5 7 16 -2 8 -3 9 13 -7 12 23 14 15 -1 24 -15 -17 20 21 22 -8 -11 -4 -24
right_child=1 3 4 -5 -6 10 19 -9 -10 11 -12 -13 -14 17 -16 18 -18 -19 -20 -21 -22 -23 25 -25 -26 -27
leaf_value=0.001503371860089802 0.0013248492182629272 0.00072111601664798209 0.001346280398023605 0.00043342980805976763 0.0010564550619030963 0.0010802517709759848 0.0017584295158895279 0.0011889431984841896 0.0014169065335624897 0.0018586703857257168 0.00072205538314743141 0.0016522748299278649 0.0017016126460472443 0.0016931892231687189 0.0019779047813502288 0.001706362874851954 0.0017279428039647909 0.0014185082004728386 0.0018549664124639835 0.0014031811072182235 0.0018071006425683415 0.001298252153059748 0.0014479538281765615 0.0020813598545115944 0.0015425780796752349 0.0016067335590581452
leaf_weight=60 72 77 53 85 53 70 74 52 53 53 53 81 82 57 53 650 52 66 104 57 67 56 61 102 76 53
leaf_count=60 72 77 53 85 53 70 74 52 53 53 53 81 82 57 53 650 52 66 104 57 67 56 61 102 76 53
internal_value=0 0.00108588 0.00126788 0.000720855 0.00142966 0.00107357 0.00169139 0.000909971 0.00172435 0.00173678 0.000926193 0.00183736 0.00190047 0.00170444 0.00172686 0.00171047 0.00153874 0.00154609 0.00172691 0.00156941 0.00159976 0.00154268 0.0016153 0.00200544 0.0014622 0.00152208
internal_weight=0 643 429 214 234 195 1729 129 1361 1308 123 318 237 990 867 814 181 123 754 368 311 244 188 155 129 114
internal_count=2372 643 429 214 234 195 1729 129 1361 1308 123 318 237 990 867 814 181 123 754 368 311 244 188 155 129 114
is_linear=0
shrinkage=0.0032998


Tree=5620
num_leaves=18
num_cat=0
split_feature=1 1 156 42 50 34 43 49 41 1429 475 160 475 42 42 42 15
split_gain=0.455756 0.282262 0.380388 0.285042 0.300423 0.250447 0.28655 0.170599 0.141752 0.146731 0.257674 0.186048 0.107 0.10904 0.176465 0.151872 0.0286421
threshold=0.14967500000000003 0.089710000000000026 0.116275 -1.0000000180025095e-35 0.11700000000000001 -0.021334999999999996 1.0000000180025095e-35 -0.052259999999999994 0.078570000000000015 0.084770000000000012 -0.085684999999999997 -0.064339999999999994 -0.016104999999999998 0.089625000000000024 0.087865000000000013 0.091255000000000017 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 16 5 -5 7 -7 9 10 -1 -11 -12 14 -14 -15 -3
right_child=-2 2 -4 4 -6 6 -8 -9 -10 11 12 -13 13 15 -16 -17 -18
leaf_value=0.020399842611225471 -0.0088083646872707897 0.0086045131805141343 0.016281168847307272 0.010261378767366569 0.012911194709402956 0.0068722299174290586 -0.011501232190336864 -0.00086839220566079986 0.00074412242626008479 -0.0031184500124947505 0.0017719612863082831 0.010397256416787244 0.0093971427918990436 -0.0019084065862446558 0.01839556733973511 0.0080786789837909243 0.014056263104644154
leaf_weight=57 52 61 72 70 65 106 59 336 65 63 59 53 862 52 67 245 54
leaf_count=57 52 61 72 70 65 106 59 336 65 63 59 53 862 52 67 245 54
internal_value=0 0.00710543 0.00458952 0.00346622 0.0020686 0.00083118 -0.000482827 0.000983891 0.0084638 0.00880672 0.00930373 0.00304134 0.00881013 0.00914737 0.010048 0.00632405 0.0111801
internal_weight=0 2346 823 751 636 571 501 442 1523 1458 1342 116 1285 1226 929 297 115
internal_count=2398 2346 823 751 636 571 501 442 1523 1458 1342 116 1285 1226 929 297 115
is_linear=0
shrinkage=0.16829


Tree=5621
num_leaves=20
num_cat=0
split_feature=1 2 2 4 2 147 2 1 13 48 4 13 49 151 4 51 156 13 43
split_gain=13.7151 2.56944 2.20707 1.26747 1.36409 0.988896 0.683704 0.401945 0.453949 0.42112 0.337445 0.277085 0.285424 0.263339 0.350556 0.227705 0.361122 0.190924 0.104524
threshold=0.10538500000000002 0.14271500000000001 -1.0000000180025095e-35 -0.021234999999999997 1.0000000180025095e-35 0.088610000000000008 0.12330500000000001 0.089710000000000026 -0.14545999999999995 0.081275000000000014 0.020345000000000005 -0.085164999999999977 0.097940000000000013 -0.0033899999999999994 0.45363500000000007 -0.13690499999999997 0.088410000000000016 -0.081029999999999977 -0.034884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 7 8 -1 17 15 -12 -13 -6 -15 -10 -17 -9 -19
right_child=1 -3 3 4 13 -7 -8 9 10 -11 11 12 -14 14 -16 16 -18 18 -20
leaf_value=0.0017436422313924487 0.0004655910823597526 0.00032494568958237735 0.0014340295310160463 0.0013180461254585715 0.00094528273326924142 0.00096373526021225036 0.0010639110165376392 0.0012120687519731328 0.001659702254779919 0.0011238590107906397 0.0011034342613541409 0.0015643060333721138 0.0012431730057965284 0.00047344224854146077 0.0008520165473733342 0.0014656867240808163 0.0011992927328375409 0.0013626969046737381 0.0015189914501427663
leaf_weight=58 93 102 71 70 60 54 58 52 63 85 53 58 67 52 56 1083 60 101 102
leaf_count=58 93 102 71 70 60 54 58 52 63 85 53 58 67 52 56 1083 60 101 102
internal_value=0 0.000793222 0.000911951 0.00104618 0.000930327 0.00140591 0.00141887 0.0014304 0.00145472 0.00132715 0.00144259 0.0013066 0.00139246 0.000768568 0.000670066 0.00146263 0.00145173 0.00139477 0.0014414
internal_weight=0 504 402 309 238 1894 1840 1782 1442 340 1384 178 125 168 108 1206 1143 255 203
internal_count=2398 504 402 309 238 1894 1840 1782 1442 340 1384 178 125 168 108 1206 1143 255 203
is_linear=0
shrinkage=0.0032998


Tree=5622
num_leaves=13
num_cat=0
split_feature=2 15 30 2 15 15 47 43 50 1429 13 43
split_gain=0.546285 0.279622 0.273272 0.127621 0.173126 0.217745 0.208267 0.230208 0.165792 0.202942 0.137757 0.0367781
threshold=0.14271500000000001 -0.069404999999999981 0.086430000000000021 0.13194500000000003 -0.41880499999999993 -0.13309999999999997 0.09364500000000002 -0.042649999999999993 -0.14320999999999998 0.087865000000000013 -0.00016499999999999997 -0.048514999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 10 8 -8 -7 -10 11 -6
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 -12 -13
leaf_value=-0.0014021189300728162 0.0023631657887171228 -0.013383957619326786 -0.0042941962496059732 0.014919979225696916 0.0068354869292559291 0.016715076395264882 0.0063109522554509068 -0.0081427143720530504 0.007615978039630677 -0.0010944207888027614 0.020683499269761027 0.013242922832831884
leaf_weight=63 80 53 57 64 53 54 78 52 1661 79 52 52
leaf_count=63 80 53 57 64 53 54 78 52 1661 79 52 52
internal_value=0 -0.0038985 0.00719071 0.00748801 0.00726532 0.00752858 0.00703489 0.000515666 0.0075063 0.00721947 0.0135672 0.0100258
internal_weight=0 133 2265 2208 2144 2081 1924 130 1794 1740 157 105
internal_count=2398 133 2265 2208 2144 2081 1924 130 1794 1740 157 105
is_linear=0
shrinkage=0.16829


Tree=5623
num_leaves=19
num_cat=0
split_feature=4 2 123 2 2 0 14 0 4 2 43 4 4 42 16 2 15 42
split_gain=18.3829 4.80899 3.30918 1.61757 1.30742 1.44826 1.34033 0.588753 0.547356 0.482702 0.427563 0.415242 0.324977 0.292388 0.177444 0.227478 0.131624 0.120884
threshold=0.30163500000000004 0.14234000000000005 0.080635000000000012 0.13880500000000004 0.10045500000000002 -0.12118 0.078400000000000011 -0.10891999999999999 0.0063250000000000008 0.064660000000000009 -0.081694999999999976 -0.26545999999999997 0.0047850000000000011 0.095980000000000024 0.41088500000000006 0.10836000000000003 -0.41606999999999994 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 6 -6 7 12 11 -2 -4 -9 -1 14 15 -7 -11 -10
right_child=3 -3 10 -5 5 13 -8 8 17 16 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00060881201425451383 -4.3707838784939326e-05 0.0001244861123603311 0.00024336224312420421 -0.0004398528766043758 0.00039513849870126026 0.0010251383758655057 0.0015520292803734308 0.0013381014914536158 0.00075257390222840969 0.00041466077169304477 0.00064243953481848265 0.0010544214002076932 0.0009482984733874411 0.0007256089233299368 0.001091526102568609 0.00076575198727138081 0.00018466725232449538 0.00095428474587901742
leaf_weight=52 76 76 62 67 69 82 55 60 73 54 56 1190 78 65 94 70 56 63
leaf_count=52 76 76 62 67 69 82 55 60 73 54 56 1190 78 65 94 70 56 63
internal_value=0 0.000940237 0.000970185 -9.35289e-08 0.00100265 0.00082852 0.00104475 0.00102632 0.00104633 0.000158125 0.000433053 0.00106807 0.000812775 0.000924559 0.000976983 0.000905916 0.000297893 0.000846273
internal_weight=0 2145 2069 253 1951 380 1571 1516 1386 186 118 1250 130 311 246 152 110 136
internal_count=2398 2145 2069 253 1951 380 1571 1516 1386 186 118 1250 130 311 246 152 110 136
is_linear=0
shrinkage=0.0032998


Tree=5624
num_leaves=19
num_cat=0
split_feature=2 4 0 0 15 48 42 4 15 2 3 3 2 479 4 13 15 15
split_gain=0.490263 0.266057 0.21038 0.335915 0.217507 0.288548 0.180596 0.189204 0.20122 0.167919 0.169865 0.193914 0.161149 0.134466 0.150826 0.121338 0.0945679 0.0782611
threshold=0.17576500000000003 0.043850000000000007 -0.11692999999999999 -0.097414999999999988 0.016500000000000004 0.085265000000000021 0.095650000000000013 0.058330000000000007 -0.41971499999999995 -0.007134999999999999 -0.055389999999999988 0.06269000000000001 0.084095000000000017 0.078750000000000014 -0.086574999999999985 -0.087359999999999979 -0.089734999999999995 -0.093464999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -3 -9 -5 13 -12 -10 14 -11 -14 -17 -8
right_child=-2 6 3 9 -6 -7 17 8 12 10 11 -13 15 -15 -16 16 -18 -19
leaf_value=-0.01140938304375704 -0.0097795090718167735 -0.0046454968261020416 0.020877623774534986 -0.0011128528160733672 0.010019709856897702 0.0049447912538947755 0.0012221882500129076 -0.00029168797500311915 0.014790597558897353 0.0037001596556004049 0.0216383599945335 0.0082042500445222381 -5.7700386080476962e-05 -0.00080834029435067345 0.0085491329971102131 0.0041402056742231713 0.013036746016036143 -0.0075481228217310669
leaf_weight=53 54 53 56 60 65 72 64 103 80 220 53 73 66 54 1083 67 70 52
leaf_count=53 54 53 56 60 65 72 64 103 80 220 53 73 66 54 1083 67 70 52
internal_value=0 0.00642666 0.00742606 0.00805554 0.00211899 -0.00197501 0.00320193 0.0047639 0.00606052 0.00758902 0.0079423 0.0138694 0.00837881 0.00739064 0.00773181 0.00584314 0.008699 -0.00269384
internal_weight=0 2344 1789 1599 190 125 555 439 386 1543 1483 126 283 1357 1303 203 137 116
internal_count=2398 2344 1789 1599 190 125 555 439 386 1543 1483 126 283 1357 1303 203 137 116
is_linear=0
shrinkage=0.16829


Tree=5625
num_leaves=23
num_cat=0
split_feature=4 42 11 2 157 1212 4 4 1456 42 50 15 133 42 4 4 4 4 15 15 133 4
split_gain=0.304846 0.178838 0.175301 0.283313 0.159965 0.160868 0.27307 0.200293 0.27954 0.213347 0.165044 0.155264 0.151192 0.193446 0.148067 0.15637 0.112652 0.10658 0.196463 0.130519 0.0595245 0.0634679
threshold=0.0099250000000000015 -0.14509999999999998 1.0000000180025095e-35 0.098215000000000011 -0.10151999999999999 0.091220000000000009 -0.080429999999999988 -0.080164999999999986 -0.077349999999999988 0.085790000000000019 0.089145000000000016 0.089050000000000004 -0.23133499999999999 0.11159000000000001 0.056640000000000003 0.26790000000000008 -0.075414999999999982 0.40780000000000005 -0.4680149999999999 -0.26826999999999995 0.089135000000000006 0.076415000000000025
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 -1 4 -4 -3 7 -7 9 -9 10 -6 -11 -2 14 -14 20 -10 -17 -19 -20 21 -16
right_child=12 2 3 -5 5 6 -8 8 16 11 -12 -13 13 -15 15 17 -18 18 19 -21 -22 -23
leaf_value=0.014737310987579494 0.010379098060685833 -0.003698706950822547 0.021148143930328187 0.0036158251488817312 0.0050325902189439472 -0.0094275603076428571 0.0059992176063019846 -0.0052103968501844167 0.00056960556810325361 0.018886914763405087 0.015010217128146366 0.0071436501796925608 -0.0041015589699184597 -0.0084053808889359739 0.0043511813893137505 -0.005931345949290707 0.0063148810554234909 0.0094314769318875977 -0.0072478783279185119 0.0042165470505331759 0.0025202984938223014 0.01194260781625253
leaf_weight=64 52 55 52 53 300 53 84 76 114 85 56 52 95 57 54 58 662 69 61 52 64 77
leaf_count=64 52 55 52 53 300 53 84 76 114 85 56 52 95 57 54 58 662 69 61 52 64 77
internal_value=0 0.00599224 0.00565029 0.0123156 0.00519378 0.00552501 1.80801e-05 0.0060846 0.00451807 0.00878823 0.00660715 0.0144427 0.00167839 0.00090457 0.00190922 0.00322605 0.00547317 0.000342071 0.00235116 -0.00195631 0.00676634 0.00882703
internal_weight=0 1706 1642 105 1537 1482 137 1345 852 493 356 137 639 587 530 435 776 240 182 113 195 131
internal_count=2345 1706 1642 105 1537 1482 137 1345 852 493 356 137 639 587 530 435 776 240 182 113 195 131
is_linear=0
shrinkage=0.16829


Tree=5626
num_leaves=17
num_cat=0
split_feature=15 2 13 39 447 160 52 52 2 15 13 13 52 2 157 2
split_gain=6.41142 3.16495 1.38766 1.11107 1.08717 0.790389 0.789918 0.63741 0.560631 0.391632 0.387157 0.323393 0.319836 0.24878 0.445005 0.404189
threshold=-0.2987999999999999 0.11366500000000002 -0.14819499999999997 0.081875000000000017 0.084510000000000016 -0.069009999999999988 -0.55820499999999984 -0.23125999999999997 0.098365000000000022 -0.013969999999999998 -0.012149999999999999 -0.018704999999999996 0.047850000000000011 0.078405000000000016 -0.061169999999999995 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 6 -1 -2 -4 13 11 -5 -10 -9 14 -8 -15
right_child=1 2 7 10 -6 -7 8 12 9 -11 -12 -13 -14 15 -16 -17
leaf_value=0.00067493048483008105 0.0015467569920128424 0.00033155403462756987 0.0011863677211456621 0.0010215657554782677 0.00071299731491547655 0.00022442775802731071 0.00081387402803690962 0.00064110404897997197 0.0010257797200190755 0.0011516817258194554 0.00067370278539122773 0.00068816784586564462 0.00095475731639720865 0.0012776653763526043 0.0011395258042235412 0.0011406354811053954
leaf_weight=73 55 69 53 66 63 102 53 92 66 91 76 60 59 400 374 593
leaf_count=73 55 69 53 66 63 102 53 92 66 91 76 60 59 400 374 593
internal_value=0 0.00106947 0.000736896 0.00111731 0.00114008 0.000412553 0.00115597 0.000873825 0.00114281 0.000985553 0.000835634 0.000865292 0.000763891 0.00116682 0.00109919 0.00119587
internal_weight=0 2170 273 1897 1755 175 1692 204 1637 217 142 126 151 1420 427 993
internal_count=2345 2170 273 1897 1755 175 1692 204 1637 217 142 126 151 1420 427 993
is_linear=0
shrinkage=0.0032998


Tree=5627
num_leaves=15
num_cat=0
split_feature=52 0 12 13 13 0 16 12 13 12 475 15 3 0
split_gain=0.313241 0.386721 0.316543 0.240068 0.280271 0.287931 0.201634 0.233763 0.174295 0.161457 0.144362 0.131228 0.10683 0.045561
threshold=-0.53082999999999991 0.09395000000000002 -0.12529499999999996 -0.117405 0.055020000000000006 -0.045754999999999997 0.041625000000000002 -0.092124999999999985 -0.077849999999999989 0.096510000000000012 -0.07550999999999998 -0.082674999999999985 -0.099169999999999994 -0.080309999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 11 5 6 7 -5 -8 13 -1 -4 -11 -6
right_child=1 -3 3 4 9 -7 8 -9 -10 12 -12 -13 -14 -15
leaf_value=0.018087219482516584 0.016384274075980629 -0.0069159935002162725 0.0034792218550422408 -0.0051703985572337024 -0.0019184323328024229 0.014396923961648369 0.0069558877023239204 0.0062094506383657622 -0.0039028795082560581 0.0085246376996907999 0.0074410107112867756 -0.0068243128369835943 -0.0010404020481995114 -0.0087654496849697127
leaf_weight=67 64 84 62 53 59 100 64 1326 121 63 80 80 69 53
leaf_count=67 64 84 62 53 59 100 64 1326 121 63 80 80 69 53
internal_value=0 0.00427373 0.0047192 0.00435415 0.00485128 0.0056324 0.00507086 0.00577078 -0.000136622 -0.000468396 0.0123056 -0.00231293 0.00351112 -0.00517458
internal_weight=0 2198 2114 2050 1908 1664 1564 1379 185 244 147 142 132 112
internal_count=2345 2198 2114 2050 1908 1664 1564 1379 185 244 147 142 132 112
is_linear=0
shrinkage=0.16829


Tree=5628
num_leaves=24
num_cat=0
split_feature=1 12 1 3 4 11 4 3 51 2 3 12 49 124 11 13 403 157 42 3 42 13 133
split_gain=20.2342 5.32994 2.24452 1.44947 1.29105 1.08645 1.02348 0.998314 0.600398 0.585563 0.405565 0.381497 0.368157 0.312558 0.278237 0.223388 0.496688 0.232069 0.215587 0.262017 0.174527 0.132236 0.124774
threshold=0.12337000000000002 0.077755000000000005 0.10141500000000002 0.30112000000000005 0.043850000000000007 1.0000000180025095e-35 0.41939500000000002 0.0025650000000000004 -0.096089999999999981 0.092235000000000025 -0.072024999999999992 0.099055000000000018 -1.0000000180025095e-35 -0.083034999999999984 0.085155000000000022 -0.08533499999999998 -0.0076149999999999994 -0.063304999999999986 -0.0015249999999999999 -0.087244999999999975 0.089905000000000013 -0.006474999999999999 0.026115000000000003
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=1 2 8 6 5 10 -2 13 -1 12 15 20 -10 -4 -7 16 -3 -18 21 -20 -6 -17 -12
right_child=3 4 7 -5 11 14 -8 -9 9 -11 22 -13 -14 -15 -16 18 17 -19 19 -21 -22 -23 -24
leaf_value=0.0018080052948519841 0.001005487047809703 0.0020432275394147432 0.00098612795979435928 0.00016941674601285892 0.0016549984926385855 0.0022000510179218048 0.00045887599492403441 0.0012736988785425733 0.0013707151301512815 0.0012228981522772553 0.0014482060474610111 0.0012728733203953657 0.0017583434335820978 0.00062473156159115173 0.0018731978433961355 0.001821689910151922 0.0019003008916958224 0.0016584742852094312 0.0014518724548399913 0.001675928791320872 0.0014271948611465411 0.0016961422212283417 0.0016495436935732627
leaf_weight=52 77 71 52 72 90 57 73 92 52 99 85 79 58 54 62 170 62 168 70 381 68 238 63
leaf_count=52 77 71 52 72 90 57 73 92 52 99 85 79 58 54 62 170 62 168 70 381 68 238 63
internal_value=0 0.00160217 0.00128704 0.000554905 0.00168907 0.00172667 0.000739705 0.00102154 0.00148831 0.00140861 0.00169904 0.00146256 0.00157542 0.000802353 0.00203005 0.00172004 0.00179928 0.00172382 0.00169224 0.00164123 0.00155718 0.00174854 0.00153415
internal_weight=0 2123 459 222 1664 1427 150 198 261 209 1308 237 110 106 119 1160 301 230 859 451 158 408 148
internal_count=2345 2123 459 222 1664 1427 150 198 261 209 1308 237 110 106 119 1160 301 230 859 451 158 408 148
is_linear=0
shrinkage=0.0032998


Tree=5629
num_leaves=29
num_cat=0
split_feature=1 52 0 12 12 51 1 1 133 0 0 1 52 52 1212 403 475 403 15 159 12 0 1 0 1 50 456 133
split_gain=6.721 1.33142 1.1605 0.820062 0.644925 0.53834 0.573809 0.414023 0.356184 0.608777 0.338082 0.331644 0.282777 0.227931 0.283925 0.227528 0.374604 0.349799 0.222622 0.183813 0.146896 0.1421 0.146206 0.15871 0.134683 0.114523 0.107835 0.0914851
threshold=0.10491000000000002 -0.29521499999999995 -0.057864999999999993 0.083325000000000024 0.093840000000000021 -0.10593999999999999 0.090485000000000024 0.13752500000000004 0.085275000000000004 -0.12608499999999997 -0.15135999999999997 0.12608000000000003 0.0085900000000000021 0.11614000000000001 0.090080000000000007 -0.0076149999999999994 -0.085684999999999997 -0.081934999999999994 -0.092459999999999987 -0.023859999999999996 0.086795000000000011 -0.091674999999999993 0.095510000000000012 -0.081574999999999995 0.078435000000000019 0.020130000000000006 1.0000000180025095e-35 0.10209000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 5 13 -1 12 -4 9 10 -3 -11 24 14 15 17 -17 20 -8 -15 -5 -6 23 -23 -7 27 -18 -25
right_child=1 2 7 4 21 6 18 -9 -10 11 -12 -13 -14 19 -16 16 26 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29
leaf_value=0.0011530243023033509 0.0010194021799368146 0.00065413587885093563 0.00038684936145330965 0.0012422804009370909 0.00077658120118612585 0.00069025286096644032 0.00075371115973494967 1.3299305739825685e-05 0.00035824061118185113 0.00094389555665564577 0.00031321074993985687 0.00060272813093380933 0.0010504991781470692 0.0010426954721126048 0.00090242872883944576 0.001311324305403744 0.0010510673593394069 0.0014287070772536848 0.00045380880337144461 0.0007844415290753046 0.0010536126655849522 0.0010842796397054883 0.0011037555365691191 0.00086209755540324893 0.00091336042917296452 0.00074045721864739742 0.00089469220768568212 0.0010010807987250374
leaf_weight=52 59 66 79 74 72 66 52 55 55 80 62 52 78 71 88 60 422 52 58 55 130 52 53 146 57 53 58 88
leaf_count=52 59 66 79 74 72 66 52 55 55 80 62 52 78 71 88 60 422 52 58 55 130 52 53 146 57 53 58 88
internal_value=0 0.00055282 0.000491431 0.000981838 0.00101655 0.000840784 0.000788463 0.000233789 0.00060092 0.00065212 0.000489276 0.000809763 0.00089367 0.00106355 0.00108251 0.00110237 0.00106332 0.00118462 0.000595901 0.000930245 0.00112222 0.000914175 0.000939357 0.000913551 0.000793931 0.000882495 0.00103225 0.000914515
internal_weight=0 508 449 1837 1474 363 311 134 315 260 128 132 201 1010 884 796 540 256 110 126 204 464 392 339 123 287 480 234
internal_count=2345 508 449 1837 1474 363 311 134 315 260 128 132 201 1010 884 796 540 256 110 126 204 464 392 339 123 287 480 234
is_linear=0
shrinkage=0.0032998


Tree=5630
num_leaves=34
num_cat=0
split_feature=4 3 3 43 14 0 0 4 156 48 50 3 2 0 4 2 133 4 3 4 51 2 13 4 2 2 13 0 403 4 0 133 403
split_gain=22.5685 9.92723 4.73801 3.77527 1.06281 1.133 0.798928 0.807218 0.627725 0.623952 0.598942 0.589639 0.556034 0.579951 0.414862 0.410818 0.381743 0.337475 0.596244 0.247303 0.44612 0.2 0.171687 0.149701 0.195218 0.115072 0.119905 0.14099 0.116193 0.105369 0.0750487 0.070474 0.0515867
threshold=0.30163500000000004 -0.065259999999999999 0.25468500000000005 -0.040789999999999993 -0.45687499999999998 -0.17106499999999999 -0.079119999999999982 -0.078129999999999991 0.050840000000000003 0.086665000000000006 0.089465000000000017 -0.016164999999999995 0.088475000000000012 -0.066044999999999979 0.065590000000000009 0.11161 0.087195000000000009 -0.49269499999999994 -0.10175499999999998 -0.0065299999999999993 -0.0061899999999999993 0.089540000000000022 -0.083814999999999987 -0.00076499999999999995 0.090965000000000018 0.083715000000000026 -0.08533499999999998 -0.085474999999999982 -0.074254999999999988 -0.011964999999999998 -0.082454999999999987 0.087425000000000017 -0.090799999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 9 -2 -6 7 25 15 16 12 -7 13 -8 19 23 -3 -14 -19 22 -21 -22 31 -5 -25 28 -27 -28 -1 -20 -24 -9 -29
right_child=4 2 -4 8 5 11 10 14 -10 -11 -12 -13 17 -15 -16 -17 -18 18 29 20 21 -23 30 24 -26 26 27 32 -30 -31 -32 -33 -34
leaf_value=0.0019452057138044903 0.00081097293556096114 0.0011166283196217476 0.00018649749169257876 0.0012529966473425755 0.00063884282241137775 0.00037126998003680635 0.0014216771609024772 0.001657100787384261 0.0016605568114130441 0.00054951695669907825 0.0016904916157476338 -7.2300765811913106e-05 0.001720606409866167 0.00094936068333298157 0.001328725136168396 0.0010684350814209789 0.00073160019966693316 0.0011154113308709896 0.0015632393170172268 0.0019360815177996828 0.0016694482370163135 0.0014232772070117566 0.0013857865727751907 0.0016087751546154455 0.0013273696311633882 0.0017928147158383111 0.0015019699174631666 0.0017927961900104598 0.001724800425027997 0.0013906411216230556 0.00153276445819543 0.0014969605443094563 0.0016536115654703584
leaf_weight=52 52 63 61 63 65 55 64 101 71 72 102 80 54 52 86 61 52 53 141 52 105 59 102 53 60 103 56 54 64 60 73 52 101
leaf_count=52 52 63 61 63 65 55 64 101 71 72 102 80 54 52 86 61 52 53 141 52 105 59 102 53 60 103 56 54 64 60 73 52 101
internal_value=0 0.00143452 0.00105492 0.00116186 0.000390343 0.000280803 0.00156757 0.00162005 0.00138656 0.000791585 0.00146175 0.000108152 0.00140664 0.00121025 0.0015443 0.00130433 0.000942835 0.00148049 0.0014293 0.00157832 0.00166672 0.0015811 0.00151999 0.00138589 0.00145967 0.00173095 0.0016965 0.00164932 0.00182391 0.00151189 0.0014473 0.0016029 0.00170233
internal_weight=0 2142 556 495 252 200 1586 1060 308 187 526 135 424 116 630 237 115 308 254 544 216 164 328 176 113 430 314 211 116 201 175 153 155
internal_count=2394 2142 556 495 252 200 1586 1060 308 187 526 135 424 116 630 237 115 308 254 544 216 164 328 176 113 430 314 211 116 201 175 153 155
is_linear=0
shrinkage=0.0032998


Tree=5631
num_leaves=20
num_cat=0
split_feature=1 1 150 15 0 50 52 48 52 157 48 48 0 15 133 50 15 52 0
split_gain=0.525299 0.253672 0.250155 0.199827 0.220986 0.145974 0.235446 0.124219 0.150284 0.117672 0.149981 0.242362 0.205865 0.115125 0.109835 0.104252 0.119659 0.10807 0.177237
threshold=0.14262000000000002 0.092415000000000011 -1.0000000180025095e-35 -0.077559999999999976 -0.10803999999999998 0.041865000000000006 -0.086814999999999989 0.094925000000000023 -0.080429999999999988 -0.084639999999999979 0.090225000000000014 0.097025000000000014 -0.0088949999999999984 -0.17677499999999999 0.086505000000000012 0.10114000000000002 -0.0099749999999999978 -0.42890999999999996 -0.063914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 7 -5 6 -6 8 -4 14 12 -12 15 -10 -1 17 -17 -11 -19
right_child=-2 2 3 4 5 -7 -8 -9 13 10 11 -13 -14 -15 -16 16 -18 18 -20
leaf_value=0.017000044937877455 -0.0060068662295481101 -0.0063790132151422775 -0.0029079542962678869 0.017146191578558581 0.009141509109830177 0.011857578755241389 -0.0027190580185931044 -0.0041689617347236444 0.0032019726136562573 0.014533096143904554 -0.0061745629926742204 0.0079662701558234177 0.016524035681650485 0.012255930506138978 0.0071418903553050915 0.008623645223395135 -0.0027755024286014235 0.008544137122025678 -0.0015027753467058468
leaf_weight=84 87 54 62 65 101 89 89 65 102 79 53 97 87 66 53 52 52 1005 52
leaf_count=84 87 54 62 65 101 89 89 65 102 79 53 97 87 66 53 52 52 1005 52
internal_value=0 0.00730324 0.00460444 0.00553543 0.00829337 0.00622445 0.00357631 0.00231329 0.00415304 0.00846091 0.00802017 0.00295787 0.00859105 0.00676958 0.0131994 0.00803301 0.0029068 0.00850073 0.00804817
internal_weight=0 2307 693 639 344 279 190 295 230 1614 1477 150 1327 168 137 1240 104 1136 1057
internal_count=2394 2307 693 639 344 279 190 295 230 1614 1477 150 1327 168 137 1240 104 1136 1057
is_linear=0
shrinkage=0.16829


Tree=5632
num_leaves=15
num_cat=0
split_feature=3 15 49 447 48 1 403 3 2 52 1 13 15 160
split_gain=0.580946 0.186793 0.16746 0.162822 0.176302 0.115928 0.110859 0.287473 0.176558 0.374865 0.195369 0.152878 0.0870544 0.0741509
threshold=0.25468500000000005 -0.41971499999999995 0.15093000000000004 0.089095000000000021 -0.082959999999999992 0.13630500000000004 -0.092059999999999989 -0.086049999999999988 0.11266500000000002 -0.23125999999999997 0.095025000000000012 -0.050754999999999995 0.08597500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -3 -2 7 12 10 -10 -8 -9 -6 -1
right_child=5 2 -4 -5 6 -7 8 11 9 -11 -12 -13 -14 -15
leaf_value=0.0039391647139248092 -0.00014940267966365837 0.016589242285215206 -0.0024584360016538568 -0.0024327046566544712 0.01180587672374603 -0.010959659911432076 0.0066210769723885786 0.0011162979887856265 0.021909080489676856 0.0061263070959458581 0.0017664957654299862 0.011303884646995039 0.021479296335885176 -0.0047972914063708488
leaf_weight=54 52 54 56 52 53 62 1239 95 62 138 291 75 55 56
leaf_count=54 52 54 56 52 53 62 1239 95 62 138 291 75 55 56
internal_value=0 0.00625823 0.00660124 0.00684208 0.00707685 -0.00604443 0.00682014 0.00995073 0.00631604 0.011028 0.00569893 0.00562139 0.0167488 -0.000492153
internal_weight=0 2280 2170 2114 2062 114 2008 278 1730 200 1530 170 108 110
internal_count=2394 2280 2170 2114 2062 114 2008 278 1730 200 1530 170 108 110
is_linear=0
shrinkage=0.16829


Tree=5633
num_leaves=22
num_cat=0
split_feature=2 2 2 52 52 2 39 150 13 14 42 2 48 42 484 2 13 2 10 1213 155
split_gain=11.9262 6.62442 4.23496 2.53578 1.45499 0.940139 0.826451 0.751301 0.692691 0.640669 0.605753 0.472305 0.587787 0.478961 0.419195 0.319172 0.296165 0.295287 0.259345 0.0943015 0.065387
threshold=0.13290500000000002 -1.0000000180025095e-35 0.10244500000000002 -0.41304999999999997 0.026115000000000003 0.17576500000000003 0.089130000000000015 0.08926000000000002 -0.053824999999999991 0.062655000000000016 0.090775000000000008 0.078405000000000016 -0.015314999999999997 0.086555000000000007 0.083175000000000013 0.11237500000000002 -1.0000000180025095e-35 0.11280000000000003 -0.0069899999999999988 -1.0000000180025095e-35 0.10924000000000002
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 6 7 20 10 8 18 9 -2 11 15 16 -13 -14 -9 -5 19 -6 -1 -3 -4
right_child=5 2 3 4 17 -7 -8 14 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0014098131724178192 0.00079446738173114895 0.0019261194618303591 0.001836810805390177 0.0012409599931426146 0.0018067847578059407 0.00049837149974361449 0.00073437973723764296 0.0014166742429132908 0.0012689750397711355 0.0022026091085669977 0.0014801487467724988 0.0015553758171691916 0.0019697621119540167 0.0018129870975128577 0.0018218756043564927 0.00094276070455228322 0.0015655336341707082 0.0014647966591639539 0.001076751733513649 0.0017760310112490767 0.0020126709627291974
leaf_weight=53 73 65 52 77 63 54 52 63 63 65 59 52 672 322 52 83 70 52 52 242 58
leaf_count=53 73 65 52 77 63 54 52 63 63 65 59 52 672 322 52 83 70 52 52 242 58
internal_value=0 0.00173003 0.00178016 0.00149457 0.00135111 0.000868021 0.00107624 0.00185924 0.00101454 0.00187924 0.0011927 0.00186444 0.00190097 0.00191901 0.0016002 0.00108649 0.00176301 0.00165245 0.0012452 0.00180792 0.00192986
internal_weight=0 2204 2047 444 334 190 157 1603 136 1488 219 1423 1046 994 115 160 377 115 105 307 110
internal_count=2394 2204 2047 444 334 190 157 1603 136 1488 219 1423 1046 994 115 160 377 115 105 307 110
is_linear=0
shrinkage=0.0032998


Tree=5634
num_leaves=13
num_cat=0
split_feature=3 4 14 15 3 16 3 15 4 3 1455 43
split_gain=0.46779 0.206541 0.169393 0.43383 0.190723 0.14744 0.136194 0.286803 0.27355 0.270855 0.135267 0.0754263
threshold=0.25468500000000005 -0.51381999999999983 -0.10708499999999999 -0.19301999999999997 0.11191000000000002 -0.098324999999999982 -0.0020049999999999994 -1.0000000180025095e-35 -0.1075 -0.1535 0.083760000000000015 -0.071899999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 6 -2 8 -8 9 -5 -10 -4
right_child=5 2 3 4 -6 -7 7 -9 10 -11 -12 -13
leaf_value=0.016740917501676691 -0.01111544079759429 0.013710300211545318 -0.0090112248196051806 0.0049098221401830348 -0.0024799850051553398 0.0010121839930153501 0.0055022995944289674 0.020276875585896352 0.0074246997995079111 -0.010162043252851204 0.0011079207763092236 -7.7511189743160037e-05
leaf_weight=55 52 84 52 93 64 62 90 64 1566 53 103 56
leaf_count=55 52 84 52 93 64 62 90 64 1566 53 103 56
internal_value=0 0.00653356 0.00628043 0.00598809 0.00654059 -0.00450396 0.00683471 0.011654 0.0064248 -0.000549166 0.00703595 -0.00439556
internal_weight=0 2280 2225 2141 2033 114 1969 154 1815 146 1669 108
internal_count=2394 2280 2225 2141 2033 114 1969 154 1815 146 1669 108
is_linear=0
shrinkage=0.16829


Tree=5635
num_leaves=19
num_cat=0
split_feature=1 1 123 151 47 4 43 16 4 15 43 43 11 16 4 43 16 4
split_gain=16.5711 1.81481 1.41654 0.971247 0.674674 0.6897 0.641203 0.774383 0.513178 0.403338 0.389283 0.296583 0.383938 0.424489 0.379668 0.340261 0.338072 0.205273
threshold=0.10752500000000002 0.12450500000000002 0.081990000000000021 0.050660000000000004 0.10421000000000001 -0.021234999999999997 -0.072864999999999985 -0.072054999999999994 0.054560000000000004 -0.10981499999999998 -0.073404999999999984 -0.11278499999999998 0.077290000000000011 -0.0070899999999999991 -0.46376499999999993 0.061400000000000003 -0.077734999999999985 0.26379000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 5 -2 -3 -8 11 -10 -11 16 13 15 -15 -13 -1 -7
right_child=1 6 -4 -5 -6 17 7 -9 9 10 -12 12 -14 14 -16 -17 -18 -19
leaf_value=0.0017940504352742912 0.0014285229593589933 0.00052162060871766296 0.0012710464357653768 0.0013282208302506187 0.0015342003076761943 0.00081252471181348567 0.00070406325518026613 0.0011819372104320011 0.0018326894589557863 0.0016883531166286382 0.001364845907591539 0.0018336591802310871 0.0020124931747887644 0.0019206800055950794 0.0016292136236931618 0.0016579417023035294 0.0015053842414032058 0.0010912463660500806
leaf_weight=83 52 68 78 65 54 52 87 65 58 75 93 769 75 59 330 148 101 69
leaf_count=83 52 68 78 65 54 52 87 65 58 75 93 769 75 59 330 148 101 69
internal_value=0 0.00100322 0.00170839 0.00172675 0.0012105 0.00110925 0.000789182 0.000908649 0.00174119 0.00159258 0.00150948 0.00176263 0.00177951 0.0017661 0.00167351 0.00180534 0.00163579 0.000971756
internal_weight=0 447 1934 1856 227 173 220 152 1791 226 168 1565 1381 1306 389 917 184 121
internal_count=2381 447 1934 1856 227 173 220 152 1791 226 168 1565 1381 1306 389 917 184 121
is_linear=0
shrinkage=0.0032998


Tree=5636
num_leaves=9
num_cat=0
split_feature=49 1455 10 13 147 52 482 0
split_gain=0.269725 0.197508 0.173953 0.34459 0.182593 0.153132 0.14238 0.169281
threshold=-0.16273499999999999 0.10563500000000002 0.058500000000000003 -0.42334499999999992 0.089365000000000014 0.51388500000000004 0.089925000000000019 -0.13314999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.0045514240653093552 0.018742497772583334 0.016847206031040379 -0.0028893491395286137 0.0026567006365551898 -0.0022741543614744624 0.01523239901835584 0.00012964131395547425 0.0074801968672304642
leaf_weight=59 68 56 52 236 64 60 93 1693
leaf_count=59 68 56 52 236 64 60 93 1693
internal_value=0 0.00695284 0.00670752 0.00693373 0.00655872 0.0068311 0.00658091 0.00689101
internal_weight=0 2322 2266 2214 2146 2082 2022 1929
internal_count=2381 2322 2266 2214 2146 2082 2022 1929
is_linear=0
shrinkage=0.16829


Tree=5637
num_leaves=23
num_cat=0
split_feature=1 2 12 2 12 14 1 13 12 2 2 1 13 3 12 2 43 12 2 3 43 12
split_gain=16.4296 3.47225 2.45876 1.79107 1.28816 1.15824 0.935745 0.962352 0.758653 0.602912 0.666128 0.591083 0.698582 0.520343 0.901033 0.397749 0.343164 0.299152 0.273028 0.258056 0.233093 0.0812846
threshold=0.10508500000000001 0.12051500000000002 0.087245000000000003 0.096930000000000016 -0.029844999999999997 0.054835000000000009 0.092730000000000021 -0.032264999999999995 0.11408000000000001 -1.0000000180025095e-35 0.10912000000000001 0.096125000000000016 0.0015850000000000003 0.081640000000000004 0.082165000000000016 0.14106500000000002 -0.076974999999999988 0.10124000000000001 0.090000000000000011 -0.10468499999999999 0.053035000000000006 0.097610000000000016
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 9 5 -5 6 13 -8 11 -2 -11 12 16 14 -1 -3 -6 -4 19 -16 -20 -18
right_child=1 15 17 4 8 -7 7 -9 -10 10 -12 -13 -14 -15 18 -17 21 -19 20 -21 -22 -23
leaf_value=0.0020270715658474736 0.00066168471353771898 0.00072740641727314496 0.0016191636523665257 0.00093586397266718908 0.0017688808536667374 0.0021081770794324924 0.0015821056551462019 0.0010403792768465066 0.0011943499116885388 0.0013115271933373861 0.00079501746174637916 0.001836046192066661 0.0011628358645856471 0.0013543581672139614 0.0019069932593117637 0.00042523004421680862 0.0013886520306638469 0.0012981990972393354 0.0016034642894497699 0.0016618959646057972 0.0013488260891494925 0.0015698850582600607
leaf_weight=74 77 91 73 56 66 57 98 57 85 53 57 63 60 60 52 101 68 59 190 778 52 54
leaf_count=74 77 91 73 56 66 57 98 57 85 53 57 63 60 60 52 101 68 59 190 778 52 54
internal_value=0 0.000919614 0.00113075 0.00158745 0.00140604 0.00164526 0.00162585 0.00138312 0.00147244 0.000886883 0.0010442 0.00154833 0.0014751 0.00165701 0.00167283 0.000568633 0.00157457 0.00147597 0.00164834 0.00167729 0.00154889 0.00146916
internal_weight=0 511 319 1870 452 1418 1361 155 396 187 110 311 248 1206 1146 192 188 132 1072 830 242 122
internal_count=2381 511 319 1870 452 1418 1361 155 396 187 110 311 248 1206 1146 192 188 132 1072 830 242 122
is_linear=0
shrinkage=0.0032998


Tree=5638
num_leaves=16
num_cat=0
split_feature=1 47 4 40 16 14 48 4 4 1 1 16 1 4 4
split_gain=13.6804 1.94565 1.38062 1.27886 0.903965 0.730567 0.741588 0.535979 0.602882 0.47616 0.475665 0.418596 0.31195 0.264336 0.225548
threshold=0.10752500000000002 0.098995000000000014 -0.03463999999999999 -0.079639999999999975 -0.061394999999999998 0.062655000000000016 -0.023659999999999997 -0.49432999999999994 -0.11205499999999999 0.12007000000000002 0.095510000000000012 0.0031900000000000006 0.13849500000000003 0.020345000000000005 0.25759000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -3 6 -5 -8 -9 14 11 -10 -11 -12 -4
right_child=1 4 9 5 -6 -7 7 8 10 12 13 -13 -14 -15 -16
leaf_value=0.0010633793140786183 0.0011981085137251276 0.00091340573775871767 0.00063861138854982369 0.0011705850434690758 0.0015146907620415487 0.0018562157974462629 0.0017553276876664926 0.0011879836707190967 0.0015464772301477597 0.00038199226350163468 0.0011592547303645917 0.0013966804764669475 0.00066788841138034629 0.0014754821603021025 0.00093689495560820961
leaf_weight=76 55 53 55 77 57 62 89 70 1188 91 66 252 78 54 58
leaf_count=76 55 53 55 77 57 62 89 70 1188 91 66 252 78 54 58
internal_value=0 0.000843793 0.00071916 0.00148452 0.0012253 0.00150173 0.00148947 0.00150374 0.00148998 0.000625623 0.00150351 0.00152029 0.000514153 0.00130185 0.000792024
internal_weight=0 447 337 1934 110 1858 1796 1719 1630 282 1560 1440 169 120 113
internal_count=2381 447 337 1934 110 1858 1796 1719 1630 282 1560 1440 169 120 113
is_linear=0
shrinkage=0.0032998


Tree=5639
num_leaves=22
num_cat=0
split_feature=1 52 52 2 1 2 16 1 157 12 1429 12 12 50 13 0 16 1210 2 12 13
split_gain=16.1995 2.33504 1.39204 1.18613 0.801092 1.1788 0.856536 0.71859 0.574577 0.512951 0.482701 0.527994 0.303719 0.269828 0.269893 0.393167 0.22375 0.215911 0.147085 0.184461 0.136905
threshold=0.10508500000000001 -0.40011499999999994 0.12492500000000002 0.093565000000000023 0.12450500000000002 1.0000000180025095e-35 -0.38959499999999997 0.09518500000000002 0.014805 -0.029844999999999997 0.086185000000000012 0.054520000000000006 0.11930500000000001 0.088895000000000016 0.0015850000000000003 -0.088774999999999979 -0.061784999999999993 -0.082214999999999983 0.088885000000000006 0.088545000000000013 -0.09219999999999999
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 4 7 5 -3 -6 10 9 -5 11 -1 13 14 15 -11 -7 -13 20 -20 -19
right_child=1 2 -4 8 6 16 -8 -9 -10 12 -12 17 -14 -15 -16 -17 -18 18 19 -21 -22
leaf_value=0.0017294896831915869 0.0013785494397324464 0.001100369050991155 0.0011051840146593887 0.00097027254888989111 0.00019182148572140202 0.00066830126295879205 0.00065184366706490899 0.0011817299862057213 0.0015736529498559535 0.00112691166651262 0.0011767058081861945 0.0016553650501640628 0.0010498244086556397 0.0015394522263212631 0.0011145173426790995 0.0014224883659876098 0.00039931702788343574 0.0016146354685477218 0.0012474472741710635 0.0014595079662408372 0.0014716538138524037
leaf_weight=103 57 65 68 65 86 88 91 91 67 70 53 74 53 54 80 176 56 88 72 134 690
leaf_count=103 57 65 68 65 86 88 91 91 67 70 53 74 53 54 80 176 56 88 72 134 690
internal_value=0 0.000748438 0.00066925 0.00141157 0.000592362 0.000730941 0.000428529 0.00146644 0.00128476 0.00124582 0.00148775 0.00150192 0.0012871 0.0013201 0.00128366 0.00133852 0.000563941 0.00147973 0.00146649 0.00138556 0.00148787
internal_weight=0 511 454 1870 386 209 177 1305 565 498 1214 1161 433 380 326 246 144 1058 984 206 778
internal_count=2381 511 454 1870 386 209 177 1305 565 498 1214 1161 433 380 326 246 144 1058 984 206 778
is_linear=0
shrinkage=0.0032998


Tree=5640
num_leaves=14
num_cat=0
split_feature=1446 1375 14 1 43 10 0 15 11 52 1455 1211 15
split_gain=0.301639 0.266175 0.245461 0.238261 0.34678 0.513223 0.195166 0.141842 0.245283 0.129445 0.118375 0.106028 0.0801094
threshold=0.10573500000000001 -0.14438999999999999 0.019675000000000002 0.10932500000000002 0.0015250000000000001 -1.0000000180025095e-35 -0.094124999999999986 -0.18708499999999997 0.080150000000000013 -0.054974999999999989 -0.088559999999999986 0.087635000000000005 -0.097499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 12 -3 10 -8 -9 -12 -7
right_child=-2 2 -4 4 -6 6 9 8 -10 -11 11 -13 -14
leaf_value=-0.0037167840560007777 -0.0042101143086537892 0.016726373281740359 0.017220908876703789 -0.010241643390934828 0.017134330507927332 0.0048323773225961344 0.0045837728995000108 0.0014106791065605193 -0.00089720296629226359 0.01456298389539148 0.0089480629242453726 0.014490138588023553 -0.0038701348149320926
leaf_weight=52 57 64 87 72 52 63 71 56 73 78 1467 106 57
leaf_count=52 57 64 87 72 52 63 71 56 73 78 1467 106 57
internal_value=0 0.00816261 0.00843844 0.00808371 0.00432719 0.00236893 0.00575093 0.00891866 0.00862401 0.00981985 0.00905178 0.00932267 0.000683713
internal_weight=0 2298 2246 2159 393 341 269 1766 1702 149 1629 1573 120
internal_count=2355 2298 2246 2159 393 341 269 1766 1702 149 1629 1573 120
is_linear=0
shrinkage=0.16829


Tree=5641
num_leaves=23
num_cat=0
split_feature=4 3 3 43 14 16 0 16 43 4 3 4 3 48 43 123 16 3 4 43 16 150
split_gain=8.5271 3.41824 1.57693 1.01228 0.766976 1.09367 0.641915 0.438578 0.433761 0.450649 0.412638 0.39 0.904378 0.358057 0.298993 0.25709 0.222564 0.146568 0.142946 0.122693 0.111361 0.0968878
threshold=0.30163500000000004 -0.065259999999999999 0.30112000000000005 -0.035884999999999993 -0.41790499999999997 -0.44470499999999996 -0.13010499999999997 -0.0058249999999999994 -0.11990999999999997 -0.47860499999999995 -0.096099999999999977 -0.060264999999999992 0.092330000000000009 0.092065000000000022 0.0054600000000000004 1.0000000180025095e-35 -0.0090499999999999973 -0.10077999999999999 -0.085719999999999977 -0.082144999999999982 0.0060650000000000009 0.081245000000000026
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 6 3 13 -2 21 -1 16 -9 -10 -11 -5 14 15 -13 -3 17 -8 -19 -20 -12 -6
right_child=4 2 -4 11 5 -7 7 8 9 10 20 12 -14 -15 -16 -17 -18 18 19 -21 -22 -23
leaf_value=0.0015451657795111655 0.00085867814900799006 0.0010357659256327307 0.00038735860049058805 0.0013004993721711347 0.00050894027677590931 3.0271714194585991e-05 0.0011051716947538821 0.00085495435383447268 0.0014466247316264899 0.00087563996956662121 0.0012971745291747102 0.0013361609862057476 0.00069062896745051801 0.00057497547398489715 0.00101608817711279 0.00075474997882993473 0.0014649091145664604 0.0013843444032435889 0.0011660739144314304 0.0012703452903203088 0.0011444545932603708 0.00068926806263881139
leaf_weight=73 58 73 52 91 87 55 72 52 59 58 74 70 58 52 61 72 59 101 165 635 223 55
leaf_count=73 58 73 52 91 87 55 72 52 59 58 74 70 58 52 61 72 59 101 165 635 223 55
internal_value=0 0.00116382 0.000934131 0.000993664 0.000524555 0.000426005 0.00124115 0.00122631 0.0011415 0.00117741 0.00113257 0.0011215 0.00103513 0.000811787 0.00118739 0.00089647 0.00126457 0.00125238 0.00126411 0.00124888 0.00118262 0.000579034
internal_weight=0 2100 529 477 255 197 1571 1498 466 414 355 280 189 197 131 145 1032 973 901 800 297 142
internal_count=2355 2100 529 477 255 197 1571 1498 466 414 355 280 189 197 131 145 1032 973 901 800 297 142
is_linear=0
shrinkage=0.0032998


Tree=5642
num_leaves=21
num_cat=0
split_feature=4 123 3 2 14 14 52 2 52 12 43 12 3 2 15 3 52 4 15 3
split_gain=20.8981 7.84011 5.64916 2.88714 1.18633 1.15154 0.900636 0.837513 0.600991 0.540859 0.492767 0.454483 0.443639 0.350739 0.330601 0.306519 0.284254 0.204861 0.185974 0.107672
threshold=0.30163500000000004 0.080635000000000012 0.11372500000000001 0.099675000000000014 0.062655000000000016 -0.41790499999999997 -0.53937999999999986 0.12611000000000003 0.024560000000000002 0.093270000000000006 -1.0000000180025095e-35 -0.08947999999999999 0.12031000000000001 0.10656 0.080840000000000009 -0.10077999999999999 -0.090234999999999996 0.032965000000000001 0.097545000000000007 -0.076969999999999997
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 2 3 4 9 -2 -5 8 13 15 -7 -3 -12 -8 16 -1 -11 -17 -16 -10
right_child=5 11 -4 6 -6 10 7 -9 19 14 12 -13 -14 -15 18 17 -18 -19 -20 -21
leaf_value=0.0015841438979184714 0.001030192022994572 0.001073159652683888 0.00087960876973747573 0.0017855169827344327 0.0022229493904616466 0.00030805554717483068 0.0010854082889156006 0.0010231033518864866 0.0015085231562843239 0.0017177821163051165 0.00084127147805119649 0.00068211735136559546 0.00042541352471042005 0.0014545742416261038 0.0018201988089662556 0.0018231290592283711 0.0014133741247674802 0.001657850123829101 0.0015942495673029154 0.0017188805984090188
leaf_weight=74 58 57 93 71 63 84 52 61 52 54 59 77 54 64 113 945 96 95 67 66
leaf_count=74 58 57 93 71 63 84 52 61 52 54 59 77 54 64 113 945 96 95 67 66
internal_value=0 0.00162154 0.0016742 0.00171363 0.00177758 0.000620944 0.00145022 0.0013694 0.00145953 0.00175812 0.000500277 0.000848719 0.000642855 0.00128939 0.00163954 0.00179322 0.0015232 0.00180807 0.00173629 0.00162648
internal_weight=0 2100 1966 1873 1507 255 366 295 234 1444 197 134 113 116 330 1114 150 1040 180 118
internal_count=2355 2100 1966 1873 1507 255 366 295 234 1444 197 134 113 116 330 1114 150 1040 180 118
is_linear=0
shrinkage=0.0032998


Tree=5643
num_leaves=19
num_cat=0
split_feature=4 123 148 0 11 0 0 48 0 16 4 4 16 50 4 49 11 4
split_gain=28.6347 6.63323 2.95438 1.54231 2.99358 2.57827 1.67492 1.33747 1.17721 0.719215 0.625407 1.09689 0.603379 0.462127 0.450303 0.407925 0.353495 0.162142
threshold=0.30163500000000004 0.081180000000000016 -0.043434999999999994 -0.079119999999999982 1.0000000180025095e-35 -0.13740499999999997 -0.14822499999999997 0.082225000000000006 -0.069389999999999993 0.037060000000000003 -0.42305999999999994 -0.088784999999999989 -0.42004999999999992 0.11690000000000002 -0.060264999999999992 -1.0000000180025095e-35 0.082245000000000013 0.62207000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 10 -3 13 16 -12 15 -7 -13 -2 -5 -17
right_child=12 8 3 7 -6 9 -8 -9 -10 -11 11 14 -14 -15 -16 17 -18 -19
leaf_value=0.0014735397689636927 0.00076901152404177005 0.0015830924466751189 0.0020307732103717752 0.0024791116470255993 0.0028902750398379549 0.0022533779582642501 0.0012619020553837404 0.00163875963105361 0.00094300724446823997 0.0018802868254793603 0.0015552344629837134 0.0021722609713156283 0.00066380826743872383 0.0019312318476563089 0.0019559718996104087 0.0012540162766263112 0.0020919031884312172 0.00099015002068388188
leaf_weight=80 56 80 75 54 64 885 53 98 52 68 53 210 93 53 222 52 53 54
leaf_count=80 56 80 75 54 64 885 53 98 52 68 53 210 93 53 222 52 53 54
internal_value=0 0.00204802 0.00209609 0.00212245 0.00219432 0.00215501 0.00171269 0.0019976 0.0013312 0.00221126 0.00205695 0.00200598 0.00087679 0.00223521 0.00206119 0.00099884 0.00228765 0.00111993
internal_weight=0 2100 1968 1888 1198 1134 128 690 132 1006 592 485 255 938 432 162 107 106
internal_count=2355 2100 1968 1888 1198 1134 128 690 132 1006 592 485 255 938 432 162 107 106
is_linear=0
shrinkage=0.0032998


Tree=5644
num_leaves=24
num_cat=0
split_feature=12 43 10 12 124 1209 51 16 51 51 16 16 52 50 1446 12 14 16 1209 43 43 52 43
split_gain=0.272814 0.3674 0.331391 0.261306 0.208942 0.164838 0.171962 0.244675 0.144179 0.143357 0.194043 0.201151 0.191675 0.142256 0.141109 0.198758 0.173076 0.178308 0.121893 0.120534 0.0488613 0.0523234 0.0488583
threshold=0.084555000000000005 0.055170000000000004 -1.0000000180025095e-35 0.095330000000000012 -0.083034999999999984 -1.0000000180025095e-35 -0.025879999999999997 0.19022000000000003 0.094975000000000018 -0.20826999999999998 -0.0043999999999999994 -0.088869999999999991 -0.23125999999999997 0.090515000000000012 0.08376500000000002 0.083725000000000008 -1.0000000180025095e-35 0.022165000000000004 0.083050000000000013 -0.079854999999999995 -0.064499999999999988 0.033770000000000008 -0.025664999999999997
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=1 2 -1 5 -4 -2 19 8 13 -5 11 22 -12 18 15 16 -6 -18 -8 -7 -13 -22 -11
right_child=3 -3 4 9 14 6 7 -9 -10 10 12 20 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=-0.0035286175500039577 0.021065378804903327 0.018590382391832548 0.015365568662517584 0.014810098380729554 0.014874719359746658 0.013194338573274169 0.011284606073987081 0.00014982962189419568 0.018998743422507621 0.0076153119948355868 0.0084938078410830287 0.016812695378346842 -0.0036863340847445884 0.0054365370494463671 -0.0014885647033235035 0.015803477709943642 0.0025607897422992533 0.010920736985440238 0.01848292195179816 0.023055771879158721 0.0069738963819469084 0.01392269472956696 0.00058597764844481315
leaf_weight=87 64 75 84 78 54 81 500 53 76 52 68 60 79 103 58 67 287 97 78 64 56 72 62
leaf_count=87 64 75 84 78 54 81 500 53 76 52 68 60 79 103 58 67 287 97 78 64 56 72 62
internal_value=0 0.00735893 0.00620886 0.0111819 0.007521 0.0127584 0.0121999 0.0112382 0.0120122 0.00813015 0.00696571 0.0094081 0.0019358 0.0112298 0.00634739 0.00725092 0.00593855 0.00467723 0.0122591 0.0175594 0.0127943 0.0108966 0.0038081
internal_weight=0 809 734 1546 647 1019 955 810 757 527 449 302 147 681 563 505 438 384 578 145 188 128 114
internal_count=2355 809 734 1546 647 1019 955 810 757 527 449 302 147 681 563 505 438 384 578 145 188 128 114
is_linear=0
shrinkage=0.16829


Tree=5645
num_leaves=16
num_cat=0
split_feature=15 1 1452 48 11 3 1 0 1 150 42 3 2 49 2
split_gain=0.707866 0.345399 0.264869 0.307351 0.248681 0.241735 0.233604 0.187267 0.18425 0.370651 0.144861 0.156649 0.140808 0.13081 0.0866065
threshold=-0.26826999999999995 0.12122500000000001 0.091225000000000014 0.13624500000000003 0.079915000000000014 -0.11255999999999998 0.078015000000000015 -0.14032999999999998 0.089910000000000004 0.083895000000000011 0.096295000000000019 -0.079979999999999982 0.12901000000000004 0.11151500000000002 0.10428500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 8 -7 -10 13 -12 -3 -9 -6
right_child=2 12 -4 -5 14 7 -8 10 9 -11 11 -13 -14 -15 -16
leaf_value=0.0092718420133198424 0.0086672979918306498 -0.011973131704390527 0.020822496282484046 -0.003388539022930669 0.022449853329406914 0.011960948077675674 -0.0064316899436182937 0.01048369932970911 -0.010030075191507113 0.0097006188606377601 -0.0011067226212522654 0.0088733491305574442 -0.00075755646109091311 0.0172881338789239 0.012837777772980232
leaf_weight=62 64 60 59 52 53 58 53 1353 52 56 59 178 68 86 56
leaf_count=62 64 60 59 52 53 58 53 1353 52 56 59 178 68 86 56
internal_value=0 -0.00102657 0.00967549 0.00936442 0.00968596 0.0092487 0.00181223 0.00972008 0.00430967 0.00018402 0.0102549 0.00638128 -0.00602889 0.0108916 0.017528
internal_weight=0 190 2179 2120 2068 1959 117 1842 166 108 1676 237 128 1439 109
internal_count=2369 190 2179 2120 2068 1959 117 1842 166 108 1676 237 128 1439 109
is_linear=0
shrinkage=0.16829


Tree=5646
num_leaves=12
num_cat=0
split_feature=4 14 15 1210 12 2 15 14 448 0 2
split_gain=0.540024 0.397612 0.483978 0.198053 0.335531 0.207584 0.388713 0.263369 0.25393 0.19462 0.138349
threshold=0.51286500000000013 -0.10708499999999999 -0.23118499999999997 -0.064799999999999983 0.088745000000000004 0.11366500000000002 -1.0000000180025095e-35 0.076175000000000007 -0.049344999999999993 0.12500000000000003 0.13194500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 10 8 -5 -10 -7
right_child=-2 2 3 5 -6 6 -8 -9 9 -11 -12
leaf_value=0.020284815867842001 -0.0045736210814549365 -0.0074182601051738777 0.009835652148131516 -0.0018592289216805052 -0.0066993724520552425 0.0045422576683167744 -0.0055424889083655355 0.020565325347334736 0.0086634685578079445 0.018968534338311378 0.014488349256162835
leaf_weight=71 103 60 71 63 68 101 84 54 1574 54 66
leaf_count=71 103 60 71 63 68 101 84 54 1574 54 66
internal_value=0 0.00787508 0.00747285 0.00789218 0.00173365 0.00832015 0.00378259 0.0089718 0.00860051 0.00900639 0.00848381
internal_weight=0 2266 2195 2135 139 1996 251 1745 1691 1628 167
internal_count=2369 2266 2195 2135 139 1996 251 1745 1691 1628 167
is_linear=0
shrinkage=0.16829


Tree=5647
num_leaves=9
num_cat=0
split_feature=4 13 48 147 151 1375 1455 0
split_gain=0.373707 0.230743 0.236095 0.177383 0.219141 0.346441 0.205755 0.184702
threshold=0.51286500000000013 0.24679500000000001 0.13624500000000003 0.089365000000000014 0.084350000000000008 -0.088929999999999981 0.10423 0.0037850000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.019825224059804365 -0.0038039272590348928 0.016078082640790813 -0.0049394254771020218 -0.00090735528998751988 0.016390906605115149 0.0063987367920998774 0.01650262141276217 0.00077439169221147394
leaf_weight=54 103 70 52 87 66 1700 53 184
leaf_count=54 103 70 52 87 66 1700 53 184
internal_value=0 0.00655005 0.00624551 0.00651763 0.00683254 0.00651478 0.00614278 0.00585039
internal_weight=0 2266 2196 2144 2057 1991 1937 1884
internal_count=2369 2266 2196 2144 2057 1991 1937 1884
is_linear=0
shrinkage=0.16829


Tree=5648
num_leaves=27
num_cat=0
split_feature=1 3 4 123 12 39 13 3 4 2 16 52 4 151 4 52 49 12 0 13 4 0 43 0 12 43
split_gain=13.0638 2.65284 1.32277 1.12621 0.945207 0.633882 0.504838 0.433358 0.373593 0.364424 0.542277 0.62608 0.320384 0.288778 0.372575 0.302704 0.271567 0.253233 0.155222 0.142711 0.136227 0.107729 0.0772926 0.0605703 0.0559442 0.0550424
threshold=0.10538500000000002 -0.050489999999999993 0.30163500000000004 0.080635000000000012 0.091475000000000015 0.095830000000000012 -0.093039999999999984 -0.0042999999999999991 -0.11205499999999999 0.097220000000000015 -1.0000000180025095e-35 -0.016219999999999995 0.053455000000000009 -0.085134999999999975 -0.00045499999999999995 0.048285000000000008 0.0093850000000000027 0.09697500000000002 -0.081224999999999978 -0.052454999999999995 -0.017574999999999997 -0.081654999999999991 -0.083269999999999997 -0.13972999999999997 0.096510000000000012 -0.0077799999999999996
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=3 2 17 4 9 6 -3 -8 -6 10 13 22 18 -1 21 -16 -11 -2 20 25 -10 -15 -12 -9 -21 -20
right_child=1 5 -4 -5 8 -7 7 23 12 16 11 -13 -14 14 15 -17 -18 -19 19 24 -22 -23 -24 -25 -26 -27
leaf_value=0.001553203997479943 0.001420536110460181 0.0004296371298830684 0.00066830676751206521 0.00090448182988119344 0.00098933182802005246 0.00030272659638786879 0.00049729529863571178 0.00078068218438845274 0.0015010580944935957 0.0010879447264517293 0.0015242811039916629 0.001869666770318742 0.0010742892880260138 0.0014003837744885777 0.0010650268829727541 0.0013842258866963233 0.0013839096541979942 0.0011028356648762865 0.0013780146099719147 0.0011011047703090085 0.0012714497956499468 0.0012826920491066556 0.0013484611693291213 0.00094634328807365411 0.0012302875712234761 0.0012434286773991762
leaf_weight=82 54 91 67 74 71 90 54 53 61 79 61 53 99 506 86 54 62 59 89 69 59 112 61 52 104 67
leaf_count=82 54 91 67 74 71 90 54 53 61 79 61 53 99 506 86 54 62 59 89 69 59 112 61 52 104 67
internal_value=0 0.000712657 0.0010368 0.00130485 0.00132152 0.000540951 0.000626571 0.000739059 0.00121697 0.00137747 0.00139954 0.001568 0.0012464 0.0013644 0.00134393 0.0011884 0.00121834 0.00125497 0.00128427 0.00124615 0.00138846 0.00137911 0.00143666 0.000863059 0.00117897 0.00132044
internal_weight=0 520 180 1849 1775 340 250 159 619 1156 1015 175 548 840 758 140 141 113 449 329 120 618 122 105 173 156
internal_count=2369 520 180 1849 1775 340 250 159 619 1156 1015 175 548 840 758 140 141 113 449 329 120 618 122 105 173 156
is_linear=0
shrinkage=0.0032998


Tree=5649
num_leaves=20
num_cat=0
split_feature=1 1 3 4 47 1 4 42 10 4 11 3 15 4 15 13 160 42 42
split_gain=20.434 3.44651 1.90851 1.35448 1.28507 1.22293 0.969549 0.550434 0.545622 0.552427 0.50601 0.711938 0.42199 0.393512 0.376192 0.321932 0.274329 0.146804 0.19304
threshold=0.118385 0.10491000000000002 -0.029309999999999996 0.005935000000000001 0.085505000000000012 0.083250000000000005 0.0099250000000000015 0.11457500000000002 -1.0000000180025095e-35 0.50373500000000015 1.0000000180025095e-35 -0.11197999999999998 -0.11055 0.014585000000000002 -0.094924999999999995 -0.023454999999999997 0.0065900000000000012 -1.0000000180025095e-35 0.092860000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 7 8 12 -3 10 -2 -10 11 -1 -5 -4 15 -13 -16 -14 -19
right_child=4 2 13 5 -6 -7 -8 -9 9 -11 -12 14 17 -15 16 -17 -18 18 -20
leaf_value=0.0013472975776393074 0.00024366291536143551 0.001852423236064168 0.00076298459574191291 0.0018532912918887072 0.0010160374230943556 0.0011443804559383886 0.0012422344653981014 0.0014433377744123631 0.00084507474007222455 0.00044972276680760998 0.0019683830577046451 0.0016919418562289111 0.0013760209253378911 0.0011484651235242544 0.0017110887916063384 0.0013554729531968816 0.0018648001843880524 0.0016753810211126837 0.0014155959481011039
leaf_weight=62 53 54 67 52 85 95 61 91 72 84 80 71 61 52 980 58 152 86 53
leaf_count=62 53 54 67 52 85 95 61 91 72 84 80 71 61 52 980 58 152 86 53
internal_value=0 0.00160324 0.00122544 0.00165124 0.000673487 0.00146477 0.00152906 0.00169452 0.000534003 0.000632419 0.00171079 0.00169519 0.00158541 0.000931726 0.00171227 0.00154093 0.00173176 0.00151559 0.00157658
internal_weight=0 2075 234 1841 294 347 115 1494 209 156 1403 1323 252 119 1261 129 1132 200 139
internal_count=2369 2075 234 1841 294 347 115 1494 209 156 1403 1323 252 119 1261 129 1132 200 139
is_linear=0
shrinkage=0.0032998


Tree=5650
num_leaves=23
num_cat=0
split_feature=3 151 2 400 48 151 3 2 4 43 3 43 3 3 3 4 16 43 158 51 12 16
split_gain=0.275661 0.224037 0.246681 0.431481 0.216041 0.415551 0.211917 0.278256 0.244018 0.184786 0.24666 0.269436 0.173879 0.153373 0.180603 0.129314 0.122834 0.110486 0.0738071 0.101831 0.0621402 0.051398
threshold=-0.010599999999999998 -0.091649999999999995 0.088210000000000025 -1.0000000180025095e-35 0.094275000000000012 -0.083274999999999988 0.12745000000000004 0.10613000000000002 -1.0000000180025095e-35 -0.0083249999999999973 -0.092019999999999977 0.059230000000000012 -0.11327499999999999 -0.22382999999999997 -0.107915 -0.080874999999999989 0.24579500000000001 -0.12584499999999996 0.088055000000000008 -0.083174999999999985 0.088125000000000023 -0.088204999999999992
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 -1 9 -4 5 -2 7 8 -7 12 -11 20 -3 -5 -15 -16 -17 -14 19 -19 21 -12
right_child=4 2 3 13 -6 6 -8 -9 -10 10 11 -13 17 14 15 16 -18 18 -20 -21 -22 -23
leaf_value=0.015486340280916099 0.018941345161983494 -0.0015531795530485464 -0.0082459925792358318 0.013476984749862687 -0.0038254205230873355 -0.0031068902543497116 0.0093313437359169391 -0.0081414712606126365 0.0098293294844797336 0.021817970316387901 0.012498749927777636 0.0017544488801930829 0.014969989099294272 -0.0015686523284020619 -0.00082092043989593895 0.0086106629285065423 0.0022103246794410863 0.00041106141476101769 0.013304997893538232 0.0078366442629598104 0.0097877912207223767 0.020059790024093627
leaf_weight=102 53 54 62 77 96 74 103 77 93 65 52 76 65 88 60 444 106 61 57 390 69 54
leaf_count=102 53 54 62 77 96 74 103 77 93 65 52 76 65 88 60 444 106 61 57 390 69 54
internal_value=0 0.00779997 0.00735851 0.00525067 0.00333328 0.00505586 0.00292985 0.00022021 0.00408635 0.0092275 0.0125545 0.0101484 0.00754788 0.00633272 0.00554203 0.00657078 0.00738041 0.00840871 0.00756564 0.00683628 0.0137835 0.0163676
internal_weight=0 1882 1780 837 496 400 347 244 167 943 316 251 627 775 698 610 550 573 508 451 175 106
internal_count=2378 1882 1780 837 496 400 347 244 167 943 316 251 627 775 698 610 550 573 508 451 175 106
is_linear=0
shrinkage=0.16829


Tree=5651
num_leaves=14
num_cat=0
split_feature=15 39 13 147 48 0 14 0 0 15 48 15 14
split_gain=11.2065 5.21744 4.8222 1.73306 1.58433 1.37429 1.28915 0.90993 1.0446 0.943774 0.784474 0.772192 0.350166
threshold=-0.24269999999999997 0.081875000000000017 -0.16392499999999996 0.089365000000000014 0.11926500000000002 -0.11169999999999998 0.076175000000000007 -0.10891999999999999 -0.079249999999999987 -0.11055 0.092680000000000026 -0.059484999999999989 -0.42214499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 6 -1 7 9 -9 -4 11 -3 -7
right_child=1 10 3 -5 -6 12 -8 8 -10 -11 -12 -13 -14
leaf_value=0.00088842767810442072 0.00063013284005371901 0.001128801039663235 0.0015303754015386398 0.00080262486008223963 0.00084539499662675244 0.00050119910698830539 0.0018990904807047553 0.0015021591888819011 0.0013285373543026765 0.0009828588046377981 0.00042877969815219172 0.00060061094013239133 0.00015443097155121217
leaf_weight=62 95 73 52 53 53 53 61 955 633 103 53 52 80
leaf_count=62 95 73 52 53 53 53 61 955 633 103 53 52 80
internal_value=0 0.00130834 0.00135643 0.00139253 0.00140935 0.000482415 0.0014259 0.00140932 0.00143297 0.00116677 0.000766461 0.000909356 0.000292882
internal_weight=0 2183 2005 1910 1857 195 1804 1743 1588 155 178 125 133
internal_count=2378 2183 2005 1910 1857 195 1804 1743 1588 155 178 125 133
is_linear=0
shrinkage=0.0032998


Tree=5652
num_leaves=24
num_cat=0
split_feature=1 12 15 2 2 1 1 12 15 11 159 1 15 1 159 2 2 2 159 43 43 43 42
split_gain=11.9247 1.68633 1.54396 2.34131 1.4795 0.924024 0.897117 0.729628 0.568154 1.03881 0.4607 0.451239 0.797192 0.314272 0.288857 0.408687 0.282021 0.263424 0.22127 0.193646 0.169138 0.132809 0.062116
threshold=0.11212500000000002 0.054520000000000006 -0.16448999999999997 0.11197500000000002 0.10859000000000001 0.10124500000000002 0.12958500000000003 0.11769500000000001 -0.026169999999999995 1.0000000180025095e-35 0.081445000000000017 0.079415000000000013 -1.0000000180025095e-35 0.14426500000000003 0.085940000000000016 0.096425000000000025 0.13880500000000004 0.088820000000000024 -0.083114999999999981 -0.0072149999999999992 -0.078059999999999977 -0.082979999999999984 0.084835000000000008
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=1 4 6 -4 5 11 -2 8 14 10 17 -1 -13 -8 15 21 -5 18 -10 -19 -17 -3 -23
right_child=2 7 3 16 -6 -7 13 -9 9 -11 -12 12 -14 -15 -16 20 -18 19 -20 -21 -22 22 -24
leaf_value=0.0011940696615350725 0.00086490963738043432 0.0013086301055453696 0.0013524537461108406 0.00082594182736885947 0.0008364939284106061 0.0010145839338550043 0.0001990834155453053 0.0011401563274615481 0.0013577840229555666 0.0018460269010689976 0.0012278620028236475 0.0013582690676547905 0.0018548823915167482 0.00055517221697971863 0.0015654469387041321 0.0013429483084094643 0.00049015405223580165 0.0014922437108852689 0.0015700453794892837 0.0012968871024241033 0.0011093260953826114 0.0015533736496125764 0.0014253106365664826
leaf_weight=58 63 77 96 52 85 74 57 72 62 101 68 98 56 52 88 62 59 156 568 92 82 78 122
leaf_count=58 63 77 96 52 85 74 57 72 62 101 68 98 56 52 88 62 59 156 568 92 82 78 122
internal_value=0 0.00142118 0.000782548 0.000974754 0.00121984 0.00133365 0.000551026 0.00146703 0.00148214 0.00152645 0.00149229 0.00144486 0.00153908 0.000369284 0.00139092 0.00135436 0.000647777 0.00151273 0.00154921 0.00141991 0.00121016 0.00142919 0.00147543
internal_weight=0 1999 379 207 371 286 172 1628 1556 1047 946 212 154 109 509 421 111 878 630 248 144 277 200
internal_count=2378 1999 379 207 371 286 172 1628 1556 1047 946 212 154 109 509 421 111 878 630 248 144 277 200
is_linear=0
shrinkage=0.0032998


Tree=5653
num_leaves=22
num_cat=0
split_feature=15 41 2 51 11 15 4 48 1 160 1 15 4 4 4 128 52 15 1 402 16
split_gain=0.375041 0.300864 0.280843 0.184205 0.154094 0.174368 0.59967 0.185343 0.18362 0.294951 0.139647 0.127068 0.119331 0.352277 0.110929 0.0946754 0.123242 0.132141 0.0888238 0.109413 0.0763148
threshold=0.03981500000000001 0.077565000000000009 0.11626500000000002 0.084400000000000017 0.08326500000000002 -0.008094999999999998 -0.26545999999999997 0.10788500000000002 0.10141500000000002 0.051820000000000005 0.092550000000000007 -0.45726999999999995 0.04105000000000001 -0.050564999999999992 0.41488500000000006 0.095070000000000002 0.11232500000000002 0.11614000000000001 0.091105000000000005 0.10874500000000002 0.022165000000000004
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 2 4 12 5 7 -7 8 10 -10 -1 -4 13 15 20 16 18 -18 19 -2 -13
right_child=3 -3 11 -5 -6 6 -8 -9 9 -11 -12 14 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0080742606568834589 0.010490063700582241 -0.0037524137703494379 0.0088531834087495521 0.017435631046727011 0.015754096338485766 0.013731891511279464 -0.0070829526796465543 0.017031280023468733 0.0067826484149223661 -0.0078427722283213232 0.016576829939688585 -0.0016297232717149377 0.0016580855501107774 0.023285039393281651 -0.0068105271320328146 0.0027651295328145306 -0.0016453959918799343 0.010215417816576138 0.0044929889843148283 0.018291297598084236 0.0057318529590541971
leaf_weight=575 411 85 55 93 64 70 89 62 156 52 61 80 52 53 54 63 52 54 59 59 79
leaf_count=575 411 85 55 93 64 70 89 62 156 52 61 80 52 53 54 63 52 54 59 59 79
internal_value=0 0.00595509 0.00654702 0.0103221 0.00771001 0.00722492 0.00206952 0.00812769 0.00747151 0.00311766 0.00889258 0.00164104 0.00949598 0.0100363 -0.000212817 0.00902773 0.00964623 0.00437996 0.0106981 0.0114732 0.00201662
internal_weight=0 1482 1397 896 1129 1065 159 906 844 208 636 268 803 751 213 698 635 106 529 470 159
internal_count=2378 1482 1397 896 1129 1065 159 906 844 208 636 268 803 751 213 698 635 106 529 470 159
is_linear=0
shrinkage=0.16829


Tree=5654
num_leaves=27
num_cat=0
split_feature=15 0 151 52 0 10 15 0 15 1209 133 15 133 52 12 52 52 403 1453 13 15 13 2 13 1213 12
split_gain=0.259528 0.369919 0.252915 0.2445 0.403885 0.303154 0.299147 0.24612 0.614463 0.171217 0.171185 0.152345 0.146813 0.157156 0.161941 0.240567 0.156445 0.189077 0.116603 0.0925127 0.0872598 0.0741179 0.0705979 0.0668836 0.0502472 0.0468768
threshold=0.03981500000000001 -0.046734999999999992 -0.089594999999999994 -0.53937999999999986 -0.06884499999999999 -0.0093599999999999985 -0.0015749999999999998 0.043875000000000004 -0.050004999999999994 0.083050000000000013 -0.17071499999999998 -0.091149999999999995 -0.010739999999999998 -0.011499999999999998 0.092395000000000019 0.0029250000000000005 0.088425000000000017 -0.020649999999999998 -1.0000000180025095e-35 -0.018704999999999996 0.089150000000000021 -0.081629999999999994 0.095195000000000016 -0.050754999999999995 -1.0000000180025095e-35 0.09283000000000001
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 9 21 25 5 -5 10 8 11 12 -7 -6 16 -14 15 -15 17 -2 -12 -11 -17 -1 -9 -16 -19 -4
right_child=1 -3 3 4 7 6 -8 22 -10 19 18 -13 13 14 23 20 -18 24 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0072328543497855394 0.018163074292551953 0.021847979561201242 0.0082064924283856994 0.017900038446548666 -0.0052929031635486562 -0.0027738517418883471 -0.0077044132762431831 0.0094335021223412481 -0.020681874873049056 0.018649358782221202 0.013553157012556589 0.0047080598824798554 0.012632721032116146 -0.0097276551487381416 0.004032546224566229 -0.00022604388047907338 0.0039014746288871822 0.004451134573624658 0.0055869953801957412 0.0087400835980580866 0.008507698068814849 0.01470943766467081 0.0010625246980939427 0.010815991305534329 0.011052736717241695 0.01523278443505951
leaf_weight=69 86 56 55 52 79 65 52 53 52 57 57 95 60 53 94 71 99 62 648 52 59 86 63 75 72 56
leaf_count=69 86 56 55 52 79 65 52 53 52 57 57 95 60 53 94 71 99 62 648 52 59 86 63 75 72 56
internal_value=0 0.00858701 0.00495332 0.00419981 0.00350753 0.00542652 0.00463525 -0.0013913 -0.00462978 0.0077008 0.00547091 0.000157068 0.00676824 0.00466106 0.00329715 -0.00016208 0.0094841 0.0119881 0.00623362 0.0139385 0.00372391 0.0113927 0.00490268 0.00705358 0.00801167 0.0117675
internal_weight=0 896 1482 1327 1216 874 822 342 226 840 770 174 731 412 352 183 319 220 705 109 130 155 116 169 134 111
internal_count=2378 896 1482 1327 1216 874 822 342 226 840 770 174 731 412 352 183 319 220 705 109 130 155 116 169 134 111
is_linear=0
shrinkage=0.16829


Tree=5655
num_leaves=11
num_cat=0
split_feature=3 97 149 157 480 0 4 48 0 456
split_gain=0.674268 0.334891 0.478919 0.213986 0.218526 0.205376 0.191422 0.183225 0.170515 0.141238
threshold=0.31370500000000007 -0.0047149999999999996 0.079000000000000015 0.17142500000000002 -0.063594999999999985 -0.18901999999999997 0.36766000000000004 0.083570000000000019 -0.057279999999999991 0.087485000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 9 -6 -8 -7
right_child=-2 2 -4 -5 5 6 8 -9 -10 -11
leaf_value=-0.0081665301061839904 -0.01086497963004872 -0.0046676501735018966 0.02132752321580245 -0.0053740194783876575 0.019911110786170794 0.0052121095518721733 -0.007007698607243441 0.0057883467520902067 0.0057606240952137724 0.011672591848022162
leaf_weight=53 78 61 52 55 52 1729 67 53 53 102
leaf_count=53 78 61 52 55 52 1729 67 53 53 102
internal_value=0 0.00504084 0.0053564 0.0049732 0.00524287 0.00553779 0.00514605 0.0127996 -0.00135338 0.00557299
internal_weight=0 2277 2224 2172 2117 2056 1951 105 120 1831
internal_count=2355 2277 2224 2172 2117 2056 1951 105 120 1831
is_linear=0
shrinkage=0.16829


Tree=5656
num_leaves=26
num_cat=0
split_feature=1 12 4 1 150 0 12 0 4 1 0 0 15 160 16 15 16 12 159 12 0 484 0 0 0
split_gain=16.6896 2.62232 1.73322 1.61768 1.51174 1.13573 1.09946 0.749442 0.701068 0.593316 0.576726 0.441492 0.39946 0.454956 0.415869 0.3832 0.489119 0.299818 0.240356 0.171831 0.152787 0.269447 0.0998629 0.096611 0.0838365
threshold=0.10752500000000002 -0.041134999999999991 0.36766000000000004 0.092415000000000011 1.0000000180025095e-35 -0.078964999999999994 0.088745000000000004 -0.14857499999999998 0.0053900000000000016 0.12835000000000002 0.10396000000000001 -0.11073999999999999 0.041820000000000003 -0.060309999999999996 -0.064539999999999986 0.022565000000000005 0.19022000000000003 0.10222500000000002 -0.093824999999999978 0.093840000000000021 -0.085669999999999982 0.084225000000000008 -0.080219999999999986 -0.094314999999999996 -0.071719999999999992
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 9 6 5 15 7 -3 -1 18 -2 12 -10 13 -7 24 16 -5 -8 -9 -15 21 -20 -22 -13 -14
right_child=1 2 -4 4 -6 10 17 8 11 -11 -12 23 14 19 -16 -17 -18 -19 20 -21 22 -23 -24 -25 -26
leaf_value=0.0019743913288546573 0.00074938489120010359 0.00094792655379591579 0.00070535485553873745 0.0012687542916408167 0.00098684111746763547 0.0011964361287674268 0.0016481034915806624 0.001484031544215702 0.0017151882792158183 0.00035113474166730159 0.0011809084395777488 0.0012385573574072201 0.001457445742259926 0.0016535949298992494 0.0018519896745339388 0.0016752211769800402 0.0016511201017936046 0.0012965121500923809 0.0017305045698429113 0.0014033663654880802 0.001651572909900389 0.0019911642110054441 0.0018127522708616037 0.0014420470209560341 0.0016306408035687465
leaf_weight=94 80 74 93 103 81 63 54 54 53 84 57 53 77 71 69 94 58 55 335 57 372 52 53 58 61
leaf_count=94 80 74 93 103 81 63 54 54 53 84 57 53 77 71 69 94 58 55 335 57 372 52 53 58 61
internal_value=0 0.000876529 0.00107303 0.00158941 0.00138083 0.00163378 0.00125969 0.00169032 0.00166436 0.000545618 0.00149401 0.00146499 0.00153877 0.0014285 0.00164034 0.00150583 0.00140672 0.00147102 0.00170208 0.00154244 0.00171653 0.00176562 0.00167176 0.0013452 0.00153426
internal_weight=0 440 276 1915 336 1579 183 1124 1030 164 455 164 398 191 207 255 161 109 866 128 812 387 425 111 138
internal_count=2355 440 276 1915 336 1579 183 1124 1030 164 455 164 398 191 207 255 161 109 866 128 812 387 425 111 138
is_linear=0
shrinkage=0.0032998


Tree=5657
num_leaves=12
num_cat=0
split_feature=3 123 376 157 151 0 48 11 1 15 0
split_gain=0.519744 0.180163 0.17974 0.16356 0.178732 0.178248 0.235666 0.190656 0.648611 0.289037 0.231491
threshold=0.31534000000000006 0.081180000000000016 0.084545000000000009 0.17142500000000002 0.084990000000000024 -0.14989499999999997 0.083180000000000018 0.079300000000000009 0.10384000000000002 -0.15150999999999998 -0.097074999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 9 -9 -7 -11
right_child=-2 2 -4 -5 -6 7 -8 8 -10 10 -12
leaf_value=0.016563124466436843 -0.0093833949742485254 -0.0044739232617122832 0.0064861581606496105 -0.0032773903552895428 0.014772737126570986 -0.0044668919814809804 0.0037305813732327964 -0.01463846143152448 0.011563679090056024 0.00071337195689112447 0.0068730099588512851
leaf_weight=94 70 101 73 55 64 76 72 54 53 197 1446
leaf_count=94 70 101 73 55 64 76 72 54 53 197 1446
internal_value=0 0.00532944 0.000113947 0.00575848 0.00600107 0.00571835 0.011008 0.00523648 -0.00164304 0.00566575 0.00613555
internal_weight=0 2285 174 2111 2056 1992 166 1826 107 1719 1643
internal_count=2355 2285 174 2111 2056 1992 166 1826 107 1719 1643
is_linear=0
shrinkage=0.16829


Tree=5658
num_leaves=14
num_cat=0
split_feature=2 14 0 50 159 39 16 49 41 481 16 4 16
split_gain=0.342814 0.177632 0.285398 0.169967 0.214634 0.228042 0.219469 0.386537 0.207666 0.197574 0.125512 0.0914029 0.0772963
threshold=0.12454500000000002 -0.074569999999999984 -0.096139999999999989 -0.23452499999999996 0.11259000000000001 0.088895000000000016 -0.14483499999999996 -0.045299999999999993 0.076195000000000013 -0.084744999999999987 -0.0084099999999999991 0.059230000000000012 -0.50476999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 -5 9 -8 -11 -4 -9
right_child=1 2 11 4 -6 -7 8 12 -10 10 -12 -13 -14
leaf_value=0.012889406655987531 -0.010847945361329525 -0.0093991464460782114 0.010122909091384458 -0.001125151253178352 -0.0048421477776470507 -0.0031032321993973554 0.012927386650589521 0.0098633334816219179 -0.0057787168446781761 0.003263168262055811 0.0064852037878635601 0.00047236100888851961 0.016980794851240842
leaf_weight=70 52 56 56 66 68 99 81 78 54 990 527 56 102
leaf_count=70 52 56 56 66 68 99 81 78 54 990 527 56 102
internal_value=0 -0.00225143 0.000398708 0.00472037 0.00444259 0.00475964 0.00517072 0.00986635 0.0044704 0.00481787 0.00438368 0.00531368 0.0139065
internal_weight=0 220 168 2135 2065 1997 1898 246 1652 1598 1517 112 180
internal_count=2355 220 168 2135 2065 1997 1898 246 1652 1598 1517 112 180
is_linear=0
shrinkage=0.16829


Tree=5659
num_leaves=26
num_cat=0
split_feature=1 12 2 2 2 12 1 51 12 12 1 475 130 12 133 1453 475 475 50 131 12 133 2 49 133
split_gain=5.18106 1.42491 1.23308 0.696194 0.358111 0.292789 0.268087 0.219809 0.31747 0.278035 0.173364 0.165028 0.15534 0.131776 0.290474 0.153859 0.172334 0.292651 0.0969764 0.0968239 0.079881 0.0791895 0.103254 0.0573099 0.0268864
threshold=0.10752500000000002 -0.041134999999999991 0.11500500000000001 0.093365000000000017 -0.011974999999999998 -1.0000000180025095e-35 0.12048000000000002 0.0033150000000000007 0.087495000000000003 0.095780000000000018 0.12719000000000003 -0.0013449999999999996 0.082650000000000015 0.091475000000000015 -0.0054649999999999985 -0.0087699999999999983 -0.085684999999999997 -0.082239999999999994 0.089465000000000017 0.089305000000000009 0.094600000000000004 0.078935000000000019 0.10083000000000002 0.09567500000000001 -0.0061299999999999992
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 10 19 4 -1 -5 -4 8 -7 -9 -2 -10 13 15 -15 -6 -17 -18 20 -3 -16 22 -13 -23 -14
right_child=1 2 6 5 12 7 -8 9 11 -11 -12 21 24 14 18 16 17 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.00070092483619734304 0.00038977438506047104 0.00080863381711786947 0.00060357727665601016 0.00064018315228786592 0.0008159246047261847 0.00062496540865343 0.00030641493218515955 0.0011124196021642322 0.0010317666967425111 0.00079537160558547793 0.00017308558327644463 0.00065793338969818787 0.0011156786629836016 0.00066286350765829385 0.00078872697779171035 0.001152023572925873 0.00075967823108836422 0.0009927909997161778 0.0010492312782143976 0.00099342169980453157 0.00097455555508512478 0.00093606252182913837 0.00084251156195371934 0.0007917618185733689 0.0010191579520089002
leaf_weight=58 74 88 59 85 65 80 77 70 52 55 90 57 78 52 53 65 66 648 66 52 55 90 88 52 80
leaf_count=58 74 88 59 85 65 80 77 70 52 55 90 57 78 52 53 65 66 648 66 52 55 90 88 52 80
internal_value=0 0.000515045 0.000659886 0.000912336 0.000956506 0.000821974 0.00043559 0.000850314 0.00081357 0.0009732 0.000271075 0.000857974 0.000968549 0.000953974 0.000881535 0.000973329 0.000986418 0.000971292 0.000946683 0.000877521 0.000883688 0.000826363 0.000770196 0.000883468 0.00106703
internal_weight=0 440 276 1915 1286 629 136 544 419 125 164 339 1228 1070 226 844 779 714 174 140 108 287 145 142 158
internal_count=2355 440 276 1915 1286 629 136 544 419 125 164 339 1228 1070 226 844 779 714 174 140 108 287 145 142 158
is_linear=0
shrinkage=0.0032998


Tree=5660
num_leaves=19
num_cat=0
split_feature=15 2 3 2 2 12 12 0 12 484 48 124 15 42 49 128 0 12
split_gain=17.3809 8.87839 4.18737 2.17192 1.97023 1.40175 0.993728 0.756828 0.708515 0.658867 0.540447 0.516819 0.499544 0.480354 0.447872 0.348385 0.346577 0.226127
threshold=-0.25061999999999995 0.13880500000000004 0.10323000000000002 -0.007134999999999999 0.098150000000000015 -0.042789999999999988 -1.0000000180025095e-35 -0.11692999999999999 0.088335000000000011 0.085775000000000004 0.082225000000000006 -0.013479999999999999 -0.015464999999999998 0.081180000000000016 0.082565000000000013 0.091340000000000018 -0.065489999999999979 0.090255000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 8 11 -6 -4 9 14 17 -1 -11 15 -5 -10 -15 -8
right_child=1 -3 7 4 6 -7 10 -9 13 12 -12 -13 -14 16 -16 -17 -18 -19
leaf_value=0.0007921815783586266 0.0014053552004316091 0.00088940153387691604 0.0011191357775850235 0.0020863154069130333 0.0013632586074211772 0.0011209462723720414 0.0020648055980185551 0.001627456385065504 0.0020950401852181631 0.0020638117600164118 0.0015499994740787548 0.0003253240601247049 0.0016156516201137397 0.0018986882894941289 0.0023277404804893801 0.0018272422400289615 0.0016086168914408359 0.0018325728831127661
leaf_weight=52 81 100 78 558 62 91 64 55 242 57 65 52 54 330 102 71 54 194
leaf_count=52 81 100 78 558 62 91 64 55 242 57 65 52 54 330 102 71 54 194
internal_value=0 0.00185034 0.00189681 0.0019358 0.00195897 0.000821471 0.00174817 0.00132961 0.00201423 0.00208376 0.00182194 0.000559092 0.00184611 0.00193726 0.00212368 0.00203441 0.00185799 0.00189032
internal_weight=0 2167 2067 1934 1853 195 385 133 1468 771 323 104 111 697 660 313 384 258
internal_count=2362 2167 2067 1934 1853 195 385 133 1468 771 323 104 111 697 660 313 384 258
is_linear=0
shrinkage=0.0032998


Tree=5661
num_leaves=24
num_cat=0
split_feature=1 52 52 14 4 50 133 42 1 480 49 157 160 4 1429 475 43 484 16 16 42 43 16
split_gain=0.348241 0.345507 0.197741 0.249343 0.188675 0.199961 0.189313 0.188312 0.217163 0.185312 0.165742 0.149306 0.177972 0.246999 0.285471 0.219057 0.168379 0.159361 0.172465 0.224648 0.127673 0.0569888 0.0243688
threshold=0.088785000000000017 -0.40011499999999994 -0.15824499999999997 -0.10708499999999999 0.5105900000000001 0.082190000000000013 -1.0000000180025095e-35 0.083835000000000007 0.10625000000000001 -0.063594999999999985 -0.015259999999999998 -0.089089999999999989 -0.060309999999999996 0.018150000000000003 0.083715000000000026 -0.08230999999999998 -0.011154999999999998 -0.081554999999999989 0.21684500000000004 -0.049384999999999991 0.087675000000000017 -0.081374999999999989 0.55302000000000018
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=9 22 -3 -4 5 7 -7 8 -5 -1 -9 -11 13 14 16 -14 21 -17 19 -19 -8 -13 -2
right_child=1 2 3 4 -6 6 20 10 -10 11 -12 12 15 -15 -16 17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.016579965711533109 0.0091448702696956177 -0.007965024239912185 0.011674669760183703 -0.0098593041596297896 0.0095289879262290249 0.013752537242983897 0.0072038069318837872 0.010357641203934023 -0.00011660629803892998 0.014452775859743569 -0.00081034928959949491 0.007866929504005438 0.017835920359365511 -0.0072115467277440387 -0.0041793645827755766 0.00023494661510666185 0.015026379861994059 0.007010321192986755 0.0010077701891508693 0.014522637764733386 -0.0037239999788830891 0.00054405701389408144 0.014354669159859923
leaf_weight=56 53 56 74 114 72 52 59 56 151 67 114 68 54 57 70 95 69 612 102 139 62 55 55
leaf_count=56 53 56 74 114 72 52 59 56 151 67 114 68 54 57 70 95 69 612 102 139 62 55 55
internal_value=0 0.0028707 0.00167595 0.00239438 0.00138182 0.000414071 0.00525589 -0.00150739 -0.00431458 0.00706696 0.00285795 0.00668185 0.00628636 0.0028153 0.00500357 0.00738962 0.00836087 0.00679269 0.00752093 0.00840314 0.00158959 0.00460708 0.0118146
internal_weight=0 918 810 754 680 608 173 435 265 1444 170 1388 1321 319 262 1002 192 948 853 751 121 123 108
internal_count=2362 918 810 754 680 608 173 435 265 1444 170 1388 1321 319 262 1002 192 948 853 751 121 123 108
is_linear=0
shrinkage=0.16829


Tree=5662
num_leaves=10
num_cat=0
split_feature=3 123 16 1373 481 11 16 15 15
split_gain=0.257182 0.249119 0.174797 0.183374 0.145836 0.138565 0.339438 0.204589 0.121739
threshold=0.25468500000000005 0.09394000000000001 0.51921500000000009 0.075690000000000021 0.0028200000000000005 1.0000000180025095e-35 -0.034884999999999992 0.13673000000000005 0.11614000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.0045822473888735222 -0.0037329421980874609 -0.0057884140575501144 0.012550491646633407 -0.0042730921481469253 0.013637741772854621 0.0018984149754659606 0.018878145262773764 -0.0057578920474354338 0.012438705667769612
leaf_weight=1751 102 60 88 60 56 69 65 53 58
leaf_count=1751 102 60 88 60 56 69 65 53 58
internal_value=0 0.00489643 0.00518865 0.00488105 0.00514959 0.00491055 0.0101483 0.00453265 0.00483513
internal_weight=0 2260 2200 2112 2052 1996 134 1862 1809
internal_count=2362 2260 2200 2112 2052 1996 134 1862 1809
is_linear=0
shrinkage=0.16829


Tree=5663
num_leaves=18
num_cat=0
split_feature=9 0 11 1 3 0 3 1454 12 159 52 16 0 42 3 1 1
split_gain=0.23885 0.180476 0.39197 0.22212 0.311954 0.220415 0.195079 0.159963 0.225723 0.215682 0.198249 0.168037 0.148969 0.138912 0.211559 0.114952 0.0747755
threshold=0.091600000000000015 0.12411500000000002 0.077415000000000012 0.088785000000000017 0.10449500000000002 -0.13010499999999997 0.13772500000000001 0.080340000000000009 0.083425000000000013 0.10798500000000001 0.047850000000000011 -0.0087049999999999992 -0.086224999999999982 -0.034284999999999989 -0.049204999999999992 0.097480000000000011 0.13630500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -6 8 10 12 11 -1 -10 -7 -15 -4 -8
right_child=-2 -3 15 4 6 13 16 -9 9 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.00019101081417109245 -0.0075053671199305861 -0.0031163127132992499 0.0088883824993554305 -0.0083071110401357236 0.014035533745306574 0.0067079362230927364 -0.0011326359642621364 -0.0021255706332879306 0.0068723749544211277 0.015252534670572479 0.018304980898183748 0.013060949736888396 0.0026344403579707642 0.0023332631451767703 -0.005948975342457221 0.019726807696612579 0.0075546738740479864
leaf_weight=52 52 96 60 86 76 95 59 81 364 52 68 56 669 258 132 53 53
leaf_count=52 52 96 60 86 76 95 59 81 364 52 68 56 669 258 132 53 53
internal_value=0 0.00401638 0.00432647 0.00380599 0.00150176 -0.000452967 0.00744826 0.00510787 0.00557393 0.00466425 0.0111717 0.00666374 0.00412951 0.000936023 -0.000465349 0.0139878 0.00296228
internal_weight=0 2310 2214 2101 759 571 188 1342 1261 1085 176 108 1033 485 390 113 112
internal_count=2362 2310 2214 2101 759 571 188 1342 1261 1085 176 108 1033 485 390 113 112
is_linear=0
shrinkage=0.16829


Tree=5664
num_leaves=32
num_cat=0
split_feature=1 52 3 1 2 3 2 0 0 3 13 13 42 0 0 13 2 0 43 3 43 52 3 2 0 52 43 3 133 2 131
split_gain=17.9102 3.09645 2.00472 1.45223 1.28209 1.08941 1.49025 0.83297 0.789717 0.7002 0.961097 0.320229 0.308561 0.379538 0.277499 0.233604 0.212469 0.186638 0.171583 0.16 0.152684 0.149348 0.442739 0.147072 0.126052 0.156579 0.124146 0.105624 0.0666777 0.0629545 0.0599598
threshold=0.10491000000000002 -0.40011499999999994 0.31534000000000006 0.089710000000000026 0.092300000000000007 -0.049204999999999992 0.10575500000000002 -0.095584999999999989 0.053930000000000006 0.077930000000000013 -0.0087749999999999981 0.021935000000000003 0.080060000000000006 -0.086224999999999982 -0.072529999999999983 -0.021674999999999996 0.084995000000000015 -0.10324499999999999 0.064420000000000019 0.13772500000000001 -0.048514999999999996 -0.040589999999999994 -0.084129999999999996 0.087610000000000007 -0.052239999999999988 0.061255000000000011 -0.085349999999999995 -0.094404999999999975 0.085275000000000004 0.090000000000000011 0.088610000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 12 6 -3 -5 17 10 -7 14 15 20 30 -1 -15 -6 24 -11 26 -17 27 -18 25 -19 -14 -23 -28 -25 -9
right_child=1 2 -4 7 8 9 -8 11 -10 19 -12 -13 13 16 -16 21 23 18 -20 -21 -22 22 -24 29 -26 -27 28 -29 -30 -31 -32
leaf_value=0.001931431441317535 0.0015823093507580288 0.0013944488750324234 0.00021219474861653115 0.0010945855930529498 0.001673210010656399 0.00076522810935050333 0.00071781277519729499 0.0016902601561152944 0.0010675076011941466 0.0010444627961086097 0.00020612151509445711 0.0012348119359968659 0.0017521729650887858 0.0013353606883887139 0.0013477773985780563 0.00156746682996292 0.0017020075726510971 0.0014016446490193472 0.0013316447189215253 0.00078929118699184835 0.0017928742633039479 0.0017765694464597528 0.0019633953745606162 0.0014125023516912505 0.0016613421183101361 0.001564246903626613 0.0016411951529180365 0.0016178768742095544 0.0014635961316372586 0.0015776548450597457 0.0015362658659159238
leaf_weight=54 56 76 63 99 61 95 67 60 52 55 52 59 58 62 72 85 60 147 80 56 102 70 70 59 52 128 54 179 52 57 70
leaf_count=54 56 76 63 99 61 95 67 60 52 55 52 59 58 62 72 85 60 147 80 56 102 70 70 59 52 128 54 179 52 57 70
internal_value=0 0.000848763 0.000760155 0.00154241 0.00158821 0.000846156 0.00107767 0.00135376 0.00145565 0.000717699 0.000567689 0.00145193 0.00165983 0.00160249 0.00151517 0.00172286 0.00150539 0.0014987 0.00147246 0.000916045 0.00168923 0.0016949 0.00172874 0.00156508 0.00150681 0.00147746 0.00162456 0.00166263 0.0015544 0.00149396 0.00160761
internal_weight=0 520 464 1842 1482 401 143 360 520 258 147 261 962 504 202 458 238 468 407 111 266 404 319 176 327 275 164 249 106 116 130
internal_count=2362 520 464 1842 1482 401 143 360 520 258 147 261 962 504 202 458 238 468 407 111 266 404 319 176 327 275 164 249 106 116 130
is_linear=0
shrinkage=0.0032998


Tree=5665
num_leaves=20
num_cat=0
split_feature=4 13 123 457 43 13 52 13 4 15 4 13 43 132 16 4 15 157 16
split_gain=6.38155 1.92104 1.29204 0.563082 0.483255 0.41346 0.364637 0.562426 0.308215 0.262504 0.345352 0.315622 0.241333 0.222123 0.378207 0.235552 0.186686 0.160304 0.0859337
threshold=0.30163500000000004 -0.28558999999999996 1.0000000180025095e-35 0.083415000000000017 -0.081694999999999976 -0.08533499999999998 0.10671500000000002 0.024780000000000003 -0.081929999999999989 -0.42759999999999992 0.42098500000000005 -0.013359999999999999 -0.052219999999999996 0.082230000000000011 -0.031434999999999998 -0.37626499999999991 -0.0059299999999999986 -0.063304999999999986 -0.15043499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 8 13 16 -3 11 -11 -2 -5 15 -15 -7 -8 -10 -19
right_child=9 2 4 12 -6 6 7 -9 17 10 -12 -13 -14 14 -16 -17 -18 18 -20
leaf_value=0.00037571405011148519 0.00029932845463868539 0.0012468088002400618 0.00038719265458132433 0.00086907673760669023 0.00081120162315474005 0.0011147461345826057 0.0010195118168458792 0.00050486804140339233 0.0011573266746032721 0.00038020147278166396 2.7429259247289293e-05 0.00063282581039324952 0.00055658395756950029 0.00097173763135831564 0.00061742354575100502 0.00094729576968702637 0.00081165251820010896 0.00086595801378504321 0.0010021719956104067
leaf_weight=75 72 68 65 52 54 105 76 53 61 71 53 55 58 78 58 888 134 73 209
leaf_count=75 72 68 65 52 54 105 76 53 61 71 53 55 58 78 58 888 134 73 209
internal_value=0 0.000895139 0.000914293 0.000935076 0.000579896 0.000949116 0.000921743 0.000810163 0.00104174 0.00033829 0.000229704 0.000444034 0.000704628 0.000947705 0.000820892 0.000965037 0.000887046 0.00100098 0.000967036
internal_weight=0 2107 2032 1913 119 1803 1392 263 411 251 124 127 110 1129 136 993 210 343 282
internal_count=2358 2107 2032 1913 119 1803 1392 263 411 251 124 127 110 1129 136 993 210 343 282
is_linear=0
shrinkage=0.0032998


Tree=5666
num_leaves=20
num_cat=0
split_feature=1 3 4 1 124 13 3 3 3 16 0 1 1 4 4 3 16 123 130
split_gain=11.4473 2.99882 1.67841 1.05535 0.768666 0.474921 0.55676 0.334796 0.499328 0.434615 0.309411 0.297343 0.246803 0.237506 0.209583 0.192372 0.145546 0.122679 0.0859745
threshold=0.10335000000000001 -0.049204999999999992 0.30163500000000004 0.14641500000000005 -0.079269999999999993 0.059130000000000009 -0.14443999999999999 0.094285000000000008 -0.029309999999999996 -0.015379999999999998 -0.026509999999999995 0.12007000000000002 0.11249000000000002 0.0051600000000000005 -0.039459999999999995 -0.091869999999999993 -0.0058249999999999994 0.081990000000000021 0.087100000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 11 -1 6 -6 8 13 -10 18 12 -3 15 -2 -8 -15 -13 -7
right_child=1 3 -4 -5 5 10 7 -9 9 -11 -12 17 -14 16 -16 -17 -18 -19 -20
leaf_value=0.00088955955775320197 0.0013969654696881274 0.00057982675218847836 0.00059526018268477195 9.1867868358334694e-05 0.0015948742531513565 0.0011044995763600765 0.0011318505702102956 0.0010427367269151835 0.0012876336354688094 0.0016975338630295801 0.00088958330719302416 0.00055833330356766997 0.00085899116788690731 0.0012057707278844421 0.0011199876422078442 0.0012809501909038117 0.0010094368971276526 0.00035383737433750242 0.0012719963793280794
leaf_weight=69 53 97 69 58 55 84 109 79 63 53 58 72 55 125 74 995 66 60 64
leaf_count=69 53 97 69 58 55 84 109 79 63 53 58 72 55 125 74 995 66 60 64
internal_value=0 0.000684915 0.00101052 0.000498208 0.00123296 0.00124648 0.00126647 0.00125432 0.00126614 0.00147522 0.00109637 0.000581069 0.000681072 0.00124739 0.00123585 0.00126626 0.00113811 0.000465648 0.00117717
internal_weight=0 538 196 342 1820 1751 1545 1490 1411 116 206 284 152 1295 127 1104 191 132 148
internal_count=2358 538 196 342 1820 1751 1545 1490 1411 116 206 284 152 1295 127 1104 191 132 148
is_linear=0
shrinkage=0.0032998


Tree=5667
num_leaves=21
num_cat=0
split_feature=0 12 12 157 0 2 1455 158 2 2 12 151 481 133 12 42 2 2 133 0
split_gain=0.406688 0.400152 0.19748 0.180807 0.223259 0.154756 0.183495 0.154927 0.16399 0.191555 0.168437 0.177232 0.12678 0.106519 0.208019 0.166228 0.158422 0.134002 0.0737647 0.0548846
threshold=0.0037850000000000002 -1.0000000180025095e-35 -0.12529499999999996 -0.0048549999999999991 0.10798500000000001 0.090225000000000014 0.084305000000000005 0.086290000000000019 0.14234000000000005 0.11756000000000001 -1.0000000180025095e-35 -0.080624999999999988 -0.083994999999999986 0.0061750000000000008 0.08073000000000001 0.087195000000000009 0.085525000000000004 0.086245000000000002 0.24948000000000004 -0.072174999999999975
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 -2 -1 -3 -5 6 12 8 9 10 -7 -12 -4 14 -14 16 -15 -16 -17 -11
right_child=1 3 5 4 -6 7 -8 -9 -10 19 11 -13 13 15 17 18 -18 -19 -20 -21
leaf_value=0.016765460606446639 -0.012389595776685461 0.011413619022019247 0.0022255413186135146 -0.0077785589160570979 0.0062761614875191012 -0.0038319283073509369 -0.0013378087076931148 0.012045518075100162 -0.0032972479564297454 0.014992873716061183 0.012781366921524805 0.0036599012013717887 0.017812643215355327 -0.00059309499980612467 0.0077435536185331937 0.016591319350957361 0.0079897426644205474 0.013849619459373208 0.0079533392656140501 0.0078224066647773274
leaf_weight=58 58 58 85 57 73 71 56 82 72 57 70 448 90 109 462 53 137 132 62 68
leaf_count=58 58 58 85 57 73 71 56 82 72 57 70 448 90 109 462 53 137 132 62 68
internal_value=0 -0.000162716 0.00706029 0.00359985 9.98872e-05 0.00678537 0.00803764 0.00507224 0.00434246 0.00511537 0.00384086 0.004896 0.00850386 0.00901281 0.0102521 0.00665981 0.00417947 0.00910348 0.0119499 0.0111065
internal_weight=0 246 2112 188 130 2054 1186 868 786 714 589 518 1130 1045 684 361 246 594 115 125
internal_count=2358 246 2112 188 130 2054 1186 868 786 714 589 518 1130 1045 684 361 246 594 115 125
is_linear=0
shrinkage=0.16829


Tree=5668
num_leaves=12
num_cat=0
split_feature=0 15 16 2 376 12 43 13 12 129 40
split_gain=0.281427 0.579101 0.164198 0.242375 0.157146 0.158126 0.185728 0.234216 0.21477 0.181367 0.197654
threshold=0.0037850000000000002 -0.037184999999999996 0.081265000000000018 0.10188000000000001 0.086100000000000024 -0.12529499999999996 0.41667000000000004 -0.16392499999999996 -0.092124999999999985 0.095170000000000018 -0.0057599999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 7 -7 -9 10 -10
right_child=1 2 3 -5 -6 6 -8 8 9 -11 -12
leaf_value=0.01502960161659409 -0.014057459394528715 -0.0032215761688577527 0.016776288174245934 0.0019129537870221246 -0.0031524021433389053 -0.0034945958543791205 0.015523401367343238 -0.0041912165036706653 0.014350697760504875 -0.0012440429565722553 0.0062331907206292329
leaf_weight=55 63 53 52 78 53 77 55 57 90 86 1639
leaf_count=55 63 53 52 78 53 77 55 57 90 86 1639
internal_value=0 -0.000134104 0.00464937 0.00787211 0.00587326 0.00610646 0.00586067 0.00558707 0.00596158 0.00628142 0.00665677
internal_weight=0 246 183 130 2112 2059 2004 1949 1872 1815 1729
internal_count=2358 246 183 130 2112 2059 2004 1949 1872 1815 1729
is_linear=0
shrinkage=0.16829


Tree=5669
num_leaves=24
num_cat=0
split_feature=4 123 2 1 1 1 1 160 42 2 51 43 4 42 42 2 4 160 133 42 42 2 43
split_gain=34.3043 10.6532 4.49538 2.24943 1.43726 1.01508 0.800481 0.752047 0.419763 0.34537 0.398617 0.400039 0.296581 0.307459 0.527057 0.244245 0.261655 0.191483 0.175504 0.139873 0.131237 0.123002 0.0637479
threshold=0.30163500000000004 1.0000000180025095e-35 0.10859000000000001 0.10828500000000001 0.13662500000000002 0.10141500000000002 0.088315000000000018 0.082870000000000013 0.086855000000000016 0.090225000000000014 0.086950000000000013 0.064420000000000019 -0.17689999999999997 0.083120000000000013 -0.012569999999999998 0.12358500000000001 0.012315000000000001 0.049100000000000012 -0.088734999999999994 0.096490000000000006 -0.038454999999999996 0.11500500000000001 -0.036794999999999994
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=1 2 6 15 8 -3 9 12 21 10 11 17 -8 14 -14 16 -4 -1 -11 20 -20 -2 -15
right_child=4 5 3 -5 -6 -7 7 -9 -10 18 -12 -13 13 22 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0071765673592613047 0.006126194631588912 0.0064317221475829779 0.0070524671041538173 0.0061991678875688823 0.0053365762049857645 0.0058300996043461452 0.0072831893014768745 0.0066127469861176364 0.0056373529747309557 0.0069061887633434299 0.0069581062447022952 0.0075035639093016847 0.0070271197787899163 0.0070292542832447831 0.0065967748540631688 0.0066453792796073337 0.0067327180683010501 0.0073929418255037236 0.0070244682053622609 0.0069584940156923632 0.0071985919105038085 0.0058695174375371501 0.0071870230563994284
leaf_weight=600 54 53 85 85 85 79 53 55 59 73 78 56 95 133 52 54 53 61 94 75 198 53 75
leaf_count=600 54 53 85 85 85 79 53 55 59 73 78 56 95 133 52 54 53 61 94 75 198 53 75
internal_value=0 0.00698146 0.00704223 0.00665047 0.00569011 0.00607193 0.00710612 0.00698577 0.00587092 0.00715121 0.0071949 0.00722061 0.00703597 0.00699896 0.00687513 0.00685008 0.00692992 0.00719659 0.0070722 0.00710512 0.00714266 0.00599939 0.00708631
internal_weight=0 2107 1975 277 251 132 1698 463 166 1235 795 717 408 355 147 192 138 661 440 367 292 107 208
internal_count=2358 2107 1975 277 251 132 1698 463 166 1235 795 717 408 355 147 192 138 661 440 367 292 107 208
is_linear=0
shrinkage=0.0032998


Tree=5670
num_leaves=20
num_cat=0
split_feature=1 3 10 40 4 49 0 1 47 15 4 49 1 1 3 42 4 0 1213
split_gain=17.4397 4.1189 2.43042 1.97927 1.44335 1.15586 0.899354 0.856743 0.851613 0.61244 0.487309 0.459312 0.457143 0.315602 0.300831 0.363678 0.308925 0.246549 0.229138
threshold=0.10538500000000002 -0.06340999999999998 -0.011559999999999999 -0.026419999999999996 0.36766000000000004 -0.047749999999999994 -0.079249999999999987 0.085425000000000015 0.10648500000000001 -0.18708499999999997 0.098655000000000007 -0.0019649999999999997 0.096515000000000004 0.12205500000000001 -0.10919499999999999 0.11902500000000001 -0.0015099999999999998 -0.080584999999999976 0.039620000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 -2 7 9 -5 11 -7 17 -4 14 -13 -8 16 -16 18 -11
right_child=1 2 8 5 -6 6 12 -9 -10 10 -12 13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0011981526571165095 0.0016440355671024586 0.00011828916789815263 0.00098301343973931183 0.0016187515960405091 0.00099917590527380117 0.0021257204735474098 0.0013396702217146634 0.0010823987103719232 0.001225813292624389 0.0017347997918379173 0.0014606757365048509 0.00084772199011729681 0.0018559971477431537 0.00052779836133839443 0.0016819132008141628 0.0013388548152118416 0.001428982153108838 0.0019604141584412555 0.0018929900157782214
leaf_weight=94 101 54 82 79 61 52 56 56 62 736 59 61 72 77 309 52 66 74 122
leaf_count=94 101 54 82 79 61 52 56 56 62 736 59 61 72 77 309 52 66 74 122
internal_value=0 0.000968987 0.00076038 0.00166578 0.00140144 0.00169113 0.001716 0.00139653 0.000883208 0.00177343 0.00175491 0.000786496 0.001608 0.000669469 0.00157096 0.00160121 0.00163749 0.0017735 0.00175733
internal_weight=0 498 336 1827 162 1733 1598 135 282 1043 991 220 555 138 483 427 375 932 858
internal_count=2325 498 336 1827 162 1733 1598 135 282 1043 991 220 555 138 483 427 375 932 858
is_linear=0
shrinkage=0.0032998


Tree=5671
num_leaves=23
num_cat=0
split_feature=3 51 42 0 0 0 0 457 0 15 42 3 12 3 1 1 13 12 160 133 42 15
split_gain=0.305516 0.270268 0.237111 0.379738 0.252803 0.138742 0.261761 0.232856 0.144571 0.249655 0.220166 0.14702 0.137962 0.198425 0.190125 0.187427 0.171108 0.139333 0.127891 0.110825 0.106554 0.0879227
threshold=0.30112000000000005 0.07955000000000001 0.086635000000000004 -0.072674999999999976 -0.097074999999999981 -0.079249999999999987 -0.080584999999999976 -0.011254999999999999 -0.10803999999999998 -0.13662499999999997 0.094485000000000013 -0.086424999999999988 0.10289500000000001 -0.020854999999999995 0.10044000000000002 0.10727500000000002 -0.077849999999999989 0.11540500000000002 -0.08538999999999998 0.40438500000000005 -0.0075749999999999993 -1.0000000180025095e-35
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 5 4 -4 -3 6 7 18 9 -9 11 -10 13 15 -15 16 -7 -14 -1 -18 -6 -11
right_child=-2 2 3 -5 20 12 -8 8 10 21 -12 -13 17 14 -16 -17 19 -19 -20 -21 -22 -23
leaf_value=0.012665351205288812 0.0021091195920143035 0.0021155935656018351 0.0092337603285817284 -0.0096351787224885094 0.009918059805587038 0.020282724649242346 0.02390375344356507 0.025484639306168372 0.010098795519824051 0.0099639825866720717 0.0021382619278108514 0.015226160795062858 0.0010469373430622422 0.012568413813284642 -0.00065030704992891336 0.021880526110356291 0.008872690763435713 0.011639276387098182 0.001973321756671744 0.016996684362804038 0.019320518412994848 0.018043906054174504
leaf_weight=53 101 67 72 52 68 59 65 75 247 86 53 456 79 59 64 63 261 64 80 59 71 71
leaf_count=53 101 67 72 52 68 59 65 75 247 86 53 456 79 59 64 63 261 64 80 59 71 71
internal_value=0 0.0115947 0.00713735 0.00130649 0.0106385 0.0123704 0.0134886 0.0128831 0.0137745 0.0174697 0.0126382 0.0134272 0.0104947 0.0116797 0.00567577 0.0133464 0.0119231 0.00580013 0.00624756 0.0103762 0.0147337 0.0136294
internal_weight=0 2224 330 124 206 1894 1186 1121 988 232 756 703 708 565 123 442 379 143 133 320 139 157
internal_count=2325 2224 330 124 206 1894 1186 1121 988 232 756 703 708 565 123 442 379 143 133 320 139 157
is_linear=0
shrinkage=0.16829


Tree=5672
num_leaves=26
num_cat=0
split_feature=1 12 4 12 49 1 1 0 4 39 50 123 160 4 0 0 0 12 12 51 4 12 1 49 4
split_gain=8.71174 1.44842 1.13398 1.0623 0.648017 0.565603 0.484643 0.430669 0.352427 0.347489 0.332623 0.259863 0.242817 0.234194 0.175997 0.293613 0.135938 0.128085 0.103298 0.0944551 0.0926494 0.0786619 0.0731483 0.0701438 0.0231621
threshold=0.10335000000000001 -1.0000000180025095e-35 -0.011154999999999998 0.11769500000000001 -0.0096099999999999988 0.081315000000000012 0.12475000000000001 -0.079249999999999987 0.41181500000000004 1.0000000180025095e-35 0.11690000000000002 0.086120000000000016 -0.060309999999999996 -0.068189999999999987 -0.14151499999999997 -0.094314999999999996 -0.071519999999999986 0.083785000000000012 0.084555000000000005 -0.016949999999999996 -0.16772499999999999 0.092255000000000018 0.078340000000000007 -0.07929499999999999 -0.00027999999999999998
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 9 20 4 5 18 8 10 -4 -2 14 -11 -9 16 -6 24 22 -17 -1 -15 -3 -18 -14 -7 -16
right_child=1 2 6 -5 7 23 -8 12 -10 11 -12 -13 13 19 15 17 21 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0013274795382197499 0.00027832368713148726 0.0012486599033504811 0.00096648085294713483 0.00077538198256166659 0.0014404376293396053 0.00097021473383778227 0.00050219262405742341 0.0010224944267556288 0.00063984489224090094 0.00073024947016056953 0.0010289309522145734 0.00045882866408532307 0.0012630120391234783 0.0011877958497272447 0.0010975277671035259 0.0014622600890007221 0.0012537189847000312 0.0013022393958301731 0.0011258940877026636 0.0010124629940905315 0.0010467653482454766 0.0014236656995298292 0.0010945415230970096 0.00079796605400379958 0.0011928932640270277
leaf_weight=55 52 52 91 60 96 60 70 101 61 76 52 80 68 70 61 64 63 629 65 74 55 69 57 52 92
leaf_count=55 52 52 91 60 96 60 70 101 61 76 52 80 68 70 61 64 63 629 65 74 55 69 57 52 92
internal_value=0 0.000729164 0.000865584 0.00120863 0.00122365 0.00106038 0.00073065 0.00124895 0.000835628 0.000513214 0.00128909 0.000591285 0.00116941 0.00120632 0.00130341 0.00128782 0.00126691 0.00131707 0.00121858 0.00109794 0.00114521 0.00134282 0.00118647 0.000890557 0.0011551
internal_weight=0 537 329 1788 1728 232 222 1496 152 208 994 156 502 401 942 846 257 693 120 144 107 132 125 112 153
internal_count=2325 537 329 1788 1728 232 222 1496 152 208 994 156 502 401 942 846 257 693 120 144 107 132 125 112 153
is_linear=0
shrinkage=0.0032998


Tree=5673
num_leaves=12
num_cat=0
split_feature=1 1446 0 133 131 14 13 13 50 3 1213
split_gain=0.257935 0.253666 0.289897 0.14688 0.132262 0.13162 0.210779 0.176762 0.16756 0.066173 0.0366795
threshold=0.14262000000000002 0.088360000000000008 -0.081854999999999997 0.50628500000000021 0.11644500000000001 -1.0000000180025095e-35 -0.15310499999999996 -0.090969999999999981 0.11875500000000001 0.20828500000000003 -0.018814999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 9 10 -9 -7 -8
right_child=-2 2 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.017419677461259025 0.00055908756252766095 0.0097737917301141276 -0.0064306481729529503 0.017651826849546502 0.0022586553401981418 -0.0011309952731473009 0.019867281896813943 0.010702353971645415 0.0020735842227852597 0.007293684885579149 0.014361539966931264
leaf_weight=81 79 76 53 86 54 52 53 1557 67 53 114
leaf_count=81 79 76 53 86 54 52 53 1557 67 53 114
internal_value=0 0.010367 0.00310223 0.0108088 0.0105182 0.0107428 0.0104567 0.0108867 0.0103475 0.00310435 0.0161196
internal_weight=0 2246 129 2117 2031 1977 1896 1791 1624 105 167
internal_count=2325 2246 129 2117 2031 1977 1896 1791 1624 105 167
is_linear=0
shrinkage=0.16829


Tree=5674
num_leaves=17
num_cat=0
split_feature=4 2 123 13 13 2 51 2 482 4 13 1456 16 13 2 2
split_gain=11.2156 4.903 2.26721 1.10293 0.668947 0.405628 0.398836 0.356307 0.305594 0.260575 0.266668 0.240234 0.222012 0.242713 0.124708 0.0943256
threshold=0.30163500000000004 0.14234000000000005 1.0000000180025095e-35 -0.16392499999999996 -0.089899999999999994 0.11715500000000001 0.088940000000000005 0.093765000000000015 0.091610000000000011 -0.030434999999999993 -0.053824999999999991 0.086095000000000019 -0.095229999999999995 -0.006474999999999999 0.091595000000000024 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 7 8 11 15 -11 -5 -8 -14 -4 -9
right_child=4 -3 14 6 5 -7 12 9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.0010464984605239804 0.00047188586268012928 0.0005997781301796955 0.00090641175844024754 0.001566863834295551 0.0010136470530683753 0.0006778700379579249 0.0015494261826642171 0.0014435554262008381 0.0013199051205645671 0.0014915346243300905 0.0012518443314616858 0.001791291453517513 0.0014730133575523074 0.0012044107246497945 0.0011289363916109981 0.0015946107514720784
leaf_weight=56 88 72 52 1080 73 87 66 81 54 102 107 57 65 91 65 129
leaf_count=56 88 72 52 1080 73 87 66 81 54 102 107 57 65 91 65 129
internal_value=0 0.00144664 0.00147704 0.0015047 0.000703901 0.000831289 0.00151869 0.00153697 0.00156647 0.00145304 0.00136899 0.00157815 0.00138595 0.00131655 0.00103034 0.00153651
internal_weight=0 2077 2005 1888 248 160 1832 1610 1191 419 209 1137 222 156 117 210
internal_count=2325 2077 2005 1888 248 160 1832 1610 1191 419 209 1137 222 156 117 210
is_linear=0
shrinkage=0.0032998


Tree=5675
num_leaves=21
num_cat=0
split_feature=2 3 3 4 49 48 130 49 1456 4 2 16 16 3 49 42 16 3 3 16
split_gain=0.295247 0.243896 0.271798 0.235565 0.187682 0.19247 0.146693 0.187718 0.147566 0.2112 0.293078 0.253293 0.363821 0.252406 0.140669 0.141418 0.144 0.0835732 0.1673 0.038006
threshold=0.10045500000000002 -0.10175499999999998 -0.22740999999999997 0.0099250000000000015 -0.086604999999999988 -0.032929999999999994 0.085620000000000016 0.085805000000000006 -0.088849999999999985 -0.099704999999999974 0.08673500000000002 -0.0060199999999999993 0.0014300000000000001 -0.017449999999999997 0.12552000000000005 0.098870000000000013 -0.11180499999999999 -0.055839999999999994 -0.0042999999999999991 -0.080789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 17 -1 -6 8 19 -7 10 -10 13 -13 -11 15 16 -5 -3 -19 -8
right_child=1 3 -4 14 5 6 7 -9 9 11 -12 12 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.017656725545458125 0.0060881540851525631 0.015167903772906407 -0.0087556566122178603 0.012500312676777533 0.00048763621764348798 0.016559775395820323 0.022050098593793806 0.0069392737168707183 -0.0071297716261106798 0.0093916202173868219 0.0099063867599799276 0.026447285949925198 0.010994466256092128 0.0012312581171738351 -0.0036260543807941728 -0.0014783099384759297 0.0028526060939337143 0.0015795683485483761 0.013270263887056375 0.015507290982939454
leaf_weight=86 80 97 62 100 64 77 55 58 53 825 62 55 205 124 53 55 79 57 90 52
leaf_count=86 80 97 62 100 64 77 55 58 53 825 62 55 205 124 53 55 79 57 90 52
internal_value=0 0.00580288 -0.000380294 0.00745977 0.00996977 0.00956309 0.00993285 0.0146982 0.00937033 0.00895086 0.00203932 0.0096068 0.0142702 0.00832725 0.00418154 0.00595761 0.00825242 0.0113084 0.00874936 0.0188872
internal_weight=0 673 142 531 1716 1630 1566 165 1401 1324 115 1209 260 949 287 234 179 244 147 107
internal_count=2389 673 142 531 1716 1630 1566 165 1401 1324 115 1209 260 949 287 234 179 244 147 107
is_linear=0
shrinkage=0.16829


Tree=5676
num_leaves=25
num_cat=0
split_feature=1 3 2 2 15 2 14 15 0 2 3 42 1213 0 0 16 3 2 3 12 43 15 3 16
split_gain=10.3047 2.28073 1.43176 0.870587 0.785781 0.61384 0.547485 0.528494 0.44163 0.418864 0.404649 0.369294 0.394976 0.37387 0.306199 0.266793 0.33069 0.265688 0.243439 0.226123 0.218941 0.162227 0.181821 0.110052
threshold=0.10335000000000001 -0.06340999999999998 0.099675000000000014 0.14721500000000001 -0.13800499999999996 -0.007134999999999999 0.062655000000000016 -0.075694999999999985 -0.11073999999999999 0.10394500000000002 0.081640000000000004 0.08648500000000002 0.066460000000000019 -0.074204999999999979 -0.030209999999999997 -0.082559999999999981 -0.080669999999999978 0.11461500000000001 -0.017449999999999997 0.09334000000000002 -0.082144999999999982 -0.09547499999999999 -0.08632999999999999 0.25032500000000008
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 4 6 5 -2 -3 8 17 10 -6 -1 13 15 21 18 16 -13 -7 19 -4 -17 -10 -23 -21
right_child=1 3 14 -5 9 7 -8 -9 11 -11 -12 12 -14 -15 -16 20 -18 -19 -20 23 -22 22 -24 -25
leaf_value=0.0017907644159011931 0.0011954437282838534 0.00091787274119654091 0.0018402210127316523 0.00077110752211022727 0.0018344425419802805 0.0013044293597405528 0.0021171169072880438 0.0014684304330931455 0.0017360695797450393 0.0014555750914746883 0.0013854356887637045 0.00138138776233682 0.0019966754522858271 0.0016645582784512952 0.0013840671106082247 0.001619351401369777 0.0017197423380738643 0.00099566931961218787 0.0014244978464523848 0.0016821128503141166 0.001811270691404896 0.0018433720819732683 0.001961304077945964 0.0014930800187282788
leaf_weight=55 52 76 65 74 78 55 60 85 78 56 55 55 60 101 78 94 79 72 56 86 247 307 301 64
leaf_count=55 52 76 65 74 78 55 60 85 78 56 55 55 60 101 78 94 79 72 56 86 247 307 301 64
internal_value=0 0.00124467 0.00176039 0.00109174 0.00154211 0.001174 0.00180506 0.00126566 0.00179196 0.00167637 0.00158842 0.00180887 0.0017409 0.00185503 0.00156935 0.00170851 0.00158113 0.00112966 0.00162255 0.00167397 0.00175847 0.00188302 0.00190181 0.00160169
internal_weight=0 548 1841 362 186 288 1492 212 1432 134 110 1322 535 787 349 475 134 127 271 215 341 686 608 150
internal_count=2389 548 1841 362 186 288 1492 212 1432 134 110 1322 535 787 349 475 134 127 271 215 341 686 608 150
is_linear=0
shrinkage=0.0032998


Tree=5677
num_leaves=24
num_cat=0
split_feature=4 2 2 2 4 49 14 51 0 0 4 402 1429 156 2 51 156 4 160 42 4 0 0
split_gain=5.36562 1.71696 0.847324 0.754191 0.435237 0.407909 0.339509 0.226175 0.222506 0.200861 0.24367 0.193955 0.190145 0.221561 0.274092 0.266075 0.223452 0.184755 0.169324 0.153477 0.131389 0.195422 0.0784854
threshold=0.30163500000000004 0.10045500000000002 -1.0000000180025095e-35 0.14234000000000005 -0.082634999999999986 -0.014169999999999999 -0.41790499999999997 0.077225000000000016 -0.088884999999999978 -0.088634999999999992 0.42953500000000006 -0.022269999999999995 0.086185000000000012 0.083125000000000018 0.095935000000000006 -0.08569499999999998 0.088775000000000007 -0.081629999999999994 -0.014774999999999998 -0.012569999999999998 0.014585000000000002 0.12212000000000002 -0.063109999999999986
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=1 2 -1 5 7 -3 -2 11 -7 10 -8 -4 13 14 17 16 -15 -6 -13 -20 21 22 -10
right_child=6 3 4 -5 12 8 9 -9 20 -11 -12 18 -14 15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00071529499245357115 0.00069229173081803634 0.00065391262610970139 0.00093638781391854043 0.0005153031361613766 0.00085393211191928001 0.00075571473871195358 0.00035111912281620409 0.0013527720992665608 0.00099585490260946548 0.00026718346087479958 0.00065719195326045571 0.0013225555957638512 0.0008243703870199861 0.0013979706943924835 0.00080763763444196841 0.00096702781003043408 0.0010880690477549117 0.0010400541870587855 0.0011874890092843115 0.0010097820496657343 0.00083108366508044193 0.00084814151787339744 0.0011568428389384345
leaf_weight=86 58 79 56 78 65 74 64 53 76 74 52 54 53 53 69 61 52 808 131 96 66 63 68
leaf_count=86 58 79 56 78 65 74 64 53 76 74 52 54 53 53 69 61 52 808 131 96 66 63 68
internal_value=0 0.000983464 0.00103539 0.000814726 0.00105312 0.000869467 0.000470467 0.00114921 0.00091844 0.000402567 0.000488628 0.0011171 0.00102081 0.00103017 0.00101026 0.00114296 0.00124483 0.00102624 0.00115298 0.00111249 0.000962419 0.00100412 0.00107212
internal_weight=0 2141 1637 504 1551 426 248 390 347 190 116 337 1161 1108 942 166 105 873 281 227 273 207 144
internal_count=2389 2141 1637 504 1551 426 248 390 347 190 116 337 1161 1108 942 166 105 873 281 227 273 207 144
is_linear=0
shrinkage=0.0032998


Tree=5678
num_leaves=10
num_cat=0
split_feature=13 0 147 39 13 10 13 13 13
split_gain=0.269811 0.243689 0.184881 0.150823 0.206738 0.293151 0.13587 0.27241 0.0595304
threshold=0.25694000000000006 -0.22607999999999998 0.091385000000000008 0.091820000000000013 -0.42334499999999992 -0.011559999999999999 -0.15956499999999998 -0.11122999999999998 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 -5
right_child=-2 2 -4 8 5 6 7 -9 -10
leaf_value=0.00089217967262041162 -0.0013588193254541175 0.01943674543640363 0.019748091785611942 0.0070362969296843695 -0.0024740181841379728 0.0017533688872489756 0.021386727000632929 0.0098336654218809643 -0.00016218297158473514
leaf_weight=91 67 63 52 78 55 56 60 1812 55
leaf_count=91 67 63 52 78 55 56 60 1812 55
internal_value=0 0.00945031 0.00979858 0.00956032 0.0099179 0.00961458 0.00996037 0.0102049 0.00404597
internal_weight=0 2322 2231 2179 2046 1983 1928 1872 133
internal_count=2389 2322 2231 2179 2046 1983 1928 1872 133
is_linear=0
shrinkage=0.16829


Tree=5679
num_leaves=25
num_cat=0
split_feature=1 52 3 123 4 12 1 13 49 43 0 0 123 12 16 43 4 4 1 16 15 15 3 0
split_gain=22.1929 5.67016 1.94519 1.56774 1.27766 0.943559 1.01172 1.30054 0.81667 0.606957 0.549421 0.676664 0.508781 0.453691 0.347717 0.318535 0.351444 0.309222 0.270974 0.38803 0.299949 0.219063 0.334977 0.202366
threshold=0.10335000000000001 -0.40011499999999994 -0.06340999999999998 0.081180000000000016 0.36766000000000004 0.091475000000000015 0.088415000000000007 -0.11122999999999998 -0.004729999999999999 -0.011369999999999998 -0.067969999999999989 -0.14310999999999999 0.084000000000000005 0.11769500000000001 -0.25959999999999994 0.0035900000000000007 -0.080344999999999986 0.052250000000000012 0.085810000000000011 0.21684500000000004 0.090455000000000021 -0.12640499999999996 0.021805000000000001 -0.070184999999999984
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 4 5 -3 6 7 -1 -8 -10 11 -4 -12 17 -13 21 -17 18 19 23 -20 -9 -23 -7
right_child=1 2 10 -5 -6 13 8 15 9 -11 12 14 -14 -15 -16 16 -18 -19 20 -21 -22 22 -24 -25
leaf_value=0.0023574407445321817 0.0018442655163309499 0.0015346669887172581 0.00059296933711862018 0.0012170659818951557 0.00086800416188519385 0.0017677336895763002 0.0012522309206028808 0.002054061867420688 0.0014930098225197324 0.0019260583765014923 0.00032190000637000269 0.00073929679962181816 0.00076763486014645461 0.0013735165130048328 0.0010798845482112324 0.0014557199786283828 0.0018378587366848461 0.0014728936929418327 0.002015292532595974 0.0014146357469881697 0.0017034073845485743 0.0018466931460185091 0.0015791301060439429 0.0015544297508727333
leaf_weight=52 71 62 96 63 64 182 57 52 68 76 61 53 52 63 89 54 54 75 57 63 90 707 57 71
leaf_count=52 71 62 96 63 64 182 57 52 68 76 61 53 52 63 89 54 54 75 57 63 90 707 57 71
internal_value=0 0.000973835 0.0008442 0.00173047 0.00119632 0.00174864 0.00180326 0.00184739 0.00158882 0.00172181 0.000717696 0.000807933 0.000527329 0.0016416 0.000953012 0.00181864 0.00164712 0.00167293 0.00170526 0.00164963 0.00182458 0.0018413 0.00182678 0.00170801
internal_weight=0 548 477 1841 126 1778 1177 976 201 144 351 238 113 601 142 924 108 538 463 316 147 816 764 253
internal_count=2389 548 477 1841 126 1778 1177 976 201 144 351 238 113 601 142 924 108 538 463 316 147 816 764 253
is_linear=0
shrinkage=0.0032998


Tree=5680
num_leaves=21
num_cat=0
split_feature=2 12 456 0 0 52 15 43 52 15 1212 15 2 15 15 43 475 2 1213 43
split_gain=0.313197 0.267475 0.280251 0.292762 0.263743 0.254123 0.217053 0.195598 0.184866 0.193985 0.18398 0.180771 0.228851 0.176391 0.42362 0.145897 0.120312 0.079443 0.0608567 0.0522844
threshold=0.11500500000000001 -0.085719999999999977 0.087225000000000011 0.048655000000000011 -0.0076699999999999989 -0.015319999999999999 -0.025694999999999999 -0.078469999999999984 -0.043914999999999989 -0.19301999999999997 -0.080434999999999993 -0.072469999999999993 0.14363500000000004 0.0056700000000000006 -0.010999999999999998 -0.15318999999999997 -0.07550999999999998 0.087365000000000012 -0.090954999999999994 -0.00059999999999999995
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 7 3 8 6 -5 11 -1 13 -10 18 12 19 14 16 -12 -3 -4 -11 -2
right_child=4 2 17 5 -6 -7 -8 -9 9 10 15 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0036413181510738992 0.0054279955881100465 0.013520546747600587 0.023323059631235502 0.011274898547811206 -0.0068960611808243808 0.026255200536691788 -0.0025195809531396609 0.0096106764498317069 0.019172512649516627 0.0067527270102658741 0.0034919217174155526 0.01722335837844827 0.013891871516004144 0.013332245724217012 -0.0094794395927018261 0.0108431373728568 0.0051133090862687438 0.013883334378367933 -0.0011840264099468437 -0.0016807974645541529
leaf_weight=72 53 61 52 83 52 53 65 56 63 57 84 52 66 76 53 945 238 52 52 65
leaf_count=72 53 61 52 83 52 53 65 56 63 57 84 52 66 76 53 945 238 52 52 65
internal_value=0 0.00960257 0.0101125 0.00961018 0.00415509 0.017126 0.00607022 0.00214239 0.00898161 0.010054 0.00954764 0.00844367 0.00595269 0.00596813 0.00437304 0.0102448 0.00683451 0.0186205 0.0029499 0.00149691
internal_weight=0 1997 1869 1765 353 136 301 128 1629 1201 1138 236 184 428 352 1029 299 104 109 118
internal_count=2350 1997 1869 1765 353 136 301 128 1629 1201 1138 236 184 428 352 1029 299 104 109 118
is_linear=0
shrinkage=0.16829


Tree=5681
num_leaves=16
num_cat=0
split_feature=3 15 39 3 39 3 49 3 42 43 16 43 1446 1429 1213
split_gain=13.6715 7.6858 2.70572 1.92469 1.15466 0.713308 0.58345 0.966623 0.407989 0.37807 0.310492 0.309207 0.299006 0.311473 0.192791
threshold=0.25468500000000005 -0.37478999999999996 0.081875000000000017 0.11372500000000001 0.089130000000000015 -0.018739999999999996 -0.033169999999999991 -0.095119999999999996 0.08648500000000002 -0.078409999999999994 -0.088049999999999976 -0.11162499999999999 0.083715000000000026 0.084690000000000015 0.060985000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -4 7 -3 12 -7 -9 -10 13 -8 -13
right_child=-2 2 5 -5 -6 9 8 10 11 -11 -12 14 -14 -15 -16
leaf_value=0.00091631512915078025 0.00015288362538665919 0.00094135818441935684 0.00075483469399014261 0.00094561471972276002 0.00031107925987843921 0.0010435860738841781 0.0015647975728672178 0.001270449252976131 0.0012116913575729203 0.0014166061780165992 0.0015906067416869073 0.001459963284842874 0.001769042254664125 0.0013289763366670698 0.0016731919477668738
leaf_weight=76 101 52 58 71 63 72 847 55 53 52 89 566 74 68 53
leaf_count=76 101 52 58 71 63 72 847 55 53 52 89 566 74 68 53
internal_value=0 0.00139428 0.00144381 0.00148016 0.000642253 0.00105853 0.00150058 0.00132888 0.00152082 0.0012003 0.00146857 0.0014573 0.00156394 0.00154731 0.00147828
internal_weight=0 2249 2110 1928 139 182 1857 196 1661 124 144 672 989 915 619
internal_count=2350 2249 2110 1928 139 182 1857 196 1661 124 144 672 989 915 619
is_linear=0
shrinkage=0.0032998


Tree=5682
num_leaves=18
num_cat=0
split_feature=2 133 15 1373 151 10 43 43 133 42 2 12 43 15 15 1186 2
split_gain=0.264384 0.219546 0.348255 0.210902 0.203224 0.307201 0.190404 0.341498 0.180986 0.249407 0.308823 0.225538 0.216924 0.156478 0.275385 0.12655 0.0601672
threshold=0.11500500000000001 0.022390000000000004 -0.025694999999999999 1.0000000180025095e-35 0.095500000000000015 0.058500000000000003 0.066010000000000013 0.16452000000000003 -0.0054649999999999985 -1.0000000180025095e-35 0.084825000000000025 -0.011819999999999999 -0.038674999999999994 -0.11251499999999999 -0.42443999999999993 -0.0046349999999999994 0.091725000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 5 6 8 -8 9 15 -11 -10 -13 14 -2 -1 -9
right_child=1 -3 -4 -5 -6 -7 7 16 11 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0022159180552368974 0.0084517982118782753 0.010611095898633715 -0.010346275240284385 0.018410014654480267 -0.0016394802600030211 -0.00360925790246573 0.023765185208790209 0.0060203796512839748 0.0020665470156797459 0.0080158205112531213 -0.0057329784234395878 0.0087716714247107891 0.013742661620928742 0.010304540240567624 -0.0081934294508298235 0.011665741109819872 0.013239539512409073
leaf_weight=53 60 102 56 66 52 53 70 75 99 92 93 732 380 82 53 172 60
leaf_count=53 60 102 56 66 52 53 70 75 99 92 93 732 380 82 53 172 60
internal_value=0 0.00402484 0.0013412 0.00903088 0.00870938 0.00899673 0.00936361 0.01421 0.00874959 0.00568302 0.00109455 0.00978634 0.010472 0.00470681 0.000628846 0.00944777 0.0092422
internal_weight=0 353 251 1997 1931 1879 1826 205 1621 410 185 1211 1112 195 113 225 135
internal_count=2350 353 251 1997 1931 1879 1826 205 1621 410 185 1211 1112 195 113 225 135
is_linear=0
shrinkage=0.16829


Tree=5683
num_leaves=28
num_cat=0
split_feature=3 15 3 43 12 12 150 15 3 15 43 12 15 3 3 50 12 3 43 3 3 15 16 12 16 15 15
split_gain=23.6365 8.05328 4.85695 4.95902 2.35002 1.8408 1.18751 1.02837 0.788104 0.693324 0.687679 0.645004 0.508619 1.18208 0.73197 0.443867 0.410934 0.314074 0.273287 0.272012 0.275131 0.400826 0.204458 0.19239 0.187047 0.178072 0.144918
threshold=-0.058704999999999993 -0.2987999999999999 0.25468500000000005 -0.040789999999999993 0.054520000000000006 0.086795000000000011 1.0000000180025095e-35 -0.035449999999999988 -0.13392999999999997 -1.0000000180025095e-35 -0.090809999999999988 0.10799000000000002 0.03981500000000001 -0.095469999999999985 -0.087784999999999988 -1.0000000180025095e-35 -0.079584999999999989 -0.085044999999999996 0.00037500000000000006 -0.13795999999999997 -0.096099999999999977 0.084715000000000013 0.061395000000000012 -0.089839999999999989 0.057185000000000007 -0.097984999999999989 -0.026169999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 16 3 10 -1 12 9 8 -7 25 -3 19 14 -14 -6 -10 -2 -15 24 -9 -21 -22 -11 -12 -17 -5 -16
right_child=1 2 -4 6 5 7 -8 11 15 22 23 -13 13 17 26 18 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0010257686916621037 8.901984703667345e-05 0.0011277798118053543 0.00031904285562386826 0.0015853721550956705 0.0014703977761333349 0.001157037209505131 0.0011260178319678973 0.00197238887484608 0.0013283227853117822 0.0016790648428087914 0.00080602621186090376 0.00142636391993718 0.0024578248964869064 0.0017487373125701976 0.0018127488305670228 0.0017448251683537612 0.00046319104363840274 0.0020345375768434306 0.0014304119813588758 0.0015504377583229322 0.0019744270200229511 0.0017328671187933011 0.0019704961943434011 0.00052819863116434585 0.0015647307351719692 0.001327858245170764 0.0020125239165429149
leaf_weight=53 77 52 66 67 56 52 63 70 61 54 55 65 53 87 90 184 55 87 60 69 94 424 57 56 104 57 82
leaf_count=53 77 52 66 67 56 52 63 70 61 54 55 65 53 87 90 184 55 87 60 69 94 424 57 56 104 57 82
internal_value=0 0.000974399 0.00115698 0.00127687 0.00171126 0.00173342 0.00153012 0.00166459 0.00154217 0.0016383 0.000813654 0.00174271 0.00191231 0.00202414 0.00180082 0.00159105 0.000245191 0.00189184 0.001637 0.00177395 0.00175023 0.00177677 0.00182904 0.000666178 0.00167991 0.00146728 0.0019082
internal_weight=0 659 527 461 1691 1638 298 1183 461 235 163 722 455 227 228 409 132 174 348 657 587 518 111 111 288 124 172
internal_count=2350 659 527 461 1691 1638 298 1183 461 235 163 722 455 227 228 409 132 174 348 657 587 518 111 111 288 124 172
is_linear=0
shrinkage=0.0032998


Tree=5684
num_leaves=19
num_cat=0
split_feature=1 52 1 12 16 123 12 14 4 16 475 52 43 51 0 0 0 4
split_gain=12.9383 2.8337 1.43866 1.24622 0.917188 0.84947 0.705961 0.747956 0.500913 0.586644 0.449373 0.377481 0.355087 0.331289 0.303116 0.254612 0.212683 0.204719
threshold=0.10335000000000001 -0.41304999999999997 0.13662500000000002 0.088105000000000003 -0.019164999999999998 1.0000000180025095e-35 0.11844 0.062655000000000016 0.03851000000000001 -0.054549999999999994 -0.085684999999999997 0.078180000000000013 -0.010064999999999999 0.11024000000000002 -0.11169999999999998 -0.079379999999999992 -0.065249999999999989 -0.01712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 12 6 7 8 10 14 17 15 -3 -13 -10 -12 -4 -1
right_child=1 2 16 -5 -6 -7 -8 -9 9 -11 11 13 -14 -15 -16 -17 -18 -19
leaf_value=0.0015475073463167978 0.0015159585628934172 0.00072577017609258272 0.00061548043491381043 0.0011977063122973325 0.00049334421466975696 0.0010787673307320425 0.0011142985060958455 0.0018436183241958757 0.0015971583762961535 0.0010606204842875087 0.0014578545658366618 0.0015503395167665592 0.0010456703513126062 0.0012726962275987459 0.0012968620884075846 0.0013247328612300442 0.00034026477861224375 0.0018378098453406173
leaf_weight=60 63 67 57 97 92 68 64 57 66 71 454 531 90 53 88 252 68 52
leaf_count=60 63 67 57 97 92 68 64 57 66 71 454 531 90 53 88 252 68 52
internal_value=0 0.000858126 0.000770061 0.000879791 0.000755803 0.00144261 0.00145675 0.00146974 0.00145662 0.00131071 0.00148001 0.00146239 0.000909377 0.0015252 0.00142579 0.00141039 0.000466045 0.00168261
internal_weight=0 534 471 346 249 1816 1748 1684 1627 225 1402 1290 157 584 154 706 125 112
internal_count=2350 534 471 346 249 1816 1748 1684 1627 225 1402 1290 157 584 154 706 125 112
is_linear=0
shrinkage=0.0032998


Tree=5685
num_leaves=14
num_cat=0
split_feature=10 0 1 4 31 151 43 4 1452 39 11 2 15
split_gain=0.593198 0.324926 0.22142 0.217816 0.171487 0.226945 0.146655 0.352631 0.188795 0.177509 0.20939 0.0966529 0.0834209
threshold=-0.088499999999999981 -0.15270499999999995 0.088735000000000022 0.40780000000000005 -0.019269999999999999 0.084990000000000024 0.0054600000000000004 -0.080429999999999988 0.090965000000000018 0.098905000000000007 0.08976000000000002 0.089625000000000024 -0.095539999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 8 -8 9 10 -6 -9 -13
right_child=1 4 3 -5 5 -7 7 11 -10 -11 -12 12 -14
leaf_value=-0.00713923844120896 0.010728152473951272 0.00039857540355624454 -0.0089501533904088621 0.0053846777695084301 0.01082220151697141 0.019956333744716618 -0.0041110721207441884 0.013664408851579974 0.00054025674246153813 0.0013558142787906443 0.021162534723587107 0.0013315706867960545 0.0093586261155429642
leaf_weight=63 62 52 59 61 1499 66 68 98 52 54 58 52 129
leaf_count=63 62 52 59 61 1499 66 68 98 52 54 58 52 129
internal_value=0 0.00939612 0.00255798 -0.00164831 0.00998012 0.0102193 0.00989864 0.00673735 0.0105572 0.0108794 0.0112085 0.00938785 0.00706244
internal_weight=0 2310 182 120 2128 2076 2010 347 1663 1611 1557 279 181
internal_count=2373 2310 182 120 2128 2076 2010 347 1663 1611 1557 279 181
is_linear=0
shrinkage=0.16829


Tree=5686
num_leaves=16
num_cat=0
split_feature=10 1 0 16 1 16 148 13 49 51 0 51 43 13 51
split_gain=0.410561 0.260591 0.280629 0.539435 0.232889 0.194425 0.191441 0.181241 0.13197 0.263395 0.173075 0.271749 0.19253 0.0899816 0.0316187
threshold=-0.088499999999999981 0.10293500000000001 -0.083804999999999977 -0.019749999999999993 0.11604000000000002 0.034535000000000003 -0.081219999999999987 0.0014100000000000002 0.11580500000000001 -0.22361999999999996 -0.15135999999999997 0.11178000000000002 0.0054600000000000004 -1.0000000180025095e-35 -0.08569499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 13 7 -6 -2 -4 9 -8 -11 12 -12 -3 -10
right_child=1 2 4 -5 5 -7 8 -9 14 10 11 -13 -14 -15 -16
leaf_value=-0.0059377779658455641 0.018771757924983392 0.0019054815332199635 -0.003422264495346077 -0.013326023206967661 0.006410082799765046 0.017908281418294314 0.020007161317367576 0.0094953547173815579 0.0055610211381179617 0.0012875269986404145 0.010353156623048167 -0.00052365659510167156 0.0052166007927690839 0.0099614304313267611 -0.00024850929986770586
leaf_weight=63 53 101 68 62 86 82 58 56 53 91 1147 82 254 65 52
leaf_count=63 53 101 68 62 86 82 58 56 53 91 1147 82 254 65 52
internal_value=0 0.0078159 0.0044925 6.02332e-05 0.00794715 0.012033 0.00878035 0.00239701 0.00847446 0.00884701 0.00843463 0.00887198 0.00942319 0.00507074 0.00266681
internal_weight=0 2310 520 228 292 168 1790 124 1737 1632 1574 1483 1401 166 105
internal_count=2373 2310 520 228 292 168 1790 124 1737 1632 1574 1483 1401 166 105
is_linear=0
shrinkage=0.16829


Tree=5687
num_leaves=24
num_cat=0
split_feature=3 3 43 12 12 3 16 16 43 160 0 3 11 43 12 160 3 1455 1446 3 0 0 43
split_gain=13.4258 3.63472 4.84832 1.84121 2.22354 1.43968 1.13626 0.654421 0.581413 0.574779 0.400811 0.6606 0.351412 0.383809 0.334555 0.239285 0.259404 0.227701 0.237375 0.159352 0.150167 0.147857 0.116909
threshold=-0.059629999999999996 0.30835000000000007 -0.040789999999999993 1.0000000180025095e-35 0.092495000000000008 0.11745500000000002 -0.14032999999999998 -0.24900499999999998 -0.090214999999999976 -0.07656499999999998 -0.073399999999999979 0.086245000000000016 1.0000000180025095e-35 0.0061450000000000003 0.11540500000000002 -0.063534999999999994 -0.076614999999999975 0.081065000000000012 0.083715000000000026 -0.10237999999999998 -0.067969999999999989 -0.080869999999999984 -0.038674999999999994
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 6 -1 12 9 -2 -6 -8 -4 11 -11 13 17 15 16 -9 18 21 -17 -10 -5 -21
right_child=1 -3 5 4 7 -7 8 14 20 10 -12 -13 -14 -15 -16 19 -18 -19 -20 22 -22 -23 -24
leaf_value=0.0010181045916504575 0.00043097693073849687 0.00045074482122922589 0.0018064309417669627 0.0016855254917238075 0.0011129215599632778 0.00099370686009958337 0.0012111953465545615 0.0012081248149162479 0.00091544095859254909 0.0017258347043486073 0.0012188501304623166 0.0012633629796410604 0.001922624326355878 0.0014986472853427773 0.0012375599640094353 0.0016872591221554637 0.0015402232410518951 0.0015295932354166702 0.0018962483058031633 0.0014554610982265913 0.00066164986006933275 0.0018079048335139037 0.0015895796838205308
leaf_weight=58 72 96 57 554 55 76 54 52 52 81 68 59 81 102 52 86 54 69 89 156 53 146 151
leaf_count=58 72 96 57 554 55 76 54 52 52 81 68 59 81 102 52 86 54 69 89 156 53 146 151
internal_value=0 0.0010455 0.00114526 0.00159759 0.00161797 0.00139543 0.000775805 0.00145867 0.000931732 0.00151051 0.00142925 0.00153119 0.00171068 0.00169276 0.00149312 0.00151968 0.00137764 0.00171579 0.00173203 0.0015579 0.000787672 0.0017111 0.00152154
internal_weight=0 668 572 1705 1647 341 231 606 159 265 208 140 1041 960 551 499 106 858 789 393 105 700 307
internal_count=2373 668 572 1705 1647 341 231 606 159 265 208 140 1041 960 551 499 106 858 789 393 105 700 307
is_linear=0
shrinkage=0.0032998


Tree=5688
num_leaves=23
num_cat=0
split_feature=2 1 3 47 1 12 3 12 2 12 1 2 1 12 133 1 2 160 1213 1213 0 1
split_gain=0.367455 0.237822 0.250858 0.255297 0.292307 0.22224 0.319089 0.539319 0.319085 0.253028 0.226329 0.181429 0.153838 0.151076 0.195513 0.141195 0.115903 0.10352 0.0962475 0.127363 0.0650996 0.026752
threshold=0.16730000000000003 0.10538500000000002 -0.082454999999999987 0.10421000000000001 0.11239500000000001 0.082295000000000021 0.081640000000000004 -0.086449999999999985 0.096425000000000025 0.083725000000000008 0.079020000000000021 0.084425000000000014 0.12541500000000003 0.094045000000000004 0.085345000000000018 0.078015000000000015 0.10731 -0.064629999999999979 0.0086650000000000008 0.104315 -0.10147999999999999 0.13820500000000002
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 5 16 4 -4 6 7 -1 -8 -7 -9 13 -6 14 17 18 -3 -11 20 -20 -13 -14
right_child=-2 2 3 -5 12 9 8 10 -10 11 -12 15 21 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0054770075641102194 -0.0058227951318583614 0.016462376933903376 -0.009696985135749606 0.0093306084792768237 0.0093732288996140074 -0.0031748510641162807 -0.0016251061774391928 0.017318400787445742 0.015706563143871619 0.016439068352479203 0.031941879247510199 0.012480573989895417 -0.003747017645475215 0.0052589868442026108 0.022052524680361698 -0.00065664673783651616 0.0060116052233339127 0.0088890295526041219 0.015998374185865916 0.0056745132759289611 0.0062933610329265937 0.0015864061998588819
leaf_weight=77 59 55 76 93 64 59 71 73 52 71 52 52 53 100 54 66 68 196 78 61 790 53
leaf_count=77 59 55 76 93 64 59 71 73 52 71 52 52 53 100 54 66 68 196 78 61 790 53
internal_value=0 0.00760964 0.00418607 0.00181755 -0.00101545 0.00846272 0.0124674 0.0165869 0.0056875 0.0076092 0.0234161 0.00804384 0.00285514 0.0110013 0.0127846 0.00685293 0.0106993 0.0109034 0.00735999 0.0114807 0.0066776 -0.00106336
internal_weight=0 2314 462 339 246 1852 325 202 123 1527 125 1468 170 421 321 1047 123 267 981 139 842 106
internal_count=2373 2314 462 339 246 1852 325 202 123 1527 125 1468 170 421 321 1047 123 267 981 139 842 106
is_linear=0
shrinkage=0.16829


Tree=5689
num_leaves=24
num_cat=0
split_feature=9 2 150 160 12 3 2 41 16 12 16 4 13 3 16 1212 401 3 2 0 13 0 16
split_gain=0.371092 0.259053 0.425974 0.421282 0.427482 0.267326 0.246129 0.199894 0.265549 0.217064 0.416397 0.214044 0.196659 0.172648 0.19266 0.149642 0.138294 0.201538 0.125109 0.111636 0.240586 0.103704 0.0880087
threshold=-1.0000000180025095e-35 0.087610000000000007 0.089155000000000012 0.0047600000000000012 -0.007389999999999999 -0.026769999999999999 0.074875000000000011 0.081235000000000016 -0.17699999999999996 0.083220000000000002 -0.010379999999999999 -0.0073899999999999999 -0.057284999999999996 -0.12595999999999999 -0.077589999999999978 0.097595000000000015 0.087110000000000007 -0.082254999999999981 0.10584500000000001 -0.085669999999999982 -0.085764999999999994 -0.082404999999999992 -0.069894999999999985
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=-1 3 7 4 -2 -4 -5 8 12 10 18 -12 -3 -6 16 22 17 -15 -10 20 -16 -21 -11
right_child=1 2 5 6 13 -7 -8 -9 9 15 11 -13 -14 14 19 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=-0.0065749832308261268 0.024068519462133901 -0.0076778284717703791 0.0033255618650544498 -0.0095757501140948456 0.016567159114813688 -0.011266232246111814 0.0060974128843952263 0.015547822350039726 0.024462688648156625 0.0012075576156115563 0.0096098172908362679 -0.0037198133739811262 0.0043956857013641932 0.0065565548514483858 0.0063729618854236249 0.013599268827524219 0.011859639161035327 -0.0027642395480326843 0.012897614255124337 0.0021842139955975757 0.020246008570151929 0.010499084737749019 0.0054931559623343602
leaf_weight=64 55 70 72 53 73 70 61 58 53 196 95 53 84 222 62 52 75 93 55 58 84 165 450
leaf_count=64 55 70 72 53 73 70 61 58 53 196 95 53 84 222 62 52 75 93 55 58 84 165 450
internal_value=0 0.00640266 0.00484005 0.00844271 0.00968064 -0.00385492 -0.00117347 0.0059005 0.00539388 0.00644091 0.0106386 0.00482423 -0.00108061 0.00872736 0.00797096 0.00489879 0.00535373 0.003799 0.0185897 0.0107323 0.014367 0.00834453 0.00419566
internal_weight=0 2309 1308 1001 887 142 114 1166 1108 954 256 148 154 832 759 698 390 315 108 369 146 223 646
internal_count=2373 2309 1308 1001 887 142 114 1166 1108 954 256 148 154 832 759 698 390 315 108 369 146 223 646
is_linear=0
shrinkage=0.16829


Tree=5690
num_leaves=9
num_cat=0
split_feature=1443 157 10 41 10 482 15 11
split_gain=0.252466 0.243823 0.190018 0.243082 0.232013 0.144356 0.218134 0.145034
threshold=0.060940000000000001 -0.22439999999999996 1.0000000180025095e-35 0.082735000000000017 -0.086389999999999981 0.095595000000000013 -0.43457999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.015422062744920832 0.016224775523972671 -0.0055251862462961654 -0.003850770613570986 0.014536478626383818 -0.0050359413136908636 0.011638594271125728 0.0049283436224191787 0.011941667409906759
leaf_weight=66 62 58 66 78 60 96 1798 88
leaf_count=66 62 58 66 78 60 96 1798 88
internal_value=0 0.0053273 0.00502959 0.00529952 0.00495558 0.00525415 0.00493827 0.00525654
internal_weight=0 2310 2244 2178 2100 2042 1946 1886
internal_count=2372 2310 2244 2178 2100 2042 1946 1886
is_linear=0
shrinkage=0.16829


Tree=5691
num_leaves=18
num_cat=0
split_feature=3 4 39 123 3 4 0 15 2 15 0 4 0 0 4 3 42
split_gain=9.18047 5.82583 2.3138 1.48853 0.983619 0.732923 0.697381 0.590957 0.496707 0.373125 0.365554 0.238149 0.377256 0.268452 0.0987545 0.082201 0.0284484
threshold=0.25468500000000005 0.055260000000000011 0.084535000000000013 0.085740000000000011 -0.14162499999999997 0.36766000000000004 -0.11208499999999998 0.029300000000000003 0.094955000000000025 -0.41606999999999994 -0.023359999999999995 -0.096364999999999992 -0.13513499999999998 -0.097414999999999988 0.23590000000000003 -0.072739999999999985 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 7 6 -3 -1 -4 -7 11 -6 -13 -14 -2 16 -8
right_child=14 3 8 -5 10 9 15 -9 -10 -11 -12 12 13 -15 -16 -17 -18
leaf_value=0.0015137497795222627 0.00041801876421985074 0.0014049991676060576 0.0011356872827982 0.00057518192484293424 0.0016218865026079636 0.0010164186268693343 0.0011549913510580283 0.0019483186665265602 0.00069290755014926402 0.00066866495771003001 0.0011831573022436218 0.0011794113643208812 0.0016396970028578171 0.0014001116164918518 0.00021627571054782916 0.00094614754877858653 0.0010366244293413126
leaf_weight=94 52 88 59 83 55 79 59 55 53 60 88 84 55 1235 56 65 52
leaf_count=94 52 88 59 83 55 79 59 55 53 60 88 84 55 1235 56 65 52
internal_value=0 0.00129893 0.00138649 0.000978512 0.00141739 0.00106149 0.00116399 0.0016744 0.000926472 0.000866563 0.00139213 0.00140497 0.00139626 0.00141035 0.000313737 0.00104329 0.00109986
internal_weight=0 2264 1778 486 1666 403 264 149 112 139 1517 1429 1374 1290 108 176 111
internal_count=2372 2264 1778 486 1666 403 264 149 112 139 1517 1429 1374 1290 108 176 111
is_linear=0
shrinkage=0.0032998


Tree=5692
num_leaves=19
num_cat=0
split_feature=4 2 123 14 11 52 52 2 11 43 2 2 2 4 43 42 43 4
split_gain=19.5068 6.29875 3.15672 1.6997 1.48908 1.12769 1.30602 0.823132 0.742542 0.692071 0.596959 0.49089 0.32054 0.312988 0.276294 0.180587 0.160766 0.134549
threshold=0.30163500000000004 0.12399000000000002 0.080635000000000012 -0.42214499999999994 1.0000000180025095e-35 -0.050359999999999995 -0.087239999999999984 0.14234000000000005 0.082485000000000017 0.055170000000000004 0.12708000000000003 0.10713500000000002 0.098215000000000011 0.10534500000000001 -1.0000000180025095e-35 0.084175000000000014 0.099260000000000015 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 12 -3 -6 13 11 -5 14 15 -1 -7 -11 -18
right_child=3 7 -4 10 8 9 -8 -9 -10 16 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0018578750385374043 0.0013857119235253133 0.0014705797142230128 0.0013296225320862472 0.00069942209334730753 0.0025748670513549162 0.0020560112176040445 0.0014130294260881325 0.00094791388443573731 0.0020687863773447973 0.0016519921152700608 0.00049611380911854057 0.0011167901165171261 0.0016895259451142665 0.0018075506983107361 0.002121498293831623 0.0019632453525019349 0.0019825141141031556 0.0017570799720684393
leaf_weight=219 58 57 100 73 53 483 92 79 82 74 70 54 99 96 57 497 54 75
leaf_count=219 58 57 100 73 53 483 92 79 82 74 70 54 99 96 57 497 54 75
internal_value=0 0.00185486 0.00190204 0.000888508 0.00193246 0.00190651 0.00176695 0.00116723 0.00226773 0.00195744 0.000741944 0.000877163 0.00185369 0.00199106 0.00191245 0.002009 0.00177909 0.00185172
internal_weight=0 2117 1981 255 1881 1746 467 136 135 1279 197 127 375 1076 276 980 203 129
internal_count=2372 2117 1981 255 1881 1746 467 136 135 1279 197 127 375 1076 276 980 203 129
is_linear=0
shrinkage=0.0032998


Tree=5693
num_leaves=21
num_cat=0
split_feature=1 52 123 3 15 14 123 16 49 43 16 3 133 156 1 49 15 52 52 16
split_gain=28.225 4.33086 2.93706 2.70797 2.61135 1.17143 1.02741 0.845018 0.549939 0.531599 0.520037 0.390473 0.290426 0.368165 0.274549 0.236873 0.189313 0.187532 0.134999 0.0580315
threshold=0.10574000000000001 -0.40809499999999993 0.080635000000000012 0.25468500000000005 -0.24042999999999998 0.062655000000000016 0.083275000000000016 -0.15043499999999996 0.0016050000000000003 0.065040000000000014 -0.24900499999999998 -0.072739999999999985 0.087950000000000014 0.088610000000000008 0.13130500000000003 0.09833500000000002 0.0056700000000000006 0.061255000000000011 -0.046924999999999988 -0.11180499999999999
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 -2 5 4 14 7 10 8 -1 11 -6 12 13 -9 -3 18 -11 -14 -13 -5
right_child=1 3 -4 19 6 -7 -8 9 -10 16 -12 15 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00068702348916596645 0.0010635778701278769 1.7279361797152586e-05 0.00043335610866133343 -0.00045557471122098774 0.00034761008717051098 0.0015557577830248106 6.639621089195763e-05 0.001214295683045387 0.0011128197275416872 0.00083189697201824079 0.00074547266478150291 0.00095375284827210619 0.0010128472050746128 0.000952601642819033 -0.00027909740828940474 0.00082477136214930021 0.0010532789000582297 0.0011709262686256492 0.0011352866848330187 -0.00029644361037386931
leaf_weight=90 56 71 74 52 57 61 53 742 53 91 98 74 206 65 65 57 83 144 128 52
leaf_count=90 56 71 74 52 57 61 53 742 53 91 98 74 206 65 65 57 83 144 128 52
internal_value=0 0.000198344 0.00107838 9.01108e-05 0.000231236 0.00110497 0.000463748 0.00108908 0.000845082 0.00111101 0.000599389 0.00113228 0.00115842 0.00119326 -0.000124112 0.00101535 0.000937701 0.00107799 0.00106896 -0.000376348
internal_weight=0 504 1868 448 344 1794 208 1733 143 1590 155 1416 1157 807 136 259 174 350 202 104
internal_count=2372 504 1868 448 344 1794 208 1733 143 1590 155 1416 1157 807 136 259 174 350 202 104
is_linear=0
shrinkage=0.0032998


Tree=5694
num_leaves=15
num_cat=0
split_feature=3 51 13 2 132 12 42 15 12 2 42 150 151 3
split_gain=0.384154 0.242275 0.241336 0.229733 0.22487 0.341441 0.221741 0.40223 0.279254 0.208372 0.189783 0.147767 0.178866 0.14891
threshold=0.25468500000000005 0.086090000000000014 -0.10278499999999999 0.13388500000000003 0.082230000000000011 0.086985000000000021 0.092340000000000019 -0.084059999999999982 0.087645000000000015 -0.043079999999999993 0.090295000000000014 0.10348 0.009020000000000002 0.097710000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -2 9 -6 7 -3 -9 -4 -1 12 13 -11
right_child=3 6 4 -5 5 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=0.0205544388012136 -0.010287984483333854 0.0066457045459111632 0.016527621493998945 0.0052365326392211919 -0.0097471799360638548 0.0066340906484619452 0.0048024991088161124 0.030164809797821091 0.014272307126546093 0.0073602147682496569 0.0069824992845949766 0.013632671748273085 -0.0029144875063903783 -0.0011736919131361461
leaf_weight=68 52 90 69 56 56 101 78 57 71 1417 52 92 53 60
leaf_count=68 52 90 69 56 56 101 78 57 71 1417 52 92 53 60
internal_value=0 0.00803903 0.00736165 -0.0022216 0.00688493 0.000779646 0.0125366 0.0152956 0.0213635 0.00745071 0.0146882 0.00706347 0.00666728 0.00701233
internal_weight=0 2264 1968 108 1848 157 296 218 128 1691 120 1622 1530 1477
internal_count=2372 2264 1968 108 1848 157 296 218 128 1691 120 1622 1530 1477
is_linear=0
shrinkage=0.16829


Tree=5695
num_leaves=17
num_cat=0
split_feature=4 15 16 16 150 3 3 0 50 43 4 39 3 42 3 1
split_gain=0.52948 0.295803 0.291854 0.184718 0.251802 0.240603 0.274737 0.181838 0.450467 0.444283 0.267552 0.198161 0.153883 0.149701 0.136061 0.0392957
threshold=0.36766000000000004 -0.18708499999999997 -0.11118499999999999 -0.5020199999999998 0.11648500000000002 0.097710000000000005 0.15251000000000001 -0.068669999999999995 1.0000000180025095e-35 -0.084454999999999988 -0.14538499999999996 1.0000000180025095e-35 -0.068254999999999982 0.087420000000000012 -0.073309999999999986 0.085265000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 -1 5 7 -7 11 9 -9 -11 12 14 -2 -5 -14
right_child=1 -3 -4 4 -6 6 -8 8 -10 10 -12 -13 15 -15 -16 -17
leaf_value=0.015225586077703501 0.01082529212116346 -0.012644727559177482 -0.008010023382665649 0.0068088878176117123 -0.0050674235965647869 0.020365464825079269 0.0054165290010972878 -0.010521801657616703 0.015999203722528565 0.0110327221738025 -0.00045233792119264081 0.015392355247417836 0.0042423503311571969 -0.0008317788377403076 0.014803885009142356 -0.0016828841436339818
leaf_weight=71 77 53 61 1174 52 76 65 79 63 94 147 78 59 52 64 68
leaf_count=71 77 53 61 1174 52 76 65 79 63 94 147 78 59 52 64 68
internal_value=0 -0.0015238 0.0015689 0.00677005 0.00647181 0.00677778 0.0134869 0.00625874 0.0029909 0.000424271 0.00401986 0.00712484 0.00665109 0.00611239 0.00722365 0.00105564
internal_weight=0 243 190 2090 2019 1967 141 1826 383 320 241 1443 1365 129 1238 127
internal_count=2333 243 190 2090 2019 1967 141 1826 383 320 241 1443 1365 129 1238 127
is_linear=0
shrinkage=0.16829


Tree=5696
num_leaves=25
num_cat=0
split_feature=1 1 123 3 4 4 3 4 0 15 43 4 3 4 15 457 0 52 3 4 48 13 43 1209
split_gain=24.4236 4.002 2.32901 1.6525 1.61606 1.46535 1.31844 1.07875 0.838946 0.640518 1.12498 0.786958 0.866391 0.567557 0.55531 0.534858 0.551115 0.288585 0.386703 0.274277 0.148279 0.126708 0.121851 0.0900245
threshold=0.10491000000000002 0.12450500000000002 1.0000000180025095e-35 -0.029309999999999996 0.043850000000000007 0.24726500000000004 0.30112000000000005 0.36766000000000004 -0.084044999999999995 0.03981500000000001 -0.11118499999999999 -0.49013999999999996 -0.089199999999999988 0.056815000000000011 -0.058234999999999988 0.080930000000000016 -0.13892999999999997 0.044705000000000002 -0.077584999999999987 -0.08916499999999998 0.086095000000000019 0.0083850000000000018 -0.082219999999999988 0.089440000000000006
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 5 8 -2 7 -3 15 10 -10 -12 -13 -5 17 16 -1 18 -6 -11 22 23 -18 -21
right_child=1 6 -4 13 14 -7 -8 -9 9 19 11 12 -14 -15 -16 -17 20 -19 -20 21 -22 -23 -24 -25
leaf_value=0.002004625205254418 0.0015342342872415753 0.00095146154677781239 0.00098852152621695219 0.0005821306348486071 0.0015688430877581479 0.00083057881722298742 3.6728065164197123e-05 0.0003500640443002092 0.001016096355717269 0.0018589445470107995 0.001837833402574525 0.0010700890742948511 0.0015649535871299011 0.0009916453111912919 0.0011263334445541704 0.0014410236877089473 0.0018481209326165484 0.0016692694214544858 0.0011675673500123327 0.0016226843822692593 0.0016022520010404316 0.0014658890043765193 0.0017155798868970823 0.0017784226117174542
leaf_weight=90 86 55 69 82 53 52 70 80 52 63 75 52 155 68 79 63 111 53 54 345 98 54 322 52
leaf_count=90 86 55 69 82 53 52 70 80 52 63 75 52 155 68 79 63 111 53 54 345 98 54 322 52
internal_value=0 0.000757442 0.00158462 0.00100836 0.00160782 0.00126934 0.000404766 0.000595339 0.0016473 0.00157749 0.00146405 0.00154653 0.00144081 0.000768012 0.00135462 0.0017338 0.00176345 0.00146712 0.00136666 0.00165113 0.0017225 0.00162202 0.00174964 0.00164317
internal_weight=0 493 1840 288 1771 138 205 135 1532 848 334 282 207 150 239 684 621 160 107 514 531 451 433 397
internal_count=2333 493 1840 288 1771 138 205 135 1532 848 334 282 207 150 239 684 621 160 107 514 531 451 433 397
is_linear=0
shrinkage=0.0032998


Tree=5697
num_leaves=25
num_cat=0
split_feature=4 12 2 2 12 4 2 2 12 16 49 2 12 3 16 50 4 43 1212 12 3 12 50 12
split_gain=14.9393 4.76948 1.5191 2.18116 1.2168 1.06662 0.727418 0.597009 0.546368 0.512629 0.489233 0.455775 0.446947 0.400305 0.395672 0.27883 0.244372 0.204369 0.233284 0.196555 0.15893 0.149887 0.111416 0.0667136
threshold=0.36766000000000004 0.054520000000000006 0.10803500000000001 -0.007134999999999999 0.090345000000000023 -0.047714999999999987 0.12708000000000003 0.096120000000000025 0.11769500000000001 -0.019749999999999993 0.082565000000000013 0.089165000000000008 -0.040564999999999997 -0.15680499999999997 0.19578000000000004 0.041865000000000006 -0.082184999999999994 0.0054600000000000004 0.041590000000000009 0.097610000000000016 -0.088074999999999987 0.086850000000000024 0.085685000000000011 0.087765000000000024
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 2 3 -1 10 -5 12 -7 13 -4 11 15 -2 -6 16 17 -15 18 -3 -16 -13 -12 -18 -17
right_child=6 4 9 5 8 7 -8 -9 -10 -11 21 20 -14 14 19 23 22 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00065333687744909084 0.00044908484401441352 0.0015466366406640746 0.00099684691518350343 0.0016902549792332997 0.0016920519004757254 0.0013688421638162653 0.00031603055791966248 0.00092446942047301039 0.0011393453312647766 0.00060401822967119905 0.0018144979953627898 0.0011938133825499719 0.00082932756155656463 0.0015938248888299742 0.0011245506065197539 0.0017823774037065158 0.0013632190682056936 0.0017232432386908953 0.0013631174048279308 0.0013801161635618043 0.001448747965895852 0.0016072096599456887 0.0014834993862274004 0.0016152074089057491
leaf_weight=57 55 312 79 78 54 93 99 52 89 68 96 52 89 91 79 66 285 53 105 60 61 71 133 56
leaf_count=57 55 312 79 78 54 93 99 52 89 68 96 52 89 91 79 66 285 53 105 60 61 71 133 56
internal_value=0 0.00139912 0.00108772 0.00123057 0.00147905 0.00137796 0.000534433 0.00120972 0.00138494 0.00081537 0.00156438 0.0015259 0.000684341 0.00141603 0.00139298 0.0015629 0.00143601 0.0015257 0.00150051 0.00123512 0.00133174 0.00172658 0.00140157 0.00170593
internal_weight=0 2090 427 280 1663 223 243 145 791 147 872 705 144 702 648 592 509 470 417 139 113 167 418 122
internal_count=2333 2090 427 280 1663 223 243 145 791 147 872 705 144 702 648 592 509 470 417 139 113 167 418 122
is_linear=0
shrinkage=0.0032998


Tree=5698
num_leaves=23
num_cat=0
split_feature=1 1 0 41 0 52 2 156 1 123 52 1 0 484 474 1 0 0 0 0 43 0
split_gain=16.1308 3.16244 1.22518 1.03491 0.998812 1.06926 0.949183 0.62975 0.533028 0.538136 0.502725 0.660584 0.475224 0.36269 0.64125 0.339783 0.199608 0.179221 0.205 0.125781 0.0618462 0.0593215
threshold=0.10508500000000001 0.12450500000000002 -0.12608499999999997 0.077565000000000009 -0.072174999999999975 -0.084674999999999986 0.092155000000000015 1.0000000180025095e-35 0.14846500000000004 0.089295000000000013 0.50590000000000013 0.094405000000000003 -0.026509999999999995 0.085515000000000022 0.084075000000000011 0.092730000000000021 -0.10264999999999998 -0.14216999999999999 -0.072364999999999985 -0.095419999999999991 -0.067799999999999985 -0.15135999999999997
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 21 6 -4 -6 13 10 9 -3 11 12 16 15 -15 17 -8 -1 19 -19 -17 -2
right_child=1 8 4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 20 -18 18 -20 -21 -22 -23
leaf_value=0.001873589816051807 0.00092203871280557642 0.00082178898402657642 0.0016758444979623865 0.0011954204290396248 0.0014745702903745412 0.00085764503496914962 0.001680957381663583 0.0017353371458283674 0.00029294451517808428 0.00040694234376730177 0.0017355132603310149 0.0010432396073738112 0.0011732819720710024 0.0016592172688628074 0.0012006243946833706 0.0014164686243694283 0.0014550328048116622 0.0015269410734019627 0.0018675345316926403 0.0016732541124091485 0.0015712880500758197 0.00076108617732622218
leaf_weight=55 56 101 52 78 55 70 53 89 52 52 54 52 62 87 55 58 283 77 58 707 74 53
leaf_count=55 56 101 52 78 55 70 53 89 52 52 54 52 62 87 55 58 283 77 58 707 74 53
internal_value=0 0.000895914 0.00112026 0.00156922 0.00129012 0.00112937 0.00158573 0.00147756 0.000582757 0.000681026 0.00143198 0.00139547 0.0014414 0.00164047 0.00148184 0.00166233 0.00149077 0.00168566 0.00167334 0.00165893 0.00150353 0.000844101
internal_weight=0 491 286 1842 177 125 1764 593 205 153 504 450 398 1171 142 1029 336 897 842 784 132 109
internal_count=2333 491 286 1842 177 125 1764 593 205 153 504 450 398 1171 142 1029 336 897 842 784 132 109
is_linear=0
shrinkage=0.0032998


Tree=5699
num_leaves=13
num_cat=0
split_feature=4 15 4 11 3 2 40 1429 160 457 2 43
split_gain=0.597614 0.209589 0.235567 0.164503 0.548037 0.241213 0.216875 0.142749 0.415221 0.159339 0.3469 0.155282
threshold=0.36766000000000004 -0.41606999999999994 0.51400500000000016 0.080705000000000013 -0.154195 -0.0091949999999999983 -0.081174999999999983 0.084690000000000015 -0.074049999999999991 0.083415000000000017 0.089885000000000007 0.26667500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -7 9 -9 11 -11 -8
right_child=1 -3 -4 -5 5 6 7 8 -10 10 -12 -13
leaf_value=-0.0081173193117979655 0.010621631434952502 -0.0060044911881623015 -0.0028449102518672497 0.015508291713412645 -0.0019035804338811059 0.018660770965387069 0.010253790233231159 -0.0071582339003302704 0.013705211966986239 0.012228605707601002 -0.0067682984015230169 0.0033437928406792436
leaf_weight=54 76 96 71 103 55 69 1493 55 53 57 52 99
leaf_count=54 76 96 71 103 55 69 1493 55 53 57 52 99
internal_value=0 0.000103831 0.00410516 0.0089289 0.00858694 0.00905452 0.0093764 0.00902128 0.00306367 0.00939848 0.00314938 0.00982521
internal_weight=0 243 147 2090 1987 1933 1878 1809 108 1701 109 1592
internal_count=2333 243 147 2090 1987 1933 1878 1809 108 1701 109 1592
is_linear=0
shrinkage=0.16829


Tree=5700
num_leaves=14
num_cat=0
split_feature=43 4 3 1 16 4 2 3 475 50 133 1 1
split_gain=0.295216 0.331059 0.354513 0.321045 0.234589 0.274623 0.200919 0.197453 0.164786 0.136042 0.131234 0.128847 0.102629
threshold=-0.40535499999999997 -0.51003499999999991 -0.21779999999999997 0.13662500000000002 -0.42004999999999992 0.024315000000000003 0.14925000000000002 -0.10175499999999998 -0.086169999999999983 -0.22547499999999998 -0.013049999999999997 0.10962000000000001 0.077300000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 11 7 -5 -6 -9 -7 -11 12 -4
right_child=1 2 3 6 5 9 -8 8 -10 10 -12 -13 -14
leaf_value=0.016153139060974857 0.019010759161271339 -0.0042696605384491253 0.013073062595973454 -0.0079409447921754625 -0.00077909887393177145 0.0089423870497554753 0.0057434646271843932 0.014900764363001461 0.0070228790499624874 0.0060882594433088067 -0.0031301752321237471 0.017387938327774081 0.0032436216972872539
leaf_weight=86 55 95 68 71 87 52 53 80 1385 60 161 81 55
leaf_count=86 55 95 68 71 87 52 53 80 1385 60 161 81 55
internal_value=0 0.00609677 0.00578001 0.00622428 0.00673252 0.00612554 -0.00207747 0.0069916 0.0074543 0.00119539 -0.000619303 0.0121538 0.00869239
internal_weight=0 2303 2248 2153 2029 1825 124 1552 1465 273 221 204 123
internal_count=2389 2303 2248 2153 2029 1825 124 1552 1465 273 221 204 123
is_linear=0
shrinkage=0.16829


Tree=5701
num_leaves=10
num_cat=0
split_feature=43 13 52 1443 1373 148 150 150 484
split_gain=0.204073 0.288026 0.169192 0.143411 0.169773 0.172044 0.134449 0.117 0.113398
threshold=-0.40535499999999997 0.17001000000000002 0.51625500000000002 0.084655000000000022 0.081220000000000014 -0.079549999999999996 0.10375000000000002 0.11989500000000002 0.110365
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 -7
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=0.013434730992658461 -0.0032334883833506265 -0.0070601383283410485 0.013978017666146156 0.013617258244576757 -0.0043168400001351252 0.0053294840900698671 0.016871782626443593 0.0056739211602358482 -0.001967111527117101
leaf_weight=86 67 54 63 55 55 1840 53 54 62
leaf_count=86 67 54 63 55 55 1840 53 54 62
internal_value=0 0.00507127 0.00536335 0.00511426 0.00489396 0.00513885 0.00541896 0.0112373 0.00509069
internal_weight=0 2303 2249 2186 2131 2076 2009 107 1902
internal_count=2389 2303 2249 2186 2131 2076 2009 107 1902
is_linear=0
shrinkage=0.16829


Tree=5702
num_leaves=21
num_cat=0
split_feature=1 4 1 2 4 0 0 48 0 2 151 4 3 1212 2 151 0 158 3 3
split_gain=8.93577 1.18483 1.10566 0.761876 0.827145 1.12361 0.338048 0.306831 0.581861 0.407991 0.300236 0.297016 0.237317 0.225614 0.254883 0.232021 0.168558 0.153038 0.124724 0.11576
threshold=0.111945 0.30163500000000004 0.13662500000000002 0.097145000000000023 -0.41016499999999995 -0.066264999999999991 -0.065794999999999979 0.093440000000000009 -0.11912999999999999 0.12358500000000001 -0.065174999999999983 0.45363500000000007 -0.046989999999999997 0.041590000000000009 0.086165000000000005 0.009020000000000002 -0.080689999999999984 0.099230000000000013 -0.087414999999999979 -0.10175499999999998
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 10 4 -1 13 -4 8 -5 16 -2 12 -12 15 18 17 -10 -6 -15 -18
right_child=2 -3 6 7 5 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17 19 -19 -20 -21
leaf_value=0.0015131677690352282 0.00043704677694888534 0.00059680540049413509 0.00043627845773762993 0.00060811389054314473 0.0011383344696194368 0.00062133089564302439 9.610855013379729e-05 0.0011740528931374122 0.00086400746686365328 0.00070716535837282897 0.000935014522682894 0.00053056714127277507 0.00063784032762448709 0.0010424901040976793 0.0011542906906659937 0.00092088901135329963 0.00094712715261892095 0.0013168492991883106 0.00084291534517869722 0.0011077268485551008
leaf_weight=55 62 58 62 54 1003 52 66 66 61 53 67 70 54 66 100 53 73 58 78 178
leaf_count=55 62 58 62 54 1003 52 66 66 61 53 67 70 54 66 100 53 73 58 78 178
internal_value=0 0.00106294 0.000511534 0.00107679 0.00111447 0.00109889 0.000261154 0.00096289 0.000929544 0.000977002 0.00063807 0.000703139 0.000802683 0.00111715 0.0010248 0.00113735 0.00102273 0.00114813 0.000934632 0.00106116
internal_weight=0 2008 381 1950 1465 1410 128 485 419 365 253 191 121 1358 244 1114 312 1061 144 251
internal_count=2389 2008 381 1950 1465 1410 128 485 419 365 253 191 121 1358 244 1114 312 1061 144 251
is_linear=0
shrinkage=0.0032998


Tree=5703
num_leaves=11
num_cat=0
split_feature=0 4 0 52 12 3 15 10 0 1455
split_gain=0.378017 0.217938 0.307657 0.266979 0.262658 0.184637 0.307262 0.203344 0.210828 0.159844
threshold=0.12539500000000003 -0.38908499999999996 0.023440000000000003 -0.15824499999999997 -0.12529499999999996 0.11372500000000001 -0.072904999999999984 -0.0097449999999999985 -0.049024999999999992 0.090900000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 7 -7 -6 9 -9
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11
leaf_value=0.0056854190151068608 -0.00755509148269816 0.016647425818711911 -0.0073852152666180025 0.021167016919078623 0.014743633446770359 0.0063200899678682067 -0.010679290081157426 0.0052699538583891609 -0.0028053251234723747 0.012891614098370431
leaf_weight=75 64 58 54 55 66 68 54 1725 88 82
leaf_count=75 64 58 54 55 66 68 54 1725 88 82
internal_value=0 0.005544 0.00514607 0.0122491 0.00546297 0.00515068 -0.0011895 0.00554604 0.00522476 0.00561681
internal_weight=0 2325 2195 130 2141 2083 122 1961 1895 1807
internal_count=2389 2325 2195 130 2141 2083 122 1961 1895 1807
is_linear=0
shrinkage=0.16829


Tree=5704
num_leaves=15
num_cat=0
split_feature=0 14 1 34 43 15 1 1 16 16 15 0 42 43
split_gain=0.261601 0.315694 0.369965 0.145832 0.140575 0.17372 0.316927 0.208152 0.177123 0.378952 0.225854 0.104493 0.0644296 0.0541396
threshold=0.12539500000000003 -0.23960999999999996 0.13662500000000002 -1.0000000180025095e-35 -0.14044999999999999 -0.092059999999999989 0.078435000000000019 0.10548500000000001 -0.011859999999999997 -0.018199999999999997 -0.0073899999999999999 -0.078664999999999985 -0.048699999999999993 -0.0062049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 11 6 13 -8 9 -7 -10 12 -5 -6
right_child=-2 2 -4 4 5 8 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.014335904478510223 -0.0062836474142680607 0.012660930703570489 -0.0061105589677810839 0.0025115337548840579 0.0031579103644746934 0.005379726281586868 -0.0095612529607832578 0.0021763251560023202 0.0055153498225790666 0.020047931886796093 -0.00099831535024449557 0.014235577361243982 0.010377027857707496 0.0091887859311125825
leaf_weight=91 64 63 94 70 105 879 99 75 327 53 279 66 52 72
leaf_count=91 64 63 94 70 105 879 99 75 327 53 279 66 52 72
internal_value=0 0.0046114 0.00421447 0.00466884 0.00442556 0.00398705 0.000602935 -0.00449163 0.0047582 0.00621579 0.00251352 0.0088221 0.00587877 0.0056213
internal_weight=0 2325 2234 2140 2077 1889 351 174 1538 932 606 188 122 177
internal_count=2389 2325 2234 2140 2077 1889 351 174 1538 932 606 188 122 177
is_linear=0
shrinkage=0.16829


Tree=5705
num_leaves=17
num_cat=0
split_feature=1 4 11 1 0 0 2 2 2 0 4 1 4 0 0 0
split_gain=14.6462 1.90931 1.82161 1.89402 1.04348 0.71089 0.701864 0.963511 0.686716 0.436033 0.639724 0.513458 0.419414 0.30304 0.189578 0.104909
threshold=0.11663000000000003 0.36766000000000004 1.0000000180025095e-35 0.10384000000000002 0.04939000000000001 -0.12608499999999997 0.14823500000000003 -1.0000000180025095e-35 0.11891500000000001 -0.10120999999999998 0.020345000000000005 0.086920000000000011 -0.15618499999999999 -0.074434999999999987 -0.080474999999999977 -0.11327499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -5 7 -2 -9 11 13 15 -4 -11 -12 -1
right_child=6 -3 12 5 -6 -7 -8 8 -10 10 14 -13 -14 -15 -16 -17
leaf_value=0.0014157004801580893 0.00032675795044022398 0.0008432638743803018 0.0015518195572300098 0.00064698300693268854 0.00096611431703318021 0.0011378563993695763 0.00029088848138769972 0.0010751060820696143 0.00062015094993204489 0.0014335291320987898 0.00104081717334812 0.00099860978620469609 0.0019205863943239847 0.0013047334898278727 0.0012939478622265293 0.0012219081746592511
leaf_weight=87 70 86 81 54 75 81 82 59 95 1060 67 73 60 254 67 53
leaf_count=87 70 86 81 54 75 81 82 59 95 1060 67 73 60 254 67 53
internal_value=0 0.00132585 0.00134646 0.00131912 0.00134845 0.000941768 0.000552867 0.000648612 0.000794681 0.00136569 0.00138638 0.00122486 0.00170899 0.00140866 0.00116765 0.00134259
internal_weight=0 2098 2012 1871 1736 135 306 224 154 1661 1448 213 141 1314 134 140
internal_count=2404 2098 2012 1871 1736 135 306 224 154 1661 1448 213 141 1314 134 140
is_linear=0
shrinkage=0.0032998


Tree=5706
num_leaves=17
num_cat=0
split_feature=3 2 30 2 2 150 16 14 16 3 16 2 16 13 2 16
split_gain=14.6989 7.96456 3.57484 1.89479 1.19006 1.04505 0.819911 0.741342 0.621913 0.535546 0.468552 0.458933 0.44198 0.312327 0.146398 0.0712002
threshold=0.30112000000000005 0.12051500000000002 1.0000000180025095e-35 0.10045500000000002 -0.10238999999999998 1.0000000180025095e-35 0.12292000000000002 0.076975000000000002 0.51148500000000008 0.092330000000000009 0.25032500000000008 0.14794000000000004 -0.014754999999999999 -0.012279999999999998 0.13290500000000002 -0.26987499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 11 9 12 10 -6 -3 15 -14 -2 -5
right_child=14 6 -4 5 7 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.00095327143460671108 0.00016325418487191798 0.00071519956785656431 0.00062629034502008536 0.0011983286790126072 0.0014780884573647854 0.0007663241687624505 0.0010258157524029139 0.0018278176267574259 0.0015164113786831361 0.0011527911336568326 0.0012426965924545602 0.00033969914207094507 0.0011931197753348355 0.00082940720981647127 -8.4140762470244268e-05 0.0013540729871508654
leaf_weight=52 52 102 68 58 1343 55 65 59 79 65 101 55 53 52 52 93
leaf_count=52 52 102 68 58 1343 55 65 59 79 65 101 55 53 52 52 93
internal_value=0 0.00130785 0.00137134 0.00139653 0.00144634 0.00118953 0.000713434 0.00146267 0.00125891 0.00144837 0.00146165 0.000583879 0.0011793 0.00101333 3.9218e-05 0.00129448
internal_weight=0 2300 2078 2010 1620 390 222 1568 335 1509 1444 157 256 105 104 151
internal_count=2404 2300 2078 2010 1620 390 222 1568 335 1509 1444 157 256 105 104 151
is_linear=0
shrinkage=0.0032998


Tree=5707
num_leaves=19
num_cat=0
split_feature=1 2 12 39 4 2 4 2 2 15 14 51 4 1429 2 15 15 4
split_gain=22.9784 3.81677 3.27343 1.39878 0.850064 0.840822 0.813288 0.629666 0.601051 0.484182 0.401658 0.409516 0.427897 0.313344 0.272984 0.134435 0.0929798 0.0640559
threshold=0.10538500000000002 0.13733000000000004 0.085090000000000013 0.081875000000000017 0.04105000000000001 -1.0000000180025095e-35 0.046720000000000005 0.11353000000000001 0.10925000000000001 -0.11055 0.062655000000000016 0.11178000000000002 -0.50388999999999984 0.084770000000000012 0.16730000000000003 -0.093839999999999993 -0.088709999999999983 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 7 -2 -4 10 -7 -6 11 12 -1 -14 -3 -10 -11 -18
right_child=1 14 6 -5 9 8 -8 -9 15 16 -12 -13 13 -15 -16 -17 17 -19
leaf_value=0.0015327839980716072 6.5499697767231586e-05 3.5732153740906171e-05 0.0012452755354120468 0.00080244133303966029 0.0012824715154304061 0.00076093413629347629 0.00072889878143690386 0.00093755741519780777 0.00023039206094247795 0.00081214737495453871 0.0015243101135216628 0.0010064581487992715 0.0012532123037193267 0.0010610536971842476 -0.00027007234075961464 0.00046059218810213284 0.0010530755888875326 0.00089211336990570268
leaf_weight=57 82 79 65 100 57 54 69 76 61 54 56 81 1185 103 53 52 67 53
leaf_count=57 82 79 65 100 57 54 69 76 61 54 56 81 1185 103 53 52 67 53
internal_value=0 0.00039687 0.000563653 0.00118329 0.00120456 0.000339646 0.000979643 0.00123237 0.000474046 0.00101689 0.00124746 0.00123657 0.0012504 0.00123787 -8.67861e-05 0.000336637 0.000929681 0.000982278
internal_weight=0 515 383 1889 1789 249 134 1558 167 231 1482 1426 1345 1288 132 113 174 120
internal_count=2404 515 383 1889 1789 249 134 1558 167 231 1482 1426 1345 1288 132 113 174 120
is_linear=0
shrinkage=0.0032998


Tree=5708
num_leaves=23
num_cat=0
split_feature=1 3 4 10 39 3 3 3 4 4 0 1 0 49 3 43 0 16 1 42 16 0
split_gain=21.5619 3.20062 1.70912 1.54317 1.25854 1.09363 1.0837 0.795019 0.521637 0.512196 0.568389 0.464417 0.390527 0.323558 0.891744 0.274257 0.2017 0.192238 0.167356 0.198531 0.153475 0.128217
threshold=0.10538500000000002 -0.055839999999999994 0.30163500000000004 -0.0010949999999999998 0.081875000000000017 0.31370500000000007 0.085315000000000016 0.091170000000000015 -0.03463999999999999 0.04105000000000001 -0.086224999999999982 0.12394500000000001 0.048285000000000008 -1.0000000180025095e-35 -0.10583499999999998 -0.080474999999999977 -0.10264999999999998 -0.00017499999999999997 0.077565000000000009 0.086000000000000007 -0.088049999999999976 -0.082709999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 7 6 11 9 -9 10 17 -5 13 21 -15 -11 -17 18 19 -1 -20 -12
right_child=1 3 -4 5 -6 -7 -8 8 -10 15 12 -13 -14 14 -16 16 -18 -19 20 -21 -22 -23
leaf_value=0.0018531864421273139 0.0015253057058462951 0.00028599401431642492 0.00083983663235227498 0.00091321136147463086 0.0012681193049510803 0.00041458097333404856 0.0011700684205275993 0.0016016312574554188 0.0011325101546067087 0.0013204769151383847 0.0017191070836200936 0.00048225180126382433 0.0014254215150485727 0.0012246766032696357 0.0016701574803668704 0.0017564824498650154 0.0014950003118898375 0.0019326999191817457 0.0015058439006546364 0.0016630736959004351 0.00176427946659191 0.0019602011562128386
leaf_weight=203 98 80 67 54 100 60 100 53 52 60 53 56 84 53 752 53 93 82 53 92 54 52
leaf_count=203 98 80 67 54 100 60 100 53 52 60 53 56 84 53 752 53 93 82 53 92 54 52
internal_value=0 0.000868041 0.00124718 0.000689205 0.0016299 0.000808544 0.000920937 0.0016501 0.00136964 0.00166757 0.00168926 0.000694134 0.00164365 0.00166375 0.00164087 0.00151178 0.00159016 0.00178286 0.0017522 0.00179402 0.0016366 0.00183884
internal_weight=0 515 165 350 1889 270 210 1789 105 1684 1478 110 994 910 805 206 146 484 402 295 107 105
internal_count=2404 515 165 350 1889 270 210 1789 105 1684 1478 110 994 910 805 206 146 484 402 295 107 105
is_linear=0
shrinkage=0.0032998


Tree=5709
num_leaves=25
num_cat=0
split_feature=4 12 156 43 2 2 2 4 4 12 4 16 4 4 4 16 4 4 43 43 4 49 50 43
split_gain=11.6541 5.50735 0.994772 0.779099 0.776645 0.663367 0.729202 0.937062 0.920129 0.599091 0.529148 0.473185 0.394462 0.346603 0.352392 0.292134 0.274409 0.292151 0.211737 0.172327 0.13883 0.130064 0.105253 0.0964228
threshold=0.30163500000000004 0.054520000000000006 0.091335000000000013 -0.072864999999999985 0.12358500000000001 0.10803500000000001 -0.0091949999999999983 -0.053824999999999991 -9.4999999999999992e-05 0.086315000000000017 0.51400500000000016 -0.059624999999999991 -0.087839999999999988 0.043850000000000007 0.17982000000000001 -0.42004999999999992 -0.15618499999999999 -0.08916499999999998 -0.011154999999999998 0.057265000000000003 -0.080344999999999986 0.090785000000000018 0.077805000000000013 -0.082534999999999983
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 2 5 -2 9 6 -1 -8 -9 12 15 -7 -3 16 21 -5 -11 -18 22 -19 -20 -15 23 -14
right_child=3 4 -4 10 -6 11 7 8 -10 13 -12 -13 18 14 -16 -17 17 19 20 -21 -22 -23 -24 -25
leaf_value=0.00066185268782267457 0.00027415474350776678 0.0017164183841719576 0.0013709386910035902 0.00092873023753057996 0.00099523987515264586 0.00086199189655682086 0.0014283401705748712 0.00060184172561801878 0.0011394044557818739 0.001164964109781915 0.0003781027381177928 0.0004502223076097098 0.0013927514750080566 0.0011907899354705318 0.0013988324676580239 0.00059751403966935802 0.0016098050909228593 0.0013764829854805874 0.001441782775923754 0.001257867625753273 0.001667461165132938 0.00095461880101517646 0.0014856005394812475 0.0012239412293923206
leaf_weight=62 88 64 52 65 64 71 58 57 90 81 52 54 100 54 57 54 53 738 72 173 57 53 68 67
leaf_count=62 88 64 52 65 64 71 58 57 90 81 52 54 100 54 57 54 53 738 72 173 57 53 68 67
internal_value=0 0.00126839 0.000940864 0.000527127 0.00135387 0.000883723 0.000976913 0.00107203 0.000931201 0.00136787 0.000657105 0.000684389 0.00147472 0.00133001 0.0011872 0.000778727 0.00135239 0.0013681 0.00143213 0.001354 0.00154177 0.00107414 0.00137179 0.00132524
internal_weight=0 2145 444 259 1701 392 267 205 147 1637 171 125 428 1209 164 119 1045 964 364 911 129 107 235 167
internal_count=2404 2145 444 259 1701 392 267 205 147 1637 171 125 428 1209 164 119 1045 964 364 911 129 107 235 167
is_linear=0
shrinkage=0.0032998


Tree=5710
num_leaves=20
num_cat=0
split_feature=3 13 52 159 50 157 15 2 16 3 42 49 2 1429 15 131 42 15 151
split_gain=0.656796 0.315887 0.214889 0.419556 0.252834 0.236411 0.330213 0.204133 0.188 0.156543 0.155381 0.134911 0.161145 0.137739 0.130209 0.132434 0.126058 0.125087 0.0724888
threshold=0.30835000000000007 -0.014114999999999997 0.40945500000000007 -0.021869999999999997 0.092410000000000006 -0.081364999999999979 -0.013349999999999999 0.080060000000000006 -0.073494999999999991 -0.12077499999999998 0.11159000000000001 -0.008624999999999999 0.087325000000000014 0.083985000000000018 0.085915000000000019 0.094655000000000017 0.11720500000000002 0.088965000000000002 -0.030624999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 5 -5 8 -8 -7 -1 11 12 -11 14 15 -13 -12 -16 -14
right_child=-2 2 -4 4 -6 6 7 -9 -10 10 16 13 18 -15 17 -17 -18 -19 -20
leaf_value=0.018107458271357429 -0.0052688483053449598 0.021744428743132076 -0.0031020735827194845 -0.0025921652187512727 -0.004612013656608285 -0.00020588134784718992 0.018800171997029189 0.0092473060752806761 0.0077303874425021114 0.011963140304862015 -0.0016346849389443925 0.0084427253917476099 -0.001871482429620922 0.019422625587182944 0.020054290492340917 0.016979056388086677 0.0087514748393201554 0.011924882313527325 0.0067512009298666131
leaf_weight=74 98 53 61 66 56 161 78 350 177 96 53 434 54 62 73 59 87 213 56
leaf_count=74 98 53 61 66 56 161 78 350 177 96 53 434 54 62 73 59 87 213 56
internal_value=0 0.00879231 0.00655706 0.00718512 0.00631413 0.00705171 0.00788499 0.0109924 0.00394478 0.010567 0.0100954 0.0108009 0.00691975 0.0117494 0.0111364 0.00946796 0.00480674 0.0140062 0.00250191
internal_weight=0 2263 1002 941 888 832 766 428 338 1261 1187 1047 206 841 779 493 140 286 110
internal_count=2361 2263 1002 941 888 832 766 428 338 1261 1187 1047 206 841 779 493 140 286 110
is_linear=0
shrinkage=0.16829


Tree=5711
num_leaves=17
num_cat=0
split_feature=4 2 123 2 132 41 0 0 4 2 0 0 42 2 0 2
split_gain=14.7617 4.43667 2.96475 0.737647 0.705516 1.15653 0.617291 1.11136 0.637217 0.564519 0.55791 0.543883 0.27735 0.267655 0.147563 0.0854241
threshold=0.30163500000000004 0.13733000000000004 0.081180000000000016 0.12708000000000003 0.082230000000000011 0.07831500000000001 -0.10490499999999998 -0.14803999999999998 0.016695000000000005 0.096930000000000016 -0.085104999999999986 -0.081444999999999976 -0.014374999999999997 0.10045500000000002 -0.23029499999999997 0.086330000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 5 6 7 14 10 15 -8 -4 -10 -2 -1 -6
right_child=3 -3 11 -5 9 -7 8 -9 12 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0014920172108222672 0.00064382332621176232 0.00077917852775969928 0.0012315502364853741 0.00040537884083408657 0.0013856426561009848 0.0020514865595834485 0.0017062997957281083 0.0011344630398961823 0.0011828549676512971 0.001070362251911871 0.0015599127363354725 0.00076037740644413249 0.0014808783383495146 0.00092544055293018268 0.0017399116670395343 0.0015842052115391436
leaf_weight=56 78 91 53 94 52 54 423 99 52 55 910 55 108 72 56 53
leaf_count=56 78 91 53 94 52 54 423 99 52 55 910 55 108 72 56 53
internal_value=0 0.00149275 0.00152478 0.000635353 0.00155477 0.00157398 0.00155883 0.00139038 0.00158261 0.00134348 0.00160639 0.000991927 0.00138424 0.000779234 0.00161628 0.00148621
internal_weight=0 2117 2026 244 1918 1758 1704 211 1493 160 1333 108 160 150 112 105
internal_count=2361 2117 2026 244 1918 1758 1704 211 1493 160 1333 108 160 150 112 105
is_linear=0
shrinkage=0.0032998


Tree=5712
num_leaves=15
num_cat=0
split_feature=1 0 132 41 1 1454 3 1204 130 43 16 4 3 4
split_gain=0.841966 0.299412 0.275105 0.584925 0.363858 0.264162 0.262504 0.158923 0.177246 0.208567 0.1544 0.353925 0.117018 0.097145
threshold=0.12007000000000002 -0.023359999999999995 0.082230000000000011 0.07831500000000001 0.077565000000000009 0.096235000000000015 0.10323000000000002 -0.079429999999999987 -0.050984999999999996 -0.43997499999999995 -0.42618999999999996 0.080165000000000014 -0.082454999999999987 0.022635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 5 12 6 7 -1 -9 -10 -2 -12 -4 -8
right_child=1 -3 4 -5 -6 -7 13 8 9 -11 11 -13 -14 -15
leaf_value=0.0033037845419102039 -0.0049930861675977255 -0.0116796285581555 0.0031716443818581509 0.024672485481866558 -0.0075056083055550869 -0.0022688270140916391 -0.0030500683882184222 0.018652449437014065 -0.00043939836040465504 0.010274766067500753 -0.0033814664859151619 0.014032678369304559 0.013831853940181825 0.0067897479674455469
leaf_weight=99 62 60 62 70 64 57 61 69 53 1463 67 65 56 53
leaf_count=99 62 60 62 70 64 57 61 69 53 1463 67 65 56 53
internal_value=0 -0.00128575 0.00896479 0.00955644 0.00269707 0.00898505 0.00934282 0.00987208 0.0102812 0.00989901 0.00191959 0.00518007 0.00824595 0.00150882
internal_weight=0 254 2107 1925 182 1855 1798 1684 1585 1516 194 132 118 114
internal_count=2361 254 2107 1925 182 1855 1798 1684 1585 1516 194 132 118 114
is_linear=0
shrinkage=0.16829


Tree=5713
num_leaves=10
num_cat=0
split_feature=2 30 393 0 2 2 41 39 39
split_gain=0.496971 0.204036 0.185972 0.202857 0.273234 0.226421 0.143733 0.148062 0.262873
threshold=0.16730000000000003 0.086065000000000016 0.092175000000000021 0.10798500000000001 -0.007134999999999999 0.106285 0.07831500000000001 0.098905000000000007 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -6
right_child=-2 -3 -4 5 6 -7 -8 -9 -10
leaf_value=-0.0025524698192916028 -0.0089711055137212409 -0.0031817029429615611 -0.00088239279632699682 0.021036186042218255 0.0070942407013967869 0.0060259334957493338 0.014613721290435276 -0.00075904671318115528 0.018928481001571566
leaf_weight=80 57 55 78 64 1779 52 77 64 55
leaf_count=80 57 55 78 64 1779 52 77 64 55
internal_value=0 0.00692276 0.00717067 0.00746083 0.0070726 0.0143229 0.00746339 0.00717236 0.00745012
internal_weight=0 2304 2249 2171 2055 116 1975 1898 1834
internal_count=2361 2304 2249 2171 2055 116 1975 1898 1834
is_linear=0
shrinkage=0.16829


Tree=5714
num_leaves=18
num_cat=0
split_feature=4 13 15 41 13 42 2 12 42 3 480 4 484 52 3 12 4
split_gain=0.387012 0.197386 0.16559 0.177454 0.197068 0.288104 0.426533 0.21989 0.286057 0.231986 0.152846 0.129896 0.169696 0.12744 0.185662 0.0929599 0.053149
threshold=0.27161500000000005 -0.16392499999999996 -0.15614499999999998 0.07831500000000001 -0.061199999999999991 1.0000000180025095e-35 0.09086000000000001 -0.010219999999999998 -1.0000000180025095e-35 0.10323000000000002 0.086930000000000021 0.0051600000000000005 -0.042224999999999992 0.048285000000000008 -0.00094999999999999989 0.091955000000000023 0.50230500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 7 -7 8 -6 -9 11 12 -4 14 -2 -13 -16
right_child=13 2 3 -5 5 6 -8 9 -10 -11 -12 15 -14 -15 16 -17 -18
leaf_value=-0.0018811457606190622 0.0029176441609425345 0.014412519262145341 0.0021155723511510141 0.014565062157673376 0.007263812385828251 -0.014182550413230259 0.0052753223063296143 0.0072332572124453442 -0.0099053112928921116 -0.0043967979175421352 0.014257177265704378 -0.0011999589228556555 0.0092636738675965467 0.0055090642846195243 -0.011344041979142306 0.007501666685902162 -0.0037377224172004883
leaf_weight=82 85 73 115 70 53 56 74 700 57 52 92 84 534 69 54 59 52
leaf_count=82 85 73 115 70 53 56 74 700 57 52 92 84 534 69 54 59 52
internal_value=0 0.00619588 0.00652481 0.00622799 0.00591595 0.00428365 -0.00309271 0.00539818 -0.00161658 0.00642666 0.00774564 0.00698698 0.00799983 -0.000680839 -0.00292639 0.00237766 -0.00762959
internal_weight=0 2101 2019 1946 1876 992 130 862 110 752 884 792 649 260 191 143 106
internal_count=2361 2101 2019 1946 1876 992 130 862 110 752 884 792 649 260 191 143 106
is_linear=0
shrinkage=0.16829


Tree=5715
num_leaves=16
num_cat=0
split_feature=0 448 151 157 12 2 402 51 13 2 2 13 49 13 0
split_gain=0.285424 0.284875 0.340755 0.240584 0.183096 0.25014 0.299482 0.179206 0.167084 0.124912 0.111976 0.105275 0.12149 0.0921126 0.077508
threshold=-0.22984499999999997 -0.070064999999999975 -0.085764999999999994 -0.082259999999999986 0.084665000000000004 0.14925000000000002 0.09388500000000001 0.095260000000000011 -0.026084999999999997 0.096685000000000007 0.12454500000000002 -0.13033499999999998 -0.0073549999999999996 -0.084114999999999981 -0.085244999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 8 5 6 7 -5 13 14 11 -6 -13 -4 -3
right_child=1 2 3 4 10 -7 -8 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.013933207779247293 0.01570111669624363 0.0042973339238592603 0.011336513235542521 0.0028822377675654497 0.012717351520881307 0.012316328052956269 -0.011331751644320079 -0.0068278727611664671 0.017513078934974679 -0.0098317360425609155 -0.0013526825138371753 -0.0013588514775455232 0.0054145490120515545 0.0013232896503338873 -0.0045568757805119478
leaf_weight=86 58 55 53 405 52 53 57 62 61 58 76 80 1107 52 57
leaf_count=86 58 55 53 405 52 53 57 62 61 58 76 80 1107 52 57
internal_value=0 0.00404773 0.00374356 0.00434211 0.00380166 0.00129816 0.000180296 0.00158925 0.0104912 -0.00349194 0.00489878 0.0052837 0.00495653 0.00639469 -0.000192785
internal_weight=0 2286 2228 2058 1892 577 524 467 166 170 1315 1239 1187 105 112
internal_count=2372 2286 2228 2058 1892 577 524 467 166 170 1315 1239 1187 105 112
is_linear=0
shrinkage=0.16829


Tree=5716
num_leaves=25
num_cat=0
split_feature=1 52 52 2 2 47 16 2 0 2 4 159 1 1 4 16 0 4 16 43 42 16 2 4
split_gain=19.7115 5.27785 2.4644 1.64937 1.50931 1.31482 0.775132 0.873941 0.741309 0.64329 0.635897 0.433519 0.429979 0.416382 0.408676 0.340779 0.421414 0.271593 0.463761 0.219308 0.206375 0.168898 0.141029 0.0424655
threshold=0.10124500000000002 -0.41304999999999997 0.220975 0.094835000000000017 0.13733000000000004 0.088195000000000009 -0.50327499999999992 -1.0000000180025095e-35 -0.14582499999999995 0.12454500000000002 0.0063250000000000008 0.082585000000000006 0.092415000000000011 0.11282000000000002 -0.0083249999999999973 0.16984500000000002 -0.071719999999999992 -0.0072499999999999995 -1.0000000180025095e-35 -0.069944999999999993 1.0000000180025095e-35 -0.11118499999999999 0.16394500000000004 -0.0038549999999999995
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 4 8 5 6 -3 -8 -1 11 12 17 14 -9 15 16 -10 18 -5 -14 -16 -19 -6 -22
right_child=1 2 -4 9 22 -7 7 13 10 -11 -12 -13 19 -15 20 -17 -18 21 -20 -21 23 -23 -24 -25
leaf_value=0.0017837959561094218 0.0015583460795133332 0.00089855069756556349 0.0013107376298708943 0.0015497211132301366 0.0003336268761400847 0.0010437805339200122 0.00016050930714626819 0.00041484723365809546 0.0015015069387469754 0.00096282482078179489 0.0012306029167132428 0.0015717913516137938 0.0011639863948879449 0.0007925064805940909 0.0018577855856275693 0.0012648213987448023 0.0018070687727926437 0.0013268307804472962 0.0012147377629257682 0.0014629835204315374 0.0016824211504620702 0.0010891532192482505 0.00010307408826304395 0.0015422314067178959
leaf_weight=103 77 55 52 84 65 77 71 60 733 60 96 69 55 69 53 62 54 53 101 56 52 95 53 67
leaf_count=103 77 55 52 84 65 77 71 60 733 60 96 69 55 69 53 62 54 53 101 56 52 95 53 67
internal_value=0 0.000753615 0.00063011 0.00145405 0.000551381 0.000665368 0.000550964 0.000455202 0.00151316 0.00128367 0.00149043 0.00133147 0.00151243 0.000617124 0.00153385 0.00150374 0.00152252 0.00128157 0.00136703 0.00131515 0.00168226 0.00117451 0.000230372 0.00160379
internal_weight=0 579 502 1793 450 332 255 200 1331 462 1228 402 1132 129 1021 849 787 333 185 111 172 148 118 119
internal_count=2372 579 502 1793 450 332 255 200 1331 462 1228 402 1132 129 1021 849 787 333 185 111 172 148 118 119
is_linear=0
shrinkage=0.0032998


Tree=5717
num_leaves=30
num_cat=0
split_feature=1 3 3 3 15 2 49 1 0 40 42 3 3 40 15 159 1 15 133 12 3 12 49 3 3 15 1 15 2
split_gain=13.503 3.83165 1.74264 1.29268 1.02112 0.803792 0.482166 0.70447 0.558536 0.461577 0.395064 0.474968 0.36022 0.292772 0.284942 0.268511 0.215228 0.267455 0.201445 0.401384 0.29895 0.257935 0.210635 0.192424 0.210876 0.134403 0.120652 0.109394 0.0853929
threshold=0.10141500000000002 -0.049204999999999992 0.31534000000000006 0.088465000000000002 -0.088709999999999983 0.092155000000000015 -0.014169999999999999 0.085425000000000015 -0.14454499999999995 -0.061244999999999994 0.08648500000000002 -0.084074999999999997 0.13524500000000003 -0.083039999999999989 0.041820000000000003 0.065430000000000016 0.091145000000000018 0.089705000000000021 0.059605000000000012 0.089175000000000018 -0.07964499999999998 0.090345000000000023 0.10000000000000002 -0.097574999999999981 -0.079379999999999992 0.12011500000000001 0.11239500000000001 -0.073404999999999984 0.09857500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 9 -2 6 7 -1 -8 13 15 -12 -5 -3 18 23 17 -13 19 27 -21 -20 -23 -10 -25 28 -6 -7 -16
right_child=1 2 -4 12 26 14 8 -9 10 -11 11 16 -14 -15 25 -17 -18 -19 21 20 -22 22 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0013508007166722815 0.00075063978272107295 0.00036801890164941535 2.3291341201278336e-05 0.0010496042459480792 0.0013175297081516864 0.0010348831751954464 0.0016589252246407362 0.00087065642801018701 0.0016181983346263242 0.00018854429110172943 0.001023788872511904 0.0012944022064644903 0.00067943630571280821 0.00070282748419527041 0.001281569353385633 0.0012303432855566517 0.001178205150074798 0.001554769429686026 0.0013993230029131767 0.0013946839000662016 0.0010590717178752883 0.0012739747252253897 0.00097330629567201937 0.001375096836467003 0.0015870792014910499 0.0011611147949358734 0.0011172074466601531 0.00081809067868299093 0.0014598946446550336
leaf_weight=82 78 53 68 63 74 52 66 57 52 58 77 140 54 63 80 96 88 65 61 52 69 53 52 422 61 61 66 55 54
leaf_count=82 78 53 68 63 74 52 66 57 52 58 77 140 54 63 80 96 88 65 61 52 69 53 52 422 61 61 66 55 54
internal_value=0 0.000709154 0.000499424 0.000610564 0.00105437 0.0012896 0.00133863 0.00115416 0.00136263 0.000429823 0.00134306 0.00125648 0.000879059 0.000550158 0.00118914 0.00139377 0.0013175 0.00137713 0.00113734 0.00107243 0.00120359 0.00122628 0.00112541 0.00142303 0.00140194 0.00129363 0.00122334 0.000923777 0.00135369
internal_weight=0 577 359 291 218 1795 1206 139 1067 174 1001 370 117 116 589 631 293 205 394 228 121 166 105 535 483 195 140 107 134
internal_count=2372 577 359 291 218 1795 1206 139 1067 174 1001 370 117 116 589 631 293 205 394 228 121 166 105 535 483 195 140 107 134
is_linear=0
shrinkage=0.0032998


Tree=5718
num_leaves=18
num_cat=0
split_feature=1 2 48 151 160 2 13 1446 1213 403 403 42 133 132 1 16 42
split_gain=0.325751 0.32886 0.280675 0.343874 0.25388 0.387713 0.215699 0.208662 0.215289 0.175948 0.208082 0.163828 0.326795 0.147113 0.11794 0.0794226 0.120263
threshold=0.12048000000000002 -0.00097499999999999985 -0.082959999999999992 0.08357500000000001 -0.065924999999999997 0.13673000000000005 -0.088494999999999976 0.087090000000000015 -0.058539999999999995 -0.016149999999999994 -0.083174999999999985 0.086700000000000013 -0.043354999999999998 0.089535000000000017 0.082265000000000019 -0.080894999999999981 0.084465000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -3 -6 11 8 15 10 -10 14 -13 -11 -4 -8 -17
right_child=1 4 3 -5 5 -7 7 -9 9 13 -12 12 -14 -15 -16 16 -18
leaf_value=0.017014304558483483 -0.011470789670148957 -0.0063960229560536342 0.0096512571409883372 -0.006278967533460432 0.01845404834924036 -0.0001005792561727553 0.0089720675554182776 -0.00042149146371091604 0.0054993734480234925 0.008288044112180027 -0.0049296232600965885 0.005241793702455237 -0.0094384639776323893 -0.00070293822063190734 -0.00017967586854797867 0.021338695698046202 0.009956515713813105
leaf_weight=66 57 56 101 64 52 82 90 100 264 985 68 97 77 54 52 55 52
leaf_count=66 57 56 101 64 52 82 90 100 264 985 68 97 77 54 52 55 52
internal_value=0 -0.000252817 0.00619722 0.00584962 0.00310312 0.00708632 0.0062396 0.00701492 0.00749033 0.00674004 0.0033579 0.0022793 -0.00124432 0.00781903 0.00629828 0.0127028 0.015824
internal_weight=0 247 2125 2059 190 134 1995 1668 1568 1371 332 327 174 1039 153 197 107
internal_count=2372 247 2125 2059 190 134 1995 1668 1568 1371 332 327 174 1039 153 197 107
is_linear=0
shrinkage=0.16829


Tree=5719
num_leaves=17
num_cat=0
split_feature=15 40 13 49 48 157 47 49 14 16 13 16 129 48 51 42
split_gain=9.8102 4.06281 3.11628 0.818899 0.709215 0.607319 0.600118 0.475792 0.432306 0.783242 0.344926 0.331109 0.399836 0.218928 0.179452 0.102851
threshold=-0.37478999999999996 -0.026419999999999996 -0.16392499999999996 -0.036809999999999996 0.092805000000000012 -1.0000000180025095e-35 0.11635500000000001 0.10470500000000001 -0.45687499999999998 -0.44010499999999991 -0.061199999999999991 -0.072054999999999994 0.048480000000000009 0.085510000000000017 -0.08569499999999998 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 -3 5 10 -4 7 11 -1 -10 -2 15 -13 -7 -9 -5
right_child=1 2 3 6 -6 13 -8 14 9 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00067896890067798863 0.00070260468182660474 0.00066711944977369646 0.0014332264443233909 0.0014537686449480555 0.00045084512612415123 0.00090130048195017427 0.0010536402837566239 0.0012984200975033227 0.0005577008009232502 1.548234414222171e-05 0.0010523660752575423 0.0013477215323378108 0.0010527487764095695 0.0011546202931662928 0.0010603549471823153 0.0013662694854280654
leaf_weight=53 53 83 52 500 52 83 75 69 66 52 76 723 55 71 75 234
leaf_count=53 53 83 52 500 52 83 75 69 66 52 76 723 55 71 75 234
internal_value=0 0.00125163 0.0012941 0.00132094 0.000777526 0.00112322 0.00134445 0.0013576 0.000430814 0.000319056 0.000908939 0.001375 0.00132691 0.00101832 0.00117467 0.00142592
internal_weight=0 2201 2020 1937 181 206 1731 1656 171 118 129 1512 778 154 144 734
internal_count=2372 2201 2020 1937 181 206 1731 1656 171 118 129 1512 778 154 144 734
is_linear=0
shrinkage=0.0032998


Tree=5720
num_leaves=21
num_cat=0
split_feature=1 457 4 1 4 1 16 159 51 48 16 43 1212 1209 4 4 4 4 52 16
split_gain=0.397363 0.435029 0.329286 0.332399 0.269414 0.244511 0.447855 0.169175 0.148144 0.121185 0.123328 0.116847 0.116838 0.140932 0.116195 0.107579 0.164767 0.0841046 0.0586917 0.00427139
threshold=0.10141500000000002 0.079590000000000008 -0.15618499999999999 0.081540000000000015 -0.060264999999999992 0.12337000000000002 -0.116045 0.11444000000000001 0.088940000000000005 0.092680000000000026 -0.0024749999999999993 -0.073574999999999988 -0.14780999999999997 -1.0000000180025095e-35 0.5105900000000001 0.049545000000000006 -0.0062699999999999987 0.17982000000000001 0.31316500000000008 -0.085059999999999983
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 4 3 -1 -2 9 14 8 12 10 11 -6 -4 -14 -7 16 -15 -17 19 -10
right_child=1 -3 7 -5 5 6 -8 -9 18 -11 -12 -13 13 15 -16 17 -18 -19 -20 -21
leaf_value=-0.0076402311944851961 0.012026405845884814 -0.010445899646275975 0.0015668130895030237 0.0089624270335357734 0.0056965309395555826 -0.0012594499458832024 -0.012546526644071569 -0.0016445421421701853 -0.00024623350175448144 -0.001382615074829603 0.0019949565304031806 0.016836333064838532 0.016517774990200129 0.0081631212834592098 0.0096547094293670012 0.0021636865072594737 0.013580801929961124 0.0094644181620988053 0.007517752187837669 0.0018750723902337997
leaf_weight=83 89 71 65 58 55 55 77 53 53 55 68 53 66 855 55 123 197 71 57 52
leaf_count=83 89 71 65 58 55 55 77 53 53 55 68 53 66 855 55 123 197 71 57 52
internal_value=0 0.00188511 0.00698527 -0.000798027 0.00361549 0.00182035 -0.00269702 0.00767575 0.00799789 0.00548504 0.00764139 0.0111799 0.00856499 0.00891033 0.0041813 0.00850593 0.00917936 0.00484486 0.00316645 0.000787208
internal_weight=0 578 1733 141 507 418 187 1592 1539 231 176 108 1377 1312 110 1246 1052 194 162 105
internal_count=2311 578 1733 141 507 418 187 1592 1539 231 176 108 1377 1312 110 1246 1052 194 162 105
is_linear=0
shrinkage=0.16829


Tree=5721
num_leaves=19
num_cat=0
split_feature=2 484 2 49 484 12 43 40 52 4 15 484 13 402 52 12 51 2
split_gain=0.669032 0.320759 0.307701 0.291223 0.305841 0.298828 0.219129 0.203177 0.202381 0.177287 0.151508 0.170131 0.119719 0.207237 0.180721 0.0923628 0.1364 0.086982
threshold=0.10124000000000001 0.099320000000000006 -0.13811499999999996 -0.078459999999999988 -0.069439999999999988 -1.0000000180025095e-35 0.0039500000000000013 -0.03549999999999999 0.0029250000000000005 -0.15618499999999999 -0.21242999999999998 0.087020000000000014 -0.084484999999999991 0.10913500000000002 0.092650000000000024 0.10055500000000002 -0.04652499999999999 0.089540000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 7 8 -6 15 17 -11 12 14 -14 -12 16 -7 -4
right_child=3 -3 9 4 5 6 -8 -9 -10 10 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.018794541266025266 -0.011174764123815182 -0.0033108772856184805 -0.0048611612249795993 -0.010805029313559433 0.001787887047409695 -0.0041902827848834551 -0.003763535969568015 -0.011570570241751732 0.013350469407176432 -0.00052490735523732417 0.0063790616349359928 0.016944788968347922 0.0075230515574240429 0.018393216804152214 -0.0028507344620613156 0.0098650805820489785 0.0056370379679727984 0.0047356373150243027
leaf_weight=61 59 89 53 54 68 63 69 61 92 70 314 52 859 53 74 57 109 54
leaf_count=61 59 89 53 54 68 63 69 61 92 70 314 52 859 53 74 57 109 54
internal_value=0 0.00650701 0.0070577 8.02433e-05 0.00124227 0.00249921 0.00482389 -0.00451498 0.00667539 0.00658828 0.00708537 0.00748072 0.00710078 0.00815673 0.00461411 0.00398585 0.00202705 -1.12659e-06
internal_weight=0 1679 1590 632 573 519 390 129 321 1529 1422 1352 1300 912 388 229 172 107
internal_count=2311 1679 1590 632 573 519 390 129 321 1529 1422 1352 1300 912 388 229 172 107
is_linear=0
shrinkage=0.16829


Tree=5722
num_leaves=33
num_cat=0
split_feature=1 3 2 2 2 1 2 39 4 15 12 133 51 12 160 3 2 48 151 15 2 2 12 133 15 1 160 15 4 1 42 12
split_gain=23.8367 7.38042 2.05761 1.93248 1.42541 0.907058 0.580021 0.571195 0.512676 0.399615 0.402652 0.388852 0.405084 0.326581 0.315984 0.286719 0.282702 0.356637 0.277093 0.268057 0.268581 0.258971 0.223622 0.239099 0.18724 0.167211 0.146884 0.0751509 0.0707039 0.0637554 0.129928 0.0643354
threshold=0.10141500000000002 -0.049204999999999992 0.11793500000000001 0.091955000000000023 0.14983000000000005 0.092415000000000011 0.12330500000000001 0.088895000000000016 -0.039459999999999995 0.041820000000000003 0.093670000000000017 0.086405000000000023 -0.020999999999999994 0.092755000000000018 0.014995000000000003 0.30112000000000005 0.08647500000000001 0.086260000000000017 -0.065174999999999983 -0.082674999999999985 0.090675000000000019 0.087610000000000007 0.086700000000000013 -0.00078499999999999989 0.090930000000000011 0.083065000000000014 -1.0000000180025095e-35 -0.079109999999999986 -0.085629999999999984 0.090275000000000008 0.085495000000000015 0.088930000000000023
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 8 5 7 16 9 15 -2 11 -11 12 -5 -13 27 18 22 19 -3 -18 21 -21 23 28 -7 26 -25 -14 -1 30 31 -24
right_child=1 4 -4 6 -6 24 -8 -9 -10 10 -12 13 14 -15 -16 -17 17 -19 -20 20 -22 -23 29 25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0013789886995435553 0.0015181329788333385 0.00039775552983894601 0.00052069059977088127 0.0013429557378266284 -0.00013330533298884633 0.0010226901998093461 0.00089617736432715737 0.00020606309463135051 0.0011285921495778198 0.0016243757765538717 0.0012635482119141928 0.0014971435850030187 0.00099844243270960989 0.0011704936954170879 0.0012163147191035252 0.0003124445769158398 0.0016669825888188847 0.0011958055226987284 0.00070240303737476636 0.001531658531044518 0.0016372678635960265 0.0013062171087536423 0.0014187440697674871 0.0016232337759334618 0.0012927690006957545 0.0015064005129808578 0.0018460859057335241 0.00081510422865929179 0.0015375917002975823 0.0015575994255038511 0.001304496859449522 0.001580688720422133
leaf_weight=53 59 52 53 57 64 52 57 101 102 54 95 66 53 71 57 57 58 69 90 83 53 186 73 77 66 58 63 52 101 55 71 53
leaf_count=53 59 52 53 57 64 52 57 101 102 54 95 66 53 71 57 57 58 69 90 83 53 186 73 77 66 58 63 52 101 55 71 53
internal_value=0 0.000599392 0.00108576 0.00137335 0.000313352 0.00144984 0.00121391 0.000408757 0.00127156 0.0012497 0.00139455 0.00118897 0.00110177 0.00132812 0.00101669 0.000511454 0.00148071 0.00141692 0.00059109 0.00145697 0.00141904 0.00137591 0.00152808 0.00158292 0.00117405 0.00166027 0.00172377 0.000907982 0.00148324 0.00145134 0.0014215 0.00148714
internal_weight=0 578 214 1733 364 1171 562 300 161 505 149 356 219 137 162 199 1053 449 142 380 322 269 604 352 118 198 140 105 154 252 197 126
internal_count=2311 578 214 1733 364 1171 562 300 161 505 149 356 219 137 162 199 1053 449 142 380 322 269 604 352 118 198 140 105 154 252 197 126
is_linear=0
shrinkage=0.0032998


Tree=5723
num_leaves=32
num_cat=0
split_feature=1 3 2 2 2 12 1 3 3 3 3 2 3 1213 1 0 133 3 12 133 2 3 2 0 12 50 133 0 3 50 12
split_gain=23.978 4.45549 2.78811 1.66765 1.56674 1.3209 1.21304 0.783092 0.731896 0.836485 0.669316 0.540108 0.455231 0.430435 0.399613 0.315053 0.446375 0.271077 0.200175 0.194131 0.173093 0.171867 0.202285 0.151459 0.130678 0.141196 0.115584 0.1856 0.0845883 0.0802201 0.0707994
threshold=0.10752500000000002 -0.049204999999999992 0.10124000000000001 0.14983000000000005 0.11556500000000001 0.087495000000000003 0.092415000000000011 -0.022604999999999997 0.30112000000000005 0.077930000000000013 -0.063814999999999997 0.08647500000000001 0.0012800000000000001 0.067955000000000002 0.12719000000000003 -0.079379999999999992 0.047025000000000004 -0.082304999999999975 0.094545000000000018 0.087605000000000002 0.088300000000000003 -0.085684999999999997 0.084095000000000017 -0.064304999999999987 0.086700000000000013 0.086295000000000011 -0.0082649999999999998 -0.090569999999999984 -0.090624999999999997 0.092705000000000023 0.08597500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 8 -2 12 11 29 9 14 18 21 -4 15 -3 17 -17 19 -7 -13 -19 22 28 -20 26 -26 -23 -28 -1 -8 -24
right_child=1 3 5 -5 -6 10 7 -9 -10 -11 -12 13 -14 -15 -16 16 -18 20 23 -21 -22 24 30 -25 25 -27 27 -29 -30 -31 -32
leaf_value=0.0014844300243799069 0.0011292025790038864 0.00039528265572941689 0.00050731699824282776 -0.00032830990163023406 0.00041239146677913256 0.0013600873199620866 0.0011103994967658713 0.00071525990294127502 -3.6248506227066406e-05 0.0006740846749403621 0.00077789260092156628 0.001429373242472505 0.00091379904399471149 0.0015236825196603093 -2.1018311656433743e-06 0.00094105066759123948 0.001279978419224145 0.0010280480893616393 0.0009946941397163127 0.0012309730907672709 0.00124762875197588 0.0013892533690523482 0.0011342697276350534 0.0012285044219192229 0.0012646375264287707 0.001477688088562824 0.0014274723407817411 0.0016936649964595589 0.0013240883596101561 0.0012831929432262684 0.0013066199459475208
leaf_weight=87 87 57 69 64 54 60 81 57 62 66 53 155 54 63 53 85 87 53 57 88 178 63 54 71 72 72 56 65 73 53 62
leaf_count=87 87 57 69 64 54 60 81 57 62 66 53 155 54 63 53 85 87 53 57 88 178 63 54 71 72 72 56 65 73 53 62
internal_value=0 0.000370564 0.00122458 0.000144303 0.000854929 0.000965058 0.00128737 0.0010408 0.000271541 0.000380167 0.00110731 0.00132321 0.000686059 0.00126092 0.000203495 0.00123524 0.00111269 0.00127964 0.00119998 0.00135767 0.0011974 0.00139626 0.00133395 0.00112466 0.00144859 0.00137141 0.0015088 0.00157076 0.00141149 0.00117901 0.00122669
internal_weight=0 443 1868 302 141 364 1504 191 238 176 241 1313 123 709 110 646 172 474 188 243 231 604 276 128 328 144 184 121 160 134 116
internal_count=2311 443 1868 302 141 364 1504 191 238 176 241 1313 123 709 110 646 172 474 188 243 231 604 276 128 328 144 184 121 160 134 116
is_linear=0
shrinkage=0.0032998


Tree=5724
num_leaves=28
num_cat=0
split_feature=4 3 3 3 150 3 52 42 0 11 0 12 4 3 4 12 403 52 0 0 0 0 42 1213 1456 4 0
split_gain=20.986 6.5723 3.42372 1.72889 1.70995 1.02354 0.886369 0.855414 0.808647 1.08663 0.707066 0.612977 0.50751 0.425788 0.370481 0.362975 0.31254 0.265546 0.28402 0.201411 0.180958 0.177158 0.153669 0.14372 0.139263 0.11826 0.0589996
threshold=0.30163500000000004 -0.065259999999999999 0.25468500000000005 0.31400500000000003 1.0000000180025095e-35 -0.0035149999999999995 -0.032354999999999988 0.086700000000000013 -0.079249999999999987 1.0000000180025095e-35 -0.10891999999999999 0.086275000000000004 -0.057539999999999994 -0.0063999999999999986 -0.051459999999999992 0.090045000000000014 -0.088654999999999984 -0.53937999999999986 -0.065064999999999998 -0.078964999999999994 -0.099329999999999988 -0.082134999999999986 -0.013204999999999998 -1.0000000180025095e-35 -0.080829999999999985 -0.016759999999999994 -0.087284999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 7 5 6 -3 20 9 10 -1 -10 -7 -6 21 24 -13 -18 25 -8 -2 22 -12 -23 -16 -19 -17
right_child=3 2 -4 -5 13 12 19 -9 11 -11 14 16 -14 -15 15 26 17 18 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.0014820159911667083 0.0011590842113971345 0.0010519661554983179 0.00056645277426498953 0.00015982815997565611 0.00089917938514473843 0.0019578661197153925 0.0017139869491108589 0.00059331728250883978 0.0013617374992225583 0.0022853710078219037 0.0020719235069514468 0.0019017179099822081 0.0015913901474425174 0.0013018618197405815 0.0016832468882490373 0.0015621743222814816 0.0018617989084631905 0.0017575054161629137 0.001458333034467546 0.001430416175914301 0.00089354468786254234 0.0016832777372996861 0.0019113781277055905 0.0019093883555972772 0.0018778642199526754 0.0015746251397108098 0.0017110348592492542
leaf_weight=61 56 55 52 52 54 79 54 91 55 61 102 98 90 63 52 66 77 141 73 61 60 57 226 79 265 60 71
leaf_count=61 56 55 52 52 54 79 54 91 55 61 102 98 90 63 52 66 77 141 73 61 60 57 226 79 265 60 71
internal_value=0 0.00169563 0.00136976 0.000698572 0.00146129 0.00158025 0.00139847 0.000833738 0.00180282 0.00185574 0.00182894 0.00169354 0.00176291 0.00111631 0.00185195 0.00178382 0.0017341 0.0016872 0.00163801 0.00156388 0.00102204 0.00191854 0.00196141 0.00181488 0.00184605 0.00170309 0.00163958
internal_weight=0 2052 508 259 456 339 170 207 1544 1040 979 504 169 117 918 454 449 351 274 115 116 464 328 136 317 201 137
internal_count=2311 2052 508 259 456 339 170 207 1544 1040 979 504 169 117 918 454 449 351 274 115 116 464 328 136 317 201 137
is_linear=0
shrinkage=0.0032998


Tree=5725
num_leaves=19
num_cat=0
split_feature=4 10 3 3 157 48 151 1209 48 3 16 51 1212 1204 3 16 4 16
split_gain=0.465327 0.232524 0.179347 0.291185 0.198196 0.173785 0.201212 0.145289 0.12882 0.200779 0.250674 0.21197 0.125495 0.14713 0.124722 0.052285 0.0519191 0.0322143
threshold=0.04105000000000001 -1.0000000180025095e-35 -0.14162499999999997 -0.24154499999999998 -0.10151999999999999 0.10911000000000001 0.057610000000000008 -0.079679999999999987 0.10078500000000001 0.11372500000000001 -0.44010499999999991 -0.40771999999999992 -0.040879999999999993 -0.082759999999999986 -0.080804999999999974 -0.50884499999999988 -0.078524999999999998 -0.13644999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 7 -6 9 10 15 -12 16 -14 -13 -3 -9 -16
right_child=1 8 4 -5 5 -7 -8 12 -10 -11 11 14 13 -15 17 -17 -18 -19
leaf_value=0.0040769147469881042 -0.0076197923141485867 0.0063355947825025323 -0.0018962161659290962 0.019666042225002678 -0.000732776180861241 0.017253501936609732 -0.0022791685843738547 0.017749279994846507 -0.0034859113866353209 0.012706894309223988 0.0081944334884090451 0.0035610368696563765 0.015554416239062918 0.0074330427489465176 -0.0027297907505858688 0.013337728926957809 0.0101020255418089 -0.0081453542507414125
leaf_weight=55 57 76 60 90 52 55 56 52 62 74 67 59 67 1255 57 52 52 72
leaf_count=55 57 76 60 90 52 55 56 52 62 74 67 59 67 1255 57 52 52 72
internal_value=0 0.00257289 0.00807574 0.0137653 0.00757435 0.00793309 0.00759775 0.00797319 0.00369578 0.00467404 0.00311731 5.98747e-05 0.00829192 0.007846 -0.00282959 0.00919425 0.0139429 -0.00576636
internal_weight=0 576 1794 145 1649 1589 1534 1478 519 457 383 255 1426 1322 188 128 104 129
internal_count=2370 576 1794 145 1649 1589 1534 1478 519 457 383 255 1426 1322 188 128 104 129
is_linear=0
shrinkage=0.16829


Tree=5726
num_leaves=20
num_cat=0
split_feature=1 16 1 150 49 14 49 3 4 3 3 16 39 3 12 4 3 16 15
split_gain=15.1714 3.07938 1.18914 1.60967 1.02697 1.02245 0.97931 0.825488 0.698026 0.633194 0.568982 0.522075 0.391334 0.384544 0.441867 0.299146 0.495377 0.152875 0.122369
threshold=0.10752500000000002 -0.088144999999999987 0.096300000000000011 0.083205000000000015 -0.011779999999999997 0.078400000000000011 0.11580500000000001 0.31400500000000003 0.043850000000000007 -0.023394999999999996 0.091170000000000015 -0.13644999999999999 0.088655000000000012 -0.046989999999999997 0.082780000000000006 -0.21586499999999997 -0.072024999999999992 -0.50790499999999994 -0.087044999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 15 -3 6 8 12 10 -6 13 18 17 14 -1 -4 -17 -2 -10
right_child=1 4 3 -5 9 -7 -8 -9 11 -11 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0012040520094263739 0.00058706967490214249 0.00068537187793658394 0.0015708314219565723 0.00069923530036228917 0.0013793563448769445 0.0018959833667901952 0.001109447540170752 0.0001147541869344464 0.0015142620494470582 0.000960317372617318 0.0011542751674611332 0.001030948194646462 0.00037648685644292389 0.0017175130854235805 0.0015072539712302662 0.0014753353799618644 0.0010299322328661471 0.0008426777871804351 0.0012887078873854117
leaf_weight=56 53 67 54 52 81 59 87 52 60 78 52 63 59 92 1189 59 52 52 53
leaf_count=56 53 67 54 52 81 59 87 52 60 78 52 63 59 92 1189 59 52 52 53
internal_value=0 0.000759905 0.00143791 0.00120688 0.00102931 0.00146719 0.00145185 0.000477868 0.00147087 0.00117401 0.00149582 0.00127374 0.000592787 0.00150908 0.00149364 0.00136665 0.001267 0.000713992 0.00140878
internal_weight=0 442 1928 217 226 1711 1652 216 1565 159 1389 176 164 1337 1245 165 111 105 113
internal_count=2370 442 1928 217 226 1711 1652 216 1565 159 1389 176 164 1337 1245 165 111 105 113
is_linear=0
shrinkage=0.0032998


Tree=5727
num_leaves=30
num_cat=0
split_feature=4 3 3 123 4 4 0 3 0 0 13 0 3 3 0 4 3 51 52 160 52 1446 484 13 13 0 402 13 160
split_gain=46.5615 13.4543 4.84452 3.3855 2.25758 1.44672 1.28879 1.09905 1.41289 1.09835 0.931029 0.578068 0.506531 0.457616 0.384204 0.768218 0.69306 0.35878 0.358392 0.315748 0.196515 0.183499 0.15833 0.149293 0.164321 0.110244 0.098975 0.0868008 0.0674317
threshold=0.30163500000000004 -0.058704999999999993 0.30112000000000005 0.081180000000000016 -0.37626499999999991 0.053010000000000009 -0.068669999999999995 0.092330000000000009 -0.078269999999999992 -0.085669999999999982 -0.0074049999999999993 -0.15135999999999997 0.0037100000000000002 -0.116045 -0.076539999999999983 -0.42305999999999994 -0.10175499999999998 -0.031729999999999994 0.0043000000000000009 -0.077319999999999986 -0.046924999999999988 0.084285000000000013 -0.084699999999999984 -0.017484999999999997 -0.076289999999999983 -0.092319999999999985 0.073745000000000019 0.0032950000000000006 -0.43697499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 9 -5 8 11 13 12 -6 -2 -1 19 -16 -17 -7 -19 28 -18 22 -15 24 -21 -12 -24 -25 -11
right_child=10 2 -4 6 7 17 -8 -9 -10 14 25 -13 -14 21 15 16 20 18 -20 23 -22 -23 26 27 -26 -27 -28 -29 -30
leaf_value=0.0023628358855748255 0.00028281124796119661 0.0021421526089688671 0.00037246330385921726 0.0012446735566984674 0.0020401798661298588 0.0014339409213937799 0.00055510624743823969 0.0010799367361464419 0.0011431952094830672 0.0017178536822232179 0.00061625121015719878 0.001593134222267851 -0.00010930140777248097 0.0021946096294159271 0.0021037165362836306 0.0014049611575310333 0.0016481523567520246 0.0015819882846582016 0.0019527401542554768 0.001988755895593765 0.0018702156259494207 0.0022390284411044786 0.0020250813219605522 0.0021151871677281332 0.0017792264782617395 0.0003992252299518461 0.001869196196989381 0.0019674497759784287 0.00187673852115961
leaf_weight=60 77 66 54 69 52 60 52 64 57 58 53 84 67 55 79 57 62 64 54 163 178 53 262 133 60 52 62 80 83
leaf_count=60 77 66 54 69 52 60 52 64 57 58 53 84 67 55 79 57 62 64 54 163 178 53 262 133 60 52 62 80 83
internal_value=0 0.00178126 0.00130659 0.00142012 0.00159664 0.00192689 0.000948622 0.00145641 0.00158106 0.00196159 0.000272729 0.00176432 0.000100125 0.00208891 0.00189582 0.00181241 0.00173481 0.00164496 0.00175195 0.00195012 0.001813 0.00205079 0.00202437 0.00199482 0.00193254 0.000509107 0.00199536 0.00205986 0.00181163
internal_weight=0 2121 498 444 323 1623 121 257 193 1445 249 136 144 492 953 376 297 178 118 577 240 432 379 436 223 105 324 213 141
internal_count=2370 2121 498 444 323 1623 121 257 193 1445 249 136 144 492 953 376 297 178 118 577 240 432 379 436 223 105 324 213 141
is_linear=0
shrinkage=0.0032998


Tree=5728
num_leaves=24
num_cat=0
split_feature=1 52 1 52 13 1 12 16 2 16 52 2 12 1455 402 131 52 52 133 16 13 1 52
split_gain=15.6733 3.59308 1.79463 1.13061 1.06016 0.675528 0.849849 0.64833 0.562057 0.486814 0.41972 0.411769 0.292284 0.278377 0.272362 0.218435 0.212444 0.202468 0.2191 0.20184 0.0872348 0.336658 0.0688673
threshold=0.10141500000000002 -0.42113499999999993 0.12475000000000001 0.12431000000000002 -0.10899499999999999 0.088415000000000007 0.08401500000000002 0.26799500000000004 1.0000000180025095e-35 -0.085314999999999988 -0.15086999999999998 0.092235000000000025 0.091545000000000015 0.080040000000000014 -0.094749999999999987 0.077860000000000013 0.088100000000000012 0.016565000000000003 -0.020484999999999996 -0.41863499999999992 -0.048554999999999994 0.092485000000000026 -0.42890999999999996
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 8 -4 7 11 10 -3 -6 -1 -7 13 15 -14 16 -12 -16 -19 -10 21 -8 -9
right_child=1 2 4 -5 9 6 20 22 19 -11 12 -13 14 -15 17 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0015993271408669936 0.0014363242430130076 0.00089443695539133037 6.7178936455824587e-05 0.0012112848702753017 0.00035240970520772054 0.0011553452484169701 0.0011159415840297955 0.0012075598561807892 0.00070771124109522698 0.00076418963460923232 0.0013579561477104383 0.0007466705574524483 0.0014754545632564167 0.0011892778741193445 0.0011124008626590041 0.0015671174402266152 0.0014877082734123645 0.0014832021822477818 0.001225507402458892 0.00046985583414917804 0.0013912785604042331 0.0014204399481318325 0.0010391656032347006
leaf_weight=90 64 85 79 52 64 55 88 57 65 62 532 54 65 68 99 92 196 53 126 101 88 75 60
leaf_count=90 64 85 79 52 64 55 88 57 65 62 532 54 65 68 99 92 196 53 126 101 88 75 60
internal_value=0 0.000699096 0.000606148 0.000767579 0.000367374 0.00132637 0.0011977 0.00135855 0.000675515 0.000555311 0.00137952 0.000953206 0.00136342 0.00139547 0.00128035 0.00141252 0.00139294 0.00123461 0.001302 0.000563204 0.00130374 0.00125626 0.0011215
internal_weight=0 572 508 303 205 1798 360 1438 251 126 1321 109 1231 888 343 820 728 278 179 166 251 163 117
internal_count=2370 572 508 303 205 1798 360 1438 251 126 1321 109 1231 888 343 820 728 278 179 166 251 163 117
is_linear=0
shrinkage=0.0032998


Tree=5729
num_leaves=23
num_cat=0
split_feature=1 52 52 1 13 150 12 11 457 160 1 160 12 39 12 160 15 13 1455 52 1 160
split_gain=17.1858 3.50723 1.80999 1.21756 0.738384 0.718286 0.707231 0.966796 0.631679 0.525143 0.420258 0.420488 0.369542 0.327518 0.306741 0.314237 0.250308 0.315491 0.239965 0.22097 0.211639 0.0962866
threshold=0.10141500000000002 -0.41304999999999997 0.12492500000000002 0.12450500000000002 -0.10899499999999999 0.091105000000000005 0.11769500000000001 1.0000000180025095e-35 0.079590000000000008 -0.078624999999999987 0.087840000000000015 -0.079594999999999985 0.023990000000000004 0.094675000000000009 0.091545000000000015 -0.39444999999999991 -0.048699999999999993 -0.048554999999999994 0.083760000000000015 -0.088629999999999987 0.11189500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 8 -5 6 7 10 12 -7 14 -12 20 -6 15 -1 -13 -18 -17 -16 -3 -21
right_child=1 2 -4 4 13 9 -8 -9 -10 -11 11 16 -14 -15 19 18 17 -19 -20 21 -22 -23
leaf_value=0.001740120270406144 0.0015127651208732549 0.00061520697210052776 0.0011807824185273157 0.00014353707651787838 0.0007603970340059903 0.0014188380241154069 0.0011133156349120072 0.0018257182508425846 0.00045311429089291117 0.00095942617586849239 0.0011098789839035653 0.0012494279833789406 0.0010597528048720843 0.00039482152093372758 0.0012386218065125645 0.0015228462962954404 0.0013389872261958962 0.0016172467415348749 0.0012863181428698584 0.0015483366891757514 0.00087986561711313649 0.0014098538036104375
leaf_weight=71 66 64 74 69 55 56 59 86 55 54 62 73 65 53 69 744 89 94 52 85 71 204
leaf_count=71 66 64 74 69 55 56 59 86 55 54 62 73 65 53 69 744 89 94 52 85 71 204
internal_value=0 0.000796858 0.000703409 0.000621555 0.000410858 0.0014537 0.00147063 0.00148354 0.000767665 0.00119363 0.00146445 0.00135634 0.000853991 0.00058132 0.00149249 0.00152653 0.0014159 0.00148211 0.00150744 0.00140993 0.000754659 0.00145071
internal_weight=0 572 506 432 177 1798 1688 1629 255 110 1543 318 200 108 1225 867 256 183 796 358 135 289
internal_count=2370 572 506 432 177 1798 1688 1629 255 110 1543 318 200 108 1225 867 256 183 796 358 135 289
is_linear=0
shrinkage=0.0032998


Tree=5730
num_leaves=16
num_cat=0
split_feature=1 1 41 394 3 15 13 1455 132 3 42 3 3 1 13
split_gain=0.993125 0.291411 0.217576 0.208292 0.210967 0.201318 0.169446 0.176459 0.155815 0.187939 0.136875 0.133307 0.104137 0.0808146 0.0778159
threshold=0.11695500000000002 0.14846500000000004 0.083975000000000008 -0.08151499999999999 -0.087539999999999993 0.11568500000000001 0.24813000000000004 -0.082599999999999993 0.0038750000000000004 -1.0000000180025095e-35 0.092860000000000012 -0.0098449999999999979 0.13524500000000003 0.12864500000000004 -0.0097099999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 -1 6 7 -5 9 -9 -7 13 -13 -2 -10
right_child=1 -3 -4 5 -6 10 -8 8 14 -11 -12 12 -14 -15 -16
leaf_value=-0.0027257434475043232 0.0034175611807449151 -0.01037693704550015 0.0010016464041086785 0.021516964216410219 0.011494257721824752 3.5328679013576646e-05 0.021555800987953642 0.010428692188132986 0.019869010722981566 0.015858180162478034 0.010902793770957599 -0.0063075513989006319 0.0035164223477737303 0.012309885426814276 0.012434625882959936
leaf_weight=57 67 54 58 55 61 65 56 1247 95 213 67 52 74 52 72
leaf_count=57 67 54 58 55 61 65 56 1247 95 213 67 52 74 52 72
internal_value=0 0.000805882 0.0111959 0.0114924 0.00461005 0.0119257 0.0124078 0.0121022 0.0117828 0.011222 0.005565 0.003278 -0.000523658 0.00731838 0.0166745
internal_weight=0 299 2046 1988 118 1870 1738 1682 1627 1460 132 245 126 119 167
internal_count=2345 299 2046 1988 118 1870 1738 1682 1627 1460 132 245 126 119 167
is_linear=0
shrinkage=0.16829


Tree=5731
num_leaves=18
num_cat=0
split_feature=2 12 2 2 14 13 15 2 12 15 0 12 484 43 1212 157 43
split_gain=13.384 6.46781 1.75932 1.71839 1.66326 1.53165 1.27252 0.961032 0.810197 0.666862 0.736905 0.456934 0.406829 0.399961 0.202592 0.218652 0.0628654
threshold=0.12454500000000002 -0.011819999999999999 0.16394500000000004 -1.0000000180025095e-35 0.062655000000000016 -0.16392499999999996 -0.086599999999999996 0.097070000000000004 0.077755000000000005 -1.0000000180025095e-35 -0.23046999999999998 0.090345000000000023 0.010565000000000001 -0.16802999999999998 0.086310000000000012 -0.081579999999999986 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 5 -3 -2 -5 9 10 -7 14 13 -13 15 -10 -16
right_child=2 4 -4 7 -6 8 -8 -9 11 -11 -12 12 -14 -15 16 -17 -18
leaf_value=0.00043581381789121234 0.0003457970979183399 0.00082365909128562719 -1.530626718062823e-05 0.0013474754909330476 0.0018541603777033474 0.0012723403422391917 0.00090559702099252668 0.00076734436228509438 0.0015434784775524846 0.0013940396756063754 0.00075501230013397746 0.001596150689012518 0.0010455819590597722 0.0013241849018293095 0.0016340441619064172 0.0013926870306993802 0.00147844222992944
leaf_weight=95 84 59 59 56 74 60 94 71 135 86 61 67 52 590 74 569 59
leaf_count=95 84 59 59 56 74 60 94 71 135 86 61 67 52 590 74 569 59
internal_value=0 0.00130525 0.000477933 0.00077213 0.00136798 0.00134811 0.00064162 0.00102343 0.00136574 0.00117079 0.00101183 0.00139182 0.00132955 0.00135197 0.00144452 0.00142165 0.00156528
internal_weight=0 2108 237 222 1886 1812 178 127 1753 207 121 1546 709 657 837 704 133
internal_count=2345 2108 237 222 1886 1812 178 127 1753 207 121 1546 709 657 837 704 133
is_linear=0
shrinkage=0.0032998


Tree=5732
num_leaves=20
num_cat=0
split_feature=2 1 12 4 2 3 4 3 0 483 12 2 131 2 0 1 4 2 131
split_gain=0.888096 0.394695 0.30803 0.288266 0.243127 0.386284 0.217161 0.203502 0.187453 0.178683 0.154518 0.15379 0.161877 0.144644 0.14155 0.116767 0.0512075 0.0994172 0.0480725
threshold=0.13733000000000004 0.096300000000000011 0.082295000000000021 -0.021399999999999995 1.0000000180025095e-35 0.077930000000000013 -0.15618499999999999 -0.016479999999999998 -0.040094999999999992 0.094820000000000002 0.092495000000000008 0.11500500000000001 0.10954500000000002 0.10045500000000002 -0.076639999999999986 0.089275000000000007 0.005935000000000001 0.08673500000000002 0.079610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 10 7 -6 -4 18 14 11 -3 12 13 -8 -2 16 17 -1 -5
right_child=8 3 6 4 5 -7 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.010988726097438202 -0.0048256115857016361 0.017239051734012467 0.00015250198349647034 0.015842882812227 -0.0082672109374588888 0.0073193936710235176 0.0098810652636878767 0.0011975074594114804 -0.010536913163144307 0.0190728424343817 0.0068208039178809894 0.019242766373960812 0.01700974267537796 0.00278292038651829 0.0074095093563939785 0.023550468524298086 0.010756266273671143 0.020334380430231131 0.0086218294054075505
leaf_weight=55 53 79 58 56 97 84 1038 81 58 69 84 52 84 89 54 55 65 82 52
leaf_count=55 53 79 58 56 97 84 1038 81 58 69 84 52 84 89 54 55 65 82 52
internal_value=0 0.00996798 0.0112574 0.00598023 0.00337578 -0.00102372 0.0102644 0.00759856 -0.002829 0.0107034 0.0118812 0.0102447 0.00985684 0.00932211 0.00133233 0.0166211 0.0147255 0.0165956 0.0123827
internal_weight=0 2180 1647 533 370 181 1390 189 165 1332 163 1263 1211 1127 107 257 202 137 108
internal_count=2345 2180 1647 533 370 181 1390 189 165 1332 163 1263 1211 1127 107 257 202 137 108
is_linear=0
shrinkage=0.16829


Tree=5733
num_leaves=14
num_cat=0
split_feature=2 4 12 4 2 13 14 0 12 16 13 4 2
split_gain=12.2946 6.43058 3.07375 1.91163 1.74664 0.992936 0.767676 0.82531 0.791867 0.560355 0.532741 0.502312 0.211963
threshold=0.13775000000000001 0.30163500000000004 -0.011819999999999999 -0.0047649999999999993 0.16394500000000004 -0.16392499999999996 0.019675000000000002 -0.13314999999999996 0.090345000000000023 -0.53870999999999991 0.0066850000000000008 0.053255000000000004 0.10904500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -4 7 -7 10 -3 -9 -10 -11
right_child=4 9 5 -5 -6 6 -8 8 11 12 -12 -13 -14
leaf_value=0.00050743129890524921 0.00055440980303840255 0.00089779475609738939 0.0008845027464801751 0.0012145660763547804 -0.00015980374104888884 0.0010266871066394313 0.0016780515845654345 0.0014330763053467116 0.0013018290892348506 0.00037000473638645263 0.0011035202159784701 0.001054257773521485 0.00065070297560379769
leaf_weight=83 101 62 53 84 59 93 73 858 595 60 58 107 59
leaf_count=83 101 62 53 84 59 93 73 858 595 60 58 107 59
internal_value=0 0.00123873 0.00129254 0.000863327 0.000290823 0.00133154 0.00134481 0.00133057 0.00134801 0.000642682 0.00141225 0.00126414 0.000509471
internal_weight=0 2185 2004 167 160 1837 1784 1711 1618 181 916 702 119
internal_count=2345 2185 2004 167 160 1837 1784 1711 1618 181 916 702 119
is_linear=0
shrinkage=0.0032998


Tree=5734
num_leaves=20
num_cat=0
split_feature=1 1 0 158 0 52 1 48 1 0 0 0 16 52 16 52 1 16 42
split_gain=0.666295 0.233464 0.205647 0.18836 0.198431 0.236229 0.208223 0.1568 0.178915 0.27283 0.250832 0.150982 0.145087 0.336528 0.1939 0.116572 0.0866094 0.0883968 0.069958
threshold=0.111945 0.14846500000000004 -0.074544999999999986 0.085900000000000018 -0.029554999999999994 -0.53283999999999987 0.081315000000000012 -0.0046349999999999994 0.096300000000000011 -0.14989499999999997 -0.11327499999999999 -0.10803999999999998 0.037060000000000003 -0.42364999999999992 -1.0000000180025095e-35 -0.037619999999999994 0.13368000000000005 0.055635000000000011 0.087075000000000014
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 11 4 7 -6 -7 -1 9 -9 -10 -2 14 -14 -11 -5 17 -4 -12
right_child=1 -3 16 15 5 6 -8 8 10 12 18 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.016896800746419985 0.0030164981435008924 -0.008340378729245505 -1.4940217202291581e-05 0.010680483291318307 0.013111930965070729 0.0059800366053840374 -0.0073830374603503623 0.020449857405194741 -0.0042606915993320541 0.0096070477868614966 0.0048018589090891286 -0.0080034340609382408 0.011505941290003877 -0.0025295867783712992 0.019258798655729673 0.019323226828343188 0.013098446557149446 0.009383329801882034 0.013561872266632476
leaf_weight=82 101 54 53 94 56 75 59 67 63 1022 53 54 107 88 63 86 56 60 52
leaf_count=82 101 54 53 94 56 75 59 67 63 1022 53 54 107 88 63 86 56 60 52
internal_value=0 0.00189425 0.00360556 0.00961501 0.00908974 0.00393248 8.28876e-05 0.00970219 0.00931159 0.00995841 0.00411484 -0.000811113 0.00940784 0.00516275 0.0101691 0.0148198 0.00766699 0.00495939 0.00915726
internal_weight=0 378 324 1967 1787 190 134 1597 1515 1347 168 155 1280 195 1085 180 169 113 105
internal_count=2345 378 324 1967 1787 190 134 1597 1515 1347 168 155 1280 195 1085 180 169 113 105
is_linear=0
shrinkage=0.16829


Tree=5735
num_leaves=21
num_cat=0
split_feature=4 14 475 16 12 150 3 42 4 12 3 42 16 16 4 4 40 16 4 16
split_gain=0.32969 0.303535 0.199004 0.3649 0.369333 0.2101 0.354339 0.266242 0.251962 0.214936 0.226409 0.184578 0.168392 0.155061 0.13384 0.119472 0.113564 0.105575 0.049872 0.049034
threshold=0.30163500000000004 -0.42214499999999994 -0.080204999999999985 -0.011859999999999997 0.083995000000000014 0.088985000000000009 -0.015259999999999998 0.086325000000000013 0.0082450000000000006 0.082780000000000006 -0.12077499999999998 0.084130000000000024 -0.043889999999999992 -0.040484999999999993 -0.082184999999999994 -0.082384999999999986 -1.0000000180025095e-35 0.041625000000000002 0.50657000000000008 -0.046599999999999996
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 -2 3 -1 -5 6 9 -7 13 19 -11 -6 14 -8 -12 -14 -3 -15 -18 -4
right_child=1 16 5 4 11 7 8 -9 -10 10 12 -13 15 17 -16 -17 18 -19 -20 -21
leaf_value=0.014203744846672944 0.011605902538699392 0.0039856324688588999 -0.003219479306780358 -0.010732362913329336 0.012000566707864212 -0.0055460993355878575 0.0030946349235113422 0.010445354449091804 0.021024609475386601 0.015863426399828153 0.012588610758186363 -0.0011593678554745507 -0.001277223033384627 0.018348404208256317 0.0076679603199671913 0.0061672218479177573 -0.0075198182425410855 0.0087127948499029322 -0.00097859416994545436 0.0038575615089945772
leaf_weight=63 61 62 53 66 56 68 57 52 98 101 221 65 72 67 553 388 77 64 59 58
leaf_count=63 61 62 53 66 56 68 57 52 98 101 221 65 72 67 553 388 77 64 59 58
internal_value=0 0.00122205 0.00759393 0.00312551 -0.000597129 0.00819615 0.00866816 0.00136856 0.014088 0.00759495 0.00818666 0.00491633 0.00755687 0.0104625 0.00907527 0.0049981 -0.00196795 0.0136546 -0.00469529 0.000462248
internal_weight=0 259 2102 250 187 1852 1732 120 286 1446 1335 121 1234 188 774 460 198 131 136 111
internal_count=2361 259 2102 250 187 1852 1732 120 286 1446 1335 121 1234 188 774 460 198 131 136 111
is_linear=0
shrinkage=0.16829


Tree=5736
num_leaves=28
num_cat=0
split_feature=4 12 2 2 2 52 2 2 4 3 3 13 42 13 1212 1446 2 403 1456 42 2 3 52 52 52 4 403
split_gain=23.9905 4.95371 3.48629 2.04051 0.990424 1.01478 0.823129 0.794538 1.07203 0.515451 0.503318 0.481311 0.377192 0.3382 0.290208 0.397598 0.247921 0.21711 0.184275 0.167846 0.137374 0.12736 0.11785 0.114016 0.111068 0.079247 0.0464427
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 -0.007134999999999999 0.090000000000000011 -0.53937999999999986 0.14019000000000004 0.085730000000000015 -0.053824999999999991 0.149315 -0.14443999999999999 -0.097984999999999989 0.084145000000000011 -0.082159999999999997 0.087685000000000013 0.083715000000000026 0.094835000000000017 -0.092714999999999978 -1.0000000180025095e-35 -0.059219999999999988 1.0000000180025095e-35 0.045635000000000002 0.080060000000000006 -0.014759999999999997 0.088425000000000017 -0.080344999999999986 -0.080879999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -6 20 -5 -9 -4 -3 -7 22 -13 15 18 -10 -15 -14 -19 -2 -22 23 -12 26 -25 -24
right_child=6 4 9 7 5 11 -8 8 16 -11 12 13 14 17 -16 -17 -18 19 -20 -21 21 -23 24 25 -26 -27 -28
leaf_value=0.00090839261406353185 0.00050575689652949149 0.0020325801099321571 0.00098659096016691654 0.0019545772648292509 0.0018927724703100268 0.0012115504255710461 0.00018701720126306393 0.0018233346491906041 0.0014504678046878936 0.00057163900087018888 0.0018106705964364578 0.0017133652321270633 0.0014514887318473901 0.0016508818940587815 0.0014360911099055786 0.0019179683749205557 0.0011347087655021492 0.0015669376269728187 0.0016615448285908008 0.0014014282505193328 0.00059004362270829514 0.00081218676415529417 0.0019720263053828184 0.0017384652259556405 0.0017281163788315903 0.0015733446423332204 0.00182990128196939
leaf_weight=58 76 54 87 54 84 57 65 68 57 53 102 96 56 79 68 63 55 103 340 223 66 52 60 75 74 69 67
leaf_count=58 76 54 87 54 84 57 65 68 57 53 102 96 56 79 68 63 55 103 340 223 66 52 60 75 74 69 67
internal_value=0 0.00157374 0.00125844 0.00146386 0.00165528 0.00155303 0.000509173 0.00160139 0.00149524 0.000829754 0.00171911 0.00150182 0.0017017 0.00153477 0.00164099 0.00167127 0.00129572 0.00149235 0.00163193 0.00145383 0.000616931 0.000688236 0.00177319 0.00172238 0.0018352 0.00165959 0.00189732
internal_weight=0 2102 432 292 1670 642 259 234 180 140 1028 558 974 501 527 459 112 405 396 326 194 118 447 246 201 144 127
internal_count=2361 2102 432 292 1670 642 259 234 180 140 1028 558 974 501 527 459 112 405 396 326 194 118 447 246 201 144 127
is_linear=0
shrinkage=0.0032998


Tree=5737
num_leaves=16
num_cat=0
split_feature=4 123 2 1 1 11 3 2 1 4 11 15 51 51 159
split_gain=16.6232 3.62216 1.52274 1.00027 0.890856 0.776289 0.887286 0.680254 0.721569 0.390308 0.349164 0.273282 0.2469 0.324875 0.237037
threshold=0.30163500000000004 0.081180000000000016 0.13880500000000004 0.12007000000000002 0.10557500000000002 1.0000000180025095e-35 -0.12077499999999998 0.092155000000000015 0.104035 0.41939500000000002 0.085630000000000026 -0.42759999999999992 0.094975000000000018 0.080335000000000018 0.082585000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 -3 6 -1 12 14 -2 -7 -5 13 -8 -9
right_child=3 4 -4 11 -6 10 7 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.00087906643308308281 0.00038042148253831522 0.00094337525780271991 0.00079025329120629409 0.00030671038464599173 0.00038533287069028019 0.0017061221624355932 0.0013322089854442022 0.0012023853499336127 0.00087043958056931005 0.00077246973410728681 0.0013680285012785775 2.103955061857524e-05 0.001528077992729719 0.001085067799816214 0.0014170390084709561
leaf_weight=61 53 71 69 78 56 66 1051 390 69 59 71 69 67 63 68
leaf_count=61 53 71 69 78 56 66 1051 390 69 59 71 69 67 63 68
internal_value=0 0.00123838 0.00127314 0.000352196 0.000697587 0.0012906 0.00127195 0.00128596 0.00118675 0.000587261 0.00153116 0.00017286 0.0013302 0.00131826 0.00123433
internal_weight=0 2102 1975 259 127 1906 1769 1708 527 112 137 147 1181 1114 458
internal_count=2361 2102 1975 259 127 1906 1769 1708 527 112 137 147 1181 1114 458
is_linear=0
shrinkage=0.0032998


Tree=5738
num_leaves=22
num_cat=0
split_feature=1 15 2 123 2 14 13 1429 14 49 1 49 43 42 1 2 133 2 1 13 2
split_gain=12.4153 1.63861 1.38425 1.26903 0.818286 0.661552 0.599623 0.552756 0.5107 0.494342 0.450031 0.45855 0.328214 0.262083 0.258768 0.310723 0.216175 0.194209 0.312587 0.107092 0.120318
threshold=0.10752500000000002 -0.26826999999999995 0.10859000000000001 0.080635000000000012 0.097145000000000023 -0.42214499999999994 -1.0000000180025095e-35 0.084770000000000012 0.054835000000000009 -0.042269999999999995 0.085720000000000005 -0.0087399999999999995 -0.0068249999999999986 0.077855000000000021 1.0000000180025095e-35 0.092155000000000015 -0.07218999999999999 0.11715500000000001 0.077300000000000021 0.0015850000000000003 0.10887500000000001
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 5 13 4 7 -2 -4 8 10 -6 14 -12 -7 -3 15 -1 -13 18 19 20 -11
right_child=1 2 6 -5 9 12 -8 -9 -10 17 11 16 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0013479034337452879 0.00064470478276418026 0.00090001365956899498 0.00039813656667587197 0.00083747100595002715 0.00083076673575129868 1.7434296995114689e-05 0.00080978778731755779 0.001020685351269678 0.0016191218805177879 0.0011109198182470354 0.0009248514186091097 0.0014424832420503206 0.00038070230364274719 0.0012150411932946737 0.0015432095702740259 0.001180259582697122 0.0012048833474045742 0.001031695570350457 0.0013680178371360315 0.0010050639717827234 0.0013090784984601618
leaf_weight=664 58 65 92 86 55 52 67 80 55 100 59 52 57 54 61 152 257 92 94 54 55
leaf_count=664 58 65 92 86 55 52 67 80 55 100 59 52 57 54 61 152 257 92 94 54 55
internal_value=0 0.000618446 0.000773752 0.00123046 0.00124891 0.0003597 0.000571821 0.00128893 0.00130541 0.0011261 0.00129153 0.00119375 0.000207723 0.00104326 0.00133251 0.00131672 0.00124498 0.00116713 0.00120813 0.00113605 0.00118146
internal_weight=0 445 278 1916 1830 167 159 1380 1300 450 1245 368 109 119 877 816 309 395 303 209 155
internal_count=2361 445 278 1916 1830 167 159 1380 1300 450 1245 368 109 119 877 816 309 395 303 209 155
is_linear=0
shrinkage=0.0032998


Tree=5739
num_leaves=23
num_cat=0
split_feature=1 52 12 150 15 12 2 52 3 52 43 14 16 12 3 51 1 1 13 52 43 3
split_gain=16.7498 3.31156 2.38021 1.79625 1.25481 1.07868 0.969151 0.882342 0.865003 0.727809 0.690151 0.673868 0.838185 0.670886 0.64481 0.362341 0.344815 0.323698 0.200344 0.17538 0.155082 0.178087
threshold=0.10732500000000002 -0.24166499999999999 0.054520000000000006 0.087380000000000013 -0.26826999999999995 0.11650500000000001 0.10045500000000002 0.084335000000000007 -0.14818499999999998 -0.092059999999999989 -0.010504999999999999 -0.42214499999999994 -0.4714549999999999 0.091545000000000015 0.12991000000000003 -0.08860999999999998 0.08617000000000001 0.089790000000000023 -0.086574999999999985 0.10096500000000001 -0.105305 -0.092714999999999978
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 -2 3 7 11 8 -6 9 16 -1 -11 -3 -13 17 -8 -15 -4 20 -17 -20 -10 -22
right_child=1 4 5 -5 6 -7 14 -9 13 10 -12 12 -14 15 -16 18 -18 -19 19 -21 21 -23
leaf_value=0.0010881326925264458 0.0011328797976603003 0.00031889773607364448 0.0015873401499278536 0.00024347406850501918 0.00070394412821405945 0.00071226846862715114 4.6493959703706482e-05 0.0012962846836410706 0.00135752068252326 0.00043069928460755599 0.00088930518601309627 0.00015723571485136198 -0.00042143409976549929 0.00077064303475013593 0.00047747672560096799 0.00084982148610150134 0.0012298438784027325 0.00094265203785334859 0.0011215660796630772 0.00097543703956422625 0.00098372113505765246 0.0011827818840935537
leaf_weight=72 52 57 57 53 78 71 80 52 53 66 79 56 53 61 72 53 64 69 259 145 55 704
leaf_count=72 52 57 57 53 78 71 80 52 53 66 79 56 53 61 72 53 64 69 259 145 55 704
internal_value=0 0.000349782 0.00105874 0.000799623 0.000246862 0.00111116 0.000404678 0.000909068 0.00112977 0.000816116 0.000680803 2.79901e-05 -0.000123813 0.0011065 0.000250875 0.00101174 0.00139854 0.00116218 0.00104384 0.00106921 0.00118079 0.0011684
internal_weight=0 448 1913 322 396 1591 230 269 1520 217 145 166 109 1399 152 518 121 881 457 404 812 759
internal_count=2361 448 1913 322 396 1591 230 269 1520 217 145 166 109 1399 152 518 121 881 457 404 812 759
is_linear=0
shrinkage=0.0032998


Tree=5740
num_leaves=17
num_cat=0
split_feature=4 123 13 4 14 0 42 16 0 13 0 52 16 0 4 16
split_gain=31.6817 10.5097 5.4106 2.33598 1.50466 3.81681 1.02012 0.789703 0.780124 0.616229 0.397579 0.396336 0.369405 0.108709 0.178964 0.0105376
threshold=0.30163500000000004 1.0000000180025095e-35 -0.28558999999999996 0.005935000000000001 0.062655000000000016 -0.11208499999999998 0.12160000000000001 -0.42618999999999996 -0.079119999999999982 -0.089899999999999994 -0.10803999999999998 -0.079324999999999993 -0.41574999999999995 -0.086824999999999986 0.056640000000000003 -0.51287499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 -5 -7 -2 -9 -3 15 -12 -15 -11
right_child=9 11 3 7 -6 6 -8 10 -10 12 13 -13 -14 14 -16 -17
leaf_value=0.00053561551826999466 -9.3621744177995641e-06 0.00037160793176013794 0.00076079374331814548 0.0015770365899476853 0.00215049040138314 0.0016879355433802796 0.001158970494482061 0.00098480721994149609 0.0015280108812548091 0.00041400355468111812 0.0013832818037554076 0.00074037048024819881 0.00012407195567121465 0.0010742756016592365 0.0013310635420287159 0.0004887200375395742
leaf_weight=60 87 70 60 86 52 891 53 65 541 53 79 59 59 54 72 52
leaf_count=60 87 70 60 86 52 891 53 65 541 53 79 59 59 54 72 52
internal_value=0 0.00145402 0.00151255 0.00154254 0.00159652 0.00157785 0.00161084 0.0013003 0.00162754 0.000214727 0.00121202 0.00054054 0.000333819 0.00128389 0.00122129 0.000451342
internal_weight=0 2142 2013 1953 1597 1545 1485 356 1432 251 270 129 164 205 126 105
internal_count=2393 2142 2013 1953 1597 1545 1485 356 1432 251 270 129 164 205 126 105
is_linear=0
shrinkage=0.0032998


Tree=5741
num_leaves=23
num_cat=0
split_feature=3 3 43 16 43 3 43 16 3 13 39 3 50 43 475 3 3 159 151 3 13 43
split_gain=18.4719 6.19578 5.15802 1.68666 1.3222 1.2523 0.794217 0.655818 0.62839 0.595094 0.987299 0.50159 0.459609 0.564823 0.476322 0.43008 0.413913 0.373818 0.295338 0.153696 0.194876 0.220326
threshold=-0.058704999999999993 0.30835000000000007 -0.033174999999999989 -0.39442499999999997 -0.11741999999999998 0.11745500000000002 0.0054600000000000004 -0.0073349999999999986 -0.116045 -0.010284999999999997 0.089200000000000015 0.092330000000000009 1.0000000180025095e-35 -0.11278499999999998 -0.085444999999999979 -0.10122999999999999 -0.079594999999999985 0.0055900000000000004 -0.085574999999999984 -0.11128999999999999 0.056910000000000009 0.065040000000000014
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 4 8 -2 6 11 17 -1 10 -6 -4 13 -9 -15 -16 -17 18 -5 -20 21 -21
right_child=1 -3 5 7 9 -7 -8 12 -10 -11 -12 -13 -14 14 15 16 -18 -19 19 20 -22 -23
leaf_value=0.0011585254878078092 0.0012701292582067072 0.00028060260697753423 0.001840602129694903 0.0015338285218914891 0.0011223345254799269 0.0010988484679077971 0.0012462797757585853 0.0013335965495307157 0.0016286140428182882 0.00038105138340767636 0.00052791142777652833 0.0015011241281719884 0.0018998471356916455 0.0019463606982479402 0.0013832132218156131 0.0017827159910202563 0.0015201127668668104 0.0020025960804532809 0.0019674126195755436 0.0018164481827016566 0.0015957642661853946 0.0016486887615031196
leaf_weight=75 54 93 101 53 57 80 62 67 54 52 66 93 74 57 70 165 113 91 55 697 61 103
leaf_count=75 54 93 101 53 57 80 62 67 54 52 66 93 74 57 70 165 113 91 55 697 61 103
internal_value=0 0.00107033 0.00120026 0.00171981 0.000818002 0.00146068 0.00157361 0.00174905 0.00135558 0.000678288 0.000803662 0.00167804 0.00165532 0.00161691 0.00166369 0.00161729 0.0016761 0.0017973 0.00177798 0.00179207 0.00178083 0.00179489
internal_weight=0 658 565 1735 229 336 256 1606 129 175 123 194 546 472 405 348 278 1060 969 916 861 800
internal_count=2393 658 565 1735 229 336 256 1606 129 175 123 194 546 472 405 348 278 1060 969 916 861 800
is_linear=0
shrinkage=0.0032998


Tree=5742
num_leaves=16
num_cat=0
split_feature=1 12 41 11 47 52 0 4 49 49 42 4 4 157 42
split_gain=0.555882 0.270965 0.271158 0.419971 0.19722 0.254613 0.196951 0.242533 0.566887 0.165335 0.186318 0.160763 0.151867 0.142414 0.136126
threshold=0.11869500000000001 -0.085719999999999977 0.082095000000000015 0.080455000000000013 0.085505000000000012 -0.060549999999999993 -0.11169999999999998 0.03851000000000001 -0.053904999999999988 0.11580500000000001 -0.14719999999999997 0.51400500000000016 0.26450500000000005 -0.085709999999999995 0.085545000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 6 5 -2 7 8 -3 10 -8 -7 -9 -12 -1
right_child=4 2 -4 -5 -6 11 9 12 -10 -11 13 -13 -14 -15 -16
leaf_value=-0.0014359248044880084 -0.0096882018316677421 0.014331458863932932 0.00034892599044459248 0.023442020360737822 0.010346179824671505 0.0090650303832831049 0.022592604253186585 0.019154422450495048 -0.0089613000914322543 0.0048626499164416866 0.017724752755345925 -0.0027026964888678738 0.0065235847198957982 0.011884557124795215 0.009996849391886907
leaf_weight=66 52 55 56 91 79 79 53 54 64 80 131 56 55 1369 53
leaf_count=66 52 55 56 91 79 79 53 54 64 80 131 56 55 1369 53
internal_value=0 0.0114652 0.011928 0.0122593 0.00329531 0.000306988 0.0117115 0.00705982 0.00178916 0.0123599 0.0127449 0.00417029 0.0127975 0.0123958 0.00364089
internal_weight=0 2127 2008 1952 266 187 1861 228 119 1633 1553 135 109 1500 119
internal_count=2393 2127 2008 1952 266 187 1861 228 119 1633 1553 135 109 1500 119
is_linear=0
shrinkage=0.16829


Tree=5743
num_leaves=25
num_cat=0
split_feature=1 4 3 3 3 15 12 15 1446 15 12 42 3 12 16 43 1 43 3 42 15 52 3 43
split_gain=0.438658 0.214589 0.373752 0.438579 0.346391 0.268714 0.250622 0.216158 0.2084 0.350815 0.226155 0.2117 0.272125 0.182369 0.164015 0.259871 0.143932 0.11647 0.150217 0.297754 0.26482 0.12651 0.114464 0.0627635
threshold=0.14641500000000005 -0.03463999999999999 0.092330000000000009 0.15251000000000001 -0.15078499999999997 -0.0070899999999999991 -0.077034999999999978 -0.14524999999999996 0.08376500000000002 0.090385000000000007 0.085615000000000011 0.085790000000000019 0.086245000000000016 0.08401500000000002 -0.0070899999999999991 -0.082534999999999983 0.10713500000000002 -0.11278499999999998 -0.082304999999999975 0.065960000000000019 0.086675000000000016 0.087485000000000021 -0.070889999999999995 -0.23919999999999997
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 8 4 -4 -3 6 7 -6 10 -10 11 12 13 -1 16 -16 -8 23 19 21 -20 -19 -22 -12
right_child=-2 2 3 -5 5 -7 14 -9 9 -11 17 -13 -14 -15 15 -17 -18 18 20 -21 22 -23 -24 -25
leaf_value=0.0039630500551518988 -0.0044238849915173867 -0.0036812522806812316 -0.0083060235260208441 0.010268140831606471 0.0098732485055217523 0.017619276743363981 0.010586574104333295 -0.0029708218787707786 -0.0061130407904184591 0.01332989989592427 0.0089078883760806728 0.025370489086167007 0.021604950094439995 0.016497433128751054 0.012271912187052834 0.0014584490444748805 0.019781314596914065 0.0084000431991587861 -0.0017151924094817781 0.022982509883313341 0.0088660309930035878 0.016857351506650482 0.017674099253220138 0.00067605533169906086
leaf_weight=83 69 60 84 63 63 103 426 90 52 53 54 53 75 55 115 140 55 183 60 73 209 70 53 52
leaf_count=83 69 60 84 63 63 103 426 90 52 53 54 53 75 55 115 140 55 183 60 73 209 70 53 52
internal_value=0 0.00917481 0.00760336 -0.000333446 0.00871411 0.00946564 0.00851894 0.00230617 0.010848 0.0036839 0.0115837 0.0158146 0.0134284 0.00897166 0.00980801 0.00634215 0.0116417 0.0100888 0.010937 0.0134925 0.00834415 0.0107471 0.0106547 0.00488658
internal_weight=0 2324 1199 147 1052 992 889 153 1125 105 1020 266 213 138 736 255 481 754 648 326 322 253 262 106
internal_count=2393 2324 1199 147 1052 992 889 153 1125 105 1020 266 213 138 736 255 481 754 648 326 322 253 262 106
is_linear=0
shrinkage=0.16829


Tree=5744
num_leaves=14
num_cat=0
split_feature=457 4 4 40 151 13 1446 4 4 11 39 13 157
split_gain=0.276766 0.303487 0.233039 0.226541 0.27342 0.240715 0.175659 0.26493 0.179829 0.181728 0.157976 0.132228 0.102966
threshold=0.041935000000000007 0.50373500000000015 -0.011694999999999999 -0.079639999999999975 0.084350000000000008 -0.17933499999999997 0.087090000000000015 -0.074479999999999977 -0.097514999999999977 0.085630000000000026 0.0095750000000000019 -0.026084999999999997 0.10119000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 8 -8 9 -7 -3 -4 -10
right_child=2 10 11 4 -6 6 7 -9 12 -11 -12 -13 -14
leaf_value=0.00047682075670130262 0.0090570509220853721 -0.0050644223177011794 0.0031848201286500994 -0.00087111262253394372 0.020619712501105007 0.016768379000946528 -0.0064295764871660291 0.0091489714298868003 0.0089096786909514253 0.0053253694644396837 0.0064010694757087264 -0.0071986455402962861 0.0014490050029982041
leaf_weight=98 76 74 63 75 54 158 52 76 1419 53 63 77 55
leaf_count=98 76 74 63 75 54 158 52 76 1419 53 63 77 55
internal_value=0 0.00787584 0.00154946 0.00839079 0.00878923 0.00844991 0.00883649 0.00280615 0.00929351 0.0139026 0.000194916 -0.00251325 0.00863251
internal_weight=0 2177 216 2040 1942 1888 1813 128 1685 211 137 140 1474
internal_count=2393 2177 216 2040 1942 1888 1813 128 1685 211 137 140 1474
is_linear=0
shrinkage=0.16829


Tree=5745
num_leaves=22
num_cat=0
split_feature=3 13 15 15 4 1455 3 3 1 3 4 15 15 4 4 3 481 4 3 3 52
split_gain=0.487632 0.323898 0.294374 0.305332 0.838543 0.247922 0.230355 0.203891 0.280722 0.189422 0.243489 0.182218 0.189353 0.15773 0.18742 0.109836 0.0941229 0.119987 0.130458 0.0689617 0.0528955
threshold=0.30112000000000005 -0.48634999999999995 1.0000000180025095e-35 -0.0073899999999999999 -0.17689999999999997 0.068185000000000009 -0.0092099999999999977 0.11372500000000001 0.078015000000000015 -0.14619999999999997 -0.093344999999999997 -0.045404999999999994 -0.40992999999999996 0.020345000000000005 0.10947000000000003 -0.069729999999999986 -0.074219999999999994 -0.049324999999999994 -0.073949999999999988 -0.13795999999999997 -0.020484999999999996
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=2 -2 3 5 19 7 9 8 13 -4 -11 12 -10 15 -15 -1 -12 18 -18 -5 -7
right_child=1 -3 6 4 -6 20 -8 -9 11 10 16 -13 -14 14 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0085919561276312974 0.0052159687496634499 -0.012894915634978502 0.018488821154728777 0.012227588034549108 -0.013058825063391451 0.010497130756822702 0.019894995873945776 0.015238038005810098 -0.0027783036627872133 -0.0027102991734364308 0.014431238800436615 -0.0057124093054429729 0.0056555225060742793 -0.0017042308728694793 0.010932018080836069 0.016864864674084705 0.0079742030345998673 0.00041730299110813261 0.015682301461177453 0.0042117218640530746 0.018143973249910898
leaf_weight=309 53 59 53 66 87 53 56 61 99 55 78 69 313 86 54 54 538 52 71 58 53
leaf_count=309 53 59 53 66 87 53 56 61 99 55 78 69 313 86 54 54 538 52 71 58 53
internal_value=0 -0.00430855 0.00705742 0.00549209 -0.000384947 0.00657102 0.00941644 0.0057815 0.00519345 0.00872153 0.00806729 0.00228145 0.00362459 0.00797451 0.00315692 0.00982759 0.00887184 0.0082131 0.0088758 0.00849272 0.0143375
internal_weight=0 112 2265 1362 211 1151 903 1045 984 847 794 481 412 503 140 363 739 661 609 124 106
internal_count=2377 112 2265 1362 211 1151 903 1045 984 847 794 481 412 503 140 363 739 661 609 124 106
is_linear=0
shrinkage=0.16829


Tree=5746
num_leaves=20
num_cat=0
split_feature=481 14 2 157 49 49 484 2 50 131 2 1456 34 1447 52 12 131 133 160
split_gain=0.216531 0.201566 0.303867 0.249204 0.402509 0.220695 0.357583 0.204939 0.232214 0.191039 0.398569 0.207195 0.168078 0.159034 0.155497 0.14321 0.139783 0.132534 0.0497831
threshold=-0.073474999999999985 0.076175000000000007 -0.0091949999999999983 -0.0031149999999999993 -0.015259999999999998 0.083250000000000005 0.010565000000000001 0.085145000000000012 0.091130000000000017 0.090855000000000005 0.15630500000000003 -0.075669999999999987 -0.082914999999999989 -0.085709999999999995 -0.0036349999999999998 0.091800000000000007 0.098515000000000005 -0.0087299999999999982 -0.010599999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 12 4 -4 6 18 8 16 10 11 -9 -2 -1 -15 -10 17 -5 -6
right_child=1 -3 3 7 5 -7 -8 9 15 -11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.018480988227912481 0.0037565297302268813 0.014353258301435265 0.013403079546489819 0.0081942026712293649 -0.0038157875531404091 0.0045885039759194397 -0.016686207687316188 0.015092879319411721 -0.0030769198390162423 0.011758044000117995 -0.010126752763754538 0.0042617131902462167 -0.0088580392346318104 0.00077950111497658483 0.012693734791716179 0.0078964734846548781 0.0030690125858394233 0.015063925503044891 0.0029338004660180144
leaf_weight=56 52 63 61 138 59 101 54 53 63 101 53 939 70 54 74 72 56 193 65
leaf_count=56 52 63 61 138 59 101 54 53 63 101 53 939 70 54 74 72 56 193 65
internal_value=0 0.00495808 0.00467935 0.00517517 0.00101629 -0.0016855 -0.00525556 0.00602183 0.00878984 0.00475944 0.0040813 0.00484221 -0.00346661 0.010978 0.00768145 0.00276225 0.0108878 0.0122052 -0.000263208
internal_weight=0 2193 2130 2008 340 279 178 1668 522 1146 1045 992 122 184 128 135 387 331 124
internal_count=2377 2193 2130 2008 340 279 178 1668 522 1146 1045 992 122 184 128 135 387 331 124
is_linear=0
shrinkage=0.16829


Tree=5747
num_leaves=21
num_cat=0
split_feature=1374 48 2 131 2 484 43 13 16 2 4 4 16 156 401 13 43 16 2 49
split_gain=0.235725 0.235336 0.262177 0.233197 0.390386 0.242383 0.204618 0.256424 0.20707 0.243625 0.180366 0.220018 0.148896 0.141467 0.135091 0.186154 0.152438 0.128282 0.0633778 0.0387492
threshold=0.086000000000000007 0.12474000000000002 0.093200000000000019 0.095715000000000008 0.16002500000000003 0.096480000000000024 -0.08423499999999999 -0.0095949999999999976 -0.092364999999999989 0.074875000000000011 -0.10429499999999998 -0.0084099999999999991 -0.077229999999999979 0.11715000000000002 0.099015000000000006 -0.14179999999999995 0.0035900000000000007 -0.053214999999999991 0.084305000000000005 -0.0087699999999999983
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 2 6 4 5 13 10 14 -9 -10 -1 18 -11 17 15 -8 -17 -4 -12 -20
right_child=-2 -3 3 -5 -6 -7 7 8 9 12 11 -13 -14 -15 -16 16 -18 -19 19 -21
leaf_value=-0.0073429700225870424 0.014681409813441576 0.013999502749471272 0.0043872688741005104 0.012113545301048752 -0.013026290553333205 -0.0091208928413385477 0.018397833783821996 -0.0071950454232216632 -0.0035065219288266032 0.0027012563204727971 0.010657679552431458 -0.0041159137866336112 0.013497082023299852 0.010293730218429827 0.0008481899001936868 0.0092003347058991596 0.0029304281557314829 -0.00056694247817028925 0.0074822639917215324 0.002100714504409264
leaf_weight=52 63 68 294 55 54 53 52 55 74 70 63 81 76 63 69 540 139 297 65 94
leaf_count=52 63 68 294 55 54 53 52 55 74 70 63 81 76 63 69 540 139 297 65 94
internal_value=0 0.00423542 0.003939 0.00152892 0.000761577 0.00181722 0.005313 0.00647048 0.00202858 0.00434265 0.00180289 0.0033784 0.00833331 0.00270639 0.00799514 0.00866729 0.00791945 0.00189455 0.00612091 0.00431202
internal_weight=0 2314 2246 816 761 707 1430 1075 275 220 355 303 146 654 800 731 679 591 222 159
internal_count=2377 2314 2246 816 761 707 1430 1075 275 220 355 303 146 654 800 731 679 591 222 159
is_linear=0
shrinkage=0.16829


Tree=5748
num_leaves=22
num_cat=0
split_feature=1 12 13 14 15 40 0 15 4 0 4 475 3 4 2 12 3 399 12 2 12
split_gain=7.17647 2.21444 1.42425 0.861958 0.719055 0.652467 0.605304 0.98219 0.604245 0.500079 0.295034 0.293271 0.314714 0.289684 0.243517 0.231594 0.130029 0.0758667 0.101674 0.122634 0.0623368
threshold=0.10335000000000001 -1.0000000180025095e-35 -0.17933499999999997 0.062655000000000016 -0.088709999999999983 -0.0057599999999999986 -0.10566999999999999 -0.10981499999999998 0.070595000000000005 -0.082134999999999986 0.029980000000000003 -0.085024999999999989 -0.11756999999999999 0.0034000000000000007 1.0000000180025095e-35 0.094305000000000014 -0.082094999999999987 0.08759500000000002 0.089705000000000021 0.083970000000000017 0.093535000000000021
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 5 -3 6 -4 14 7 -1 9 17 16 -11 -13 -9 -2 -14 -6 18 19 -8 -20
right_child=1 2 4 -5 10 -7 8 13 -10 11 -12 12 15 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.0011518773868849223 0.0006381742112233263 0.00027407409455898246 0.00063307788540138655 0.0014148981736775759 0.00098057702104600917 7.779261032719055e-05 0.0012018620727645526 0.0004663088673863765 0.00073682050378379193 0.001228417784857415 0.00082523015470652638 0.00075235900721088919 0.0010510651446666672 0.00080147280930101521 0.0003496150891115994 0.00092243485398054586 0.0012202397153957506 0.0012378720387809382 0.00095043800046796753 0.001091424890881678 0.0010924419338568215
leaf_weight=68 54 54 98 62 52 73 163 52 70 54 74 65 364 63 80 275 52 53 73 402 76
leaf_count=68 54 54 98 62 52 73 163 52 70 54 74 65 364 63 80 275 52 53 73 402 76
internal_value=0 0.00059722 0.000765127 0.00103097 0.000861075 0.000329372 0.00101757 0.000836825 0.00103828 0.0010521 0.000986404 0.000991558 0.00097334 0.000650227 0.000466163 0.000995763 0.00110075 0.00111188 0.00110248 0.00112335 0.00102311
internal_weight=0 537 330 1840 276 207 1778 183 1595 1525 178 758 704 115 134 639 104 767 714 565 149
internal_count=2377 537 330 1840 276 207 1778 183 1595 1525 178 758 704 115 134 639 104 767 714 565 149
is_linear=0
shrinkage=0.0032998


Tree=5749
num_leaves=14
num_cat=0
split_feature=0 13 12 4 16 13 4 13 474 0 151 1 481
split_gain=0.234413 0.488023 0.204135 0.246278 0.249113 0.146943 0.159984 0.158818 0.535048 0.265385 0.146608 0.087957 0.0850669
threshold=0.076335000000000014 -1.0000000180025095e-35 -0.10236499999999998 0.26450500000000005 -0.42372999999999994 -0.28558999999999996 -0.21586499999999997 -0.077849999999999989 0.085020000000000012 -0.14989499999999997 -0.030624999999999996 0.097195000000000017 -0.073474999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 10 -4 -7 11 9 -9 -5 12 -8
right_child=1 -3 3 4 -6 6 7 8 -10 -11 -12 -13 -14
leaf_value=0.013186881141839576 -0.015155882621633761 0.0052353679666815745 -0.0034514186355056485 -0.0035214789821366443 -0.0083128408338150502 0.012909454567613804 0.010424596265451259 0.013921930087315732 -0.010025759772300673 0.0039586743515159194 0.0075086038545677724 0.013614800656432375 0.005586649761684704
leaf_weight=81 52 92 54 54 79 78 127 83 74 886 92 53 572
leaf_count=81 52 92 54 54 79 78 127 83 74 886 92 53 572
internal_value=0 -0.00211566 0.00488136 0.00456791 -0.000693701 0.0051832 0.0054331 0.00510722 0.00375935 0.00481393 0.00341668 0.00697429 0.00646822
internal_weight=0 144 2233 2152 225 1927 1873 1795 1043 969 146 752 699
internal_count=2377 144 2233 2152 225 1927 1873 1795 1043 969 146 752 699
is_linear=0
shrinkage=0.16829


Tree=5750
num_leaves=20
num_cat=0
split_feature=1 155 1 457 16 15 12 123 12 3 15 1 0 0 12 48 1213 1455 12
split_gain=15.7781 3.91527 1.85192 1.08357 0.957433 0.927281 0.626495 0.531771 0.435377 0.546941 0.389741 0.359794 0.348564 0.337065 0.214273 0.215944 0.179625 0.178189 0.177769
threshold=0.10141500000000002 0.084785000000000013 0.12450500000000002 0.079590000000000008 -0.061394999999999998 -0.077559999999999976 0.11769500000000001 0.081990000000000021 0.089885000000000007 0.092330000000000009 -0.42759999999999992 0.089790000000000023 -0.14989499999999997 -0.13314999999999996 0.090840000000000018 0.093265000000000015 -0.056829999999999992 0.083295000000000022 0.094305000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 10 13 7 8 9 11 -4 12 -1 -2 -10 16 -16 -14 -18
right_child=1 -3 4 -5 -6 -7 -8 -9 14 -11 -12 -13 17 -15 15 -17 18 -19 -20
leaf_value=0.0018009619195578496 0.000638733078667114 0.0016056365336441858 0.00052571473608967721 0.00046716864606835383 0.00076225093755138095 0.0012264639249580551 0.0010909080043791564 0.0011292444235557284 0.0011936387996523547 0.0011992553866510269 0.00016197032233582814 0.0012929869195851932 0.0015367210649692008 0.00095904225182802654 0.0012838075213679996 0.0012029135357855233 0.0015387407463855144 0.001336966746690139 0.0014010696692268497
leaf_weight=54 68 60 54 56 82 98 56 56 57 62 80 71 766 78 81 52 181 55 265
leaf_count=54 68 60 54 56 82 98 56 56 57 62 80 71 766 78 81 52 181 55 265
internal_value=0 0.000807343 0.00071445 0.000882332 0.000481117 0.000977472 0.00143688 0.00144825 0.0014591 0.00150219 0.000308817 0.00152201 0.00154055 0.000810098 0.00139074 0.00141009 0.00143046 0.00152338 0.00145702
internal_weight=0 576 516 300 216 244 1756 1700 1644 1008 134 946 875 146 636 579 527 821 446
internal_count=2332 576 516 300 216 244 1756 1700 1644 1008 134 946 875 146 636 579 527 821 446
is_linear=0
shrinkage=0.0032998


Tree=5751
num_leaves=20
num_cat=0
split_feature=39 3 42 16 50 51 3 50 42 3 3 3 1429 48 123 39 42 42 16
split_gain=7.34877 6.17145 3.35215 1.12804 0.626386 0.66263 0.674034 0.519027 0.54961 0.494347 0.398581 0.360336 0.28569 0.275944 0.513724 0.287787 0.198689 0.405317 0.0834909
threshold=0.081875000000000017 0.11745500000000002 -0.026469999999999997 -0.28430999999999995 0.082725000000000007 0.081440000000000026 -0.016479999999999998 0.090150000000000022 0.091145000000000018 -0.065259999999999999 0.31400500000000003 -0.13392999999999997 0.086825000000000013 0.093015000000000014 0.081990000000000021 0.088895000000000016 -0.0060199999999999993 0.083925000000000013 -0.082219999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 11 5 6 9 -6 16 12 -3 -1 -5 14 -4 -16 -9 -18 -7
right_child=2 10 13 4 7 18 -8 8 -10 -11 -12 -13 -14 -15 15 -17 17 -19 -20
leaf_value=0.00069699251964644329 0.0012693007825387895 0.00060775849767133743 0.00068437017594526705 0.0011590464138934169 0.0016117400897747087 0.00083182512447355181 0.0014409753258744569 0.0011852975826276582 0.0010175173653811371 0.00088141734233322037 0.0002593776605931778 0.001019012893582176 0.0014063845479558234 0.00013942852539545485 0.00045062554741229596 0.00011478958597449728 0.0016299931548463098 0.0012838694780191811 0.0010078877231162349
leaf_weight=61 54 86 53 1025 53 60 98 71 80 69 62 104 55 52 58 54 56 115 66
leaf_count=61 54 86 53 1025 53 60 98 71 80 69 62 104 55 52 58 54 56 115 66
internal_value=0 0.00111163 0.000533358 0.00116187 0.00118655 0.00115369 0.00117683 0.00130679 0.00125648 0.00115428 0.000462053 0.000900176 0.00117167 0.000350058 0.000416224 0.000289019 0.00133534 0.00139743 0.000924328
internal_weight=0 2061 271 1913 1748 1373 1247 375 322 1149 148 165 1080 217 165 112 242 171 126
internal_count=2332 2061 271 1913 1748 1373 1247 375 322 1149 148 165 1080 217 165 112 242 171 126
is_linear=0
shrinkage=0.0032998


Tree=5752
num_leaves=20
num_cat=0
split_feature=2 15 3 150 2 2 13 39 52 43 14 52 12 12 12 1429 43 13 43
split_gain=12.3 5.31644 3.77406 2.35796 1.62639 1.21594 0.951812 1.56477 0.847841 0.776846 0.755487 0.721707 0.625618 0.511998 0.274944 0.263568 0.228161 0.212375 0.12816
threshold=0.13290500000000002 -0.37478999999999996 0.11191000000000002 0.082965000000000025 0.097220000000000015 0.10054500000000001 -0.099939999999999987 0.088895000000000016 0.024560000000000002 -0.085474999999999982 0.062655000000000016 -0.11333999999999998 0.083220000000000002 0.088745000000000004 -0.073474999999999985 0.083810000000000009 -0.041094999999999993 0.0015850000000000003 -0.026594999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 5 9 10 -2 -8 11 -5 13 17 -11 15 -1 -3 -15 -7 -10
right_child=6 2 -4 4 -6 8 7 -9 18 12 -12 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.00056908947788034949 0.00018994952146552947 0.0016654175126440268 0.00080571603470535919 0.0016697705890848121 0.00072885162895854636 0.0015394941866294261 0.0010119236552076434 0.00026796942451153037 0.0014951601188550935 0.00097087161738281609 0.0019799958326485764 0.000995955217568687 0.0014483903640989458 0.001453978259479463 0.00090515987211944697 0.0014435084451529692 0.0015824652424909838 0.0012582864567942849 0.0017199486423458395
leaf_weight=56 55 638 86 60 59 62 76 52 70 61 55 80 60 338 52 67 293 60 52
leaf_count=56 55 638 86 60 59 62 76 52 70 61 55 80 60 338 52 67 293 60 52
internal_value=0 0.00144536 0.00148314 0.00151292 0.00120592 0.00155586 0.00055387 0.000709967 0.00137303 0.00136123 0.00159842 0.00124105 0.00120795 0.00158268 0.000731227 0.00164438 0.0015137 0.00140148 0.00159126
internal_weight=0 2149 2041 1955 240 1715 183 128 324 181 1391 202 121 1336 108 705 631 122 122
internal_count=2332 2149 2041 1955 240 1715 183 128 324 181 1391 202 121 1336 108 705 631 122 122
is_linear=0
shrinkage=0.0032998


Tree=5753
num_leaves=19
num_cat=0
split_feature=39 3 42 15 16 12 15 150 11 16 12 16 403 159 15 42 1210 12
split_gain=5.55634 4.15152 1.81061 1.26633 0.724384 0.722728 0.701322 1.04782 1.01073 0.471751 0.440476 0.385041 0.377101 0.355423 0.320559 0.260231 0.242985 0.103276
threshold=0.081875000000000017 0.11745500000000002 -0.026469999999999997 -0.40992999999999996 -0.042349999999999992 0.11769500000000001 -0.021954999999999999 0.083205000000000015 1.0000000180025095e-35 -0.0043999999999999994 0.08401500000000002 0.51222500000000004 0.052440000000000007 0.04105000000000001 -0.24269999999999997 0.083585000000000007 -0.082214999999999983 0.090630000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -3 6 7 11 10 14 13 12 -5 -8 -4 -9 -12 -10
right_child=2 4 9 5 -6 -7 8 15 17 -11 16 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00075642026875009374 0.0012351695966771733 0.00048817916251090343 0.00028056221866754028 0.0013015801600793147 0.00096915783305540385 0.00092479235937850397 0.0014975553438392663 0.00070702338097948254 0.0017358638829065524 0.0008004013370240293 0.001436975916452239 0.00097793671677820905 0.0010127381813957207 0.001179495970370908 0.00058746287118926219 0.0010407177721820518 0.0012316956196645893 0.0015175506894445775
leaf_weight=58 54 94 64 427 54 71 160 52 52 63 71 57 57 52 90 52 752 52
leaf_count=58 54 94 64 427 54 71 160 52 52 63 71 57 57 52 90 52 752 52
internal_value=0 0.00119687 0.00069394 0.00123809 0.000663909 0.00125313 0.00126618 0.00117871 0.00131568 0.000559094 0.00128436 0.00123718 0.00126764 0.00141971 0.000460149 0.000874209 0.00124945 0.00162705
internal_weight=0 2061 271 1913 148 1855 1784 645 1139 217 1035 541 484 212 154 104 823 104
internal_count=2332 2061 271 1913 148 1855 1784 645 1139 217 1035 541 484 212 154 104 823 104
is_linear=0
shrinkage=0.0032998


Tree=5754
num_leaves=17
num_cat=0
split_feature=3 15 150 484 2 160 2 11 0 2 2 0 3 0 3 157
split_gain=9.9355 6.94679 3.49567 2.63899 2.1406 1.44552 0.976522 2.55741 2.47005 0.918843 0.727545 0.64806 0.591774 0.558161 0.355633 0.211984
threshold=0.30835000000000007 -0.37478999999999996 0.083435000000000023 0.082450000000000009 0.13880500000000004 -0.074049999999999991 0.10054500000000001 1.0000000180025095e-35 -0.13010499999999997 0.096120000000000025 0.074875000000000011 -0.095419999999999991 -0.029309999999999996 -0.08323499999999999 -0.058704999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 9 6 -1 7 10 -8 13 11 -3 -12 -4 15 -10
right_child=-2 2 3 -5 -6 -7 8 -9 14 -11 12 -13 -14 -15 -16 -17
leaf_value=0.0011192710601382501 0.00024303649365821624 0.0010496330167500995 0.0012682430813052341 0.0016914093600575732 0.00083106136196878461 0.00043256952506311581 0.00071468389038361994 0.0021786357694602207 0.0015737391668000193 0.00062956239037249633 0.0015236072808757937 0.0014372983844595077 0.0017897643015104428 0.00081546688312951856 0.0016641422987649982 0.0013373213566333861
leaf_weight=52 88 55 71 58 55 94 58 64 57 85 837 354 104 52 72 176
leaf_count=52 88 55 71 58 55 94 58 64 57 85 837 354 104 52 72 176
internal_value=0 0.00137383 0.00142228 0.00106831 0.00147365 0.000677389 0.00149352 0.00153289 0.00134008 0.000894388 0.00150225 0.00138525 0.00155306 0.00107711 0.00145889 0.00139531
internal_weight=0 2244 2098 266 1832 146 1777 1414 363 208 1350 409 941 123 305 233
internal_count=2332 2244 2098 266 1832 146 1777 1414 363 208 1350 409 941 123 305 233
is_linear=0
shrinkage=0.0032998


Tree=5755
num_leaves=26
num_cat=0
split_feature=1 1 4 457 2 2 14 2 15 1 15 1453 4 51 51 15 43 2 4 0 1 15 1 4 43
split_gain=15.3013 3.89411 1.7927 1.71828 1.22261 0.914433 1.19366 0.736209 0.579 0.489043 0.423381 0.418123 0.410209 0.435013 0.387246 0.350008 0.276496 0.263316 0.535319 0.363465 0.239536 0.188465 0.146904 0.0776766 0.058102
threshold=0.10114000000000002 0.12500000000000003 0.053255000000000004 0.080930000000000016 0.11728500000000001 0.093365000000000017 0.076175000000000007 0.14307 -0.093124999999999986 0.086255000000000012 -0.13800499999999996 -0.0017099999999999999 -0.016164999999999995 -0.085574999999999984 -0.030684999999999994 -0.042294999999999992 -0.073574999999999988 0.098365000000000022 -0.072054999999999994 -0.049024999999999992 0.091785000000000019 -0.019239999999999997 0.10720500000000001 -0.044024999999999988 -0.079854999999999995
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=2 3 5 4 15 6 11 10 -4 17 -3 -1 14 -14 -13 16 -2 18 -7 23 -16 -15 -17 -19 -10
right_child=1 7 8 -5 -6 9 -8 -9 24 -11 -12 12 13 21 20 22 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0011541587936833503 0.00092464741859154642 0.00040470369636885886 0.0012972921162757588 0.00046536588536186989 0.000652221485704669 0.0017084655674600541 0.0019599826045810643 0.00016901402828186539 0.0010409473824073438 0.00099632485273184633 0.00079601369760887836 0.0011504607695604022 0.001811172743523692 0.001441099518216932 0.0014636619201308975 0.0011885875084702282 0.0012147050850522599 0.0014472318277336936 0.0012665285080985203 0.0010177177187363281 0.0012717020024410311 0.0016332627033692313 0.0014349961178720151 0.0012767179307062897 0.00088870907218650992
leaf_weight=52 81 73 95 63 64 52 52 85 52 57 52 57 61 192 545 60 67 53 73 53 85 84 52 83 72
leaf_count=52 81 73 95 63 64 52 52 85 52 57 52 57 61 192 545 60 67 53 73 53 85 84 52 83 72
internal_value=0 0.000768612 0.00138201 0.000964995 0.00106204 0.00142283 0.00146978 0.000406537 0.00110242 0.00127998 0.000567771 0.00144606 0.00146085 0.00155619 0.00141403 0.00116278 0.0010562 0.00133136 0.00145066 0.00125228 0.00143782 0.00149971 0.00130331 0.00134343 0.000952835
internal_weight=0 597 1718 387 324 1499 1128 210 219 371 125 1076 1024 337 687 260 148 314 125 189 630 276 112 136 124
internal_count=2315 597 1718 387 324 1499 1128 210 219 371 125 1076 1024 337 687 260 148 314 125 189 630 276 112 136 124
is_linear=0
shrinkage=0.0032998


Tree=5756
num_leaves=26
num_cat=0
split_feature=4 3 156 15 4 4 376 4 1213 15 49 49 156 43 15 3 399 3 43 3 4 4 51 4 43
split_gain=0.55434 0.416981 0.525195 0.380104 0.643164 0.280297 0.241242 0.392655 0.201023 0.169536 0.13153 0.198859 0.128132 0.149292 0.104027 0.208145 0.154551 0.103181 0.176777 0.101745 0.190345 0.0958914 0.0958269 0.0752616 0.043425
threshold=-0.51003499999999991 -0.049204999999999992 0.094415000000000013 -0.025694999999999999 -0.057539999999999994 0.053255000000000004 0.084815000000000015 0.50373500000000015 -0.075639999999999985 -0.11399999999999998 -1.0000000180025095e-35 0.091085000000000013 -0.07414999999999998 -0.082354999999999984 0.087960000000000024 -0.082709999999999992 1.0000000180025095e-35 -0.088654999999999998 -0.14265999999999998 -0.080564999999999984 -0.082509999999999986 -0.013125 0.084970000000000018 0.066275000000000014 -0.065804999999999989
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=-1 5 3 6 -5 8 7 10 19 -7 22 -12 -10 17 16 -16 -15 18 -14 20 -2 -19 -3 -11 -25
right_child=1 2 -4 4 -6 9 -8 -9 12 23 11 -13 13 14 15 -17 -18 21 -20 -21 -22 -23 -24 24 -26
leaf_value=0.025451491313364077 0.0091177058156480251 0.002477665756700209 0.019955753553678419 0.0075162574424872657 -0.015814671139173991 0.011294280028811703 -0.0042796430902818103 -0.0049762424392753206 0.004600377757733371 -0.0023924267263526816 0.021526148967201075 0.0086130338446904695 0.01705258214617425 0.010402060335486284 0.020208543083499876 0.010419214841580997 0.00074570322646247791 0.021572279721967371 0.0056513499786981381 0.012387411512487073 -0.0021929774024419643 0.014289980567796443 0.011738287743777949 0.0016772737363459735 0.0080318564939979888
leaf_weight=57 99 78 58 64 70 85 58 59 66 65 56 87 83 381 88 210 54 93 73 60 73 120 54 66 58
leaf_count=57 99 78 58 64 70 85 58 59 66 65 56 87 83 381 88 210 54 93 73 60 73 120 54 66 58
internal_value=0 0.00862975 0.00475196 0.00307208 -0.00465813 0.0099815 0.00571914 0.00746083 0.010946 0.0050469 0.0101357 0.0136825 0.0118466 0.0122789 0.0108803 0.0133161 0.00920747 0.0150524 0.0117289 0.00640435 0.0043068 0.017478 0.00627971 0.00222773 0.00466407
internal_weight=0 2258 584 526 134 1674 392 334 1400 274 275 143 1168 1102 733 298 435 369 156 232 172 213 132 189 124
internal_count=2315 2258 584 526 134 1674 392 334 1400 274 275 143 1168 1102 733 298 435 369 156 232 172 213 132 189 124
is_linear=0
shrinkage=0.16829


Tree=5757
num_leaves=23
num_cat=0
split_feature=1 1 12 1 124 4 11 4 51 49 4 12 13 4 3 50 1 1 12 130 13 133
split_gain=25.4482 4.74629 2.59884 2.10782 1.68813 1.16649 1.13909 0.708333 0.598369 0.589643 0.518633 0.348067 0.343715 0.267141 0.206595 0.199581 0.215956 0.160695 0.0759522 0.0651154 0.105445 0.0265382
threshold=0.10538500000000002 0.12500000000000003 0.087245000000000003 0.091275000000000009 -1.0000000180025095e-35 0.27552000000000004 1.0000000180025095e-35 0.053255000000000004 0.11548000000000001 -0.0087399999999999995 0.022635000000000006 0.094435000000000005 -0.099939999999999987 0.14871000000000004 0.0025650000000000004 0.095140000000000016 0.086510000000000017 0.093700000000000019 0.094435000000000005 0.078550000000000023 -0.059914999999999989 0.085720000000000018
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 6 -5 -3 7 8 11 -6 -4 15 -7 21 -2 16 -1 -11 -19 20 -13 -9
right_child=1 5 10 4 9 12 -8 13 -10 17 -12 19 -14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0020693681711096918 0.0010159399506593089 0.0010531402100393457 0.0019764408611453324 0.0011694467539687982 0.0015053299423426925 0.00033992716064922397 0.0024233988809238436 0.0017492948230099356 0.0016841542624584794 0.0017697336428586844 0.0015465821448751567 0.0019697067872972238 0.00068988152240814923 0.0019492994202720143 0.0012473419102729832 0.0022074434416843288 0.0019121923661407356 0.0020681745384876151 0.0018982368080101475 0.0020075282085663575 0.0017872823573202826 0.0016246348237467562
leaf_weight=740 87 82 61 52 52 52 71 53 56 71 64 75 76 77 87 102 117 58 79 72 79 52
leaf_count=740 87 82 61 52 52 52 71 53 56 71 64 75 76 77 87 102 117 58 79 72 79 52
internal_value=0 0.00112598 0.00139316 0.00196153 0.00171409 0.000745406 0.00201319 0.00199269 0.00202112 0.00182288 0.00175664 0.00203701 0.000547988 0.00179868 0.00113184 0.00206495 0.00204795 0.0019021 0.00197044 0.0019183 0.00187635 0.00168789
internal_weight=0 509 299 1806 312 210 1494 1423 1241 260 125 1185 128 182 174 959 857 208 137 226 154 105
internal_count=2315 509 299 1806 312 210 1494 1423 1241 260 125 1185 128 182 174 959 857 208 137 226 154 105
is_linear=0
shrinkage=0.0032998


Tree=5758
num_leaves=22
num_cat=0
split_feature=1 4 12 4 4 52 150 456 51 133 4 1213 43 4 12 4 12 1 4 12 132
split_gain=0.490842 0.366091 0.195975 0.303676 0.631256 0.3731 0.352782 0.191453 0.174373 0.161413 0.176098 0.183706 0.15801 0.187051 0.194179 0.129004 0.124289 0.0961508 0.0935054 0.0753264 0.0749029
threshold=0.12475000000000001 -0.51003499999999991 0.082780000000000006 -0.0047649999999999993 -0.15333499999999997 -0.085009999999999988 0.091105000000000005 0.087225000000000011 -0.032359999999999993 -0.0081099999999999974 -0.082869999999999985 -0.085049999999999987 0.058500000000000003 0.03851000000000001 0.096915000000000015 -0.15618499999999999 0.087965000000000015 0.13976500000000003 0.04105000000000001 -0.065214999999999981 -1.0000000180025095e-35
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 -1 3 4 -3 -6 18 9 -2 10 20 -12 13 15 -15 -11 -13 -10 -5 -20 -4
right_child=8 2 7 6 5 -7 -8 -9 17 12 11 16 -14 14 -16 -17 -18 -19 19 -21 -22
leaf_value=0.023335254379569469 0.0094155097351882357 0.015071279619799283 0.012815967426703344 0.018497359545746016 0.006427093599499673 -0.011180965644141672 -0.00048731460987118809 0.017847058413639236 -0.0056154676372541321 0.0020516231298792539 0.0039187426192949428 0.019977518126927416 0.016431454229836107 0.0070174435757042871 -0.0057108818784420458 0.0096568019480247017 0.010780593731667624 0.0026603804147527282 0.015813022385588602 0.0076833226798672504 0.02132317507251464
leaf_weight=54 54 67 52 70 54 92 68 88 83 70 93 53 67 94 53 711 206 76 54 84 72
leaf_count=54 54 67 52 70 54 92 68 88 83 70 93 53 67 94 53 711 206 76 54 84 72
internal_value=0 0.00963587 0.00927378 0.00632467 0.0015408 -0.00465609 0.0100101 0.0101977 0.00114809 0.00973882 0.0122961 0.0103626 0.00851363 0.00794004 0.0024161 0.00897746 0.0126695 -0.00164842 0.0134505 0.0108775 0.0177701
internal_weight=0 2102 2048 489 213 146 276 1559 213 1471 476 352 995 928 147 781 259 159 208 138 124
internal_count=2315 2102 2048 489 213 146 276 1559 213 1471 476 352 995 928 147 781 259 159 208 138 124
is_linear=0
shrinkage=0.16829


Tree=5759
num_leaves=16
num_cat=0
split_feature=2 10 2 12 456 133 158 42 2 13 159 2 2 49 2
split_gain=0.336867 0.229696 0.1631 0.132882 0.126657 0.183434 0.154223 0.179902 0.309344 0.187538 0.126897 0.0912349 0.283247 0.0868375 0.0557336
threshold=0.13752500000000004 0.058500000000000003 -0.013254999999999998 1.0000000180025095e-35 0.083075000000000024 -0.010174999999999998 0.11174500000000002 0.082755000000000009 1.0000000180025095e-35 -0.04917499999999999 0.08573500000000002 0.092365000000000017 0.088665000000000008 -0.0096099999999999988 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 10 7 8 -7 -9 11 12 -4 -6 -13
right_child=3 -3 4 -5 13 6 -8 9 -10 -11 -12 14 -14 -15 -16
leaf_value=0.01602668577088542 0.0033943737745976491 -0.0029042849847629895 0.0086421114992313863 -0.0069643398370821874 0.0087394653505757751 -0.0044255427295679887 -0.0022000388683097267 0.0079925812168334335 0.0063335483893274406 0.018297453068080709 0.017802857992524641 0.0012671489441606835 0.021814427351262745 0.017361829475578971 0.0084214374577066195
leaf_weight=73 100 54 299 54 70 87 55 591 573 55 56 54 55 65 74
leaf_count=73 100 54 299 54 70 87 55 591 573 55 56 54 55 65 74
internal_value=0 0.00790903 0.00818701 -0.000226236 0.00790476 0.0075484 0.00650483 0.0068728 0.00491258 0.00887271 0.010185 0.00929624 0.0106937 0.0129043 0.00541726
internal_weight=0 2161 2107 154 2034 1899 1361 1306 660 646 538 482 354 135 128
internal_count=2315 2161 2107 154 2034 1899 1361 1306 660 646 538 482 354 135 128
is_linear=0
shrinkage=0.16829


Tree=5760
num_leaves=30
num_cat=0
split_feature=1 16 1 150 10 2 16 16 13 13 40 42 2 1455 43 133 159 159 43 13 43 393 42 16 13 13 16 16 2
split_gain=23.2219 3.25715 3.0275 2.85624 1.92415 1.11088 0.970786 1.25487 0.919962 0.530866 0.442433 0.363329 0.340935 0.314597 0.294502 0.388845 0.356671 0.402288 0.34442 0.274761 0.271479 0.19178 0.177286 0.156474 0.142543 0.140915 0.115884 0.0536046 0.0524726
threshold=0.10776500000000001 0.25155500000000003 0.089710000000000026 1.0000000180025095e-35 -1.0000000180025095e-35 0.094835000000000017 0.27776000000000006 -0.040964999999999994 -0.33260499999999998 0.016935000000000002 -1.0000000180025095e-35 0.10017000000000002 0.10904500000000002 0.081065000000000012 -0.090214999999999976 0.071360000000000021 -0.025079999999999995 -0.088129999999999986 0.0066850000000000008 -0.023454999999999997 0.085460000000000022 0.083525000000000016 0.077855000000000021 -0.116045 -0.010094999999999998 -0.082264999999999991 -0.082354999999999984 -0.083104999999999984 0.087435000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 -2 13 7 26 -6 11 -10 22 -12 14 15 -1 17 -16 21 -9 -20 -18 24 -14 -7 -24 -4 -5 -17
right_child=1 -3 3 27 8 9 -8 19 10 -11 12 -13 23 -15 16 28 18 -19 20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30
leaf_value=0.0012184357058312163 -2.4478891520969639e-05 0.0011669128389202007 0.0012649332750553615 0.00057915168303048772 0.0002484655251013506 0.0012107269349603139 0.0016303764503887033 0.0010776608388101906 0.00041251934048619124 0.0010724314612985284 0.00096628298851324246 0.0011657099427540888 0.00050840821650290058 0.0013096650074801194 0.0015207462573812195 0.0016091974572046573 0.0015327171478380706 0.001936873906880753 0.0011754310159499764 0.00073484169234357404 0.0014890084260003398 0.001731920073614243 0.0016527392675157037 0.00076201746817781393 0.0014554109744802884 0.001416721290517645 0.0014455104703297937 0.00073481216956660137 0.0014518399832427848
leaf_weight=78 81 78 73 52 82 56 70 52 59 90 53 78 52 88 52 52 519 52 52 52 77 62 52 57 54 68 97 52 58
leaf_count=78 81 78 73 52 82 56 70 52 59 90 53 78 52 88 52 52 519 52 52 52 77 62 52 57 54 68 97 52 58
internal_value=0 0.000551895 0.00137539 0.00113721 0.000426877 0.00144708 0.00128219 0.0011931 0.000547653 0.00129722 0.000658505 0.00136279 0.000747875 0.00150176 0.0015186 0.0013989 0.0015462 0.00172915 0.00151935 0.00090659 0.00136288 0.00155404 0.00142947 0.000641353 0.00133116 0.00151929 0.00136818 0.000657321 0.00152655
internal_weight=0 462 1936 448 384 1488 344 274 303 398 221 308 162 1090 1002 188 814 104 710 104 129 581 230 109 110 120 170 104 110
internal_count=2398 462 1936 448 384 1488 344 274 303 398 221 308 162 1090 1002 188 814 104 710 104 129 581 230 109 110 120 170 104 110
is_linear=0
shrinkage=0.0032998


Tree=5761
num_leaves=23
num_cat=0
split_feature=1 3 1 4 39 0 16 14 1 15 47 4 39 3 160 4 160 0 51 43 15 132
split_gain=17.7493 2.88492 2.23756 2.10795 1.61136 1.58483 0.986583 0.838246 0.719871 0.711648 0.889716 1.01094 0.554322 0.571975 0.41496 0.699751 0.363206 0.25021 0.370346 0.206746 0.203247 0.173175
threshold=0.10932500000000002 -0.049204999999999992 0.089710000000000026 0.30163500000000004 0.081875000000000017 0.036480000000000005 0.31615500000000002 0.062655000000000016 0.14741000000000001 0.08597500000000001 0.077555000000000013 -1.0000000180025095e-35 0.087880000000000014 0.31343500000000007 0.060610000000000004 0.020345000000000005 0.10460500000000002 -0.082234999999999989 0.084970000000000018 -0.040789999999999993 -0.065599999999999978 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 6 7 9 14 12 10 11 -4 13 -3 15 17 -16 18 -1 -11 -17 -19
right_child=1 8 4 -5 -6 -7 -8 -9 -10 19 -12 -13 -14 -15 16 20 -18 21 -20 -21 -22 -23
leaf_value=0.0016690616295991813 0.0015071957176670306 0.00097758019555064667 0.00070654747198146592 0.00069570023858163009 0.00088462151246146469 0.0011488404116971474 0.001744295826096949 0.001997615626229075 0.00023918574422880073 0.0013642585062860902 0.001459290154297864 0.0013364703212529797 0.00047850331457023739 0.00053823491290079886 0.001876452233805825 0.0014642763157705939 0.0015799130152446463 0.0015039631117820108 0.0014017987029029718 0.0016351868210495596 0.0012143560798720937 0.0017123547205475699
leaf_weight=545 82 82 59 61 78 88 76 58 53 58 82 53 100 54 98 84 88 343 65 72 66 53
leaf_count=545 82 82 59 61 78 88 76 58 53 58 82 53 100 54 98 84 88 343 65 72 66 53
internal_value=0 0.000777679 0.00151657 0.00116128 0.00131971 0.00157978 0.00140446 0.00160685 0.000587748 0.00132464 0.00119717 0.00100495 0.000665877 0.000803393 0.00158993 0.00156634 0.00173634 0.00159789 0.00164064 0.00151458 0.00135455 0.00153194
internal_weight=0 432 1966 143 478 1488 400 1400 289 324 194 112 236 136 1342 1156 186 1006 610 130 150 396
internal_count=2398 432 1966 143 478 1488 400 1400 289 324 194 112 236 136 1342 1156 186 1006 610 130 150 396
is_linear=0
shrinkage=0.0032998


Tree=5762
num_leaves=19
num_cat=0
split_feature=1 52 123 1 13 147 14 0 16 52 15 0 15 2 475 52 48 52
split_gain=27.774 4.13565 3.13887 2.4713 1.44444 1.3439 1.48081 0.930417 0.962933 1.19847 0.846712 1.03072 0.780633 1.39546 0.755486 0.527771 0.438604 0.368442
threshold=0.10776500000000001 -0.23925499999999997 1.0000000180025095e-35 0.13554500000000003 -0.08533499999999998 0.089365000000000014 0.076175000000000007 -0.066849999999999979 0.081265000000000018 0.022635000000000006 -0.19301999999999997 -0.13314999999999996 -0.24042999999999998 0.10859000000000001 -0.079274999999999984 0.11379500000000002 0.095425000000000024 -0.071919999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 12 -5 6 7 10 9 -9 -1 -12 -3 -14 -10 -13 -15 -16
right_child=1 3 -4 4 -6 -7 -8 8 14 -11 11 15 13 16 17 -17 -18 -19
leaf_value=0.0022722334613792072 0.001764439780109175 0.00070973034318590699 0.0012012684765405838 0.00010108564139936951 0.00077492236530435485 0.0013213637416394476 0.0023634682895549782 0.0010561947034903683 0.0021388759449006496 0.0017573229203606295 0.0014809473003452836 0.0018968703243251804 0.0014296708839684391 0.00062653722716451716 0.001806206854958097 0.0017169193950522113 0.001053771741156764 0.0014459759370987005
leaf_weight=53 53 87 92 72 67 56 58 54 52 53 81 1085 77 52 82 218 54 52
leaf_count=53 53 87 92 72 67 56 58 54 52 53 81 1085 77 52 82 218 54 52
internal_value=0 0.000896622 0.00179724 0.000784081 0.000426138 0.00182695 0.00184277 0.00182529 0.00165473 0.00140381 0.00186004 0.00184423 0.000968224 0.00109092 0.00179888 0.00186679 0.000844517 0.00166668
internal_weight=0 462 1936 409 139 1844 1788 1730 293 107 1437 1384 270 183 186 1303 106 134
internal_count=2398 462 1936 409 139 1844 1788 1730 293 107 1437 1384 270 183 186 1303 106 134
is_linear=0
shrinkage=0.0032998


Tree=5763
num_leaves=18
num_cat=0
split_feature=1 12 12 2 1 14 16 12 12 1456 393 2 4 4 48 1 481
split_gain=18.2849 3.41636 3.14028 2.56033 2.13161 1.52751 1.02954 0.70078 0.631356 0.489717 0.47458 0.43384 0.419032 0.799829 0.396945 0.278586 0.272892
threshold=0.10892500000000001 -0.007389999999999999 -0.042789999999999988 0.14307 0.092655000000000015 0.062655000000000016 0.062365000000000011 0.054520000000000006 0.11844 0.085185000000000011 0.098330000000000015 0.10912000000000001 -0.21586499999999997 0.0014100000000000002 0.083570000000000019 0.12835000000000002 -0.081334999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 15 6 -1 7 11 12 9 10 14 -4 -3 -14 -9 -2 -11
right_child=2 5 3 -5 -6 -7 -8 8 -10 16 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0011968574949094328 0.00032199774008024874 0.0013147507592279617 0.00095860692775809157 7.4386496441697527e-05 0.00042505377342775814 0.0017902528945167168 0.0012013507894390579 0.0013007357599908293 0.00096100580462536408 0.0016976202373446146 0.0015944304567876517 0.00058760253963840254 0.000651716988569317 0.0012108662881798503 0.0011283604781608513 3.7164748054609452e-05 0.0013664585293578185
leaf_weight=73 59 52 54 54 84 65 72 1174 60 52 55 97 52 61 170 103 61
leaf_count=73 59 52 54 54 84 65 72 1174 60 52 55 97 52 61 170 103 61
internal_value=0 0.00125157 0.000506329 0.000719791 0.000784142 0.00129227 0.000875919 0.00127362 0.00129519 0.00130843 0.00129139 0.000720513 0.00106782 0.00095387 0.00127896 0.000141118 0.00151916
internal_weight=0 1959 439 277 157 1802 223 1737 1572 1512 1399 151 165 113 1344 162 113
internal_count=2398 1959 439 277 157 1802 223 1737 1572 1512 1399 151 165 113 1344 162 113
is_linear=0
shrinkage=0.0032998


Tree=5764
num_leaves=25
num_cat=0
split_feature=4 3 3 43 3 0 52 0 48 4 1419 3 52 15 15 43 52 15 43 15 123 52 51 3
split_gain=14.8785 6.46481 2.66478 2.05661 1.45925 0.744964 0.719468 0.70818 0.655238 0.600789 0.707039 0.726503 1.0497 0.973838 0.490619 0.371331 0.352515 0.338592 0.319215 0.275366 0.261503 0.12566 0.176487 0.0619911
threshold=0.36766000000000004 -0.06340999999999998 0.30112000000000005 -0.040789999999999993 0.31840500000000005 -0.10803999999999998 -0.0065299999999999993 -0.14582499999999995 0.08796000000000001 0.0030100000000000001 0.082370000000000013 -0.095764999999999989 -0.099329999999999988 0.076335000000000014 -0.064999999999999988 0.055170000000000004 0.11483500000000001 -0.031659999999999994 0.091510000000000022 -0.46503999999999995 1.0000000180025095e-35 0.022635000000000006 -0.10593999999999999 -0.080804999999999974
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 7 3 8 5 -2 17 -1 20 10 11 12 -9 -14 -8 16 -13 -5 -17 -7 -3 22 -11 -24
right_child=4 2 -4 6 -6 19 14 9 -10 21 -12 15 13 -15 -16 18 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=0.0022108128426442169 0.0012932309376814924 0.0015225756204474889 0.00074540239457619782 0.0016674798944372733 0.00041630941127831871 0.0010684246805875968 0.001695297608926901 0.0019649106947239982 0.00091424627918930965 0.0017718880170728422 0.0021978795495133435 0.0019242585653363369 0.0012821249840901075 0.0018349026938373344 0.0013166462570573267 0.0015055580292411305 0.0017476990252249574 0.002006362559958706 0.0018348179306872615 0.00076154219175322228 0.0011907715427978928 0.0017703746143144128 0.0014424727227994876 0.0016151676918361546
leaf_weight=53 74 52 59 65 54 53 76 81 58 52 61 738 91 57 76 54 154 68 86 84 55 92 52 53
leaf_count=53 74 52 59 65 54 53 76 81 58 52 61 738 91 57 76 54 154 68 86 84 55 92 52 53
internal_value=0 0.00173077 0.00140598 0.00149251 0.00090144 0.00102543 0.00166257 0.00183255 0.00119856 0.00181976 0.00184802 0.00183107 0.00166153 0.00149526 0.0015062 0.00186865 0.00189382 0.00184101 0.00170807 0.00088052 0.00135235 0.0016696 0.00161033 0.00152998
internal_weight=0 2133 509 450 265 211 285 1624 165 1571 1322 1261 229 148 152 1032 892 133 140 137 107 249 157 105
internal_count=2398 2133 509 450 265 211 285 1624 165 1571 1322 1261 229 148 152 1032 892 133 140 137 107 249 157 105
is_linear=0
shrinkage=0.0032998


Tree=5765
num_leaves=16
num_cat=0
split_feature=2 13 30 49 11 11 2 1429 2 13 13 3 3 42 3
split_gain=0.929759 0.447645 0.437813 0.297064 0.422507 0.336306 0.340351 0.335707 0.267529 0.263217 0.235661 0.215653 0.161991 0.102143 0.0563751
threshold=0.11866500000000001 -0.093039999999999984 0.086065000000000016 0.082565000000000013 0.085155000000000022 1.0000000180025095e-35 0.11123500000000001 0.084690000000000015 -0.0091949999999999983 0.059130000000000009 -0.0034149999999999996 -0.049204999999999992 -0.065259999999999999 0.08400500000000001 -0.081444999999999976
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 7 8 -1 11 12 -3 13 -5 -15
right_child=1 9 -4 10 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=0.0019484157169915328 -0.0090484002670955885 0.018109513350129048 -0.0022274856513169626 0.022557497717906258 -0.00039169879384566954 0.024527639601231326 0.0014169060967698195 -0.0002831940789162396 0.013472021345191595 -0.003130838058965271 0.024727001249692473 0.005004702576069984 0.0061525151640822702 0.010794931303779296 0.017414009576938311
leaf_weight=60 75 56 57 61 77 62 84 56 1329 63 88 99 52 71 80
leaf_count=60 75 56 57 61 77 62 84 56 1329 63 88 99 52 71 80
internal_value=0 0.00215675 0.012291 0.0127016 0.0117606 0.0123499 0.0118549 0.0124605 0.0129755 0.00601998 0.0171553 0.00975094 0.0146246 0.0166942 0.0143136
internal_weight=0 293 2077 2020 1668 1591 1529 1445 1389 218 352 155 264 212 151
internal_count=2370 293 2077 2020 1668 1591 1529 1445 1389 218 352 155 264 212 151
is_linear=0
shrinkage=0.16829


Tree=5766
num_leaves=13
num_cat=0
split_feature=2 123 3 40 11 2 40 1452 160 151 0 15
split_gain=0.668262 0.326965 0.223418 0.204447 0.29997 0.186913 0.185504 0.166458 0.206337 0.173805 0.0772713 0.0597779
threshold=0.13631000000000001 0.081990000000000021 0.11745500000000002 -0.0057599999999999986 0.093740000000000018 0.16730000000000003 -0.081029999999999977 0.087755000000000014 0.14472000000000004 0.084350000000000008 -0.057279999999999991 -0.083029999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 10 -3 8 9 -5 -2 -4
right_child=5 6 11 4 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.021086479865234563 -0.0013781158237580265 0.0073991374177692151 0.0068539526679994092 0.0099427057754976483 -0.0016910448189565613 -0.0094526578716387279 -0.0044426282061647004 0.018802576977698118 0.018888845133941901 0.019514839752572205 0.0073432792828798613 -0.0010105562304638914
leaf_weight=55 61 90 57 1617 54 52 64 75 83 56 54 52
leaf_count=55 61 90 57 1617 54 52 64 75 83 56 54 52
internal_value=0 0.00995992 0.0105223 0.0109392 0.0106421 -0.00107225 0.00246622 0.0110069 0.0106729 0.0102642 0.00270153 0.00308559
internal_weight=0 2203 2049 1940 1885 167 154 1831 1756 1673 115 109
internal_count=2370 2203 2049 1940 1885 167 154 1831 1756 1673 115 109
is_linear=0
shrinkage=0.16829


Tree=5767
num_leaves=21
num_cat=0
split_feature=4 3 48 3 123 51 14 3 42 12 4 11 3 11 393 12 12 160 3 1447
split_gain=7.74719 2.97816 1.62139 0.905458 1.04169 0.796906 0.569265 0.422154 0.580289 0.31603 0.241127 0.25673 0.704972 0.293737 0.220389 0.229235 0.209252 0.180161 0.189732 0.16419
threshold=0.30163500000000004 -0.065259999999999999 0.08955500000000001 0.11372500000000001 1.0000000180025095e-35 0.094405000000000017 -0.45687499999999998 0.12566000000000002 0.090295000000000014 0.095175000000000023 0.05864500000000001 1.0000000180025095e-35 -0.11255999999999998 0.085155000000000022 0.097165000000000015 0.083785000000000012 0.096265000000000003 -0.021849999999999998 0.0012800000000000001 -0.085539999999999991
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 10 3 4 9 -4 -2 8 -8 17 11 12 -1 -13 15 -14 -12 -3 -19 -17
right_child=6 2 5 -5 -6 -7 7 -9 -10 -11 16 13 14 -15 -16 19 -18 18 -20 -21
leaf_value=0.00068560444244929403 0.00061873151785450339 0.00091015845930860666 0.00062599467223730721 0.00043492463481561549 0.00052260040145755331 0.00014340283876844101 0.00050960880365590305 -1.8195530163024326e-05 9.2035353920726583e-05 0.00082306070191035148 0.00095934239432619167 0.001325635653979512 0.0011867106096895999 0.0010008393672355819 0.0012122163482927864 0.00082235950519786341 0.00069964304462970988 0.00099775566473314127 0.0012704670324671465 0.001000552153453928
leaf_weight=77 52 55 88 56 67 65 81 54 66 88 97 58 71 67 59 62 54 54 62 1037
leaf_count=77 52 55 88 56 67 65 81 54 66 88 97 58 71 67 59 62 54 54 62 1037
internal_value=0 0.000921769 0.000708712 0.000823775 0.000890463 0.000421202 0.00031059 0.000230697 0.000322366 0.000985488 0.000993799 0.00100719 0.000993314 0.00115183 0.00101256 0.00100247 0.000866703 0.00106887 0.00114382 0.000990531
internal_weight=0 2117 535 382 326 153 253 201 147 259 1582 1431 1306 125 1229 1170 151 171 116 1099
internal_count=2370 2117 535 382 326 153 253 201 147 259 1582 1431 1306 125 1229 1170 151 171 116 1099
is_linear=0
shrinkage=0.0032998


Tree=5768
num_leaves=23
num_cat=0
split_feature=1 51 4 0 2 16 4 150 52 159 14 3 3 12 16 3 42 12 402 4 15 1185
split_gain=0.7267 0.375885 0.263416 0.486427 0.308492 0.449888 0.211372 0.221434 0.201693 0.28443 0.194025 0.291507 0.204396 0.313396 0.234212 0.18242 0.161752 0.10657 0.108938 0.156488 0.0968499 0.0935295
threshold=0.096255000000000021 -0.06512999999999998 -0.15618499999999999 -0.0042749999999999993 1.0000000180025095e-35 -0.065564999999999984 0.45363500000000007 0.088135000000000005 -0.41304999999999997 0.097810000000000022 0.062655000000000016 -0.12077499999999998 0.095555000000000015 0.083785000000000012 -0.023519999999999996 -0.020854999999999995 0.092160000000000006 0.084160000000000013 0.090075000000000002 -0.080659999999999996 -0.014614999999999998 0.084795000000000009
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=10 8 -3 4 15 6 7 -6 -2 -10 11 -1 13 14 -13 16 -4 -15 21 -20 -16 -19
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 -12 12 -14 17 20 -17 -18 18 19 -21 -22 -23
leaf_value=0.00043320940552892581 0.019028251317350087 0.012674296990943074 0.01857319338677561 -0.014664574982167215 -0.0087105044660660495 -0.015494258261213706 0.010724548937506866 0.0051246969668252039 -0.0023789424516923513 0.014872194192474698 0.019258406563724205 0.010349810895271511 0.00014931471137516619 0.0028529244214775813 0.016420684557143388 0.00040596746835425872 0.0053006930595080985 0.0090078976551777393 0.021234456024266522 0.0099479723121038491 0.026357173430906312 0.016002103271249294
leaf_weight=91 54 52 52 56 64 53 56 67 53 55 63 92 55 63 53 63 53 1006 57 92 62 58
leaf_count=91 54 52 52 56 64 53 56 67 53 55 63 92 55 63 53 63 53 1006 57 92 62 58
internal_value=0 0.00354016 0.00131593 3.91392e-05 0.0020617 -0.00180392 0.00206662 -0.00162077 0.0106137 0.00638972 0.0100655 0.00970891 0.0102566 0.0106302 0.016716 0.00759471 0.0118909 0.00964151 0.00999261 0.0142777 0.0217934 0.00939085
internal_weight=0 678 516 464 408 240 187 131 162 108 1692 1629 1538 1483 207 168 105 1276 1213 149 115 1064
internal_count=2370 678 516 464 408 240 187 131 162 108 1692 1629 1538 1483 207 168 105 1276 1213 149 115 1064
is_linear=0
shrinkage=0.16829


Tree=5769
num_leaves=26
num_cat=0
split_feature=1 52 52 14 3 10 12 3 13 12 15 16 12 15 43 48 13 12 1212 13 483 12 15 13 52
split_gain=12.163 3.32175 1.63345 0.904004 0.896444 0.927991 0.86365 0.595609 0.826706 0.638432 0.590483 0.835373 0.540929 0.343159 0.268232 0.221364 0.183485 0.166438 0.215511 0.22667 0.178779 0.142143 0.119876 0.16026 0.0930049
threshold=0.10141500000000002 -0.41304999999999997 0.19121000000000002 0.062655000000000016 -0.049204999999999992 -0.011559999999999999 0.081095000000000014 0.085315000000000016 -0.28558999999999996 -0.082514999999999991 -0.10065999999999999 0.15454000000000004 0.091475000000000015 -0.083029999999999979 0.0035900000000000007 0.081735000000000016 -0.078624999999999987 0.083785000000000012 0.040035000000000008 -0.021674999999999996 0.092420000000000016 0.11628000000000001 0.097545000000000007 0.019675000000000002 0.084755000000000011
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 4 6 13 -6 10 9 -9 -7 -1 15 14 -3 17 -12 -14 -8 20 -20 -19 22 23 -18 -16
right_child=1 2 -4 -5 5 7 12 8 -10 -11 11 -13 16 -15 24 -17 21 18 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0014585222941141452 0.0014390246266274738 0.00071323224758547963 0.0012326137216363497 0.0017148828615798236 0.00014528523022183648 0.00065370181253542286 0.0016056415935328506 0.00052218836902528183 0.0010103934385626799 0.00019082355985847321 0.00079329445024449766 0.0013639155958016041 0.001416343084116064 0.0010656344796643824 0.0013420314011288637 0.0010748992993637194 0.001250976386720005 0.0014616108041642845 0.0011419491541334397 0.0014194623965338832 0.0012536818756811216 0.0010912315225363272 0.0011543631770280002 0.0014133532449439694 0.0011493027683381798
leaf_weight=52 76 66 56 68 53 78 57 77 75 56 78 66 88 57 69 52 235 533 61 73 52 58 83 99 52
leaf_count=52 76 66 56 68 53 78 57 77 75 56 78 66 88 57 69 52 235 533 61 73 52 58 83 99 52
internal_value=0 0.000794363 0.000699711 0.00134 0.000635041 0.000547209 0.00132506 0.000621568 0.000763311 0.000460523 0.00114411 0.00106051 0.00135577 0.000876827 0.00140647 0.000906207 0.00127493 0.00142935 0.00141532 0.00129339 0.00144319 0.00124865 0.00127047 0.00129921 0.0012595
internal_weight=0 594 518 1776 462 339 1708 286 152 134 248 196 1460 123 897 130 563 776 719 134 585 475 417 334 121
internal_count=2370 594 518 1776 462 339 1708 286 152 134 248 196 1460 123 897 130 563 776 719 134 585 475 417 334 121
is_linear=0
shrinkage=0.0032998


Tree=5770
num_leaves=28
num_cat=0
split_feature=1 3 2 15 2 34 123 42 3 48 15 2 42 42 2 133 15 15 1456 3 1 133 15 1 15 15 3
split_gain=9.37987 2.36695 1.03555 0.853521 0.757611 0.580919 0.512119 0.494077 0.46237 0.337701 0.346776 0.299004 0.264637 0.325541 0.227647 0.217842 0.167354 0.343975 0.134421 0.200242 0.202204 0.132629 0.113564 0.0963685 0.0725945 0.0555404 0.0549689
threshold=0.098370000000000027 -0.049204999999999992 0.14530500000000005 -0.086599999999999996 0.093255000000000018 -0.038779999999999995 0.084995000000000015 0.090625000000000025 0.13772500000000001 0.084965000000000027 -0.095804999999999987 0.12330500000000001 0.089905000000000013 0.087865000000000013 0.083365000000000009 0.022390000000000004 0.083885000000000015 -0.030229999999999996 -0.077349999999999988 -0.078484999999999985 0.088950000000000015 0.091535000000000019 -0.094924999999999995 0.092730000000000021 -0.075694999999999985 0.088795000000000013 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 9 -3 8 -5 24 12 -11 15 13 18 23 16 17 22 -1 20 -20 -17 -6 -14 -7 -16 -23
right_child=1 2 -4 7 11 6 -8 -9 -10 10 -12 -13 14 -15 25 21 -18 -19 19 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=0.0010503397967202722 0.00062774748535362709 0.00025726777851494618 8.6843394191554285e-05 0.0012082926288479229 0.0011135864952541521 0.00072949088133574761 0.00037300442190922427 0.00082083308054384024 0.00046015232650297556 0.0011425547132042457 0.00083167450314629331 0.00075712268015896099 0.00085792779559676683 0.0014007597877527254 0.0012566118957707689 0.0012228617620777549 0.0011065311434935105 0.00068083866311289382 0.0011890172393819007 0.0013530865502381635 0.0009695008544999918 0.00099067189613103422 0.00090717725966399745 0.0010560228038679139 0.00089333536073509857 0.0011018336238380418 0.001126279689146968
leaf_weight=89 87 62 65 84 54 59 70 64 58 89 72 53 55 78 52 67 59 55 536 76 52 96 71 59 68 64 59
leaf_count=89 87 62 65 84 54 59 70 64 58 89 72 53 55 78 52 67 59 55 536 76 52 96 71 59 68 64 59
internal_value=0 0.000627402 0.000466904 0.000888146 0.00110124 0.000544724 0.000614477 0.00104098 0.000705654 0.00114613 0.00100375 0.000994427 0.00116771 0.00119548 0.00106721 0.00102163 0.000951383 0.000900332 0.00117417 0.00119071 0.00116966 0.0010971 0.000996628 0.00096076 0.000817496 0.00117152 0.00104252
internal_weight=0 617 382 235 1736 317 255 148 185 1222 161 514 1061 831 230 461 239 180 753 664 588 222 125 114 127 116 155
internal_count=2353 617 382 235 1736 317 255 148 185 1222 161 514 1061 831 230 461 239 180 753 664 588 222 125 114 127 116 155
is_linear=0
shrinkage=0.0032998


Tree=5771
num_leaves=29
num_cat=0
split_feature=1 52 52 3 2 15 150 0 2 3 15 3 2 1 13 51 4 0 4 160 2 15 15 403 13 1 2 13
split_gain=11.807 3.23414 2.12021 1.24152 1.03156 0.580399 0.510972 0.495461 0.395486 0.304829 0.264042 0.275362 0.260155 0.29346 0.243634 0.185597 0.206321 0.181637 0.224871 0.182338 0.171464 0.171012 0.23558 0.159421 0.15665 0.127034 0.0686226 0.0181432
threshold=0.098370000000000027 -0.41304999999999997 0.19121000000000002 0.32329500000000005 0.093255000000000018 -0.076519999999999991 0.086615000000000011 -0.076539999999999983 0.12330500000000001 0.081640000000000004 0.041820000000000003 -0.012374999999999999 0.099675000000000014 0.11203500000000001 -0.092879999999999976 0.020580000000000005 0.053255000000000004 -0.084044999999999995 -0.015464999999999998 -0.0031399999999999996 0.10364000000000001 -0.026169999999999995 -0.086189999999999989 -0.085464999999999985 -0.0074049999999999993 0.088885000000000006 0.096930000000000016 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 12 -7 9 10 14 11 15 -3 -14 27 16 20 21 19 -19 -6 22 -16 -23 -15 -9 -12 -1
right_child=1 2 -4 -5 8 6 -8 25 -10 -11 26 -13 13 24 17 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28 -29
leaf_value=0.0011304396777112619 0.0011953581262875812 0.00054294301792997982 0.001085474433019756 -1.1320623054562109e-05 0.0010712330028252372 0.00081287965950339609 0.00040841705300957612 0.0010951762346602251 0.00074414890730503159 0.00097474129481681115 0.0010938913969942589 0.00080517291566167609 0.00012262178552274074 0.00029791497494676794 0.0012767829802114363 0.00086959792263209123 0.00097066846999239618 0.00098245951458738353 0.0013893742391196417 0.0011937681564007457 0.0013268955139739305 0.0012183377408751007 0.0010238297350010626 0.0013882909026778495 0.00054800239487086671 0.00088867636151939962 0.001256317233163852 0.0010302235872021448
leaf_weight=54 88 96 62 59 70 94 54 79 53 55 61 66 53 56 178 54 93 56 55 267 52 89 54 220 55 60 65 55
leaf_count=54 88 96 62 59 70 94 54 79 53 55 61 66 53 56 178 54 93 56 55 267 52 89 54 220 55 60 65 55
internal_value=0 0.00060931 0.000511754 0.00043551 0.00114089 0.000500211 0.000665544 0.00119323 0.0010164 0.00121719 0.00104763 0.000998501 0.000405964 0.000325566 0.00123012 0.0010458 0.0010899 0.00124787 0.00119111 0.00115724 0.00118049 0.00128746 0.00121806 0.00133945 0.00042215 0.00100629 0.00117796 0.0010802
internal_weight=0 617 529 467 1736 408 148 1222 514 1083 461 335 260 164 1028 269 215 919 378 323 122 541 232 309 111 139 126 109
internal_count=2353 617 529 467 1736 408 148 1222 514 1083 461 335 260 164 1028 269 215 919 378 323 122 541 232 309 111 139 126 109
is_linear=0
shrinkage=0.0032998


Tree=5772
num_leaves=24
num_cat=0
split_feature=4 12 150 1 1 12 150 12 1 0 160 1 1 4 4 483 4 2 12 474 16 2 12
split_gain=15.7399 4.99312 2.6598 2.59242 1.51663 1.1622 0.481975 0.480246 0.483246 0.336449 0.308487 0.411421 0.290551 0.290095 0.371072 0.288158 0.286422 0.245089 0.244486 0.267528 0.18408 0.108527 0.0766906
threshold=0.30163500000000004 1.0000000180025095e-35 0.083435000000000023 0.12007000000000002 0.10374500000000002 0.11769500000000001 0.091105000000000005 0.091515000000000013 0.089790000000000023 0.04939000000000001 -0.017749999999999998 0.078015000000000015 0.14566000000000004 -0.16772499999999999 -1.0000000180025095e-35 0.092420000000000016 -0.014099999999999998 0.11500500000000001 0.083825000000000024 0.085165000000000018 -0.013024999999999998 0.087830000000000005 0.09697500000000002
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=1 2 4 17 13 7 -4 8 15 10 11 -9 -5 -1 -15 18 21 -2 20 -20 -3 -12 -18
right_child=3 5 6 12 -6 -7 -8 9 -10 -11 16 -13 -14 14 -16 -17 22 -19 19 -21 -22 -23 -24
leaf_value=0.0014391665786849298 0.00088803042617239495 0.0014112238444164568 0.00069680066400368659 0.00018518926962741362 0.00074147575897224726 0.00094684796027690856 0.00027620858675746061 0.0012433833537544958 0.0011541281058543719 0.0015107149976338445 0.0014186779611641465 0.00087298059664413067 -0.00012450748845891507 0.000955418306689113 0.0013046896192364283 0.0011683659288997956 0.0012458750162349999 0.00057738436878601595 0.0014275183886179399 0.0016503995576054595 0.0011375443131809528 0.0012872676540778825 0.001076307357180308
leaf_weight=61 59 58 64 87 96 87 56 92 90 58 132 52 53 57 83 52 60 54 645 67 54 168 68
leaf_count=61 59 58 64 87 96 87 56 92 90 58 132 52 53 57 83 52 60 54 645 67 54 168 68
internal_value=0 0.00123949 0.000915966 0.000368065 0.00108358 0.00131963 0.000500818 0.00133993 0.00138655 0.00126839 0.00124376 0.00110987 6.76953e-05 0.0012468 0.00116274 0.00141039 0.00128872 0.000739892 0.00142562 0.00144854 0.00127959 0.00134521 0.00115607
internal_weight=0 2100 417 253 297 1683 120 1596 966 630 572 144 140 201 140 876 428 113 824 712 112 300 128
internal_count=2353 2100 417 253 297 1683 120 1596 966 630 572 144 140 201 140 876 428 113 824 712 112 300 128
is_linear=0
shrinkage=0.0032998


Tree=5773
num_leaves=25
num_cat=0
split_feature=4 12 12 3 123 3 12 39 4 11 51 12 12 49 49 4 133 3 133 3 132 16 4 51
split_gain=15.0216 5.16037 1.62907 1.352 1.65251 0.829329 0.725311 0.689714 0.577292 0.809495 0.528607 0.30146 0.28273 0.257303 0.252763 0.465686 0.201016 0.176413 0.155794 0.142804 0.117914 0.113694 0.1091 0.0899971
threshold=0.30163500000000004 1.0000000180025095e-35 0.11769500000000001 0.11745500000000002 1.0000000180025095e-35 0.13524500000000003 0.090255000000000016 0.084155000000000021 0.053255000000000004 0.080455000000000013 -0.096089999999999981 0.083825000000000024 0.082530000000000006 -0.06017999999999999 -0.0087399999999999995 -1.0000000180025095e-35 0.085785000000000014 -0.10919499999999999 0.085880000000000012 -0.078254999999999977 -0.019049999999999997 -0.0017249999999999998 0.42953500000000006 -0.019069999999999997
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 3 6 4 10 7 11 22 9 17 -1 12 -3 -13 -12 -16 21 -8 -6 -10 -19 -15 -2 -18
right_child=5 2 -4 -5 18 -7 8 -9 19 -11 14 13 -14 16 15 -17 23 20 -20 -21 -22 -23 -24 -25
leaf_value=0.0015178147138221589 0.00087062218064858988 0.0015332753481852334 0.00097620695602518195 0.00060451779208154396 0.00088627774427522076 0.00014474778644847278 0.0011815275867364029 0.00036425368181105351 0.0010138381274834947 0.0017838006792362455 0.00096761550673771181 0.0013224574155057793 0.0012183657132170636 0.00153351629605207 0.0010485355448969361 0.0014676622191128878 0.0017668548172421099 0.0015344114668852269 0.0006328617437750553 0.0012561432434866108 0.0013664563908283578 0.0013736873453552897 0.00065714738489697385 0.0015968602343880256
leaf_weight=61 54 57 87 75 54 60 54 84 52 56 54 61 73 429 63 55 52 55 55 60 447 60 55 140
leaf_count=61 54 57 87 75 54 60 54 84 52 56 54 61 73 429 63 55 52 55 55 60 447 60 55 140
internal_value=0 0.00133571 0.00141718 0.0010068 0.00109491 0.000484366 0.0014412 0.000589764 0.00136348 0.00140359 0.00125203 0.00150568 0.00135671 0.00153174 0.00115756 0.00124419 0.00155043 0.00136524 0.000758731 0.00114396 0.00138493 0.00151398 0.000763229 0.00164308
internal_weight=0 2100 1683 417 342 253 1596 193 724 612 233 872 130 742 172 118 681 556 109 112 502 489 109 192
internal_count=2353 2100 1683 417 342 253 1596 193 724 612 233 872 130 742 172 118 681 556 109 112 502 489 109 192
is_linear=0
shrinkage=0.0032998


Tree=5774
num_leaves=15
num_cat=0
split_feature=4 42 3 457 2 1447 151 1 3 3 1 42 3 13
split_gain=0.579441 0.2992 0.400553 0.264026 0.208426 0.192017 0.2036 0.353545 0.196344 0.262197 0.198085 0.165912 0.0924356 0.0602283
threshold=0.25472500000000003 0.091090000000000018 0.13524500000000003 0.10823000000000001 0.14106500000000002 -0.085644999999999985 -0.086824999999999986 0.084525000000000003 -0.14162499999999997 -0.107915 0.081925000000000012 0.10432500000000001 -0.0035149999999999995 -0.0068799999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 5 -1 7 -7 10 -10 -8 -11 13 -2
right_child=1 -3 -4 -5 -6 6 8 -9 9 11 -12 -13 -14 -15
leaf_value=0.0052077628219108548 0.012466607075528536 -0.0042055125972669492 -0.004183360542490717 -8.1610078324038905e-05 0.0023925679477810641 0.015153844660938776 0.011892822616872783 -0.0014495951807049253 0.001679613220839934 0.013765319091821769 0.024825650684939176 0.0078819994262483446 0.017153971285459303 0.0045469204530313558
leaf_weight=102 58 90 63 52 62 71 59 74 59 1321 80 153 56 53
leaf_count=102 58 90 63 52 62 71 59 74 59 1321 80 153 56 53
internal_value=0 0.0040082 0.00723008 0.0117214 0.0120322 0.0123427 0.0127422 0.00666798 0.0132679 0.0127153 0.0193491 0.0131559 0.0115465 0.00870132
internal_weight=0 320 230 2033 1981 1919 1817 145 1672 1533 139 1474 167 111
internal_count=2353 320 230 2033 1981 1919 1817 145 1672 1533 139 1474 167 111
is_linear=0
shrinkage=0.16829


Tree=5775
num_leaves=18
num_cat=0
split_feature=1 10 15 3 41 15 2 14 11 483 1455 12 12 12 16 16 16
split_gain=0.541946 0.301077 0.264027 0.303994 0.253258 0.162416 0.171505 0.247432 0.162231 0.141197 0.117989 0.15954 0.185644 0.134753 0.093124 0.0884642 0.0292688
threshold=0.10335000000000001 -1.0000000180025095e-35 -0.035449999999999988 -0.048154999999999996 0.079300000000000009 -0.084629999999999997 0.10559 -1.0000000180025095e-35 1.0000000180025095e-35 0.10761000000000003 0.088115000000000013 0.10733000000000002 0.094435000000000005 0.093105000000000007 -0.43370499999999995 -0.050529999999999999 -0.065564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 -4 8 6 -3 -8 9 10 11 12 13 -1 -9 -14 -13
right_child=1 2 3 -5 -6 -7 7 14 -10 -11 -12 16 15 -15 -16 -17 -18
leaf_value=0.010821475047716718 -0.0054198250481754433 0.013115541520934946 0.0066568015475699386 -0.010662404775919614 -0.00046333149351241863 0.01390391092018893 0.011615857787572856 0.0029184020231261707 0.018539292467042542 0.0017854632669873946 0.0042869015991632052 0.014364728933740909 0.0085159849536636297 0.019053579406805528 -0.0071388482129761139 0.0013527148939676498 0.020011298502232121
leaf_weight=1106 80 64 64 52 60 100 58 52 71 54 81 59 128 60 52 80 53
leaf_count=1106 80 64 64 52 60 100 58 52 71 54 81 59 128 60 52 80 53
internal_value=0 0.00406867 0.0057901 -0.00109149 0.0102528 0.00824428 0.00573207 0.00280405 0.0106338 0.0102865 0.0105783 0.01092 0.0104188 0.0112466 -0.00209295 0.00576952 0.0170528
internal_weight=0 522 442 116 1752 326 226 162 1692 1621 1567 1486 1374 1166 104 208 112
internal_count=2274 522 442 116 1752 326 226 162 1692 1621 1567 1486 1374 1166 104 208 112
is_linear=0
shrinkage=0.16829


Tree=5776
num_leaves=24
num_cat=0
split_feature=1 2 12 39 2 47 160 12 2 12 12 15 1 158 159 0 12 0 15 403 12 2 12
split_gain=11.0775 2.3761 2.69082 0.881047 0.593455 0.452005 0.41119 0.349554 0.364232 0.345384 0.269769 0.289411 0.314324 0.240981 0.357378 0.283447 0.537582 0.226928 0.190863 0.147284 0.115752 0.0353181 0.0320435
threshold=0.10293500000000001 0.14461000000000004 0.085090000000000013 0.081875000000000017 0.090000000000000011 0.098400000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 -0.013254999999999998 0.10653000000000001 0.11650500000000001 0.093935000000000005 0.081315000000000012 0.080150000000000013 0.08728000000000001 -0.097414999999999988 0.083935000000000023 -0.077639999999999987 -0.040804999999999994 0.052440000000000007 0.096370000000000025 0.11517500000000001 0.095565000000000011
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 5 4 13 7 10 8 -2 22 11 12 19 14 15 -1 -17 -18 -8 -6 -13 -9 -4
right_child=1 -3 9 -5 6 -7 18 21 -10 -11 -12 20 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0011332472438862595 0.00062508985702064575 0.00019214146975643525 0.0013071007205813709 0.00091862693725129781 0.0011985204550786714 0.00088013947695919767 0.0012208364827380898 0.00073978744434297853 0.00026524841216007749 0.00091875442836752801 0.00091007355661807657 0.0014272962697524274 0.00089654005279023034 0.0014652872684640728 0.001023670777999414 0.001579256013889968 0.0013218248645496056 0.0011350684127036667 0.0014651668024384752 0.0010003774276982429 0.0012069402476929589 0.00061326029203016103 0.0011798833833714939
leaf_weight=92 54 85 52 88 226 52 77 54 72 56 53 52 61 101 52 85 586 84 69 53 60 54 56
leaf_count=92 54 85 52 88 226 52 77 54 72 56 53 52 61 101 52 85 586 84 69 53 60 54 56
internal_value=0 0.000698676 0.000794276 0.00124182 0.00125903 0.000600788 0.00118094 0.00053856 0.000419746 0.00113148 0.00113588 0.00116228 0.00111366 0.00130983 0.00129233 0.00130878 0.00133012 0.00129846 0.00133655 0.00116101 0.00130956 0.00067685 0.00124146
internal_weight=0 535 450 1739 1651 286 651 234 126 164 505 452 340 1000 899 847 755 670 146 279 112 108 108
internal_count=2274 535 450 1739 1651 286 651 234 126 164 505 452 340 1000 899 847 755 670 146 279 112 108 108
is_linear=0
shrinkage=0.0032998


Tree=5777
num_leaves=19
num_cat=0
split_feature=1 10 4 16 15 12 3 48 43 12 4 43 43 1453 160 15 0 15
split_gain=0.431381 0.41396 0.296735 0.359229 0.553162 0.266165 0.279308 0.244947 0.219222 0.217516 0.183168 0.152508 0.153056 0.151251 0.216218 0.147243 0.141103 0.124647
threshold=0.092415000000000011 -1.0000000180025095e-35 -0.15450999999999995 -0.043889999999999992 -0.032704999999999991 -1.0000000180025095e-35 0.091170000000000015 0.10322500000000003 0.0061450000000000003 0.082530000000000006 -0.11205499999999999 -1.0000000180025095e-35 -0.079689999999999983 -0.044999999999999991 0.12788000000000002 -0.089734999999999995 -0.10803999999999998 -0.10114499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 7 15 -1 9 8 11 -7 -11 12 -4 -12 16 -5 -15 -13
right_child=1 2 3 4 -6 6 -8 -9 -10 10 13 17 -14 14 -16 -17 -18 -19
leaf_value=0.019672281782572403 -0.0056494216382363925 0.015211568895378138 0.01501398093286114 0.00095084333947895302 -0.010966761370099764 0.017351297983241063 -0.0028500402794435701 -0.0019593636330148562 0.00066659264404425253 0.00022610568119582259 0.00097065740619636169 0.023271363500559715 0.0025597417829885567 0.0010353988209017356 0.02059773933493287 0.012066318428964398 0.0098855571375719414 0.011678172370672599
leaf_weight=73 94 91 53 71 86 98 52 54 53 63 56 52 60 54 52 65 1092 55
leaf_count=73 94 91 53 71 86 98 52 54 53 63 56 52 60 54 52 65 1092 55
internal_value=0 0.00476885 0.00630184 0.00482172 -0.00039517 0.00973241 0.00923656 0.00836896 0.0104185 0.009682 0.00910995 0.0127597 0.00841701 0.00955484 0.0099546 0.0062766 0.0094701 0.017329
internal_weight=0 734 640 549 222 1540 1467 327 273 1415 1317 220 113 1254 1198 136 1146 107
internal_count=2274 734 640 549 222 1540 1467 327 273 1415 1317 220 113 1254 1198 136 1146 107
is_linear=0
shrinkage=0.16829


Tree=5778
num_leaves=25
num_cat=0
split_feature=12 2 15 2 2 15 160 150 12 2 160 2 51 484 155 15 48 402 12 42 12 42 12 2
split_gain=15.8363 4.35541 3.92969 2.57054 2.30669 1.47827 0.826996 0.806859 0.790381 0.729694 0.435729 0.468679 0.324805 0.316924 0.240851 0.326425 0.246325 0.204728 0.152453 0.152445 0.144407 0.1155 0.0799838 0.0552683
threshold=0.054520000000000006 0.13388500000000003 -0.2987999999999999 0.10859000000000001 0.079570000000000016 -1.0000000180025095e-35 -0.075414999999999982 1.0000000180025095e-35 0.094545000000000018 0.093765000000000015 -0.52850499999999989 0.088975000000000012 0.077225000000000016 -0.079709999999999989 0.083165000000000003 0.076335000000000014 1.0000000180025095e-35 -0.048204999999999991 0.087495000000000003 0.093985000000000013 0.083935000000000023 -0.052924999999999993 0.099550000000000013 0.094195000000000015
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 8 6 4 -4 9 -1 -5 10 -6 -2 12 17 -13 15 16 19 -12 -15 -10 -19 -17 -23 -20
right_child=1 -3 3 7 5 -7 -8 -9 14 -11 11 13 -14 18 -16 21 -18 20 23 -21 -22 22 -24 -25
leaf_value=0.00081572795908189033 0.0013808503448212671 0.00067039459197890431 0.00087052359617684314 0.00096554014728992101 0.0015745759005746328 0.00188479721695993 0.00028758273879434215 0.00048006309344958702 0.0012451782828342053 0.0010734958439835153 0.0015641620118546256 0.0018163948178884616 0.0019513021954156865 0.001377219113013661 0.001710726707804369 0.0014487792660290914 0.0015860792359613735 0.0018647561915808063 0.0016301791856696362 0.0014609359961961696 0.0017162293709223004 0.0015567159410443095 0.0017228554851283341 0.0015137263526541318
leaf_weight=52 52 53 91 103 57 72 86 59 96 73 89 56 73 54 64 52 58 90 121 62 525 73 70 93
leaf_count=52 52 53 91 103 57 72 86 59 96 73 89 56 73 54 64 52 58 90 121 62 525 73 70 93
internal_value=0 0.00160243 0.000975059 0.00112305 0.00130766 0.00150442 0.000486849 0.000788948 0.00163275 0.00129347 0.00167971 0.00169379 0.00173824 0.0015871 0.0015187 0.00148871 0.00139897 0.00171609 0.00153906 0.00133007 0.00173802 0.00158793 0.00163829 0.00157974
internal_weight=0 1681 593 455 293 202 138 162 1628 130 1153 1101 777 324 475 411 216 704 268 158 615 195 143 214
internal_count=2274 1681 593 455 293 202 138 162 1628 130 1153 1101 777 324 475 411 216 704 268 158 615 195 143 214
is_linear=0
shrinkage=0.0032998


Tree=5779
num_leaves=18
num_cat=0
split_feature=1 132 10 158 41 2 2 4 1456 4 4 15 16 4 52 16 50
split_gain=0.415753 0.341476 0.533173 0.194388 0.294535 0.159944 0.277005 0.159469 0.162877 0.15495 0.133352 0.152997 0.12569 0.236736 0.122184 0.128878 0.118971
threshold=0.10335000000000001 0.08764000000000001 -0.0091199999999999979 0.07968500000000002 0.077565000000000009 -1.0000000180025095e-35 0.09036000000000001 -0.50547999999999982 -0.077349999999999988 0.094510000000000025 -0.0011949999999999997 -0.06784999999999998 -0.42004999999999992 0.024315000000000003 0.033770000000000008 -0.020464999999999997 0.079410000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 -4 -7 -1 -9 10 16 -12 -8 -14 15 -5 -10
right_child=1 -3 5 14 -6 6 12 8 9 -11 11 -13 13 -15 -16 -17 -18
leaf_value=0.017740031726225597 -0.013686756281966559 0.016462986497196793 -0.0039493385470774746 0.023735934304533423 -0.0034036150731978623 0.013766302414306941 0.0081923816469916672 0.00159769782141429 0.0077020971749119501 0.0018496614267392067 0.010660577897792154 0.02125650473468782 0.0058091512847896955 -0.0063344137869974304 0.0083766385544658088 0.012615027220856315 0.011828404014321224
leaf_weight=56 53 53 58 52 57 88 86 90 811 81 148 53 102 82 68 71 265
leaf_count=56 53 53 58 52 57 88 86 90 811 81 148 53 102 82 68 71 265
internal_value=0 0.00365358 0.00220221 0.00907092 0.008448 0.00423084 0.00556114 0.00889835 0.00855517 0.00901495 0.00946803 0.0134635 0.00288021 0.000387581 0.0141526 0.0173312 0.00872
internal_weight=0 522 469 1752 1561 416 358 1504 1448 1358 1277 201 270 184 191 123 1076
internal_count=2274 522 469 1752 1561 416 358 1504 1448 1358 1277 201 270 184 191 123 1076
is_linear=0
shrinkage=0.16829


Tree=5780
num_leaves=31
num_cat=0
split_feature=1 52 2 2 52 2 16 3 40 1 0 2 1 16 52 51 2 2 52 16 156 3 3 16 16 0 2 1 3 49
split_gain=15.8961 4.31647 2.76221 2.24688 1.68308 1.40258 0.735932 0.675392 0.562522 0.559414 0.550628 0.546545 0.55965 0.448223 0.300312 0.292569 0.34396 0.243895 0.235868 0.381779 0.229307 0.22104 0.209963 0.155927 0.246329 0.154678 0.15328 0.110953 0.0652058 0.0443903
threshold=0.098370000000000027 -0.42890999999999996 0.099675000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 0.092365000000000017 0.034535000000000003 -0.072419999999999984 -0.076644999999999977 0.08845500000000002 -0.14989499999999997 0.12901000000000004 0.10871500000000002 -0.082354999999999984 0.11614000000000001 1.0000000180025095e-35 0.10406500000000002 0.11366500000000002 -0.05670999999999999 -0.0060199999999999993 0.050840000000000003 -0.076254999999999989 -0.012374999999999999 0.032580000000000005 -0.072729999999999975 -0.07883999999999998 0.088135000000000005 0.11282000000000002 -0.084794999999999995 0.09531000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 8 6 9 11 15 -3 10 -1 12 -4 -11 18 16 23 -18 20 26 28 25 29 24 -7 -15 -20 -5 -12 -9
right_child=1 2 4 27 -6 7 -8 22 -10 13 14 -13 -14 21 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022399678246472336 0.0019098252844087368 0.0012892508198398174 0.00058537556154050351 0.0018391033496125268 0.0013564429213326966 0.001740143909797066 0.0011046146482967128 0.0016781634042743999 0.0008009740685064287 0.0015076692827223333 0.0018317365398308695 0.00044847721953705533 0.0010439817309826314 0.0016471387560946281 0.0016978127783512159 0.002020942740189385 0.002038381649103639 0.0017238811921238947 0.001968719164687772 0.0022364387742250312 0.0016426837285019303 0.0020110670012263862 0.0014069077658669371 0.0017943099175076597 0.0014196567697927983 0.0018956405343214732 0.0018309521103429915 0.001618895351897329 0.001997295664997976 0.0015426099989795752
leaf_weight=62 84 52 58 52 71 52 58 87 52 61 70 71 59 67 67 52 59 54 432 53 55 58 76 56 57 52 122 58 55 52
leaf_count=62 84 52 58 52 71 52 58 87 52 61 70 71 59 67 67 52 59 54 432 53 55 58 76 56 57 52 122 58 55 52
internal_value=0 0.00121419 0.00110408 0.00139405 0.000908216 0.00183353 0.000778707 0.00169496 0.00104545 0.00189894 0.00193635 0.000677974 0.00081694 0.00175482 0.00191426 0.00178942 0.00174599 0.0018884 0.00193264 0.00196452 0.00182495 0.0018398 0.00154982 0.00164824 0.00157287 0.00175602 0.00193844 0.00172331 0.00190486 0.00162771
internal_weight=0 615 531 214 317 1699 246 545 104 1154 916 188 117 238 854 330 278 113 787 607 180 177 215 165 109 119 554 110 125 139
internal_count=2314 615 531 214 317 1699 246 545 104 1154 916 188 117 238 854 330 278 113 787 607 180 177 215 165 109 119 554 110 125 139
is_linear=0
shrinkage=0.0032998


Tree=5781
num_leaves=24
num_cat=0
split_feature=4 3 3 3 42 13 3 42 3 4 4 0 4 3 4 3 0 13 1454 1213 4 3 13
split_gain=21.8388 6.38135 1.93981 2.21035 1.53487 1.5775 0.950345 0.828055 0.732503 0.506749 0.390169 0.356179 0.392332 0.593667 0.324047 0.30598 0.29091 0.240644 0.207068 0.18772 0.129583 0.125437 0.0275755
threshold=0.30163500000000004 -0.06340999999999998 0.25468500000000005 -0.0035149999999999995 -0.0043149999999999994 -0.009329999999999998 0.13772500000000001 0.086700000000000013 0.10323000000000002 0.0051600000000000005 -0.011694999999999999 -0.079249999999999987 -0.42305999999999994 -0.10583499999999998 -0.08916499999999998 -0.092714999999999978 -0.10946999999999998 -0.071244999999999989 0.074020000000000016 -0.077519999999999992 -0.079764999999999989 -0.081024999999999986 -0.07150999999999999
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=1 9 3 4 -3 -6 7 -2 10 11 -5 14 -13 -14 -1 -16 -11 -15 19 -17 -19 -18 -23
right_child=6 2 -4 8 5 -7 -8 -9 -10 16 -12 12 13 17 15 18 21 20 -20 -21 -22 22 -24
leaf_value=0.0020770726971824686 0.00094706042427194733 0.0015872913142612095 0.00077298326073253233 0.0020001994524765946 0.0012672280259651682 0.0005633368321672341 0.00023390145916483472 0.00050718099275407435 0.0013812673043268999 0.0018525292595093575 0.0016499811334033207 0.0019454456091613991 0.0013556635643672736 0.0018871885440015681 0.0016425616033578414 0.001976452934163579 0.0014450651054747005 0.0018186131264485309 0.0016581856465750766 0.0018385455143481986 0.0016330458968272261 0.0016919616790944472 0.0015722212753256472
leaf_weight=64 99 73 56 62 92 56 52 89 68 55 84 79 52 90 89 145 60 60 59 542 171 64 53
leaf_count=64 99 73 56 62 92 56 52 89 68 55 84 79 52 90 89 145 60 60 59 542 171 64 53
internal_value=0 0.00168137 0.00135242 0.00142694 0.00119491 0.00100113 0.000629714 0.000739007 0.00166639 0.00178338 0.00179895 0.0018081 0.00173128 0.00168583 0.00184669 0.00182899 0.00163928 0.00173921 0.00185118 0.0018677 0.0016814 0.00157281 0.00163802
internal_weight=0 2074 491 435 221 148 240 188 214 1583 146 1351 452 373 899 835 232 321 746 687 231 177 117
internal_count=2314 2074 491 435 221 148 240 188 214 1583 146 1351 452 373 899 835 232 321 746 687 231 177 117
is_linear=0
shrinkage=0.0032998


Tree=5782
num_leaves=22
num_cat=0
split_feature=3 12 13 4 3 15 12 2 401 3 1 2 1 13 2 1210 3 13 42 4 0
split_gain=0.414501 0.20346 0.346591 0.371558 0.195071 0.320367 0.188149 0.164959 0.154281 0.151073 0.219723 0.125999 0.181497 0.189877 0.124955 0.133739 0.207578 0.100117 0.0982536 0.0669399 0.0610683
threshold=0.31370500000000007 0.083795000000000022 0.046185000000000004 -0.15450999999999995 -0.087414999999999979 -0.020429999999999997 0.084760000000000016 0.08647500000000001 0.082280000000000006 0.11191000000000002 0.095510000000000012 0.09772500000000002 0.097950000000000023 -0.07150999999999999 0.085465000000000013 -0.0093199999999999967 -0.10122999999999999 -0.086304999999999979 0.095355000000000009 -0.0038549999999999995 -0.091054999999999983
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 2 3 -1 -5 9 17 14 11 10 -6 18 13 -13 15 -8 -17 -3 19 -9 -18
right_child=-2 6 -4 4 5 -7 7 8 -10 -11 -12 12 -14 -15 -16 16 20 -19 -20 -21 -22
leaf_value=0.017610562670861613 -0.003382621532088606 0.011297233951680705 -0.0047313531162033575 0.014094966129632623 0.011800610349248609 -0.0038640015730254289 0.0041798659272201059 0.0096903188552140002 0.0013642597940465363 0.015135665189064963 0.0016535101323243602 0.020583815957416342 0.005028449053759051 0.010557090982443174 0.018883454308245742 0.022118317713160487 0.015983887677235124 0.021291312601016632 0.001476062637215879 0.0046699032688217049 0.0099948232262127221
leaf_weight=96 76 53 67 74 98 95 71 261 84 57 159 80 92 166 65 52 57 64 74 108 365
leaf_count=96 76 53 67 74 98 95 71 261 84 57 159 80 92 166 65 52 57 64 74 108 365
internal_value=0 0.00923793 0.00671092 0.00803809 0.00613176 0.0046866 0.0102622 0.00974404 0.00824269 0.00727928 0.00552982 0.0089802 0.0114361 0.0138251 0.01187 0.0110303 0.0120526 0.0167794 0.00710236 0.0082258 0.010808
internal_weight=0 2238 646 579 483 409 1592 1475 865 314 257 781 338 246 610 545 474 117 443 369 422
internal_count=2314 2238 646 579 483 409 1592 1475 865 314 257 781 338 246 610 545 474 117 443 369 422
is_linear=0
shrinkage=0.16829


Tree=5783
num_leaves=26
num_cat=0
split_feature=1 12 49 133 47 12 34 12 133 1 49 0 132 133 0 52 2 2 42 0 2 12 130 133 12
split_gain=0.240293 0.310504 0.267442 0.252031 0.232203 0.238766 0.211601 0.280647 0.285177 0.256782 0.120972 0.11197 0.1085 0.158634 0.196344 0.195649 0.210222 0.291576 0.134162 0.0909973 0.118771 0.0814928 0.0791514 0.074046 0.068386
threshold=0.08845500000000002 0.089125000000000024 -0.072214999999999988 -1.0000000180025095e-35 0.091680000000000011 0.093670000000000017 -0.0011599999999999998 -1.0000000180025095e-35 0.085835000000000009 0.102705 -1.0000000180025095e-35 -0.061654999999999995 -0.0065149999999999991 0.044405000000000007 -0.055219999999999998 0.11483500000000001 0.084275000000000003 0.074875000000000011 0.090945000000000012 -0.091054999999999983 0.085835000000000009 0.090255000000000016 -1.0000000180025095e-35 0.11524500000000001 0.10124000000000001
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=2 3 -1 -2 5 -3 -5 8 -8 -9 -11 24 21 15 19 16 17 -14 22 -15 -21 -4 -18 -22 -7
right_child=1 4 12 6 -6 11 7 9 -10 10 -12 -13 13 14 -16 -17 18 -19 -20 20 23 -23 -24 -25 -26
leaf_value=0.018308080930632582 -0.0074272485761151842 0.017840774529798424 0.015239881638504696 0.012232530192892391 0.0014259324602941984 0.0083395612364888672 -0.0093541724093257218 -0.00073919169227333126 0.006193932115989358 0.0044914664414992343 0.014342198867215137 0.012681118974640086 0.0038541900640675377 0.013453073480636185 0.019189766117051619 -0.0015940575070909999 0.0092806243533475729 0.020060442318977655 0.011035553397984635 0.00048872236221114012 0.010413933615561356 0.0075132741402334138 0.0021115191095348769 0.005287289041026497 -5.8707618794740016e-05
leaf_weight=78 63 101 100 73 90 55 90 101 53 61 86 74 57 90 55 89 53 71 82 59 237 65 254 123 54
leaf_count=78 63 101 100 73 90 55 90 101 53 61 86 74 57 90 55 89 53 71 82 59 237 65 254 123 54
internal_value=0 0.00518731 0.00871115 0.00255069 0.00889774 0.0112592 0.00390932 0.00235078 -0.00357902 0.00577722 0.0102667 0.00761699 0.00814908 0.00757529 0.00961112 0.00567758 0.00693285 0.0128576 0.00497868 0.00857257 0.00751997 0.012207 0.00335503 0.00866732 0.00416247
internal_weight=0 901 1413 527 374 284 464 391 143 248 147 183 1335 1170 564 606 517 128 389 509 419 165 307 360 109
internal_count=2314 901 1413 527 374 284 464 391 143 248 147 183 1335 1170 564 606 517 128 389 509 419 165 307 360 109
is_linear=0
shrinkage=0.16829


Tree=5784
num_leaves=28
num_cat=0
split_feature=1 52 12 51 12 12 40 1 13 12 13 12 1 16 16 16 133 52 12 13 158 12 52 132 12 12 16
split_gain=17.0234 3.25414 1.2835 1.47523 1.1942 1.04366 0.794973 0.779461 0.740102 0.514832 0.499232 0.596584 0.370436 0.310991 0.376542 0.244968 0.238123 0.163488 0.155292 0.152492 0.130312 0.117465 0.385345 0.0939101 0.0809912 0.0771077 0.050037
threshold=0.10396500000000002 -0.42890999999999996 0.077755000000000005 -0.10101999999999998 -1.0000000180025095e-35 0.090345000000000023 -0.041534999999999996 0.093575000000000019 -0.10899499999999999 0.11769500000000001 0.046185000000000004 0.088745000000000004 0.089790000000000023 0.19022000000000003 0.41484500000000007 -0.083104999999999984 -0.14775499999999997 0.0033500000000000005 0.092295000000000002 -0.071839999999999987 0.065940000000000012 0.084795000000000023 -0.0078449999999999978 -0.082744999999999985 0.096315000000000026 0.10577500000000002 -0.081109999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 12 15 17 -6 13 11 -10 16 18 -15 -3 -4 -5 19 -7 21 22 -18 -23 26 -26 -20
right_child=1 4 5 7 8 9 -8 -9 10 -11 -12 -13 -14 14 -16 -17 20 -19 24 -21 -22 23 -24 -25 25 -27 -28
leaf_value=0.0018349988660812753 0.0016477125824086905 0.00061186061070499361 0.0018618711346521646 0.0012857261062513047 0.00064140172170835019 0.0015995176228281091 0.00032892336218771071 0.00095719939133606733 0.00096704564293458647 0.0012110102146063719 0.00078252880100460824 0.0014261802859128056 0.0014159763153918435 0.0012063151874967361 0.0015671814956166171 0.00092663567404212201 0.0016385298626477485 0.0015243675471860358 0.0017541692088719923 0.001354888553016965 0.0015491203037270884 0.0017906260306047846 0.001954184777966213 0.0016402959499460499 0.001502824341936055 0.0016396381261968682 0.0016166349324529235
leaf_weight=55 53 57 85 90 72 52 79 76 78 62 59 52 58 66 63 53 109 52 52 68 88 58 72 386 128 84 107
leaf_count=55 53 57 85 90 72 52 79 76 78 62 59 52 58 66 63 53 109 52 52 68 88 58 72 386 128 84 107
internal_value=0 0.000873736 0.00156012 0.00135077 0.0007825 0.00159725 0.000582239 0.00122844 0.000927382 0.00150045 0.00103614 0.00115097 0.00167434 0.00152934 0.00138283 0.000763845 0.00169307 0.00137336 0.00156776 0.00146119 0.0016729 0.00169027 0.00176429 0.00166001 0.00160214 0.0015572 0.00166184
internal_weight=0 503 1811 273 450 1538 189 218 261 682 189 130 856 620 129 110 798 142 491 120 713 625 181 444 371 212 159
internal_count=2314 503 1811 273 450 1538 189 218 261 682 189 130 856 620 129 110 798 142 491 120 713 625 181 444 371 212 159
is_linear=0
shrinkage=0.0032998


Tree=5785
num_leaves=22
num_cat=0
split_feature=9 10 2 50 43 151 3 3 43 1446 43 43 3 16 2 133 16 16 151 2 42
split_gain=0.358647 0.298718 0.236094 0.258362 0.308424 0.17819 0.162234 0.308091 0.147376 0.182372 0.173964 0.148645 0.170909 0.14423 0.178877 0.362158 0.199027 0.126001 0.124799 0.0843391 0.0595512
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.09036000000000001 1.0000000180025095e-35 -0.15318999999999997 -0.086824999999999986 0.12991000000000003 0.091170000000000015 -0.040789999999999993 1.0000000180025095e-35 -0.14726499999999995 -0.011584999999999998 -0.08397499999999998 -0.097499999999999989 0.074875000000000011 -0.021469999999999996 -0.090394999999999989 -0.075434999999999988 -0.010154999999999999 0.084825000000000025 0.084130000000000024
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 -1 8 4 -4 -6 7 -7 9 10 -3 12 -10 -13 15 -15 -16 -5 20 -20 -12
right_child=-2 2 3 17 5 6 -8 -9 11 -11 18 13 -14 14 16 -17 -18 -19 19 -21 -22
leaf_value=-0.0028019679736971887 0.01884845541248906 0.014784149118018484 -0.0071802413495263683 0.018910367762659131 -0.0023887833778750704 0.0065391623952132669 0.013530211143131268 -0.0057335807111647099 0.010426341214405613 -0.0016678426207536565 0.0075241146867730891 0.016476175271364746 0.023296002190262451 0.011852403242442213 0.0024317404267595122 -0.0075602270565405492 0.013089104598537786 0.0084825358850579603 0.0028891864339819886 0.0085438062861377222 0.015424371676626754
leaf_weight=82 77 95 59 52 75 597 77 64 64 58 53 75 55 57 65 52 216 92 194 123 58
leaf_count=82 77 95 59 52 75 597 77 64 64 58 53 75 55 57 65 52 216 92 194 123 58
internal_value=0 0.00715373 0.00752886 0.00564931 0.00455547 0.00540935 0.00620428 0.00534816 0.00916649 0.00725978 0.00825327 0.0110603 0.0163896 0.00969263 0.00838349 0.00257485 0.0106303 0.0122606 0.00679947 0.00508892 0.0116684
internal_weight=0 2263 2181 1016 872 813 738 661 1165 581 523 584 119 465 390 109 281 144 428 317 111
internal_count=2340 2263 2181 1016 872 813 738 661 1165 581 523 584 119 465 390 109 281 144 428 317 111
is_linear=0
shrinkage=0.16829


Tree=5786
num_leaves=21
num_cat=0
split_feature=15 40 447 2 11 52 2 52 15 52 2 2 0 0 0 160 2 2 1209 157
split_gain=6.18026 2.86034 1.97599 1.58616 0.937808 0.809651 0.634758 0.537 0.505936 0.557441 0.431931 0.324662 0.251516 1.32544 0.327281 0.250534 0.211553 0.165211 0.155541 0.1199
threshold=-0.2987999999999999 -0.026419999999999996 0.086460000000000023 0.092365000000000017 1.0000000180025095e-35 -0.41304999999999997 0.13538500000000001 0.033770000000000008 0.0056700000000000006 -0.090234999999999996 0.096325000000000008 0.11378000000000001 -0.10490499999999998 -0.14666499999999996 -0.077084999999999987 -0.013324999999999998 0.084675000000000014 0.096425000000000025 0.083050000000000013 -0.00078499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 10 3 4 12 19 15 8 9 -7 -2 17 13 -3 18 -1 -16 -9 -14 -5
right_child=1 2 -4 5 -6 7 -8 11 -10 -11 -12 -13 14 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0008438119729048413 0.0009441997054737783 0.0014677100214114905 0.0006370551661010771 0.001424966232759245 0.0017082899117407092 0.001123182468722761 0.00025990345066532919 0.0010851271144565139 0.0012020558544184952 0.00073890999059445027 0.00060185822684374456 0.00093665437882654628 0.0013032047807730457 0.00073720183749195918 0.0011035964843347265 0.00052936868855958858 0.0013502043164275051 0.001283985984786247 0.0014707884845962882 0.0012296193782516086
leaf_weight=52 72 57 65 60 57 58 63 79 57 146 93 67 814 52 151 61 53 120 69 94
leaf_count=52 72 57 65 60 57 58 63 79 57 146 93 67 814 52 151 61 53 120 69 94
internal_value=0 0.0011696 0.00120409 0.00122313 0.00129296 0.00109461 0.000526216 0.00103279 0.000925721 0.000848337 0.000751457 0.00113771 0.00127313 0.00111953 0.0012885 0.00067438 0.00116784 0.00120522 0.00131634 0.00130596
internal_weight=0 2164 1999 1934 1253 681 176 527 261 204 165 266 1196 109 1087 113 204 199 883 154
internal_count=2340 2164 1999 1934 1253 681 176 527 261 204 165 266 1196 109 1087 113 204 199 883 154
is_linear=0
shrinkage=0.0032998


Tree=5787
num_leaves=16
num_cat=0
split_feature=148 9 2 151 15 475 151 475 11 1212 13 15 13 2 15
split_gain=0.302538 0.801156 0.296898 0.240474 0.213122 0.212844 0.206369 0.195424 0.176256 0.115512 0.188688 0.156133 0.127462 0.215932 0.145496
threshold=-0.043434999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 -0.081864999999999979 0.084495000000000015 0.037885000000000009 -0.15140499999999998 -0.10344499999999998 0.079300000000000009 -0.16927999999999996 -0.085604999999999987 0.089485000000000023 -0.017484999999999997 0.082690000000000013 0.094425000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -4 -8 -9 -6 11 -11 14 -14 -12
right_child=1 -3 4 -5 9 -7 7 8 -10 10 12 -13 13 -15 -16
leaf_value=0.0056510953832525452 -0.0040403149065161388 0.026233981528468387 0.014767012997191943 -0.009805585577207232 0.0020770259723967305 0.01554814007772772 0.014387284820318934 0.0051484588855036225 -0.0032213833553212039 0.021477009107261236 0.0015204402514615994 0.0099984473579370417 0.019442178582805586 0.0086450727244313675 0.0094814104138100774
leaf_weight=63 67 63 66 52 54 64 61 1084 76 69 112 67 70 215 157
leaf_count=63 67 63 66 52 54 64 61 1084 76 69 112 67 70 215 157
internal_value=0 0.00751646 0.00697021 -0.00132239 0.00732319 0.00605997 0.00558675 0.00508905 0.00459854 0.0096146 0.0102019 0.0158353 0.00881571 0.0113033 0.00617348
internal_weight=0 2225 2162 115 2095 1351 1287 1221 1160 744 690 136 554 285 269
internal_count=2340 2225 2162 115 2095 1351 1287 1221 1160 744 690 136 554 285 269
is_linear=0
shrinkage=0.16829


Tree=5788
num_leaves=23
num_cat=0
split_feature=2 11 4 1455 483 131 1 1 4 160 0 4 2 51 51 43 43 4 4 42 43 4
split_gain=0.18502 0.326716 0.344223 0.274385 0.259173 0.253658 0.290347 0.635055 0.305671 0.240277 0.189934 0.210498 0.150259 0.115596 0.0984149 0.172753 0.0924563 0.12887 0.0992541 0.107193 0.0823485 0.0808617
threshold=0.09036000000000001 0.079915000000000014 -0.13833499999999996 0.093715000000000007 0.08783500000000001 0.094540000000000013 0.079415000000000013 0.093595000000000025 -0.0086449999999999982 -0.013324999999999998 -0.050864999999999994 0.15891500000000003 0.11404000000000002 -0.06512999999999998 0.084400000000000017 -0.00067499999999999993 -0.0044449999999999993 0.020345000000000005 0.0066850000000000008 0.095980000000000024 -0.076554999999999984 -0.041794999999999992
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 2 -1 5 10 6 16 -8 13 -10 11 14 -11 -9 15 -4 17 20 19 -18 21 -2
right_child=3 -3 4 -5 -6 -7 7 8 9 12 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=-0.0056246129369342144 0.002260777344661043 0.020076507073218182 0.0072436971990535804 0.015705952814056706 -0.0014936928138985491 0.013517365718195264 -0.017762289830902032 0.013802688672364656 0.0069055661188321292 -0.01242343496780716 0.017344133032734538 -0.0029084033373891218 -0.0016265449812904651 0.0042460931693716489 0.0027257184677778631 0.012719884307377789 -0.0044328044689972085 0.0023455989527337287 0.0081931714390938958 0.0055990123091275773 0.013829156002380407 0.010818226318335709
leaf_weight=61 57 54 665 56 87 68 52 58 64 55 59 52 110 96 90 218 70 98 61 53 85 71
leaf_count=61 57 54 665 56 87 68 52 58 64 55 59 52 110 96 90 218 70 98 61 53 85 71
internal_value=0 0.00724747 0.0066837 0.0042337 0.00732641 0.00358817 0.00286023 -0.000307849 0.00205725 -0.00183516 0.00803595 0.00749841 -0.0052364 0.007857 0.00805642 0.00859772 0.00564793 0.00742024 0.00264258 -9.55453e-05 0.00974662 0.00702152
internal_weight=0 1286 1232 1054 1171 998 930 435 383 229 1084 1025 165 154 973 883 495 311 184 123 213 128
internal_count=2340 1286 1232 1054 1171 998 930 435 383 229 1084 1025 165 154 973 883 495 311 184 123 213 128
is_linear=0
shrinkage=0.16829


Tree=5789
num_leaves=16
num_cat=0
split_feature=14 4 160 39 4 15 15 12 51 2 12 1213 15 12 51
split_gain=0.243849 0.827938 0.214635 0.217356 0.13601 0.202314 0.523483 0.209231 0.177897 0.171323 0.161394 0.0776674 0.103014 0.0688336 0.0682428
threshold=-0.10708499999999999 0.50934500000000005 -0.54512499999999997 0.10076500000000001 -0.21586499999999997 0.0056700000000000006 -1.0000000180025095e-35 0.082530000000000006 0.10501000000000001 0.09036000000000001 0.09525500000000002 -0.066379999999999981 0.085355000000000014 0.087470000000000006 -0.087539999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 10 6 8 -7 9 -6 14 13 -13 -9 -4
right_child=2 -3 3 -5 5 7 -8 11 -10 -11 -12 12 -14 -15 -16
leaf_value=0.026504427746032809 -0.0060506859015185396 -0.0025656335832844263 0.0075909254271863983 -0.0038787083837870267 0.0056964298281101961 0.016524026935275594 -0.0099374478385392383 0.0053494973449224941 0.011180408865795114 0.0010788092054011718 0.0016386581890920654 -0.00024602293746358374 0.0059087573990814152 0.011557214173857806 0.015294085438786522
leaf_weight=58 53 53 54 79 475 57 80 95 94 439 56 92 456 112 87
leaf_count=58 53 53 54 79 475 57 80 95 94 439 56 92 456 112 87
internal_value=0 0.0126079 0.00451581 0.004774 0.00510083 0.00466252 0.00315915 0.00667467 0.00420035 0.00348052 0.00931905 0.0059287 0.00487219 0.00871694 0.0123567
internal_weight=0 111 2229 2176 2097 1900 1088 812 1008 914 197 755 548 207 141
internal_count=2340 111 2229 2176 2097 1900 1088 812 1008 914 197 755 548 207 141
is_linear=0
shrinkage=0.16829


Tree=5790
num_leaves=23
num_cat=0
split_feature=474 16 1 39 13 3 12 16 1456 42 42 50 1 1 11 12 13 42 1 13 48 403
split_gain=0.223898 0.242232 0.229501 0.225315 0.200631 0.180229 0.36297 0.520669 0.263788 0.292821 0.308653 0.235276 0.250885 0.224025 0.183371 0.166317 0.157789 0.13605 0.150729 0.199926 0.0972411 0.0930333
threshold=0.088510000000000019 0.059920000000000008 0.12450500000000002 0.090455000000000021 -0.15714499999999998 -0.080634999999999984 0.083725000000000008 -0.082739999999999994 0.056265000000000009 0.085195000000000007 0.087195000000000009 0.096530000000000019 0.10335000000000001 0.11203500000000001 0.076160000000000019 0.092150000000000024 -0.06286499999999999 -0.083069999999999991 0.079020000000000021 -0.065269999999999981 0.085265000000000021 -0.016149999999999994
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 -2 5 4 -4 6 7 -1 9 14 -11 12 17 -14 21 -12 -13 -7 19 -19 -20 -8
right_child=1 -3 3 -5 -6 11 8 -9 -10 10 15 16 13 -15 -16 -17 -18 18 20 -21 -22 -23
leaf_value=0.0078883704258689048 0.0042398432269123354 0.016822376767983517 0.00073411842465322607 0.0050959201079250087 -0.013215149266477565 0.016628323643086577 0.0011877442857498011 -0.012833530314793323 0.012424695499240426 -0.012076643299174936 0.0042890256959559519 0.00369732712873531 -0.0043122714973019899 0.0075689674746033933 0.012449889339510748 -0.0055906452392396784 -0.0079924237700775783 0.008759488177914377 0.013727444134520685 0.000110341297219175 0.0059406639240229325 0.0059033073585780839
leaf_weight=54 102 76 54 74 63 54 217 94 89 62 160 88 94 86 81 69 52 196 143 124 68 264
leaf_count=54 102 76 54 74 63 54 217 94 89 62 160 88 94 86 81 69 52 196 143 124 68 264
internal_value=0 0.00962225 0.00340859 -0.00215822 -0.00676167 0.00394245 0.00248202 -0.0052607 0.00370041 0.00278803 -0.00154042 0.00569943 0.00686043 0.00135434 0.00503247 0.00130434 -0.000631748 0.00855153 0.00772678 0.00541356 0.0112265 0.00377965
internal_weight=0 178 2186 191 117 1995 1090 148 942 853 291 905 765 180 562 229 140 585 531 320 211 481
internal_count=2364 178 2186 191 117 1995 1090 148 942 853 291 905 765 180 562 229 140 585 531 320 211 481
is_linear=0
shrinkage=0.16829


Tree=5791
num_leaves=13
num_cat=0
split_feature=480 482 3 0 3 0 40 0 3 16 0 3
split_gain=0.197098 0.155963 0.248369 0.258587 0.15968 0.126187 0.191517 0.184409 0.166439 0.13759 0.0843127 0.0797403
threshold=-0.068944999999999992 0.099315000000000014 0.11924500000000002 -0.11242999999999999 0.077930000000000013 0.036480000000000005 -0.081029999999999977 0.12436000000000001 -0.0098449999999999979 -0.50790499999999994 -0.22984499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -7 9 -8 -6 -10
right_child=1 -3 3 -5 10 7 8 -9 11 -11 -12 -13
leaf_value=0.012231993532173272 0.010317117509840452 0.010270581911512535 0.0021342158724322303 -0.01145090078348248 0.0039817549983515799 -0.008021286769407979 -0.0050380854263367397 0.0038944525198419551 -0.0079798660043535162 0.003519177432968095 0.012451760619813851 0.00093676724342700991
leaf_weight=67 101 80 93 69 60 72 55 75 56 1502 77 57
leaf_count=67 101 80 93 69 60 72 55 75 56 1502 77 57
internal_value=0 0.00296252 0.002698 -0.00364095 0.00319859 0.00280074 0.00319439 -0.00192961 0.00276254 0.00321574 0.00875538 -0.0034662
internal_weight=0 2297 2217 162 2055 1918 1771 147 1670 1557 137 113
internal_count=2364 2297 2217 162 2055 1918 1771 147 1670 1557 137 113
is_linear=0
shrinkage=0.16829


Tree=5792
num_leaves=24
num_cat=0
split_feature=1 52 1 12 12 12 1 48 15 43 12 133 131 48 16 1 42 1 16 133 52 43 43
split_gain=13.2578 3.60568 1.62945 1.32669 1.20284 0.633407 0.485945 0.413893 0.410151 0.384754 0.336005 0.326365 0.317246 0.280348 0.412742 0.278325 0.269361 0.169875 0.162481 0.145034 0.212549 0.125211 0.0686579
threshold=0.10508500000000001 -0.40011499999999994 0.13630500000000004 0.077755000000000005 0.088335000000000011 0.11769500000000001 0.09227500000000001 0.092475000000000016 -0.088184999999999986 -0.14495499999999997 0.091680000000000011 0.11370000000000001 0.023795 0.097370000000000026 -0.41574999999999995 0.079415000000000013 -0.027829999999999997 0.11367000000000001 -0.41863499999999992 0.44892500000000007 0.026115000000000003 -0.010064999999999999 -0.074359999999999996
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 4 6 13 7 15 9 -9 10 -5 12 16 14 -3 -1 -11 -16 -4 20 -13 -8 -14
right_child=1 2 18 5 -6 -7 21 8 -10 11 -12 19 22 -15 17 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00098905063841479607 0.0013596606217219306 0.00065713870615173879 5.3821574912361863e-05 0.0016646857752444083 0.00097936532733629549 0.00092942940015103802 0.00072442080648734938 0.001259840686928615 0.00086053684771277862 0.0011615154494436773 0.0012978762211468217 0.00093053231280083664 0.0013560218858211176 0.00072385599080792282 0.00018460852308172938 0.001258795228508065 0.0012982694100695698 0.00045045970476457922 0.00029350302973293695 0.0012637345750385418 0.0012222876074882085 0.0009529002744372016 0.0014957187230149986
leaf_weight=87 62 64 52 54 83 62 55 63 52 207 58 61 90 53 52 84 737 54 77 67 52 54 84
leaf_count=87 62 64 52 54 83 62 55 63 52 207 58 61 90 53 52 84 737 54 77 67 52 54 84
internal_value=0 0.000614843 0.000508604 0.00122146 0.000639784 0.0012585 0.0010114 0.00127185 0.00107959 0.00128751 0.00147505 0.0012713 0.00129253 0.000513235 0.000447364 0.00112176 0.00126832 0.000320374 0.00019716 0.00113923 0.0010651 0.000837936 0.00142366
internal_weight=0 497 435 1867 306 1587 280 1525 115 1410 112 1298 1118 223 170 171 944 106 129 180 113 109 174
internal_count=2364 497 435 1867 306 1587 280 1525 115 1410 112 1298 1118 223 170 171 944 106 129 180 113 109 174
is_linear=0
shrinkage=0.0032998


Tree=5793
num_leaves=25
num_cat=0
split_feature=1 2 12 2 11 16 15 12 12 0 0 16 0 0 12 15 51 40 12 2 0 15 12 2
split_gain=12.2363 1.99196 1.64443 1.10181 0.834421 0.738428 0.644954 0.391995 0.473134 0.326058 0.327486 0.281784 0.252807 0.343808 0.460599 0.341174 0.270911 0.208595 0.162815 0.120211 0.112053 0.0988131 0.0644929 0.0359144
threshold=0.10508500000000001 0.14062000000000005 0.087245000000000003 0.10045500000000002 1.0000000180025095e-35 -0.061394999999999998 -0.077809999999999976 0.08623500000000002 0.11721500000000001 -0.11208499999999998 -0.15385999999999997 -0.014754999999999999 -0.086224999999999982 -0.037224999999999994 0.083825000000000024 -0.095244999999999982 -0.080414999999999986 -0.073884999999999992 0.083885000000000015 0.084855000000000014 -0.094314999999999996 -0.039984999999999993 0.09697500000000002 0.11461500000000001
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 6 4 9 -4 17 11 21 10 -1 -5 15 14 -14 20 -16 -2 -17 -20 -11 22 -9 -19
right_child=1 -3 5 7 -6 -7 -8 8 -10 12 -12 -13 13 -15 16 18 -18 23 19 -21 -22 -23 -24 -25
leaf_value=0.001124968417519578 0.00049258576921696413 9.5981575365190511e-05 0.00059069605623609449 0.00092165270538895419 0.0014533835519118263 0.0010867309351674564 0.00066691400034864614 0.0010809629207178394 0.00071119673985222699 0.0009216335534262697 0.00075951748123407106 0.00058282595075449892 0.00079687023585834379 0.0013182501095849381 0.00089622236548812795 0.0013988242769653865 0.001115365113667495 0.00017531110264749301 0.0012863038884267195 0.0011455139595517806 0.0011345964145211818 0.0011433604017019889 0.00092101751695509158 0.00029995311494699755
leaf_weight=52 53 103 53 57 82 87 96 58 52 57 57 52 63 67 70 60 633 53 122 166 57 99 63 52
leaf_count=52 53 103 53 57 82 87 96 58 52 57 57 52 63 67 70 60 633 53 122 166 57 99 63 52
internal_value=0 0.000504969 0.000611798 0.00108774 0.00112844 0.000899198 0.00045325 0.000928903 0.000996326 0.00110944 0.000934184 0.000760334 0.00112416 0.00108931 0.00106924 0.00118693 0.00109359 0.000323206 0.00123875 0.00120528 0.00102842 0.00106356 0.000997977 0.000237374
internal_weight=0 497 394 1867 1486 140 254 381 272 1404 109 109 1295 833 766 462 703 158 348 288 114 220 121 105
internal_count=2364 497 394 1867 1486 140 254 381 272 1404 109 109 1295 833 766 462 703 158 348 288 114 220 121 105
is_linear=0
shrinkage=0.0032998


Tree=5794
num_leaves=24
num_cat=0
split_feature=1 52 1 12 12 0 4 52 52 4 159 472 0 1 13 42 49 400 12 49 0 52 42
split_gain=27.127 4.97874 2.49662 2.07755 1.73569 1.21081 0.877587 0.632787 0.916658 0.485632 0.466755 0.455816 0.551969 0.44949 0.390411 0.362693 0.261389 0.192774 0.17957 0.149042 0.138019 0.135307 0.118247
threshold=0.10508500000000001 -0.40011499999999994 0.12450500000000002 0.089125000000000024 0.077755000000000005 -0.14216999999999999 0.0030100000000000001 0.026115000000000003 -0.092059999999999989 0.50373500000000015 0.081445000000000017 -0.043664999999999989 -0.079119999999999982 0.092810000000000017 -0.052454999999999995 1.0000000180025095e-35 0.0093850000000000027 -0.083039999999999989 -0.016554999999999997 0.10470500000000001 -0.086224999999999982 0.10347000000000002 0.089235000000000023
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 10 7 -6 11 8 -1 -4 18 -7 17 -10 21 -16 22 -13 -3 -18 -19 -14 -8
right_child=1 2 9 -5 5 6 16 -9 13 -11 -12 12 14 -15 15 -17 19 20 -20 -21 -22 -23 -24
leaf_value=0.0022322501945211408 0.002238511766314559 0.0015307716556515424 0.0011233986147653134 0.0019444032890449192 0.0027204035907834553 0.0025709016370167384 0.002057533370182032 0.002287145492162931 0.0019288496266275437 0.00079352629367607794 0.001003975595278908 0.00250776032636436 0.0022074226474593688 0.0015638861268034675 0.0021654255713029571 0.0018624759800537679 0.0022959964003378087 0.0023673603304786846 0.0012632830408703889 0.0020606902116788936 0.0022712403436807331 0.0024034805330665019 0.00184546316950663
leaf_weight=66 62 52 101 70 64 62 79 62 83 96 52 63 100 69 153 63 69 304 64 60 443 74 53
leaf_count=66 62 52 101 70 64 62 79 62 83 96 52 63 100 69 153 63 69 304 64 60 443 74 53
internal_value=0 0.00136299 0.00123812 0.00146584 0.00223069 0.0022731 0.00225428 0.00199014 0.00190551 0.000962827 0.00126623 0.00229058 0.00227607 0.00176341 0.0021727 0.00207723 0.00207864 0.0023258 0.0013835 0.00218682 0.0023104 0.00229101 0.00197265
internal_weight=0 497 435 238 1867 1587 1523 280 218 197 168 1262 1200 152 390 216 261 810 116 129 747 174 132
internal_count=2364 497 435 238 1867 1587 1523 280 218 197 168 1262 1200 152 390 216 261 810 116 129 747 174 132
is_linear=0
shrinkage=0.0032998


Tree=5795
num_leaves=18
num_cat=0
split_feature=1 1 15 14 3 3 2 12 2 123 3 475 2 1446 480 50 2
split_gain=8.3616 1.54543 1.52761 0.750379 0.991529 0.657817 0.611924 0.472953 0.401495 0.451454 0.252063 0.205964 0.201878 0.150495 0.225881 0.152482 0.141942
threshold=0.11831500000000002 0.095695000000000016 -0.036064999999999993 0.062655000000000016 -0.12077499999999998 -0.049204999999999992 0.096120000000000025 0.11628000000000001 0.14823500000000003 0.087755000000000014 -0.011659999999999998 -0.0048199999999999988 0.09857500000000001 0.037915000000000011 0.086995000000000017 0.11564500000000001 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -2 -3 13 9 -7 -8 -4 -13 15 -15 16 -6
right_child=5 2 11 -5 7 8 10 -9 -10 -11 -12 12 -14 14 -16 -17 -18
leaf_value=0.000692006686213808 0.0006540169371681482 0.00084246968729505961 0.0012265097532208342 0.0013897034835118637 0.0010873530781764123 0.00054461983012690242 0.00032686949338419296 0.0007672442404124168 7.3967498179587554e-05 0.00015896595694788544 0.00061838098880320758 0.0011254171964959409 0.00085186138024727299 0.0012554793934803721 0.00099792818618049868 0.00089344609436802728 0.001011895562211849
leaf_weight=89 76 102 54 67 780 84 54 62 63 55 83 56 66 103 61 66 448
leaf_count=89 76 102 54 67 780 84 54 62 63 55 83 56 66 103 61 66 448
internal_value=0 0.00100131 0.000820632 0.00104602 0.00103169 0.00039195 0.000648447 0.00105156 0.000293176 0.000392276 0.000503736 0.00105425 0.000977717 0.00106362 0.0011599 0.00105139 0.00105985
internal_weight=0 2091 415 1676 1609 278 239 1520 202 139 137 176 122 1458 164 1294 1228
internal_count=2369 2091 415 1676 1609 278 239 1520 202 139 137 176 122 1458 164 1294 1228
is_linear=0
shrinkage=0.0032998


Tree=5796
num_leaves=21
num_cat=0
split_feature=4 2 123 4 15 14 2 2 2 4 4 2 484 4 51 15 15 15 2 483
split_gain=10.3199 3.34482 2.20382 0.712188 0.793247 0.706924 0.962146 0.694357 0.678324 0.760558 1.20682 0.633246 0.364352 0.323082 0.271091 0.394864 0.31564 0.20584 0.11989 0.0678426
threshold=0.30163500000000004 0.12358500000000001 0.081180000000000016 -0.081289999999999987 -0.15614499999999998 -0.42214499999999994 0.12708000000000003 0.14794000000000004 0.10222000000000002 -0.022999999999999996 0.032965000000000001 0.10045500000000002 -0.073734999999999981 0.043850000000000007 -0.09798999999999998 0.03981500000000001 0.083885000000000015 0.091230000000000019 0.10124000000000001 0.087245000000000003
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 2 3 14 -5 -2 11 -3 12 -10 -11 -7 19 -14 -1 18 -17 -18 -16 -6
right_child=5 7 -4 4 8 6 -8 -9 9 10 -12 -13 13 -15 15 16 17 -19 -20 -21
leaf_value=0.0015211136350841788 0.00078239342632886331 0.00086537781968205277 0.00071825517737286347 0.0015618148683571428 0.0013959858514909895 0.0002975259988207237 3.0892435694314044e-05 0.00038681673723569161 0.0012842751456072683 0.00056077584816113682 0.0011715367989834607 0.00075074190232769528 0.0011941083234554375 0.0010184611493067423 0.0012211428647207583 0.0015799910710472436 0.0013380508564608596 0.001113826695234175 0.0010040156361538998 0.001249303364182617
leaf_weight=64 57 76 101 56 98 68 64 59 64 75 67 67 727 139 63 53 297 55 55 64
leaf_count=64 57 76 101 56 98 68 64 59 64 75 67 67 727 139 63 53 297 55 55 64
internal_value=0 0.00115961 0.00119393 0.00121951 0.00117589 0.000457854 0.000364719 0.00065649 0.00115835 0.00098454 0.0008492 0.000522716 0.00119314 0.00116596 0.0013153 0.00129005 0.00133944 0.00130312 0.00112024 0.00133825
internal_weight=0 2113 1978 1877 1290 256 199 135 1234 206 142 135 1028 866 587 523 405 352 118 162
internal_count=2369 2113 1978 1877 1290 256 199 135 1234 206 142 135 1028 866 587 523 405 352 118 162
is_linear=0
shrinkage=0.0032998


Tree=5797
num_leaves=23
num_cat=0
split_feature=1 16 1 52 51 15 51 51 1 1 52 15 2 1 1 159 15 400 16 2 2 2
split_gain=0.521202 0.246279 0.200584 0.208172 0.238124 0.256639 0.200858 0.347293 0.276508 0.2333 0.189315 0.169722 0.139925 0.135506 0.132485 0.10361 0.126564 0.0864153 0.0709789 0.0553073 0.179136 0.10494
threshold=0.11570500000000002 0.062365000000000011 0.11181500000000001 0.0074400000000000013 0.078435000000000019 -0.12640499999999996 -0.10830999999999999 -0.091149999999999981 0.095285000000000022 0.10364000000000002 -0.25180499999999995 -0.080074999999999993 0.10457000000000001 0.078340000000000007 0.089960000000000026 0.10477000000000002 -0.40992999999999996 -0.016164999999999995 -0.088144999999999987 0.089125000000000024 0.08486500000000001 0.094030000000000016
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 15 3 6 5 -5 10 -8 12 -10 -1 -11 14 -6 -9 16 -2 -7 -18 20 -19 -21
right_child=1 -3 -4 4 13 17 7 8 9 11 -12 -13 -14 -15 -16 -17 18 19 -20 21 -22 -23
leaf_value=0.0064839800450195752 0.0054107157677646348 0.0078022794645532991 0.01671616858912784 0.021508752322601198 -0.0040134666415980657 0.014724822187775473 -0.0079018944154423884 0.0054325284270977953 -0.0058900665220396964 -0.00098375222484505128 0.018615111079932668 0.01245843032183842 0.015078333795534273 0.0080122258500113785 0.01147474951856645 -0.0091977689339899291 -0.0080890340483233021 0.010731109370410491 0.0002841971177425119 0.015679391554782034 0.0026987228590229419 0.0082787526479555038
leaf_weight=88 62 88 66 55 54 80 56 577 95 54 63 52 59 52 126 53 59 185 55 81 138 171
leaf_count=88 62 88 66 55 54 80 56 577 95 54 63 52 59 52 126 53 59 185 55 81 138 171
internal_value=0 0.000230161 0.00756808 0.00726316 0.00932995 0.0104413 0.00582017 0.00496827 0.00571855 0.000157046 0.0115572 0.00559358 0.00718321 0.00186898 0.00651804 -0.0026718 -0.00069639 0.00950923 -0.00403356 0.00878046 0.00730488 0.0106647
internal_weight=0 317 2052 1986 816 710 1170 1019 963 201 151 106 762 106 703 229 176 655 114 575 323 252
internal_count=2369 317 2052 1986 816 710 1170 1019 963 201 151 106 762 106 703 229 176 655 114 575 323 252
is_linear=0
shrinkage=0.16829


Tree=5798
num_leaves=20
num_cat=0
split_feature=2 15 3 2 2 0 15 14 150 0 12 15 0 0 2 2 3 0 51
split_gain=13.6078 7.16042 2.30603 1.95395 2.28248 1.67603 1.13622 1.13205 0.898276 0.817748 0.956869 0.835946 0.594413 0.441404 0.336588 0.289917 0.247473 0.20556 0.156741
threshold=0.11891500000000001 -0.37478999999999996 0.25468500000000005 -0.0091949999999999983 0.099675000000000014 -0.084114999999999981 -0.23488499999999998 0.062655000000000016 1.0000000180025095e-35 -0.10891999999999999 0.083785000000000012 -0.095244999999999982 -0.080689999999999984 -0.066659999999999983 0.10836000000000003 0.14234000000000005 -0.13795999999999997 -0.086409999999999987 -0.020604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -3 7 -2 -7 9 12 11 17 -5 14 -12 -6 -8 -14 -11 -18
right_child=2 3 -4 4 8 6 15 -9 -10 10 13 -13 16 -15 -16 -17 18 -19 -20
leaf_value=0.00042666477123009914 0.000287292550700638 0.00091958341407432016 4.793837875403111e-05 0.0014983361519137525 0.0012509577535544402 0.00052813635092793614 0.0012722612045913664 0.0019276650459978673 0.00084819136088352086 0.0015954906644696388 0.0014856759484053409 0.00094242979104671928 0.0015705231350894881 0.0012305248499529168 0.0008910596435020453 0.00093744544256875255 0.0014681727312559846 0.0018433635042036547 0.0012414108218389711
leaf_weight=83 59 83 62 58 65 52 62 64 62 65 1094 61 59 81 52 54 52 94 107
leaf_count=83 59 83 62 58 65 52 62 64 62 65 1094 61 59 81 52 54 52 94 107
internal_value=0 0.00137695 0.000612556 0.00141643 0.00143795 0.000766614 0.000934737 0.00149635 0.00121473 0.00147732 0.00150082 0.00121367 0.00128246 0.00146812 0.0010913 0.0011167 0.0013849 0.00174225 0.00131579
internal_weight=0 2080 289 1997 1914 227 168 1517 397 1453 1334 119 335 1175 117 116 218 159 159
internal_count=2369 2080 289 1997 1914 227 168 1517 397 1453 1334 119 335 1175 117 116 218 159 159
is_linear=0
shrinkage=0.0032998


Tree=5799
num_leaves=29
num_cat=0
split_feature=1 155 2 15 457 3 2 1 15 51 2 3 15 3 3 3 15 15 2 157 3 1213 15 481 160 42 3 42
split_gain=15.5817 3.92689 2.18307 1.80139 1.63814 1.05788 0.90626 0.880868 0.583533 0.561348 0.503822 0.472506 0.449915 1.14094 0.689052 0.440236 0.468419 0.417655 0.289289 0.224336 0.190206 0.175478 0.159418 0.133043 0.224019 0.108325 0.105665 0.066188
threshold=0.10141500000000002 0.098655000000000007 0.12051500000000002 -0.41971499999999995 0.048350000000000011 -0.036004999999999988 0.12454500000000002 0.092235000000000025 -0.021954999999999999 0.086430000000000021 0.14870000000000003 0.088465000000000002 0.03981500000000001 -0.097574999999999981 -0.13795999999999997 -0.079594999999999985 -0.10753999999999998 -0.0070899999999999991 0.087855000000000003 -0.022224999999999998 -0.07908999999999998 -0.086979999999999988 0.087720000000000006 -0.048124999999999994 -0.087694999999999981 0.089595000000000022 -0.085374999999999993 0.09172000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 7 12 -9 10 -4 -7 13 17 -14 23 -17 -1 21 -18 26 -16 -23 -15 -25 -10 -20 -22
right_child=1 -3 9 4 -6 11 -8 8 25 -11 -12 -13 14 15 18 16 19 -19 20 -21 27 22 -24 24 -26 -27 -28 -29
leaf_value=0.0012380086363207609 0.00036630123051314392 0.0015822372011062714 0.00043065161743095667 0.0013388926814750721 0.00043606922522313271 0.00063438274600462457 0.00097696159392647065 0.00095358664901091931 0.0014284707024683646 0.0006502962241916716 1.6391798460698163e-05 0.0010737796158407896 0.0018428976640492312 0.0016470338233036839 0.0016256787565763111 0.0015817044645231734 0.0010783042571274797 0.00083224040657667981 0.0013666389979795446 0.0013113517026932357 0.0015536761596062452 0.0015221993445872722 0.0013690676394794374 0.0013177695069103792 0.0015151863335885925 0.0012224647986596115 0.0011822131777012321 0.0013830185773508221
leaf_weight=61 73 56 79 97 53 52 61 77 59 59 54 56 52 52 98 59 63 52 75 179 52 200 129 90 237 61 71 62
leaf_count=61 73 56 79 97 53 52 61 77 59 59 54 56 52 52 98 59 63 52 75 179 52 200 129 90 237 61 71 62
internal_value=0 0.000751304 0.000662265 0.000824727 0.0009543 0.00108811 0.00137421 0.0013882 0.00117943 0.000382003 0.000262721 0.000862544 0.00141503 0.00135986 0.00147418 0.00141104 0.0013158 0.0010516 0.00144622 0.00125083 0.001358 0.00149985 0.00146226 0.00148658 0.00146096 0.00132404 0.00127719 0.00146117
internal_weight=0 579 523 331 258 205 1790 1729 197 192 133 108 1532 793 739 680 301 113 687 242 260 427 329 379 327 120 146 114
internal_count=2369 579 523 331 258 205 1790 1729 197 192 133 108 1532 793 739 680 301 113 687 242 260 427 329 379 327 120 146 114
is_linear=0
shrinkage=0.0032998


Tree=5800
num_leaves=12
num_cat=0
split_feature=3 49 133 147 14 1209 49 15 14 130 13
split_gain=0.482768 0.200134 0.323494 0.173104 0.15661 0.17095 0.155878 0.153786 0.274036 0.158051 0.0761366
threshold=0.25468500000000005 -0.089819999999999983 0.085005000000000011 0.089365000000000014 0.078400000000000011 -0.077874999999999986 -0.081019999999999981 -0.40312499999999996 -1.0000000180025095e-35 0.088805000000000009 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 8 -8 -9 -2
right_child=10 3 -4 -5 -6 6 7 9 -10 -11 -12
leaf_value=0.0226874356437364 0.0017797392284116301 -0.00098643422970935246 0.0051643576213653564 -9.884972675033541e-05 0.017540263042238147 -0.00021814756722253109 0.011943673346727201 0.0097910191836564821 -0.0034942379630128143 0.0045358183325755952 -0.0071418312808177176
leaf_weight=71 52 54 52 67 54 55 58 1588 74 182 56
leaf_count=71 52 54 52 67 54 55 58 1588 74 182 56
internal_value=0 0.00867594 0.0152939 0.0082933 0.00856645 0.00832459 0.00858243 0.00883786 0.00327548 0.00925167 -0.00282963
internal_weight=0 2255 123 2132 2065 2011 1957 1902 132 1770 108
internal_count=2363 2255 123 2132 2065 2011 1957 1902 132 1770 108
is_linear=0
shrinkage=0.16829


Tree=5801
num_leaves=27
num_cat=0
split_feature=3 2 2 0 2 12 16 12 0 16 16 2 2 42 484 0 43 16 0 42 12 402 51 12 3 12
split_gain=10.32 4.92749 3.20194 2.11547 1.99454 1.83919 0.793386 0.780339 0.666429 0.604924 0.531891 0.524244 0.435992 0.506475 0.401011 0.555188 0.367012 0.346558 0.228275 0.218226 0.198578 0.194435 0.165681 0.120998 0.0932574 0.0365653
threshold=-0.058704999999999993 0.14721500000000001 -1.0000000180025095e-35 -0.067094999999999988 0.10244500000000002 0.077755000000000005 -0.043889999999999992 0.10222500000000002 -0.086254999999999984 -0.091624999999999984 0.19022000000000003 0.11657500000000001 0.084825000000000025 0.088775000000000007 -0.0095549999999999993 -0.097074999999999981 -0.00067499999999999993 -1.0000000180025095e-35 -0.084044999999999995 0.095650000000000013 0.084710000000000021 0.090075000000000002 0.088940000000000005 0.08598500000000002 -0.087414999999999979 0.091200000000000017
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 -2 6 -1 -4 12 11 -9 -8 -6 13 16 23 -16 20 -11 -15 -20 -7 22 -17 -14 -22 -25
right_child=1 -3 4 -5 8 7 10 9 -10 17 -12 -13 14 18 15 21 -18 -19 19 -21 24 -23 -24 25 -26 -27
leaf_value=0.00086118879203378571 0.0010262802618210428 0.00027717857554789585 0.001209067511039497 0.00011435588089623586 0.001035222767451046 0.0017586858538887243 0.0018343695033532993 0.00096790606262474918 0.0012366313564721248 0.0015087304122347331 0.0013797319297101918 0.00065687627907527637 0.0016888434394533537 0.0016154741828800939 0.0011772350898360709 0.0014503985961456731 0.0018878741448450031 0.0011995133338340003 0.0012451647794238761 0.0015048490356773616 0.0014535480294483175 0.0016287341090450583 0.0012654825815245202 0.0014404598976147534 0.0016065434567832516 0.0015791114111577082
leaf_weight=57 56 98 90 55 99 66 62 52 89 96 53 68 79 60 96 481 60 70 77 70 81 62 63 52 118 53
leaf_count=57 56 98 90 55 99 66 62 52 89 96 53 68 79 60 96 481 60 70 77 70 81 62 63 52 118 53
internal_value=0 0.000961335 0.00107849 0.000574743 0.0011997 0.00144536 0.00144265 0.0014657 0.00100502 0.00128076 0.00162515 0.000881376 0.0014941 0.00156957 0.00144875 0.00141235 0.00165157 0.00137855 0.00144066 0.00136906 0.00159794 0.00144954 0.00142905 0.00158742 0.00154445 0.00151078
internal_weight=0 670 572 111 461 1693 205 1636 256 218 115 167 1418 532 886 702 325 166 207 147 265 606 544 184 199 105
internal_count=2363 670 572 111 461 1693 205 1636 256 218 115 167 1418 532 886 702 325 166 207 147 265 606 544 184 199 105
is_linear=0
shrinkage=0.0032998


Tree=5802
num_leaves=14
num_cat=0
split_feature=12 13 12 13 49 13 13 49 403 50 12 0 2
split_gain=0.465809 0.257361 0.17455 0.291789 0.21486 0.204504 0.157392 0.318161 0.152306 0.145898 0.138936 0.118386 0.105786
threshold=-0.14847999999999997 0.26746000000000009 -0.077034999999999978 -0.011494999999999998 -0.089819999999999983 -0.17933499999999997 0.0015850000000000003 0.0049050000000000005 -0.014869999999999998 0.12213000000000002 0.085135000000000002 -0.22607999999999998 0.10272000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 10 -6 9 8 -8 11 -4 -7 -2
right_child=1 -3 4 -5 5 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0074157039164797099 0.01383183656225861 0.019605043171541155 0.021621482290657763 -0.0054058223612533079 -0.00035135231071316801 0.0024766241923321448 0.00095066836279811837 -0.0064841291064091323 0.0095120890277427539 0.015763217000868131 0.0096759784466816951 0.0089462650876857078 0.0033266540891285609
leaf_weight=56 52 54 54 73 82 86 81 57 220 85 58 1347 58
leaf_count=56 52 54 54 73 82 86 81 57 220 85 58 1347 58
internal_value=0 0.00810166 0.00782515 0.00282829 0.00826604 0.0078541 0.00821372 0.00502812 0.00721415 0.00896382 0.0154515 0.00855925 0.00830907
internal_weight=0 2307 2253 183 2070 1958 1876 358 301 1518 112 1433 110
internal_count=2363 2307 2253 183 2070 1958 1876 358 301 1518 112 1433 110
is_linear=0
shrinkage=0.16829


Tree=5803
num_leaves=12
num_cat=0
split_feature=12 160 43 13 156 2 52 12 160 42 13
split_gain=0.322396 0.186467 0.209631 0.296062 0.166813 0.145096 0.134838 0.196086 0.122078 0.0957538 0.0715725
threshold=-0.14847999999999997 -0.54119499999999987 -0.24238999999999997 0.10935500000000002 -0.031569999999999994 -0.098699999999999982 0.14564000000000002 0.087145000000000014 1.0000000180025095e-35 0.084675000000000014 0.25137500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 9 -6 8 -8 -7 -4 -3
right_child=1 2 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.0061677164396878982 0.015788688919570661 0.0090257510164797015 0.018107767735428923 -0.0061886534581139848 -0.0026840389542674707 0.0061534478579226021 -0.00634176749196804 0.0053165877369929591 0.0099638434937161149 0.0079494154907918252 0.017346913806269872
leaf_weight=56 63 58 52 54 52 1409 55 158 289 55 62
leaf_count=56 63 58 52 54 52 1409 55 158 289 55 62
internal_value=0 0.00673902 0.00648415 0.00609597 0.00641731 0.00606287 0.00630182 0.00229778 0.00680304 0.012903 0.01334
internal_weight=0 2307 2244 2124 2070 1963 1911 213 1698 107 120
internal_count=2363 2307 2244 2124 2070 1963 1911 213 1698 107 120
is_linear=0
shrinkage=0.16829


Tree=5804
num_leaves=24
num_cat=0
split_feature=3 3 2 43 14 16 16 15 481 16 2 394 3 3 43 13 15 48 16 16 43 13 15
split_gain=4.97701 2.06474 1.42061 0.952729 0.768614 0.741381 0.530334 0.492469 0.333088 0.277617 0.284945 0.28037 0.308362 0.293112 0.273881 0.208969 0.202437 0.183616 0.186501 0.0835004 0.0534156 0.211076 0.0390058
threshold=-0.072419999999999984 0.30112000000000005 0.14983000000000005 -0.065804999999999989 0.057600000000000005 -0.39442499999999997 -0.28430999999999995 -0.23488499999999998 -0.064999999999999988 -0.083479999999999985 0.090485000000000024 -0.06316999999999999 -0.15680499999999997 -0.10175499999999998 -0.085474999999999982 -0.083814999999999987 0.0056700000000000006 0.087770000000000015 -0.043889999999999992 -0.088869999999999991 -0.00059999999999999995 -0.088374999999999995 -0.089734999999999995
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 7 5 22 -5 -2 15 10 20 -11 -13 -14 -9 -7 17 18 -8 -3 21 -10 -1
right_child=1 19 -4 6 -6 8 16 14 9 11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00062756767525689303 0.00030655403780838485 0.00013237015524791102 0.0002140975517661435 0.00062028870649400803 0.0013750865026684006 0.0012466943984388358 0.00065934094874746819 0.00083771480204728019 0.0013033798488268924 0.0006987037023794305 0.00084306695361686143 0.0011478382279256013 0.00073242651722656301 0.00095191846093895601 0.00056121812800405239 0.00098402420098381294 0.001062829918305416 0.001006913298781151 0.00088459938229511897 0.0003201194996150221 0.0010117271475524189 0.0010587153639237284 0.00076254725242330928
leaf_weight=52 52 52 55 84 52 83 60 68 52 52 64 80 75 686 95 58 79 78 131 53 82 168 52
leaf_count=52 52 52 55 84 52 83 60 68 52 52 64 80 75 686 95 58 79 78 131 53 82 168 52
internal_value=0 0.00065954 0.000724115 0.000767415 0.000979067 0.000965351 0.000856924 0.000587403 0.00098538 0.000968159 0.00104553 0.000936409 0.000951065 0.000930333 0.000676783 0.0011389 0.000913941 0.000870084 0.000814022 0.000227474 0.00108832 0.00111671 0.000695396
internal_weight=0 807 702 647 1556 1504 432 215 1400 1259 366 893 841 761 163 141 348 269 191 105 302 220 104
internal_count=2363 807 702 647 1556 1504 432 215 1400 1259 366 893 841 761 163 141 348 269 191 105 302 220 104
is_linear=0
shrinkage=0.0032998


Tree=5805
num_leaves=14
num_cat=0
split_feature=12 475 48 0 43 0 3 15 474 49 479 1455 43
split_gain=0.408472 0.263876 0.261542 0.653776 0.2671 0.207669 0.519698 0.329137 0.176459 0.176294 0.129728 0.126156 0.10144
threshold=-0.11875499999999999 -0.085684999999999997 0.093265000000000015 -0.06884499999999999 -0.49218499999999993 0.11026000000000001 -0.10468499999999999 0.079575000000000021 0.083260000000000015 -0.0094899999999999984 0.07839500000000002 0.068185000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 9 -3 6 7 -6 -2 -4 11 -8 -11
right_child=1 2 3 -5 5 -7 10 -9 -10 12 -12 -13 -14
leaf_value=0.019996840620345464 0.0075650523946369135 0.018642082803245582 -0.0016459345832420193 -0.013658461145466688 -0.0089031019106481177 0.015077056753162251 0.0070202211567719618 0.0069670819246702934 0.019672111906827171 0.0046407757676297755 -0.0010254321036238057 0.013277933954256874 0.014183426643699069
leaf_weight=68 66 54 56 63 99 79 1482 59 72 61 53 98 67
leaf_count=68 66 54 56 63 99 79 1482 59 72 61 53 98 67
internal_value=0 0.00674832 0.00629322 0.00112925 0.00695523 0.00661679 0.00624261 -0.00296552 0.0138948 0.0062022 0.00713463 0.00740949 0.00964979
internal_weight=0 2309 2171 247 1924 1870 1791 158 138 184 1633 1580 128
internal_count=2377 2309 2171 247 1924 1870 1791 158 138 184 1633 1580 128
is_linear=0
shrinkage=0.16829


Tree=5806
num_leaves=19
num_cat=0
split_feature=12 13 0 0 13 147 12 48 160 13 50 0 156 12 48 51 0 13
split_gain=5.17661 2.13969 1.10063 1.33283 0.943552 0.684248 0.657037 0.572345 0.780206 0.558274 0.480275 0.359152 0.366108 0.346099 0.306986 0.201108 0.193368 0.117563
threshold=-0.040564999999999997 -0.16392499999999996 -0.023359999999999995 0.043875000000000004 -0.0042499999999999994 0.089365000000000014 0.087765000000000024 0.084260000000000015 -0.011514999999999999 -0.014114999999999997 -1.0000000180025095e-35 -0.14989499999999997 0.087205000000000019 -0.08947999999999999 0.092150000000000024 -0.10942499999999998 0.12474500000000001 -0.092704999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 -4 9 6 7 11 -9 13 -8 -3 -13 17 15 -12 -5 -1
right_child=1 2 3 16 -6 -7 10 8 -10 -11 14 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00071052457998549477 0.00068761529539158926 0.0015978938330651325 0.0005629356064559964 0.0012367931166963712 0.001103032175887917 0.00085984528381901953 0.00090575713449150017 0.0014264476578801509 0.00091972367286411968 0.00033862580738139297 0.0014153429631191959 0.0013615216579240155 0.0011058545855264015 0.00050550983810798862 0.0010080337773685016 0.0012049270436992484 0.00097976541129081614 0.00092540871495441573
leaf_weight=60 94 61 62 91 53 55 66 55 85 60 55 469 72 61 85 785 52 56
leaf_count=60 94 61 62 91 53 55 66 55 85 60 55 469 72 61 85 785 52 56
internal_value=0 0.00117501 0.00119798 0.000968139 0.000704171 0.00122431 0.00123585 0.00131054 0.00111905 0.000614826 0.0011799 0.00135501 0.00132756 0.000708254 0.00119942 0.00121875 0.00114357 0.000814565
internal_weight=0 2087 1993 205 290 1788 1733 742 140 237 991 602 541 177 925 840 143 116
internal_count=2377 2087 1993 205 290 1788 1733 742 140 237 991 602 541 177 925 840 143 116
is_linear=0
shrinkage=0.0032998


Tree=5807
num_leaves=12
num_cat=0
split_feature=14 48 150 484 159 41 151 484 50 48 48
split_gain=0.279517 0.237403 0.21825 0.181095 0.244208 0.128908 0.122705 0.127411 0.113502 0.178801 0.0436383
threshold=-0.10708499999999999 0.093265000000000015 -0.082924999999999985 0.12441000000000001 0.11819000000000002 1.0000000180025095e-35 -0.089309999999999987 0.087020000000000014 0.041865000000000006 0.10396500000000002 0.11951500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 -3 -11
right_child=1 8 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.01537346444799329 -0.0033704114138205492 -0.0061181183640152239 0.013791759842603267 0.016897138043700834 -0.0034672202091230084 0.01353289926442626 0.0070924588844733178 0.00096338640058883933 0.0084539457856706701 0.0070519158149704268 0.00050244857565881658
leaf_weight=102 56 86 73 54 61 91 1581 103 53 62 55
leaf_count=102 56 86 73 54 61 91 1581 103 53 62 55
internal_value=0 0.00635466 0.00696706 0.00726288 0.00698941 0.00733555 0.00701354 0.00671865 0.00151778 -0.000284293 0.00398846
internal_weight=0 2275 2019 1963 1909 1848 1757 1684 256 203 117
internal_count=2377 2275 2019 1963 1909 1848 1757 1684 256 203 117
is_linear=0
shrinkage=0.16829


Tree=5808
num_leaves=18
num_cat=0
split_feature=1 133 133 1 160 42 475 151 160 9 1 457 131 1209 1453 484 160
split_gain=0.252134 0.246401 0.418392 0.183369 0.203718 0.13963 0.118585 0.116715 0.139693 0.226158 0.321782 0.265925 0.204173 0.110907 0.11571 0.154882 0.0234185
threshold=0.086920000000000011 -0.088524999999999979 -0.0073049999999999999 0.079415000000000013 -0.52336499999999997 0.11929000000000002 -0.085719999999999977 0.057610000000000008 0.091625000000000026 1.0000000180025095e-35 0.094610000000000014 0.069910000000000014 0.077555000000000027 -0.065739999999999979 -1.0000000180025095e-35 1.0000000180025095e-35 -0.021849999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -6 8 9 10 12 -12 -4 -8 -15 -16 -5
right_child=1 2 7 16 5 -7 13 -9 -10 -11 11 -13 -14 14 15 -17 -18
leaf_value=-0.0037496043039347633 0.012129332811148221 -0.0096976774037185083 -0.0075102849680323183 0.010444304477077979 0.014182538208858682 -0.0012200231488710825 0.014326420025170757 -0.0028406875254430755 0.012636799214464128 -0.0062204048725846527 0.0053704275702880595 0.017554036494207583 0.0045296792356865605 0.013673638198481573 0.0068822784712567805 0.00076930110251395361 0.015217882599673011
leaf_weight=53 86 71 85 55 67 57 54 69 54 59 416 58 75 60 849 137 72
leaf_count=53 86 71 85 55 67 57 54 69 54 59 416 58 75 60 849 137 72
internal_value=0 0.00352266 0.00268616 0.00705254 0.00644326 0.00688609 0.00728356 0.00376588 0.00437853 0.00373244 0.00466148 0.00686504 -0.00185532 0.00686171 0.00647463 0.00603473 0.0131647
internal_weight=0 973 887 1404 1277 1224 1167 816 747 693 634 474 160 1100 1046 986 127
internal_count=2377 973 887 1404 1277 1224 1167 816 747 693 634 474 160 1100 1046 986 127
is_linear=0
shrinkage=0.16829


Tree=5809
num_leaves=18
num_cat=0
split_feature=4 41 3 1 4 2 52 1 1213 1212 1213 42 42 43 3 51 403
split_gain=0.203097 0.313042 0.303366 0.248969 0.255668 0.237953 0.210409 0.17003 0.126469 0.198829 0.158255 0.135623 0.169724 0.121374 0.15691 0.0993732 0.0710994
threshold=-0.46376499999999993 0.088520000000000015 -0.21779999999999997 0.089475000000000013 -0.07928499999999998 0.091335000000000013 -0.081594999999999987 0.13148500000000005 0.12389500000000002 0.090080000000000007 -0.077519999999999992 0.090040000000000023 0.085790000000000019 -0.081694999999999976 -0.012769999999999998 -0.04652499999999999 -0.080879999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 8 -5 13 -7 -8 9 11 -11 12 -4 -6 -15 -1 -13
right_child=1 -3 3 4 5 6 7 -9 -10 10 -12 16 -14 14 -16 -17 -18
leaf_value=0.0061072908026871013 -0.0079541067606293953 0.015981748677653503 0.0056030009979940948 -0.007043354170216524 0.00042669708195765206 -0.0098780243307144584 -0.0014168119614177267 0.00906572599290216 0.012915350374775768 0.0048610482615278113 -0.0081372297853649772 0.0078251455654271863 0.011082576404664223 0.0049993378457189545 0.014090932877149347 0.015217407743163016 0.0010681080223712534
leaf_weight=65 59 63 748 83 94 58 155 61 64 52 54 56 205 201 74 73 212
leaf_count=65 59 63 748 83 94 58 155 61 64 52 54 56 205 201 74 73 212
internal_value=0 0.00427767 0.00393798 0.00427026 0.00174048 0.00287711 -0.000874168 0.00153522 0.00558933 0.00523465 -0.00174377 0.00584194 0.0067836 0.00566748 0.00745234 0.0109394 0.00248673
internal_weight=0 2239 2176 2117 726 643 274 216 1391 1327 106 1221 953 369 275 138 268
internal_count=2377 2239 2176 2117 726 643 274 216 1391 1327 106 1221 953 369 275 138 268
is_linear=0
shrinkage=0.16829


Tree=5810
num_leaves=27
num_cat=0
split_feature=4 3 3 3 42 3 0 3 16 3 124 0 4 484 160 0 52 3 11 4 42 133 51 132 3 0
split_gain=8.06797 2.75086 1.05765 0.852501 0.924817 0.839676 0.741405 0.618109 0.47524 0.856457 0.302817 0.247847 0.40895 0.224045 0.210483 0.201455 0.199539 0.181477 0.179943 0.377781 0.179487 0.139154 0.0857517 0.0918404 0.0748364 0.0424729
threshold=0.30163500000000004 -0.066704999999999987 0.25468500000000005 -0.0035149999999999995 -1.0000000180025095e-35 -0.049204999999999992 -0.10803999999999998 1.0000000180025095e-35 -0.0074349999999999998 -0.14265999999999998 -0.084284999999999985 -0.23029499999999997 -0.053824999999999991 0.090710000000000013 -0.054789999999999998 -0.095104999999999981 0.047850000000000011 -0.084854999999999986 0.085155000000000022 -0.03463999999999999 0.090775000000000008 0.088525000000000006 -0.079404999999999989 0.0038750000000000004 0.11924500000000002 -0.084444999999999978
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 8 3 4 -3 -6 24 -8 9 -1 -7 -5 -13 15 17 16 -11 -10 19 20 -16 25 -17 -24 -2 -21
right_child=6 2 -4 11 5 10 7 -9 14 13 -12 12 -14 -15 18 22 -18 -19 -20 21 -22 -23 23 -25 -26 -27
leaf_value=0.0014582900944958878 0.00064753178023352885 0.00096561158601672029 0.00031115961625163233 0.0011549475256829697 0.0008565026234425326 0.00053949796107619075 0.00035048337812182136 -8.9087281923313548e-05 0.00067855270089261144 0.00079050368839859823 0.0001964982028693734 0.0010685922456217683 0.00075092894302490924 0.0012623716082914044 0.0012683786081908541 0.00118792573908595 0.0010499708333927818 0.00093525915242090654 0.00081355379459607509 0.00091268792013333587 0.0010178185087377871 0.00077565592129177723 0.0010360845341725201 0.0011630398256186087 0.00046799573595178239 0.0010524460383197309
leaf_weight=60 53 81 52 52 59 57 101 53 52 68 56 81 100 53 72 56 65 76 55 53 59 54 669 74 53 56
leaf_count=60 53 81 52 52 59 57 101 53 52 68 56 81 100 53 72 56 65 76 55 53 59 54 669 74 53 56
internal_value=0 0.000962611 0.000759547 0.000807451 0.000674345 0.000536973 0.000345521 0.000198974 0.00103437 0.00107402 0.000369828 0.000951831 0.000893282 0.00105057 0.000947434 0.00103849 0.000917576 0.000831247 0.000989946 0.00102282 0.0011558 0.000915738 0.00105857 0.00104878 0.000558096 0.000984813
internal_weight=0 2060 538 486 253 172 260 154 1522 1045 113 233 181 985 477 932 133 128 349 294 131 163 799 743 106 109
internal_count=2320 2060 538 486 253 172 260 154 1522 1045 113 233 181 985 477 932 133 128 349 294 131 163 799 743 106 109
is_linear=0
shrinkage=0.0032998


Tree=5811
num_leaves=18
num_cat=0
split_feature=4 2 12 1 15 49 160 1 14 2 16 1 52 1429 12 12 4
split_gain=16.2869 5.10127 2.79043 2.37298 0.893175 0.827455 0.801167 0.757532 0.646194 0.437311 0.414909 0.395585 0.362548 0.323334 0.370856 0.234402 0.0147123
threshold=0.30163500000000004 0.13388500000000003 -0.007389999999999999 0.092810000000000017 -0.46944499999999995 -0.020999999999999994 -0.011514999999999999 0.12500000000000003 0.062655000000000016 0.092300000000000007 0.51148500000000008 0.089910000000000004 0.026115000000000003 0.083810000000000009 0.084055000000000005 -0.089089999999999989 0.41696500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -4 16 9 13 12 -8 -11 14 -7 -5 -6
right_child=4 -3 5 15 7 8 11 -9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0014648157498659475 0.0007310869741104976 0.00059771088805870339 0.0014805730147073612 0.00081701047837410255 0.00045511394634347851 0.001630714284929054 0.0012577076702924065 5.0275783073668343e-05 0.0017727185896477145 0.0011889206242364332 0.0015542361486532734 0.00088243607986129174 0.0013956617476352355 0.0012613645823907256 0.0014502593810318855 0.00050234306074288927 0.00054178949608922394
leaf_weight=65 88 97 76 53 52 150 56 68 61 191 81 70 187 84 837 52 52
leaf_count=65 88 97 76 53 52 150 56 68 61 191 81 70 187 84 837 52 52
internal_value=0 0.00133705 0.00137357 0.000968864 0.000460381 0.00141192 0.00121186 0.000321676 0.0014373 0.0014239 0.00133777 0.0010495 0.00129129 0.00146078 0.00147772 0.000661511 0.00049879
internal_weight=0 2060 1963 170 260 1793 202 172 1591 1530 459 126 378 1071 987 105 104
internal_count=2320 2060 1963 170 260 1793 202 172 1591 1530 459 126 378 1071 987 105 104
is_linear=0
shrinkage=0.0032998


Tree=5812
num_leaves=13
num_cat=0
split_feature=1 0 3 1429 0 48 3 1210 0 0 12 1
split_gain=0.468767 0.180302 0.312727 0.185481 0.164338 0.161448 0.141648 0.141002 0.135333 0.271931 0.217615 0.15732
threshold=0.13554500000000003 -0.023359999999999995 -0.16324999999999998 0.087865000000000013 -0.065794999999999979 0.10990500000000002 -0.027864999999999997 -0.099939999999999987 -0.051594999999999995 -0.076539999999999983 0.096210000000000004 0.096300000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 7 -4 -1 9 11 -11 -9
right_child=4 2 6 -5 -6 -7 -8 8 -10 10 -12 -13
leaf_value=0.01424576477011138 0.00078077927164659053 0.0083953996127378964 -0.0092578265007377709 -0.003540035505510233 -0.010811682766439974 0.012836796352167246 0.001006865375980928 0.006757276849529292 0.012541438122003075 -0.0049322004319640395 0.0044176081559461206 0.0016907824879582134
leaf_weight=52 69 95 73 60 69 92 79 1169 71 126 160 205
leaf_count=52 69 95 73 60 69 92 79 1169 71 126 160 205
internal_value=0 0.00510518 0.000814915 0.0056519 -0.00500243 0.005947 -0.00391107 0.00559049 0.00532944 0.00501989 0.00029218 0.00600267
internal_weight=0 2182 247 1935 138 1875 152 1783 1731 1660 286 1374
internal_count=2320 2182 247 1935 138 1875 152 1783 1731 1660 286 1374
is_linear=0
shrinkage=0.16829


Tree=5813
num_leaves=22
num_cat=0
split_feature=4 16 11 15 4 16 40 12 15 49 155 51 49 133 4 150 4 42 12 12 16
split_gain=0.325753 0.341159 0.404171 0.337861 0.282006 0.194925 0.190007 0.217207 0.309913 0.198605 0.184302 0.2469 0.171892 0.145952 0.175139 0.0928141 0.131505 0.150789 0.0916002 0.0357973 0.0341659
threshold=0.40124500000000002 -0.007794999999999999 1.0000000180025095e-35 -0.4680149999999999 0.50569000000000008 0.51148500000000008 -1.0000000180025095e-35 0.083935000000000023 0.0056700000000000006 0.082565000000000013 0.098655000000000007 -0.091149999999999981 -0.084604999999999986 -1.0000000180025095e-35 -0.13833499999999996 0.084495000000000015 0.098655000000000007 0.10732000000000001 0.095490000000000005 -0.089089999999999989 -0.081414999999999987
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 2 6 -2 -5 10 19 8 9 20 11 -3 -13 -14 -15 16 17 -9 -7 -1 -8
right_child=3 5 -4 4 -6 18 7 15 -10 -11 -12 12 13 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0016453941432067719 0.0060668436695516846 -0.0086559731324382192 0.020537244566611622 -0.00084908627848287281 -0.015518911108010269 0.0028928186959069663 -0.00017918470918442083 0.0042574741636009173 0.02037253116407178 0.015376951618206949 0.009663482198512487 -0.0082051787795310149 0.0092381150527616404 -0.0076760256964039878 0.0025040066167361656 0.011368244436702627 -0.0020438017388064137 0.011296755012979018 0.012125667105191572 -0.0045241870534456618 0.0055073354190491707
leaf_weight=53 91 94 52 91 63 62 53 741 66 53 52 52 67 59 253 59 80 98 61 53 67
leaf_count=53 91 94 52 91 63 62 53 741 66 53 52 52 67 59 253 59 80 98 61 53 67
internal_value=0 0.00443136 0.00597142 -0.00205255 -0.00686204 0.00140367 0.00539756 0.00599305 0.0105475 0.00678886 0.000103909 -0.000839522 0.000861058 0.00210971 0.000573178 0.00487821 0.00445959 0.00508184 0.00748632 -0.00142245 0.00298082
internal_weight=0 2075 1375 245 154 700 1323 1217 239 173 577 525 431 379 312 978 919 839 123 106 120
internal_count=2320 2075 1375 245 154 700 1323 1217 239 173 577 525 431 379 312 978 919 839 123 106 120
is_linear=0
shrinkage=0.16829


Tree=5814
num_leaves=20
num_cat=0
split_feature=4 12 1 1 1 16 12 12 457 4 13 12 15 0 0 474 15 1 0
split_gain=22.5654 6.70024 3.02202 2.09915 1.34277 1.12135 0.663805 0.62218 0.68315 0.596336 0.802156 0.562622 0.519149 0.493929 0.47713 0.159788 0.298483 0.15814 0.145264
threshold=0.30163500000000004 -0.007389999999999999 0.092655000000000015 0.12640500000000002 0.13332000000000002 0.0045450000000000013 -0.089089999999999989 0.10823500000000001 0.080930000000000016 -0.49269499999999994 -0.053824999999999991 0.09202500000000001 -0.46503999999999995 -0.14857499999999998 -0.10891999999999999 0.023345000000000001 1.0000000180025095e-35 0.11239500000000001 -0.078269999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 7 -4 8 13 -7 15 -12 -2 -3 -15 16 -11 -14 -9
right_child=4 3 6 -5 -6 9 -8 18 -10 10 11 -13 17 14 -16 -17 -18 -19 -20
leaf_value=0.0015088751303253109 0.00097032166228604383 0.0019692430388601068 0.00090479304258635467 0.00095210549440949627 0.00021558422982098687 0.0017140591720852237 0.00042798977281678521 0.0015667417481950096 0.0014186666189870444 0.0013970861605131038 0.00098026304716336272 0.0014036590215408223 0.00069718723630282306 0.001434593029801072 0.001717829426658316 0.0017052210440866862 0.0017044716873651424 0.00043933056715353294 0.0013199882947350959
leaf_weight=73 53 81 64 52 101 99 64 52 91 112 59 84 53 71 991 56 52 53 59
leaf_count=73 53 81 64 52 101 99 64 52 91 112 59 84 53 71 991 56 52 53 59
internal_value=0 0.00154549 0.000972719 0.0016074 0.000513624 0.00162623 0.000666667 0.00167462 0.00169606 0.0014853 0.00142282 0.00122922 0.000702723 0.00171811 0.00169893 0.0015485 0.00149476 0.000568591 0.0014359
internal_weight=0 2060 201 1859 260 1807 128 1345 1234 462 363 143 159 1143 1062 220 164 106 111
internal_count=2320 2060 201 1859 260 1807 128 1345 1234 462 363 143 159 1143 1062 220 164 106 111
is_linear=0
shrinkage=0.0032998


Tree=5815
num_leaves=28
num_cat=0
split_feature=1 2 2 39 0 1 51 1 0 0 1 2 52 1212 15 2 156 403 2 49 13 159 43 52 52 2 15
split_gain=16.8235 3.51623 2.33147 0.983173 1.29192 0.812548 0.519327 0.926405 0.532961 0.414947 0.405642 0.396634 0.39124 0.360053 0.335841 0.327083 0.287508 0.262457 0.423178 0.338291 0.257361 0.251208 0.250707 0.139816 0.0882403 0.0724276 0.0552164
threshold=0.10932500000000002 0.14106500000000002 0.099325000000000011 0.088025000000000006 -0.12608499999999997 0.090540000000000023 -0.096089999999999981 0.081315000000000012 -0.050094999999999994 -0.07409499999999998 0.10244000000000002 0.090225000000000014 -0.15086999999999998 0.090840000000000018 -0.14524999999999996 0.16730000000000003 0.089770000000000016 -0.063554999999999987 0.083970000000000017 0.084075000000000025 -0.081029999999999977 -0.020999999999999994 -0.064499999999999988 -0.008794999999999999 0.088555000000000009 0.11342000000000001 0.090930000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 11 25 8 22 20 -9 13 -13 16 -6 -3 17 18 -1 -19 -7 -14 -8 -23 -25 -4 -22
right_child=1 15 6 -5 14 9 7 10 -10 -11 -12 12 21 -15 -16 -17 -18 19 -20 -21 26 23 -24 24 -26 -27 -28
leaf_value=0.0016130793447275691 0.00032415339218622044 5.1685980896411321e-05 0.0011993305426020273 0.00027891389750020267 0.00065156191035489264 0.00090430498550434868 0.0012394713021563594 0.00040391933064312104 0.00070514173054932205 0.00081159854342556471 0.00078017051344357461 0.0013765957680510245 0.0012643036350843662 0.0010357507668022929 0.00098213710086850182 -0.00031451630940227391 0.0010372070853728063 0.0012120933874291966 0.0012942390929298819 0.0014196506109824196 0.0011209330251204228 0.0011685406448036456 0.00096785408761598931 0.00088592167279822481 0.00104242899463653 0.0010253860670020442 0.0012702539459256664
leaf_weight=66 72 54 54 91 53 52 67 52 55 78 80 56 60 76 95 52 53 445 155 109 73 55 88 76 94 61 53
leaf_count=66 72 54 54 91 53 52 67 52 55 78 80 56 60 76 95 52 53 445 155 109 73 55 88 76 94 61 53
internal_value=0 0.000391122 0.00112123 0.000568044 0.000687479 0.00118414 0.000914529 0.000849582 0.000986043 0.00101401 0.000632217 0.00121909 0.00112222 0.0012556 0.000863993 -0.000127628 0.00127573 0.001292 0.00138962 0.00125299 0.00110251 0.00107211 0.00108549 0.0010207 0.000972668 0.00110737 0.00118402
internal_weight=0 417 1958 311 220 1501 457 342 210 256 132 1245 341 904 148 106 828 775 221 554 178 285 155 225 170 115 126
internal_count=2375 417 1958 311 220 1501 457 342 210 256 132 1245 341 904 148 106 828 775 221 554 178 285 155 225 170 115 126
is_linear=0
shrinkage=0.0032998


Tree=5816
num_leaves=30
num_cat=0
split_feature=1 3 1 124 150 0 1 1 3 4 3 150 49 1 51 4 157 4 4 42 0 4 1212 1446 0 13 157 16 13
split_gain=12.3684 2.99709 1.5775 0.999265 0.75347 0.573693 0.588303 0.561566 0.561213 0.552311 0.401535 0.367456 0.265003 0.228238 0.225676 0.243307 0.220136 0.214623 0.360036 0.198052 0.170635 0.164133 0.152873 0.161172 0.138358 0.14522 0.0701906 0.0598307 0.0338747
threshold=0.10932500000000002 -0.049204999999999992 0.090540000000000023 -1.0000000180025095e-35 1.0000000180025095e-35 -0.079119999999999982 0.081755000000000008 0.13630500000000004 -0.10919499999999999 0.23590000000000003 -0.08095999999999999 1.0000000180025095e-35 -0.047749999999999994 0.11918000000000002 0.055195000000000008 0.036620000000000007 -0.07686999999999998 -0.074934999999999988 -0.26545999999999997 0.11603500000000001 -0.065794999999999979 -0.019794999999999997 0.090465000000000018 0.083715000000000026 -0.070184999999999984 -0.067909999999999984 -0.086649999999999991 -0.043889999999999992 -0.066659999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 5 -4 17 10 8 11 -7 -2 12 13 -1 -3 15 21 26 18 -5 24 -9 -12 23 -18 28 -26 -14 -19 -10
right_child=1 7 3 4 -6 6 -8 20 19 -11 14 -13 16 -15 -16 -17 22 27 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0011123841105877754 0.0011909404258919878 0.00076518228118583893 0.0006398248644342039 0.0012308822965092152 0.00074733362750117546 0.00076530578322882249 0.0014504494677662564 0.00031911731799252045 0.0011643017488014427 0.00075288912307089578 0.0012017784239595683 0.00028775171614896499 0.0013837874990352255 0.00046395105859518723 0.0010187637761469547 0.0010952626835525419 0.0013093183603285865 0.0013088529150664702 0.00089140946011304761 0.0009752544916378674 6.3964280346585586e-05 0.0014051764064830208 0.0011589693590213599 0.0015008506448191455 0.0011071546332838658 0.0013303980023987598 0.0015607322996626636 0.00116751414815344 0.0010427743050687405
leaf_weight=64 66 52 69 66 63 52 56 58 52 61 95 63 54 60 75 103 435 72 73 69 57 87 67 57 53 91 57 76 72
leaf_count=64 66 52 69 66 63 52 56 58 52 61 95 63 54 60 75 103 435 72 73 69 57 87 67 57 53 91 57 76 72
internal_value=0 0.000557912 0.00118398 0.00100402 0.00107572 0.00123295 0.00113235 0.000372588 0.00108646 0.000980815 0.00127385 0.000490431 0.00131854 0.000604123 0.00118262 0.00122562 0.00133818 0.00114768 0.00105285 0.00113591 0.000192956 0.0012992 0.00131095 0.00133158 0.00117714 0.00124848 0.00147497 0.00123651 0.00109402
internal_weight=0 417 1958 419 350 1539 445 290 389 127 1094 175 734 112 360 285 670 287 139 337 115 182 559 492 268 144 111 148 124
internal_count=2375 417 1958 419 350 1539 445 290 389 127 1094 175 734 112 360 285 670 287 139 337 115 182 559 492 268 144 111 148 124
is_linear=0
shrinkage=0.0032998


Tree=5817
num_leaves=23
num_cat=0
split_feature=1 4 47 40 40 1 4 2 156 13 1212 13 1447 2 1 484 2 2 15 43 43 1
split_gain=16.0951 1.80241 1.62639 1.37598 1.28177 1.08865 0.688775 0.589793 0.508537 0.500604 0.399715 0.386364 0.307341 0.326669 0.325105 0.24323 0.230501 0.219241 0.21794 0.198184 0.15518 0.0828661
threshold=0.10932500000000002 0.27834500000000006 0.085505000000000012 -0.010334999999999999 -0.081174999999999983 0.12258000000000001 0.05864500000000001 0.097220000000000015 1.0000000180025095e-35 -0.026084999999999997 0.090840000000000018 0.034905000000000012 -0.084094999999999989 0.090115000000000015 0.091785000000000019 -0.059599999999999993 0.08598500000000002 0.14307 -1.0000000180025095e-35 0.00037500000000000006 0.0011450000000000004 0.11421000000000002
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 3 4 9 -2 21 -4 10 11 -1 12 15 18 14 -14 -9 -12 -7 -5 -17 -15 -6
right_child=2 -3 6 7 5 17 -8 8 -10 -11 16 -13 13 20 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0010386476645836927 0.00028887897386886344 0.0010115233092805012 0.0014839730208597403 0.0017083827258184622 0.0010013272873553812 0.00077276948100801096 0.0009853102056572847 0.0013451322291437595 0.0017690716412790347 0.0014728187009285419 0.0013534203669786787 0.0012641264836667275 0.0017387719684404039 0.0016223597230197108 0.0015595110338964301 0.0016651005685264092 0.0016488406906911412 0.00049484429576941626 0.002010627553978878 0.0014349904426986318 0.0014231345075787201 0.0011867443792057196
leaf_weight=53 52 54 56 52 56 72 67 57 84 66 62 73 760 186 134 139 58 56 58 62 60 58
leaf_count=53 52 54 56 52 56 72 67 57 84 66 62 73 760 186 134 139 58 56 58 62 60 58
internal_value=0 0.00160774 0.000893543 0.00162464 0.000759928 0.000861 0.00121263 0.00164761 0.00153763 0.00127974 0.0016809 0.00147879 0.00169857 0.00168219 0.00171194 0.00153939 0.0014965 0.000651452 0.00186807 0.0015943 0.00157391 0.00109597
internal_weight=0 1958 417 1904 294 242 123 1785 415 119 1370 331 1250 1140 894 258 120 128 110 201 246 114
internal_count=2375 1958 417 1904 294 242 123 1785 415 119 1370 331 1250 1140 894 258 120 128 110 201 246 114
is_linear=0
shrinkage=0.0032998


Tree=5818
num_leaves=14
num_cat=0
split_feature=2 15 43 1212 39 2 401 15 4 133 2 2 15
split_gain=0.342672 0.225318 0.177769 0.191781 0.217864 0.250312 0.218469 0.270042 0.254775 0.210854 0.209344 0.169772 0.169622
threshold=0.13673000000000005 -0.035449999999999988 -0.46848499999999998 0.090465000000000018 0.087735000000000021 -1.0000000180025095e-35 0.094955000000000025 -0.23488499999999998 0.30163500000000004 -0.077039999999999983 0.08598500000000002 0.084825000000000025 -0.26826999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 -1 4 6 -6 7 -4 11 -8 -5 -9 -2
right_child=1 -3 3 10 5 -7 9 8 -10 -11 -12 -13 -14
leaf_value=-0.00029115121032750408 -0.0022702518453059034 -0.0091020964942057948 0.018723407354957648 -0.0047414869126973609 -0.006599066854444521 0.0083832045421265381 -0.005613380627312238 0.012052475111278148 -0.002207820748378973 0.0088732383584682901 0.0078729622037615743 0.0083214174796274361 0.010472608804031606
leaf_weight=71 58 52 88 65 55 74 54 512 54 60 87 1085 60
leaf_count=71 58 52 88 65 55 74 54 512 54 60 87 1085 60
internal_value=0 0.000116351 0.00796862 0.00824427 0.00868644 0.00198149 0.00915225 0.00962038 0.00913409 0.0019954 0.00246681 0.00951872 0.00419394
internal_weight=0 170 2205 2134 1982 129 1853 1739 1651 114 152 1597 118
internal_count=2375 170 2205 2134 1982 129 1853 1739 1651 114 152 1597 118
is_linear=0
shrinkage=0.16829


Tree=5819
num_leaves=24
num_cat=0
split_feature=4 3 39 1 3 0 16 15 4 15 133 15 4 13 156 0 15 4 16 1 43 159 15
split_gain=15.6839 4.04627 2.56892 1.34645 0.8809 0.628516 0.815753 1.23294 0.616409 0.790725 0.613798 0.501926 0.303288 0.297857 0.286823 0.347784 0.269176 0.425149 0.241325 0.225831 0.225382 0.215549 0.16941
threshold=0.30163500000000004 0.25468500000000005 0.081875000000000017 0.12835000000000002 -0.078964999999999994 -0.079604999999999995 0.081265000000000018 0.085465000000000013 0.024315000000000003 -0.061559999999999997 0.087005000000000013 -0.087044999999999997 -0.44205499999999992 -0.08533499999999998 0.084715000000000013 -0.07304999999999999 0.093175000000000022 -0.08916499999999998 -0.061784999999999993 0.078340000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090455000000000021
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=1 2 4 20 5 16 7 -7 12 18 11 -4 -6 -5 15 -14 17 -1 -10 -8 -2 -19 -9
right_child=3 -3 10 13 8 6 19 22 9 -11 -12 -13 14 -15 -16 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=0.0018468065949439609 0.00058785445160247499 0.00050357920928134311 0.0013708340869884985 9.08864626907449e-05 0.0016335672573862218 0.00085105021556181775 0.0014179063943342784 0.0015640079122113285 0.0014999086141503427 0.00085345218393445207 0.0007190892759174522 0.00093158597423820798 0.0014090941467385057 0.00042259361994373971 0.0016083026216386718 0.0011847772346442415 0.0013402595123177606 0.0016771571319780028 0.0011924147927516446 0.0016691173250477887 0.00086089774427012666 0.0015183822960275766 0.0013182494081465609
leaf_weight=55 58 55 58 56 59 62 75 53 53 56 52 57 270 63 53 108 66 115 63 89 80 637 82
leaf_count=55 58 55 58 56 59 62 75 53 53 56 52 57 270 63 53 108 66 115 63 89 80 637 82
internal_value=0 0.0013879 0.00141146 0.00052446 0.00144606 0.00149842 0.00138169 0.00123769 0.00134842 0.00117722 0.00101839 0.00115343 0.00140844 0.000266792 0.00137754 0.0013451 0.00154664 0.00156348 0.00133321 0.00155445 0.000746396 0.00154271 0.00141499
internal_weight=0 2118 2063 257 1896 1234 361 197 662 172 167 115 490 119 431 378 873 807 116 164 138 752 135
internal_count=2375 2118 2063 257 1896 1234 361 197 662 172 167 115 490 119 431 378 873 807 116 164 138 752 135
is_linear=0
shrinkage=0.0032998


Tree=5820
num_leaves=11
num_cat=0
split_feature=3 123 15 48 14 16 48 49 15 16
split_gain=10.2892 6.10596 2.32945 1.17536 0.783228 0.662972 0.60265 0.477101 0.320537 0.290027
threshold=0.30112000000000005 0.081180000000000016 -0.37478999999999996 0.11951500000000001 0.019675000000000002 -0.50884499999999988 0.083570000000000019 0.13022500000000004 -0.0092549999999999976 -0.087139999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -3 8 -7 -2
right_child=9 6 3 -5 -6 7 -8 -9 -10 -11
leaf_value=0.00071919735377337093 -7.0261824721158848e-06 0.00047555182637252179 0.00098743434127854181 0.00083272127275352845 0.0016571964628233579 0.0012698665883900833 0.00085178721959750935 0.0010002891886212223 0.0013616936168571109 0.00034083904151279077
leaf_weight=78 52 97 71 57 71 723 90 52 1031 52
leaf_count=78 52 97 71 57 71 723 90 52 1031 52
internal_value=0 0.00122839 0.00127968 0.00130147 0.00131517 0.00130221 0.000656816 0.00131457 0.00132386 0.000166568
internal_weight=0 2270 2083 2005 1948 1877 187 1806 1754 104
internal_count=2374 2270 2083 2005 1948 1877 187 1806 1754 104
is_linear=0
shrinkage=0.0032998


Tree=5821
num_leaves=19
num_cat=0
split_feature=2 2 2 2 123 13 51 1186 133 13 49 2 133 1456 130 1455 13 2
split_gain=8.04836 3.59782 1.87331 1.2924 1.20578 0.672913 0.539846 0.530825 0.510692 0.473338 0.322581 0.287614 0.265793 0.227793 0.228507 0.230929 0.104325 0.0405082
threshold=0.11517500000000001 -1.0000000180025095e-35 0.16394500000000004 0.099675000000000014 0.086935000000000026 -0.09057999999999998 -0.096089999999999981 0.049580000000000006 0.085980000000000015 -0.14819499999999997 -0.014169999999999999 0.10859000000000001 0.0024650000000000006 0.085185000000000011 -0.016449999999999996 0.080040000000000014 -0.0025349999999999995 0.12454500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 7 5 -2 -5 9 -1 -3 -8 16 17 14 -11 -16 -12 -7
right_child=2 3 -4 6 -6 12 10 -9 -10 13 11 -13 -14 -15 15 -17 -18 -19
leaf_value=0.00081272492876220237 0.00050526878248679662 0.0015389341527313968 8.3776301940089663e-05 0.0012876395956672715 0.00027221193880632534 0.00089010387460286252 0.00076187996537402023 0.0015493604791510021 0.00040758324648810249 0.0013954921069073267 0.0010365370633222681 0.00086517281941003049 0.0010883510634821791 0.0013839125749940322 0.0012101072162699247 0.0010371923259557346 0.0012280625612074124 0.00075998734924472738
leaf_weight=93 55 53 59 68 52 60 70 60 54 69 81 82 68 88 1154 94 56 58
leaf_count=93 55 53 59 68 52 60 70 60 54 69 81 82 68 88 1154 94 56 58
internal_value=0 0.00116179 0.000620901 0.00120079 0.000728939 0.00082734 0.00102159 0.00124291 0.000664137 0.00123027 0.000958867 0.00102167 0.000922386 0.0012186 0.00120753 0.00119711 0.00111508 0.000826447
internal_weight=0 2022 352 1875 293 241 357 1518 147 1458 289 219 186 1405 1317 1248 137 118
internal_count=2374 2022 352 1875 293 241 357 1518 147 1458 289 219 186 1405 1317 1248 137 118
is_linear=0
shrinkage=0.0032998


Tree=5822
num_leaves=19
num_cat=0
split_feature=4 3 1444 1453 3 157 3 3 3 399 3 12 0 12 49 0 12 12
split_gain=0.627131 0.354968 0.285134 0.180247 0.155522 0.389051 0.338734 0.186006 0.447571 0.193974 0.153157 0.149569 0.225279 0.341123 0.21606 0.196502 0.143373 0.0910356
threshold=0.043850000000000007 0.12745000000000004 -0.050539999999999995 -0.048199999999999993 -0.14162499999999997 -0.15034999999999996 -0.18766499999999997 -0.0063999999999999986 0.17646500000000004 0.088595000000000021 0.09722500000000002 0.089045000000000013 -0.10324499999999999 -0.074254999999999988 -0.006494999999999999 -0.064539999999999986 -0.085209999999999994 0.09697500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 -4 6 -6 -5 9 10 16 -9 12 14 -14 -2 17 -7 -13
right_child=1 -3 3 4 5 7 -8 8 -10 -11 -12 15 13 -15 -16 -17 -18 -19
leaf_value=-0.0022873916698977338 -0.00031987551756052071 -0.0069784179353369171 0.00082041076801928319 0.0082917818255330948 -0.0040570492089312517 0.00059790842347559505 0.024765830202765474 0.015476340908586414 0.0019849022384059887 0.018575901741492394 0.02684156861151811 0.0083902246297420744 0.0073140427923971477 -0.0085720758262089972 0.013176738693286276 0.017003512724910852 0.0095054941039438845 9.838918428168927e-05
leaf_weight=55 58 82 59 80 55 54 64 83 53 65 58 102 66 91 79 55 1155 60
leaf_count=55 58 82 59 80 55 54 64 83 53 65 58 102 66 91 79 55 1155 60
internal_value=0 0.00329097 0.00961466 0.00999497 0.0103186 0.0098156 0.0156261 0.0103366 0.0152069 0.00959353 0.0201641 0.00494241 0.00246014 -0.00188239 0.00744973 0.0082972 0.00910912 0.00533026
internal_weight=0 593 1781 1726 1667 1523 144 1468 194 1274 141 511 294 157 137 217 1209 162
internal_count=2374 593 1781 1726 1667 1523 144 1468 194 1274 141 511 294 157 137 217 1209 162
is_linear=0
shrinkage=0.16829


Tree=5823
num_leaves=19
num_cat=0
split_feature=4 3 480 16 13 402 133 4 13 1453 158 4 13 1213 16 3 1213 13
split_gain=0.433754 0.245663 0.229782 0.204745 0.212986 0.186002 0.156779 0.146351 0.141144 0.127186 0.132623 0.124961 0.228698 0.155819 0.134754 0.116366 0.110294 0.117461
threshold=0.043850000000000007 0.12745000000000004 -0.039079999999999997 -0.41574999999999995 -0.08151499999999999 0.11174500000000002 0.099660000000000012 0.36766000000000004 -0.0068799999999999998 -0.048199999999999993 0.099510000000000015 -0.082249999999999976 0.058475000000000006 -0.081109999999999988 0.15737500000000001 -0.026769999999999999 0.030935000000000004 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 -5 9 15 -2 -9 -4 11 12 13 -11 -14 -6 17 -13
right_child=1 -3 5 4 6 -7 -8 8 -10 10 -12 16 14 -15 -16 -17 -18 -19
leaf_value=-0.0026860469833981378 0.012799098579886137 -0.0058040208907313377 0.0013693346666617311 -0.0074351562579013592 0.0096865806151985555 0.00099665782785158348 -0.0042770021295132632 -0.0017961091811178242 0.0093816461018582514 0.0056269599157655979 0.01665270160921228 0.011500638313204237 -0.00038139769170359827 0.014701338674664378 0.010349044563605815 0.00054503274442204981 0.0020367577779957934 0.0070920664508895854
leaf_weight=55 98 82 64 64 102 93 54 60 68 66 63 231 67 302 65 65 91 684
leaf_count=55 98 82 64 64 102 93 54 60 68 66 63 231 67 302 65 65 91 684
internal_value=0 0.00273764 0.00799763 0.00411183 0.00110475 0.00833911 0.00358597 0.007896 0.00412804 0.00875617 0.00905633 0.00873736 0.0109202 0.0130788 0.00488892 0.00613925 0.00765066 0.00820701
internal_weight=0 593 1781 511 285 1726 221 226 128 1633 1569 1506 500 368 132 167 1006 915
internal_count=2374 593 1781 511 285 1726 221 226 128 1633 1569 1506 500 368 132 167 1006 915
is_linear=0
shrinkage=0.16829


Tree=5824
num_leaves=22
num_cat=0
split_feature=1 2 2 4 150 39 150 0 2 4 42 51 1 0 4 157 4 1453 151 39 42
split_gain=10.815 2.42568 1.30851 1.25604 0.901602 0.852482 0.471429 0.532777 0.467378 0.412053 0.387579 0.340919 0.440317 0.368026 0.321187 0.246583 0.238055 0.187111 0.207191 0.126456 0.0534546
threshold=0.10892500000000001 0.14721500000000001 0.099675000000000014 0.41379000000000005 0.082965000000000025 0.081875000000000017 0.087380000000000013 -0.15385999999999997 1.0000000180025095e-35 0.0051600000000000005 0.11387000000000001 -0.096089999999999981 0.081315000000000012 -0.052619999999999993 0.066275000000000014 -1.0000000180025095e-35 -0.0041799999999999988 -0.044999999999999991 -0.086944999999999981 0.089650000000000021 0.079170000000000004
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=2 3 6 4 8 11 7 -1 -2 10 17 16 13 20 -11 -8 -4 -9 -19 -5 -13
right_child=1 -3 5 19 -6 -7 15 9 -10 14 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0014522136081741245 0.0010806705969458709 -1.8987393424949557e-05 0.0013128791659131724 0.00046030692370044508 0.00046047850704473829 0.00055963811905193801 0.0010857877604878276 0.00099032981507720741 0.00068903293504057926 0.00083448940758639443 0.00093037885781718907 0.0010383207663008267 0.00074030543768537082 0.00078425080487287788 0.0011442132889386337 0.00077237127182660614 0.00099374231389281727 0.0010141698747460784 0.0011998568046625742 0.000252176752661821 0.0011714802764942029
leaf_weight=63 89 78 52 81 64 58 56 58 54 82 76 77 92 55 68 56 53 73 963 54 72
leaf_count=63 89 78 52 81 64 58 56 58 54 82 76 77 92 55 68 56 53 73 963 54 72
internal_value=0 0.000505679 0.0010895 0.000625443 0.000787094 0.000934962 0.00113693 0.00115371 0.000933026 0.00113944 0.00116047 0.000989161 0.000931233 0.00101716 0.000975132 0.000929394 0.00115213 0.00117642 0.00118681 0.000377316 0.0011029
internal_weight=0 420 1954 342 207 459 1495 1383 143 1320 1170 401 296 204 150 112 105 1094 1036 135 149
internal_count=2374 420 1954 342 207 459 1495 1383 143 1320 1170 401 296 204 150 112 105 1094 1036 135 149
is_linear=0
shrinkage=0.0032998


Tree=5825
num_leaves=26
num_cat=0
split_feature=4 150 43 4 12 52 16 456 158 4 12 12 42 160 42 42 42 160 2 52 4 12 1446 16 4
split_gain=0.463824 0.315527 0.281098 0.278688 0.43933 0.323806 0.275279 0.202741 0.195866 0.230094 0.328619 0.482291 0.20515 0.138546 0.185688 0.128835 0.215893 0.186365 0.305739 0.122018 0.107662 0.089856 0.0880374 0.0619836 0.0457974
threshold=0.00077000000000000018 0.08926000000000002 -0.074359999999999996 0.41257000000000005 -1.0000000180025095e-35 0.016565000000000003 -0.15043499999999996 0.088285000000000016 0.099510000000000015 -0.082249999999999976 0.090775000000000008 0.095935000000000006 0.087800000000000003 -0.014774999999999998 -0.0079449999999999989 -0.079234999999999986 0.082115000000000007 0.043720000000000009 0.090485000000000024 1.0000000180025095e-35 0.056640000000000003 0.083785000000000012 0.037915000000000011 -0.11118499999999999 -0.016759999999999994
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=7 2 19 5 -5 6 -4 8 9 10 12 -12 13 -1 -15 24 17 18 -17 23 -8 -18 -23 -2 -11
right_child=1 -3 3 4 -6 -7 20 -9 -10 15 11 -13 -14 14 -16 16 21 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.014609843326749437 -0.0072601589315725423 -0.0048780961287249545 0.02537019625993962 0.012960127504725697 -0.0069435660423164628 0.0031494307337891704 0.0054051618523626999 0.017860714721513064 0.016799425028097833 0.0086976386551639358 0.030344904749229098 0.0097639374967432788 0.018232643936260451 0.0087732133337765986 -1.0033337832795376e-05 0.010730995480272841 0.014050060032232692 -0.0065355952783971577 -0.0033640588485812934 0.0051359606888366173 0.015453155006992958 0.0059784493319189214 0.012904566839532736 6.3910257025814372e-05 0.015375330307155381
leaf_weight=55 52 103 53 54 75 99 57 68 76 71 54 81 52 175 111 94 53 62 81 96 66 475 59 87 52
leaf_count=55 52 103 53 54 75 99 57 68 76 71 54 81 52 175 111 94 53 62 81 96 66 475 59 87 52
internal_value=0 0.00375677 0.00515143 0.00784378 0.00137429 0.010872 0.0152058 0.0088429 0.00844637 0.00801476 0.0108347 0.0180096 0.00836548 0.00685554 0.00535805 0.0064406 0.00567791 0.00138154 0.00419673 0.000515252 0.0108114 0.0074095 0.00674706 -0.0026631 0.0115353
internal_weight=0 742 639 404 129 275 176 1619 1551 1475 528 135 393 341 286 947 824 237 175 235 123 587 534 139 123
internal_count=2361 742 639 404 129 275 176 1619 1551 1475 528 135 393 341 286 947 824 237 175 235 123 587 534 139 123
is_linear=0
shrinkage=0.16829


Tree=5826
num_leaves=31
num_cat=0
split_feature=1 52 1 2 2 4 12 52 12 12 16 52 16 4 0 16 2 4 403 403 1447 160 12 12 0 2 16 16 133 52
split_gain=10.5347 2.79852 1.31699 1.4134 1.01671 0.952916 0.555809 0.502972 0.473528 0.51495 0.428558 0.347025 0.587992 0.322572 0.272542 0.283686 0.231653 0.22574 0.192498 0.182446 0.161533 0.152731 0.186083 0.143241 0.183574 0.128062 0.125036 0.101849 0.0751051 0.00819883
threshold=0.10491000000000002 -0.40011499999999994 0.12394500000000001 0.10515500000000001 0.099325000000000011 -0.082869999999999985 1.0000000180025095e-35 0.091820000000000013 0.085665000000000005 0.11628000000000001 -0.015159999999999998 -0.054974999999999989 -0.41163499999999992 -9.4999999999999992e-05 -0.087454999999999991 0.064610000000000015 0.087435000000000013 -0.0072499999999999995 -0.020649999999999998 -0.090774999999999981 -0.0035149999999999995 0.060610000000000004 0.086620000000000016 0.089625000000000024 -0.082784999999999984 0.11444000000000001 0.029300000000000003 -0.068504999999999996 0.037060000000000003 -0.059354999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 7 13 14 10 17 -6 -4 -13 -7 -1 18 19 29 28 -8 -18 22 -22 27 -25 -5 -19 -21 -16 -10
right_child=1 2 11 25 8 6 16 -9 9 -11 -12 12 -14 -15 15 -17 20 26 -20 23 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001572275978259639 0.0013993259885914098 0.0010819140639343704 0.00018220081503119548 0.00069015725146297105 0.0011045319502752317 0.00082390748418128645 0.0011377866769830872 0.0017128836912005665 0.0013749757753453663 0.00086426526176321768 0.00069891006774139709 0.00031547172724828205 0.00073916149314608181 0.0011622438918727511 0.0014098092205161647 0.0015418187521750127 0.0013681599974929529 0.0012326019166553942 0.0011384489229814849 0.0014287261401342451 0.00095851630401593685 0.0013234180308151684 0.0011741674188522214 0.0010763850715825329 0.0013276963534011403 0.0004851964551544659 0.0010026893275993736 0.0013031337251643957 0.0012446207228829238 0.0012925082532073331
leaf_weight=58 54 95 55 55 57 56 72 53 56 54 58 87 61 71 83 52 52 55 83 143 54 61 281 54 85 90 54 164 56 52
leaf_count=58 54 95 55 55 57 56 72 53 56 54 58 87 61 71 83 52 52 55 83 143 54 61 281 54 85 90 54 164 56 52
internal_value=0 0.000689616 0.000603025 0.000768661 0.00123049 0.00127001 0.00122004 0.00141177 0.00107908 0.00115483 0.000900264 0.000407027 0.000490339 0.00101333 0.00136359 0.00131929 0.00124718 0.00122697 0.001267 0.00129549 0.00119125 0.00116793 0.00113951 0.00132087 0.00123032 0.000563183 0.00111902 0.00136175 0.00134351 0.0013356
internal_weight=0 497 443 240 1864 1478 1093 385 386 271 115 203 148 127 332 274 966 217 222 518 448 396 335 446 139 145 109 307 139 108
internal_count=2361 497 443 240 1864 1478 1093 385 386 271 115 203 148 127 332 274 966 217 222 518 448 396 335 446 139 145 109 307 139 108
is_linear=0
shrinkage=0.0032998


Tree=5827
num_leaves=22
num_cat=0
split_feature=4 123 3 4 3 160 3 2 2 3 158 48 43 49 49 43 3 51 133 3 16
split_gain=10.7557 3.49211 2.17092 0.958031 0.815341 0.653301 0.589851 0.928637 0.556196 0.465189 0.45129 0.434074 0.371866 0.322896 0.312893 0.282053 0.239248 0.230427 0.218659 0.207378 0.180065
threshold=0.30163500000000004 0.081990000000000021 0.11372500000000001 -0.033449999999999987 -0.082634999999999986 -0.077459999999999987 -0.13088999999999998 0.098365000000000022 0.093365000000000017 -0.041784999999999996 0.091505000000000017 0.08796000000000001 -0.15582499999999996 -0.014169999999999999 0.0016050000000000003 0.065040000000000014 0.10812000000000001 -0.089214999999999989 0.092470000000000011 0.045635000000000002 -0.013125
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 2 3 6 -2 -6 7 -1 10 14 13 -3 -8 20 -10 19 -7 -15 -16 -14 -5
right_child=4 11 -4 8 5 16 12 -9 9 -11 -12 -13 15 17 18 -17 -18 -19 -20 -21 -22
leaf_value=0.0017989410928989542 0.00077407650231223072 0.00082320391429399631 0.00073285230063419493 0.00089957457476064987 0.00066166315686120171 7.967594722631301e-05 0.0010259273376806441 0.0012583815823547491 0.00096635853377581929 0.00077947051240707585 0.0015232004617042828 0.00042325765172253343 0.0013093937529358285 0.0010543749334820335 0.0013381494500769541 0.0011283942075764996 0.00036699784112786271 0.0012800268790405572 0.0010693707970342832 0.0014982648460816397 0.0011623406021249523
leaf_weight=68 70 70 92 52 53 63 56 72 92 56 53 52 680 60 76 89 64 340 62 73 68
leaf_count=68 70 70 92 52 53 63 56 72 92 56 53 52 680 60 76 89 64 340 62 73 68
internal_value=0 0.00119555 0.00122881 0.00125284 0.000471467 0.000353589 0.00132057 0.00152119 0.00117096 0.00105126 0.00123064 0.000653024 0.00128925 0.00120076 0.00111729 0.00130672 0.000224745 0.00124627 0.00121765 0.00132775 0.00104877
internal_weight=0 2111 1989 1897 250 180 1038 140 859 286 573 122 898 520 230 842 127 400 138 753 120
internal_count=2361 2111 1989 1897 250 180 1038 140 859 286 573 122 898 520 230 842 127 400 138 753 120
is_linear=0
shrinkage=0.0032998


Tree=5828
num_leaves=29
num_cat=0
split_feature=4 12 150 16 0 4 12 4 39 3 48 0 12 16 50 50 0 403 4 50 3 16 16 42 42 0 403 42
split_gain=10.8586 4.42472 2.79244 0.824097 0.900439 0.949064 0.760349 0.703598 0.483023 0.473041 0.38185 0.333429 0.297053 0.287132 0.262793 0.262783 0.173679 0.122795 0.12026 0.111508 0.128472 0.108621 0.106909 0.0993056 0.0929003 0.0773589 0.0513522 0.0213672
threshold=0.30163500000000004 0.054520000000000006 0.087000000000000008 0.15454000000000004 -0.14989499999999997 -0.0047649999999999993 0.12701500000000002 -0.082869999999999985 0.088025000000000006 0.13772500000000001 0.083570000000000019 -0.10075499999999998 0.093840000000000021 -0.077879999999999991 0.077805000000000013 0.093680000000000013 0.12113000000000002 -0.090774999999999981 -0.0053799999999999985 0.096900000000000014 -0.080604999999999996 -0.090639999999999984 0.0055300000000000011 0.084145000000000011 0.085495000000000015 -0.082654999999999992 -0.020649999999999998 -0.088334999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 7 13 9 11 -6 -2 14 21 17 -16 24 -9 19 20 -14 -3 -19 -17 -15 -20 27 -23
right_child=8 6 -4 -5 5 -7 -8 12 -10 -11 -12 -13 18 16 15 23 -18 22 25 -21 -22 26 -24 -25 -26 -27 -28 -29
leaf_value=0.0013746617069830031 0.00093322271486051848 0.0015294916326048734 0.00042663120101311654 0.0013923887045249302 0.00051221691073682777 0.0011592395360576449 0.0009439489264603711 0.0011799040877659987 0.00032103549464991619 0.00037384225754247491 0.0008931798870289025 0.00057965864336441614 0.0011194579823344845 0.0017674479811967004 0.0016542916913195921 0.0015066258425680005 0.0014352089695077595 0.0013546220082471438 0.0012584041289021586 0.0014285867871320207 0.0013100069383637585 0.0014453064654785693 0.0012326187908311443 0.0013266182634364761 0.0015610313348481755 0.0011088461967839241 0.0012590051087838906 0.0013384275589274244
leaf_weight=57 57 54 85 79 57 90 52 71 79 53 59 61 60 52 53 53 61 433 70 52 129 60 105 116 54 101 52 56
leaf_count=57 57 54 85 79 57 90 52 71 79 53 59 61 60 52 53 53 61 433 70 52 129 60 105 116 54 101 52 56
internal_value=0 0.00126288 0.000962576 0.00109568 0.00100641 0.00090435 0.00133901 0.00135158 0.000535336 0.000634134 0.000706286 0.000750747 0.00131299 0.00147479 0.00134939 0.00144814 0.00157977 0.00131333 0.00123948 0.00128845 0.0012497 0.00139566 0.00133088 0.00138328 0.00166262 0.00117027 0.00135243 0.00139401
internal_weight=0 2111 427 342 263 206 1684 1632 250 171 116 118 1243 389 831 222 167 609 412 241 189 222 538 169 106 171 168 116
internal_count=2361 2111 427 342 263 206 1684 1632 250 171 116 118 1243 389 831 222 167 609 412 241 189 222 538 169 106 171 168 116
is_linear=0
shrinkage=0.0032998


Tree=5829
num_leaves=18
num_cat=0
split_feature=1 2 2 1 12 52 160 2 12 49 1427 52 399 159 2 159 1
split_gain=0.396095 0.498657 0.454427 0.373972 0.310027 0.311324 0.304573 0.26026 0.190484 0.178085 0.155354 0.151305 0.118832 0.12992 0.169394 0.0939155 0.0267025
threshold=0.11570500000000002 -0.007134999999999999 -0.023999999999999997 0.14426500000000003 1.0000000180025095e-35 0.088785000000000017 1.0000000180025095e-35 0.11891500000000001 0.11628000000000001 -0.020999999999999994 0.083935000000000023 -0.087769999999999987 0.088595000000000021 0.08512500000000002 0.084825000000000025 0.11402500000000002 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 6 9 -3 10 -4 12 -11 13 14 -6 -15 -9
right_child=1 3 4 -5 8 -7 -8 16 -10 11 -12 -13 -14 15 -16 -17 -18
leaf_value=0.024567230293991597 -0.011069904383748245 0.010298643505084172 -0.0085656307465609045 0.017710364168255197 0.011848419439634279 0.015832850719621205 0.010232699954026717 -0.0053161792561305038 0.0016481429725492493 0.0093812760575161386 0.019125498723008161 -0.0018011485766774675 0.016785111245851185 0.017232170015226794 0.0077032239992214325 0.0085368763522955474 -0.00014073359237090611
leaf_weight=54 59 73 64 60 420 58 97 53 76 52 55 100 70 103 850 55 62
leaf_count=54 59 73 64 60 420 58 97 53 76 52 55 100 70 103 850 55 62
internal_value=0 0.00282483 0.00931452 0.00613767 0.0089018 0.00450239 0.00239708 0.00243471 0.00990265 -0.00111337 0.0103054 0.0020126 0.00998042 0.00964559 0.00907549 0.0142167 -0.00254156
internal_weight=0 307 2054 248 2000 371 313 188 1629 216 1553 152 1498 1428 1270 158 115
internal_count=2361 307 2054 248 2000 371 313 188 1629 216 1553 152 1498 1428 1270 158 115
is_linear=0
shrinkage=0.16829


Tree=5830
num_leaves=10
num_cat=0
split_feature=10 9 1429 11 16 0 481 399 1429
split_gain=0.437226 0.191294 0.169435 0.159524 0.288821 0.152165 0.204659 0.145404 0.131763
threshold=-0.092019999999999977 -1.0000000180025095e-35 -0.086994999999999989 0.078340000000000007 0.39524000000000009 0.11026000000000001 -0.087424999999999989 0.090145000000000017 0.087865000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 8 -8
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=-0.0082402592766037085 -0.002038434245769041 0.016240297047159562 -0.0026773420002963338 -0.0041699105323181893 0.01127451594750847 0.015989033213561793 0.0076298549431074629 -0.0004526877220572996 0.00035556850088256769
leaf_weight=58 71 53 63 97 53 52 1764 70 74
leaf_count=58 71 53 63 97 53 52 1764 70 74
internal_value=0 0.00654137 0.00681583 0.00658514 0.00127514 0.00697798 0.00673933 0.0070512 0.00733796
internal_weight=0 2297 2226 2173 150 2023 1971 1908 1838
internal_count=2355 2297 2226 2173 150 2023 1971 1908 1838
is_linear=0
shrinkage=0.16829


Tree=5831
num_leaves=19
num_cat=0
split_feature=15 2 2 2 14 14 16 16 133 15 15 13 2 159 159 15 13 2
split_gain=6.93882 2.78461 1.19916 1.20683 1.00973 1.00392 0.906617 0.560157 0.371615 0.308335 0.279423 0.271006 0.18142 0.3422 0.279798 0.173887 0.143578 0.0879453
threshold=-0.2987999999999999 0.14234000000000005 -0.0091949999999999983 0.099675000000000014 -0.42214499999999994 0.062655000000000016 -0.44010499999999991 0.51148500000000008 0.082925000000000013 0.046165000000000005 -0.068639999999999993 0.034905000000000012 0.079570000000000016 -0.0053599999999999993 -0.093824999999999978 -0.013349999999999999 -0.068189999999999987 0.088210000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 11 -6 8 9 10 -5 12 14 -14 -4 -13 -10 -17
right_child=1 -3 3 7 6 -7 -8 -9 16 -11 -12 15 13 -15 -16 17 -18 -19
leaf_value=0.00069973986660831831 0.0006667958425262536 0.00041375303757409297 0.00082014290847300835 0.00084179492586558601 0.00044581652650734692 0.0015041471010027478 -0.00013086819221358597 0.0011536842961046222 0.0011373238296338694 0.0010276735002175345 0.00060017799087332482 0.00081500927552633645 0.0012686330864732946 0.0011034287444582087 0.0010830793259535673 0.0011349296527511101 0.00089501484322326635 0.00094100328724061437
leaf_weight=60 86 78 53 129 63 68 56 91 60 52 90 57 170 776 304 58 52 52
leaf_count=60 86 78 53 129 63 68 56 91 60 52 90 57 170 776 304 58 52 52
internal_value=0 0.0010267 0.00104947 0.00106581 0.000350515 0.00111079 0.000174139 0.000919806 0.000864145 0.00079748 0.000742661 0.00109257 0.00110879 0.00113315 0.00104414 0.000965773 0.00102514 0.00104358
internal_weight=0 2176 2098 2012 179 1538 119 474 383 271 219 1470 1303 946 357 167 112 110
internal_count=2355 2176 2098 2012 179 1538 119 474 383 271 219 1470 1303 946 357 167 112 110
is_linear=0
shrinkage=0.0032998


Tree=5832
num_leaves=20
num_cat=0
split_feature=2 16 15 160 49 50 15 133 133 2 43 160 42 13 16 49 52 133 48
split_gain=0.334924 0.209465 0.271272 0.380453 0.214311 0.266375 0.208157 0.139947 0.251607 0.464289 0.196968 0.307365 0.213507 0.171712 0.19169 0.152263 0.132971 0.0978228 0.0831836
threshold=0.16730000000000003 -0.54656499999999986 -0.41971499999999995 -0.067104999999999984 -0.008964999999999999 0.077545000000000017 -0.094449999999999992 0.052820000000000013 0.087285000000000015 0.087710000000000024 -0.082144999999999982 -0.077459999999999987 -0.042074999999999994 -0.10664 -0.15796999999999997 0.10101500000000001 -0.08130999999999998 0.11269500000000002 0.078910000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 10 9 -9 11 -6 -13 -12 -15 17 -8 -10 -18
right_child=-2 2 4 -5 7 -7 16 8 15 -11 13 12 -14 14 -16 -17 18 -19 -20
leaf_value=0.016636922514046502 -0.006996619561375505 0.0077988291236809823 -0.0050686474561002122 -0.010770034720719666 -0.0099812701264157706 -0.0083746673978564688 0.011594231829157198 0.007049520866650995 0.012591592884045346 0.027910825007944583 0 -0.0013228017481273753 0.012352142088991214 0.016175939680947285 0.0069719351336019345 0.0017020111218403824 0.0061691587847680796 0.0069571688176155166 -0.001930601818584966
leaf_weight=53 56 61 53 64 52 53 93 71 139 53 90 66 63 70 807 103 114 242 52
leaf_count=53 56 61 53 64 52 53 93 71 139 53 90 66 63 70 807 103 114 242 52
internal_value=0 0.00616112 0.00591312 -0.00169406 0.00636229 0.00264402 0.00452154 0.00713414 0.00920419 0.0159805 0.00603624 0.000929618 0.00534173 0.00699022 0.00770862 0.00746439 0.00649095 0.00901749 0.00362106
internal_weight=0 2299 2246 125 2121 365 312 1756 608 124 1148 181 129 967 877 484 259 381 166
internal_count=2355 2299 2246 125 2121 365 312 1756 608 124 1148 181 129 967 877 484 259 381 166
is_linear=0
shrinkage=0.16829


Tree=5833
num_leaves=12
num_cat=0
split_feature=10 4 13 42 43 4 4 474 48 52 16
split_gain=0.252503 0.251359 0.142448 0.18388 0.181402 0.148384 0.240708 0.250345 0.131477 0.0624217 0.0573927
threshold=-0.092019999999999977 -0.51003499999999991 0.17001000000000002 -0.061534999999999999 -0.14044999999999999 -0.37626499999999991 -0.13833499999999996 0.105645 0.10184000000000001 -0.54604999999999992 -0.077589999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 10 9 -7 8 -8 -6 -3
right_child=1 2 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.006088322139332491 -0.0055026719108870739 0.016478754541871251 0.0061029803386581302 -0.007485905235673827 0.0074531625791509513 -0.0048539210442212211 0.0061311038812488384 -0.0059808174864255641 0.00041384110986732598 0.01571742425682298 0.0085763029582168245
leaf_weight=58 61 53 59 54 54 67 1667 53 123 52 54
leaf_count=58 61 53 59 54 54 67 1667 53 123 52 54
internal_value=0 0.00514118 0.00543236 -0.000374924 0.00574231 0.00538236 0.00504055 0.00540123 0.00573925 0.0115243 0.0125074
internal_weight=0 2297 2236 113 2123 2016 1910 1843 1790 106 107
internal_count=2355 2297 2236 113 2123 2016 1910 1843 1790 106 107
is_linear=0
shrinkage=0.16829


Tree=5834
num_leaves=31
num_cat=0
split_feature=1 2 2 159 1 15 1 4 42 50 2 4 16 129 2 16 4 52 42 42 1213 50 50 4 15 15 2 0 0 50
split_gain=0.338532 0.237864 0.396307 0.257095 0.192836 0.152597 0.17581 0.301181 0.177986 0.134099 0.191706 0.154228 0.205708 0.184623 0.14939 0.140471 0.123609 0.131579 0.103843 0.0960619 0.0864918 0.0761597 0.103785 0.346212 0.13001 0.130791 0.0737748 0.0678224 0.0670753 0.0659208
threshold=0.077300000000000021 0.086165000000000005 0.090675000000000019 0.0096550000000000021 0.13869000000000004 0.022565000000000005 0.10647000000000001 -0.16270999999999997 0.086855000000000016 0.10022000000000002 0.083715000000000026 -0.080429999999999988 0.00088000000000000003 0.091115000000000015 0.08920500000000002 -0.073309999999999986 -0.068879999999999983 0.022635000000000006 -0.081594999999999987 0.08870500000000002 0.052605000000000006 0.11266000000000001 0.089465000000000017 -0.079554999999999987 -0.015464999999999998 -0.082179999999999989 0.086665000000000006 -0.080584999999999976 -0.14076499999999997 0.093975000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 21 5 6 7 -4 28 10 -1 12 15 16 -11 20 19 18 -18 -13 26 22 23 -2 25 -25 -12 -19 -8 -24
right_child=1 2 4 -5 -6 -7 8 -9 -10 14 11 13 -14 -15 -16 -17 17 27 -20 -21 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.015186733826432184 -0.0071070295869867101 -0.01462670803957395 0.0056881871515326345 -0.0037826216303018102 -0.0081479427815441801 0.010660959301666439 0.011573846487526634 -0.0094435932688705197 -0.0036973938894891661 -0.0060031740294965372 -0.0014457557846493372 0.018659140291509852 0.012724524699807211 -0.002154512212971678 0.0054841464366844929 -0.0061664539388949051 0.015873479144894998 0.0062798691224945557 0.0077589125645227755 0.008728233147614747 0.0092039407419898366 -0.00030579558269102654 0.015293190545151075 0.0083239389061008535 0.01302431995053978 -0.00072523010654679829 0.0054430277680454723 -0.0005599253429345632 0.0042439187896886089 0.0071428587865144839
leaf_weight=69 56 52 62 95 59 52 60 93 59 53 106 52 53 52 81 57 53 91 305 61 52 52 52 123 82 71 75 74 89 64
leaf_count=69 56 52 62 95 59 52 60 93 59 53 106 52 53 52 81 57 53 91 305 61 52 52 52 123 82 71 75 74 89 64
internal_value=0 0.0019261 -0.000678221 0.00423142 0.000848203 0.0021315 0.000904702 -0.00337929 0.00410574 0.00596926 0.00658184 0.00600421 0.00308016 0.00745938 0.000927247 0.00131137 0.00824825 0.00715027 0.00896525 0.0133141 0.00314842 0.00575768 0.00646549 0.00494144 0.00739256 0.00500287 0.00139879 0.00320144 0.00720763 0.0108119
internal_weight=0 1121 526 595 474 415 363 155 208 1234 1100 1031 343 688 134 290 636 523 358 113 233 500 448 332 276 194 181 165 149 116
internal_count=2355 1121 526 595 474 415 363 155 208 1234 1100 1031 343 688 134 290 636 523 358 113 233 500 448 332 276 194 181 165 149 116
is_linear=0
shrinkage=0.16829


Tree=5835
num_leaves=19
num_cat=0
split_feature=1 4 39 13 14 124 4 4 1 4 47 4 13 457 483 13 13 4
split_gain=19.756 2.90504 1.51809 1.28887 1.23102 0.968586 0.816103 1.07895 0.707211 0.642472 0.58027 0.56469 0.591719 0.477837 0.306181 0.26871 0.115156 0.0245861
threshold=0.10141500000000002 0.41181500000000004 0.083495000000000014 -0.13033499999999998 0.062655000000000016 -0.076779999999999987 -0.47860499999999995 -0.10429499999999998 0.12958500000000003 -0.37626499999999991 0.083875000000000019 0.098655000000000007 -0.085409999999999986 0.083995000000000014 0.049115000000000006 -0.04917499999999999 -0.076734999999999984 0.50569000000000008
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 -1 -7 -8 17 -5 -11 12 14 -14 -9 -13 -10 -3
right_child=1 8 -4 9 -6 6 7 11 16 10 -12 15 13 -15 -16 -17 -18 -19
leaf_value=0.0015017865877832925 0.0010784878176881478 0.0010588168600960115 0.0010664705248276871 0.0019776504569929154 0.0023560184414711293 0.0022701793247228942 0.0014824016775427699 0.0020245540111877764 0.00084224622995383814 0.0013288978842411747 0.0017391988481215521 0.0018563538489279735 0.0019290404040841402 0.0016007960499572992 0.0022857525684685282 0.0015360760738173287 0.00062131714476080298 0.0011742414655775901
leaf_weight=60 52 52 101 53 73 75 61 268 54 70 84 66 1048 52 63 54 53 52
leaf_count=60 52 52 101 53 73 75 61 268 54 70 84 66 1048 52 63 54 53 52
internal_value=0 0.00123036 0.00141074 0.00154486 0.00193408 0.00191643 0.00193116 0.00191536 0.000922445 0.00166184 0.00155293 0.00193237 0.00195078 0.00191356 0.00207438 0.00171252 0.000733143 0.00111687
internal_weight=0 571 360 259 1820 1747 1687 1612 211 207 154 1551 1431 1100 331 120 107 104
internal_count=2391 571 360 259 1820 1747 1687 1612 211 207 154 1551 1431 1100 331 120 107 104
is_linear=0
shrinkage=0.0032998


Tree=5836
num_leaves=20
num_cat=0
split_feature=12 9 2 2 2 2 0 2 0 2 12 160 0 0 0 52 12 2 133
split_gain=11.1143 3.19855 3.64088 3.02829 3.00974 1.30646 1.12216 0.849412 1.55987 0.762302 0.475741 0.403037 0.344053 0.311841 0.256194 0.236568 0.215459 0.294373 0.159247
threshold=0.054520000000000006 -1.0000000180025095e-35 0.10272000000000002 -1.0000000180025095e-35 0.13631000000000001 0.14530500000000005 -0.081854999999999997 0.10222000000000002 -0.14216999999999999 0.092235000000000025 -1.0000000180025095e-35 -0.5335399999999999 -0.088774999999999979 -0.10490499999999998 -0.069074999999999984 -0.015789999999999995 0.095165000000000013 0.11626500000000002 -0.27466499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 10 8 -2 -5 -4 -10 -9 -13 18 -16 -14 -18 -15
right_child=4 2 5 9 -6 -7 -8 12 11 -11 -12 13 16 14 15 -17 17 -19 -20
leaf_value=-1.1587697201107498e-05 0.0017229592905337043 0.00032036841004178272 0.00019968615684574209 0.0014122165579933846 0.00036586095219243967 3.0813643241745843e-05 0.00087082917169993676 0.00075329003880942875 0.0014507726616836086 0.00098064095198003177 0.00056974213749538816 0.00091130895770037712 0.0012169087625300092 0.0010439193528203839 0.0008675202701923753 0.0011541361968796207 0.00086266781881498707 0.0011766289889490553 0.0011992191550734472
leaf_weight=75 59 52 67 103 53 58 92 54 56 80 88 53 62 81 56 76 89 53 1084
leaf_count=75 59 52 67 103 53 58 92 54 56 80 88 53 62 81 56 76 89 53 1084
internal_value=0 0.000626497 0.000715185 0.001024 0.00114136 0.000477133 0.000581794 0.00116519 0.00119605 0.00122374 0.00041001 0.00117392 0.000989808 0.00116241 0.00117264 0.00103281 0.00105224 0.000980099 0.00118845
internal_weight=0 615 540 235 1776 305 247 1723 1465 183 155 1406 258 1350 1297 132 204 142 1165
internal_count=2391 615 540 235 1776 305 247 1723 1465 183 155 1406 258 1350 1297 132 204 142 1165
is_linear=0
shrinkage=0.0032998


Tree=5837
num_leaves=21
num_cat=0
split_feature=3 10 2 2 0 2 11 11 0 0 2 3 12 2 0 43 16 401 12 3
split_gain=8.62508 3.26295 1.73911 1.29199 0.988674 0.90131 0.920393 1.56501 0.752364 0.614043 0.549687 0.502799 0.545097 0.301283 0.207207 0.158339 0.24278 0.145 0.106386 0.0501434
threshold=-0.066704999999999987 -1.0000000180025095e-35 0.10272000000000002 0.064660000000000009 -0.083804999999999977 0.12358500000000001 1.0000000180025095e-35 0.085155000000000022 -0.10120999999999998 -0.13740499999999997 0.12051500000000002 -0.13088999999999998 0.087745000000000004 0.13673000000000005 -0.090374999999999983 0.062770000000000006 -0.020464999999999997 0.083100000000000021 -1.0000000180025095e-35 -0.078644999999999979
decision_type=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 -3 10 6 8 -8 -1 -5 18 -10 14 -6 -13 16 -14 -16 -4 -17
right_child=1 2 4 9 13 -7 7 -9 11 -11 -12 12 15 -15 17 19 -18 -19 -20 -21
leaf_value=0.00099834351263098416 0.00030971178078726698 0.0008639775586346104 0.00068558388909376381 0.0011310573683656266 0.0011659254610623371 0.00090950673114206142 0.001954492528286693 0.0013076468718445327 0.0010362684731987173 0.0015119310678747321 0.00042625555924508926 0.0015876864337719253 0.0013677898810469801 0.00086866149165721338 0.0013830704999899638 0.0011056062168342208 0.0012408269318661725 0.0015735863460676668 0.00088995287545692316 0.0012576073751672087
leaf_weight=75 89 96 52 87 79 53 71 97 58 101 68 88 436 73 362 56 278 53 66 53
leaf_count=75 89 96 52 87 79 53 71 97 58 101 68 88 436 73 362 56 278 53 66 53
internal_value=0 0.000901249 0.000985834 0.00117648 0.000825544 0.00133503 0.00134887 0.00158123 0.00132209 0.00133586 0.000663673 0.0013396 0.00135285 0.00102339 0.00143908 0.0013001 0.00131841 0.00140749 0.000800191 0.00117984
internal_weight=0 711 622 284 338 1680 1627 168 1459 188 186 1384 1326 152 503 823 714 415 118 109
internal_count=2391 711 622 284 338 1680 1627 168 1459 188 186 1384 1326 152 503 823 714 415 118 109
is_linear=0
shrinkage=0.0032998


Tree=5838
num_leaves=24
num_cat=0
split_feature=41 1 1 43 2 43 0 15 156 1447 156 13 150 15 15 43 3 2 2 0 13 13 3
split_gain=0.809809 0.504318 0.349778 0.226789 0.313885 0.226208 0.199341 0.153233 0.173796 0.166429 0.152459 0.204587 0.110986 0.124665 0.103258 0.0941176 0.0882916 0.0951984 0.0755159 0.0686132 0.204337 0.0686108 0.024158
threshold=1.0000000180025095e-35 0.096300000000000011 0.081925000000000012 -0.078654999999999989 0.10584500000000001 -0.085224999999999981 0.0037850000000000002 -0.077559999999999976 0.050840000000000003 -0.085709999999999995 0.087645000000000015 -0.065269999999999981 0.085455000000000017 -0.40312499999999996 -0.092534999999999992 0.22924500000000003 -0.055009999999999996 0.088850000000000012 0.089540000000000022 -0.10803999999999998 -0.070004999999999998 -0.081029999999999977 -0.072894999999999988
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=1 7 -2 4 5 -3 12 8 14 -9 15 -12 13 -5 18 16 17 -11 -1 -15 -21 -16 -20
right_child=2 3 -4 6 -6 -7 -8 9 -10 10 11 -13 -14 19 21 -17 -18 -19 22 20 -22 -23 -24
leaf_value=0.0092707148609766487 0.009957848951713066 0.0095812118694697818 0.027045342995144654 0.0010568702355700107 -0.014134501375696841 -0.0051125479352379594 -0.0037537599069429406 0.015261812641196696 0.017356313634252548 0.0077382255971571489 0.0062476887985682952 -0.007467255992070018 -0.00089352676206156181 0.012911993169510022 0.0077829781034277389 0.00030823572715832728 0.011996372160532833 0.0041262496425235407 0.0002128057485311998 -0.0006859238730304452 0.012584725057789202 0.015153737633560581 0.0053312276017359649
leaf_weight=97 65 52 72 80 55 69 85 55 74 541 70 55 66 77 68 67 87 339 54 60 72 79 52
leaf_count=97 65 52 72 80 55 69 85 55 74 541 70 55 66 77 68 67 87 339 54 60 72 79 52
internal_value=0 0.00561854 0.0189513 0.00150997 -0.00359057 0.00118728 0.00355427 0.00716255 0.00992385 0.00619666 0.00576492 0.00019874 0.00530914 0.00673188 0.00834728 0.00643608 0.0068588 0.00634884 0.00586979 0.00889554 0.006539 0.0117564 0.00274068
internal_weight=0 2254 137 616 176 121 440 1638 424 1214 1159 125 355 289 350 1034 967 880 203 209 132 147 106
internal_count=2391 2254 137 616 176 121 440 1638 424 1214 1159 125 355 289 350 1034 967 880 203 209 132 147 106
is_linear=0
shrinkage=0.16829


Tree=5839
num_leaves=13
num_cat=0
split_feature=160 9 484 1375 14 15 157 42 484 12 2 52
split_gain=0.401907 0.249156 0.213129 0.210136 0.189705 0.316385 0.316587 0.391507 0.156278 0.111679 0.0964086 0.0987399
threshold=-0.54638999999999993 -1.0000000180025095e-35 -0.077959999999999988 -0.085004999999999983 -0.23960999999999996 -0.23488499999999998 -0.06482499999999998 0.084645000000000012 0.091040000000000024 0.083795000000000022 0.085325000000000012 -0.016219999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 -5 -6 7 -7 -8 -3 -11 -12
right_child=1 2 3 4 5 6 8 -9 -10 10 11 -13
leaf_value=0.019675344965366187 -0.0045523233744151851 0.015951924744315102 -0.0056515219242748932 0.013230950548647794 -0.0054432582011691658 0.0058372799716581341 0.0055861716325736133 -0.008287683098765845 0.013479871680042098 0.0015025223129639909 0.0057602353366104694 0.014230324366040981
leaf_weight=54 75 63 54 76 84 118 1477 105 75 52 81 77
leaf_count=54 75 63 54 76 84 118 1477 105 75 52 81 77
internal_value=0 0.0049777 0.00529447 0.00468753 0.00497699 0.00463858 0.00511671 -0.000805431 0.00596879 0.00970991 0.00782875 0.00989943
internal_weight=0 2337 2262 1989 1935 1859 1775 223 1552 273 210 158
internal_count=2391 2337 2262 1989 1935 1859 1775 223 1552 273 210 158
is_linear=0
shrinkage=0.16829


Tree=5840
num_leaves=13
num_cat=0
split_feature=11 151 3 148 13 1456 43 160 159 13 1419 13
split_gain=0.448923 0.314077 0.265671 0.296426 0.28801 0.224199 0.227022 0.191155 0.21251 0.229111 0.177206 0.0521559
threshold=0.093970000000000012 -0.23765499999999998 0.31534000000000006 -0.079549999999999996 -0.08533499999999998 -0.092389999999999986 0.11870000000000001 -0.11350499999999998 0.081445000000000017 -0.10278499999999999 1.0000000180025095e-35 -0.020619999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 10 -5 9 -9 -7 -8
right_child=-2 2 -4 4 5 6 11 8 -10 -11 -12 -13
leaf_value=0.01694416448077404 -0.010373248496095859 -0.0057286495436392722 -0.0055964572743972931 0.017182817816519404 -0.0061567386702744706 0.0043509857415465246 0.00062714443185183494 0.015700195883932837 -0.0011796127721341774 0.0063134649195480319 0.014029523944241716 -0.0066479732455763706
leaf_weight=56 59 77 76 61 62 1343 53 99 73 293 56 58
leaf_count=56 59 77 76 61 62 1343 53 99 73 293 56 58
internal_value=0 0.00448435 0.00417358 0.0045158 0.00489264 0.00374998 0.00415793 0.00830419 0.0071356 0.00868868 0.00473969 -0.00315808
internal_weight=0 2307 2251 2175 2098 1572 1510 526 465 392 1399 111
internal_count=2366 2307 2251 2175 2098 1572 1510 526 465 392 1399 111
is_linear=0
shrinkage=0.16829


Tree=5841
num_leaves=20
num_cat=0
split_feature=1 52 14 0 49 1 39 4 16 0 160 49 10 4 12 4 0 1454 12
split_gain=16.4547 3.22662 1.89321 1.92937 2.40158 0.984016 0.970015 1.18828 0.815942 0.712923 0.626621 0.602105 0.546764 0.542756 0.489379 0.425002 0.374076 0.316209 0.123372
threshold=0.10538500000000002 -0.42890999999999996 0.062655000000000016 -0.10490499999999998 0.047620000000000003 0.12450500000000002 0.081875000000000017 -0.47860499999999995 -0.019749999999999993 -0.079249999999999987 -0.00040999999999999994 -0.0078949999999999975 -1.0000000180025095e-35 0.50373500000000015 0.083785000000000012 0.056815000000000011 -0.070064999999999975 1.0000000180025095e-35 0.092735000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 15 8 7 -5 11 14 16 -3 -7 -14 -9 -1 -11 -16 -12
right_child=1 5 -4 6 -6 12 -8 9 -10 10 18 -13 13 -15 17 -17 -18 -19 -20
leaf_value=0.00056040601650841969 0.0014370890147605501 0.00060534776328566243 0.0018929864122187632 0.0017105735097000562 0.0015682244589698118 0.00011869001280589791 0.00092461073378801123 0.0016050031866703164 0.00046661678241651883 0.0011977170113722016 0.0012042450347154224 0.0010300752057138779 0.00066613527099992963 0.00027959714155105942 0.0013762599139401897 0.00094226646087253955 0.00080945576968228117 0.0011247334434922656 0.0013392855982676264
leaf_weight=69 52 61 62 98 54 54 59 100 92 56 118 92 94 69 826 60 54 60 236
leaf_count=69 52 61 62 98 54 54 59 100 92 56 118 92 94 69 826 60 54 60 236
internal_value=0 0.000657354 0.00132484 0.00130514 0.00098338 0.000569516 0.00134175 0.00135763 0.00071303 0.00133375 0.00122642 0.00086097 0.000407321 0.000502725 0.00138422 0.000738289 0.00100744 0.00135927 0.00129437
internal_weight=0 514 1852 1790 183 462 1607 1548 245 1450 464 153 217 163 986 129 110 886 354
internal_count=2366 514 1852 1790 183 462 1607 1548 245 1450 464 153 217 163 986 129 110 886 354
is_linear=0
shrinkage=0.0032998


Tree=5842
num_leaves=10
num_cat=0
split_feature=11 151 15 148 34 12 12 14 159
split_gain=0.319089 0.217763 0.216104 0.202646 0.29021 0.239135 0.200147 0.183381 0.175392
threshold=0.093970000000000012 -0.23765499999999998 -0.2987999999999999 -0.079549999999999996 -0.0011599999999999998 -0.094939999999999983 -0.007389999999999999 0.019675000000000002 0.086975000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 -6 -7 -8 -3
right_child=-2 2 3 4 5 6 7 -9 -10
leaf_value=0.015027641949819858 -0.007874472530297362 -0.0069420049918534925 -0.0035604458347131716 0.017590671256121307 0.016002602884168351 -0.0027514742329782828 0.004636600867586777 0.014610372840003926 0.0042799646017799599
leaf_weight=56 59 83 78 52 53 101 1755 54 75
leaf_count=56 59 83 78 52 53 101 1755 54 75
internal_value=0 0.0046482 0.00438918 0.00484244 0.00516861 0.00483863 0.0045279 0.00493532 -0.00160375
internal_weight=0 2307 2251 2093 2015 1963 1910 1809 158
internal_count=2366 2307 2251 2093 2015 1963 1910 1809 158
is_linear=0
shrinkage=0.16829


Tree=5843
num_leaves=13
num_cat=0
split_feature=9 14 10 14 0 15 3 1425 11 4 52 4
split_gain=0.384563 0.211343 0.329811 0.197838 0.205359 0.350402 0.325032 0.169037 0.239248 0.326232 0.155074 0.15433
threshold=0.087755000000000014 -0.31455999999999995 -0.010699999999999999 0.076975000000000002 -0.10417499999999999 -0.10981499999999998 -0.020854999999999995 0.082985000000000017 0.080150000000000013 -0.47860499999999995 -0.054974999999999989 0.26665000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 11 -7 8 9 -6 -8 -4
right_child=-2 2 3 -5 7 6 10 -9 -10 -11 -12 -13
leaf_value=-0.0049468481068191293 -0.0096867211472572642 0.016668513977198242 0.013870296099587481 0.013209907042245905 0.015843075914529565 -0.013568207093451251 0.0063567940244322919 0.013631644321348686 -0.0067530172137866161 0.0039312750856342268 -0.0049801130552803276 0.0018046754051204252
leaf_weight=73 60 59 52 63 68 72 65 54 56 1600 72 72
leaf_count=73 60 59 52 63 68 72 65 54 56 1600 72 72
internal_value=0 0.00395236 0.0042441 0.00390608 0.00362757 -0.000202709 -0.00441286 0.00434595 0.00405406 0.00441797 0.000385598 0.00687894
internal_weight=0 2306 2233 2174 2111 333 209 1778 1724 1668 137 124
internal_count=2366 2306 2233 2174 2111 333 209 1778 1724 1668 137 124
is_linear=0
shrinkage=0.16829


Tree=5844
num_leaves=20
num_cat=0
split_feature=1 16 123 2 2 147 0 4 4 0 2 1213 0 4 1 16 2 42 2
split_gain=14.311 1.48904 1.17623 0.724271 1.40897 0.538482 0.460632 0.516129 0.46057 0.570567 0.333351 0.274423 0.34535 0.728081 0.267469 0.230248 0.374215 0.16892 0.0345538
threshold=0.10538500000000002 0.25761500000000009 0.081180000000000016 -1.0000000180025095e-35 0.10550500000000002 0.086575000000000013 -0.14803999999999998 0.0051600000000000005 0.45363500000000007 -0.081854999999999997 0.11923000000000002 0.085435000000000025 0.12500000000000003 -0.17689999999999997 0.085425000000000015 -0.13644999999999999 0.10060500000000001 0.088465000000000002 0.095620000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -5 6 14 11 9 10 -6 12 13 -8 -1 18 -17 -13 -9
right_child=1 -3 -4 4 8 -7 7 15 -10 -11 -12 17 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0017826641629551904 0.00041096215345019901 0.0011274460925873888 0.00091921007115871537 0.0012380636783403056 0.00059346713053928248 0.0010715419174240595 0.0017376274474563374 0.0014377013513487361 0.00083251109839036993 0.00083843137093250481 0.0002552394239008686 0.0011688610173258933 0.0011593931587612772 0.0014149460226858272 0.001441513039853726 0.0010048534303168761 0.0013227913177613344 0.0014156296697775846 0.0013059639313333328
leaf_weight=52 95 93 61 52 65 58 83 54 94 52 63 81 52 1087 52 78 87 52 55
leaf_count=52 95 93 61 52 65 58 83 54 94 52 63 81 52 1087 52 78 87 52 55
internal_value=0 0.000749017 0.00137153 0.000665337 0.000739356 0.00138692 0.00139745 0.00138371 0.000644583 0.000546246 0.000427271 0.00141032 0.00142605 0.00143787 0.00161243 0.00125194 0.00117271 0.00126561 0.00137155
internal_weight=0 514 1852 421 326 1791 1733 1629 274 180 128 1355 1222 1170 104 274 165 133 109
internal_count=2366 514 1852 421 326 1791 1733 1629 274 180 128 1355 1222 1170 104 274 165 133 109
is_linear=0
shrinkage=0.0032998


Tree=5845
num_leaves=22
num_cat=0
split_feature=4 12 13 2 2 4 150 15 12 16 16 0 15 13 1429 4 15 0 1213 49 0
split_gain=7.9959 3.41981 2.20092 1.56562 1.20822 1.02689 0.820038 1.051 0.80082 0.593766 0.562873 0.457155 0.418995 0.473602 0.299957 0.3667 0.171747 0.309406 0.167633 0.105741 0.0663059
threshold=0.36766000000000004 0.054520000000000006 -0.28558999999999996 -0.0050599999999999994 0.092925000000000021 -0.15618499999999999 0.081245000000000026 -0.45726999999999995 0.11628000000000001 -0.023519999999999996 -0.0101 -0.14216999999999999 -0.030229999999999996 -0.083739999999999995 0.084895000000000012 -0.099704999999999974 -0.066639999999999991 -0.087344999999999992 -0.066379999999999981 0.087950000000000014 -0.091674999999999993
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 2 -1 -4 9 -6 7 -2 11 -5 -7 -3 13 19 15 -14 17 -15 -17 20 -13
right_child=6 8 3 4 5 10 -8 -9 -10 -11 -12 12 14 16 -16 18 -18 -19 -20 -21 -22
leaf_value=0.00025827512485833236 0.00061981548706868661 0.0015186084553533183 0.00051921333178642844 0.0011016998516818729 0.0012541937754829975 0.0009103466486270707 0.00082738673050289304 0.00011338937406219383 0.00090857529256844951 0.0015775643852194818 0.00047725174217106846 0.0012880938418456075 0.0010311857077362309 0.00095673678101634819 0.0014685655528627901 0.0013353348742074517 0.00091359960862738652 0.0012009694105022588 0.0012269776509310874 0.0013940125554167818 0.0011339760253077484
leaf_weight=55 97 55 71 60 65 90 62 83 96 56 52 69 90 101 65 220 77 135 629 52 67
leaf_count=55 97 55 71 60 65 90 62 83 96 56 52 69 90 101 65 220 77 135 629 52 67
internal_value=0 0.00113322 0.000877499 0.00096385 0.00106148 0.000909862 0.000499594 0.000386492 0.00120253 0.00133173 0.000751997 0.0012206 0.00120968 0.00113099 0.00124892 0.00123367 0.00105169 0.0010966 0.0012551 0.00126284 0.00121243
internal_weight=0 2105 449 394 323 207 242 180 1656 116 142 1560 1505 501 1004 939 313 236 849 188 136
internal_count=2347 2105 449 394 323 207 242 180 1656 116 142 1560 1505 501 1004 939 313 236 849 188 136
is_linear=0
shrinkage=0.0032998


Tree=5846
num_leaves=12
num_cat=0
split_feature=40 1 9 151 1 1446 0 4 155 4 48
split_gain=0.431297 0.262105 0.169309 0.167617 0.181738 0.288633 0.251241 0.189957 0.176391 0.124515 0.189271
threshold=0.051255000000000002 0.14262000000000002 -1.0000000180025095e-35 0.055020000000000006 0.091330000000000008 0.087090000000000015 -0.14989499999999997 -0.16772499999999999 0.089630000000000015 -0.074934999999999988 0.084725000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -6 -8 -9 -11
right_child=-2 -3 3 -5 7 -7 8 9 -10 10 -12
leaf_value=-0.0038574284123740615 -0.010317885479429431 -0.0051746133157443558 0.016301981758530301 0.012466819120850478 0.010014560254371965 -0.0027433255269652024 0.0067420093481183815 -0.0057904680958053003 -0.0029740137759748345 0.0046555531236652072 -0.0029359965289871446
leaf_weight=55 53 69 76 96 88 94 1248 58 55 325 130
leaf_count=55 53 69 76 96 88 94 1248 58 55 325 130
internal_value=0 0.00502718 0.00534436 0.00557841 0.0052587 0.00626595 0.00688137 0.00278704 0.00633051 0.00154373 0.00248259
internal_weight=0 2294 2225 2170 2074 1473 1379 601 1303 513 455
internal_count=2347 2294 2225 2170 2074 1473 1379 601 1303 513 455
is_linear=0
shrinkage=0.16829


Tree=5847
num_leaves=16
num_cat=0
split_feature=3 15 1 2 15 51 3 15 1456 49 13 13 155 1 15
split_gain=0.447427 0.169464 0.219052 0.296067 0.226778 0.195171 0.302172 0.17688 0.174517 0.152367 0.12592 0.235392 0.121683 0.105699 0.0748562
threshold=0.37720000000000004 -0.4666249999999999 0.092860000000000012 -0.0091949999999999983 -0.15150999999999998 0.10906 -0.15197999999999998 -0.077809999999999976 -0.14418499999999998 -1.0000000180025095e-35 -0.0013449999999999996 -0.074219999999999994 0.088740000000000013 0.11224000000000002 0.087450000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 10 -8 -9 11 -5 -10 14 -11
right_child=-2 2 3 7 5 -7 8 9 12 13 -12 -13 -14 -15 -16
leaf_value=0.012364551307521803 -0.010827131717709158 0.015691028650084198 -0.0084186316720582539 0.0012455252073899339 0.017069138991149032 -0.0028252324435905532 -0.0047049442377009613 0.010702087526483661 0.0054001939503384201 -0.0030672493310976638 0.0043941349423196269 -0.012847848402764281 -0.0021586019035839516 0.0081002437480510864 0.0041464237773319347
leaf_weight=71 57 55 77 91 58 92 54 99 1260 84 80 53 63 74 79
leaf_count=71 57 55 77 91 58 92 54 99 1260 84 80 53 63 74 79
internal_value=0 0.00425908 0.00399893 0.00136004 0.00506036 0.00467628 0.00515847 0.00270781 0.00465548 0.00515071 -0.000948523 -0.00392914 0.00503889 0.00282421 0.000417926
internal_weight=0 2290 2219 637 1582 1527 1435 560 1377 336 224 144 1323 237 163
internal_count=2347 2290 2219 637 1582 1527 1435 560 1377 336 224 144 1323 237 163
is_linear=0
shrinkage=0.16829


Tree=5848
num_leaves=16
num_cat=0
split_feature=3 14 0 0 0 0 13 483 16 3 52 49 16 159 16
split_gain=0.309586 0.19012 0.178264 0.281451 0.221333 0.185873 0.184406 0.18567 0.184789 0.173332 0.158793 0.202808 0.136247 0.119889 0.171923
threshold=0.37720000000000004 -0.10708499999999999 0.0037850000000000002 0.048655000000000011 0.11535000000000002 -0.047049999999999995 -0.085499999999999979 0.088865000000000013 0.27776000000000006 -0.24162499999999998 -0.16371499999999997 0.0047850000000000011 0.51148500000000008 0.087410000000000015 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 13 10 -6 -8 -12 -10 14 -3
right_child=-2 2 3 4 9 -7 8 -9 12 -11 11 -13 -14 -15 -16
leaf_value=0.011360984316567298 -0.0090050358264024202 0.0045665995118007252 -0.011324046346780315 0.010281479009909769 0.0045961542221247906 0.011196435480390723 0.010374916610054593 0.015573405156372224 -0.0086944561738778493 -0.0086423055448036114 0.0035344651453849242 -0.0023634430107877628 0.0021206881700314237 -0.0019598326521954989 0.014168210233752237
leaf_weight=85 57 336 58 62 54 91 78 53 70 58 961 199 62 60 63
leaf_count=85 57 336 58 62 54 91 78 53 70 58 961 199 62 60 63
internal_value=0 0.00354259 0.00324038 -0.00116641 0.00220914 0.00375948 0.00339893 0.00612612 0.0023784 -0.00224344 0.0030174 0.00252112 -0.00360101 0.00503134 0.00608715
internal_weight=0 2290 2205 232 174 1973 1882 512 1370 112 1238 1160 132 459 399
internal_count=2347 2290 2205 232 174 1973 1882 512 1370 112 1238 1160 132 459 399
is_linear=0
shrinkage=0.16829


Tree=5849
num_leaves=16
num_cat=0
split_feature=4 123 457 15 48 15 4 48 4 159 15 158 4 124 43
split_gain=5.60824 1.30477 0.924028 0.621346 0.751365 0.607042 0.603596 0.432112 0.364169 0.2298 0.340484 0.200732 0.225845 0.0851048 0.0455134
threshold=0.41488500000000006 1.0000000180025095e-35 0.092360000000000012 -0.19301999999999997 0.092475000000000016 -0.41880499999999993 0.51326500000000019 0.10031000000000001 0.053255000000000004 -0.46319999999999995 0.022565000000000005 0.080150000000000013 0.076415000000000025 -0.081949999999999981 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -2 -6 9 -5 -11 12 -10 -3 -9
right_child=5 13 -4 4 7 -7 -8 14 11 10 -12 -13 -14 -15 -16
leaf_value=0.0013247165098851437 0.00072544666612936654 0.00056485522564423925 0.00061722851884260478 0.0011964900834571901 0.0005043261507467928 6.0615590386569854e-05 0.00027511781400783468 0.00079922214036923461 0.00064620515179598481 0.00093683970983784635 0.001041802904223405 0.0010228803484294894 0.00089560716532782498 0.00073721266796113302 0.00093219797085497362
leaf_weight=54 57 88 83 67 52 57 76 65 63 610 783 66 113 52 61
leaf_count=54 57 88 83 67 52 57 76 65 63 610 783 66 113 52 61
internal_value=0 0.000937905 0.00095932 0.000973983 0.00096389 0.000346237 0.000468381 0.000759039 0.000985293 0.0010051 0.000995864 0.000865682 0.000806533 0.000629125 0.000863879
internal_weight=0 2157 2017 1934 1880 190 133 178 1702 1460 1393 242 176 140 126
internal_count=2347 2157 2017 1934 1880 190 133 178 1702 1460 1393 242 176 140 126
is_linear=0
shrinkage=0.0032998


Tree=5850
num_leaves=14
num_cat=0
split_feature=49 4 2 12 2 0 12 4 130 4 0 151 4
split_gain=0.200123 0.189023 0.251515 0.186655 0.216133 0.195589 0.401587 0.179595 0.147509 0.141847 0.150099 0.121409 0.0998286
threshold=-0.15562499999999999 -0.15805499999999997 0.092365000000000017 0.11436 0.10904500000000002 0.014040000000000002 -0.10853999999999998 0.27161500000000005 -0.082104999999999984 0.41816000000000003 -0.087404999999999997 0.009020000000000002 -0.5031049999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3 8 -8 -9 -11 -10 -4
right_child=1 3 12 4 -6 -7 7 9 11 10 -12 -13 -14
leaf_value=-0.0053950612638939913 0.018700856584007382 0.01853362713421499 3.5069529554920489e-05 0.018676281645759199 0.0035611234980357418 -0.0064124046495927104 -0.0037655919921698064 -0.007717885912024559 0.0047203877125859533 0.008324205689392775 -0.0037797889977121964 -0.0022891339412305918 0.0091977705748852931
leaf_weight=59 59 52 56 52 56 53 65 66 1523 56 60 73 86
leaf_count=59 59 52 56 52 56 53 65 66 1523 56 60 73 86
internal_value=0 0.00452001 0.00945232 0.00403694 0.0108554 0.00365799 0.00394059 0.00352788 0.00407808 -0.00148358 0.00204803 0.00439865 0.00559696
internal_weight=0 2257 201 2056 108 1948 1895 1843 1661 182 116 1596 142
internal_count=2316 2257 201 2056 108 1948 1895 1843 1661 182 116 1596 142
is_linear=0
shrinkage=0.16829


Tree=5851
num_leaves=25
num_cat=0
split_feature=1 2 1 150 52 2 16 14 39 2 50 1 2 13 52 16 52 52 133 393 484 39 2 13
split_gain=10.8377 1.206 1.03869 1.12322 0.832226 0.525392 0.380188 0.361984 0.322686 0.387332 0.269373 0.208808 0.330653 0.170724 0.166466 0.280732 0.141311 0.262696 0.134565 0.116157 0.129392 0.0909693 0.0707519 0.0545624
threshold=0.10752500000000002 0.13733000000000004 0.090540000000000023 1.0000000180025095e-35 -0.22243999999999997 0.091205000000000008 0.070130000000000012 0.062655000000000016 0.087735000000000021 1.0000000180025095e-35 0.089685000000000015 0.088950000000000015 0.078405000000000016 -0.06928999999999999 -0.50149499999999991 0.19578000000000004 0.033770000000000008 -0.011499999999999998 0.12086500000000001 0.083525000000000016 -0.0095549999999999993 0.086670000000000011 0.10097500000000002 -0.010419999999999997
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 4 5 6 -2 7 10 11 9 -6 23 12 13 -1 -7 16 17 -16 22 20 -14 -3 -18 -4
right_child=1 21 3 -5 8 14 -8 -9 -10 -11 -12 -13 19 -15 15 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0014891565244941761 0.0013682308407103022 0.00069661799402513224 0.0011914580476656104 0.0010149165445908096 0.0011752120273852752 0.0016137400911336406 0.0016311210950857575 0.0018374251373926931 0.00074355130889902177 0.00086661279390147635 0.0014965653505096637 0.0017444620382268958 0.0016431985868683584 0.0012252290945494089 0.0015392906984688364 0.0012440702124807172 0.0014877568977491344 0.0012717499757178711 0.001355527000357563 0.0017194314813850883 0.0015261152951889846 0.00050745643604149402 0.0016262551810213952 0.0013418067545049616
leaf_weight=61 57 65 72 96 80 55 76 52 76 103 89 59 140 52 69 87 101 103 53 52 530 52 84 52
leaf_count=61 57 65 72 96 80 55 76 52 76 103 89 59 140 52 69 87 101 103 53 52 530 52 84 52
internal_value=0 0.000899818 0.00147903 0.00132543 0.00100596 0.00151848 0.00142846 0.0015661 0.000926094 0.00100171 0.00135598 0.00155028 0.00153652 0.00136802 0.0014368 0.00141715 0.00145379 0.00137928 0.00150749 0.00156284 0.00155063 0.000612847 0.00155083 0.00125479
internal_weight=0 433 1883 385 316 1498 289 946 259 183 213 894 835 113 552 497 410 172 238 722 670 117 185 124
internal_count=2316 433 1883 385 316 1498 289 946 259 183 213 894 835 113 552 497 410 172 238 722 670 117 185 124
is_linear=0
shrinkage=0.0032998


Tree=5852
num_leaves=14
num_cat=0
split_feature=11 42 12 3 41 11 15 15 3 1 51 4 1455
split_gain=0.33294 0.215552 0.149031 0.253931 0.232239 0.242061 0.225579 0.287582 0.217436 0.37128 0.127373 0.225061 0.115589
threshold=0.090920000000000015 0.13747000000000001 -0.14765999999999999 -0.00094999999999999989 0.07882500000000002 1.0000000180025095e-35 0.0056700000000000006 -0.0087849999999999977 0.10449500000000002 0.095510000000000012 0.086090000000000014 -0.0090299999999999981 -0.088559999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 7 8 9 -5 12 -12 -4
right_child=-2 -3 3 6 -6 -7 -8 -9 -10 -11 11 -13 -14
leaf_value=0.013200198339421782 0.015893046602891377 -0.0055150044793790031 -0.0030513105714562146 0.0043267760194363424 -0.0045980574314905057 0.015416664500295538 0.010151144572463034 -0.011840855079675607 0.0068562750947802654 -0.014492219574020845 0.014876562577662929 0.0027995905304755392 0.0048609855788963726
leaf_weight=55 72 62 54 69 67 67 53 63 100 52 96 81 1425
leaf_count=55 72 62 54 69 67 67 53 63 100 52 96 81 1425
internal_value=0 0.00425677 0.00453525 0.00431035 0.00510821 0.00548669 6.7111e-05 -0.00180844 0.00104335 -0.00374588 0.00508384 0.00935996 0.00457088
internal_weight=0 2244 2182 2127 1790 1723 337 284 221 121 1656 177 1479
internal_count=2316 2244 2182 2127 1790 1723 337 284 221 121 1656 177 1479
is_linear=0
shrinkage=0.16829


Tree=5853
num_leaves=14
num_cat=0
split_feature=11 1 1375 403 1186 1211 3 130 13 159 1 1204 1212
split_gain=0.230214 0.143022 0.125787 0.126804 0.150622 0.116514 0.134905 0.107573 0.101818 0.134999 0.129231 0.0733163 0.096033
threshold=0.090920000000000015 0.14641500000000005 -0.097394999999999982 -0.081354999999999997 0.084505000000000011 0.080280000000000004 -0.092904999999999988 -0.077029999999999987 -0.0011949999999999997 0.11109000000000001 1.0000000180025095e-35 -0.0030749999999999996 0.08740500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 6 -4 -5 9 -9 -10 -8 -13
right_child=-2 -3 3 4 -6 -7 11 8 10 -11 -12 12 -14
leaf_value=-0.0043977065897570205 0.013218409100375835 -0.0045516414487922928 -0.0073147182284851592 -0.0029838382628281732 0.013530517876687683 0.0086452735536580588 0.0068249043697793414 0.0041907311659051521 0.002866724435804247 -0.0030098053481639611 0.0086318551620370113 0.002149272869942302 -0.0058790468775960971
leaf_weight=52 72 60 57 55 52 53 61 1053 171 79 315 181 55
leaf_count=52 72 60 57 55 52 53 61 1053 171 79 315 181 55
internal_value=0 0.00354067 0.00376381 0.00396371 0.00459454 0.00128563 0.000178685 0.00431572 0.00456496 0.00368663 0.00660708 0.00162286 0.000270653
internal_weight=0 2244 2184 2132 1725 407 354 1673 1618 1132 486 297 236
internal_count=2316 2244 2184 2132 1725 407 354 1673 1618 1132 486 297 236
is_linear=0
shrinkage=0.16829


Tree=5854
num_leaves=23
num_cat=0
split_feature=1 2 12 4 1 457 13 12 2 12 34 2 484 4 13 4 51 16 160 1 4 157
split_gain=15.0676 3.32021 2.25403 2.10619 0.59201 1.23925 0.650484 0.719045 0.606051 0.568427 0.513298 0.316957 0.281071 0.275865 0.256123 0.227968 0.316264 0.297163 0.199354 0.153284 0.137906 0.105503
threshold=0.10752500000000002 0.14461000000000004 0.085090000000000013 0.27287000000000006 0.090540000000000023 0.048350000000000011 -0.0072499999999999995 0.090715000000000018 0.12358500000000001 -0.011819999999999999 -0.028109999999999996 0.11252000000000002 -0.075059999999999974 0.05864500000000001 -0.0074049999999999993 0.043850000000000007 -0.092674999999999993 -0.14743999999999996 0.064350000000000018 0.097195000000000017 -0.066894999999999982 -1.0000000180025095e-35
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 10 4 8 6 7 -6 9 -1 -2 -12 18 -4 -13 16 -14 -17 21 -8 -9 -11
right_child=1 -3 13 -5 5 -7 19 20 -10 12 11 14 15 -15 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0018735614364777937 0.00047145352318029936 0.00020237171838913609 0.0014852165557523156 0.00083100448217682916 0.0009994099885349769 0.00092771109240465544 0.0015100638750825211 0.0013462900735901713 0.0011730774831978145 0.0018169925933200989 0.0010346501016133167 0.00059253523197795111 0.0017194202147583148 0.0011553971368119503 0.00090094103457362363 0.001524817034405296 0.0015003107126600542 0.0011750485997227493 0.0014744150326725068 0.0017539798293524985 0.0015870557211888228 0.0016281451432889524
leaf_weight=53 56 84 55 54 52 58 55 53 53 58 59 64 80 59 56 56 979 53 63 66 58 92
leaf_count=53 56 84 55 54 52 58 55 53 53 58 59 64 80 59 56 56 979 53 63 66 58 92
internal_value=0 0.000791886 0.000933674 0.00147475 0.00149374 0.00136892 0.00145891 0.00132173 0.00152242 0.00153531 0.000748623 0.000835138 0.0015223 0.00131483 0.000736752 0.00150182 0.0015169 0.00135507 0.00163443 0.0016434 0.00147241 0.0017014
internal_weight=0 433 349 1883 1829 342 284 163 1487 1434 235 179 1381 114 120 1168 1059 109 213 121 111 150
internal_count=2316 433 349 1883 1829 342 284 163 1487 1434 235 179 1381 114 120 1168 1059 109 213 121 111 150
is_linear=0
shrinkage=0.0032998


Tree=5855
num_leaves=24
num_cat=0
split_feature=1 3 3 4 2 2 1 4 2 2 2 150 11 42 1 11 42 1 51 2 3 393 481
split_gain=29.4632 4.70097 4.57538 3.52459 1.4492 1.16656 1.12217 0.880937 0.858762 0.804371 0.74079 0.528339 0.448775 0.437863 0.385756 0.319327 0.301054 0.285159 0.186574 0.137865 0.162336 0.107277 0.12659
threshold=0.10752500000000002 -0.068254999999999982 -0.052614999999999995 0.30163500000000004 0.13880500000000004 -1.0000000180025095e-35 0.10080500000000002 0.24726500000000004 0.11353000000000001 0.10803500000000001 0.090115000000000015 0.084495000000000015 1.0000000180025095e-35 0.082115000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.080744999999999983 0.089625000000000024 -0.083574999999999997 0.10387 -0.082304999999999975 0.084845000000000018 -0.070419999999999996
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=1 7 3 -2 5 -4 9 10 -7 11 15 14 13 16 -3 18 -12 -16 -1 20 -15 22 -20
right_child=2 6 4 -5 -6 8 -8 -9 -10 -11 12 -13 -14 19 17 -17 -18 -19 21 -21 -22 -23 -24
leaf_value=0.0015111304950095063 0.0014866678647111017 0.0012801379368981727 0.00014211021102959159 0.00043056029978563731 -2.668630169801157e-06 0.00098683813440699885 0.00083094661606969195 0.0011718952564626329 0.00046105180759365902 0.00099287277494417383 0.0014748856532965427 0.0010750591800535079 0.0017408337774293358 0.0017517154883468758 0.001715408946808483 0.0019134686055661283 0.0011964582657279068 0.0013944010936334063 0.0017729952777516809 0.0014111279505613151 0.0015330911653044126 0.0018079835115243112 0.0016387171539375784
leaf_weight=99 85 96 70 58 92 55 73 52 89 82 87 55 77 57 65 55 87 60 95 59 127 60 652
leaf_count=99 85 96 70 58 92 55 73 52 89 82 87 55 77 57 65 55 87 60 95 59 127 60 652
internal_value=0 0.00150942 0.000571173 0.00105856 0.000343291 0.000492186 0.00120519 0.00159641 0.000662118 0.00128141 0.00161155 0.001367 0.00150695 0.00146368 0.0014395 0.00166529 0.00133587 0.00156161 0.00165018 0.00155505 0.00160101 0.0016672 0.00165584
internal_weight=0 1938 449 143 306 214 431 1507 144 358 1455 276 494 417 221 961 174 125 906 243 184 807 747
internal_count=2387 1938 449 143 306 214 431 1507 144 358 1455 276 494 417 221 961 174 125 906 243 184 807 747
is_linear=0
shrinkage=0.0032998


Tree=5856
num_leaves=22
num_cat=0
split_feature=97 1 12 43 12 12 2 52 51 42 0 12 1 481 130 42 39 52 2 0 159
split_gain=0.309805 0.259132 0.327077 0.190921 0.520205 0.288159 0.386013 0.263163 0.235238 0.210073 0.193276 0.169249 0.181234 0.173339 0.151857 0.118312 0.108013 0.0994143 0.0945751 0.0848035 0.081458
threshold=-0.0047149999999999996 0.12007000000000002 -0.083114999999999981 -0.093419999999999989 0.085635000000000003 0.083370000000000014 0.074875000000000011 -0.14715499999999998 0.093530000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.099815000000000015 0.097480000000000011 -0.073474999999999985 0.082650000000000015 0.095650000000000013 0.085095000000000018 -0.080429999999999988 0.097625000000000003 -0.072174999999999975 -0.021869999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -5 -6 10 14 16 12 13 20 -9 -4 -8 -13 -15 -19 -7
right_child=1 2 15 5 7 11 8 9 -10 -11 -12 17 -14 18 -16 -17 -18 19 -20 -21 -22
leaf_value=-0.0071242143351666421 0.021062202316842561 0.0089718772584595815 -0.0012642603544368003 -0.0115225954625413 0.01581600672696494 0.0084580769445343554 -0.00186531011136687 0.012043949198945881 0.013193808836664683 -0.0065971018297034754 0.010979670888628727 0.0078207688862270558 0.013923741942379554 0.0050191528864838878 0.00032797531860823337 -0.011185707656509185 0.0064045241269661893 0.0040695745044127254 0.010259172436006913 -0.0041820918561408273 0.017151629293510839
leaf_weight=59 83 74 100 57 54 70 222 62 58 52 52 56 102 803 64 52 56 63 112 80 56
leaf_count=59 83 74 100 57 54 70 222 62 58 52 52 56 102 803 64 52 56 63 112 80 56
internal_value=0 0.00521178 -0.000195416 0.005794 0.00962059 0.00511846 0.00140214 0.00551951 0.0033055 0.00238576 0.00156211 0.00634944 0.00713856 0.006472 0.00610724 -0.00467026 -0.000192982 0.00180793 0.00566252 -0.000534179 0.0123361
internal_weight=0 2328 226 2102 315 1787 445 232 388 178 330 1342 1143 1041 126 152 278 199 915 143 126
internal_count=2387 2328 226 2102 315 1787 445 232 388 178 330 1342 1143 1041 126 152 278 199 915 143 126
is_linear=0
shrinkage=0.16829


Tree=5857
num_leaves=21
num_cat=0
split_feature=3 49 151 13 133 3 10 2 49 484 49 3 49 159 1209 13 393 2 2 133
split_gain=0.260925 0.336743 0.261935 0.304018 0.262372 0.701045 0.171684 0.262315 0.149973 0.123731 0.23528 0.137826 0.121007 0.143981 0.149128 0.11374 0.104459 0.0823414 0.0633404 0.136491
threshold=-0.068254999999999982 0.14321000000000003 0.084990000000000024 -0.117405 -0.0082649999999999998 -0.097224999999999992 -0.074314999999999978 -0.00097499999999999985 -0.073054999999999981 0.087020000000000014 -0.020999999999999994 -0.062184999999999997 0.10101500000000001 0.108225 0.083050000000000013 0.17982000000000001 0.083525000000000016 0.09772500000000002 0.083815000000000014 -0.054584999999999995
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 6 3 -1 5 -5 -2 -8 -9 10 -10 -12 13 14 15 -6 18 -14 -7 -20
right_child=1 -3 -4 4 12 16 7 8 9 -11 11 -13 17 -15 -16 -17 -18 -19 19 -21
leaf_value=-0.0055595987203946986 0.011397768210664256 -0.011578318392604869 0.017040515892161202 -0.015010798677549208 0.0056023262082216902 0.0070903109690718738 -0.0067459222256877607 0.009337864193647856 -0.0066247188070009816 -0.0057400060332849232 -0.0029936414107114236 0.00604209258975851 -0.0030531345433772177 0.015150015076711851 0.013584274221437114 0.013203267546148542 0.011419602599894401 0.0063183155527265144 0.004213405106172765 -0.0048934244253912313
leaf_weight=75 56 52 52 59 705 103 90 90 63 54 57 289 54 66 87 61 55 52 207 60
leaf_count=75 56 52 52 59 705 103 90 90 63 54 57 289 54 66 87 61 55 52 207 60
internal_value=0 0.00148109 0.00527389 0.00488648 0.00540686 0.00217213 0.00245517 0.00167355 0.00304706 0.00182035 0.00282293 0.00454835 0.00693253 0.00755404 0.0069642 0.00620997 0.00456176 0.00152723 0.00353749 0.0021602
internal_weight=0 751 1636 1584 1509 484 699 643 553 463 409 346 1025 919 853 766 425 106 370 267
internal_count=2387 751 1636 1584 1509 484 699 643 553 463 409 346 1025 919 853 766 425 106 370 267
is_linear=0
shrinkage=0.16829


Tree=5858
num_leaves=15
num_cat=0
split_feature=40 10 13 51 15 43 12 13 481 12 15 43 16 481
split_gain=0.20044 0.200917 0.308382 0.226705 0.243321 0.236381 0.275334 0.322409 0.227713 0.207343 0.188882 0.165102 0.142744 0.125316
threshold=-0.084709999999999994 -0.012054999999999998 -0.16392499999999996 0.14163500000000004 -0.37478999999999996 -0.089649999999999994 0.085635000000000003 -0.0068799999999999998 -0.073474999999999985 0.083570000000000019 -0.082674999999999985 -0.43328499999999998 -0.4058199999999999 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 12 6 7 -6 13 -10 -3 -8 -4 -7
right_child=1 2 3 -5 5 8 11 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0042985235426245211 0.012591025704346176 0.0010430064634518559 0.0018387441290179025 0.012986188164381378 0.0056234426566625119 0.0041316589943601505 -0.0032666677876587069 0.024244462718489748 -0.0012235392718166454 0.0035729199650613806 -0.012541988392021435 0.0072290672488147471 -0.010606493652627461 0.014062856890239509
leaf_weight=92 70 65 52 75 52 68 55 54 331 1108 52 183 52 78
leaf_count=92 70 65 52 75 52 68 55 54 331 1108 52 183 52 78
internal_value=0 0.00370394 0.00342354 0.00389078 0.00355435 0.00398233 0.0079845 0.0151266 0.00311259 0.00246839 -0.00497941 0.00479603 -0.0043666 0.00944967
internal_weight=0 2295 2225 2108 2033 1929 344 106 1585 1439 117 238 104 146
internal_count=2387 2295 2225 2108 2033 1929 344 106 1585 1439 117 238 104 146
is_linear=0
shrinkage=0.16829


Tree=5859
num_leaves=14
num_cat=0
split_feature=48 484 51 147 10 376 12 12 3 49 3 3 12
split_gain=0.191758 0.282756 0.379586 0.205462 0.210415 0.163218 0.212725 0.151643 0.122199 0.121856 0.135541 0.187507 0.0247981
threshold=0.093265000000000015 -0.0068949999999999992 0.10174000000000001 0.089365000000000014 -0.074314999999999978 0.084985000000000019 -0.007389999999999999 -0.094939999999999983 -0.074184999999999987 -0.11612499999999999 0.10632000000000001 -1.0000000180025095e-35 -0.080579999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 4 -1 6 7 -6 -3 -8 11 -11 -9
right_child=1 2 -4 -5 5 -7 9 12 -10 10 -12 -13 -14
leaf_value=0.013976168493983027 0.0091734538372247217 0.0061666417219240011 -0.015927646726668621 -0.0044667682148941045 0.0037713376717255702 0.012548575354509381 0.011611718103309047 -0.0086878973593891486 -0.0038279733225720651 0.0032765651601576475 -0.0049690223701521668 0.010702870931244239 -0.0036014059018675969
leaf_weight=55 55 58 58 91 71 54 54 56 86 1538 52 103 56
leaf_count=55 55 58 58 91 71 54 54 56 86 1538 52 103 56
internal_value=0 -0.00151365 -0.0044324 0.00334817 0.00369783 0.00341199 0.00315542 -0.00229746 0.000185159 0.00372764 0.00347511 0.00374378 -0.00616069
internal_weight=0 257 202 2130 2039 1984 1930 183 144 1747 1693 1641 112
internal_count=2387 257 202 2130 2039 1984 1930 183 144 1747 1693 1641 112
is_linear=0
shrinkage=0.16829


Tree=5860
num_leaves=23
num_cat=0
split_feature=1 3 3 14 15 3 12 160 3 4 1 3 13 3 13 4 484 52 52 52 12 15
split_gain=10.3223 3.2403 1.15095 1.05749 0.885268 0.781857 1.03343 0.626648 0.682158 0.56648 0.554594 0.426411 0.521211 0.418357 0.40175 0.374071 0.169146 0.133801 0.13051 0.186904 0.115943 0.038572
threshold=0.10752500000000002 -0.055839999999999994 0.31534000000000006 0.054835000000000009 0.03981500000000001 -0.097224999999999992 0.086085000000000009 -0.43346499999999993 0.08734500000000002 0.055260000000000011 0.095510000000000012 0.12991000000000003 -0.011494999999999998 -0.097094999999999987 0.087005000000000013 0.0051600000000000005 -0.079429999999999987 0.117775 0.086595000000000019 0.091820000000000013 0.093415000000000012 0.11667500000000001
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 9 11 4 5 6 -1 -7 10 -2 15 12 -3 -6 -8 -9 -15 18 20 -20 -18 -19
right_child=1 2 -4 -5 13 7 14 8 -10 -11 -12 -13 -14 16 -16 -17 17 21 19 -21 -22 -23
leaf_value=0.00039791440735350946 0.0011910943213338202 0.00052848202609056052 -4.7594623259046714e-05 0.0014522872277704299 0.0013770064301035681 0.0013475126970084496 0.00072549338083698436 0.001125349781447171 0.00074358537416839424 0.00075796043423071249 0.00076918886192701443 0.00066209971773122697 0.00015894982480976595 0.00092619043670475853 0.0011079230425563844 0.00095326051044789569 0.0011335672212574089 0.00095037790673836817 0.001314383310865287 0.0011222810173266418 0.00098210076733345835 0.0010835923307847444
leaf_weight=53 52 82 73 74 70 62 52 429 99 92 76 62 85 54 73 208 264 58 100 135 75 53
leaf_count=53 52 82 73 74 70 62 52 429 99 92 76 62 85 54 73 208 264 58 100 135 75 53
internal_value=0 0.000507168 0.000312772 0.0010642 0.00104875 0.000985373 0.000785191 0.0010261 0.00100152 0.000914615 0.00103728 0.000427803 0.000340608 0.00113111 0.000949114 0.00106921 0.00110777 0.00112204 0.00114281 0.00120418 0.00110016 0.0010143
internal_weight=0 446 302 1935 1861 1052 178 874 812 144 713 229 167 809 125 637 739 685 574 235 339 111
internal_count=2381 446 302 1935 1861 1052 178 874 812 144 713 229 167 809 125 637 739 685 574 235 339 111
is_linear=0
shrinkage=0.0032998


Tree=5861
num_leaves=15
num_cat=0
split_feature=4 13 376 14 148 13 4 159 160 15 1213 15 4 15
split_gain=13.4388 4.16767 2.03151 0.95809 0.873467 0.713557 0.686743 0.668327 0.457091 0.437482 0.421866 0.378482 0.268518 0.131973
threshold=0.30163500000000004 -0.16392499999999996 0.048375000000000008 0.062655000000000016 -0.043434999999999994 -0.089899999999999994 0.0051600000000000005 0.08728000000000001 -0.017749999999999998 -0.069404999999999981 -0.021674999999999996 -0.41606999999999994 0.058330000000000007 -0.11984499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 7 10 -9 13 -6 -7 -11 -8
right_child=5 2 -4 -5 6 11 9 8 -10 12 -12 -13 -14 -15
leaf_value=0.00045763483197918769 8.5834097723607532e-05 0.00080275990424167731 0.00065653027646113199 0.0015836269760686069 0.0013639168168607702 0.00058922903242450723 0.001308621630289666 0.00075738989476080009 0.0011878749562510391 0.00073384400506411351 0.0012188516082915839 0.00027353059987634848 0.0010332135196700926 0.001114462858974687
leaf_weight=92 81 64 79 68 281 103 53 53 56 52 1068 70 93 168
leaf_count=92 81 64 79 68 281 103 53 53 56 52 1068 70 93 168
internal_value=0 0.00114523 0.0011763 0.00119728 0.00118334 0.000341971 0.00119668 0.00122892 0.00097888 0.00106815 0.0012491 0.000461693 0.000926096 0.00116119
internal_weight=0 2127 2035 1956 1888 254 1824 1458 109 366 1349 173 145 221
internal_count=2381 2127 2035 1956 1888 254 1824 1458 109 366 1349 173 145 221
is_linear=0
shrinkage=0.0032998


Tree=5862
num_leaves=18
num_cat=0
split_feature=2 12 3 2 3 14 16 12 3 457 13 3 2 0 3 0 16
split_gain=9.50661 4.46464 2.32165 1.92971 1.16647 1.16145 0.837533 0.410994 0.608045 0.299656 0.292506 0.280092 0.244757 0.238616 0.195025 0.138932 0.126967
threshold=0.12051500000000002 -0.070844999999999977 0.10703500000000001 -1.0000000180025095e-35 -0.049204999999999992 0.062655000000000016 -0.18776499999999999 0.090175000000000019 -0.10468499999999999 0.083190000000000014 0.065195000000000017 -0.090374999999999983 0.15355500000000002 -0.097414999999999988 -0.11128999999999999 -0.11208499999999998 -0.081634999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -2 6 15 8 -8 -10 11 -9 13 -6 -12 -3 -4
right_child=4 2 16 -5 12 -7 7 10 9 -11 14 -13 -14 -15 -16 -17 -18
leaf_value=0.00027742626791501797 0.00078505609923323861 0.0010607753547686792 0.00059692067669580478 0.00097763856242135349 0.00027445914436383421 0.0016405360776420381 0.00094809506247176098 0.00089845957469628372 0.0013109021864734546 0.0010714156137017403 0.0014078913153899619 0.0011540559586286311 0.00016489521110146565 0.00058533572254183526 0.0011611009574128959 0.00084197515731845689 0.00083167489750541007
leaf_weight=83 94 66 52 89 57 70 60 53 815 63 81 498 64 52 66 66 52
leaf_count=83 94 66 52 89 57 70 60 53 815 63 81 498 64 52 66 66 52
internal_value=0 0.00114994 0.00119509 0.00063995 0.000488898 0.00122226 0.00120568 0.00122616 0.00127169 0.00129376 0.00116492 0.00112953 0.000327777 0.00042309 0.00129733 0.000951642 0.000714637
internal_weight=0 2114 1942 172 267 1838 1768 1636 938 878 698 551 173 109 147 132 104
internal_count=2381 2114 1942 172 267 1838 1768 1636 938 878 698 551 173 109 147 132 104
is_linear=0
shrinkage=0.0032998


Tree=5863
num_leaves=27
num_cat=0
split_feature=3 155 16 2 3 481 3 4 4 12 52 52 4 3 4 13 160 43 50 4 43 16 12 3 157 12
split_gain=0.434978 0.193366 0.22145 0.387651 0.489205 0.283734 0.24934 0.414413 0.219395 0.262473 0.218024 0.192093 0.209156 0.190904 0.180505 0.231299 0.125058 0.123714 0.126127 0.127172 0.120919 0.109313 0.102348 0.0987204 0.0879927 0.039199
threshold=0.31343500000000007 0.083985000000000018 -0.062804999999999986 0.097220000000000015 -0.10175499999999998 -0.086354999999999987 -0.073444999999999983 0.024315000000000003 -0.037004999999999989 0.085345000000000018 0.086595000000000019 0.091820000000000013 -0.083584999999999979 -0.097829999999999986 -0.013514999999999998 -0.004004999999999999 -0.43697499999999995 -0.095244999999999982 0.10156500000000002 0.30163500000000004 -0.082894999999999983 0.14091500000000004 0.093225000000000016 -0.082224999999999979 -0.0013449999999999998 0.10321000000000001
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 2 10 5 -5 -4 -6 21 9 -7 13 12 -12 -1 -10 -16 -13 -15 19 -19 -11 -8 23 -18 -3 -24
right_child=-2 24 3 4 6 8 7 -9 14 20 11 16 -14 17 15 -17 22 18 -20 -21 -22 -23 25 -25 -26 -27
leaf_value=0.011206602777218022 -0.0068492339317054686 0.0053393515443039162 -0.0049930039729186634 -0.017077468188110775 0.0093848529309194136 0.017487368593663864 0.0074911095110020707 -0.014304604081740637 -0.002960523842439897 -0.00045979290580479173 0.0082705190802096675 0.014548081363070732 0.022234970882232155 0.01083601220503356 0.003160774937393647 0.014464012391031279 -0.0020008587510777763 0.0027394060343569793 0.0096732063889254302 -0.004916212656780738 0.0094827473648377847 -0.0027083527538603685 0.012871791340470833 0.0065080485056467291 0.013850414885763784 0.0062369936076965673
leaf_weight=101 90 54 72 52 70 88 69 57 89 54 65 52 58 56 233 66 69 415 62 72 95 52 52 87 99 52
leaf_count=101 90 54 72 52 70 88 69 57 89 54 65 52 58 56 233 66 69 415 62 72 95 52 52 87 99 52
internal_value=0 0.00506989 0.00465483 0.00281929 -0.00223466 0.00499716 0.000870294 -0.00246804 0.00615091 0.0101895 0.00625714 0.00922459 0.01487 0.00442621 0.00367938 0.00566181 0.00699324 0.0032913 0.00251844 0.00160388 0.00586735 0.00309302 0.00547536 0.00273298 0.0108583 0.00957167
internal_weight=0 2291 2138 997 300 697 248 178 625 237 1141 435 123 706 388 299 312 605 549 487 149 121 260 156 153 104
internal_count=2381 2291 2138 997 300 697 248 178 625 237 1141 435 123 706 388 299 312 605 549 487 149 121 260 156 153 104
is_linear=0
shrinkage=0.16829


Tree=5864
num_leaves=24
num_cat=0
split_feature=1 3 1 4 15 2 2 0 2 3 4 3 15 15 0 48 43 133 52 40 52 13 43
split_gain=13.6761 2.36426 1.46919 1.23349 1.13118 0.910477 0.794179 0.940254 0.637132 0.455146 0.444035 0.413495 0.360889 0.302676 0.65945 0.358351 0.250825 0.248078 0.200011 0.128197 0.125061 0.121704 0.0600079
threshold=0.10752500000000002 -0.055839999999999994 0.090540000000000023 0.39574000000000004 -1.0000000180025095e-35 0.14721500000000001 0.09857500000000001 -0.036119999999999992 0.093565000000000023 0.30112000000000005 0.03851000000000001 -0.15197999999999998 -0.077559999999999976 -0.14151499999999997 -0.11208499999999998 0.089830000000000007 -0.034884999999999992 0.11259500000000001 0.10963000000000002 -0.073884999999999992 -0.086814999999999989 -0.053824999999999991 -0.073404999999999984
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 3 6 -2 8 9 11 10 21 12 18 -1 19 -13 -15 17 -6 -16 -8 -3 -18 -4 -12
right_child=1 5 4 -5 16 -7 7 -9 -10 -11 22 13 -14 14 15 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0018286929553225275 0.0014059415493149028 0.00085381916850731066 0.0013651268696552486 0.00077074382981768229 0.0013050298434819515 0.00035534810685867606 0.0014625336469483571 0.00096687563955464738 0.0008696088621715914 0.00050809092453261214 0.0013715001668742305 0.0017505413039880797 0.0010571744488310406 0.0012504281974874967 0.0015824055246976255 0.0012777942415496131 0.0014441242419304941 0.0014296953188822695 0.0017227488762349837 0.00061896585215650331 0.0016646757658375045 0.001145198852776795 0.001209177962428242
leaf_weight=56 91 52 60 53 72 80 81 55 77 56 56 69 61 91 831 53 60 141 58 53 61 57 57
leaf_count=56 91 52 60 53 72 80 81 55 77 56 56 69 61 91 831 53 60 141 58 53 61 57 57
internal_value=0 0.000824157 0.00146534 0.0011724 0.00128288 0.000657991 0.00151093 0.00135971 0.0011042 0.000766893 0.00144531 0.00154831 0.000853987 0.00153503 0.00152167 0.00154572 0.00146231 0.00156029 0.00157137 0.00073561 0.0015556 0.00125828 0.00128993
internal_weight=0 446 1935 144 387 302 1548 307 194 222 252 1241 166 1185 1116 1025 193 972 139 105 121 117 113
internal_count=2381 446 1935 144 387 302 1548 307 194 222 252 1241 166 1185 1116 1025 193 972 139 105 121 117 113
is_linear=0
shrinkage=0.0032998


Tree=5865
num_leaves=24
num_cat=0
split_feature=1 2 12 150 13 39 12 12 2 160 484 52 12 52 12 1 2 12 1 13 49 50 160
split_gain=17.5498 2.42546 1.94619 1.76284 1.23375 1.18221 0.836047 1.00652 0.618764 0.562124 0.516495 0.415115 0.413215 0.326849 0.325872 0.573547 0.235862 0.235224 0.213354 0.239849 0.211217 0.188776 0.179422
threshold=0.10538500000000002 0.11517500000000001 0.085090000000000013 0.10801000000000001 -0.15078499999999997 0.087880000000000014 -0.024179999999999997 0.090255000000000016 -1.0000000180025095e-35 -0.091944999999999985 0.085435000000000025 0.13248000000000001 0.098785000000000012 0.49868000000000007 0.083885000000000015 0.085720000000000005 0.084825000000000025 0.11540500000000002 0.089910000000000004 0.019675000000000002 -0.008624999999999999 0.091320000000000012 -0.42559499999999995
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 8 6 -3 -6 -1 9 -2 16 14 17 -4 -13 15 -11 -8 18 19 -9 -16 -20 -18
right_child=1 4 12 -5 5 -7 7 11 -10 10 -12 13 -14 -15 20 -17 22 -19 21 -21 -22 -23 -24
leaf_value=0.0012269620949442513 0.00054095885038478681 0.00020495793424511459 0.0015306427862597635 0.00098983174126963144 0.00095951528878689238 0.00035549308905281262 0.001612946547090429 0.0014178290620471487 0.00096216483180542787 0.0018572421726841021 0.0013109228809153211 0.0011392172975433243 0.0011281603331788871 0.0014672522975263508 0.0013699912931882129 0.0014860443597535509 0.0020188036233972605 0.0012887239893059584 0.0017507759443147913 0.001611681476219641 0.0015821725060580795 0.0014931691504420539 0.001740838678459882
leaf_weight=98 69 75 61 70 91 58 58 275 86 123 75 78 53 60 60 74 54 61 68 98 496 63 54
leaf_count=98 69 75 61 70 91 58 58 275 86 123 75 78 53 60 60 74 54 61 68 98 496 63 54
internal_value=0 0.00080477 0.00101613 0.001505 0.000550789 0.000724629 0.00152507 0.00154227 0.000774888 0.00161016 0.00157467 0.00144621 0.00134383 0.0012821 0.00160089 0.00171799 0.001787 0.00148624 0.00151007 0.00146886 0.00155934 0.00162716 0.00188015
internal_weight=0 493 269 1865 224 149 1795 1697 155 994 828 703 114 138 753 197 166 565 504 373 556 131 108
internal_count=2358 493 269 1865 224 149 1795 1697 155 994 828 703 114 138 753 197 166 565 504 373 556 131 108
is_linear=0
shrinkage=0.0032998


Tree=5866
num_leaves=14
num_cat=0
split_feature=1456 14 4 4 151 51 42 40 15 15 401 13 52
split_gain=0.320299 0.292705 0.188761 0.27539 0.241083 0.174921 0.163127 0.169128 0.165789 0.214426 0.14567 0.10854 0.165132
threshold=-0.071109999999999993 -0.10708499999999999 0.36766000000000004 0.50779500000000011 0.086470000000000005 0.14560000000000003 0.10059500000000002 -0.078819999999999987 0.091475000000000015 -0.040804999999999994 0.11186000000000001 -0.08459499999999999 0.0043000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 4 -4 5 6 7 -3 9 -8 -9 -1 -13
right_child=1 2 3 -5 -6 -7 8 10 -10 -11 -12 12 -14
leaf_value=0.007644022642278832 0.014833194909657309 0.013203910038000834 -0.0057239717543890777 0.008038677299062524 -0.0038820852785819153 -0.0030741591773660814 0.0080068871325866767 0.0051149369505756759 0.0056794772519712456 0.023143806256880933 0.013279700910613522 0.023018604786445542 0.010257813070427921
leaf_weight=68 96 85 100 70 70 56 54 1434 90 53 65 54 63
leaf_count=68 96 85 100 70 70 56 54 1434 90 53 65 54 63
internal_value=0 0.00573772 0.00531646 -4.64304e-05 0.00579547 0.00616522 0.00645674 0.00588632 0.0110342 0.0155214 0.00547018 0.0130413 0.0161628
internal_weight=0 2173 2077 170 1907 1837 1781 1584 197 107 1499 185 117
internal_count=2358 2173 2077 170 1907 1837 1781 1584 197 107 1499 185 117
is_linear=0
shrinkage=0.16829


Tree=5867
num_leaves=16
num_cat=0
split_feature=4 3 10 14 3 4 16 13 42 4 16 401 3 4 42
split_gain=5.93338 2.39945 1.24568 0.486527 0.486519 0.455033 0.502004 0.429745 0.332979 0.266417 0.279127 0.233368 0.21543 0.191013 0.100881
threshold=0.36766000000000004 0.25468500000000005 -0.0026549999999999994 -0.10708499999999999 -0.072419999999999984 -0.37983499999999992 -0.010379999999999999 -0.10278499999999999 0.086700000000000013 0.08734500000000002 -0.116045 0.087110000000000007 -0.0035149999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 7 -6 12 -4 -5 10 -9 -12 14 -8 -7
right_child=3 -3 4 8 5 6 13 9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0007123778411355792 0.0008512544366210122 0.00050893828470888137 0.0015012387205444319 0.00064904878345517058 0.0013644849783670321 0.0011794726350095061 0.00083473467048884463 0.0014310062238064604 0.0003486539455792922 0.0010192976137640961 0.0012065777233355821 0.0013619170135945565 0.0012799662523834076 0.0010820543614507821 0.0010114108966712565
leaf_weight=58 75 58 64 103 69 74 100 75 67 69 1174 120 103 54 95
leaf_count=58 75 58 64 103 69 74 100 75 67 69 1174 120 103 54 95
internal_value=0 0.00117189 0.00119058 0.000629087 0.00120445 0.001114 0.00107335 0.00123424 0.000530865 0.00122233 0.00123254 0.00122101 0.00115909 0.000921686 0.00108521
internal_weight=0 2113 2055 245 1997 495 426 1502 170 1438 1369 1294 272 154 169
internal_count=2358 2113 2055 245 1997 495 426 1502 170 1438 1369 1294 272 154 169
is_linear=0
shrinkage=0.0032998


Tree=5868
num_leaves=11
num_cat=0
split_feature=40 1452 148 147 40 48 1443 51 15 16
split_gain=0.182643 0.162931 0.167036 0.273551 0.144827 0.175827 0.264247 0.20142 0.35323 0.150033
threshold=-0.08440499999999998 0.09921000000000002 -0.08224999999999999 0.089365000000000014 -0.077474999999999988 0.093265000000000015 0.083720000000000003 0.116275 -0.088954999999999992 -0.095229999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 9 8 -7 -6
right_child=1 -3 3 -5 5 7 -8 -9 -10 -11
leaf_value=-0.0016619940175899416 0.015583820462380703 0.015601709643880803 0.013544644011099677 -0.005901185167056372 0.0093317673193155579 0.0046200678753250323 0.018347811129881795 0.010721832419946481 -0.010773965802656302 0.0053891485797349222
leaf_weight=83 52 53 74 54 341 114 52 53 67 1415
leaf_count=83 52 53 74 54 341 114 52 53 67 1415
internal_value=0 0.00635817 0.00613688 0.00590967 0.00621193 0.00594532 0.00650744 0.0015944 -0.00106835 0.00615579
internal_weight=0 2275 2222 2170 2116 2042 1808 234 181 1756
internal_count=2358 2275 2222 2170 2116 2042 1808 234 181 1756
is_linear=0
shrinkage=0.16829


Tree=5869
num_leaves=12
num_cat=0
split_feature=3 10 15 147 47 12 14 0 16 49 12
split_gain=5.43021 3.67923 2.64192 1.19107 1.00723 0.717981 0.77745 0.576841 0.493739 0.242781 0.185406
threshold=0.30112000000000005 -1.0000000180025095e-35 -0.37478999999999996 0.089365000000000014 0.11596500000000001 0.090465000000000004 0.076175000000000007 -0.13513499999999998 -0.41574999999999995 0.10311000000000002 0.11540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 6 7 -4 -3 10 -7
right_child=-2 2 3 -5 -6 9 -8 -9 -10 -11 -12
leaf_value=0.00045402636340487716 0.00028944515997799905 0.0008668079750188695 0.00099668493572751616 0.0006799295905208769 0.00080688254786969512 0.0011291112023546249 0.001613113313599172 0.001229919159122605 0.00043811157601822686 0.00092536546719527838 0.00093281967077642419
leaf_weight=97 98 54 133 60 88 586 53 974 65 90 60
leaf_count=97 98 54 133 60 88 586 53 974 65 90 60
internal_value=0 0.00108336 0.00111156 0.00113941 0.00115329 0.00116935 0.00122075 0.00120193 0.000632942 0.00108829 0.00111093
internal_weight=0 2260 2163 2044 1984 1896 1160 1107 119 736 646
internal_count=2358 2260 2163 2044 1984 1896 1160 1107 119 736 646
is_linear=0
shrinkage=0.0032998


Tree=5870
num_leaves=24
num_cat=0
split_feature=1 2 52 3 52 42 3 16 47 3 16 2 2 50 151 3 11 3 2 0 16 16 16
split_gain=13.867 4.39298 1.37516 1.11208 0.938121 0.646316 0.766923 0.502166 0.569237 0.449944 0.407929 0.397174 0.298328 0.280112 0.37681 0.557787 0.289567 0.522922 0.267346 0.178074 0.353321 0.273081 0.111149
threshold=0.10557500000000002 0.14461000000000004 -0.29521499999999995 -0.059629999999999996 0.12492500000000002 -0.0043149999999999994 -0.0035149999999999995 -0.51287499999999986 0.078345000000000012 0.10323000000000002 -0.055679999999999993 0.11342000000000001 -1.0000000180025095e-35 0.041865000000000006 -0.080549999999999997 -0.09132499999999999 0.080455000000000013 -0.11756999999999999 0.091955000000000023 -0.089179999999999995 -0.067534999999999998 -0.082159999999999997 -0.073494999999999991
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 11 7 -5 -7 -4 12 10 -8 13 -9 14 15 -1 17 -16 -19 -15 21 -21 -14
right_child=1 -3 4 5 -6 6 9 8 -10 -11 -12 -13 22 19 16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=0.00095301330145436001 0.0013794335888669318 8.2710765292345282e-05 0.0010027541104296908 0.0014613658108017624 0.0011901357528534588 0.00085807268770850091 0.0011380904828526164 0.00040135846262945004 0.0009680807313632837 0.00097302852043776116 0.0015307477581965258 0.0011655020604089195 0.00056065557867408366 0.0016163376632101268 0.0010852707822542932 0.00138885023726021 0.0016245828524559744 0.0014371960869768506 0.0013034123562832628 0.0014961184354226804 0.0016341464212831129 0.001225329275395561 0.00076316669626325204
leaf_weight=56 52 93 60 68 58 94 56 67 53 52 62 87 54 86 62 77 58 633 229 79 71 89 71
leaf_count=56 52 93 60 68 58 94 56 67 53 52 62 87 54 86 62 77 58 633 229 79 71 89 71
internal_value=0 0.000731342 0.000876613 0.0013467 0.000804487 0.00117292 0.00109849 0.000731035 0.000664348 0.00123122 0.0013447 0.00138446 0.000580321 0.00139767 0.0013724 0.0012056 0.00139495 0.0013805 0.0014017 0.00148425 0.00143658 0.00135287 0.000675964
internal_weight=0 508 415 1859 363 332 264 305 245 170 118 1527 192 1440 1115 133 982 924 862 325 239 168 125
internal_count=2367 508 415 1859 363 332 264 305 245 170 118 1527 192 1440 1115 133 982 924 862 325 239 168 125
is_linear=0
shrinkage=0.0032998


Tree=5871
num_leaves=20
num_cat=0
split_feature=1 3 124 10 14 3 4 4 4 0 47 0 1 1 0 474 42 42 4
split_gain=25.702 4.18849 2.59332 1.80444 1.69721 1.37608 1.27801 1.02826 0.934268 0.861618 0.784918 0.409066 0.322865 0.304971 0.519037 0.187103 0.150136 0.156222 0.119888
threshold=0.10557500000000002 -0.055839999999999994 -0.043384999999999993 -0.0010949999999999998 0.054835000000000009 -0.12077499999999998 0.08734500000000002 0.005935000000000001 -0.17689999999999997 -0.10417499999999999 0.10019500000000002 -0.079119999999999982 1.0000000180025095e-35 0.11481500000000001 -0.074754999999999988 0.086630000000000013 0.093045000000000003 -0.010169999999999998 0.10534500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 -3 5 8 -2 9 -4 -7 13 15 -13 -5 -15 -11 17 -9 -19
right_child=1 3 4 10 -6 7 -8 16 -10 11 -12 12 -14 14 -16 -17 -18 18 -20
leaf_value=0.00083312494038849892 0.0012582100085694889 -0.00014528866537733269 0.0013202920725705978 0.000517450355421074 0.0019248337108488847 0.0010382514250262534 0.00067379128903222033 0.0011591279379593151 0.00073941902526228353 0.0014962469280912162 0.00077197506951497867 0.0013117890167171858 0.0015076518642828949 8.3415322620294141e-05 0.0005060615361834951 0.001674405595312887 0.0010836400906034738 0.0014461195008335637 0.0012338793103575108
leaf_weight=90 85 68 65 80 67 53 79 84 57 774 65 259 148 77 54 74 63 67 58
leaf_count=90 85 68 65 80 67 53 79 84 57 774 65 259 148 77 54 74 63 67 58
internal_value=0 0.000542841 0.00138049 0.000335801 0.00140832 0.00138797 0.000976906 0.00141411 0.00104919 0.00145264 0.000454458 0.00147011 0.0013831 0.000356478 0.000257905 0.00151184 0.00122866 0.00127221 0.00134792
internal_weight=0 508 1859 344 1769 1702 164 1580 122 1308 276 1255 407 211 131 848 272 209 125
internal_count=2367 508 1859 344 1769 1702 164 1580 122 1308 276 1255 407 211 131 848 272 209 125
is_linear=0
shrinkage=0.0032998


Tree=5872
num_leaves=15
num_cat=0
split_feature=2 43 1427 9 52 4 158 474 52 4 2 0 150 2
split_gain=0.677952 0.33918 0.266201 0.184395 0.203138 0.254293 0.225446 0.20539 0.186112 0.190621 0.148609 0.222579 0.175874 0.137532
threshold=0.14461000000000004 -0.049364999999999992 0.083935000000000023 -1.0000000180025095e-35 -0.063789999999999986 0.052250000000000012 0.07968500000000002 0.085685000000000011 -0.08743999999999999 -0.0083249999999999973 0.114805 -0.031614999999999997 0.08926000000000002 0.12992500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 8 10 9 -5 11 12 -6 -12
right_child=1 -3 -4 4 7 -7 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.0013566830112929269 0.0051243429130698598 -0.012724486452929848 0.018530736642552437 0.0049348184049721249 0.0091478826788003367 -0.0030221331783636322 0.01451609379005883 0.018803203840761739 -0.0014543851423431105 0.014792590661364863 -0.0002976927386398567 0.017363703511633383 0.00081268144199514295 0.010341585201031197
leaf_weight=61 54 68 67 261 1143 87 89 59 93 71 94 89 77 54
leaf_count=61 54 68 67 261 1143 87 89 59 93 71 94 89 77 54
internal_value=0 -0.00480946 0.00806317 0.00774034 0.00800332 0.00537772 0.00680298 0.00904302 0.00518354 0.00704837 0.00864656 0.00921892 0.00862328 0.00357207
internal_weight=0 122 2245 2178 2117 601 514 1516 425 332 1457 1309 1220 148
internal_count=2367 122 2245 2178 2117 601 514 1516 425 332 1457 1309 1220 148
is_linear=0
shrinkage=0.16829


Tree=5873
num_leaves=24
num_cat=0
split_feature=1 1 12 12 51 12 4 4 4 41 1 3 15 3 13 12 12 1 3 12 4 12 42
split_gain=13.9116 2.74829 2.25507 1.5921 1.19584 0.8911 0.814715 0.796001 0.617999 0.479747 0.390164 0.913446 0.323659 0.296573 0.440146 0.208555 0.24027 0.24292 0.224585 0.152252 0.120647 0.120635 0.116819
threshold=0.10557500000000002 0.13554500000000003 0.085090000000000013 0.054520000000000006 -0.095799999999999982 0.11769500000000001 -0.0068249999999999986 0.40124500000000002 0.052250000000000012 0.075585000000000013 0.088595000000000021 -0.0053599999999999993 -0.064464999999999981 0.045635000000000002 -0.009329999999999998 0.087745000000000004 0.10811000000000001 0.088950000000000015 -0.085289999999999991 0.083785000000000012 0.049545000000000006 0.091085000000000013 0.08426500000000002
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 13 4 -1 8 -4 -3 9 15 -6 -12 21 14 -2 18 17 -17 19 -5 -15 -10 -20
right_child=1 7 6 5 10 -7 -8 -9 12 -11 11 -13 -14 20 -16 16 -18 -19 22 -21 -22 -23 -24
leaf_value=0.0015350620790427045 0.00073304284486745653 0.00065185204161019702 0.0015379332392991842 0.0015268842375712132 0.0011595414130526863 0.00097842619581049554 0.0010034946979103484 0.00014246403767305272 0.0014278870944278005 0.0017160132825133846 0.00056364609535456875 0.0011177604046554968 0.0010055773902694484 0.00091569083249458242 0.00032936775784835428 0.0013100933208394536 0.0015844562651076365 0.0014452189286776505 0.0016701387308303112 0.0013356540032637997 0.00069393892792398717 0.0011964468670322814 0.0014874060259057959
leaf_weight=58 69 53 52 64 102 60 79 91 52 56 56 78 61 52 52 508 53 213 52 192 60 53 201
leaf_count=58 69 53 52 64 102 60 79 91 52 56 56 78 61 52 52 508 53 213 52 192 60 53 201
internal_value=0 0.00071647 0.000869187 0.00133282 0.00110939 0.00137477 0.00121591 0.000330192 0.00139054 0.00141423 0.00100463 0.000886453 0.00119923 0.000674099 0.000559854 0.00140104 0.00136616 0.00135006 0.001454 0.0013836 0.00079721 0.0013114 0.0015251
internal_weight=0 508 364 1859 294 1565 131 144 1505 1339 236 134 166 233 121 1283 774 721 509 256 112 105 253
internal_count=2367 508 364 1859 294 1565 131 144 1505 1339 236 134 166 233 121 1283 774 721 509 256 112 105 253
is_linear=0
shrinkage=0.0032998


Tree=5874
num_leaves=24
num_cat=0
split_feature=3 2 4 9 2 51 52 2 12 4 4 3 15 16 403 15 133 3 403 12 3 1213 12
split_gain=7.42122 2.70024 1.98942 1.27054 0.968078 0.78392 0.683219 0.607897 0.493957 0.427774 0.393222 0.601531 0.342948 0.309744 0.300208 0.228545 0.187372 0.164625 0.141335 0.162692 0.0963152 0.089505 0.0799725
threshold=-0.050489999999999993 0.14721500000000001 0.36766000000000004 -1.0000000180025095e-35 0.10428500000000002 -0.091829999999999981 1.0000000180025095e-35 0.081685000000000021 0.090175000000000019 0.032965000000000001 -0.15450999999999995 -0.11756999999999999 -0.083359999999999976 -0.082084999999999991 0.058485000000000009 -0.074054999999999996 0.037060000000000003 0.0051600000000000005 -0.15498499999999996 0.083885000000000015 -0.078254999999999977 0.060985000000000004 0.098400000000000015
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 3 8 -2 5 -5 12 -7 10 13 -1 -12 -6 22 15 -15 -17 -9 -13 -20 -11 -21 -10
right_child=1 -3 -4 4 6 7 -8 17 9 20 11 18 -14 14 -16 16 -18 -19 19 21 -22 -23 -24
leaf_value=0.0014606200603127489 0.00032435991684313291 0.00015940354856992952 0.00056673086873324885 0.001303957120942862 0.00041465800542334904 0.00063322938129439647 0.00096404975015690526 0.00086361099923398961 0.0013276827754801039 0.00080189019551878354 0.0008282828855072713 0.0010311651682614025 0.00071444726583557458 0.0012787781076220358 0.00085218295636331758 0.0011352696390591473 0.00098230267307055285 0.001108651089670972 0.0013514368936259939 0.0011723553697893531 0.00098165995190313635 0.0013051120305991801 0.0011504586986785382
leaf_weight=54 60 89 71 60 83 74 66 52 74 61 54 59 85 68 62 203 163 77 76 578 79 67 52
leaf_count=54 60 89 71 60 83 74 66 52 74 61 54 59 85 68 62 203 163 77 76 578 79 67 52
internal_value=0 0.000693611 0.00110857 0.000778906 0.000833709 0.000971392 0.000678814 0.000872923 0.00113186 0.00106975 0.00118512 0.00116724 0.000566547 0.0011071 0.0010695 0.00110047 0.00106724 0.00101015 0.00119066 0.00120367 0.000903583 0.0011862 0.00125482
internal_weight=0 646 1721 557 497 263 234 203 1650 762 888 834 168 622 496 434 366 129 780 721 140 645 126
internal_count=2367 646 1721 557 497 263 234 203 1650 762 888 834 168 622 496 434 366 129 780 721 140 645 126
is_linear=0
shrinkage=0.0032998


Tree=5875
num_leaves=19
num_cat=0
split_feature=1 3 39 1 3 3 4 14 15 0 1 0 4 0 1 49 484 475
split_gain=12.3064 2.47428 2.18671 1.33653 1.23268 1.40598 0.931524 0.603143 0.621805 1.46823 1.17547 0.78916 0.540719 0.953154 0.508807 0.311104 0.20333 0.170147
threshold=0.10776500000000001 -0.055389999999999988 0.081875000000000017 0.092655000000000015 0.31534000000000006 0.085315000000000016 0.30163500000000004 0.076175000000000007 -0.19301999999999997 -0.10490499999999998 0.083065000000000014 -0.074434999999999987 -0.38908499999999996 -0.045754999999999997 0.13301500000000002 0.10470500000000001 0.079595000000000013 -0.017689999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 -4 5 14 -2 8 -1 10 -10 15 17 -14 -3 16 -11 -13
right_child=1 4 3 -5 -6 -7 -8 -9 9 11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=0.0017952053379458566 0.0014084382605148767 0.00071541483944547824 0.0014203796251915919 0.00072404758368596514 0.00022984289866538097 0.0010787211797764623 0.00085803845065810403 0.0017947746878993042 0.001471691825596513 0.0015320960872189052 0.00088383920690931627 0.0016907763378303095 0.0013738109283197917 0.00087795078569430373 0.0003014660228020825 0.0013081109329578467 0.0016842054629039598 0.001440145270405768
leaf_weight=62 85 82 53 70 59 93 56 65 67 901 84 53 235 52 54 64 113 76
leaf_count=62 85 82 53 70 59 93 56 65 67 901 84 53 235 52 54 64 113 76
internal_value=0 0.000831628 0.00145077 0.00102438 0.000656009 0.000765654 0.00119009 0.00148035 0.00146835 0.00145601 0.00114491 0.00148743 0.00136458 0.00128409 0.000551312 0.00153481 0.00154908 0.00154339
internal_weight=0 429 1895 123 288 229 141 1772 1707 1645 151 1494 416 287 136 1078 1014 129
internal_count=2324 429 1895 123 288 229 141 1772 1707 1645 151 1494 416 287 136 1078 1014 129
is_linear=0
shrinkage=0.0032998


Tree=5876
num_leaves=15
num_cat=0
split_feature=40 148 3 31 474 2 151 151 11 40 401 3 16 156
split_gain=0.391994 0.297166 0.242978 0.200815 0.158047 0.24799 0.160255 0.263603 0.171618 0.131447 0.119295 0.0920726 0.0817184 0.0890366
threshold=0.051255000000000002 -0.0084749999999999982 -0.049204999999999992 -0.019269999999999999 0.081755000000000008 0.085355000000000014 -0.083694999999999978 -0.091649999999999995 0.079915000000000014 -0.081239999999999993 0.10872500000000002 -0.18766499999999997 0.062365000000000011 0.087205000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 -5 9 -8 -11 -10 13 -7
right_child=-2 3 -4 4 5 12 8 -9 11 10 -12 -13 -14 -15
leaf_value=0.0084557355672713105 -0.0050572614802781137 -0.00054657134500359593 -0.0068219960863218458 0.010066426192129212 0.0050748010096094004 0.019179668542744884 0.017650615072772203 -0.0055117665059649665 0.011276462512871604 0.0087837223155103877 0.014908026749586068 0.021172190885218101 0.021612544832574927 0.0096723616230460566
leaf_weight=61 55 52 57 75 66 55 54 52 53 1460 97 56 72 59
leaf_count=61 55 52 57 75 66 55 54 52 53 1460 97 56 72 59
internal_value=0 0.00930049 0.00106059 0.00975168 0.0100077 0.0139761 0.00946524 0.00367381 0.00989182 0.00945192 0.00916642 0.016377 0.017125 0.014275
internal_weight=0 2269 118 2151 2099 252 1847 127 1720 1611 1557 109 186 114
internal_count=2324 2269 118 2151 2099 252 1847 127 1720 1611 1557 109 186 114
is_linear=0
shrinkage=0.16829


Tree=5877
num_leaves=26
num_cat=0
split_feature=2 2 2 2 12 12 47 2 16 49 42 3 16 49 12 16 12 16 42 49 49 12 3 16 2
split_gain=13.0469 7.57533 3.14189 2.6864 2.11586 2.01535 1.28963 0.956908 0.76026 0.704746 0.678656 0.642419 0.386067 0.418748 0.422274 0.307893 0.295889 0.29427 0.212704 0.190225 0.190091 0.12007 0.150727 0.0988257 0.0940332
threshold=0.12665500000000005 -1.0000000180025095e-35 0.092365000000000017 0.16730000000000003 -0.011819999999999999 0.054520000000000006 0.11227500000000001 0.10859000000000001 0.55302000000000018 1.0000000180025095e-35 0.08648500000000002 -0.00079499999999999981 0.081265000000000018 0.082565000000000013 0.083325000000000024 -0.087969999999999979 0.087745000000000004 -0.053214999999999991 0.079170000000000004 0.089065000000000019 0.0093850000000000027 0.093270000000000006 -0.082744999999999985 0.051380000000000002 0.084825000000000025
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=1 4 6 9 -1 7 10 11 17 -2 12 -4 13 14 -3 -9 24 18 -7 -15 23 22 -18 -19 -12
right_child=3 2 5 -5 -6 8 -8 15 -10 -11 16 -13 -14 19 -16 -17 21 20 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0004610778896815544 0.00066503888911316358 0.0014751498157634607 0.0010706199881446688 0 0.0012609070124397254 0.0014233375838274014 0.0011756959041186556 0.0010639099318207272 0.0018678451791810263 0.0011245555567477262 0.0017687724456323095 0.0015238924001058183 0.0019745695808492218 0.0020028838243953723 0.0017038000509624629 0.00070989132580477057 0.0016915016680937324 0.0011493450443555724 0.001646398750058168 0.001731262090481816 0.0014710935544708797 0.0013892376452625031 0.0014859558751971935 0.0013535866809905735 0.0015946459274090864
leaf_weight=93 94 112 68 56 59 100 64 54 52 60 72 70 61 64 463 55 56 53 95 56 82 88 159 59 79
leaf_count=93 94 112 68 56 59 100 64 54 52 60 72 70 61 64 463 55 56 53 95 56 82 88 159 59 79
internal_value=0 0.00148192 0.00153692 0.000619241 0.00077177 0.00135692 0.00163409 0.00111771 0.00149082 0.0008443 0.00165831 0.0013008 0.00171931 0.00169686 0.00165932 0.0008856 0.00155664 0.00144033 0.00153219 0.00187642 0.00134782 0.00149609 0.00153966 0.00125725 0.00167791
internal_weight=0 2114 1962 210 152 688 1274 247 441 154 1210 138 756 695 575 109 454 389 195 120 194 303 215 112 151
internal_count=2324 2114 1962 210 152 688 1274 247 441 154 1210 138 756 695 575 109 454 389 195 120 194 303 215 112 151
is_linear=0
shrinkage=0.0032998


Tree=5878
num_leaves=14
num_cat=0
split_feature=1 0 14 0 394 3 474 14 0 3 1 4 3
split_gain=0.462964 0.338747 0.280318 0.290453 0.187291 0.267788 0.192828 0.180287 0.213853 0.228164 0.1897 0.157574 0.146365
threshold=0.12007000000000002 -0.023359999999999995 -0.10708499999999999 -0.22384499999999996 -0.08151499999999999 -0.086114999999999983 0.088510000000000019 0.076175000000000007 -0.10946999999999998 -0.072419999999999984 0.11181500000000001 -0.018719999999999997 0.077930000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 -1 -4 5 -5 7 8 9 -6 -10 -8 -2
right_child=1 -3 3 4 6 -7 11 -9 10 -11 -12 -13 -14
leaf_value=0.021157705250986938 0.00050325537513969403 -0.01012783623416433 -0.0013721756740963877 -0.0052017953777376532 -0.0059522573788111941 0.010177998365171876 0.022531268729655777 0.018250975358593859 0.0092139453807142113 0.0077428278896567657 0.01931742412175496 0.010484600634157652 0.010043972445316084
leaf_weight=55 99 55 74 59 53 70 59 62 1434 98 55 66 85
leaf_count=55 99 55 74 59 53 70 59 62 1434 98 55 66 85
internal_value=0 0.00144991 0.00927882 0.0089561 0.00934776 0.0031299 0.0097858 0.00931477 0.00897584 0.00292405 0.00958835 0.016185 0.00492042
internal_weight=0 239 2085 2030 1956 129 1827 1702 1640 151 1489 125 184
internal_count=2324 239 2085 2030 1956 129 1827 1702 1640 151 1489 125 184
is_linear=0
shrinkage=0.16829


Tree=5879
num_leaves=22
num_cat=0
split_feature=4 12 2 2 12 11 4 12 13 12 2 2 4 484 16 15 12 16 1213 2 12
split_gain=26.6521 11.7153 3.54322 3.82477 2.87098 1.40183 1.16673 1.03023 0.910424 0.815787 0.711528 0.508928 0.442019 0.397004 0.357486 0.286866 0.266212 0.216117 0.181341 0.161054 0.0890298
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 -0.0050599999999999994 0.13071000000000002 1.0000000180025095e-35 -0.053824999999999991 0.092495000000000008 -0.091769999999999977 -0.090699999999999989 0.093565000000000023 0.11517500000000001 0.053255000000000004 0.087150000000000019 0.23993500000000004 -0.42443999999999993 0.083705000000000016 0.21684500000000004 -0.021674999999999996 0.091250000000000012 0.098330000000000015
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 2 3 -1 5 7 -5 13 -4 -2 -8 -11 17 16 -7 -13 -3 18 -9 -18 -14
right_child=9 4 8 6 -6 14 10 12 -10 11 -12 15 20 -15 -16 -17 19 -19 -20 -21 -22
leaf_value=0.00016905349586767985 -0.00039379833980669916 0.0010889978207030736 -0.00013814742594619 0.0013493707684622378 0.00050664099205919016 0.0017912142267880271 0.0010650589810861262 0.0013873242176477938 0.0004251316958102803 0.00027477382593274886 0.00060802916719869939 9.2909410398218028e-05 0.0010490930058362847 0.0015255531455003136 0.0014244098887642475 -0.00024699619690263773 0.0013371977007230506 0.0010195749681476346 0.0011888745823181513 0.0011904373505603769 0.00085224224464049538
leaf_weight=70 52 61 52 88 53 68 88 64 78 79 65 55 54 99 53 53 685 69 287 98 53
leaf_count=70 52 61 52 88 53 68 88 64 78 79 65 55 54 99 53 53 685 69 287 98 53
internal_value=0 0.00113513 0.000657387 0.000848653 0.00126326 0.00128845 0.0010459 0.00126024 0.000199549 -2.81002e-05 0.000871126 7.3403e-05 0.0011429 0.00132578 0.00163084 -7.35699e-05 0.0013023 0.00119147 0.00122516 0.00131887 0.000951917
internal_weight=0 2085 441 311 1644 1591 241 1470 130 239 153 187 527 943 121 108 844 420 351 783 107
internal_count=2324 2085 441 311 1644 1591 241 1470 130 239 153 187 527 943 121 108 844 420 351 783 107
is_linear=0
shrinkage=0.0032998


Tree=5880
num_leaves=27
num_cat=0
split_feature=1 1456 43 52 52 1455 150 12 12 43 1 133 47 12 16 16 43 52 16 133 1210 1 16 12 52 43
split_gain=0.523127 0.364087 0.363135 0.401274 0.476864 0.313475 0.265223 0.240141 0.358 0.200163 0.18483 0.171132 0.14394 0.128822 0.176777 0.127464 0.125535 0.122219 0.144977 0.121126 0.0998509 0.0767835 0.0679869 0.0530653 0.052377 0.0520357
threshold=0.088315000000000018 -0.00059999999999999995 0.0047850000000000011 -0.41304999999999997 -0.15824499999999997 0.083760000000000015 0.10389500000000002 0.091445000000000012 0.093595000000000025 -0.015804999999999996 0.10574000000000001 -0.085989999999999983 0.081320000000000017 0.088465000000000002 -0.077734999999999985 -0.088734999999999994 -0.073574999999999988 0.084105000000000013 -0.073494999999999991 0.082925000000000013 -0.063274999999999984 0.10892500000000001 -0.086219999999999977 0.093765000000000015 -0.14816999999999997 -0.043589999999999997
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 23 -5 7 9 11 -9 16 -11 15 13 20 -15 -1 -6 24 -19 -7 -13 -4 -22 -3 -10 -26
right_child=1 2 21 4 6 19 -8 8 17 10 -12 12 -14 14 -16 -17 -18 18 -20 -21 22 -23 -24 -25 25 -27
leaf_value=0.011407030936638181 0.017276133765642427 0.01497751172406268 0.0073671237246554899 -0.014997283784332788 0.00060192710947465161 -0.0057731314747120092 0.0099673765284148015 -0.0036967661247976663 0.0094210242629890646 0.0018443898320691591 -0.008015403797545893 0.016754423338053211 0.020007836022204496 0.010768077659383396 0.023966105401550905 0.0020075551741502973 0.0083489457176325645 0.017140649561324842 0.0070780069999753841 0.0057132779918708824 0.0060207731058006158 0.016111022834620077 0.010738448886343054 0.0074135620582569915 9.3788466069000807e-05 0.0073053553312774312
leaf_weight=75 53 52 59 55 209 52 87 82 66 92 129 63 63 66 52 91 83 80 84 52 117 57 356 56 62 53
leaf_count=75 53 52 59 55 209 52 87 82 66 92 129 63 63 66 52 91 83 80 84 52 117 57 356 56 62 53
internal_value=0 0.00372335 0.00290414 0.0015677 0 0.00886322 0.00137536 0.00956924 0.00628301 -7.82616e-05 -0.00390275 0.0111564 0.0122863 0.0115397 0.0165994 0.00626513 0.00281014 0.00866022 0.0119976 -1.26519e-05 0.0104225 0.0116792 0.0095753 0.0110721 0.00562641 0.003433
internal_weight=0 932 879 763 655 1414 600 1310 427 513 221 883 717 654 118 166 292 345 164 104 536 116 473 108 181 115
internal_count=2346 932 879 763 655 1414 600 1310 427 513 221 883 717 654 118 166 292 345 164 104 536 116 473 108 181 115
is_linear=0
shrinkage=0.16829


Tree=5881
num_leaves=12
num_cat=0
split_feature=31 13 49 1203 3 132 132 13 3 3 399
split_gain=0.296782 0.217409 0.217993 0.149134 0.141909 0.131287 0.18102 0.152049 0.249345 0.159881 0.111338
threshold=-0.019269999999999999 0.23904000000000003 -0.15378499999999998 0.089005000000000015 0.20828500000000003 -0.0061899999999999993 -0.084829999999999989 0.034905000000000012 -0.14906999999999998 -0.23303499999999996 0.08579500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 10 8 -7 -9 -4
right_child=1 -3 3 -5 -6 7 -8 9 -10 -11 -12
leaf_value=-0.0059923101773208488 0.016515646730812503 -0.0020621609593208809 0.012794762710344035 -0.002071245767273596 -1.6934158322714721e-05 0.017263620145323406 0.019200582305917077 0.0082289510464449104 0.0062735894580660222 -0.001753484144658407 0.0029496282479973624
leaf_weight=60 58 91 61 62 96 61 53 70 1534 129 71
leaf_count=60 58 91 61 62 96 61 53 70 1534 129 71
internal_value=0 0.00598335 0.00631771 0.00604009 0.00628332 0.00658985 0.010871 0.00614738 0.00669502 0.0017489 0.00751288
internal_weight=0 2286 2195 2137 2075 1979 185 1794 1595 199 132
internal_count=2346 2286 2195 2137 2075 1979 185 1794 1595 199 132
is_linear=0
shrinkage=0.16829


Tree=5882
num_leaves=16
num_cat=0
split_feature=10 41 1 1456 50 42 48 3 2 3 2 12 1454 43 16
split_gain=0.912669 0.197559 0.194103 0.214244 0.179 0.279017 0.183927 0.244923 0.21449 0.158577 0.141202 0.295257 0.115118 0.0772666 0.0656251
threshold=-0.090429999999999996 0.07831500000000001 0.086920000000000011 -0.00059999999999999995 0.093975000000000017 0.085495000000000015 -0.065224999999999991 -0.12077499999999998 0.08647500000000001 -0.12595999999999999 0.082885000000000014 0.083715000000000026 1.0000000180025095e-35 -0.14886999999999997 -0.0036549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 6 -6 -5 -8 -9 -2 -11 14 13 -13 -12
right_child=1 -3 3 4 5 -7 7 8 -10 10 11 12 -14 -15 -16
leaf_value=-0.015586946837405332 -0.001720664622187638 0.012552192544229264 0.013072696923644416 0.01187675952943546 -0.011245856886698817 0.0038546665599421379 0.010747447627369131 0.0041079613300039437 -0.0027107273805334377 -0.00076637235287205111 0.01708141593420703 0.012419091599321188 -0.00091469585979514489 0.0061486620945955519 0.009627708041078464
leaf_weight=61 67 101 56 66 65 74 88 302 230 68 89 60 62 901 56
leaf_count=61 67 101 56 66 65 74 88 302 230 68 89 60 62 901 56
internal_value=0 0.00526409 0.00492623 0.00299286 0.00230647 -0.0031938 0.00342358 0.00252083 0.00115665 0.00623206 0.00666461 0.00709878 0.00608835 0.00654203 0.0142151
internal_weight=0 2285 2184 881 825 139 686 620 532 1303 1236 1168 1023 961 145
internal_count=2346 2285 2184 881 825 139 686 620 532 1303 1236 1168 1023 961 145
is_linear=0
shrinkage=0.16829


Tree=5883
num_leaves=23
num_cat=0
split_feature=3 123 4 4 15 3 10 15 484 3 16 3 16 42 3 130 156 42 48 16 49 15
split_gain=7.4747 4.91682 2.23114 0.804544 0.776236 0.595467 0.523902 0.491532 0.463442 0.421198 0.999289 0.458541 0.616153 0.367059 0.459972 0.224105 0.223638 0.164098 0.139985 0.124395 0.133414 0.104039
threshold=0.30112000000000005 0.081180000000000016 0.043850000000000007 0.49433000000000005 0.029300000000000003 -0.14443999999999999 -1.0000000180025095e-35 -0.13800499999999996 -0.079429999999999987 -0.097224999999999992 0.25155500000000003 -0.068254999999999982 0.0014300000000000001 0.12011500000000001 -0.064294999999999977 -0.004324999999999999 0.086945000000000008 0.084145000000000011 0.08796000000000001 -0.41863499999999992 0.091325000000000003 -0.045404999999999994
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 2 4 18 8 -6 -3 -8 17 10 -10 16 -13 14 15 -7 -11 -1 19 21 -21 -4
right_child=-2 6 3 -5 5 13 7 -9 9 11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0013494539645718918 8.9874298864916742e-05 0.00021489132789840937 0.0011452380562254891 0.00052834093373496194 0.0015360145866212831 0.0012982948129261194 0.00036263805610859702 0.00078294545103084999 0.00062460620204468674 0.0011798748690493668 0.0011970037467370124 0.00076484073356629368 0.0011444673817172168 0.00089834166504244059 0.001486680637862119 0.0011368575191122218 0.00099146808287570729 0.0011182947063830394 0.00076315498108064862 0.00097711112550220663 0.00079063030776029811 0.00093553219613516842
leaf_weight=63 98 52 52 71 52 117 52 74 85 249 55 112 81 52 53 560 99 79 57 93 82 58
leaf_count=63 98 52 52 71 52 117 52 74 85 249 55 112 81 52 53 560 99 79 57 93 82 58
internal_value=0 0.00102124 0.00106651 0.000849163 0.00112066 0.00119192 0.000494606 0.000609765 0.00104841 0.00101235 0.000849728 0.00105437 0.000924348 0.001169 0.00118823 0.00116481 0.00112638 0.0012211 0.000915664 0.000946042 0.000889933 0.00103499
internal_weight=0 2248 2070 413 1657 834 178 126 823 681 140 541 193 782 730 677 348 142 342 285 175 110
internal_count=2346 2248 2070 413 1657 834 178 126 823 681 140 541 193 782 730 677 348 142 342 285 175 110
is_linear=0
shrinkage=0.0032998


Tree=5884
num_leaves=24
num_cat=0
split_feature=2 15 11 51 15 483 1 1 1 2 1 2 403 50 1212 1 49 403 12 1212 15 15 2
split_gain=0.395408 0.246502 0.358976 0.140598 0.188501 0.197781 0.141075 0.133203 0.337371 0.479559 0.179082 0.148568 0.107348 0.110863 0.113595 0.10003 0.0987988 0.0874989 0.0791721 0.113497 0.0519605 0.102894 0.0464967
threshold=0.17000000000000001 0.0056700000000000006 1.0000000180025095e-35 -0.10101999999999998 -0.0015749999999999998 -0.065184999999999979 0.078340000000000007 0.078015000000000015 0.10374500000000002 0.086165000000000005 0.11230000000000001 0.086315000000000017 -0.121015 0.093975000000000017 0.10167000000000001 0.104035 0.085805000000000006 -0.41331999999999997 0.083785000000000012 -0.009474999999999999 -0.032264999999999995 -0.069929999999999978 0.084635000000000016
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=1 3 12 15 5 -5 -6 11 9 -9 -10 -7 17 14 18 20 -13 22 -14 -20 21 -1 -3
right_child=-2 2 -4 4 6 7 -8 8 10 -11 -12 16 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.012310156725699538 -0.0095554595905017244 0.0012001784267153103 0.02075879395015574 0.012209682590682331 -0.0093958189111602933 0.013150190953640914 0.0014632652413563954 0.0019599540636809163 0.010703930207175737 -0.014955093203746972 0.0020194508088223718 0.0067686197055313617 0.012122336149075836 0.00089475721189534571 0.015087912572607689 0.0014025730345094273 0.0011937419039249606 -0.0031344786310605007 0.011614092620159146 0.0050642966731075873 0.013662428998853043 0.0021041297534914682 0.0077749646799127993
leaf_weight=58 54 53 52 71 57 58 83 132 96 74 227 179 82 69 59 59 183 52 95 367 57 55 74
leaf_count=58 54 53 52 71 57 58 83 132 96 74 227 179 82 69 59 59 183 52 95 367 57 55 74
internal_value=0 0.00500298 0.00716954 0.0035932 0.0028384 0.00363397 -0.0029451 0.00299048 0.0012095 -0.0041076 0.00460616 0.00522939 0.00633706 0.00731411 0.00804568 0.00740881 0.00395534 0.00265902 0.0072786 0.00641501 0.00948275 0.00735852 0.0050453
internal_weight=0 2292 903 1389 1160 1020 140 949 529 206 323 420 851 672 603 229 362 179 544 462 170 113 127
internal_count=2346 2292 903 1389 1160 1020 140 949 529 206 323 420 851 672 603 229 362 179 544 462 170 113 127
is_linear=0
shrinkage=0.16829


Tree=5885
num_leaves=28
num_cat=0
split_feature=1 4 3 12 12 13 4 4 1 4 4 48 4 15 4 484 13 131 1 133 3 1 15 4 15 4 3
split_gain=15.8936 2.70025 2.4182 1.76653 1.1347 0.730234 0.716221 0.546965 0.536971 0.34818 0.301796 0.266815 0.236251 0.423962 0.195385 0.193032 0.156139 0.14607 0.165151 0.131687 0.161845 0.125216 0.19228 0.0992269 0.0956952 0.0942905 0.0635216
threshold=0.10574000000000001 0.41488500000000006 -0.048154999999999996 0.077755000000000005 0.090255000000000016 -0.0049299999999999995 0.056815000000000011 -0.032764999999999996 0.12835000000000002 0.053255000000000004 -0.1075 0.083570000000000019 -0.030434999999999993 -0.088954999999999992 -0.011269999999999997 0.085505000000000012 -0.084854999999999986 0.090690000000000007 0.087840000000000015 -0.013049999999999997 -0.080634999999999984 0.092655000000000015 -0.074054999999999996 0.51326500000000019 0.087720000000000006 -0.010739999999999998 -0.077384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 11 -1 7 -4 -3 10 -6 15 -7 -14 -2 17 -13 18 24 20 -12 22 -21 -10 -5 -17 -11
right_child=1 8 6 4 9 12 -8 -9 23 26 19 16 13 -15 -16 25 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0014322022730281227 0.0019266548683456017 0.0011373811646836446 0.001292300996098515 0.0020588700320989281 0.0016891309319589268 0.0019242315612012823 0.0014782498870515226 0.00084239448890327008 0.0008816845501053702 0.0015901057417083428 0.0021563130045846174 0.0020065271851352116 0.0018858882716588944 0.0014668253444868476 0.0016630707157076104 0.0020856473260918093 0.0017423253481089779 0.0021756685745897269 0.0018462612462382582 0.0020212647251349938 0.001916950144187062 0.0020087297686981185 0.0018080410091252347 0.00067470337111748789 0.0019417481059621144 0.0022977740824639934 0.0017641164260919907
leaf_weight=95 56 81 53 417 77 83 62 68 53 53 52 52 56 52 77 53 53 76 61 61 92 74 247 53 109 52 54
leaf_count=95 56 81 53 417 77 83 62 68 53 53 52 52 56 52 77 53 53 76 61 61 92 74 247 53 109 52 54
internal_value=0 0.00124898 0.00143518 0.00191002 0.00195327 0.00167049 0.00118851 0.00103975 0.000934155 0.00185474 0.001886 0.00203336 0.00178883 0.00168444 0.00177432 0.00205517 0.0018735 0.0020336 0.00201515 0.00191475 0.00200363 0.00188115 0.00185038 0.000778526 0.00203467 0.00219104 0.00167825
internal_weight=0 503 316 1869 1583 286 183 121 187 710 603 873 191 108 133 768 105 663 587 526 144 382 308 106 526 105 107
internal_count=2372 503 316 1869 1583 286 183 121 187 710 603 873 191 108 133 768 105 663 587 526 144 382 308 106 526 105 107
is_linear=0
shrinkage=0.0032998


Tree=5886
num_leaves=19
num_cat=0
split_feature=2 41 1 155 160 160 12 399 2 157 474 157 159 123 15 12 159 2
split_gain=0.668628 0.270613 0.187437 0.16242 0.140452 0.148232 0.135626 0.169517 0.151865 0.174682 0.151567 0.135503 0.225385 0.153276 0.221161 0.0910108 0.122808 0.0969428
threshold=0.16730000000000003 0.079300000000000009 0.10141500000000002 0.10158500000000002 0.060610000000000004 0.0039250000000000005 0.087905000000000025 0.088190000000000018 0.081460000000000019 -0.084764999999999993 0.085500000000000007 -0.06457499999999998 0.077610000000000012 0.086620000000000016 -0.094124999999999986 0.086455000000000018 0.012830000000000003 0.088135000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 6 8 10 -1 -10 -8 -4 13 14 -13 17 -17 -6
right_child=-2 -3 3 -5 15 -7 7 -9 9 -11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=0.015946970774107672 -0.012491500021284583 -0.0021996760547737817 -0.0043999159965230749 0.012227670651660055 0.0096867386183642316 -0.0017571271014074059 0.0044225189082116277 0.014062641877962065 0.016050237628647202 0.0070135881134497187 0.013635818090026171 -0.0057538469516147687 0.01184334395451917 0.0092750602650119255 0.0044838004765577798 0.0030346126065537806 0.013884208980849345 0.019041652999854081
leaf_weight=83 54 98 62 60 62 52 663 66 70 471 55 106 83 64 137 65 55 66
leaf_count=83 54 98 62 60 62 52 663 66 70 471 55 106 83 64 137 65 55 66
internal_value=0 0.00644091 0.00682315 0.00399148 0.00767094 0.00703874 0.00736487 0.00588498 0.00922133 0.00818616 0.00513078 0.0028942 0.00405839 0.00194781 1.0602e-05 0.0113855 0.00802232 0.0145244
internal_weight=0 2318 2220 512 1708 1460 1408 784 624 541 718 452 390 307 243 248 120 128
internal_count=2372 2318 2220 512 1708 1460 1408 784 624 541 718 452 390 307 243 248 120 128
is_linear=0
shrinkage=0.16829


Tree=5887
num_leaves=14
num_cat=0
split_feature=1 3 403 16 4 156 49 49 12 1 1 16 12
split_gain=0.443334 0.232836 0.479262 0.19792 0.232172 0.147057 0.173607 0.143874 0.102102 0.164306 0.189563 0.18402 0.0751957
threshold=0.14262000000000002 -0.097574999999999981 -0.06835999999999999 -0.0063399999999999993 0.24726500000000004 -0.082819999999999991 0.13087000000000001 0.11151500000000002 -0.094939999999999983 0.10574000000000001 0.10019500000000002 -0.41863499999999992 0.093270000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 7 8 -7 10 -10 -11 -5
right_child=-2 5 3 12 -6 6 -8 -9 9 11 -12 -13 -14
leaf_value=-0.013271397316657128 -0.0070740095612942845 0.014463248593501305 0.013247583086625759 0.0035562807758215457 -0.00063247607788708186 0.012514977031992301 -0.0015064988462772432 0.01365009971219317 0.0060081725571743483 0.0099090861077639914 0.016290803099671028 -0.00084397981969915623 -0.0038325115618427102
leaf_weight=53 83 59 98 78 52 65 85 72 1347 59 53 190 78
leaf_count=53 83 59 98 78 52 65 85 72 1347 59 53 190 78
internal_value=0 0.00543744 0.00149541 0.00405893 0.00842385 0.00616977 0.00590728 0.00626113 0.00594969 0.00568981 0.00639873 0.00169672 -0.000126599
internal_weight=0 2289 359 306 150 1930 1871 1786 1714 1649 1400 249 156
internal_count=2372 2289 359 306 150 1930 1871 1786 1714 1649 1400 249 156
is_linear=0
shrinkage=0.16829


Tree=5888
num_leaves=21
num_cat=0
split_feature=1 52 1 12 123 12 13 3 0 3 0 150 15 12 1210 0 0 15 15 13
split_gain=16.0888 3.53492 2.18522 1.34731 1.0149 0.80949 0.576305 0.499795 0.546473 0.401325 0.399602 0.304435 0.298841 0.290605 0.285332 0.185102 0.100704 0.0906095 0.235889 0.149942
threshold=0.10342000000000001 -0.41304999999999997 0.13554500000000003 0.088395000000000015 0.080635000000000012 0.090345000000000023 0.059130000000000009 0.094285000000000008 -0.14989499999999997 0.30112000000000005 -0.10891999999999999 0.086845000000000019 -0.12291999999999999 0.084055000000000005 -0.064344999999999999 0.040035000000000008 -0.061654999999999995 -0.033689999999999991 -0.073404999999999984 0.055020000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 5 6 7 8 -1 -4 -10 12 -3 -12 -7 16 17 18 -16 -19
right_child=1 2 9 -5 -6 14 -8 -9 10 -11 13 -13 -14 -15 15 -17 -18 19 -20 -21
leaf_value=0.0017648446090754919 0.0014495842678643271 0.00058615317400124848 0.00043692635186329422 0.0010952631062633536 0.00094977792819144315 0.0010662341560558773 0.0011444530880113349 0.0011726082344044497 0.0011792928346258183 7.4423731716335176e-05 0.0015993852177881818 0.00046171734151942613 0.00086294338804103737 0.0014477660601504192 0.0013517339285853377 0.0011290853955198323 0.0014751744402979933 0.0013979931145863388 0.0011090535277104821 0.0012204420553909702
leaf_weight=72 66 91 77 101 59 53 65 60 52 59 182 73 82 650 127 52 58 253 70 70
leaf_count=72 66 91 77 101 59 53 65 60 52 59 182 73 82 650 127 52 58 253 70 70
internal_value=0 0.000732872 0.000634863 0.000773873 0.00137739 0.00139167 0.00144815 0.00146754 0.00148602 0.000279923 0.00146327 0.000641777 0.000717552 0.00148098 0.00130223 0.00132203 0.00133932 0.0013241 0.00126568 0.00135962
internal_weight=0 549 483 347 1823 1764 1081 1016 956 136 884 246 173 832 683 630 578 520 197 323
internal_count=2372 549 483 347 1823 1764 1081 1016 956 136 884 246 173 832 683 630 578 520 197 323
is_linear=0
shrinkage=0.0032998


Tree=5889
num_leaves=11
num_cat=0
split_feature=2 41 43 11 16 49 482 1 2 1429
split_gain=0.447984 0.184886 0.492683 0.15794 0.234177 0.151291 0.139523 0.244346 0.15246 0.107155
threshold=0.16730000000000003 0.077565000000000009 -0.0045949999999999993 1.0000000180025095e-35 0.4044600000000001 0.15093000000000004 0.097035000000000024 0.13554500000000003 0.13194500000000003 0.087865000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 8 9 -1
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=0.0057470545286085126 -0.010043246838660617 -0.012065576086478983 0.0098665785795684895 0.018575261017943916 0.0034550082939546847 -0.0027820644009642122 0.012436210964965061 -0.0036219400151981411 0.0140308841965135 -0.0019800653075342789
leaf_weight=1744 54 58 58 65 53 61 84 81 62 52
leaf_count=1744 54 58 58 65 53 61 84 81 62 52
internal_value=0 0.00545131 -0.00108401 0.0057964 0.0117992 0.00545565 0.00570493 0.0054124 0.00580722 0.00552233
internal_weight=0 2318 116 2202 118 2084 2023 1939 1858 1796
internal_count=2372 2318 116 2202 118 2084 2023 1939 1858 1796
is_linear=0
shrinkage=0.16829


Tree=5890
num_leaves=20
num_cat=0
split_feature=4 12 150 13 2 4 14 16 16 11 11 2 4 12 49 157 12 4 51
split_gain=25.3691 6.02314 3.03558 2.37575 2.00998 1.21953 0.908285 1.20217 0.588993 0.55324 0.52841 0.492231 0.427382 0.29111 0.268376 0.178624 0.281078 0.129519 0.0809752
threshold=0.30163500000000004 0.054520000000000006 0.091105000000000005 -1.0000000180025095e-35 0.12454500000000002 -0.0030749999999999996 -0.44847999999999993 -0.4714549999999999 0.16984500000000002 0.080150000000000013 1.0000000180025095e-35 0.11756000000000001 -0.030434999999999993 0.093270000000000006 -0.078459999999999988 -0.0021849999999999994 0.08870500000000002 -0.0041799999999999988 -0.21717499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 -2 11 10 13 14 -8 -5 -10 -3 16 -16 -17 -15
right_child=6 4 -4 12 -6 -7 7 -9 9 -11 -12 -13 -14 18 15 17 -18 -19 -20
leaf_value=0.0002317794523930766 0.00028114253859495126 0.0009472761812949678 -3.908045667436423e-05 0.0011689875844391906 0.00049682622553229544 0.00082034631747905065 0.000159883595731809 -0.00060001857079176814 0.0010430791819963467 0.0012463224320086036 0.0014402246637160313 -0.00024042642217087429 0.00086059987538510553 0.00087024783082847047 0.0011605154761275907 0.0011936141725336865 0.0008900790495181462 0.00109826846884603 0.00068047506537816571
leaf_weight=92 54 72 57 103 56 66 70 58 80 66 71 64 96 52 116 826 68 205 52
leaf_count=92 54 72 57 103 56 66 70 58 80 66 71 64 96 52 116 826 68 205 52
internal_value=0 0.00102385 0.00066747 0.00078038 0.00111249 0.000477859 -9.6665e-05 -0.000203107 0.00113391 0.000985788 0.00116116 -3.10464e-05 0.00102039 0.000892143 0.00114573 0.00115747 0.00106076 0.00117469 0.0007757
internal_weight=0 2078 414 357 1664 158 246 192 1608 250 1358 134 199 184 1287 1215 184 1031 104
internal_count=2324 2078 414 357 1664 158 246 192 1608 250 1358 134 199 184 1287 1215 184 1031 104
is_linear=0
shrinkage=0.0032998


Tree=5891
num_leaves=20
num_cat=0
split_feature=1 43 10 1 15 48 15 156 156 43 43 474 39 1 47 156 15 1 15
split_gain=0.290973 0.345791 0.301085 0.369703 0.169088 0.23808 0.213693 0.176021 0.274904 0.189173 0.221805 0.186175 0.178803 0.169963 0.15923 0.137414 0.112058 0.0548007 0.0319182
threshold=0.10752500000000002 0.022635000000000006 -0.011559999999999999 0.12958500000000003 -0.18708499999999997 0.092150000000000024 -0.079359999999999986 0.087380000000000013 0.0010500000000000004 0.065040000000000014 0.16111500000000004 0.085295000000000024 0.085245000000000015 1.0000000180025095e-35 0.10621500000000002 0.091895000000000018 -0.37478999999999996 0.11266500000000002 -0.12640499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 14 -1 7 18 8 9 12 -11 15 13 -6 17 -9 -5 -4 -7
right_child=1 -3 3 16 5 6 -8 11 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.013516483555759205 -0.01282264999605036 0.012523519512343533 -0.0099211572065103313 0.0028765657787277834 0.0054719835412352915 0.005845647338361906 -0.010186029805378943 0.011152661371647752 0.018087821109672952 -0.0085308068294349237 0.0048532566507580865 -0.0060093093206668724 -0.0027608032779873571 0.0098440616791878252 0.0044609136348778694 0.00067731192034825192 0.013677875196708902 -0.0035951446251799709 0
leaf_weight=67 56 58 64 53 792 54 52 55 53 54 100 71 57 372 54 101 57 102 52
leaf_count=67 56 58 64 53 792 54 52 55 53 54 100 71 57 372 54 101 57 102 52
internal_value=0 0.000404557 -0.00141177 0.000519174 0.00519899 0.00489062 -0.00134178 0.0054867 0.00617896 0.00571862 0.000148477 0.00112398 0.00641969 0.00687079 -0.00345804 0.00438206 0.00848994 -0.00604491 0.00297996
internal_weight=0 444 386 330 1880 1813 158 1655 1428 1375 154 227 1221 1164 220 156 110 166 106
internal_count=2324 444 386 330 1880 1813 158 1655 1428 1375 154 227 1221 1164 220 156 110 166 106
is_linear=0
shrinkage=0.16829


Tree=5892
num_leaves=13
num_cat=0
split_feature=132 3 43 15 15 0 39 49 157 1375 157 43
split_gain=0.212357 0.516023 0.291012 0.244601 0.18407 0.200792 0.173754 0.161303 0.161195 0.230857 0.164425 0.116872
threshold=0.097550000000000012 0.31370500000000007 -0.079109999999999986 -0.40312499999999996 -0.14151499999999997 -0.22607999999999998 0.084155000000000021 0.08926000000000002 -0.087424999999999989 -0.07273499999999998 -0.08107499999999998 -0.081729999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 7 -6 -1 -5 11 -10 -11 -7
right_child=2 -3 -4 4 5 8 -8 -9 9 10 -12 -13
leaf_value=0.0020474958285814889 0.0014364289778979675 -0.012628368127649638 0.017340722159949681 0.015410488454418404 -0.0059676760526132123 -0.007633195138467155 -0.010742440097563206 0.0036913551494010531 0.014981467624404471 -0.003400021435589221 0.0043649014446933004 0.002737720527981219
leaf_weight=66 60 57 72 73 60 56 55 62 56 81 1558 68
leaf_count=66 60 57 72 73 60 56 55 62 56 81 1558 68
internal_value=0 0.00316744 0.0101251 0.00359 0.00403195 0.00359922 -0.00375126 0.0100417 0.00391577 0.00434459 0.00398006 -0.00193143
internal_weight=0 2192 132 2135 2014 1879 121 135 1819 1695 1639 124
internal_count=2324 2192 132 2135 2014 1879 121 135 1819 1695 1639 124
is_linear=0
shrinkage=0.16829


Tree=5893
num_leaves=11
num_cat=0
split_feature=48 124 11 49 41 484 401 160 1456 0
split_gain=0.181247 0.172955 0.245299 0.260454 0.243229 0.108497 0.134765 0.124581 0.122829 0.0491753
threshold=0.13624500000000003 -0.085309999999999983 0.093970000000000012 0.13302000000000003 0.07831500000000001 -0.085759999999999989 -1.0000000180025095e-35 -0.011514999999999999 -0.15627999999999997 -0.083389999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 -8 -9
right_child=-2 2 -4 -5 -6 6 8 9 -10 -11
leaf_value=-0.0038693847884482073 -0.0068487991858356932 0.014045705070126598 -0.0065982456942014715 0.014307617098191458 0.012139182197981165 0.010420862184074221 0.0093903457254081828 0.0075962538366963978 0.0021348832416001337 0.00059944743513527159
leaf_weight=94 52 52 66 65 88 62 69 57 1661 58
leaf_count=94 52 52 66 65 88 62 69 57 1661 58
internal_value=0 0.00318936 0.00349483 0.00381109 0.00347691 0.00308687 0.00270294 0.00719595 0.0024253 0.00408305
internal_weight=0 2272 2178 2112 2047 1959 1792 167 1730 115
internal_count=2324 2272 2178 2112 2047 1959 1792 167 1730 115
is_linear=0
shrinkage=0.16829


Tree=5894
num_leaves=14
num_cat=0
split_feature=160 4 12 13 12 160 160 3 3 3 12 130 4
split_gain=0.159892 0.16382 0.295749 0.269405 0.360337 0.160469 0.128648 0.143666 0.168231 0.165734 0.269425 0.138136 0.0337769
threshold=0.11405000000000001 0.26900000000000007 0.093670000000000017 -0.11122999999999998 -0.079584999999999989 0.38291500000000006 0.091625000000000026 0.12745000000000004 0.09722500000000002 -0.0035149999999999995 -0.08780499999999998 -0.0034949999999999994 -9.4999999999999992e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -2 7 8 9 10 -1 -12 -11
right_child=5 2 -4 4 -6 -7 -8 -9 -10 12 11 -13 -14
leaf_value=-0.0077861951341443615 -0.010458036363195245 0.011125782389958554 -0.012497559584687928 -0.012470157703803383 0.0040772858207269802 0.002281569168445382 0.0096963483379323041 0.010011542337190978 -0.0067090389160549364 0.0063638485210489419 0.0074180231181348718 0.002451858561001568 0.01250734197016359
leaf_weight=68 53 61 52 59 101 59 86 80 52 52 180 1368 53
leaf_count=68 53 61 52 59 101 59 86 80 52 52 180 1368 53
internal_value=0 0.00278026 -0.0010745 0.00160516 -0.00201336 -0.00373095 0.00332391 0.00302719 0.00271103 0.0029967 0.00257421 0.00303048 0.00948196
internal_weight=0 2212 273 221 160 112 1939 1853 1773 1721 1616 1548 105
internal_count=2324 2212 273 221 160 112 1939 1853 1773 1721 1616 1548 105
is_linear=0
shrinkage=0.16829


Tree=5895
num_leaves=21
num_cat=0
split_feature=4 39 4 2 4 13 11 11 2 2 42 49 51 51 4 4 474 403 43 2
split_gain=14.2267 3.88603 2.52251 2.59225 1.55673 1.35889 1.07013 0.708935 0.577025 0.522102 0.490885 0.408285 0.674919 0.530463 0.349534 0.577913 0.338424 0.330267 0.242877 0.159886
threshold=0.30163500000000004 0.082470000000000016 -0.033449999999999987 0.10364000000000001 0.054560000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.085630000000000026 0.10124000000000001 0.11123500000000001 0.083925000000000013 0.082865000000000008 -0.088764999999999983 0.084400000000000017 -0.49013999999999996 -0.099704999999999974 0.086515000000000009 -0.52017999999999986 -0.082219999999999988 0.09036000000000001
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 2 6 11 -5 10 9 -8 -3 14 -2 12 -4 16 -1 -16 -14 -17 -13 -20
right_child=5 8 3 4 -6 -7 7 -9 -10 -11 -12 18 13 -15 15 17 -18 -19 19 -21
leaf_value=0.001780668862029494 0.00012167599693716158 0.0010597941732753712 0.00097193178524344285 0.0006552687124247793 0.0012643953453273166 0.00082776630518436147 0.0021221641923250484 0.0015871209914568149 0.0006643877537174628 0.0012523209919504605 0.00051479371728017931 0.0016677834769113801 0.001487880888384311 0.0011323636639757925 0.0012088272653857735 0.0013355501396588932 0.0012228574779359789 0.0015534515064959164 0.0015232917282877109 0.0013041831112558366
leaf_weight=54 68 103 52 97 87 100 52 58 67 89 71 69 260 81 68 88 68 687 88 68
leaf_count=54 68 103 52 97 87 100 52 58 67 89 71 69 260 81 68 88 68 687 88 68
internal_value=0 0.00138337 0.00142479 0.00129186 0.000943471 0.00053419 0.00153027 0.00184037 0.000904165 0.00149564 0.000322731 0.00138526 0.00132835 0.00137358 0.00151975 0.00150299 0.00143304 0.00152875 0.0015017 0.00142801
internal_weight=0 2136 1966 870 184 239 1096 110 170 986 139 686 461 409 897 843 328 775 225 156
internal_count=2375 2136 1966 870 184 239 1096 110 170 986 139 686 461 409 897 843 328 775 225 156
is_linear=0
shrinkage=0.0032998


Tree=5896
num_leaves=28
num_cat=0
split_feature=4 147 0 0 13 13 16 0 42 16 16 159 16 0 0 43 43 4 0 0 1212 157 484 4 13 13 0
split_gain=0.344386 0.288045 0.343324 0.253896 0.173955 0.335234 0.234073 0.243473 0.162653 0.161728 0.452926 0.354185 0.195009 0.17874 0.280729 0.154263 0.141588 0.18629 0.130433 0.181045 0.10827 0.0999831 0.0948842 0.0551918 0.036303 0.0189338 0.0181653
threshold=-0.03463999999999999 0.089365000000000014 -0.037794999999999995 -0.099329999999999988 -0.0016149999999999999 -0.009329999999999998 -0.052894999999999991 -0.082784999999999984 -1.0000000180025095e-35 0.066275000000000014 -0.011694999999999999 -0.0041699999999999992 0.26676500000000009 -0.071719999999999992 -0.082234999999999989 -0.011764999999999998 -0.065804999999999989 -0.079554999999999987 -0.071844999999999978 -0.08150499999999998 0.087440000000000004 -0.0048549999999999991 0.084225000000000008 0.082475000000000007 -0.00051499999999999994 -0.049414999999999994 -0.065064999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 18 8 -8 -6 10 13 -12 -11 14 15 -5 24 -18 19 22 -17 -14 -2 -10 -16 -15 -20
right_child=1 -3 -4 9 6 -7 7 -9 23 12 11 -13 21 25 16 20 17 -19 26 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.014508171729510268 0.0012601774488324234 -0.0084631398450011434 -0.0084452803723298574 0.013178277956405089 0.0033621298704221039 -0.011352234379305076 -0.0080024327775251453 0.0072923442121292942 0.018392794490855048 0.01436903866901992 0.001719617166471025 -0.016488110094654063 0.0095019051899518561 0.013822606718117329 0.0078464755321153434 0.0072397526901563109 -0.0094112673101969888 0.0018765654344420526 -0.0053721372558994665 0.011561526062893228 -0.0016612273317051938 0.00072347829132500638 0.0068269321977379128 0.010511286644479806 0.0016795748281905189 0.0091953779477500532 -0.00087545903142725
leaf_weight=79 465 81 84 95 59 54 52 68 52 95 72 52 66 52 56 148 72 97 52 67 52 84 107 52 54 56 52
leaf_count=79 465 81 84 95 59 54 52 68 52 95 72 52 66 52 56 148 72 97 52 67 52 84 107 52 54 56 52
internal_value=0 0.00123647 0.00191299 0.00529661 0.00272029 0.00144466 0.00630645 0.000649636 0.0104599 0.0046025 0.00344775 -0.00590139 0.00839408 0.00515023 0.00396367 0.00758317 0.00013015 -0.00292182 0.00237714 0.00327806 0.00491651 0.00459796 0.00230465 0.0144693 0.00483542 0.0114399 -0.00314107
internal_weight=0 1245 1164 1130 1080 797 283 120 163 1051 806 124 245 682 574 295 279 169 743 639 200 150 572 104 110 108 104
internal_count=2375 1245 1164 1130 1080 797 283 120 163 1051 806 124 245 682 574 295 279 169 743 639 200 150 572 104 110 108 104
is_linear=0
shrinkage=0.16829


Tree=5897
num_leaves=20
num_cat=0
split_feature=1 3 4 3 3 1 151 2 3 3 157 52 1 484 52 1 4 43 52
split_gain=11.8041 3.27432 0.920122 0.8387 1.75958 0.606001 0.916467 0.548425 0.412945 0.365325 0.512774 0.470048 0.307183 0.288882 0.284195 0.23329 0.230426 0.205488 0.185643
threshold=0.104035 -0.036004999999999988 -0.00059999999999999995 0.085315000000000016 0.30112000000000005 0.093505000000000019 -1.0000000180025095e-35 0.12454500000000002 0.092330000000000009 -0.053499999999999992 -0.082259999999999986 -0.048309999999999992 0.12719000000000003 0.079595000000000013 -1.0000000180025095e-35 0.096515000000000004 0.36766000000000004 -0.07520499999999998 -0.015069999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 12 -5 7 -7 8 9 10 18 17 -3 -13 -11 -8 -4 -12 -1
right_child=1 3 16 4 -6 6 15 -9 -10 14 11 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0015451123034975565 0.0012916958748286022 0.00039512831407541332 0.00098093227789735325 0.00093903591594179264 0.00028759243348628884 0.00072458420710649028 0.0010583486053572521 0.00093401145821005605 0.00098813515182070532 0.0013021456400602938 0.0011819284788285125 0.0012635526446357328 7.0309396570660066e-05 0.0014958894532248166 0.0016046284801356408 0.0013174685683966932 0.00067369513243856856 0.00097379671935855154 0.0012999714691098788
leaf_weight=93 78 80 52 90 91 59 68 54 54 73 170 945 53 64 67 92 57 78 57
leaf_count=93 78 80 52 90 91 59 68 54 54 73 170 945 53 64 67 92 57 78 57
internal_value=0 0.000671444 0.00101728 0.000465371 0.000611709 0.00124183 0.00107761 0.00126354 0.00127463 0.00128461 0.00126841 0.00124645 0.000265954 0.00127832 0.00144716 0.00120756 0.00082059 0.00111661 0.00145219
internal_weight=0 501 187 314 181 1874 219 1655 1601 1547 1407 1257 133 1009 140 160 109 248 150
internal_count=2375 501 187 314 181 1874 219 1655 1601 1547 1407 1257 133 1009 140 160 109 248 150
is_linear=0
shrinkage=0.0032998


Tree=5898
num_leaves=19
num_cat=0
split_feature=3 14 12 52 157 3 43 16 16 3 52 1456 12 15 133 12 160 15
split_gain=0.476053 0.152121 0.229689 0.216336 0.260526 0.130634 0.182611 0.268647 0.161268 0.121272 0.131874 0.109602 0.132511 0.147815 0.154881 0.11062 0.0867625 0.0603975
threshold=0.30112000000000005 -0.10708499999999999 0.083825000000000024 0.11110500000000002 -0.078969999999999985 -1.0000000180025095e-35 -0.084454999999999988 -0.090639999999999984 -0.074874999999999983 -0.14906999999999998 -0.10271999999999999 -0.063824999999999979 0.12477500000000001 -0.091734999999999983 0.11524500000000001 0.09283000000000001 -0.020454999999999997 -0.085499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 17 -8 -7 10 -4 16 13 15 -15 -13 -11 -6
right_child=-2 2 9 -5 5 8 7 -9 -10 11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=0.011222049849793874 -0.0082126511117352023 -0.0071089995714833298 0.0044622243217435813 -0.0080379673216145614 0.010581194682406021 0.0022566821207044329 0.0056957485334573231 -0.0085274950074882699 0.012313251762514327 -0.0046038426303117025 0.016020165088112773 0.0030130936267554679 0.012946234754491219 0.0061396277725206654 0.0010832365921042348 -0.0059274120844724975 0.0037453340122306027 0.0025296189135781714
leaf_weight=80 94 75 58 68 53 95 65 89 87 65 55 113 55 920 212 60 77 54
leaf_count=80 94 75 58 68 53 95 65 89 87 65 55 113 55 920 212 60 77 54
internal_value=0 0.00400217 0.00373893 0.000881155 0.00205547 0.00361108 0.00118956 -0.00251251 0.00707382 0.00477475 0.0101037 0.00437265 0.00483719 0.00449405 0.00519426 -7.7275e-05 -6.38202e-05 0.00653457
internal_weight=0 2281 2201 586 518 443 261 154 182 1615 113 1502 1360 1305 1132 173 142 107
internal_count=2375 2281 2201 586 518 443 261 154 182 1615 113 1502 1360 1305 1132 173 142 107
is_linear=0
shrinkage=0.16829


Tree=5899
num_leaves=21
num_cat=0
split_feature=1 3 4 123 3 3 13 4 159 4 158 42 3 133 3 133 4 42 42 13
split_gain=8.23357 2.33533 0.76946 0.632843 0.588436 0.875557 0.767778 0.397125 0.300884 0.27547 0.273766 0.249938 0.32029 0.303481 0.264757 0.324676 0.172564 0.109097 0.0404519 0.0107058
threshold=0.10491000000000002 -0.036004999999999988 -0.00059999999999999995 1.0000000180025095e-35 0.085315000000000016 0.30112000000000005 -0.057284999999999996 0.005935000000000001 -1.0000000180025095e-35 -0.49269499999999994 0.080150000000000013 -0.14666499999999996 -0.097224999999999992 0.008405000000000001 0.086245000000000016 0.087985000000000022 0.36766000000000004 1.0000000180025095e-35 -0.052924999999999993 0.078685000000000019
decision_type=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 7 6 -6 -3 9 -9 -1 17 -11 13 19 15 -14 -4 18 -10 -13
right_child=1 4 16 -5 5 -7 -8 8 10 11 -12 12 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0011874257669033544 0.0010524099822514911 0.00043281254819642351 0.00075400955736926374 0.00068102515838812426 0.00069003263780130866 0.00022350733690337877 -7.227031898883739e-05 0.0010939372951455097 0.00075703555392104801 0.0012192870250023998 0.0010101632983215974 0.00079062160158289237 0.0010590386667905561 0.0010551198233077139 0.00077927502641979914 0.00093430718583612773 0.00048699484509392684 0.00065905783714281612 0.00089034926338699485 0.00071102584719416476
leaf_weight=96 75 60 52 75 85 91 72 61 52 57 70 53 803 55 52 326 56 69 61 54
leaf_count=96 75 60 52 75 85 91 72 61 52 57 70 53 803 55 52 326 56 69 61 54
internal_value=0 0.000499611 0.00079498 0.000979546 0.000324002 0.000449018 0.000157046 0.000991903 0.000884136 0.00101443 0.000833211 0.00100254 0.000993314 0.000854323 0.00101235 0.00102305 0.000615884 0.000764959 0.000829313 0.000750781
internal_weight=0 491 183 1884 308 176 132 1809 313 1496 252 1400 1343 162 1181 1129 108 182 113 107
internal_count=2375 491 183 1884 308 176 132 1809 313 1496 252 1400 1343 162 1181 1129 108 182 113 107
is_linear=0
shrinkage=0.0032998


Tree=5900
num_leaves=24
num_cat=0
split_feature=1 52 2 52 2 47 12 12 15 15 15 4 16 12 16 12 403 12 4 4 457 16 4
split_gain=16.0408 3.971 2.61317 1.95627 1.69767 1.02015 0.832628 0.834269 0.496744 0.291462 0.322736 0.231893 0.230069 0.215707 0.293305 0.278072 0.280707 0.21052 0.231454 0.169161 0.128213 0.121204 0.0987818
threshold=0.10141500000000002 -0.42364999999999992 0.14307 0.19121000000000002 0.092155000000000015 0.078345000000000012 0.054520000000000006 0.11628000000000001 -0.036064999999999993 -0.4680149999999999 -0.093124999999999986 -0.00027999999999999998 -0.15323999999999996 0.082165000000000016 -0.019164999999999998 0.083785000000000012 -0.52017999999999986 0.090135000000000007 0.058330000000000007 0.0034000000000000007 -0.085584999999999981 0.38845000000000002 -0.073424999999999976
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 5 12 8 11 17 9 -3 -11 -6 -1 14 -14 -15 -17 -8 21 20 -18 22 -19
right_child=1 2 -4 -5 6 -7 7 -9 -10 10 -12 -13 13 15 -16 16 19 18 -20 -21 -22 -23 -24
leaf_value=0.0010673213834235379 0.0012822430332986418 0.00048562444089434315 -3.6064007052809494e-05 0.0011605446311833826 0.00094225185607373508 0.00078389021423006921 0.0013229556366107366 0.00075154102939535171 0.0006353175525846157 6.4905673735976815e-05 0.00038326145226831175 0.00066260866200238777 0.00096436216071432853 0.0015193481064807648 0.0012741648625189655 0.001073978875425507 0.0014590732125072717 0.0012537553076132292 0.00093357122920106623 0.0011058875787397012 0.0012929168532770491 0.0013178613846514633 0.0010873889908600679
leaf_weight=65 72 62 96 53 72 90 79 61 62 75 65 61 57 56 85 71 58 58 56 52 762 52 149
leaf_count=65 72 62 96 53 72 90 79 61 62 75 65 61 57 56 85 71 58 58 56 52 762 52 149
internal_value=0 0.00055717 0.000453312 0.000568829 0.00119064 0.000480139 0.00104492 0.00111227 0.000376455 0.000296827 0.000212965 0.000814259 0.00126166 0.0012727 0.00115006 0.0012901 0.00127645 0.00116803 0.00112906 0.0012929 0.00130471 0.00117119 0.00113417
internal_weight=0 575 503 407 1794 354 588 455 264 202 140 133 1206 1141 142 999 943 394 315 872 820 259 207
internal_count=2369 575 503 407 1794 354 588 455 264 202 140 133 1206 1141 142 999 943 394 315 872 820 259 207
is_linear=0
shrinkage=0.0032998


Tree=5901
num_leaves=19
num_cat=0
split_feature=1452 2 4 14 52 123 4 16 3 403 3 52 133 16 16 16 52 15
split_gain=0.215828 0.204375 0.45755 0.202306 0.199665 0.167005 0.179754 0.318179 0.243521 0.183452 0.18447 0.158567 0.134559 0.205007 0.283657 0.16424 0.0949837 0.0934551
threshold=0.093985000000000013 0.10272000000000002 0.51286500000000013 -0.072219999999999993 -0.53937999999999986 0.085215000000000013 -0.13833499999999996 0.066275000000000014 -0.090624999999999997 -0.52017999999999986 0.092330000000000009 -0.080429999999999988 -0.085249999999999979 0.15737500000000001 -0.036039999999999996 -0.082559999999999981 -0.5335399999999999 -0.037184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -6 11 -10 -11 -8 -5 14 15 -14 -15 -13
right_child=-2 2 -4 12 5 -7 8 -9 9 10 -12 17 13 16 -16 -17 -18 -19
leaf_value=0.015369605806664929 -0.0053260356181037641 0.012897748708205356 -0.012345644912575207 0.010268763634393959 -0.0094748440215687308 0.014281155443766604 0.017542976936085943 0.0074380181998067035 -0.0033202365574804536 0.0057323016819053269 -0.0045110863040829169 0.0018101286569140135 -0.0004977485349184741 0.002505457742705402 -0.0098042826021189425 0.010396781728026928 0.011542342354654957 0.010163308357556477
leaf_weight=61 59 61 55 57 62 60 66 64 75 1080 52 52 158 67 76 52 66 146
leaf_count=61 59 61 55 57 62 60 66 64 75 1080 52 52 158 67 76 52 66 146
internal_value=0 0.0049674 0.00226586 0.00376573 0.00589726 0.00554747 0.00521821 -0.000869925 0.00574092 0.00472552 0.00526017 0.0103765 0.00259168 0.00154301 -0.00098999 0.00219139 0.00700344 0.00797862
internal_weight=0 2310 592 537 1718 1657 1597 126 1471 1207 1132 264 476 419 286 210 133 198
internal_count=2369 2310 592 537 1718 1657 1597 126 1471 1207 1132 264 476 419 286 210 133 198
is_linear=0
shrinkage=0.16829


Tree=5902
num_leaves=15
num_cat=0
split_feature=45 10 1452 376 2 474 474 133 4 42 2 52 150 13
split_gain=0.306508 0.269696 0.20802 0.20943 0.144744 0.17606 0.138486 0.164128 0.138367 0.132964 0.128629 0.153287 0.141158 0.0696225
threshold=1.0000000180025095e-35 -0.092019999999999977 0.081315000000000012 0.086445000000000008 0.087525000000000006 0.096510000000000012 0.085295000000000024 0.024130000000000002 -0.053824999999999991 0.083725000000000008 0.11827500000000002 0.0029250000000000005 0.08926000000000002 -0.08131999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 10 7 8 -3 -9 12 -12 -6 -4
right_child=-2 2 13 -5 5 -7 -8 9 -10 -11 11 -13 -14 -15
leaf_value=-0.0082282602314797011 0.016581575095361675 0.0060950435609852145 0.00095941733407822662 -0.006160645093295127 0.0036726243175736698 -0.0052016357988198154 -0.00045145919378337333 -0.00066661719250028209 0.011289306463830964 0.0065055451132913491 0.01104973737952622 0.00015431610322133365 -0.0030698894884441572 -0.0074458194663855441
leaf_weight=53 53 357 56 53 769 66 85 129 248 168 126 52 99 55
leaf_count=53 53 357 56 53 769 66 85 129 248 168 126 52 99 55
internal_value=0 0.00362753 0.00390599 0.00427279 0.00453709 0.00321701 0.00602254 0.0066346 0.00822723 0.00338431 0.00374992 0.0078769 0.00290154 -0.00318915
internal_weight=0 2316 2263 2152 2099 1112 987 902 605 297 1046 178 868 111
internal_count=2369 2316 2263 2152 2099 1112 987 902 605 297 1046 178 868 111
is_linear=0
shrinkage=0.16829


Tree=5903
num_leaves=16
num_cat=0
split_feature=15 3 12 2 0 42 13 150 3 2 3 15 15 2 13
split_gain=6.69727 3.80259 1.68198 0.910809 0.80766 0.725971 0.55959 0.458333 0.322197 0.425966 0.409732 0.284988 0.195966 0.192948 0.159647
threshold=-0.25061999999999995 0.11372500000000001 -0.010219999999999998 0.11982500000000001 -0.10946999999999998 -0.0060199999999999993 -0.013359999999999999 0.10980500000000001 0.06269000000000001 0.10161500000000002 -0.11327499999999999 -0.06784999999999998 -1.0000000180025095e-35 0.12708000000000003 -0.011834999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 7 -3 -2 13 8 9 10 -4 -11 -10 -1 -7
right_child=1 4 3 -5 -6 14 -8 -9 12 11 -12 -13 -14 -15 -16
leaf_value=0.00038285049611427624 0.0010521834169489972 0.00026670197415843105 0.001326960790170504 0.0007841324295953351 0.00080589785245529036 0.00074092203311186967 0.00061066209420189161 0.00084048791795442287 0.0011544425816196139 0.00081520375508840307 0.0011312631313469743 0.0010753398766758322 0.0014287095470982289 0.00010270673019765671 0.00049625406530984977
leaf_weight=55 73 73 131 87 52 68 80 58 53 70 1254 142 67 53 53
leaf_count=55 73 73 131 87 52 68 80 58 53 70 1254 142 67 53 53
internal_value=0 0.0010506 0.00108459 0.0011151 0.000491289 0.000791567 0.00040119 0.00113131 0.00114111 0.00112856 0.0011498 0.000989612 0.00130787 0.000245699 0.000634045
internal_weight=0 2181 2056 1862 125 194 188 1775 1717 1597 1385 212 120 108 121
internal_count=2369 2181 2056 1862 125 194 188 1775 1717 1597 1385 212 120 108 121
is_linear=0
shrinkage=0.0032998


Tree=5904
num_leaves=18
num_cat=0
split_feature=4 3 376 2 2 16 16 3 156 3 15 132 16 2 15 16 4
split_gain=7.06287 2.87787 1.53954 1.12398 0.683672 0.521629 1.53474 0.399514 0.292811 0.228022 0.159659 0.158524 0.432208 0.144436 0.123562 0.106494 0.0425578
threshold=0.30163500000000004 0.20828500000000003 0.048375000000000008 0.13971500000000001 0.099675000000000014 -0.015159999999999998 0.15050500000000003 -0.14162499999999997 1.0000000180025095e-35 0.092330000000000009 -0.077134999999999995 0.082230000000000011 -0.076489999999999989 0.11517500000000001 0.097545000000000007 0.51148500000000008 0.50230500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 7 10 -7 -1 15 11 -6 14 -13 16 -9 -8 -2
right_child=3 -3 -4 -5 5 6 8 9 -10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0012868095579021881 0.00068300410365898501 0.0002755779296488967 0.00057703581255062221 1.9256695800142512e-05 0.00094309026407505289 0.00035150630059904904 0.0007833132167094581 0.0010831860047018388 0.0011528764285538568 0.00085629789427751793 0.0011426337528813201 0.0011530804814696319 0.00075219256890753366 0.00042553495334640468 0.00096383618579550716 0.00098450184527363433 0.00054406514641110626
leaf_weight=86 53 59 84 62 85 59 70 1177 61 63 98 57 62 79 109 53 52
leaf_count=86 53 59 84 62 85 59 70 1177 61 63 98 57 62 79 109 53 52
internal_value=0 0.000994982 0.00101553 0.000404095 0.00103411 0.000916413 0.000815558 0.00106636 0.000964165 0.00105342 0.00105014 0.00106223 0.000944511 0.000533578 0.0010731 0.000870291 0.000614532
internal_weight=0 2123 2064 246 1980 426 243 1554 184 1468 183 1405 119 184 1286 123 105
internal_count=2369 2123 2064 246 1980 426 243 1554 184 1468 183 1405 119 184 1286 123 105
is_linear=0
shrinkage=0.0032998


Tree=5905
num_leaves=22
num_cat=0
split_feature=4 3 4 3 2 42 43 42 2 11 3 4 2 160 4 39 15 12 1212 16 15
split_gain=9.17408 4.16812 1.50027 1.20307 0.739504 0.705492 1.0001 0.619452 0.45151 1.3066 0.349305 0.279051 0.259881 0.24724 0.320931 0.228426 0.191447 0.180539 0.205598 0.14361 0.0517442
threshold=0.30163500000000004 -0.058704999999999993 -0.37626499999999991 0.11372500000000001 0.13880500000000004 -0.0043149999999999994 -0.033174999999999989 0.090295000000000014 0.098365000000000022 0.077290000000000011 -0.10175499999999998 -0.013324999999999998 0.091070000000000012 0.23963500000000001 0.032965000000000001 0.086425000000000016 -0.41606999999999994 0.083785000000000012 0.037395000000000005 -0.13644999999999999 -0.070929999999999979
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 8 -3 5 7 -4 15 16 9 13 -10 -12 -8 14 17 -7 -2 -1 -19 -16 -13
right_child=4 2 3 -5 -6 6 12 -9 10 -11 11 20 -14 -15 19 -17 -18 18 -20 -21 -22
leaf_value=0.0012975029130008595 0.00074034483319075422 0.0011639663632541978 0.0010516649616142571 0.00032443661839105044 0.00010725993033428659 0.00061651889335586751 0.0010365898494131692 0.00019835217523193592 0.00085681333299400444 0.0016658374563284068 0.0012453545856262248 0.00091330332199217562 0.00072391314817307534 0.0013665735047857727 0.0010689439847305479 0.00030949370095977366 0.00048531401042031786 0.0011598245914557026 0.0010416790080334528 0.00083286073754024507 0.0010603637991598051
leaf_weight=85 72 92 81 77 71 52 67 52 99 54 84 54 53 52 67 55 60 825 208 52 64
leaf_count=85 72 92 81 77 71 52 67 52 99 54 84 54 53 52 67 55 60 825 208 52 64
internal_value=0 0.00105664 0.000784828 0.000694137 0.000393957 0.000786448 0.000691655 0.000504394 0.00113548 0.00116156 0.00101901 0.00109833 0.000898785 0.0011404 0.00113087 0.000459031 0.000624689 0.00114837 0.00113607 0.000966078 0.000993364
internal_weight=0 2121 477 385 255 308 227 184 1644 1343 301 202 120 1289 1237 107 132 1118 1033 119 118
internal_count=2376 2121 477 385 255 308 227 184 1644 1343 301 202 120 1289 1237 107 132 1118 1033 119 118
is_linear=0
shrinkage=0.0032998


Tree=5906
num_leaves=18
num_cat=0
split_feature=1 41 42 1 1 52 1212 50 480 1454 42 16 51 2 42 52 2
split_gain=0.237339 0.168217 0.166731 0.21178 0.295718 0.271595 0.154845 0.153903 0.21187 0.183128 0.118306 0.095579 0.0947836 0.232105 0.0809355 0.0348458 0.0226005
threshold=0.11869500000000001 0.075585000000000013 -0.082259999999999986 0.10871500000000002 0.10141500000000002 -0.074099999999999985 0.085650000000000018 0.12045500000000002 0.089125000000000024 0.081720000000000015 0.088950000000000015 0.051380000000000002 0.09678500000000001 0.11657500000000001 -0.091904999999999987 -0.067394999999999983 0.14461000000000004
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 7 -5 14 8 9 -4 -3 -6 13 -2 15 -1 -15
right_child=12 10 3 5 11 -7 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 -18
leaf_value=0.0053438015248330056 0.0050101026696931011 0.01753040566804559 0.0051925763095294663 0.020373796020824144 -0.0070894277433700094 0.0052386385838796064 0.0017356612749661164 -0.0039784118269972956 0.014635377714018868 -0.0048029163501587197 0.0063576778380997302 0.0018435474506134939 0.0064264278602947358 -0.0038794958717341095 0.015015970320997414 0.010525180097825491 -0.008753563127511849
leaf_weight=60 90 57 1236 54 79 90 67 53 65 54 52 59 57 53 88 103 59
leaf_count=60 90 57 1236 54 79 90 67 53 65 54 52 59 57 53 88 103 59
internal_value=0 0.0057649 0.00541378 0.00474632 0.00416948 0.0109268 0.00895537 0.00489866 0.00524721 0.00477277 0.0122168 -0.00325724 0.000360407 -0.0013424 0.0108754 0.00862895 -0.00646313
internal_weight=0 2117 2008 1690 1546 144 318 1408 1355 1290 109 138 259 202 251 163 112
internal_count=2376 2117 2008 1690 1546 144 318 1408 1355 1290 109 138 259 202 251 163 112
is_linear=0
shrinkage=0.16829


Tree=5907
num_leaves=26
num_cat=0
split_feature=1 1 12 124 2 2 12 2 52 15 155 133 15 12 1 474 16 49 15 49 159 2 15 15 43
split_gain=13.7753 3.61735 1.49287 1.23648 1.11151 0.663655 0.782388 0.5777 0.440368 0.34425 0.39243 0.36222 0.451122 0.327533 0.304221 0.223431 0.375721 0.426271 0.386981 0.275667 0.29919 0.262886 0.260072 0.213322 0.155282
threshold=0.10335000000000001 0.12450500000000002 0.086085000000000009 -0.080389999999999989 0.092300000000000007 0.13880500000000004 -0.074254999999999988 0.12358500000000001 -0.22243999999999997 0.041820000000000003 0.083165000000000003 0.059605000000000012 -0.026169999999999995 0.09525500000000002 0.10828500000000001 0.085165000000000018 -0.0090499999999999973 0.0065400000000000015 -0.030229999999999996 -0.016329999999999994 -0.021869999999999997 0.08673500000000002 0.087720000000000006 -0.06784999999999998 -0.064074999999999979
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 14 -1 15 6 -3 9 -4 10 11 12 -6 -11 -2 16 17 19 -18 -5 -21 -17 -20 -13 -16
right_child=1 5 8 4 7 -7 -8 -9 -10 13 -12 23 -14 -15 24 21 18 -19 22 20 -22 -23 -24 -25 -26
leaf_value=0.00096599860497705102 0.00063822182410309567 0.00036047930929611436 0.0015235447793449158 0.0012266300661100701 0.0012509760451373474 0.00028418181564729037 0.00091940391768436855 0.00098084119115895096 0.0011401325188028649 0.0016376482474523069 0.0015286309125153706 0.0012380222185981835 0.00087794031355920552 0.0013408217800054821 0.00078549839065896506 0.001203529937722969 0.0014426502954060785 0.0016778000129139322 0.0018392338120162188 0.0012398165454751027 0.0014858030608690695 0.0015100032024896763 0.0015404644382269652 0.0015135116744047772 0.0010185104394549486
leaf_weight=65 57 52 55 60 111 101 58 53 84 73 61 68 53 97 53 64 82 99 91 61 621 62 52 60 83
leaf_count=65 57 52 55 60 111 101 58 53 84 73 61 68 53 97 53 64 82 99 91 61 621 62 52 60 83
internal_value=0 0.000816081 0.00103088 0.00141464 0.00143112 0.00047793 0.000655505 0.00131158 0.0012921 0.00134503 0.00128548 0.00123456 0.00113064 0.00146849 0.000842575 0.00148885 0.00150469 0.0014722 0.00162597 0.00144472 0.00146385 0.00135461 0.00173084 0.00136743 0.000927963
internal_weight=0 543 332 1833 1768 211 110 576 139 523 353 292 164 170 193 1192 1066 841 225 742 682 126 143 128 136
internal_count=2376 543 332 1833 1768 211 110 576 139 523 353 292 164 170 193 1192 1066 841 225 742 682 126 143 128 136
is_linear=0
shrinkage=0.0032998


Tree=5908
num_leaves=20
num_cat=0
split_feature=4 4 132 4 13 13 13 2 1429 0 4 0 2 43 0 15 16 155 2
split_gain=0.356854 0.235652 0.269268 0.161196 0.15623 0.180156 0.158343 0.253285 0.170178 0.143875 0.265968 0.235814 0.296804 0.154807 0.201694 0.159044 0.122583 0.120887 0.078994
threshold=-0.51925499999999991 0.024315000000000003 1.0000000180025095e-35 0.053455000000000009 0.24679500000000001 0.065195000000000017 -0.16392499999999996 0.10699500000000002 0.08401500000000002 -0.11169999999999998 0.51400500000000016 -0.13740499999999997 0.11543000000000002 0.099260000000000015 -0.037224999999999994 -0.091149999999999995 -0.078654999999999989 0.082230000000000011 0.094565000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 -2 8 -8 11 13 12 -5 14 15 -11 -4 -7 -18
right_child=1 3 16 9 -6 17 7 -9 -10 10 -12 -13 -14 -15 -16 -17 18 -19 -20
leaf_value=0.019084741365716688 -0.003489898231135373 -0.0058318746536272087 0.019025590217168875 0.010562742247029362 0.01437789071872473 -0.0040869921609289674 0.0059114601055482129 0.014686931477269217 -0.001462145441973847 0.0076834792569776657 -0.0094287390992670288 0.015904900868655297 -0.0054038521498052635 -0.0052727542030528932 0.013423847402543104 -0.0019626051081744252 0.0048230096671750874 0.0059666240438361034 0.013709897352882196
leaf_weight=52 52 64 54 69 52 97 1100 88 96 85 57 57 63 52 59 112 58 52 57
leaf_count=52 52 64 54 69 52 97 1100 88 96 85 57 57 63 52 59 112 58 52 57
internal_value=0 0.00497516 0.0059957 0.00215502 0.00529258 0.00497323 0.00559238 0.0059616 0.0053181 0.00308094 0.0011235 0.00685167 0.00292871 0.00308218 0.00478629 0.00219029 0.0123797 -0.00056629 0.00924344
internal_weight=0 2324 1706 618 1537 1485 1336 1284 1196 554 365 189 132 308 256 197 169 149 115
internal_count=2376 2324 1706 618 1537 1485 1336 1284 1196 554 365 189 132 308 256 197 169 149 115
is_linear=0
shrinkage=0.16829


Tree=5909
num_leaves=20
num_cat=0
split_feature=1 52 1 12 124 13 12 52 150 1 12 151 12 12 156 150 52 12 42
split_gain=8.72038 2.28339 1.04632 0.998574 0.739566 0.694212 0.483212 0.452448 0.282679 0.250006 0.397626 0.32957 0.352084 0.225529 0.214244 0.191673 0.159411 0.151284 0.106075
threshold=0.10141500000000002 -0.41304999999999997 0.12450500000000002 0.088395000000000015 -0.076779999999999987 -1.0000000180025095e-35 0.11844 -0.080064999999999983 0.10980500000000001 0.076010000000000008 0.079570000000000016 -1.0000000180025095e-35 0.086665000000000006 -0.074254999999999988 0.08618000000000002 1.0000000180025095e-35 -0.10271999999999999 0.082530000000000006 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 -1 13 8 -3 9 10 -6 -11 17 -4 16 -9 -12 -13 -14
right_child=1 2 5 -5 6 -7 -8 15 -10 11 14 12 18 -15 -16 -17 -18 -19 -20
leaf_value=0.00068277726315665714 0.001103536747955592 0.00027469451495195014 0.00027829285365989475 0.00090994244218613413 0.00075752233338806092 0.00058043513053408085 0.00074757466086603603 0.00069900115130052082 0.00081896354154287524 0.00092861626492163915 0.00093668530787956801 0.0012126647732794095 0.001175366265224316 0 0.0012023861062463218 0.00045232765913346123 0.0010580399474890655 0.001428354035269171 0.001032924847355315
leaf_weight=62 77 70 82 89 52 68 56 86 52 75 144 105 102 52 101 59 836 58 150
leaf_count=62 77 70 82 89 52 68 56 86 52 75 144 105 102 52 101 59 836 58 150
internal_value=0 0.00057378 0.000493095 0.000615528 0.00103851 0.000308665 0.00105123 0.000493491 0.00106136 0.00106911 0.00104178 0.00113222 0.00116893 0.00017049 0.00105543 0.000598874 0.00104024 0.00128963 0.00109072
internal_weight=0 583 506 304 1793 202 1731 215 1675 1623 1133 490 415 134 1081 145 980 163 252
internal_count=2376 583 506 304 1793 202 1731 215 1675 1623 1133 490 415 134 1081 145 980 163 252
is_linear=0
shrinkage=0.0032998


Tree=5910
num_leaves=22
num_cat=0
split_feature=2 2 2 0 0 2 11 0 43 2 11 39 1446 1447 132 0 0 133 133 42 133
split_gain=9.85001 4.60414 2.40965 2.4344 1.27472 1.10415 0.770034 0.811162 0.414484 0.404584 0.38885 0.352703 0.29457 0.245366 0.242602 0.214541 0.1996 0.117634 0.0971478 0.167138 0.107634
threshold=0.11891500000000001 -1.0000000180025095e-35 0.099675000000000014 -0.12118 -0.084114999999999981 0.15398500000000001 1.0000000180025095e-35 -0.10946999999999998 0.061400000000000003 0.13574000000000003 0.081790000000000015 0.087735000000000021 0.037915000000000011 -0.084894999999999984 -0.029554999999999994 -0.15135999999999997 -0.14733499999999997 -0.42671999999999993 0.078935000000000019 -0.0015249999999999999 0.097125000000000003
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 11 6 15 -2 9 7 16 12 -6 18 -1 14 -14 -9 -4 -3 -10 19 -5 -20
right_child=4 2 3 10 5 -7 -8 8 17 -11 -12 -13 13 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.00069432116204268355 0.00017138245997339496 0.0010873482810325528 0.00070822974592818044 0.0011378755594242159 0.0010007519126942852 0.0002341311133417388 0.0015793453565040097 0.0014162255907191397 0.0011925404522946674 0.00062557329152056326 0.0013757737476862389 0.00035453000739914985 0.0012750037459371166 0.0015515025989672538 0.0012345377504040108 0.00042774915927615477 0.00081445197989567935 0.0010054601846051392 0.0012443177568270756 0.00088963204312500922 0.0010289724385447311
leaf_weight=89 98 68 58 54 61 52 71 91 70 66 54 54 73 72 906 63 54 87 54 71 54
leaf_count=89 98 68 58 54 61 52 71 91 70 66 54 54 73 72 906 63 54 87 54 71 54
internal_value=0 0.00113773 0.00118072 0.000955626 0.000474403 0.000640106 0.00124225 0.00122538 0.00124964 0.000806055 0.00112125 0.000566255 0.00127168 0.00141254 0.00125116 0.000562486 0.000966847 0.0010891 0.00106211 0.000997155 0.00113697
internal_weight=0 2043 1900 408 277 179 1492 1421 1299 127 287 143 1142 145 997 121 122 157 233 125 108
internal_count=2320 2043 1900 408 277 179 1492 1421 1299 127 287 143 1142 145 997 121 122 157 233 125 108
is_linear=0
shrinkage=0.0032998


Tree=5911
num_leaves=21
num_cat=0
split_feature=4 2 0 2 2 14 16 1447 4 0 4 0 51 0 13 4 1447 52 52 16
split_gain=16.6195 7.81959 3.48073 3.01043 2.34442 1.6337 1.04056 0.822772 0.640885 1.07247 1.88492 0.646728 0.380115 0.358179 0.31631 0.273671 0.268063 0.143446 0.36121 0.0721186
threshold=0.30163500000000004 0.10836000000000003 -0.086984999999999993 0.14234000000000005 -0.0050599999999999994 -0.41790499999999997 -0.48186499999999993 -0.051529999999999992 -0.082184999999999994 -0.11169999999999998 0.029980000000000003 -0.062324999999999998 -0.085764999999999994 -0.087344999999999992 -0.017484999999999997 -0.49432999999999994 -0.085804999999999979 -0.42890999999999996 0.087765000000000024 -0.53870999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 17 -1 -2 19 16 13 10 -10 12 -11 -9 -15 -16 -6 -4 -19 -7
right_child=5 2 3 -5 7 6 -8 8 9 11 -12 -13 -14 14 15 -17 -18 18 -20 -21
leaf_value=0.0014538499522289204 0.0015280473228305802 0.0009553340726833427 0.0020452381994234144 0.001070928550028121 0.0021423128977843043 0.0011639191777583933 0.0005505346116374335 0.0023735399895381715 0.0013790367577626616 0.0022828783050786116 0.0020875883015712025 0.0016861095665068313 0.0020426101923063742 0.001899831746844751 0.0023753763079153692 0.0021058606452789828 0.002399135709459853 0.0016506983415805966 0.0020404446961662455 0.00099510711772173
leaf_weight=71 58 95 69 61 90 55 64 70 78 82 87 53 782 66 54 214 97 54 53 67
leaf_count=71 58 95 69 61 90 55 64 70 78 82 87 53 782 66 54 214 97 54 53 67
internal_value=0 0.0019544 0.00148984 0.00170395 0.00204281 0.00104367 0.000892432 0.00206778 0.00204159 0.00199927 0.00175285 0.00204357 0.00206545 0.00215487 0.00210893 0.0021603 0.00227572 0.00192314 0.00184408 0.0010715
internal_weight=0 2076 332 237 1744 244 186 1673 1486 1082 165 917 864 404 334 268 187 176 107 122
internal_count=2320 2076 332 237 1744 244 186 1673 1486 1082 165 917 864 404 334 268 187 176 107 122
is_linear=0
shrinkage=0.0032998


Tree=5912
num_leaves=20
num_cat=0
split_feature=1 2 2 2 2 0 14 0 15 2 0 52 1429 1446 0 1429 52 16 2
split_gain=21.293 3.40586 2.08042 2.23822 1.96481 1.88314 1.40503 1.36196 0.988385 1.12339 0.687801 0.458381 0.328045 0.317648 0.2847 0.218567 0.12516 0.0872608 0.0826578
threshold=0.10752500000000002 0.11891500000000001 0.099675000000000014 -0.0050599999999999994 -1.0000000180025095e-35 -0.14151499999999997 0.062655000000000016 -0.11912999999999999 -0.41880499999999993 0.14721500000000001 -0.11169999999999998 -0.53454499999999994 0.084895000000000012 0.087455000000000019 -0.026509999999999995 0.08357500000000001 0.11667000000000001 -0.080419999999999978 0.114165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -4 10 -6 -3 -10 -5 -7 13 15 16 -12 17 -13 -19
right_child=1 8 5 6 7 11 -8 -9 9 -11 12 14 -14 -15 -16 -17 -18 18 -20
leaf_value=0.00096288150900903367 0.00057898389910441563 0.00072238923375927749 0.00077006762025337864 0.0013377468426492667 0.00083587561752667826 0.0016618636767278773 0.0021399358212486814 0.0014455890827779299 0.00051828047509699699 -0.00011034750674705874 0.0016091494876917061 0.001480822735855596 0.0018556304638576388 0.001820966648615146 0.0011483594593219627 0.0013925983272932544 0.0015444137814587249 0.0012271600849545611 0.0014128482120369238
leaf_weight=58 83 72 56 99 67 71 56 100 69 56 1045 54 66 77 56 56 63 63 53
leaf_count=58 83 72 56 99 67 71 56 100 69 56 1045 54 66 77 56 56 63 63 53
internal_value=0 0.000738966 0.00154068 0.00159956 0.000994755 0.00133435 0.00162593 0.00120118 0.000414182 0.000236373 0.00160448 0.00142203 0.00162567 0.00161276 0.00136299 0.00159817 0.00141442 0.00136604 0.0013123
internal_weight=0 447 1873 1457 250 416 1399 167 197 125 1343 360 1244 1178 289 1101 233 170 116
internal_count=2320 447 1873 1457 250 416 1399 167 197 125 1343 360 1244 1178 289 1101 233 170 116
is_linear=0
shrinkage=0.0032998


Tree=5913
num_leaves=16
num_cat=0
split_feature=2 15 15 1 133 1456 12 15 15 403 403 402 43 43 4
split_gain=0.368664 0.379413 0.321389 0.576756 0.368531 0.238505 0.196283 0.325162 0.145913 0.141622 0.192673 0.313705 0.180372 0.179958 0.225261
threshold=0.10859000000000001 -0.42075999999999997 -0.42075999999999997 0.13730000000000001 -0.070244999999999988 -0.15824499999999997 0.099550000000000013 -0.026169999999999995 -0.080419999999999978 -0.54045999999999983 -0.23730999999999999 -0.041189999999999997 -0.23919999999999997 -0.11278499999999998 -0.15805499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3 7 8 -6 -7 11 -11 -12 -14 -15
right_child=2 5 3 -5 6 9 -8 -9 -10 10 12 -13 13 14 -16
leaf_value=-0.003975334317550803 0.014402502736272259 0.020650489215933144 -0.0074324062410258095 -0.013939207217404961 0.0038747050116234947 0.018514445574223021 0.013559109373832411 -0.0053560994789319302 0.015306572649234381 0.011854017643237555 0.017636992598789925 -0.0065345639416330772 0.0020002724362515574 0.017037473890145434 0.0093909348214943466
leaf_weight=55 78 60 56 52 68 52 99 65 60 52 84 53 84 120 1282
leaf_count=55 78 60 56 52 68 52 99 65 60 52 84 53 84 120 1282
internal_value=0 0.00976852 0.00451553 0.00258307 0.00505708 0.0101925 0.00745848 0.00431983 0.00924743 0.00982815 0.00955742 0.00255505 0.0100246 0.00959306 0.0100467
internal_weight=0 1842 478 400 348 1787 292 193 128 1727 1675 105 1570 1486 1402
internal_count=2320 1842 478 400 348 1787 292 193 128 1727 1675 105 1570 1486 1402
is_linear=0
shrinkage=0.16829


Tree=5914
num_leaves=15
num_cat=0
split_feature=3 15 41 11 393 393 15 3 483 1 1447 52 1 484
split_gain=0.42561 0.416926 0.355216 0.387594 0.236133 0.320048 0.233465 0.283546 0.232755 0.215688 0.203852 0.200163 0.103131 0.0984202
threshold=0.11372500000000001 -0.026169999999999995 0.083975000000000008 0.079915000000000014 0.10317000000000003 1.0000000180025095e-35 -0.0085199999999999981 0.0025650000000000004 0.090840000000000018 0.11130500000000002 -0.037349999999999994 -0.25180499999999995 0.13630500000000004 -0.062219999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 5 6 8 10 9 -1 -8 -5 -2 -10
right_child=1 -3 -4 11 -6 -7 7 -9 13 -11 -12 -13 -14 -15
leaf_value=0.0061859746509099487 0.0099532333608258906 -0.013244195556387723 -0.0034123699926436909 0.010060679513277765 0.018929173210913069 -0.0053401363641451633 0.016079912194128458 0.019969035323165581 0.0076380698466770704 -0.0010376702908221078 0.0078783046246204864 0.024050768614423304 0 0.017649328038364165
leaf_weight=702 56 53 76 54 52 54 98 71 52 140 723 64 63 62
leaf_count=702 56 53 76 54 52 54 98 71 52 140 723 64 63 62
internal_value=0 -0.000819968 0.0078708 0.00828553 0.00771827 0.00741082 0.00778439 0.00974579 0.00595242 0.00498276 0.00885949 0.0176638 0.00469841 0.0130985
internal_weight=0 172 2148 2072 1954 1902 1848 892 956 842 821 118 119 114
internal_count=2320 172 2148 2072 1954 1902 1848 892 956 842 821 118 119 114
is_linear=0
shrinkage=0.16829


Tree=5915
num_leaves=16
num_cat=0
split_feature=14 52 0 41 14 16 403 52 52 156 12 484 4 4 2
split_gain=0.236026 0.428757 0.313615 0.259133 0.226912 0.207422 0.201855 0.18244 0.180823 0.2103 0.201547 0.168051 0.154148 0.111722 0.109665
threshold=-1.0000000180025095e-35 -0.013914999999999999 -0.11912999999999999 0.077565000000000009 1.0000000180025095e-35 -0.34140499999999996 -0.53202999999999989 -0.55582999999999994 -0.048309999999999992 0.088410000000000016 -0.007389999999999999 0.091180000000000011 -0.0030749999999999996 -0.036279999999999993 0.11252000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 14 -4 -8 9 13 -10 -12 -7 -9 -2
right_child=2 -3 3 -5 -6 12 7 8 10 -11 11 -13 -14 -15 -16
leaf_value=0.0044130854049686469 0.008440173671863704 0.024025546315475613 -0.0020441676140532036 -0.0039052491465745489 0.0094773814558981127 4.4108803195773846e-05 0.016152714301168249 0.0104433582006443 0.015399856618452265 -0.0033588030485041612 0.0066810203107331 0.015210235322112322 -0.011338510487942167 0.0038086657005984266 -0.0013972733290080607
leaf_weight=73 62 56 71 67 67 62 61 101 92 91 1091 70 73 255 66
leaf_count=73 62 56 71 67 67 62 61 101 92 91 1091 70 73 255 66
internal_value=0 0.0129409 0.00552527 0.00635753 0.000730542 -0.00149091 0.00673385 0.00708878 0.00676248 0.00384863 0.00780055 0.00719682 -0.00609763 0.00569603 0.0033537
internal_weight=0 129 2229 1899 330 263 1832 1761 1700 447 1253 1161 135 356 128
internal_count=2358 129 2229 1899 330 263 1832 1761 1700 447 1253 1161 135 356 128
is_linear=0
shrinkage=0.16829


Tree=5916
num_leaves=23
num_cat=0
split_feature=1 52 40 1 2 43 2 13 52 1 150 159 52 1 12 12 50 52 43 50 43 12
split_gain=13.5898 3.2837 1.8228 1.18266 1.3816 0.664111 0.586854 0.543961 0.330874 0.316727 0.44715 0.274645 0.30265 0.352161 0.329082 0.204744 0.170067 0.183275 0.151163 0.239218 0.132058 0.0928113
threshold=0.10491000000000002 -0.24526499999999998 -0.026419999999999996 0.12450500000000002 1.0000000180025095e-35 -0.072864999999999985 0.093365000000000017 -0.071244999999999989 0.40945500000000007 0.085265000000000021 0.084120000000000014 0.018290000000000004 -0.53937999999999986 0.079415000000000013 0.090255000000000016 0.08073000000000001 0.083090000000000011 -0.086814999999999989 -0.08231999999999999 0.089890000000000012 -0.049364999999999992 0.11461500000000001
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 -2 -1 4 -3 -5 8 -7 9 15 18 12 -8 14 -14 -4 17 -17 -11 -20 -6 -16
right_child=1 3 6 5 20 7 11 -9 -10 10 -12 -13 13 -15 21 16 -18 -19 19 -21 -22 -23
leaf_value=0.0010567413242950703 0.0016155487554473783 0.0012900492546360407 0.001804293587441506 0.000329405585826979 0.00064427836919788372 0.00058712126927263416 0.0016276728839395849 0.0010062030781533367 0.0013213199983237128 0.0013960595067457917 0.0012037990990357709 0.0016243841605150843 0.0016367858441382812 0.0011192549497459135 0.0013887388185904346 0.0014495731909349985 0.0017278399574686097 0.0016009776150030059 0.001695551334304033 0.0014679894731986858 0.0008448274905103753 0.0012272930099262026
leaf_weight=96 61 87 58 62 58 95 56 53 60 64 52 70 57 56 213 109 99 586 108 102 103 53
leaf_count=96 61 87 58 62 58 95 56 53 60 64 52 70 57 56 213 109 99 586 108 102 103 53
internal_value=0 0.000895776 0.00150061 0.000799835 0.000954396 0.000617138 0.00152503 0.000737436 0.00156401 0.00157634 0.00148744 0.00142942 0.00139796 0.00136393 0.00140624 0.00161031 0.0015961 0.00157728 0.00154114 0.00158519 0.000772799 0.0013567
internal_weight=0 519 1839 458 248 210 1743 148 1238 1178 326 505 435 379 323 852 794 695 274 210 161 266
internal_count=2358 519 1839 458 248 210 1743 148 1238 1178 326 505 435 379 323 852 794 695 274 210 161 266
is_linear=0
shrinkage=0.0032998


Tree=5917
num_leaves=27
num_cat=0
split_feature=1 4 1 457 4 16 50 51 13 12 12 16 16 1 51 16 15 12 1446 403 13 16 4 12 1 16
split_gain=22.9015 4.75579 2.65117 1.70573 1.61925 1.48676 1.24596 1.10844 1.70641 1.02985 0.806582 0.561267 0.531327 0.516482 0.493728 0.467168 0.37727 0.318365 0.35063 0.277417 0.174937 0.170945 0.149931 0.14987 0.145271 0.0336303
threshold=0.10141500000000002 -0.03463999999999999 0.12450500000000002 0.048350000000000011 0.24099500000000004 0.0060650000000000009 1.0000000180025095e-35 -0.099134999999999987 -0.011494999999999998 0.088395000000000015 1.0000000180025095e-35 -0.41863499999999992 0.40052000000000004 0.089875000000000024 -0.26621499999999992 -0.0021749999999999994 -0.14151499999999997 0.090345000000000023 0.086195000000000008 -0.12219499999999998 -0.08125499999999998 -0.042349999999999992 -0.029369999999999997 0.092295000000000002 0.083065000000000014 -0.11118499999999999
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=4 12 3 9 5 10 7 14 20 16 13 -4 -2 -1 -7 -13 -3 18 19 -12 -9 22 23 -19 -21 -24
right_child=1 2 11 -5 -6 6 -8 8 -10 -11 17 15 -14 -15 -16 -17 -18 21 -20 24 -22 -23 25 -25 -26 -27
leaf_value=0.0016717643693049064 0.0013120405589952635 0.0011115293842662022 0.00026810642534520957 0.00047653228760580245 0.0011532571543226321 0.0014739307070448838 0.001942705070532901 0.0013406691264558645 0.00086014222179068168 0.0013909088872486178 0.0016100578797143934 0.00084965393518011273 0.0017567927540675554 0.0012555726573462514 0.0019111394179285302 0.00041948933693895606 0.0007530181276875857 0.0016184541617758885 0.0020626467625781205 0.0018451640817602507 0.00158919581437192 0.0015654923831678695 0.0016937065767494896 0.0018254705560001821 0.0017077792341710534 0.0015589726596090894
leaf_weight=83 68 63 82 58 63 58 62 52 69 88 81 54 53 55 57 57 67 52 60 493 87 85 54 194 111 52
leaf_count=83 68 63 82 58 63 58 62 52 69 88 81 54 53 55 57 57 67 52 60 493 87 85 54 194 111 52
internal_value=0 0.000923568 0.000772933 0.000980519 0.00167452 0.00169377 0.00151265 0.00143 0.00128555 0.00111445 0.00174656 0.000475893 0.00150714 0.00150615 0.00169094 0.000629076 0.000927029 0.0017746 0.00181679 0.0017952 0.00149648 0.0017026 0.00173561 0.00178185 0.00181997 0.00162794
internal_weight=0 590 469 276 1768 1705 385 323 208 218 1320 193 121 138 115 111 130 1182 745 685 139 437 352 246 604 106
internal_count=2358 590 469 276 1768 1705 385 323 208 218 1320 193 121 138 115 111 130 1182 745 685 139 437 352 246 604 106
is_linear=0
shrinkage=0.0032998


Tree=5918
num_leaves=17
num_cat=0
split_feature=4 4 3 3 401 4 4 43 131 49 1 13 4 2 1 3
split_gain=0.201093 0.204971 0.16567 0.620291 0.193122 0.284011 0.224745 0.150523 0.137362 0.130852 0.283275 0.165531 0.119855 0.10754 0.14818 0.0564889
threshold=0.26900000000000007 0.40945500000000007 0.097710000000000005 0.12991000000000003 0.049060000000000006 -0.081479999999999983 -0.50388999999999984 -0.072864999999999985 0.11863000000000001 -0.081589999999999982 0.087840000000000015 0.19806500000000002 0.065590000000000009 0.11252000000000002 0.12541500000000003 -0.080184999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 -1 -3 9 10 -8 12 -11 -9 -15 -7
right_child=1 7 3 -5 5 15 8 13 -10 11 -12 -13 -14 14 -16 -17
leaf_value=0.018559646893996175 -0.0055907390938483023 -0.0010160984957475843 -0.0113955439419913 0.011514417362122937 -0.006773793518216319 0.011307082118017616 0.011503706603591922 0.013872439189236453 -0.00010217658677432384 0.0082435895296129255 -0.0047051676680052359 0.018185835674880226 0.014428798922011755 -0.0015018462332015408 0.011116512679291155 0.0044207105111423286
leaf_weight=63 62 74 57 81 58 57 60 59 53 1331 62 54 96 52 53 86
leaf_count=63 62 74 57 81 58 57 60 59 53 1331 62 54 96 52 53 86
internal_value=0 0.00301381 0.00768808 0.00203859 0.00809321 0.00314331 0.00867095 0.00526288 0.00829366 0.00857237 0.00325168 0.00900946 0.00866095 0.00810703 0.00485031 0.00717819
internal_weight=0 300 2058 138 1920 201 1719 238 1656 1603 122 1481 1427 164 105 143
internal_count=2358 300 2058 138 1920 201 1719 238 1656 1603 122 1481 1427 164 105 143
is_linear=0
shrinkage=0.16829


Tree=5919
num_leaves=17
num_cat=0
split_feature=48 48 52 3 43 52 14 49 1 52 0 2 51 0 43 51
split_gain=0.20841 0.223056 0.162496 0.197901 0.20589 0.163628 0.358371 0.299814 0.248885 0.224195 0.425073 0.342535 0.190022 0.107326 0.149442 0.0734442
threshold=-0.088899999999999993 -0.074214999999999989 -0.55582999999999994 -0.15315499999999996 -1.0000000180025095e-35 -0.050359999999999995 -1.0000000180025095e-35 0.12314000000000001 1.0000000180025095e-35 -0.101225 -0.14712999999999996 0.094955000000000025 0.11524000000000002 -0.079524999999999985 -0.082389999999999977 -0.023524999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 8 -7 12 13 11 -11 -10 -8 14 -5 -15
right_child=1 2 3 5 -6 6 7 -9 9 10 -12 -13 -14 15 -16 -17
leaf_value=0.016252808983199012 -0.004816457573571872 0.014730347807410362 -0.0086840647106007449 0.017304403390331336 0.0057508120252645128 0.019833865514671863 0.0073252252983000421 -0.0060914345876853168 0.011999511537727197 0.0085934870898530472 -0.008978257391457984 -0.0051082193114073979 -0.0021089612083504739 0.007961174738204721 0.0055071432194992729 -0.00065034095518388469
leaf_weight=54 56 58 54 59 58 59 1348 52 88 57 123 53 63 60 64 52
leaf_count=54 56 58 54 59 58 59 1348 52 88 57 123 53 63 60 64 52
internal_value=0 0.00565713 0.00591883 0.00568465 -0.00119282 0.0060562 0.00696004 0.00643964 0.00357876 0.000526255 -0.00340389 0.0055562 0.00690272 0.00774071 0.0111806 0.00394693
internal_weight=0 2304 2248 2190 112 2078 1522 1463 556 321 180 141 1411 235 123 112
internal_count=2358 2304 2248 2190 112 2078 1522 1463 556 321 180 141 1411 235 123 112
is_linear=0
shrinkage=0.16829


Tree=5920
num_leaves=21
num_cat=0
split_feature=4 13 376 4 13 13 15 157 15 48 43 402 1375 50 403 133 4 133 403 15
split_gain=20.1666 4.34632 3.48752 1.24335 1.57632 0.945617 0.917784 0.876867 1.00929 0.617913 0.598067 0.416414 0.354199 0.312795 0.269136 0.17985 0.14273 0.118492 0.0939516 0.0627202
threshold=0.30163500000000004 -0.28558999999999996 0.048375000000000008 -0.078129999999999991 -0.023454999999999997 -0.10899499999999999 -0.13924999999999996 -0.0045449999999999996 0.041820000000000003 0.014805 -0.0068249999999999986 0.0064150000000000014 -1.0000000180025095e-35 0.083090000000000011 -0.043349999999999993 -0.14689999999999998 -0.082634999999999986 0.087720000000000006 -0.082354999999999984 -0.088324999999999987
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 -1 3 7 12 -2 -6 -3 -9 14 -7 16 -5 15 -8 -14 -10 -15 -13 -11
right_child=5 2 -4 4 6 10 9 8 11 19 -12 18 13 17 -16 -17 -18 -19 -20 -21
leaf_value=0.00059910883909825008 0.00010969041026625153 0.0019161512175668379 0.00079331151537182269 0.0017324636504449217 0.0016385261755954819 0.00038357202020759069 0.0014727790200565246 0.0012363018728745981 0.001598798180096866 0.00087403956793288579 0.0007666537721696589 0.0018802074870678241 0.001611780548564972 0.0016366963422366767 0.0012064340048583994 0.00140413885651776 0.0014688418207221957 0.001459313697973629 0.0016822190767142974 0.0010439402424206904
leaf_weight=70 74 75 88 61 54 101 54 103 234 52 80 52 53 137 201 482 170 66 67 52
leaf_count=70 74 75 88 61 54 101 54 103 234 52 80 52 53 137 201 482 170 66 67 52
internal_value=0 0.0014082 0.00143649 0.00146605 0.00140181 0.000424551 0.00123579 0.00157707 0.00153639 0.00117511 0.000553085 0.00159542 0.00148759 0.0014673 0.00126297 0.00142477 0.0015442 0.0015792 0.00176903 0.000959329
internal_weight=0 2071 2001 1913 1212 255 413 701 626 359 181 523 799 738 255 535 404 203 119 104
internal_count=2326 2071 2001 1913 1212 255 413 701 626 359 181 523 799 738 255 535 404 203 119 104
is_linear=0
shrinkage=0.0032998


Tree=5921
num_leaves=27
num_cat=0
split_feature=1 3 15 2 2 2 2 12 2 3 49 2 1447 1 16 15 12 12 133 15 157 3 160 1209 133 16
split_gain=18.2356 3.66006 1.91862 1.83618 1.43141 1.16866 1.16086 0.648497 0.657029 0.432953 0.42837 0.407284 0.534853 0.391711 0.336356 0.375197 0.287199 0.267827 0.237459 0.235976 0.221837 0.211957 0.196597 0.159624 0.0843172 0.0599713
threshold=0.10141500000000002 -0.036004999999999988 -0.086599999999999996 0.14823500000000003 0.099675000000000014 -1.0000000180025095e-35 0.10981000000000002 0.077755000000000005 0.084825000000000025 -0.016479999999999998 -1.0000000180025095e-35 0.088850000000000012 -0.085804999999999979 0.11551000000000002 -0.036039999999999996 -0.066639999999999991 -1.0000000180025095e-35 0.095330000000000012 0.024130000000000002 -0.033689999999999991 -0.083039999999999989 -0.097224999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.020484999999999996 -0.052894999999999991
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=4 2 -2 5 7 -3 -7 8 -1 14 -10 12 -9 -4 19 -16 -8 20 21 -6 -14 -13 -20 -22 -23 -24
right_child=1 3 13 -5 9 6 16 11 10 -11 -12 18 17 -15 15 -17 -18 -19 22 -21 23 24 25 -25 -26 -27
leaf_value=0.001049410814831716 0.00073726766054241135 0.00041217119090290364 0.0015073462056826921 0.00011864970934867842 0.0013485636242872769 0.0012318098396233283 0.00050782614734293967 0.0013137930505344201 0.0012816949956076505 0.0010595162829086383 0.0016798857571809628 0.001234665713118034 0.0018460329518615198 0.0011703701807048322 0.0014708138482634973 0.0011164409095124168 0.00082332144388089332 0.0014511553569896002 0.0016992318110603318 0.0016522878246583975 0.0018077240902793028 0.0015510075450180514 0.0015613102018713818 0.0016259744853529432 0.0013724807678912971 0.0014023827582459682
leaf_weight=52 81 86 90 65 58 66 54 59 56 63 65 58 68 67 55 84 78 75 81 58 62 79 61 592 54 59
leaf_count=52 81 86 90 65 58 66 54 59 56 63 65 58 68 67 55 84 78 75 81 58 62 79 61 592 54 59
internal_value=0 0.000834994 0.00115069 0.000619602 0.00150779 0.000734132 0.000873796 0.00155271 0.00136189 0.00130697 0.00149589 0.00157914 0.00161995 0.00136377 0.00136796 0.00125691 0.000694522 0.00164257 0.00148992 0.00150073 0.00166241 0.00140484 0.00157059 0.00164326 0.00147879 0.00148346
internal_weight=0 587 238 349 1739 284 198 1421 173 318 121 1248 856 157 255 139 132 797 392 116 722 191 201 654 133 120
internal_count=2326 587 238 349 1739 284 198 1421 173 318 121 1248 856 157 255 139 132 797 392 116 722 191 201 654 133 120
is_linear=0
shrinkage=0.0032998


Tree=5922
num_leaves=25
num_cat=0
split_feature=1 52 1 2 2 2 16 14 1 2 52 481 1 39 130 51 16 52 52 16 15 52 159 51
split_gain=12.7615 3.47655 1.83113 0.954368 0.983972 0.93065 0.587979 0.381078 0.325835 0.320427 0.534407 0.446709 0.28252 0.233329 0.215809 0.255969 0.527916 0.225648 0.18421 0.274755 0.16308 0.161255 0.124668 0.161545
threshold=0.10141500000000002 -0.41304999999999997 0.12450500000000002 0.10272000000000002 -1.0000000180025095e-35 0.099675000000000014 -0.061784999999999993 0.062655000000000016 0.092860000000000012 0.088850000000000012 0.11614000000000001 -1.0000000180025095e-35 0.11249000000000002 0.090880000000000016 0.084355000000000027 -0.0032349999999999996 -1.0000000180025095e-35 0.033770000000000008 -0.05670999999999999 -0.0060199999999999993 0.090725000000000014 -0.099329999999999988 0.08351500000000002 0.093530000000000016
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=5 -2 3 4 -3 7 13 8 9 10 18 -11 -5 -4 15 -7 17 -17 21 -20 -10 -1 23 -13
right_child=1 2 6 12 -6 14 -8 -9 20 11 -12 22 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0013138255655338355 0.001287888710691919 0.00059835663388386844 7.7279884664124498e-05 0.00041846001078592153 0.0011691803057077041 0.0011796550500473429 0.00056222250830825478 0.0015215336445294938 0.0009437297194504347 0.0014737247484902427 0.00098882607742405019 0.0010818383231945062 0.00069963887522065413 0.00034950256835407405 0.001204118519270366 0.00090561853767508302 0.00067691184449593118 0.0012044246822316203 0.0013233123550987355 0.0015698506029102118 0.0011924647247681505 0.0010888122456375103 0.0012759777778832248 0.0012828359174485912
leaf_weight=81 81 58 81 87 77 66 71 56 57 52 58 263 72 60 80 53 58 61 545 56 63 66 69 55
leaf_count=81 81 58 81 87 77 66 71 56 57 52 58 263 72 60 80 53 58 61 545 56 63 66 69 55
internal_value=0 0.000652853 0.000551128 0.000719787 0.000924199 0.0012157 0.000317066 0.00125195 0.00124086 0.00125686 0.00129639 0.00118419 0.000546008 0.000193369 0.00105364 0.00100291 0.000934878 0.00106582 0.00132019 0.00134634 0.00107461 0.00121304 0.0011452 0.00111671
internal_weight=0 587 506 294 135 1739 212 1421 1365 1245 806 439 159 141 318 238 172 114 748 601 120 147 387 318
internal_count=2326 587 506 294 135 1739 212 1421 1365 1245 806 439 159 141 318 238 172 114 748 601 120 147 387 318
is_linear=0
shrinkage=0.0032998


Tree=5923
num_leaves=21
num_cat=0
split_feature=1 52 1 12 2 2 2 52 130 148 1420 402 52 1 42 13 1 13 12 2
split_gain=16.4522 4.00029 1.67196 1.84676 0.98082 0.541064 0.868186 0.478121 0.411576 0.380607 0.348643 0.393667 0.314807 0.343538 0.289229 0.265352 0.253979 0.239008 0.203751 0.120373
threshold=0.10141500000000002 -0.41304999999999997 0.12450500000000002 0.088395000000000015 0.099675000000000014 0.14823500000000003 -1.0000000180025095e-35 -0.023474999999999996 0.084355000000000027 -0.078369999999999981 -1.0000000180025095e-35 0.088920000000000013 0.11232500000000002 0.081925000000000012 0.077855000000000021 -0.070834999999999995 0.092860000000000012 -0.078624999999999987 0.078515000000000015 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 9 6 -4 -3 14 -1 -11 12 16 17 -6 -16 18 -14 -12 -13
right_child=1 2 5 -5 8 -7 -8 -9 -10 10 11 19 13 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0011534267931495061 0.0014307462914507092 0.00046101038632888992 0.00021524700390398652 0.0011776374753219804 0.00099173378718881507 0.00018104340721242538 0.00074547678801805274 0.000786821087682038 0.0014287785557011937 0.0017000392295533938 0.0015862085109012191 0.0017164140873388066 0.0013111522048196963 0.0014969156776044493 0.0013629152803730552 0.0010855351090989453 0.0012485950674007477 0.0010129804425770162 0.0014268796163901755 0.001510623516496393
leaf_weight=55 81 102 56 96 82 71 85 96 80 54 103 56 67 54 85 71 81 55 812 84
leaf_count=55 81 102 56 96 82 71 85 96 80 54 103 56 67 54 85 71 81 55 812 84
internal_value=0 0.000749551 0.000640436 0.000801638 0.00138861 0.000416717 0.000535139 0.000619157 0.00122217 0.00142583 0.00143677 0.00142591 0.0014059 0.00127537 0.00115258 0.0012369 0.00142893 0.00117702 0.00144485 0.00159319
internal_weight=0 587 506 294 1739 212 141 198 318 1421 1366 1312 1172 176 238 156 996 122 915 140
internal_count=2326 587 506 294 1739 212 141 198 318 1421 1366 1312 1172 176 238 156 996 122 915 140
is_linear=0
shrinkage=0.0032998


Tree=5924
num_leaves=12
num_cat=0
split_feature=1 124 3 3 3 1209 52 1375 133 16 3
split_gain=0.779658 0.295517 0.265847 0.272089 0.24239 0.165562 0.151045 0.165126 0.186334 0.203523 0.202893
threshold=0.12450500000000002 -1.0000000180025095e-35 0.11745500000000002 -0.24177499999999999 0.25468500000000005 -0.083969999999999989 0.51041000000000014 -0.066804999999999989 -0.088524999999999979 0.51303500000000013 -0.090769999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -5 7 -7 10 -10 -9
right_child=1 4 -4 5 -6 6 -8 8 9 -11 -12
leaf_value=-0.0010404801390424838 0.0088940602697498428 0.00029666139046035717 -0.00033530848462624401 0.01948087788717336 -0.013241915042190853 0.017577670081253383 0.016563260541496524 0.022721522683808278 0.0081121838581453311 0.017373151529788102 0.011109185110731114
leaf_weight=62 62 99 74 54 60 72 95 53 1397 71 227
leaf_count=62 62 99 74 54 60 72 95 53 1397 71 227
internal_value=0 -0.000950772 0.00954925 0.00991028 -0.00480094 0.010256 0.00999495 0.00965111 0.00932359 0.00856132 0.0133137
internal_weight=0 221 2105 2031 159 1969 1915 1820 1748 1468 280
internal_count=2326 221 2105 2031 159 1969 1915 1820 1748 1468 280
is_linear=0
shrinkage=0.16829


Tree=5925
num_leaves=15
num_cat=0
split_feature=9 2 13 16 14 16 156 13 2 3 3 1213 3 48
split_gain=0.520866 0.402767 0.294404 0.205574 0.237359 0.231328 0.226467 0.275632 0.179434 0.170067 0.192718 0.139162 0.139121 0.13172
threshold=-1.0000000180025095e-35 0.12665500000000005 -0.14819499999999997 0.21684500000000004 0.062655000000000016 0.07277500000000002 1.0000000180025095e-35 -0.00038499999999999998 0.13922500000000002 -0.096099999999999977 -0.13088999999999998 -0.097649999999999987 -0.079324999999999993 -0.0046349999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 9 7 12 -4 10 -2 -11 -5 -13
right_child=1 2 8 6 -6 -7 -8 -9 -10 11 -12 13 -14 -15
leaf_value=-0.0063904949771466674 0.0091849309777032127 -0.0096301346086061449 -0.0025317048346872491 0.012596387456307177 0.01924904671012264 0.017990671425015894 0.010974984927785158 -0.0067535754418716993 0.0090884295418276039 0.015026846957780105 -0.0014804656656674353 0.016478203749063072 0.00057453076406514575 0.0081044339939608159
leaf_weight=77 91 57 62 52 63 73 93 79 95 99 101 56 58 1270
leaf_count=77 91 57 62 52 63 73 93 79 95 99 101 56 58 1270
internal_value=0 0.00767335 0.000719272 0.00840375 0.00908304 0.00870301 0.00417473 0.000819061 0.00448814 0.0082826 0.00356513 0.00891696 0.00627392 0.00845943
internal_weight=0 2249 214 2035 1753 1690 282 189 157 1617 192 1425 110 1326
internal_count=2326 2249 214 2035 1753 1690 282 189 157 1617 192 1425 110 1326
is_linear=0
shrinkage=0.16829


Tree=5926
num_leaves=16
num_cat=0
split_feature=1 2 13 13 2 48 1 52 16 479 13 16 52 13 1
split_gain=0.39541 0.273391 0.255712 0.150275 0.165577 0.151892 0.136561 0.170651 0.343472 0.149292 0.107422 0.102613 0.158624 0.155746 0.0304768
threshold=0.12719000000000003 -0.013254999999999998 -1.0000000180025095e-35 0.11251500000000002 0.091955000000000023 -0.082959999999999992 0.10538500000000002 -0.088204999999999992 -0.0070899999999999991 0.077560000000000018 -0.15714499999999998 0.25032500000000008 -0.45478499999999994 -1.0000000180025095e-35 0.11378500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 5 -5 -3 9 -8 14 11 -2 13 -13 -7 -9
right_child=2 3 -4 4 -6 6 7 8 -10 -11 -12 12 -14 -15 -16
leaf_value=0.016329418846031205 -0.0010592391395580912 0.015241219214766098 0.0068861590701253389 0.0073334366751389296 -0.0047266786585275569 0.006891942300890466 0.010013333039607974 0.0080451666293233567 -0.011185863835561643 -0.0015026953851407974 -0.010896015531671913 0.0076151597788078323 -0.0023871204893071 0.01152170077613885 0.0023299154630101642
leaf_weight=80 67 57 71 59 71 1141 62 53 55 57 60 109 76 253 55
leaf_count=80 67 57 71 59 71 1141 62 53 55 57 60 109 76 253 55
internal_value=0 0.00666409 -0.00119097 0.00628566 0.000732938 0.00666108 0.00639732 0.00249751 -0.000350246 0.00693256 -0.00572068 0.0072382 0.0034964 0.0077335 0.00515126
internal_weight=0 2128 198 2048 130 1918 1861 225 163 1636 127 1579 185 1394 108
internal_count=2326 2128 198 2048 130 1918 1861 225 163 1636 127 1579 185 1394 108
is_linear=0
shrinkage=0.16829


Tree=5927
num_leaves=21
num_cat=0
split_feature=15 12 2 13 51 457 13 15 16 2 1211 12 16 11 13 16 47 2 16 2
split_gain=7.75047 3.92347 1.40905 1.14276 1.32757 0.590907 0.671831 0.4983 0.496551 0.393452 0.345732 0.437206 0.226325 0.187842 0.186254 0.150266 0.144229 0.12618 0.127088 0.174024
threshold=-0.24042999999999998 0.077755000000000005 0.12665500000000005 -0.0042049999999999995 0.089600000000000027 0.087495000000000017 0.00084500000000000016 -0.089964999999999976 -0.49181999999999998 0.10161500000000002 0.077345000000000011 0.088785000000000017 -0.085314999999999988 0.077290000000000011 -0.099039999999999975 0.034535000000000003 0.096300000000000011 0.11668500000000002 -0.032969999999999992 0.10887500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 9 4 7 6 15 -2 -1 10 13 -12 -10 14 -3 -5 -16 18 -11 -20
right_child=1 2 -4 5 -6 -7 -8 -9 12 17 11 -13 -14 -15 16 -17 -18 -19 19 -21
leaf_value=0.00064808139936369566 0.0010016777536898513 0.00097897643737931885 0.0006659896095533534 0.0010763817118046187 0.0001734719054462206 0.00064562751575894084 0.00074322126194592997 0.00061657873216111321 0.0001567389728441515 0.0011237830993778399 0.0016011092587123884 0.0011896370323532164 0.00043182124871877603 0.0013547447720440103 0.0011955586379763538 0.0012999567704333171 0.0010660028495868307 0.0012010474050044521 0.00082024820162091667 0.0010794397161357162
leaf_weight=57 66 53 61 89 52 52 59 84 74 74 52 64 59 69 1026 56 109 53 61 56
leaf_count=57 66 53 61 89 52 52 59 84 74 74 52 64 59 69 1026 56 109 53 61 56
internal_value=0 0.0010857 0.00115964 0.000814746 0.000628685 0.000961422 0.00104175 0.000786257 0.000389933 0.00117824 0.00120012 0.00137439 0.000279033 0.00118401 0.00117407 0.00116297 0.00118315 0.00105494 0.00101421 0.000944607
internal_weight=0 2136 1678 458 202 256 204 150 190 1617 1373 116 133 1257 1188 145 1135 244 191 117
internal_count=2326 2136 1678 458 202 256 204 150 190 1617 1373 116 133 1257 1188 145 1135 244 191 117
is_linear=0
shrinkage=0.0032998


Tree=5928
num_leaves=13
num_cat=0
split_feature=4 160 123 2 0 14 0 0 16 16 13 401
split_gain=0.511789 0.331782 0.212719 0.259777 0.130697 0.122319 0.259378 0.462873 0.200149 0.142667 0.242666 0.202989
threshold=0.42098500000000005 -0.069009999999999988 0.085470000000000004 -0.033169999999999991 -0.084699999999999984 0.077685000000000018 -0.14822499999999997 -0.13314999999999996 -0.092879999999999976 -0.083479999999999985 -0.091984999999999983 0.080190000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 8 -8 -5 10 -9 -11
right_child=1 4 -4 5 -6 -7 7 9 -10 11 -12 -13
leaf_value=0.018446342674489503 0.0062486700834600084 -0.0030595945600349248 -0.0014139436725918112 0.0079305758064685886 -0.015043697062217396 -0.00072365827804719515 -0.0068007435737350566 0.0172667799381594 0.021671019292022992 0.0064275816972987621 0.0074782096185797104 -0.0015753298605195466
leaf_weight=53 65 52 93 66 52 64 74 87 56 1147 420 97
leaf_count=53 65 52 93 66 52 64 74 87 56 1147 420 97
internal_value=0 -0.00316691 0.00644324 0.00679814 -0.00906892 0.00649026 0.00672831 0.00622435 0.0142524 0.00677583 0.00916145 0.00580212
internal_weight=0 169 2157 2064 104 2011 1947 1825 122 1751 507 1244
internal_count=2326 169 2157 2064 104 2011 1947 1825 122 1751 507 1244
is_linear=0
shrinkage=0.16829


Tree=5929
num_leaves=12
num_cat=0
split_feature=1 150 97 49 1 132 1213 50 43 1 13
split_gain=0.243675 0.162267 0.166415 0.124527 0.192428 0.115114 0.115887 0.124997 0.202819 0.160048 0.0307725
threshold=0.14641500000000005 0.12244500000000001 -0.0047149999999999996 -0.088729999999999989 0.085540000000000019 -0.092064999999999994 -0.112105 0.082725000000000007 -0.085754999999999984 0.077565000000000009 -0.0072499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 10 -7 9 -9 -8 -5
right_child=-2 -3 3 5 -6 6 7 8 -10 -11 -12
leaf_value=-0.0041090662862152735 -0.005794057777077569 -0.0041250273120945584 0.0035818678500629799 0.013138100994434347 0.017603618638121519 0.010405345786381403 0.0053493977863009346 0.016368453570678503 0.0056386763042877899 0.0017416657711022267 0.0074600316770833041
leaf_weight=52 60 53 53 59 59 103 846 59 333 595 54
leaf_count=52 60 53 53 59 59 103 846 59 333 595 54
internal_value=0 0.00505824 0.00527899 0.00550572 0.0109844 0.00520538 0.00489888 0.00458848 0.0072582 0.00386098 0.0104406
internal_weight=0 2266 2213 2161 112 2049 1936 1833 392 1441 113
internal_count=2326 2266 2213 2161 112 2049 1936 1833 392 1441 113
is_linear=0
shrinkage=0.16829


Tree=5930
num_leaves=29
num_cat=0
split_feature=3 10 2 2 12 2 12 0 0 2 52 2 2 52 3 3 3 0 12 52 12 3 0 15 12 1447 3 3
split_gain=9.89787 4.10973 2.57151 2.64389 1.56376 0.753891 0.757184 0.723545 0.675853 0.556905 0.411427 0.46303 0.351983 0.347911 0.340739 0.325764 0.297353 0.256446 0.197514 0.17792 0.16406 0.116621 0.150785 0.0936445 0.103716 0.118036 0.0458054 0.0181954
threshold=-0.058704999999999993 -1.0000000180025095e-35 0.10859000000000001 -1.0000000180025095e-35 0.023990000000000004 0.087610000000000007 0.092755000000000018 -0.14454499999999995 -0.083804999999999977 0.12708000000000003 -0.53454499999999994 0.096540000000000015 0.092495000000000008 -0.0093349999999999978 -0.08095999999999999 -0.097224999999999992 -0.10175499999999998 -0.065794999999999979 0.09697500000000002 0.074235000000000009 0.093105000000000007 -0.092714999999999978 -0.087454999999999991 0.091475000000000015 0.083785000000000012 -0.080289999999999986 -0.075944999999999985 -0.082454999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 17 3 -3 -1 6 16 12 9 -4 -7 20 -5 -9 -8 -13 -6 -2 -17 -20 21 -12 -23 24 -18 -26 -16 -22
right_child=1 2 8 7 5 10 14 13 -10 -11 11 15 -14 -15 26 18 23 -19 19 -21 27 22 -24 -25 25 -27 -28 -29
leaf_value=0.00075331723122477011 0.0003947570538076076 0.00046733015778322313 0.00069663117666241155 0.0012404866928296915 0.0016735676920249076 0.0014755147324731436 0.00105445501504805 0.0015687371820001066 0.00090644090633823211 0.00027354068011884813 0.001105422114397562 0.00092305575316402604 0.00086968749511982866 0.001256955241217411 0.0014088637626820161 0.0013020076759016406 0.0015701427483984216 6.6088442920496444e-05 0.00095614556671845422 0.0012209269232533375 0.0013444555373083164 0.0014027384605654746 0.0012197749339508167 0.0012839471940835044 0.0012662179533604418 0.0014388366982984726 0.0012632752857814694 0.0014434086001772078
leaf_weight=54 52 54 99 60 59 80 86 79 96 52 53 71 54 81 54 91 62 52 56 59 56 79 150 52 52 439 58 66
leaf_count=54 52 54 99 60 59 80 86 79 96 52 53 71 54 81 54 91 62 52 56 59 56 79 150 52 52 439 58 66
internal_value=0 0.000834848 0.000944048 0.00113571 0.00130725 0.00132566 0.00139284 0.00126731 0.00068939 0.000551164 0.00124952 0.00122291 0.00106515 0.00141112 0.00121264 0.00111807 0.00144652 0.000230761 0.00118511 0.0010923 0.00129472 0.00124979 0.00128305 0.00142432 0.00143745 0.00142063 0.00133378 0.00139828
internal_weight=0 679 575 328 1677 1623 862 274 247 151 761 681 114 160 198 277 664 104 206 115 404 282 229 605 553 491 112 122
internal_count=2356 679 575 328 1677 1623 862 274 247 151 761 681 114 160 198 277 664 104 206 115 404 282 229 605 553 491 112 122
is_linear=0
shrinkage=0.0032998


Tree=5931
num_leaves=16
num_cat=0
split_feature=49 9 51 39 15 16 43 49 15 49 402 43 12 42 49
split_gain=0.376274 0.238264 0.219774 0.258773 0.240307 0.191855 0.278657 0.191649 0.219678 0.212885 0.207963 0.15457 0.125351 0.0935362 0.0791044
threshold=-0.15562499999999999 -1.0000000180025095e-35 -0.10998999999999999 0.10076500000000001 -1.0000000180025095e-35 0.11346000000000002 -0.082144999999999982 -0.014169999999999999 -0.013084999999999998 -0.07107999999999999 0.11174500000000002 -0.15786499999999998 0.093995000000000009 0.093985000000000013 0.093160000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 13 7 -7 8 9 -4 11 -9 -8 14 -3
right_child=1 2 3 -5 -6 6 12 10 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0084740959002559939 -0.0049848939800520862 -0.00076108928912536596 0.0030388280286245471 -0.0063350926260689845 0.019874925231193608 -0.0089277785722998715 0.0098296631394222903 0.013421367522048904 0.010683779860194703 -0.0079269018155022006 -0.0015507324390227693 0.0060377248985519806 -0.0012772594645052741 0.012619209560550947 0.0082493841552209457
leaf_weight=64 71 52 122 62 53 69 61 86 53 85 97 1316 54 53 58
leaf_count=64 71 52 122 62 53 69 61 86 53 85 97 1316 54 53 58
internal_value=0 0.00459932 0.00490652 0.00435546 0.0100133 0.00469752 -0.000464018 0.00523846 0.00101227 -0.00145533 0.00597029 0.00649193 0.00459862 0.00679574 0.00397356
internal_weight=0 2292 2221 2005 216 1943 184 1759 260 207 1499 1402 115 163 110
internal_count=2356 2292 2221 2005 216 1943 184 1759 260 207 1499 1402 115 163 110
is_linear=0
shrinkage=0.16829


Tree=5932
num_leaves=19
num_cat=0
split_feature=2 2 2 150 2 39 14 16 15 16 2 1375 49 157 16 42 1447 2
split_gain=8.40934 3.22871 2.64091 1.36589 1.03961 0.793867 0.687596 0.490723 0.422441 0.353528 0.342556 0.29612 0.248958 0.141619 0.162098 0.232122 0.204683 0.0474854
threshold=0.12708000000000003 -1.0000000180025095e-35 0.099675000000000014 1.0000000180025095e-35 0.17576500000000003 0.085495000000000015 0.062655000000000016 0.51148500000000008 0.076335000000000014 -0.072054999999999994 0.10859000000000001 -0.085004999999999983 0.088030000000000011 -0.090569999999999998 0.11346000000000002 0.08733500000000001 -0.076814999999999981 0.10406500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 7 9 -1 11 8 10 -2 17 -3 -12 -13 16 -16 -15 -4
right_child=4 2 3 -5 -6 -7 -8 -9 -10 -11 12 13 -14 14 15 -17 -18 -19
leaf_value=0.00083355978737934737 0.00028243964538786419 0.00088257954457538965 0.00087935262158061989 0.00048038875344633592 -6.3646028244920515e-05 0.00037703224604274788 0.0014900894875670698 0.0011801768426787625 0.0011045211411544484 0.00060994013651597832 0.00056289084421980986 0.0012937237660399037 0.00085109634118243319 0.0012662347292637366 0.00090989069595169276 0.0011779367983116343 0.0011268271102256903 0.0010245090657323504
leaf_weight=80 62 53 54 85 53 87 60 77 74 87 68 63 65 134 85 63 1049 57
leaf_count=80 62 53 54 85 53 87 60 77 74 87 68 63 65 134 85 63 1049 57
internal_value=0 0.00103709 0.00107415 0.000860693 0.000332687 0.000595939 0.00114211 0.000942441 0.000884765 0.000473901 0.000817974 0.00112766 0.000704008 0.00113695 0.00112951 0.00102423 0.00114265 0.00095421
internal_weight=0 2154 1987 480 202 167 1507 395 318 149 244 1447 133 1394 1331 148 1183 111
internal_count=2356 2154 1987 480 202 167 1507 395 318 149 244 1447 133 1394 1331 148 1183 111
is_linear=0
shrinkage=0.0032998


Tree=5933
num_leaves=11
num_cat=0
split_feature=2 15 1 2 49 43 14 4 1374 1375
split_gain=0.307162 0.399435 0.208137 0.36618 0.258994 0.247557 0.199653 0.244445 0.181536 0.234018
threshold=0.13733000000000004 -0.047974999999999997 0.13539000000000004 -1.0000000180025095e-35 -0.0093449999999999974 -0.46848499999999998 -0.10708499999999999 0.40473500000000007 0.086000000000000007 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -7 8 9 -8
right_child=1 -3 -4 5 -6 6 7 -9 -10 -11
leaf_value=-0.013163785192044896 0.0031686679200034515 -0.015007019560900177 0.014828120807121705 -0.0049691937881523587 0.0019897777233970938 0.015625401799553289 -0.0055851970049009903 -0.0049125360515402021 0.015128474600049683 0.0055507389720602573
leaf_weight=53 100 52 57 67 80 53 55 66 54 1719
leaf_count=53 100 52 57 67 80 53 55 66 54 1719
internal_value=0 -0.00303751 0.0047773 0.00450962 -0.00403535 0.00507481 0.00542136 0.00513487 0.00549862 0.00520447
internal_weight=0 152 2204 2147 133 2014 1947 1894 1828 1774
internal_count=2356 152 2204 2147 133 2014 1947 1894 1828 1774
is_linear=0
shrinkage=0.16829


Tree=5934
num_leaves=22
num_cat=0
split_feature=1 3 10 2 2 2 47 3 124 13 0 12 3 12 3 13 0 3 16 475 16
split_gain=7.4351 1.3615 0.689546 0.609763 0.596397 0.498519 0.470769 0.558182 0.44345 0.380595 0.28891 0.244964 0.238018 0.235283 0.226687 0.21994 0.198538 0.28528 0.154556 0.194302 0.0745711
threshold=0.10491000000000002 -0.052614999999999995 -0.011559999999999999 0.11444000000000001 0.099675000000000014 -0.0091949999999999983 0.10019500000000002 0.088465000000000002 -0.08231999999999999 -0.13033499999999998 -0.050379999999999994 0.11628000000000001 -0.081854999999999997 0.091910000000000006 -0.0068249999999999986 -0.28558999999999996 -0.037224999999999994 0.085315000000000016 0.062910000000000008 -0.085719999999999977 0.059920000000000008
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=4 3 -3 10 5 -1 7 8 -4 -7 -2 12 13 -6 20 -9 17 18 19 -11 -14
right_child=1 2 6 -5 11 9 -8 15 -10 16 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00073548345181610275 0.0010865693932952994 0.00010464376543527951 0.00047276533891764584 0.00050182227680113959 0.00063650248479539496 0.0013095659660823304 0.00076926862509076846 0.00046307813581715658 4.3043418093237129e-05 0.0012355304766919846 0.00075744215339256329 0.00068351349064409671 0.0011254390929677225 0.00095232358190104637 0.00083243258936716448 0.00074758951888253297 0.0012327553663930377 0.00078983135769776719 0.00090844199278612811 0.0010423172845363737 0.00096365388906831991
leaf_weight=57 63 56 53 52 52 61 59 68 52 62 56 54 91 53 69 54 58 52 91 1089 54
leaf_count=57 63 56 53 52 52 61 59 68 52 62 56 54 91 53 69 54 58 52 91 1089 54
internal_value=0 0.000560718 0.000440284 0.000801379 0.00101005 0.0010401 0.00050588 0.000437267 0.000260286 0.00105236 0.000931982 0.000891548 0.000926653 0.000796252 0.00099047 0.000589298 0.00104073 0.0010321 0.00104221 0.00105276 0.00106543
internal_weight=0 513 342 171 1843 1470 286 227 105 1413 119 373 319 105 214 122 1352 1294 1242 1151 145
internal_count=2356 513 342 171 1843 1470 286 227 105 1413 119 373 319 105 214 122 1352 1294 1242 1151 145
is_linear=0
shrinkage=0.0032998


Tree=5935
num_leaves=20
num_cat=0
split_feature=2 2 2 12 2 0 16 49 11 2 0 3 2 0 484 3 12 2 16
split_gain=12.4996 5.64657 2.72592 1.77884 1.44134 1.58931 1.00928 0.811209 0.652071 0.4688 0.290384 0.470755 0.455386 0.381138 0.208213 0.184592 0.15831 0.152864 0.145993
threshold=0.11366500000000002 -1.0000000180025095e-35 0.16730000000000003 0.090135000000000007 0.099675000000000014 -0.13010499999999997 -0.23071499999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.12611000000000003 -0.10891999999999999 -0.038414999999999998 0.08647500000000001 -0.07304999999999999 0.087020000000000014 -0.070889999999999995 -0.036614999999999988 0.10575500000000002 0.070130000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 8 -6 -1 16 10 -5 12 13 -3 14 -12 17 -2 -7 -15
right_child=2 4 -4 9 5 15 -8 -9 -10 -11 11 -13 -14 18 -16 -17 -18 -19 -20
leaf_value=0.00057953342672964481 0.00074325782455895995 0.0016317163162791284 0.00019755565912993873 0.0014544185179308628 0.00093348294034520548 0.0012957371856828648 0.001124411803347905 0.0010640328152378251 0.0019135785651503727 0.0010497488794198033 0.0015895081207770061 0.0018582815498851817 0.0012472696354038663 0.0013315851942169122 0.0017470252337868886 0.001625086694169599 0.00050050033175300145 0.0015131105556715069 0.0015396188429600672
leaf_weight=64 53 67 59 70 76 66 89 65 69 58 1010 73 70 84 106 74 69 86 73
leaf_count=64 53 67 59 70 76 66 89 65 69 58 1010 73 70 84 106 74 69 86 73
internal_value=0 0.00150654 0.000849241 0.00097119 0.00155685 0.00134753 0.000896719 0.00076556 0.00159755 0.00127133 0.00158283 0.00159779 0.00143554 0.00158283 0.0016045 0.00148661 0.000606249 0.00141896 0.00142854
internal_weight=0 2007 374 315 1854 302 153 187 1552 128 1483 1346 137 1273 1116 226 122 152 157
internal_count=2381 2007 374 315 1854 302 153 187 1552 128 1483 1346 137 1273 1116 226 122 152 157
is_linear=0
shrinkage=0.0032998


Tree=5936
num_leaves=17
num_cat=0
split_feature=1 3 14 4 123 10 0 151 47 3 3 12 3 403 4 1213
split_gain=10.1178 1.61961 0.971952 0.957411 0.952543 0.775455 0.686763 0.727267 0.432655 0.638105 0.458954 0.399248 0.36967 0.225106 0.199615 0.0992696
threshold=0.104035 -0.055839999999999994 0.054835000000000009 0.10440500000000001 0.081990000000000021 -0.0093599999999999985 -0.10490499999999998 -1.0000000180025095e-35 0.078345000000000012 0.085315000000000016 0.30835000000000007 0.11628000000000001 -0.12595999999999999 -0.12219499999999998 -0.082634999999999986 0.027540000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 -3 7 -1 9 -7 -11 12 -8 15 -15 -14
right_child=1 5 -4 -5 -6 8 11 -9 -10 10 -12 -13 13 14 -16 -17
leaf_value=0.00076653600311156977 0.0012275605346669918 0.00027627633120831733 0.0016480631744044565 0.00073988548538747123 0.00085000114117390923 0.00040252082173094605 0.0010972129352838902 0.0012349338463729148 0.00092233380279472101 0.00096905247813715463 0.00057762448984054746 0.0010439961534502321 0.0011533446589766653 0.0014198612702625091 0.0013145201475901762 0.0013140927934046694
leaf_weight=57 100 58 74 79 60 87 88 101 70 64 68 67 121 260 955 72
leaf_count=57 100 58 74 79 60 87 88 101 70 64 68 67 121 260 955 72
internal_value=0 0.000757268 0.00127596 0.00101253 0.00126047 0.000625491 0.00127476 0.00106618 0.000695454 0.000622774 0.000767675 0.00129583 0.00130708 0.00132017 0.00133709 0.0012135
internal_weight=0 526 1855 179 1781 347 1721 158 289 219 132 1563 1496 1408 1215 193
internal_count=2381 526 1855 179 1781 347 1721 158 289 219 132 1563 1496 1408 1215 193
is_linear=0
shrinkage=0.0032998


Tree=5937
num_leaves=19
num_cat=0
split_feature=13 40 0 0 11 0 13 13 43 0 0 11 0 0 13 13 50 13
split_gain=9.96072 6.73297 4.02527 3.18828 2.08672 1.29072 1.25604 0.595848 0.90177 0.587878 0.483362 0.428726 1.02237 0.406849 0.331135 0.287046 0.109104 0.139304
threshold=-0.28558999999999996 -0.026419999999999996 -0.22607999999999998 -0.040094999999999992 1.0000000180025095e-35 -0.069389999999999993 0.021935000000000003 -0.0021749999999999994 -0.14495499999999997 -0.077584999999999987 -0.12324999999999998 1.0000000180025095e-35 -0.10490499999999998 -0.088884999999999978 0.0049200000000000008 -0.011764999999999998 0.096900000000000014 -0.076114999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 -3 7 6 15 -5 9 -9 11 -1 12 -4 -10 -15 -2 17 -11
right_child=1 2 3 4 -6 -7 -8 8 13 16 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00026829324093041089 0.0010056412756653085 0.00089768078343133205 0.0012820979032878033 0.0012108055628701063 0.0016561009321502979 0.00064922066338847181 0.00059658479681751425 0.0017819649391847283 0.0012246281522538141 0.0013332447692304995 0.00068846386004955474 0.0019601035093098225 0.001701076949420237 0.001654899425171999 0.0013803791280276338 0.0013449670407660391 0.0016546094778087793 0.0015310750407726414
leaf_weight=52 60 103 69 101 76 102 57 96 90 54 71 61 900 84 119 52 56 178
leaf_count=52 60 103 69 101 76 102 57 96 90 54 71 61 900 84 119 52 56 178
internal_value=0 0.00147583 0.00153416 0.00156792 0.00120611 0.000918541 0.000989443 0.0016175 0.001503 0.00165126 0.000511117 0.00168842 0.00167128 0.00141148 0.00149415 0.0011635 0.00151825 0.00148518
internal_weight=0 2258 2044 1941 234 214 158 1707 389 1318 123 1030 969 293 203 112 288 232
internal_count=2381 2258 2044 1941 234 214 158 1707 389 1318 123 1030 969 293 203 112 288 232
is_linear=0
shrinkage=0.0032998


Tree=5938
num_leaves=28
num_cat=0
split_feature=12 13 2 156 0 0 12 2 11 2 2 2 13 13 12 42 2 52 15 482 481 1185 128 2 12 42 52
split_gain=8.13958 2.38677 2.25376 1.12814 1.14239 1.06349 0.777195 0.657126 0.631067 0.469118 0.578022 0.608554 0.227154 0.179332 0.335356 0.292646 0.310633 0.144991 0.124967 0.123743 0.113669 0.11196 0.0929329 0.0965181 0.0554904 0.0512839 0.0312549
threshold=0.054520000000000006 -0.0042049999999999995 0.13106000000000004 0.090310000000000015 -0.00077999999999999999 -0.10417499999999999 0.090255000000000016 0.106285 1.0000000180025095e-35 0.13971500000000001 -0.0050599999999999994 0.10774000000000002 -0.095574999999999979 -0.065269999999999981 0.10119000000000002 -1.0000000180025095e-35 0.088095000000000021 0.11142500000000001 -0.035449999999999988 0.086210000000000023 -0.085804999999999979 0.084795000000000009 0.090375000000000025 0.091250000000000012 0.093595000000000025 0.088465000000000002 0.092815000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 4 5 7 8 -3 12 10 -1 -12 -2 14 17 22 -17 18 -8 20 -14 -22 23 24 -15 -18 -25
right_child=2 3 -4 -5 -6 -7 13 -9 -10 -11 11 -13 19 15 -16 16 25 -19 -20 -21 21 -23 -24 26 -26 -27 -28
leaf_value=0.00059068319106607621 0.0012498393441319512 0.0012280836485303454 0.00077829354759320971 0.001569254864031616 0.00064446729286942307 0.0015318701325107878 0.0014295290313063105 0.00077294378869270652 0.0017857909800049283 0.00051986671435223211 0.0011529749307045635 0.00072163373705846987 0.0016352850431539221 0.0013851483276684754 0.0011580940589937579 0.0010152560786481561 0.0012230949943855983 0.0013460598939022102 0.0016159852779297744 0.0013107274800902634 0.0014580962591981834 0.0016242908625890208 0.001241857011111157 0.0012851334631159262 0.0015478683511906473 0.0013797659029533569 0.0013996889965154833
leaf_weight=79 56 74 63 58 57 63 100 66 70 78 74 70 54 52 53 69 52 101 73 52 606 52 62 83 55 54 55
leaf_count=79 56 74 63 58 57 63 100 66 70 78 74 70 54 52 53 69 52 101 73 52 606 52 62 83 55 54 55
internal_value=0 0.000952313 0.0013924 0.00115186 0.00105862 0.00117473 0.00141515 0.00101377 0.00148281 0.000741375 0.000818695 0.00094354 0.00145691 0.00134067 0.0014017 0.0012992 0.00118989 0.00144869 0.00150841 0.00147204 0.00148377 0.00147128 0.00136139 0.00139149 0.00146912 0.00130324 0.00133104
internal_weight=0 619 1762 318 260 203 1699 140 890 301 223 144 820 809 327 482 175 274 173 764 712 658 307 245 107 106 138
internal_count=2381 619 1762 318 260 203 1699 140 890 301 223 144 820 809 327 482 175 274 173 764 712 658 307 245 107 106 138
is_linear=0
shrinkage=0.0032998


Tree=5939
num_leaves=11
num_cat=0
split_feature=1348 0 16 15 132 402 1420 3 3 52
split_gain=0.302944 0.245058 0.418935 0.226408 0.22837 0.214014 0.179029 0.107043 0.31591 0.13289
threshold=1.0000000180025095e-35 0.076335000000000014 0.15454000000000004 0.12730000000000002 0.11741000000000001 0.11844500000000001 -0.078304999999999986 0.13524500000000003 0.088465000000000002 -0.012574999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 -8 -9
right_child=-2 2 -4 -5 -6 -7 7 9 -10 -11
leaf_value=0.018907703745495046 -0.001901234282479549 -0.0082636342076208673 0.010770678356284454 0.019724875611991894 0.019646408491224596 -0.0001886261389412853 0.0088179743911419757 -0.0022174170258647801 0.018262506975386512 0.0089914039631615993
leaf_weight=54 72 60 72 61 59 69 1705 52 107 70
leaf_count=54 72 60 72 61 59 69 1705 52 107 70
internal_value=0 0.00916338 0.00210511 0.00959053 0.00929752 0.00899982 0.00931964 0.00905099 0.00937667 0.00419915
internal_weight=0 2309 132 2177 2116 2057 1988 1934 1812 122
internal_count=2381 2309 132 2177 2116 2057 1988 1934 1812 122
is_linear=0
shrinkage=0.16829


Tree=5940
num_leaves=28
num_cat=0
split_feature=4 2 150 13 0 2 4 16 52 4 13 0 2 2 13 51 0 0 43 43 52 133 13 13 2 133 13
split_gain=12.8895 3.14835 2.15848 1.48065 1.29622 1.77212 0.949892 0.634414 0.69762 0.511144 0.563049 0.636414 0.398473 0.397157 0.307466 0.264298 0.264161 0.247408 0.245211 0.18026 0.172748 0.16305 0.149243 0.158371 0.120936 0.0945947 0.0528236
threshold=0.30163500000000004 0.10124000000000001 0.081245000000000026 -1.0000000180025095e-35 -0.076539999999999983 -0.007134999999999999 -0.47860499999999995 0.41088500000000006 -0.069034999999999985 -0.082249999999999976 -0.10278499999999999 -0.10490499999999998 0.11701500000000002 0.12358500000000001 -0.10899499999999999 -0.024714999999999997 -0.14857499999999998 -0.086354999999999987 0.062770000000000006 -0.0058249999999999994 0.09086000000000001 -1.0000000180025095e-35 -0.017484999999999997 -0.0055049999999999986 0.11366500000000002 -0.0082649999999999998 -0.054464999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 14 9 -6 -7 8 -3 17 -11 16 -5 21 -2 -8 -12 25 19 -13 26 -10 -19 -24 -9 -1 -17
right_child=3 2 -4 12 5 6 15 24 13 10 11 18 -14 -15 -16 20 -18 22 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0015397063284911599 0.0001311080354070041 0.00075399008444177005 0.00049171491888351862 0.0010013157541441102 0.00064250082730947858 0.0016553972261579891 0.00097452652362699482 0.0014393344170938068 0.0013856262677162552 0.001685521014699389 0.0012805700463459468 0.0013740608540743049 0.00059211088760447123 0.00091249823796037263 0.00043197442568420572 0.0014029450826927845 0.00096388872880992277 0.0012914921046402966 0.0012093570699084762 0.0015152229182839511 0.0011022405973255271 0.0011512023867179598 0.0016363011318626093 0.0014119293765402015 0.0012250682294472292 0.0017413089141200138 0.0012536531224125495
leaf_weight=54 72 67 66 53 57 59 52 63 53 57 57 578 52 59 77 53 61 52 86 126 64 94 61 90 60 59 69
leaf_count=54 72 67 66 53 57 59 52 63 53 57 57 578 52 59 77 53 61 52 86 126 64 94 61 90 60 59 69
internal_value=0 0.001286 0.00104514 0.000498689 0.00135404 0.00117668 0.00127908 0.00113728 0.00104803 0.00140302 0.00136494 0.00134478 0.000798997 0.00114349 0.000286826 0.00118564 0.00111716 0.0015192 0.00137873 0.00139938 0.00124447 0.00123596 0.00144885 0.0015028 0.0013351 0.00164528 0.0013188
internal_weight=0 2097 462 254 1635 354 297 396 273 1281 965 908 105 206 149 238 118 316 790 704 186 147 203 151 123 113 122
internal_count=2351 2097 462 254 1635 354 297 396 273 1281 965 908 105 206 149 238 118 316 790 704 186 147 203 151 123 113 122
is_linear=0
shrinkage=0.0032998


Tree=5941
num_leaves=13
num_cat=0
split_feature=4 149 4 52 15 15 41 4 1375 39 0 50
split_gain=0.404854 0.218322 0.299206 0.355372 0.434527 0.457768 0.326929 0.290377 0.209889 0.196009 0.421257 0.21379
threshold=0.59999500000000017 0.079625000000000015 0.30163500000000004 0.26959000000000005 -0.045404999999999994 0.11614000000000001 0.075585000000000013 0.50113000000000019 -0.090674999999999992 0.085245000000000015 -0.069389999999999993 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 8 -4 -1 11 -11 -10
right_child=-2 -3 7 4 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0018763175350664867 -0.0062800362434223354 0.018341813595737045 -0.0058171093148811802 0.010535384521439371 -0.015142973235426731 0.0054604460733114523 0.019678603834059359 0.0078512446499426052 0.00898527914631541 0.01227112466990009 -0.007261557829043099 0.019788410460372489
leaf_weight=53 58 56 88 91 61 61 78 88 1538 62 63 54
leaf_count=53 58 56 88 91 61 61 78 88 1538 62 63 54
internal_value=0 0.00793998 0.00767878 0.00824766 0.0017281 -0.00482654 0.00899813 0.00100686 0.00852645 0.00884861 0.00241228 0.00935285
internal_weight=0 2293 2237 2061 213 122 1848 176 1770 1717 125 1592
internal_count=2351 2293 2237 2061 213 122 1848 176 1770 1717 125 1592
is_linear=0
shrinkage=0.16829


Tree=5942
num_leaves=22
num_cat=0
split_feature=1 2 15 39 2 1 3 3 49 47 1 2 1 42 15 49 1 133 1429 484 3
split_gain=25.3519 3.65371 2.4238 1.89234 1.29763 1.26788 1.26269 0.830932 0.675122 0.638845 0.53237 0.50816 0.491406 0.42295 0.321894 0.804883 0.339167 0.321743 0.376525 0.163539 0.0747749
threshold=0.10752500000000002 0.14983000000000005 -0.24042999999999998 0.081875000000000017 0.10161500000000002 0.094165000000000013 -0.14162499999999997 -0.046329999999999989 -0.014869999999999998 1.0000000180025095e-35 0.12958500000000003 0.12330500000000001 0.085720000000000005 0.088885000000000006 -0.013084999999999998 0.047620000000000003 0.093785000000000021 -0.17932999999999996 0.032755000000000006 -0.020124999999999994 -0.080634999999999984
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 10 4 6 -5 -1 -4 12 -9 -2 14 -8 17 15 -6 -16 -10 -19 -15 -21
right_child=1 -3 7 5 11 -7 8 9 13 -11 -12 -13 -14 19 16 -17 -18 18 -20 20 -22
leaf_value=0.0021286114596638446 0.00081596750029136304 0.00013524834094413225 0.0013932196547554118 0.0016594425674675139 0.0011547169075735947 0.00095944640618259621 0.0016758199062969106 0.00078803041540071058 0.0015992257030239968 0.001252468020678382 0.00039633764718597546 0.0012387333305773052 0.0012635944420552737 0.0018380930605659757 0.0015383579350073621 0.0016647608302351612 0.0018825153108080349 0.0018496932196556501 0.0016230939985171942 0.0015539124633986417 0.0016737919889336234
leaf_weight=99 63 72 95 53 52 61 84 76 79 57 70 53 52 54 62 99 67 719 93 97 194
leaf_count=99 63 72 95 53 52 61 84 76 79 57 70 53 52 54 62 99 67 719 93 97 194
internal_value=0 0.000814551 0.000949937 0.00169872 0.00172483 0.00128519 0.0017671 0.00115661 0.00174099 0.00098734 0.000595375 0.00153801 0.00151846 0.00176545 0.00159453 0.00148935 0.00171738 0.00180391 0.00182378 0.00166601 0.00163395
internal_weight=0 433 361 1918 1804 114 1471 228 1372 133 133 333 136 1236 280 151 129 891 812 345 291
internal_count=2351 433 361 1918 1804 114 1471 228 1372 133 133 333 136 1236 280 151 129 891 812 345 291
is_linear=0
shrinkage=0.0032998


Tree=5943
num_leaves=22
num_cat=0
split_feature=3 2 43 3 48 51 43 0 0 2 16 159 0 11 159 3 12 2 43 2 2
split_gain=0.410613 0.202528 0.179571 0.283192 0.210314 0.428451 0.294671 0.227907 0.215004 0.210061 0.35388 0.205553 0.198648 0.176648 0.201534 0.258085 0.114172 0.205482 0.0716136 0.0596131 0.0529647
threshold=0.31400500000000003 0.15020000000000003 -0.035884999999999993 -0.015069999999999998 0.091840000000000019 0.077225000000000016 -0.081164999999999987 -0.10653 -0.086914999999999978 0.085325000000000012 -0.019164999999999998 0.081445000000000017 -0.071844999999999978 0.08740500000000001 -0.072249999999999995 0.10449500000000002 0.092900000000000024 0.081110000000000015 -0.0058249999999999994 0.085025000000000003 0.10387
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 2 3 4 5 7 -7 -1 -6 10 16 13 -9 14 -11 -16 17 -4 -19 -5 -13
right_child=-2 -3 9 19 8 6 -8 12 -10 11 -12 20 -14 -15 15 -17 -18 18 -20 -21 -22
leaf_value=-0.0031454107908719946 -0.0046882234267033853 -0.0018343071128983015 0.0024369722691007698 -0.0049661390727450579 0.0081619455487880188 0.026480847554268994 0.0090536298158500218 0.0094904735379683081 -0.0067183796894452821 0.015825350003056883 0.022142631396057755 0.017944053058652112 0.0030694531345284073 0.016022980487556415 0.0030825102875007603 0.013211476654180824 0.015946226533974664 0.0087289282185532228 0.016782722549428426 0.0026937262411009574 0.010545933788684639
leaf_weight=58 76 59 100 60 54 58 53 522 56 52 89 61 186 53 421 86 71 66 62 55 53
leaf_count=58 76 59 100 60 54 58 53 522 56 52 89 61 186 53 421 86 71 66 62 55 53
internal_value=0 0.00787212 0.00813136 0.00660303 0.00752417 0.00839434 0.0181759 0.00697456 0.000570175 0.00964162 0.0128103 0.00794568 0.00780613 0.00671806 0.00583262 0.00480418 0.0100264 0.00817513 0.012644 -0.0012871 0.0145203
internal_weight=0 2275 2216 1102 987 877 111 766 110 1114 388 726 708 612 559 507 299 228 128 115 114
internal_count=2351 2275 2216 1102 987 877 111 766 110 1114 388 726 708 612 559 507 299 228 128 115 114
is_linear=0
shrinkage=0.16829


Tree=5944
num_leaves=19
num_cat=0
split_feature=4 12 4 0 3 2 2 13 42 4 48 158 12 12 0 4 1210 2
split_gain=10.7084 5.43103 2.01014 1.24141 1.22392 1.20888 0.8819 0.780524 0.617235 0.486481 0.354676 0.315359 0.274901 0.238829 0.228943 0.211302 0.199087 0.0502592
threshold=0.30163500000000004 0.054520000000000006 -0.17689999999999997 -0.069389999999999993 0.31400500000000003 0.12330500000000001 0.10672500000000001 -0.10477499999999999 0.08870500000000002 0.0099250000000000015 0.085130000000000025 0.07968500000000002 0.086795000000000011 0.090715000000000018 -0.10653 -0.0083249999999999973 -0.080859999999999974 0.09036000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 8 7 10 -3 14 11 -4 12 15 -11 -2 -9 -14 -15
right_child=4 5 3 -5 -6 -7 -8 9 -10 13 -12 -13 16 17 -16 -17 -18 -19
leaf_value=0.0012012153021425918 0.0008275237017876364 0.0015242022659498673 0.0010347443135513682 0.00028274290005227034 -4.5185616937203535e-05 0.00075305619917945981 0.00048384130057383025 0.0012472284965731563 0.00030492967765682514 0.0012160707922801381 0.00071987738170743503 0.0014146628864316396 0.00099850308818586679 0.00088708265921286439 0.00053389485033007017 0.0014381288055167632 0.0011962684256369021 0.0010263407656856045
leaf_weight=97 57 90 99 74 52 62 79 288 84 66 66 95 62 54 61 85 803 77
leaf_count=97 57 90 99 74 52 62 79 288 84 66 66 95 62 54 61 85 803 77
internal_value=0 0.00112328 0.000784956 0.000657873 0.000405654 0.00120673 0.000771498 0.00122407 0.000521886 0.0012064 0.000909011 0.00122917 0.00121491 0.00105209 0.000676031 0.00129083 0.00118213 0.000969206
internal_weight=0 2097 415 318 254 1682 244 1620 202 1530 165 1333 1238 197 118 373 865 131
internal_count=2351 2097 415 318 254 1682 244 1620 202 1530 165 1333 1238 197 118 373 865 131
is_linear=0
shrinkage=0.0032998


Tree=5945
num_leaves=16
num_cat=0
split_feature=2 13 43 4 156 402 15 48 15 2 2 2 158 2 483
split_gain=0.564521 0.275648 0.276452 0.394988 0.287263 0.262311 0.214776 0.337847 0.200569 0.194126 0.187459 0.182193 0.164888 0.149318 0.13553
threshold=-1.0000000180025095e-35 -0.093039999999999984 -0.46848499999999998 -0.37983499999999992 0.091015000000000013 0.12629000000000004 -1.0000000180025095e-35 0.087610000000000007 0.085610000000000006 0.10272000000000002 -0.045829999999999989 0.10699500000000002 0.10883000000000001 0.09772500000000002 0.049115000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 6 -3 4 -4 9 7 -2 -8 12 -1 -11 13 -5 -13
right_child=1 2 3 5 -6 -7 8 -9 -10 11 -12 14 -14 -15 -16
leaf_value=0.0011240117471063662 0.013141204917157735 -0.0032964275012425264 0.025125580391192101 0.0075313952855225489 0.0092354543321513036 0.019604716388338633 -0.010220144262421483 -0.0028351415528292366 0.0033683801944189556 -0.0038621538226416324 -0.011264186347931845 0.0072664034430453385 0.016671083658656466 0.015307310585848492 -0.0019838385374503801
leaf_weight=99 92 58 67 1152 63 52 56 63 68 66 53 282 66 75 53
leaf_count=99 92 58 67 1152 63 52 56 63 68 66 53 282 66 75 53
internal_value=0 0.00741056 0.00812434 0.00847839 0.0174388 0.00781021 0.00245628 0.006636 -0.00275388 0.0074471 -0.00318374 0.00420321 0.00845174 0.00800816 0.00579757
internal_weight=0 2213 1934 1876 130 1746 279 155 124 1694 152 401 1293 1227 335
internal_count=2365 2213 1934 1876 130 1746 279 155 124 1694 152 401 1293 1227 335
is_linear=0
shrinkage=0.16829


Tree=5946
num_leaves=13
num_cat=0
split_feature=10 10 49 1 3 160 52 1453 0 0 39 39
split_gain=0.476358 0.348108 0.17704 0.241155 0.318219 0.735985 0.151913 0.142411 0.122562 0.278158 0.155994 0.0810274
threshold=0.058500000000000003 -0.005834999999999999 0.14255500000000002 0.12864500000000004 -0.12077499999999998 -0.034034999999999989 -0.24166499999999999 -0.076894999999999977 -0.11912999999999999 -0.14454499999999995 1.0000000180025095e-35 0.088025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 -3 -7 -6 9 -9 -10 -1
right_child=-2 2 -4 -5 7 6 -8 8 10 -11 -12 -13
leaf_value=-0.0070304377366656534 -0.010165441963969127 -0.017244752450363426 -0.0019987694262929806 0.014960098972114822 0.014673096455511094 0.012065641238159265 0.0015263204299497842 0.006391307907499838 0.0069086246552448865 -0.0075922981686140636 0.015178594242155561 0.001891940849285148
leaf_weight=64 53 52 68 96 67 65 97 167 1463 53 68 52
leaf_count=64 53 52 68 96 67 65 97 167 1463 53 68 52
internal_value=0 0.00595899 0.00643386 0.00670417 0.00631324 0.000166321 0.00576615 0.00703581 0.00674256 0.00301436 0.00727711 -0.00301526
internal_weight=0 2312 2196 2128 2032 214 162 1818 1751 220 1531 116
internal_count=2365 2312 2196 2128 2032 214 162 1818 1751 220 1531 116
is_linear=0
shrinkage=0.16829


Tree=5947
num_leaves=18
num_cat=0
split_feature=4 3 123 4 49 43 133 40 13 13 13 11 13 13 43 13 3
split_gain=7.10117 3.13355 2.47258 0.517939 0.447161 0.357899 0.308037 0.290688 0.281359 0.271473 0.448875 0.240776 0.196958 0.187524 0.157757 0.154787 0.0589662
threshold=0.30163500000000004 0.11191000000000002 0.081180000000000016 0.043850000000000007 -0.014169999999999999 0.015110000000000002 0.086505000000000012 -0.072979999999999975 0.23637000000000002 0.034905000000000012 0.087005000000000013 1.0000000180025095e-35 -0.075154999999999986 -0.13033499999999998 -0.0094899999999999984 -0.053824999999999991 0.0025650000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 14 -4 -2 9 11 -11 -6 -1 -9 15 -5 -15
right_child=7 -3 6 5 8 -7 -8 13 -10 10 -12 -13 -14 16 -16 -17 -18
leaf_value=0.0010586490758841822 0.00021557933968786242 0.00044617725994660951 0.0007298581240879952 0.001037694521486129 0.0011142686708368224 0.00071455211201797728 0.0003808016100635632 0.00034238810296200156 0.0013519900605324822 0.0007906291239886202 0.0011239836843442074 0.0013472448964401236 0.00082981154403351405 0.00049802135451314635 0.0011584999512798289 0.00083224646389803644 0.00064424818917694054
leaf_weight=78 55 100 60 100 1156 60 52 65 54 76 108 52 92 74 56 71 56
leaf_count=78 55 100 60 100 1156 60 52 65 54 76 108 52 92 74 56 71 56
internal_value=0 0.00101694 0.00104525 0.00107331 0.00109639 0.000943254 0.000568111 0.000428597 0.00111534 0.00110613 0.000986485 0.00112433 0.000935015 0.000488498 0.00100355 0.000952598 0.000561282
internal_weight=0 2115 2015 1903 1616 287 112 250 1446 1392 184 1208 170 195 227 171 130
internal_count=2365 2115 2015 1903 1616 287 112 250 1446 1392 184 1208 170 195 227 171 130
is_linear=0
shrinkage=0.0032998


Tree=5948
num_leaves=22
num_cat=0
split_feature=2 2 2 11 2 150 16 16 0 15 52 52 0 15 16 481 15 47 16 43 43
split_gain=13.9066 13.2492 2.62412 1.70751 1.68045 1.67356 1.31589 1.14611 0.782743 0.777896 0.888291 0.75693 0.60981 0.581562 0.552899 0.41079 0.383692 0.320498 0.227813 0.1903 0.0501852
threshold=0.11693000000000002 -1.0000000180025095e-35 0.099675000000000014 1.0000000180025095e-35 0.16730000000000003 0.081245000000000026 -0.059624999999999991 0.12292000000000002 -0.10891999999999999 -0.040804999999999994 0.024560000000000002 -0.030899999999999997 -0.094124999999999986 -0.086599999999999996 0.0055300000000000011 -0.0087899999999999975 0.092250000000000013 0.11518500000000002 0.39524000000000009 -0.022549999999999997 0.043850000000000007
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 6 3 8 7 9 -1 12 11 10 14 -3 -2 -14 -4 19 17 -17 -11 -10 -18
right_child=4 2 5 -5 -6 -7 -8 -9 15 18 -12 -13 13 -15 -16 16 20 -19 -20 -21 -22
leaf_value=0.00037854245419133151 0.00063698855638924447 0.0011817882560030849 0.0009715078747866043 0.002268727985773752 0.00036515072141173781 0.00091784642519572102 0.0009936307810760076 0.0013714427224319214 0.0018199458491512822 0.0016038335759729651 0.0017343860948758729 0.0016860960021909037 0.00076902632884231863 0.0012585198471982177 0.0014427819502816307 0.0017787496085170053 0.0016378625525309881 0.0015077686528059148 0.0018664297537688661 0.0020519741034721022 0.0015086205859669464
leaf_weight=76 79 52 54 69 58 55 76 64 101 94 53 89 52 55 56 920 119 52 63 69 59
leaf_count=76 79 52 54 69 58 55 76 64 101 94 53 89 52 55 56 920 119 52 63 69 59
internal_value=0 0.00162425 0.00169907 0.00175981 0.00087215 0.00145115 0.000686318 0.000989632 0.00173575 0.00154271 0.0013819 0.00150036 0.000858067 0.00102096 0.00121175 0.00176087 0.00173815 0.00176429 0.00170943 0.00191433 0.00159522
internal_weight=0 2057 1905 1530 308 375 152 250 1461 320 163 141 186 107 110 1320 1150 972 157 170 178
internal_count=2365 2057 1905 1530 308 375 152 250 1461 320 163 141 186 107 110 1320 1150 972 157 170 178
is_linear=0
shrinkage=0.0032998


Tree=5949
num_leaves=24
num_cat=0
split_feature=1 16 3 1 16 16 3 0 3 43 403 130 15 157 15 0 0 16 48 16 0 1 0
split_gain=10.9455 2.42416 0.801922 0.630577 0.42884 0.415475 0.413184 0.348365 0.52755 0.365002 0.358741 0.367448 0.319856 0.294018 0.286336 0.285894 0.262069 0.258141 0.223886 0.213548 0.159251 0.237168 0.157803
threshold=0.10141500000000002 0.23993500000000004 -0.052614999999999995 0.11695500000000002 -0.42618999999999996 -0.075434999999999988 1.0000000180025095e-35 -0.077084999999999987 0.085315000000000016 -0.082094999999999987 -0.092059999999999989 0.10383500000000001 -1.0000000180025095e-35 -0.0048549999999999991 0.085355000000000014 -0.15202999999999997 -0.067329999999999987 -0.16927999999999996 0.087470000000000006 -0.065564999999999984 -0.072174999999999975 1.0000000180025095e-35 -0.059114999999999994
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=7 2 5 6 -5 -2 -4 8 10 16 14 15 -3 -11 -1 -12 -9 -17 -19 -6 -15 22 -22
right_child=1 12 3 4 19 -7 -8 9 -10 13 11 -13 -14 20 -16 17 -18 18 -20 -21 21 -23 -24
leaf_value=0.00097784384868184306 0.00064795062632143591 0.00096097164512044071 0.00047927852028642893 0.00017531204959480185 0.00064231216588144196 0.0010301168580312209 0.00083272049753085431 0.0011789366129074917 0.0009639693356044911 0.0014172400920774446 0.0015467629234664677 0.0010318690751350468 0.0013136233487134785 0.0010409979437731407 0.0012488286887975533 0.0010972997564702681 0.00087281710648447219 0.0013282445681164685 0.0011685176572309513 0.00035034746956819518 0.0012474994835946897 0.0013842355222808214 0.0010292274440467791
leaf_weight=79 73 61 69 72 58 55 77 52 67 59 52 58 54 91 97 71 78 762 114 53 75 62 76
leaf_count=79 73 61 69 72 58 55 77 52 67 59 52 58 54 91 97 71 78 762 114 53 75 62 76
internal_value=0 0.000698301 0.000590378 0.000503877 0.000374401 0.000812438 0.000665924 0.00122271 0.00125134 0.00114716 0.00126693 0.00129013 0.00112687 0.00120136 0.00112739 0.00130508 0.000995536 0.00129178 0.0013075 0.000503223 0.00115935 0.00120975 0.00113787
internal_weight=0 572 457 329 183 128 146 1793 1300 493 1233 1057 115 363 176 999 130 947 876 111 304 213 151
internal_count=2365 572 457 329 183 128 146 1793 1300 493 1233 1057 115 363 176 999 130 947 876 111 304 213 151
is_linear=0
shrinkage=0.0032998


Tree=5950
num_leaves=21
num_cat=0
split_feature=1 457 402 0 0 1213 3 11 3 3 3 2 151 3 399 130 457 475 1 1
split_gain=0.436143 0.372891 0.361183 0.480271 0.472813 0.303342 0.247968 0.233379 0.259251 0.409756 0.250773 0.221417 0.204282 0.310459 0.204678 0.179044 0.128107 0.117514 0.0625626 0.0603989
threshold=0.095950000000000021 0.079590000000000008 0.092300000000000007 0.036480000000000005 -0.086409999999999987 -0.056829999999999992 -0.12595999999999999 0.082245000000000013 0.077930000000000013 -0.015069999999999998 0.13524500000000003 0.10859000000000001 -0.044604999999999992 0.081640000000000004 0.088190000000000018 0.086880000000000013 0.035070000000000011 -1.0000000180025095e-35 0.10713500000000002 0.13840500000000003
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 7 3 6 -4 -6 -1 8 9 11 -10 18 16 14 15 -14 17 -8 -2 -12
right_child=1 -3 4 -5 5 -7 12 -9 10 -11 19 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.018798041681670544 0.0048374256037891899 -0.00566363689316035 0.0061652027727985064 -0.0028568413151559315 0.014944227007629171 0.033126988148033956 0.015566169832418417 0.013744026095069533 0.01940529028425508 -0.0075819722516236726 0.0015443464896761335 -0.0026101445716680519 0.0092706296231065168 -0.0039402334493284941 0.018221363824168064 0.0031233129374959858 0.018933329826083305 0.0045963697214550887 0.01159138867369907 0.0094408921712203289
leaf_weight=80 65 86 69 92 52 53 58 97 55 92 56 65 863 56 63 160 88 54 101 55
leaf_count=80 65 86 69 92 52 53 58 97 55 92 56 65 863 56 63 160 88 54 101 55
internal_value=0 0.00467363 0.00974915 0.00891212 0.017022 0.0241393 0.00967481 0.00619376 0.00469239 0.00190763 0.0101001 0.00569482 0.00912961 0.00825689 0.0088875 0.00831093 0.0141038 0.0102932 0.00895759 0.00547324
internal_weight=0 672 1688 1514 174 105 1422 586 489 323 166 231 1342 1142 1086 1023 200 112 166 111
internal_count=2360 672 1688 1514 174 105 1422 586 489 323 166 231 1342 1142 1086 1023 200 112 166 111
is_linear=0
shrinkage=0.16829


Tree=5951
num_leaves=16
num_cat=0
split_feature=1 52 39 4 150 4 52 1 49 49 51 4 52 16 52
split_gain=7.94563 1.39558 1.2183 0.679964 0.605641 0.594983 0.361733 0.301273 0.284875 0.307388 0.337104 0.187218 0.168592 0.280893 0.250941
threshold=0.10574000000000001 -0.26738999999999996 0.081875000000000017 0.41181500000000004 0.085825000000000012 0.06707500000000001 0.038145000000000005 0.13210500000000003 -0.086604999999999988 -0.047749999999999994 0.10906 0.056640000000000003 0.0033500000000000005 -0.082039999999999988 0.08321000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 11 8 -7 -5 -1 -10 12 -3 13 -11 -14
right_child=1 3 -4 7 -6 6 -8 -9 9 10 -12 -13 14 -15 -16
leaf_value=0.0014656129302238546 0.0012197861842207307 0.00079804807704473722 0.0008366544231910634 0.00064454669565258455 0.00054685864703421115 0.000838781643111552 0.0011762490595521782 0.00038825582148657766 0.00096581113968472235 0.0014188034142291921 0.0010312468621164 0.0010324418319465197 0.0010182946165339483 0.0012452209364109453 0.0012230040195084846
leaf_weight=54 54 91 102 100 83 73 68 102 52 123 92 66 77 694 529
leaf_count=54 54 91 102 100 83 73 68 102 52 123 92 66 77 694 529
internal_value=0 0.000718254 0.0011884 0.000656902 0.00077593 0.00120875 0.00100178 0.000515307 0.00122673 0.00121847 0.00122712 0.000896807 0.00123976 0.0012714 0.00119705
internal_weight=0 496 1864 442 240 1762 141 202 1621 1567 1515 157 1423 817 606
internal_count=2360 496 1864 442 240 1762 141 202 1621 1567 1515 157 1423 817 606
is_linear=0
shrinkage=0.0032998


Tree=5952
num_leaves=27
num_cat=0
split_feature=40 4 4 15 475 43 4 15 1210 482 1455 43 0 4 43 159 484 4 43 43 4 131 130 15 484 4
split_gain=0.301933 0.254312 0.200457 0.234964 0.267543 0.460374 0.391749 0.683 0.201353 0.137293 0.135819 0.152574 0.250775 0.118002 0.116847 0.122804 0.0999631 0.0971917 0.0881055 0.105352 0.0825176 0.0822218 0.100358 0.0846637 0.071402 0.0510797
threshold=0.051255000000000002 0.0030100000000000001 -1.0000000180025095e-35 0.085915000000000019 -0.019079999999999996 -0.0017249999999999998 -0.21586499999999997 -0.045404999999999994 -0.0097899999999999984 1.0000000180025095e-35 0.068185000000000009 -0.049914999999999994 -0.22022999999999995 0.056640000000000003 0.12397000000000001 0.093320000000000014 -0.013794999999999998 -0.0090299999999999981 -0.092909999999999979 -0.077889999999999987 0.094510000000000025 0.089120000000000019 0.006490000000000001 0.087720000000000006 0.08618000000000002 -0.018104999999999996
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 2 3 4 9 16 -7 -8 -5 24 11 13 -13 -3 15 20 -6 -18 -15 -20 -14 22 23 -10 25 -1
right_child=-2 10 -4 8 5 6 7 -9 21 -11 -12 12 14 18 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.01774167388303077 -0.0049811534686864008 -0.0048377171200019156 0.019331767369011949 0.018184177301031407 0.013482006630294564 0.0076359209753239111 0.0054100036563975206 -0.020295991194595544 0.015715619717414489 0.0039116202293702062 0.013306877898529246 -0.0029350058809967049 0.013130316720362446 -0.0014260976802918524 0.0029773293369979681 0.017889834541651516 0.0083073745557007434 0.0016418002293526934 0.0098332784290245806 0.00040422119129884896 0.0056577384239365576 0.0044276768971192766 0.016949241916347352 0.0086881600733346546 0.0084882018102932413 0.011355852390799174
leaf_weight=98 52 63 53 102 82 78 57 60 58 54 55 62 69 69 75 52 315 78 81 58 110 67 65 327 61 59
leaf_count=98 52 63 53 102 82 78 57 60 58 54 55 62 69 69 75 52 315 78 81 58 110 67 65 327 61 59
internal_value=0 0.00796521 0.00912511 0.00877741 0.0070986 0.00528658 -0.00159074 -0.0077572 0.0113293 0.0115554 0.00526509 0.00457011 0.00680309 0.00153124 0.00878204 0.0106589 0.00811369 0.00698901 0.00346894 0.00591178 0.00854827 0.00997346 0.0107952 0.00975151 0.0134406 0.0153534
internal_weight=0 2308 1614 1561 942 670 195 117 619 272 694 639 368 271 306 231 475 393 208 139 179 517 450 385 218 157
internal_count=2360 2308 1614 1561 942 670 195 117 619 272 694 639 368 271 306 231 475 393 208 139 179 517 450 385 218 157
is_linear=0
shrinkage=0.16829


Tree=5953
num_leaves=22
num_cat=0
split_feature=12 47 13 2 40 3 12 12 3 42 16 3 2 3 1212 13 12 403 2 3 13
split_gain=0.304996 0.279617 0.322206 0.246405 0.408711 0.208011 0.180628 0.148328 0.169358 0.274526 0.160588 0.14076 0.342084 0.147699 0.108592 0.169586 0.160915 0.1775 0.0984352 0.0942466 0.0771816
threshold=0.083425000000000013 0.096300000000000011 0.059130000000000009 0.074875000000000011 -0.0057599999999999986 -0.049204999999999992 0.083935000000000023 -0.096234999999999987 -0.082154999999999992 0.081685000000000021 -0.34140499999999996 -0.11327499999999999 0.09857500000000001 -0.093224999999999988 1.0000000180025095e-35 -0.081029999999999977 0.095780000000000018 -0.0076149999999999994 0.091250000000000012 -0.073309999999999986 -0.0055049999999999986
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 2 3 4 -1 6 -2 -5 -9 10 -10 12 -8 18 16 -16 17 -15 -13 -18 -17
right_child=5 -3 -4 7 -6 -7 11 8 9 -11 -12 13 -14 14 15 20 19 -19 -20 -21 -22
leaf_value=0.00596670129731378 0.017321777724111889 0.011701155271530801 -0.0095449797027004884 0.01346066620849946 -0.014568293046048337 -0.0019181213690453169 0.019379665340517351 0.011520288761670659 0.01274252908984568 -0.0087185861373422005 0.0023414646258540042 0.0052765308904448704 0.0048722180487001448 0.014652965205808855 -0.0016755019147242085 0.011098513638651615 0.0012592432014004791 0.0082911537615665155 -0.0039093347364033641 0.0077761912602227626 0.0028908979648625687
leaf_weight=58 57 99 61 54 52 62 91 69 54 53 193 90 94 159 84 84 119 586 52 135 54
leaf_count=58 57 99 61 54 52 62 91 69 54 53 193 90 94 159 84 84 119 586 52 135 54
internal_value=0 0.00341699 0.00203327 0.00336173 -0.00372442 0.00762331 0.00799301 0.00520871 0.00399624 0.00225971 0.00462266 0.00764834 0.012018 0.00705393 0.00765184 0.00426866 0.00840187 0.00965132 0.00190004 0.00473005 0.00789986
internal_weight=0 693 594 533 110 1667 1605 423 369 300 247 1548 185 1363 1221 222 999 745 142 254 138
internal_count=2360 693 594 533 110 1667 1605 423 369 300 247 1548 185 1363 1221 222 999 745 142 254 138
is_linear=0
shrinkage=0.16829


Tree=5954
num_leaves=21
num_cat=0
split_feature=1 150 402 0 0 403 16 14 12 12 0 0 51 52 51 47 3 2 16 52
split_gain=0.227752 0.226122 0.204975 0.312607 0.294906 0.293656 0.196568 0.15129 0.158391 0.160783 0.2791 0.179245 0.138136 0.195631 0.288043 0.315021 0.277732 0.19623 0.111275 0.0897317
threshold=0.095950000000000021 0.093625000000000014 0.092300000000000007 -0.086409999999999987 0.036480000000000005 0.11002500000000003 -0.42618999999999996 0.062655000000000016 -1.0000000180025095e-35 0.083425000000000013 -0.10566999999999999 -0.095869999999999983 -0.22052999999999998 0.12371000000000001 0.087425000000000017 0.096850000000000006 -0.14443999999999999 -1.0000000180025095e-35 0.0055300000000000011 0.047850000000000011
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 12 4 -4 7 -5 -3 8 -1 10 -10 19 -2 14 15 16 -14 -18 -13 -11
right_child=1 6 3 5 -6 -7 -8 -9 9 11 -12 18 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.013839374406903701 0.01181287201390685 0.002709350845988548 0.0030079284590177691 0.026626783059682097 -0.0034937061440905122 0.0087586692031040581 -0.011833169027532486 0.014764635698354919 -0.0094337305554410243 0.017557405701406275 0.0071360261057333667 0.0063840873661559399 0.0071988839869482797 0.0096820855378665967 0.01111749953448554 0.010098204445494002 -0.014924165029484791 -0.0030104813215866642 0.002232623047400351 0.0077691562892261068
leaf_weight=69 58 53 69 52 92 53 52 58 53 54 63 835 58 103 72 63 52 161 236 54
leaf_count=69 58 53 69 52 92 53 52 58 53 54 63 835 58 103 72 63 52 161 236 54
internal_value=0 0.00269004 0.00635877 0.0118388 0.00572778 0.0176248 -0.00447555 0.00632565 0.00596549 0.00554457 -0.000419151 0.00613286 0.00402016 0.00312866 0.00146167 -0.000614447 -0.00311147 -0.00592742 0.00547097 0.0126799
internal_weight=0 672 1688 174 1514 105 105 1422 1364 1295 116 1179 567 509 406 334 271 213 1071 108
internal_count=2360 672 1688 174 1514 105 105 1422 1364 1295 116 1179 567 509 406 334 271 213 1071 108
is_linear=0
shrinkage=0.16829


Tree=5955
num_leaves=20
num_cat=0
split_feature=1 40 14 403 50 52 3 4 12 15 16 16 1 124 480 0 40 16 4
split_gain=0.542585 0.429704 0.355328 0.291227 0.247729 0.218501 0.191993 0.474101 0.267025 0.420117 0.141227 0.376276 0.300697 0.133885 0.123335 0.120589 0.104917 0.0673662 0.0397653
threshold=0.10538500000000002 -0.063404999999999989 -0.074569999999999984 -0.53317999999999988 -0.13200999999999999 0.51625500000000002 0.08734500000000002 -0.057539999999999994 0.083220000000000002 -0.040804999999999994 -0.065999999999999989 0.12292000000000002 0.11332500000000002 -0.043384999999999993 0.091830000000000009 -0.097414999999999988 -0.08483499999999998 -0.45516499999999999 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 16 -3 -1 -5 6 8 -8 9 13 12 -12 -4 -6 15 -10 -2 -14 -11
right_child=1 2 10 4 5 -7 7 -9 14 18 11 -13 17 -15 -16 -17 -18 -19 -20
leaf_value=-0.0056495098831707636 0.001139062331161594 -0.015301805351047295 0.011241949792306952 0.016531723776255312 -0.0032075403789643929 0.015591124541181169 0.0086585561529854589 -0.013533262882791689 -0.00083171035306150011 0.014308018199479305 -0.017175490682609582 0.0013836103363514926 -0.0081031137028456119 0.0085845228833309663 -0.0033622006951583546 0.0049364404395717681 0.011044417537077784 9.9649372150464624e-06 0.020827094032153694
leaf_weight=73 52 69 57 53 52 52 55 54 112 55 52 76 53 57 60 1164 74 63 57
leaf_count=73 52 69 57 53 52 52 55 54 112 55 52 76 53 57 60 1164 74 63 57
internal_value=0 -0.00151196 -0.00440553 0.00475568 0.00518559 0.00483452 0.0044977 -0.00231907 0.00497607 0.0104 -0.00190174 -0.00614199 0.00122517 0.00294247 0.0040775 0.00442874 0.00697075 -0.00368139 0.0176418
internal_weight=0 496 370 1844 1771 1718 1666 109 1557 221 301 128 173 109 1336 1276 126 116 112
internal_count=2340 496 370 1844 1771 1718 1666 109 1557 221 301 128 173 109 1336 1276 126 116 112
is_linear=0
shrinkage=0.16829


Tree=5956
num_leaves=20
num_cat=0
split_feature=3 49 159 148 49 159 15 15 52 52 151 15 156 43 52 52 133 4 49
split_gain=0.266886 0.181316 0.26811 0.20205 0.236412 0.18198 0.392308 0.270345 0.177492 0.269198 0.228757 0.179314 0.126399 0.106908 0.112449 0.103141 0.0739944 0.0558768 0.0287805
threshold=0.30835000000000007 0.083250000000000005 0.079755000000000006 -0.079549999999999996 -0.089819999999999983 -0.021869999999999997 0.089150000000000021 -0.071244999999999989 -0.080429999999999988 -0.101225 -0.080284999999999981 -0.41971499999999995 0.0010500000000000004 -0.094134999999999983 0.18800000000000003 -0.27209499999999992 0.085785000000000014 -0.011964999999999998 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 -1 17 6 7 -6 9 12 -10 -12 -7 -3 15 -15 18 -5 -17
right_child=-2 2 -4 4 5 8 -8 -9 10 -11 11 -13 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0058488181127991984 -0.0063999471832649063 0.011058468312716056 0.014918258853383028 0.01437914057478689 0.00095511007108919194 0 0.0061969108291514974 -0.014342283998131191 0.012939866090027938 -0.0076577231050968175 -0.004273717387243605 0.0040707255716852658 0.0083614623757498393 0.0073228280663955383 0.0099535689765244423 -0.00061100246579984545 0.0037276326992233943 0.0067835783536106956 -0.0061212612705616176
leaf_weight=79 85 55 83 52 56 153 95 78 77 100 79 921 77 61 53 54 66 61 55
leaf_count=79 85 55 83 52 56 153 95 78 77 100 79 921 77 61 53 54 66 61 55
internal_value=0 0.00319962 0.00632463 0.00246867 0.00284538 0.00232975 -0.00206512 -0.00793594 0.00304632 -0.000363363 0.00409274 0.00340972 0.00280029 0.00424594 0.00294322 0.00136126 -0.000706513 0.0102948 -0.00340789
internal_weight=0 2255 427 1828 1749 1636 229 134 1407 330 1077 1000 230 344 289 236 175 113 109
internal_count=2340 2255 427 1828 1749 1636 229 134 1407 330 1077 1000 230 344 289 236 175 113 109
is_linear=0
shrinkage=0.16829


Tree=5957
num_leaves=18
num_cat=0
split_feature=1 1 2 123 13 158 1429 48 43 0 0 0 0 1 2 0 43
split_gain=11.8339 1.65659 0.845117 0.662265 0.644752 0.381607 0.381774 0.373684 0.349474 0.331664 0.554263 0.302933 0.252178 0.227509 0.195845 0.186112 0.0444193
threshold=0.10538500000000002 0.12835000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.093039999999999984 1.0000000180025095e-35 0.087865000000000013 0.10255000000000002 -0.072864999999999985 -0.14216999999999999 -0.10417499999999999 -0.068669999999999995 -0.091054999999999983 0.11670500000000002 0.097220000000000015 -0.13740499999999997 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 -3 6 7 9 -6 -1 -11 -2 -7 15 -12 -4 -14
right_child=1 4 13 -5 8 12 -8 -9 -10 10 14 -13 16 -15 -16 -17 -18
leaf_value=0.0013194837617746739 0.0010799080728098205 1.7506268361201857e-05 0.00051172148716166423 0.00079607507673818616 0.00024446424047734031 0.0014168822058034695 0.00085382341006439181 0.00087469433249949275 0.00060813117266884443 0.00077301077259738578 0.0011437791133993382 0.00073988565208425933 0.0010898448381918785 0.00036039411831020033 0.0010428881351569822 0.00075732701185181133 0.0012332600746850139
leaf_weight=89 54 66 84 74 58 71 67 71 58 52 1035 63 56 55 275 58 54
leaf_count=89 54 66 84 74 58 71 67 71 58 52 1035 63 56 55 275 58 54
internal_value=0 0.000529257 0.000674522 0.00110358 0.000278442 0.00111641 0.00109989 0.0011107 0.000426601 0.00112222 0.0011093 0.00089712 0.00126131 0.000542141 0.00112263 0.000612287 0.00116057
internal_weight=0 496 314 1844 182 1770 1589 1522 116 1451 1362 117 181 197 1310 142 110
internal_count=2340 496 314 1844 182 1770 1589 1522 116 1451 1362 117 181 197 1310 142 110
is_linear=0
shrinkage=0.0032998


Tree=5958
num_leaves=25
num_cat=0
split_feature=1 2 2 15 2 2 51 52 52 48 15 4 1429 15 4 52 15 159 159 42 2 3 13 52
split_gain=14.8642 1.93019 1.43227 1.03229 1.00323 0.78045 0.534654 0.48943 0.568113 0.469988 0.436832 0.530417 0.700775 0.498183 0.485925 0.389409 0.370418 0.354962 0.256086 0.369983 0.23828 0.19406 0.23155 0.0628743
threshold=0.10538500000000002 0.12015500000000001 -1.0000000180025095e-35 -0.41880499999999993 1.0000000180025095e-35 0.10045500000000002 -0.09798999999999998 0.033770000000000008 -0.090234999999999996 0.089350000000000013 -0.031659999999999994 -0.47860499999999995 0.084690000000000015 -0.081479999999999983 -0.0083249999999999973 -0.070104999999999987 -1.0000000180025095e-35 0.079755000000000006 -0.021869999999999997 0.090570000000000025 0.091955000000000023 -0.079594999999999985 -0.012149999999999999 -0.00094999999999999989
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=5 2 -2 -3 -4 10 -7 8 -8 -5 13 -12 14 17 18 -6 -9 21 19 -13 -20 23 -23 -1
right_child=1 3 4 9 15 6 7 16 -10 -11 11 12 -14 -15 -16 -17 -18 -19 20 -21 -22 22 -24 -25
leaf_value=0.0012079838845134093 0.00037140018349476824 0.00064754646952885052 0.0011313151307166074 -9.9927135441350742e-05 0.00088209384788391729 0.0013052208046503331 0.001136773113862472 0.0013691640491451933 0.00069543329575251587 0.00031915247471068716 0.0016115815063988859 0.00096901644191361286 0.00092703474134048528 0.00094684937974239794 0.0015541376192347157 0.0005181410010168684 0.0010173089085164738 0.001444389535163822 0.0013275748241139316 0.0013441650528118242 0.0011321795091405887 0.0012133336310043443 0.0009414781026035404 0.0013595282743241914
leaf_weight=87 82 67 99 52 61 98 54 55 79 66 58 65 57 84 80 69 84 70 644 53 79 78 64 55
leaf_count=87 82 67 99 52 61 98 54 55 79 66 58 65 57 84 80 69 84 70 644 53 79 78 64 55
internal_value=0 0.000587518 0.000746367 0.000320289 0.000880481 0.00123117 0.00109496 0.00101908 0.000874889 0.000134175 0.00126533 0.00130259 0.00128423 0.00117713 0.0013063 0.00068919 0.00115679 0.00123167 0.00128268 0.00113781 0.00130627 0.00117912 0.00109106 0.00126693
internal_weight=0 496 311 185 229 1844 370 272 133 118 1474 1036 978 438 921 130 139 354 841 118 723 284 142 142
internal_count=2340 496 311 185 229 1844 370 272 133 118 1474 1036 978 438 921 130 139 354 841 118 723 284 142 142
is_linear=0
shrinkage=0.0032998


Tree=5959
num_leaves=17
num_cat=0
split_feature=1 51 1429 40 42 403 124 1 15 1429 41 3 2 1 1 1
split_gain=0.412861 0.253577 0.187715 0.180437 0.246978 0.166399 0.15289 0.150146 0.14132 0.140948 0.151451 0.284759 0.15707 0.13083 0.104247 0.0230387
threshold=0.10141500000000002 -0.22361999999999996 0.087865000000000013 -0.063404999999999989 -0.012054999999999998 -0.53317999999999988 -0.076164999999999983 0.12835000000000002 -0.015464999999999998 -0.054654999999999988 0.077565000000000009 -0.14443999999999999 0.095195000000000016 0.11230000000000001 0.13976500000000003 0.11684000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 6 -5 -3 -2 8 13 -7 11 -11 -13 -6 -9 -15
right_child=3 2 -4 4 7 9 -8 14 -10 10 -12 12 -14 15 -16 -17
leaf_value=0.013928067866450183 0.00088281870938429258 -0.0027498746407201157 -0.004353865651309294 -0.012519522653516794 0.010350395874560912 0.014143793957796301 0.012218195584591907 -0.010594230221358214 -0.003312471848901852 0.017825603869325655 -0.0023588359338981351 0.0060196901266822232 0.0014851448601726077 -0.0013661127791860603 -0.00010079006989074262 0.0035607773565985009
leaf_weight=91 88 72 61 52 71 52 55 55 94 52 71 1095 271 55 53 52
leaf_count=91 88 72 61 52 71 52 55 55 94 52 71 1095 271 55 53 52
internal_value=0 0.00526609 0.00479414 7.05841e-05 -0.00164144 0.00514121 0.00525514 -0.000148135 0.0019549 0.00551107 0.00520839 0.00558855 0.0051214 0.00474664 -0.00546131 0.00101147
internal_weight=0 1765 1674 575 432 1613 143 380 272 1541 1489 1418 1366 178 108 107
internal_count=2340 1765 1674 575 432 1613 143 380 272 1541 1489 1418 1366 178 108 107
is_linear=0
shrinkage=0.16829


Tree=5960
num_leaves=27
num_cat=0
split_feature=4 12 12 2 39 15 4 0 0 39 12 0 12 1456 2 4 0 0 0 403 160 2 0 133 15 133
split_gain=7.60883 3.90176 1.59283 1.36287 1.80285 0.745637 0.837906 0.639001 0.621303 0.523137 0.441835 0.29194 0.273331 0.265465 0.170594 0.314913 0.342439 0.226468 0.13495 0.181628 0.132564 0.129985 0.119086 0.111158 0.0976157 0.0817456
threshold=0.30163500000000004 0.077755000000000005 0.090255000000000016 0.10981000000000002 0.082470000000000016 -0.42759999999999992 0.42098500000000005 -0.07385499999999999 -0.10023499999999998 0.084155000000000021 0.13071000000000002 -0.12608499999999997 0.083785000000000012 -0.080829999999999985 0.11252000000000002 0.053255000000000004 -0.07304999999999999 0.11535000000000002 -0.087614999999999985 -0.121015 -0.082244999999999985 0.088745000000000004 -0.091054999999999983 0.044405000000000007 0.097545000000000007 0.024130000000000002
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 3 12 4 8 9 -7 -6 -1 -2 14 -5 23 -14 15 16 24 -18 21 -20 -21 22 -15 -3 -4 -16
right_child=5 2 10 11 7 6 -8 -9 -10 -11 -12 -13 13 18 25 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0011085798546973387 0.0010038244095953725 0.0016901841826421581 0.0013297705449735462 0.00048176627388379055 0.0010123842959747678 0.00069334331717672696 0.00014000442148033723 0.0005046354507420688 0.0014964910763394764 0.00057024436870932926 0.00092264993134020406 0.00080679089868213917 0.0012062454789286358 0.0014851175500170666 0.0014489784650211139 0.0010383503025104693 0.001064631814300315 0.0013182935846345967 0.0012781619029141606 0.0013455927307622719 0.0015072316286934481 0.0012190555280121699 0.0013020427997751118 0.0014647337626819653 0.0011855741648689169 0.0012629915820945099
leaf_weight=101 69 52 303 52 52 67 54 57 83 55 54 74 76 88 56 98 148 54 61 73 314 65 79 52 68 58
leaf_count=101 69 52 303 52 52 67 54 57 83 55 54 74 76 88 56 98 148 54 61 73 314 65 79 52 68 58
internal_value=0 0.00124616 0.00131655 0.000960654 0.00108426 0.000631621 0.00044669 0.000747187 0.00128375 0.000811795 0.00121397 0.000672933 0.00141659 0.00139437 0.00123396 0.0012134 0.00124328 0.00113262 0.00141534 0.00144986 0.00147683 0.00134854 0.00139872 0.0015778 0.00130344 0.00135466
internal_weight=0 2118 1699 419 293 245 121 109 184 124 839 126 860 756 785 671 573 202 680 448 387 232 167 104 371 114
internal_count=2363 2118 1699 419 293 245 121 109 184 124 839 126 860 756 785 671 573 202 680 448 387 232 167 104 371 114
is_linear=0
shrinkage=0.0032998


Tree=5961
num_leaves=25
num_cat=0
split_feature=12 12 3 43 3 12 15 123 43 48 15 12 49 132 43 3 483 49 12 12 47 0 12 3
split_gain=7.85928 2.64528 2.56063 2.91553 1.48423 1.40755 1.22219 0.920361 0.673318 0.621104 0.487132 0.333978 0.31281 0.202729 0.221895 0.313014 0.182146 0.28954 0.195851 0.201452 0.14055 0.135424 0.111876 0.102757
threshold=0.077755000000000005 0.14472000000000004 0.31343500000000007 -0.031974999999999996 0.11745500000000002 0.090255000000000016 -1.0000000180025095e-35 0.089295000000000013 -0.086809999999999984 0.037750000000000006 -0.14798499999999998 0.083785000000000012 -0.006494999999999999 0.10512500000000001 -0.11278499999999998 -0.14162499999999997 1.0000000180025095e-35 -0.011109999999999998 0.086795000000000011 0.085845000000000019 0.091680000000000011 -0.088374999999999995 0.089475000000000013 -0.088534999999999989
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 5 3 7 6 11 9 8 -1 -5 -7 23 -10 14 -12 -16 17 -13 19 -19 -17 -18 -20 -2
right_child=1 -3 -4 4 -6 10 -8 -9 12 -11 13 16 -14 -15 15 20 21 18 22 -21 -22 -23 -24 -25
leaf_value=0.00092845087712891316 0.0015370593189322095 0.00040140646652983406 0.00016127560238029834 0.00075735296214306442 0.0005906736288000422 0.0007497670718559598 0.0014517633472085779 0.0001334204990673496 0.00064686382876499014 0.0011791574305051455 0.00094642912125002699 0.0010554427308867647 0.00028489246480541488 0.00089601081268964088 0.0013395170433129345 0.0011137788254651246 0.0012082893197124293 0.0012810149420601866 0.0011859674376922685 0.0014856937078478732 0.00094429352832294054 0.00097567440465011425 0.0013470145349015921 0.0013204801406574039
leaf_weight=52 52 52 83 85 77 52 80 58 53 70 95 76 52 61 65 501 64 177 249 79 63 52 63 52
leaf_count=52 52 52 83 85 77 52 80 58 53 70 95 76 52 61 65 501 64 177 249 79 63 52 63 52
internal_value=0 0.00113558 0.000700529 0.000785392 0.000989246 0.001158 0.00111969 0.000489403 0.000620689 0.000948073 0.00106128 0.00125166 0.000467937 0.00108187 0.00109748 0.00112024 0.00122733 0.00124943 0.00127532 0.00134432 0.00109491 0.00110432 0.0012186 0.00142911
internal_weight=0 1753 610 527 312 1701 235 215 157 155 837 864 105 785 724 629 760 644 568 256 564 116 312 104
internal_count=2363 1753 610 527 312 1701 235 215 157 155 837 864 105 785 724 629 760 644 568 256 564 116 312 104
is_linear=0
shrinkage=0.0032998


Tree=5962
num_leaves=22
num_cat=0
split_feature=1 4 1 3 1 4 43 14 1213 14 4 3 3 42 4 4 1 16 43 4 4
split_gain=16.0333 2.40136 2.01768 1.60107 0.840751 0.764476 0.734872 0.445148 0.405142 0.39389 0.326155 0.837155 0.537886 0.286464 0.275004 0.225517 0.223647 0.138902 0.126075 0.107582 0.112986
threshold=0.10752500000000002 0.27161500000000005 0.14846500000000004 -0.046329999999999989 0.091785000000000019 0.22738500000000003 -0.081694999999999976 0.076175000000000007 -0.082254999999999981 -1.0000000180025095e-35 -0.11205499999999999 -0.050489999999999993 0.081640000000000004 0.086895000000000014 0.005935000000000001 -0.013024999999999998 0.13604000000000002 -0.15135499999999999 -0.0079299999999999978 -0.074479999999999977 -0.49269499999999994
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 4 3 5 7 -2 -6 8 13 -5 11 -10 14 18 -12 19 17 -11 -1 20 -8
right_child=2 -3 -4 9 6 -7 15 -9 10 16 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0017095837529729303 0.0014302094633301191 0.00087426861484598824 0.00022849772214086396 0.0009976977713753016 0.0010790991198640302 0.00092064185633645014 0.0016062667231584794 0.0018657588893154812 0.001077255067701304 0.00087840379789861668 0.0016109576113017645 0.0016725056307050586 0.0012428169486969002 0.0015829022090660286 0.0014765385857236847 0.0013416919011312151 0.00050107540193161128 0.00066065293499239564 0.0019446008418398512 0.0016843546004905461 0.0013838274834698198
leaf_weight=52 75 58 53 58 63 57 53 62 52 59 928 52 53 99 211 86 53 75 57 52 55
leaf_count=52 75 58 53 58 63 57 53 62 52 59 928 52 53 99 211 86 53 75 57 52 55
internal_value=0 0.00153694 0.000832238 0.00091702 0.00155742 0.00121044 0.00139915 0.00158862 0.00157717 0.000758792 0.00155518 0.00137522 0.00157085 0.00171403 0.00158609 0.00148098 0.000684504 0.000756791 0.00183281 0.00155562 0.00149331
internal_weight=0 1933 430 377 1875 132 309 1566 1504 245 1296 104 1192 208 1139 246 187 134 109 160 108
internal_count=2363 1933 430 377 1875 132 309 1566 1504 245 1296 104 1192 208 1139 246 187 134 109 160 108
is_linear=0
shrinkage=0.0032998


Tree=5963
num_leaves=26
num_cat=0
split_feature=3 3 43 12 3 12 12 12 12 160 3 16 43 11 51 49 151 16 133 16 133 43 160 3 3
split_gain=4.72497 1.44681 1.35233 1.04939 1.01015 0.856632 0.383655 0.331323 0.217525 0.215354 0.36272 0.223442 0.213764 0.207201 0.253904 0.202424 0.212271 0.178366 0.174316 0.167801 0.151257 0.162578 0.146095 0.143811 0.0557824
threshold=-0.058704999999999993 0.31534000000000006 -0.033174999999999989 0.077755000000000005 0.11745500000000002 0.090175000000000019 -0.085209999999999994 0.084055000000000005 0.10823500000000001 -0.087004999999999985 0.086245000000000016 -0.055679999999999993 -0.081474999999999992 0.080455000000000013 -0.08860999999999998 -0.0063599999999999985 -0.077959999999999988 -0.092364999999999989 0.10421000000000001 -0.082084999999999991 0.087425000000000017 -0.013089999999999999 -0.081539999999999987 -0.070889999999999995 0.149315
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 6 -1 9 7 12 22 13 -4 11 -11 -2 14 -7 16 -9 -16 20 -19 21 -17 -5 -10 -6
right_child=1 -3 4 5 24 8 -8 15 23 10 -12 -13 -14 -15 17 18 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00068390999508750601 0.00095831143356235821 0.00038618986961562208 0.0013005312993869902 0.0012358464107233326 0.00064457244386726461 0.00091300656789117403 0.00052133211051328602 0.00091936248524860135 0.00084562136865687192 0.001028826310341434 0.00090265829301736534 0.0013223973051567353 0.00067296555665800136 0.0012765930767107837 0.00097274538810348372 0.0011559337763444139 0.0012033960206593811 0.0012986538145974267 0.0010435434244387815 0.0011137547995087901 0.0014039682887165277 0.001283315153152184 0.0014551299208093291 0.0010698054178312423 0.00080153262644524332
leaf_weight=52 52 75 52 55 52 81 103 53 65 56 92 61 67 73 84 205 67 66 52 361 63 259 97 65 55
leaf_count=52 52 75 52 55 52 81 103 53 65 56 92 61 67 73 84 205 67 66 52 361 63 259 97 65 55
internal_value=0 0.000818728 0.000873652 0.00114709 0.000996551 0.0011617 0.000669768 0.00123476 0.00108345 0.0011075 0.00105931 0.00118219 0.000797951 0.00110793 0.00108707 0.00120399 0.00107824 0.00111459 0.00122999 0.00114242 0.00124832 0.00122711 0.00137602 0.000957984 0.000725582
internal_weight=0 665 590 1698 368 1646 222 851 795 261 209 117 119 665 592 699 120 511 579 427 527 464 152 130 107
internal_count=2363 665 590 1698 368 1646 222 851 795 261 209 117 119 665 592 699 120 511 579 427 527 464 152 130 107
is_linear=0
shrinkage=0.0032998


Tree=5964
num_leaves=25
num_cat=0
split_feature=1 1 12 124 12 147 1 49 1 43 11 133 15 15 43 1453 48 133 1 15 43 43 43 15
split_gain=17.0214 2.51973 2.74173 2.24395 1.15354 1.16657 0.666488 0.501055 0.488931 0.473497 0.322447 0.377937 0.606453 0.602724 0.283722 0.355828 0.432543 0.328881 0.222998 0.220027 0.139935 0.102354 0.0474866 0.0176411
threshold=0.10752500000000002 0.13630500000000004 0.085090000000000013 -0.080494999999999983 0.090175000000000019 0.08598500000000002 0.14846500000000004 0.10470500000000001 0.098420000000000021 -0.078654999999999989 0.080455000000000013 0.078935000000000019 0.082365000000000008 -0.071974999999999983 -0.086304999999999979 -0.077384999999999995 0.083570000000000019 1.0000000180025095e-35 0.11684000000000001 0.090125000000000011 0.053035000000000006 -0.097279999999999991 -0.038674999999999994 -0.045404999999999994
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 9 -1 5 8 -3 10 14 -2 11 12 13 -6 17 -16 -17 -5 -11 23 -14 -19 -21 -13
right_child=1 6 -4 4 7 -7 -8 -9 -10 18 -12 19 20 -15 15 16 -18 21 -20 22 -22 -23 -24 -25
leaf_value=0.0009867421515555128 0.00048101538458468501 0.00061961797440063064 0.0014132766569494642 0.0013669120254164442 0.0013972412997500822 0.0011594138151125887 0.00014604718536300856 0.0012130855839183276 0.0013385914065808524 0.00099342189755391203 0.0017077053029160307 0.0016156906401372114 0.0015716518239226841 0.00098487166076271148 0.001431233347077505 0.0017497650561527605 0.001521434067261911 0.0017683499519228895 0.00072218150029718152 0.0013942835977509259 0.0013661482187843214 0.0015697747202331502 0.0015328780798456354 0.0017193031491133293
leaf_weight=79 54 84 103 69 109 56 53 83 53 63 67 54 150 61 53 618 109 54 73 60 52 74 70 62
leaf_count=79 54 84 103 69 109 56 53 83 53 63 67 54 150 61 53 618 109 54 73 60 52 74 70 62
internal_value=0 0.000806539 0.000979361 0.00153262 0.00155586 0.00162536 0.000436669 0.00145753 0.00165065 0.000743948 0.0014871 0.00146313 0.00139589 0.00124948 0.00166755 0.0016963 0.00171558 0.00155351 0.000848089 0.00156467 0.00151892 0.00165382 0.00146918 0.00167137
internal_weight=0 430 293 1933 1854 1086 137 768 1030 190 685 618 372 170 977 780 727 197 136 246 202 128 130 116
internal_count=2363 430 293 1933 1854 1086 137 768 1030 190 685 618 372 170 977 780 727 197 136 246 202 128 130 116
is_linear=0
shrinkage=0.0032998


Tree=5965
num_leaves=23
num_cat=0
split_feature=1 0 43 3 12 3 401 13 43 4 12 52 151 42 130 42 1429 42 402 1 1 3
split_gain=0.454074 0.334198 0.41931 0.236266 0.282407 0.216494 0.215416 0.173834 0.166954 0.20501 0.219789 0.16078 0.149758 0.144321 0.147549 0.135258 0.155775 0.127164 0.126654 0.0874602 0.0831356 0.0486316
threshold=0.095695000000000016 -0.14454499999999995 0.055170000000000004 -0.049509999999999992 0.081420000000000006 0.31343500000000007 0.10910000000000002 -0.077759999999999982 -0.08725999999999999 -0.14538499999999996 0.094045000000000004 0.048675000000000003 -0.0064299999999999991 -0.089429999999999996 0.09567500000000001 0.10909000000000001 0.086095000000000019 0.095650000000000013 -0.038594999999999997 0.11323000000000001 0.084755000000000011 -0.092904999999999988
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 12 5 4 -1 7 13 19 -9 -10 -11 20 -2 14 21 16 17 -15 -17 -3 -5 -6
right_child=1 2 -4 11 6 -7 -8 8 9 10 -12 -13 -14 15 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=-0.0024476906040814253 0.0046009633074711679 0.017512094956360445 0.019798379099474229 0.016427889447054568 0.021199997158902376 -0.0043408922288247142 0.0019595724568564404 0.012990523772171615 0.0098853350179295887 -0.0054028621531533993 0.0064312145011119707 0.023206208973495249 -0.0062414537244146378 0.0093752239166696658 0.0075597403755790198 0.0098452911648486997 0.01746392862846315 0.0023386205286784509 0.021408137926814754 0.0078904053607883953 0.009010080303168716 0.014885811573003463
leaf_weight=52 62 54 67 92 64 55 86 59 85 100 80 58 86 886 58 55 63 80 54 55 83 83
leaf_count=52 62 54 67 92 64 55 86 59 85 100 80 58 86 886 58 55 63 80 54 55 83 83
internal_value=0 0.00540847 0.0073039 0.0104938 0.00970689 0.00558479 0.0101504 0.0068497 0.00488488 0.00307345 -0.000133291 0.0154882 -0.00168722 0.0106736 0.0148019 0.00992837 0.00932688 0.00879434 0.0155902 0.0126736 0.01292 0.0176471
internal_weight=0 703 555 1714 1481 488 1429 433 324 265 180 233 148 1343 205 1138 1029 966 109 109 175 147
internal_count=2417 703 555 1714 1481 488 1429 433 324 265 180 233 148 1343 205 1138 1029 966 109 109 175 147
is_linear=0
shrinkage=0.16829


Tree=5966
num_leaves=30
num_cat=0
split_feature=1 52 12 1 10 376 150 50 159 12 16 4 4 52 15 133 159 12 1 12 52 400 15 50 49 133 15 159 4
split_gain=16.0482 2.82809 1.5502 1.69556 1.52141 0.922725 0.827391 0.662997 0.751315 0.639971 0.626758 0.637578 0.445677 0.257609 0.202267 0.205595 0.216571 0.198295 0.358004 0.173125 0.172181 0.170073 0.148295 0.139808 0.130716 0.163434 0.103423 0.0876116 0.047789
threshold=0.10538500000000002 -0.40011499999999994 0.077755000000000005 0.087070000000000022 -0.089679999999999982 0.083785000000000012 1.0000000180025095e-35 0.099450000000000011 0.10331000000000001 0.10222500000000002 -0.013125 0.40945500000000007 -0.082184999999999994 0.0033500000000000005 -0.089104999999999976 0.085785000000000014 0.087575000000000014 0.091735000000000025 0.079415000000000013 0.11844 0.026115000000000003 -0.0064499999999999991 1.0000000180025095e-35 0.093975000000000017 0.082565000000000013 0.08457000000000002 -0.012299999999999997 -1.0000000180025095e-35 -0.088319999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 -3 7 -5 8 10 12 11 -6 17 -1 24 16 22 18 21 26 23 -4 -16 -17 -14 -26 -11 -22 -23
right_child=1 4 9 6 5 -7 -8 -9 -10 19 -12 -13 14 -15 15 20 -18 -19 -20 -21 27 28 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0014623608630880414 0.0015794203070954114 0.00028775904455017638 0.0015581539822221606 0.0012779312451591781 0.0011293117611231062 0.00047784972320134275 0.00078158190936873466 0.0012738537074043349 0.0011493185649617504 0.0013624079703597049 0.00049298937119983323 0.00069938977321773682 0.001379551102630684 0.0017580261458050742 0.0014201865063720215 0.0017702858522383646 0.0017403723103125498 0.0018409128636147484 0.001427599067506296 0.0012542733280909567 0.0016586242563888728 0.0018514790706183691 0.0015592592702989361 0.0015814824276535952 0.0016864462822943074 0.0014273800582667402 0.0015502317971537052 0.0014745899628488719 0.0017239139128616264
leaf_weight=93 56 57 62 87 66 58 64 52 77 63 64 89 100 52 134 143 54 84 62 64 54 58 265 68 53 60 78 75 125
leaf_count=93 56 57 62 87 66 58 64 52 77 63 64 89 100 52 134 143 54 84 62 64 54 58 265 68 53 60 78 75 125
internal_value=0 0.000878384 0.00153337 0.00131326 0.000793517 0.000864436 0.00106779 0.000928766 0.000868023 0.00157401 0.000768959 0.000882681 0.00159946 0.00156864 0.00156226 0.00158708 0.00153987 0.00169506 0.00165504 0.00140046 0.00164987 0.00171245 0.00151264 0.00170961 0.00146972 0.0015492 0.00146656 0.0015519 0.00176454
internal_weight=0 519 1898 296 463 406 151 348 296 1602 219 155 1397 145 1006 793 453 391 307 205 340 245 399 211 213 113 141 129 183
internal_count=2417 519 1898 296 463 406 151 348 296 1602 219 155 1397 145 1006 793 453 391 307 205 340 245 399 211 213 113 141 129 183
is_linear=0
shrinkage=0.0032998


Tree=5967
num_leaves=18
num_cat=0
split_feature=15 3 123 42 15 3 52 15 49 132 447 47 15 3 403 3 3
split_gain=11.2369 6.11806 2.80209 0.945893 1.04312 1.06803 0.920888 0.788547 0.687532 0.643673 0.680042 0.495562 0.312865 0.291691 0.179465 0.234807 0.22832
threshold=-0.24269999999999997 0.10812000000000001 0.081180000000000016 0.128055 0.03981500000000001 -0.14265999999999998 0.12371000000000001 -0.4680149999999999 -0.046979999999999987 0.082230000000000011 0.084065000000000015 0.11069000000000002 -0.077809999999999976 -0.013119999999999998 -0.072624999999999981 -0.091649999999999995 -0.065004999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 9 -6 7 -1 -3 10 11 -2 -11 -4 15 -7 -16
right_child=1 8 13 -5 5 14 -8 -9 -10 12 -12 -13 -14 -15 16 -17 -18
leaf_value=0.00091295245734724143 0.0016497090913704126 0.00060571761172233823 0.00091614854566970851 0.0012122675439733858 0.0021975851598780446 0.0019676980929757963 0.001141224831127229 0.00043904206247966755 0.0010788525865779179 0.001515609852380243 0.0012386350569519517 0.0013201196781081764 0.0011571587677289203 0.0012579022243220373 0.0016338877665368289 0.0017264050021354534 0.0018699478712153393
leaf_weight=66 838 52 52 56 52 55 53 92 96 55 52 54 54 60 394 283 53
leaf_count=66 838 52 52 56 52 55 53 92 96 55 52 54 54 60 394 283 53
internal_value=0 0.00156142 0.00160804 0.00163729 0.00164986 0.00173724 0.000763991 0.000637228 0.000912854 0.00158038 0.00160829 0.0016298 0.00133835 0.00109955 0.0017067 0.00176577 0.00166196
internal_weight=0 2206 2058 1946 1890 837 211 158 148 1053 944 892 109 112 785 338 447
internal_count=2417 2206 2058 1946 1890 837 211 158 148 1053 944 892 109 112 785 338 447
is_linear=0
shrinkage=0.0032998


Tree=5968
num_leaves=28
num_cat=0
split_feature=1 3 4 4 1 49 15 0 132 1 1 15 43 4 15 4 4 15 13 49 4 4 4 43 0 4 1213
split_gain=16.3505 3.37364 1.38558 1.33833 1.25184 0.738634 0.601235 0.465427 0.613356 0.441224 0.398907 0.308506 0.29122 0.363964 0.349053 0.240597 0.238249 0.219665 0.384272 0.192045 0.221213 0.18961 0.180878 0.20115 0.148024 0.0868291 0.0559946
threshold=0.104035 -0.049204999999999992 0.26665000000000005 0.41181500000000004 0.13554500000000003 0.018515000000000004 -0.41880499999999993 -0.079249999999999987 0.082150000000000015 0.096255000000000021 0.11332500000000002 -0.052259999999999994 -0.013089999999999999 -0.085574999999999984 -0.11664999999999999 -0.42305999999999994 -0.085154999999999995 -1.0000000180025095e-35 -0.089024999999999979 -0.072214999999999988 0.020345000000000005 0.0017200000000000002 -0.068484999999999976 -0.072174999999999975 -0.07385499999999999 0.27287000000000006 -0.011424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 10 5 11 -6 9 15 12 -2 25 13 26 -14 -9 -17 21 -19 -15 -21 -16 24 -24 -18 -3 -1
right_child=1 4 -4 -5 6 -7 -8 8 -10 -11 -12 -13 14 19 17 16 22 18 -20 20 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0015262976206318476 0.0015020068514890251 0.0010496838795826897 0.00088851218244082291 0.00070082270868037971 0.00055754074370945874 0.00040181573248736316 0.00010902778940003518 0.0015495498204168873 0.0010661742773309293 0.0011976601887830976 0.001134705391299362 0.00065000316851543589 0.0018083863778686248 0.0015806772043844726 0.001238154895041197 0.0011626129093058411 0.0014015759245782926 0.0013959341834490909 0.0016333290932320705 0.0014064660392811279 0.0011736222132993938 0.0015265202615871122 0.0014349394912429795 0.0012377465196120091 0.0016217125426090497 0.00085234832320724944 0.0016838154185126269
leaf_weight=55 62 52 52 57 62 56 69 98 69 61 70 59 52 62 52 57 91 111 243 416 52 52 118 117 58 52 62
leaf_count=55 62 52 52 57 62 56 69 98 69 61 70 59 52 62 52 57 91 111 243 416 52 52 118 117 58 52 62
internal_value=0 0.000769259 0.00142143 0.00112472 0.000577212 0.000729969 0.00032157 0.00143658 0.00136126 0.00147415 0.00130749 0.000842493 0.0014887 0.00144143 0.0015486 0.00139897 0.00136542 0.00151903 0.00155899 0.00140413 0.00138067 0.00138268 0.00139544 0.00133691 0.0014875 0.000951355 0.00161007
internal_weight=0 539 1878 189 350 219 131 1826 608 1218 132 163 1157 647 510 539 441 458 354 530 468 104 384 235 149 104 117
internal_count=2417 539 1878 189 350 219 131 1826 608 1218 132 163 1157 647 510 539 441 458 354 530 468 104 384 235 149 104 117
is_linear=0
shrinkage=0.0032998


Tree=5969
num_leaves=21
num_cat=0
split_feature=2 2 2 0 2 14 0 30 16 13 2 11 13 0 16 157 0 16 16 2
split_gain=17.6511 6.676 4.51584 4.02205 1.59378 1.5256 1.39823 1.10143 0.605135 0.549082 0.429826 0.360888 0.447615 0.340422 0.338476 0.251247 0.250543 0.211296 0.183632 0.158456
threshold=0.13290500000000002 -1.0000000180025095e-35 0.099675000000000014 -0.13740499999999997 0.17000000000000001 0.062655000000000016 -0.074754999999999988 0.086065000000000016 0.21684500000000004 -0.089189999999999978 0.088975000000000012 0.081790000000000015 0.0083850000000000018 -0.11327499999999999 -0.14839499999999997 -0.079969999999999986 -0.079604999999999995 -0.083104999999999984 0.024125000000000004 0.084735000000000019
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 7 5 17 6 8 -2 -1 10 -5 14 12 18 -12 -3 -16 -15 -4 -11 -10
right_child=4 2 3 9 -6 -7 -8 -9 19 11 13 -13 -14 16 15 -17 -18 -19 -20 -21
leaf_value=0.0010542643349248763 0.00025756658238407259 0.0014348320432162791 0.0007032737205257553 0.0011618310488213444 6.054784539606276e-05 0.0021672171072446675 0.00093299954460168873 0.00047097213058322913 0.0012947793576467996 0.0016656713662157976 0.0013034541239856751 0.001760783094695412 0.0012517369202720025 0.0016734741888926685 0.0015662275528626991 0.00172639111678976 0.0014853858842505023 0.00096430615961326028 0.0014509442076991637 0.0015254036280326106
leaf_weight=103 52 56 80 54 62 60 94 54 64 92 52 59 74 192 130 775 138 61 91 74
leaf_count=103 52 56 80 54 62 60 94 54 64 92 52 59 74 192 130 775 138 61 91 74
internal_value=0 0.00151018 0.00156038 0.00129125 0.000504422 0.00164961 0.000692676 0.000853866 0.00162861 0.00147209 0.00165016 0.00152499 0.00147073 0.00155534 0.00168781 0.00170342 0.00159493 0.000816453 0.00155909 0.0014187
internal_weight=0 2209 2052 511 208 1541 146 157 1481 370 1343 316 257 382 961 905 330 141 183 138
internal_count=2417 2209 2052 511 208 1541 146 157 1481 370 1343 316 257 382 961 905 330 141 183 138
is_linear=0
shrinkage=0.0032998


Tree=5970
num_leaves=23
num_cat=0
split_feature=1 1 3 4 40 4 42 16 1 1 2 481 2 133 159 156 2 474 3 0 403 4
split_gain=23.6152 3.88614 2.20454 1.94673 1.83788 1.08232 0.872181 0.582406 0.570926 0.556375 0.460317 0.45707 0.323562 0.309053 0.292031 0.356407 0.27278 0.249061 0.184716 0.242314 0.174795 0.172851
threshold=0.10574000000000001 0.13630500000000004 -0.025669999999999995 0.39574000000000004 -0.024094999999999995 0.24726500000000004 0.11551500000000002 -0.085314999999999988 0.11670500000000002 0.11646000000000002 0.088745000000000004 -0.048124999999999994 0.074875000000000011 0.40438500000000005 0.082200000000000009 0.10499000000000001 0.085145000000000012 0.084795000000000023 -0.076554999999999998 -0.08176499999999999 -0.090624999999999983 0.0011850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 -1 6 10 -3 21 -2 12 -12 18 -8 15 -13 20 -18 19 -6 -14 -4
right_child=1 7 8 -5 5 -7 13 -9 -10 -11 11 14 16 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0013013725935411952 0.0018293822789728388 0.00024208843662817841 0.00088651309496613176 0.00086801777583708566 0.0019032759073861656 0.0013093372339258891 0.001322927402566499 0.00069763264112964515 0.00065876475533771983 0.0013755645806102453 0.0020140933971048414 0.0016555549776845965 0.0021554280063683755 0.0016766090799469691 0.0018963384073040024 0.0019449378221764442 0.0018000140756925052 0.002048820027030667 0.0016134846649861279 0.0016662357423284347 0.0019360332694159353 0.0011606727749147354
leaf_weight=96 62 73 52 57 128 54 55 53 86 58 62 483 53 56 85 53 306 54 73 80 213 52
leaf_count=96 62 73 52 57 128 54 55 53 86 58 62 483 53 56 85 53 306 54 73 80 213 52
internal_value=0 0.000934447 0.00110617 0.00137148 0.00174733 0.00177171 0.00178637 0.000433986 0.000858831 0.00161033 0.00180622 0.00174068 0.00185553 0.00150168 0.00171332 0.00168424 0.00189802 0.00183743 0.00176076 0.00181228 0.00197988 0.00102393
internal_weight=0 493 367 177 1851 1755 1701 126 190 120 1590 683 907 111 621 536 626 360 281 208 266 104
internal_count=2344 493 367 177 1851 1755 1701 126 190 120 1590 683 907 111 621 536 626 360 281 208 266 104
is_linear=0
shrinkage=0.0032998


Tree=5971
num_leaves=22
num_cat=0
split_feature=4 1 49 12 12 11 1 1 0 4 12 0 47 42 49 4 4 43 1 1 0
split_gain=22.7629 5.3955 2.56245 1.86806 1.48342 1.49485 1.09745 0.886757 0.915554 0.606705 0.592719 0.59257 0.577869 0.486882 0.481214 0.31965 0.677677 0.22061 0.195705 0.193914 0.0986093
threshold=0.30163500000000004 0.10282000000000001 -0.036809999999999996 0.085090000000000013 0.11769500000000001 1.0000000180025095e-35 0.14602500000000004 0.087070000000000022 -0.10023499999999998 0.51743500000000009 0.091545000000000015 -0.071339999999999987 0.089785000000000018 0.08870500000000002 0.096010000000000012 0.046720000000000005 -0.0086449999999999982 -0.013819999999999997 0.088950000000000015 0.11332500000000002 -0.10803999999999998
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 4 -3 -4 5 7 9 10 -9 13 15 18 -5 19 17 16 -1 -12 -10 -2 -17
right_child=6 2 3 12 -6 -7 -8 8 11 -11 14 -13 -14 -15 -16 20 -18 -19 -20 -21 -22
leaf_value=0.0017929139071105804 0.00092261335958786087 0.00083819945909209927 0.0011048024546995254 0.0019605824467836025 0.0012113945359392593 0.0021747430483969096 0.00022398758743743673 0.0012491685824236164 0.0015685179880746726 0.0010515319812609224 0.0018093682666216985 0.0013623746346717884 0.0014893290611551577 0.00039096092518230711 0.0014549067867826381 0.0017566761648011707 0.0020231351231829574 0.0016177065644351943 0.0018022333211121329 0.00063669162270888987 0.0015437550104013137
leaf_weight=605 53 102 84 65 56 90 53 70 54 56 173 55 52 53 91 52 185 114 175 53 53
leaf_count=605 53 102 84 65 56 90 53 70 54 56 173 55 52 53 91 52 185 114 175 53 53
internal_value=0 0.00167234 0.00126498 0.00148138 0.00174193 0.00175922 0.000650232 0.00173621 0.00158918 0.000755142 0.00177707 0.00167286 0.00175144 0.000650532 0.00166642 0.00182376 0.00184687 0.00173336 0.00174728 0.000779985 0.00164954
internal_weight=0 2076 303 201 1773 1717 268 1627 354 215 1273 284 117 159 378 895 790 287 229 106 105
internal_count=2344 2076 303 201 1773 1717 268 1627 354 215 1273 284 117 159 378 895 790 287 229 106 105
is_linear=0
shrinkage=0.0032998


Tree=5972
num_leaves=15
num_cat=0
split_feature=2 4 42 1427 4 150 4 160 51 12 160 150 49 39
split_gain=0.794897 0.391825 0.221743 0.184973 0.183274 0.163643 0.156601 0.145581 0.24623 0.179742 0.149586 0.132742 0.10461 0.102686
threshold=0.16730000000000003 0.39574000000000004 0.11551500000000002 0.08486500000000001 0.50609000000000004 0.091105000000000005 -0.074219999999999994 0.051820000000000005 0.11178000000000002 -0.011819999999999999 0.086075000000000013 0.11188000000000002 0.0043350000000000012 0.089650000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 7 -4 8 9 -1 -9 -7 -12 -6
right_child=-2 4 6 -5 13 11 -8 10 -10 -11 12 -13 -14 -15
leaf_value=0.0069881671705303121 -0.0066345017055138202 0.001546364054980996 0.012829982695791942 0.024405365428783552 0.015372305049970595 0.0042178116428040098 0.0009858492528737519 0.024980717948179482 0.0061524069744335113 0.015205065635060399 0.01369045316387192 0.015211864387570197 0.022164804769476281 0.0055155993694266025
leaf_weight=81 57 103 69 54 71 79 59 72 103 1280 153 52 58 53
leaf_count=81 57 103 69 54 71 79 59 72 103 1280 153 52 58 53
internal_value=0 0.0134644 0.0141964 0.0146467 0.00681334 0.0143652 0.00738461 0.0147968 0.014116 0.0147174 0.0183124 0.00859558 0.0160284 0.0111738
internal_weight=0 2287 2060 1932 227 1878 128 1747 1464 1361 283 131 211 124
internal_count=2344 2287 2060 1932 227 1878 128 1747 1464 1361 283 131 211 124
is_linear=0
shrinkage=0.16829


Tree=5973
num_leaves=26
num_cat=0
split_feature=4 3 1 1 2 2 2 12 4 15 13 16 15 13 16 16 15 4 12 1 15 13 15 3 4
split_gain=28.4412 7.61165 3.03373 1.12997 0.832063 0.657235 0.619402 1.0084 0.587419 0.307649 0.268744 0.264921 0.242495 0.240082 0.254812 0.207095 0.565473 0.225495 0.167261 0.163135 0.143372 0.205753 0.125186 0.0851711 0.00150115
threshold=0.30163500000000004 -0.063814999999999997 0.10124500000000002 0.13301500000000002 0.091205000000000008 0.10406500000000002 0.11891500000000001 -1.0000000180025095e-35 0.0047850000000000011 -0.44206999999999991 -0.077849999999999989 -1.0000000180025095e-35 -0.46503999999999995 -0.09113499999999998 0.052555000000000011 0.15737500000000001 0.091305000000000011 -0.21586499999999997 0.089835000000000012 0.087135000000000004 0.087720000000000006 -0.08131999999999999 -0.046449999999999998 -0.08632999999999999 -0.042544999999999993
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=1 4 5 12 8 11 7 -4 13 -5 22 19 -2 -1 20 16 -12 -17 -10 -3 23 -22 -6 -15 -16
right_child=3 2 6 9 10 -7 -8 -9 18 -11 15 -13 -14 14 24 17 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0070896888271615235 0.0059613723206422093 0.0066839811921980885 0.0059012516231043708 0.0055057946901605837 0.0067264963324245863 0.0063176745305836219 0.0057677339507114563 0.0065003585834474903 0.0067888317258151462 0.0051393907811565073 0.0064024451449745511 0.0068397511383623795 0.0056667772216555425 0.0069021519042618456 0.0066631959559791528 0.006924458541234641 0.0067683664218184504 0.0066365760875794141 0.0065009703702593813 0.0064257687272441877 0.0066678360127866033 0.0069069726144064232 0.0069499547039415036 0.0070051728887090903 0.0068006066549874825
leaf_weight=94 53 84 69 56 68 83 64 59 59 55 96 78 104 258 52 67 102 75 52 56 64 186 81 277 52
leaf_count=94 53 84 69 56 68 83 64 59 59 55 96 78 104 258 52 67 102 75 52 56 64 186 81 277 52
internal_value=0 0.00672666 0.00636758 0.00558356 0.00683847 0.00657565 0.00604121 0.00617768 0.00689036 0.00532456 0.00672232 0.00667371 0.00576645 0.00691698 0.00689867 0.00666705 0.00659113 0.00677266 0.0066543 0.00658095 0.00692068 0.00684589 0.00684821 0.00695556 0.00673224
internal_weight=0 2076 493 268 1583 301 192 128 1094 111 489 218 157 983 889 340 198 142 111 140 785 250 149 535 104
internal_count=2344 2076 493 268 1583 301 192 128 1094 111 489 218 157 983 889 340 198 142 111 140 785 250 149 535 104
is_linear=0
shrinkage=0.0032998


Tree=5974
num_leaves=22
num_cat=0
split_feature=4 3 3 3 3 3 4 39 52 0 4 16 0 156 52 15 13 15 0 0 0
split_gain=10.9109 3.31944 1.691 1.45616 1.06623 0.914605 0.990427 0.875902 0.793362 0.476824 0.405288 0.437697 0.304991 0.268419 0.255754 0.627131 0.246025 0.230308 0.200113 0.166195 0.0900046
threshold=0.27834500000000006 -0.063814999999999997 0.20828500000000003 -0.0035149999999999995 0.25468500000000005 0.091170000000000015 -0.057539999999999994 0.088025000000000006 -0.046924999999999988 -0.14216999999999999 0.053255000000000004 -0.095794999999999977 -0.07304999999999999 0.090100000000000013 -0.53937999999999986 0.03981500000000001 -0.0095949999999999976 0.087720000000000006 -0.10803999999999998 -0.071339999999999987 -0.096594999999999986
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 9 3 8 7 -5 -7 18 16 -1 11 -11 13 17 -14 -16 -3 -13 -2 -10 -12
right_child=4 2 -4 5 -6 6 -8 -9 19 10 20 12 14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0016521463956106974 0.00097866942978380245 0.00088028720489874901 0.00049212725394591104 0.0015481216059447811 0.00016724957883969163 0.0014351058390031056 0.00082225496366312469 0.00041911956212288109 0.0012304567389349213 0.0015769818251792525 0.0010905786935831692 0.0014294451420761212 0.0014158651211503785 0.0011484990384816819 0.0009877633820104014 0.0013632174732213643 0.00055780184816365836 0.0013175428444515719 0.00072011652382906848 0.00097743882323518398 0.0012570306515584985
leaf_weight=60 68 53 53 98 54 55 61 83 65 103 64 617 77 54 92 105 52 314 66 54 96
leaf_count=60 68 53 53 98 54 55 61 83 65 103 64 617 77 54 92 105 52 314 66 54 96
internal_value=0 0.00128735 0.00105001 0.00111744 0.000583031 0.0013125 0.00111313 0.000686335 0.000930929 0.00136098 0.00134948 0.00136811 0.001351 0.00137844 0.0012522 0.00118806 0.000720916 0.00139174 0.000851585 0.00111594 0.00119067
internal_weight=0 2073 491 438 271 214 116 217 224 1582 1522 1362 1259 985 274 197 105 931 134 119 160
internal_count=2344 2073 491 438 271 214 116 217 224 1582 1522 1362 1259 985 274 197 105 931 134 119 160
is_linear=0
shrinkage=0.0032998


Tree=5975
num_leaves=19
num_cat=0
split_feature=2 43 1446 10 43 51 133 15 12 2 483 11 2 42 48 51 51 15
split_gain=0.597347 0.424042 0.287791 0.23298 0.22608 0.279526 0.230508 0.199322 0.258506 0.192669 0.170043 0.143012 0.157339 0.141407 0.1391 0.097552 0.122093 0.185496
threshold=0.12454500000000002 -0.23919999999999997 0.10060500000000001 0.058500000000000003 -0.03750499999999999 0.055195000000000008 -0.0087299999999999982 0.090455000000000021 0.094185000000000005 0.10796500000000002 1.0000000180025095e-35 0.077415000000000012 0.093565000000000023 -0.049939999999999991 0.085775000000000004 0.10446500000000002 -0.041524999999999992 -0.37478999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 7 11 -7 9 -9 10 -3 12 -6 -1 -8 16 -2 -18
right_child=15 2 -4 -5 5 6 14 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=0.022087967215481261 0.01281409353354754 0.018384954426334744 0.029165415125688848 0.0062321752155817325 0.02101130604312388 0.021671360803704038 0.0022212957313177757 0.00092861492730006141 0.01639688386860385 0.0081728050625224351 0.010906146060099601 0.027195658523090992 0.015630199554910025 0.03431441664191421 0.013936739893063663 0.015008720587031709 0.011015026056800889 -0.0022942635624215368
leaf_weight=57 68 540 56 57 546 55 55 60 63 76 104 76 219 53 61 59 55 64
leaf_count=57 68 540 56 57 546 55 55 60 63 76 104 76 219 53 61 59 55 64
internal_value=0 0.0178006 0.0172298 0.0168793 0.0172055 0.0189084 0.0126774 0.0151591 0.00886599 0.0162317 0.01718 0.0201732 0.0194732 0.0279952 0.00839749 0.00901489 0.00711418 0.00384199
internal_weight=0 2078 1968 1912 1855 1012 171 843 123 720 644 841 765 110 116 246 187 119
internal_count=2324 2078 1968 1912 1855 1012 171 843 123 720 644 841 765 110 116 246 187 119
is_linear=0
shrinkage=0.16829


Tree=5976
num_leaves=21
num_cat=0
split_feature=4 2 11 48 2 49 4 2 2 2 15 4 15 133 48 4 1213 2 2 4
split_gain=11.2098 3.59442 2.00357 1.73784 1.39677 0.634907 0.510135 0.483991 0.402766 0.412661 0.315099 0.264402 0.21738 0.251014 0.195051 0.165978 0.152557 0.0629433 0.111841 0.0530287
threshold=0.27161500000000005 0.10161500000000002 1.0000000180025095e-35 0.082225000000000006 -0.0050599999999999994 -0.046979999999999987 -0.082184999999999994 0.12051500000000002 0.12708000000000003 0.093365000000000017 -0.013969999999999998 0.043850000000000007 -0.081479999999999983 -0.07218999999999999 0.087215000000000015 0.076415000000000025 -0.075109999999999982 0.088885000000000006 0.084635000000000016 -0.16270999999999997
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 2 4 7 -1 -5 16 10 9 -2 -3 12 14 -14 -8 -13 -6 18 -18 -12
right_child=8 3 -4 5 6 -7 11 -9 -10 -11 19 15 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.00099087090536766607 0.00059718205154459273 0.0012075311156875047 0.0019780897711977083 0.0006162050866674255 0.0014411831821645048 0.0010320963706248428 0.0016074300995457421 0.0010709289896084554 0.00050777639445812386 0.00092770288256749953 0.0015416767853440665 0.0011696709565472976 0.0015374091021947865 0.0013753481492687571 0.001425217730774636 0.0013951571757041487 0.0015671171494454929 0.001513564579083792 0.0017311166339533327 0.0013957168373175102
leaf_weight=74 79 84 78 69 87 97 144 86 103 88 66 70 136 521 126 80 117 71 86 62
leaf_count=74 79 84 78 69 87 97 144 86 103 88 66 70 136 521 126 80 117 71 86 62
internal_value=0 0.00138652 0.00146117 0.00113066 0.00143448 0.000859438 0.00145728 0.00128162 0.000671062 0.00077156 0.00136693 0.00142094 0.00144207 0.00140895 0.00152253 0.00129017 0.0015656 0.00160497 0.00163677 0.00147125
internal_weight=0 2054 1590 464 1512 166 1438 298 270 167 212 1077 927 657 270 150 361 274 203 128
internal_count=2324 2054 1590 464 1512 166 1438 298 270 167 212 1077 927 657 270 150 361 274 203 128
is_linear=0
shrinkage=0.0032998


Tree=5977
num_leaves=20
num_cat=0
split_feature=1 11 2 13 1 157 133 4 2 131 1456 1455 1 4 1203 1429 2 52 4
split_gain=0.605012 0.375235 0.469272 0.220507 0.199895 0.217131 0.153499 0.190543 0.164602 0.2052 0.144449 0.14591 0.136774 0.151232 0.0983801 0.0990005 0.334139 0.10251 0.146298
threshold=0.11869500000000001 1.0000000180025095e-35 0.097145000000000023 -0.10899499999999999 0.091785000000000019 -0.013144999999999999 0.084880000000000025 -0.066099999999999978 0.10428500000000002 0.085335000000000008 -0.06457499999999998 0.081065000000000012 0.12895500000000001 0.42405000000000009 0.088730000000000017 0.057970000000000008 0.088005000000000014 -0.29521499999999995 -0.26545999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 10 -6 7 -7 9 -9 11 -1 -5 -14 15 17 -17 -12 -19
right_child=3 2 -4 12 5 6 -8 8 -10 -11 14 -13 13 -15 -16 16 -18 18 -20
leaf_value=0.015609438567182379 0.0010361750813085028 0.03328395720577644 0.015076302860257145 0.0045207880724308794 0.0018587523395708263 0.024670661671515316 0.007797068854819897 0.023079665238340076 0.0078856005635772313 0.0098265981340528944 0.011680537875692256 0.0046364477721584727 0.021161936207311573 0.0087811358804609132 0.023925055921336494 0.0025702053420876229 0.019916994078794405 0.025808486027740433 0.016896564307385689
leaf_weight=82 99 76 86 61 53 52 103 74 94 61 100 60 52 62 52 59 68 56 974
leaf_count=82 99 76 86 61 53 52 103 74 94 61 100 60 52 62 52 59 68 56 974
internal_value=0 0.0158366 0.0236293 0.00740361 0.015167 0.0119955 0.0133899 0.0154336 0.0133282 0.0171046 0.0161209 0.0109856 0.0109955 0.0144443 0.0166766 0.0163753 0.0118724 0.0168798 0.0173828
internal_weight=0 2050 162 274 1888 437 384 281 229 135 1451 142 175 114 1309 1257 127 1130 1030
internal_count=2324 2050 162 274 1888 437 384 281 229 135 1451 142 175 114 1309 1257 127 1130 1030
is_linear=0
shrinkage=0.16829


Tree=5978
num_leaves=26
num_cat=0
split_feature=2 4 12 13 43 13 4 2 2 2 12 49 2 4 15 2 52 159 47 12 0 132 4 133 15
split_gain=16.0169 6.50385 2.26174 1.48423 1.3337 1.80714 1.01167 1.08085 0.904962 1.42858 0.719803 0.711671 0.513568 0.309009 0.248013 0.443619 0.258624 0.231105 0.197827 0.261092 0.221036 0.142537 0.178762 0.156899 0.0717663
threshold=0.12051500000000002 0.36766000000000004 1.0000000180025095e-35 -0.00038499999999999998 0.019675000000000002 -0.099939999999999987 -0.062804999999999986 0.090965000000000018 -0.0050599999999999994 0.10293500000000001 0.093840000000000021 0.0060900000000000008 0.088555000000000009 0.5105900000000001 -0.067469999999999988 0.090790000000000023 -0.011144999999999997 0.018290000000000004 0.091680000000000011 0.091680000000000011 -0.086224999999999982 0.085885000000000003 -0.081289999999999987 -0.087414999999999979 0.041820000000000003
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=1 2 3 8 5 -2 -5 -8 -1 -10 12 -7 18 -3 16 -16 -14 21 19 20 -4 22 -12 -24 -17
right_child=4 13 10 6 -6 11 7 -9 9 -11 17 -13 14 -15 15 24 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.0011894835243964868 0.00051525253151805191 0.0011038762268202594 0.0022367299280517294 0.0022442588808583449 0.0015746535543681298 0.001016227842200605 0.0020543837333931547 0.0014236857629381313 0.0021129795473878838 0.0013471463210890352 0.0021038290518519162 0.0014664101441418907 0.0017150229550789893 0.001440093588722557 0.0018777621624502291 0.0021231258392045908 0.0020424629574858091 0.0021575128796097976 0.001986200211963047 0.0024168884182227666 0.0021087448072834316 0.0017686074736454991 0.0020611146894549924 0.0018754644199692467 0.0022925833843685777
leaf_weight=53 59 74 287 86 58 100 67 54 52 55 80 63 55 52 79 78 55 63 63 52 343 52 71 217 56
leaf_count=53 59 74 287 86 58 100 67 54 52 55 80 63 55 52 79 78 55 63 63 52 343 52 71 217 56
internal_value=0 0.00196987 0.0020176 0.00178397 0.00112801 0.00101116 0.00196908 0.00177321 0.00154426 0.00171966 0.00207286 0.00119044 0.00212109 0.00124291 0.0020097 0.00207701 0.00187906 0.00196616 0.00216934 0.0021862 0.00216711 0.00193737 0.00196112 0.00192135 0.00219421
internal_weight=0 2044 1918 367 280 222 207 121 160 107 1551 163 1068 126 323 213 110 483 745 682 630 420 368 288 134
internal_count=2324 2044 1918 367 280 222 207 121 160 107 1551 163 1068 126 323 213 110 483 745 682 630 420 368 288 134
is_linear=0
shrinkage=0.0032998


Tree=5979
num_leaves=19
num_cat=0
split_feature=1 11 14 1 2 2 13 16 1 16 12 1 42 16 1456 484 1 1213
split_gain=0.498206 0.320676 0.294501 0.301053 0.284439 0.344193 0.212188 0.184029 0.180398 0.153228 0.192065 0.142076 0.176776 0.162207 0.140735 0.159801 0.128753 0.128539
threshold=0.11869500000000001 0.091795000000000015 0.023790000000000002 0.091330000000000008 0.093565000000000023 0.106035 -0.10278499999999999 0.059920000000000008 0.089960000000000026 -0.11118499999999999 -1.0000000180025095e-35 0.10008000000000002 0.077855000000000021 -0.06421499999999998 -0.077349999999999988 0.052775000000000009 0.10932500000000002 -0.12077499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 11 -6 -1 9 14 10 -2 13 -13 -5 15 -8 -7 -16
right_child=7 -3 -4 4 5 16 8 -9 -10 -11 -12 12 -14 -15 17 -17 -18 -19
leaf_value=0.025179543098037917 0.012756167803957811 0.027644850241846135 0.025221208217025903 0.0039050728720714011 -0.0051370689367272841 0.014284872952676723 0.0029646255509036411 0.015070023088407058 0.024330438615833255 -0.0017349431985040694 0 0.011303071618800705 0.023764058182564496 0.015268166912907062 0.0084070190468986273 0.01556740301999489 0.004637790961676754 0.015281019785742344
leaf_weight=57 86 52 67 65 60 85 64 61 53 72 55 62 69 80 84 52 74 1126
leaf_count=57 86 52 67 65 60 85 64 61 53 72 55 62 69 80 84 52 74 1126
internal_value=0 0.0145612 0.0142198 0.0138372 0.0102468 0.00570405 0.0150735 0.00690733 0.0146545 0.00456123 0.00778903 0.0138449 0.0178802 0.0101868 0.0142664 0.00862963 0.00980634 0.0148053
internal_weight=0 2050 1998 1931 495 219 1436 274 1379 213 141 276 131 145 1326 116 159 1210
internal_count=2324 2050 1998 1931 495 219 1436 274 1379 213 141 276 131 145 1326 116 159 1210
is_linear=0
shrinkage=0.16829


Tree=5980
num_leaves=21
num_cat=0
split_feature=4 39 13 14 16 0 0 4 0 0 16 157 49 49 42 13 42 16 1210 4
split_gain=13.09 4.75154 1.69148 0.808321 1.17599 0.565684 0.497529 1.00751 1.26571 0.818493 1.41794 0.597643 0.505567 0.322806 0.310044 0.257776 0.22763 0.130389 0.111362 0.152167
threshold=0.30163500000000004 0.081875000000000017 -0.16392499999999996 -0.42214499999999994 -0.4582 -0.061654999999999995 -0.079119999999999982 -0.46376499999999993 -0.010949999999999998 -0.10891999999999999 -0.0081349999999999981 -0.0048549999999999991 -0.016329999999999994 0.10470500000000001 0.087970000000000007 -0.061199999999999991 0.089055000000000009 -0.019749999999999993 -0.059899999999999995 -0.011964999999999998
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 2 -1 -2 15 -3 9 11 18 10 12 -8 -4 14 17 -5 -16 -11 -9 -20
right_child=3 5 6 4 -6 -7 7 8 -10 13 -12 -13 -14 -15 16 -17 -18 -19 19 -21
leaf_value=0.00076358580306030825 0.00075498332913690879 0.0008000477543531312 0.0010402550327298756 0.00033998507218339414 -5.4713642128172855e-05 0.00038401738659704133 0.0017113485856202651 0.0010396498814087497 0.00066245318694227971 0.0013691532042990424 0.00064674703503093402 0.0012434615106332676 0.0014240901097897132 0.0011269198835112107 0.001072586615479199 0.00063033950111094717 0.0013162999348146425 0.0014700825946288962 0.0012467280141899213 0.0011026902721968882
leaf_weight=75 60 103 62 65 63 55 58 52 56 486 52 63 98 69 55 70 202 215 304 116
leaf_count=75 60 103 62 65 63 55 58 52 56 486 52 63 98 69 55 70 202 215 304 116
internal_value=0 0.00120643 0.00125076 0.000419031 0.00031705 0.00065545 0.00127009 0.00119545 0.00113292 0.00130916 0.0011215 0.00146803 0.00127557 0.00134787 0.00136374 0.0004908 0.00126428 0.00140016 0.00118866 0.00120703
internal_weight=0 2121 1963 258 198 158 1888 649 528 1239 212 121 160 1027 958 135 257 701 472 420
internal_count=2379 2121 1963 258 198 158 1888 649 528 1239 212 121 160 1027 958 135 257 701 472 420
is_linear=0
shrinkage=0.0032998


Tree=5981
num_leaves=22
num_cat=0
split_feature=1 1 12 124 12 1 3 12 15 1 1 15 51 40 13 13 3 132 13 3 13
split_gain=15.2292 3.82737 2.37758 1.30398 0.981411 0.584731 0.499944 0.499524 0.423294 0.380614 0.284953 0.363054 0.260139 0.212576 0.209373 0.200049 0.159843 0.124791 0.160074 0.107147 0.0758009
threshold=0.10538500000000002 0.13554500000000003 0.085090000000000013 -0.043384999999999993 0.11769500000000001 0.08845500000000002 0.045635000000000002 0.091445000000000012 -0.077559999999999976 0.15022500000000003 0.091845000000000024 0.088245000000000004 -0.088934999999999986 -0.067184999999999981 -0.11122999999999998 0.053240000000000003 -0.082904999999999993 1.0000000180025095e-35 -0.088494999999999976 -0.083584999999999979 -0.016289999999999995
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 6 -1 5 7 13 14 -4 -3 11 -7 -9 -2 -5 19 -12 18 -16 -14 -18
right_child=1 9 8 4 -6 10 -8 12 -10 -11 16 -13 15 -15 17 -17 20 -19 -20 -21 -22
leaf_value=0.00098898860116197382 0.00071934641493340929 0.00042119100128906994 0.0010550431006157862 0.001706072830936919 0.0010307903528052585 0.0010299019886539534 0.00091149210923100377 0.0011660804047132355 0.0014399629254239299 6.3478137008148104e-05 0.0012423386277947408 0.0013861168641471457 0.0012338367539875205 0.00045464657547109294 0.0013965333881149171 0.0015510468126058981 0.001380619858476905 0.0013632779253796861 0.001525894578822799 0.0013964542221171772 0.0015370606216364583
leaf_weight=81 75 87 53 56 69 72 98 62 79 52 64 57 63 61 131 79 95 79 706 197 63
leaf_count=81 75 87 53 56 69 72 98 62 79 52 64 57 63 61 131 79 95 79 706 197 63
internal_value=0 0.00075414 0.000931218 0.00139996 0.0014185 0.001434 0.000731116 0.00146495 0.00128568 0.000287624 0.00131284 0.00118757 0.00136601 0.00060088 0.00150573 0.00140247 0.00138547 0.00149345 0.00150569 0.00135719 0.00144322
internal_weight=0 505 366 1874 1793 1724 234 1373 132 139 351 129 401 136 972 339 222 916 837 260 158
internal_count=2379 505 366 1874 1793 1724 234 1373 132 139 351 129 401 136 972 339 222 916 837 260 158
is_linear=0
shrinkage=0.0032998


Tree=5982
num_leaves=27
num_cat=0
split_feature=1 0 1 402 150 0 16 51 1 4 1 51 42 3 2 13 42 1446 16 16 3 402 48 4 15 3
split_gain=1.01992 0.42149 0.204875 0.319399 0.302523 0.27627 0.499787 0.194973 0.188903 0.156871 0.220288 0.503082 0.224186 0.303228 0.196855 0.160313 0.262444 0.144719 0.136533 0.19539 0.20828 0.128353 0.11523 0.106872 0.0765093 0.075481
threshold=0.13554500000000003 -0.065794999999999979 0.086920000000000011 0.0038750000000000004 0.089910000000000018 -0.071719999999999992 0.066275000000000014 -0.13579499999999997 0.10508500000000001 -0.010739999999999998 0.081540000000000015 0.095820000000000016 -0.013204999999999998 -0.097829999999999986 0.093565000000000023 -0.083954999999999988 -0.0092649999999999972 0.037915000000000011 -0.34140499999999996 -0.098324999999999982 -0.013119999999999998 -0.022269999999999995 0.090390000000000012 -0.087184999999999985 -0.071244999999999989 -0.081444999999999976
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 9 4 5 18 -7 -8 -6 10 11 12 21 -14 15 25 -17 -15 -4 -20 -21 -1 24 -23 -16 -11
right_child=1 -3 3 -5 8 6 7 -9 -10 14 -12 -13 13 17 22 16 -18 -19 19 20 -22 23 -24 -25 -26 -27
leaf_value=0.010015660056220753 0.0072232617939892311 -0.011310146566800858 0.023130925191687884 -0.0017047801867327468 -0.0029315066819594008 -0.00022899877647890676 0.0073983405024156011 0.020592420776924743 0.010099339734797109 0.013518477947175582 0.021525585808045415 -0.0038642287601420222 0.00010754760482003975 0.011146861225468093 0.0066340928678712725 0.015785689437919755 0.032154565939196661 0.019027980958688375 0.0051995912963290645 0.013358801672403929 0.023206487980829138 0.024658472832043088 0.019602780370748786 0.016468833992711707 0.013910944557751883 0.021503506977066943
leaf_weight=60 71 68 63 53 57 102 53 81 70 102 78 52 63 358 73 52 61 82 54 209 87 65 57 159 97 52
leaf_count=60 71 68 63 53 57 102 53 81 70 102 78 52 63 358 73 52 61 82 54 209 87 65 57 159 97 52
internal_value=0 -0.00183052 0.0130144 0.0109054 0.011769 0.0132402 0.00863026 0.0153873 0.0042367 0.0142522 0.0129411 0.0121409 0.0132007 0.0110561 0.0166825 0.019793 0.0246379 0.0126197 0.0158701 0.0145581 0.0162593 0.0169925 0.0130159 0.0188533 0.0107967 0.0162264
internal_weight=0 139 2240 829 776 649 236 134 127 1411 917 839 787 503 494 267 113 440 413 350 296 284 227 224 170 154
internal_count=2379 139 2240 829 776 649 236 134 127 1411 917 839 787 503 494 267 113 440 413 350 296 284 227 224 170 154
is_linear=0
shrinkage=0.16829


Tree=5983
num_leaves=18
num_cat=0
split_feature=10 42 12 16 3 4 16 133 12 51 0 0 4 12 4 16 52
split_gain=0.557984 0.214198 0.223554 0.331645 0.206292 0.324055 0.422804 0.193722 0.128627 0.121636 0.115866 0.253142 0.191494 0.174654 0.10554 0.0747282 0.0507357
threshold=-0.012544999999999999 0.10256000000000001 0.095815000000000011 -0.050529999999999999 -0.107915 -0.42305999999999994 -0.0081349999999999981 0.11667000000000001 -0.084509999999999988 -0.28723999999999994 -0.14822499999999997 -0.10891999999999999 0.13072500000000004 0.083785000000000012 0.029980000000000003 -0.12029499999999999 0.0043000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 7 -4 5 -2 16 -3 15 -10 14 12 -12 -13 -11 -6 -7
right_child=1 2 3 -5 8 6 -8 -9 9 10 11 13 -14 -15 -16 -17 -18
leaf_value=-0.0031880459601994772 0.016595693061877869 0.0070243948324298514 0.017345993489226604 0.00033620105451583206 0.0021203416546385348 0.0060439855209025554 -0.0075869451682179997 -0.0072396380467538227 0.0052115540100613643 0.012286395213462368 -0.003117050285711694 0.017068146224787507 0.011171619006318656 0.011859215640283033 0.021912161648670183 0.010182836452376743 0.012921476162058
leaf_weight=86 70 56 80 55 57 75 67 52 68 63 52 220 54 1124 69 78 53
leaf_count=86 70 56 80 55 57 75 67 52 68 63 52 220 54 1124 69 78 53
internal_value=0 0.0106036 0.00586367 0.0104294 0.0111645 0.0067672 0.0032298 0.000139892 0.0118164 0.0122264 0.0125267 0.0120881 0.00414513 0.0127132 0.0173317 0.00679198 0.00890573
internal_weight=0 2293 243 135 2050 265 195 108 1785 1650 1582 1450 106 1344 132 135 128
internal_count=2379 2293 243 135 2050 265 195 108 1785 1650 1582 1450 106 1344 132 135 128
is_linear=0
shrinkage=0.16829


Tree=5984
num_leaves=21
num_cat=0
split_feature=1 1 12 4 4 1 12 124 12 1429 49 4 4 157 402 16 4 4 16 13
split_gain=11.2584 3.14562 1.54943 1.20398 1.07514 0.795557 0.722489 0.641639 0.566343 0.462757 0.406792 0.410932 0.377299 0.252831 0.291244 0.232622 0.216249 0.122801 0.111155 0.0906126
threshold=0.10335000000000001 0.13554500000000003 -0.010219999999999998 -0.033449999999999987 0.24099500000000004 0.15022500000000003 0.11769500000000001 -0.076779999999999987 0.090345000000000023 0.084690000000000015 -0.018959999999999994 0.26900000000000007 0.39574000000000004 -0.081579999999999986 0.095250000000000015 0.064610000000000015 -0.011694999999999999 -0.082084999999999977 0.27020000000000005 -0.081849999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 -4 6 -3 7 -1 9 13 -5 -12 -2 16 -15 17 -9 -10 -17 -19
right_child=1 5 3 10 -6 -7 -8 8 15 -11 11 -13 -14 14 -16 18 -18 19 -20 -21
leaf_value=0.00087269718303851042 0.00035540401428284436 0.00041598020901634664 0.0012833832856883232 0.00058730134165231888 0.00074769397680008191 -9.9456312377156901e-05 0.0008652808914593927 0.001602685153183905 0.0013146361791794162 0.0010423265912467153 0.0010945848843371398 0.00072369653746658645 0.00071576544472180868 0.0012566798014439638 0.0014633315275439248 0.0009120591409645418 0.0013173244165248651 0.0012916086219357757 0.0011063392028281816 0.001141151479118198
leaf_weight=57 78 87 79 66 58 52 66 53 73 85 65 67 54 752 85 55 70 55 89 333
leaf_count=57 78 87 79 66 58 52 66 53 73 85 65 67 54 752 85 55 70 55 89 333
internal_value=0 0.000652103 0.000797882 0.000938233 0.00119139 0.000222902 0.00120589 0.00121904 0.00123098 0.0012778 0.000800344 0.000906598 0.000503091 0.00129861 0.00127771 0.00115005 0.00144057 0.00118673 0.00103238 0.00116257
internal_weight=0 548 409 277 1831 139 1773 1707 1650 1045 198 132 132 960 837 605 123 461 144 388
internal_count=2379 548 409 277 1831 139 1773 1707 1650 1045 198 132 132 960 837 605 123 461 144 388
is_linear=0
shrinkage=0.0032998


Tree=5985
num_leaves=19
num_cat=0
split_feature=1 3 124 10 16 12 12 40 14 3 16 3 47 12 457 16 43 16
split_gain=20.8096 4.20678 1.84919 1.34306 1.1256 0.903707 0.85385 0.691526 0.536015 0.728311 0.584635 0.513989 0.492726 0.317236 0.379623 0.259596 0.239332 0.214003
threshold=0.10557500000000002 -0.052614999999999995 -0.043384999999999993 -0.0010949999999999998 -0.28430999999999995 0.11769500000000001 -0.010219999999999998 -0.063404999999999989 0.054835000000000009 -0.11756999999999999 0.081265000000000018 0.14121000000000003 0.086785000000000015 0.090345000000000023 0.083415000000000017 0.26753000000000005 -0.012534999999999999 -0.18776499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -3 -2 8 7 -5 9 10 -4 -8 -6 14 17 16 -15 -11
right_child=1 3 5 6 12 -7 11 -9 -10 13 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.00093900717491938286 0.00065365172631834476 1.2266840111648889e-05 0.00100020275642786 0.00064125637618557801 0.0010369591014900514 0.001036693082353895 0.00095759409812600101 0.00016841911361871692 0.0017480907217275203 0.0013028009011477656 0.0014597595922118962 0.00051389873756207429 0.0014606705200819138 0.0014781668172690874 0.0012514173161876207 0.0012148200851112437 0.0013279979881547241 0.0015219783178507483
leaf_weight=88 52 68 74 57 65 62 60 83 62 54 52 55 57 307 69 81 197 835
leaf_count=88 52 68 74 57 65 62 60 83 62 54 52 55 57 307 69 81 197 835
internal_value=0 0.00064785 0.00140719 0.000424847 0.00106161 0.00143015 0.00053473 0.000361183 0.00144422 0.00143291 0.00119014 0.000745698 0.00123521 0.00145272 0.00149021 0.00139125 0.00141954 0.0015087
internal_weight=0 497 1881 323 174 1793 255 140 1731 1669 126 115 122 1543 958 585 504 889
internal_count=2378 497 1881 323 174 1793 255 140 1731 1669 126 115 122 1543 958 585 504 889
is_linear=0
shrinkage=0.0032998


Tree=5986
num_leaves=29
num_cat=0
split_feature=1 1 3 1 12 12 4 3 3 15 15 14 12 51 15 42 133 12 51 15 49 52 52 0 12 15 0 42
split_gain=13.5944 2.83798 1.70645 1.12129 1.178 1.02008 0.969921 0.612131 0.606283 0.545617 0.517982 0.484746 0.323197 0.209819 0.218517 0.211256 0.198219 0.189585 0.177747 0.177009 0.152888 0.151606 0.146532 0.142244 0.213408 0.13702 0.0888378 0.0758149
threshold=0.10557500000000002 0.12450500000000002 -0.029309999999999996 0.089475000000000013 0.085845000000000019 0.091515000000000013 0.30163500000000004 -0.14265999999999998 1.0000000180025095e-35 -0.41971499999999995 -0.092459999999999987 0.062655000000000016 0.11769500000000001 -0.090859999999999982 0.084785000000000013 0.088305000000000008 -0.0042049999999999995 0.08486500000000001 -0.08860999999999998 0.041820000000000003 -0.031119999999999998 0.099400000000000016 0.085435000000000025 -0.078664999999999985 0.091255000000000017 0.082365000000000008 -0.07304999999999999 0.079170000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 10 11 -3 -2 -4 -8 -5 13 16 -1 19 17 25 -16 -18 20 -15 27 -21 24 -6 -7 -25 -20
right_child=1 6 8 4 23 12 9 -9 -10 -11 -12 -13 -14 14 15 -17 18 -19 21 22 -22 -23 -24 26 -26 -27 -28 -29
leaf_value=0.0012288022844878445 0.00091755456955272411 0.00067947639227713833 0.00036295219798681205 0.0011580723772432703 0.0013489606586676956 0.0010124715997532445 0.00040077778145371343 0.0013500964499606474 0.00081487409858631147 -3.7302763376311067e-05 0.00075199416154127967 0.0017198775119934267 0.00098204282597434277 0.0012857608387984909 0.0015703936706978532 0.001207465441660924 0.0011192498138912106 0.001342727799429384 0.0013307738336547738 0.0014464763845872032 0.0014478510128015289 0.0012329270388941784 0.0017002673722553317 0.0014687201300707829 0.0010569668240901749 0.0012493908364542268 0.0012847188143884337 0.0014889070702419022
leaf_weight=84 65 84 52 57 56 56 76 81 87 52 88 52 56 83 53 99 53 196 81 54 352 101 52 57 57 56 70 68
leaf_count=84 65 84 52 57 56 56 76 81 87 52 88 52 56 83 53 99 53 196 81 54 352 101 52 57 57 56 70 68
internal_value=0 0.000693164 0.000908323 0.00130696 0.00114753 0.00134796 0.000403752 0.00115777 0.000646063 0.000222532 0.000911868 0.0014066 0.00122029 0.00138982 0.001405 0.00133912 0.00125235 0.00139133 0.001297 0.0014473 0.001417 0.00133454 0.00157131 0.00128976 0.00120198 0.00113125 0.00136758 0.00140318
internal_weight=0 497 285 1881 385 1496 212 146 139 128 145 1025 471 973 889 348 415 249 303 541 435 250 106 240 113 112 127 149
internal_count=2378 497 285 1881 385 1496 212 146 139 128 145 1025 471 973 889 348 415 249 303 541 435 250 106 240 113 112 127 149
is_linear=0
shrinkage=0.0032998


Tree=5987
num_leaves=15
num_cat=0
split_feature=3 1456 9 39 2 2 12 13 133 150 13 3 2 16
split_gain=0.742151 0.392443 0.316584 0.331293 0.189219 0.213752 0.339136 0.280753 0.243827 0.197499 0.13666 0.129288 0.103233 0.086535
threshold=0.32329500000000005 -0.049894999999999995 -1.0000000180025095e-35 0.098905000000000007 -0.098699999999999982 0.08400500000000001 0.085785000000000014 -0.017484999999999997 1.0000000180025095e-35 0.089910000000000018 -0.012899999999999998 -0.082484999999999989 0.088820000000000024 -0.082559999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 -4 6 7 -6 9 -7 -10 -1 -13 -8
right_child=-2 2 3 -5 5 8 13 -9 10 -11 -12 12 -14 -15
leaf_value=0.013442942618389662 -0.0073672316645099559 -0.0010727907799658351 0.001218888198015695 0.0005218463942905688 0.014500732445749858 0.0096475133395492445 0.0080319427883889689 0.031753361646727728 0.014743843662185179 0.0015349562694156895 0.008826449688939534 0.027456098071107365 0.016906722582803846 0.013876381711751153
leaf_weight=85 63 65 52 85 55 779 103 53 432 96 151 55 53 251
leaf_count=85 63 65 52 85 55 779 103 53 432 96 151 55 53 251
internal_value=0 0.0111284 0.0104656 0.0108311 0.0112745 0.0115459 0.0147102 0.0229839 0.010542 0.0087595 0.0132143 0.0184061 0.0222957 0.012181
internal_weight=0 2315 2122 2057 1972 1920 462 108 1458 875 583 193 108 354
internal_count=2378 2315 2122 2057 1972 1920 462 108 1458 875 583 193 108 354
is_linear=0
shrinkage=0.16829


Tree=5988
num_leaves=23
num_cat=0
split_feature=4 12 12 150 2 2 14 2 13 2 51 11 12 51 15 2 133 15 13 1213 16 1213
split_gain=11.1282 3.37923 1.40143 1.36955 1.62847 1.3325 1.19527 1.22397 0.667443 0.623393 0.562244 0.332385 0.344073 0.341052 0.305335 0.209187 0.327529 0.207385 0.195379 0.174063 0.168216 0.110468
threshold=0.36766000000000004 0.077755000000000005 0.13032500000000005 0.091105000000000005 -0.0091949999999999983 0.099675000000000014 -0.45687499999999998 0.12708000000000003 -1.0000000180025095e-35 0.10054500000000001 -0.034734999999999995 1.0000000180025095e-35 0.093225000000000016 -0.095799999999999982 -0.066639999999999991 0.09036000000000001 0.078935000000000019 0.084785000000000013 -0.081849999999999992 -1.0000000180025095e-35 -0.091029999999999986 0.057595000000000007
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 3 11 4 -1 10 -2 9 -7 -8 -6 13 -13 14 -3 17 19 20 -18 -17 -15 -19
right_child=6 2 -4 -5 5 8 7 -9 -10 -11 -12 12 -14 15 -16 16 18 21 -20 -21 -22 -23
leaf_value=0.00034310251460447651 0.00077119471763160323 0.0011363243337728704 0.00060562998726850653 0.00036304183702290155 0.00093731871853557612 0.0005647091766497732 0.00017334848997201867 -0.00014113667249072891 0.000982352375916352 0.00064232725005100469 0.0013486221310333459 0.0014681335592672971 0.0011240571551350827 0.0013458139201589722 0.00081564908316250065 0.0011401077971617205 0.0013301797480703458 0.0011576607647291585 0.0011118882152057982 0.00092694687721421663 0.0011956378601927959 0.0010291305110226492
leaf_weight=52 52 66 53 64 59 86 63 70 82 61 97 72 59 111 66 63 68 389 146 138 364 97
leaf_count=52 52 66 53 64 59 86 63 70 82 61 97 72 59 111 66 63 68 389 146 138 364 97
internal_value=0 0.0010681 0.00113514 0.0008102 0.000886219 0.000973277 0.00032667 0.000207337 0.000768769 0.00040434 0.00119329 0.00115224 0.00131344 0.00113822 0.000976254 0.00115373 0.0010907 0.00118091 0.00118142 0.000993934 0.00123081 0.00113208
internal_weight=0 2132 1692 440 376 324 246 194 168 124 156 1639 131 1508 132 1376 415 961 214 201 475 486
internal_count=2378 2132 1692 440 376 324 246 194 168 124 156 1639 131 1508 132 1376 415 961 214 201 475 486
is_linear=0
shrinkage=0.0032998


Tree=5989
num_leaves=18
num_cat=0
split_feature=4 15 40 1455 4 1213 133 13 4 0 13 155 1213 401 13 133 2
split_gain=0.682168 0.422103 0.33599 0.21991 0.155584 0.137383 0.154824 0.394092 0.194764 0.33347 0.184207 0.0905327 0.0635797 0.0964268 0.0476662 0.0427856 0.10684
threshold=0.36766000000000004 -0.41606999999999994 -0.084904999999999994 0.10563500000000002 0.51326500000000019 -0.082994999999999985 -0.035819999999999991 -0.0021749999999999994 -0.49269499999999994 -0.023359999999999995 -0.090744999999999978 0.089630000000000015 -0.12254999999999999 0.092675000000000021 -0.084269999999999984 -0.40011499999999994 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 5 -2 12 7 15 11 10 -10 -8 13 -4 -14 -7 -17
right_child=1 -3 3 -5 -6 6 8 -9 9 -11 -12 -13 14 -15 -16 16 -18
leaf_value=-0.0020290475160111596 0.012834451654377594 -0.0075306725289608079 0.0064685562955575692 0.021455518751713712 0.0018567687744177937 0.0067762477615971144 0.022592870622690085 -0.0039032127773088155 0.0050360708408735107 -0.00037272762901460613 0.011567077127534107 0.012681452609634132 0.021095196767975215 0.016082884314244549 0.013892801526756733 0.0075800882099625764 0.016427437154134559
leaf_weight=59 66 97 55 54 83 80 54 76 138 79 1151 53 53 66 56 86 72
leaf_count=59 66 97 55 54 83 80 54 76 138 79 1151 53 53 66 56 86 72
internal_value=0 0.00110045 0.0104681 0.0108247 0.00673142 0.0105394 0.0100384 0.0066303 0.0107627 0.0102187 0.0108693 0.0177003 0.014429 0.0117276 0.0174114 0.0100015 0.0116232
internal_weight=0 246 2132 2073 149 2019 1789 314 1475 1368 1289 107 230 121 109 238 158
internal_count=2378 246 2132 2073 149 2019 1789 314 1475 1368 1289 107 230 121 109 238 158
is_linear=0
shrinkage=0.16829


Tree=5990
num_leaves=15
num_cat=0
split_feature=9 3 14 150 4 3 52 52 52 160 13 13 3 16
split_gain=0.243403 0.278438 0.291256 0.23517 0.255705 0.16896 0.189968 0.268416 0.196221 0.15364 0.116996 0.136294 0.111016 0.0119132
threshold=-0.079919999999999977 0.25468500000000005 0.019675000000000002 0.12068000000000002 0.24099500000000004 -0.015259999999999998 -0.032354999999999988 -0.089014999999999983 0.024560000000000002 -0.53447999999999996 1.0000000180025095e-35 -0.077274999999999996 -0.076254999999999989 -0.08595499999999999
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 -7 -8 -2 11 -6 -11 -3
right_child=1 13 -4 -5 10 6 8 -9 -10 12 -12 -13 -14 -15
leaf_value=0.019872200302393461 -0.0004150608466526818 -0.0015002482978348939 0.018947124883518834 0.019811435182613565 0.00042383369254999107 0.015367452845823118 0.025805889066207153 0.00026119225494034524 0.011373303746433829 0.0095665978429220529 -0.003838905610401502 0.00997800338038962 0.0059778698024433021 0.0020965439676118437
leaf_weight=58 52 52 84 54 84 81 54 57 54 1237 52 86 308 52
leaf_count=58 52 52 84 54 84 81 54 57 54 1237 52 86 308 52
internal_value=0 0.00880791 0.00920965 0.00882279 0.00853457 0.00918502 0.0133037 0.00914093 0.0186062 0.00854946 0.00312652 0.00526769 0.00885234 0.000280873
internal_weight=0 2307 2203 2119 2065 1843 246 138 108 1597 222 170 1545 104
internal_count=2365 2307 2203 2119 2065 1843 246 138 108 1597 222 170 1545 104
is_linear=0
shrinkage=0.16829


Tree=5991
num_leaves=23
num_cat=0
split_feature=1 1 16 1 16 14 16 12 40 1429 150 1 0 12 0 1 1446 1 12 1 51 42
split_gain=10.5677 1.71359 0.768144 0.740772 0.67337 0.612964 0.592342 0.41571 0.316872 0.316325 0.289796 0.336264 0.21173 0.231894 0.156892 0.146904 0.139831 0.132458 0.156201 0.132049 0.0456497 0.0382342
threshold=0.10538500000000002 0.12007000000000002 0.23993500000000004 0.095950000000000021 0.058765000000000005 0.062655000000000016 -0.39442499999999997 0.090175000000000019 -1.0000000180025095e-35 0.084930000000000019 0.086615000000000011 0.11039500000000001 -0.030209999999999997 -0.007389999999999999 -0.095104999999999981 0.092485000000000026 0.088500000000000009 0.078015000000000015 0.11685000000000002 0.10008000000000002 -0.039729999999999994 -0.089429999999999996
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 10 5 19 7 14 9 -8 12 11 -2 13 -1 -3 17 -15 18 21 -5 -10 -9
right_child=1 6 -4 4 -6 -7 8 15 20 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0014027343387994675 0.00058128578974613314 8.2971584370060712e-05 0.001136944209018874 0.00065118652506039555 0.0012225761057969799 0.0014624863923129716 0.00032181135224771301 0.0011715299674170802 0.00071070420065922832 0.00096210186941119628 0.00049613969872236495 0.00090954307017741592 0.0010036594834183488 0.0011807790307520802 0.00034042045192858784 0.0012357091285225082 0.0013609900751626175 0.00092431187432563753 0.00090904219818336868 0.0008830687591200023 0.00056699952802971077 0.0010804109182522585
leaf_weight=64 59 52 54 55 53 66 52 71 52 70 59 83 61 743 52 55 53 79 58 56 53 365
leaf_count=64 59 52 54 55 53 66 52 71 52 70 59 83 61 743 52 55 53 79 58 56 53 365
internal_value=0 0.000593983 0.000786513 0.00112822 0.000915452 0.00114891 0.000405744 0.0011361 0.000533836 0.00117854 0.000692192 0.000773403 0.00119496 0.00120848 0.000212035 0.00106907 0.00119282 0.00105302 0.00107353 0.00076849 0.000638503 0.00109533
internal_weight=0 516 255 1849 164 1685 261 1619 157 991 201 142 921 860 104 628 796 573 494 111 105 436
internal_count=2365 516 255 1849 164 1685 261 1619 157 991 201 142 921 860 104 628 796 573 494 111 105 436
is_linear=0
shrinkage=0.0032998


Tree=5992
num_leaves=17
num_cat=0
split_feature=4 2 14 123 3 4 3 0 52 4 2 2 2 3 4 12
split_gain=14.0546 6.81605 3.3196 2.73302 2.31723 1.05249 1.28069 0.924514 0.880936 0.668615 0.604842 0.396477 0.312097 0.272732 0.19717 0.148037
threshold=0.30163500000000004 0.10836000000000003 0.062655000000000016 0.081990000000000021 -0.059629999999999996 -0.26545999999999997 0.088465000000000002 -0.061204999999999989 0.0029250000000000005 0.53076500000000015 0.13631000000000001 0.087910000000000016 0.10731 -0.086264999999999994 -0.0038549999999999995 0.086275000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 15 7 11 14 10 12 -7 -2 -3 -6 -1
right_child=9 4 -4 -5 8 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0021252178849680801 0.00067384793131584669 0.0013178587713093873 0.0024152829540147378 0.0010988580835954711 0.00065067663851816151 0.0017819809450278759 0.0012042975320021175 0.0013125911913535345 0.0012683300025658774 0.0011083090514856606 0.000437785231166762 0.0016655946413507148 0.00099815048735349692 0.001606265234084732 0.00092793923947455793 0.0018845726332026866
leaf_weight=69 62 58 73 80 61 846 55 59 63 67 57 535 70 102 54 54
leaf_count=69 62 58 73 80 61 846 55 59 63 67 57 535 70 102 54 54
internal_value=0 0.00164313 0.00172513 0.00169544 0.00121337 0.00172491 0.00170062 0.00171956 0.000953794 0.000824083 0.000723139 0.00173692 0.000846093 0.00150194 0.000781176 0.00201986
internal_weight=0 2109 1771 1698 338 1618 1495 1440 178 256 189 1381 132 160 115 123
internal_count=2365 2109 1771 1698 338 1618 1495 1440 178 256 189 1381 132 160 115 123
is_linear=0
shrinkage=0.0032998


Tree=5993
num_leaves=21
num_cat=0
split_feature=2 158 52 52 482 156 4 52 52 11 1447 4 157 42 52 403 403 4 43 4
split_gain=0.190808 0.305213 0.234499 0.19558 0.182423 0.168332 0.214903 0.164712 0.266132 0.148209 0.148095 0.243228 0.208232 0.124081 0.119137 0.115758 0.168401 0.16625 0.159743 0.143525
threshold=0.083815000000000014 0.097060000000000021 0.28251000000000009 0.50618500000000011 0.087870000000000018 0.084715000000000013 -0.016164999999999995 -0.066959999999999978 -0.23125999999999997 0.085630000000000026 -0.085539999999999991 -0.42305999999999994 -0.069619999999999987 0.084145000000000011 -0.53283999999999987 -0.00043499999999999995 0.024320000000000005 0.26450500000000005 -1.0000000180025095e-35 -0.080584999999999976
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 2 7 4 5 9 14 8 -1 10 -2 -12 -13 -8 -7 19 17 18 -17 -9
right_child=3 -3 -4 -5 -6 6 13 15 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.015116490473196966 -0.00010161341244945684 0.021891608752873947 0.0006186734641244261 0.017119312293817066 0.00064135133718403587 0.013452426343109185 0.023554624425739915 0.014115693133280437 -0.00020513323108525109 -0.00087519822562437779 0.01945899968147128 -0.0021980891109258461 0.0084827457011686248 0.012193895737838318 0.0035552655690588146 0.016284052665213756 0.0079226048960281924 0.01035949741989196 0.028298439937534382 0.0028130260350003339
leaf_weight=57 59 76 61 71 89 64 57 77 73 54 55 54 1087 54 76 74 61 55 56 55
leaf_count=57 59 76 61 71 89 64 57 77 73 54 55 54 1087 54 76 74 61 55 56 55
internal_value=0 0.0118529 0.010509 0.00844826 0.00807383 0.00849671 0.0125005 0.011693 0.00649899 0.00772761 0.0080992 0.00850526 0.00797568 0.018044 0.00809252 0.0134746 0.015643 0.0181789 0.0214733 0.00941986
internal_weight=0 645 569 1720 1649 1560 251 508 130 1309 1255 1196 1141 111 140 378 246 185 130 132
internal_count=2365 645 569 1720 1649 1560 251 508 130 1309 1255 1196 1141 111 140 378 246 185 130 132
is_linear=0
shrinkage=0.16829


Tree=5994
num_leaves=19
num_cat=0
split_feature=1 2 40 3 2 0 3 14 3 47 3 1186 124 3 43 155 133 2
split_gain=3.67992 1.05211 0.64699 0.771796 0.569834 0.534267 0.517395 0.43431 0.319643 0.309879 0.289983 0.21476 0.301906 0.366543 0.188106 0.178418 0.201294 0.116052
threshold=0.11570500000000002 0.10272000000000002 -0.0086349999999999986 0.149315 0.13775000000000001 -0.13010499999999997 0.096440000000000012 0.054835000000000009 -0.12077499999999998 0.085770000000000027 0.092330000000000009 0.049580000000000006 -0.079269999999999993 -0.038414999999999998 -0.073574999999999988 0.10454000000000001 -0.0084449999999999994 0.11461500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 9 -2 6 -3 8 -1 -4 11 12 -10 -14 17 16 -16 -7
right_child=2 5 3 -5 -6 14 -8 -9 10 -11 -12 -13 13 -15 15 -17 -18 -19
leaf_value=0.00069145878157275177 0.00048901534186990855 0.00026256219153377781 0.00058264527420022396 0.0003205477068509452 1.4497319322597698e-05 0.00099230488236371709 0.00071915631759216295 0.0011411545157821541 0.00066093504804525492 0.00089894183662201342 0.00067546431591025485 0.0011031111253904994 0.00088570776131460154 0.0011131160259465682 0.00079804189121312 0.00087381603472794353 0.00054881959405021254 0.00077066306601200878
leaf_weight=98 59 52 75 81 52 55 57 71 61 63 68 55 1177 84 61 55 88 53
leaf_count=98 59 52 75 81 52 55 57 71 61 63 68 55 1177 84 61 55 88 53
internal_value=0 0.00084877 0.000472857 0.000577016 0.000267036 0.000701461 0.000501655 0.000887172 0.000875462 0.000727297 0.000887917 0.000898383 0.000889839 0.000900884 0.000771152 0.000711309 0.000651087 0.000883862
internal_weight=0 2035 330 219 111 421 109 1614 1543 138 1445 1377 1322 1261 312 204 149 108
internal_count=2365 2035 330 219 111 421 109 1614 1543 138 1445 1377 1322 1261 312 204 149 108
is_linear=0
shrinkage=0.0032998


Tree=5995
num_leaves=20
num_cat=0
split_feature=2 30 3 0 16 0 13 13 1452 4 3 133 2 1211 1213 16 16 0 16
split_gain=0.458353 0.327692 0.385745 0.203791 0.340082 0.33424 0.24064 0.19826 0.235117 0.278556 0.153103 0.307369 0.225057 0.152462 0.120201 0.101343 0.0770475 0.0599582 0.0526165
threshold=0.099675000000000014 0.085875000000000021 -0.14443999999999999 -0.14454499999999995 -0.28430999999999995 -0.11208499999999998 -0.093619999999999995 0.0066850000000000008 0.087590000000000015 -0.13833499999999996 -0.10468499999999999 0.11667000000000001 0.14062000000000005 0.08517000000000001 -0.13252999999999998 -0.010574999999999999 -0.082559999999999981 -0.082654999999999992 0.26676500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -7 8 9 -4 -8 12 18 14 -11 16 -9 -15 -12
right_child=3 -3 7 5 -6 6 10 15 -10 13 11 -13 -14 17 -16 -17 -18 -19 -20
leaf_value=0.0200540515038569 0.0055233523888415887 -0.0027748110184953596 -0.0024075834152340052 0.016032816265974484 -0.011955906540799765 -0.005700737445388758 -0.00057880198125194243 0.016003783013445447 0.019389392238978457 0.014737836464102219 0.014131617488451475 -0.0040837144141721406 -0.00015110599901735686 0.018684506634496851 0.0074136325725284134 0.020454787751117556 0.0071697082087635085 0.010479134553894778 0.0083136649885379495
leaf_weight=94 72 63 71 72 56 66 97 56 52 68 132 57 53 52 1084 54 58 52 69
leaf_count=94 72 63 71 72 56 66 97 56 52 68 132 57 53 52 1084 54 58 52 69
internal_value=0 0.00911387 0.00957138 0.00392398 -0.00210979 0.00534178 0.00371404 0.00893327 0.00826524 0.00782797 0.00524142 0.00706251 0.0095709 0.008408 0.00784752 0.014406 0.011525 0.0145991 0.0121433
internal_weight=0 1704 1641 674 128 546 474 1547 1379 1327 408 311 254 1256 1152 168 114 104 201
internal_count=2378 1704 1641 674 128 546 474 1547 1379 1327 408 311 254 1256 1152 168 114 104 201
is_linear=0
shrinkage=0.16829


Tree=5996
num_leaves=19
num_cat=0
split_feature=2 12 14 15 2 12 43 2 51 12 15 12 51 12 43 52 15 15
split_gain=8.50402 4.76052 1.19598 0.985972 0.86338 0.643343 0.590753 0.584534 0.5254 0.47094 0.39152 0.35772 0.263039 0.25326 0.242105 0.181951 0.191443 0.163028
threshold=0.11891500000000001 -1.0000000180025095e-35 0.062655000000000016 -0.26826999999999995 0.14062000000000005 0.088105000000000003 -0.049364999999999992 0.099675000000000014 0.093530000000000016 0.077755000000000005 -0.080074999999999993 0.092615000000000017 -0.096089999999999981 0.10005000000000001 -0.085054999999999978 0.10096500000000001 -0.021954999999999999 -0.090554999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 5 -2 14 8 9 -3 -9 -10 -11 -14 -5 16 -12 -6
right_child=4 2 -4 6 17 -7 -8 10 11 12 15 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00058280203165496022 0.00081596260443313141 0.0012438581235039716 0.0019051288507353189 0.0010912977741832442 0.00074273562644502401 0.0012864006143117378 0.001316895936581883 0.001153674666990808 0.0018272350001686405 0.0013057661987881228 0.0013307375855384222 0.0014732697434860923 0.0015152077880357844 0.0013427488917140964 0.00077488904348563541 0.0012630846003246364 0.0015704252330203529 0.00051790083197341904
leaf_weight=53 83 96 69 55 71 52 77 96 81 85 65 53 1049 106 53 69 92 73
leaf_count=53 83 96 69 55 71 52 77 96 81 85 65 53 1049 106 53 69 92 73
internal_value=0 0.00142091 0.00147714 0.000981032 0.000807399 0.000997429 0.00109493 0.00146064 0.00148874 0.00146878 0.00133226 0.0016875 0.00148617 0.00149941 0.000936349 0.00140797 0.00147142 0.000629002
internal_weight=0 2099 1861 238 279 135 185 1792 1470 1336 322 134 1240 1155 108 226 157 144
internal_count=2378 2099 1861 238 279 135 185 1792 1470 1336 322 134 1240 1155 108 226 157 144
is_linear=0
shrinkage=0.0032998


Tree=5997
num_leaves=11
num_cat=0
split_feature=97 149 4 15 15 15 480 457 13 14
split_gain=0.21325 0.256885 0.221278 0.377827 0.289408 0.177221 0.152486 0.153206 0.138137 0.126781
threshold=-0.0047149999999999996 0.079625000000000015 0.30163500000000004 -0.15614499999999998 -0.4680149999999999 -0.40312499999999996 -0.073629999999999987 0.10021000000000001 0.25694000000000006 0.076175000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -5 8 9 -8
right_child=1 -3 4 6 5 -7 7 -9 -10 -11
leaf_value=-0.0027011202189478863 0.020394124442401858 0.019099585691936614 0.011000414968063362 -0.00082258913658120824 -0.0091383451994137155 0.003164817828358086 0.0079485480587742022 -0.0012853143642145449 -0.0004125702637833281 0.016335237606308277
leaf_weight=58 66 54 67 61 62 71 1780 52 54 53
leaf_count=58 66 54 67 61 62 71 1780 52 54 53
internal_value=0 0.00760743 0.00733277 0.00785049 0.00197576 -0.00255698 0.00743565 0.00769638 0.00794484 0.00819202
internal_weight=0 2320 2266 2066 200 133 2000 1939 1887 1833
internal_count=2378 2320 2266 2066 200 133 2000 1939 1887 1833
is_linear=0
shrinkage=0.16829


Tree=5998
num_leaves=29
num_cat=0
split_feature=1 1 12 0 14 15 1 15 49 12 12 15 15 15 12 15 1 0 156 15 130 401 0 133 12 49 12 12
split_gain=10.2529 2.85894 2.24868 1.32205 0.770681 0.531786 0.825738 0.441488 0.410907 0.405547 0.309709 0.272721 0.263116 0.258093 0.234626 0.224999 0.171168 0.170927 0.146738 0.154767 0.126928 0.160587 0.0975358 0.0629119 0.10715 0.054312 0.0132138 0.00345018
threshold=0.10141500000000002 0.12450500000000002 0.087545000000000026 0.062580000000000011 0.062655000000000016 0.03981500000000001 0.080270000000000022 -0.0085199999999999981 -0.020999999999999994 0.083785000000000012 0.092150000000000024 -0.077559999999999976 -0.074959999999999985 -0.26826999999999995 0.098785000000000012 0.095545000000000005 0.13662500000000002 -0.14076499999999997 0.088305000000000008 -0.067469999999999988 -0.0045849999999999997 0.078085000000000016 -0.063109999999999986 0.092845000000000011 0.093535000000000021 0.096010000000000012 0.086565000000000017 0.088125000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 6 10 8 -8 -7 18 17 25 22 -4 20 -15 -2 19 -1 27 -22 -3 24 -17 -12 -10 -11
right_child=1 13 14 -5 -6 9 7 -9 26 15 12 -13 -14 16 -16 23 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.001608902451196677 0.00081021177049427258 0.00054830752405827892 0.0016825493018182299 0.0011463788827552283 0.0019504328528446358 0.0019187364426932515 0.0012485646577841841 0.0011299987472897311 0.0015207970694193378 0.0017186166877254793 0.0016686238318298517 0.001194443737517715 0.0013426699974865108 0.001018452036956861 0.0013996977675160473 0.0016873670182208248 0.00074882131460761144 0.0010490548059912746 0.0014716391269973157 0.001751028178930508 0.001591742980407228 0.0017464666620072824 0.00075279887120992988 0.0014511426911077406 0.0014859876843234066 0.0015094172194839606 0.0016160474315358199 0.0017930083864511716
leaf_weight=232 58 54 87 75 65 56 71 66 52 53 55 80 88 52 54 58 54 81 53 145 301 105 52 80 69 56 61 65
leaf_count=232 58 54 87 75 65 56 71 66 52 53 55 80 88 52 54 58 54 81 53 145 301 105 52 80 69 56 61 65
internal_value=0 0.00106979 0.00124897 0.00157697 0.0015956 0.00158174 0.0015254 0.00136398 0.00144771 0.00164462 0.0015895 0.00103923 0.00148004 0.000765357 0.00157447 0.00162357 0.000881425 0.000949647 0.00164007 0.00166366 0.00166075 0.00163184 0.000648956 0.00152929 0.00157823 0.00158862 0.00157253 0.00175989
internal_weight=0 572 360 1806 1731 1666 879 250 184 787 629 219 199 212 141 731 106 139 430 377 524 406 106 207 127 111 113 118
internal_count=2378 572 360 1806 1731 1666 879 250 184 787 629 219 199 212 141 731 106 139 430 377 524 406 106 207 127 111 113 118
is_linear=0
shrinkage=0.0032998


Tree=5999
num_leaves=22
num_cat=0
split_feature=1 2 2 14 2 1 15 2 2 16 15 2 16 394 159 49 16 16 2 16 2
split_gain=8.37737 3.14345 1.60963 0.830453 0.795177 0.733442 1.06737 0.627661 0.397277 0.235516 0.672429 0.443531 0.52619 0.318985 0.213135 0.188871 0.200581 0.406336 0.111684 0.077733 0.0575064
threshold=0.12450500000000002 0.099675000000000014 -1.0000000180025095e-35 0.062655000000000016 0.14106500000000002 0.10141500000000002 -0.0036549999999999998 -1.0000000180025095e-35 0.11404000000000002 0.081265000000000018 -1.0000000180025095e-35 0.090000000000000011 0.0055300000000000011 -0.021004999999999996 -1.0000000180025095e-35 0.10470500000000001 0.25761500000000009 -0.036039999999999996 0.09142500000000002 -0.11010999999999999 0.087830000000000005
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 2 -1 9 7 15 8 -2 -7 11 20 12 13 -4 -13 16 17 19 -16 -3 -11
right_child=4 5 3 -5 -6 6 -8 -9 -10 10 -12 14 -14 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.00067151960980856896 0.00023744153011327849 0.0010931673042252447 0.0013210584803652122 0.0014921900707419871 9.080096522254131e-05 0.00026990819238726635 0.0010079736567053439 0.00070971758290692489 0.00062597933925368767 0.0011484220821311329 0.0014835993250890743 0.0011654625835407239 0.00080064320911730135 0.001119586144701317 0.00081469591056641236 0.00076847717356869777 0.0011324699921649835 0.00067327918170434053 0.00097813121150123333 0.00092368160382548254 0.00099235237151307958
leaf_weight=93 55 61 98 63 87 53 65 70 98 53 66 56 53 821 64 87 53 60 192 67 63
leaf_count=93 55 61 98 63 87 53 65 70 98 53 66 56 53 821 64 87 53 60 192 67 63
internal_value=0 0.0010211 0.00109396 0.00111963 0.000333536 0.000803789 0.000653888 0.000502198 0.000501234 0.00110359 0.00121633 0.00108759 0.00112258 0.00114111 0.000978455 0.000902396 0.000950594 0.000899133 0.00093741 0.00100473 0.00106396
internal_weight=0 2166 1622 1529 212 544 216 125 151 1466 182 1284 972 919 312 328 241 188 256 128 116
internal_count=2378 2166 1622 1529 212 544 216 125 151 1466 182 1284 972 919 312 328 241 188 256 128 116
is_linear=0
shrinkage=0.0032998


Tree=6000
num_leaves=22
num_cat=0
split_feature=1 159 12 0 0 160 0 49 49 0 12 475 3 0 1 13 3 475 1209 15 0
split_gain=0.333759 0.256207 0.188019 0.411424 0.219648 0.196588 0.181931 0.163869 0.260602 0.180674 0.180592 0.261526 0.269346 0.346437 0.158491 0.140349 0.196447 0.138066 0.13847 0.131593 0.103739
threshold=0.10141500000000002 0.11073500000000001 -1.0000000180025095e-35 -0.061654999999999995 -0.13740499999999997 -0.038589999999999992 -0.17106499999999999 -0.072214999999999988 -0.020999999999999994 -0.14989499999999997 0.083885000000000015 -0.068264999999999978 -0.08632999999999999 -0.087084999999999982 0.084885000000000002 -0.006219999999999999 -0.22382999999999997 -0.082549999999999998 0.083050000000000013 0.085915000000000019 -0.090889999999999985
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 -2 -4 -7 14 -9 -10 11 -11 -13 -14 -1 -8 -17 -12 20 -20 -19
right_child=1 -3 5 -5 -6 6 15 8 9 10 17 12 13 -15 -16 16 -18 18 19 -21 -22
leaf_value=0.0099881090922982474 -0.0031432308172874646 0.015274223670520485 0.013714153037709193 -0.011295175613070262 0.010737563206296034 -0.0049527458456899683 0.00059908307084969442 -0.0027077878748729594 0.016993454785888915 -0.005976468349248718 0.015273592730574796 -0.0020898430270547127 0.0030542729329415428 0.020892153278696434 0.021878644495725824 0.0025805575886916564 0.015656881090012034 0.011981936093344967 0.0084833093704977502 0.019222499110577673 0.0073482372052950853
leaf_weight=84 57 55 68 70 74 56 89 57 74 55 100 59 64 60 52 64 67 164 65 66 878
leaf_count=84 57 55 68 70 74 56 89 57 74 55 100 59 64 60 52 64 67 164 65 66 878
internal_value=0 0.00431854 0.00320962 -0.000871875 0.00468411 0.00559967 0.00359394 0.00891557 0.00844799 0.00885031 0.00845032 0.00418151 0.00724427 0.0117 0.0145477 0.00577763 0.00928216 0.009247 0.0087317 0.0139076 0.00807926
internal_weight=0 600 545 201 131 344 276 1778 1642 1585 1511 238 183 124 136 220 131 1273 1173 131 1042
internal_count=2378 600 545 201 131 344 276 1778 1642 1585 1511 238 183 124 136 220 131 1273 1173 131 1042
is_linear=0
shrinkage=0.16829


Tree=6001
num_leaves=23
num_cat=0
split_feature=4 4 42 1209 457 2 4 12 40 49 4 49 160 12 51 1447 4 51 151 4 150 0
split_gain=0.27878 0.362131 0.218039 0.148145 0.157876 0.144609 0.141954 0.775569 0.416665 0.230488 0.408387 0.199838 0.139914 0.219095 0.12485 0.112046 0.101473 0.0910227 0.082361 0.0679312 0.0839026 0.0436352
threshold=0.024315000000000003 0.056640000000000003 0.10909000000000001 0.083050000000000013 0.087195000000000009 0.084855000000000014 -0.019114999999999997 -1.0000000180025095e-35 -0.0057599999999999986 -0.012404999999999998 -0.037969999999999997 -0.008964999999999999 -0.012644999999999998 -0.083994999999999986 -0.010724999999999998 -0.085024999999999989 0.45363500000000007 0.023625000000000004 -0.081154999999999991 0.094510000000000025 1.0000000180025095e-35 -0.11242999999999999
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 12 4 6 -5 7 -1 -8 -9 15 18 16 -14 -13 -11 -3 -16 -10 -15 21 -21
right_child=1 2 -4 5 -6 -7 8 9 11 10 -12 14 13 19 17 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.014443085871182402 -0.0069888593948833882 0.0063241041701512513 -0.0051359801889188745 0.019672028534870694 0.0138681636513024 0.0083083148754274048 0.022611087576815504 0.016752972179421375 -0.0034363080236771686 -0.00053164532223461125 -0.006576050616476474 0.01447928282394422 -0.0038762154976642606 0.011953624243869204 0.003692360936805182 0.0074154136992473918 0.015497531649641022 0.010897631716755434 0.0054468423935182869 0.0063713451559404902 0.010990374436784649 0.00057783651605181519
leaf_weight=52 83 74 54 54 92 79 57 60 54 53 68 99 73 53 105 839 65 96 65 66 52 85
leaf_count=52 83 74 54 54 92 79 57 60 54 53 68 99 73 53 105 839 65 96 65 66 52 85
internal_value=0 0.00332761 0.0049714 0.00751746 0.00707696 0.0129357 0.00667219 0.00559396 0.00909669 0.00661722 0.00598186 0.00725393 0.00614148 0.00424102 0.00956971 0.00694121 0.0106268 0.00714262 0.00140074 0.00656272 0.00514639 0.003122
internal_weight=0 605 522 1773 1640 133 1548 1072 476 1020 960 419 468 329 300 892 139 201 119 256 203 151
internal_count=2378 605 522 1773 1640 133 1548 1072 476 1020 960 419 468 329 300 892 139 201 119 256 203 151
is_linear=0
shrinkage=0.16829


Tree=6002
num_leaves=11
num_cat=0
split_feature=1453 13 157 48 52 13 9 160 151 151
split_gain=0.218566 0.233054 0.215285 0.200517 0.298423 0.231696 0.340957 0.210563 0.252293 0.146748
threshold=-0.066944999999999991 0.23904000000000003 0.13962500000000003 0.093265000000000015 0.022635000000000006 -0.19676999999999997 -1.0000000180025095e-35 -0.52742999999999995 0.061780000000000009 -0.033849999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 9 -2 -7 -8 -9 -5
right_child=1 -3 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.0027539968556243933 0.014695079570300133 -0.0023282149886547248 -0.0045282370618769732 -0.00091048442327875811 -0.0079353477201529223 -0.006977115657315602 0.016736450750319407 0.0068649959090113007 -0.0047038601865685477 0.0093954809357497931
leaf_weight=90 102 98 53 63 66 52 59 1638 55 102
leaf_count=90 102 98 53 63 66 52 59 1638 55 102
internal_value=0 0.00568767 0.00604719 0.00631031 0.00161754 0.00687812 0.00643514 0.00683425 0.0064881 0.00544959
internal_weight=0 2288 2190 2137 231 1906 1804 1752 1693 165
internal_count=2378 2288 2190 2137 231 1906 1804 1752 1693 165
is_linear=0
shrinkage=0.16829


Tree=6003
num_leaves=30
num_cat=0
split_feature=1 12 2 12 51 12 1 11 4 2 4 2 52 1 49 16 2 0 12 4 16 42 49 16 484 2 16 50 4
split_gain=32.7621 5.05936 4.08857 3.03511 1.88942 1.75592 1.74162 1.4091 0.966698 0.829299 0.753873 0.624412 0.588928 0.501434 0.554058 0.486329 0.401963 0.345523 0.300348 0.238204 0.217317 0.195874 0.183757 0.174742 0.174716 0.205996 0.162374 0.161566 0.0948384
threshold=0.10892500000000001 0.054520000000000006 0.12228000000000001 0.085090000000000013 0.098415000000000016 0.093270000000000006 0.10124500000000002 1.0000000180025095e-35 0.057265000000000003 0.14870000000000003 0.014585000000000002 0.10406500000000002 0.11232500000000002 0.084795000000000023 -1.0000000180025095e-35 -0.014754999999999999 -1.0000000180025095e-35 -0.079249999999999987 0.11086000000000001 -0.097514999999999977 -0.022939999999999999 0.088950000000000015 0.09833500000000002 -0.088629999999999987 0.080390000000000017 0.088885000000000006 -0.0084099999999999991 0.090805000000000011 -0.082184999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 16 9 7 11 17 -5 -4 12 13 18 -1 -15 -14 -2 23 19 -7 -21 -19 -12 27 25 -25 -26 28 -3
right_child=2 5 4 8 -6 10 -8 -9 -10 -11 22 -13 15 14 -16 -17 -18 21 -20 20 -22 -23 -24 24 26 -27 -28 -29 -30
leaf_value=0.0017113148942052066 0.00040549424502304163 0.0019480646451478228 0.00030102554922809168 0.0016675039050600326 0.00080492775947470273 0.0019554080606092065 0.0008665331268765987 0.0022282813102299012 0.0010283622194316195 -0.00022012275972080523 0.0011673532629596637 0.0011012207247773219 0.0016315893322160794 0.0011292823354790188 0.0015835823817153326 0.0012069418081153424 0.00076024259070089386 0.0015125655960474354 0.0014872640978505719 0.0017778592232521959 0.0015170486818502167 0.0017741648422277079 0.0014497494829276238 0.0017613697718824801 0.0017399099019379622 0.0015831692245580279 0.0019930713589768655 0.0020306094077416131 0.0017754004709477822
leaf_weight=77 62 52 73 52 52 55 85 77 52 61 52 55 63 57 62 57 81 89 56 123 52 52 53 410 56 91 63 53 155
leaf_count=77 62 52 73 52 52 55 85 77 52 61 52 55 63 57 62 57 81 89 56 123 52 52 53 410 56 91 63 53 155
internal_value=0 0.00164454 0.000640762 0.000919073 0.000270987 0.00172151 0.00127585 0.00179609 0.00134827 6.35235e-05 0.00156119 0.00141432 0.00162601 0.001502 0.00136627 0.00143018 0.000606682 0.00176346 0.00170805 0.00176166 0.00170056 0.00160929 0.00131023 0.00178812 0.00175699 0.00172907 0.00187423 0.00186223 0.00181895
internal_weight=0 1945 433 247 186 1609 336 1098 104 134 511 251 406 196 119 120 143 1021 286 230 175 141 105 880 620 501 119 260 207
internal_count=2378 1945 433 247 186 1609 336 1098 104 134 511 251 406 196 119 120 143 1021 286 230 175 141 105 880 620 501 119 260 207
is_linear=0
shrinkage=0.0032998


Tree=6004
num_leaves=24
num_cat=0
split_feature=12 4 4 2 2 43 2 4 2 15 12 13 12 16 43 4 16 52 2 43 12 12 2
split_gain=9.72769 2.32785 1.98873 1.62019 1.39756 1.00573 0.926411 0.77098 0.590784 0.343894 0.286719 0.274577 0.263266 0.344628 0.161634 0.116015 0.11275 0.341949 0.0967083 0.093222 0.132183 0.118665 0.0519087
threshold=0.077755000000000005 0.30163500000000004 0.27161500000000005 0.10859000000000001 0.074875000000000011 -0.072864999999999985 0.09857500000000001 -0.1075 0.094835000000000017 -0.025694999999999999 0.11769500000000001 -0.062109999999999992 0.087745000000000004 0.0060650000000000009 0.20019500000000004 -0.084384999999999988 -0.015159999999999998 -0.42890999999999996 0.088625000000000023 0.0047850000000000011 0.085845000000000019 0.083785000000000012 0.085600000000000023
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 6 3 4 -1 -4 7 -2 -6 -5 16 -7 19 14 15 -14 -8 -18 -15 20 21 -9 -22
right_child=1 -3 5 9 8 11 10 12 -10 -11 -12 -13 13 18 -16 -17 17 -19 -20 -21 22 -23 -24
leaf_value=0.00076706982826446949 0.0016822266600460588 0.00062535400555972082 0.0002541681422021681 0.00079923477738895563 0.0014402534480924521 0.0005681483191523367 0.0013089258582603472 0.0014795890856930496 0.0010808261795351654 0.00045918731290376627 0.00094722791598478035 0.00087401336763256424 0.0014920976420639649 0.0011112897239927435 0.0012031777436427883 0.0013486096053303863 0.0012889232092326184 0.00097279565954448591 0.0012852956588567969 0.00153652261761232 0.0015347214591594504 0.0013166588091849075 0.0014100308580423254
leaf_weight=93 83 52 72 86 99 58 97 66 103 53 53 74 78 103 76 431 94 64 59 60 80 251 93
leaf_count=93 83 52 72 86 99 58 97 66 103 53 53 74 78 103 76 431 94 64 59 60 80 251 93
internal_value=0 0.00131429 0.000837767 0.000964193 0.00110277 0.000568628 0.00133549 0.00137216 0.00125716 0.00066983 0.00117108 0.000739885 0.00135229 0.00131126 0.00134897 0.00137067 0.00121747 0.00116109 0.00117488 0.00140796 0.00139214 0.00135069 0.00146789
internal_weight=0 1740 638 434 295 204 1688 1380 202 139 308 132 1297 747 585 509 255 158 162 550 490 317 173
internal_count=2378 1740 638 434 295 204 1688 1380 202 139 308 132 1297 747 585 509 255 158 162 550 490 317 173
is_linear=0
shrinkage=0.0032998


Tree=6005
num_leaves=23
num_cat=0
split_feature=9 1 50 34 52 13 1 15 15 15 129 52 159 47 1 401 1213 403 1210 15 13 159
split_gain=0.464796 0.197331 0.402592 0.280343 0.232993 0.229202 0.216342 0.235161 0.359888 0.234829 0.169384 0.167848 0.130294 0.128769 0.157746 0.0951243 0.121847 0.129404 0.118462 0.08635 0.0606528 0.0439635
threshold=0.08925000000000001 0.080270000000000022 0.041865000000000006 -0.072169999999999984 0.11110500000000002 -0.013514999999999998 0.093785000000000021 -0.4680149999999999 -0.26424499999999995 -0.0087299999999999999 0.088375000000000023 -0.082554999999999976 -0.08799499999999999 0.080455000000000013 0.092485000000000026 0.10910000000000002 -0.071559999999999985 -0.083919999999999981 -0.0081349999999999981 0.084535000000000013 -0.011984999999999997 -0.023859999999999996
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 4 3 -3 10 21 9 -8 -9 -5 15 -10 -4 14 20 16 17 -1 -18 -20 -14 -6
right_child=-2 2 12 6 5 -7 7 8 11 -11 -12 -13 13 -15 -16 -17 18 -19 19 -21 -22 -23
leaf_value=0.02191508441572913 -0.0084018635601297541 0.015577232626498757 0.018561062575680392 0.0031347613524781237 0.011034131021614962 -0.0039838837536434616 0.01482746120148329 -0.0091100026023386085 0.0093897954194850156 -0.0091333939580776347 0.0033871071564174704 0.0022296469503309143 0.010732155018440291 0.0018305580426097672 0.017460226667315781 0.0039248564095557114 0.018048178354212883 0.011421199651176595 0.010750179229808995 0.0063414311811984475 0.0031728020081638838 0.0051300412066541878
leaf_weight=57 53 52 53 100 64 70 56 58 155 79 100 233 74 52 74 56 52 83 521 169 52 85
leaf_count=57 53 52 53 100 64 70 56 58 155 79 100 233 74 52 74 56 52 83 521 169 52 85
internal_value=0 0.0075233 0.00580112 0.00365952 0.00894401 0.00394231 0.00274687 0.0045392 0.00324338 -0.00226964 0.00999755 0.00509465 0.0109421 0.00933254 0.0112741 0.0107004 0.0111285 0.0157065 0.0102623 0.00967296 0.00762668 0.00767808
internal_weight=0 2295 1038 733 1257 219 681 502 446 179 1038 388 305 252 200 938 882 140 742 690 126 149
internal_count=2348 2295 1038 733 1257 219 681 502 446 179 1038 388 305 252 200 938 882 140 742 690 126 149
is_linear=0
shrinkage=0.16829


Tree=6006
num_leaves=15
num_cat=0
split_feature=2 15 0 123 3 2 14 15 0 15 12 0 0 2
split_gain=5.0549 3.05692 1.01067 0.971142 0.789333 0.76422 0.730735 0.465528 0.37611 0.506216 0.322075 0.404976 0.142858 0.108477
threshold=0.11866500000000001 -0.42075999999999997 -0.084114999999999981 0.081180000000000016 0.11745500000000002 0.15398500000000001 0.062655000000000016 -0.097984999999999989 -0.11327499999999999 -0.10602999999999999 0.092495000000000008 -0.050864999999999994 -0.034179999999999995 0.087470000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 7 8 -4 9 -3 11 -10 -12 -5
right_child=2 3 5 13 -6 -7 -8 -9 10 -11 12 -13 -14 -15
leaf_value=0.0001942046147176602 0.00014439959065611692 0.00099367201805922395 0.00043920988819357834 0.00049710139712855358 0.00055755175084403288 0.0002279628370890526 0.0012687810868520254 0.0008374744331996458 0.00094350748633229161 0.00058786100449284952 0.00088450823381239696 0.0011492781185356948 0.00070051028306059135 0.00070815849334833687
leaf_weight=69 100 57 52 57 64 56 68 85 950 83 482 119 53 53
leaf_count=69 100 57 52 57 64 56 68 85 950 83 482 119 53 53
internal_value=0 0.000877649 0.000414115 0.000901376 0.000919081 0.000553682 0.00093183 0.000686565 0.000918672 0.000753336 0.000933081 0.000966447 0.000866346 0.000599113
internal_weight=0 2055 293 1986 1876 193 1812 137 1744 140 1604 1069 535 110
internal_count=2348 2055 293 1986 1876 193 1812 137 1744 140 1604 1069 535 110
is_linear=0
shrinkage=0.0032998


Tree=6007
num_leaves=23
num_cat=0
split_feature=1 1 123 2 2 47 13 1 2 0 52 1 2 16 52 52 1 1 1 43 16 2
split_gain=19.4518 2.92611 1.78762 1.66627 0.898526 0.740313 0.461478 0.665522 0.435411 0.346617 0.327249 0.292688 0.283445 0.25145 0.174786 0.160604 0.201962 0.166747 0.125839 0.101468 0.172281 0.116809
threshold=0.10684 0.12450500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.093255000000000018 0.085505000000000012 0.039845000000000012 0.07677500000000001 0.12358500000000001 -0.14310999999999999 -0.071604999999999988 0.076010000000000008 0.14870000000000003 -0.16927999999999996 0.11110500000000002 -0.0046699999999999997 0.091055000000000011 0.080270000000000022 0.079865000000000019 -1.0000000180025095e-35 -0.067914999999999989 0.10406500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 12 13 -8 9 -6 -5 19 -3 -1 15 17 -17 -15 -16 21 -21 -11
right_child=1 5 -4 10 8 -7 7 -9 -10 11 -12 -13 -14 14 18 16 -18 -19 -20 20 -22 -23
leaf_value=0.0010656028849780658 0.0010179405323259701 0.00014246957182047988 0.00071671331152998899 0.00067365028125737191 0.0008808843642873174 0.00048463953109018922 0.0012756912478144365 0.00079271761192618905 0.0008398137828017709 0.0011033393008218651 0.0003508943471724584 0.0013426760804733221 -0.0001489732494019749 0.0013114214105506023 0.0010702661691871741 0.0013794014368400805 0.0011909711623112897 0.0011608045204156709 0.0012923424649800325 0.0011782572830734597 0.00093305314095003743 0.0012521445931322186
leaf_weight=54 97 100 82 53 52 54 77 53 60 141 99 87 57 260 61 467 75 124 57 62 68 108
leaf_count=54 97 100 82 53 52 54 77 53 60 141 99 87 57 260 61 467 75 124 57 62 68 108
internal_value=0 0.000437422 0.00119427 0.00067973 0.00121594 0.000151308 0.00126664 0.00107906 0.00110817 0.00113918 0.000463666 0.00116793 3.64347e-05 0.00128881 0.00130032 0.00131589 0.00135339 0.00126288 0.00117784 0.00112772 0.00105027 0.00116802
internal_weight=0 460 1888 249 1806 211 1228 130 578 518 152 466 157 1098 1044 926 542 384 118 379 130 249
internal_count=2348 460 1888 249 1806 211 1228 130 578 518 152 466 157 1098 1044 926 542 384 118 379 130 249
is_linear=0
shrinkage=0.0032998


Tree=6008
num_leaves=24
num_cat=0
split_feature=4 3 2 4 3 13 43 16 2 48 4 0 0 2 13 4 1419 16 43 133 15 2 42
split_gain=7.94959 3.31043 1.51147 0.953476 0.908715 0.776228 0.711309 0.640113 0.403379 0.341308 0.307953 0.294678 0.455271 0.274918 0.269725 0.232875 0.228271 0.296774 0.30428 0.175632 0.0916999 0.0745359 0.094073
threshold=0.30163500000000004 -0.065259999999999999 0.14307 -0.033449999999999987 0.10632000000000001 -0.10899499999999999 -0.057214999999999995 0.041625000000000002 0.11626500000000002 0.086515000000000022 0.0015850000000000003 -0.037224999999999994 -0.14582499999999995 0.08647500000000001 -0.085409999999999986 -0.082249999999999976 0.082370000000000013 0.25032500000000008 -0.45516499999999999 -1.0000000180025095e-35 -0.066639999999999991 0.08826500000000001 0.084145000000000011
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=1 8 3 7 6 -2 9 -3 10 -5 14 12 -7 -8 15 -1 17 18 -16 -12 -21 22 -17
right_child=5 2 -4 4 -6 11 13 -9 -10 -11 19 -13 -14 -15 16 21 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0014427472594548258 0.00012468968884174692 0.0013709839559668403 0.00033895934741647802 0.0008367193774696471 0.00039519735667729601 0.00066444742157851751 0.0011905594432266389 0.00092725238976355037 0.00086795481169436568 0.00046989413547938709 0.00086279889691863747 0.00073993622916828435 0.00026334136789778136 0.00090003596433507705 0.00136131459451591 0.0013328132500861113 0.0013404253165724268 0.0009343165203714802 0.0011143510657678796 0.0011366794763777884 0.00096399721951785026 0.0010804641221592805 0.0011747094769098013
leaf_weight=52 70 59 63 58 55 57 57 91 67 54 61 54 68 100 60 66 52 94 764 101 56 53 136
leaf_count=52 70 59 63 58 55 57 57 91 67 54 61 54 68 100 60 66 52 94 764 101 56 53 136
internal_value=0 0.00104381 0.000820064 0.000883934 0.000782859 0.000419965 0.00086199 0.00110202 0.00112071 0.000660172 0.00113201 0.000535239 0.000446528 0.00100574 0.00115179 0.00123817 0.00112441 0.00111213 0.00113238 0.00101601 0.00107531 0.00119632 0.00122654
internal_weight=0 2099 537 474 324 249 269 150 1562 112 1495 179 125 157 1277 307 970 918 824 218 157 255 202
internal_count=2348 2099 537 474 324 249 269 150 1562 112 1495 179 125 157 1277 307 970 918 824 218 157 255 202
is_linear=0
shrinkage=0.0032998


Tree=6009
num_leaves=20
num_cat=0
split_feature=1 4 2 42 123 4 12 4 0 1375 0 0 150 1 158 0 0 43 2
split_gain=8.79965 2.02079 1.78189 0.622858 0.618582 0.417903 0.37435 0.454566 0.422397 0.241759 0.453553 0.407245 0.185021 0.198213 0.168948 0.175108 0.183155 0.175277 0.127869
threshold=0.104035 -0.036279999999999993 0.12708000000000003 0.077855000000000021 0.081990000000000021 0.49433000000000005 0.093225000000000016 -0.50547999999999982 -0.066264999999999991 -0.084629999999999997 -0.14989499999999997 -0.11208499999999998 0.085395000000000013 0.11846000000000002 0.081640000000000018 -0.084144999999999984 -0.036119999999999992 -0.073574999999999988 0.093200000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 6 -4 7 -1 9 -9 -11 -12 13 -3 15 -8 17 -17 -19
right_child=1 2 5 -5 -6 -7 14 8 -10 10 11 -13 -14 -15 -16 16 -18 18 -20
leaf_value=0.0014526884753506902 0.0010661648915242026 0.0007514601167755143 1.3876364198311036e-05 0.00088309740634798391 0.00079478570834704443 0.00037975367421299526 0.00088875764679256807 0.00093279687435735416 0.00090129767625156062 0.001384560548462431 0.0008707916097236934 0.0011584150037334026 0.00040498343497885364 0.00048274602083258147 0.0012157045444421547 0.0012075822354275297 0.00087412043974102391 0.0011463623020699168 0.00097303267380777594
leaf_weight=52 89 67 64 97 68 73 92 54 80 93 58 924 61 56 56 92 55 74 143
leaf_count=52 89 67 64 97 68 73 92 54 80 93 58 924 61 56 56 92 55 74 143
internal_value=0 0.000614312 0.00051802 0.000668512 0.00110544 0.00020909 0.00111734 0.00114817 0.00113504 0.00115157 0.00116253 0.00114146 0.000555196 0.000629405 0.00104135 0.00101986 0.0010529 0.0010846 0.0010323
internal_weight=0 507 418 281 1841 137 1773 1261 1209 1129 1075 982 184 123 512 456 364 309 217
internal_count=2348 507 418 281 1841 137 1773 1261 1209 1129 1075 982 184 123 512 456 364 309 217
is_linear=0
shrinkage=0.0032998


Tree=6010
num_leaves=27
num_cat=0
split_feature=4 3 2 4 3 123 3 0 158 3 159 15 4 2 15 15 43 3 43 1429 457 3 402 43 43 0
split_gain=18.9694 7.45071 3.13867 1.02391 1.01434 0.929357 0.605807 0.541472 0.482701 0.407538 0.394211 0.363772 0.317956 0.264528 0.254732 0.509553 0.249207 0.16133 0.133609 0.104259 0.107407 0.103624 0.0966103 0.0585749 0.046358 0.0261437
threshold=0.36766000000000004 -0.057369999999999997 0.10859000000000001 0.005935000000000001 0.13772500000000001 1.0000000180025095e-35 0.17646500000000004 -0.079119999999999982 0.083705000000000016 -0.12077499999999998 0.012830000000000003 -0.032264999999999995 -9.4999999999999992e-05 0.12708000000000003 0.029300000000000003 0.090310000000000015 -0.084964999999999985 1.0000000180025095e-35 -0.0070549999999999996 0.084180000000000019 0.018630000000000004 -0.24154499999999998 0.049895000000000002 0.035255000000000009 -0.08231999999999999 -0.06884499999999999
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 3 5 7 13 10 11 9 18 -1 12 -4 -3 17 16 -16 -9 -2 24 20 22 -18 -11 25 -5 -17
right_child=4 2 6 8 -6 -7 -8 14 -10 19 -12 -13 -14 -15 15 23 21 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0014355081488127092 8.0482365473736635e-05 0.00067352012522346239 0.00055360799531734201 0.00078448150625319644 -0.0004209774691062668 0.00050563070351838826 -3.3852376554027035e-05 0.00072166945964281695 0.001111171596274871 0.0011140203859568844 0.0011600200371299099 0.00017669679001314429 0.00095722803979487504 -9.0521014392826215e-05 0.00135967610804185 0.0010021604457359529 0.00086568220843054051 0.00031102684149186962 0.00090997074260170015 0.0012700537290597459 0.00097732220786459823 0.001052498681217302 0.0012179773890139563 0.00091465950039857637 0.00064615491252657917 0.0011062004883806128
leaf_weight=52 80 79 61 53 52 88 58 52 64 597 52 52 98 57 56 88 52 57 55 59 56 101 127 64 64 53
leaf_count=52 80 79 61 53 52 88 58 52 64 597 52 52 98 57 56 88 52 57 55 59 56 101 127 64 64 53
internal_value=0 0.000957248 0.000600346 0.00106656 -1.1578e-05 0.000794759 0.000239736 0.00110154 0.000865256 0.0011495 0.000905712 0.000380474 0.0008308 9.79764e-05 0.00100977 0.00107894 0.000921537 0.000176659 0.000773548 0.00113173 0.00112122 0.000989236 0.0011323 0.00100208 0.000709117 0.00104152
internal_weight=0 2081 488 1593 246 317 171 1357 236 891 229 113 177 194 466 261 205 137 172 839 780 153 724 205 117 141
internal_count=2327 2081 488 1593 246 317 171 1357 236 891 229 113 177 194 466 261 205 137 172 839 780 153 724 205 117 141
is_linear=0
shrinkage=0.0032998


Tree=6011
num_leaves=18
num_cat=0
split_feature=1 1 0 0 0 40 51 52 1 13 15 0 16 1453 13 51 51
split_gain=0.881753 0.36626 0.251162 0.168953 0.291632 0.160656 0.156002 0.213374 0.139906 0.150309 0.129259 0.173285 0.130261 0.148086 0.0952786 0.0934649 0.245387
threshold=0.10335000000000001 0.14846500000000004 -0.19242499999999998 0.04939000000000001 -0.019414999999999998 -0.077474999999999988 -0.076794999999999988 -0.064819999999999989 0.13522500000000001 -0.010739999999999998 -0.13309999999999997 -0.10075499999999998 -0.15043499999999996 -0.044999999999999991 -0.084484999999999991 -0.22361999999999996 -0.091149999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 10 -4 -7 -8 9 -9 11 -1 14 -14 -12 -15 -17
right_child=1 -3 5 -5 -6 6 7 8 -10 -11 12 -13 13 15 -16 16 -18
leaf_value=0.02298691587490698 -0.0070465878905621787 -0.010821037603910656 0.011289475522422638 0.0033431198767450467 0.023137262455848313 0.010461424368399849 -0.005377706507782385 0.0069266360282539243 0.011825700889414597 -0.0043137254132766039 -0.0004635885530895154 0.0099226347681243433 0.0023138281582720291 0.016354023273403018 0.0093727117974841817 0.00091524487264404877 0.010931409434188055
leaf_weight=52 52 52 99 94 52 74 83 75 57 61 57 66 63 79 54 74 1183
leaf_count=52 52 52 99 94 52 74 83 75 57 61 57 66 63 79 54 74 1183
internal_value=0 0.00261296 0.00401089 0.0103141 0.0107031 0.00529549 0.00359492 0.00174739 0.00482086 0.00187179 0.0103048 0.015695 0.00988239 0.0103236 0.00430545 0.0107 0.0103432
internal_weight=0 553 501 1774 1680 449 350 276 193 136 1628 118 1510 1399 111 1336 1257
internal_count=2327 553 501 1774 1680 449 350 276 193 136 1628 118 1510 1399 111 1336 1257
is_linear=0
shrinkage=0.16829


Tree=6012
num_leaves=23
num_cat=0
split_feature=1 155 1 124 131 40 42 13 16 13 124 41 42 42 51 13 133 133 16 1 16 16
split_gain=18.573 3.35017 1.89099 0.645949 0.735514 0.611287 0.615026 0.311213 0.463163 0.416725 0.298667 0.291486 0.24508 0.37686 0.399276 0.21586 0.196643 0.158756 0.138076 0.0878479 0.0807401 0.087129
threshold=0.10124500000000002 0.098655000000000007 0.13891000000000003 -1.0000000180025095e-35 0.085815000000000016 -0.026419999999999996 0.11661000000000001 0.0014100000000000002 -0.019749999999999993 -0.076494999999999994 -0.084284999999999985 0.075585000000000013 -0.08539999999999999 0.082115000000000007 0.07955000000000001 -0.04009999999999999 -0.14525499999999997 0.11370000000000001 -0.24235499999999996 0.077800000000000022 -0.080029999999999976 -0.085219999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 10 7 -1 11 8 9 -5 -2 12 19 14 15 -14 -15 -18 -4 20 21 -7
right_child=1 -3 18 4 -6 6 -8 -9 -10 -11 -12 -13 13 16 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0016982444753702427 0.0012648285769697165 0.0020501100564771792 0.00094937132649900488 0.0011607793534585483 0.0017295919375394713 0.0020303818787533946 0.0017440608587253091 0.0015264488479310489 0.0010072719934733844 0.0015394950259092395 0.00092411526942635122 0.0022339979286327945 0.001761578960488086 0.0022365207075501106 0.0017113611139457964 0.0019904811122090126 0.002036135687012029 0.0018590066541572042 0.00070543547136747643 0.0022292339839624399 0.001995626273921068 0.0022322888914530627
leaf_weight=78 64 60 53 60 61 52 98 63 58 70 52 67 55 52 89 348 618 66 52 53 102 56
leaf_count=78 64 60 53 60 61 52 98 63 58 70 52 67 55 52 89 348 618 66 52 53 102 56
internal_value=0 0.00131 0.00122662 0.00132411 0.00140271 0.00198673 0.00200029 0.00132313 0.00125481 0.00136497 0.0011124 0.00201639 0.00200659 0.00198647 0.00191454 0.00195933 0.00203451 0.0020191 0.000828901 0.00210037 0.00206768 0.0021354
internal_weight=0 593 533 428 312 1734 1656 251 188 130 116 1558 1491 1228 492 403 736 684 105 263 210 108
internal_count=2327 593 533 428 312 1734 1656 251 188 130 116 1558 1491 1228 492 403 736 684 105 263 210 108
is_linear=0
shrinkage=0.0032998


Tree=6013
num_leaves=20
num_cat=0
split_feature=1 1 12 11 0 15 43 4 1 43 0 1210 1210 1456 483 479 150 1 1
split_gain=0.706149 0.275852 0.209966 0.231072 0.20539 0.175025 0.174548 0.181622 0.180192 0.110107 0.10938 0.120918 0.136833 0.121432 0.166459 0.105773 0.10146 0.0602862 0.0531702
threshold=0.10141500000000002 0.14846500000000004 0.11628000000000001 0.078065000000000009 -0.082654999999999992 -0.043644999999999996 -0.082739999999999994 -0.34140499999999996 0.11421000000000002 -0.033174999999999989 0.053930000000000006 -0.059899999999999995 -0.083289999999999989 -0.015029999999999996 -0.070084999999999981 0.078750000000000014 0.10781 0.12640500000000002 0.11000000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 5 17 -6 -8 -9 -10 11 12 -1 14 -13 16 -15 18 -2
right_child=1 -3 -4 -5 6 -7 7 8 9 -11 -12 13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.010299316778563081 0.0012030212466690845 -0.0082940748135215264 0.00087275878761936031 0.020000602292154501 0.014946596694839004 -0.0074153753047935681 0.012742325590166486 -0.0058016885422967389 0.00095217068626116531 0.011316531458396567 0.0024564849614062971 0.013172793453363054 -0.00074420109397915952 0.011359586976722087 0.0021546101133656011 0.018363949866716876 0.0039721278517624867 -0.0013734385066036939 0.0082697664507100904
leaf_weight=71 52 52 67 70 68 56 66 53 60 57 52 64 57 1140 100 59 56 53 74
leaf_count=71 52 52 67 70 68 56 66 53 60 57 52 64 57 1140 100 59 56 53 74
internal_value=0 0.00339935 0.0101394 0.0105103 0.00453081 0.00078583 0.00741986 0.00524353 0.00232167 0.00601683 0.0100938 0.0103493 0.00536746 0.0107974 0.00646534 0.0113621 0.0110152 0.00336161 0.00536759
internal_weight=0 591 1736 1669 539 235 304 236 170 117 1599 1547 128 1419 164 1255 1196 179 126
internal_count=2327 591 1736 1669 539 235 304 236 170 117 1599 1547 128 1419 164 1255 1196 179 126
is_linear=0
shrinkage=0.16829


Tree=6014
num_leaves=24
num_cat=0
split_feature=1 3 1 124 4 16 1 0 0 0 39 133 43 4 13 49 3 16 0 13 16 16 133
split_gain=0.488446 0.324475 0.223678 0.177966 0.188703 0.211471 0.169557 0.195191 0.130261 0.248413 0.0904166 0.101824 0.178678 0.271739 0.18131 0.150655 0.138696 0.137702 0.0985193 0.0738396 0.0716675 0.112866 0.0715208
threshold=0.10141500000000002 -0.049204999999999992 0.14699000000000004 -0.082654999999999992 0.45363500000000007 -0.031434999999999998 0.11762000000000002 -0.07081999999999998 0.053930000000000006 -0.019414999999999998 1.0000000180025095e-35 -0.059434999999999995 -0.024279999999999996 0.0051600000000000005 -0.083954999999999988 0.089065000000000019 -0.08317999999999999 -0.034884999999999992 -0.080219999999999986 -0.010419999999999997 -0.087969999999999979 -0.096104999999999982 -0.11008499999999999
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=8 6 3 -3 5 19 7 -2 9 10 11 18 13 16 -14 -15 -13 -16 20 -5 21 -1 -22
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 12 14 15 17 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.014849781225650111 0.01276658440086355 0.0087844892497320037 -0.010130378505170071 -0.0035940937534862756 0.0069637512513417823 -0.011592865781451776 0.01463661885627693 0.00010004320421312508 0.0017295563193959701 0.020112755221369197 0.01441554128519912 0.0080807547605657136 -0.0022024925690822539 -0.0050019250695991606 0.0045076889173716337 0.0068758023328556435 0.012957261960321069 0.013043792020020926 0.0049477264831598857 0.0049669478794131302 0.011332891241405655 0.0056243278541882246 0.020119214323146905
leaf_weight=70 54 73 55 57 66 61 72 96 79 53 68 394 89 55 245 67 289 69 67 57 56 83 52
leaf_count=70 54 73 55 57 66 61 72 96 79 53 68 394 89 55 245 67 289 69 67 57 56 83 52
internal_value=0 0.00282779 -0.000226046 0.00150307 -0.000695054 -0.00359378 0.00791184 0.00467198 0.00843427 0.00875285 0.00837637 0.00810784 0.00738909 0.00883955 0.0044873 0.00150636 0.0101468 0.00638918 0.0107495 0.000670668 0.0122319 0.00985687 0.01558
internal_weight=0 591 369 314 241 175 222 150 1736 1657 1604 1536 1208 805 403 122 683 314 328 114 261 153 108
internal_count=2327 591 369 314 241 175 222 150 1736 1657 1604 1536 1208 805 403 122 683 314 328 114 261 153 108
is_linear=0
shrinkage=0.16829


Tree=6015
num_leaves=20
num_cat=0
split_feature=2 2 2 2 0 3 16 16 3 11 2 3 2 43 0 3 0 3 156
split_gain=14.5669 5.70398 3.66158 3.26959 1.52743 1.23768 0.918054 0.72143 0.63076 0.459013 0.384475 0.277753 0.247724 0.277152 0.243103 0.218625 0.190608 0.18321 0.161292
threshold=0.11556500000000001 -1.0000000180025095e-35 0.099675000000000014 0.14870000000000003 -0.13740499999999997 0.13524500000000003 -0.057579999999999992 -0.087829999999999978 0.092330000000000009 0.077290000000000011 0.12551500000000002 -0.038414999999999998 0.10406500000000002 -0.073574999999999988 -0.07304999999999999 -0.0005399999999999999 -0.059914999999999989 -0.077039999999999983 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 5 -4 7 -1 -2 9 11 -9 14 -6 -14 18 -5 -16 -15 -3
right_child=3 2 4 15 12 -7 -8 10 -10 -11 -12 -13 13 17 16 -17 -18 -19 -20
leaf_value=0.00043985869651200438 0.00067791368571997346 0.0014636795551823667 0.00072125429511314177 0.00026606150342922089 0.0010453524775929732 0.00035741419314262778 0.00098820482306468012 0.0012966747867217241 0.0011199653967580111 0.0017555341939662888 0.00091563455304825988 0.001618969546742963 0.0014524882089182293 0.001319602484667184 0.0012215980475563061 -3.4585924627117149e-05 0.0014617325856046198 0.0010525899249429599 0.0012828750300835988
leaf_weight=77 75 1086 97 52 74 52 59 55 62 57 63 102 64 55 98 53 61 62 60
leaf_count=77 75 1086 97 52 74 52 59 55 62 57 63 102 64 55 98 53 61 62 60
internal_value=0 0.00133108 0.00137836 0.00060154 0.00107459 0.000810354 0.000678003 0.000932208 0.0014484 0.00146229 0.00109354 0.00145038 0.00120886 0.00127552 0.00143718 0.000113971 0.00131395 0.00117841 0.00145424
internal_weight=0 2014 1878 350 352 245 136 193 1526 1464 118 1407 255 181 1305 105 159 117 1146
internal_count=2364 2014 1878 350 352 245 136 193 1526 1464 118 1407 255 181 1305 105 159 117 1146
is_linear=0
shrinkage=0.0032998


Tree=6016
num_leaves=22
num_cat=0
split_feature=1 2 16 2 16 1 3 1 49 0 1 3 49 49 49 156 3 16 15 13 0
split_gain=9.07779 2.86316 1.49684 1.1693 0.747938 1.13148 0.67315 1.20997 0.605837 0.601393 0.447094 0.421768 0.328462 0.436351 0.296192 0.270216 0.28418 0.228753 0.216552 0.0814126 0.0779689
threshold=0.11846000000000002 0.099325000000000011 -0.41163499999999992 0.14307 0.51222500000000004 0.098370000000000027 -0.023394999999999996 0.083250000000000005 -0.083094999999999988 -0.036119999999999992 0.13630500000000004 0.0075150000000000008 -0.014169999999999999 -1.0000000180025095e-35 0.094245000000000009 0.088610000000000008 -0.14162499999999997 0.059920000000000008 -0.031659999999999994 -0.06457499999999998 -0.085834999999999981
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 6 10 17 5 9 8 -8 -1 14 -2 -7 -10 20 19 16 -15 -4 -9 -3 -14
right_child=2 4 3 -5 -6 11 7 18 12 -11 -12 -13 13 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0014748691603440819 0.00032080130386672221 0.0011729839425386572 0.00066921993337389779 0.00022898750437177259 0.0011244840025847736 0.00042994685376630544 0.0013557484016322894 0.00065171699733385362 0.00090446211187683795 0.000617924204676665 -0.00010375744408759703 0.00075652524936656188 0.0012639662770528523 0.0013665004700611715 0.00082592766928015946 0.00092150508236158986 0.0011333570108220561 0.00097665329235605458 0.00092543064690988035 0.0010129679175712412 0.001454589592949491
leaf_weight=63 56 71 56 56 92 90 55 74 62 55 52 84 52 62 70 63 1010 52 57 80 52
leaf_count=63 56 71 56 56 92 90 55 74 62 55 52 84 52 62 70 63 1010 52 57 80 52
internal_value=0 0.00105915 0.000418109 0.000616805 0.000852449 0.000796755 0.00113141 0.000944157 0.00115692 0.000928354 0.000116058 0.000587808 0.0011415 0.00115333 0.00100545 0.0011344 0.00114687 0.00081757 0.000771083 0.00108844 0.00135962
internal_weight=0 2092 272 164 542 450 1550 186 1364 276 108 174 1301 1239 221 1135 1072 108 131 151 104
internal_count=2364 2092 272 164 542 450 1550 186 1364 276 108 174 1301 1239 221 1135 1072 108 131 151 104
is_linear=0
shrinkage=0.0032998


Tree=6017
num_leaves=21
num_cat=0
split_feature=3 2 11 49 47 1 16 1 52 3 16 1455 49 483 0 1429 0 15 3 3
split_gain=0.576395 0.328695 0.332248 0.296677 0.316087 0.290325 0.453953 0.419351 0.182645 0.340749 0.248067 0.164699 0.145168 0.128804 0.153895 0.133839 0.137698 0.118018 0.101463 0.0608628
threshold=-0.0088599999999999981 0.097145000000000023 0.078065000000000009 -0.062709999999999974 0.096300000000000011 0.089710000000000026 -0.34140499999999996 0.11224000000000002 -0.53937999999999986 -0.097224999999999992 -0.061784999999999993 0.068185000000000009 0.10247500000000002 -0.076039999999999983 -0.10490499999999998 0.083725000000000008 -0.071519999999999986 -0.095539999999999986 -0.063074999999999978 -0.078644999999999979
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 2 11 -2 5 -5 -7 -8 -3 10 -10 13 17 -1 -15 16 -16 -11 19 -19
right_child=3 8 -4 4 -6 6 7 -9 9 12 -12 -13 -14 14 15 -17 -18 18 -20 -21
leaf_value=0.017547398775556999 0.011050296339776285 0.014734584646538767 0.022769630384222247 0.0054432583781113611 0.0099241309442595887 0.0031037397043110993 -0.022857915693757693 -0.0021084920639032295 0.004258183679359406 0.0021052912771019521 -0.01178834900489604 0.0164031129564986 0.0011770047439845399 0.00022389034761049754 0.0090984122781253545 0.0029965129580074488 0.014582428875288305 0.012787107385871804 0.017240118979881529 0.0052244253207026775
leaf_weight=52 92 52 59 97 78 90 58 53 53 53 56 101 91 55 904 87 153 54 55 71
leaf_count=52 92 52 59 97 78 90 58 53 53 53 56 101 91 55 904 87 153 54 55 71
internal_value=0 0.00908402 0.0103844 0.00248361 0.000382728 -0.00210866 -0.00576205 -0.0129667 0.00529701 0.00415948 -0.00396942 0.00984264 0.00689975 0.00931154 0.00895286 0.00937095 0.00989392 0.0091271 0.0111847 0.00850588
internal_weight=0 1896 1411 468 376 298 201 111 485 433 109 1352 324 1251 1199 1144 1057 233 180 125
internal_count=2364 1896 1411 468 376 298 201 111 485 433 109 1352 324 1251 1199 1144 1057 233 180 125
is_linear=0
shrinkage=0.16829


Tree=6018
num_leaves=27
num_cat=0
split_feature=1 12 47 1 1 12 13 12 49 0 49 0 49 1 484 484 1 12 133 12 0 12 43 43 13 43
split_gain=11.4713 2.38777 1.65448 1.40358 0.790027 0.664903 0.618378 0.56605 0.47447 0.312292 0.295025 0.243378 0.15499 0.138758 0.137374 0.265701 0.250482 0.232858 0.192671 0.191297 0.18927 0.109322 0.120618 0.126776 0.133057 0.0945567
threshold=0.11130500000000002 0.054520000000000006 1.0000000180025095e-35 0.088595000000000021 0.12007000000000002 0.093670000000000017 -0.10899499999999999 0.09141500000000001 -0.062709999999999974 -0.057279999999999991 0.10470500000000001 -0.14310999999999999 0.10671500000000002 0.079415000000000013 -0.011244999999999998 -0.081634999999999985 0.089790000000000023 0.09141500000000001 0.087035000000000015 0.090775000000000008 -0.099059999999999995 0.11628000000000001 -0.071349999999999983 0.059230000000000012 -0.047309999999999998 -0.11118499999999999
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 3 4 13 -2 12 -6 -4 -5 -8 21 -10 14 -1 15 18 17 20 -3 -18 -16 22 25 24 -24 -7
right_child=2 5 7 8 6 10 9 -9 11 -11 -12 -13 -14 -15 16 -17 19 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0010496078731329608 0.00061860514434989742 0.0013382536709867097 0.00062495075595755208 0.0009558711302949008 -1.8653857312648623e-05 0.0011409709817448541 0.00020877374833136965 0.0010773019703943796 0.00048575517551467337 0.00055711053398857654 0.00087969739316228477 0.00075301272629908745 0.0010703341860983757 0.0012650485535459157 0.0014360687342172282 0.0015219680247888473 0.00094540156994454296 0.0010900996733126096 0.0010950923917752182 0.0012186016338497085 0.0012464027226032352 0.00097945098849173875 0.00095420628324802896 0.0012017206621045102 0.0011421945447690621 0.0013339151379786031
leaf_weight=80 89 99 68 64 65 69 56 55 78 57 68 73 66 60 67 53 61 97 59 55 554 59 92 86 81 53
leaf_count=80 89 99 68 64 65 69 56 55 78 57 68 73 66 60 67 53 61 97 59 55 554 59 92 86 81 53
internal_value=0 0.00113012 0.000510625 0.00088464 0.000364514 0.00118392 0.00023727 0.000827508 0.000716768 0.000384795 0.00108444 0.000615192 0.00122938 0.00114219 0.00123939 0.00131674 0.00121978 0.00124308 0.00124768 0.00107524 0.00126692 0.001116 0.00113706 0.00109546 0.00104243 0.00122508
internal_weight=0 1974 390 355 267 1619 178 123 215 113 508 151 1111 140 1045 211 834 718 158 116 621 440 381 259 173 122
internal_count=2364 1974 390 355 267 1619 178 123 215 113 508 151 1111 140 1045 211 834 718 158 116 621 440 381 259 173 122
is_linear=0
shrinkage=0.0032998


Tree=6019
num_leaves=18
num_cat=0
split_feature=2 3 151 2 1 1 150 157 157 15 16 16 16 15 1 160 1
split_gain=0.45294 0.347713 0.412771 0.212151 0.168385 0.169861 0.190772 0.149345 0.203204 0.127917 0.218476 0.177577 0.143342 0.148424 0.102858 0.142378 0.19621
threshold=0.099675000000000014 0.092330000000000009 0.015440000000000001 0.16730000000000003 0.12212000000000002 0.10726500000000001 0.087380000000000013 -0.08205999999999998 -0.0066899999999999989 -0.080944999999999989 -0.074874999999999983 0.51148500000000008 0.24579500000000001 0.11162500000000002 0.096035000000000023 -0.072664999999999993 0.11203500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 7 -1 -9 14 -11 12 13 -12 -2 -16 -17
right_child=3 -3 -4 -5 -6 -7 -8 8 -10 10 11 -13 -14 -15 15 16 -18
leaf_value=0.015350091371909316 0.0067566284110199895 -0.0020925394869254388 0.023604016225363757 -0.0060347047343900853 -0.00045464863225146422 0.016801669516224461 0.0012257545567404627 1.7215926555126756e-05 0.0092036893765596629 0.013766319124893794 0.0002981522508119188 0.010520623867846324 -0.0056524784153802691 0.011413385250203066 0.0068570200305455974 -0.0115716559703458 0.0017586521383227167
leaf_weight=103 77 80 55 59 54 77 92 73 1128 89 96 89 57 53 52 52 78
leaf_count=103 77 80 55 59 54 77 92 73 1128 89 96 89 57 53 52 52 78
internal_value=0 0.00871374 0.00926134 0.00361039 0.00874356 0.00908198 0.0086549 0.00917766 0.00864681 0.0044982 0.00644915 0.0042355 0.00151136 0.00426395 0.00159873 -0.000573588 -0.00355965
internal_weight=0 1662 1582 702 1527 1473 1396 1304 1201 643 384 295 206 149 259 182 130
internal_count=2364 1662 1582 702 1527 1473 1396 1304 1201 643 384 295 206 149 259 182 130
is_linear=0
shrinkage=0.16829


Tree=6020
num_leaves=24
num_cat=0
split_feature=4 3 3 43 14 150 4 3 4 40 3 3 156 3 15 49 15 15 43 403 47 15 15
split_gain=42.9142 17.1881 3.74284 4.95913 1.35332 1.10159 0.996309 1.60617 0.928606 0.63012 0.553652 0.540514 0.627027 0.753243 0.484769 0.35355 0.335584 0.285304 0.240055 0.187562 0.149382 0.0225098 0.0298266
threshold=0.30163500000000004 -0.063814999999999997 0.25468500000000005 -0.049364999999999992 -0.41790499999999997 0.082295000000000021 -0.38908499999999996 0.092330000000000009 0.053010000000000009 -0.083564999999999987 0.0065900000000000012 -0.079594999999999985 0.088410000000000016 -0.107915 -0.064464999999999981 -0.014099999999999998 -0.45726999999999995 0.087720000000000006 -0.038674999999999994 0.036225000000000007 0.089640000000000011 0.098995000000000014 -0.039984999999999993
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=1 8 3 9 -2 16 -5 10 11 -3 -8 12 15 -14 -10 -1 -6 20 -19 21 -17 22 -13
right_child=4 2 -4 6 5 -7 7 -9 14 -11 -12 19 13 -15 -16 17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0066881659228962007 0.0056598421377659011 0.0054509446882863811 0.0053029491055538178 0.0068822520696902841 0.005110861825670064 0.0054716550187426998 0.0064181681472768957 0.0059502680486138888 0.0067452932713526108 0.0059045966502636101 0.0068451371209370983 0.0066700056670374441 0.0063651733275763124 0.0069065986205857311 0.0063733789229710397 0.0069995226624308552 0.0047664743971877052 0.006718901168441504 0.0069308656430975757 0.0069156967262896107 0.0067885200457089932 0.006617593908678835 0.0068136615334045882
leaf_weight=75 61 54 55 57 62 59 101 67 100 102 55 98 55 64 71 561 74 115 172 59 52 95 64
leaf_count=75 61 54 55 57 62 59 101 67 100 102 55 98 55 64 71 561 74 115 172 59 52 95 64
internal_value=0 0.00665846 0.00611847 0.00622126 0.00522569 0.0050897 0.00648493 0.00638321 0.00682614 0.00574779 0.00656893 0.00685463 0.00689072 0.00665666 0.00659108 0.00691925 0.00492373 0.00693847 0.00684606 0.00672955 0.00698168 0.00668668 0.00672698
internal_weight=0 2072 491 436 256 195 280 223 1581 156 156 1410 1094 119 171 975 136 900 287 316 613 257 162
internal_count=2328 2072 491 436 256 195 280 223 1581 156 156 1410 1094 119 171 975 136 900 287 316 613 257 162
is_linear=0
shrinkage=0.0032998


Tree=6021
num_leaves=14
num_cat=0
split_feature=4 3 14 1 11 2 2 0 3 39 3 2 1210
split_gain=8.87671 2.37569 0.932979 1.09543 0.800659 1.01076 0.82236 0.589208 1.19021 0.447814 0.29864 0.274502 0.229787
threshold=0.30163500000000004 0.25468500000000005 -0.42214499999999994 0.13662500000000002 1.0000000180025095e-35 -0.0091949999999999983 0.13880500000000004 -0.13314999999999996 0.06269000000000001 0.086000000000000007 -0.15836499999999998 0.11556500000000001 -0.080859999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 11 5 -1 7 8 -7 12 -6 -4 -9
right_child=2 -3 3 -5 10 6 -8 9 -10 -11 -12 -13 -14
leaf_value=0.0005838534502899484 0.00072706501377878697 0.00033262844822576728 0.00057167298595090258 -8.0879511023078585e-05 0.0011452160942249309 0.00049135594395419602 0.00064272797052732577 0.000886043161133432 0.0010814114964476026 0.0013508931290708329 0.0014569845641806199 0.0002631394902950949 0.0010560197040086002
leaf_weight=59 58 55 70 70 89 63 60 95 92 55 56 58 1448
leaf_count=59 58 55 70 70 89 63 60 95 92 55 56 58 1448
internal_value=0 0.00101022 0.000358682 0.000250594 0.00102868 0.00101029 0.00102414 0.00103718 0.00084181 0.00105611 0.00126587 0.000432144 0.00104558
internal_weight=0 2072 256 198 2017 1872 1813 1753 155 1598 145 128 1543
internal_count=2328 2072 256 198 2017 1872 1813 1753 155 1598 145 128 1543
is_linear=0
shrinkage=0.0032998


Tree=6022
num_leaves=27
num_cat=0
split_feature=1 1 16 0 3 0 16 14 43 0 51 15 15 43 15 15 160 150 0 3 0 0 16 16 160 43
split_gain=10.085 2.86801 1.41421 1.2944 1.24392 1.16355 0.817803 0.761563 0.43297 0.424744 0.395369 0.420992 0.340839 0.292023 0.263219 0.264125 0.194992 0.176906 0.12989 0.114601 0.135759 0.1103 0.190009 0.136269 0.0849033 0.0779188
threshold=0.11831500000000002 0.08844500000000001 0.31615500000000002 -0.030209999999999997 0.30112000000000005 -0.13010499999999997 -0.38959499999999997 0.076175000000000007 -0.049364999999999992 -0.07385499999999999 -0.090074999999999988 0.11377500000000002 -0.075694999999999985 -0.038674999999999994 -0.040804999999999994 0.084785000000000013 0.049100000000000012 0.083205000000000015 -0.069074999999999984 -0.076099999999999987 -0.094709999999999989 -0.082784999999999984 -0.083479999999999985 -0.072359999999999994 -0.025879999999999997 -0.084059999999999982
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 7 3 5 6 8 -2 10 -3 21 12 14 -1 -8 19 16 -16 -10 -14 25 -21 22 -7 -23 -17 -12
right_child=4 2 -4 -5 -6 9 13 -9 17 -11 11 -13 18 -15 15 24 -18 -19 -20 20 -22 23 -24 -25 -26 -27
leaf_value=0.0012674023488614013 0.00034619273663038846 0.00047161526038014777 0.0013069065966863941 0.00040151783805470349 0.00011683912852870894 0.0011753415177621403 0.00063098609237091294 0.0015719462447453187 0.00096876978801736519 0.00085418633117690485 0.0011084747661834883 0.00098203564511367019 0.00082974964503325789 0.0009605168430701313 0.0013807303229239059 0.0013451353672598372 0.0011604138771510845 0.00069636050569991557 0.0010609704218203903 0.0011802313757335735 0.00094526739984270448 0.0010622862370619206 0.00089940966648404677 0.0012889086131914363 0.0011989611814243572 0.001247195380977712
leaf_weight=52 81 56 102 55 80 60 68 63 53 89 71 77 58 53 270 54 55 54 53 60 53 53 53 72 380 153
leaf_count=52 81 56 102 55 80 60 68 63 53 89 71 77 58 53 270 54 55 54 53 60 53 53 53 72 380 153
internal_value=0 0.0011315 0.00094958 0.000882639 0.000465634 0.000936571 0.000603597 0.00121561 0.000708155 0.00105032 0.00119878 0.00122012 0.00104498 0.000775617 0.00123681 0.00127137 0.00134355 0.000831621 0.00094047 0.00115888 0.00107034 0.00112352 0.00104623 0.0011931 0.00121723 0.00120338
internal_weight=0 2046 647 545 282 490 202 1399 163 327 1336 1173 163 121 1096 759 325 107 111 337 113 238 113 125 434 224
internal_count=2328 2046 647 545 282 490 202 1399 163 327 1336 1173 163 121 1096 759 325 107 111 337 113 238 113 125 434 224
is_linear=0
shrinkage=0.0032998


Tree=6023
num_leaves=13
num_cat=0
split_feature=15 14 16 148 15 157 157 15 1447 0 376 12
split_gain=0.380769 0.482633 0.842569 0.380015 0.318393 0.279348 0.218319 0.17623 0.169747 0.176528 0.26046 0.252374
threshold=-0.2987999999999999 -0.41790499999999997 -0.4714549999999999 -0.043434999999999994 -0.011859999999999997 -0.085929999999999992 -0.079969999999999986 -0.026169999999999995 -0.085709999999999995 0.13134000000000004 0.083960000000000021 -0.016554999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 7 -7 -5 -8 10 11 -10
right_child=3 2 -4 5 -6 6 8 -9 9 -11 -12 -13
leaf_value=0.016756497261835927 0.011834642632911486 0.012387109112132432 -0.01694386358740033 0.01468759792789657 -0.0053225764283384349 0.0038328145773512726 0.021422524132007389 0.026156926174749951 0.020713426186120199 0.0224998725755318 0.00091699668683945846 0.01247598658317184
leaf_weight=61 66 57 54 77 57 72 71 77 114 54 52 1516
leaf_count=61 66 57 54 77 57 72 71 77 114 54 52 1516
internal_value=0 0.00472816 -0.00186583 0.012973 0.00386913 0.013523 0.0129556 0.0204339 0.0133181 0.0129856 0.0126791 0.0130532
internal_weight=0 172 111 2156 123 2033 1879 154 1807 1736 1682 1630
internal_count=2328 172 111 2156 123 2033 1879 154 1807 1736 1682 1630
is_linear=0
shrinkage=0.16829


Tree=6024
num_leaves=21
num_cat=0
split_feature=1 150 12 4 403 3 10 0 4 51 4 12 3 0 3 12 12 1429 49 133
split_gain=0.519844 0.431547 0.380717 0.43479 0.353608 0.433958 0.399726 0.52761 0.265574 0.266505 0.247652 0.241621 0.161205 0.141829 0.16363 0.133416 0.0712487 0.0666487 0.0473023 0.0802521
threshold=0.080270000000000022 -0.075789999999999982 0.083795000000000022 -0.019794999999999997 -0.0064299999999999991 -0.087539999999999993 -0.0091199999999999979 -0.07304999999999999 -0.34140499999999996 -0.04652499999999999 -0.080874999999999989 0.1072 0.14121000000000003 -0.10490499999999998 -0.073629999999999987 0.084645000000000012 0.10711000000000002 0.084390000000000007 0.093350000000000002 1.0000000180025095e-35
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 -2 3 -1 5 -3 7 -6 9 -8 -10 12 -12 -4 15 -15 -16 18 19 -17
right_child=1 4 13 -5 6 -7 8 -9 10 -11 11 -13 -14 14 16 17 -18 -19 -20 -21
leaf_value=0.029328392650485671 -0.0064815284080197424 -0.011601827206813291 0.019903627360533391 0.012363495769422061 0.011830076548615738 0.0075560101427930024 0.011027878007590643 -0.01191587014188677 -0.00037458610620800061 0.026903977577670411 0.012855024396913545 -0.00014031262021130538 0.0044267963628869238 0.0059821686394406241 0.0017952515211063324 0.011057624887245668 0.0090168690418529866 0.017717562279553421 0.0084963775758449007 0.015105040207134006
leaf_weight=78 58 52 54 96 53 94 67 53 63 55 480 53 75 95 66 339 96 70 88 243
leaf_count=78 58 52 54 96 53 94 67 53 63 55 480 53 75 95 66 339 96 70 88 243
internal_value=0 0.00763052 0.0126734 0.0199788 0.00841549 0.000720365 0.00966321 -2.59479e-05 0.0109606 0.0181999 0.00964171 0.0106825 0.0117193 0.0114622 0.0110032 0.011955 0.00608582 0.0127194 0.0121945 0.0127506
internal_weight=0 1103 1225 174 1045 146 899 106 793 122 671 608 555 1051 997 835 162 740 670 582
internal_count=2328 1103 1225 174 1045 146 899 106 793 122 671 608 555 1051 997 835 162 740 670 582
is_linear=0
shrinkage=0.16829


Tree=6025
num_leaves=17
num_cat=0
split_feature=1 4 2 47 52 16 13 15 2 15 16 52 4 2 1 15
split_gain=6.35655 1.33276 0.848308 0.73901 0.622712 0.623204 0.394673 0.295604 0.259736 0.258718 0.245169 0.34492 0.231284 0.19694 0.135202 0.0745257
threshold=0.11654500000000001 0.36766000000000004 0.099675000000000014 0.085505000000000012 -0.41304999999999997 -0.0024749999999999993 -0.14545999999999995 -0.077134999999999995 -0.0091949999999999983 -0.46319999999999995 0.25032500000000008 -0.18817999999999999 0.30163500000000004 0.093565000000000023 0.097555000000000017 0.11054000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 9 14 7 -1 -6 -8 -2 11 -10 -11 -13 -4 -9
right_child=3 -3 4 -5 5 -7 8 15 10 12 -12 13 -14 -15 -16 -17
leaf_value=0.0013560332346470379 0.00056024052222241466 0.00063303438581666853 0.0010103297401196035 0.00075664606878056494 0.00080898074443272103 0.00062190540373178874 0.0008364658559261894 0.0011506856475149907 0.001351771059539405 0.00047710015579523175 0.0008982312646012182 0.0010892386246589593 0.00020010010104413732 0.00095593849250532486 0.0012441920696504903 0.00096867395113866878
leaf_weight=54 71 92 61 90 103 103 53 53 52 56 83 1162 81 140 53 54
leaf_count=54 71 92 61 90 103 103 53 53 52 56 83 1162 81 140 53 54
internal_value=0 0.00102222 0.00104037 0.000506398 0.000909659 0.000833168 0.00107649 0.00093662 0.00106634 0.000397948 0.00107479 0.00108559 0.000313584 0.00107493 0.00111936 0.00105916
internal_weight=0 2063 1971 298 427 313 1544 210 1490 208 1437 1354 137 1302 114 107
internal_count=2361 2063 1971 298 427 313 1544 210 1490 208 1437 1354 137 1302 114 107
is_linear=0
shrinkage=0.0032998


Tree=6026
num_leaves=16
num_cat=0
split_feature=30 2 15 15 13 160 43 159 16 159 16 16 159 15 16
split_gain=0.354893 0.341325 0.429896 0.18181 0.169478 0.312801 0.161774 0.156129 0.19487 0.172672 0.171073 0.177202 0.126272 0.115507 0.0567711
threshold=0.086065000000000016 0.13290500000000002 -0.04174499999999999 -0.26826999999999995 0.034905000000000012 -0.082299999999999984 -0.15109999999999998 0.10314500000000001 0.41378500000000007 0.088800000000000004 0.21684500000000004 -0.0083249999999999973 0.11402500000000002 -0.013349999999999999 0.18612500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 -7 8 9 10 11 -1 -9 -8 -15
right_child=-2 2 -4 -5 5 6 13 12 -10 -11 -12 -13 -14 14 -16
leaf_value=0.010116399552931751 -0.0035955962276074602 0.0024305599861062098 -0.0095296962924779523 0.014728217673569648 -0.0047713799101220039 0.014629676943597987 -7.5940770457985207e-05 0.023118325250532836 0.018893473649843309 0.0021045704750734251 0.003764420339036061 0.014749658483865896 0.012235647749372166 0.0055893294540284117 0.013092075020117078
leaf_weight=1112 57 75 55 63 54 100 57 53 78 71 97 299 73 62 55
leaf_count=1112 57 75 55 63 54 100 57 53 78 71 97 299 73 62 55
internal_value=0 0.00982392 0.00303646 0.00805773 0.0104436 0.00691338 0.00922277 0.011092 0.0106548 0.0102467 0.0106289 0.0110995 0.0168275 0.00610502 0.00913162
internal_weight=0 2304 193 138 2111 328 274 1783 1657 1579 1508 1411 126 174 117
internal_count=2361 2304 193 138 2111 328 274 1783 1657 1579 1508 1411 126 174 117
is_linear=0
shrinkage=0.16829


Tree=6027
num_leaves=24
num_cat=0
split_feature=1 47 2 1 2 52 16 52 2 51 13 16 16 16 4 16 150 52 52 16 1 157 159
split_gain=16.0617 2.39393 1.94401 1.42696 1.11747 0.861745 0.534179 0.663078 0.50953 0.505201 0.492017 0.428759 0.372173 0.369177 0.330063 0.315435 0.283535 0.331547 0.257048 0.225917 0.223852 0.207683 0.192205
threshold=0.10947000000000001 0.085505000000000012 0.099675000000000014 0.12007000000000002 -1.0000000180025095e-35 -0.41304999999999997 -0.027864999999999997 0.044705000000000002 0.14870000000000003 -1.0000000180025095e-35 -0.13992499999999999 0.041625000000000002 -0.0083249999999999973 -0.061394999999999998 -0.0062699999999999987 -0.41163499999999992 0.087380000000000013 0.092175000000000021 -0.099329999999999988 0.00088000000000000003 0.093890000000000015 -0.027269999999999996 0.042925000000000005
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 3 4 22 -1 20 7 -7 15 -8 -6 12 16 -3 19 -5 17 -12 21 -14 -4 -13 -2
right_child=1 13 5 8 10 6 9 -9 -10 -11 11 18 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00093347318632291357 0.00081953463105612447 0.00077484026531401452 0.0011940887152556757 0.00018732136907714984 0.0016739252641897353 0.00090585623222267189 0.0010669385874458336 0.0013001310803085408 -2.722580726778011e-05 0.0006454757029681035 0.0014052608952234513 0.0014426680317571041 0.0012986796818074166 0.0011380036789891284 0.0017243589990352502 0.0005365782208472551 0.0011444011022212369 0.0012616946822753827 0.0010515001943149633 0.0015745523288865093 0.0014961864861013975 0.0011660222357535342 0.00054533053514624233
leaf_weight=68 63 61 55 61 56 87 58 102 59 68 700 61 75 63 58 53 68 242 72 61 56 62 52
leaf_count=68 63 61 55 61 56 87 58 102 59 68 700 61 75 63 58 53 68 242 72 61 56 62 52
internal_value=0 0.000576085 0.00129335 0.000410824 0.00134857 0.00109586 0.00100731 0.00111883 0.00022115 0.000839762 0.00136794 0.00135567 0.00137913 0.000959635 0.00151305 0.000350004 0.00135337 0.00136842 0.00121064 0.00142268 0.00134682 0.00130351 0.000695853
internal_weight=0 412 1949 288 1523 426 315 189 173 126 1455 1399 1204 124 194 114 1010 942 195 136 111 123 115
internal_count=2361 412 1949 288 1523 426 315 189 173 126 1455 1399 1204 124 194 114 1010 942 195 136 111 123 115
is_linear=0
shrinkage=0.0032998


Tree=6028
num_leaves=24
num_cat=0
split_feature=4 12 1 2 1 12 150 43 157 2 52 4 2 1 11 157 43 2 2 2 4 52 1
split_gain=16.4345 6.07661 2.60975 1.81252 1.3671 0.755708 0.592099 0.417243 0.366608 0.353903 0.281871 0.486077 0.333598 0.223451 0.308773 0.36816 0.232808 0.217007 0.170459 0.145474 0.142891 0.13903 0.054071
threshold=0.30163500000000004 0.077755000000000005 0.10124500000000002 0.12454500000000002 0.13075500000000004 0.087045000000000025 0.087000000000000008 -0.013199999999999998 -0.076494999999999994 0.08826500000000001 -0.092059999999999989 -0.0057949999999999989 0.092235000000000025 0.10726500000000001 0.084680000000000019 -0.0095499999999999977 -0.0018599999999999999 0.082130000000000022 0.11517500000000001 0.083935000000000023 -0.0093249999999999982 -0.088584999999999983 0.14426500000000003
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=1 2 10 5 18 8 7 -4 20 17 -1 -12 -13 14 15 21 -17 -10 -2 -19 -3 -7 -6
right_child=4 3 6 -5 22 13 -8 -9 9 -11 11 12 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24
leaf_value=0.0015220000028375042 0.00091594549907797419 0.0017177466268462759 0.00072876072823664271 0.00095698306410176449 0.00022639208276653582 0.0012129812887976125 0.00051937424117811683 0.0011019129457597164 0.0018361300745030811 0.0013864957656975884 0.0010205981509784497 0.0015794061868179899 0.0012059390148725486 0.0016940972259030329 0.0012531209025114234 0.001577789929567796 0.0014599916347738751 0.001470667393083916 0.00068202334805280687 0.0016643821485822902 0.0019711890382631348 0.0014400679439106829 0.00037268842646316993
leaf_weight=64 62 52 62 56 58 52 55 71 68 60 60 54 53 74 53 596 280 58 80 206 53 78 56
leaf_count=64 62 52 62 56 58 52 55 71 68 60 60 54 53 74 53 596 280 58 80 206 53 78 56
internal_value=0 0.00145389 0.00109795 0.00154232 0.000568193 0.00156241 0.000808803 0.000928227 0.00167038 0.00162325 0.00133313 0.00126053 0.00139475 0.00151502 0.00150247 0.00151557 0.00154018 0.00166593 0.000784406 0.00162196 0.00184601 0.0013495 0.000298566
internal_weight=0 2105 419 1686 256 1630 188 133 497 392 231 167 107 1133 1059 1006 876 332 142 264 105 130 114
internal_count=2361 2105 419 1686 256 1630 188 133 497 392 231 167 107 1133 1059 1006 876 332 142 264 105 130 114
is_linear=0
shrinkage=0.0032998


Tree=6029
num_leaves=27
num_cat=0
split_feature=3 15 3 43 3 16 160 3 3 16 160 15 3 15 16 15 16 3 3 3 16 43 3 42 43 42
split_gain=14.5048 3.90323 2.56336 1.65286 1.26283 1.16478 0.62223 0.527615 0.449813 0.395209 0.399361 0.293081 0.258472 0.553658 1.00566 0.276241 0.236411 0.212143 0.297398 0.177943 0.125492 0.0904849 0.0471964 0.0956251 0.028549 0.00818769
threshold=-0.058704999999999993 -0.2987999999999999 0.30112000000000005 -0.049364999999999992 0.11191000000000002 -0.39442499999999997 0.014995000000000003 -0.13392999999999997 -0.080049999999999996 -0.116045 -0.39444999999999991 -0.4666249999999999 -0.09224499999999998 0.029300000000000003 0.15050500000000003 0.086275000000000004 0.07277500000000002 -0.0053599999999999993 0.084735000000000019 -0.11128999999999999 0.18141000000000002 0.0061450000000000003 -0.078484999999999985 0.091545000000000015 -0.0040649999999999983 0.11159000000000001
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 11 3 6 17 7 -3 -1 9 -7 -11 -2 13 14 -12 20 22 -5 -19 -15 -14 -17 -10 24 -24 -25
right_child=1 2 -4 4 -6 8 -8 -9 16 10 12 -13 15 19 -16 21 -18 18 -20 -21 -22 -23 23 25 -26 -27
leaf_value=0.0011535465748626584 0.00069717844237845333 0.00085887071362634039 0.00060489712827376441 0.001403470752558757 0.0010860582056026367 0.0019475743403630271 0.0012932044182520186 0.0015973227818243856 0.0015491872662890542 0.0014410100851412876 0.0012950357216726805 0.00037696275467376391 0.00182561188351794 0.0019587831252315399 0.0017595953938605252 0.0017052100008217313 0.0014379342347476587 0.0018289012192249255 0.0015259440679104698 0.0017008428169024985 0.0016449962171369529 0.0015587280566094742 0.0017962056316305568 0.0016258939069985596 0.0016689721414949916 0.0015514768025410976
leaf_weight=69 80 97 67 59 79 77 58 52 74 63 101 52 383 54 104 186 92 59 96 73 52 71 54 98 53 58
leaf_count=69 80 97 67 59 79 77 58 52 74 63 101 52 383 54 104 186 92 59 96 73 52 71 54 98 53 58
internal_value=0 0.00107806 0.00120787 0.00129797 0.00144404 0.00165812 0.00102162 0.00134455 0.00168192 0.00171597 0.00169953 0.0005713 0.0017154 0.00163807 0.00153089 0.00175245 0.00158946 0.00157603 0.00164149 0.0018108 0.0018041 0.00166488 0.00163073 0.00165353 0.00173351 0.00159845
internal_weight=0 647 515 448 293 1714 155 121 1593 1164 1087 132 1024 332 205 692 429 214 155 127 435 257 337 263 107 156
internal_count=2361 647 515 448 293 1714 155 121 1593 1164 1087 132 1024 332 205 692 429 214 155 127 435 257 337 263 107 156
is_linear=0
shrinkage=0.0032998


Tree=6030
num_leaves=27
num_cat=0
split_feature=1 1 124 2 2 2 2 13 52 1446 52 50 13 52 2 52 50 1 2 484 1 2 2 13 50 50
split_gain=11.9887 2.83283 1.34511 1.12691 0.680793 0.602738 0.540379 0.465174 0.385243 0.557976 0.345901 0.269984 0.2357 0.303822 0.227714 0.182577 0.17014 0.166706 0.157533 0.144805 0.123256 0.118263 0.09599 0.0779923 0.039935 0.0819502
threshold=0.10538500000000002 0.13662500000000002 -0.076779999999999987 0.10859000000000001 -1.0000000180025095e-35 0.12454500000000002 0.14870000000000003 -0.0013449999999999996 0.081680000000000016 0.037915000000000011 0.088555000000000009 0.041865000000000006 -0.065269999999999981 -0.092264999999999986 0.081110000000000015 -0.27209499999999992 0.090150000000000022 0.080270000000000022 0.091465000000000005 0.085845000000000019 0.11039500000000001 0.12708000000000003 0.084825000000000025 -0.084484999999999991 0.096010000000000012 0.10786000000000001
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 3 -1 4 -2 8 -3 21 11 10 22 12 19 15 -12 -14 -13 -15 -16 23 -6 -5 -10 -4 -18 -26
right_child=1 6 5 7 20 -7 -8 -9 9 -11 14 16 13 17 18 -17 24 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.00080030539317487901 0.00068633809761904586 0.00040268411217701539 0.0011518008768766942 0.00056812789277742022 0.00099355175893013755 0.00089768255210470594 -3.540301728444895e-05 0.00079188623116838413 0.0014729451079070674 0.0016227005783429325 0.0010251878797724874 0.0014560611017804738 0.0011289698965632233 0.0011144432023807481 0.0013294453832131321 0.0013642971299801315 0.0011772517752507081 0.00093336667445623525 0.0011894935469467279 0.0013702319173336762 0.0012160868173816228 0.00034492411330849278 0.0013101762052915228 0.0012565689365356422 0.0013763016701928558 0.0012107504588149958
leaf_weight=82 62 66 178 52 52 57 57 78 100 57 55 60 85 144 177 67 65 96 192 71 64 54 76 163 65 80
leaf_count=82 62 66 178 52 52 57 57 78 100 57 55 60 85 144 177 67 65 96 192 71 64 54 76 163 65 80
internal_value=0 0.000632409 0.00121479 0.000779445 0.000966953 0.00123378 0.000199382 0.000597859 0.00124482 0.0013084 0.00127848 0.0012059 0.00117512 0.00111622 0.00122677 0.00123293 0.00129745 0.00104216 0.00125672 0.00123106 0.00111663 0.000454753 0.00140286 0.00120198 0.00125196 0.00128521
internal_weight=0 485 1870 362 178 1788 123 184 1731 657 600 1074 804 392 424 152 270 240 369 412 116 106 176 341 210 145
internal_count=2355 485 1870 362 178 1788 123 184 1731 657 600 1074 804 392 424 152 270 240 369 412 116 106 176 341 210 145
is_linear=0
shrinkage=0.0032998


Tree=6031
num_leaves=10
num_cat=0
split_feature=376 14 11 43 474 1374 1375 52 13
split_gain=0.341246 0.367514 0.414854 0.42235 0.304132 0.252322 0.22658 0.175834 0.153676
threshold=0.080200000000000007 -0.31058999999999998 0.093970000000000012 -0.49218499999999993 0.10674500000000002 0.086000000000000007 -0.085004999999999983 -0.081594999999999987 -0.16392499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -2 -8
right_child=7 2 -4 4 -6 -7 8 -9 -10
leaf_value=-0.0016141259535359387 0.0093889288657185953 0.02697814985760405 -0.0030747591939742484 -3.0833396090004711e-06 0.023636920248239074 0.022313533786791497 0.0051166967722836021 -0.0036016203435219954 0.011599452820472275
leaf_weight=61 52 52 53 52 58 57 111 68 1791
leaf_count=61 52 52 53 52 58 57 111 68 1791
internal_value=0 0.0112432 0.0116047 0.0119724 0.0115944 0.0112462 0.0109224 0.00201265 0.0112221
internal_weight=0 2235 2174 2121 2069 2011 1954 120 1902
internal_count=2355 2235 2174 2121 2069 2011 1954 120 1902
is_linear=0
shrinkage=0.16829


Tree=6032
num_leaves=27
num_cat=0
split_feature=3 3 15 10 2 2 2 2 2 16 3 2 16 42 13 13 475 13 16 52 16 47 42 42 13 133
split_gain=18.4408 6.67962 3.79824 2.6767 2.46726 1.77279 1.44745 1.26292 0.758595 0.81876 0.481448 0.41018 0.396884 0.306791 0.292532 0.27641 0.244643 0.269729 0.230521 0.213675 0.229253 0.213079 0.194229 0.177702 0.147748 0.0651289
threshold=-0.058704999999999993 0.31343500000000007 -0.37478999999999996 -1.0000000180025095e-35 0.12454500000000002 0.10774000000000002 0.064660000000000009 0.092925000000000021 0.090000000000000011 0.052555000000000011 0.06269000000000001 0.064660000000000009 -0.031434999999999998 0.094600000000000017 -0.099939999999999987 -0.071244999999999989 -0.081439999999999985 -0.079854999999999995 -0.116045 -0.086814999999999989 -0.0083249999999999973 0.087235000000000021 0.097935000000000008 -0.083069999999999991 -0.0055049999999999986 0.088115000000000013
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=4 2 -2 -4 8 6 -5 -8 9 11 -9 13 -7 21 -10 -11 -16 25 -13 -20 -21 24 23 -19 -1 -18
right_child=1 -3 3 5 -6 12 7 10 14 15 -12 18 -14 -15 16 -17 17 22 19 20 -22 -23 -24 -25 -26 -27
leaf_value=0.001292878035611253 -2.8611024000413176e-05 -0.00041144100667894615 5.4585010391634236e-05 0.00047558786342497613 0.00045519129357993025 0.00066162644680784681 0.0013567328342847331 0.00065596441021572194 0.00080881012278880189 0.0010910571234896084 0.0010497113869740568 0.0014845878756959596 0.00031184356645585836 0.00094222930690125023 0.0012867762782523193 0.0007768164941313869 0.0012813118427998412 0.0011052418060071175 0.0010788554379035683 0.0012545097875116804 0.0014700221534105634 0.00099615954050034949 0.001151317390825559 0.00091096995430303349 0.0010856490755074084 0.0011066353192769076
leaf_weight=147 90 82 60 57 59 76 95 66 53 66 71 56 67 73 52 59 52 71 66 429 64 52 76 210 54 52
leaf_count=147 90 82 60 57 59 76 95 66 53 66 71 56 67 73 52 59 52 71 66 429 64 52 76 210 54 52
internal_value=0 0.000470032 0.000594286 0.000708303 0.0011191 0.000799015 0.000947844 0.00106372 0.00114308 0.00119515 0.00086028 0.0012286 0.000497989 0.00113303 0.00104495 0.000943017 0.00106927 0.00104466 0.00127921 0.00125857 0.00128256 0.00118794 0.00100097 0.000960182 0.00123738 0.00119431
internal_weight=0 664 582 492 1691 432 289 232 1632 1066 137 941 143 326 566 125 513 461 615 559 493 253 357 281 201 104
internal_count=2355 664 582 492 1691 432 289 232 1632 1066 137 941 143 326 566 125 513 461 615 559 493 253 357 281 201 104
is_linear=0
shrinkage=0.0032998


Tree=6033
num_leaves=11
num_cat=0
split_feature=3 160 10 42 3 3 2 481 1 1
split_gain=0.725457 0.561713 0.283934 0.207814 0.164066 0.297168 0.218534 0.3033 0.274431 0.116169
threshold=0.31370500000000007 -0.54119499999999987 -1.0000000180025095e-35 0.11457500000000002 0.12745000000000004 0.10323000000000002 0.088850000000000012 -0.085629999999999984 0.088985000000000022 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -8 -5
right_child=-2 2 3 9 -6 -7 8 -9 -10 -11
leaf_value=0.025789917360599116 -0.0065967512626981884 0.00082772436619390545 0.00094835605356568978 0.0075454804096672847 0.018451956535735906 -0.00050192165555873892 0.01045298885154345 0.013035090853061034 0.0034231743185158471 -0.002079284350493607
leaf_weight=63 76 99 63 99 72 70 587 955 216 55
leaf_count=63 76 99 63 99 72 70 587 955 216 55
internal_value=0 0.0101033 0.00965647 0.0100685 0.0105361 0.0102338 0.0106474 0.0122889 0.00856427 0.0040964
internal_weight=0 2279 2216 2117 1963 1891 1821 1018 803 154
internal_count=2355 2279 2216 2117 1963 1891 1821 1018 803 154
is_linear=0
shrinkage=0.16829


Tree=6034
num_leaves=28
num_cat=0
split_feature=3 3 123 2 11 11 51 2 2 160 3 3 3 49 2 2 133 2 49 3 3 12 12 51 12 12 50
split_gain=8.07079 2.92124 1.89192 1.3462 1.07246 0.96917 0.610577 0.413858 0.382874 0.38057 0.372749 0.372401 0.365201 0.357351 0.390892 0.307305 0.202521 0.178234 0.169647 0.146924 0.1434 0.121059 0.132236 0.118072 0.110401 0.0957785 0.080307
threshold=-0.058704999999999993 0.31400500000000003 0.081180000000000016 0.10774000000000002 0.085630000000000026 1.0000000180025095e-35 -0.088764999999999983 0.064660000000000009 0.090050000000000005 0.08431000000000001 -0.21779999999999997 0.096440000000000012 -0.084794999999999995 -0.016709999999999999 0.093565000000000023 0.082885000000000014 0.085005000000000011 0.083970000000000017 0.0016050000000000003 -0.081324999999999995 -0.083654999999999993 0.088335000000000011 0.095780000000000018 -0.26621499999999992 0.085905000000000023 0.092395000000000019 0.089890000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 5 6 12 -2 15 16 -6 -5 -1 -9 -15 19 -4 -17 21 20 -8 -10 -23 -14 -19 -20 -21
right_child=1 -3 9 11 10 -7 8 13 18 -11 -12 -13 23 14 -16 17 -18 24 25 26 -22 22 -24 -25 -26 -27 -28
leaf_value=0.00079904627005172348 0.00088564646338166108 0.00014845766456371607 0.00058843270111202191 0.00057133162501331889 0.0010916638219462245 0.0016337854376158889 0.0012061273020912942 0.0009881206590399733 0.00097769199769532841 0.00079835868287740999 0.00069539782559131487 0.0008913652021431222 0.0010279205257287718 0.0015034205993339153 0.0011446365250012878 0.0015185771230793268 0.00031282688535851002 0.0012514577349159184 0.0013465870864849694 0.0010633359151941729 0.0014020925295232911 0.0012270896178122295 0.0010707152092309679 0.0012468558635291256 0.001355060674161265 0.0011566133867613737 0.0012098080595867929
leaf_weight=52 58 70 68 73 52 65 127 59 57 57 53 89 58 59 79 53 52 205 73 88 65 128 121 56 293 55 90
leaf_count=52 58 70 68 73 52 65 127 59 57 57 53 89 58 59 79 53 52 205 73 88 65 128 121 56 293 55 90
internal_value=0 0.000786641 0.000861788 0.000983236 0.00121615 0.00123759 0.00122064 0.00113294 0.00124391 0.000575465 0.000891979 0.00074737 0.00103051 0.00120557 0.00129829 0.00128235 0.000469297 0.00133237 0.00116223 0.00120777 0.00127265 0.00111903 0.00115124 0.00113578 0.00131248 0.00126523 0.00113759
internal_weight=0 664 594 417 1691 1586 1521 255 1355 177 105 162 166 197 138 921 120 551 434 370 192 306 249 114 498 128 178
internal_count=2355 664 594 417 1691 1586 1521 255 1355 177 105 162 166 197 138 921 120 551 434 370 192 306 249 114 498 128 178
is_linear=0
shrinkage=0.0032998


Tree=6035
num_leaves=20
num_cat=0
split_feature=1 2 12 124 14 2 16 3 12 4 12 2 4 2 3 2 4 1 4
split_gain=11.2245 3.60406 2.6696 1.5281 1.35811 0.898229 0.785798 0.627247 0.447235 0.38504 0.309876 0.299169 0.297648 0.281339 0.264813 0.176038 0.14647 0.474657 0.217447
threshold=0.10538500000000002 0.12708000000000003 0.087245000000000003 -0.027784999999999997 0.054835000000000009 0.12454500000000002 -0.5020199999999998 0.086245000000000016 -0.080579999999999985 0.0015850000000000003 0.088005000000000014 -1.0000000180025095e-35 -0.019794999999999997 0.14794000000000004 -0.078869999999999982 0.092925000000000021 -0.081289999999999987 0.081540000000000015 -0.0065299999999999993
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 6 -1 5 7 -2 9 -3 16 -11 -8 -9 -10 -4 -12 17 -5 -18
right_child=1 8 14 4 -6 -7 11 12 13 10 15 -13 -14 -15 -16 -17 18 -19 -20
leaf_value=0.00095187240060051758 0.0011223002591893589 0.00066221493549933961 0.0014978947290860448 0.0014217559436834632 0.001867389804955647 0.00096308769512178072 0.00047543927837396448 0.0013216032657056499 0.00045992723127713807 0.0014442139618299854 0.0010469002756099124 0.0007753940447410983 0.0009692078879352076 0.00012500108767882749 0.0011913674796223037 0.0012801915957654578 0.0013784149457675417 0.0016802149819008564 0.0015201085345917357
leaf_weight=90 52 52 79 349 64 56 63 53 54 93 55 88 54 56 53 111 679 102 150
leaf_count=90 52 52 79 349 64 56 63 53 54 93 55 88 54 56 53 111 679 102 150
internal_value=0 0.000813966 0.00100944 0.00137253 0.00139395 0.00137612 0.000771514 0.00139015 0.000409517 0.00140724 0.00128982 0.000650481 0.00114409 0.00028974 0.00137509 0.00120311 0.00143097 0.00148029 0.0014041
internal_weight=0 497 335 1856 1766 1702 203 1646 162 1539 259 151 107 110 132 166 1280 451 829
internal_count=2353 497 335 1856 1766 1702 203 1646 162 1539 259 151 107 110 132 166 1280 451 829
is_linear=0
shrinkage=0.0032998


Tree=6036
num_leaves=18
num_cat=0
split_feature=12 3 401 3 2 52 3 3 156 51 51 2 150 1454 456 51 1
split_gain=0.523552 0.315754 0.31547 0.306801 0.210516 0.384302 0.208573 0.180708 0.188434 0.305653 0.383615 0.215884 0.134161 0.132268 0.137359 0.0925342 0.104662
threshold=0.13969000000000004 -0.081224999999999978 0.080190000000000011 -0.12077499999999998 0.10836000000000003 -1.0000000180025095e-35 -0.080634999999999984 -0.079724999999999976 0.093425000000000022 -1.0000000180025095e-35 -0.22361999999999996 -0.007134999999999999 0.091355000000000006 0.074020000000000016 0.087485000000000021 0.0033150000000000007 0.091105000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3 -8 9 10 -9 -11 -13 14 15 16 -5
right_child=-2 6 -4 13 -6 -7 7 8 -10 11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.014388640497644592 -0.0068260890840476929 -0.0016817960278389934 0.002883735260131727 0.011465934245101849 0.010650732350922605 0.031923346525823321 0.01653192217335565 0.0074970924805999465 0.015344306672638473 0.00020318549563101492 -0.0094675832794027682 0.010414897003081194 0.0029421633050957076 0.003760886613585885 0.019990688378173388 0.017468546428505476 0.0038005622086799591
leaf_weight=79 53 58 97 585 64 65 77 92 92 77 64 634 77 59 58 66 56
leaf_count=79 53 58 97 585 64 65 77 92 92 77 64 634 77 59 58 66 56
internal_value=0 0.0100719 0.0120834 0.0129463 0.0187354 0.0223161 0.0081311 0.00864408 0.00805609 0.0073439 0.000525709 0.00869141 0.00960814 0.0114828 0.012076 0.0114242 0.0107991
internal_weight=0 2300 1129 1032 208 144 1171 1113 1036 944 156 788 711 824 765 707 641
internal_count=2353 2300 1129 1032 208 144 1171 1113 1036 944 156 788 711 824 765 707 641
is_linear=0
shrinkage=0.16829


Tree=6037
num_leaves=23
num_cat=0
split_feature=3 4 4 3 3 42 13 4 3 11 3 4 4 3 40 13 1210 4 4 13 16 51
split_gain=7.9315 2.80079 1.43068 1.14893 0.843899 0.963022 0.92074 0.490639 0.951272 0.437634 0.321896 0.393515 0.274557 0.270901 0.234518 0.231881 0.192619 0.143796 0.183168 0.128078 0.101476 0.0724488
threshold=-0.06340999999999998 0.27161500000000005 0.36766000000000004 0.25468500000000005 -0.0035149999999999995 -0.0043149999999999994 -0.009329999999999998 -0.030434999999999993 0.092330000000000009 1.0000000180025095e-35 -0.10237999999999998 0.0051600000000000005 -0.15618499999999999 0.13524500000000003 -0.073884999999999992 -0.079299999999999995 -0.095909999999999981 -0.081759999999999985 -0.080584999999999976 0.15927500000000003 -0.088504999999999986 -0.42702499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 4 5 -2 -7 -6 -9 10 19 16 -11 14 -3 -13 -12 20 -19 -1 -18 -17
right_child=1 13 -4 -5 7 6 -8 8 -10 12 11 15 -14 -15 -16 21 17 18 -20 -21 -22 -23
leaf_value=0.0008943761948371024 0.0010987180942855085 0.00034676963901111152 0.00070758269394640284 0.00043136245659585701 0.001286682272150753 0.00086635235636230959 0.00032987440440869226 0.0012123477262970573 0.00062794668846064645 0.00126294176087182 0.0010304565106577636 0.0012087835072879573 0.0015800603601872438 0.00024452939506856185 0.00063823264993797082 0.001070830653879084 0.001434487368774505 0.0010328871182428317 0.0012291885038921918 0.0011307108034598399 0.0012716768485080681 0.00089968632868356931
leaf_weight=52 81 54 65 52 90 86 59 72 53 73 53 79 53 63 70 52 56 58 779 53 233 67
leaf_count=52 81 54 65 52 90 86 59 72 53 73 53 79 53 63 70 52 56 58 779 53 233 67
internal_value=0 0.000766017 0.00118884 0.000896509 0.000951276 0.000809892 0.000648304 0.00109973 0.000964844 0.00120828 0.00119224 0.00120581 0.00139661 0.000421806 0.000511589 0.00106832 0.00122887 0.00123817 0.00121563 0.001014 0.00130335 0.000974768
internal_weight=0 680 1673 493 441 226 145 215 125 1608 1482 1377 126 187 124 198 1179 1126 837 105 289 119
internal_count=2353 680 1673 493 441 226 145 215 125 1608 1482 1377 126 187 124 198 1179 1126 837 105 289 119
is_linear=0
shrinkage=0.0032998


Tree=6038
num_leaves=22
num_cat=0
split_feature=12 11 41 1 4 16 1 1 16 1 42 42 12 151 1210 15 0 49 0 16 3
split_gain=0.377786 0.387729 0.267932 0.245492 0.375592 0.295159 0.268332 0.282486 0.238528 0.173072 0.165485 0.222774 0.4012 0.157618 0.130391 0.12543 0.124973 0.119562 0.10966 0.100715 0.100004
threshold=0.13969000000000004 0.079915000000000014 0.078065000000000009 0.09518500000000002 -0.021399999999999995 -0.090639999999999984 0.11091000000000002 0.12394500000000001 0.0055300000000000011 0.11414000000000001 0.087005000000000013 -0.006494999999999999 0.083725000000000008 -0.044604999999999992 -0.095909999999999981 -0.41880499999999993 -0.070184999999999984 -0.0087699999999999983 0.014040000000000002 -0.011859999999999997 0.083605000000000013
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 2 3 8 20 9 -7 -8 13 -6 11 -10 -13 19 -15 -11 -12 -16 -3 -1 -5
right_child=-2 18 -4 4 5 6 7 -9 10 15 16 12 -14 14 17 -17 -18 -19 -20 -21 -22
leaf_value=0.02003648809514184 -0.0052355752276074408 0.013741701752875923 0.018822297608132227 0.0088584029954386356 0.012476801998889899 -0.010545217098269109 0.01109952046664835 -0.0061907907755826682 0.0090119455796308229 0.0074148184450925142 0.0054069187564374224 0.0071676385244048473 -0.013726618362210272 0.0015054595548409618 0.0039553146674469316 -0.0035643374612836839 0.015625026935863848 0.010583520079076763 0.023475008870117043 0.011539186233683212 0.017825024699222439
leaf_weight=71 53 81 70 99 85 73 55 52 70 66 88 52 52 54 85 53 56 932 57 93 56
leaf_count=71 53 81 70 99 85 73 55 52 70 66 88 52 52 54 85 53 56 932 57 93 56
internal_value=0 0.00911429 0.00856064 0.00821642 0.00511452 0.00228633 -0.0026736 0.00267996 0.00929184 0.00667155 0.00517035 0.00166534 -0.00326222 0.0103516 0.00960311 0.00250984 0.0093931 0.0100313 0.017775 0.0152289 0.0121095
internal_weight=0 2300 2162 2092 539 384 180 107 1553 204 318 174 104 1235 1071 119 144 1017 138 164 155
internal_count=2353 2300 2162 2092 539 384 180 107 1553 204 318 174 104 1235 1071 119 144 1017 138 164 155
is_linear=0
shrinkage=0.16829


Tree=6039
num_leaves=28
num_cat=0
split_feature=1 3 12 150 4 12 13 1 12 3 12 4 3 4 157 4 52 51 1210 3 52 52 1212 3 1212 4 43
split_gain=6.16676 1.68125 0.846163 0.686867 0.508601 0.499422 0.48941 0.439199 0.402223 0.502639 0.313024 0.334259 0.299063 0.290155 0.23002 0.205562 0.232083 0.175711 0.141816 0.190328 0.179278 0.102421 0.0986244 0.084117 0.140626 0.0901992 0.048803
threshold=0.10538500000000002 -0.06340999999999998 0.077755000000000005 0.083435000000000023 0.36766000000000004 0.11769500000000001 -0.004004999999999999 0.11695500000000002 -0.085209999999999994 0.12991000000000003 0.087045000000000025 -0.0093249999999999982 0.0025650000000000004 -0.0058549999999999991 -0.077944999999999987 0.0015850000000000003 0.40674500000000008 -0.029924999999999997 -1.0000000180025095e-35 -0.116045 0.084880000000000025 0.0029250000000000005 -0.014129999999999998 -0.086049999999999988 0.040035000000000008 -0.079554999999999987 -0.04009999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 17 10 -1 12 -9 -10 11 22 -3 -8 -13 16 18 -2 20 -20 -12 26 -4 24 -24 -25 -17
right_child=1 7 5 -5 -6 -7 13 8 9 -11 15 14 -14 -15 -16 21 -18 -19 19 -21 -22 -23 23 25 -26 -27 -28
leaf_value=0.00075782819269430777 0.00092025633321388329 0.00049684608377559205 0.0012495295575274828 0.0006316559415720333 0.00066438361671084141 0.0007976936362931019 0.00098135514556136434 0.00061389780755547992 0.00013488445262899168 0.00053726219162451828 0.00088328667890747467 0.0014806261033365425 0.00082825150262827386 0.0012856520861346333 0.0012073252408488695 0.0008332583258487613 0.00093292709718067481 0.0011941972373621982 0.0013251010197329689 0.0011157799059132536 0.0011409756050603148 0.0010636628267498744 0.001072282020660426 0.00091577602296706139 0.0012739533285520855 0.0011075888605331442 0.00098057428827446084
leaf_weight=66 52 56 54 78 54 61 88 79 75 62 63 53 65 58 101 58 90 54 54 544 59 79 125 54 58 61 52
leaf_count=66 52 56 54 78 54 61 88 79 75 62 63 53 65 58 101 58 90 54 54 544 59 79 125 54 58 61 52
internal_value=0 0.000647983 0.00106206 0.00089765 0.000926795 0.00109248 0.00099535 0.000515505 0.000425903 0.00031724 0.00110441 0.00117201 0.000675165 0.00110248 0.00130161 0.00107013 0.00109334 0.00106014 0.00111335 0.00113474 0.0010082 0.000970469 0.00111521 0.00109076 0.00113639 0.00101783 0.000903219
internal_weight=0 497 1856 290 160 1566 212 337 216 137 1505 506 121 146 154 999 810 106 720 598 122 189 352 298 183 115 110
internal_count=2353 497 1856 290 160 1566 212 337 216 137 1505 506 121 146 154 999 810 106 720 598 122 189 352 298 183 115 110
is_linear=0
shrinkage=0.0032998


Tree=6040
num_leaves=17
num_cat=0
split_feature=4 43 14 49 48 52 1 41 40 400 157 157 48 4 1 0
split_gain=0.462523 0.389187 0.392407 0.260951 0.289656 0.263821 0.263097 0.190318 0.148512 0.129751 0.0992872 0.279177 0.132682 0.0873371 0.0831779 0.0430724
threshold=0.26450500000000005 -0.072864999999999985 -1.0000000180025095e-35 0.10449500000000002 0.093265000000000015 -0.083939999999999987 0.078015000000000015 1.0000000180025095e-35 -0.081369999999999984 -0.077959999999999988 -0.07797999999999998 -0.082414999999999988 -0.065224999999999991 -0.082734999999999989 0.11070500000000001 -0.084524999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 -5 -6 8 -1 13 11 -11 -12 -10 -4 -7
right_child=1 2 14 5 6 15 -8 -9 9 10 12 -13 -14 -15 -16 -17
leaf_value=0.018146657544829293 -0.0066324542817062923 0.018607642127632058 -0.0029773741563894601 0.010293230713988586 0.0097144768039422423 -0.0054005932866809424 -0.0031551437621333872 0.019103523785826724 0.0090278346829621436 0.010636950800074593 0.018549455011044852 -0.0035875662412009086 0.010527056828054954 -0.00064992741387025763 0.0050661693730011887 0.0013008096014183754
leaf_weight=66 94 55 58 90 94 54 86 73 53 147 62 53 1218 52 97 54
leaf_count=66 94 55 58 90 94 54 86 73 53 147 62 53 1218 52 97 54
internal_value=0 0.00235824 0.0063912 0.00938936 0.00999456 0.00356062 0.00355568 0.0106658 0.0102916 0.0099634 0.0103698 0.00685847 0.010917 0.00421793 0.00204474 -0.00203326
internal_weight=0 304 210 2102 1904 198 180 1724 1651 1585 1480 200 1280 105 155 108
internal_count=2406 304 210 2102 1904 198 180 1724 1651 1585 1480 200 1280 105 155 108
is_linear=0
shrinkage=0.16829


Tree=6041
num_leaves=22
num_cat=0
split_feature=4 2 14 1 1 43 4 48 159 150 51 4 1456 13 0 13 13 43 12 43 12
split_gain=0.338124 0.345599 0.263004 0.230418 0.314775 0.354511 0.27694 0.442243 0.165321 0.159259 0.146014 0.135667 0.121807 0.139622 0.15837 0.117653 0.1148 0.123982 0.100111 0.0820181 0.0471168
threshold=0.39574000000000004 0.084145000000000011 -1.0000000180025095e-35 0.089625000000000024 0.084035000000000012 -0.45516499999999999 -0.080954999999999985 0.085510000000000017 -0.093824999999999978 0.081245000000000026 -0.10283999999999999 0.50609000000000004 0.091295000000000001 -0.117405 -0.049464999999999988 -0.011984999999999997 -0.093619999999999995 -0.094134999999999983 0.093415000000000012 -0.078139999999999973 0.083325000000000024
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 8 -2 4 5 -3 20 -8 -1 11 -10 -4 13 -7 -15 -9 -12 -18 19 -19 -5
right_child=2 3 9 6 -6 12 7 15 10 -11 16 -13 -14 14 -16 -17 17 18 -20 -21 -22
leaf_value=0.0022364283131798514 0.0095872649596917339 -0.0067582794641950893 -0.011675141063209632 0.012000818191954466 0.019968450452518854 0.016292043604743379 -0.013848152776124093 -0.0014735399334929893 0.0035635120060598484 0.0054142950107315896 0.019908701592258372 -0.0005334707172335013 -4.5058829697828997e-05 0.0068500789764333082 0.015460678177670769 0.0094131545346675706 0.019080637542930615 0.0079413722861172795 0.0051492599075721361 0.013830609805413743 0.00510837914294712
leaf_weight=55 76 52 56 56 54 53 60 55 54 54 58 70 58 954 65 57 60 97 73 230 59
leaf_count=55 76 52 56 56 54 53 60 55 54 54 58 70 58 954 65 57 60 97 73 230 59
internal_value=0 0.00776005 0.00128147 0.00638825 0.00738628 0.00680994 0.00208382 -0.00218247 0.0110893 -0.00221544 0.0119374 -0.00549958 0.00743591 0.00784234 0.0074011 0.00405097 0.0128069 0.0119076 0.0108271 0.0120891 0.00848032
internal_weight=0 2150 256 1523 1236 1182 287 172 627 180 572 126 1130 1072 1019 112 518 460 400 327 115
internal_count=2406 2150 256 1523 1236 1182 287 172 627 180 572 126 1130 1072 1019 112 518 460 400 327 115
is_linear=0
shrinkage=0.16829


Tree=6042
num_leaves=13
num_cat=0
split_feature=156 51 147 14 43 0 3 50 131 13 14 16
split_gain=0.146365 0.168191 0.231513 0.174904 0.149746 0.600189 0.261006 0.187741 0.186059 0.178765 0.217048 0.000648193
threshold=-0.082819999999999991 0.15177500000000002 0.089365000000000014 0.023790000000000002 -0.049914999999999994 0.014040000000000002 -0.0072299999999999994 1.0000000180025095e-35 0.023795 -0.16392499999999996 -0.072219999999999993 -0.090639999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 11 -11 -6
right_child=1 -3 -4 -5 8 -7 -8 -9 -10 10 -12 -13
leaf_value=0.013321043264281943 0.0049277017997740834 -0.0037021838601197883 -0.0024358998074853568 0.014108452441545414 0.00052640472927554095 -0.012349013944228481 -0.0060155992265741734 0.011214397742622968 0.016471670113187582 0.017841557989897717 0.0068366327772453701 -0.00030545690090535212
leaf_weight=73 707 53 91 77 52 57 53 167 59 54 911 52
leaf_count=73 707 53 91 77 52 57 53 167 59 54 911 52
internal_value=0 0.00564902 0.00586718 0.00621318 0.00592448 0.00440261 0.00543459 0.00613099 0.00725047 0.00673985 0.00745431 9.31991e-05
internal_weight=0 2333 2280 2189 2112 984 927 874 1128 1069 965 104
internal_count=2406 2333 2280 2189 2112 984 927 874 1128 1069 965 104
is_linear=0
shrinkage=0.16829


Tree=6043
num_leaves=22
num_cat=0
split_feature=10 2 3 43 39 1 14 42 151 15 1 1 1 1447 43 15 3 474 42 403 43
split_gain=0.237115 0.266975 0.200744 0.228391 0.180367 0.154265 0.28878 0.322253 0.263316 0.239929 0.145339 0.198725 0.139532 0.118356 0.119436 0.121617 0.203547 0.0843814 0.081931 0.0725261 0.0369284
threshold=0.058500000000000003 0.082130000000000022 -0.082744999999999985 -0.036794999999999994 0.10166000000000001 0.077565000000000009 -0.10708499999999999 1.0000000180025095e-35 0.015440000000000001 -0.0036549999999999998 0.092235000000000025 0.10954500000000002 0.09166500000000001 -0.086059999999999984 -0.097279999999999991 0.089050000000000004 -0.083654999999999993 0.084550000000000014 -0.0033799999999999998 -0.039724999999999989 -0.27167499999999994
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 2 18 10 5 13 -7 8 9 -8 -4 -12 -5 -3 19 17 -17 -16 -1 -15 -21
right_child=-2 4 3 12 -6 6 7 -9 -10 -11 11 -13 -14 14 15 16 -18 -19 -20 20 -22
leaf_value=0.009234118293452628 -0.0062235699660332594 0.0127886546273204 -0.0053564444129637571 0.0052062843528429548 -0.0042694497618334945 0.011778545810491864 0.00049568029131949606 -0.0078788798707537504 -0.0079208115291772539 0.01003580444211994 0.010833280606164166 -0.0014527084135626562 0.015323560312492854 0.0043600969448653864 0.0047642376946232922 -0.0080243872743705862 0.0039309799580637414 0.010048402243144435 0.016331760564823588 0.0087775033507262439 0.015187854601031007
leaf_weight=92 53 61 52 70 69 75 165 101 54 137 78 71 88 54 672 54 159 99 96 53 53
leaf_count=92 53 61 52 70 69 75 165 101 54 137 78 71 88 54 672 54 159 99 96 53 53
internal_value=0 0.00514398 0.00840441 0.00606193 0.00415546 0.00449117 0.00209886 0.000506357 0.00289036 0.00482943 0.00228719 0.00496683 0.0108526 0.00554587 0.0051581 0.00446124 0.000891607 0.00544508 0.012868 0.00943252 0.0119996
internal_weight=0 2353 547 359 1806 1737 532 457 356 302 201 149 158 1205 1144 984 213 771 188 160 106
internal_count=2406 2353 547 359 1806 1737 532 457 356 302 201 149 158 1205 1144 984 213 771 188 160 106
is_linear=0
shrinkage=0.16829


Tree=6044
num_leaves=15
num_cat=0
split_feature=1 3 4 3 4 0 47 3 11 51 1 12 43 12
split_gain=15.4024 2.70861 1.40763 1.06966 1.0588 1.04835 0.908173 0.867856 0.676573 0.560186 0.494534 0.480109 0.365613 0.352445
threshold=0.10752500000000002 -0.052614999999999995 0.27287000000000006 0.31534000000000006 0.39574000000000004 0.12539500000000003 0.10019500000000002 0.092330000000000009 1.0000000180025095e-35 -0.40274499999999996 0.10141500000000002 0.087805000000000008 -0.049364999999999992 0.08870500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 -2 7 12 8 9 -1 13 -10 -3 -11
right_child=1 3 -4 -5 -6 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.0012183202849090236 0.0014256022747385915 0.00052442518160814478 0.00098194282217027541 0.00031697604842761729 0.00085956335830449375 0.00107445176601185 0.0011540702127696436 0.0012218774636685347 0.0020452168582618599 0.0016169647930369838 0.0012466159812662065 0.0016202663954753341 0.00082240817467816836 0.0015149929127695999
leaf_weight=56 94 96 52 72 59 53 54 86 52 796 55 69 86 726
leaf_count=56 94 96 52 72 59 53 54 86 52 796 55 69 86 726
internal_value=0 0.000848397 0.00151943 0.000669869 0.00120756 0.00153418 0.000777382 0.0015474 0.00156334 0.00154555 0.00155715 0.00180318 0.000665424 0.00156835
internal_weight=0 461 1945 308 153 1893 236 1840 1754 1633 1577 121 182 1522
internal_count=2406 461 1945 308 153 1893 236 1840 1754 1633 1577 121 182 1522
is_linear=0
shrinkage=0.0032998


Tree=6045
num_leaves=21
num_cat=0
split_feature=1 4 123 4 16 4 0 457 1 0 4 4 1 4 4 43 47 0 16 4
split_gain=13.5061 3.56324 1.63337 0.733425 0.691468 0.630884 0.62705 0.476425 0.908117 0.385582 0.338876 1.38026 0.383914 0.302559 0.29707 0.230551 0.195253 0.118008 0.108063 0.05118
threshold=0.12500000000000003 0.30163500000000004 1.0000000180025095e-35 0.052250000000000012 -0.36241499999999999 0.30163500000000004 -0.13314999999999996 0.080930000000000016 0.081540000000000015 -0.079119999999999982 -0.38908499999999996 -0.088499999999999981 0.085345000000000018 -0.085574999999999984 0.0047850000000000011 -0.081694999999999976 0.089785000000000018 -0.090889999999999985 -0.41863499999999992 0.066275000000000014
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 2 3 7 -5 -2 -3 9 -9 13 12 -12 -11 17 -15 -4 19 -1 -7 -6
right_child=5 6 15 4 16 18 -8 8 -10 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0016741010111247941 0.00064508917612143564 0.00097353692817660849 0.00075833077951113054 0.0014067215513519954 0.00090908635243073057 0.00020310174789135211 0.00050431156002368738 0.0014213069086719534 0.00083181337175243703 0.0012318538153524505 0.0007606804281103239 0.0013329321133809381 0.0015899658912556156 0.0013705358261302308 0.0016136271652164246 0.0010715323111121424 0.0012243622680221348 0.0014841077363111112 0.00039469958654835582 0.0010524540328243532
leaf_weight=53 87 63 53 93 63 78 62 64 52 55 53 358 85 747 61 52 52 142 56 59
leaf_count=53 87 63 53 93 63 78 62 64 52 55 53 358 85 747 61 52 52 142 56 59
internal_value=0 0.00128255 0.00131568 0.00133745 0.0011759 0.000425965 0.000741083 0.00136325 0.00115735 0.0013786 0.00130764 0.00125922 0.00144953 0.00141755 0.00138893 0.000913776 0.00105232 0.00153593 0.000283435 0.000978709
internal_weight=0 2167 2042 1937 267 221 125 1670 116 1554 551 411 140 1003 808 105 174 195 134 122
internal_count=2388 2167 2042 1937 267 221 125 1670 116 1554 551 411 140 1003 808 105 174 195 134 122
is_linear=0
shrinkage=0.0032998


Tree=6046
num_leaves=12
num_cat=0
split_feature=9 14 0 3 3 4 4 48 13 376 4
split_gain=0.420995 0.458107 0.293298 0.200061 0.435225 0.295964 0.222302 0.218954 0.169473 0.16777 0.229188
threshold=0.087755000000000014 -0.31455999999999995 -0.23091999999999999 0.12991000000000003 0.09722500000000002 0.053255000000000004 0.066275000000000014 0.014805 -0.014114999999999997 0.083470000000000016 -0.1075
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 -7 -5 -8 10 -4
right_child=-2 2 3 7 -6 6 8 -9 -10 -11 -12
leaf_value=-0.007982492657755207 -0.0077936859101501279 0.01775555143651391 0.00104599492454723 0.019675506723406833 -0.0092300909644462137 -0.0061220589923267231 0.0066163803636035351 0.0049790946472051713 -0.0022405369964442153 0.016316356965774728 0.0073104171746485496
leaf_weight=66 66 61 188 61 55 82 194 55 89 52 1419
leaf_count=66 66 61 188 61 55 82 194 55 89 52 1419
internal_value=0 0.00582557 0.00623033 0.00590922 0.00552818 0.00593011 0.00158512 0.0127229 0.00382464 0.00688497 0.00657867
internal_weight=0 2322 2256 2195 2079 2024 365 116 283 1659 1607
internal_count=2388 2322 2256 2195 2079 2024 365 116 283 1659 1607
is_linear=0
shrinkage=0.16829


Tree=6047
num_leaves=15
num_cat=0
split_feature=2 14 31 0 160 159 151 1203 42 131 42 2 51 1
split_gain=0.280651 0.369997 0.292983 0.195482 0.241788 0.265889 0.200965 0.149553 0.200602 0.134485 0.18012 0.165923 0.108602 0.110258
threshold=-1.0000000180025095e-35 -0.31455999999999995 -0.067479999999999984 -0.23091999999999999 -0.13024499999999997 0.08043500000000002 0.095500000000000015 0.084830000000000017 -0.034284999999999989 0.089120000000000019 0.09087000000000002 0.14234000000000005 0.11178000000000002 0.081540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 12 7 9 -9 11 -11 -6 13 -5
right_child=1 3 -4 4 6 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.0075802413935373821 -0.008247874119094176 0.014767473724428005 -0.0079429979849400933 0.0018960941593861272 0.00627335312217275 -0.01050916990074448 -0.0044419022956200408 0.0073571715113515939 -0.0070184398188439566 0.013355472225162788 0.0028594237288155112 -0.0017329906077369599 -0.0030841610990757851 0.011582140910128654
leaf_weight=53 58 61 98 91 1398 52 53 54 56 159 66 77 59 53
leaf_count=53 58 61 98 91 1398 52 53 54 56 159 66 77 59 53
internal_value=0 0.00500589 -0.00248255 0.0053595 0.0050877 0.000220232 0.00575297 0.00605249 2.23459e-05 0.00644162 0.0102846 0.00585418 0.0029775 0.00547357
internal_weight=0 2237 151 2179 2118 255 1863 1810 110 1700 225 1475 203 144
internal_count=2388 2237 151 2179 2118 255 1863 1810 110 1700 225 1475 203 144
is_linear=0
shrinkage=0.16829


Tree=6048
num_leaves=15
num_cat=0
split_feature=3 15 2 2 14 2 151 3 3 15 47 0 484 14
split_gain=8.28739 5.50462 1.71757 1.72693 1.03785 0.798185 0.874413 0.760015 0.593996 0.585232 0.374605 0.294974 0.262249 0.256537
threshold=0.11745500000000002 -0.37478999999999996 0.14234000000000005 -0.0050599999999999994 0.062655000000000016 0.092365000000000017 -0.04886999999999999 0.31534000000000006 -0.14265999999999998 -0.070049999999999987 0.084635000000000016 -0.10946999999999998 -0.011809999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -3 5 10 -7 9 -8 -2 11 -5 -12 -1
right_child=7 2 -4 4 -6 6 8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.0006982569401791192 0.00085453962614008756 0.00075168433469581324 0.00063865621148928478 0.0010988538490042906 0.0016380101891566229 0.00081970984328585354 0.0014399673947710994 0.00019241414469079192 0.0011391094303849513 0.00036878572666002333 0.00134802711568668 0.0013237455784553224 0.0010711102115033497 0.00039785844630552694
leaf_weight=52 57 79 55 70 73 82 86 76 457 52 53 979 138 79
leaf_count=52 57 79 55 70 73 82 86 76 457 52 53 979 138 79
internal_value=0 0.00117384 0.00121532 0.00123103 0.00125055 0.00123537 0.00113872 0.000446376 0.00118682 0.000623127 0.00128406 0.00130877 0.00114814 0.00051737
internal_weight=0 2203 2072 2017 1938 1865 625 185 543 109 1240 1049 191 131
internal_count=2388 2203 2072 2017 1938 1865 625 185 543 109 1240 1049 191 131
is_linear=0
shrinkage=0.0032998


Tree=6049
num_leaves=18
num_cat=0
split_feature=4 2 123 13 2 15 4 2 13 150 15 13 13 43 15 13 43
split_gain=17.1331 4.29197 2.55013 1.3004 1.25624 1.00317 0.810463 0.565354 0.547845 0.940046 0.772957 0.370535 0.304171 0.303162 0.14737 0.161921 0.144956
threshold=0.30163500000000004 0.14106500000000002 1.0000000180025095e-35 -0.16392499999999996 0.12708000000000003 0.03981500000000001 -0.14236999999999997 0.10713500000000002 -0.077849999999999989 0.081245000000000026 -0.14820999999999998 -0.011834999999999998 -0.088589999999999988 -0.080924999999999983 0.091305000000000011 -0.083814999999999987 -0.023454999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 -7 -2 12 10 -10 -4 -5 -14 16 -16 -8
right_child=4 -3 11 5 -6 6 14 -9 9 -11 -12 -13 13 -15 15 -17 -18
leaf_value=0.00083982980118312066 0.00038156119666041434 0.00050056029041988361 0.00100859172007839 0.0012044427754452393 7.9740695351082654e-05 0.001820948960522124 0.0015248269151915119 0.00077887404041155424 0.001630417464762798 0.00082927278842804479 0.00121200488140807 0.00062965676802282061 0.001482674715295627 0.0012640141248238725 0.0015089491461541249 0.001310135385705465 0.0013973890188724858
leaf_weight=58 91 76 57 102 99 54 154 69 54 64 484 57 225 104 57 268 315
leaf_count=58 91 76 57 102 99 54 154 69 54 64 484 57 225 104 57 268 315
internal_value=0 0.00127136 0.00129988 0.0013281 0.000372313 0.00134314 0.00142759 0.000553123 0.00127378 0.00120896 0.00125407 0.000819433 0.00136423 0.00141366 0.0014008 0.00134511 0.00143931
internal_weight=0 2129 2053 1939 259 1881 848 160 1033 602 538 114 431 329 794 325 469
internal_count=2388 2129 2053 1939 259 1881 848 160 1033 602 538 114 431 329 794 325 469
is_linear=0
shrinkage=0.0032998


Tree=6050
num_leaves=27
num_cat=0
split_feature=3 3 43 12 12 2 47 43 12 52 52 52 43 3 3 133 51 3 2 2 12 12 0 43 133 0
split_gain=14.1858 5.75703 4.0009 2.75764 1.53994 1.36736 0.793727 0.599592 0.563526 0.560757 0.530751 0.49424 0.414346 0.37618 0.307095 0.299818 0.293111 0.268716 0.238708 0.234378 0.170394 0.113426 0.109115 0.0949111 0.0938748 0.0912676
threshold=-0.049204999999999992 0.30112000000000005 -0.033174999999999989 0.054520000000000006 0.10321000000000001 0.12708000000000003 0.077555000000000013 -0.085594999999999991 0.086795000000000011 0.026115000000000003 -0.0065299999999999993 -0.080429999999999988 -0.14265999999999998 -0.0083149999999999977 -0.12077499999999998 0.08784500000000002 -0.092119999999999994 -0.081024999999999986 0.10387 0.088930000000000023 0.085665000000000005 -0.041134999999999991 -0.11242999999999999 0.066010000000000013 -0.025314999999999994 -0.081444999999999976
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=3 2 5 -1 8 7 10 -2 14 11 25 -6 -10 -9 -5 20 18 19 -14 -18 24 -3 -12 -19 -16 -4
right_child=1 21 6 4 9 -7 -8 13 12 -11 22 -13 16 -15 15 -17 17 23 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00068525472875870371 0.0010809428291091692 0.0002669022622092212 0.0012124879958086909 0.0018089769271188319 0.001317379765868241 0.0002044048545418458 0.0015254144598037681 0.00045787395965064793 0.0011922878314859992 0.0014144234505839503 0.0010762571146155329 0.00092814324373741955 0.0011450258696175065 0.00085514445409755053 0.0016818860291245891 0.0013821789027703094 0.0016163125184523437 0.001451097482712406 0.0014535367045475237 0.0014576269840132882 0.0017529005497680466 5.104084737708785e-05 0.00086726540770669987 0.0012972734996465449 0.0015241199005479622 0.0014050100392688268
leaf_weight=52 57 54 67 65 61 55 79 52 63 95 63 88 52 53 61 84 256 301 62 180 72 53 53 57 179 52
leaf_count=52 57 54 67 65 61 55 79 52 63 95 63 88 52 53 61 84 256 301 62 180 72 53 53 57 179 52
internal_value=0 0.000858985 0.000999707 0.00143491 0.00145815 0.00065481 0.00123795 0.000807508 0.00149954 0.00121507 0.00114116 0.00108773 0.00145403 0.000658737 0.00159533 0.00156018 0.00147215 0.00149494 0.00131312 0.00155088 0.00160799 0.000160309 0.000981073 0.0014267 0.00156437 0.00129691
internal_weight=0 638 531 1728 1676 217 314 162 1432 244 235 149 971 105 461 396 908 794 114 436 312 107 116 358 240 119
internal_count=2366 638 531 1728 1676 217 314 162 1432 244 235 149 971 105 461 396 908 794 114 436 312 107 116 358 240 119
is_linear=0
shrinkage=0.0032998


Tree=6051
num_leaves=21
num_cat=0
split_feature=1 12 11 149 1 43 1 147 16 16 43 43 1454 12 1210 133 1 16 43 16
split_gain=0.341968 0.275103 0.267971 0.211531 0.165411 0.257934 0.354348 0.284817 0.260574 0.25439 0.240626 0.344906 0.169045 0.162334 0.148825 0.146791 0.122552 0.108118 0.0536643 0.0718244
threshold=0.13702500000000004 -0.016554999999999997 0.093740000000000018 0.079625000000000015 0.077565000000000009 -0.078139999999999973 0.088785000000000017 0.086575000000000013 -0.073494999999999991 -0.24900499999999998 -1.0000000180025095e-35 0.0054600000000000004 0.074020000000000016 0.090995000000000006 -0.08453999999999999 0.08784500000000002 0.087840000000000015 -0.070064999999999975 0.055170000000000004 -0.08069999999999998
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 -2 3 4 10 6 -6 8 9 -7 12 -12 14 17 -1 -16 -10 -8 -13 -20
right_child=1 -3 -4 -5 5 7 13 -9 16 -11 11 18 -14 -15 15 -17 -18 -19 19 -21
leaf_value=0.0015259404421331076 0.0045402623348135629 -0.011162492624238097 -0.0035648437961694154 0.017849832625197397 -0.011111349338945736 0.012114258395725797 0.0064629655809624884 -0.0036647491267580504 0.01878063918914899 0.00067423524787639359 -0.0081774631940653448 0.011596696616384039 0.0015883817945056306 0.01082602632970703 0.012661237013428498 0.0078956713761877718 0.010028012127187666 -0.0025476304087334208 0.0082703770669336363 0.0017852159758546225
leaf_weight=52 76 54 67 52 55 81 62 62 56 173 53 52 69 68 489 297 253 96 113 86
leaf_count=52 76 54 67 52 55 81 62 62 56 173 53 52 69 68 489 297 253 96 113 86
internal_value=0 -0.0019686 0.00689955 0.00722362 0.00696176 0.00523649 0.000994236 0.00714093 0.00833409 0.0043295 0.00825103 0.00414309 0.00962591 0.00394824 0.0102856 0.0108628 0.0116201 0.000976802 0.0067518 0.00547677
internal_weight=0 130 2236 2169 2117 906 281 625 563 254 1211 304 907 226 838 786 309 158 251 199
internal_count=2366 130 2236 2169 2117 906 281 625 563 254 1211 304 907 226 838 786 309 158 251 199
is_linear=0
shrinkage=0.16829


Tree=6052
num_leaves=28
num_cat=0
split_feature=1 2 52 12 3 12 2 12 12 1 49 1 1 12 16 16 16 12 12 16 15 1 52 3 52 15 52
split_gain=9.80827 2.91694 1.24197 0.882115 0.655153 0.665471 0.681681 0.652112 0.471067 0.572591 0.608133 0.341454 0.294913 0.294332 0.286617 0.225913 0.169024 0.167276 0.172371 0.177192 0.240955 0.282736 0.142372 0.175807 0.134899 0.0643374 0.0473768
threshold=0.104035 0.16730000000000003 -0.41304999999999997 -0.029844999999999997 0.30112000000000005 -1.0000000180025095e-35 0.11252000000000002 -0.082514999999999991 0.090465000000000004 0.087070000000000022 -0.014169999999999999 0.11551000000000002 0.07635500000000002 0.082165000000000016 -0.0087049999999999992 -1.0000000180025095e-35 -0.004174999999999999 0.091865000000000016 0.092855000000000007 -0.066924999999999985 -0.075694999999999985 0.087615000000000012 0.084105000000000013 -0.080634999999999984 -0.014759999999999997 -0.052259999999999994 0.10233500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 11 -4 9 12 -11 -7 13 -5 -12 -14 24 -10 -19 22 -21 -22 23 -20 -15 -18 -24
right_child=1 -3 4 8 -6 6 -8 -9 17 10 14 -13 15 16 -16 -17 25 18 19 20 21 -23 26 -25 -26 -27 -28
leaf_value=0.00081222891547927075 0.001150228026638213 -0.00013449476632550986 0.00069704431763183627 0.00094550963909991988 0.00035443991880718183 0.0011686512607134963 0.0006047768969110358 0.00024418001353043956 0.00093440499279553557 0.00070954071272483568 0.0012344952070685081 0.00079747357544923334 0.0012510762791386996 0.001353413393727125 0.00093426825521181591 0.0015312833665680598 0.0010070593825075354 0.0012523170615949787 0.00091225633490449548 0.0012006674047137307 0.00088251895193430503 0.0011344863813247275 0.0012941369943548116 0.00116480026820242 0.0012078457185318756 0.001173768564115645 0.0011481672309321411
leaf_weight=100 56 52 87 52 79 56 96 58 96 52 97 54 87 88 56 52 58 63 55 59 159 72 56 72 443 54 57
leaf_count=100 56 52 87 52 79 56 96 58 96 52 97 54 87 88 56 52 58 63 55 59 159 72 56 72 443 54 57
internal_value=0 0.000607747 0.000687236 0.0011148 0.000626858 0.000688071 0.000808918 0.000516142 0.00113229 0.00117698 0.00101967 0.000986757 0.00121561 0.00118745 0.00112484 0.00135616 0.00120696 0.00106485 0.00108591 0.00106606 0.00101005 0.000961207 0.00113359 0.00105571 0.00123204 0.00108775 0.00122082
internal_weight=0 538 486 1828 430 351 206 145 1728 1039 205 110 834 695 153 139 643 689 593 530 290 231 240 127 531 112 113
internal_count=2366 538 486 1828 430 351 206 145 1728 1039 205 110 834 695 153 139 643 689 593 530 290 231 240 127 531 112 113
is_linear=0
shrinkage=0.0032998


Tree=6053
num_leaves=13
num_cat=0
split_feature=2 448 1429 10 160 42 1429 42 43 0 394 43
split_gain=0.529311 0.148139 0.23717 0.208347 0.197655 0.202297 0.153886 0.157942 0.198226 0.126976 0.0872427 0.0758327
threshold=0.16730000000000003 -0.065209999999999976 1.0000000180025095e-35 -0.0087699999999999983 -0.081539999999999987 0.083925000000000013 -0.089414999999999981 -0.069844999999999977 -0.14839499999999997 -0.23046999999999998 -0.0063999999999999986 -0.071349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -5 10 -9 -10 -8 -12
right_child=-2 2 4 6 5 -7 7 8 9 -11 11 -13
leaf_value=-0.00059294596166843943 -0.0099479064963018341 0.016264988089168122 0.0049794647039350971 0.014798226186821169 0.021172741581862529 0.0086630782458429843 0.014238943814787316 -0.0027798118618144051 0.013110428260116656 0.0049831848826625618 0.0096191966649819063 0.0041051849203180765
leaf_weight=81 57 56 78 53 81 68 67 91 57 1376 184 117
leaf_count=81 57 56 78 53 81 68 67 91 57 1376 184 117
internal_value=0 0.00645631 0.00671339 0.00612672 0.011877 0.0154757 0.0058339 0.00558184 0.00482362 0.00530771 0.00871696 0.00748185
internal_weight=0 2309 2228 2001 227 149 1945 1892 1524 1433 368 301
internal_count=2366 2309 2228 2001 227 149 1945 1892 1524 1433 368 301
is_linear=0
shrinkage=0.16829


Tree=6054
num_leaves=24
num_cat=0
split_feature=1 3 123 10 3 13 12 13 3 12 16 1 16 51 3 50 132 15 43 403 3 13 50
split_gain=18.7965 3.46917 2.97671 2.10144 1.24261 2.27326 1.23084 1.32626 1.41869 0.937494 0.896691 0.501498 0.407029 0.393353 0.375671 0.314597 0.22995 0.211081 0.465078 0.15812 0.122312 0.160592 0.0960173
threshold=0.104035 -0.049204999999999992 0.080635000000000012 -1.0000000180025095e-35 0.088465000000000002 -0.28558999999999996 0.090345000000000023 0.059130000000000009 0.09037000000000002 -0.083114999999999981 -0.23071499999999998 0.089875000000000024 0.052555000000000011 -0.070054999999999992 -0.098469999999999988 0.10883000000000001 -0.040939999999999997 -0.058234999999999988 -0.069944999999999993 -0.011964999999999998 -0.097224999999999992 -0.075154999999999986 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 6 -3 9 -6 7 8 11 -5 -2 14 16 -12 -1 -16 -8 -14 -19 22 -21 -22 -18
right_child=1 3 -4 4 5 -7 12 -9 -10 -11 13 -13 17 -15 15 -17 19 18 -20 20 21 -23 -24
leaf_value=0.0019241672012374376 0.00080477825361926559 8.6254328101568705e-05 0.00078586902773147729 0.00072191593048062598 0.00047523706242179006 0.001250548332067104 0.0016346538150707572 0.0011190043062091854 0.0011770354246383248 0.00012104124894698665 0.001085373888720578 0.0013630906214698397 0.0014075054109661028 0.0014653888136447503 0.0016581377719682507 0.0014144837744014612 0.0015591154833443401 0.0009407823161762611 0.0013436183024568868 0.001223738207503324 0.0015029352166217127 0.0013177023262176475 0.0013780462005341593
leaf_weight=55 60 75 67 61 77 89 60 68 81 53 54 70 73 69 724 65 104 53 79 58 97 121 53
leaf_count=55 60 75 67 61 77 89 60 68 81 53 54 70 73 69 724 65 104 53 79 58 97 121 53
internal_value=0 0.000767785 0.00146965 0.000577336 0.000708749 0.000891128 0.00149564 0.00156659 0.00159715 0.000442871 0.00113704 0.00163434 0.00138754 0.00129884 0.00165679 0.00163811 0.00143944 0.00126256 0.00118214 0.00141231 0.00136331 0.00140028 0.00149821
internal_weight=0 538 1828 355 280 166 1761 1063 995 114 183 914 698 123 844 789 493 205 132 433 276 218 157
internal_count=2366 538 1828 355 280 166 1761 1063 995 114 183 914 698 123 844 789 493 205 132 433 276 218 157
is_linear=0
shrinkage=0.0032998


Tree=6055
num_leaves=25
num_cat=0
split_feature=1 155 13 2 2 40 13 1 2 474 49 0 43 2 13 2 133 43 13 13 484 159 0 2
split_gain=39.2263 5.51963 3.50123 2.67112 4.24454 2.4543 2.18256 1.53983 1.50677 0.79193 0.698357 1.56609 0.601326 0.444194 0.423431 0.396653 0.619425 0.304875 0.222338 0.198401 0.175198 0.0958134 0.0782793 0.0497722
threshold=0.10124500000000002 0.10626500000000001 -0.10278499999999999 0.106285 -1.0000000180025095e-35 -0.024094999999999995 -0.077549999999999994 0.13052500000000003 0.11366500000000002 0.084660000000000027 -0.016709999999999999 -0.13010499999999997 -0.00059999999999999995 0.091465000000000005 -0.016999999999999998 0.088745000000000004 0.032620000000000003 -0.0040649999999999983 -0.099939999999999987 -0.0065999999999999991 0.081265000000000018 -0.027939999999999996 -0.088589999999999988 0.091725000000000015
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=5 2 7 4 -4 -1 15 -2 9 10 -8 -12 -5 -13 -6 18 17 -17 -7 -10 21 -20 -23 -18
right_child=1 -3 3 12 14 6 8 -9 19 -11 11 13 -14 -15 -16 16 23 -19 20 -21 -22 22 -24 -25
leaf_value=0.0063386333001187959 0.0057532480867831101 0.0069055178652040984 0.0056395122176603543 0.0054825389335031805 0.0068196025490293456 0.0073511149410703776 0.0065646706278826329 0.004999776979646358 0.0066032919836556221 0.0065612330217709493 0.0074582065523254581 0.0069522563810440379 0.0058722781668884561 0.0067631866571313442 0.0064150105392312903 0.0069443431352674088 0.0070016012940196494 0.0065640522764426222 0.0071996606852055859 0.0062905015437868753 0.00724999900970135 0.0069119503254113836 0.0070710256567382791 0.0071786071828524017
leaf_weight=82 52 55 85 99 57 52 64 72 55 85 59 448 85 223 68 53 57 52 65 52 85 73 197 80
leaf_count=82 52 55 85 99 57 52 64 72 55 85 59 448 85 223 68 53 57 52 65 52 85 73 197 80
internal_value=0 0.00590823 0.00580227 0.00595521 0.00621127 0.0069013 0.00692842 0.00531603 0.00682675 0.00687238 0.00690564 0.00693549 0.00566277 0.00688947 0.00659979 0.00706876 0.00695399 0.00675634 0.00712752 0.00645161 0.00709976 0.00706153 0.00702815 0.00710522
internal_weight=0 573 518 394 210 1782 1700 124 986 879 794 730 184 671 125 714 242 105 472 107 420 335 270 137
internal_count=2355 573 518 394 210 1782 1700 124 986 879 794 730 184 671 125 714 242 105 472 107 420 335 270 137
is_linear=0
shrinkage=0.0032998


Tree=6056
num_leaves=21
num_cat=0
split_feature=1 3 40 2 3 3 14 3 52 3 2 2 12 52 52 3 1455 51 484 52
split_gain=16.0861 2.54101 1.46774 1.18318 1.12146 1.15074 1.08062 1.15119 1.15434 0.638026 0.496923 0.427656 0.394539 0.304187 0.214042 0.353859 0.212318 0.196842 0.120298 0.104259
threshold=0.10752500000000002 -0.049204999999999992 -0.07334499999999998 0.11444000000000001 0.30112000000000005 0.045635000000000002 0.062655000000000016 -0.11756999999999999 -0.101225 -0.073444999999999983 0.10394500000000002 0.10981000000000002 0.090465000000000004 0.047850000000000011 -0.095239999999999991 0.085315000000000016 0.081065000000000012 -0.085574999999999984 -0.0018849999999999997 0.044705000000000002
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 3 -1 -2 5 11 7 8 -4 12 14 -3 16 -12 -11 -16 17 -9 -14 -20
right_child=1 4 6 -5 -6 -7 -8 9 -10 10 13 -13 18 -15 15 -17 -18 -19 19 -21
leaf_value=0.0010353457857285547 0.0013270088548500991 0.00071100494220881585 0.0015245397117290779 0.00071085474645423091 0.00025159932278198861 0.0010491303675926455 0.0018663204731437745 0.0017524721450431948 0.00092872257979560854 0.0016348070188503738 0.0010685035871645483 0.00033654765435462591 0.0015693821571195021 0.0013815612461709199 0.0014759724538102427 0.0011729512394010372 0.0013611254060263167 0.0015515386665890766 0.0013528861786683919 0.0014729799907796095
leaf_weight=94 90 65 59 55 90 67 69 61 90 52 84 69 58 59 159 59 61 658 213 143
leaf_count=94 90 65 59 55 90 67 69 61 90 52 84 69 58 59 159 59 61 658 213 143
internal_value=0 0.000736415 0.00143875 0.00109354 0.000558345 0.000695519 0.0014595 0.0014435 0.00116489 0.00146931 0.00135666 0.00051845 0.00150824 0.00119791 0.00144061 0.00139412 0.00155245 0.00156863 0.00142487 0.00140123
internal_weight=0 436 1919 145 291 201 1825 1756 149 1607 413 134 1194 143 270 218 780 719 414 356
internal_count=2355 436 1919 145 291 201 1825 1756 149 1607 413 134 1194 143 270 218 780 719 414 356
is_linear=0
shrinkage=0.0032998


Tree=6057
num_leaves=15
num_cat=0
split_feature=3 132 0 2 4 4 1453 3 51 3 0 4 4 13
split_gain=0.844353 0.289654 0.227666 0.219226 0.320133 0.204179 0.192466 0.202655 0.195533 0.154982 0.209059 0.129682 0.114229 0.102526
threshold=0.30112000000000005 0.081465000000000024 -0.062324999999999998 -0.045829999999999989 0.30163500000000004 -0.050094999999999994 -0.065549999999999983 -0.0047649999999999993 0.045645000000000005 -0.11756999999999999 -0.11327499999999999 0.50779500000000011 -0.057539999999999994 0.097175000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 6 -3 -5 9 12 13 -11 -6 -9 -8
right_child=-2 2 -4 4 11 -7 7 8 -10 10 -12 -13 -14 -15
leaf_value=0.02280150325210038 -0.0029072688948882665 0.017670419466648189 -0.0022564015707675022 0.0061544159499108131 0.00096500032582597063 0.0056258396500926469 0.004802644496198623 0.021702375630201862 0.027235359775712044 0.0047377400026521856 0.014859864544597996 0.011061934974338538 0.01216414646072984 0.013768323733578926
leaf_weight=76 95 67 52 82 74 100 85 61 64 61 1314 71 89 64
leaf_count=76 95 67 52 82 74 100 85 61 64 61 1314 71 89 64
internal_value=0 0.0132731 0.00743913 0.0138982 0.0135529 0.0104689 0.0141599 0.0145366 0.0194071 0.0138515 0.0144121 0.00592141 0.016055 0.00866573
internal_weight=0 2260 219 2041 1965 167 1820 1738 214 1524 1375 145 150 149
internal_count=2355 2260 219 2041 1965 167 1820 1738 214 1524 1375 145 150 149
is_linear=0
shrinkage=0.16829


Tree=6058
num_leaves=28
num_cat=0
split_feature=3 15 3 3 1 3 49 2 3 3 52 1 52 52 52 3 1 1 133 3 3 12 133 133 49 52 16
split_gain=0.584426 0.243389 0.438631 0.318944 0.440432 0.280465 0.222835 0.325827 0.286661 0.224277 0.242017 0.217617 0.172849 0.240144 0.227619 0.19269 0.1699 0.165666 0.121767 0.104312 0.20202 0.14835 0.0860517 0.0771266 0.0756421 0.0755753 0.0326738
threshold=0.30112000000000005 0.03981500000000001 -0.14818499999999998 -0.15315499999999996 0.10234000000000001 -0.070494999999999988 0.036705000000000008 0.087675000000000017 -0.095469999999999985 -0.082224999999999979 0.084105000000000013 0.090435000000000015 -0.050359999999999995 -0.101225 0.13378000000000004 -0.038414999999999998 0.11091000000000002 0.08592000000000001 0.08709500000000002 -0.08632999999999999 -0.088159999999999988 0.085280000000000009 0.087245000000000003 -0.016949999999999996 0.12497000000000001 0.088635000000000005 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 11 7 12 -9 22 24 19 13 -5 15 -14 18 -7 -10 20 23 -21 -8 -4 26 -23 -11
right_child=-2 2 5 6 -6 17 9 8 16 10 -12 -13 14 -15 -16 -17 -18 -19 -20 21 -22 25 -24 -25 -26 -27 -28
leaf_value=-0.010078475444129214 -0.0024180053080169474 0.028119372826006434 0.0068061679947890811 0.013478052326008858 0.0096969862957243889 0.014398287845238059 0.022976743832365844 -0.0062012514266240179 0.0067830824661124049 0.013721021252487255 0.019059735730080671 0.0037785125589973969 0.01399427072549189 8.5669787264902624e-05 0.0051026081886325434 0.025462243837281361 0.00030720190602814596 0.026781567338890689 0.014501791999731074 0.022294940061156222 0.00036286039258481584 0.01529879576446325 0.014013121738807711 0.014434329517156388 0.0031131315969657645 0.0098641022758891791 0.0086271250828690079
leaf_weight=53 95 53 55 90 80 75 78 52 192 52 81 103 130 66 52 62 80 53 84 53 54 147 52 126 59 149 129
leaf_count=53 95 53 55 90 80 75 78 52 192 52 81 103 130 66 52 62 80 53 84 53 54 147 52 126 59 149 129
internal_value=0 0.0110408 0.013258 0.00965695 0.00180303 0.0122893 0.0104852 0.00880609 0.00545199 0.0134895 0.0110881 0.0109359 0.0122228 0.00782356 0.015028 0.0177068 0.00715919 0.0195398 0.00913876 0.0121951 0.00943086 0.0140513 0.0194051 0.0121263 0.00839025 0.0125692 0.0101005
internal_weight=0 2260 868 1392 133 815 1259 808 408 451 321 687 400 156 244 192 356 128 276 584 235 349 130 181 240 296 181
internal_count=2355 2260 868 1392 133 815 1259 808 408 451 321 687 400 156 244 192 356 128 276 584 235 349 130 181 240 296 181
is_linear=0
shrinkage=0.16829


Tree=6059
num_leaves=25
num_cat=0
split_feature=1 13 2 47 2 43 1 2 159 1 1 159 0 0 50 1 1 402 43 0 133 43 42 43
split_gain=20.0182 3.03623 1.97285 1.575 1.13762 0.735771 0.674158 0.566613 0.398498 0.39476 0.356173 0.24562 0.245547 0.312361 0.218761 0.167273 0.259431 0.287704 0.188625 0.182615 0.165372 0.147744 0.0755754 0.0412663
threshold=0.11156000000000001 -0.10278499999999999 0.10613000000000002 0.085770000000000027 -1.0000000180025095e-35 -0.069434999999999983 0.10684 0.088745000000000004 0.082200000000000009 0.13662500000000002 0.087070000000000022 0.088800000000000004 -0.077724999999999975 -0.036119999999999992 0.089685000000000015 0.085345000000000018 1.0000000180025095e-35 0.02938 -0.083154999999999993 -0.085669999999999982 0.032620000000000003 -0.085754999999999984 0.090775000000000008 -0.074359999999999996
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 9 4 5 -1 21 12 11 10 -2 14 15 -4 22 20 16 17 -6 -17 -20 -9 -3 -14 -10
right_child=1 3 6 -5 7 -7 -8 8 23 -11 -12 -13 13 -15 -16 18 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00078024542937478643 3.6684818961530911e-05 0.00024994908619964493 0.00075617577777770323 0.00084934606680696931 0.0012224071064324733 0.00055661389639323543 0.0005355266656061025 0.00099554836577803629 0.0013620526657969275 -0.00035484157646096626 0.0008745497198582846 0.0010621177187518217 0.0011679131501498197 0.00082306866794233104 0.0012786837268263893 0.0013518817518232489 0.0014910607611879634 0.0014260103600375724 0.0010155926145891804 0.0012103664148235757 0.0011416717956280614 5.2108086261728152e-07 0.0010032898968806161 0.001221700287209988
leaf_weight=80 54 52 58 86 408 74 52 165 52 58 88 84 76 71 70 64 62 96 81 167 188 52 59 58
leaf_count=80 54 52 58 86 408 74 52 165 52 58 88 84 76 71 70 64 62 96 81 167 188 52 59 58
internal_value=0 0.000289265 0.00111997 0.000482437 0.00116545 0.000304968 0.000880506 0.0011849 0.00110665 -0.000165755 0.00106746 0.00123537 0.000948323 0.00100225 0.00110751 0.00125191 0.00128649 0.00126126 0.00118905 0.00114689 0.00107347 0.000125574 0.00109623 0.00128837
internal_weight=0 376 1979 264 1663 178 316 1583 621 112 511 962 264 206 423 878 566 504 312 248 353 104 135 110
internal_count=2355 376 1979 264 1663 178 316 1583 621 112 511 962 264 206 423 878 566 504 312 248 353 104 135 110
is_linear=0
shrinkage=0.0032998


Tree=6060
num_leaves=14
num_cat=0
split_feature=3 13 31 4 43 1429 43 2 15 0 15 1213 1429
split_gain=0.502637 0.594997 0.436241 0.288276 0.239809 0.22333 0.293437 0.197064 0.161425 0.153945 0.148054 0.121137 0.122827
threshold=0.11745500000000002 -0.11122999999999998 -0.051829999999999994 -0.47860499999999995 -0.23269999999999999 0.084895000000000012 -0.073209999999999983 -1.0000000180025095e-35 -0.036064999999999993 0.12358500000000001 -0.082674999999999985 -0.12254999999999999 0.079510000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 9 8 7 -7 -6 -5 -4 -2 -9 -13
right_child=1 -3 3 4 5 6 -8 11 -10 -11 -12 12 -14
leaf_value=-0.0049987414349972007 0.013132548540876541 -0.013114189610781691 0.024666469452752533 0.023811894533972588 0.00070904835436525675 0.0099922359234694245 -0.0075581712804471271 0.01546603720799708 0.011426624845917275 0.011798164190374227 0.00082483750587873509 0.0091055599535451448 0.016157900769493853
leaf_weight=57 60 62 55 52 71 56 52 101 72 52 52 1548 74
leaf_count=57 60 62 55 52 71 56 52 101 72 52 52 1548 74
internal_value=0 0.000102096 0.00951004 0.0098986 0.00944717 0.00897762 0.0015254 0.00942525 0.0166349 0.0184295 0.0074343 0.00978337 0.00942841
internal_weight=0 174 2190 2133 2026 1902 108 1794 124 107 112 1723 1622
internal_count=2364 174 2190 2133 2026 1902 108 1794 124 107 112 1723 1622
is_linear=0
shrinkage=0.16829


Tree=6061
num_leaves=20
num_cat=0
split_feature=3 43 1428 11 3 1 13 1 51 133 1 3 1 13 51 1 3 42 1
split_gain=0.399528 0.228124 0.218739 0.286993 0.188412 0.208182 0.284007 0.186328 0.330732 0.186872 0.235479 0.184114 0.147373 0.128429 0.112604 0.185454 0.0569214 0.0507017 0.0109582
threshold=-0.0088599999999999981 -0.49218499999999993 0.081935000000000022 0.090920000000000015 -0.00079499999999999981 0.12419000000000001 -0.11122999999999998 0.08844500000000001 0.07955000000000001 -0.006304999999999999 0.11181500000000001 -0.055389999999999988 0.076010000000000008 0.066010000000000013 0.092460000000000014 0.094790000000000013 0.08734500000000002 0.084775000000000003 0.10797500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -2 14 -7 11 9 -9 -11 12 13 -3 15 16 -6 -14 -17
right_child=4 2 -4 -5 5 6 -8 8 -10 10 -12 -13 17 -15 -16 18 -18 -19 -20
leaf_value=0.019012681337281005 -0.005833940307943165 0.0086086755456614376 0.018764352226075001 -0.004292188667142021 0.0075220239230696295 0.0055391413549361838 -0.01051694737005081 0.00074989230872282502 -0.0051182056436118962 0.0064296166614046741 0.016555743704813494 0.018470663156537191 0.011317846505884894 0.00036153251451339594 0 0.011647939656184872 -0.00024799732394452682 0.018423319020699602 0.015276195031677315
leaf_weight=56 61 994 53 54 52 72 55 100 72 254 88 59 68 57 54 55 54 52 54
leaf_count=56 61 994 53 54 52 72 55 100 72 254 88 59 68 57 54 55 54 52 54
internal_value=0 0.00840669 0.00808484 0.00776904 0.00286009 0.00420385 -0.00140014 0.00814353 0.00544417 0.0071688 0.00904042 0.00927009 0.00880499 0.00816311 0.00685628 0.00858187 0.00354676 0.0144119 0.0134619
internal_weight=0 1907 1851 1798 457 396 127 1744 514 442 342 1230 1171 1051 269 215 106 120 109
internal_count=2364 1907 1851 1798 457 396 127 1744 514 442 342 1230 1171 1051 269 215 106 120 109
is_linear=0
shrinkage=0.16829


Tree=6062
num_leaves=19
num_cat=0
split_feature=1 3 40 4 2 2 2 11 15 2 12 49 1 1429 483 16 3 15
split_gain=14.1708 2.78746 1.892 1.39665 1.08243 0.953552 0.881466 0.6452 0.806442 0.599792 0.443861 0.58297 1.09869 0.479301 0.296823 0.212863 0.102935 0.0481308
threshold=0.10538500000000002 -0.06340999999999998 -0.026419999999999996 0.10440500000000001 0.11626500000000002 0.14234000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.11693000000000002 0.091545000000000015 -0.014169999999999999 0.085265000000000021 0.08401500000000002 0.089025000000000007 0.19578000000000004 -0.088074999999999987 -0.091734999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 7 6 -3 10 -9 -8 11 12 -4 14 -13 16 -12 -18
right_child=1 5 4 -5 -6 -7 9 8 -10 -11 15 13 -14 -15 -16 -17 17 -19
leaf_value=0.00097247648671521512 0.0014157172064540059 0.00039718261610207218 0.0015218569727731587 0.00080215445910681281 0.001103437502480603 0.00031974852546708121 0.0010296863450764057 0.0014523507272688383 0.0020007824652117693 0.00064125575615935158 0.0012782646221034611 0.001550774439266092 0.00094883585504026817 0.0012552222018573345 0.001309702563604779 0.0011618269385717751 0.0013154544624730392 0.0014304415235447379
leaf_weight=100 90 67 90 74 99 89 91 67 53 84 88 787 62 75 62 56 57 273
leaf_count=100 90 67 90 74 99 89 91 67 53 84 88 787 62 75 62 56 57 273
internal_value=0 0.000787042 0.00141514 0.00113908 0.00144014 0.000612512 0.000720036 0.00146008 0.00169487 0.000843441 0.00144188 0.00147931 0.00128836 0.00151069 0.00153321 0.00135685 0.00138289 0.00141069
internal_weight=0 495 1869 164 1769 331 242 1670 120 175 1550 1076 152 924 849 474 418 330
internal_count=2364 495 1869 164 1769 331 242 1670 120 175 1550 1076 152 924 849 474 418 330
is_linear=0
shrinkage=0.0032998


Tree=6063
num_leaves=28
num_cat=0
split_feature=3 2 2 4 15 3 52 0 15 49 4 3 15 12 49 2 12 133 2 12 151 483 132 15 3 0 0
split_gain=4.92194 1.87194 1.90389 1.25494 0.753974 0.672944 0.599934 0.5704 0.796893 0.505971 0.489027 0.370803 0.344925 0.252775 0.21672 0.195193 0.15557 0.15467 0.140746 0.129867 0.092916 0.213622 0.0825726 0.0931082 0.0746027 0.067662 0.0572965
threshold=-0.065259999999999999 0.11693000000000002 -1.0000000180025095e-35 0.053010000000000009 0.016500000000000004 -0.14162499999999997 1.0000000180025095e-35 -0.11073999999999999 -0.091734999999999983 -0.036809999999999996 0.50779500000000011 -0.097224999999999992 0.029300000000000003 0.10055500000000002 0.092470000000000011 0.098895000000000011 0.090345000000000023 -0.070244999999999988 0.089165000000000008 0.085965000000000014 -0.085164999999999977 0.0015150000000000003 -0.015269999999999997 -0.074959999999999985 -0.08095999999999999 -0.084444999999999978 -0.097829999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 7 12 13 8 -4 -3 14 18 -1 26 -11 -9 17 19 -7 -13 -19 -22 -18 -24 -25 -21 -5
right_child=1 9 4 6 -6 11 -8 15 -10 10 -12 16 -14 -15 -16 -17 22 20 -20 25 21 -23 23 24 -26 -27 -28
leaf_value=0.00099074340144168771 0.0002592116337100879 6.9122973920407318e-06 0.00075573684297043913 0.00054278331233201206 0.0010897273102995595 0.00081689704607672308 0.00087639305741727292 0.00096165857861356938 0.00029052852614687587 0.00064925438248900102 0.00010917376816027578 0.0011578876327201437 0.0013177013932421742 0.0003413717338692607 0.00036810798225848354 0.0006995576350071769 0.00097779861333350941 0.0010037256704159129 0.00058126113912457212 0.00087214290165391723 0.0009137330450956604 0.00071201402217595526 0.00093625152777807822 0.00073590746087717448 0.00084633593916233789 0.0010379521675231479 0.00070304560569495406
leaf_weight=94 102 52 101 52 66 58 83 82 67 54 52 53 58 53 69 52 52 89 56 58 393 69 80 112 196 59 52
leaf_count=94 102 52 101 52 66 58 83 82 67 54 52 53 58 53 69 52 52 89 56 58 393 69 80 112 196 59 52
internal_value=0 0.000539745 0.00065865 0.000870126 0.000769268 0.000907319 0.000648842 0.000699118 0.000570417 0.000293398 0.000378324 0.000882444 0.00111574 0.00052832 0.000491825 0.000860211 0.000900186 0.000930548 0.000701455 0.00101919 0.000903136 0.000883682 0.000850352 0.000833181 0.000806295 0.000956057 0.000623253
internal_weight=0 697 470 1667 368 1427 240 302 168 227 175 1275 152 157 123 134 1161 721 114 170 551 462 440 388 308 117 104
internal_count=2364 697 470 1667 368 1427 240 302 168 227 175 1275 152 157 123 134 1161 721 114 170 551 462 440 388 308 117 104
is_linear=0
shrinkage=0.0032998


Tree=6064
num_leaves=26
num_cat=0
split_feature=2 2 3 0 4 0 4 0 0 3 4 13 3 3 13 159 4 43 4 3 0 483 0 13 4
split_gain=7.62301 3.86488 1.44264 1.19628 1.01948 1.35774 1.14117 0.919785 0.763844 0.689065 0.481603 0.329524 0.357624 0.314779 0.306956 0.29698 0.234443 0.195487 0.186653 0.159599 0.149415 0.126447 0.139679 0.0361039 0.0279741
threshold=0.11891500000000001 -1.0000000180025095e-35 0.17646500000000004 -0.077584999999999987 -0.082634999999999986 -0.10891999999999999 0.032965000000000001 -0.070064999999999975 -0.14910999999999999 -0.14162499999999997 0.053255000000000004 -0.084114999999999981 -0.086234999999999992 -0.23746499999999995 -0.08205999999999998 0.0055900000000000004 0.24099500000000004 -0.076834999999999987 0.13072500000000004 -0.088714999999999988 -0.081444999999999976 0.08740500000000001 -0.087219999999999978 -0.0049299999999999995 -0.14994999999999997
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=1 7 3 -2 9 6 8 -1 -6 13 14 -11 20 -3 21 19 -8 -12 -5 -16 23 22 -7 -13 -14
right_child=2 4 -4 18 5 10 16 -9 -10 11 17 12 24 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0010255494940847145 0.00043267362421180259 0.0014530125907989916 0.00021780242542384758 0.0010334687358255015 0.001050360919506237 0.0014689806505454909 0.0013682532546101843 0.00048523230521050936 0.000538597454383099 0.0010864570728131243 0.001226875439645806 0.0014309585764703432 0.0014645787645019301 0.0018087493545510872 0.0010692517694947644 0.0014420565654864822 0.001102528204715653 0.00097492643811699568 0.00078532823617668516 0.0012429474366719474 0.0011853703951806968 0.0012086377772408357 0.0013358376299704541 0.0012995582280800452 0.0015875600346351754
leaf_weight=58 73 57 64 99 62 147 62 85 66 53 64 61 55 55 70 77 94 76 52 443 90 53 241 53 54
leaf_count=58 73 57 64 99 62 147 62 85 66 53 64 61 55 55 70 77 94 76 52 443 90 53 241 53 54
internal_value=0 0.00122865 0.000655489 0.000780384 0.0012674 0.00122377 0.00101847 0.000704628 0.000786758 0.00140013 0.00127353 0.00133029 0.00137147 0.00162802 0.00129837 0.00124844 0.00120836 0.00109035 0.00094825 0.00121931 0.00128882 0.00136509 0.00138637 0.00137018 0.00152583
internal_weight=0 2076 288 224 1933 1455 284 143 128 478 1171 366 313 112 1031 590 156 140 151 513 204 441 388 114 109
internal_count=2364 2076 288 224 1933 1455 284 143 128 478 1171 366 313 112 1031 590 156 140 151 513 204 441 388 114 109
is_linear=0
shrinkage=0.0032998


Tree=6065
num_leaves=24
num_cat=0
split_feature=1 12 1 4 4 3 3 48 2 3 2 1 3 1 16 48 1213 12 4 12 51 2 2
split_gain=19.3271 6.13177 1.73361 1.53157 1.27146 0.977091 1.21153 0.87063 0.604175 0.539665 0.532922 0.532303 0.409051 0.377331 0.340708 0.231874 0.243167 0.289564 0.198711 0.193678 0.138054 0.0890389 0.063126
threshold=0.11869500000000001 0.054520000000000006 0.092415000000000011 0.30163500000000004 0.052250000000000012 -1.0000000180025095e-35 0.11745500000000002 0.087730000000000016 0.094835000000000017 -0.14162499999999997 0.094510000000000025 0.083555000000000018 -0.18766499999999997 0.13554500000000003 -0.040964999999999994 0.085130000000000025 -0.12077499999999998 0.090345000000000023 -0.070229999999999987 0.090255000000000016 -0.0032349999999999996 0.088095000000000021 0.10699500000000002
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=1 2 8 7 9 14 -7 -2 -1 12 15 19 -3 -5 -4 16 -11 -18 -12 -6 -20 -17 -22
right_child=3 4 5 13 11 6 -8 -9 -10 10 18 -13 -14 -15 -16 21 17 -19 20 -21 22 -23 -24
leaf_value=0.0014747638158855356 0.0010359416087834443 0.0015400159894690217 0.00085419752290559795 0.00045393155026305585 0.0015246260296979052 0.0013307603043849064 0.00070402444385546229 0.00046488317703759821 0.0010627230938966648 0.0013656578400347262 0.0011780132148473366 0.0010229024237130161 0.0019127439918637981 0.00011985708656894211 0.00050780742885893761 0.0014718720766616342 0.0016058539798411533 0.0014767932828462004 0.0015559479036163987 0.001270572137733846 0.0012896209995850419 0.0012776331441445975 0.0014457036230600265
leaf_weight=95 57 69 56 59 54 79 59 60 67 79 56 77 63 99 71 62 561 301 52 93 84 52 52
leaf_count=95 57 69 56 59 54 79 59 60 67 79 56 77 63 99 71 62 561 301 52 93 84 52 52
internal_value=0 0.00138805 0.00103522 0.000457073 0.00147906 0.000870425 0.00106306 0.000743392 0.00130457 0.00151536 0.00149472 0.001247 0.00171818 0.000244829 0.000660824 0.00152713 0.00154448 0.00156083 0.00135446 0.00136414 0.00140683 0.00138358 0.00134956
internal_weight=0 2082 427 275 1655 265 138 117 162 1431 1299 224 132 158 127 1055 941 862 244 147 188 114 136
internal_count=2357 2082 427 275 1655 265 138 117 162 1431 1299 224 132 158 127 1055 941 862 244 147 188 114 136
is_linear=0
shrinkage=0.0032998


Tree=6066
num_leaves=24
num_cat=0
split_feature=4 12 1 1 2 150 2 4 16 12 4 1213 52 1 16 52 480 4 2 2 16 1 16
split_gain=18.0476 5.02197 1.73725 1.54779 1.52157 1.01387 0.876617 0.679469 0.613181 0.519486 0.608826 0.417345 0.322369 0.297858 0.448165 0.239905 0.18574 0.168699 0.159151 0.153109 0.151144 0.130781 0.0984008
threshold=0.30163500000000004 0.077755000000000005 0.092485000000000026 0.13075500000000004 0.12454500000000002 1.0000000180025095e-35 0.097360000000000016 -0.15333499999999997 -0.50624499999999995 0.090175000000000019 0.03851000000000001 -0.12077499999999998 -0.080899999999999986 0.097480000000000011 0.21684500000000004 -0.14488499999999996 0.08598500000000002 0.51136500000000018 0.10428500000000002 0.086915000000000006 -0.046599999999999996 0.091785000000000019 -0.013024999999999998
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=1 2 6 8 9 7 22 -4 -2 11 13 -3 15 14 21 -13 19 -5 -7 -14 -12 -11 -1
right_child=3 4 5 17 -6 18 -8 -9 -10 10 20 12 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0012627353877990137 0.0003938089633625205 0.001144341430356978 0.0012421274178384537 0.00019658704507583143 0.00080810743398206043 0.00064737218883171004 0.00084202273299531353 0.00077710621449595828 0.00083986849021933498 0.0013683319429139904 0.0011902568925241778 0.0014056570815163415 0.0014934132074616801 0.0015046468403106428 0.0010737781520730183 0.0011431454465714445 0.0016604900286432216 -4.9353141690432153e-05 0.00039252390136026473 0.0013746200581199824 0.00096293434375280772 0.0012165123608936289 0.0014660912415394461
leaf_weight=58 85 60 53 56 58 55 52 99 56 397 75 99 348 98 80 65 53 66 54 196 60 79 55
leaf_count=58 85 60 53 56 58 55 52 99 56 397 75 99 348 98 80 65 53 66 54 196 60 79 55
internal_value=0 0.00125299 0.000932954 0.000335716 0.00133471 0.000765033 0.00119836 0.000939484 0.000571217 0.00135366 0.00129266 0.00141223 0.0014333 0.00133455 0.00130451 0.00130183 0.00146936 6.32487e-05 0.00052144 0.00145068 0.00108949 0.00134321 0.00136203
internal_weight=0 2094 426 263 1668 261 165 152 141 1610 789 821 761 654 556 164 597 122 109 544 135 476 113
internal_count=2357 2094 426 263 1668 261 165 152 141 1610 789 821 761 654 556 164 597 122 109 544 135 476 113
is_linear=0
shrinkage=0.0032998


Tree=6067
num_leaves=19
num_cat=0
split_feature=1 123 1 1 52 14 1 48 160 1 11 52 150 124 481 1 43 1
split_gain=24.2996 4.31833 1.96419 1.65716 1.58576 1.55572 0.926823 0.779116 1.02835 0.518453 0.854087 1.13607 0.372548 0.318841 0.291876 0.18313 0.128513 0.0346039
threshold=0.11846000000000002 1.0000000180025095e-35 0.104035 0.14787500000000001 -0.091784999999999992 -1.0000000180025095e-35 0.12541500000000003 0.093265000000000015 -0.54119499999999987 0.080270000000000022 0.077290000000000011 -1.0000000180025095e-35 0.077585000000000001 -0.085124999999999992 -0.08347499999999998 0.11039500000000001 -0.082894999999999983 0.13630500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -4 -2 -7 8 -1 12 11 -11 14 -3 -10 -6 -9 -8
right_child=3 13 4 -5 15 6 17 16 9 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0022014215764689041 0.0012531660298658247 0.00090377460416337274 0.0018313965490253004 0.00013807210019489742 0.0010638931192195138 0.00097084646384008443 0.00050411347906439573 0.0013695203689106246 0.0019893313010247524 0.0013663435076426292 0.0020147986795385256 0.0017309395092941142 0.0020006779769115154 0.0012511141704735381 0.0017545056400918256 0.0013088254249800878 0.0015845815481354796 0.00038543096753296399
leaf_weight=57 54 66 65 58 59 53 56 52 64 147 63 260 85 53 934 84 87 60
leaf_count=57 54 66 65 58 59 53 56 52 64 147 63 260 85 53 934 84 87 60
internal_value=0 0.00166986 0.001707 0.000635698 0.00140299 0.000764967 0.000608766 0.00174314 0.00176373 0.00174764 0.00165511 0.00159934 0.00178777 0.00105877 0.0017696 0.00120802 0.00150438 0.00044303
internal_weight=0 2076 1957 281 208 223 169 1749 1610 1553 470 407 1083 119 998 143 139 116
internal_count=2357 2076 1957 281 208 223 169 1749 1610 1553 470 407 1083 119 998 143 139 116
is_linear=0
shrinkage=0.0032998


Tree=6068
num_leaves=26
num_cat=0
split_feature=3 2 2 2 2 2 3 3 2 3 3 39 3 2 2 2 2 484 403 47 403 3 2 42 2
split_gain=31.705 8.29954 5.88584 4.54441 3.00164 1.30214 0.990395 0.737768 1.14632 0.651728 0.603747 0.412524 0.364994 0.36231 0.290005 0.233158 0.227029 0.220597 0.189435 0.188251 0.174199 0.130867 0.0891232 0.0554111 0.0838421
threshold=-0.052614999999999995 0.11693000000000002 -1.0000000180025095e-35 0.11366500000000002 0.10045500000000002 0.16730000000000003 -0.10175499999999998 -0.097574999999999981 0.064660000000000009 0.149315 -0.14162499999999997 0.087690000000000004 -0.081224999999999978 0.099675000000000014 0.093565000000000023 0.098150000000000015 0.10866500000000003 0.085845000000000019 -0.5288449999999999 0.09585500000000001 -0.10393999999999999 0.085315000000000016 0.087525000000000006 0.10947000000000003 0.092155000000000015
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 11 7 14 9 -5 8 -1 -3 13 -2 17 -10 21 19 -6 18 -9 23 -20 -4 -22 24 -14
right_child=1 5 4 6 16 -7 -8 12 10 -11 -12 -13 15 -15 -16 -17 -18 -19 20 -21 22 -23 -24 -25 -26
leaf_value=0.00070774035092682709 0.00014961315303724549 0.0001199328835633909 0.0013448602176095229 0.00038669941889706401 0.0006153793481499352 -0.00064221861376659631 0.00091379955688838488 0.0015253182788960062 0.0015219937043706533 -0.00032718481434436077 0.0010260559589500044 -0.00025182540831489189 0.0013513467891608246 0.0011892373401145614 0.00092211202434033725 0.0010746467034971798 0.00034873680091961144 0.0015102463980472697 0.00116924443425991 0.001105953574711717 0.0013655992280952002 0.0011217402828372709 0.0012673018959100705 0.0011914151762141005 0.0012217526546083768
leaf_weight=59 60 100 53 70 71 52 88 52 74 55 103 52 222 72 53 85 70 87 83 69 364 71 158 52 82
leaf_count=59 60 100 53 70 71 52 88 52 74 55 103 52 222 72 53 85 70 87 83 69 364 71 158 52 82
internal_value=0 0.000352413 0.000613766 0.00121428 0.000842885 -0.000190325 0.000680497 0.00126825 0.00112272 -3.84945e-05 0.00122091 -3.64545e-05 0.00130397 0.00135814 0.00112917 0.00123516 0.000483253 0.00135109 0.00132996 0.00126718 0.00131311 0.00121739 0.00133591 0.00129833 0.00131651
internal_weight=0 637 430 1720 318 207 158 1562 308 155 249 112 1254 146 177 510 141 744 657 425 605 124 522 356 304
internal_count=2357 637 430 1720 318 207 158 1562 308 155 249 112 1254 146 177 510 141 744 657 425 605 124 522 356 304
is_linear=0
shrinkage=0.0032998


Tree=6069
num_leaves=21
num_cat=0
split_feature=4 12 2 43 2 4 14 13 16 4 4 403 0 43 13 16 16 159 16 2
split_gain=19.0053 5.25216 1.6343 1.52052 1.59517 1.71176 1.2791 1.22644 1.11655 1.02539 0.759113 0.412144 0.365101 0.547598 0.353118 0.303685 0.291516 0.282844 0.2609 0.19974
threshold=0.30163500000000004 1.0000000180025095e-35 0.12708000000000003 -0.031974999999999996 0.093565000000000023 -0.16772499999999999 -0.41790499999999997 -0.14819499999999997 -0.49181999999999998 0.03851000000000001 0.42405000000000009 -0.53830999999999996 -0.079309999999999978 -0.12584499999999996 -0.014114999999999997 0.03851000000000001 -0.027864999999999997 0.083310000000000009 -0.071629999999999985 0.09167500000000002
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 7 14 16 -6 -2 -3 10 11 -8 -9 15 -14 -1 -13 -5 19 -7 -11
right_child=6 2 -4 4 5 18 8 9 -10 17 -12 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00093335024844767953 0.00083284010273889601 0.0019235011384667847 0.00085273546827493009 0.0012692401767296685 0.0014160666914925599 0.00085255285253851257 0.00024397897623648258 0.0017337061168821285 -5.0935968729847993e-05 0.00097314804950774931 0.00075392008405975063 0.0014932619777369722 0.0010402633936429644 0.0014009339459551762 0.00059480603381344285 0.0012585257462154173 0.0016149301921773843 0.0013990711042408766 0.00052517260950959641 0.001225318728726122
leaf_weight=55 56 54 55 52 54 56 78 54 75 63 54 813 53 384 89 67 58 54 52 81
leaf_count=55 56 54 55 52 54 56 78 54 75 63 54 813 53 384 89 67 58 54 52 81
internal_value=0 0.0013314 0.00141374 0.000999205 0.00114458 0.000935741 0.000390099 0.00143273 0.000270154 0.00141581 0.000452858 0.00144799 0.00143625 0.00135727 0.000724356 0.00147543 0.00145183 0.00119283 0.000695252 0.00111524
internal_weight=0 2094 1678 416 272 162 263 1623 207 1569 132 1371 1317 437 144 880 110 198 108 144
internal_count=2357 2094 1678 416 272 162 263 1623 207 1569 132 1371 1317 437 144 880 110 198 108 144
is_linear=0
shrinkage=0.0032998


Tree=6070
num_leaves=28
num_cat=0
split_feature=1 4 4 3 1 150 150 13 13 13 16 52 16 2 1 3 13 4 3 52 49 4 474 2 42 49 4
split_gain=21.3964 2.64634 2.60414 1.97861 1.88415 0.989258 0.96679 0.832463 0.790511 0.88218 0.759121 0.692525 0.575304 0.536366 0.503236 0.563111 0.457537 0.388473 0.373218 0.233437 0.220775 0.211411 0.208737 0.156221 0.155036 0.145991 0.123293
threshold=0.10752500000000002 -0.03463999999999999 0.27552000000000004 -0.072579999999999992 0.12450500000000002 0.083435000000000023 0.084680000000000019 -0.014114999999999997 -1.0000000180025095e-35 0.019675000000000002 -0.42004999999999992 -0.037619999999999994 -0.011694999999999999 0.13290500000000002 0.084755000000000011 -0.097829999999999986 0.055020000000000006 -0.081214999999999996 -0.13088999999999998 0.08257500000000001 -0.014169999999999999 -0.05584999999999999 0.084145000000000011 0.095195000000000016 -0.088514999999999983 -1.0000000180025095e-35 -0.079614999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 6 8 7 -3 11 21 -6 -5 16 -12 15 -14 17 19 -16 -1 -19 -10 25 -13 -21 -17 -22
right_child=1 4 -4 5 10 -7 -8 -9 9 -11 13 23 14 -15 18 22 -18 20 -20 24 26 -23 -24 -25 -26 -27 -28
leaf_value=0.0021258382461904076 0.0015003732930267053 0.0014529361485527787 0.00098096255697153524 0.0011433190595880852 0.00030588084111833125 0.0011891304139374289 0.00068018120032430963 0.00093035943218309006 0.0020807919126398207 0.0014204598906248391 0.00098019466218261949 0.0017032888950383814 0.0014011795642100988 0.00053478678388592556 0.0020779243690428866 0.0018038143340886445 0.0016212093903932997 0.0016092347165983973 0.0017237276652515177 0.001755939947022597 0.0017040619200046441 0.0017919506089473104 0.0018581583935053526 0.0014930174504232082 0.0019656223710065174 0.0015935715340482371 0.0018612808005545811
leaf_weight=78 71 67 52 52 72 73 58 67 60 52 54 71 86 66 58 53 93 54 79 57 70 57 78 97 152 142 399
leaf_count=78 71 67 52 52 72 73 58 67 60 52 54 71 86 66 58 53 93 54 79 57 70 57 78 97 152 142 399
internal_value=0 0.000914547 0.00171087 0.00173124 0.000806139 0.00154346 0.00103751 0.00119191 0.00160987 0.00178061 0.000574585 0.00147854 0.00179323 0.000735514 0.00170201 0.0016363 0.0018433 0.00186875 0.00187394 0.00196777 0.00181435 0.00194038 0.00171024 0.00158209 0.0019086 0.0016509 0.00183789
internal_weight=0 455 1913 1861 384 462 192 134 389 169 192 220 1399 120 496 359 903 810 137 287 523 117 273 168 209 195 469
internal_count=2368 455 1913 1861 384 462 192 134 389 169 192 220 1399 120 496 359 903 810 137 287 523 117 273 168 209 195 469
is_linear=0
shrinkage=0.0032998


Tree=6071
num_leaves=17
num_cat=0
split_feature=1 49 1 4 12 4 11 12 51 49 15 124 1452 2 4 49
split_gain=0.920834 0.384009 0.284736 0.332519 0.275712 0.251011 0.236895 0.301688 0.220881 0.248917 0.223871 0.214453 0.135098 0.12 0.0769822 0.0596454
threshold=0.11810000000000001 -0.046019999999999998 0.14551500000000003 0.42098500000000005 -0.086449999999999985 0.36766000000000004 1.0000000180025095e-35 0.093270000000000006 -0.035439999999999992 -0.081429999999999989 -0.0087299999999999999 -0.086844999999999992 0.087755000000000014 0.08673500000000002 -0.020389999999999995 0.10228500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 11 6 8 -8 10 -10 14 -1 13 -11 -6 -16
right_child=1 2 -4 -5 5 -7 7 -9 9 12 -12 -13 -14 -15 15 -17
leaf_value=0.014478458741677754 -0.0075953186409921485 0.011847304035629903 0.017790423148668143 -0.003342569984854782 0.0091061700164615077 0.0070276766056832987 0.031496977545842013 0.015187264540507032 0.0077382238697652943 0.018278011219051669 0.0037414728953242527 -0.0003548783352123037 0.024972866777672256 0.01500127783141217 0.018455147496611764 0.011932603861706468
leaf_weight=54 56 82 61 81 66 93 62 68 89 630 80 56 58 659 106 67
leaf_count=54 56 82 61 81 66 93 62 68 89 630 80 56 58 659 106 67
internal_value=0 0.0048529 0.00797298 0.00428794 0.0151404 0.0155972 0.016019 0.0229796 0.0155024 0.0163952 0.0114779 0.00691061 0.0169659 0.0166042 0.01406 0.0159395
internal_weight=0 280 224 163 2088 1978 1885 130 1755 1436 319 110 1347 1289 239 173
internal_count=2368 280 224 163 2088 1978 1885 130 1755 1436 319 110 1347 1289 239 173
is_linear=0
shrinkage=0.16829


Tree=6072
num_leaves=26
num_cat=0
split_feature=1 14 15 1453 394 41 160 160 159 51 3 1 1209 13 3 43 13 133 15 15 1 133 133 130 4
split_gain=0.637109 0.305161 0.179209 0.255238 0.211537 0.203185 0.239182 0.225757 0.287991 0.274363 0.181749 0.142924 0.13039 0.121334 0.205118 0.11538 0.0964814 0.213707 0.15176 0.166165 0.0847707 0.0941024 0.0721166 0.0611367 0.0503807
threshold=0.11810000000000001 -1.0000000180025095e-35 0.03981500000000001 -0.0067199999999999994 -0.08151499999999999 0.077565000000000009 -0.090189999999999979 -0.044974999999999994 0.079755000000000006 -0.089539999999999995 -0.12595999999999999 0.13702500000000004 0.083050000000000013 -0.0013449999999999996 -0.080424999999999983 -0.039409999999999994 -0.085764999999999994 -0.07218999999999999 0.091475000000000015 0.087960000000000024 0.092485000000000026 -0.0068049999999999994 -0.0081099999999999974 -0.011824999999999999 0.22738500000000003
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=2 -2 3 -1 -5 6 13 9 -9 -8 -4 24 16 14 -6 -14 17 -12 19 23 21 -20 -21 -18 -3
right_child=1 11 10 4 5 -7 7 8 -10 -11 12 -13 15 -15 -16 -17 18 -19 20 22 -22 -23 -24 -25 -26
leaf_value=0.021012907220774622 0.013479589289319516 0.0079952428504477327 0.023589425442398736 0.00013171684538877668 0.020863548245863849 0.0024154984486380784 -0.0050841119003993884 0.010304408295178088 0.01958008227750924 0.0094277287387064951 0.014522420949263256 -0.0043837987600947158 0.013925649879563951 0.0232052876244183 0.0074866118444201915 0.02490214150432684 0.0085233144273099744 0.0012057676356023034 0.014816139355589092 0.026088644328892362 0.015387460154100569 0.0063037995995038516 0.01721966187649791 0.015381743824611511 0.0010594714416581228
leaf_weight=72 72 60 58 52 65 71 52 534 116 126 82 88 58 63 66 53 52 59 53 56 84 125 52 139 60
leaf_count=72 72 60 58 52 65 71 52 534 116 126 82 88 58 63 66 53 52 59 53 56 84 125 52 139 60
internal_value=0 0.00403513 0.0125939 0.0112682 0.0106539 0.0111528 0.0117581 0.0105062 0.0119625 0.00517822 0.0144442 0.000757253 0.0137895 0.0170916 0.0141377 0.0191829 0.0129342 0.00896295 0.0139291 0.0165319 0.0109518 0.00884847 0.021835 0.0135239 0.00454233
internal_weight=0 280 2088 1217 1145 1093 1022 828 650 178 871 208 813 194 131 111 702 141 561 299 262 178 108 191 120
internal_count=2368 280 2088 1217 1145 1093 1022 828 650 178 871 208 813 194 131 111 702 141 561 299 262 178 108 191 120
is_linear=0
shrinkage=0.16829


Tree=6073
num_leaves=18
num_cat=0
split_feature=1 16 3 2 158 39 47 51 3 3 0 52 158 0 1 475 0
split_gain=0.440717 0.316372 0.386957 0.294473 0.183424 0.261311 0.201326 0.240059 0.343669 0.264757 0.252576 0.205372 0.165531 0.149827 0.131795 0.0676036 0.0593175
threshold=0.11810000000000001 -0.42618999999999996 0.12991000000000003 0.13053000000000001 0.07968500000000002 0.089130000000000015 0.11114000000000002 -0.051219999999999995 -0.16048499999999996 -0.11327499999999999 -0.087664999999999979 0.51041000000000014 0.092615000000000017 -0.086084999999999981 0.09518500000000002 -0.0013449999999999996 -0.075969999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 9 -9 -1 -11 14 -6 -14 -10 -12 -15
right_child=1 2 -4 -5 12 -7 -8 8 11 10 15 -13 13 16 -16 -17 -18
leaf_value=-0.0044612482911602037 -0.0049178990927547551 0.008648211059458304 0.017297232683922522 -0.0080653088899896412 0.021828138711609942 -0.0016998249650661953 0.00055960778384883734 0.023898041646083799 0.011147743118767733 0.00037280037328212516 0.014449063057670027 0.019317069700625761 0.0044879898905008401 0.019607541589729938 0.0062813752324444201 0.0077419893397794185 0.011623570156374196
leaf_weight=53 89 70 69 52 70 53 59 61 1105 76 115 79 52 53 186 70 56
leaf_count=53 89 70 69 52 70 53 59 61 1105 76 115 79 52 53 186 70 56
internal_value=0 0.00335714 0.00722245 0.00150969 0.0104772 0.00991804 0.0102604 0.0105873 0.0115135 0.00636072 0.00856516 0.0109608 0.0149647 0.0119695 0.010448 0.011921 0.0155222
internal_weight=0 280 191 122 2088 1857 1804 1745 1431 314 261 1370 231 161 1291 185 109
internal_count=2368 280 191 122 2088 1857 1804 1745 1431 314 261 1370 231 161 1291 185 109
is_linear=0
shrinkage=0.16829


Tree=6074
num_leaves=12
num_cat=0
split_feature=31 2 39 131 131 2 448 52 3 1 52
split_gain=0.348637 0.251808 0.225354 0.176659 0.252795 0.231794 0.161782 0.17199 0.286855 0.278882 0.160488
threshold=-0.019269999999999999 -0.087244999999999975 0.095830000000000012 0.094300000000000009 0.11266000000000001 0.14271500000000001 -0.050549999999999991 0.085310000000000011 -0.14162499999999997 0.081925000000000012 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 10 6 -3 8 -8 -9 -5
right_child=1 2 -4 4 -6 -7 7 9 -10 -11 -12
leaf_value=-0.0042177178320363757 -0.0012141032231050819 0.016701293636496504 0.00089211432782302291 0.024163219478696492 0.0070189010217607574 -0.00049119639258454664 0.015038998935195707 0.0092388049960595367 0.0064968213558004194 0.018866372252898878 0.011718937187326797
leaf_weight=64 75 73 101 68 93 77 125 485 1050 104 53
leaf_count=64 75 73 101 68 93 77 125 485 1050 104 53
internal_value=0 0.00835617 0.00867899 0.00904773 0.0136474 0.00853251 0.00891173 0.00858835 0.00740709 0.0109418 0.0187273
internal_weight=0 2304 2229 2128 214 1914 1837 1764 1175 589 121
internal_count=2368 2304 2229 2128 214 1914 1837 1764 1175 589 121
is_linear=0
shrinkage=0.16829


Tree=6075
num_leaves=22
num_cat=0
split_feature=1 1 12 12 4 2 2 2 4 12 4 157 4 16 16 48 12 1204 133 4 1213
split_gain=12.4802 2.18921 1.51029 1.18647 1.09454 0.823141 0.681201 0.529882 0.506974 0.526475 0.468518 0.34276 0.313915 0.309812 0.259015 0.203133 0.199895 0.179877 0.211756 0.1593 0.0626347
threshold=0.104035 0.12419000000000001 0.087245000000000003 -0.088684999999999986 0.056815000000000011 0.14530500000000005 -1.0000000180025095e-35 0.10859000000000001 -0.085054999999999992 0.077755000000000005 0.062150000000000004 -0.0045449999999999996 0.059230000000000012 0.15737500000000001 -0.055679999999999993 -1.0000000180025095e-35 0.08425500000000001 -0.079179999999999987 -0.23133499999999999 -0.057539999999999994 -0.011424999999999999
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 4 -1 -2 6 -3 8 11 14 -4 -5 19 16 -10 -11 -13 -17 -19 -9 -18
right_child=1 5 10 7 -6 -7 -8 12 9 15 -12 13 -14 -15 -16 17 20 18 -20 -21 -22
leaf_value=0.00078811720995309112 0.00036912007619163792 0.00025587587539278547 0.0012519076856043387 0.00161177090504933 0.00088197825826556774 9.6074822873378054e-05 0.00072080875624929341 0.0010061786952715714 0.00087034409985306072 0.0014475581921819568 0.0008457698923562539 0.001552949372425441 0.00085237239688607978 0.0010855309588809498 0.0011778264963990381 0.0010706141975763508 0.0014007368515875521 0.0014236731815151706 0.0012306216992841108 0.0012431033599200737 0.001264950905393396
leaf_weight=69 93 59 77 53 89 73 83 53 66 52 53 53 55 52 57 73 68 69 927 83 110
leaf_count=69 93 59 77 53 89 73 83 53 66 52 53 53 55 52 57 73 68 69 927 83 110
internal_value=0 0.000637942 0.000814592 0.00121405 0.000620107 0.000381431 0.000527881 0.00123063 0.0012506 0.00121962 0.0010866 0.00136522 0.00106521 0.00131892 0.00101312 0.00124224 0.00137131 0.00123222 0.00124403 0.00115103 0.00131702
internal_weight=0 527 312 1840 182 215 142 1771 1580 1244 130 336 191 283 123 1121 231 1069 996 136 178
internal_count=2367 527 312 1840 182 215 142 1771 1580 1244 130 336 191 283 123 1121 231 1069 996 136 178
is_linear=0
shrinkage=0.0032998


Tree=6076
num_leaves=25
num_cat=0
split_feature=4 3 14 150 0 16 39 4 3 0 0 4 0 15 4 15 3 3 400 15 3 42 0 1446
split_gain=10.2147 4.42554 1.3514 1.32331 0.998384 0.895373 0.876772 0.573105 0.522148 0.511504 0.502946 0.408472 0.359779 0.284157 0.258988 0.240107 0.260841 0.273994 0.217494 0.166877 0.253607 0.0721432 0.0848245 0.0697825
threshold=0.30163500000000004 -0.066704999999999987 -0.41790499999999997 0.094605000000000009 -0.14216999999999999 -0.54057999999999995 0.082470000000000016 -0.44205499999999992 0.11372500000000001 -0.063109999999999986 -0.078964999999999994 0.0051600000000000005 -0.079249999999999987 -1.0000000180025095e-35 0.59999500000000017 -0.015464999999999998 -0.14162499999999997 -0.080804999999999974 -0.065244999999999984 0.088005000000000014 -0.079519999999999993 -0.014374999999999997 -0.087614999999999985 0.037915000000000011
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 4 -2 6 -1 -4 7 -3 9 13 -8 12 18 -9 -7 -14 -17 -18 -6 20 -20 -13 -23 -21
right_child=2 3 5 -5 11 14 10 8 -10 -11 -12 21 15 -15 -16 16 17 -19 19 23 -22 22 -24 -25
leaf_value=0.0019971424233033888 0.0012502904239895427 0.0016901525127939175 0.0010144706497466852 0.00073203853910695934 0.001460840094267918 0.00063383883969568382 0.0012759738664439003 0.001375202146768747 0.0010190354990202097 0.0010965355682877769 0.00089254831765407737 0.0013039425990784782 0.0013369086967381064 0.001664044458278882 0.00034816608899276803 0.0016924146150672807 0.0013862395474794763 0.0015979084725487207 0.0016890213842873033 0.0015014720971084157 0.0014727631447819696 0.0015289948794693416 0.0013679429006668734 0.0016532038328026784
leaf_weight=58 52 53 54 54 92 84 70 117 54 53 82 52 84 57 60 91 148 129 510 131 70 85 74 53
leaf_count=58 52 53 54 54 92 84 70 117 54 53 82 52 84 57 60 91 148 129 510 131 70 85 74 53
internal_value=0 0.00148174 0.000776139 0.00122362 0.00157011 0.000651436 0.00127817 0.00137309 0.00131316 0.00138298 0.00106936 0.00155378 0.00157576 0.00147003 0.000515053 0.00149936 0.00153634 0.00148494 0.00161606 0.0016347 0.00166298 0.00141738 0.00145426 0.00154537
internal_weight=0 2117 250 540 1577 198 486 334 281 227 152 1519 1308 174 144 452 368 277 856 764 580 211 159 184
internal_count=2367 2117 250 540 1577 198 486 334 281 227 152 1519 1308 174 144 452 368 277 856 764 580 211 159 184
is_linear=0
shrinkage=0.0032998


Tree=6077
num_leaves=29
num_cat=0
split_feature=3 4 4 42 49 1204 12 1213 4 49 49 52 43 1213 3 3 399 1429 12 16 16 52 3 12 16 42 16 52
split_gain=0.549652 0.352435 0.334019 0.272451 0.235446 0.224422 0.215099 0.288157 0.208448 0.595844 0.263286 0.185978 0.222687 0.181712 0.142814 0.391402 0.135981 0.126506 0.177842 0.11458 0.208263 0.162071 0.0774805 0.101633 0.0516354 0.0953742 0.0384796 0.0352244
threshold=-0.049204999999999992 -0.21586499999999997 -0.019114999999999997 -0.025789999999999997 0.0093850000000000027 -0.079179999999999987 0.087675000000000017 0.030935000000000004 0.51286500000000013 -1.0000000180025095e-35 -0.062709999999999974 0.087275000000000005 -0.011584999999999998 -0.009329999999999998 -0.11327499999999999 -0.15078499999999997 0.086815000000000017 0.08103500000000001 0.086115000000000011 -0.0068949999999999992 0.029300000000000003 -0.013014999999999999 -0.08397499999999998 0.092655000000000015 -0.039889999999999988 0.11603500000000001 0.41484500000000007 -0.16922499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 8 16 7 11 9 10 -5 13 -13 -7 15 27 -1 18 -15 22 -21 26 23 -16 25 -24 -22 -8
right_child=1 2 3 4 -6 6 14 -9 -10 -11 -12 12 -14 17 19 -17 -18 -19 -20 20 21 -23 24 -25 -26 -27 -28 -29
leaf_value=0.0086341933469394633 0.013866165047736922 -0.008482363845843539 0.01301348841285605 0.0055562196612802201 -0.0057248237550581458 0.020362153818472031 0.010372748564538157 0.024006036092232265 -0.0038257178152083086 0.017460956757048573 -0.0093644435750838747 0.013323784597825692 -0.00074954724857881187 0.0068122579929953677 0.0016453477255867343 0.024269662087214948 -0.0034091136506149231 0.016690922425348576 0.017532569940897306 -0.0038908976314097864 0.0026184272752586427 0.013827375741032419 0.0085090682109756986 0.010319674942470795 0.015461920656920852 0.015283531305705924 0.0081360672381818131 0.0040981489486506886
leaf_weight=52 91 68 81 91 82 87 52 61 67 91 53 62 65 175 72 61 54 101 59 55 107 79 277 83 58 76 55 52
leaf_count=52 91 68 81 91 82 87 52 61 67 91 53 62 65 175 72 61 54 101 59 55 107 79 277 83 58 76 55 52
internal_value=0 0.00418238 0.00252568 0.00413932 0.00226275 0.0100086 0.0104948 0.0130045 0.00443751 0.00680105 5.21102e-05 0.0117789 0.00610675 0.0134816 0.00900241 0.0135547 0.00248197 0.0116894 0.00952292 0.00812894 0.00543181 0.00756685 0.00953628 0.0063019 0.0107517 0.00997268 0.00450279 0.00725272
internal_weight=0 624 533 465 384 1743 1637 610 302 235 144 549 127 422 1027 165 106 335 234 862 296 241 566 155 411 353 162 104
internal_count=2367 624 533 465 384 1743 1637 610 302 235 144 549 127 422 1027 165 106 335 234 862 296 241 566 155 411 353 162 104
is_linear=0
shrinkage=0.16829


Tree=6078
num_leaves=14
num_cat=0
split_feature=0 4 48 52 474 51 1 133 15 49 16 16 157
split_gain=0.382211 0.284345 0.221962 0.188595 0.17349 0.325736 0.191911 0.27312 0.260889 0.183468 0.260505 0.127014 0.071001
threshold=-0.22607999999999998 0.59999500000000017 -0.082959999999999992 0.51400500000000016 0.023345000000000001 -0.085574999999999984 0.08956500000000002 -0.088524999999999979 -0.41606999999999994 -0.072214999999999988 0.21684500000000004 0.058765000000000005 -0.082294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 9 -8 -9 -4 -11 12 -7
right_child=1 -3 3 -5 5 11 7 8 -10 10 -12 -13 -14
leaf_value=-0.0033390616509285705 0.018094992135734247 -0.0039221384235149847 0.017642178226851692 -0.0010480281332241148 0.020076949831311156 0.0080754634018449043 0.015819672436278787 0.013803250129853789 0.0023826447972051059 0.0088820712648415533 0.00066100952636988133 0.013262741127078009 -0.00038921470217735525
leaf_weight=96 58 60 59 70 90 60 58 64 501 1005 123 71 52
leaf_count=96 58 60 59 70 90 60 58 64 501 1005 123 71 52
internal_value=0 0.00748912 0.0077996 0.00752142 0.00781026 0.0117753 0.00721122 0.0048126 0.00367949 0.00846863 0.00798722 0.00768275 0.00412939
internal_weight=0 2271 2211 2153 2083 273 1810 623 565 1187 1128 183 112
internal_count=2367 2271 2211 2153 2083 273 1810 623 565 1187 1128 183 112
is_linear=0
shrinkage=0.16829


Tree=6079
num_leaves=22
num_cat=0
split_feature=3 156 157 16 16 1 133 4 1 1204 1453 12 16 133 3 472 474 16 16 3 16
split_gain=0.308702 0.324527 0.275266 0.209965 0.198573 0.416167 0.236627 0.197265 0.29784 0.17318 0.170763 0.186987 0.138581 0.176064 0.149685 0.10708 0.168881 0.0932014 0.126099 0.119016 0.0712199
threshold=-0.066704999999999987 0.097880000000000009 -0.07797999999999998 0.26676500000000009 -0.016079999999999994 0.10124500000000002 0.089625000000000024 0.50569000000000008 0.10980000000000002 -0.079179999999999987 -0.079219999999999985 0.084760000000000016 -0.097069999999999976 0.084065000000000015 -0.086574999999999985 -0.082054999999999975 0.086630000000000013 0.21684500000000004 0.41331000000000007 -0.14443999999999999 -0.082739999999999994
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=9 2 -2 4 6 -6 7 8 -4 20 -11 12 -12 -14 -15 -13 17 19 -19 -17 -1
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 11 15 13 14 -16 16 -18 18 -20 -21 -22
leaf_value=0.0049406965417248616 -0.0098046989846216036 0.015755876974800107 -0.0018848801104245161 -0.0060915613112082715 0.019286846206534831 0.00021490642865780189 0.011394227499685524 -0.0088761895188157764 0.0091350954659552026 -0.0015138190696647794 0.0047929127922990795 -0.00037870322982294847 0.01965849145193841 0.0033757075022386989 0.016020225885405692 0.014096018511593526 0.014213082801672133 -0.0029655033495354756 0.0066744879153359821 0.0068954011810849767 -0.0038215688909665466
leaf_weight=52 52 52 188 65 65 65 67 54 110 56 58 52 91 55 52 71 95 61 103 850 53
leaf_count=52 52 52 188 65 65 65 67 54 110 56 58 52 91 55 52 71 95 61 103 850 53
internal_value=0 0.00294669 0.00194388 0.0029418 0.0040146 0.0097647 0.00222627 0.000476124 0.00217687 0.00713247 0.0075823 0.00792584 0.0120743 0.0141981 0.0095375 0.00706236 0.0073918 0.00679289 0.00307793 0.00745245 0.000500728
internal_weight=0 718 666 614 549 130 419 352 298 1649 1544 1488 256 198 107 1232 1180 1085 164 921 105
internal_count=2367 718 666 614 549 130 419 352 298 1649 1544 1488 256 198 107 1232 1180 1085 164 921 105
is_linear=0
shrinkage=0.16829


Tree=6080
num_leaves=25
num_cat=0
split_feature=10 132 11 43 15 15 12 13 16 13 16 49 16 16 12 2 49 13 2 15 131 16 12 12
split_gain=0.28467 0.22362 0.206813 0.189395 0.332936 0.381678 0.254188 0.210293 0.468279 0.156288 0.156249 0.146765 0.16865 0.265719 0.147713 0.128081 0.12744 0.178794 0.100311 0.095145 0.117549 0.0921729 0.0905223 0.0662962
threshold=-1.0000000180025095e-35 0.08518000000000002 0.077415000000000012 -0.0093649999999999983 0.086115000000000011 -0.0070899999999999991 0.086985000000000021 -0.089189999999999978 -0.081354999999999983 -0.07692499999999998 -0.44010499999999991 -0.081334999999999977 -0.0092499999999999978 -0.014149999999999998 0.083785000000000012 0.09857500000000001 1.0000000180025095e-35 -0.0058249999999999994 0.08647500000000001 -0.077809999999999976 0.093260000000000023 -0.082159999999999997 0.090175000000000019 0.096425000000000025
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=9 2 3 10 5 16 -6 -7 -9 -1 -2 -12 13 -13 -14 -4 18 -18 -5 -3 -21 22 -8 -23
right_child=1 19 15 4 6 7 21 8 -10 -11 11 12 14 -15 -16 -17 17 -19 -20 20 -22 23 -24 -25
leaf_value=0.0026798072798314616 0.014390798050482583 0.0039350359957009921 0.018113953982497294 0.0075461296592553798 0.017379668201821255 -0.013615260975037395 0.0037560833084106337 0.0073389247414833358 -0.011675089336533552 -0.0098302291070901816 -0.0021231598923680097 0.0058517521175961333 0.016285807458640649 -0.0054328936512872466 0.0075621971327112297 0.0073898046124173432 0.0017572073793987522 0.013530294678714349 -0.00086945930009505259 -0.0092847187730819708 0.0012660398678882281 -0.0027055482866180777 0.013474873182577665 0.0057403505579509953
leaf_weight=54 65 80 54 54 61 59 57 77 70 59 61 492 67 67 320 78 72 75 155 55 65 53 53 52
leaf_count=54 65 80 54 54 61 59 57 77 70 59 61 492 67 67 320 78 72 75 155 55 65 53 53 52
internal_value=0 0.00481242 0.0053385 0.00489166 0.00299221 0.000638001 0.00777943 -0.00512359 -0.00170315 -0.00383608 0.00637481 0.00585561 0.00637199 0.004496 0.00907713 0.0117906 0.003977 0.00777611 0.00129631 -0.000549855 -0.00355475 0.00504728 0.00845511 0.00146007
internal_weight=0 2242 2042 1910 838 562 276 206 147 113 1072 1007 946 559 387 132 356 147 209 200 120 215 110 105
internal_count=2355 2242 2042 1910 838 562 276 206 147 113 1072 1007 946 559 387 132 356 147 209 200 120 215 110 105
is_linear=0
shrinkage=0.16829


Tree=6081
num_leaves=22
num_cat=0
split_feature=9 0 475 156 48 151 13 13 43 13 13 12 0 133 133 151 43 156 13 133 0
split_gain=0.229695 0.28412 0.282095 0.459817 0.226912 0.226655 0.216965 0.198505 0.274495 0.175803 0.197654 0.19615 0.156034 0.269167 0.190672 0.18301 0.129172 0.0818492 0.0612076 0.0499483 0.0438142
threshold=-1.0000000180025095e-35 -0.086544999999999997 -0.052309999999999988 0.087120000000000017 -0.031249999999999997 0.0031850000000000003 -0.089024999999999979 0.11251500000000002 -0.27945499999999995 -1.0000000180025095e-35 -0.085164999999999977 0.083825000000000024 -0.089964999999999976 0.026115000000000003 0.076280000000000014 -0.039414999999999999 -0.0035149999999999995 0.092190000000000008 -0.083424999999999985 -0.020859999999999997 -0.076639999999999986
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 2 -2 4 -4 6 19 9 -9 10 -8 -12 13 15 -14 -6 20 -18 -15 -3 -11
right_child=1 5 3 -5 12 -7 7 8 -10 16 11 -13 14 18 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0059703659073572241 -0.0072477925700351227 0.0019960591136178865 -0.0081699211809159213 0.017440247497579074 -0.0062180575852963556 0.016343789540503761 0.01224272893020259 0.0064548555377085199 -0.0098600452115484415 0.0017851323869595343 -0.0039352332862420689 0.0050948863641017018 0.0020234132768205669 0.013625802720513086 -0.010496368172167082 0.0032844010669261033 0.015302808453114065 0.0077666319076711114 0.0061336557924370613 -0.0046596883449801568 0.008436858960183544
leaf_weight=68 92 59 63 55 70 52 97 65 53 52 76 641 98 74 53 317 119 64 55 69 63
leaf_count=68 92 59 63 55 70 52 97 65 53 52 76 641 98 74 53 317 119 64 55 69 63
internal_value=0 0.00394485 0.00156357 0.00259853 0.00147785 0.0054247 0.00500527 0.00569179 -0.000857798 0.00638842 0.00510355 0.00413521 0.00239181 0.00378556 -0.00235905 0.00156097 0.00989207 0.012677 0.0104454 -0.00157777 0.00544474
internal_weight=0 2287 877 785 730 1410 1358 1230 118 1112 814 717 667 516 151 387 298 183 129 128 115
internal_count=2355 2287 877 785 730 1410 1358 1230 118 1112 814 717 667 516 151 387 298 183 129 128 115
is_linear=0
shrinkage=0.16829


Tree=6082
num_leaves=19
num_cat=0
split_feature=483 40 9 49 1 15 1 13 43 43 133 13 484 483 49 150 12 12
split_gain=0.208446 0.180402 0.221883 0.223947 0.192737 0.200816 0.368482 0.188494 0.232104 0.259304 0.191053 0.210416 0.189753 0.186719 0.149902 0.106266 0.0966648 0.0669122
threshold=0.11832500000000001 0.051255000000000002 -1.0000000180025095e-35 -0.0096099999999999988 0.085720000000000005 0.0056700000000000006 0.11050000000000001 -0.089024999999999979 0.10894500000000001 0.0019650000000000002 0.11667000000000001 -0.070004999999999998 -0.19739499999999996 0.08956500000000002 -0.078869999999999982 0.083205000000000015 0.09334000000000002 0.086505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 6 14 8 9 17 12 -12 -9 -14 -6 -4 -13 -5
right_child=-2 -3 3 7 5 -7 -8 10 -10 -11 11 16 13 -15 -16 -17 -18 -19
leaf_value=-0.0073185114668290656 0.013486299432884007 -0.006623160273616144 2.4954915553853697e-05 0.0033445603966190804 -0.006270986211796949 0.0052122327218522167 0.0047551093146820543 -0.0031064000127628251 0.0086662187674509585 -0.012766198837086505 -0.0088956614811393948 0.0081256077531042022 0.0066265441456166783 -0.0016204775206587346 -0.018778514208624246 0.0093847219648877656 0.00028479724834510456 -0.0038621368670825416
leaf_weight=57 53 56 75 101 58 54 54 67 67 54 53 69 1154 83 52 64 127 57
leaf_count=57 53 56 75 101 58 54 54 67 67 54 53 69 1154 83 52 64 127 57
internal_value=0 0.00280164 0.00303743 0.00330791 -0.000543641 -0.00367049 -0.00660624 0.00405944 2.55344e-05 -0.00269677 0.00478298 0.000503478 0.00559878 0.00607173 -0.0122 0.00434741 0.00305425 0.000733305
internal_weight=0 2302 2246 2189 357 218 164 1832 279 212 1553 249 1304 1237 110 139 196 158
internal_count=2355 2302 2246 2189 357 218 164 1832 279 212 1553 249 1304 1237 110 139 196 158
is_linear=0
shrinkage=0.16829


Tree=6083
num_leaves=12
num_cat=0
split_feature=2 16 41 3 13 0 475 1429 130 482 1
split_gain=0.213509 0.287082 0.225699 0.270049 0.460179 0.307044 0.213508 0.182292 0.161561 0.167477 0.204566
threshold=0.13752500000000004 -0.073774999999999993 0.083525000000000016 -0.14162499999999997 0.046185000000000004 0.062580000000000011 -0.088274999999999978 -0.060529999999999994 -0.050984999999999996 0.097035000000000024 0.10296000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -5 -8 -9 10 -10
right_child=1 -3 -4 6 5 -7 7 8 9 -11 -12
leaf_value=0.021854928167028914 0.0028856969237059963 -0.011698264052628752 -0.0065791317801910127 -0.0072721886865950583 -0.0059750902809851056 0.011154687232812628 0.011908823416957611 0.0099082803258400895 0.0028362767100047989 0.010024064390435817 -0.0021044081286515576
leaf_weight=58 87 68 68 59 53 67 63 84 1385 77 286
leaf_count=58 87 68 68 59 53 67 63 84 1385 77 286
internal_value=0 -0.00350084 0.00295655 0.00326153 0.00954084 0.00357406 0.0026886 0.00299967 0.00269232 0.00234453 0.00198958
internal_weight=0 155 2200 2132 178 120 1954 1895 1832 1748 1671
internal_count=2355 155 2200 2132 178 120 1954 1895 1832 1748 1671
is_linear=0
shrinkage=0.16829


Tree=6084
num_leaves=20
num_cat=0
split_feature=1 12 1 16 150 1 15 12 1 40 12 1 457 49 157 51 1 15 133
split_gain=7.36665 0.990624 0.947957 0.848869 0.818092 0.594447 0.434923 0.34278 0.335323 0.272261 0.261297 0.242243 0.232133 0.241419 0.215634 0.393453 0.189478 0.152277 0.146681
threshold=0.10752500000000002 0.077755000000000005 0.13662500000000002 0.12292000000000002 0.087380000000000013 0.10080500000000002 -0.092459999999999987 0.11769500000000001 1.0000000180025095e-35 -0.065259999999999999 0.089605000000000018 0.14882500000000001 0.087195000000000009 -0.047749999999999994 0.09098500000000001 -0.095799999999999982 0.088595000000000021 -0.10114499999999998 -0.010174999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 6 -1 12 -8 -2 17 -4 13 -3 15 -15 -10 -11 -17
right_child=2 7 11 -5 -6 -7 8 -9 16 10 -12 -13 -14 14 -16 18 -18 -19 -20
leaf_value=0.0012698332521463072 0.00076795881879527909 0.00091907263367620726 0.00046042653390118872 0.0010076869721065106 0.00051471535199658813 0.00064813327384274705 0.00072993294810303074 0.00084807988668459267 0.0011965172263357982 0.00054447769642242171 0.00071626862822299321 0.00016353548012464059 0.0013107582482251301 0.00085494860798147139 0.0012931919581898467 0.001156989061903715 0.00091115871697194939 0.00031762362631318611 0.0010788181514650918
leaf_weight=63 69 88 72 67 54 54 54 64 52 74 55 52 55 74 62 411 53 59 823
leaf_count=63 69 88 72 67 54 54 54 64 52 74 55 52 55 74 62 411 53 59 823
internal_value=0 0.00105256 0.000582134 0.000676145 0.000887564 0.000960385 0.00103618 0.00108706 0.000943378 0.000589575 0.000523917 0.000336208 0.00109714 0.00108906 0.00109996 0.00109077 0.00105281 0.000444108 0.00110488
internal_weight=0 1907 448 324 330 276 222 1577 159 257 188 124 1513 1458 1370 1308 105 133 1234
internal_count=2355 1907 448 324 330 276 222 1577 159 257 188 124 1513 1458 1370 1308 105 133 1234
is_linear=0
shrinkage=0.0032998


Tree=6085
num_leaves=18
num_cat=0
split_feature=2 2 2 0 16 2 124 0 0 456 0 3 150 3 16 3 0
split_gain=8.4076 2.45197 1.91811 1.09737 0.994459 0.882511 0.809228 0.648707 0.529156 0.524072 0.48787 0.464775 0.365783 0.159061 0.13301 0.107522 0.125885
threshold=0.11556500000000001 -1.0000000180025095e-35 0.16730000000000003 -0.22607999999999998 -0.084699999999999984 0.099675000000000014 -1.0000000180025095e-35 -0.13740499999999997 -0.14989499999999997 0.088355000000000003 -0.10946999999999998 -0.020014999999999995 0.083205000000000015 -0.10175499999999998 -0.50393499999999991 -0.074979999999999977 -0.070064999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -3 14 8 -1 -7 -5 10 -10 -6 -12 -9 -2 -15 -17
right_child=2 3 -4 5 11 7 -8 13 9 -11 12 -13 -14 15 -16 16 -18
leaf_value=0.00044367520360531689 0.00030064306161482334 0.00076420575153152636 -2.9401731023791697e-05 0.0015301588989686291 0.00096835841385028423 0.00068908287629755496 0.00094057124644711799 0.00094778840759933837 0.00093770195006454525 0.0015012945409418133 0.0011794873655347469 0.00061127704355354512 0.0013999983610663896 0.0012370206503483914 0.00053244751642871177 0.00094731380420716969 0.0011831261273571511
leaf_weight=68 55 76 52 53 98 57 76 72 87 58 1184 68 90 72 55 52 52
leaf_count=68 55 76 52 53 98 57 76 72 87 58 1184 68 90 72 55 52 52
internal_value=0 0.00112158 0.000551303 0.00115384 0.000660839 0.00117048 0.000706171 0.00100822 0.00120408 0.00119188 0.00117867 0.000822296 0.00119509 0.00108143 0.000416866 0.0011359 0.00106556
internal_weight=0 1997 328 1853 276 1777 144 305 1472 1419 1361 166 1274 248 110 176 104
internal_count=2325 1997 328 1853 276 1777 144 305 1472 1419 1361 166 1274 248 110 176 104
is_linear=0
shrinkage=0.0032998


Tree=6086
num_leaves=12
num_cat=0
split_feature=149 10 1 47 484 0 484 393 11 1456 0
split_gain=0.25704 0.289173 0.207099 0.242487 0.195473 0.267643 0.241947 0.234074 0.305765 0.0828384 0.0474617
threshold=0.079625000000000015 -0.092019999999999977 0.13522500000000001 0.11596500000000001 0.087150000000000019 -0.23046999999999998 0.096480000000000024 1.0000000180025095e-35 0.078340000000000007 -0.016459999999999999 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 8 -7 -8 -9
right_child=-2 2 -4 -5 6 7 9 10 -10 -11 -12
leaf_value=-0.0083584030441803299 0.015666203460751656 0.014635414866739478 0.01151053790387572 -0.005523578295248948 0.017311456694422789 0.0033163903830925553 0.0090543072850874096 0.0068989654105196764 -0.0056328626935515441 0 0.013872675808409653
leaf_weight=54 53 60 102 77 68 1567 58 54 116 56 60
leaf_count=54 53 60 102 77 68 1567 58 54 116 56 60
internal_value=0 0.00379859 0.00409538 0.00373709 0.00408768 0.00357027 0.00935713 0.00319982 0.0026985 0.00459668 0.0105851
internal_weight=0 2272 2218 2116 2039 1857 182 1797 1683 114 114
internal_count=2325 2272 2218 2116 2039 1857 182 1797 1683 114 114
is_linear=0
shrinkage=0.16829


Tree=6087
num_leaves=14
num_cat=0
split_feature=149 10 14 13 0 4 0 484 51 0 43 4 15
split_gain=0.177722 0.200119 0.178767 0.182385 0.225928 0.306415 0.219961 0.175884 0.168807 0.135226 0.127157 0.148757 0.106529
threshold=0.079625000000000015 -0.092019999999999977 -0.23083499999999998 0.034905000000000012 -0.047049999999999995 0.41555500000000006 -0.060199999999999997 0.087150000000000019 0.030935000000000004 0.030935000000000004 -0.086809999999999984 -0.068189999999999987 0.087125000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 10 -6 12 -12 -5
right_child=-2 2 3 8 9 -7 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.0069517700961606683 0.013029741484036432 0.010677466457185432 0.003417189342813856 0.0083404433220870128 0.01542160974705164 -0.0094428201787311802 -0.006258977452715914 0.010038699828911689 -0.008937565980819696 0.0056702966359516828 0.0025705660802996327 -0.0095123454263857255 -0.0010872808695403461
leaf_weight=54 53 92 1404 85 68 53 62 124 57 101 63 53 56
leaf_count=54 53 92 1404 85 68 53 62 124 57 101 63 53 56
internal_value=0 0.00315964 0.00340663 0.00309115 0.00374016 0.00313586 0.00355627 0.00395571 -0.000648408 0.00960453 0.00118305 -0.00293459 0.00458336
internal_weight=0 2272 2218 2126 1812 1643 1590 1528 314 169 257 116 141
internal_count=2325 2272 2218 2126 1812 1643 1590 1528 314 169 257 116 141
is_linear=0
shrinkage=0.16829


Tree=6088
num_leaves=22
num_cat=0
split_feature=4 2 2 14 4 42 42 4 16 14 2 16 2 4 4 2 160 16 16 43 16
split_gain=5.26115 2.33422 0.732325 0.642577 0.563951 0.75409 1.12272 0.698923 0.508908 0.273777 0.182143 0.176802 0.268731 0.174445 0.171297 0.169489 0.144854 0.139075 0.129325 0.186256 0.152047
threshold=0.30163500000000004 0.14234000000000005 -0.0091949999999999983 -0.45687499999999998 -0.060264999999999992 0.079170000000000004 -0.0043149999999999994 0.0071200000000000005 -0.4714549999999999 0.062655000000000016 0.090000000000000011 0.42146500000000003 0.10613000000000002 0.043850000000000007 0.066275000000000014 0.11693000000000002 0.014995000000000003 0.19578000000000004 -0.0068949999999999992 -0.082739999999999994 -0.016354999999999998
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 2 -1 -2 9 6 10 -8 15 11 -6 12 17 18 -15 -5 -12 -4 20 -20 -7
right_child=3 -3 4 8 5 13 7 -9 -10 -11 16 -13 -14 14 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00078412606424678618 0.00091677200016379774 0.00047141463193447016 0.0011937074883074704 0.00075121716524019738 0.0012352127744243207 0.0011816611948885273 0.00056909727013429554 0.00099669648407525171 0.00027170323840501587 0.0014264215994659699 0.00097459960621209684 0.0013523563812304806 0.0009328841115900313 0.00089933651436050388 0.0011445083169297607 0.00050431666510477517 0.0011816193011667728 0.0010137960500579593 0.0012285989319148604 0.0010206681185426514 0.0013582727325059034
leaf_weight=68 52 62 718 62 88 171 92 77 68 53 111 62 52 52 85 62 59 53 96 99 83
leaf_count=68 52 62 718 62 88 171 92 77 68 53 111 62 52 52 85 62 59 53 96 99 83
internal_value=0 0.00110305 0.00112243 0.00059056 0.00113421 0.00107985 0.00097386 0.000764129 0.000502028 0.00119287 0.00111111 0.00117884 0.00116573 0.00115703 0.00105171 0.000628051 0.00104665 0.00118139 0.00118908 0.00112321 0.00123951
internal_weight=0 2081 2019 244 1951 1013 427 169 192 938 258 885 823 586 137 124 170 771 449 195 254
internal_count=2325 2081 2019 244 1951 1013 427 169 192 938 258 885 823 586 137 124 170 771 449 195 254
is_linear=0
shrinkage=0.0032998


Tree=6089
num_leaves=10
num_cat=0
split_feature=2 12 151 47 376 124 1 4 4
split_gain=0.223574 0.183521 0.179788 0.154431 0.248028 0.259059 0.235653 0.214247 0.19909
threshold=0.14578500000000003 -0.10236499999999998 -0.15554499999999996 0.11635500000000001 0.084545000000000009 -0.085664999999999977 0.10178000000000001 0.49433000000000005 0.06301000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 -7
right_child=-2 2 3 -5 -6 6 7 -9 -10
leaf_value=0.013339689154137437 -0.0041018522195943544 0.012461743632655236 -0.0080821212751779076 -0.0044742490598154369 0.014486993353482148 0.0034604071012431419 0.010370455361624478 -0.00037206867607897024 -0.0034748393931989152
leaf_weight=58 101 65 54 67 59 1488 239 67 127
leaf_count=58 101 65 54 67 59 1488 239 67 127
internal_value=0 0.00398545 0.00373413 0.00346327 0.00372561 0.00340322 0.00372701 0.00801246 0.00291392
internal_weight=0 2224 2166 2101 2034 1975 1921 306 1615
internal_count=2325 2224 2166 2101 2034 1975 1921 306 1615
is_linear=0
shrinkage=0.16829


Tree=6090
num_leaves=23
num_cat=0
split_feature=4 1 12 2 3 1 51 12 47 4 1 43 483 3 2 3 43 12 43 3 130 3
split_gain=7.91447 2.35497 1.24741 0.764871 0.445758 0.372315 0.284313 0.269427 0.333683 0.291184 0.256442 0.161926 0.201506 0.145317 0.140044 0.128779 0.119381 0.117986 0.11279 0.158833 0.0683122 0.0432061
threshold=0.36766000000000004 0.10124500000000002 -1.0000000180025095e-35 0.11923000000000002 0.092330000000000009 0.12007000000000002 0.081440000000000026 0.090345000000000023 0.081320000000000017 -0.099704999999999974 0.089790000000000023 -0.011154999999999998 0.087605000000000002 -0.079324999999999993 0.082690000000000013 -0.083134999999999987 -0.052219999999999996 -0.074254999999999988 0.061400000000000003 -0.074479999999999977 0.053680000000000012 -0.0062049999999999996
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 4 -3 6 7 21 13 8 10 -9 11 12 -1 -4 -13 16 20 -7 19 -17 -11 -2
right_child=5 2 3 -5 -6 17 -8 9 -10 15 -12 14 -14 -15 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=0.0010760428118560472 0.0004508056590606442 0.00043505439528247113 0.00095062738256994274 0.00053050453685390432 0.0008155444166325302 0.00035400907691416624 0.00076449931669451455 0.000768297627793341 0.0012798174739387205 0.001077929632196878 0.00089165331057296585 0.0012895164888414399 0.00085534459202474906 0.001168059851395757 0.0011151648619434826 0.0011539497857180137 0.00081516733589035036 0.00015896744215234212 0.0009550195252068886 0.0010051175547355501 0.00091316296039984941 0.00058852355469923693
leaf_weight=446 55 98 76 55 86 69 53 52 98 71 78 65 52 65 282 188 52 68 92 144 52 52
leaf_count=446 55 98 76 55 86 69 53 52 98 71 78 65 52 65 282 188 52 68 92 144 52 52
internal_value=0 0.00099992 0.000751136 0.000875396 0.00104901 0.000371884 0.000972992 0.00106099 0.00109484 0.00100785 0.00107517 0.00109206 0.00105307 0.00105111 0.00114793 0.00102859 0.000951295 0.000257457 0.00106041 0.0010895 0.00100856 0.000518063
internal_weight=0 2105 347 249 1758 244 194 1672 1021 651 923 845 498 141 347 599 175 137 424 332 123 107
internal_count=2349 2105 347 249 1758 244 194 1672 1021 651 923 845 498 141 347 599 175 137 424 332 123 107
is_linear=0
shrinkage=0.0032998


Tree=6091
num_leaves=13
num_cat=0
split_feature=13 48 48 15 147 13 3 3 4 4 1456 42
split_gain=0.236474 0.178149 0.175143 0.175276 0.153827 0.1737 0.365864 0.118905 0.113077 0.132826 0.156498 0.0924338
threshold=0.055020000000000006 -0.086624999999999994 0.083830000000000002 -0.076519999999999991 1.0000000180025095e-35 -0.47860499999999995 0.13772500000000001 -0.22740999999999997 -0.37626499999999991 -0.14236999999999997 -0.15024999999999997 -0.092934999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3 8 -5 -7 -10 -11 -9
right_child=2 4 -4 7 -6 6 -8 11 9 10 -12 -13
leaf_value=0.014247498438646323 -0.0097120390535837438 0.014053775750211698 0.008251851636524362 0.0058350307965343469 -0.0034243384339906679 0.01072445161444182 -0.0081251764044687012 0.0027738136402734445 -0.0039375920740968764 -0.0040418225384316079 0.0049935556156068713 -0.0060645997688603057
leaf_weight=52 65 53 56 72 71 85 65 55 52 56 1582 85
leaf_count=52 65 53 56 72 71 85 65 55 52 56 1582 85
internal_value=0 0.00451039 -0.00032551 -0.00206605 0.00425167 0.00454052 0.00426552 0.000269769 0.00472028 0.00441723 0.00468356 -0.00257953
internal_weight=0 2016 333 277 1964 1893 1840 212 1775 1690 1638 140
internal_count=2349 2016 333 277 1964 1893 1840 212 1775 1690 1638 140
is_linear=0
shrinkage=0.16829


Tree=6092
num_leaves=13
num_cat=0
split_feature=10 13 15 158 15 3 3 1419 11 15 16 16
split_gain=0.187067 0.232298 0.217441 0.230135 0.242549 0.184311 0.232585 0.167501 0.216364 0.151769 0.124323 0.0189798
threshold=0.058500000000000003 -0.47860499999999995 -0.43457999999999991 0.080150000000000013 -0.091734999999999983 0.11372500000000001 -0.0035149999999999995 0.086325000000000013 0.085630000000000026 -1.0000000180025095e-35 -0.019164999999999998 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 -4 11 -6 -8
right_child=-2 2 3 4 10 -7 9 -9 -10 -11 -12 -13
leaf_value=0.014132766373906184 -0.0063316781115910275 -0.0053483444175476801 0.0027165713856224277 0.017622081342696782 -0.00012111541167065417 -0.0041184443613795406 0.0025598207252504088 0.010940547590767777 -0.0065983695175651016 0.014794502156591309 0.0091219301993874374 0.007136152454524365
leaf_weight=56 57 82 1503 61 71 101 53 66 74 75 97 53
leaf_count=56 57 82 1503 61 71 101 53 66 74 75 97 53
internal_value=0 0.00341787 0.00314871 0.00347302 0.00852042 0.00287164 0.00325969 0.00262739 0.00227833 0.00898932 0.00520495 0.00486494
internal_weight=0 2292 2236 2154 229 1925 1824 1643 1577 181 168 106
internal_count=2349 2292 2236 2154 229 1925 1824 1643 1577 181 168 106
is_linear=0
shrinkage=0.16829


Tree=6093
num_leaves=26
num_cat=0
split_feature=1 123 3 123 15 159 3 1 3 15 3 3 160 3 51 133 42 160 1 15 1213 1 43 1213 15
split_gain=10.8127 1.71926 1.11747 1.28438 0.941452 0.579656 0.516359 0.5078 0.497521 0.471233 0.387512 0.470771 0.320776 0.339658 0.237121 0.233686 0.214071 0.203848 0.16109 0.156301 0.137769 0.132686 0.122665 0.0788331 0.0716516
threshold=0.10892500000000001 0.081180000000000016 0.31534000000000006 0.081180000000000016 0.022565000000000005 0.087395000000000014 0.10323000000000002 0.073870000000000005 -0.12595999999999999 0.11643000000000002 -0.10122999999999999 -0.072894999999999988 -1.0000000180025095e-35 -0.012374999999999999 -1.0000000180025095e-35 0.089380000000000015 0.090625000000000025 -0.025879999999999997 0.11869500000000001 -0.091934999999999989 -0.021674999999999996 0.077300000000000021 0.055170000000000004 0.060985000000000004 0.090725000000000014
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=1 4 3 5 6 16 8 9 14 17 -9 20 19 15 -1 -14 18 -6 -2 -10 -12 -21 23 -19 -22
right_child=2 -3 -4 -5 7 -7 -8 10 12 -11 11 -13 13 -15 -16 -17 -18 22 -20 21 24 -23 -24 -25 -26
leaf_value=0.0010009086971057199 0.00096465748596484329 0.00062869861326010678 8.1911810018465899e-05 0.00023399220556862734 0.0013402445142444513 0.00042554720405355993 0.00072296086053557783 0.0015516330510330603 0.0012672371571209673 0.00085985745639290318 0.0012836598203072821 0.0014961997032633331 0.001108116083129817 0.00081167691031083951 0.00070514602546745608 0.00091523898404926077 0.00060001672493578933 0.0011305174693017229 0.00073009233245010922 0.0010622978839457456 0.0011750806228764492 0.0012281338744462675 0.001006710146075342 0.0012572890053792916 0.0010046810041925119
leaf_weight=58 68 90 63 96 59 70 58 52 93 68 58 57 264 76 63 96 53 294 64 204 54 76 77 73 65
leaf_count=58 68 90 63 96 59 70 58 52 93 68 58 57 264 76 63 96 53 294 64 204 54 76 77 73 65
internal_value=0 0.00107496 0.000487226 0.000559875 0.00109671 0.000682422 0.00102701 0.00117703 0.00104593 0.00111971 0.00129133 0.00123333 0.00107561 0.00101414 0.000847208 0.00105678 0.000779427 0.00115477 0.000851196 0.00114737 0.00114848 0.00110744 0.00113005 0.00115583 0.0010823
internal_weight=0 1935 414 351 1845 255 988 857 930 571 286 234 809 436 121 360 185 503 132 373 177 280 444 367 119
internal_count=2349 1935 414 351 1845 255 988 857 930 571 286 234 809 436 121 360 185 503 132 373 177 280 444 367 119
is_linear=0
shrinkage=0.0032998


Tree=6094
num_leaves=20
num_cat=0
split_feature=4 3 43 3 15 15 12 12 160 3 39 42 15 4 3 12 12 4 133
split_gain=8.94752 3.39554 0.857046 1.45387 0.582731 0.375057 0.351571 0.358281 0.331364 0.255588 0.217459 0.202449 0.181469 0.264316 0.174325 0.200585 0.126255 0.127146 0.063366
threshold=0.36766000000000004 -0.058704999999999993 -0.033174999999999989 0.11372500000000001 -0.41606999999999994 -0.14765999999999999 0.081095000000000014 0.092495000000000008 0.08325500000000001 -0.154195 0.089535000000000017 0.092340000000000019 0.022565000000000005 -1.0000000180025095e-35 -0.08095999999999999 0.083785000000000012 0.11156500000000001 -0.0084099999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 12 10 -1 -7 11 -3 -9 -2 14 13 -4 15 -8 17 -11 -16
right_child=4 2 3 -5 -6 6 7 9 -10 16 -12 -13 -14 -15 18 -17 -18 -19 -20
leaf_value=0.0015999916631314298 0.000812273227754223 0.00069248165136658621 0.0010512072618162295 0.00076901474617664851 0.00038614178578332459 0.001041897422076113 0.0015390127031623985 0.0010302503354203086 0.0010045287320687604 0.001336077267311974 0.00054247867791997547 0.0015421054710074065 0.0014237646850587763 0.0013117888182338246 0.0013304764977406884 0.0013513648867001674 0.0011498620750205408 0.0012058469991452774 0.0011930173745201944
leaf_weight=52 92 101 78 99 100 52 72 52 60 310 52 65 52 99 70 645 77 121 100
leaf_count=52 92 101 78 99 100 52 72 52 60 310 52 65 52 99 70 645 77 121 100
internal_value=0 0.00124822 0.00100699 0.00110407 0.000580421 0.00132119 0.0013119 0.00132116 0.000808991 0.00125412 0.000715092 0.00136056 0.00124877 0.00119716 0.00134722 0.00137026 0.00127697 0.0012996 0.00124983
internal_weight=0 2105 489 328 244 1616 1564 1512 161 560 144 952 229 177 887 717 508 431 170
internal_count=2349 2105 489 328 244 1616 1564 1512 161 560 144 952 229 177 887 717 508 431 170
is_linear=0
shrinkage=0.0032998


Tree=6095
num_leaves=21
num_cat=0
split_feature=3 39 16 42 12 12 16 160 12 157 30 133 16 156 51 52 3 42 3 3
split_gain=5.36876 3.07065 1.03022 0.833229 0.471422 0.409141 0.721656 0.489707 0.465652 0.375694 0.279416 0.371805 0.216121 0.185437 0.558169 0.180769 0.179785 0.173757 0.166666 0.147792
threshold=0.31343500000000007 0.081875000000000017 -0.24900499999999998 -1.0000000180025095e-35 0.095175000000000023 0.083705000000000016 -0.0101 -0.071719999999999992 0.093840000000000021 0.083215000000000011 0.085875000000000021 0.087445000000000009 -0.075434999999999988 0.087205000000000019 -0.021224999999999997 0.0085900000000000021 -0.085374999999999993 -0.089429999999999996 -0.088714999999999988 -0.097224999999999992
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 2 4 -3 15 6 12 -8 13 17 11 -5 -4 14 -7 -1 -15 -10 -16 -19
right_child=-2 3 5 10 -6 8 7 -9 9 -11 -12 -13 -14 16 18 -17 -18 19 -20 -21
leaf_value=0.00076925679772307039 0.00014347561144180835 0.0009976680492477844 0.00095135148033570829 0.00073316108715362109 0.00050709065657618196 0.0013712260112027259 0.00054397195640140271 0.00091203657428302984 0.0011098341858036672 0.0012263603034581079 0.00031888331243693928 0.0004097849842661167 0.0011994240825208278 0.00082381677566910783 0.00099684231972956765 0.00099652743263085853 0.0010877612601156127 0.0007701653756550359 0.0011102405765476154 0.00094197927669995311
leaf_weight=88 92 52 77 94 52 81 66 100 58 56 52 67 81 54 197 71 63 68 580 341
leaf_count=88 92 52 77 94 52 81 66 100 58 56 52 67 81 54 197 71 63 68 580 341
internal_value=0 0.000956861 0.00100044 0.000622412 0.000781456 0.00102578 0.000918577 0.00076591 0.00104894 0.000968907 0.000530634 0.000598807 0.00107875 0.00109184 0.00110892 0.000870964 0.000966242 0.000937959 0.00108154 0.0009135
internal_weight=0 2298 2033 265 211 1822 324 166 1498 523 213 161 158 975 858 159 117 467 777 409
internal_count=2390 2298 2033 265 211 1822 324 166 1498 523 213 161 158 975 858 159 117 467 777 409
is_linear=0
shrinkage=0.0032998


Tree=6096
num_leaves=17
num_cat=0
split_feature=4 3 123 3 2 50 2 132 15 4 2 15 4 12 12 50
split_gain=8.91098 2.43237 1.60135 1.06598 0.940939 0.517722 0.448552 0.348752 0.254604 0.322661 0.24151 0.236447 0.214859 0.159663 0.156604 0.206573
threshold=0.36766000000000004 0.30112000000000005 1.0000000180025095e-35 0.13772500000000001 0.13880500000000004 0.041865000000000006 0.12454500000000002 0.082230000000000011 -0.15614499999999998 -0.072054999999999994 0.10045500000000002 0.079575000000000021 -0.088499999999999981 -0.08947999999999999 0.094045000000000004 0.091320000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 7 10 8 -1 -10 -2 -9 -7 -4 15 -14
right_child=3 -3 13 -5 -6 12 -8 11 9 -11 -12 -13 14 -15 -16 -17
leaf_value=0.0015621072533363875 0.00071928732064028677 0.00061672839608516768 0.0010642969335726833 0.00025251411584978719 0.00089998501586246093 0.001652141122176477 0.00053624382920322566 0.00104731311286069 0.0013809002412238768 0.0012755050754955153 0.0010153717165723973 0.0013256772593312162 0.001648825813601279 0.00081890002568656573 0.0013021828772266869 0.0014134851534408062
leaf_weight=52 59 57 58 61 54 52 67 86 588 725 64 57 54 62 95 199
leaf_count=52 59 57 58 61 54 52 67 86 588 725 64 57 54 62 95 199
internal_value=0 0.00129041 0.00130884 0.000632905 0.00133151 0.00134371 0.000754845 0.00131546 0.00133188 0.00132273 0.000873634 0.00115852 0.00145011 0.000937802 0.00141982 0.00146386
internal_weight=0 2139 2082 251 1962 1908 190 1508 1365 1313 123 143 400 120 348 253
internal_count=2390 2139 2082 251 1962 1908 190 1508 1365 1313 123 143 400 120 348 253
is_linear=0
shrinkage=0.0032998


Tree=6097
num_leaves=24
num_cat=0
split_feature=1 1 123 3 2 2 3 14 3 2 0 2 0 1446 0 3 1 3 3 42 159 3 3
split_gain=50.5386 8.60573 5.52196 4.64508 2.61025 2.55894 1.55112 1.45749 1.16191 1.00835 0.737141 0.716987 0.622751 0.492353 0.435901 0.431623 0.412391 0.340413 0.297353 0.164881 0.132453 0.0377047 0.171034
threshold=0.10508500000000001 0.13130500000000003 1.0000000180025095e-35 -0.031844999999999991 0.10746500000000002 0.099675000000000014 0.31840500000000005 0.062655000000000016 0.0075150000000000008 0.12015500000000001 -0.10490499999999998 0.12330500000000001 -0.088484999999999994 0.037915000000000011 -0.079249999999999987 0.045635000000000002 0.083555000000000018 -0.086049999999999988 -0.073629999999999987 0.11603500000000001 -0.083114999999999981 -0.096099999999999977 -0.072894999999999988
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 3 5 4 -2 7 8 10 -3 15 16 12 -7 14 18 -5 -1 -15 -12 -16 -19 -14 -23
right_child=1 6 -4 9 -6 11 -8 -9 -10 -11 13 -13 21 17 19 -17 -18 20 -20 -21 -22 22 -24
leaf_value=0.0069613658553583369 0.0068428196505480763 0.0051465625073852331 0.0060460627502103553 0.0056761395552184261 0.0059538064340175657 0.0065061285017403436 0.0047417714390694038 0.0075320898129981502 0.0057896216694727472 0.0053320252065206511 0.0070660418439003683 0.0063426905169838323 0.0067587622064997155 0.0074372428091045752 0.0068486488037489499 0.0060792916715764296 0.0065505461102764442 0.0069557473103399959 0.0068314440424491829 0.0070641645794631211 0.0072161531410822087 0.0070244071005651863 0.0067813078629890442
leaf_weight=56 96 80 75 61 59 76 57 61 52 53 712 53 58 52 252 65 62 54 75 61 61 80 79
leaf_count=56 96 80 75 61 59 76 57 61 52 53 712 53 58 52 252 65 62 54 75 61 61 80 79
internal_value=0 0.00576576 0.00692684 0.0060848 0.00650465 0.00696368 0.00520178 0.00702519 0.00540016 0.00572104 0.00700284 0.00670651 0.0067722 0.00702675 0.00700024 0.00588439 0.00674581 0.00720121 0.00704373 0.00689076 0.00709418 0.00686523 0.00690384
internal_weight=0 523 1867 334 155 1792 189 1446 132 179 1385 346 293 1267 1100 126 118 167 787 313 115 217 159
internal_count=2390 523 1867 334 155 1792 189 1446 132 179 1385 346 293 1267 1100 126 118 167 787 313 115 217 159
is_linear=0
shrinkage=0.0032998


Tree=6098
num_leaves=14
num_cat=0
split_feature=1 51 1 1 1 51 13 51 43 403 39 4 16
split_gain=0.649123 0.231098 0.217148 0.175559 0.19669 0.189046 0.206738 0.194189 0.167384 0.134595 0.122034 0.166179 0.0593525
threshold=0.14262000000000002 0.10446500000000002 0.11400500000000001 0.11000000000000001 0.10574000000000001 -0.17169499999999996 0.055020000000000006 -0.095144999999999993 -0.010504999999999999 0.081825000000000023 0.090455000000000021 0.24726500000000004 0.46043000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 12 7 -7 -3 -8 11 -4 -1
right_child=-2 8 10 -5 -6 6 9 -9 -10 -11 -12 -13 -14
leaf_value=0.02294584826230834 -0.0026091323288966106 0.01296230670523635 0.0089450089635064126 0.020938998880464355 0.003785314080218532 0.0045035695513952418 0.0037738656590844371 0.012825788752021828 0.023326321366890435 0.013811881573997495 0.012914694427078403 -0.0021289026891248954 0.014934270319461339
leaf_weight=54 90 97 83 61 85 85 142 1374 83 52 58 71 55
leaf_count=54 90 97 83 61 85 85 142 1374 83 52 58 71 55
internal_value=0 0.0119438 0.0114499 0.0120187 0.0117231 0.012105 0.0116545 0.0123422 0.0177513 0.00647373 0.00632234 0.00382784 0.0189198
internal_weight=0 2300 2120 1908 1847 1762 1653 1459 180 194 212 154 109
internal_count=2390 2300 2120 1908 1847 1762 1653 1459 180 194 212 154 109
is_linear=0
shrinkage=0.16829


Tree=6099
num_leaves=20
num_cat=0
split_feature=2 132 1 51 0 0 4 43 1 1 51 156 51 2 159 1447 2 43 0
split_gain=0.520475 0.249713 0.304267 0.236927 0.202149 0.217559 0.285517 0.149407 0.120865 0.372961 0.199084 0.145621 0.301 0.114878 0.2606 0.194435 0.0989626 0.0922567 0.00888258
threshold=0.13631000000000001 0.082230000000000011 0.077565000000000009 0.092235000000000011 0.12500000000000003 -0.023359999999999995 -0.16772499999999999 -1.0000000180025095e-35 0.10797500000000002 0.11332500000000002 -0.020604999999999995 0.087380000000000013 -0.097374999999999975 0.088555000000000009 0.084205000000000016 -0.085754999999999984 0.099325000000000011 -0.087864999999999985 -0.11692999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 17 7 5 8 16 -2 11 -10 -11 13 -13 15 -15 -1 -7 -3 -12
right_child=3 2 -4 -5 -6 6 -8 -9 9 10 18 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.002582613025880563 0.0030229904950293917 0.0046754931964960601 -0.0037729364005408125 0.0097480492967417735 0.020659784037531499 0.014713620759299849 -0.0057497056376032444 -0.0089565406621976758 0.026579044340162492 0.019074820506490741 0.0078826602301166008 0.013767057787979117 -0.00047726157164445409 0.0079621602022893166 0.018337802888602057 0.013083579318938167 0.0042679798704968099 0.013727375047271994 0.0046507013980124877
leaf_weight=54 53 60 77 55 57 52 52 66 56 52 53 75 95 537 79 743 52 70 52
leaf_count=54 53 60 77 55 57 52 52 66 56 52 53 75 95 537 79 743 52 70 52
internal_value=0 0.0101745 0.00459386 0.000604767 0.0107486 0.0104582 0.00441063 -0.00360602 0.0109825 0.0147668 0.010542 0.0104722 0.00579643 0.0110335 0.00929572 0.0123744 0.00950808 0.0095634 0.00629918
internal_weight=0 2216 207 174 2009 1952 156 119 1796 213 157 1583 170 1413 616 797 104 130 105
internal_count=2390 2216 207 174 2009 1952 156 119 1796 213 157 1583 170 1413 616 797 104 130 105
is_linear=0
shrinkage=0.16829


Tree=6100
num_leaves=15
num_cat=0
split_feature=14 158 0 16 13 160 124 0 402 52 394 13 151 13
split_gain=0.219268 0.177195 0.165045 0.497611 0.320372 0.178138 0.161216 0.155776 0.11415 0.153674 0.137518 0.273831 0.0863729 0.0855513
threshold=-0.2523999999999999 -0.11929999999999998 -0.12608499999999997 -0.0092499999999999978 -0.16392499999999996 -0.007559999999999999 -0.051674999999999992 -0.10803999999999998 0.095250000000000015 0.084505000000000011 -0.081744999999999984 0.24518500000000001 -0.072119999999999976 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 13 -8 10 -10 -9 -12 -7 -4
right_child=1 2 6 -5 5 12 7 8 9 -11 11 -13 -14 -15
leaf_value=-0.00070634816976877313 -8.3334648737544064e-06 -0.0019431599409817956 0.0078150416574107404 -0.0080337156971494877 0.020219731064492878 0.0033150508675433127 0.017765822814915969 0.0020702031204302908 0.0095956895296195263 0.020648363406422451 0.0086777140579422721 0.020812211039638585 0.011956761174877151 -0.0015655139257978855
leaf_weight=80 71 64 52 66 52 54 63 83 101 56 1380 55 86 58
leaf_count=80 71 64 52 66 52 54 63 83 101 56 1380 55 86 58
internal_value=0 0.00823943 0.00851012 0.00498178 0.00834435 0.0117829 0.00912393 0.00951982 0.0092086 0.0135495 0.00875846 0.00914405 0.00863636 0.0028526
internal_weight=0 2241 2170 322 256 192 1848 1738 1675 157 1518 1435 140 110
internal_count=2321 2241 2170 322 256 192 1848 1738 1675 157 1518 1435 140 110
is_linear=0
shrinkage=0.16829


Tree=6101
num_leaves=23
num_cat=0
split_feature=1 4 0 47 4 160 3 41 3 47 0 0 3 4 4 43 51 4 51 160 0 43
split_gain=15.5561 3.38329 1.5283 1.52098 1.3333 1.02877 0.824334 0.643657 0.589857 0.506112 0.736822 0.510103 0.374403 0.506746 0.628414 0.38437 0.309168 0.254935 0.36926 0.208632 0.0538888 0.0432082
threshold=0.10141500000000002 -0.033449999999999987 0.12411500000000002 0.085505000000000012 0.053455000000000009 -0.079424999999999982 -0.036844999999999996 0.075585000000000013 -0.048154999999999996 0.07813500000000001 -0.10891999999999999 -0.082234999999999989 -0.015794999999999997 0.50373500000000015 0.10440500000000001 -0.0084099999999999991 0.095820000000000016 0.23590000000000003 -1.0000000180025095e-35 -0.012955 -0.097604999999999983 -0.077824999999999991
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 8 4 5 7 -3 -5 9 -2 10 -1 16 15 14 -14 -7 -12 18 -6 -13 -20 -11
right_child=1 3 -4 6 17 12 -8 -9 -10 21 11 19 13 -15 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.001090320185636459 0.001469141742821976 0.0008730128605556177 0.00082246685379040339 0.0012015179631468828 0.00097934774471771001 0.00037227587594146187 0.00063897626463395481 0.0017606008730218546 0.00098932592986261257 0.001531306808675128 0.0015024089315765364 0.0012205871116638103 0.00021259866054030782 4.3911957266977885e-05 0.00070559256904913974 0.00076986041687784662 0.0012320609582629281 0.00094607529838034062 0.0013957218385488611 0.0013741194869810408 0.0012391522533211187 0.001665045857331755
leaf_weight=85 62 66 54 62 52 55 53 60 52 59 547 127 62 52 52 52 52 54 57 479 54 73
leaf_count=85 62 66 54 62 52 55 53 60 52 59 547 127 62 52 52 52 52 54 57 479 54 73
internal_value=0 0.000742061 0.00137058 0.000614292 0.00138798 0.000502827 0.000942566 0.00142345 0.00125059 0.0014092 0.00138909 0.00141013 0.000413202 0.000314613 0.000437782 0.000565824 0.001479 0.00114558 0.00121145 0.001342 0.00131987 0.00160554
internal_weight=0 568 1753 454 1699 339 115 1482 114 1422 1290 1205 273 166 114 107 599 217 163 606 111 132
internal_count=2321 568 1753 454 1699 339 115 1482 114 1422 1290 1205 273 166 114 107 599 217 163 606 111 132
is_linear=0
shrinkage=0.0032998


Tree=6102
num_leaves=28
num_cat=0
split_feature=1 2 12 2 4 1 12 40 12 150 159 150 4 16 2 4 12 4 12 159 12 51 16 12 4 42 42
split_gain=12.639 3.21961 2.3375 1.20567 1.03281 0.483886 0.443835 0.667455 0.405081 0.39094 0.302636 0.331989 0.234196 0.34187 0.213081 0.346712 0.244848 0.211411 0.310645 0.165119 0.157161 0.133481 0.132151 0.122109 0.0672789 0.0464788 0.0324859
threshold=0.10141500000000002 0.14461000000000004 0.085090000000000013 0.090000000000000011 0.24726500000000004 0.088595000000000021 -1.0000000180025095e-35 -0.063404999999999989 0.11628000000000001 1.0000000180025095e-35 0.088800000000000004 0.084555000000000019 -0.0070549999999999996 -0.055679999999999993 0.098365000000000022 -0.082084999999999977 0.087615000000000012 -0.079939999999999983 0.091800000000000007 -1.0000000180025095e-35 0.083785000000000012 -0.021224999999999997 -0.0087049999999999992 0.095780000000000018 0.005935000000000001 0.087195000000000009 0.079170000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 10 21 8 7 -2 14 -8 11 12 17 -14 15 -5 -16 18 20 -19 -1 -4 -21 -18 25 -17 -25
right_child=1 -3 4 5 -6 -7 9 -9 -10 -11 -12 -13 13 -15 16 24 23 19 -20 22 -22 -23 -24 26 -26 -27 -28
leaf_value=0.001651923048992848 0.00080258938758217917 0.00025860800485486495 0.0012967917890896765 0.0016411018539746916 0.00085662553673676925 0.0010373950048429414 0.0010366013219260653 0.00036504157264008534 0.0010564861781811041 0.00067056326582824407 0.001277910955818227 0.0012839206582829889 0.0014810576717070778 0.001799876747737903 0.0010604510000149607 0.0014387688307900147 0.0014307205222145356 0.0012374943532183047 0.0017504050672505678 0.0014903865049655221 0.0014535024427662915 0.0015224101533868968 0.001303124955631203 0.0011928421855599578 0.0012557388685052989 0.001327965681296479 0.0013170498550117667
leaf_weight=54 97 93 70 54 57 80 80 63 62 54 95 91 90 65 52 94 72 58 56 164 316 54 60 61 72 103 54
leaf_count=54 97 93 70 54 57 80 80 63 62 54 95 91 90 65 52 94 72 58 56 164 316 54 60 61 72 103 54
internal_value=0 0.000820595 0.000930551 0.00138717 0.00122588 0.00128112 0.000748616 0.000630525 0.00131231 0.000889356 0.0014583 0.00147623 0.00149647 0.00161498 0.00134047 0.00139679 0.00126421 0.00147047 0.00151785 0.00139878 0.00148256 0.00139533 0.00144038 0.00132068 0.00134761 0.00138102 0.00125147
internal_weight=0 568 475 1753 181 704 294 160 624 134 1049 954 863 155 562 323 239 708 426 282 370 124 224 187 269 197 115
internal_count=2321 568 475 1753 181 704 294 160 624 134 1049 954 863 155 562 323 239 708 426 282 370 124 224 187 269 197 115
is_linear=0
shrinkage=0.0032998


Tree=6103
num_leaves=23
num_cat=0
split_feature=15 12 12 151 151 457 12 12 402 12 42 42 51 151 157 15 12 1446 12 52 52 130
split_gain=8.28133 3.89401 1.04063 0.819643 1.13301 0.603431 0.551949 0.411929 0.37121 0.312075 0.256601 0.275179 0.220038 0.364183 0.322473 0.136915 0.218151 0.120227 0.117947 0.0902468 0.0626505 0.0187994
threshold=-0.25061999999999995 0.054520000000000006 0.09334000000000002 1.0000000180025095e-35 -0.024429999999999997 0.069910000000000014 -0.042789999999999988 0.13071000000000002 0.11232500000000002 -0.010219999999999998 -0.006494999999999999 0.079170000000000004 -0.096089999999999981 -0.082229999999999984 -0.078064999999999982 0.10007000000000001 0.10119000000000002 0.088500000000000009 0.10090500000000001 -0.034054999999999995 -0.080064999999999983 0.096505000000000021
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=6 3 8 4 5 -2 -1 10 12 -6 18 -12 -3 19 -15 16 -13 -16 -4 -14 -11 -20
right_child=1 2 7 -5 9 -7 -8 -9 -10 20 11 15 13 14 17 -17 -18 -19 21 -21 -22 -23
leaf_value=0.00045791277222832788 0.00069238383121693423 0.0012866116520192706 0.0015385768168091497 0.00069178675127178882 0.0011347199748073904 0.0010955985617401808 0.00081949498597556404 0.001034989218025324 0.0017460201324159251 0.0012985471972720836 0.0011057891099243776 0.0013648979760930407 0.0012264249584404859 0.0017119152648160042 0.0014779558119007064 0.0014741132921783197 0.0011147267199285347 0.0016418796179874914 0.0014110940522877344 0.0014063669731756373 0.0014478830988967342 0.0013144414616554458
leaf_weight=99 71 67 79 52 98 96 87 53 59 64 75 133 61 82 686 63 56 57 78 73 77 55
leaf_count=99 71 67 79 52 98 96 87 53 59 64 75 133 61 82 686 63 56 57 78 73 77 55
internal_value=0 0.00135357 0.00142728 0.00108359 0.00113368 0.000924383 0.000627229 0.00131549 0.00148825 0.00127978 0.001343 0.00128399 0.00147339 0.0014864 0.00151262 0.00133689 0.00129096 0.00149058 0.00143386 0.00132472 0.00138035 0.00137139
internal_weight=0 2135 1677 458 406 167 186 592 1085 239 539 327 1026 959 825 252 189 743 212 134 141 133
internal_count=2321 2135 1677 458 406 167 186 592 1085 239 539 327 1026 959 825 252 189 743 212 134 141 133
is_linear=0
shrinkage=0.0032998


Tree=6104
num_leaves=18
num_cat=0
split_feature=1 10 12 0 13 1 14 475 12 15 41 159 159 0 1 15 39
split_gain=8.79361 1.57565 1.34998 0.794868 0.652905 0.42075 0.418066 0.338089 0.322389 0.319893 0.303563 0.31619 0.285508 0.288871 0.216187 0.173959 0.0721988
threshold=0.10141500000000002 -0.011559999999999999 0.085090000000000013 0.10396000000000001 -0.074219999999999994 0.095950000000000021 -1.0000000180025095e-35 -0.088274999999999978 0.10597500000000001 -0.093124999999999986 0.075585000000000013 0.089930000000000024 0.0055900000000000004 -0.11073999999999999 0.11212500000000002 -0.01163 0.083495000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 5 -4 7 -3 -1 -6 16 11 12 13 -9 -11 -13 -8
right_child=1 2 4 -5 8 -7 9 10 -10 14 -12 15 -14 -15 -16 -17 -18
leaf_value=0.0010107078878515989 0.00030939253899527113 0.00092433417600550365 0.00075568278583059063 0.00089748078122640343 0.0013254041062180063 0.0010363693929538909 0.00059025692895878017 0.0010998199482781152 0.00098792277158134094 0.00087613103040188451 0.0014866645478708927 0.0012382346095844937 0.0014758835924444363 0.001289122136669841 0.00060194272422708645 0.00099909264552040171 0.0004172656632388885
leaf_weight=53 70 74 54 69 78 88 57 98 53 70 77 69 84 1146 59 69 53
leaf_count=53 70 74 54 69 78 88 57 98 53 70 77 69 84 1146 59 69 53
internal_value=0 0.000773753 0.000838954 0.00124639 0.0010628 0.00126066 0.000706534 0.00127301 0.00118913 0.000638951 0.00128199 0.00127122 0.00128702 0.00127424 0.000751 0.00111892 0.000507227
internal_weight=0 568 498 1753 185 1684 313 1596 131 239 1543 1466 1328 1244 129 138 110
internal_count=2321 568 498 1753 185 1684 313 1596 131 239 1543 1466 1328 1244 129 138 110
is_linear=0
shrinkage=0.0032998


Tree=6105
num_leaves=21
num_cat=0
split_feature=1 1 123 2 16 4 155 14 4 0 48 160 0 4 160 0 4 42 0 2
split_gain=29.4167 5.21268 2.68208 1.78131 1.58189 1.47537 1.29711 0.919484 0.780753 0.839366 0.709996 0.724746 0.64625 0.825154 0.601944 0.853804 0.532943 0.521503 0.573828 0.14425
threshold=0.10752500000000002 0.13130500000000003 0.080635000000000012 0.099675000000000014 0.22564000000000003 0.36766000000000004 0.10857000000000001 0.054835000000000009 -0.41016499999999995 -0.067969999999999989 0.08796000000000001 -0.076214999999999991 -0.11073999999999999 0.0099250000000000015 1.0000000180025095e-35 -0.037224999999999994 0.032965000000000001 0.080060000000000006 -0.079954999999999984 0.13775000000000001
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 4 3 7 10 -3 14 8 -1 12 11 -2 13 -10 15 17 -14 18 -5 -7
right_child=1 5 -4 6 -6 19 -8 -9 9 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0019594075455131184 0.00057002250629113911 0.00049914925441817853 0.00094594156683688261 0.0008913730754790374 0.0013888037701845274 7.0844847307572737e-06 0.0018183109109011423 0.0020186540999022895 0.0010418689968372725 0.0011666415715058088 0.0004603128111132981 0.0010665299809229929 0.0016295316637265395 0.0016327966891450231 0.0015320723629801162 0.000815853309320914 0.0013411307695843759 0.0014873289592566995 0.001377782506332303 -0.00023806616326001059
leaf_weight=60 52 72 83 53 52 52 55 57 52 54 66 85 1111 52 73 53 76 84 54 52
leaf_count=60 52 72 83 53 52 52 55 57 52 54 66 85 1111 52 73 53 76 84 54 52
internal_value=0 0.000573001 0.00152722 0.00155351 0.000874511 0.000135953 0.00134904 0.00160551 0.00158872 0.00157216 0.000742598 0.000878332 0.0015891 0.00133767 0.00126751 0.00118822 0.0016111 0.00129136 0.00113718 -0.000115152
internal_weight=0 431 1917 1834 255 176 372 1462 1405 1345 203 137 1291 104 317 244 1187 191 107 104
internal_count=2348 431 1917 1834 255 176 372 1462 1405 1345 203 137 1291 104 317 244 1187 191 107 104
is_linear=0
shrinkage=0.0032998


Tree=6106
num_leaves=24
num_cat=0
split_feature=1 12 150 13 2 155 2 1 12 13 1 0 1 2 16 159 1 16 12 16 12 12 16
split_gain=19.6254 2.51619 2.47358 1.9053 1.49612 0.851091 0.845451 0.790159 0.65424 0.625303 0.430221 0.409535 0.696871 0.399347 0.382528 0.32978 0.461822 0.238406 0.216644 0.153236 0.145902 0.109895 0.062096
threshold=0.10752500000000002 -0.042789999999999988 0.11235000000000002 -0.14819499999999997 0.099675000000000014 0.088740000000000013 0.11941000000000002 0.092860000000000012 0.088835000000000011 -0.13710499999999998 0.12835000000000002 -0.030209999999999997 0.091785000000000019 0.084825000000000025 0.25761500000000009 -0.032739999999999991 0.084885000000000002 0.21684500000000004 0.090465000000000004 -1.0000000180025095e-35 0.087285000000000015 0.095980000000000024 -0.046599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 -3 7 11 14 9 -9 -1 -2 12 17 18 -5 20 -17 21 19 -11 -15 -6 -10
right_child=1 3 -4 6 5 -7 -8 8 22 13 -12 -13 -14 15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.002005256998008026 0.00063705411290399395 0.00051165311592753161 0.00089048877203394289 0.001142431876464352 0.0016595952044858948 0.0017020031680125103 0.00086352506196520659 0.0010951319367147501 0.0016263369182382061 0.0017242605148867585 0.00029368879361866223 0.0010432110558040396 0.0010493394154912133 0.0018895135211963474 0.0015217419315696039 0.0015892108498947117 0.0012788979481633148 0.0012951251894089144 0.0015636020013112249 0.0019263049977513715 0.0016437749292435298 0.0014566293094076537 0.0014595785020982026
leaf_weight=52 72 73 60 67 56 76 76 52 58 282 90 53 59 53 53 668 58 65 84 52 61 73 55
leaf_count=52 72 73 60 67 56 76 76 52 58 282 90 53 59 53 53 668 58 65 84 52 61 73 55
internal_value=0 0.000771809 0.00155128 0.000967582 0.00157261 0.00138792 0.00113721 0.00162042 0.00140377 0.00164768 0.000446513 0.00130979 0.0013655 0.00163287 0.00131025 0.00159082 0.00156447 0.00146147 0.00171728 0.00175582 0.00175833 0.00154501 0.00154548
internal_weight=0 431 1917 269 1857 382 196 1475 165 1310 162 306 253 1258 120 840 726 194 418 334 114 129 113
internal_count=2348 431 1917 269 1857 382 196 1475 165 1310 162 306 253 1258 120 840 726 194 418 334 114 129 113
is_linear=0
shrinkage=0.0032998


Tree=6107
num_leaves=15
num_cat=0
split_feature=1 1375 12 0 42 0 475 1212 1213 49 51 150 0 0
split_gain=0.547901 0.375351 0.33581 0.300431 0.232193 0.190969 0.170519 0.143677 0.178498 0.137511 0.128701 0.0983758 0.171788 0.107536
threshold=0.10947000000000001 -0.13067499999999996 -0.042789999999999988 0.12539500000000003 0.087420000000000012 -0.14989499999999997 -0.095964999999999981 0.11930500000000001 0.104315 -1.0000000180025095e-35 0.11178000000000002 0.08926000000000002 -0.10803999999999998 -0.065249999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -2 9 -7 8 10 -3 -8 12 -4 -14
right_child=2 3 11 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.00091283153517191971 -0.0060347927493095768 0.014005160630798853 0.019466764117553177 0.0013676105384970477 0.0073197238268987042 0.022527704320250475 0.013586368486409992 0.021788872225729526 0.0042888761120341932 0.024946457900725864 0.0069501257544757871 0.0036458448167124699 0.0025882239513708122 0.012435893849600563
leaf_weight=52 82 60 59 56 67 57 1447 53 67 74 89 53 53 79
leaf_count=52 82 60 59 56 67 57 1447 53 67 74 89 53 53 79
internal_value=0 0.0131614 0.00626549 0.0135469 -1.7684e-05 0.0139152 0.0134334 0.0131193 0.0128316 0.0200608 0.013203 0.0101097 0.0118939 0.00849552
internal_weight=0 1955 393 1903 149 1847 1713 1656 1603 134 1536 244 191 132
internal_count=2348 1955 393 1903 149 1847 1713 1656 1603 134 1536 244 191 132
is_linear=0
shrinkage=0.16829


Tree=6108
num_leaves=23
num_cat=0
split_feature=12 156 15 15 15 12 52 12 12 15 456 15 52 481 402 160 160 15 12 43 403 12
split_gain=0.368113 0.357892 0.21328 0.419254 0.322355 0.300177 0.218439 0.191054 0.157324 0.201824 0.173275 0.0976647 0.0975754 0.15459 0.114489 0.107354 0.116021 0.134168 0.11516 0.101353 0.0874548 0.0698868
threshold=0.077755000000000005 0.094150000000000011 0.0056700000000000006 -0.025694999999999999 -0.2987999999999999 -0.092644999999999991 -0.077269999999999991 -0.081914999999999988 0.083785000000000012 0.041820000000000003 0.088285000000000016 -0.083359999999999976 0.0074400000000000013 -0.074219999999999994 -0.085859999999999978 -0.089549999999999991 -0.012164999999999999 -0.094514999999999988 0.093840000000000021 -0.082144999999999982 -0.097479999999999997 0.094085000000000016
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 2 3 4 7 -6 -7 -1 9 -2 12 -8 15 -14 -15 -10 19 -18 -19 -17 -16 -22
right_child=8 -3 -4 -5 5 6 11 -9 10 -11 -12 -13 13 14 20 16 17 18 -20 -21 21 -23
leaf_value=-0.0085273512945684918 0.0098342546895407393 0.017398097521684461 0.015151322128257625 -0.0061409419142377632 0.019482535276831095 0.013202790197386523 -0.00110900485918433 0.0056241212601741454 0.015951482781932803 0.024411961742866986 0.019315182299622216 0.0077264929602224993 0.020852835942888878 0.016447018561795992 0.0046651746577582786 -0.0013300671927076169 0.0034470991357644682 0.012670435520984557 0.0078924407143215313 0.0081299470772040125 0.0096385382741631404 0.014132852513626426
leaf_weight=55 52 75 53 95 63 84 88 53 64 57 66 59 52 102 70 55 87 327 259 76 308 148
leaf_count=55 52 75 53 95 63 84 88 53 64 57 66 59 52 102 70 55 87 327 259 76 308 148
internal_value=0 0.00648298 0.00499128 0.0039042 0.00628253 0.00917177 0.00635197 -0.00156601 0.0112589 0.0174739 0.0108381 0.00242499 0.0104755 0.0119942 0.0112578 0.00928373 0.00875073 0.00964467 0.0105617 0.00414447 0.0102481 0.0111012
internal_weight=0 625 550 497 402 294 231 108 1723 109 1614 147 1548 680 628 868 804 673 586 131 526 456
internal_count=2348 625 550 497 402 294 231 108 1723 109 1614 147 1548 680 628 868 804 673 586 131 526 456
is_linear=0
shrinkage=0.16829


Tree=6109
num_leaves=12
num_cat=0
split_feature=0 52 1375 123 14 4 4 0 42 12 483
split_gain=0.412817 0.590812 0.294513 0.229745 0.398026 0.330347 0.273139 0.177395 0.120949 0.185014 0.145763
threshold=0.10396000000000001 -0.040589999999999994 -0.14438999999999999 0.09338500000000001 -0.10708499999999999 0.36766000000000004 0.50779500000000011 -0.16802499999999995 0.088520000000000015 0.08597500000000001 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 7 -7 -6 10 -10 -9
right_child=1 -3 3 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.0031943751399805516 0.0088682898135145263 -0.014810244755083237 0.020426125603097218 -0.00024758831649917499 0.018917624824140642 -0.0051657428376684607 0.0099980194894316969 0.0010721463277388061 0.01995661040495077 0.010237293408259752 0.0087995471957057723
leaf_weight=56 70 52 90 71 56 82 57 74 63 496 1181
leaf_count=56 70 52 90 71 56 82 57 74 63 496 1181
internal_value=0 -0.00120947 0.00883177 0.00914295 0.00946145 0.00896936 0.00103957 0.00955783 0.00926789 0.0113359 0.00834534
internal_weight=0 122 2226 2170 2099 2009 139 1870 1814 559 1255
internal_count=2348 122 2226 2170 2099 2009 139 1870 1814 559 1255
is_linear=0
shrinkage=0.16829


Tree=6110
num_leaves=21
num_cat=0
split_feature=1 52 123 47 42 1 14 0 1 15 0 133 48 51 0 48 12 15 52 42
split_gain=7.21469 1.5537 1.32853 0.670267 0.595944 0.622737 0.452815 0.619065 1.0035 0.576295 0.426326 0.483842 0.415494 0.32166 0.418498 0.300874 0.206651 0.15883 0.144462 0.0336512
threshold=0.10538500000000002 -0.40011499999999994 1.0000000180025095e-35 0.078345000000000012 0.077855000000000021 0.12205500000000001 0.054835000000000009 -0.10653 0.083555000000000018 0.11469500000000001 -0.079249999999999987 0.11370000000000001 0.094275000000000012 -0.023524999999999997 -0.057279999999999991 0.091545000000000015 0.084405000000000022 -0.092364999999999989 -0.099329999999999988 0.096075000000000008
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 -2 6 4 13 -6 7 8 -1 10 11 16 -5 -3 17 18 -9 -15 -12 -11
right_child=1 3 -4 12 5 -7 -8 9 -10 19 15 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0011662229350246352 0.0011659535635061189 0.00017122298003987809 0.00064881065508214976 0.0010004831315704864 0.00093741253396662438 0.00044782281596204002 0.001365328790187215 0.0013000442192974599 0.00062638286425753824 0.00080974951242368694 0.0011629256609671493 0.00094106079287401012 0.00060505586419972932 0.00071541957526772215 0.00022604525200308175 0.00081182035291979039 0.0011679840294343629 0.00045812455366765005 0.0010355605721359493 0.00093683006945229433
leaf_weight=73 54 54 74 54 56 58 69 166 78 53 151 93 64 53 53 53 691 54 311 53
leaf_count=73 54 54 74 54 56 58 69 166 78 53 151 93 64 53 53 53 691 54 311 53
internal_value=0 0.000636688 0.00108325 0.000572528 0.00049551 0.000688632 0.00110118 0.00109057 0.000887598 0.00111006 0.00112714 0.00116892 0.000786313 0.000392468 0.000466918 0.00105002 0.00119361 0.000585899 0.00107726 0.000873622
internal_weight=0 500 1865 446 328 114 1791 1722 151 1571 1465 950 118 214 160 515 857 107 462 106
internal_count=2365 500 1865 446 328 114 1791 1722 151 1571 1465 950 118 214 160 515 857 107 462 106
is_linear=0
shrinkage=0.0032998


Tree=6111
num_leaves=22
num_cat=0
split_feature=1 52 47 124 51 1 0 12 42 402 0 16 1447 52 2 16 0 0 130 2 150
split_gain=6.78299 1.50167 0.775952 0.692113 0.596764 0.539111 0.396489 0.370074 0.29027 0.258062 0.25053 0.230705 0.257377 0.231511 0.213785 0.200943 0.186893 0.164175 0.155033 0.141562 0.139479
threshold=0.10538500000000002 -0.40011499999999994 0.078345000000000012 -0.076779999999999987 -0.025359999999999997 0.13662500000000002 -0.16242999999999996 0.090345000000000023 0.077855000000000021 0.023625000000000004 -0.071719999999999992 -0.09471499999999998 -0.086059999999999984 0.10539000000000001 0.088555000000000009 -0.18776499999999999 0.024745000000000003 -0.057279999999999991 0.10367000000000003 0.093595000000000025 0.079825000000000021
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 4 -1 -3 8 -5 11 20 16 -4 15 -13 14 -14 -8 17 18 -9 -11 -6
right_child=1 2 10 6 5 -7 7 9 -10 19 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.000741924504835909 0.0011309980316444891 0.00019128704614683015 0.00091352586822287054 0.00083668993863254782 0.00041773379166740513 0.00030079824036184963 0.0010769004021962032 0.0010571231292216261 0.00079821299834500993 0.00073181665905569656 0.00060421039914669344 0.0012995664809502267 0.0011224979913284693 0.00089355431112010338 0.00098445080110139182 0.0013162400852545482 0.0012230647131153975 0.00083962062579454489 0.00086256502454296394 0.00098002139671780376 0.00065406715785787427
leaf_weight=80 54 69 66 86 60 75 65 442 72 52 52 59 526 75 166 102 55 53 52 52 52
leaf_count=80 54 69 66 86 60 75 65 442 72 52 52 59 526 75 166 102 55 53 52 52 52
internal_value=0 0.000610675 0.000547598 0.00104367 0.000464776 0.0005375 0.00105718 0.00106832 0.00063379 0.00101 0.000777516 0.00110974 0.00108674 0.00107033 0.00108943 0.00122329 0.0010365 0.00101768 0.00103671 0.000856258 0.000527775
internal_weight=0 500 446 1865 328 259 1785 1699 184 706 118 993 826 767 692 167 602 547 494 104 112
internal_count=2365 500 446 1865 328 259 1785 1699 184 706 118 993 826 767 692 167 602 547 494 104 112
is_linear=0
shrinkage=0.0032998


Tree=6112
num_leaves=11
num_cat=0
split_feature=123 376 123 13 2 12 52 160 13 4
split_gain=0.259485 0.217457 0.195553 0.172804 0.185514 0.172454 0.180453 0.2361 0.126329 0.116223
threshold=0.09394000000000001 0.084545000000000009 1.0000000180025095e-35 -0.16392499999999996 -0.079939999999999983 -1.0000000180025095e-35 0.10096500000000001 -0.10712499999999998 -0.012899999999999998 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 -6 7 -7 -8 -1
right_child=-2 -3 -4 4 5 6 8 -9 -10 -11
leaf_value=-0.0025211251128207388 -0.00090532243303329311 0.019717868617249348 0.00071257067229377083 0.019232101442545627 0.0012281942769133661 0.021160813445825322 0.0086164797365945022 0.010180679826389817 0.002163046723855457 0.007935427300933667
leaf_weight=55 72 56 77 57 70 58 271 1456 127 66
leaf_count=55 72 56 77 57 70 58 271 1456 127 66
internal_value=0 0.00933236 0.00907157 0.00936872 0.00973583 0.00946182 0.00976232 0.0106025 0.00656173 0.0031676
internal_weight=0 2293 2237 2160 2039 1982 1912 1514 398 121
internal_count=2365 2293 2237 2160 2039 1982 1912 1514 398 121
is_linear=0
shrinkage=0.16829


Tree=6113
num_leaves=15
num_cat=0
split_feature=4 10 12 43 157 1 1 3 1210 403 160 133 156 2
split_gain=0.215309 0.225835 0.221221 0.155226 0.12113 0.183364 0.262219 0.30512 0.143204 0.319647 0.156313 0.113124 0.116212 0.0865672
threshold=0.30163500000000004 -0.010699999999999999 1.0000000180025095e-35 -0.072864999999999985 -0.15918499999999997 0.10471500000000002 0.12958500000000003 -0.029309999999999996 -0.056299999999999996 -0.092059999999999989 -0.53327999999999987 -0.5099149999999999 0.090705000000000022 0.11556500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 8 7 -7 9 -6 -10 -12 -13 -5
right_child=2 4 -4 13 5 6 -8 -9 10 -11 11 12 -14 -15
leaf_value=0.018434037250534743 -0.0013246556175770523 0.014426569285430171 -0.0052730778700360746 0.014426848758857443 -0.0062565931124663283 0.0062341648599162428 0.013662854463773591 -0.007523410797489704 0.001050342770688926 0.0094780467571252934 0.0013446715317829224 0.0096763715199061073 0.0041829771831538081 0.0053777973745432837
leaf_weight=58 57 75 69 53 61 103 52 82 75 91 54 1344 120 71
leaf_count=58 57 75 69 53 61 103 52 82 75 91 54 1344 120 71
internal_value=0 0.00805525 0.00282121 0.0059168 0.00776173 0.00750862 0.00310408 0.000126501 0.0081058 0.00315167 0.00857739 0.00894809 0.00922732 0.00926003
internal_weight=0 2115 250 181 2057 1982 237 185 1745 152 1593 1518 1464 124
internal_count=2365 2115 250 181 2057 1982 237 185 1745 152 1593 1518 1464 124
is_linear=0
shrinkage=0.16829


Tree=6114
num_leaves=16
num_cat=0
split_feature=30 148 4 11 0 16 2 4 2 48 13 2 133 133 159
split_gain=0.233822 0.200277 0.185281 0.196265 0.190066 0.610259 0.170303 0.223252 0.174991 0.20324 0.171054 0.146424 0.141209 0.354832 0.188307
threshold=0.086430000000000021 -0.084064999999999987 -0.46376499999999993 0.079300000000000009 -0.023359999999999995 -0.073774999999999993 0.088745000000000004 0.062150000000000004 0.090675000000000019 -1.0000000180025095e-35 -0.075679999999999983 0.096540000000000015 0.11370000000000001 0.40788500000000005 0.091215000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 12 10 -10 -8 -11 14 -14 -4
right_child=-2 2 4 -5 5 -7 8 -9 9 11 -12 -13 13 -15 -16
leaf_value=0.016645450335765359 -0.0046866543816454949 0.017828850242830586 0.008530186440048786 0.0052587617142484519 0.01260338919008395 -0.010703699782432333 -0.0086645281292636565 0.016871856578338049 -0.0046790768298769101 0.0098263645398063999 0.0042345693633699865 0.0046894649680430788 -0.0069343918701398142 0.011152791301674342 -0.0012989590759352918
leaf_weight=54 54 78 792 65 57 72 52 71 52 222 66 548 64 59 59
leaf_count=54 54 78 792 65 57 72 52 71 52 222 66 548 64 59 59
internal_value=0 0.00649698 0.00625337 0.0121277 0.00585516 -0.000391291 0.006262 0.00774295 0.00461372 0.00548415 -0.00143455 0.00617283 0.00707565 0.00172697 0.00784662
internal_weight=0 2311 2257 143 2114 129 1985 1045 940 822 118 770 974 123 851
internal_count=2365 2311 2257 143 2114 129 1985 1045 940 822 118 770 974 123 851
is_linear=0
shrinkage=0.16829


Tree=6115
num_leaves=21
num_cat=0
split_feature=1 2 3 3 2 2 16 43 16 13 16 16 11 3 480 16 3 16 16 1203
split_gain=10.732 3.5799 1.60796 0.956519 0.913336 0.500192 0.574205 0.496126 0.467469 0.37436 0.284032 0.233246 0.245797 0.745995 0.237822 0.208275 0.20337 0.173664 0.173295 0.118491
threshold=0.10574000000000001 0.14721500000000001 -0.048154999999999996 -0.072579999999999992 -0.007134999999999999 0.11866500000000001 -0.0043999999999999994 -0.078139999999999973 0.062365000000000011 -1.0000000180025095e-35 0.19022000000000003 -0.39442499999999997 0.075910000000000019 -0.11756999999999999 0.086995000000000017 -0.096494999999999984 -0.012374999999999999 0.0063750000000000013 0.12292000000000002 0.086445000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 11 -4 6 7 -5 -2 -6 -8 -1 13 -13 17 -9 -17 19 -19 -15
right_child=1 -3 4 5 9 -7 10 15 -10 -11 -12 12 -14 14 -16 16 -18 18 -20 -21
leaf_value=0.0010237116876227433 0.00084625254263377659 1.7091253985329821e-05 0.00026024756748920479 0.00071533475186373488 0.00057487808453332882 0.00074700939996068011 0.0014406510167134059 0.001198286673641799 0.0012018609225112301 0.00089502216381059691 0.0011198718253959588 0.00085093564132345651 0.0013861750508993422 0.0012544253910906566 0.0010623112565460112 0.0011175305714120683 0.00086296875433455834 0.001008096687736174 0.0012273212677695942 0.0014025238551115034
leaf_weight=66 91 87 69 54 93 55 59 87 74 71 65 59 102 837 85 70 71 63 117 68
leaf_count=66 91 87 69 54 93 55 59 87 74 71 65 59 102 837 85 70 71 63 117 68
internal_value=0 0.00062387 0.000756419 0.00117526 0.000579561 0.00104439 0.00108459 0.00100171 0.00100595 0.000713692 0.00127278 0.00121842 0.00122805 0.0012149 0.00123322 0.00106938 0.000989597 0.00124658 0.00115079 0.00126559
internal_weight=0 485 398 1858 233 461 406 282 165 164 124 1397 1331 1229 1170 228 141 1085 180 905
internal_count=2343 485 398 1858 233 461 406 282 165 164 124 1397 1331 1229 1170 228 141 1085 180 905
is_linear=0
shrinkage=0.0032998


Tree=6116
num_leaves=20
num_cat=0
split_feature=1 12 1 47 2 2 3 3 2 2 483 2 484 52 2 3 156 3 52
split_gain=13.7332 3.19112 1.74971 1.30989 0.842287 0.995525 0.74117 0.503878 0.569754 0.45279 0.357709 0.357082 0.316115 0.34834 0.39751 0.486539 0.272532 0.195462 0.116952
threshold=0.11846000000000002 0.054520000000000006 0.092415000000000011 0.085505000000000012 0.14823500000000003 -0.007134999999999999 -0.072579999999999992 -0.0053599999999999993 0.11252000000000002 0.092235000000000025 0.10761000000000003 0.10515500000000001 0.087020000000000014 -0.53937999999999986 0.097220000000000015 -0.087784999999999988 0.088410000000000016 -0.13088999999999998 0.090645000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -2 10 -4 -9 -1 12 18 13 17 16 -16 -15 -3 -8
right_child=3 6 7 -5 -6 -7 11 8 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20
leaf_value=0.0013653590726408222 0.00010117873401662621 0.0016440030156427297 0.00060574656127315675 0.00082324730914339517 -2.4415527654008292e-05 0.00068020082018698804 0.0013272290503857024 0.001079680255387704 0.00064435954880144087 0.0010327497207517982 0.0010529034035008679 0.00094190072988460389 0.0015191249946917781 0.0013410013251624717 0.00093354125916012378 0.0013105022177452587 0.0011006862338796717 0.001354883476980097 0.0011098653290910704
leaf_weight=103 55 55 97 70 61 79 63 88 53 81 52 83 97 991 67 87 56 52 53
leaf_count=103 55 55 97 70 61 79 63 88 53 81 52 83 97 991 67 87 56 52 53
internal_value=0 0.00123362 0.000977123 0.000435751 0.000296468 0.000442805 0.00129896 0.000789877 0.000916299 0.00121913 0.00132489 0.00110898 0.00133493 0.00132124 0.00130494 0.00114673 0.00132818 0.00150383 0.00122822
internal_weight=0 2078 422 265 195 134 1656 238 141 184 1457 199 1405 1308 1201 154 1047 107 116
internal_count=2343 2078 422 265 195 134 1656 238 141 184 1457 199 1405 1308 1201 154 1047 107 116
is_linear=0
shrinkage=0.0032998


Tree=6117
num_leaves=22
num_cat=0
split_feature=3 3 15 3 42 15 1375 48 3 481 15 3 3 52 3 42 15 15 403 1213 52
split_gain=6.56809 2.33574 1.17439 0.922032 1.01079 0.608703 0.406891 0.389925 0.389346 0.302608 0.271689 0.538364 0.40056 0.973325 0.281676 0.367685 0.264655 0.244695 0.253468 0.166721 0.0558935
threshold=-0.058704999999999993 0.25468500000000005 -0.37478999999999996 0.0012800000000000001 -0.0015249999999999999 -0.17677499999999999 -0.075709999999999986 0.087470000000000006 0.10812000000000001 -0.087424999999999989 0.029300000000000003 -0.14619999999999997 -0.10175499999999998 -0.14488499999999996 -0.079724999999999976 0.087800000000000003 -1.0000000180025095e-35 0.087720000000000006 -0.043349999999999993 0.039620000000000009 -0.087769999999999987
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 -2 4 -4 -1 -7 -6 16 -8 12 -12 13 -11 15 -14 -5 19 -19 -13 -16
right_child=1 -3 3 8 7 6 9 -9 -10 10 11 17 14 -15 20 -17 -18 18 -20 -21 -22
leaf_value=0.00084729510013136671 0.00047291548952399227 0.00027578116482494737 0.0010763180018673929 0.0010012133830306494 0.00072005584076231355 0.0014268462038253844 0.00089284725663664065 0.00037818759256564617 0.00083082566210558964 0.0012490784032411376 0.0015030465194632214 0.0011806295411441118 0.0011276541421354333 0.00073256805291509858 0.00095135222914495294 0.0013780611636974528 0.0012736754534457542 0.001197622285905536 0.0010392146642613097 0.0013630205611854752 0.0010742729480563266
leaf_weight=84 90 103 65 91 92 52 59 61 75 68 53 189 260 97 67 87 71 202 257 82 138
leaf_count=84 90 103 65 91 92 52 59 61 75 68 53 189 260 97 67 87 71 202 257 82 138
internal_value=0 0.000732011 0.000818169 0.000886384 0.000730944 0.0011228 0.00113714 0.000583986 0.00102921 0.00112745 0.00113666 0.0011797 0.0010896 0.000945646 0.00113257 0.00119054 0.00112084 0.00115618 0.001109 0.00123595 0.00103427
internal_weight=0 648 545 455 218 1695 1611 153 237 1559 1500 783 717 165 552 347 162 730 459 271 205
internal_count=2343 648 545 455 218 1695 1611 153 237 1559 1500 783 717 165 552 347 162 730 459 271 205
is_linear=0
shrinkage=0.0032998


Tree=6118
num_leaves=21
num_cat=0
split_feature=12 15 12 15 13 133 16 11 14 457 12 12 16 13 12 16 15 49 16 15
split_gain=20.1104 4.72099 3.97666 2.17461 1.58205 1.41756 0.953787 0.746844 0.67563 0.561552 0.528158 0.480171 0.299737 0.267794 0.202303 0.159713 0.154591 0.128758 0.130691 0.0464673
threshold=0.077755000000000005 -0.24269999999999997 0.13332500000000003 -0.17677499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24235499999999996 0.075910000000000019 -0.10708499999999999 0.085540000000000019 0.090345000000000023 0.092150000000000024 0.16141000000000003 0.085880000000000012 -0.08947999999999999 0.41235500000000008 0.101705 0.09055500000000001 0.0060650000000000009 -0.016949999999999996
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 8 3 -2 5 -3 11 10 -1 12 17 -5 19 -9 -7 16 -12 18 -8 -6
right_child=2 4 -4 6 9 14 7 13 -10 -11 15 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0053555044669036638 0.0057602056485994485 0.0060401214929342532 0.0054079044307350022 0.0062710287686198879 0.006025577970411089 0.0055528905383812176 0.0064179275581479588 0.0068151142305286558 0.004906545697286711 0.0056471959697520779 0.0063364003574109635 0.0058231629343759124 0.0062464280745090136 0.0064759942949782828 0.0052941330140003403 0.0061321429174658664 0.0061780709145147009 0.0065767259644554377 0.0062253196016087567 0.0058596333981623247
leaf_weight=69 71 52 53 59 72 67 621 56 86 54 443 54 60 62 91 83 105 67 55 63
leaf_count=69 71 52 53 59 72 67 621 56 86 54 443 54 60 62 91 83 105 67 55 63
internal_value=0 0.00560652 0.00630239 0.00633066 0.00577525 0.00556175 0.00635587 0.00637846 0.00510663 0.00595517 0.00635621 0.00605732 0.00604028 0.00663723 0.00540408 0.0062833 0.00630613 0.00641808 0.00640231 0.0059484
internal_weight=0 614 1729 1676 459 210 1605 1492 155 249 1374 113 195 118 158 631 548 743 676 135
internal_count=2343 614 1729 1676 459 210 1605 1492 155 249 1374 113 195 118 158 631 548 743 676 135
is_linear=0
shrinkage=0.0032998


Tree=6119
num_leaves=21
num_cat=0
split_feature=1 2 3 3 123 4 123 4 51 47 1213 15 43 1447 4 4 4 3 3 43
split_gain=13.2159 3.9879 2.0973 1.88161 1.32276 1.08971 0.672469 0.382739 0.373427 0.324047 0.316818 0.383047 0.298185 0.279353 0.284207 0.283239 0.250569 0.479016 0.315245 0.184403
threshold=0.10752500000000002 0.14721500000000001 -0.072579999999999992 0.30112000000000005 0.081180000000000016 0.41181500000000004 1.0000000180025095e-35 0.082475000000000007 -0.04652499999999999 0.077555000000000013 0.060985000000000004 0.086275000000000004 0.062770000000000006 -0.085804999999999979 -0.49432999999999994 -0.1075 -0.022999999999999996 0.086245000000000016 0.045635000000000002 0.0061450000000000003
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 3 7 4 5 8 9 10 -2 12 13 -12 16 -1 -15 -16 18 -18 -4 -17
right_child=1 -3 6 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 14 15 19 17 -19 -20 -21
leaf_value=0.0012059041297769941 0.0010895762148829865 8.3636829159306682e-05 0.0010703533847975675 0.0002959794594898666 0.00063687416922044359 0.00080647293425385009 0.000886997156147788 0.0012119341150123042 0.0014555973977478974 0.0014438110252252864 0.0017407145010913312 0.0014114466512110695 0.0013674642822580718 0.0016600581424342155 0.0012163235418748335 0.0014488408293583969 0.0011888918939544646 0.00077613954182556837 0.0013897667265767054 0.0013154819852855221
leaf_weight=68 52 87 70 52 87 75 79 93 77 62 78 80 75 56 75 842 77 52 68 138
leaf_count=68 52 87 70 52 87 75 79 93 77 62 78 80 75 56 75 842 77 52 68 138
internal_value=0 0.00071506 0.00135548 0.000875115 0.000978482 0.00112399 0.00116707 0.00141909 0.00130833 0.00122175 0.00143347 0.00157422 0.00118138 0.00141458 0.00142732 0.00141493 0.00112898 0.00102278 0.001228 0.0014301
internal_weight=0 430 1913 343 291 204 483 1430 129 404 1337 158 342 1179 1111 1055 267 129 138 980
internal_count=2343 430 1913 343 291 204 483 1430 129 404 1337 158 342 1179 1111 1055 267 129 138 980
is_linear=0
shrinkage=0.0032998


Tree=6120
num_leaves=18
num_cat=0
split_feature=4 12 2 42 15 12 4 4 3 52 1212 43 42 457 12 43 2
split_gain=16.0499 5.61158 3.85804 1.16236 1.03599 1.02393 0.849779 0.6389 0.632697 0.599163 0.4285 0.449558 0.473669 0.426105 0.327995 0.236536 0.172165
threshold=0.30163500000000004 -0.007389999999999999 0.13775000000000001 -0.0015249999999999999 -0.42443999999999993 -0.08947999999999999 0.043850000000000007 0.41939500000000002 0.11372500000000001 -0.008794999999999999 0.089995000000000019 0.053790000000000011 -1.0000000180025095e-35 0.062030000000000009 -1.0000000180025095e-35 -0.022549999999999997 0.095620000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 14 -5 8 -6 10 -8 11 13 -13 -3 -2 -12 -11
right_child=4 2 -4 5 7 -7 9 -9 -10 16 15 12 -14 -15 -16 -17 -18
leaf_value=0.0013919690977026056 0.00067548364590826497 0.0016938507946232572 0.00075092475826135348 0.0011218169977422745 0.00061295676111938898 0.00058223299302521448 0.001164119081631324 0.00011955396501648209 0.0012722340799951905 0.0014292653074580712 0.0012912256588454435 0.0016584027363690452 0.0013037916716673631 0.0014585664457575081 0.0010139037577241406 0.0015659988268368803 0.0016533905515507779
leaf_weight=61 73 1133 61 77 64 77 75 52 55 94 55 89 79 93 56 100 68
leaf_count=61 73 1133 61 77 64 77 75 52 55 94 55 89 79 93 56 100 68
internal_value=0 0.00151131 0.00156846 0.00100555 0.000618941 0.000852254 0.00159553 0.00039208 0.00162293 0.00140996 0.00163536 0.00165386 0.00149186 0.00167603 0.000822668 0.00146873 0.00152356
internal_weight=0 2117 1902 215 245 154 1841 116 1604 237 1549 1394 168 1226 129 155 162
internal_count=2362 2117 1902 215 245 154 1841 116 1604 237 1549 1394 168 1226 129 155 162
is_linear=0
shrinkage=0.0032998


Tree=6121
num_leaves=19
num_cat=0
split_feature=123 51 48 12 49 16 47 50 12 0 128 1212 12 16 11 49 1212 0
split_gain=0.322164 0.215668 0.33884 0.233823 0.256018 0.291405 0.410414 0.215385 0.201 0.224502 0.197394 0.153619 0.207358 0.188788 0.143178 0.19322 0.122065 0.026842
threshold=0.09338500000000001 0.099265000000000006 0.095205000000000012 0.083325000000000024 -0.085949999999999985 -0.49181999999999998 0.078875000000000015 0.10030500000000002 -0.092124999999999985 -0.09194999999999999 0.10551000000000001 0.087685000000000013 0.084055000000000005 -0.082264999999999991 0.077695000000000014 -0.081019999999999981 0.10167000000000001 -0.15503499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 17 8 -3 -7 -10 11 12 -5 -13 15 -14 -15 -6
right_child=-2 2 -4 10 5 6 -8 -9 9 -11 -12 13 14 16 -16 -17 -18 -19
leaf_value=0.02114089259623269 0.0026278166507757764 0.031708644538781916 0.0077427970314475373 0.023590411964368382 0.01368145111477994 -0.0040231098244245906 0.020693724597595164 0.01822750059268783 0.0012893781656864024 0.010914057805511222 0.0039153835477882641 0.017077262379231409 0.003976248726106549 -0.0003906752995674887 0.020640392928445654 0.014530255006158413 0.01090040278572043 0.019149376586643698
leaf_weight=54 79 53 57 78 52 62 52 95 126 152 52 63 52 52 103 1066 56 58
leaf_count=54 79 53 57 78 52 62 52 95 126 152 52 63 52 52 103 1066 56 58
internal_value=0 0.0135875 0.0188151 0.0130709 0.010106 0.0089154 0.00675979 0.0230673 0.00462343 0.00655826 0.0141528 0.0145137 0.0151404 0.00974254 0.0145992 0.014041 0.00544732 0.0165809
internal_weight=0 2283 205 2078 556 502 392 148 340 278 1522 1470 1299 171 1221 1118 108 110
internal_count=2362 2283 205 2078 556 502 392 148 340 278 1522 1470 1299 171 1221 1118 108 110
is_linear=0
shrinkage=0.16829


Tree=6122
num_leaves=17
num_cat=0
split_feature=1 484 1429 1 2 16 13 16 151 151 2 3 13 2 2 2
split_gain=0.355649 0.163657 0.241335 0.153242 0.146822 0.171211 0.265035 0.226552 0.137357 0.374616 0.164745 0.136099 0.292288 0.171475 0.105166 0.0739461
threshold=0.11570500000000002 1.0000000180025095e-35 0.084770000000000012 0.11181500000000001 -0.007134999999999999 0.052555000000000011 -0.012064999999999998 -0.26987499999999992 -0.097514999999999991 -0.086654999999999982 -0.0091949999999999983 -0.13088999999999998 0.089520000000000016 0.087525000000000006 0.093255000000000018 0.086615000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 8 -2 6 7 -6 -1 -10 -11 12 -12 -13 15 -3
right_child=4 2 -4 -5 5 -7 -8 -9 9 10 11 13 -14 -15 -16 -17
leaf_value=0.019700065880508967 -0.001763577004904525 0.0091966061252620069 -0.00029808099818705416 0.020764309929785146 -0.0017815337002992431 0.0014118770893944868 0.020620742201325901 0.013278235445295411 -0.00097752203323094706 0.0031584198192380532 0.025814775935467441 0.014154634709287097 0.010089305329291819 0.010361089826438814 0.0043338775147135087 0.016117585891617259
leaf_weight=66 60 86 72 61 54 87 52 59 62 54 66 646 69 720 55 93
leaf_count=66 60 86 72 61 54 87 52 59 62 54 66 646 69 720 55 93
internal_value=0 0.0118048 0.00819785 0.0124367 0.00569394 0.00747667 0.0106636 0.00606563 0.0121338 0.0118238 0.0123354 0.0126644 0.0177906 0.0121564 0.0108197 0.0128025
internal_weight=0 2050 306 1744 312 252 165 113 1683 1617 1555 1501 135 1366 234 179
internal_count=2362 2050 306 1744 312 252 165 113 1683 1617 1555 1501 135 1366 234 179
is_linear=0
shrinkage=0.16829


Tree=6123
num_leaves=14
num_cat=0
split_feature=4 2 4 0 4 0 11 52 157 2 393 0 0
split_gain=0.269548 0.341404 0.218093 0.158523 0.133828 0.355916 0.161503 0.186443 0.425619 0.15554 0.135171 0.101631 0.115001
threshold=0.36766000000000004 0.14925000000000002 0.51544000000000012 -0.18087499999999998 -0.26545999999999997 -0.037794999999999995 0.075910000000000019 -0.069034999999999985 -0.06588999999999999 0.09857500000000001 0.10358500000000001 -0.04478999999999999 -0.14582499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 9 6 7 8 -6 -5 -9 12 -2
right_child=2 -3 -4 4 5 -7 -8 10 -10 -11 -12 -13 -14
leaf_value=0.017565285103344406 0.0030047359623070874 -0.0036875840612784084 0.011335517047987614 0.02044884425508315 -0.0031256755412321174 -0.002927592841965366 0.018366829238770557 0.010184764785684742 0.0093993719079451792 0.010001628408872526 0.018989623616855196 0.0065636530812047834 -0.0076728344464395337
leaf_weight=78 56 52 75 70 100 64 61 1217 329 98 52 52 58
leaf_count=78 56 52 75 70 100 64 61 1217 329 98 52 52 58
internal_value=0 0.00975505 0.00380295 0.0100938 0.00980016 0.00937847 0.00982724 0.0095194 0.00647559 0.0143653 0.010547 0.00038886 -0.00241195
internal_weight=0 2121 241 2069 1991 1823 1759 1698 429 168 1269 166 114
internal_count=2362 2121 241 2069 1991 1823 1759 1698 429 168 1269 166 114
is_linear=0
shrinkage=0.16829


Tree=6124
num_leaves=20
num_cat=0
split_feature=1 11 13 51 49 13 3 2 3 3 42 42 13 2 42 156 16 12 12
split_gain=0.219229 0.245922 0.241334 0.215573 0.340057 0.239903 0.407253 0.235194 0.215652 0.168541 0.124914 0.113624 0.130676 0.109499 0.108157 0.0904286 0.106567 0.244931 0.208227
threshold=0.080270000000000022 0.080455000000000013 0.089520000000000016 -0.087539999999999993 -0.081019999999999981 -0.15310499999999996 0.096440000000000012 0.083365000000000009 -0.010299999999999998 -0.055389999999999988 0.088285000000000016 0.11551500000000002 0.065195000000000017 0.09857500000000001 -0.095859999999999987 0.087610000000000007 -0.011859999999999997 0.084160000000000013 0.08425500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 7 -5 -6 8 -2 10 11 -7 12 14 -11 -1 16 18 -18 -16
right_child=1 2 -4 4 5 6 -8 -9 -10 13 -12 -13 -14 -15 15 -17 17 -19 -20
leaf_value=0.0026272285792784816 0.0068956175421433525 0.021428173637644512 0.0058665769013440611 -0.003276807422095733 -0.00058745640921373579 0.011247011979638982 0.019208916145736152 -0.0064177229128895225 -0.00016624782309026029 0.02015503073243087 0.0055452673207321262 0.0010852927620343495 0.0029421911673148944 0.010368200697161004 0.01910375334597203 0.015354145660575278 -0.0025602470322111091 0.0093449085291880309 0.0094419287346753592
leaf_weight=63 65 54 60 97 94 220 87 89 102 60 219 57 98 73 73 79 63 216 493
leaf_count=63 65 54 60 97 94 220 87 89 102 60 219 57 98 73 73 79 63 216 493
internal_value=0 0.00584899 0.0132536 0.00497959 0.00606606 0.00732376 0.00851078 -0.00078679 0.00678706 0.00910909 0.00840673 0.00844512 0.0088301 0.0147968 0.0094129 0.00987362 0.00935911 0.00665021 0.0106912
internal_weight=0 1087 114 973 819 722 628 154 541 1275 439 1142 1085 133 987 924 845 279 566
internal_count=2362 1087 114 973 819 722 628 154 541 1275 439 1142 1085 133 987 924 845 279 566
is_linear=0
shrinkage=0.16829


Tree=6125
num_leaves=25
num_cat=0
split_feature=2 1 157 4 39 157 3 133 150 42 0 1 4 49 4 3 3 0 43 4 3 15 15 133
split_gain=0.544433 0.231592 0.231313 0.256601 0.176473 0.159019 0.134733 0.134423 0.284908 0.198847 0.238995 0.410575 0.420984 0.365778 0.244553 0.194113 0.143012 0.148977 0.121543 0.118557 0.0851819 0.0819981 0.0623192 0.0511748
threshold=0.17576500000000003 0.10752500000000002 -0.06588999999999999 -0.0065299999999999993 0.090455000000000021 0.086545000000000011 -0.066704999999999987 0.082925000000000013 0.083895000000000011 -0.088334999999999983 -0.085719999999999977 0.081540000000000015 -0.079374999999999987 -0.047309999999999998 -0.15805499999999997 -0.086889999999999981 -0.074979999999999977 -0.071519999999999986 -0.085349999999999995 -0.029369999999999997 0.12991000000000003 0.087125000000000022 -0.017454999999999995 0.11667000000000001
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 -3 -4 6 7 -5 9 16 21 13 12 -12 -11 -13 -15 17 18 -9 -7 -8 22 -1 -18
right_child=-2 2 3 4 -6 19 20 8 -10 10 11 14 -14 15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.012830617825655201 -0.010479749739859063 -0.0069647345326038406 0.013364829953218076 0.0046801607239702562 0.0088924926076898898 0.019340642302129424 -0.0093266237265887727 0.011100986680336881 0.018489269057926652 -0.0033037619401912852 -0.0090644573320136541 0.016108769379885597 0.0039758684813120272 0.01718884731017346 0.004029105589828305 0.0077418114837592786 0.0053870245444623014 0.015727592050666869 0.0049815838507506222 0.0078939869604005893 -3.7466823758559964e-05 0.016081825212960473 0.0054459617076888858 -0.0016763294522521126
leaf_weight=55 55 59 72 78 76 52 53 157 76 73 130 67 152 78 165 302 65 75 226 52 60 57 82 52
leaf_count=55 55 59 72 78 76 52 53 157 76 73 130 67 152 78 165 302 65 75 226 52 60 57 82 52
internal_value=0 0.0064497 0.00274843 0.00444422 0.00203193 0.00721761 -0.000688516 0.00684831 0.00878928 0.00575842 0.00476858 0.00227984 -0.00202926 0.00758848 0.00752537 0.00968567 0.00750407 0.00884685 0.00749475 0.0136346 -0.00441023 0.010683 0.00842372 0.0022324
internal_weight=0 2314 398 339 267 1916 191 1812 651 1161 967 514 282 453 232 380 575 458 383 104 113 194 137 117
internal_count=2369 2314 398 339 267 1916 191 1812 651 1161 967 514 282 453 232 380 575 458 383 104 113 194 137 117
is_linear=0
shrinkage=0.16829


Tree=6126
num_leaves=24
num_cat=0
split_feature=3 3 42 151 0 3 3 42 13 133 49 3 3 51 157 0 3 131 3 3 3 3 51
split_gain=4.66121 1.8113 0.798401 0.656407 0.444571 0.414444 0.621565 0.444286 0.30913 0.245237 0.24389 0.337719 0.2182 0.127532 0.220916 0.135268 0.135505 0.114104 0.142817 0.250477 0.195319 0.0758534 0.0204192
threshold=-0.049204999999999992 0.30835000000000007 0.099885000000000015 0.015440000000000001 -0.07385499999999999 0.06269000000000001 0.097710000000000005 -0.026469999999999997 -0.011494999999999998 -0.0081099999999999974 -0.047749999999999994 -0.086574999999999985 -0.14443999999999999 -0.085574999999999984 -0.08577499999999999 -0.096594999999999986 -0.096404999999999991 0.085335000000000008 -0.14443999999999999 -0.096099999999999977 -0.073444999999999983 0.12991000000000003 -1.0000000180025095e-35
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 5 10 7 -7 -2 -9 -6 11 -1 -12 -14 -15 -16 -17 18 22 -20 -21 -8 -11
right_child=1 -3 -4 -5 9 6 21 8 -10 17 12 -13 13 14 15 16 -18 -19 19 20 -22 -23 -24
leaf_value=0.00053747504641884938 0.00078149669467544652 8.6735967389451316e-05 0.00025390206150301706 0.00028743858625470152 0.00057625410607414177 0.0010567897054572161 0.0005860852820376058 0.0006138022809111343 0.00029255918821672792 0.00085376339802562071 0.0010601750767881811 0.00091093667081530889 0.0010052610236833204 0.0006670555441582437 0.00075734654989376192 0.0010272078530600235 0.00087646715306486788 0.0006561967982434034 0.00055802465812636824 0.00091477780884613251 0.00067464264597971073 0.00075323443062637753 0.0009536273511418417
leaf_weight=55 74 95 70 53 74 64 74 69 63 55 75 52 78 60 98 74 794 65 52 100 61 54 60
leaf_count=55 74 95 70 53 74 64 74 69 63 55 75 52 78 60 98 74 794 65 52 100 61 54 60
internal_value=0 0.000506206 0.000582625 0.000633569 0.000840067 0.000679573 0.000790364 0.00057614 0.000460749 0.000752312 0.000871906 0.0007193 0.000885726 0.000873843 0.000863818 0.000876003 0.000889359 0.000785374 0.000810865 0.000759243 0.000824014 0.000656877 0.000906173
internal_weight=0 616 521 451 1753 398 192 206 132 467 1286 107 1179 1104 1026 966 868 393 328 213 161 128 115
internal_count=2369 616 521 451 1753 398 192 206 132 467 1286 107 1179 1104 1026 966 868 393 328 213 161 128 115
is_linear=0
shrinkage=0.0032998


Tree=6127
num_leaves=26
num_cat=0
split_feature=4 3 2 43 3 150 2 0 4 43 43 4 128 4 0 2 52 4 50 456 42 42 0 52 13
split_gain=7.88795 2.57656 1.55519 0.916733 0.696278 0.538297 0.390822 0.358531 0.357791 0.322481 0.257956 0.23735 0.202572 0.201576 0.161648 0.153976 0.339216 0.179849 0.147382 0.172185 0.133214 0.108379 0.100101 0.0390126 0.0326853
threshold=0.30163500000000004 -0.048154999999999996 0.14106500000000002 -0.065804999999999989 0.31400500000000003 0.085310000000000011 0.11517500000000001 -0.076209999999999986 -0.085574999999999984 -0.12584499999999996 -0.085594999999999991 -9.4999999999999992e-05 0.09585500000000001 -0.26545999999999997 -0.10075499999999998 0.091545000000000015 -0.42890999999999996 -0.077604999999999993 0.10883000000000001 0.087485000000000021 0.079170000000000004 -0.0092649999999999972 -0.081854999999999997 0.084675000000000014 -0.082404999999999992
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=1 7 3 10 6 11 -2 8 21 -9 -3 13 14 -5 -10 17 -17 -11 19 -16 -18 23 -8 -1 -20
right_child=4 2 -4 5 -6 -7 22 9 12 15 -12 -13 -14 -15 18 16 20 -19 24 -21 -22 -23 -24 -25 -26
leaf_value=0.0013428014174229781 0.00072242057241580821 0.00087219240274258899 0.00034899100120041763 0.0011594250385006998 0.00014309882272164003 0.00075566029511091087 0.00032668660670208567 0.00086442466174963418 0.0010477561483762479 0.0013459636361458705 0.00056814762060446427 0.0012604979697306883 0.00096026715810092775 0.00088214668489372647 0.0011924693500407746 0.0012265522774113984 0.00087040273630281109 0.0010998036720124081 0.0010062416027301073 0.0013868560503908583 0.0010601714509670564 0.0014453438980284196 0.00053328649177067713 0.001212693886846103 0.0011350452622028138
leaf_weight=52 98 59 54 65 52 52 52 66 101 60 65 92 52 54 703 97 73 77 52 56 100 59 53 73 52
leaf_count=52 98 59 54 65 52 52 52 66 101 60 65 92 52 54 703 97 73 77 52 56 100 59 53 73 52
internal_value=0 0.00109932 0.000874613 0.000947865 0.00048469 0.00105842 0.000572018 0.00115853 0.00118915 0.00108077 0.000713098 0.00113287 0.00116462 0.0010339 0.0011756 0.00111576 0.0010689 0.00120787 0.00119052 0.00120686 0.000980299 0.00132445 0.000431306 0.0012671 0.00107098
internal_weight=0 2114 441 387 255 263 203 1673 1200 473 124 211 1016 119 964 407 270 137 863 759 173 184 105 125 104
internal_count=2369 2114 441 387 255 263 203 1673 1200 473 124 211 1016 119 964 407 270 137 863 759 173 184 105 125 104
is_linear=0
shrinkage=0.0032998


Tree=6128
num_leaves=33
num_cat=0
split_feature=12 13 16 43 12 16 12 15 43 0 12 16 16 157 16 16 51 43 0 15 16 0 13 43 12 12 13 403 15 43 403 12
split_gain=18.5318 4.72094 4.30623 2.91016 2.78485 1.28062 1.07816 0.975688 0.793561 0.661053 0.588228 0.334977 0.651807 0.245959 0.435871 0.325919 0.204275 0.185362 0.173437 0.217487 0.374695 0.197853 0.316541 0.165173 0.1517 0.150649 0.12637 0.114113 0.232398 0.10184 0.101206 0.0733506
threshold=0.077755000000000005 -0.099939999999999987 -0.24235499999999996 -0.049914999999999994 0.10124000000000001 -0.39442499999999997 0.091475000000000015 -0.24042999999999998 -0.095244999999999982 -0.10324499999999999 0.11769500000000001 -0.0092499999999999978 0.16141000000000003 0.09098500000000001 0.0086100000000000013 0.26391000000000003 -0.17083999999999996 0.0035900000000000007 -0.085669999999999982 -0.026169999999999995 -0.025314999999999994 -0.082349999999999993 -0.082804999999999976 0.085460000000000022 0.085515000000000022 0.086700000000000013 -0.080724999999999977 -0.059794999999999994 0.090125000000000011 -0.080044999999999991 0.085600000000000023 0.089125000000000024
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=1 9 4 7 -2 -5 17 -3 -9 -1 13 -7 -13 14 27 -16 -17 18 19 24 25 22 -20 -19 -4 -21 -23 28 -8 -26 -29 -28
right_child=2 3 6 5 -6 11 10 8 -10 -11 -12 12 -14 -15 15 16 -18 23 21 20 -22 26 -24 -25 29 -27 31 30 -30 -31 -32 -33
leaf_value=0.00050474372047740656 0.0013411386963971636 0.00040652379220394393 0.0015327819754295689 0.00086638235338598493 0.00040760264315265935 0.0015265174220795074 0.0018375202781529929 0.001205623853851243 0.00070829733252202173 -2.9073176885090112e-06 0.0012263718162075 0.0010039498686048687 0.0015060772417329513 0.0017473955859728045 0.0012280969693741347 0.0013458478751551888 0.0016186480584819475 0.0014394058788615818 0.001430106839162401 0.0018165118470602332 0.0020575043195829052 0.001862390919019878 0.0017030714266228623 0.0016938500354146597 0.0018258163333567186 0.0015871199072012101 0.0016089063770753675 0.0014915960023506483 0.0015500381538161147 0.0016211628450306548 0.0016600700357732878 0.0017686568953601289
leaf_weight=60 102 68 68 73 53 92 53 54 101 52 77 57 57 56 82 56 71 68 97 91 55 52 94 52 66 53 100 161 81 53 58 56
leaf_count=60 102 68 68 73 53 92 53 54 101 52 77 57 57 56 82 56 71 68 97 91 55 52 94 52 66 53 100 161 81 53 58 56
internal_value=0 0.000881738 0.00154795 0.00101843 0.00102216 0.00124324 0.00159886 0.000737022 0.000881787 0.000268734 0.00150063 0.00137661 0.00125532 0.00153474 0.00151349 0.00139266 0.00149864 0.00167426 0.00169322 0.00174459 0.00182238 0.00164343 0.00156463 0.00154996 0.00166163 0.00173233 0.00171563 0.00158492 0.00166401 0.00173496 0.00153638 0.00166648
internal_weight=0 614 1755 502 155 279 1600 223 155 112 695 206 114 618 562 209 127 905 785 386 199 399 191 120 187 144 208 353 134 119 219 156
internal_count=2369 614 1755 502 155 279 1600 223 155 112 695 206 114 618 562 209 127 905 785 386 199 399 191 120 187 144 208 353 134 119 219 156
is_linear=0
shrinkage=0.0032998


Tree=6129
num_leaves=20
num_cat=0
split_feature=2 1 132 148 480 52 160 1 13 400 52 52 2 132 51 43 42 52 13
split_gain=0.492843 0.297003 0.244895 0.19022 0.171485 0.164057 0.324628 0.267559 0.178953 0.128033 0.114625 0.164724 0.125383 0.120265 0.101268 0.095939 0.122863 0.0929982 0.029708
threshold=0.17576500000000003 0.098370000000000027 0.082230000000000011 -1.0000000180025095e-35 -0.063594999999999985 -0.088204999999999992 -0.080844999999999986 0.10600000000000002 -1.0000000180025095e-35 -0.081749999999999975 -0.14488499999999996 -0.091234999999999983 0.093565000000000023 -0.015269999999999997 0.023625000000000004 -0.093419999999999989 0.089370000000000019 -0.00041499999999999995 -0.0088749999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 8 -7 -8 -5 18 15 -12 13 -13 -14 -11 -17 -9 -6
right_child=-2 2 -4 5 9 6 7 17 -10 10 11 12 14 -15 -16 16 -18 -19 -20
leaf_value=0.00024612414583375969 -0.0083927808872388959 -0.0039444654206872379 -0.0057382013287953513 0.0042715333216088221 0.0005572674518715936 0.015068181013134372 -0.0082980123517891538 -0.00064343390860344487 0.01672634525275097 0.018725046005220632 0.00091875587517532701 0.017489688173710632 0.0052202970431434442 0.0098873879560769668 0.012536574948095132 0.0073655050023182268 0.017507074137237604 0.0070288853753902661 0.0062344398517738282
leaf_weight=64 55 53 60 56 52 68 56 63 80 63 69 64 279 863 67 100 52 151 54
leaf_count=64 55 53 60 56 52 68 56 63 80 63 69 64 279 863 67 100 52 151 54
internal_value=0 0.00771074 0.00443431 0.00559588 0.00882334 0.00666642 0.00467153 0.00204646 0.0116111 0.00915236 0.0095383 0.00895615 0.00939038 0.0104142 0.00664223 0.0131637 0.0108468 0.00476182 0.00346636
internal_weight=0 2314 587 527 1727 474 338 270 136 1663 1557 1342 1273 927 346 215 152 214 106
internal_count=2369 2314 587 527 1727 474 338 270 136 1663 1557 1342 1273 927 346 215 152 214 106
is_linear=0
shrinkage=0.16829


Tree=6130
num_leaves=22
num_cat=0
split_feature=1 3 4 3 4 2 123 2 13 2 1 15 15 4 15 13 156 159 15 42 13
split_gain=32.5321 6.6594 4.35276 2.74467 2.4416 1.62859 1.01299 0.955967 0.786838 0.81161 0.736753 0.800686 0.663332 0.468955 0.403134 0.301275 0.280305 0.31942 0.175823 0.115658 0.0665026
threshold=0.10932500000000002 -0.036844999999999996 0.27552000000000004 -0.066424999999999984 0.36766000000000004 0.14530500000000005 0.080635000000000012 -1.0000000180025095e-35 -0.13033499999999998 0.092365000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13800499999999996 0.005935000000000001 -0.029334999999999996 0.10068000000000001 0.087205000000000019 -0.021869999999999997 0.0056700000000000006 0.081685000000000021 -0.066659999999999983
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=2 4 3 8 -2 7 10 -3 -1 13 14 -12 -9 16 -5 18 17 -10 19 -11 -20
right_child=1 5 -4 6 -6 -7 -8 12 9 15 11 -13 -14 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.00173403974217387 0.001097361486801835 -0.0002912388819158757 0.00030062744341555545 0.0011004788777451739 0.00020532241998507127 -0.00052272781388848152 0.0006689200550879129 -4.8088628333020343e-05 0.0012569519877965493 0.0010972381268187887 0.0010202358146208974 0.0014767933576327514 0.00042644091759256659 0.0010954703028677583 0.00074620009068118872 0.00096444710310114037 0.0012144295565710247 0.0014316951755945744 0.0012564043550733744 0.0012472358079853659 0.0014322081655123193
leaf_weight=52 94 58 52 72 52 72 73 57 139 111 84 85 73 66 70 56 97 745 54 129 52
leaf_count=52 94 58 52 72 52 72 73 57 139 111 84 85 73 66 70 56 97 745 54 129 52
internal_value=0 0.000215898 0.00124332 0.0012693 0.00077989 -0.000100671 0.00101997 6.0781e-05 0.00133307 0.00131865 0.00110226 0.00125007 0.000218107 0.00136727 0.000926083 0.00119193 0.00138552 0.00140426 0.00122865 0.00117801 0.00134298
internal_weight=0 406 1937 1885 146 260 384 188 1501 1449 311 169 130 1047 142 402 981 884 346 240 106
internal_count=2343 406 1937 1885 146 260 384 188 1501 1449 311 169 130 1047 142 402 981 884 346 240 106
is_linear=0
shrinkage=0.0032998


Tree=6131
num_leaves=23
num_cat=0
split_feature=1 3 123 2 16 2 2 49 12 0 12 14 3 1 2 160 16 12 3 160 47 475
split_gain=9.2124 2.57334 1.05997 0.762543 0.67117 0.608856 0.54064 0.398275 0.702527 0.26646 0.287477 0.260872 0.872881 0.253788 0.179072 0.171952 0.245002 0.372646 0.308055 0.176213 0.175289 0.134267
threshold=0.10932500000000002 -0.049204999999999992 0.084880000000000025 0.14721500000000001 -0.064539999999999986 -1.0000000180025095e-35 0.092155000000000015 -0.082184999999999994 0.08073000000000001 -0.10147999999999999 0.11628000000000001 0.054835000000000009 -0.12077499999999998 0.088595000000000021 0.12708000000000003 -0.012529999999999998 -1.0000000180025095e-35 0.087645000000000015 -0.069909999999999986 -0.42292499999999994 0.077555000000000013 -0.068779999999999994
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 4 6 5 -2 -3 11 -8 13 -10 21 12 -1 -9 -7 19 18 -18 -17 -14 -21 -11
right_child=1 3 -4 -5 -6 14 7 8 9 10 -12 -13 15 -15 -16 16 17 -19 -20 20 -22 -23
leaf_value=0.0005550555832672478 0.00047986544257067493 2.8089806789880246e-05 0.00046451880018627973 -9.3288556695625177e-05 0.00095137986813348169 0.00051882046845409693 0.0011466830757813384 0.00080074069422031175 0.0011280430641880757 0.0010670355145305681 0.00065017792587687511 0.0012119223361060909 0.0010719081560189446 0.00050645244098023671 0.00027110128875469398 0.0010184252981872927 0.0012966122606732767 0.00094399170552605125 0.00077091716980143743 0.00084620035931285884 0.001057261930056036 0.00088245498625290234
leaf_weight=52 57 61 52 72 79 85 52 56 52 52 55 54 78 77 52 568 80 57 62 211 56 323
leaf_count=52 57 61 52 72 79 85 52 56 52 52 55 54 78 77 52 568 80 57 62 211 56 323
internal_value=0 0.00038377 0.00093061 0.000197144 0.000754019 0.000302934 0.000943449 0.000867487 0.000843823 0.000902578 0.00087523 0.000985017 0.000974461 0.000630628 0.000425053 0.000994041 0.00102204 0.00115016 0.000994123 0.000931693 0.0008906 0.000908144
internal_weight=0 406 1937 270 136 198 1885 667 615 482 430 1218 1164 133 137 1112 767 137 630 345 267 375
internal_count=2343 406 1937 270 136 198 1885 667 615 482 430 1218 1164 133 137 1112 767 137 630 345 267 375
is_linear=0
shrinkage=0.0032998


Tree=6132
num_leaves=20
num_cat=0
split_feature=4 48 49 51 3 3 42 3 12 52 48 3 1447 1447 456 4 42 52 51
split_gain=0.493589 0.552179 0.248966 0.247629 0.2238 0.212214 0.186583 0.176265 0.159239 0.129593 0.139682 0.260056 0.127224 0.247559 0.153639 0.156877 0.179145 0.117042 0.0608488
threshold=0.024315000000000003 -1.0000000180025095e-35 -0.089819999999999983 0.078435000000000019 -0.092714999999999978 -0.14619999999999997 0.10732000000000001 -0.036844999999999996 0.089370000000000019 -0.050359999999999995 0.10078500000000001 -0.00079499999999999981 -0.086059999999999984 -0.080289999999999986 0.088285000000000016 -9.4999999999999992e-05 0.085545000000000024 0.0029250000000000005 -0.22052999999999998
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 -1 12 -5 -3 9 8 -6 18 11 17 -4 -14 15 16 -15 -11 -7
right_child=1 5 3 4 7 6 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 -19 -20
leaf_value=0.01887142655518315 -0.011549702572170936 0.015878661302223641 0.01827745007440152 -0.0047370762684505246 0.018227086536074751 0.0048447973763072871 -0.0046676006730997643 0.0012658526868836557 0.0066769211706095462 0.00088806476992302262 -0.00034326019225200844 0.016376044976601022 -0.0011542969886082833 0.007814602108767563 0.019104735536493733 0.016384175733834321 0.012296372202528476 0.0093937504801324904 -0.0031753686409344674
leaf_weight=82 57 54 55 55 52 53 53 91 99 87 53 92 54 695 56 102 401 98 54
leaf_count=82 57 54 55 55 52 53 53 91 99 87 53 92 54 695 56 102 401 98 54
internal_value=0 0.00419848 0.00979775 0.00934845 0.00493358 0.00585187 0.00474321 0.00713888 0.0106664 0.00588868 0.00753954 0.00905429 0.0103091 0.00997271 0.0104533 0.0100474 0.00945601 0.00540349 0.000780446
internal_weight=0 601 1742 1660 297 544 490 242 151 437 330 277 1363 1308 1254 1198 1096 185 107
internal_count=2343 601 1742 1660 297 544 490 242 151 437 330 277 1363 1308 1254 1198 1096 185 107
is_linear=0
shrinkage=0.16829


Tree=6133
num_leaves=26
num_cat=0
split_feature=1 3 12 12 3 150 43 3 12 0 3 1446 1 13 160 11 484 0 42 0 0 0 1 13 13
split_gain=15.4694 4.21366 3.39963 1.14904 1.0689 0.985504 0.66283 0.595632 0.52829 0.494405 0.383052 0.313139 0.259592 0.228426 0.271084 0.190306 0.161494 0.157934 0.184972 0.161637 0.125309 0.112572 0.0893174 0.068674 0.0587876
threshold=0.10915500000000002 -0.049204999999999992 0.054520000000000006 0.091325000000000003 0.31534000000000006 0.083435000000000023 -0.065804999999999989 0.12991000000000003 0.11844 -0.04478999999999999 0.09722500000000002 0.088500000000000009 0.12394500000000001 -0.11122999999999998 -0.012529999999999998 0.080455000000000013 0.085845000000000019 -0.066659999999999983 0.086855000000000016 -0.09194999999999999 -0.088269999999999987 -0.097074999999999981 0.085345000000000018 -0.069874999999999979 -0.0049299999999999995
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=2 9 5 11 7 6 -1 12 15 -2 22 13 -3 -4 16 17 20 19 -19 -5 -15 -16 -8 -21 -23
right_child=1 4 3 8 -6 -7 10 -9 -10 -11 -12 -13 -14 14 21 -17 -18 18 -20 23 -22 24 -24 -25 -26
leaf_value=0.0054405195741581572 0.0058521645792596853 0.0051352799592511511 0.0062749683080483617 0.0057661615656909417 0.0046120678621487344 0.0053076951140272671 0.0058514330965023726 0.0053866152913117759 0.0055844996452618263 0.0054287302472451598 0.0055985547192525043 0.0063108322780318282 0.0048410479893110283 0.0059775620500787654 0.0059051949143718819 0.0061097683042658224 0.0060843425728203488 0.0056144920303312544 0.0059063356190696224 0.0058767381758030798 0.0057874712602023586 0.0061160120681302086 0.0060724922096756151 0.0059967143784863076 0.0060039516379621323
leaf_weight=67 85 71 52 74 67 87 63 59 64 52 54 58 76 100 52 57 75 54 60 125 97 403 52 231 108
leaf_count=67 85 71 52 74 67 87 63 59 64 52 54 58 76 100 52 57 75 54 60 125 97 403 52 231 108
internal_value=0 0.00521768 0.0059242 0.00598652 0.00497967 0.00561349 0.00572607 0.00509906 0.00587965 0.0056917 0.00583907 0.00606168 0.0049834 0.00604535 0.00603101 0.00591102 0.00593947 0.00589013 0.0057684 0.00592233 0.00588414 0.00607517 0.0059517 0.00595469 0.0060924
internal_weight=0 410 1933 1610 273 323 236 206 665 137 169 945 147 887 835 601 272 544 114 430 197 563 115 356 511
internal_count=2343 410 1933 1610 273 323 236 206 665 137 169 945 147 887 835 601 272 544 114 430 197 563 115 356 511
is_linear=0
shrinkage=0.0032998


Tree=6134
num_leaves=21
num_cat=0
split_feature=3 2 2 12 2 12 13 457 3 3 0 3 1429 42 483 1446 2 3 2 0
split_gain=11.1711 5.65712 1.86711 1.14531 1.13997 0.569505 0.44456 0.365905 0.35061 0.440047 0.288989 0.28254 0.248659 0.2463 0.188579 0.215957 0.183484 0.184603 0.10342 0.11818
threshold=-0.055839999999999994 0.10981000000000002 -1.0000000180025095e-35 0.023990000000000004 0.14870000000000003 0.10254500000000001 -0.012279999999999998 0.083570000000000019 -0.15680499999999997 -0.096099999999999977 -0.048199999999999993 0.11745500000000002 -0.0064149999999999997 -1.0000000180025095e-35 0.10630500000000001 0.084580000000000002 0.10332000000000001 0.081640000000000004 0.10161500000000002 -0.083069999999999991
decision_type=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 -1 11 8 -2 16 -5 13 18 -3 -11 -10 15 -14 17 -4 19 -7
right_child=1 4 7 5 -6 10 -8 -9 9 12 -12 -13 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00095604584355357724 0.00055936021718017116 0.00078843009869321648 0.0015344416999748839 0.0016562561167003521 0.00018633960852825808 0.0012906547527681694 0.00099327726884526125 0.0010474623491587847 0.0014499591785513885 0.0012399426051952402 0.0010583789279078107 0.00051774343931510402 0.0014679006161050251 0.0011756735915552749 0.0012765270820170606 0.001633225297106721 0.0011867276291308952 0.0013087452045585778 0.0012358616268393777 0.0015193905687161848
leaf_weight=58 52 94 76 90 79 52 52 53 58 54 53 78 973 101 53 99 55 91 68 54
leaf_count=58 52 94 76 90 79 52 52 53 58 54 53 78 973 101 53 99 55 91 68 54
internal_value=0 0.00089958 0.00115412 0.00141366 0.00051509 0.00142968 0.000776658 0.00129674 0.00145426 0.00144065 0.00127489 0.000665882 0.00146283 0.00127595 0.0014735 0.0014832 0.0013561 0.00141167 0.00134063 0.00140751
internal_weight=0 630 379 1713 251 1655 104 275 1428 1338 227 172 1179 159 1125 1072 222 167 174 106
internal_count=2343 630 379 1713 251 1655 104 275 1428 1338 227 172 1179 159 1125 1072 222 167 174 106
is_linear=0
shrinkage=0.0032998


Tree=6135
num_leaves=14
num_cat=0
split_feature=4 12 13 158 148 4 2 1210 0 0 133 157 2
split_gain=0.466649 0.340159 0.278487 0.293427 0.189943 0.165528 0.1615 0.150233 0.155799 0.194561 0.32338 0.125811 0.101926
threshold=0.30163500000000004 1.0000000180025095e-35 -0.16392499999999996 0.098790000000000003 -0.080384999999999984 -0.011514999999999999 0.11252000000000002 -0.081594999999999987 -0.18087499999999998 -0.097074999999999981 -0.088524999999999979 -0.061169999999999995 0.13388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 -4 -5 -2 -6 -9 10 -10 -11 -8
right_child=1 -3 3 5 7 -7 12 8 9 11 -12 -13 -14
leaf_value=0.0028449108517927544 0.014470977160253263 -0.005458578332066923 0.0025354634921103025 0.025777959328292865 0.019780920807344681 0.014620122181965844 -0.00084594583257151734 0.020690722804426985 0.017825520630058597 0.016321665638228365 0.0040737336581201117 0.012090111028502467 0.008970097638615419
leaf_weight=80 79 65 54 75 82 78 53 62 66 244 184 1159 68
leaf_count=80 79 65 54 75 82 78 53 62 66 244 184 1159 68
internal_value=0 0.00510089 0.0126105 0.0129994 0.0124114 0.0201014 0.00854169 0.0127072 0.0123679 0.0120547 0.00771139 0.0128273 0.00465566
internal_weight=0 265 2084 2004 1851 153 200 1797 1715 1653 250 1403 121
internal_count=2349 265 2084 2004 1851 153 200 1797 1715 1653 250 1403 121
is_linear=0
shrinkage=0.16829


Tree=6136
num_leaves=19
num_cat=0
split_feature=1 49 0 0 12 13 376 13 12 483 11 43 1447 12 2 0 2 43
split_gain=0.377554 0.396628 0.416595 0.447815 0.361629 0.172468 0.157116 0.170842 0.164161 0.143076 0.133116 0.15175 0.158523 0.140195 0.111011 0.0703903 0.0956015 0.0557279
threshold=0.11156000000000001 -0.046979999999999987 -0.14076499999999997 0.0037850000000000002 -0.084509999999999988 -0.070004999999999998 0.083705000000000016 -0.089024999999999979 0.084115000000000009 -0.091839999999999991 0.079300000000000009 -0.097279999999999991 -0.085709999999999995 0.08536500000000001 0.085355000000000014 -0.078664999999999985 0.088055000000000008 0.0011450000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -6 7 8 -1 -9 11 15 -13 -14 -10 16 -11 -16
right_child=1 2 3 -5 5 -7 -8 9 14 10 -12 12 13 -15 17 -17 -18 -19
leaf_value=-0.00012533068126088602 -0.0060778091104700177 -0.0055552754866750442 0.025678184659110349 -0.002592240230454324 0.0031463733020589803 0.014814254175849096 0.019404372212123922 0.017859684522771032 0.0037298658737775553 0.01790877916382954 0.0045278640317048032 0.018251367935382661 0.0072737099205621757 0.011217443062557838 0.0088754106296190342 0.01964740829504678 0.0086853493196455862 0.016508215609744019
leaf_weight=76 74 56 56 58 64 83 58 85 67 61 93 70 376 818 60 73 69 52
leaf_count=76 74 56 56 58 64 83 58 85 67 61 93 70 376 818 60 73 69 52
internal_value=0 0.00500238 0.00759459 0.0104229 0.0141504 0.00974658 0.0107397 0.0104742 0.00640441 0.011104 0.0107348 0.011127 0.0104367 0.00997704 0.00918685 0.0154166 0.0130271 0.0124353
internal_weight=0 391 317 261 203 147 1958 1900 255 1645 1560 1467 1264 1194 179 203 130 112
internal_count=2349 391 317 261 203 147 1958 1900 255 1645 1560 1467 1264 1194 179 203 130 112
is_linear=0
shrinkage=0.16829


Tree=6137
num_leaves=16
num_cat=0
split_feature=4 2 14 14 123 16 0 4 49 51 13 16 13 0 2
split_gain=8.12969 2.27883 1.25156 1.0096 0.94065 0.887959 0.540785 1.32077 0.299914 0.2253 0.212179 0.283518 0.124945 0.0737378 0.0482127
threshold=0.30163500000000004 0.12399000000000002 0.076975000000000002 -0.45687499999999998 1.0000000180025095e-35 -0.42372999999999994 -0.13740499999999997 0.0051600000000000005 0.0060900000000000008 0.10906 -0.091914999999999983 0.27252000000000004 -0.094609999999999986 -0.089179999999999995 0.11444000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 12 7 -1 -3 10 13 -12 -5 -8 -14
right_child=3 8 -4 5 -6 -7 9 -9 -10 -11 11 -13 14 -15 -16
leaf_value=0.00048461051527022038 0.00073470058418838714 0.00035366237479479289 0.0014052468694532726 0.00022946556342048676 0.00065862227607807141 -0.0001344832178851984 0.0009719119893287642 0.0011722745870035294 0.00068547613859954218 0.0008436569166942417 0.0010433776375214756 0.00090638051200049217 0.00050214810385391094 0.0008160027565101215 0.00035601633795505295
leaf_weight=72 57 61 75 52 101 52 67 53 59 94 1231 195 52 76 52
leaf_count=72 57 61 75 52 101 52 67 53 59 94 1231 195 52 76 52
internal_value=0 0.000959158 0.00098615 0.000345328 0.000969492 0.000238456 0.000987032 0.000776462 0.000517098 0.00100284 0.00101235 0.00102467 0.000362995 0.000889298 0.000429421
internal_weight=0 2084 1964 265 1889 208 1788 125 120 1663 1569 1426 156 143 104
internal_count=2349 2084 1964 265 1889 208 1788 125 120 1663 1569 1426 156 143 104
is_linear=0
shrinkage=0.0032998


Tree=6138
num_leaves=16
num_cat=0
split_feature=4 15 3 15 14 1456 1210 160 51 3 50 4 4 160 4
split_gain=0.296582 0.472039 0.278089 0.335736 0.188412 0.158392 0.128029 0.1437 0.151567 0.180077 0.176739 0.118438 0.11077 0.0436701 0.00759157
threshold=0.30163500000000004 -0.42759999999999992 0.10812000000000001 -0.024814999999999997 0.076975000000000002 -0.15627999999999997 -0.081594999999999987 0.091625000000000026 0.078435000000000019 -0.13088999999999998 0.07826000000000001 0.42098500000000005 0.59999500000000017 0.11205000000000002 -0.0099999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 -4 5 -1 -7 8 9 -8 -10 -3 -2 -9 -15
right_child=1 11 3 -5 -6 6 7 13 10 -11 -12 -13 -14 14 -16
leaf_value=0.017468833955268291 0.014234346909104505 0.00048122250257736873 0.010374419101192453 -0.0084763741970460254 0.018264919616404803 0.015794494181749177 0.016312865384963252 0.017242466727963424 -0.00071509394848519509 0.0085431575708684437 0.0092045072415790335 -0.0098684671991466806 0.0044944461883084288 0.01304140145980784 0.0099019751534417076
leaf_weight=69 81 72 54 53 73 81 91 62 104 1294 99 55 57 52 52
leaf_count=69 81 72 54 53 73 81 91 62 104 1294 99 55 57 52 52
internal_value=0 0.00340696 0.00939533 0.00102032 0.0098477 0.00952404 0.00922432 0.00891988 0.00842443 0.00905496 0.00411369 -0.00398678 0.0102244 0.0136487 0.011489
internal_weight=0 265 2084 107 1977 1904 1835 1754 1588 1385 203 127 138 166 104
internal_count=2349 265 2084 107 1977 1904 1835 1754 1588 1385 203 127 138 166 104
is_linear=0
shrinkage=0.16829


Tree=6139
num_leaves=24
num_cat=0
split_feature=4 3 51 15 0 49 3 42 3 3 12 4 49 4 42 0 15 403 49 12 3 133 0
split_gain=6.7422 2.85225 0.738968 0.477766 0.577379 0.34083 0.321598 0.307655 0.565279 0.67324 0.295437 0.243276 0.19047 0.18412 0.162045 0.215281 0.207269 0.219746 0.146714 0.092593 0.118495 0.059466 0.08135
threshold=0.30163500000000004 -0.049204999999999992 0.095540000000000014 -0.42759999999999992 -0.11912999999999999 -0.06017999999999999 -0.080339999999999981 -0.011764999999999999 -0.0047649999999999993 0.08734500000000002 0.083425000000000013 -0.057539999999999994 -0.13220999999999997 0.59999500000000017 0.091010000000000021 -0.082234999999999989 0.091990000000000016 0.068400000000000002 0.11225500000000001 0.097360000000000016 -0.070494999999999988 0.091265000000000013 -0.077959999999999988
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=1 5 7 13 -5 12 10 -3 -9 -10 -7 -11 -1 -2 16 -16 17 -12 19 21 -21 22 -8
right_child=3 2 -4 4 -6 6 18 8 9 11 14 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0010625071663704255 0.00072043569484412143 0.0010661813597202701 0.00053777268294084325 0.0005878274974392433 0.0001388598315434339 0.00095862318255330616 0.0010221093756128264 0.00061339552303153494 0.0012188309633118324 0.00095949132930019815 0.0011853974073641449 0.00066496634621143822 0.00077834815283725045 0.00047299757845943732 0.0014330377874755646 0.0011518915606134141 0.0009821473441498467 0.00099429494607984246 0.00087759043457075528 0.0012658619270674632 0.001062312500772237 0.0009419527537540863 0.0011781967023542419
leaf_weight=54 81 74 89 56 71 82 163 93 60 55 703 72 52 57 57 67 75 75 52 53 88 68 52
leaf_count=54 81 74 89 56 71 82 163 93 60 55 703 72 52 57 57 67 75 75 52 53 88 68 52
internal_value=0 0.00104284 0.000807586 0.000483771 0.000337107 0.00110632 0.00111893 0.000875321 0.000824753 0.000929679 0.00115128 0.000792794 0.000923441 0.000618488 0.00116742 0.00128141 0.00115081 0.00116702 0.00104687 0.00106754 0.00113907 0.00103178 0.00106002
internal_weight=0 2084 443 265 127 1641 1535 354 280 187 1059 127 106 138 977 124 853 778 476 424 141 283 215
internal_count=2349 2084 443 265 127 1641 1535 354 280 187 1059 127 106 138 977 124 853 778 476 424 141 283 215
is_linear=0
shrinkage=0.0032998


Tree=6140
num_leaves=29
num_cat=0
split_feature=4 123 4 0 4 0 15 0 14 16 14 4 16 0 4 12 12 12 12 1213 12 49 42 15 4 42 43 0
split_gain=12.38 3.94574 1.95417 1.42675 3.86296 1.5119 1.10493 0.8934 0.844855 1.15897 0.731091 0.670555 0.561074 0.322285 0.455641 0.485419 0.359659 0.282143 0.274946 0.274531 0.188179 0.149238 0.194123 0.178308 0.112139 0.0940897 0.0914737 0.0419849
threshold=0.30163500000000004 1.0000000180025095e-35 -0.03463999999999999 -0.10803999999999998 0.0047850000000000011 -0.06884499999999999 -0.088954999999999992 -0.17785499999999996 -0.41790499999999997 -0.49181999999999998 0.076175000000000007 0.005935000000000001 0.25761500000000009 -0.079604999999999995 -0.49269499999999994 0.086455000000000018 0.087245000000000003 -0.089089999999999989 0.089885000000000007 -0.096064999999999984 0.085425000000000015 -0.008964999999999999 0.08733500000000001 -0.012074999999999997 0.056815000000000011 0.090375000000000025 -0.0040649999999999983 -0.086409999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 11 -6 -2 -9 -10 13 21 -7 19 16 -16 -15 -3 -13 -1 27 23 -23 -5 -20 -22 -17 -21
right_child=7 17 3 5 6 12 -8 8 9 -11 -12 18 -14 14 15 26 -18 -19 24 20 25 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0015947080895089864 0.00080289702922098447 0.00083880190837518336 0.00017547169288239755 0.0013753950089824495 0.0015022809950954721 0.00062117725655330572 0.00089861683115636734 0.00067206690549764477 0.00051222697122020795 -9.8918747767085736e-05 0.0017243003716603542 0.0012938958819435945 0.0010825372370758101 0.0016425153157558397 0.0009505240375497565 0.0013208130915585872 0.0012679075239637116 0.00052908136636199406 0.0011273968959121534 0.0013165096108971534 0.0013771995009212224 0.0014525139783939745 0.0012573484322452272 0.0011235665254354134 0.00091308972085807187 0.0015211336317521344 0.0012087027251421996 0.0011763003020008719
leaf_weight=70 65 60 57 70 67 53 66 63 68 67 57 60 64 61 59 216 54 71 53 57 230 212 80 59 60 71 144 54
leaf_count=70 65 60 57 70 67 53 66 63 68 67 57 60 64 61 59 216 54 71 53 57 230 212 80 59 60 71 144 54
internal_value=0 0.00122636 0.00126318 0.00114963 0.000894915 0.00121765 0.00120298 0.000466797 0.000356283 0.000208657 0.0013585 0.00128531 0.000873846 0.00133795 0.00128133 0.00123031 0.00146692 0.000671207 0.00111122 0.0014006 0.00136753 0.00135676 0.00139916 0.00126049 0.00101392 0.00141127 0.00127607 0.00124862
internal_weight=0 2105 1974 901 190 711 133 263 198 135 1073 594 117 1016 534 419 115 131 173 482 412 421 292 129 113 301 360 111
internal_count=2368 2105 1974 901 190 711 133 263 198 135 1073 594 117 1016 534 419 115 131 173 482 412 421 292 129 113 301 360 111
is_linear=0
shrinkage=0.0032998


Tree=6141
num_leaves=24
num_cat=0
split_feature=15 12 13 12 13 457 151 52 12 15 12 151 11 51 49 15 13 1213 15 15 12 403 52
split_gain=16.6065 5.7216 2.06561 1.98843 1.09319 0.834078 0.801966 0.772907 0.709335 0.688613 0.601468 0.43571 0.543055 0.368592 0.32534 0.257801 0.252293 0.225701 0.22567 0.206059 0.138055 0.0654883 0.0614878
threshold=-0.24269999999999997 0.077755000000000005 -0.0044799999999999987 0.093270000000000006 -0.099939999999999987 0.086800000000000016 -1.0000000180025095e-35 0.12066000000000002 -0.08947999999999999 -0.42759999999999992 0.11844 -0.088054999999999981 1.0000000180025095e-35 -0.095799999999999982 -0.046019999999999998 -0.036064999999999993 0.095655000000000018 -0.096064999999999984 0.080840000000000009 -0.066639999999999991 0.092295000000000002 -0.121015 -0.085464999999999985
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=7 2 8 11 -5 6 -4 9 -2 -1 16 -3 13 -13 -10 -8 18 -15 19 -6 -19 -20 -17
right_child=1 3 5 4 10 -7 15 -9 14 -11 -12 12 -14 17 -16 22 -18 20 21 -21 -22 -23 -24
leaf_value=0.00039812914252911952 0.00096371256407196397 0.001282594372166476 0.00093188157525595839 0.00080703695088324423 0.0013278220060344685 0.00081017321634533116 0.0015846629518358408 0.00067659009042663192 0.00037696912911267368 -5.9796332374387251e-05 0.0010428280399367635 0.0012317316427972772 0.0018019659975039585 0.0016869294590306835 0.0007429104470917762 0.0013849334512901926 0.0015134727864742558 0.0014866511023192168 0.0012979199901122992 0.0011139413952374136 0.0016671108622616599 0.0014385935265327566 0.001216245792222287
leaf_weight=86 85 93 55 52 123 52 54 52 54 61 81 54 71 80 53 53 89 728 58 87 53 140 54
leaf_count=86 85 93 55 52 123 52 54 52 54 61 81 54 71 80 53 53 89 728 58 87 53 140 54
internal_value=0 0.00132677 0.000999839 0.00141475 0.00126708 0.00118722 0.00127782 0.000330524 0.000738107 0.000207866 0.00130841 0.00150093 0.00152149 0.00149969 0.000558559 0.00139578 0.00135162 0.00151645 0.00131623 0.00123938 0.00149894 0.00139756 0.00130013
internal_weight=0 2169 460 1709 630 268 216 199 192 147 578 1079 986 915 107 161 497 861 408 210 781 198 107
internal_count=2368 2169 460 1709 630 268 216 199 192 147 578 1079 986 915 107 161 497 861 408 210 781 198 107
is_linear=0
shrinkage=0.0032998


Tree=6142
num_leaves=25
num_cat=0
split_feature=4 10 0 16 48 0 150 474 47 4 16 4 3 4 3 1213 0 52 475 16 16 159 3 16
split_gain=0.348804 0.376121 0.279229 0.518737 0.369949 0.424206 0.234343 0.192928 0.190426 0.286696 0.232408 0.179527 0.130559 0.108543 0.195862 0.106511 0.102929 0.120346 0.0850624 0.0796142 0.120754 0.100653 0.0568271 0.0337012
threshold=-0.03463999999999999 -0.092019999999999977 -0.097074999999999981 -0.053214999999999991 0.10168500000000001 -0.17785499999999996 0.10874500000000002 1.0000000180025095e-35 0.08265500000000002 -0.47860499999999995 -0.088204999999999992 -0.13833499999999996 -0.069909999999999986 0.26790000000000008 -0.018739999999999996 -0.09280999999999999 -0.088484999999999994 0.085310000000000011 -0.085444999999999979 -0.14251999999999995 -0.071044999999999983 0.042925000000000005 -0.077774999999999983 -0.092049999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 18 8 9 -1 16 -12 15 14 -7 -13 -11 -18 -4 22 23 -22 -20 -21
right_child=1 2 6 -5 -6 13 -8 -9 -10 10 11 12 -14 -15 -16 -17 17 -19 19 20 21 -23 -24 -25
leaf_value=0.021224390065067492 -0.0051255242218929123 0.023055914282303174 0.0043629773835953409 -0.0048828104853381902 -0.0035642796815176935 0.005231551333131898 0.022052921111258752 0.02082046712177037 0.0027110042267428662 0.011209461021525969 0.0015032166214970024 0.016750775631657562 0.017696879532503242 0.001056828824922884 0.01809349256888176 0.0094045869423984799 0.014267019904959131 0.024705765971397807 0.011221433589628498 0.013918844486657844 0.0091691792922296931 0.01515666950759724 0.0037734054704957297 0.020110091121610576
leaf_weight=102 53 69 61 98 54 90 53 80 57 60 60 64 77 52 54 488 61 67 52 54 336 106 68 52
leaf_count=102 53 69 61 98 54 90 53 80 57 60 60 64 77 52 54 488 61 67 52 54 336 106 68 52
internal_value=0 0.00872626 0.00934006 0.00581418 0.00910603 0.0116947 0.0112179 0.0128259 0.0122068 0.0127579 0.0117711 0.0103334 0.0111729 0.0076859 0.0100673 0.0102596 0.0170305 0.0197451 0.0104277 0.0109789 0.0118434 0.0106092 0.00701586 0.016973
internal_weight=0 1252 1199 417 319 265 782 1116 1036 979 877 689 629 196 144 552 188 128 729 668 548 442 120 106
internal_count=2368 1252 1199 417 319 265 782 1116 1036 979 877 689 629 196 144 552 188 128 729 668 548 442 120 106
is_linear=0
shrinkage=0.16829


Tree=6143
num_leaves=25
num_cat=0
split_feature=1 52 13 39 1 48 42 1 2 13 52 160 13 2 15 160 13 52 130 150 1 50 52 2
split_gain=20.7985 5.4584 1.61527 1.76315 1.39521 1.59382 1.28304 1.23548 1.11126 1.13515 0.681982 0.575493 0.515197 0.39219 0.354785 0.317327 0.299435 0.296755 0.229975 0.205668 0.0518178 0.0352699 0.0330958 0.0330696
threshold=0.10335000000000001 -0.42113499999999993 -0.10278499999999999 0.087880000000000014 0.089625000000000024 0.081275000000000014 0.082755000000000009 0.13332000000000002 0.10836000000000003 -0.14545999999999995 0.40674500000000008 -0.079999999999999988 -0.016289999999999995 0.084305000000000005 -0.088184999999999986 -0.015394999999999997 -0.050754999999999995 -0.053514999999999993 0.087380000000000013 0.088985000000000009 0.07677500000000001 0.088280000000000011 0.087555000000000008 0.11756000000000001
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=4 -2 7 6 8 11 14 -3 9 -1 13 -6 23 15 -4 -11 -13 -5 19 -15 -17 -18 -20 -10
right_child=1 2 3 17 5 -7 -8 -9 12 10 -12 16 -14 18 -16 20 21 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0023372683430328963 0.0019160587892209681 0.00093953288779325805 0.00091381042035171614 0.00090338325445363731 0.0014288803506276413 0.0012231015908140261 0.0015866504298399711 0.00026544786494920702 0.0016738911246975228 0.0017792938662010468 0.0015446175561266895 0.0016659310599893057 0.0013804853083070063 0.0018741452766321645 0.001240712787686019 0.0021014863053185127 0.0018616338880333219 0.00058117981468734962 0.0016605480408949478 0.0016726380278914608 0.0019839328780599679 0.0019943851336036182 0.0017746182940038247 0.001807674874824344
leaf_weight=54 69 57 93 57 56 91 69 62 56 69 78 94 76 664 61 103 68 71 84 64 102 52 66 52
leaf_count=54 69 57 93 57 56 91 69 62 56 69 78 94 76 664 61 103 68 71 84 64 102 52 66 52
internal_value=0 0.00104892 0.000921544 0.00103431 0.00178666 0.0016021 0.00121174 0.000588625 0.00183202 0.00186655 0.00184586 0.0017297 0.00159089 0.00186622 0.00104353 0.00197685 0.00180826 0.000724936 0.00183166 0.00185648 0.00204317 0.00191945 0.00171097 0.00173863
internal_weight=0 539 470 351 1829 361 223 119 1468 1284 1230 270 184 1152 154 274 214 128 878 728 205 120 150 108
internal_count=2368 539 470 351 1829 361 223 119 1468 1284 1230 270 184 1152 154 274 214 128 878 728 205 120 150 108
is_linear=0
shrinkage=0.0032998


Tree=6144
num_leaves=19
num_cat=0
split_feature=31 4 49 3 10 1 3 52 15 1212 1212 2 50 4 130 1429 4 12
split_gain=0.302812 0.298049 0.462124 0.292041 0.223653 0.200833 0.453168 0.193753 0.260047 0.176522 0.169632 0.212291 0.15408 0.191762 0.139413 0.12895 0.0842586 0.0667616
threshold=-0.051829999999999994 -0.032764999999999996 -1.0000000180025095e-35 -0.15078499999999997 -0.012544999999999999 0.13840500000000003 0.11924500000000002 0.10096500000000001 0.089150000000000021 0.11137000000000001 0.037395000000000005 0.084425000000000014 0.089465000000000017 -0.15450999999999995 -0.0060099999999999989 0.087865000000000013 -0.079939999999999983 0.096150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 14 9 -9 10 12 -12 13 -4 -6 -16 -14 -10
right_child=1 3 7 4 5 -7 -8 8 17 -11 11 -13 16 -15 15 -17 -18 -19
leaf_value=-0.0013534764330005581 0.026500985548614672 -0.0028976011806730846 0.016204765610115836 -0.0013172188545681133 0.0016005795550740065 0.019786861508550073 -0.0034480746809138307 -0.0019658448095311335 0.013518070839392297 0.0032466033377466881 0.026808652792695589 0.013257562256511198 0.022733678125647222 0.0088696518192701839 0.01110483542500804 0.0025815173938418963 0.013332722022244451 0.006794679300310782
leaf_weight=64 62 60 142 55 52 53 75 63 99 52 56 81 54 358 856 54 57 75
leaf_count=64 62 60 142 55 52 53 75 63 99 52 56 81 54 358 856 54 57 75
internal_value=0 0.0103574 0.0123653 0.00852462 0.00912473 0.00965327 0.00913362 0.0115184 0.00727444 0.0127734 0.0134333 0.0188098 0.0122249 0.0109564 0.0101164 0.010601 0.0179223 0.0106304
internal_weight=0 2304 1099 1205 1145 1090 1037 1037 237 800 748 137 611 500 962 910 111 174
internal_count=2368 2304 1099 1205 1145 1090 1037 1037 237 800 748 137 611 500 962 910 111 174
is_linear=0
shrinkage=0.16829


Tree=6145
num_leaves=22
num_cat=0
split_feature=4 123 13 4 10 158 0 4 13 13 11 4 0 0 0 0 0 51 52 4 0
split_gain=22.5818 4.33524 2.85511 1.68683 1.12127 0.675202 0.613223 0.648144 0.795308 0.585003 0.564935 0.550882 1.37944 0.47616 0.376369 0.363393 0.220275 0.200007 0.119984 0.112129 0.0282711
threshold=0.30163500000000004 0.081180000000000016 -0.16392499999999996 0.005935000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.060199999999999997 -0.37626499999999991 -0.016289999999999995 -0.061199999999999991 0.077415000000000012 -0.086179999999999993 -0.11208499999999998 -0.069389999999999993 -0.10120999999999998 -0.088004999999999986 -0.07409499999999998 -0.085504999999999984 0.085540000000000019 0.11057000000000002 -0.093384999999999982
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 2 -1 6 -2 14 11 10 -9 -6 -8 15 -13 -3 19 -4 -16 -14 -17 -5 -11
right_child=4 13 3 5 9 -7 7 8 -10 20 -12 12 17 -15 16 18 -18 -19 -20 -21 -22
leaf_value=0.00052364380077031156 -0.0003547675553184018 0.00069350009815095156 0.0016520748337337128 0.00064015412521846004 3.5368051979552696e-06 0.0012163245418907885 0.0014069542016441933 0.0011573281724872935 0.00057817063934264927 0.00040924347173432434 0.00098143767424980479 0.00074027707259248152 0.0013979542884876549 0.00028567949820104449 0.0011121583351628177 0.0012360455316019585 0.00086604237397717055 0.0012338428306010393 0.0014422033681462595 0.00085392751835112037 0.00029819548032051038
leaf_weight=77 52 75 52 60 99 92 76 52 52 55 63 62 92 54 82 78 81 983 57 52 53
leaf_count=77 52 75 52 60 99 92 76 52 52 55 63 62 92 54 82 78 81 983 57 52 53
internal_value=0 0.00110997 0.0011476 0.00117242 7.81861e-05 0.00097058 0.00121967 0.0010663 0.000868088 0.000187118 0.00121435 0.00124779 0.00122027 0.000523058 0.000888239 0.00141495 0.000990071 0.00124792 0.00132335 0.000739721 0.000355074
internal_weight=0 2140 2011 1934 259 367 1567 243 104 207 139 1324 1137 129 275 187 163 1075 135 112 108
internal_count=2399 2140 2011 1934 259 367 1567 243 104 207 139 1324 1137 129 275 187 163 1075 135 112 108
is_linear=0
shrinkage=0.0032998


Tree=6146
num_leaves=27
num_cat=0
split_feature=1 1 10 16 12 2 12 42 1 52 12 12 52 2 160 52 1 51 480 42 42 2 1186 12 42 400
split_gain=18.9881 3.42471 1.98676 1.66597 1.20084 0.738573 1.33189 0.62665 0.604072 0.600763 0.517048 0.445504 0.41758 0.27872 0.255425 0.48756 0.238374 0.418876 0.249065 0.214787 0.387771 0.139574 0.133024 0.0710551 0.114483 0.0287573
threshold=0.12450500000000002 0.10124500000000002 -0.011239999999999998 0.50597000000000014 0.089605000000000018 0.14307 -1.0000000180025095e-35 -0.0015249999999999999 0.091275000000000009 -0.08130999999999998 0.094085000000000016 0.11461500000000001 -0.080064999999999983 0.091250000000000012 0.025410000000000002 0.089450000000000016 0.082615000000000008 0.105285 0.08610000000000001 0.065960000000000019 0.088950000000000015 0.11657500000000001 1.0000000180025095e-35 0.093765000000000015 -0.09547499999999999 -0.077004999999999976
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 7 -2 4 12 6 -4 13 11 -10 -11 16 -3 22 15 -15 17 18 -9 -18 -21 -14 23 24 -1 -26
right_child=2 3 5 -5 -6 -7 -8 8 9 10 -12 -13 21 14 -16 -17 19 -19 -20 20 -22 -23 -24 -25 25 -27
leaf_value=0.0014806149868647649 -0.00010821206978617059 0.00073137962033185033 0.00044815503743355793 0.0016576329421626164 0.0013954379285601372 0.00030902829693692165 0.0011496695233758291 0.0015405582573443039 0.0016118471253002845 0.0010361631601677537 0.0014551666239032025 0.0012104526844000957 0.0011274554474641745 0.001286659424226753 0.0017155805281923685 0.0016481319734548748 0.001762763893901817 0.0012144135442814538 0.0013105616173253872 0.0013463227417928 0.0017417607968424427 0.00091865515965092539 0.0018284501942811501 0.0017507313764450543 0.0015899837245305444 0.0016879615717121483
leaf_weight=58 52 70 64 65 91 55 55 657 52 87 52 52 89 91 55 76 83 53 58 58 53 62 52 60 68 131
leaf_count=58 52 70 64 65 91 55 55 657 52 87 52 52 89 91 55 76 83 53 58 58 53 62 52 60 68 131
internal_value=0 0.00146238 0.000457162 0.00117604 0.0010756 0.000626326 0.00077268 0.00152247 0.00147894 0.00130734 0.00119317 0.00151123 0.000943743 0.00161115 0.00151699 0.00145137 0.00152745 0.00150077 0.00152195 0.00163289 0.00153545 0.00104196 0.0016677 0.00164122 0.00161552 0.00165466
internal_weight=0 2173 226 377 312 174 119 1796 1205 191 139 1014 221 591 222 167 962 768 715 194 111 151 369 317 257 199
internal_count=2399 2173 226 377 312 174 119 1796 1205 191 139 1014 221 591 222 167 962 768 715 194 111 151 369 317 257 199
is_linear=0
shrinkage=0.0032998


Tree=6147
num_leaves=19
num_cat=0
split_feature=4 40 3 3 0 0 124 15 0 3 0 13 4 13 4 484 12 4
split_gain=15.4076 3.72498 2.77681 1.20874 1.08633 0.580129 0.531893 0.459905 0.410474 1.3749 1.07349 0.408762 0.246241 0.614412 0.244786 0.204046 0.179438 0.0864948
threshold=0.30163500000000004 -0.026419999999999996 0.11372500000000001 0.31400500000000003 -0.066264999999999991 -0.061654999999999995 -0.082254999999999981 -0.42759999999999992 -0.14989499999999997 0.085315000000000016 -0.10566999999999999 0.10068000000000001 -0.38908499999999996 -0.032264999999999995 0.060575000000000011 -0.078494999999999995 0.08623500000000002 -0.039459999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 8 6 -1 -2 9 -3 -10 12 16 17 15 -12 -6 -14
right_child=3 2 -4 -5 11 -7 -8 -9 10 -11 14 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00089984980841495443 0.00087653320423281141 0.0021314587279177614 0.00093620087766225178 0.00017190593858024887 0.0016635795774978003 0.00072620089077242986 0.0013537228736878787 0.00056003124925829554 0.0011975186924348213 0.0014027034560035823 0.0014673225345522712 0.0010773929601304829 0.0015463842292345608 0.0010288052711562414 0.0013716542695424083 0.0015920250671719223 0.0013833425099008235 0.0013573709597016646
leaf_weight=57 100 54 94 57 53 61 57 102 94 60 174 53 60 55 71 1088 52 57
leaf_count=57 100 54 94 57 53 61 57 102 94 60 174 53 60 55 71 1088 52 57
internal_value=0 0.00144948 0.0014906 0.000597087 0.00151843 0.000987556 0.0011271 0.00071689 0.00155537 0.00174821 0.00153994 0.00134582 0.00139705 0.00131865 0.00156406 0.00157486 0.00152513 0.0014546
internal_weight=0 2140 1965 259 1871 175 114 202 1541 114 1427 330 277 172 1333 1262 105 117
internal_count=2399 2140 1965 259 1871 175 114 202 1541 114 1427 330 277 172 1333 1262 105 117
is_linear=0
shrinkage=0.0032998


Tree=6148
num_leaves=15
num_cat=0
split_feature=3 48 4 47 13 16 4 51 4 0 1446 47 16 47
split_gain=0.586421 0.395859 0.203108 0.178016 0.173935 0.165988 0.189238 0.228496 0.181512 0.241424 0.179559 0.101378 0.19676 0.0633501
threshold=0.31534000000000006 0.13624500000000003 -0.51003499999999991 0.077555000000000013 -0.07236999999999999 -0.51433499999999988 0.014585000000000002 0.11548000000000001 0.055260000000000011 -0.11796999999999999 0.083225000000000007 0.11170500000000001 -0.083104999999999984 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 13 -4 7 10 -8 -10 -7 12 -6 -5
right_child=-2 -3 3 4 11 6 8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0011549896458126732 -0.0044561974768364205 -0.0040802989564053512 0.018074954193915364 0.014137913442838088 0.014137987595063161 0.011808486546556324 -0.0017310691918321801 0.0010828840647772006 0.018374405190940558 0.0058486514695191005 0.0048996711319288658 0.012285467680897682 0.028537195857625697 0.0066184797253593507
leaf_weight=63 79 53 75 61 54 1307 63 66 54 231 117 52 55 69
leaf_count=63 79 53 75 61 54 1307 63 66 54 231 117 52 55 69
internal_value=0 0.0102724 0.0106087 0.0108781 0.0147702 0.0102851 0.00996627 0.0107933 0.00642011 0.00822826 0.0112421 0.018481 0.0214201 0.0101606
internal_weight=0 2320 2267 2204 291 1913 1838 1490 348 285 1424 161 109 130
internal_count=2399 2320 2267 2204 291 1913 1838 1490 348 285 1424 161 109 130
is_linear=0
shrinkage=0.16829


Tree=6149
num_leaves=23
num_cat=0
split_feature=1 1 39 14 16 3 3 1 52 1 4 3 43 16 16 3 16 13 133 3 13 475
split_gain=15.1297 2.99038 2.21346 1.36268 1.17969 1.10213 1.18295 0.884679 0.645338 0.578621 0.43644 0.382139 0.364012 0.328971 0.279867 0.261062 0.394171 0.357517 0.258804 0.296827 0.21326 0.0493167
threshold=0.11130500000000002 0.13662500000000002 0.081875000000000017 0.076975000000000002 0.12292000000000002 -0.12077499999999998 -0.072419999999999984 0.092655000000000015 -0.14198999999999998 0.15067500000000003 0.024315000000000003 0.10323000000000002 0.0049250000000000014 -0.42372999999999994 0.052915000000000011 -0.0035149999999999995 -0.027864999999999997 -0.016289999999999995 -0.16322499999999998 -0.079954999999999984 -0.09330999999999999 -0.014939999999999997
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 4 3 5 10 8 12 -4 -1 -3 -2 15 14 -12 20 17 -17 -8 -14 -20 -7 -16
right_child=1 9 7 -5 -6 6 11 -9 -10 -11 13 -13 18 -15 21 16 -18 -19 19 -21 -22 -23
leaf_value=0.0012595838252568311 0.00087113776657344461 0.00031491277558773009 0.0011468870634917733 0.0017521508265179253 0.0011605449212181091 0.0011829841802097943 0.0012131970730675304 0.0006058619073862567 0.00081568561700735972 -0.0001215353873985078 0.00066125276036347908 0.00090795239637937101 0.0013460332129557665 0.00034046965478192983 0.0013226158834898072 0.0011011034157542292 0.0015117347539157948 0.00093002887110198921 0.00090458437884422872 0.0012479145188581144 0.0013893021463618109 0.0011939030687905395
leaf_weight=58 57 85 57 62 58 61 125 79 95 54 85 77 73 60 53 52 52 82 52 61 831 130
leaf_count=58 57 85 57 62 58 61 125 79 95 54 85 77 73 60 53 52 52 82 52 61 831 130
internal_value=0 0.000536119 0.00124004 0.00126972 0.000745026 0.00125311 0.00127803 0.000832874 0.000984191 0.000145104 0.000625544 0.00111813 0.00132721 0.000528758 0.00135078 0.00117005 0.00130676 0.00110119 0.00119082 0.00109023 0.00137523 0.00123137
internal_weight=0 399 2000 1864 260 1802 1649 136 153 139 202 388 1261 145 1075 311 104 207 186 113 892 183
internal_count=2399 399 2000 1864 260 1802 1649 136 153 139 202 388 1261 145 1075 311 104 207 186 113 892 183
is_linear=0
shrinkage=0.0032998


Tree=6150
num_leaves=19
num_cat=0
split_feature=1 3 1 12 1 12 15 15 13 3 16 16 150 1 0 3 42 42
split_gain=14.7005 3.23916 1.31511 1.11104 1.19462 1.17029 0.940471 0.826058 0.525631 0.610435 0.455022 0.339013 0.278009 0.257235 0.232407 0.259475 0.183345 0.109217
threshold=0.104035 -0.058704999999999993 0.11695500000000002 0.11769500000000001 0.089790000000000023 0.088395000000000015 -0.094269999999999979 -0.40992999999999996 -0.13033499999999998 -0.11756999999999999 -0.013024999999999998 0.30714500000000006 0.07536000000000001 0.11654500000000001 -0.067329999999999987 -0.070649999999999977 0.096575000000000008 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 12 4 8 10 -2 -4 -1 -10 -6 14 -3 -8 15 -11 17 -7
right_child=1 2 7 -5 5 16 13 -9 9 11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0018133971184679878 0.0008329692311539569 0.0010317425795861675 0.0006928624005181431 0.0010409363209149889 0.00092716674133341609 0.001506503931200653 0.0014929813210499856 0.00026673527174402337 0.0012441421676671421 0.0015534858134753347 0.001297105154737962 0.0013342780470380045 0.00071884923826174814 0.0011837559590432366 0.0017092734813825973 0.0013929731328303149 0.0016566772388961384 0.0012986388765170679
leaf_weight=69 54 76 97 63 83 70 69 102 86 970 66 89 54 54 94 129 53 52
leaf_count=69 54 76 97 63 83 70 69 102 86 970 66 89 54 54 94 129 53 52
internal_value=0 0.0008375 0.000643619 0.00147338 0.00148883 0.00130708 0.00119768 0.000474623 0.00152978 0.00151545 0.00109127 0.00153362 0.000902043 0.00135751 0.00154846 0.00153468 0.00149062 0.00141819
internal_weight=0 506 329 1824 1761 324 177 199 1437 1368 149 1282 130 123 1193 1099 175 122
internal_count=2330 506 329 1824 1761 324 177 199 1437 1368 149 1282 130 123 1193 1099 175 122
is_linear=0
shrinkage=0.0032998


Tree=6151
num_leaves=24
num_cat=0
split_feature=1 3 4 1 1 0 0 3 15 3 3 4 3 15 1 158 51 50 15 4 52 13 1446
split_gain=17.7577 4.18049 1.6976 1.13822 1.09039 1.53692 1.12636 0.769565 0.636322 0.526653 0.519518 0.454171 0.605753 0.40044 0.326613 0.309537 0.295599 0.280066 0.241787 0.230234 0.131197 0.193002 0.108081
threshold=0.10538500000000002 -0.049204999999999992 0.30163500000000004 0.11695500000000002 0.089840000000000017 -0.098179999999999976 0.076335000000000014 0.30835000000000007 -0.087044999999999997 0.0075150000000000008 1.0000000180025095e-35 -0.14538499999999996 -0.073629999999999987 -0.021954999999999999 0.096860000000000016 0.080150000000000013 -0.093639999999999987 0.089465000000000017 0.086555000000000007 -0.013324999999999998 1.0000000180025095e-35 -0.079299999999999995 0.085400000000000018
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 19 9 6 -6 8 10 15 -3 -5 -10 16 -7 17 20 -13 -15 -14 -2 21 -1 -18
right_child=1 3 -4 7 5 13 -8 -9 11 -11 -12 12 18 14 -16 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0016951010437506796 0.0016116640546465215 0.00058218847267096712 0.0007873944769558153 0.0003570216089404333 0.00098017575236824346 0.0012739128617720418 0.001114621370195647 0.00014624548342710966 0.0017915573825066551 0.0010284873786543436 0.00079115244740171977 0.0013275443654934243 0.0012125766240576254 0.0012798715321270511 0.0017542447730880273 0.0019089268928072086 0.0015603215794174844 0.0016056636729073993 0.0014651483372730659 0.0013063681327829708 0.0017618232215214206 0.0014601972285010992 0.0017125459805771553
leaf_weight=94 56 52 65 59 91 75 61 71 73 66 62 60 86 54 65 67 752 66 85 56 84 70 60
leaf_count=94 56 52 65 59 91 75 61 71 73 66 62 60 86 54 65 67 752 66 85 56 84 70 60
internal_value=0 0.000807988 0.00121277 0.000576755 0.00151665 0.00135041 0.00155574 0.000419633 0.00157452 0.000832112 0.00057976 0.00153723 0.00151939 0.00147985 0.00156315 0.00170651 0.00155486 0.00145935 0.00133833 0.00145933 0.00165168 0.00159505 0.00157161
internal_weight=0 487 177 310 1843 351 1492 192 1431 118 121 1116 1043 260 185 315 872 120 171 112 248 164 812
internal_count=2330 487 177 310 1843 351 1492 192 1431 118 121 1116 1043 260 185 315 872 120 171 112 248 164 812
is_linear=0
shrinkage=0.0032998


Tree=6152
num_leaves=17
num_cat=0
split_feature=2 2 3 4 12 42 3 4 52 52 3 12 12 3 1453 159
split_gain=0.67547 0.432725 0.297797 0.256399 0.231013 0.218952 0.130259 0.325665 0.272203 0.320769 0.210116 0.202999 0.25458 0.268014 0.146553 0.121116
threshold=0.12454500000000002 -1.0000000180025095e-35 -0.008649999999999998 0.50569000000000008 0.10508500000000001 0.11776500000000001 -0.097224999999999992 -0.46376499999999993 0.081680000000000016 -0.14794999999999997 -0.13392999999999997 0.084160000000000013 0.083785000000000012 0.11745500000000002 -1.0000000180025095e-35 0.042925000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 8 -8 9 -3 -11 12 13 -9 -13 -16
right_child=3 5 -4 -5 -6 -7 7 11 -10 10 -12 14 -14 -15 15 -17
leaf_value=0.0082973429588512355 0.010004875386979117 0.013518122197109529 -0.0072601043617243136 -0.008042029064660899 -0.0038972620520726213 0.020796905273861608 0.024975058914151766 0.01228522775493387 0.017361951077690476 0.0064402456977561157 -0.0065514307489742529 0.020926337226465627 -0.0025917088220838063 0.00033572753281079323 0.011753847506631981 0.017831353777710099
leaf_weight=92 93 86 56 61 53 75 54 280 71 77 65 60 52 66 985 104
leaf_count=92 93 86 56 61 53 75 54 280 71 77 65 60 52 66 985 104
internal_value=0 0.0111907 0.0023986 0.00110986 0.0049459 0.0118487 0.0114945 0.0120991 0.0082512 0.0054062 0.0004807 0.0116485 0.00835993 0.010011 0.0127861 0.0123359
internal_weight=0 2123 148 207 146 1975 1900 1601 299 228 142 1547 398 346 1149 1089
internal_count=2330 2123 148 207 146 1975 1900 1601 299 228 142 1547 398 346 1149 1089
is_linear=0
shrinkage=0.16829


Tree=6153
num_leaves=26
num_cat=0
split_feature=1 131 12 13 16 0 0 16 11 151 42 49 133 47 49 12 12 12 43 159 16 43 1213 43 43
split_gain=0.475421 0.436655 0.250198 0.20761 0.385905 0.275834 0.18363 0.269418 0.198966 0.182655 0.286355 0.31277 0.186342 0.173983 0.165204 0.161873 0.413851 0.285212 0.109312 0.0971854 0.0949318 0.0892342 0.0715305 0.0372273 0.0460691
threshold=0.12007000000000002 0.090280000000000013 0.084555000000000005 0.039845000000000012 0.034535000000000003 -0.07385499999999999 -0.087539999999999993 -0.016079999999999994 0.086080000000000018 -0.029339999999999995 0.085790000000000019 0.076585000000000014 0.084675000000000014 0.091210000000000013 0.10311000000000002 0.091735000000000025 0.093670000000000017 0.090465000000000004 -0.071349999999999983 0.04105000000000001 -0.15796999999999997 -1.0000000180025095e-35 -0.088064999999999991 0.0035900000000000007 -0.080884999999999985
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=2 13 3 4 5 9 7 20 14 12 11 -11 -1 21 15 17 -17 22 -18 -6 -4 -2 -8 24 -22
right_child=1 -3 6 -5 19 -7 8 -9 -10 10 -12 -13 -14 -15 -16 16 18 -19 -20 -21 23 -23 -24 -25 -26
leaf_value=0.017482880565268571 -0.0012803864186325649 0.014221879877020132 0.015395953799965847 -0.0021857056675377582 0.020683065304195881 -0.0059903725897098165 0.0051822113431988044 0.021715306201771825 -0.00028659530323358907 -0.0025394460639667133 0.014190390039645111 0.012564365865508931 0.0048265404164382179 0.0052720298278690391 0.0032759780032063108 0.022367499163596628 0.014248522091392751 -0.00090551830443703928 0.0078815947136627196 0.010886831486812713 0.0065744662356521594 -0.010468606199305581 0.01128999028034189 0.0053194514190388325 0.013101483081052776
leaf_weight=76 55 56 102 68 64 53 66 92 56 153 64 52 59 52 95 103 120 76 217 54 52 67 341 57 80
leaf_count=76 55 56 102 68 64 53 66 92 56 153 64 52 59 52 95 103 120 76 217 54 52 67 341 57 80
internal_value=0 0.00129111 0.00935969 0.00658716 0.00762777 0.0054065 0.010582 0.0137561 0.00944845 0.00690608 0.00436058 0.001283 0.0119649 -0.00286019 0.00998574 0.0106744 0.0130172 0.00853643 0.0101541 0.0162153 0.0112336 -0.0063411 0.010304 0.00897774 0.0105438
internal_weight=0 230 2100 643 575 457 1457 383 1074 404 269 205 135 174 1018 923 440 483 337 118 291 122 407 189 132
internal_count=2330 230 2100 643 575 457 1457 383 1074 404 269 205 135 174 1018 923 440 483 337 118 291 122 407 189 132
is_linear=0
shrinkage=0.16829


Tree=6154
num_leaves=24
num_cat=0
split_feature=3 3 39 3 11 11 3 133 3 3 40 39 16 3 16 52 16 3 16 52 52 1185 402
split_gain=11.6152 3.34697 2.61238 0.792853 0.742082 0.873846 0.969891 0.591933 0.561559 0.413165 0.359779 0.420792 0.252693 0.23246 0.244278 0.208089 0.204032 0.176011 0.139895 0.204463 0.121335 0.0754185 0.0791504
threshold=-0.06340999999999998 0.31370500000000007 0.081875000000000017 0.11745500000000002 0.086080000000000018 1.0000000180025095e-35 -0.10237999999999998 0.087485000000000021 0.06269000000000001 -0.081184999999999993 -0.07334499999999998 0.089200000000000015 -0.042349999999999992 -0.080634999999999984 0.23993500000000004 -0.082554999999999976 -0.07662999999999999 -0.075849999999999987 -0.019749999999999993 -0.0082999999999999984 -0.017224999999999997 0.084795000000000009 0.085345000000000018
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 8 5 6 16 10 12 18 11 -4 -2 -11 17 -10 -1 -15 21 20 -20 22 -8
right_child=1 -3 7 -5 -6 -7 9 -9 15 13 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0013793266466679973 0.0013305604454343632 0.00036333137369626533 0.0010202167464724891 0.00097018761357651692 0.0012283313765968766 0.0018791126340882765 0.0015051438014585827 0.00056837417401739269 0.0016364988323596319 0.0012484294622687167 0.001149222695895634 0.00060181802342343306 0.0010257082447730338 0.0015808122921605978 0.0013258212361941864 0.0013768953371128985 0.0011188436157983299 0.0014367706535867869 0.001628943379932958 0.0018020550775345928 0.0014460043235489082 0.0016611972429971598 0.0016338145635540573
leaf_weight=63 61 82 53 81 101 72 358 77 60 53 52 53 61 227 91 85 74 171 207 66 54 58 70
leaf_count=63 61 82 53 81 101 72 358 77 60 53 52 53 61 227 91 85 74 171 207 66 54 58 70
internal_value=0 0.00098819 0.00107602 0.00125771 0.00150428 0.00152208 0.00150482 0.0008068 0.00134481 0.00153169 0.000922771 0.00081135 0.00117842 0.00146025 0.00148313 0.00148456 0.00123888 0.00151901 0.00157927 0.00163389 0.00159123 0.00154245 0.00152627
internal_weight=0 665 583 348 1665 1564 1492 235 267 1355 158 106 122 542 489 145 137 398 813 327 261 486 428
internal_count=2330 665 583 348 1665 1564 1492 235 267 1355 158 106 122 542 489 145 137 398 813 327 261 486 428
is_linear=0
shrinkage=0.0032998


Tree=6155
num_leaves=23
num_cat=0
split_feature=2 1 11 15 2 4 48 4 2 12 1213 132 0 1 484 2 2 12 4 13 2 4
split_gain=0.636608 0.326579 0.555939 0.335971 0.441708 0.317366 0.313439 0.428881 0.284738 0.285873 0.118362 0.137773 0.127704 0.112202 0.104694 0.135292 0.133844 0.0877137 0.0862885 0.093117 0.0488001 0.0433231
threshold=0.16730000000000003 0.080270000000000022 0.091795000000000015 -0.4680149999999999 0.087675000000000017 -0.087839999999999988 0.091635000000000008 0.098655000000000007 -1.0000000180025095e-35 0.085785000000000014 0.060985000000000004 0.096135000000000012 -0.088269999999999987 0.088950000000000015 0.085845000000000019 0.084495000000000015 0.085600000000000023 0.088635000000000005 -0.015104999999999999 -0.087759999999999991 0.089505000000000015 -0.077429999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 8 -6 7 -7 -5 -10 11 12 17 -11 15 -14 -17 18 -1 -20 -16 -12
right_child=-2 2 -4 4 5 6 -8 -9 9 13 21 -13 14 -15 20 16 -18 -19 19 -21 -22 -23
leaf_value=0.0067419566254091562 -0.0092815586102538428 0.016958901577949683 0.023220395249635966 7.9189089878204234e-05 0.0088587653936491682 -0.015534545554409456 0.0056325154444227081 0.0013402012008260082 0.019495402773328105 0.002911582065003289 0.017694770567818881 0.0028163257641498156 0.0014525328312312573 0.0097318842392328016 0.018514536469023325 0.016805266172117722 0.0088674051835061773 0.0188084827837996 0.0092672210025299302 0.017825349379882394 0.011084605726621849 0.011950831196180565
leaf_weight=60 53 77 58 99 100 80 92 91 76 89 99 62 61 306 52 69 506 80 62 90 52 64
leaf_count=60 53 77 58 99 100 80 92 91 76 89 99 62 61 306 52 69 506 80 62 90 52 64
internal_value=0 0.00935489 0.00718636 0.00626382 0.00537923 0.000785287 -0.00227765 -0.00654391 0.0083017 0.0100262 0.0111959 0.0105604 0.0110239 0.00819971 0.00983975 0.00902306 0.00982307 0.0140186 0.0122026 0.0143464 0.0148168 0.0154505
internal_weight=0 2325 1068 1010 933 363 263 171 570 471 1257 1094 1032 395 740 636 575 292 212 152 104 163
internal_count=2378 2325 1068 1010 933 363 263 171 570 471 1257 1094 1032 395 740 636 575 292 212 152 104 163
is_linear=0
shrinkage=0.16829


Tree=6156
num_leaves=10
num_cat=0
split_feature=2 52 1453 16 11 400 158 52 2
split_gain=0.440668 0.206965 0.234268 0.236488 0.19882 0.139353 0.136882 0.139751 0.0293872
threshold=0.16730000000000003 -0.53937999999999986 -0.077764999999999987 -0.53299999999999992 1.0000000180025095e-35 0.083760000000000015 -0.11929999999999998 -0.065699999999999981 0.10575500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 6 -5 -8 -1
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.01215656379520017 -0.0077195681490678106 0.016597733593048017 -0.0018885073852543078 -0.0011521322678692231 0.014717236967122307 0.015577687903599218 0.0045825695066198128 0.0079368720992228272 0.017506869173842629
leaf_weight=74 53 76 80 59 101 53 480 1349 53
leaf_count=74 53 76 80 59 101 53 480 1349 53
internal_value=0 0.00778303 0.00739968 0.0070694 0.00742123 0.00704066 0.00680005 0.00705756 0.0144035
internal_weight=0 2325 2198 2122 2042 1941 1888 1829 127
internal_count=2378 2325 2198 2122 2042 1941 1888 1829 127
is_linear=0
shrinkage=0.16829


Tree=6157
num_leaves=23
num_cat=0
split_feature=1 1 1 124 0 14 3 0 13 52 50 156 50 3 16 16 16 0 3 394 0 3
split_gain=12.473 1.87566 1.52388 1.05707 0.950618 0.703569 0.668955 0.459329 0.372245 0.349529 0.279718 0.235746 0.23133 0.417034 0.182759 0.127862 0.123599 0.205215 0.157623 0.121934 0.157944 0.0945399
threshold=0.111945 0.092860000000000012 0.13554500000000003 -1.0000000180025095e-35 -0.14076499999999997 0.062655000000000016 -0.022604999999999997 -0.079119999999999982 -0.085669999999999982 -0.45478499999999994 0.11657000000000002 0.090100000000000013 0.089465000000000017 -0.097094999999999987 0.058765000000000005 0.16141000000000003 0.23993500000000004 -0.073399999999999979 -0.078129999999999991 -0.084129999999999996 -0.13314999999999996 0.12991000000000003
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 5 6 -3 -5 7 14 10 -4 -9 11 19 13 -11 -2 -15 17 18 -6 -1 -21 -8
right_child=2 3 8 4 16 -7 21 9 -10 12 -12 -13 -14 15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0011717886300575927 0.00052006177866882684 0.00040094365696653425 -0.000167382642043374 0.00048288402697723609 0.0010951994374079135 0.0013313124666229615 0.00021700337489028682 0.0011516448180495136 0.00017569252329295389 0.00058654868072147918 0.00078712779504007066 0.00081836715670271707 0.0010570905920761801 0.00093367989153135143 0.00079144394154317011 0.00077667472273178445 0.0010502941931320867 0.00070422680665725495 0.00085070027422755974 0.00087042130216716316 0.0010479795750922235 0.0003978324125286616
leaf_weight=83 59 78 61 67 52 68 72 53 79 63 53 53 59 193 52 85 68 52 70 61 839 58
leaf_count=83 59 78 61 67 52 68 72 53 79 63 53 53 59 193 52 85 68 52 70 61 839 58
internal_value=0 0.000951695 0.000300032 0.00074507 0.000831823 0.00100134 0.000459099 0.000986766 2.59581e-05 0.000897829 0.00102373 0.0010358 0.00086411 0.000830618 0.000647513 0.000885801 0.000928285 0.0008804 0.000955202 0.00104749 0.00103598 0.000297952
internal_weight=0 1997 381 387 309 1610 241 1542 140 453 1089 1036 400 341 111 278 242 174 122 983 900 130
internal_count=2378 1997 381 387 309 1610 241 1542 140 453 1089 1036 400 341 111 278 242 174 122 983 900 130
is_linear=0
shrinkage=0.0032998


Tree=6158
num_leaves=22
num_cat=0
split_feature=4 3 1 13 15 1 2 11 3 13 1 0 52 0 2 12 15 12 52 12 0
split_gain=20.6116 6.50579 4.3259 1.29406 1.05414 0.805496 0.731871 0.643717 0.525924 0.469833 0.444632 0.42749 0.398814 0.523248 0.373762 0.306661 0.280188 0.214456 0.143461 0.107304 0.100684
threshold=0.30163500000000004 -0.048154999999999996 0.092810000000000017 -0.0042049999999999995 -0.41606999999999994 0.11706000000000001 0.095935000000000006 1.0000000180025095e-35 0.094285000000000008 -0.0074049999999999993 0.10781 -0.10803999999999998 -0.53454499999999994 -0.036119999999999992 0.094835000000000017 0.083425000000000013 -0.03886499999999999 0.091325000000000003 0.0029250000000000005 0.08425500000000001 -0.089044999999999985
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 6 8 11 9 -6 7 10 14 -2 15 -4 -8 16 -3 -1 18 19 -14 -17 -19
right_child=4 2 3 -5 5 -7 12 -9 -10 -11 -12 -13 13 -15 -16 17 -18 20 -20 -21 -22
leaf_value=0.00095355565431640013 0.00010121209137044355 0.0013431047208438979 0.00042339115824762601 0.00071259827327682993 9.3342385652708961e-05 -0.00047906561526934083 0.0012544033392805545 0.0015173250990883624 0.00079381028895250574 0.0004873805231858958 0.0009117323739465448 7.2244116290011835e-05 0.00083543750382216462 0.00067786385461236233 0.0010033339327715624 0.0013422870537939547 0.0011719135657470923 0.00099658975772059415 0.0010588088620530805 0.0012168003990430168 0.001156078257210094
leaf_weight=59 92 74 69 101 55 52 65 63 54 55 68 84 73 56 70 90 97 55 59 697 290
leaf_count=59 92 74 69 101 55 52 65 63 54 55 68 84 73 56 70 90 97 55 59 697 290
internal_value=0 0.00105923 0.000707788 0.000422541 6.44689e-05 -0.000184508 0.00115422 0.0011899 0.00107353 0.000245937 0.00117349 0.000230835 0.00101934 0.000965608 0.00117818 0.00118841 0.00103582 0.00120062 0.000935545 0.0012312 0.00113075
internal_weight=0 2124 452 254 254 107 1672 1322 198 147 1259 153 350 285 144 1191 229 1132 132 787 345
internal_count=2378 2124 452 254 254 107 1672 1322 198 147 1259 153 350 285 144 1191 229 1132 132 787 345
is_linear=0
shrinkage=0.0032998


Tree=6159
num_leaves=26
num_cat=0
split_feature=1 2 1 15 2 52 15 11 15 16 47 1 1 15 16 1 2 13 1455 42 16 15 13 131 15
split_gain=13.8686 2.58916 1.73844 1.51721 1.04775 1.00515 0.915258 0.829071 0.515048 0.579203 0.508505 0.730833 0.491276 0.452721 0.361848 0.209625 0.379157 0.195787 0.212361 0.19723 0.147581 0.138248 0.134568 0.158868 0.0546254
threshold=0.10932500000000002 0.14307 0.092860000000000012 0.035560000000000008 0.094835000000000017 -0.090234999999999996 -0.084629999999999997 1.0000000180025095e-35 -0.074959999999999985 -0.036039999999999996 0.082095000000000015 0.10296000000000001 0.13052500000000003 -0.011859999999999997 0.39524000000000009 0.080270000000000022 0.084145000000000011 -0.091914999999999983 0.084305000000000005 0.088865000000000013 -0.052894999999999991 -0.41309499999999993 -0.024504999999999996 0.088610000000000008 0.11054000000000001
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=2 6 4 5 7 -4 12 15 20 24 11 -7 21 -11 -8 17 22 -1 19 -19 -6 -2 23 -17 -10
right_child=1 -3 3 -5 8 10 14 -9 9 13 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0015568710833318011 0.00086568271195939064 0.00015864356414083033 0.0012609731723678373 0.0014355528474777304 0.0012737537105234459 0.0003940019361590698 0.00084651916611019255 0.0017780388822357001 0.0013941435696703224 0.0011591951881678301 0.0010763437083179737 0.00091866695699434949 0.00037996503395673338 0.00081821736653961126 0.001187267617736375 0.0013744575185362215 0.0010496331703911906 0.0014267413651981857 0.00118827853384737 0.0012837297494754563 0.0015145416070400967 0.00062542267490555087 0.0014642075887582766 0.0011425243565224143 0.0012323135668794079
leaf_weight=83 55 95 79 99 66 52 99 59 53 93 54 66 63 80 53 97 56 589 58 135 53 53 84 52 52
leaf_count=83 55 95 79 99 66 52 99 59 53 93 54 66 63 80 53 97 56 589 58 135 53 53 84 52 52
internal_value=0 0.00063798 0.00130022 0.00108891 0.00134613 0.000952053 0.000778852 0.00139447 0.00119836 0.00111992 0.00080996 0.000687757 0.00061268 0.00100172 0.000965565 0.00137482 0.00129624 0.00140104 0.00138446 0.00140012 0.00138129 0.000748104 0.00135535 0.00129375 0.00131433
internal_weight=0 418 1960 350 1610 251 323 1213 397 278 172 118 171 173 152 1154 289 865 782 724 119 108 233 149 105
internal_count=2378 418 1960 350 1610 251 323 1213 397 278 172 118 171 173 152 1154 289 865 782 724 119 108 233 149 105
is_linear=0
shrinkage=0.0032998


Tree=6160
num_leaves=15
num_cat=0
split_feature=150 1 4 16 47 13 3 52 159 481 11 1 52 13
split_gain=0.289664 0.197977 0.417656 0.371535 0.145474 0.219143 0.163849 0.415466 0.185081 0.278297 0.174595 0.162088 0.0885352 0.0042382
threshold=0.116995 0.14720000000000003 0.30163500000000004 -0.42004999999999992 0.078875000000000015 -0.0024349999999999992 -0.0088599999999999981 -0.0018699999999999999 0.11576000000000002 -0.082049999999999984 0.085155000000000022 0.096630000000000008 -0.080064999999999983 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 6 11 8 12 9 -1 -11 -6 -8 -4
right_child=-2 -3 3 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=0.019536287149103059 -0.0010655029910809236 0.01925506149453619 0.0067763982452659069 -0.0073019863595107006 0.014758019114047422 0.019784350417038288 0.006433607979556796 -0.0066387568810762623 0.00010374901344147056 0.01000909644794643 0.00097700621071516417 0.0049891400225670476 0.014961744938729975 0.009156153698360486
leaf_weight=85 78 56 53 79 99 98 93 63 54 1318 64 95 56 52
leaf_count=85 78 56 53 79 99 98 93 63 54 1318 64 95 56 52
internal_value=0 0.00934454 0.00909249 0.00140441 0.00979017 0.013279 0.00920129 0.00480161 0.00981334 0.0101695 0.00959212 0.00998355 0.00965087 0.00797205
internal_weight=0 2265 2209 184 2025 292 1733 212 1521 1467 1382 194 149 105
internal_count=2343 2265 2209 184 2025 292 1733 212 1521 1467 1382 194 149 105
is_linear=0
shrinkage=0.16829


Tree=6161
num_leaves=27
num_cat=0
split_feature=4 3 1 2 4 1 4 1 3 2 42 2 52 42 42 43 52 158 52 2 3 1 52 13 15 3
split_gain=21.0736 5.83043 3.51428 1.08279 0.73892 0.625873 0.573648 0.513036 0.581021 0.476672 0.379583 0.354671 0.560253 0.700319 0.846188 0.34116 0.324965 0.241743 0.271722 0.160775 0.154144 0.137995 0.148824 0.145784 0.115072 0.0581722
threshold=0.30163500000000004 -0.059629999999999996 0.10364000000000002 0.10859000000000001 0.51743500000000009 0.12450500000000002 0.053255000000000004 0.093575000000000019 0.091170000000000015 0.098215000000000011 0.090040000000000023 0.090225000000000014 -0.54604999999999992 0.079170000000000004 -0.059219999999999988 -0.00067499999999999993 -0.034054999999999995 0.07968500000000002 -0.085924999999999987 0.084825000000000025 -0.080504999999999979 0.090670000000000014 0.10744000000000002 -0.069874999999999979 0.089705000000000021 -0.082254999999999981
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 6 7 -4 5 -2 10 8 9 -3 11 15 -13 14 -14 17 -8 18 -1 -17 -18 22 24 -23 25 -12
right_child=4 2 3 -5 -6 -7 16 -9 -10 -11 21 12 13 -15 -16 19 20 -19 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=0.0016007199007156349 0.00068128769027380072 0.0018520080437852231 0.0012280227200008335 0.0006961637346716695 0.00089750112543890653 0.00028463098918725236 0.0013307871243888926 0.0012770730764789496 0.0013219888738269469 0.0014943245075303665 0.0016121184248324757 0.0019618308685238495 0.0016750922112045491 0.0018860514858348551 0.0011670312177470951 0.0020857927877147098 0.001749170573253188 0.0019894369982017559 0.0017997934582550921 0.0018454856629468636 0.0015225592432053701 0.0016656637849793972 0.0015774529791424765 0.0014292127362780995 0.001888805297263147 0.0017666343598922839
leaf_weight=93 97 98 75 95 74 79 52 71 61 72 55 62 93 67 59 72 73 62 476 60 67 73 75 52 56 74
leaf_count=93 97 98 75 95 74 79 52 71 61 72 55 62 93 67 59 72 73 62 476 60 67 73 75 52 56 74
internal_value=0 0.00163411 0.00131105 0.000931015 0.000620225 0.000503443 0.00172816 0.00152486 0.00160087 0.00170073 0.00175111 0.00178423 0.00168236 0.00160308 0.00147812 0.0018217 0.00155715 0.0017892 0.00176732 0.00197683 0.00164097 0.00166122 0.0017061 0.00156758 0.00175806 0.00170103
internal_weight=0 2093 472 170 250 176 1621 302 231 170 1429 1044 281 219 152 763 192 631 569 132 140 385 260 125 185 129
internal_count=2343 2093 472 170 250 176 1621 302 231 170 1429 1044 281 219 152 763 192 631 569 132 140 385 260 125 185 129
is_linear=0
shrinkage=0.0032998


Tree=6162
num_leaves=18
num_cat=0
split_feature=457 4 4 42 0 0 402 1429 12 0 13 156 50 4 16 483 0
split_gain=0.277157 0.231095 0.286075 0.200933 0.162473 0.230844 0.190753 0.160496 0.154737 0.208199 0.167789 0.152875 0.154012 0.142242 0.100264 0.088049 0.104419
threshold=0.11251000000000001 0.30163500000000004 0.51743500000000009 0.089370000000000019 -0.14803999999999998 -0.13314999999999996 0.082915000000000016 0.079510000000000011 0.093995000000000009 -0.082654999999999992 -0.083244999999999986 0.087400000000000019 0.092855000000000007 -0.00076499999999999995 -0.42004999999999992 -0.069964999999999986 -0.023359999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 14 13 -6 7 15 9 10 -8 12 -9 -1 -3 -7 -17
right_child=-2 2 -4 -5 5 6 8 11 -10 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=0.0097531979264919716 -0.00351784648571419 0.0091465881453148146 0.01274648621573328 -0.0081566236527760433 0.00020254493073491845 0.0029256434015248241 0.019080386088976029 0.023098837821850661 0.0065174645892531 0.023850928245671799 0.0064580993590063708 0.006507175541710237 0.01074108133223358 0.020922009289427636 -0.00068062910758663836 0.009057441429113789 0.0043582385736748381
leaf_weight=67 52 58 74 55 80 86 54 60 63 66 68 58 56 64 59 1170 153
leaf_count=67 52 58 74 55 80 86 54 60 63 66 68 58 56 64 59 1170 153
internal_value=0 0.00888255 0.00399664 0.00022173 0.00946942 0.00907466 0.00946068 0.00877413 0.0137834 0.0162088 0.0120597 0.0136117 0.0171485 0.0152234 0.00417563 0.00817545 0.00851535
internal_weight=0 2291 246 172 2045 1914 1834 1583 251 188 122 174 116 131 117 1409 1323
internal_count=2343 2291 246 172 2045 1914 1834 1583 251 188 122 174 116 131 117 1409 1323
is_linear=0
shrinkage=0.16829


Tree=6163
num_leaves=14
num_cat=0
split_feature=132 4 2 2 160 1 1 43 1446 159 2 484 16
split_gain=0.218125 0.348002 0.16117 0.144085 0.139051 0.16177 0.293122 0.223879 0.178185 0.14888 0.123976 0.105348 0.0843612
threshold=0.10859000000000001 0.30163500000000004 0.10713500000000002 0.14307 0.11224000000000002 0.10871500000000002 0.10396500000000002 -0.038674999999999994 0.037915000000000011 -0.040234999999999993 0.11266500000000002 -0.21858999999999998 -0.42004999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -7 10 -10 -1 -6 -4
right_child=-2 2 12 -5 11 7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0070718876521353178 0.015074058821027064 -0.0051894464232146885 0.0074756078865459161 -0.0010835209963746169 0.0070173140628101817 0.0070352214682147191 -0.0029984441063286875 0.019877581474477601 0.0094096379529211242 0.019692847165838641 0.013294419723922301 -0.00343825915166633 -0.00043268530381003635
leaf_weight=1352 95 84 86 53 56 79 70 76 109 64 98 53 68
leaf_count=1352 95 84 86 53 56 79 70 76 109 64 98 53 68
internal_value=0 0.00682433 0.000730979 0.00754494 0.00777954 0.00812436 0.00764545 0.0133437 0.00810562 0.0132242 0.00749368 0.00191693 0.00397197
internal_weight=0 2248 238 2010 1957 1848 1693 155 1623 173 1450 109 154
internal_count=2343 2248 238 2010 1957 1848 1693 155 1623 173 1450 109 154
is_linear=0
shrinkage=0.16829


Tree=6164
num_leaves=15
num_cat=0
split_feature=151 150 2 4 12 39 12 4 0 12 39 12 4 2
split_gain=0.20071 0.575171 0.182847 0.233428 0.234557 0.164334 0.172121 0.213534 0.209308 0.147732 0.133209 0.13239 0.105404 0.0869606
threshold=0.10788000000000002 0.116995 0.15855000000000002 0.054560000000000004 -0.090699999999999989 0.0041750000000000008 1.0000000180025095e-35 -0.15450999999999995 -0.098524999999999988 -0.096989999999999979 0.095830000000000012 0.096475000000000019 0.26900000000000007 0.11237500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -8 -5 11 12 -11 -13
right_child=-2 -3 -4 9 5 -7 8 -9 -10 10 -12 13 -14 -15
leaf_value=-0.0042019116686657244 0.016019435905724844 -0.011277783367592744 0.015645970537724336 0.010916265312544525 0.0091324563204302437 0.016053067088630333 0.015331767520349088 -0.0026075798187158968 0.0069261629369033531 0.0078688907690423193 -0.0063992042989830617 -0.0066271828207800434 0.00089409206441381519 0.0027972126535753556
leaf_weight=53 55 55 56 53 72 57 90 112 1326 139 53 59 111 52
leaf_count=53 55 55 56 53 72 57 90 112 1326 139 53 59 111 52
internal_value=0 0.00571238 0.00613166 0.00588609 0.0067974 0.00715031 0.00683202 0.00197658 0.00746169 0.00254534 0.00146936 0.00262955 0.00477927 -0.00219597
internal_weight=0 2288 2233 2177 1710 1657 1600 184 1416 467 414 361 250 111
internal_count=2343 2288 2233 2177 1710 1657 1600 184 1416 467 414 361 250 111
is_linear=0
shrinkage=0.16829


Tree=6165
num_leaves=15
num_cat=0
split_feature=1 43 9 43 394 402 3 4 3 14 52 402 3 4
split_gain=0.542774 0.253055 0.310905 0.249123 0.139068 0.142029 0.309879 0.172988 0.225114 0.204669 0.119998 0.0875622 0.231539 0.0867823
threshold=0.14262000000000002 0.085460000000000022 -1.0000000180025095e-35 0.16452000000000003 -0.091729999999999992 0.023625000000000004 -0.096749999999999989 -0.17689999999999997 0.11924500000000002 0.076975000000000002 -0.05670999999999999 0.11232500000000002 -0.083694999999999978 -0.068484999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 7 -7 10 9 -9 -6 12 -8 -5
right_child=-2 3 4 13 5 6 11 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0090516485029420411 -0.0094920222691266577 0.017669209702133527 0.012398440057394211 0.011187812937328666 0.0058245396429526869 -0.010947143660063073 -0.0085041754509671847 0.0038107449293822253 -0.004249939178875433 0.014576464296598833 0.015398651661426167 0.0070116917804055904 0.0060302554949308107 0.0026624185179776254
leaf_weight=54 86 72 53 52 97 57 52 1404 95 52 61 90 77 99
leaf_count=54 86 72 53 52 97 57 52 1404 95 52 61 90 77 99
internal_value=0 0.00411785 0.00354202 0.00951176 0.0038766 0.00364815 9.92065e-05 0.00422025 0.00367796 0.00419647 0.00953225 0.00298249 0.000157488 0.00561021
internal_weight=0 2315 2092 223 2038 1985 276 1709 1551 1456 158 219 129 151
internal_count=2401 2315 2092 223 2038 1985 276 1709 1551 1456 158 219 129 151
is_linear=0
shrinkage=0.16829


Tree=6166
num_leaves=28
num_cat=0
split_feature=1 1 0 124 16 16 0 15 15 0 15 43 1 1 0 15 13 133 15 0 50 133 43 43 43 0 0
split_gain=36.4764 4.04447 3.42965 2.91501 2.3692 1.70624 1.17246 0.981564 0.90255 0.698072 2.09446 0.71943 0.57435 0.508247 0.445458 0.392144 0.457738 0.471023 0.36108 0.339143 0.228729 0.223495 0.258022 0.190818 0.0980987 0.0899484 0.078719
threshold=0.104035 0.12450500000000002 -0.12118 -0.080389999999999989 0.23993500000000004 -0.085314999999999988 -0.069389999999999993 0.03981500000000001 0.11469500000000001 -0.10490499999999998 -0.097984999999999989 -0.12584499999999996 0.11249000000000002 0.13869000000000004 -0.10023499999999998 -0.015069999999999998 0.0052200000000000015 0.088175000000000017 0.084785000000000013 -0.095264999999999989 0.094500000000000015 0.11370000000000001 -0.043589999999999997 0.024635000000000004 -0.069824999999999984 -0.08645499999999999 -0.07883999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 -1 6 19 -4 9 14 10 -5 -11 -2 -7 -9 16 17 -13 25 -3 26 23 -23 -20 -10 -16 -17
right_child=1 5 4 7 -6 13 -8 8 24 11 -12 15 -14 -15 18 20 -18 -19 21 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0011528428309450964 0.00040109950277296245 0.00038257010939478017 0.0013998918087516016 0.0018743476353791167 0.0018794956538227437 0.00098153912414832923 0.00077098471831476504 0.0021996474488394395 0.0015057647757514346 0.0014449215071536004 0.0010986858459802354 0.0018594138466502988 0.00086392829181097266 0.0005285357513461807 0.0019685475257436558 0.0020743701938467558 0.0014541386485664252 0.0016264131966129245 0.0019551948609922705 2.5035727242748715e-05 0.001728839799404434 0.0019308397003708047 0.0016602486965953229 0.0017741310595720445 0.0017076873736096552 0.0021680666031483132 0.0019171316690427685
leaf_weight=78 66 53 63 85 58 56 67 63 53 68 69 304 53 53 52 69 52 142 301 64 54 66 102 87 64 62 97
leaf_count=78 66 53 63 85 58 56 67 63 53 68 69 304 53 53 52 69 52 142 301 64 54 66 102 87 64 62 97
internal_value=0 0.000799737 0.00104645 0.00177854 0.0013241 0.000464437 0.00107603 0.00180579 0.00188751 0.00173186 0.00152704 0.00177194 0.000607529 0.000761595 0.00193072 0.00180286 0.0017508 0.00178531 0.00190538 0.000187297 0.00192055 0.00187005 0.00176676 0.00191469 0.00161652 0.00207737 0.0019827
internal_weight=0 533 307 1868 188 226 130 1790 850 940 154 786 119 109 733 718 498 446 670 117 220 556 168 388 117 114 166
internal_count=2401 533 307 1868 188 226 130 1790 850 940 154 786 119 109 733 718 498 446 670 117 220 556 168 388 117 114 166
is_linear=0
shrinkage=0.0032998


Tree=6167
num_leaves=18
num_cat=0
split_feature=1 43 0 1 43 1447 3 3 16 3 158 52 4 16 15 15 1
split_gain=0.440668 0.180781 0.429788 0.245565 0.144894 0.154511 0.142499 0.165612 0.411472 0.156321 0.1324 0.129601 0.248173 0.116358 0.0820354 0.067168 0.0615845
threshold=0.14262000000000002 0.085460000000000022 -0.10185499999999999 0.10538500000000002 0.043850000000000007 -0.085804999999999979 0.085315000000000016 -0.036004999999999988 -0.14483499999999996 -0.10468499999999999 0.07968500000000002 0.51625500000000002 0.061375000000000006 -0.020464999999999997 -0.074054999999999996 0.088005000000000014 0.11869500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 9 -9 -5 11 12 -7 -12 -4 -16 -8
right_child=-2 2 14 6 -6 10 16 8 -10 -11 13 -13 -14 -15 15 -17 -18
leaf_value=-0.0015553142663583914 -0.0075621854369392581 0.022668200248420686 -0.00022088357991426402 -0.0035907794531492123 -0.0015808015846377134 0.0055868715274132357 0.0090203260503084158 0.0040114835926190985 -0.016041238488993029 0.0069600654262267411 0.01470665403896855 0.013474904900304688 -0.0036548722765488255 0.0056547941080292196 0.011758026253857599 0.0036350515468669842 0.001385873113838271
leaf_weight=84 86 52 54 77 87 1221 61 55 61 82 85 53 88 78 58 59 60
leaf_count=84 86 52 54 77 87 1221 61 55 61 82 85 53 88 78 58 59 60
internal_value=0 0.0046986 0.00926031 0.00421148 0.00509261 0.00545457 0.000433182 -0.00167946 -0.00651799 0.00183924 0.00584187 0.0052967 0.00496421 0.0103861 0.00517255 0.00767718 0.00524949
internal_weight=0 2315 223 2092 1696 1609 396 275 116 159 1525 1362 1309 163 171 117 121
internal_count=2401 2315 223 2092 1696 1609 396 275 116 159 1525 1362 1309 163 171 117 121
is_linear=0
shrinkage=0.16829


Tree=6168
num_leaves=20
num_cat=0
split_feature=1 52 1 14 123 12 3 2 3 14 157 16 52 12 3 12 52 4 16
split_gain=9.66676 1.91164 1.05879 0.81511 0.811695 0.712032 0.531883 0.480365 0.739857 0.364538 0.29437 0.215567 0.213155 0.28479 0.506464 0.327838 0.140712 0.126864 0.100448
threshold=0.10508500000000001 -0.29521499999999995 0.12450500000000002 0.054835000000000009 1.0000000180025095e-35 0.089435000000000014 0.0025650000000000004 0.09036000000000001 -0.116045 -1.0000000180025095e-35 -0.063984999999999986 -0.097499999999999989 0.31838000000000005 0.088930000000000023 -0.080604999999999996 0.11408000000000001 0.11614000000000001 0.0015850000000000003 -0.48186499999999993
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 5 4 7 6 -3 8 -1 -4 -9 -10 13 14 -12 -15 17 -13 -11
right_child=1 2 9 -5 -6 -7 -8 10 11 18 12 16 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0007209802080437738 0.001132202390978063 0.00034754181439201171 0.00050869961796937472 0.0014019902093738293 0.00069529158314434998 0.00089803349925848754 0.00070964009961103306 0.0011574733103493007 0.0012899275366213352 0.00032774361547138818 0.00058532465024232409 0.0011287850093695724 0.001129093860849402 0.00103176096536116 0.00097677345845367108 0.00078015792535908197 0.00097046889670479055 0.00095576648842897092 0.00014577511013291075
leaf_weight=54 54 100 65 71 72 72 80 96 77 52 63 787 72 302 86 71 81 52 94
leaf_count=54 54 100 65 71 72 72 80 96 77 52 63 787 72 302 86 71 81 52 94
internal_value=0 0.000544188 0.000475531 0.00105372 0.00104007 0.000620057 0.00050867 0.0010543 0.00109901 0.000302756 0.000986158 0.00111945 0.000958412 0.000934802 0.000811498 0.000983963 0.00110514 0.0011181 0.000210827
internal_weight=0 517 463 1884 1813 252 180 1741 1051 211 690 997 594 522 149 373 920 839 146
internal_count=2401 517 463 1884 1813 252 180 1741 1051 211 690 997 594 522 149 373 920 839 146
is_linear=0
shrinkage=0.0032998


Tree=6169
num_leaves=18
num_cat=0
split_feature=1 3 1 43 12 12 376 15 3 15 156 160 1454 160 3 43 475
split_gain=0.352036 0.173966 0.204355 0.223603 0.187065 0.325089 0.157772 0.14118 0.244648 0.102422 0.100006 0.12986 0.144617 0.0962203 0.0878743 0.260794 0.0516618
threshold=0.14846500000000004 -0.24190499999999995 0.095695000000000016 0.055170000000000004 0.082295000000000021 0.083705000000000016 0.08573500000000002 -0.015464999999999998 -0.046329999999999989 -0.077559999999999976 0.087205000000000019 -0.52336499999999997 0.080340000000000009 -0.077584999999999987 0.084735000000000019 -0.011369999999999998 -0.082014999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 14 -6 7 9 -9 13 11 -7 -13 -4 15 -3 -12
right_child=-2 2 3 -5 5 10 -8 8 -10 -11 16 12 -14 -15 -16 -17 -18
leaf_value=0.013681314448248745 -0.009294049167189105 0.0047859794700280791 0.0080857646996386791 0.011803656528335501 -0.0084866123333758644 -0.0012506624729425688 -0.0079971505753068418 0.0033813890210845003 -0.011067757090772182 0.0082048277556611756 -0.0034498333443728222 0.0063873731062998882 -0.0019397266323762914 7.4959782236330653e-05 0.0051812072965526142 0.018646565627036038 0.0032937726863628619
leaf_weight=58 53 74 53 56 52 75 54 74 60 91 52 1124 62 216 82 81 84
leaf_count=58 53 74 53 56 52 75 54 74 60 91 52 1124 62 216 82 81 84
internal_value=0 0.00456478 0.0043331 0.00167266 0.00528512 0.00456586 0.000634095 0.00158123 -0.00307497 0.00331936 0.005053 0.00552082 0.00595055 0.00165998 0.00967505 0.0120408 0.000702125
internal_weight=0 2348 2290 604 1686 1449 548 494 134 360 1397 1261 1186 269 237 155 136
internal_count=2401 2348 2290 604 1686 1449 548 494 134 360 1397 1261 1186 269 237 155 136
is_linear=0
shrinkage=0.16829


Tree=6170
num_leaves=18
num_cat=0
split_feature=1 0 11 123 52 484 1 2 123 0 147 1375 156 52 15 52 155
split_gain=0.448976 0.216499 0.389833 0.207249 0.221521 0.273839 0.200285 0.199613 0.189272 0.1675 0.267138 0.142895 0.145126 0.115385 0.123857 0.0447453 0.0784548
threshold=0.14641500000000005 -0.079249999999999987 1.0000000180025095e-35 0.084000000000000005 -0.42113499999999993 -0.075729999999999978 0.10574000000000001 1.0000000180025095e-35 0.084995000000000015 -0.22607999999999998 0.087070000000000022 -0.081379999999999994 0.090170000000000014 0.39765000000000006 0.091570000000000012 -0.54159499999999994 0.11958000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 15 -6 13 -8 9 -1 11 -11 -13 14 -7 16 -3
right_child=-2 3 -4 -5 5 6 7 -9 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0016379703792149447 -0.011152039221674811 -0.00011205219884590189 0.01697765579358591 0.010645207440836049 0.0089716984273391833 -0.0037726163434134569 -0.015612554813681567 -0.0012166685762806091 -0.0037004475392433834 0.013652350470166606 0.01761074990597947 0.0052733232881676494 -0.0038158333154254347 0.0073759400366627138 0.0025531428268496773 0.010224412554894631 0.0090550945730257307
leaf_weight=92 55 52 79 73 79 203 52 58 70 55 52 1048 52 53 154 63 53
leaf_count=92 55 52 79 73 79 203 52 58 70 55 52 1048 52 53 154 63 53
internal_value=0 0.00422627 0.00547387 0.0020735 0.00125534 -0.000256413 -0.00166183 -0.00803833 0.00480872 0.00526864 0.00579657 0.00526312 0.00484202 4.45555e-05 -0.00103883 0.00665614 0.00449806
internal_weight=0 2288 1448 840 767 599 520 110 1369 1299 1207 1155 1100 410 357 168 105
internal_count=2343 2288 1448 840 767 599 520 110 1369 1299 1207 1155 1100 410 357 168 105
is_linear=0
shrinkage=0.16829


Tree=6171
num_leaves=19
num_cat=0
split_feature=12 4 9 13 4 42 402 4 13 43 13 13 150 52 52 2 2 42
split_gain=0.201733 0.21725 0.188279 0.171014 0.1418 0.317542 0.195572 0.289052 0.185332 0.23878 0.14478 0.252548 0.203697 0.127003 0.119742 0.19419 0.122804 0.118982
threshold=0.1072 0.098655000000000007 -1.0000000180025095e-35 0.11251500000000002 -0.082249999999999976 0.088520000000000015 0.10389500000000002 0.42953500000000006 -0.020084999999999995 -0.0040649999999999983 -0.099039999999999975 -0.16392499999999996 -0.075789999999999982 -0.0063349999999999995 -0.071604999999999988 0.086865000000000012 0.10486500000000001 -0.04825999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 4 5 8 7 10 9 -4 11 -6 -12 -2 16 -16 -10 -5
right_child=1 -3 3 17 6 -7 -8 -9 14 -11 12 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0054980681820473972 0.0083572564012963074 -0.010420217190841933 0.0071399117741443975 0.0029559182143091976 0.0013790183653579133 0.018649098849655068 -0.0046236946055394695 0.013097704520117959 -0.0021750084652219486 -0.0089837879927654393 -0.0064278618443738989 0.015706146461138406 0.0032569939593437686 -0.0019059127906127799 0.006626895271733782 0.018494424547713838 0.0087858481143625062 -0.0083587428210472013
leaf_weight=61 52 59 52 53 71 57 79 92 62 52 65 69 1109 99 152 53 54 52
leaf_count=61 52 59 52 53 71 57 79 92 62 52 65 69 1109 99 152 53 54 52
internal_value=0 -0.00175667 0.00370453 0.00397632 0.00432991 0.00684188 0.00351336 0.00397184 0.0052541 -0.000904663 0.00333153 0.00845308 0.00271925 0.00161653 0.00725506 0.00970385 0.00291197 -0.00263042
internal_weight=0 210 2133 2072 1967 482 1485 1406 425 104 1314 140 1174 151 321 205 116 105
internal_count=2343 210 2133 2072 1967 482 1485 1406 425 104 1314 140 1174 151 321 205 116 105
is_linear=0
shrinkage=0.16829


Tree=6172
num_leaves=11
num_cat=0
split_feature=1 14 0 1375 151 147 1 12 3 2
split_gain=0.290572 0.161133 0.179891 0.208712 0.183306 0.277394 0.187136 0.182519 0.163893 0.134763
threshold=0.14699000000000004 -0.10708499999999999 -0.22607999999999998 -0.088929999999999981 -0.087374999999999994 0.086295000000000011 0.08617000000000001 0.10695000000000002 -0.069999999999999993 -0.043079999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 7 -5 9 -9 -6
right_child=-2 2 3 4 5 -7 -8 8 -10 -11
leaf_value=0.0096045999699598417 -0.0097580460262196855 -0.005492277581468797 0.013277618140964748 0.0029271264164210877 0.011715382012657599 0.014265967500531109 -0.0095441378340831596 -0.0088077502021485961 0.0016271798397112709 0.0029995857183741353
leaf_weight=99 52 74 54 68 52 61 68 69 111 1635
leaf_count=99 52 74 54 68 52 61 68 69 111 1635
internal_value=0 0.00295656 0.00265549 0.00294101 0.0026697 0.0030914 -0.0032953 0.00272534 -0.0023629 0.00326931
internal_weight=0 2291 2192 2118 2064 1928 136 1867 180 1687
internal_count=2343 2291 2192 2118 2064 1928 136 1867 180 1687
is_linear=0
shrinkage=0.16829


Tree=6173
num_leaves=20
num_cat=0
split_feature=15 3 39 15 2 41 52 3 52 2 12 1210 156 1212 52 15 15 42 43
split_gain=6.41899 2.82155 1.33695 0.803541 0.682202 0.592738 0.555293 0.391622 0.384385 0.382577 0.346369 0.420655 0.264033 0.275117 0.267964 0.240042 0.15261 0.125863 0.137976
threshold=-0.2987999999999999 0.11191000000000002 0.081875000000000017 -1.0000000180025095e-35 0.099675000000000014 0.075585000000000013 -0.53937999999999986 -0.015259999999999998 -0.032354999999999988 0.11225500000000001 0.09141500000000001 -1.0000000180025095e-35 0.083635000000000015 0.089590000000000017 -0.013914999999999999 -0.46319999999999995 0.094620000000000024 -0.0015249999999999999 -0.064499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -3 5 10 -6 -4 -8 -1 12 -12 13 -2 -14 -11 -13 -10 -19
right_child=1 3 7 -5 6 -7 8 -9 17 15 11 16 14 -15 -16 -17 -18 18 -20
leaf_value=8.2697546976588925e-05 0.0010218397139108971 0.00069886387384592052 0.00050618559495231423 0.00018359949113727807 0.0011399661405924687 0.0013588643630300674 0.00064691960603319631 0.00083646440383724574 0.0010239309069565864 0.00057240784843817598 0.00069646899676223655 0.00104001559138688 0.0012716853671581381 0.0012240251542401644 0.00099960325636430278 0.00025934189044352627 0.00089264806039470661 0.00097306093463915457 0.00075698731326311671
leaf_weight=61 707 91 65 52 78 65 92 101 68 52 59 277 125 84 60 56 112 57 81
leaf_count=61 707 91 65 52 78 65 92 101 68 52 59 277 125 84 60 56 112 57 81
internal_value=0 0.000960262 0.000991824 0.000511741 0.00101713 0.00104897 0.000890911 0.000707351 0.000825604 0.000292328 0.0010348 0.000958087 0.00106998 0.00104336 0.00118363 0.000410404 0.000997676 0.000905234 0.00084649
internal_weight=0 2174 2031 143 1865 1489 376 166 298 169 1424 448 976 791 185 108 389 206 138
internal_count=2343 2174 2031 143 1865 1489 376 166 298 169 1424 448 976 791 185 108 389 206 138
is_linear=0
shrinkage=0.0032998


Tree=6174
num_leaves=18
num_cat=0
split_feature=3 39 2 0 3 0 0 3 2 39 14 0 39 12 0 12 50
split_gain=5.26959 2.56646 1.05989 0.734656 0.71724 0.589229 0.654891 1.23306 0.579906 0.542575 0.430888 0.613047 0.357485 0.347896 0.226685 0.157019 0.17687
threshold=0.11745500000000002 0.081875000000000017 0.11941000000000002 -0.071844999999999978 0.31343500000000007 -0.079119999999999982 0.10798500000000001 -0.13088999999999998 0.10428500000000002 0.090190000000000006 0.062655000000000016 -0.11912999999999999 0.098220000000000016 0.082780000000000006 -0.047049999999999995 0.090175000000000019 0.102455
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 -2 8 7 -7 10 -3 11 -1 -5 -13 -4 -9 -17
right_child=4 3 14 12 -6 6 -8 15 -10 -11 -12 13 -14 -15 -16 16 -18
leaf_value=0.00077453590634276367 0.00053967703690243458 0.00055304475940580575 0.00078611576459919612 0.0005755314554459146 0.00011878652637263532 0.00040305543786503127 0.0011601356720783867 0.0010192492574033932 0.00070348501938158228 0.00098670109148154411 0.0013147774985444603 0.0013059548704863117 0.00019610304784179922 0.0010286074670168893 0.0004823056298260607 0.0008375898725319007 0.0010479530110862154
leaf_weight=103 86 66 56 56 91 61 84 103 62 61 57 53 53 951 53 294 53
leaf_count=103 86 66 56 56 91 61 84 103 62 61 57 53 53 951 53 294 53
internal_value=0 0.000915972 0.000955722 0.000590757 0.000323486 0.000974677 0.000888999 0.000844359 0.00101623 0.000761614 0.00103286 0.00101831 0.000391362 0.00104328 0.000638715 0.000904102 0.000869822
internal_weight=0 2166 1930 236 177 1821 595 511 1226 127 1164 1107 109 1004 109 450 347
internal_count=2343 2166 1930 236 177 1821 595 511 1226 127 1164 1107 109 1004 109 450 347
is_linear=0
shrinkage=0.0032998


Tree=6175
num_leaves=11
num_cat=0
split_feature=48 3 448 1447 16 158 3 52 42 3
split_gain=0.267571 0.170537 0.155334 0.124733 0.266809 0.122882 0.174168 0.178138 0.114967 0.0986138
threshold=0.13504500000000005 0.31534000000000006 -0.076874999999999985 -0.084894999999999984 -0.020464999999999997 -0.11929999999999998 0.11535000000000002 0.086595000000000019 0.11623000000000001 -0.063814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 8 -7 -9
right_child=-2 -3 3 5 -6 6 -8 9 -10 -11
leaf_value=0.012501752273974419 -0.008336803066112581 -0.0046191517748294039 0.0062723863024202594 -0.0023888842171612651 -0.0096019382222373093 0.0035126256343487624 0.012306346741988225 0.0058334559813894502 -0.0030905877392730825 0.012414916329955837
leaf_weight=61 52 65 62 77 58 1283 77 419 79 77
leaf_count=61 52 65 62 77 58 1283 77 419 79 77
internal_value=0 0.00386293 0.00411515 0.00387436 -0.00138523 0.00418894 0.00445162 0.00412514 0.0031283 0.0068588
internal_weight=0 2258 2193 2132 120 2012 1935 1858 1362 496
internal_count=2310 2258 2193 2132 120 2012 1935 1858 1362 496
is_linear=0
shrinkage=0.16829


Tree=6176
num_leaves=23
num_cat=0
split_feature=4 3 2 2 4 12 12 2 12 12 3 3 12 3 480 3 3 52 12 3 4 2
split_gain=23.0676 6.74914 2.31124 1.49582 0.755052 0.685525 0.649837 0.473988 0.396729 0.500461 0.393383 0.276544 0.230016 0.143559 0.164604 0.133455 0.130163 0.24535 0.0955296 0.133058 0.0901896 0.0848766
threshold=0.30163500000000004 -0.058704999999999993 0.10981000000000002 0.074875000000000011 0.05864500000000001 -0.042789999999999988 -0.007389999999999999 0.11556500000000001 0.091475000000000015 0.082780000000000006 0.149315 0.08734500000000002 0.097060000000000021 -0.107915 0.08610000000000001 0.0012800000000000001 -0.13392999999999997 -0.090619999999999992 0.095330000000000012 -0.083134999999999987 0.00077000000000000018 0.090715000000000004
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 4 3 -3 8 15 -5 -7 9 -1 -4 -8 -6 -11 20 -2 -10 -18 19 -19 -15 -20
right_child=5 2 10 6 12 7 11 -9 16 13 -12 -13 -14 14 -16 -17 17 18 21 -21 -22 -23
leaf_value=0.00072931738984380594 -0.00031579522420073454 0.00027703333994016151 0.00026763802648059132 0.00052974755920453479 0.00079503386950895432 0.00016044719080873744 0.0011002735594363615 -0.00023517864537346043 0.0010122289511971722 0.001159892484156937 -7.9389386406538976e-05 0.00080047420261572554 0.00051936821255149678 0.0010251190326985885 0.00083583577037657053 -0.00054702775640397229 0.00070505559816610183 0.00083218446546711887 0.00092497407851882562 0.0010401975890429961 0.00087847133390575659 0.00078883879942938796
leaf_weight=75 55 91 100 77 95 53 52 87 68 69 55 100 52 647 64 56 97 57 94 91 53 122
leaf_count=75 55 91 100 77 95 53 52 87 68 69 55 100 52 647 64 56 97 57 94 91 53 122
internal_value=0 0.000820444 0.000475295 0.000635525 0.000923923 -0.000239021 0.000777828 -8.51544e-05 0.000947034 0.000989181 0.000144272 0.000903269 0.000697759 0.00101254 0.000999182 -0.00043277 0.000874625 0.000854251 0.000893912 0.000960322 0.00101407 0.000848246
internal_weight=0 2059 475 320 1584 251 229 140 1437 908 155 152 147 833 764 111 529 461 364 148 700 216
internal_count=2310 2059 475 320 1584 251 229 140 1437 908 155 152 147 833 764 111 529 461 364 148 700 216
is_linear=0
shrinkage=0.0032998


Tree=6177
num_leaves=14
num_cat=0
split_feature=4 39 13 48 133 13 2 13 39 457 2 457 4
split_gain=11.0261 4.60371 2.91334 1.20762 1.06236 1.01387 0.682026 0.567852 0.562148 0.400436 0.722323 0.286365 0.351465
threshold=0.30163500000000004 0.081875000000000017 -0.16392499999999996 0.092265000000000014 0.084675000000000014 -0.08533499999999998 0.11866500000000001 -0.10899499999999999 0.081875000000000017 0.082380000000000009 0.088975000000000012 -0.085584999999999981 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -2 7 -4 -7 11 -11 -9 -13
right_child=5 3 6 -5 -6 8 -8 9 -10 10 -12 12 -14
leaf_value=0.00081515924782106454 0.00036491461674367884 0.0013478689769560533 0.0018142215326601172 0.00047472330656176764 0.00071636819552522892 0.00096953838334745007 0.0011832542571382802 0.0016625227930626286 0.00057641940161205156 0.0015374122022465532 0.00098943563361849284 0.001530584244862448 0.0014255312620014133
leaf_weight=79 86 65 54 56 53 97 91 92 68 54 52 613 850
leaf_count=79 86 65 54 56 53 97 91 92 68 54 52 613 850
internal_value=0 0.00138899 0.00143642 0.000874908 0.00106453 0.000656155 0.00146358 0.00147844 0.000807739 0.0014675 0.00126893 0.00148101 0.00146957
internal_weight=0 2059 1885 174 118 251 1806 1715 165 1661 106 1555 1463
internal_count=2310 2059 1885 174 118 251 1806 1715 165 1661 106 1555 1463
is_linear=0
shrinkage=0.0032998


Tree=6178
num_leaves=21
num_cat=0
split_feature=4 12 4 0 51 52 12 4 52 4 15 0 11 4 12 43 16 52 15 11
split_gain=15.953 3.44631 1.66972 1.11804 0.869723 0.879079 0.851595 0.68849 0.673927 0.481068 0.530442 0.530344 0.378723 0.269135 0.297236 0.221329 0.162253 0.152918 0.139523 0.116042
threshold=0.27287000000000006 0.077755000000000005 -0.44205499999999992 -0.15385999999999997 0.092735000000000012 -0.014149999999999998 0.11589000000000001 0.05864500000000001 -0.087239999999999984 0.59999500000000017 -0.42443999999999993 -0.14032999999999998 1.0000000180025095e-35 -0.088499999999999981 0.090175000000000019 -0.054574999999999992 0.21684500000000004 0.024560000000000002 -0.092059999999999989 0.085155000000000022
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 2 -1 -4 5 8 7 12 -5 10 -2 -12 13 -3 18 -8 -16 -9 -15 -14
right_child=9 6 3 4 -6 -7 15 17 -10 -11 11 -13 19 14 16 -17 -18 -19 -20 -21
leaf_value=0.001570091164596139 0.00076457946022075586 0.0012617286490761799 0.0013288319790531503 0.0010895026823659853 0.0005051256461169665 0.0012397801016548098 0.00097708129277149398 0.0011138001676622674 0.00060016022653765417 0.00021139824129564984 0.00066205165887397934 0.00022871971469559692 0.0017433692126126883 0.0013714299550650661 0.001422242519409402 0.0012835913051608141 0.0012639669114191958 0.0013405916692797969 0.00151818399073813 0.0015324410789858143
leaf_weight=64 83 86 81 53 53 85 53 77 74 55 56 69 61 86 390 53 92 61 615 63
leaf_count=64 83 86 81 53 53 85 53 77 74 55 56 69 61 86 390 53 92 61 615 63
internal_value=0 0.00135043 0.00107953 0.000988684 0.000884582 0.00097928 0.00141826 0.00143815 0.000804651 0.000486879 0.000559553 0.000423134 0.0014603 0.00144305 0.00145621 0.00113067 0.00139211 0.0012143 0.00150023 0.00163649
internal_weight=0 2047 410 346 265 212 1637 1531 127 263 208 125 1393 1269 1183 106 482 138 701 124
internal_count=2310 2047 410 346 265 212 1637 1531 127 263 208 125 1393 1269 1183 106 482 138 701 124
is_linear=0
shrinkage=0.0032998


Tree=6179
num_leaves=23
num_cat=0
split_feature=12 13 12 0 13 156 3 3 12 3 3 0 3 0 50 481 402 13 403 403 13 3
split_gain=5.80337 1.48136 1.22176 0.738 0.680705 0.621985 0.579536 0.969251 0.372347 0.369026 0.314699 0.231269 0.346181 0.206421 0.153055 0.123515 0.137889 0.140949 0.22539 0.201012 0.105624 0.072377
threshold=0.077755000000000005 -0.0042049999999999995 0.14472000000000004 -0.096139999999999989 -0.15310499999999996 0.050840000000000003 0.11535000000000002 -0.025669999999999995 0.091545000000000015 -0.0026499999999999996 -0.00094999999999999989 0.04939000000000001 -0.12077499999999998 -0.084144999999999984 1.0000000180025095e-35 -0.084329999999999988 0.090595000000000023 -0.078734999999999986 -0.0068949999999999992 -0.098684999999999981 -0.014449999999999999 0.09037000000000002
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 3 4 10 -2 6 7 -3 15 -5 -1 12 -10 20 -15 -6 17 18 -17 -19 -14 -9
right_child=2 5 -4 9 8 -7 -8 21 11 -11 -12 -13 13 14 -16 16 -18 19 -20 -21 -22 -23
leaf_value=0.0010243577049532007 0.00086354647583512074 0.00062416127015723136 0.00069992224198932621 0.0006540089100268942 0.0011461380448029397 0.0012276225936457121 0.00059053421733543348 0.0010643899196649039 0.00088611567271441091 0.00034516053063269112 0.00069594446959118049 0.0013765958493295524 0.0011379860708500699 0.0011642420202775667 0.0013103308919976972 0.0014802007159395341 0.0014053703734298198 0.0010232852532700083 0.0012703126984530304 0.0012479495837867762 0.00092676310803565978 0.0012353808280309024
leaf_weight=58 60 56 53 92 90 82 54 58 53 79 73 52 58 323 110 68 89 55 385 249 52 61
leaf_count=58 60 56 53 92 90 82 54 58 53 79 73 52 58 323 110 68 89 55 385 249 52 61
internal_value=0 0.000819796 0.00119462 0.000654831 0.00121055 0.000979874 0.000891006 0.000983522 0.00122367 0.000511531 0.000841618 0.0011622 0.00114343 0.00116848 0.00120144 0.00126619 0.00127892 0.001264 0.0013019 0.00120742 0.00103846 0.00115234
internal_weight=0 613 1697 302 1644 311 229 175 1584 171 131 648 596 543 433 936 846 757 453 304 110 119
internal_count=2310 613 1697 302 1644 311 229 175 1584 171 131 648 596 543 433 936 846 757 453 304 110 119
is_linear=0
shrinkage=0.0032998


Tree=6180
num_leaves=15
num_cat=0
split_feature=15 41 43 4 15 39 3 4 13 13 3 13 43 1185
split_gain=0.722138 0.313607 0.237072 0.256109 0.186581 0.267316 0.255055 0.340563 0.206223 0.362772 0.178729 0.166966 0.141569 0.0913649
threshold=-0.2987999999999999 0.07831500000000001 -0.072864999999999985 0.51224500000000017 -0.14820999999999998 0.087015000000000009 0.10323000000000002 -0.030434999999999993 0.034905000000000012 0.094590000000000021 -0.097829999999999986 -0.0074049999999999993 -0.015804999999999996 0.085905000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 6 8 -8 10 -10 -6 -7 -11 -12
right_child=1 -3 3 -5 5 11 7 -9 9 12 13 -13 -14 -15
leaf_value=-0.01293252325938714 0.014359024935077689 0.017087490836628281 0.0090346733007293303 -0.0075100868270208329 0.018108288081419253 0.0053589791702453099 0.0099905803184430521 -0.0070367702092701111 -0.0044629393231053237 0.0119978150268178 0.007932983567491704 -0.007994328223410764 0.0019549703520117087 0.014791736613479208
leaf_weight=56 97 94 52 54 54 52 58 78 101 107 1363 54 64 58
leaf_count=56 97 94 52 54 54 52 58 78 101 107 1363 54 64 58
internal_value=0 0.0075652 -0.00407385 0.000589262 0.00713525 0.00678205 0.0072451 0.000211684 0.00779161 0.00352253 0.00857764 -0.0014267 0.0082496 0.0082142
internal_weight=0 2180 162 106 2086 1989 1883 136 1747 272 1475 106 171 1421
internal_count=2342 2180 162 106 2086 1989 1883 136 1747 272 1475 106 171 1421
is_linear=0
shrinkage=0.16829


Tree=6181
num_leaves=13
num_cat=0
split_feature=9 15 41 3 457 15 16 484 16 133 43 150
split_gain=0.548606 0.269971 0.241478 0.207353 0.176899 0.18959 0.168904 0.283046 0.16652 0.142118 0.113466 0.100694
threshold=-1.0000000180025095e-35 -0.37478999999999996 0.07831500000000001 0.25468500000000005 0.080930000000000016 -0.19301999999999997 -0.069894999999999985 -0.055809999999999992 -0.0062149999999999992 -0.0092499999999999978 -0.00059999999999999995 0.085395000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 5 -3 7 -7 11 -8 -2 -6
right_child=1 2 -4 -5 8 6 9 -9 -10 -11 -12 -13
leaf_value=-0.0097336390638675697 -0.0074355580284626915 0.016299219424111014 0.014959427325282847 -0.0040423616670501169 -0.0072721258735572508 0.019486856127238401 -2.9240381770828893e-05 0.0074626985447642999 0.0086022605816377922 0.0058750996004213255 0.0026304189869653023 0.0028293756732076418
leaf_weight=64 52 59 92 55 60 60 134 768 57 808 81 52
leaf_count=64 52 59 92 55 60 60 134 768 57 808 81 52
internal_value=0 0.00605454 0.00651088 0.0061314 0.00641236 0.00689392 0.00657939 0.00833618 0.00119011 0.0050333 -0.00129164 -0.0025661
internal_weight=0 2278 2145 2053 1998 1829 1770 828 169 942 133 112
internal_count=2342 2278 2145 2053 1998 1829 1770 828 169 942 133 112
is_linear=0
shrinkage=0.16829


Tree=6182
num_leaves=18
num_cat=0
split_feature=4 16 16 52 42 42 159 13 155 157 52 1 1 43 13 4 13
split_gain=0.415735 0.231978 0.221706 0.20822 0.280623 0.168535 0.130258 0.181109 0.123359 0.245166 0.178531 0.159897 0.197313 0.19234 0.171139 0.105872 0.0842174
threshold=0.26900000000000007 -0.11118499999999999 -0.52830499999999991 0.14564000000000002 0.086665000000000006 0.087800000000000003 0.086975000000000011 -0.077274999999999996 0.083985000000000018 -0.088999999999999982 -0.54604999999999992 0.10871500000000002 0.10124500000000002 -0.038674999999999994 0.059130000000000009 0.06301000000000001 -0.080624999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 8 -5 15 7 -4 9 -3 -10 12 14 -13 -11 -1 -6
right_child=2 3 6 4 16 -7 -8 -9 10 11 -12 13 -14 -15 -16 -17 -18
leaf_value=0.011202655172899149 0.0060895261014229842 -0.0056834896133091369 -0.015273954627926014 -0.0082463689408837481 -0.00050917554276863348 0.01683533841025522 0.0010217715372330179 -0.002049750989064725 0.0050109580211280284 0.0060320882215933267 0.017419294102898032 0.0046877247994036577 -0.0050122764119058779 0.018446927776617397 -0.00033768783794739629 0.0026040301905424128 0.0081296485108738135
leaf_weight=90 76 58 54 77 54 78 71 65 77 1129 58 59 54 57 133 75 77
leaf_count=90 76 58 54 77 54 78 71 65 77 1129 58 59 54 57 133 75 77
internal_value=0 0.0054792 -0.00158226 0.00482965 -0.000175399 0.0103716 -0.00466043 -0.00806575 0.0054714 0.00502769 0.0103553 0.00546278 0.00493242 0.0114642 0.00535936 0.00730508 0.00455489
internal_weight=0 2076 266 1833 208 243 190 119 1625 1490 135 1432 1316 116 1262 165 131
internal_count=2342 2076 266 1833 208 243 190 119 1625 1490 135 1432 1316 116 1262 165 131
is_linear=0
shrinkage=0.16829


Tree=6183
num_leaves=19
num_cat=0
split_feature=4 123 1 2 15 3 15 12 1 12 52 0 52 4 43 52 1 52
split_gain=11.7211 4.35878 1.84656 1.60291 1.18391 1.94643 1.19032 1.11302 0.88566 0.485319 0.460627 0.46498 0.422627 0.611885 0.383002 0.375085 0.222102 0.190656
threshold=0.30163500000000004 1.0000000180025095e-35 0.13443000000000002 0.13712500000000002 0.029300000000000003 -0.14818499999999998 -0.15614499999999998 1.0000000180025095e-35 0.10557500000000002 0.083785000000000012 -1.0000000180025095e-35 -0.075424999999999978 -0.10886 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.016219999999999995 0.091785000000000019 0.11297500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 6 -6 -1 12 -3 -7 15 -12 -8 -14 -2 -9 17 -11
right_child=2 8 -4 -5 5 9 7 10 -10 16 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0017322868202128943 0.00056404116584521304 0.00096189977272730304 0.00016933718968960981 0.00085908971113035149 0.0020846810216101483 0.0016934567358475479 0.0013190525849884139 0.00134953067701231 0.00039013007631837391 0.0014521042988680539 0.0013067803444438595 0.00099449294497163266 0.00078821340473904356 0.0011996029183318098 0.00091090539135028794 0.0015806565871540061 0.0012583872325104071 0.0012858786697920557
leaf_weight=67 58 69 88 67 53 71 54 406 52 548 198 72 86 74 89 97 101 92
leaf_count=67 58 69 88 67 53 71 54 406 52 548 198 72 86 74 89 97 101 92
internal_value=0 0.00132513 0.000547903 0.0013622 0.00137974 0.00147054 0.00130519 0.00127617 0.000716472 0.00143041 0.00133465 0.00122363 0.00106475 0.000978701 0.000774287 0.00139417 0.00140516 0.00142826
internal_weight=0 2107 235 1986 1919 865 1054 987 121 812 773 270 214 160 147 503 741 640
internal_count=2342 2107 235 1986 1919 865 1054 987 121 812 773 270 214 160 147 503 741 640
is_linear=0
shrinkage=0.0032998


Tree=6184
num_leaves=14
num_cat=0
split_feature=15 14 15 3 0 13 3 15 3 474 0 15 3
split_gain=0.306201 0.204197 0.162905 0.168467 0.328888 0.56218 0.239101 0.312548 0.144553 0.12747 0.130878 0.10939 0.0465479
threshold=-0.26826999999999995 -0.41790499999999997 -0.22805999999999996 -0.15680499999999997 0.0037850000000000002 -0.011494999999999998 0.10812000000000001 -0.035449999999999988 -0.24154499999999998 0.089190000000000005 -0.20489499999999997 0.11568500000000001 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 8 6 -6 9 -8 -4 10 -5 -12 -3
right_child=2 12 3 4 5 -7 7 -9 -10 -11 11 -13 -14
leaf_value=0.0060004979946985566 0.014532108899203063 -0.0099365180159686779 0.0057165190709457352 0.014090268645527928 0.0087932492987519931 -0.01501182797426244 0.0057923244093992902 -0.011464657533348206 0.017015637178518016 -8.4631332461190546e-05 0.0062483353763451146 0.00086427207917409113 -0.0029487305665039493
leaf_weight=58 54 53 69 57 52 61 66 54 61 98 1486 116 57
leaf_count=58 54 53 69 57 52 61 66 54 61 98 1486 116 57
internal_value=0 -0.0020636 0.00538601 0.00515219 0.00476717 -0.00404138 0.00529842 -0.00195835 0.0110322 0.00579507 0.00614347 0.0058596 -0.00633191
internal_weight=0 168 2174 2120 1990 113 1877 120 130 1757 1659 1602 110
internal_count=2342 168 2174 2120 1990 113 1877 120 130 1757 1659 1602 110
is_linear=0
shrinkage=0.16829


Tree=6185
num_leaves=12
num_cat=0
split_feature=3 3 3 0 481 0 160 150 16 12 0
split_gain=0.768865 0.248248 0.318685 0.171761 0.179479 0.266928 0.157273 0.260833 0.24294 0.141403 0.134837
threshold=0.31534000000000006 -0.15078499999999997 -0.23303499999999996 0.10396000000000001 -0.083994999999999986 -0.085604999999999987 0.11281500000000001 0.12068000000000002 -0.088869999999999991 0.083570000000000019 -0.14076499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 10 -10 -6
right_child=-2 3 -4 -5 6 -7 -8 -9 9 -11 -12
leaf_value=0.0047702201513963698 -0.01438348571562929 -0.010341861473977776 -0.009386630350233181 -0.0048099374753057941 -0.0037335988765483316 0.0064670593198273814 -0.0019418929135929198 0.016677197011344114 0.009350805087908259 0.0051520503488770384 0.0031388824888355007
leaf_weight=91 68 55 89 57 101 52 90 55 297 989 402
leaf_count=91 68 55 89 57 101 52 90 55 297 989 402
internal_value=0 0.00377163 -0.00221957 0.00428651 0.00454143 -0.00215625 0.00491291 0.00524845 0.00489609 0.00612314 0.00175535
internal_weight=0 2278 180 2098 2041 107 1934 1844 1789 1286 503
internal_count=2346 2278 180 2098 2041 107 1934 1844 1789 1286 503
is_linear=0
shrinkage=0.16829


Tree=6186
num_leaves=32
num_cat=0
split_feature=2 12 3 3 2 42 0 12 2 13 151 42 3 12 1447 123 2 3 402 0 2 2 42 12 0 403 12 2 2 3 2
split_gain=6.87138 3.64539 1.16239 1.02811 0.799157 0.602243 0.572849 0.513251 0.410955 0.395144 0.386666 0.27953 0.722932 0.297698 0.22606 0.223655 0.196403 0.198104 0.283796 0.158638 0.144783 0.136551 0.138503 0.134885 0.0706134 0.0633098 0.066895 0.0457124 0.0454818 0.0245729 0.0181387
threshold=0.14106500000000002 0.077755000000000005 0.11745500000000002 -1.0000000180025095e-35 0.17000000000000001 -0.034284999999999989 -0.054759999999999996 0.092855000000000007 0.087855000000000003 0.17001000000000002 -0.081674999999999984 0.086635000000000004 -0.080604999999999996 0.099815000000000015 -0.085539999999999991 0.080635000000000012 0.089005000000000015 -0.082254999999999981 -0.086719999999999978 -0.078759999999999983 0.11444000000000001 0.093595000000000025 -0.064739999999999978 0.087495000000000003 -0.078269999999999992 -0.0041249999999999993 0.089370000000000019 0.094720000000000013 0.092155000000000015 -0.075849999999999987 0.10406500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 -1 8 14 -5 11 -7 13 -13 27 -3 -12 17 18 -16 -20 -4 -15 -23 -18 -14 -19 -27 -9 -25 -26 -30
right_child=4 7 20 6 -6 10 -8 9 -10 -11 15 12 24 21 16 -17 23 25 19 -21 -22 22 -24 28 29 26 -28 -29 30 -31 -32
leaf_value=0.00097882214478423545 0.00041583444453276999 0.00093950192299307219 0.00031093479291428888 0.0011172637666401137 -0.00011321389516172262 0.00037317367737710783 0.0012891546350572995 0.0012383458845409447 0.00073688138231833042 0.0012539028314867413 0.000848722385252685 0.00053135779094285384 0.00085637880792291919 0.00080550110622852958 0.0009915434267284925 0.00056371969593530262 0.00092571745707181632 0.00095618989004798982 0.0011929744190002324 0.0013920059230987892 0.00055838755801451787 0.00088665847336539887 0.0011308300502715731 0.0011547012080249872 0.00094822374741737657 0.0011482279380218422 0.00099717385346215128 0.0010969568794949314 0.00099310130170371987 0.0010369431613201619 0.0010932903342716022
leaf_weight=57 77 85 52 52 52 61 56 53 79 55 57 52 55 56 73 66 80 52 382 52 53 52 54 81 77 102 54 64 54 97 54
leaf_count=57 77 85 52 52 52 61 56 53 79 55 57 52 55 56 73 66 80 52 382 52 53 52 54 81 77 102 54 64 54 97 54
internal_value=0 0.000986071 0.000748008 0.000824426 0.000202302 0.000681514 0.00100842 0.0010614 0.000888142 0.000984921 0.000589221 0.000958441 0.000884106 0.00103318 0.00110536 0.000696081 0.00111966 0.00114874 0.00118452 0.0012169 0.000436175 0.00094043 0.00101138 0.00104223 0.000964052 0.00106134 0.00109617 0.00116131 0.00109136 0.000997885 0.00104352
internal_weight=0 2217 533 428 129 241 187 1684 131 615 184 560 281 279 1069 123 984 715 507 434 105 162 106 269 229 208 156 117 189 174 108
internal_count=2346 2217 533 428 129 241 187 1684 131 615 184 560 281 279 1069 123 984 715 507 434 105 162 106 269 229 208 156 117 189 174 108
is_linear=0
shrinkage=0.0032998


Tree=6187
num_leaves=10
num_cat=0
split_feature=3 1186 1447 1447 13 475 3 151 12
split_gain=0.571492 0.175759 0.154697 0.260509 0.156043 0.126986 0.127257 0.19052 0.162265
threshold=0.31534000000000006 0.085175000000000015 -0.085539999999999991 -0.087599999999999983 0.26379000000000002 -0.088274999999999978 0.12991000000000003 0.079100000000000018 0.092855000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 8 -7
right_child=-2 -3 4 -5 -6 6 -8 -9 -10
leaf_value=0.0060020473076371735 -0.011766247005950232 -0.0057729675352355403 -0.0021643794596684957 -0.010522893952225982 0.013289630058160168 0.0056292928353804195 0.011633647201918658 -0.0036652125443513376 0.0021916599909005941
leaf_weight=55 68 52 85 53 55 1262 68 83 565
leaf_count=55 68 52 85 53 55 1262 68 83 565
internal_value=0 0.00388433 0.00411073 -0.00209078 0.0044278 0.00419067 0.00446468 0.0042085 0.00456719
internal_weight=0 2278 2226 108 2118 2063 1978 1910 1827
internal_count=2346 2278 2226 108 2118 2063 1978 1910 1827
is_linear=0
shrinkage=0.16829


Tree=6188
num_leaves=25
num_cat=0
split_feature=4 12 133 51 42 15 4 15 4 16 4 12 11 51 16 16 12 16 481 15 4 16 42 4
split_gain=14.3826 3.50141 1.19762 0.707128 0.626382 0.594352 0.770906 0.525089 0.564837 0.532993 0.504618 0.452954 0.285678 0.23995 0.217958 0.201253 0.180531 0.178913 0.148754 0.152059 0.126344 0.117132 0.0839612 0.0124169
threshold=0.30163500000000004 0.054520000000000006 0.086505000000000012 -0.096089999999999981 0.092475000000000016 -0.42759999999999992 0.41939500000000002 -0.097984999999999989 -0.025694999999999999 -0.082909999999999984 0.59999500000000017 0.11512500000000002 1.0000000180025095e-35 -0.096089999999999981 -0.093079999999999982 0.21684500000000004 0.092615000000000017 -0.10654499999999999 -0.08452999999999998 -0.088489999999999985 -0.080164999999999986 -0.16927999999999996 0.11159000000000001 -0.066099999999999978
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 2 3 -1 12 10 -7 -5 -9 -10 -2 15 13 -3 17 20 -14 21 -16 -20 -6 -15 23 -22
right_child=5 4 -4 7 11 6 -8 8 9 -11 -12 -13 16 14 18 -17 -18 -19 19 -21 22 -23 -24 -25
leaf_value=0.0016580201212458873 0.0010530354608782628 0.0014669175996177841 0.00087127979082680333 0.0015337427190643164 0.0017277685320462555 0.00076455402664033813 0.00023967327338605312 0.0013984675227224038 0.001317650890886708 0.00088605459575243832 0.00061831200838560589 0.0011994523195326162 0.001945840477856403 0.0015122648650951294 0.0015069055989291079 0.0013706060867135549 0.0016775665406142566 0.0013694762682197837 0.0015602020067815394 0.0016950311169054483 0.0016474833292757908 0.0017081898404852163 0.0014526753747314931 0.0015549077517341885
leaf_weight=67 66 97 68 69 53 69 55 94 53 78 53 52 54 80 65 67 63 52 113 715 55 66 81 61
leaf_count=67 66 97 68 69 53 69 55 94 53 78 53 52 54 80 65 67 63 52 113 715 55 66 81 61
internal_value=0 0.00154083 0.00127446 0.00135031 0.00160907 0.000692645 0.000532028 0.00128006 0.00120211 0.00106094 0.000859715 0.00148802 0.00164327 0.00162764 0.0016419 0.00153524 0.00180169 0.00154043 0.00166436 0.00167667 0.00157922 0.00160108 0.00153908 0.00159911
internal_weight=0 2103 429 361 1674 243 124 294 225 131 119 369 1305 1188 1091 317 117 198 893 828 250 146 197 116
internal_count=2346 2103 429 361 1674 243 124 294 225 131 119 369 1305 1188 1091 317 117 198 893 828 250 146 197 116
is_linear=0
shrinkage=0.0032998


Tree=6189
num_leaves=21
num_cat=0
split_feature=1 2 2 12 4 0 123 14 0 52 0 124 4 2 12 12 133 484 4 12
split_gain=33.9664 7.51107 4.95125 4.25981 2.70179 2.37802 2.0596 1.57415 0.898512 0.822208 0.805702 0.567065 0.564833 0.508783 0.397321 0.29345 0.44152 0.256782 0.307631 0.137955
threshold=0.10776500000000001 0.14307 0.099675000000000014 -0.041134999999999991 0.30163500000000004 -0.14454499999999995 1.0000000180025095e-35 0.062655000000000016 -0.11073999999999999 -0.085254999999999984 -0.079119999999999982 -0.082254999999999981 0.054560000000000004 0.12901000000000004 0.083705000000000016 0.085635000000000003 0.092470000000000011 -0.020124999999999994 -0.14994999999999997 0.095330000000000012
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 3 6 11 9 -4 7 8 -1 -5 12 -2 14 15 -10 -7 19 -12 -19 -17
right_child=1 -3 5 4 -6 13 -8 -9 10 -11 17 -13 -14 -15 -16 16 -18 18 -20 -21
leaf_value=0.0023320773527992391 0.0015109799539322559 0.00065620159332455076 0.0016194919043432609 0.0026307066711547425 0.0015202020474264408 0.0021814795720101654 0.0019934252040504866 0.0031988237912635937 0.0029648712046735247 0.0020991797717564444 0.0027353558858201526 0.0010614348475625919 0.0023801354429012294 0.0020241249565873553 0.0027084084337687156 0.0026448185439988245 0.002216838918251494 0.0022747151128949886 0.0025397467834643406 0.0024444661096457891
leaf_weight=100 55 88 60 52 75 66 53 57 75 85 54 71 55 52 818 72 73 65 220 100
leaf_count=100 55 88 60 52 75 66 53 57 75 85 54 71 55 52 818 72 73 65 220 100
internal_value=0 0.00151556 0.00254576 0.0017392 0.00202506 0.00222998 0.00263496 0.00265848 0.00263625 0.00230118 0.00265986 0.00125794 0.00270973 0.00233079 0.00272999 0.00238195 0.00243581 0.0025203 0.00247942 0.00252854
internal_weight=0 426 1920 338 212 423 1497 1444 1387 137 1287 126 948 363 893 311 245 339 285 172
internal_count=2346 426 1920 338 212 423 1497 1444 1387 137 1287 126 948 363 893 311 245 339 285 172
is_linear=0
shrinkage=0.0032998


Tree=6190
num_leaves=11
num_cat=0
split_feature=10 14 10 480 149 16 43 12 13 43
split_gain=0.428088 0.311739 0.269054 0.215834 0.270402 0.205994 0.261089 0.246509 0.142952 0.123138
threshold=-0.092019999999999977 -0.41790499999999997 1.0000000180025095e-35 -0.068944999999999992 1.0000000180025095e-35 0.0086100000000000013 -0.11990999999999997 -0.094119999999999995 -0.097984999999999989 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 -9 -8
right_child=1 2 -4 4 -6 6 9 8 -10 -11
leaf_value=-0.0078139982647520128 0.018341758597356195 0.016399949800186178 -0.0053683820952228059 -0.0027293779910120049 -0.0055929763160487917 -0.007248826055418006 0.012552204868450038 0.0021121552636065039 0.0083073936618967663 0.0038068617897154089
leaf_weight=61 61 60 56 65 54 57 52 115 1391 386
leaf_count=61 61 60 56 65 54 57 52 115 1391 386
internal_value=0 0.00645714 0.00613211 0.00642836 0.0061453 0.00645298 0.00345249 0.00739725 0.00783551 0.00484922
internal_weight=0 2297 2236 2180 2120 2066 495 1571 1506 438
internal_count=2358 2297 2236 2180 2120 2066 495 1571 1506 438
is_linear=0
shrinkage=0.16829


Tree=6191
num_leaves=17
num_cat=0
split_feature=10 0 10 49 151 3 0 160 151 16 13 49 0 13 3 133
split_gain=0.320245 0.502921 0.181156 0.195212 0.232563 0.152695 0.183786 0.226937 0.212508 0.209212 0.359403 0.147264 0.252951 0.123843 0.0977627 0.10557
threshold=-1.0000000180025095e-35 -0.067659999999999984 0.058500000000000003 0.094245000000000009 -0.27336999999999995 0.12745000000000004 -0.10185499999999999 0.051820000000000005 0.0044600000000000013 -0.39442499999999997 -0.0021749999999999994 0.083250000000000005 -0.088884999999999978 0.15578000000000003 -0.044019999999999997 0.088175000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 9 11 -2 -11 13 -13 -8 15 -6
right_child=2 -3 -4 4 14 -7 8 -9 -10 10 -12 12 -14 -15 -16 -17
leaf_value=0.0067728615521563829 0.0061748216897834097 -0.01524151437268142 -0.0042840714275539813 0.011483349535688183 0.0063836949911655156 0.013090278758216844 0.0055328793187291812 0.0099166753233985803 0.017300650260343834 0.0038652042131822563 -0.013118274533717649 0.0043269061830843352 0.02044450298708881 0.012685937758525109 -0.0053705560032579376 -0.0020231688266768074
leaf_weight=63 84 55 52 57 78 92 1248 81 53 72 69 56 55 73 78 92
leaf_count=63 84 55 52 57 78 92 1248 81 53 72 69 56 55 73 78 92
internal_value=0 -0.00347285 0.00551322 0.00574689 0.00178901 0.00638701 0.00604168 0.00227734 0.00681615 -0.000464836 -0.00443312 0.00642685 0.0123293 0.00592953 -0.000431882 0.00182353
internal_weight=0 118 2240 2188 305 1883 1791 306 1485 225 141 1432 111 1321 248 170
internal_count=2358 118 2240 2188 305 1883 1791 306 1485 225 141 1432 111 1321 248 170
is_linear=0
shrinkage=0.16829


Tree=6192
num_leaves=14
num_cat=0
split_feature=10 1 2 49 151 1 156 1454 48 1446 1 160 43
split_gain=0.228345 0.355406 0.255309 0.137132 0.181192 0.17537 0.14044 0.144296 0.178992 0.25375 0.123807 0.0727284 0.0777348
threshold=-0.092019999999999977 0.13976500000000003 -0.079939999999999983 0.094245000000000009 -0.27336999999999995 0.081755000000000008 0.116275 0.07931500000000001 0.093265000000000015 0.087985000000000022 0.078015000000000015 -0.0048599999999999989 -0.069824999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 11 7 8 9 -4 -10 -6 -13
right_child=1 -3 3 4 5 -7 -8 -9 10 -11 -12 12 -14
leaf_value=-0.0059382245104319916 -0.0075338688152949947 0.016211668183228313 0.0043991139837788115 0.0095508191827266345 0.0062682316196010649 -0.0094477707555332101 0.012559402179132541 0.011070898053613725 0.0029745243489373383 0.015756288988970194 -0.006709572384539648 -0.0051677359411183453 0.0031907586656545256
leaf_weight=61 52 71 1507 57 60 54 66 94 86 58 66 61 65
leaf_count=61 52 71 1507 57 60 54 66 94 86 58 66 61 65
internal_value=0 0.00448186 0.00410692 0.00438618 0.00101845 -0.00100051 0.0049181 0.00463863 0.00428544 0.00482117 -0.00121859 0.00144227 -0.000841556
internal_weight=0 2297 2226 2174 297 240 1877 1811 1717 1565 152 186 126
internal_count=2358 2297 2226 2174 297 240 1877 1811 1717 1565 152 186 126
is_linear=0
shrinkage=0.16829


Tree=6193
num_leaves=16
num_cat=0
split_feature=4 2 14 12 3 14 2 2 43 2 4 3 1212 1212 12
split_gain=5.89639 2.20447 1.10901 0.918699 0.69172 0.859759 0.580708 0.419519 0.408128 0.377828 0.27019 0.504093 0.197782 0.188059 0.150315
threshold=0.27161500000000005 0.14234000000000005 -0.41790499999999997 -0.077034999999999978 0.11372500000000001 0.062655000000000016 0.12827000000000002 0.089885000000000007 -0.078059999999999977 0.094195000000000015 -0.49269499999999994 -0.10919499999999999 0.087685000000000013 0.092815000000000022 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 5 7 9 12 -1 -4 -9 -12 14 -14 -5
right_child=2 -3 6 4 -6 -7 -8 10 -10 -11 11 -13 13 -15 -16
leaf_value=0.0005763738996624366 0.00083775057483548234 0.00038579401243523347 0.000249053440877479 0.0010879798272308151 0.0006803662694264749 0.0013686160518728118 7.7506429203646094e-05 0.001120994013986157 0.00094828105403000306 0.00059321924932031719 0.00063394286127071108 0.00094258643767116529 0.00076121479278740546 0.0010138905494671729 0.00099988967936864956
leaf_weight=84 61 70 60 608 71 72 67 74 53 84 66 499 52 91 346
leaf_count=84 61 70 60 608 71 72 67 74 53 84 66 499 52 91 346
internal_value=0 0.000962301 0.000445496 0.000982301 0.00100137 0.00101396 0.000331929 0.000999226 0.000720508 0.000450061 0.000931479 0.000906595 0.00103866 0.000922255 0.00105607
internal_weight=0 2086 272 2016 1879 1808 211 1736 137 144 639 565 1097 143 954
internal_count=2358 2086 272 2016 1879 1808 211 1736 137 144 639 565 1097 143 954
is_linear=0
shrinkage=0.0032998


Tree=6194
num_leaves=11
num_cat=0
split_feature=14 2 147 48 14 475 475 15 0 0
split_gain=0.218792 0.24951 0.180597 0.188694 0.131304 0.137739 0.150853 0.124119 0.461916 0.266181
threshold=-0.41790499999999997 0.16730000000000003 1.0000000180025095e-35 -0.082959999999999992 0.023790000000000002 -0.10344499999999998 -0.085774999999999976 -0.094449999999999992 -0.14216999999999999 -0.14032999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 9 -9 -8
right_child=1 -3 3 -5 -6 6 7 8 -10 -11
leaf_value=0.01406136877087843 0.012075741240515808 -0.0075944941626638618 0.0045034238043804445 -0.0079353359015185004 0.01150148327967377 -0.0042276400443462788 -0.005323787433737532 0.019491763521812006 0.0044156262014774924 0.0044412034860878535
leaf_weight=62 63 52 69 69 75 60 111 60 1463 274
leaf_count=62 63 52 69 69 75 60 111 60 1463 274
internal_value=0 0.00391782 0.0041854 -0.00170294 0.0045721 0.00431533 0.00406598 0.00432773 0.00501074 0.00162118
internal_weight=0 2296 2244 138 2106 2031 1968 1908 1523 385
internal_count=2358 2296 2244 138 2106 2031 1968 1908 1523 385
is_linear=0
shrinkage=0.16829


Tree=6195
num_leaves=26
num_cat=0
split_feature=1 2 12 2 1 49 43 40 16 12 12 16 1 43 151 12 43 12 13 2 16 12 131 13 403
split_gain=2.69613 0.928117 0.918482 0.454501 0.24894 0.414154 0.2402 0.341247 0.197471 0.159175 0.15389 0.211335 0.18736 0.172281 0.144826 0.144929 0.206747 0.151239 0.144556 0.117956 0.10816 0.0825748 0.0677418 0.17285 0.0524294
threshold=0.10684 0.14823500000000003 0.089605000000000018 0.11626500000000002 0.08845500000000002 -0.014169999999999999 -0.0094899999999999984 -0.076644999999999977 0.0086100000000000013 0.092395000000000019 0.091625000000000012 -0.0007049999999999999 1.0000000180025095e-35 -0.083669999999999981 -0.08483499999999998 0.085515000000000022 -0.0017249999999999998 0.086275000000000004 0.043640000000000005 0.12190500000000001 -1.0000000180025095e-35 0.095165000000000013 0.077555000000000027 -0.0074049999999999993 -0.070299999999999987
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 6 4 10 -6 7 -2 -4 22 11 14 13 -13 -1 16 -16 -17 20 -8 24 -11 23 -7 -12
right_child=1 -3 8 -5 5 9 19 -9 -10 21 18 12 -14 -15 15 17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00089705098990604541 0.00049142417822847805 0.00014453815026998847 0.00089917053880916658 0.00051201891254944393 0.00048220801437853539 0.00049398280085716586 0.00043439693885582108 0.00015016405996423203 0.0006300519898113947 0.0009117639544788214 0.00078516038565985358 0.0009115278153946797 0.001037995365911376 0.00066323789973917119 0.00074657962281267744 0.00095208894611915624 0.00055345499074946217 0.0007610757138587108 0.00082079057016776061 0.00063334138739270629 0.00057077436676494569 0.00074763127839412721 0.00075853657923699504 0.00073481158554746765 0.00066206043066689951
leaf_weight=79 60 88 58 101 98 64 93 69 64 55 71 79 61 52 206 54 88 343 88 52 92 100 58 69 97
leaf_count=79 60 88 58 101 98 64 93 69 64 55 71 79 61 52 206 54 88 343 88 52 92 100 58 69 97
internal_value=0 0.000451623 0.000519775 0.000728398 0.000740838 0.000672646 0.000413449 0.000309163 0.000758282 0.000726483 0.000763923 0.00078575 0.000884829 0.000813239 0.000760999 0.000745394 0.000688893 0.000787146 0.000703485 0.000505986 0.000663646 0.000806099 0.000661688 0.000619189 0.000714295
internal_weight=0 484 396 1855 1754 444 274 129 122 346 1310 962 192 131 770 691 294 397 348 145 260 155 191 133 168
internal_count=2339 484 396 1855 1754 444 274 129 122 346 1310 962 192 131 770 691 294 397 348 145 260 155 191 133 168
is_linear=0
shrinkage=0.0032998


Tree=6196
num_leaves=17
num_cat=0
split_feature=150 11 2 43 43 393 52 16 1213 1212 2 2 16 51 13 13
split_gain=0.236078 0.240281 0.286787 0.17222 0.165092 0.171288 0.154787 0.165399 0.250523 0.249856 0.147391 0.13729 0.175502 0.113749 0.113264 0.0658334
threshold=0.08926000000000002 0.077290000000000011 0.097145000000000023 -0.0075499999999999986 -0.14726499999999995 1.0000000180025095e-35 0.51400500000000016 -0.082389999999999977 -0.080279999999999976 0.041590000000000009 0.09678500000000001 0.088135000000000005 -0.11777499999999998 0.094975000000000018 -0.006474999999999999 -0.082804999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 15 10 6 7 11 9 -9 -1 14 -13 -10 -6 -2
right_child=3 2 -4 -5 5 -7 -8 8 13 -11 -12 12 -14 -15 -16 -17
leaf_value=0.006326276274251137 -0.00041813572205358395 0.019586586011217273 0.0050979966390251562 -0.0060822523191561197 0.0065113299459123395 -0.0022902749689340499 -0.0031472824210274403 0.0076113972973653066 0.0066171621209983305 -0.0080895260032858556 0.017439841691390297 0.0026882205980180299 -0.0070237503178207138 0.012780535087978892 -0.0020464482490272096 0.0071929850994983157
leaf_weight=99 62 71 86 91 268 103 67 52 854 64 52 183 74 95 52 66
leaf_count=99 62 71 86 91 268 103 67 52 854 64 52 183 74 95 52 66
internal_value=0 0.00531837 0.0116616 -0.000477956 0.00481013 0.00436287 0.0047649 0.00508884 0.0063334 -0.00103569 0.0101654 0.00278858 -0.000101232 0.00723604 0.00511508 0.00349231
internal_weight=0 2120 157 219 1963 1812 1709 1642 1065 116 151 577 257 949 320 128
internal_count=2339 2120 157 219 1963 1812 1709 1642 1065 116 151 577 257 949 320 128
is_linear=0
shrinkage=0.16829


Tree=6197
num_leaves=21
num_cat=0
split_feature=1 4 1 0 2 2 4 1 0 2 13 2 13 51 156 4 0 4 1 15
split_gain=8.99761 2.12766 1.25448 1.24718 1.14931 0.735867 0.67993 0.617078 0.764066 0.646306 0.315767 0.275435 0.25052 0.206062 0.218687 0.184181 0.130871 0.108038 0.0692051 0.0691321
threshold=0.10141500000000002 -0.03463999999999999 0.13662500000000002 0.056265000000000009 0.10161500000000002 -1.0000000180025095e-35 0.057265000000000003 0.08845500000000002 -0.14989499999999997 0.090485000000000024 -0.00067499999999999993 0.11827500000000002 -0.08533499999999998 0.11548000000000001 0.088305000000000008 0.0053900000000000016 -0.07581499999999998 0.42405000000000009 0.092900000000000024 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 4 7 5 -3 -6 8 -1 16 -2 13 -4 14 15 -10 18 -8 19 -9
right_child=1 2 12 -5 6 -7 17 9 11 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0014617312395396199 0.00080921196841670046 0.00057393374103159828 6.9457322175732391e-05 0.00068132125212071605 0.00018812979570504186 0.0010582006269493781 0.00050853235947507039 0.00096855328686495034 0.0011745513263769305 0.0006929770997800216 0.0011502921601200648 0.00091126162265155414 0.00036975706436556525 0.00093033744165646839 0.00097670761304172898 0.0010524929614205343 0.0011832626694608678 0.00070176460414842845 0.00092466392450486832 0.0011316326049525848
leaf_weight=77 53 61 58 78 68 79 73 56 897 68 70 66 64 54 83 166 68 59 71 70
leaf_count=77 53 61 58 78 68 79 73 56 897 68 70 66 64 54 83 166 68 59 71 70
internal_value=0 0.000617626 0.000514788 0.00109037 0.000617849 0.00084745 0.000456951 0.00110938 0.00114108 0.00098147 0.00100361 0.00112154 0.00022728 0.00113308 0.0011426 0.00115552 0.00105537 0.000595168 0.00101104 0.00105943
internal_weight=0 585 462 1754 340 140 200 1676 1343 333 123 1266 122 1200 1146 1063 265 132 197 126
internal_count=2339 585 462 1754 340 140 200 1676 1343 333 123 1266 122 1200 1146 1063 265 132 197 126
is_linear=0
shrinkage=0.0032998


Tree=6198
num_leaves=14
num_cat=0
split_feature=0 11 10 158 16 13 0 51 12 43 150 1429 13
split_gain=0.443937 0.262445 0.21309 0.193327 0.39794 0.148737 0.185627 0.205452 0.171081 0.141302 0.129735 0.138388 0.0786036
threshold=0.14486500000000005 0.095165000000000013 -0.074314999999999978 0.10584500000000001 -0.015379999999999998 -0.011834999999999998 -0.034179999999999995 0.0089800000000000019 -0.084509999999999988 -0.0044449999999999993 0.087865000000000013 0.084690000000000015 -0.13992499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 12 -7 -9 11 -10 -4
right_child=-2 -3 3 4 -6 8 -8 9 10 -11 -12 -13 -14
leaf_value=0.014065038752215982 -0.010662277043056544 0.016885078418365815 0.011428045803586015 -0.011588239433332762 0.0079622405502771561 -0.0062187323105568895 0.015188087429136694 0.0035974369954629099 0.0051042459653302839 -0.0068030663235017184 -0.0031504396282648517 -0.003900221829874706 0.0060213776845463056
leaf_weight=68 52 52 84 61 57 52 60 109 649 56 70 52 917
leaf_count=68 52 52 84 61 57 52 60 109 649 56 70 52 917
internal_value=0 0.00505244 0.00477634 0.00448403 -0.00212914 0.00486576 0.00604208 0.0055699 0.00311124 5.66807e-05 0.00374283 0.00443373 0.00647688
internal_weight=0 2287 2235 2167 118 2049 1226 1166 823 165 771 701 1001
internal_count=2339 2287 2235 2167 118 2049 1226 1166 823 165 771 701 1001
is_linear=0
shrinkage=0.16829


Tree=6199
num_leaves=19
num_cat=0
split_feature=4 12 4 15 12 42 4 12 15 41 456 4 4 0 15 1453 156 52
split_gain=5.16784 1.6593 1.24683 1.03023 0.680827 0.626186 0.624838 0.489873 0.417295 0.386316 0.273951 0.267334 0.214266 0.198098 0.177274 0.149265 0.131382 0.0807885
threshold=0.26900000000000007 0.054520000000000006 -0.033449999999999987 -0.11399999999999998 -0.042789999999999988 0.12253000000000001 -0.0057949999999999989 -0.036614999999999988 -0.42759999999999992 1.0000000180025095e-35 0.085555000000000006 0.41257000000000005 0.053010000000000009 -0.095419999999999991 -0.05332499999999999 -0.0087699999999999983 0.086860000000000007 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 -4 13 9 -5 -8 -6 10 12 -10 15 -2 -14 -3 -17 -1
right_child=4 5 3 6 8 -7 7 -9 11 -11 -12 -13 14 -15 -16 16 -18 -19
leaf_value=0.00083137629709308081 0.00039677432832570329 0.00076769578132142009 0.00096351202429943998 0.00019526630547896641 0.00080576286631665319 0.0006081538885073024 0.00081986477614814771 0.00042103814074251632 0.00060956382681776207 0.0011995905351780188 0.0011056844425158009 0.00027636121015093071 0.00090546725042963262 0.00013212905580882158 0.00068295309707513724 0.00096341580127462848 0.00085429807811585967 0.00099738320852871612
leaf_weight=52 52 53 56 67 52 61 57 83 53 66 103 53 98 77 68 1044 143 101
leaf_count=52 52 53 56 67 52 61 57 83 53 66 103 53 98 77 68 1044 143 101
internal_value=0 0.000890416 0.000703994 0.000565869 0.000417424 0.000937798 0.000458124 0.000583669 0.000562811 0.000950543 0.000939627 0.000443295 0.000927437 0.000239081 0.000814529 0.000942523 0.0009503 0.000941193
internal_weight=0 2052 416 263 287 1636 207 140 158 1575 1509 106 1406 129 166 1240 1187 153
internal_count=2339 2052 416 263 287 1636 207 140 158 1575 1509 106 1406 129 166 1240 1187 153
is_linear=0
shrinkage=0.0032998


Tree=6200
num_leaves=25
num_cat=0
split_feature=1 12 39 12 1 3 12 40 15 0 1 13 12 13 47 159 0 42 3 1213 403 157 159 0
split_gain=10.5165 3.08957 1.54784 1.07763 0.962945 1.09284 0.821922 0.552377 0.490909 0.712039 0.692721 0.434379 0.407898 0.381441 0.258861 0.207946 0.16445 0.163699 0.16233 0.159516 0.163561 0.11715 0.0769134 0.0818079
threshold=0.10508500000000001 0.087245000000000003 0.081875000000000017 0.10597500000000001 0.14262000000000002 0.045635000000000002 0.091625000000000012 -0.063404999999999989 0.03981500000000001 -0.10946999999999998 0.088595000000000021 -0.33260499999999998 0.11628000000000001 0.071660000000000015 0.077555000000000013 -0.040794999999999991 -0.060199999999999997 0.088060000000000013 -0.091869999999999993 -0.086554999999999979 -0.16066999999999995 -0.084639999999999979 -0.048959999999999997 -0.09194999999999999
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 4 6 -3 5 7 8 -2 10 -10 15 -7 13 16 -12 -1 22 21 -11 -20 -21 -17 -8 -24
right_child=1 3 -4 -5 -6 11 12 -9 9 18 14 -13 -14 -15 -16 17 -18 -19 19 20 -22 -23 23 -25
leaf_value=0.001414718221619216 0.00054326434015961717 0.0013029424948997324 0.00079225131578285559 0.00074638220441717034 0.00012133960048227603 0.00056905426553446273 0.0012299561351192577 0.0001376328188328143 0.0017067159486564129 0.0014370380962220649 0.0008788419133502728 0.0009652745955652923 0.00088148977861483922 0.0013484444787865799 0.0011780627399383726 0.0013936561729339498 0.00093611910622103936 0.0010720189533874962 0.0011534579001961504 0.0011496908285788822 0.0013435815664775233 0.0012275438559517431 0.00098275006025494546 0.001132924447325673
leaf_weight=82 88 81 100 72 67 54 76 63 52 82 85 70 73 87 52 61 56 64 99 61 272 261 52 247
leaf_count=82 88 81 100 72 67 54 76 63 52 82 85 70 73 87 52 61 56 64 99 61 272 261 52 247
internal_value=0 0.000651304 0.00119262 0.00104126 0.000476745 0.000563207 0.00121533 0.000374261 0.00126618 0.00133658 0.00120026 0.000793011 0.00111451 0.00114728 0.000992672 0.00126095 0.00110659 0.00122819 0.00129907 0.0012728 0.00130817 0.00125912 0.00113195 0.00110692
internal_weight=0 495 1862 153 342 275 1762 151 1171 566 605 124 591 518 137 468 431 386 514 432 333 322 375 299
internal_count=2357 495 1862 153 342 275 1762 151 1171 566 605 124 591 518 137 468 431 386 514 432 333 322 375 299
is_linear=0
shrinkage=0.0032998


Tree=6201
num_leaves=26
num_cat=0
split_feature=1 52 0 3 2 0 1 48 16 3 2 2 52 3 3 16 52 52 2 3 16 16 52 0 0
split_gain=7.53417 1.61952 0.892147 0.773605 1.21822 0.854112 0.524936 0.420572 0.407772 0.700266 0.382105 0.334825 0.233801 0.218788 0.214871 0.207452 0.20531 0.283404 0.199724 0.198959 0.199022 0.153144 0.143363 0.098916 0.0896767
threshold=0.10312500000000001 -0.42890999999999996 -0.079249999999999987 -0.036004999999999988 0.10322500000000003 -0.066044999999999979 0.08956500000000002 0.091150000000000023 0.081265000000000018 -0.095764999999999989 0.098365000000000022 0.088135000000000005 1.0000000180025095e-35 -0.081184999999999993 -0.073309999999999986 0.11346000000000002 -0.092264999999999986 -0.066329999999999986 0.092300000000000007 0.045635000000000002 -0.26987499999999992 -0.055679999999999993 0.088555000000000009 -0.10946999999999998 -0.072364999999999985
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=2 -2 6 4 -3 12 15 8 9 -4 -10 21 19 -11 -12 16 -1 -18 22 -5 -21 -8 -19 -20 -15
right_child=1 3 7 5 -6 -7 11 -9 10 13 14 -13 -14 24 -16 -17 17 18 23 20 -22 -23 -24 -25 -26
leaf_value=0.001351402249702641 0.001169847640593343 0.0010581134634846832 0.00061068247573381202 0.00040133812280615587 0.00046352475736732883 0.00023066551533228484 0.00094313320421859372 0.0007162912557519477 0.0013387101190496763 0.0011568248444721924 0.0011509680132454404 0.00076253301606371972 0.00080011688266426993 0.0010272772182675324 0.00087297972027891232 0.00097364162031395333 0.00097228265619599954 0.0012469753350748268 0.0011984661174846763 0.00048522208938167469 0.00076309572549659594 0.001187177206088101 0.0011411262504003599 0.0010157904946688399 0.00087404828701110324
leaf_weight=83 60 83 55 64 69 91 52 54 71 89 74 53 54 92 54 52 70 513 54 54 61 67 206 96 86
leaf_count=83 60 83 55 64 69 91 52 54 71 89 74 53 54 92 54 52 70 513 54 54 61 67 206 96 86
internal_value=0 0.000658353 0.00110363 0.000593805 0.000788433 0.00050239 0.00115343 0.000995669 0.00102456 0.00095133 0.00114287 0.000982956 0.000608363 0.00102137 0.00103397 0.0011807 0.0011912 0.001177 0.00119345 0.000550318 0.000632922 0.00108083 0.0012167 0.00108179 0.000953443
internal_weight=0 536 1821 476 152 324 1246 575 521 322 199 172 233 267 128 1074 1022 939 869 179 115 119 719 150 178
internal_count=2357 536 1821 476 152 324 1246 575 521 322 199 172 233 267 128 1074 1022 939 869 179 115 119 719 150 178
is_linear=0
shrinkage=0.0032998


Tree=6202
num_leaves=18
num_cat=0
split_feature=42 4 16 16 51 51 1429 1 13 4 42 2 0 13 2 13 1
split_gain=0.265275 0.243753 0.328414 0.296755 0.220725 0.274765 0.174734 0.17793 0.41118 0.182398 0.142507 0.137465 0.136703 0.121654 0.138806 0.169378 0.0924472
threshold=0.11623000000000001 0.05864500000000001 -0.14483499999999996 -0.014754999999999999 0.11794000000000002 0.10271500000000001 0.086825000000000013 0.104035 -0.0087749999999999981 -0.00076499999999999995 0.12065500000000001 0.092925000000000021 -0.089704999999999993 -0.16152999999999998 0.11715500000000001 -0.084484999999999991 0.10234000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 -4 5 6 7 9 -9 12 -2 -11 -1 -3 15 -15 -17
right_child=10 2 3 -5 -6 -7 -8 8 -10 11 -12 -13 -14 14 -16 16 -18
leaf_value=0.010312270020566238 -0.0076589581172860815 0.012574063138192981 -0.014185535440582717 0.0015863444342282603 0.014550059678298293 -0.004892572703322366 0.014187883614834359 0.0084575740016466176 -0.011068507009433725 0.0089843606077896834 0.0029956701340058335 0.018881677800035707 0.0053874250263543522 8.261969026685377e-05 -0.0022294890775816701 0.0054064411251103514 0.015209962205997428
leaf_weight=192 60 59 52 96 102 58 88 74 52 149 87 55 980 71 71 52 59
leaf_count=192 60 59 52 96 102 58 88 74 52 149 87 55 980 71 71 52 59
internal_value=0 0.00603219 0.00257869 -0.00394299 0.00693894 0.00646678 0.00688227 0.00645305 0.000384933 0.0070074 -0.00134094 0.0116616 0.00619576 0.00567807 0.00406281 0.00652737 0.0106335
internal_weight=0 2210 460 148 1750 1648 1590 1502 126 1376 147 204 1172 312 253 182 111
internal_count=2357 2210 460 148 1750 1648 1590 1502 126 1376 147 204 1172 312 253 182 111
is_linear=0
shrinkage=0.16829


Tree=6203
num_leaves=23
num_cat=0
split_feature=1 2 2 15 132 14 16 16 1 16 13 42 43 13 2 2 42 1213 16 15 129 2
split_gain=4.13738 0.889941 0.523865 0.500464 0.493305 0.475386 0.379715 0.379225 0.584445 0.206692 0.192415 0.189088 0.235493 0.196292 0.296074 0.201352 0.172161 0.139235 0.147209 0.11961 0.088231 0.0352404
threshold=0.12007000000000002 0.10054500000000001 -0.0091949999999999983 -0.079799999999999996 0.08696000000000001 0.062655000000000016 -0.14169499999999999 0.62487500000000018 0.102705 -0.0087049999999999992 -0.0074049999999999993 -0.015274999999999999 0.14582500000000001 -0.083739999999999995 0.096015000000000017 0.092155000000000015 -0.080744999999999983 -0.086554999999999979 -0.0058249999999999994 -1.0000000180025095e-35 0.087505000000000013 0.10803500000000001
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 2 -1 6 7 11 -2 8 9 21 -10 12 16 17 15 -15 20 -13 -19 -11 -4 -3
right_child=3 4 5 -5 -6 -7 -8 -9 10 19 -12 13 -14 14 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.00048658388916381182 0.00026292056579747022 0.00085122100747928259 0.0008580845320520507 0.0004648303638560377 0.00031463796393926179 0.0010506944337769662 -8.2555419020708469e-05 0.00089513309770198224 0.00028355930058046602 0.00068447879013929132 0.00053119925915725229 0.00066348113994026212 0.00064473494192631472 0.00069463271595042128 0.00092963686205442487 0.00050628396488112471 0.0010015035116102561 0.00084405377076465326 0.00067719678844782875 0.00047640022394447731 0.00072451406996766382 0.00073370228840171302
leaf_weight=76 103 59 178 83 60 63 52 54 59 75 84 88 72 467 53 73 71 307 74 53 84 69
leaf_count=76 103 59 178 83 60 63 52 54 59 75 84 88 72 467 53 73 71 307 74 53 84 69
internal_value=0 0.000716949 0.000755252 0.000257852 0.00059697 0.000768574 0.000146792 0.000634287 0.000598896 0.000693509 0.000429272 0.000756434 0.000817856 0.000732978 0.000692569 0.000669236 0.000855182 0.000783995 0.000811738 0.000598596 0.000815395 0.000788146
internal_weight=0 2119 1606 238 513 1530 155 453 399 256 143 1467 405 1062 593 540 333 469 381 128 262 128
internal_count=2357 2119 1606 238 513 1530 155 453 399 256 143 1467 405 1062 593 540 333 469 381 128 262 128
is_linear=0
shrinkage=0.0032998


Tree=6204
num_leaves=22
num_cat=0
split_feature=4 1 155 0 1 4 52 4 48 4 160 15 14 15 150 1 50 52 52 47 50
split_gain=7.08794 1.54069 0.973273 0.672525 0.523535 0.403094 0.383532 0.618256 0.379582 0.549406 0.434736 0.361645 0.291915 0.257603 0.144338 0.137949 0.113803 0.126832 0.107609 0.0954338 0.147442
threshold=0.30163500000000004 0.10312500000000001 0.088610000000000008 -0.079249999999999987 0.13052500000000003 0.070595000000000005 -0.080064999999999983 -0.0090299999999999981 0.091150000000000023 -0.17689999999999997 -0.071719999999999992 -0.46503999999999995 0.062655000000000016 -0.42443999999999993 0.10389500000000002 0.079865000000000019 0.089465000000000017 -0.081594999999999987 0.047850000000000011 0.096175000000000024 0.11028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 11 12 -3 -8 9 15 -11 -2 14 -6 19 -5 17 -12 -7 20 -1
right_child=4 2 -4 8 13 18 7 -9 -10 10 16 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.001055219590520114 0.00071859597484233439 0.0004888828286931131 0.0011496294813747815 0.0010181036396323632 0.00035428421323018444 0.0007359670505171764 0.0010211520596302003 0.0005885012082136828 0.00063384656878462582 0.00062202864722722966 0.00098952353839013799 0.00037476541542169096 0.001278448839406271 2.5046999882060721e-05 0.00087900525315413489 0.0012602196547780676 0.0010387842140296278 0.00083541100886255933 0.00094515030146124894 0.0011677227113634611 0.00089911834744734755
leaf_weight=847 52 97 52 55 52 53 59 94 54 65 91 95 62 52 58 53 71 183 60 77 75
leaf_count=847 52 97 52 55 52 53 59 94 54 65 91 95 62 52 58 53 71 183 60 77 75
internal_value=0 0.000956589 0.000737997 0.000993163 0.000369724 0.00103676 0.000652237 0.000755571 0.000899194 0.000926787 0.000871264 0.000496632 0.00105586 0.000190004 0.00104277 0.00113725 0.000918119 0.000886723 0.00084735 0.00105224 0.00104256
internal_weight=0 2106 302 1804 251 1232 250 153 572 518 410 147 1119 104 1057 108 345 274 113 999 922
internal_count=2357 2106 302 1804 251 1232 250 153 572 518 410 147 1119 104 1057 108 345 274 113 999 922
is_linear=0
shrinkage=0.0032998


Tree=6205
num_leaves=23
num_cat=0
split_feature=4 12 13 4 42 13 15 48 13 12 42 51 52 0 4 51 51 15 0 12 13 1209
split_gain=14.7833 4.24972 2.74584 1.01011 0.906725 0.768424 1.004 0.846152 0.719247 0.385403 0.384103 0.351145 0.319536 0.360951 0.263082 0.254883 0.223609 0.211631 0.160883 0.283839 0.12591 0.0984957
threshold=0.30163500000000004 -0.029844999999999997 -0.28558999999999996 -0.078454999999999983 -0.0043149999999999994 -0.079299999999999995 -0.14701499999999998 0.082225000000000006 -0.0074049999999999993 -0.090239999999999987 0.081685000000000021 -0.26621499999999992 -0.5502149999999999 0.040035000000000008 0.053455000000000009 0.089455000000000021 -0.085504999999999984 -0.42443999999999993 -0.087344999999999992 0.086115000000000011 -0.082594999999999988 0.085415000000000005
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 4 -3 12 -1 14 -7 11 10 -6 -2 -8 -4 18 16 -9 -5 -10 19 -14 -18 -20
right_child=8 2 3 5 9 6 7 15 17 -11 -12 -13 13 -15 -16 -17 20 -19 21 -21 -22 -23
leaf_value=0.001449229793669279 0.00035803126856899243 0.00090197640528998416 0.0019775451026450754 0.001917356545904309 0.0011301226152312283 0.0019199183252655797 0.0013115585137628892 0.0013600039157740564 0.0010859227450895426 0.00077467936809458543 0.00071104233292670004 0.0015608723962122206 0.0020292471250415011 0.0015097157049286075 0.00150151139946954 0.0010401842658067145 0.0016449534016115467 0.00079571820434867681 0.0017429703572197344 0.0016850229409905754 0.0017888453172768145 0.001607465939330566
leaf_weight=58 54 57 58 52 68 59 74 58 53 67 91 435 57 82 82 54 287 60 367 52 96 79
leaf_count=58 54 57 58 52 68 59 74 58 53 67 91 435 57 82 82 54 287 60 367 52 96 79
internal_value=0 0.00157064 0.00161693 0.00163845 0.00110299 0.00158003 0.00150662 0.0014673 0.000734268 0.000953978 0.000579819 0.0015247 0.00173902 0.00171725 0.00167652 0.00120612 0.00170943 0.000932144 0.00174784 0.00186535 0.00168111 0.00171905
internal_weight=0 2142 1949 1892 193 1197 680 621 258 135 145 509 695 637 517 112 435 113 555 109 383 446
internal_count=2400 2142 1949 1892 193 1197 680 621 258 135 145 509 695 637 517 112 435 113 555 109 383 446
is_linear=0
shrinkage=0.0032998


Tree=6206
num_leaves=16
num_cat=0
split_feature=1 39 4 3 43 4 49 49 1 12 1 0 3 4 0
split_gain=14.6171 2.06813 1.84444 1.30544 1.16077 0.901124 0.553644 0.749881 1.06929 0.522528 0.504763 0.449169 0.590803 0.310511 0.313963
threshold=0.10752500000000002 0.081875000000000017 0.27287000000000006 -0.048154999999999996 -0.013199999999999998 0.24726500000000004 -0.096484999999999987 -0.014169999999999999 0.085345000000000018 0.11628000000000001 0.092655000000000015 -0.10185499999999999 -0.010299999999999998 -0.50388999999999984 -0.14097999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 -1 8 -8 13 -3 -4 -13 -9 -15
right_child=2 10 11 4 -6 -7 7 9 -10 -11 -12 12 -14 14 -16
leaf_value=0.0016487118186238169 0.0011465136806703357 0.0011211033675037208 0.00062395061307317747 0.0002749676748600617 0.00088514582656895992 0.00096915581312267669 0.0013669667333820899 0.0015898530710434491 0.00072324747728683613 0.0010713474451855666 0.00068626180995690652 0.00050607367457207789 7.1279295471090011e-05 0.0015441797270175622 0.0013421750261470801
leaf_weight=64 95 53 79 56 87 73 62 66 52 70 66 76 62 92 1347
leaf_count=64 95 53 79 56 87 73 62 66 52 70 66 76 62 92 1347
internal_value=0 0.0013026 0.000645437 0.000846198 0.000646441 0.00133011 0.00134512 0.00133359 0.00107365 0.00135238 0.000880227 0.000425085 0.000310987 0.00136543 0.00135511
internal_weight=0 1945 455 238 143 1826 1753 1689 114 1575 119 217 138 1505 1439
internal_count=2400 1945 455 238 143 1826 1753 1689 114 1575 119 217 138 1505 1439
is_linear=0
shrinkage=0.0032998


Tree=6207
num_leaves=16
num_cat=0
split_feature=3 39 150 14 16 13 12 0 123 16 16 0 16 1456 12
split_gain=8.24329 5.06999 1.92662 0.899937 1.04492 0.886903 0.618726 0.801951 0.516269 0.350284 0.412757 0.296727 0.295512 0.271634 0.118373
threshold=0.30112000000000005 0.081875000000000017 0.11235000000000002 0.062655000000000016 -0.39442499999999997 -0.0068799999999999998 0.092495000000000008 -0.11208499999999998 0.085740000000000011 -1.0000000180025095e-35 0.41484500000000007 -0.068669999999999995 -0.14032999999999998 -0.077349999999999988 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 11 14 -11 -3 -10 -9 -8
right_child=-2 8 -4 -5 6 -7 9 13 12 10 -12 -13 -14 -15 -16
leaf_value=0.0010257772879074707 1.5297878788848158e-05 0.00083712831618434924 0.00055226533563762406 0.0014495768568187324 0.00085332180050952454 0.0004498294981652352 0.0011749360545531009 0.001006979908030136 0.00023254967387319243 0.00080706272373106986 0.0010702165980638403 0.00054087933380749485 0.00057017001541510382 0.0011847832568503917 0.0010384054557951486
leaf_weight=67 94 88 76 73 98 52 105 107 52 154 115 65 63 949 242
leaf_count=67 94 88 76 73 98 52 105 107 52 154 115 65 63 949 242
internal_value=0 0.00101257 0.0010687 0.00108869 0.00107473 0.000774399 0.0010949 0.00114021 0.00058561 0.00100995 0.000919694 0.000711501 0.000417813 0.0011668 0.00107982
internal_weight=0 2306 2038 1962 1889 119 1770 1154 268 616 269 153 115 1056 347
internal_count=2400 2306 2038 1962 1889 119 1770 1154 268 616 269 153 115 1056 347
is_linear=0
shrinkage=0.0032998


Tree=6208
num_leaves=28
num_cat=0
split_feature=1 12 150 15 12 1 151 12 16 1 159 1 1 11 1455 1 16 15 43 12 52 1 15 12 43 16 16
split_gain=13.0209 1.65847 1.2185 1.1867 1.14699 1.21821 0.707911 0.491799 0.46575 0.385673 0.384333 0.2544 0.204058 0.243927 0.21774 0.195665 0.372694 0.280026 0.171993 0.191616 0.108642 0.101075 0.0994582 0.0954742 0.11466 0.0531806 0.0476252
threshold=0.10752500000000002 -0.024179999999999997 0.08882000000000001 -0.24042999999999998 0.023990000000000004 0.09227500000000001 -0.00016499999999999997 0.092495000000000008 -0.076489999999999989 0.13522500000000001 0.082585000000000006 0.079415000000000013 0.091275000000000009 1.0000000180025095e-35 0.083760000000000015 0.090275000000000008 -1.0000000180025095e-35 -0.058234999999999988 0.0035900000000000007 0.083785000000000012 -0.020484999999999996 0.11890000000000002 0.088005000000000014 0.095330000000000012 -0.07088499999999999 -0.071044999999999983 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 3 -3 5 10 -7 12 -5 -2 11 -1 13 14 18 16 23 -18 19 -6 -17 -10 -20 -9 -25 -22 -26
right_child=1 2 -4 8 7 6 -8 15 21 -11 -12 -13 -14 -15 -16 20 17 -19 22 -21 25 -23 -24 24 26 -27 -28
leaf_value=0.0010773047757355017 0.00061856315072700329 0.0005899461092467483 0.00045340795247693713 0.00088990886590902983 0.0016489889883050837 0.0007119289011750427 0.001173452334391985 0.0014416207219022546 0.0013733051641543871 0.00031099620941666344 0.0015759395603229872 0.0013823590435904881 0.001241116446633138 0.0016552288114857312 0.001244074456173871 0.0015296047615118995 0.0012852442523999378 0.0009908943652866117 0.001409780293269252 0.0014433104323664779 0.0014198255700540847 0.0011633233409502927 0.0012131084125085721 0.0014162719538967233 0.0012978487665606384 0.0012588845101994036 0.0011573158783759578
leaf_weight=56 100 57 56 53 56 73 73 77 55 81 57 68 64 55 70 54 68 77 68 682 52 53 55 63 71 52 54
leaf_count=56 100 57 56 53 56 73 73 77 55 81 57 68 64 55 70 54 68 77 68 682 52 53 55 63 71 52 54
internal_value=0 0.000726658 0.000888729 0.00100039 0.00134693 0.00116799 0.000942932 0.00138307 0.00114549 0.000481117 0.00134933 0.00124488 0.00142575 0.00143769 0.0014248 0.00130412 0.00126523 0.00112918 0.00143946 0.00145897 0.00140482 0.00127058 0.00132212 0.00133954 0.00129754 0.00133969 0.00123742
internal_weight=0 455 274 218 1945 327 146 1618 161 181 181 124 1050 986 931 568 410 145 861 738 158 108 123 265 188 104 125
internal_count=2400 455 274 218 1945 327 146 1618 161 181 181 124 1050 986 931 568 410 145 861 738 158 108 123 265 188 104 125
is_linear=0
shrinkage=0.0032998


Tree=6209
num_leaves=16
num_cat=0
split_feature=4 1 150 39 1 1 14 4 0 15 0 0 15 0 4
split_gain=10.4612 2.43182 1.95526 0.777236 0.793499 0.675612 0.557509 0.523629 0.380591 0.30784 0.28718 0.376317 0.285219 0.496225 0.121531
threshold=0.30163500000000004 0.10752500000000002 0.08486500000000001 0.081875000000000017 0.092655000000000015 0.13075500000000004 0.062655000000000016 -0.49432999999999994 -0.030209999999999997 -0.41309499999999993 -0.10220499999999998 -0.061994999999999995 -0.15614499999999998 -0.11169999999999998 0.51286500000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 6 -5 9 7 -1 12 -2 -3 -12 -9 -14 -7
right_child=5 2 -4 4 -6 14 -8 8 -10 -11 11 -13 13 -15 -16
leaf_value=0.001272561587907593 0.00059317039771325584 0.00065808028489575674 0.00019435024011786215 0.0010567583892964522 0.00049411543061099808 0.00020445442112808026 0.0013408015875053273 0.001277573776768344 0.00078600993267154888 0.00028766957931809762 0.0011667278509621978 0.00079640796078968258 0.00080815291043225045 0.0010449897513899427 -1.1606425801779778e-05
leaf_weight=101 73 53 65 53 57 59 71 53 70 72 52 73 105 1389 54
leaf_count=101 73 53 65 53 57 59 71 53 70 72 52 73 105 1389 54
internal_value=0 0.000996117 0.000684874 0.00103593 0.000765527 0.000292577 0.00105253 0.0010406 0.00102609 0.000441716 0.0008638 0.000950743 0.00103693 0.00102837 0.000100892
internal_weight=0 2142 243 1899 110 258 1789 1718 1617 145 178 125 1547 1494 113
internal_count=2400 2142 243 1899 110 258 1789 1718 1617 145 178 125 1547 1494 113
is_linear=0
shrinkage=0.0032998


Tree=6210
num_leaves=22
num_cat=0
split_feature=2 9 131 1 4 11 4 133 4 15 3 3 403 123 16 16 16 4 4 16 43
split_gain=0.885587 0.417205 0.365319 0.564165 0.216426 0.278329 0.304109 0.180576 0.19656 0.263975 0.170277 0.139429 0.195359 0.128446 0.0908974 0.0801109 0.303788 0.151245 0.0798338 0.0691927 0.0887732
threshold=0.10859000000000001 -1.0000000180025095e-35 0.089325000000000015 0.13554500000000003 -0.082184999999999994 0.079300000000000009 -0.14538499999999996 -0.056924999999999996 0.080165000000000014 -0.0087849999999999977 0.092330000000000009 -0.08632999999999999 -0.121015 1.0000000180025095e-35 0.18612500000000001 -0.097499999999999989 -0.092364999999999989 0.0053900000000000016 -0.086574999999999985 -0.14169499999999999 -0.0094899999999999984
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 -1 3 7 5 6 14 -2 9 -9 13 12 -8 15 -3 19 -17 -18 -14 20 -6
right_child=2 4 -4 -5 10 -7 11 8 -10 -11 -12 -13 18 -15 -16 16 17 -19 -20 -21 -22
leaf_value=-0.0015194168078917476 -0.0046631675182685541 0.028936625113860522 0.016037389203619048 -0.012586400512812887 0.0081693232027897373 0.0050011841457666736 0.0021855085466196355 0.014867968578784604 -0.00038729142537440183 0.0021805813421886676 0.0023543149408994609 0.018981772349172667 0.010776152826812033 0.0036083474140409296 0.019046627423967299 -0.0017340423382535854 0.012077227934005921 0.0053467956483465645 0.018222026446482267 0.018557852395675367 0.016477809583623243
leaf_weight=73 58 52 52 71 80 76 53 98 100 89 73 92 99 68 57 54 768 109 72 69 69
leaf_count=73 58 52 52 71 80 76 53 98 100 89 73 92 99 68 57 54 768 109 72 69 69
internal_value=0 0.0109297 0.00273601 0.00106902 0.0114381 0.0144156 0.0160949 0.00388447 0.00561813 0.00883919 0.0102804 0.0134379 0.0111529 0.0107543 0.0237813 0.0111757 0.0104882 0.0112428 0.0139218 0.0141037 0.0120289
internal_weight=0 1864 468 416 1791 501 425 345 287 187 1290 316 224 1217 109 1149 931 877 171 218 149
internal_count=2332 1864 468 416 1791 501 425 345 287 187 1290 316 224 1217 109 1149 931 877 171 218 149
is_linear=0
shrinkage=0.16829


Tree=6211
num_leaves=16
num_cat=0
split_feature=4 123 376 457 399 402 1444 52 1453 402 13 39 4 12 12
split_gain=0.548013 0.254541 0.194685 0.185839 0.164226 0.165378 0.239144 0.223135 0.237735 0.133469 0.115696 0.132513 0.133909 0.0486183 0.019157
threshold=0.30163500000000004 1.0000000180025095e-35 0.083785000000000012 0.10259500000000001 0.091255000000000017 0.089785000000000018 -0.052264999999999992 -0.53937999999999986 -0.057274999999999993 0.10842 -0.10899499999999999 0.095830000000000012 0.50230500000000011 0.090005000000000016 0.092855000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 14 -9 -7 -2 12 -12 -11 -8
right_child=10 2 -4 -5 -6 9 7 8 -10 13 11 -13 -14 -15 -16
leaf_value=-0.0020318411400262228 -0.0052433369189369564 0.0083388381999859422 -0.0046048722513978091 -0.00068270501205610072 0.018237307013749534 0.019544693729266125 0.017715746530631356 0.018835736120305958 0.0079052636038453843 0.0067570727069250344 -0.00055198413795390074 -0.0044041131264096357 0.010391441404459129 0.01357442113125131 0.013380984235103061
leaf_weight=58 74 62 70 53 58 72 68 59 1395 58 56 53 72 64 60
leaf_count=58 74 62 70 53 58 72 68 59 1395 58 56 53 72 64 60
internal_value=0 0.00862877 0.00146114 0.00911429 0.00938968 0.00910889 0.00855636 0.00894568 0.00835003 0.0137705 0.000354737 0.00265338 0.00558966 0.0103481 0.0156979
internal_weight=0 2077 132 1945 1892 1834 1640 1582 1454 194 255 181 128 122 128
internal_count=2332 2077 132 1945 1892 1834 1640 1582 1454 194 255 181 128 122 128
is_linear=0
shrinkage=0.16829


Tree=6212
num_leaves=22
num_cat=0
split_feature=2 160 51 9 475 150 16 43 160 51 52 43 51 52 52 43 3 2 133 16 2
split_gain=0.54348 0.290773 0.233002 0.231042 0.267644 0.220178 0.247058 0.161077 0.164252 0.179778 0.152207 0.134283 0.192197 0.154359 0.12795 0.12211 0.185145 0.104302 0.0945278 0.107781 0.0884342
threshold=0.10859000000000001 -0.065924999999999997 0.10055500000000002 -1.0000000180025095e-35 -0.084169999999999981 0.08486500000000001 -0.014034999999999997 -0.049914999999999994 -0.49758499999999994 0.077225000000000016 -0.095239999999999991 -0.0094899999999999984 0.095085000000000017 0.08568000000000002 -1.0000000180025095e-35 -0.013089999999999999 -0.08317999999999999 0.096930000000000016 0.022390000000000004 -0.48186499999999993 0.11500500000000001
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 -1 10 7 -7 8 -6 17 -5 15 13 -13 20 16 -9 -10 19 -16 -3
right_child=1 2 -4 4 5 6 -8 11 9 -11 -12 12 -14 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=-0.0015470819919733562 -0.0066968145315067533 0.00057375015131019792 0.013938713587137847 0.0079292114351905783 -0.0015369783553204203 -0.0056963343730497742 0.0082926906446869134 0.0041853493632681756 0.0068668901402120491 0.014184717456464557 0.018997211325814081 0.0095437810016298225 0.0172989105836923 0.0037818795517702338 0.0011361094123572863 0.019625288517162408 0.016207548128489596 0.00028199806490085275 0.004211804572418063 -0.0091004259246843626 0.0091735297308688114
leaf_weight=73 101 59 52 57 71 73 70 68 420 85 95 356 62 211 57 62 79 82 59 59 81
leaf_count=73 101 59 52 57 71 73 70 68 420 85 95 356 62 211 57 62 79 82 59 59 81
internal_value=0 0.0012933 0.00349711 0.00771269 0.00809111 0.00746241 0.00113888 0.00806566 0.00608752 0.0070128 0.0148585 0.00961676 0.00838106 0.00740275 0.00176771 0.0133271 0.0106585 0.00579485 -0.00125758 -0.00405492 0.00556217
internal_weight=0 468 367 1864 1791 1639 143 1496 658 587 152 838 629 567 315 209 147 502 175 116 140
internal_count=2332 468 367 1864 1791 1639 143 1496 658 587 152 838 629 567 315 209 147 502 175 116 140
is_linear=0
shrinkage=0.16829


Tree=6213
num_leaves=20
num_cat=0
split_feature=1 12 1 4 52 4 4 131 13 39 12 42 4 16 16 484 1 131 13
split_gain=15.7538 2.97528 2.88569 0.899229 0.712582 0.695773 0.68275 0.626669 0.647271 0.505159 0.472683 0.248488 0.217516 0.216146 0.303645 0.198101 0.223852 0.228334 0.068503
threshold=0.12007000000000002 0.054520000000000006 0.093575000000000019 -0.49432999999999994 -0.08929999999999999 0.029980000000000003 0.24099500000000004 0.090030000000000013 -0.10899499999999999 0.095070000000000016 0.095175000000000023 -0.069844999999999977 -0.076184999999999989 -0.046599999999999996 0.051380000000000002 0.087020000000000014 0.094790000000000013 0.089325000000000015 -0.061199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -3 -4 -6 10 8 -2 -10 15 -12 -13 -1 -15 16 17 -5 -14
right_child=7 3 4 6 5 -7 -8 -9 9 -11 11 12 18 14 -16 -17 -18 -19 -20
leaf_value=0.0012006586340801352 4.772126870051398e-05 0.0017306609950274755 0.0011111873569019306 0.001370868185320034 0.00048269104850024282 0.00089108760020618384 0.0010152999392013297 0.00072342959826151361 0.00062708333065155341 0.00022012510516016638 0.0013807123846448432 0.0013615964702020508 0.0011951583969594807 0.0016107696290847125 0.001263357221309429 0.0015228803288966468 0.0015765548904744537 0.0012267031790171284 0.0010662222975620708
leaf_weight=76 64 63 59 866 89 94 74 54 77 59 96 58 95 55 58 94 52 145 104
leaf_count=76 64 63 59 866 89 94 74 54 77 59 96 58 95 55 58 94 52 145 104
internal_value=0 0.00127826 0.00103382 0.0013422 0.000794844 0.000692661 0.00132673 0.000407472 0.000321987 0.000450794 0.00134197 0.00123528 0.00118082 0.00133962 0.00143276 0.00137449 0.00136133 0.00135023 0.00112795
internal_weight=0 2078 431 1647 242 183 1584 254 200 136 1510 353 257 189 113 1157 1063 1011 199
internal_count=2332 2078 431 1647 242 183 1584 254 200 136 1510 353 257 189 113 1157 1063 1011 199
is_linear=0
shrinkage=0.0032998


Tree=6214
num_leaves=18
num_cat=0
split_feature=1 4 1 42 2 4 1 14 50 4 2 151 42 2 40 51 1
split_gain=16.9056 3.01211 2.16092 1.56448 1.36088 0.959511 1.27575 1.04977 0.754502 0.644801 0.396748 0.30527 0.289567 0.147432 0.107396 0.101562 0.0958402
threshold=0.109225 0.27834500000000006 0.12719000000000003 1.0000000180025095e-35 0.12330500000000001 -0.49269499999999994 0.093505000000000019 0.062655000000000016 0.09481500000000001 0.30163500000000004 0.097070000000000004 0.0044600000000000013 0.086700000000000013 0.10060500000000001 -0.037979999999999993 -1.0000000180025095e-35 0.11374000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 16 5 15 7 10 12 -4 11 -7 -8 -12 -11 -1 -2
right_child=2 -3 9 -5 -6 6 8 -9 -10 14 13 -13 -14 -15 -16 -17 -18
leaf_value=0.0018152900896282425 0.00052967922202755966 0.00060516488369419415 0.00065528116080684025 0.0012150584266873211 0.00089844715829722583 0.0014597394813870295 0.00092954197903279167 0.0018661339910186509 0.0015030602904573507 0.00015265803692204251 0.0011604148145763398 0.001199566375723625 0.0012369149887354017 0.0013494449638786266 0.00034832977375364924 0.0016102983839700036 0.00072313741249944671
leaf_weight=61 52 52 75 91 55 1124 96 61 52 52 63 53 53 193 77 56 66
leaf_count=61 52 52 75 91 55 1124 96 61 52 52 63 53 53 193 77 56 66
internal_value=0 0.0013897 0.000653566 0.000889527 0.00141153 0.00142709 0.00140702 0.00144033 0.00115931 0.000411648 0.00142218 0.00144805 0.00103911 0.00130306 0.000269727 0.00171748 0.000638183
internal_weight=0 1919 413 209 1867 1812 1695 1494 201 204 1433 1177 149 256 129 117 118
internal_count=2332 1919 413 209 1867 1812 1695 1494 201 204 1433 1177 149 256 129 117 118
is_linear=0
shrinkage=0.0032998


Tree=6215
num_leaves=17
num_cat=0
split_feature=2 14 14 160 15 0 475 12 2 12 2 43 15 16 2 0
split_gain=0.353517 0.524684 0.396266 0.272638 0.195391 0.264016 0.262067 0.259036 0.221048 0.196868 0.19005 0.187726 0.242387 0.457471 0.20701 0.151489
threshold=0.11866500000000001 -1.0000000180025095e-35 0.076175000000000007 0.40629500000000007 -0.0053099999999999996 -0.050379999999999994 -0.083449999999999983 0.082165000000000016 0.093255000000000018 0.08401500000000002 -0.0050599999999999994 0.056620000000000011 -0.41880499999999993 0.12292000000000002 0.14530500000000005 -0.14097999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 -6 8 -8 -9 -3 12 -2 14 -14 -12
right_child=11 2 -4 -5 6 -7 7 9 -10 -11 15 -13 13 -15 -16 -17
leaf_value=0.025222941721636253 0.008905478380850514 -0.0033185545714483713 0.020269692480359845 0.01954643292998046 -0.0019495707648772478 -0.004520215864485054 0.02404626242595027 -0.0013523531914161864 0.0091901237797437033 0.0092222431345816477 0.0014292349181961401 0.011444682957877541 -0.0025837672476291731 0.0089002382338564494 -0.016948286216145976 0.0080074676363755242
leaf_weight=52 67 54 73 53 59 69 61 53 54 770 118 52 62 60 53 644
leaf_count=52 67 54 73 53 59 69 61 53 54 770 118 52 62 60 53 644
internal_value=0 0.00851675 0.00808323 0.00762255 0.0072858 0.00546053 0.00890423 0.00958885 0.017086 0.00853907 0.00630669 0.00226991 0.000291041 -0.00299679 -0.00921956 0.00699115
internal_weight=0 2060 2008 1935 1882 885 997 938 115 823 816 294 242 175 115 762
internal_count=2354 2060 2008 1935 1882 885 997 938 115 823 816 294 242 175 115 762
is_linear=0
shrinkage=0.16829


Tree=6216
num_leaves=29
num_cat=0
split_feature=1 1 1 123 2 0 13 16 16 2 15 2 50 13 13 2 159 13 2 2 16 0 0 133 160 16 0 15
split_gain=30.3218 3.55018 2.94286 2.6742 2.40524 2.06497 1.33715 1.25687 1.08524 1.58922 0.456088 0.419421 0.368396 0.358678 0.345176 0.311057 0.258128 0.240504 0.222756 0.207984 0.19126 0.142321 0.141145 0.224773 0.277785 0.0607752 0.0597649 0.0575157
threshold=0.10752500000000002 0.12450500000000002 0.089710000000000026 1.0000000180025095e-35 0.10774000000000002 -0.14097999999999997 -0.0042049999999999995 0.041625000000000002 0.31615500000000002 0.090485000000000024 -0.40992999999999996 0.092365000000000017 0.089465000000000017 0.034905000000000012 -1.0000000180025095e-35 0.087710000000000024 0.0096550000000000021 -0.053824999999999991 0.089505000000000015 0.10028500000000001 -0.061784999999999993 -0.078759999999999983 -0.086224999999999982 -0.023454999999999997 -0.022594999999999997 -0.088049999999999976 -0.084699999999999984 0.084745000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 8 -2 15 10 11 9 12 -3 22 17 18 -6 -1 20 -4 -9 -20 21 -13 23 27 -25 -24 -27 -7
right_child=1 6 3 -5 14 7 -8 13 -10 -11 -12 16 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 25 24 -26 26 -28 -29
leaf_value=0.0022891638571390037 0.0013623779383506636 0.00034990340531456852 0.0015611673862775636 0.00074330630539649434 0.00052411572218900035 0.0019914763553207271 0.00069774247057884391 0.0013288831270238989 0.0018792614215421997 0.00096637580636651263 -3.3506839511873254e-05 0.0015108116233790356 0.0016956736708982965 0.0012150390115422526 0.0008713161733915301 0.0019342047433141575 0.0018177490645915353 0.0012716131932410607 0.0016904190520356057 0.0014631584180617766 0.001416218840174601 0.0017110069464196314 0.0015953307092766928 0.0016050856311631465 0.0018377112955916036 0.0016388633118542334 0.0017495680809367275 0.0018334722987440729
leaf_weight=61 94 70 68 61 76 67 83 53 65 69 65 75 97 52 54 52 53 62 92 92 75 93 52 99 141 80 297 56
leaf_count=61 94 70 68 61 76 67 83 53 65 69 65 75 97 52 54 52 53 62 92 92 75 93 52 99 141 80 297 56
internal_value=0 0.000668057 0.00162719 0.00138348 0.000959901 0.00169619 0.000368018 0.00166089 0.00149156 0.0014063 0.000165038 0.00171246 0.00153987 0.0014666 0.000668608 0.00212613 0.00160506 0.00142334 0.00152165 0.00157698 0.00155852 0.00162184 0.00175255 0.00180229 0.0017419 0.00171039 0.00172617 0.00191983
internal_weight=0 442 1912 422 224 1490 218 1377 361 296 135 1088 227 289 130 113 296 130 237 184 243 168 792 363 240 429 377 123
internal_count=2354 442 1912 422 224 1490 218 1377 361 296 135 1088 227 289 130 113 296 130 237 184 243 168 792 363 240 429 377 123
is_linear=0
shrinkage=0.0032998


Tree=6217
num_leaves=22
num_cat=0
split_feature=1 12 155 131 457 11 13 49 150 4 4 42 133 1455 481 1210 133 4 12 42 12
split_gain=0.304843 0.315792 0.26529 0.199706 0.191415 0.184316 0.218793 0.173922 0.205193 0.171775 0.155661 0.100311 0.0929065 0.14215 0.18067 0.135069 0.100644 0.0748294 0.0466043 0.0978523 0.0201717
threshold=0.087840000000000015 0.082295000000000021 0.099270000000000011 0.094990000000000019 0.084485000000000018 1.0000000180025095e-35 -0.10899499999999999 0.0083400000000000019 0.095275000000000012 -0.16270999999999997 -0.051459999999999992 0.091945000000000013 0.095235000000000014 0.081065000000000012 -0.049319999999999996 -0.0061249999999999994 -0.43714999999999993 -0.062804999999999986 0.097510000000000013 0.090115000000000015 -0.007389999999999999
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 17 3 5 9 6 -2 8 10 -3 -8 -5 13 14 -11 -14 -16 -1 19 -17 -19
right_child=2 4 -4 11 -6 -7 7 -9 -10 12 -12 -13 15 -15 16 18 -18 20 -20 -21 -22
leaf_value=0.019225733022426923 -0.0049625954848411214 -0.0018051046460766469 0.01476862688116065 0.016479119911920307 0.017989565169020005 0.01216728938904799 0.0077856042571672231 -0.0035878209068351181 0.013157703429313739 0.015226289430063086 0.0012227041833066711 0.0060020028765135902 0.018546022926075521 0.00032642418080624087 0.013778879660130644 0.012572497979762096 0.0063624220209158632 0.0099498096793506994 0.012053621064197509 0.0031057729405998906 0.014709405415642083
leaf_weight=84 94 52 75 52 53 62 158 79 73 85 293 53 52 78 57 52 631 52 84 78 57
leaf_count=84 94 52 75 52 53 62 158 79 73 85 293 53 52 78 57 52 631 52 84 78 57
internal_value=0 0.00907494 0.00515782 0.00432147 0.00807271 0.00336645 0.00258102 0.00375995 0.00487115 0.00762157 0.00352589 0.0112078 0.00806202 0.00719761 0.00788863 0.0108207 0.00697948 0.0154113 0.00893513 0.00690628 0.0124553
internal_weight=0 1415 939 864 1222 759 697 603 524 1169 451 105 1117 851 773 266 688 193 214 130 109
internal_count=2354 1415 939 864 1222 759 697 603 524 1169 451 105 1117 851 773 266 688 193 214 130 109
is_linear=0
shrinkage=0.16829


Tree=6218
num_leaves=23
num_cat=0
split_feature=4 123 15 15 52 52 4 11 15 4 475 15 43 42 40 4 1446 15 4 1211 42 15
split_gain=8.29232 2.05091 0.440482 0.466912 0.590173 0.914862 0.820402 0.412299 0.395623 0.332055 0.332015 0.312766 0.290204 0.288391 0.287754 0.268973 0.186133 0.165852 0.124403 0.127642 0.035281 0.0313228
threshold=0.30163500000000004 0.081180000000000016 0.029300000000000003 -0.14524999999999996 -0.101225 -0.050359999999999995 -0.0083249999999999973 0.075910000000000019 -0.41606999999999994 -0.032764999999999996 -0.084169999999999981 -0.082674999999999985 -0.081164999999999987 0.08870500000000002 -0.081174999999999983 -0.46376499999999993 0.083715000000000026 -0.074959999999999985 -0.086179999999999993 0.077345000000000011 -0.092009999999999995 -0.054259999999999996
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 2 3 -1 12 6 -6 9 13 16 -7 -12 21 -2 -3 -14 18 -17 20 -20 -4 -5
right_child=8 14 7 4 5 10 -8 -9 -10 -11 11 -13 15 -15 -16 17 -18 -19 19 -21 -22 -23
leaf_value=0.0011950403303871934 0.00058976225591491499 0.00072420529103958849 0.0010782096266696388 0.0012709460966612355 0.0003553936120602984 0.0011752587799740129 0.00085938496280642057 0.0013636144025432149 0.00020621434071213784 0.00080556285067431258 0.0010394465261438063 0.00085920691511889738 0.0011551214510769907 0.00028884422120946428 0.00039994357694806641 0.0010496163687462928 0.0012473385243584741 0.00080491395417082762 0.0010166780356467336 0.0011513854446441156 0.0011914119985404023 0.0011515891041679082
leaf_weight=103 91 72 58 54 55 75 99 54 102 52 185 253 77 57 52 53 69 76 455 98 97 67
leaf_count=103 91 72 58 54 55 75 99 54 102 52 185 253 77 57 52 53 69 76 455 98 97 67
internal_value=0 0.00100085 0.00102666 0.000982155 0.00096006 0.00090343 0.000679617 0.00108191 0.000364947 0.00106352 0.000970549 0.000935416 0.00107546 0.000474106 0.000588509 0.000999116 0.00108074 0.000905724 0.00106445 0.00104061 0.00114928 0.00120515
internal_weight=0 2104 1980 1097 994 667 154 883 250 829 513 438 327 148 124 206 777 129 708 553 155 121
internal_count=2354 2104 1980 1097 994 667 154 883 250 829 513 438 327 148 124 206 777 129 708 553 155 121
is_linear=0
shrinkage=0.0032998


Tree=6219
num_leaves=15
num_cat=0
split_feature=4 123 13 14 13 13 0 132 15 481 1454 15 4 42
split_gain=10.0667 2.84839 1.3151 1.1515 0.581112 0.408387 0.391434 0.379502 0.460154 0.37733 0.331063 0.291771 0.279997 0.137713
threshold=0.30163500000000004 0.081180000000000016 -0.16392499999999996 0.076175000000000007 -0.0074049999999999993 0.0028150000000000002 -0.069389999999999993 0.082230000000000011 1.0000000180025095e-35 -0.073474999999999985 0.077440000000000023 -0.41880499999999993 0.018150000000000003 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 11 -6 -3 9 -9 13 12 -2 -11 -4
right_child=4 6 3 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.00077814359039346146 0.00044757526724825453 0.00084942700195352299 0.0014730435399161056 0.0016707146903882286 0.00086580901825434795 0.00045581743406301575 0.00047339075395805801 0.00090367742617377008 0.0012675542635549176 0.0012130263762114928 0.0014088548434398492 0.00013782291439585177 0.0010892014126055603 0.0012640799473974315
leaf_weight=77 90 70 82 60 52 55 54 96 64 1206 83 53 246 66
leaf_count=77 90 70 82 60 52 55 54 96 64 1206 83 53 246 66
internal_value=0 0.00117178 0.00120218 0.00121932 0.000471136 0.000655395 0.000685953 0.00120461 0.00104945 0.00121934 0.00120382 0.000333018 0.00119207 0.0013801
internal_weight=0 2104 1980 1903 250 107 124 1843 160 1683 1535 143 1452 148
internal_count=2354 2104 1980 1903 250 107 124 1843 160 1683 1535 143 1452 148
is_linear=0
shrinkage=0.0032998


Tree=6220
num_leaves=25
num_cat=0
split_feature=1 2 15 1 2 12 12 12 13 48 43 13 13 43 43 13 2 52 133 158 133 12 15 12
split_gain=10.1783 1.46573 1.13435 0.86765 0.883965 0.820324 0.638872 0.592331 0.408505 0.544829 0.331219 0.31742 0.254727 0.423483 0.200547 0.229388 0.177122 0.170887 0.131586 0.131368 0.116698 0.0905148 0.152434 0.0237149
threshold=0.10892500000000001 0.13880500000000004 -0.24042999999999998 0.089475000000000013 0.12358500000000001 0.088395000000000015 0.085090000000000013 0.091545000000000015 -0.016469999999999995 0.083180000000000018 -0.006474999999999999 -0.11122999999999998 0.071660000000000015 -0.087864999999999985 0.0066850000000000008 0.0052200000000000015 0.17000000000000001 -0.021489999999999995 -0.006494999999999999 0.084905000000000022 0.10209000000000001 0.096265000000000003 0.091475000000000015 0.098150000000000015
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 10 4 7 8 -4 11 -5 -10 -2 -1 13 -9 15 19 -3 -7 23 -13 -20 22 -19 -15
right_child=1 16 6 5 -6 17 -8 12 9 -11 -12 14 -14 18 -16 -17 -18 21 20 -21 -22 -23 -24 -25
leaf_value=0.0016197267249171106 0.00037553340211498275 0.00051939105333561708 0.00080746257187158004 0.00078561684965462047 0.00090528711972707901 0.0014204322382083434 0.0011935238051009424 0.00092151827383008228 0.00092302678515566344 0.0013280060252429493 0.00074328183473297831 0.0013480225813856518 0.0014184077191504523 0.0013873505211187355 0.0012111992310245745 0.0015689560864179327 0.00026438255166733385 0.0012971322986915137 0.00109586924779158 0.0014936365155741192 0.0012659649421109189 0.0013423010253458491 0.0010487063704262213 0.0012756605851921145
leaf_weight=57 52 68 99 66 55 74 90 54 84 65 56 719 67 58 90 66 54 55 88 80 100 53 58 55
leaf_count=57 52 68 99 66 55 74 90 54 84 65 56 719 67 58 90 66 54 55 88 80 100 53 58 55
internal_value=0 0.000711883 0.000837081 0.00127912 0.00131782 0.00115239 0.000991488 0.00133362 0.00100361 0.00109993 0.000566544 0.00137722 0.00122899 0.00119314 0.00136271 0.00137843 0.000406807 0.00128553 0.00124175 0.00136265 0.00118653 0.00122518 0.00116993 0.0013333
internal_weight=0 419 297 1944 1489 455 189 1434 215 149 108 1012 422 355 955 865 122 240 301 799 188 166 113 113
internal_count=2363 419 297 1944 1489 455 189 1434 215 149 108 1012 422 355 955 865 122 240 301 799 188 166 113 113
is_linear=0
shrinkage=0.0032998


Tree=6221
num_leaves=19
num_cat=0
split_feature=1 3 123 47 2 2 14 2 52 2 0 3 3 1 0 49 3 2
split_gain=30.0205 5.89905 2.55718 2.47686 1.82886 1.79998 1.55498 1.21271 0.997659 0.492633 0.780388 0.523666 0.459444 0.420231 0.347136 0.232883 0.187433 0.184953
threshold=0.10538500000000002 -0.058704999999999993 0.081990000000000021 0.10019500000000002 0.13880500000000004 0.11585500000000001 0.062655000000000016 -1.0000000180025095e-35 -0.091784999999999992 0.090000000000000011 -0.07304999999999999 -0.060614999999999995 -0.14265999999999998 0.089710000000000026 -0.050379999999999994 -1.0000000180025095e-35 -0.034684999999999994 0.083570000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 5 4 7 6 9 -3 -2 10 11 17 -11 16 -7 -9 -14 -1
right_child=1 3 -4 -5 -6 14 -8 15 -10 12 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0013992473030338514 0.0013373107454547201 -0.00012707229714515708 0.00069835397991029969 0.00072201537426933948 -0.00034654918082061063 0.0011356678554239417 0.0018983083264752713 0.00058709929333192743 0.00077486928806426198 0.0015688503879343373 0.0011085891659882371 0.0011536715507614378 0.0012720061920927363 0.00098140715772485412 0.00076139164504288221 0.00028700630002177839 0.0014746204194345299 0.001502155363119735
leaf_weight=310 52 65 65 74 89 57 64 57 103 62 83 64 434 52 53 57 59 563
leaf_count=310 52 65 65 74 89 57 64 57 103 62 83 64 434 52 53 57 59 563
internal_value=0 0.000429724 0.00134247 0.000187575 3.98739e-05 0.00136569 0.00139235 0.000232203 0.000963787 0.00137242 0.00141709 0.00144438 0.0012973 0.00126634 0.000955655 0.000437362 0.00129633 0.00146565
internal_weight=0 497 1866 342 268 1801 1691 179 155 1627 1020 937 607 545 110 114 493 873
internal_count=2363 497 1866 342 268 1801 1691 179 155 1627 1020 937 607 545 110 114 493 873
is_linear=0
shrinkage=0.0032998


Tree=6222
num_leaves=18
num_cat=0
split_feature=1 13 49 49 13 13 16 12 4 4 0 4 40 13 13 13 49
split_gain=0.473298 0.2425 0.179867 0.245745 0.242723 0.267868 0.183378 0.19842 0.222266 0.658512 0.164334 0.308145 0.131455 0.206199 0.169838 0.0905783 0.0746316
threshold=0.12450500000000002 0.17982000000000001 -0.076494999999999994 -0.020999999999999994 -0.0049299999999999995 -0.084114999999999981 -0.41574999999999995 0.081095000000000014 -0.00013999999999999996 -0.15618499999999999 0.11535000000000002 -0.096364999999999992 -0.072979999999999975 -0.0042049999999999995 -0.40078499999999995 -0.032264999999999995 0.085350000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 5 -1 16 8 9 -8 11 -9 -2 14 -14 -4 -5
right_child=12 -3 3 6 -6 -7 7 10 -10 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.016847065761359737 -0.0058974923499421263 0.017735460967375157 0.0058921634630825486 0.011525220022271772 0.022375085313211938 0.0012211412810852634 0.012662078570422548 -0.0035687312420075966 0.010695281030793563 -0.011285272331083873 0.017445946562835112 0.0096190842080000408 0.006291689334110436 0.01170211465738729 -0.0069397216825099412 -0.0038040690615273091 0.020664185559397745
leaf_weight=69 52 101 54 52 67 57 60 52 86 71 71 1294 53 60 57 55 52
leaf_count=69 52 101 54 52 67 57 60 52 86 71 71 1294 53 60 57 55 52
internal_value=0 0.00966665 0.00926628 0.00875292 0.0141698 0.00979245 0.00923918 0.00880064 0.0040473 -0.000303306 0.0095273 0.00910826 0.0014935 0.00376484 -0.000548255 0.000983087 0.016112
internal_weight=0 2141 2040 1847 193 126 1738 1634 217 131 1417 1346 222 170 110 109 104
internal_count=2363 2141 2040 1847 193 126 1738 1634 217 131 1417 1346 222 170 110 109 104
is_linear=0
shrinkage=0.16829


Tree=6223
num_leaves=15
num_cat=0
split_feature=1 10 41 4 51 484 156 151 49 39 1213 39 43 1
split_gain=0.327469 0.265749 0.188946 0.28185 0.286505 0.138458 0.34028 0.112522 0.203949 0.134525 0.155064 0.0737123 0.069874 0.0506198
threshold=0.12450500000000002 -0.005834999999999999 0.083975000000000008 -0.47860499999999995 -0.04652499999999999 0.085515000000000022 0.087045000000000011 -0.089594999999999994 -0.11612499999999999 0.092205000000000023 -0.0020849999999999996 0.089650000000000021 -0.079329999999999984 0.13752500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 12 -5 -9 10 -10 13 -7 -3
right_child=1 11 -4 5 -6 6 -8 8 9 -11 -12 -13 -14 -15
leaf_value=0.0079205900921491493 -0.0091453647823867314 0.0035423614326097999 -0.00066370692023587591 0.01389359096416551 0.024495697458771202 0.0049736832980007434 -0.0058195181464756867 0.018291624741704045 0.010568892527866797 0.016102298691548389 0.0064740821746165121 0 0.012675535686900146 0.010999634150440085
leaf_weight=59 53 53 68 98 60 72 70 53 337 52 1208 64 64 52
leaf_count=59 53 53 68 98 60 72 70 53 337 52 1208 64 64 52
internal_value=0 0.00124079 0.00804084 0.00832724 0.0162929 0.0078412 0.0036989 0.00832834 0.00799671 0.00765393 0.00736842 0.00450862 0.0086113 0.0072526
internal_weight=0 222 2141 2073 119 1954 206 1748 1650 1597 1545 169 136 105
internal_count=2363 222 2141 2073 119 1954 206 1748 1650 1597 1545 169 136 105
is_linear=0
shrinkage=0.16829


Tree=6224
num_leaves=18
num_cat=0
split_feature=3 97 42 43 132 3 1 3 0 3 403 48 12 1213 403 43 15
split_gain=0.291365 0.20165 0.210518 0.191704 0.177836 0.244674 0.223071 0.218357 0.189633 0.357632 0.176795 0.163726 0.179564 0.161877 0.141405 0.155666 0.0530262
threshold=0.31343500000000007 -0.0047149999999999996 0.08648500000000002 -0.14495499999999997 0.081465000000000024 -0.14162499999999997 0.077565000000000009 -0.22382999999999997 -0.060199999999999997 0.083605000000000013 -0.53317999999999988 0.092205000000000023 -0.065214999999999981 0.027540000000000002 -0.083284999999999984 -0.083669999999999981 -0.10364499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -6 -3 11 -10 -5 12 -7 14 -12 -16 -13
right_child=-2 2 3 10 6 8 -8 -9 9 -11 13 16 -14 -15 15 -17 -18
leaf_value=-0.0038116555541148384 -0.0033301641010898332 0.009866452195990548 -0.0044804454523703898 -0.0039918170180954981 0.0078562078646117334 0.017579230302356683 -0.0050213238721484388 0.024161638359993812 -0.007358605995265729 0.010187015353255734 0.013014679530277165 0.011253542969059687 0.0073456567114909234 0.01415617932782284 0.010682530562567044 0.0033141485467663451 0.018882289645205916
leaf_weight=52 88 74 60 53 96 52 63 52 62 70 61 55 802 64 97 510 52
leaf_count=52 88 74 60 53 96 52 63 52 62 70 61 55 802 64 97 510 52
internal_value=0 0.00652566 0.00676828 0.00467185 0.00805252 0.00874366 0.00274249 0.0157803 0.00793084 0.00193228 0.00537368 0.00875291 0.00797088 0.00605424 0.00527531 0.00449459 0.0149778
internal_weight=0 2275 2223 845 1378 1219 159 126 1093 132 785 961 854 732 668 607 107
internal_count=2363 2275 2223 845 1378 1219 159 126 1093 132 785 961 854 732 668 607 107
is_linear=0
shrinkage=0.16829


Tree=6225
num_leaves=23
num_cat=0
split_feature=4 2 12 150 2 11 15 150 2 15 2 16 4 51 47 4 2 15 157 15 484 16
split_gain=14.7591 2.58651 1.80396 2.01013 1.4201 0.778488 1.3885 0.75734 0.665562 0.658451 0.601553 0.507402 0.486789 0.316454 0.296715 0.281854 0.235963 0.195122 0.192009 0.168508 0.153274 0.224504
threshold=0.30163500000000004 0.14234000000000005 0.054520000000000006 0.088690000000000005 -0.0091949999999999983 1.0000000180025095e-35 0.03981500000000001 0.081245000000000026 0.090000000000000011 -0.41606999999999994 0.092925000000000021 0.0060650000000000009 -0.16772499999999999 0.015475000000000001 0.09585500000000001 0.0034000000000000007 0.11093500000000002 0.087720000000000006 -1.0000000180025095e-35 -0.074054999999999996 -0.07742499999999998 -0.0084099999999999991
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 2 3 4 -1 8 -7 9 11 16 19 14 -12 20 17 -14 -2 -4 -13 -6 -10 -22
right_child=7 -3 5 -5 10 6 -8 -9 13 -11 12 18 15 -15 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=0.0006674203043331462 0.00026556155395542292 0.00063091302700665514 0.0014311073688549299 0.0005081011570579585 0.0015890273754596011 0.0013141656050916061 0.0019848637258364607 0.00072395262448146278 0.0014083726276755454 1.8437997022607489e-05 0.0013873970831788801 0.0010004724336965126 0.00086095916084019631 0.0010130355216167253 0.0011529388721657618 0.0011941916565122929 0.00055654354466605038 0.0013212309115788927 0.0012547488133435327 0.0013235655555391863 0.0012841239029285985 0.0011176774674695319
leaf_weight=52 53 71 534 59 54 97 52 60 52 62 58 52 62 85 62 52 73 281 95 56 211 161
leaf_count=52 53 71 534 59 54 97 52 60 52 62 58 52 62 85 62 52 73 281 95 56 211 161
internal_value=0 0.00125121 0.00127242 0.00107066 0.00116993 0.00131954 0.00154847 0.00040076 0.00129726 0.000297426 0.00126246 0.00134602 0.00113963 0.00119911 0.00137632 0.00101327 0.000434426 0.00139327 0.00116504 0.0014542 0.00123633 0.00121218
internal_weight=0 2146 2075 393 334 1682 149 248 1533 188 282 1024 172 509 877 114 126 815 147 110 424 372
internal_count=2394 2146 2075 393 334 1682 149 248 1533 188 282 1024 172 509 877 114 126 815 147 110 424 372
is_linear=0
shrinkage=0.0032998


Tree=6226
num_leaves=24
num_cat=0
split_feature=1 3 4 123 2 2 457 47 1 3 14 3 4 12 3 4 3 3 3 3 1 4 133
split_gain=16.3659 2.24979 1.6194 1.47325 1.28555 0.915296 0.631895 0.555723 0.415628 0.589573 0.366395 0.510878 0.368303 0.337362 0.240859 0.222501 0.221484 0.169903 0.164606 0.086842 0.0835468 0.0626213 0.0170363
threshold=0.10752500000000002 -0.034684999999999994 0.30163500000000004 0.080635000000000012 0.14721500000000001 0.090000000000000011 0.080930000000000016 0.078345000000000012 0.091615000000000016 -0.11197999999999998 0.054835000000000009 -0.10077999999999999 -0.084384999999999988 0.11628000000000001 -0.072024999999999992 0.0045450000000000013 0.25468500000000005 0.0025650000000000004 -0.081184999999999993 -0.08632999999999999 0.11762000000000002 -1.0000000180025095e-35 -0.0061299999999999992
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 20 5 7 10 8 16 9 -7 11 -1 19 18 15 -14 17 -3 -11 22 -2 -16 -13
right_child=1 4 -4 -5 -6 6 -8 -9 -10 13 -12 12 14 -15 21 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0011524700286624754 0.0012892741849733929 0.00044092018950066665 0.00052094638821042333 0.00089846712284970579 5.777879945360736e-05 0.00092484454713119969 0.00091221296204168007 0.00087229071372411178 0.0014978409437197836 0.0014050001920567746 0.0016862176958581854 0.0015524662546436928 0.0014320224196184793 0.0010548446018767868 0.0011545768482095877 0.0012028538324533535 0.00031046474896057226 0.00070555814233469092 0.0012754200230093301 0.0016783852369793093 0.0010947059776333927 0.0013265886134479453 0.0014575904194081524
leaf_weight=84 52 55 63 81 67 53 52 54 94 171 53 72 629 60 52 52 54 53 327 52 53 52 59
leaf_count=84 52 55 63 81 67 53 52 54 94 171 53 72 629 60 52 52 54 53 327 52 53 52 59
internal_value=0 0.000637501 0.000940189 0.00133541 0.000457689 0.0013544 0.00126557 0.000581573 0.00129158 0.00125979 0.00141522 0.00140154 0.00142311 0.00129154 0.00139161 0.00141458 0.000484449 0.000571115 0.00131999 0.00155804 0.0011914 0.00124092 0.00151
internal_weight=0 451 168 1943 283 1862 757 216 705 611 1105 1052 968 558 785 681 162 108 498 183 105 104 131
internal_count=2394 451 168 1943 283 1862 757 216 705 611 1105 1052 968 558 785 681 162 108 498 183 105 104 131
is_linear=0
shrinkage=0.0032998


Tree=6227
num_leaves=24
num_cat=0
split_feature=3 3 4 43 14 43 3 0 160 3 0 43 43 39 457 4 3 4 3 4 16 3 52
split_gain=11.3756 4.28783 2.37496 1.80222 1.13527 1.07291 1.05933 0.960886 0.553958 0.493084 0.444411 0.354129 0.417625 0.342546 0.298578 0.306482 0.283045 0.282689 0.232825 0.387965 0.218228 0.189384 0.0949019
threshold=-0.058704999999999993 0.30835000000000007 0.30163500000000004 -0.033174999999999989 0.076175000000000007 -0.095244999999999982 0.10323000000000002 -0.074754999999999988 -0.054789999999999998 0.12991000000000003 -0.07304999999999999 0.015110000000000002 0.091510000000000022 0.087735000000000021 0.062030000000000009 0.0053900000000000016 0.085315000000000016 -0.040489999999999991 -0.14162499999999997 -0.078524999999999998 0.41484500000000007 -0.076899999999999982 0.0029250000000000005
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 3 4 5 7 -2 10 11 -9 -8 16 14 -13 -7 15 21 -5 18 -10 -20 -19 -1 -17
right_child=1 -3 -4 6 -6 13 9 8 17 -11 -12 12 -14 -15 -16 22 -18 20 19 -21 -22 -23 -24
leaf_value=0.0013493142668428168 0.00098362731088952023 7.1160576500628312e-05 0.00063854215123919475 0.0013199820600572987 0.0017033011283336299 0.00062079380928823746 0.00053792640636243251 0.00082017104339257834 0.0013588615914003064 0.0009532364088213715 0.00085747811632234027 0.00087990983340174779 0.0012458188423551016 0.00032695066190830405 0.001078478332261015 0.0010559044105702684 0.0010146363005804741 0.00084591166465361684 0.00090878058212599951 0.0012493601206190212 0.001146987995034456 0.0011847189152474696 0.0012495101656192322
leaf_weight=752 58 99 75 98 56 82 66 71 76 60 52 52 103 93 67 61 52 53 56 110 55 89 58
leaf_count=752 58 99 75 98 56 82 66 71 76 60 52 52 103 93 67 61 52 53 56 110 55 89 58
internal_value=0 0.000704688 0.00121387 0.000816424 0.00123986 0.00059413 0.000974227 0.00122365 0.0010877 0.000735973 0.00112267 0.00127204 0.00112329 0.000464838 0.00129445 0.00130949 0.00121436 0.00114187 0.00120523 0.00113468 0.000999564 0.00133194 0.00115056
internal_weight=0 660 1734 561 1659 233 328 1603 421 126 202 1182 155 175 1027 960 150 350 242 166 108 841 119
internal_count=2394 660 1734 561 1659 233 328 1603 421 126 202 1182 155 175 1027 960 150 350 242 166 108 841 119
is_linear=0
shrinkage=0.0032998


Tree=6228
num_leaves=25
num_cat=0
split_feature=4 12 0 4 47 12 43 43 41 4 16 4 39 51 156 4 51 16 0 4 16 43 4 50
split_gain=12.4948 3.68009 1.53804 1.19975 1.42779 1.51611 0.963224 0.822052 0.811326 0.598541 0.555084 0.475145 0.298093 0.281366 0.38076 0.249 0.214675 0.209667 0.198082 0.179542 0.150055 0.0809649 0.0733313 0.174963
threshold=0.30163500000000004 0.054520000000000006 -0.074754999999999988 -0.031874999999999994 0.077555000000000013 -1.0000000180025095e-35 -0.11990999999999997 -0.026594999999999997 0.075585000000000013 -0.0030749999999999996 -0.49181999999999998 0.049545000000000006 0.0095750000000000019 0.0045000000000000014 0.090170000000000014 -0.49269499999999994 -0.085574999999999984 -0.14483499999999996 -0.059114999999999994 0.41816000000000003 0.39524000000000009 -0.0063549999999999987 -0.0063999999999999986 0.089280000000000012
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 3 8 7 5 9 -4 -1 11 -5 19 13 -12 14 16 -8 -3 -13 22 -2 -20 -15 23 -17
right_child=10 2 6 4 -6 -7 15 -9 -10 -11 12 17 -14 21 -16 18 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0013956949715072968 0.0010102435873568538 0.0021297932872437557 0.0012618775918074848 0.0011979511068045143 0.0017932063817116461 0.00090041092387727767 0.0019287820608171252 0.001910689348657918 0.0022904564819744336 0.0016662266122833076 0.0006803691479047233 0.0017982700593343276 0.0010111195071385948 0.0018290135559199782 0.0016509340315353836 0.0018924925312569247 0.0019283923651908965 0.0015277113928730216 0.0014517979861093859 0.0012647391206533911 0.0016974497885675662 0.0016566050716302126 0.0016628800821590149 0.0016441847199826025
leaf_weight=52 60 66 55 52 66 87 61 100 56 72 67 89 55 97 53 90 806 52 55 66 61 52 72 52
leaf_count=52 60 66 55 52 66 87 61 100 56 72 67 89 55 97 53 90 806 52 55 66 61 52 72 52
internal_value=0 0.00177212 0.00184051 0.0014983 0.00136843 0.00123539 0.00167312 0.00173474 0.00189922 0.00147014 0.000989473 0.00188116 0.000829767 0.00190507 0.00192694 0.00173088 0.00194368 0.00169874 0.00169419 0.00114383 0.00158128 0.00176908 0.00175523 0.00180181
internal_weight=0 2146 1717 429 277 211 446 152 1271 124 248 1215 122 1074 925 391 872 141 330 126 116 149 214 142
internal_count=2394 2146 1717 429 277 211 446 152 1271 124 248 1215 122 1074 925 391 872 141 330 126 116 149 214 142
is_linear=0
shrinkage=0.0032998


Tree=6229
num_leaves=15
num_cat=0
split_feature=3 123 15 3 0 48 150 0 0 3 48 474 3 3
split_gain=6.11916 2.9869 1.98489 0.949864 0.7699 0.724834 0.385052 0.846052 0.681642 0.278146 0.228931 0.185712 0.149903 0.196323
threshold=0.30835000000000007 0.081180000000000016 -0.37478999999999996 0.10812000000000001 -0.071844999999999978 0.092475000000000016 0.083205000000000015 -0.10490499999999998 -0.14989499999999997 -0.076554999999999998 0.083570000000000019 0.083875000000000019 -0.13795999999999997 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 12 8 -8 -4 -10 -3 -9 -6 -14
right_child=-2 10 3 -5 5 -7 7 11 9 -11 -12 -13 13 -15
leaf_value=0.00051901686148420772 0.00015059089593313994 0.00045790515064308404 0.0013820172301382389 0.00072018134448674227 0.0011014630178342978 0.0005754315049038035 0.00059408289373501569 0.0012524725660763819 0.0011183924979524427 0.00099316370540990738 0.00069791475577880228 0.00097456355086785081 0.00083066240807168411 0.0010114743506639406
leaf_weight=82 99 90 97 95 99 53 52 52 983 248 86 57 102 199
leaf_count=82 99 90 97 95 99 53 52 52 983 248 86 57 102 199
internal_value=0 0.000988903 0.00102323 0.00104351 0.00105931 0.000939645 0.00109569 0.000941872 0.00111432 0.00109319 0.000575383 0.00110747 0.000987816 0.00095032
internal_weight=0 2295 2119 2037 1942 453 1489 161 1328 1231 176 109 400 301
internal_count=2394 2295 2119 2037 1942 453 1489 161 1328 1231 176 109 400 301
is_linear=0
shrinkage=0.0032998


Tree=6230
num_leaves=23
num_cat=0
split_feature=1 376 47 133 47 1 1213 12 0 4 49 4 4 4 484 1452 484 12 52 4 4 0
split_gain=0.587045 0.289899 0.293745 0.31035 0.265146 0.226413 0.212152 0.211335 0.20688 0.215678 0.189829 0.16121 0.152636 0.140728 0.116003 0.180324 0.104347 0.113132 0.0950884 0.0950223 0.0480064 0.029511
threshold=0.089790000000000023 0.083785000000000012 0.077555000000000013 -0.0073049999999999999 0.09717000000000002 0.13662500000000002 0.066460000000000019 -0.007389999999999999 -0.068669999999999995 -0.47860499999999995 -0.061834999999999994 -0.068484999999999976 -0.082304999999999975 -0.080954999999999985 0.089765000000000011 0.083830000000000002 0.063455000000000011 0.084290000000000018 0.10744000000000002 0.043850000000000007 -0.075414999999999982 -0.053259999999999995
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=6 2 3 -2 -4 7 8 -5 14 -10 -9 -11 -8 -12 15 16 17 20 -19 -6 -1 -13
right_child=1 -3 4 5 19 -7 12 10 9 11 13 21 -14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.012420675942652625 -0.0033303108195678424 -0.0022405172144922812 0.022763209414259508 0.00013071468248810437 0.015012004706707242 -0.0016924167723648162 0.024177735054205854 0.019715208703638441 0.015488154954805202 -0.0042186612545396856 0.014358655514205865 0.0098353975753161359 0.013272597746461088 0.0062001346355978863 0.017547401500141967 0.0018336615917535282 0.0059813574341918826 0.01082873769444039 0.016247349000894858 0.0060732181794143194 0.018758895110227349 0.0041883124937946419
leaf_weight=53 95 99 56 68 52 69 63 53 55 54 87 54 89 197 101 52 75 608 110 99 106 54
leaf_count=53 95 99 56 68 52 69 63 53 55 54 87 54 89 197 101 52 75 608 110 99 106 54
internal_value=0 0.00632167 0.00741632 0.00543597 0.0128512 0.00719671 0.0118303 0.00871559 0.011142 0.00637382 0.0104425 0.00326835 0.0178043 0.00870573 0.0120768 0.0115247 0.0120521 0.0125692 0.0116614 0.00916337 0.0166575 0.00702849
internal_weight=0 875 776 569 207 474 1474 405 1322 217 337 162 152 284 1105 1004 952 877 718 151 159 108
internal_count=2349 875 776 569 207 474 1474 405 1322 217 337 162 152 284 1105 1004 952 877 718 151 159 108
is_linear=0
shrinkage=0.16829


Tree=6231
num_leaves=24
num_cat=0
split_feature=1 52 1 2 3 47 1 12 12 150 2 52 51 48 42 52 42 13 1429 12 1 151 13
split_gain=11.4593 1.53284 1.19659 1.03491 0.521795 0.476049 0.446149 0.467165 0.422081 0.404003 0.317488 0.469582 0.472119 0.244113 0.213461 0.180405 0.176093 0.192493 0.168083 0.138305 0.0921575 0.157053 0.0681942
threshold=0.10538500000000002 -0.29521499999999995 0.13891000000000003 0.099675000000000014 0.092330000000000009 0.078345000000000012 0.089875000000000024 0.084665000000000004 0.088395000000000015 0.10389500000000002 0.12454500000000002 0.024560000000000002 -1.0000000180025095e-35 0.091840000000000019 0.085790000000000019 0.10963000000000002 0.082755000000000009 -0.0060899999999999991 0.084885000000000002 0.093840000000000021 1.0000000180025095e-35 -0.085164999999999977 -0.057284999999999996
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 5 4 6 9 7 14 -8 16 11 12 -5 15 20 18 17 -3 -9 -10 21 -1 -13
right_child=1 2 -4 10 -6 -7 8 13 19 -11 -12 22 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0013778878020296839 0.0011035137000403824 0.00052729239897824872 0.00018873538940648155 0.0010944082004942653 0.00084813896784962967 0.00080332115525362882 0.00085603208108352071 0.0011562903816425595 0.0012461909411442119 0.00077432704470382701 0.00074485416970508157 0.0010889403247561287 0.00075888378582779641 0.00097039556629340982 0.0014998757881044503 0.0013248931351944942 0.00057937561044207983 0.00025891106209675581 0.0013556493327177917 0.0010616320056142908 0.001379682412732706 0.0011628851554316589 0.0012534552609502986
leaf_weight=59 53 52 99 86 52 93 77 646 88 56 55 56 100 61 63 99 77 68 52 99 77 114 67
leaf_count=59 53 52 99 86 52 93 77 646 88 56 55 56 100 61 63 99 77 68 52 99 77 114 67
internal_value=0 0.000572471 0.000509144 0.00113652 0.00117524 0.00060072 0.00118707 0.00121491 0.00106345 0.000526107 0.000978235 0.00101966 0.000914208 0.00117473 0.00132491 0.00119033 0.000455368 0.000375503 0.00117119 0.00114867 0.00128068 0.00123641 0.00117884
internal_weight=0 498 445 1851 1487 346 1435 1171 264 253 364 309 186 858 313 797 197 120 698 187 250 173 123
internal_count=2349 498 445 1851 1487 346 1435 1171 264 253 364 309 186 858 313 797 197 120 698 187 250 173 123
is_linear=0
shrinkage=0.0032998


Tree=6232
num_leaves=26
num_cat=0
split_feature=1 13 0 123 13 133 42 1213 43 1446 1447 151 3 15 51 0 12 0 43 15 3 3 131 13 12
split_gain=0.451894 0.342256 0.500375 0.229288 0.272758 0.263251 0.159219 0.148126 0.177628 0.172555 0.198318 0.188915 0.153715 0.133774 0.250965 0.174348 0.13233 0.123675 0.117188 0.210586 0.112924 0.0913657 0.0869017 0.0745463 0.0680435
threshold=0.089790000000000023 -0.10899499999999999 -0.10417499999999999 1.0000000180025095e-35 -0.009329999999999998 -0.0073049999999999999 0.093655000000000002 0.066460000000000019 -0.012014999999999998 0.088360000000000008 -0.085709999999999995 -0.06568499999999998 0.085315000000000016 -0.070049999999999987 -0.10830999999999999 -0.11327499999999999 0.092495000000000008 -0.060199999999999997 -0.040789999999999993 0.0056700000000000006 -0.084524999999999975 -0.081694999999999976 0.090495000000000006 -1.0000000180025095e-35 0.08425500000000001
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=7 2 -2 5 6 -3 -5 9 -9 10 -1 20 17 15 -15 -7 -17 21 22 -20 24 -13 -16 -19 -12
right_child=1 3 -4 4 -6 13 -8 8 -10 -11 11 12 -14 14 18 16 -18 23 19 -21 -22 -23 -24 -25 -26
leaf_value=0.020644870138322509 0.0060126948509675116 0.00083783433388648831 -0.014940397937951872 0.013103781322233886 -0.0081288146174224966 0.0061994664248517396 0.00020183491775455954 0.02362849185602427 0.011434636159828824 0.0025399084319109163 0.016108209244904203 0.0089165387419400197 0.00051684988917168712 0.018605132048292981 -0.0027254324615306811 0.022279371181780111 0.01110660765023758 0.00036829625643600058 0.0032010223040703969 0.01675856601218741 0.020679905988076633 0.012497732477863288 0.0067285444873858057 0.0089385105161974947 0.0075273929448509014
leaf_weight=53 85 98 52 53 54 56 56 52 100 82 53 491 55 54 57 72 53 60 73 59 67 351 53 56 54
leaf_count=53 85 98 52 53 54 56 56 52 100 82 53 491 55 54 57 72 53 60 73 59 67 351 53 56 54
internal_value=0 0.00578745 -0.00192719 0.007222 0.0016371 0.00880208 0.00649174 0.0106214 0.015618 0.0100455 0.0105404 0.0100877 0.00920335 0.0104346 0.00821609 0.0140526 0.0175565 0.00970018 0.00589045 0.00927444 0.0152262 0.0104115 0.00181333 0.00452113 0.0117945
internal_weight=0 875 137 738 163 575 109 1474 152 1322 1240 1187 1013 477 296 181 125 958 242 132 174 842 110 116 107
internal_count=2349 875 137 738 163 575 109 1474 152 1322 1240 1187 1013 477 296 181 125 958 242 132 174 842 110 116 107
is_linear=0
shrinkage=0.16829


Tree=6233
num_leaves=18
num_cat=0
split_feature=1 52 39 3 2 12 2 11 12 0 15 13 3 15 3 3 3
split_gain=10.9156 1.90183 1.62719 1.01828 0.683127 0.626493 0.552659 0.514368 1.34861 0.79413 0.428668 0.426744 0.22373 0.199492 0.166668 0.18472 0.151018
threshold=0.10538500000000002 -0.29521499999999995 0.081875000000000017 0.31370500000000007 0.10836000000000003 -1.0000000180025095e-35 0.11252000000000002 1.0000000180025095e-35 0.08708500000000001 -0.11073999999999999 -0.095244999999999982 -0.011834999999999998 -0.11197999999999998 -0.031659999999999994 -0.0020049999999999994 -0.065259999999999999 0.10449500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 7 11 -7 9 -9 10 -1 -3 -11 -6 15 -14 -8
right_child=1 3 -4 -5 13 6 16 8 -10 12 -12 -13 14 -15 -16 -17 -18
leaf_value=0.0011152387032897103 0.0011603930654804841 0.0005342243368799414 0.00071555631670719476 0.00014152439880891316 0.0010589294576004754 0.00087149625559941515 0.0004276523792511203 0.0017671238747801624 0.0010478760013637358 0.00098010095173543875 0.00071671796328994289 0.00016210781887818343 0.0011822962484805256 0.00083761131966352269 0.0013540076758855155 0.00098255338528995418 0.00065346728579539117
leaf_weight=53 53 93 103 73 94 94 67 53 62 65 68 53 1148 89 61 55 65
leaf_count=53 53 93 103 73 94 94 67 53 62 65 68 53 1148 89 61 55 65
internal_value=0 0.00056901 0.00111952 0.000498496 0.0011433 0.000568452 0.000677519 0.00116571 0.00137966 0.00114872 0.000891568 0.000399382 0.0011721 0.000951486 0.00118195 0.00117319 0.000539116
internal_weight=0 498 1851 445 1748 372 226 1565 115 1450 121 146 1329 183 1264 1203 132
internal_count=2349 498 1851 445 1748 372 226 1565 115 1450 121 146 1329 183 1264 1203 132
is_linear=0
shrinkage=0.0032998


Tree=6234
num_leaves=22
num_cat=0
split_feature=4 3 2 2 3 11 3 11 2 13 2 4 3 2 1456 1212 1429 16 16 4 2
split_gain=9.28686 3.73868 1.21152 1.03879 0.909624 0.808069 0.892269 0.873163 0.552068 0.42013 0.374611 0.324133 0.289802 0.45736 0.177794 0.150583 0.138804 0.114308 0.120921 0.113648 0.0148898
threshold=0.27287000000000006 -0.058704999999999993 0.10859000000000001 -0.0091949999999999983 -0.066704999999999987 1.0000000180025095e-35 -0.11197999999999998 0.085630000000000026 0.13673000000000005 -1.0000000180025095e-35 0.11225500000000001 0.0051600000000000005 0.092330000000000009 0.094835000000000017 0.085945000000000008 0.086310000000000012 0.08103500000000001 -0.046599999999999996 -0.16238499999999997 -0.082734999999999989 0.085025000000000003
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 -3 -2 6 -1 -7 10 -4 -6 14 13 20 15 16 -8 18 -13 -17 -5
right_child=4 2 9 12 8 7 11 -9 -10 -11 -12 17 -14 -15 -16 19 -18 -19 -20 -21 -22
leaf_value=0.00092311579610000868 0.00082474234459947217 0.00062885369594992417 0.0005336295721771739 0.0012912607028706109 0.00038287899196657725 0.0017845323389989311 0.0012344748560319098 0.001253589882312701 0.00016354581205174488 0.00090510756772193494 0.00075213621603691452 0.0010973529064025867 0.00096859990111277305 0.00099765305725925098 0.0014509973176768582 0.0014561965926369789 0.0013667924561759084 0.001044182213267239 0.0013253606107523374 0.0012882742663239107 0.0013906100248014331
leaf_weight=94 82 57 91 52 72 64 808 73 66 53 52 56 92 73 64 76 103 92 52 125 52
leaf_count=94 82 57 91 52 72 64 808 73 66 53 52 56 92 73 64 76 103 92 52 125 52
internal_value=0 0.00118253 0.000923371 0.00103492 0.000533849 0.0012583 0.00123557 0.00150188 0.00040812 0.000670599 0.000538013 0.00125689 0.00112083 0.00119975 0.00127801 0.00126803 0.00124947 0.00113253 0.00120746 0.00135194 0.00134127
internal_weight=0 2077 470 326 272 1607 1470 137 190 144 124 1376 269 177 1176 1112 911 200 108 201 104
internal_count=2349 2077 470 326 272 1607 1470 137 190 144 124 1376 269 177 1176 1112 911 200 108 201 104
is_linear=0
shrinkage=0.0032998


Tree=6235
num_leaves=18
num_cat=0
split_feature=2 0 15 50 3 11 52 52 0 10 16 151 3 16 0 16 0
split_gain=0.352042 0.219826 0.256342 0.208257 0.214947 0.20155 0.146176 0.18939 0.140621 0.121241 0.143205 0.178494 0.252422 0.172489 0.167027 0.1304 0.113032
threshold=0.10859000000000001 -0.13740499999999997 -0.12431499999999999 0.090980000000000019 -0.10468499999999999 0.079915000000000014 -0.054974999999999989 -0.23125999999999997 -0.059114999999999994 0.046740000000000011 0.25032500000000008 0.050660000000000004 -0.0047649999999999993 0.31615500000000002 -0.10891999999999999 -0.015379999999999998 -0.11912999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 9 7 -6 -8 10 11 12 14 -12 -1 -16 -14
right_child=1 3 -4 -5 6 -7 8 -9 -10 -11 13 -13 16 -15 15 -17 -18
leaf_value=0.0033519782891826937 0.0075984418775170721 -0.00029225561189808954 -0.007735909386930394 -0.0027976586651757948 0.013118499475586787 0.017486441511149472 0.019071429662831797 -0.0010178069397366301 0.0080321222256568448 0.0016131889879710079 -0.0029863687168644013 0.0016432829260421492 0.013316037892840738 0.0090950726761300539 0.0093291980650641974 0.013100500086328242 0.022926164161722329
leaf_weight=101 54 60 72 52 55 97 81 52 56 53 52 65 84 93 847 380 61
leaf_count=101 54 60 72 52 55 97 81 52 56 53 52 65 84 93 847 380 61
internal_value=0 0.00487904 -0.00114979 0.00701788 0.00870277 0.00999849 0.010922 0.00623173 0.0145721 0.00957906 0.00982885 0.0103065 0.0106876 0.00475003 0.00995645 0.0104986 0.0173713
internal_weight=0 482 126 356 304 1833 244 107 137 1736 1683 1538 1473 145 1328 1227 145
internal_count=2315 482 126 356 304 1833 244 107 137 1736 1683 1538 1473 145 1328 1227 145
is_linear=0
shrinkage=0.16829


Tree=6236
num_leaves=15
num_cat=0
split_feature=1348 1420 9 4 124 0 0 51 51 159 4 4 0 0
split_gain=0.211686 0.180883 0.161372 0.213388 0.224911 0.190559 0.295837 0.262989 0.15708 0.183517 0.124824 0.0735565 0.0562584 0.0722241
threshold=1.0000000180025095e-35 -0.069964999999999986 -0.079919999999999977 0.26790000000000008 -1.0000000180025095e-35 -0.14989499999999997 -0.11912999999999999 0.07955000000000001 0.11144500000000002 -0.041264999999999989 -0.50665499999999986 -0.0049999999999999984 -0.075624999999999984 -0.14766999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 11 -4 10 -10 -8 -7 13 -6
right_child=-2 2 3 4 12 6 8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.016398629448247028 -0.0023288169144512739 0.016375246702859801 0.02131581623888942 0.011974686451206177 -0.0020482452668516837 -0.0056889847724939623 0.01613974255409522 0.0053107738941723086 0.009725836474982175 -0.0032744526281342618 0.0080800853406278721 0.0031677938554790638 -0.0040385291351951692 0.0062318812825503996
leaf_weight=66 61 56 67 55 61 53 57 52 53 73 1480 53 70 58
leaf_count=66 61 56 67 55 61 53 57 52 53 73 1480 53 70 58
internal_value=0 0.00769581 0.00743247 0.00719673 0.00250254 0.00780244 0.00736184 0.0143371 0.00791144 0.00217966 0.00838015 -0.00124365 -0.000244396 0.00197235
internal_weight=0 2254 2188 2132 244 1888 1769 119 1663 126 1537 106 189 119
internal_count=2315 2254 2188 2132 244 1888 1769 119 1663 126 1537 106 189 119
is_linear=0
shrinkage=0.16829


Tree=6237
num_leaves=22
num_cat=0
split_feature=1 12 2 12 1 12 4 0 52 4 43 0 4 12 51 3 4 42 43 1454 3
split_gain=10.8476 1.95764 1.34416 1.52721 0.604739 0.589699 0.449308 0.518866 0.440138 0.489579 0.438973 0.361419 0.457564 0.323035 0.334014 0.237292 0.219296 0.193334 0.145825 0.135346 0.0953479
threshold=0.10947000000000001 0.054520000000000006 0.10981000000000002 -0.064509999999999984 0.084330000000000016 0.11769500000000001 -0.08916499999999998 -0.10891999999999999 -0.085924999999999987 -0.0047649999999999993 -0.00059999999999999995 -0.081344999999999987 -0.47860499999999995 0.092495000000000008 -0.025359999999999997 0.149315 -0.0097949999999999982 0.11387000000000001 -0.00096999999999999983 0.081220000000000014 -0.086264999999999994
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 4 3 -2 -1 6 11 -8 -6 -10 -4 -3 -13 14 20 -12 17 -15 -18 -16 -9
right_child=2 5 10 -5 8 -7 7 13 9 -11 15 12 -14 16 19 -17 18 -19 -20 -21 -22
leaf_value=0.001221263496397254 0.00049830050903226038 0.0016688591758913806 0.00031137859581503003 0.0011404051366783164 0.0011156704070490161 0.00095469649611986849 0.0010140692193791247 0.0015870595022981157 0.00059508850502833005 0.00096789299571713638 0.00073648420104225156 0.001534950730805277 0.0011308247677207014 0.0013131340616548961 0.0013092983708865803 0.00046986155762129741 0.0011924380432256751 0.0010901215359456458 0.00096522290744991193 0.0011290976156563175 0.0014016852567648069
leaf_weight=98 70 57 97 96 78 59 81 55 67 92 71 67 58 208 659 77 78 56 55 52 84
leaf_count=98 70 57 97 96 78 59 81 55 67 92 71 67 58 208 659 77 78 56 55 52 84
internal_value=0 0.00123165 0.000640327 0.00086985 0.00100218 0.00128062 0.00129333 0.00127204 0.000911434 0.000811021 0.000484669 0.00144849 0.00134772 0.00128877 0.0013255 0.000598006 0.00121003 0.00126596 0.00109874 0.00129617 0.00147529
internal_weight=0 1904 411 166 335 1569 1510 1328 237 159 245 182 125 1247 850 148 397 264 133 711 139
internal_count=2315 1904 411 166 335 1569 1510 1328 237 159 245 182 125 1247 850 148 397 264 133 711 139
is_linear=0
shrinkage=0.0032998


Tree=6238
num_leaves=19
num_cat=0
split_feature=1 150 124 43 16 1 474 402 402 1 15 1 15 155 150 1429 1 15
split_gain=0.21357 0.37337 0.156498 0.138797 0.225933 0.522655 0.124221 0.123741 0.186594 0.113557 0.106113 0.0959034 0.232769 0.192905 0.149842 0.127117 0.085637 0.0587694
threshold=0.11156000000000001 0.084680000000000019 -0.086114999999999983 -0.072864999999999985 -0.41863499999999992 0.13554500000000003 0.10523500000000001 0.08865000000000002 0.039875000000000008 0.12475000000000001 0.089050000000000004 0.087840000000000015 0.090645000000000017 0.097110000000000016 0.077585000000000001 0.083810000000000009 0.094610000000000014 0.041820000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 9 -5 -6 7 8 11 -2 17 14 13 -13 15 -4 -14 -9
right_child=1 -3 6 4 5 -7 -8 10 -10 -11 -12 12 16 -15 -16 -17 -18 -19
leaf_value=0.016131974634332993 0.0067016477571818717 -0.0066190981404108005 0.0078060316982648493 0.00045752258481560401 0.0033766820970816311 0.02491507596946026 0.015278116028437544 0.0094475589826218381 -0.0025554112656224338 -0.0041545968758269127 0.0054525122192591131 0.0012328291080453142 0.0072436701637994374 0.012349031958635986 0.014369740080755828 -3.2886512420156684e-05 0.016644480342491677 0.016762564149816389
leaf_weight=61 55 83 939 62 73 57 56 53 59 54 63 299 59 52 94 62 53 81
leaf_count=61 55 83 939 62 73 57 56 53 59 54 63 299 59 52 94 62 53 81
internal_value=0 0.00336374 0.00771834 0.00612246 0.00884696 0.0128343 0.00744292 0.00720005 0.00671212 0.00130684 0.0111959 0.00706423 0.00502309 0.00288479 0.00792564 0.00731871 0.0117083 0.0138827
internal_weight=0 384 1931 301 192 130 1870 1814 1617 109 197 1558 463 351 1095 1001 112 134
internal_count=2315 384 1931 301 192 130 1870 1814 1617 109 197 1558 463 351 1095 1001 112 134
is_linear=0
shrinkage=0.16829


Tree=6239
num_leaves=17
num_cat=0
split_feature=1375 1 376 457 10 52 1 52 52 4 11 3 11 15 4 52
split_gain=0.190768 0.141535 0.25473 0.182344 0.138611 0.189014 0.243665 0.126886 0.151803 0.133037 0.162328 0.203201 0.175397 0.0819698 0.0600017 0.0254817
threshold=-0.097394999999999982 0.10947000000000001 0.080200000000000007 0.084040000000000017 -0.0069899999999999988 -0.053514999999999993 0.13148500000000005 0.5087600000000001 0.26959000000000005 0.26790000000000008 1.0000000180025095e-35 -0.11756999999999999 0.086080000000000018 -0.04174499999999999 0.40780000000000005 -0.10886
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 7 -3 15 14 8 9 10 11 -2 -12 -5 -7 -6
right_child=1 2 -4 13 5 6 -8 -9 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.0039524633821614906 -0.0038638974380712397 0.013040896904637823 -0.0065336090860680191 0.018250380981606369 0.00046930070670875469 0.0056510342039779761 0.014386720325973653 0.012664866478255503 -0.00046828746906331348 -0.0019193008435495218 0.019607963765900179 0.0065516474696432547 0.0061054614667706945 0.0088756733111899026 -0.0022337318179417431 -0.0047467155193895811
leaf_weight=55 55 52 64 52 53 56 73 84 98 53 55 1349 55 56 53 52
leaf_count=55 55 52 64 52 53 56 73 84 98 53 55 1349 55 56 53 52
internal_value=0 0.00605925 0.00319186 0.00668055 0.00503324 0.00357611 0.0068588 0.00626423 0.00594023 0.00634217 0.00663256 0.00614235 0.012873 0.0134061 0.00180067 -0.00209676
internal_weight=0 2260 403 1857 339 287 182 1749 1665 1567 1514 1404 110 108 109 105
internal_count=2315 2260 403 1857 339 287 182 1749 1665 1567 1514 1404 110 108 109 105
is_linear=0
shrinkage=0.16829


Tree=6240
num_leaves=20
num_cat=0
split_feature=1 3 2 2 123 42 2 2 16 14 3 1446 2 1 3 16 15 42 43
split_gain=11.1391 1.31722 0.995898 0.937368 0.726122 0.424278 0.42406 0.495621 0.447359 0.418192 0.426749 0.387372 0.35466 0.34927 0.289121 0.190921 0.453986 0.0892901 0.0595491
threshold=0.10538500000000002 -0.050489999999999993 0.10836000000000003 0.114165 1.0000000180025095e-35 0.098870000000000013 -1.0000000180025095e-35 0.11144000000000001 -0.074474999999999986 0.054835000000000009 -0.15315499999999996 0.083715000000000026 0.090000000000000011 0.079415000000000013 0.0012800000000000001 0.022165000000000004 -0.050699999999999995 0.088305000000000008 -0.067359999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 9 6 -3 -8 -9 10 -1 12 14 -14 -12 -4 -17 -13 -2
right_child=1 5 15 -5 -6 -7 7 8 -10 -11 11 17 13 -15 -16 16 -18 -19 -20
leaf_value=0.00085761411952826221 0.0010451969527408647 0.00022698774441896874 0.00099397920749596017 0.00043717421867668719 0.00078440443844790281 0.00015344182447784709 0.00081048432325101199 0.00058659957394205321 0.00022072948960461105 0.0014025636057149262 0.0011721437528831456 0.0013602102252139091 0.0010785947105758952 0.00080513112761636881 0.00091985662229659309 0.00097784393240160704 0.00056404147800978555 0.0011910133616677794 0.00088079116823098623
leaf_weight=63 53 61 95 57 67 56 55 94 60 63 841 95 381 60 54 65 53 61 53
leaf_count=63 53 61 95 57 67 56 55 94 60 63 841 95 381 60 54 65 53 61 53
internal_value=0 0.000537102 0.00109578 0.000779551 0.00112273 0.000415769 0.000470047 0.000540819 0.000444282 0.00113672 0.00112592 0.00113723 0.00111886 0.00104147 0.00115696 0.000882406 0.000792282 0.00129428 0.000963326
internal_weight=0 489 1898 163 1685 326 270 209 154 1618 1555 1492 1336 441 895 213 118 156 106
internal_count=2387 489 1898 163 1685 326 270 209 154 1618 1555 1492 1336 441 895 213 118 156 106
is_linear=0
shrinkage=0.0032998


Tree=6241
num_leaves=29
num_cat=0
split_feature=4 3 2 376 2 51 49 16 159 2 42 0 49 0 3 4 129 51 16 2 393 42 3 52 1213 2 2 3
split_gain=9.94632 3.76448 1.98364 1.02929 0.624314 0.527197 0.450373 0.409431 0.382208 0.500795 0.332582 0.340484 0.314378 0.309037 0.23499 0.182485 0.15357 0.149579 0.272711 0.137267 0.118372 0.107911 0.153758 0.096029 0.079975 0.0514675 0.0794424 0.0531109
threshold=0.30163500000000004 -0.050489999999999993 0.10859000000000001 0.080200000000000007 0.091205000000000008 -0.10101999999999998 -0.013699999999999999 -0.097499999999999989 0.10634 0.13574000000000003 0.08648500000000002 -0.076329999999999995 -1.0000000180025095e-35 -0.10891999999999999 -0.14265999999999998 -0.082734999999999989 0.086435000000000012 -0.090859999999999982 -0.0092499999999999978 0.10045500000000002 0.088965000000000002 0.092160000000000006 -0.082284999999999983 -0.097839999999999996 0.057595000000000007 0.096540000000000015 0.10406500000000002 -0.081129999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 10 -3 -6 -7 9 19 17 15 -4 -9 -8 -12 25 -1 20 -2 24 22 -17 -20 -19 27 -27 -16
right_child=8 2 12 -5 6 7 14 13 -10 -11 11 -13 -14 -15 16 21 -18 18 23 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0010212585274614939 0.00038462205121804526 0.0012873096325385002 0.00025387824702622817 0.00054443897590223235 0.00071074482756593789 0.0011663760357490003 0.0011864538646027918 0.00064250007248399944 9.8446448561683131e-05 0.00014202693354347623 0.0013035177767057734 0.00089744015646205956 0.00056801966231084626 0.00096085484512121306 0.0011677490943259475 0.00099957958641764535 0.00084338138935408861 0.0011659161253795086 0.0012258110169495796 0.00059635077530047827 0.0013124977445200783 0.00098478071695720084 0.0011918393919007465 0.0014158751639514215 0.0010270064025725051 0.00090557976103547205 0.0010450963668959968 0.0010279564207948996
leaf_weight=56 58 56 60 68 52 54 94 59 58 57 52 98 84 79 52 71 60 366 53 83 57 85 143 78 57 78 125 94
leaf_count=56 58 56 60 68 52 54 94 59 58 57 52 98 84 79 52 71 60 366 53 83 57 85 143 78 57 78 125 94
internal_value=0 0.00102343 0.000758844 0.000905226 0.00109625 0.00100401 0.00100527 0.000921197 0.000334829 0.000403895 0.00114146 0.00107123 0.000437372 0.000825002 0.00103564 0.00111965 0.0010009 0.00118868 0.00120397 0.000509507 0.00116697 0.00108756 0.00112822 0.00133925 0.00114728 0.00102788 0.000991663 0.00107799
internal_weight=0 2131 460 316 1671 248 555 192 256 198 1116 449 144 138 503 351 409 667 611 141 480 299 214 131 423 349 203 146
internal_count=2387 2131 460 316 1671 248 555 192 256 198 1116 449 144 138 503 351 409 667 611 141 480 299 214 131 423 349 203 146
is_linear=0
shrinkage=0.0032998


Tree=6242
num_leaves=14
num_cat=0
split_feature=48 150 1446 1452 43 484 15 157 157 43 474 15 4
split_gain=0.364194 0.306719 0.24071 0.219399 0.168529 0.168458 0.180677 0.169356 0.381405 0.111868 0.0945959 0.0623353 0.051007
threshold=0.093265000000000015 1.0000000180025095e-35 0.10324000000000001 0.087755000000000014 -0.23919999999999997 -0.084699999999999984 0.11754500000000001 -0.084489999999999996 -0.06588999999999999 -0.020049999999999995 0.059400000000000008 0.076335000000000014 -0.013929999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 11 12 7 10 -9 -2 -7 -1 -6
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14
leaf_value=0.016362372654809772 -0.00065570572657921013 -0.010946462557827608 0.01770361471589979 0.016015903060817942 0.014434213477246794 0.0054112796330079574 0.013472686823860366 -0.0047975989408151169 0.0053126094260665859 0.0072318844591733227 0.0144944176142383 0.0085289950661129443 0.0079415554454082288
leaf_weight=59 103 55 57 68 77 56 76 114 1418 100 80 59 65
leaf_count=59 103 55 57 68 77 56 76 114 1418 100 80 59 65
internal_value=0 0.000193807 0.00689603 0.00659785 0.00627738 0.00588955 0.00543375 0.00506639 0.00455911 0.00322096 0.0107675 0.0124609 0.0114749
internal_weight=0 258 2129 2072 2004 1886 1744 1668 1532 203 136 118 142
internal_count=2387 258 2129 2072 2004 1886 1744 1668 1532 203 136 118 142
is_linear=0
shrinkage=0.16829


Tree=6243
num_leaves=14
num_cat=0
split_feature=48 49 151 0 0 1446 0 30 158 133 52 0 52
split_gain=0.252134 0.220142 0.192351 0.211844 0.200249 0.197243 0.172046 0.16628 0.166799 0.105152 0.103225 0.100176 0.0187673
threshold=0.093265000000000015 -0.058769999999999996 -0.089594999999999994 -0.22607999999999998 -0.15653499999999998 0.10324000000000001 -0.13740499999999997 0.085185000000000025 0.094850000000000004 0.048520000000000008 -0.054974999999999989 -0.098179999999999976 -0.0093349999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -4 -5 6 12 8 -8 -1 -3 -12 -6
right_child=1 10 3 4 5 -7 7 -9 -10 -11 11 -13 -14
leaf_value=0.018142792260545451 -0.0093884586981325315 0.0082310825532532616 -0.0045536926676357711 0.015692754662820333 0.00068312262020085311 0.015613451188269348 0.005289202526847993 -0.0037784187081191943 0.01155412848162593 0.007553323762343564 -0.0056486074141912541 0.0036524626344047817 -0.0037936278065857794
leaf_weight=52 54 65 59 55 53 52 1566 53 131 56 53 86 52
leaf_count=52 54 65 59 55 53 52 1566 53 131 56 53 86 52
internal_value=0 0.000158847 0.00573664 0.00536531 0.0056645 0.00537434 0.00508634 0.00548356 0.00577388 0.0126686 0.00269488 9.30863e-05 -0.00151682
internal_weight=0 258 2129 2021 1962 1907 1855 1750 1697 108 204 139 105
internal_count=2387 258 2129 2021 1962 1907 1855 1750 1697 108 204 139 105
is_linear=0
shrinkage=0.16829


Tree=6244
num_leaves=26
num_cat=0
split_feature=1 2 16 40 2 1 150 1 16 16 4 4 2 16 16 480 133 4 52 52 16 4 4 16 16
split_gain=17.6209 3.40392 2.56839 1.88009 1.27812 0.834247 0.766915 0.63234 0.662628 0.613937 0.47607 0.384678 0.323333 0.244872 0.225475 0.248977 0.261937 0.224734 0.216338 0.204313 0.157751 0.115366 0.117941 0.0988318 0.0716401
threshold=0.10538500000000002 0.13631000000000001 0.058765000000000005 -0.012109999999999998 0.091205000000000008 0.091410000000000005 1.0000000180025095e-35 0.076010000000000008 0.12292000000000002 -0.010379999999999999 0.40780000000000005 0.043850000000000007 0.10045500000000002 0.0060650000000000009 -0.0021749999999999994 0.086930000000000021 -0.010174999999999998 0.49433000000000005 -0.18817999999999999 -0.42364999999999992 0.081265000000000018 -0.0072499999999999995 -0.051459999999999992 -0.10654499999999999 -0.50624499999999995
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 9 5 11 -1 7 8 21 10 12 13 -2 14 15 16 -5 -3 -9 -10 -15 22 -6 -23 -12
right_child=1 17 -4 4 6 -7 -8 18 19 -11 24 -13 -14 20 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.001366840905670001 0.001217619046631096 0.00020643242170774033 0.0014195199675965003 0.0016807802979320993 0.0014787767814158699 0.00078143194978335382 0.0010327291872596928 0.0015200022791227001 0.0013280621305553674 0.00047466459285207198 0.00080807710717349115 0.0013520251604490253 0.00084760535652330326 0.0013594567567885565 0.0018411909218279949 0.001837268501528545 0.0015579159067181957 0.0004856265223266713 0.0018216237170849711 0.0010709429728412039 0.0015807298791948152 0.0014844546544455633 0.0016668685331713486 0.0012984087582852961 0.00063017802061729055
leaf_weight=55 53 66 100 327 145 52 53 52 73 52 52 66 52 63 57 57 492 61 57 67 91 75 54 62 53
leaf_count=55 53 66 100 327 145 52 53 52 73 52 52 66 52 63 57 57 492 61 57 67 91 75 54 62 53
internal_value=0 0.000806048 0.00096917 0.00150869 0.00153412 0.00108267 0.00141514 0.00144973 0.00139737 0.000797146 0.000876831 0.00159993 0.00103471 0.00161495 0.00163546 0.00162204 0.00160701 0.000340811 0.00167805 0.00120526 0.00149044 0.00147731 0.00152999 0.00140052 0.000718616
internal_weight=0 489 362 1898 1791 107 638 585 476 262 210 1153 105 1087 933 876 819 127 109 140 154 336 199 137 105
internal_count=2387 489 362 1898 1791 107 638 585 476 262 210 1153 105 1087 933 876 819 127 109 140 154 336 199 137 105
is_linear=0
shrinkage=0.0032998


Tree=6245
num_leaves=24
num_cat=0
split_feature=12 3 43 12 2 2 43 13 3 2 0 3 0 12 0 0 15 156 3 2 3 1210 3
split_gain=8.49755 2.03721 2.05185 2.00221 1.0406 0.809778 0.695705 0.592065 0.538445 0.464047 0.329883 0.303136 0.272857 0.212386 0.181651 0.378319 0.168392 0.146341 0.12774 0.119266 0.135311 0.109333 0.0715397
threshold=0.054520000000000006 0.30112000000000005 -0.049364999999999992 0.093270000000000006 0.13290500000000002 0.10406500000000002 -0.086949999999999986 -0.011494999999999998 -0.154195 0.095935000000000006 -0.050379999999999994 0.092330000000000009 -0.10803999999999998 0.083570000000000019 -0.084144999999999984 -0.079119999999999982 0.092725000000000016 0.087205000000000019 0.099220000000000017 0.091205000000000008 -0.097574999999999981 -0.081959999999999991 -0.071814999999999976
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=1 2 6 9 8 11 -1 -8 -5 13 14 12 -4 -2 22 -16 -17 19 -7 20 -15 -22 -10
right_child=3 -3 5 4 -6 18 7 -9 10 -11 -12 -13 -14 17 15 16 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0009585179283780644 0.0016146206519383529 0.000436163721737323 0.0015455323737273373 0.00093996789752612796 0.00073955850702761702 0.00081244291743146665 0.00074655665078616172 0.00030273584038615454 0.0011130804022520852 0.0011897332482625372 0.0010171742341430587 0.0010949924195616154 0.0012202473014974124 0.0016203454915401465 0.0015943582745347059 0.001195117455681685 0.0013641147695576798 0.0012945398983461457 0.0010252044968791262 0.0013073894521726883 0.0015842710594253572 0.0014272468231745425 0.0012801831760579031
leaf_weight=85 73 94 58 65 53 53 87 53 74 90 55 63 58 52 52 129 141 89 82 73 57 649 53
leaf_count=85 73 94 58 65 53 53 87 53 74 90 55 63 58 52 52 129 141 89 82 73 57 649 53
internal_value=0 0.000885113 0.000963343 0.00133303 0.00118347 0.00113588 0.0007224 0.00057879 0.00122476 0.00141889 0.00126142 0.00128196 0.00138319 0.00143962 0.00129126 0.00133381 0.0012835 0.00142569 0.000941937 0.0014397 0.00145239 0.00143997 0.00118309
internal_weight=0 633 539 1705 622 314 225 140 569 1083 504 179 116 993 449 322 270 920 135 831 758 706 127
internal_count=2338 633 539 1705 622 314 225 140 569 1083 504 179 116 993 449 322 270 920 135 831 758 706 127
is_linear=0
shrinkage=0.0032998


Tree=6246
num_leaves=13
num_cat=0
split_feature=9 14 0 4 4 43 43 0 51 4 16 49
split_gain=0.418039 0.238423 0.213758 0.366897 0.298187 0.267098 0.233817 0.15246 0.124775 0.118513 0.107109 0.0972863
threshold=-1.0000000180025095e-35 0.019675000000000002 -0.11169999999999998 0.0049200000000000008 0.50373500000000015 -0.049364999999999992 -0.45791499999999996 -0.17785499999999996 0.12478000000000002 0.24099500000000004 -0.083479999999999985 -0.022974999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 6 -5 -4 -7 9 10 -8 -2
right_child=1 -3 4 5 -6 7 8 -9 -10 -11 -12 -13
leaf_value=-0.0062234706132138955 -0.00082710126946882118 0.015531588208614045 -0.0038038058001718515 -0.0044141335121094761 -0.0036329689345158431 0.0044633313880882612 0.0097911762388971976 0.01465979663884334 0.013375407862492411 -7.9608698146970235e-05 0.0066174109249626679 -0.011065801516308101
leaf_weight=77 52 78 53 53 75 89 412 79 98 61 1157 54
leaf_count=77 52 78 53 53 75 89 412 79 98 61 1157 54
internal_value=0 0.00637447 0.00604646 0.00207112 0.00674589 0.00597924 0.00718396 0.00926879 0.00752201 0.00716899 0.00745195 -0.00605999
internal_weight=0 2261 2183 327 1856 221 1781 168 1728 1630 1569 106
internal_count=2338 2261 2183 327 1856 221 1781 168 1728 1630 1569 106
is_linear=0
shrinkage=0.16829


Tree=6247
num_leaves=18
num_cat=0
split_feature=9 2 159 402 160 39 42 133 159 1447 3 3 160 12 2 159 12
split_gain=0.289274 0.189748 0.250758 0.209712 0.242316 0.233443 0.204094 0.198316 0.158199 0.137571 0.148024 0.160506 0.130719 0.111377 0.0961959 0.0852202 0.124483
threshold=-1.0000000180025095e-35 0.091205000000000008 0.088255000000000014 0.081585000000000019 0.11799000000000001 0.082470000000000016 0.081180000000000016 -0.27466499999999994 0.094345000000000026 -0.085804999999999979 -0.097574999999999981 -0.14265999999999998 0.0065900000000000012 0.098330000000000015 0.11266500000000002 -0.22563499999999997 0.083705000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 7 -4 -3 12 -2 11 -11 -9 15 -7 -12 -17
right_child=1 3 6 -5 -6 14 -8 8 -10 10 13 -13 -14 -15 -16 16 -18
leaf_value=-0.0051761237848281013 0.00031567172981793011 -0.0032423461654285187 0.0067639626819463979 -0.0047890230141362346 -0.0067672163339602852 -0.0069161134664923549 -0.0065512407686104876 0.0050899113237360023 0.014545212334254659 0.0064129551783553085 0.0011367566216492866 0.018792719940689637 0.012499400316101248 0.00025777844221445208 0.0021140010900348753 0.012400558730067568 0.0071087524842005324
leaf_weight=77 73 57 61 79 53 53 70 480 72 53 54 69 79 62 90 155 701
leaf_count=77 73 57 61 79 53 53 70 480 72 53 54 69 79 62 90 155 701
internal_value=0 0.00530158 0.00663106 0.00350775 0.00425124 0.00495614 -0.000337317 0.00624251 0.00710215 0.00741482 0.00788689 0.0134294 0.00614026 0.00718938 -0.00122026 0.00765967 0.00806906
internal_weight=0 2261 1298 963 884 831 131 688 631 1167 1094 122 559 972 143 910 856
internal_count=2338 2261 1298 963 884 831 131 688 631 1167 1094 122 559 972 143 910 856
is_linear=0
shrinkage=0.16829


Tree=6248
num_leaves=29
num_cat=0
split_feature=1 12 13 16 0 3 13 42 0 0 52 16 15 15 1 47 3 0 16 12 0 16 16 16 16 12 15 52
split_gain=11.3537 3.81853 2.25396 1.29455 1.03234 0.741919 0.654577 0.368691 0.593645 0.354747 0.351155 0.322423 0.839921 0.308587 0.330572 0.305594 0.369043 0.255044 0.188036 0.215204 0.35111 0.175849 0.141298 0.12819 0.226822 0.169323 0.0769211 0.204313
threshold=0.098950000000000024 -1.0000000180025095e-35 -0.10278499999999999 -0.074254999999999988 -0.07304999999999999 0.085315000000000016 -0.11122999999999998 0.090040000000000023 -0.14822499999999997 -0.098179999999999976 0.11614000000000001 0.10246000000000001 0.089835000000000012 -0.093124999999999986 0.12719000000000003 0.083875000000000019 -0.11327499999999999 0.024745000000000003 -0.083479999999999985 0.08598500000000002 -0.094709999999999989 -0.084884999999999988 -0.092879999999999976 -0.0062149999999999992 0.0086100000000000013 0.083795000000000022 0.080840000000000009 0.11110500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 -3 9 5 7 -2 8 -1 -4 11 12 -6 14 -8 16 -5 -13 19 22 -21 -9 -10 25 -25 -20 -23 -28
right_child=1 2 3 15 10 -7 13 21 18 -11 -12 17 -14 -15 -16 -17 -18 -19 23 20 -22 26 -24 24 -26 -27 27 -29
leaf_value=0.0017444299877449007 0.00077471486197839493 0.00046900456108511221 0.0010013336924384699 0.0013592224066635793 0.00074975927713970725 0.0010001188976577068 0.00043381972532905133 0.0011429305925124572 0.0016653467288833689 0.00063482608890747146 0.00089456293859037155 0.0011774126373826105 0.0012849637837117052 0.000524306860114832 6.084156074920914e-05 0.0014387819283430644 0.00099667748261033111 0.001459919443017503 0.0011521519097638091 0.0011685118298539994 0.0014573459342504822 0.0012166813559270871 0.0014264728259744065 0.0015093672646392673 0.001277670667087208 0.0013390417838682381 0.0015000958788556416 0.0012348879851808549
leaf_weight=52 56 73 65 60 53 63 52 94 65 53 52 82 82 77 52 77 65 64 66 63 185 59 52 117 81 346 66 66
leaf_count=52 56 73 65 60 53 63 52 94 65 53 52 82 82 77 52 77 65 64 66 63 185 59 52 117 81 346 66 66
internal_value=0 0.000793474 0.000993052 0.00111249 0.00131193 0.00135199 0.000462379 0.00136886 0.00139832 0.000837014 0.00114638 0.00119286 0.00107511 0.00036555 0.000247669 0.00127324 0.00117098 0.00130149 0.00137983 0.00144042 0.00138411 0.00126258 0.00155948 0.00134351 0.00141476 0.00130919 0.00132128 0.00136776
internal_weight=0 630 393 320 1708 1375 237 1312 1027 118 333 281 135 181 104 202 125 146 975 365 248 285 117 610 198 412 191 132
internal_count=2338 630 393 320 1708 1375 237 1312 1027 118 333 281 135 181 104 202 125 146 975 365 248 285 117 610 198 412 191 132
is_linear=0
shrinkage=0.0032998


Tree=6249
num_leaves=16
num_cat=0
split_feature=0 4 43 1210 12 4 0 11 0 4 4 1210 3 403 4
split_gain=0.282271 0.270248 0.194842 0.184291 0.160714 0.148028 0.149371 0.138927 0.163055 0.292652 0.26382 0.119998 0.119175 0.103196 0.0211673
threshold=-0.023359999999999995 -0.14538499999999996 -0.065409999999999982 -0.08107499999999998 0.12212000000000002 0.27161500000000005 -0.10803999999999998 1.0000000180025095e-35 -0.11169999999999998 0.076415000000000025 -0.0086449999999999982 -0.0093199999999999967 -0.050489999999999993 -0.43469499999999994 0.41816000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 14 8 9 10 -5 -10 -4 -13 -7
right_child=1 -3 12 4 -6 6 -8 -9 11 -11 -12 13 -14 -15 -16
leaf_value=0.013293963497143369 -0.0047428780928981274 -0.0069536872770892917 0.011847379296337408 0.0054164948895473507 0.014031935436213783 0.002428885828643364 -0.0047088910920024176 0.013710252047319451 -0.00065170630973760606 0.010635548335332324 -0.0084256674838497168 0.00032175570142567417 0.001408401797646336 0.0066895931277210141 0.0071237348386266625
leaf_weight=87 52 101 74 66 59 58 83 58 73 65 95 77 54 1282 54
leaf_count=87 52 101 74 66 59 58 83 58 73 65 95 77 54 1282 54
internal_value=0 7.15699e-06 0.00392295 0.00570004 0.00536376 0.0050952 0.000690867 0.00559464 0.00530966 0.00109894 -0.00274008 0.00597295 0.00745747 0.00633012 0.00470851
internal_weight=0 281 180 2057 1970 1911 195 1716 1658 226 161 1432 128 1359 112
internal_count=2338 281 180 2057 1970 1911 195 1716 1658 226 161 1432 128 1359 112
is_linear=0
shrinkage=0.16829


Tree=6250
num_leaves=24
num_cat=0
split_feature=1 4 39 2 4 1 15 1 2 4 1 0 4 16 0 1455 159 16 15 0 0 156 15
split_gain=14.506 2.81778 1.9328 1.92512 1.37562 1.15569 0.535955 0.447882 0.406465 0.701007 0.501985 0.837576 0.405704 0.336311 0.265543 0.232836 0.169287 0.320449 0.642394 0.229743 0.106902 0.0774769 0.0570839
threshold=0.10752500000000002 0.41488500000000006 0.081875000000000017 0.11144000000000001 0.054560000000000004 0.13522500000000001 -0.05332499999999999 0.094790000000000013 0.092365000000000017 -0.013514999999999998 0.076010000000000008 -0.04478999999999999 0.0017200000000000002 0.26391000000000003 -0.096374999999999975 -1.0000000180025095e-35 0.08728000000000001 -0.00017499999999999997 -0.019239999999999997 -0.13314999999999996 -0.097604999999999983 0.088775000000000007 -0.0036549999999999998
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 3 4 13 8 -3 20 -4 15 10 11 22 -11 -2 -5 -1 17 19 -19 -17 -6 -12 -10
right_child=1 5 7 14 6 -7 -8 -9 9 12 21 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0018072760449421577 0.0012108713086784822 0.00078702656408988344 0.0013243601203950014 0.00062939952171317862 0.0015280048427165928 0.00024748004316373236 0.0010833813424367116 0.00089927574992952879 0.0017015807207447771 0.001068291186442016 0.0018671950361480885 0.0011301071947416163 0.0014578847550577984 0.0015503907304110945 0.00093784817332397596 0.0013873484805823569 0.0014709971805541549 0.0014621346899063301 0.0019190941366007657 0.0016091998047097135 0.0013363642798618612 0.0016742019288710933 0.0015604908476099741
leaf_weight=70 80 92 52 64 66 82 78 58 52 54 52 54 66 55 60 57 97 52 99 778 72 52 127
leaf_count=70 80 92 52 64 66 82 78 58 52 54 52 54 66 55 60 57 97 52 99 778 72 52 127
internal_value=0 0.000858128 0.00152645 0.00107645 0.00155208 0.00053296 0.00130389 0.00110055 0.00158536 0.00150101 0.00157859 0.00149254 0.00128286 0.00134946 0.000778933 0.00161876 0.00160654 0.00161984 0.00176196 0.0015941 0.00142827 0.00177104 0.00160167
internal_weight=0 433 1936 259 1826 174 216 110 1610 457 337 233 120 135 124 1153 1083 986 151 835 138 104 179
internal_count=2369 433 1936 259 1826 174 216 110 1610 457 337 233 120 135 124 1153 1083 986 151 835 138 104 179
is_linear=0
shrinkage=0.0032998


Tree=6251
num_leaves=17
num_cat=0
split_feature=4 3 12 16 14 12 14 133 4 49 49 12 4 16 12 4
split_gain=25.7138 7.70388 3.71838 2.53743 2.37398 1.76367 1.70566 1.30175 0.927876 0.634078 0.736591 0.624265 0.613139 0.377502 0.370063 0.248314
threshold=0.30163500000000004 0.20828500000000003 -0.024179999999999997 -0.4582 0.062655000000000016 0.13032500000000005 -0.42214499999999994 0.087035000000000015 0.032965000000000001 -0.047749999999999994 -0.088014999999999996 0.086935000000000012 0.45363500000000007 -0.054549999999999994 0.090905000000000014 -0.0027699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 12 5 8 -5 15 9 10 -4 -11 -2 14 -10 -1
right_child=3 -3 4 6 -6 -7 -8 -9 13 11 -12 -13 -14 -15 -16 -17
leaf_value=0.0013390214975141732 0.00072647144740614524 0.00055683334906156043 0.0019021926567000984 0.00065498551833341446 0.0023952235922295698 0.0011937521123108774 -0.00016658385921525411 0.00088599931188541284 0.001863705676316194 0.001955614756343683 0.001382335447641152 0.0018097293659320964 0.0011873121849637765 0.0014573887992610272 0.0015342954634561762 0.0016578783096335686
leaf_weight=52 77 58 54 54 75 52 56 55 91 513 68 891 54 94 66 59
leaf_count=52 77 58 54 54 75 52 56 55 91 513 68 891 54 94 66 59
internal_value=0 0.00174384 0.00177708 0.000606344 0.00181842 0.00179475 0.000236412 0.00130268 0.00181231 0.00184307 0.00161273 0.00186306 0.000916705 0.0016252 0.00172545 0.00150882
internal_weight=0 2128 2070 241 1904 1829 110 166 1777 1526 122 1404 131 251 157 111
internal_count=2369 2128 2070 241 1904 1829 110 166 1777 1526 122 1404 131 251 157 111
is_linear=0
shrinkage=0.0032998


Tree=6252
num_leaves=22
num_cat=0
split_feature=4 2 39 13 14 2 4 4 12 12 2 2 43 42 2 4 1455 474 2 13 4
split_gain=10.5382 2.63694 1.47132 1.30455 0.811335 0.797292 0.770837 0.726624 0.553659 0.457361 0.386768 0.234553 0.300215 0.213993 0.206682 0.199722 0.196948 0.185084 0.170143 0.147222 0.0245185
threshold=0.30163500000000004 0.10859000000000001 0.083495000000000014 -0.23438999999999996 -0.42214499999999994 0.13673000000000005 -0.085474999999999982 -0.048624999999999995 0.087495000000000003 0.084710000000000021 0.10272000000000002 0.08400500000000001 -0.10761 0.090945000000000012 0.086285000000000014 0.043850000000000007 -1.0000000180025095e-35 0.089190000000000005 0.10713500000000002 -0.016469999999999995 -0.16772499999999999
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 2 6 -3 -2 18 9 -5 -9 20 15 -11 -13 -10 -4 16 -8 -18 -6 -17 -1
right_child=4 3 14 7 5 -7 10 8 13 11 -12 12 -14 -15 -16 19 17 -19 -20 -21 -22
leaf_value=0.001389889440090511 0.00069029106228575359 0.00032484006757869889 0.0006273970389997917 0.0011195603403543585 0.00025349205188470613 -8.6370789689828735e-05 0.001300804281728583 0.00048274556973056549 0.001040226276382593 0.0013615346631939524 0.00083302236906442507 0.00095389689438833063 0.0012384619491138263 0.00074629650057876076 0.00090383339519497889 0.00092265113989096971 0.001127280326756509 0.00094705541511175989 0.00049585226053752316 0.0011342456132455003 0.001501096419364079
leaf_weight=68 54 56 64 91 63 59 69 56 53 63 58 70 101 58 57 102 981 69 65 59 53
leaf_count=68 54 56 64 91 63 59 69 56 53 63 58 70 101 58 57 102 981 69 65 59 53
internal_value=0 0.00106194 0.00111031 0.000782366 0.000333674 0.000230505 0.00113548 0.000881537 0.000751625 0.0012728 0.00109902 0.00118677 0.00112218 0.000886959 0.00075791 0.00111104 0.00112693 0.00111547 0.000376841 0.00100041 0.00143889
internal_weight=0 2128 1814 314 241 187 1693 258 167 355 1338 234 171 111 121 1280 1119 1050 128 161 121
internal_count=2369 2128 1814 314 241 187 1693 258 167 355 1338 234 171 111 121 1280 1119 1050 128 161 121
is_linear=0
shrinkage=0.0032998


Tree=6253
num_leaves=19
num_cat=0
split_feature=1 15 52 130 3 15 15 3 148 52 47 156 47 1210 1210 133 1210 3
split_gain=0.569543 0.288608 0.221066 0.222666 0.209011 0.286863 0.175256 0.402939 0.297603 0.258407 0.154242 0.181041 0.143603 0.105118 0.118183 0.116712 0.0962191 0.0748525
threshold=0.11481500000000001 -0.064999999999999988 0.49868000000000007 -0.050984999999999996 -0.015794999999999997 -0.26826999999999995 0.03981500000000001 -0.097224999999999992 -0.082084999999999977 0.26391000000000003 0.088195000000000009 1.0000000180025095e-35 0.10254000000000001 -0.015189999999999997 1.0000000180025095e-35 -0.022174999999999997 -0.086074999999999985 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -6 8 -8 -5 10 11 -10 -12 16 15 -15 -9 -4
right_child=1 -3 17 6 5 -7 7 13 9 -11 12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.015844868253164373 0.009350075099974365 -0.00833065401412212 0.01160819859198887 0.018209378562332741 -0.0070508999400245905 0.0087817589342086312 0.020047989731949489 0.0076203942002737125 0.0035770320107168922 -0.0051059172640491243 0.01622916424991766 0.0090007070619100432 0.0060629488085213908 0.0094169498332017706 0.014434990065857193 0.0040595412416693519 0.016722008939224837 0.020368305995772131
leaf_weight=99 103 75 61 56 81 54 92 64 548 60 78 257 81 195 56 286 70 53
leaf_count=99 103 75 61 56 81 54 92 64 548 60 78 257 81 195 56 286 70 53
internal_value=0 0.000765349 0.00847759 0.00805288 0.00363929 -0.000704528 0.00763335 0.00959022 0.00624919 0.00559337 0.00626116 0.0053108 0.0110614 0.00815369 0.00709364 0.0062352 0.0123884 0.0156966
internal_weight=0 313 2056 1942 238 135 1843 763 1080 1024 964 805 159 671 537 481 134 114
internal_count=2369 313 2056 1942 238 135 1843 763 1080 1024 964 805 159 671 537 481 134 114
is_linear=0
shrinkage=0.16829


Tree=6254
num_leaves=11
num_cat=0
split_feature=3 0 14 11 0 11 480 475 1208 150
split_gain=0.343501 0.3106 0.250777 0.399846 0.339073 0.256779 0.255306 0.120272 0.0999414 0.0518166
threshold=0.20828500000000003 -0.11912999999999999 -1.0000000180025095e-35 0.094815000000000024 -0.15270499999999995 0.079915000000000014 -0.063594999999999985 -0.088274999999999978 0.10233500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 9 6 -6 -8 -9 -4
right_child=1 -3 3 -5 5 -7 7 8 -10 -11
leaf_value=0.01535901847630829 0.0059336332489037351 -0.01244796438429243 0.0012875735221957072 -0.0080068682868259401 -0.0040066524436190663 0.01807269058569554 0.00029698310562031155 0.0072606538222856742 0.014647087048541899 -0.0052799677567889136
leaf_weight=90 52 52 86 54 59 60 69 1737 54 56
leaf_count=90 52 52 86 54 59 60 69 1737 54 56
internal_value=0 -0.00323989 0.00664006 0.00627845 0.006643 0.00721311 0.00687264 0.0072187 0.00748436 -0.00128979
internal_weight=0 104 2265 2175 2121 1979 1919 1860 1791 142
internal_count=2369 104 2265 2175 2121 1979 1919 1860 1791 142
is_linear=0
shrinkage=0.16829


Tree=6255
num_leaves=25
num_cat=0
split_feature=3 3 43 0 15 3 10 475 43 43 156 11 16 52 52 52 15 43 16 3 15 40 43 42
split_gain=6.44331 2.53226 1.93692 1.90007 1.20375 1.1297 0.804253 0.65827 0.523091 0.392124 0.295958 0.260657 0.245197 0.261336 0.246782 0.245147 0.267925 0.243932 0.290966 0.230264 0.240847 0.227589 0.168761 0.0952904
threshold=-0.058704999999999993 0.30112000000000005 -0.033174999999999989 -0.037794999999999995 -1.0000000180025095e-35 0.11745500000000002 -1.0000000180025095e-35 -0.082549999999999998 -0.092454999999999982 0.0066850000000000008 0.087205000000000019 0.078065000000000009 0.052555000000000011 -0.13370999999999997 -0.42890999999999996 -0.082554999999999976 -0.096114999999999992 0.0061450000000000003 -0.24900499999999998 -0.085289999999999991 0.089050000000000004 -0.078349999999999989 -0.00067499999999999993 0.093195000000000014
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 6 7 -5 9 -2 10 -8 15 -1 -6 13 -9 -14 -4 -17 18 -15 -19 -21 -10 -20 -16
right_child=1 -3 5 4 11 -7 8 12 21 -11 -12 -13 14 17 23 16 -18 19 22 20 -22 -23 -24 -25
leaf_value=0.0015548383303140973 0.0003592994773478689 0.0003396767491682787 0.001403941499395874 0.00046151925121930022 0.00088701882005647948 0.00072598913841500853 0.0010664289060736813 0.0014622728884612459 0.00081400865562880371 0.00093743391683004016 0.0012600136149759167 0.0012116537313319894 0.0012378437937319072 0.0010399395329733529 0.00090434492856129552 0.0013381538526942396 0.001023915167381191 0.0013011449270510967 0.0012478652648155754 0.00087955458593147603 0.0011488458047524902 0.00051100320257156607 0.0014311515900018335 0.00109349501762938
leaf_weight=95 66 103 69 55 52 83 52 52 55 61 64 59 94 72 55 52 73 58 764 57 107 55 62 71
leaf_count=95 66 103 69 55 52 83 52 52 55 61 64 59 94 72 55 52 73 58 764 57 107 55 62 71
internal_value=0 0.000816128 0.00090277 0.00119809 0.000861847 0.00106149 0.000667322 0.00123405 0.000792595 0.00117055 0.00143639 0.00105989 0.00121091 0.00123016 0.0011082 0.00124367 0.00115492 0.00121936 0.00124393 0.00111981 0.00105547 0.000662826 0.00126167 0.00101121
internal_weight=0 669 566 1717 166 338 228 1551 162 255 159 111 1392 1172 220 194 125 1120 898 222 164 110 826 126
internal_count=2386 669 566 1717 166 338 228 1551 162 255 159 111 1392 1172 220 194 125 1120 898 222 164 110 826 126
is_linear=0
shrinkage=0.0032998


Tree=6256
num_leaves=20
num_cat=0
split_feature=3 14 13 52 2 16 42 16 2 51 1 160 160 16 159 42 1447 1 15
split_gain=0.49372 0.309623 0.303957 0.350256 0.189734 0.283835 0.560013 0.244981 0.212654 0.210779 0.310507 0.203608 0.198626 0.175455 0.172315 0.159913 0.250923 0.249445 0.145977
threshold=0.11745500000000002 -0.10708499999999999 -0.48634999999999995 -0.036264999999999992 0.092300000000000007 -0.15323999999999996 0.084175000000000014 -0.42004999999999992 0.091070000000000012 -0.085504999999999984 0.086050000000000015 -0.087939999999999977 -0.00363 -0.52180499999999985 0.079755000000000006 0.086635000000000004 -0.08039499999999998 0.095025000000000012 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -3 13 9 10 -7 -9 -13 -6 18 17 -17 -11 -14
right_child=2 4 3 -5 7 8 -8 11 -10 15 -12 12 14 -15 -16 16 -18 -19 -20
leaf_value=0.017383149988735309 0.0079698124102685168 -0.012807285120984094 0.0040379637086799857 -0.01381775337914232 0.0040197766075943152 0.020759565951820293 0.010381089054158681 0.0098052634030785565 0.018713200963435577 0.0098045790641462256 0.0059230876773618633 -0.0075808593776025817 -0.0038018183371972512 0.017144358403480817 0.011914937905340497 -0.0056642665596042226 0.0062140269696920785 -0.0011483124791282066 0.003548879674321308
leaf_weight=78 59 54 52 77 52 84 65 103 55 598 77 59 104 66 52 59 339 65 288
leaf_count=78 59 54 52 77 52 84 65 103 55 598 77 59 104 66 52 59 339 65 288
internal_value=0 0.00695601 -0.00202224 -0.00660617 0.00657152 0.00771973 -0.000126269 0.00435509 0.00845228 0.00798898 0.013675 0.00298504 0.00158489 0.0113759 0.0028069 0.00712447 0.00444866 0.00872806 0.00159411
internal_weight=0 2198 188 129 2120 1396 119 724 1277 1222 161 606 503 118 444 1061 398 663 392
internal_count=2386 2198 188 129 2120 1396 119 724 1277 1222 161 606 503 118 444 1061 398 663 392
is_linear=0
shrinkage=0.16829


Tree=6257
num_leaves=12
num_cat=0
split_feature=3 15 14 1209 40 15 3 4 13 1209 3
split_gain=0.341419 0.21657 0.214022 0.216694 0.14437 0.220987 0.157094 0.169502 0.160187 0.138899 0.0750106
threshold=0.11745500000000002 -0.026169999999999995 -0.10708499999999999 0.082105000000000011 -0.082294999999999993 -0.23041999999999999 -0.24154499999999998 -0.47860499999999995 0.055020000000000006 0.089440000000000006 0.30835000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 4 -4 -6 -7 -8 -9 -5 -2
right_child=1 -3 3 9 5 6 7 8 -10 -11 -12
leaf_value=0.014457744076225952 0.006752833760384728 -0.010799805690265209 0.011194744722831839 0.018814226250140079 -0.0045849230779431835 -0.0029405199493195075 0.01353624070326424 0.0056041367734894591 0.00045093407077276032 0.0077365765251166813 -0.0013315909274189822
leaf_weight=78 54 53 102 52 70 67 69 1480 194 86 81
leaf_count=78 54 53 102 52 70 67 69 1480 194 86 81
internal_value=0 -0.0016787 0.00578621 0.00546631 0.00501579 0.0046796 0.00503889 0.00534664 0.005008 0.0119238 0.00188887
internal_weight=0 188 2198 2120 1982 1880 1810 1743 1674 138 135
internal_count=2386 188 2198 2120 1982 1880 1810 1743 1674 138 135
is_linear=0
shrinkage=0.16829


Tree=6258
num_leaves=17
num_cat=0
split_feature=1429 3 0 13 13 0 43 13 130 43 3 43 1186 129 51 484
split_gain=0.268734 0.323481 0.329202 0.320345 0.260224 0.175213 0.162595 0.197509 0.15052 0.136944 0.148002 0.121354 0.117902 0.124376 0.0741507 0.0827009
threshold=0.08103500000000001 0.11745500000000002 -0.18901999999999997 -0.11122999999999998 -0.086254999999999984 -0.13010499999999997 0.0061450000000000003 -0.013944999999999997 -0.12279499999999997 0.15737500000000001 -0.080424999999999983 1.0000000180025095e-35 0.068350000000000008 0.095170000000000018 -0.070859999999999992 0.086015000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 -3 8 9 -4 10 -8 12 13 -10 15 -6
right_child=4 3 6 -5 14 -7 7 -9 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.015947012361934097 0.01963124061977679 -0.0053140736029108661 0.013562434955834205 -0.013300003217566157 0.0082588305247747167 0.0078283171862655408 -0.0072970066386346408 -0.0059436961407880982 0.0041230842912616059 0.0081193282110598088 0.0040751381389415985 0.012266060064618927 0.011785189651591681 -0.0029953265150655223 0.01070123221471805 -0.0010754534691797596
leaf_weight=67 57 52 52 59 55 64 52 95 1348 94 86 53 54 73 73 52
leaf_count=67 57 52 52 59 55 64 52 95 1348 94 86 53 54 73 73 52
internal_value=0 0.00372853 0.00434368 -0.00320011 0.00970582 0.00192141 0.00393507 0.000513109 0.00464215 0.0031648 -0.000196999 0.00433741 0.00405129 0.00375613 0.00655279 0.00370575
internal_weight=0 2149 1974 175 237 116 1907 327 1580 232 138 1528 1475 1421 180 107
internal_count=2386 2149 1974 175 237 116 1907 327 1580 232 138 1528 1475 1421 180 107
is_linear=0
shrinkage=0.16829


Tree=6259
num_leaves=12
num_cat=0
split_feature=1 0 3 475 3 41 16 3 156 483 49
split_gain=0.206108 0.132435 0.156658 0.147174 0.204452 0.152713 0.148238 0.196387 0.126337 0.106645 0.1023
threshold=0.14262000000000002 0.13134000000000004 -0.24154499999999998 -0.085684999999999997 -0.084794999999999995 0.07831500000000001 0.0086100000000000013 -0.10077999999999999 0.094765000000000016 -0.070084999999999981 -0.12807999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 9 -8 -9 -5 -11
right_child=-2 -3 3 5 -6 -7 7 8 -10 10 -12
leaf_value=-0.005246250108541059 -0.0043872851870633799 0.011786583529044757 0.017472105638086117 0.010268270044270715 0.0037388052334989068 0.010522485823287546 -0.0091285494776127164 0.00031727026656514228 0.0083763967586632498 -0.0036077610014729352 0.0039734671219417211
leaf_weight=54 88 59 53 74 74 86 53 293 68 52 1432
leaf_count=54 88 59 53 74 74 86 53 293 68 52 1432
internal_value=0 0.00390249 0.00369393 0.0039157 0.00948417 0.0035712 0.00326714 0.000431744 0.00184031 0.00401942 0.00370661
internal_weight=0 2298 2239 2185 127 2058 1972 414 361 1558 1484
internal_count=2386 2298 2239 2185 127 2058 1972 414 361 1558 1484
is_linear=0
shrinkage=0.16829


Tree=6260
num_leaves=23
num_cat=0
split_feature=2 15 4 16 0 0 0 151 12 43 12 160 2 42 4 12 43 2 132 43 15 4
split_gain=0.345737 0.335394 0.420267 0.274267 0.233079 0.230871 0.214592 0.189918 0.173658 0.364032 0.22594 0.177186 0.194306 0.156027 0.118718 0.113634 0.18289 0.285382 0.128387 0.182797 0.108539 0.0513773
threshold=0.13538500000000001 -0.050699999999999995 0.50373500000000015 -0.068504999999999996 -0.18901999999999997 -0.10891999999999999 -0.14989499999999997 -0.080384999999999984 0.10031500000000002 -0.11278499999999998 0.092495000000000008 -0.14580499999999996 -0.013254999999999998 -0.096284999999999982 0.0099250000000000015 0.091735000000000025 -0.040789999999999993 0.08079500000000002 0.092715000000000006 0.0066850000000000008 -0.05332499999999999 -0.072054999999999994
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 -2 4 -1 6 -5 -6 9 -7 11 -11 -13 -9 -10 18 -17 -18 19 -15 -12 -22
right_child=1 -3 -4 5 7 8 -8 13 14 10 20 12 -14 15 -16 16 17 -19 -20 -21 21 -23
leaf_value=0.014423263700391868 0.010188453010247093 -0.015615394546595763 -0.0091728338170277545 0.00240778280485388 -0.0039572083436113523 -0.011906673000209667 -0.012174487867920046 0.012733125116859737 0.011277813087040359 0.011964799053549479 0.0022471013353425563 0.011993658427217554 0.0017044905580298657 0.0039828788760447251 0.0013551650361746208 0.0018303192977778525 0.021356411118559546 0.0062115485981926281 0.011378674665164476 -0.0043087695325009397 -0.0023871487255778963 -0.0098218030749647536
leaf_weight=75 63 52 64 52 67 54 63 74 95 70 71 59 444 456 54 98 52 111 52 90 52 55
leaf_count=75 63 52 64 52 67 54 63 74 95 70 71 59 444 456 54 98 52 111 52 90 52 55
internal_value=0 -0.00423011 0.000417438 0.00346451 0.00536328 0.0015534 -0.00556514 0.00468199 0.00241339 0.0014338 0.00239543 0.00402365 0.00291494 0.00530431 0.00769374 0.00466225 0.00759762 0.0110541 0.00337808 0.00261283 -0.00283588 -0.00622549
internal_weight=0 179 127 2144 1075 1069 115 1000 954 805 751 573 503 933 149 859 261 163 598 546 178 107
internal_count=2323 179 127 2144 1075 1069 115 1000 954 805 751 573 503 933 149 859 261 163 598 546 178 107
is_linear=0
shrinkage=0.16829


Tree=6261
num_leaves=18
num_cat=0
split_feature=15 52 12 3 1 160 49 158 49 159 1446 15 150 13 13 43 43
split_gain=0.252427 0.270018 0.273479 0.309948 0.245246 0.177103 0.126521 0.117537 0.161231 0.139869 0.1224 0.162897 0.171308 0.251214 0.0757392 0.0749524 0.224088
threshold=0.14344000000000004 -0.062629999999999977 0.10055500000000002 -0.10468499999999999 0.11588000000000001 0.08325500000000001 -0.012404999999999998 1.0000000180025095e-35 0.10581000000000002 0.10579500000000001 0.090670000000000014 -0.41606999999999994 0.11656000000000001 -0.11122999999999998 -0.06401999999999998 -0.071899999999999978 -0.082389999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 15 -7 8 10 -9 11 -3 13 -13 -10 16 -5
right_child=-2 7 -4 4 -6 6 -8 9 14 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.011229143990748985 -0.0085669627945718814 0.012306205630145648 0.0080064998503265854 0.0020042256595381803 -0.0089055589520893874 0.011928062124601475 0.0021852135777556334 0.012063947499115685 -0.0072369042895503964 0.0016179950345737294 -0.0035454983359905733 0.013346059630021764 -0.004692660854861164 0.0035614472234187823 0.0015347600483622947 0.0021675557634050647 -0.011900315917436314
leaf_weight=82 58 67 97 77 74 62 98 99 55 58 60 80 64 1078 56 101 57
leaf_count=82 58 67 97 77 74 62 98 99 55 58 60 80 64 1078 56 101 57
internal_value=0 0.00266981 -0.000230185 -0.00168346 -1.06617e-05 0.00165118 0.0059718 0.00383306 0.00336048 0.00821638 0.00386833 0.00421482 0.00376972 0.00423897 -0.00279537 -0.00128288 -0.00389699
internal_weight=0 2265 648 551 469 395 160 1617 1460 157 1349 1289 1222 1158 111 235 134
internal_count=2323 2265 648 551 469 395 160 1617 1460 157 1349 1289 1222 1158 111 235 134
is_linear=0
shrinkage=0.16829


Tree=6262
num_leaves=18
num_cat=0
split_feature=4 3 39 16 16 0 52 3 0 0 4 3 14 16 157 0 0
split_gain=16.9446 4.64572 2.31365 1.22495 1.02257 0.995131 0.749273 0.70606 0.485962 0.439265 1.36079 0.46668 0.42592 0.264126 0.207483 0.155462 0.163757
threshold=0.30163500000000004 0.25468500000000005 0.085495000000000015 -0.53870999999999991 -0.072054999999999994 -0.069389999999999993 0.060365000000000009 0.10323000000000002 -0.15385999999999997 -0.036119999999999992 -0.47860499999999995 -0.10468499999999999 -0.41790499999999997 -0.075779999999999986 -0.087319999999999995 -0.11692999999999999 -0.086224999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 8 -4 12 9 -1 11 -11 -6 -5 15 -13 -10 -17
right_child=3 -3 5 6 7 -7 -8 -9 13 10 -12 14 -14 -15 -16 16 -18
leaf_value=0.0018977820471135535 0.00097439721248378025 0.0004889904114132081 0.0013616261267542758 0.00057033514892958551 0.0012088152489563395 0.00080913548382300043 0.0007902513894051924 0.0010905175158887281 0.0013929680340303095 0.001552030349051408 0.00087375386264062875 0.0013446796555147333 0.00020087727120665752 0.0018130261788988258 0.0015387593968495569 0.0016438564008347484 0.0015361538333520232
leaf_weight=59 65 52 71 53 57 72 53 57 55 86 52 69 96 53 702 281 390
leaf_count=59 65 52 71 53 57 72 53 57 55 86 52 69 96 53 702 281 390
internal_value=0 0.00146375 0.00148903 0.000579913 0.00152016 0.0010837 0.000452801 0.00144979 0.00160601 0.00147096 0.0012967 0.00149996 0.000332532 0.00158387 0.00152144 0.00156709 0.00158131
internal_weight=0 2056 2004 267 1861 143 202 1023 838 966 138 828 149 779 771 726 671
internal_count=2323 2056 2004 267 1861 143 202 1023 838 966 138 828 149 779 771 726 671
is_linear=0
shrinkage=0.0032998


Tree=6263
num_leaves=27
num_cat=0
split_feature=1 1 3 4 4 0 1 52 47 15 4 4 1 15 2 0 16 4 0 15 2 0 43 2 2 43
split_gain=18.676 2.63959 2.06547 1.63756 0.967241 0.913087 0.718943 0.749311 0.565723 0.5286 0.525355 0.451403 0.345616 0.32541 0.311383 0.290823 0.671139 0.283918 0.487026 0.250291 0.215333 0.169853 0.152385 0.0760163 0.0490813 0.0369938
threshold=0.10892500000000001 0.095950000000000021 -0.049204999999999992 -0.16772499999999999 0.30163500000000004 -0.060199999999999997 0.11670500000000002 0.078180000000000013 0.082095000000000015 -0.41971499999999995 -0.47860499999999995 -0.081289999999999987 0.13630500000000004 -0.15614499999999998 0.083970000000000017 -0.10653 -0.42618999999999996 0.0051600000000000005 -0.094124999999999986 -0.0015749999999999998 1.0000000180025095e-35 -0.082784999999999984 -0.0093649999999999983 0.10060500000000001 0.078405000000000016 -0.091869999999999993
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 4 -3 -2 11 -4 9 20 -8 -7 14 -11 -13 24 16 -15 18 -17 -12 -5 22 -16 -19 -1 -23
right_child=2 3 6 8 -6 10 7 -9 -10 12 19 13 -14 15 21 17 -18 23 -20 -21 -22 25 -24 -25 -26 -27
leaf_value=0.0013572037711579055 0.00091508430621201899 0.0013036640189064408 0.00049681433906448053 0.00067950930966832756 0.00034576421150070804 0.001200032435701181 0.00025008252909772835 0.00043827839018480017 0.00094924082791869677 5.3926414551929465e-05 0.0010077910223281407 0.001414986361300245 -0.0003224988650573336 0.0012618320129441027 0.0014433584570377194 0.0015057203349101149 0.0008113781798507482 0.00096836274970995423 0.0011773689095077595 0.00070587092726627076 0.00041761005679083582 0.0012018231737596565 0.0012145523212241708 0.0011236005938719304 0.0014996896504325611 0.0010696910138842243
leaf_weight=58 85 56 71 70 53 64 60 58 54 52 52 55 54 66 57 54 81 79 670 74 69 52 81 71 68 59
leaf_count=58 85 56 71 70 53 64 60 58 54 52 52 55 54 66 57 54 81 79 670 74 69 52 81 71 68 59
internal_value=0 0.00112326 0.000363364 0.000806227 0.000696688 0.00117134 0.000207317 0.0001154 0.000661711 2.37462e-06 0.000955327 0.0011996 -0.000137505 0.00116493 0.00129901 0.00115142 0.00101386 0.00117452 0.00120191 0.000830752 0.000549755 0.00123037 0.00130931 0.00104208 0.00143438 0.00113191
internal_weight=0 1890 433 249 138 1641 295 224 193 166 190 1451 106 1076 375 1021 147 874 724 126 139 249 138 150 126 111
internal_count=2323 1890 433 249 138 1641 295 224 193 166 190 1451 106 1076 375 1021 147 874 724 126 139 249 138 150 126 111
is_linear=0
shrinkage=0.0032998


Tree=6264
num_leaves=27
num_cat=0
split_feature=12 2 2 2 2 12 16 2 2 0 3 16 16 402 12 0 16 2 0 159 12 3 13 403 0 12
split_gain=11.0941 3.97699 2.58437 3.7088 0.823158 0.66466 0.44188 0.43494 0.383646 0.352385 0.299499 0.280461 0.26554 0.238733 0.318278 0.286397 0.232574 0.184127 0.17733 0.173807 0.157935 0.148694 0.142011 0.160085 0.0833501 0.0811359
threshold=0.077755000000000005 0.13631000000000001 0.10859000000000001 0.079570000000000016 0.14271500000000001 0.092495000000000008 -0.019749999999999993 0.093255000000000018 0.089045000000000013 -0.068214999999999984 0.0012800000000000001 -1.0000000180025095e-35 0.25761500000000009 -0.086719999999999978 0.090995000000000006 -0.095869999999999983 -0.24900499999999998 0.11891500000000001 -0.096139999999999989 0.065430000000000016 0.090345000000000023 -0.090164999999999981 0.0061450000000000003 -0.41982999999999993 -0.08150499999999998 0.097510000000000013
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 5 3 9 6 8 17 -5 13 -1 -9 16 -13 -2 15 -15 -7 -4 -10 -17 24 -18 23 -23 -20 -14
right_child=1 -3 4 7 -6 11 -8 10 18 -11 -12 12 25 14 -16 19 21 -19 20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.00041168028419164227 0.0009291932745921778 0.00012726658131884398 0.0006290619292289067 0.0011005732172200812 -3.770903972782494e-05 0.00078049682550174497 0.00015359781676917215 0.00064585980640181548 0.00079975256593137385 9.6847805250268229e-05 0.00096936248909280497 0.00068359621187737065 0.00083672352557797268 0.0012973479426626499 0.0013668897754585626 0.0010969334261456299 0.0011570245099475377 0.00035635282864300219 0.00099679652291751104 0.00089393884176267155 0.00086106339595682106 0.0008648506315394759 0.00083791165091440386 0.0010826358215819158 0.0011709208525050581 0.0009900235492933823
leaf_weight=82 77 57 52 93 86 53 73 66 62 74 61 80 76 75 56 484 70 58 77 53 59 52 60 145 56 86
leaf_count=82 77 57 52 93 86 53 73 66 62 74 61 80 76 75 56 484 70 58 77 53 59 52 60 145 56 86
internal_value=0 0.000984662 0.000475343 0.000652065 0.000228195 0.00101479 0.000353349 0.000928098 0.00106775 0.000262562 0.00080152 0.00092967 0.000840873 0.00110581 0.00112612 0.00110403 0.000986127 0.00048559 0.000955976 0.00107696 0.00100624 0.00101935 0.00098171 0.00102533 0.00107038 0.000918323
internal_weight=0 1678 645 376 269 1621 183 220 999 156 127 622 242 745 668 612 380 110 254 537 192 327 257 197 133 162
internal_count=2323 1678 645 376 269 1621 183 220 999 156 127 622 242 745 668 612 380 110 254 537 192 327 257 197 133 162
is_linear=0
shrinkage=0.0032998


Tree=6265
num_leaves=10
num_cat=0
split_feature=4 15 14 1428 11 14 15 376 16
split_gain=0.456676 0.394815 0.368648 0.222427 0.294471 0.18448 0.232443 0.215243 0.175521
threshold=0.50373500000000015 -0.4680149999999999 -0.073394999999999974 0.08653000000000001 0.086080000000000018 0.076175000000000007 0.13673000000000005 0.083785000000000012 -0.095229999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.018653843657683418 0.0028335619965430569 -0.014566689009727513 0.0081405972657110498 0.014506101698741673 -0.0069510246248455114 0.013211721942602402 -0.0065885068215537843 -0.0050315733760869412 0.0039435128173592703
leaf_weight=52 82 67 349 59 67 65 56 66 1501
leaf_count=52 82 67 349 59 67 65 56 66 1501
internal_value=0 -0.00497865 0.00464106 0.00430335 0.00401639 0.00437801 0.00408593 0.00439885 0.00473626
internal_weight=0 149 2215 2163 2104 2037 1972 1916 1850
internal_count=2364 149 2215 2163 2104 2037 1972 1916 1850
is_linear=0
shrinkage=0.16829


Tree=6266
num_leaves=20
num_cat=0
split_feature=1 158 150 16 16 16 1429 160 1 42 42 133 12 42 484 158 1429 158 1
split_gain=0.483214 0.155456 0.143317 0.128689 0.118993 0.244498 0.341019 0.209553 0.14612 0.287259 0.191679 0.195047 0.141026 0.134917 0.0862609 0.128177 0.0675062 0.0549699 0.0512334
threshold=0.13702500000000004 0.085900000000000018 -0.088479999999999989 -0.41163499999999992 0.51148500000000008 -0.0070899999999999991 0.083985000000000018 -0.10712499999999998 0.088595000000000021 0.082755000000000009 0.085495000000000015 0.086635000000000004 0.090465000000000004 0.082115000000000007 0.0038100000000000005 0.11399500000000001 0.057970000000000008 0.099230000000000013 0.10327000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 7 12 10 -10 16 -12 -4 -9 15 17 -7 -3 -6
right_child=3 14 4 -5 18 8 -8 13 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.011069878994878957 -0.012996525107240609 0.0097935550239515445 0.013572702403881771 -0.0020922769847451055 0.005006795565263936 0.0074507605266088362 0.017189202939138049 0.0010234936744481569 -0.010965187203194462 0.0027806153023398907 -0.010101441514493792 0.0020955668319956825 0.0035635717293776843 0.0047642713903412763 0.0025339744244436712 0.0034688777297246474 0.0003119871628839779 0.017543972471016342 0.012285745300919986
leaf_weight=68 54 55 91 72 58 133 54 614 88 84 60 97 72 494 57 54 53 52 54
leaf_count=68 54 55 91 72 58 133 54 614 88 84 60 97 72 494 57 54 53 52 54
internal_value=0 0.00392664 0.00346432 -0.00677979 0.00319846 0.00287281 0.00408232 0.00352404 -0.000235544 -0.00424168 0.00176812 -0.00255427 0.00916251 0.00269293 0.00820219 0.0101978 0.00542625 0.0135769 0.00853233
internal_weight=0 2238 2020 126 1952 1840 1325 1271 515 172 343 157 163 1108 218 161 186 107 112
internal_count=2364 2238 2020 126 1952 1840 1325 1271 515 172 343 157 163 1108 218 161 186 107 112
is_linear=0
shrinkage=0.16829


Tree=6267
num_leaves=15
num_cat=0
split_feature=1 13 1213 403 12 42 0 2 2 457 0 12 1428 2
split_gain=0.334631 0.134739 0.126645 0.213942 0.552095 0.192007 0.191042 0.182759 0.192233 0.169849 0.201783 0.164639 0.135755 0.101407
threshold=0.13702500000000004 -0.15714499999999998 0.084950000000000012 -0.091519999999999976 0.087400000000000019 0.10732000000000001 -0.071719999999999992 0.12293000000000001 0.13631000000000001 0.098180000000000003 -0.18901999999999997 0.088635000000000005 0.08653000000000001 0.10550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -6 9 -9 10 -5 -4 -12 -7
right_child=1 -3 11 5 6 13 -8 8 -10 -11 12 -13 -14 -15
leaf_value=0.023751928110045138 0.0003832943183533406 -0.010644022595598103 -0.0060037223550140194 0.011469900648100549 -0.00087822779503548914 0.00097931672589813201 0.010716217268084789 0.016339927317956863 0.0025606494870954368 -0.0063402124810101957 0.0025786276604007458 0.0048036541466729785 0.011343330735633343 -0.0089013013969498588
leaf_weight=52 57 69 91 82 98 64 68 62 54 53 1437 71 52 54
leaf_count=52 57 69 91 82 98 64 68 62 54 53 1437 71 52 54
internal_value=0 -0.00564122 0.00326758 0.00362145 0.00861347 0.00303476 0.00386048 0.00348079 0.00994092 0.00301825 0.00333512 -0.00125607 0.00288592 -0.0035271
internal_weight=0 126 2238 2076 218 1858 166 1740 116 1624 1571 162 1489 118
internal_count=2364 126 2238 2076 218 1858 166 1740 116 1624 1571 162 1489 118
is_linear=0
shrinkage=0.16829


Tree=6268
num_leaves=19
num_cat=0
split_feature=1 13 1446 156 3 13 480 133 456 14 16 51 157 52 49 16 13 3
split_gain=0.231412 0.130297 0.155108 0.13235 0.194762 0.127664 0.14071 0.182209 0.116155 0.112921 0.154996 0.215895 0.204727 0.14642 0.27975 0.277296 0.0933048 0.0398151
threshold=0.13702500000000004 -0.079149999999999984 0.086015000000000008 0.090500000000000011 -0.11327499999999999 -0.081029999999999977 0.086995000000000017 0.090665000000000009 0.088050000000000017 -0.10708499999999999 0.51148500000000008 -0.091149999999999981 0.019925000000000002 -0.08743999999999999 -0.080639999999999976 0.25032500000000008 -0.15714499999999998 -0.087319999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 7 8 -6 -3 11 12 -11 15 -15 -13 -2 -12
right_child=16 2 -4 -5 5 -7 -8 -9 -10 10 17 13 -14 14 -16 -17 -18 -19
leaf_value=0.013906726898286443 0.00031878988706845107 0.0097566688710391362 -0.0072156401007121328 -0.0033943581602113707 0.0024169187427124836 0.012194468245177014 -0.0043876088109913681 0.012497148153797714 0.010327136829710711 -0.012304607145846356 0.0045461131801464109 0.013256962911199615 0.0018439512359089676 -0.010802791021500354 0.00190258390062378 -0.0023364751881457787 -0.0088527427589159182 0.011119943792375027
leaf_weight=63 57 52 53 58 499 52 58 68 59 62 53 82 54 52 866 53 69 54
leaf_count=63 57 52 53 58 499 52 58 68 59 62 53 82 54 52 866 53 69 54
internal_value=0 0.00271822 0.00170453 0.00434962 0.00491401 0.00414181 0.003527 0.00426317 0.00325652 0.00206188 0.00174689 0.00118394 -0.00570272 0.00194429 0.00118093 0.00712179 -0.00468946 0.00788054
internal_weight=0 2238 1381 857 799 736 684 626 558 1328 1276 1169 116 1053 918 135 126 107
internal_count=2364 2238 1381 857 799 736 684 626 558 1328 1276 1169 116 1053 918 135 126 107
is_linear=0
shrinkage=0.16829


Tree=6269
num_leaves=22
num_cat=0
split_feature=1 52 1 150 14 1 47 16 0 48 0 4 4 4 43 4 1447 43 0 43 52
split_gain=9.26805 1.77223 0.979204 0.937976 0.872485 0.738398 0.487453 0.494044 0.374966 0.341962 0.32881 0.320802 0.271656 0.244993 0.234101 0.233137 0.224607 0.28128 0.194462 0.168439 0.11693
threshold=0.10423500000000001 -0.40011499999999994 0.092860000000000012 1.0000000180025095e-35 0.062655000000000016 0.12796000000000002 0.07813500000000001 -0.088869999999999991 -0.11073999999999999 0.090720000000000009 -0.10417499999999999 0.022635000000000006 -0.0073899999999999999 0.50373500000000015 -0.073574999999999988 0.029980000000000003 -0.083249999999999977 -0.11990999999999997 -0.082284999999999983 -0.060799999999999993 -0.020484999999999996
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=2 -2 4 19 8 6 7 -3 15 11 -7 16 -9 -12 -13 -1 -10 -18 -11 -4 -21
right_child=1 5 3 -5 -6 10 -8 12 9 18 13 14 -14 -15 -16 -17 17 -19 -20 20 -22
leaf_value=0.00081219588589334787 0.0011997895566397362 0.00078758832484965475 0.00092263037970264717 0.00055486565149843548 0.0015612301201337058 0.00064038751649236989 0.00091768137609287358 0.00061630789300809517 0.0013624572831435486 0.0011138460361046578 0.00047718270297713087 0.0011740624695387649 0.00028930192373770574 0.00019583240892968989 0.00089103549571504896 0.0011106360558218739 0.0010390726734543531 0.001215111012849599 0.0008566279689941797 0.0012523378566024603 0.0010377891611423747
leaf_weight=52 57 91 67 52 62 55 76 58 100 91 68 67 54 68 64 67 114 930 52 53 66
leaf_count=52 57 91 67 52 62 55 76 58 100 91 68 67 54 68 64 67 114 930 52 53 66
internal_value=0 0.000649722 0.00114632 0.00094808 0.0011758 0.000582937 0.000691355 0.000606449 0.00116023 0.00117529 0.000424381 0.00119261 0.000458959 0.000336767 0.00103606 0.000980521 0.00121051 0.00119592 0.00102056 0.00105782 0.00113364
internal_weight=0 527 1837 238 1599 470 279 203 1537 1418 191 1275 112 136 131 119 1144 1044 143 186 119
internal_count=2364 527 1837 238 1599 470 279 203 1537 1418 191 1275 112 136 131 119 1144 1044 143 186 119
is_linear=0
shrinkage=0.0032998


Tree=6270
num_leaves=19
num_cat=0
split_feature=4 157 13 131 4 13 52 0 0 50 4 14 12 12 4 4 13 13
split_gain=0.373584 0.256069 0.232359 0.186331 0.246282 0.315575 0.195012 0.383401 0.206909 0.135662 0.162886 0.117274 0.130401 0.148247 0.144987 0.116066 0.0937783 0.076547
threshold=0.0053900000000000016 -0.060134999999999994 -0.16392499999999996 0.093260000000000023 0.27161500000000005 -0.10664 0.063595000000000013 -0.11796999999999999 -0.076639999999999986 0.13276000000000002 -0.00076499999999999995 0.076175000000000007 -0.082514999999999991 0.083795000000000022 -0.26545999999999997 0.50657000000000008 0.065195000000000017 -0.06457499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 -3 17 10 11 12 -4 14 -14 -7 -15 -9
right_child=1 3 9 -5 5 15 -8 8 -10 -11 -12 -13 13 16 -16 -17 -18 -19
leaf_value=-0.0059390720530951742 -0.010950078192988684 0.017028663549022258 0.010823219902412248 0.0085276533738415285 -0.01618225756194629 -0.0043940653061320736 -0.0038562893435593322 -0.0080685628254308518 0.0080877797940592279 0.013198860484007362 0.011370423219688784 0.011887175862470501 0.0054164262918053119 0.003649407289708472 -0.0039566377885968552 0.0052659208419148585 0.0081081998604929564 0.00091166779252833865
leaf_weight=58 57 58 73 78 52 101 96 52 75 54 95 54 72 1009 133 54 155 55
leaf_count=58 57 58 73 78 52 101 96 52 75 54 95 54 72 1009 133 54 155 55
internal_value=0 -0.000152656 0.00451581 0.000835519 -0.00026612 -0.00483535 0.00254351 0.00511091 0.00130308 0.00488552 0.00460223 0.00417123 0.00388104 0.00350955 -0.000655871 -0.00101706 0.00424469 -0.00343577
internal_weight=0 678 1703 621 543 207 336 240 182 1645 1591 1496 1442 1369 205 155 1164 107
internal_count=2381 678 1703 621 543 207 336 240 182 1645 1591 1496 1442 1369 205 155 1164 107
is_linear=0
shrinkage=0.16829


Tree=6271
num_leaves=24
num_cat=0
split_feature=44 10 2 0 49 133 42 151 3 0 42 157 403 16 3 3 16 42 42 2 3 13 3
split_gain=0.239959 0.321625 0.255726 0.303929 0.305463 0.265349 0.243227 0.133341 0.132829 0.132376 0.218105 0.174732 0.145398 0.158525 0.126231 0.126059 0.151418 0.142407 0.119156 0.117816 0.0815993 0.15093 0.0832226
threshold=1.0000000180025095e-35 -0.092019999999999977 0.087675000000000017 -0.15061499999999997 -0.028439999999999997 0.024130000000000002 0.083725000000000008 -0.081864999999999979 -0.084319999999999992 -0.055219999999999998 0.097020000000000009 -0.018414999999999997 0.085190000000000002 -0.38959499999999997 -0.10583499999999998 -0.0062049999999999996 -0.020464999999999997 0.088950000000000015 0.090040000000000023 0.11866500000000001 -0.082744999999999985 -0.084154999999999994 -0.079214999999999994
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=1 -1 5 4 -4 7 8 -3 -7 12 11 -11 13 -5 -13 16 18 -18 -9 -15 21 -8 -22
right_child=-2 2 3 9 -6 6 20 15 -10 10 -12 14 -14 19 -16 -17 17 -19 -20 -21 22 -23 -24
leaf_value=-0.0097583390739888008 0.013963787926048334 0.014622239393774165 0.0026483694142984721 0.0082433739597085297 -0.013141089004418108 -0.00050272405273326564 0.001202059885709055 0.0080440725677897 -0.011363761583400965 0.010916619816512093 0.014764422118984988 -0.005954168329683999 0.007349530940300374 0.00020912360068596809 0.0041157276213927806 0.012435761560348984 -0.0039292232942662025 0.0057254931671206375 0.00048847033893611959 -0.0068719882571365047 -0.0037692265482416332 0.013884037282116417 0.0056997146960696332
leaf_weight=60 52 53 61 63 80 81 53 344 53 54 55 63 90 587 80 73 88 85 72 75 52 54 53
leaf_count=60 52 53 61 63 80 81 53 344 53 54 55 63 90 587 80 73 88 85 72 75 52 54 53
internal_value=0 0.0023967 0.00271892 0.00104262 -0.00629745 0.00462577 0.000794034 0.00647749 -0.00481192 0.00201427 0.00538684 0.00275961 0.000969256 0.000174743 -0.000308097 0.0058227 0.00500004 0.000804039 0.00674069 -0.000590403 0.00434589 0.0076191 0.000993224
internal_weight=0 2329 2269 1208 141 1061 346 715 134 1067 252 197 815 725 143 662 589 173 416 662 212 107 105
internal_count=2381 2329 2269 1208 141 1061 346 715 134 1067 252 197 815 725 143 662 589 173 416 662 212 107 105
is_linear=0
shrinkage=0.16829


Tree=6272
num_leaves=19
num_cat=0
split_feature=4 10 15 2 47 2 12 1373 49 4 2 12 151 475 49 48 1446 0
split_gain=0.229854 0.520789 0.26171 0.251211 0.237417 0.1941 0.205359 0.183025 0.134999 0.173978 0.160222 0.121929 0.155646 0.133321 0.122625 0.0956485 0.287874 0.0458864
threshold=0.0053900000000000016 -1.0000000180025095e-35 0.12730000000000002 0.081460000000000019 0.09585500000000001 0.09772500000000002 0.085515000000000022 0.078175000000000008 0.12497000000000001 0.50373500000000015 0.12330500000000001 -0.082514999999999991 -0.087374999999999994 -0.085669999999999982 -0.0062499999999999995 0.092475000000000016 0.088500000000000009 -0.15061499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -3 6 -5 11 9 10 17 -1 14 -14 -13 16 -15 -7
right_child=1 3 -4 5 -6 8 -8 -9 -10 -11 -12 12 13 15 -16 -17 -18 -19
leaf_value=0.0089250098866396673 -0.014987886903171705 0.013690296379732474 0.015011866011642058 -0.01400805630499594 2.8754112121281256e-05 -0.001980333260962822 0.00044318321383497077 0.012711195447545495 -0.0063371230762414629 -0.0048118501453423002 0.012417600455336509 -0.009840712904993193 0.0085468701682578294 0.0020222930500062306 0.0016379947179242787 -0.0030948848360286365 0.013983243516838339 0.0039792223829272777
leaf_weight=81 63 76 52 57 69 52 54 52 58 70 58 52 102 1162 53 89 60 121
leaf_count=81 63 76 52 57 69 52 54 52 58 70 58 52 102 1162 53 89 60 121
internal_value=0 -0.000413237 0.00324841 0.00107686 0.00720168 -0.000808895 -0.00696154 0.00287682 0.00108845 0.00252526 0.0047564 0.00255588 0.00221484 0.00268014 -0.00402959 0.00222231 0.00261104 0.00217753
internal_weight=0 678 1703 615 145 470 111 1651 359 301 231 1599 1518 1413 105 1311 1222 173
internal_count=2381 678 1703 615 145 470 111 1651 359 301 231 1599 1518 1413 105 1311 1222 173
is_linear=0
shrinkage=0.16829


Tree=6273
num_leaves=33
num_cat=0
split_feature=1 3 4 2 2 4 15 3 1 0 4 51 2 52 43 2 2 49 0 2 0 3 15 15 1 474 42 2 160 128 2 4
split_gain=14.7857 3.34742 1.86631 1.26421 1.00544 0.973598 0.960319 1.25314 0.824597 0.71491 0.501431 0.393913 0.358946 0.279233 0.572917 0.324254 0.273427 0.213249 0.192913 0.177505 0.203301 0.190746 0.165233 0.157219 0.218483 0.208438 0.142551 0.100748 0.111103 0.037617 0.0765059 0.0305637
threshold=0.10141500000000002 -0.052614999999999995 0.36766000000000004 0.14307 -1.0000000180025095e-35 -0.0094899999999999984 0.03981500000000001 -0.13392999999999997 0.095950000000000021 -0.079249999999999987 -0.013324999999999998 -0.019539999999999998 0.11891500000000001 -0.059354999999999991 -0.082389999999999977 0.091895000000000018 0.10161500000000002 0.096265000000000003 -0.096139999999999989 0.089275000000000007 -0.087344999999999992 -0.080184999999999992 -0.10364499999999999 -0.030229999999999996 0.081755000000000008 0.08393500000000001 -0.014374999999999997 0.084995000000000015 -0.0056949999999999995 0.09445000000000002 0.085025000000000003 -0.068189999999999987
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=6 2 10 4 -3 -6 8 -8 9 13 -2 17 -7 14 -1 23 -13 -11 -16 20 -9 -21 -17 24 -15 -25 29 28 -28 30 -22 -23
right_child=1 3 -4 -5 5 12 7 19 -10 11 -12 16 -14 15 18 22 -18 -19 -20 21 26 31 -24 25 -26 -27 27 -29 -30 -31 -32 -33
leaf_value=0.0014760827882208953 0.0014769497732472145 0.00035180235507046968 0.00062508450413204181 0.00023780682717652689 0.001197232763516792 0.00079179226723496185 0.001938834936222826 0.001606585979269924 0.00093223103139844444 0.0014406271563830364 0.0010805679619583792 0.0011781815788672861 0.00046156231159377541 0.0015306772887582031 0.00099055539660893271 0.0014569646850885651 0.00085937464785353491 0.0011680532652211442 0.0012601685977399431 0.0012171693508198245 0.0016188069673093697 0.001475230311708605 0.001214300215741032 0.0017587699377918133 0.0012672108290488037 0.0014654447539988336 0.0012131355763809178 0.0014764544020041833 0.0013891322834051047 0.0014175136264074877 0.0014511773414058108 0.0013673535867548372
leaf_weight=102 84 72 62 89 52 103 55 85 62 66 61 71 56 102 55 52 52 64 66 86 66 68 84 53 55 58 59 91 147 53 68 82
leaf_count=102 84 72 62 89 52 103 55 85 62 66 61 71 56 102 55 52 52 64 66 86 66 68 84 53 55 58 59 91 147 53 68 82
internal_value=0 0.000768796 0.00110533 0.000581435 0.000689377 0.000804401 0.0013751 0.00145517 0.00130196 0.00132797 0.00131044 0.00117898 0.000675706 0.00138803 0.00129275 0.00144053 0.00104369 0.00130671 0.00113791 0.00142208 0.0014544 0.00134401 0.00130734 0.00150799 0.0014386 0.00160582 0.0014276 0.00138116 0.0013389 0.00150118 0.001534 0.00141649
internal_weight=0 579 207 372 283 211 1802 860 942 880 145 253 159 627 223 404 123 130 121 805 569 236 136 268 157 111 484 297 206 187 134 150
internal_count=2381 579 207 372 283 211 1802 860 942 880 145 253 159 627 223 404 123 130 121 805 569 236 136 268 157 111 484 297 206 187 134 150
is_linear=0
shrinkage=0.0032998


Tree=6274
num_leaves=20
num_cat=0
split_feature=4 10 157 13 48 48 1446 133 51 52 403 474 1446 3 13 3 3 133 52
split_gain=0.192535 0.384803 0.341702 0.166524 0.145075 0.187199 0.148378 0.122965 0.221641 0.177295 0.267202 0.144576 0.140942 0.121225 0.11926 0.122776 0.116999 0.102284 0.149127
threshold=0.0053900000000000016 -1.0000000180025095e-35 -0.018414999999999997 -0.16392499999999996 0.10713500000000002 0.093265000000000015 0.092750000000000013 -0.020859999999999997 -0.020604999999999995 -0.050359999999999995 -0.029954999999999996 0.088290000000000021 0.083225000000000007 0.10449500000000002 0.089520000000000016 -0.095119999999999996 0.13524500000000003 -0.10797 -0.016894999999999997
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 -3 -1 5 6 7 9 11 -5 -11 -9 -10 14 15 -4 -15 -17 -19
right_child=1 2 13 4 -6 -7 -8 8 12 10 -12 -13 -14 16 -16 17 -18 18 -20
leaf_value=-0.0050741228870876684 -0.012104782784643104 -0.0098284796871537152 0.01012921810690093 -0.002340639009637335 0.012368303807020035 -0.0041903201098931484 0.013050786405300836 0.0047762593206602593 0.0022795928314155549 0.018014667419058078 0.0056024952170144367 0.0134140532367282 -0.0059921456638930455 0.01353060801725928 -0.0053364022819223965 0.0078908805909537316 0.0029018017981352626 -0.0061375789748713324 0.0027376846603874728
leaf_weight=58 63 65 56 52 58 79 52 202 773 63 227 76 63 55 58 59 64 76 182
leaf_count=58 63 65 56 52 58 79 52 202 773 63 227 76 63 55 58 59 64 76 182
internal_value=0 0.000418194 0.00170396 0.00377459 0.00408768 0.00378391 0.00420285 0.00388562 0.00302575 0.00668122 0.00830513 0.00714413 0.0016541 0.00307015 0.00175195 0.00285897 0.00782937 0.00156897 0.000116302
internal_weight=0 678 615 1703 1645 1587 1508 1456 1114 342 290 278 836 550 431 373 119 317 258
internal_count=2381 678 615 1703 1645 1587 1508 1456 1114 342 290 278 836 550 431 373 119 317 258
is_linear=0
shrinkage=0.16829


Tree=6275
num_leaves=18
num_cat=0
split_feature=1 3 4 4 40 3 47 3 13 14 50 3 52 4 1 16 16
split_gain=13.9403 3.05844 1.90291 1.16272 0.828108 0.538792 0.643721 0.476662 0.863285 0.440612 0.389028 0.380633 0.838264 0.274134 0.169625 0.123582 0.0620374
threshold=0.10538500000000002 -0.058704999999999993 -0.00059999999999999995 0.25472500000000003 -0.03549999999999999 0.31534000000000006 1.0000000180025095e-35 0.077930000000000013 -0.010739999999999998 0.062655000000000016 0.12170000000000002 -0.11756999999999999 -0.092264999999999986 0.00025000000000000006 0.08956500000000002 -0.088734999999999994 -0.24900499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 8 -3 10 11 12 -6 14 -13 -15 -4
right_child=1 5 16 -5 9 -7 -8 -9 -10 -11 -12 13 -14 15 -16 -17 -18
leaf_value=0.0010439703463605242 0.0015536056771572296 0.00063205257290536326 0.00073807124175372552 0.00088929361843626995 0.0015026769568316849 0.00029022638755094873 0.00089158847965392304 0.00073411625229648724 7.7641744963042112e-05 0.001640904506197155 0.0011121487140705211 0.0014286930531898741 0.00095578787384346118 0.0012116408399723013 0.0013192067956630349 0.0013556391962287393 0.00090365974601929356
leaf_weight=88 61 71 53 60 55 73 67 70 54 66 66 996 70 120 194 164 54
leaf_count=88 61 71 53 60 55 73 67 70 54 66 66 996 70 120 194 164 54
internal_value=0 0.000724277 0.00108783 0.00134296 0.00135791 0.000541852 0.000611827 0.000515523 0.000392829 0.00137385 0.00136324 0.00137358 0.0011967 0.00138856 0.00141087 0.00129492 0.000821969
internal_weight=0 503 168 1879 1819 335 262 195 125 1731 1665 1599 125 1474 1190 284 107
internal_count=2382 503 168 1879 1819 335 262 195 125 1731 1665 1599 125 1474 1190 284 107
is_linear=0
shrinkage=0.0032998


Tree=6276
num_leaves=20
num_cat=0
split_feature=159 4 51 3 4 52 159 474 16 42 456 480 403 49 16 159 4 3 4
split_gain=0.335268 0.405506 0.278102 0.260821 0.31884 0.251253 0.284054 0.247851 0.211409 0.210661 0.187275 0.182107 0.147047 0.140386 0.124993 0.0956893 0.106205 0.0581119 0.0903379
threshold=0.090695000000000012 0.23590000000000003 0.07955000000000001 -0.14162499999999997 -0.099704999999999974 0.022635000000000006 -0.041264999999999989 0.088510000000000019 -0.54057999999999995 0.09202500000000001 0.088285000000000016 0.086930000000000021 -0.53317999999999988 -0.065034999999999996 -0.07662999999999999 0.10916000000000002 -0.0060699999999999999 -0.07964499999999998 0.50373500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 13 -7 9 -3 15 11 12 -6 -4 -15 16 -2 -10 -19
right_child=7 8 5 4 10 6 -8 -9 17 -11 -12 -13 -14 14 -16 -17 -18 18 -20
leaf_value=0.011731423269419384 -0.00034240656308719234 0.0040854684942101442 -0.0057841204661101282 -0.0075662386684593429 -0.0064100263227511054 0 -0.016260177108298617 0.016606022300777571 -0.012499060788868754 0.013328102078169975 0.011601129380687367 0.010231271529080819 0.0027326765002270961 -0.00027163111672030485 0.0097169220043429143 -0.0034014564673920901 0.010330952698928624 -0.0020393539571533594 -0.010958870244122915
leaf_weight=98 53 56 53 80 52 61 61 67 52 62 74 89 1135 76 66 62 52 77 56
leaf_count=98 53 56 53 80 52 61 61 67 52 62 74 89 1135 76 66 62 52 77 56
internal_value=0 0.00153667 0.00238536 0.0033269 0.00274967 -0.00214742 -0.00813976 0.00759161 -0.00495306 0.00494636 0.00336232 0.00288311 0.00233064 0.00159242 0.00435828 0.00182382 0.00492634 -0.00769876 -0.00580845
internal_weight=0 2086 1845 1528 1430 317 122 296 241 229 1350 1276 1187 195 142 167 105 185 133
internal_count=2382 2086 1845 1528 1430 317 122 296 241 229 1350 1276 1187 195 142 167 105 185 133
is_linear=0
shrinkage=0.16829


Tree=6277
num_leaves=15
num_cat=0
split_feature=49 483 42 15 52 1429 15 16 52 150 2 42 4 15
split_gain=0.233319 0.215427 0.236733 0.206013 0.196632 0.189407 0.232695 0.270337 0.175112 0.167269 0.20203 0.156248 0.0862743 0.0338074
threshold=-0.15884999999999996 0.093585000000000015 0.10725000000000001 0.092135000000000009 0.12431000000000002 0.086095000000000019 -0.2987999999999999 -0.41574999999999995 0.51524500000000006 0.102565 -0.013254999999999998 0.11776500000000001 0.0015850000000000003 -0.079359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 11 13 6 7 -2 9 10 -8 -4 -11 -3
right_child=1 4 3 -5 -6 -7 8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.0092383877392213012 0.0023053022724751192 0.00083668700315796274 -0.015531509299551632 0.0024671597923865032 0.016378445004419775 0.0092730558333758897 0.01283166377386499 -0.014152054547313855 -0.0070978421677946142 0.0010563462859777019 0.0027047346886723942 -0.0024379172839793829 -0.0081386546287250047 0.0068361365459333632
leaf_weight=52 59 53 52 77 54 103 58 54 54 57 1544 52 58 55
leaf_count=52 59 53 52 77 54 103 58 54 54 57 1544 52 58 55
internal_value=0 0.0021536 0.0017102 -0.00411292 0.0080763 0.00224155 0.00185618 -0.00554338 0.00232932 0.00262686 0.0030725 -0.00900199 -0.00356551 0.0039086
internal_weight=0 2330 2168 181 162 1987 1884 113 1771 1717 1602 104 115 108
internal_count=2382 2330 2168 181 162 1987 1884 113 1771 1717 1602 104 115 108
is_linear=0
shrinkage=0.16829


Tree=6278
num_leaves=15
num_cat=0
split_feature=159 2 34 2 481 1447 43 2 13 43 159 13 16 12
split_gain=0.226609 0.298734 0.269636 0.459682 0.182618 0.158316 0.235613 0.152552 0.13729 0.122177 0.108541 0.104873 0.0639646 0.0375938
threshold=0.090695000000000012 0.13880500000000004 -0.0011599999999999998 -0.0091949999999999983 -0.065834999999999991 -0.079809999999999978 -0.15109999999999998 0.12162000000000002 -0.083894999999999983 -0.077604999999999993 0.107145 -0.099039999999999975 -0.077589999999999978 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 12 -8 -5 10 -2 -11 -7 -13
right_child=9 -3 3 4 5 6 7 -9 -10 11 -12 13 -14 -15
leaf_value=0.011460131975312265 0.0070717761954250807 -0.0079608740258484134 -0.014567675392588986 0.012050611859960408 -0.0080805511975798484 0.012758695196336718 0.00032744405161519034 0.0083719376778874383 0.0020009775430722102 0.002777268448122581 -0.0027226791801157565 0.014667210657648252 0.0048836627934508107 0.0084102247326198129
leaf_weight=73 62 101 52 77 53 54 1462 70 78 54 66 62 66 52
leaf_count=73 62 101 52 77 53 54 1462 70 78 54 66 62 66 52
internal_value=0 0.000964605 0.00141965 0.00103537 0.00147255 0.000968548 0.00125995 0.000696185 0.00700497 0.00594263 0.00200747 0.00893015 0.0084424 0.0118289
internal_weight=0 2086 1985 1912 1860 1705 1652 1532 155 296 128 168 120 114
internal_count=2382 2086 1985 1912 1860 1705 1652 1532 155 296 128 168 120 114
is_linear=0
shrinkage=0.16829


Tree=6279
num_leaves=21
num_cat=0
split_feature=4 2 12 2 2 2 2 14 12 4 42 402 2 49 49 2 4 4 49 4
split_gain=6.28808 2.77246 1.31511 0.708547 1.20579 0.476424 0.524962 0.292423 0.291719 0.264711 0.261077 0.238113 0.22252 0.186082 0.185308 0.174294 0.150592 0.0996574 0.0959581 0.0905261
threshold=0.27161500000000005 0.13290500000000002 1.0000000180025095e-35 -0.007134999999999999 0.10124000000000001 0.13775000000000001 -1.0000000180025095e-35 0.076175000000000007 -0.054684999999999991 -0.053824999999999991 0.11387000000000001 -0.11206999999999999 0.090000000000000011 0.08610000000000001 -0.009244999999999998 0.10981000000000002 0.45363500000000007 0.054560000000000004 0.09567500000000001 0.053455000000000009
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 2 3 -1 8 6 -2 10 -5 -10 12 -12 13 17 -14 -6 -8 -4 -15 -16
right_child=5 -3 7 4 15 -7 16 -9 9 -11 11 -13 14 18 19 -17 -18 -19 -20 -21
leaf_value=0.00019288128695237457 8.9454601976843591e-06 0.0001373541898616266 0.00076937964443739033 0.00096363960405912875 0.00047638499681676932 -0.00010926709174635271 0.00025239455547638556 0.00098887479854760374 0.0008498510840968342 0.00054262167372666362 0.0007419065515058093 0.00043198774186753246 0.00050154082584782694 0.0010116953895480168 0.00073395395104665319 0.00023136524517493773 0.00048859943023790058 0.00062068258819590171 0.00081060834717742276 0.00060993720803603421
leaf_weight=59 80 99 809 55 59 64 70 52 54 73 52 58 52 52 377 70 52 55 58 82
leaf_count=59 80 99 809 55 59 64 70 52 54 73 52 58 52 52 377 70 52 55 58 82
internal_value=0 0.000676932 0.000703399 0.000525303 0.000588253 0.000138468 0.000217133 0.000743387 0.000761396 0.000673532 0.000735361 0.000578815 0.000746933 0.000776483 0.00069054 0.000343702 0.000353361 0.000759955 0.000905988 0.000711875
internal_weight=0 2116 2017 370 311 266 202 1647 182 127 1595 110 1485 974 511 129 122 864 110 459
internal_count=2382 2116 2017 370 311 266 202 1647 182 127 1595 110 1485 974 511 129 122 864 110 459
is_linear=0
shrinkage=0.0032998


Tree=6280
num_leaves=17
num_cat=0
split_feature=4 39 14 16 150 43 14 0 15 0 4 0 151 16 0 16
split_gain=7.42872 1.33473 0.911668 1.03689 0.759038 1.3736 0.759229 0.73948 0.560376 0.541086 0.262181 0.467674 0.243831 0.24229 0.233237 0.193529
threshold=0.30163500000000004 0.081875000000000017 -0.41790499999999997 -0.50327499999999992 0.088985000000000009 -0.069434999999999983 0.076175000000000007 -0.10120999999999998 -0.10981499999999998 -0.069389999999999993 -0.50547999999999982 -0.030209999999999997 -0.072119999999999976 0.23993500000000004 -0.093039999999999984 -0.066704999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 12 6 -6 7 8 -1 -3 -9 14 -4 -13 -12 -10
right_child=2 9 3 -5 5 -7 -8 10 15 -11 11 13 -14 -15 -16 -17
leaf_value=0.00094027380261268306 0.00061669184306368293 0.00077209127579541432 0.0001758507097844827 -0.00016657704507383499 0.00094319425349308032 0.0002913054464536251 0.0012614412959212173 0.00112402004859305 0.00068994826759164862 0.00041076699490653163 0.0010789687543409552 0.00053783057552550279 0.00048718343393220807 0.00085933262271007608 0.0009169969337043995 0.00041420591401371385
leaf_weight=66 58 94 52 72 82 62 66 69 58 88 108 52 59 52 1233 55
leaf_count=66 58 94 52 72 82 62 66 69 58 88 108 52 59 52 1233 55
internal_value=0 0.000868133 0.000256008 0.0001415 0.00089399 0.000662765 0.000912899 0.00089929 0.000697915 0.000597579 0.000923076 0.000913456 0.000341651 0.00069892 0.000930068 0.000556049
internal_weight=0 2085 241 183 1903 144 1759 1693 179 182 1514 1445 111 104 1341 113
internal_count=2326 2085 241 183 1903 144 1759 1693 179 182 1514 1445 111 104 1341 113
is_linear=0
shrinkage=0.0032998


Tree=6281
num_leaves=22
num_cat=0
split_feature=12 2 2 2 11 12 52 52 12 2 157 48 12 39 2 42 12 12 42 52 12
split_gain=4.82571 1.74663 1.09905 2.11016 0.899071 0.430767 0.296886 0.290718 0.263166 0.192391 0.181567 0.158828 0.139574 0.133045 0.124616 0.142581 0.129587 0.120969 0.113279 0.183375 0.167341
threshold=0.077755000000000005 0.13106000000000004 -0.0091949999999999983 0.099675000000000014 0.086080000000000018 0.090255000000000016 -0.069034999999999985 0.047850000000000011 -1.0000000180025095e-35 0.11657500000000001 -0.074309999999999987 0.08955500000000001 0.083310000000000009 0.086425000000000016 0.098365000000000022 0.088865000000000013 0.10005000000000001 0.083865000000000009 0.08648500000000002 -0.0082999999999999984 0.084475000000000008
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=2 4 -1 6 5 12 -4 8 13 -10 -7 14 -2 -5 16 -16 -12 -14 20 -20 -19
right_child=1 -3 3 7 -6 10 -8 -9 9 -11 11 -13 17 -15 15 -17 -18 18 19 -21 -22
leaf_value=0.00032312956909230395 0.0012293054864679308 0.00043567058847050625 0.0011322515377879922 0.00025491977188567521 0.00066715945401379863 0.00076892196263463899 0.00086225906217992016 0.00072161039061106782 0.00071811599534379205 0.00046643248061238032 0.0010169242234177903 0.0011228849588052375 0.00090383283572493547 0.00047536206176630605 0.00076213862293889728 0.00097767915937073857 0.00088943414940422677 0.00127986612788715 0.00088972424386254349 0.0010754802661195957 0.0010795049591115226
leaf_weight=100 59 62 85 52 84 52 97 81 69 66 343 73 54 73 71 68 124 54 88 188 383
leaf_count=100 59 62 85 52 84 52 97 81 69 66 343 73 54 73 71 68 124 54 88 188 383
internal_value=0 0.000980352 0.000640742 0.000701404 0.00100091 0.00101889 0.000988548 0.000548044 0.000493837 0.000595332 0.000960081 0.000974669 0.0010709 0.00038394 0.000956757 0.000867836 0.000983148 0.00105867 0.00107034 0.00101638 0.00110434
internal_weight=0 1703 623 523 1641 1557 182 341 260 135 731 679 826 125 606 139 467 767 713 276 437
internal_count=2326 1703 623 523 1641 1557 182 341 260 135 731 679 826 125 606 139 467 767 713 276 437
is_linear=0
shrinkage=0.0032998


Tree=6282
num_leaves=29
num_cat=0
split_feature=12 12 15 150 15 48 15 12 14 42 39 12 42 52 1210 42 52 133 52 15 133 51 52 12 12 52 42 160
split_gain=9.9492 2.51775 2.37521 1.7026 1.03595 0.973856 0.84577 0.893547 0.606932 0.54208 0.498864 0.467482 0.349473 0.352371 0.273047 0.219152 0.214533 0.199975 0.184308 0.156265 0.142747 0.125151 0.121781 0.19677 0.0854547 0.083395 0.0738004 0.0376214
threshold=0.077755000000000005 0.099815000000000015 -0.2987999999999999 0.091355000000000006 -0.14798499999999998 0.093265000000000015 -0.10245999999999998 -0.011819999999999999 -0.10708499999999999 0.11929000000000002 0.08845500000000002 0.083310000000000009 0.088060000000000013 0.0029250000000000005 -0.011179999999999997 0.077855000000000021 -0.0065299999999999993 0.12330000000000001 -0.071919999999999984 -0.0085199999999999981 0.08784500000000002 0.0033150000000000007 -0.074744999999999992 0.10862500000000001 0.090255000000000016 -0.0036349999999999998 -0.014374999999999997 -0.061284999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 8 5 -3 6 -4 10 -1 22 -8 -2 14 17 -13 21 -9 18 -14 20 -17 26 -6 -24 -15 -20 -16 -26
right_child=1 4 3 -5 9 -7 7 16 -10 -11 -12 12 13 24 15 19 -18 -19 25 -21 -22 -23 23 -25 27 -27 -28 -29
leaf_value=0.00058970174640986424 0.0015830273139821442 0.0005442459505485296 0.0014094261866255927 0.00044987497273920739 0.0012412598522120674 0.00062051091766504932 0.00050996128894549423 0.0012179331146609559 0.00012874446483593171 0.00075625048148378587 0.00094865084942070662 0.0011537614715883249 0.0011924821005608033 0.0013855747531302841 0.001304368159965464 0.0014100804451245247 0.00096147713249213518 0.0013087398100917766 0.00088873807879368601 0.0015203880323229428 0.0012056840710089991 0.0014467185951528895 0.00095214933429392035 0.001188373612485706 0.0011821720255829487 0.0010723849628560347 0.0011978836387742495 0.0013057282932980453
leaf_weight=57 59 52 52 96 70 83 58 90 69 55 56 96 89 93 250 155 62 53 53 102 53 54 79 80 61 64 115 70
leaf_count=57 59 52 52 96 70 83 58 90 69 55 56 96 89 93 250 155 62 53 53 102 53 54 79 80 61 64 115 70
internal_value=0 0.00123019 0.000742675 0.000845311 0.000973849 0.000939892 0.00102314 0.000947494 0.000337552 0.00105239 0.000725767 0.00129317 0.00128007 0.00120872 0.0013218 0.00134388 0.00111356 0.00112485 0.00107736 0.00141166 0.00135817 0.00129366 0.00112336 0.00107123 0.00130555 0.000989496 0.00127091 0.00124846
internal_weight=0 1703 623 497 336 401 318 266 126 284 114 1367 1308 483 825 729 152 259 206 310 208 419 229 159 224 117 365 131
internal_count=2326 1703 623 497 336 401 318 266 126 284 114 1367 1308 483 825 729 152 259 206 310 208 419 229 159 224 117 365 131
is_linear=0
shrinkage=0.0032998


Tree=6283
num_leaves=10
num_cat=0
split_feature=4 11 41 42 475 1 160 1213 16
split_gain=0.332017 0.272293 0.206164 0.191055 0.176744 0.129981 0.128939 0.174894 0.147763
threshold=0.55608500000000005 0.093970000000000012 0.075585000000000013 0.13495000000000004 -0.088274999999999978 0.081925000000000012 0.11281500000000001 0.104315 0.26799500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 8 -6
right_child=-2 -3 5 -5 6 -7 -8 -9 -10
leaf_value=-0.002796717758879793 -0.0088784301559408831 -0.0063686150058128417 0.0059557047521636309 -0.0054207172228552354 0.0063978421372923224 0.017403018551623298 -0.00059958799591301097 -0.0019121081328099733 0.0012737477650751547
leaf_weight=81 52 61 54 52 1601 60 102 85 178
leaf_count=81 52 61 54 52 1601 60 102 85 178
internal_value=0 0.00471033 0.00501652 0.00463658 0.00489294 0.0119964 0.00521068 0.00552958 0.00588615
internal_weight=0 2274 2213 2099 2047 114 1966 1864 1779
internal_count=2326 2274 2213 2099 2047 114 1966 1864 1779
is_linear=0
shrinkage=0.16829


Tree=6284
num_leaves=17
num_cat=0
split_feature=40 2 15 1 2 2 0 12 3 0 3 158 3 3 15 12
split_gain=0.312929 0.245471 0.257717 0.184458 0.326344 0.273892 0.33728 0.245463 0.24362 0.499662 0.220169 0.120751 0.164449 0.161143 0.11984 0.162584
threshold=0.051255000000000002 -0.0091949999999999983 -0.076519999999999991 0.12864500000000004 0.14363500000000004 0.10161500000000002 -0.014954999999999998 -0.013764999999999998 -0.10468499999999999 0.062580000000000011 -0.077039999999999983 0.080150000000000013 -0.083829999999999988 0.088465000000000002 -0.015464999999999998 -0.077034999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -3 9 -7 -10 13 -13 -9 15 -12
right_child=-2 3 -4 4 -6 8 -8 11 10 -11 14 12 -14 -15 -16 -17
leaf_value=-0.010476659324633004 -0.0083222102750962427 0.015946661805967915 0.0052676219214604766 0.020699518466949941 0.0031581042965311374 -0.018203714376208564 0.016632876558919884 0.0040140226822016935 0.0099350883134666518 0.0042027852355040109 -0.0045310531384924503 0.0026911209992384081 0.013897692854910526 -0.0055408446091076606 -0.0045747922183543037 0.0058683124869106764
leaf_weight=66 60 52 53 53 70 53 69 1204 89 60 61 70 80 52 94 140
leaf_count=66 60 52 53 53 70 53 69 1204 89 60 61 70 80 52 94 140
internal_value=0 0.0039821 -0.0034494 0.00439483 0.0107312 0.00400888 0.00512589 0.00458009 0.000573311 -0.00629056 0.00259783 0.00415843 0.00867994 0.00361701 0.000378122 0.00270335
internal_weight=0 2266 119 2147 123 2024 1527 1458 497 113 384 1406 150 1256 295 201
internal_count=2326 2266 119 2147 123 2024 1527 1458 497 113 384 1406 150 1256 295 201
is_linear=0
shrinkage=0.16829


Tree=6285
num_leaves=25
num_cat=0
split_feature=3 10 4 3 15 156 4 15 3 12 12 4 4 0 15 402 0 0 3 402 15 0 3 3
split_gain=8.55886 2.1491 1.51569 1.19087 1.03158 0.644792 0.567559 0.482281 0.370536 0.359803 0.453602 0.42926 0.216624 0.170657 0.189435 0.146744 0.164539 0.117657 0.133668 0.110887 0.105477 0.0951184 0.0709042 0.0631767
threshold=-0.049204999999999992 -1.0000000180025095e-35 0.36766000000000004 0.25468500000000005 0.054100000000000002 0.083125000000000018 0.27161500000000005 -0.025694999999999999 -0.0035149999999999995 0.081095000000000014 0.092495000000000008 -0.090609999999999982 -0.041264999999999989 -0.04478999999999999 0.097545000000000007 0.090075000000000002 -0.086409999999999987 -0.10120999999999998 -0.079724999999999976 -0.035114999999999993 -0.075694999999999985 -0.084319999999999992 -0.076254999999999989 -0.072894999999999988
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 -2 9 4 5 6 7 8 -3 -1 11 -11 13 14 19 17 -17 -13 -19 -12 21 -14 -22 -16
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 10 12 15 20 -15 23 16 -18 18 -20 -21 22 -23 -24 -25
leaf_value=0.00091921261324514898 0.00024088795879684849 0.00076332941866631915 0.00069309005826522668 0.0004105863782972754 0.0012752230903513644 0.0010777327155600789 0.00052287458012970501 0.00056403703806395605 0.0010779734254510831 0.0014576336713870424 0.0011599876018381736 0.0010354995079548373 0.0010143632718134408 0.0010113510598405142 0.001021427998247544 0.0011945227268919858 0.0014483683164156515 0.0012208936758142665 0.0010856701419981554 0.0013545965380721719 0.0010369669732628415 0.0012024369533624199 0.00087324698713280773 0.0011875873793766407
leaf_weight=58 93 87 74 79 55 71 101 59 79 84 53 52 62 62 57 59 58 640 97 97 79 64 52 54
leaf_count=58 93 87 74 79 55 71 101 59 79 84 53 52 62 62 57 59 58 640 97 97 79 64 52 54
internal_value=0 0.000704167 0.00115612 0.000785239 0.000850643 0.000791733 0.000729337 0.000821859 0.000913282 0.00117715 0.00118666 0.00122993 0.00111274 0.0011705 0.00120817 0.00120878 0.00132066 0.00119214 0.00120314 0.00128607 0.00104001 0.00111017 0.000972248 0.00110258
internal_weight=0 624 1702 531 452 397 326 225 166 1628 1570 990 580 323 261 906 117 789 737 150 257 126 131 111
internal_count=2326 624 1702 531 452 397 326 225 166 1628 1570 990 580 323 261 906 117 789 737 150 257 126 131 111
is_linear=0
shrinkage=0.0032998


Tree=6286
num_leaves=16
num_cat=0
split_feature=9 48 123 151 12 12 3 4 42 49 4 4 12 48 42
split_gain=0.21538 0.164779 0.13508 0.166219 0.130474 0.247635 0.15916 0.143883 0.220051 0.153002 0.130632 0.132976 0.100726 0.0775186 0.0735749
threshold=-1.0000000180025095e-35 0.13438000000000003 0.084995000000000015 0.077805000000000013 0.092495000000000008 0.091085000000000013 -0.082454999999999987 0.016695000000000005 -1.0000000180025095e-35 0.08840000000000002 -0.34140499999999996 -0.010549999999999999 0.10695000000000002 0.085865000000000011 -0.025789999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 9 -9 -2 -6 12 -12 -4 -13
right_child=1 -3 13 -5 10 6 -8 8 -10 -11 11 14 -14 -15 -16
leaf_value=-0.0040205612871493258 0.0042167702162835326 -0.0038488606530623463 -0.0031896273920738322 0.013947482747501939 -0.0041433323497981683 0.020261404755947329 0.0074316444858108337 0.00058872079052495717 0.012333784424741666 0.010964791629266286 0.0049905292936638533 0.0053467630526625003 0.012124084673365834 0.0052413135099732408 -0.00084128885873142596
leaf_weight=72 893 54 76 70 56 58 53 60 187 107 277 83 71 52 157
leaf_count=72 893 54 76 70 56 58 53 60 187 107 277 83 71 52 157
internal_value=0 0.00531582 0.00554158 0.00586938 0.00558603 0.00652325 0.0141517 0.00584277 0.00948801 0.00494061 0.00360692 0.0043481 0.0064511 0.000221407 0.00129126
internal_weight=0 2254 2200 2072 2002 1358 111 1247 247 1000 644 588 348 128 240
internal_count=2326 2254 2200 2072 2002 1358 111 1247 247 1000 644 588 348 128 240
is_linear=0
shrinkage=0.16829


Tree=6287
num_leaves=18
num_cat=0
split_feature=4 3 43 3 3 43 15 4 0 156 15 51 15 156 4 3 15
split_gain=9.61185 4.15348 2.2792 3.18286 0.766187 0.587306 0.620615 0.441024 0.541055 0.384372 0.321627 0.30592 0.221335 0.201841 0.205226 0.1966 0.12608
threshold=0.36766000000000004 -0.058704999999999993 -0.033174999999999989 0.25468500000000005 -0.026769999999999999 -0.072864999999999985 -0.44206999999999991 -0.44205499999999992 -0.045754999999999997 0.050840000000000003 0.11568500000000001 0.116275 -0.015464999999999998 0.090500000000000011 1.0000000180025095e-35 -0.011259999999999997 -0.094514999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 9 -3 -2 -7 -1 10 12 11 13 16 14 -9 -6 -4
right_child=5 2 3 -5 15 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0014881575054234853 0.00025856885861545058 0.0008905457279246745 0.001106582379860545 0.00032017331606636756 0.00026609280372413531 0.0008258962166935971 0.00041460294056675146 0.0013030070997661297 0.00090125520533492691 0.0014294934317890845 0.001053914724830759 0.001033269748056505 0.00099903328752683944 0.001114270055762323 0.0011940618285126864 0.00055228582487120564 0.0013286911279874966
leaf_weight=80 86 56 55 53 52 72 91 977 52 65 91 64 81 88 245 54 64
leaf_count=80 86 56 55 53 52 72 91 977 52 65 91 64 81 88 245 54 64
internal_value=0 0.00116626 0.000896841 0.00105927 0.000577786 0.000479923 0.000596495 0.00124722 0.00123449 0.00120695 0.00124629 0.00125901 0.00113445 0.00127001 0.00128119 0.000412222 0.00122633
internal_weight=0 2077 480 318 162 249 163 1597 1517 265 1465 1374 200 1310 1222 106 119
internal_count=2326 2077 480 318 162 249 163 1597 1517 265 1465 1374 200 1310 1222 106 119
is_linear=0
shrinkage=0.0032998


Tree=6288
num_leaves=15
num_cat=0
split_feature=2 156 1 1 2 0 43 11 1452 3 158 2 3 42
split_gain=0.43373 0.180793 0.24974 0.231472 0.209553 0.194765 0.225788 0.170896 0.160074 0.138174 0.135299 0.177164 0.111127 0.0574961
threshold=0.16730000000000003 0.11538000000000002 0.09518500000000002 0.13948500000000003 -0.007134999999999999 -0.084949999999999984 -0.0047649999999999993 0.078340000000000007 0.087755000000000014 0.08734500000000002 0.093740000000000018 0.085885000000000017 0.11745500000000002 0.090395000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 6 -6 8 9 10 11 -1 -8 -7
right_child=-2 -3 3 -5 5 13 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0093898219253239941 -0.01002996041223761 0.012638777765002291 -0.007043600563448351 0.011937628682664961 -0.0074667758619714197 0.0089524760520331686 0.0085824532495356806 -0.0025406504214628002 0.014391757889579075 -0.0014863141066713415 0.0002347628132293873 0.0053645002453273248 -0.0011824178704395005 0.0030900478129399808
leaf_weight=495 53 93 81 59 92 103 62 62 69 65 94 838 70 90
leaf_count=495 53 93 81 59 92 103 62 62 69 65 94 838 70 90
internal_value=0 0.00535925 0.00504788 0.0019684 0.000783696 0.00230841 -0.00106072 0.00610362 0.00644811 0.00607954 0.00642542 0.00686062 0.0033905 0.00622801
internal_weight=0 2273 2180 557 498 417 224 1623 1561 1492 1427 1333 132 193
internal_count=2326 2273 2180 557 498 417 224 1623 1561 1492 1427 1333 132 193
is_linear=0
shrinkage=0.16829


Tree=6289
num_leaves=24
num_cat=0
split_feature=4 3 3 39 3 39 40 41 15 47 15 15 456 160 132 4 402 15 1375 402 158 403 15
split_gain=17.3208 7.43277 3.78903 2.61548 1.21235 1.01482 0.798484 0.675221 0.395286 0.441906 0.388758 0.28814 0.293013 0.343531 0.267855 0.259705 0.240666 0.11401 0.0899671 0.0665816 0.0601595 0.0456555 0.0436429
threshold=0.30163500000000004 -0.065974999999999992 0.25468500000000005 0.081875000000000017 0.13524500000000003 0.088025000000000006 -0.083394999999999983 0.075585000000000013 0.054100000000000002 0.077555000000000013 0.11568500000000001 0.083185000000000023 0.03981500000000001 0.087770000000000015 0.086775000000000005 -0.013514999999999998 0.097045000000000006 -0.087404999999999983 0.08376500000000002 -0.08738499999999999 0.090905000000000014 -0.088434999999999986 -0.42443999999999993
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=1 7 3 8 5 22 -5 10 9 15 11 12 13 14 -1 -3 19 -8 -14 21 -21 -13 -2
right_child=4 2 -4 6 -6 -7 17 -9 -10 -11 -12 16 18 -15 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0013100453396603898 0.00073984530101080497 0.001183044655783376 8.8112176690652302e-05 0.00035289763025548758 -7.3105460484966129e-05 0.00018020902522340303 0.00095621383290067847 0.0017105081558428607 0.001393717691886225 0.0013628803076978556 0.0011315646466308292 0.0013979597616518701 0.0016089496323656667 0.0014984316137984378 0.0010602353485631736 0.00091098118523136621 0.0015941719673938542 0.000736646759325752 0.0014055492507522973 0.0014518441737132284 0.0013223631130331341 0.0012613711279863184 0.00060812938437861369
leaf_weight=531 54 72 52 53 55 76 55 69 88 64 70 79 53 101 53 86 97 53 52 340 52 53 68
leaf_count=531 54 72 52 53 55 76 55 69 88 64 70 79 53 101 53 86 97 53 52 340 52 53 68
internal_value=0 0.00127451 0.000934151 0.00102748 0.000359742 0.000480156 0.000685764 0.00138934 0.00120484 0.00112981 0.00137435 0.00138637 0.00134389 0.0013186 0.00128743 0.00103518 0.00144035 0.00084879 0.00150855 0.00141181 0.00143476 0.00134338 0.000666719
internal_weight=0 2073 523 471 253 198 161 1550 310 222 1481 1411 790 685 584 158 621 108 105 524 392 132 122
internal_count=2326 2073 523 471 253 198 161 1550 310 222 1481 1411 790 685 584 158 621 108 105 524 392 132 122
is_linear=0
shrinkage=0.0032998


Tree=6290
num_leaves=12
num_cat=0
split_feature=0 4 1 41 133 3 3 4 3 4 0
split_gain=0.274581 0.452457 0.25925 0.15622 0.187124 0.272817 0.245475 0.244816 0.190249 0.224133 0.109723
threshold=0.0037850000000000002 -0.21586499999999997 0.085345000000000018 0.075585000000000013 -0.24264499999999997 0.31370500000000007 -0.13088999999999998 -0.097514999999999977 0.10703500000000001 0.30163500000000004 -0.082064999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 10 6 -6 -8 9 -9 -1
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=0.015669186196221072 -0.0039169590558039103 -0.012073651497380412 0.0096194913217037808 0.011103358055190245 -0.0065303123858391236 -0.0066937100439577926 0.015071235143713483 0.0050928631182385348 -0.0031401164427518015 -0.0039783193388990661 0.0051211373868311569
leaf_weight=62 72 77 90 99 58 67 61 1535 94 81 52
leaf_count=62 72 77 90 99 58 67 61 1535 94 81 52
internal_value=0 -0.00144744 0.0035922 0.00456579 0.0042429 0.00384327 0.00423025 0.00458367 0.0042085 0.00463707 0.0108736
internal_weight=0 239 162 2109 2010 1896 1829 1771 1710 1616 114
internal_count=2348 239 162 2109 2010 1896 1829 1771 1710 1616 114
is_linear=0
shrinkage=0.16829


Tree=6291
num_leaves=19
num_cat=0
split_feature=4 13 39 0 13 403 0 16 14 16 4 1213 43 4 4 4 4 156
split_gain=5.7841 2.03343 1.4392 0.535809 0.513063 0.489609 0.352593 1.00361 0.329459 0.578453 0.307772 0.253507 0.379521 0.213636 0.668356 0.196343 0.167715 0.0921035
threshold=0.30163500000000004 -0.16392499999999996 0.081875000000000017 -0.061994999999999995 -0.085409999999999986 -0.059794999999999994 -0.11208499999999998 -0.015159999999999998 -0.41790499999999997 -0.44470499999999996 0.054560000000000004 -0.0068949999999999992 -0.029144999999999997 -0.37626499999999991 -0.096364999999999992 0.00025000000000000006 0.45363500000000007 0.092190000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -6 -2 16 11 -7 -13 17 -15 -16 -10 -8
right_child=8 2 3 -5 6 10 13 -9 9 -11 -12 12 -14 14 15 -17 -18 -19
leaf_value=0.00028691073411772606 0.00044992969719910136 0.0011787343457315877 0.00063815819255882446 0.00025184826628639072 0.00082781620448086441 0.00073513713405781657 0.0010035559348765459 0.00026842527929612066 0.00018239988408476335 -0.00012090486539060948 0.00064738683836840336 0.00088501279802521917 0.00121755906452735 0.00042937546493594431 0.00082570913333639584 0.00071431040849272175 0.0004100279495552519 0.00081803118892775277
leaf_weight=94 62 66 102 64 100 66 77 54 82 53 59 141 52 55 885 221 63 52
leaf_count=94 62 66 102 64 100 66 77 54 82 53 59 141 52 55 885 221 63 52
internal_value=0 0.000761783 0.000784152 0.000489432 0.000810896 0.000918625 0.000782223 0.000631895 0.000239659 0.000173639 0.00086453 0.000913859 0.000974793 0.000800142 0.000785789 0.000803481 0.000281543 0.000929044
internal_weight=0 2088 1994 166 1828 384 1444 154 260 198 318 259 193 1290 1161 1106 145 129
internal_count=2348 2088 1994 166 1828 384 1444 154 260 198 318 259 193 1290 1161 1106 145 129
is_linear=0
shrinkage=0.0032998


Tree=6292
num_leaves=12
num_cat=0
split_feature=48 48 40 1454 1453 1456 52 48 4 52 3
split_gain=0.180529 0.217062 0.152901 0.148337 0.202772 0.238668 0.18832 0.144529 0.191373 0.127369 0.0875978
threshold=-0.015314999999999997 -0.080024999999999985 0.051255000000000002 0.081720000000000015 -0.077764999999999987 -0.063824999999999979 0.49868000000000007 0.093265000000000015 -0.50547999999999982 -1.0000000180025095e-35 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 7 8 -7 -9 -5
right_child=2 -3 -4 10 5 6 -8 9 -10 -11 -12
leaf_value=0.0034623114958807345 0.013937793722307572 -0.0096878788310201299 -0.0045553282156436817 -0.0065666488243094371 -0.0039173673008575148 0.015081368674931202 0.014391302674379188 0.0043330579413318688 0.0047779306829687897 -0.0035998354499773961 0.0027228051356931711
leaf_weight=87 66 60 55 52 92 53 57 122 1532 108 64
leaf_count=87 66 60 55 52 92 53 57 122 1532 108 64
internal_value=0 -0.00189289 0.00419028 0.00441526 0.00474992 0.00444025 0.00485195 0.00455138 0.0051236 0.000600236 -0.00142595
internal_weight=0 147 2201 2146 2030 1964 1872 1815 1585 230 116
internal_count=2348 147 2201 2146 2030 1964 1872 1815 1585 230 116
is_linear=0
shrinkage=0.16829


Tree=6293
num_leaves=20
num_cat=0
split_feature=0 12 12 52 1 457 13 16 133 0 2 13 1212 1212 0 15 1 52 2
split_gain=0.220627 0.361286 0.294188 0.250934 0.228193 0.295658 0.208142 0.256265 0.36485 0.203183 0.292913 0.177863 0.122484 0.378462 0.115145 0.0991301 0.186307 0.13642 0.0849051
threshold=0.0037850000000000002 -0.11875499999999999 0.023990000000000004 -1.0000000180025095e-35 0.10296000000000001 0.060310000000000009 -0.090389999999999984 -0.18776499999999999 -0.054584999999999995 -0.081049999999999983 0.11693000000000002 -0.0082249999999999979 0.11930500000000001 0.090840000000000018 0.12436000000000001 -0.088489999999999985 0.091960000000000014 -0.037619999999999994 0.10774000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 9 7 -3 -9 10 -6 18 13 15 -4 17 -17 -8 -11
right_child=2 4 14 -5 5 -7 12 8 -10 11 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.015700881717480294 0.00026868863434967359 -0.00077190032393020368 -0.00059861183206375674 -0.014969179175190556 0.0031901185527382129 -0.011992909141252483 -0.0038737487776921817 0.0065402925785685729 0.023673183652871851 0.005674106676869321 -0.01102499886162793 0.012560039863882403 0.011498213123158112 -0.0078462756255686331 0.0099537954100342337 0.0038365551918143818 0.011098114784779166 0.0038348506986346812 -0.0034556622536800561
leaf_weight=69 60 54 62 62 99 53 101 99 55 63 70 64 52 83 55 899 113 182 53
leaf_count=69 60 54 62 62 99 53 101 99 55 63 70 64 52 83 55 899 113 182 53
internal_value=0 0.00371726 -0.00167291 -0.00746042 0.00331105 -0.000277599 0.00419288 0.00917227 0.0126708 0.00149637 -0.00268717 0.00543423 0.00346735 0.00316299 0.00434657 0.00386999 0.00464916 0.00107738 0.00148726
internal_weight=0 2109 239 122 2040 402 1638 208 154 349 169 180 1430 1378 117 1295 1012 283 116
internal_count=2348 2109 239 122 2040 402 1638 208 154 349 169 180 1430 1378 117 1295 1012 283 116
is_linear=0
shrinkage=0.16829


Tree=6294
num_leaves=20
num_cat=0
split_feature=0 16 1 3 16 1 2 0 2 3 2 2 40 133 1454 1453 16 3 3
split_gain=0.189506 0.408671 0.158023 0.169326 0.421469 0.178058 0.180658 0.273628 0.19122 0.170797 0.268967 0.118858 0.184674 0.114892 0.110797 0.113908 0.0978486 0.0921385 0.0628904
threshold=0.10396000000000001 0.15050500000000003 0.14720000000000003 0.10323000000000002 -0.065564999999999984 0.10141500000000002 -1.0000000180025095e-35 -0.082064999999999985 0.11444000000000001 -0.063074999999999978 0.085730000000000015 0.092235000000000025 -1.0000000180025095e-35 -0.14729999999999996 0.083100000000000021 -1.0000000180025095e-35 -0.15043499999999996 0.20828500000000003 -0.081359999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 17 9 -7 16 -9 13 -11 -12 -13 18 15 -15 -8 -5 -1
right_child=1 -3 -4 4 -6 6 7 8 -10 10 11 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.010914371932380958 -0.01464035253511947 0.0043426379694759968 0.011188753659929955 0.0087567276451571731 -0.013273299594965031 -0.0081779654601397862 5.2164751856885009e-05 0.011415046844260361 -0.00045445189510227526 0.018689610892870148 -0.001065771885148249 0.00049774516591827365 0.013857457612781728 0.009671188679950371 -0.0038504068017472951 0.0026632445753447791 -0.010189595107146116 -0.0008709047557770381 0.0039067629461350586
leaf_weight=79 55 77 65 56 63 67 53 86 69 53 60 52 68 70 69 1129 52 56 69
leaf_count=79 55 77 65 56 63 67 53 86 69 53 60 52 68 70 69 1129 52 56 69
internal_value=0 -0.00355333 0.00300454 0.00275639 -0.00225492 0.00320112 -0.000381288 0.00162095 0.00611961 0.00391261 0.00813987 0.00502358 0.00808322 0.00321575 0.00269567 0.00307388 -0.00500283 0.00392687 0.00765945
internal_weight=0 132 2216 2151 175 1976 327 260 155 1649 233 180 120 1416 1268 1199 105 112 148
internal_count=2348 132 2216 2151 175 1976 327 260 155 1649 233 180 120 1416 1268 1199 105 112 148
is_linear=0
shrinkage=0.16829


Tree=6295
num_leaves=24
num_cat=0
split_feature=1 16 14 42 159 1 2 156 16 124 2 2 156 403 16 43 16 16 16 16 16 49 16
split_gain=11.0083 1.98805 1.15175 1.09796 0.880298 0.670304 0.558482 0.500419 0.341163 0.352737 0.589387 0.323443 0.213906 0.212622 0.227022 0.197168 0.15677 0.148172 0.138447 0.122359 0.0978658 0.0563403 0.0353939
threshold=0.098370000000000027 0.26391000000000003 0.062655000000000016 0.10947000000000003 -1.0000000180025095e-35 0.090485000000000024 0.082885000000000014 0.0010500000000000004 0.034535000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.098365000000000022 0.090705000000000022 0.058485000000000009 0.081265000000000018 0.0015250000000000001 -0.013324999999999998 0.41088500000000006 -0.067534999999999998 -0.14483499999999996 -0.082084999999999991 -0.046019999999999998 -0.087829999999999978
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 3 5 4 -2 11 18 -3 9 19 -11 12 13 14 15 -1 22 -18 -7 -6 -15 -12 -13
right_child=1 7 -4 -5 8 6 -8 -9 -10 10 21 16 -14 20 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0010632320915971163 0.0008034032098988694 0.0006805161654861462 0.0014230961589206503 -2.7353067896238044e-05 0.00030344130304732139 0.00078579282767920675 0.00050862789317132346 0.0011028885943006738 0.00061559713358515103 0.00069284856472826353 0.00022372171816889815 0.0009254711731405661 0.00084726572507038181 0.0010009014718491906 0.0012105671100746816 0.00092475365283311618 0.00072024963670977557 0.00093865658120391047 0.00098623958652656937 7.7016243185222701e-05 0.00083600512779065644 0.00035870301401027502 0.001046139108180887
leaf_weight=693 66 74 66 59 52 68 53 53 62 63 52 64 70 95 98 139 76 65 92 53 74 106 61
leaf_count=693 66 74 66 59 52 68 53 53 62 63 52 64 70 95 98 139 76 65 92 53 74 106 61
internal_value=0 0.000487191 0.000994492 0.000395556 0.000450593 0.000977305 0.000803736 0.000857059 0.000390488 0.000347568 0.000422516 0.00100304 0.00102689 0.0010383 0.00105814 0.00104014 0.000898128 0.000821184 0.00090127 0.000189486 0.000928907 0.000314502 0.000984639
internal_weight=0 640 1714 513 454 1648 213 127 388 326 221 1435 1169 1099 930 832 266 141 160 105 169 158 125
internal_count=2354 640 1714 513 454 1648 213 127 388 326 221 1435 1169 1099 930 832 266 141 160 105 169 158 125
is_linear=0
shrinkage=0.0032998


Tree=6296
num_leaves=12
num_cat=0
split_feature=10 2 1375 147 39 52 4 43 4 4 51
split_gain=0.193736 0.160262 0.12691 0.217507 0.272228 0.166653 0.220649 0.136476 0.119862 0.385045 0.131799
threshold=1.0000000180025095e-35 -0.013254999999999998 -0.097394999999999982 0.092070000000000013 0.11305000000000003 0.0074400000000000013 -0.15805499999999997 0.055170000000000004 0.24099500000000004 0.49433000000000005 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 -7 -8 10 -10 -4
right_child=-2 2 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.011755391049726609 -0.0061435348560697767 -0.0050451179086743025 0.0078732637485984507 0.013859485762877113 -0.0090827580145252957 0.01518618424640111 0.0052468958292225506 -0.001016449935064026 -0.010868655521576679 0.0068202430665278702 0.0019316055315145668
leaf_weight=61 64 54 119 53 52 57 669 115 75 65 970
leaf_count=61 64 54 119 53 52 57 669 115 75 65 970
internal_value=0 0.00323499 0.00300101 0.0032016 0.00293456 0.00323731 0.00506408 0.00432587 0.00198579 -0.00264312 0.00258253
internal_weight=0 2290 2229 2175 2122 2070 841 784 1229 140 1089
internal_count=2354 2290 2229 2175 2122 2070 841 784 1229 140 1089
is_linear=0
shrinkage=0.16829


Tree=6297
num_leaves=24
num_cat=0
split_feature=1 42 11 15 43 131 160 15 1 43 400 481 1 1 43 43 15 403 15 15 160 15 50
split_gain=0.236433 0.219205 0.225839 0.265521 0.253856 0.222712 0.168639 0.252588 0.179736 0.0954498 0.0962556 0.0982204 0.104451 0.219953 0.116864 0.0882847 0.088068 0.0780673 0.0631631 0.0597459 0.0587496 0.0449903 0.0675564
threshold=0.090435000000000015 0.11661000000000001 0.083010000000000014 -0.4680149999999999 -0.089649999999999994 0.095205000000000026 0.022560000000000004 -0.077809999999999976 0.13210500000000003 0.26667500000000005 -0.086864999999999984 -0.085629999999999984 1.0000000180025095e-35 0.083835000000000007 -0.0059699999999999987 0.019675000000000002 0.087505000000000013 -0.0055949999999999984 0.088005000000000014 0.091305000000000011 0.079055000000000014 -1.0000000180025095e-35 0.087525000000000006
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=9 2 3 -2 -5 6 8 -8 -6 10 -1 -12 14 -14 16 17 20 -16 -17 -18 -13 -15 -23
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 11 12 13 21 15 18 19 -19 -20 -21 -22 22 -24
leaf_value=-0.002204353686264017 0.0093980420298443185 -0.0084978455643403821 0.0086853981335968701 0.009443848005258014 -0.0069447651633652158 0.0066885235795455036 -0.0059417180498540136 0.010481357848162986 0.0023229523905854439 -0.0015381286359640505 -0.0009114960379805237 0.0033002037072695431 0.016705435913289424 0.0010300892637369727 0.0030534660050439556 0.0086738613182316699 0.013068412572847991 -0.0052683449505238232 0.001070576559309514 0.0063014872651112885 0.0077602390499916796 0.011315380675249093 0.0032232370064607845
leaf_weight=65 76 74 97 58 309 69 52 54 73 90 91 467 61 57 52 52 55 82 78 119 103 53 67
leaf_count=65 76 74 97 58 309 69 52 54 73 90 91 467 61 57 52 52 55 82 78 119 103 53 67
internal_value=0 0.000256851 0.00108127 1.12343e-05 -0.00114584 -0.00225176 -0.00351954 0.00240781 -0.00516901 0.00376005 0.00410145 0.00440935 0.0047994 0.00797819 0.00404707 0.00099666 0.00512706 -0.00202558 0.00412571 0.00845078 0.00410929 0.00496034 0.00681224
internal_weight=0 862 788 691 615 557 488 106 382 1492 1402 1337 1246 238 1008 264 744 134 130 174 570 177 120
internal_count=2354 862 788 691 615 557 488 106 382 1492 1402 1337 1246 238 1008 264 744 134 130 174 570 177 120
is_linear=0
shrinkage=0.16829


Tree=6298
num_leaves=30
num_cat=0
split_feature=12 12 12 52 42 12 42 52 51 0 12 0 52 0 43 0 0 42 40 0 12 1212 52 48 43 0 0 43 12
split_gain=7.2113 1.68912 0.97256 0.733528 0.714147 0.552393 0.493658 0.317261 0.283374 0.31615 0.263359 0.239555 0.238137 0.180995 0.15009 0.195242 0.135415 0.107853 0.0879596 0.0868293 0.144575 0.115868 0.112153 0.10874 0.0857447 0.116417 0.0588265 0.043687 0.0103391
threshold=0.078515000000000015 0.09697500000000002 -0.029844999999999997 0.024560000000000002 -0.0043149999999999994 0.14472000000000004 0.085545000000000024 -0.096614999999999993 -0.033754999999999993 -0.091674999999999993 0.091515000000000013 -0.14803999999999998 -1.0000000180025095e-35 -0.072364999999999985 -0.038674999999999994 -0.072529999999999983 -0.074544999999999986 0.092160000000000006 -0.078349999999999989 -0.086224999999999982 0.08536500000000001 0.090240000000000015 0.10611000000000001 0.083570000000000019 -0.031974999999999996 -0.066849999999999979 -0.08459499999999999 -0.076484999999999984 0.10488500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 7 -1 8 12 -4 -3 -10 13 -9 -6 17 15 27 -16 19 -8 22 26 -22 23 -2 28 -26 -21 -12 -11
right_child=1 5 3 -5 6 -7 18 11 9 24 14 -13 -14 -15 16 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.00079042055583373506 0.0011941077303847547 0.00071898256729943807 0.00083451373527338205 0.0010039437666989213 0.0001119792503566729 0.00051246039548777833 0.00064811245323080191 0.00069264146071897916 0.00069856673218116321 0.0010157524198541501 0.0010828588376371922 0.00044691994405195325 0.00039336701459089771 0.0012901149122916458 0.00099710403191494395 0.00080562786175986773 0.0012008062170950347 0.00094222118333724852 0.00045508802490273529 0.0010434518078489565 0.0010729675323812829 0.0012443919280339512 0.001010044141390579 0.0010539285455746638 0.0010257355435824619 0.00081023421754436258 0.00088286760267743732 0.00094931481134981593 0.0011005941611340799
leaf_weight=59 266 93 65 79 68 52 53 83 52 52 64 93 64 55 99 79 60 53 54 53 266 55 69 85 60 55 57 59 52
leaf_count=59 266 93 65 79 68 52 53 83 52 52 64 93 64 55 99 79 60 53 54 53 266 55 69 85 60 55 57 59 52
internal_value=0 0.00101596 0.000600711 0.00072723 0.000464733 0.000832229 0.000384186 0.000636376 0.000877813 0.00093219 0.00107383 0.000563 0.000248677 0.00110278 0.000996841 0.00093578 0.00107419 0.00109134 0.000551028 0.00110059 0.00106632 0.00110245 0.00113567 0.00116026 0.000987501 0.000922976 0.00096056 0.00101909 0.00105851
internal_weight=0 1736 618 320 298 416 239 241 364 271 1320 176 132 959 361 202 159 904 107 851 431 321 420 351 219 115 110 123 104
internal_count=2354 1736 618 320 298 416 239 241 364 271 1320 176 132 959 361 202 159 904 107 851 431 321 420 351 219 115 110 123 104
is_linear=0
shrinkage=0.0032998


Tree=6299
num_leaves=22
num_cat=0
split_feature=3 3 1212 1 12 16 12 48 2 4 16 12 3 2 3 3 43 12 2 12 2
split_gain=0.225226 0.211112 0.186744 0.166348 0.218698 0.186591 0.365396 0.231077 0.320285 0.193844 0.168822 0.269405 0.158104 0.146758 0.141483 0.135228 0.128329 0.130253 0.106003 0.233106 0.159696
threshold=0.31299000000000005 0.12991000000000003 0.12218000000000002 0.090435000000000015 0.083785000000000012 -0.44010499999999991 0.088965000000000002 0.083570000000000019 0.090485000000000024 -0.0086449999999999982 0.21684500000000004 0.093225000000000016 -0.082224999999999979 0.11543000000000002 -0.077544999999999989 -0.15956499999999998 0.11870000000000001 0.088835000000000011 0.086885000000000004 -1.0000000180025095e-35 0.083970000000000017
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 2 3 4 18 13 7 8 -7 -9 16 -12 15 -5 -14 -8 17 -6 20 -20 -1
right_child=-2 -3 -4 5 10 6 12 9 -10 -11 11 -13 14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.010429311363579422 -0.0054256221116147649 0.012799625958182096 0.012615831724446042 0.011829637261100586 0.0022755556795060403 -0.00047252440072727649 0.0015046195699547952 0.0079038223338064977 -0.015250526215263634 -0.0063538709582718579 0.0053396826919239262 -0.010037073308119902 -0.0068859899588743275 0.00019423992055517456 0.0033081267741159825 0.012396271840236945 -0.0022883282873351028 0.0062507781367314996 0.0034553586060137101 0.017530604070013982 -0.0021540880256026569
leaf_weight=59 91 62 54 66 547 72 58 55 99 53 59 71 58 58 115 74 102 410 60 76 55
leaf_count=59 91 62 54 66 547 72 58 55 99 53 59 71 58 58 115 74 102 410 60 76 55
internal_value=0 0.0031067 0.00283284 0.00258595 0.00362519 0.000471171 -0.000784988 -0.00518876 -0.00903872 0.000890356 0.00267161 -0.00304457 0.00323749 0.00640176 -9.91692e-05 0.00762416 0.00337501 0.00398051 0.00815319 0.0113341 0.00434261
internal_weight=0 2263 2201 2147 1439 708 584 279 171 108 1189 130 305 124 173 132 1059 957 250 136 114
internal_count=2354 2263 2201 2147 1439 708 584 279 171 108 1189 130 305 124 173 132 1059 957 250 136 114
is_linear=0
shrinkage=0.16829


Tree=6300
num_leaves=13
num_cat=0
split_feature=31 0 12 15 48 484 0 0 12 1 0 42
split_gain=0.215524 0.203797 0.43386 0.164816 0.180991 0.163347 0.161392 0.181897 0.0884849 0.0878434 0.0440471 0.042801
threshold=-0.019269999999999999 0.14486500000000005 -0.14765999999999999 0.10440500000000001 0.096085000000000018 0.12438500000000001 0.053930000000000006 -0.023359999999999995 0.093840000000000021 0.11212500000000002 -0.094124999999999986 0.096825000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -5 10 -6 -10
right_child=1 -3 3 8 9 -7 -8 -9 11 -11 -12 -13
leaf_value=-0.007724087327513794 0.018464500304477958 -0.0073816474419717117 0.0016938615032130856 0.011871646216961365 0.013415063091388839 0.011219487551975016 0.0096830577659237065 -0.0067812547441988323 0.0010207921107965876 0.0019608213359492677 0.0071697444296270774 0.0077371009089522583
leaf_weight=54 52 52 1607 81 54 52 68 75 53 62 84 56
leaf_count=54 52 52 1607 81 54 52 68 75 53 62 84 56
internal_value=0 0.00302326 0.00326518 0.00290379 0.00245291 0.00191848 0.00164108 0.00131489 0.00764514 0.00725918 0.00962658 0.00448786
internal_weight=0 2296 2244 2192 2002 1802 1750 1682 190 200 138 109
internal_count=2350 2296 2244 2192 2002 1802 1750 1682 190 200 138 109
is_linear=0
shrinkage=0.16829


Tree=6301
num_leaves=25
num_cat=0
split_feature=1 3 1 14 4 47 3 0 12 3 12 481 0 52 0 43 4 1 43 3 47 13 42 42
split_gain=14.145 3.47395 1.44411 1.13548 0.916394 0.867717 0.656789 0.631375 0.48073 0.407304 0.333654 0.282656 0.331681 0.318192 0.280184 0.215 0.189589 0.177492 0.18061 0.118691 0.0850607 0.0727436 0.135895 0.134073
threshold=0.10141500000000002 -0.053499999999999992 0.14262000000000002 0.062655000000000016 0.41181500000000004 0.10019500000000002 0.077930000000000013 0.12113000000000002 -0.08780499999999998 0.149315 0.091475000000000015 -0.010159999999999999 -0.11208499999999998 -0.00094999999999999989 -0.043914999999999989 -0.12584499999999996 -0.079764999999999989 0.088415000000000007 0.059230000000000012 -0.081784999999999983 0.091680000000000011 -0.065674999999999983 0.11457500000000002 0.10651000000000001
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 4 5 7 14 6 8 10 -3 -8 11 13 -13 -1 20 -12 -17 18 -14 -19 -2 23 -23 -18
right_child=1 2 -4 -5 -6 -7 9 -9 -10 -11 15 12 17 -15 -16 16 21 19 -20 -21 -22 22 -24 -25
leaf_value=0.0013735428085920164 0.0014400883189320142 0.00065318888996475203 0.0001637304628812511 0.001769107044989528 0.00073280746841573896 0.0010644909092361672 0.0010069225846283635 0.00099210602704715963 0.00026364379428149321 0.00059326710197808101 0.0011546093648218036 0.0011974367674895826 0.00143824262885667 0.0016813490434285962 0.0010460087133287012 0.0015198887055860133 0.0012984505921931797 0.0011562748366824513 0.0012625978759852406 0.0013696518479797402 0.0012419525644423455 0.0013073854078929331 0.0011079241898321814 0.0015002088940729165
leaf_weight=73 52 67 72 75 52 54 52 52 72 53 98 103 627 78 55 52 144 52 75 73 52 163 52 52
leaf_count=73 52 67 72 75 52 54 52 52 72 53 98 103 627 78 55 52 144 52 75 73 52 163 52 52
internal_value=0 0.000776661 0.000583774 0.00137026 0.00111473 0.000685143 0.000601044 0.00135258 0.000451664 0.000798461 0.00136397 0.00139828 0.00137641 0.00153278 0.00123942 0.0012978 0.00132803 0.00139866 0.00141953 0.00128117 0.00134136 0.00130367 0.00125931 0.00135216
internal_weight=0 581 370 1769 211 298 244 1694 139 105 1642 1081 930 151 159 561 463 827 702 125 104 411 215 196
internal_count=2350 581 370 1769 211 298 244 1694 139 105 1642 1081 930 151 159 561 463 827 702 125 104 411 215 196
is_linear=0
shrinkage=0.0032998


Tree=6302
num_leaves=9
num_cat=0
split_feature=3 9 1429 14 11 14 155 3
split_gain=0.191105 0.160874 0.166534 0.184237 0.222912 0.237337 0.194917 0.115611
threshold=0.31370500000000007 -1.0000000180025095e-35 0.094630000000000006 -0.10708499999999999 0.084680000000000019 0.023790000000000002 0.10532500000000002 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0053990692160040465 -0.004495748231400201 0.01202508054138939 -0.0052441358277700023 0.0038285524401149799 -0.0050241722787709737 0.01364565751245145 0.013802451433306944 -0.0010635830479349363
leaf_weight=55 86 79 56 1723 79 71 53 148
leaf_count=55 86 79 56 1723 79 71 53 148
internal_value=0 0.00357783 0.00380215 0.00403828 0.0037332 0.00408088 0.00372698 0.00344061
internal_weight=0 2264 2209 2153 2074 1995 1924 1871
internal_count=2350 2264 2209 2153 2074 1995 1924 1871
is_linear=0
shrinkage=0.16829


Tree=6303
num_leaves=23
num_cat=0
split_feature=1 1 3 3 1 16 3 3 11 13 133 13 3 0 0 51 1 1 133 484 42 3
split_gain=13.6219 2.65147 1.5548 1.3125 1.07369 0.795348 0.617495 0.594753 0.430937 0.392249 0.274466 0.2616 0.259143 0.219305 0.208817 0.207673 0.207428 0.166608 0.165313 0.147512 0.0610676 0.04683
threshold=0.10915500000000002 0.13210500000000003 -0.036004999999999988 -0.023394999999999996 0.10080500000000002 -0.085314999999999988 -0.14443999999999999 -0.097574999999999981 0.077290000000000011 0.024780000000000003 0.11524500000000001 -0.033649999999999992 0.094285000000000008 -0.12608499999999997 -0.061994999999999995 0.116275 0.093260000000000023 0.090840000000000018 0.40438500000000005 0.085845000000000019 0.11326500000000002 -0.082794999999999994
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 6 11 -3 8 9 -1 -8 15 -5 -13 -4 -2 16 19 -10 21 -9 -20 -12
right_child=1 5 13 4 -6 -7 7 10 17 -11 18 12 -14 -15 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0012732940118718547 0.0012662863731907389 0.00011330002974940937 0.00048370010719239368 0.0010212483022637481 0.00075312444036062501 0.00056784684038361534 0.00086794649199896726 0.0013562370217142883 0.0017766452314928833 0.0012367385456315788 0.0011959971197342313 0.0013793592151842497 0.0010881029691947512 0.00075580432258513797 0.00098504384429625304 0.0011423793381417108 0.0011798417687180923 0.0015115742071178818 0.0012152978580720092 0.0014887568717310185 0.0013720478766306909 0.0010454981972378603
leaf_weight=53 59 94 74 61 78 76 52 878 53 83 52 101 52 59 60 53 69 57 55 109 70 52
leaf_count=53 59 94 74 61 78 76 52 878 53 83 52 101 52 59 60 53 69 57 55 109 70 52
internal_value=0 0.000635504 0.000850419 0.00129022 0.00108576 0.000316716 0.00132669 0.00130519 0.00152072 0.00109495 0.00132638 0.00120684 0.0012806 0.000604673 0.00112478 0.00134816 0.00135846 0.00163961 0.00122073 0.00137091 0.00130336 0.00112109
internal_weight=0 422 252 1928 292 170 1636 1473 163 135 1338 214 153 133 119 1109 1056 110 229 987 125 104
internal_count=2350 422 252 1928 292 170 1636 1473 163 135 1338 214 153 133 119 1109 1056 110 229 987 125 104
is_linear=0
shrinkage=0.0032998


Tree=6304
num_leaves=21
num_cat=0
split_feature=3 3 43 15 3 43 0 14 43 15 16 13 0 16 3 0 3 43 0 43
split_gain=13.0259 4.96683 3.36826 1.65334 1.35978 1.3224 0.755632 0.735219 0.598363 0.576951 0.41262 0.370584 0.362545 0.5107 0.274435 0.173352 0.131542 0.0683971 0.120707 0.100354
threshold=-0.058704999999999993 0.31299000000000005 -0.033174999999999989 -0.24269999999999997 0.11745500000000002 -0.095564999999999983 -0.084794999999999995 0.076175000000000007 0.00037500000000000006 -0.092534999999999992 -0.24900499999999998 -0.091914999999999983 -0.068484999999999976 0.070130000000000012 0.092330000000000009 -0.071719999999999992 -0.09132499999999999 0.061400000000000003 -0.076969999999999997 0.26379000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 6 -2 14 8 10 -7 -5 -12 15 -14 -4 -13 -10 18 -18 -19
right_child=1 -3 4 7 -6 9 -8 -9 16 -11 11 12 13 -15 -16 -17 17 19 -20 -21
leaf_value=0.00089775207900501665 0.0011357672800782351 0.0002246873243631078 0.0016300919825818798 0.0012633639319817615 0.00085568829535164143 0.00038156492851350082 0.0011529149176298552 0.0018801909159655197 0.0011978350166380971 0.00077680096419596777 0.001788372865046649 0.0015284984633912972 0.0011231023981954531 0.0014900648022677817 0.001327691511083807 0.0017281965563499106 0.0015439910404508809 0.0012273157589726661 0.0013301679678547418 0.0014132330693796288
leaf_weight=53 64 95 97 71 71 83 101 52 55 79 57 900 59 146 52 53 64 64 60 74
leaf_count=53 64 95 97 71 71 83 101 52 55 79 57 900 59 146 52 53 64 64 60 74
internal_value=0 0.000921613 0.00104259 0.00147313 0.00126001 0.000733614 0.0013747 0.00149153 0.0014789 0.000574521 0.00151078 0.00152521 0.00151223 0.00138462 0.00152479 0.00153964 0.00134945 0.00138114 0.00144081 0.00132727
internal_weight=0 642 547 1708 321 226 250 1655 1603 162 1286 1215 1158 205 149 953 317 262 124 138
internal_count=2350 642 547 1708 321 226 250 1655 1603 162 1286 1215 1158 205 149 953 317 262 124 138
is_linear=0
shrinkage=0.0032998


Tree=6305
num_leaves=14
num_cat=0
split_feature=16 2 49 457 148 1210 52 3 16 13 156 52 2
split_gain=0.180561 0.163717 0.156069 0.142412 0.141649 0.134248 0.190814 0.127073 0.123776 0.120248 0.109708 0.121851 0.0523309
threshold=-0.54656499999999986 0.12454500000000002 0.13302000000000003 -0.079829999999999984 -0.079549999999999996 -0.064799999999999983 0.078180000000000013 -0.060614999999999995 -0.11118499999999999 -0.084024999999999975 0.11769000000000002 -0.51296999999999993 0.14823500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 6 -6 -3 -9 -2 11 -7 -10
right_child=1 7 -4 4 5 10 -8 8 12 -11 -12 -13 -14
leaf_value=0.013589146118123988 0.0045821345079279305 0.0063297094814575494 0.01271920201424548 -0.0049324448862219841 -0.0087539426385978159 0.009996854945027946 0.0041315336317471387 0.0024010063117660238 -0.002732216143182573 0.014502630357605342 -0.0032653207215599432 0.0039238117323430344 -0.010306128269596759
leaf_weight=52 80 56 57 56 58 100 74 74 52 62 56 1563 53
leaf_count=52 80 56 57 56 58 100 74 74 52 62 56 1563 53
internal_value=0 0.00354963 0.00401987 0.003777 0.00339263 0.00364546 -0.00151666 -0.000656874 -0.00285266 0.00892627 0.0040429 0.00429008 -0.00657235
internal_weight=0 2341 2106 2049 1907 1851 132 235 179 142 1719 1663 105
internal_count=2393 2341 2106 2049 1907 1851 132 235 179 142 1719 1663 105
is_linear=0
shrinkage=0.16829


Tree=6306
num_leaves=19
num_cat=0
split_feature=4 39 13 150 0 4 4 42 52 133 4 0 4 0 1419 13 133 133
split_gain=5.63576 1.87057 1.26899 0.534381 0.479695 0.87499 1.27169 0.352357 0.302478 0.2884 0.277971 0.227265 0.341594 0.216786 0.246189 0.213445 0.151941 0.0831811
threshold=0.36766000000000004 0.081875000000000017 -0.16392499999999996 0.081245000000000026 -0.10490499999999998 -0.030434999999999993 0.057265000000000003 0.11387000000000001 -0.084674999999999986 0.40438500000000005 0.056815000000000011 -0.11912999999999999 0.51136500000000018 -0.085669999999999982 0.082370000000000013 -0.014114999999999997 0.087285000000000015 -0.015824999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 -4 -7 10 -3 -9 13 -2 -13 17 -15 -10 -12 -6
right_child=3 8 4 -5 7 6 -8 9 15 -11 16 12 -14 14 -16 -17 -18 -19
leaf_value=0.0005848857795625194 0.00050229068639010758 0.00079440250466713777 0.0011873340266136977 0.00068849683367585136 0.0010332765097904588 0.00045248469130222224 0.0010161972177903833 0.00067798305559694659 0.00065445532517073568 0.00099924037202872096 0.00097474953114016247 0.00045133313664902179 0.00011227633407209328 0.00099414776940921551 0.0012171991411627772 0.00036530014960846412 0.00073187975736272001 0.0011324686402792226
leaf_weight=89 64 68 62 64 153 89 86 62 58 62 66 58 74 884 59 55 52 288
leaf_count=89 64 68 62 64 153 89 86 62 58 62 66 58 74 884 59 55 52 288
internal_value=0 0.000941003 0.000970791 0.000426161 0.000989208 0.000849575 0.00072971 0.00100954 0.000619557 0.000838896 0.0010236 0.000340321 0.000261523 0.00103684 0.00100814 0.000514028 0.000868021 0.00109813
internal_weight=0 2133 1952 260 1863 237 175 1626 181 124 1502 196 132 1384 943 113 118 441
internal_count=2393 2133 1952 260 1863 237 175 1626 181 124 1502 196 132 1384 943 113 118 441
is_linear=0
shrinkage=0.0032998


Tree=6307
num_leaves=12
num_cat=0
split_feature=160 147 1 474 160 1446 4 1447 1429 52 13
split_gain=0.144506 0.175974 0.217875 0.191925 0.20861 0.183385 0.171475 0.164305 0.179705 0.158782 0.117974
threshold=0.11405000000000001 0.096620000000000011 0.12835000000000002 0.10451000000000001 0.097775000000000015 0.088360000000000008 1.0000000180025095e-35 -0.085644999999999985 0.084770000000000012 -0.048309999999999992 -0.08533499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -2 -1 -9 -4 -11
right_child=6 -3 9 -5 -6 -7 -8 8 -10 10 -12
leaf_value=0.012103827702700973 0.0037118493385418171 0.013705703500174044 -0.0096222355552036485 0.013837025732627593 0.014315017215983862 -0.0036157891037411393 -0.0091583966878880894 0.0042313770033609753 -0.0033970094931573451 -0.0033264711284023661 0.007166983826384369
leaf_weight=71 67 53 52 59 55 90 52 1680 92 66 56
leaf_count=71 67 53 52 59 55 90 52 1680 92 66 56
internal_value=0 0.00410884 0.00387902 0.00436524 0.00408323 0.00379118 -0.00189703 0.00415386 0.00383431 -0.00183076 0.00147547
internal_weight=0 2274 2221 2047 1988 1933 119 1843 1772 174 122
internal_count=2393 2274 2221 2047 1988 1933 119 1843 1772 174 122
is_linear=0
shrinkage=0.16829


Tree=6308
num_leaves=17
num_cat=0
split_feature=4 2 124 150 13 52 16 4 4 151 49 474 2 16 43 13
split_gain=6.05625 1.88007 1.50966 0.639364 0.532077 0.464059 0.275665 0.573109 0.388735 0.223726 0.219909 0.197952 0.210675 0.155641 0.141556 0.116504
threshold=0.36766000000000004 0.14106500000000002 -0.043384999999999993 0.081245000000000026 -0.16392499999999996 0.05118000000000001 -0.096494999999999984 0.062150000000000004 0.018150000000000003 -0.039414999999999999 0.097500000000000017 0.10341500000000002 0.10054500000000001 -0.41863499999999992 -0.0068249999999999986 -0.08533499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -4 15 7 14 11 -1 -10 12 -8 -9 -6 -2
right_child=3 -3 4 -5 6 -7 8 13 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00045006211070440104 7.8199219277688673e-05 0.00042020822572493677 0.00068818456147600989 0.00067698369000492541 0.0013511491136150953 0.00056047318048084438 0.00098378152459199873 0.0010385592403170153 0.00066056011063963008 0.00072767276521608858 0.00093503811972633899 0.0011626107333611285 0.00086294344090638239 0.00081956354098409285 0.0011255320617361007 0.00027286073045166388
leaf_weight=61 55 78 73 64 63 53 1199 76 71 68 60 61 187 71 65 88
leaf_count=61 55 78 73 64 63 53 1199 76 71 68 60 61 187 71 65 88
internal_value=0 0.000923872 0.000942972 0.000390194 0.000966148 0.000296369 0.00097708 0.00107457 0.000960068 0.000596673 0.000786544 0.000975753 0.000967503 0.000933025 0.00123685 0.000198237
internal_weight=0 2133 2055 260 1926 196 1853 275 1578 129 131 1447 1386 147 128 143
internal_count=2393 2133 2055 260 1926 196 1853 275 1578 129 131 1447 1386 147 128 143
is_linear=0
shrinkage=0.0032998


Tree=6309
num_leaves=14
num_cat=0
split_feature=40 42 131 9 4 13 14 0 16 3 42 3 16
split_gain=0.14383 0.147353 0.13814 0.289254 0.18861 0.154577 0.149592 0.219019 0.562719 0.174941 0.0449737 0.031378 0.0190362
threshold=0.051255000000000002 -0.14509999999999998 0.090690000000000007 -1.0000000180025095e-35 -0.49432999999999994 -0.08176499999999999 -0.087574999999999986 -0.10185499999999999 -0.053214999999999991 -0.10919499999999999 -0.077669999999999989 -0.074694999999999998 0.31615500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 12 -4 -6 8 -8 -9 -7 -12 -5
right_child=-2 2 5 4 6 10 7 9 -10 -11 11 -13 -14
leaf_value=0.010457328878835851 -0.0047449506351459033 -0.0090055556424174787 0.014766405107866436 0.0081873464285298556 0.010817371286957653 0.0078450824039085904 0.0033722083280712909 -0.0020217800596760665 -0.011332279613103166 0.0044574859493412573 0.00036441893236141646 0.005877844839560528 0.012832299047359086
leaf_weight=97 54 53 61 55 70 97 259 130 103 1243 64 55 52
leaf_count=97 54 53 61 55 70 97 259 130 103 1243 64 55 52
internal_value=0 0.00402521 0.00374613 0.0032485 0.00358912 0.00726974 0.00318073 0.00287159 -0.000806702 0.0038427 0.00514431 0.00292774 0.0104615
internal_weight=0 2339 2242 1965 1912 277 1805 1735 362 1373 216 119 107
internal_count=2393 2339 2242 1965 1912 277 1805 1735 362 1373 216 119 107
is_linear=0
shrinkage=0.16829


Tree=6310
num_leaves=21
num_cat=0
split_feature=1 3 3 39 47 12 15 3 12 12 150 4 3 15 3 133 3 12 1447 12
split_gain=12.4685 1.93733 1.62984 1.43431 0.8266 0.674146 0.654301 0.774047 0.741551 0.616879 0.387463 0.343969 0.2959 0.24923 0.201496 0.147854 0.135884 0.131114 0.123278 0.0939964
threshold=0.11869500000000001 0.11745500000000002 0.30112000000000005 0.081875000000000017 0.085770000000000027 0.099815000000000015 0.0056700000000000006 -0.097574999999999981 0.088635000000000005 0.081420000000000006 1.0000000180025095e-35 0.058330000000000007 -0.020014999999999995 -0.068639999999999993 0.092330000000000009 -0.0081099999999999974 -0.0053599999999999993 0.11156500000000001 -1.0000000180025095e-35 0.091085000000000013
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 4 5 12 6 7 8 -1 -8 -5 13 -2 -7 16 19 -9 -15 -17 -11
right_child=2 -3 -4 10 -6 11 9 14 -10 15 -12 -13 -14 17 -16 18 -18 -19 -20 -21
leaf_value=0.00082569970119692338 0.0006550773082108298 0.00070652308505290658 8.1553967900660116e-05 0.0011004388297042522 0.00095902592254362706 0.0014068792807900644 0.0017458923743597697 0.0013149258781925057 0.0012718187167094215 0.0013955716785678919 0.00075685999445189239 0.00090953254445026233 0.0003307687781407388 0.0012208678175421712 0.0011402588770443782 0.0014610208843550826 0.0014923768711773585 0.0010223398191882456 0.0012965560541972525 0.0015473493863128057
leaf_weight=79 64 68 75 92 65 52 52 546 85 261 60 55 60 93 70 64 55 65 311 60
leaf_count=79 64 68 75 92 65 52 52 546 85 261 60 55 60 93 70 64 55 65 311 60
internal_value=0 0.00125543 0.000493674 0.00127407 0.000657028 0.00129947 0.0013254 0.00126147 0.00105713 0.00139672 0.000965047 0.00114445 0.000498438 0.00120581 0.00131135 0.00137058 0.00133122 0.00113942 0.00132472 0.00142405
internal_weight=0 2068 264 2000 189 1848 1583 835 164 748 152 265 124 210 671 696 601 158 375 321
internal_count=2332 2068 264 2000 189 1848 1583 835 164 748 152 265 124 210 671 696 601 158 375 321
is_linear=0
shrinkage=0.0032998


Tree=6311
num_leaves=18
num_cat=0
split_feature=1 2 47 124 14 1 2 15 3 16 3 15 402 2 3 3 1
split_gain=7.59432 1.70436 1.0828 1.00046 0.623839 0.583009 0.435985 0.338362 0.412374 0.500148 0.336214 0.185042 0.17829 0.155609 0.137193 0.146123 0.0314036
threshold=0.11869500000000001 0.11366500000000002 0.097480000000000011 -0.076779999999999987 0.076175000000000007 0.084795000000000023 0.13538500000000001 0.0056700000000000006 -0.097224999999999992 0.066275000000000014 0.086245000000000016 -0.032264999999999995 -0.24216999999999997 0.10364000000000001 -0.070494999999999988 -0.081324999999999995 0.090785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 7 11 -2 8 9 -5 13 -3 -9 -10 15 -14 -12
right_child=2 5 -4 4 -6 -7 -8 12 10 -11 16 -13 14 -15 -16 -17 -18
leaf_value=0.00065814110402263014 0.00037158664758699589 0.00094418587108026039 0.00069412363023940791 0.00062270487310218275 0.001315231621256337 0.00047071256760873467 5.6434926611190882e-05 0.0008685473935084397 0.0010184540157401987 0.00098218939085357613 0.00073776796138803457 0.00067346389197068634 0.0010660519376034115 0.00084579815209078976 0.0012092452316298801 0.00095275350851238083 0.00086036828574859289
leaf_weight=103 99 62 72 91 64 96 93 68 575 80 54 52 470 66 56 179 52
leaf_count=103 99 62 72 91 64 96 93 68 575 80 54 52 470 66 56 179 52
internal_value=0 0.000943339 0.000348799 0.000975226 0.000993816 0.000661041 0.000219119 0.00098163 0.000938377 0.000791091 0.000972046 0.000821008 0.00103295 0.00100073 0.00104876 0.00103486 0.000798244
internal_weight=0 2068 264 1858 1755 210 192 1691 918 171 747 114 773 641 705 649 106
internal_count=2332 2068 264 1858 1755 210 192 1691 918 171 747 114 773 641 705 649 106
is_linear=0
shrinkage=0.0032998


Tree=6312
num_leaves=22
num_cat=0
split_feature=2 2 2 2 150 16 124 16 16 1429 47 2 2 40 156 43 16 2 16 16 43
split_gain=13.5826 4.95818 1.72618 1.15693 1.53582 0.943027 0.830026 0.524183 0.495527 0.478585 0.377183 0.384156 0.33177 0.315053 0.251298 0.283445 0.24707 0.217265 0.118786 0.109523 0.0915565
threshold=0.114805 -1.0000000180025095e-35 0.13290500000000002 0.099675000000000014 0.081245000000000026 -0.083104999999999984 -1.0000000180025095e-35 0.62487500000000018 -0.014754999999999999 0.084770000000000012 0.11227500000000001 0.08647500000000001 0.074875000000000011 -0.026419999999999996 0.083125000000000018 -0.16205499999999998 -0.019164999999999998 0.14870000000000003 -0.10803999999999998 0.25761500000000009 -0.00027999999999999998
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 6 5 9 7 -2 -1 8 18 10 11 12 20 -4 15 -13 -14 -15 -5 -10 -3
right_child=2 3 13 4 -6 -7 -8 -9 19 -11 -12 14 16 17 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0009354570729414156 0.001003924589950689 0.0019083465659177467 0.0006720531274734356 0.0019586253682774323 0.001137884963845949 0.0015336776682742593 0.0014356584489892883 0.0020527592740151672 0.0014098987357805039 0.00163486779717697 0.0016477697290162687 0.0015816507422857133 0.0019667938966610081 0.0011148752533790224 0.0020047816597052112 0.001840867173593112 0.0021524288109719333 0.00082340539918643503 0.0017374538933989465 0.0016313623185226873 0.0017648852794934508
leaf_weight=67 60 268 66 52 52 96 80 54 53 86 68 53 271 54 94 491 118 61 66 53 69
leaf_count=67 60 268 66 52 52 96 80 54 53 86 68 53 271 54 94 491 118 61 66 53 69
internal_value=0 0.00179188 0.00107536 0.00183832 0.00166031 0.00133015 0.00120792 0.0017579 0.00168667 0.00187699 0.00189151 0.00190363 0.00195635 0.000855563 0.00184359 0.00181568 0.0020232 0.000960576 0.00183522 0.00152096 0.00187908
internal_weight=0 1995 337 1848 330 156 147 278 224 1518 1432 1364 726 181 638 544 389 115 118 106 337
internal_count=2332 1995 337 1848 330 156 147 278 224 1518 1432 1364 726 181 638 544 389 115 118 106 337
is_linear=0
shrinkage=0.0032998


Tree=6313
num_leaves=22
num_cat=0
split_feature=1 12 1 47 150 12 11 0 11 0 1 12 12 0 130 1213 12 12 131 0 157
split_gain=12.1782 1.77469 1.58357 1.47168 1.01135 0.707522 0.722636 0.648758 0.328404 0.304266 0.282927 0.206796 0.178367 0.138652 0.136656 0.122078 0.118737 0.0919594 0.0862798 0.0743826 0.062475
threshold=0.11869500000000001 0.077755000000000005 0.10574000000000001 0.085770000000000027 1.0000000180025095e-35 0.099815000000000015 1.0000000180025095e-35 -0.099059999999999995 0.085630000000000026 -0.074274999999999994 0.079415000000000013 -0.074254999999999988 -0.024179999999999997 -0.081909999999999997 0.006490000000000001 -0.080279999999999976 0.093415000000000012 0.1072 0.087580000000000005 -0.084949999999999984 -0.0036449999999999994
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 2 4 11 10 6 7 -3 -8 19 -1 -2 -4 14 18 -15 -17 -11 -9 -7 -12
right_child=3 5 12 -5 -6 9 8 13 -10 17 20 -13 -14 15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.00099570973115286829 0.00030116973978175853 0.00086450786668258446 0.00073210510393620137 0.0007201752549091297 0.00070550845842683868 0.0010254382012283851 0.0015759348674177377 0.0011977525493329436 0.0012204268664798843 0.00097571227651736358 0.0011508510631531785 7.9455733585920272e-05 0.0004791076210921045 0.00097052610106895983 0.0013346988990402496 0.0011889999702381655 0.0010749754296939488 0.00080229307433753443 0.0010751649316955768 0.0011923199367153505 0.0013069613234916772
leaf_weight=82 84 83 55 78 76 68 66 534 52 64 52 102 71 53 76 262 177 79 78 60 80
leaf_count=82 84 83 55 78 76 68 66 534 52 64 52 102 71 53 76 262 177 79 78 60 80
internal_value=0 0.00109238 0.000899343 0.000339571 0.0010337 0.00114096 0.00117135 0.00114813 0.00141957 0.000985983 0.00115009 0.000179774 0.000589823 0.00116805 0.00119908 0.00112459 0.00114311 0.000880154 0.00118219 0.00110394 0.00124573
internal_weight=0 2068 416 264 290 1652 1381 1263 118 271 214 186 126 1180 688 492 439 143 612 128 132
internal_count=2332 2068 416 264 290 1652 1381 1263 118 271 214 186 126 1180 688 492 439 143 612 128 132
is_linear=0
shrinkage=0.0032998


Tree=6314
num_leaves=15
num_cat=0
split_feature=2 41 52 2 1375 0 4 0 4 402 4 4 1213 43
split_gain=0.536046 0.296677 0.198751 0.154706 0.17839 0.241902 0.138055 0.197507 0.127598 0.104079 0.12991 0.104727 0.097551 0.0685393
threshold=0.114805 0.083525000000000016 0.12469000000000001 -0.13811499999999996 -0.085004999999999983 -0.18560999999999997 0.5105900000000001 -0.074754999999999988 0.032965000000000001 -0.086719999999999978 -0.51003499999999991 -0.26545999999999997 -0.080279999999999976 -0.012014999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 -5 -6 7 -2 -9 12 -11 -12 -7 -14
right_child=2 -3 -4 4 5 9 -8 8 -10 10 11 -13 13 -15
leaf_value=0.017393057475618368 -0.0050324967273631793 -0.0042578952184341642 0.0099404048006617816 -0.0012787315611540039 0.018229575667549222 -0.0016767930213976298 -0.0087863544307884185 -0.00029302123755158298 0.010108775754994649 0.00043756519004845983 0.014249963518121777 0.0085029711412290317 0.0096595914831022287 0.0021785953517450686
leaf_weight=54 95 53 57 54 70 53 52 65 68 54 97 1413 89 58
leaf_count=54 95 53 57 54 70 53 52 65 68 54 97 1413 89 58
internal_value=0 0.00814222 0.000879474 0.00848156 0.00822573 0.00850656 -0.000958657 0.000818728 0.00501168 0.0081197 0.00858323 0.00887334 0.00448596 0.00672013
internal_weight=0 1995 337 1942 1888 1834 280 228 133 1764 1564 1510 200 147
internal_count=2332 1995 337 1942 1888 1834 280 228 133 1764 1564 1510 200 147
is_linear=0
shrinkage=0.16829


Tree=6315
num_leaves=20
num_cat=0
split_feature=1 52 1 150 14 3 12 124 12 151 12 1 13 160 12 12 159 51 1212
split_gain=7.90105 1.95658 1.07619 0.688837 0.683951 0.634418 0.630199 0.422614 0.433922 0.419662 0.412277 0.28568 0.270551 0.263635 0.224475 0.191814 0.149369 0.104891 0.118491
threshold=0.104035 -0.41304999999999997 0.13662500000000002 0.086615000000000011 0.062655000000000016 -0.11756999999999999 0.089475000000000013 -0.080389999999999989 0.090175000000000019 0.009020000000000002 0.088395000000000015 0.091105000000000005 -0.085669999999999982 -1.0000000180025095e-35 -0.081314999999999985 0.11650500000000001 0.081925000000000012 0.089005000000000015 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 10 13 -7 9 11 -1 16 -4 -3 -15 17 -9 18 -10
right_child=1 2 12 -5 -6 7 -8 8 15 -11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.00064343639672602513 0.0012239578405567686 0.00080748717187629083 0.00013198552210417304 0.00039288963078629971 0.0014285053055120489 0.00083575437287752223 0.00099367163499724078 0.0011224479431222753 0.0010437612454894606 0.00084982536881736523 0.0010169947983472605 0.001374422011268514 0.00043468362730654026 0.0006743139157954519 0.00038387422511727294 0.00085191649929285997 0.0012548451659735505 0.00092445902509399218 0.0011970820493713355
leaf_weight=61 52 60 61 87 59 73 73 704 436 52 70 63 69 62 56 63 113 71 67
leaf_count=61 52 60 61 87 59 73 73 704 436 52 70 63 69 62 56 63 113 71 67
internal_value=0 0.000616173 0.000548566 0.000646787 0.00107723 0.00106552 0.000734651 0.00108323 0.00109472 0.00114044 0.000843317 0.00115757 0.000292919 0.000628225 0.000536777 0.00102778 0.0011408 0.00104702 0.00106425
internal_weight=0 520 468 338 1832 1773 251 1642 1569 932 131 880 130 178 118 637 817 574 503
internal_count=2352 520 468 338 1832 1773 251 1642 1569 932 131 880 130 178 118 637 817 574 503
is_linear=0
shrinkage=0.0032998


Tree=6316
num_leaves=16
num_cat=0
split_feature=1 2 14 12 1 14 2 0 42 402 133 484 49 43 1
split_gain=0.293981 0.1967 0.280054 0.168031 0.173034 0.125673 0.146931 0.294752 0.140153 0.160833 0.261461 0.131262 0.104616 0.0850106 0.0422472
threshold=0.14641500000000005 0.11701500000000002 0.076175000000000007 -0.064509999999999984 0.088595000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.068669999999999995 0.084175000000000014 0.02938 -0.073829999999999993 -0.077959999999999988 -0.0088649999999999996 -0.090809999999999988 0.12895500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 7 -7 11 13 -11 -8 -13 -10 -6
right_child=-2 3 -4 4 14 6 8 -9 9 10 -12 12 -14 -15 -16
leaf_value=0.015573256496841784 -0.004216144341678549 0.010019760602866572 0.018802543094573885 0.0062434634853194282 -0.0063732564719446837 0.0098105222150272672 0.014768451205307294 -0.0070063397944282006 0.00037842637831096828 0.0078271545965496684 -0.0087443786541024655 0.0038759072873902557 0.0090290560901372472 0.0073653030484817699 0
leaf_weight=52 66 71 63 87 68 59 98 59 54 56 52 133 738 644 52
leaf_count=52 66 71 63 87 68 59 98 59 54 56 52 133 738 644 52
internal_value=0 0.00715971 0.00774111 0.00295377 0.000521496 0.0073819 0.00715593 0.00138687 0.00753844 0.00589218 -0.000135097 0.00890592 0.00824424 0.00682734 -0.00361196
internal_weight=0 2286 2008 278 207 1945 1893 118 1775 806 108 969 871 698 120
internal_count=2352 2286 2008 278 207 1945 1893 118 1775 806 108 969 871 698 120
is_linear=0
shrinkage=0.16829


Tree=6317
num_leaves=13
num_cat=0
split_feature=3 158 2 3 49 403 3 160 49 16 43 16
split_gain=0.268535 0.168347 0.168293 0.181261 0.180559 0.154351 0.145505 0.104446 0.125695 0.1822 0.121996 0.014526
threshold=0.31370500000000007 -1.0000000180025095e-35 0.11736500000000001 0.11372500000000001 1.0000000180025095e-35 -0.51745999999999992 -0.049204999999999992 -0.52399499999999988 -0.011109999999999998 -0.013024999999999998 -0.14839499999999997 -0.079074999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 11 -4 -7 9 -9 -10 -3
right_child=-2 2 4 -5 -6 7 -8 8 10 -11 -12 -13
leaf_value=-0.0012175524769639592 -0.0039423469811872463 0.0022290419664929592 0.0040783668867136035 0.015538266973962746 0.0078641863078574171 0.0012390299083966645 -0.0062085697010591037 -0.00071807195492247457 0.013077320778522663 0.0080107487668085609 0.0073779495103412753 -0.0017447135302535717
leaf_weight=87 79 52 74 66 99 88 82 128 117 143 1285 52
leaf_count=87 79 52 74 66 99 88 82 128 117 143 1285 52
internal_value=0 0.00602499 0.00631405 0.0068511 0.0022402 0.00654271 -0.00131735 0.0069148 0.00721227 0.00388128 0.00785486 0.000224889
internal_weight=0 2273 2186 1931 255 1865 156 1761 1673 271 1402 104
internal_count=2352 2273 2186 1931 255 1865 156 1761 1673 271 1402 104
is_linear=0
shrinkage=0.16829


Tree=6318
num_leaves=12
num_cat=0
split_feature=3 132 2 3 158 42 1447 1455 123 13 13
split_gain=0.185876 0.137373 0.250183 0.148884 0.153579 0.137049 0.111763 0.147521 0.0998322 0.0898593 0.0202497
threshold=0.31370500000000007 0.090145000000000017 0.10322500000000003 -0.23303499999999996 -1.0000000180025095e-35 0.11457500000000002 -0.085804999999999979 0.082590000000000011 0.090910000000000019 -0.052454999999999995 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 -5 6 -6 8 -8 -7 -3
right_child=-2 2 -4 4 5 9 7 -9 -10 -11 -12
leaf_value=0.012509308716096474 -0.0032788905227003097 0.0073305562532575714 -0.0091969767530695502 -0.0021200207265050291 -0.00014027426128898613 0.0054331265250510538 0.0054916936102131463 0.012942703975959795 0.013013175323521345 -0.0029090689647172851 0.002648203859849917
leaf_weight=80 79 52 53 80 85 62 1579 85 52 89 56
leaf_count=80 79 52 53 80 85 62 1579 85 52 89 56
internal_value=0 0.00501144 0.000261171 0.00537271 0.00509086 0.0053873 0.00579571 0.00609079 0.0057326 0.000504306 0.00491931
internal_weight=0 2273 161 2112 2032 1952 1801 1716 1631 151 108
internal_count=2352 2273 161 2112 2032 1952 1801 1716 1631 151 108
is_linear=0
shrinkage=0.16829


Tree=6319
num_leaves=22
num_cat=0
split_feature=12 12 13 12 13 13 10 13 0 0 11 0 51 52 52 52 0 49 50 483 52
split_gain=17.2419 4.26808 4.20648 1.70001 1.15515 0.819668 0.971038 0.810347 0.775793 0.217859 0.202061 0.194225 0.164367 0.153096 0.195769 0.194604 0.164071 0.148259 0.122709 0.136693 0.0383164
threshold=0.077755000000000005 0.13969000000000004 -0.0042049999999999995 0.093270000000000006 0.00084500000000000016 -0.28558999999999996 -1.0000000180025095e-35 -0.09057999999999998 -0.10417499999999999 -0.095869999999999983 1.0000000180025095e-35 -0.23046999999999998 -0.095799999999999982 0.40674500000000008 0.024560000000000002 -0.53937999999999986 -0.07304999999999999 -0.07520499999999998 0.10861000000000003 -0.073589999999999989 0.10347000000000002
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=2 3 5 10 8 -1 -7 -5 11 -8 12 -4 -2 14 15 -9 -17 -14 19 -19 -16
right_child=1 -3 4 7 -6 6 9 13 -10 -11 -12 -13 17 -15 20 16 -18 18 -20 -21 -22
leaf_value=0.00071204754221822024 0.0018176650968032603 0.0010251176530685919 0.0016006010234041672 0.0013869008480246522 0.0012054318631319347 0.0007168598456040548 0.0013643600757649956 0.0019866115351294387 0.0018802334331670962 0.001109910093424386 0.002177485252769471 0.0013535399937011333 0.0018270515215822174 0.0016768345104279029 0.0020064541075959486 0.0018377289354438357 0.0016625074755358287 0.0021986647525436939 0.0018894992081120215 0.0020156726450833245 0.0018789102639619349
leaf_weight=90 59 59 81 52 94 56 70 52 91 83 74 66 53 73 79 137 114 52 86 771 60
leaf_count=90 59 59 81 52 94 56 70 52 91 83 74 66 53 73 79 137 114 52 86 771 60
internal_value=0 0.00189857 0.00126069 0.00192955 0.00151657 0.000976461 0.00109015 0.00178233 0.0016393 0.00122656 0.00200575 0.00148992 0.00199327 0.00182219 0.00184612 0.00179759 0.00175829 0.002004 0.00201428 0.00202728 0.00195165
internal_weight=0 1721 631 1662 332 299 209 567 238 153 1095 147 1021 515 442 303 251 962 909 823 139
internal_count=2352 1721 631 1662 332 299 209 567 238 153 1095 147 1021 515 442 303 251 962 909 823 139
is_linear=0
shrinkage=0.0032998


Tree=6320
num_leaves=26
num_cat=0
split_feature=4 12 2 2 4 2 12 16 16 4 16 15 2 0 4 16 52 1446 15 42 4 16 0 15 42
split_gain=11.1 4.25743 1.24948 1.85738 1.17816 1.1134 0.814886 0.574857 0.496215 0.358976 0.313692 0.466185 0.550237 0.270289 0.257464 0.224818 0.262686 0.167086 0.158212 0.161465 0.152592 0.135862 0.126325 0.216887 0.0565834
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 -0.0091949999999999983 -0.053824999999999991 0.090000000000000011 0.11769500000000001 -0.0032799999999999995 0.11346000000000002 0.0041500000000000009 -0.54057999999999995 -0.41880499999999993 0.10904500000000002 -0.095419999999999991 0.0030100000000000001 0.21684500000000004 -0.53283999999999987 0.083715000000000026 0.090455000000000021 0.097020000000000009 -0.081479999999999983 -0.018199999999999997 -0.079119999999999982 0.054100000000000002 0.086745000000000003
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=1 2 3 -1 -5 8 13 -4 14 -6 -2 12 -12 -7 17 22 -17 18 20 -20 -3 -19 24 -24 -15
right_child=10 5 7 4 9 6 -8 -9 -10 -11 11 -13 -14 15 -16 16 -18 21 19 -21 -22 -23 23 -25 -26
leaf_value=0.00059010672523440927 0.00079245109093460241 0.0014309702035730201 0.00093247759409237374 0.0015609641003399427 0.00090344044726731903 0.0011362939715524991 0.0009120100687411201 0.00049585078322523265 0.0012104095213335594 0.0012286549308115815 0.00035829677732940557 0.00028118088640976646 0.00079590901053968027 0.0015513151390215277 0.0013040407888376931 0.0013860781713766427 0.0011017813376961822 0.001486540861274755 0.0014494995079894885 0.0012155879898698837 0.0015367079311025763 0.0017317021354826885 0.0011508327462671308 0.0014079900636436004 0.001403935435745489
leaf_weight=56 56 288 79 89 69 87 64 57 93 83 52 65 80 60 101 67 80 53 94 53 350 53 53 124 74
leaf_count=56 56 288 79 89 69 87 64 57 93 83 52 65 80 60 101 67 80 53 94 53 350 53 53 124 74
internal_value=0 0.00130477 0.00101245 0.00113264 0.00125856 0.00137946 0.00126607 0.000749739 0.00144307 0.00108126 0.000573375 0.000510921 0.000623783 0.00130758 0.00146485 0.00134005 0.0012316 0.00148304 0.00146593 0.0013654 0.00148903 0.00160945 0.00139119 0.00133119 0.00147019
internal_weight=0 2127 433 297 241 1694 609 136 1085 152 253 197 132 545 992 458 147 891 785 147 638 106 311 177 134
internal_count=2380 2127 433 297 241 1694 609 136 1085 152 253 197 132 545 992 458 147 891 785 147 638 106 311 177 134
is_linear=0
shrinkage=0.0032998


Tree=6321
num_leaves=22
num_cat=0
split_feature=4 2 2 3 2 0 0 4 160 475 16 16 52 133 0 52 16 4 2 16 3
split_gain=12.9011 3.79207 1.57217 1.26391 1.12764 0.896697 0.348786 0.291847 0.24671 0.215565 0.319855 0.401631 0.296886 0.20544 0.508419 0.273214 0.19821 0.176499 0.165701 0.152725 0.137876
threshold=0.30163500000000004 0.14234000000000005 0.098365000000000022 0.13524500000000003 -0.0091949999999999983 -0.12608499999999997 -0.08095999999999999 -0.00045499999999999995 -0.061724999999999995 -0.06562999999999998 0.070130000000000012 0.50597000000000014 0.087765000000000024 -0.006304999999999999 -0.037224999999999994 -0.082354999999999984 -0.15796999999999997 -0.08916499999999998 0.089625000000000024 0.041625000000000002 -0.010299999999999998
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 2 4 8 -1 -4 7 17 -2 -7 12 -12 -11 -8 15 -15 -9 -6 -18 -19 -10
right_child=3 -3 5 -5 6 9 13 16 20 10 11 -13 -14 14 -16 -17 18 19 -20 -21 -22
leaf_value=0.00081849611689256252 0.00069469030163874933 0.00039920022297002531 0.0007086997631879083 -4.2020482834414826e-05 0.0014892795211219275 0.0012560882568352116 0.0010242176614899559 0.0013067826420897616 0.00052751427098723317 0.00099261459470088246 0.00071477527916672637 0.0010908728695999781 0.0012687394090377126 0.00098561185069329332 0.0014840816254788173 0.0012077861118039309 0.0012025861524918228 0.0013138298125138703 0.00097976898291305087 0.001124842776261678 0.00031745687297875095
leaf_weight=70 52 70 88 62 61 65 84 92 72 84 59 67 90 80 62 274 91 672 65 53 67
leaf_count=70 52 70 88 62 61 65 84 92 72 84 59 67 90 80 62 274 91 672 65 53 67
internal_value=0 0.00115524 0.00118096 0.000366816 0.00122954 0.00100886 0.00124827 0.00128325 0.000499712 0.00108113 0.00104311 0.000915043 0.00113564 0.00117587 0.00120641 0.00115768 0.00118312 0.00131479 0.00110997 0.00130006 0.000426517
internal_weight=0 2127 2057 253 1604 453 1534 1034 191 365 300 126 174 500 416 354 248 786 156 725 139
internal_count=2380 2127 2057 253 1604 453 1534 1034 191 365 300 126 174 500 416 354 248 786 156 725 139
is_linear=0
shrinkage=0.0032998


Tree=6322
num_leaves=26
num_cat=0
split_feature=1 3 2 2 2 4 480 4 3 150 3 13 156 4 4 43 3 4 3 160 43 3 1 13 3
split_gain=7.52545 1.57727 0.845626 0.775305 0.965014 0.559381 0.54295 0.469464 0.328306 0.282336 0.259968 0.406544 0.238323 0.205567 0.244996 0.267932 0.178714 0.157457 0.146482 0.131968 0.131 0.125088 0.117671 0.0723606 0.0601566
threshold=0.10335000000000001 -0.049204999999999992 0.099675000000000014 -1.0000000180025095e-35 0.14721500000000001 0.30163500000000004 -0.068944999999999992 -0.0041799999999999988 0.077930000000000013 0.084120000000000014 -0.017449999999999997 -0.05176999999999999 0.088610000000000008 -0.0083249999999999973 -0.045299999999999993 -0.085154999999999995 0.13772500000000001 0.036620000000000007 -0.093224999999999988 -0.034034999999999989 0.061400000000000003 -0.081184999999999993 0.11392000000000001 -0.016999999999999998 -0.064294999999999977
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=2 5 6 -3 8 22 -1 12 -5 19 11 17 13 14 20 -16 -10 -4 -13 -9 -8 -21 -2 -23 -20
right_child=1 3 10 4 -6 -7 7 9 16 -11 -12 18 -14 -15 15 -17 -18 -19 24 21 -22 23 -24 -25 -26
leaf_value=0.0015735039096381484 0.0012306630546657618 0.00032605836432501926 0.0013825562445410446 0.00065726875836548415 0.00036797112864832244 0.00074383802704511271 0.0013060701888966569 0.0010655308597681983 0.0010526954973553064 0.00093014249620316516 0.0008848795613997613 0.00085335656507287791 0.0010954685885400026 0.0014577820557762668 0.0012779570043579113 0.0010299046896591738 0.00079891937706457437 0.0011260929490261838 0.0011530801869485462 0.0013545963119875612 0.0011728660720729046 0.0010677159071533228 0.0010252482675296099 0.001248878553796738 0.00098625777605027844
leaf_weight=52 64 73 58 81 68 62 671 92 64 71 76 53 91 65 99 96 61 52 53 57 98 54 65 52 52
leaf_count=52 64 73 58 81 68 62 671 92 64 71 76 53 91 65 99 96 61 52 53 57 98 54 65 52 52
internal_value=0 0.000761966 0.00120579 0.000629137 0.000709756 0.0010031 0.00123981 0.00122779 0.000822407 0.00111663 0.00105755 0.00110639 0.00126011 0.00127463 0.00126225 0.00115602 0.000929135 0.00126164 0.000998082 0.00116841 0.00128914 0.00122626 0.00112743 0.00115692 0.0010708
internal_weight=0 538 1842 347 274 191 1498 1446 206 326 344 268 1120 1029 964 195 125 110 158 255 769 163 129 106 105
internal_count=2380 538 1842 347 274 191 1498 1446 206 326 344 268 1120 1029 964 195 125 110 158 255 769 163 129 106 105
is_linear=0
shrinkage=0.0032998


Tree=6323
num_leaves=32
num_cat=0
split_feature=1 12 1 0 39 0 15 15 12 52 52 133 52 12 0 15 52 52 475 12 1429 133 15 15 12 48 15 12 0 15 1
split_gain=7.97978 2.06443 1.11358 0.866051 0.699414 0.614402 0.548598 0.331311 0.298989 0.290178 0.243746 0.238838 0.219524 0.215095 0.336023 0.293389 0.165915 0.159211 0.131697 0.116533 0.0957824 0.0754114 0.0673494 0.0836909 0.0675922 0.0628644 0.051588 0.0433544 0.0543982 0.0374816 0.0202118
threshold=0.094750000000000015 -1.0000000180025095e-35 0.13630500000000004 -0.11912999999999999 0.084600000000000022 0.076335000000000014 1.0000000180025095e-35 -0.09547499999999999 0.08598500000000002 0.26959000000000005 0.083750000000000005 0.086895000000000014 0.088425000000000017 0.089545000000000013 -0.11692999999999999 -0.074054999999999996 -0.088629999999999987 -0.069694999999999993 -0.071829999999999991 0.094045000000000004 0.084180000000000019 0.087035000000000015 0.090725000000000014 0.094215000000000007 0.092395000000000019 0.014805 0.084715000000000013 0.092150000000000024 -0.074274999999999994 0.086195000000000008 0.10354000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 25 -2 6 9 -5 10 13 -8 -6 -12 14 -1 17 -17 -15 -9 -20 21 -16 24 -24 26 -3 -10 -25 -29 -28 -21
right_child=1 2 -4 7 11 -7 8 18 22 -11 12 -13 -14 15 20 16 -18 -19 19 30 -22 -23 23 27 -26 -27 29 28 -30 -31 -32
leaf_value=0.00086169355880041324 7.4347118168408894e-05 0.00064707220941291404 0.00032272294931674924 0.00066515416600594699 0.00059101938903214984 0.00071317147850846524 0.0013534245764656068 0.0010999034657769118 0.0011764961047302364 0.00080551162083783196 0.00097475347943985042 0.00035017525565909658 0.0012653086998160199 0.0011785218993981994 0.0010955312885772156 0.00067440736617650169 0.00093239712014974688 0.00093390906140240662 0.00078030360815176092 0.0010243631580291596 0.0012102713804963677 0.00097637582958204241 0.00094849611442928881 0.0011597625468891158 0.0012116919991661628 0.00048602432982866513 0.00097396435860275222 0.00095354003141280552 0.0010968669455183786 0.0010846951872331961 0.00092739800326545893
leaf_weight=88 64 53 59 52 95 63 87 57 55 88 59 87 58 52 254 57 55 72 53 54 64 84 94 53 59 59 54 54 81 145 71
leaf_count=88 64 53 59 52 95 63 87 57 55 88 59 87 58 52 254 57 55 72 53 54 64 84 94 53 59 59 54 54 81 145 71
internal_value=0 0.000615814 0.000746849 0.000809477 0.00037171 0.00103462 0.00104715 0.000905716 0.00110893 0.000986464 0.0012192 0.000476084 0.00111909 0.00100835 0.00104831 0.000925226 0.000801413 0.00103677 0.000958796 0.000913413 0.00108908 0.00106602 0.00107106 0.00103216 0.001106 0.000562549 0.00108131 0.0010738 0.0010398 0.00105482 0.000969569
internal_weight=0 704 458 399 246 1676 1613 287 799 814 204 182 117 726 490 236 112 124 235 178 402 338 595 282 313 112 254 188 135 199 125
internal_count=2380 704 458 399 246 1676 1613 287 799 814 204 182 117 726 490 236 112 124 235 178 402 338 595 282 313 112 254 188 135 199 125
is_linear=0
shrinkage=0.0032998


Tree=6324
num_leaves=17
num_cat=0
split_feature=1 3 124 3 3 12 47 1 3 14 3 124 49 1 3 13
split_gain=22.7079 5.40755 1.90923 1.75358 1.60464 1.06876 0.932044 1.46253 0.917737 0.873761 0.754171 0.520178 0.337696 0.209015 0.166419 0.157214
threshold=0.10124500000000002 -0.049204999999999992 -0.076779999999999987 0.30835000000000007 0.077930000000000013 0.11628000000000001 0.083875000000000019 0.11239500000000001 0.096440000000000012 0.076975000000000002 -0.12077499999999998 -0.062639999999999987 0.093945000000000015 0.084985000000000019 0.12178000000000001 -0.077759999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 11 8 7 -2 9 10 -4 -3 13 -12 -6 -14
right_child=1 3 5 -5 14 -7 -8 -9 -10 -11 12 -13 15 -15 -16 -17
leaf_value=0.0015598357370255837 0.0018895401077510241 0.0012030177361883583 0.0018783415386608084 0.00072135522527212075 0.0017047237934922734 0.001738879352727222 0.0020688114460236297 0.0011853680361557704 0.0017512247595600266 0.0025744540353417698 0.0022206955275253693 0.00082725404760915873 0.0021822442869980116 0.0021212829386307477 0.0014366148841288772 0.0019689240170313932
leaf_weight=65 83 101 102 90 53 71 79 53 60 57 925 68 61 335 54 123
leaf_count=65 83 101 102 90 53 71 79 53 60 57 925 68 61 335 54 123
internal_value=0 0.00136652 0.00211707 0.00112226 0.00125287 0.00213794 0.00178215 0.00161538 0.00215495 0.00217004 0.00215511 0.00105203 0.00217464 0.00219429 0.00156975 0.00203984
internal_weight=0 581 1799 366 276 1734 215 136 1663 1603 1546 169 1444 1260 107 184
internal_count=2380 581 1799 366 276 1734 215 136 1663 1603 1546 169 1444 1260 107 184
is_linear=0
shrinkage=0.0032998


Tree=6325
num_leaves=25
num_cat=0
split_feature=1 4 403 4 12 13 2 475 2 130 43 160 1 12 1212 4 13 12 43 43 13 13 49 403
split_gain=0.730062 0.362086 0.380964 0.28101 0.405994 0.250719 0.168258 0.155198 0.111825 0.25664 0.202155 0.139633 0.201849 0.138435 0.110109 0.104363 0.156489 0.108978 0.0924998 0.071212 0.0711785 0.10165 0.141736 0.0687611
threshold=0.14641500000000005 0.032965000000000001 -0.5335399999999999 0.056640000000000003 0.10090500000000001 -0.011494999999999998 0.085885000000000017 -0.085684999999999997 0.086865000000000012 -0.0045849999999999997 -0.072864999999999985 1.0000000180025095e-35 0.088595000000000021 0.085090000000000013 0.085815000000000016 -0.0070549999999999996 -0.085784999999999986 0.096780000000000019 -0.072864999999999985 -0.0068249999999999986 -0.095029999999999989 -0.077274999999999996 0.047620000000000003 -0.078754999999999978
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 2 -1 -3 6 7 18 -4 9 -7 -11 12 23 -12 15 17 -17 -9 -5 -16 -8 -22 -23 -10
right_child=-2 3 5 4 -6 8 20 14 11 10 13 -13 -14 -15 19 16 -18 -19 -20 -21 21 22 -24 -25
leaf_value=0.023723461313179789 -0.0088412805225307894 -0.0039560709829147842 0.019862987219827523 0.010751505006920984 -0.0025439057262376789 0.014629491998960379 0.012981076305178961 0.011036075630689871 0.016337471079702386 -0.0040936913583927157 0.0013845043885007634 0.016218035267207873 0.0022455728531522632 0.012859111640662479 0.020540272636782854 0.020572859052598404 0.010373764022934074 0.0042668917084320883 0.020803721302976901 0.012941872633104904 0.00098833956310277076 0.0048279695783928099 0.014742712039691078 0.009573690121000622
leaf_weight=69 58 64 78 52 87 68 66 540 59 77 62 86 100 58 64 77 98 78 54 82 65 102 69 165
leaf_count=69 58 64 78 52 87 68 66 540 59 77 62 86 100 58 64 77 98 78 54 82 65 102 69 165
internal_value=0 0.0102579 0.0114438 0.00651888 0.00787685 0.010942 0.0101033 0.0126145 0.00841944 0.00570964 0.00262159 0.0101665 0.00855469 0.00694554 0.0120105 0.0112212 0.0148716 0.0101846 0.0158894 0.016285 0.0080665 0.00668447 0.00883916 0.0113632
internal_weight=0 2320 1761 559 495 1692 408 1017 675 265 197 410 324 120 939 793 175 618 106 146 302 236 171 224
internal_count=2378 2320 1761 559 495 1692 408 1017 675 265 197 410 324 120 939 793 175 618 106 146 302 236 171 224
is_linear=0
shrinkage=0.16829


Tree=6326
num_leaves=20
num_cat=0
split_feature=1 15 403 147 2 1209 393 1375 4 48 4 48 131 43 402 2 1 403 4
split_gain=0.55107 0.23757 0.260001 0.216198 0.211238 0.201817 0.164483 0.14923 0.148455 0.112431 0.277241 0.185895 0.0920214 0.0922452 0.101961 0.101986 0.0860371 0.0767387 0.0271371
threshold=0.13630500000000004 0.085790000000000019 -0.072134999999999991 0.089365000000000014 0.083970000000000017 0.086270000000000013 0.086855000000000016 -0.068444999999999992 -0.084134999999999988 0.09111000000000001 -0.44205499999999992 0.096085000000000018 0.086300000000000016 0.0061450000000000003 1.0000000180025095e-35 0.092155000000000015 0.14699000000000004 -0.15498499999999996 -0.074934999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 6 7 -1 -4 10 -9 -11 13 14 15 -10 -2 -6 -15
right_child=16 2 8 -5 17 -7 -8 9 12 11 -12 -13 -14 18 -16 -17 -18 -19 -20
leaf_value=0.015907947244781874 0.0011716314498092274 0.021964057319194142 0.0021225600048755981 -0.0015078427676745623 0.0081024150959579655 -0.00057015639557662023 -0.00078184113483835969 0.017155707676405875 0.022377395401193358 -0.0036801629101515681 0.008211632831786617 0.0075716157247186682 0.0038231316068480375 0.005980331213647474 0.0080940109791704119 0.012106979176629716 -0.0077050423622902417 0.015852134943658572 0.01080275351960101
leaf_weight=80 70 96 76 70 78 73 52 110 54 53 948 190 53 74 54 58 55 70 64
leaf_count=80 70 96 76 70 78 73 52 110 54 53 948 190 53 74 54 58 55 70 64
internal_value=0 0.00874922 0.0113913 0.00761315 0.0157942 0.0080383 0.00847808 0.00882805 0.00890601 0.00839132 0.00914324 0.00511013 0.0103451 0.0114762 0.0141642 0.0170748 -0.00271973 0.01178 0.00822984
internal_weight=0 2253 677 1576 244 1506 1433 1381 433 1301 1058 243 357 304 166 112 125 148 138
internal_count=2378 2253 677 1576 244 1506 1433 1381 433 1301 1058 243 357 304 166 112 125 148 138
is_linear=0
shrinkage=0.16829


Tree=6327
num_leaves=9
num_cat=0
split_feature=2 10 403 39 34 14 41 480
split_gain=0.405551 0.368514 0.192204 0.172341 0.230409 0.16328 0.11958 0.120328
threshold=0.16002500000000003 0.058500000000000003 -0.5335399999999999 0.099745000000000014 -0.0011599999999999998 0.054835000000000009 0.081560000000000007 -0.068944999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=0.015731703915713418 -0.0073601165120742154 -0.0064761745483325793 0.018027217370454592 -0.00034500964227884509 0.014974467312697731 -0.0010532896697619625 -0.0002743944344564146 0.007408158407071804
leaf_weight=77 56 55 57 83 62 66 55 1867
leaf_count=77 56 55 57 83 62 66 55 1867
internal_value=0 0.00711762 0.00744821 0.00715615 0.00745249 0.00715758 0.00743163 0.00765228
internal_weight=0 2322 2267 2190 2107 2050 1984 1929
internal_count=2378 2322 2267 2190 2107 2050 1984 1929
is_linear=0
shrinkage=0.16829


Tree=6328
num_leaves=29
num_cat=0
split_feature=1 3 12 1 1 12 159 49 3 49 159 42 403 157 52 16 49 52 42 160 16 12 16 1213 16 1 51 403
split_gain=12.9996 2.18619 1.83449 1.12785 1.00517 0.822589 0.746984 0.551837 0.495507 0.40414 0.354198 0.27114 0.227967 0.217112 0.415446 0.216126 0.211758 0.211628 0.207983 0.176035 0.142862 0.254521 0.114998 0.0994492 0.0828655 0.0730353 0.0612427 0.0406066
threshold=0.109225 0.31840500000000005 0.077755000000000005 0.088595000000000021 0.12541500000000003 0.090465000000000004 0.083310000000000009 -0.069799999999999987 -0.020854999999999995 0.10470500000000001 0.087735000000000021 0.090775000000000008 -0.072134999999999991 -0.081579999999999986 -0.059354999999999991 -0.26987499999999992 0.0065400000000000015 -0.0073749999999999987 0.083985000000000018 0.088020000000000015 -0.17699999999999996 0.08401500000000002 -0.08069999999999998 -0.059794999999999994 -0.082084999999999991 0.079415000000000013 -0.032359999999999993 -0.43215499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 16 6 11 8 -5 -2 10 12 13 22 18 19 -6 25 26 -4 -15 -16 -22 -7 -19 -9 -1 -14 -24
right_child=1 -3 5 7 15 9 -8 24 -10 -11 -12 -13 17 14 20 -17 -18 23 -20 -21 21 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0010675438329052689 0.0011612668773123352 -7.1043713881483435e-06 0.0016402617738767067 0.0011299473531976481 0.00036813746026382997 0.001510464837406139 0.00057362874448220566 0.00064320331501987245 0.00076409957824262432 0.0010015641667971327 0.0010064013216892619 0.0015822721352767191 0.0014465544037876468 0.0010727925882719287 0.0012092529694629514 0.0006232259812998846 0.0014127628221881799 0.0013128088711081445 0.0013689890765035617 0.0013185351294922034 0.0015924071343544329 0.0013668942166386491 0.0012468959095217986 0.0011644365130062367 0.00081954194466702344 0.0012432070181846719 0.0012790284727220898 0.0013890246422971846
leaf_weight=54 82 53 57 61 71 57 69 53 60 78 58 68 57 81 52 76 56 67 74 56 65 428 52 254 73 60 52 54
leaf_count=54 82 53 57 61 71 57 69 53 60 78 58 68 57 81 52 76 56 67 74 56 65 428 52 254 73 60 52 54
internal_value=0 0.000617719 0.00126316 0.00104867 0.000710319 0.0013107 0.000856496 0.000871196 0.000993698 0.00122827 0.00125537 0.00137888 0.00127967 0.00136183 0.00133767 0.00050026 0.00124368 0.00123906 0.00148729 0.0011735 0.00137888 0.0013967 0.00138658 0.00119551 0.000745647 0.00116031 0.00136696 0.00131963
internal_weight=0 411 1967 357 358 1610 211 187 142 729 651 881 593 813 682 147 170 430 131 137 545 493 163 321 126 114 109 106
internal_count=2378 411 1967 357 358 1610 211 187 142 729 651 881 593 813 682 147 170 430 131 137 545 493 163 321 126 114 109 106
is_linear=0
shrinkage=0.0032998


Tree=6329
num_leaves=25
num_cat=0
split_feature=1 3 3 4 3 4 1 12 42 1 16 4 0 16 16 15 15 3 4 15 12 42 1 16
split_gain=21.8086 4.74258 2.25236 1.83517 1.71876 0.980891 0.880387 1.30612 0.745834 0.596585 0.505162 0.494683 0.474936 0.37954 0.749528 0.367976 0.330765 0.290216 0.279323 0.218822 0.176861 0.187572 0.206359 0.0369489
threshold=0.104035 -0.049204999999999992 -0.072579999999999992 0.41257000000000005 0.31343500000000007 0.049545000000000006 0.089625000000000024 -0.013764999999999998 0.11309000000000001 0.11695500000000002 -0.040484999999999993 -0.013024999999999998 -0.066849999999999979 -0.039889999999999988 0.19022000000000003 -0.098454999999999973 -0.14524999999999996 0.045635000000000002 -0.42305999999999994 -0.068639999999999993 0.094305000000000014 0.096190000000000012 0.089875000000000024 -0.066924999999999985
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 5 11 9 12 8 -8 13 10 -3 -2 16 15 -15 -4 -1 -11 -14 -7 21 22 -18 -22
right_child=1 4 6 -5 -6 19 7 -9 -10 17 -12 -13 18 14 -16 -17 20 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0018972016817439931 0.0016082526348011078 0.001048873125235551 0.0016043654021882913 0.0006732386773446006 7.1517563568410756e-05 0.0014421850189318655 0.00073275150458550588 0.0013688961610959002 0.0010802003297329338 0.00039849642644861825 0.00059857804237676616 0.0012037951862410219 0.0016237096186632945 0.0018772773530536561 0.0013630526936352727 0.001248970391095386 0.0016604158674328924 0.00070741033081847451 0.001302018274353687 0.0011673467538735067 0.0015893918082576562 0.0018370036767905659 0.0014618788444658694 0.0014805630282319947
leaf_weight=59 62 58 53 55 71 86 57 93 54 91 52 73 52 68 58 84 771 53 73 53 95 63 65 79
leaf_count=59 62 58 53 55 71 86 57 93 54 91 52 73 52 68 58 84 771 53 73 53 95 63 65 79
internal_value=0 0.000768268 0.0015356 0.00118256 0.000525955 0.00160209 0.00133677 0.0011274 0.00143574 0.000652844 0.000836327 0.00138981 0.00163131 0.0015086 0.00164085 0.00138672 0.00165283 0.000512439 0.00143612 0.00133764 0.00163936 0.00165851 0.00164502 0.00154018
internal_weight=0 515 1863 190 325 1396 467 150 317 254 110 135 1257 263 126 137 1132 144 125 139 1073 899 836 174
internal_count=2378 515 1863 190 325 1396 467 150 317 254 110 135 1257 263 126 137 1132 144 125 139 1073 899 836 174
is_linear=0
shrinkage=0.0032998


Tree=6330
num_leaves=27
num_cat=0
split_feature=1 52 52 2 2 1 0 52 11 16 43 43 2 50 484 51 0 52 13 2 2 16 52 0 13 0
split_gain=18.0679 3.37395 1.87946 1.08162 1.71903 0.899734 1.36368 0.780206 0.751476 0.810392 0.40308 0.390467 0.380026 0.345334 0.387686 0.33011 0.454443 0.286807 0.246354 0.237982 0.155067 0.20221 0.141222 0.0787968 0.143857 0.0580831
threshold=0.10141500000000002 -0.41304999999999997 0.19121000000000002 0.10161500000000002 -1.0000000180025095e-35 0.088415000000000007 -0.10147999999999999 -0.082824999999999996 1.0000000180025095e-35 0.062910000000000008 -0.082144999999999982 0.0066850000000000008 -0.079939999999999983 0.11084500000000001 0.091040000000000024 0.089685000000000001 -0.10185499999999999 -0.42890999999999996 -0.0018299999999999998 0.10584500000000001 0.087855000000000003 -0.081109999999999974 -0.10886 -0.079249999999999987 -0.050754999999999995 -0.074434999999999987
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 12 8 -7 -5 9 11 -8 13 -3 14 22 16 18 25 -9 -19 -13 -22 -1 -12 -25 -11
right_child=1 2 -4 7 -6 6 10 15 -10 17 23 20 -14 -15 -16 -17 -18 19 -20 -21 21 -23 -24 24 -26 -27
leaf_value=0.0016835590436724732 0.0014014835435058207 0.00075255310020134753 0.0012414392361008123 0.00011973789703899103 0.0012672795834264936 0.00089330888281571777 0.0011498052050359444 0.00076965314653011695 0.0017760403512437129 0.0013191038641937091 0.0015308618772287856 0.0015107960451122664 0.00035721755339336656 0.0012791276726461125 0.001804358370514333 0.00079017271816410762 0.00029165744451343264 0.0012805111836441316 0.00045680586789447988 0.0009885325717849773 0.0014042432729463189 0.0011574835720125002 0.0014995975083507856 0.0012719682791629242 0.0015087314939783243 0.0014802444548209139
leaf_weight=52 78 55 55 55 58 79 62 60 80 60 94 52 52 66 54 52 75 79 52 52 86 67 740 57 62 53
leaf_count=52 78 55 55 55 58 79 62 60 80 60 94 52 52 66 54 52 75 79 52 52 86 67 740 57 62 53
internal_value=0 0.000761591 0.000664418 0.000595199 0.000809324 0.00142652 0.00127668 0.000474908 0.0014633 0.00144489 0.00138668 0.00148272 0.000560757 0.00151229 0.00153044 0.000556494 0.000491325 0.00127159 0.000624717 0.00116488 0.00135097 0.00129642 0.00151172 0.00145547 0.00139562 0.00139499
internal_weight=0 592 514 459 165 1795 354 294 1441 1361 275 1117 107 912 846 239 187 244 112 131 205 153 792 213 119 113
internal_count=2387 592 514 459 165 1795 354 294 1441 1361 275 1117 107 912 846 239 187 244 112 131 205 153 792 213 119 113
is_linear=0
shrinkage=0.0032998


Tree=6331
num_leaves=23
num_cat=0
split_feature=1 2 4 52 3 1 41 3 15 3 2 1447 4 43 133 3 4 2 42 3 42 1
split_gain=22.3653 3.86023 3.25313 1.87176 1.58208 1.75906 1.28944 0.926901 0.896136 0.750541 0.650233 0.535645 0.408395 0.372162 0.708898 0.372993 0.283529 0.265009 0.245108 0.437681 0.138706 0.0766106
threshold=0.10915500000000002 0.13880500000000004 0.27552000000000004 -0.22243999999999997 -0.059629999999999996 0.093575000000000019 0.075585000000000013 -1.0000000180025095e-35 -0.083359999999999976 0.092330000000000009 0.10293500000000001 -0.082229999999999984 0.053255000000000004 0.062770000000000006 -0.43714999999999993 -0.22740999999999997 -0.049744999999999991 0.16730000000000003 0.082755000000000009 0.085315000000000016 0.086090000000000014 0.083065000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 9 11 -7 18 10 21 16 13 15 -15 -13 -1 -3 19 -5 -14 -6
right_child=1 17 -4 8 5 7 -8 -9 -10 -11 -12 12 20 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0020471203143620602 0.0015115729969071348 0.00041449048146575989 0.00078974205852678006 0.00041828971414112549 0.0019287725558771393 0.00082648255795520821 0.0021030890001168968 0.0014218609580957185 0.0011098198533252405 0.001280036624113868 0.0014153684680722194 0.0019363157826582471 0.0013474535704760607 0.0017397547624422693 0.0012576363599056816 0.0016581749476204319 0.0017144002911491131 9.5304401349345638e-05 0.00089589075825986016 0.0008187450296783602 0.0015685610344863402 0.0017454364821606237
leaf_weight=54 56 57 52 59 64 64 73 52 92 63 58 57 67 64 71 1034 63 57 52 61 65 52
leaf_count=54 56 57 52 59 64 64 73 52 92 63 58 57 67 64 71 1034 63 57 52 61 65 52
internal_value=0 0.000777028 0.00160534 0.000962817 0.00162764 0.00142761 0.00167323 0.00109368 0.00084628 0.0015909 0.00170325 0.00165193 0.00163326 0.00165226 0.00148646 0.00167274 0.00186826 0.000255206 0.000705112 0.000622148 0.0014566 0.00184689
internal_weight=0 434 1953 320 1901 353 1548 116 264 237 174 1475 1358 1226 135 1091 117 114 172 120 132 116
internal_count=2387 434 1953 320 1901 353 1548 116 264 237 174 1475 1358 1226 135 1091 117 114 172 120 132 116
is_linear=0
shrinkage=0.0032998


Tree=6332
num_leaves=16
num_cat=0
split_feature=4 1375 0 0 11 133 15 4 50 1447 0 16 16 4 16
split_gain=0.318588 0.279917 0.335697 0.221451 0.328788 0.19282 0.195055 0.201242 0.185369 0.161597 0.206099 0.15564 0.202596 0.0875411 0.0825463
threshold=0.26900000000000007 -0.14438999999999999 -0.16802499999999995 -0.13314999999999996 0.075910000000000019 0.085435000000000025 -0.41606999999999994 0.41345000000000004 0.12024000000000001 -0.082229999999999984 -0.086409999999999987 0.055635000000000011 0.40737000000000007 0.51400500000000016 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 13 -8 9 10 -5 14 -13 -2 -11
right_child=5 2 3 8 -6 -7 7 -9 -10 11 -12 12 -14 -15 -16
leaf_value=-0.0018316159340451602 0.010707459274433942 0.021643235578027248 -0.0024160378276827871 0.0087135651176132086 0.014212776471625072 0.012396785882549419 0.0035164727402993163 -0.010773217161281672 0.00335778783777093 0.01096047212078864 0.022307713143066867 0.004477954649809472 0.011933044309200811 0.0016042267682189648 0.015661893308949338
leaf_weight=54 67 73 92 55 53 64 60 52 98 1044 76 243 181 55 120
leaf_count=54 67 73 92 55 53 64 60 52 98 1044 76 243 181 55 120
internal_value=0 0.010099 0.0104164 0.00999779 0.00364969 0.00420604 0.00195816 -0.00310199 0.0105034 0.0109097 0.016614 0.010438 0.00766467 0.00661827 0.0114467
internal_weight=0 2089 2035 1962 145 298 234 112 1817 1719 131 1588 424 122 1164
internal_count=2387 2089 2035 1962 145 298 234 112 1817 1719 131 1588 424 122 1164
is_linear=0
shrinkage=0.16829


Tree=6333
num_leaves=20
num_cat=0
split_feature=1 3 2 2 15 52 3 3 3 3 160 1 11 3 50 2 16 3 52
split_gain=10.2905 1.77658 1.09316 0.578612 0.601688 0.532055 0.512976 0.484037 0.473936 0.37833 0.306094 0.270438 0.286532 0.309581 0.274482 0.193021 0.118748 0.159304 0.0735857
threshold=0.10752500000000002 -0.053499999999999992 0.10124000000000001 0.13880500000000004 -0.083359999999999976 -0.071919999999999984 0.092330000000000009 0.077930000000000013 -0.020854999999999995 -0.10237999999999998 -0.54512499999999997 0.092415000000000011 1.0000000180025095e-35 -0.11756999999999999 0.085685000000000011 0.088555000000000009 -0.072534999999999988 -0.074479999999999977 -0.010614999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 7 -2 10 -3 9 -4 -1 12 13 -12 18 -15 -11 -18 -13
right_child=1 3 8 -5 -6 -7 -8 -9 -10 16 11 14 -14 15 -16 -17 17 -19 -20
leaf_value=0.0014559544457103295 0.0011611525449292288 0.00023401071339507185 0.00086552993553157048 0.00024798847282423927 0.00079957438282354809 0.00074926596200074853 0.00089784302172158921 0.00063218070431853338 0.00079771557252140989 0.0012619636142758724 0.00094818712802307518 0.00088847932395014033 0.0014190347057520061 0.0012445365116527079 0.001255081562837154 0.0011521029064345098 0.0012017443376431877 0.00097866175930387002 0.0010580034603464299
leaf_weight=52 53 70 78 99 72 99 63 64 100 62 52 54 71 724 63 396 69 77 69
leaf_count=52 53 70 78 99 72 99 63 64 100 62 52 54 71 724 63 396 69 77 69
internal_value=0 0.000601433 0.00115229 0.000455955 0.000555729 0.000893116 0.00119167 0.000424444 0.000994671 0.00106341 0.00120415 0.00119496 0.00121274 0.00120022 0.00107592 0.00121189 0.00113745 0.00108433 0.000983865
internal_weight=0 457 1930 305 206 152 1544 134 386 286 1481 1429 1243 1172 186 1120 208 146 123
internal_count=2387 457 1930 305 206 152 1544 134 386 286 1481 1429 1243 1172 186 1120 208 146 123
is_linear=0
shrinkage=0.0032998


Tree=6334
num_leaves=18
num_cat=0
split_feature=4 3 39 3 14 0 4 12 4 3 13 13 14 16 0 52 4
split_gain=8.51497 3.35565 2.03258 0.695546 0.627146 0.871422 1.17027 0.691001 0.444263 0.831615 0.347188 0.31317 0.216123 0.564405 0.10541 0.151421 0.0966359
threshold=0.30163500000000004 0.11191000000000002 0.081875000000000017 -0.011259999999999997 0.062655000000000016 -0.13314999999999996 0.0047850000000000011 0.095330000000000012 -0.50547999999999982 -0.11756999999999999 -0.40078499999999995 -0.15714499999999998 -0.41076499999999994 -0.50327499999999992 -0.068669999999999995 -0.42890999999999996 -0.076184999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 8 -7 -10 -3 -2 -13 -14 16 -16 -9
right_child=11 10 3 -5 -6 7 -8 14 9 -11 -12 12 13 -15 15 -17 -18
leaf_value=0.00051508708987766099 0.00068613217281187657 0.00072772841320533558 0.00056615580057123793 0.0010143443122863469 0.0014591603091894845 0.0014974116372610713 0.0011950453253100632 0.001230579603682506 0.0008510968315679166 0.0012210514375396279 0.00034990365224423669 0.0005941717482552954 0.0005251263063069736 0.00011127627745049212 0.0011411690669700055 0.00093264238751741249 0.0010665775251467904
leaf_weight=53 63 53 83 70 78 58 58 55 71 1123 54 56 86 62 57 129 178
leaf_count=53 63 53 83 70 78 58 58 55 71 1123 54 56 86 62 57 129 178
internal_value=0 0.00110743 0.00113771 0.00077144 0.00116782 0.00115505 0.000870698 0.00117392 0.00121293 0.00119908 0.00053738 0.000481894 0.000418647 0.000351995 0.00105727 0.000996735 0.00110544
internal_weight=0 2120 2013 153 1860 1782 111 1671 1252 1194 107 267 204 148 419 186 233
internal_count=2387 2120 2013 153 1860 1782 111 1671 1252 1194 107 267 204 148 419 186 233
is_linear=0
shrinkage=0.0032998


Tree=6335
num_leaves=23
num_cat=0
split_feature=124 376 2 2 52 52 15 14 52 42 2 42 2 12 475 52 2 15 12 12 2 2
split_gain=0.354333 0.284049 0.303966 0.194067 0.291021 0.181491 0.183253 0.146306 0.144637 0.250888 0.124972 0.1607 0.186054 0.30088 0.216663 0.133332 0.118179 0.0947409 0.0853733 0.0738704 0.0437758 0.0306607
threshold=-0.051674999999999992 0.084985000000000019 -1.0000000180025095e-35 0.10527500000000002 -0.41304999999999997 -0.069034999999999985 -0.21242999999999998 0.062655000000000016 0.40674500000000008 0.088415000000000007 0.094120000000000023 0.091475000000000015 0.084305000000000005 0.083885000000000015 -0.014939999999999997 0.026115000000000003 0.14106500000000002 -0.032264999999999995 0.093995000000000009 0.091735000000000025 0.11793500000000001 0.11123500000000001
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 2 -1 7 -5 -6 -7 8 10 -10 11 12 14 -14 -2 17 20 -12 19 -13 21 -8
right_child=3 -3 -4 4 5 6 16 -9 9 -11 15 18 13 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.011336414259097649 0.0043166566225896425 0.012885009665991242 0.0048217768506691626 0.015787930705156456 -0.0015664914119578903 0.01437320433320969 0.00808625268613734 0.019350824673757497 -0.003525495457090863 0.011432249608854753 0.0084160950840679351 0.0059579700059623295 0.0019632672419365171 0.011508550835222656 0.01588595014323126 0.021583226810683948 -0.0020508654364921235 0.017100648316600225 0.0029819249204903545 0.014453602398899333 0.011068792209040505 0.0024225100090980618
leaf_weight=52 53 58 90 93 85 76 52 61 52 81 80 68 114 533 362 65 54 66 101 52 52 59
leaf_count=52 53 58 90 93 85 76 52 61 52 81 80 68 114 533 362 65 54 66 101 52 52 59
internal_value=0 0.00295898 -0.00108266 0.0103762 0.00734464 0.00526257 0.00724983 0.0112211 0.0109152 0.0055706 0.0113897 0.0107608 0.0116222 0.00982947 0.0144128 0.0152058 0.00474673 0.0123543 0.00661311 0.00965438 0.00700972 0.00509198
internal_weight=0 200 142 2159 471 378 293 1688 1627 133 1494 1283 1062 647 415 211 217 146 221 120 163 111
internal_count=2359 200 142 2159 471 378 293 1688 1627 133 1494 1283 1062 647 415 211 217 146 221 120 163 111
is_linear=0
shrinkage=0.16829


Tree=6336
num_leaves=23
num_cat=0
split_feature=1 52 1 12 0 1 16 48 1429 0 12 52 3 0 49 16 0 16 12 160 0 16
split_gain=24.5988 5.17223 1.74949 1.80951 1.52328 1.01872 0.93056 0.859298 0.543574 0.747328 0.448718 0.440335 0.422196 0.375162 0.335014 0.28534 0.408691 0.357281 0.244159 0.0875978 0.0947746 0.0813797
threshold=0.104035 -0.41304999999999997 0.12394500000000001 0.088745000000000004 -0.079249999999999987 0.096300000000000011 -0.26987499999999992 0.091150000000000023 0.084990000000000024 -0.15653499999999998 0.08401500000000002 -0.067394999999999983 -0.11327499999999999 -0.061654999999999995 0.099620000000000014 -0.019749999999999993 -0.10566999999999999 0.041625000000000002 0.11408000000000001 0.0021250000000000006 -0.071719999999999992 -0.50393499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 5 8 -4 10 9 -1 -6 -3 -12 -8 15 16 -11 -17 19 20 -14 -13
right_child=1 2 6 -5 7 -7 13 -9 -10 14 12 21 18 -15 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0021682885307628269 0.0018255318300959781 0.00061171309772130322 0.00036101898307269091 0.0014132853590628641 0.0014428300249956115 0.0013813445297729244 0.0010072800051223873 0.0012031448724335262 0.0015049729626782032 0.0015810121061481982 0.0019683213373068798 0.00085256069200443448 0.0016542618515874782 0.00062170576602958098 0.0016185258101832482 0.0019853363144012137 0.0018344184326035658 0.0016781768531923189 0.0014424748643232317 0.0015576554027024645 0.0017834254288137527 0.0010422325422741277
leaf_weight=75 63 71 99 80 99 58 52 53 54 81 54 52 156 60 82 238 594 52 54 54 124 54
leaf_count=75 63 71 99 80 99 58 52 53 54 81 54 52 156 60 82 238 594 52 54 54 124 54
internal_value=0 0.000937448 0.000817823 0.00100083 0.00174443 0.00181074 0.00059475 0.00160661 0.00183189 0.00184759 0.00164607 0.000814214 0.00169151 0.000801037 0.00182459 0.00184206 0.00180406 0.00193038 0.00165289 0.00168681 0.00171159 0.000949518
internal_weight=0 531 468 257 1828 1234 211 594 1176 1122 541 177 442 112 1047 965 675 290 388 334 280 106
internal_count=2359 531 468 257 1828 1234 211 594 1176 1122 541 177 442 112 1047 965 675 290 388 334 280 106
is_linear=0
shrinkage=0.0032998


Tree=6337
num_leaves=15
num_cat=0
split_feature=124 4 0 133 402 4 1446 4 0 3 12 13 401 16
split_gain=0.281022 0.258331 0.295114 0.199066 0.157194 0.254538 0.239571 0.291881 0.290065 0.286799 0.252748 0.0866167 0.0754203 0.0638252
threshold=-0.051674999999999992 0.36766000000000004 -0.010949999999999998 0.087445000000000009 0.095250000000000015 -0.080429999999999988 0.10573500000000001 -0.49269499999999994 -0.023359999999999995 0.11372500000000001 0.082530000000000006 -0.079464999999999994 0.10997500000000002 -0.52180499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 13 11 6 -6 7 -2 9 10 -9 -1 -7 -3
right_child=1 2 -4 -5 5 12 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0015490232194393186 0.019055922806904206 0.0042170803418396501 0.014589336594995167 -0.0044328395872496717 0.023283132038952457 0.0054080355132838124 -0.00089683794631808264 0.016375476339409216 -0.00041644899416175946 -0.001276026726980223 0.0098215294384808652 0.010322252429172694 0.01450470413635377 -0.0032738377857425751
leaf_weight=53 101 53 52 65 68 52 56 192 76 59 1315 82 53 82
leaf_count=53 101 53 52 65 68 52 56 192 76 59 1315 82 53 82
internal_value=0 0.00980973 0.00381656 0.00320194 0.0103771 0.0152417 0.00990834 0.0102565 0.00971417 0.010207 0.0106577 0.00689126 0.0100168 -0.000319651
internal_weight=0 2159 187 200 1972 173 1799 1743 1642 1566 1507 135 105 135
internal_count=2359 2159 187 200 1972 173 1799 1743 1642 1566 1507 135 105 135
is_linear=0
shrinkage=0.16829


Tree=6338
num_leaves=16
num_cat=0
split_feature=10 43 0 14 16 13 49 1446 40 11 156 0 13 2 50
split_gain=0.254799 0.344535 0.210575 0.456117 0.662651 0.210285 0.228994 0.145309 0.15146 0.213822 0.153947 0.179698 0.136628 0.184837 0.119286
threshold=-1.0000000180025095e-35 -0.081694999999999976 -0.11169999999999998 0.019675000000000002 -0.053214999999999991 -0.065824999999999981 -0.0087399999999999995 0.090300000000000005 -0.077474999999999988 0.088215000000000002 0.092190000000000008 -0.048199999999999993 0.0015850000000000003 0.10859000000000001 0.11875500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 8 -4 10 12 -12 14 -14 -10
right_child=2 -3 7 -5 -6 6 -8 -9 9 -11 11 -13 13 -15 -16
leaf_value=-0.0084603025758793974 0.00075148415839131099 0.0092827925980015248 0.017373636601253212 0.017649068435713695 -0.010436794604209768 0.003456464232845958 0.017780514702009909 0.0021390387386892116 0.010222067447298637 0.019526935466676616 -0.0021579183312650319 0.010259704444116705 0.0078622331656192732 -0.0026437541669410182 0.0031251323426338914
leaf_weight=63 96 61 62 62 89 59 69 88 1155 52 78 57 237 59 72
leaf_count=63 96 61 62 62 89 59 69 88 1155 52 78 57 237 59 72
internal_value=0 0.000253667 0.00810605 0.00445837 0.00183978 0.00672555 0.0111921 0.0088405 0.0091723 0.00887389 0.00853869 0.00307177 0.0090221 0.00576206 0.00980709
internal_weight=0 124 2235 375 313 224 128 1860 1772 1710 1658 135 1523 296 1227
internal_count=2359 124 2235 375 313 224 128 1860 1772 1710 1658 135 1523 296 1227
is_linear=0
shrinkage=0.16829


Tree=6339
num_leaves=24
num_cat=0
split_feature=4 3 43 3 10 52 3 4 16 43 16 133 52 394 3 16 3 13 49 16 4 16 3
split_gain=9.53953 3.62519 1.86563 2.09077 0.766293 0.34417 0.598415 0.304079 0.274402 0.248805 0.357569 0.348576 0.300834 0.327143 0.29607 0.231107 0.312684 0.219853 0.186192 0.181185 0.172429 0.0580303 0.0131208
threshold=0.30163500000000004 -0.065259999999999999 -0.049364999999999992 0.11372500000000001 -1.0000000180025095e-35 0.05118000000000001 -0.015794999999999997 0.053255000000000004 -0.004174999999999999 0.066010000000000013 -0.096104999999999982 -0.43714999999999993 0.11110500000000002 -0.081744999999999984 -0.12077499999999998 0.21684500000000004 -0.013399999999999999 -0.076494999999999994 -1.0000000180025095e-35 -0.44010499999999991 0.50230500000000011 -0.046599999999999996 -0.077384999999999995
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=1 7 4 15 -3 6 -2 9 -6 10 -1 -11 13 -12 -15 16 -4 22 -18 -9 -8 -21 -14
right_child=5 2 3 -5 8 -7 20 19 -10 11 12 -13 17 14 -16 -17 18 -19 -20 21 -22 -23 -24
leaf_value=0.0017091999351735868 0.00083229996270891508 0.00052011476514300203 0.0012832146878728494 0.00085880978589117677 0.00085882466001700546 0.00091465716107102136 0.00033046272785965558 0.0014900704655091627 0.0011664193802922891 0.0014922831473770002 0.0012743169181696082 0.001157663614761877 0.0013807731706365995 0.0016692173318198597 0.0014824493125268313 0.0012510418639159145 0.001431584265845183 0.0011809664494617559 0.0016891352787812089 0.0013245989444953411 0.00059283550728894631 0.0011793835551205799 0.0014757427489826482
leaf_weight=71 85 52 57 96 73 58 55 52 58 71 75 68 54 108 822 60 56 65 76 72 56 65 54
leaf_count=71 85 52 57 96 73 58 55 52 58 71 75 68 54 108 822 60 56 65 76 72 56 65 54
internal_value=0 0.00136733 0.00113037 0.00127344 0.000860453 0.000690061 0.000623419 0.00144665 0.000995281 0.00146379 0.00147878 0.00132884 0.00146487 0.00148706 0.00150418 0.00143315 0.00149078 0.00133575 0.00158014 0.00132056 0.000463148 0.00125596 0.00142858
internal_weight=0 2105 528 345 183 254 196 1577 131 1388 1249 139 1178 1005 930 249 189 173 132 189 111 137 108
internal_count=2359 2105 528 345 183 254 196 1577 131 1388 1249 139 1178 1005 930 249 189 173 132 189 111 137 108
is_linear=0
shrinkage=0.0032998


Tree=6340
num_leaves=19
num_cat=0
split_feature=15 2 15 3 1446 0 0 0 0 2 51 52 3 124 2 2 0 159
split_gain=0.396868 0.241092 0.211124 0.188254 0.150588 0.147958 0.165906 0.346305 0.198254 0.180836 0.116764 0.157103 0.132195 0.196086 0.174026 0.134291 0.0920699 0.0908078
threshold=-0.26826999999999995 0.10124000000000001 -0.46503999999999995 0.096440000000000012 0.089505000000000015 -0.14454499999999995 -0.11208499999999998 -0.080689999999999984 0.12212000000000002 0.10796500000000002 -0.091399999999999981 -0.16922499999999999 -0.038414999999999998 -0.0076699999999999989 0.089045000000000013 0.087245000000000003 -0.043914999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 10 -3 -7 -8 9 -9 11 -2 14 -14 15 -12 -11 -16
right_child=1 5 -4 -5 -6 6 7 8 -10 16 12 -13 13 -15 17 -17 -18 -19
leaf_value=0.0044372761719553289 0.011345073148116341 -0.0015233409475021061 -0.007293416232788427 -9.4663078057741909e-05 0.016523980778024916 0.014073011664561763 -0.0081508579419791258 -0.00017702452523840498 -0.0018380617544996147 0.0086185994344583922 0.0088018305208023093 -0.00023196681249774498 0.0069745285103315919 0.020060355221322931 0.011133568355285076 0.014275175198795332 0.016658800309011668 0.0040582428710561414
leaf_weight=98 52 96 78 68 71 59 53 54 65 160 739 91 60 72 63 155 55 290
leaf_count=98 52 96 78 68 71 59 53 54 65 160 739 91 60 72 63 155 55 290
internal_value=0 0.00754397 -0.000751346 0.00855082 0.00892099 0.00445508 0.00574595 0.0044718 0.00648018 0.00849684 0.00856514 0.0039653 0.00904083 0.0141259 0.00850112 0.0097528 0.0106838 0.00532607
internal_weight=0 2203 176 1661 1593 542 446 387 334 269 1522 143 1379 132 1247 894 215 353
internal_count=2379 2203 176 1661 1593 542 446 387 334 269 1522 143 1379 132 1247 894 215 353
is_linear=0
shrinkage=0.16829


Tree=6341
num_leaves=27
num_cat=0
split_feature=2 2 2 10 13 13 2 13 42 13 43 2 48 402 43 133 151 2 43 2 2 42 43 43 131 2
split_gain=6.44224 4.65228 2.03057 1.02043 0.603308 0.470365 0.349764 0.330597 0.272422 0.229933 0.209373 0.202458 0.231068 0.282897 0.205249 0.329205 0.140988 0.130858 0.125211 0.101505 0.153737 0.120261 0.0627249 0.0563202 0.0430003 0.0114153
threshold=0.12708000000000003 -1.0000000180025095e-35 0.10613000000000002 0.058500000000000003 -0.099939999999999987 -0.089624999999999982 0.090000000000000011 -0.014114999999999997 0.099885000000000015 0.094590000000000021 -1.0000000180025095e-35 0.074875000000000011 0.086260000000000017 -0.086719999999999978 -0.045129999999999997 -0.006494999999999999 -0.0060399999999999994 0.096685000000000007 0.00037500000000000006 0.10124000000000001 0.096325000000000008 0.085355000000000014 -0.00059999999999999995 -0.092184999999999989 0.091295000000000015 0.11225500000000001
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 3 6 -1 -2 -4 11 -7 -6 25 19 14 13 -13 23 22 -15 -12 -19 20 21 -8 -16 -3 -25 -9
right_child=4 2 5 -5 8 7 10 9 -10 -11 17 12 -14 16 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.00065224880641332101 0.0001567399969813729 0.0012426626058198522 0.00056770008804101109 7.5472999341763243e-05 0.00065361930285561063 0.0010606166332972182 0.0011651232544638156 0.00067070138589163256 0.00036349334836647585 0.00096400419746060177 0.0008571581448949771 0.00096868996287407117 0.0009955683211885849 0.0010942338399674678 0.0011960219445542582 0.00082671110017569439 0.0012332917003554825 0.001120699465675028 0.00089926668419865207 0.00095910499393684983 0.0012739460674012766 0.00099928928196219013 0.0010337271978797323 0.0011741639985045412 0.0010626298061736847 0.00074818539572231793
leaf_weight=91 68 53 67 53 86 78 89 52 61 63 97 60 79 101 52 78 492 67 52 61 54 116 65 79 99 66
leaf_count=91 68 53 67 53 86 78 89 52 61 63 97 60 79 101 52 78 492 67 52 61 54 116 65 79 99 66
internal_value=0 0.00101367 0.00105453 0.000440208 0.00041448 0.000815625 0.00110049 0.000879625 0.000533467 0.000801433 0.00103007 0.00113305 0.0011669 0.00118758 0.0010748 0.000994561 0.00120967 0.000949368 0.00102423 0.00108443 0.00111381 0.00107146 0.00110616 0.00114238 0.00111233 0.000714338
internal_weight=0 2164 2020 144 215 326 1694 259 147 181 536 1158 732 653 426 195 593 216 119 320 259 205 117 231 178 118
internal_count=2379 2164 2020 144 215 326 1694 259 147 181 536 1158 732 653 426 195 593 216 119 320 259 205 117 231 178 118
is_linear=0
shrinkage=0.0032998


Tree=6342
num_leaves=22
num_cat=0
split_feature=10 15 3 15 3 3 13 52 123 147 42 16 16 1212 15 42 15 133 13 42 13
split_gain=0.57779 0.20724 0.29646 0.184292 0.31717 0.235984 0.214113 0.210515 0.192885 0.148962 0.146278 0.14174 0.133497 0.158375 0.133705 0.142965 0.114449 0.111305 0.101325 0.0765149 0.0577825
threshold=0.058500000000000003 0.0056700000000000006 -0.14818499999999998 -0.008094999999999998 0.08734500000000002 -0.14265999999999998 -0.011269999999999997 -0.10271999999999999 0.084235000000000018 0.085835000000000009 0.10691000000000002 -0.0084099999999999991 -0.070454999999999976 0.087615000000000012 0.091230000000000019 0.091010000000000021 -0.26826999999999995 0.084880000000000025 -0.065674999999999983 0.084535000000000013 -0.075154999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 -5 -8 9 10 16 12 14 -14 15 19 -7 -10 -16 -4 -13
right_child=-2 2 11 4 -6 8 7 -9 17 -11 -12 20 13 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=-0.0031241888960197679 -0.010912477100811495 0.020914906870901737 0.0095063412015202534 -0.002798093178034115 -0.0098251452000665557 5.2102821689791658e-05 0.001602676559234974 0.016514641217219635 0.0051802276710747799 0.016420087865459468 0.015816487736305288 0.0070245643329507204 0.01783336034420932 0.0064438754223430173 0.0087718276039815118 0.01766851795571895 0.0073214507964169447 -0.0049844745032825823 7.1948191256767025e-05 0.0033221390633685673 0.00063574126100353942
leaf_weight=69 53 54 284 66 56 67 52 56 70 54 54 74 93 56 65 53 796 54 92 72 89
leaf_count=69 53 54 284 66 56 67 52 56 70 54 54 74 93 56 65 53 796 54 92 72 89
internal_value=0 0.00684533 0.00879136 0.00554297 0.00118035 0.00640345 0.00473267 0.00935144 0.00700547 0.00780384 0.00729449 0.00804367 0.00906623 0.0135648 0.0078788 0.00948416 0.00675917 0.000739175 0.00368525 0.00826065 0.00354721
internal_weight=0 2326 932 1394 230 1164 174 108 1095 971 917 878 715 149 566 409 863 124 157 356 163
internal_count=2379 2326 932 1394 230 1164 174 108 1095 971 917 878 715 149 566 409 863 124 157 356 163
is_linear=0
shrinkage=0.16829


Tree=6343
num_leaves=22
num_cat=0
split_feature=4 12 2 2 2 0 4 0 4 2 16 0 12 43 156 4 2 484 16 0 4
split_gain=11.2734 4.14325 1.51087 1.44434 1.15472 0.79751 0.752369 0.622271 0.520674 0.610716 0.503493 0.394027 0.27715 0.277071 0.272972 0.211454 0.134617 0.114755 0.0685102 0.0244122 0.0176503
threshold=0.27552000000000004 0.077755000000000005 0.10859000000000001 0.079570000000000016 0.12454500000000002 -0.14216999999999999 0.053255000000000004 -0.12324999999999998 -0.018719999999999997 0.093565000000000023 0.0060650000000000009 -0.10803999999999998 0.10321000000000001 -0.081114999999999979 -0.031569999999999994 0.5137400000000002 0.08920500000000002 0.085845000000000019 -0.076269999999999991 -0.18560999999999997 0.10440500000000001
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 2 3 -1 5 -3 10 -4 -5 -10 12 19 17 -8 -12 -13 -16 -7 -14 -2 -15
right_child=11 4 7 8 -6 6 13 -9 9 -11 14 15 18 20 16 -17 -18 -19 -20 -21 -22
leaf_value=0.00045858353817960633 0.00043467509981464438 0.0014453651712736878 0.00012652504919848806 0.0011342111110291639 0.00056922719393516345 0.0011097561208155712 0.0010223898460566898 0.00057981328347855897 0.0010534303935629031 0.00055270542790432668 0.0011715465531443793 0.00021672533168599832 0.001040773642563697 0.00068877261587691049 0.00081977118749396703 -4.4044262885474918e-05 0.0009717285670859491 0.0012393560352724209 0.00087694806235639111 0.00033129851636417022 0.00078301640554863383
leaf_weight=89 58 56 57 100 55 871 56 79 53 54 54 96 56 57 109 52 169 87 66 52 53
leaf_count=89 58 56 57 100 55 871 56 79 53 54 54 96 56 57 109 52 169 87 66 52 53
internal_value=0 0.000967098 0.000678487 0.000810874 0.0010409 0.00105675 0.00104294 0.000390091 0.000962171 0.000801057 0.00106773 0.000236392 0.00110249 0.000831833 0.000954552 0.000124866 0.000912275 0.00112156 0.000952435 0.000386126 0.000734501
internal_weight=0 2121 432 296 1689 1634 1578 136 207 107 1412 258 1080 166 332 148 278 958 122 110 110
internal_count=2379 2121 432 296 1689 1634 1578 136 207 107 1412 258 1080 166 332 148 278 958 122 110 110
is_linear=0
shrinkage=0.0032998


Tree=6344
num_leaves=12
num_cat=0
split_feature=10 402 1213 9 16 123 40 13 42 13 42
split_gain=0.429397 0.186761 0.179713 0.154217 0.148962 0.127257 0.170471 0.17845 0.202583 0.135477 0.0864572
threshold=0.058500000000000003 0.095250000000000015 -0.12077499999999998 -1.0000000180025095e-35 -0.082739999999999994 0.084995000000000015 -0.0086349999999999986 -0.066659999999999983 1.0000000180025095e-35 -0.07236999999999999 0.086700000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -5 9 -9 -8 -7
right_child=-2 4 3 5 -6 10 7 8 -10 -11 -12
leaf_value=0.015084844871477677 -0.008965704541032269 0.0059014442903552906 -0.0033810824824515905 0.013630633367739927 0.015850866712170276 0.0050010965038766002 0.0070121389107493685 0.0053562603415297757 -0.001260741303854311 0.014817776647481455 -0.0043066584268050849
leaf_weight=59 53 75 52 84 101 57 785 833 155 69 56
leaf_count=59 53 75 52 84 101 57 785 833 155 69 56
internal_value=0 0.00634011 0.00590695 0.00564713 0.0116213 0.00587825 0.00620035 0.00586053 0.00431635 0.00764491 0.000372505
internal_weight=0 2326 2150 2091 176 2039 1926 1842 988 854 113
internal_count=2379 2326 2150 2091 176 2039 1926 1842 988 854 113
is_linear=0
shrinkage=0.16829


Tree=6345
num_leaves=11
num_cat=0
split_feature=2 16 14 0 16 11 159 2 484 1
split_gain=0.317504 0.17114 0.206083 0.205504 0.142847 0.203482 0.185656 0.204473 0.194159 0.116866
threshold=-0.13811499999999996 0.63113500000000011 -1.0000000180025095e-35 -0.21196999999999996 0.41484500000000007 0.082245000000000013 0.084325000000000025 0.085525000000000004 0.081265000000000018 0.095805000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 -5 -6
right_child=1 -3 3 4 9 -7 7 -9 -10 -11
leaf_value=0.017603633029425046 0.013106541177659106 -0.0037398356122436615 -0.0028206250912030397 0.0054958213066846704 0.0052625241965300884 -0.0052911308451003827 -0.0065812914929282967 0.0039675457771168625 0.012137128685075826 0.015919154263001133
leaf_weight=60 95 59 89 1449 54 52 69 211 137 65
leaf_count=60 95 59 89 1449 54 52 69 211 137 65
internal_value=0 0.00518785 0.00542582 0.00508176 0.00542791 0.00507515 0.00536499 0.00136159 0.00607064 0.0110985
internal_weight=0 2280 2221 2126 2037 1918 1866 280 1586 119
internal_count=2340 2280 2221 2126 2037 1918 1866 280 1586 119
is_linear=0
shrinkage=0.16829


Tree=6346
num_leaves=22
num_cat=0
split_feature=4 3 3 4 3 16 40 14 16 156 15 3 158 4 456 13 49 16 42 42 3
split_gain=7.34634 2.89574 1.46094 0.910783 0.644209 0.601829 0.545754 0.425999 0.469313 0.401981 0.354581 0.268014 0.253307 0.384042 0.318698 0.247281 0.332842 0.228895 0.182365 0.14644 0.0860388
threshold=0.30163500000000004 -0.065259999999999999 0.25468500000000005 -0.37626499999999991 -0.082634999999999986 -0.0096099999999999988 -0.026419999999999996 -0.10708499999999999 -0.50327499999999992 -0.031569999999999994 -0.035449999999999988 0.088465000000000002 0.084905000000000022 0.053255000000000004 0.088355000000000003 -0.083584999999999979 -0.011779999999999997 -0.13644999999999999 0.087755000000000014 0.088655000000000025 -0.015259999999999998
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 9 3 -3 -2 6 -5 -6 -9 -1 -7 20 13 14 15 19 -17 -15 -14 -11 -8
right_child=4 2 -4 5 7 10 11 8 -10 12 -12 -13 18 17 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0014143786572071259 0.0008068623084311594 0.0012763316126299608 0.00038261804331289091 0.00075695659828827226 0.00067386951423864994 0.00088960802189055335 0.001099153915721001 0.00050128394560532521 0.00011065255001737751 0.001202018303585404 0.00055880827614929283 0.00090745285681407141 0.001407645766264617 0.0011289501127572257 0.0014335770284302201 0.00087724355034824093 0.0011529402508884043 0.00084145288231614996 0.0011759110318405133 0.0013666247499239934 0.0012893144507456532
leaf_weight=82 65 83 53 74 54 71 58 75 61 238 72 55 85 61 52 52 776 63 71 84 55
leaf_count=82 65 83 53 74 54 71 58 75 61 238 72 55 85 61 52 52 776 63 71 84 55
internal_value=0 0.00111631 0.000902966 0.000961819 0.000522693 0.000893923 0.000994602 0.000425292 0.000326333 0.00118736 0.000723298 0.00109907 0.00117478 0.00115974 0.00117792 0.00116633 0.00113567 0.000983167 0.0013024 0.00124507 0.00119202
internal_weight=0 2085 521 468 255 385 242 190 136 1564 143 168 1482 1326 1202 1150 828 124 156 322 113
internal_count=2340 2085 521 468 255 385 242 190 136 1564 143 168 1482 1326 1202 1150 828 124 156 322 113
is_linear=0
shrinkage=0.0032998


Tree=6347
num_leaves=19
num_cat=0
split_feature=1 3 39 14 1 3 43 16 12 51 13 12 1 16 160 12 43 12
split_gain=28.0666 7.92892 2.85168 1.92503 1.29777 0.913633 0.865713 0.667569 0.501542 0.487459 0.439124 0.404765 0.262038 0.285745 0.400348 0.193873 0.221196 0.0985696
threshold=0.10335000000000001 -0.06340999999999998 0.081875000000000017 0.062655000000000016 0.12072500000000001 0.091170000000000015 -0.070049999999999987 -0.41163499999999992 -1.0000000180025095e-35 -0.04652499999999999 -0.33260499999999998 0.11769500000000001 0.090785000000000018 0.25032500000000008 -0.52742999999999995 0.090905000000000014 -0.066864999999999994 0.094410000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 8 11 -6 -2 -3 -9 -8 12 13 14 -1 -14 -17 -15
right_child=1 4 -4 -5 6 -7 10 9 -10 -11 -12 -13 15 17 -16 16 -18 -19
leaf_value=0.0025027068374756786 0.0015377779168805072 0.0010345980381610948 0.0015890090810615567 0.0027598225384009643 0.00050820395089617391 0.0018396311266528453 0.00078771746588944525 0.0017842122351277804 0.001409371005647932 0.0022039039920486226 0.0011699079326551788 0.0018930077956442893 0.0019031418671941764 0.001930323730997206 0.0022012988067567525 0.0023046846487025994 0.0020303127556173216 0.0021362534755640741
leaf_weight=52 53 80 97 59 66 98 69 65 78 59 64 57 59 55 1125 55 89 60
leaf_count=52 53 80 97 59 66 98 69 65 78 59 64 57 59 55 1125 55 89 60
internal_value=0 0.00127944 0.00214075 0.00217204 0.0009961 0.002151 0.000818284 0.00185072 0.00121984 0.00198419 0.000971894 0.00217064 0.0021812 0.00219896 0.00221464 0.00206804 0.00213535 0.00203807
internal_weight=0 534 1806 1709 357 1650 199 177 158 124 133 1552 1495 1292 1177 203 144 115
internal_count=2340 534 1806 1709 357 1650 199 177 158 124 133 1552 1495 1292 1177 203 144 115
is_linear=0
shrinkage=0.0032998


Tree=6348
num_leaves=16
num_cat=0
split_feature=1420 13 10 39 1 474 0 0 130 481 4 1375 159 13 158
split_gain=0.174266 0.185157 0.244686 0.21411 0.186935 0.237265 0.237319 0.281586 0.184371 0.157973 0.141497 0.132444 0.132798 0.261131 0.174051
threshold=-0.069964999999999986 -0.011834999999999998 -0.005834999999999999 0.094675000000000009 0.12608000000000003 0.085070000000000021 0.12212000000000002 -0.00077999999999999999 0.0084900000000000028 -0.087424999999999989 0.26665000000000005 -0.068444999999999992 -0.085534999999999986 -0.081934999999999994 0.10654500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 10 9 -4 -3 -11 13 -13 -14
right_child=1 3 8 -5 -6 -7 -8 -9 -10 11 -12 12 14 -15 -16
leaf_value=0.015047830399188172 0.017704417638600371 0.0065680800870787917 -0.0014389527837190279 -0.0053345010794679393 0.014897464986417813 -0.0051594875635133557 0.016449509311928016 -0.0069028996088987835 0.016463210494053856 0.014728120132509674 -0.0023569270725875193 0.018958279795050947 0.0055425104647479802 0.0046783230996556222 0.014214980577221013
leaf_weight=72 68 556 61 56 55 63 53 54 60 65 55 71 905 75 71
leaf_count=72 68 556 61 56 55 63 53 54 60 65 55 71 905 75 71
internal_value=0 0.00661704 0.0078433 0.0047234 0.00539929 0.0047281 0.00559818 0.00473063 0.00732927 0.00688869 0.00576174 0.00731817 0.00688729 0.011635 0.00617524
internal_weight=0 2268 1376 892 836 781 718 665 1308 1248 611 1187 1122 146 976
internal_count=2340 2268 1376 892 836 781 718 665 1308 1248 611 1187 1122 146 976
is_linear=0
shrinkage=0.16829


Tree=6349
num_leaves=20
num_cat=0
split_feature=2 13 39 2 13 51 2 39 2 1375 52 52 151 157 43 2 2 130 13
split_gain=0.185389 0.134832 0.200046 0.152252 0.382594 0.199458 0.134719 0.11237 0.265503 0.147546 0.16643 0.168562 0.146227 0.144368 0.148371 0.102853 0.203388 0.136341 0.123026
threshold=-0.13811499999999996 -0.011834999999999998 0.094675000000000009 0.064660000000000009 0.0028150000000000002 0.11893500000000001 0.15020000000000003 0.085155000000000022 0.097070000000000004 -0.029589999999999995 -0.0093349999999999978 -0.020049999999999995 -0.084304999999999977 -0.063304999999999986 -0.082144999999999982 0.10859000000000001 0.11404000000000002 -0.060079999999999988 -0.0042499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 15 7 9 -9 -2 11 12 -11 -12 -15 17 -17 -5 -19
right_child=1 2 -4 5 -6 -7 -8 8 -10 10 13 -13 -14 14 -16 16 -18 18 -20
leaf_value=0.014971664607835082 0.013260120110902517 -0.010912180943842966 -0.0062613163406402489 0.013800358766630789 0.007956016285306778 0.015472271975092919 0.014475559001035556 0.019671918364778249 0.0035048080841073243 -0.0036534175961083046 0.014806067705226933 -0.0065801352254869095 0.0054903366481521996 -0.0016644942698159366 0.0067443773488903231 -0.0077442148748049795 0.0051636314796092951 -0.00053659790551020066 0.0062568502980654833
leaf_weight=60 69 58 52 54 64 52 58 55 61 61 57 52 259 65 654 52 103 95 359
leaf_count=60 69 58 52 54 64 52 58 55 61 61 57 52 259 65 654 52 103 95 359
internal_value=0 0.00547626 0.00385248 0.00448296 -0.000999384 0.00542093 0.00651274 0.00616492 0.0111857 0.00568488 0.00522801 0.00229403 0.00374169 0.00663219 0.00598169 0.00462987 0.000821666 0.00578829 0.00483136
internal_weight=0 2280 889 837 122 715 1391 1333 116 1217 1148 372 320 776 719 663 155 508 454
internal_count=2340 2280 889 837 122 715 1391 1333 116 1217 1148 372 320 776 719 663 155 508 454
is_linear=0
shrinkage=0.16829


Tree=6350
num_leaves=19
num_cat=0
split_feature=1 1 150 14 4 3 4 3 3 43 49 13 3 3 49 13 47 43
split_gain=10.1104 2.61656 1.90755 0.872644 0.857552 0.695647 0.675525 0.673648 0.573205 0.521877 0.393835 0.356297 0.725673 0.273912 0.184808 0.119158 0.110822 0.0607213
threshold=0.12007000000000002 0.09202500000000001 1.0000000180025095e-35 0.062655000000000016 -0.49432999999999994 -0.049204999999999992 0.36766000000000004 -0.11197999999999998 -0.11128999999999999 -0.072864999999999985 -0.07107999999999999 -0.00067499999999999993 -0.041784999999999996 0.085315000000000016 0.12497000000000001 -0.33260499999999998 0.083310000000000009 -0.049364999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -2 8 -6 -3 -7 -4 12 17 14 16 -11 -9 -10
right_child=5 2 10 -5 7 9 -8 13 11 15 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0015595863041161012 0.00071583664557478565 0.0013704398216342491 0.00075027340590307805 0.0015790538762429768 0.00087153408575312073 4.5373728206831452e-05 0.00074074226566413475 0.0011932914885836681 0.0011413563619885041 0.00033652002993978094 0.0003923175991929485 0.0012235928131122604 0.00063381212682844953 0.00094876492829363884 0.00099908100745510768 0.00054034621986726451 0.0013175145099790183 0.0009928912933736822
leaf_weight=64 67 72 81 64 80 53 66 1193 88 66 58 81 54 53 53 62 90 54
leaf_count=64 67 72 81 64 80 53 66 1193 88 66 58 81 54 53 53 62 90 54
internal_value=0 0.00113202 0.000936329 0.00119988 0.00118403 0.000428159 0.0010485 0.00116765 0.0011066 0.000321475 0.000601164 0.0010379 0.000960979 0.00118468 0.00119401 0.000435524 0.00120203 0.00108515
internal_weight=0 2151 554 1597 1533 248 415 1469 349 181 139 277 196 1389 1336 128 1283 142
internal_count=2399 2151 554 1597 1533 248 415 1469 349 181 139 277 196 1389 1336 128 1283 142
is_linear=0
shrinkage=0.0032998


Tree=6351
num_leaves=21
num_cat=0
split_feature=4 2 12 4 4 41 150 4 2 2 2 2 2 474 42 133 52 13 12 133
split_gain=10.901 3.87304 2.1831 2.00368 1.00058 0.600949 0.501645 0.375346 0.324156 0.339911 0.196668 0.192565 0.178451 0.340683 0.204106 0.185337 0.215489 0.131134 0.0804325 0.0763089
threshold=0.36766000000000004 0.13388500000000003 0.054520000000000006 -0.053824999999999991 -0.0037299999999999994 1.0000000180025095e-35 0.084925000000000014 0.053255000000000004 0.13538500000000001 0.10045500000000002 0.090225000000000014 0.096685000000000007 0.09036000000000001 0.085295000000000024 0.08400500000000001 0.078935000000000019 -0.14816999999999997 -0.0024349999999999992 0.097510000000000013 0.09116500000000001
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 2 3 11 -5 7 17 12 9 -2 -9 -1 13 14 -4 16 -14 -6 -17 -12
right_child=8 -3 5 4 6 -7 -8 10 -10 -11 19 -13 15 -15 -16 18 -18 -19 -20 -21
leaf_value=0.001152088772746794 0.00031322250663935432 0.00047509531520492041 0.0013117591840846412 0.00048648556421239533 0.00092018269686552337 0.0015144235930796023 0.00065060628931161684 0.00091513229029299215 0.00022302408920642848 0.00061462189516289453 0.0012292324820407984 0.0014182371534268009 0.0012374857346253878 0.0010448064916033619 0.0012096282236745126 0.001192078645867168 0.0010312661063434268 0.0011500124299774139 0.0013494030109656777 0.0010487990148778455
leaf_weight=66 75 95 431 91 54 68 53 71 81 91 57 58 85 91 456 133 173 60 55 55
leaf_count=66 75 95 431 91 54 68 53 71 81 91 57 58 85 91 456 133 173 60 55 55
internal_value=0 0.00112712 0.00115722 0.000931714 0.000765692 0.00120863 0.000917624 0.00119567 0.00039497 0.00047866 0.00105352 0.00127686 0.00121391 0.00123937 0.00125929 0.00115799 0.00109934 0.00104145 0.00123829 0.00114094
internal_weight=0 2152 2057 382 258 1675 167 1607 247 166 183 124 1424 978 887 446 258 114 188 112
internal_count=2399 2152 2057 382 258 1675 167 1607 247 166 183 124 1424 978 887 446 258 114 188 112
is_linear=0
shrinkage=0.0032998


Tree=6352
num_leaves=17
num_cat=0
split_feature=1 11 3 0 16 3 0 4 4 1 15 1186 3 1456 1209 1
split_gain=0.415041 0.300739 0.299802 0.276695 0.52387 0.254802 0.246373 0.305547 0.226846 0.220949 0.184464 0.0971896 0.0921761 0.0843218 0.0847274 0.0749247
threshold=0.13075500000000004 0.079915000000000014 -0.18766499999999997 -0.11169999999999998 -0.0092499999999999978 -0.12595999999999999 -0.15385999999999997 0.098655000000000007 0.51224500000000017 0.13869000000000004 -0.083359999999999976 0.021560000000000003 -0.00079499999999999981 0.091180000000000011 0.082105000000000011 0.092810000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 10 -8 9 -2 -1 12 13 14 -7 -14
right_child=8 2 -4 5 -6 11 7 -9 -10 -11 -12 -13 15 -15 -16 -17
leaf_value=0.0045104693965249531 0.0016230172786457309 0.0063673787126234125 0.021664639186053485 -0.0023329188240152148 -0.012642474401008004 0.0061071947313673146 -0.0091360821206589709 0.007148832910401616 0.006716058541447154 -0.012879976963527166 0.017960879140003355 0.014361000401420795 0.0077499320654997733 0.01310410324385303 0.010497170914908793 0.016420708978142705
leaf_weight=66 56 73 73 80 60 1317 59 73 59 63 52 55 63 58 139 53
leaf_count=66 56 73 73 80 60 1317 59 73 59 63 52 55 63 58 139 53
internal_value=0 0.00663617 0.0140283 0.00611519 0.00147079 0.0069299 0.00486516 -0.00011642 -0.00180174 -0.00603994 0.010453 0.00737074 0.00713377 0.00678066 0.00652753 0.0117271
internal_weight=0 2221 146 2075 310 1765 250 132 178 119 118 1685 1630 1514 1456 116
internal_count=2399 2221 146 2075 310 1765 250 132 178 119 118 1685 1630 1514 1456 116
is_linear=0
shrinkage=0.16829


Tree=6353
num_leaves=20
num_cat=0
split_feature=43 1 4 1 475 160 1453 43 4 1 42 13 52 1 52 475 156 2 42
split_gain=0.387212 0.259465 0.225955 0.229885 0.360541 0.385243 0.26823 0.207478 0.219518 0.157185 0.156397 0.132866 0.132795 0.12251 0.118804 0.110308 0.0942397 0.0859602 0.0989257
threshold=-0.50761499999999993 0.13075500000000004 -0.21586499999999997 0.080270000000000022 -0.072689999999999991 0.075825000000000017 -0.065549999999999983 -0.072864999999999985 0.50113000000000019 0.10962000000000001 0.077855000000000021 -0.086219999999999977 0.11037500000000001 0.10141500000000002 -0.15824499999999997 -0.084169999999999981 0.087380000000000013 0.08542000000000001 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 6 -5 9 -4 -3 -9 12 -11 17 -6 -7 -2 -13 -17 -8 -19
right_child=1 7 3 4 5 13 11 8 -10 10 -12 15 -14 -15 -16 16 -18 18 -20
leaf_value=0.019099201482150444 0.0061002586761545827 -0.0097658047948774637 -0.0056525944187292999 -0.0070526656226171094 0.0024274143636655639 0 0.0052839850717344428 -0.0042257414738044903 0.010191640945218442 0.0044264591085214069 0.015072546484188761 0.012451565298401433 0.01006832684656497 -0.011326126274795963 0.01471517699788704 0.0056225709769697728 -0.0014558323751532132 0.01785906378136241 0.0094001504307653829
leaf_weight=54 84 58 52 99 356 56 81 64 56 75 83 63 79 52 101 736 57 56 137
leaf_count=54 84 58 52 99 356 56 81 64 56 75 83 63 79 52 101 736 57 56 137
internal_value=0 0.00467359 0.00518112 0.00465451 0.00244773 0.003792 0.00614659 -0.00149513 0.0024874 0.00547716 0.0100304 0.00669115 0.0038192 -0.00544413 0.0108133 0.00565383 0.00511152 0.00992527 0.0118639
internal_weight=0 2345 2167 1982 800 701 1182 178 120 593 158 1130 435 108 185 856 793 274 193
internal_count=2399 2345 2167 1982 800 701 1182 178 120 593 158 1130 435 108 185 856 793 274 193
is_linear=0
shrinkage=0.16829


Tree=6354
num_leaves=24
num_cat=0
split_feature=2 12 3 2 2 12 2 16 3 16 159 16 41 3 3 16 51 159 484 128 130 16 3
split_gain=11.0704 6.06069 2.07984 1.75947 1.20981 0.803945 0.504627 0.493881 0.549855 0.635912 0.487912 0.551816 0.453351 0.445263 0.40962 0.25392 0.215128 0.147549 0.165315 0.139205 0.14611 0.122539 0.116081
threshold=0.13290500000000002 0.077755000000000005 0.11745500000000002 -1.0000000180025095e-35 0.17000000000000001 0.090175000000000019 0.10859000000000001 -0.24900499999999998 -0.15680499999999997 0.0086100000000000013 0.081925000000000012 -0.013024999999999998 0.075585000000000013 -0.097574999999999981 -0.00079499999999999981 0.070130000000000012 -0.035439999999999992 -0.085534999999999986 -0.077774999999999983 1.0000000180025095e-35 0.091285000000000019 -0.0093349999999999978 -0.079594999999999985
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=1 2 3 -1 14 12 10 -7 -9 19 11 -5 13 -3 -2 -11 21 -18 -19 20 -10 -15 -17
right_child=4 5 -4 6 -6 7 -8 8 9 15 -12 -13 -14 16 -16 22 17 18 -20 -21 -22 -23 -24
leaf_value=0.00072846031716660331 0.0008592883798924525 0.0012082434070916522 0.00057269258688990427 0.0010761827938976546 9.2715276539372913e-05 0.0011030126043107995 0.0010223906358363441 0.0016971122869355838 0.0014450267978067927 0.0010187078995661676 0.0016023583522794599 0.0014411606510016488 0.0017903166707432204 0.0017669431032779881 0.00047917733713283278 0.0013735707281143771 0.0016369151857582656 0.0013310113905782128 0.0014934219741692895 0.0015893086274373154 0.0012839908731891569 0.0015416565260425968 0.0012034692243238967
leaf_weight=94 65 58 90 102 56 72 85 60 334 52 53 83 60 53 60 88 68 85 478 60 81 62 100
leaf_count=94 65 58 90 102 56 72 85 60 334 52 53 83 60 53 60 88 68 85 478 60 81 62 100
internal_value=0 0.00134554 0.00102842 0.00112669 0.000496502 0.00143949 0.00124248 0.00136681 0.00139127 0.00136555 0.00132093 0.00124012 0.0015107 0.00148978 0.000677117 0.0012261 0.00151163 0.00148712 0.00146896 0.00143594 0.00141368 0.00164579 0.00128328
internal_weight=0 2218 507 417 181 1711 323 847 775 715 238 185 864 804 125 240 746 631 563 475 415 115 188
internal_count=2399 2218 507 417 181 1711 323 847 775 715 238 185 864 804 125 240 746 631 563 475 415 115 188
is_linear=0
shrinkage=0.0032998


Tree=6355
num_leaves=23
num_cat=0
split_feature=1 52 2 2 39 2 2 13 12 150 0 52 12 157 1455 4 16 13 2 2 52 0
split_gain=9.89189 2.62479 1.60623 1.03513 0.709485 0.57351 0.527882 0.446995 0.300813 0.292194 0.35328 0.306141 0.266988 0.191748 0.161562 0.17132 0.0998553 0.0858545 0.193954 0.0916969 0.0818046 0.0467081
threshold=0.10538500000000002 -0.29521499999999995 1.0000000180025095e-35 -1.0000000180025095e-35 0.081875000000000017 0.13880500000000004 0.091955000000000023 -0.08533499999999998 -1.0000000180025095e-35 0.10781 -0.14989499999999997 0.40674500000000008 0.054520000000000006 0.014805 1.0000000180025095e-35 0.0051600000000000005 -0.15135499999999999 -0.05176999999999999 0.099675000000000014 0.094720000000000013 0.033770000000000008 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 8 9 -7 -4 10 -1 14 -8 17 15 -12 -10 19 -19 -14 -20 -21
right_child=1 2 5 -5 -6 7 12 -9 16 -11 11 -13 13 -15 -16 -17 -18 18 20 21 -22 -23
leaf_value=0.0014208835460632657 0.0012831002010065336 0.0005789192907263177 0.00029235158595526694 0.0011311207004134703 0.00085831302459779275 -2.8882724501638522e-05 0.0009044371196287711 0.0003869287903250717 0.00068696735887197632 0.00095022893023290515 0.0011973260207784374 0.00093392588833141413 0.00099478216944569038 0.0012859959510764878 0.0013487035660986525 0.0010162809501607674 0.0004952237016328261 0.0011591930539990082 0.00087464337696596217 0.0012146221713674316 0.0010431539034483285 0.0010965677701101162
leaf_weight=75 56 95 55 61 99 52 96 61 59 55 838 52 52 54 74 64 64 77 77 90 60 80
leaf_count=75 56 95 55 61 99 52 96 61 59 55 838 52 52 54 74 64 64 77 77 90 60 80
internal_value=0 0.000609207 0.000524703 0.00079507 0.00113147 0.000379642 0.00114696 0.00019527 0.00049649 0.00118806 0.00119989 0.00118373 0.00106567 0.00109718 0.001197 0.00118452 0.000587485 0.00107372 0.0010246 0.0011209 0.000948701 0.00115927
internal_weight=0 503 447 156 1843 291 1744 113 178 1158 1103 1028 586 490 976 902 123 436 214 222 137 170
internal_count=2346 503 447 156 1843 291 1744 113 178 1158 1103 1028 586 490 976 902 123 436 214 222 137 170
is_linear=0
shrinkage=0.0032998


Tree=6356
num_leaves=19
num_cat=0
split_feature=2 14 3 12 2 49 41 1456 130 42 3 1 42 1 1213 3 12 1
split_gain=0.369551 0.262603 0.240523 0.207898 0.179167 0.160078 0.140285 0.13667 0.118857 0.10719 0.201469 0.17164 0.118154 0.27829 0.10172 0.087648 0.0757885 0.16117
threshold=0.12551500000000002 -0.10708499999999999 -0.060614999999999995 0.082165000000000016 0.11657500000000001 0.0093850000000000027 0.077565000000000009 -0.16130999999999998 0.10383500000000001 0.087420000000000012 0.077930000000000013 0.10638500000000002 -0.011764999999999999 0.094165000000000013 -0.080614999999999978 0.096440000000000012 -0.081314999999999985 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 6 9 7 -5 14 10 12 15 -3 -14 -9 -12 -4 -18
right_child=2 3 16 4 -6 -7 -8 8 -10 -11 11 -13 13 -15 -16 -17 17 -19
leaf_value=0.017864905006425243 0.0087411273088205503 0.0056173550745644294 0.0013940862377014999 -0.0012808304644964803 0.016930410683747441 -0.0032956344925530825 -0.0016191578002292312 0.0043740322432560966 0.00063011936383905378 0.011071739843521763 0.0081773502010319722 0.014718663527991435 0.0044879754276537153 -0.012741630892520013 0.008436534173357579 -0.0014787481198206898 -0.00024996142132572213 -0.012954222821624301
leaf_weight=57 58 53 53 52 52 88 53 208 69 62 54 60 53 53 1155 52 60 54
leaf_count=57 58 53 53 52 52 88 53 208 69 62 54 60 53 53 1155 52 60 54
internal_value=0 0.00657965 -0.000586032 0.00626712 0.00719146 0.00317117 0.0068608 0.00716487 0.00747281 0.0046463 0.003415 0.00751688 -0.000856168 -0.00410988 0.0078179 0.00342345 -0.00383616 -0.00628353
internal_weight=0 2121 225 2064 1589 475 1537 1484 1432 387 325 166 159 106 1363 106 167 114
internal_count=2346 2121 225 2064 1589 475 1537 1484 1432 387 325 166 159 106 1363 106 167 114
is_linear=0
shrinkage=0.16829


Tree=6357
num_leaves=23
num_cat=0
split_feature=3 42 1 16 2 15 3 160 40 151 50 160 12 151 49 3 3 3 12 50 12 52
split_gain=0.257829 0.36345 0.296708 0.191268 0.350141 0.185423 0.185154 0.173639 0.171707 0.150537 0.169226 0.218436 0.178295 0.14565 0.125947 0.120989 0.106135 0.104048 0.0894802 0.0589681 0.0435861 0.0429891
threshold=-0.065259999999999999 0.11799500000000002 0.093575000000000019 0.024125000000000004 0.10613000000000002 -0.090554999999999983 0.011825000000000002 0.051820000000000005 -0.080684999999999993 0.084350000000000008 1.0000000180025095e-35 -0.53327999999999987 0.077755000000000005 -0.029339999999999995 -0.046739999999999997 0.081640000000000004 -0.14443999999999999 -0.049204999999999992 0.084845000000000018 0.10803500000000001 0.090840000000000018 0.26746000000000009
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 9 7 5 -5 6 8 15 -4 10 11 -1 -13 -7 -14 17 -16 -2 -12 20 -20 -21
right_child=2 -3 3 4 -6 13 -8 -9 -10 -11 18 12 14 -15 16 -17 -18 -19 19 21 -22 -23
leaf_value=-0.0059142356972726141 0.0017882503744793827 0.017672255292174525 0.0028018619976425798 0.015647000768418764 -0.003129663023395934 -0.0010072795186042013 0.0060781078504323948 0.01500833679678814 -0.010607318251904793 0.014347999110121643 0.014295980780488523 -0.0048503315605943082 -0.0012657480233172805 -0.012642617480021597 0.010513438464008257 -0.00078724908087073769 0.0050954651653483231 0.011629482890621778 0.0072396006598712762 0.0017988779316663493 0.013289249633073694 0.0077858851699940598
leaf_weight=57 52 73 52 52 61 54 94 56 56 53 62 52 78 71 117 78 868 75 91 72 56 66
leaf_count=57 52 73 52 52 61 54 94 56 56 53 62 52 78 71 117 78 868 75 91 72 56 66
internal_value=0 0.00605296 0.00219402 -0.000468762 0.00549503 -0.00253514 0.000609055 0.00668988 -0.00413441 0.00551225 0.00520277 0.00423318 0.00475354 -0.00763052 0.00522503 0.00440876 0.00574085 0.00761415 0.00847241 0.00719923 0.00955645 0.00467525
internal_weight=0 1645 701 440 113 327 202 261 108 1572 1519 1172 1115 125 1063 205 985 127 347 285 147 138
internal_count=2346 1645 701 440 113 327 202 261 108 1572 1519 1172 1115 125 1063 205 985 127 347 285 147 138
is_linear=0
shrinkage=0.16829


Tree=6358
num_leaves=19
num_cat=0
split_feature=12 3 43 3 3 43 124 3 49 11 52 11 3 52 130 52 52 156
split_gain=5.10683 1.58103 1.76648 0.912026 0.831737 0.756833 1.17888 0.512921 0.633381 0.378002 0.573095 0.426673 0.162445 0.40688 0.162946 0.0965452 0.150746 0.120098
threshold=0.023990000000000004 0.31343500000000007 -0.031974999999999996 -0.059629999999999996 0.11745500000000002 -0.095564999999999983 -0.081324999999999981 0.077930000000000013 -0.016709999999999999 0.085630000000000026 -0.068499999999999991 1.0000000180025095e-35 -0.096749999999999989 -0.029219999999999999 0.093505000000000019 -0.025904999999999994 -0.0082999999999999984 0.083635000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 7 -1 -7 -4 -9 11 -11 12 13 -2 15 17 -17 -14
right_child=3 -3 4 -5 -6 6 -8 8 -10 10 -12 -13 14 -15 -16 16 -18 -19
leaf_value=0.00091511504102139742 0.000815395910742638 0.00031495534302397615 0.0008667365009965575 0.00077924472940615257 0.00064367169801888592 0.00069012632794263724 0.00011268664557063068 0.00088286500306038272 0.0013366645700115119 0.0011390665894847208 0.00066755267005801056 0.0013637266502739877 0.0011484594185562226 0.0011596762923450083 0.00098924196413172809 0.00099113249539686029 0.001128302026237625 0.0013221704157305753
leaf_weight=52 70 84 102 100 72 95 65 53 94 61 53 75 211 83 102 103 812 59
leaf_count=52 70 84 102 100 72 95 65 53 94 61 53 75 211 83 102 103 812 59
internal_value=0 0.000736411 0.000802765 0.00108632 0.000957307 0.000568599 0.000455762 0.00104786 0.00117329 0.00110515 0.000920163 0.00111905 0.00110628 0.00100239 0.0011186 0.00112971 0.0011129 0.00118655
internal_weight=0 617 533 1729 321 212 160 249 147 1629 114 1515 1440 153 1287 1185 915 270
internal_count=2346 617 533 1729 321 212 160 249 147 1629 114 1515 1440 153 1287 1185 915 270
is_linear=0
shrinkage=0.0032998


Tree=6359
num_leaves=18
num_cat=0
split_feature=2 2 159 148 2 133 456 456 42 51 159 42 155 42 2 133 42
split_gain=0.234192 0.153918 0.1264 0.145732 0.1337 0.117653 0.108675 0.143617 0.109179 0.116095 0.130721 0.0931561 0.0914079 0.0521846 0.100737 0.0345688 0.0128073
threshold=0.12551500000000002 0.11923000000000002 0.10285000000000001 -0.043434999999999994 0.081110000000000015 0.082410000000000011 0.060100000000000008 0.089235000000000023 0.097935000000000008 0.10055500000000002 -0.039019999999999992 0.11623000000000001 0.11245500000000001 0.096190000000000012 0.14307 0.048520000000000008 0.12065500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 13 8 -8 9 12 -11 -10 -5 14 -2 -6 -13
right_child=5 -3 4 6 15 -7 7 -9 11 10 -12 16 -14 -15 -16 -17 -18
leaf_value=-0.0030024752934021313 0.00059473783196728762 0.014433599977337347 0.0025424767019829727 0.0043154714613679798 0.015501774573789659 0.0065921530734327962 0.015100424254228004 0.0041564458953368081 0.011959531915471801 0.0049180715779382298 -0.0061497409957886866 0.002902512218875824 0.011402523950704241 0.0018346786381876672 -0.0092174489883352466 0.0095032578521271095 0.0066892316127237575
leaf_weight=66 57 52 53 1316 63 53 68 69 101 58 63 54 54 54 61 52 52
leaf_count=66 57 52 53 1316 63 53 68 69 101 58 63 54 54 54 61 52 52
internal_value=0 0.00537148 0.00514285 0.00474994 0.00957813 -0.00033119 0.00502976 0.00960161 0.00465983 0.0041546 -0.000829661 0.00829025 0.00459613 -0.00247499 -0.00446244 0.012805 0.0047771
internal_weight=0 2121 2069 1901 168 225 1835 137 1698 1491 121 207 1370 172 118 115 106
internal_count=2346 2121 2069 1901 168 225 1835 137 1698 1491 121 207 1370 172 118 115 106
is_linear=0
shrinkage=0.16829


Tree=6360
num_leaves=13
num_cat=0
split_feature=3 9 1447 11 4 1 4 51 3 132 1186 40
split_gain=0.563143 0.258106 0.212213 0.169482 0.467673 0.248487 0.243036 0.160978 0.122258 0.120402 0.103405 0.0759862
threshold=0.31534000000000006 -1.0000000180025095e-35 -0.084894999999999984 0.085155000000000022 -0.1075 0.076010000000000008 -0.095209999999999975 -1.0000000180025095e-35 -0.085289999999999991 -0.089024999999999979 0.062435000000000011 -0.082294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 -4 -5 -7 -3 -6 11 -11
right_child=-2 2 3 6 9 7 -8 -9 -10 10 -12 -13
leaf_value=-0.0065139065617734367 -0.010848663182450995 -0.0079904110156877386 0.0049057021442753049 -0.00927369256058856 0.010364165207825075 0.011776234701450266 0.0067674502082926196 0.024700338506978576 0.0028865675350232558 0.010105252081422125 -0.0025593462915007039 0.00429814078535176
leaf_weight=60 71 56 58 55 98 53 52 58 61 67 60 1595
leaf_count=60 71 56 58 55 98 53 52 58 61 67 60 1595
internal_value=0 0.00436473 0.00466049 0.00505012 0.0054013 0.0138751 -0.00146121 0.0185456 -0.00230415 0.00461347 0.00428515 0.00453332
internal_weight=0 2273 2213 2096 1989 169 107 111 117 1820 1722 1662
internal_count=2344 2273 2213 2096 1989 169 107 111 117 1820 1722 1662
is_linear=0
shrinkage=0.16829


Tree=6361
num_leaves=32
num_cat=0
split_feature=1 12 4 2 2 2 4 15 4 133 13 12 4 15 52 13 52 4 15 15 13 2 133 1210 51 4 133 13 2 12 2
split_gain=6.52022 1.21747 1.16033 0.829516 0.985103 0.571898 0.518303 0.399799 0.369049 0.347887 0.252022 0.230744 0.227631 0.227186 0.186941 0.365829 0.171679 0.221127 0.203608 0.138702 0.123939 0.122048 0.177084 0.104459 0.100214 0.231762 0.0871134 0.180616 0.0813228 0.0579305 0.0293903
threshold=0.11869500000000001 0.083885000000000015 0.30163500000000004 -0.0091949999999999983 0.10859000000000001 0.097070000000000004 -0.08916499999999998 -0.097984999999999989 0.10534500000000001 0.082925000000000013 -0.06286499999999999 0.086795000000000011 -0.0045949999999999993 -0.41971499999999995 -0.53454499999999994 0.019675000000000002 0.088185000000000013 0.0082450000000000006 -0.082179999999999989 0.0056700000000000006 -0.077849999999999989 0.083715000000000026 0.087985000000000022 -0.07983999999999998 -0.019539999999999998 0.053010000000000009 -0.0076199999999999992 -0.049744999999999991 0.087575000000000014 0.089435000000000014 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 6 11 -5 -8 -6 12 -2 21 -9 -4 -7 19 17 18 -13 24 29 -3 28 -20 -16 -26 -22 -28 30 -18 -23
right_child=2 5 13 4 8 14 7 9 -10 -11 -12 16 -14 -15 15 -17 20 -19 23 -21 26 22 -24 -25 25 -27 27 -29 -30 -31 -32
leaf_value=0.00038882313198718095 0.00044117555656000823 0.0012009408543752901 0.00026393289501863248 0.0011243485264058647 0.00040701157694233195 0.0010013825741413316 0.0010369379521908094 0.0005258067259122102 0.00075836120609331259 0.00096050421011842563 0.00075872816931784541 0.0011930985346299424 0.00079940141342123891 -9.4387562628807005e-07 0.00091108740042336416 0.00055225877796912209 0.00090370824557182549 0.00083555030804893131 0.0011377915063848249 0.00097956089368917408 0.00072113293125031783 0.001085444583203854 0.00086869239021346637 0.00097435107735404942 0.00058812359406640433 0.00089699943506359853 0.00074017056283159986 0.0010043105230688996 0.0011962774391508445 0.0010577508023111493 0.00098448766422940567
leaf_weight=55 52 63 94 90 70 67 77 69 62 62 59 69 66 56 65 52 60 81 52 75 52 86 57 346 54 54 52 66 53 58 70
leaf_count=55 52 63 94 90 70 67 77 69 62 62 59 69 66 56 65 52 60 81 52 75 52 86 57 346 54 54 52 66 53 58 70
internal_value=0 0.000907896 0.000354399 0.000774536 0.000817235 0.000955837 0.000905959 0.000834096 0.000572306 0.000754634 0.000610282 0.000991791 0.000659825 0.000164811 0.000841609 0.000805809 0.000962225 0.00099708 0.00102502 0.000858831 0.000895782 0.00106681 0.00103491 0.000995794 0.000806288 0.000742888 0.00083731 0.000888208 0.00108007 0.000979723 0.00104037
internal_weight=0 2083 261 551 496 1532 364 274 132 197 111 1165 135 150 367 300 836 548 467 248 288 329 266 398 173 108 170 118 209 118 156
internal_count=2344 2083 261 551 496 1532 364 274 132 197 111 1165 135 150 367 300 836 548 467 248 288 329 266 398 173 108 170 118 209 118 156
is_linear=0
shrinkage=0.0032998


Tree=6362
num_leaves=15
num_cat=0
split_feature=4 3 39 3 0 14 132 4 0 16 0 4 13 0
split_gain=13.265 5.09136 2.0649 1.61516 0.841777 0.764767 0.509063 0.65848 0.9188 0.53924 0.464121 0.326078 0.223021 0.10808
threshold=0.30163500000000004 0.11372500000000001 0.081875000000000017 0.16158000000000003 -0.071844999999999978 0.076175000000000007 0.082150000000000015 -0.42305999999999994 -0.046734999999999992 -0.031434999999999998 -0.10075499999999998 0.054560000000000004 0.039845000000000012 -0.057279999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -4 6 7 12 11 -8 -2 -9 -1 -12
right_child=3 -3 4 -5 -6 -7 9 8 -10 -11 13 -13 -14 -15
leaf_value=0.0020740356594485154 0.0011451610718739443 0.0008895755377711968 0.0015060254993541314 0.00028493379944426157 0.0010118174106717058 0.0020423630552266771 0.0016612505204678652 0.0016945566112602495 0.0012263780677473745 0.0012700953663921191 0.00071096580881572125 0.0015438131673288138 0.0017753132786132123 0.00090986033330736735
leaf_weight=56 75 103 80 52 72 60 84 1268 52 73 60 185 59 65
leaf_count=56 75 103 80 52 72 60 84 1268 52 73 60 185 59 65
internal_value=0 0.00160568 0.00164274 0.000804001 0.00127216 0.00167339 0.00166091 0.00167846 0.0016599 0.0014796 0.000938782 0.00167539 0.00192108 0.000814673
internal_weight=0 2092 1989 252 152 1837 1777 1620 1505 157 200 1453 115 125
internal_count=2344 2092 1989 252 152 1837 1777 1620 1505 157 200 1453 115 125
is_linear=0
shrinkage=0.0032998


Tree=6363
num_leaves=17
num_cat=0
split_feature=3 3 3 3 12 40 1 12 1 132 16 403 12 133 1 3
split_gain=0.49581 0.171855 0.170848 0.158298 0.315416 0.359584 0.216361 0.20975 0.208246 0.131356 0.107483 0.100463 0.122419 0.0708293 0.0631293 0.0397534
threshold=0.31370500000000007 0.12991000000000003 0.10812000000000001 0.077930000000000013 0.083885000000000015 -0.0057599999999999986 0.081540000000000015 0.083325000000000024 0.10846000000000001 -0.092774999999999982 -0.023519999999999996 0.084910000000000013 0.095330000000000012 -0.07218999999999999 0.10672000000000002 -0.0098449999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 15 -6 -5 12 -11 -13 -8 -1
right_child=-2 -3 -4 10 9 6 14 -9 -10 11 -12 13 -14 -15 -16 -17
leaf_value=0.014643040725899876 -0.0081084937987729623 0.013941560394514536 -0.003802807570092812 0.0058973035471235847 0.012603146590521986 0.0064504316647009735 -0.013181367673634486 -0.0071758799799931617 0.00050376399104191982 0.0074461077159926727 0.015871453030955839 0.0050474416039448791 0.0039328279037424479 -0.0021135649617319658 -0.0048141346133430451 0.0081287527011280648
leaf_weight=54 78 67 57 57 88 83 52 52 93 921 68 88 408 70 52 56
leaf_count=54 78 67 57 57 88 83 52 52 93 921 68 88 408 70 52 56
internal_value=0 0.00552901 0.00527187 0.0055142 0.00515241 0.00117479 -0.00324403 0.00118847 0.0063861 0.00626753 0.0113376 0.00589138 0.00636889 0.00186347 -0.00901503 0.011343
internal_weight=0 2266 2199 2142 2017 442 239 135 203 1575 125 1487 1329 158 104 110
internal_count=2344 2266 2199 2142 2017 442 239 135 203 1575 125 1487 1329 158 104 110
is_linear=0
shrinkage=0.16829


Tree=6364
num_leaves=12
num_cat=0
split_feature=3 15 16 15 52 0 3 16 13 150 3
split_gain=0.343103 0.197144 0.200574 0.157715 0.164518 0.151993 0.212619 0.259252 0.183867 0.122563 0.225324
threshold=0.31370500000000007 -0.42075999999999997 -0.42004999999999992 0.12730000000000002 0.51339500000000016 -0.026509999999999995 -0.15680499999999997 0.12292000000000002 0.23637000000000002 0.10846000000000001 -0.015259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 -8 9 10 -3
right_child=-2 3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.0048268687870641324 -0.0067439169822980215 0.0046942993894453465 -0.0094063330717638859 0.012829465702880651 -0.0030318307211477432 0.0072315141054822814 -0.011682660428967602 0.0035340071884665336 0.014358209968747317 -0.00080465669165038719 0.010393984788402597
leaf_weight=56 78 1412 56 70 75 85 60 67 64 92 229
leaf_count=56 78 1412 56 70 75 85 60 67 64 92 229
internal_value=0 0.0045992 -0.00227369 0.0049574 0.00469212 0.00498136 0.000709894 -0.00364082 0.00548429 0.00515554 0.00549078
internal_weight=0 2266 112 2154 2084 2009 212 127 1797 1733 1641
internal_count=2344 2266 112 2154 2084 2009 212 127 1797 1733 1641
is_linear=0
shrinkage=0.16829


Tree=6365
num_leaves=15
num_cat=0
split_feature=10 1 1 41 0 1 0 484 47 0 1 12 16 47
split_gain=0.22374 0.164815 0.210477 0.154555 0.206041 0.156572 0.221459 0.212655 0.141574 0.257475 0.131588 0.114274 0.102964 0.0854458
threshold=-0.092019999999999977 0.13332000000000002 0.12007000000000002 0.083975000000000008 -0.049464999999999988 0.080270000000000022 -0.12608499999999997 0.076210000000000014 0.079855000000000023 -0.071844999999999978 0.078340000000000007 -0.042789999999999988 0.26799500000000004 0.11043500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 9 -7 -6 -3 -12 -10
right_child=1 11 -4 -5 10 8 7 -9 13 -11 12 -13 -14 -15
leaf_value=-0.0058584426212182272 0.015729045754914701 0.0049365272291792229 -0.0040121161985080204 -0.0038364613870451856 0.0041748546256720354 0.0018096262444365341 0.0036232124164068216 0.010522273908814529 0.00932985452783224 -0.010222909278457698 0.016957099080595721 0.01497621971099933 0.0081873985504323805 0.00087213556873816009
leaf_weight=63 53 63 90 64 98 432 927 147 96 57 69 67 87 53
leaf_count=63 53 63 90 64 98 432 927 147 96 57 69 67 87 53
internal_value=0 0.00429523 0.00394566 0.00429035 0.00454885 0.00390213 0.00509559 0.00456917 0.00179113 0.000403387 0.00903572 0.0101247 0.0120778 0.00633346
internal_weight=0 2303 2173 2083 2019 1765 1127 1074 638 489 254 130 156 149
internal_count=2366 2303 2173 2083 2019 1765 1127 1074 638 489 254 130 156 149
is_linear=0
shrinkage=0.16829


Tree=6366
num_leaves=16
num_cat=0
split_feature=0 1 2 3 16 0 12 4 2 52 3 12 403 39 159
split_gain=0.165493 0.290014 0.436287 0.227136 0.221914 0.157917 0.27387 0.197018 0.224335 0.219414 0.217236 0.204292 0.163238 0.163977 0.143181
threshold=-0.13010499999999997 0.089910000000000004 0.11225500000000001 0.11924500000000002 -0.06421499999999998 0.14486500000000005 -0.10853999999999998 -0.17689999999999997 0.09678500000000001 -0.54822499999999985 -0.10468499999999999 0.098400000000000015 -0.52374999999999983 0.091820000000000013 -0.4516099999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -2 8 -8 -10 11 -9 -12 14 -14
right_child=5 2 3 -5 -6 -7 7 10 9 -11 12 -13 13 -15 -16
leaf_value=0.0001810152641029589 0.016248722332269303 -0.011755808027831126 0.011440964125558128 -0.0031500713112662445 0.01490906975127196 -0.0045631489547676993 0.00046680249565364442 -0.0089936409006561493 0.0061474998450926771 0.021525294177277284 -0.0029577682983950707 0.0035014847946900941 -0.0025735091261787761 -0.0025805217362088978 0.0051635000238350551
leaf_weight=66 52 102 53 70 52 60 52 75 52 54 92 73 71 91 1351
leaf_count=66 52 102 53 70 52 60 52 75 52 54 92 73 71 91 1351
internal_value=0 -6.53482e-05 -0.00361434 0.00312252 0.00668657 0.00392722 0.00418765 0.00385852 0.00955635 0.0139984 0.00334394 -0.00281837 0.00391329 0.00433229 0.00477593
internal_weight=0 343 225 123 118 2023 1963 1911 158 106 1753 148 1605 1513 1422
internal_count=2366 343 225 123 118 2023 1963 1911 158 106 1753 148 1605 1513 1422
is_linear=0
shrinkage=0.16829


Tree=6367
num_leaves=25
num_cat=0
split_feature=2 3 2 2 16 2 16 133 0 0 155 0 2 3 3 0 42 51 2 42 50 42 16 2
split_gain=11.9313 5.68402 2.2623 1.8996 1.45682 1.28301 1.15749 0.570312 0.431477 0.473189 0.40667 0.793811 0.503836 0.284703 0.28118 0.237447 0.231706 0.175844 0.162931 0.153111 0.112043 0.10308 0.0991159 0.0678522
threshold=0.12051500000000002 -0.041784999999999996 -0.0091949999999999983 0.16730000000000003 -0.18776499999999999 0.106285 -0.038799999999999994 0.089845000000000022 -0.085309999999999983 -0.041074999999999993 0.099270000000000011 -0.071719999999999992 0.091205000000000008 -0.077774999999999983 0.11745500000000002 -0.10803999999999998 0.085495000000000015 -0.034734999999999995 0.093070000000000014 0.08733500000000001 0.087525000000000006 0.088585000000000011 -0.10803999999999998 0.098215000000000011
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 4 -3 8 15 6 22 10 -2 -10 11 12 19 18 -7 -1 -13 -8 20 -6 21 -9 -4 -14
right_child=3 2 5 -5 7 14 17 13 9 -11 -12 16 23 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0013856156078404158 0.00070137933201381382 0.00070472853990698702 0.0012605481435597758 0.00022911592483539672 0.0017431480946928724 0.0011533031640804171 0.0014996253343977221 0.0015788172733203971 0.0011804500283953826 0.00079298515834436037 0.0019125722599545728 0.0015343986684065313 0.0014515354858080209 0.0013529097292832798 0.00081418906017837443 0.0011047880223906466 0.0012691248932416375 0.0017373564597286486 0.0014066893348508673 0.0016379996790802126 0.0014718799064109094 0.0017629672274633767 0.0010502694947345005 0.0016076397390812692
leaf_weight=78 74 91 52 57 539 56 76 87 81 61 65 84 104 101 53 60 67 68 60 231 53 63 53 52
leaf_count=78 74 91 52 57 539 56 76 87 81 61 65 84 104 101 53 60 67 68 60 231 53 63 53 52
internal_value=0 0.00149951 0.00117016 0.000765773 0.00158944 0.00128837 0.0014194 0.00161925 0.000907227 0.00101425 0.00165582 0.00164029 0.00167667 0.00150445 0.000988736 0.00126377 0.00141693 0.00161213 0.00156251 0.00171165 0.00160839 0.0016564 0.00115474 0.0015038
internal_weight=0 2093 449 273 1644 358 249 1506 216 142 1142 1077 926 364 109 138 151 144 263 770 203 150 105 156
internal_count=2366 2093 449 273 1644 358 249 1506 216 142 1142 1077 926 364 109 138 151 144 263 770 203 150 105 156
is_linear=0
shrinkage=0.0032998


Tree=6368
num_leaves=15
num_cat=0
split_feature=4 0 159 39 34 483 4 1 41 1429 1 2 1455 155
split_gain=0.182751 0.188347 0.233753 0.131337 0.117304 0.117835 0.130224 0.329123 0.191505 0.148957 0.10766 0.326265 0.10744 0.105316
threshold=0.27287000000000006 -0.18901999999999997 0.086975000000000011 0.089535000000000017 -1.0000000180025095e-35 -0.094369999999999996 -0.26545999999999997 0.081540000000000015 0.075585000000000013 0.084690000000000015 0.088340000000000016 0.09036000000000001 0.086165000000000005 0.089630000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 7 -7 9 10 12 -12 -8 -9
right_child=1 2 -4 -5 5 6 8 13 -10 -11 11 -13 -14 -15
leaf_value=0.012354135737050761 0.0088412800195294319 -0.0097415753097805854 0.0055451296619778503 0.00069108188817726694 0.010105013721019147 -0.0012354449939955109 0.0048706208085918827 0.018230943692738706 0.011614522509046696 -0.003196778808076815 0.004242636283966158 -0.0054531747659115849 -0.0018349751786958894 0.0081667453945924364
leaf_weight=52 53 98 72 52 93 67 1035 63 79 99 335 139 72 57
leaf_count=52 53 98 72 52 93 67 1035 63 79 99 335 139 72 57
internal_value=0 -0.000165495 -0.00232385 -0.00611294 0.00444304 0.0042404 0.0039592 0.00818866 0.00350855 0.0031263 0.00352338 0.00139556 0.00443286 0.0134654
internal_weight=0 275 222 150 2091 2039 1946 187 1759 1680 1581 474 1107 120
internal_count=2366 275 222 150 2091 2039 1946 187 1759 1680 1581 474 1107 120
is_linear=0
shrinkage=0.16829


Tree=6369
num_leaves=14
num_cat=0
split_feature=9 1203 0 12 0 16 16 16 42 159 159 1204 0
split_gain=0.15789 0.112881 0.097281 0.412387 0.11459 0.0998236 0.171563 0.152619 0.113904 0.259473 0.106349 0.08617 0.0507788
threshold=0.088235000000000022 0.084120000000000014 0.14486500000000005 -0.12529499999999996 0.04939000000000001 0.041625000000000002 -0.038799999999999994 -0.053214999999999991 0.097935000000000008 -0.021179999999999997 -0.085469999999999977 -0.081484999999999988 0.12113000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 -7 -8 -3 -6
right_child=-2 11 -4 4 12 8 10 -9 -10 -11 -12 -13 -14
leaf_value=0.018598622205332892 -0.0054880060506481542 -0.0061403537295655133 -0.0029225239606199965 0.0031964280539471205 0.012508334633694791 -0.01015247844996567 0.013724675618402453 -0.0057360963668683443 0.0074887749775071717 0.0018710480498636602 0.005677663759514855 0.0028342563832276066 0.005128193054714081
leaf_weight=53 57 59 60 1044 55 62 53 57 63 282 406 62 53
leaf_count=53 57 59 60 1044 55 62 53 57 63 282 406 62 53
internal_value=0 0.00346617 0.00374312 0.0039319 0.00355642 0.00326193 0.00387465 0.00273235 0.000909029 -0.00029076 0.00661075 -0.00152695 0.00890323
internal_weight=0 2309 2188 2128 2075 1967 1560 1101 407 344 459 121 108
internal_count=2366 2309 2188 2128 2075 1967 1560 1101 407 344 459 121 108
is_linear=0
shrinkage=0.16829


Tree=6370
num_leaves=19
num_cat=0
split_feature=1 52 1 123 14 481 16 52 47 14 51 156 475 16 130 15 42 0
split_gain=7.78418 1.40787 0.748067 0.570954 0.36798 0.344767 0.27866 0.349189 0.27258 0.263936 0.258846 0.229212 0.290777 0.220361 0.198133 0.146417 0.124106 0.0639516
threshold=0.10538500000000002 -0.42890999999999996 0.12500000000000003 0.081180000000000016 0.054835000000000009 -0.073474999999999985 -0.25959999999999994 0.038145000000000005 0.078345000000000012 -1.0000000180025095e-35 0.11178000000000002 0.087205000000000019 -0.082759999999999986 -0.0098949999999999975 -0.072444999999999982 -0.083359999999999976 0.087075000000000014 -0.094709999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 4 5 16 7 -7 13 -4 11 14 -13 15 -8 -3 -1 -11
right_child=1 2 9 -5 -6 6 10 -9 -10 17 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0011822378856733786 0.0009992308166021167 0.00044928527827338736 0.00047219924457817544 0.0006406358156102115 0.0011986231194231014 0.00059038330469911109 0.0011494992602211578 0.00096354673326109108 0.00070879003843367101 0.00012320438282265782 0.00076341556819652318 0.00067153483594760465 0.00095092106639456441 0.00031207198903873164 0.0009592422618373449 0.00068461450201889851 0.0009998106037984668 0.00026319182198261475
leaf_weight=82 52 65 54 66 66 58 65 53 77 65 85 69 103 62 1138 54 90 82
leaf_count=82 52 65 54 66 66 58 65 53 77 65 85 69 103 62 1138 54 90 82
internal_value=0 0.000484136 0.000425704 0.000943726 0.000954765 0.00094551 0.000929999 0.000768878 0.000543425 0.000274424 0.000942224 0.000953252 0.000839047 0.000472882 0.000969551 0.000556369 0.00108699 0.000201532
internal_weight=0 511 459 1875 1809 1743 1571 111 258 201 1460 1375 172 181 1203 119 172 147
internal_count=2386 511 459 1875 1809 1743 1571 111 258 201 1460 1375 172 181 1203 119 172 147
is_linear=0
shrinkage=0.0032998


Tree=6371
num_leaves=25
num_cat=0
split_feature=12 3 43 12 43 42 3 124 3 49 12 0 43 16 483 0 481 43 3 0 0 50 12 43
split_gain=9.71014 1.50524 1.9872 1.37822 0.782493 0.662691 0.654999 0.576818 0.493628 0.47723 0.396711 0.332221 0.284781 0.271208 0.225939 0.210537 0.179183 0.174445 0.165986 0.114515 0.117065 0.112453 0.141956 0.0984825
threshold=0.077755000000000005 0.11745500000000002 -0.013199999999999998 0.10321000000000001 -0.095564999999999983 -0.038454999999999996 -0.0062049999999999996 -0.081214999999999982 -0.15680499999999997 -1.0000000180025095e-35 0.091515000000000013 -0.082064999999999985 -0.11990999999999997 -0.081634999999999985 -1.0000000180025095e-35 -0.11242999999999999 -0.0087899999999999975 -0.079854999999999995 -0.072024999999999992 -0.098179999999999976 -0.085604999999999987 1.0000000180025095e-35 0.097510000000000013 -0.07088499999999999
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 2 4 8 -1 23 -4 -6 -2 -8 14 -11 -12 -7 -10 -3 17 -16 21 -18 -21 22 -14 -5
right_child=3 15 6 5 7 13 9 -9 10 11 12 -13 18 -15 16 -17 19 -19 -20 20 -22 -23 -24 -25
leaf_value=0.00087553863360774204 0.0014518720572802416 0.00050119760200524957 0.00068894198110477304 0.0012359457211043872 0.00059088196264517421 0.00061324979712428483 0.00084681282988100849 0.00019101063873559393 0.0013883324381049249 0.0013775842750778922 0.00087485931909044197 0.0010189130366808502 0.0010839440208773208 0.00090447916388885596 0.0014731843576157341 0.00025484017370438724 0.0010601697804325854 0.0012252270393463304 0.00097400126853732091 0.001251962748092459 0.0011591786271415304 0.0012640461672911454 0.0012752423787902093 0.001041572586981883
leaf_weight=61 81 95 60 54 103 55 59 64 86 63 53 53 201 100 52 64 75 86 62 287 351 94 57 70
leaf_count=61 81 95 60 54 103 55 59 64 86 63 53 53 201 100 52 64 75 86 62 287 351 94 57 70
internal_value=0 0.000679723 0.000774932 0.00115939 0.000555105 0.000945998 0.000988061 0.000437849 0.00119946 0.00109041 0.00118487 0.00121401 0.00110552 0.000801367 0.00122438 0.000402256 0.00120777 0.00131892 0.00113497 0.00118621 0.00120097 0.00116322 0.00112634 0.0011265
internal_weight=0 622 463 1764 228 279 235 167 1485 175 1404 116 467 155 937 159 851 138 414 713 638 352 258 124
internal_count=2386 622 463 1764 228 279 235 167 1485 175 1404 116 467 155 937 159 851 138 414 713 638 352 258 124
is_linear=0
shrinkage=0.0032998


Tree=6372
num_leaves=26
num_cat=0
split_feature=1 12 39 2 2 2 2 1 4 49 0 4 0 50 2 12 1 12 0 2 2 4 0 160 2
split_gain=13.4878 2.49017 1.81065 1.33242 0.766627 0.764287 0.772799 0.721347 0.382035 0.543637 0.279235 0.256869 0.208848 0.205402 0.205111 0.144413 0.384139 0.32651 0.207291 0.157633 0.118792 0.0981456 0.0882451 0.0820564 0.0608405
threshold=0.10538500000000002 0.087245000000000003 0.081875000000000017 0.11280000000000003 0.11585500000000001 -1.0000000180025095e-35 0.11067500000000001 0.092655000000000015 0.0051600000000000005 -0.0060549999999999988 -0.081224999999999978 0.046720000000000005 -0.12608499999999997 0.11644500000000001 0.14530500000000005 0.090465000000000004 0.089275000000000007 0.093595000000000025 -0.073674999999999977 0.090000000000000011 0.095120000000000024 -0.08916499999999998 -0.098179999999999976 -1.0000000180025095e-35 0.12358500000000001
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=2 5 4 11 8 -2 -7 -4 10 -10 13 -3 -11 21 24 16 18 19 -12 -17 -19 -1 -23 -14 -8
right_child=1 3 7 -5 -6 6 14 -9 9 12 15 -13 23 -15 -16 17 -18 20 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0013218553835919963 1.8866030549106683e-05 0.0011556260990942539 0.00092961430000145255 0.0003644821208653987 0.00081696309131562366 0.00072304035558474306 0.00029524779431141504 0.00038096743220118935 0.00070843785255734234 0.0012660088084005276 0.0011412553495734994 0.00084112819885157552 0.001124453532646153 0.00097832849169453588 0.00014178174133518254 0.00076350059182452913 0.00091570832113089108 0.0011761772340960752 0.0013885089144736354 0.0010202084578760512 0.0010285301600146417 0.0010547625378754268 0.0011959132206882642 0.00096314938911813393 0.00043374817876747215
leaf_weight=67 75 59 53 52 96 61 68 52 54 52 98 57 58 52 63 54 55 142 63 54 113 57 652 103 76
leaf_count=67 75 59 53 52 96 61 68 52 54 52 98 57 58 52 63 54 55 142 63 54 113 57 652 103 76
internal_value=0 0.000475187 0.00108008 0.000804463 0.00110509 0.000313806 0.000396213 0.000658239 0.00112159 0.00100605 0.00114349 0.00100139 0.00108134 0.00118285 0.000299731 0.00108714 0.00115627 0.00104591 0.00123823 0.000892181 0.00111089 0.00119651 0.00118462 0.00102148 0.00036859
internal_weight=0 511 1875 168 1770 343 268 105 1674 267 1407 116 213 828 207 579 216 363 161 108 255 776 709 161 144
internal_count=2386 511 1875 168 1770 343 268 105 1674 267 1407 116 213 828 207 579 216 363 161 108 255 776 709 161 144
is_linear=0
shrinkage=0.0032998


Tree=6373
num_leaves=18
num_cat=0
split_feature=96 3 484 14 4 0 51 0 0 14 43 13 133 4 13 3 1
split_gain=0.273429 0.183566 0.260396 0.283066 0.136654 0.161586 0.19104 0.153843 0.125528 0.120361 0.161869 0.133071 0.139616 0.103954 0.19823 0.100007 0.0855772
threshold=0.083595000000000017 -0.072024999999999992 -0.070034999999999986 -0.23083499999999998 -0.047714999999999987 -0.066044999999999979 0.023625000000000004 -0.040094999999999992 -0.16242999999999996 0.023790000000000002 -0.11278499999999998 -0.0037749999999999993 0.0024650000000000006 -0.47860499999999995 0.085880000000000012 -0.13088999999999998 0.10828500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 7 6 8 -5 -6 10 11 -1 -13 -12 15 -15 -17
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 13 12 -14 14 -16 16 -18
leaf_value=-0.0060877813954131367 -0.0070255467655239573 -0.0084540654375877856 0.015149137705999538 0.010851206961929625 -0.0052101069964270684 -0.0057924666844881611 0.010194707657983727 0.0012141304535873228 0.0026869975079728083 0.0139039536391197 0.013482189778671287 -0.0025755521454079908 0.0086269624793170983 0.013726910515883957 -0.0041108783334027517 0.0064680047631611804 -0.0003580238067462101
leaf_weight=53 55 54 56 103 77 80 74 87 219 53 56 54 75 52 52 1132 54
leaf_count=53 55 54 56 103 77 80 74 87 219 53 56 54 75 52 52 1132 54
internal_value=0 0.00496641 0.00279362 0.00366887 0.00266154 0.00105886 0.00254509 0.0064479 0.000626614 0.00599601 0.00572054 0.000998334 0.00392361 0.00635772 0.00604704 0.00647516 0.00615569
internal_weight=0 2331 750 696 640 450 370 190 296 1581 1528 182 129 1346 1290 1238 1186
internal_count=2386 2331 750 696 640 450 370 190 296 1581 1528 182 129 1346 1290 1238 1186
is_linear=0
shrinkage=0.16829


Tree=6374
num_leaves=30
num_cat=0
split_feature=1 12 12 1 12 1 1 0 1 16 43 15 15 1 16 16 159 16 0 43 49 0 12 12 133 133 15 0 16
split_gain=16.1345 3.06084 1.42248 1.1195 0.874287 0.825338 0.770916 0.5986 0.51818 0.452419 0.337722 0.321147 0.445862 0.372679 0.338598 0.278147 0.265835 0.196097 0.19276 0.489746 0.145567 0.147346 0.253339 0.137121 0.106986 0.0861611 0.0747872 0.0743652 0.023756
threshold=0.10752500000000002 0.088745000000000004 0.077755000000000005 0.12282000000000001 0.091515000000000013 0.12450500000000002 0.087070000000000022 -0.073674999999999977 1.0000000180025095e-35 -0.4058199999999999 -0.010064999999999999 -0.032264999999999995 -0.069404999999999981 0.091275000000000009 -0.040484999999999993 -0.010574999999999999 0.078675000000000009 -0.055679999999999993 -0.080869999999999984 -0.076834999999999987 -0.008624999999999999 -0.085669999999999982 0.086850000000000024 0.086620000000000016 0.085345000000000018 0.088525000000000006 0.093935000000000005 -0.067094999999999988 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -3 7 16 8 15 -1 -7 -8 12 14 18 -6 20 -2 -12 -13 -20 -4 22 -22 -23 28 -26 -15 -21 -17
right_child=1 3 4 -5 11 9 10 -9 -10 -11 17 13 -14 26 -16 24 -18 -19 19 27 21 23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0013997549488657878 0.00099505084111903156 0.0015254724506007652 0.0015430505461594033 0.00091249627267842167 0.0013902196411973472 0.0003385472887651603 0.0010659878706189246 0.0020277180231957669 0.001827854231247663 0.00069570636575678763 0.0012173747200609865 0.0016811424618076358 0.0011997468671320999 0.0018250070356962116 0.0017004294485857099 0.0014348116475679099 0.00071173852432664878 0.001504875913912605 0.0011891878410977671 0.0014942165242255669 0.001862905171082465 0.0015525895655074951 0.0016707824980640045 0.0017148305558314831 0.0017194574462306067 0.0015456736312726288 0.0016577428013654955 0.0016424092607173848 0.0015464897025292738
leaf_weight=77 93 88 60 52 92 68 74 54 53 91 55 63 67 57 69 53 61 53 53 102 163 90 150 191 74 66 81 71 65
leaf_count=77 93 88 60 52 92 68 74 54 53 91 55 63 67 57 69 53 61 53 53 102 163 90 150 191 74 66 81 71 65
internal_value=0 0.000892172 0.00158426 0.00129805 0.00162366 0.000710517 0.00137947 0.00168712 0.00157456 0.000543181 0.00123993 0.00153001 0.00142844 0.00158417 0.00152339 0.00166691 0.000883059 0.00135879 0.0015158 0.00146955 0.00170376 0.00171994 0.00177095 0.00166299 0.00157336 0.00163778 0.00172709 0.00155524 0.00149663
internal_weight=0 453 1933 140 1621 313 312 966 130 159 182 655 228 427 161 912 154 108 289 226 654 594 313 281 258 140 138 173 118
internal_count=2386 453 1933 140 1621 313 312 966 130 159 182 655 228 427 161 912 154 108 289 226 654 594 313 281 258 140 138 173 118
is_linear=0
shrinkage=0.0032998


Tree=6375
num_leaves=24
num_cat=0
split_feature=3 3 15 2 2 2 12 11 150 16 52 475 11 132 15 13 2 52 12 12 12 13 13
split_gain=6.11252 2.48792 1.32316 1.04834 0.917868 0.651442 0.487068 0.615629 0.486312 0.35229 0.292648 0.266758 0.380662 0.240835 0.230256 0.182483 0.156849 0.21928 0.150093 0.109976 0.199193 0.112463 0.109307
threshold=-0.050489999999999993 0.31534000000000006 -0.37478999999999996 0.10406500000000002 0.11378000000000001 0.064660000000000009 0.090255000000000016 1.0000000180025095e-35 0.091355000000000006 0.41235500000000008 1.0000000180025095e-35 -0.07675499999999999 0.076160000000000019 0.082150000000000015 -0.031659999999999994 -0.095574999999999979 0.096425000000000025 0.024560000000000002 0.083570000000000019 0.092295000000000002 0.091325000000000003 -0.075154999999999986 -0.088589999999999988
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 -2 5 6 -4 7 13 10 -6 -5 -8 16 15 -7 -1 19 -18 -17 20 -13 -21 -20
right_child=1 -3 3 8 9 14 11 -9 -10 -11 -12 12 -14 -15 -16 18 17 -19 22 21 -22 -23 -24
leaf_value=0.00085780814942996747 0.00028668783191886202 8.9665018371868134e-06 0.00063745199378401399 0.00053545672510276062 0.00060383079505195176 0.00087023765405271146 0.0011271632782988788 0.0013429065477822916 0.00028367661272124994 0.00094147611117134059 0.00083504506009307155 0.00099212424172820586 0.00064097953720505558 0.00082743477070497732 0.0011132407062446122 0.0012219698949902207 0.00066794431004224726 0.00094744629286596792 0.0011597103115133923 0.00085804511447665156 0.00071520984905634082 0.001022290283696016 0.0010190151259684606
leaf_weight=61 87 72 89 95 99 92 65 69 54 52 58 66 56 69 83 53 56 71 72 59 52 257 561
leaf_count=61 87 72 89 95 99 92 65 69 54 52 58 66 56 69 83 53 56 71 72 59 52 257 561
internal_value=0 0.000586742 0.000661231 0.000730339 0.0009669 0.000868426 0.000990636 0.00104202 0.000554058 0.000720339 0.000649256 0.000923908 0.000902438 0.00101653 0.000985692 0.00103395 0.000928474 0.000824479 0.00104956 0.000958825 0.000870393 0.000991736 0.00103507
internal_weight=0 630 558 471 1718 264 1567 885 207 151 153 682 617 816 175 747 561 127 686 434 118 316 633
internal_count=2348 630 558 471 1718 264 1567 885 207 151 153 682 617 816 175 747 561 127 686 434 118 316 633
is_linear=0
shrinkage=0.0032998


Tree=6376
num_leaves=21
num_cat=0
split_feature=2 3 39 3 2 14 39 16 16 2 13 52 3 52 16 16 2 2 16 13
split_gain=10.1763 3.60211 2.05377 2.05199 0.882907 0.763481 0.634638 0.616261 0.400181 0.205668 0.403094 0.209249 0.190713 0.173214 0.172723 0.186286 0.165203 0.110865 0.0970985 0.0878593
threshold=0.12454500000000002 0.30112000000000005 0.081875000000000017 0.25468500000000005 0.099675000000000014 0.054835000000000009 0.089940000000000006 -0.013024999999999998 -0.5103049999999999 0.090000000000000011 0.034905000000000012 0.30732500000000001 -1.0000000180025095e-35 -0.5492149999999999 -0.015159999999999998 0.25761500000000009 0.074875000000000011 0.095415000000000014 -0.010574999999999999 -0.026084999999999997
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 2 4 6 5 9 18 -4 -6 10 12 17 -1 -10 19 -16 -12 -11 -2 -15
right_child=3 -3 7 -5 8 -7 -8 -9 13 11 16 -13 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.0013849823739888138 0.00073107205170700601 0.00040401115667148819 0.00076368899906777816 -5.0929364293731628e-05 0.00089320977471997486 0.0016900742520664042 0.0004051697858764976 0.001158358735076219 0.001376657767830731 0.0011822068927794496 0.0010318024894951309 0.0014509896616415525 0.0011915229412453685 0.001351382198342686 0.00093608550422949607 0.0011895823301902948 0.0012822137375964882 0.0013328737829986714 0.00092815336900457085 0.0011738281320695548
leaf_weight=916 56 53 100 53 52 67 57 77 57 219 55 53 62 63 55 81 66 77 59 70
leaf_count=916 56 53 100 53 52 67 57 77 57 219 55 53 62 63 55 81 66 77 59 70
internal_value=0 0.00125444 0.00127619 0.000516141 0.00130802 0.00134377 0.000691083 0.000935581 0.00116465 0.00132772 0.00135032 0.00125647 0.00137275 0.00120784 0.00117194 0.00108732 0.00116868 0.00122152 0.00083249 0.0012582
internal_weight=0 2123 2070 225 1893 1515 172 177 378 1448 1099 349 978 326 269 136 121 296 115 133
internal_count=2348 2123 2070 225 1893 1515 172 177 378 1448 1099 349 978 326 269 136 121 296 115 133
is_linear=0
shrinkage=0.0032998


Tree=6377
num_leaves=23
num_cat=0
split_feature=3 3 15 15 2 2 2 52 49 15 49 150 11 3 52 150 484 3 42 1212 133 2
split_gain=9.12259 3.12331 1.94757 1.94733 1.29776 1.33758 0.898616 0.642398 0.500049 0.388578 0.365957 0.353393 0.561858 0.297028 0.275545 0.176698 0.136881 0.133273 0.107632 0.103825 0.112757 0.101863
threshold=-0.058704999999999993 0.30112000000000005 -0.37478999999999996 -0.24042999999999998 0.10406500000000002 0.064660000000000009 0.090225000000000014 0.047850000000000011 -0.013699999999999999 -0.031659999999999994 0.10470500000000001 0.10194500000000001 1.0000000180025095e-35 -0.13795999999999997 -0.068499999999999991 1.0000000180025095e-35 -0.085759999999999989 -0.082254999999999981 0.089055000000000009 0.055770000000000007 0.084065000000000015 0.085665000000000005
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 -2 -1 5 -4 11 15 -8 -7 13 12 14 -10 17 -6 -16 21 -18 20 -15 -5
right_child=1 -3 4 6 7 9 8 -9 10 -11 -12 -13 -14 19 16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00068332105533384924 0.00050519365160215193 0.00032669848904459296 0.00086186443918026946 0.0014443390519061291 0.00080445139751019346 0.001204490415998478 0.00095876928323812441 0.0011228719689730946 0.001473551024531275 0.0015142674294970238 0.0010665922826988323 0.0011464137738198684 0.0017430089885595698 0.0011592214037458414 0.0015822839955993398 0.00055709970371167132 0.0014280858149294331 0.0011469592175416248 0.0013324109152649589 0.0013992255380335394 0.0012946203998308852 0.0012341663892307833
leaf_weight=52 89 103 93 55 78 96 67 57 91 85 87 62 52 132 53 55 523 66 189 52 157 54
leaf_count=52 89 103 93 55 78 96 67 57 91 85 87 62 52 132 53 55 523 66 189 52 157 54
internal_value=0 0.000854798 0.000953096 0.00131339 0.00103893 0.00118455 0.00133335 0.000828747 0.00122924 0.00135016 0.00126408 0.00139119 0.00140646 0.00130378 0.0013878 0.000702428 0.00141522 0.00126773 0.00140274 0.00125837 0.0012329 0.00134054
internal_weight=0 656 553 1692 464 274 1640 190 586 181 519 1054 992 432 940 133 765 175 712 341 289 109
internal_count=2348 656 553 1692 464 274 1640 190 586 181 519 1054 992 432 940 133 765 175 712 341 289 109
is_linear=0
shrinkage=0.0032998


Tree=6378
num_leaves=19
num_cat=0
split_feature=4 3 15 15 3 4 12 3 4 159 3 3 480 133 1 12 4 133
split_gain=0.933411 0.327891 0.275891 0.265248 0.140446 0.113588 0.271064 0.137443 0.111589 0.107585 0.0927879 0.186222 0.127553 0.110957 0.138743 0.0418997 0.0562149 0.0381826
threshold=0.30163500000000004 -0.12595999999999999 0.03981500000000001 -0.41606999999999994 0.149315 -0.086179999999999993 0.091255000000000017 0.091170000000000015 -0.41016499999999995 0.10559500000000001 -0.083249999999999977 -0.082304999999999975 0.085285000000000014 0.089725000000000013 0.083555000000000018 0.084115000000000009 -0.46376499999999993 0.12330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 9 5 6 15 10 -1 -2 13 -12 -13 14 -7 16 -3 -15
right_child=3 4 -4 -5 -6 7 -8 -9 -10 -11 11 12 -14 17 -16 -17 -18 -19
leaf_value=0.0065038107841750535 0.0054047084534717066 0.012956952134679024 0.024668069471623748 -0.0090540081442009677 0.00096197874478091885 0.0093161231509451912 0.0017323505125835491 -0.00048529192672386149 0.016501858173710523 -0.0040206195627337012 0.016007156678893558 0.0075863021590488562 0.014349696040983748 -0.0015049700410333998 0.001675885034485675 0.011801890540465421 0.020782745326495839 0.0044953716080240102
leaf_weight=73 100 53 61 98 78 295 60 55 57 52 97 836 88 56 88 82 55 64
leaf_count=73 100 53 61 98 78 295 60 55 57 52 97 836 88 56 88 82 55 64
internal_value=0 0.00864942 0.0153075 -0.00222358 0.00798162 0.00828 0.0116274 0.00774888 0.0109014 0.00216843 0.00804722 0.00897278 0.00823238 0.00616492 0.00756535 0.0147427 0.0169589 0.00168024
internal_weight=0 2098 191 250 1907 1829 250 1579 130 152 1524 1021 924 503 383 190 108 120
internal_count=2348 2098 191 250 1907 1829 250 1579 130 152 1524 1021 924 503 383 190 108 120
is_linear=0
shrinkage=0.16829


Tree=6379
num_leaves=28
num_cat=0
split_feature=1 10 2 52 16 131 133 11 43 16 2 2 52 15 133 133 133 2 42 131 1 52 456 42 43 16 16
split_gain=0.477843 0.227419 0.164882 0.301046 0.194342 0.372446 0.185194 0.16314 0.171266 0.200903 0.16574 0.21191 0.153392 0.147684 0.147637 0.144291 0.142169 0.115412 0.141294 0.181044 0.113075 0.10688 0.10232 0.174363 0.043166 0.0307915 0.0302313
threshold=0.12007000000000002 -0.0026549999999999994 0.085730000000000015 0.50590000000000013 -0.0081349999999999981 0.090150000000000022 -0.13082499999999997 0.08976000000000002 -0.0062049999999999996 -0.013529999999999999 0.096930000000000016 0.11252000000000002 -0.068499999999999991 -0.0085199999999999981 -1.0000000180025095e-35 0.12330000000000001 0.092845000000000011 0.084775000000000003 0.088125000000000023 0.077860000000000013 0.13251500000000002 -0.42890999999999996 1.0000000180025095e-35 0.08648500000000002 -0.083669999999999981 0.15454000000000004 -0.26987499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 6 12 -1 8 13 10 14 -12 -6 22 -10 17 24 18 19 -8 -3 -11 23 -4 -15 -23 -22
right_child=1 20 3 -5 5 -7 15 -9 9 21 11 -13 -14 16 -16 -17 -18 -19 -20 -21 26 25 -24 -25 -26 -27 -28
leaf_value=0.015323692511817297 -0.010456863798884435 -0.0035260521390632561 0.0088140670941107002 0.01748040361523228 0.014131053599180486 0.0038672039377646923 0.0035074782246537341 0.014173378860745725 0.0052450632507165269 0.0034165917376562474 0.015079015609896896 0.0027586058616395127 0.0261183884533496 0.015972387278347065 -0.0045413233335602808 0.013103280652090064 0.0050003255559615918 0.011130170872502218 -0.0017326801442783982 0.014420565913360149 0.001912769987189526 -0.0084003854132492072 -0.0014824617243933825 0.0013777092929050929 0.010229812815883038 -0.0025717702168606489 0.0070959569876079022
leaf_weight=74 53 70 223 61 75 72 202 57 113 60 79 80 52 77 71 75 103 74 95 55 58 52 63 150 77 53 74
leaf_count=74 53 70 223 61 75 72 202 57 113 60 79 80 52 77 71 75 103 74 95 55 58 52 63 150 77 53 74
internal_value=0 -0.000639998 0.00706966 0.00592148 0.009024 0.0135679 0.00744828 0.00535956 0.00493976 0.00258673 0.00490958 0.00889137 0.0190534 0.00666204 0.00145903 0.00628146 0.00986847 0.00507621 0.0037984 0.00584995 0.00192682 -0.00223108 0.00476789 0.00582839 0.0131128 -0.00547543 0.00483211
internal_weight=0 255 2093 1319 774 199 575 1258 1201 508 343 159 127 693 184 501 257 426 352 257 202 165 436 373 154 105 132
internal_count=2348 255 2093 1319 774 199 575 1258 1201 508 343 159 127 693 184 501 257 426 352 257 202 165 436 373 154 105 132
is_linear=0
shrinkage=0.16829


Tree=6380
num_leaves=18
num_cat=0
split_feature=4 39 150 52 10 133 4 1213 16 132 131 11 400 52 52 4 49
split_gain=8.72235 1.75183 0.846992 1.29595 0.720833 0.613928 0.453971 0.393001 0.355791 0.276714 0.358412 0.352406 0.332364 0.141438 0.158395 0.115631 0.101479
threshold=0.36766000000000004 0.082470000000000016 0.082965000000000025 -0.030899999999999997 -1.0000000180025095e-35 0.085650000000000018 0.036620000000000007 -0.080769999999999995 -0.046599999999999996 0.08518000000000002 0.083410000000000026 0.083010000000000014 -0.065974999999999992 0.087920000000000012 0.0074400000000000013 0.50657000000000008 0.088595000000000021
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 -2 -3 7 13 16 11 -11 12 -9 14 -1 -6 -8
right_child=4 5 3 -5 15 -7 8 9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0012653447827603252 0.00010001316376079469 0.00094281809861004146 0.00063197614019894124 0.0011720823500681078 0.0006144290397588118 0.00054401745568234141 0.0011763139836853626 0.0013494679524296278 0.00084967544778053003 0.00080058757961906364 0.0011807077278034783 0.0014096906104054954 0.0011321539946065743 0.001181456998579007 0.0014947162365394125 0.00044964252081947895 0.0010020144280367188
leaf_weight=80 54 103 92 103 96 72 102 85 90 56 54 61 1001 74 61 95 63
leaf_count=80 54 103 92 103 96 72 102 85 90 56 54 61 1001 74 61 95 63
internal_value=0 0.00109567 0.00112449 0.000917444 0.000437438 0.000778941 0.00114785 0.00117028 0.00101824 0.00114774 0.000987512 0.00116308 0.0011492 0.00130188 0.00136483 0.000532652 0.00110998
internal_weight=0 2097 1922 195 245 175 1727 1472 255 1257 110 1147 1086 215 141 191 165
internal_count=2342 2097 1922 195 245 175 1727 1472 255 1257 110 1147 1086 215 141 191 165
is_linear=0
shrinkage=0.0032998


Tree=6381
num_leaves=9
num_cat=0
split_feature=1 480 482 482 453 376 124 39
split_gain=0.2134 0.185476 0.152425 0.17565 0.200978 0.189034 0.273146 0.370441
threshold=0.14787500000000001 -0.020629999999999999 0.095830000000000012 0.08326500000000002 0.082930000000000018 0.084545000000000009 -0.043384999999999993 0.0041750000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.0035087597458593272 -0.0048171584836532175 -0.0034302358195676076 0.012354700138777598 -0.0032237991008232957 0.01592583317360077 0.013730970760614209 0.0049736703516554941 0.017140037624510121
leaf_weight=65 60 103 91 66 52 73 1758 74
leaf_count=65 60 103 91 66 52 73 1758 74
internal_value=0 0.00533501 0.00559511 0.00530493 0.00557906 0.00531022 0.00499161 0.00546609
internal_weight=0 2282 2217 2126 2060 2008 1935 1832
internal_count=2342 2282 2217 2126 2060 2008 1935 1832
is_linear=0
shrinkage=0.16829


Tree=6382
num_leaves=19
num_cat=0
split_feature=9 14 0 13 43 13 160 0 0 3 0 3 484 0 2 1 43 51
split_gain=0.252843 0.210438 0.22565 0.207279 0.214301 0.205807 0.202299 0.193366 0.176525 0.169084 0.547393 0.212938 0.112343 0.246545 0.107518 0.13056 0.105073 0.0496339
threshold=-0.084244999999999987 -0.10708499999999999 -0.13740499999999997 -0.09219999999999999 0.053790000000000011 -0.10899499999999999 0.022560000000000004 -0.15653499999999998 -0.21196999999999996 -0.12595999999999999 0.11026000000000001 -0.086049999999999988 -0.042224999999999992 -0.086034999999999986 0.084275000000000003 0.084755000000000011 0.065040000000000014 -0.084909999999999985
decision_type=2 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 7 8 -3 10 -5 14 13 -13 15 -11 -14 -16
right_child=1 2 3 9 -6 -7 -8 -9 -10 11 -12 12 16 -15 17 -17 -18 -19
leaf_value=-0.0073706729100142679 0.012335092996208191 -0.0044764080040112187 -0.0023096794190858591 -0.011408084843916446 0.016817742510739933 0.011112835350962877 0.0067295286157193291 -0.0084842862977832223 0.0087268001644557423 0.017286309157489233 0.0099996396764198449 -0.0069020405887167072 0.0048845288787005333 0.0050863423296913677 0.010750518129733986 0.0069115622472600176 -0.00078799994336621138 0.0050547097979893943
leaf_weight=52 93 61 54 73 78 80 86 97 54 64 63 87 798 110 53 76 104 259
leaf_count=52 93 61 54 73 78 80 86 97 54 64 63 87 798 110 53 76 104 259
internal_value=0 0.00448421 0.00415106 0.00482672 0.00979287 0.00569036 -0.000148501 -0.00294712 0.00170774 0.00420157 -0.00147806 0.00470075 0.00343324 -0.0001989 0.00777863 0.0116671 0.0042285 0.00602803
internal_weight=0 2290 2197 1899 212 134 298 212 115 1687 136 1551 1099 197 452 140 902 312
internal_count=2342 2290 2197 1899 212 134 298 212 115 1687 136 1551 1099 197 452 140 902 312
is_linear=0
shrinkage=0.16829


Tree=6383
num_leaves=12
num_cat=0
split_feature=1446 9 14 4 130 130 133 132 129 15 12
split_gain=0.206472 0.184137 0.165389 0.170688 0.131044 0.198844 0.115831 0.198467 0.113834 0.0505489 0.0338631
threshold=0.10135500000000001 -0.084244999999999987 -0.10708499999999999 -0.50775499999999985 0.006490000000000001 0.087230000000000016 -0.24180499999999996 -0.044384999999999994 0.095170000000000018 -0.088954999999999992 0.10031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 -8 -9 -7 -11
right_child=-2 2 3 4 5 9 7 8 -10 10 -12
leaf_value=-0.0061302639269680582 -0.0066670713072465339 0.011064365326384804 0.012330165921027234 0.0095091944413436338 0.015210180853273029 0.0090173656075600538 -0.0058495977627510748 0.0032540919981677457 -0.00458965439817491 0.0045897494028095485 -0.00046945755465688455
leaf_weight=52 55 90 63 72 62 53 75 1590 54 123 53
leaf_count=52 55 90 63 72 62 53 75 1590 54 123 53
internal_value=0 0.00375607 0.00398689 0.0036891 0.00342676 0.00674366 0.00288683 0.00260841 0.00299536 0.00444357 0.00305603
internal_weight=0 2287 2235 2145 2082 291 1791 1719 1644 229 176
internal_count=2342 2287 2235 2145 2082 291 1791 1719 1644 229 176
is_linear=0
shrinkage=0.16829


Tree=6384
num_leaves=15
num_cat=0
split_feature=1446 16 11 1 51 52 1 1213 12 1209 475 482 16 133
split_gain=0.164882 0.177811 0.157964 0.149168 0.143544 0.183931 0.262052 0.16596 0.587104 0.156334 0.129372 0.144546 0.061358 0.0661338
threshold=0.088360000000000008 -0.024819999999999998 0.090070000000000025 0.15022500000000003 -0.096089999999999981 -0.091234999999999983 0.080270000000000022 -0.066379999999999981 0.085325000000000012 -0.025744999999999997 -0.085684999999999997 0.093000000000000013 -0.086774999999999977 -0.0061299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -6 -9 -11 -12 -10 -14
right_child=1 -3 -4 -5 7 -7 -8 9 12 10 11 -13 13 -15
leaf_value=0.0029960111095256974 0.0030331523260051321 -0.010084865052318938 0.011493647921269973 -0.0058932800898701442 0.023275593873777766 0.0074055847719632648 -0.010612841396204088 -0.0050709450258861633 -0.0003183594091283016 0.01033219930611462 0.002636245689900178 0.009427218016770534 0.0096947992225347116 0.0017822620090039024
leaf_weight=80 61 56 64 52 54 56 80 64 75 73 1411 95 61 60
leaf_count=80 61 56 64 52 54 56 80 64 75 73 1411 95 61 60
internal_value=0 -0.0032302 0.00324407 0.00299892 0.00321902 -0.000884447 -0.00379719 0.00368819 0.00773248 0.00307172 0.0034029 0.00306582 0.00344103 0.00578608
internal_weight=0 117 2225 2161 2109 216 160 1893 250 1643 1579 1506 196 121
internal_count=2342 117 2225 2161 2109 216 160 1893 250 1643 1579 1506 196 121
is_linear=0
shrinkage=0.16829


Tree=6385
num_leaves=21
num_cat=0
split_feature=1 52 12 2 14 4 2 12 12 15 4 2 1 156 13 1 1 1 43 2
split_gain=10.5774 1.72311 1.18023 0.73529 0.766031 0.464262 0.829683 0.34218 0.364311 0.311908 0.294753 0.339448 0.390852 0.328171 0.230347 0.22825 0.206821 0.164933 0.137488 0.0530898
threshold=0.109225 -0.23742499999999997 -0.083994999999999986 0.10613000000000002 0.062655000000000016 0.42098500000000005 0.10981000000000002 0.086455000000000018 0.11486500000000001 -0.085884999999999975 -0.49432999999999994 0.090485000000000024 0.084525000000000003 0.087045000000000011 -0.083584999999999979 0.091485000000000025 0.096575000000000008 0.12719000000000003 0.070325000000000013 0.11067500000000001
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 -2 16 4 10 6 -3 -5 19 -8 -4 13 18 15 -15 -12 -1 -7 -13 -9
right_child=1 5 3 7 -6 17 9 8 -10 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.00082287476843517695 0.00099449748858539632 0.0007159935007048123 0.0012504495378087108 0.00067030372061356721 0.0014225079195570671 0.00035091353890354403 0.00046482880898643657 0.00093869957343575275 0.00070526427833471643 0.00013556138856242946 0.0011137960267112498 0.0010298266600917492 0.00068600328853416241 0.0010527534371575829 0.00074120888577873382 0.0009720840582613993 0.00052548068829253109 0.00012455592807702931 0.00085889507189791301 0.0010775803213260028
leaf_weight=52 52 80 77 67 63 57 58 52 52 69 768 269 52 52 54 153 52 93 67 96
leaf_count=52 52 80 77 67 63 57 58 52 52 69 768 269 52 52 54 153 52 93 67 96
internal_value=0 0.000432932 0.00101739 0.00103694 0.00106451 0.000351036 0.000452482 0.000876217 0.000945021 0.000286213 0.00104937 0.00103841 0.000954412 0.00107011 0.000894374 0.00109029 0.000674516 0.000210807 0.000995847 0.00102902
internal_weight=0 409 1926 1822 1555 357 207 267 200 127 1492 1415 388 1027 106 921 104 150 336 148
internal_count=2335 409 1926 1822 1555 357 207 267 200 127 1492 1415 388 1027 106 921 104 150 336 148
is_linear=0
shrinkage=0.0032998


Tree=6386
num_leaves=16
num_cat=0
split_feature=2 2 2 160 156 2 15 124 12 12 48 4 1429 403 472
split_gain=0.332025 0.304138 0.148472 0.224191 0.135263 0.124827 0.115319 0.10214 0.160919 0.116094 0.131079 0.109505 0.081672 0.0736118 0.0262233
threshold=-0.087244999999999975 0.11736500000000001 0.12293000000000001 -0.065924999999999997 -0.031569999999999994 0.13574000000000003 -0.074054999999999996 -0.087019999999999986 -0.084509999999999988 0.083995000000000014 0.094215000000000007 0.0047850000000000011 -0.010284999999999997 0.068400000000000002 -0.080079999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 14 -5 -7 -6 -9 10 11 -10 -11 -14 -2
right_child=1 2 3 5 7 6 -8 8 9 12 -12 -13 13 -15 -16
leaf_value=-0.0082829180026704682 0.0074873751751284587 -0.0090621200244825478 -0.0084222507206327731 0.0097300483783318813 0.010839691558987785 0.0051350082506903035 -0.005148869483944391 -0.0044437880586884176 0.0058094877678493599 -0.0030702247773936467 -0.0012255261653635681 0.012385134056843496 0.0041016248708228131 0.00039470653328695668 0.012962686168654414
leaf_weight=69 52 58 61 59 60 66 58 65 238 54 52 104 1110 177 52
leaf_count=69 52 58 61 59 60 66 58 65 238 54 52 104 1110 177 52
internal_value=0 0.00356019 -0.00140732 0.000404898 0.00432494 0.0033571 0.000310319 0.00399311 0.0037639 0.00407242 0.00661671 0.00781435 0.00332355 0.00359321 0.0102423
internal_weight=0 2266 302 244 1964 183 124 1860 1800 1735 394 342 1341 1287 104
internal_count=2335 2266 302 244 1964 183 124 1860 1800 1735 394 342 1341 1287 104
is_linear=0
shrinkage=0.16829


Tree=6387
num_leaves=23
num_cat=0
split_feature=1 2 3 3 1 148 0 3 3 16 124 15 16 16 2 0 2 1447 15 1213 13 42
split_gain=17.5673 3.06365 2.38446 1.83988 1.14319 0.624755 0.479289 0.455931 0.530737 0.559115 0.405783 0.349157 0.326424 0.279795 0.273317 0.262348 0.261338 0.20629 0.232476 0.126685 0.109077 0.0228805
threshold=0.109225 0.12708000000000003 -0.072579999999999992 -0.029309999999999996 0.094750000000000015 -0.0084749999999999982 -0.14310999999999999 -0.14265999999999998 -0.097224999999999992 -0.0070899999999999991 -1.0000000180025095e-35 0.029300000000000003 0.070130000000000012 -0.052894999999999991 0.14721500000000001 -0.077914999999999984 -1.0000000180025095e-35 -0.085539999999999991 0.091230000000000019 -0.12077499999999998 -0.042924999999999998 -0.0092649999999999972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 6 -1 -4 11 9 -9 -6 -7 -2 21 -3 -15 -5 -10 19 -19 -20 -8
right_child=1 14 4 16 10 7 13 8 17 -11 -12 -13 -14 15 -16 -17 -18 18 20 -21 -22 -23
leaf_value=0.0012470517716955342 0.0011418545054355056 0.00056330588607938548 0.0016792760826720003 0.0005821917034934469 0.00087654116086611448 0.0016522787031480594 0.001433769529161566 0.0015907489658134298 0.0014350283553981344 0.0011195641144621548 0.0012294315836408924 0.0019873127949875161 0.0015094915386469311 0.0010843411701599939 0.0002878912683063084 0.001378330337841919 0.00087367735140401743 0.0017986145046302582 0.0015705744969777176 0.0016372890555620097 0.0013907047811312272 0.0015430078768829396
leaf_weight=54 53 75 72 57 59 86 54 60 70 52 93 59 55 52 84 99 85 62 147 786 55 66
leaf_count=54 53 75 72 57 59 86 54 60 70 52 93 59 55 52 84 99 85 62 147 786 55 66
internal_value=0 0.000776515 0.00152971 0.00100437 0.00133187 0.00159812 0.00143776 0.00161186 0.001591 0.0013723 0.00109269 0.00178885 0.0013294 0.00137346 0.000418025 0.00127732 0.000756921 0.00161284 0.00162466 0.00164913 0.00152177 0.00149414
internal_weight=0 409 1926 250 495 1431 343 1377 1232 112 152 145 108 271 159 151 142 1120 1050 848 202 120
internal_count=2335 409 1926 250 495 1431 343 1377 1232 112 152 145 108 271 159 151 142 1120 1050 848 202 120
is_linear=0
shrinkage=0.0032998


Tree=6388
num_leaves=14
num_cat=0
split_feature=39 13 147 48 14 156 52 13 123 43 376 50 13
split_gain=3.10124 2.96283 0.552834 0.433479 0.347873 0.293254 0.383009 0.265249 0.249124 0.255969 0.392735 0.24646 0.0289116
threshold=0.081875000000000017 -0.23438999999999996 0.089365000000000014 0.11865500000000002 0.062655000000000016 -0.031569999999999994 -0.048309999999999992 -0.083354999999999985 0.09338500000000001 -0.073404999999999984 1.0000000180025095e-35 0.11875500000000001 -0.46134499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 -3 7 -7 9 10 -2 -8 -1
right_child=8 2 -4 -5 -6 6 11 -9 -10 -11 -12 -13 -14
leaf_value=0.00056465805290195062 0.0004519283754499811 0.0012485529326388832 0.00075969472049548857 0.00077633861518434965 0.0013276583754640321 0.0011450030916907502 0.0011054833541097261 0.00093634328985128324 0.00045527267570459699 0.00088620240220242533 0.00079313773871020181 0.0008997207042401985 0.00045174179745188997
leaf_weight=55 70 103 63 52 63 85 1186 338 54 63 79 69 55
leaf_count=55 70 103 63 52 63 85 1186 338 54 63 79 69 55
internal_value=0 0.0010361 0.0010657 0.00107585 0.00108428 0.00107565 0.00106502 0.000978356 0.000657196 0.000708463 0.000633074 0.0010942 0.00050852
internal_weight=0 2069 1959 1896 1844 1781 1678 423 266 212 149 1255 110
internal_count=2335 2069 1959 1896 1844 1781 1678 423 266 212 149 1255 110
is_linear=0
shrinkage=0.0032998


Tree=6389
num_leaves=16
num_cat=0
split_feature=1 2 12 39 40 12 15 2 150 2 0 12 12 12 15
split_gain=10.5923 1.41073 1.77628 1.10279 0.688745 0.57913 0.513803 0.511277 0.35957 0.308042 0.276824 0.207537 0.189927 0.16468 0.119498
threshold=0.10538500000000002 0.114805 0.087545000000000026 0.081875000000000017 -0.026419999999999996 0.11844 -0.21242999999999998 -1.0000000180025095e-35 0.10980500000000001 0.10836000000000003 -0.14989499999999997 0.10055500000000002 0.10031500000000002 0.10055500000000002 -0.37478999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 -3 6 -1 -2 9 10 -8 -11 -12 -4 -6
right_child=1 4 13 -5 14 -7 8 -9 -10 11 12 -13 -14 -15 -16
leaf_value=0.0014964888794986152 0.00031246104272194983 0.00015592719546282958 0.0011852804273804211 0.00080768259128597634 0.00041780795808675519 0.00082491820903916587 0.0013683795906119431 0.0006956497075703361 0.00089582625562559389 0.00090660024562094776 0.0011834614771191864 0.0011733329565472937 0.0010258740730237448 0.00092917130680878878 0.00061327644951938878
leaf_weight=52 68 79 63 103 57 55 86 87 55 79 1259 56 93 52 91
leaf_count=52 68 79 63 103 57 55 86 87 55 79 1259 56 93 52 91
internal_value=0 0.000597407 0.000758756 0.00114055 0.000405339 0.00116029 0.00117125 0.000527768 0.00116084 0.00117008 0.00118438 0.00101751 0.00117265 0.00106978 0.000538233
internal_weight=0 497 270 1838 227 1735 1680 155 1628 1573 1438 135 1352 115 148
internal_count=2335 497 270 1838 227 1735 1680 155 1628 1573 1438 135 1352 115 148
is_linear=0
shrinkage=0.0032998


Tree=6390
num_leaves=21
num_cat=0
split_feature=4 39 4 150 15 4 16 16 16 403 43 4 15 157 484 160 16 124 157 4
split_gain=4.31877 1.24381 0.538287 0.442648 0.914366 0.369303 0.5557 0.299994 0.27757 0.201918 0.191629 0.339327 0.176031 0.158926 0.183651 0.166119 0.159077 0.133402 0.118934 0.0489662
threshold=0.36766000000000004 0.082470000000000016 -0.013024999999999998 0.081245000000000026 -0.077134999999999995 0.043850000000000007 -0.101115 -0.11118499999999999 0.51026500000000008 -0.54045999999999983 -0.072864999999999985 0.45363500000000007 -0.013349999999999999 -0.082259999999999986 0.085515000000000022 -0.098904999999999979 -0.096104999999999982 -0.078224999999999989 -0.14116499999999996 0.15484000000000003
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 -3 5 -5 9 19 10 -8 -1 -2 -12 -6 18 16 -16 -15 -4 -11 -7
right_child=7 2 17 4 12 6 8 -9 -10 13 11 -13 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.0010600319214113579 0.00025231255472679719 0.00026082930521986589 0.00054085525751402597 0.00035939076734153977 0.0009587399309507747 0.00093524256024824783 0.0003650654397641978 0.00013708511049623982 0.00070488075094128438 0.00085610631710733543 0.00031016700206150366 0.0006586660897272955 0.00070505152240753948 0.00096417752323333457 0.00082948314041173378 0.00057273189102306624 0.00083524707312249743 0.00076343924208033482 0.0010506298011758715 0.00080064664093732905
leaf_weight=52 63 56 60 68 64 55 53 63 53 72 64 59 59 120 59 54 1060 61 72 81
leaf_count=52 63 56 60 68 64 55 53 63 53 72 64 59 59 120 59 54 1060 61 72 81
internal_value=0 0.000794627 0.000529367 0.000819037 0.000667364 0.000835752 0.000715304 0.000334738 0.000535305 0.000855304 0.000401495 0.00047762 0.000837338 0.000847872 0.000836068 0.0007071 0.000848389 0.000653358 0.000953613 0.000855338
internal_weight=0 2099 177 1922 191 1731 242 249 106 1489 186 123 123 1437 1293 113 1180 121 144 136
internal_count=2348 2099 177 1922 191 1731 242 249 106 1489 186 123 123 1437 1293 113 1180 121 144 136
is_linear=0
shrinkage=0.0032998


Tree=6391
num_leaves=12
num_cat=0
split_feature=14 403 1210 43 43 15 10 16 1213 12 160
split_gain=0.290005 0.138001 0.205657 0.142795 0.269599 0.380228 0.340584 0.243463 0.121432 0.222257 0.143823
threshold=-0.30192499999999994 -0.54045999999999983 -0.079004999999999978 0.31428500000000009 0.053035000000000006 0.086275000000000004 -0.0091199999999999979 -0.081354999999999983 0.084510000000000016 0.087435000000000013 -0.54512499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 7 -4 -6 10 -10 -8
right_child=1 2 3 -5 5 -7 8 -9 9 -11 -12
leaf_value=-0.0026463002476455359 0.015466988905782419 -0.00040826742425011586 -0.0037727891538160462 0.00091849238282671317 0.028239511271857667 0.006191351250481523 0.016284938816033885 0.012162752006865367 -0.0056414349299119086 0.0091364148524378172 0.0077199525967122607
leaf_weight=84 59 96 77 89 56 103 58 52 53 63 1558
leaf_count=84 59 96 77 89 56 103 58 52 53 63 1558
internal_value=0 0.00740821 0.00719176 0.00753856 0.00782935 0.0135317 0.00716324 0.0205155 0.00765047 0.00236898 0.00802847
internal_weight=0 2264 2205 2109 2020 211 1809 108 1732 116 1616
internal_count=2348 2264 2205 2109 2020 211 1809 108 1732 116 1616
is_linear=0
shrinkage=0.16829


Tree=6392
num_leaves=20
num_cat=0
split_feature=3 3 15 15 42 124 0 0 3 49 0 15 51 0 3 13 15 3 50
split_gain=14.5148 3.71145 2.45657 1.4727 0.79957 0.404218 0.713605 0.397113 0.391375 0.32902 0.585927 0.425682 0.281618 0.204808 0.263405 0.17367 0.169898 0.131575 0.0444799
threshold=-0.058704999999999993 0.30835000000000007 -0.24269999999999997 -0.24042999999999998 0.086700000000000013 -0.076779999999999987 -0.12324999999999998 -0.023359999999999995 0.092330000000000009 -0.026779999999999995 -0.14076499999999997 -0.03886499999999999 -0.092119999999999994 0.12113000000000002 -0.081084999999999977 -0.061199999999999991 -0.047584999999999995 -0.13088999999999998 -1.0000000180025095e-35
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 -2 -1 5 -4 8 -8 -7 11 -11 -5 16 14 17 -16 18 -14 -12
right_child=1 -3 4 9 -6 6 7 -9 -10 10 12 -13 13 -15 15 -17 -18 -19 -20
leaf_value=0.00089891663892009981 0.00049337470957805342 0.00025808029308764909 0.00093307413966111686 0.0010924468270811288 0.00077618947721637009 0.0012310802510526091 0.0014919749827585478 0.0011398270739252545 0.00086647491062058208 0.0017993868378210181 0.0013309490888906742 0.0014540279739910097 0.0016876769564814042 0.0012722330508498601 0.0014618278356615677 0.0013104557580957991 0.001173802789327427 0.0015112023602139649 0.0014793565013182328
leaf_weight=53 99 95 85 60 84 56 90 59 78 59 52 91 53 53 315 120 54 738 54
leaf_count=53 99 95 85 60 84 56 90 59 78 59 52 91 53 53 315 120 54 738 54
internal_value=0 0.000860948 0.000964827 0.00144207 0.00106801 0.00113453 0.00119491 0.00135277 0.00101911 0.00145951 0.0014745 0.00131059 0.00146115 0.00147773 0.00148658 0.00142015 0.00132844 0.00152307 0.00140689
internal_weight=0 646 551 1702 452 368 283 149 134 1649 1498 151 1439 1279 1226 435 160 791 106
internal_count=2348 646 551 1702 452 368 283 149 134 1649 1498 151 1439 1279 1226 435 160 791 106
is_linear=0
shrinkage=0.0032998


Tree=6393
num_leaves=20
num_cat=0
split_feature=3 3 4 12 51 16 3 4 52 52 1 403 1210 15 1212 1213 3 3 1
split_gain=0.402883 0.282377 0.29203 0.289284 0.207149 0.294969 0.176852 0.34632 0.178805 0.143326 0.100929 0.0959756 0.11325 0.0998475 0.190478 0.124764 0.0950637 0.132481 0.0918369
threshold=-0.010299999999999998 0.083605000000000013 -0.030434999999999993 -0.081314999999999985 0.087605000000000016 -0.11118499999999999 -0.14443999999999999 -0.14538499999999996 -0.015319999999999999 0.022635000000000006 0.10296000000000001 -0.54045999999999983 -0.079004999999999978 0.087235000000000021 0.081560000000000007 0.085505000000000012 -0.082284999999999983 -0.090854999999999977 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 5 -4 8 -8 10 -10 -1 -9 -13 14 15 -14 17 -15 -18
right_child=1 2 4 -5 -6 -7 7 11 9 -11 -12 12 13 16 -16 -17 18 -19 -20
leaf_value=0.0022715374463752377 0.0024348197097964664 0.01285724523294649 0.0041951604024151566 -0.012564712030626238 0.010737686610706945 -0.010886040389198676 -0.0061841324178079438 0.014759933964451008 0.023113600840775968 0.010802832391229573 0.012657989298659396 0.0015439928015016536 0.0085256395791817475 0.0096597908475475665 0.016222255405862241 8.7845880833321805e-05 0.0098081667166255663 -0.00031430783591274283 0.0029171832010996884
leaf_weight=53 90 98 100 61 54 58 52 54 57 52 54 86 895 54 89 53 185 124 79
leaf_count=53 90 98 100 61 54 58 52 54 57 52 54 86 895 54 89 53 185 124 79
internal_value=0 0.00234806 0.00525731 -0.0036127 0.00173566 -0.00132961 0.00790359 0.00731522 0.0124469 0.0172571 0.00753009 0.00774991 0.00750688 0.0078524 0.00875842 0.0080558 0.00572267 0.00270145 0.0077529
internal_weight=0 461 310 151 212 158 1887 1671 216 109 107 1619 1565 1479 1037 948 442 178 264
internal_count=2348 461 310 151 212 158 1887 1671 216 109 107 1619 1565 1479 1037 948 442 178 264
is_linear=0
shrinkage=0.16829


Tree=6394
num_leaves=15
num_cat=0
split_feature=3 9 2 2 1 0 41 123 3 157 3 13 0 3
split_gain=0.278665 0.287528 0.265143 0.204067 0.232106 0.190765 0.220142 0.175178 0.203149 0.168848 0.177878 0.167734 0.11619 0.0880849
threshold=-0.010299999999999998 0.081890000000000004 -1.0000000180025095e-35 0.11252000000000002 0.10282000000000001 -0.15135999999999997 0.075585000000000013 0.084000000000000005 -0.046329999999999989 -0.082134999999999986 -0.10032499999999998 -0.026084999999999997 -0.10220499999999998 0.092330000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 13 -1 7 8 9 11 -11 -7 -5 -4
right_child=2 -3 3 12 -6 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0038054181779055758 -0.0093562329759129276 0.018811769175300974 0.0067939928168273787 0.0030282324767821871 0.015471702345140139 0.0077425472203652137 0.016729890360438922 0.014757537012993024 -0.0036015565731605088 0.00074283947101557119 0.0063131728090710347 0.019021934043362183 -0.0054765847654529385 -0.0011224267304139031
leaf_weight=52 52 53 93 102 63 130 58 65 62 188 1226 53 82 69
leaf_count=52 52 53 93 102 63 130 58 65 62 188 1226 53 82 69
internal_value=0 0.00657494 0.00195356 0.00339587 0.00679605 0.00622033 0.0065139 0.00616916 0.00583158 0.00619893 0.00557383 0.0110191 -0.000752194 0.00341109
internal_weight=0 1887 461 409 225 1834 1782 1724 1659 1597 1414 183 184 162
internal_count=2348 1887 461 409 225 1834 1782 1724 1659 1597 1414 183 184 162
is_linear=0
shrinkage=0.16829


Tree=6395
num_leaves=23
num_cat=0
split_feature=4 3 39 3 0 2 0 3 0 0 157 15 16 4 484 4 16 51 16 16 155 2
split_gain=3.9106 1.7331 1.62128 0.615539 0.556975 0.524541 0.465264 0.323349 0.254359 0.233153 0.308467 0.175789 0.189809 0.162753 0.161182 0.256858 0.225929 0.14274 0.117922 0.108499 0.114491 0.0524142
threshold=0.30163500000000004 0.25468500000000005 0.081875000000000017 0.13524500000000003 -0.10075499999999998 0.10272000000000002 -0.091674999999999993 -0.011259999999999997 -0.057279999999999991 -0.079249999999999987 -0.0048549999999999991 0.041820000000000003 0.27020000000000005 -0.0084099999999999991 -0.012019999999999998 0.054560000000000004 -0.072534999999999988 -0.091829999999999981 -0.079074999999999993 0.0086100000000000013 0.10772000000000002 0.08598500000000002
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 2 5 4 -2 9 -7 -4 -6 14 -11 12 -12 19 16 17 -1 -16 -13 -8 -21 -18
right_child=3 -3 7 -5 8 6 13 -9 -10 10 11 18 -14 -15 15 -17 21 -19 -20 20 -22 -23
leaf_value=0.0011747847803586101 0.00069316316489643982 0.00022450324705612529 0.0003775229297283686 6.5590128044061858e-05 0.00016322559107631089 0.00048864312674851606 0.00098190722767383136 0.00066686346085945158 0.00046479143713760459 0.0010105297154156547 0.00052920920316930061 0.00068532767431596798 0.00080799412423959987 0.00068390373310192056 0.0010797300464631032 0.00073153204342783957 0.00085186526447622981 0.00089748863204333607 0.00086638125608870552 0.00070400907295601722 0.00091389948024533625 0.00098446544876739143
leaf_weight=56 73 53 86 54 56 66 56 84 68 74 57 53 52 90 52 102 66 774 180 64 55 80
leaf_count=56 73 53 86 54 56 66 56 84 68 74 57 53 52 90 52 102 66 774 180 64 55 80
internal_value=0 0.000814545 0.000829804 0.000378466 0.00046405 0.000857781 0.000737917 0.000520698 0.000328885 0.000883422 0.000815797 0.000773559 0.000662531 0.000799868 0.000908286 0.000889535 0.000994251 0.000909004 0.000825349 0.000859305 0.000801313 0.000924764
internal_weight=0 2100 2047 251 197 1877 331 170 124 1546 416 342 109 265 1130 928 202 826 233 175 119 146
internal_count=2351 2100 2047 251 197 1877 331 170 124 1546 416 342 109 265 1130 928 202 826 233 175 119 146
is_linear=0
shrinkage=0.0032998


Tree=6396
num_leaves=16
num_cat=0
split_feature=1 40 1 2 4 4 1 2 41 4 16 475 48 484 16
split_gain=15.0831 2.45952 1.71255 1.67668 1.12614 0.894254 0.726931 0.62204 0.472348 0.372369 0.49976 0.441226 0.205436 0.189744 0.153308
threshold=0.10932500000000002 -0.024094999999999995 0.12500000000000003 1.0000000180025095e-35 0.25472500000000003 0.36766000000000004 0.092655000000000015 0.11793500000000001 0.075585000000000013 -0.49862999999999996 -0.0073349999999999986 -0.085444999999999979 0.091085000000000013 -0.011809999999999999 -0.44010499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 7 -4 -1 8 9 -3 13 -12 -5 -11 -7
right_child=2 4 5 12 -6 14 -8 -9 -10 10 11 -13 -14 -15 -16
leaf_value=0.0013230801501839266 0.0013833323245385381 0.001771605652214107 0.00085106052863506731 0.00089142090095077934 0.0011216416734428551 0.00054920653394399557 0.00079999513106252071 0.0012542727025317668 0.0018243088636113352 0.001684513865106922 0.0017197513313718898 0.0013938928281935314 0.00061592679638135283 0.0015541775894090878 0.00031190503112010364
leaf_weight=53 83 78 88 72 72 53 65 78 71 148 53 360 52 955 70
leaf_count=53 83 78 88 72 72 53 65 78 71 148 53 360 52 955 70
internal_value=0 0.0014978 0.000806311 0.00101979 0.00152785 0.000596707 0.00103524 0.00154461 0.00155819 0.00154631 0.0015347 0.0014358 0.000776175 0.0015717 0.000414443
internal_weight=0 1933 418 207 1815 211 118 1743 1665 1594 1516 413 124 1103 123
internal_count=2351 1933 418 207 1815 211 118 1743 1665 1594 1516 413 124 1103 123
is_linear=0
shrinkage=0.0032998


Tree=6397
num_leaves=24
num_cat=0
split_feature=1 3 40 2 2 0 1 0 2 0 13 0 1 3 13 1 42 42 49 484 52 0 52
split_gain=24.1085 4.14211 2.11522 1.56181 1.26091 1.09655 0.768387 0.736996 0.609065 0.564816 0.424636 0.423741 0.779403 0.27659 0.287069 0.230027 0.157811 0.149587 0.14284 0.114678 0.10812 0.0816649 0.136839
threshold=0.10335000000000001 -0.049204999999999992 -0.024094999999999995 0.11444000000000001 0.14870000000000003 -0.079249999999999987 0.092900000000000024 -0.043914999999999989 -1.0000000180025095e-35 -0.081854999999999997 -0.11122999999999998 0.036480000000000005 0.081540000000000015 -0.080049999999999996 -0.091914999999999983 0.11481500000000001 0.090040000000000023 0.11457500000000002 0.096010000000000012 0.085775000000000004 0.087555000000000008 -0.077914999999999984 0.10347000000000002
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 3 -1 7 8 6 10 -2 -3 15 -4 17 -13 14 -12 -10 20 18 21 -16 -15 -7 -23
right_child=1 4 5 -5 -6 11 -8 -9 9 -11 13 12 -14 16 19 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0011087921090975246 0.0015697476176720359 0.00041408591143872301 0.0019903740719632397 0.00074584010388201833 0.00013050570120021033 0.0014801225760120848 0.0013412443426481383 0.0010645426633049931 0.00074795557567121037 0.0010344691734989772 0.0014993111493743869 0.0010201856898664416 0.0015891505198012683 0.001587880170919972 0.0017500790872990934 0.00046978539273304386 0.0014598061804559786 0.0014086448107670951 0.0014333730307775558 0.0016203765451713269 0.0017699686706921845 0.0016838903169773675 0.0015069816350420156
leaf_weight=95 82 78 52 64 59 55 72 52 90 58 65 53 53 134 612 52 79 83 73 94 55 167 74
leaf_count=95 82 78 52 64 59 55 72 52 90 58 65 53 53 134 612 52 79 83 73 94 55 167 74
internal_value=0 0.000792147 0.00158931 0.00117111 0.000569387 0.00161581 0.00167376 0.00137396 0.000662404 0.000759073 0.00169567 0.00149497 0.001305 0.00168089 0.00171322 0.000646339 0.00158776 0.00153944 0.00156877 0.00173286 0.00164106 0.00160204 0.00162972
internal_weight=0 535 1816 198 337 1721 1163 134 278 200 1091 558 106 1039 771 142 268 452 369 706 189 296 241
internal_count=2351 535 1816 198 337 1721 1163 134 278 200 1091 558 106 1039 771 142 268 452 369 706 189 296 241
is_linear=0
shrinkage=0.0032998


Tree=6398
num_leaves=13
num_cat=0
split_feature=1 3 4 0 457 13 4 0 0 0 4 0
split_gain=0.569224 0.220227 0.386609 0.175085 0.177177 0.197535 0.172537 0.204314 0.163826 0.108883 0.154386 0.0556741
threshold=0.12475000000000001 -0.15002999999999997 -0.040969999999999993 0.0037850000000000002 0.089030000000000012 -0.14545999999999995 0.26450500000000005 -0.17785499999999996 -0.10417499999999999 -0.083804999999999977 0.50373500000000015 0.12113000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 -3 7 -7 -9 -2 -11 -1
right_child=9 3 -4 -5 -6 6 -8 8 -10 10 -12 -13
leaf_value=0.011338431204426283 -0.0065224328656476793 0.018722748833947395 -0.0085441517246561266 0.0011888490598308697 0.0014866647939689248 0.018762438278767651 0.0012113307096714989 0.0021523454034006358 0.0090278007024835044 0.0058298515249218946 -0.005831409250824233 0.0038242130760683672
leaf_weight=60 78 56 64 99 98 58 87 106 1455 84 52 54
leaf_count=60 78 56 64 99 98 58 87 106 1455 84 52 54
internal_value=0 0.00759084 0.00191004 0.0081061 0.00847331 0.00886088 0.00853611 0.00892861 0.00856207 -0.00150596 0.00135792 0.00779482
internal_weight=0 2137 178 1959 1860 1762 1706 1619 1561 214 136 114
internal_count=2351 2137 178 1959 1860 1762 1706 1619 1561 214 136 114
is_linear=0
shrinkage=0.16829


Tree=6399
num_leaves=24
num_cat=0
split_feature=1 1 123 150 16 10 43 3 2 155 13 3 1 16 3 16 15 16 43 3 3 13 3
split_gain=12.2941 2.59638 1.71531 1.57571 1.11512 1.02242 1.0222 0.919851 0.781204 0.642878 0.608255 0.443051 0.321439 0.215064 0.194749 0.167333 0.157055 0.180941 0.174236 0.150997 0.137809 0.113683 0.0988796
threshold=0.104035 0.12475000000000001 0.081180000000000016 0.085825000000000012 0.23993500000000004 -1.0000000180025095e-35 -0.50149499999999991 0.085315000000000016 0.093255000000000018 0.083165000000000003 -0.0095949999999999976 -0.097224999999999992 0.086050000000000015 -0.0070899999999999991 -0.088714999999999988 -0.016079999999999994 0.088795000000000013 -0.081934999999999994 -0.116045 -0.072579999999999992 -0.09224499999999998 -0.057284999999999996 -0.052614999999999995
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 3 6 4 10 -3 -1 -7 12 11 -2 -10 16 22 -14 19 18 -18 -8 -16 -20 -15 -13
right_child=1 5 -4 -5 -6 7 8 -9 9 -11 -12 13 14 21 15 -17 17 -19 20 -21 -22 -23 -24
leaf_value=0.00092930814151562474 0.0011716337429102989 0.00011383692865903435 0.00085816879136125504 0.00058482873020240258 0.0015251005139680495 0.00038880826248304472 0.001689537975640646 0.0008903317867543732 0.0009818696796757211 0.0015693325818105161 0.00076715950146078252 0.0013867640655150872 0.0011671159471476245 0.0012741246786443607 0.0013915690190132101 0.0015107020244729118 0.0015247702343632482 0.0012909669329318556 0.0013608150746907493 0.0011807019864492061 0.001505665189610206 0.0010862657435073112 0.0012172772757562318
leaf_weight=53 90 54 71 80 57 80 52 80 63 77 75 177 52 78 149 92 62 97 89 53 545 72 53
leaf_count=53 90 54 71 80 57 80 52 80 63 77 75 177 52 78 149 92 62 97 89 53 545 72 53
internal_value=0 0.000785641 0.00136235 0.000982804 0.00112606 0.000507238 0.00138263 0.00063979 0.00139665 0.0012893 0.000987995 0.00124055 0.00144349 0.00128335 0.00135752 0.00139107 0.00147865 0.00138236 0.00150091 0.00133642 0.00148539 0.00118419 0.00134786
internal_weight=0 516 1835 302 222 214 1764 160 1711 520 165 443 1191 380 346 294 845 159 686 202 634 150 230
internal_count=2351 516 1835 302 222 214 1764 160 1711 520 165 443 1191 380 346 294 845 159 686 202 634 150 230
is_linear=0
shrinkage=0.0032998


Tree=6400
num_leaves=21
num_cat=0
split_feature=1 3 4 3 14 2 2 49 1 1 3 481 4 3 0 52 4 2 0 51
split_gain=5.93919 1.56689 0.924401 0.581471 0.484277 0.424579 0.413297 0.334667 0.42419 0.4316 0.274969 0.228918 0.211269 0.209608 0.207766 0.199728 0.183325 0.155829 0.12918 0.101324
threshold=0.104035 -0.055839999999999994 0.36766000000000004 0.091170000000000015 0.054835000000000009 0.14721500000000001 0.099325000000000011 -0.062709999999999974 0.11239500000000001 0.12895500000000001 -0.029309999999999996 -0.0087899999999999975 0.054560000000000004 -0.086049999999999988 -0.036119999999999992 0.048565000000000004 0.03851000000000001 0.090425000000000019 -0.087404999999999997 -0.033754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 6 7 10 -3 -9 -10 11 13 17 -1 15 16 -8 -13 -15 -2
right_child=1 5 -4 -5 -6 -7 14 8 9 -11 -12 12 -14 18 -16 -17 -18 -19 -20 -21
leaf_value=0.0011145478325337037 0.00071596480147483911 0.00056724959963843843 0.00033239940109528707 0.00055452685558203172 0.0010972819533668727 5.0531007469489079e-05 0.00079330235811550423 4.9171685146047272e-05 0.00059166967888173389 0.00023014818394258944 0.0010070132213897116 0.00084024552837951754 0.00063365102276407063 0.00097938574315750205 0.00054273136792607174 0.00086547035449060876 0.00056203162638776615 0.00073617493326466566 0.00076598698850882923 0.00091240487535991087
leaf_weight=52 54 56 63 92 69 70 74 62 60 91 100 818 73 59 68 101 79 202 71 68
leaf_count=52 54 56 63 92 69 70 74 62 60 91 100 818 73 59 68 101 79 202 71 68
internal_value=0 0.000413528 0.000657931 0.000811456 0.000824821 0.000280048 0.000813722 0.000339643 0.000279637 0.000374032 0.00083878 0.000825558 0.000807278 0.000935142 0.000706611 0.000750346 0.000674118 0.00081967 0.000863108 0.000825745
internal_weight=0 524 185 1858 1766 339 1697 269 213 151 1375 1275 1093 182 322 254 153 1020 130 122
internal_count=2382 524 185 1858 1766 339 1697 269 213 151 1375 1275 1093 182 322 254 153 1020 130 122
is_linear=0
shrinkage=0.0032998


Tree=6401
num_leaves=17
num_cat=0
split_feature=2 15 11 1453 158 2 1 1429 133 481 133 15 15 1 15 2
split_gain=0.287101 0.351778 0.23833 0.189548 0.160814 0.159338 0.161673 0.151003 0.13767 0.123977 0.0990488 0.0802432 0.198052 0.137711 0.118698 0.0430518
threshold=0.106285 -0.26826999999999995 0.080455000000000013 -0.077764999999999987 -0.044724999999999994 -0.011974999999999998 0.10548500000000001 0.052280000000000007 0.078935000000000019 -0.065834999999999991 -0.083029999999999979 -0.025694999999999999 0.054100000000000002 0.10932500000000002 -0.41309499999999993 0.11941000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 9 8 10 -7 -2 13 -13 -12 -15 -10
right_child=7 2 -4 4 5 6 -8 -9 15 -11 11 12 -14 14 -16 -17
leaf_value=-0.0037042019898784521 0.0077120461529574238 0.016807402879939402 0.018549144647116746 -0.0011386227533685433 2.9825150362307362e-05 0.012606117844349866 0.015466070560606055 0.012255956318530686 0.0043865762662486903 0.0074724204778259442 0.0084793072979514276 -0.011007204365636573 0.0034561784873233998 0.0050360485179209574 -0.0049918350695180849 0.010860559103779916
leaf_weight=69 54 69 65 55 67 150 88 52 59 1285 62 54 53 55 85 60
leaf_count=69 54 69 65 55 67 150 88 52 59 1285 62 54 53 55 85 60
internal_value=0 0.00806741 0.00852499 0.0081438 0.00777931 0.00808892 0.00844228 0.00363028 0.00269598 0.0080103 0.00106179 -9.45782e-05 -0.00382631 0.00187324 -0.00103948 0.00766587
internal_weight=0 1848 1779 1714 1645 1590 1523 534 482 1435 363 309 107 202 140 119
internal_count=2382 1848 1779 1714 1645 1590 1523 534 482 1435 363 309 107 202 140 119
is_linear=0
shrinkage=0.16829


Tree=6402
num_leaves=19
num_cat=0
split_feature=4 12 2 2 2 14 4 14 4 1453 3 3 12 13 49 483 160 51
split_gain=12.1338 4.73703 1.90773 2.16563 1.48487 0.886458 0.599611 0.534429 0.433386 0.332274 0.331797 0.333305 0.319839 0.295346 0.235783 0.173887 0.155077 0.143885
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 -0.0091949999999999983 0.12454500000000002 -0.42214499999999994 -0.030434999999999993 0.076175000000000007 0.0041500000000000009 -0.077984999999999985 0.077930000000000013 -0.082634999999999986 0.091475000000000015 -0.0016149999999999999 0.097940000000000013 -0.040619999999999996 0.0088350000000000008 -0.10830999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -2 -5 9 -8 -3 11 -7 15 -4 17 -11 -17 -14
right_child=5 4 13 6 -6 10 8 -9 -10 12 -12 -13 14 -15 -16 16 -18 -19
leaf_value=0.00040838392434127958 0.00078793817366969567 0.0015090915440244296 0.00040838630014348087 0.0013645437873702703 0.00071903980153181248 0.00037778249186095871 0.00079834932677632676 0.0016033819237302558 0.0011768176339300811 0.0014818933013595605 0.00047863089118678443 3.1754981452158586e-05 0.0013796663476369215 0.00072187751343181237 0.0010303894009784378 0.0012966335491463124 0.0011500942631016595 0.0012014879976336283
leaf_weight=52 52 58 79 91 55 58 58 52 79 52 73 64 58 57 85 758 93 508
leaf_count=52 52 58 79 91 55 58 58 52 79 52 73 64 58 57 85 758 93 508
internal_value=0 0.00117745 0.000861221 0.0010171 0.00125396 0.000404705 0.00115578 0.00127162 0.00101685 0.0012609 0.000302329 0.000196549 0.00125161 0.000540035 0.00119513 0.00129229 0.00128066 0.00121981
internal_weight=0 2135 416 280 1719 247 228 1664 137 1612 195 122 1554 136 651 903 851 566
internal_count=2382 2135 416 280 1719 247 228 1664 137 1612 195 122 1554 136 651 903 851 566
is_linear=0
shrinkage=0.0032998


Tree=6403
num_leaves=26
num_cat=0
split_feature=1 2 4 2 12 481 1429 4 4 12 12 1 0 13 1 159 4 151 3 0 133 133 43 43 4
split_gain=9.17811 1.60964 2.0107 0.837629 0.829165 0.329267 0.348008 0.287619 0.657691 0.261985 0.278068 0.259617 0.237781 0.244548 0.198243 0.168902 0.228066 0.230392 0.167538 0.161632 0.13919 0.115248 0.111797 0.0795018 0.0496073
threshold=0.104035 0.11144000000000001 0.41939500000000002 0.099325000000000011 0.089435000000000014 -0.010159999999999999 0.085185000000000011 0.024315000000000003 0.41555500000000006 0.086085000000000009 0.095175000000000023 0.089875000000000024 -0.07385499999999999 -0.016469999999999995 0.079865000000000019 0.082200000000000009 -0.071519999999999986 -0.090769999999999976 -0.10919499999999999 -0.094709999999999989 -1.0000000180025095e-35 0.078935000000000019 -0.022549999999999997 -0.080659999999999996 -0.0093249999999999982
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 4 5 24 14 11 -3 -9 -5 -11 15 13 -13 22 16 18 -18 -7 -10 -12 -22 -1 -17 -2
right_child=1 7 -4 9 -6 6 -8 8 19 10 20 12 -14 -15 -16 23 17 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0011471857925438222 0.0006888016359617177 0.00059786278307422092 0.00029977716654333981 0.00083821175441906775 0.001188224955463071 0.001382191126744029 0.00087639148256272504 6.6963205572796391e-05 0.00064383044593933111 0.0012093848067219596 0.0011199084958178397 0.0010101073451401754 0.00085992678369305046 0.0012741238980209372 0.0014628358579147304 0.0013619587486448682 0.0012741077327217891 0.0010522410953932135 0.0011817241026801423 0.00039184857531828621 0.00080626961996344178 0.0010011600264137302 0.0013394268060765268 0.0011995622270481081 0.00083995450010117452
leaf_weight=90 52 88 64 100 99 53 53 55 52 76 52 102 56 64 53 73 64 293 458 62 62 79 58 72 52
leaf_count=90 52 88 64 100 99 53 53 55 52 76 52 102 56 64 53 73 64 293 458 62 62 79 58 72 52
internal_value=0 0.000630975 0.000810566 0.00112563 0.000971429 0.00116064 0.00114101 0.000444258 0.000364066 0.000984257 0.00103842 0.00115234 0.00104865 0.00111211 0.00128624 0.00117503 0.00115719 0.00109211 0.00120259 0.000507097 0.000970912 0.000915713 0.00122276 0.00128156 0.000764717
internal_weight=0 524 267 1858 203 1489 1288 257 169 369 269 1235 222 166 201 1013 868 357 511 114 193 141 148 145 104
internal_count=2382 524 267 1858 203 1489 1288 257 169 369 269 1235 222 166 201 1013 868 357 511 114 193 141 148 145 104
is_linear=0
shrinkage=0.0032998


Tree=6404
num_leaves=14
num_cat=0
split_feature=3 51 1453 1186 393 481 158 123 51 151 480 3 3
split_gain=0.229955 0.212869 0.170892 0.137822 0.138305 0.137021 0.115091 0.173532 0.0795095 0.0743786 0.0689095 0.0592076 0.0181083
threshold=0.11372500000000001 0.086430000000000021 -0.076894999999999977 0.084100000000000022 0.083525000000000016 -0.065834999999999991 0.085410000000000014 0.085740000000000011 -0.0088999999999999982 0.084990000000000024 0.086930000000000021 -0.078964999999999994 0.20828500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 -1 4 5 8 7 9 -4 -7 -10 -8 -2
right_child=1 -3 3 -5 -6 6 11 -9 10 -11 -12 -13 -14
leaf_value=0.015621816948290904 0.0034118123095710005 -0.0066984147705783405 0.01762055227199882 -0.00027723069748475853 0.01440068243228744 0.006849100642518046 0.015520270709329233 -0.00084978980621377802 0.0056575490153940016 0.013186665135597631 0.013831191800020248 0.0086952698518462605 0.0076893618278979859
leaf_weight=78 55 59 52 61 87 1520 63 82 61 55 58 89 62
leaf_count=78 55 59 52 61 87 1520 63 82 61 55 58 89 62
internal_value=0 0.00152945 0.00786341 0.00757819 0.00781089 0.00752043 0.0070876 0.00667847 0.0120888 0.00707155 0.00965644 0.0115359 0.0056939
internal_weight=0 176 2206 2128 2067 1980 1809 1657 171 1575 119 152 117
internal_count=2382 176 2206 2128 2067 1980 1809 1657 171 1575 119 152 117
is_linear=0
shrinkage=0.16829


Tree=6405
num_leaves=19
num_cat=0
split_feature=15 14 2 16 157 2 2 43 133 15 131 2 2 47 12 16 160 2
split_gain=0.570111 0.265142 0.268087 0.220517 0.186405 0.364618 0.179647 0.176004 0.172626 0.155047 0.150363 0.138776 0.13696 0.136811 0.136477 0.0992075 0.145324 0.0835267
threshold=-0.2987999999999999 -1.0000000180025095e-35 0.15020000000000003 -0.43370499999999995 -0.065669999999999992 0.084895000000000012 0.08647500000000001 -0.073404999999999984 -0.013049999999999997 -0.061559999999999997 0.084390000000000007 0.10575500000000002 0.093255000000000018 0.11227500000000001 0.085945000000000008 0.03851000000000001 0.0039250000000000005 0.088850000000000012
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 -1 5 -3 13 10 9 -9 17 -10 14 15 -7 16 -6 -8
right_child=1 2 -4 -5 6 12 7 8 11 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0044822903154364277 0.019034217581352732 -0.0087494335657336587 -0.0048359810322962191 -0.0078554382839063856 0.01043917347272141 0.0054072686026067603 0.0050818026658719286 0.0032298910700570321 -0.00040639064389726674 0.011961728196990647 0.0012950878395887417 0.0060703522619673621 0.00089926633583147669 0.0017432756488231789 0.016283987806558233 0.015940174244372524 0.002303863319311187 0.011825844276179378
leaf_weight=68 52 58 54 103 602 90 66 104 223 131 60 161 87 58 52 79 70 265
leaf_count=68 52 58 54 103 602 90 66 104 223 131 60 161 87 58 52 79 70 265
internal_value=0 0.00713986 0.00685269 -0.0029387 0.00715325 0.00315675 0.00778283 0.00628093 0.00450952 0.00810507 0.00908068 0.00230444 0.00618014 0.00965566 0.00940295 0.0102643 0.00959442 0.0104865
internal_weight=0 2212 2160 171 2106 287 1819 1010 619 235 391 384 229 809 142 751 672 331
internal_count=2383 2212 2160 171 2106 287 1819 1010 619 235 391 384 229 809 142 751 672 331
is_linear=0
shrinkage=0.16829


Tree=6406
num_leaves=20
num_cat=0
split_feature=1 12 47 1 1 12 3 3 3 13 160 3 51 474 42 1455 3 1 3
split_gain=15.4172 3.87648 2.35675 1.30472 0.749204 0.687765 0.520118 0.41758 0.475739 0.355916 0.259763 0.223793 0.365954 0.243442 0.179448 0.139189 0.110653 0.104818 0.0942626
threshold=0.11846000000000002 0.077755000000000005 0.085505000000000012 0.10141500000000002 0.13662500000000002 0.10184000000000001 0.0025650000000000004 -0.016164999999999995 0.092330000000000009 -0.008624999999999999 -0.0031399999999999996 -0.154195 -0.095799999999999982 0.091180000000000011 0.092475000000000016 0.084305000000000005 -0.093224999999999988 0.091785000000000019 -0.069729999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 -2 11 -5 -1 9 -9 -7 -3 -13 14 15 -14 -12 -16 -18
right_child=2 5 -4 6 -6 10 -8 8 -10 -11 16 12 13 -15 17 -17 18 -19 -20
leaf_value=0.00072095792515756464 0.00029376556074893186 0.0013741722281338166 0.00072187637474991804 0.00046547042288943126 -0.00013121013107420025 0.00084329577620595518 0.0008128068491936927 0.00094850662156824891 0.00082947858374331294 0.001294399015925158 0.0012191067893713118 0.0010021428711251895 0.0012551753015249286 0.001000922093526246 0.0011916990574404646 0.0010792984421893067 0.0009221739491028564 0.0010330515749772313 0.0011088080240106003
leaf_weight=52 81 88 85 101 102 67 89 53 70 88 52 97 900 57 141 55 53 74 78
leaf_count=52 81 88 85 101 102 67 89 53 70 88 52 97 900 57 141 55 53 74 78
internal_value=0 0.00110808 0.000267803 0.000837218 5.67014e-05 0.00118188 0.000628356 0.000987973 0.00105361 0.00116463 0.00102145 0.00121026 0.00119934 0.0012149 0.0012253 0.00124508 0.00108648 0.00113726 0.00103357
internal_weight=0 2115 268 453 183 1662 190 263 211 141 250 1412 1324 1227 1170 955 183 215 131
internal_count=2383 2115 268 453 183 1662 190 263 211 141 250 1412 1324 1227 1170 955 183 215 131
is_linear=0
shrinkage=0.0032998


Tree=6407
num_leaves=26
num_cat=0
split_feature=4 3 3 43 4 0 3 16 0 3 0 49 0 40 4 49 43 43 43 43 0 51 42 157 4
split_gain=13.6968 4.28137 1.94062 1.8009 0.709828 0.512383 0.503519 0.470995 0.467664 0.440617 0.567041 0.424361 0.36507 0.255523 0.247498 0.229866 0.193894 0.182209 0.170053 0.179865 0.158077 0.149184 0.136593 0.0963949 0.0916644
threshold=0.30163500000000004 -0.064294999999999977 0.25468500000000005 -0.040789999999999993 0.0015850000000000003 -0.079119999999999982 0.13772500000000001 -0.069144999999999984 -0.099059999999999995 0.11191000000000002 -0.079249999999999987 -0.008964999999999999 -0.010949999999999998 -0.08416499999999999 -0.037969999999999997 0.0053350000000000003 -0.12584499999999996 -0.082689999999999986 -0.084059999999999982 0.0054600000000000004 -0.10803999999999998 -0.085574999999999984 0.090625000000000025 -0.086554999999999979 -0.0086449999999999982
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=1 4 3 13 5 16 8 20 -2 10 11 -5 -10 -3 18 -9 -1 -15 -7 22 -6 -18 -20 -23 -25
right_child=6 2 -4 9 7 14 -8 15 12 -11 -12 -13 -14 17 -16 -17 21 -19 19 -21 -22 23 -24 24 -26
leaf_value=0.0015969716006147446 0.00077478737141996378 0.00063951496898927162 0.00045846900831441809 0.0012075106882240949 0.0014760432830262986 0.0012148836763439463 0.00019001666122084787 0.00092122349136099485 0.00027876665501107772 0.00097817431608244088 0.0010998093575649531 0.0015585631326081673 0.00064194183169324047 0.0010614541442806446 0.0011303400419712182 0.0012120090332115049 0.0015827930640129545 0.00079268007621560461 0.0015373322002984963 0.0012706526480741071 0.0012566242750012729 0.0012791143368634894 0.0013572357535583325 0.0014159797292049728 0.001528938253088689
leaf_weight=98 66 54 57 61 63 83 55 60 73 53 90 103 52 53 68 62 74 61 98 99 94 52 98 554 102
leaf_count=98 66 54 57 61 63 83 55 60 73 53 90 103 52 53 68 62 74 61 98 99 94 52 98 554 102
internal_value=0 0.00129166 0.00103485 0.00110394 0.00137676 0.00140877 0.000469201 0.00122451 0.00054941 0.00125447 0.00131198 0.0014282 0.000430129 0.00082866 0.00131682 0.00106929 0.00145533 0.000917946 0.00135027 0.00138825 0.0013449 0.00143753 0.00144746 0.0014223 0.0014336
internal_weight=0 2137 532 475 1605 1326 246 279 191 307 254 164 125 168 446 122 880 114 378 295 157 782 196 708 656
internal_count=2383 2137 532 475 1605 1326 246 279 191 307 254 164 125 168 446 122 880 114 378 295 157 782 196 708 656
is_linear=0
shrinkage=0.0032998


Tree=6408
num_leaves=21
num_cat=0
split_feature=1 50 47 9 4 157 1 1 43 130 159 16 40 1212 4 157 16 15 15 15
split_gain=0.561431 0.291487 0.242144 0.179085 0.137595 0.191402 0.248751 0.204477 0.126869 0.243875 0.151898 0.125983 0.123723 0.133098 0.123007 0.119595 0.113703 0.0906408 0.0842922 0.0812775
threshold=0.11918000000000002 0.11875500000000001 0.10019500000000002 0.081890000000000004 0.0015850000000000003 -0.0085999999999999983 0.10871500000000002 0.087070000000000022 -0.0019149999999999998 0.085620000000000016 0.087110000000000007 -0.11118499999999999 -0.0067649999999999993 0.088030000000000011 0.5105900000000001 -0.0048549999999999991 -0.0037949999999999993 -0.094449999999999992 -0.11055 -0.070049999999999987
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 8 -6 7 18 10 15 12 14 -1 -14 -2 -10 -17 -9 -7 -3
right_child=2 19 -4 -5 5 6 -8 17 9 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.017869624678045436 -0.005351253352073722 0.0038091890321092555 0.0078546352806390836 0.017997268433082768 -0.0040344355283754487 0.013472113293048817 0.015649151410941156 -0.0063432057416364694 0.011210161350857424 0.017142103641180132 0.0037290332666633824 -0.0091506748183005186 0.0093065197731890051 0.015880841181501477 0.0056761271473313342 0.0056658480213026404 -0.0013091459276811969 0.0035837445120526956 0.0059008068095491532 -0.0054658915369800954
leaf_weight=63 61 55 72 53 52 53 74 52 77 55 101 72 737 100 54 254 89 52 205 52
leaf_count=63 61 55 72 53 52 53 74 52 77 55 101 72 737 100 54 254 89 52 205 52
internal_value=0 0.00786251 -0.000430247 0.00831665 0.0080545 0.00559475 0.00674731 0.00492263 0.00886653 0.00659033 0.00994485 -0.00362976 0.0106404 0.0100941 -0.000157557 0.00520427 0.00385077 -0.00136246 0.00746312 -0.000681536
internal_weight=0 2124 259 2017 1964 488 436 362 1476 475 1001 187 900 837 115 420 343 104 258 107
internal_count=2383 2124 259 2017 1964 488 436 362 1476 475 1001 187 900 837 115 420 343 104 258 107
is_linear=0
shrinkage=0.16829


Tree=6409
num_leaves=18
num_cat=0
split_feature=4 39 13 2 0 2 0 50 14 151 4 0 16 16 16 4 16
split_gain=18.4252 4.53311 3.55182 1.53487 0.936673 0.924781 0.922198 0.477672 0.455052 0.431731 0.42252 0.912856 0.344913 0.337809 0.181157 0.161428 0.0615068
threshold=0.30163500000000004 0.081875000000000017 -0.16392499999999996 0.14530500000000005 -0.076539999999999983 0.10644500000000001 -0.069389999999999993 0.11690000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.37626499999999991 -0.046734999999999992 -0.15796999999999997 -0.50327499999999992 -0.076269999999999991 -0.0063999999999999986 0.26799500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 7 -3 9 -2 12 16 14 -4 -10 -12 -16 -6
right_child=3 6 4 -5 10 -7 -8 -9 13 -11 11 -13 -14 -15 15 -17 -18
leaf_value=0.00098323601094901748 0.0010639977290377411 0.0013396298271311628 0.001995231224205812 0.00016935863824153933 0.0018393689875272675 0.0013357535875417736 0.00086716969225953235 0.001497591737449061 0.00083373179707989925 0.0014963935435833471 0.0017685520570413608 0.0011401808011639845 0.0017800866937575141 0.00049528429956303423 0.0016160416996150164 0.0014410636389509267 0.0016839890310157855
leaf_weight=78 55 103 91 52 52 57 81 69 87 56 57 57 1071 52 185 91 89
leaf_count=78 55 103 91 52 52 57 81 69 87 56 57 57 1071 52 185 91 89
internal_value=0 0.00162756 0.00167425 0.000673665 0.00170298 0.00174959 0.00113184 0.00176789 0.000808659 0.00178318 0.00158494 0.00152823 0.00179697 0.000707372 0.00159454 0.00155848 0.00174154
internal_weight=0 2137 1953 246 1875 1344 184 1287 194 1218 531 390 1162 139 333 276 141
internal_count=2383 2137 1953 246 1875 1344 184 1287 194 1218 531 390 1162 139 333 276 141
is_linear=0
shrinkage=0.0032998


Tree=6410
num_leaves=13
num_cat=0
split_feature=9 48 1453 52 52 159 16 15 42 0 16 156
split_gain=0.35082 0.314172 0.231497 0.252194 0.240548 0.158917 0.256852 0.288797 0.247724 0.332859 0.161505 0.0406918
threshold=0.09055500000000001 0.13252500000000003 -1.0000000180025095e-35 -0.53454499999999994 -0.025904999999999994 0.11178 -0.011859999999999997 -0.43457999999999991 0.097785000000000025 -0.023359999999999995 -0.016354999999999998 0.10208000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 6 7 -5 9 -8 -9 -4
right_child=-2 -3 3 5 -6 -7 8 10 -10 -11 -12 -13
leaf_value=0.0063424976103965561 -0.0073988681757359105 -0.0062262709799390924 0.01660427387141113 -0.0031998028712240611 0.022290360631195216 0.012480862932523493 0.0034466616275150774 0.0071001916026914129 0.01318528906566814 -0.0078684091599343711 0.016004056318170347 0.01073522649795639
leaf_weight=53 52 53 63 75 55 102 425 1195 57 89 61 78
leaf_count=53 52 53 63 75 55 102 425 1195 57 89 61 78
internal_value=0 0.00656317 0.00686483 0.00648053 0.0144807 0.00599488 0.00564611 0.00692787 0.00265517 0.00148394 0.00753406 0.0133703
internal_weight=0 2306 2253 2145 108 2004 1902 1331 571 514 1256 141
internal_count=2358 2306 2253 2145 108 2004 1902 1331 571 514 1256 141
is_linear=0
shrinkage=0.16829


Tree=6411
num_leaves=20
num_cat=0
split_feature=1 155 39 1 2 2 10 14 51 51 16 481 42 15 49 16 15 15 16
split_gain=18.8522 4.76436 2.02628 1.33617 1.69167 0.801801 0.800561 0.581747 0.496451 0.446487 0.50264 0.408044 0.56009 0.383205 0.330149 0.750098 0.408709 0.296093 0.0545427
threshold=0.104035 0.088610000000000008 0.081875000000000017 0.12450500000000002 0.10472500000000001 0.10836000000000003 -1.0000000180025095e-35 0.062655000000000016 -0.13579499999999997 -0.095334999999999989 -0.064539999999999986 -0.065834999999999991 0.088305000000000008 -0.13924999999999996 -0.026779999999999995 -0.013125 -0.13662499999999997 -0.09547499999999999 -0.040964999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 18 7 -5 8 -1 -7 -11 12 -10 -8 15 -13 -16 -6 -2
right_child=1 -3 -4 6 17 9 13 -9 11 10 -12 14 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0018963495984807681 0.0013346787964151573 0.0018256519603247708 0.0011291524304871652 0.00022657362525079614 0.00086491555053817447 0.0016281371414829323 0.00055871197242235047 0.0019559325944929029 0.0019449330777087197 0.00148089231976439 0.0010340243435399317 0.0011953531842741278 0.0015184703953734511 0.00089870802723779461 0.0018361626548553504 0.0016849713435503487 0.0015926991997357452 0.0005792474242889581 0.0011734594902097688
leaf_weight=71 52 52 100 54 76 61 91 61 88 60 52 70 56 61 83 68 1064 85 53
leaf_count=71 52 52 100 54 76 61 91 61 88 60 52 70 56 61 83 68 1064 85 53
internal_value=0 0.000877187 0.00158706 0.00077262 0.000927338 0.00161345 0.000572667 0.0016372 0.00162422 0.0013989 0.00127373 0.00161067 0.00177933 0.00069539 0.00159174 0.00143687 0.00161035 0.000714316 0.00125364
internal_weight=0 524 1834 472 266 1734 206 1561 1500 173 112 1429 144 152 1285 138 1147 161 105
internal_count=2358 524 1834 472 266 1734 206 1561 1500 173 112 1429 144 152 1285 138 1147 161 105
is_linear=0
shrinkage=0.0032998


Tree=6412
num_leaves=16
num_cat=0
split_feature=4 475 1452 4 376 158 0 15 0 157 1212 42 158 4 159
split_gain=0.306301 0.19191 0.179728 0.169542 0.132312 0.132457 0.145371 0.199757 0.143029 0.265639 0.138402 0.101702 0.0892885 0.0732553 0.0620733
threshold=0.30163500000000004 0.062280000000000009 0.091225000000000014 0.50113000000000019 0.049360000000000008 0.084905000000000022 -0.10023499999999998 -0.027009999999999996 -0.029554999999999994 -0.00078499999999999989 0.041590000000000009 0.088865000000000013 0.099230000000000013 0.0047850000000000011 0.10559500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 7 13 10 -10 -8 12 -7 -1 -5
right_child=3 -3 -4 14 -6 11 8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0017228168689670091 -0.0045536250609656539 0.016876375023447632 0.016113757141999047 0.0068648854148711091 2.3633034052898717e-05 0.0092282132959657075 0.0082570986360807549 -0.0031960432947736976 0.012157250863300335 -0.0022351412098056489 0.0033328159781696931 0.0051703314816845683 0.018422803293831114 0.0089982089628693109 -0.00030932597766598994
leaf_weight=64 102 54 56 97 88 61 1101 102 53 115 191 57 61 104 52
leaf_count=64 102 54 56 97 88 61 1101 102 53 115 191 57 61 104 52
internal_value=0 0.00695139 0.00668946 0.000724088 0.00642428 0.00671839 0.00626509 0.00266695 0.00692926 0.00229462 0.00753052 0.0110895 0.0138402 0.00623733 0.00434908
internal_weight=0 2107 2053 251 1997 1909 1730 270 1460 168 1292 179 122 168 149
internal_count=2358 2107 2053 251 1997 1909 1730 270 1460 168 1292 179 122 168 149
is_linear=0
shrinkage=0.16829


Tree=6413
num_leaves=21
num_cat=0
split_feature=9 2 13 1 16 1 160 49 15 1427 1186 13 52 133 159 43 1210 52 16 13
split_gain=0.239275 0.213936 0.399935 0.237073 0.21465 0.215952 0.243689 0.194053 0.184105 0.177392 0.16026 0.135965 0.239204 0.135984 0.16264 0.264013 0.154461 0.128849 0.126188 0.0440243
threshold=0.09055500000000001 0.098365000000000022 0.11014500000000001 0.13767000000000004 0.51148500000000008 0.098370000000000027 -0.076689999999999994 -0.044809999999999996 -0.092729999999999993 0.078535000000000008 0.068350000000000008 0.014185000000000001 -0.0063349999999999995 0.50628500000000021 -0.0053599999999999993 -0.012264999999999998 -0.081959999999999991 0.081680000000000016 0.0023100000000000004 0.031740000000000011
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 9 3 4 5 8 -7 -8 -3 10 11 13 -13 14 15 -1 -16 -14 -10 -6
right_child=-2 2 -4 -5 19 6 7 -9 18 -11 -12 12 17 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0055970498434465398 -0.0060409964916784738 0.013751752207895101 -0.0091261979102424794 0.014722201107599869 0.013751918959111271 0.0078059319981869189 0.0018279130214165016 -0.0096859003745111642 0.006680914648378067 0.016155285056723125 0.015173552499172144 0.018915116560619467 -2.9574363820004304e-05 0.013412010927197779 0.010947319679948895 0.018551552934913593 0.0033573840201351827 0.010547844388287037 -0.0020481847182314003 0.0067254500635385989
leaf_weight=176 52 56 69 57 52 55 69 103 104 53 55 60 56 56 83 60 928 77 85 52
leaf_count=176 52 56 69 57 52 55 69 103 104 53 55 60 56 56 83 60 928 77 85 52
internal_value=0 0.00548673 0.00303176 0.00435987 0.00333131 0.00180173 -0.00193217 -0.00505654 0.00526864 0.00656005 0.006231 0.00590103 0.01008 0.00528067 0.00491407 0.00889818 0.00398227 0.00608069 0.00274562 0.010256
internal_weight=0 2306 702 633 576 472 227 172 245 1604 1551 1496 193 1303 1247 236 1011 133 189 104
internal_count=2358 2306 702 633 576 472 227 172 245 1604 1551 1496 193 1303 1247 236 1011 133 189 104
is_linear=0
shrinkage=0.16829


Tree=6414
num_leaves=15
num_cat=0
split_feature=14 1 34 52 52 1 1 3 158 3 4 158 4 3
split_gain=0.168325 0.275025 0.214912 0.170327 0.164308 0.29489 0.237171 0.213197 0.14718 0.136737 0.125106 0.107253 0.103548 0.061794
threshold=-0.23960999999999996 0.12541500000000003 -1.0000000180025095e-35 0.51358000000000004 -0.53283999999999987 0.098370000000000027 0.11224000000000002 -0.027864999999999997 0.085030000000000008 -0.11756999999999999 0.062150000000000004 0.11399500000000001 0.42098500000000005 -0.082879999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 13 8 7 -7 9 -6 -8 -10 -3 -4
right_child=1 12 3 -5 5 6 10 -9 11 -11 -12 -13 -14 -15
leaf_value=0.011672088886484144 0.014794076328536783 0.0011879308269758515 0.0064639402694644478 0.012133613226494984 -0.0020787372081629407 0.00087749727330787392 0.010295909895688862 -0.011709899831238005 0.012493795765351735 0.0043387533975951286 -0.0010016625699697367 0.0036028486629835835 -0.0073608667193721042 0.013450325470782155
leaf_weight=86 57 90 89 76 101 70 52 83 104 1295 59 62 72 62
leaf_count=86 57 90 89 76 101 70 52 83 104 1295 59 62 72 62
internal_value=0 0.00407474 0.00458809 0.00430385 0.00400195 0.00355918 -0.00163792 -0.00593922 0.00443871 0.00387316 0.00427471 0.0091839 -0.00260044 0.00934442
internal_weight=0 2272 2110 2053 1977 1826 264 153 1562 1396 111 166 162 151
internal_count=2358 2272 2110 2053 1977 1826 264 153 1562 1396 111 166 162 151
is_linear=0
shrinkage=0.16829


Tree=6415
num_leaves=20
num_cat=0
split_feature=1 12 13 124 39 13 151 39 3 3 151 133 12 12 47 43 43 12 1
split_gain=8.02446 2.53943 1.21936 1.06567 0.747214 0.506861 0.374226 0.314086 0.269032 0.67568 0.275318 0.248 0.209818 0.16833 0.26691 0.147704 0.0974344 0.0768172 0.0218835
threshold=0.10335000000000001 -1.0000000180025095e-35 -0.10278499999999999 -0.082254999999999981 0.081875000000000017 0.034905000000000012 -0.065174999999999983 0.088655000000000012 -0.14443999999999999 -0.097574999999999981 1.0000000180025095e-35 -0.0039349999999999993 0.10771500000000002 0.08870500000000002 0.077555000000000013 -0.0070549999999999996 -0.089649999999999994 0.095565000000000011 0.11091000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 8 -4 -5 -1 -10 13 -7 15 14 -11 -8 -15 -13 -17
right_child=1 2 6 7 -6 11 12 -9 9 10 -12 17 -14 16 -16 18 -18 -19 -20
leaf_value=0.0013517591657496355 0.00066712134458764825 0.00039129823787840073 0.00065498241316733988 -2.8545788104912048e-05 0.00079076236788504727 0.00074584449406366255 0.00087929041761970576 0.00029483058030516172 0.00074509197374153502 0.0011456823895296794 0.00089977996035926669 0.001084085793989281 0.00076639410744238333 0.0012333612314450969 0.0013541028147097069 0.0010304278399599597 0.0010787080217198456 0.00093832130001669106 0.0011383890862801485
leaf_weight=53 68 66 59 56 93 52 63 78 54 646 59 83 52 52 77 54 559 88 54
leaf_count=53 68 66 59 56 93 52 63 78 54 646 59 83 52 52 77 54 559 88 54
internal_value=0 0.000625104 0.000796005 0.000330507 0.00108023 0.00109584 0.000890599 0.000159425 0.00111779 0.0011092 0.00112329 0.000948008 0.000952778 0.00113314 0.00116793 0.00100925 0.00109193 0.00100928 0.00108473
internal_weight=0 550 348 202 1816 1723 282 134 1500 1447 1393 223 223 1334 723 171 611 171 108
internal_count=2366 550 348 202 1816 1723 282 134 1500 1447 1393 223 223 1334 723 171 611 171 108
is_linear=0
shrinkage=0.0032998


Tree=6416
num_leaves=18
num_cat=0
split_feature=4 12 14 2 0 2 16 14 4 0 4 12 4 0 4 160 2
split_gain=10.6902 2.63392 1.59991 1.50993 1.01275 1.07929 0.560021 0.488491 0.442341 0.416805 0.754565 0.532172 0.391098 0.436299 0.31318 0.35058 0.129038
threshold=0.30163500000000004 -0.011819999999999999 -0.45282499999999992 0.11866500000000001 -0.068669999999999995 0.099675000000000014 -0.49181999999999998 0.062655000000000016 -0.03463999999999999 -0.10946999999999998 0.0047850000000000011 0.090345000000000023 -0.46376499999999993 -0.077084999999999987 0.053255000000000004 -0.064629999999999979 0.11252000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 7 5 -1 16 9 -5 10 -3 12 -11 -14 15 -13 -4
right_child=2 3 6 8 -6 -7 -8 -9 -10 11 -12 14 13 -15 -16 -17 -18
leaf_value=0.0013048335734984818 0.00093365907693559276 0.00072325628545882599 0.00054268174830093949 0.0010464472792372031 0.00047750086054428455 0.00066488683326345395 5.2553624687249021e-05 0.0014645949297506903 0.00064900328161494143 0.0014912808151068815 0.0012065664469715909 0.00099670624952205252 0.0012531200405020324 0.0009582633051085543 0.0009451170107631653 0.0011982616716237342 0.00032827810996038161
leaf_weight=54 52 59 52 54 79 62 73 71 72 70 89 121 766 60 90 464 78
leaf_count=54 52 59 52 54 79 62 73 71 72 70 89 121 766 60 90 464 78
internal_value=0 0.00113244 0.000416931 0.00116966 0.000766549 0.000963097 0.000284394 0.00119428 0.000819616 0.00118309 0.00101413 0.00119899 0.00125206 0.00123174 0.00112848 0.00115663 0.000414311
internal_weight=0 2111 255 1916 195 116 203 1790 126 1719 148 1571 896 826 675 585 130
internal_count=2366 2111 255 1916 195 116 203 1790 126 1719 148 1571 896 826 675 585 130
is_linear=0
shrinkage=0.0032998


Tree=6417
num_leaves=24
num_cat=0
split_feature=1 4 4 1 13 48 47 16 0 4 42 13 0 4 42 15 0 16 15 16 42 1212 16
split_gain=11.1624 1.90534 1.02746 1.01996 0.670224 0.485742 0.579999 0.482119 0.458905 0.402755 0.435626 0.859228 0.566827 0.402121 0.310382 0.293479 0.277854 0.18555 0.13427 0.162571 0.105826 0.0792269 0.0684609
threshold=0.10335000000000001 -0.03463999999999999 0.043850000000000007 0.13301500000000002 0.031740000000000011 0.093675000000000022 0.084210000000000021 0.27776000000000006 -0.07385499999999999 -0.44205499999999992 -0.0043149999999999994 -0.032264999999999995 -0.15135999999999997 0.50373500000000015 0.077855000000000021 -0.064464999999999981 -0.097829999999999986 0.0045450000000000013 -0.077809999999999976 -0.074254999999999988 -0.091109999999999983 0.049115000000000006 -0.10803999999999998
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 7 4 5 9 6 14 -2 20 -1 18 16 -13 -5 -3 22 -12 -18 -11 21 -6 -20 -4
right_child=1 3 15 13 8 -7 -8 -9 -10 10 11 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=0.0015748891569848965 0.00090079634542207304 0.0005993618931487317 0.0012187147964174924 0.0005939422867307744 0.0011411186024260084 0.00051364872925862138 0.0011021016078308758 0.0013260071033881838 0.00094781395018631303 0.0015783516578520092 0.0015512758979803563 0.0012604610141852116 0.00078706275239797915 0.00023362754108806517 0.00089904579138388248 0.00092506413820123178 0.0013278886742449497 0.0012005543558426227 0.001383520548950248 0.0012222598607588052 0.0013427065573953232 0.0015200735631719165 0.0010725390704518381
leaf_weight=71 61 97 98 62 52 76 59 57 89 52 53 52 60 75 63 92 605 166 157 54 74 77 64
leaf_count=71 61 97 98 62 52 76 59 57 89 52 53 52 60 75 63 92 605 166 157 54 74 77 64
internal_value=0 0.000734479 0.00127124 0.000632782 0.001303 0.000742186 0.000821335 0.00110649 0.00113081 0.00133045 0.00131682 0.00127969 0.00100717 0.000396947 0.000717583 0.0010758 0.00131669 0.00130052 0.00141894 0.00139004 0.00125979 0.00142861 0.00116118
internal_weight=0 550 1816 432 1562 295 219 118 215 1347 1276 936 112 137 160 254 824 771 340 288 126 234 162
internal_count=2366 550 1816 432 1562 295 219 118 215 1347 1276 936 112 137 160 254 824 771 340 288 126 234 162
is_linear=0
shrinkage=0.0032998


Tree=6418
num_leaves=18
num_cat=0
split_feature=12 40 13 41 4 50 1 50 12 4 3 3 1 43 133 13 3
split_gain=0.281173 0.259233 0.369952 0.222598 0.207011 0.155372 0.192849 0.166746 0.165157 0.209459 0.135862 0.260805 0.151984 0.127331 0.106887 0.0959313 0.0538314
threshold=-0.010219999999999998 -0.063404999999999989 -0.11122999999999998 0.077565000000000009 -0.50775499999999985 0.083090000000000011 0.090485000000000024 0.12070000000000002 0.11999500000000002 0.39574000000000004 -0.062534999999999993 0.08734500000000002 0.07677500000000001 -0.081694999999999976 0.087575000000000014 -0.050754999999999995 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 -2 8 7 14 9 10 12 -12 -6 -1 16 -8 -7
right_child=3 2 -4 -5 5 6 15 -9 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0014478434768075319 0.017756580310461276 0.0068792102287735454 -0.010592753386212317 -0.00099415273538651415 0.0068040453705458873 0.016310566268045577 0.0099816769371641762 -0.0010059124937785732 0.013940548112213215 -0.0022201657826653848 0.019752512782239093 0.006144107914621306 0.0020845438477108953 0.010606804152594979 0.0033404865971690726 0.018948407590339313 0.0094963367438818981
leaf_weight=86 54 57 86 92 922 53 60 53 78 83 61 117 246 87 57 81 93
leaf_count=86 54 57 86 92 922 53 60 53 78 83 61 117 246 87 57 81 93
internal_value=0 0.00167798 -0.00361584 0.00707872 0.00745896 0.00716596 0.0101356 0.00736918 0.00638246 0.00596866 0.00647495 0.0108178 0.00581158 0.00606418 0.00956463 0.0151455 0.0119823
internal_weight=0 316 143 2050 1958 1904 397 256 1507 1429 1346 178 1168 173 203 141 146
internal_count=2366 316 143 2050 1958 1904 397 256 1507 1429 1346 178 1168 173 203 141 146
is_linear=0
shrinkage=0.16829


Tree=6419
num_leaves=26
num_cat=0
split_feature=12 3 43 2 43 124 12 156 3 12 50 43 2 42 3 3 156 2 3 13 151 3 160 3 3
split_gain=10.6592 3.19443 2.91441 1.89824 1.02361 0.832142 0.783972 0.734062 0.683643 0.348659 0.300437 0.260414 0.265767 0.181754 0.395232 0.17674 0.17228 0.18624 0.15719 0.247474 0.136722 0.116989 0.0945258 0.0919274 0.0576254
threshold=0.054520000000000006 0.25468500000000005 -0.031974999999999996 0.12358500000000001 -0.095244999999999982 -0.081324999999999981 0.10090500000000001 0.050840000000000003 0.11745500000000002 0.082530000000000006 0.077545000000000017 -0.15786499999999998 0.088850000000000012 1.0000000180025095e-35 -0.097574999999999981 -0.0047649999999999993 1.0000000180025095e-35 0.094510000000000025 -0.082844999999999988 -0.049744999999999991 -0.0039699999999999987 -0.069729999999999986 -0.090764999999999985 -0.079794999999999991 0.095555000000000015
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=1 2 4 6 -1 -6 9 8 15 -2 13 -8 -13 16 -15 -4 17 -11 19 -12 -16 -14 -20 -24 -17
right_child=3 -3 7 -5 5 -7 11 -9 -10 10 18 12 21 14 20 24 -18 -19 22 -21 -22 -23 23 -25 -26
leaf_value=0.0011397897871651473 0.0017491853546252371 0.00037009254142490521 0.0010795690616485568 0.00094155077882861508 0.00079532971367195465 0.00030905990441167775 0.0014923965744160395 0.00151196226072326 0.00080823007382469468 0.0015213153850363401 0.0018273003897181477 0.0010673004095596529 0.0012129296235218715 0.0011580725408770328 0.0015494928750824249 0.0012443225953219241 0.0016852116243734215 0.0013177844386635935 0.001381927909422245 0.0015343161051373339 0.0014193248565658977 0.0014193231151170616 0.0014587582952754051 0.001648138558417032 0.0014003079028625869
leaf_weight=52 56 94 53 81 99 63 56 80 52 263 57 70 60 59 116 67 56 64 53 77 492 69 60 64 53
leaf_count=52 56 94 53 81 99 63 56 80 52 263 57 70 60 59 116 67 56 64 53 77 492 69 60 64 53
internal_value=0 0.000930401 0.00103182 0.00143612 0.000736205 0.000606442 0.00146006 0.00123911 0.00114194 0.00149053 0.00147986 0.00129059 0.00123362 0.00145273 0.00141896 0.00124204 0.00151145 0.00148159 0.00157134 0.00165921 0.00144422 0.0013236 0.00150463 0.00155679 0.00131351
internal_weight=0 613 519 1753 214 162 1672 305 225 1417 1361 255 199 1050 667 173 383 327 311 134 608 129 177 124 120
internal_count=2366 613 519 1753 214 162 1672 305 225 1417 1361 255 199 1050 667 173 383 327 311 134 608 129 177 124 120
is_linear=0
shrinkage=0.0032998


Tree=6420
num_leaves=24
num_cat=0
split_feature=16 403 13 3 43 12 48 14 49 3 12 3 13 16 160 1447 12 13 1213 50 49 13 3
split_gain=0.161341 0.226147 0.225627 0.184406 0.198583 0.190873 0.166361 0.141635 0.118618 0.0977198 0.17439 0.116857 0.13305 0.0939561 0.0906293 0.0868055 0.0914219 0.156718 0.110186 0.0721282 0.071067 0.0556865 0.0420171
threshold=-0.0088649999999999996 -0.084984999999999991 -0.16392499999999996 -0.072024999999999992 -0.070049999999999987 0.083785000000000012 0.092475000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0044449999999999993 0.083995000000000014 -0.082304999999999975 0.056910000000000009 0.064610000000000015 0.051820000000000005 -0.083214999999999983 0.10321000000000001 -0.086919999999999983 -0.0068949999999999992 0.077805000000000013 0.089355000000000004 -0.085499999999999979 -0.010599999999999998
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 -2 -1 5 8 21 7 -3 -5 10 -9 12 -12 -13 19 -7 17 18 -17 22 -19 -4 -6
right_child=1 6 3 4 14 15 -8 9 -10 -11 11 13 -14 -15 -16 16 -18 20 -20 -21 -22 -23 -24
leaf_value=-0.00077033427369036823 -0.0066963001040369809 -0.0025101785525109572 0.011451521077559564 0.0058693254432487657 0.0045028483877682761 0.0019152306109391486 -0.0024164497581418152 -0.0016474252006719349 -0.0040466178217894531 0.011350059562655695 0.012252280737603273 0.0078633865758649668 0.0039635627839694765 0.00028429361306807897 0.013190182318441147 0.0087683912078321685 0.0028327755997656664 0.0081120100636641879 0.017219453505589573 0.00012911397295321551 0.0016707670250250752 0.019300092239101729 0.010035477341887863
leaf_weight=102 53 56 53 53 78 66 83 83 96 93 152 83 87 106 56 84 80 549 94 53 54 53 81
leaf_count=102 53 56 53 53 78 66 83 83 96 93 152 83 87 106 56 84 80 549 94 53 54 53 81
internal_value=0 0.00391049 0.00686426 0.00740255 0.00440666 0.00861019 0.00466952 0.00556336 -0.000507412 0.00631487 0.00539497 0.00676487 0.00924257 0.00362218 0.00714544 0.00783268 0.0082842 0.00884031 0.0132414 0.00554025 0.00753816 0.0153928 0.00733266
internal_weight=0 796 1552 1450 417 1033 743 660 149 604 511 428 239 189 268 927 861 781 178 212 603 106 159
internal_count=2348 796 1552 1450 417 1033 743 660 149 604 511 428 239 189 268 927 861 781 178 212 603 106 159
is_linear=0
shrinkage=0.16829


Tree=6421
num_leaves=15
num_cat=0
split_feature=4 2 150 0 0 39 2 0 4 3 12 16 4 12
split_gain=7.91286 4.11845 2.02296 1.31917 0.880887 0.718982 0.671457 0.553022 0.579477 0.395044 0.280996 0.206957 0.160522 0.135359
threshold=0.27161500000000005 0.14234000000000005 0.082965000000000025 -0.11327499999999999 -0.080434999999999993 0.085155000000000022 0.13538500000000001 -0.15503499999999998 0.024315000000000003 0.10323000000000002 0.090175000000000019 -0.50327499999999992 0.056640000000000003 0.090255000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 11 -1 9 10 -9 -2 -10 -14
right_child=6 -3 3 4 -6 -7 -8 8 12 -11 -12 -13 13 -15
leaf_value=0.0015009631172829684 0.00074016505343221242 0.00033548631930286927 0.00050925508425686344 0.0012247372289854164 0.00069410843040062695 0.00089396762405715932 0.00027364579607342586 0.0012790044684635976 0.00087596926596600041 0.00094305429957367395 0.0011824801048905809 0.00051959199073276061 0.0012181055133992371 0.0010139706027665891
leaf_weight=71 102 68 75 101 52 81 78 763 52 53 606 88 60 98
leaf_count=71 102 68 75 101 52 81 78 763 52 53 606 88 60 98
internal_value=0 0.00113491 0.00116191 0.00086867 0.00104462 0.00119937 0.000532223 0.00121388 0.00120136 0.0012254 0.0012363 0.00063819 0.00103846 0.00109171
internal_weight=0 2080 2012 228 153 1784 268 1703 1632 1422 1369 190 210 158
internal_count=2348 2080 2012 228 153 1784 268 1703 1632 1422 1369 190 210 158
is_linear=0
shrinkage=0.0032998


Tree=6422
num_leaves=19
num_cat=0
split_feature=150 51 457 15 15 484 475 1453 43 13 13 49 3 3 51 49 483 4
split_gain=0.223497 0.282367 0.22305 0.206007 0.438926 0.215748 0.383115 0.178152 0.16131 0.161479 0.14978 0.10966 0.211691 0.196451 0.171784 0.113807 0.103475 0.0936106
threshold=0.082965000000000025 0.089455000000000021 0.085230000000000014 -0.37478999999999996 -0.4680149999999999 0.062030000000000009 -0.081219999999999987 -0.064249999999999988 -0.069434999999999983 -0.082804999999999976 -0.081849999999999992 0.092470000000000011 -0.0020049999999999994 -0.046329999999999989 -0.17169499999999996 0.10655500000000002 0.092420000000000016 -0.036279999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 -1 7 -7 -5 9 -2 -8 12 13 16 -13 -16 -9 -14
right_child=1 -3 -4 5 -6 6 10 11 -10 -11 -12 14 17 -15 15 -17 -18 -19
leaf_value=0.0087469582412031191 -0.0029183755063232459 -0.0092711496796559004 0.012153716031312605 -0.00045752698397774773 -0.0093264759255169416 -0.010915348425520747 -0.0007868218936713272 0.0084900688944686033 -0.0071243435007967712 0.0092365148696045528 0.01059812827912948 0.011230249703875339 0.010111577594214148 -0.0016136829525225035 -0.0037930952919362814 0.0051217968026335738 0.00091457871901843256 0.019498606554434281
leaf_weight=82 54 57 67 78 71 52 54 1149 52 72 82 73 59 61 69 98 54 64
leaf_count=82 54 57 67 78 71 52 54 1149 52 72 82 73 59 61 69 98 54 64
internal_value=0 0.00138815 0.0038754 0.00630044 0.000348197 0.00678057 0.00135833 0.0073774 0.000749313 0.00401302 0.00606442 0.00775412 0.0083303 0.00767883 0.00441675 0.00142764 0.00815152 0.0150105
internal_weight=0 302 245 2046 153 1893 188 1705 178 126 136 1627 1387 1264 240 167 1203 123
internal_count=2348 302 245 2046 153 1893 188 1705 178 126 136 1627 1387 1264 240 167 1203 123
is_linear=0
shrinkage=0.16829


Tree=6423
num_leaves=18
num_cat=0
split_feature=150 14 1213 12 12 42 1427 16 14 4 50 50 1429 52 16 150 16
split_gain=0.154665 0.152763 0.145152 0.128949 0.12767 0.178446 0.113439 0.110699 0.2023 0.211065 0.174309 0.161561 0.172187 0.20261 0.120913 0.100105 0.0914605
threshold=0.082965000000000025 0.076175000000000007 0.0086650000000000008 0.087745000000000004 -0.08731499999999999 0.084715000000000013 1.0000000180025095e-35 -0.014034999999999997 -0.072219999999999993 0.41181500000000004 0.11875500000000001 0.095140000000000016 0.052280000000000007 0.10096500000000001 -0.49181999999999998 0.10194500000000001 -0.08317999999999999
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 -2 15 7 8 -1 10 -10 12 13 -9 -11 -6 -5
right_child=4 -3 3 16 5 -7 -8 11 9 14 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.015412902333723931 0.0087410749984286121 0.012982260810038782 0.013752069718760477 0.00033903024644964328 -0.0089241317436314794 0.0054654102096935876 0.011324359821676556 0.0041366210232767842 0.0062533522067285477 0.002920532085493656 -0.0030522683591316219 0.01036192945543543 -0.0055231747915473776 -0.0055025195918499172 -0.0080713830787349262 -0.00029486718949835438 0.009801383063069824
leaf_weight=53 52 70 95 55 65 92 66 429 820 62 61 66 83 72 52 93 62
leaf_count=53 52 70 95 55 65 92 66 429 820 62 61 66 83 72 52 93 62
internal_value=0 0.00524029 0.00496512 0.00913383 0.00115254 -0.000418694 0.0044631 0.00419535 0.00526699 0.00472475 0.005607 0.00246476 0.0015692 0.00274777 -0.00207756 -0.00385625 0.00536862
internal_weight=0 2046 1976 212 302 250 1764 1698 1048 995 881 650 584 501 114 158 117
internal_count=2348 2046 1976 212 302 250 1764 1698 1048 995 881 650 584 501 114 158 117
is_linear=0
shrinkage=0.16829


Tree=6424
num_leaves=20
num_cat=0
split_feature=2 0 15 1427 0 48 51 13 2 48 12 13 12 160 0 0 43 1213 13
split_gain=0.340716 0.244251 0.168109 0.211988 0.246004 0.320568 0.200701 0.200352 0.190446 0.194987 0.143408 0.138047 0.139205 0.0996465 0.108637 0.175499 0.105097 0.0810559 0.0847965
threshold=0.13631000000000001 0.13134000000000004 0.085145000000000012 1.0000000180025095e-35 -0.068669999999999995 0.081275000000000014 0.045645000000000005 -0.17933499999999997 -0.00097499999999999985 0.037750000000000006 -0.054684999999999991 -0.066659999999999983 0.090715000000000018 -0.52742999999999995 -0.08176499999999999 -0.071519999999999986 -0.06656999999999999 -0.082414999999999974 -0.082804999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 11 13 -1 -9 -10 -2 -6 -13 -4 17 16 -16 -15 -19
right_child=10 -3 6 -5 5 -7 -8 8 9 -11 -12 12 -14 14 15 -17 -18 18 -20
leaf_value=-0.0062940911808313958 0.0028665368824576502 0.015557795460235502 -0.0015626257625493357 0.012402201380849874 0.0077114495494380944 -0.01268810550906365 0.014345907307738281 0.01404641163277136 0.0022919752627921725 0.007509218425108188 -0.0074708402227391833 0.0034028717242538761 -0.0061390172171397603 0.0042600816610003393 0.0054043721634323546 0.0097574854937480977 -0.0021644783111831787 0.015659713321189324 0.0077440004725538233
leaf_weight=52 61 55 54 67 66 59 79 55 681 290 100 87 86 82 92 98 119 63 102
leaf_count=52 61 55 54 67 66 59 79 55 681 290 100 87 86 82 92 98 119 63 102
internal_value=0 0.0044728 0.00418599 0.00315091 0.00269914 -0.00157635 0.0063512 0.00388271 0.00440025 0.00385201 -0.00354304 0.00115921 -0.00133011 0.00531287 0.00598387 0.00387011 0.00112717 0.00862093 0.0107773
internal_weight=0 2187 2132 1443 1376 298 689 1078 1026 971 161 239 173 610 556 309 211 247 165
internal_count=2348 2187 2132 1443 1376 298 689 1078 1026 971 161 239 173 610 556 309 211 247 165
is_linear=0
shrinkage=0.16829


Tree=6425
num_leaves=14
num_cat=0
split_feature=4 1213 403 1210 96 4 16 1 1373 483 15 4 16
split_gain=0.290295 0.160669 0.233697 0.179601 0.153458 0.141531 0.268224 0.252482 0.149962 0.233965 0.199354 0.145667 0.063834
threshold=0.59999500000000017 -0.085714999999999986 -0.0064299999999999991 -0.080364999999999978 1.0000000180025095e-35 -0.15450999999999995 0.25032500000000008 0.078015000000000015 1.0000000180025095e-35 0.049115000000000006 -0.14151499999999997 0.022635000000000006 -0.086774999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5 9 10 -7 -11 -4
right_child=-2 3 12 4 -6 8 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.0093348433793061392 -0.0071158685786655955 0.012791849655102674 -0.00067194633642167002 0.0060700187038416195 -0.0045272804765662108 0.0080641113285964561 0.0021746986155413437 0.022264513631004908 0.011800190335211173 0.006337235272768956 0.0023689999688281276 0.016366196591802398 0.0069620293535153617
leaf_weight=58 65 75 55 53 53 201 93 57 70 144 1319 58 70
leaf_count=58 65 75 55 53 53 201 93 57 70 144 1319 58 70
internal_value=0 0.00427825 -0.000497464 0.00469075 0.0043932 0.00463109 0.00885039 0.014478 0.00415212 0.00384018 0.00312329 0.00922573 0.00358871
internal_weight=0 2306 183 2123 2048 1995 203 110 1792 1722 1520 202 125
internal_count=2371 2306 183 2123 2048 1995 203 110 1792 1722 1520 202 125
is_linear=0
shrinkage=0.16829


Tree=6426
num_leaves=18
num_cat=0
split_feature=14 3 133 3 3 472 4 3 4 3 3 400 4 4 1212 4 15
split_gain=0.440694 0.300042 0.176031 0.459908 0.313719 0.160152 0.175225 0.154314 0.140263 0.136196 0.15104 0.132238 0.12184 0.186735 0.0993909 0.0978986 0.0473253
threshold=0.019675000000000002 0.31370500000000007 -0.0082649999999999998 -0.097224999999999992 -0.14443999999999999 -0.019179999999999999 0.26450500000000005 -0.24154499999999998 0.42953500000000006 0.12031000000000001 -0.080049999999999996 -0.0064499999999999991 -0.081479999999999983 -0.08397499999999998 0.085870000000000016 -0.080344999999999986 -0.075694999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 9 -4 -8 10 -7 15 13 -13 16 -5 -14
right_child=-2 -3 4 11 5 6 8 -9 -10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=-0.013194079753226647 0.015502826552038575 -0.0071868504198901277 0.0054855058927686271 0.0028446008643549922 -0.0049609049277807042 0.0058418722608658451 -0.0070654835658628019 0.017420036513198685 0.0029969529811523471 0.012783459885378363 0.0020484798618271294 0.0023875176877015541 0.0039190565741040809 -0.011172623928256404 0.0090654821524669502 0.012830897075907633 -0.00066983488771031597
leaf_weight=60 81 81 55 61 61 659 70 71 89 54 545 64 111 52 57 52 148
leaf_count=60 81 81 55 61 61 659 70 71 89 54 545 64 111 52 57 52 148
internal_value=0 0.002866 0.00323544 0.000785646 0.00415833 0.00346945 0.00383363 0.0122248 -0.00142175 0.0044993 0.00412626 0.002328 0.000982493 -0.00367568 0.00269814 0.00745596 0.0012899
internal_weight=0 2290 2209 605 1604 1478 1417 126 159 1258 1204 545 432 116 316 113 259
internal_count=2371 2290 2209 605 1604 1478 1417 126 159 1258 1204 545 432 116 316 113 259
is_linear=0
shrinkage=0.16829


Tree=6427
num_leaves=19
num_cat=0
split_feature=1 12 2 147 11 2 16 0 43 0 16 47 160 43 2 50 12 43
split_gain=14.1828 4.11904 1.52153 1.04931 1.3334 0.784254 0.735331 0.567621 0.469673 0.456924 0.467512 0.398156 0.366618 0.338914 0.243578 0.228157 0.154538 0.058571
threshold=0.10124500000000002 0.085090000000000013 0.114165 0.087350000000000025 1.0000000180025095e-35 0.10550500000000002 0.0045450000000000013 -0.11169999999999998 -0.077944999999999987 0.047740000000000012 0.21684500000000004 0.090280000000000013 -1.0000000180025095e-35 0.00037500000000000006 0.089540000000000022 0.11174500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 11 4 5 9 7 16 -9 10 13 -3 -7 15 -15 -1 -2 -14
right_child=1 2 -4 -5 -6 12 -8 8 -10 -11 -12 -13 17 14 -16 -17 -18 -19
leaf_value=0.0013171674967651337 0.00040773882911070885 0.0013436211166432065 0.00055282345854566902 0.00079143907640738965 0.0016612761285963347 0.00081953799928840881 0.00071862263130676601 0.00044638459664232769 7.0561701156099182e-05 0.0015566928141798732 0.0010029799809194182 0.00099184113966437038 0.0011958117594718354 0.0012527794748069445 0.0010454195849486185 0.0011211367920497405 0.00062997785114188212 0.0010545823288471954
leaf_weight=973 65 93 52 52 90 54 90 64 84 61 73 58 90 159 106 72 75 60
leaf_count=973 65 93 52 52 90 54 90 64 84 61 73 58 90 159 106 72 75 60
internal_value=0 0.000661618 0.00104089 0.00125513 0.00126898 0.00124754 0.000457842 0.000376225 0.000233318 0.00127471 0.00126225 0.00120873 0.00105502 0.00127667 0.00116997 0.00130369 0.000527047 0.00113955
internal_weight=0 581 203 1790 1738 1648 378 288 148 1444 1383 151 204 1310 265 1045 140 150
internal_count=2371 581 203 1790 1738 1648 378 288 148 1444 1383 151 204 1310 265 1045 140 150
is_linear=0
shrinkage=0.0032998


Tree=6428
num_leaves=20
num_cat=0
split_feature=4 3 3 123 12 14 3 12 52 52 51 14 3 4 12 3 3 3 12
split_gain=11.3901 4.21121 2.28774 1.70458 0.816013 0.780206 0.431702 0.389402 0.489757 0.421979 0.360265 0.259051 0.211098 0.202345 0.187536 0.179249 0.154182 0.152907 0.0858308
threshold=0.30163500000000004 0.25468500000000005 0.13772500000000001 1.0000000180025095e-35 0.09697500000000002 0.019675000000000002 -0.058704999999999993 0.054520000000000006 -0.091784999999999992 -0.043914999999999989 -0.020604999999999995 -1.0000000180025095e-35 -0.049509999999999992 0.056815000000000011 0.083785000000000012 -0.11128999999999999 -0.01223 -0.087414999999999979 0.10222500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 7 13 8 -1 -10 17 -2 -13 15 -12 -6 -5 -9 -17
right_child=2 -3 -4 16 6 -7 -8 10 9 -11 14 12 -14 -15 -16 18 -18 -19 -20
leaf_value=0.0013612297918490334 0.00080174994332399404 0.00029154707112346071 -0.00012618367831658488 0.00068740783191162196 0.0013604909922574544 0.0016491569477843154 0.00084971033682229515 0.0015124618376451179 0.00078253540259135088 0.0011403354148313508 0.0014174907012477734 0.00070130009499113917 0.0004303374516232743 0.00095423905722523286 0.0012344144972738175 0.0012256077432371076 0.00093881213767358555 0.0013307197723945257 0.0010791670486752598
leaf_weight=71 58 56 59 57 52 56 67 78 52 122 68 52 82 52 970 79 53 169 118
leaf_count=71 58 56 59 57 52 56 67 78 52 122 68 52 82 52 970 79 53 169 118
internal_value=0 0.00118524 0.000441622 0.00120947 0.001232 0.00126462 0.00109131 0.00125053 0.0011287 0.00103361 0.00127373 0.000616288 0.00053575 0.00114497 0.00124644 0.00118466 0.000808859 0.00138825 0.00113807
internal_weight=0 2120 251 2064 1954 1586 368 1530 245 174 1285 192 134 301 1038 249 110 247 197
internal_count=2371 2120 251 2064 1954 1586 368 1530 245 174 1285 192 134 301 1038 249 110 247 197
is_linear=0
shrinkage=0.0032998


Tree=6429
num_leaves=22
num_cat=0
split_feature=12 14 4 52 12 474 52 151 16 0 51 3 52 403 43 0 16 2 3 52 12
split_gain=0.535649 0.359218 0.189711 0.342646 0.203863 0.230825 0.222824 0.181917 0.187455 0.163587 0.147464 0.229438 0.148512 0.113534 0.219072 0.188478 0.1182 0.107234 0.151183 0.134276 0.0562074
threshold=-0.14847999999999997 0.019675000000000002 -0.37626499999999991 -0.15824499999999997 0.081095000000000014 0.085295000000000024 0.10671500000000002 -0.033849999999999991 -0.073494999999999991 -0.099329999999999988 -0.08373499999999999 -0.087414999999999979 -0.020484999999999996 -0.020194999999999994 -0.0065549999999999992 -0.082404999999999992 -0.082039999999999988 0.086885000000000004 -0.10919499999999999 0.087555000000000008 0.096510000000000012
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 2 3 -2 5 6 7 9 -9 -4 11 -6 20 14 16 -16 -12 19 -19 -15 -13
right_child=1 -3 4 -5 10 -7 -8 8 -10 -11 13 12 -14 17 15 -17 -18 18 -20 -21 -22
leaf_value=-0.012419594163015555 0.0013110677269447463 0.016003938755731726 0.0039587198848990814 0.016780180662467819 0.018631003385460903 -0.0094004144392024237 -0.0073062932643539469 0.0028582762435870319 0.01256125425011842 -0.0083627247142182871 0.0085154844004500119 -0.0014440698415932318 0.012817158724635269 0.0055163355972217458 -0.010562096605023762 0.0022189051580921116 0.0018338011930849115 -0.0047856999175396701 0.0046871371590884751 0.012410855328832656 0.0061105835956243928
leaf_weight=52 73 79 70 92 53 54 59 150 91 54 124 56 58 301 61 70 192 53 464 110 55
leaf_count=52 73 79 70 92 53 54 59 150 91 54 124 56 58 301 61 70 192 53 464 110 55
internal_value=0 0.00484205 0.00444759 0.00994716 0.00400941 0.00095575 0.00227893 0.00383325 0.00652951 -0.00139258 0.00492228 0.00895428 0.00590893 0.00426999 0.00206005 -0.00371884 0.00446141 0.00533254 0.00371256 0.00736596 0.00228304
internal_weight=0 2319 2240 165 2075 478 424 365 241 124 1597 222 169 1375 447 131 316 928 517 411 111
internal_count=2371 2319 2240 165 2075 478 424 365 241 124 1597 222 169 1375 447 131 316 928 517 411 111
is_linear=0
shrinkage=0.16829


Tree=6430
num_leaves=18
num_cat=0
split_feature=12 2 2 2 0 2 12 151 0 11 13 3 0 16 1452 16 132
split_gain=10.4966 3.20578 2.34765 1.48141 0.825472 0.784647 0.504044 0.4718 0.444085 0.828036 0.404954 0.382084 0.335216 0.262762 0.198529 0.141505 0.121076
threshold=0.077755000000000005 0.11123500000000001 -1.0000000180025095e-35 0.13194500000000003 -0.061654999999999995 0.094955000000000025 -0.081914999999999988 -1.0000000180025095e-35 0.10798500000000001 0.085630000000000026 -0.016999999999999998 0.081640000000000004 -0.14454499999999995 0.41134500000000007 0.087420000000000012 -0.24900499999999998 0.0038750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 8 7 11 -1 -3 9 13 -9 -4 -7 14 15 -2 -17
right_child=3 4 5 -5 -6 12 -8 10 -10 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=0.00039317646997281573 0.0011736971436755261 0.00034230997119297479 0.0015410422190360331 0.00073362061235220306 0.00017227427875186923 0.00078455472328638665 0.00082403870741695577 0.00054730411650724415 0.0015698354803624216 0.00087710381604452325 0.0009376071576259208 0.0011736726426157741 0.0011116798669761909 0.0011237696890332711 0.0015118367458636945 0.0012996074792496648 0.001406430049239523
leaf_weight=68 93 53 52 53 68 64 53 67 63 53 52 80 76 91 53 1187 138
leaf_count=68 93 53 52 53 68 64 53 67 63 53 52 80 76 91 53 1187 138
internal_value=0 0.000781574 0.000965174 0.00127832 0.000480782 0.00113542 0.000582192 0.000602546 0.00129551 0.00128479 0.000718153 0.00131866 0.000962389 0.0012986 0.00130939 0.0013018 0.00131076
internal_weight=0 633 393 1731 240 272 121 172 1678 1615 119 132 140 1562 1471 1418 1325
internal_count=2364 633 393 1731 240 272 121 172 1678 1615 119 132 140 1562 1471 1418 1325
is_linear=0
shrinkage=0.0032998


Tree=6431
num_leaves=19
num_cat=0
split_feature=4 12 42 47 12 12 4 475 52 12 52 49 159 52 49 4 39 4
split_gain=10.3986 3.44613 1.46763 0.709766 0.595024 0.572661 0.329074 0.325846 0.309443 0.239629 0.22151 0.289436 0.220191 0.199085 0.195606 0.163939 0.106481 0.08709
threshold=0.36766000000000004 -0.010219999999999998 -0.0043149999999999994 0.11635500000000001 -0.08947999999999999 0.082780000000000006 0.42098500000000005 -0.084169999999999981 0.05118000000000001 0.08401500000000002 0.37486000000000003 -0.0087399999999999995 0.091215000000000018 0.0033500000000000005 -1.0000000180025095e-35 -0.014099999999999998 0.0095750000000000019 -0.050564999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -4 12 -2 15 16 -9 11 -11 13 14 -3 -7 -8 -12
right_child=6 3 4 -5 -6 7 8 9 -10 10 17 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0011531128745072955 0.00061834373530661371 0.0010604738601210559 0.00077622318820236768 0.00086824160985394638 0.00035358148356542577 0.001506913167204222 0.00017691927885369639 0.0014096745172778456 0.00056997932985848837 0.0010244204545138815 0.0012301118404472104 0.0012056841997202792 0.00086628215564919851 0.00096919067505959675 0.0013111050239645978 0.0012652157301832061 0.00037375791008757578 0.0014039836634092842
leaf_weight=67 75 72 72 72 74 66 68 67 52 108 60 1116 52 75 69 63 55 81
leaf_count=67 75 72 72 72 74 66 68 67 52 108 60 1116 52 75 69 63 55 81
internal_value=0 0.00114674 0.000748273 0.00119136 0.000562249 0.00120406 0.00043483 0.0012284 0.00035598 0.0012139 0.00120426 0.00118972 0.00106217 0.00110917 0.00118337 0.00138915 0.000265223 0.00133025
internal_weight=0 2114 213 1901 146 1829 250 1561 175 1432 1365 1224 268 216 141 129 123 141
internal_count=2364 2114 213 1901 146 1829 250 1561 175 1432 1365 1224 268 216 141 129 123 141
is_linear=0
shrinkage=0.0032998


Tree=6432
num_leaves=17
num_cat=0
split_feature=1 2 12 12 4 4 4 14 0 2 49 1 4 12 156 0
split_gain=9.1868 1.45514 1.42334 1.08266 0.977682 0.974755 0.935139 0.395627 0.374557 0.287596 0.242387 0.251149 0.359973 0.587666 0.212601 0.203601
threshold=0.109225 0.14823500000000003 -0.010219999999999998 0.085090000000000013 -0.0058549999999999991 0.27161500000000005 0.08734500000000002 -1.0000000180025095e-35 -0.15653499999999998 -1.0000000180025095e-35 0.11580500000000001 0.087840000000000015 -0.17689999999999997 0.088965000000000002 -1.0000000180025095e-35 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 -1 8 -5 -2 -4 -9 11 14 -13 -14 -10 -16
right_child=1 -3 5 6 -6 -7 -8 9 10 -11 -12 12 13 -15 15 -17
leaf_value=0.00037597710895232724 0.00065663499057523958 6.6850834371831987e-05 0.0012534559608456683 0.0010699685144191938 0.00091821561209418003 0.0005830297585355846 0.00048047250780078196 0.0001708182194720431 0.0012603543598931103 0.00045329566488113896 0.00085326534075092744 0.0011837976466219998 0.0006686800668866883 0.0010029495561022215 0.0010867802908661823 0.00099300767637965407
leaf_weight=62 60 80 89 68 88 52 52 65 59 101 81 67 79 216 744 401
leaf_count=62 60 80 89 68 88 52 52 65 59 101 81 67 79 216 744 401
internal_value=0 0.000468429 0.00100379 0.000561178 0.000694325 0.00102974 0.000814814 0.000426348 0.0010431 0.000342899 0.00103171 0.00104092 0.000963668 0.000913553 0.00106411 0.00105397
internal_weight=0 426 1938 346 150 1788 120 226 1736 166 1647 1566 362 295 1204 1145
internal_count=2364 426 1938 346 150 1788 120 226 1736 166 1647 1566 362 295 1204 1145
is_linear=0
shrinkage=0.0032998


Tree=6433
num_leaves=27
num_cat=0
split_feature=1 2 52 1 40 9 2 2 14 13 0 2 0 43 2 403 1 0 14 402 43 1212 52 52 16 16
split_gain=20.3077 3.4216 1.78556 1.28251 0.926306 0.789667 0.903433 1.29414 0.757631 0.581139 0.561736 0.325864 0.323784 0.233615 0.202835 0.173064 0.150627 0.181187 0.13393 0.125398 0.209662 0.122674 0.066316 0.15502 0.0552411 0.0293745
threshold=0.10538500000000002 0.14823500000000003 -0.24526499999999998 0.089625000000000024 -0.011659999999999998 -1.0000000180025095e-35 0.10527500000000002 -1.0000000180025095e-35 0.078400000000000011 0.066010000000000013 -0.098179999999999976 0.092365000000000017 -0.15385999999999997 -0.064074999999999979 0.096325000000000008 -0.080879999999999994 0.096515000000000004 -0.075969999999999996 -1.0000000180025095e-35 -0.095444999999999988 -0.097279999999999991 0.087685000000000013 -0.087769999999999987 0.26430000000000003 -0.069144999999999984 -0.039889999999999988
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=3 2 -2 8 -5 -4 7 -7 9 11 -6 19 -8 22 -11 -15 17 25 -14 -1 -21 -22 -13 -24 -17 -12
right_child=1 -3 5 4 10 6 12 -9 -10 14 16 13 18 15 -16 24 -18 -19 -20 20 21 -23 23 -25 -26 -27
leaf_value=0.0015174989117781106 0.0014753411738633862 0.00020778148946389027 0.00049875916095196702 0.00099233236528380544 0.0012050453526793539 0.00076801166054372766 0.0010029224191268778 0.0014600722069576389 0.0020114937511678901 0.0015061864478797336 0.0014997553064929686 0.0017343365995192781 0.00082994596203268367 0.0016442194011682522 0.0012373020186850542 0.0015025997481336911 0.0016597162155259999 0.0013185632081907145 0.00061759357891281292 0.0018845989586435232 0.0016791637307885102 0.001548130077795157 0.0014877094634407457 0.0017320122504238707 0.0013775217144929477 0.0016271525878054705
leaf_weight=63 61 80 55 52 69 53 56 67 53 78 54 64 56 58 54 79 86 52 83 52 663 97 70 53 104 52
leaf_count=63 61 80 55 52 69 53 56 67 53 78 54 64 56 58 54 79 86 52 83 52 663 97 70 53 104 52
internal_value=0 0.000835082 0.000951437 0.00157826 0.00140226 0.000864968 0.000928798 0.00115471 0.00162141 0.00160697 0.00147025 0.00162827 0.000789597 0.00155244 0.00139646 0.001483 0.0015451 0.0014825 0.000703399 0.00166533 0.00167675 0.00166249 0.00164173 0.00159326 0.00143171 0.00156258
internal_weight=0 511 431 1853 365 370 315 120 1488 1435 313 1303 195 428 132 241 244 158 139 875 812 760 187 123 183 106
internal_count=2364 511 431 1853 365 370 315 120 1488 1435 313 1303 195 428 132 241 244 158 139 875 812 760 187 123 183 106
is_linear=0
shrinkage=0.0032998


Tree=6434
num_leaves=15
num_cat=0
split_feature=1 4 16 16 13 1 13 472 1 13 12 49 4 1
split_gain=0.642943 0.185315 0.207907 0.625861 0.175714 0.202768 0.171672 0.141552 0.198811 0.15829 0.10185 0.0990136 0.0800613 0.0362924
threshold=0.109225 -0.0065299999999999993 -0.14483499999999996 0.059920000000000008 -0.15310499999999996 0.10658000000000002 0.25694000000000006 -0.019179999999999999 0.10296000000000001 0.066010000000000013 0.09334000000000002 -0.072214999999999988 0.5105900000000001 0.13210500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 12 -4 -1 6 7 -6 9 11 -11 -9 13 -3
right_child=1 2 3 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0013181742769741629 0.0065396058452293609 0.0021352160426851845 -0.01686025143619228 0.0058090072004138632 0.014803156380350756 0.017832475167768719 -0.0016206738015909978 0.012990034044016786 -0.0023456776815760569 -0.0031550240093706451 0.0068507295129783593 0.0078865674876751977 0.0065805702765526436 -0.003848154427094502
leaf_weight=61 103 61 76 63 79 56 56 118 56 58 57 1397 69 54
leaf_count=61 103 61 76 63 79 56 56 118 56 58 57 1397 69 54
internal_value=0 0.000320356 -0.00165731 -0.00657277 0.00754562 0.00783463 0.00752619 0.00781742 0.00748903 0.00782801 0.00178873 0.00828525 0.00204623 -0.000658744
internal_weight=0 426 323 139 1938 1877 1821 1765 1686 1630 115 1515 184 115
internal_count=2364 426 323 139 1938 1877 1821 1765 1686 1630 115 1515 184 115
is_linear=0
shrinkage=0.16829


Tree=6435
num_leaves=14
num_cat=0
split_feature=47 51 151 2 14 0 160 0 11 43 151 4 51
split_gain=0.168922 0.207339 0.238851 0.192296 0.162377 0.150723 0.1367 0.109643 0.202656 0.34723 0.121724 0.142498 0.0739056
threshold=0.13148500000000005 0.10736500000000002 0.08357500000000001 0.12665500000000005 -0.10708499999999999 -0.099059999999999995 -0.072664999999999993 -0.062694999999999987 0.081790000000000015 -0.085474999999999982 -0.085164999999999977 0.36766000000000004 -0.025359999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -3 10 9 -9 12 -12 -6
right_child=-2 6 -4 5 7 -7 -8 8 -10 -11 11 -13 -14
leaf_value=0.016165367940996322 -0.0030937283393545597 0.0073581716112701588 -0.0025403855427984868 0.0081447201882946171 0.015241450228865212 -0.0029845204653018232 0.016986582402759683 0.02415965741451203 0.0010502234916549226 0.0084098592020861781 0.0059245057343701663 -0.002796077528115361 0.0079956298545634172
leaf_weight=53 52 83 86 52 56 102 86 52 60 170 1323 55 147
leaf_count=53 52 83 86 52 56 102 86 52 60 170 1323 55 147
internal_value=0 0.00658149 0.00613487 0.00649616 0.00695614 0.000761739 0.0122685 0.00669318 0.00976094 0.0121071 0.00614485 0.00557514 0.0100033
internal_weight=0 2325 2156 2070 1916 154 169 1863 282 222 1581 1378 203
internal_count=2377 2325 2156 2070 1916 154 169 1863 282 222 1581 1378 203
is_linear=0
shrinkage=0.16829


Tree=6436
num_leaves=12
num_cat=0
split_feature=47 47 13 160 13 160 148 147 4 403 16
split_gain=0.12397 0.159131 0.174523 0.13921 0.135956 0.123628 0.13836 0.285706 0.145057 0.14097 0.0691448
threshold=0.11043500000000002 0.081320000000000017 0.25694000000000006 -0.077799999999999994 -0.069874999999999979 0.11655500000000001 -0.081784999999999983 0.089365000000000014 0.51400500000000016 -0.10258999999999999 -0.090194999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -2 6 -1 8 9 -8 -5
right_child=4 3 -4 10 -6 -7 7 -9 -10 -11 -12
leaf_value=0.014228966799791279 -0.0054486437406177273 0.0027770960794768107 -0.0036923006705112523 0.0086292088848749053 0.0052330938216061376 -0.00041256609354446781 0.0022750794379609038 -0.0057305073294674847 -0.0012957603196000751 0.0068022805790698242 0.016184534837457559
leaf_weight=53 62 53 61 62 74 97 226 62 76 1470 81
leaf_count=53 62 53 61 62 74 97 226 62 76 1470 81
internal_value=0 0.00559731 0.0051565 0.0101874 0.000350268 0.00542947 0.00573073 0.00548416 0.00587756 0.00620007 0.0129214
internal_weight=0 2241 2045 196 136 1984 1887 1834 1772 1696 143
internal_count=2377 2241 2045 196 136 1984 1887 1834 1772 1696 143
is_linear=0
shrinkage=0.16829


Tree=6437
num_leaves=28
num_cat=0
split_feature=3 3 43 41 52 52 16 43 43 3 43 51 16 1446 16 403 16 3 0 151 133 3 3 43 16 16 156
split_gain=3.31363 1.22339 1.06608 0.670063 0.382421 0.425609 0.376824 0.429118 0.221113 0.288085 0.177354 0.14346 0.118408 0.104599 0.118711 0.106201 0.128937 0.123585 0.0883616 0.127544 0.101909 0.0803916 0.075269 0.0708155 0.0694813 0.0609105 0.0569924
threshold=-0.049204999999999992 0.31370500000000007 -0.033174999999999989 0.08110500000000001 0.10160000000000001 -0.082554999999999976 -0.12029499999999999 -0.085594999999999991 -0.072174999999999975 -0.13088999999999998 -0.16205499999999998 -0.033754999999999993 -0.021919999999999999 0.083715000000000026 -0.083479999999999985 -0.0083299999999999989 -0.090394999999999989 -0.081324999999999995 -0.085719999999999977 -0.085604999999999987 0.089135000000000006 -0.088714999999999988 -0.082709999999999992 -0.077274999999999996 -0.072534999999999988 -0.28430999999999995 0.085320000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 8 5 -4 -2 -8 9 -1 -11 26 25 14 15 16 -13 -17 20 -20 24 -16 -23 -21 -12 -7 -10
right_child=1 -3 4 -5 -6 12 7 -9 11 10 18 13 -14 -15 21 17 -18 -19 19 23 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0011424769968262675 0.00025654747441343864 0.00019055099841899797 0.00087951247462820657 0.0005367570647729521 0.0010077528650447524 0.00058422662254249062 0.00077338531642360186 0.00039981712014756319 0.000637538332786019 0.00074832549222492617 0.000979770168410477 0.00069838515042223547 0.00047286881602882019 0.00096497768752892051 0.00070582465682085364 0.0010009849320285482 0.00090536328976502216 0.00083227721298578903 0.001098605758024007 0.00089452598409755146 0.00073169512686455432 0.00091505711949046726 0.0007907741232935885 0.0010285704672593104 0.0008458351403724582 0.00072778685720363892 0.00079106255993402551
leaf_weight=55 74 79 95 70 52 66 56 85 52 85 75 64 53 80 89 119 73 85 53 253 54 76 225 57 117 72 63
leaf_count=55 74 79 95 70 52 66 56 85 52 85 75 64 53 80 89 119 73 85 53 253 54 76 225 57 117 72 63
internal_value=0 0.000575304 0.000630206 0.000854384 0.000745915 0.000698185 0.000448135 0.000548434 0.000867637 0.000910303 0.000891853 0.000833089 0.000607812 0.000848805 0.000836043 0.000881978 0.00080893 0.000930863 0.000911827 0.000945565 0.0008619 0.000795788 0.000822272 0.000919287 0.000898337 0.000659383 0.000721949
internal_weight=0 632 553 1745 338 286 215 141 1675 749 694 926 191 811 731 341 137 204 609 363 246 390 301 310 192 138 115
internal_count=2377 632 553 1745 338 286 215 141 1675 749 694 926 191 811 731 341 137 204 609 363 246 390 301 310 192 138 115
is_linear=0
shrinkage=0.0032998


Tree=6438
num_leaves=19
num_cat=0
split_feature=4 376 2 150 3 42 14 13 0 0 1429 0 4 0 0 1213 15 13
split_gain=2.94589 1.14167 0.899401 1.01391 0.506628 0.519647 0.317722 0.277834 0.207407 0.179821 0.171463 0.148728 0.21094 0.118055 0.214754 0.113215 0.0858682 0.0516097
threshold=0.27161500000000005 0.080200000000000007 0.099675000000000014 0.082295000000000021 0.13524500000000003 0.086700000000000013 0.062655000000000016 -0.08866499999999998 -0.091674999999999993 -0.13740499999999997 0.084485000000000018 -0.077584999999999987 -0.17689999999999997 0.12358500000000001 -0.048199999999999993 -0.086394999999999986 -0.41880499999999993 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 5 16 9 -4 -9 -1 11 15 -13 14 -10 -11 -2 -7
right_child=4 -3 3 -5 -6 17 -8 8 13 10 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00060051385511987324 0.00049059090292782133 0.00035696901644025308 0.00044027546637111925 0.00022342385857929164 9.6339961657864899e-05 0.00033662235571033799 0.0010069574296949144 0.00051187313367130041 0.00071318922526106146 0.0006844855687094312 0.00090909178118660954 0.00088661161842003777 0.00065578029955852036 0.00059737381114376631 0.00095263574674042141 0.00079218271644461511 0.00067655712096986102 0.00018720977753280136
leaf_weight=75 55 93 52 66 64 52 60 54 173 127 91 53 260 55 55 882 58 52
leaf_count=75 55 93 52 66 64 52 60 54 173 127 91 53 260 55 55 882 58 52
internal_value=0 0.000715115 0.000731726 0.000602395 0.000355049 0.000431188 0.000769718 0.000666603 0.000701422 0.000760128 0.000768575 0.000758876 0.000694979 0.000737465 0.000771105 0.000778662 0.000586354 0.000262255
internal_weight=0 2096 2003 455 281 217 1548 389 337 1488 1413 1322 313 283 228 1009 113 104
internal_count=2377 2096 2003 455 281 217 1548 389 337 1488 1413 1322 313 283 228 1009 113 104
is_linear=0
shrinkage=0.0032998


Tree=6439
num_leaves=16
num_cat=0
split_feature=3 52 11 4 52 52 48 2 3 2 48 49 4 156 52
split_gain=0.143811 0.179431 0.214088 0.25134 0.182171 0.166254 0.16603 0.165854 0.166368 0.165452 0.119211 0.0953602 0.0875085 0.178783 0.125256
threshold=0.30112000000000005 -0.087769999999999987 0.080150000000000013 -0.15450999999999995 -0.092929999999999985 -0.080429999999999988 1.0000000180025095e-35 -0.0050599999999999994 -0.031844999999999991 0.092235000000000025 0.088845000000000021 -0.0062499999999999995 -0.0083249999999999973 0.0010500000000000004 -0.45791499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -5 11 -7 10 -10 -9 -1 13 14 -13
right_child=-2 2 -4 5 -6 7 -8 8 9 -11 -12 12 -14 -15 -16
leaf_value=-0.00077961472483715859 -0.00079957365356181126 0.014234777638190133 -0.0038118466596389635 -0.0034881904801890109 0.017987209633645751 0.01365660816600805 0.01385474773475334 0.0051140572365766714 0.0084857503010582324 -0.0017803482752021024 0.01118957061034757 0.0058699413196478725 0.01117266788398422 0.01017270172568998 -0.005593030514445806
leaf_weight=53 100 85 76 65 52 63 91 1152 59 180 100 55 95 98 53
leaf_count=53 100 85 76 65 52 63 91 1152 59 180 100 55 95 98 53
internal_value=0 0.00570539 0.00491361 0.00530383 0.0085375 0.00483383 0.00742922 0.00518308 0.00482384 0.000746444 0.00560076 0.00577239 0.00693203 0.00496767 0.000227959
internal_weight=0 2277 1780 1704 497 1619 445 1554 1491 239 1252 354 301 206 108
internal_count=2377 2277 1780 1704 497 1619 445 1554 1491 239 1252 354 301 206 108
is_linear=0
shrinkage=0.16829


Tree=6440
num_leaves=29
num_cat=0
split_feature=4 39 15 42 4 15 14 15 133 43 15 42 43 42 48 4 15 1429 151 159 1212 42 42 42 42 42 42 157
split_gain=10.4828 3.19471 1.07756 1.06518 1.05045 1.93456 0.730119 0.638669 0.582368 0.553953 0.516875 0.569316 0.421616 0.386209 0.385996 0.306496 0.246634 0.239057 0.174956 0.149475 0.127638 0.206554 0.115947 0.0989517 0.18355 0.0793631 0.0748029 0.0668587
threshold=0.30163500000000004 0.082470000000000016 0.03981500000000001 0.077855000000000021 -0.42305999999999994 -0.0070899999999999991 -0.42214499999999994 -0.14151499999999997 0.086345000000000019 -0.090809999999999988 0.08765000000000002 0.085790000000000019 -0.072864999999999985 0.095650000000000013 0.087310000000000013 0.42098500000000005 0.13393000000000002 0.084855000000000014 -0.06568499999999998 -1.0000000180025095e-35 0.087685000000000013 0.088865000000000013 0.089625000000000024 -0.087714999999999987 -0.011409999999999998 -0.050989999999999994 0.096075000000000008 -0.08237499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -2 -6 14 -9 11 23 -8 17 -3 -14 20 18 27 -20 22 -22 25 -4 -25 -12 -24 -5
right_child=6 8 10 13 5 -7 12 9 -10 -11 16 -13 15 -15 -16 -17 -18 -19 19 -21 21 -23 26 24 -26 -27 -28 -29
leaf_value=0.0013694182396157464 0.00081913361583231287 0.0010940833910247432 0.0012750561907218583 0.0012853033576117245 0.0014268579315927352 0.00054392616375306875 0.00018143016103162714 0.0012830566747117332 0.00050808320101606381 0.0009538732491242599 0.0012873694960460278 0.0016940759925065572 0.00070492535350944385 0.0010695396254280815 0.00071325432388877135 0.0003761207537767999 0.0010565214233127947 0.0014903295258404141 0.0013574482981312903 0.001181770168973834 0.0010568152295175523 0.0013473555003415691 0.0011566944318264533 0.0015775189666459217 0.0013218967781313614 0.0014275981958197974 0.0013093122381345244 0.0014479590873258121
leaf_weight=103 59 62 95 52 57 83 65 77 58 210 76 75 52 85 56 78 54 73 78 193 59 52 58 52 84 137 117 78
leaf_count=103 59 62 95 52 57 83 65 77 58 210 76 75 52 85 56 78 54 73 78 193 59 52 58 52 84 137 117 78
internal_value=0 0.00120649 0.00124499 0.00117579 0.00106939 0.000996935 0.000496933 0.00110613 0.000780197 0.00104231 0.00133268 0.00144236 0.000399266 0.0012766 0.00091365 0.000507914 0.00127193 0.00131366 0.00128141 0.00123246 0.00129517 0.00119324 0.00132424 0.00136048 0.00141989 0.00137773 0.00125893 0.00138317
internal_weight=0 2124 1948 1089 530 427 254 344 176 287 859 306 195 559 118 130 553 474 401 271 499 111 388 231 136 213 175 130
internal_count=2378 2124 1948 1089 530 427 254 344 176 287 859 306 195 559 118 130 553 474 401 271 499 111 388 231 136 213 175 130
is_linear=0
shrinkage=0.0032998


Tree=6441
num_leaves=21
num_cat=0
split_feature=3 40 16 156 130 1429 16 403 13 42 16 3 16 52 12 401 3 132 403 403
split_gain=0.416453 0.386412 0.242566 0.253613 0.172035 0.155884 0.175498 0.153515 0.209088 0.15067 0.146776 0.269736 0.217748 0.134947 0.220481 0.111463 0.142669 0.112083 0.106287 0.0482241
threshold=-0.049204999999999992 -0.084709999999999994 -0.49181999999999998 0.094150000000000011 -0.089704999999999993 0.084895000000000012 0.057675000000000011 0.019620000000000002 0.046185000000000004 -0.025789999999999997 -0.096494999999999984 0.12991000000000003 -0.052894999999999991 -0.22243999999999997 0.10411000000000002 0.020315000000000003 -0.097574999999999981 -0.083284999999999984 0.099240000000000009 0.41115000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 9 -1 7 -7 8 15 -4 -11 12 -12 -10 -15 16 -6 -18 -9 -20
right_child=1 2 3 -5 5 6 -8 18 13 10 11 -13 -14 14 -16 -17 17 -19 19 -21
leaf_value=0.0152116662442007 -0.010539087875525124 0.0096706373080188146 0.0059087869528698586 0.010509085824324317 -0.0013037567532484002 0.0058378210794856038 0.018539673069065472 0.014351831448785329 0.00637176768815482 -0.0087037836743937714 0.0046281022620882446 0.0088012185104200114 -0.0080245569897339098 -0.008768433788347468 0.0049074556895165105 0.011383103845549606 0.011367606045907711 0.004809607660144293 0.0036372502594161278 0.009932260684356117
leaf_weight=53 76 102 73 63 100 75 53 74 54 82 57 65 118 87 54 77 81 892 79 63
leaf_count=53 76 102 73 63 100 75 53 74 54 82 57 65 118 87 54 77 81 892 79 63
internal_value=0 0.000716852 0.00224765 0.000590575 0.00575169 0.00545377 0.0111112 0.00498872 0.00431739 -0.000986816 -0.00255568 -0.000447598 -0.00389314 -0.000770167 -0.00351812 0.00518162 0.00473492 0.00535739 0.00916067 0.00644276
internal_weight=0 636 560 458 1742 1689 128 1561 1345 395 322 240 175 195 141 1150 1073 973 216 142
internal_count=2378 636 560 458 1742 1689 128 1561 1345 395 322 240 175 195 141 1150 1073 973 216 142
is_linear=0
shrinkage=0.16829


Tree=6442
num_leaves=23
num_cat=0
split_feature=1 3 10 3 1 4 3 4 51 1 3 1 3 43 43 13 3 4 133 1 4 43
split_gain=15.6373 2.31964 1.62468 1.56928 1.51981 1.10077 0.83642 0.61916 0.580972 0.4347 0.474299 0.349793 0.331692 0.438342 0.262916 0.275275 0.248841 0.444582 0.206223 0.161397 0.160532 0.0221714
threshold=0.11846000000000002 -0.026769999999999999 -0.011559999999999999 -0.055389999999999988 0.10293500000000001 0.020345000000000005 0.0025650000000000004 -0.42305999999999994 0.11548000000000001 0.07677500000000001 -0.096099999999999977 0.079020000000000021 0.10323000000000002 -0.031974999999999996 -0.14839499999999997 0.055020000000000006 0.25468500000000005 0.42953500000000006 0.094525000000000012 0.084755000000000011 -0.025139999999999999 -0.078469999999999984
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 5 -2 -4 12 7 -6 -1 9 14 -11 18 13 -3 -9 -16 17 -5 21 -15 -12 -7
right_child=2 4 3 16 6 11 -8 8 -10 10 20 -13 -14 19 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0016476717826361968 -6.8837283735070695e-05 0.00099188024966544229 0.0010366199329166575 0.00070343670984848565 0.00047650476473878531 0.0012453709545457588 0.00099603204215004452 0.0015812836884112845 0.0010683532444495257 0.0010268484374332378 0.001275738858152649 0.00096805356114511613 0.00096064603591202444 0.0014652192331731971 0.001396577595798053 0.0011447525734621625 0.00022582745795635185 0.00027841103709872156 0.0010462405990153243 0.0012418175396069829 0.0014561735082714224 0.0013560754567944553
leaf_weight=78 55 52 57 55 62 52 75 81 80 75 213 98 54 70 793 52 58 53 52 79 77 57
leaf_count=78 55 52 57 55 62 52 75 81 80 75 213 98 54 70 793 52 58 53 52 79 77 57
internal_value=0 0.00127155 0.000438542 0.000563838 0.0010422 0.00132416 0.000761175 0.0013597 0.00134329 0.0013603 0.00126285 0.00112523 0.00119305 0.00125531 0.00139867 0.00138112 0.000401285 0.000495186 0.00122069 0.00134701 0.00132377 0.00130359
internal_weight=0 2100 278 223 392 1708 137 1449 1371 1291 365 259 255 201 926 845 166 108 161 149 290 109
internal_count=2378 2100 278 223 392 1708 137 1449 1371 1291 365 259 255 201 926 845 166 108 161 149 290 109
is_linear=0
shrinkage=0.0032998


Tree=6443
num_leaves=10
num_cat=0
split_feature=2 43 10 9 1375 48 40 4 52
split_gain=0.371293 0.298623 0.203866 0.210102 0.195307 0.187868 0.131278 0.125526 0.103838
threshold=0.17000000000000001 -0.24238999999999997 0.046740000000000011 -1.0000000180025095e-35 -0.093609999999999985 -0.080689999999999984 -0.079289999999999985 -0.049744999999999991 0.13248000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 -6 -7 -1 -8
right_child=-2 2 -4 4 5 6 8 -9 -10
leaf_value=0.0083232481627008061 -0.0092133523030080555 -0.0053495750915816664 -0.0050600261074147069 -0.0048863555952022523 0.015070458769959771 -0.0018967215464547301 0.0057949755410714602 0.019277249189177979 0.0023290231959757755
leaf_weight=71 54 57 62 55 54 75 1607 52 291
leaf_count=71 54 57 62 55 54 75 1607 52 291
internal_value=0 0.00489148 0.00443927 0.00471545 0.00499187 0.00526079 0.00499139 0.0129688 0.00526452
internal_weight=0 2324 2201 2139 2082 2027 1973 123 1898
internal_count=2378 2324 2201 2139 2082 2027 1973 123 1898
is_linear=0
shrinkage=0.16829


Tree=6444
num_leaves=23
num_cat=0
split_feature=2 12 43 12 43 123 12 2 1453 3 42 52 160 15 1212 43 51 483 15 3 42 3
split_gain=0.27179 0.287702 0.214695 0.209795 0.21196 0.239365 0.227501 0.251266 0.178186 0.161364 0.162305 0.109847 0.102242 0.0791497 0.113826 0.351837 0.0856825 0.0843553 0.0655335 0.0555838 0.0274071 0.0177168
threshold=0.13538500000000001 1.0000000180025095e-35 -0.14044999999999999 1.0000000180025095e-35 -0.073404999999999984 0.084600000000000022 -0.036614999999999988 0.096425000000000025 -0.049419999999999992 -0.12077499999999998 -0.079234999999999986 -0.0065299999999999993 0.10070500000000002 -0.039984999999999993 0.041590000000000009 -0.022549999999999997 -0.085574999999999984 0.093875000000000014 -0.015069999999999998 -0.095764999999999989 0.085355000000000014 0.149315
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 21 9 4 5 -4 -6 11 -5 -1 -11 -8 13 17 16 -16 -15 19 -9 -10 -14 -2
right_child=1 -3 3 8 6 -7 7 18 12 10 -12 -13 20 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.016724325249386298 0.0042601390317810444 -0.012016302352586347 -0.012435528225930652 -0.0030995446453144461 0.010962275282070241 0.0016453463892051579 -0.00013664295670829226 0.0080987113335142143 -0.0028969001611316722 0.010908823396691148 -0.00092796001104307393 -0.011009080564980166 0.012956761055459358 0.012702673077556804 -0.0097934956984518286 0.0064275473561575631 0.0060719863274954359 0.0085561947224625789 0.00052071410164574166 0.0028155986010442095 0.0074904801043061981 7.6867601327666773e-05
leaf_weight=62 62 60 64 78 77 73 52 85 56 85 53 54 52 61 52 139 646 65 53 337 57 55
leaf_count=62 62 60 64 78 77 73 52 85 56 85 53 54 52 61 52 139 646 65 53 337 57 55
internal_value=0 -0.00253689 0.00431165 0.00378469 0.000617302 -0.00491947 0.00298594 0.000461459 0.00472369 0.00957488 0.00634979 -0.00569238 0.00514144 0.00474035 0.00566072 0.00200194 0.00664662 0.00293184 0.00520134 0.00199703 0.0101147 0.002309
internal_weight=0 177 2201 2001 458 137 321 244 1543 200 138 106 1465 1356 898 191 707 458 138 393 109 117
internal_count=2378 177 2201 2001 458 137 321 244 1543 200 138 106 1465 1356 898 191 707 458 138 393 109 117
is_linear=0
shrinkage=0.16829


Tree=6445
num_leaves=21
num_cat=0
split_feature=4 123 1 1 47 16 15 12 11 132 1 16 1446 15 42 156 4 1 16 16
split_gain=16.1171 4.27896 2.11528 1.75305 1.65492 0.893697 0.881842 0.771234 0.601433 0.55459 0.490344 0.345866 0.345092 0.325922 0.231578 0.22898 0.156971 0.10554 0.128565 0.0540919
threshold=0.30163500000000004 0.081990000000000021 0.10384000000000002 0.13210500000000003 0.085505000000000012 0.12292000000000002 -0.42759999999999992 0.090345000000000023 1.0000000180025095e-35 0.082150000000000015 0.10557500000000002 0.064610000000000015 0.084285000000000013 -0.45726999999999995 0.084675000000000014 0.083125000000000018 0.053455000000000009 0.073870000000000005 -0.073494999999999991 -0.06421499999999998
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 2 7 6 5 -4 -2 8 9 12 -3 16 15 -5 -13 -1 17 18 -9 -19
right_child=3 10 4 13 -6 -7 -8 11 -10 -11 -12 14 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0013740839509393803 0.00089971288523569518 0.00087439943147612413 0.00060010546376751341 0.00028198621283454227 0.0013826742733089633 0.0011440749898257343 0.00038554529243155054 0.0013780925081958745 0.0017526640844965657 0.0011159243916093761 0.00044703377565992756 0.0012724461276801674 0.0016054434746316068 -7.8938906737135878e-05 0.0010256801399714968 0.0015180259701443048 0.0011630029160009056 0.001366543130135899 0.0012333833320674246 0.001507725921638415
leaf_weight=686 74 65 88 52 88 53 72 141 57 70 54 84 103 57 87 153 63 96 144 54
leaf_count=686 74 65 88 52 88 53 72 141 57 70 54 84 103 57 87 153 63 96 144 54
internal_value=0 0.00128899 0.00132577 0.000409949 0.00102704 0.000804826 0.000646392 0.00136511 0.00142039 0.00140164 0.000680765 0.00127672 0.00142284 9.29224e-05 0.0011471 0.00140038 0.00132115 0.00134398 0.0013051 0.0014176
internal_weight=0 2086 1967 255 229 141 146 1738 1069 1012 119 669 942 109 171 839 498 435 285 150
internal_count=2341 2086 1967 255 229 141 146 1738 1069 1012 119 669 942 109 171 839 498 435 285 150
is_linear=0
shrinkage=0.0032998


Tree=6446
num_leaves=12
num_cat=0
split_feature=3 2 0 3 1 14 1 1185 131 1 0
split_gain=0.477334 0.198583 0.23639 0.180006 0.266263 0.275521 0.123008 0.112364 0.104491 0.117655 0.0386807
threshold=0.30112000000000005 -0.011974999999999998 -0.063109999999999986 0.12991000000000003 0.13301500000000002 -0.10708499999999999 0.13767000000000004 0.082795000000000021 0.093130000000000018 0.11481500000000001 -0.076209999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -2 8 9 -7 -10
right_child=6 3 -4 -5 -6 7 -8 -9 10 -11 -12
leaf_value=0.0060165878529872948 -0.0013907932062914292 0.01675558390139531 -0.0093039296779177591 0.014509221138130746 -0.0066684723443793479 0.003628429733297708 -0.01300921278236462 0.011508360167719918 0.0098815149896877112 0.011112318052602353 0.0047823673946193407
leaf_weight=52 52 54 63 53 58 1642 52 64 122 62 67
leaf_count=52 52 54 63 53 58 1642 52 64 122 62 67
internal_value=0 0.0044399 -0.00236077 0.00480931 0.00455996 0.0048847 -0.00721728 0.00455622 0.00432023 0.00390179 0.00808339
internal_weight=0 2237 115 2122 2069 2011 104 1957 1893 1704 189
internal_count=2341 2237 115 2122 2069 2011 104 1957 1893 1704 189
is_linear=0
shrinkage=0.16829


Tree=6447
num_leaves=20
num_cat=0
split_feature=10 10 16 15 49 16 43 15 34 484 15 4 15 16 480 16 43 47 4
split_gain=0.229393 0.166937 0.167675 0.202527 0.352466 0.234464 0.174318 0.164726 0.139523 0.116858 0.112999 0.136961 0.102913 0.0979313 0.14825 0.106722 0.0891175 0.0840609 0.0977157
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.011859999999999997 -0.074959999999999985 0.0047850000000000011 0.022165000000000004 -0.083464999999999998 -0.043644999999999996 -0.06920999999999998 -0.020124999999999994 -0.089734999999999995 -0.0086999999999999977 0.086555000000000007 -0.039889999999999988 0.085285000000000014 -0.062804999999999986 -0.013384999999999999 0.10621500000000002 -0.086574999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 13 10 5 6 -5 -6 -1 -7 11 -4 -11 14 15 17 -15 18 -2
right_child=1 -3 3 4 7 9 -8 -9 -10 12 -12 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.0020731415958516099 -0.00029637258968024375 -0.004871864537683534 0.0093379384110901069 0.0018421132738962 -0.0012515198172160908 0.01129818743737572 -0.010050720835566306 -0.013220603434557832 -0.0092525075037149917 0.005388117722687759 0.011295377231143247 -0.0012420379648776648 -0.0021082133810368547 0.0058023038937902475 0.011858516641982219 -0.0032147737416251946 0.014174906014079993 0.010628269102246062 0.0047092588595604341
leaf_weight=59 126 63 62 83 65 67 60 66 64 197 83 78 70 93 74 54 60 59 858
leaf_count=59 126 63 62 83 65 67 60 66 64 197 83 78 70 93 74 54 60 59 858
internal_value=0 0.00365445 0.00390455 0.0020272 0.000432916 0.00255915 -0.00313532 -0.00729546 -0.00380527 0.00500258 0.00636587 0.00343055 0.00341606 0.0050815 0.00455525 0.00406096 0.00909742 0.00443938 0.00406647
internal_weight=0 2218 2155 831 608 477 143 131 123 334 223 140 267 1324 1171 1097 153 1043 984
internal_count=2341 2218 2155 831 608 477 143 131 123 334 223 140 267 1324 1171 1097 153 1043 984
is_linear=0
shrinkage=0.16829


Tree=6448
num_leaves=23
num_cat=0
split_feature=1 1 3 4 4 3 52 4 1 2 0 3 0 0 0 16 159 42 2 52 4 4
split_gain=11.9427 2.92119 1.54186 1.05166 0.880149 0.690293 0.63941 0.548898 0.524629 0.6196 0.603085 0.364406 0.30538 0.278149 0.243897 0.203488 0.175343 0.122944 0.17419 0.137854 0.109158 0.108426
threshold=0.10538500000000002 0.13630500000000004 -0.049204999999999992 0.054560000000000004 0.25759000000000004 0.30112000000000005 0.0029250000000000005 0.42953500000000006 0.089625000000000024 0.11366500000000002 -0.10566999999999999 -0.13795999999999997 -0.071844999999999978 -0.082884999999999986 -0.089704999999999993 -0.019749999999999993 0.04105000000000001 0.088060000000000013 0.088375000000000023 -0.0018699999999999999 -0.013024999999999998 -0.050564999999999992
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 4 8 -2 -3 14 15 9 11 -10 -1 21 17 -5 -4 20 18 -13 -19 -15 -12
right_child=1 5 7 6 -6 -7 -8 -9 10 -11 12 13 -14 16 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0014412712296092397 0.0011819334876390297 0.00037707383690259634 0.00055196661915630867 0.00069671234708521988 0.00065216309647987789 -9.9204392997706732e-05 0.0011626085907450756 0.00083355205127425903 0.00076272731971777465 0.0009276506127890758 0.0011385777218887233 0.0012600368523601304 0.00098558115336499141 0.001207725012374682 0.00098733169165916065 0.00030422387871673474 0.00098948827728286308 0.0010403125699213105 0.0014101980777783234 0.0012668034857020445 0.001043470219293035 0.0013117648252377327
leaf_weight=93 98 77 94 84 53 58 95 58 57 74 86 401 93 372 52 60 58 52 113 76 54 83
leaf_count=93 98 77 94 84 53 58 95 58 57 74 86 401 93 372 52 60 58 52 113 76 54 83
internal_value=0 0.000586948 0.0007411 0.00116303 0.000996221 0.00017219 0.000954041 0.000559221 0.00119296 0.00122272 0.00107221 0.0012406 0.0011394 0.001224 0.000808091 0.000455672 0.00116339 0.00126964 0.00129312 0.00117507 0.00118699 0.00122384
internal_weight=0 498 363 1843 151 135 231 212 1612 1293 319 1219 262 1126 136 154 484 642 514 128 426 169
internal_count=2341 498 363 1843 151 135 231 212 1612 1293 319 1219 262 1126 136 154 484 642 514 128 426 169
is_linear=0
shrinkage=0.0032998


Tree=6449
num_leaves=24
num_cat=0
split_feature=4 12 150 43 12 12 12 43 11 42 156 15 16 43 11 13 13 12 49 43 1455 130 42
split_gain=9.92229 2.15842 0.9107 0.736375 0.594795 0.532961 0.67032 0.4895 0.414328 0.409135 0.390579 0.31833 0.243218 0.242164 0.210588 0.22568 0.178847 0.171826 0.373173 0.166887 0.160847 0.158816 0.131649
threshold=0.30163500000000004 0.077755000000000005 0.091105000000000005 -0.031974999999999996 0.090345000000000023 -0.093429999999999985 0.095330000000000012 -0.088689999999999977 0.080455000000000013 0.11457500000000002 0.090310000000000015 -0.46503999999999995 -0.013529999999999999 -0.040789999999999993 1.0000000180025095e-35 -0.095574999999999979 -0.0044799999999999987 0.11007500000000002 0.082865000000000008 -0.011764999999999998 0.084305000000000005 0.087445000000000009 0.08733500000000001
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=1 2 3 7 14 -2 11 -1 9 17 12 -7 16 -11 15 -3 -5 18 19 -6 21 22 -17
right_child=5 4 -4 10 8 6 -8 -9 -10 13 -12 -13 -14 -15 -16 20 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0010969009590845549 0.00020540850542481425 0.0010916005195148327 0.00062048749826802577 0.0010300565769450426 0.0012613332622440786 0.000893719464377977 0.00025676962690077864 0.00068468322590713908 0.0014223094229617373 0.00083431777227177854 0.0013961509354860934 0.00057666638636590898 0.00093039386785419482 0.0011309854295001019 0.0015021546833833882 0.0013725199884320697 0.0012951641612271396 0.0013395108115679358 0.00099077783446647658 0.0011118103059406638 0.0011312670250811752 0.001144778624907636 0.0012668129283661185
leaf_weight=53 52 57 63 52 287 55 52 79 73 61 58 96 72 62 60 437 65 81 101 121 53 52 199
leaf_count=53 52 57 63 52 287 55 52 79 73 61 58 96 72 62 60 437 65 81 101 121 53 52 199
internal_value=0 0.00119433 0.000989234 0.00105044 0.00124945 0.000504524 0.000580971 0.000850462 0.0011834 0.00115889 0.00115716 0.000692383 0.00108364 0.000984144 0.00130991 0.00129541 0.00117764 0.00119526 0.00117224 0.00121708 0.00131104 0.00132483 0.0013395
internal_weight=0 2086 442 379 1644 255 203 132 786 713 247 151 189 123 858 798 117 590 509 408 741 688 636
internal_count=2341 2086 442 379 1644 255 203 132 786 713 247 151 189 123 858 798 117 590 509 408 741 688 636
is_linear=0
shrinkage=0.0032998


Tree=6450
num_leaves=14
num_cat=0
split_feature=14 49 9 1456 13 133 3 42 52 15 13 12 52
split_gain=0.290506 0.302329 0.202277 0.158791 0.169532 0.22256 0.166884 0.203746 0.196617 0.151508 0.137517 0.134178 0.108823
threshold=-0.31058999999999998 -0.16273499999999999 -0.080554999999999974 -0.15308499999999997 0.0019650000000000002 -0.0081099999999999974 0.11745500000000002 0.091545000000000015 0.10160000000000001 -0.074054999999999996 -0.084854999999999986 0.087515000000000023 -0.27209499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 8 -5 -8 -9 -7 -13
right_child=1 2 3 4 5 11 9 10 -10 -11 -12 12 -14
leaf_value=-0.0071206456330367785 -0.0083553130670538586 0.014681888841110683 -0.0033549497597511286 0.0060081947040778235 -0.0056927416514821871 -0.0019804952292356848 0.0047965426337454736 -0.0028201739760362362 0.012230975341380021 -0.0059768256419495255 0.0043215055590668933 -0.0006806469423052574 0.0078260548908603133
leaf_weight=66 53 54 75 961 95 88 81 101 170 68 310 56 173
leaf_count=66 53 54 75 961 95 88 81 101 170 68 310 56 173
internal_value=0 0.00419498 0.0044938 0.00424038 0.00451211 0.00144492 0.00525835 0.00577806 0.00694513 -0.000108105 0.00256212 0.00358964 0.00573797
internal_weight=0 2285 2232 2178 2103 412 1691 1542 1131 149 411 317 229
internal_count=2351 2285 2232 2178 2103 412 1691 1542 1131 149 411 317 229
is_linear=0
shrinkage=0.16829


Tree=6451
num_leaves=21
num_cat=0
split_feature=3 15 49 0 156 3 49 3 3 0 0 160 160 49 1446 1456 3 0 0 3
split_gain=4.44597 3.13804 1.00143 0.574938 0.510105 0.39156 0.390809 0.346545 0.507715 0.320305 0.244169 0.242561 0.21616 0.283443 0.178946 0.221102 0.162558 0.138482 0.136978 0.135306
threshold=0.11745500000000002 -0.25061999999999995 -0.03195499999999999 -0.07304999999999999 0.050840000000000003 0.31534000000000006 -0.07107999999999999 -0.15680499999999997 -0.096099999999999977 -0.069389999999999993 -0.10264999999999998 -1.0000000180025095e-35 0.066685000000000008 0.11580500000000001 0.088500000000000009 -0.089834999999999984 -0.072579999999999992 -0.069824999999999984 -0.090569999999999984 0.0065900000000000012
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 11 4 12 6 -2 9 -5 -9 10 -3 -1 13 14 15 -4 17 -10 -14 -18
right_child=5 2 3 7 -6 -7 -8 8 16 -11 -12 -13 18 -15 -16 -17 19 -19 -20 -21
leaf_value=0.0005509144112744893 0.00048990283347786871 0.00069529065364153282 0.00075587407436737513 0.0010481606111224628 0.00099832620792445143 0.00018241519328765884 0.00041762971160138631 0.00050144627625895181 0.00079549261477870035 0.00053035451826920449 0.0010088799192756437 0.00026073501454771547 0.0012148460087180691 0.00072709049852412997 0.0011528681701169466 0.00097983301720276292 0.00072044457723282262 0.0010034041051269621 0.001010501948265789 0.00092408681005823996
leaf_weight=56 100 59 52 79 63 83 55 52 56 54 52 73 68 52 63 972 121 104 84 53
leaf_count=56 100 59 52 79 63 83 55 52 56 54 52 73 68 52 63 972 121 104 84 53
internal_value=0 0.000886565 0.000918155 0.000947582 0.000735435 0.000350634 0.000659993 0.000847544 0.000806394 0.000740567 0.000842515 0.000386977 0.000983587 0.000967733 0.000979213 0.000968495 0.000853766 0.000930855 0.00110215 0.000782676
internal_weight=0 2168 2039 1756 283 183 220 465 386 165 111 129 1291 1139 1087 1024 334 160 152 174
internal_count=2351 2168 2039 1756 283 183 220 465 386 165 111 129 1291 1139 1087 1024 334 160 152 174
is_linear=0
shrinkage=0.0032998


Tree=6452
num_leaves=13
num_cat=0
split_feature=43 12 1443 151 4 15 0 2 12 457 2 43
split_gain=0.221264 0.360279 0.205697 0.205842 0.146111 0.348292 0.321613 0.209838 0.182568 0.14517 0.14224 0.112767
threshold=-0.16205499999999998 0.093595000000000025 0.084655000000000022 0.086470000000000005 0.30163500000000004 -0.4680149999999999 -0.14822499999999997 0.090675000000000019 -1.0000000180025095e-35 0.087350000000000011 -0.013254999999999998 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -2 -7 10 -8 -12
right_child=2 -3 -4 -5 5 8 9 -9 -10 -11 11 -13
leaf_value=-0.010212751509902054 0.0067215306064020604 0.0051474541263155553 0.01440514493379747 -0.0044721224110384023 0.0099243734998052547 0.0026578936841470369 0.012311273756946935 0.020833126332638605 -0.0092470032807107465 0.011970211828321259 0.0046693374850525207 0.0016423557766691434
leaf_weight=80 65 94 56 77 72 62 56 56 88 67 1054 524
leaf_count=80 65 94 56 77 72 62 56 56 88 67 1054 524
internal_value=0 -0.00190438 0.00432512 0.00405813 0.00438036 0.000295532 0.00487709 0.0132674 -0.00431434 0.00427919 0.00396273 0.00366532
internal_weight=0 174 2177 2121 2044 222 1822 121 150 1701 1634 1578
internal_count=2351 174 2177 2121 2044 222 1822 121 150 1701 1634 1578
is_linear=0
shrinkage=0.16829


Tree=6453
num_leaves=13
num_cat=0
split_feature=14 49 150 9 160 52 150 39 1456 160 16 49
split_gain=0.207878 0.209569 0.146102 0.182855 0.164673 0.147997 0.129396 0.129174 0.088635 0.128721 0.0793653 0.0820855
threshold=-0.31058999999999998 -0.16273499999999999 0.10781 1.0000000180025095e-35 0.08443500000000001 -0.016619999999999996 0.083295000000000022 0.094095000000000026 -0.16130999999999998 0.0088350000000000008 0.053535000000000006 0.0029050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -4 10 8 -3 -10 11 -6
right_child=1 2 5 -5 6 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0060874075904585991 -0.0069637392929700701 -0.0031602395629307151 -0.0085772697366636209 0.013164965901778619 0.0047785770549028011 0.0029096633944798588 0.014886711067060937 -0.0035044634237911096 0.0040568115326298218 -0.0034599693831310827 0.00048441070428808131 0.013245812776896697
leaf_weight=66 53 54 53 61 89 79 57 77 1585 67 58 52
leaf_count=66 53 54 53 61 89 79 57 77 1585 67 58 52
internal_value=0 0.00348337 0.00373224 0.00407386 0.003801 -0.0016889 0.00779728 0.00322622 0.00353106 0.00375087 0.00575761 0.00791399
internal_weight=0 2285 2232 2100 2039 132 256 1783 1706 1652 199 141
internal_count=2351 2285 2232 2100 2039 132 256 1783 1706 1652 199 141
is_linear=0
shrinkage=0.16829


Tree=6454
num_leaves=11
num_cat=0
split_feature=14 49 1447 4 1446 157 14 51 4 42
split_gain=0.14386 0.145038 0.126048 0.134585 0.140919 0.124705 0.17206 0.114559 0.0948262 0.0613636
threshold=-0.31058999999999998 -0.16273499999999999 -0.085804999999999979 0.5137400000000002 0.092750000000000013 -0.08205999999999998 0.054835000000000009 0.11548000000000001 -0.0083249999999999973 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 7 -7 9 -4
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.0050629597074400932 -0.0057918132749614397 -0.0030908325659792057 0.0084463603812311109 0.010577738401731028 0.01018785175602523 0.0030128563782987109 -0.0064388656054447761 -0.0035754024745800733 0.012959833936864652 0.0011103390834818262
leaf_weight=66 53 89 61 71 77 1672 60 78 54 70
leaf_count=66 53 89 61 71 77 1672 60 78 54 70
internal_value=0 0.00289728 0.00310442 0.00336255 0.00311444 0.00284053 0.00241364 0.00271818 0.00700744 0.00454006
internal_weight=0 2285 2232 2143 2072 1995 1810 1750 185 131
internal_count=2351 2285 2232 2143 2072 1995 1810 1750 185 131
is_linear=0
shrinkage=0.16829


Tree=6455
num_leaves=13
num_cat=0
split_feature=48 4 14 12 149 16 475 43 133 484 4 43
split_gain=0.25725 0.190629 0.159431 0.153149 0.173263 0.147081 0.264606 0.23815 0.447821 0.183162 0.177153 0.170641
threshold=0.12118000000000002 0.59999500000000017 -0.45687499999999998 0.11999500000000002 0.079000000000000015 0.0060650000000000009 -0.082549999999999998 -0.084454999999999988 0.078935000000000019 0.1019 -0.033449999999999987 -0.083269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 11 8 -7 -8 -9 -4
right_child=-2 -3 3 -5 -6 7 9 10 -10 -11 -12 -13
leaf_value=0.013293413185586279 -0.0063568240657607749 -0.0058565332271931416 0.0057884826234202904 0.011933479612063144 0.013023559934965689 -0.014742258674411528 0.0032602924533857479 0.0061635147865075207 0.0042248372613194508 0.013175673187761005 -0.0012019929328585001 0.018823901973767463
leaf_weight=53 71 55 60 66 55 68 1383 228 73 55 155 55
leaf_count=53 71 55 60 66 55 68 1383 228 73 55 155 55
internal_value=0 0.0039187 0.00415834 0.00393725 0.00368887 0.00344081 0.00426379 0.000998312 -0.00490967 0.00364078 0.003178 0.0120384
internal_weight=0 2306 2251 2198 2132 2077 1553 524 141 1438 383 115
internal_count=2377 2306 2251 2198 2132 2077 1553 524 141 1438 383 115
is_linear=0
shrinkage=0.16829


Tree=6456
num_leaves=15
num_cat=0
split_feature=10 484 484 484 47 3 51 0 3 1 13 484 0 51
split_gain=0.166374 0.154125 0.365493 0.200841 0.186167 0.125878 0.163754 0.293092 0.20089 0.147281 0.12032 0.0844442 0.0632701 0.0413707
threshold=-0.092019999999999977 -0.067754999999999996 -0.08261499999999998 -0.012019999999999998 0.11518500000000002 0.11535000000000002 -0.10101999999999998 -0.07081999999999998 0.086245000000000016 0.091785000000000019 -0.41871499999999995 -0.091464999999999977 -0.08150499999999998 -0.24177499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -3 5 6 7 -5 9 -8 -7 12 -2 -9
right_child=1 3 -4 4 -6 10 8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.0058879233345739091 -0.0018717949675754241 0.013356319001856062 -0.010691650278200921 0.018930713288789671 -0.0053843876016010806 0.0036814462036201985 0.0042717769903200869 0.0070914201226915819 -0.0060504023584738026 0.00053928413364953513 0.014480509204862832 0.0083585373139327505 0.0047663522392682334 0.00057027146541070554
leaf_weight=58 93 60 73 52 65 59 1137 52 68 408 59 61 72 60
leaf_count=58 93 60 73 52 65 59 1137 52 68 408 59 61 72 60
internal_value=0 0.00322699 -0.000333521 0.00375491 0.00346007 0.00376439 0.00340932 0.00848147 0.00289251 0.00328727 0.0090962 0.0030043 0.00101396 0.00361399
internal_weight=0 2319 299 2020 1960 1895 1777 164 1613 1545 118 226 165 112
internal_count=2377 2319 299 2020 1960 1895 1777 164 1613 1545 118 226 165 112
is_linear=0
shrinkage=0.16829


Tree=6457
num_leaves=14
num_cat=0
split_feature=156 3 15 12 14 12 12 403 1211 156 3 42 42
split_gain=0.158477 0.22783 0.172599 0.149334 0.137314 0.166573 0.240952 0.167064 0.149821 0.118313 0.108383 0.100987 0.0905833
threshold=0.10788500000000002 0.10812000000000001 -0.035449999999999988 0.091680000000000011 0.076175000000000007 0.11007500000000002 0.10321000000000001 -0.53379499999999991 0.077345000000000011 0.088610000000000008 0.31343500000000007 0.082410000000000025 -0.044809999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -2 5 6 7 -1 9 -9 -3 -10 -7
right_child=3 2 -4 -5 -6 12 -8 8 11 -11 -12 -13 -14
leaf_value=-0.0060098953112116783 0.015292835884983775 0.0054429200786449937 -0.011737290063829935 0.0029258766263362927 0.010288646206406115 0.013329689859383386 -0.0064924867680254119 0.0026921078098421777 0.0032116057040061769 -0.002948325547060854 -0.0050420086698845954 0.012733224095794634 0.0045941999805524623
leaf_weight=64 52 53 53 60 65 55 90 1496 60 113 59 68 89
leaf_count=64 52 53 53 60 65 55 90 1496 60 113 59 68 89
internal_value=0 0.0021922 -0.00382473 0.00868372 0.00266581 0.00242145 0.00200002 0.00242541 0.00273724 0.00229486 -6.43496e-05 0.008284 0.00794315
internal_weight=0 2265 165 112 2100 2035 1891 1801 1737 1609 112 128 144
internal_count=2377 2265 165 112 2100 2035 1891 1801 1737 1609 112 128 144
is_linear=0
shrinkage=0.16829


Tree=6458
num_leaves=21
num_cat=0
split_feature=1 3 39 4 14 1 1 160 3 4 0 484 51 1 3 160 4 13 1213 49
split_gain=11.5229 2.80834 1.34303 1.1581 0.833071 0.811797 0.713055 0.46774 0.427098 0.363515 0.303052 0.428048 0.372822 0.294098 0.288815 0.28708 0.282773 0.276674 0.184502 0.18219
threshold=0.10538500000000002 -0.058704999999999993 0.081875000000000017 0.24726500000000004 0.062655000000000016 0.092655000000000015 0.14262000000000002 -1.0000000180025095e-35 0.086245000000000016 -0.030434999999999993 -0.079249999999999987 0.0038100000000000005 -0.085434999999999983 0.096515000000000004 0.099930000000000005 -0.063534999999999994 -0.081374999999999989 -0.012149999999999999 -0.085049999999999987 -0.026779999999999995
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 3 4 -2 8 -4 7 -3 10 -10 12 13 -1 15 17 -12 18 -9 -14 -18
right_child=1 6 5 -5 -6 -7 -8 14 9 -11 11 -13 16 -15 -16 -17 19 -19 -20 -21
leaf_value=0.0013003528063066693 0.0010601412650591922 0.00061927088448598402 0.00096656566779950868 0.00052839505079339778 0.001454179964819016 0.00039242416558080698 -1.198335921922404e-05 0.00034949876536094032 0.0010483063691696286 0.00068228361181033362 0.00077519739676613648 0.00073333873715660729 0.0013148897891570386 0.0012608613275670391 0.00044024336686899525 0.0010407323261113588 0.00089934020193136268 1.1569675604595128e-05 0.0011212008690820979 0.001066598879345731
leaf_weight=97 96 64 56 84 60 52 65 52 60 60 52 57 74 58 81 354 84 54 226 591
leaf_count=97 96 64 56 84 60 52 65 52 60 60 52 57 74 58 81 354 84 54 226 591
internal_value=0 0.00048309 0.00104863 0.000812189 0.00107043 0.000690453 0.000295517 0.000375289 0.00105696 0.000865589 0.00107136 0.00100531 0.00110343 0.00103864 0.000291598 0.00100681 0.0010838 0.000177679 0.00116909 0.00104584
internal_weight=0 496 1881 180 1773 108 316 251 1713 120 1593 521 1072 464 187 406 975 106 300 675
internal_count=2377 496 1881 180 1773 108 316 251 1713 120 1593 521 1072 464 187 406 975 106 300 675
is_linear=0
shrinkage=0.0032998


Tree=6459
num_leaves=18
num_cat=0
split_feature=1455 475 1447 2 13 2 4 1 52 39 2 43 1 15 15 15 2
split_gain=0.132891 0.12758 0.148844 0.136259 0.210975 0.192611 0.175371 0.245236 0.206768 0.205436 0.136588 0.214916 0.205133 0.150683 0.100463 0.0612008 0.0586106
threshold=-0.072959999999999983 -0.086169999999999983 -0.085539999999999991 -0.011974999999999998 -0.009329999999999998 0.084855000000000014 -0.17689999999999997 0.079415000000000013 -0.014149999999999998 0.085095000000000018 0.064660000000000009 -0.0037599999999999995 0.088950000000000015 0.090125000000000011 -0.077134999999999995 0.083815000000000014 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 -3 4 -4 10 8 14 -7 -9 12 15 -5 -14 -8 -12 -2
right_child=1 2 3 5 -6 6 7 9 -10 -11 11 -13 13 -15 -16 -17 -18
leaf_value=0.0095195977783879178 0.004423769199194392 -0.0046069965990651182 0.00405992719129376 -0.0033584361203435223 -0.010220217560011336 0.0018300096890362931 0.0056276319521343767 -0.0045261018743123198 0.014964583263118489 0.0041096337586932676 0.0011594449547980359 0.018128904750082976 0.0088404294101287612 0.0012216584461276036 0.001635602448385167 0.0087424229690610915 0.012201828353428461
leaf_weight=81 59 85 59 89 58 79 253 294 60 106 54 55 185 123 614 70 53
leaf_count=81 59 85 59 89 58 79 253 294 60 106 54 55 185 123 614 70 53
internal_value=0 0.00257456 0.00228933 0.00256946 -0.00300376 0.00289936 0.00183559 0.00121136 0.00751254 -0.00223314 0.00549289 0.00935901 0.0037452 0.0058037 0.00280259 0.00545465 0.0081205
internal_weight=0 2296 2184 2099 117 1982 1406 1267 139 400 576 179 397 308 867 124 112
internal_count=2377 2296 2184 2099 117 1982 1406 1267 139 400 576 179 397 308 867 124 112
is_linear=0
shrinkage=0.16829


Tree=6460
num_leaves=25
num_cat=0
split_feature=47 2 130 52 131 4 52 3 2 12 4 12 4 2 3 4 42 2 12 1429 12 3 2 4
split_gain=0.199042 0.189502 0.312278 0.232622 0.190364 0.170016 0.208164 0.226527 0.201172 0.194399 0.187704 0.143877 0.140752 0.131995 0.119481 0.113138 0.321444 0.145376 0.139255 0.166486 0.120005 0.119836 0.0958882 0.0655108
threshold=0.12171500000000002 0.09036000000000001 -0.0091299999999999975 0.11232500000000002 0.090855000000000005 -0.0073899999999999999 0.026115000000000003 -0.073444999999999983 0.10097500000000002 0.078515000000000015 0.27161500000000005 0.090840000000000018 -0.14994999999999997 0.092735000000000026 -0.097224999999999992 -0.0065299999999999993 0.090395000000000017 0.081460000000000019 0.054520000000000006 0.083725000000000008 0.083825000000000024 -0.080634999999999984 0.087830000000000005 0.054560000000000004
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 3 -3 15 5 9 7 -7 -8 12 -9 -5 -4 -11 -15 18 17 23 -1 20 -20 -22 -19 -17
right_child=-2 2 4 11 -6 6 8 10 -10 13 -12 -13 -14 14 -16 16 -18 22 19 -21 21 -23 -24 -25
leaf_value=-0.0047814084040892092 0.010374228955253239 -0.012584232683640523 0.0018450018158029291 -0.008115415146873247 0.008582203270848866 0.0013388739128557682 -0.0059848046680446559 -0.0047330066366751706 0.0072083098897587818 -0.0068028277595785884 -0.015640461287468852 0.0023542760842199012 0.014154013245459368 -0.0032486116204430292 0.0039429082671902198 0.016562307546738615 -0.0057138460243555981 0.00048207280379757391 0.010018159718915539 -0.0049138823858412501 0.0018147172018559924 0.0078536466814661792 0.0099663145198294403 0.0089011933338854609
leaf_weight=72 68 58 53 88 70 89 52 117 88 69 73 64 53 101 185 61 54 73 77 69 496 115 52 69
leaf_count=72 68 58 53 88 70 89 52 117 88 69 73 64 53 101 185 61 54 73 77 69 496 115 52 69
internal_value=0 0.00113148 -0.000595921 0.00248266 0.000134106 -0.00053586 -0.00299101 -0.00565002 0.00229518 0.00169172 -0.00893322 -0.0036953 0.00801646 -0.000191738 0.00139696 0.00330941 0.00606139 0.00856201 0.00228148 0.00295562 0.00374747 0.00295428 0.00444189 0.0125098
internal_weight=0 2298 1008 1290 950 880 419 279 140 461 190 152 106 355 286 1138 309 255 829 757 688 611 125 130
internal_count=2366 2298 1008 1290 950 880 419 279 140 461 190 152 106 355 286 1138 309 255 829 757 688 611 125 130
is_linear=0
shrinkage=0.16829


Tree=6461
num_leaves=20
num_cat=0
split_feature=1 12 1 124 12 14 47 49 0 0 1 1 0 1 12 49 1446 12 1
split_gain=17.9422 3.65364 1.87442 1.14043 1.06038 0.71453 0.680639 0.753312 0.601736 0.676413 0.559651 0.284478 0.481916 0.257308 0.212394 0.214715 0.165509 0.163382 0.0397634
threshold=0.10574000000000001 0.085090000000000013 0.12394500000000001 -0.080389999999999989 0.11769500000000001 0.054835000000000009 0.10019500000000002 -0.042269999999999995 -0.10566999999999999 -0.079249999999999987 0.087070000000000022 0.081540000000000015 0.040035000000000008 0.13075500000000004 0.091910000000000006 0.087610000000000007 0.088500000000000009 0.08401500000000002 0.11249000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 18 -1 5 8 7 -2 10 14 -5 12 -11 -9 16 -16 -10 -13 -3
right_child=1 2 -4 4 -6 -7 -8 13 9 11 -12 17 -14 -15 15 -17 -18 -19 -20
leaf_value=0.00081444435152383272 0.000482415919508763 0.0011961341715210725 0.00036908962519375225 0.0012056793858790655 0.00082276868374939801 0.0016097568653312365 0.00063424926240522486 0.00023046577219207434 0.0013132464486438596 0.0011525915996855888 0.00079954229589630776 0.001094691169484651 0.00080561383043701337 -1.8073940390149077e-05 0.0012788332459374213 0.0010140949317853649 0.0015071152739442892 0.0013144308012970648 0.0010634508657760436
leaf_weight=76 84 52 52 88 68 57 53 89 764 296 65 52 52 92 103 52 54 151 66
leaf_count=76 84 52 52 88 68 57 53 89 764 296 65 52 52 92 103 52 54 151 66
internal_value=0 0.000501449 0.000892058 0.00121178 0.00122851 0.0012444 0.000292522 0.000224044 0.00123197 0.00125188 0.00103337 0.00115893 0.00110085 0.000103942 0.00130448 0.00119025 0.00132609 0.00125832 0.00112222
internal_weight=0 488 170 1878 1802 1734 318 265 1677 1524 153 551 348 181 973 155 818 203 118
internal_count=2366 488 170 1878 1802 1734 318 265 1677 1524 153 551 348 181 973 155 818 203 118
is_linear=0
shrinkage=0.0032998


Tree=6462
num_leaves=22
num_cat=0
split_feature=1 12 12 13 1 2 2 0 12 0 34 1 0 1 0 51 13 475 40 1 160
split_gain=22.143 4.51913 4.014 2.31287 2.10668 1.41628 1.38412 0.750194 0.615504 0.593737 0.448428 0.422312 0.296656 0.295645 0.510495 0.294505 0.253349 0.258676 0.239936 0.223417 0.188349
threshold=0.10574000000000001 -1.0000000180025095e-35 -0.029844999999999997 -0.10899499999999999 0.092655000000000015 0.090485000000000024 0.12051500000000002 -0.14454499999999995 0.11769500000000001 -0.094514999999999988 -0.021334999999999996 0.11212500000000002 -0.098179999999999976 0.081925000000000012 -0.045754999999999997 -0.20826999999999998 0.034905000000000012 -0.085774999999999976 -0.063404999999999989 0.079415000000000013 0.058040000000000008
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=2 10 4 -3 -1 7 11 -4 9 19 -2 -5 -9 14 15 -11 17 -14 -12 -7 -19
right_child=1 3 5 6 -6 8 -8 12 -10 13 18 -13 16 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.0017426045924731624 0.00047990624333702094 0.00086152442219804097 0.0023469463664198627 0.0019138885525843427 0.00085785926107408476 0.0017801887440895389 0.0011404819596960722 0.0017588535528204464 0.0015097413358488431 0.0017006947421826426 0.00099993509387569734 0.0015645619936324191 0.0018043867631852741 0.002118526860244589 0.001579081047469677 0.0019687976382061611 0.0018486195229117546 0.0020339262027677159 0.00072157112412202142 0.0014878764881884159 0.0022357222162257156
leaf_weight=62 54 70 75 69 56 70 64 54 60 55 58 88 53 70 54 301 94 764 85 52 58
leaf_count=62 54 70 75 69 56 70 64 54 60 55 58 88 53 70 54 301 94 764 85 52 58
internal_value=0 0.00112396 0.00191313 0.00138537 0.00132302 0.00195267 0.00155114 0.00202566 0.00183156 0.00186358 0.000737641 0.00171831 0.00200207 0.00191629 0.00188168 0.00192748 0.00201558 0.00203348 0.00083472 0.00165589 0.00204821
internal_weight=0 488 1878 291 118 1760 221 1098 662 602 197 157 1023 480 410 356 969 875 143 122 822
internal_count=2366 488 1878 291 118 1760 221 1098 662 602 197 157 1023 480 410 356 969 875 143 122 822
is_linear=0
shrinkage=0.0032998


Tree=6463
num_leaves=12
num_cat=0
split_feature=0 3 4 157 4 16 3 0 3 0 2
split_gain=0.17101 0.684171 0.239786 0.176268 0.177482 0.163542 0.125353 0.185703 0.378615 0.176637 0.140281
threshold=0.10396000000000001 -0.1535 -0.21586499999999997 -0.14310999999999999 -0.14236999999999997 0.51763500000000018 -0.12077499999999998 -0.13972999999999997 0.083605000000000013 -0.081964999999999996 0.14492000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 9 8 -8 -6 -9
right_child=1 -3 3 4 5 -7 7 10 -10 -11 -12
leaf_value=0.012845894849736597 0.0087789265750863373 -0.015517071795257778 -0.0059387401475394863 -0.0053861815363999239 0.015969594373440813 -0.0049088828533667677 -0.0096818968323363168 0.004199913457761357 0.004780516562057734 0.0030656340180553105 0.012939422866893802
leaf_weight=80 71 61 55 59 60 57 83 1591 134 61 54
leaf_count=80 71 61 55 59 60 57 83 1591 134 61 54
internal_value=0 -0.00243516 0.0037906 0.00345345 0.00370041 0.00396409 0.00422005 0.00387733 -0.000742911 0.00947914 0.0044879
internal_weight=0 132 2234 2154 2099 2040 1983 1862 217 121 1645
internal_count=2366 132 2234 2154 2099 2040 1983 1862 217 121 1645
is_linear=0
shrinkage=0.16829


Tree=6464
num_leaves=24
num_cat=0
split_feature=1 1 52 52 0 15 39 1 150 0 401 1 0 0 52 1 0 0 49 52 43 43 50
split_gain=9.95054 2.4123 1.0073 0.79988 0.813188 0.746663 0.712359 0.790637 0.515987 0.369952 0.61341 0.358591 0.653883 0.356298 0.342429 0.33752 0.305606 0.23989 0.222206 0.172711 0.136158 0.204538 0.0556734
threshold=0.10548500000000001 0.13075500000000004 -0.24526499999999998 -0.012574999999999998 -0.14216999999999999 -0.26826999999999995 0.081875000000000017 0.092655000000000015 0.11156000000000001 -0.079249999999999987 0.080710000000000018 0.089625000000000024 -0.10147999999999999 -0.13010499999999997 0.11379500000000002 0.081755000000000008 -0.074754999999999988 -0.071719999999999992 0.098655000000000007 -0.11592499999999999 -0.082094999999999987 0.082870000000000013 0.098445000000000019
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 -2 -4 -5 -3 8 -8 9 11 15 13 -13 -1 18 20 -6 -17 -15 -19 -11 -22 -16
right_child=1 5 3 4 16 -7 7 -9 -10 10 -12 12 -14 14 22 17 -18 19 -20 -21 21 -23 -24
leaf_value=0.0013283841848383989 0.0011155575188064887 2.5183772411438568e-05 0.0003922551476623397 0.00043617938411931424 0.0011171574785771798 0.00045872973385208924 0.0010789237817965839 0.00050974929172990552 0.00075308112904018875 0.00086388432832339233 0.00067969014575914297 0.00067164127843109139 0.0011313009799775225 0.0011611123048744345 0.0010211694949503599 0.0010091603494649431 0.00075758681842107048 0.0011399147653061161 0.00094880004842032805 0.0014028403635272853 0.0010768779173539614 0.0008450989736583361 0.00086181886870165334
leaf_weight=103 54 96 103 54 52 79 54 53 53 78 54 53 95 734 54 69 53 63 60 52 193 55 52
leaf_count=103 54 96 103 54 52 79 54 53 53 78 54 53 95 734 54 69 53 63 60 52 193 55 52
internal_value=0 0.000532198 0.000704371 0.000619488 0.000766468 0.0002211 0.00106005 0.000797326 0.00107593 0.00108589 0.00101598 0.00112011 0.000966931 0.00114268 0.00112139 0.00105151 0.000935995 0.00116557 0.00114511 0.00125911 0.000987029 0.00102562 0.00094333
internal_weight=0 491 316 262 159 175 1875 107 1768 1715 564 1151 148 1003 900 510 105 184 794 115 326 248 106
internal_count=2366 491 316 262 159 175 1875 107 1768 1715 564 1151 148 1003 900 510 105 184 794 115 326 248 106
is_linear=0
shrinkage=0.0032998


Tree=6465
num_leaves=14
num_cat=0
split_feature=1 39 1452 13 10 1447 402 160 16 1 2 2 16
split_gain=0.395899 0.19015 0.158237 0.147391 0.308075 0.177454 0.160751 0.154411 0.136882 0.144145 0.0937051 0.0903496 0.0802991
threshold=0.14882500000000001 0.10076500000000001 0.087755000000000014 -0.085764999999999994 -1.0000000180025095e-35 -0.081699999999999981 -1.0000000180025095e-35 0.11224000000000002 -0.48186499999999993 0.082265000000000019 0.12901000000000004 0.087675000000000017 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 10 -8 11 -7 -10 -11
right_child=-2 -3 -4 4 5 7 8 -9 9 12 -12 -13 -14
leaf_value=0.0099046954058659986 -0.011045205825553711 -0.0043644443330471076 0.011124553175083231 -0.0081420733801158777 0.012549246669428605 0.0046291261206524298 0.0072541739437025987 -0.0032332612759303084 -0.0012349412943284889 -0.0017758175593815166 0.010648619881619754 0.0050939711376905769 -0.0096861784361166568
leaf_weight=56 52 78 87 52 84 1348 70 68 140 94 78 117 60
leaf_count=56 52 78 87 52 84 1348 70 68 140 94 78 117 60
internal_value=0 0.00379349 0.00407659 0.0037928 0.0045899 0.0050106 0.00136995 0.00458554 0.000372566 -0.000795113 0.00495964 0.00163932 -0.00486944
internal_weight=0 2332 2254 2167 1630 1578 537 1494 481 411 1426 257 154
internal_count=2384 2332 2254 2167 1630 1578 537 1494 481 411 1426 257 154
is_linear=0
shrinkage=0.16829


Tree=6466
num_leaves=26
num_cat=0
split_feature=1 12 12 1 1 12 4 11 4 12 4 2 12 2 15 1 0 15 1 4 4 4 40 1447 403
split_gain=49.3483 7.10938 4.59763 3.72431 2.73483 2.44108 1.72708 1.66491 1.23163 0.934339 0.822324 0.685216 0.509283 0.363933 0.250771 0.234036 0.275214 0.25869 0.208926 0.20628 0.166885 0.162892 0.132986 0.0633773 0.14947
threshold=0.104035 0.085090000000000013 0.054520000000000006 0.12475000000000001 0.092655000000000015 0.091545000000000015 0.51286500000000013 1.0000000180025095e-35 -0.013324999999999998 0.11769500000000001 0.055260000000000011 0.14234000000000005 -1.0000000180025095e-35 0.087675000000000017 -0.036064999999999993 0.080475000000000005 -0.060199999999999997 0.092555000000000012 0.089475000000000013 0.36766000000000004 0.053010000000000009 -0.013929999999999998 -0.07632499999999999 -0.085709999999999995 -0.15498499999999996
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=2 6 4 8 13 7 11 18 -3 10 15 12 22 -1 -15 16 21 -17 20 -14 23 -7 -2 -4 -25
right_child=1 3 5 -5 -6 9 -8 -9 -10 -11 -12 -13 19 14 -16 17 -18 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0064294324076179105 0.0051406937295411939 0.0064931132332665779 0.0066878682860374425 0.0050552524281610054 0.0055363360970874459 0.0064361837790890891 0.0045530419995824791 0.0071055852197939627 0.0058056379535531928 0.0059096023981873311 0.0059980845249215133 0.0047660444944221262 0.0054694853853732572 0.0062597883670836973 0.0059328789181455933 0.0066342632267770716 0.0060939230401513902 0.0063366207882933241 0.0063207940631633793 0.0051692160768605716 0.006350783482508518 0.0062371916734974813 0.0048787294241198209 0.0063577723033565016 0.0065525804618745192
leaf_weight=67 53 54 54 52 97 178 83 57 64 68 74 56 66 64 55 81 53 68 66 52 64 82 52 60 664
leaf_count=67 53 54 54 52 97 178 83 57 64 68 74 56 66 64 55 81 53 68 66 52 64 82 52 60 664
internal_value=0 0.00523699 0.0063777 0.0057949 0.00598882 0.00644782 0.0049749 0.00655165 0.00612054 0.00628188 0.00632905 0.00510027 0.00518404 0.00622461 0.00610899 0.00638198 0.00632632 0.00649866 0.00651684 0.00533746 0.00653216 0.00637356 0.00501129 0.00654704 0.00653648
internal_weight=0 532 1852 170 283 1569 362 965 118 604 536 279 223 186 119 462 313 149 908 118 842 260 105 778 724
internal_count=2384 532 1852 170 283 1569 362 965 118 604 536 279 223 186 119 462 313 149 908 118 842 260 105 778 724
is_linear=0
shrinkage=0.0032998


Tree=6467
num_leaves=12
num_cat=0
split_feature=40 1 4 0 16 150 11 4 16 1452 15
split_gain=0.346168 0.331731 0.152813 0.328102 0.199899 0.150025 0.311602 0.175726 0.096743 0.0962835 0.0762175
threshold=0.051255000000000002 0.14262000000000002 -0.37626499999999991 -0.023359999999999995 0.25032500000000008 0.089910000000000018 0.075910000000000019 -0.0090299999999999981 -0.42372999999999994 0.087755000000000014 0.084495000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 9 -7 -9 10 -4
right_child=-2 -3 3 -5 -6 7 -8 8 -10 -11 -12
leaf_value=0.020381632788129756 -0.0055071205086201684 -0.0029197777499234095 0.0074305381944186812 -0.0016066559513096428 0.0083390156592354388 0.011273569745187308 0.01949263752250981 0.0063371798207149362 -0.0029827696780376262 0.014678759574218192 0.0097654332766920031
leaf_weight=70 53 73 970 92 90 67 79 52 80 73 685
leaf_count=70 53 73 970 92 90 67 79 52 80 73 685
internal_value=0 0.00822742 0.0085886 0.00820411 0.0136189 0.00865495 0.00913879 0.00425247 0.000675115 0.0086644 0.00839803
internal_weight=0 2331 2258 2098 160 2006 1807 199 132 1728 1655
internal_count=2384 2331 2258 2098 160 2006 1807 199 132 1728 1655
is_linear=0
shrinkage=0.16829


Tree=6468
num_leaves=18
num_cat=0
split_feature=1 3 123 14 3 3 0 0 0 16 1 0 1 160 43 51 0
split_gain=18.217 3.51503 1.64202 1.34233 0.986493 1.4954 0.70709 0.710656 0.514123 0.456501 0.425625 0.362112 0.57499 0.237952 0.226657 0.177183 0.0693353
threshold=0.104035 -0.049204999999999992 1.0000000180025095e-35 0.054835000000000009 0.085315000000000016 0.149315 -0.22984499999999997 0.12500000000000003 -0.11169999999999998 0.062365000000000011 0.13301500000000002 -0.079249999999999987 0.092900000000000024 -0.060309999999999996 -0.14839499999999997 -0.013119999999999998 -0.079604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 6 10 -6 -1 11 -7 -2 16 12 14 -13 -8 -15 -3
right_child=1 4 -4 -5 5 8 7 -9 -10 -11 -12 13 -14 15 -16 -17 -18
leaf_value=0.0011891049940874643 0.0010927443293612172 0.00051941763823187966 0.0010706863302964388 0.0020633967022575875 0.001194643890071183 0.00080019615211497825 0.0018418534107594452 0.0011930888690897434 0.0003643952734196251 0.0014328958392582081 0.0002459244456987082 0.0013646559582420907 0.0012798989065689757 0.0016642563300134786 0.0016264846300168211 0.0015059399605489505 0.0006937573613655405
leaf_weight=54 95 52 72 61 77 66 59 52 54 81 54 98 52 112 995 297 53
leaf_count=54 95 52 72 61 77 66 59 52 54 81 54 98 52 112 995 297 53
internal_value=0 0.000867779 0.00156074 0.00158055 0.000678969 0.000835271 0.00156339 0.00157551 0.000604379 0.00124949 0.00048509 0.00158782 0.00162174 0.00151374 0.00163857 0.00154938 0.000607753
internal_weight=0 532 1852 1780 356 197 1719 1665 120 176 159 1613 1106 507 1054 409 105
internal_count=2384 532 1852 1780 356 197 1719 1665 120 176 159 1613 1106 507 1054 409 105
is_linear=0
shrinkage=0.0032998


Tree=6469
num_leaves=15
num_cat=0
split_feature=3 43 12 39 41 11 3 3 11 40 1453 1375 12 40
split_gain=0.323566 0.180396 0.4543 0.221135 0.251664 0.237694 0.211553 0.113906 0.0943596 0.0897764 0.0846419 0.0650584 0.0228795 0.0153833
threshold=0.20828500000000003 -0.23919999999999997 0.092655000000000015 0.081875000000000017 0.07882500000000002 1.0000000180025095e-35 -0.10919499999999999 -0.0026499999999999996 0.087575000000000014 -0.08440499999999998 -0.076894999999999977 -0.093609999999999985 -0.041134999999999991 -0.07632499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 9 -7 -5 -8 -12 -2 -11
right_child=12 3 -4 7 -6 8 10 -9 -10 13 11 -13 -14 -15
leaf_value=0.025702220015552779 0.0013476256484767195 -0.0018670625695506957 0.0048786495282599771 -0.00027980565137708849 -0.001657910632763893 0.021521053315285376 0.01442942639401798 -0.0033374700277603751 0.011541068573781663 0.01000934699231157 0.0026040089975984363 0.0084888604624408209 -0.0033872984678223238 0.0058228437079932555
leaf_weight=55 56 57 65 57 69 52 67 63 58 54 56 1564 59 52
leaf_count=55 56 57 65 57 69 52 67 63 58 54 56 1564 59 52
internal_value=0 0.00807044 0.0144378 0.00771406 0.00829975 0.00867132 0.00819068 0.00272251 0.0162752 0.00507573 0.00853158 0.00828654 -0.00106597 0.00797254
internal_weight=0 2269 120 2149 1923 1854 1744 226 110 163 1687 1620 115 106
internal_count=2384 2269 120 2149 1923 1854 1744 226 110 163 1687 1620 115 106
is_linear=0
shrinkage=0.16829


Tree=6470
num_leaves=20
num_cat=0
split_feature=4 3 40 14 0 15 0 4 4 376 3 0 0 11 49 0 0 42 15
split_gain=10.0719 3.9845 2.16154 1.68018 0.579328 0.54525 0.605914 0.49394 0.492141 0.366793 0.357366 0.355697 0.52622 0.284235 0.239075 0.234588 0.184242 0.157948 0.138452
threshold=0.30163500000000004 0.11372500000000001 -0.026419999999999996 0.076175000000000007 -0.07081999999999998 -0.42759999999999992 -0.10803999999999998 -0.44205499999999992 0.59999500000000017 0.080200000000000007 0.30112000000000005 -0.10075499999999998 -0.14857499999999998 0.079300000000000009 0.10470500000000001 -0.026509999999999995 -0.11327499999999999 0.088200000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 11 8 -7 13 -2 -1 -3 12 -4 -6 17 18 -14 -13 -9
right_child=5 10 3 -5 7 6 -8 15 -10 -11 -12 14 16 -15 -16 -17 -18 -19 -20
leaf_value=0.0010260541454618084 0.00086224480057014682 0.00078463245751375296 0.0013940695008369838 0.0017904870376731835 0.001472117256176455 0.00060799106374197166 0.00015631650309698734 0.0010547629418915991 0.00045762171551852763 0.00070335458615198101 0.00040296500526216394 0.0013492652896574166 0.00088457183942915261 0.0011514550091925896 0.0011332799891102629 0.00088825018695037753 0.001151117165436785 0.0012615238159355299 0.0012177938674889888
leaf_weight=81 72 54 64 67 68 63 67 142 61 75 54 793 58 57 80 59 59 335 103
leaf_count=81 72 54 64 67 68 63 67 142 61 75 54 793 58 57 80 59 59 335 103
internal_value=0 0.00121243 0.00124513 0.00127607 0.00125709 0.000528057 0.000375476 0.00115033 0.000676931 0.000871136 0.000594125 0.00129003 0.001152 0.00132618 0.00131069 0.00107792 0.00101928 0.00132324 0.00112345
internal_weight=0 2149 2041 1885 1818 263 130 429 133 156 108 1389 181 125 1208 304 117 1128 245
internal_count=2412 2149 2041 1885 1818 263 130 429 133 156 108 1389 181 125 1208 304 117 1128 245
is_linear=0
shrinkage=0.0032998


Tree=6471
num_leaves=25
num_cat=0
split_feature=1 1 2 150 1 15 0 40 11 0 0 0 15 0 42 49 156 15 1 0 131 15 2 42
split_gain=23.3225 3.83017 1.99094 1.40697 1.26031 1.20813 0.59806 0.556504 0.670248 0.661999 0.483686 0.349217 0.327891 0.309536 0.265248 0.232315 0.284147 0.231815 0.198109 0.141256 0.0767184 0.0567402 0.0683328 0.0327328
threshold=0.10471500000000002 0.13210500000000003 0.094835000000000017 0.083205000000000015 0.090540000000000023 -0.092729999999999993 -0.14989499999999997 -0.03549999999999999 1.0000000180025095e-35 -0.030209999999999997 -0.10566999999999999 -0.073399999999999979 -0.26826999999999995 -0.076859999999999984 -0.065449999999999994 0.095135000000000011 0.085835000000000009 0.088685000000000014 0.11091000000000002 -0.11796999999999999 0.082750000000000004 -0.040804999999999994 0.10272000000000002 0.090445000000000011
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 5 6 19 -1 -4 9 14 -8 20 -3 15 -9 16 -12 -15 -7 -2 -6 22 -16 -23
right_child=1 12 7 -5 11 18 10 8 -10 -11 13 -13 -14 17 21 -17 -18 -19 -20 -21 -22 23 -24 -25
leaf_value=0.0025010872554075045 0.0012887545781130846 0.00079427048627248899 0.0016173227461802136 0.001179538199215861 0.0019540345553458339 0.0017130416483692411 0.0018832111692800983 0.0018260578203028112 0.0023175650083340957 0.0016404894544734703 0.0022302872794078949 0.0017061306827607264 0.0010796705252074902 0.001905714573257214 0.002099965010781496 0.0020363034077868084 0.0024448482931795309 0.0022140350758233086 0.0019823746094032929 0.0015193668765678097 0.0021100889905516819 0.0021733349209740343 0.0019383116035491367 0.0020378381812910049
leaf_weight=78 55 94 55 95 96 53 52 87 55 74 750 53 85 61 52 63 78 52 78 70 69 54 97 56
leaf_count=78 55 94 55 95 96 53 52 87 55 74 750 53 85 61 52 63 78 52 78 70 69 54 97 56
internal_value=0 0.00132331 0.00210716 0.00152379 0.00217457 0.0016514 0.00221896 0.00193514 0.00197186 0.00192651 0.00219809 0.00194348 0.000929992 0.00221436 0.00198758 0.00223543 0.00225054 0.00204791 0.00187368 0.00141818 0.00201951 0.0020417 0.00199496 0.00210468
internal_weight=0 530 1882 351 1352 256 1134 530 475 420 1056 218 179 1004 346 891 828 113 131 125 165 259 149 110
internal_count=2412 530 1882 351 1352 256 1134 530 475 420 1056 218 179 1004 346 891 828 113 131 125 165 259 149 110
is_linear=0
shrinkage=0.0032998


Tree=6472
num_leaves=25
num_cat=0
split_feature=1 3 14 2 2 2 0 4 3 2 3 40 2 13 4 4 4 52 52 13 52 3 13 3
split_gain=12.0336 2.69896 1.71915 1.37895 0.845162 1.30359 0.672274 0.597418 0.426709 0.345556 0.462503 0.317035 0.388632 0.311964 0.267056 0.193121 0.185527 0.254958 0.243754 0.231782 0.180075 0.175033 0.174917 0.0941796
threshold=0.10471500000000002 -0.058704999999999993 0.054835000000000009 0.093255000000000018 -1.0000000180025095e-35 0.14823500000000003 -0.070064999999999975 0.22738500000000003 0.0037100000000000002 0.10859000000000001 0.10703500000000001 -0.03549999999999999 0.11585500000000001 -0.032264999999999995 0.0051600000000000005 -0.0065299999999999993 -0.013125 0.026115000000000003 0.10096500000000001 -0.049744999999999991 0.0052050000000000004 -0.090164999999999981 -0.013944999999999997 -0.080914999999999987
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 7 3 6 -3 9 8 -2 14 -6 -11 -5 16 -14 15 21 18 19 23 -18 -17 -1 -8 -13
right_child=1 4 -4 11 5 -7 22 -9 -10 10 -12 12 13 -15 -16 20 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.001475059484581855 0.0012388115638405912 0.00026091460434030935 0.0018070605426606374 0.00091683619879437048 0.0010331574853515893 0.0002985365423868027 0.0012338840446297146 0.00085833374831261995 0.0010802183909458544 0.00048402331531094113 0.000872193364228037 0.0014718339086307157 0.0011801913840956278 0.00082014063820647347 0.001221491224581706 0.0016040465552217061 0.0012057961665532162 0.0013010702747132538 0.0011602641151231892 0.00090370059351996376 0.0013584254598999993 0.0013587571475298364 0.00095779580576267653 0.0012870134679623011
leaf_weight=193 102 74 73 56 53 78 52 82 52 56 85 70 54 53 97 97 55 75 92 59 53 637 52 62
leaf_count=193 102 74 73 56 53 78 52 82 52 56 85 70 54 53 97 97 55 75 92 59 53 637 52 62
internal_value=0 0.000746314 0.00130939 0.00128928 0.000574374 0.000659524 0.00135172 0.00106944 0.00137523 0.000804482 0.000718276 0.00115557 0.00118121 0.00100218 0.00138944 0.00140603 0.00122751 0.00114967 0.00129303 0.00104976 0.0015175 0.00138584 0.00109618 0.00138529
internal_weight=0 530 1882 1809 346 272 1233 184 1129 194 141 576 520 107 1077 980 413 189 224 114 150 830 104 132
internal_count=2412 530 1882 1809 346 272 1233 184 1129 194 141 576 520 107 1077 980 413 189 224 114 150 830 104 132
is_linear=0
shrinkage=0.0032998


Tree=6473
num_leaves=13
num_cat=0
split_feature=41 402 402 393 1 0 11 3 482 1453 0 0
split_gain=0.348534 0.232496 0.243946 0.20173 0.205341 0.306391 0.193488 0.261087 0.152765 0.132558 0.130757 0.102643
threshold=0.088820000000000024 0.13597000000000001 0.10686000000000002 0.10317000000000003 0.080270000000000022 -0.12608499999999997 0.083010000000000014 -0.11197999999999998 0.093960000000000016 -0.07303999999999998 0.040035000000000008 0.024745000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -9 -7 -11 -8
right_child=-2 -3 -4 -5 6 9 11 8 -10 10 -12 -13
leaf_value=0.023155150396346792 0.022635249567241736 0.020985172388313114 0.00070512823332249529 0.019917336171899322 -0.0024499935989779659 0.0024791818772661942 0.019982306529862139 0.0073538400349311937 0.016559595319094626 0.011456565239438781 0.0029764148018262986 0.0095106943742705227
leaf_weight=58 62 52 85 56 74 55 53 783 55 969 55 55
leaf_count=58 62 52 85 56 74 55 53 783 55 969 55 55
internal_value=0 0.00982845 0.00957521 0.00991509 0.00965458 0.0112136 0.00791498 0.00711353 0.00796018 0.01057 0.0110028 0.0146662
internal_weight=0 2350 2298 2213 2157 1137 1020 912 838 1079 1024 108
internal_count=2412 2350 2298 2213 2157 1137 1020 912 838 1079 1024 108
is_linear=0
shrinkage=0.16829


Tree=6474
num_leaves=16
num_cat=0
split_feature=4 3 123 14 12 3 15 132 3 14 12 15 12 52 12
split_gain=9.70685 3.39797 2.45925 1.60924 1.00019 0.483135 0.439642 0.433187 0.426086 0.402133 0.626808 0.362124 0.318076 0.246036 0.0535033
threshold=0.30163500000000004 0.11372500000000001 0.080635000000000012 0.076175000000000007 0.11589000000000001 0.30112000000000005 0.076335000000000014 0.082150000000000015 -0.011259999999999997 -0.42214499999999994 -0.042789999999999988 -0.14820999999999998 0.083785000000000012 0.11232500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -3 7 11 -4 -2 -11 -1 -8 -14 -12
right_child=9 5 8 -5 -6 -7 12 -9 -10 10 14 -13 13 -15 -16
leaf_value=0.0016070688325796523 0.00087149542212253367 0.00095784221978766895 0.00069085093544483164 0.0018699008504004249 0.0010110200312864715 0.00051426344997251763 0.0016754743462794686 0.0011076188116388652 0.0010914913896339965 0.00034776796916579695 0.00078899834918491661 0.0013250148244620503 0.0014346376693545222 0.0012678673794532475 0.0006414075968774963
leaf_weight=54 61 54 64 67 92 54 53 97 54 85 63 844 596 120 54
leaf_count=54 61 54 64 67 92 54 53 97 54 85 63 844 596 120 54
internal_value=0 0.00130752 0.00133772 0.00136613 0.00134792 0.000736379 0.00136547 0.0013192 0.000874493 0.000635628 0.000564226 0.00134201 0.0014253 0.00140674 0.000721181
internal_weight=0 2149 2041 1923 1856 108 1764 995 118 263 202 898 769 716 117
internal_count=2412 2149 2041 1923 1856 108 1764 995 118 263 202 898 769 716 117
is_linear=0
shrinkage=0.0032998


Tree=6475
num_leaves=20
num_cat=0
split_feature=4 123 3 160 3 2 3 2 0 4 51 3 3 3 4 13 3 0 43
split_gain=17.7481 3.71595 2.96881 0.776019 0.854503 0.739669 0.796123 0.640173 0.430222 0.388488 0.352235 0.34905 0.245277 0.300272 0.176164 0.288567 0.170551 0.138058 0.038433
threshold=0.30163500000000004 0.080635000000000012 0.11372500000000001 -0.077609999999999985 -0.010299999999999998 0.094835000000000017 -0.13088999999999998 0.10161500000000002 -0.10147999999999999 0.032965000000000001 -0.010009999999999998 -0.084854999999999986 0.0012800000000000001 -0.049204999999999992 -0.042544999999999993 -0.078734999999999986 -0.10237999999999998 -0.086224999999999982 -0.0079299999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 9 -7 -3 -6 10 14 -8 13 -13 -1 -16 -12 -18 -11
right_child=3 7 -4 4 8 6 11 -9 -10 18 16 12 -14 -15 15 -17 17 -19 -20
leaf_value=0.0019678659762531201 0.00094587342794586631 0.0012081325363958566 0.0009986750088107363 0.00078926349901110057 0.00053573688160405287 0.0017836575515282999 0.0012057734139073479 0.00072497811113925192 0.00012133441759549092 0.0014464424466821336 0.0017882060689221057 0.0014988456164427009 0.0016989235332334394 0.0012223904059329804 0.0018229077626808309 0.0015300212149731386 0.0016905040113083343 0.0016030437202344346 0.0015685130251646277
leaf_weight=52 66 70 88 80 58 95 58 53 52 87 94 241 52 54 142 52 339 563 59
leaf_count=52 66 70 88 80 58 95 58 53 52 87 94 241 52 54 142 52 339 563 59
internal_value=0 0.00155749 0.00159216 0.00063694 0.00052944 0.0016198 0.0015102 0.00100023 0.000340158 0.00165926 0.00167843 0.00144596 0.00148601 0.00144836 0.00179192 0.00174458 0.00165036 0.00163595 0.00149601
internal_weight=0 2099 1976 256 190 1888 500 123 110 1388 1242 405 347 295 246 194 996 902 146
internal_count=2355 2099 1976 256 190 1888 500 123 110 1388 1242 405 347 295 246 194 996 902 146
is_linear=0
shrinkage=0.0032998


Tree=6476
num_leaves=27
num_cat=0
split_feature=4 12 13 43 12 4 16 4 15 13 4 49 123 42 16 475 15 2 2 130 16 15 403 15 43 16
split_gain=12.2647 3.36634 1.37845 1.26401 0.704405 0.504021 0.485263 0.405851 0.498033 0.381279 0.309588 0.301059 0.279701 0.231911 0.229543 0.247799 0.325615 0.226693 0.157411 0.156879 0.148488 0.191162 0.144652 0.140021 0.108573 0.0334168
threshold=0.30163500000000004 0.077755000000000005 -0.14819499999999997 -0.031974999999999996 0.092495000000000008 -0.090609999999999982 -0.4714549999999999 -0.14538499999999996 -0.097269999999999981 -0.052454999999999995 0.043850000000000007 0.0093850000000000027 0.080635000000000012 -0.079234999999999986 -0.082909999999999984 -0.06562999999999998 0.091735000000000025 0.08826500000000001 0.11018500000000002 0.0047950000000000015 -0.0036549999999999998 0.086555000000000007 -0.10138499999999999 -0.18708499999999997 -0.082219999999999988 -0.089499999999999982
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 2 -1 12 5 -3 23 -5 -9 -8 13 17 -4 -6 -15 -16 -17 19 -12 22 21 -19 -7 -2 -13 -26
right_child=6 4 3 7 10 11 9 8 -10 -11 18 24 -14 14 15 16 -18 20 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.00044671627478369406 0.00067575718647379325 0.0015745207070646755 0.00097901226344118187 0.0013858384990504907 0.0013780237465641448 0.0011975924067333804 0.00012368713084734995 0.0013174621070112585 0.00092377178327494218 0.0005037186042319659 0.00094293230268820225 0.0015523926892673089 0.00067710385852716795 0.0013737001332688129 0.0013685932135378447 0.00099754494008497661 0.0012201353283139086 0.00097855509328482115 0.0011862549022588925 0.001161224525304444 0.0013317707186664644 0.0012379999962226008 0.001359016621860944 0.00046189032644806396 0.0014427618568751124 0.0013196655382356984
leaf_weight=52 78 89 53 72 98 75 65 59 89 52 72 61 95 69 55 129 169 60 52 67 52 69 439 61 55 68
leaf_count=52 78 89 53 72 98 75 65 59 89 52 72 61 95 69 55 129 169 60 52 67 52 69 439 61 55 68
internal_value=0 0.00121536 0.00095082 0.00102196 0.00128152 0.00133512 0.00045009 0.00118089 0.00108095 0.000292891 0.00119531 0.00131256 0.000785458 0.00123102 0.0011968 0.00116212 0.0011239 0.00128319 0.00104525 0.00131549 0.00117933 0.0011176 0.00133553 0.000582155 0.001434 0.001375
internal_weight=0 2099 420 368 1679 1035 256 220 148 117 644 946 148 520 422 353 298 762 124 581 181 129 514 139 184 123
internal_count=2355 2099 420 368 1679 1035 256 220 148 117 644 946 148 520 422 353 298 762 124 581 181 129 514 139 184 123
is_linear=0
shrinkage=0.0032998


Tree=6477
num_leaves=28
num_cat=0
split_feature=3 3 43 16 3 16 0 43 52 39 13 52 52 16 13 13 0 16 13 49 0 394 49 13 13 3 3
split_gain=10.4096 3.48139 2.0836 1.19327 0.946305 0.821976 0.494283 0.519336 0.486497 0.483915 0.414278 0.31917 0.735616 0.279196 0.221492 0.238545 0.219648 0.207862 0.190047 0.176694 0.256024 0.149329 0.123169 0.0955614 0.0722633 0.0845202 0.0695313
threshold=-0.050489999999999993 0.25468500000000005 -0.033174999999999989 -0.39442499999999997 0.11745500000000002 0.0031900000000000006 -0.075914999999999996 -0.082354999999999984 0.0085900000000000021 0.089130000000000015 -0.033649999999999992 -0.23742499999999997 -0.034054999999999995 0.0060650000000000009 0.031740000000000011 -0.047309999999999998 -0.10075499999999998 -0.0092499999999999978 -0.083354999999999985 -0.016709999999999999 -0.079249999999999987 -0.0088999999999999982 -0.00078499999999999989 -0.068549999999999986 -0.0044799999999999987 -0.10919499999999999 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 8 10 9 7 18 -1 -2 -4 26 -13 16 15 23 -9 21 22 -12 -21 -18 -5 -14 -20 -26 -8
right_child=1 -3 4 6 -6 -7 11 13 -10 -11 19 12 14 -15 -16 -17 17 -19 24 20 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0010595819805507326 0.00097184550237291068 0.00050377871299458316 0.0011898254684130228 0.0017431734076885697 0.0010201289922377634 0.0012562315047926914 0.0016966593004342149 0.001387993584043017 0.0014636235555636778 0.00060493547197890704 0.0013660018292700638 0.0011546858844928467 0.0015929990689897322 0.0013859726800469279 0.0013290368715650541 0.0017603084555663675 0.0017289312077730802 0.001786635805570417 0.0015841302643339302 0.0017201794026159038 0.0014128691718169962 0.0015697888670281989 0.0019466699949308346 0.0014145302765641416 0.001822879644067827 0.001637641098473807 0.0015320673108904605
leaf_weight=67 85 101 53 94 74 60 82 53 65 74 56 77 71 79 52 57 80 71 87 75 52 483 57 73 53 71 53
leaf_count=67 85 101 53 94 74 60 82 53 65 74 56 77 71 79 52 57 80 71 87 75 52 483 57 73 53 71 53
internal_value=0 0.00106578 0.00117301 0.0015616 0.00134732 0.000926103 0.00158667 0.00162435 0.00125881 0.000801304 0.00144977 0.00149518 0.00143898 0.00157516 0.00152536 0.00157598 0.00159686 0.00161427 0.00172835 0.00152486 0.00159463 0.00159246 0.00182022 0.00150277 0.00166244 0.0017171 0.0016323
internal_weight=0 630 529 1725 310 219 1593 1128 132 159 236 465 330 766 253 201 687 634 362 183 127 563 151 144 211 124 135
internal_count=2355 630 529 1725 310 219 1593 1128 132 159 236 465 330 766 253 201 687 634 362 183 127 563 151 144 211 124 135
is_linear=0
shrinkage=0.0032998


Tree=6478
num_leaves=16
num_cat=0
split_feature=157 15 160 12 13 34 43 12 43 13 1213 12 43 1429 13
split_gain=0.226103 0.26147 0.288924 0.212178 0.205721 0.19423 0.144812 0.145492 0.175527 0.172634 0.120332 0.12096 0.10771 0.101951 0.0843032
threshold=-0.072409999999999988 -0.2987999999999999 -0.074049999999999991 0.083825000000000024 -0.16392499999999996 -0.0011599999999999998 -0.097279999999999991 0.085635000000000003 -0.15924499999999997 0.23342000000000004 0.088165000000000007 -1.0000000180025095e-35 -0.081974999999999978 1.0000000180025095e-35 -0.0082249999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 14 -3 -6 7 -7 9 -9 11 -8 -5 -13 -1
right_child=1 4 -4 12 5 6 10 8 -10 -11 -12 13 -14 -15 -16
leaf_value=0.00518304517998184 0.014802972541116644 0.0042842501522521058 -0.00062087053951586139 0.023306462340906556 0.022063374790697671 0.021916198937875345 0.0060076682140772948 0.0018595190578401235 0.019064500435759604 0.015422139012535169 0.0056011493009983692 0.011791075796628343 0.015465288508980414 0.018537938103554572 0.014792350213081297
leaf_weight=52 52 97 101 102 56 75 99 54 80 53 99 1213 101 68 53
leaf_count=52 52 97 101 102 56 75 99 54 80 53 99 1213 101 68 53
internal_value=0 0.0113207 0.00460948 0.0162278 0.0118619 0.0122699 0.0119539 0.0156185 0.0130831 0.00859424 0.0113035 0.0117112 0.019414 0.0121506 0.0100506
internal_weight=0 2047 153 308 1894 1797 1741 262 187 107 1479 1380 203 1281 105
internal_count=2355 2047 153 308 1894 1797 1741 262 187 107 1479 1380 203 1281 105
is_linear=0
shrinkage=0.16829


Tree=6479
num_leaves=17
num_cat=0
split_feature=4 16 49 15 15 2 16 16 133 3 4 49 3 3 48 43
split_gain=0.27468 0.331995 0.280163 0.247499 0.204813 0.189227 0.173627 0.224203 0.241022 0.146309 0.14386 0.136228 0.145184 0.183614 0.145266 0.109804
threshold=0.26900000000000007 -0.41574999999999995 -0.15378499999999998 -0.14798499999999998 -0.26424499999999995 0.094835000000000017 0.51303500000000013 -0.13895999999999997 0.078935000000000019 -0.091164999999999982 -0.013125 0.083250000000000005 0.08734500000000002 -0.0072299999999999994 0.081275000000000014 -0.082219999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 11 7 -7 9 -9 -10 12 13 14 -5 -13
right_child=1 -3 3 5 -6 6 -8 8 10 -11 -12 15 -14 -15 -16 -17
leaf_value=0.02261600843110537 0.014353284168343817 -0.003470931737043785 0.019560238107088731 0.01091471239246777 0.0034149451217356246 0.016035732230910423 0.014131868613147537 -0.006117306652855703 0.015098498849521465 0.0037432226510665792 0.0043745020026715797 0.021808502854340436 0.0019957132333267452 0.020070197473360533 0.0039624625264145195 0.012378915215152803
leaf_weight=54 98 89 79 995 97 57 91 52 81 234 64 55 56 58 94 101
leaf_count=54 98 89 79 995 97 57 91 52 81 234 64 55 56 58 94 101
internal_value=0 0.00503154 0.0106254 0.0103035 0.00892138 0.00992526 0.0073682 0.00610326 0.00478552 0.00194412 0.0103775 0.0110134 0.0104022 0.0108111 0.0103163 0.015715
internal_weight=0 284 2071 2017 195 1938 579 488 431 286 145 1359 1203 1147 1089 156
internal_count=2355 284 2071 2017 195 1938 579 488 431 286 145 1359 1203 1147 1089 156
is_linear=0
shrinkage=0.16829


Tree=6480
num_leaves=18
num_cat=0
split_feature=2 130 9 4 484 2 1186 456 50 2 16 16 2 483 1211 1210 4
split_gain=0.42407 0.472713 0.33484 0.447482 0.262361 0.212981 0.136781 0.145364 0.131197 0.187765 0.130258 0.266301 0.219823 0.12101 0.135714 0.103036 0.0655669
threshold=0.098365000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10429499999999998 0.081830000000000014 0.086615000000000011 0.021560000000000003 0.088285000000000016 1.0000000180025095e-35 0.15020000000000003 0.62720500000000012 -0.0101 0.11728500000000001 -0.094369999999999996 0.087635000000000005 -0.047399999999999991 0.40473500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 8 -4 7 13 9 10 11 16 -13 -5 15 -15 -3
right_child=1 4 3 6 -6 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18
leaf_value=-0.0026101134786584469 -0.010206778658278933 0.0088988412744392884 0.027896847088083012 0.01554880490381085 0.015268195000786118 0.013761152263348781 0.017487970374668673 0.016498892514621544 0.010767629020250746 -0.005887591175660371 0.012093241368829066 -0.0069121217959646659 0.0057529315749577778 0.011986307860386366 0.01417841044827824 0.0070067433421522511 0.0029384723919153965
leaf_weight=62 56 175 52 65 75 74 54 67 87 52 60 94 66 134 96 1046 76
leaf_count=62 56 175 52 65 75 74 54 67 87 52 60 94 66 134 96 1046 76
internal_value=0 0.00464767 0.00949982 0.00997376 0.00586468 0.0196092 0.00914212 0.00882076 0.00470556 0.00369371 0.00475534 0.00367974 -0.00167656 0.0084358 0.00807205 0.00757374 0.00710127
internal_weight=0 741 1650 1588 685 126 1462 1408 610 523 471 411 160 1341 1276 1180 251
internal_count=2391 741 1650 1588 685 126 1462 1408 610 523 471 411 160 1341 1276 1180 251
is_linear=0
shrinkage=0.16829


Tree=6481
num_leaves=16
num_cat=0
split_feature=10 14 0 1 1210 52 0 1 40 484 51 1 1 403 0
split_gain=0.262994 0.212818 0.200553 0.169813 0.118424 0.162745 0.112047 0.29294 0.149186 0.135313 0.127807 0.127103 0.0913007 0.0816263 0.0581943
threshold=-1.0000000180025095e-35 -0.23960999999999996 -0.068669999999999995 0.11869500000000001 -0.080859999999999974 0.084755000000000011 -0.12324999999999998 0.083065000000000014 -0.065969999999999987 0.023665000000000002 0.086090000000000014 0.10423500000000001 0.13539000000000004 0.093800000000000008 -0.069734999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 -6 -8 13 11 -9 -5 -10 -11
right_child=1 3 -4 12 6 -7 8 10 9 14 -12 -13 -14 -15 -16
leaf_value=0.0056242329696823655 0.015336274697225974 0.019406129935453088 -0.0081387741558397887 -0.0020834247782141281 0.012951363141187737 0.0062674637234334417 0.016281409170798379 -0.0075516881148501424 0.0059967085233410666 0.0094054791867816488 0.0073464554829856133 0.0024214629239467361 0.0056670103359785871 0.010282704642811212 0.015880447196970311
leaf_weight=62 85 52 58 89 71 56 52 68 1212 178 54 77 83 142 52
leaf_count=62 85 52 58 89 71 56 52 68 1212 178 54 77 83 142 52
internal_value=0 0.007058 -0.00101292 0.00673529 0.00716902 0.0126101 0.00685977 0.00367033 0.00738504 0.00709186 0.000349982 -0.00224321 0.00164617 0.00644753 0.0108772
internal_weight=0 2271 120 2186 2014 108 1906 270 1636 1584 199 145 172 1354 230
internal_count=2391 2271 120 2186 2014 108 1906 270 1636 1584 199 145 172 1354 230
is_linear=0
shrinkage=0.16829


Tree=6482
num_leaves=22
num_cat=0
split_feature=2 14 106 1 16 16 12 4 12 12 12 2 151 16 1 3 3 12 4 4 12
split_gain=0.278532 0.215441 0.175116 0.169392 0.439391 0.187916 0.221496 0.149586 0.207341 0.135039 0.151551 0.162139 0.1609 0.170626 0.195328 0.12017 0.11653 0.113628 0.102017 0.0927509 0.0872164
threshold=0.10859000000000001 -0.41076499999999994 1.0000000180025095e-35 0.11869500000000001 -0.116045 -0.070064999999999975 0.089005000000000015 -0.14538499999999996 0.085785000000000014 -0.092644999999999991 0.085665000000000005 0.096540000000000015 -0.089594999999999994 -0.077589999999999978 0.087070000000000022 -0.072739999999999985 -0.116045 0.08623500000000002 -0.0018299999999999998 0.25472500000000003 0.095175000000000023
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=2 -2 7 5 -5 19 -7 8 -1 -9 12 16 -11 14 -14 -8 -12 -18 -15 -3 -13
right_child=1 3 -4 4 -6 6 15 9 -10 10 11 20 13 18 -16 -17 17 -19 -20 -21 -22
leaf_value=0.017003531231093501 0.012188667485852506 0.012667930479804032 -0.003128970108672607 0.0040400181728043249 -0.015386934121891406 -0.0096041319103401471 0.0069751129497920335 0.014644075897643813 0.0051781606702308615 0.011432282638113737 0.015078498123396785 0.0069337950954236277 0.0022524077124065054 0.0032097529098736016 -0.0092572233962463432 -0.0031514169418585974 0.015052149867977467 0.0069146413388306684 0.010724048675696872 0.0034849715704489939 -0.0019092401258323077
leaf_weight=91 53 62 52 78 57 53 88 53 79 65 60 52 137 181 60 53 52 849 72 64 80
leaf_count=91 53 62 52 78 57 53 88 53 79 65 60 52 137 181 60 53 52 849 72 64 80
internal_value=0 0.00203165 0.0064777 0.000844576 -0.00414917 0.00295692 -0.000320795 0.00675151 0.0115188 0.00626251 0.00598513 0.00710829 0.00359793 0.00246231 -0.00124394 0.00315595 0.00786841 0.00738628 0.00535531 0.00801783 0.00156077
internal_weight=0 508 1883 455 135 320 194 1831 170 1661 1608 1093 515 450 197 141 961 901 253 126 132
internal_count=2391 508 1883 455 135 320 194 1831 170 1661 1608 1093 515 450 197 141 961 901 253 126 132
is_linear=0
shrinkage=0.16829


Tree=6483
num_leaves=18
num_cat=0
split_feature=2 43 0 9 3 4 16 131 160 4 16 16 3 2 4 1429 4
split_gain=0.192629 0.178829 0.125229 0.187574 0.153133 0.192068 0.288605 0.120516 0.117314 0.114581 0.193628 0.196069 0.317333 0.0907333 0.132854 0.0850834 0.0462934
threshold=0.10859000000000001 0.11098500000000001 0.12500000000000003 -1.0000000180025095e-35 -0.18766499999999997 -0.11205499999999999 0.15454000000000004 0.11644500000000001 0.0065900000000000012 0.45363500000000007 0.51026500000000008 -0.0024749999999999993 0.13772500000000001 0.08647500000000001 0.076415000000000025 0.084390000000000007 0.22738500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 -5 6 -6 13 9 10 11 12 16 14 -7 -15 -2
right_child=1 -3 -4 4 5 7 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=-0.0041682768397413566 0.0068801164181236637 0.011042698233122155 0.013321395750167683 -0.0029485530589428008 0.020899315778059712 0.0061320180652158574 0.0037641025898841438 -0.0017426392060441275 0.007556124072916671 0.0046282440693982459 0.0072746801803972921 -0.011065947614812636 -0.011801502423552258 0.0035886952610909711 0.013563521596426072 0.0090678980492456089 0.00015207603720822049
leaf_weight=59 67 52 55 59 57 702 55 66 60 96 52 77 52 662 76 92 52
leaf_count=59 67 52 55 59 57 702 55 66 60 96 52 77 52 662 76 92 52
internal_value=0 0.00169034 0.0053887 0.00514904 0.00546081 0.005752 0.0125007 0.00527788 0.000619902 -0.000426505 -0.00205001 -0.00401243 -0.000825785 0.0055815 0.00686028 0.00425963 0.00395523
internal_weight=0 508 1883 1828 1769 1710 112 1598 456 396 300 248 171 1532 778 754 119
internal_count=2391 508 1883 1828 1769 1710 112 1598 456 396 300 248 171 1532 778 754 119
is_linear=0
shrinkage=0.16829


Tree=6484
num_leaves=16
num_cat=0
split_feature=14 1 52 2 2 52 1 43 1 2 12 150 12 124 2
split_gain=0.136696 0.267437 0.0983954 0.116767 0.102011 0.122379 0.115418 0.123895 0.095814 0.185846 0.195257 0.183103 0.110298 0.0919081 0.0713856
threshold=-0.42214499999999994 0.12072500000000001 0.51524500000000006 0.10859000000000001 0.11266500000000002 -0.41304999999999997 0.10882500000000002 -0.012264999999999998 0.11181500000000001 -0.0091949999999999983 0.077755000000000005 0.085455000000000017 0.083425000000000013 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 7 -7 9 -2 11 -11 -12 -3 -15
right_child=1 13 -4 4 5 6 -8 -9 -10 10 12 -13 -14 14 -16
leaf_value=0.011577903172220799 -0.0044293755321304961 0.0035922507230600948 0.010556026684258462 -0.0040387632435380898 0.0099416975378509836 0.0024995515541299932 0.0060441165387857968 -0.0086246201891279593 0.011598569696517047 0.011826724032859153 -0.0023553943937432062 0.00067455508702399876 0.00426710673706496 0.0005049568961230398 -0.0069569288325501298
leaf_weight=63 66 59 67 83 53 62 72 52 53 177 75 55 1299 57 98
leaf_count=63 66 59 67 83 53 62 72 52 53 177 75 55 1299 57 98
internal_value=0 0.00361936 0.00419354 0.00398441 0.00103528 0.00280492 0.000761658 -0.00255887 0.00453387 0.00430886 0.00466908 0.00919063 0.00390431 -0.00204421 -0.00420129
internal_weight=0 2328 2114 2047 322 239 186 114 1725 1672 1606 232 1374 214 155
internal_count=2391 2328 2114 2047 322 239 186 114 1725 1672 1606 232 1374 214 155
is_linear=0
shrinkage=0.16829


Tree=6485
num_leaves=23
num_cat=0
split_feature=1 1 12 40 16 12 14 3 12 13 0 482 16 1447 13 3 13 16 12 2 43 42
split_gain=10.8069 2.22771 0.978129 0.737732 0.695521 0.608123 0.408057 0.371365 0.33285 0.311174 0.267958 0.222852 0.170805 0.158916 0.151111 0.146249 0.120681 0.097797 0.136231 0.108854 0.0934614 0.0899408
threshold=0.10538500000000002 0.13075500000000004 -1.0000000180025095e-35 -0.026419999999999996 -0.072054999999999994 0.090175000000000019 0.062655000000000016 0.11535000000000002 0.11628000000000001 0.046185000000000004 -0.13740499999999997 0.088380000000000014 -0.0070899999999999991 -0.085709999999999995 -0.09330999999999999 -0.090769999999999976 -0.087359999999999979 0.19578000000000004 0.092395000000000019 0.091465000000000005 -0.099699999999999983 0.090040000000000023
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 -2 -1 14 6 10 9 15 12 -5 13 -4 -12 -3 20 -15 18 21 -20 -7 -17
right_child=1 4 7 5 -6 8 -8 -9 -10 -11 11 -13 -14 16 -16 17 -18 -19 19 -21 -22 -23
leaf_value=0.00071428119756545509 0.00033292468030660349 -0.00012758020806611346 0.0010422006756977771 0.00086549020988392026 0.0004136642788308061 0.0011235330203250335 0.0013274940982678583 0.00050614873293152775 0.00070248090342348273 0.00059436183855347683 0.001233281767169694 0.00085053287745139006 0.00078771773001416235 0.00098616808487060875 0.00011699979438408112 0.00094250231611273843 0.0010841252449391417 0.00082161653902072026 0.0010684778410172339 0.00093485165900591613 0.00095802942542246494 0.00074798398530234983
leaf_weight=97 95 55 54 85 71 85 60 60 62 52 66 53 66 189 55 57 618 82 117 176 75 53
leaf_count=97 95 55 54 85 71 85 60 60 62 52 66 53 66 189 55 57 618 82 117 176 75 53
internal_value=0 0.000453024 0.000615635 0.000995752 0.000159051 0.00101109 0.00106092 0.000731248 0.000935555 0.000809567 0.00104506 0.00106151 0.000902529 0.00107428 -4.96996e-06 0.000957904 0.00106123 0.000928711 0.000950415 0.000988331 0.00104617 0.0008491
internal_weight=0 508 327 1875 181 1778 1071 232 707 172 1011 926 120 873 110 645 807 485 403 293 160 110
internal_count=2383 508 327 1875 181 1778 1071 232 707 172 1011 926 120 873 110 645 807 485 403 293 160 110
is_linear=0
shrinkage=0.0032998


Tree=6486
num_leaves=16
num_cat=0
split_feature=1 131 15 15 34 1429 48 1 4 52 3 151 48 483 47
split_gain=0.187451 0.223675 0.292994 0.291017 0.156579 0.134947 0.127496 0.145772 0.137911 0.116152 0.133676 0.161531 0.10239 0.0884336 0.0988486
threshold=0.11551000000000002 0.088910000000000017 -0.42759999999999992 -0.13924999999999996 -0.0011599999999999998 0.091465000000000005 -0.082444999999999977 0.086920000000000011 -0.46376499999999993 0.40391000000000005 -0.14906999999999998 -0.0096649999999999982 0.086870000000000017 0.09011000000000001 0.088915000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 -6 8 -8 10 -9 -12 -5 14 -10
right_child=1 -3 3 12 5 -7 7 9 13 -11 11 -13 -14 -15 -16
leaf_value=0.014002183269541436 0.0064873543557710626 0.0079437053499565296 -0.016030319389630621 -0.0058584205228250407 0.012656397454824194 -0.0034226827647393749 0.013483481272227999 0.0085498485540480475 0.0044385904840399983 0.0095922754235504091 0.0061156268506495602 -0.0014513721120233733 0.0042857910740354286 0.010134065268284503 0.011417351571493952
leaf_weight=52 78 86 55 60 58 57 60 66 1115 56 106 324 53 96 61
leaf_count=52 78 86 55 60 58 57 60 66 1115 56 106 324 53 96 61
internal_value=0 0.000551646 -0.00202527 -0.00598825 0.00486821 0.00462971 0.00486699 0.00462623 0.00558015 0.00232113 0.00149658 0.000409803 -0.00108462 0.00520594 0.00480211
internal_weight=0 332 246 168 2051 1999 1942 1884 1332 552 496 430 113 1272 1176
internal_count=2383 332 246 168 2051 1999 1942 1884 1332 552 496 430 113 1272 1176
is_linear=0
shrinkage=0.16829


Tree=6487
num_leaves=24
num_cat=0
split_feature=1 2 52 123 12 2 4 0 4 52 4 15 147 1 0 15 156 1 4 15 2 2 12
split_gain=19.4471 3.19612 2.46817 1.42569 1.31557 0.692017 0.674895 0.470344 0.450517 0.430304 0.378981 0.372316 0.350666 0.394938 0.38734 0.349362 0.250336 0.221899 0.144695 0.136636 0.0741594 0.0403307 0.00108815
threshold=0.104035 0.16730000000000003 -0.41304999999999997 1.0000000180025095e-35 0.088105000000000003 0.10803500000000001 -0.082184999999999994 -0.069389999999999993 0.51326500000000019 0.097655000000000006 0.25759000000000004 0.08765000000000002 0.085835000000000009 0.095510000000000012 -0.14454499999999995 -0.069404999999999981 0.090500000000000011 1.0000000180025095e-35 0.058330000000000007 0.085465000000000013 0.114805 0.11556500000000001 0.083325000000000024
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 5 8 6 9 -6 10 11 15 17 13 14 -8 -4 -16 19 20 -1 -7 -12 -19
right_child=1 -3 4 -5 7 18 12 -9 -10 -11 21 -13 -14 -15 16 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=0.0014221855676631952 0.0013690046198706748 -0.00010372410736156182 0.00062861510145367089 0.00091798263951048615 0.0011803181912616626 0.001364141011163496 0.001657078520158969 0.00074183533907315577 0.00030319096963851965 0.0017902151429277486 0.00082455133597305057 0.0013079347357530583 0.0011059809924512287 0.0011456797234386472 0.0013994599277564984 0.00027786005346476712 0.0011818602405072698 0.0016305579716073282 0.0010733874815851098 0.0016210644216199811 0.0011932322613961448 0.00068883187602187407 0.0017003871007042306
leaf_weight=150 60 54 78 72 55 56 62 53 68 58 52 102 53 72 873 52 64 53 65 55 68 55 53
leaf_count=150 60 54 78 72 55 56 62 53 68 58 52 102 53 72 873 52 64 53 65 55 68 55 53
internal_value=0 0.000656253 0.00074309 0.00137466 0.000652073 0.00139307 0.00141557 0.000965463 0.000540987 0.00152111 0.000609067 0.00148324 0.00137131 0.00138441 0.00140158 0.000488584 0.00138463 0.00154062 0.00120303 0.00147572 0.0012707 0.000755118 0.0016658
internal_weight=0 527 473 1856 413 1784 1595 108 305 471 237 413 1124 1071 999 130 937 311 189 205 124 107 106
internal_count=2383 527 473 1856 413 1784 1595 108 305 471 237 413 1124 1071 999 130 937 311 189 205 124 107 106
is_linear=0
shrinkage=0.0032998


Tree=6488
num_leaves=23
num_cat=0
split_feature=1 3 2 13 1 4 43 1 3 12 157 3 2 52 52 52 1455 4 4 48 4 43
split_gain=12.2147 2.25064 1.06436 0.931069 0.758795 0.643503 0.563294 0.535205 0.527344 0.457841 0.407937 0.289242 0.254994 0.245156 0.264062 0.235775 0.25666 0.23679 0.122934 0.275376 0.131601 0.0331999
threshold=0.10892500000000001 -0.050489999999999993 0.094835000000000017 -0.089624999999999982 0.14787500000000001 0.30163500000000004 -0.024279999999999996 0.092415000000000011 0.149315 0.085845000000000019 0.0029950000000000007 -0.10237999999999998 0.097625000000000003 0.090245000000000006 -0.088584999999999983 -0.16371499999999997 0.077080000000000023 0.046720000000000005 -0.0063999999999999986 0.084620000000000015 -0.085574999999999984 -0.07088499999999999
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 7 -4 6 -2 -3 15 -8 -9 11 -5 -13 14 -14 -1 17 18 20 -20 -17 -11
right_child=1 4 3 10 -6 -7 8 9 -10 21 -12 12 13 -15 -16 16 -18 -19 19 -21 -22 -23
leaf_value=0.0011747483368676388 0.0011699054004623614 0.0003807243028152672 0.00081770719863155433 0.00095803661017034687 0.00013127784979819187 0.00071163429167335522 0.00094844197167007617 0.0008844880705513857 0.00052675192565891475 0.0013233232390173551 0.0014466749218669027 0.0010018888071726165 0.001316491123164418 0.0013732716271074676 0.0010726516452361564 0.0014081488278969161 0.0015436130781430191 0.0011329596735556472 0.0015647812464062692 0.0012968509277841587 0.0013093341864028681 0.0012039528263389052
leaf_weight=88 87 102 81 65 54 55 57 52 76 54 65 61 84 102 122 214 76 58 90 83 581 76
leaf_count=88 87 102 81 65 54 55 57 52 76 54 65 61 84 102 122 214 76 58 90 83 581 76
internal_value=0 0.000652239 0.00126621 0.00114722 0.000484854 0.000992654 0.000565952 0.00131648 0.000707741 0.00114848 0.00120064 0.00116371 0.00119985 0.00123894 0.00117225 0.00134214 0.00135548 0.00134151 0.00135397 0.00143644 0.00133598 0.00125381
internal_weight=0 431 1952 580 289 142 235 1372 133 182 499 434 369 308 206 1190 1102 1026 968 173 795 130
internal_count=2383 431 1952 580 289 142 235 1372 133 182 499 434 369 308 206 1190 1102 1026 968 173 795 130
is_linear=0
shrinkage=0.0032998


Tree=6489
num_leaves=19
num_cat=0
split_feature=4 13 13 0 11 4 376 11 16 2 52 52 52 157 4 1211 42 474
split_gain=0.156881 0.141539 0.282707 0.173507 0.177938 0.149379 0.147715 0.146484 0.172375 0.132044 0.151086 0.115196 0.108019 0.104115 0.17769 0.111908 0.0540592 0.0382468
threshold=0.51326500000000019 -0.089024999999999979 -0.083289999999999989 0.12436000000000001 0.086080000000000018 -0.0011949999999999997 0.080200000000000007 0.076920000000000002 -0.095229999999999995 0.084095000000000017 -0.014759999999999997 -0.060549999999999993 0.08321000000000002 -0.078254999999999977 -0.036279999999999993 0.078255000000000005 0.084815000000000015 0.083855000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 6 9 13 8 12 -3 17 -10 -1 14 -4 -15 -13 -11
right_child=-2 2 3 -5 -6 -7 -8 -9 11 10 -12 16 -14 15 -16 -17 -18 -19
leaf_value=0.00089558045211353594 -0.001358082183111191 0.015106704413624147 0.0088283374570113666 0.01355839336689306 -0.0046484772256291862 0.017965044566144575 -0.0024983041846682787 0.010983276425230516 -0.0011911225269066184 0.01368155008105789 0.0011139788563460839 0.011559947453852509 -0.008920968196960883 0.0065832681144609353 -0.003359566343639275 0.00052304382467877617 0.0045644586645683435 0.0073789660182344971
leaf_weight=71 94 72 55 69 53 65 66 52 68 58 82 52 57 1150 88 94 82 55
leaf_count=71 94 72 55 69 53 65 66 52 68 58 82 52 57 1150 88 94 82 55
internal_value=0 0.00564152 0.00623452 0.0052915 0.00491155 0.0107028 0.0052615 0.0026765 0.00136211 0.00892806 0.0066375 0.00442776 -0.00346182 0.00563204 0.00131553 0.00612679 0.00729253 0.0106298
internal_weight=0 2289 1907 1575 1506 332 1453 382 330 267 195 202 128 1387 143 1244 134 113
internal_count=2383 2289 1907 1575 1506 332 1453 382 330 267 195 202 128 1387 143 1244 134 113
is_linear=0
shrinkage=0.16829


Tree=6490
num_leaves=26
num_cat=0
split_feature=1 52 1 2 14 42 2 2 49 15 15 1375 156 49 51 51 12 49 52 52 15 12 12 2 2
split_gain=7.85994 1.87176 1.15071 0.641748 0.431743 0.382257 0.344326 0.283398 0.228198 0.210461 0.593759 0.392594 0.252345 0.264409 0.198198 0.436631 0.185127 0.130899 0.105422 0.163478 0.133492 0.103741 0.0958149 0.144351 0.0841148
threshold=0.098370000000000027 -0.41304999999999997 0.12450500000000002 0.099675000000000014 0.076175000000000007 0.084815000000000015 0.11827500000000002 0.14823500000000003 -0.0055299999999999993 -0.085064999999999988 1.0000000180025095e-35 0.081540000000000015 0.083125000000000018 -0.07107999999999999 -0.10830999999999999 -0.084699999999999984 -0.029844999999999997 0.047620000000000003 0.088555000000000009 0.086595000000000019 0.088005000000000014 0.089255000000000015 0.087215000000000015 0.089165000000000008 0.11715500000000001
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=4 -2 3 5 6 -3 9 16 -5 12 11 14 13 -1 -11 -16 -4 -15 19 20 -12 -19 -20 -24 -10
right_child=1 2 7 8 -6 -7 -8 -9 24 10 18 -13 -14 17 15 -17 -18 21 22 -21 -22 -23 23 -25 -26
leaf_value=0.0013355296081111448 0.0010828722559269484 0.00070395038607161062 0.00036158915401674429 0.00044799349804809955 0.0013551451647299299 0.0010525953719755102 0.00086183314988761621 0.00019081426861245249 0.00077189840431437845 0.0010879283717630988 0.0010576501258920362 0.0012052219529925625 0.0013698600240736201 0.00098032551078329803 0.00062185317165218185 0.0009486444882903758 0.0006152952580225163 0.0011981108375615794 0.0011998622469222545 0.0013184440835548512 0.001182890390817303 0.0010124935390810482 0.00092860476375616874 0.0011055511049539847 0.00058119022146182922
leaf_weight=52 93 76 82 91 62 64 82 63 52 73 174 67 52 103 54 274 52 104 52 59 223 53 86 135 54
leaf_count=52 93 76 82 91 62 64 82 63 52 73 174 67 52 103 54 274 52 104 52 59 223 53 86 135 54
internal_value=0 0.000650419 0.000575038 0.000692278 0.00108267 0.000863583 0.00107237 0.000374302 0.00057036 0.00108341 0.00106191 0.000969622 0.00115401 0.00111792 0.000930169 0.000894951 0.000460305 0.00107427 0.0011211 0.00115279 0.00112809 0.00113567 0.00106803 0.00103685 0.000675078
internal_weight=0 627 534 337 1705 140 1643 197 197 1561 1197 468 364 312 401 328 134 260 729 456 397 157 273 221 106
internal_count=2332 627 534 337 1705 140 1643 197 197 1561 1197 468 364 312 401 328 134 260 729 456 397 157 273 221 106
is_linear=0
shrinkage=0.0032998


Tree=6491
num_leaves=20
num_cat=0
split_feature=4 12 43 3 2 3 4 13 4 16 2 43 133 13 2 48 16 2 12
split_gain=8.8181 4.11964 1.26152 1.36241 1.11101 0.588694 0.642908 0.542486 0.441928 0.325434 0.321191 0.480723 0.298818 0.222897 0.215037 0.323369 0.207001 0.204555 0.0430128
threshold=0.30163500000000004 0.054520000000000006 -0.040789999999999993 0.149315 0.12358500000000001 -0.14162499999999997 -0.095209999999999975 0.085880000000000012 0.053255000000000004 -0.081109999999999974 0.12708000000000003 -0.069434999999999983 0.087245000000000003 -0.067389999999999992 0.091070000000000012 0.084620000000000015 -0.10346499999999999 0.087525000000000006 0.090255000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 14 5 7 -7 -3 9 17 11 -2 -1 -11 -4 -16 18 -8 -10
right_child=10 4 3 -5 -6 6 8 -9 16 13 -12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.00074027640100387843 0.00036693017475977719 0.0017047361761944164 0.0012375335024891534 0.00056082692179925005 0.00076805865628998 0.00088315825452078009 0.0013967778574231194 0.0012708276491008726 0.001251376074479414 0.0012725413166001604 0.00033935995383576082 0.0007314771477299303 0.00043248952143628547 0.001158507534971072 0.00088025306925769442 0.001220769028748447 0.00093692130574028916 0.0012312856882807691 0.0011095805159647158
leaf_weight=98 65 58 100 60 54 56 278 71 52 522 85 102 54 307 71 55 64 122 58
leaf_count=98 65 58 100 60 54 56 278 71 52 522 85 102 54 307 71 55 64 122 58
internal_value=0 0.00115932 0.000874705 0.00100402 0.00123522 0.00125108 0.00123204 0.00146619 0.00124594 0.00126815 0.000505465 0.000589799 0.000631163 0.00123035 0.00112152 0.00102917 0.00108885 0.00134639 0.00117693
internal_weight=0 2080 438 286 1642 1588 1459 129 1403 1229 252 167 152 829 226 126 174 400 110
internal_count=2332 2080 438 286 1642 1588 1459 129 1403 1229 252 167 152 829 226 126 174 400 110
is_linear=0
shrinkage=0.0032998


Tree=6492
num_leaves=25
num_cat=0
split_feature=4 39 2 11 48 13 16 48 12 52 16 159 39 16 2 4 12 12 159 12 49 13 13 2
split_gain=5.70803 2.08047 0.935282 0.927234 0.657422 0.529429 0.442391 0.430644 0.497185 0.350083 0.316338 0.357725 0.182378 0.26748 0.122612 0.236041 0.460764 0.431927 0.137578 0.227972 0.116105 0.157153 0.0789164 0.0457714
threshold=0.27161500000000005 0.081875000000000017 0.10527500000000002 1.0000000180025095e-35 0.092265000000000014 -0.23438999999999996 -0.34140499999999996 0.090225000000000014 0.089005000000000015 -0.085009999999999988 0.0086100000000000013 0.081445000000000017 0.089650000000000021 -0.51287499999999986 0.08647500000000001 -0.082384999999999986 0.08870500000000002 0.084710000000000021 0.082585000000000006 0.083970000000000017 0.096010000000000012 0.00023500000000000005 -0.061199999999999991 0.089570000000000025
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 2 3 10 9 -4 12 8 -7 -3 14 22 13 -2 15 17 -17 -1 19 -16 21 -10 23 -12
right_child=6 4 5 -5 -6 7 -8 -9 20 -11 11 -13 -14 -15 18 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00066612957786992087 0.00038964171359326367 0.00089275784921238367 0.00046480395557919131 0.0013109944482739757 0.00026624892304452771 0.00050056787389270499 0.00016843982519391401 0.0010952944095940346 0.001055142850068292 0.00052560715562900424 0.00089429102717973011 0.00060114270445746907 0.00031391683156224107 0.0006789489706014219 0.0007310603143995194 0.0011430992246559287 0.00092321747180818057 0.0010040459981508181 0.0010577750671731515 0.00094082430039190952 0.00073395937666568851 0.00079848273660431562 0.00081163067003375247 0.0010226011214240216
leaf_weight=58 70 54 52 81 58 58 72 54 52 61 77 54 58 71 67 241 187 149 87 425 57 56 71 62
leaf_count=58 70 54 52 81 58 58 72 54 52 61 77 54 58 71 67 241 187 149 87 425 57 56 71 62
internal_value=0 0.000900509 0.000932272 0.000966101 0.000553664 0.000771863 0.000390852 0.000829379 0.000764829 0.000698315 0.000947176 0.000842632 0.000471145 0.000535571 0.000969882 0.00100232 0.00104711 0.000909534 0.000934246 0.00091233 0.000857507 0.000922386 0.000904562 0.000951776
internal_weight=0 2061 1888 1559 173 329 271 277 223 115 1478 264 199 141 1214 635 428 207 579 492 165 108 210 139
internal_count=2332 2061 1888 1559 173 329 271 277 223 115 1478 264 199 141 1214 635 428 207 579 492 165 108 210 139
is_linear=0
shrinkage=0.0032998


Tree=6493
num_leaves=12
num_cat=0
split_feature=0 48 48 0 9 15 15 15 16 16 2
split_gain=0.337484 0.250143 0.310656 0.256442 0.232906 0.225965 0.210072 0.188826 0.659706 0.158251 0.154697
threshold=0.13830500000000004 -0.088899999999999993 -0.015314999999999997 -0.23070499999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.083885000000000015 -0.0059299999999999986 0.22564000000000003 -0.081109999999999974 0.14983000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 10 -9 -8 -5
right_child=-2 2 3 4 -6 6 9 8 -10 -11 -12
leaf_value=0.018414629451097172 -0.0068373179195297526 -0.0030850934348241859 0.018463363575707829 0.0051598878669891568 0.01647489195611369 0.017262735238519837 0.010489632888887901 -0.013695927112897029 0.0095915944686255049 0.0055870707816569115 0.01443232025342959
leaf_weight=52 52 90 54 985 67 71 326 63 76 442 54
leaf_count=52 52 90 54 985 67 71 326 63 76 442 54
internal_value=0 0.00685712 0.00658657 0.00699454 0.0066965 0.0063708 0.00848433 0.00486396 -0.000950257 0.00767045 0.00564353
internal_weight=0 2280 2228 2138 2084 2017 839 1178 139 768 1039
internal_count=2332 2280 2228 2138 2084 2017 839 1178 139 768 1039
is_linear=0
shrinkage=0.16829


Tree=6494
num_leaves=18
num_cat=0
split_feature=1 52 1375 0 1 9 15 1 15 0 1 3 130 132 52 0 52
split_gain=0.271262 0.198275 0.152484 0.19509 0.147198 0.146975 0.131049 0.233617 0.210536 0.496983 0.172917 0.222541 0.121639 0.105436 0.119548 0.0611183 0.0316285
threshold=0.12007000000000002 -0.054974999999999989 -0.097394999999999982 -0.18901999999999997 0.13869000000000004 0.037245000000000007 1.0000000180025095e-35 0.096575000000000008 -0.0015749999999999998 0.048655000000000011 0.088785000000000017 -0.095469999999999985 0.10269000000000002 0.0038750000000000004 -0.011144999999999997 -0.082064999999999985 -0.15086999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 15 6 8 13 10 -10 12 -12 -5 14 -8 -3 -11
right_child=1 4 3 5 -6 -7 7 -9 9 16 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0027291258208191169 -0.0068425044845843901 -0.0042182550278334905 0.013728135521241426 0.007807534472910287 0.010109660888445822 0.014701277428534689 -0.0016344884798294794 0.017887421907050061 -0.014326209413558865 0.0082685991127815182 -0.0079397073260159649 0.0042637894378624863 -0.00046177795708135017 0.011853338678627784 0.0064538383875925092 0.0037499436346524907 0.0024731025302901135
leaf_weight=54 78 55 96 551 60 53 56 55 54 55 52 226 55 93 631 54 54
leaf_count=54 78 55 96 551 60 53 56 55 54 55 52 226 55 93 631 54 54
internal_value=0 0.000168262 0.00607391 0.00630885 0.00341463 0.00593983 0.00569214 0.00726803 0.00443363 -0.00111473 0.00545872 0.00197466 0.00705405 0.00651692 0.00579191 -0.000254225 0.00541392
internal_weight=0 247 2085 2031 169 1935 1882 835 1047 163 884 278 606 780 687 109 109
internal_count=2332 247 2085 2031 169 1935 1882 835 1047 163 884 278 606 780 687 109 109
is_linear=0
shrinkage=0.16829


Tree=6495
num_leaves=16
num_cat=0
split_feature=15 3 39 14 3 12 16 42 12 13 12 15 484 3 1446
split_gain=18.1935 9.83772 6.36239 1.79259 1.5987 1.11778 0.982449 0.878482 0.507512 0.318063 0.313956 0.66254 0.235403 0.325781 0.146705
threshold=-0.25061999999999995 0.11745500000000002 0.081875000000000017 0.062655000000000016 0.30835000000000007 -0.042789999999999988 -0.5103049999999999 -1.0000000180025095e-35 0.091475000000000015 -0.011154999999999998 0.054520000000000006 -1.0000000180025095e-35 0.0038100000000000005 -0.11128999999999999 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 -3 -1 -2 -4 10 -9 11 -8 13 -10 -12
right_child=1 4 7 -5 -6 -7 8 9 12 -11 14 -13 -14 -15 -16
leaf_value=0.00015631363458280486 0.0011127384377994374 0.00088789614132572087 0.0012838579581047336 0.0021006922662676918 0.00013594383511083673 0.00066563218764812868 0.0012695299948750048 0.0009135170443701513 0.0017216906883214633 0.00057601265411406043 0.0016171449394044772 0.001688212597699141 0.0012814952447126919 0.0014847160261674166 0.0017356431432641089
leaf_weight=101 54 72 52 68 54 88 84 74 74 53 768 83 54 539 145
leaf_count=101 54 72 52 68 54 88 84 74 74 53 768 83 54 539 145
internal_value=0 0.00146128 0.00151635 0.00157329 0.00056591 0.000393643 0.00155336 0.000921564 0.00156696 0.000772946 0.00161158 0.00147783 0.00149466 0.00151338 0.001636
internal_weight=0 2174 2048 1869 126 189 1801 179 1747 127 1080 167 667 613 913
internal_count=2363 2174 2048 1869 126 189 1801 179 1747 127 1080 167 667 613 913
is_linear=0
shrinkage=0.0032998


Tree=6496
num_leaves=17
num_cat=0
split_feature=4 160 16 52 0 52 4 0 4 0 151 1 155 4 4 16
split_gain=0.442491 0.279885 0.181122 0.173705 0.147352 0.152837 0.225636 0.220084 0.180479 0.170605 0.140099 0.239847 0.127739 0.113464 0.150354 0.147565
threshold=0.30163500000000004 -0.54856499999999986 -0.14483499999999996 0.51400500000000016 -0.15385999999999997 -0.092264999999999986 -0.019114999999999997 -0.14076499999999997 -0.037969999999999997 -0.079249999999999987 -0.072119999999999976 0.13052500000000003 0.099270000000000011 0.054560000000000004 0.13072500000000004 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -3 6 8 -7 12 -8 -2 -12 -6 15 -15 -9
right_child=2 3 -4 -5 5 7 9 13 -10 -11 11 -13 -14 14 -16 -17
leaf_value=0.017998576525619814 -0.0060369463075830021 0.012314800711828368 -0.0092909701230338305 -0.0025923290870382464 0.0043766847671105006 -0.003563519706806319 0.018556921858572578 0.014558156443533853 -0.0025602225060261936 0.0074972856726059382 0.012966324102832298 -0.0014109868863435293 0.013152442941909983 -0.0029694800421998105 0.007096568723854905 0.0056138083835198405
leaf_weight=55 54 103 61 67 116 81 88 55 60 73 53 86 80 97 74 1160
leaf_count=55 54 103 61 67 116 81 88 55 60 73 53 86 80 97 74 1160
internal_value=0 0.00613543 -0.00129398 0.00581689 0.00610135 0.0057607 0.00860955 0.00494968 0.00549327 0.0135535 0.00122426 0.00405808 0.00796779 0.0054485 0.00137608 0.00602018
internal_weight=0 2109 254 2054 1987 1884 417 1467 256 161 193 139 196 1386 171 1215
internal_count=2363 2109 254 2054 1987 1884 417 1467 256 161 193 139 196 1386 171 1215
is_linear=0
shrinkage=0.16829


Tree=6497
num_leaves=10
num_cat=0
split_feature=3 15 147 457 457 2 3 15 2
split_gain=0.203561 0.174585 0.135556 0.155873 0.167 0.21094 0.0964921 0.125624 0.1125
threshold=0.31299000000000005 -0.42075999999999997 0.089365000000000014 0.087350000000000011 0.083415000000000017 -0.017044999999999998 0.095555000000000015 0.12241500000000001 0.106035
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -8
right_child=-2 2 -4 -5 -6 6 8 -9 -10
leaf_value=-0.0020350171793653612 -0.0032243830677164444 0.01589087730918378 -0.0017487133962282473 0.012635889400202327 -0.0041689985214160875 0.004946922932281432 0.0046210617275743038 -0.0034278752629013421 0.015166417100390675
leaf_weight=102 94 52 79 80 54 1734 60 52 56
leaf_count=102 94 52 79 80 54 1734 60 52 56
internal_value=0 0.00475657 0.00507707 0.00533619 0.00504447 0.00530001 0.00500951 0.00470208 0.00972741
internal_weight=0 2269 2167 2088 2008 1954 1902 1786 116
internal_count=2363 2269 2167 2088 2008 1954 1902 1786 116
is_linear=0
shrinkage=0.16829


Tree=6498
num_leaves=16
num_cat=0
split_feature=4 13 13 484 484 13 484 133 481 12 13 457 1455 49 1
split_gain=0.240624 0.127075 0.207163 0.109651 0.155414 0.125726 0.101445 0.120217 0.112392 0.13176 0.0834917 0.074118 0.0535065 0.10795 0.04218
threshold=0.30163500000000004 -0.15714499999999998 -0.0074049999999999993 -0.084699999999999984 -0.059599999999999993 0.24154 0.093320000000000014 0.086635000000000004 -0.039559999999999991 0.11206500000000001 -0.074014999999999984 -0.087299999999999989 0.082590000000000011 -0.0010999999999999996 0.11507500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 12 10 6 8 -8 -6 11 -5 -10 13 -1 -4
right_child=1 2 14 4 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.015908255755715816 0.0052780708678475379 -0.0098361081912726779 -0.0019287311378944872 -0.0063128382820116895 0.011461321862995441 -0.0030456819984336311 -0.0045681004485149702 0.0058811958564721758 0.010423812511192801 0.011342992021148433 0.0027694261904717354 0.0039884585625055225 0.003910513731672882 0.0062792652760399349 0.0046786812577402706
leaf_weight=52 64 81 54 62 71 64 72 55 53 78 53 1390 66 93 55
leaf_count=52 64 81 54 62 71 64 72 55 53 78 53 1390 66 93 55
internal_value=0 -0.00119668 -0.0033871 0.00428081 0.00387436 0.00426145 0.00453454 -2.86682e-05 0.0048997 0.00459222 -0.00211148 0.00422607 0.00792838 0.00974481 0.0013888
internal_weight=0 254 190 2109 1898 1783 1719 127 1592 1521 115 1443 211 145 109
internal_count=2363 254 190 2109 1898 1783 1719 127 1592 1521 115 1443 211 145 109
is_linear=0
shrinkage=0.16829


Tree=6499
num_leaves=17
num_cat=0
split_feature=1 1 12 39 13 484 457 12 150 0 0 16 12 0 0 12
split_gain=11.0793 2.74292 1.10478 0.668679 0.561627 0.476598 0.402156 0.341438 0.327718 0.232762 0.475761 0.271282 0.222466 0.206123 0.158681 0.150392
threshold=0.10439500000000002 0.12450500000000002 0.087245000000000003 0.081875000000000017 -0.0042049999999999995 -0.084699999999999984 0.080930000000000016 0.11769500000000001 0.08926000000000002 -0.14216999999999999 -0.10147999999999999 0.0060650000000000009 0.086315000000000017 -0.14032999999999998 -0.097414999999999988 0.099340000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 14 12 7 9 13 -7 -11 -12 -1 -2 -3 -4
right_child=1 4 15 -5 -6 6 -8 -9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=0.0014909357654552347 0.00063285673832901457 0.00039752984042077446 0.0012115346441444648 0.00094939722975060368 0.00060934514913208869 0.0013905806946928184 0.000985119575976062 0.00095387717644226445 0.00047901126351967293 0.00095081136484646584 0.0012598101284939849 0.0011432724596700887 0.0012608360955679795 0.00090577449538857481 0.00016730103410893125 0.00097173131911462262
leaf_weight=101 53 53 70 102 75 94 86 52 52 70 960 292 90 74 87 52
leaf_count=101 53 53 70 102 75 94 86 52 52 70 960 292 90 74 87 52
internal_value=0 0.00066354 0.000866962 0.00121063 0.000378584 0.00122588 0.00120658 0.00121953 0.000701384 0.00122926 0.00121776 0.00123266 0.0013827 0.000792157 0.000254711 0.00110961
internal_weight=0 516 301 1847 215 1745 1554 1468 179 1416 1322 1252 191 127 140 122
internal_count=2363 516 301 1847 215 1745 1554 1468 179 1416 1322 1252 191 127 140 122
is_linear=0
shrinkage=0.0032998


Tree=6500
num_leaves=15
num_cat=0
split_feature=1453 31 1 1 4 156 16 1 39 13 1429 1446 16 42
split_gain=0.211784 0.190127 0.136247 0.159796 0.285518 0.251311 0.186276 0.214768 0.15621 0.123084 0.169021 0.145417 0.127612 0.0845695
threshold=-0.065549999999999983 -0.018414999999999997 0.14602500000000004 0.095950000000000021 -0.15238499999999996 0.087825000000000014 -1.0000000180025095e-35 0.10354000000000001 0.0041750000000000008 -0.08176499999999999 0.084690000000000015 0.083715000000000026 0.21684500000000004 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 7 -6 9 11 12 13 -11 -3
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0044248619659867736 -0.0052790160979543895 0.0029334568271294562 0.012679349123139377 0.010810367795686324 -0.007013350280823563 0.011160215071334967 -0.0083922173531479401 0.0028824456767035825 0.01327543620069273 0.0049983494800511438 -0.0045064763643007577 0.012868649254699197 -0.00091709224915114253 0.0075517374508872435
leaf_weight=83 58 200 56 85 81 53 81 266 64 801 67 93 118 261
leaf_count=83 58 200 56 85 81 53 81 266 64 801 67 93 118 261
internal_value=0 0.00421897 0.00446726 0.00425451 0.00181847 0.000225726 -0.00112411 0.000567298 0.00511298 0.0047726 0.00364091 0.00678352 0.00423685 0.00555204
internal_weight=0 2284 2226 2170 566 481 428 347 1604 1540 986 554 919 461
internal_count=2367 2284 2226 2170 566 481 428 347 1604 1540 986 554 919 461
is_linear=0
shrinkage=0.16829


Tree=6501
num_leaves=20
num_cat=0
split_feature=4 123 15 12 14 4 0 12 4 150 0 4 12 0 15 0 0 16 16
split_gain=1.79218 1.06537 0.541708 0.563511 0.525905 0.448218 0.466264 0.416404 0.289617 0.529282 0.277431 0.276046 0.223684 0.217811 0.345265 0.28104 0.191378 0.150618 0.0933205
threshold=0.24099500000000004 0.081180000000000016 -0.14068999999999995 0.054520000000000006 -1.0000000180025095e-35 -0.42305999999999994 -0.067969999999999989 0.11769500000000001 0.30163500000000004 0.081245000000000026 -0.081444999999999976 0.053255000000000004 0.086565000000000017 -0.086224999999999982 0.084495000000000015 0.043875000000000004 -0.13740499999999997 -0.49181999999999998 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 -2 -4 16 11 -6 17 -3 13 -1 14 -5 -15 -7 -10 -13
right_child=4 10 3 7 8 6 -8 -9 9 -11 -12 18 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0010913935453652594 0.00066817426112244171 0.00054033212871329515 0.00081420872332517132 0.00074116608543948732 0.00053241132324778823 0.00048330878312770884 0.00021315096479087016 0.00048488681625634053 0.0002758962177688923 0.00055910322305741111 0.00021039282159491111 0.00068798172618164102 0.00078267694170246769 0.00069800219563031314 0.00095490459510392926 0.00090887305425938229 0.0007303097786488836 5.2213749855827811e-05 0.00050349089892784112
leaf_weight=52 76 55 55 265 73 98 54 82 72 55 57 53 53 879 122 76 54 61 75
leaf_count=52 76 55 55 265 73 98 54 82 72 55 57 53 53 879 122 76 54 61 75
internal_value=0 0.000686228 0.000704516 0.000691096 0.000426078 0.000548653 0.000477581 0.000715027 0.000355448 0.000286546 0.000372731 0.000727841 0.000935901 0.000741901 0.000808637 0.00071482 0.000571291 0.00017357 0.000580157
internal_weight=0 2030 1918 1813 337 261 206 1552 261 188 112 1470 105 1342 387 955 152 133 128
internal_count=2367 2030 1918 1813 337 261 206 1552 261 188 112 1470 105 1342 387 955 152 133 128
is_linear=0
shrinkage=0.0032998


Tree=6502
num_leaves=13
num_cat=0
split_feature=14 16 4 3 3 150 40 4 0 4 2 3
split_gain=0.541876 0.163288 0.153772 0.159717 0.483372 0.153795 0.148992 0.193106 0.176053 0.263745 0.163607 0.0871115
threshold=-0.10708499999999999 -0.0090499999999999973 0.25472500000000003 0.12991000000000003 0.092330000000000009 0.081245000000000026 -0.08440499999999998 -0.42305999999999994 -0.083554999999999977 -0.079554999999999987 0.08079500000000002 -0.00094999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 11 -2 -8 10 -10 -9 -4
right_child=2 -3 5 -5 -6 -7 7 8 9 -11 -12 -13
leaf_value=0.021519556957224132 -0.0048848674155647035 0.0085294371029498127 0.00010587268723003128 0.011340533320474374 -0.0099692587059514778 0.0061970870211426193 0.011630548851663345 0.010370899516238947 -0.0023595886720541143 0.0040038690596259216 0.0043497459096267285 -0.0072213519334712378
leaf_weight=57 53 54 99 74 74 66 93 158 265 605 684 85
leaf_count=57 53 54 99 74 74 66 93 158 265 605 684 85
internal_value=0 0.0152162 0.00316683 0.00365747 0.00336227 -0.00076293 0.0038942 0.00415297 0.00374572 0.00206351 0.00548174 -0.00326922
internal_weight=0 111 2256 2006 1932 250 1858 1805 1712 870 842 184
internal_count=2367 111 2256 2006 1932 250 1858 1805 1712 870 842 184
is_linear=0
shrinkage=0.16829


Tree=6503
num_leaves=19
num_cat=0
split_feature=1 3 40 2 12 1 14 147 1 0 12 13 0 1 3 12 133 160
split_gain=15.2549 2.60318 1.13076 0.820371 0.736837 0.704357 0.683179 0.500123 0.414776 0.392259 0.387118 0.788123 0.377428 0.367139 0.330468 0.441664 0.256448 0.124843
threshold=0.10491000000000002 -0.049204999999999992 -0.012109999999999998 0.11444000000000001 0.11769500000000001 0.12394500000000001 0.054835000000000009 0.084575000000000025 0.11203500000000001 -0.079249999999999987 -0.088294999999999985 -0.052454999999999995 -0.052239999999999988 0.091410000000000005 0.081640000000000004 0.082295000000000021 -0.0044049999999999992 -0.089199999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 12 6 8 7 9 -3 14 -7 -12 -2 -1 15 -4 -11 -18
right_child=1 5 4 -5 -6 10 -8 -9 -10 16 11 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0015060537953061161 0.0016444221101685067 0.00079806131802164339 0.0020117654122353491 0.0010055449920386992 0.0012815923525183353 0.00091054470893899486 0.0020372034067753743 0.0013722233229286622 0.0011512861366355614 0.0014453168065882965 0.00033003661341926029 0.00086352066911588553 0.0012658097148801077 0.0011094424778594963 0.0014567605693465643 0.0017089081169437005 0.0017922115792967592 0.0016140677927475697
leaf_weight=52 66 68 57 62 54 55 56 63 80 98 66 56 53 52 54 945 53 377
leaf_count=52 66 68 57 62 54 55 56 63 80 98 66 56 53 52 54 945 53 377
internal_value=0 0.00099763 0.001644 0.00131511 0.00166386 0.000820712 0.00167596 0.00166366 0.000989232 0.00167523 0.000679604 0.000575203 0.00147609 0.00130809 0.00171243 0.00172617 0.00160076 0.00163611
internal_weight=0 506 1861 181 1757 325 1703 1647 148 1584 177 122 119 104 1056 1002 528 430
internal_count=2367 506 1861 181 1757 325 1703 1647 148 1584 177 122 119 104 1056 1002 528 430
is_linear=0
shrinkage=0.0032998


Tree=6504
num_leaves=22
num_cat=0
split_feature=12 1 155 1453 12 133 43 457 2 47 16 12 4 402 12 13 2 43 13 4 13
split_gain=0.209413 0.189438 0.212753 0.187733 0.15098 0.140988 0.332656 0.13896 0.132424 0.126921 0.135524 0.184684 0.239414 0.121863 0.124663 0.118628 0.105876 0.071925 0.138534 0.103817 0.0823855
threshold=-0.11875499999999999 0.096300000000000011 0.087925000000000017 -0.065549999999999983 0.090175000000000019 -0.14755499999999996 0.0035900000000000007 0.079590000000000008 0.09678500000000001 0.11170500000000001 -1.0000000180025095e-35 -0.085719999999999977 -0.0065299999999999993 0.023625000000000004 0.094435000000000005 -0.011559999999999999 0.081460000000000019 -0.14044999999999999 -0.013049999999999997 -0.048624999999999995 0.019675000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 -2 5 -5 8 9 16 10 11 -3 -13 17 -15 -12 -7 -6 19 -19 -20
right_child=1 2 -4 4 13 6 -8 -9 -10 -11 15 12 -14 14 -16 -17 -18 18 20 -21 -22
leaf_value=0.01337520405386493 -0.0035580583677109574 -0.0038262297293143259 0.010200462026137443 0.012719362708608385 0.0092178109146103266 0.010255804766494956 -0.0055043818713260088 -0.0059335527922956561 0.013614104036870384 -0.004573333072668182 0.0029795498028116706 0.016783960260826101 0.0038413527443875248 -0.0077926435169547248 0.003848773141731677 -0.0080767805289533121 0.0051822946346754212 0.0024690468945294569 -0.0048159243199036843 0.0085726670597532535 0.0035569647590249784
leaf_weight=70 70 57 71 98 74 147 66 83 76 80 58 53 174 52 52 52 582 163 73 155 61
leaf_count=70 70 57 71 98 74 147 66 83 76 80 58 53 174 52 52 52 582 163 73 155 61
internal_value=0 0.00401912 0.0015235 0.00495708 0.00533098 0.00665136 0.00596657 0.000414231 0.00690927 0.00152955 0.00277328 0.00471778 0.00687111 0.00329724 -0.00195466 -0.00223075 0.00620781 0.00433905 0.00353634 0.00544973 -0.000990978
internal_weight=0 2297 628 1669 1599 969 871 557 805 474 394 284 227 630 104 110 729 526 452 318 134
internal_count=2367 2297 628 1669 1599 969 871 557 805 474 394 284 227 630 104 110 729 526 452 318 134
is_linear=0
shrinkage=0.16829


Tree=6505
num_leaves=23
num_cat=0
split_feature=1 1 12 16 1 12 16 12 151 1 0 15 16 0 0 1210 0 15 15 130 16 16
split_gain=8.1813 1.86231 1.4486 1.30737 1.05524 0.483366 0.443716 0.419663 0.469447 0.328 0.272692 0.231852 0.45756 0.221481 0.215919 0.212244 0.180344 0.143188 0.297069 0.0925115 0.0984217 0.0876805
threshold=0.10892500000000001 0.13630500000000004 -0.011819999999999999 0.12292000000000002 0.093595000000000025 0.088105000000000003 -0.15323999999999996 0.090345000000000023 -0.086439999999999989 0.14882500000000001 -0.036119999999999992 0.03981500000000001 -0.015379999999999998 -0.074544999999999986 -0.13010499999999997 -0.064344999999999999 -0.089964999999999976 -0.092459999999999987 0.082725000000000007 -0.0015749999999999998 -0.015379999999999998 -0.092714999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 -1 13 17 8 -8 -3 15 14 21 -2 -10 -9 -16 -4 -19 -17 -21 -13
right_child=1 9 6 -5 -6 -7 7 10 11 -11 -12 12 -14 -15 16 19 -18 18 -20 20 -22 -23
leaf_value=0.0010098199366404899 0.00036571024792049283 0.0003307292371379204 0.0010377761611668607 0.0011023954608529668 0.00044053812324093371 0.00082400006078405571 0.00088993267808718131 0.00083438884030702441 0.00088359295495541628 -1.463736034115088e-06 0.00081723992046962694 0.0012657624182658811 0.0014147924232328802 0.00061431623320633419 0.0012363192252709326 0.0011881563941943758 0.0010641840802016764 0.00069392644799237376 0.00102419097289574 0.00099529603862144882 0.0010933502111497195 0.0011194198380307804
leaf_weight=67 101 80 56 60 76 54 92 56 54 54 75 57 83 65 95 52 251 72 52 284 205 318
leaf_count=67 101 80 56 60 76 54 92 56 54 54 75 57 83 65 95 52 251 72 52 284 205 318
internal_value=0 0.000516889 0.00102794 0.000670045 0.000707511 0.000551972 0.00105335 0.00107071 0.0011157 0.000196598 0.00100706 0.00113986 0.00119131 0.000463268 0.00108086 0.00103085 0.00111155 0.000896703 0.000832709 0.00105112 0.00103647 0.00114176
internal_weight=0 414 1945 280 143 220 1802 1622 950 134 672 858 458 166 400 597 346 180 124 541 489 375
internal_count=2359 414 1945 280 143 220 1802 1622 950 134 672 858 458 166 400 597 346 180 124 541 489 375
is_linear=0
shrinkage=0.0032998


Tree=6506
num_leaves=29
num_cat=0
split_feature=1 3 2 39 16 12 16 12 11 2 0 128 3 3 0 43 16 12 12 3 0 160 16 0 0 52 13 3
split_gain=11.042 3.60299 1.71625 1.30284 1.15541 0.968869 0.940433 0.469607 0.404431 0.606407 0.358302 0.282524 0.280218 0.278367 0.216583 0.215613 0.330467 0.247325 0.176546 0.171102 0.156629 0.171656 0.14767 0.203373 0.131027 0.0823559 0.0535208 0.039689
threshold=0.10293500000000001 -0.058704999999999993 0.13880500000000004 0.081875000000000017 0.022165000000000004 0.090175000000000019 -0.28430999999999995 0.11769500000000001 1.0000000180025095e-35 0.087525000000000006 -0.096139999999999989 0.089290000000000022 0.11745500000000002 -0.088534999999999989 -0.060199999999999997 -0.030304999999999995 -0.055679999999999993 0.083865000000000009 -0.083994999999999986 -0.083249999999999977 -0.089964999999999976 -0.077319999999999986 -0.014034999999999997 -0.096139999999999989 -0.07883999999999998 -0.011499999999999998 -0.006219999999999999 -0.080104999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 5 12 8 -2 11 9 15 -11 14 18 -8 22 20 26 -18 -3 25 -1 -22 23 -7 -24 -12 -17 -21
right_child=1 2 -4 -5 -6 7 13 -9 -10 10 19 -13 -14 -15 -16 16 17 -19 -20 27 21 -23 24 -25 -26 -27 -28 -29
leaf_value=0.0012373143987150362 0.00049845008992001425 0.00028788085415784229 -5.814267473809353e-05 0.00067906464478436051 0.00083744333659277524 0.00078453398601781548 0.00086280573192653513 0.00069490906488454442 0.0013926077956552243 0.00083691543071543471 0.00091813871430274888 0.001235573922830112 0.00016736806967695232 0.001158551376119142 0.00082586318250871336 0.0011973670489214623 0.001548905168375707 0.0012331431977385325 0.00055263517326293947 0.0012333715712555303 0.00090407830572087071 0.0011285870947063395 0.0012353385489575072 0.0010061026387187891 0.0010249289497802347 0.0010904113789515773 0.0010719588527610048 0.0011044155514764219
leaf_weight=76 53 52 97 97 65 55 69 59 65 95 76 54 74 73 84 183 55 57 60 59 58 115 52 301 98 57 55 65
leaf_count=76 53 52 97 97 65 55 69 59 65 95 76 54 74 73 84 183 55 57 60 59 58 115 52 301 98 57 55 65
internal_value=0 0.00051567 0.000314303 0.00105213 0.000458377 0.00107316 0.000874852 0.000978622 0.00113854 0.00112113 0.00101175 0.00100456 0.000325718 0.00101509 0.000983357 0.00118535 0.00123903 0.00138852 0.000430028 0.00107624 0.00110976 0.00105352 0.00100943 0.00097197 0.00109811 0.000992235 0.00116853 0.00116606
internal_weight=0 543 348 1816 251 1719 195 703 1016 951 352 644 186 142 590 599 350 112 112 257 249 173 506 356 150 133 238 124
internal_count=2359 543 348 1816 251 1719 195 703 1016 951 352 644 186 142 590 599 350 112 112 257 249 173 506 356 150 133 238 124
is_linear=0
shrinkage=0.0032998


Tree=6507
num_leaves=20
num_cat=0
split_feature=2 16 2 4 16 52 1446 0 147 4 16 52 16 52 13 13 475 2 52
split_gain=0.36703 0.158577 0.154644 0.270512 0.266808 0.256961 0.177363 0.149691 0.128561 0.119705 0.123236 0.200018 0.111882 0.193743 0.111772 0.130747 0.177493 0.139199 0.0783501
threshold=0.13880500000000004 -0.15796999999999997 0.08647500000000001 -0.099704999999999974 -0.41863499999999992 0.49868000000000007 0.083715000000000026 -0.22607999999999998 0.087070000000000022 -0.016164999999999995 -0.043889999999999992 -0.082554999999999976 -0.089604999999999976 -0.093914999999999985 0.22245000000000001 -0.085104999999999986 -0.066784999999999983 0.090605000000000005 0.086595000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 7 9 -4 14 10 18 -12 -11 -14 15 17 -17 -9 -6
right_child=1 -3 5 4 6 -7 -8 8 -10 12 11 -13 13 -15 -16 16 -18 -19 -20
leaf_value=-0.002762338463951376 0.003261087553605403 -0.0079452982464699416 -0.0044728842920295116 -0.0017813845265138904 0.0064631557280509459 0.014137333954914132 0.016878124657108636 -0.0044016749905246991 0.012090240504503851 0.005093121985086619 0.0090578291575344715 -0.0046418197049303452 0.0053362993596067004 0.016755952507076354 -0.0038622204139586338 0.011070817933428082 0.0041034198171709018 0.0036559800820553006 0.012022017823901297
leaf_weight=72 62 84 60 73 260 71 71 91 55 69 57 64 63 130 52 125 617 182 101
leaf_count=72 62 84 60 73 260 71 71 91 55 69 57 64 63 130 52 125 617 182 101
internal_value=0 -0.00317412 0.00553012 0.00714016 0.00794509 0.00429513 0.0088185 0.00370241 0.0041412 0.00804696 0.00646403 0.00179689 0.0109522 0.0130376 0.00372977 0.00412049 0.00527959 0.000963514 0.00802338
internal_weight=0 146 2213 960 888 1253 815 1182 1122 744 482 121 262 193 1067 1015 742 273 361
internal_count=2359 146 2213 960 888 1253 815 1182 1122 744 482 121 262 193 1067 1015 742 273 361
is_linear=0
shrinkage=0.16829


Tree=6508
num_leaves=29
num_cat=0
split_feature=12 123 12 12 43 48 12 48 157 42 42 12 43 376 151 43 12 159 12 42 12 42 159 12 12 481 12 43
split_gain=9.90404 1.89422 2.0248 1.8772 0.811012 1.11693 0.607685 0.585532 0.578462 0.512481 1.27737 0.511685 0.508235 0.557216 0.382273 0.293054 0.21146 0.113365 0.111705 0.103591 0.0914482 0.147455 0.0812669 0.152766 0.0634514 0.0607112 0.0489783 0.00844217
threshold=0.054520000000000006 0.09394000000000001 -0.14765999999999999 0.10823500000000001 -0.074359999999999996 0.094215000000000007 0.091545000000000015 -1.0000000180025095e-35 -0.00078499999999999989 -1.0000000180025095e-35 0.088465000000000002 0.13820000000000002 -0.088994999999999991 0.083705000000000016 -0.085764999999999994 -0.07581499999999998 0.083935000000000023 0.081445000000000017 0.094185000000000005 -0.025789999999999997 0.090175000000000019 0.091010000000000021 -0.11624 0.093840000000000021 0.096370000000000025 -1.0000000180025095e-35 0.08597500000000001 -0.053524999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 12 7 14 -6 -9 18 -11 19 -4 -14 -2 17 -17 25 -8 -5 21 -18 -12 -24 -25 -16 -27 -20
right_child=3 -3 4 11 5 -7 9 8 -10 10 22 -13 13 -15 15 16 20 -19 27 -21 -22 -23 23 24 -26 26 -28 -29
leaf_value=0.00056752599630231966 0.0014763445010348413 0.00058702853016418064 0.0013181978920472025 0.0014769058836323528 0.0011262083653458504 0.00093196903428697272 0.0015514508372001001 0.0018078947835444012 0.0014055318523392025 0.0011066117028272556 0.0016916794006078437 0.00099974895034180586 0.00070025010050485024 0.0011644051959518841 0.0017479527758689545 0.0019325831744633044 0.0017185088387805499 0.0014931366387670906 0.0017780947128247136 0.001288240960600163 0.0015962764477099533 0.0019086109538792348 0.0016516682610811676 0.0013864625061772199 0.0015354932807870188 0.0017090826102889832 0.0015980841422546098 0.0016980765712179952
leaf_weight=55 94 69 53 72 55 61 53 54 148 82 57 52 59 55 72 66 328 60 68 66 57 56 95 59 91 74 182 66
leaf_count=55 94 69 53 72 55 61 53 54 148 82 57 52 59 55 72 66 328 60 68 66 57 56 95 59 91 74 182 66
internal_value=0 0.00110289 0.00116874 0.0015917 0.00123684 0.00133504 0.0016295 0.00143057 0.00151327 0.00154302 0.0014733 0.00128115 0.00104965 0.000924494 0.00167939 0.00170067 0.00175384 0.00163111 0.00168599 0.00138693 0.00172701 0.00174632 0.00157275 0.00154494 0.00147711 0.00165624 0.00163031 0.00173895
internal_weight=0 609 540 1750 485 318 1560 257 202 571 384 190 167 114 989 895 507 388 187 138 441 384 302 245 150 328 256 134
internal_count=2359 609 540 1750 485 318 1560 257 202 571 384 190 167 114 989 895 507 388 187 138 441 384 302 245 150 328 256 134
is_linear=0
shrinkage=0.0032998


Tree=6509
num_leaves=28
num_cat=0
split_feature=3 15 15 1446 52 2 52 1 2 12 3 133 3 42 1 42 2 42 2 3 1212 3 52 15 42 15 43
split_gain=0.488533 0.223959 0.184808 0.184253 0.152949 0.119792 0.265958 0.147041 0.297371 0.226036 0.1758 0.144 0.114196 0.141233 0.112796 0.0962778 0.0967552 0.115656 0.107095 0.0839668 0.0702889 0.088542 0.141773 0.0906418 0.0825605 0.0537545 0.0317377
threshold=0.31343500000000007 0.085145000000000012 0.090455000000000021 0.090050000000000005 0.088555000000000009 0.082690000000000013 -0.086814999999999989 0.080270000000000022 0.097575000000000009 -1.0000000180025095e-35 0.11745500000000002 0.076280000000000014 -0.082154999999999992 -0.0050399999999999993 0.092730000000000021 0.087755000000000014 0.097625000000000003 -0.066789999999999988 0.089775000000000008 -0.080384999999999984 0.055770000000000007 -0.090854999999999977 0.40249000000000007 0.11736500000000001 0.090040000000000023 -0.095539999999999986 -0.071349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 12 6 -1 15 -9 -10 -11 14 13 -3 -8 16 18 -18 -7 -17 21 -4 23 24 -23 -16 -21
right_child=-2 2 20 -5 -6 7 11 8 9 10 -12 -13 -14 -15 25 19 17 -19 -20 26 -22 22 -24 -25 -26 -27 -28
leaf_value=0.015287170455876983 -0.007305123979964071 0.012624172041055159 0.010882486861316983 -0.0041438356410939126 0.0059001130578606349 0.0040905220529535002 0.012218880243740507 -0.0077201080999439679 -0.0033101934307909883 0.0096048477300345013 -0.001388546403266192 -0.0021695756490090466 0.0074200246537102421 0.023678452905410183 0.0073078794043859689 0.013749669168867539 0.0050859285691502677 -0.0051769589821715426 0.0099876625512837543 0.0091448157785957874 0.010612531907922641 0.0030845992379525721 0.010997302269101974 0.0066964542664797325 -0.004617054067299205 -0.00017343491387446984 0.0033497895002906381
leaf_weight=96 84 92 60 65 95 343 75 79 88 161 55 62 53 52 56 66 67 58 118 52 77 87 61 75 72 52 58
leaf_count=96 84 92 60 65 95 343 75 79 88 161 55 62 53 52 56 66 67 58 118 52 77 87 61 75 72 52 58
internal_value=0 0.00575477 0.00820189 0.00461131 0.011479 0.00499549 0.00777036 0.00416751 0.00147111 0.00386553 0.00679729 0.00481767 0.0141602 0.0166285 0.00719475 0.00552043 0.00447762 0.000309576 0.00560388 0.00898233 0.00598265 0.00497336 0.00376542 0.00187251 -0.000391643 0.00368913 0.00610559
internal_weight=0 2275 724 1551 292 1486 341 1145 383 304 216 245 197 144 183 762 586 125 461 176 432 355 295 234 159 108 110
internal_count=2359 2275 724 1551 292 1486 341 1145 383 304 216 245 197 144 183 762 586 125 461 176 432 355 295 234 159 108 110
is_linear=0
shrinkage=0.16829


Tree=6510
num_leaves=11
num_cat=0
split_feature=48 1 1 156 48 48 1 41 1454 2
split_gain=0.300395 0.193763 0.163258 0.156419 0.118039 0.227267 0.296381 0.141126 0.176031 0.110503
threshold=0.13438000000000003 0.14720000000000003 0.13662500000000002 0.11969000000000002 0.093265000000000015 0.11077000000000002 0.078015000000000015 0.075585000000000013 0.096235000000000015 -0.00097499999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 9 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=0.011316680491200321 -0.0075963579404362469 0.014623438796763982 -0.0035920585657375891 -0.0026768556715374352 0.0047815580604661113 0.010483197289562304 -0.010936559462750899 0.012031630954664406 -0.0040507210482333663 0.0053720989636449673
leaf_weight=94 54 59 63 71 75 55 62 96 54 1724
leaf_count=94 54 59 63 71 75 55 62 96 54 1724
internal_value=0 0.00508581 0.00483973 0.00507863 0.00533439 0.0013392 -0.00231864 0.00572325 0.00539879 0.00568045
internal_weight=0 2353 2294 2231 2160 192 137 1968 1872 1818
internal_count=2407 2353 2294 2231 2160 192 137 1968 1872 1818
is_linear=0
shrinkage=0.16829


Tree=6511
num_leaves=13
num_cat=0
split_feature=48 96 155 10 42 12 0 481 457 42 0 12
split_gain=0.207886 0.122154 0.101099 0.0998044 0.0978434 0.126205 0.247997 0.159125 0.125403 0.125102 0.110692 0.064984
threshold=0.13438000000000003 0.08265500000000002 0.12862000000000004 -1.0000000180025095e-35 -0.093464999999999979 -0.042789999999999988 -0.14216999999999999 -0.086729999999999988 0.018630000000000004 -0.10124499999999999 -0.078664999999999985 -0.094329999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 11 8 -8 -7 10 -5 -6
right_child=-2 -3 -4 4 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0017594117521458228 -0.0063179685101152176 0.012234586788601272 -0.0031318513366214813 0.0019763525966903801 0.0029264481366399618 0.012566835416377042 0.011401480246667704 0.0033976299084254812 0.0029109241077469742 0.014985795722518297 0.011299002774757132 -0.0036525743988268032
leaf_weight=76 54 53 54 97 86 148 74 1518 52 53 58 84
leaf_count=76 54 53 54 97 86 148 74 1518 52 53 58 84
internal_value=0 0.00423005 0.00404482 0.00421816 0.00442834 0.00405852 0.00447431 0.0037708 0.0100653 0.00790812 0.00547642 -0.000313795
internal_weight=0 2353 2300 2246 2170 1962 1792 1592 200 208 155 170
internal_count=2407 2353 2300 2246 2170 1962 1792 1592 200 208 155 170
is_linear=0
shrinkage=0.16829


Tree=6512
num_leaves=19
num_cat=0
split_feature=4 3 11 39 11 2 4 3 14 40 4 3 43 3 2 3 4 2
split_gain=2.9186 1.12614 0.713925 0.541725 0.471502 0.337491 0.315206 0.263393 0.245829 0.254108 0.222042 0.164535 0.229548 0.181858 0.160759 0.133349 0.125307 0.113855
threshold=0.27161500000000005 0.25468500000000005 1.0000000180025095e-35 0.083495000000000014 0.082485000000000017 0.10272000000000002 -0.031874999999999994 -0.011259999999999997 -1.0000000180025095e-35 -0.069739999999999983 0.020345000000000005 0.094285000000000008 0.061400000000000003 -0.029309999999999996 0.11500500000000001 -0.082254999999999981 0.42098500000000005 0.11366500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 11 17 -5 -2 -10 -8 12 13 -1 -12 -14 -11 -7
right_child=8 -3 4 7 -6 6 10 -9 9 16 14 -13 15 -15 -16 -17 -18 -19
leaf_value=0.00080087411417283821 0.00056198063475203263 0.00029430551732772349 0.0012436409645800971 0.00042947971917819462 0.00084865289849306216 0.00091840580437502152 0.00039715185313249514 0.00070730763379833468 0.00013642842337978321 0.00050276906094731059 0.00053763867348686481 0.00062408969261560309 0.00081460197862734147 0.00096031098762425205 0.00077849885225598537 0.00061265370914696132 0.00031063861420947496 0.00070096262081152097
leaf_weight=1178 72 56 53 79 90 52 53 72 52 74 64 65 55 86 60 111 77 58
leaf_count=1178 72 56 53 79 90 52 53 72 52 74 64 65 55 86 60 111 77 58
internal_value=0 0.000757079 0.000769545 0.000752826 0.000995293 0.000768961 0.000664536 0.000562187 0.000395588 0.000336398 0.000577618 0.000788984 0.000796454 0.00081175 0.000654468 0.000679777 0.000405029 0.000804074
internal_weight=0 2132 2076 1933 143 1782 287 151 275 203 177 1495 1430 1264 124 166 151 110
internal_count=2407 2132 2076 1933 143 1782 287 151 275 203 177 1495 1430 1264 124 166 151 110
is_linear=0
shrinkage=0.0032998


Tree=6513
num_leaves=14
num_cat=0
split_feature=11 11 9 31 157 1454 1 160 52 12 159 49 43
split_gain=0.16228 0.129038 0.117669 0.187749 0.0964649 0.125278 0.115367 0.09046 0.223455 0.0798074 0.202334 0.0824788 0.0396934
threshold=0.093740000000000018 0.080455000000000013 0.082870000000000013 -0.067479999999999984 -0.065184999999999979 0.091445000000000012 0.090195000000000011 -0.081539999999999987 -0.14715499999999998 0.08425500000000001 0.10438500000000002 -0.081334999999999977 -0.082894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 9 7 12 -9 10 -6 -11 -5
right_child=-2 -3 -4 4 5 -7 -8 8 -10 11 -12 -13 -14
leaf_value=0.013865488926273355 -0.0042397935243898193 0.011114731550941398 -0.0039557081146451836 -0.0035888198549009812 0.0071707604617943519 -0.0037052095635542598 -0.0038302387998279922 -0.0010639485777124843 0.014288783493430848 -0.0026744527366106136 -0.0037262409218568799 0.0040326831590840944 0.002952699135138865
leaf_weight=54 68 72 53 52 517 54 95 53 54 54 53 1175 53
leaf_count=54 68 72 53 52 517 54 95 53 54 54 53 1175 53
internal_value=0 0.0040875 0.00386352 0.00405151 0.00380533 0.00426341 0.00103457 0.00322303 0.00666737 0.0045036 0.00615438 0.00373652 -0.0002698
internal_weight=0 2339 2267 2214 2160 1853 307 212 107 1799 570 1229 105
internal_count=2407 2339 2267 2214 2160 1853 307 212 107 1799 570 1229 105
is_linear=0
shrinkage=0.16829


Tree=6514
num_leaves=17
num_cat=0
split_feature=1 16 39 11 1 51 123 1 0 42 457 0 0 16 0 0
split_gain=12.6863 1.84505 1.30832 1.05068 0.933795 0.396579 0.373676 0.355132 0.347271 0.29985 0.287795 0.310039 0.614538 0.279868 0.126693 0.186651
threshold=0.10491000000000002 0.27776000000000006 0.081875000000000017 1.0000000180025095e-35 0.13662500000000002 -0.40274499999999996 0.085110000000000005 0.085595000000000018 -0.057864999999999993 0.082755000000000009 0.080930000000000016 -0.15385999999999997 -0.10566999999999999 0.062910000000000008 -0.14803999999999998 -0.082654999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 6 -1 9 -5 -6 14 11 -7 -13 -14 -2 -16
right_child=1 -3 -4 7 8 10 -8 -9 -10 -11 -12 12 13 -15 15 -17
leaf_value=0.00090475609419087802 0.00074274942268428494 0.0010461934300073058 0.00080521469420841011 0.0016939463295638437 0.00045251539436696098 0.0014625170346988102 0.00041595616188682251 0.0013299705115753118 9.9505815188272019e-05 0.00086822348857036288 0.0010229254054746238 0.00089405443748811423 0.0012350246178502563 0.0011027746819717895 0.00039879149377563909 0.00066605108087558192
leaf_weight=53 53 88 92 59 61 52 77 61 61 68 99 69 1186 211 53 64
leaf_count=53 53 88 92 59 61 52 77 61 61 68 99 69 1186 211 53 64
internal_value=0 0.00060987 0.00119013 0.00120989 0.000521925 0.00118836 0.000616945 0.00150922 0.000276299 0.000681823 0.00119764 0.00120901 0.00119999 0.00121508 0.000607055 0.000545286
internal_weight=0 525 1882 1790 437 1670 315 120 122 238 1617 1518 1466 1397 170 117
internal_count=2407 525 1882 1790 437 1670 315 120 122 238 1617 1518 1466 1397 170 117
is_linear=0
shrinkage=0.0032998


Tree=6515
num_leaves=12
num_cat=0
split_feature=2 42 150 2 13 148 2 0 2 130 52
split_gain=0.363048 0.160094 0.13461 0.128295 0.199209 0.186916 0.106701 0.214049 0.187017 0.171138 0.168916
threshold=0.16730000000000003 0.12199500000000001 -0.096799999999999983 0.12293000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094835000000000017 0.047740000000000012 0.097575000000000009 0.091285000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 9 -8 -7 -10
right_child=-2 -3 3 4 -6 6 8 -9 10 -11 -12
leaf_value=-0.0037060762044006314 -0.0086816916579463971 -0.0029161914852203746 -0.0030390334246441046 0.0048996370124340938 0.017429609501384641 0.0048050119013605249 -0.0044178609078460466 0.016190988150921858 0.0017544750283784568 0.013094263519779225 0.0088046381162061281
leaf_weight=52 61 80 87 96 58 1269 84 53 271 75 150
leaf_count=52 61 80 87 96 58 1269 84 53 271 75 150
internal_value=0 0.00446474 0.00473457 0.00494022 0.00963038 0.00457617 0.00492545 0.00568457 0.0028219 0.00526892 0.00427068
internal_weight=0 2275 2195 2143 154 1989 1902 1397 505 1344 421
internal_count=2336 2275 2195 2143 154 1989 1902 1397 505 1344 421
is_linear=0
shrinkage=0.16829


Tree=6516
num_leaves=14
num_cat=0
split_feature=13 3 148 15 16 3 51 3 3 0 160 482 0
split_gain=0.234762 0.555283 0.162218 0.148436 0.183793 0.138112 0.198457 0.137022 0.361253 0.156847 0.358784 0.102947 0.0839612
threshold=-0.47860499999999995 0.25468500000000005 -0.079549999999999996 -0.42075999999999997 -0.42372999999999994 0.088465000000000002 0.035765000000000012 -0.13088999999999998 -0.15315499999999996 -0.12118 0.0039250000000000005 0.089925000000000019 0.10798500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 8 12 10 -9 -11 -5
right_child=1 -3 3 5 -6 6 -8 9 -10 11 -12 -13 -14
leaf_value=0.013487805145343458 -0.0036405228962559512 -0.01355374002979523 0.0046276033672592882 -0.00051231321325633579 -0.0089373057623058517 0.004485362192681178 0.017400942333373699 -0.012964452253411142 0.020041882535811541 0.0040495367997887529 0.0064385126486719057 -0.0020959418308055386 0.0079338216862551453
leaf_weight=64 85 55 57 70 56 94 53 52 52 1498 56 81 63
leaf_count=64 85 55 57 70 56 94 53 52 52 1498 56 81 63
internal_value=0 0.00314315 0.00355819 0.00384603 -0.00207893 0.00417853 0.00915422 0.00378685 0.00814133 0.00330827 -0.00288702 0.00373315 0.00347498
internal_weight=0 2272 2217 2132 113 2019 147 1872 185 1687 108 1579 133
internal_count=2336 2272 2217 2132 113 2019 147 1872 185 1687 108 1579 133
is_linear=0
shrinkage=0.16829


Tree=6517
num_leaves=21
num_cat=0
split_feature=2 157 159 49 1 1 42 160 2 2 129 1 157 1 42 130 51 3 2 51
split_gain=0.24381 0.127648 0.132899 0.148732 0.149649 0.210279 0.143614 0.17914 0.147583 0.203646 0.15912 0.131316 0.20133 0.16176 0.1144 0.099158 0.0857069 0.0973998 0.045095 0.0432159
threshold=0.16730000000000003 0.12040000000000002 0.082585000000000006 0.090785000000000018 0.11726500000000001 0.091615000000000016 -0.014374999999999997 -0.45095499999999994 0.096325000000000008 0.10575500000000002 1.0000000180025095e-35 0.083065000000000014 -0.059399999999999988 0.13368000000000005 0.084505000000000011 0.091285000000000019 -0.085574999999999984 -0.091164999999999982 0.083175000000000013 -0.020454999999999997
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 2 6 4 5 14 8 -8 10 -10 15 16 -13 -14 19 18 -9 -18 -1 -4
right_child=-2 -3 3 -5 -6 -7 7 11 9 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.010420829631788121 -0.0076403523325625812 -0.0042054323967988033 0.0063012958583495869 0.013948286529277669 0.012304410771076442 -0.0056523896473767432 0.0092017483064925232 0.0088861390020587693 -0.0075019303268105747 0.0061240623772613953 0.0014572910167570717 -0.0079377451165165147 -0.0001493621288214618 0.0085897852227862538 0.012354040179578734 0.015984740440771368 0.0084211421383765077 0.0016795130926951754 0.0051341891982578684 -0.00038001953730281107
leaf_weight=90 61 65 52 61 59 61 90 66 53 75 98 84 506 68 53 53 69 518 97 57
leaf_count=90 61 65 52 61 59 61 90 66 53 75 98 84 506 68 53 53 69 518 97 57
internal_value=0 0.00313277 0.00334941 0.00639818 0.00475863 0.00275416 0.00278834 0.00193507 0.00534976 0.000468014 0.00719316 0.00143485 -0.00024049 0.000882808 0.00593068 0.00952781 0.00312577 0.00247503 0.00768817 0.00279091
internal_weight=0 2275 2210 343 282 223 1867 1401 466 128 338 1311 658 574 162 240 653 587 187 109
internal_count=2336 2275 2210 343 282 223 1867 1401 466 128 338 1311 658 574 162 240 653 587 187 109
is_linear=0
shrinkage=0.16829


Tree=6518
num_leaves=10
num_cat=0
split_feature=14 14 10 49 52 448 3 151 151
split_gain=0.167926 0.225926 0.209238 0.128853 0.167119 0.108657 0.132183 0.106051 0.197109
threshold=-0.31058999999999998 -1.0000000180025095e-35 -0.094984999999999986 0.11580500000000001 -0.023079999999999996 -0.065209999999999976 0.12991000000000003 -0.088484999999999994 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 -9
right_child=1 2 3 4 -6 6 -8 8 -10
leaf_value=-0.0054013903641263851 0.013605596821992118 -0.0079637983493341565 -0.0038502312896036531 0.0027585327096356659 -0.0095498685525108509 0.0083401622158585532 0.0095672155245080485 -0.0068041702004296547 0.0029224185960058202
leaf_weight=76 52 54 64 72 55 96 88 61 1718
leaf_count=76 52 54 64 72 55 96 88 61 1718
internal_value=0 0.00263391 0.0023747 0.00263472 -0.00255773 0.00296094 0.00318392 0.00288337 0.00258789
internal_weight=0 2260 2208 2154 127 2027 1963 1875 1779
internal_count=2336 2260 2208 2154 127 2027 1963 1875 1779
is_linear=0
shrinkage=0.16829


Tree=6519
num_leaves=23
num_cat=0
split_feature=1 3 4 1 47 43 4 1 12 12 0 0 15 3 484 3 15 3 484 3 4 15
split_gain=13.3858 3.39809 1.02201 0.911675 0.777581 0.582237 0.52633 0.40839 0.762672 0.351823 0.289126 0.288579 0.306922 0.287459 0.206019 0.189882 0.161499 0.15814 0.106673 0.154063 0.0852754 0.0113862
threshold=0.104035 -0.052614999999999995 0.043850000000000007 0.083555000000000018 0.10648500000000001 -0.084964999999999985 0.36766000000000004 0.090435000000000015 0.088435000000000014 0.11628000000000001 -0.11208499999999998 -0.10417499999999999 -0.41606999999999994 -0.14162499999999997 0.11701500000000002 -0.082284999999999983 -0.06784999999999998 -0.073444999999999983 0.087150000000000019 0.085315000000000016 -0.052454999999999995 0.093935000000000005
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 6 7 10 5 -3 15 9 -9 13 -4 16 -13 -1 18 -2 -7 -12 19 -15 21 -10
right_child=1 4 3 -5 -6 11 -8 8 20 -11 17 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0014787020887415496 0.0012600416993743661 4.2315700586706694e-05 0.001339030858518166 0.00067004048842875523 0.00076724085057344282 0.00063925397395840459 0.00075357697677511917 0.00089081056878535401 0.0012548603816035719 0.0010017652637014168 0.0011404691221669875 0.00048653747290063667 0.00014416484436531509 0.0012811677876599177 0.0010784090807918552 0.0009827275078608973 0.00039603511024212645 0.00090591692977699638 0.0014263259942389559 0.0010953609695864817 0.0013760836481229947 0.0011712259856731663
leaf_weight=78 59 52 54 62 62 73 65 96 54 52 85 55 60 982 61 53 52 53 55 54 52 67
leaf_count=78 59 52 54 62 62 73 65 96 54 52 85 55 60 982 61 53 52 53 55 54 52 67
internal_value=0 0.000617946 0.00121412 0.00101933 0.000431114 0.000359624 0.000991412 0.001246 0.00112793 0.00127074 0.00113194 0.000428227 0.000308215 0.00128209 0.00126874 0.00112913 0.000538357 0.00105064 0.00127935 0.00127152 0.00125931 0.00120884
internal_weight=0 531 1805 254 354 292 177 1551 269 1282 192 240 115 1230 1152 112 125 138 1091 1036 173 121
internal_count=2336 531 1805 254 354 292 177 1551 269 1282 192 240 115 1230 1152 112 125 138 1091 1036 173 121
is_linear=0
shrinkage=0.0032998


Tree=6520
num_leaves=31
num_cat=0
split_feature=3 3 43 3 49 52 10 14 13 3 49 3 15 16 15 474 3 43 52 1212 16 49 52 403 16 3 3 16 15 15
split_gain=8.76425 2.29439 2.51639 1.009 1.15577 0.653875 0.589532 0.435789 0.487406 0.322826 0.401894 0.31967 0.515006 0.302622 0.191806 0.159336 0.149691 0.14803 0.107618 0.100956 0.113328 0.093803 0.0920418 0.0889324 0.11201 0.0868935 0.0822418 0.0666901 0.0616845 0.0841403
threshold=-0.055839999999999994 0.25468500000000005 -0.049364999999999992 -0.097574999999999981 -0.014869999999999998 -0.087239999999999984 -1.0000000180025095e-35 0.076175000000000007 -0.0082249999999999979 -0.082304999999999975 0.10311000000000002 0.11372500000000001 -1.0000000180025095e-35 -0.0021749999999999994 -0.030229999999999996 0.023345000000000001 0.06269000000000001 0.061400000000000003 0.08901000000000002 0.090080000000000007 0.0045450000000000013 -0.0078949999999999975 0.0074400000000000013 -0.079109999999999986 -0.090394999999999989 -0.080604999999999996 -0.07908999999999998 -0.0011349999999999999 0.090455000000000021 0.087960000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 -4 -2 8 -6 15 17 12 16 -8 -10 19 -7 22 -19 20 28 -17 25 -24 -25 -11 -27 -16 29 -5
right_child=1 -3 5 9 7 11 13 -9 14 10 -12 -13 -14 -15 27 21 -18 18 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0007018406258134318 0.00042380203678465733 0.00040919490260985468 0.0013796151667494791 0.0014196859181471414 0.00091243399823239511 0.0011043610570624356 0.00067822516614876041 0.0015069022340951797 0.0010940721987901501 0.0012293318600282304 0.0010771116887515403 0.00084248186603408425 0.0013651864553959597 0.00099520051450541864 0.0014193575984265928 0.0014221494206796317 0.00085797450281323339 0.0011232681533714657 0.001335768312696614 0.0012720185639712711 0.0012624390485098528 0.0016249040746970909 0.0015328680240488755 0.0015052671500121995 0.0013225325272167158 0.0014745735265995433 0.0013067609521533333 0.0012623353341439342 0.0013172047239689928 0.0015683618585356197
leaf_weight=52 71 103 86 283 59 57 93 54 58 95 76 65 60 52 55 53 55 60 52 79 57 57 52 54 146 52 109 84 56 55
leaf_count=52 71 103 86 283 59 57 93 54 58 95 76 65 60 52 55 53 55 60 52 79 57 57 52 54 146 52 109 84 56 55
internal_value=0 0.00086106 0.000947344 0.00131386 0.00115866 0.00113188 0.00067123 0.00123518 0.00117772 0.00135589 0.00130601 0.00104184 0.00111697 0.000792142 0.00125699 0.00141007 0.000983682 0.00133401 0.00122224 0.00138563 0.00140545 0.00152753 0.00135858 0.00140537 0.00137205 0.00131239 0.00136118 0.00132472 0.00142605 0.00144398
internal_weight=0 642 539 1698 362 323 216 310 256 1336 696 237 172 145 197 640 112 620 112 530 451 110 508 252 200 256 161 139 394 338
internal_count=2340 642 539 1698 362 323 216 310 256 1336 696 237 172 145 197 640 112 620 112 530 451 110 508 252 200 256 161 139 394 338
is_linear=0
shrinkage=0.0032998


Tree=6521
num_leaves=14
num_cat=0
split_feature=1 16 147 52 150 150 13 457 1 1 12 47 16
split_gain=0.229323 0.317875 0.273524 0.208904 0.183662 0.188903 0.259147 0.136243 0.137157 0.249499 0.148942 0.0705653 0.0389777
threshold=0.13075500000000004 -0.41163499999999992 0.089365000000000014 -0.05670999999999999 0.10124000000000001 1.0000000180025095e-35 -0.023454999999999997 -0.085584999999999981 0.11070500000000001 0.10538500000000002 0.11769500000000001 0.091680000000000011 -0.012149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 7 -7 -1 9 10 -9 -10 -6
right_child=1 3 -4 -5 12 6 -8 8 11 -11 -12 -13 -14
leaf_value=0.011538698702896243 -0.011314586584560332 -0.0040919913641838928 -0.0062421331817728949 0.010906477719289476 0.0077293670957330604 0.0067868530162485423 -0.0082188583482451262 0.0042502881681572473 0.011871946005675356 -0.0068656039782925334 -0.0043543093151620057 0.0043071748144118205 0.014361527697026389
leaf_weight=70 70 53 74 52 52 54 82 1511 89 63 59 59 52
leaf_count=70 70 53 74 52 52 54 82 1511 89 63 59 59 52
internal_value=0 -0.00252434 0.00380329 0.00331871 0.00415966 0.00379745 -0.0022475 0.00424256 0.00395479 0.00350836 0.00392579 0.0088684 0.0110627
internal_weight=0 175 2165 105 2091 1987 136 1851 1781 1633 1570 148 104
internal_count=2340 175 2165 105 2091 1987 136 1851 1781 1633 1570 148 104
is_linear=0
shrinkage=0.16829


Tree=6522
num_leaves=11
num_cat=0
split_feature=49 2 16 151 49 124 11 41 51 49
split_gain=0.224554 0.19301 0.318038 0.138453 0.123289 0.123762 0.177113 0.252298 0.160838 0.0588823
threshold=-0.15498999999999999 -1.0000000180025095e-35 -0.055679999999999993 -0.27336999999999995 0.10581000000000002 -0.083584999999999979 0.084680000000000019 0.07677500000000001 -0.087909999999999988 0.11843000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 -7 -6
right_child=1 3 -4 4 9 6 -8 -9 -10 -11
leaf_value=-0.0076553063134979079 -0.010217710111305164 0.012023681391313006 0.0055818316247409653 0.011395890799840106 -0.0054650129118507425 -0.00134161126946231 -0.0043348928614939239 0.014002113175969128 0.0038779497224072038 0.001245849894187226
leaf_weight=57 78 52 67 56 60 187 81 65 1541 96
leaf_count=57 78 52 67 56 60 187 81 65 1541 96
internal_value=0 0.0030302 -0.00290484 0.00343356 0.00321856 0.00358664 0.00335232 0.0037006 0.00331206 -0.00132373
internal_weight=0 2283 145 2138 2086 1930 1874 1793 1728 156
internal_count=2340 2283 145 2138 2086 1930 1874 1793 1728 156
is_linear=0
shrinkage=0.16829


Tree=6523
num_leaves=15
num_cat=0
split_feature=49 0 49 0 2 1447 49 159 159 1429 1429 0 159 159
split_gain=0.178158 0.289777 0.149557 0.109116 0.180353 0.101078 0.132555 0.109803 0.14475 0.125809 0.187768 0.11693 0.11503 0.0694048
threshold=-0.020999999999999994 -0.069389999999999993 -0.072214999999999988 -0.14216999999999999 0.089570000000000025 -0.086059999999999984 -0.009244999999999998 0.10285000000000001 0.085345000000000018 0.087865000000000013 1.0000000180025095e-35 -0.040094999999999992 0.11819000000000002 0.108225
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 -7 8 9 10 11 -8 13 -9
right_child=5 -3 -4 4 -6 6 7 12 -10 -11 -12 -13 -14 -15
leaf_value=0.010856429834501344 0.0087708261562038856 -0.010513107747503159 -0.0039070337301454492 0.0080142684564932509 -0.0056841079062224442 0.010884928680296724 0.002820660972764863 0.0052286263647945011 -0.0044411568182438814 -0.0050699483557949043 0.012052848903012996 -0.0019180135021015007 0.0016683161674919426 0.013736596714461759
leaf_weight=52 80 75 95 57 52 54 1293 52 94 62 58 166 91 59
leaf_count=52 80 75 95 57 52 54 1293 52 94 62 58 166 91 59
internal_value=0 -0.00131081 0.00137816 0.00450791 0.00146278 0.00289945 0.00265502 0.00241704 0.00196796 0.00235064 0.0026551 0.00228028 0.00612751 0.00976707
internal_weight=0 331 256 161 109 2009 1929 1875 1673 1579 1517 1459 202 111
internal_count=2340 331 256 161 109 2009 1929 1875 1673 1579 1517 1459 202 111
is_linear=0
shrinkage=0.16829


Tree=6524
num_leaves=9
num_cat=0
split_feature=40 40 376 2 51 1374 128 128
split_gain=0.1309 0.123801 0.156425 0.170423 0.12902 0.12818 0.116141 0.118748
threshold=0.051255000000000002 -0.084709999999999994 0.084195000000000006 -0.0091949999999999983 0.14431500000000003 0.085820000000000021 0.10828500000000001 0.088865000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0040003014326083176 -0.0062653864285151907 -0.0054245011508824974 0.0098690647035949135 0.0018599087326228708 0.010157582403616555 0.010414766824561 -0.0058976934823890591 0.0082341472858057201
leaf_weight=90 54 82 76 1788 59 52 52 87
leaf_count=90 54 82 76 1788 59 52 52 87
internal_value=0 0.00210983 0.00236107 0.00209107 0.00239434 0.00216199 0.00193835 0.00215663
internal_weight=0 2286 2196 2120 2038 1979 1927 1875
internal_count=2340 2286 2196 2120 2038 1979 1927 1875
is_linear=0
shrinkage=0.16829


Tree=6525
num_leaves=27
num_cat=0
split_feature=16 10 483 15 159 42 474 160 42 2 15 16 1209 1212 15 131 403 159 16 48 1213 2 131 2 2 160
split_gain=0.198812 0.244151 0.249643 0.144651 0.143176 0.135856 0.351084 0.239 0.253463 0.165959 0.158579 0.173937 0.15567 0.194821 0.120915 0.114071 0.105548 0.0986206 0.0950974 0.0949438 0.0785764 0.129939 0.158165 0.0868941 0.0734867 0.0715302
threshold=-0.09391999999999999 -1.0000000180025095e-35 0.087775000000000006 0.12730000000000002 0.088625000000000023 0.08648500000000002 0.085500000000000007 -0.019794999999999997 0.090515000000000012 0.10472500000000001 -0.025694999999999999 -0.013125 0.086895000000000014 0.040035000000000008 -0.093464999999999979 0.080385000000000012 -0.0064299999999999991 0.085940000000000016 -0.082039999999999988 0.089670000000000014 -1.0000000180025095e-35 0.088475000000000012 0.089785000000000018 0.096930000000000016 0.090485000000000024 -0.077849999999999989
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 -1 4 5 15 6 9 8 -7 12 11 -11 13 14 -2 16 -3 -8 -9 24 -20 22 -22 -23 -18 -10
right_child=3 2 -4 -5 -6 7 17 18 25 10 -12 -13 -14 -15 -16 -17 19 -19 20 -21 21 23 -24 -25 -26 -27
leaf_value=-0.012410025305916766 0.007658908204365023 -0.0060480318126007807 -0.011174579475850826 0.01021782593185901 0.0087341535203591582 -0.010744606926417119 0.0064969832502642716 0.0067477915804197899 0.0048103018933703234 -0.0055365298997669078 -0.0076310462797420731 0.0075137083937745468 -0.0059608161215775144 0.011515704664405494 0.001585056267613196 -0.0073306161615457185 0.006749071158911389 0.015050606419438999 0.0058132494885639154 -0.0037562304500411369 -0.010124697773136099 0.0073008528518342134 0.0020129217869680107 -0.00091218850421563244 0.00092928764885411735 -0.0037110404837448823
leaf_weight=52 112 53 54 61 58 102 85 100 60 52 92 65 52 78 551 55 112 71 71 63 66 68 56 78 138 52
leaf_count=52 112 53 54 61 58 102 85 100 60 52 92 65 52 78 551 55 112 71 71 63 66 68 56 78 138 52
internal_value=0 -0.00140205 -0.00032473 0.00215074 0.000894676 0.00187802 0.00297262 -6.03246e-05 -0.00467433 0.00181423 -0.00239983 0.00169825 0.00292714 0.00355328 0.00261382 -0.00018108 0.000888396 0.0104015 0.00218478 0.00206867 0.000833456 -0.000479114 -0.00453861 0.00290076 0.00354374 0.000837923
internal_weight=0 585 533 1872 479 1811 1158 653 214 1002 209 117 793 741 663 421 366 156 439 313 339 268 122 146 250 112
internal_count=2457 585 533 1872 479 1811 1158 653 214 1002 209 117 793 741 663 421 366 156 439 313 339 268 122 146 250 112
is_linear=0
shrinkage=0.16829


Tree=6526
num_leaves=16
num_cat=0
split_feature=14 3 51 9 42 42 42 403 3 3 3 3 483 157 42
split_gain=0.167491 0.166126 0.125234 0.118673 0.12747 0.302467 0.138843 0.151272 0.136902 0.184688 0.115197 0.109521 0.107646 0.103749 0.0673822
threshold=-0.45687499999999998 0.31343500000000007 -0.22361999999999996 -1.0000000180025095e-35 0.08648500000000002 0.085790000000000019 0.095935000000000006 -0.085114999999999982 -0.015259999999999998 -0.052614999999999995 0.081640000000000004 -0.036004999999999988 0.0093900000000000008 0.065625000000000003 0.11720500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 -4 5 8 7 -6 9 -5 -10 14 -9 -2 -8
right_child=1 -3 3 4 6 -7 11 12 10 -11 -12 -13 -14 -15 -16
leaf_value=0.010445940164090424 0.0023533502735831927 -0.0064262401747849189 -0.0066890448930969843 0.0011133398296235158 -0.011076138950609698 0.014498151032788504 0.0011581528121309376 -0.00026205446337152193 0.0099820372494332493 -0.0091015021620048757 0.0025736236957904996 -0.0050398438864099337 -0.007676314923676074 0.01141805979873871 0.0065715589396755135
leaf_weight=53 95 85 58 919 52 53 160 351 84 53 207 52 66 58 111
leaf_count=53 95 85 58 919 52 53 160 351 84 53 207 52 66 58 111
internal_value=0 0.000877759 0.00114625 0.000816598 0.00102396 0.00203952 -0.000661235 -0.00251209 0.00151529 0.000554509 0.00471831 0.00202067 -0.00143984 0.00580139 0.00338208
internal_weight=0 2404 2319 2166 2108 1316 792 469 1263 972 291 323 417 153 271
internal_count=2457 2404 2319 2166 2108 1316 792 469 1263 972 291 323 417 153 271
is_linear=0
shrinkage=0.16829


Tree=6527
num_leaves=21
num_cat=0
split_feature=0 12 160 0 403 403 1455 42 403 403 160 0 2 49 12 49 42 12 42 403
split_gain=0.292408 0.196006 0.136893 0.171128 0.171114 0.168722 0.142223 0.191728 0.144409 0.12502 0.0986271 0.0952849 0.0850224 0.0834943 0.0714415 0.0687264 0.0681886 0.126044 0.0810657 0.0560868
threshold=0.14486500000000005 -0.12529499999999996 0.051820000000000005 -0.082654999999999992 -0.089804999999999982 0.0054350000000000006 0.078065000000000009 0.089005000000000015 -0.091109999999999983 -0.37559499999999996 0.08592000000000001 -0.087834999999999983 0.086285000000000014 -0.008624999999999999 0.094045000000000004 0.090000000000000011 0.11214000000000002 0.10862500000000001 0.095565000000000011 0.099240000000000009
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 -1 3 5 9 6 7 8 -3 14 -4 -9 -12 -14 -5 -15 17 18 -6 -7
right_child=-2 2 10 4 16 19 -8 11 -10 -11 12 -13 13 15 -16 -17 -18 -19 -20 -21
leaf_value=0.0099655074778703823 -0.0109018329122797 -0.0070189862830877213 0.0090730820070577898 0.0077279740727633937 4.4164804639918391e-06 0.0077627433164405924 -0.009768788076410696 -0.0032459566411224042 0.00079999570095449113 0.013698245835352015 0.0074069988534679904 -0.011627048062965497 -0.0034835829576594303 0.0068197339986699962 -0.00049843965382334197 -0.0010973756069941408 -0.0037576610822515192 0.008516448321819808 0.0055826881471454258 0.0010853589429765389
leaf_weight=70 58 76 82 62 564 66 63 96 558 52 72 65 82 72 57 54 79 65 85 79
leaf_count=70 58 76 82 62 564 66 63 96 558 52 72 65 82 72 57 54 79 65 85 79
internal_value=0 0.00118857 0.000924002 0.000369495 0.00197133 -0.00116826 -0.00206695 -0.00145435 -0.000134462 0.00680136 0.00393206 -0.00664079 0.00242006 0.000685171 0.00377249 0.00341243 0.000927528 0.00144843 0.000737775 0.00413711
internal_weight=0 2399 2329 1967 964 1003 858 795 634 171 362 161 280 208 119 126 793 714 649 145
internal_count=2457 2399 2329 1967 964 1003 858 795 634 171 362 161 280 208 119 126 793 714 649 145
is_linear=0
shrinkage=0.16829


Tree=6528
num_leaves=22
num_cat=0
split_feature=4 1 16 4 52 1 159 4 39 11 11 43 42 42 16 129 52 403 48 16 43
split_gain=5.95514 1.56153 0.822124 0.369776 0.392082 0.351855 0.310435 0.26595 0.222151 0.28929 0.174886 0.168044 0.155813 0.201 0.532603 0.165846 0.16227 0.152622 0.118392 0.0879036 0.0698169
threshold=0.30163500000000004 0.104035 0.22564000000000003 0.043850000000000007 -0.0082999999999999984 0.13130500000000003 0.083310000000000009 0.42953500000000006 0.084535000000000013 1.0000000180025095e-35 0.082485000000000017 -0.046639999999999994 -0.0033799999999999998 0.08350500000000001 -0.040964999999999994 0.085790000000000019 0.11110500000000002 -0.111355 0.083830000000000002 -0.36241499999999999 -0.026594999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 8 -5 7 18 -2 9 12 -11 -7 15 14 -14 17 -15 -1 -3 -6 -17
right_child=5 2 -4 4 19 11 -8 -9 -10 10 -12 -13 13 16 -16 20 -18 -19 -20 -21 -22
leaf_value=0.0010560488273842134 0.00021397437571051765 0.00062091584871675214 0.00081311840400199542 0.00046432365623780563 0.00085393013697296555 0.00026070473587060295 0.00023753760254928235 0.00050723671869849015 0.00062915493463201494 0.0011386486869503464 0.00087422226728300402 1.0941211235965876e-05 0.00047327312586928051 0.0008573498404368271 0.00083036062905813527 0.00068116592709228636 0.00074152928652768005 0.000881592537096488 0.00043692219694305563 0.00070573926490508478 0.00084710532233702829
leaf_weight=70 66 75 100 60 84 52 56 70 56 56 57 68 68 600 141 55 176 299 82 102 64
leaf_count=70 66 75 100 60 84 52 56 70 56 56 57 68 68 600 141 55 176 299 82 102 64
internal_value=0 0.000782096 0.000565866 0.000817925 0.000697746 0.000250138 0.000449619 0.000365177 0.000835908 0.000843186 0.00100558 0.000119466 0.000830704 0.000806384 0.000714348 0.000879722 0.000831127 0.000914783 0.000525042 0.000772854 0.000770707
internal_weight=0 2201 313 1888 246 256 213 136 1642 1586 113 120 1473 985 209 488 776 369 157 186 119
internal_count=2457 2201 313 1888 246 256 213 136 1642 1586 113 120 1473 985 209 488 776 369 157 186 119
is_linear=0
shrinkage=0.0032998


Tree=6529
num_leaves=21
num_cat=0
split_feature=4 14 1 4 12 3 133 51 51 11 4 0 43 4 1453 0 0 1 15 15
split_gain=0.23476 0.207246 0.1446 0.203431 0.253022 0.168338 0.144882 0.134153 0.279636 0.262056 0.250196 0.230643 0.140754 0.132177 0.152585 0.11749 0.105205 0.101966 0.0766904 0.0422481
threshold=0.03851000000000001 -0.45687499999999998 0.14367000000000005 0.066275000000000014 0.089005000000000015 -0.13392999999999997 0.094055000000000014 -0.085574999999999984 -0.09193999999999998 0.082485000000000017 -0.46376499999999993 0.0037850000000000002 -0.079109999999999986 -0.087839999999999988 -0.048199999999999993 -0.14766999999999997 -0.091809999999999989 0.086050000000000015 -0.10065999999999999 0.083885000000000015
decision_type=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 -3 -5 16 8 12 10 -9 13 -1 19 -15 -16 18 -14 -7 -12
right_child=1 2 -4 5 -6 6 -8 9 -10 -11 11 -13 17 14 15 -17 -18 -19 -20 -21
leaf_value=-0.0023396241716262668 0.0084925814426640538 -0.01572249619302821 -0.010713206005690451 -0.0081341471058393681 -0.00073239320225225251 -0.0011987816608931975 -0.0061139956277608482 0.01334899802889156 0.016731767348441149 -0.010050227390146008 0.010919944983519836 -0.0090068813699959952 0.0007955447794638289 -0.0064980025629151564 0.0097457236903615158 0.0016379386044171765 0.0096620778605798329 0.01053237427830229 0.0055546122287950675 0.00470765472017084
leaf_weight=83 53 57 55 55 73 111 52 54 53 52 52 55 52 63 53 1183 62 75 83 81
leaf_count=83 53 57 55 55 73 111 52 54 53 52 52 55 52 63 53 1183 62 75 83 81
internal_value=0 -0.0015485 -0.00252291 -0.00160554 -0.0073188 0.000435586 0.00197173 0.00227701 0.00580109 0.00169406 0.00209153 0.00168151 0.00303385 0.00209328 0.00157416 0.00198706 0.00362116 0.00655979 0.0016813 0.00715003
internal_weight=0 601 548 493 130 363 308 1856 263 1593 1541 1487 210 1432 1299 1236 256 127 194 133
internal_count=2457 601 548 493 130 363 308 1856 263 1593 1541 1487 210 1432 1299 1236 256 127 194 133
is_linear=0
shrinkage=0.16829


Tree=6530
num_leaves=15
num_cat=0
split_feature=9 16 16 3 48 3 131 393 13 48 3 3 3 13
split_gain=0.265504 0.242571 0.196613 0.319772 0.175155 0.18519 0.172682 0.137996 0.169601 0.196004 0.119332 0.100949 0.0979404 0.0577981
threshold=0.082870000000000013 -0.15796999999999997 -0.093079999999999982 -0.052614999999999995 0.10911000000000001 0.10812000000000001 0.080385000000000012 0.086855000000000016 0.23342000000000004 0.093265000000000015 -0.082254999999999981 -0.13392999999999997 0.045635000000000002 -0.032264999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 10 5 7 11 8 9 -4 -3 -1 13 -13
right_child=-2 2 4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.014039105760756275 -0.0087378348648449611 0.0059826656328947781 0.0018928585488279864 -0.015572433370945578 0.0090955183998870405 -0.0068633781761586804 -0.0025952849088680795 -0.005656038332924755 0.011001082225958823 -0.0062120482528114102 -0.0039049859695240384 0.0057488644942150988 0.010457961587690754 -0.0012176688704432549
leaf_weight=53 74 55 1364 52 79 81 59 75 54 90 93 91 83 53
leaf_count=53 74 55 1364 52 79 81 59 75 54 90 93 91 83 53
internal_value=0 0.00150181 0.000775999 -0.00421942 0.00135023 0.000981432 0.00565655 0.00138398 0.0017353 0.00138994 -0.000218382 0.00740175 0.00584415 0.00317232
internal_weight=0 2282 1943 200 1743 1664 339 1583 1508 1454 148 280 227 144
internal_count=2356 2282 1943 200 1743 1664 339 1583 1508 1454 148 280 227 144
is_linear=0
shrinkage=0.16829


Tree=6531
num_leaves=12
num_cat=0
split_feature=3 9 13 0 13 0 0 0 51 3 13
split_gain=0.206913 0.276616 0.274051 0.258444 0.194137 0.160325 0.144956 0.177997 0.23796 0.132372 0.0899682
threshold=-0.15680499999999997 0.081890000000000004 0.089520000000000016 0.0037850000000000002 -0.42334499999999992 -0.037224999999999994 -0.23046999999999998 -0.097074999999999981 0.084400000000000017 -0.015069999999999998 -0.014449999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 -6 8 -8 -5 -9
right_child=1 -3 -4 9 5 -7 7 10 -10 -11 -12
leaf_value=0.016243478524676599 0.011532893698257177 -0.010230544569552637 0.001062884906306861 -0.0012814363655849364 0.0077299787230754521 0.0099891563525730722 -0.00087403713212755123 0.002273729236744466 -0.012495803090401183 -0.012074789547794357 -0.0005306382642023662
leaf_weight=57 52 65 83 69 83 56 299 991 60 61 480
leaf_count=57 52 65 83 69 83 56 299 991 60 61 480
internal_value=0 0.000583398 0.00725639 0.000911014 0.0013796 0.00111054 0.000849696 0.000536658 -0.0028214 -0.00635983 0.00135742
internal_weight=0 2216 140 2151 2021 1969 1913 1830 359 130 1471
internal_count=2356 2216 140 2151 2021 1969 1913 1830 359 130 1471
is_linear=0
shrinkage=0.16829


Tree=6532
num_leaves=17
num_cat=0
split_feature=3 9 16 3 16 50 130 133 47 3 483 3 151 3 42 133
split_gain=0.152789 0.167429 0.158549 0.248287 0.162142 0.194126 0.135472 0.132861 0.175364 0.315978 0.0915865 0.157265 0.0962689 0.0806264 0.0599776 0.0599379
threshold=-0.23303499999999996 0.081890000000000004 -0.15796999999999997 -0.11197999999999998 -0.097069999999999976 0.082190000000000013 -0.082104999999999984 -0.050299999999999991 0.080455000000000013 0.08734500000000002 -0.069964999999999986 -0.081979999999999983 -0.15028499999999997 -0.14906999999999998 0.093565000000000023 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 13 5 -5 -6 -2 9 14 11 -8 -12 -4 15 -9
right_child=1 -3 3 4 6 -7 10 8 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=0.0078222440215370091 0.012072243041716047 -0.0073185005931992817 -0.0030978740495524581 -0.010777941828799683 -0.0065821578167446848 0.0017965589884427306 0.0030632916477924175 0.0077081178465039073 -0.0054198333649546218 0.016408882209784283 -0.0051169037653870991 -0.0098861799283004644 0.0021154793222984999 -0.012113215784624086 -0.0031956712492414315 -0.00034058945359573186
leaf_weight=85 52 74 60 73 61 66 54 52 58 52 54 52 1402 54 55 52
leaf_count=85 52 74 60 73 61 66 54 52 58 52 54 52 1402 54 55 52
internal_value=0 0.000552478 0.000818408 0.000226026 0.000719412 -0.00479439 0.00119274 0.00427483 0.00276085 0.00501808 0.00149752 -0.00327233 0.00184601 -0.00738406 0.00128149 0.00366649
internal_weight=0 2271 2197 1876 1762 139 1623 321 269 211 1562 106 1456 114 159 104
internal_count=2356 2271 2197 1876 1762 139 1623 321 269 211 1562 106 1456 114 159 104
is_linear=0
shrinkage=0.16829


Tree=6533
num_leaves=28
num_cat=0
split_feature=1 12 43 2 47 43 123 1 47 15 15 0 0 0 16 0 13 0 42 42 484 13 16 151 43 12 48
split_gain=3.74951 1.19112 0.530269 0.432753 0.350561 0.286919 0.251608 0.392091 0.205123 0.156961 0.151202 0.231326 0.222179 0.323662 0.296766 0.187681 0.0755419 0.0915344 0.0835735 0.102752 0.0753554 0.131792 0.162598 0.0922324 0.0525608 0.132662 0.046012
threshold=0.118385 0.077755000000000005 -0.078139999999999973 0.11517500000000001 0.085505000000000012 -0.085594999999999991 0.085215000000000013 0.13712000000000005 0.077555000000000013 -0.0036549999999999998 0.03981500000000001 -0.11471499999999998 -0.069734999999999978 0.11535000000000002 0.30714500000000006 -0.10147999999999999 0.055020000000000006 -0.084444999999999978 0.11309000000000001 0.096190000000000012 0.085560000000000011 -0.083739999999999995 -0.012149999999999999 -0.0038099999999999996 -0.013199999999999998 0.085325000000000012 0.084965000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 6 -1 7 -2 9 26 11 -3 20 14 -14 -12 17 24 19 -19 21 22 -13 -23 -17 -26 -4
right_child=4 10 3 -5 -6 -7 -8 -9 -10 -11 15 12 13 -15 -16 16 -18 18 -20 -21 -22 23 -24 -25 25 -27 -28
leaf_value=0.00052083790072905299 0.00031164424555699588 0.00049947856286738793 0.00046700637771335295 0.00035625698030121634 0.0004691891017627811 0.00021183781578709872 0.00038970546565796137 -4.5002920844052622e-05 0.00085837939822298436 0.0007293227905258231 0.00095559438133472566 0.00086915642451459117 0.00032720334978177552 0.0008049366846658852 0.00066468490067015133 0.0008037208818288819 0.00065766611579348895 0.00079300587978083765 0.0007001607529741454 0.00094878960896776783 0.00083742412236088935 0.00080603731986866802 0.00067228046048436779 0.00065561131035812858 0.00054865013573040687 0.00075031759940745641 0.00061031044901877689
leaf_weight=67 66 56 52 56 81 65 59 68 55 91 57 133 52 66 64 53 80 324 88 57 101 59 73 220 57 103 53
leaf_count=67 66 56 52 56 81 65 59 68 55 91 57 133 52 66 64 53 80 324 88 57 101 59 73 220 57 103 53
internal_value=0 0.000697501 0.000544504 0.000619874 0.000286644 0.000368946 0.000209849 0.000130396 0.000678549 0.000627906 0.000738359 0.000706284 0.000721317 0.000619509 0.000513704 0.000770587 0.000756702 0.000768267 0.000794668 0.000816405 0.000752877 0.000735197 0.000799561 0.000687548 0.000709969 0.000678694 0.000539676
internal_weight=0 2082 439 307 274 132 193 134 251 196 1643 824 768 182 116 819 762 682 469 381 586 485 206 279 213 160 105
internal_count=2356 2082 439 307 274 132 193 134 251 196 1643 824 768 182 116 819 762 682 469 381 586 485 206 279 213 160 105
is_linear=0
shrinkage=0.0032998


Tree=6534
num_leaves=28
num_cat=0
split_feature=1 4 3 12 159 51 12 1 3 16 43 3 3 4 0 3 12 1 42 51 159 52 43 3 42 1 42
split_gain=16.5958 2.36256 1.87082 0.945181 0.935655 0.875084 0.803199 0.719738 0.500921 0.489787 0.486875 0.480581 0.414908 0.290118 0.374894 0.301342 0.243619 0.263195 0.164627 0.157665 0.147125 0.134037 0.130686 0.278057 0.217605 0.0950271 0.0830958
threshold=0.10335000000000001 0.27287000000000006 -0.06340999999999998 0.077755000000000005 0.083310000000000009 -0.096089999999999981 0.090345000000000023 0.13662500000000002 -0.13392999999999997 -0.42004999999999992 -0.074359999999999996 0.091170000000000015 0.0045450000000000013 0.032965000000000001 -0.083264999999999992 -0.065259999999999999 0.094085000000000016 0.078015000000000015 0.091010000000000021 -0.047599999999999996 -0.085469999999999977 0.087105000000000016 -0.081799999999999984 -0.085104999999999986 1.0000000180025095e-35 0.094165000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 5 12 -1 8 9 -5 -3 -7 -12 -4 14 21 16 17 -16 20 -2 -10 -8 23 -22 -24 -18 -15
right_child=1 7 4 6 -6 10 13 -9 18 -11 11 -13 -14 26 15 -17 25 -19 -20 -21 22 -23 24 -25 -26 -27 -28
leaf_value=0.0015498265992452112 0.0010627142363442046 0.00070606215396236622 0.00062037062959153459 0.0017411655991093756 0.00029616029330635578 0.00083284325770512264 0.0016199767366748825 0.00018400068208471019 0.0015521078244547081 0.00031528546291408911 0.0013122432360528065 0.00092450569164081856 0.00097561245136936685 0.0010342776522203792 0.001317481705524054 0.0010487419216342116 0.0013442815637526625 0.0010432074547252165 0.0015828910226118756 0.001308152949910042 0.0013574666700497315 0.0013780852640190736 0.0014308862852780567 0.0015854460728074733 0.0012773001647839127 0.0015129048799730964 0.0012195590979776154
leaf_weight=52 54 101 67 58 52 66 53 80 72 54 99 55 79 52 104 56 170 63 66 67 145 54 207 103 211 52 64
leaf_count=52 54 101 67 58 52 66 53 80 72 54 99 55 79 52 104 56 170 63 66 67 145 54 207 103 211 52 64
internal_value=0 0.000690209 0.000875274 0.0013434 0.000677318 0.00116332 0.00137539 0.000438843 0.0014423 0.000570148 0.00107181 0.00117399 0.000812832 0.00128901 0.00132093 0.00127822 0.00131117 0.00121422 0.00142069 0.00119891 0.00140614 0.00149823 0.0013903 0.00145229 0.00135344 0.00138394 0.00113681
internal_weight=0 554 319 1802 198 272 1530 235 862 155 220 154 146 668 552 445 389 167 804 121 738 107 666 248 418 222 116
internal_count=2356 554 319 1802 198 272 1530 235 862 155 220 154 146 668 552 445 389 167 804 121 738 107 666 248 418 222 116
is_linear=0
shrinkage=0.0032998


Tree=6535
num_leaves=22
num_cat=0
split_feature=1 2 12 12 34 2 4 4 0 4 0 0 1 4 0 157 457 13 4 12 12
split_gain=10.4127 2.06183 2.03826 1.02749 0.566596 0.559851 0.461658 0.443958 0.291457 0.599173 0.404012 0.215488 0.187269 0.1859 0.295762 0.150819 0.127294 0.124142 0.108762 0.103837 0.0409814
threshold=0.10538500000000002 0.114805 0.087245000000000003 -0.088684999999999986 -0.010024999999999997 0.14106500000000002 0.032965000000000001 0.41939500000000002 -0.077584999999999987 -0.44205499999999992 -0.04478999999999999 -0.10946999999999998 0.11654500000000001 -0.08916499999999998 -0.11208499999999998 -0.087424999999999989 0.035070000000000011 -0.04917499999999999 -0.079374999999999987 0.085425000000000015 0.10266500000000002
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 4 -1 -2 7 8 -3 13 19 18 -8 -4 -5 -15 -16 -17 -13 -11 -10 -20
right_child=1 5 12 6 -6 -7 11 -9 9 10 -12 17 -14 14 15 16 -18 -19 20 -21 -22
leaf_value=0.00060436914818572508 0.00014547680013961899 0.00052136586606337518 0.0011226276602149315 0.0012164510196804106 0.00055857691465969583 8.8571603582565028e-06 0.0010188411418880713 0.00013428858052334642 0.0012612192945148626 0.00080975824944239691 0.00062349485864837543 0.00088685008376379365 0.00084434370863450286 0.00082986635574772562 0.00089857096495829449 0.0010588538359840337 0.0012115245400537435 0.00070333903840692151 0.0010003667117485478 0.0010557883158781301 0.00089091510145901094
leaf_weight=73 60 72 56 76 92 90 76 59 59 62 55 93 53 67 62 805 68 76 158 56 59
leaf_count=73 60 72 56 76 92 90 76 59 59 62 55 93 53 67 62 805 68 76 158 56 59
internal_value=0 0.000444409 0.000643068 0.000989243 0.000395743 0.000209633 0.00100508 0.000347302 0.00102654 0.000955081 0.000883907 0.000871156 0.000987639 0.00105628 0.00104409 0.0010594 0.00107079 0.000804533 0.000935116 0.00116149 0.00097077
internal_weight=0 482 261 1845 152 221 1772 131 1527 449 334 245 109 1078 1002 935 873 169 279 115 217
internal_count=2327 482 261 1845 152 221 1772 131 1527 449 334 245 109 1078 1002 935 873 169 279 115 217
is_linear=0
shrinkage=0.0032998


Tree=6536
num_leaves=17
num_cat=0
split_feature=11 4 4 480 160 42 48 50 4 160 42 4 39 16 42 4
split_gain=0.177816 0.203605 0.17942 0.132352 0.113018 0.208101 0.107136 0.123129 0.283689 0.114962 0.20449 0.0982963 0.0966645 0.0861978 0.0671856 0.0567525
threshold=0.084110000000000004 -0.14994999999999997 0.27161500000000005 0.056320000000000009 0.11224000000000002 0.08512500000000002 0.10697000000000002 0.10583000000000002 -0.021234999999999997 -0.14025999999999997 0.087130000000000027 -0.47860499999999995 0.085495000000000015 -0.49181999999999998 0.089180000000000023 -0.0063999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 9 -9 10 -1 -11 13 -4 15 -5
right_child=1 -3 12 14 5 -7 -8 8 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.008670284591747613 0.0024221870379634741 0.016531455926409422 -0.00061391409601416495 0.0019384213630634999 -0.0096583716889077527 0.0053878092007245406 0.0092813653534962216 0.015868053092747195 0.0008319266208881576 0.01004534369772116 0.0053126957504382195 0.0029500258407241004 0.002922887376589722 -0.0093406261992748894 0.012725136724341012 0.0095999307643351607
leaf_weight=64 55 62 78 57 52 52 89 68 75 58 55 1304 89 55 60 54
leaf_count=64 55 62 78 57 52 52 89 68 75 58 55 1304 89 55 60 54
internal_value=0 0.00991425 0.00317369 0.00368065 0.00325776 -0.00211801 0.00358518 0.00327191 0.00799454 0.00281469 -0.00219247 0.0032535 -0.00135803 -0.00423621 0.00816367 0.00568183
internal_weight=0 117 2210 1988 1817 104 1713 1624 143 1481 119 1362 222 133 171 111
internal_count=2327 117 2210 1988 1817 104 1713 1624 143 1481 119 1362 222 133 171 111
is_linear=0
shrinkage=0.16829


Tree=6537
num_leaves=30
num_cat=0
split_feature=12 2 2 2 12 150 16 2 2 16 16 52 3 3 52 16 3 3 16 484 402 3 13 133 12 16 160 3 13
split_gain=13.9097 4.03392 1.99327 1.90446 1.24527 0.914103 0.511826 0.433651 0.34925 0.340813 0.377538 0.497922 0.250085 0.249513 0.17002 0.249108 0.222845 0.147613 0.136906 0.135854 0.154897 0.117787 0.101576 0.0995854 0.233752 0.0905333 0.0525992 0.0420754 0.0269918
threshold=0.077755000000000005 0.13459500000000005 0.12708000000000003 -0.0091949999999999983 0.092150000000000024 0.094365000000000018 0.0014300000000000001 0.10124000000000001 0.087610000000000007 -0.23071499999999998 0.21684500000000004 -0.41304999999999997 -0.080884999999999985 -0.082794999999999994 0.024560000000000002 -0.077589999999999978 -0.08095999999999999 0.12991000000000003 -0.10803999999999998 -0.081684999999999994 0.089785000000000018 -0.082254999999999981 -0.08205999999999998 0.082925000000000013 0.089005000000000015 -0.063814999999999997 -0.014774999999999998 0.0051600000000000005 -0.086124999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 8 6 7 27 19 -6 14 13 23 -12 16 -16 -11 -4 -9 -2 21 22 -21 24 -10 -17 -25 -5 -23
right_child=1 -3 17 5 9 -7 -8 18 12 10 11 -13 -14 -15 15 25 -18 -19 -20 20 -22 28 -24 26 -26 -27 -28 -29 -30
leaf_value=0.0010323675139574183 0.0019229884264036655 0.0010048126831384769 0.00085672362724157583 0.001753569365129295 0.0015679406537930797 0.001158597171906718 0.0018208059654249997 0.0014975203692430008 0.0016676948454578608 0.001718295306830326 0.0020154007703042805 0.0014907123600014841 0.0020797184483870241 0.0016992598514276216 0.0021072116976693272 0.0017623039805447524 0.0019426971889684641 0.0010812785396257178 0.0012614283943205426 0.0021686738054274525 0.0022274233881384923 0.0020239112581385259 0.0020449096745553479 0.0018430501515063387 0.0019692044636045016 0.0019447236059165005 0.0019875396303843797 0.0016053734828677115 0.0019117174630304476
leaf_weight=103 75 52 65 52 52 58 92 58 66 101 56 66 95 58 89 52 102 68 56 131 73 73 218 52 53 95 98 53 65
leaf_count=103 75 52 65 52 52 58 92 58 66 101 56 66 95 58 89 52 102 68 56 131 73 73 218 52 53 95 98 53 65
internal_value=0 0.00191131 0.00132944 0.00143014 0.00193951 0.00154107 0.00161229 0.00152453 0.00201371 0.00182899 0.00185087 0.00172154 0.00193068 0.00185487 0.00190381 0.00196611 0.00183122 0.000971799 0.00138185 0.00206125 0.00207971 0.00205749 0.00209147 0.00187791 0.00180228 0.00188043 0.00193768 0.0016791 0.00197132
internal_weight=0 1722 605 472 1670 369 311 219 999 671 619 180 364 114 439 236 203 133 114 635 560 487 349 269 119 147 150 105 138
internal_count=2327 1722 605 472 1670 369 311 219 999 671 619 180 364 114 439 236 203 133 114 635 560 487 349 269 119 147 150 105 138
is_linear=0
shrinkage=0.0032998


Tree=6538
num_leaves=17
num_cat=0
split_feature=12 156 484 160 47 1427 150 12 11 376 457 133 1453 130 1 1
split_gain=0.171672 0.183136 0.242992 0.13749 0.134576 0.123384 0.112299 0.109447 0.115053 0.102238 0.136874 0.139959 0.0772369 0.0841368 0.0885646 0.0402706
threshold=0.083570000000000019 0.097880000000000009 0.08789000000000001 -0.081969999999999987 0.096770000000000009 0.08486500000000001 0.10194500000000001 0.084055000000000005 0.080455000000000013 0.084495000000000015 0.018630000000000004 -0.0059799999999999992 -1.0000000180025095e-35 -0.09163499999999998 0.10335000000000001 0.10296000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 7 -2 12 10 11 -5 -9 -14 -15 -10
right_child=5 -3 -4 4 -6 -7 -8 8 15 -11 -12 -13 13 14 -16 -17
leaf_value=0.0094812182010298434 0.01235833544898938 0.011506617295088548 -0.0093934178910782418 0.0040593476224989478 0.0080041815222118597 0.01327501253833337 -0.0017772663648414305 0.0096450494136815397 0.006480064124444628 0.0071727214809851683 0.0049463803565287061 -0.0045565052306956698 0.010628300349678977 0.0042926422855948379 -0.0018576507691195 0.01284046785213486
leaf_weight=67 60 54 55 70 74 53 66 80 52 53 92 223 56 1136 70 66
leaf_count=67 60 54 55 70 74 53 66 80 52 53 92 223 56 1136 70 66
internal_value=0 0.00209438 0.00128988 0.0023078 0.00136558 0.00526699 0.00499825 0.00529363 0.00500207 0.000239889 -0.000709834 -0.00249198 0.00455663 0.00423264 0.00393417 0.0100528
internal_weight=0 688 634 579 512 1639 1586 1520 1460 438 385 293 1342 1262 1206 118
internal_count=2327 688 634 579 512 1639 1586 1520 1460 438 385 293 1342 1262 1206 118
is_linear=0
shrinkage=0.16829


Tree=6539
num_leaves=17
num_cat=0
split_feature=2 43 1210 30 1 1 2 13 1 1429 2 475 1 51 13 13
split_gain=0.204041 0.17741 0.1752 0.153727 0.217015 0.130919 0.201241 0.204545 0.128828 0.0922555 0.0853453 0.0932904 0.093428 0.0637835 0.101664 0.0442862
threshold=0.10527500000000002 -0.09583499999999999 -0.091799999999999979 0.086065000000000016 0.10658000000000002 0.11869500000000001 0.10887500000000001 0.0015850000000000003 0.11646000000000002 0.087865000000000013 0.10205500000000002 -0.085684999999999997 0.096300000000000011 -0.024714999999999997 -0.067909999999999984 -0.079299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 9 6 -3 13 -6 10 11 -4 -13 -8 -15 -7
right_child=1 5 3 -5 8 15 7 -9 -10 -11 -12 12 -14 14 -16 -17
leaf_value=-0.0044592203187198759 0.0090379603139591445 -0.0062601185085990087 0.010065493688184796 -0.0037236747626103006 0.017867944340968521 -0.0020829235967384069 0.010719051513242614 -0.004615807584789456 0.0073680339341029386 -0.0021966423574125088 0.010821387182246853 0.0045036601781749284 -0.0011847889951038741 -0.00075560122174210488 0.0082067874805646923 -0.0085033272829212643
leaf_weight=60 64 78 80 58 54 66 60 67 88 56 63 1244 87 65 79 58
leaf_count=60 64 78 80 58 54 66 60 67 88 56 63 1244 87 65 79 58
internal_value=0 0.000721025 0.00446546 0.00477603 0.00507195 -0.000400512 0.00126425 0.00343657 0.0113736 0.00448592 0.00474102 0.00446826 0.00413049 0.00609003 0.00414879 -0.0051005
internal_weight=0 537 1790 1730 1672 473 349 271 142 1530 1474 1411 1331 204 144 124
internal_count=2327 537 1790 1730 1672 473 349 271 142 1530 1474 1411 1331 204 144 124
is_linear=0
shrinkage=0.16829


Tree=6540
num_leaves=21
num_cat=0
split_feature=1 151 41 43 12 13 13 157 12 12 13 151 15 16 13 483 15 43 482 15
split_gain=0.414117 0.204782 0.228346 0.114393 0.144737 0.18916 0.141064 0.356128 0.14951 0.165339 0.12906 0.126087 0.0916524 0.09489 0.0878474 0.117944 0.0622254 0.0577121 0.0557195 0.036014
threshold=0.14967500000000003 0.084350000000000008 0.079395000000000007 -0.038674999999999994 0.095165000000000013 -0.049744999999999991 -0.067389999999999992 -0.029304999999999998 0.094185000000000005 0.090715000000000018 0.055020000000000006 -0.086824999999999986 0.095970000000000014 -0.015379999999999998 -0.073629999999999987 0.08740500000000001 0.094970000000000013 -0.083154999999999993 0.085675000000000015 0.091230000000000019
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 2 3 6 11 16 14 -8 9 -9 -7 -5 13 -13 15 17 -6 -1 -17 -10
right_child=-2 -3 -4 4 5 10 7 8 19 -11 -12 12 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.0067046658725058847 -0.012179487723844194 0.010922612740067662 -0.005253285733468901 -0.0024717030991074623 -0.0087177235201340714 0.010238596188815879 -0.01259378178084395 0.0010754848242346216 0.0071502270953138535 -0.0093614143290447691 4.2378289069881448e-05 0.0042076686417863354 0.012623873422673225 0.0085561138547427373 0.0099261456983481648 -0.0052718293634643884 -0.00072798499861465211 0.0025108754179521018 0.002144031235031952 0.0018942588224904154
leaf_weight=163 52 89 98 55 52 66 59 196 107 55 76 546 53 194 56 62 60 221 53 58
leaf_count=163 52 89 98 55 52 66 59 196 107 55 76 546 53 194 56 62 60 221 53 58
internal_value=0 0.00299994 0.00268294 0.00304858 0.00424152 0.000709334 0.00177051 -0.000354908 0.00137657 -0.00120433 0.00479412 0.0052974 0.0058385 0.00535009 0.0035928 0.00287844 -0.00445355 0.00429573 -0.00183846 0.00531356
internal_weight=0 2319 2230 2132 1102 254 1030 475 416 251 142 848 793 740 555 499 112 384 115 165
internal_count=2371 2319 2230 2132 1102 254 1030 475 416 251 142 848 793 740 555 499 112 384 115 165
is_linear=0
shrinkage=0.16829


Tree=6541
num_leaves=16
num_cat=0
split_feature=1 15 1 151 3 133 157 3 0 151 48 13 0 15 42
split_gain=0.296886 0.256733 0.247675 0.124563 0.15969 0.262428 0.148536 0.140435 0.638416 0.109722 0.0826707 0.0796289 0.0788797 0.108301 0.0421417
threshold=0.13662500000000002 -0.41309499999999993 0.12986500000000004 0.084990000000000024 -0.09224499999999998 -0.0068049999999999994 -0.087424999999999989 -0.23303499999999996 -0.068669999999999995 -0.079059999999999978 0.091150000000000023 -0.086124999999999993 0.024745000000000003 0.076335000000000014 -0.049939999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 -7 14 10 11 -8 13 -11 -9
right_child=1 -3 -4 -5 6 7 9 8 -10 12 -12 -13 -14 -15 -16
leaf_value=-0.0086632388744174778 0.0022620538736730909 -0.012307867230085902 0.013950607723068777 0.0088878945570346549 -0.0034225755835173466 0.0076456763084838952 0.013914675538016823 0.0019019753938986949 -0.015152836995143269 0.00076738781015267814 0.00072684119704802415 0.0060965255427071286 0.0088897803131812638 0.0038709604580402118 0.006974886390598508
leaf_weight=93 65 72 54 81 99 79 52 95 63 599 53 133 56 684 93
leaf_count=93 65 72 54 81 99 79 52 95 63 599 53 133 56 684 93
internal_value=0 -0.00538202 0.00268496 0.00240508 0.00215405 -0.000764436 0.00289171 0.00145615 -0.000484795 0.00328924 0.00662402 0.00830377 0.00269516 0.00242338 0.004421
internal_weight=0 137 2234 2180 2099 423 1676 330 251 1577 238 185 1339 1283 188
internal_count=2371 137 2234 2180 2099 423 1676 330 251 1577 238 185 1339 1283 188
is_linear=0
shrinkage=0.16829


Tree=6542
num_leaves=18
num_cat=0
split_feature=1 1 14 2 3 4 2 0 2 2 16 2 155 0 16 3 0
split_gain=13.1646 2.80784 1.30149 1.22566 1.18711 0.983522 0.71569 0.455465 0.376432 0.371446 0.293741 0.233881 0.223644 0.296354 0.0961865 0.0902118 0.0519631
threshold=0.10915500000000002 0.13662500000000002 0.076175000000000007 -0.0050599999999999994 -0.024114999999999994 0.036620000000000007 0.114165 -0.11208499999999998 0.14823500000000003 0.11366500000000002 -0.078844999999999985 0.10656 0.11245500000000001 -0.076539999999999983 0.41593000000000008 0.045635000000000002 -0.10566999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 7 -2 -5 -3 12 11 16 13 -9 -12 -6 -7
right_child=1 8 -4 5 15 10 -8 9 -10 -11 14 -13 -14 -15 -16 -17 -18
leaf_value=0.00070170906719022345 0.0011735928404171376 0.00033656840702437176 0.0016436421517597463 0.0010142225130165938 0.00045414341933184757 0.0012679621990928131 0.000676530390669986 0.0012862605180264676 -1.0403407673254065e-05 0.0010191805166010859 0.00078170320817625696 0.00092898271559359378 0.0014764760592850419 0.0011700398333672364 0.00098732404907215534 0.00062101295174437591 0.0011167192773239155
leaf_weight=54 82 75 73 93 61 60 52 1003 62 71 52 54 55 325 53 92 54
leaf_count=54 82 75 73 93 61 60 52 1003 62 71 52 54 55 325 53 92 54
internal_value=0 0.000568286 0.0012101 0.00119319 0.000753853 0.00120775 0.000980966 0.00124009 0.000179288 0.00125451 0.00102441 0.00111081 0.00126656 0.00125784 0.000885828 0.000554714 0.00119663
internal_weight=0 424 1947 1874 287 1820 134 1547 137 1454 273 168 1383 1328 105 153 114
internal_count=2371 424 1947 1874 287 1820 134 1547 137 1454 273 168 1383 1328 105 153 114
is_linear=0
shrinkage=0.0032998


Tree=6543
num_leaves=28
num_cat=0
split_feature=1 12 1 1 12 51 43 3 3 3 52 16 12 15 16 43 11 16 49 15 52 52 16 42 12 3 16
split_gain=9.42637 2.08509 1.6155 1.20683 0.617087 0.312854 0.348201 0.288681 0.273743 0.256187 0.245458 0.281647 0.237289 0.271932 0.331196 0.169865 0.202932 0.165301 0.160519 0.152025 0.129465 0.112568 0.163721 0.107167 0.104953 0.102256 0.0546233
threshold=0.11869500000000001 0.077755000000000005 0.10141500000000002 0.13662500000000002 0.099815000000000015 -0.10386999999999998 -0.049364999999999992 0.0025650000000000004 0.09037000000000002 -0.029309999999999996 -0.14715499999999998 -0.025314999999999994 0.086795000000000011 0.041820000000000003 -0.019164999999999998 -0.116045 0.079915000000000014 -0.091214999999999977 0.08610000000000001 -0.41606999999999994 -0.0073749999999999987 -0.092264999999999986 -0.0093349999999999978 0.094600000000000017 0.08536500000000001 -0.080669999999999978 -0.092714999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 12 -1 -7 -4 -8 -2 -6 26 13 18 17 -14 20 -15 21 -5 25 -3 -23 -22 -19 -17 -12
right_child=3 4 7 19 10 6 8 -9 -10 -11 11 -13 15 14 -16 16 -18 24 -20 -21 23 22 -24 -25 -26 -27 -28
leaf_value=0.0011788974941036796 0.00074678155571043618 0.0011270841593302647 0.00039798461897117704 0.00024292260989795233 0.0010792630343952109 0.0006642921981965587 0.001077223150819092 0.00067321880446338399 0.0007786656095513006 0.00044859779708628669 0.00083257674964084703 0.0006421201794751055 0.00089860870684555492 0.0012965914537872807 0.0014476660311812997 0.0010210485558413921 0.0012514000785735805 0.00097264417744634347 0.0012007085843668782 2.1786879961962344e-05 0.0010994404578625169 0.0010590960406026966 0.00080909071682852096 0.00099572095442566964 0.0011823956199542426 0.00085212988864677972 0.00096844898771351927
leaf_weight=54 52 62 83 63 69 54 100 85 52 82 55 54 81 57 55 139 58 58 69 74 422 67 53 159 53 59 102
leaf_count=54 52 62 83 63 69 54 100 85 52 82 55 54 81 57 55 139 58 58 69 74 422 67 53 159 53 59 102
internal_value=0 0.000995981 0.000790135 0.000341844 0.00104865 0.000953273 0.000893957 0.00053745 0.000975317 0.000564574 0.00090651 0.000849851 0.00107722 0.00113802 0.00122293 0.00104578 0.00105998 0.00114915 0.00106245 0.000123734 0.00104569 0.00100984 0.000948971 0.00107112 0.00107311 0.000970892 0.000921075
internal_weight=0 2100 428 271 1672 260 206 168 152 134 280 211 1392 474 223 918 837 168 251 137 779 182 120 581 111 198 157
internal_count=2371 2100 428 271 1672 260 206 168 152 134 280 211 1392 474 223 918 837 168 251 137 779 182 120 581 111 198 157
is_linear=0
shrinkage=0.0032998


Tree=6544
num_leaves=12
num_cat=0
split_feature=3 4 48 4 4 12 12 4 4 34 3
split_gain=0.18901 0.124886 0.111313 0.116187 0.146102 0.105118 0.105178 0.0983689 0.0982835 0.0815596 0.00537184
threshold=0.32329500000000005 -0.51003499999999991 0.10184000000000001 -0.21586499999999997 -0.14236999999999997 0.11999500000000002 0.10266500000000002 0.0015850000000000003 0.014585000000000002 -0.028109999999999996 -0.13795999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 -5 6 9 -8 -4 -6 -3
right_child=-2 2 8 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.003510443049481829 -0.0053668804243773901 0.008213413057845809 0.0033642296405920879 -0.0045151754441569983 0.010917228758861466 0.010468612585384025 0.0032985090811808288 -0.0051585647237114007 -0.0048529529198826247 0.0041234155579337635 0.01083300205576245
leaf_weight=66 67 52 93 56 52 73 95 66 74 1620 57
leaf_count=66 67 52 93 56 52 73 95 66 74 1620 57
internal_value=0 0.00369016 0.00390331 0.00424039 0.00394173 0.00419115 0.00394016 -0.000157207 -0.000266159 0.00433578 0.00959977
internal_weight=0 2304 2238 2071 1962 1906 1833 161 167 1672 109
internal_count=2371 2304 2238 2071 1962 1906 1833 161 167 1672 109
is_linear=0
shrinkage=0.16829


Tree=6545
num_leaves=27
num_cat=0
split_feature=4 2 150 2 2 3 0 12 4 402 49 4 0 0 43 51 4 0 13 12 12 13 51 16 2 12
split_gain=5.3238 1.75678 1.19425 0.904847 0.552862 0.540299 0.246621 0.226583 0.278081 0.245829 0.228386 0.215897 0.207604 0.217918 0.183313 0.16683 0.141154 0.190458 0.137115 0.120521 0.126505 0.10832 0.107093 0.123263 0.102502 0.0544584
threshold=0.30163500000000004 0.10124000000000001 0.081245000000000026 -0.0050599999999999994 0.13290500000000002 -0.082634999999999986 -0.17785499999999996 0.091545000000000015 -0.080954999999999985 0.084925000000000014 0.082565000000000013 0.51400500000000016 -0.11169999999999998 -0.090789999999999996 -0.052219999999999996 0.077225000000000016 0.0015850000000000003 -0.070184999999999984 -0.053824999999999991 0.08401500000000002 0.08536500000000001 -0.085934999999999997 -0.09798999999999998 -0.067914999999999989 0.094305000000000014 0.086395000000000013
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 3 4 -1 14 -2 -7 8 15 16 12 -8 -10 -14 18 19 17 24 -3 -5 -21 -12 -16 -24 -9 -23
right_child=5 2 -4 7 -6 6 11 9 10 -11 21 -13 13 -15 22 -17 -18 -19 -20 20 -22 25 23 -25 -26 -27
leaf_value=0.00045984550351768584 0.00053809071666835158 0.00075591849103366637 0.00022704642992043219 0.0010246590737650685 0.00041208280712634127 0.00038009792687135639 0.00023134944332527655 0.00092283636948493528 0.00065380396215401217 0.00057208456210752214 0.0010614530236841208 -2.755781866015499e-05 0.00097013398924574302 0.00078738252729440713 0.00092167178760886419 0.0011122738173643554 0.00069406736042549894 0.00069999285039600392 0.00054237243620640114 0.00073838448427010321 0.00091662286590957404 0.00079544465023890815 0.00087666805811095869 0.00067136583533296387 0.0007587031081725884 0.00095127349959839909
leaf_weight=70 63 60 78 84 73 52 77 200 94 54 55 64 93 335 55 55 92 80 77 58 207 52 52 91 56 56
leaf_count=70 63 60 78 84 73 52 77 200 94 54 55 64 93 335 55 55 92 80 77 58 207 52 52 91 56 56
internal_value=0 0.000776365 0.000601839 0.000828032 0.000673404 0.000272462 0.000185572 0.000844415 0.000871073 0.000784112 0.000830137 0.000113581 0.000796022 0.000827175 0.000730244 0.000940394 0.00081078 0.000842633 0.000636153 0.000913206 0.000877745 0.000939171 0.000795169 0.000746268 0.00088707 0.000876571
internal_weight=0 2127 486 1641 408 256 193 1571 1089 482 685 141 522 428 335 404 428 336 137 349 265 163 198 143 256 108
internal_count=2383 2127 486 1641 408 256 193 1571 1089 482 685 141 522 428 335 404 428 336 137 349 265 163 198 143 256 108
is_linear=0
shrinkage=0.0032998


Tree=6546
num_leaves=27
num_cat=0
split_feature=3 2 2 2 30 2 16 16 159 2 49 2 47 2 43 51 3 16 1456 49 40 42 3 16 3 475
split_gain=7.7907 2.30348 3.16815 1.24411 0.866739 0.604586 0.552072 0.389572 0.429398 0.416413 0.379153 0.364808 0.69647 0.249513 0.233375 0.321664 0.241458 0.232572 0.19387 0.161267 0.146953 0.146526 0.0835655 0.0681404 0.153303 0.0404441
threshold=-0.058704999999999993 0.10859000000000001 0.074875000000000011 0.11366500000000002 0.086065000000000016 0.10272000000000002 0.40052000000000004 0.041625000000000002 -0.032739999999999991 0.090485000000000024 0.059705000000000001 0.089505000000000015 0.085505000000000012 0.12708000000000003 0.0047850000000000011 0.077225000000000016 -0.08632999999999999 -0.029084999999999996 -0.071109999999999993 -0.0073549999999999996 -0.037979999999999993 0.094600000000000017 -0.072739999999999985 -0.10346499999999999 -0.08317999999999999 -1.0000000180025095e-35
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=3 2 4 7 -2 17 -5 9 -9 14 13 12 -10 -3 15 18 -16 -4 -1 -11 -15 -20 23 -21 -25 -13
right_child=1 10 5 6 -6 -7 -8 8 11 19 -12 25 -14 20 16 -17 -18 -19 21 22 -22 -23 -24 24 -26 -27
leaf_value=0.0014909274005409066 0.00080791368441105599 0.00067175641257903856 0.0012045811252902078 0.0007882392317257119 0.00027899739150279558 0.00095160187065258025 0.0012091660365087555 0.0014303587566613602 0.00070560312372262097 0.0010328079896209316 0.00080048169503702795 0.001308515695692337 0.0012245042874006772 0.00030530330163713138 0.0016512625219508767 0.0015348994631554137 0.0013691288502569506 0.0014462883999677876 0.0012993488326281551 0.00137114560001095 0.00054094436351661429 0.0011149971669947459 0.0011205800249521334 0.001085102979461836 0.0013136143097533495 0.0011834357544004137
leaf_weight=56 94 80 87 84 53 63 58 61 54 52 79 55 60 55 52 72 101 93 610 59 63 54 56 53 92 87
leaf_count=56 94 80 87 84 53 63 58 61 54 52 79 55 60 55 52 72 101 93 610 59 63 54 56 53 92 87
internal_value=0 0.000836757 0.00100032 0.00125721 0.000617456 0.00123179 0.000960415 0.00128397 0.00117947 0.00131029 0.000606337 0.00111955 0.000979018 0.000528698 0.00134512 0.00132187 0.00146525 0.00132966 0.00130052 0.00120468 0.00043141 0.00128441 0.00123892 0.00127123 0.00123033 0.00123213
internal_weight=0 667 390 1716 147 243 142 1574 317 1257 277 256 114 198 945 792 153 180 720 312 118 664 260 204 145 142
internal_count=2383 667 390 1716 147 243 142 1574 317 1257 277 256 114 198 945 792 153 180 720 312 118 664 260 204 145 142
is_linear=0
shrinkage=0.0032998


Tree=6547
num_leaves=33
num_cat=0
split_feature=2 0 457 42 42 0 12 16 43 42 50 42 131 14 159 12 0 42 50 0 16 42 42 0 42 131 128 16 0 43 42 42
split_gain=0.217742 0.166055 0.160226 0.12962 0.208493 0.259677 0.233144 0.232236 0.305649 0.202052 0.194042 0.181392 0.128558 0.221398 0.109324 0.119545 0.106592 0.102575 0.100159 0.096951 0.157685 0.0905347 0.0873972 0.0753066 0.138749 0.110285 0.103009 0.15927 0.0731011 0.0686186 0.0468393 0.0214225
threshold=0.10272000000000002 -0.18560999999999997 0.080930000000000016 -0.014374999999999997 0.084715000000000013 -0.086224999999999982 0.083825000000000024 0.03851000000000001 -0.082534999999999983 0.087005000000000013 0.08882000000000001 -0.042074999999999994 0.089255000000000015 -0.075879999999999989 0.040035000000000008 0.10648500000000001 -0.082404999999999992 1.0000000180025095e-35 0.10156500000000002 -0.14582499999999995 -0.073494999999999991 0.10799000000000002 0.086125000000000021 -0.082404999999999992 -0.10071499999999999 0.023795 0.085185000000000025 -0.088869999999999991 -0.084044999999999995 -0.0045949999999999993 0.088520000000000015 -0.0060199999999999993
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=1 -1 12 11 6 18 7 8 -5 -7 17 23 13 -2 15 19 28 31 22 -15 -21 -18 -6 26 -25 29 27 -3 -11 -26 -24 -8
right_child=2 3 -4 4 5 9 10 -9 -10 16 -12 -13 -14 14 -16 -17 21 -19 -20 20 -22 -23 30 24 25 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.013782108927821245 -0.0084759364488614028 0.0053195905784140657 -0.0068563130508161371 0.0031360451401416436 0.01688487168114643 -0.0060722894620348616 0.0022906232847373026 0.0051236471946319697 -0.01301390478221086 0.0041038348909794367 0.013142578711615272 0.016275557284010957 0.0098096389735406065 -0.00074215379222301371 -0.0027150790099174094 -0.0019720054023603063 0.0076788633713142018 -0.0036844734112795484 0.0032020320406425289 0.01424927106843436 0.00429103303319542 0.0014242298975897147 0.0056048207831283347 0.011082316102322539 -0.0061267488022393145 0.0063245053619830748 0.0026553383374978766 0.017855129084482186 -0.0047336152158169807 0.0024231146571163402 0.011117742878521757 0.0070135151203462656
leaf_weight=58 58 60 62 52 52 62 54 63 91 52 55 53 56 57 89 78 217 64 64 62 168 95 72 58 54 81 58 56 54 52 118 58
leaf_count=58 58 60 62 52 52 62 54 63 91 52 55 53 56 57 89 78 217 64 64 62 168 95 72 58 54 81 58 56 54 52 118 58
internal_value=0 0.00491205 0.00126007 0.00460747 0.0036901 0.00532887 0.000738456 -0.00337285 -0.00712863 0.00288108 0.0044126 0.00698067 0.00214917 0.0013078 0.00256166 0.00385324 0.00421339 0.00167427 0.00916266 0.00544267 0.00698324 0.00578017 0.0107316 0.00580066 0.00388577 0.00164408 0.00848658 0.0113867 -0.000381313 -0.00191553 0.00903809 0.00475245
internal_weight=0 1753 630 1695 1223 786 437 206 143 480 231 472 568 512 454 365 418 176 306 287 230 312 242 419 245 187 174 116 106 106 190 112
internal_count=2383 1753 630 1695 1223 786 437 206 143 480 231 472 568 512 454 365 418 176 306 287 230 312 242 419 245 187 174 116 106 106 190 112
is_linear=0
shrinkage=0.16829


Tree=6548
num_leaves=15
num_cat=0
split_feature=4 3 12 11 2 3 4 0 3 4 2 12 2 12
split_gain=6.59141 2.80143 1.92862 0.836069 0.814101 0.741154 0.575124 0.519065 0.429293 0.362826 0.331837 0.328349 0.199826 0.175338
threshold=0.30163500000000004 0.11372500000000001 -0.007389999999999999 1.0000000180025095e-35 0.12131500000000002 -0.082634999999999986 -0.0047649999999999993 -0.077334999999999987 -0.11756999999999999 -0.081759999999999985 0.12708000000000003 0.08401500000000002 0.10045500000000002 0.099815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 8 -2 -1 -5 -4 11 12 -10 -7 -11
right_child=5 -3 3 7 -6 10 -8 -9 9 13 -12 -13 -14 -15
leaf_value=0.00047129645493942766 0.0007136149651557317 0.00043167249215537057 0.00074729188711313899 0.0015070677845777994 0.000629757072429209 0.00027554292570839355 0.00084310626648195699 0.0010912989747210596 0.0012838206512806752 0.0010147290936885231 0.00014743693195680391 0.0010600373692885871 0.00056280553482044508 0.00089894491350296158
leaf_weight=87 63 103 63 59 62 52 96 76 96 1008 86 304 55 173
leaf_count=87 63 103 63 59 62 52 96 76 96 1008 86 304 55 173
internal_value=0 0.00096314 0.000990168 0.00102232 0.00100244 0.000402444 0.000666537 0.00127327 0.00101647 0.00102718 0.000300687 0.00111383 0.000423531 0.000997798
internal_weight=0 2127 2024 1841 1706 256 183 135 1644 1581 193 400 107 1181
internal_count=2383 2127 2024 1841 1706 256 183 135 1644 1581 193 400 107 1181
is_linear=0
shrinkage=0.0032998


Tree=6549
num_leaves=20
num_cat=0
split_feature=2 11 484 3 1456 484 2 132 1 151 16 16 1 3 2 48 157 2 42
split_gain=0.175137 0.271321 0.124054 0.153199 0.121534 0.132611 0.244982 0.117934 0.335556 0.105699 0.109583 0.171037 0.141343 0.137698 0.173841 0.10379 0.0998179 0.0515241 0.0476667
threshold=0.10272000000000002 0.078065000000000009 -0.066784999999999983 -0.096099999999999977 -0.089134999999999978 0.0038100000000000005 0.086615000000000011 0.087210000000000024 0.13554500000000003 -0.085164999999999977 0.21684500000000004 0.058765000000000005 0.084985000000000019 -0.13088999999999998 -0.0091949999999999983 0.084965000000000027 -0.00078499999999999989 0.088500000000000009 0.099455000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 9 -7 8 16 15 11 13 -12 -11 -15 -6 -5 -8 -18
right_child=1 -3 3 7 5 6 17 -9 -10 10 12 -13 -14 14 -16 -17 18 -19 -20
leaf_value=0.011176973172999937 -0.0076274045365290078 0.010464740896195222 -0.0075281782050276424 0.0093911365325667264 0.014223385828974542 -0.0064672017625692219 0.008755884015276728 0.0095753019101176041 -0.0099958700322872081 0.01206957878102086 -0.0066701027615598419 0.014091906243097916 0.0045352367280501521 -0.0041096262245213754 0.0047883287057938918 0.0041754747475308751 0.0029483896876431426 0.0017626596765667629 -0.0027263254891891262
leaf_weight=82 52 84 53 61 68 84 62 52 65 68 53 58 80 66 1021 52 211 59 52
leaf_count=82 52 84 53 61 68 84 62 52 65 68 53 58 80 66 1021 52 211 59 52
internal_value=0 0.00156033 0.00018713 0.00101335 0.00483653 0.00452432 0.000505448 0.00204396 0.00103258 0.00508507 0.00465588 0.0051587 5.64428e-05 0.00470855 0.00424641 0.00988426 0.00325062 0.00536081 0.00181956
internal_weight=0 630 546 494 1753 1671 205 441 389 1466 1346 1213 133 1155 1087 120 324 121 263
internal_count=2383 630 546 494 1753 1671 205 441 389 1466 1346 1213 133 1155 1087 120 324 121 263
is_linear=0
shrinkage=0.16829


Tree=6550
num_leaves=17
num_cat=0
split_feature=1 41 11 52 14 1447 48 49 4 1 12 16 43 1 12 12
split_gain=0.336762 0.263555 0.247857 0.418975 0.136459 0.136427 0.108935 0.102546 0.164227 0.20072 0.100414 0.187689 0.0894776 0.0587455 0.0639707 0.024148
threshold=0.11869500000000001 0.083975000000000008 0.079915000000000014 -0.42005999999999993 -0.075879999999999989 -0.085539999999999991 0.085775000000000004 -0.014169999999999999 0.27044500000000005 0.10491000000000002 -0.036614999999999988 -0.082559999999999981 -0.085594999999999991 0.099850000000000008 0.077755000000000005 0.092735000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 -1 7 12 9 -9 -6 -12 -7 14 -8 -16
right_child=4 -3 3 -5 10 6 13 8 -10 -11 11 -13 -14 -15 15 -17
leaf_value=-0.0020348716039411494 -0.0096230246140219817 -0.0073229393172469914 0.0025940820635895006 0.023436582031313109 0.003988924832450615 0.0043501978779605897 0.0012585893264028124 0.0045094852668563857 0.013711028162386231 -0.0053619734829410178 -0.010663139815851711 0.0028422028433079155 -0.0040542814854080756 0.011234790432590775 0.0061736232032835138 0.010523282487983735
leaf_weight=93 53 53 58 52 95 65 60 1262 52 61 54 63 80 85 107 58
leaf_count=93 53 53 58 52 95 65 60 1262 52 61 54 63 80 85 107 58
internal_value=0 0.00437952 0.00468548 0.0124632 -0.00198501 0.00423964 0.00455949 0.00397058 0.00441954 0.00405298 -6.70272e-05 -0.00337568 -0.000274366 0.00744126 0.00600016 0.00771348
internal_weight=0 2086 2033 110 265 1923 1830 1520 1375 1323 212 117 145 310 225 165
internal_count=2351 2086 2033 110 265 1923 1830 1520 1375 1323 212 117 145 310 225 165
is_linear=0
shrinkage=0.16829


Tree=6551
num_leaves=13
num_cat=0
split_feature=2 10 2 40 52 1212 133 1212 160 1203 4 16
split_gain=0.314504 0.18386 0.143449 0.146831 0.0869101 0.0847347 0.172661 0.124751 0.163878 0.111657 0.0912064 0.0669453
threshold=0.12708000000000003 -0.010699999999999999 -0.0091949999999999983 -0.081804999999999975 -0.066959999999999978 0.087685000000000013 0.024130000000000002 0.073745000000000019 -0.53327999999999987 0.084795000000000023 -0.079764999999999989 -0.13895999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 7 10 8 -5 -10 -7 -6
right_child=4 2 3 5 11 6 -8 -9 9 -11 -12 -13
leaf_value=0.013026305767349766 0.0026758267217419996 -0.0030781554958806074 0.012547098291652108 -0.0057206987846299554 -0.0017781760392031336 -0.00055548973595667098 -0.0078495275430467901 0.011267424489660999 0.0041774575730501818 -0.0023341267060707094 0.0081612489375033175 -0.0086470838982812461
leaf_weight=58 56 92 52 52 87 76 55 62 1546 78 61 76
leaf_count=58 56 92 52 52 87 76 55 62 1546 78 61 76
internal_value=0 0.00366992 0.0034074 0.00370935 -0.00302298 0.00347031 0.000105738 0.00384096 0.00356517 0.0038636 0.00331257 -0.00499188
internal_weight=0 2132 2074 1982 219 1930 192 1738 1676 1624 137 163
internal_count=2351 2132 2074 1982 219 1930 192 1738 1676 1624 137 163
is_linear=0
shrinkage=0.16829


Tree=6552
num_leaves=18
num_cat=0
split_feature=4 2 13 11 12 12 2 4 13 2 2 12 50 50 15 12 2
split_gain=20.8183 5.25156 2.09206 1.51012 1.6707 0.970573 0.956896 0.770345 0.55701 0.455298 0.318776 0.284948 0.182303 0.269756 0.172207 0.125796 0.0810955
threshold=0.30163500000000004 0.12399000000000002 -0.16392499999999996 1.0000000180025095e-35 -0.011819999999999999 0.091680000000000011 0.12665500000000005 0.018150000000000003 -0.0094049999999999984 0.14492000000000002 -0.033169999999999991 0.095815000000000011 0.10861000000000003 0.083090000000000011 -0.012074999999999997 -0.042789999999999988 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -5 10 12 -4 -3 -2 16 13 -6 -14 -8 -9
right_child=6 9 3 5 7 -7 15 11 -10 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.0009851410057631323 0.00052562371233444731 0.0011089512163542793 0.001445963086102852 0.0022997752917895235 0.0016460276477781085 0.0017082933762112109 0.00019378297307695642 0.0016320248008381247 0.0010384031333278828 0.00070949586445093508 0.00084370594575300265 0.0013001115196300589 0.0016388743084571613 0.0017816315039209222 0.0014165554314747334 0.00042513075032555724 0.0014703264059547595
leaf_weight=59 56 61 80 55 1032 69 52 65 69 65 92 89 98 198 68 52 91
leaf_count=59 56 61 80 55 1032 69 52 65 69 65 92 89 98 198 68 52 91
internal_value=0 0.00155694 0.00159868 0.00161757 0.00159307 0.00197093 0.000552957 0.00162352 0.00125746 0.000903163 0.000723589 0.00145168 0.00165366 0.00166789 0.00154802 0.000309796 0.00153793
internal_weight=0 2099 1973 1914 1790 124 252 1641 149 126 148 245 1396 1230 166 104 156
internal_count=2351 2099 1973 1914 1790 124 252 1641 149 126 148 245 1396 1230 166 104 156
is_linear=0
shrinkage=0.0032998


Tree=6553
num_leaves=17
num_cat=0
split_feature=2 15 2 0 150 14 13 16 150 2 0 0 13 2 51 16
split_gain=8.5848 2.94935 1.66689 1.51807 0.988794 0.80136 0.677226 0.657431 0.526443 0.427905 0.90836 0.317286 0.253926 0.21387 0.152895 0.105276
threshold=0.12708000000000003 -0.37478999999999996 0.106285 -0.079249999999999987 0.083435000000000023 0.076175000000000007 -0.011494999999999998 -0.10654499999999999 -0.084634999999999988 0.064660000000000009 -0.061994999999999995 0.014040000000000002 -0.084934999999999997 0.14794000000000004 -0.023134999999999996 -0.123625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 15 5 8 12 -2 -3 10 -10 -11 -6 -9 -5 -4
right_child=7 2 3 14 6 -7 -8 13 9 11 -12 -13 -14 -15 -16 -17
leaf_value=0.00059664251694905267 0.00028699936562136215 0.00092816408811304874 0.0007717260071328886 0.0012659435326439227 0.0010003914057860647 0.0016718833261965011 0.00077056075062260823 0.00078109512517215399 0.0012369038705070813 0.0012874037732635993 0.00076910497958558555 0.0014984417284047199 0.001310601764738549 0.00050245205734746241 0.0010666655670309362 0.00056839743381990025
leaf_weight=91 96 52 65 89 53 53 74 66 369 941 52 87 67 57 87 52
leaf_count=91 96 52 65 89 53 53 74 66 369 941 52 87 67 57 87 52
internal_value=0 0.00117865 0.00120459 0.000973698 0.00124327 0.00127109 0.00102022 0.000492303 0.00125691 0.00126869 0.00117921 0.0013053 0.00117389 0.000652254 0.00116764 0.000681659
internal_weight=0 2132 2041 293 1748 1554 194 219 1501 1449 421 1028 120 123 176 117
internal_count=2351 2132 2041 293 1748 1554 194 219 1501 1449 421 1028 120 123 176 117
is_linear=0
shrinkage=0.0032998


Tree=6554
num_leaves=22
num_cat=0
split_feature=4 123 11 0 0 0 4 0 16 15 4 15 16 0 52 15 52 0 43 4 4
split_gain=8.63723 1.33804 0.585267 0.595646 0.679839 0.810288 0.593474 0.805808 0.396476 0.438609 0.406149 0.35019 0.241604 0.387379 0.237053 0.230537 0.398009 0.208019 0.143061 0.134219 0.025235
threshold=0.36766000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -0.068484999999999976 -0.13740499999999997 -0.15385999999999997 -0.44205499999999992 -0.040094999999999992 -0.54057999999999995 -0.41606999999999994 0.51400500000000016 1.0000000180025095e-35 0.0086100000000000013 -0.080514999999999989 0.11110500000000002 0.092855000000000007 -0.093914999999999985 -0.071844999999999978 -0.071349999999999983 0.098655000000000007 -0.035694999999999991
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 2 3 4 5 -1 -5 15 -2 10 -10 -4 14 -14 19 16 -8 -3 -16 -6 -15
right_child=8 17 11 6 12 -7 7 -9 9 -11 -12 -13 13 20 18 -17 -18 -19 -20 -21 -22
leaf_value=0.0010251267180732633 0.00056927265709489901 0.00077210794644232887 0.0010637035082912722 0.0011060258738547861 0.0010758821152450191 0.00050981792662252781 0.00097290095549083105 0.00049667163089404432 0.00050769783785360853 -3.5374025926860331e-08 0.0001478698910326282 0.0014142581458387372 0.00074175231343893663 0.001097751125431267 0.0010075340594227764 0.0010521077435177186 0.00058810247853013583 0.00050424987590008013 0.00081499159360107795 0.00091323754020284959 0.00098671658813919696
leaf_weight=70 54 67 79 78 920 64 69 79 77 55 62 53 81 57 117 67 52 62 70 62 56
leaf_count=70 54 67 79 78 920 64 69 79 77 55 62 53 81 57 117 67 52 62 70 62 56
internal_value=0 0.00097002 0.000991331 0.00097602 0.00100464 0.000779272 0.000851741 0.000777324 0.000318688 0.000248756 0.000347452 0.00120472 0.00102677 0.000917424 0.00104488 0.00089507 0.000807824 0.000643643 0.000935648 0.00106565 0.00104304
internal_weight=0 2103 1974 1842 1497 134 345 267 248 194 139 132 1363 194 1169 188 121 129 187 982 113
internal_count=2351 2103 1974 1842 1497 134 345 267 248 194 139 132 1363 194 1169 188 121 129 187 982 113
is_linear=0
shrinkage=0.0032998


Tree=6555
num_leaves=14
num_cat=0
split_feature=12 475 159 2 151 124 1 40 4 52 1 12 51
split_gain=0.480579 0.19053 0.217156 0.170754 0.172404 0.137063 0.136078 0.132073 0.10889 0.132217 0.0605276 0.0777673 0.0653575
threshold=-0.08731499999999999 -0.052309999999999988 0.079755000000000006 -0.017044999999999998 0.009020000000000002 -0.081324999999999981 0.13630500000000004 -0.011659999999999998 0.36766000000000004 0.11379500000000002 0.08617000000000001 0.085465000000000013 -0.083174999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 10 -3 6 -1 7 -5 9 -9 11 -2 -12
right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 12 -13 -14
leaf_value=0.00047326539155178639 0.0022083549191935612 0.013769370308665633 -0.0068567703820359097 0.013776663614118587 -0.0021682696283460115 -0.0088452304741695638 -0.0011329643486609803 0.0070210516769086476 -0.00060182136958090537 0.002803553581205538 -0.0030263990063060793 0.0098592749533361768 0.0050309249482009067
leaf_weight=99 77 77 68 65 76 81 72 1250 67 255 59 75 55
leaf_count=99 77 77 68 65 76 81 72 1250 67 255 59 75 55
internal_value=0 0.00532943 0.00162087 0.0059937 0.00565727 -0.00371008 0.00600632 0.00632143 0.00601202 0.00630765 0.00379485 0.0059953 0.000845147
internal_weight=0 2196 334 1862 1785 180 1709 1637 1572 1505 266 152 114
internal_count=2376 2196 334 1862 1785 180 1709 1637 1572 1505 266 152 114
is_linear=0
shrinkage=0.16829


Tree=6556
num_leaves=21
num_cat=0
split_feature=1 3 39 3 39 2 14 1 2 3 13 1 3 0 2 49 12 16 49 2
split_gain=13.3311 2.50728 1.9265 1.35915 1.16307 0.994853 0.793831 0.719294 0.383304 0.502288 0.378647 0.302047 0.183837 0.216499 0.18688 0.138282 0.113329 0.126846 0.108293 0.106684
threshold=0.10752500000000002 0.31534000000000006 0.081875000000000017 0.094285000000000008 0.084600000000000022 0.10774000000000002 0.076175000000000007 0.094750000000000015 0.087525000000000006 -0.10468499999999999 -1.0000000180025095e-35 0.13301500000000002 -0.072579999999999992 -0.097604999999999983 0.10394500000000002 0.076585000000000014 0.083785000000000012 0.0055300000000000011 0.09278500000000002 0.083970000000000017
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 4 3 6 5 -2 8 -4 9 -1 -7 -6 13 -10 15 -14 19 -18 -15 -11
right_child=1 -3 7 -5 11 10 -8 -9 12 16 -12 -13 14 18 -16 -17 17 -19 -20 -21
leaf_value=0.0010829614724734255 0.0011769141701663474 5.8019706747804433e-05 0.0011564487743976652 0.00096909538581779579 0.00068420724625770535 0.00053619814660527945 0.0017421629065332942 0.00063238616874826772 0.0011256350623881344 0.0016301562920397908 0.00088027037906713874 0.00037853838474831761 0.0011704297989749575 0.0013663018855816461 0.0010794460116947428 0.0014159616328640028 0.0014182566647048611 0.0012437876483952638 0.0012542994542954155 0.0014143500226228884
leaf_weight=52 97 61 58 103 76 58 58 57 57 55 90 67 52 477 79 54 589 53 129 54
leaf_count=52 97 61 58 103 76 58 58 57 57 55 90 67 52 477 79 54 589 53 129 54
internal_value=0 0.000680538 0.00131209 0.00133841 0.000778318 0.000916551 0.00136065 0.000897002 0.00134722 0.00139945 0.000745669 0.000541238 0.00129772 0.00132393 0.00120363 0.00129584 0.00142132 0.00140391 0.00134252 0.00152357
internal_weight=0 449 1927 1812 388 245 1709 115 1651 803 148 143 848 663 185 106 751 642 606 109
internal_count=2376 449 1927 1812 388 245 1709 115 1651 803 148 143 848 663 185 106 751 642 606 109
is_linear=0
shrinkage=0.0032998


Tree=6557
num_leaves=26
num_cat=0
split_feature=4 3 2 157 13 2 3 52 4 0 1446 4 159 16 13 159 52 0 0 16 0 51 0 2 16
split_gain=13.9918 5.15118 2.19995 1.18919 1.21725 0.782986 0.482777 0.479074 0.460952 0.288028 0.363103 0.291542 0.271602 0.153796 0.141964 0.141616 0.139144 0.168864 0.115696 0.107529 0.100766 0.0965761 0.0788521 0.0711655 0.0392004
threshold=0.30163500000000004 -0.058704999999999993 0.14271500000000001 -0.078969999999999985 -0.004004999999999999 0.13538500000000001 0.094285000000000008 -0.0041199999999999995 0.032965000000000001 -0.086224999999999982 0.087090000000000015 -0.085574999999999984 0.085345000000000018 -0.015379999999999998 -0.08131999999999999 0.10524500000000002 0.0043000000000000009 -0.091174999999999992 -0.096139999999999989 -0.095229999999999995 -0.084319999999999992 0.0033150000000000007 -0.087614999999999985 0.086965000000000015 -0.5020199999999998
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=1 8 3 -3 7 14 13 -5 9 11 15 -1 16 -6 -2 20 17 -10 -13 -20 23 -22 -21 -11 -16
right_child=5 2 -4 4 6 -7 -8 -9 12 10 -12 18 -14 -15 24 -17 -18 -19 19 22 21 -23 -24 -25 -26
leaf_value=0.001602170828307152 0.00039796552770801277 0.00054246565784734106 0.00029813206415946376 0.00070798232987449861 0.0012758185664891711 0.00015296547340475894 0.0010505631694583543 0.0010516755503184663 0.00088830392252653358 0.0012928631579260845 0.001046654285411107 0.0012285128933192835 0.0013650789160100565 0.0015290841169284168 0.00054264638778312336 0.0014889241943435811 0.0012312882805171654 0.001158124151607745 0.0015334877359410842 0.0013135675400850859 0.0013051895543207308 0.0014148016922964097 0.0014409431966119018 0.0011283612304524013 0.00066835885560795577
leaf_weight=70 55 54 55 93 59 86 76 86 52 69 59 60 58 52 62 52 58 53 53 152 638 112 96 59 57
leaf_count=70 55 54 55 93 59 86 76 86 52 69 59 60 58 52 62 52 58 53 53 152 638 112 96 59 57
internal_value=0 0.00122248 0.000919614 0.00100091 0.00106846 0.000411113 0.00125507 0.000873306 0.00131012 0.00133212 0.00130061 0.00140434 0.00116863 0.00139478 0.000538501 0.00131668 0.00109851 0.00102483 0.00136588 0.00139315 0.00130644 0.00132161 0.00136302 0.00121731 0.000603158
internal_weight=0 2116 475 420 366 260 187 179 1641 1420 989 431 221 111 174 930 163 105 361 301 878 750 248 128 119
internal_count=2376 2116 475 420 366 260 187 179 1641 1420 989 431 221 111 174 930 163 105 361 301 878 750 248 128 119
is_linear=0
shrinkage=0.0032998


Tree=6558
num_leaves=14
num_cat=0
split_feature=12 402 394 34 39 402 3 3 15 51 39 16 2
split_gain=0.406603 0.165955 0.126903 0.130601 0.127104 0.121138 0.21827 0.138466 0.380724 0.184447 0.097394 0.0776309 0.0343154
threshold=-0.08731499999999999 0.12527000000000002 0.0041850000000000004 -1.0000000180025095e-35 0.099745000000000014 0.039875000000000008 -0.08632999999999999 0.11372500000000001 -0.039984999999999993 0.10446500000000002 0.085095000000000018 -0.090639999999999984 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 7 -7 9 -9 -5 -1 -12 -8
right_child=1 -3 -4 4 -6 6 12 8 -10 -11 11 -13 -14
leaf_value=-0.0078812018301271554 0.013822604188246549 0.014339532779966951 0.014226745396532696 0.0061209033692268934 -0.0025485643135404823 -0.0046004457616525708 0.0099486220642842609 0.0079644209468283794 -0.010273403044216785 0.012766348770626922 0.0049246135042173914 -0.0034974363390772507 0.0038156041635324369
leaf_weight=56 56 70 52 1507 53 85 52 86 52 129 60 64 54
leaf_count=56 56 70 52 1507 53 85 52 86 52 129 60 64 54
internal_value=0 0.00625859 0.00599167 0.00578433 0.00556038 0.00578001 0.00173996 0.00621397 0.00107918 0.006646 -0.00205392 0.000563261 0.0068412
internal_weight=0 2196 2126 2074 2018 1965 191 1774 138 1636 180 124 106
internal_count=2376 2196 2126 2074 2018 1965 191 1774 138 1636 180 124 106
is_linear=0
shrinkage=0.16829


Tree=6559
num_leaves=28
num_cat=0
split_feature=1 3 4 2 10 123 39 2 12 4 13 3 1 2 12 12 1 4 157 160 12 12 15 403 13 13 15
split_gain=12.6623 2.49544 1.27938 1.22136 1.16746 0.914784 0.545102 0.544004 0.490172 0.507775 0.333024 0.304378 0.265334 0.235438 0.223347 0.199675 0.134659 0.129929 0.139382 0.120024 0.0805685 0.0942594 0.098277 0.0925699 0.063647 0.0269293 0.0459137
threshold=0.10312500000000001 -0.049204999999999992 -0.039459999999999995 0.10322500000000003 -0.0093599999999999985 1.0000000180025095e-35 0.095830000000000012 0.087525000000000006 -0.085719999999999977 0.024315000000000003 0.039845000000000012 -0.066424999999999984 0.087135000000000004 0.10394500000000002 0.083785000000000012 0.084555000000000005 0.078015000000000015 -0.076184999999999989 -0.081329999999999986 -0.069009999999999988 0.091255000000000017 0.085465000000000013 -0.0070899999999999991 -0.0059799999999999992 -0.070004999999999998 0.058475000000000006 0.090645000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 7 8 10 -6 -10 14 15 13 -13 16 -9 -1 25 -19 -20 21 23 -23 -16 -22 26 -17
right_child=1 4 3 -5 6 -7 -8 11 9 -11 -12 12 -14 -15 20 17 -18 18 19 -21 24 22 -24 -25 -26 -27 -28
leaf_value=0.0013007055490603916 0.0013074575856096421 1.9918083841583569e-05 0.0009886495190813856 0.00040635552979950267 0.00035758868981854196 0.00078768264735914844 0.00022936652697525141 0.0009822002526236797 0.00092186427175045384 0.00053917627304200376 0.0010275991985471769 0.0012330343519015262 0.00083410438778460587 0.00096937878714433811 0.0010883945194716891 0.0012339450464294232 0.0015058968468292635 0.001315515898667895 0.0012334162837602791 0.0011002912864105708 0.0010780861467501656 0.0011923059163344847 0.0013325868353020981 0.0012605847278762512 0.0012343930360999963 0.0011996154169559769 0.0013720538236317136
leaf_weight=85 58 61 90 70 66 63 55 58 65 92 66 75 58 77 58 71 66 56 106 299 54 77 253 101 77 64 55
leaf_count=85 58 61 90 70 66 63 55 58 65 92 66 75 58 77 58 71 66 56 106 299 54 77 253 101 77 64 55
internal_value=0 0.000611237 0.000886818 0.000734116 0.000433915 0.00118001 0.00052463 0.00119407 0.000597295 0.000697838 0.00125534 0.00113823 0.00102652 0.0010997 0.00127478 0.00117126 0.00139063 0.00118805 0.0011572 0.00113522 0.00124651 0.00126688 0.00129996 0.00119799 0.00117023 0.00126273 0.00129451
internal_weight=0 557 218 160 339 1819 278 1756 223 157 837 919 210 152 771 709 151 651 461 405 620 489 330 159 131 190 126
internal_count=2376 557 218 160 339 1819 278 1756 223 157 837 919 210 152 771 709 151 651 461 405 620 489 330 159 131 190 126
is_linear=0
shrinkage=0.0032998


Tree=6560
num_leaves=22
num_cat=0
split_feature=1 12 4 4 4 0 43 15 4 42 15 1 1 0 0 1 474 475 403 4 0
split_gain=14.0134 2.19803 1.44278 1.13938 1.1327 0.707164 0.950497 0.622099 0.66283 0.331552 0.329576 0.282224 0.276748 0.226393 0.213701 0.20731 0.167301 0.216276 0.203384 0.13387 0.0990323
threshold=0.10141500000000002 0.085465000000000013 0.36766000000000004 0.04105000000000001 -0.14538499999999996 -0.014334999999999999 -0.033174999999999989 -0.4680149999999999 0.50373500000000015 -0.14509999999999998 -0.064464999999999981 0.10797500000000002 0.092810000000000017 -0.077809999999999976 -0.14822499999999997 0.11810000000000001 0.085500000000000007 -0.08230999999999998 -0.10098499999999998 0.10440500000000001 -0.10417499999999999
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 4 15 5 -2 9 -7 -6 11 -1 20 -9 14 -14 -11 -3 18 -18 -16 -13 -5
right_child=1 2 -4 10 7 6 -8 8 -10 12 -12 19 13 -15 16 -17 17 -19 -20 -21 -22
leaf_value=0.0018383373832868276 0.0012601601167294251 0.0015054000100979074 0.00077091150306686377 0.0015438460060900061 0.0010256073830545766 0.00099907434550167585 0.0015951256688675919 0.0005610061225782716 0.00033302841127700157 0.0017738968826997428 0.0011800098979421827 0.00073402615457869309 0.0012632016842138891 0.0015644025020415194 0.0016714004729912637 0.0012406749269038393 0.0018503155816192948 0.0015687983747506436 0.0015516436342069991 0.00093250670451259317 0.0013611832974379633
leaf_weight=61 53 92 53 57 67 53 66 63 52 76 96 84 52 62 201 53 61 64 839 71 93
leaf_count=61 53 92 53 57 67 53 66 63 52 76 96 84 52 62 201 53 61 64 839 71 93
internal_value=0 0.000954803 0.00123829 0.00154251 0.000810788 0.00157605 0.00132995 0.000740011 0.00066901 0.0015967 0.00133309 0.000748991 0.0015858 0.00142732 0.00160033 0.00140888 0.00158898 0.00170646 0.00157482 0.00082517 0.00143083
internal_weight=0 588 198 1781 390 1535 119 337 270 1416 246 218 1355 114 1241 145 1165 125 1040 155 150
internal_count=2369 588 198 1781 390 1535 119 337 270 1416 246 218 1355 114 1241 145 1165 125 1040 155 150
is_linear=0
shrinkage=0.0032998


Tree=6561
num_leaves=27
num_cat=0
split_feature=3 3 15 12 148 376 3 3 15 42 3 42 403 402 15 3 403 3 3 52 3 42 131 3 403 42
split_gain=4.61295 1.31421 1.12218 0.81919 0.741781 0.454699 0.551873 0.383326 0.363213 0.380741 0.40359 0.273601 0.255596 0.156461 0.139628 0.137373 0.135316 0.138997 0.165276 0.122848 0.110731 0.091571 0.086474 0.0636113 0.0539816 0.0411253
threshold=-0.055839999999999994 0.31534000000000006 -0.40312499999999996 0.054520000000000006 -1.0000000180025095e-35 0.083960000000000021 0.11924500000000002 -0.0037799999999999995 0.083185000000000023 0.095650000000000013 -0.073309999999999986 -1.0000000180025095e-35 -0.088079999999999978 0.084925000000000014 -0.021954999999999999 -0.21779999999999997 -0.072134999999999991 -0.082304999999999975 -0.086049999999999988 -0.015789999999999995 -0.10468499999999999 0.087260000000000018 0.023795 -0.087604999999999975 -0.11201999999999999 0.090395000000000017
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=3 2 -2 -1 -4 6 7 11 9 12 -11 -6 -5 15 -9 -14 17 18 24 -17 -18 -20 23 -22 -10 -25
right_child=1 -3 4 8 5 -7 -8 14 16 10 -12 -13 13 -15 -16 19 20 -19 21 -21 22 -23 -24 25 -26 -27
leaf_value=0.00059964424802851177 0.0003860946908006816 0.00026302057933799092 0.00041154216183282479 0.00076126891710370022 0.00098548235074540406 0.00056707213806103901 0.00062267938791678637 0.00096049722662076874 0.0012109116375904362 0.00056426346340517726 0.00097025674677865374 0.00068647145146205624 0.00086439391532298047 0.0008355143149518158 0.0011628122762694277 0.00098112991647978883 0.0011609526340299831 0.0012244487731791526 0.0010639712685591642 0.0010806299851194507 0.00087698693872412486 0.00086158773618961277 0.0011080362407810715 0.0010340077792908686 0.0010764883054116114 0.00094389040768685364
leaf_weight=57 93 78 53 54 57 64 79 93 68 53 55 84 62 60 67 280 54 85 52 290 65 52 68 158 81 107
leaf_count=57 93 78 53 54 57 64 79 93 68 53 55 84 62 60 67 280 54 85 52 290 65 52 68 158 81 107
internal_value=0 0.000666274 0.000719526 0.000990086 0.000781847 0.000825971 0.000869483 0.000934141 0.0010036 0.000955986 0.000771346 0.000807598 0.00098267 0.000999896 0.00104544 0.00101545 0.00105503 0.00110617 0.00106629 0.00103181 0.00101671 0.000963118 0.00099705 0.000974073 0.00113807 0.000997754
internal_weight=0 668 590 1701 497 444 380 301 1644 854 108 141 746 692 160 632 790 338 253 570 452 104 398 330 149 265
internal_count=2369 668 590 1701 497 444 380 301 1644 854 108 141 746 692 160 632 790 338 253 570 452 104 398 330 149 265
is_linear=0
shrinkage=0.0032998


Tree=6562
num_leaves=26
num_cat=0
split_feature=15 131 13 13 13 52 4 3 403 49 157 16 4 403 3 4 51 13 4 42 52 52 133 52 13
split_gain=0.189637 0.174775 0.315175 0.269579 0.24538 0.211574 0.173656 0.165974 0.190041 0.188417 0.19717 0.170809 0.162739 0.113728 0.149016 0.236094 0.122522 0.0986416 0.0965185 0.0846792 0.0568658 0.0663042 0.0986465 0.0509145 0.0308633
threshold=0.084495000000000015 0.09031500000000002 -0.10278499999999999 -0.082159999999999997 -0.15714499999999998 0.40249000000000007 -0.21586499999999997 -0.079724999999999976 -0.065029999999999991 -0.062709999999999974 -0.029304999999999998 0.11346000000000002 0.020345000000000005 -0.072134999999999991 -0.082304999999999975 -0.082634999999999986 0.045645000000000005 0.085880000000000012 -0.085154999999999995 0.090185000000000015 0.10539000000000001 -0.0023449999999999994 -1.0000000180025095e-35 0.087425000000000017 -0.076289999999999983
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=1 2 4 -3 12 6 17 8 -8 -9 -11 -10 -1 14 15 18 20 -4 -2 -5 21 -15 23 -23 -22
right_child=13 3 5 19 -6 -7 7 9 11 10 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 24 22 -24 -25 -26
leaf_value=-0.0026805525355290982 0.010000412679201551 0.021144523800038249 0.017632247203837031 0.010433746052177202 -0.010378703629082288 -0.0015636710784796453 0.00045234705623371188 0.011286348042855358 0.011388982325714862 -0.0065918910607364418 0.0042130195274007907 0.0022802530305912083 0.0097143859604211565 0.010673640094835643 0.017945622087851044 0.0016885922042851561 0.014315478827556887 0.0078006528665094518 0.019079044102711658 0.0016647960545216752 0.012415196559482703 0.0089042876356682753 -0.0010584569614569095 0.0030699487355941358 0.0068617449305710902
leaf_weight=63 85 54 66 80 55 84 70 90 365 55 362 70 57 58 87 71 72 53 56 52 65 101 69 75 54
leaf_count=63 85 54 66 80 55 84 70 90 365 55 362 70 57 58 87 71 72 53 56 52 65 101 69 75 54
internal_value=0 0.00625652 0.00560562 0.0111111 -0.00106276 0.00656757 0.00717307 0.00645453 0.00861753 0.00429651 0.0027836 0.00992734 0.00319207 0.00945504 0.0120569 0.00963182 0.0078766 0.0132686 0.0136189 0.00699292 0.00677376 0.00553602 0.00431243 0.00642827 0.00991024
internal_weight=0 1576 1390 186 175 1215 1131 1012 505 507 417 435 120 793 299 212 494 119 141 132 422 303 245 176 119
internal_count=2369 1576 1390 186 175 1215 1131 1012 505 507 417 435 120 793 299 212 494 119 141 132 422 303 245 176 119
is_linear=0
shrinkage=0.16829


Tree=6563
num_leaves=14
num_cat=0
split_feature=14 0 3 9 123 9 3 2 13 0 3 3 0
split_gain=0.22228 0.227079 0.225137 0.182762 0.121859 0.13369 0.116514 0.392114 0.119353 0.142949 0.0910381 0.113949 0.0750284
threshold=0.076175000000000007 -0.13010499999999997 -0.015259999999999998 -1.0000000180025095e-35 0.083835000000000007 1.0000000180025095e-35 -0.12595999999999999 0.10575500000000002 -0.088494999999999976 -0.080584999999999976 0.13772500000000001 0.099220000000000017 -0.097074999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5 9 -8 11 -4 -10
right_child=-2 3 10 4 -6 -7 8 -9 12 -11 -12 -13 -14
leaf_value=-0.0076372451228186094 0.015253954440900301 -0.0020013914088336275 0.0022446442901616014 -0.0075295614592868583 0.00092713343954116032 0.01547731859980489 0.0059833995794002868 0.010568556395832414 0.0026140644822359427 -0.0037562330718306702 -0.001277947555445499 0.011696231070165328 0.0080502171740553553
leaf_weight=62 73 70 88 64 98 52 177 72 77 56 67 62 1351
leaf_count=62 73 70 88 64 98 52 177 72 77 56 67 62 1351
internal_value=0 0.00580471 0.00129666 0.0064274 0.00673136 0.00703802 0.00679281 0.00203858 0.007181 0.00363483 0.00385748 0.00616328 0.00775835
internal_weight=0 2296 279 2017 1947 1849 1797 136 1661 233 217 150 1428
internal_count=2369 2296 279 2017 1947 1849 1797 136 1661 233 217 150 1428
is_linear=0
shrinkage=0.16829


Tree=6564
num_leaves=18
num_cat=0
split_feature=4 12 3 12 16 4 3 4 160 48 0 43 16 151 123 4 12
split_gain=8.80956 4.29014 2.36252 1.06724 1.01818 1.00643 0.763157 0.583273 0.35013 0.419631 0.368105 0.395407 0.290851 0.280502 0.274248 0.187195 0.154603
threshold=0.27161500000000005 -0.011819999999999999 0.11745500000000002 0.11769500000000001 -0.4714549999999999 -0.011514999999999999 -0.010299999999999998 0.04105000000000001 0.083670000000000008 0.082225000000000006 -0.079249999999999987 -0.116045 -0.054549999999999994 -0.072119999999999976 0.083275000000000016 -0.08916499999999998 0.090255000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 13 -1 -6 8 10 -10 15 -12 16 -2 -7 -3 -9
right_child=4 2 -4 -5 6 14 -8 12 9 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00048659950245574026 0.00059124103203378009 0.0015635754375490981 0.00073213908911554614 0.00093312033500544879 0.00065741377325069896 0.0011448781972831677 0.00013715118279747056 0.0013498602886258496 0.0013237362735711519 0.00096440842336126373 0.0010085799648404316 0.0013172169019210699 0.00098441734783007682 0.00089234139667849653 0.00081973117201121926 0.0013840447264702783 0.0011186535471250643
leaf_weight=82 54 72 83 82 57 52 67 74 98 57 52 410 73 94 65 837 60
leaf_count=82 54 72 83 82 57 52 67 74 98 57 52 410 73 94 65 837 60
internal_value=0 0.00122916 0.00127752 0.00130244 0.0005977 0.000767778 0.000376588 0.0013199 0.00134233 0.00119182 0.00135932 0.00128255 0.00115431 0.000782719 0.000964542 0.0013983 0.0012466
internal_weight=0 2097 1898 1815 272 199 124 1733 1526 155 1371 462 207 148 117 909 134
internal_count=2369 2097 1898 1815 272 199 124 1733 1526 155 1371 462 207 148 117 909 134
is_linear=0
shrinkage=0.0032998


Tree=6565
num_leaves=15
num_cat=0
split_feature=31 39 4 14 0 158 1 15 51 15 51 1 160 155
split_gain=0.324971 0.186951 0.199115 0.170853 0.220988 0.194776 0.177708 0.127245 0.230543 0.115564 0.109099 0.107375 0.060408 0.133475
threshold=-0.018414999999999997 0.098905000000000007 -0.16270999999999997 -0.10708499999999999 -0.12324999999999998 0.07968500000000002 0.12796000000000002 -0.079109999999999986 0.091805000000000012 0.0056700000000000006 -0.055564999999999996 0.11203500000000001 -0.007559999999999999 0.083165000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 -4 5 9 7 10 -9 11 -6 -5 -2 -14
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.0059341740824175749 0.0067624597807446176 -0.00087639750670071676 0.01385120507063458 -0.0055221767408475371 0.0162409469826344 0.010790161844296462 -0.0027500547583200691 0.0065113866103820037 -0.0045305378508225958 0.0062271011301603361 0.008315716402088235 0.0032205205399540846 0.01779863849781425 0.0075586256615958998
leaf_weight=63 54 98 78 121 58 52 56 1139 56 54 349 59 85 64
leaf_count=63 54 98 78 121 58 52 56 1139 56 54 349 59 85 64
internal_value=0 0.00630107 0.00661801 0.00611171 0.00580025 0.00147194 0.00654579 0.00687186 0.00599244 -0.000591094 0.00944952 -0.00264653 0.0116522 0.0134123
internal_weight=0 2323 2225 2022 1944 286 1658 1602 1195 234 407 180 203 149
internal_count=2386 2323 2225 2022 1944 286 1658 1602 1195 234 407 180 203 149
is_linear=0
shrinkage=0.16829


Tree=6566
num_leaves=9
num_cat=0
split_feature=97 15 1186 3 3 3 376 48
split_gain=0.216132 0.147133 0.106398 0.124055 0.113067 0.107225 0.119639 0.101782
threshold=-0.0047149999999999996 0.13106500000000001 0.060550000000000007 -0.23303499999999996 -0.154195 -0.12077499999999998 0.083960000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.005638636679286632 0.011766010525367455 -0.0022579828771160763 -0.00075911555965378597 -0.0015987399715595007 0.011095722663820277 6.9678584554168843e-05 -0.0011822530509771406 0.0058915243652029143
leaf_weight=53 91 72 75 63 97 90 76 1769
leaf_count=53 91 72 75 63 97 90 76 1769
internal_value=0 0.00521367 0.00545239 0.00566633 0.00540052 0.00561841 0.00534291 0.00561064
internal_weight=0 2333 2261 2186 2095 2032 1935 1859
internal_count=2386 2333 2261 2186 2095 2032 1935 1859
is_linear=0
shrinkage=0.16829


Tree=6567
num_leaves=26
num_cat=0
split_feature=1 1 12 47 48 1 16 1446 52 13 52 150 1213 12 16 52 13 39 52 16 12 12 159 52 1
split_gain=7.87319 1.4013 1.00943 0.7309 0.734479 0.550763 0.34272 0.333108 0.289787 0.22579 0.310595 0.17213 0.144933 0.141737 0.13831 0.131011 0.130921 0.362215 0.115663 0.110247 0.103275 0.12213 0.0953896 0.149634 0.0729004
threshold=0.10752500000000002 0.15067500000000003 0.077755000000000005 0.085505000000000012 0.094275000000000012 0.09518500000000002 -0.42372999999999994 0.091180000000000011 0.024560000000000002 -0.085499999999999979 0.11297500000000001 1.0000000180025095e-35 -0.12254999999999999 -1.0000000180025095e-35 -0.040964999999999994 -0.068499999999999991 -0.086689999999999975 0.085345000000000018 0.088425000000000017 -0.0060199999999999993 0.086700000000000013 0.085205000000000017 0.078675000000000009 -0.53937999999999986 0.092900000000000024
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=2 3 5 6 -5 8 -2 9 13 12 15 -7 -4 -1 -12 22 -8 -18 20 24 21 -14 23 -11 -17
right_child=1 -3 7 4 -6 11 16 -9 -10 10 14 -13 18 -15 -16 19 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0010596956427083506 0.00073126832574514156 9.0450698932423483e-05 0.0010250017591776008 0.0011122298703627037 0.00059130829868992351 0.00084320064567887669 0.00034279548155509079 0.00089008565648051327 0.0012042407080078445 0.0011300363184900246 0.0010698240924920434 0.0005813156847995208 0.0011668750518942892 0.00084088174408201337 0.00088765300459957221 0.0011488353268714207 0.00070280261137757637 0.00035172249914547669 0.0013159900265671011 0.0012963971969302795 0.0010741013475247226 0.0013597557756695599 0.0011516167963526501 0.000939797031356849 0.0010155012672064714
leaf_weight=56 94 53 53 66 54 61 52 71 61 81 92 52 135 84 98 548 70 60 96 55 79 53 96 112 54
leaf_count=56 94 53 53 66 54 61 52 71 61 81 92 52 135 84 98 548 70 60 96 55 79 53 96 112 54
internal_value=0 0.000595116 0.00108028 0.000662571 0.000878109 0.000908409 0.000568731 0.00111351 0.00101247 0.00112371 0.00109921 0.000722999 0.00119051 0.000928659 0.000976048 0.00112391 0.00048459 0.000541037 0.00121457 0.00115034 0.00117798 0.00122144 0.00106372 0.00101982 0.00113693
internal_weight=0 449 1937 396 120 314 276 1623 201 1552 1136 113 416 140 190 946 182 130 363 657 267 188 289 193 602
internal_count=2386 449 1937 396 120 314 276 1623 201 1552 1136 113 416 140 190 946 182 130 363 657 267 188 289 193 602
is_linear=0
shrinkage=0.0032998


Tree=6568
num_leaves=11
num_cat=0
split_feature=1 457 12 1 2 1456 158 480 47 2
split_gain=0.224409 0.149484 0.149815 0.230297 0.141687 0.09176 0.105353 0.146625 0.0828267 0.0569027
threshold=0.15067500000000003 0.11251000000000001 -0.10853999999999998 0.12007000000000002 -0.00097499999999999985 0.090820000000000026 0.11186000000000001 -1.0000000180025095e-35 0.085770000000000027 0.12901000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 -5
right_child=-2 -3 3 8 5 -7 -8 -9 -10 -11
leaf_value=0.014190498680501094 -0.0059362145622231036 -0.0036925707835308332 0.012615934469429772 -0.0072076453755732196 -0.0034697168027204043 -0.00038237416585550662 0.012134596066948691 0.0055751877025625044 0.0046298123970658763 0.00019410879193172332
leaf_weight=53 53 53 79 56 52 76 67 1782 54 61
leaf_count=53 53 53 79 56 52 76 67 1782 54 61
internal_value=0 0.00512284 0.00532855 0.00511684 0.00561049 0.00532965 0.00555896 0.00531775 -0.000808096 -0.00333326
internal_weight=0 2333 2280 2227 2056 1977 1901 1834 171 117
internal_count=2386 2333 2280 2227 2056 1977 1901 1834 171 117
is_linear=0
shrinkage=0.16829


Tree=6569
num_leaves=25
num_cat=0
split_feature=1 12 47 2 1 1 15 2 150 15 12 40 13 4 156 2 15 4 42 16 42 160 42 42
split_gain=10.2073 1.92436 1.44764 0.906989 0.851104 0.808839 0.643197 0.613798 0.322342 0.307709 0.300268 0.299931 0.263853 0.259089 0.206465 0.264782 0.210713 0.184299 0.175766 0.169677 0.226856 0.166072 0.132705 0.00483479
threshold=0.10752500000000002 0.077755000000000005 0.085505000000000012 1.0000000180025095e-35 0.092655000000000015 0.12007000000000002 -0.077809999999999976 0.106285 1.0000000180025095e-35 -0.41880499999999993 0.11512500000000002 -1.0000000180025095e-35 -0.14819499999999997 -0.030434999999999993 0.082525000000000015 0.089540000000000022 -0.042294999999999992 0.03851000000000001 0.085195000000000007 0.092980000000000021 0.079170000000000004 -0.0061249999999999994 0.087130000000000027 0.08426500000000002
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 4 5 -4 11 6 -2 12 -6 -7 17 -1 -3 -13 15 18 -16 -9 21 20 -17 -14 -20 -18
right_child=2 7 3 -5 8 9 -8 10 -10 -11 -12 13 14 -15 16 19 23 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0013261481930384963 0.0005541476907305787 0.0015298115360686936 0.0012288599642730547 0.00067405823477053337 0.00094239885825970126 0.00054743888286393476 0.0010173104667493551 0.0012713199136974937 0.00061019391388138623 0.00027691210714731509 0.00088927180606966107 0.001195054973438023 0.0015228727167850584 0.00088571091858613072 0.0015594836847699191 0.0010562406068259428 0.0013482645530394925 0.0010330936531011967 0.0011304856897516138 0.0013565871540672217 0.0012436440825179141 0.0013302908629393699 0.0012891271764393084 0.0012735788034156134
leaf_weight=63 76 55 70 60 70 96 58 98 60 89 52 61 59 60 62 121 52 59 77 67 182 395 292 52
leaf_count=63 76 55 70 60 70 96 58 98 60 89 52 61 59 60 62 121 52 59 77 67 182 395 292 52
internal_value=0 0.00123158 0.000679195 0.000973069 0.000994614 0.000559324 0.000754884 0.00127741 0.000789345 0.000417484 0.00110935 0.00113945 0.00130222 0.00104195 0.00129299 0.00127748 0.00140418 0.00118202 0.00131093 0.001203 0.00116892 0.0013554 0.00125612 0.00131126
internal_weight=0 1937 449 130 314 319 134 1623 130 185 209 184 1414 121 1359 1193 166 157 823 370 303 454 369 104
internal_count=2386 1937 449 130 314 319 134 1623 130 185 209 184 1414 121 1359 1193 166 157 823 370 303 454 369 104
is_linear=0
shrinkage=0.0032998


Tree=6570
num_leaves=20
num_cat=0
split_feature=4 3 39 41 13 376 16 0 0 14 0 4 51 4 3 4 3 52 52
split_gain=7.38443 3.05185 1.98192 0.861914 0.429834 0.402264 0.398489 0.462844 0.376508 0.461847 0.293228 0.249449 0.179844 0.399844 0.166435 0.194284 0.12329 0.090624 0.0678784
threshold=0.30163500000000004 0.20828500000000003 0.081875000000000017 0.07831500000000001 -0.079299999999999995 0.081970000000000015 -0.052894999999999991 -0.10417499999999999 -0.0088949999999999984 -0.10708499999999999 -0.17106499999999999 0.00077000000000000018 0.07955000000000001 -0.0087849999999999977 -0.088159999999999988 -0.080659999999999996 -0.064294999999999977 -0.085924999999999987 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 -4 12 -8 9 -2 -11 -9 16 -14 -1 18 -6 -17 -16
right_child=8 -3 5 -5 6 -7 7 11 -10 10 -12 -13 13 -15 15 17 -18 -19 -20
leaf_value=0.0013969516748312779 0.00070174944962529619 0.00036156730988508388 0.00093603624712939888 0.0015306108732352814 0.0011763854437544228 0.00061644357798956511 0.00075376682569937271 0.0011164247372737711 0.00074880704907321911 0.0004944220093090158 0.00019099008261311241 0.00093389639644596528 0.0012375230609712828 0.00084832994962332679 0.00097904221546429469 0.0011283433206082064 0.0013500329335411774 0.001248936437018485 0.0011543785728593662
leaf_weight=53 52 58 98 67 441 78 55 374 54 67 73 108 60 57 52 90 53 410 54
leaf_count=53 52 58 98 67 441 78 55 374 54 67 73 108 60 57 52 90 53 410 54
internal_value=0 0.0011089 0.00113003 0.00116151 0.00114781 0.000794599 0.0011089 0.0010427 0.000504475 0.000435573 0.000336456 0.0010756 0.00116702 0.00104822 0.00121554 0.00119962 0.00119509 0.0012273 0.0010687
internal_weight=0 2108 2050 1874 1807 176 1148 537 246 192 140 482 611 117 659 606 494 500 106
internal_count=2354 2108 2050 1874 1807 176 1148 537 246 192 140 482 611 117 659 606 494 500 106
is_linear=0
shrinkage=0.0032998


Tree=6571
num_leaves=13
num_cat=0
split_feature=41 4 40 1 457 1 0 124 124 40 1204 48
split_gain=0.190083 0.436315 0.263213 0.203248 0.202777 0.453696 0.119005 0.12458 0.172767 0.107443 0.106993 0.0544916
threshold=0.07831500000000001 0.032965000000000001 1.0000000180025095e-35 0.14551500000000003 0.079590000000000008 0.083065000000000014 -0.18560999999999997 -0.051674999999999992 -0.085664999999999977 -0.0057599999999999986 -0.082199999999999981 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -8 -9 -11 -7
right_child=1 -3 -4 -5 5 11 7 9 -10 10 -12 -13
leaf_value=0.013231238516446153 0.024486701080501716 0.0033848360035197284 -0.0057364452645928248 0.016296755084053028 0.011207323066778312 -0.0098368048914979894 0.0072584385038224784 0.013818984689432429 -0.0060853093544362908 0.012266953759096491 0.0061190847507199787 -0.0022170836386840808
leaf_weight=74 52 60 52 57 70 56 57 58 53 85 1628 52
leaf_count=74 52 60 52 57 70 56 57 58 53 85 1628 52
internal_value=0 0.0131982 0.00607893 0.0063603 0.00609392 0.000644775 0.00658914 0.00632688 0.000812846 0.00666835 0.00642519 -0.00618469
internal_weight=0 112 2242 2190 2133 178 1955 1881 110 1771 1713 108
internal_count=2354 112 2242 2190 2133 178 1955 1881 110 1771 1713 108
is_linear=0
shrinkage=0.16829


Tree=6572
num_leaves=17
num_cat=0
split_feature=11 376 12 2 0 3 0 2 16 15 0 0 49 15 0 133
split_gain=0.176906 0.15523 0.124278 0.145267 0.2606 0.419773 0.199214 0.167852 0.138622 0.153331 0.118839 0.125347 0.0968624 0.0867468 0.0724387 0.0689535
threshold=0.093740000000000018 0.086100000000000024 -0.11875499999999999 0.10527500000000002 0.0060900000000000008 0.092330000000000009 -0.15503499999999998 0.089045000000000013 -0.031434999999999998 -0.075694999999999985 -0.07964499999999998 -0.0076699999999999989 1.0000000180025095e-35 0.10712000000000001 -0.089964999999999976 0.026115000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -6 9 12 -10 15 -5 -11 -8 -12
right_child=-2 -3 3 8 7 -7 14 -9 10 13 11 -13 -14 -15 -16 -17
leaf_value=0.013264789929316964 -0.0032337668772990844 -0.0028400041563655361 0.016373701055212037 -0.0022384122572349217 0.0076851680167242574 -0.0085062648258840516 0.0080487543073574658 0.02128083390695909 -0.0070869929385047152 0.014623986700634665 0.0087255076342254174 -0.0048191929756287288 0.0069634281796462404 0.0051985340730610948 0.0052803928943668376 0.00065965331947668074
leaf_weight=62 66 60 54 73 52 56 356 52 52 61 66 52 58 52 1126 56
leaf_count=62 66 60 54 73 52 56 356 52 52 61 66 52 58 52 1126 56
internal_value=0 0.00558685 0.00581459 0.0056005 0.00632696 0.0057919 0.00631436 0.0145003 0.00297524 0.0057568 -1.9916e-05 0.00208176 0.00182197 0.0103025 0.00594661 0.00503787
internal_weight=0 2288 2228 2166 1696 1592 1536 104 470 244 226 174 131 113 1482 122
internal_count=2354 2288 2228 2166 1696 1592 1536 104 470 244 226 174 131 113 1482 122
is_linear=0
shrinkage=0.16829


Tree=6573
num_leaves=14
num_cat=0
split_feature=1209 13 40 16 16 40 0 15 15 2 40 50 1452
split_gain=0.14332 0.145506 0.107635 0.19592 0.119021 0.257812 0.132962 0.123393 0.160924 0.118598 0.174378 0.0974429 0.130246
threshold=0.082105000000000011 -0.044684999999999996 0.0046150000000000002 -0.54345999999999994 -0.095494999999999983 -0.07334499999999998 -0.084319999999999992 0.082365000000000008 -0.088954999999999992 -0.0091949999999999983 -0.079414999999999986 0.13257000000000002 0.084885000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 8 -7 -6 -11 12 -12
right_child=1 -3 -4 4 9 6 -8 -9 -10 10 11 -13 -14
leaf_value=-0.0056017174306595184 0.01568696704457086 0.0046698661476077567 -0.0032214439975645518 -0.0022972960881375093 -0.00248284161947495 0.0064438239132682115 0.015334523780155538 0.00059912771174897071 0.016723451901827009 0.013060302999292124 0.0039193659118711543 0.0099732633458924844 -0.0037182040466212552
leaf_weight=55 63 75 55 70 78 173 72 63 58 61 1394 71 66
leaf_count=55 63 75 55 70 78 173 72 63 58 61 1394 71 66
internal_value=0 0.00971243 0.00411173 0.0042992 0.00455863 0.00703981 0.0088305 0.00723156 0.00903263 0.00390977 0.0042241 0.00387087 0.00357288
internal_weight=0 138 2216 2161 2106 436 366 294 231 1670 1592 1531 1460
internal_count=2354 138 2216 2161 2106 436 366 294 231 1670 1592 1531 1460
is_linear=0
shrinkage=0.16829


Tree=6574
num_leaves=14
num_cat=0
split_feature=156 1209 1209 160 130 40 39 457 1429 49 402 133 130
split_gain=0.125898 0.107957 0.104633 0.0875805 0.0938792 0.0964189 0.110137 0.101511 0.115493 0.0785763 0.102831 0.0654893 0.0537246
threshold=-0.088004999999999986 0.082105000000000011 0.090230000000000019 -0.54119499999999987 0.0016050000000000003 1.0000000180025095e-35 0.10334500000000001 0.079590000000000008 0.08103500000000001 0.09833500000000002 0.023625000000000004 0.084335000000000007 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 10 12 -9 -6
right_child=1 2 -4 4 9 -7 -8 11 -10 -11 -12 -13 -14
leaf_value=0.011897021124111454 0.0095153566037443453 0.013964221327481839 0.0043900720666487343 0.002513454228875482 0.014058580014496154 -0.0045296772187805607 0.010451865273064354 -0.0040608597137789639 0.0074162407627752364 0.00040155689343765384 0.0023373117032825051 0.0031456547593615891 0.0072665216133255845
leaf_weight=52 61 53 85 1424 59 52 52 101 151 57 73 55 79
leaf_count=52 61 53 85 1424 59 52 52 101 151 57 73 55 79
internal_value=0 0.00350779 0.00808012 0.00321537 0.00303178 0.00260034 0.00280929 0.00257867 0.00298464 0.00597916 0.00747739 -0.00150858 0.0101834
internal_weight=0 2302 138 2164 2103 1835 1783 1731 1575 268 211 156 138
internal_count=2354 2302 138 2164 2103 1835 1783 1731 1575 268 211 156 138
is_linear=0
shrinkage=0.16829


Tree=6575
num_leaves=16
num_cat=0
split_feature=3 132 41 3 16 15 159 15 52 480 16 131 1212 43 3
split_gain=0.191044 0.203843 0.243845 0.19868 0.186088 0.115233 0.0931138 0.107288 0.0967261 0.0936838 0.106969 0.0793104 0.0994194 0.039008 0.026716
threshold=0.37720000000000004 0.088890000000000011 0.075585000000000013 -0.094404999999999975 -0.076489999999999989 0.11614000000000001 -0.0053599999999999993 0.088005000000000014 0.14564000000000002 0.086995000000000017 -0.022939999999999999 0.10488000000000001 0.055770000000000007 -0.080249999999999988 -0.067704999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -4 6 7 9 11 10 -1 12 -8 -5 -7
right_child=-2 3 4 13 -6 14 8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0028939377857484143 -0.0071908189336873695 -0.011241588363554383 0.0042061031722851671 -0.0022315456409947396 0.017800009032524756 0.005072867502683394 0.0025791495862522865 0.011798062563141492 -0.0041194309270111964 -0.00044554498256736761 0.01249838613387045 0.0087203695840885141 -0.0017525513708728329 0.0036417630735060013 0.010170659780280797
leaf_weight=91 55 53 59 58 56 55 1308 58 69 93 52 53 169 71 67
leaf_count=91 55 53 59 58 56 55 1308 58 69 93 52 53 169 71 67
internal_value=0 0.00283621 0.00329849 -0.00256411 0.0108414 0.00286711 0.00254263 0.00529902 0.0020347 0.00369419 0.00639903 0.00231342 0.0020823 0.000987124 0.0078872
internal_weight=0 2312 2130 182 115 2015 1893 294 1599 236 143 1530 1477 129 122
internal_count=2367 2312 2130 182 115 2015 1893 294 1599 236 143 1530 1477 129 122
is_linear=0
shrinkage=0.16829


Tree=6576
num_leaves=15
num_cat=0
split_feature=4 39 15 4 15 3 39 4 16 1419 15 3 12 13
split_gain=0.203102 0.249943 0.243983 0.255256 0.163152 0.161243 0.119812 0.150669 0.121574 0.117709 0.109681 0.178074 0.150851 0.0408081
threshold=0.26900000000000007 0.090455000000000021 -0.42759999999999992 0.41379000000000005 -0.14524999999999996 0.12745000000000004 0.086065000000000016 -0.50547999999999982 -0.0036549999999999998 0.085285000000000014 0.11614000000000001 0.08734500000000002 0.09567500000000001 -0.020619999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 13 6 7 -6 -8 10 11 -9 -12 -1
right_child=1 -3 3 -5 5 -7 8 9 -10 -11 12 -13 -14 -15
leaf_value=0.0056468605296903967 0.0014576297173340478 0.0063462644559006461 -0.0026160734716251647 -0.018329908439503915 0.010143335549082864 0.0099416865461896993 -0.0080791293963026114 0.0023703892065949457 0.0026406842535718305 -0.0051986432801089458 0.01410877728228109 -0.0071290231014425453 0.0016369944662302327 0.012192637481019029
leaf_weight=54 92 74 62 56 69 77 64 1477 56 60 52 58 59 57
leaf_count=54 92 74 62 56 69 77 64 1477 56 60 52 58 59 57
internal_value=0 -0.00205334 -0.00502176 -0.0100887 0.00274086 0.00238626 0.00207831 0.00242681 -0.00306158 0.00211366 0.0023813 0.00201028 0.00749582 0.00902439
internal_weight=0 284 210 118 2083 1972 1895 1775 120 1706 1646 1535 111 111
internal_count=2367 284 210 118 2083 1972 1895 1775 120 1706 1646 1535 111 111
is_linear=0
shrinkage=0.16829


Tree=6577
num_leaves=18
num_cat=0
split_feature=1 52 14 10 12 12 12 4 4 160 4 0 1 0 12 0 1
split_gain=9.35923 1.50976 1.45176 0.941728 0.6588 0.572755 0.545875 0.419687 0.327698 0.315648 0.252511 0.278226 0.19531 0.187324 0.166363 0.144643 0.0569097
threshold=0.104035 -0.41304999999999997 0.054835000000000009 -1.0000000180025095e-35 -0.029844999999999997 0.11628000000000001 0.088105000000000003 0.25472500000000003 0.08734500000000002 -1.0000000180025095e-35 -0.50547999999999982 -0.076539999999999983 0.092655000000000015 -0.14216999999999999 0.092295000000000002 -0.065794999999999979 0.12030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 12 8 9 -8 10 -5 -6 13 -1 -12 -13 16 -11
right_child=1 3 -4 6 5 -7 7 -9 -10 15 11 14 -14 -15 -16 -17 -18
leaf_value=0.00098749175700684247 0.0011375125243707608 0.0002370432566470486 0.0015722461017321752 0.00071519321597605066 0.0013580920349032174 0.00082591625802499373 0.0010337756389280329 0.00061780586650696375 0.00094798959168929239 0.00047011133900045623 0.0013476198069190335 0.00092045089881862441 0.00071038685883474402 0.0011527621269796259 0.0010961889329164126 0.00032540524449310227 0.00061477965680186504
leaf_weight=63 55 82 76 85 61 69 54 53 98 75 59 82 52 1056 239 54 54
leaf_count=63 55 82 76 85 61 69 54 53 98 75 59 82 52 1056 239 54 54
internal_value=0 0.00062038 0.00112452 0.000558066 0.00110537 0.00112214 0.000628169 0.000828064 0.00113493 0.000548229 0.00114715 0.00113816 0.000862499 0.0011631 0.00105141 0.000470485 0.000530943
internal_weight=0 512 1855 457 1779 1664 375 107 1595 268 1497 1436 115 1115 321 183 129
internal_count=2367 512 1855 457 1779 1664 375 107 1595 268 1497 1436 115 1115 321 183 129
is_linear=0
shrinkage=0.0032998


Tree=6578
num_leaves=24
num_cat=0
split_feature=2 2 2 2 0 12 11 9 48 0 2 159 0 52 0 2 2 12 2 131 131 12 52
split_gain=5.71079 3.22261 1.24433 1.0507 0.94073 0.783588 0.576143 0.364444 0.292592 0.196833 0.19261 0.253521 0.253512 0.201693 0.185579 0.172445 0.101421 0.196309 0.0917362 0.067776 0.207663 0.0945037 0.0117267
threshold=0.11366500000000002 -1.0000000180025095e-35 0.17000000000000001 0.099675000000000014 -0.13010499999999997 0.089475000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.10142000000000002 -0.055219999999999998 0.078405000000000016 -0.018164999999999997 -0.095584999999999989 0.11037500000000001 -0.088159999999999988 0.13388500000000003 0.10406500000000002 0.097145000000000023 0.088095000000000021 0.088610000000000008 0.093260000000000023 0.093995000000000009 -0.048309999999999992
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=1 7 5 6 -5 8 10 -1 15 -7 12 14 -3 18 -12 -2 -6 22 -13 21 -21 -14 -18
right_child=2 3 -4 4 16 9 -8 -9 -10 -11 11 13 19 -15 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0.00046571228053043283 0.00060419892595863314 0.00087277648871109895 0.00019004666267122559 0.00062829434303412362 0.00094507855810659395 0.00079340587453111437 0.0014543517906484991 0.00078880834591955472 0.00079065965021215536 0.0010456243172533095 0.0014470261509988076 0.0012017957344624428 0.0012085285434473643 0.00097093126580948647 0.0012105710816794114 0.00035796839516291765 0.0011412177644141192 0.00094030749734160804 0.0011285046348784194 0.00089586459649601037 0.0011584107232905639 0.0010591385513538266 0.0012301361973329906
leaf_weight=74 74 52 55 74 66 72 73 80 54 67 60 440 152 63 102 55 52 55 371 53 94 74 55
leaf_count=74 74 52 55 74 66 72 73 80 54 67 60 440 152 63 102 55 52 55 371 53 94 74 55
internal_value=0 0.00109281 0.000649616 0.00113129 0.00095274 0.000728005 0.00116642 0.000633783 0.000585601 0.000915232 0.00115201 0.00117671 0.00109169 0.00115412 0.00129836 0.00049949 0.00105789 0.00110363 0.00116831 0.00112212 0.00106399 0.00115977 0.00118725
internal_weight=0 1990 377 1836 302 322 1534 154 183 139 1461 1036 425 874 162 129 228 162 811 373 147 226 107
internal_count=2367 1990 377 1836 302 322 1534 154 183 139 1461 1036 425 874 162 129 228 162 811 373 147 226 107
is_linear=0
shrinkage=0.0032998


Tree=6579
num_leaves=18
num_cat=0
split_feature=1 1 52 52 47 14 40 15 49 48 0 50 49 42 159 156 43
split_gain=15.7561 2.55528 1.93342 1.64503 1.09402 0.922581 0.754918 0.615163 0.479276 0.347793 0.379749 0.278421 0.267838 0.161145 0.145674 0.140248 0.0938043
threshold=0.10124500000000002 0.14804000000000003 -0.41304999999999997 0.12492500000000002 0.10019500000000002 0.062655000000000016 -0.03549999999999999 -0.42759999999999992 0.12497000000000001 -1.0000000180025095e-35 -0.079249999999999987 0.11084500000000001 -0.052259999999999994 0.11819500000000001 -1.0000000180025095e-35 0.089950000000000016 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 7 6 -1 -4 9 -8 11 15 -9 14 -12 -11 -14
right_child=1 -3 3 -5 -6 -7 8 12 -10 10 13 -13 16 -15 -16 -17 -18
leaf_value=0.00094460345805502037 0.0012113773051489307 -2.6569661037710118e-05 0.00069076917582984172 0.00110681859622422 0.00089467889046499329 0.0016369447179593749 0.0010460873724423057 0.00049820173494799763 0.00097120246203414597 0.0013608825522806757 0.0013703728000886901 0.0011557518554162404 0.00034867905867813387 0.0010568476900601502 0.0012130506682264852 0.0011791433544356042 0.00016168862921050114
leaf_weight=79 75 55 88 69 80 75 64 89 55 886 84 90 61 60 347 52 58
leaf_count=79 75 55 88 69 80 75 64 89 55 886 84 90 61 60 347 52 58
internal_value=0 0.000649196 0.000720739 0.000637968 0.000551836 0.00127712 0.00126138 0.000459056 0.00127664 0.00128723 0.00129737 0.0013338 0.000360855 0.00122102 0.00124379 0.00135085 0.000257837
internal_weight=0 575 520 445 376 1792 1717 296 1638 1583 1519 1028 208 491 431 938 119
internal_count=2367 575 520 445 376 1792 1717 296 1638 1583 1519 1028 208 491 431 938 119
is_linear=0
shrinkage=0.0032998


Tree=6580
num_leaves=15
num_cat=0
split_feature=2 403 147 4 160 3 16 1428 3 3 0 160 0 42
split_gain=0.280794 0.186371 0.137763 0.247908 0.201823 0.136449 0.135101 0.115696 0.123477 0.149637 0.0853014 0.0822216 0.0727922 0.0497133
threshold=0.13631000000000001 -0.54045999999999983 0.092070000000000013 0.30163500000000004 -0.067104999999999984 0.149315 -0.15796999999999997 0.08653000000000001 0.11191000000000002 -0.0053599999999999993 -0.099059999999999995 -1.0000000180025095e-35 -0.11912999999999999 0.10651000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 13 11 8 9 -8 -6 -3 -13 -2
right_child=5 2 -4 4 10 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=0.014670666172510801 0.0054326197371370351 0.01559913027608072 0.013641600514089611 0.0070229944986373374 -0.0010492072552245493 -0.0082550109215059186 0.0044585053180838915 0.012716446985843153 -0.003343410391680813 0.010007801406513632 -0.010639753941935809 0.011690775490100586 0.0028950993155478482 -0.0018061970771186965
leaf_weight=59 53 52 52 52 54 60 1522 53 52 152 52 55 53 54
leaf_count=59 53 52 52 52 54 60 1522 53 52 152 52 55 53 54
internal_value=0 0.00532333 0.00506587 0.00485236 -0.00154892 -0.00182579 0.00537489 0.00495163 0.00471215 0.00496346 -0.00577095 0.0100699 0.00739101 0.00176259
internal_weight=0 2208 2149 2097 158 167 1939 1779 1726 1674 106 160 108 107
internal_count=2375 2208 2149 2097 158 167 1939 1779 1726 1674 106 160 108 107
is_linear=0
shrinkage=0.16829


Tree=6581
num_leaves=21
num_cat=0
split_feature=4 1 16 1 159 11 123 43 132 12 1446 16 15 16 13 15 43 13 4 481
split_gain=18.1271 3.94187 1.91204 1.87491 0.944224 0.934885 0.750791 0.592208 0.56043 0.500458 0.448066 0.360261 0.34854 0.260499 0.240588 0.236097 0.212327 0.125752 0.0928955 0.0732359
threshold=0.30163500000000004 0.10752500000000002 0.23993500000000004 0.13075500000000004 0.075610000000000011 1.0000000180025095e-35 1.0000000180025095e-35 -0.049364999999999992 0.082150000000000015 0.090175000000000019 0.083715000000000026 0.041625000000000002 -0.42443999999999993 -0.023519999999999996 -0.095574999999999979 0.029300000000000003 -0.080249999999999988 -0.057284999999999996 -0.0058549999999999991 -0.082049999999999984
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 5 4 7 18 6 8 -2 9 10 14 16 -5 -10 -1 -7 -11 -13 -3 -12
right_child=3 2 -4 12 -6 15 -8 -9 13 11 19 17 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0012276304814285456 0.00039644646739229203 0.0010140489033054043 0.0013827745749730653 0.00028026964407510177 0.00037285422554953943 0.0015466637239529213 0.0010507771256740149 0.00082839526948542464 0.001296159822694927 0.0015120374206555223 0.0017391535731328994 0.0012706018168192887 -8.1779624744564855e-05 0.0010008122733683685 0.0014438664536806391 0.0018425395499626425 0.001337682778788453 0.0010706829726969977 0.00081255714547496681 0.001560878310655096
leaf_weight=63 54 53 72 65 53 75 76 98 94 104 57 90 52 52 760 52 333 61 53 58
leaf_count=63 54 53 72 65 53 75 76 98 94 104 57 90 52 52 760 52 333 61 53 58
internal_value=0 0.00134328 0.00093609 0.000433424 0.000733597 0.00139343 0.00137346 0.000675172 0.0013881 0.00140692 0.00145463 0.00133073 0.000119058 0.00119121 0.00142736 0.00166809 0.00137926 0.00119007 0.000913635 0.00164955
internal_weight=0 2106 231 269 159 1875 1748 152 1672 1526 938 588 117 146 823 127 437 151 106 115
internal_count=2375 2106 231 269 159 1875 1748 152 1672 1526 938 588 117 146 823 127 437 151 106 115
is_linear=0
shrinkage=0.0032998


Tree=6582
num_leaves=22
num_cat=0
split_feature=1 1 16 14 12 52 1447 1 12 43 1 16 12 12 49 1 16 16 403 52 159
split_gain=5.75744 1.0432 0.699205 0.579128 0.561069 0.335893 0.335882 0.289748 0.367236 0.274934 0.184099 0.132275 0.124434 0.201032 0.180777 0.137665 0.121159 0.117 0.0901477 0.0973807 0.0529546
threshold=0.10915500000000002 0.15022500000000003 0.22564000000000003 0.062655000000000016 0.077755000000000005 0.12431000000000002 -0.051529999999999992 0.092655000000000015 -0.011819999999999999 -0.072864999999999985 0.12719000000000003 -0.072359999999999994 0.091545000000000015 0.092395000000000019 0.097085000000000019 0.089475000000000013 -0.015379999999999998 0.39524000000000009 -0.089974999999999986 0.085020000000000012 0.084780000000000008
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 5 4 7 9 16 8 -1 -2 -11 -9 15 -14 17 18 -6 -15 19 -8 -20
right_child=1 -3 -4 -5 6 -7 12 11 -10 10 -12 -13 13 14 -16 -17 -18 -19 20 -21 -22
leaf_value=0.0010180798968463885 0.00024573985506217327 1.6697407252717511e-05 0.00081161284283240778 0.0011674597950385669 0.00095534060440075747 0.00066968183843758812 0.00073219662873069778 0.00052694104593688478 0.00070736931993772639 0.00057848950812963977 0.00035016331872143565 0.00072493816311133136 0.00064368161069284211 0.00086647573539822876 0.00072958608822179213 0.00076662860053219027 0.0011392166141503009 0.001034773578606376 0.00094800388468329569 0.00092259224162719142 0.00085314670564028334
leaf_weight=71 89 52 71 73 98 60 58 69 103 87 71 84 54 374 100 76 71 54 511 66 83
leaf_count=71 89 52 71 73 98 60 58 69 103 87 71 84 54 374 100 76 71 54 511 66 83
internal_value=0 0.000455607 0.000515893 0.000877726 0.000866409 0.000447386 0.000892803 0.000741597 0.000834356 0.000393245 0.00047611 0.000635876 0.000875583 0.00083808 0.000857895 0.000903028 0.0010328 0.000887792 0.000917417 0.00083382 0.000934809
internal_weight=0 430 378 1945 1872 307 1545 327 174 247 158 153 1376 582 528 794 169 428 718 124 594
internal_count=2375 430 378 1945 1872 307 1545 327 174 247 158 153 1376 582 528 794 169 428 718 124 594
is_linear=0
shrinkage=0.0032998


Tree=6583
num_leaves=18
num_cat=0
split_feature=2 4 0 1447 43 15 1428 15 15 16 0 3 16 2 12 16 1447
split_gain=0.26483 0.134067 0.132311 0.124351 0.122119 0.110832 0.0983206 0.120407 0.147102 0.262825 0.140689 0.120145 0.0939296 0.0722796 0.0682387 0.0652676 0.0553832
threshold=0.13631000000000001 0.30163500000000004 -0.065794999999999979 -0.051529999999999992 -0.22778999999999996 -0.4680149999999999 0.08653000000000001 0.085790000000000019 -0.0073899999999999999 -0.089984999999999996 -0.10120999999999998 -0.0053599999999999993 -0.015379999999999998 0.095545000000000005 0.094955000000000025 -0.54057999999999995 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 12 14 -3 7 8 11 -10 -9 -6 16 -12 -5 -7 -1
right_child=2 5 -4 4 6 15 -8 10 9 -11 13 -13 -14 -15 -16 -17 -18
leaf_value=0.0034243290607269502 0.0045069991914047057 0.0070994463106317371 -0.0050537795519456155 0.015911266120490181 0.0048828650546402421 0.0026511387369893857 0.012731317154702354 0.015872654718646923 0.0099639964180493878 -0.00058447732933472173 0.0075620799563747166 0.010701251708565162 0.014830810330050369 0.0019426850443436464 0.0073551522618605369 -0.0052582094677520409 0.010972218219998353
leaf_weight=55 72 68 95 52 643 57 54 52 86 300 386 120 82 79 56 61 57
leaf_count=55 72 68 95 52 643 57 54 52 86 300 386 120 82 79 56 61 57
internal_value=0 0.00602026 -0.000921009 0.00641831 0.00598608 0.00168348 0.00563935 0.0054084 0.0044449 0.00176105 0.00754624 0.0058003 0.0104818 0.00661125 0.0114914 -0.00142237 0.00728171
internal_weight=0 2208 167 2022 1828 186 1720 1666 1149 386 517 763 194 465 108 118 112
internal_count=2375 2208 167 2022 1828 186 1720 1666 1149 386 517 763 194 465 108 118 112
is_linear=0
shrinkage=0.16829


Tree=6584
num_leaves=25
num_cat=0
split_feature=3 13 4 15 1 3 15 3 16 43 4 1454 15 133 4 16 16 16 12 13 42 3 4 1
split_gain=0.183472 0.138486 0.163461 0.34551 0.331129 0.14522 0.176285 0.117624 0.143865 0.115643 0.108101 0.164164 0.108817 0.144015 0.138174 0.126883 0.104859 0.134889 0.155759 0.110666 0.102588 0.0947335 0.0836908 0.0499549
threshold=0.25468500000000005 -0.079299999999999995 -0.033449999999999987 -0.026169999999999995 0.10525000000000002 0.097710000000000005 -0.41971499999999995 -0.078254999999999977 -0.11180499999999999 0.064420000000000019 -0.083354999999999985 0.079885000000000012 0.096190000000000012 0.082925000000000013 0.054560000000000004 -0.072534999999999988 0.052915000000000011 -0.064539999999999986 0.08536500000000001 -0.0039049999999999992 -0.081594999999999987 -0.091869999999999993 -0.42305999999999994 0.13948500000000003
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 9 4 5 16 6 -4 20 -9 10 -1 12 13 14 -12 -15 17 18 -3 -19 -8 -20 -18 -2
right_child=23 2 3 -5 -6 -7 7 8 -10 -11 11 -13 -14 15 -16 -17 22 19 21 -21 -22 -23 -24 -25
leaf_value=0.01257207858700206 0.0012981518357063782 -0.0041835088355735009 -0.0053016753146158 -0.0070862352845124359 0.016171915424571217 0.011124992031828171 0.0044281054375493283 -0.0013285524171109365 0.0078488170479158754 0.012200948470600471 0.004554265237038003 -0.0035623726680881988 0.013488773753568835 0.013453367276025476 -0.0050740916551869249 0.0054947773482991241 0.0046502649217059011 0.0057632954396187484 0.011245116403907749 0.0164160363790039 -0.0041480093781543137 0.004266635190833889 -0.0022810558021231077 -0.0059255834389514758
leaf_weight=64 56 53 68 100 76 65 80 61 228 97 205 54 52 87 53 167 98 58 68 54 78 302 99 52
leaf_count=64 56 53 68 100 76 65 80 61 228 97 205 54 52 87 53 167 98 58 68 54 78 302 99 52
internal_value=0 0.00492503 0.00397039 0.00204351 0.0055898 0.0036207 0.00267007 0.00388679 0.00590551 0.00674623 0.00596778 0.00528093 0.00613081 0.00538001 0.00256938 0.00822782 0.00448866 0.00571177 0.00432971 0.0109155 0.000182956 0.00555402 0.00115789 -0.00216331
internal_weight=0 2267 1488 680 808 580 515 447 289 779 682 618 564 512 258 254 732 535 423 112 158 370 197 108
internal_count=2375 2267 1488 680 808 580 515 447 289 779 682 618 564 512 258 254 732 535 423 112 158 370 197 108
is_linear=0
shrinkage=0.16829


Tree=6585
num_leaves=15
num_cat=0
split_feature=149 51 43 0 0 1453 0 12 12 150 12 13 4 4
split_gain=0.263278 0.144901 0.191493 0.335766 0.153476 0.210497 0.133968 0.10526 0.118944 0.141258 0.0957109 0.095214 0.0833936 0.0271771
threshold=0.079000000000000015 -0.22361999999999996 -0.17157499999999998 -0.074204999999999979 -0.13740499999999997 -0.065549999999999983 -0.070064999999999975 -0.09947499999999998 0.085465000000000013 0.085210000000000022 0.088170000000000012 -0.016999999999999998 0.057265000000000003 0.046720000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 11 -6 -1 -7 9 -9 -10 13 -13 -4
right_child=-2 2 4 -5 5 7 -8 8 10 -11 -12 12 -14 -15
leaf_value=0.014259602504103406 0.013728972561005522 0.0023490373974586081 -0.0021445597669733688 -0.014557474759002683 -0.0065988300432558555 0.011003912103851703 0.0035360163036722504 -3.5643551005036774e-05 0.0069382255174663468 0.0071487721150457796 0.0033578922854099321 -0.0015405636765304172 0.0062302150255951951 -0.0074728315085213388
leaf_weight=55 61 92 54 52 60 52 84 439 288 94 813 100 64 57
leaf_count=55 61 92 54 52 60 52 84 439 288 94 813 100 64 57
internal_value=0 0.00251993 0.00218062 -0.00374362 0.00260362 0.0031859 0.00779209 0.00353518 0.00329639 0.00122803 0.00429607 -0.00108682 0.00148098 -0.00489689
internal_weight=0 2304 2165 144 2021 1746 139 1686 1634 533 1101 275 164 111
internal_count=2365 2304 2165 144 2021 1746 139 1686 1634 533 1101 275 164 111
is_linear=0
shrinkage=0.16829


Tree=6586
num_leaves=23
num_cat=0
split_feature=1 0 40 157 1 0 0 39 1456 0 2 0 1 133 42 0 160 3 402 0 0 2
split_gain=0.177932 0.19123 0.199422 0.213197 0.199364 0.161923 0.191807 0.131768 0.130814 0.124251 0.117973 0.104994 0.153753 0.0762123 0.13822 0.0783771 0.0790384 0.0644034 0.0620067 0.0558281 0.0724472 0.044541
threshold=0.088340000000000016 -0.041074999999999993 -0.084709999999999994 -0.06266999999999999 0.10638500000000002 0.040035000000000008 -0.054419999999999989 0.0095750000000000019 -0.06457499999999998 -0.14097999999999997 0.11280000000000003 -0.07385499999999999 0.11663000000000003 0.11667000000000001 0.094725000000000018 -0.072174999999999975 0.10488000000000001 -0.086049999999999988 -0.088779999999999984 -0.10803999999999998 -0.082284999999999983 0.089570000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 6 8 -6 21 10 -5 19 -13 14 15 16 -10 -15 -19 -11 -21 -1
right_child=1 4 3 9 7 -7 -8 -9 13 11 -12 12 -14 17 -16 -17 -18 18 -20 20 -22 -23
leaf_value=-0.0042787315088435229 -0.010764119195114394 -0.0015318031946676474 -0.0076963941780614628 -0.0073161840359369937 0.0043244589332196237 -0.0038888040624602805 0.012509623457880981 0.014880554033230289 0.0049620547633122706 0.0089215317693798913 0.0019372898785781475 -0.006036315421403305 0.005516089392047549 0.0051569666470134322 0.011662328219261862 -0.0014836686462232406 -0.0017340105369258003 0.0022323413838304267 -0.0058951064166294686 0.00028711391353213376 0.0059989383320370694 0.0020978388161292019
leaf_weight=74 52 84 88 82 79 78 71 59 764 60 74 80 55 60 74 66 53 54 52 125 128 53
leaf_count=74 52 84 88 82 79 78 71 59 764 60 74 80 55 60 74 66 53 54 52 125 128 53
internal_value=0 0.000578313 -0.000712993 3.96983e-05 0.00491403 0.00355042 0.00399103 0.00885059 0.00350574 0.00116979 -0.0029152 0.00259625 -0.00131647 0.00408514 0.00466291 0.00407428 0.00452547 0.000743487 -0.00173776 0.00428958 0.00318399 -0.0016035
internal_weight=0 966 744 692 222 1399 1321 138 1250 604 156 448 135 1123 957 883 817 166 106 313 253 127
internal_count=2365 966 744 692 222 1399 1321 138 1250 604 156 448 135 1123 957 883 817 166 106 313 253 127
is_linear=0
shrinkage=0.16829


Tree=6587
num_leaves=22
num_cat=0
split_feature=3 15 2 2 12 15 15 2 15 160 15 157 157 50 0 48 0 0 3 12 2
split_gain=5.47777 1.26393 1.35521 1.25645 1.10987 0.591848 0.506264 0.436861 0.376658 0.355324 0.249215 0.180734 0.198435 0.182678 0.274599 0.248037 0.245753 0.167296 0.16155 0.140779 0.112167
threshold=-0.049204999999999992 -0.37478999999999996 0.10859000000000001 0.074875000000000011 0.054520000000000006 -1.0000000180025095e-35 -0.026169999999999995 0.12051500000000002 -0.092459999999999987 -0.067104999999999984 -0.084629999999999997 -0.08205999999999998 -0.06482499999999998 0.041865000000000006 -0.094709999999999989 0.093265000000000015 -0.089044999999999985 -0.085669999999999982 -0.12077499999999998 0.093995000000000009 0.08920500000000002
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=4 9 3 -3 -1 8 10 11 -5 -2 -4 17 -13 14 18 -16 -15 -6 -14 -18 -19
right_child=1 2 6 5 7 -7 -8 -9 -10 -11 -12 12 13 16 15 -17 19 20 -20 -21 -22
leaf_value=0.00031361815917157641 0.00035698769223868382 0.00032432410934036816 0.00028349608665375763 0.0008119304128926286 0.0010609573065163396 0.00099485337128651149 3.4471269360577262e-05 0.0005664968486649507 0.00047135029817266271 6.1461405780591804e-06 0.00057919122105715235 0.00060097848260993244 0.00081991280496832985 0.0010656121504922437 0.00083008543608981968 0.00062483690401185824 0.00089896490771782672 0.00075023782943660605 0.00059440088276351553 0.0007197650393253065 0.00095897510595351033
leaf_weight=52 52 98 79 72 60 83 60 81 71 80 52 52 52 66 841 71 133 66 112 79 53
leaf_count=52 52 98 79 72 60 83 60 81 71 80 52 52 52 66 841 71 133 66 112 79 53
internal_value=0 0.000433077 0.000506942 0.000636997 0.000789461 0.000772425 0.000286141 0.000804292 0.000643078 0.000144623 0.00040114 0.000816423 0.000803645 0.000811403 0.000791616 0.000814145 0.000887858 0.000916588 0.000666119 0.000832354 0.000843501
internal_weight=0 647 515 324 1718 226 191 1666 143 132 131 1585 1406 1354 1076 912 278 179 164 212 119
internal_count=2365 647 515 324 1718 226 191 1666 143 132 131 1585 1406 1354 1076 912 278 179 164 212 119
is_linear=0
shrinkage=0.0032998


Tree=6588
num_leaves=22
num_cat=0
split_feature=12 15 12 15 15 160 10 52 52 48 52 157 157 15 15 52 52 15 0 0 52
split_gain=11.3427 2.60162 2.05138 1.29604 0.964419 0.780799 0.696482 0.629477 0.684962 0.367562 0.405181 0.284024 0.317841 0.228543 0.321645 0.283788 0.235783 0.149708 0.142776 0.131142 0.0798771
threshold=0.077755000000000005 -0.37478999999999996 0.13969000000000004 -0.17677499999999999 0.035560000000000008 -0.069009999999999988 -1.0000000180025095e-35 -0.092059999999999989 0.044705000000000002 0.096030000000000018 -0.043914999999999989 -0.08205999999999998 -0.060134999999999994 -0.035449999999999988 -0.069404999999999981 0.0052050000000000004 0.10855000000000002 0.095760000000000012 -0.085669999999999982 -0.08150499999999998 0.12539500000000003
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 -2 6 -1 -3 -8 9 10 -9 18 -13 14 15 -14 17 -15 -5 -20 -18
right_child=2 4 -4 11 -6 -7 7 8 -10 -11 -12 12 13 16 -16 -17 20 -19 19 -21 -22
leaf_value=0.00085149242681951899 0.0010089050639731077 0.00066590284226054138 0.00081995569939851418 0.0017545017885523754 0.0014662489266788334 0.00035081987910421042 0.0013208679133105956 0.00079220123673715427 0.0012510344526731928 0.00065000763167257349 0.0011141622044399603 0.0012520319029333397 0.0014037999994904564 0.001559176744354645 0.0012423128983817609 0.0016199268968422199 0.0012920749346257772 0.0014120642404514875 0.0014402929574390108 0.0016657879573889439 0.001453998245605628
leaf_weight=56 63 59 54 60 55 87 77 80 79 53 94 67 221 686 88 99 53 91 62 59 122
leaf_count=56 63 59 54 60 55 87 77 80 79 53 94 67 221 686 88 99 53 91 62 59 122
internal_value=0 0.000939867 0.00145443 0.00147491 0.0010528 0.000547134 0.00100127 0.00105284 0.000985278 0.000892635 0.000966337 0.00149315 0.00147725 0.00148831 0.00142158 0.00147077 0.00151688 0.00154199 0.00161834 0.00155054 0.00140516
internal_weight=0 640 1725 1671 497 143 442 383 306 227 174 1608 1427 1360 408 320 952 777 181 121 175
internal_count=2365 640 1725 1671 497 143 442 383 306 227 174 1608 1427 1360 408 320 952 777 181 121 175
is_linear=0
shrinkage=0.0032998


Tree=6589
num_leaves=25
num_cat=0
split_feature=1 52 3 1 12 16 4 1 16 14 4 1 16 3 52 15 15 4 52 12 475 43 3 16
split_gain=10.2001 2.3718 0.922311 0.882436 0.75638 0.50142 0.497809 0.398467 0.422322 0.385218 0.328652 0.294619 0.200071 0.175659 0.15233 0.21504 0.202645 0.168764 0.195387 0.221611 0.0827431 0.0959226 0.0685827 0.0603029
threshold=0.10538500000000002 -0.40011499999999994 -0.049204999999999992 0.089625000000000024 -0.010219999999999998 -0.082354999999999984 0.30163500000000004 0.13630500000000004 -0.061784999999999993 0.062655000000000016 -0.11205499999999999 0.096575000000000008 -0.25959999999999994 0.11535000000000002 0.11297500000000001 -0.080419999999999978 0.090455000000000021 0.00025000000000000006 -0.034054999999999995 0.088055000000000008 -0.085734999999999992 -0.12584499999999996 -0.083039999999999989 -0.046599999999999996
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 6 9 -5 -6 -3 8 13 10 -1 22 -9 -4 17 -16 -17 20 -19 -20 -12 -22 -7 -24
right_child=1 2 7 4 5 11 -8 12 -10 -11 14 -13 -14 -15 15 16 -18 18 19 -21 21 -23 23 -25
leaf_value=0.00094583778341609539 0.0012139767067951702 0.00094258797959797971 0.00071425437129115559 0.00062574435550012924 0.00079625905026712326 0.00091157813304394697 0.00053371511999179974 9.3007505200792766e-05 0.00031187464733527687 0.0014153951890364406 0.0013109646536305338 0.0012512793580655109 0.00037715607502692453 0.00046397132384499659 0.0012368169732142849 0.00082303968067580871 0.0010853164572496485 0.00096420183348284105 0.0013115268666506563 0.0010490179231561461 0.0012806342380779817 0.0011607227738640042 0.001148360288804726 0.00098364592801509425
leaf_weight=99 57 64 74 61 79 53 67 52 89 55 56 91 57 54 55 52 91 96 62 87 88 718 52 56
leaf_count=99 57 64 74 61 79 53 67 52 89 55 56 91 57 54 55 52 91 96 62 87 88 718 52 56
internal_value=0 0.000578849 0.000499554 0.00110445 0.000964872 0.00102726 0.000733739 0.000405341 0.000487265 0.00114193 0.00113119 0.00109954 0.000241922 0.000608941 0.00114523 0.00105888 0.000990189 0.00116064 0.0010825 0.00115849 0.00118281 0.00117386 0.00101356 0.00106328
internal_weight=0 514 457 1851 392 331 131 326 217 1459 1404 252 109 128 1305 198 143 1107 245 149 862 806 161 108
internal_count=2365 514 457 1851 392 331 131 326 217 1459 1404 252 109 128 1305 198 143 1107 245 149 862 806 161 108
is_linear=0
shrinkage=0.0032998


Tree=6590
num_leaves=18
num_cat=0
split_feature=1 2 14 123 123 2 15 0 2 15 15 0 2 49 42 42 2
split_gain=16.4554 3.1083 2.4591 1.34531 1.11438 1.03185 0.752312 0.579265 0.314193 0.265893 0.258387 0.484426 0.237371 0.225704 0.162371 0.120447 0.108414
threshold=0.10684 0.13775000000000001 0.076175000000000007 0.081180000000000016 0.081990000000000021 0.12454500000000002 -0.086189999999999989 -0.22984499999999997 0.10859000000000001 0.03981500000000001 -0.11984499999999999 -0.10566999999999999 0.16394500000000004 -0.016709999999999999 0.087075000000000014 -0.026469999999999997 0.090965000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 6 7 8 -1 -2 10 -9 -12 -3 -8 15 -11 -16
right_child=1 12 -4 -5 -6 -7 13 9 -10 14 11 -13 -14 -15 16 -17 -18
leaf_value=0.00099928083720449709 0.00086968266111257797 0.00027866186491010912 0.0019171520920797855 0.00085035007697049697 0.00042979516819699422 0.00086540561241508498 0.00086061262336534282 0.0014493426658664195 0.00052615163056726083 0.0013616864219095975 0.00097325043550919614 0.0012894196076924781 -1.8843104750653388e-05 0.0011377125862874959 0.0012673897493573102 0.001471136130765649 0.0014077102139465429
leaf_weight=62 53 66 69 76 81 58 52 97 66 265 58 717 52 90 212 212 93
leaf_count=62 53 66 69 76 81 58 52 97 66 265 58 717 52 90 212 212 93
internal_value=0 0.000609416 0.00130448 0.00128161 0.000768771 0.00130006 0.000873835 0.00131473 0.000679449 0.00132654 0.00128626 0.0012658 0.000147259 0.00103649 0.0013714 0.0014104 0.00131029
internal_weight=0 460 1919 1850 342 1774 261 1716 119 1654 872 775 118 142 782 477 305
internal_count=2379 460 1919 1850 342 1774 261 1716 119 1654 872 775 118 142 782 477 305
is_linear=0
shrinkage=0.0032998


Tree=6591
num_leaves=22
num_cat=0
split_feature=1 12 2 123 2 15 15 12 43 47 0 123 0 0 159 12 0 0 1 13 13
split_gain=7.80371 1.46384 1.01668 0.595875 0.540567 0.455808 0.423694 0.579101 0.327108 0.349853 0.438737 0.252899 0.246746 0.223199 0.173397 0.164686 0.15517 0.137717 0.10182 0.0794321 0.0482312
threshold=0.10538500000000002 0.085090000000000013 0.113945 0.081180000000000016 0.12454500000000002 -0.26826999999999995 0.03981500000000001 0.083785000000000012 -0.15318999999999997 0.077555000000000013 -0.12118 0.081990000000000021 0.11535000000000002 -0.12608499999999997 0.10331000000000001 0.084475000000000008 -0.068214999999999984 -0.089704999999999993 0.11684000000000001 -0.04009999999999999 -0.080079999999999998
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 5 18 4 6 14 8 -8 -1 10 -10 13 -12 -7 -2 -11 17 -9 -3 -19 -17
right_child=1 2 -4 -5 -6 11 7 16 9 15 12 -13 -14 -15 -16 20 -18 19 -20 -21 -22
leaf_value=0.00069124004365015378 0.00013164357105696845 0.0010582304733477831 0.00038577271915738836 0.00067490585087163861 0.00066137298671694743 0.00044340842286072968 0.0012993276004511641 0.0011491839969258206 0.00069056800017402141 0.0012167086614957173 0.00093023478605028058 0.00031067220037558452 0.0011708225765555986 0.00071800970819110475 0.00037021923458744054 0.0010795764858612118 0.0011789311579045233 0.00094309671367848538 0.0008455765202601053 0.0010204850953881611 0.00092890198107375998
leaf_weight=56 81 52 52 75 58 77 86 62 81 68 559 67 52 57 57 52 58 308 52 316 53
leaf_count=56 81 52 52 75 58 77 86 62 81 68 559 67 52 57 57 52 58 308 52 316 53
internal_value=0 0.000498898 0.000763645 0.000964643 0.000976636 0.000376963 0.000987059 0.00104152 0.000937944 0.000953875 0.000920362 0.000477386 0.000950768 0.000560479 0.000230441 0.00108773 0.00101167 0.000997474 0.000952242 0.000982343 0.00100386
internal_weight=0 495 156 1884 1809 339 1751 830 921 865 692 201 611 134 138 173 744 686 104 624 105
internal_count=2379 495 156 1884 1809 339 1751 830 921 865 692 201 611 134 138 173 744 686 104 624 105
is_linear=0
shrinkage=0.0032998


Tree=6592
num_leaves=14
num_cat=0
split_feature=2 96 12 14 123 14 0 2 16 11 12 0 43
split_gain=0.403924 0.305756 0.241639 0.140134 0.149907 0.206203 0.225928 0.244291 0.238226 0.149796 0.198543 0.121492 0.0923026
threshold=0.13631000000000001 0.083595000000000017 1.0000000180025095e-35 0.076975000000000002 0.081180000000000016 -0.10708499999999999 -0.12118 0.11353000000000001 -0.095229999999999995 0.079300000000000009 -0.036614999999999988 -0.061654999999999995 -0.079774999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 -1 7 8 -7 10 -8 -2 -6
right_child=2 -3 -4 -5 12 6 9 -9 -10 -11 -12 -13 -14
leaf_value=0.017879242092697614 0.0080910014106837479 -0.005610007226536917 -0.010446098562056229 0.014739748164364535 -0.0034269211375991386 0.0041761627033990046 0.018132491383059408 0.011042875411731275 -0.010218592044246981 0.00092240296757484783 0.0077300509643170763 -0.0029631027102901097 0.0062531832113962771
leaf_weight=52 61 53 57 70 60 71 54 54 60 88 1595 52 52
leaf_count=52 61 53 57 70 60 71 54 54 60 88 1595 52 52
internal_value=0 0.00699881 -0.00150563 0.0073096 0.00705941 0.00739938 0.00711491 0.00151193 -0.00240314 0.00771062 0.00807179 0.00298826 0.00105137
internal_weight=0 2209 170 2156 2086 1974 1922 185 131 1737 1649 113 112
internal_count=2379 2209 170 2156 2086 1974 1922 185 131 1737 1649 113 112
is_linear=0
shrinkage=0.16829


Tree=6593
num_leaves=26
num_cat=0
split_feature=15 3 150 13 43 3 14 16 52 150 156 3 15 3 133 159 3 13 13 16 42 43 42 16 52
split_gain=10.8159 3.34247 1.69555 1.05284 0.729987 0.7229 0.544743 0.951675 0.492216 0.401014 0.353367 0.328618 1.08642 0.442079 0.360829 0.352168 0.400959 0.231345 0.186709 0.166811 0.136565 0.248035 0.130102 0.0632482 0.0564844
threshold=-0.26826999999999995 -0.058704999999999993 0.083825000000000011 -1.0000000180025095e-35 0.043850000000000007 0.10323000000000002 -0.41790499999999997 -0.43370499999999995 -0.5502149999999999 0.10980500000000001 0.050840000000000003 -0.095764999999999989 0.03981500000000001 -0.14265999999999998 0.087285000000000015 0.082585000000000006 -0.15315499999999996 -0.076584999999999986 0.046185000000000004 0.10246000000000001 0.086745000000000003 0.22924500000000003 0.088950000000000015 -0.082354999999999984 0.10611000000000001
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=6 8 3 4 17 10 -1 -8 -2 -4 -5 12 15 -14 18 16 -10 -3 20 23 21 -13 -22 -16 -25
right_child=1 2 9 5 -6 -7 7 -9 11 -11 -12 14 13 -15 19 -17 -18 -19 -20 -21 22 -23 -24 24 -26
leaf_value=0.00068229695083054189 0.0015925952281545975 0.00069623232710874382 0.00085003131936860134 0.0012975180279650759 0.001297919218913987 0.00097808198054506659 0.00055080474110469129 -2.1111942676797799e-05 0.00077020075292223158 0.00049471602583483457 0.0016387291204052162 0.0014436919744849877 0.0016893215274808011 0.0012808536986279536 0.0011951528034394247 0.0012916580585995159 0.0011265021718842748 0.00096878451193555632 0.0011807239533974572 0.0010883551242039688 0.0012176095532539077 0.0011983147688633261 0.0013703097935425302 0.0013418564466618854 0.0012269663643889267
leaf_weight=58 70 67 103 86 52 53 71 57 62 53 56 441 52 68 85 52 80 72 56 63 90 52 231 171 78
leaf_count=58 70 67 103 86 52 53 71 57 62 53 56 441 52 68 85 52 80 72 56 63 90 52 231 171 78
internal_value=0 0.00124562 0.00102049 0.00113798 0.000963153 0.00130905 0.000416543 0.000295848 0.0013195 0.000729541 0.00143233 0.00130739 0.00121058 0.00145815 0.00133135 0.00105726 0.000971182 0.000837664 0.00136939 0.00124791 0.00138233 0.00141788 0.00132761 0.0012779 0.00130601
internal_weight=0 2193 542 386 191 195 186 128 1651 156 142 1581 314 120 1267 194 142 139 870 397 814 493 321 334 249
internal_count=2379 2193 542 386 191 195 186 128 1651 156 142 1581 314 120 1267 194 142 139 870 397 814 493 321 334 249
is_linear=0
shrinkage=0.0032998


Tree=6594
num_leaves=16
num_cat=0
split_feature=4 3 3 15 2 2 15 16 12 1419 11 4 2 133 12
split_gain=0.355438 0.167266 0.171513 0.138566 0.133725 0.11804 0.131296 0.111302 0.119423 0.0981178 0.122095 0.129756 0.111401 0.100291 0.0580192
threshold=0.27161500000000005 -0.00094999999999999989 0.11191000000000002 -0.14068999999999995 0.10774000000000002 0.14106500000000002 0.098605000000000012 0.034535000000000003 0.09141500000000001 0.087255000000000013 0.078730000000000008 -0.085474999999999982 0.098215000000000011 0.097995000000000013 0.084845000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 14 -2 6 9 8 -8 10 11 13 -13 -5 -1
right_child=1 2 -4 5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.016496177194584884 0.011225650225791819 -0.011229345438066831 0.00094520699169537423 0.0081334993667468731 0.00044228946012384783 -0.00036117567608204358 0.019934904227228923 0.0054900595089832638 0.0097057317243292585 0.013584289405199634 0 0.0064395741209886002 0.0022522775478247079 0.0160662869721508 0.0087986926954271849
leaf_weight=57 54 52 88 248 83 66 53 74 86 52 87 1047 219 56 57
leaf_count=57 54 52 88 248 83 66 53 74 86 52 87 1047 219 56 57
internal_value=0 0.000519653 -0.00356394 0.00694003 0.00470578 0.00661093 0.00685128 0.0108033 0.013619 0.00635768 0.00612981 0.00646987 0.00571665 0.00960071 0.0126632
internal_weight=0 277 140 2102 137 1988 1922 213 139 1709 1657 1570 1266 304 114
internal_count=2379 277 140 2102 137 1988 1922 213 139 1709 1657 1570 1266 304 114
is_linear=0
shrinkage=0.16829


Tree=6595
num_leaves=23
num_cat=0
split_feature=10 10 43 2 4 151 43 15 133 3 4 1213 43 12 2 49 2 160 15 2 42 4
split_gain=0.412082 0.198519 0.14406 0.142596 0.242944 0.166562 0.136621 0.157468 0.146912 0.162725 0.146752 0.14313 0.174843 0.118907 0.113254 0.137743 0.129455 0.104997 0.0871388 0.0739604 0.107459 0.031624
threshold=-0.092019999999999977 0.058500000000000003 -0.50504499999999986 0.10272000000000002 -0.0086449999999999982 -0.072119999999999976 -0.038674999999999994 -0.12431499999999999 0.087985000000000022 -0.082304999999999975 -0.050564999999999992 -0.097649999999999987 -0.015214999999999998 0.087285000000000015 0.11701500000000002 0.088595000000000021 0.13538500000000001 -1.0000000180025095e-35 -0.0092549999999999976 0.10981000000000002 0.082755000000000009 -0.081689999999999985
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 2 -2 6 19 -6 8 -8 10 21 13 -9 -13 -4 15 -7 -16 -11 -12 -5 -21 -10
right_child=1 -3 3 4 5 14 7 11 9 17 18 12 -14 -15 16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.0086195332977812636 -0.0027584612623529144 -0.0047692893092039354 0.0083595193021081798 0.012124986636869927 -0.0070319102236744667 -0.0063439202859836893 0.01601520560898485 0.013849045137527683 0.0026805905781823246 0.0029404010152245539 0.0076229198394049116 0.015138986353221013 0.0057854991428283225 -0.00076951899645056373 0.011064251629786914 0.0047130481681225593 0.0013951013267803939 -0.0070166334298056828 0.015069270534724887 0.0019354300834073951 0.011202648967965334 0.0074989352611556162
leaf_weight=60 55 52 65 79 62 68 69 91 66 54 338 63 585 106 69 60 92 67 52 88 60 98
leaf_count=60 55 52 65 79 62 68 69 91 66 54 338 63 585 106 69 60 92 67 52 88 60 98
internal_value=0 0.00549381 0.00572795 0.00593787 0.00365561 0.000875215 0.00673434 0.00830319 0.00523383 0.00211326 0.00681595 0.00758069 0.00669764 0.00269008 0.00257777 -0.00114693 0.00555018 -0.00255815 0.00862037 0.00794689 0.00570455 0.0055708
internal_weight=0 2339 2287 2232 578 351 1654 808 846 285 561 739 648 171 289 128 161 121 390 227 148 164
internal_count=2399 2339 2287 2232 578 351 1654 808 846 285 561 739 648 171 289 128 161 121 390 227 148 164
is_linear=0
shrinkage=0.16829


Tree=6596
num_leaves=16
num_cat=0
split_feature=3 4 447 3 13 401 2 2 16 16 1 2 15 1 4
split_gain=0.296454 0.16227 0.160393 0.130983 0.173039 0.266951 0.119953 0.120022 0.114923 0.261707 0.146026 0.119706 0.102353 0.0985403 0.0747111
threshold=0.31343500000000007 0.39574000000000004 0.085445000000000007 -0.22740999999999997 0.0083850000000000018 0.080190000000000011 0.10000000000000002 0.090050000000000005 -0.054549999999999994 -0.038799999999999994 0.10374500000000002 0.11177500000000001 -0.4680149999999999 0.095695000000000016 0.42098500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 -6 11 -10 -11 13 -3 -5 -14
right_child=-2 12 -4 4 5 -7 -8 -9 9 10 -12 -13 14 -15 -16
leaf_value=0.011527627338439423 -0.0052453174184226578 0.0053476146277340129 0.014231747996193828 0.0065157011491697005 0.0022477304755199735 -0.0094302440733335085 -0.0028529658804762126 0.012358632939409484 -0.0075502412114600015 0.0054881906559732909 -0.0010101153170500928 0.013028279798567247 0.0014261637600336743 0 -0.006660866423664283
leaf_weight=80 89 67 53 730 88 59 60 54 54 676 114 74 62 72 67
leaf_count=80 89 67 53 730 88 59 60 54 54 676 114 74 62 72 67
internal_value=0 0.00464368 0.00507317 0.00483678 0.00456567 0.000520335 0.00343559 0.00610537 0.00517848 0.00377199 0.00454819 0.00653155 2.21573e-06 0.00592986 -0.00276015
internal_weight=0 2310 2114 2061 1981 261 202 142 1720 844 790 876 196 802 129
internal_count=2399 2310 2114 2061 1981 261 202 142 1720 844 790 876 196 802 129
is_linear=0
shrinkage=0.16829


Tree=6597
num_leaves=25
num_cat=0
split_feature=4 1 16 2 159 1 1 12 16 12 4 16 52 15 42 133 2 15 43 15 52 2 13 13
split_gain=12.1428 3.48005 1.45744 0.84451 0.664857 0.610884 0.571059 0.376006 0.370788 0.289751 0.307587 0.206621 0.304735 0.211844 0.204062 0.29107 0.175256 0.224859 0.166758 0.163293 0.144234 0.145549 0.0836825 0.0656972
threshold=0.30163500000000004 0.104035 0.27776000000000006 0.099325000000000011 0.08043500000000002 0.14537000000000003 0.092415000000000011 0.088395000000000015 -0.0096099999999999988 0.091545000000000015 -0.08916499999999998 -0.015159999999999998 -0.52313499999999991 -0.06784999999999998 0.085495000000000015 0.11269500000000002 0.10054500000000001 -0.45726999999999995 -0.0041999999999999997 -0.058234999999999988 0.11614000000000001 0.088095000000000021 -0.0025349999999999995 -0.068549999999999986
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 3 4 6 8 16 9 -8 -3 10 18 13 -13 -5 22 -16 -2 -18 -1 -14 21 -12 -11 -9
right_child=5 2 -4 11 -6 -7 7 23 -10 14 20 12 19 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0015674331490769025 0.0003069912161141807 0.00087809154354352421 0.0011670260483631037 0.0010017159165743629 0.00032639921698340721 6.3139236258891567e-05 0.00081860395104567754 0.001228463555785925 0.00053228662995920284 0.0013366424819195202 0.0012970406272830629 0.001159534825234061 0.0010282762971657918 0.0012414754283957879 0.00088098180545286876 0.0011987583627660673 0.00068630732266894564 0.00041498119610248292 0.0013043072650363462 0.00078663498450163097 0.0011243192406910295 0.0011960745093820544 0.0011752231386838276 0.0010629512758331204
leaf_weight=58 59 100 84 75 52 54 55 63 52 61 601 66 52 93 58 72 56 85 53 80 87 226 103 54
leaf_count=58 59 100 84 75 52 54 55 63 52 61 601 66 52 93 58 72 56 85 53 80 87 226 103 54
internal_value=0 0.00113856 0.000800683 0.00119094 0.000649663 0.000375332 0.00122594 0.00104585 0.000760022 0.0012494 0.00127593 0.00104824 0.000974752 0.00113465 0.00115679 0.00105725 0.000459448 0.000522992 0.00144211 0.000882094 0.00125571 0.00126949 0.00123548 0.00115237
internal_weight=0 2145 288 1857 204 254 1491 172 152 1319 1025 366 198 168 294 130 200 141 111 132 914 827 164 117
internal_count=2399 2145 288 1857 204 254 1491 172 152 1319 1025 366 198 168 294 130 200 141 111 132 914 827 164 117
is_linear=0
shrinkage=0.0032998


Tree=6598
num_leaves=12
num_cat=0
split_feature=10 34 10 1209 50 132 400 3 13 4 4
split_gain=0.286683 0.162268 0.141077 0.0951312 0.0887603 0.0917708 0.135265 0.11229 0.148556 0.0888604 0.0467295
threshold=-1.0000000180025095e-35 -0.06920999999999998 0.058500000000000003 0.086895000000000014 -0.23771499999999998 -0.083284999999999984 -0.065244999999999984 -0.22740999999999997 0.0083850000000000018 -0.0030749999999999996 -0.080659999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 9 -7 -8 -9 -6 -5
right_child=2 -3 -4 10 5 6 7 8 -10 -11 -12
leaf_value=0.0024675976345707208 0.011477062569904058 -0.0094573742787245844 -0.0038395337987232056 -0.002748512346066689 0.012497037844986923 -0.0035116655015222562 0.010861226303786846 0.0052959296022841188 0.00053153944473639889 0.0039310567667853328 0.0036345694050043766
leaf_weight=66 64 63 52 62 89 54 89 1523 212 57 68
leaf_count=66 64 63 52 62 89 54 89 1523 212 57 68
internal_value=0 -0.0033423 0.0048056 0.0050091 0.00528421 0.0050875 0.00476954 0.0050157 0.0047148 0.00916509 0.000576511
internal_weight=0 129 2270 2218 2088 2024 1878 1824 1735 146 130
internal_count=2399 129 2270 2218 2088 2024 1878 1824 1735 146 130
is_linear=0
shrinkage=0.16829


Tree=6599
num_leaves=24
num_cat=0
split_feature=1 4 12 2 14 2 12 2 1 150 402 2 1447 1213 1 4 42 4 16 16 4 2 16
split_gain=10.3492 1.53175 1.36306 0.864089 0.558998 0.483093 0.402654 0.280861 0.276107 0.194086 0.182526 0.175617 0.139284 0.13997 0.140822 0.132417 0.127184 0.117759 0.122606 0.177791 0.0945257 0.061022 0.0537436
threshold=0.104035 0.41181500000000004 0.085090000000000013 0.099675000000000014 0.076975000000000002 -0.0050599999999999994 0.091545000000000015 0.13459500000000005 0.11726500000000001 0.085825000000000012 0.02938 0.12901000000000004 -0.086059999999999984 -0.097649999999999987 0.089475000000000013 -0.0011949999999999997 1.0000000180025095e-35 -0.0092149999999999992 -0.015159999999999998 0.39524000000000009 0.50973500000000016 0.10912000000000001 -0.10803999999999998
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 9 4 5 -1 12 20 -4 21 15 17 -7 -14 -15 16 -8 18 -5 -20 -3 -2 -19
right_child=1 7 8 11 -6 6 10 -9 -10 -11 -12 -13 13 14 -16 -17 -18 22 19 -21 -22 -23 -24
leaf_value=0.00081909021906693209 0.00070524583873668293 0.00034296651475214726 0.0011053619700655789 0.0011762682724098558 0.0014462438084543842 0.0013141389042161643 0.0011801443294565969 0.0001933410706426643 0.00079325397173934595 0.00039927283292207625 0.00085983874052079315 0.00077276644207258419 0.0012988355285738508 0.0011599679996262854 0.0010313627952171251 0.0009124808898874965 0.0010329370635176333 0.00099443729593479894 0.00083964344118173139 0.0011087135159391613 0.00052304203205176135 0.00054246481541538201 0.00086199508189921598
leaf_weight=57 52 58 76 55 60 68 122 77 54 73 55 52 72 758 112 52 151 62 53 58 75 55 92
leaf_count=57 52 58 76 55 60 68 122 77 54 73 55 52 72 758 112 52 151 62 53 58 75 55 92
internal_value=0 0.000570678 0.000718192 0.00109685 0.00113213 0.00111908 0.00113136 0.000352752 0.000975988 0.00053181 0.00103894 0.000953817 0.00116609 0.00115537 0.00114345 0.00106914 0.00109885 0.000983128 0.00104561 0.000980556 0.000444778 0.000621903 0.000915545
internal_weight=0 520 310 1879 1507 1447 1390 210 130 180 380 372 1010 942 870 325 273 320 166 111 133 107 154
internal_count=2399 520 310 1879 1507 1447 1390 210 130 180 380 372 1010 942 870 325 273 320 166 111 133 107 154
is_linear=0
shrinkage=0.0032998


Tree=6600
num_leaves=17
num_cat=0
split_feature=2 30 2 151 13 2 13 43 159 151 13 13 475 2 13 13
split_gain=4.40334 1.31018 1.51377 0.514679 0.408555 0.332178 0.212723 0.286389 0.224418 0.298878 0.176028 0.163196 0.12402 0.115189 0.205141 0.0812307
threshold=0.14271500000000001 0.086065000000000016 0.10472500000000001 -0.04886999999999999 -0.08533499999999998 -0.011974999999999998 -0.11122999999999998 0.065040000000000014 -0.032739999999999991 0.009020000000000002 -0.0024349999999999992 -0.094384999999999983 -0.068264999999999978 0.12454500000000002 -0.049744999999999991 -0.038394999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 -1 -7 8 10 -10 -8 -5 -13 14 -14 -9
right_child=4 -3 3 11 -6 6 7 15 9 -11 -12 12 13 -15 -16 -17
leaf_value=0.00070144347697290795 -1.8411599365221903e-05 0.00032566448684793141 0.00043107692947386004 0.0005608396028772537 0.00035954995581159266 0.0010781124299736585 0.00095274791688285999 0.00064993651743535644 0.00090199054499736048 0.00066070184380162794 0.001173931156651905 0.00090357579440203005 0.00090828303654647165 0.00059254753143530583 0.00068539124379215642 0.0008207226546509853
leaf_weight=96 52 54 78 56 77 74 174 58 1130 60 53 54 71 57 131 72
leaf_count=96 52 54 78 56 77 74 174 58 1130 60 53 54 71 57 131 72
internal_value=0 0.000834422 0.000847101 0.000675727 0.00020692 0.000891696 0.000902941 0.000894539 0.000908252 0.000889854 0.00100455 0.000727346 0.000757023 0.000726332 0.000763909 0.000744797
internal_weight=0 2218 2164 447 129 1717 1621 1547 1417 1190 227 369 313 259 202 130
internal_count=2347 2218 2164 447 129 1717 1621 1547 1417 1190 227 369 313 259 202 130
is_linear=0
shrinkage=0.0032998


Tree=6601
num_leaves=19
num_cat=0
split_feature=3 13 0 150 13 51 40 40 4 4 12 4 3 133 0 4 12 16
split_gain=0.238889 0.167273 0.165372 0.406111 0.202944 0.215909 0.186687 0.202788 0.17794 0.130515 0.126577 0.123313 0.156779 0.128941 0.105279 0.0970293 0.0715684 0.126608
threshold=0.11191000000000002 -0.11122999999999998 -0.092734999999999984 0.088985000000000009 -0.13033499999999998 0.0033150000000000007 -0.08440499999999998 -0.068949999999999997 0.055260000000000011 -0.020619999999999996 0.088930000000000023 -0.0065299999999999993 -0.049204999999999992 -0.114575 -0.13010499999999997 0.0030100000000000001 -0.078454999999999983 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 4 -1 9 -4 -8 11 -6 -10 12 13 -9 -2 -13 -11 -18
right_child=1 -3 6 -5 5 -7 7 8 10 16 -12 15 -14 -15 -16 -17 17 -19
leaf_value=0.01976600947633906 -0.0022538253911045564 -0.0069243972518946238 -0.005372233043302076 -0.0042717386100095149 0.014000133641458305 0.016798291548985596 0.015108372043182919 -0.00044437512100293158 -0.0053292278241316776 0.0093648293500364684 0.0035494817061298297 0.012947716760335695 -0.0043878962931512625 0.0055572350678318649 0.0080714978739199264 0.00509322717232119 0.0066820152143739018 -0.0024114204095486988
leaf_weight=52 52 77 52 66 56 73 53 112 82 76 102 96 53 1017 60 85 113 70
leaf_count=52 52 77 52 66 56 73 53 112 82 76 102 96 53 1017 60 85 113 70
internal_value=0 -0.000878771 0.00535278 0.00801931 0.00986705 0.00853575 0.00453494 0.00485805 0.00450571 0.00661524 -0.00039757 0.00516895 0.00453958 0.00496027 0.00326156 0.00926907 0.00501157 0.00319383
internal_weight=0 189 2158 506 440 388 1652 1600 1547 315 184 1363 1182 1129 112 181 259 183
internal_count=2347 189 2158 506 440 388 1652 1600 1547 315 184 1363 1182 1129 112 181 259 183
is_linear=0
shrinkage=0.16829


Tree=6602
num_leaves=10
num_cat=0
split_feature=376 41 3 51 51 457 3 159 48
split_gain=0.179706 0.163825 0.181333 0.141046 0.199774 0.102853 0.108992 0.118216 0.054023
threshold=0.086445000000000008 0.082735000000000017 0.25468500000000005 0.16016500000000003 0.10664000000000001 0.085230000000000014 -0.24154499999999998 0.11819000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -7
right_child=-2 -3 -4 -5 -6 8 7 -9 -10
leaf_value=-0.0029008690320201174 -0.0047476925376079273 0.011822741403184057 -0.0032515786205790731 -0.0043075297639600602 0.011820428067829803 0.0050714599731341023 0.0043799780296178209 -0.002661464362905706 0.012184350442603633
leaf_weight=65 64 79 93 52 102 58 1698 70 66
leaf_count=65 64 79 93 52 102 58 1698 70 66
internal_value=0 0.00428119 0.00401005 0.00433081 0.00454985 0.00416998 0.00385093 0.00410017 0.00887184
internal_weight=0 2283 2204 2111 2059 1957 1833 1768 124
internal_count=2347 2283 2204 2111 2059 1957 1833 1768 124
is_linear=0
shrinkage=0.16829


Tree=6603
num_leaves=18
num_cat=0
split_feature=1 4 1 4 12 48 4 1 12 4 158 14 403 474 160 12 4
split_gain=7.71684 1.16196 0.754132 0.753085 0.589759 0.558499 0.518405 0.46649 0.402805 0.253737 0.302182 0.184074 0.181879 0.208326 0.178732 0.102999 0.0763447
threshold=0.11156000000000001 0.30163500000000004 0.14846500000000004 -0.010739999999999998 0.11769500000000001 0.088035000000000016 0.27287000000000006 0.10141500000000002 0.085090000000000013 0.053455000000000009 0.080695000000000003 0.062655000000000016 -0.072134999999999991 0.088290000000000021 -0.014774999999999998 -0.082514999999999991 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 7 6 -5 9 -9 11 16 12 14 -14 -1 -8 -11
right_child=2 -3 -4 5 -6 -7 15 8 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0012034128815764543 0.00079877746727310831 0.00045598154897001202 7.1838778904104706e-05 0.00077603942305525734 0.00064424422412471107 0.00015139431021304992 0.00051965269358300343 0.0006272011918056654 0.00097446818218070448 0.00068376864327498196 0.0010850042328319383 0.001182199722556717 0.00095225164447230645 0.0011062133963465458 0.0010182065098183668 0.00033714897563805191 0.00084918841332023748
leaf_weight=73 71 52 53 55 64 66 53 79 69 52 52 59 949 110 305 99 86
leaf_count=73 71 52 53 55 64 66 53 79 69 52 52 59 949 110 305 99 86
internal_value=0 0.000943921 0.000439018 0.000495487 0.000957271 0.000416481 0.000500831 0.000968175 0.000789341 0.000983852 0.000868826 0.000998438 0.000990869 0.000968277 0.00105407 0.000401017 0.000787112
internal_weight=0 1950 397 344 1898 273 207 1834 148 1686 190 1496 1437 1059 378 152 138
internal_count=2347 1950 397 344 1898 273 207 1834 148 1686 190 1496 1437 1059 378 152 138
is_linear=0
shrinkage=0.0032998


Tree=6604
num_leaves=19
num_cat=0
split_feature=1 1 124 14 124 16 16 1 15 50 1 15 159 47 1 151 42 16
split_gain=22.3978 2.81573 2.30776 1.86253 1.29219 1.27602 1.06207 0.490002 0.433987 0.479804 0.512084 0.464587 0.394334 0.390642 0.36244 0.289581 0.198005 0.177727
threshold=0.10892500000000001 0.13554500000000003 -0.076164999999999983 0.076175000000000007 -1.0000000180025095e-35 0.062365000000000011 -0.5103049999999999 0.14846500000000004 -0.021954999999999999 -1.0000000180025095e-35 0.088735000000000022 0.11377500000000002 -0.025079999999999995 0.086785000000000015 0.11634000000000001 -0.06568499999999998 -1.0000000180025095e-35 0.032580000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 6 -2 14 -4 -3 9 -8 15 12 -10 -12 -6 -11 -14 -13
right_child=1 7 3 -5 5 -7 8 -9 11 10 13 17 16 -15 -16 -17 -18 -19
leaf_value=0.0007776447516522968 0.00024535831922660293 0.00021308744361605691 0.00081707888831624733 0.0018622281709022958 0.00076663817934434595 0.001173601084605179 0.00092049061667864873 -0.00018668181305501447 0.0015751035939356318 0.0015062829702449704 0.00084683970467912836 0.0010209926532072898 0.0014037241779787479 0.0012233293924911242 0.000446718878298535 0.0012709041173153712 0.0013005045383385982 0.0012851232781458525
leaf_weight=96 71 90 52 63 76 59 52 53 87 70 52 65 341 74 80 359 555 52
leaf_count=96 71 90 52 63 76 59 52 53 87 70 52 65 341 74 80 359 555 52
internal_value=0 0.000443017 0.00127721 0.00130351 0.000632065 0.000759604 0.00128348 6.46749e-05 0.00129766 0.00122613 0.00125471 0.00133711 0.00136069 0.00106823 0.000602803 0.00130939 0.00133983 0.00113869
internal_weight=0 429 1918 1822 286 215 1759 143 1707 607 555 1100 983 126 156 429 896 117
internal_count=2347 429 1918 1822 286 215 1759 143 1707 607 555 1100 983 126 156 429 896 117
is_linear=0
shrinkage=0.0032998


Tree=6605
num_leaves=13
num_cat=0
split_feature=15 16 148 52 3 15 15 4 52 483 3 4
split_gain=0.507551 0.324203 0.290419 0.214811 0.20531 0.512585 0.44586 0.195496 0.18942 0.173631 0.106443 0.189337
threshold=-0.26826999999999995 -0.41574999999999995 -0.082084999999999977 -0.53283999999999987 -0.097574999999999981 0.03981500000000001 -0.04174499999999999 -0.37626499999999991 -0.55089999999999983 -0.066709999999999978 0.13772500000000001 0.26379000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 8 5 6 -5 -6 -4 -9 11 -11
right_child=2 -3 3 4 7 -7 -8 9 -10 10 -12 -13
leaf_value=0.0024448265149567476 0.016242620876254905 -0.012070143682101122 0.0064381607432031545 0.0032008375673977379 0.014202849214346435 0.0090023167436197767 -0.015943946658603842 0.011413412701882059 0.019243917851266702 0.0041277737928185065 -0.0019243045129250106 0.01379067713043341
leaf_weight=94 65 81 90 65 63 98 73 101 52 1442 76 60
leaf_count=94 65 81 90 65 63 98 73 101 52 1442 76 60
internal_value=0 -0.00426327 0.00515058 0.00480965 0.00435427 -0.000296752 -0.00691346 0.0049854 0.0111402 0.00463847 0.0042037 0.00451497
internal_weight=0 175 2185 2120 1978 236 138 1742 142 1679 1578 1502
internal_count=2360 175 2185 2120 1978 236 138 1742 142 1679 1578 1502
is_linear=0
shrinkage=0.16829


Tree=6606
num_leaves=13
num_cat=0
split_feature=15 42 1210 3 148 156 11 156 48 484 13 15
split_gain=0.351093 0.223693 0.219163 0.256272 0.182585 0.154558 0.155806 0.154343 0.164474 0.275025 0.133076 0.126098
threshold=-0.26826999999999995 0.096490000000000006 -0.079004999999999978 -0.083134999999999987 -0.082084999999999977 0.10788500000000002 0.085630000000000026 -0.082819999999999991 0.093265000000000015 -1.0000000180025095e-35 -0.091914999999999983 -0.4680149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 -4 6 7 -6 10 -10 -9 -1
right_child=2 -3 4 -5 5 -7 -8 8 9 -11 -12 -13
leaf_value=-0.0024861470805974742 -0.010608726047323718 0.0053240963514824833 0.013546201633425166 0.0052026326768917731 0.01276910292555832 0.011434457217718854 -0.0044112292221304842 0.00063172721155490814 0.010569856960609306 -0.0033779408279907431 0.0052782055345805068 -0.013462940435023633
leaf_weight=64 59 55 64 57 60 85 59 201 52 174 1374 56
leaf_count=64 59 55 64 57 60 85 59 201 52 174 1374 56
internal_value=0 -0.00354407 0.00428462 -0.00282386 0.00468403 0.00440025 0.00408791 0.00435832 0.00407712 -0.000160763 0.00468637 -0.00762362
internal_weight=0 175 2185 116 2069 2005 1920 1861 1801 226 1575 120
internal_count=2360 175 2185 116 2069 2005 1920 1861 1801 226 1575 120
is_linear=0
shrinkage=0.16829


Tree=6607
num_leaves=12
num_cat=0
split_feature=15 16 157 1210 0 1452 475 159 159 129 158
split_gain=0.242963 0.211871 0.163302 0.138236 0.21331 0.105362 0.106293 0.136444 0.0940655 0.0783971 0.0633989
threshold=-0.26826999999999995 -0.41574999999999995 -0.15918499999999997 -0.079004999999999978 -0.081574999999999995 0.087755000000000014 -0.086799999999999974 0.11402500000000002 0.08457000000000002 0.10412500000000001 0.080695000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -5 8 9 -8 -10
right_child=2 -3 3 5 -6 -7 7 -9 10 -11 -12
leaf_value=0.00247295212708078 0.011399492680871842 -0.0092603882750780329 0.0042529868593529641 0.0090019581325861929 -0.010224041675714102 0.0098214765486937979 0.002732162735199549 -0.004715958134158549 0.0047942570177303368 0.009392102829001844 0.011560614314536316
leaf_weight=94 73 81 63 91 53 75 1536 61 122 52 59
leaf_count=94 73 81 63 91 53 75 1536 61 122 52 59
internal_value=0 -0.00294764 0.00356398 0.0032923 -0.00234603 0.00362088 0.00337786 0.00309721 0.00336764 0.00295138 0.00700979
internal_weight=0 175 2185 2112 116 1996 1921 1830 1769 1588 181
internal_count=2360 175 2185 2112 116 1996 1921 1830 1769 1588 181
is_linear=0
shrinkage=0.16829


Tree=6608
num_leaves=19
num_cat=0
split_feature=15 39 3 52 2 14 151 52 0 3 132 2 49 3 15 130 16 1209
split_gain=6.1366 1.81117 1.61616 0.530235 0.454872 0.574711 0.446046 0.37437 0.341726 0.283747 0.236455 0.157805 0.209253 0.135785 0.586092 0.121053 0.144571 0.112383
threshold=-0.25061999999999995 0.081875000000000017 0.13772500000000001 0.060365000000000009 0.099675000000000014 0.076975000000000002 -0.065174999999999983 -0.085254999999999984 -0.099059999999999995 -0.010299999999999998 0.012535000000000003 0.10406500000000002 0.096010000000000012 -0.097574999999999981 1.0000000180025095e-35 0.086260000000000017 -0.080894999999999981 0.083050000000000013
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 9 5 13 -6 -3 -9 -1 11 -8 -13 14 -2 17 -17 -15
right_child=1 7 -4 -5 6 -7 10 8 -10 -11 -12 12 -14 15 -16 16 -18 -19
leaf_value=0.00041474517268066052 0.00075697382080939298 0.00089166163220457035 0.00054312953870061249 0.00062112680854390138 0.00063641302831486679 0.0013793224082249685 0.00084065301807382446 0.00074578588821163846 0.00040147598907739918 0.00010020915289216626 0.00075552151107501412 0.0011053815418361744 0.00089238098004700852 0.0010457543214121845 0.0011707519306639342 0.0010457275416941676 0.00081492399144004438 0.0011694485486597331
leaf_weight=53 86 52 81 53 53 55 57 58 70 77 52 163 76 1090 67 70 55 92
leaf_count=53 86 52 81 53 53 55 57 58 70 77 52 163 76 1090 67 70 55 92
internal_value=0 0.00097201 0.00100062 0.000342556 0.00101994 0.00104627 0.000920382 0.000654421 0.000557767 0.000228714 0.000963529 0.000999952 0.0010378 0.0010337 0.000938401 0.00104483 0.000944456 0.00105541
internal_weight=0 2177 1997 183 1916 1515 401 180 128 130 348 296 239 1460 153 1307 125 1182
internal_count=2360 2177 1997 183 1916 1515 401 180 128 130 348 296 239 1460 153 1307 125 1182
is_linear=0
shrinkage=0.0032998


Tree=6609
num_leaves=11
num_cat=0
split_feature=51 1 11 4 43 3 3 124 13 1209
split_gain=0.264004 0.376211 0.118502 0.13157 0.109997 0.197696 0.219919 0.0857104 0.179257 0.0751263
threshold=0.14163500000000004 0.14668500000000004 0.086080000000000018 -0.47860499999999995 -0.49218499999999993 -0.11197999999999998 -0.15836499999999998 -0.0037749999999999993 -0.009329999999999998 -0.079679999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -7 -9
right_child=-2 -3 -4 4 5 7 -8 9 -10 -11
leaf_value=0.01000133308959167 0.012728339212076422 -0.011061413805128173 -0.0024027420264461359 0.010924545159213282 0.0045320937507352787 0.0034640693150315765 -0.0099609313711874568 -0.0021805029068491084 -0.0083358647655097911 0.0040674087406651028
leaf_weight=86 81 53 99 52 53 122 67 56 52 1639
leaf_count=86 81 53 99 52 53 122 67 56 52 1639
internal_value=0 0.00294367 0.00327793 0.00354317 0.00327017 0.00306915 -0.00354487 0.00349477 -5.20227e-05 0.00385993
internal_weight=0 2279 2226 2127 2041 1989 120 1869 174 1695
internal_count=2360 2279 2226 2127 2041 1989 120 1869 174 1695
is_linear=0
shrinkage=0.16829


Tree=6610
num_leaves=20
num_cat=0
split_feature=150 42 1210 160 0 9 0 0 403 40 42 43 394 43 0 0 128 43 42
split_gain=0.231739 0.176315 0.199976 0.143668 0.203407 0.152671 0.169726 0.1866 0.168742 0.137365 0.0876932 0.0845118 0.0761427 0.067288 0.062091 0.0870206 0.136796 0.0415967 0.0387758
threshold=0.12314500000000002 -0.0015249999999999999 -0.08126499999999999 -0.24195999999999998 -0.085669999999999982 -1.0000000180025095e-35 -0.014954999999999998 0.09395000000000002 -0.098684999999999981 -0.078819999999999987 0.096075000000000008 -0.12584499999999996 -0.081209999999999991 -0.27167499999999994 -0.085669999999999982 -0.082234999999999989 0.088305000000000008 0.0061450000000000003 -0.031194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 -4 -5 8 -8 10 -10 -7 13 18 -1 -14 -16 17 -17 -13
right_child=-2 2 3 5 -6 6 7 -9 9 -11 -12 12 14 -15 15 16 -18 -19 -20
leaf_value=0.0056736550076876965 -0.0080839778852358282 -0.0079200254366136088 0.0040268909073323308 -0.0049084642884453912 -0.0073979174471529539 0.013740671016728306 0.014051291943404029 0.0030496174030423275 -0.005201394891311344 0.0025540231472257618 0.0042188725986393562 0.010997492363082801 -0.00035556055624066983 0.013015202938639133 0.010627113379666301 0.0023699800164374359 0.0098531209660431395 -0.0034443708153127023 0.0049682709689671863
leaf_weight=79 54 54 83 65 94 55 84 92 69 1003 56 62 102 66 53 98 59 54 62
leaf_count=79 54 54 83 65 94 55 84 92 69 1003 56 62 102 66 53 98 59 54 62
internal_value=0 0.00306122 0.00214474 0.00248534 -0.00203037 0.00304789 0.00342976 0.00831062 0.0027021 0.00205316 0.00895307 0.00544701 0.00438375 0.00902772 0.00315455 0.00451754 0.00297439 0.000292536 0.00799737
internal_weight=0 2290 1655 1601 177 1424 1359 176 1183 1072 111 635 490 145 366 264 211 152 124
internal_count=2344 2290 1655 1601 177 1424 1359 176 1183 1072 111 635 490 145 366 264 211 152 124
is_linear=0
shrinkage=0.16829


Tree=6611
num_leaves=17
num_cat=0
split_feature=14 4 3 1429 1429 4 1211 3 3 1213 157 3 401 1213 2 133
split_gain=0.133221 0.152381 0.164005 0.1815 0.199923 0.146345 0.127498 0.143613 0.115075 0.15492 0.148495 0.211891 0.103037 0.0861853 0.0328808 0.0164575
threshold=-0.45687499999999998 -0.082869999999999985 0.11745500000000002 0.087865000000000013 0.084485000000000018 0.16421000000000002 0.08517000000000001 0.077930000000000013 0.09722500000000002 0.039620000000000009 -0.0045449999999999996 -0.086049999999999988 0.020315000000000003 -0.015074999999999998 0.086825000000000013 -0.025314999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 6 -4 7 12 9 10 -2 13 -3 -12 -15 -8
right_child=1 2 5 -5 -6 -7 15 -9 -10 -11 11 -13 -14 14 -16 -17
leaf_value=0.010450338134050887 0.010069464690750991 0.00042810021978927976 -0.011146086225200946 -0.0078286759300481915 0.012444555707305079 0.00020696853743498134 0.0096411524297812731 0.0079530403264141906 0.011885940263484614 0.011156482506706514 0.0070035607582665943 -0.0080509282614710902 0.0050464807784895201 -0.0018529279305171918 0.0028012711330455643 0.0053277093551586949
leaf_weight=56 62 1178 53 53 52 81 52 89 56 69 100 59 155 75 100 54
leaf_count=56 62 1178 53 53 52 81 52 89 56 69 100 59 155 75 100 54
internal_value=0 0.00213304 0.00138583 0.00185104 0.00217688 -0.00427001 0.00182628 0.00140501 0.00466376 0.00379013 0.00250206 0.00109195 0.000966469 0.00306005 0.000796348 0.00746069
internal_weight=0 2288 1767 1633 1580 134 1528 1422 521 465 396 334 1333 275 175 106
internal_count=2344 2288 1767 1633 1580 134 1528 1422 521 465 396 334 1333 275 175 106
is_linear=0
shrinkage=0.16829


Tree=6612
num_leaves=24
num_cat=0
split_feature=3 3 43 15 15 3 43 43 0 3 43 484 156 484 15 3 1212 15 15 15 43 15 3
split_gain=6.9517 1.65168 2.00054 0.987986 0.874554 0.681953 0.397693 0.302611 0.451067 0.300356 0.242753 0.208038 0.263741 0.22844 0.219535 0.310732 0.156003 0.150445 0.226671 0.127847 0.321727 0.072038 0.00586434
threshold=-0.058704999999999993 0.20828500000000003 -0.040789999999999993 -0.23118499999999997 -0.23488499999999998 0.11745500000000002 0.022635000000000006 -0.16205499999999998 -0.079854999999999995 -0.24154499999999998 -0.092454999999999982 0.079595000000000013 0.087205000000000019 0.11701500000000002 -0.040804999999999994 -0.12595999999999999 0.087575000000000014 -1.0000000180025095e-35 -0.097984999999999989 -0.10436999999999999 -0.064074999999999979 -0.077559999999999976 0.40437000000000006
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 4 -1 -2 6 17 8 -5 -9 -6 14 13 -13 19 -16 -17 18 -4 -11 -21 -12 -3
right_child=1 22 5 7 10 -7 -8 9 -10 11 21 12 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00077780962234050993 0.00032176710810987455 0.00040996241927343372 0.0012825361465232665 0.0012768142934541581 0.0009514346672018809 0.00076547522657205848 0.00091365990277752075 0.0010114425267031854 0.00085090701866486211 0.0012884858564912128 0.00059874098937734628 0.0016093837254838885 0.0011710819795147588 0.0013151937469892956 0.0014985422615603425 0.0012334699126936323 0.0013516600208933558 0.0013331968966302744 0.00098727061405153959 0.001206821640876774 0.00095800920538937706 0.00077603957098595455 0.00047037119630886849
leaf_weight=53 62 52 60 56 60 68 65 57 54 97 54 57 53 63 64 655 159 75 57 243 76 52 52
leaf_count=53 62 52 60 56 60 68 65 57 54 97 54 57 53 63 64 655 159 75 57 243 76 52 52
internal_value=0 0.000822691 0.000894503 0.001223 0.000657138 0.00106092 0.00113895 0.00123742 0.00106805 0.00124962 0.000782184 0.00125885 0.00136838 0.00145523 0.00124418 0.00127428 0.0012566 0.00121504 0.00113899 0.00118058 0.00114765 0.00068605 0.000440506
internal_weight=0 657 553 1687 228 325 257 1634 110 1524 166 1467 173 120 1294 878 814 192 117 416 319 106 104
internal_count=2344 657 553 1687 228 325 257 1634 110 1524 166 1467 173 120 1294 878 814 192 117 416 319 106 104
is_linear=0
shrinkage=0.0032998


Tree=6613
num_leaves=17
num_cat=0
split_feature=42 150 1210 402 43 43 9 1 43 4 2 130 130 130 400 128
split_gain=0.149548 0.153752 0.136409 0.148763 0.265495 0.197218 0.133228 0.218365 0.0679859 0.0798969 0.0709758 0.121396 0.0559862 0.0487085 0.0507369 0.0435449
threshold=-0.0015249999999999999 0.12244500000000001 -0.08126499999999999 0.095250000000000015 -0.20207499999999998 -0.09799999999999999 -1.0000000180025095e-35 0.13539000000000004 -0.12584499999999996 -0.086574999999999985 0.10904500000000002 -0.070634999999999989 0.098730000000000026 0.086345000000000019 -0.082714999999999983 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -4 -6 -7 -8 9 -1 11 -10 13 14 -13 -16
right_child=1 -3 3 -5 5 6 7 -9 10 -11 -12 12 -14 -15 15 -17
leaf_value=0.0031677489820606934 -0.0060161806265808153 -0.0068251831722630782 -0.0096429670144457681 0.0090391694955511831 0.012298763044755454 -0.0055572326368120506 0.0020323770181177496 0.011695667507398829 0.011589982832184901 0.011299399579739482 -0.00091291298088895913 0.0083983110142973692 0.0079048278707537535 -0.0014670458181191357 6.3483798085417931e-05 0.0055436078448555205
leaf_weight=56 54 54 52 95 57 60 1264 70 65 91 69 52 71 64 99 71
leaf_count=56 54 54 52 95 57 60 1264 70 65 91 69 52 71 64 99 71
internal_value=0 0.00200309 0.00229275 0.00257466 0.00216486 0.00258926 0.00219095 0.00254079 0.00502685 0.00821385 0.00406904 0.00488788 0.00366257 0.00260314 0.00378462 0.00236281
internal_weight=0 1706 1652 1598 1503 1451 1394 1334 638 147 491 422 357 286 222 170
internal_count=2344 1706 1652 1598 1503 1451 1394 1334 638 147 491 422 357 286 222 170
is_linear=0
shrinkage=0.16829


Tree=6614
num_leaves=27
num_cat=0
split_feature=4 12 13 12 4 14 150 12 12 43 4 49 402 4 42 42 13 4 47 43 42 403 13 4 12 4
split_gain=17.3204 6.19294 2.64314 1.42878 1.27137 0.808962 0.78748 0.743796 0.426487 0.367034 0.342203 0.319459 0.277796 0.174871 0.152316 0.12779 0.202184 0.113316 0.108557 0.107713 0.0931834 0.0921697 0.0588264 0.046384 0.0274038 0.00866428
threshold=0.30163500000000004 0.077755000000000005 -0.004004999999999999 0.12701500000000002 -0.14538499999999996 -0.45687499999999998 0.084680000000000019 0.092495000000000008 -0.042789999999999988 -0.073404999999999984 -0.066099999999999978 -0.06017999999999999 0.090595000000000023 0.0034000000000000007 0.093195000000000014 -1.0000000180025095e-35 -0.065269999999999981 0.053255000000000004 0.077555000000000013 -0.06656999999999999 -1.0000000180025095e-35 0.041145000000000008 -0.084804999999999978 0.014585000000000002 0.09697500000000002 0.42098500000000005
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 2 6 7 -4 -2 9 12 -7 -1 15 -6 13 14 18 -9 -17 19 -3 24 -21 -14 -15 -13 -12 -10
right_child=5 3 4 -5 11 8 -8 10 25 -11 17 23 21 22 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.00041581282808429986 0.00058126956413774382 0.0012840975016449846 0.0013496582896677033 0.00068625836907302141 0.0010465560978492384 -5.5302121706205085e-05 0.00016948070561799213 0.0013349020176284016 0.00028165530105636876 0.00078611648979104562 0.0011285873861119561 0.00080426316635742626 0.0015410409259235067 0.0010735826633351689 0.0011081683333068408 0.0012889719801646453 0.0010506333309475771 0.00097261285591958757 0.0014223159134679406 0.0011471544044929195 0.00095439469875932895 0.001343231439258386 0.0012274633253936045 0.00066250434625927512 0.001249247458046593 0.00022125873065748298
leaf_weight=52 54 672 76 54 52 83 63 88 59 68 53 53 57 63 52 83 78 102 74 52 67 56 59 58 52 64
leaf_count=52 54 672 76 54 52 83 63 88 59 68 53 53 57 63 52 83 78 102 74 52 67 56 59 58 52 64
internal_value=0 0.00112501 0.000767803 0.00121569 0.000996451 0.000221584 0.000468994 0.00123345 0.000127127 0.000625945 0.00113779 0.00083155 0.00128666 0.00126738 0.00128554 0.00123083 0.00117372 0.00106663 0.00129786 0.00110928 0.00103892 0.00144332 0.00114829 0.000730508 0.00118868 0.000250516
internal_weight=0 2084 422 1662 239 260 183 1608 206 120 575 163 1033 920 798 249 161 326 746 224 119 113 122 111 105 123
internal_count=2344 2084 422 1662 239 260 183 1608 206 120 575 163 1033 920 798 249 161 326 746 224 119 113 122 111 105 123
is_linear=0
shrinkage=0.0032998


Tree=6615
num_leaves=24
num_cat=0
split_feature=3 2 2 0 16 2 3 2 2 42 0 0 16 484 159 159 52 13 1210 0 16 3 16
split_gain=6.92489 2.85819 1.32085 1.28615 1.10864 0.808898 0.573822 0.539786 0.527022 0.34823 0.338248 0.328924 0.264837 0.249304 0.194636 0.378483 0.216355 0.179923 0.143339 0.122337 0.111817 0.195292 0.105562
threshold=-0.052614999999999995 0.11693000000000002 0.074875000000000011 -0.063914999999999986 0.062365000000000011 0.10272000000000002 0.0012800000000000001 0.14870000000000003 0.11342000000000001 0.084675000000000014 0.024745000000000003 -0.14310999999999999 -1.0000000180025095e-35 0.076210000000000014 0.0055900000000000004 0.11361500000000001 -0.069924999999999987 -0.076289999999999983 -0.083289999999999989 -0.079249999999999987 -0.011859999999999997 -0.085104999999999986 -0.0094449999999999968
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 6 8 10 12 -2 19 13 -6 -5 -7 -4 14 16 -16 17 -1 -18 -3 -15 -22 -20
right_child=1 7 5 4 9 11 -8 -9 -10 -11 -12 -13 -14 20 15 -17 18 -19 22 -21 21 -23 -24
leaf_value=0.00081115526841959897 0.00045853021701562001 0.00010348092534105041 0.00071867050125234836 0.00050977417278823928 0.00089787407704341288 0.00031276743824671516 3.112804321459813e-05 -0.00015174962230863628 0.0005266708171487983 0.00058460260970517137 0.00014097049515143683 0.00065070266045601927 0.00099645875579937077 0.0010952302747371701 0.001073771740878053 0.00072954022269222955 0.0009664494096814888 0.00053594560858582932 0.00080331660753097051 0.00031254739355404026 0.00076049294014930203 0.001044112524150964 0.0009115622386041566
leaf_weight=52 82 67 99 55 89 67 59 77 59 70 54 60 62 54 93 57 80 54 767 57 53 56 119
leaf_count=52 82 67 99 55 89 67 59 77 59 70 54 60 62 54 93 57 80 54 767 57 53 56 119
internal_value=0 0.000389901 0.000542048 0.000794667 0.000584286 0.00067025 0.000279938 6.49936e-05 0.000833688 0.000760177 0.000327387 0.000472699 0.000825864 0.000846742 0.000830371 0.000943199 0.00081455 0.000671286 0.000830234 0.000199868 0.00096926 0.000906529 0.000817895
internal_weight=0 630 429 1712 268 288 141 201 1444 159 109 127 161 1385 1222 150 1072 106 966 124 163 109 886
internal_count=2342 630 429 1712 268 288 141 201 1444 159 109 127 161 1385 1222 150 1072 106 966 124 163 109 886
is_linear=0
shrinkage=0.0032998


Tree=6616
num_leaves=24
num_cat=0
split_feature=1429 1429 0 48 16 16 14 0 16 16 160 16 4 42 4 0 15 15 0 16 51 160 15
split_gain=0.202648 0.238475 0.186638 0.262798 0.287752 0.493124 0.209814 0.235959 0.174445 0.157588 0.124469 0.108015 0.140183 0.130182 0.117567 0.106398 0.0923655 0.117878 0.132124 0.0885685 0.075246 0.0698706 0.0405754
threshold=0.087480000000000016 0.094630000000000006 -0.061994999999999995 0.092265000000000014 0.070130000000000012 -0.11118499999999999 -0.073114999999999986 -0.094314999999999996 -0.11777499999999998 0.5136400000000001 0.08443500000000001 0.0045450000000000013 -0.0062699999999999987 0.11497500000000001 0.0030100000000000001 -0.080514999999999989 -0.23001499999999997 -0.09547499999999999 -0.14989499999999997 -0.11118499999999999 -0.034734999999999995 0.09636500000000002 -0.062284999999999993
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 -2 6 4 5 -4 -1 10 -9 20 16 12 13 -10 -14 -13 -8 19 -19 -18 -6 -12 -17
right_child=1 -3 3 -5 9 -7 7 8 11 -11 21 15 14 -15 -16 22 17 18 -20 -21 -22 -23 -24
leaf_value=0.013185272190809692 0.018821732555160248 0.0033094899284289723 0.005793082904638606 -0.010236826693289071 0.0059616012671702074 -0.012908435984002382 -0.0061487042140967816 0.01296475153499806 0.0039491700592932813 -7.305059579999994e-05 0.010372892801009182 -0.0040572616754209366 0.014898287222144533 0.011620360686357099 0.0048293815911300579 0.00053227237615601679 0.0007357309629881407 0.004000518849520897 -0.0043709970754979739 0.0095484435015561961 0.01481181117308606 0.0017648129353640516 0.0060212791343400695
leaf_weight=72 55 58 84 58 53 76 65 77 716 60 54 70 76 69 59 65 71 81 156 60 58 54 95
leaf_count=72 55 58 84 58 53 76 65 77 716 60 54 70 76 69 59 65 71 81 156 60 58 54 95
internal_value=0 0.0108756 0.00356151 0.000207486 0.00204304 -0.00307891 0.00426962 0.00390552 0.00519682 0.00684601 0.000973519 0.00467514 0.00549131 0.00462574 0.0105111 0.00140266 -0.000297373 0.000731268 -0.00150227 0.0047858 0.0106022 0.00608549 0.0038026
internal_weight=0 113 2229 389 331 160 1840 1768 1227 171 541 1150 920 785 135 230 433 368 237 131 111 108 160
internal_count=2342 113 2229 389 331 160 1840 1768 1227 171 541 1150 920 785 135 230 433 368 237 131 111 108 160
is_linear=0
shrinkage=0.16829


Tree=6617
num_leaves=18
num_cat=0
split_feature=1 2 15 1 12 12 2 2 14 15 51 13 1453 147 43 1446 2
split_gain=17.6053 3.41299 1.87928 1.43588 0.826453 0.781816 0.703034 0.670046 0.46838 0.392926 0.29059 0.327215 0.257054 0.199338 0.183645 0.152205 0.116417
threshold=0.109225 0.114805 -0.24042999999999998 0.10141500000000002 0.087245000000000003 0.085090000000000013 0.11366500000000002 0.14823500000000003 0.062655000000000016 -0.032264999999999995 0.0089800000000000019 -0.00051499999999999994 -0.0067199999999999994 0.084575000000000025 -0.00059999999999999995 0.037915000000000011 0.089275000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -4 8 14 10 -8 12 16 -1 15 -3 -14 -12
right_child=1 7 5 4 -6 -7 9 -9 -10 -11 11 -13 13 -15 -16 -17 -18
leaf_value=0.0016190244377531889 0.00045433174161092435 0.00031187903568344203 0.00085869801595658216 0.00087394604124014792 0.0013558117406673612 0.0013806245075409236 0.0013220058140022382 8.8682604816248668e-05 0.0016828766762567329 0.00096304351500250181 0.001488392035053612 0.0010934822567428592 0.0014019381841374817 0.0012049885848817547 0.00056287993949774931 0.0015283333441157064 0.0012883575538576979
leaf_weight=67 61 52 55 98 65 74 76 81 67 61 60 69 1116 54 85 122 79
leaf_count=67 61 52 55 98 65 74 76 81 67 61 60 69 1116 54 85 122 79
internal_value=0 0.000609144 0.000932523 0.00136361 0.00106632 0.00115837 0.00139096 0.000327139 0.0014101 0.00116243 0.00139841 0.00128175 0.00141624 0.0014057 0.000467867 0.00141442 0.00137496
internal_weight=0 408 190 1934 163 129 1771 218 1634 137 1567 208 1359 1292 137 1238 139
internal_count=2342 408 190 1934 163 129 1771 218 1634 137 1567 208 1359 1292 137 1238 139
is_linear=0
shrinkage=0.0032998


Tree=6618
num_leaves=15
num_cat=0
split_feature=1456 1446 1209 1212 39 124 4 484 160 4 484 4 4 484
split_gain=0.17797 0.179404 0.147059 0.187847 0.128722 0.134524 0.111712 0.107126 0.106559 0.088407 0.0524892 0.0407186 0.0358668 0.00909743
threshold=-0.080549999999999983 0.090050000000000005 0.083050000000000013 0.090465000000000018 0.099745000000000014 -0.085059999999999983 0.27161500000000005 0.091180000000000011 -1.0000000180025095e-35 0.06707500000000001 -0.011809999999999999 0.42098500000000005 0.27161500000000005 0.11701500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 5 -2 7 9 -8 -7 -1 -10 -6 -12
right_child=1 -3 3 -5 12 6 8 -9 11 -11 13 -13 -14 -15
leaf_value=0.014064614858229806 0.011222143736702203 -0.0034437243845662807 0.014008977847240665 0.0016498989554053017 -0.0049169663908838626 0.0036038759067590206 0.0060962370176315768 0.011582260540827555 0.0002592308464541611 0.0082247276314909301 0.0058140617904583261 -0.0053881039559347628 0.0012267436238535491 0.0090466739020792029
leaf_weight=52 72 92 91 57 55 1375 59 55 76 129 53 68 52 56
leaf_count=52 72 92 91 57 55 1375 59 55 76 129 53 68 52 56
internal_value=0 0.00381876 0.00413946 0.0092612 0.003748 0.00407934 0.00378645 0.00427 6.39826e-05 0.00400141 0.00962554 -0.00239509 -0.00191445 0.00749134
internal_weight=0 2181 2089 148 1941 1834 1762 1559 203 1504 161 144 107 109
internal_count=2342 2181 2089 148 1941 1834 1762 1559 203 1504 161 144 107 109
is_linear=0
shrinkage=0.16829


Tree=6619
num_leaves=15
num_cat=0
split_feature=2 3 41 484 2 52 2 10 2 484 1446 1447 1456 482
split_gain=0.230051 0.227458 0.204348 0.162605 0.159155 0.150082 0.190764 0.134226 0.131446 0.084066 0.0843138 0.200455 0.0818414 0.0773309
threshold=0.114805 -0.049204999999999992 0.083975000000000008 0.091180000000000011 0.12901000000000004 -0.064819999999999989 0.14823500000000003 -0.0087699999999999983 -0.0091949999999999983 0.085435000000000025 0.08376500000000002 -0.085024999999999989 -0.083354999999999999 0.082790000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 -2 -3 -7 -1 -9 10 12 -12 -10 -5
right_child=1 5 -4 13 -6 6 -8 8 9 -11 11 -13 -14 -15
leaf_value=0.012518910366152585 -0.00022216815876972463 -0.011066612189652023 -0.0059792560524132132 0.013550915549060244 0.010985139437656812 0.0032387932171682723 -0.0092670016445766546 -0.0038335223092728515 0.010920890300528152 -0.0011678571909998904 -0.0077455671614900263 0.0051949203197480262 0.0044984027760551961 0.0053080935669748098
leaf_weight=52 81 60 54 79 64 99 53 61 59 81 53 94 1396 56
leaf_count=52 81 60 54 79 64 99 53 61 59 81 53 94 1396 56
internal_value=0 -0.000418639 0.0042172 0.00450327 0.00471212 -0.00393636 -0.00110996 0.0040782 0.0038255 0.00410417 0.00437185 0.000517081 0.00476007 0.010145
internal_weight=0 357 1985 1931 145 212 152 1796 1744 1683 1602 147 1455 135
internal_count=2342 357 1985 1931 145 212 152 1796 1744 1683 1602 147 1455 135
is_linear=0
shrinkage=0.16829


Tree=6620
num_leaves=11
num_cat=0
split_feature=47 47 148 12 1210 1210 12 0 1 15
split_gain=0.19255 0.219846 0.176768 0.165894 0.156799 0.122439 0.108588 0.209659 0.101216 0.0929601
threshold=0.11227500000000001 0.10397500000000001 -0.078369999999999981 0.11999500000000002 -0.081959999999999991 -0.062079999999999989 -0.08731499999999999 -0.076539999999999983 0.11762000000000002 -0.24269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -2 -8
right_child=8 -3 3 -5 5 6 9 -9 -10 -11
leaf_value=-0.0043079596332589879 -0.0086938968302551056 0.013625688355501446 0.0099144759481861293 0.012073531191723471 -0.0050574908147293443 0.0036135604827729931 -0.0014962558261473022 -0.0086701972105598692 0.0011830884122517357 0.0037086154496427789
leaf_weight=89 58 57 91 60 55 102 103 64 59 1590
leaf_count=89 58 57 91 60 55 102 103 64 59 1590
internal_value=0 0.00330077 0.00302671 0.0033437 0.00308156 0.00275576 0.00298788 -0.00111152 -0.00369784 0.0033909
internal_weight=0 2211 2154 2065 2005 1914 1859 166 117 1693
internal_count=2328 2211 2154 2065 2005 1914 1859 166 117 1693
is_linear=0
shrinkage=0.16829


Tree=6621
num_leaves=19
num_cat=0
split_feature=1 10 2 39 12 2 13 4 15 4 12 15 4 43 457 51 12 12
split_gain=14.2541 2.37432 2.0141 1.5631 0.980205 0.596998 0.521193 0.512798 0.540176 0.335876 0.304245 0.281709 0.426895 0.304397 0.303342 0.200803 0.124558 0.0401717
threshold=0.104035 -1.0000000180025095e-35 0.10731 0.081875000000000017 0.087245000000000003 0.11585500000000001 -1.0000000180025095e-35 -0.10429499999999998 0.03981500000000001 0.36766000000000004 -0.086449999999999985 -0.12431499999999999 0.043850000000000007 -0.074204999999999979 0.083415000000000017 -0.085574999999999984 0.086565000000000017 0.083370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 7 10 8 17 -8 -4 16 14 -14 15 -13 -9 -1
right_child=1 2 6 -5 -6 -7 9 11 -10 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=0.0014598115126160782 0.0001582195008461 0.00077788845162723606 0.00066776082681189531 0.0009185805852546297 0.0012913366700531409 0.0010615264776651591 0.00096092379534812094 0.0015991267316725706 0.0017690345160554608 0.00060053064230017317 0.00034849274182418525 0.0015165566326341847 0.0013188457431901255 0.0010141226849860571 0.0011508529046409643 0.0013422109209094012 0.0013755392989249948 0.0013270456530319269
leaf_weight=57 78 72 52 102 94 81 53 60 63 62 89 81 66 82 88 1026 57 65
leaf_count=57 78 72 52 102 94 81 53 60 63 62 89 81 66 82 88 1026 57 65
internal_value=0 0.000687695 0.000785476 0.00131661 0.00106885 0.00134011 0.00060159 0.00135381 0.00151885 0.000766931 0.000466487 0.00133287 0.00131911 0.00115025 0.00134 0.001355 0.0014905 0.00138936
internal_weight=0 500 422 1828 166 1726 256 1645 185 115 141 1460 1343 148 1195 1107 117 122
internal_count=2328 500 422 1828 166 1726 256 1645 185 115 141 1460 1343 148 1195 1107 117 122
is_linear=0
shrinkage=0.0032998


Tree=6622
num_leaves=21
num_cat=0
split_feature=1 10 39 39 1 147 49 133 51 1 403 15 51 43 42 43 43 133 15 43
split_gain=13.4943 1.73095 1.6017 0.860945 0.698477 0.482996 0.477456 0.423293 0.347818 0.320826 0.27224 0.263875 0.192969 0.189981 0.252847 0.101734 0.0806565 0.0645524 0.0444276 0.0347242
threshold=0.10732500000000002 -1.0000000180025095e-35 0.081875000000000017 0.095830000000000012 0.096475000000000019 0.087210000000000024 0.11580500000000001 -0.039759999999999997 0.081440000000000026 0.087135000000000004 -0.087974999999999984 -0.084059999999999982 0.10906 0.27717500000000006 0.089625000000000024 -0.023454999999999997 -1.0000000180025095e-35 0.0061750000000000008 -0.44206999999999991 -0.14044999999999999
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 -2 5 7 -4 6 8 -3 10 12 15 18 -10 14 -12 19 -13 -17 -9 -1
right_child=1 3 4 -5 -6 -7 -8 11 9 -11 13 16 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.0012927794869376176 8.24978923250365e-05 0.00043691247378243491 0.0010439670517122031 0.00026529883932837245 0.00052893749534449464 0.00093338829951567577 0.00098679132798886837 0.0005846338022795402 0.0012984247200633436 0.00089548633149506265 0.0013192234863590982 0.00097345565760264814 0.0010742965779654493 0.0010815699737549793 0.0011998684659828625 0.0011651168039169711 0.00079469709487308381 0.00099525713700048348 0.00071531698359170268 0.0011778379228486776
leaf_weight=53 74 52 65 57 52 65 88 53 88 55 819 56 86 52 264 54 62 54 75 104
leaf_count=53 74 52 65 57 52 65 88 53 88 55 819 56 86 52 264 54 62 54 75 104
internal_value=0 0.000542137 0.00119029 0.00063785 0.000815366 0.00121488 0.00122552 0.000708992 0.00123839 0.00111779 0.0012581 0.000766361 0.00118785 0.00128064 0.00129016 0.00116143 0.00087983 0.00108051 0.000661481 0.00121686
internal_weight=0 429 1899 355 117 1782 1717 298 1629 229 1400 246 174 1135 1083 265 118 108 128 157
internal_count=2328 429 1899 355 117 1782 1717 298 1629 229 1400 246 174 1135 1083 265 118 108 128 157
is_linear=0
shrinkage=0.0032998


Tree=6623
num_leaves=17
num_cat=0
split_feature=1 3 52 52 52 42 3 3 124 151 150 3 157 16 3 42
split_gain=6.13035 1.14999 0.569861 0.657904 0.352965 0.380523 0.322616 0.272323 0.333836 0.198465 0.229293 0.218262 0.189951 0.264459 0.10475 0.0613443
threshold=0.10335000000000001 0.25468500000000005 -0.41304999999999997 0.12492500000000002 -0.080064999999999983 0.086700000000000013 -0.16324999999999998 -0.14162499999999997 -0.076779999999999987 -0.044604999999999992 0.087380000000000013 -0.085754999999999984 -0.080299999999999996 -0.15043499999999996 -0.010299999999999998 0.084580000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 14 -1 -8 -9 11 12 -10 -11 -14 -6 -13
right_child=1 -3 3 -5 5 -7 7 8 9 10 -12 15 13 -15 -16 -17
leaf_value=0.00060557664371625579 0.0008252312119641596 0.00013412708326866868 0.00022289636529333975 0.00077844829961870924 0.0007093720381337467 0.00032391467526161612 0.0010681371131620444 0.00063264360033372425 0.00083578110817618596 0.00071978972479107717 0.00065074139062509567 0.0011377376013470466 0.00069748395182323768 0.00088527273572286283 0.00051175885441021463 0.00098313810583169643
leaf_weight=55 60 101 80 65 56 96 70 71 93 100 61 54 90 1137 66 73
leaf_count=55 60 101 80 65 56 96 70 71 93 100 61 54 90 1137 66 73
internal_value=0 0.000450954 0.000526519 0.000477048 0.000411188 0.000480125 0.000856568 0.000864441 0.000855927 0.000865764 0.000850943 0.000959114 0.000860119 0.000871527 0.000602755 0.00104915
internal_weight=0 524 423 363 298 218 1804 1749 1679 1608 1388 220 1327 1227 122 127
internal_count=2328 524 423 363 298 218 1804 1749 1679 1608 1388 220 1327 1227 122 127
is_linear=0
shrinkage=0.0032998


Tree=6624
num_leaves=14
num_cat=0
split_feature=10 16 1456 3 3 16 455 4 157 160 4 49 1456
split_gain=0.309704 0.214439 0.163155 0.141418 0.351417 0.231963 0.145694 0.144975 0.183228 0.157631 0.143903 0.123832 0.0996438
threshold=-1.0000000180025095e-35 -0.082559999999999981 -0.085589999999999986 -0.15078499999999997 -0.13088999999999998 -0.046599999999999996 1.0000000180025095e-35 0.0015850000000000003 -0.087424999999999989 -0.23312499999999997 0.056640000000000003 0.082565000000000013 -0.16825499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 5 -5 -4 7 8 -6 -9 -11 -10 -2
right_child=2 -3 3 4 6 -7 -8 9 11 10 -12 -13 -14
leaf_value=-0.011786647926100211 0.0065504773606276578 0.0030194463928517636 -0.0075134186256606041 0.018523114321031611 -0.0019657972005904336 0.0053084293246747497 0.013412442337504021 0.010385015420399549 0.0054671438470339506 -0.0035910347128920001 0.0030176981886941593 0.010728336029835341 0.01617032426067274
leaf_weight=52 65 59 67 55 85 99 55 60 1056 128 343 145 59
leaf_count=52 65 59 67 55 85 99 55 60 1056 128 343 145 59
internal_value=0 -0.00390056 0.0051997 0.00484678 0.00525282 0.000122523 0.00486197 0.00460217 0.00556907 0.0022571 0.00121788 0.00610384 0.0111422
internal_weight=0 111 2217 2093 1927 166 1872 1817 1286 531 471 1201 124
internal_count=2328 111 2217 2093 1927 166 1872 1817 1286 531 471 1201 124
is_linear=0
shrinkage=0.16829


Tree=6625
num_leaves=26
num_cat=0
split_feature=1 3 39 40 12 14 3 1 13 124 13 1 49 2 401 2 1446 12 13 1 49 3 13 50 159
split_gain=9.11903 1.61359 0.719057 0.695396 0.688414 0.36652 0.452655 0.319493 0.298369 0.314696 0.570917 0.280237 0.255725 0.231425 0.222163 0.211929 0.157898 0.110954 0.107945 0.0923038 0.0774519 0.0821215 0.228318 0.0950593 0.0279972
threshold=0.104035 -0.06340999999999998 0.081875000000000017 -0.084904999999999994 0.091545000000000015 0.062655000000000016 -0.107915 0.092655000000000015 -0.0013449999999999996 -0.081324999999999981 -0.39067499999999994 0.12205500000000001 -0.0049799999999999992 0.10575500000000002 0.082755000000000009 0.087170000000000011 0.083715000000000026 0.082295000000000021 -0.081029999999999977 0.095025000000000012 0.11580500000000001 -0.082794999999999994 -0.0083549999999999978 0.089030000000000012 -0.039019999999999992
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=2 11 4 -3 5 6 -1 -4 9 -5 -11 13 15 -2 19 -8 17 -14 -17 20 21 22 -6 -23 -18
right_child=1 3 7 8 14 -7 12 -9 -10 10 -12 -13 16 -15 -16 18 24 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.00094421764134977853 0.0011165010324026476 0.00016942882537803521 0.0010666562083425284 0.00070886077460063218 0.00085244352375111934 0.0014754607188232386 0.001254724418495649 0.00069761251358173185 0.00073142625653293571 0.00061021692507689943 0.00016576458663543835 0.0006993782045136937 0.001334387428590874 0.00082889360710625376 0.00088733926245805454 0.0011153108128337062 0.0014248839895859532 0.0012096032011402636 0.00091698538146894393 0.0012155345118969418 0.00095640617247033752 0.0011681584003756763 0.0011250168428911288 0.0010109482098973031 0.0013035139648901544
leaf_weight=71 71 53 52 57 52 57 76 52 97 71 57 52 97 56 63 75 56 582 55 68 53 203 102 58 53
leaf_count=71 71 53 52 57 52 57 76 52 97 71 57 52 97 56 63 75 56 582 55 68 53 203 102 58 53
internal_value=0 0.000652551 0.00115032 0.000517158 0.00116648 0.00121495 0.00120097 0.000882473 0.000582387 0.000504051 0.000412572 0.000905742 0.00121927 0.000989959 0.00107564 0.00111414 0.00124671 0.00122748 0.00103167 0.00109771 0.00108051 0.00109628 0.00103321 0.00113336 0.00136619
internal_weight=0 514 1825 335 1721 1122 1065 104 282 185 128 179 994 127 599 206 788 679 130 536 468 415 154 261 109
internal_count=2339 514 1825 335 1721 1122 1065 104 282 185 128 179 994 127 599 206 788 679 130 536 468 415 154 261 109
is_linear=0
shrinkage=0.0032998


Tree=6626
num_leaves=22
num_cat=0
split_feature=2 2 14 40 2 3 16 52 2 133 3 3 2 3 159 52 42 50 16 480 42
split_gain=6.709 3.08705 1.33471 1.13404 0.767097 0.727664 0.691208 0.634486 0.55737 0.513423 0.489696 0.27118 0.235174 0.257159 0.194488 0.26312 0.243662 0.146686 0.134114 0.0989046 0.0703972
threshold=0.11366500000000002 -1.0000000180025095e-35 0.062655000000000016 -0.026419999999999996 0.10045500000000002 0.11535000000000002 0.51222500000000004 0.026115000000000003 0.13538500000000001 0.087005000000000013 -0.073444999999999983 -0.082709999999999992 0.078405000000000016 -0.066424999999999984 -0.032739999999999991 0.11916 0.10571500000000002 0.08461500000000001 -0.083479999999999985 0.087310000000000013 0.090115000000000015
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 9 4 -2 12 8 7 10 11 -1 -6 -5 13 17 19 16 -16 20 -19 -14 -3
right_child=3 2 -4 5 6 -7 -8 -9 -10 -11 -12 -13 14 -15 15 -17 -18 18 -20 -21 -22
leaf_value=0.00061843113061786799 0.00012888415121000088 0.0007962656581009368 0.0014133993173185767 0.00061397407833572613 0.00082748191230785982 0.00030758570072513924 0.0011373447262166278 0.00092139494496767222 0.00040758339254560246 0.00021723417314867784 0.00042205804526251645 0.00093058703474601582 0.0011959062325949683 0.00070321178968126008 0.0010166597616865971 0.00076580687282736296 0.00078041691279613818 0.0011252335347660194 0.00093906400485089853 0.0010072915899814407 0.00093484717604141369
leaf_weight=99 94 77 70 52 52 91 52 97 60 54 88 71 84 57 794 56 52 71 117 53 98
leaf_count=99 94 77 70 52 52 91 52 97 60 54 88 71 84 57 794 56 52 71 117 53 98
internal_value=0 0.000927678 0.000965582 0.000442119 0.000947629 0.00054945 0.000791672 0.000715679 0.000669529 0.000477062 0.000572896 0.000797021 0.000978497 0.000911699 0.00100547 0.000987545 0.00100218 0.00094434 0.00100956 0.0011232 0.000874073
internal_weight=0 1971 1818 368 1748 274 289 237 183 153 140 123 1459 420 1039 902 846 363 188 137 175
internal_count=2339 1971 1818 368 1748 274 289 237 183 153 140 123 1459 420 1039 902 846 363 188 137 175
is_linear=0
shrinkage=0.0032998


Tree=6627
num_leaves=20
num_cat=0
split_feature=1 16 39 16 52 1 13 1 124 159 52 16 1 13 16 16 1 133 1
split_gain=10.1877 1.06155 1.02184 0.575679 0.640924 0.454626 0.452452 0.420668 0.369823 0.364208 0.294498 0.292907 0.243754 0.208905 0.220855 0.183523 0.154854 0.132415 0.079699
threshold=0.10892500000000001 0.25761500000000009 0.081875000000000017 0.041625000000000002 -0.45478499999999994 0.13662500000000002 -0.10899499999999999 0.10141500000000002 -1.0000000180025095e-35 -0.072904999999999984 -0.092264999999999986 -0.00017499999999999997 0.092655000000000015 0.085880000000000012 -0.096494999999999984 -0.41163499999999992 0.11670500000000002 0.086100000000000024 0.095950000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 17 8 -1 11 -2 -6 -11 13 -4 14 -8 -7 -10 18 -5
right_child=1 -3 12 4 9 15 7 -9 16 10 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00097698867676763741 0.00043265824810979079 0.0010170045858946221 0.0011010167795655844 0.0014341918340141477 0.001230648871767047 0.00024193477992310106 0.0013862058857343732 0.0009815864196738805 0.0008262345203842522 0.0010502698409654669 0.00076727435026421615 0.0014574418746494532 0.00080579501874828081 0.0011025568639983351 0.0012600090698708423 0.00052102777182384569 0.00062884453070785639 0.0011430002741525055 0.0012470288190316913
leaf_weight=60 67 68 52 53 55 52 189 53 84 87 77 101 78 79 916 52 95 64 57
leaf_count=60 67 68 52 53 55 52 189 53 84 87 77 101 78 79 916 52 95 64 57
internal_value=0 0.000639087 0.00120773 0.0012283 0.00111593 0.000565563 0.00125986 0.00127252 0.0006431 0.000996392 0.000917615 0.00128449 0.000924155 0.00126971 0.00128163 0.00038182 0.000721671 0.00126618 0.00133753
internal_weight=0 418 1921 1791 393 350 1398 1338 246 219 164 1285 130 1184 1105 104 179 174 110
internal_count=2339 418 1921 1791 393 350 1398 1338 246 219 164 1285 130 1184 1105 104 179 174 110
is_linear=0
shrinkage=0.0032998


Tree=6628
num_leaves=18
num_cat=0
split_feature=15 150 49 40 15 0 15 0 52 0 15 52 15 0 15 42 42
split_gain=4.16816 2.95957 2.32856 1.67513 0.765527 1.17861 0.511317 0.506916 0.696848 0.458611 0.335791 0.295619 0.236383 0.21639 0.196522 0.163858 0.135019
threshold=-0.24269999999999997 0.11235000000000002 0.12497000000000001 -0.08440499999999998 0.03981500000000001 -0.12324999999999998 -0.10556999999999998 -0.078454999999999983 -0.42890999999999996 -0.14989499999999997 0.087865000000000013 -0.023474999999999996 -0.42759999999999992 -0.097074999999999981 -0.52461999999999986 0.11309000000000001 0.082410000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 5 6 -5 13 -9 -6 16 -4 14 -7 -1 -12 -11
right_child=1 -3 11 4 9 7 -8 8 -10 10 15 -13 -14 -15 -16 -17 -18
leaf_value=0.00051591900711718249 0.00065845625633507803 0.0005391114534962179 0.00083334695057192976 0.0011215217025874952 0.0015537216309824168 0.0011062758954151427 0.00071661831914804353 0.0012728828140354802 0.00097054526489994851 0.0012765900315434471 0.0012132277712971786 0.00048820515860533082 0.00039835444512899162 0.0012719121208566709 0.00079328636515377552 0.0010562649870845739 0.0014334097079784422
leaf_weight=54 69 94 58 52 54 114 101 128 243 201 410 52 56 407 60 93 93
leaf_count=54 69 94 58 52 54 114 101 128 243 201 410 52 56 407 60 93 93
internal_value=0 0.00111251 0.00113847 0.00116465 0.00118305 0.0011229 0.000854463 0.0011689 0.00107495 0.00125687 0.00123672 0.000670509 0.000575501 0.00123574 0.000662211 0.00118428 0.00132632
internal_weight=0 2169 2075 1965 1896 1045 153 892 371 851 797 110 170 521 114 503 294
internal_count=2339 2169 2075 1965 1896 1045 153 892 371 851 797 110 170 521 114 503 294
is_linear=0
shrinkage=0.0032998


Tree=6629
num_leaves=19
num_cat=0
split_feature=4 3 40 12 40 40 4 4 0 49 0 0 15 11 4 0 43 15
split_gain=13.4881 5.5869 4.79341 0.841599 0.610658 0.608782 0.549846 0.488816 1.1518 0.333247 0.51637 0.426097 0.332315 0.330379 0.470175 0.547489 0.154331 0.133905
threshold=0.30163500000000004 0.11745500000000002 -0.026419999999999996 0.091475000000000015 -0.045684999999999996 -0.08440499999999998 0.053255000000000004 -0.47860499999999995 -0.068214999999999984 -0.047749999999999994 -0.14989499999999997 -0.10490499999999998 -0.42759999999999992 0.080455000000000013 -0.079614999999999977 -0.072529999999999983 -0.073404999999999984 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -2 -1 13 -4 9 11 -11 -9 -6 14 15 -5 -8 -16
right_child=4 -3 3 6 12 -7 16 8 -10 10 -12 -13 -14 -15 17 -17 -18 -19
leaf_value=0.00039631421191829068 8.8384642685747773e-05 0.00041015164532336049 0.0015995353737990735 0.001199431362822347 0.00061805541885812695 0.00081902256838436863 0.0011025084451999326 0.00093661021101762378 0.00085351228561688817 0.0016156247594972207 0.001320175432604657 0.0013425816866848453 0.00031971426032067763 0.0014544049518400558 0.0013716521310130317 0.00074552713790753235 0.00087058146206971316 0.0012098224947950592
leaf_weight=60 72 100 62 67 74 99 58 54 61 71 845 61 92 56 73 52 74 308
leaf_count=60 72 100 62 67 74 99 58 54 61 71 845 61 92 56 73 52 74 308
internal_value=0 0.00117186 0.00120991 0.00125738 0.00034279 0.000659732 0.00116557 0.00131208 0.00129573 0.00132186 0.00134311 0.00115226 0.000452922 0.00121128 0.00118398 0.00100138 0.000972756 0.00124092
internal_weight=0 2101 2001 1842 238 159 688 1154 1092 1031 916 115 166 556 500 119 132 381
internal_count=2339 2101 2001 1842 238 159 688 1154 1092 1031 916 115 166 556 500 119 132 381
is_linear=0
shrinkage=0.0032998


Tree=6630
num_leaves=17
num_cat=0
split_feature=2 43 15 2 1210 484 0 0 41 43 0 0 16 51 50 50
split_gain=0.342561 0.151973 0.170411 0.263753 0.134629 0.143329 0.215396 0.282335 0.261125 0.148088 0.142201 0.0880131 0.0866298 0.10943 0.0824833 0.13437
threshold=0.11366500000000002 0.019675000000000002 -0.42075999999999997 0.14870000000000003 -0.081959999999999991 0.095555000000000015 -0.15385999999999997 -0.11073999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.22984499999999997 -0.084369999999999987 -0.098324999999999982 -0.092389999999999986 0.11720500000000002 0.10672000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 12 -1 6 10 9 14 -8 -6 -7 -4 -14 15 -9
right_child=1 -3 3 -5 5 11 7 8 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.015115344949208962 0.0096967922987718086 0.010558271547116783 -0.0026141423740609604 -0.010402355148086101 0.0094652570065287423 0.0089102556773351504 0.0045912010628323223 0.0088396480035170706 -0.0033734999410740814 -0.006509108074886018 0.021770433269575881 0.018150944559869677 -0.00071560799371545871 0.0089826934843777097 0.014061083708335762 0.0016194997730447924
leaf_weight=92 61 67 60 56 56 53 95 1299 52 53 52 68 55 81 79 78
leaf_count=92 61 67 60 56 56 53 95 1299 52 53 52 68 55 81 79 78
internal_value=0 0.00327887 0.00171492 -0.000210069 0.00880406 0.00849508 0.00810834 0.00763128 0.00831978 0.000603951 0.0154066 0.0141182 0.00269285 0.00504738 0.00873863 0.00843197
internal_weight=0 380 313 252 1977 1885 1764 1656 1508 148 108 121 196 136 1456 1377
internal_count=2357 380 313 252 1977 1885 1764 1656 1508 148 108 121 196 136 1456 1377
is_linear=0
shrinkage=0.16829


Tree=6631
num_leaves=19
num_cat=0
split_feature=1375 2 14 3 52 15 9 3 16 2 16 52 3 2 52 15 16 15
split_gain=0.298129 0.204742 0.167856 0.156133 0.237778 0.232507 0.126737 0.106528 0.120264 0.106272 0.104807 0.274798 0.17315 0.0967462 0.101861 0.0758534 0.0733901 0.0597693
threshold=-0.14438999999999999 0.11866500000000001 0.076175000000000007 -0.097224999999999992 -0.22243999999999997 -0.037184999999999996 -1.0000000180025095e-35 -0.049204999999999992 -0.116045 0.13053000000000001 -0.0083249999999999973 -0.050359999999999995 -0.063074999999999978 0.10550500000000002 0.26959000000000005 -0.087404999999999983 0.40052000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 9 -9 -3 13 16 -13 14 -8 -15 -12 -7
right_child=1 7 -4 6 5 17 10 8 -10 -11 11 12 -14 15 -16 -17 -18 -19
leaf_value=-0.0056439120448518723 0.011905881131766646 0.001377117690361622 0.015529864207605305 0 -0.0077727225772507326 0.00091181716978085646 0.0082447277278500097 0.0047680881775089522 -0.0040218740515270439 0.012079659389743147 0.0050846215498087143 0.011988745485257368 0.023530557915517347 -0.0022312059994818311 0.0027594270176367784 0.0065324103950345084 0.010808719242149498 0.0082206250551606786
leaf_weight=55 68 52 71 57 66 65 933 83 94 54 198 131 52 52 108 60 95 63
leaf_count=55 68 52 71 57 66 65 933 83 94 54 198 131 52 52 108 60 95 63
internal_value=0 0.00687587 0.00747055 0.00717589 0.00334185 0.000330762 0.00777062 0.00262687 8.98225e-05 0.00684631 0.00804356 0.0101535 0.0152782 0.00717092 0.00767737 0.00244755 0.00694669 0.00452316
internal_weight=0 2302 2019 1948 262 194 1686 283 177 106 1629 476 183 1153 1041 112 293 128
internal_count=2357 2302 2019 1948 262 194 1686 283 177 106 1629 476 183 1153 1041 112 293 128
is_linear=0
shrinkage=0.16829


Tree=6632
num_leaves=16
num_cat=0
split_feature=1375 131 2 13 0 4 0 4 41 51 150 2 0 16 13
split_gain=0.206393 0.168583 0.290842 0.285946 0.168102 0.232688 0.192462 0.277033 0.101548 0.121393 0.259335 0.19986 0.0657089 0.0513705 0.0504419
threshold=-0.14438999999999999 0.090690000000000007 0.13775000000000001 -0.08176499999999999 -0.15385999999999997 0.30163500000000004 -0.11169999999999998 -0.0027699999999999995 0.077565000000000009 -0.051219999999999995 0.085210000000000022 0.085025000000000003 -0.07409499999999998 -0.11118499999999999 -0.0072499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 -6 9 11 -11 -8 14 -4 -5
right_child=1 3 13 12 6 -7 8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.004694099115645221 0.016285439949314022 0.019998658679657787 0.0013646396190815468 0.011602488735183766 -0.0083627028320308223 0.0023543756070105045 -0.0065024232612227485 0.0057427960417265455 -0.0013378129404315673 0.0062159811534898291 0.017317408055208629 0.0050302976114337903 0.0029456855721723941 -0.0053855673542915587 0.0052349958758618892
leaf_weight=55 93 59 55 86 69 54 52 92 54 1175 63 232 81 75 62
leaf_count=55 93 59 55 86 69 54 52 92 54 1175 63 232 81 75 62
internal_value=0 0.00571992 0.00517337 0.00953575 0.00570489 0.0111801 0.0052405 -0.000291259 0.00580675 0.00606142 0.00678237 0.00291235 0.00683222 -0.00251589 0.00894716
internal_weight=0 2302 2014 288 1884 147 1737 161 1576 1522 1238 284 229 130 148
internal_count=2357 2302 2014 288 1884 147 1737 161 1576 1522 1238 284 229 130 148
is_linear=0
shrinkage=0.16829


Tree=6633
num_leaves=23
num_cat=0
split_feature=1 52 52 12 130 14 0 1 1 0 1 132 0 150 12 16 49 42 12 0 0 12
split_gain=7.56207 1.76447 0.704184 0.457699 0.425985 0.417133 0.377076 0.291119 0.398666 0.289258 0.579861 0.200721 0.165595 0.159518 0.105102 0.12897 0.140231 0.140016 0.0969909 0.0923582 0.0701838 0.0361515
threshold=0.10124500000000002 -0.41304999999999997 0.17829500000000004 0.11769500000000001 -1.0000000180025095e-35 0.078400000000000011 -0.098179999999999976 0.12796000000000002 0.10882500000000002 -0.15503499999999998 0.07677500000000001 0.087210000000000024 -0.097604999999999983 0.085310000000000011 0.083785000000000012 0.0060650000000000009 0.09567500000000001 0.08350500000000001 0.090840000000000018 -0.079249999999999987 -0.072364999999999985 0.085775000000000004
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 4 5 -3 6 9 8 -6 -1 21 14 -9 20 19 16 -16 -17 -13 -8 -10 -11
right_child=1 2 -4 -5 7 -7 11 12 13 10 -12 18 -14 -15 15 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0011214388070066234 0.0010747611750091491 0.00022755797802374029 0.00091275190009793559 0.00076255409495709907 0.0004202194807264665 0.0013613756472340987 0.0012499900693030066 0.00058325051479559146 0.00086333476134259172 0.001063315805146451 0.00057221116341214188 0.0008455546905423002 0.00035134559289857814 0.0005662375939588073 0.0011064843832395133 0.001145578017959271 0.00092724072175621986 0.00095351400967567793 0.001037845295794813 0.0010945358198087307 0.00069047254501117044 0.00093216414921093774
leaf_weight=64 82 52 53 56 78 52 84 52 58 52 53 57 99 59 862 59 53 162 65 97 52 56
leaf_count=64 82 52 53 56 78 52 84 52 58 52 53 57 99 59 862 59 53 162 65 97 52 56
internal_value=0 0.000625464 0.000552149 0.00105833 0.000509599 0.00106796 0.00105877 0.000546361 0.000616473 0.000931994 0.000856468 0.00107857 0.00043144 0.000706843 0.00109061 0.00107843 0.00109614 0.00100495 0.000948293 0.00116687 0.000781938 0.000995637
internal_weight=0 585 503 1772 450 1716 1664 398 247 225 161 1439 151 169 1317 1136 915 221 122 181 110 108
internal_count=2357 585 503 1772 450 1716 1664 398 247 225 161 1439 151 169 1317 1136 915 221 122 181 110 108
is_linear=0
shrinkage=0.0032998


Tree=6634
num_leaves=14
num_cat=0
split_feature=148 131 4 13 1209 156 3 132 13 13 42 13 42
split_gain=0.153215 0.105184 0.274803 0.171719 0.123514 0.112868 0.148006 0.16522 0.152746 0.128573 0.121151 0.0511207 0.0701219
threshold=-0.079549999999999996 0.090690000000000007 0.51400500000000016 -0.08176499999999999 -0.077874999999999986 0.10788500000000002 0.11372500000000001 0.082230000000000011 -0.077274999999999996 -1.0000000180025095e-35 -0.14509999999999998 -0.006474999999999999 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 7 10 -9 -8 -6 12 -5
right_child=1 3 -4 11 5 -7 9 8 -10 -11 -12 -13 -14
leaf_value=-0.0016997163814783216 0.013396724228264888 0.016562760746980137 -0.0058414200758050826 0.01257957777085543 0.012036365488870526 0.011331380021572381 0.0038960056713235793 0.0052569532145081786 -0.0075752344950980096 -0.0066988181888239517 0.0054439598369482277 0.0030793692913940783 0.0050574549462629398
leaf_weight=86 54 60 63 63 84 82 79 53 52 55 1460 84 82
leaf_count=86 54 60 63 63 84 82 79 53 52 55 1460 84 82
internal_value=0 0.00552106 0.00508147 0.00852958 0.005441 0.00520968 0.00492714 0.00536431 -0.00108092 -0.000439209 0.00580378 0.00641696 0.00833808
internal_weight=0 2271 1982 289 1919 1865 1783 1649 105 134 1544 229 145
internal_count=2357 2271 1982 289 1919 1865 1783 1649 105 134 1544 229 145
is_linear=0
shrinkage=0.16829


Tree=6635
num_leaves=17
num_cat=0
split_feature=3 14 2 51 403 51 39 150 13 42 13 51 12 15 131 13
split_gain=0.366039 0.170715 0.191094 0.161426 0.144292 0.107808 0.10543 0.103539 0.125936 0.116279 0.0927881 0.0884715 0.0996396 0.166908 0.0974834 0.0701613
threshold=0.37720000000000004 -0.072219999999999993 0.092155000000000015 -0.09798999999999998 -0.5288449999999999 0.11178000000000002 0.094095000000000026 0.08926000000000002 -0.083894999999999983 0.086325000000000013 -0.070529999999999995 0.087425000000000017 0.091955000000000023 -0.070929999999999979 0.089325000000000015 0.0014100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 15 -3 11 7 8 9 -5 -10 12 14 -14 -6 -4
right_child=-2 2 3 6 5 -7 -8 -9 10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.010815526246484519 -0.0093363273635993418 -0.0028429616889762651 0.0038231836501092082 0.012451246104466249 0.0051107496655599513 -0.0017478127854843738 -0.005916025965239719 -0.0042914141679673522 -0.0051692253240090578 0.0024425882640414487 0.0017274806709561606 0.010755276144011314 0.00069040479026363864 0.010945357797107685 0.00014884481257359942 0.011622079378703822
leaf_weight=99 60 65 83 56 811 59 63 82 65 81 366 88 61 175 131 55
leaf_count=99 60 65 83 56 811 59 63 82 65 81 366 88 61 175 131 55
internal_value=0 0.00396729 0.00366395 0.00167463 0.00488058 0.00526083 0.00065214 0.00129151 0.00210066 0.00654683 0.000683206 0.00558888 0.00520141 0.00830233 0.00442263 0.00694446
internal_weight=0 2340 2241 851 1390 1325 713 650 568 137 431 1266 1178 236 942 138
internal_count=2400 2340 2241 851 1390 1325 713 650 568 137 431 1266 1178 236 942 138
is_linear=0
shrinkage=0.16829


Tree=6636
num_leaves=12
num_cat=0
split_feature=3 15 9 4 1427 9 1 3 1 1456 403
split_gain=0.282741 0.28772 0.267953 0.177553 0.159532 0.143433 0.110386 0.128887 0.159142 0.124221 0.109116
threshold=0.10632000000000001 -0.039984999999999993 0.037245000000000007 0.20353000000000002 0.088585000000000011 -1.0000000180025095e-35 0.13522500000000001 -0.15315499999999996 0.10296000000000001 -0.16130999999999998 -0.12219499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 -1 7 8 -7 -9 -11
right_child=1 -3 -4 -5 -6 6 -8 9 -10 10 -12
leaf_value=-0.0049695496858723027 0.009721014223222078 -0.010628463860891975 0.015100295579059956 -0.0027827511449973093 0.012253329475530653 -0.0059033499190990603 -0.0043347182820021556 -0.0034853877157344886 0.0051470621261942755 0.00073149326608294945 0.004682254239387223
leaf_weight=61 52 82 56 84 55 87 52 62 64 229 1516
leaf_count=61 52 82 56 84 55 87 52 62 64 229 1516
internal_value=0 -0.00275134 0.00360061 0.00198489 0.00329686 0.00305813 0.00330265 0.0035064 -0.00120783 0.00390134 0.00416482
internal_weight=0 218 2182 136 2126 2071 2010 1958 151 1807 1745
internal_count=2400 218 2182 136 2126 2071 2010 1958 151 1807 1745
is_linear=0
shrinkage=0.16829


Tree=6637
num_leaves=9
num_cat=0
split_feature=3 48 48 1186 11 151 15 0
split_gain=0.208704 0.12138 0.145874 0.107751 0.119063 0.106124 0.0869627 0.109082
threshold=0.37720000000000004 -0.088594999999999993 -1.0000000180025095e-35 0.084100000000000022 0.094815000000000024 0.09759000000000001 -0.4666249999999999 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=0.010516975589915198 -0.0072782364819054405 -0.0043421833076899901 0.0089582318732248385 -0.0040670950719965656 0.010778073146817571 0.010207351291851343 0.0028550238592049038 -0.0013515290220095305
leaf_weight=56 60 83 60 62 55 54 1777 193
leaf_count=56 60 83 60 62 55 54 1777 193
internal_value=0 0.0027659 0.00257507 0.00283674 0.00303769 0.00283254 0.00263548 0.002442
internal_weight=0 2340 2284 2201 2139 2084 2030 1970
internal_count=2400 2340 2284 2201 2139 2084 2030 1970
is_linear=0
shrinkage=0.16829


Tree=6638
num_leaves=14
num_cat=0
split_feature=1 376 52 52 1456 13 13 132 43 1186 11 4 4
split_gain=0.205183 0.147882 0.148502 0.189253 0.150675 0.144148 0.122534 0.116796 0.114365 0.0910962 0.120108 0.0645123 0.0526853
threshold=0.12072500000000001 0.084360000000000018 0.51625500000000002 0.26959000000000005 -0.090954999999999994 -0.076114999999999988 -0.15714499999999998 0.090145000000000017 -1.0000000180025095e-35 0.062435000000000011 0.078065000000000009 0.42098500000000005 -0.0065299999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -2 9 11 10 -6 -8 -9
right_child=6 -3 -4 5 7 -7 8 12 -10 -11 -12 -13 -14
leaf_value=-0.0052567489817698437 0.0031617153803791304 0.011330954911757661 0.010390027080509213 0.00051674283781393449 0.0031129912090747517 -0.010931183508030415 -0.0059859822580680573 0.00095403704806489812 -0.011248429543110006 -0.0029068764093430556 0.008907915962201262 0.0017428207337587033 -0.00553023140373238
leaf_weight=67 77 54 64 77 1512 52 59 86 55 65 109 63 60
leaf_count=67 77 54 64 77 1512 52 59 86 55 65 109 63 60
internal_value=0 0.00262669 0.00240116 0.00214816 0.00257246 -0.004084 -0.00242831 0.00285977 -0.00487028 0.00325555 0.00350376 -0.00198015 -0.00169843
internal_weight=0 2146 2092 2028 1899 129 254 1832 177 1686 1621 122 146
internal_count=2400 2146 2092 2028 1899 129 254 1832 177 1686 1621 122 146
is_linear=0
shrinkage=0.16829


Tree=6639
num_leaves=22
num_cat=0
split_feature=3 3 43 12 12 156 3 52 41 11 52 12 1213 12 52 43 40 12 13 12 52
split_gain=5.2264 1.26295 1.37736 0.58671 0.450987 0.337376 0.490623 0.28818 0.202879 0.324181 0.185803 0.256203 0.176786 0.160327 0.14586 0.14283 0.175562 0.0518424 0.0348622 0.0306648 0.0177896
threshold=-0.049204999999999992 0.30112000000000005 -0.033174999999999989 0.054520000000000006 0.10823500000000001 0.091335000000000013 0.11191000000000002 0.024560000000000002 0.08110500000000001 1.0000000180025095e-35 0.080060000000000006 0.084535000000000013 0.041405000000000004 0.09697500000000002 -0.0065299999999999993 -0.095244999999999982 -0.078819999999999987 0.091910000000000006 -0.46134499999999995 0.092615000000000017 1.0000000180025095e-35
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 15 -1 8 6 14 -6 9 10 12 -12 13 -5 -4 -2 -17 -13 -3 -11 -16
right_child=1 18 5 4 7 -7 -8 -9 -10 19 11 17 -14 -15 20 16 -18 -19 -20 -21 -22
leaf_value=0.00056724883168440192 0.00053087013497325167 0.00025742680345122363 0.00086548577730173257 0.00090258096561881347 0.0005918328539301521 0.00096605095707982726 0.00044801902417303772 0.00088931384209487709 0.00069971105282450507 0.0011517320494446256 0.0011689453935738389 0.00089699718146154714 0.00071983434911632312 0.00075728978257639872 0.00063456773812927509 0.00043175842865459681 0.00020931809803273574 0.00097105401512646145 0.00013441668060369108 0.0010272441610942606 0.00072802176646321465
leaf_weight=65 59 52 90 635 88 55 73 61 52 53 52 330 83 99 53 94 67 176 52 53 58
leaf_count=65 59 52 90 635 88 55 73 61 52 53 52 330 83 99 53 94 67 176 52 53 58
internal_value=0 0.000530189 0.000593382 0.000876368 0.000888293 0.000728663 0.000680884 0.000713857 0.000905225 0.000912417 0.000898715 0.000945825 0.000866496 0.000883032 0.000765281 0.000390915 0.000339409 0.000922826 0.00019626 0.00108982 0.000683717
internal_weight=0 653 549 1747 1682 329 274 149 1533 1481 1375 558 817 734 201 220 161 506 104 106 111
internal_count=2400 653 549 1747 1682 329 274 149 1533 1481 1375 558 817 734 201 220 161 506 104 106 111
is_linear=0
shrinkage=0.0032998


Tree=6640
num_leaves=21
num_cat=0
split_feature=1 3 4 0 3 4 133 1 15 0 4 0 3 3 16 51 484 16 51 42
split_gain=7.24352 1.89577 0.691774 0.538839 0.461535 0.378519 0.277693 0.283838 0.262063 0.235056 0.245532 0.187531 0.298682 0.194246 0.146887 0.115108 0.114675 0.113702 0.119396 0.092792
threshold=0.10335000000000001 -0.06340999999999998 0.30163500000000004 0.12539500000000003 -0.14619999999999997 0.054560000000000004 0.089270000000000002 0.13630500000000004 -0.059484999999999989 -0.074204999999999979 0.080165000000000014 -0.073574999999999988 0.085315000000000016 -0.083344999999999989 -0.13895999999999997 0.11548000000000001 0.091180000000000011 -0.071359999999999993 -1.0000000180025095e-35 0.089840000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 -1 11 7 9 14 10 -3 12 15 -13 -7 16 -6 -15 -19 -2
right_child=1 6 -4 -5 5 8 -8 -9 -10 -11 -12 13 -14 17 -16 -17 -18 18 -20 -21
leaf_value=0.0012123963495555988 0.0010528746152791942 0.00030918316035755773 0.00053896256744053307 0.00065994485722943455 0.0010294003144265926 0.0010544625297842611 0.00019402142641537475 0.00030507636616848138 0.00069951060405261444 0.00069066106396196698 0.00057407509731931023 0.00074452846153238105 0.00078643493475090518 0.0011004201688288979 0.00083062979048704024 0.0008772858219761305 0.0011621477475696285 0.0010231970098290159 0.00083870731934295947 0.00087002465544601198
leaf_weight=103 65 72 63 54 1015 66 52 96 79 64 83 55 58 55 67 53 81 73 89 64
leaf_count=103 65 72 63 54 1015 66 52 96 79 64 83 55 58 55 67 53 81 73 89 64
internal_value=0 0.000557796 0.000823664 0.000986656 0.00099647 0.000983297 0.000418608 0.000455571 0.000851785 0.00052138 0.000451256 0.00100212 0.00102004 0.000922486 0.00094197 0.0010318 0.00103924 0.000967428 0.000922059 0.000962431
internal_weight=0 559 192 1848 1794 1691 367 315 212 219 155 1479 1207 272 133 1149 1096 217 162 129
internal_count=2407 559 192 1848 1794 1691 367 315 212 219 155 1479 1207 272 133 1149 1096 217 162 129
is_linear=0
shrinkage=0.0032998


Tree=6641
num_leaves=17
num_cat=0
split_feature=2 15 3 12 3 4 49 0 43 2 2 2 4 3 474 15
split_gain=8.44049 3.69585 2.18989 1.24551 0.892221 0.870938 0.547324 0.654312 0.385986 0.354428 0.338925 0.335192 0.21921 0.203963 0.19315 0.136102
threshold=0.12051500000000002 -0.41971499999999995 0.11372500000000001 -0.010219999999999998 -0.049204999999999992 -0.0047649999999999993 -0.020999999999999994 -0.14151499999999997 -0.081799999999999984 0.096120000000000025 0.087525000000000006 0.13775000000000001 -0.0090299999999999981 -0.081979999999999983 0.087035000000000015 -0.091149999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -2 -3 9 13 14 12 -10 -6 -5 -8 -9 -13
right_child=4 2 -4 6 11 -7 7 8 10 -11 -12 15 -14 -15 -16 -17
leaf_value=0.00045184226268448564 0.00079559751632753985 0.00069284455637200334 0.00067715119012672748 0.0013083687168272606 0.00061124323696000048 0.0011715296886551584 0.0016649740205067097 0.0013009419852388273 0.001262635954839932 0.00083776877369923144 0.0011444811177123175 0.00040310297639811033 0.0010394824926416078 0.0013657652407990379 0.0015136953479250826 0.00017290216083189626
leaf_weight=76 98 80 86 62 55 87 52 364 613 52 484 61 76 52 56 53
leaf_count=76 98 80 86 62 55 87 52 364 613 52 484 61 76 52 56 53
internal_value=0 0.00116723 0.00119355 0.00121599 0.000544741 0.00094243 0.00124119 0.00126096 0.00124347 0.00107239 0.00121054 0.000399065 0.00116054 0.00151571 0.00132939 0.000296389
internal_weight=0 2140 2064 1978 267 167 1811 1621 1517 190 1097 169 138 104 420 114
internal_count=2407 2140 2064 1978 267 167 1811 1621 1517 190 1097 169 138 104 420 114
is_linear=0
shrinkage=0.0032998


Tree=6642
num_leaves=10
num_cat=0
split_feature=0 51 0 480 475 475 49 156 43
split_gain=0.19896 0.165312 0.147737 0.12603 0.126884 0.138811 0.178171 0.145923 0.10212
threshold=-0.22607999999999998 -0.40771999999999992 0.12381500000000002 0.08976000000000002 -0.088274999999999978 -0.079029999999999975 -0.15562499999999999 0.087205000000000019 -0.081414999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -6 -8
right_child=1 2 -4 -5 5 6 8 -9 -10
leaf_value=-0.0030098527051292518 0.012154746286675167 -0.0024355279612594989 -0.0022188419522748155 0.010513844084884243 0.013531526131876651 -0.0053402777587120863 0.0065874074717950466 0.0035128080124929816 0.0037283328839284951
leaf_weight=98 82 73 90 102 98 53 499 72 1240
leaf_count=98 82 73 90 102 98 53 499 72 1240
internal_value=0 0.00472128 0.00444676 0.00472833 0.00443746 0.0046941 0.00425626 0.00929887 0.00454977
internal_weight=0 2309 2227 2137 2035 1962 1792 170 1739
internal_count=2407 2309 2227 2137 2035 1962 1792 170 1739
is_linear=0
shrinkage=0.16829


Tree=6643
num_leaves=26
num_cat=0
split_feature=12 2 2 43 12 13 11 47 13 40 2 49 12 43 1212 42 2 51 157 2 2 42 13 12 2
split_gain=7.5758 2.38839 2.31772 1.16506 0.632918 0.557972 0.531494 0.495 0.243691 0.238694 0.237769 0.232074 0.231253 0.182278 0.171171 0.365721 0.143689 0.123966 0.183231 0.120068 0.0984534 0.179765 0.0670046 0.0544525 0.0509212
threshold=0.077755000000000005 0.13538500000000001 0.10859000000000001 -0.074359999999999996 0.09334000000000002 -0.09057999999999998 1.0000000180025095e-35 0.077555000000000013 -0.095574999999999979 -0.063404999999999989 0.085835000000000009 -0.0087399999999999995 0.083785000000000012 -0.085594999999999991 0.041590000000000009 -1.0000000180025095e-35 0.090050000000000005 -0.04652499999999999 0.014805 0.11556500000000001 0.095195000000000016 0.079170000000000004 -0.39067499999999994 0.10508500000000001 0.08079500000000002
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=2 4 3 13 6 -6 8 10 -2 -4 -5 -12 -10 -1 16 -16 -14 18 -7 -11 23 -22 -21 24 -19
right_child=1 -3 9 7 5 17 -8 -9 12 19 11 -13 14 -15 15 -17 -18 20 -20 22 21 -23 -24 -25 -26
leaf_value=0.0007752498880547763 0.0010044902884389685 0.0005101649452582674 0.00067553612528008223 0.00076036964829702554 0.00075656225553586646 0.00091902965302711787 0.0014688732733542844 0.0013163629005439471 0.0013894978566807801 0.0005703281886459792 0.00087861770563066419 0.0011607474202891448 0.0012408172350475634 0.0005269554715370664 0.0012484990509688979 0.00092877807474061572 0.0011274951565929975 0.0010951447168356439 0.0011695775809549629 0.00047996217130128534 0.00098037825254979321 0.0012080066283492036 0.00033198742580117698 0.0012727688193279057 0.001219063978262419
leaf_weight=63 70 62 58 52 53 78 85 53 74 53 62 69 581 69 82 77 165 87 57 54 91 69 96 68 79
leaf_count=63 70 62 58 52 53 78 85 53 74 53 62 69 581 69 82 77 165 87 57 54 91 69 96 68 79
internal_value=0 0.00114744 0.000725894 0.000894699 0.00117044 0.00108143 0.00121609 0.00103381 0.00119557 0.000487751 0.000951779 0.00102749 0.0012092 0.000645727 0.00119442 0.00109389 0.0012158 0.00111391 0.00102508 0.000433924 0.00114426 0.00107876 0.000385493 0.0011889 0.00115433
internal_weight=0 1778 629 368 1716 582 1134 236 1049 261 183 131 979 132 905 159 746 529 135 203 394 160 150 234 166
internal_count=2407 1778 629 368 1716 582 1134 236 1049 261 183 131 979 132 905 159 746 529 135 203 394 160 150 234 166
is_linear=0
shrinkage=0.0032998


Tree=6644
num_leaves=24
num_cat=0
split_feature=1 155 1 12 4 42 15 12 14 1456 12 4 12 403 15 124 4 12 42 12 1203 43 43
split_gain=10.7397 2.61018 1.3819 1.51815 0.601631 0.341475 0.526046 0.321602 0.369331 0.309505 0.357866 0.306571 0.264535 0.258081 0.329821 0.214486 0.22075 0.182074 0.1761 0.162889 0.154096 0.0715799 0.0243558
threshold=0.10282000000000001 0.10924000000000002 0.12450500000000002 0.088395000000000015 0.054560000000000004 0.095650000000000013 -0.41606999999999994 0.11628000000000001 0.062655000000000016 0.079435000000000019 0.085665000000000005 0.062150000000000004 0.083370000000000014 -0.081664999999999988 0.022565000000000005 -0.083289999999999989 0.056815000000000011 0.090255000000000016 0.08426500000000002 0.087745000000000004 0.084795000000000023 -0.006474999999999999 -0.054574999999999992
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 15 7 6 -4 8 9 10 13 -5 -6 -1 -15 -2 -17 -14 -11 21 -21 -12 -19
right_child=1 -3 5 11 12 -7 -8 -9 -10 18 19 -13 17 14 -16 16 -18 22 -20 20 -22 -23 -24
leaf_value=0.00086992755809663818 0.00070462428253475486 0.0013299007484327422 0.00065713047186004975 0.0011875290814232604 0.00079708115826853765 0.00013055096844980568 0.00026291559906868871 0.00090623455030486809 0.0014252006069246609 0.0014666635061860529 0.0012300028177343759 0.0008321824176598132 0.0012089591894508145 0.0010442183227083724 0.0012768287359267848 0.00032204953672333269 0.00057847985108810105 0.0010268158893227575 0.0012167805895946409 0.0011457622468623841 0.0013123455337833996 0.0013808026745702818 0.00091408620276470427
leaf_weight=63 54 52 64 54 63 58 88 52 62 53 137 54 55 275 90 69 80 52 82 674 70 53 53
leaf_count=63 54 52 64 54 63 58 88 52 62 53 137 54 55 275 90 69 80 52 82 674 70 53 53
internal_value=0 0.00062446 0.000553984 0.000693746 0.00114216 0.000346835 0.000429133 0.00116451 0.0011731 0.00116264 0.0011475 0.00101018 0.000980518 0.00106764 0.00110167 0.000525222 0.000459967 0.00105253 0.00131514 0.00118405 0.00116148 0.00127225 0.00097025
internal_weight=0 573 521 311 1834 210 152 1611 1559 1497 1362 108 223 428 365 203 149 160 135 934 744 190 105
internal_count=2407 573 521 311 1834 210 152 1611 1559 1497 1362 108 223 428 365 203 149 160 135 934 744 190 105
is_linear=0
shrinkage=0.0032998


Tree=6645
num_leaves=17
num_cat=0
split_feature=1 10 160 1 13 43 475 43 160 1447 481 3 1 3 49 3
split_gain=0.463275 0.136924 0.175648 0.152653 0.168642 0.13935 0.121628 0.122082 0.154041 0.115285 0.11042 0.115197 0.176577 0.100638 0.0964463 0.0680196
threshold=0.10538500000000002 -0.011559999999999999 -0.095794999999999977 0.10797500000000002 -0.07236999999999999 -0.049914999999999994 -0.10023499999999998 -0.46848499999999998 -0.54119499999999987 -0.085709999999999995 -0.085629999999999984 0.011825000000000002 0.086050000000000015 0.0075150000000000008 0.11580500000000001 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 13 -6 -1 -8 -9 -10 -11 14 -13 -5 -12 -7
right_child=1 2 3 4 5 15 7 8 9 10 11 12 -14 -15 -16 -17
leaf_value=0.014251440136758001 -0.0064042171563092939 -0.006905445328385734 -0.0052579048571313024 -0.0045717255364278531 0.0023190719432454585 0.016173627928888476 -0.0013094341609122429 0.015206128097675967 0.012506655165682081 -0.0015489781841076203 0.0070192946731894917 -0.0049704812794526404 0.0073039112939557145 0.0044900188626397566 0.001245248080053411 0.0076651926923002114
leaf_weight=57 65 56 52 67 76 52 57 57 81 53 1359 63 70 72 88 57
leaf_count=57 65 56 52 67 76 52 57 57 81 53 1359 63 70 72 88 57
internal_value=0 0.000790711 0.00187744 0.00319031 0.00455174 0.00787993 0.00657078 0.0063303 0.0065772 0.00628919 0.00597969 0.00623338 0.00147622 0.000109203 0.00666938 0.0117407
internal_weight=0 497 432 376 324 185 1885 1828 1771 1714 1633 1580 133 139 1447 109
internal_count=2382 497 432 376 324 185 1885 1828 1771 1714 1633 1580 133 139 1447 109
is_linear=0
shrinkage=0.16829


Tree=6646
num_leaves=22
num_cat=0
split_feature=3 12 47 16 16 48 402 3 0 11 129 0 12 0 48 150 3 129 0 0 3
split_gain=0.218591 0.202738 0.152746 0.267922 0.235948 0.27916 0.152628 0.329096 0.141375 0.219224 0.134268 0.147743 0.110697 0.0930677 0.0906094 0.0892238 0.0863929 0.0827696 0.0718711 0.0666338 0.0487179
threshold=-0.050489999999999993 0.023990000000000004 0.096770000000000009 -0.49181999999999998 0.058765000000000005 0.083830000000000002 0.083730000000000013 -0.094679999999999986 -0.12118 0.093970000000000012 0.086095000000000019 -0.014954999999999998 0.083615000000000009 -0.075969999999999996 0.088845000000000021 0.08486500000000001 -0.24162499999999998 0.097955000000000014 -0.13740499999999997 -0.086284999999999987 -0.08095999999999999
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=6 2 3 -2 5 13 8 -8 -1 10 11 12 -10 18 -14 -7 -13 -12 -5 -9 -21
right_child=1 -3 -4 4 -6 15 7 19 9 -11 17 16 14 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=0.01336572601656856 0.010382563111575092 -0.0067467745524701821 0.0094296402878614183 -0.0084633709236259375 0.0069970344115980639 0.0082711619512168041 -0.010344072275543363 0.0086698466550803668 0.013640175885272575 -0.0047974224893672724 -0.0028218972045992996 0.0078386262435650739 0.0052498571016471622 -0.012713116316653693 0.010661777146987805 -0.00062039967299751741 0.017629829930721857 0.0055239121889414638 -0.00012460034979886857 -0.0014652062162352529 0.0054289954402111686
leaf_weight=72 83 70 85 58 99 59 52 75 53 54 72 52 987 54 97 69 52 63 60 54 62
leaf_count=72 83 70 85 58 99 59 52 75 53 54 72 52 987 54 97 69 52 63 60 54 62
internal_value=0 0.00179033 0.00284747 0.00168298 -0.000122203 -0.00247754 0.00543736 0.00151451 0.00607082 0.00570227 0.00611563 0.0066642 0.00610583 -0.00690961 0.00573579 0.00346402 0.0127515 0.00105951 -0.00423854 0.00475244 0.00220414
internal_weight=0 637 567 482 399 300 1745 243 1502 1430 1376 1241 1137 172 1084 128 104 135 118 191 116
internal_count=2382 637 567 482 399 300 1745 243 1502 1430 1376 1241 1137 172 1084 128 104 135 118 191 116
is_linear=0
shrinkage=0.16829


Tree=6647
num_leaves=10
num_cat=0
split_feature=10 13 15 52 1455 1419 0 0 156
split_gain=0.198627 0.18609 0.111442 0.114615 0.132498 0.120927 0.169194 0.119651 0.0980759
threshold=-0.092019999999999977 -0.41143499999999994 -0.45015499999999992 0.51307000000000014 0.090900000000000022 1.0000000180025095e-35 -0.00077999999999999999 -0.037224999999999994 0.089725000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -8
right_child=1 2 3 -5 -6 -7 8 -9 -10
leaf_value=-0.0058358203520782964 -0.0038054795013835632 -0.0013432188274213424 0.0044907054079390248 -0.0015737437300878876 0.012629372037229584 0.010560718373547615 -0.003595399140231994 0.012707781257715075 0.0047815152135078512
leaf_weight=60 84 96 1681 84 59 90 116 52 60
leaf_count=60 84 96 1681 84 59 90 116 52 60
internal_value=0 0.00395965 0.0042519 0.0045035 0.00475243 0.00451904 0.00423326 0.0047383 -0.000729425
internal_weight=0 2322 2238 2142 2058 1999 1909 1733 176
internal_count=2382 2322 2238 2142 2058 1999 1909 1733 176
is_linear=0
shrinkage=0.16829


Tree=6648
num_leaves=21
num_cat=0
split_feature=1 12 13 3 39 1 1 133 131 43 1 13 11 43 3 52 1213 52 4 52
split_gain=0.201195 0.136051 0.158605 0.223316 0.173301 0.268002 0.143829 0.0932427 0.148011 0.086185 0.185905 0.236457 0.117729 0.106503 0.105293 0.0777905 0.0690176 0.0554699 0.0428073 0.0344822
threshold=0.10538500000000002 -0.10236499999999998 -0.13033499999999998 -0.049509999999999992 0.096625000000000016 0.11249000000000002 0.11762000000000002 0.50628500000000021 0.11495000000000001 -0.084674999999999986 0.077565000000000009 -0.0094049999999999984 1.0000000180025095e-35 -0.082739999999999994 -0.10468499999999999 -0.16371499999999997 -0.12077499999999998 -0.10692499999999998 -0.0087849999999999977 -0.5288449999999999
decision_type=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 6 5 -5 -4 8 9 10 14 -12 13 -11 -1 19 -17 -16 -19 -15
right_child=1 2 3 4 -6 -7 -8 -9 -10 12 11 -13 -14 15 17 16 -18 18 -20 -21
leaf_value=0.010725001358903551 0.0078109008107961515 -0.0076551880771005875 0.00086938630095414896 -0.0086999787762414571 -0.011305860409362245 0.0056147451682747518 0.011321491710462678 0.0098356086630355579 -0.0048588447361324599 0.01157659713443109 0.0034286663245651884 -0.01238190271828404 0.010813615020613536 0.0025632134716783296 0.0063994343514605402 0.0089241804968989234 0.0038836328086706479 0.0027812558647461083 -0.0025357209391608376 -0.0034739454152665915
leaf_weight=53 57 81 85 62 53 92 67 72 56 53 55 52 81 53 74 84 1008 125 65 54
leaf_count=53 57 81 85 62 53 92 67 72 56 53 55 52 81 53 74 84 1008 125 65 54
internal_value=0 7.15013e-05 -0.00092702 0.000586031 -0.00300509 -0.000136659 0.00548838 0.00388151 0.00364406 0.00391609 0.00181918 -0.00423818 0.00458173 0.00417711 0.00386945 0.00384853 0.00427301 0.00248634 0.000952834 -0.000466786
internal_weight=0 497 440 359 207 154 152 1885 1813 1757 424 107 1333 1252 317 1199 1092 264 190 107
internal_count=2382 497 440 359 207 154 152 1885 1813 1757 424 107 1333 1252 317 1199 1092 264 190 107
is_linear=0
shrinkage=0.16829


Tree=6649
num_leaves=20
num_cat=0
split_feature=1 52 12 1 2 52 52 12 12 4 3 0 16 52 0 16 0 2 2
split_gain=10.9173 1.52758 1.04321 0.995131 0.558492 0.712036 0.663025 0.537179 0.42997 0.351557 0.323113 0.288465 0.334319 0.190961 0.192818 0.167918 0.145407 0.0989033 0.135232
threshold=0.10471500000000002 -0.40011499999999994 0.077755000000000005 0.13075500000000004 0.079570000000000016 0.048675000000000003 -0.085254999999999984 0.088745000000000004 0.11721500000000001 0.42405000000000009 0.0025650000000000004 -0.14216999999999999 0.0060650000000000009 0.10096500000000001 0.024745000000000003 0.12292000000000002 -0.10490499999999998 0.10406500000000002 0.095545000000000005
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 7 -1 6 -6 10 11 -5 -3 -4 16 14 15 -14 -13 18 -18
right_child=1 3 8 9 5 -7 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20
leaf_value=0.0006221515696949165 0.0010852939548563305 0.00038625619473924548 0.0013872890611309285 0.00046930685324294674 0.0011064282450571059 0.0013018696660559521 0.00070831219293305799 0.00083068400962713214 0.00087343029974648015 0.00017052800033610048 0.00066220223919567257 0.00099412378991609127 0.0008748079567816807 0.00086967311271606701 0.0012669641403398389 0.0010959430902816034 0.001179873803046677 0.0013148843642431852 0.0010244996008959961
leaf_weight=54 54 97 56 77 85 62 100 90 64 98 90 52 53 57 52 146 968 58 69
leaf_count=54 54 97 56 77 85 62 100 90 64 98 90 52 53 57 52 146 968 58 69
internal_value=0 0.000560192 0.00110652 0.00049738 0.000927892 0.000994591 0.000891421 0.000620567 0.00114063 0.000302192 0.000519253 0.00115193 0.00114284 0.00104523 0.00108496 0.00103722 0.00116903 0.0011773 0.00116957
internal_weight=0 506 1876 452 301 247 185 277 1575 175 187 1511 1455 308 251 199 1147 1095 1037
internal_count=2382 506 1876 452 301 247 185 277 1575 175 187 1511 1455 308 251 199 1147 1095 1037
is_linear=0
shrinkage=0.0032998


Tree=6650
num_leaves=11
num_cat=0
split_feature=40 149 43 43 1444 51 43 159 34 1
split_gain=0.194013 0.149861 0.119427 0.289305 0.0997147 0.105772 0.149033 0.133666 0.119411 0.125751
threshold=-0.084904999999999994 0.079625000000000015 0.31428500000000009 0.12203500000000002 -0.079124999999999987 0.067785000000000012 -0.080989999999999993 -0.08477999999999998 -1.0000000180025095e-35 0.091105000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -8 -6 -10
right_child=1 -3 -4 -5 5 6 7 -9 9 -11
leaf_value=-0.003999833590551549 -0.0032806917309451044 0.013084496445036113 -0.0019433723533466383 0.013206852625938844 0.010893952679828454 0.013642143930147654 0.012310188224116149 0.0025574905046806241 0.0041933425312863431 0.00092564245802368209
leaf_weight=84 54 53 91 98 60 72 52 173 1138 474
leaf_count=84 54 53 91 98 60 72 52 173 1138 474
internal_value=0 0.00422603 0.00401297 0.00426936 0.00383552 0.00403159 0.00696432 0.00481943 0.00350957 0.00323361
internal_weight=0 2265 2212 2121 2023 1969 297 225 1672 1612
internal_count=2349 2265 2212 2121 2023 1969 297 225 1672 1612
is_linear=0
shrinkage=0.16829


Tree=6651
num_leaves=22
num_cat=0
split_feature=1 52 1 123 47 4 52 0 12 1 16 12 12 4 1 16 52 4 12 12 52
split_gain=16.814 2.44346 1.46505 1.14508 0.831759 0.711283 0.668146 0.46965 0.422425 0.37256 0.312935 0.25009 0.246654 0.229568 0.206575 0.148465 0.13643 0.218379 0.129221 0.121122 0.0905724
threshold=0.10538500000000002 -0.40492999999999996 0.14699000000000004 0.080635000000000012 0.07813500000000001 0.029980000000000003 0.11483500000000001 -0.10324499999999999 0.11553000000000001 0.083555000000000018 -0.096494999999999984 -0.013764999999999998 0.090715000000000018 -0.078454999999999983 0.092415000000000011 0.0045450000000000013 0.088555000000000009 -0.082024999999999987 0.087805000000000008 0.083705000000000016 0.048285000000000008
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 4 5 6 8 7 -3 10 12 18 -9 20 16 15 -15 19 -18 -1 -12 -7
right_child=1 2 -4 -5 -6 9 -8 11 -10 -11 13 -13 -14 14 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0015146207621233251 0.0011806008083638832 0.00050625738952186753 -2.9048335965209039e-05 0.00077314263711567434 0.00075848030235266815 0.0013225498013556944 0.00074538848451690689 0.00033919578116666611 0.00093231930668276201 0.00081582235356538119 0.0011771270380761829 5.1597516774628251e-05 0.00099177031841970499 0.0012369195779814574 0.0010414074299375123 0.0011189137829824053 0.0010691816141932113 0.0013294785387447945 0.0012844203847707932 0.001325519433565055 0.0011223267414868796
leaf_weight=60 52 99 66 72 102 53 53 71 52 62 77 62 102 463 100 166 84 64 54 381 54
leaf_count=60 52 99 66 72 102 53 53 71 52 62 77 62 102 463 100 166 84 64 54 381 54
internal_value=0 0.000502747 0.000424858 0.00118246 0.000502359 0.00119907 0.000410571 0.000333931 0.00122729 0.00104261 0.00123785 0.000205392 0.00110972 0.00122348 0.00118333 0.00120583 0.00127172 0.00118198 0.00140589 0.00130065 0.00122183
internal_weight=0 505 453 1844 387 1772 285 232 1501 271 1449 133 209 1335 729 629 606 148 114 458 107
internal_count=2349 505 453 1844 387 1772 285 232 1501 271 1449 133 209 1335 729 629 606 148 114 458 107
is_linear=0
shrinkage=0.0032998


Tree=6652
num_leaves=24
num_cat=0
split_feature=1 4 49 12 12 15 4 1 0 49 15 0 43 12 42 0 12 43 12 401 1213 4 4
split_gain=12.868 1.47352 1.03946 1.31686 0.791744 0.659136 1.21038 0.639801 0.56351 0.360738 0.281655 0.485674 0.267495 0.565458 0.235894 0.223577 0.139775 0.11531 0.100642 0.0958806 0.0881855 0.0865749 0.0736837
threshold=0.10538500000000002 0.27287000000000006 -0.064484999999999987 0.085090000000000013 0.11769500000000001 0.03981500000000001 -0.14538499999999996 0.091275000000000009 -0.026509999999999995 -0.047309999999999998 -0.11055 -0.097074999999999981 -0.072864999999999985 -1.0000000180025095e-35 -0.059219999999999988 -0.097074999999999981 0.083865000000000009 0.043850000000000007 0.088835000000000011 0.087110000000000007 0.065605000000000011 0.032965000000000001 -0.076344999999999982
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 -2 -4 5 7 -7 8 10 -9 15 21 -3 -14 -13 -1 -8 19 -11 20 -18 -12 -19
right_child=1 12 3 -5 -6 6 16 9 -10 18 11 14 13 -15 -16 -17 17 22 -20 -21 -22 -23 -24
leaf_value=0.0014608020318210102 0.00043309934821160749 0.00021908801376843619 0.0006001678647395794 0.0011478988222001687 0.00079761909454178787 0.0017429076942589391 0.0013642221545813711 0.00072153058402902584 0.00089972195388280177 0.00095628785506362863 0.0010644967152797634 0.0010618124392194623 0.00069801422106921269 0.0002912169790035332 0.0012499275348815979 0.0011797264406481938 0.0012267398591091644 0.001182364168933959 0.0011457028344903323 0.0013251907195464632 0.0010965683025888546 0.00087089369144349618 0.0010130097281473495
leaf_weight=73 84 75 96 96 60 52 71 54 78 70 52 94 64 90 371 57 398 75 61 97 73 56 52
leaf_count=73 84 75 96 96 60 52 71 54 78 70 52 94 64 90 371 57 398 75 61 97 73 56 52
internal_value=0 0.000577594 0.000740091 0.000874217 0.00117226 0.00118484 0.00125415 0.00112611 0.00116764 0.000950601 0.00119732 0.00116538 0.000381592 0.000460504 0.00121198 0.00133783 0.00122092 0.00120623 0.00104476 0.00122695 0.00120664 0.000964436 0.0011133
internal_weight=0 505 276 192 1844 1784 818 966 781 185 703 573 229 154 465 130 766 695 131 568 471 108 127
internal_count=2349 505 276 192 1844 1784 818 966 781 185 703 573 229 154 465 130 766 695 131 568 471 108 127
is_linear=0
shrinkage=0.0032998


Tree=6653
num_leaves=25
num_cat=0
split_feature=1 52 52 1 12 1 14 12 16 49 1 43 52 15 15 43 52 481 0 12 43 12 16 133
split_gain=11.9092 3.17199 1.28218 1.01178 1.27005 0.689176 0.60942 0.526174 0.422039 0.342476 0.266408 0.280696 0.216099 0.258621 0.184062 0.226473 0.192952 0.181265 0.155375 0.151652 0.146268 0.132197 0.129344 0.0927679
threshold=0.10124500000000002 -0.42364999999999992 0.220975 0.12796000000000002 0.091735000000000025 0.091275000000000009 0.062655000000000016 0.097060000000000021 -0.26987499999999992 0.10470500000000001 0.10723500000000001 -0.012149999999999999 -0.08130999999999998 -0.012299999999999997 0.03981500000000001 -0.10961499999999998 -0.060549999999999993 -0.050084999999999991 -0.079119999999999982 0.083865000000000009 -0.12584499999999996 0.083325000000000024 -0.081109999999999974 0.09389500000000002
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=5 -2 3 4 10 6 7 14 -5 18 -3 -12 -7 -14 15 -1 21 -18 -9 -16 -21 -17 -22 -20
right_child=1 2 -4 8 -6 12 -8 9 -10 -11 11 -13 13 -15 19 16 17 -19 23 20 22 -23 -24 -25
leaf_value=0.0011088510398387951 0.001403868085143731 0.00044404160313544952 0.0011643109976183486 0.00025781496332683034 0.001170694856992908 0.0013173040635516694 0.0016428389853399899 0.0013760294721248244 0.00058111791018412645 0.00093647321406939411 0.00055116349710943502 0.00083015056883769319 0.00091581884409918735 0.0011836538831798305 0.0015564273291221913 0.0011157438928111874 0.0015481452002396668 0.0013422297763889702 0.001089179542552125 0.0015377376974225559 0.0014011157325960089 0.0013000020781878759 0.0012867147300564821 0.001279509343056362
leaf_weight=59 74 64 52 88 59 55 67 65 89 52 76 84 68 99 57 62 58 309 70 55 270 164 200 53
leaf_count=59 74 64 52 88 59 55 67 65 89 52 76 84 68 99 57 62 58 309 70 55 270 164 200 53
internal_value=0 0.000764838 0.000672409 0.000616726 0.000739281 0.00130801 0.0013329 0.00131879 0.000420579 0.00117625 0.000625492 0.000697852 0.00113504 0.00107481 0.00134648 0.00130749 0.00132719 0.00137487 0.00124239 0.00139011 0.00137198 0.00124961 0.00135251 0.00117148
internal_weight=0 586 512 460 283 1763 1541 1474 177 240 224 160 222 167 1234 652 593 367 188 582 525 226 470 123
internal_count=2349 586 512 460 283 1763 1541 1474 177 240 224 160 222 167 1234 652 593 367 188 582 525 226 470 123
is_linear=0
shrinkage=0.0032998


Tree=6654
num_leaves=20
num_cat=0
split_feature=13 1 41 13 0 1 1 52 4 4 0 15 13 15 1 15 0 2 13
split_gain=0.20823 0.243968 0.092513 0.303457 0.117073 0.105808 0.186609 0.132346 0.188365 0.126567 0.268577 0.113581 0.157774 0.125633 0.110241 0.102877 0.0948131 0.0889313 0.0646594
threshold=0.11251500000000002 0.096255000000000021 0.07831500000000001 -0.10899499999999999 0.12474500000000001 0.13539000000000004 0.096300000000000011 0.088555000000000009 -0.082024999999999987 0.094510000000000025 -0.094124999999999986 -0.08760999999999998 -0.053824999999999991 -1.0000000180025095e-35 0.11212500000000002 0.029300000000000003 -0.14454499999999995 0.10097500000000002 -0.13033499999999998
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 5 6 7 9 -9 10 -1 12 -8 14 -13 -15 -14 -10 -7
right_child=1 -3 3 -5 -6 18 11 8 17 -11 -12 13 16 15 -16 -17 -18 -19 -20
leaf_value=0.014173375979657508 0.0049484120578393359 -0.0084810179646251631 0.0019080773828365493 0.019629668933521985 0.013328963675970473 0.0067254704568563452 0.0047027731520531855 -0.005380470439052089 0.003653441843154834 0.00021260594748118559 0.0065690789489823813 0.014256139525769549 0 -0.0042254693069242863 0.0042087141816052713 0.005626168367745525 -0.010121243905299017 0.010270028186750208 0.014973028990710893
leaf_weight=156 103 61 54 56 59 56 83 56 255 68 859 53 52 59 76 61 53 75 54
leaf_count=156 103 61 54 56 59 56 83 56 255 68 859 53 52 59 76 61 53 75 54
internal_value=0 -3.57262e-05 0.00617101 0.0109463 0.00591699 0.00569918 0.0054044 0.00631335 0.00362843 0.00726864 0.00773959 0.00234482 -0.000769396 0.00470333 0.00835065 0.000767475 -0.00511213 0.00516266 0.0107906
internal_weight=0 164 2185 110 2075 2016 1906 1469 386 1083 1015 437 188 249 129 120 105 330 110
internal_count=2349 164 2185 110 2075 2016 1906 1469 386 1083 1015 437 188 249 129 120 105 330 110
is_linear=0
shrinkage=0.16829


Tree=6655
num_leaves=29
num_cat=0
split_feature=1 47 1 14 39 0 2 0 0 1 14 15 16 0 157 0 2 13 15 1 13 15 2 4 13 15 2 16
split_gain=14.3081 1.94673 1.83143 1.87313 1.27225 0.904226 0.751455 0.562891 0.525665 0.851839 0.463411 0.764151 0.416103 0.460615 0.427664 0.350377 0.239697 0.186093 0.180769 0.174539 0.172264 0.179484 0.155075 0.119885 0.0974188 0.0989826 0.0878154 0.0588412
threshold=0.10892500000000001 0.085505000000000012 0.093505000000000019 0.062655000000000016 0.081875000000000017 -0.07385499999999999 1.0000000180025095e-35 -0.10653 -0.098179999999999976 0.083555000000000018 -0.42214499999999994 -0.036064999999999993 0.081265000000000018 -0.063109999999999986 -1.0000000180025095e-35 -0.11242999999999999 0.090225000000000014 -0.0082249999999999979 0.090645000000000017 0.13702500000000004 0.0049200000000000008 0.090725000000000014 0.10859000000000001 -0.08347499999999998 -0.079299999999999995 -0.080419999999999978 0.11543000000000002 -0.038799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 5 7 8 -3 -4 9 15 -2 19 13 -7 -14 -1 17 18 -10 26 21 -9 -16 -19 27 -26 -12 -18
right_child=1 6 4 -5 -6 12 -8 20 16 -11 11 -13 14 -15 22 -17 24 23 -20 -21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.0014902295314916558 0.0007150692092659618 0.001143116373889759 0.00083613286534198292 0.0018331810748932094 0.00060421429316145556 0.0011553377407671874 0.00064868463055414434 0.0014170538075026296 0.0013150495618714471 0.00079611056553626706 0.00024373315167670908 0.0006582918558173228 0.0014821271668721604 0.00079923785825068282 0.0012641728584802268 0.0011369988151903238 0.0012483187777901602 0.0013803631490877123 0.0014897276268798013 0.00012650164123868102 0.0010671997018247522 0.0011643464066543076 0.001023586371755515 0.0015504534911025879 0.0013161518359023072 0.001135332019155971 0.00043441330821446304 0.0014164071043032203
leaf_weight=56 56 74 58 67 65 89 62 59 507 54 52 76 52 73 52 71 52 106 78 66 65 70 74 90 54 104 56 52
leaf_count=56 56 74 58 67 65 89 62 59 507 54 52 76 52 73 52 71 52 106 78 66 65 70 74 90 54 104 56 52
internal_value=0 0.000589242 0.00124702 0.00129171 0.001017 0.00126849 0.000917973 0.00112333 0.00131048 0.00114497 0.000443024 0.000381945 0.00111725 0.00099509 0.00122822 0.00129303 0.00133916 0.00136862 0.0013384 0.000261039 0.00120901 0.0012802 0.00112316 0.00145865 0.00125121 0.00119735 0.000342931 0.0013327
internal_weight=0 442 1948 1631 317 1564 136 252 1224 181 306 250 340 162 178 127 1043 781 585 174 194 129 126 196 262 158 108 104
internal_count=2390 442 1948 1631 317 1564 136 252 1224 181 306 250 340 162 178 127 1043 781 585 174 194 129 126 196 262 158 108 104
is_linear=0
shrinkage=0.0032998


Tree=6656
num_leaves=24
num_cat=0
split_feature=1 2 160 42 402 3 402 484 160 1 13 2 133 2 3 2 13 1 1 403 13 129 42
split_gain=0.357363 0.236144 0.177941 0.167811 0.150552 0.210962 0.170259 0.12432 0.122918 0.119543 0.135909 0.111745 0.11108 0.103418 0.147229 0.129846 0.0939334 0.122396 0.0698423 0.0493347 0.0789063 0.0505405 0.0214347
threshold=0.10915500000000002 0.16149500000000003 -0.14580499999999996 -0.069844999999999977 -0.086719999999999978 -0.078484999999999985 -1.0000000180025095e-35 -0.12700499999999998 -0.089629999999999974 0.083065000000000014 -0.079854999999999995 0.13538500000000001 0.048695000000000009 0.090485000000000024 0.10449500000000002 0.088300000000000003 -0.09547499999999999 0.11726500000000001 0.088735000000000022 0.085515000000000022 0.059130000000000009 0.087710000000000024 -0.091559999999999989
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 18 5 -5 -6 -8 9 10 -9 12 16 15 -15 -10 -4 -18 19 20 21 22 -1
right_child=1 -3 11 4 6 -7 7 8 13 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.012835959751450908 -0.010553307655696641 0.010208508082872424 0.0093597727553514538 -0.0074328120792773959 0.014425473369001894 0.0059693437120025734 0.010659821435480289 0.0081550381765434672 0.0039087462980776496 0.01286501135141253 -0.0017494326216487264 -0.0059296259054246962 -0.005298068341735929 0.00032596703799277134 0.0097261145731857082 0.011083076601077189 -0.0039358168243018446 0.0056123386721006439 0.014023944774613752 0.01214823450755863 0.0015465668778817225 0.0048393798419377968 0.0083668927373844668
leaf_weight=56 52 57 55 67 54 66 95 129 494 83 56 70 52 378 54 84 70 83 57 57 66 79 76
leaf_count=56 52 57 55 67 54 66 95 129 494 83 56 70 52 378 54 84 70 83 57 57 66 79 76
internal_value=0 0.000100344 -0.00140324 0.00541889 0.00463498 -0.00076861 0.00513987 0.00477336 0.00433438 0.00754413 0.00514722 3.31451e-05 0.00164542 0.00348091 0.00150514 0.00495449 0.00338993 0.00123216 0.00854189 0.00760095 0.00665874 0.0082493 0.0102765
internal_weight=0 439 382 1951 1560 133 1427 1373 1278 268 185 330 260 1010 432 578 208 153 391 334 277 211 132
internal_count=2390 439 382 1951 1560 133 1427 1373 1278 268 185 330 260 1010 432 578 208 153 391 334 277 211 132
is_linear=0
shrinkage=0.16829


Tree=6657
num_leaves=26
num_cat=0
split_feature=96 1 10 0 16 401 160 1213 16 0 133 159 1 1 0 16 3 133 3 4 3 4 0 42 42
split_gain=0.258937 0.158087 0.210578 0.138274 0.152638 0.222403 0.222918 0.287245 0.189267 0.184445 0.115889 0.121264 0.167502 0.157864 0.187515 0.132334 0.139036 0.0981945 0.070993 0.124853 0.0951429 0.0931736 0.0987495 0.0730888 0.0462293
threshold=0.083595000000000017 0.089275000000000007 -0.15367499999999998 -0.14989499999999997 -0.078074999999999992 0.080710000000000018 -0.089629999999999974 -0.063054999999999986 -0.019749999999999993 -0.086409999999999987 0.084675000000000014 0.107895 0.11212500000000002 0.091615000000000016 -0.14454499999999995 -0.116045 0.06269000000000001 0.40438500000000005 -0.07928499999999998 0.00025000000000000006 -0.082254999999999981 -0.08347499999999998 -0.083739999999999995 0.087075000000000014 -0.015274999999999999
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=1 3 -3 -1 18 6 8 -8 -6 -9 11 12 13 -4 -15 -14 -17 -12 20 -20 21 24 -23 -22 -5
right_child=-2 2 10 4 5 -7 7 9 -10 -11 17 -13 15 14 -16 16 -18 -19 19 -21 23 22 -24 -25 -26
leaf_value=0.012076381789292838 -0.0077059359323902021 0.012527607048131667 -0.0035061265358369734 0.006291117936674401 0.001999321262466497 -0.007006697722415689 -0.0093666630090271756 -0.0011651325053908764 0.014571197169890358 0.005615005188406871 -0.0061693136221577464 0.0097329423973809975 0.0025518165949783749 -0.0014977109357744297 0.0079544111650957025 -0.00040637059938643971 -0.011974452964958212 0.0025228897871592106 0.016083604576957219 0.0058520491762791759 -0.0017408789261049893 0.0068779867417660687 0.015796300519809965 0.0062885894525736424 0.00033719398571056467
leaf_weight=75 55 52 67 127 55 57 53 161 90 383 92 59 99 80 228 64 55 61 57 85 73 95 57 57 53
leaf_count=75 55 52 67 127 55 57 53 161 90 383 92 59 99 80 228 64 55 61 57 85 73 95 57 57 53
internal_value=0 0.00396579 0.00214365 0.00502112 0.00464269 0.00311229 0.00389205 0.00245048 0.00981495 0.00360508 0.00147065 0.00245024 0.00172262 0.00388076 0.00549348 -0.00198153 -0.00576806 -0.00269205 0.0066642 0.00997173 0.00564372 0.00715672 0.0102342 0.00176591 0.004548
internal_weight=0 2335 857 1478 1403 799 742 597 145 544 805 652 593 375 308 218 119 153 604 142 462 332 152 130 180
internal_count=2390 2335 857 1478 1403 799 742 597 145 544 805 652 593 375 308 218 119 153 604 142 462 332 152 130 180
is_linear=0
shrinkage=0.16829


Tree=6658
num_leaves=23
num_cat=0
split_feature=130 1 42 160 13 16 16 151 156 1429 474 50 16 42 1446 50 160 52 52 16 52 15
split_gain=0.188894 0.222086 0.129846 0.114664 0.107504 0.138749 0.193686 0.104035 0.147266 0.292569 0.100444 0.118991 0.110449 0.152436 0.145638 0.0994943 0.0908597 0.0425725 0.0764894 0.0466156 0.0917856 0.0777443
threshold=-0.12279499999999997 0.10915500000000002 -0.079234999999999986 -0.14580499999999996 -0.41572999999999993 0.059920000000000008 -0.43370499999999995 -0.13224499999999997 0.086635000000000004 0.052280000000000007 0.081755000000000008 1.0000000180025095e-35 0.18612500000000001 0.087005000000000013 0.083715000000000026 0.041865000000000006 -1.0000000180025095e-35 0.092505000000000018 0.08568000000000002 -0.074474999999999986 -0.091784999999999992 0.084885000000000002
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 2 17 -3 -5 6 -6 -4 10 16 12 -12 14 -14 -9 -8 -10 18 19 21 -21 -2
right_child=1 3 7 4 5 -7 15 8 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.013019318151894088 0.0053800675128321792 -0.0079675401734207209 0.0091274035854768849 0.0074174365676119751 0.0039563823518684472 0.0048040373592256021 -0.0097596165343291543 0.0026369160494721655 0.0069261973848030074 -0.012358169976273876 0.013698252905107341 0.0028150122908836965 -0.007811251331047723 0.0044083121005431668 0.0087560244090155812 -0.00069263333275647787 -0.0019565872003332427 0.011025734216868413 0 0.0091457859647704302 -0.00042041368193153724 0.013606445384897472
leaf_weight=53 72 53 74 53 75 90 96 951 65 53 55 60 62 54 125 54 65 52 54 58 55 61
leaf_count=53 72 53 74 53 75 90 96 951 65 53 55 60 62 54 125 54 65 52 54 58 55 61
internal_value=0 0.00284871 0.00361786 -0.000647488 0.000401877 -0.000772815 -0.00301154 0.00295852 0.00265094 -0.00181398 0.00327747 0.00803566 0.00281691 -0.00210735 0.00334945 -0.00650748 0.00247099 0.00654234 0.00575923 0.00701824 0.00447377 0.00916658
internal_weight=0 2337 1916 421 368 315 225 1564 1490 183 1307 115 1192 116 1076 150 130 352 300 246 113 133
internal_count=2390 2337 1916 421 368 315 225 1564 1490 183 1307 115 1192 116 1076 150 130 352 300 246 113 133
is_linear=0
shrinkage=0.16829


Tree=6659
num_leaves=16
num_cat=0
split_feature=4 12 48 15 49 4 14 16 14 4 12 4 16 12 4
split_gain=9.21681 3.06583 0.727114 0.675039 0.580864 0.471132 0.422155 0.48438 0.402437 0.423103 0.505993 0.479504 0.391557 0.231369 0.180349
threshold=0.30163500000000004 -0.013764999999999998 0.093265000000000015 -0.14068999999999995 0.12314000000000001 -0.0047649999999999993 -0.42495999999999995 -0.43370499999999995 0.062655000000000016 -0.50388999999999984 0.083370000000000014 -1.0000000180025095e-35 0.0086100000000000013 0.086275000000000004 0.59999500000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 8 -1 -2 14 9 -3 11 -11 -12 -5 -8
right_child=6 2 3 13 -6 -7 7 -9 -10 10 12 -13 -14 -15 -16
leaf_value=0.0006096618836679801 0.00075989843092380267 0.0014799029330809148 0.0013245883925372117 0.00073623136431852116 0.00088623411107658745 0.00093938104386616481 0.00062050822880951515 0.00016730024905449854 0.0014814642557685427 0.00090666684686715559 0.0012656250594944626 0.0012949954314036135 0.0011274218669942548 0.0010116595759609901 0.00037885234149028462
leaf_weight=99 58 71 55 61 53 92 97 53 73 104 1104 53 287 77 53
leaf_count=99 58 71 55 61 53 92 97 53 73 104 1104 53 287 77 53
internal_value=0 0.00116804 0.00120739 0.00101415 0.00122874 0.000768664 0.000510786 0.000439438 0.00123945 0.00122851 0.00121696 0.00103798 0.00123714 0.000890168 0.000535358
internal_weight=0 2129 1938 193 1745 191 261 203 1692 1619 1548 157 1391 138 150
internal_count=2390 2129 1938 193 1745 191 261 203 1692 1619 1548 157 1391 138 150
is_linear=0
shrinkage=0.0032998


Tree=6660
num_leaves=16
num_cat=0
split_feature=41 12 12 15 11 43 2 3 16 15 3 457 457 15 15
split_gain=0.221365 0.255383 0.219698 0.329687 0.261319 0.216297 0.131614 0.19878 0.107257 0.224462 0.207694 0.0955784 0.125526 0.104755 0.0812222
threshold=0.07831500000000001 0.085280000000000009 -0.085719999999999977 -0.26826999999999995 0.082245000000000013 -0.078844999999999985 0.11093500000000002 0.09722500000000002 0.00088000000000000003 -0.050004999999999994 0.13524500000000003 0.087195000000000009 0.035070000000000011 0.083590000000000012 -0.036064999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -5 7 11 10 -10 14 12 13 -4 -8
right_child=1 -3 4 5 -6 -7 8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.012962227012701602 0.019235146914275539 0.0028798356615941383 0.0025397423425927023 -0.003517886415451778 0.012842828095554015 0.010434537815304061 0.0035415684767820619 0.011970388834080645 0.0028747967311387821 -0.010760745322269432 -0.0051188564688971925 0.010196246650626602 -0.0037638536314459864 0.0054057069765076878 0.012220735461263389
leaf_weight=54 57 52 736 70 94 57 76 92 81 59 57 66 62 716 52
leaf_count=54 57 52 736 70 94 57 76 92 81 59 57 66 62 716 52
internal_value=0 0.0114491 0.00367633 -0.00194168 0.00416349 0.00273008 0.00375405 0.00435658 0.00064873 -0.00285878 0.00331277 0.00391211 0.00363697 0.00395422 0.00708152
internal_weight=0 109 2272 181 2091 127 1997 1672 325 140 185 1580 1514 1452 128
internal_count=2381 109 2272 181 2091 127 1997 1672 325 140 185 1580 1514 1452 128
is_linear=0
shrinkage=0.16829


Tree=6661
num_leaves=15
num_cat=0
split_feature=4 41 11 2 49 147 49 4 0 16 16 49 16 43
split_gain=0.17572 0.224092 0.152378 0.144064 0.14163 0.167368 0.209528 0.182392 0.129183 0.187923 0.212572 0.138905 0.120396 0.0395346
threshold=0.057265000000000003 0.07831500000000001 0.079915000000000014 -0.0091949999999999983 0.10969000000000002 0.087350000000000025 -0.081589999999999982 0.018150000000000003 -0.095869999999999983 -0.14169499999999999 0.059920000000000008 -0.015064999999999999 -0.49996499999999994 -0.076124999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 11 13 -11 -2 -13 -10
right_child=8 -3 -4 4 -6 -7 7 -9 9 10 -12 12 -14 -15
leaf_value=-0.0046249374124350219 -0.0023807107814856603 0.014822806962800451 0.01081521645931887 -0.004129927090170335 -0.0023060066084464631 0.013464555047267561 0.0039224287499620598 0.013496033348954396 0.0061448406366756223 -0.014534165736512049 -0.00094318019236386502 0.0011957595235207717 0.0098297435055721399 5.7948511435601621e-05
leaf_weight=60 85 54 84 88 102 53 1350 59 54 54 83 86 99 70
leaf_count=60 85 54 84 88 102 53 1350 59 54 54 83 86 99 70
internal_value=0 0.00412958 0.00380707 0.00346217 0.00375697 0.00415712 0.00382639 0.00432459 0.000652295 -0.00201324 -0.00631333 0.00323563 0.00582582 0.00272318
internal_weight=0 1850 1796 1712 1652 1550 1497 1409 531 261 137 270 185 124
internal_count=2381 1850 1796 1712 1652 1550 1497 1409 531 261 137 270 185 124
is_linear=0
shrinkage=0.16829


Tree=6662
num_leaves=20
num_cat=0
split_feature=1 3 2 3 123 3 14 0 1 0 16 2 1 1446 2 484 2 133 2
split_gain=25.9149 4.73761 1.45002 1.22835 1.15247 0.989205 0.928756 0.820166 0.701324 0.619039 0.667036 0.369828 0.36761 0.244078 0.234888 0.190329 0.189675 0.168607 0.0970422
threshold=0.10141500000000002 -0.058704999999999993 0.11444000000000001 0.31534000000000006 1.0000000180025095e-35 0.085315000000000016 0.076175000000000007 0.056265000000000009 0.13301500000000002 -0.13740499999999997 0.25032500000000008 0.114805 0.11249000000000002 0.037915000000000011 0.10584500000000001 -0.08176499999999999 0.090050000000000005 0.08955500000000001 0.099450000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 5 6 8 7 9 14 -1 13 -7 -2 16 -3 -15 -11 18 -12
right_child=1 3 -4 -5 -6 11 -8 -9 -10 10 17 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0013089766999535668 0.0014586873192028134 0.00073281006053168662 0.00068902051811151695 0.00014116476019418873 0.0010916526264492829 0.0010512465368918236 0.0019768246839161831 0.00121336994633417 0.00015098952987865598 0.0016290096577583745 0.0013706689177000267 0.00068568887293269461 0.0011237821577161542 0.0015940378228220312 0.00044649833871290883 0.0018337675260938577 0.0015377397603974555 0.0012519105294567557 0.0015779939381388598
leaf_weight=91 91 70 53 70 56 57 61 72 53 806 54 66 61 63 58 97 387 61 54
leaf_count=91 91 70 53 70 56 57 61 72 53 806 54 66 61 63 58 97 387 61 54
internal_value=0 0.000757073 0.00116039 0.00053591 0.00155967 0.000626689 0.00157466 0.00156008 0.000471086 0.00157554 0.00159145 0.00085538 0.00132452 0.00161603 0.00060335 0.00173959 0.00159943 0.00139447 0.00147466
internal_weight=0 579 205 374 1802 304 1746 1685 181 1613 1522 123 152 1353 128 160 1193 169 108
internal_count=2381 579 205 374 1802 304 1746 1685 181 1613 1522 123 152 1353 128 160 1193 169 108
is_linear=0
shrinkage=0.0032998


Tree=6663
num_leaves=18
num_cat=0
split_feature=2 15 49 49 48 11 49 2 2 2 15 393 2 1456 484 133 2
split_gain=6.98326 2.64063 1.24458 1.25399 0.804556 0.530433 0.459479 0.450753 0.467637 0.414461 0.133651 0.117649 0.115082 0.105365 0.0948817 0.0954993 0.0264
threshold=0.13290500000000002 -0.37478999999999996 -0.042269999999999995 -0.091004999999999989 0.11454000000000002 1.0000000180025095e-35 0.091235000000000011 0.10293500000000001 0.086615000000000011 0.17000000000000001 -0.13924999999999996 0.098330000000000015 0.095935000000000006 0.083870000000000014 0.023665000000000002 -1.0000000180025095e-35 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 5 6 11 8 -5 10 -2 13 -7 -4 15 -8 -3
right_child=9 2 4 7 -6 12 14 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00058708204797722294 0.00040495262275643901 0.0012508632359430831 0.0011522454621040563 0.00062834673422657917 0.00074437596144315754 0.0014894333391087433 0.001089757627407908 0.00049898153875970266 0.0010477706857750302 0.00018391452716449977 0.00062048357159993374 0.0013206471444256879 0.0012779078439147449 0.0012660869698161116 0.0011274605662307793 0.0009296413077262692 0.0011340104218829389
leaf_weight=109 58 52 1197 54 53 53 63 58 64 56 72 56 70 103 68 138 57
leaf_count=109 58 52 1197 54 53 53 63 58 64 56 72 56 70 103 68 138 57
internal_value=0 0.00108845 0.00111464 0.000911415 0.00114677 0.00115896 0.00114301 0.000738633 0.000856129 0.000422214 0.000524595 0.0011679 0.00136934 0.00116129 0.00101741 0.000980002 0.00119008
internal_weight=0 2195 2086 285 1801 1748 1625 176 118 186 130 1356 123 1300 269 201 109
internal_count=2381 2195 2086 285 1801 1748 1625 176 118 186 130 1356 123 1300 269 201 109
is_linear=0
shrinkage=0.0032998


Tree=6664
num_leaves=20
num_cat=0
split_feature=4 12 13 4 3 12 41 4 150 39 3 376 4 52 52 4 0 0 52
split_gain=10.4137 3.78522 1.53009 0.891386 0.708088 0.579412 0.433152 0.474512 0.414494 0.409812 0.326552 0.322056 0.191856 0.146116 0.14978 0.10899 0.0852719 0.0830719 0.0473021
threshold=0.30163500000000004 0.077755000000000005 -0.0049299999999999995 -0.15333499999999997 0.13524500000000003 0.11844 0.075585000000000013 0.065590000000000009 0.082965000000000025 0.095830000000000012 0.021805000000000001 0.048375000000000008 -0.49269499999999994 0.117775 -0.088004999999999986 0.50609000000000004 -0.14712999999999996 -0.084114999999999981 0.038145000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 9 6 7 12 16 15 11 -1 -3 14 -14 -2 -5 -15 -9
right_child=4 5 3 8 -6 -7 -8 18 -10 -11 -12 -13 13 17 -16 -17 -18 -19 -20
leaf_value=0.00089483894840542701 0.00053940497429123954 0.0014135275442043469 0.0012911724281466166 0.0010929658075975611 0.00011970632831673961 0.00092410906919234456 0.0014954088536495564 0.00093271685197211047 0.00064526073538254992 0.00026984819587182776 0.0003994324031751916 0.00055337429174277363 0.0011542643726770629 0.0010245701305210489 0.0012447971581096698 0.0007285668965081991 0.00091061438879800488 0.0011731880495555824 0.001073391853078607
leaf_weight=56 89 54 85 52 63 82 57 64 57 52 54 67 274 66 890 56 71 137 55
leaf_count=56 89 54 85 52 63 82 57 64 57 52 54 67 274 66 890 56 71 137 55
internal_value=0 0.00112488 0.000852908 0.00101179 0.000424946 0.00119645 0.00121041 0.00119984 0.000879657 0.000522383 0.000614841 0.000709124 0.00121672 0.00120892 0.00122352 0.000612704 0.000987992 0.00112504 0.000998031
internal_weight=0 2121 442 265 260 1679 1597 1540 180 197 177 123 1421 1367 1164 145 123 203 119
internal_count=2381 2121 442 265 260 1679 1597 1540 180 197 177 123 1421 1367 1164 145 123 203 119
is_linear=0
shrinkage=0.0032998


Tree=6665
num_leaves=19
num_cat=0
split_feature=150 151 3 1 482 4 52 52 50 12 42 157 1208 42 1 50 52 16
split_gain=0.156048 0.187614 0.148575 0.124724 0.182313 0.219202 0.126967 0.123518 0.100228 0.0976159 0.123599 0.117119 0.128415 0.115425 0.0898266 0.0803716 0.0385285 0.0275742
threshold=0.10921500000000002 0.050660000000000004 -0.029309999999999996 0.091785000000000019 0.090355000000000005 -0.15618499999999999 -0.23818999999999999 0.022635000000000006 0.12070000000000002 0.083785000000000012 -0.038454999999999996 -0.078064999999999982 1.0000000180025095e-35 1.0000000180025095e-35 0.073870000000000005 0.092095000000000024 -0.021489999999999995 -0.071629999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 5 -5 -7 15 9 10 -1 -11 13 -13 -12 -8 -16 -9
right_child=2 -3 -4 4 -6 6 7 17 -10 11 14 12 -14 -15 16 -17 -18 -19
leaf_value=0.0029415658346157872 0.0053459479983378458 0.014504126361739146 -0.0065652865623482028 0.011012339607404342 0.013870275984383637 0.009887614774872178 -0.0014807229693621397 0.0078707590850555249 0.0001176854162994518 0.012153044059487013 0.015857251719892315 0.0075896300511210215 0.01383340483531546 0.0039828902055112627 0.0055035350470520085 0.0046944037314437239 0.01186657351825054 0.0027879502272496128
leaf_weight=53 69 79 52 94 52 55 292 77 58 100 97 474 58 542 54 75 57 52
leaf_count=53 69 79 52 94 52 55 292 77 58 100 97 474 58 542 54 75 57 52
internal_value=0 0.00643026 0.000212222 0.00613819 0.00427281 0.00349628 0.00221079 0.0013559 0.00700783 0.00728507 0.0102415 0.00662627 0.00611 0.00566733 0.0120929 -0.000213881 0.00878723 0.0058358
internal_weight=0 2269 121 2190 697 645 551 496 1493 1435 261 1174 1074 1016 208 367 111 129
internal_count=2390 2269 121 2190 697 645 551 496 1493 1435 261 1174 1074 1016 208 367 111 129
is_linear=0
shrinkage=0.16829


Tree=6666
num_leaves=13
num_cat=0
split_feature=149 150 1209 0 12 13 51 16 50 1212 3 0
split_gain=0.174122 0.19811 0.108914 0.121009 0.397967 0.164147 0.152513 0.11079 0.085752 0.0821056 0.0786414 0.0291706
threshold=0.075040000000000009 0.10980500000000001 0.082105000000000011 0.12539500000000003 -0.14718499999999998 -0.15310499999999996 0.11381000000000001 -0.07662999999999999 0.11657000000000002 0.041590000000000009 -0.07928499999999998 -0.13892999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 11 9 -4 -8 -7 -3 -6
right_child=-2 10 7 -5 5 6 8 -9 -10 -11 -12 -13
leaf_value=0.019487239053455389 0.013497338180989086 0.0022766228004607869 0.0061584154829301156 -0.0023838347438200525 0.00096243656259008693 0.0050421342934404484 0.015934225853777011 0.015778858098010044 0.007108917897846373 0.0012097411977618332 -0.0069613672536173749 -0.0045074793948982079
leaf_weight=53 68 52 97 63 58 1531 52 53 81 178 52 52
leaf_count=53 68 52 97 63 58 1531 52 53 81 178 52 52
internal_value=0 0.00484166 0.00517852 0.00485914 0.00508762 0.00469573 0.00507309 0.00956962 0.0105729 0.00464402 -0.0023251 -0.00160701
internal_weight=0 2322 2218 2068 2005 1952 1842 150 133 1709 104 110
internal_count=2390 2322 2218 2068 2005 1952 1842 150 133 1709 104 110
is_linear=0
shrinkage=0.16829


Tree=6667
num_leaves=9
num_cat=0
split_feature=457 151 10 39 1 376 12 2
split_gain=0.166446 0.136111 0.207548 0.145322 0.121866 0.161853 0.106607 0.0928568
threshold=0.11251000000000001 0.050660000000000004 -0.092019999999999977 0.099745000000000014 0.13840500000000003 0.084495000000000015 -0.090699999999999989 0.11736500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.0056514892369823782 -0.0047366053449395774 0.010636609969674608 -0.0030836963918830645 -0.0023558644110613296 0.012714369346084546 0.013626111536902253 0.0048219723360489906 0.00050105186088620658
leaf_weight=59 57 97 54 85 53 54 1777 154
leaf_count=59 57 97 54 85 53 54 1777 154
internal_value=0 0.00445299 0.00418393 0.00445131 0.00472875 0.0045203 0.00427168 0.0044783
internal_weight=0 2333 2236 2177 2092 2039 1985 1931
internal_count=2390 2333 2236 2177 2092 2039 1985 1931
is_linear=0
shrinkage=0.16829


Tree=6668
num_leaves=13
num_cat=0
split_feature=1210 1375 0 0 151 13 3 11 0 12 3 0
split_gain=0.16732 0.106457 0.180804 0.185429 0.105545 0.100679 0.097839 0.133127 0.11074 0.401167 0.132993 0.0245515
threshold=-0.080364999999999978 -0.14438999999999999 -0.17106499999999999 -0.15135999999999997 -1.0000000180025095e-35 -0.035449999999999988 -0.13088999999999998 0.080455000000000013 0.09395000000000002 -0.11875499999999999 0.25468500000000005 0.036480000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 -1 7 -5 9 -8 -11 -9
right_child=1 2 3 6 -6 -7 8 11 -10 10 -12 -13
leaf_value=0.014583681586676507 -0.0040933874601226175 0.0039886703697686512 -0.0066428446594585548 0.0019682741225093294 0.013248670866494183 0.0044555388116909161 0.017257465104344897 0.0082720861879475322 -0.0045518769620768217 0.0029140785436044259 -0.0056378538521676272 0.013587663779058104
leaf_weight=60 55 63 55 86 80 53 55 52 55 1671 53 52
leaf_count=60 55 63 55 86 80 53 55 52 55 1671 53 52
internal_value=0 0.00320583 0.00338732 0.0029879 0.00918165 0.00984921 0.00325049 0.00689248 0.00287221 0.00310274 0.00265013 0.0109472
internal_weight=0 2277 2222 2079 143 113 2024 190 1834 1779 1724 104
internal_count=2390 2277 2222 2079 143 113 2024 190 1834 1779 1724 104
is_linear=0
shrinkage=0.16829


Tree=6669
num_leaves=26
num_cat=0
split_feature=1 2 4 150 4 1 13 51 1 159 16 2 42 133 4 51 51 1 13 13 1210 16 2 42 2
split_gain=11.9736 2.0427 1.26986 0.885784 0.810658 0.402995 0.371324 0.301281 0.265846 0.259854 0.254837 0.204257 0.203627 0.199368 0.185512 0.180653 0.36329 0.161596 0.139647 0.130166 0.123072 0.116386 0.0888861 0.0788173 0.0478359
threshold=0.10538500000000002 0.14307 0.27044500000000005 0.08486500000000001 0.053455000000000009 0.091785000000000019 -0.097199999999999995 0.0053700000000000006 0.12835000000000002 0.0055900000000000004 -0.054549999999999994 0.088850000000000012 0.08648500000000002 0.084675000000000014 0.24099500000000004 0.092600000000000016 0.11178000000000002 0.11000000000000001 -0.082594999999999988 -0.006219999999999999 -0.071714999999999987 -0.072729999999999975 0.089690000000000006 0.077855000000000021 0.093765000000000015
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=4 2 3 12 5 6 -1 9 19 11 14 20 17 23 24 -9 -17 -2 -3 -4 -8 -13 -11 -7 -6
right_child=1 18 8 -5 10 13 7 15 -10 22 -12 21 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0013990914706320968 0.00072053510732856868 4.7552348471986775e-05 0.00068447784406592616 0.00045792933329798626 0.0011793267686554243 0.0010375589894400406 0.0013386814837973464 0.00092758323265231197 0.00029694943537633011 0.0012567058513767114 0.00077251539333301534 0.0012151274163432614 0.001083236703190116 0.00088106322586664425 0.00088531522754397489 0.0013350243970335683 0.00098682609835911068 0.00096599341288618483 0.00028805410552523427 0.00045201293565598922 0.0011939036960250267 0.001070131371017511 0.0014295917391573239 0.0011879942662019402 0.0010349641804654384
leaf_weight=87 55 54 52 54 56 101 78 76 66 87 60 87 69 65 69 57 80 67 52 56 531 242 60 70 59
leaf_count=87 55 54 52 54 56 101 78 76 66 87 60 87 69 65 69 57 80 67 52 56 531 242 60 70 59
internal_value=0 0.000575534 0.000679089 0.00083236 0.00113982 0.00116661 0.00118827 0.00117411 0.000463073 0.00119664 0.000961674 0.00117609 0.000938036 0.00103938 0.00102317 0.0010592 0.00113195 0.000855625 0.000165867 0.000564267 0.0012125 0.00110858 0.00132751 0.00109935 0.00110557
internal_weight=0 525 419 245 1865 1621 1385 1298 174 1085 244 938 191 236 184 213 137 122 106 108 609 329 147 171 115
internal_count=2390 525 419 245 1865 1621 1385 1298 174 1085 244 938 191 236 184 213 137 122 106 108 609 329 147 171 115
is_linear=0
shrinkage=0.0032998


Tree=6670
num_leaves=18
num_cat=0
split_feature=1 1 10 3 15 3 3 1 52 1185 147 15 15 457 3 1 3
split_gain=7.92815 1.96119 1.40458 1.20003 0.349747 0.316812 0.306545 0.209386 0.198699 0.207395 0.158239 0.163631 0.175379 0.26702 0.138738 0.105872 0.132487
threshold=0.12007000000000002 0.092415000000000011 -1.0000000180025095e-35 -0.041784999999999996 -0.083029999999999979 0.0025650000000000004 -0.036004999999999988 0.14262000000000002 -0.53937999999999986 1.0000000180025095e-35 0.085765000000000022 -0.12431499999999999 -0.094924999999999995 0.048870000000000004 0.11745500000000002 0.096515000000000004 -0.15836499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 -3 -5 -4 -8 -1 10 11 -10 -13 -14 -7 -6 -17
right_child=2 3 6 5 15 14 7 -9 9 -11 -12 12 13 -15 -16 16 -18
leaf_value=0.0013059028864311241 -4.2731216749434354e-05 0.0008406288849700063 0.00078472016207998857 0.0005714503862246016 0.0009871708385708472 0.00092204719920819871 0.00058131840695372684 0.0003184001062444916 0.0012400943527749665 0.0012889410902210119 0.00091916065057184252 0.00094687637206260276 0.0010979702026204222 0.0013362732525142808 0.0007072607721858511 0.0010375511021897897 0.0012442619593209521
leaf_weight=61 52 80 52 102 67 69 94 52 100 70 52 81 1192 55 67 65 79
leaf_count=61 52 80 52 102 67 69 94 52 100 70 52 81 1192 55 67 65 79
internal_value=0 0.00106054 0.000439278 0.000885889 0.0010283 0.000711622 0.000566044 0.000487918 0.00111786 0.00111044 0.00110197 0.0011086 0.00109868 0.00110851 0.000816492 0.00109928 0.0011512
internal_weight=0 2140 250 529 291 238 198 146 1611 1550 1480 1428 1328 1247 136 211 144
internal_count=2390 2140 250 529 291 238 198 146 1611 1550 1480 1428 1328 1247 136 211 144
is_linear=0
shrinkage=0.0032998


Tree=6671
num_leaves=24
num_cat=0
split_feature=1 2 4 4 1 2 1375 1 16 16 51 11 1 457 2 1 13 13 159 13 51 4 2
split_gain=15.4659 3.07801 2.54151 1.52027 0.874691 1.07775 0.817483 0.678075 0.583459 0.378368 0.370881 0.597408 0.519971 0.278307 0.286213 0.266573 0.195353 0.185781 0.179499 0.155117 0.132063 0.192448 0.0295112
threshold=0.10752500000000002 0.14823500000000003 -0.011694999999999999 0.053455000000000009 0.13210500000000003 0.11144000000000001 -0.082704999999999987 0.083555000000000018 -0.082909999999999984 -0.36241499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.10141500000000002 0.048870000000000004 0.097070000000000004 0.08956500000000002 -0.062109999999999992 -0.09219999999999999 0.087410000000000015 -0.085764999999999994 0.08406000000000001 -0.069874999999999979 0.10866500000000003
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 -4 -1 9 15 -5 11 18 13 14 -12 17 -7 -8 19 -10 21 -19 -11
right_child=1 -3 4 7 -6 16 8 -9 10 22 12 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 -23 -24
leaf_value=0.0010778963718762844 0.0014310209814594286 0.00015052290119960124 0.0011529468671883241 0.0015347926301138969 0.00048370954084611006 0.0005363607976229288 0.0017931829093509695 0.00096087751502339227 0.0016894823793891652 0.0012692434804547844 0.0014622481575308798 0.0018782884012630424 0.001104464462476697 0.0016822547430909425 0.0012992337857187356 0.0013757440693166446 0.00080678544578169809 0.0015854053306523261 0.0013374316050725169 0.0014879394267746184 0.0014625355980059133 0.0018091263091763962 0.001144223733421498
leaf_weight=52 76 73 87 63 91 61 68 81 59 52 580 53 53 52 153 52 58 209 65 177 67 56 52
leaf_count=52 76 73 87 63 91 61 68 81 59 52 580 53 53 52 153 52 58 209 65 177 67 56 52
internal_value=0 0.000770757 0.000892048 0.00145228 0.000754011 0.000873245 0.00148765 0.0012102 0.00150059 0.00133091 0.00146198 0.00155263 0.00142364 0.00144514 0.00142827 0.00160236 0.00066846 0.00163173 0.00149518 0.00153847 0.00159856 0.00163282 0.00120707
internal_weight=0 446 373 1944 297 206 1696 248 1644 167 1192 354 838 785 733 452 119 400 301 236 332 265 104
internal_count=2390 446 373 1944 297 206 1696 248 1644 167 1192 354 838 785 733 452 119 400 301 236 332 265 104
is_linear=0
shrinkage=0.0032998


Tree=6672
num_leaves=24
num_cat=0
split_feature=1 52 4 3 1 4 16 158 15 484 1 2 43 484 1 4 1 1 3 15 16 475 43
split_gain=8.99004 2.3472 1.14295 1.12028 0.652982 0.605479 0.558783 0.520565 0.483429 0.381414 0.281588 0.404842 0.34408 0.318346 0.212947 0.623122 0.30318 0.200958 0.184039 0.163999 0.11353 0.0902337 0.0866935
threshold=0.10141500000000002 -0.51745999999999992 0.42098500000000005 -0.041784999999999996 0.12180500000000001 0.053255000000000004 -0.24235499999999996 0.084475000000000008 -0.14068999999999995 -0.084699999999999984 0.089710000000000026 0.090485000000000024 -0.081639999999999976 -0.059599999999999993 0.081925000000000012 -0.16270999999999997 0.085810000000000011 0.11570500000000002 0.12991000000000003 -0.46319999999999995 -0.067534999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35
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 17 -4 8 -5 22 -1 21 13 12 -12 -11 15 -15 -16 -3 -8 -6 -14 -10 -7
right_child=1 2 4 6 19 7 18 -9 9 10 11 -13 20 14 16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0013238010612668715 0.0011877300646197476 0.0010002030070150817 0.00058236388955441702 0.00073636301713073864 0.0002629738000893168 0.00086379368852872987 0.00028863500367763012 0.0011746062706134448 0.0013462852998979346 0.0008456455555962319 0.00079014829303540254 0.00069463162376595449 0.0010123523192555807 0.00074362044473108818 0.0014094029243252708 0.0010911362649738598 0.0011014949599124219 0.00073265769276508407 0.00051402706948686355 6.0036621882612947e-06 0.0012082901429490613 0.0011668782632651318 0.00070175246681141888
leaf_weight=87 64 66 55 69 57 92 97 54 52 64 52 54 70 61 52 826 114 60 68 52 67 92 65
leaf_count=87 64 66 55 69 57 92 97 54 52 64 52 54 70 61 52 826 114 60 68 52 67 92 65
internal_value=0 0.000590751 0.00051777 0.000621873 0.000289038 0.00106081 0.000486457 0.000893754 0.00108294 0.00106898 0.00105171 0.000948657 0.00102105 0.00107409 0.00108794 0.00106728 0.00119816 0.00087308 0.000381737 0.000140706 0.00110843 0.00123191 0.000796931
internal_weight=0 588 524 360 164 1802 234 211 1591 1504 1360 243 189 1117 1053 887 166 126 165 109 137 144 157
internal_count=2390 588 524 360 164 1802 234 211 1591 1504 1360 243 189 1117 1053 887 166 126 165 109 137 144 157
is_linear=0
shrinkage=0.0032998


Tree=6673
num_leaves=17
num_cat=0
split_feature=2 15 2 403 3 3 3 2 47 403 1453 403 2 3 52 42
split_gain=0.396894 0.212583 0.260492 0.186111 0.136054 0.253639 0.112546 0.200611 0.158343 0.150212 0.166836 0.137819 0.128681 0.109487 0.0669235 0.0338707
threshold=0.15630500000000003 -0.25061999999999995 -0.020134999999999997 -0.53317999999999988 0.10323000000000002 0.12991000000000003 -0.08466499999999999 0.08079500000000002 0.079365000000000005 -0.070299999999999987 -0.0067199999999999994 0.085515000000000022 0.11266500000000002 -0.097094999999999987 0.086595000000000019 0.082410000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 13 11 14 -11 -9 -12 -5 15 -8
right_child=-2 3 -4 4 5 -7 9 8 -10 10 12 -13 -14 -15 -16 -17
leaf_value=0.0086086210906619852 -0.0087144795395745298 -0.0025451728414237927 -0.0059077600585103404 0.016077958300235277 -0.0062880102664967978 0.0069613305114496525 0.0058914681472298537 0.0013919188078523363 0.01130781831922708 0.015318924124904529 0.005147677353092372 0.010011503283538998 0.011385628558346461 0.00617546247419985 0.015720888689515558 0.011926103640859257
leaf_weight=53 61 79 103 57 73 93 53 489 62 56 846 59 106 73 71 56
leaf_count=53 61 79 103 57 73 93 53 489 62 56 846 59 106 73 71 56
internal_value=0 0.00502656 -0.000964396 0.00545748 0.00576025 0.00112399 0.0061585 0.00452277 0.00323935 0.00717588 0.00637229 0.00232322 0.00584413 0.0105311 0.011666 0.00900831
internal_weight=0 2329 156 2173 2094 166 1928 740 610 1188 1008 548 952 130 180 109
internal_count=2390 2329 156 2173 2094 166 1928 740 610 1188 1008 548 952 130 180 109
is_linear=0
shrinkage=0.16829


Tree=6674
num_leaves=13
num_cat=0
split_feature=4 1375 457 0 2 0 1210 13 2 13 2 4
split_gain=0.34284 0.14417 0.117564 0.125545 0.11191 0.110511 0.08342 0.0887057 0.128869 0.137502 0.0832808 0.0597473
threshold=0.27044500000000005 -0.097394999999999982 -0.096529999999999991 -0.16802499999999995 0.14363500000000004 -0.010949999999999998 -0.081369999999999984 -0.16392499999999996 0.11715500000000001 -0.11122999999999998 0.10686000000000002 -0.039459999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 10 -5 -8 9 -9 -2 -10
right_child=4 2 3 6 -6 -7 7 8 11 -11 -12 -13
leaf_value=-0.0040426094379208384 -0.0073508176102375462 -0.0028273010030123637 0.012773078776064033 -0.00014827118084942051 -0.0087041101452150632 0.0063588187727472087 -0.00044679861184545954 0.012967571291747261 0.014911868139323084 0.0046077713391056785 0.00060761011157645843 0.0073643809871997363
leaf_weight=53 59 55 58 91 53 56 79 58 52 1603 100 73
leaf_count=53 59 55 58 91 53 56 79 58 52 1603 100 73
internal_value=0 0.00460588 0.00482829 0.00503825 -0.00177748 -6.16289e-05 0.00480798 0.00505077 0.00529495 0.00490077 -0.00233422 0.0105185
internal_weight=0 2122 2069 2014 268 215 1956 1865 1786 1661 159 125
internal_count=2390 2122 2069 2014 268 215 1956 1865 1786 1661 159 125
is_linear=0
shrinkage=0.16829


Tree=6675
num_leaves=18
num_cat=0
split_feature=1 1 12 12 123 16 147 0 14 3 12 52 12 52 16 52 16
split_gain=10.9744 1.27254 1.37899 1.06391 1.09336 0.569703 0.532822 0.376833 0.362487 0.332486 0.280388 0.443048 0.32916 0.276423 0.195147 0.189581 0.0984532
threshold=0.10538500000000002 0.12007000000000002 0.087245000000000003 0.11844 1.0000000180025095e-35 -0.41163499999999992 0.086575000000000013 -0.040094999999999992 0.054835000000000009 1.0000000180025095e-35 0.083825000000000024 -0.092264999999999986 0.086795000000000011 -0.022844999999999997 0.0055300000000000011 -0.062629999999999977 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 6 -3 8 15 10 -2 11 -1 16 -13 -14 -7 -12
right_child=1 5 -4 -5 -6 7 -8 -9 -10 -11 12 13 14 -15 -16 -17 -18
leaf_value=0.0013049545834842721 0.0004253037190436054 0.00021726249323871484 0.0010763832322788016 0.00070139957574122576 0.00076217291986268947 0.00052180416412957241 0.00088142594909576728 0.00031724642136647522 0.0014429612535599391 0.00073085526267223269 0.0012495208998324567 0.00080754875782787397 0.0012007118048047321 0.001081930902813569 0.0010923601516841428 0.00080272769313074869 0.0013719873688801309
leaf_weight=76 81 88 96 56 71 54 63 52 62 76 216 56 724 152 254 53 121
leaf_count=76 81 88 96 56 71 54 63 52 62 76 216 56 724 152 254 53 121
internal_value=0 0.000599753 0.000764418 0.00115088 0.00116488 0.000430946 0.00118144 0.000548989 0.0011928 0.000573438 0.00118308 0.00108776 0.00120364 0.00100823 0.00117261 0.000661282 0.0012936
internal_weight=0 500 253 1851 1795 247 1724 159 1661 157 1599 284 1315 208 978 107 337
internal_count=2351 500 253 1851 1795 247 1724 159 1661 157 1599 284 1315 208 978 107 337
is_linear=0
shrinkage=0.0032998


Tree=6676
num_leaves=15
num_cat=0
split_feature=12 16 16 40 40 51 14 42 49 0 15 47 12 16
split_gain=0.143999 0.184301 0.30787 0.397222 0.23179 0.181576 0.217015 0.145639 0.187349 0.177074 0.231369 0.164236 0.127132 0.0836972
threshold=-0.010219999999999998 -0.11777499999999998 0.0045450000000000013 -0.078554999999999986 -0.066419999999999993 -0.28723999999999994 0.019675000000000002 0.12160000000000001 -0.14715999999999999 -0.064804999999999988 -0.032704999999999991 0.10621500000000002 0.083885000000000015 0.10923000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -2 7 8 -7 11 -11 12 -10 -12
right_child=5 2 -4 -5 -6 6 -8 -9 9 10 13 -13 -14 -15
leaf_value=0.00015000549687039011 -0.0027236637603764535 0.0020944905623533861 0.0059978101942446179 -0.018036390207136176 0.015022947299137092 0.015504930753577999 0.014352177158628888 -0.0020708919974155937 0.0021455022045770971 -0.0051513871998101731 -0.00052888129852796226 0.013124885978460052 0.0063599861749938933 0.0074306054278679362
leaf_weight=68 75 58 84 53 53 53 79 72 248 98 53 88 1145 124
leaf_count=68 75 58 84 53 53 53 79 72 248 98 53 88 1145 124
internal_value=0 0.00151702 -0.00167712 -0.00750137 0.00667945 0.00538663 0.00569789 0.00533346 0.00562916 0.00533006 0.00139976 0.00605864 0.00561096 0.00503711
internal_weight=0 316 195 111 121 2035 1960 1881 1809 1756 275 1481 1393 177
internal_count=2351 316 195 111 121 2035 1960 1881 1809 1756 275 1481 1393 177
is_linear=0
shrinkage=0.16829


Tree=6677
num_leaves=13
num_cat=0
split_feature=45 457 13 0 1375 150 13 49 41 3 147 3
split_gain=0.113485 0.105316 0.147713 0.173327 0.136046 0.157352 0.197104 0.14783 0.118942 0.108176 0.108032 0.0161496
threshold=1.0000000180025095e-35 0.087195000000000009 -0.23438999999999996 0.12539500000000003 -0.068444999999999992 0.083435000000000023 -0.0097099999999999981 0.13087000000000001 0.081235000000000016 -0.081784999999999983 0.08789000000000001 0.31370500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 7 9 8 -6 -7 -3 -1
right_child=-2 10 3 -5 5 6 -8 -9 -10 -11 -12 -13
leaf_value=0.011943782975033452 0.011839906106245994 0.01238799232079192 0.011954142738668272 -0.0061220333468843206 0.0037460074777340732 -0.0027070123379373374 -0.0094760818877098994 -0.0049859357275145967 0.011099116570845304 0.0081309200406113665 0.002542743173843425 0.0075914681985281918
leaf_weight=52 52 80 53 54 1674 52 59 53 65 52 53 52
leaf_count=52 52 80 53 54 1674 52 59 53 65 52 53 52
internal_value=0 0.00387167 0.00358798 0.00327456 0.00352815 0.0032988 -0.00169967 0.00375447 0.00402188 0.00269468 0.00847821 0.0097849
internal_weight=0 2299 2166 2062 2008 1955 163 1792 1739 104 133 104
internal_count=2351 2299 2166 2062 2008 1955 163 1792 1739 104 133 104
is_linear=0
shrinkage=0.16829


Tree=6678
num_leaves=23
num_cat=0
split_feature=4 3 2 151 0 2 2 0 0 0 14 12 0 12 4 133 13 3 2 133 2 0
split_gain=5.22941 1.81438 0.907514 0.73634 0.694654 0.415847 0.480546 0.398636 0.393564 0.384272 0.350542 0.290147 0.619689 0.314211 0.235342 0.118712 0.103142 0.282199 0.0910858 0.0793514 0.145057 0.178537
threshold=0.30163500000000004 -0.058704999999999993 0.14271500000000001 1.0000000180025095e-35 -0.15385999999999997 0.079570000000000016 0.094955000000000025 -0.10147999999999999 -0.12118 -0.14454499999999995 -0.41790499999999997 0.083825000000000024 -0.085669999999999982 0.086795000000000011 0.020345000000000005 0.09389500000000002 0.17982000000000001 -0.095469999999999985 0.094835000000000017 0.087245000000000003 0.086245000000000002 -0.087084999999999982
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 9 3 4 -3 -6 -7 -2 -8 -1 -9 12 -11 19 16 18 17 -15 -16 20 21 -13
right_child=7 2 -4 -5 5 6 8 10 -10 11 -12 13 -14 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0011607799741637729 0.00048332437826764917 0.0010363285396355567 0.0002660279779929393 0.00033314203404363101 0.00049592785676335716 0.0010399458967984582 0.00044483689878262525 0.00042728794280784611 0.00078807958547647363 0.00092149079244186925 9.4919916820301241e-05 0.0010836439626323608 0.0004642344756082114 0.00072344420803196433 0.00072531318096305975 0.00061877510156733214 0.0010204087920128279 0.00089448852798181759 0.00091221050527251555 0.00087875322124553786 0.0011133117990876991 0.00086143276951188648
leaf_weight=52 100 76 59 52 92 52 55 54 111 74 97 65 58 126 71 57 55 715 52 82 87 109
leaf_count=52 100 76 59 52 92 52 55 54 111 74 97 65 58 126 71 57 55 715 52 82 87 109
internal_value=0 0.000825647 0.000651181 0.000702982 0.000752713 0.000683068 0.000761883 0.000321449 0.000674567 0.000879717 0.000214013 0.000870271 0.000720842 0.000884147 0.000856147 0.00074596 0.000878244 0.000868904 0.000804613 0.000971879 0.001001 0.000944645
internal_weight=0 2100 497 438 386 310 218 251 166 1603 151 1551 132 1419 1076 180 896 841 123 343 261 174
internal_count=2351 2100 497 438 386 310 218 251 166 1603 151 1551 132 1419 1076 180 896 841 123 343 261 174
is_linear=0
shrinkage=0.0032998


Tree=6679
num_leaves=18
num_cat=0
split_feature=124 0 16 16 51 15 2 1210 1 1 151 16 0 4 1213 1210 4
split_gain=0.127517 0.125067 0.286174 0.233468 0.170535 0.154154 0.181502 0.137154 0.148341 0.182909 0.14621 0.129352 0.0951756 0.260156 0.113575 0.0717911 0.0611821
threshold=-0.085309999999999983 -0.060199999999999997 0.070130000000000012 -0.11118499999999999 -0.26736499999999991 -0.021954999999999999 0.09857500000000001 -0.077744999999999995 0.11181500000000001 0.11695500000000002 -0.095654999999999976 -0.44010499999999991 -0.10566999999999999 0.0047850000000000011 -0.086554999999999979 -0.090569999999999998 -0.0038549999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 4 3 -3 -2 -4 -7 15 10 -10 -9 -11 13 -12 -14 -6 -1
right_child=1 2 5 -5 7 6 -8 8 9 11 12 -13 14 -15 -16 -17 -18
leaf_value=0.0022891494177781544 -0.0045881768179703922 0.0030382545146349278 -0.00073486188202972439 -0.0094647637691480189 0.0068215814038299107 0.016336597389810442 0.0041716237643475559 0.010625676178106615 0.016906402682134673 -0.00091385124301061687 -0.0057594900470788598 0.0097364904874113582 -0.00060388321223475 0.0053815537295781443 0.0048953323616165332 0.015380686271979301 -0.0057077313772504815
leaf_weight=54 53 78 77 92 62 54 99 92 59 52 103 84 118 140 1028 52 54
leaf_count=54 53 78 77 92 62 54 99 92 59 52 103 84 118 140 1028 52 54
internal_value=0 0.004216 0.00151202 -0.00371752 0.00480188 0.00538514 0.00847689 0.00508092 0.00469482 0.00906576 0.00411809 0.00565109 0.00368577 0.000651825 0.00432753 0.0107415 -0.00169266
internal_weight=0 2243 400 170 1843 230 153 1790 1676 195 1481 136 1389 243 1146 114 108
internal_count=2351 2243 400 170 1843 230 153 1790 1676 195 1481 136 1389 243 1146 114 108
is_linear=0
shrinkage=0.16829


Tree=6680
num_leaves=20
num_cat=0
split_feature=13 4 13 52 12 52 52 13 472 12 51 160 394 1204 480 133 160 16 4
split_gain=0.350447 0.186362 0.177961 0.145286 0.185676 0.197006 0.120369 0.122191 0.116921 0.103685 0.134755 0.183308 0.0892279 0.0904949 0.0878421 0.0767041 0.0819685 0.152664 0.017725
threshold=-0.095574999999999979 0.024315000000000003 -0.11122999999999998 0.084755000000000011 0.088125000000000023 -0.037619999999999994 -0.084674999999999986 -0.08533499999999998 -0.080624999999999988 0.11389500000000001 0.10446500000000002 -0.072664999999999993 -0.087044999999999997 -0.065099999999999977 0.086995000000000017 0.099660000000000012 -0.077944999999999987 -0.085314999999999988 0.41488500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 -1 -3 -8 -2 10 12 -12 -10 -14 -15 16 -9 18 -18
right_child=1 6 -4 -5 -6 -7 7 15 9 -11 11 -13 13 14 -16 -17 17 -19 -20
leaf_value=-0.0006625324627474896 -0.0023079116741834245 -0.0050860162355636281 -0.011451333631448485 -0.0082943929487134267 -0.0062671721356817112 0.01323451261999359 -0.0049284896267126352 -0.00098716001600800151 0.010945813799067566 0.010915395833468821 0.0039779063368007789 0.017454758723777497 -0.0011332538319783262 0.00460057273075798 -0.002092647789163609 -0.0024516793568859409 0.0046196611471972775 0.013248990598317457 0.00066359851197908375
leaf_weight=63 65 81 52 52 54 53 59 57 53 79 63 53 94 1139 58 52 86 61 53
leaf_count=63 65 81 52 52 54 53 59 57 53 79 63 53 94 1139 58 52 86 61 53
internal_value=0 0.00381609 -0.00258799 -0.000503796 0.00186864 0.00567149 0.000780742 0.00207695 0.00466464 0.0049603 0.00463684 0.0101509 0.00415959 0.0038796 0.00427476 0.00342037 0.00461548 0.00622122 0.00312416
internal_weight=0 2053 274 222 170 116 449 368 1604 1539 1460 116 1344 1291 1197 309 257 200 139
internal_count=2327 2053 274 222 170 116 449 368 1604 1539 1460 116 1344 1291 1197 309 257 200 139
is_linear=0
shrinkage=0.16829


Tree=6681
num_leaves=21
num_cat=0
split_feature=13 0 1425 4 0 133 1 0 3 4 43 3 4 43 0 1 42 3 3 4
split_gain=0.267373 0.382022 0.147097 0.115401 0.133817 0.116252 0.100457 0.0854383 0.202714 0.100412 0.173372 0.083879 0.0816421 0.0780375 0.0820349 0.0765348 0.0943934 0.086295 0.0444722 0.0431998
threshold=-0.10278499999999999 -0.054759999999999996 1.0000000180025095e-35 0.024315000000000003 -0.014954999999999998 0.10275500000000001 0.11189500000000001 0.0037850000000000002 -0.18766499999999997 -0.085474999999999982 -0.0084099999999999991 -0.077689999999999995 -0.095209999999999975 0.061400000000000003 -0.11471499999999998 0.096035000000000023 -0.0079449999999999989 -0.00094999999999999989 0.31299000000000005 -0.067454999999999987
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 11 3 6 5 15 7 9 -9 10 12 -1 -2 14 -11 16 -5 -17 -13 -15
right_child=2 -3 -4 4 -6 -7 -8 8 -10 13 -12 18 -14 19 -16 17 -18 -19 -20 -21
leaf_value=-0.0041152402641218798 -0.0011649139036148523 -0.015099950422002155 0.011673036178185641 -0.0021502145222462611 0.0080580851794880438 -0.0077130474046843943 0.010148652747563177 0.0066017749561041719 -0.0075163317759225287 -0.0014184331534499383 0.015493501352505035 0.0072109400124569685 0.0068013897121551054 -0.0040008749378779521 0.0039928476853916331 0.0020360955070019369 0.0067812863256456989 -0.0049143021177979083 0.00064054869414298171 0.0021990325361089906
leaf_weight=62 52 55 56 52 59 55 64 53 63 86 52 52 119 63 957 99 93 103 68 64
leaf_count=62 52 55 56 52 59 55 64 53 63 86 52 52 119 63 957 99 93 103 68 64
internal_value=0 -0.00280726 0.00315355 0.00291811 0.000571934 -0.000522311 0.00360456 0.00332583 -0.00105033 0.00369153 0.00697064 0.0008977 0.00436838 0.00306501 0.00354494 0.000612254 0.00356588 -0.00149903 0.00350269 -0.000862366
internal_weight=0 237 2090 2034 461 402 1573 1509 116 1393 223 182 171 1170 1043 347 145 202 120 127
internal_count=2327 237 2090 2034 461 402 1573 1509 116 1393 223 182 171 1170 1043 347 145 202 120 127
is_linear=0
shrinkage=0.16829


Tree=6682
num_leaves=12
num_cat=0
split_feature=4 1425 40 157 51 150 4 484 51 16 2
split_gain=0.135432 0.110093 0.0951497 0.0842709 0.100601 0.0865848 0.152037 0.191777 0.0828312 0.0596856 0.0626632
threshold=0.59999500000000017 1.0000000180025095e-35 -0.085734999999999992 -0.15034999999999996 0.094975000000000018 0.12068000000000002 0.032965000000000001 -0.012019999999999998 -0.17169499999999996 -0.087969999999999979 0.10028500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 -5 -6 -11
right_child=-2 -3 3 4 9 -7 7 -9 -10 10 -12
leaf_value=0.0084942515286483226 -0.0056339290246213269 0.0097085835310499208 -0.0041048728353485402 0.0083852938665239709 0.0019927376067323367 0.0084817252691941226 0.0073459039696356079 -0.00271069745633327 0.0021314690459347911 0.012527217557058917 0.0045506120255304596
leaf_weight=65 62 56 63 63 70 53 63 362 1356 53 61
leaf_count=65 62 56 63 63 70 53 63 362 1356 53 61
internal_value=0 0.00233051 0.00214265 0.00194925 0.0021334 0.00176763 0.00157368 -0.00121573 0.00241039 0.00589465 0.00827479
internal_weight=0 2265 2209 2144 2081 1897 1844 425 1419 184 114
internal_count=2327 2265 2209 2144 2081 1897 1844 425 1419 184 114
is_linear=0
shrinkage=0.16829


Tree=6683
num_leaves=16
num_cat=0
split_feature=13 0 3 3 1 0 123 1 457 49 16 41 1 0 1
split_gain=0.162271 0.268476 0.137918 0.125428 0.398866 0.159003 0.125867 0.0776329 0.0876301 0.138468 0.0650272 0.0647151 0.137055 0.0638803 0.0479006
threshold=-0.10278499999999999 -0.054759999999999996 0.102425 -0.008649999999999998 0.10171500000000001 -0.12324999999999998 0.084600000000000022 0.11189500000000001 0.087195000000000009 -0.080639999999999976 -0.081354999999999983 0.075585000000000013 0.12258000000000001 -0.19242499999999998 0.12007000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 6 5 -5 7 8 9 -2 -11 12 -1 -4 -9
right_child=2 -3 13 4 -6 -7 -8 14 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0066306670341544655 -0.0059335908771768397 -0.012713166368390543 0.0038310559884306653 -0.0023888865467079079 -0.011918830811431354 0.0091051373705608382 0.009376280575056491 0.0098584090833214923 0.008387132698257669 0.0034319652373831317 0.0010685523231601447 0.0054025946430260223 0.0045358564022973226 0.012047260145589671 0.0029004640098533679
leaf_weight=67 67 55 53 67 74 69 70 56 55 505 960 57 58 56 58
leaf_count=67 67 55 53 67 74 69 70 56 55 505 960 57 58 56 58
internal_value=0 -0.00240783 0.00223551 0.00191364 -0.00197045 0.00342943 0.00237522 0.00208606 0.00177977 0.00154139 0.00188447 0.000696554 -0.00143503 0.00806871 0.00633416
internal_weight=0 237 2090 1981 210 136 1771 1701 1587 1532 1465 182 125 109 114
internal_count=2327 237 2090 1981 210 136 1771 1701 1587 1532 1465 182 125 109 114
is_linear=0
shrinkage=0.16829


Tree=6684
num_leaves=14
num_cat=0
split_feature=12 1213 13 3 3 1 15 0 12 12 42 13 15
split_gain=0.166268 0.127582 0.0860421 0.0849129 0.134359 0.24052 0.107438 0.101625 0.0842759 0.136206 0.0815599 0.0668987 0.0693996
threshold=-0.18401999999999999 0.10948000000000001 -0.16392499999999996 0.102425 -0.008649999999999998 0.10342000000000001 -0.14151499999999997 -0.11327499999999999 0.093670000000000017 0.092295000000000002 0.11573500000000002 -0.079464999999999994 -0.41880499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 7 11 -6 9 -8 -10 -4 -13
right_child=1 -3 3 -5 5 -7 8 -9 10 -11 -12 12 -14
leaf_value=-0.0077573316634155249 -0.0028055684719606173 -0.0047048241501645811 0.0016254923643621653 0.006887915946621203 -0.0023783548732125501 -0.0098158823862833471 0.0022442981623057639 0.0065850299186980482 -0.00098152107846133201 0.0091855122818708303 0.0045515599360100509 0.0043858611843848568 0.012921174753777395
leaf_weight=54 103 85 54 103 73 74 1038 70 382 87 94 52 58
leaf_count=54 103 85 54 103 73 74 1038 70 382 87 94 52 58
internal_value=0 0.00168589 0.00193497 0.00217002 0.00192394 -0.00202324 0.00241025 0.00199675 0.0019884 0.00278268 0.000107372 0.00651746 0.00890263
internal_weight=0 2273 2188 2085 1982 217 1765 143 1601 1125 476 164 110
internal_count=2327 2273 2188 2085 1982 217 1765 143 1601 1125 476 164 110
is_linear=0
shrinkage=0.16829


Tree=6685
num_leaves=14
num_cat=0
split_feature=3 12 11 124 51 40 51 48 43 3 2 11 12
split_gain=0.147553 0.181845 0.143318 0.18311 0.144417 0.160074 0.124294 0.161664 0.169012 0.108785 0.13787 0.0927372 0.0716289
threshold=0.37720000000000004 -0.096989999999999979 0.085155000000000022 -0.086724999999999983 0.07955000000000001 -0.078349999999999989 0.089940000000000006 0.088580000000000006 -0.079854999999999995 -0.10237999999999998 0.095415000000000014 0.095360000000000014 -0.010219999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 8 -8 10 -7 -4 -11
right_child=-2 2 11 4 6 9 7 -9 -10 12 -12 -13 -14
leaf_value=0.010699258393742266 -0.0076034664090894365 -0.0086509840889284224 -0.0097367346198051902 0.0092299068881973867 -0.0093657092944085581 0.009381473507866174 0.010602260740583938 -0.0056699739774756812 -0.00086422017415969281 -0.0041203055622561274 -0.0011692771656097391 5.7073721369231433e-05 0.0015028217250552538
leaf_weight=55 56 52 57 84 52 106 54 101 111 67 52 52 1437
leaf_count=55 56 52 57 84 52 106 54 101 111 67 52 52 1437
internal_value=0 0.00113699 0.000899812 0.00120705 0.00145628 0.00205753 -0.00183927 -0.000361179 0.00287756 0.00169394 0.0058977 -0.00504798 0.00125113
internal_weight=0 2280 2225 2116 2064 1746 318 266 165 1662 158 109 1504
internal_count=2336 2280 2225 2116 2064 1746 318 266 165 1662 158 109 1504
is_linear=0
shrinkage=0.16829


Tree=6686
num_leaves=19
num_cat=0
split_feature=1 1 16 1 49 12 12 1 11 3 3 12 15 43 16 4 13 4
split_gain=11.8338 2.68871 1.9831 0.845166 0.883356 0.748837 0.546322 0.498617 0.400978 0.3473 0.300488 0.318896 0.282182 0.271642 0.234591 0.199685 0.173537 0.0983425
threshold=0.10538500000000002 0.13554500000000003 0.12292000000000002 0.092415000000000011 -0.042269999999999995 0.088335000000000011 0.11589000000000001 0.14741000000000001 1.0000000180025095e-35 0.091170000000000015 -0.12077499999999998 0.082530000000000006 -0.048699999999999993 -0.060799999999999993 -0.073494999999999991 0.060575000000000011 -0.008624999999999999 -0.077604999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -5 12 8 -3 9 10 -1 16 14 -6 -2 -13 -12 -15
right_child=1 7 -4 4 13 -7 -8 -9 -10 -11 11 15 -14 17 -16 -17 -18 -19
leaf_value=0.0010488650809323712 0.00054997084152406494 0.00043415686179794789 0.0012592594608578553 0.00069912413387699789 0.0010060679572887401 0.0009671786256842045 0.00099652668458719766 1.5323345458119209e-05 0.0015286305811640709 0.0010207885023812147 0.0013184385335446788 0.0012936401368241681 0.00037990888601726317 0.0013725270924029608 0.00082444068339597595 0.0011326884488357981 0.0015521406322190148 0.0011791006984257434
leaf_weight=56 90 75 85 55 69 74 73 53 75 56 67 1095 57 57 56 95 80 68
leaf_count=56 90 75 85 55 69 74 73 53 75 56 67 1095 57 57 56 95 80 68
internal_value=0 0.000672478 0.000817873 0.00124952 0.00106984 0.000682302 0.00127751 0.000261009 0.00129095 0.00127862 0.00128896 0.00129899 0.000578282 0.00117475 0.000655488 0.00128082 0.00144586 0.00126759
internal_weight=0 490 362 1846 249 277 1597 128 1524 1449 1393 1337 203 194 146 1190 147 125
internal_count=2336 490 362 1846 249 277 1597 128 1524 1449 1393 1337 203 194 146 1190 147 125
is_linear=0
shrinkage=0.0032998


Tree=6687
num_leaves=25
num_cat=0
split_feature=4 3 150 2 2 16 15 4 16 2 11 49 16 2 160 16 3 1213 150 43 475 43 16 15
split_gain=12.4604 4.44992 1.47319 1.1838 0.762449 0.71513 1.1613 1.19555 0.568995 0.521792 0.487468 0.35378 0.320744 0.316343 0.305046 0.273115 0.266247 0.18491 0.171184 0.138578 0.118774 0.100715 0.0864274 0.0626455
threshold=0.30163500000000004 -0.06340999999999998 0.083825000000000011 0.14106500000000002 0.079570000000000016 -0.53870999999999991 -0.42443999999999993 0.5137400000000002 0.041625000000000002 0.10472500000000001 1.0000000180025095e-35 -0.081334999999999977 -0.019749999999999993 0.10161500000000002 -0.061284999999999992 0.065440000000000012 -0.082284999999999983 -0.086979999999999988 0.093200000000000019 -0.0019149999999999998 -0.082904999999999993 0.043850000000000007 0.41378500000000007 -0.032264999999999995
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 8 3 4 -3 -2 7 -7 10 15 11 -1 -11 -4 -10 -6 20 19 21 -13 -16 -19 -18 -22
right_child=5 2 13 -5 9 6 -8 -9 14 12 -12 17 -14 -15 16 -17 22 18 -20 -21 23 -23 -24 -25
leaf_value=0.0010354106672485141 0.00070857614532340602 0.00077788681835508106 0.00074594151025383839 0.00055583624800225543 0.0013941682942114945 0.00083319070574452384 -0.00010553877105107359 0.00016909704609264015 0.00093828598855483507 0.0011818711278741075 0.0015856441426799405 0.0014917238693668718 0.0008199220789434265 0.00040594134243419699 0.0014166363096964514 0.0010977257803794944 0.00098676449271130231 0.0012882459100186352 0.0014627278507121199 0.0012857656783072328 0.0013069041262187525 0.001192435439579486 0.0011747008039699881 0.0011451670697925126
leaf_weight=59 55 69 70 53 102 53 58 67 62 52 64 93 57 53 52 53 63 753 57 64 55 156 53 63
leaf_count=59 55 69 70 53 102 53 58 67 62 52 64 93 57 53 52 53 63 753 57 64 55 156 53 63
internal_value=0 0.00118377 0.000914908 0.00101525 0.00108827 0.000379289 0.000277345 0.000462699 0.0012696 0.00116925 0.00130277 0.00128742 0.000992918 0.000599724 0.00115076 0.00129303 0.0011967 0.00130063 0.00128314 0.00140799 0.00128095 0.00127184 0.00107294 0.00122085
internal_weight=0 2103 509 386 333 233 178 120 1594 264 1246 1182 109 123 348 155 286 1123 966 157 170 909 116 118
internal_count=2336 2103 509 386 333 233 178 120 1594 264 1246 1182 109 123 348 155 286 1123 966 157 170 909 116 118
is_linear=0
shrinkage=0.0032998


Tree=6688
num_leaves=14
num_cat=0
split_feature=0 2 2 52 51 1213 15 51 14 132 1456 482 2
split_gain=0.142037 0.244018 0.21572 0.24047 0.112372 0.118641 0.115991 0.104487 0.110428 0.101104 0.111894 0.107353 0.0547505
threshold=-0.023359999999999995 0.08673500000000002 0.10859000000000001 -0.071919999999999984 -0.17169499999999996 -0.086979999999999988 0.087825000000000014 -0.095144999999999993 -0.23083499999999998 0.11077500000000003 -0.15308499999999997 0.090355000000000005 0.10774000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 12 6 -6 -7 -9 10 -10 -12 -1
right_child=1 2 -4 -5 5 7 -8 8 9 -11 11 -13 -14
leaf_value=0.011052577680878839 -0.0090690561411549929 -0.00075429259270019171 -0.0041539151633917795 0.015399026268959212 0.0031928428016384895 -0.0041215677489747074 0.012084963507858334 0.0099083362199816026 -0.0047998083028729897 -0.0040452692544658865 0.0025536276283385771 0.0097175938270920963 0.0045011905957608629
leaf_weight=68 77 52 84 52 100 69 72 56 56 68 1440 62 80
leaf_count=68 77 52 84 52 100 69 72 56 56 68 1440 62 80
internal_value=0 -0.00108497 0.00217555 0.00730509 0.00304818 0.00270282 0.00692557 0.002287 0.00255096 0.00229646 0.00257441 0.00285054 0.00752343
internal_weight=0 265 188 104 2071 1923 172 1751 1682 1626 1558 1502 148
internal_count=2336 265 188 104 2071 1923 172 1751 1682 1626 1558 1502 148
is_linear=0
shrinkage=0.16829


Tree=6689
num_leaves=25
num_cat=0
split_feature=1 147 12 402 402 52 4 1 40 16 3 3 49 1 401 4 1455 4 4 3 52 158 4 16
split_gain=0.194409 0.23198 0.187891 0.18681 0.26855 0.158878 0.259891 0.200885 0.245809 0.241294 0.173588 0.150404 0.142571 0.185603 0.140728 0.125074 0.113512 0.108705 0.0818162 0.162127 0.098608 0.0929228 0.0761397 0.0692177
threshold=0.091785000000000019 0.094075000000000006 -0.064509999999999984 0.08865000000000002 0.039875000000000008 0.12431000000000002 0.51400500000000016 0.10587000000000001 -0.080314999999999984 -0.081299999999999983 -0.063074999999999978 -0.085104999999999986 -0.025549999999999996 0.11249000000000002 0.10192000000000001 -0.081189999999999984 0.083760000000000015 -0.072054999999999994 -0.080659999999999996 -0.083249999999999977 0.089725000000000013 0.10345000000000001 -0.068189999999999987 -0.023519999999999996
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 5 -1 4 16 6 7 9 -9 -2 -7 -11 -10 -14 15 -5 18 -13 19 20 -4 22 -20 -18
right_child=1 -3 3 14 -6 10 -8 8 12 11 -12 17 13 -15 -16 -17 23 -19 21 -21 -22 -23 -24 -25
leaf_value=0.012790591446035946 -0.014457679075656128 0.010774621391219536 0.0013507037963489137 0.016707131811399954 -0.0094475250005656829 -0.001361958520444493 -0.013259630714175064 -0.0083683930701783701 0.011898703584777818 -0.0090459285872818481 0.01143339722454507 -0.0037105418719601563 -0.0051629635746753486 0.0055717177972048719 0.0015292576071907382 0.0055762737352474572 -0.0069351614693409355 0.0067904571451729203 0.0081576462176471912 -0.0048535241024181327 0.0086293135472571263 -0.0027266361080237177 0.0037830995109712647 0.0013721423314038707
leaf_weight=56 55 52 217 61 54 63 53 55 52 52 57 52 68 138 63 55 52 60 140 96 70 52 601 62
leaf_count=56 55 52 217 61 54 63 53 55 52 52 57 52 68 138 63 55 52 60 140 96 70 52 601 62
internal_value=0 -7.02396e-05 0.00320776 0.00285423 0.00217219 -0.000872693 -0.00201906 -0.000895849 0.00183543 -0.00480766 0.00470086 -0.00156042 0.00401763 0.00201951 0.00796518 0.0114451 0.00265999 0.00189895 0.00315216 0.00112589 0.00313223 0.00412853 0.00461202 -0.00240139
internal_weight=0 757 1579 1523 1344 705 585 532 313 219 120 164 258 206 179 116 1290 112 1176 383 287 793 741 114
internal_count=2336 757 1579 1523 1344 705 585 532 313 219 120 164 258 206 179 116 1290 112 1176 383 287 793 741 114
is_linear=0
shrinkage=0.16829


Tree=6690
num_leaves=19
num_cat=0
split_feature=4 3 39 2 4 2 52 52 48 39 12 2 2 474 457 2 52 52
split_gain=8.94485 2.88287 2.97322 0.600888 0.565536 0.473051 0.420417 0.587387 0.371545 0.302959 0.273345 0.232537 0.215045 0.356093 0.270606 0.13846 0.105128 0.156087
threshold=0.30163500000000004 0.25468500000000005 0.0095750000000000019 0.10859000000000001 -0.14538499999999996 0.13631000000000001 -0.41304999999999997 0.044705000000000002 0.092265000000000014 0.089535000000000017 0.092495000000000008 0.10054500000000001 0.086885000000000004 0.085685000000000011 0.035070000000000011 0.096425000000000025 0.13248000000000001 -0.27209499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 11 -5 -8 9 -4 12 -2 13 -6 -14 -1 17 -12
right_child=5 -3 8 6 10 -7 7 -9 -10 -11 16 -13 14 -15 -16 -17 -18 -19
leaf_value=0.0012377091445589206 0.00038277512747010865 0.00033034787331413703 0.00060359539535542663 0.0011868695987443771 0.0012264918859656224 0.00020599722610229601 0.00061466883323862216 0.0010337067308249671 0.00045128256929375245 0.00093473949867402012 0.00091721686095522887 0.00062433604342554579 0.0011367140978268604 0.00094954643086334989 0.00090062056655453775 0.0014391162022018172 0.0009559381914866406 0.0011187498924649601
leaf_weight=78 82 56 57 67 551 80 60 95 54 66 52 95 391 57 63 80 91 275
leaf_count=78 82 56 57 67 551 80 60 95 54 66 52 95 391 57 63 80 91 275
internal_value=0 0.00106986 0.00109018 0.0011291 0.00115104 0.000417314 0.000966995 0.000871726 0.000681003 0.000781569 0.00113086 0.000512626 0.00115934 0.00120059 0.00110403 0.00133991 0.0010584 0.00108681
internal_weight=0 2093 2037 1860 1638 257 222 155 177 123 1480 177 1062 608 454 158 418 327
internal_count=2350 2093 2037 1860 1638 257 222 155 177 123 1480 177 1062 608 454 158 418 327
is_linear=0
shrinkage=0.0032998


Tree=6691
num_leaves=18
num_cat=0
split_feature=2 2 2 3 30 39 15 40 11 3 47 15 2 133 133 160 15
split_gain=4.94007 3.50759 1.2349 0.829046 0.685348 0.491222 0.450252 0.351724 0.278822 0.141194 0.130296 0.124301 0.118196 0.144512 0.131164 0.0717435 0.0125344
threshold=0.13290500000000002 -1.0000000180025095e-35 0.106285 0.11745500000000002 0.085875000000000021 0.081875000000000017 -0.036064999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -0.088714999999999988 0.11419000000000001 -0.23488499999999998 0.087525000000000006 0.032620000000000003 0.087950000000000014 -1.0000000180025095e-35 -0.079359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 -1 8 15 -2 10 -8 12 -9 14 -14 -3 -4 -17
right_child=7 2 3 -5 -6 -7 9 11 -10 -11 -12 -13 13 -15 -16 16 -18
leaf_value=0.00071427735124483089 0.00025565681774925275 0.001145233370567148 0.00073506663280257611 0.0005318307763071072 0.00027178481195495673 0.00083570099078850775 0.00097027127644783715 0.00043480378380420317 0.0012821842595950063 0.00120439202575601 0.00092500211362840244 0.00065221346785193158 0.001015543186570814 0.0011171552888098808 0.0010299008943138802 0.00093037356867149311 0.00084289465253153885
leaf_weight=103 65 656 56 64 61 80 52 52 91 68 52 68 340 301 137 52 52
leaf_count=103 65 656 56 64 61 80 52 52 91 68 52 68 340 301 137 52 52
internal_value=0 0.0010143 0.00105234 0.000871918 0.000549907 0.00108978 0.000949526 0.000452154 0.00110265 0.00110323 0.00109163 0.000558296 0.00109765 0.00106331 0.00112535 0.000834026 0.000886973
internal_weight=0 2165 2001 344 164 1657 280 185 1577 120 1486 120 1434 641 793 160 104
internal_count=2350 2165 2001 344 164 1657 280 185 1577 120 1486 120 1434 641 793 160 104
is_linear=0
shrinkage=0.0032998


Tree=6692
num_leaves=10
num_cat=0
split_feature=48 48 0 403 0 0 403 403 12
split_gain=0.182724 0.189975 0.201674 0.149758 0.0894919 0.17763 0.0939649 0.0957817 0.0806783
threshold=0.11951500000000001 -0.077484999999999984 -0.23046999999999998 -0.5425549999999999 -0.15825999999999998 -0.14216999999999999 -0.10098499999999998 -0.16066999999999995 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 -8
right_child=-2 2 3 4 5 6 8 -9 -10
leaf_value=-0.0032525620532402218 -0.003579760226081545 0.014796333752053956 -0.0045360223950007749 -0.0019038472726678503 0.011854712937077013 0.0056215407124097757 0.0021279214857156999 0.014185129079556689 0.0047322751860644306
leaf_weight=90 86 54 52 58 96 133 463 52 1266
leaf_count=90 86 54 52 58 96 133 463 52 1266
internal_value=0 0.00431237 0.00462637 0.00436648 0.0045912 0.00477951 0.0044237 0.00803832 0.00403591
internal_weight=0 2264 2174 2120 2068 2010 1914 185 1729
internal_count=2350 2264 2174 2120 2068 2010 1914 185 1729
is_linear=0
shrinkage=0.16829


Tree=6693
num_leaves=9
num_cat=0
split_feature=1 11 11 96 15 3 0 1
split_gain=0.255194 0.188842 0.118041 0.109694 0.130102 0.10301 0.116844 0.110151
threshold=0.14262000000000002 0.093970000000000012 0.08326500000000002 1.0000000180025095e-35 -0.46503999999999995 -0.15500999999999998 0.014040000000000002 0.083250000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=0.012108533223410782 -0.0055900819678327751 -0.0053822740092185429 0.011593729971673133 -0.0038672795030139048 -0.0033130448723167729 0.0046125606233562181 0.0094563601855881425 0.0019383805899815673
leaf_weight=54 87 63 56 52 57 1182 103 696
leaf_count=54 87 63 56 52 57 1182 103 696
internal_value=0 0.00369025 0.00395088 0.00375041 0.00394062 0.00372332 0.00392668 0.00362245
internal_weight=0 2263 2200 2144 2092 2038 1981 1878
internal_count=2350 2263 2200 2144 2092 2038 1981 1878
is_linear=0
shrinkage=0.16829


Tree=6694
num_leaves=18
num_cat=0
split_feature=1 1 12 39 4 43 13 15 3 49 0 0 4 12 16 12 0
split_gain=10.4762 1.17016 1.3637 1.02256 0.460118 0.351822 0.343976 0.312584 0.354877 0.350149 0.272544 0.271061 0.265495 0.247133 0.229453 0.166768 0.103531
threshold=0.10574000000000001 0.13662500000000002 0.085090000000000013 0.081875000000000017 0.062150000000000004 -0.097279999999999991 0.058475000000000006 -0.12431499999999999 0.094285000000000008 0.11580500000000001 -0.099059999999999995 -0.086084999999999981 0.50373500000000015 0.082295000000000021 -0.026164999999999997 0.09159500000000001 -0.092319999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 -4 11 7 -7 9 13 -5 -1 -3 -9 16 -13 -2
right_child=1 12 4 10 -6 6 -8 8 -10 -11 -12 15 -14 -15 -16 -17 -18
leaf_value=0.0014349153496572347 0.00066523582464875469 0.00044335891662175775 0.0011034930370886064 0.00096608376417370247 0.00069692328244716321 0.0013088509659140138 0.00091240448002133303 0.0012891854191729266 0.00088699582206852709 0.00087142595880714403 0.0006358648384807296 0.0013079389774405766 0.00015254012239048967 0.001117698403468224 0.00036308853359389906 0.001082607882127676 0.00048570907937495102
leaf_weight=63 82 72 75 54 52 91 95 103 77 60 57 63 66 1105 78 92 65
leaf_count=63 82 72 75 54 52 91 95 103 77 60 57 63 66 1105 78 92 65
internal_value=0 0.000562539 0.000663592 0.00110504 0.000937301 0.00112458 0.00110672 0.00111955 0.00110672 0.00112003 0.000796829 0.00124986 0.000304527 0.00113235 0.000508941 0.00117442 0.000586093
internal_weight=0 490 352 1860 127 1749 1531 1436 1345 1268 111 218 138 1208 225 155 147
internal_count=2350 490 352 1860 127 1749 1531 1436 1345 1268 111 218 138 1208 225 155 147
is_linear=0
shrinkage=0.0032998


Tree=6695
num_leaves=20
num_cat=0
split_feature=4 12 11 15 42 12 4 12 12 160 150 12 4 48 15 15 12 42 133
split_gain=12.2464 6.33625 1.23079 0.863053 0.622937 0.549528 0.715667 0.576727 0.429084 0.299221 0.297813 0.240135 0.219423 0.164197 0.163058 0.1466 0.133761 0.118424 0.0428303
threshold=0.30163500000000004 -0.029844999999999997 1.0000000180025095e-35 0.13393000000000002 -0.0043149999999999994 0.077755000000000005 -0.15450999999999995 0.092495000000000008 -0.042789999999999988 -0.24131999999999995 0.084335000000000007 0.092295000000000002 0.020345000000000005 0.014805 -0.47090499999999996 0.029300000000000003 0.08401500000000002 -0.006494999999999999 0.09389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 -3 9 14 -7 -6 -10 17 -8 -2 -4 -11 -9 -14
right_child=8 2 15 -5 10 7 13 12 11 16 -12 -13 18 -15 -16 -17 -18 -19 -20
leaf_value=0.00103674170966743 0.00051379805694971826 0.0014881660213836166 0.0015811578634858723 0.00093387807152455534 0.00073929352782470151 0.0012438240226437995 0.0011930009296934922 0.0013940525829730275 0.00075852017153830889 0.001561398063110912 0.00042160647962743037 0.00047776894152282194 0.0012246605372538692 0.00097634075202570995 0.00025412835581678934 0.0018121646023289383 0.0014318569549521506 0.0012784975961191889 0.0010890619803039779
leaf_weight=53 52 68 84 55 82 89 77 184 93 106 54 53 70 82 55 52 750 237 52
leaf_count=53 52 68 84 55 82 89 77 184 93 106 54 53 70 82 55 52 750 237 52
internal_value=0 0.001309 0.00136617 0.00134283 0.00073231 0.00135592 0.00120347 0.00137915 0.000540175 0.00142875 0.000613412 0.000656845 0.00129277 0.00108149 0.000380652 0.00166974 0.00144794 0.00132909 0.00116715
internal_weight=0 2095 1906 1770 189 1715 227 1488 253 945 136 146 543 159 107 136 856 421 122
internal_count=2348 2095 1906 1770 189 1715 227 1488 253 945 136 146 543 159 107 136 856 421 122
is_linear=0
shrinkage=0.0032998


Tree=6696
num_leaves=19
num_cat=0
split_feature=4 12 2 2 2 4 4 12 2 0 0 15 12 2 4 13 15 2
split_gain=15.993 6.39473 2.65857 0.881009 0.822417 0.67602 0.606561 0.629571 0.559958 1.08104 0.445938 0.288949 0.286365 0.691892 0.245549 0.184847 0.0678032 0.0471046
threshold=0.30163500000000004 -0.029844999999999997 0.12051500000000002 0.13880500000000004 0.091955000000000023 -0.14538499999999996 -0.16772499999999999 1.0000000180025095e-35 0.10584500000000001 -0.078964999999999994 -0.064804999999999988 -0.45726999999999995 0.083970000000000017 0.083815000000000014 0.012315000000000001 -0.083289999999999989 -0.074254999999999974 0.10559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 11 5 -3 17 -8 9 -1 12 -2 13 -7 -14 -9 -17 -6
right_child=3 2 -4 -5 6 10 7 15 -10 -11 -12 -13 14 -15 -16 16 -18 -19
leaf_value=0.0011706738421144839 0.00064163416155670191 0.001737245949753019 0.00081903913381743991 4.5809392721262548e-05 0.0015645889089756396 0.0018217509888407049 0.00090747861731969696 0.0013991732556839576 0.0004607442708893032 0.00054131470253889803 0.0010923899620039442 0.00038515282356698299 0.0014009834230172139 0.0013875965554107814 0.0012074528969148871 0.0012950644156679973 0.0011843817305980519 0.0014111812824745959
leaf_weight=56 92 67 103 59 52 60 66 83 69 64 52 102 855 125 81 99 210 53
leaf_count=56 92 67 103 59 52 60 66 83 69 64 52 102 855 125 81 99 210 53
internal_value=0 0.00127809 0.00133551 0.000399562 0.001365 0.00141272 0.00125983 0.00120756 0.00069875 0.000835309 0.00139416 0.000506965 0.00140812 0.00152859 0.00138427 0.00125799 0.00121996 0.00148749
internal_weight=0 2095 1906 253 1803 1240 563 458 189 120 1173 194 1121 185 936 392 309 105
internal_count=2348 2095 1906 253 1803 1240 563 458 189 120 1173 194 1121 185 936 392 309 105
is_linear=0
shrinkage=0.0032998


Tree=6697
num_leaves=17
num_cat=0
split_feature=12 13 2 12 123 14 133 12 448 0 0 133 2 13 13 0
split_gain=5.16796 2.41862 1.03206 0.573628 0.775389 0.527507 0.476635 0.33261 0.297414 0.267902 0.271133 0.227011 0.19833 0.155955 0.154171 0.150681
threshold=-0.029844999999999997 -0.23438999999999996 0.11500500000000001 -0.14847999999999997 0.094395000000000021 0.076175000000000007 0.086505000000000012 0.10799000000000002 -0.049344999999999993 -0.041074999999999993 -0.084114999999999981 0.087985000000000022 0.097070000000000004 -0.097199999999999995 -0.050754999999999995 -0.077429999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 6 7 12 8 -3 10 -4 13 -5 -10 -13 -9
right_child=1 2 9 4 -6 -7 -8 15 11 -11 -12 14 -14 -15 -16 -17
leaf_value=0.00011696335031912722 0.0003047570563557862 0.00070907695648789485 0.00057458928278345119 0.000863382425158477 0.0001640035658500034 0.0012272803681768443 0.00037930621362182866 0.0008820889263053233 0.0011225406193914205 0.00048129191824732151 0.00087069885687087432 0.00082307806117594797 0.00059384775155111723 0.00096086672762386654 0.0009683297179657167 0.00063455192733393394
leaf_weight=53 74 60 55 58 59 67 70 52 72 52 91 232 64 1102 128 59
leaf_count=53 74 60 55 58 59 67 70 52 72 52 91 232 64 1102 128 59
internal_value=0 0.000891135 0.000913144 0.00042977 0.00049568 0.000938445 0.000597418 0.000927074 0.000939325 0.000686534 0.000759392 0.000948308 0.000722276 0.000970812 0.000874821 0.000750833
internal_weight=0 2044 1970 304 251 1772 192 1705 1594 198 146 1534 122 1174 360 111
internal_count=2348 2044 1970 304 251 1772 192 1705 1594 198 146 1534 122 1174 360 111
is_linear=0
shrinkage=0.0032998


Tree=6698
num_leaves=17
num_cat=0
split_feature=12 4 41 10 12 4 1374 2 12 16 43 1210 155 2 39 43
split_gain=0.38185 0.277821 0.258577 0.213598 0.209818 0.189826 0.123634 0.124536 0.309932 0.129429 0.152552 0.130963 0.10801 0.0907615 0.117611 0.0743481
threshold=-0.077034999999999978 0.36766000000000004 0.075585000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.47860499999999995 0.085820000000000021 0.083815000000000014 0.083865000000000009 -0.087699999999999986 0.0032700000000000003 -0.07983999999999998 0.089630000000000015 0.097070000000000004 0.088895000000000016 -0.087574999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 -3 12 7 8 -7 10 -9 -11 -2 -5 -15 -10
right_child=1 4 -4 13 -6 6 -8 9 15 11 -12 -13 -14 14 -16 -17
leaf_value=-0.0087848008326132255 0.019040363153758816 0.0050008167447899527 0.016347441379803342 0.0075672407630665035 -0.0074075909882497211 0.018752441570696013 0.01429051160364633 0.010203530443643449 0.012623766863828477 -0.0034565625483462654 0.0021292760076875306 0.0047331873341154591 0.0083601171943338062 0.0054869378540422934 -0.0053908912858957065 0.0057602271250828804
leaf_weight=63 54 95 85 66 65 71 55 250 52 59 91 828 55 53 60 346
leaf_count=63 54 95 85 66 65 71 55 250 52 59 91 828 55 53 60 346
internal_value=0 0.00670092 0.00725517 -0.000350635 -2.88703e-05 0.00683892 0.00641304 0.00615667 0.00849572 0.00526188 0.00805409 0.00418641 0.0136677 0.00260778 -0.000273002 0.00666149
internal_weight=0 2106 1946 242 160 1861 1752 1697 469 1228 341 887 109 179 113 398
internal_count=2348 2106 1946 242 160 1861 1752 1697 469 1228 341 887 109 179 113 398
is_linear=0
shrinkage=0.16829


Tree=6699
num_leaves=22
num_cat=0
split_feature=1 1 39 12 1 41 1 16 39 12 52 52 49 1 1 12 13 1 160 159 12
split_gain=13.1125 1.80862 1.77463 1.48936 0.831924 0.736673 0.4447 0.464908 0.4145 0.391923 0.501135 0.385968 0.354479 0.337001 0.303348 0.25391 0.212858 0.20529 0.144447 0.075326 0.0688191
threshold=0.10752500000000002 0.13630500000000004 0.081875000000000017 0.089125000000000024 0.093595000000000025 0.075585000000000013 0.093505000000000019 0.39524000000000009 0.088025000000000006 0.023990000000000004 -0.040589999999999994 0.11483500000000001 0.12001000000000002 0.10141500000000002 0.14804000000000003 0.10222500000000002 -1.0000000180025095e-35 0.088950000000000015 -0.52336499999999997 -0.018164999999999997 0.094955000000000025
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=2 3 5 8 -4 6 9 13 16 10 -1 12 17 20 -3 -5 -2 -11 -13 -20 -8
right_child=1 14 4 15 -6 -7 7 -9 -10 11 -12 18 -14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0012860780406652357 0.00059262634466224467 0.0004521711769811446 0.0011808458156436308 0.0012693133037019865 0.00062352413368980313 0.0016156487377104196 0.001258329166512754 0.0014081553993143103 0.00041777644870508515 0.0013139166379224109 0.0017101368323116544 0.0010126726868565224 0.0010538054369634072 0.00085753372483634888 0.00012933703900620849 0.00093866463985666101 0.00086265329923243788 0.0014731868602349456 0.0012998644723041068 0.0011402202302976466 0.0010819755011509586
leaf_weight=65 64 78 55 52 63 79 54 57 73 1009 59 57 55 59 54 52 66 101 66 77 53
leaf_count=65 64 78 55 52 63 79 54 57 73 1009 59 57 55 59 54 52 66 101 66 77 53
internal_value=0 0.000643828 0.00127648 0.00078279 0.000883591 0.00130235 0.00128787 0.00114915 0.000617888 0.00130863 0.00148813 0.00129229 0.00131551 0.00106 0.00032037 0.00110433 0.000729988 0.00132844 0.0011569 0.00121415 0.00117131
internal_weight=0 439 1909 307 118 1791 1712 223 203 1489 124 1365 1165 166 132 104 130 1110 200 143 107
internal_count=2348 439 1909 307 118 1791 1712 223 203 1489 124 1365 1165 166 132 104 130 1110 200 143 107
is_linear=0
shrinkage=0.0032998


Tree=6700
num_leaves=12
num_cat=0
split_feature=1 1455 147 1429 2 51 403 0 13 16 1
split_gain=0.402956 0.178976 0.152877 0.0987392 0.104484 0.174106 0.150286 0.142779 0.104881 0.11671 0.17115
threshold=0.15067500000000003 -0.094999999999999987 0.089365000000000014 0.086095000000000019 0.097220000000000015 -0.24503499999999998 -0.055854999999999995 -0.057279999999999991 0.14247500000000005 -0.49181999999999998 0.10384000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 -7 -8 9 -3 -11
right_child=-2 2 -4 -5 5 6 7 -9 -10 10 -12
leaf_value=0.015405041272264209 -0.0088441593073042279 0.012926386920044646 -0.0014505657675113841 0.011062967901868708 0.011492052912323674 -0.0056831465298282187 0.0013998587321835572 0.0076795496321476571 0.012350471848835353 0.0062660452380832871 6.6847271484322279e-05
leaf_weight=53 55 65 86 96 70 56 302 156 77 1172 142
leaf_count=53 55 65 86 96 70 56 302 156 77 1172 142
internal_value=0 0.00572132 0.00548953 0.00576979 0.00551982 0.00361088 0.00253407 0.00354272 0.00628426 0.00594424 0.00559748
internal_weight=0 2275 2222 2136 2040 584 514 458 1456 1379 1314
internal_count=2330 2275 2222 2136 2040 584 514 458 1456 1379 1314
is_linear=0
shrinkage=0.16829


Tree=6701
num_leaves=14
num_cat=0
split_feature=3 15 39 3 0 0 11 0 3 124 3 43 16
split_gain=10.371 7.10489 1.83234 0.963596 0.779359 0.668912 0.593516 0.434381 0.259784 0.23617 0.241221 0.196202 0.110756
threshold=0.25468500000000005 -0.37478999999999996 0.087015000000000009 0.11745500000000002 -0.029554999999999994 -0.069389999999999993 0.080455000000000013 -0.11169999999999998 -0.1535 -0.043384999999999993 -0.097224999999999992 -0.070049999999999987 0.15050500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 8 -4 12 -2 -3 -10 -11 -1 -6
right_child=7 2 5 -5 6 -7 -8 -9 9 10 -12 -13 -14
leaf_value=0.00034804870916575747 0.00038640698851114311 0.001546867635797532 0.0011393696522231879 0.00085370586121028696 0.00083667583243397705 0.00066409189424459093 0.0013646551623355189 -1.9359588733432707e-05 0.0011001309825857525 0.0011928406610765012 0.0013334291215257054 0.00059988134228717736 0.0010462238455679195
leaf_weight=61 61 55 60 55 53 71 57 54 57 152 1452 78 64
leaf_count=61 61 55 60 55 53 71 57 54 57 152 1452 78 64
internal_value=0 0.00121228 0.00126065 0.00128613 0.0012987 0.000882045 0.00108711 0.000195567 0.00132013 0.0013126 0.00132013 0.000489618 0.000951602
internal_weight=0 2215 2076 1945 1890 131 174 115 1716 1661 1604 139 117
internal_count=2330 2215 2076 1945 1890 131 174 115 1716 1661 1604 139 117
is_linear=0
shrinkage=0.0032998


Tree=6702
num_leaves=28
num_cat=0
split_feature=1 1 12 12 3 1 15 13 49 15 3 12 15 43 15 13 49 160 131 12 16 12 16 3 3 484 13
split_gain=22.232 4.73962 3.41843 2.06224 0.940589 0.87094 0.683864 0.685314 0.762044 0.678999 0.588876 0.496375 0.486346 0.41617 0.229675 0.227715 0.168236 0.163813 0.220655 0.193614 0.145875 0.138285 0.131907 0.134017 0.117073 0.0899416 0.0414331
threshold=0.10574000000000001 0.13630500000000004 0.087545000000000026 -0.024179999999999997 0.25468500000000005 0.092810000000000017 -0.021954999999999999 -0.026884999999999996 -0.0099749999999999978 -0.074054999999999996 -0.13392999999999997 0.091545000000000015 0.03981500000000001 -0.079774999999999985 0.095545000000000005 -0.092704999999999996 0.097085000000000019 -0.090189999999999979 0.082750000000000004 0.084115000000000009 -0.078074999999999992 0.10184000000000001 -0.061394999999999998 -0.07964499999999998 0.0051600000000000005 -0.0082299999999999995 -0.082894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 -3 -1 7 22 -9 -4 12 17 -8 -2 20 -15 -10 -12 19 -19 -13 -16 25 26 -17 -5 -24
right_child=1 4 9 6 -6 -7 10 8 16 -11 11 14 -14 15 21 24 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.001439453231889347 0.00054273503186630053 0.00055740852244977356 0.0011497317897802271 0.0018212111543689127 2.5324057630246712e-05 0.0008615627519743546 0.0016794143970715178 0.0010398087086098073 0.0015855911703718155 0.0016292558934294103 0.0018338183463661262 0.001725601460417996 0.0021030717755425796 0.00067710475725990256 0.0015201369638585126 0.00083135905936619864 0.0013774322375940801 0.0015484419463868597 0.0018352615541380622 0.0016945252763016156 0.0015288217287582632 0.0013057922745688163 0.0015877406907017996 0.0014683193107068225 0.0010533112641761123 0.0016365012755294398 0.0017224876739486755
leaf_weight=61 64 79 55 54 67 54 60 52 103 80 91 86 61 52 103 53 79 149 87 347 90 53 76 85 56 80 53
leaf_count=61 64 79 55 54 67 54 60 52 103 80 91 86 61 52 103 53 79 149 87 347 90 53 76 85 56 80 53
internal_value=0 0.000815309 0.00101873 0.00159722 0.000313474 0.0011684 0.00162605 0.00153348 0.00139433 0.00143416 0.00167383 0.0016474 0.00189328 0.000769323 0.00154181 0.000859176 0.00149543 0.00169936 0.00167831 0.00165071 0.00162518 0.00144754 0.00162694 0.00157401 0.000945713 0.0017112 0.00164338
internal_weight=0 506 360 1824 146 115 1709 582 234 135 1127 1006 121 225 332 161 182 674 583 496 176 156 348 214 109 134 129
internal_count=2330 506 360 1824 146 115 1709 582 234 135 1127 1006 121 225 332 161 182 674 583 496 176 156 348 214 109 134 129
is_linear=0
shrinkage=0.0032998


Tree=6703
num_leaves=19
num_cat=0
split_feature=1 1 457 1455 1 1 1204 16 50 160 133 133 50 51 4 16 2 2
split_gain=0.361816 0.170475 0.15025 0.122856 0.114965 0.22812 0.18985 0.1354 0.123736 0.147789 0.107895 0.161988 0.102613 0.121213 0.164437 0.101906 0.0467623 0.0451198
threshold=0.15067500000000003 0.088415000000000007 0.079590000000000008 -0.082599999999999993 0.082615000000000008 0.077300000000000021 -0.082759999999999986 -0.019164999999999998 0.10022000000000002 -0.085764999999999994 -0.083804999999999977 -0.0073049999999999999 0.10517000000000001 -0.08373499999999999 0.50973500000000016 -0.071854999999999988 0.099450000000000024 0.091250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 5 6 -5 -6 9 -8 -3 -12 13 16 -15 -4 -13 -10
right_child=-2 2 15 4 7 -7 8 -9 17 -11 11 12 -14 14 -16 -17 -18 -19
leaf_value=0.015819466538999093 -0.0070378136070489801 0.011678690115135842 0.00417432246621965 0.017165409617340463 0.0079520079240305973 -0.0033921359352863901 0.013081637700542624 0.018928680357438433 -0.0015347110872598007 0.00690743435004465 -0.0035206594100984437 0.006435519601968402 0.011248311860363808 0.0023291735223489891 0.011701875647829794 -0.006354488539563774 0.013197333777097255 0.0050897031231526635
leaf_weight=54 55 78 52 56 82 56 127 53 56 852 57 61 86 373 62 52 58 60
leaf_count=54 55 78 52 56 82 56 127 53 56 852 57 61 86 373 62 52 58 60
internal_value=0 0.00676022 0.00491893 0.00791831 0.00759905 0.0070746 0.0075854 0.0122747 0.00709382 0.00771021 0.00572531 0.0050565 0.00582321 0.0049778 0.00366918 -0.00107281 0.00974629 0.00187622
internal_weight=0 2275 879 1396 1342 1207 1151 135 1095 979 775 697 640 554 435 104 119 116
internal_count=2330 2275 879 1396 1342 1207 1151 135 1095 979 775 697 640 554 435 104 119 116
is_linear=0
shrinkage=0.16829


Tree=6704
num_leaves=28
num_cat=0
split_feature=1 2 3 3 2 0 3 2 51 1 3 0 0 3 39 0 484 49 1447 1446 160 160 0 3 2 2 2
split_gain=9.9651 1.46197 0.935175 0.675993 0.574191 0.496748 0.41276 0.308777 0.302757 0.2679 0.235826 0.227183 0.222455 0.177895 0.130714 0.125976 0.117312 0.199339 0.160658 0.0943702 0.0957844 0.0809501 0.0617362 0.0339606 0.0345429 0.0203883 0.0108641
threshold=0.10915500000000002 0.14530500000000005 -0.066704999999999987 -0.029309999999999996 0.10272000000000002 -0.079249999999999987 0.086245000000000016 0.090115000000000015 -0.031729999999999994 0.13630500000000004 -0.082744999999999985 -0.097604999999999983 -0.076209999999999986 -0.10468499999999999 0.088025000000000006 -0.14310999999999999 0.076210000000000014 0.0029050000000000005 -0.085539999999999991 0.037915000000000011 -0.077459999999999987 -0.089199999999999988 -0.10264999999999998 -0.083249999999999977 0.096325000000000008 0.097360000000000016 0.11626500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 13 5 6 22 12 10 14 -9 -10 16 -2 -5 -6 18 -18 -1 20 -20 -13 -4 25 -25 -23 -17
right_child=1 -3 4 9 15 -7 -8 8 11 -11 -12 21 -14 -15 -16 26 17 -19 19 -21 -22 23 -24 24 -26 -27 -28
leaf_value=0.00097232993528403877 0.00063966161895425062 0.0001510703014617633 0.0013319328974372624 0.00064366139708480678 0.00064313114215923991 0.00082048664137433129 0.00089284946196481387 0.0013154037398568736 0.00080732770270057713 0.00028375399915987087 0.0010247194323648706 0.0011330954438756816 0.00098881539989508632 0.00088450651542543038 0.00043270022635326925 0.00087936767453719144 0.0013766564455369372 0.0011031883864252414 0.0010231565225162827 0.0012933016028967546 0.0011573219145456285 0.0009987198440691489 0.0011648270414480392 0.00099071086783538245 0.0011103559206253365 0.00090208563922331865 0.00079788225772683789
leaf_weight=60 55 97 56 84 56 85 53 67 63 53 59 67 100 84 54 55 67 55 70 53 576 71 53 77 53 55 52
leaf_count=60 55 97 56 84 56 85 53 67 63 53 59 67 100 84 54 55 67 55 70 53 576 71 53 77 53 55 52
internal_value=0 0.000507687 0.00106565 0.000612404 0.000925532 0.00102628 0.00113405 0.00110411 0.00103764 0.000484517 0.00117957 0.000991224 0.00113876 0.000787879 0.000561367 0.000772644 0.00115574 0.00125366 0.00113996 0.0011543 0.00114284 0.00102698 0.001251 0.000999075 0.00103976 0.000956818 0.000840097
internal_weight=0 427 1903 330 410 247 162 1493 512 191 126 386 981 139 138 163 881 122 759 699 646 323 109 256 130 126 107
internal_count=2330 427 1903 330 410 247 162 1493 512 191 126 386 981 139 138 163 881 122 759 699 646 323 109 256 130 126 107
is_linear=0
shrinkage=0.0032998


Tree=6705
num_leaves=18
num_cat=0
split_feature=1 16 16 13 16 52 4 52 4 158 52 13 12 1 16 12 12
split_gain=0.328263 0.310474 0.334132 0.165093 0.209859 0.291169 0.163513 0.148462 0.12372 0.117281 0.13065 0.162022 0.189023 0.172931 0.102632 0.0883302 0.0753994
threshold=0.11869500000000001 -0.085314999999999988 -0.48950499999999991 -0.099039999999999975 0.062910000000000008 -0.40011499999999994 -0.14538499999999996 -0.054974999999999989 -0.14538499999999996 0.10380000000000002 -0.092059999999999989 0.046185000000000004 -0.010219999999999998 0.081540000000000015 0.41484500000000007 0.085565000000000016 0.089605000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 15 6 14 -5 -3 -7 10 -8 12 -12 -13 16 -1 -6
right_child=1 7 -4 4 5 8 9 -9 -10 -11 11 13 -14 -15 -16 -17 -18
leaf_value=0.0080806496762895232 0.0041071792916970813 0.001733148304561381 -0.012483178323604318 0.016495648534734741 0.0082599683449521046 -0.007683743013654442 0.014313794558453505 0.013574404781936878 0.0018636690958742175 0.00032196327141869853 0.00077350448559878845 0.0062107828798932379 0.0084020339587145467 -0.0050674551855174142 0.011024082567537705 0.016194572911503315 -0.00043585201708550914
leaf_weight=74 64 70 74 55 52 72 75 53 82 69 101 107 1095 60 98 81 61
leaf_count=74 64 70 74 55 52 72 75 53 82 69 101 107 1095 60 98 81 61
internal_value=0 0.000696033 -0.00477608 0.00703509 0.00660806 0.0029668 0.00745778 0.00685009 -0.00258839 0.00712674 0.00745201 0.00707311 0.00775932 0.00214796 0.00702982 0.0123324 0.00354987
internal_weight=0 261 138 2082 1927 365 1562 123 154 1507 1438 1363 1196 167 211 155 113
internal_count=2343 261 138 2082 1927 365 1562 123 154 1507 1438 1363 1196 167 211 155 113
is_linear=0
shrinkage=0.16829


Tree=6706
num_leaves=16
num_cat=0
split_feature=13 1 42 13 3 1 1 43 3 0 403 49 50 3 1
split_gain=0.2292 0.265815 0.268115 0.215737 0.287306 0.212055 0.205082 0.319588 0.182588 0.14223 0.133297 0.132653 0.119638 0.106758 0.0576231
threshold=0.26746000000000009 0.109225 0.095935000000000006 0.039845000000000012 -0.14162499999999997 0.077565000000000009 0.14262000000000002 -0.078564999999999982 -0.097094999999999987 -0.081049999999999983 -0.5335399999999999 -0.07107999999999999 0.083090000000000011 -0.015259999999999998 0.11869500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 9 7 -3 -6 -5 -10 13 -13 -12 -9
right_child=-2 2 -4 5 8 -7 -8 14 10 -11 11 12 -14 -15 -16
leaf_value=0.017880522749208705 0.016117563697255456 -0.0093929998078384896 0.0090666306416440495 0.012032196783333273 -0.0035954928440169415 -0.0047834696461117616 -0.010443555249719181 0.0076599017670507539 0.013970268638007467 0.0011207754455016072 0.0068963413727125538 0.0047092531667700024 0.0085211521381055866 0.016356261436180214 0.0016396136731784733
leaf_weight=61 54 65 91 55 53 100 57 82 64 89 78 1027 304 61 102
leaf_count=61 54 65 91 55 53 100 57 82 64 89 78 1027 304 61 102
internal_value=0 0.00500885 0.0010443 0.00583979 0.0065315 0.00116054 -0.00133555 0.000742199 0.00609414 0.00530081 0.00643009 0.00610059 0.00558124 0.0110607 0.00433233
internal_weight=0 2289 397 1892 1648 244 306 249 1587 144 1534 1470 1331 139 184
internal_count=2343 2289 397 1892 1648 244 306 249 1587 144 1534 1470 1331 139 184
is_linear=0
shrinkage=0.16829


Tree=6707
num_leaves=18
num_cat=0
split_feature=2 1 4 48 151 484 12 3 2 4 1 12 1209 42 12 2 1
split_gain=0.167597 0.262062 0.12103 0.129793 0.132809 0.148272 0.154053 0.127174 0.108609 0.112397 0.167916 0.10783 0.101791 0.11422 0.0828091 0.0429827 0.0229413
threshold=-0.007134999999999999 0.12007000000000002 0.043850000000000007 0.11270000000000001 0.057610000000000008 0.089765000000000011 0.086160000000000014 -0.0062049999999999996 0.088710000000000011 0.45363500000000007 0.11106000000000001 0.086935000000000012 -0.067109999999999989 -0.14509999999999998 0.095815000000000011 0.099325000000000011 0.085605000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 12 -4 10 11 -10 -2 -14 -13 16 -9
right_child=2 -3 8 -5 -6 6 -8 15 9 -11 -12 14 13 -15 -16 -17 -18
leaf_value=0.0054034670855009131 0.011627139825961308 -0.0094242978276334426 0.0072229426306455102 0.013535085162586903 -0.0030586019509165857 -0.0068486865196559846 0.0053846362315117802 0.014890320833936937 -0.0026300340879113113 0.0062129069399764784 -0.0078827145656323924 0.0088219236290226054 0.012090912500152956 0.0046063907761911237 0.00016276400719955964 0.0063737736818728647 0.0098176412676945143
leaf_weight=74 69 62 103 54 54 55 62 52 94 91 68 69 61 1207 58 54 56
leaf_count=74 69 62 103 54 54 55 62 52 94 91 68 69 61 1207 58 54 56
internal_value=0 -0.00134304 0.0047339 0.00539436 0.00513006 0.0054048 -0.000350716 0.00585523 0.00237275 0.00105337 -0.000565046 0.00167842 0.00531288 0.00496787 0.00488149 0.0103201 0.0122767
internal_weight=0 136 2207 1724 1670 1616 117 1499 483 380 289 221 1337 1268 127 162 108
internal_count=2343 136 2207 1724 1670 1616 117 1499 483 380 289 221 1337 1268 127 162 108
is_linear=0
shrinkage=0.16829


Tree=6708
num_leaves=20
num_cat=0
split_feature=44 3 160 3 15 158 1447 157 15 4 52 1210 157 151 52 15 4 400 160
split_gain=0.162473 0.126697 0.110184 0.198661 0.138856 0.150751 0.117121 0.100169 0.154821 0.265493 0.128531 0.150702 0.114701 0.0868012 0.128838 0.156896 0.137747 0.0768911 0.0236528
threshold=1.0000000180025095e-35 0.32329500000000005 -0.24530499999999997 -0.08397499999999998 -0.092059999999999989 0.083065000000000014 -0.085644999999999985 -0.0036449999999999994 -0.0073899999999999999 -0.16772499999999999 0.084675000000000014 -0.077744999999999995 -0.07928499999999998 -0.089594999999999994 -0.0046699999999999997 -0.10602999999999999 0.052250000000000012 -0.064794999999999978 -0.50660999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 13 -6 8 12 -10 11 -9 -8 -4 15 -15 -16 -12 -5
right_child=-2 -3 4 18 6 -7 7 10 9 -11 17 -13 -14 14 16 -17 -18 -19 -20
leaf_value=-0.0091408689842076216 0.012780378705718338 -0.0046897797984331814 0.0057405490625059268 0.0053757778441186248 0.012223987908056382 0.0079802585051594963 0.0075339921518306034 0.015067219462500683 0.0048878449469690333 -0.011942620382220348 0.0085120950439282732 0.0057539097706933301 -0.0016541480402660173 0.00058985044723254651 0.0086660262447923568 -0.011923265733649688 -0.0012399131060269757 0.0019889414135917586 0.00077613760693639956
leaf_weight=52 54 53 62 67 57 81 121 53 53 53 59 743 56 56 54 57 150 400 62
leaf_count=52 54 53 62 67 57 81 121 53 53 53 59 743 56 56 54 57 150 400 62
internal_value=0 0.0034278 0.00362102 -0.000350466 0.00397169 0.00139021 0.00471507 0.00443561 0.00156636 -0.00351044 0.00508119 0.00637627 0.00461686 -1.34798e-05 -0.00114454 -0.00570618 0.00137344 0.00283134 0.00317903
internal_weight=0 2289 2236 181 2055 460 1595 1538 283 106 1255 796 177 379 317 113 204 459 129
internal_count=2343 2289 2236 181 2055 460 1595 1538 283 106 1255 796 177 379 317 113 204 459 129
is_linear=0
shrinkage=0.16829


Tree=6709
num_leaves=18
num_cat=0
split_feature=3 39 16 52 16 52 0 0 42 133 3 0 52 16 156 0 16
split_gain=3.63088 2.21577 0.600208 0.643412 0.38632 0.456828 0.38951 0.529962 0.342157 0.472917 0.341507 0.186758 0.17178 0.125358 0.168405 0.0450131 0.0391841
threshold=0.20828500000000003 0.083495000000000014 -0.26987499999999992 0.0085900000000000021 0.0086100000000000013 -0.5492149999999999 -0.15385999999999997 -0.10891999999999999 0.092160000000000006 0.084735000000000019 -0.107915 -0.068669999999999995 0.28251000000000009 0.058765000000000005 0.081415000000000015 -0.12608499999999997 -0.52830499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 6 -6 -4 -8 9 -3 -7 12 -9 -12 -15 -2 -1
right_child=15 8 4 -5 5 10 7 11 -10 -11 13 -13 -14 14 -16 -17 -18
leaf_value=0.0006577126672163261 0.00031986856912634247 0.00086753854110413627 0.0011926122533915686 0.00098045006743525368 0.0010686806849407025 0.00059451624403736932 0.00062374690820682734 0.00099235242459300935 0.00041721607668548347 0.00049393819897481891 0.00072073665906663041 0.00081925240708180893 0.00085171966869715518 0.00083682318860928346 0.0010304797469245677 0.00018012168762941491 0.00053189558083863121
leaf_weight=55 52 73 79 76 92 68 52 977 89 76 66 90 109 206 67 52 64
leaf_count=55 52 73 79 76 92 68 52 977 89 76 66 90 109 206 67 52 64
internal_value=0 0.000881533 0.000917363 0.000742565 0.000936218 0.000857481 0.000966251 0.00095166 0.000580136 0.000677214 0.000809654 0.00096613 0.00097827 0.000852704 0.00088448 0.000250334 0.000590342
internal_weight=0 2239 2001 195 1806 499 1307 1228 238 149 407 1176 1086 339 273 104 119
internal_count=2343 2239 2001 195 1806 499 1307 1228 238 149 407 1176 1086 339 273 104 119
is_linear=0
shrinkage=0.0032998


Tree=6710
num_leaves=14
num_cat=0
split_feature=3 42 158 2 0 3 0 3 474 3 1213 1213 484
split_gain=0.215081 0.176521 0.117797 0.144035 0.216107 0.150969 0.142528 0.129099 0.119383 0.10772 0.0948848 0.0979401 0.09397
threshold=0.31534000000000006 0.13747000000000001 -0.18217999999999998 0.087675000000000017 0.0037850000000000002 -0.16048499999999996 -0.10803999999999998 -0.12077499999999998 0.079590000000000008 -0.090769999999999976 0.094645000000000021 -0.086554999999999979 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4 -7 9 -9 11 -8 -10
right_child=-2 -3 3 5 -6 7 10 8 12 -11 -12 -13 -14
leaf_value=-0.00263921202717406 -0.005434354366724202 -0.005508128087997546 0.012353521282537158 0.0089597585511292464 -0.0038616453492373885 -0.0052993842349499725 0.0013696226381117301 0.0068778752682554407 0.01111775304047666 0.0010899358062991329 -0.0013378403784220028 0.0066429107829337891 0.0022467605087528042
leaf_weight=79 79 60 93 99 66 63 118 104 76 745 55 678 62
leaf_count=79 79 60 93 99 66 63 118 104 76 745 55 678 62
internal_value=0 0.00348792 0.00372991 0.00396379 0.00543162 0.00267197 0.00608326 0.00207741 0.00255009 0.00180106 0.00539592 0.00586345 0.00714525
internal_weight=0 2298 2238 2159 1010 1149 944 1050 987 849 851 796 138
internal_count=2377 2298 2238 2159 1010 1149 944 1050 987 849 851 796 138
is_linear=0
shrinkage=0.16829


Tree=6711
num_leaves=29
num_cat=0
split_feature=1 3 15 1 124 2 2 2 1 1 1 1 15 160 15 15 1212 133 1446 151 2 151 133 133 1 151 15 1
split_gain=8.12348 1.8618 0.836223 0.782886 0.63162 0.308228 0.301476 0.365608 0.233941 0.233577 0.169129 0.346237 0.24368 0.120513 0.112144 0.321003 0.159135 0.237415 0.15023 0.112067 0.115895 0.111158 0.0829646 0.067822 0.0613999 0.039443 0.050963 0.0111941
threshold=0.104035 -0.049204999999999992 -0.14524999999999996 0.14699000000000004 -0.076779999999999987 0.089830000000000007 -1.0000000180025095e-35 0.11144000000000001 0.092415000000000011 0.11646000000000002 0.088340000000000016 0.098700000000000024 -0.11055 -1.0000000180025095e-35 -0.026169999999999995 -0.081479999999999983 0.087685000000000013 -0.011534999999999998 0.082445000000000004 -0.0060399999999999994 0.099675000000000014 -0.085134999999999975 -1.0000000180025095e-35 0.024130000000000002 0.11695500000000002 -0.0052199999999999989 -0.092534999999999992 0.095510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 -1 8 -3 -8 14 -4 12 -12 -7 -9 15 25 18 -18 21 -14 23 -16 -22 -21 -15 -6 -27 -10
right_child=1 3 9 -5 5 10 7 13 27 -11 11 -13 19 24 16 -17 17 -19 -20 20 22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.00071279176342249064 0.00045719856520312873 0.00027466414816271646 0.0010808490539612379 4.7009318396959633e-05 0.0011566743449733892 0.0011976316513102956 0.00075744955908555345 0.00058437495080467786 0.00096466475839058791 0.00079711881959681628 0.00064996449731872228 0.0010319165526139228 0.0011079160126500689 0.00047764389870386819 0.0012469227137117244 0.00078603183009173143 0.0011499610775054629 0.00085298577408168298 0.0012884543014497153 0.00093959474486203683 0.00099573220558777709 0.0010835401724405371 0.00084966211478634129 0.0010492551151320341 0.00032293590817316677 0.0011052356120602536 0.00096266768869784686 0.00089083256632845737
leaf_weight=78 52 67 72 57 55 55 57 52 64 59 53 52 56 52 54 55 54 68 54 133 63 453 161 136 66 69 56 74
leaf_count=78 52 67 72 57 55 55 57 52 64 59 53 52 56 52 54 55 54 68 54 133 63 453 161 136 66 69 56 74
internal_value=0 0.000542514 0.000812546 0.000401628 0.00100489 0.00101778 0.000470261 0.000527837 0.00105387 0.000953331 0.000963976 0.000839457 0.000985564 0.000450642 0.00107316 0.00100904 0.00109516 0.000984723 0.00111912 0.000964255 0.000947865 0.00110101 0.000890902 0.000995167 0.000391411 0.00107699 0.00104165 0.000925329
internal_weight=0 534 183 351 1843 1765 294 227 1056 131 709 105 604 170 918 235 683 122 561 549 493 507 224 269 118 180 125 138
internal_count=2377 534 183 351 1843 1765 294 227 1056 131 709 105 604 170 918 235 683 122 561 549 493 507 224 269 118 180 125 138
is_linear=0
shrinkage=0.0032998


Tree=6712
num_leaves=25
num_cat=0
split_feature=4 3 3 43 14 3 39 4 12 39 3 52 12 157 15 15 15 42 52 13 3 3 133 16
split_gain=21.3995 9.05509 4.70615 1.91265 1.05344 0.795778 1.13026 0.673006 0.683836 0.460251 0.443851 0.420972 0.395875 0.364722 0.251172 0.194193 0.211648 0.181435 0.144904 0.117452 0.188952 0.0877673 0.080198 0.0760718
threshold=0.30163500000000004 -0.063814999999999997 0.20828500000000003 -0.035884999999999993 0.018475000000000002 0.16158000000000003 0.088025000000000006 0.032965000000000001 0.082780000000000006 0.088550000000000004 0.10323000000000002 1.0000000180025095e-35 0.087745000000000004 -1.0000000180025095e-35 -0.42759999999999992 -0.013349999999999999 -0.096114999999999992 0.11623000000000001 0.28251000000000009 -0.085409999999999986 -0.084934999999999997 -0.079594999999999985 -0.010174999999999998 -0.0096099999999999988
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 4 3 9 7 6 14 8 -1 23 13 21 19 -5 -2 16 -15 18 -14 20 -10 -9 -21 -3
right_child=5 2 -4 10 -6 -7 -8 11 12 -11 -12 -13 17 15 -16 -17 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0017961963732632715 0.0014826574772728869 0.0015087313237077847 0.00076989746917976391 0.0022276898629547716 0.002606841287842564 0.00068271940986949211 0.00079584106125463801 0.0019157325959160176 0.002468112453912273 0.0012434911397716678 0.0016822751803899833 0.0021370627337715829 0.0021627083012947588 0.0019862387345630696 0.0011856165256798619 0.0020722292925673355 0.0016906844437971451 0.001970493260752586 0.002030566916150093 0.0022937194772346646 0.0022429484152172987 0.001728613361393784 0.00215535727943534 0.001697245588834234
leaf_weight=57 53 52 60 54 52 58 75 64 60 62 70 80 589 52 81 57 60 82 119 75 162 60 189 54
leaf_count=57 53 52 60 54 52 58 75 64 60 62 70 80 589 52 81 57 60 82 119 75 162 60 189 54
internal_value=0 0.00201806 0.00164026 0.00175346 0.00214192 0.00102624 0.00112141 0.00212616 0.00215343 0.00147186 0.00191481 0.00194784 0.00216936 0.00198764 0.00130337 0.00191073 0.00182822 0.00212294 0.00214055 0.00224474 0.00230396 0.00182548 0.0021948 0.0016051
internal_weight=0 2110 521 461 1589 267 209 1537 1333 168 293 204 1276 223 134 169 112 790 708 486 222 124 264 106
internal_count=2377 2110 521 461 1589 267 209 1537 1333 168 293 204 1276 223 134 169 112 790 708 486 222 124 264 106
is_linear=0
shrinkage=0.0032998


Tree=6713
num_leaves=15
num_cat=0
split_feature=1 13 16 16 151 1 49 49 49 4 16 159 1 4
split_gain=0.242776 0.242505 0.238939 0.156435 0.145923 0.196483 0.189563 0.168343 0.137701 0.120778 0.156341 0.108545 0.0997445 0.0736297
threshold=0.11570500000000002 0.069620000000000015 0.058765000000000005 -0.23071499999999998 0.095500000000000015 0.10980000000000002 -0.07020499999999999 -0.043469999999999995 -0.0094199999999999978 -0.13833499999999996 0.066275000000000014 0.11613000000000001 0.081925000000000012 0.5137400000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 13 5 6 12 -8 -9 10 -10 -11 -1 -2
right_child=1 -3 -4 -5 -6 -7 7 8 9 11 -12 -13 -14 -15
leaf_value=0.0062805436914872507 5.5678466495662992e-05 -0.0098984035025189761 0.011130769655928206 -0.0057949911754304447 -0.0027416066916847903 0.014324898782110454 -0.0044345276718658682 0.01264857942768614 -0.0047989188325927553 0.005787461341697637 0.0047982846773410833 -0.0018786795430900222 0.015085206046402214 0.0083215880281478014
leaf_weight=66 73 52 70 85 58 74 52 69 78 1384 125 54 84 53
leaf_count=66 73 52 70 85 58 74 52 69 78 1384 125 54 84 53
internal_value=0 0.000651566 0.00261027 -0.000207926 0.00555799 0.00580128 0.00547045 0.0049797 0.00526703 0.00495556 0.00110184 0.00549833 0.0112231 0.00354687
internal_weight=0 333 281 211 2044 1986 1912 1762 1710 1641 203 1438 150 126
internal_count=2377 333 281 211 2044 1986 1912 1762 1710 1641 203 1438 150 126
is_linear=0
shrinkage=0.16829


Tree=6714
num_leaves=20
num_cat=0
split_feature=1 1 14 47 124 47 2 2 150 15 160 1 160 0 47 0 13 49 42
split_gain=5.78703 1.19053 0.618097 0.578603 0.496749 0.443251 0.319909 0.263293 0.244876 0.215386 0.198604 0.269779 0.200795 0.194257 0.134367 0.165653 0.13215 0.117658 0.0694508
threshold=0.12007000000000002 0.104035 0.054835000000000009 0.085505000000000012 -0.076779999999999987 0.089100000000000013 0.14823500000000003 0.089830000000000007 0.08486500000000001 -0.093124999999999986 1.0000000180025095e-35 0.088595000000000021 0.10323500000000001 -0.045754999999999997 0.084635000000000016 -0.097604999999999983 -0.052454999999999995 -0.0094899999999999984 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 8 16 14 9 -3 11 13 -12 -9 15 -6 -2 -17 -16
right_child=3 5 -4 -5 7 -7 -8 10 -10 -11 12 -13 -14 -15 18 17 -18 -19 -20
leaf_value=0.00055288766937063862 0.00016929187562087538 0.00045129601804210509 0.0011413830273116444 0.00051597421248545999 0.00072233414952302107 0.00083368336065652796 -2.342786966318953e-05 0.00080877781961819764 0.00036330752783952941 0.0007186528609645829 0.00097809254023404637 0.00055444848820238772 0.00073723335041196139 0.0006300451800912301 0.00083591503922135122 0.0010177631029889597 0.00038661644341945404 0.00087737945024343061 0.00066807160275071426
leaf_weight=75 66 59 67 78 72 65 59 374 72 77 96 70 65 83 59 75 58 751 56
leaf_count=75 66 59 67 78 72 65 59 374 72 77 96 70 65 83 59 75 58 751 56
internal_value=0 0.000798755 0.000828928 0.000277762 0.000817121 0.00059493 0.000176037 0.000828751 0.000520151 0.000602926 0.00077841 0.00074698 0.00088107 0.000776394 0.000862906 0.000876751 0.000271228 0.000890169 0.000754489
internal_weight=0 2116 1843 261 1776 273 183 1701 208 136 688 527 161 457 1013 898 124 826 115
internal_count=2377 2116 1843 261 1776 273 183 1701 208 136 688 527 161 457 1013 898 124 826 115
is_linear=0
shrinkage=0.0032998


Tree=6715
num_leaves=21
num_cat=0
split_feature=3 1419 16 16 12 12 13 157 158 132 3 49 3 402 51 12 3 12 0 16
split_gain=0.199857 0.191441 0.162325 0.177069 0.281803 0.209067 0.130634 0.113036 0.129412 0.230199 0.162012 0.142153 0.128946 0.0970449 0.0749748 0.0719003 0.125823 0.0935419 0.0624066 0.0295317
threshold=-0.081224999999999978 1.0000000180025095e-35 -0.50690499999999983 -0.0068949999999999992 0.083825000000000024 0.08536500000000001 0.10637500000000001 -0.078969999999999985 0.10412500000000001 0.087360000000000007 0.25468500000000005 0.14255500000000002 0.11535000000000002 -0.092019999999999977 -0.20826999999999998 0.093270000000000006 -0.14070999999999997 0.085615000000000011 -0.087284999999999988 0.14091500000000004
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 2 -1 4 -4 18 13 -2 9 10 11 12 14 -7 -9 16 -5 -18 -6 -19
right_child=7 -3 3 15 5 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 19 -20 -21
leaf_value=-0.0025587058962203636 -0.0019766176661615408 0.016717960941256139 0.017537231886687345 0.012221149134671646 0.0052133788850654925 0.0034432672383553835 0.0014402883589028565 0.0095488570269826115 -0.0030158309418928048 0.01373908015691418 -0.0036900510007822451 -0.0039557847507093345 0.012907374463665107 0.010749447973940228 0.0039406046755645048 -0.0004835566580718841 -0.0020476006983625263 0.0034403804147372409 -0.0022472805958695568 0.0087708021532899808
leaf_weight=56 94 52 82 54 56 61 63 75 68 72 74 53 55 359 731 91 67 70 73 53
leaf_count=56 94 52 82 54 56 61 63 75 68 72 74 53 55 359 731 91 67 70 73 53
internal_value=0 0.00672246 0.00624176 0.00672244 0.00825817 0.00701196 0.00861992 0.00361741 0.00408517 0.0045424 0.00387038 0.00448446 0.00500609 0.00969259 0.00446469 0.00353561 0.00504192 0.00299205 0.000977528 0.00575184
internal_weight=0 1137 1085 1029 694 612 483 1222 1128 1060 988 914 861 420 806 335 244 190 129 123
internal_count=2359 1137 1085 1029 694 612 483 1222 1128 1060 988 914 861 420 806 335 244 190 129 123
is_linear=0
shrinkage=0.16829


Tree=6716
num_leaves=21
num_cat=0
split_feature=3 150 48 0 0 484 4 42 0 42 49 50 9 0 0 4 4 0 4 0
split_gain=0.1383 0.142116 0.160442 0.221996 0.248872 0.118974 0.102883 0.153678 0.111717 0.128234 0.126853 0.100997 0.104543 0.146242 0.0975183 0.0880755 0.0713317 0.069745 0.0684385 0.0494384
threshold=-0.081224999999999978 -0.075789999999999982 0.097140000000000018 -0.15385999999999997 -0.13740499999999997 0.10282500000000001 0.40124500000000002 0.090515000000000012 -0.091054999999999983 -0.013204999999999998 -0.013699999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.067329999999999987 0.053930000000000006 0.0099250000000000015 -0.088004999999999986 -0.071104999999999988 -0.081479999999999983 -0.10075499999999998
decision_type=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 -3 -5 6 7 8 19 16 -11 -6 -13 -14 -12 -4 -10 -9 -18 -1
right_child=1 2 15 4 11 -7 -8 17 9 10 14 12 13 -15 -16 -17 18 -19 -20 -21
leaf_value=0.005911069448971025 -0.0051095082203359773 0.011937057472699934 0.0019359778539353048 -0.0066465999508970638 -0.0021084733498279813 0.013106330728189489 -0.0013826614085378464 0.0142642792429755 0.001913310003464662 0.0096024597408386151 -0.00046074296710250766 -0.0022229246904243638 0.0035818531558063733 0.0087031427098799088 0.0066475553879995659 -0.007212765895427093 0.010576966263763908 0.0062970965001043055 0.0048921366637962186 0.012071151158501162
leaf_weight=76 58 93 62 66 69 57 63 77 75 54 295 59 532 226 67 57 128 54 116 75
leaf_count=76 58 93 62 66 69 57 63 77 75 54 295 59 532 226 67 57 128 54 116 75
internal_value=0 0.00300839 0.00341443 0.00408181 0.00331255 0.00559221 0.00519396 0.00560313 0.00480406 0.00394317 0.00199038 0.00405646 0.00457932 0.00511115 0.000849918 -0.0024311 0.00648411 0.0109938 0.00788171 0.00898261
internal_weight=0 1222 1164 1045 952 1137 1080 1017 886 735 416 886 817 758 362 119 319 131 244 151
internal_count=2359 1222 1164 1045 952 1137 1080 1017 886 735 416 886 817 758 362 119 319 131 244 151
is_linear=0
shrinkage=0.16829


Tree=6717
num_leaves=12
num_cat=0
split_feature=160 30 52 124 159 41 39 159 160 482 42
split_gain=0.155327 0.12864 0.0940061 0.0969212 0.123649 0.0953418 0.0931861 0.088227 0.0985314 0.0846631 0.0418594
threshold=-0.54856499999999986 0.086065000000000016 0.26959000000000005 -0.088004999999999986 0.12283500000000001 1.0000000180025095e-35 0.098905000000000007 -0.46140499999999995 -0.41367999999999994 0.093000000000000013 0.08870500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 9 -4 -9 -5 -7
right_child=1 -3 7 4 -6 10 -8 8 -10 -11 -12
leaf_value=0.012647430400179909 0.010979006943322515 -0.0046202883580854798 0.0047358972703439731 0.0031459584523402585 0.011144067880843855 0.011446733380902765 -0.00319997842059543 0.0014936052427008228 -0.0082649176500182962 0.0093958106419555643 0.0047949481619942386
leaf_weight=52 53 56 68 1714 61 57 63 65 53 64 53
leaf_count=52 53 56 68 1714 61 57 63 65 53 64 53
internal_value=0 0.00333321 0.00353187 0.00385829 0.00366982 0.00343521 0.00314607 -8.2377e-05 -0.00287424 0.00337194 0.00825812
internal_weight=0 2307 2251 2065 2012 1951 1841 186 118 1778 110
internal_count=2359 2307 2251 2065 2012 1951 1841 186 118 1778 110
is_linear=0
shrinkage=0.16829


Tree=6718
num_leaves=28
num_cat=0
split_feature=1 2 15 12 2 47 1 159 1 43 1456 1210 14 15 0 160 0 0 48 133 12 133 12 0 0 0 43
split_gain=9.0728 2.04723 2.31627 0.729644 0.45931 0.454056 0.295269 0.236934 0.283742 0.206116 0.253307 0.20131 0.196484 0.176581 0.167309 0.151104 0.14939 0.145438 0.144732 0.133644 0.079169 0.0722446 0.082546 0.0708341 0.051303 0.0771011 0.0231695
threshold=0.10141500000000002 0.14823500000000003 -0.083359999999999976 0.085090000000000013 0.090225000000000014 0.083875000000000019 0.091410000000000005 0.0096550000000000021 0.089910000000000004 0.0047850000000000011 -0.085209999999999994 -0.081959999999999991 -1.0000000180025095e-35 0.087960000000000024 -0.074274999999999994 0.0039250000000000005 -0.080474999999999977 -0.076209999999999986 0.082225000000000006 0.11588000000000002 0.09697500000000002 -0.093189999999999981 0.095780000000000018 -0.074434999999999987 -0.071519999999999986 -0.052619999999999993 -0.068144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 14 6 12 9 8 21 10 -1 -12 -2 -11 -4 19 -9 -8 -14 -13 -5 -6 23 26 -24 -26 -23
right_child=1 -3 3 20 7 -7 17 16 -10 13 11 15 18 -15 -16 -17 -18 -19 -20 -21 -22 22 24 -25 25 -27 -28
leaf_value=0.0013991739573493735 0.00059105182520217427 0.00015790918809238335 0.00063450274175015685 0.0012133700655632938 0.00096706129503693159 0.00074559734607367403 0.0011189063117894305 0.0012926160291890337 0.00083076577962447123 0.0014631710556137897 0.0013463427191758913 0.001182420274513013 0.00026709803698053583 0.0011959995487852058 0.00089218467455210392 0.0010196711852120299 0.0010578515431674139 0.000908574050861348 0.00049249035780164492 0.0010275122341705262 0.0010438096927321754 0.0010438404061910082 0.00094818208127931108 0.0012038437014543859 0.0011453062123853324 0.00096854104053048149 0.0011391241040306832
leaf_weight=53 56 79 56 65 83 66 97 73 68 56 60 523 80 57 57 97 54 61 52 73 66 102 69 81 67 52 56
leaf_count=53 56 79 56 65 83 66 97 73 68 56 60 523 80 57 57 97 54 61 52 73 66 102 69 81 67 52 56
internal_value=0 0.000651975 0.00073028 0.000960053 0.00112823 0.000509415 0.00117141 0.00106221 0.0010334 0.00119432 0.00117543 0.00115964 0.000426312 0.00132871 0.000764796 0.00114342 0.00119307 0.00103793 0.000356156 0.00116351 0.00112821 0.00106034 0.00107839 0.00112069 0.00102444 0.00106836 0.00107783
internal_weight=0 577 498 244 1782 254 1077 705 578 919 806 753 188 113 113 693 127 158 132 596 131 510 427 239 188 119 158
internal_count=2359 577 498 244 1782 254 1077 705 578 919 806 753 188 113 113 693 127 158 132 596 131 510 427 239 188 119 158
is_linear=0
shrinkage=0.0032998


Tree=6719
num_leaves=15
num_cat=0
split_feature=10 160 14 0 14 16 52 9 52 12 12 13 0 42
split_gain=0.292556 0.0998842 0.102372 0.146746 0.380728 0.135223 0.296484 0.111064 0.102297 0.221144 0.102207 0.103653 0.0854924 0.0790969
threshold=-0.089679999999999982 -0.54856499999999986 -0.10708499999999999 -0.13740499999999997 1.0000000180025095e-35 -0.34140499999999996 -0.065699999999999981 -1.0000000180025095e-35 0.10347000000000002 0.087515000000000023 0.09697500000000002 -0.013359999999999999 -0.095869999999999983 0.088655000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -5 10 -10 12 -12 -9 -11
right_child=1 2 3 7 -6 6 -8 8 9 13 11 -13 -14 -15
leaf_value=-0.0076691895348711715 0.011346179965826745 0.0094078041392808738 0.0018241098758656085 -0.0034835627508277072 0.012152458138067436 0.00010183305344274765 -0.016183887016732616 0.0096266272684033538 -0.0060040310150535981 0.0076197107332547321 -0.0018879586465028642 0.0048433913673801114 0.0051208288090491567 0.0014929281017067473
leaf_weight=62 52 91 90 52 58 76 54 135 80 107 113 151 1101 137
leaf_count=62 52 91 90 52 58 76 54 135 80 107 113 151 1101 137
internal_value=0 0.00403654 0.00386643 0.00363149 1.66131e-05 -0.00317467 -0.00664919 0.00416621 0.00438528 0.00166518 0.00497162 0.00195536 0.00561442 0.00418704
internal_weight=0 2297 2245 2154 278 220 130 1876 1824 324 1500 264 1236 244
internal_count=2359 2297 2245 2154 278 220 130 1876 1824 324 1500 264 1236 244
is_linear=0
shrinkage=0.16829


Tree=6720
num_leaves=23
num_cat=0
split_feature=4 3 1 1 15 15 4 150 3 124 3 1 51 49 4 15 42 151 133 160 1 160
split_gain=7.26295 1.90943 1.57106 0.399387 0.368589 0.301776 0.286068 0.264488 0.267821 0.204235 0.240534 0.186744 0.314856 0.246703 0.350097 0.144043 0.139102 0.119393 0.116761 0.101531 0.0745386 0.0724452
threshold=0.30163500000000004 -0.048154999999999996 0.10384000000000002 0.13702500000000004 -0.12431499999999999 -0.4680149999999999 0.016695000000000005 0.085825000000000012 0.0045450000000000013 -0.080389999999999989 0.091170000000000015 0.088340000000000016 0.055195000000000008 -0.0087699999999999983 -0.15618499999999999 -0.0070899999999999991 -0.0060199999999999993 -0.076249999999999984 0.092845000000000011 -0.080934999999999993 0.079020000000000021 -0.012529999999999998
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 4 9 5 -1 -2 11 8 -4 -3 20 13 15 -6 -15 -13 -17 -7 21 -16 -11 -8
right_child=3 2 7 -5 6 17 18 -9 -10 10 -12 12 -14 14 19 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0011024495887549069 0.00055852913830499147 0.00063693141263321154 0.0003304989604850406 7.0902357402922097e-05 0.0010911928968771226 0.00014608664530153882 0.00072718177934066842 0.00022349400672998967 0.00065696153059008669 0.00085636602870765464 0.00071995534660809855 0.00074650018638016985 0.00060069681674380037 0.00064804173465076527 0.00099995213723987541 0.00077923149684142978 0.00097601349024935562 0.00035047173813316655 0.00065992047927875539 0.00091039564579947698 0.0010156491932640716 0.00088626629685734256
leaf_weight=96 55 61 53 78 96 54 52 57 58 65 90 67 52 52 184 55 158 76 67 707 74 94
leaf_count=96 55 61 53 78 96 54 52 57 58 65 90 67 52 52 184 55 158 76 67 707 74 94
internal_value=0 0.000850818 0.000661662 0.000269505 0.000902365 0.000353049 0.000890216 0.00040732 0.0005014 0.000808884 0.000854534 0.000907848 0.00083863 0.000929932 0.000913478 0.000882692 0.000925367 0.000265844 0.000776562 0.000928929 0.000941418 0.000829847
internal_weight=0 2138 458 263 1680 185 1584 168 111 290 229 1371 332 1039 943 280 213 130 213 891 139 146
internal_count=2401 2138 458 263 1680 185 1584 168 111 290 229 1371 332 1039 943 280 213 130 213 891 139 146
is_linear=0
shrinkage=0.0032998


Tree=6721
num_leaves=19
num_cat=0
split_feature=1 3 16 47 160 0 1 457 3 3 15 0 1 0 12 42 160 12
split_gain=8.07804 2.18578 0.938069 0.636186 0.496019 0.565926 0.488609 0.540064 0.419742 0.416418 0.402275 0.187936 0.168802 0.281255 0.249277 0.187833 0.172245 0.149087
threshold=0.10141500000000002 -0.049204999999999992 -0.075434999999999988 0.09717000000000002 -0.54119499999999987 0.056265000000000009 0.13301500000000002 0.079590000000000008 0.0025650000000000004 0.09037000000000002 -0.15150999999999998 -0.034179999999999995 0.08845500000000002 -0.090889999999999985 0.091545000000000015 -0.09547499999999999 -0.064629999999999979 0.09283000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 -1 9 7 8 -3 10 -6 -4 14 -14 15 -12 -15 -16
right_child=1 3 11 -5 5 -7 -8 -9 -10 -11 12 -13 13 16 17 -17 -18 -19
leaf_value=0.0013320074805162265 0.00056010171467870123 0.00038640474067469966 0.0010875623246756887 0.00070968644736407337 0.0013135376362998002 0.00073699224195182805 0.00016835502765852168 0.00016871331783278504 0.00075229568637838451 0.00079562735100785541 0.00093126443255649128 0.00083909163228828697 0.00076204686951369829 0.00084557707287064357 0.0008289518610366469 0.0010958927441481569 0.0010679733558580408 0.0010067180747183727
leaf_weight=57 87 72 91 68 58 76 101 53 66 80 87 55 64 52 64 780 162 328
leaf_count=57 87 72 91 68 58 76 101 53 66 80 87 55 64 52 64 780 162 328
internal_value=0 0.000583087 0.000832264 0.000421716 0.00102707 0.00101713 0.000354534 0.000452801 0.000561651 0.00102982 0.00104154 0.000994202 0.00103125 0.000956198 0.0010478 0.00107941 0.0010141 0.000977785
internal_weight=0 593 233 360 1808 1751 292 191 138 1675 1595 146 1537 278 1259 867 214 392
internal_count=2401 593 233 360 1808 1751 292 191 138 1675 1595 146 1537 278 1259 867 214 392
is_linear=0
shrinkage=0.0032998


Tree=6722
num_leaves=23
num_cat=0
split_feature=1 3 39 4 3 1 1 157 47 50 1 150 16 50 13 42 16 16 48 43 4 1
split_gain=11.579 2.15091 2.12976 1.56454 1.04656 0.950865 0.891116 0.594024 0.560228 0.510211 0.433232 0.873899 0.362519 0.338034 0.328005 0.289711 0.247277 0.243278 0.442211 0.196003 0.188212 0.105757
threshold=0.10752500000000002 -0.049204999999999992 0.081875000000000017 0.30163500000000004 0.10323000000000002 0.14641500000000005 0.094165000000000013 -0.084639999999999979 0.090100000000000013 1.0000000180025095e-35 0.085720000000000005 0.081245000000000026 0.0086100000000000013 0.090150000000000022 -0.083739999999999995 0.086855000000000016 0.26753000000000005 -0.4058199999999999 0.082665000000000016 -0.0019149999999999998 -0.0087849999999999977 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 8 -4 20 17 10 12 16 19 -11 -15 -14 -12 -3 -19 -9 -1 -16
right_child=1 5 6 -5 -6 -7 -8 9 -10 13 11 -13 15 14 21 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0015508794567351855 0.0012127469837069779 0.00059608921568527937 0.0010869910200246179 0.00053498950744320165 0.00082543991578263047 4.4628996220293528e-05 0.00052926658838842687 0.0012986084416683472 0.00083400728042804526 0.0015497619662275957 0.0011121852876896489 0.00072551033836242387 0.00098668076688441272 0.0014508008322341713 0.001325009412453217 0.0012336627070500521 0.0013780520691470267 0.00014268497559269589 0.00056634505085446994 0.00118639452710566 0.0013124718680593576 0.0011367801297208181
leaf_weight=87 89 72 59 64 66 53 67 569 53 73 144 59 107 91 52 105 54 56 52 256 67 106
leaf_count=87 89 72 59 64 66 53 67 569 53 73 144 59 107 91 52 105 54 56 52 256 67 106
internal_value=0 0.000613466 0.00120649 0.000929471 0.001235 0.000444291 0.000790703 0.00125025 0.000535051 0.00123145 0.00120195 0.00107955 0.00123225 0.00134988 0.00129113 0.00110917 0.00118487 0.000446829 0.000346996 0.00126383 0.00144739 0.00119895
internal_weight=0 439 1962 153 1836 286 126 1770 233 1616 1294 257 1037 322 249 212 198 180 108 825 154 158
internal_count=2401 439 1962 153 1836 286 126 1770 233 1616 1294 257 1037 322 249 212 198 180 108 825 154 158
is_linear=0
shrinkage=0.0032998


Tree=6723
num_leaves=21
num_cat=0
split_feature=12 13 4 4 147 151 4 51 456 4 43 16 16 159 2 160 16 16 16 2
split_gain=0.315854 0.301352 0.253954 0.237746 0.193568 0.180856 0.175105 0.155572 0.106158 0.103776 0.12619 0.0769967 0.161053 0.193334 0.13088 0.105837 0.107436 0.0844761 0.0727268 0.0443907
threshold=0.083725000000000008 0.084330000000000016 -0.21586499999999997 -0.077679999999999985 0.086575000000000013 0.0031850000000000003 0.36766000000000004 0.088440000000000005 0.08733500000000001 0.51326500000000019 -0.073404999999999984 0.0048200000000000005 0.26753000000000005 -0.081944999999999976 0.090175000000000019 0.089965000000000017 -0.0090499999999999973 0.41134500000000007 -0.042349999999999992 0.10486500000000001
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 2 -1 -4 7 6 8 9 11 10 -5 15 13 -13 -15 16 18 -14 -2 -19
right_child=5 -3 3 4 -6 -7 -8 -9 -10 -11 -12 12 17 14 -16 -17 -18 19 -20 -21
leaf_value=0.011009359982762973 0.0057051808886239208 -0.010007944917158789 -0.0074870351863655198 0.0025043880135533899 -0.0064200698566391811 0.015232366594025408 -0.0033415182394837921 -0.002923600662604399 0.011527848501045011 -0.0007617383624315999 0.0093685839946687065 0.0077892774407984566 0.012003019631852994 -0.010655969270792261 0.0008104249624821708 0.011856699865647623 0.011207732636478002 0.00056288842030674177 0.0010108386714545942 0.0066318557627847059
leaf_weight=89 795 58 75 131 59 56 61 80 88 67 183 54 58 52 61 87 92 55 107 93
leaf_count=89 795 58 75 131 59 56 61 80 88 67 183 54 58 52 61 87 92 55 107 93
internal_value=0 0.00163244 0.00262212 0.00136454 0.00264466 0.0058133 0.00548313 0.00380869 0.00583339 0.00522701 0.00651058 0.00548751 0.00339205 -0.000481798 -0.00445025 0.00620889 0.00571276 0.00654121 0.00515031 0.00438864
internal_weight=0 742 684 595 520 1659 1603 461 1542 381 314 1454 373 167 113 1081 994 206 902 148
internal_count=2401 742 684 595 520 1659 1603 461 1542 381 314 1454 373 167 113 1081 994 206 902 148
is_linear=0
shrinkage=0.16829


Tree=6724
num_leaves=19
num_cat=0
split_feature=3 3 3 50 50 376 48 1375 52 1212 3 0 1212 13 13 43 3 1
split_gain=0.200303 0.14904 0.102657 0.0993344 0.256768 0.116206 0.117031 0.127127 0.130926 0.192991 0.174786 0.153594 0.126728 0.117272 0.0905134 0.158254 0.0663004 0.0660327
threshold=0.10323000000000002 0.12991000000000003 0.31343500000000007 1.0000000180025095e-35 0.089915000000000009 0.084985000000000019 -0.081604999999999997 -0.088929999999999981 0.088785000000000017 0.041590000000000009 -0.084524999999999975 -0.14076499999999997 0.080440000000000011 0.0019650000000000002 -0.083739999999999995 -0.011154999999999998 -0.081644999999999981 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 -1 -8 9 11 -11 -9 13 -10 16 17 -6 -16
right_child=1 2 -4 4 14 -7 7 8 12 10 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.011071247958041945 -0.0070461527616747302 0.0075970336629642482 -0.0015740795831062841 0.015285892597253929 0.012540433439839628 0.011099555802472452 0.011362966075177635 -0.0029885376755952307 0.0058372346807979642 -0.0081089503957507796 0.0035019624596359504 0.0035639035260266769 0.011993495600668227 -0.0014226978360728621 0.0029571762633530084 0.0075322254626030869 0.0048500154763607608 -0.0048003688673274808
leaf_weight=55 77 58 85 78 56 58 52 114 267 94 60 892 70 82 55 101 76 71
leaf_count=55 77 58 85 78 56 58 52 114 267 94 60 892 70 82 55 101 76 71
internal_value=0 -0.00107147 0.00213311 0.00425011 0.00652432 0.00367922 0.00342289 0.00316388 0.00289272 0.0019693 -0.00357355 0.00281959 0.00544493 0.00412631 0.00461569 0.0025664 0.00812623 -0.00139988
internal_weight=0 220 143 2181 437 1744 1686 1631 1579 1160 154 1006 419 349 359 227 132 126
internal_count=2401 220 143 2181 437 1744 1686 1631 1579 1160 154 1006 419 349 359 227 132 126
is_linear=0
shrinkage=0.16829


Tree=6725
num_leaves=14
num_cat=0
split_feature=15 1209 1455 376 131 43 123 12 150 50 51 49 15
split_gain=0.153644 0.123064 0.124809 0.158116 0.150724 0.129613 0.104186 0.17323 0.0987101 0.0853828 0.0829472 0.0798166 0.0170717
threshold=0.14344000000000004 -0.083969999999999989 0.068185000000000009 0.084985000000000019 0.023795 -0.048514999999999996 0.085575000000000012 -0.088294999999999985 0.10375000000000002 0.08882000000000001 -0.039729999999999994 0.0040150000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 9 7 -3 -9 10 -6 12 -4
right_child=-2 2 11 -5 5 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=0.011953456956125885 -0.004477676197716436 -0.0054145383753409215 0.0036949270608862355 0.01089460459536596 0.0087614492483086993 0.013854958667850114 0.0097366363666263334 0.0022566364891519891 0.0078447316934303207 0.011101346387409556 0.0019341212546503633 0.013750746956310156 0.0079231513850459203
leaf_weight=54 62 80 59 78 68 54 54 1397 96 53 199 52 54
leaf_count=54 62 80 59 78 68 54 54 1397 96 53 199 52 54
internal_value=0 0.00399894 0.00380672 0.00345166 0.00316063 0.00621015 0.00245853 0.00220753 0.00261715 0.00491448 0.00367965 0.00826959 0.00573139
internal_weight=0 2298 2244 2079 2001 374 1627 1573 1493 320 267 165 113
internal_count=2360 2298 2244 2079 2001 374 1627 1573 1493 320 267 165 113
is_linear=0
shrinkage=0.16829


Tree=6726
num_leaves=14
num_cat=0
split_feature=15 13 39 147 48 14 49 15 15 43 15 159 13
split_gain=8.05437 4.01279 2.91452 1.33052 0.784615 0.738034 0.641787 0.608686 0.455705 0.388793 0.355863 0.306805 0.196605
threshold=-0.24269999999999997 -0.16392499999999996 0.081875000000000017 0.089365000000000014 0.092265000000000014 0.076175000000000007 0.12748500000000004 -0.050004999999999994 -0.035449999999999988 -0.049914999999999994 0.12241500000000001 0.079755000000000006 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 5 7 6 8 -4 11 -1 -10 -3 -11
right_child=1 2 4 -5 -6 -7 -8 -9 10 12 -12 -13 -14
leaf_value=0.00072499985273776608 0.00096946179787125411 0.0015922334696583846 0.0015844602509402133 0.0012117338745435274 0.00089816679201975885 0.0020807024626356284 0.0013773807158500143 0.0011137015985535829 0.0017561075424124548 0.00090663080489957739 0.0014720550964886642 0.0017899086731608216 0.0011722468583922211
leaf_weight=72 100 488 71 63 52 55 70 53 1050 67 52 108 59
leaf_count=72 100 488 71 63 52 55 70 53 1050 67 52 108 59
internal_value=0 0.00161587 0.0016472 0.00168515 0.00124033 0.00170149 0.00168967 0.00138353 0.00170252 0.000920087 0.00174274 0.00162811 0.00103129
internal_weight=0 2162 2062 1886 176 1823 1768 124 1698 198 1102 596 126
internal_count=2360 2162 2062 1886 176 1823 1768 124 1698 198 1102 596 126
is_linear=0
shrinkage=0.0032998


Tree=6727
num_leaves=14
num_cat=0
split_feature=15 31 0 15 147 0 0 15 0 0 15 133 15
split_gain=0.114072 0.151884 0.122017 0.476303 0.144378 0.142016 0.109389 0.247779 0.137911 0.193928 0.146816 0.128555 0.0795927
threshold=0.13673000000000005 -0.067479999999999984 -0.00077999999999999999 -0.032704999999999991 0.089365000000000014 0.11026000000000001 -0.14989499999999997 -0.087734999999999994 -0.13513499999999998 -0.11208499999999998 -0.092969999999999983 0.024130000000000002 -0.19301999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -5 7 12 10 -10 -8 -11 -3
right_child=-2 2 3 5 -6 -7 8 -9 9 11 -12 -13 -14
leaf_value=0.013247781141159379 -0.0024521802009110699 0.0086790439769546084 -0.011755821345250134 -0.00084391083362069061 -0.0029627433409358242 0.0097402693793190356 0.0050561180523892423 0.017188730122904592 0.014189862102082078 0.0059358576731395234 -0.0070708999725630712 0.0028812677061367496 -0.00055852495551326283
leaf_weight=56 67 52 63 58 66 93 56 66 63 935 57 675 53
leaf_count=56 67 52 63 58 66 93 56 66 63 935 57 675 53
internal_value=0 0.00457537 0.00435746 0.000526581 0.00476182 0.00566292 0.00502325 0.00910038 0.00463188 0.0050164 -0.00104515 0.00465632 0.00399916
internal_weight=0 2293 2237 214 2023 151 1957 171 1786 1673 113 1610 105
internal_count=2360 2293 2237 214 2023 151 1957 171 1786 1673 113 1610 105
is_linear=0
shrinkage=0.16829


Tree=6728
num_leaves=14
num_cat=0
split_feature=10 1 402 52 2 13 13 1 13 133 52 43 1
split_gain=0.179389 0.166713 0.114838 0.11721 0.116897 0.187475 0.122186 0.114981 0.0943098 0.0796442 0.081498 0.0660838 0.041146
threshold=0.058500000000000003 0.14426500000000003 0.12629000000000004 0.49868000000000007 0.10859000000000001 -0.099039999999999975 -0.091914999999999983 0.10871500000000002 -0.10899499999999999 -0.040449999999999993 -0.10271999999999999 -0.069944999999999993 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 12 -7 -8 -6 -10 -11 -5 -1
right_child=-2 -3 -4 11 8 6 7 -9 9 10 -12 -13 -14
leaf_value=0.01375476693639126 -0.0057594080379021204 0.011737403935370103 0.010760996480816805 0.0047644159097209203 -0.0043743766661042552 -0.0035578826995105854 0.0032108009705341372 0.0096729663816141204 -0.0041285622374431681 -0.0011767714945931575 0.0051116113364935529 0.012678367774625698 0.007110348662385549
leaf_weight=55 56 74 62 65 87 71 1379 83 52 86 179 57 54
leaf_count=55 56 74 62 65 87 71 1379 83 52 86 179 57 54
internal_value=0 0.00386815 0.00360621 0.00340077 0.00309723 0.00372838 0.00324719 0.0035789 0.00052755 0.00187854 0.00306407 0.00847664 0.0104795
internal_weight=0 2304 2230 2168 2046 1642 1533 1462 404 317 265 122 109
internal_count=2360 2304 2230 2168 2046 1642 1533 1462 404 317 265 122 109
is_linear=0
shrinkage=0.16829


Tree=6729
num_leaves=19
num_cat=0
split_feature=10 15 2 15 1 2 4 52 15 15 12 159 52 52 1 48 13 12
split_gain=0.124171 0.19218 0.141765 0.195341 0.1733 0.170049 0.129643 0.114893 0.106425 0.158185 0.116473 0.102505 0.172243 0.238562 0.141445 0.226939 0.12997 0.0696483
threshold=0.058500000000000003 -0.4680149999999999 0.11736500000000001 -0.029334999999999996 0.11000000000000001 0.14870000000000003 0.062150000000000004 -0.013914999999999999 0.090000000000000011 0.092250000000000013 0.090045000000000014 0.04105000000000001 -0.066329999999999986 -0.092264999999999986 0.089475000000000013 0.087365000000000012 -0.097519999999999982 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 8 6 -4 -6 11 -10 -11 14 13 -13 16 -16 -3 -12
right_child=-2 2 3 -5 7 -7 -8 -9 9 10 17 12 -14 -15 15 -17 -18 -19
leaf_value=0.012393542612710131 -0.0047901585245645429 0.010326718230041769 0.0055132418291988887 -0.0080214340640088842 0.0044975761616505737 0.0096825793298358012 -0.0051253861572652347 0.013809577798866097 0.011779687902807187 0.0091042601409229984 -0.00077273983643127726 0.0081873150331539281 0.013853167658575843 -0.0048644199783279465 -0.0043539486977451775 0.0063599744899566785 0.0022195366968308901 0.0056792073880852188
leaf_weight=63 56 60 52 74 80 59 86 72 88 79 134 99 55 66 212 76 876 73
leaf_count=63 56 60 52 74 80 59 86 72 88 79 134 99 55 66 212 76 876 73
internal_value=0 0.00321771 0.00295895 -0.000644325 0.00345554 0.00211765 -0.00110361 0.00892034 0.00299765 0.00553123 0.00360235 0.0023402 0.00568826 0.00295573 0.00173696 -0.00152043 0.00274115 0.00149391
internal_weight=0 2304 2241 271 1970 197 138 152 1818 374 286 1444 220 165 1224 288 936 207
internal_count=2360 2304 2241 271 1970 197 138 152 1818 374 286 1444 220 165 1224 288 936 207
is_linear=0
shrinkage=0.16829


Tree=6730
num_leaves=13
num_cat=0
split_feature=41 15 11 10 43 3 51 151 52 0 43 133
split_gain=0.28069 0.530788 0.434332 0.231237 0.263126 0.156661 0.107156 0.124779 0.106701 0.0976048 0.0632603 0.0535506
threshold=0.07882500000000002 -0.071614999999999984 1.0000000180025095e-35 -1.0000000180025095e-35 -0.12584499999999996 -0.10919499999999999 0.14305000000000004 0.10280000000000002 -0.16371499999999997 0.12113000000000002 -0.16802999999999998 0.048240000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 10 -6 7 8 -7 -4 11 -5
right_child=1 -3 9 4 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0058513453181108233 0.0064220203613575329 -0.017073681505004719 0.015817899376956719 0.010186063763008506 -0.0066559893268509588 -0.00079201906792070187 -0.0047941991845641928 -0.0051932479318696906 0.0033593702098795477 0.0064239566699436064 0.013959488229453931 0.0029056990881902293
leaf_weight=94 52 57 82 63 56 198 57 56 1488 52 52 54
leaf_count=94 52 57 82 63 56 198 57 56 1488 52 52 54
internal_value=0 -0.00584824 0.00289108 0.00230217 0.00268173 0.0021013 0.0023749 0.00261051 0.00287077 0.0121859 0.00904211 0.00684125
internal_weight=0 109 2252 2118 2024 1855 1799 1742 1686 134 169 117
internal_count=2361 109 2252 2118 2024 1855 1799 1742 1686 134 169 117
is_linear=0
shrinkage=0.16829


Tree=6731
num_leaves=23
num_cat=0
split_feature=1 1 123 16 2 0 2 2 159 16 3 2 2 3 159 16 0 0 16 402 3 42
split_gain=15.0756 2.65278 1.43423 1.11032 0.613609 0.690183 0.357378 0.297026 0.250177 0.259546 0.422342 0.24183 0.248898 0.220654 0.179426 0.171669 0.225632 0.158346 0.129787 0.115269 0.114967 0.0412314
threshold=0.10915500000000002 0.13662500000000002 1.0000000180025095e-35 0.055635000000000011 0.092120000000000021 -0.14151499999999997 0.14823500000000003 0.10045500000000002 0.08351500000000002 0.52822500000000006 -0.097224999999999992 0.074875000000000011 0.083175000000000013 -0.116045 -0.085684999999999997 -0.046599999999999996 -0.082784999999999984 -0.077334999999999987 -0.082354999999999984 0.087360000000000007 0.12178000000000001 0.085315000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 11 -6 -3 -2 9 10 -7 15 -13 -14 -15 18 -17 -12 -1 -16 -9 -20
right_child=1 6 -4 -5 5 8 -8 20 -10 -11 17 12 13 14 19 16 -18 -19 21 -21 -22 -23
leaf_value=0.0012640023102551377 0.00083643185310708834 0.00040126248616336108 0.00089909133389946925 0.001140143489445493 0.00094734817023655346 0.00095604321136274041 5.8226562633389898e-05 0.00049888262321109739 0.00144728392861626 0.0014363872181639499 0.0011731632862657815 0.0016147028995083185 0.0011711765726200656 0.0015716391925678877 0.0013990087910763041 0.0010455974970870986 0.001309595976576155 0.0013181544912600628 0.0015011712353020278 0.0012733771977501483 0.0006990252677859188 0.0013615960790438245
leaf_weight=98 74 64 93 73 79 59 69 85 84 71 144 55 53 61 565 60 93 215 58 101 52 55
leaf_count=98 74 64 93 73 79 59 69 85 84 71 144 55 53 61 565 60 93 215 58 101 52 55
internal_value=0 0.000608526 0.00130014 0.000788685 0.00132027 0.00123822 0.000223561 0.000666923 0.00127826 0.00124915 0.00121726 0.00136487 0.00139634 0.0013809 0.00139614 0.00129257 0.0012063 0.00126009 0.00135497 0.00138001 0.000575106 0.00143355
internal_weight=0 417 1944 284 1851 652 133 211 573 489 418 1199 835 780 727 364 153 359 211 666 137 113
internal_count=2361 417 1944 284 1851 652 133 211 573 489 418 1199 835 780 727 364 153 359 211 666 137 113
is_linear=0
shrinkage=0.0032998


Tree=6732
num_leaves=20
num_cat=0
split_feature=3 15 3 147 41 376 11 0 51 43 0 13 43 3 0 43 3 3 1427
split_gain=6.26134 2.51473 1.43895 0.833842 0.677214 0.603789 0.441636 0.829024 0.29566 0.293762 0.258678 0.258503 0.213846 0.199097 0.178537 0.174149 0.170576 0.148115 0.141788
threshold=-0.058704999999999993 -0.24269999999999997 0.30112000000000005 1.0000000180025095e-35 0.07882500000000002 0.083960000000000021 1.0000000180025095e-35 -0.037794999999999995 -0.21268499999999999 -0.049364999999999992 -0.11169999999999998 0.094590000000000021 -0.088349999999999998 0.10323000000000002 -0.097074999999999981 0.065040000000000014 -0.0053599999999999993 -0.081129999999999994 0.078535000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 3 5 6 9 7 8 -1 12 -2 -8 -3 16 17 18 -11 -10 -16
right_child=1 2 -4 -5 -6 -7 11 -9 14 13 -12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.00072006120287572732 0.00030163416085828443 0.00078455195944119411 0.00012294336265125875 0.0002898104742403783 0.00059129718942385352 0.00040885768538582323 0.0012393529474913907 0.00054453475180789095 0.00065726499663427149 0.00074815815674952998 8.8691072901622563e-06 0.00093985181358474039 0.00048386647913805996 0.00069288735155518936 0.00094607108108231647 0.00078663623050257521 0.00097796365551655216 0.00090073816234505168 0.00076589348147779234
leaf_weight=93 52 52 58 54 82 56 63 75 53 53 90 66 53 69 1071 93 116 60 52
leaf_count=93 52 52 58 54 82 56 63 75 53 53 90 66 53 69 1071 93 116 60 52
internal_value=0 0.00050509 0.000613053 0.000675727 0.000885143 0.000727868 0.00089994 0.000883849 0.000901721 0.000779848 0.000116327 0.00108639 0.000633113 0.000844436 0.000914406 0.00092623 0.000906103 0.000786855 0.000937759
internal_weight=0 653 511 453 1708 399 1626 1497 1422 343 142 129 105 238 1329 1216 169 113 1123
internal_count=2361 653 511 453 1708 399 1626 1497 1422 343 142 129 105 238 1329 1216 169 113 1123
is_linear=0
shrinkage=0.0032998


Tree=6733
num_leaves=21
num_cat=0
split_feature=10 41 4 1 1 49 1 394 1213 484 42 15 13 131 1 13 159 15 42 13
split_gain=0.246081 0.220567 0.17536 0.161166 0.162247 0.132838 0.127935 0.11618 0.106239 0.106861 0.149568 0.193656 0.132035 0.0960148 0.20467 0.121116 0.0899575 0.0748204 0.0395097 0.0389262
threshold=-0.092019999999999977 0.07882500000000002 -0.080659999999999996 0.096300000000000011 0.092550000000000007 0.018515000000000004 0.083250000000000005 -0.068564999999999987 -0.086394999999999986 -0.081554999999999989 0.080060000000000006 0.087720000000000006 -0.013359999999999999 0.096455000000000013 0.11646000000000002 -0.076289999999999983 -0.21685999999999997 0.11162500000000002 0.087495000000000003 -0.050754999999999995
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 2 7 4 6 13 16 -2 -9 -10 12 -12 -11 14 15 -5 -4 -18 -16 -8
right_child=1 -3 3 5 -6 -7 19 8 9 10 11 -13 -14 -15 18 -17 17 -19 -20 -21
leaf_value=-0.0073149196793688646 -2.108346322800349e-05 -0.0038933265013109623 -0.0010821910820143208 0.0057702185907876321 0.011749999309154413 -0.0059150631199695065 -0.0024408958010641345 0.0015647913736137108 0.0011809550247328751 -0.00016871091330971825 0.021364647923718574 0.0073005674319772665 0.0088487708262920215 -0.0047917142930837611 0.00934737538056973 -0.0033625661562778505 0.0047199890015151647 0.011033741401899493 0.0035985635292841676 0.002743987351473685
leaf_weight=57 67 99 70 58 79 73 103 78 54 55 57 55 269 53 104 141 711 58 52 68
leaf_count=57 67 99 70 58 79 73 103 78 54 55 57 55 269 53 104 141 711 58 52 68
internal_value=0 0.00386819 0.00421748 0.00326075 0.00439425 0.00069074 0.00381712 0.0065801 0.00736192 0.00828106 0.00915631 0.0144742 0.00731248 0.00187706 0.00287775 -0.000691721 0.00467237 0.00519853 0.00744262 -0.000368565
internal_weight=0 2304 2205 1570 1089 481 1010 635 568 490 436 112 324 408 355 199 839 769 156 171
internal_count=2361 2304 2205 1570 1089 481 1010 635 568 490 436 112 324 408 355 199 839 769 156 171
is_linear=0
shrinkage=0.16829


Tree=6734
num_leaves=29
num_cat=0
split_feature=4 12 3 3 12 3 4 16 42 3 4 12 4 3 12 12 42 12 16 0 42 157 157 16 52 3 12 13
split_gain=12.9434 4.35957 1.43508 1.08614 1.03424 1.02905 0.572759 0.791554 0.562371 0.33575 0.365167 0.240455 0.239693 0.517918 0.24623 0.221232 0.229719 0.184691 0.165879 0.149217 0.121676 0.107465 0.124553 0.103457 0.0818487 0.126137 0.0745713 0.0466146
threshold=0.30163500000000004 0.054520000000000006 0.14363500000000004 0.13524500000000003 0.09697500000000002 -0.0072299999999999994 -0.029369999999999997 -0.054549999999999994 0.086700000000000013 -0.058704999999999993 0.053455000000000009 -0.083994999999999986 -0.080164999999999986 -0.095764999999999989 0.09202500000000001 0.091735000000000025 0.089005000000000015 0.094185000000000005 -0.50942999999999994 -0.086984999999999993 0.083385000000000015 -0.079594999999999985 -0.087424999999999989 0.0060650000000000009 -0.080429999999999988 -0.087979999999999989 0.095330000000000012 -0.05176999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 12 11 -7 -8 18 10 24 -1 15 -14 21 16 19 -16 -2 -3 -21 22 -15 -23 -6 -26 -19 -27
right_child=3 4 -4 -5 9 6 7 -9 -10 -11 -12 -13 13 14 17 -17 -18 26 -20 20 -22 23 -24 -25 25 27 -28 -29
leaf_value=0.000769098065716474 0.00095732157365908575 0.0016478265545696784 0.00055779716974125129 0.00016514604727589351 0.0014429354854129785 0.0014771899998479838 0.0013310057436076031 0.00080164602374306561 0.00046173788371919162 0.0010339982450903974 0.0010600121141010419 0.0010313370204240529 0.0011326249273851488 0.001433181100745716 0.0012201827146478457 0.0016570596352900964 0.0012735744411639441 0.0015158753847684808 0.0006895505809481799 0.0015075013171228187 0.0013393251115981903 0.0014645251625310931 0.0016436686769871691 0.0013117612691196814 0.0011747684551835452 0.0014489626004752214 0.0013361067835087701 0.00130408940415864
leaf_weight=79 52 65 62 65 76 79 77 52 86 69 61 77 70 58 92 85 59 55 52 205 67 348 77 62 57 53 58 63
leaf_count=79 52 65 62 65 76 79 77 52 86 69 61 77 70 58 92 85 59 55 52 205 67 348 77 62 57 53 58 63
internal_value=0 0.00132147 0.00102301 0.000534067 0.00139712 0.00110215 0.00125453 0.00111789 0.000660091 0.00124475 0.00129155 0.000898762 0.00144149 0.00140649 0.00143201 0.00150107 0.00146749 0.00133266 0.000823775 0.00150134 0.00146621 0.00146931 0.0015535 0.00144151 0.00134813 0.00130627 0.00142392 0.00137059
internal_weight=0 2106 426 255 1680 364 208 129 190 379 310 156 1301 820 750 481 396 205 104 337 272 545 135 410 249 173 113 116
internal_count=2361 2106 426 255 1680 364 208 129 190 379 310 156 1301 820 750 481 396 205 104 337 272 545 135 410 249 173 113 116
is_linear=0
shrinkage=0.0032998


Tree=6735
num_leaves=16
num_cat=0
split_feature=1 52 0 4 9 1 0 42 1456 0 0 484 3 1429 51
split_gain=0.206497 0.143664 0.145051 0.138298 0.137705 0.171688 0.251174 0.167669 0.14825 0.123632 0.121279 0.110555 0.215048 0.108152 0.0343979
threshold=0.13630500000000004 -0.53454499999999994 0.13134000000000004 0.50373500000000015 0.037245000000000007 0.085595000000000018 -0.029554999999999994 0.10947000000000003 -0.077349999999999988 -0.087344999999999992 -0.22607999999999998 0.082450000000000009 -0.053499999999999992 0.083780000000000007 -0.099134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 4 -2 5 8 7 10 9 -3 -7 12 -10 -13 -1
right_child=3 2 -4 -5 -6 6 -8 -9 11 -11 -12 13 -14 -15 -16
leaf_value=0.012887764052457734 0.0029038405724999272 -0.0072650664725445345 0.012252116300765944 -0.0081971400231643336 0.011580376307549567 -0.0033529292270930724 -0.0088852867012863927 -0.0057516734904822986 0.0036804586662456495 0.0035297652568267194 0.0039953656722029321 0.0056436761980259422 0.01188323031644261 0.015523072183904116 0.0071269760967185587
leaf_weight=55 61 52 56 66 59 72 63 67 895 71 531 77 101 54 68
leaf_count=55 61 52 56 66 59 72 63 67 895 71 531 77 101 54 68
internal_value=0 0.00411826 0.00378913 -0.00285103 0.00355616 0.00331651 0.00126822 0.00222563 0.0045162 -0.0010193 0.00311498 0.00512193 0.00451407 0.00972981 0.00971755
internal_weight=0 2221 2098 127 2042 1983 733 670 1250 123 603 1127 996 131 123
internal_count=2348 2221 2098 127 2042 1983 733 670 1250 123 603 1127 996 131 123
is_linear=0
shrinkage=0.16829


Tree=6736
num_leaves=16
num_cat=0
split_feature=2 42 13 14 16 1 42 42 0 1456 16 13 131 16 16
split_gain=0.163917 0.216938 0.151025 0.118837 0.138278 0.157134 0.17992 0.204226 0.161996 0.157746 0.28509 0.141214 0.128261 0.109842 0.130644
threshold=0.14307 0.093195000000000014 0.26746000000000009 -0.072219999999999993 0.41484500000000007 0.089625000000000024 0.10732000000000001 0.077855000000000021 -0.07409499999999998 -0.077349999999999988 -0.018199999999999997 0.0015850000000000003 0.089325000000000015 0.25032500000000008 0.058765000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 9 7 8 -7 10 -5 -6 -9 14 -11
right_child=1 -3 -4 4 11 6 -8 12 -10 13 -12 -13 -14 -15 -16
leaf_value=0.0090831647091578795 -0.0096415499467808318 0.0046888244654670263 0.01232636142449893 -0.011311079010308702 0.01258857173437067 0.0010065605860972464 -0.0083091876595849396 0.0093732069920781699 -0.0074367748585061648 0.003992471617245379 0.0053440836526150838 0.0021370155623072979 0.00089102121969350978 -0.0022330231646603277 0.010551033184068309
leaf_weight=94 64 56 53 54 82 225 62 109 90 1068 63 67 95 72 94
leaf_count=94 64 56 53 54 82 225 62 109 90 1068 63 67 95 72 94
internal_value=0 -0.00293907 0.00343839 0.00322098 0.00295532 0.00257297 0.00025529 0.00128187 -0.00140012 0.00356836 -0.00232756 0.00790094 0.00543198 0.00412883 0.00452457
internal_weight=0 120 2228 2175 2081 1932 581 519 315 1351 117 149 204 1234 1162
internal_count=2348 120 2228 2175 2081 1932 581 519 315 1351 117 149 204 1234 1162
is_linear=0
shrinkage=0.16829


Tree=6737
num_leaves=18
num_cat=0
split_feature=4 2 39 13 12 4 51 51 13 12 4 1455 160 474 51 13 4
split_gain=0.122799 0.179075 0.135784 0.118259 0.118486 0.10654 0.0965022 0.104853 0.0959525 0.0660475 0.0769176 0.146838 0.0565219 0.132857 0.119293 0.0461154 0.0352472
threshold=-0.15805499999999997 0.13631000000000001 0.10508500000000001 -0.0042049999999999995 0.085665000000000005 0.50373500000000015 -0.025359999999999997 -0.0084899999999999993 0.0015850000000000003 0.097240000000000007 -0.091674999999999993 0.083760000000000015 -0.082539999999999988 0.081755000000000008 -0.23823499999999997 -0.014449999999999999 0.00025000000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 -5 -3 8 -8 12 10 -9 -12 -2 14 -14 -11 -17
right_child=1 5 -4 4 -6 -7 7 9 -10 15 11 -13 13 -15 -16 16 -18
leaf_value=0.00081734868939540661 0.0028303782093713915 3.2627293864284507e-05 0.011024252697425652 0.013746644835333013 0.0038128654349743442 -0.009582244059716076 -0.005388397454496323 -0.0045960676370930169 -0.00085414469322804706 0.0076621300729008742 0.0023489075579308711 -0.005230552218154755 0.0094049890526154301 0.013039322022822736 -0.0016624165800057634 0.0048450492254527499 -0.00057750202462814591
leaf_weight=70 94 84 53 77 62 53 55 54 66 91 1177 77 57 82 53 89 54
leaf_count=70 94 84 53 77 62 53 55 54 66 91 1177 77 57 82 53 89 54
internal_value=0 0.00220696 0.00261029 0.00648659 0.00932868 -0.00367388 0.00238057 0.00182282 0.00490592 0.0020812 0.00161325 0.00188207 0.00624144 0.00790209 0.00405618 0.00468922 0.00278481
internal_weight=0 2139 2002 209 139 137 1949 1597 352 1542 1308 1254 286 192 110 234 143
internal_count=2348 2139 2002 209 139 137 1949 1597 352 1542 1308 1254 286 192 110 234 143
is_linear=0
shrinkage=0.16829


Tree=6738
num_leaves=16
num_cat=0
split_feature=31 4 52 2 3 13 9 1 52 1456 124 3 475 3 52
split_gain=0.12749 0.126116 0.149287 0.115376 0.107317 0.152379 0.133504 0.117308 0.178174 0.120814 0.101132 0.13185 0.0883378 0.0844421 0.0677712
threshold=-0.019269999999999999 -0.15805499999999997 0.024560000000000002 0.10136500000000002 0.12178000000000001 -0.42195999999999995 0.085555000000000006 0.083555000000000018 0.44892500000000007 -0.089834999999999984 -0.083584999999999979 -0.049509999999999992 -0.082549999999999998 -0.053499999999999992 -0.023079999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 9 10 -3 -9 -12 14 -14 -11
right_child=1 4 -4 -5 5 -7 -8 8 -10 12 11 -13 13 -15 -16
leaf_value=-0.0054307156193143195 -0.0019515394632521454 -0.0039021385799964266 0.013981341524425045 0.0076946789117106496 0.003981846141429682 -0.0079292523263865995 0.010696705802478073 0.0059337545700746232 0.0093859138339019346 0.012339064369643545 0.00039897751027033462 -0.0052496344761316814 0.0024972947338797037 0.0079003454364182553 0.0038431690289724334
leaf_weight=61 61 67 54 82 53 71 52 62 56 53 407 164 960 90 55
leaf_count=61 61 67 54 82 53 71 52 62 56 53 407 164 960 90 55
internal_value=0 0.00235648 0.00643103 0.0035673 0.00197156 -0.00282373 0.00227492 0.00204518 0.000285551 0.00303341 -0.000516699 -0.00122024 0.00343624 0.00296212 0.00802909
internal_weight=0 2287 197 143 2090 124 1966 1914 689 1225 633 571 1158 1050 108
internal_count=2348 2287 197 143 2090 124 1966 1914 689 1225 633 571 1158 1050 108
is_linear=0
shrinkage=0.16829


Tree=6739
num_leaves=12
num_cat=0
split_feature=402 401 40 4 2 0 12 12 4 159 0
split_gain=0.143799 0.184216 0.128267 0.155653 0.138786 0.114147 0.23557 0.138835 0.130635 0.0613077 0.0373393
threshold=0.10607000000000001 0.11061500000000002 -0.084904999999999994 -0.50388999999999984 -0.017044999999999998 0.0037850000000000002 0.087545000000000026 -0.09947499999999998 0.36766000000000004 0.090695000000000012 -0.15135999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 7 -7 -6 9 -9 -10
right_child=1 -3 3 4 5 6 -8 8 10 -11 -12
leaf_value=-0.0042232725472043176 -0.0078889755845319744 0.0040583783220126748 0.0099884054543315833 0.0083745346143570907 0.010616171588719662 -0.011623335444189812 0.0043798971347635239 0.0019186150876463707 -0.00043527688939457276 0.0053003757323949454 -0.0062391724186384775
leaf_weight=86 93 60 74 96 53 52 52 1485 64 170 63
leaf_count=86 93 60 74 96 53 52 52 1485 64 170 63
internal_value=0 -0.003192 0.00213985 0.00240018 0.00212336 0.00181293 -0.00360444 0.00212095 0.00186728 0.00226707 -0.00332852
internal_weight=0 153 2195 2109 2035 1939 104 1835 1782 1655 127
internal_count=2348 153 2195 2109 2035 1939 104 1835 1782 1655 127
is_linear=0
shrinkage=0.16829


Tree=6740
num_leaves=21
num_cat=0
split_feature=4 123 150 0 4 40 0 376 1213 42 43 42 15 51 0 14 0 157 0 13
split_gain=5.99567 1.60343 0.487943 0.464241 0.415526 0.382743 0.393435 0.312468 0.287772 0.293226 0.300795 0.28902 0.254301 0.242711 0.315047 0.21373 0.520865 0.18854 0.107157 0.0266151
threshold=0.27161500000000005 1.0000000180025095e-35 0.083680000000000018 -0.10891999999999999 0.046720000000000005 -0.072979999999999975 -0.10803999999999998 0.083960000000000021 0.060985000000000004 0.10799000000000002 -0.035884999999999993 0.088520000000000015 -0.42759999999999992 -0.029924999999999997 -0.11242999999999999 0.076175000000000007 -0.11208499999999998 -0.081364999999999979 -0.096594999999999986 -0.0088749999999999992
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 2 4 -4 8 -2 -7 -3 9 15 -11 19 -8 -6 -15 16 -1 -5 -16 -10
right_child=5 7 3 17 13 6 12 -9 11 10 -12 -13 -14 14 18 -17 -18 -19 -20 -21
leaf_value=0.00063585490317161534 0.00013839508147306176 0.000709288592258152 0.00050307909542575196 0.0010128103759247445 0.0006706916933664843 0.00059409632598438544 0.00046037850671772421 0.00038844721147105111 0.00093756135659609885 0.00065463702378276841 0.00098084930690700957 0.0012939365991311415 0.00013867206138112252 0.0011052677665410965 0.00070090961417985887 0.001170971139810155 0.00097257407188701449 0.0007471659698647027 0.00090702144770027924 0.0010541462938519213
leaf_weight=53 57 70 53 58 81 100 56 64 52 71 56 56 52 53 63 55 1126 62 53 54
leaf_count=53 57 70 53 58 81 100 56 64 52 71 56 56 52 53 63 55 1126 62 53 54
internal_value=0 0.000906109 0.000930177 0.000761855 0.000946581 0.000378853 0.000444578 0.000556314 0.000967179 0.000951337 0.000798756 0.00110005 0.000305809 0.000820961 0.000892776 0.000967012 0.000957467 0.000875854 0.000795385 0.000997286
internal_weight=0 2080 1946 173 1773 265 208 134 1523 1361 127 162 108 250 169 1234 1179 120 116 106
internal_count=2345 2080 1946 173 1773 265 208 134 1523 1361 127 162 108 250 169 1234 1179 120 116 106
is_linear=0
shrinkage=0.0032998


Tree=6741
num_leaves=26
num_cat=0
split_feature=11 1 4 4 0 12 1213 43 3 12 160 0 12 1429 2 160 0 1213 2 4 0 0 3 403 3
split_gain=0.352954 0.146687 0.233534 0.283831 0.229689 0.177768 0.282776 0.129476 0.169337 0.14846 0.129094 0.122086 0.0955997 0.0906125 0.0837102 0.0738966 0.0729991 0.175773 0.150695 0.0699055 0.064561 0.0570763 0.0762686 0.0409505 0.0461091
threshold=0.093970000000000012 0.08776500000000001 -0.15805499999999997 -0.079554999999999987 -0.22607999999999998 0.086795000000000011 0.039620000000000009 -0.053084999999999993 -0.055839999999999994 0.090995000000000006 -0.47295999999999994 -0.10803999999999998 -0.081314999999999985 0.083725000000000008 0.064660000000000009 -0.081639999999999976 -0.085719999999999977 -0.0096849999999999974 0.086245000000000002 -0.012224999999999998 -0.14151499999999997 -0.089044999999999985 -0.080339999999999981 0.019620000000000002 -0.095119999999999996
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=1 5 -3 -4 -5 6 13 8 9 -6 -7 20 -10 16 -13 -12 17 -1 -18 -19 -9 22 -17 24 -23
right_child=-2 2 3 4 7 10 -8 11 12 -11 15 14 -14 -15 -16 21 18 19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.015044244934006717 -0.0097640167350885824 0.0097248034077956659 -0.0088566992662263422 -0.0082034160567714797 -0.0020134220508950733 -0.005575650136917713 0.016588480417310154 0.0053586990831380648 -0.00091815275933420466 0.0080746839664317342 0.0072516907541474119 0.0045252115502199671 -0.0096227782492937074 -0.00030773596175613736 -0.0033023647568649456 -0.0055818272772978315 -0.0021823865949819193 0.00049952986794080665 0.0076707681420882471 0.0072446225172941008 0.013742894013066366 0.0065153611237538708 0.0029877387523374161 0.0061316464547395274 0.0016424660532756892
leaf_weight=68 63 84 84 63 70 53 67 53 116 100 101 149 52 78 52 55 80 64 97 140 53 65 63 102 373
leaf_count=68 63 84 84 63 70 53 67 53 116 100 101 149 52 78 52 55 80 64 97 140 53 65 63 102 373
internal_value=0 0.00299898 0.00128661 0.00038938 0.00148891 0.00406459 0.00627899 0.00243839 0.0001605 0.00391019 0.00244249 0.00494044 -0.00362314 0.00496488 0.00249123 0.00300475 0.00588484 0.00762066 0.00320721 0.00513732 0.00956775 0.00235013 -0.000991325 0.00308363 0.00236971
internal_weight=0 2282 876 792 708 1406 594 645 338 170 812 307 168 527 201 759 449 272 177 204 106 658 118 540 438
internal_count=2345 2282 876 792 708 1406 594 645 338 170 812 307 168 527 201 759 449 272 177 204 106 658 118 540 438
is_linear=0
shrinkage=0.16829


Tree=6742
num_leaves=14
num_cat=0
split_feature=11 42 1455 49 1443 49 10 1420 48 2 42 12 2
split_gain=0.244225 0.124366 0.196418 0.134877 0.17169 0.132215 0.12427 0.0899167 0.0860814 0.18281 0.0733555 0.0848374 0.0674983
threshold=0.093970000000000012 0.11108000000000003 0.10053500000000001 -0.15378499999999998 1.0000000180025095e-35 -0.010699999999999999 -1.0000000180025095e-35 -0.07737999999999999 0.083830000000000002 0.092635000000000009 0.11740000000000002 0.10397500000000003 0.091070000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -7 -8 12 -10 -3 -12 -5
right_child=-2 10 -4 4 -6 6 7 -9 9 -11 11 -13 -14
leaf_value=0.010589286825672332 -0.0081208325120805218 -0.0063077472344444186 0.011853742814613114 -0.000374275578408744 -0.007187058114434557 0.010719042734940894 0.0095352935267466535 0.0026533784323009399 -0.003006403481309945 0.0092402433891773175 0.0044492099445404979 -0.0038628706704568554 -0.0077849338231780517
leaf_weight=58 63 62 67 79 52 60 56 1504 81 60 76 64 63
leaf_count=58 63 62 67 79 52 60 56 1504 81 60 76 64 63
internal_value=0 0.00249481 0.00288227 0.00258278 0.00234432 0.00260572 0.00319222 0.00290157 -0.000745298 0.00219219 -0.00148596 0.000636569 -0.00367476
internal_weight=0 2282 2080 2013 1955 1903 1620 1560 283 141 202 140 142
internal_count=2345 2282 2080 2013 1955 1903 1620 1560 283 141 202 140 142
is_linear=0
shrinkage=0.16829


Tree=6743
num_leaves=23
num_cat=0
split_feature=4 39 2 3 43 4 15 2 456 15 16 159 151 15 2 2 3 16 2 2 2 43
split_gain=10.3078 4.11283 2.68103 0.979729 0.681942 0.560428 0.435973 0.42692 0.309066 0.307739 0.305413 0.300719 0.294333 0.253134 0.929955 0.180646 0.179342 0.169867 0.167273 0.226692 0.114674 0.0886188
threshold=0.27161500000000005 0.081875000000000017 0.11043500000000002 -0.058704999999999993 -0.055679999999999993 -0.082869999999999985 -0.032704999999999991 0.089830000000000007 0.077935000000000018 -0.42759999999999992 0.0063750000000000013 -0.032739999999999991 -0.039414999999999999 0.03981500000000001 0.09796500000000001 0.11793500000000001 -0.082484999999999989 -0.075779999999999986 0.09167500000000002 0.10272000000000002 0.09772500000000002 -0.094134999999999983
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 2 5 15 -2 11 12 8 10 -6 16 -1 -3 14 -13 -4 -7 21 -9 20 -20 -15
right_child=4 6 3 -5 9 7 -8 18 -10 -11 -12 13 -14 17 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0018237835139143859 0.00048394396231222933 0.00086102672748696442 0.0013921664716340266 0.00083872411153835679 0.00099266863714075459 0.0014259811233689895 0.00065761464695554767 0.0012351416068095145 0.0016771306021465264 0.00070393892285687965 0.0012978754994801486 0.0011375300153244209 0.0011877271644027971 0.0016553526255554092 0.0017293494223793756 0.0011340477487507166 0.0015428908487258399 0.0017552509841275796 0.001397703098223928 0.0012231388765320313 0.0015599397788221053 0.001504591402617095
leaf_weight=52 99 64 74 94 73 253 53 95 89 93 102 61 59 74 56 53 372 68 192 68 70 131
leaf_count=52 99 64 74 94 73 253 53 95 89 93 102 61 59 74 56 53 372 68 192 68 70 131
internal_value=0 0.00139285 0.0014375 0.00109518 0.000701555 0.00148243 0.000909691 0.00144616 0.00149079 0.000831123 0.00146793 0.00158416 0.00101802 0.00155212 0.0014211 0.00128473 0.00149562 0.00160815 0.00136041 0.00139636 0.00144118 0.00155918
internal_weight=0 2080 1904 221 265 1683 176 1241 816 166 727 442 123 390 117 127 625 273 425 330 262 205
internal_count=2345 2080 1904 221 265 1683 176 1241 816 166 727 442 123 390 117 127 625 273 425 330 262 205
is_linear=0
shrinkage=0.0032998


Tree=6744
num_leaves=18
num_cat=0
split_feature=1 12 1 0 3 16 14 1 4 12 159 3 1 160 16 4 3
split_gain=4.66678 1.24977 0.672825 0.568025 0.347328 0.332336 0.330451 0.310144 0.279589 0.150516 0.304449 0.319174 0.272047 0.245088 0.142575 0.0415358 0.0491886
threshold=0.11212500000000002 -0.011819999999999999 0.13130500000000003 -0.22607999999999998 -0.020014999999999995 -0.41163499999999992 0.076975000000000002 0.092655000000000015 0.053255000000000004 0.086795000000000011 -0.023859999999999996 -0.10122999999999999 0.097480000000000011 -0.47295999999999994 -0.046599999999999996 0.25472500000000003 -0.078964999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -3 -2 -4 8 -1 9 10 -5 -12 13 -11 15 16 -10
right_child=2 3 5 6 -6 -7 -8 -9 14 12 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00066716857995988371 0.00063701246545527107 0.00051749149448258186 4.9228576051688389e-05 0.0010434409877163513 0.00034153295321350614 0.00033700636622161563 0.0010609368444816068 0.00037867024371235694 0.00084908275324720324 0.00056957023804744258 0.00058883364888110746 0.00085771699026239597 0.00098598147700252334 0.00078691086519388619 0.00053437804523324777 0.00065351940964822797 0.0006984267041399288
leaf_weight=69 95 79 77 83 81 102 54 101 52 62 56 384 71 821 54 52 52
leaf_count=69 95 79 77 83 81 102 54 101 52 62 56 384 71 821 54 52 52
internal_value=0 0.000767104 0.000356201 0.00079241 0.000501225 0.00021341 0.000804864 0.000495974 0.000796646 0.000812791 0.000858536 0.000823576 0.000787675 0.00077169 0.000682931 0.000734128 0.000774093
internal_weight=0 1990 355 1820 176 179 1741 170 1687 1477 523 440 954 883 210 156 104
internal_count=2345 1990 355 1820 176 179 1741 170 1687 1477 523 440 954 883 210 156 104
is_linear=0
shrinkage=0.0032998


Tree=6745
num_leaves=29
num_cat=0
split_feature=3 13 15 41 156 13 15 3 13 51 376 15 3 15 13 13 3 151 133 13 3 3 42 42 133 42 3 1213
split_gain=9.57131 2.85096 1.79586 1.12409 0.849259 0.827049 0.710739 0.609048 0.565194 0.458592 0.408474 0.408401 0.39396 0.379445 0.362796 0.324982 0.289416 0.253169 0.178481 0.177673 0.174961 0.128272 0.1259 0.121627 0.142364 0.0874807 0.0661869 0.0520573
threshold=-0.049204999999999992 -0.0044799999999999987 -0.23488499999999998 0.079300000000000009 0.079145000000000007 -0.083244999999999986 -0.26826999999999995 0.30112000000000005 1.0000000180025095e-35 0.067785000000000012 0.081970000000000015 0.079575000000000021 -0.09132499999999999 0.090455000000000021 -0.10099999999999999 0.094590000000000021 -0.0053599999999999993 -0.00047999999999999996 0.092120000000000021 -0.012549999999999997 -0.092019999999999977 -0.080424999999999983 -0.061534999999999999 0.084715000000000013 -0.014614999999999998 0.08400500000000001 -0.078129999999999991 -0.013534999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 5 8 14 -2 10 9 -3 16 12 15 20 -4 -7 -8 -14 -19 26 -13 23 -21 25 -25 -16 -15 -22
right_child=1 4 3 -5 -6 11 7 -9 -10 -11 -12 13 17 19 21 -17 -18 18 -20 22 27 -23 -24 24 -26 -27 -28 -29
leaf_value=0.00060585630635905281 0.00026664504929531623 0.000809427481257703 0.0016218382779980859 0.00080298811222599827 0.0012697394259469424 0.0008693213863356753 0.00065916336064941522 0.00031680985504436846 0.00057851031896158584 0.0011723288424596572 0.00048452684974480581 0.0014660037574827037 0.0014133699452017732 0.0013148860422671504 0.0013621514394768746 0.0011443032264815121 0.0010055957629036632 0.001221733247847648 0.0010453348067512478 0.0011795273793739857 0.0013812956568299284 0.0012259824004892395 0.00094595150810085002 0.0012606526497447891 0.0014673550891759351 0.0011802483795797386 0.0011822568503833796 0.0012521444322550648
leaf_weight=52 93 92 53 65 74 94 53 57 58 66 56 91 52 76 69 97 54 183 101 53 54 106 53 52 150 58 116 146
leaf_count=52 93 92 53 65 74 94 53 57 58 66 56 91 52 76 69 97 54 183 101 53 54 106 53 52 150 58 116 146
internal_value=0 0.000727802 0.00121109 0.00122992 0.000963659 0.0012472 0.000509164 0.000611524 0.000858635 0.000961242 0.000714367 0.00119739 0.00112999 0.00125763 0.00136104 0.00100916 0.000834328 0.00119858 0.00115912 0.00117392 0.00134323 0.00132918 0.00106307 0.00136233 0.00141432 0.00127936 0.00123494 0.00128719
internal_weight=0 603 1721 1669 290 1604 313 220 216 158 163 1116 527 589 488 191 107 336 284 298 291 435 106 329 202 127 192 200
internal_count=2324 603 1721 1669 290 1604 313 220 216 158 163 1116 527 589 488 191 107 336 284 298 291 435 106 329 202 127 192 200
is_linear=0
shrinkage=0.0032998


Tree=6746
num_leaves=28
num_cat=0
split_feature=1 3 3 3 43 1 4 124 2 1 2 1 12 4 484 12 12 52 52 13 43 4 4 484 2 3 2
split_gain=16.814 2.89522 1.36636 1.00924 0.980272 0.856082 0.71938 0.536222 0.472851 0.211932 0.208172 0.203251 0.222557 0.412373 0.183175 0.147023 0.150637 0.121695 0.161525 0.118774 0.0883401 0.0776856 0.0606902 0.0519379 0.0512405 0.0311383 0.0295637
threshold=0.10752500000000002 -0.052614999999999995 -0.071329999999999991 0.31534000000000006 -0.024279999999999996 0.10296000000000001 0.30163500000000004 -0.076779999999999987 0.095620000000000011 0.12640500000000002 0.08647500000000001 0.091105000000000005 0.083785000000000012 -0.019569999999999997 0.088765000000000011 0.088965000000000002 0.097060000000000021 -0.082824999999999996 0.047850000000000011 -0.083739999999999995 -0.046639999999999994 -0.077429999999999985 -0.049744999999999991 -0.084519999999999984 0.11891500000000001 -0.08095999999999999 0.10925000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 4 9 7 -2 -4 11 -3 -9 12 13 -1 19 -10 25 -12 -19 23 -13 -21 -20 -14 -6 -17 -18
right_child=1 3 5 -5 24 -7 -8 10 15 -11 17 20 14 -15 -16 16 26 18 22 21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.002072562005636294 0.0014729092461453301 0.0007514775530547968 0.0012215610048959746 0.0003565279070530925 0.0011229805961245436 0.0010657350934812175 0.0009794912229845092 0.0017228763343111655 0.001395049808263452 0.00047037544184768955 0.0016443207242763844 0.0016596888257363691 0.0018687994676187389 0.0016509624376148076 0.0015286908378269537 0.0017227961572956535 0.0014255648137835291 0.0013565332937006218 0.0014759657002688994 0.0017112263985954658 0.0014879629861758593 0.0016227989457761704 0.0016411750310259888 0.001743236667341248 0.00096855329540273931 0.0015988148614012024 0.0015537003455146621
leaf_weight=52 87 59 60 68 54 54 52 73 60 60 67 77 53 52 69 66 52 79 58 348 69 191 55 251 52 54 52
leaf_count=52 87 59 60 68 54 54 52 73 60 60 67 77 53 52 69 66 52 79 58 348 69 191 55 251 52 54 52
internal_value=0 0.000896059 0.00161777 0.000709728 0.000816316 0.00145747 0.00128857 0.00151134 0.00166719 0.000610041 0.00156361 0.001697 0.00171395 0.0018621 0.00169702 0.00154509 0.00158513 0.00151858 0.00147452 0.00171075 0.00157877 0.00167996 0.00155669 0.00176524 0.00104756 0.0016673 0.00148997
internal_weight=0 432 1892 293 225 446 139 392 1446 119 332 1162 1016 104 912 284 224 259 192 843 146 539 113 304 106 120 104
internal_count=2324 432 1892 293 225 446 139 392 1446 119 332 1162 1016 104 912 284 224 259 192 843 146 539 113 304 106 120 104
is_linear=0
shrinkage=0.0032998


Tree=6747
num_leaves=23
num_cat=0
split_feature=1 3 0 39 43 16 14 2 13 16 1 3 2 43 3 0 0 16 131 2 0 1
split_gain=8.9308 1.9429 0.845011 0.743552 0.725538 0.569988 0.65747 0.31149 0.304746 0.237137 0.182054 0.431289 0.277381 0.209161 0.18086 0.129554 0.10682 0.0877432 0.149212 0.0718599 0.065237 0.051331
threshold=0.10491000000000002 -0.053499999999999992 -0.023359999999999995 0.081875000000000017 -0.024279999999999996 0.21684500000000004 0.054835000000000009 0.10731 -0.33260499999999998 0.27020000000000005 0.082615000000000008 -0.088714999999999988 0.084825000000000025 -0.0065549999999999992 -0.079954999999999984 -0.049024999999999992 -0.08645499999999999 -0.082354999999999984 0.089325000000000015 0.089005000000000015 -0.061204999999999989 0.089790000000000023
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 7 4 5 -3 6 10 20 -6 -7 12 -12 13 16 -11 19 -1 21 -19 -14 -2 -13
right_child=1 2 -4 -5 8 9 -8 -9 -10 14 11 17 15 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.00098419481269467249 0.00097204630257072798 0.00019257337958820332 -4.6719165936453012e-05 0.00069875933200068462 0.00039492829642696475 0.00065739294882145426 0.0013660394863551845 0.00059795204221197752 0.00067644814221304935 0.001031531227242358 0.00070981450133774944 0.00099909947905058158 0.001056030099887419 0.0013338121663471749 0.00080776587178989473 0.00084923737742202893 0.0011927573820784494 0.0010976915008801464 0.00091253289024956935 0.00099156668707169591 0.00079964546334454251 0.00084901516528958644
leaf_weight=63 52 103 52 93 80 56 60 69 90 74 68 53 386 53 90 53 52 154 73 440 52 58
leaf_count=63 52 103 52 93 80 56 60 69 90 74 68 53 386 53 90 53 52 154 73 440 52 58
internal_value=0 0.000488771 0.000338202 0.000987453 0.000411649 0.00100293 0.00102585 0.000771428 0.000544175 0.000845076 0.00101178 0.000951386 0.00103517 0.00115947 0.000908948 0.00101137 0.00107881 0.000999882 0.0010383 0.00102173 0.000886185 0.000920994
internal_weight=0 498 325 1826 273 1733 1513 173 170 220 1453 406 1047 168 164 879 115 338 227 826 104 111
internal_count=2324 498 325 1826 273 1733 1513 173 170 220 1453 406 1047 168 164 879 115 338 227 826 104 111
is_linear=0
shrinkage=0.0032998


Tree=6748
num_leaves=21
num_cat=0
split_feature=15 16 1456 52 39 3 1455 52 52 1212 50 402 1 16 52 52 43 151 52 15
split_gain=0.381176 0.253342 0.230801 0.220087 0.184266 0.175252 0.10151 0.0978174 0.293912 0.130859 0.12829 0.111546 0.10638 0.0967537 0.0920525 0.0652739 0.0651161 0.0821781 0.0423973 0.0385205
threshold=-0.45015499999999992 0.21684500000000004 -0.033364999999999992 -0.071919999999999984 0.081875000000000017 -0.048154999999999996 -0.065979999999999983 0.078180000000000013 0.08568000000000002 0.089125000000000024 0.11160500000000002 -0.095444999999999988 0.11212500000000002 -0.45516499999999999 -0.43387499999999996 0.14564000000000002 -0.072864999999999985 -0.078754999999999978 -0.53937999999999986 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 6 5 7 14 -2 10 -9 15 11 -4 -13 -1 18 -10 17 -6 -3 -8
right_child=1 3 4 -5 16 -7 19 8 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0012797794418931698 0.0078753391613476439 0.0069164282649718297 -0.0018325282787894236 -0.0077421498055551983 0.0037628581212478403 -0.0025950280298363535 0.019858810436158593 0.018957134863684378 0.0082908652711664154 0.015354812621953663 0.013364703191456804 0.0068715939649457922 0.00083174021288462375 -0.0089604806255041639 0.012902469522743236 0.0042575421296734799 0.0059641141875699756 -0.0054753947123126817 0.0010967984306173267 0.013238664632719287
leaf_weight=52 62 92 52 52 53 78 52 74 297 56 67 724 94 52 52 188 59 56 59 53
leaf_count=52 62 92 52 52 53 78 52 74 297 56 67 724 94 52 52 188 59 56 59 53
internal_value=0 0.00659056 0.00734621 0.00230314 0.00676415 0.00416845 0.0133304 0.00733753 0.00899332 0.00762711 0.00624883 0.00569877 0.00617972 -0.00382308 0.00677608 0.00673114 0.0014565 -0.000966918 0.00465443 0.0165343
internal_weight=0 2220 1887 333 1720 281 167 1552 615 541 937 870 818 104 203 485 168 109 151 105
internal_count=2324 2220 1887 333 1720 281 167 1552 615 541 937 870 818 104 203 485 168 109 151 105
is_linear=0
shrinkage=0.16829


Tree=6749
num_leaves=22
num_cat=0
split_feature=30 16 16 1456 2 15 12 2 15 2 16 51 1213 16 484 12 12 15 43 160 43
split_gain=0.356879 0.162115 0.291408 0.158775 0.152414 0.134198 0.460534 0.125732 0.153214 0.119607 0.113848 0.10727 0.0865116 0.133988 0.0826974 0.0738563 0.188316 0.133123 0.0413557 0.027921 0.0328267
threshold=0.085875000000000021 0.24579500000000001 0.27552000000000004 -0.033364999999999992 0.088500000000000009 0.03981500000000001 0.083795000000000022 0.086165000000000005 -1.0000000180025095e-35 -0.011974999999999998 0.62966500000000014 -0.086894999999999986 0.0049450000000000006 -0.07959999999999999 0.090255000000000016 0.092355000000000007 0.090465000000000004 0.091475000000000015 -0.072469999999999993 -0.088034999999999988 -0.077274999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -7 9 11 -5 18 -9 15 -14 -13 16 -8 -17 -4 -11 -21
right_child=-2 2 10 5 -6 6 12 8 -10 19 -12 14 13 -15 -16 17 -18 -19 -20 20 -22
leaf_value=0.0064692403721065264 -0.0084136953629825179 -0.0088134232484583276 0.0088856277846434909 0.0018496634651602735 0.016655720816530283 0.020523945769633831 0.006922282884243766 0.010958457339711498 -0.0040701983004474218 0.0063509176463156522 -0.0022183537378562008 0.0039432547673795629 0.0062404440632577987 -0.0045061436852463993 -0.0022705350407803675 0.016218609936107704 -0.0040831309054361288 0.0068584331677770845 0.0038580334188574434 0.0082444323154484776 0.013525269380370757
leaf_weight=97 54 59 93 82 74 67 281 56 76 58 57 537 86 53 68 57 52 182 96 71 68
leaf_count=97 54 59 93 82 74 67 281 56 76 58 57 537 86 53 68 57 52 182 96 71 68
internal_value=0 0.00541664 0.00179836 0.00597734 0.0108879 0.00550827 0.00717492 0.00423027 0.00307418 0.00727774 0.00435077 0.00389834 0.00591446 0.0021299 0.00324188 0.006831 0.00519832 0.00909829 0.00634144 0.00952802 0.0108408
internal_weight=0 2270 305 1965 171 1794 778 1016 737 279 246 661 711 139 605 572 333 239 189 197 139
internal_count=2324 2270 305 1965 171 1794 778 1016 737 279 246 661 711 139 605 572 333 239 189 197 139
is_linear=0
shrinkage=0.16829


Tree=6750
num_leaves=29
num_cat=0
split_feature=12 2 2 2 15 12 2 30 16 2 2 16 402 16 16 12 15 157 15 2 2 42 42 52 42 52 16 42
split_gain=8.56658 2.95003 2.10241 1.94805 1.01555 0.8075 0.652633 0.552738 0.541657 0.519173 0.375022 0.227103 0.187541 0.182282 0.181668 0.162378 0.165121 0.119139 0.126746 0.110622 0.110246 0.107438 0.107278 0.130927 0.103147 0.0490809 0.037397 0.0371057
threshold=0.077755000000000005 0.10859000000000001 0.13290500000000002 0.074875000000000011 -0.0053099999999999996 0.092495000000000008 0.099675000000000014 0.085875000000000021 -0.24900499999999998 0.14271500000000001 0.085145000000000012 -0.066924999999999985 0.084925000000000014 -0.071629999999999985 -1.0000000180025095e-35 0.09141500000000001 0.085225000000000009 -0.081364999999999979 -0.0059299999999999986 0.084675000000000014 0.091955000000000023 0.088200000000000014 0.11066000000000001 -0.54502499999999987 0.085790000000000019 -0.023079999999999996 -0.4714549999999999 0.08733500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 6 10 -5 -1 -7 11 14 26 13 20 19 16 17 25 -19 21 -10 24 23 -15 -2 -12 -3 -18
right_child=2 9 -4 4 -6 8 -8 -9 12 -11 15 -13 -14 22 -16 -17 27 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00077628724299068981 0.001265128408060536 0.00058942378349139464 0.0005269162651404081 0.0011041208513845636 0.0013794408279388668 0.00078404977928250429 0.00064380648072583134 0.00036171728658788944 0.0013268085756167548 0.00023701414251281578 0.0013292864663623221 0.0004192555847365864 0.00095136443357119013 0.0012330297479715743 0.0014994171698818207 0.0010116446715520908 0.0013405178829214409 0.0011657605108883157 0.00097968488752419843 0.0014356653562645795 0.0011458729618382475 0.001164878236368864 0.0012463477861539474 0.0010477801854959802 0.0014270031319459984 0.0011851773047547789 0.00072147819651396049 0.0012347294943359844
leaf_weight=90 184 52 54 88 88 56 55 58 84 82 60 79 62 53 56 52 99 206 53 55 74 85 53 251 62 60 52 80
leaf_count=90 184 52 54 88 88 56 55 58 84 82 60 79 62 53 56 52 99 206 53 55 74 85 53 251 62 60 52 80
internal_value=0 0.000723313 0.001169 0.000910156 0.00109971 0.00118956 0.000927323 0.000614059 0.00109597 0.000455958 0.00124584 0.000553872 0.00112618 0.00114716 0.00131978 0.0011922 0.00120897 0.00116898 0.00112782 0.00129363 0.00124229 0.00126992 0.00110496 0.00108019 0.00130607 0.00125753 0.00065579 0.00129343
internal_weight=0 644 1739 379 231 1685 143 148 633 265 1052 183 577 515 442 610 558 379 259 386 158 331 357 304 246 120 104 179
internal_count=2383 644 1739 379 231 1685 143 148 633 265 1052 183 577 515 442 610 558 379 259 386 158 331 357 304 246 120 104 179
is_linear=0
shrinkage=0.0032998


Tree=6751
num_leaves=12
num_cat=0
split_feature=158 10 13 123 160 51 4 51 151 147 158
split_gain=0.153344 0.201005 0.146969 0.155329 0.151045 0.153821 0.179424 0.153284 0.133521 0.142045 0.0335874
threshold=0.10654500000000001 -0.089679999999999982 -0.28558999999999996 0.09394000000000001 0.11281500000000001 0.087425000000000017 0.00077000000000000018 0.11178000000000002 0.088225000000000012 0.088520000000000015 0.12023500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 7 -7 9 -4 -2
right_child=10 2 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0056150576866276112 0.012933367961723237 -0.0012688467535247111 0.0051969588804763635 -0.003804004101304164 -0.0022312981465738937 0.011860028775079745 0.018486188614466652 0.0024845499226634296 -0.0024562848118473814 0.01415519783218353 0.0073500178594658374
leaf_weight=52 77 102 1612 52 69 103 52 96 62 52 54
leaf_count=52 77 102 1612 52 69 103 52 96 62 52 54
internal_value=0 0.00471034 0.00495521 0.00525867 0.00548988 0.00576027 0.00966125 0.00734621 0.00519193 0.00547798 0.0106455
internal_weight=0 2252 2200 2098 2046 1977 251 199 1726 1664 131
internal_count=2383 2252 2200 2098 2046 1977 251 199 1726 1664 131
is_linear=0
shrinkage=0.16829


Tree=6752
num_leaves=17
num_cat=0
split_feature=14 3 40 13 2 43 401 13 1446 4 4 1419 52 13 4 4
split_gain=0.226198 0.19596 0.142464 0.136787 0.145123 0.184513 0.118175 0.272108 0.163415 0.104644 0.177552 0.0778894 0.0758484 0.0627837 0.22306 0.0720705
threshold=0.019675000000000002 -0.022604999999999997 -1.0000000180025095e-35 -0.0042049999999999995 0.10045500000000002 -0.078139999999999973 0.080190000000000011 -0.071839999999999987 0.092750000000000013 -0.030434999999999993 0.029980000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.088854999999999976 -0.069734999999999978 -0.15450999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 8 -8 11 -5 -11 13 -6 14 -4 -15
right_child=-2 3 6 9 12 -7 7 -9 -10 10 -12 -13 -14 15 -16 -17
leaf_value=0.012592408445082534 0.012427284788335553 -0.0040230736017797765 0.016408489543033804 0.0095176417164586965 -0.00071325575022815389 0.0085612635812225158 0.006632064456448295 -0.0067690225084633283 0.013446577590601099 -0.004917569704138534 0.0065404984853086297 0.010300580453727245 -0.0078252740945682474 -0.0010728938538866137 0.0024460765449958628 0.004222386400822232
leaf_weight=63 91 60 52 71 80 73 90 82 61 66 91 64 92 77 87 1183
leaf_count=63 91 60 52 71 80 73 90 82 61 66 91 64 92 77 87 1183
internal_value=0 0.00386192 0.00471878 0.00103075 -0.00129572 0.00287061 0.00442524 0.000232729 0.00489724 0.00415078 0.00171229 0.00453954 -0.0045278 0.00427471 0.00768235 0.00389736
internal_weight=0 2292 1759 533 305 133 1696 172 1524 228 157 1463 172 1399 139 1260
internal_count=2383 2292 1759 533 305 133 1696 172 1524 228 157 1463 172 1399 139 1260
is_linear=0
shrinkage=0.16829


Tree=6753
num_leaves=20
num_cat=0
split_feature=1 39 3 3 2 2 16 3 2 15 1 43 3 43 43 16 483 16 43
split_gain=6.9098 1.16772 1.15651 0.628578 0.590863 0.35002 0.330737 0.292236 0.341556 0.304324 0.233404 0.218903 0.183811 0.138464 0.117407 0.0916567 0.111982 0.0809312 0.0622064
threshold=0.10752500000000002 0.081875000000000017 -0.049204999999999992 0.10323000000000002 0.12131500000000002 0.14271500000000001 -0.23071499999999998 -0.14162499999999997 0.088500000000000009 1.0000000180025095e-35 0.093595000000000025 -0.049914999999999994 0.30112000000000005 -0.0010499999999999999 -0.082094999999999987 -1.0000000180025095e-35 0.040035000000000008 -0.081109999999999974 -0.069944999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 7 11 -2 9 15 -1 -3 -4 -13 14 -10 16 -9 -15 -17
right_child=2 10 5 -5 -6 -7 -8 8 13 -11 -12 12 -14 17 -16 18 -18 -19 -20
leaf_value=0.00076554790453696182 0.00027942400020884364 0.00052027585951972184 7.1346495891359501e-05 0.0003935887871712718 0.00039349713085714113 -6.0989696699220933e-05 0.00060762634092837223 0.00073659040216692256 0.00063314509377071504 0.0010758034533526312 0.00022142593188930937 0.00037590474772715687 0.00012388585101221264 0.00066508980116097556 0.00074741090126404853 0.00077767312291850913 0.00087027971989638258 0.00053018974397265153 0.00093366609639987397
leaf_weight=100 54 57 96 65 57 80 90 719 181 54 58 82 52 92 232 66 79 113 56
leaf_count=100 54 57 96 65 57 80 90 719 181 54 58 82 52 92 232 66 79 113 56
internal_value=0 0.000692943 0.000240346 0.000713406 0.000725272 0.000126682 0.000484795 0.000736428 0.000722573 0.000874568 0.000369858 0.000192113 0.000278369 0.000662142 0.000697418 0.000763128 0.000749869 0.000590902 0.000849565
internal_weight=0 1929 454 1814 1749 310 144 1692 1538 154 115 230 134 618 413 920 798 205 122
internal_count=2383 1929 454 1814 1749 310 144 1692 1538 154 115 230 134 618 413 920 798 205 122
is_linear=0
shrinkage=0.0032998


Tree=6754
num_leaves=15
num_cat=0
split_feature=3 0 48 160 0 1 1 12 160 3 0 3 4 2
split_gain=0.160869 0.248286 0.141642 0.249941 0.187012 0.160108 0.144419 0.124665 0.124137 0.109645 0.0769653 0.0842701 0.070838 0.0676738
threshold=-0.23303499999999996 0.10396000000000001 0.093265000000000015 -0.54119499999999987 -0.063914999999999986 0.14566000000000004 0.10752500000000002 0.09697500000000002 -0.066494999999999985 -0.049204999999999992 -0.061654999999999995 0.081640000000000004 -0.13833499999999996 0.094565000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 6 10 8 -8 13 11 -5 -12 -4
right_child=1 -3 4 5 -6 -7 7 -9 -10 -11 12 -13 -14 -15
leaf_value=0.010716988917193497 0.01476439664638355 -0.0069433603218458703 0.0021170741634403334 0.0043375765314269971 -0.0088188144267842099 0.013285042526473362 -0.0039850651991176836 -0.0070783934359548873 0.004869321353004127 -0.0019207293764485569 0.012673977927954352 -0.0011996318737988441 0.0050777336627044209 0.010458259907857557
leaf_weight=95 64 61 60 1370 52 52 66 54 139 88 58 82 90 52
leaf_count=95 64 61 60 1370 52 52 66 54 139 88 58 82 90 52
internal_value=0 0.00363856 0.00392922 0.00440867 0.000164503 0.00406091 0.00380193 0.000108088 0.00200988 0.00250915 0.00439875 0.00402363 0.00806678 0.00600581
internal_weight=0 2288 2227 1975 252 1911 1859 259 205 200 1600 1452 148 112
internal_count=2383 2288 2227 1975 252 1911 1859 259 205 200 1600 1452 148 112
is_linear=0
shrinkage=0.16829


Tree=6755
num_leaves=24
num_cat=0
split_feature=1 1452 52 50 0 13 4 51 12 11 50 51 2 12 0 1211 12 42 52 13 403 13 4
split_gain=0.362724 0.162416 0.152144 0.137578 0.137435 0.150165 0.125467 0.269311 0.163303 0.105375 0.115133 0.18207 0.093237 0.0922284 0.0956159 0.0898581 0.0883824 0.0852944 0.0760251 0.116102 0.106346 0.0891777 0.0680532
threshold=0.12541500000000003 0.093985000000000013 0.085540000000000019 1.0000000180025095e-35 -0.071719999999999992 -0.066934999999999981 -0.079374999999999987 -0.097374999999999975 0.084160000000000013 0.075910000000000019 -0.13200999999999999 -0.08860999999999998 0.084495000000000015 1.0000000180025095e-35 -0.087404999999999997 1.0000000180025095e-35 0.023990000000000004 -0.054814999999999996 0.091820000000000013 -0.012899999999999998 -0.012955 -0.067909999999999984 -0.088784999999999989
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=1 2 3 6 5 12 7 -1 -9 10 -8 -12 -5 14 -2 16 -4 -7 20 21 -18 -20 -10
right_child=13 -3 15 4 -6 17 9 8 22 -11 11 -13 -14 -15 -16 -17 18 -19 19 -21 -22 -23 -24
leaf_value=0.0080023791515943764 0.0020471970800900428 -0.006156144117075866 0.010136691088610705 0.01202886694951839 0.012488438488395578 0.0042452479756427755 0.0093940812051853777 -0.012042435279742547 -0.0057555744903924093 0.0096363064168342415 -0.0049504633333504952 0.0023761925305143686 0.0032938806351686572 -0.010573349128918514 -0.0063437916536163517 0.011823793570085448 0.0031702545059510527 -0.0047550720773732484 0.0027392264481792381 -0.0024831952643412755 0.01229123744639494 0.010015942074935986 0.0012084940057077501
leaf_weight=62 72 55 73 64 60 53 53 60 69 52 113 637 77 53 82 54 85 68 225 95 64 61 93
leaf_count=62 72 55 73 64 60 53 53 60 69 52 113 637 77 53 82 54 85 68 225 95 64 61 93
internal_value=0 0.0028616 0.00309662 0.00213805 0.00521127 0.00353789 0.00126766 -0.00179347 -0.00453735 0.00228655 0.00180837 0.00126991 0.00727144 -0.00450812 -0.00240907 0.0052255 0.00463163 -0.000797935 0.00387 0.00260209 0.00710005 0.00429754 -0.00174659
internal_weight=0 2173 2118 1461 322 262 1139 284 222 855 803 750 141 207 154 657 603 121 530 381 149 286 162
internal_count=2380 2173 2118 1461 322 262 1139 284 222 855 803 750 141 207 154 657 603 121 530 381 149 286 162
is_linear=0
shrinkage=0.16829


Tree=6756
num_leaves=10
num_cat=0
split_feature=3 16 1 14 480 1447 403 1374 475
split_gain=0.284446 0.160353 0.152181 0.128155 0.097617 0.108553 0.0903048 0.082083 0.0825011
threshold=0.11745500000000002 -0.074474999999999986 0.13130500000000003 -0.10708499999999999 -0.068944999999999992 -0.085539999999999991 -0.54045999999999983 0.086000000000000007 -0.052309999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -7 8 -8
right_child=1 -3 -4 4 5 6 7 -9 -10
leaf_value=0.010151629443879937 -0.00022791768299838621 -0.010479961020465035 -0.0042122300828390472 0.0088617217481216926 -0.003921023925343328 0.0094039009163616235 -0.00076267972556276682 0.0086355076814334693 0.0025385220187332559
leaf_weight=63 101 76 95 65 78 52 248 56 1546
leaf_count=63 101 76 95 65 78 52 248 56 1546
internal_value=0 -0.00464008 0.00236921 0.00266666 0.00243519 0.00222331 0.00247623 0.00228054 0.00208117
internal_weight=0 177 2203 2108 2045 1980 1902 1850 1794
internal_count=2380 177 2203 2108 2045 1980 1902 1850 1794
is_linear=0
shrinkage=0.16829


Tree=6757
num_leaves=21
num_cat=0
split_feature=4 12 2 3 2 2 2 39 4 12 3 3 2 12 160 4 3 4 4 3
split_gain=10.2189 4.83903 2.25489 1.08529 0.728597 0.762401 0.71024 0.53864 0.451605 0.397168 0.392344 0.3004 0.430165 0.249178 0.272958 0.17867 0.178158 0.0816751 0.143127 0.112081
threshold=0.36766000000000004 0.077755000000000005 0.10981000000000002 0.13524500000000003 0.074875000000000011 0.092235000000000025 0.12358500000000001 0.088025000000000006 -0.013929999999999998 1.0000000180025095e-35 0.13772500000000001 -0.15680499999999997 0.090000000000000011 0.083725000000000008 -0.52336499999999997 0.0099250000000000015 -0.097574999999999981 -0.051459999999999992 -0.0072499999999999995 -0.08095999999999999
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 2 4 7 -1 -6 11 9 -7 -2 -4 -3 13 -13 -15 -16 -14 19 -19 -18
right_child=3 6 10 -5 5 8 -8 -9 -10 -11 -12 12 16 14 15 -17 17 18 -20 -21
leaf_value=0.00066974052320528741 0.00081139897126669116 0.0013824464973851861 0.00058928585409625655 -5.4289111487198332e-06 0.001271296802777524 0.00108363017707131 0.00081666026684644401 0.00030310713161415252 0.00069147614423311504 0.00043505488412542851 0.00022193169267506138 0.0013923851406919818 0.00094011557034398422 0.00096720475555664865 0.0012306121070162685 0.0010554745740640325 0.0011874904816229208 0.0012607916607895564 0.0011037370893910094 0.00099258697537728019
leaf_weight=80 72 86 68 55 91 61 58 80 69 54 60 85 68 52 825 72 52 102 191 99
leaf_count=80 72 86 68 55 91 61 58 80 69 54 60 85 68 52 825 72 52 102 191 99
internal_value=0 0.00109794 0.000784718 0.000405743 0.000940818 0.00103879 0.00117743 0.000515693 0.000875758 0.000650388 0.000417364 0.00119023 0.00117952 0.00121857 0.00120297 0.00121659 0.00110058 0.00112508 0.00115853 0.00105994
internal_weight=0 2119 429 261 301 221 1690 206 130 126 128 1632 1546 1034 949 897 512 444 293 151
internal_count=2380 2119 429 261 301 221 1690 206 130 126 128 1632 1546 1034 949 897 512 444 293 151
is_linear=0
shrinkage=0.0032998


Tree=6758
num_leaves=24
num_cat=0
split_feature=4 3 3 43 4 3 15 4 159 11 3 42 43 15 15 156 15 52 15 4 403 4 4
split_gain=22.022 6.12911 2.9717 2.11955 0.877897 0.726606 0.693805 1.32995 0.619429 0.53936 0.649595 0.469125 0.409319 0.374065 0.28065 0.253245 0.215604 0.18271 0.181926 0.161346 0.123565 0.077204 0.0460432
threshold=0.36766000000000004 -0.065259999999999999 0.25468500000000005 -0.04009999999999999 0.043850000000000007 0.11191000000000002 -0.42759999999999992 0.42405000000000009 0.10634 1.0000000180025095e-35 -0.11756999999999999 0.093045000000000003 -0.085594999999999991 -0.074254999999999974 -1.0000000180025095e-35 0.091015000000000013 -0.097984999999999989 -0.082554999999999976 0.091475000000000015 0.082475000000000007 -0.073944999999999997 -0.086264999999999994 -0.063379999999999978
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=1 4 3 11 9 14 8 -8 -2 10 -1 12 -3 -6 16 18 -5 -11 21 -15 -20 -12 -16
right_child=6 2 -4 5 13 -7 7 -9 -10 17 15 -13 -14 19 22 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=0.0012211992874201748 0.0007971243698011917 0.0012311129685625966 0.00041906311320466424 0.0015391705246166527 0.0015049160507310793 0.0010366152208046112 0.00055445381701822933 -0.00012315264332103321 0.00034159319356204671 0.0019106440351977559 0.0016959775676674055 0.000664173658085269 0.000835332300464751 0.0010855399635832713 0.0015190034242444971 0.0013888056903904806 0.0012668585883111021 0.0016418152463215398 0.0013918915546637536 0.0013444122582211753 0.0015568312801813155 0.0015986303920810492 0.0016704743167833449
leaf_weight=60 75 61 56 52 88 53 72 56 58 67 116 52 55 56 54 77 90 52 75 54 185 763 53
leaf_count=60 75 61 56 52 88 53 72 56 58 67 116 52 55 56 54 77 90 52 75 54 185 763 53
internal_value=0 0.00144766 0.00113856 0.00122421 0.0015497 0.00138973 0.000431633 0.000257726 0.000598737 0.00157902 0.001559 0.00092648 0.00104376 0.00134289 0.00146474 0.00157564 0.00136683 0.00179347 0.00158824 0.00121294 0.00150939 0.00161152 0.00159436
internal_weight=0 2119 526 470 1593 302 261 128 133 1395 1276 168 116 198 249 1216 142 119 1139 110 260 879 107
internal_count=2380 2119 526 470 1593 302 261 128 133 1395 1276 168 116 198 249 1216 142 119 1139 110 260 879 107
is_linear=0
shrinkage=0.0032998


Tree=6759
num_leaves=14
num_cat=0
split_feature=3 1 151 151 151 3 3 4 52 1 3 2 39
split_gain=0.308427 0.143922 0.140713 0.145331 0.120651 0.110667 0.155665 0.295544 0.0932149 0.0799019 0.198646 0.112869 0.108523
threshold=0.31534000000000006 0.10915500000000002 -0.11633499999999998 -0.086824999999999986 -0.08323499999999999 -0.046329999999999989 0.12991000000000003 0.41696500000000003 -0.036264999999999992 0.10061500000000002 0.091170000000000015 0.10575500000000002 0.083495000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 8 7 -7 -3 10 12 -11 -6
right_child=-2 5 3 4 9 6 -8 -9 -10 11 -12 -13 -14
leaf_value=0.011213680954935731 -0.0071910168460726665 0.0095023191823359644 -0.0035301807872065044 0.011190132486013702 0.0044237122120689403 -0.013439276802228103 0.0059901781402982501 0.0015406957900530676 0.00078006332509014502 0.0034837308000430292 -0.0044964395841108175 0.013521288883090451 -0.0031719896357782751
leaf_weight=81 75 57 69 70 1468 63 53 91 90 70 79 59 55
leaf_count=81 75 57 69 70 1468 63 53 91 90 70 79 59 55
internal_value=0 0.00376747 0.00433407 0.00403512 0.00432596 0.000639659 -0.00186183 -0.00457581 0.00417438 0.00404734 0.00372081 0.00808848 0.00414823
internal_weight=0 2305 1951 1870 1801 354 207 154 147 1731 1602 129 1523
internal_count=2380 2305 1951 1870 1801 354 207 154 147 1731 1602 129 1523
is_linear=0
shrinkage=0.16829


Tree=6760
num_leaves=19
num_cat=0
split_feature=48 0 43 12 12 1 402 11 3 3 160 3 43 457 49 12 12 43
split_gain=0.221252 0.163328 0.137681 0.256075 0.319131 0.361264 0.215367 0.245784 0.177858 0.156984 0.139674 0.118382 0.114307 0.102884 0.108908 0.0815063 0.0797183 0.0494712
threshold=-0.086624999999999994 -0.23141499999999995 -0.023454999999999997 -0.064509999999999984 0.084115000000000009 1.0000000180025095e-35 0.08865000000000002 0.078730000000000008 -0.0035149999999999995 0.11745500000000002 0.055845000000000006 -0.014044999999999998 -0.079504999999999978 0.048870000000000004 0.12158500000000001 0.087745000000000004 0.1087 -0.00067499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 7 11 -7 -10 15 13 -13 14 -3 17 -17 -6
right_child=1 2 3 4 10 8 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=0.01384418293112384 0.011992770927779485 0.0044458831048368617 0.011199105274430762 -0.016108654319566238 0.0026730039112568939 -0.0098112203419965655 0.013773171766774167 -0.0079578505963776337 0.0059383494735851189 -0.0043315474540633692 0.010503304975731223 -0.0049691380615446935 0.0051544986317699172 0.010089853945536468 -0.0034772603926012469 -0.0003841508095387334 0.0055648432196638616 0.0085648665132030555
leaf_weight=53 54 822 68 58 113 52 59 52 96 75 56 78 53 86 52 395 76 64
leaf_count=53 54 822 68 58 113 52 59 52 96 75 56 78 53 86 52 395 76 64
internal_value=0 0.00283702 0.00261697 0.00120954 0.000518076 -0.00427426 0.00384844 0.00333457 -0.0011882 0.0014235 0.00243348 0.00387445 -0.000859601 0.00452232 0.00397243 0.00173331 0.000571957 0.00481355
internal_weight=0 2309 2255 1053 985 281 1202 1143 223 171 704 1091 131 960 874 648 471 177
internal_count=2362 2309 2255 1053 985 281 1202 1143 223 171 704 1091 131 960 874 648 471 177
is_linear=0
shrinkage=0.16829


Tree=6761
num_leaves=17
num_cat=0
split_feature=10 41 43 48 130 403 403 15 132 475 15 48 160 403 15 15
split_gain=0.176492 0.17068 0.0973473 0.14796 0.106857 0.147834 0.159338 0.182714 0.10676 0.0975665 0.0975305 0.085136 0.0903137 0.0796765 0.0760384 0.0487012
threshold=-0.074314999999999978 0.083975000000000008 -0.083154999999999993 -0.068459999999999979 -0.0048749999999999991 -0.21666999999999997 -0.021474999999999998 0.089150000000000021 0.089075000000000015 -0.08323499999999999 -0.074054999999999996 0.089830000000000007 -0.089549999999999991 -0.079874999999999988 -0.033689999999999991 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 13 15 7 -7 9 -2 -8 12 -11 -5 -14 -6
right_child=1 -3 3 4 5 6 10 -9 -10 11 -12 -13 14 -15 -16 -17
leaf_value=0.010444556638029028 0.00012452312389537153 -0.0058775755946390926 0.0094625269378442178 0.0014135560543385079 0.0029665806368885501 -0.0074869219568276558 0.0032616702467658481 0.0027326502094243269 -0.0010643713579989746 0.013566339642611627 3.3335238879163647e-05 0.00076703529023912831 0.010141389953020831 0.0095715265737410654 0.004320496593121656 0.009693418642105359
leaf_weight=78 84 70 70 61 57 132 460 79 85 58 628 64 96 78 194 68
leaf_count=78 84 70 70 61 57 132 460 79 85 58 628 64 96 78 194 68
internal_value=0 0.0022963 0.00255555 0.00188801 0.00154763 0.00111134 0.00057791 -0.00365212 0.00442869 0.00537366 0.00139991 0.00643951 0.00747756 0.00600434 0.00625361 0.00664035
internal_weight=0 2284 2214 1633 1563 1424 1299 211 581 496 1088 412 348 139 290 125
internal_count=2362 2284 2214 1633 1563 1424 1299 211 581 496 1088 412 348 139 290 125
is_linear=0
shrinkage=0.16829


Tree=6762
num_leaves=24
num_cat=0
split_feature=4 2 13 0 4 376 11 13 52 2 13 0 4 133 2 133 160 0 52 52 2 13 2
split_gain=4.80585 1.37976 1.16378 0.698442 0.706657 0.538334 0.305725 0.284467 0.432479 0.229691 0.164345 0.143537 0.313384 0.133322 0.131701 0.135242 0.133305 0.123999 0.120289 0.113235 0.0959132 0.0390587 0.00700748
threshold=0.36766000000000004 0.10045500000000002 -0.14819499999999997 -0.094314999999999996 0.07252500000000002 0.048375000000000008 0.075910000000000019 0.010320000000000001 -0.42890999999999996 0.13631000000000001 -0.0073499999999999998 -0.066044999999999979 -0.17689999999999997 0.099660000000000012 0.089005000000000015 0.032620000000000003 0.0065900000000000012 -0.10023499999999998 0.0043000000000000009 0.11297500000000001 0.064660000000000009 -0.083034999999999984 0.11626500000000002
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=1 5 -3 4 -4 6 11 10 -9 20 13 14 -13 22 16 18 17 -1 -16 -17 -2 -18 -5
right_child=9 2 3 7 -6 -7 -8 8 -10 -11 -12 12 -14 -15 15 19 21 -19 -20 -21 -22 -23 -24
leaf_value=0.0010826242840908009 0.00034166973924661505 0.00028147492488822344 0.00027935204009137647 0.00097040312977731769 0.00081224690227210466 0.00057593296183223216 0.0011223701914015263 0.00094225795765724674 0.00054036159536206146 0.00021369033819453498 0.0010796478146682649 0.00099197063986825864 0.0006613352062581104 0.00072749470965753876 0.00073465106842207899 0.00098366336616216316 0.00089403049164379228 0.00094050969741595969 0.00090755385584906682 0.00080746058509967387 0.00050393310908217973 0.00075831100344323117 0.00089647893887952819
leaf_weight=77 70 61 56 52 53 52 78 52 68 73 53 55 75 54 117 133 52 792 75 61 98 53 52
leaf_count=77 70 61 56 52 53 52 78 52 68 73 53 55 75 54 117 133 52 792 75 61 98 53 52
internal_value=0 0.000861185 0.000709522 0.000768785 0.000538789 0.000908067 0.000919059 0.000844417 0.00071481 0.000369179 0.00091796 0.000908392 0.00080149 0.0008635 0.000918585 0.000865826 0.000939457 0.000953143 0.000802375 0.000928441 0.000436533 0.00082586 0.00093378
internal_weight=0 2121 501 440 109 1620 1568 331 120 241 211 1490 130 158 1360 386 974 869 192 194 168 105 104
internal_count=2362 2121 501 440 109 1620 1568 331 120 241 211 1490 130 158 1360 386 974 869 192 194 168 105 104
is_linear=0
shrinkage=0.0032998


Tree=6763
num_leaves=18
num_cat=0
split_feature=48 49 1446 151 43 43 1 1213 1 1 42 4 130 484 2 13 4
split_gain=0.121774 0.0809878 0.105138 0.100191 0.0938855 0.0854252 0.164742 0.0903355 0.107669 0.179823 0.10732 0.0574431 0.049893 0.0627579 0.0554483 0.0618245 0.0593292
threshold=-0.086624999999999994 0.083250000000000005 0.087090000000000015 -0.090769999999999976 -0.096754999999999994 0.065040000000000014 0.090485000000000024 -0.10863999999999999 0.104035 0.118385 0.088520000000000015 -0.057539999999999994 0.086880000000000013 -0.065759999999999985 0.088005000000000014 -0.078934999999999991 0.032965000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 7 11 -5 10 -10 -9 -7 13 -6 -15 -16 -17
right_child=1 4 -4 5 12 6 -8 8 9 -11 -12 -13 -14 14 15 16 -18
leaf_value=0.010754707659735087 0.0081674956110570334 0.010617541973324039 -0.0032776913868719833 -0.002653157487199785 -0.00053816915872699999 -0.00090867812330685182 -0.008734907427258921 0.0026071027639828302 -0.0034429674430625093 0.0043284435035638429 0.0063625191022085269 0.0061773877355121585 -0.00022037745224307069 0.0014909642343249074 0.0034240963521504956 0.013142722909795339 0.0055826070433478486
leaf_weight=53 81 63 98 89 57 78 58 734 177 161 307 55 77 71 83 61 59
leaf_count=53 81 63 98 89 57 78 58 734 177 161 307 55 77 71 83 61 59
internal_value=0 0.00258417 0.00207784 0.0023805 0.00455625 0.00209687 -0.00124474 0.00253287 0.00286887 0.000253484 0.00371633 0.00200814 0.00361591 0.00451376 0.00557127 0.00698952 0.00944064
internal_weight=0 2309 1838 1740 471 1659 191 1468 1379 338 1041 133 408 331 274 203 120
internal_count=2362 2309 1838 1740 471 1659 191 1468 1379 338 1041 133 408 331 274 203 120
is_linear=0
shrinkage=0.16829


Tree=6764
num_leaves=17
num_cat=0
split_feature=4 2 39 3 3 11 3 4 3 3 3 51 2 4 4 13
split_gain=9.20518 3.39589 1.22812 0.875144 0.593984 0.412524 1.00542 0.417947 0.298489 0.25338 0.218498 0.217015 0.174923 0.170202 0.0887177 0.0136674
threshold=0.36766000000000004 0.11891500000000001 0.082470000000000016 0.0051600000000000005 0.10812000000000001 0.075910000000000019 -0.13088999999999998 -0.085574999999999984 -0.097224999999999992 -0.011259999999999997 -0.14162499999999997 -0.025879999999999997 0.13290500000000002 0.51400500000000016 -0.14538499999999996 -0.061199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 -1 14 -9 -4 -2 -7 -3 15 -8 -12
right_child=10 3 9 -5 -6 11 7 8 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=0.00080319327500739035 0.00070448667545431666 0.0010441826624384403 0.00075044088687645357 0.00039054708085208386 0.00093710676131561292 0.0016188152448203649 0.001518841479912205 0.0010265264549419865 0.0012604435675809657 0.0010532313232864885 0.00034576750513541567 0.0013337766021812832 0.00078225894509344098 0.00059858906850690193 0.0013630076186543242 0.00042293828819596209
leaf_weight=52 54 55 55 52 61 53 60 64 1305 70 53 71 60 67 163 67
leaf_count=52 54 55 55 52 61 53 60 64 1305 70 53 71 60 67 163 67
internal_value=0 0.00119915 0.00123778 0.000746973 0.00125946 0.00127056 0.00125656 0.00127135 0.00124953 0.000920285 0.000518324 0.00145589 0.000907833 0.000464377 0.00140509 0.000389148
internal_weight=0 2121 1954 167 1829 1768 1644 1592 1369 125 241 124 115 187 223 120
internal_count=2362 2121 1954 167 1829 1768 1644 1592 1369 125 241 124 115 187 223 120
is_linear=0
shrinkage=0.0032998


Tree=6765
num_leaves=19
num_cat=0
split_feature=48 50 50 456 16 4 3 13 4 12 52 13 13 13 3 12 1209 160
split_gain=0.178122 0.153128 0.17421 0.125107 0.116806 0.210624 0.11629 0.143366 0.113938 0.12263 0.180266 0.316361 0.265548 0.114115 0.13251 0.106484 0.0910125 0.0792919
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.41068499999999997 0.089235000000000023 -0.52374999999999983 -0.019569999999999997 -0.13392999999999997 0.091035000000000019 0.50569000000000008 0.084405000000000022 0.081680000000000016 -0.009329999999999998 -0.017484999999999997 -0.087444999999999981 -0.082039999999999988 0.088395000000000015 0.087100000000000025 -0.069009999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 -1 -6 7 15 9 10 11 -8 -12 14 -11 -3 -15 -10
right_child=1 3 -4 -5 5 -7 8 -9 17 13 12 -13 -14 16 -16 -17 -18 -19
leaf_value=0.0046492703778424609 0.0044492727871215543 0.0074305697186105189 -0.0091264908550205467 -0.0020862692820660454 0.0025480254676650067 -0.012504394490653641 0.0097154097134543958 0.003714510537024152 0.0032579293919061001 -0.0071122316268309943 0.004807260079185225 6.1531515225867576e-05 0.021559688273467794 0.0049075968484083403 0.0025760143399890102 0.018230938881687749 -0.00052274439715662205 -0.0057035178661037061
leaf_weight=53 55 53 52 81 52 53 201 94 59 54 56 185 52 914 154 52 96 53
leaf_count=53 55 53 52 81 52 53 201 94 59 54 56 185 52 914 154 52 96 53
internal_value=0 0.00406764 -0.0021315 0.00438375 -0.00177361 -0.00503275 0.0046437 0.00851551 0.0042203 0.00456068 0.00680138 0.00509321 0.0128899 0.00365042 5.21591e-05 0.0127964 0.00438967 -0.000966715
internal_weight=0 2211 107 2104 158 105 2023 199 1824 1712 494 386 108 1218 208 105 1010 112
internal_count=2369 2211 107 2104 158 105 2023 199 1824 1712 494 386 108 1218 208 105 1010 112
is_linear=0
shrinkage=0.16829


Tree=6766
num_leaves=23
num_cat=0
split_feature=1 4 12 1 12 12 13 49 1 13 1455 43 151 48 43 12 51 159 4 1 1 52
split_gain=11.5051 1.69157 1.12635 0.848549 0.716049 0.661194 0.343747 0.333882 0.299522 0.230095 0.241538 0.2267 0.205831 0.176656 0.147257 0.122799 0.120475 0.105724 0.090728 0.0895708 0.0976551 0.0840865
threshold=0.10915500000000002 0.27287000000000006 0.088745000000000004 0.093505000000000019 -1.0000000180025095e-35 0.091545000000000015 -0.10899499999999999 -0.014169999999999999 0.081540000000000015 -0.10278499999999999 0.068185000000000009 -0.072864999999999985 0.009020000000000002 0.097945000000000018 0.059230000000000012 0.11628000000000001 -0.08860999999999998 0.091215000000000018 -0.0084099999999999991 0.096630000000000008 0.10335000000000001 0.10096500000000001
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 13 5 -5 9 -3 -6 15 -1 12 -8 14 -2 17 16 -7 -11 21 -9 -21 -18
right_child=1 6 -4 4 7 8 11 19 -10 10 -12 -13 -14 -15 -16 -17 18 -19 -20 20 -22 -23
leaf_value=0.0014723540789157688 0.00052778520417784522 0.00022556927027518305 0.0011028957077082889 0.00073577140508660193 0.00088867600491491616 0.00099161198350473955 0.00036936625317435934 0.0010734587754904165 0.0013462664688999948 0.0012853739417288562 0.0014253172555440603 0.00062382232355392303 0.0010449862055794093 0.00077561086021758372 0.0011236971889921122 0.00096119371127191284 0.0012376902749282102 0.0011371131836018181 0.0010524241540639176 0.0013349147241746855 0.0011494031084902656 0.0010990448717780178
leaf_weight=64 81 72 91 66 52 66 74 55 63 758 96 81 53 53 82 63 142 61 80 64 70 82
leaf_count=64 81 72 91 66 52 66 74 55 63 758 96 81 53 53 82 63 142 61 80 64 70 82
internal_value=0 0.000616153 0.000819075 0.00120157 0.00104184 0.00123201 0.000414864 0.00112552 0.00113117 0.00127688 0.00126493 0.000502567 0.00124875 0.000626069 0.0012607 0.00109979 0.0011233 0.00127437 0.00115177 0.00119049 0.00123827 0.00118709
internal_weight=0 452 225 1917 307 1610 227 241 496 1114 1050 155 954 134 901 433 370 819 304 189 134 224
internal_count=2369 452 225 1917 307 1610 227 241 496 1114 1050 155 954 134 901 433 370 819 304 189 134 224
is_linear=0
shrinkage=0.0032998


Tree=6767
num_leaves=27
num_cat=0
split_feature=1 3 4 447 47 3 1 4 13 475 4 15 475 4 3 40 43 159 1 15 13 15 133 15 15 42
split_gain=10.232 1.76769 1.06127 0.871493 0.625408 0.494376 0.309545 0.34048 0.27573 0.326059 0.242512 0.388168 0.233695 0.300805 0.217734 0.214506 0.20703 0.146616 0.127437 0.152166 0.1269 0.113105 0.10469 0.0588178 0.0540125 0.0491637
threshold=0.104035 0.30112000000000005 -0.036279999999999993 0.084065000000000015 0.086785000000000015 -0.079724999999999976 0.13210500000000003 0.070595000000000005 0.031740000000000011 -0.085754999999999984 0.04105000000000001 -0.097984999999999989 -0.081629999999999994 -0.082869999999999985 -0.046989999999999997 -0.010334999999999999 -0.006474999999999999 0.085345000000000018 1.0000000180025095e-35 -0.046449999999999998 -0.078624999999999987 0.041820000000000003 0.085880000000000012 -0.091149999999999995 0.096385000000000012 -0.006494999999999999
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=3 2 -2 5 6 8 7 -4 9 -1 15 -12 -11 22 -6 -7 -9 -15 20 -20 -17 -10 -14 -3 -21 -22
right_child=1 23 4 -5 14 10 -8 16 21 12 11 -13 13 17 -16 18 -18 -19 19 24 25 -23 -24 -25 -26 -27
leaf_value=0.00094453647919865292 0.0010233138508405743 0.00030266708655566098 0.00038975175237198126 0.00071314016923954839 0.00098130883126282698 0.00088869848757369804 0.00035475680635415545 0.00055778712553306888 0.00096309525154685417 0.0013895708561370871 0.0011605904466156318 0.00081286183526855333 0.0013288534048260896 0.0011319294114999561 0.00067846775158302041 0.0011639657734758455 0.00082755780660729802 0.0013209229704329796 0.0010283268976360675 0.0012793753056897516 0.0010767012733996601 0.0011324682683194508 0.0011591733355234392 0.00014728116718180163 0.0011408842480864717 0.00094640863947798427
leaf_weight=54 88 57 56 57 54 52 77 60 85 76 56 97 192 485 52 87 67 52 58 101 61 98 55 52 54 86
leaf_count=54 88 57 56 57 54 52 77 60 85 76 56 97 192 485 52 87 67 52 58 101 61 98 55 52 54 86
internal_value=0 0.000606698 0.000697335 0.00111635 0.000618861 0.00112947 0.000531391 0.00060552 0.00117254 0.00119623 0.00105696 0.000940365 0.001212 0.00119474 0.000833078 0.00109264 0.000700385 0.0011503 0.00111628 0.00117624 0.00106156 0.00105399 0.00129121 0.000228861 0.00123135 0.00100072
internal_weight=0 563 454 1806 366 1749 260 183 1097 914 652 153 860 784 106 499 127 537 447 213 234 183 247 109 155 147
internal_count=2369 563 454 1806 366 1749 260 183 1097 914 652 153 860 784 106 499 127 537 447 213 234 183 247 109 155 147
is_linear=0
shrinkage=0.0032998


Tree=6768
num_leaves=20
num_cat=0
split_feature=4 150 0 0 11 49 0 4 15 150 15 52 52 1456 0 0 43 0 15
split_gain=7.49736 2.23623 0.955748 1.07242 0.8272 0.672289 0.572649 0.31993 0.31981 0.305414 0.435 0.241234 0.214727 0.181483 0.279122 0.274093 0.127366 0.121474 0.101034
threshold=0.30163500000000004 0.082965000000000025 -0.11327499999999999 -0.068669999999999995 1.0000000180025095e-35 0.13128500000000001 0.12113000000000002 -0.082184999999999994 0.090125000000000011 0.081245000000000026 -0.42759999999999992 -0.53937999999999986 -0.069694999999999993 -0.071109999999999993 -0.13740499999999997 -0.085719999999999977 -0.085224999999999981 -0.081444999999999976 0.08765000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 16 5 7 -6 8 12 10 17 -9 -1 15 -15 -13 -4 -2 -14
right_child=9 2 3 -5 6 -7 -8 11 -10 -11 -12 13 18 14 -16 -17 -18 -19 -20
leaf_value=0.00094961279455752531 0.00042747456576856612 0.00048455098567544094 0.0012129135107080324 0.00053106632856023172 0.0015724290941917806 0.00077020116623185639 0.0011168357966022937 0.001284073898292332 0.0014057873521129082 0.00068517837356721692 0.00023543483032316363 0.0013505439508328947 0.0012019757099984442 0.00084710264949487658 0.0010599926378884173 0.0010291339658987562 0.00099051967882717094 0.000635602192204711 0.0010463244277271549
leaf_weight=57 57 84 53 55 67 72 56 56 58 62 84 57 262 74 956 62 67 70 60
leaf_count=57 57 84 53 55 67 72 56 56 58 62 84 57 262 74 956 62 67 70 60
internal_value=0 0.00106228 0.000774772 0.000913876 0.00110279 0.00108394 0.00136529 0.00109767 0.00117498 0.000480665 0.000420404 0.00106961 0.00113957 0.00105912 0.00104473 0.00118338 0.00108904 0.000542468 0.00117308
internal_weight=0 2096 259 175 1837 1714 123 1642 437 273 211 1205 379 1149 1030 119 120 127 322
internal_count=2369 2096 259 175 1837 1714 123 1642 437 273 211 1205 379 1149 1030 119 120 127 322
is_linear=0
shrinkage=0.0032998


Tree=6769
num_leaves=23
num_cat=0
split_feature=3 2 11 401 484 3 3 1429 3 15 42 0 16 16 2 15 3 0 42 16 3 12
split_gain=0.19355 0.181284 0.169501 0.137193 0.117225 0.126188 0.238889 0.120099 0.105649 0.130018 0.15732 0.145214 0.152931 0.1052 0.0985835 0.0959043 0.0856997 0.200358 0.143356 0.0620071 0.0607785 0.0282579
threshold=0.31343500000000007 0.095120000000000024 0.077695000000000014 0.080710000000000018 -0.051889999999999999 -0.080734999999999987 -0.085784999999999986 0.084690000000000015 -0.14265999999999998 -0.026169999999999995 0.091090000000000018 -0.078084999999999988 0.0060650000000000009 -0.083104999999999984 0.10836000000000003 -0.23041999999999999 -0.072894999999999988 -0.067969999999999989 0.088285000000000016 -0.5020199999999998 -0.008649999999999998 0.094185000000000005
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 2 4 8 5 6 -1 15 14 10 13 -11 -13 19 -3 -6 18 -18 -17 -10 -15 -12
right_child=-2 3 -4 -5 7 -7 -8 -9 9 11 21 12 -14 20 -16 16 17 -19 -20 -21 -22 -23
leaf_value=0.015777179685787516 -0.0019944090817140174 0.013732471315823986 0.016055784103408379 -0.0047428539783893799 -0.00060661657337187074 0.01616154414889661 0.0017652318171829196 -0.0017879435095556021 0.0076084972719627055 -0.007788841159755761 -0.0023610313114535725 -0.0029896270122079 0.0078196413472498023 0.0078737546413972601 0.0042676477936004296 0.0071490498997489414 0.012844992336934648 0.0020695503403081977 0.0025187937330607025 -0.00054190486030362744 0.01515037539228538 0.0025723357373774983
leaf_weight=57 96 58 54 52 56 67 88 56 52 53 59 73 75 92 69 634 155 72 272 53 52 74
leaf_count=57 96 58 54 52 56 67 88 56 52 53 59 73 75 92 69 634 155 72 272 53 52 74
internal_value=0 0.00570632 0.00677495 0.00358493 0.00642975 0.0100993 0.00728577 0.00580345 0.00419739 0.0032343 0.00505753 -0.000221782 0.0024759 0.00755391 0.00860431 0.0061625 0.00649866 0.00943515 0.00576093 0.00347737 0.0105139 0.000370341
internal_weight=0 2273 1511 762 1457 212 145 1245 710 583 382 201 148 249 127 1189 1133 227 906 105 144 133
internal_count=2369 2273 1511 762 1457 212 145 1245 710 583 382 201 148 249 127 1189 1133 227 906 105 144 133
is_linear=0
shrinkage=0.16829


Tree=6770
num_leaves=14
num_cat=0
split_feature=10 41 1429 9 4 403 403 3 4 403 1 3 52
split_gain=0.333694 0.14546 0.137597 0.124605 0.120657 0.11731 0.124356 0.114774 0.194628 0.126021 0.112099 0.181902 0.114416
threshold=0.058500000000000003 0.079885000000000025 -0.086994999999999989 -1.0000000180025095e-35 -0.083709999999999993 0.085745000000000016 0.23343000000000003 0.092330000000000009 0.059230000000000012 -0.0083299999999999989 0.10061500000000002 -0.11756999999999999 0.090415000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 10 7 -7 9 -9 -6 11 -5 -13
right_child=-2 -3 3 4 5 6 -8 8 -10 -11 -12 12 -14
leaf_value=0.011955211081474536 -0.0092907344171413511 0.010594607138671233 -0.0039765410728824771 -0.0036894799853122136 0.00058353181517196485 0.012851655774043498 0.0032731063946377882 -0.007597403716038599 0.0036545079648098236 0.0043234852222701738 0.01209661142966576 0.0052368795356485262 0.013853626936881695
leaf_weight=59 53 97 58 56 349 71 85 77 100 961 80 258 53
leaf_count=59 53 97 58 56 349 71 85 77 100 961 80 258 53
internal_value=0 0.00420543 0.0039238 0.00370236 0.00391632 0.00324714 0.00764409 0.00278465 -0.00123024 0.00332849 0.00637197 0.0051192 0.00671111
internal_weight=0 2304 2207 2148 2090 1643 156 1487 177 1310 447 367 311
internal_count=2357 2304 2207 2148 2090 1643 156 1487 177 1310 447 367 311
is_linear=0
shrinkage=0.16829


Tree=6771
num_leaves=31
num_cat=0
split_feature=1 12 3 1 10 13 47 2 2 2 12 3 15 1 12 11 3 133 3 52 13 133 13 2 133 13 2 13 13 12
split_gain=16.453 2.97784 2.76197 1.93296 1.54924 1.10993 0.7095 0.691235 0.69047 0.453532 0.376185 0.395019 0.372498 0.350366 0.267485 0.328712 0.256614 0.23882 0.198659 0.131094 0.121308 0.120876 0.287939 0.138886 0.137864 0.104954 0.0848496 0.0831887 0.110192 0.0389654
threshold=0.10776500000000001 0.077755000000000005 -0.053499999999999992 0.092485000000000026 -1.0000000180025095e-35 -0.0042049999999999995 0.10019500000000002 0.087525000000000006 0.11444000000000001 0.098215000000000011 0.089765000000000025 -0.097224999999999992 -0.013349999999999999 0.085720000000000005 0.11721500000000001 0.08326500000000002 0.045635000000000002 0.0035300000000000006 -0.08841499999999998 0.25683000000000006 -0.40078499999999995 -0.0081099999999999974 -0.08231999999999999 0.08400500000000001 0.085720000000000018 -0.08731499999999999 0.10272000000000002 -0.011154999999999998 -0.055129999999999992 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 9 -4 -5 16 10 -2 13 11 -3 -12 -1 15 17 -6 18 -9 26 -18 23 24 -13 -23 -20 -19 28 -14 -25
right_child=2 7 4 5 6 -7 -8 14 -10 -11 12 21 27 -15 -16 -17 20 19 25 -21 -22 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0014268316541360508 0.0011176660086501672 0.0017196072851743004 -9.0390977606630868e-05 0.00034839421861394864 0.00019286144904290619 0.00094377135824444262 0.00079550956639495895 0.0010514559186345785 0.00064865389880581256 0.00093333832308150212 0.0010643600323153725 0.0013705417295764842 0.0013951057611207628 0.0010866779694131755 0.0010273731647218441 0.0015064538352826196 0.00036751953177728043 0.0013043898943256591 0.0011118398018936091 0.0014369540659891909 0.00058885906095415238 0.0012131789562688823 0.0015121956864151322 0.0016160472630328577 0.0014136204661678927 0.0012906149051669039 0.0011715615344354588 0.0014634909831317696 0.0011882436809510977 0.0014863968059513563
leaf_weight=85 85 52 63 61 54 78 62 96 58 54 63 90 72 56 54 61 59 257 54 70 52 113 96 58 61 134 74 63 52 70
leaf_count=85 85 52 63 61 54 78 62 96 58 54 63 90 72 56 54 61 59 257 54 70 52 113 96 58 61 134 74 63 52 70
internal_value=0 0.00126432 0.000552218 0.000980665 0.000366953 0.000682744 0.000494036 0.00132388 0.000927684 0.00119285 0.00139352 0.00144305 0.00128639 0.00129199 0.00125506 0.0012715 0.000380541 0.00125052 0.00117603 0.00130319 0.000471528 0.00141351 0.00136504 0.00147338 0.00128365 0.00123945 0.0012748 0.001361 0.00130864 0.00154542
internal_weight=0 1924 433 334 290 139 227 1590 143 195 790 540 250 141 800 746 165 685 284 401 111 488 270 218 174 188 331 187 124 128
internal_count=2357 1924 433 334 290 139 227 1590 143 195 790 540 250 141 800 746 165 685 284 401 111 488 270 218 174 188 331 187 124 128
is_linear=0
shrinkage=0.0032998


Tree=6772
num_leaves=22
num_cat=0
split_feature=4 12 2 2 2 15 3 3 13 2 2 12 1447 12 13 12 52 402 3 13 1456
split_gain=7.79076 3.72617 1.14175 0.91844 1.32674 0.716344 0.498645 0.461522 0.733555 0.40709 0.345498 0.263137 0.167286 0.169928 0.159368 0.150004 0.120435 0.11186 0.0863515 0.156856 0.0804373
threshold=0.30163500000000004 0.077755000000000005 0.12454500000000002 0.099325000000000011 0.074875000000000011 -0.41309499999999993 -0.14162499999999997 -0.013119999999999998 -0.076584999999999986 0.087765000000000024 0.087525000000000006 -0.042789999999999988 -0.051529999999999992 0.085945000000000008 -0.078734999999999986 0.092495000000000008 -0.082554999999999976 0.082915000000000016 -0.072894999999999988 -0.048554999999999994 -0.071109999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 11 16 -5 -9 -6 15 -2 -12 -14 -15 17 -3 20 19 -17 -8
right_child=5 2 -4 7 9 -7 10 8 -10 -11 12 -13 13 14 -16 18 -18 -19 -20 -21 -22
leaf_value=0.00048227157893899786 0.00030065651613444508 0.0012880394156600976 0.00051800236265603827 0.0002209588501788467 0.0012255019265367225 7.5418462676834171e-05 0.0011695504058104138 0.00032527036112637144 0.0007808847468887386 0.00085736418305810405 0.0011097349263321451 0.0005823507170068425 0.00074499047406611715 0.0010168837434785928 0.00089613629015885112 0.00080474528421281154 0.0010788675994414987 0.0011653498796414836 0.0010724086080626059 0.0010276564707492033 0.001027008360845332
leaf_weight=92 73 78 54 52 52 97 52 69 88 92 56 73 58 184 376 75 54 101 53 68 460
leaf_count=92 73 78 54 52 52 97 52 69 88 92 56 73 58 184 376 75 54 101 53 68 460
internal_value=0 0.000919763 0.000991339 0.000651236 0.000792555 0.000295661 0.00100714 0.000491492 0.000580871 0.000990547 0.00098971 0.000441745 0.000933997 0.000918016 0.000935873 0.00103608 0.00120274 0.00106201 0.00095482 0.000910991 0.00104155
internal_weight=0 2114 1669 445 236 243 1615 209 157 144 1483 146 674 618 560 809 132 613 196 143 512
internal_count=2357 2114 1669 445 236 243 1615 209 157 144 1483 146 674 618 560 809 132 613 196 143 512
is_linear=0
shrinkage=0.0032998


Tree=6773
num_leaves=19
num_cat=0
split_feature=1 34 49 4 151 0 0 0 157 49 151 0 4 0 47 1 16 43
split_gain=0.246651 0.151732 0.136198 0.190314 0.166264 0.130941 0.16805 0.200898 0.115431 0.210811 0.160888 0.11502 0.163098 0.117729 0.115284 0.0911129 0.0786175 0.0530471
threshold=0.11551000000000002 -1.0000000180025095e-35 -0.014169999999999999 0.23590000000000003 -0.083919999999999981 0.0060900000000000008 -0.074544999999999986 -0.11471499999999998 -0.08577499999999999 0.0033550000000000003 -0.08317999999999999 0.047740000000000012 -0.13833499999999996 0.12445000000000002 0.078875000000000015 0.081755000000000008 0.0086100000000000013 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -2 9 -4 17 12 -12 -13 -14 -6 -8 -10
right_child=5 2 8 -5 15 -7 16 -9 10 -11 11 13 14 -15 -16 -17 -18 -19
leaf_value=0.014079571279001182 0.0032143212910905566 -0.0037108585077887395 0.0073758129813553111 -0.0070759294860763405 0.0018903054595511412 -0.007215705526568454 0.011076221455982105 -0.010129516514639843 0.0088611634093560456 -0.0062950262698126007 -0.0031029291300238796 0.016182723627893279 0.0050560495004657868 0.0055669248979454584 0.010432071032888672 0.010255482815089324 0.0024284553794751461 0.015916375855329557
leaf_weight=56 78 58 67 56 63 54 56 54 73 61 64 57 1161 63 126 91 65 54
leaf_count=56 78 58 67 56 63 54 56 54 73 61 64 57 1161 63 126 91 65 54
internal_value=0 0.00542141 0.00517735 0.00163828 0.00394862 0.000300303 0.00191161 -0.00223091 0.00572583 0.000846768 0.00611552 0.00561703 0.00517093 0.0106244 0.00558377 0.00684503 0.00644558 0.0118752
internal_weight=0 2050 1994 268 212 307 253 132 1726 128 1598 1471 1351 120 1287 154 121 127
internal_count=2357 2050 1994 268 212 307 253 132 1726 128 1598 1471 1351 120 1287 154 121 127
is_linear=0
shrinkage=0.16829


Tree=6774
num_leaves=22
num_cat=0
split_feature=10 2 13 43 13 159 403 2 2 0 2 402 13 13 151 52 2 157 13 42 13
split_gain=0.234927 0.207139 0.191644 0.164502 0.181719 0.131681 0.120215 0.276032 0.247116 0.222622 0.215469 0.110487 0.251773 0.199356 0.133759 0.118982 0.105966 0.0991815 0.077539 0.0825843 0.0647731
threshold=0.058500000000000003 0.08647500000000001 0.22245000000000001 -0.14839499999999997 -0.096154999999999977 0.087575000000000014 -0.085464999999999985 0.078405000000000016 0.083715000000000026 -0.087084999999999982 -0.007134999999999999 0.081585000000000019 -0.050754999999999995 -0.088589999999999988 0.015440000000000001 0.093995000000000009 0.10859000000000001 -0.087319999999999995 -0.0031999999999999993 0.084895000000000012 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 11 8 9 -6 -8 -11 13 -13 15 17 20 -7 -15 19 -9 -3
right_child=-2 2 -4 4 6 16 7 18 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.014888953747361924 -0.0071093850779055182 -0.0012636049527731605 -0.0053981412260615605 0.014025861010952644 0.0075261822289842276 0.011144532149806031 -0.0040145578199981191 0.0060555794285739994 -0.0050898672346524542 -0.0034497915771180927 0.0078262225010376375 0.0055304634259886153 -0.01071336414003287 -0.001396025478056156 -0.003329795000598114 0.0044057096759412351 0.0033595219220728246 0.0053948449962645207 0.016005108161921574 0.014324947093799563 -0.0095117657411251579
leaf_weight=58 53 55 74 67 85 103 90 104 91 60 236 55 53 66 61 52 97 731 60 52 54
leaf_count=58 53 55 74 67 85 103 90 104 91 60 236 55 53 66 61 52 97 731 60 52 54
internal_value=0 0.00421099 0.00292749 0.00620034 0.00560183 0.00339312 0.00487406 0.00600577 0.000992903 0.00330336 0.00553447 0.0026844 -0.00242441 0.00322763 0.004248 -0.00219899 0.00737779 0.00483024 0.0108267 0.00882355 -0.00536633
internal_weight=0 2304 1401 903 845 1327 778 602 176 386 296 1127 108 1019 858 161 200 797 216 156 109
internal_count=2357 2304 1401 903 845 1327 778 602 176 386 296 1127 108 1019 858 161 200 797 216 156 109
is_linear=0
shrinkage=0.16829


Tree=6775
num_leaves=27
num_cat=0
split_feature=1 52 12 1 12 12 43 16 151 4 160 4 0 2 1 12 1 2 151 403 4 43 2 12 16 133
split_gain=12.8543 3.09538 1.86973 1.28678 1.14231 1.00075 0.742981 0.540417 0.482435 0.341937 0.248857 0.288695 0.228626 0.221848 0.202924 0.169407 0.135658 0.13068 0.113122 0.0909803 0.0955214 0.0818563 0.0838074 0.0657326 0.0533282 0.0519361
threshold=0.104035 -0.41304999999999997 0.077755000000000005 0.13662500000000002 0.090255000000000016 0.088745000000000004 -0.073404999999999984 -0.14483499999999996 -0.00016499999999999997 -0.0073899999999999999 -0.43697499999999995 0.020345000000000005 -0.081614999999999979 0.14530500000000005 0.08956500000000002 0.083785000000000012 0.11414000000000001 0.092235000000000025 -0.0060399999999999994 0.10014000000000002 -0.085054999999999992 -0.12584499999999996 0.11237500000000002 0.10254500000000001 -0.10346499999999999 0.087445000000000009
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 6 5 14 7 -1 16 -8 -9 -6 12 23 -5 15 -4 -3 -10 25 20 -20 -14 -23 -12 -13 -17
right_child=1 3 4 13 10 -7 8 9 17 -11 11 24 21 -15 -16 18 -18 -19 19 -21 -22 22 -24 -25 -26 -27
leaf_value=0.00098721912827907845 0.0016168375109050438 0.0011082193039682075 0.0017745971888899529 0.00066943447648864899 0.0012230649926066031 0.0012043160461963052 0.0010959618515288985 0.00083216767392317017 0.00157744702875883 0.00049534447398613939 0.0016747158306754711 0.0014001718103933553 0.0013431991433304324 0.00038698840148425237 0.0014224624413787129 0.0015935330792235791 0.00086547776546399462 0.0013696964660706483 0.0017438578362346498 0.0015140784301702868 0.0016307796299069039 0.0015043952911932043 0.0013576447541863578 0.0015154024372975065 0.0012557500057463155 0.0014381328687336531
leaf_weight=83 60 52 96 62 52 99 55 68 64 65 88 60 64 61 52 60 53 79 117 61 399 275 57 52 70 52
leaf_count=83 60 52 96 62 52 99 55 68 64 65 88 60 64 61 52 60 53 79 117 61 399 275 57 52 70 52
internal_value=0 0.000911304 0.00149921 0.000819201 0.00154407 0.00092478 0.00125084 0.000808354 0.00136117 0.00066782 0.00144707 0.0014645 0.00149884 0.000529646 0.00162725 0.00164077 0.000986028 0.00146292 0.00162207 0.00164149 0.00165649 0.0014574 0.00147931 0.00161579 0.00132268 0.0015217
internal_weight=0 520 1836 460 1555 337 281 238 198 133 718 666 536 123 837 785 105 143 689 577 516 396 332 140 130 112
internal_count=2356 520 1836 460 1555 337 281 238 198 133 718 666 536 123 837 785 105 143 689 577 516 396 332 140 130 112
is_linear=0
shrinkage=0.0032998


Tree=6776
num_leaves=23
num_cat=0
split_feature=4 12 12 12 2 2 4 12 11 4 2 12 51 2 11 159 1455 2 0 12 43 12
split_gain=21.9435 9.93455 3.14553 1.3138 1.21762 1.79994 0.890407 0.687565 0.559496 0.445285 0.362889 0.33025 0.2897 0.286131 0.197765 0.1857 0.189729 0.176216 0.161389 0.117234 0.0720279 0.0295881
threshold=0.30163500000000004 0.077755000000000005 0.092495000000000008 0.13820000000000002 -0.0091949999999999983 0.10859000000000001 -0.047714999999999987 -0.042789999999999988 1.0000000180025095e-35 0.053255000000000004 0.093565000000000023 0.083785000000000012 0.091505000000000017 0.11543000000000002 0.081790000000000015 0.087410000000000015 0.078065000000000009 0.090225000000000014 -0.07304999999999999 0.097755000000000022 -0.081114999999999979 0.10090500000000001
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 4 8 9 -1 6 -6 -2 11 14 -8 -3 -7 -9 18 16 17 -13 20 -20 -4 -11
right_child=7 2 3 -5 5 12 10 13 -10 21 -12 15 -14 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0050106500343751305 0.0046775713237678642 0.0063594480414152603 0.0061028053707998572 0.0053599183896749936 0.0060017667005997678 0.0053786905018949642 0.0057151507043929533 0.0052188761165033251 0.0064638057084163902 0.0057966136072039745 0.0053765814945774476 0.0061452658232759739 0.0050533047776897266 0.0049084942189612157 0.0061526763280725962 0.0059547126469727913 0.0063343433205041112 0.0059917575254401952 0.0057262581325874529 0.0059225473240333039 0.0059463359035048322 0.0056391406050356127
leaf_weight=54 101 76 68 53 84 80 89 62 66 59 66 616 57 86 58 82 59 119 72 112 179 58
leaf_count=54 101 76 68 53 84 80 89 62 66 59 66 616 57 86 58 82 59 119 72 112 179 58
internal_value=0 0.00592913 0.00604407 0.00586532 0.00548078 0.00554821 0.00572269 0.00489239 0.00615975 0.00590947 0.00557121 0.00613863 0.00524357 0.00503876 0.005955 0.00611943 0.0061364 0.00612046 0.00592832 0.00584593 0.00598956 0.00571885
internal_weight=0 2107 1677 659 430 376 239 249 1018 606 155 952 137 148 489 876 794 735 431 184 247 117
internal_count=2356 2107 1677 659 430 376 239 249 1018 606 155 952 137 148 489 876 794 735 431 184 247 117
is_linear=0
shrinkage=0.0032998


Tree=6777
num_leaves=19
num_cat=0
split_feature=2 1456 41 39 13 51 479 2 4 42 159 159 1 4 39 13 42 13
split_gain=0.327069 0.214311 0.181748 0.108056 0.172669 0.0963645 0.079444 0.114386 0.16666 0.108897 0.0840592 0.0723683 0.104301 0.15625 0.180773 0.161 0.0396168 0.0735935
threshold=0.10527500000000002 -0.092389999999999986 0.083525000000000016 0.081875000000000017 -0.009329999999999998 0.13691500000000004 0.086465000000000014 0.09678500000000001 -0.13833499999999996 0.079170000000000004 0.087410000000000015 0.10402500000000002 0.084795000000000023 -0.14236999999999997 0.085095000000000018 -0.11255999999999998 -0.068494999999999986 -0.06457499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 11 7 8 -3 -9 -10 12 16 -14 15 -15 -2 -18
right_child=5 2 -4 4 -6 -7 -8 9 10 -11 -12 -13 13 14 -16 -17 17 -19
leaf_value=0.019249049962286342 0.013015243283272042 0.0029319400627776382 0.00036749095567222305 0.011398264256864599 -0.0012992948057790952 -0.00061334986695727237 0.0043750267215354605 0.012255620487256267 0.011562668227894132 0.021803486763926409 0.007017155413325653 0.011492202869354587 0.011474884283770335 0.0060949213752606295 0.0092544420302341779 -0.0054631972907625134 0.010977560574797126 0.0026817389366567967
leaf_weight=78 52 76 52 67 55 56 52 102 1108 52 131 77 59 52 63 99 71 54
leaf_count=78 52 76 52 67 55 56 52 102 1108 52 131 77 59 52 63 99 71 54
internal_value=0 0.010598 0.0101988 0.0105089 0.00565923 0.00599465 0.0108967 0.0111263 0.0106138 0.0154912 0.0110835 0.00670023 0.00587628 0.00380192 0.00167808 -0.00147102 0.00906557 0.00740814
internal_weight=0 1773 1695 1643 122 583 1521 1469 1315 154 1239 527 450 273 214 151 177 125
internal_count=2356 1773 1695 1643 122 583 1521 1469 1315 154 1239 527 450 273 214 151 177 125
is_linear=0
shrinkage=0.16829


Tree=6778
num_leaves=22
num_cat=0
split_feature=3 157 41 13 403 157 481 160 13 1 13 49 49 52 1 15 40 15 13 133 52
split_gain=0.254349 0.233744 0.163639 0.146139 0.172034 0.144679 0.102609 0.13778 0.152272 0.146274 0.115632 0.0988274 0.0839155 0.160074 0.145262 0.180979 0.0892905 0.0993491 0.0633141 0.0708662 0.0362024
threshold=-0.065259999999999999 -0.080299999999999996 0.083035000000000012 -0.08151499999999999 -0.084294999999999981 -0.08205999999999998 -0.052634999999999994 -0.088854999999999976 0.056910000000000009 0.10384000000000002 -0.0078949999999999975 0.088340000000000016 0.14255500000000002 0.12431000000000002 0.14000500000000002 0.016500000000000004 -0.081564999999999985 -0.015464999999999998 -0.083034999999999984 -0.12305499999999998 -0.0093349999999999978
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=2 -2 3 4 -1 -5 -7 -8 10 -10 -9 18 13 14 15 16 -3 -18 19 -6 -21
right_child=1 12 -4 5 11 6 7 8 9 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22
leaf_value=0.019345899900054139 -0.0055596506366913353 0.010333228234097897 -7.5091820309464795e-05 0.014849026185183628 0.013995743027803336 0.00023372847604515829 0.01418862355028243 0.006963419460849855 0.00036887267523556794 0.010653619802238386 0.011902916368985212 0.016278751540492763 -0.00020401467660313043 0.013807790832450583 -0.0022015493970137957 0.014340123563930683 0.0052236829208192337 -0.0027725686649982591 0.014947360018350451 0.0055350188209422561 0.0092449518905417527
leaf_weight=70 53 75 54 84 59 52 91 420 144 54 200 70 55 77 60 72 252 53 52 139 170
leaf_count=70 53 75 54 84 59 52 91 420 144 54 200 70 55 77 60 72 252 53 52 139 170
internal_value=0 0.00516547 0.00900405 0.00931064 0.011512 0.00812923 0.00753999 0.00795598 0.00726042 0.00318288 0.0085597 0.0103892 0.00605092 0.00663804 0.00555627 0.00659004 0.00511688 0.00382828 0.00940336 0.00861509 0.0075819
internal_weight=0 697 1659 1605 560 1045 961 909 818 198 620 490 644 589 512 452 380 305 420 368 309
internal_count=2356 697 1659 1605 560 1045 961 909 818 198 620 490 644 589 512 452 380 305 420 368 309
is_linear=0
shrinkage=0.16829


Tree=6779
num_leaves=22
num_cat=0
split_feature=2 15 4 43 11 2 12 12 0 15 483 1456 0 15 43 34 15 1 2 15 43
split_gain=0.193677 0.194344 0.233583 0.243168 0.15386 0.163594 0.105897 0.220438 0.219003 0.193628 0.206031 0.0981508 0.0852025 0.0791431 0.0964555 0.0771098 0.0668746 0.0809803 0.0354528 0.0309852 0.0295849
threshold=0.098365000000000022 -0.41971499999999995 0.41488500000000006 -0.15109999999999998 0.080320000000000016 -0.007134999999999999 0.092495000000000008 0.097240000000000007 -0.074274999999999994 -0.14733499999999997 0.090840000000000018 0.085185000000000011 -0.07385499999999999 -0.10981499999999998 0.092445000000000013 -0.081364999999999993 0.0056700000000000006 0.088340000000000016 0.087610000000000007 0.090000000000000011 -0.069434999999999983
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=4 -2 3 -3 5 15 8 12 9 -7 11 -11 18 -5 16 -1 17 -15 -8 20 -9
right_child=1 2 -4 13 -6 6 7 19 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0055058956926490625 0.011519848204588762 -0.0060242366295322307 -0.0073425304727742623 0.011357588193452259 0.015892243112604686 -0.0014983451247318591 0.0068298428147414748 0.010648957580638291 0.016387825529791192 0.0073362056618183251 0.018735497576668186 0.014654359488845033 -0.0037131534640976217 0.0073077813649336035 -0.0017048154641647708 -0.0034823716959046232 0.0093276365978523443 0.0018665018094949498 0.0012708852500894945 0.01257498717561985 0.0049855404699688955
leaf_weight=53 92 59 54 56 61 59 60 54 93 822 52 56 63 142 59 55 101 173 73 65 54
leaf_count=53 92 59 54 56 61 59 60 54 93 822 52 56 63 142 59 55 101 173 73 65 54
internal_value=0 0.00427695 0.00323946 0.00421103 0.00757622 0.00724968 0.00772017 0.0052457 0.00856239 0.00782472 0.00841811 0.00780501 0.00137059 0.00535167 0.00463982 0.000911902 0.00554398 0.0043251 0.00379219 0.00962561 0.00783388
internal_weight=0 736 644 590 1620 1559 1451 369 1082 989 930 878 196 531 475 108 416 315 133 173 108
internal_count=2356 736 644 590 1620 1559 1451 369 1082 989 930 878 196 531 475 108 416 315 133 173 108
is_linear=0
shrinkage=0.16829


Tree=6780
num_leaves=13
num_cat=0
split_feature=3 474 50 50 0 132 4 393 4 3 0 13
split_gain=0.194364 0.130594 0.167049 0.145881 0.242481 0.12312 0.101327 0.119268 0.135765 0.0330562 0.0381115 0.0596332
threshold=0.31370500000000007 0.10523500000000001 0.12045500000000002 1.0000000180025095e-35 -0.074939999999999993 -0.092774999999999982 0.5137400000000002 0.086855000000000016 0.26900000000000007 -0.085684999999999997 -0.090164999999999981 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 -1 7 8 -7 -5 -11 -12
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 10 11 -13
leaf_value=0.011469864540357481 -0.0025944177454664658 0.013014280867133188 -0.00113017182799984 0.0094859850204623234 0.017720452619014667 0.0054269063340300142 0.011941255095263476 -0.0027055413227504437 -4.0098652015200282e-05 0.0084349971722594685 -0.00035939942549651518 0.0074541374234806043
leaf_weight=85 82 68 102 83 72 1395 56 60 141 71 57 53
leaf_count=85 82 68 102 83 72 1395 56 60 141 71 57 53
internal_value=0 0.00573248 0.005504 0.00583129 0.00904843 0.00520794 0.00488466 0.00463594 0.00492388 0.00667652 0.00537828 0.00338897
internal_weight=0 2243 2175 2073 336 1737 1652 1596 1536 264 181 110
internal_count=2325 2243 2175 2073 336 1737 1652 1596 1536 264 181 110
is_linear=0
shrinkage=0.16829


Tree=6781
num_leaves=22
num_cat=0
split_feature=1 52 12 1 52 1 1210 12 4 124 50 4 1 42 12 51 1 1 483 483 4
split_gain=6.91637 1.70923 0.947207 0.924721 0.59066 0.528336 0.300661 0.291292 0.353525 0.337824 0.193665 0.22899 0.196074 0.230877 0.180767 0.150116 0.238021 0.13969 0.0970632 0.099899 0.0903111
threshold=0.10538500000000002 -0.40011499999999994 0.077755000000000005 0.13891000000000003 0.12431000000000002 0.093575000000000019 -0.08107499999999998 -1.0000000180025095e-35 0.36766000000000004 -0.08231999999999999 0.12394500000000001 -0.085574999999999984 0.090485000000000024 0.090375000000000025 0.085425000000000015 -0.033449999999999987 0.079415000000000013 0.080475000000000005 0.092420000000000016 0.023975000000000003 -0.097514999999999977
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=2 -2 5 4 7 15 -4 9 -9 -3 11 14 18 -14 -8 -1 -17 20 19 -13 -16
right_child=1 3 6 -5 -6 -7 10 8 -10 -11 -12 12 13 -15 17 16 -18 -19 -20 -21 -22
leaf_value=0.00078563071956971029 0.0011021664965215514 0.00055969053328597793 0.0011963566699130124 0.00018144521533960834 0.00085719637917102461 0.00061081608991277105 0.0012681369951888454 0.00072108149407289148 0.00041879268513362548 0.00020948981714988683 0.00081666025441459917 0.0010057674401675173 0.00071547201481257173 0.00098741837531953771 0.00087682051847098722 0.00084158969993029667 0.0011375889139136719 0.0011679366849588809 0.00089012352468163379 0.001138825189945097 0.0010670647659088168
leaf_weight=71 53 55 94 93 58 99 57 91 80 67 61 843 60 83 54 65 57 73 77 71 63
leaf_count=71 53 55 94 93 58 99 57 91 80 67 61 843 60 83 54 65 57 73 77 71 63
internal_value=0 0.000541567 0.000980756 0.000474569 0.000552134 0.000807884 0.0010136 0.000491626 0.000579866 0.000367656 0.00100166 0.0010098 0.000989668 0.000873561 0.00110211 0.000908788 0.000980173 0.00105212 0.00100639 0.00101614 0.000979561
internal_weight=0 497 1828 444 351 292 1536 293 171 122 1442 1381 1134 143 247 193 122 190 991 914 117
internal_count=2325 497 1828 444 351 292 1536 293 171 122 1442 1381 1134 143 247 193 122 190 991 914 117
is_linear=0
shrinkage=0.0032998


Tree=6782
num_leaves=11
num_cat=0
split_feature=148 3 2 12 1210 3 0 0 3 1
split_gain=0.189892 0.172578 0.15746 0.107951 0.111303 0.117265 0.120521 0.184159 0.0629782 0.0606443
threshold=-0.079549999999999996 0.31343500000000007 -0.013254999999999998 0.11247500000000001 -0.08107499999999998 -0.22740999999999997 -0.18560999999999997 -0.11169999999999998 -0.057369999999999997 0.096125000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 9 -8 -5 -7
right_child=1 -3 3 8 5 6 7 -9 -10 -11
leaf_value=-0.0025739702702567068 0.012370834481432296 -0.0019064413391986189 0.01085754630896921 0.0068024732159238299 0.011374179274050253 0.0060937533857371353 -0.00053417637169009215 0.0048706772630919644 0.014306609249675112 0.014193564838161869
leaf_weight=86 98 86 92 73 75 55 203 1447 58 52
leaf_count=86 98 86 92 73 75 55 203 1447 58 52
internal_value=0 0.00547045 0.00576595 0.0054501 0.00512994 0.00484133 0.00456144 0.00420463 0.0101386 0.0100469
internal_weight=0 2239 2153 2055 1924 1832 1757 1650 131 107
internal_count=2325 2239 2153 2055 1924 1832 1757 1650 131 107
is_linear=0
shrinkage=0.16829


Tree=6783
num_leaves=24
num_cat=0
split_feature=4 3 3 43 3 43 4 15 43 47 4 3 4 484 160 484 15 52 15 155 3 160 52
split_gain=16.5745 5.69426 2.65244 1.71713 1.30509 1.2637 0.50934 0.451963 0.394263 0.296289 0.297021 0.468379 0.269217 0.366997 0.244458 0.226445 0.194036 0.174973 0.199142 0.156915 0.337539 0.132775 0.0842767
threshold=0.27287000000000006 -0.049204999999999992 0.20828500000000003 -0.031974999999999996 0.16158000000000003 -0.049914999999999994 0.49433000000000005 -0.12640499999999996 -0.085594999999999991 0.077555000000000013 -0.14538499999999996 0.088465000000000002 -0.021234999999999997 0.085435000000000025 -0.089629999999999974 -0.084699999999999984 -0.089734999999999995 -0.025904999999999994 -0.019239999999999997 0.11814000000000001 -0.13088999999999998 -0.021249999999999995 0.0060650000000000009
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=1 7 3 8 5 -2 -7 -1 -3 10 -5 -12 13 15 22 -9 -16 18 -18 20 -17 -19 -14
right_child=4 2 -4 9 -6 6 -8 12 -10 -11 11 -13 14 -15 16 19 17 21 -20 -21 -22 -23 -24
leaf_value=0.0018361045188603708 0.00045803647917189318 0.0011997399835115567 0.00052655567871269363 0.0015809500555289981 0.00017828893350188308 0.0012076000374401246 0.00076551091000168019 0.0018132111326852607 0.00085701404260990987 0.0016703826354199614 0.0014751072563629019 0.0010602419986877705 0.0017613515162569851 0.0013577171948896682 0.001349328131659955 0.0018746059915816706 0.0015197988305751555 0.0013396515685215546 0.0017696192185373599 0.001445676068634996 0.0016170808446602262 0.0015509269919352245 0.0015875224345142398
leaf_weight=90 90 66 58 62 55 56 59 80 85 56 70 53 52 54 89 62 109 73 55 53 732 66 100
leaf_count=90 90 66 58 62 55 56 59 80 85 56 70 53 52 54 89 62 109 73 55 53 732 66 100
internal_value=0 0.00151477 0.0011862 0.00128371 0.000630483 0.000751632 0.000981095 0.0016063 0.00100705 0.00145691 0.00139211 0.00129663 0.00159271 0.00162596 0.0015327 0.00164154 0.0014882 0.00152887 0.00160379 0.00162529 0.00163723 0.00144022 0.00164722
internal_weight=0 2065 450 392 260 205 115 1615 151 241 185 123 1525 981 544 927 392 303 164 847 794 139 152
internal_count=2325 2065 450 392 260 205 115 1615 151 241 185 123 1525 981 544 927 392 303 164 847 794 139 152
is_linear=0
shrinkage=0.0032998


Tree=6784
num_leaves=12
num_cat=0
split_feature=3 48 3 12 147 0 0 11 124 13 4
split_gain=0.145308 0.125877 0.149268 0.111067 0.137743 0.153144 0.231049 0.228714 0.0911365 0.0827215 0.0498706
threshold=0.31370500000000007 0.13252500000000003 0.12991000000000003 0.11247500000000001 0.084575000000000025 -0.18901999999999997 -0.11169999999999998 1.0000000180025095e-35 -0.085059999999999983 -0.00067499999999999993 -0.0041799999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -8 -5 -6
right_child=-2 -3 -4 9 10 6 8 -9 -10 -11 -12
leaf_value=0.013220363295049487 -0.0015455041687075905 -0.0025092014009467944 0.014774744740305507 0.0050574106080851656 0.0030126490018068113 -0.0038845213760572458 0.012683418336712467 0.009147147386952343 0.0057463714970592134 0.013726359792700772 -0.004216405535641011
leaf_weight=73 82 52 52 52 55 136 56 53 1580 81 53
leaf_count=73 82 52 52 52 55 136 56 53 1580 81 53
internal_value=0 0.0056501 0.00584457 0.00562663 0.00531254 0.00564527 0.00534128 -0.000220632 0.00598492 0.0103505 -0.000518308
internal_weight=0 2243 2191 2139 2006 1898 1825 189 1636 133 108
internal_count=2325 2243 2191 2139 2006 1898 1825 189 1636 133 108
is_linear=0
shrinkage=0.16829


Tree=6785
num_leaves=20
num_cat=0
split_feature=1 4 123 14 0 49 150 0 16 1 4 4 0 1 1 16 133 160 16
split_gain=10.9746 1.64489 1.41711 0.957048 0.749028 0.796228 0.717757 0.673109 0.463815 0.450351 0.27561 0.285333 0.269428 0.266393 0.234267 0.181081 0.138747 0.104247 0.0684382
threshold=0.11130500000000002 0.27287000000000006 0.080635000000000012 0.062655000000000016 -0.10653 0.047620000000000003 0.07536000000000001 -0.066659999999999983 0.081265000000000018 0.13554500000000003 0.0030100000000000001 -0.0011949999999999997 -0.14822499999999997 0.081540000000000015 0.12835000000000002 -0.063814999999999997 -0.0036349999999999998 -1.0000000180025095e-35 -0.054549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 12 14 10 15 -3 11 16 -1 -10 -2 -9 -6 -12 -19
right_child=1 9 -4 -5 7 -7 -8 8 13 -11 17 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=0.00092742541440302877 0.00099400313524774229 0.00045749421406908296 0.000713976925791856 0.0015449003616556556 0.0012410971358190177 0.001255924706059801 0.00042730032761748249 0.00096912350117500125 0.00099050423934030182 0.00014265617659809431 0.0011755562911414062 0.0014363963527724854 0.00062519617598335837 0.0012417688818542841 0.00070707362281137345 0.00069940905413325724 0.0011615180606890966 0.0010804586086570439 0.00091827126649714728
leaf_weight=72 75 103 88 63 420 58 57 59 98 96 70 57 60 91 55 53 629 73 54
leaf_count=72 75 103 88 63 420 58 57 59 98 96 70 57 60 91 55 53 629 73 54
internal_value=0 0.000514905 0.0011242 0.00114363 0.00112951 0.000932634 0.000737251 0.00115281 0.00101137 0.00030579 0.00118546 0.00120597 0.000790315 0.00111167 0.000872881 0.000841805 0.00119341 0.00107015 0.00101177
internal_weight=0 386 1945 1857 1794 190 187 1604 301 199 1303 1106 132 189 130 112 1049 197 127
internal_count=2331 386 1945 1857 1794 190 187 1604 301 199 1303 1106 132 189 130 112 1049 197 127
is_linear=0
shrinkage=0.0032998


Tree=6786
num_leaves=17
num_cat=0
split_feature=1 123 1 456 157 157 52 13 1 15 4 49 157 158 1 4
split_gain=0.204126 0.200114 0.133473 0.104338 0.147482 0.285087 0.131681 0.147792 0.222424 0.289242 0.13482 0.110019 0.105856 0.0908402 0.0835408 0.0580806
threshold=0.15022500000000003 0.080635000000000012 0.10557500000000002 0.077935000000000018 -0.077664999999999998 -0.082414999999999988 0.51307000000000014 -0.013359999999999999 0.10662500000000001 -1.0000000180025095e-35 0.40124500000000002 0.0033550000000000003 -0.074224999999999985 0.10635000000000001 0.10282000000000001 0.41696500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 11 7 13 9 -9 -10 -1 -5 14 -6 -4
right_child=-2 2 15 12 6 -7 -8 8 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0095106165221227421 -0.0050328299254382165 0.0058394729207295369 -0.0074907980497589529 0.01573202787728354 0.0052582078691104216 -0.0090126070176439685 -0.000985263073376499 0.0019655903205867313 0.02000176535910328 0.0096618217526824712 0.0086798187281647912 0.0003819024342041184 0.0064348112071313949 0.010345431179709097 0.00029289876941595888 0.00028578627774043916
leaf_weight=80 52 72 53 62 747 54 68 211 67 405 55 71 81 87 111 55
leaf_count=80 52 72 53 62 747 54 68 211 67 405 55 71 81 87 111 55
internal_value=0 0.00561296 0.000217489 0.0060748 0.00575194 0.00146968 0.00625227 0.00654576 0.00833425 0.00702853 0.0149123 0.00523021 0.0104783 0.00514713 0.00461794 -0.00351387
internal_weight=0 2279 180 2099 1956 205 1751 1683 738 616 122 151 143 945 858 108
internal_count=2331 2279 180 2099 1956 205 1751 1683 738 616 122 151 143 945 858 108
is_linear=0
shrinkage=0.16829


Tree=6787
num_leaves=18
num_cat=0
split_feature=15 376 133 133 133 13 133 48 48 52 4 3 13 4 15 15 3
split_gain=0.144616 0.141013 0.13089 0.192211 0.178364 0.109139 0.157791 0.129483 0.21159 0.136819 0.278523 0.131135 0.128482 0.153249 0.0426838 0.0483094 0.0289286
threshold=-0.50083499999999992 0.081970000000000015 0.11588000000000002 0.19121000000000002 0.10209000000000001 -0.087444999999999981 -0.062749999999999986 0.093265000000000015 0.10697000000000002 -0.016219999999999995 -0.090609999999999982 -0.094404999999999975 -0.24588999999999997 0.032965000000000001 0.091305000000000011 0.087505000000000013 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 16 9 -9 11 -11 -7 -8 -14 15 -5 -2
right_child=1 -3 3 14 -6 7 12 8 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0039601386848255897 0.0043258446859268966 -0.0017238628711645028 -0.0077135302311026107 0.0027614163487615744 0.014121877623746426 -8.5070464031750508e-05 0.0058359286532530738 -0.0058142212830412255 0.0067760129549623788 0.019302041979703217 0.0068696009464348524 0.0059115269652135188 0.0012160947466875621 -0.0092244326158562474 0.00044118832676143162 0.0091526321760339521 0.0091733373404225948
leaf_weight=56 64 93 52 82 65 145 77 68 85 55 744 354 114 61 76 58 82
leaf_count=56 64 93 52 82 65 145 77 68 85 55 744 354 114 61 76 58 82
internal_value=0 0.00467957 0.00495331 0.00146087 0.00544139 0.00513526 0.00265822 0.00581346 0.00116861 0.00635958 0.00772765 0.00416543 0.00010044 -0.00241291 0.00367783 0.00542204 0.00706071
internal_weight=0 2275 2182 268 1914 1849 398 1451 153 1298 799 499 252 175 216 140 146
internal_count=2331 2275 2182 268 1914 1849 398 1451 153 1298 799 499 252 175 216 140 146
is_linear=0
shrinkage=0.16829


Tree=6788
num_leaves=11
num_cat=0
split_feature=10 14 11 3 15 16 16 124 12 16
split_gain=0.130987 0.140788 0.121483 0.16396 0.172382 0.158329 0.122501 0.1063 0.136107 0.105292
threshold=-0.089679999999999982 0.019675000000000002 0.090070000000000025 -0.11128999999999999 -0.44206999999999991 -0.082739999999999994 0.066275000000000014 -0.086724999999999983 -0.081314999999999985 0.51763500000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -6 -9 -10
right_child=1 -3 -4 4 7 6 -8 8 9 -11
leaf_value=-0.0034898717944514897 0.005416195633229294 0.010977220516483401 0.011739371615370739 -0.0037091983187078539 -0.0026950466379068315 -0.010416671466820631 0.00071288317485607849 0.011286344711245313 0.004407020519711701 -0.0031232939925622846
leaf_weight=69 61 78 52 80 60 60 52 80 1685 54
leaf_count=69 61 78 52 80 60 60 52 80 1685 54
internal_value=0 0.00394013 0.00368798 0.00349076 0.00392958 -0.00146791 -0.00523334 0.00425576 0.00448602 0.00417215
internal_weight=0 2262 2184 2132 1959 173 112 1879 1819 1739
internal_count=2331 2262 2184 2132 1959 173 112 1879 1819 1739
is_linear=0
shrinkage=0.16829


Tree=6789
num_leaves=20
num_cat=0
split_feature=4 123 2 2 4 3 16 14 43 3 2 0 16 0 0 4 401 13 2
split_gain=11.419 3.3558 2.05485 1.10169 0.702826 0.68457 0.660931 0.491638 0.379674 0.329297 0.313512 0.26493 0.241531 0.240973 0.19111 0.146669 0.111721 0.143509 0.0498786
threshold=0.30163500000000004 0.080635000000000012 0.13733000000000004 0.14794000000000004 -0.068189999999999987 0.091170000000000015 -0.50942999999999994 -1.0000000180025095e-35 -0.080819999999999989 -0.097094999999999987 0.106285 -0.099329999999999988 0.051380000000000002 -0.073284999999999975 -0.097074999999999981 0.0047850000000000011 0.083100000000000021 -0.089899999999999994 0.084495000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 10 8 -2 -8 14 -10 11 -1 -11 -3 -6 -16 17 -13 -18
right_child=3 13 -4 -5 5 -7 7 -9 9 12 -12 16 -14 -15 15 -17 18 -19 -20
leaf_value=0.0016619719894396252 0.00091884717948369731 0.00090380599164016705 0.00079167051960269265 0.0001298966783606778 0.0012098046701181778 0.00099256898206353519 0.00073077125824063532 0.00030864901414392749 0.0010139585405959015 0.0013401558450194088 0.001192559906298367 0.0012374444085095368 0.001177401489452953 0.00059855265199179684 0.0014558790596198932 0.0012602588276974308 0.001602088365228209 0.0014239286292149823 0.0014509761347080029
leaf_weight=58 72 59 73 53 53 75 60 61 53 341 60 52 147 56 302 52 56 590 58
leaf_count=58 72 59 73 53 53 75 60 61 53 341 60 52 147 56 302 52 56 590 58
internal_value=0 0.00130409 0.0013361 0.000552118 0.00135703 0.00129794 0.000667883 0.000518257 0.00132206 0.00126411 0.00142616 0.00144333 0.0012912 0.000755467 0.00139901 0.00142724 0.00142651 0.00140888 0.00152552
internal_weight=0 2085 1970 246 1897 1023 193 121 948 541 874 814 488 115 407 354 756 642 114
internal_count=2331 2085 1970 246 1897 1023 193 121 948 541 874 814 488 115 407 354 756 642 114
is_linear=0
shrinkage=0.0032998


Tree=6790
num_leaves=24
num_cat=0
split_feature=1 1 12 15 12 12 150 12 0 43 3 3 13 40 15 1 1 159 1212 13 1 0 0
split_gain=7.53669 1.28655 0.801377 0.750605 0.509815 0.499742 0.410599 0.40684 0.373151 0.336356 0.347909 0.215883 0.247307 0.205963 0.175476 0.115285 0.10826 0.10534 0.104322 0.101611 0.0942852 0.0781609 0.0587978
threshold=0.10892500000000001 0.13662500000000002 0.077755000000000005 -0.083359999999999976 0.11628000000000001 0.085090000000000013 0.083295000000000022 -0.077034999999999978 -0.14216999999999999 -0.065804999999999989 0.096440000000000012 -0.081084999999999977 -0.090969999999999981 -0.050459999999999998 -0.077134999999999995 0.090670000000000014 0.081540000000000015 -0.039019999999999992 0.096460000000000018 -0.0018299999999999998 0.092485000000000026 -0.10490499999999998 -0.089364999999999986
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 3 6 13 8 -5 9 -3 -4 -1 21 12 -10 -2 17 16 -14 -13 20 -15 -16 -11 -19
right_child=1 7 4 5 -6 -7 -8 -9 11 10 -12 14 15 19 18 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=0.0008218563800907508 0.00075210862374120748 0.00057515111913801194 0.0013950115733552366 0.00070090417258959769 0.00085976108023994556 0.001101063640134378 0.00076269555479734855 0.00020575782618747031 0.0013421971882381729 0.0013021394013921531 0.00088793810452604917 0.0012872935111372487 0.0011370827521214638 0.00040427220533741185 0.00097331964045847092 0.0010252602148013452 0.0012568184551136499 0.0010275224874459975 0.0011683390571522771 0.00060750508900193727 0.0011243317244594236 0.0011190382590939723 0.0011866214118485255
leaf_weight=69 53 53 59 65 78 73 98 85 73 53 58 52 677 59 243 92 101 61 52 52 60 59 53
leaf_count=69 53 53 59 65 78 73 98 85 73 53 58 52 677 59 243 92 101 61 52 52 60 59 53
internal_value=0 0.000612328 0.00109092 0.000733051 0.00112183 0.000912838 0.000944007 0.000347882 0.00113522 0.0010182 0.00109769 0.00112473 0.00115499 0.000581552 0.0010699 0.00113924 0.00115267 0.00116012 0.00102761 0.000499798 0.00100334 0.001206 0.0011018
internal_weight=0 440 1938 302 1601 138 337 138 1523 239 170 1464 943 164 521 870 778 166 355 111 303 112 114
internal_count=2378 440 1938 302 1601 138 337 138 1523 239 170 1464 943 164 521 870 778 166 355 111 303 112 114
is_linear=0
shrinkage=0.0032998


Tree=6791
num_leaves=10
num_cat=0
split_feature=9 9 1375 457 50 50 48 157 50
split_gain=0.277592 0.168362 0.101262 0.207332 0.0898072 0.169922 0.105144 0.104505 0.0916583
threshold=0.087755000000000014 -0.08477999999999998 -0.093609999999999985 0.094845000000000013 0.11875500000000001 0.13276000000000002 0.11247500000000001 0.11779500000000001 0.10965000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 8 -4
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.014812234210908777 -0.0066508277894526853 -0.0019361178085485721 0.0050325574773631074 0.015701852190918936 -0.0058297640126972645 0.0063716659179142952 0.011382667224130115 -0.0020804312979344052 0.011019356543818021
leaf_weight=52 56 56 1821 53 60 70 78 56 76
leaf_count=52 56 56 1821 53 60 70 78 56 76
internal_value=0 0.00532599 0.00510789 0.00528687 0.0050306 0.000726417 0.00530522 0.00506157 0.00527336
internal_weight=0 2322 2270 2214 2161 130 2031 1953 1897
internal_count=2378 2322 2270 2214 2161 130 2031 1953 1897
is_linear=0
shrinkage=0.16829


Tree=6792
num_leaves=13
num_cat=0
split_feature=9 12 2 1454 1454 4 2 2 13 15 15 15
split_gain=0.192122 0.206068 0.138436 0.118968 0.12598 0.121824 0.177784 0.159169 0.160408 0.0948338 0.0803153 0.0691296
threshold=0.087755000000000014 -0.11875499999999999 0.13631000000000001 0.099235000000000004 0.081720000000000015 -0.082024999999999987 0.11756000000000001 0.106285 0.0061450000000000003 -0.24269999999999997 -0.074054999999999996 -0.076519999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 9 8 -3 -7 -4 -8
right_child=-2 2 10 -5 -6 6 11 -9 -10 -11 -12 -13
leaf_value=0.013858812940148022 -0.0055315617113641316 0.006021481100908394 0.0026290309220268959 0.012332263983783627 -0.0036918800824611879 -0.0038164717465264857 0.0062327827983237587 -0.0017909898448868864 0.013419982146031413 0.0034955128339584267 -0.0051517517651385285 0.014727694967310674
leaf_weight=64 56 357 87 54 54 52 59 55 109 1313 66 52
leaf_count=64 56 357 87 54 54 52 59 55 109 1313 66 52
internal_value=0 0.00442994 0.00416189 0.00451726 0.00431063 0.00452792 0.00374426 0.00674461 0.00775589 0.00321564 -0.000715643 0.0102286
internal_weight=0 2322 2258 2105 2051 1997 1476 521 466 1365 153 111
internal_count=2378 2322 2258 2105 2051 1997 1476 521 466 1365 153 111
is_linear=0
shrinkage=0.16829


Tree=6793
num_leaves=31
num_cat=0
split_feature=1 52 2 4 1 14 49 13 1 52 1 0 2 4 2 484 133 2 2 49 0 42 52 2 49 0 15 42 0 4
split_gain=7.40988 1.2089 0.695231 0.687253 0.636796 0.701741 0.646658 0.54122 0.464818 0.378485 0.428163 0.364298 0.363133 0.226267 0.196459 0.168254 0.316959 0.14932 0.251035 0.182436 0.165861 0.145365 0.136343 0.0977625 0.0927078 0.0915719 0.0869457 0.0599988 0.0464736 0.134332
threshold=0.10892500000000001 -0.23574499999999998 0.09857500000000001 -0.081759999999999985 0.12500000000000003 -1.0000000180025095e-35 -0.011779999999999997 -0.0072499999999999995 1.0000000180025095e-35 -0.41304999999999997 0.081315000000000012 -0.049024999999999992 -0.0091949999999999983 0.42405000000000009 0.078405000000000016 0.085775000000000004 0.085720000000000018 0.090225000000000014 0.074875000000000011 0.091325000000000003 -0.088709999999999983 0.083285000000000012 0.081680000000000016 0.095120000000000024 -0.014169999999999999 -0.070064999999999975 -0.021954999999999999 0.079170000000000004 -0.086084999999999981 -0.084489999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 6 -6 -3 -8 22 26 11 25 -5 -7 -10 17 -17 18 20 23 -14 -20 -1 -19 -12 27 -4 -11 -24 -30
right_child=1 4 9 12 5 13 7 -9 14 10 24 -13 15 -15 -16 16 -18 19 21 -21 -22 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00095232934782489543 0.00098717213630243258 0.00032199757175865819 0.00096732832250061263 0.00072765593083076328 0.00065988753627623789 0.00034900165200017541 0.00093543905282018316 0.0004960819481099149 0.0011770357183646387 0.00097055406081851688 0.00056246960986445636 0.00067230335747825247 0.00082472155638048676 8.8382555248820075e-05 0.0014235727884320823 0.00071751744190423866 0.0010546080453560764 0.00095779276053068168 0.0012016815186303156 0.0011321031177772636 0.0010239893838461813 0.0010601109513350177 0.0011954434220240587 0.00079016290022401714 0.00076305950215061489 0.00089282973934376409 0.0011609645782481341 0.0011339869524532493 0.0011567711523350532 0.00094598740258440518
leaf_weight=76 56 59 55 53 54 73 70 55 71 56 53 52 62 73 76 59 65 149 133 54 198 220 68 55 52 71 54 53 100 53
leaf_count=76 56 59 55 53 54 73 70 55 71 56 53 52 62 73 76 59 65 149 133 54 198 220 68 55 52 71 54 53 100 53
internal_value=0 0.00053368 0.00100822 0.00104253 0.000467454 0.000338167 0.000607791 0.000742404 0.00115184 0.000893352 0.000838187 0.00091771 0.000996183 0.000218933 0.00130474 0.00101045 0.000894502 0.00102692 0.00105552 0.000958814 0.000976607 0.00111355 0.00107605 0.000912771 0.000662145 0.00098841 0.00106358 0.00105034 0.00111844 0.00108398
internal_weight=0 440 1938 1492 384 200 184 125 444 446 337 232 1048 146 147 995 124 871 613 258 260 353 297 204 105 180 109 109 221 153
internal_count=2378 440 1938 1492 384 200 184 125 444 446 337 232 1048 146 147 995 124 871 613 258 260 353 297 204 105 180 109 109 221 153
is_linear=0
shrinkage=0.0032998


Tree=6794
num_leaves=26
num_cat=0
split_feature=3 15 15 3 150 14 3 52 3 13 3 3 3 15 157 52 3 156 3 15 484 159 3 13 15
split_gain=6.74749 1.16343 1.03161 1.3115 0.693523 0.569538 0.586562 0.733169 0.419888 0.411291 0.748111 0.495435 0.29893 0.184308 0.157998 0.170532 0.154032 0.130597 0.118284 0.106945 0.0869276 0.0634281 0.04715 0.0470441 0.015843
threshold=-0.052614999999999995 -0.23488499999999998 -0.40312499999999996 0.31343500000000007 0.091355000000000006 0.023790000000000002 -0.12595999999999999 -0.091784999999999992 0.094285000000000008 -1.0000000180025095e-35 0.097710000000000005 -0.011259999999999997 -0.081084999999999977 -0.077134999999999995 -0.07928499999999998 0.081680000000000016 -0.082404999999999992 0.087205000000000019 -0.097574999999999981 -0.031659999999999994 -0.042224999999999992 -0.020314999999999996 -0.07964499999999998 -0.088374999999999995 -0.10364499999999999
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=1 -1 8 4 9 6 7 -3 -2 11 19 -4 14 21 17 18 -17 -8 -16 -11 -15 -14 -22 -13 -23
right_child=2 5 3 -5 -6 -7 12 -9 -10 10 -12 23 13 20 15 16 -18 -19 -20 -21 22 24 -24 -25 -26
leaf_value=0.0005944951564700561 0.00025706670210380882 0.0011642046931197845 0.00054514813201565358 0.00028782662538000671 0.00050080620656204277 0.0014391953253605058 0.0013539717419625995 0.00071359333563107371 0.00064307573928499781 0.0010439574392166848 0.00071760578520558985 0.00096766779697014717 0.0012363030417946697 0.00088266609411536865 0.00094377755451008122 0.0011481746771278857 0.0013352397183515655 0.0011439369838079578 0.0011042719759204629 0.0012483540872511413 0.00094615083155732841 0.0011481784359971281 0.0010488846240873694 0.00082363957141282106 0.0010584950076369881
leaf_weight=52 74 67 75 59 67 52 70 97 53 68 78 54 55 55 63 287 61 67 332 53 69 52 284 57 77
leaf_count=52 74 67 75 59 67 52 70 97 53 68 78 54 55 55 63 287 61 67 332 53 69 52 284 57 77
internal_value=0 0.00108212 0.000685222 0.000751458 0.000811899 0.00109712 0.00108623 0.000897899 0.000418434 0.000865945 0.000970832 0.000753538 0.00110719 0.00104915 0.00114619 0.00112673 0.00118107 0.00125151 0.00107876 0.00113378 0.00100928 0.00113737 0.0010289 0.000894025 0.00109492
internal_weight=0 1740 638 511 452 1688 1636 164 127 385 199 186 1472 592 880 743 348 137 395 121 408 184 353 111 129
internal_count=2378 1740 638 511 452 1688 1636 164 127 385 199 186 1472 592 880 743 348 137 395 121 408 184 353 111 129
is_linear=0
shrinkage=0.0032998


Tree=6795
num_leaves=17
num_cat=0
split_feature=2 15 160 51 2 3 2 159 51 49 133 474 474 4 133 3
split_gain=0.235055 0.173515 0.215495 0.124484 0.128866 0.16564 0.108868 0.103933 0.148089 0.0861134 0.0855549 0.0829045 0.0925541 0.0820474 0.0753033 0.0531157
threshold=0.114805 -0.032264999999999995 -0.063534999999999994 -0.28723999999999994 0.11161 -0.18766499999999997 0.14492000000000002 0.081925000000000012 -0.092879999999999976 0.09567500000000001 0.086100000000000024 0.090025000000000008 0.084795000000000023 0.40780000000000005 0.084335000000000007 -0.094404999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 13 9 -9 11 -11 12 -7 -4 15 -10
right_child=1 -3 6 4 -6 7 -8 8 14 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0023591705763037355 -0.0050920282255980179 -0.0055640956076520023 0.0070478109711235564 -0.0021653773749074272 0.01259539723100659 0.0056370307160528458 0.012330440308144648 0.016887848173708975 0.0047288574235782041 -0.0025856195432638908 0.0057482236366867279 -0.00071445815030659731 0.012775066302923873 -0.0016802877530829069 0.001877390353914856 0.011544589619443438
leaf_weight=55 67 91 71 77 75 1311 55 53 53 75 65 55 54 53 61 88
leaf_count=55 67 91 71 77 75 1311 55 53 53 75 65 55 54 53 61 88
internal_value=0 0.000707483 0.00303476 0.00551439 0.00573546 0.00546258 0.00608667 0.00578718 0.00894714 0.0052695 0.00127083 0.00566247 0.00592073 0.00330276 0.00685479 0.00899539
internal_weight=0 337 246 2022 1967 1892 179 1815 255 1560 140 1420 1365 124 202 141
internal_count=2359 337 246 2022 1967 1892 179 1815 255 1560 140 1420 1365 124 202 141
is_linear=0
shrinkage=0.16829


Tree=6796
num_leaves=26
num_cat=0
split_feature=4 12 2 150 0 4 2 12 12 123 12 11 2 43 15 12 42 12 1213 483 4 12 15 15 0
split_gain=8.28862 3.47592 1.68184 1.33559 0.757434 1.16747 0.587336 0.5042 0.382307 0.329808 0.279199 0.197733 0.158753 0.351467 0.126595 0.0998452 0.0957207 0.15099 0.149829 0.0870045 0.0865161 0.140574 0.101494 0.0889273 0.0453265
threshold=0.30163500000000004 0.077755000000000005 0.12827000000000002 0.088690000000000005 -0.068669999999999995 -0.15333499999999997 0.096015000000000017 0.092495000000000008 0.095330000000000012 0.086120000000000016 0.11769500000000001 0.077290000000000011 0.087525000000000006 0.0035900000000000007 -0.41606999999999994 -1.0000000180025095e-35 0.085790000000000019 0.086315000000000017 0.027540000000000002 0.055770000000000007 -0.0084099999999999991 0.094085000000000016 -0.077134999999999995 0.094850000000000004 -0.13972999999999997
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=1 3 7 4 6 -6 15 11 9 14 20 12 16 19 -2 -1 18 -18 -3 -14 21 -9 -22 -23 -8
right_child=8 2 -4 -5 5 -7 24 10 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 22 23 -24 -25 -26
leaf_value=0.0017935524905202305 0.0011973183080626567 0.0017305812229174101 0.0010600875562995138 0.00089123690859535846 0.0014420195195119249 0.0008271222230713779 0.0012607930931378083 0.001510281327706395 0.00069236514276609248 0.00080148932830990938 0.0013672393421486745 0.0019099965894593153 0.0017144979335957761 0.0013893261125005189 0.00099250169244682234 0.0015870773960339523 0.001904078119641324 0.0017237274019621825 0.0015589963723922921 0.0015576069998275983 0.00163703739754329 0.0017181836055745342 0.0014596044934392313 0.001598362475292035 0.0014104303536499232
leaf_weight=52 72 303 52 69 88 55 52 79 53 59 58 54 237 53 67 62 83 158 74 53 72 194 83 124 53
leaf_count=52 72 303 52 69 88 55 52 79 53 59 58 54 237 53 67 62 83 158 74 53 72 194 83 124 53
internal_value=0 0.00157811 0.00164612 0.0013134 0.00139377 0.00120577 0.00151636 0.00166486 0.0009434 0.00101042 0.00158906 0.00171037 0.00169912 0.00164022 0.00109885 0.00168157 0.00173176 0.00178599 0.00169699 0.00168595 0.0016123 0.00163956 0.00154225 0.00167157 0.00133666
internal_weight=0 2108 1677 431 362 143 219 1625 251 198 610 1015 961 343 139 114 618 241 377 290 552 397 155 318 105
internal_count=2359 2108 1677 431 362 143 219 1625 251 198 610 1015 961 343 139 114 618 241 377 290 552 397 155 318 105
is_linear=0
shrinkage=0.0032998


Tree=6797
num_leaves=13
num_cat=0
split_feature=10 47 47 160 42 13 124 0 160 0 0 15
split_gain=0.223652 0.125574 0.135503 0.132478 0.123834 0.195089 0.125262 0.105209 0.0781432 0.0605135 0.0446595 0.0274154
threshold=-0.15282499999999996 0.11518500000000002 0.10621500000000002 0.098830000000000015 -0.11796999999999999 0.10809000000000001 -0.085309999999999983 0.047740000000000012 0.11224000000000002 -0.073284999999999975 -0.084869999999999987 -0.0090649999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 6 -6 -8 -5 -3 -2 -10
right_child=1 9 -4 8 5 -7 7 -9 11 -11 -12 -13
leaf_value=-0.0057037763873320152 0.0072252897015564364 0.0036281642005714463 0.01398725337752134 0.014888058561969135 -0.0015948356103137583 -0.0023806981930980116 0.0051153855858834894 0.01004531284259797 0.0044980415624815105 -0.0042771398304112121 0.01430596515544787 0.0099757479802775554
leaf_weight=52 52 58 55 61 73 101 1562 134 53 52 52 54
leaf_count=52 52 58 55 61 73 101 1562 134 53 52 52 54
internal_value=0 0.00544023 0.00571807 0.0055049 0.00511695 0.00480087 0.00521192 0.00550596 0.0100527 -9.2556e-05 0.0107829 0.00727928
internal_weight=0 2307 2197 2142 1974 1870 1769 1696 168 110 104 107
internal_count=2359 2307 2197 2142 1974 1870 1769 1696 168 110 104 107
is_linear=0
shrinkage=0.16829


Tree=6798
num_leaves=14
num_cat=0
split_feature=39 14 2 4 43 52 2 151 484 4 151 2 52
split_gain=0.220871 0.109292 0.242049 0.0918565 0.179671 0.178109 0.125307 0.106602 0.0949885 0.120394 0.107976 0.0789603 0.0564511
threshold=0.10076500000000001 -0.23960999999999996 0.14234000000000005 0.0099250000000000015 0.053790000000000011 -0.00094999999999999989 0.11543000000000002 0.084990000000000024 -0.085759999999999989 -0.5093899999999999 -0.086944999999999981 0.10054500000000001 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 11 8 12 -10 -11 -7 -3
right_child=-2 2 -4 4 -6 6 -8 -9 9 10 -12 -13 -14
leaf_value=0.011036796785524512 -0.0034909365410942979 0.0054572818387366544 -0.0048132519042008394 -0.0049525643942920474 0.010154712822172831 0.002988681895739689 -0.0037947767160391157 0.012891275792331375 -0.003065348138259154 0.00012604370293943409 0.0054619043036854224 0.0097928757555809376 0.012213559377155991
leaf_weight=74 98 64 77 99 76 160 56 52 54 118 1280 70 81
leaf_count=74 98 64 77 99 76 160 56 52 54 118 1280 70 81
internal_value=0 0.00465963 0.00444303 0.00478167 0.00267383 0.00119242 0.00332581 0.00536985 0.00512382 0.00471114 0.00501281 0.00506733 0.00924387
internal_weight=0 2261 2187 2110 461 385 286 1649 1597 1452 1398 230 145
internal_count=2359 2261 2187 2110 461 385 286 1649 1597 1452 1398 230 145
is_linear=0
shrinkage=0.16829


Tree=6799
num_leaves=26
num_cat=0
split_feature=2 12 12 49 2 2 16 2 41 40 2 42 48 2 12 12 2 16 475 2 16 403 12 1213 16
split_gain=5.50559 2.06908 0.640805 0.63256 0.622698 0.785438 0.554191 0.27663 0.559255 0.250941 0.248324 0.141921 0.137864 0.177399 0.125462 0.131069 0.115593 0.215832 0.086791 0.0848111 0.0838077 0.0794535 0.137795 0.0629785 0.0276242
threshold=0.12051500000000002 0.077755000000000005 0.092495000000000008 1.0000000180025095e-35 0.074875000000000011 0.092235000000000025 -0.24235499999999996 0.10188000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.15398500000000001 -0.10071499999999999 0.084260000000000015 0.10859000000000001 0.094085000000000016 0.11628000000000001 0.087525000000000006 -0.069894999999999985 -0.081774999999999973 0.090425000000000019 -0.075199999999999975 -0.085254999999999984 0.083865000000000009 0.041405000000000004 -0.065564999999999984
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=1 4 7 10 9 -6 -4 8 16 -1 24 -8 13 -7 -13 20 21 19 -19 -18 -16 23 -23 -3 -2
right_child=3 2 6 -5 5 12 11 -9 -10 -11 -12 14 -14 -15 15 -17 17 18 -20 -21 -22 22 -24 -25 -26
leaf_value=0.00072647910000775699 0.00047606565740991596 0.0011022698207880661 0.00061636791585401398 0.00067389548141944672 0.0011175476512974816 0.00079115433654883044 0.001140324291662533 0.0008647955518362758 0.0014282252677281539 0.00045326266898972458 0.00014258322783410491 0.00084309875063298039 0.00084945792707862564 0.00053632403083143097 0.001084325913084623 0.00082239662731605206 0.00099587399482803352 0.00099255999899931389 0.0011532049041434089 0.00082076509426963322 0.00097081040723586342 0.00096604633278551434 0.0011470466504193183 0.00096450472389013765 0.0003638652435994981
leaf_weight=82 53 82 52 91 93 70 53 63 52 68 53 91 97 54 107 52 71 61 113 59 266 55 391 78 52
leaf_count=82 53 82 52 91 93 70 53 63 52 68 53 91 97 54 107 52 71 61 113 59 266 55 391 78 52
internal_value=0 0.000973471 0.0010284 0.000454376 0.000778537 0.000862348 0.000944299 0.00107932 0.00109333 0.000602856 0.000327721 0.000974206 0.000754797 0.000680464 0.000957075 0.000981397 0.00107416 0.00102005 0.00109709 0.000916673 0.00100347 0.00110124 0.0011248 0.00103533 0.000420835
internal_weight=0 2110 1646 249 464 314 621 1025 962 150 158 569 221 124 516 425 910 304 174 130 373 606 446 160 105
internal_count=2359 2110 1646 249 464 314 621 1025 962 150 158 569 221 124 516 425 910 304 174 130 373 606 446 160 105
is_linear=0
shrinkage=0.0032998


Tree=6800
num_leaves=19
num_cat=0
split_feature=40 13 1210 3 42 484 3 49 51 4 13 43 157 16 16 1446 42 42
split_gain=0.176028 0.134006 0.137839 0.148025 0.163368 0.139454 0.151249 0.228346 0.139078 0.118941 0.118186 0.161892 0.0939214 0.102065 0.11403 0.0994821 0.0700436 0.0236473
threshold=0.051255000000000002 -0.16392499999999996 -0.07983999999999998 -0.072419999999999984 0.11326500000000002 -0.070034999999999986 0.06269000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.018150000000000003 -0.010094999999999998 -0.065804999999999989 -0.089834999999999984 -0.0098949999999999975 -0.015379999999999998 0.083225000000000007 0.11108000000000003 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 17 4 12 -5 10 -8 -9 -1 16 -12 -4 14 -14 -15 -7 -3
right_child=-2 2 3 5 -6 6 7 8 -10 -11 11 -13 13 15 -16 -17 -18 -19
leaf_value=-0.0062548775963392356 -0.0052361000638074294 -0.0039738802589998293 0.010546562954463325 -0.0056390489630018196 0.013552689158678142 0.0053642293841277113 0.00067731268157616867 0.00612071528717501 0.018275643130402672 0.0036006521347363559 -0.0077595943247789215 0.003219531271001766 0.0055547620866848585 0.0039106747884413836 0.012836075547856641 -0.0037928296712264331 -0.0014237311428059991 0.0010818093051817369
leaf_weight=63 57 52 93 52 73 192 83 52 56 77 74 78 725 439 67 53 55 52
leaf_count=63 57 52 93 52 73 192 83 52 56 77 74 78 725 439 67 53 55 52
internal_value=0 0.00421584 0.0045378 0.00483527 0.00577831 0.00270255 0.00344079 0.00733782 0.0124399 -0.000821504 0.00157079 -0.00211375 0.00536486 0.00498815 0.006173 0.00307717 0.00384547 -0.00142876
internal_weight=0 2336 2196 2092 1450 642 590 191 108 140 399 152 1377 1284 792 492 247 104
internal_count=2393 2336 2196 2092 1450 642 590 191 108 140 399 152 1377 1284 792 492 247 104
is_linear=0
shrinkage=0.16829


Tree=6801
num_leaves=19
num_cat=0
split_feature=11 1 457 124 131 11 3 13 49 49 0 0 0 15 16 16 16 4
split_gain=0.113095 0.15986 0.206999 0.119358 0.146254 0.11585 0.148924 0.220269 0.101996 0.121525 0.0952992 0.0877524 0.0772839 0.0748153 0.0887145 0.0543588 0.0337486 0.0121035
threshold=0.095360000000000014 0.10538500000000002 0.079590000000000008 -0.083034999999999984 0.087705000000000019 0.080455000000000013 -0.097224999999999992 0.10575500000000002 -0.072214999999999988 -0.008964999999999999 -0.040094999999999992 -0.081104999999999997 -0.082064999999999985 -0.14524999999999996 -0.14251999999999995 -0.0093349999999999978 -0.28430999999999995 0.06707500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 10 6 7 11 15 -10 12 -1 16 -11 -15 -8 -5 -6
right_child=-2 2 -4 4 17 -7 8 -9 9 13 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.00091334174093184596 0.010738408357759084 0.0090378791269204797 -0.0095077397070531741 0.00075586589677706178 0.007802669759937062 0.01154545274412876 0.0120919137859748 0.0058189622423415795 -0.0018099723192209769 0.0093938746696723661 -0.0067203021734543681 -0.010330991765005468 0.0050317235649434732 -0.0012702229604424258 0.0042492934885626759 0.0051391812320244184 -0.0045667309565641601 0.0040603235643157376
leaf_weight=57 57 54 53 66 52 54 66 83 103 74 72 56 68 88 1206 64 68 52
leaf_count=57 57 54 53 66 52 54 66 83 103 74 72 56 68 88 1206 64 68 52
internal_value=0 0.00313717 0.000413304 0.00163463 0.000572268 0.00384991 0.00361766 -0.000753174 0.00415388 0.00375241 -0.00146189 -0.0055964 0.000403498 0.00417253 0.00387254 0.00868285 -0.00193175 0.00594877
internal_weight=0 2336 485 432 378 1851 1797 196 1601 1471 274 113 202 1368 1294 130 134 104
internal_count=2393 2336 485 432 378 1851 1797 196 1601 1471 274 113 202 1368 1294 130 134 104
is_linear=0
shrinkage=0.16829


Tree=6802
num_leaves=12
num_cat=0
split_feature=39 3 31 13 3 16 14 0 16 16 12
split_gain=0.109254 0.106639 0.123472 0.094563 0.175363 0.32615 0.16627 0.156898 0.116661 0.0967428 0.071427
threshold=0.10076500000000001 -0.23303499999999996 -0.019269999999999999 0.17982000000000001 -0.097574999999999981 -0.11010999999999999 -0.10708499999999999 -0.11169999999999998 -0.48950499999999991 0.00088000000000000003 -0.010219999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 8 -8 -7 -9
right_child=-2 2 3 -5 6 9 7 10 -10 -11 -12
leaf_value=0.0087849618142594749 -0.0027322834798511842 -0.0051686796824474994 0.0067606571063221358 0.0087303518627753068 0.011847739150012545 -0.012278375942154758 0.0039746683998124503 -0.0009004975106968393 -0.0035974151428073936 -0.0030180880979693279 0.0038943008057164214
leaf_weight=87 98 54 78 78 62 56 89 93 163 76 1459
leaf_count=87 98 54 78 78 62 56 89 93 163 76 1459
internal_value=0 0.00299629 0.00276739 0.00296718 0.00274978 -0.00185539 0.00326901 0.00297318 -0.000916018 -0.00696031 0.00360583
internal_weight=0 2295 2208 2154 2076 210 1866 1804 252 132 1552
internal_count=2393 2295 2208 2154 2076 210 1866 1804 252 132 1552
is_linear=0
shrinkage=0.16829


Tree=6803
num_leaves=24
num_cat=0
split_feature=3 13 3 12 12 13 133 0 3 133 13 12 3 43 15 0 160 16 49 15 12 16 13
split_gain=7.33975 2.00568 0.76921 0.644327 0.649112 0.605972 0.574375 0.355503 0.351227 0.244831 0.547988 0.228319 0.309226 0.203698 0.196075 0.236623 0.152199 0.157567 0.113187 0.102518 0.0978266 0.0959533 0.0813631
threshold=-0.049204999999999992 -0.0044799999999999987 0.11745500000000002 0.054520000000000006 0.1072 1.0000000180025095e-35 -1.0000000180025095e-35 -0.049464999999999988 -0.23303499999999996 0.048695000000000009 -0.081164999999999987 0.086160000000000014 -0.11255999999999998 -1.0000000180025095e-35 -0.026169999999999995 -0.087219999999999978 -0.010204999999999997 -0.055679999999999993 0.09278500000000002 0.087865000000000013 -0.073474999999999985 0.26391000000000003 0.056640000000000003
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 6 5 -1 8 16 -2 22 -5 20 -11 13 -13 14 -10 -16 -3 -18 19 -14 -8 -20 -6
right_child=1 2 -4 4 7 -7 9 -9 11 10 -12 12 18 -15 15 -17 17 -19 21 -21 -22 -23 -24
leaf_value=0.0005614729857303819 0.000593579302342321 0.0010053760844160277 0.00036653102439848791 0.0011981503908758382 0.00075051459850199208 0.00048607768125188738 0.00026138325923286089 0.00049818575165882758 0.00090315838874178858 0.0006053583708097623 0.00018427221998423252 0.00071813063073367599 0.00097210891040210501 0.00082480351725723014 0.0012437887063149356 0.0010147699603150762 0.00067440522705328946 0.00092380544683783527 0.00091030261488202343 0.00089706274665534867 8.2861058467670231e-05 0.00072007405152789818 0.00092786533893971174
leaf_weight=57 70 65 62 57 71 58 59 52 95 57 83 89 452 63 72 170 56 58 70 392 79 54 52
leaf_count=57 70 65 62 57 71 58 59 52 95 57 83 89 452 63 72 170 56 58 70 392 79 54 52
internal_value=0 0.000496522 0.000694833 0.000908124 0.000919802 0.00078057 0.000326032 0.000728638 0.000941875 0.000258537 0.000355966 0.000931825 0.000906056 0.00099983 0.00103245 0.00108305 0.000875795 0.000801602 0.000923298 0.000937295 0.000159441 0.000827745 0.000825779
internal_weight=0 647 299 1746 1689 237 348 175 1514 278 140 1457 1057 400 337 242 179 114 968 844 138 124 123
internal_count=2393 647 299 1746 1689 237 348 175 1514 278 140 1457 1057 400 337 242 179 114 968 844 138 124 123
is_linear=0
shrinkage=0.0032998


Tree=6804
num_leaves=24
num_cat=0
split_feature=4 2 12 150 43 150 3 4 16 484 1429 43 2 12 43 52 52 43 2 484 2 12 484
split_gain=13.174 4.88754 2.84282 1.69947 1.10697 0.908044 0.837442 0.520521 0.542563 0.348522 0.311998 0.30459 0.400617 0.281393 0.270846 0.273362 0.2688 0.162358 0.162343 0.144453 0.138332 0.112715 0.0725296
threshold=0.30163500000000004 0.13459500000000005 0.078515000000000015 0.083680000000000018 -0.065804999999999989 0.081245000000000026 0.10323000000000002 0.0015850000000000003 -0.42618999999999996 -0.075059999999999974 0.084770000000000012 -0.072864999999999985 0.12708000000000003 0.088170000000000012 0.0015250000000000001 0.40945500000000007 -0.08130999999999998 -0.048514999999999996 0.097220000000000015 -0.086389999999999981 0.094120000000000023 0.088125000000000023 -0.16686499999999996
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=1 2 3 4 -1 11 20 9 -9 19 14 -2 -13 -10 15 -11 -5 18 -15 22 -6 -16 -4
right_child=5 -3 7 16 6 -7 -8 8 13 10 -12 12 -14 17 21 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0010141647650371087 0.00033665090933735067 0.00069668983522307073 0.0017144843104006987 0.0010159750836448616 0.001676390471916473 0.00099407725592806921 0.0011088378124783033 0.001679197824179122 0.0015586585536634134 0.0015918525186485906 0.0013070265130869973 0.00079142909157182322 0.00042987907391133607 0.0013258704578892587 0.0013085849328692029 0.0013841956407197585 0.00067864791585677659 0.0013917559134411109 0.0010794232749903659 0.0018369064611263467 0.0014620389597241443 0.0014853343453385007 0.0015454627564983722
leaf_weight=81 62 95 60 53 95 60 52 64 52 764 66 70 65 61 56 79 52 91 61 54 56 177 67
leaf_count=81 62 95 60 53 95 60 52 64 52 764 66 70 65 61 56 79 52 91 61 54 56 177 67
internal_value=0 0.00142903 0.0014631 0.00120887 0.0013417 0.000637996 0.00147222 0.00152294 0.00140435 0.0015524 0.00153075 0.000529365 0.00061761 0.00133784 0.00154444 0.00157243 0.000849253 0.00128377 0.00120294 0.00168883 0.00159713 0.00144301 0.00162559
internal_weight=0 2136 2041 389 284 257 203 1652 329 1323 1142 197 135 265 1076 843 105 213 122 181 151 233 127
internal_count=2393 2136 2041 389 284 257 203 1652 329 1323 1142 197 135 265 1076 843 105 213 122 181 151 233 127
is_linear=0
shrinkage=0.0032998


Tree=6805
num_leaves=23
num_cat=0
split_feature=1 52 3 1 12 4 1 15 12 52 48 52 12 151 12 15 12 1 3 42 15 12
split_gain=15.1282 3.37398 1.82109 1.0833 1.10174 0.786309 0.561001 0.485482 0.405193 0.333209 0.2642 0.502074 0.212596 0.206307 0.187828 0.185004 0.170562 0.197599 0.289353 0.139349 0.217843 0.094719
threshold=0.10491000000000002 -0.29521499999999995 -0.066704999999999987 0.13662500000000002 0.088105000000000003 0.036620000000000007 0.087135000000000004 -0.073404999999999984 -1.0000000180025095e-35 -0.089964999999999976 0.099240000000000009 -0.014149999999999998 0.095175000000000023 -0.11633499999999998 0.082780000000000006 -0.41309499999999993 0.091475000000000015 0.089405000000000012 -0.097094999999999987 0.084675000000000014 0.089625000000000024 0.099815000000000015
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 -2 5 4 10 13 9 -7 -8 -4 11 -3 -11 -1 -15 -5 17 18 -16 21 -21 -18
right_child=1 3 6 15 -6 7 8 -9 -10 12 -12 -13 -14 14 16 -17 19 -19 -20 20 -22 -23
leaf_value=0.0014945583208611994 0.0012682126717777043 0.00013739036715692713 0.0013447969818757861 0.00031858160502873834 0.00085409258060431146 0.0012346477639171342 0.00061999847826476836 0.00088046980978948475 0.00098715329307257028 0.0011451583886635042 0.00063530237764394793 0.0005100609717213618 0.00090368432207700144 0.0011223642229379 0.0015713460166596805 4.6908489916040826e-05 0.0013767969483802467 0.0011498476453630706 0.0013262961129257363 0.0010387151432498941 0.0012649906276405614 0.0012274800922745981
leaf_weight=59 65 65 53 53 96 87 54 84 86 95 52 101 72 71 59 57 110 63 644 75 133 93
leaf_count=59 65 65 53 53 96 87 54 84 86 95 52 101 72 71 59 57 110 63 644 75 133 93
internal_value=0 0.000567851 0.00122106 0.000460401 0.000559175 0.00127241 0.00101013 0.00106087 0.000845788 0.00111455 0.000429141 0.000364348 0.00104126 0.00130006 0.00129084 0.000178126 0.00130097 0.00133075 0.00134691 0.00124539 0.00118357 0.00130856
internal_weight=0 489 1838 424 314 1478 360 171 140 220 218 166 167 1307 1248 110 1177 766 703 411 208 203
internal_count=2327 489 1838 424 314 1478 360 171 140 220 218 166 167 1307 1248 110 1177 766 703 411 208 203
is_linear=0
shrinkage=0.0032998


Tree=6806
num_leaves=9
num_cat=0
split_feature=14 1348 14 147 40 1 376 12
split_gain=0.213671 0.137685 0.137073 0.118128 0.212401 0.116757 0.0951107 0.14034
threshold=-0.31058999999999998 0.084370000000000014 0.076175000000000007 0.087350000000000025 -0.084709999999999994 0.13730000000000001 0.084025000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.0042198997317843276 -0.0038190343865255913 -0.0029555320856811374 0.012787692712639926 0.01250105963405837 -0.00069754139550298147 0.012804779381409212 0.012306541760760435 0.0053556973042660399
leaf_weight=68 73 55 72 63 115 59 52 1770
leaf_count=68 73 55 72 63 115 59 52 1770
internal_value=0 0.0053402 0.00554804 0.0053027 0.00508265 0.00540911 0.00518292 0.00498545
internal_weight=0 2259 2204 2132 2069 1996 1937 1885
internal_count=2327 2259 2204 2132 2069 1996 1937 1885
is_linear=0
shrinkage=0.16829


Tree=6807
num_leaves=19
num_cat=0
split_feature=10 157 157 1446 43 1446 12 42 12 51 12 15 1 133 43 52 4 42
split_gain=0.224939 0.157816 0.149647 0.115903 0.115781 0.122383 0.0969747 0.0936525 0.0751418 0.105656 0.084735 0.0619787 0.0584538 0.0581468 0.0679101 0.0457539 0.0336762 0.0240824
threshold=-0.0093599999999999985 -0.029304999999999998 -0.082234999999999989 0.088360000000000008 -0.094699999999999993 0.083715000000000026 0.087045000000000025 0.083925000000000013 0.10862500000000001 0.11893500000000001 0.099815000000000015 0.088315000000000018 0.083065000000000014 0.087195000000000009 -0.16205499999999998 -0.023474999999999996 -0.053824999999999991 -0.025789999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 11 8 -4 12 9 10 -6 13 -2 14 -3 -9 -5 -10
right_child=1 3 6 16 5 -7 -8 15 17 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0039362701868295375 0.011433942468910965 0.0088402327461030404 0.0010278944196031134 -0.0032047840686768294 0.0042970846801625882 0.012933318013615931 -0.0081319666577215673 -0.0029620813398977298 0.0063356672640088761 0.011363826652366946 -0.0013111534383804474 0.0042793117008871713 0.0035401377408429474 0.0066309555205568181 0.016793273053038075 0.0036836609049046695 0.0027118138106058732 0.011576998372948465
leaf_weight=92 54 70 70 53 1193 52 61 54 52 57 81 71 54 85 56 64 56 52
leaf_count=92 54 70 70 53 1193 52 61 54 52 57 81 71 54 85 56 64 56 52
internal_value=0 0.00454458 0.0012944 0.00516147 0.00548967 0.00489397 -0.00322367 0.00392123 0.0046014 0.00425842 0.00393911 0.00862444 0.00750368 0.010078 0.0123892 0.000627164 -0.000148582 0.00897361
internal_weight=0 2235 357 1878 1769 1487 131 226 1435 1331 1274 282 108 211 126 118 109 104
internal_count=2327 2235 357 1878 1769 1487 131 226 1435 1331 1274 282 108 211 126 118 109 104
is_linear=0
shrinkage=0.16829


Tree=6808
num_leaves=28
num_cat=0
split_feature=1 2 4 1 3 2 151 0 3 15 484 133 0 15 47 160 0 4 160 484 4 15 2 4 1209 2 50
split_gain=4.42087 0.954668 0.623386 0.447961 0.422539 0.382368 0.378859 0.289973 0.250128 0.229077 0.182042 0.212831 0.183408 0.167244 0.161973 0.127758 0.0984865 0.082072 0.0810863 0.150535 0.103436 0.054379 0.0494628 0.0411357 0.0372576 0.0286369 0.0196214
threshold=0.10491000000000002 0.14823500000000003 0.26900000000000007 0.089790000000000023 -0.048154999999999996 0.096930000000000016 -0.080889999999999976 -0.026509999999999995 -0.00079499999999999981 -0.42759999999999992 0.062030000000000009 0.085520000000000013 -0.10324499999999999 0.089625000000000024 0.082095000000000015 0.066685000000000008 -0.076639999999999986 -0.022189999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.078129999999999991 -0.017454999999999995 0.090175000000000019 -0.0096349999999999977 0.083050000000000013 0.11084500000000001 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 17 10 -5 15 -6 -4 12 -12 21 14 -8 16 -7 -2 19 23 24 -1 -22 -14 -20 -18 -15
right_child=1 -3 9 6 8 7 13 -9 -10 -11 11 -13 18 26 -16 -17 25 -19 20 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=0.00090180825957883188 0.00083696331005958492 8.5789823378927568e-05 0.00045338527111585714 0.00042643555270438656 0.00028838257291404054 0.00061917410962068048 0.00056052007511076939 0.00049638736198859908 0.00058712728975231969 0.00021140851562408779 0.0006130113946086807 0.00084570365180898586 0.00090677528236686228 0.00075605764624189309 0.00077878589771549931 0.00089273005763625774 0.00070021569791836233 0.00065304411418628725 0.00082860079738241409 0.00077376712422680752 0.00079781846746487003 0.0010558136460372951 0.00069795294929368896 0.0010370808084618236 0.00091911139126825739 0.00080249715572151988 0.0008505834724298379
leaf_weight=60 54 78 86 60 53 83 98 62 74 86 88 87 73 54 62 55 56 58 344 79 140 52 103 52 68 93 69
leaf_count=60 54 78 86 60 53 83 98 62 74 86 88 87 73 54 62 55 56 58 344 79 140 52 103 52 68 93 69
internal_value=0 0.000421022 0.000484556 0.000774233 0.000593766 0.000799027 0.000666065 0.00070273 0.000462732 0.000332602 0.000828322 0.000728894 0.000846205 0.000716745 0.000645318 0.000747183 0.000712527 0.000742034 0.00082955 0.000888828 0.000811035 0.000973625 0.000755634 0.000961264 0.000843625 0.000764292 0.000809371
internal_weight=0 489 411 1838 239 1495 343 349 127 172 1146 175 971 283 160 287 232 112 859 204 655 112 243 125 412 149 123
internal_count=2327 489 411 1838 239 1495 343 349 127 172 1146 175 971 283 160 287 232 112 859 204 655 112 243 125 412 149 123
is_linear=0
shrinkage=0.0032998


Tree=6809
num_leaves=11
num_cat=0
split_feature=0 12 13 14 10 13 13 157 4 12
split_gain=0.17449 0.134165 0.176409 0.192419 0.126077 0.106082 0.109162 0.095691 0.0913179 0.0781361
threshold=0.12381500000000002 -0.12529499999999996 -0.15310499999999996 0.076175000000000007 -0.0091199999999999979 -0.09219999999999999 -0.089024999999999979 -0.029304999999999998 -0.076689999999999994 0.08073000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 8 -7 -8 -6 -3
right_child=-2 2 3 -5 5 6 7 -9 -10 -11
leaf_value=0.011983272729008449 -0.0031162826717215674 0.0017091253778719522 -0.0032765056546659229 0.014465857551272842 0.013901973944806037 -0.0029246548489368176 0.0015203860723702765 0.0048662804678923548 0.005350328409584713 -0.0071862224175720402
leaf_weight=63 93 60 62 53 59 61 293 1440 91 52
leaf_count=63 93 60 62 53 59 61 293 1440 91 52
internal_value=0 0.0043126 0.00408918 0.0044433 0.0041776 0.00441626 0.00405491 0.00430162 0.00872595 -0.00240482
internal_weight=0 2234 2171 2059 2006 1944 1794 1733 150 112
internal_count=2327 2234 2171 2059 2006 1944 1794 1733 150 112
is_linear=0
shrinkage=0.16829


Tree=6810
num_leaves=21
num_cat=0
split_feature=1 123 1 150 4 4 0 4 4 1 0 124 1 51 0 1 4 13 0 157
split_gain=25.4801 3.16362 2.76952 1.23325 1.28711 1.21759 1.07416 1.59773 0.984582 0.831077 0.627215 0.591516 0.507289 0.386043 0.282264 0.253309 0.257034 0.218379 0.195837 0.189363
threshold=0.109225 0.081180000000000016 0.12419000000000001 1.0000000180025095e-35 0.30163500000000004 0.27287000000000006 -0.076539999999999983 -0.099704999999999974 -0.49269499999999994 0.14787500000000001 -0.026509999999999995 -1.0000000180025095e-35 0.090485000000000024 0.11024000000000002 -0.092514999999999986 0.091370000000000021 0.0051600000000000005 -0.074519999999999989 -0.14857499999999998 -1.0000000180025095e-35
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 5 3 4 -2 6 7 -1 19 11 15 -4 13 18 -14 16 -10 -13 -9 -8
right_child=2 -3 9 -5 -6 -7 8 12 10 -11 -12 17 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0023162828455152787 0.0015127839946754071 0.0010539441140505847 0.000352541648717033 0.00065833072745908152 0.0008630544562686312 0.0011987822799199225 0.002009246911350699 0.001978869178404152 0.0016867709695793649 0.00018216088593222293 0.0012339622990854321 0.00063724987520244046 0.001400089127105066 0.0014868313987983525 0.00168478771767365 0.0013917279283343932 0.0014495194909349347 0.00093511809972108239 0.0017687874748382377 0.0017254397963731986
leaf_weight=55 77 87 53 59 59 52 53 54 184 59 75 58 68 53 93 70 72 52 972 56
leaf_count=55 77 87 53 59 59 52 53 54 184 59 75 58 68 53 93 70 72 52 972 56
internal_value=0 0.00167002 0.000770926 0.00105803 0.00123118 0.00169886 0.00171325 0.001764 0.00158429 0.000518579 0.00150824 0.000640134 0.00173948 0.00176552 0.00156476 0.00157124 0.00162018 0.000778381 0.00177988 0.00186376
internal_weight=0 1944 417 195 136 1857 1805 1295 510 222 401 163 1240 1079 161 326 256 110 1026 109
internal_count=2361 1944 417 195 136 1857 1805 1295 510 222 401 163 1240 1079 161 326 256 110 1026 109
is_linear=0
shrinkage=0.0032998


Tree=6811
num_leaves=16
num_cat=0
split_feature=2 30 3 39 3 14 3 2 39 2 133 3 2 2 2
split_gain=18.8099 9.57988 4.88509 2.22221 2.18656 1.07329 1.26238 0.752949 0.693677 0.643741 0.277361 0.257785 0.244809 0.243817 0.0841684
threshold=0.12131500000000002 0.085570000000000021 0.10812000000000001 0.0095750000000000019 0.25468500000000005 0.062655000000000016 -0.11756999999999999 0.092155000000000015 0.084845000000000018 0.099450000000000024 0.022390000000000004 -0.078129999999999991 0.13388500000000003 0.086825000000000013 0.10527500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 13 11 12 -5 -9 -8 -2 -1 -15
right_child=4 -3 -4 9 -6 -7 7 10 -10 -11 -12 -13 -14 14 -16
leaf_value=0.00073314433540872578 0.00062198453360934281 -0.00012283551104086787 0.00042422568723632923 0.00095319169226401796 -0.00037672116774563981 0.0016045260805005318 0.0012867762450083791 0.0010082720956301416 6.5303201324116335e-05 0.00047479001501296109 0.0011810793471660243 0.001160428207711457 0.00033826840623993646 0.0010893891128602965 0.00091643289051178618
leaf_weight=52 62 68 100 72 62 70 903 204 71 54 211 227 73 66 66
leaf_count=52 62 68 100 72 62 70 903 204 71 54 211 227 73 66 66
internal_value=0 0.00109496 0.00113587 0.00117282 0.000166312 0.00120253 0.00118623 0.00121707 0.00032992 0.000748442 0.00109622 0.00126143 0.000468829 0.000927056 0.00100318
internal_weight=0 2093 2025 1925 268 1799 1729 1545 206 126 415 1130 135 184 132
internal_count=2361 2093 2025 1925 268 1799 1729 1545 206 126 415 1130 135 184 132
is_linear=0
shrinkage=0.0032998


Tree=6812
num_leaves=15
num_cat=0
split_feature=15 3 39 14 2 3 0 14 16 0 0 49 42 43
split_gain=11.5169 7.15463 2.58961 1.41728 1.28742 1.07545 1.02251 0.793014 0.68828 0.395748 0.321303 0.245358 0.216878 0.211906
threshold=-0.24269999999999997 0.11535000000000002 0.081875000000000017 0.062655000000000016 0.12131500000000002 0.30112000000000005 -0.13892999999999997 -0.10708499999999999 -0.49181999999999998 -0.077584999999999987 -0.079119999999999982 -0.0087399999999999995 0.088775000000000007 -0.11162499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 -3 11 -1 -9 -4 12 -2 -8 -12
right_child=1 5 9 -5 -6 -7 10 8 -10 -11 13 -13 -14 -15
leaf_value=0.00081669410929686981 0.00099823562486184509 0.00090148414118552337 0.0012294717914309067 0.0019444523343593691 0.0010327233236256373 0.00028281637186615557 0.0015587591250176261 0.00064145921703748254 0.00013860590618502768 0.0009103200755998127 0.0012653361601679695 0.0013221126232840219 0.001441691110973298 0.0014583154398580117
leaf_weight=81 53 68 78 68 75 56 795 60 59 96 74 52 233 513
leaf_count=81 53 68 78 68 75 56 795 60 59 96 74 52 233 513
internal_value=0 0.00139242 0.00143928 0.00147529 0.00145749 0.00062237 0.00147599 0.00056444 0.000392441 0.00105359 0.00149658 0.00115897 0.00153226 0.00143405
internal_weight=0 2161 2037 1863 1795 124 1720 200 119 174 1615 105 1028 587
internal_count=2361 2161 2037 1863 1795 124 1720 200 119 174 1615 105 1028 587
is_linear=0
shrinkage=0.0032998


Tree=6813
num_leaves=16
num_cat=0
split_feature=4 12 3 52 14 14 52 3 12 151 51 3 16 51 3
split_gain=0.572068 0.280296 0.164543 0.175334 0.124251 0.116206 0.16384 0.273556 0.234804 0.169882 0.116238 0.10483 0.0852543 0.0837359 0.0551246
threshold=0.30163500000000004 0.092295000000000002 0.25468500000000005 0.51307000000000014 -0.10708499999999999 0.062655000000000016 -0.18817999999999999 -0.11197999999999998 0.088395000000000015 0.015440000000000001 -0.15171499999999996 -0.097094999999999987 -0.50942999999999994 -0.024714999999999997 -0.069999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 11 8 -8 10 -9 -1 -6 14 -13
right_child=1 -3 -4 -5 12 -7 7 9 -10 -11 -12 13 -14 -15 -16
leaf_value=0.017082431575103588 0.0086582416469533473 -0.011277630231580769 -0.0017382421907941941 0.00031791017875789523 0.0035586379866628486 0.014822214284600817 -0.0088229882219641436 0.00037040504214842107 0.0062426895321213791 -0.00090315051330112851 0.0084377956311382871 0.0093700167566590879 -0.0045171336685203246 0.0053491430871380648 0.016580962407583062
leaf_weight=73 58 57 53 87 73 70 54 53 64 61 1374 76 75 81 52
leaf_count=73 58 57 53 87 73 70 54 53 64 61 1374 76 75 81 52
internal_value=0 -0.000828345 0.00749183 0.00773192 0.00205424 0.00806043 0.00780878 0.00714892 -0.000636548 0.00776752 0.00813942 0.0115604 -0.000521675 0.00962299 0.0123135
internal_weight=0 263 2098 2045 206 1958 1888 1606 118 1488 1427 282 148 209 128
internal_count=2361 263 2098 2045 206 1958 1888 1606 118 1488 1427 282 148 209 128
is_linear=0
shrinkage=0.16829


Tree=6814
num_leaves=29
num_cat=0
split_feature=1 4 12 12 1 12 1 13 4 15 1 12 1 1 15 4 0 12 16 16 0 0 16 13 0 12 15 15
split_gain=23.0188 3.03295 2.68475 2.14278 1.39245 1.07892 0.835699 0.717716 0.407104 0.373522 0.372163 0.362591 0.352448 0.309644 0.302382 0.317053 0.267806 0.207868 0.228616 0.218347 0.146709 0.156986 0.139517 0.137987 0.0995872 0.0786755 0.0756205 0.0694502
threshold=0.109225 0.27287000000000006 0.054520000000000006 0.088745000000000004 0.09227500000000001 0.090175000000000019 0.12958500000000003 -0.0049299999999999995 0.058330000000000007 -0.42759999999999992 0.07635500000000002 -0.024179999999999997 0.09006500000000002 0.097480000000000011 0.095545000000000005 -0.071794999999999984 -0.074274999999999994 0.08598500000000002 -1.0000000180025095e-35 -0.088734999999999994 -0.084044999999999995 -0.088709999999999983 0.081265000000000018 0.043640000000000005 -0.081654999999999991 0.097060000000000021 -0.013349999999999999 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 10 12 -3 -6 13 -8 -1 -2 17 14 16 -16 23 18 19 -4 21 -19 -18 -7 -22 -10 -21 -23
right_child=1 6 5 -5 7 8 9 -9 25 -11 -12 -13 -14 -15 15 -17 22 20 -20 26 24 27 -24 -25 -26 -27 -28 -29
leaf_value=0.0012952119658066409 0.00044927824962097542 0.00063039080270559089 0.001835063940100887 0.0013420910500175458 0.00078206341723443314 0.0016589113513462285 0.00038725790117623808 0.0012261205598209127 0.001388517646038668 2.5251797128334764e-05 0.0015966708596793541 0.00082941508210416083 0.0013902587640338474 0.0017437722654394265 0.001179392066137883 0.0014850808188979921 0.0013100702940306596 0.001580179027884075 0.0019335621194678018 0.0017189475730772512 0.0014714712212869536 0.0018383654498330638 0.0015164222002990657 0.0014921771309127732 0.0016280045799255511 0.0012036848718116034 0.0015882816243310536 0.0016700936043575064
leaf_weight=89 52 93 92 88 72 175 66 90 55 59 94 59 53 60 62 98 67 102 54 91 95 67 88 87 100 56 139 58
leaf_count=89 52 93 92 88 72 175 66 90 55 59 94 59 53 60 62 98 67 102 54 91 95 67 88 87 100 56 139 58
internal_value=0 0.000662478 0.00151704 0.000957148 0.00125254 0.00157409 0.000393329 0.00102898 0.00148221 0.000216673 0.00145025 0.00065165 0.0016548 0.00151467 0.00149079 0.00136685 0.00153826 0.00167233 0.00173016 0.00169594 0.00162072 0.00167967 0.00142745 0.00160368 0.00155193 0.00129559 0.00164013 0.00176057
internal_weight=0 417 1944 199 345 1599 218 162 748 125 183 111 851 637 577 160 417 798 376 322 422 227 155 262 195 111 230 125
internal_count=2361 417 1944 199 345 1599 218 162 748 125 183 111 851 637 577 160 417 798 376 322 422 227 155 262 195 111 230 125
is_linear=0
shrinkage=0.0032998


Tree=6815
num_leaves=23
num_cat=0
split_feature=1 52 40 52 1 2 2 4 52 0 51 481 15 4 15 4 52 1 40 52 52 0
split_gain=7.3683 1.28766 0.90127 0.408836 0.380441 0.403914 0.378817 0.29722 0.262573 0.815798 0.204637 0.181124 0.158463 0.140919 0.133148 0.13103 0.126048 0.12586 0.118365 0.108391 0.107077 0.0882772
threshold=0.10752500000000002 -0.24526499999999998 -0.080519999999999994 -0.083939999999999987 0.12895500000000001 0.11252000000000002 0.10272000000000002 -0.10429499999999998 0.044705000000000002 -0.07964499999999998 -0.085574999999999984 -0.0085049999999999987 -0.090364999999999987 -0.015104999999999999 -0.14068999999999995 -0.0023899999999999993 -0.037619999999999994 0.078435000000000019 -0.045684999999999996 -0.44579999999999992 -0.00094999999999999989 -0.066659999999999983
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 -2 -1 -3 5 -5 7 17 9 -8 13 20 16 -9 -7 -14 -13 -4 -6 -11 -12 -10
right_child=1 3 6 4 18 14 8 10 21 19 11 12 15 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0005650004662123494 0.00095177388521311803 0.00017049485801592067 0.0010025944030823894 0.00072919907044168356 0.00022078930935020023 0.00054611647305742334 0.00041641809701986122 0.00096785407521436358 0.0010590271899864551 0.00098811586164929241 0.00095206328326409182 0.00071447508663421695 0.00093352228501721913 0.0012093290534346804 0.00031589869511937569 0.001052217848238684 0.00089945522766366511 0.0012223865859140478 0.00040788219283660669 0.00080720968302428516 0.0011240543574075738 0.00087176718911210972
leaf_weight=69 55 64 52 84 60 53 52 52 63 75 75 59 768 59 59 123 144 71 100 77 95 55
leaf_count=69 55 64 52 84 60 53 52 52 63 75 75 59 768 59 59 123 144 71 100 77 95 55
internal_value=0 0.000476508 0.000936439 0.000414186 0.000457897 0.00055564 0.000950502 0.000972733 0.00084697 0.000774451 0.000958661 0.000946527 0.000930667 0.00109652 0.000425156 0.000949947 0.000845866 0.00112975 0.000337943 0.000896704 0.00104838 0.000972044
internal_weight=0 475 1889 420 356 196 1820 1498 322 204 1375 1264 1094 111 112 891 203 123 160 152 170 118
internal_count=2364 475 1889 420 356 196 1820 1498 322 204 1375 1264 1094 111 112 891 203 123 160 152 170 118
is_linear=0
shrinkage=0.0032998


Tree=6816
num_leaves=25
num_cat=0
split_feature=4 3 3 43 15 12 4 4 49 4 3 43 4 3 43 482 43 12 15 4 403 4 130 403
split_gain=20.2053 4.89747 2.4745 2.86995 0.77122 0.655163 0.626301 0.514423 0.468332 0.330612 0.648328 0.490619 0.327416 0.288189 0.234726 0.219209 0.281027 0.338216 0.267565 0.191175 0.11863 0.104775 0.122844 0.102215
threshold=0.30163500000000004 -0.065259999999999999 0.25468500000000005 -0.035884999999999993 -0.42759999999999992 0.092495000000000008 -0.15805499999999997 0.59999500000000017 -0.068884999999999988 -0.060264999999999992 0.092330000000000009 0.13543000000000002 0.42098500000000005 -0.025669999999999995 -0.12584499999999996 0.089925000000000019 -0.00045499999999999995 0.083785000000000012 0.086795000000000011 0.053255000000000004 -0.10802999999999999 -0.081374999999999989 0.016915000000000003 -0.072624999999999981
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 3 8 7 6 -1 -2 -3 -5 11 -11 -6 -10 -7 16 17 -8 -18 21 -19 -16 23 -23
right_child=4 2 -4 9 12 14 15 -9 13 10 -12 -13 -14 -15 19 -17 18 20 -20 -21 -22 22 -24 -25
leaf_value=0.0019049289732347217 0.00078307893597921523 0.00066131370940265247 0.00049423251079590345 0.0015967827409545986 0.00039880214132078317 0.0012566468530097845 0.0017856910602701689 0.0003669607828120141 0.0011822541109925092 0.0016221216521844089 0.0010342626888214662 0.0012333578080310004 6.0514977465043669e-05 0.00084953595975168481 0.0016079301059519911 0.0013234030460472998 0.0012715771039846242 0.0014288879458454731 0.0015495479993570766 0.0012917115985551818 0.0015631787038628304 0.0015380922325947152 0.0015858514186488583 0.0013737705758437356
leaf_weight=52 78 65 59 83 71 97 73 56 57 86 54 62 56 59 57 55 77 89 79 82 610 59 60 188
leaf_count=52 78 65 59 83 71 97 73 56 57 86 54 62 56 59 57 55 77 89 79 82 610 59 60 188
internal_value=0 0.00140827 0.00113192 0.00121258 0.000434634 0.00150019 0.00154922 0.000609442 0.00088711 0.00141916 0.001346 0.0014595 0.000249914 0.00101333 0.00140665 0.00153037 0.0015426 0.00156883 0.00141257 0.00143919 0.00154613 0.00147232 0.00144703 0.00141316
internal_weight=0 2103 525 466 261 1578 1035 134 181 285 202 148 127 116 543 983 928 772 156 446 699 364 307 247
internal_count=2364 2103 525 466 261 1578 1035 134 181 285 202 148 127 116 543 983 928 772 156 446 699 364 307 247
is_linear=0
shrinkage=0.0032998


Tree=6817
num_leaves=24
num_cat=0
split_feature=1 160 1 49 4 1 1 43 49 2 2 0 52 4 0 4 133 2 2 0 43 2 4
split_gain=0.565464 0.289796 0.188561 0.165649 0.137387 0.219249 0.123232 0.118088 0.113725 0.0831377 0.166351 0.130354 0.121548 0.182366 0.11624 0.156858 0.112091 0.0788784 0.0528329 0.0515914 0.04371 0.0332721 0.0322641
threshold=0.09518500000000002 0.05259500000000001 0.13662500000000002 -0.072214999999999988 -0.039459999999999995 0.10061500000000002 0.14828500000000003 -0.078139999999999973 -0.014169999999999999 0.084825000000000025 0.085465000000000013 -0.075294999999999987 -0.012574999999999998 -0.048624999999999995 -0.10946999999999998 0.064645000000000022 0.048240000000000005 0.083935000000000023 0.10293500000000001 -0.066264999999999991 -0.072864999999999985 0.089045000000000013 0.40473500000000007
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 4 21 5 -2 -4 -3 -5 11 -11 12 -10 17 -12 16 -16 -14 19 -6 -20 -1 -22
right_child=1 7 6 8 18 -7 -8 -9 9 10 14 -13 13 -15 15 -17 -18 -19 20 -21 22 -23 -24
leaf_value=0.013020236133788488 0.0031123170063389856 -0.0090825782472929908 -0.0050767166116679249 0.0016528011828501755 0.0097377432544393811 0.016494993495977169 0.0056002818109119118 0.0018840303119152489 0.004488523074614165 0.00082908757492048042 0.015230379338474211 0.019443752957597236 0.0080412780058173403 0.020290082711428018 0.0073283222585426239 0.0012720666747208019 0.011328306539518973 0.014573126214701219 -0.00069898914595860242 0.0031724044163167786 0.0081067522206728984 0.019078661753193085 0.0026302596696219441
leaf_weight=54 57 58 69 54 99 90 55 53 79 71 86 52 183 60 388 74 415 75 56 53 53 55 75
leaf_count=54 57 58 69 54 99 90 55 53 79 71 86 52 183 60 388 74 415 75 56 53 53 55 75
internal_value=0 0.00406669 0.0055137 0.00973165 0.00701676 0.011318 -0.000326463 -0.00383008 0.0092793 0.00955578 0.00871821 0.0114806 0.0104331 0.0119042 0.009298 0.00871421 0.0093978 0.00994703 0.00512962 0.00746033 0.00319448 0.0160937 0.00491191
internal_weight=0 718 607 1646 483 147 124 111 1537 1483 1034 449 397 318 963 877 803 258 336 152 184 109 128
internal_count=2364 718 607 1646 483 147 124 111 1537 1483 1034 449 397 318 963 877 803 258 336 152 184 109 128
is_linear=0
shrinkage=0.16829


Tree=6818
num_leaves=28
num_cat=0
split_feature=1 52 124 1 12 1447 0 1 2 2 12 4 12 12 0 42 157 2 52 4 15 4 2 4 133 4 52
split_gain=9.3292 1.23977 1.19975 0.561885 0.492611 0.381133 0.513309 0.908389 0.352467 0.567699 0.205504 0.186448 0.152005 0.146768 0.143576 0.207362 0.120793 0.186284 0.112432 0.110827 0.0896876 0.0617999 0.0446411 0.044172 0.0382203 0.0378279 0.0160395
threshold=0.10752500000000002 -0.24526499999999998 -0.043384999999999993 0.13662500000000002 0.092495000000000008 -0.074869999999999978 -0.13740499999999997 0.085720000000000005 -1.0000000180025095e-35 0.064660000000000009 0.11769500000000001 -0.083584999999999979 0.093595000000000025 -1.0000000180025095e-35 -0.089964999999999976 0.084775000000000003 -0.078969999999999985 0.084825000000000025 -0.025069999999999999 0.0015850000000000003 -0.095244999999999982 -0.096364999999999992 0.12358500000000001 -0.077679999999999985 0.032620000000000003 0.50373500000000015 0.0043000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 5 11 7 -7 -3 -10 12 -4 -6 -11 15 20 18 -18 -16 21 -8 -14 -15 -23 -21 -5 -13
right_child=1 3 4 25 10 6 14 -9 9 13 -12 26 19 22 16 -17 17 -19 -20 24 -22 23 -24 -25 -26 -27 -28
leaf_value=0.00065685072730194149 0.00098304120700572163 0.00030774477241683285 0.0014076771707557743 0.00033062711154390042 0.00084334575748407797 0.00117519671265327 0.0011740264933704299 0.00061944037814203924 0.00089756563637739871 0.0003732983678747259 0.00079954575630204262 0.0011109937008218374 0.0011559921217065045 0.00051499423241073135 0.0012825827538306878 0.0010579335058529204 0.0011264151336209849 0.0010066378348149013 0.0010748990534334686 0.00085396294570712729 0.0013746761267573902 0.00094406198728269521 0.00064865902437995899 0.0010510770370131962 0.00098645079058128321 0.00021360296169675307 0.0012089527941121256
leaf_weight=88 55 60 52 61 65 59 52 71 52 62 68 52 54 68 56 91 241 374 66 52 54 62 52 219 58 65 55
leaf_count=88 55 60 52 61 65 59 52 71 52 62 68 52 54 68 56 91 241 374 66 52 54 62 52 219 58 65 55
internal_value=0 0.000516629 0.00103413 0.000455467 0.00105254 0.0010903 0.00106755 0.000871939 0.000534603 0.000592622 0.000972594 0.00124235 0.000995598 0.000505301 0.00109473 0.00117576 0.00107303 0.00105363 0.00117052 0.00101776 0.00127658 0.00104839 0.000573209 0.00102759 0.00092414 0.000270537 0.00116168
internal_weight=0 475 1889 420 1801 1223 1064 130 294 234 578 159 510 182 934 197 737 615 122 445 106 335 120 281 110 126 107
internal_count=2364 475 1889 420 1801 1223 1064 130 294 234 578 159 510 182 934 197 737 615 122 445 106 335 120 281 110 126 107
is_linear=0
shrinkage=0.0032998


Tree=6819
num_leaves=19
num_cat=0
split_feature=4 40 3 4 3 43 376 14 16 43 16 3 43 42 3 3 1211 481
split_gain=9.10448 3.63426 1.78891 0.864371 0.697792 0.554534 0.490467 0.339236 0.301853 0.261441 0.249164 0.231154 0.214854 0.197122 0.217323 0.13401 0.132783 0.104145
threshold=0.30163500000000004 -0.026419999999999996 0.149315 -0.41016499999999995 -0.065974999999999992 -0.038674999999999994 0.081970000000000015 -0.45687499999999998 -0.54057999999999995 -0.072864999999999985 0.0060650000000000009 0.091170000000000015 0.015110000000000002 0.079170000000000004 -0.082539999999999988 -0.15680499999999997 0.11013500000000002 -0.0015899999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 15 10 -6 -1 -2 -9 -10 16 12 -7 -12 -15 -3 17 -5
right_child=7 2 -4 4 5 11 -8 8 9 -11 13 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00079119421645344106 0.00067690323546988423 0.0015410216755781206 0.00054929112727754878 0.0012728051118698262 0.00070748834512932815 0.0012551896204332741 0.00043018241068652958 0.00059214785476464601 0.00013059377052667602 0.00041337764546851971 0.00093450715416587863 0.00088979278324345548 0.0009971220236749804 0.0012675928705666948 0.0010535517542387405 0.0013162723732735287 0.0010261454619161366 0.0011801885642353854
leaf_weight=92 54 58 55 167 63 78 75 55 58 94 79 61 68 82 153 66 57 949
leaf_count=92 54 58 55 167 63 78 75 55 58 94 79 61 68 82 153 66 57 949
internal_value=0 0.0010968 0.00113712 0.00115428 0.00113539 0.000980237 0.000629274 0.000443136 0.000381983 0.000305705 0.00116354 0.00106308 0.00113524 0.00107972 0.00112839 0.00142168 0.00118595 0.00119408
internal_weight=0 2103 1936 1881 1757 270 167 261 207 152 1487 207 146 314 235 124 1173 1116
internal_count=2364 2103 1936 1881 1757 270 167 261 207 152 1487 207 146 314 235 124 1173 1116
is_linear=0
shrinkage=0.0032998


Tree=6820
num_leaves=18
num_cat=0
split_feature=4 124 14 1456 403 2 159 2 1 12 402 1 50 1 2 12 2
split_gain=0.437981 0.261764 0.209514 0.175308 0.140259 0.129434 0.194561 0.119675 0.181477 0.12176 0.114518 0.0941619 0.106796 0.0891427 0.149673 0.0875388 0.086722
threshold=0.30163500000000004 -0.043384999999999993 -1.0000000180025095e-35 -0.15824499999999997 -0.23730999999999999 0.088095000000000021 0.087410000000000015 0.114165 0.10396500000000002 0.09697500000000002 -0.0065149999999999991 0.11000000000000001 0.10672000000000002 0.11890000000000002 0.13247500000000004 -0.08780499999999998 0.13752500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -2 -3 10 6 11 8 9 -7 -5 12 -6 -4 -15 -1 -9
right_child=2 3 13 4 5 7 -8 16 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0050161580095221944 0.0092502358427429855 0.017331348696591215 0.0027056305199988418 0.0081098028737322386 0.011786983746298278 0.0090355334941465883 0.0029463559331740705 0.015069803173816227 -0.0021728904523928712 0.0033742511812727641 -0.00054973081079008504 0.017868795259022713 0.0051986673142056378 -0.011299977613704786 0.0013818609020970502 -0.003649062803563829 0.0073597761700292547
leaf_weight=87 68 74 75 101 664 470 81 101 57 141 75 64 79 52 53 53 72
leaf_count=87 68 74 75 101 664 470 81 101 57 141 75 64 79 52 53 53 72
internal_value=0 0.00877114 0.0012878 0.00926884 0.00895471 0.00941634 0.0108389 0.0079122 0.00688415 0.00773202 0.00440945 0.0116288 0.0110889 -0.00171025 -0.00488156 0.00172292 0.0118714
internal_weight=0 2119 248 1979 1905 1729 888 841 668 611 176 807 743 180 105 140 173
internal_count=2367 2119 248 1979 1905 1729 888 841 668 611 176 807 743 180 105 140 173
is_linear=0
shrinkage=0.16829


Tree=6821
num_leaves=26
num_cat=0
split_feature=1 3 123 16 3 0 47 3 0 151 3 3 13 12 16 3 1 1 51 16 1213 12 0 52 13
split_gain=17.6277 3.71295 1.65017 1.50705 0.905 0.794722 0.60559 0.520321 0.342501 0.288684 0.237242 0.229747 0.198455 0.199707 0.196238 0.193156 0.372742 0.190596 0.185853 0.165811 0.131615 0.114195 0.135 0.112117 0.0227447
threshold=0.104035 -0.049204999999999992 1.0000000180025095e-35 -0.28430999999999995 0.32329500000000005 -0.074434999999999987 0.09717000000000002 0.081640000000000004 -0.14857499999999998 -0.0033899999999999994 0.077930000000000013 -0.080049999999999996 0.102565 0.093840000000000021 -0.025314999999999994 -0.088654999999999998 0.083555000000000018 0.088595000000000021 -0.04652499999999999 0.41331000000000007 -0.059794999999999994 0.089255000000000015 -0.079724999999999976 -0.088629999999999987 -0.08231999999999999
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=2 3 5 -2 6 7 9 8 -1 -3 -11 15 13 17 -15 16 -10 23 -5 -16 -17 24 -23 -7 -13
right_child=1 4 -4 18 -6 12 -8 -9 11 10 -12 21 -14 14 19 20 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0013744433526293924 0.00028995810147425949 0.00031729799958742652 0.0005464704661513898 0.00080049937730346395 -0.00020812802842325729 0.0010200587479128585 0.00055014939957479306 0.00083649960017570209 0.0011249226804848213 -4.5599725226360331e-05 0.00022650202802907839 0.0010709119943662024 0.00075697258017165352 0.0010050667222521524 0.00066197496717296971 0.0012727673362713681 0.00082383933802959806 0.0008888187553906941 0.0010530622653099272 0.00092829073593081056 0.0011459203557794586 0.00093641315569753373 0.0011160420377262985 0.0012367756478738549 0.0011777032818337733
leaf_weight=56 59 79 70 66 62 53 53 76 228 83 60 61 58 98 52 118 57 53 65 53 467 160 68 58 54
leaf_count=56 59 79 70 66 62 53 53 76 228 83 60 61 58 98 52 118 57 53 65 53 467 160 68 58 54
internal_value=0 0.000359812 0.00104442 0.000728737 0.000151709 0.00106409 0.000232964 0.00110355 0.00111951 0.000157081 6.83225e-05 0.00110771 0.000939148 0.000967843 0.000897483 0.00113664 0.00106483 0.00105472 0.000926086 0.000796737 0.00117157 0.00103424 0.000990141 0.00113362 0.00112136
internal_weight=0 527 1840 190 337 1770 275 1345 1269 222 143 1213 425 367 203 870 285 164 131 105 585 343 228 111 115
internal_count=2367 527 1840 190 337 1770 275 1345 1269 222 143 1213 425 367 203 870 285 164 131 105 585 343 228 111 115
is_linear=0
shrinkage=0.0032998


Tree=6822
num_leaves=19
num_cat=0
split_feature=1 3 15 1209 475 1447 1456 131 16 15 15 133 16 16 483 1456 3 15
split_gain=0.315294 0.241303 0.18508 0.159397 0.157426 0.151881 0.22018 0.147697 0.113163 0.221452 0.114146 0.112761 0.104383 0.1512 0.0969832 0.111558 0.111383 0.0223781
threshold=0.092415000000000011 -0.053499999999999992 -0.016949999999999996 -0.079679999999999987 -0.085734999999999992 -0.085709999999999995 0.089050000000000004 0.083410000000000026 -0.083104999999999984 -0.26424499999999995 -0.094449999999999992 -0.006304999999999999 -0.036039999999999996 0.51763500000000018 -0.070084999999999981 -0.011624999999999998 -0.088714999999999988 -0.044164999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 7 -1 -5 -6 14 8 9 -3 -10 -2 17 -14 -7 -16 -17 -13
right_child=1 2 -4 4 5 6 -8 -9 10 -11 -12 12 13 -15 15 16 -18 -19
leaf_value=-0.00018484647302129104 0.00078439914698325149 0.0090207653049501121 -0.0049544480859160921 0.0021476433415421208 0.016971319871987422 0.01496662606475766 -0.0012545136214326209 -0.0042831600705582062 0.0038201964973461856 -0.0035088720430896205 0.013920768269086359 0.0078533505344011937 0.016002732272970707 0.0052828762637871047 0.0032152377724690901 0.0068088299724656078 0.010506266709198157 0.0031419302392849289
leaf_weight=56 54 73 90 92 71 84 57 56 64 88 64 56 101 60 88 325 826 62
leaf_count=56 54 73 90 92 71 84 57 56 64 88 64 56 101 60 88 325 826 62
internal_value=0 0.00444893 0.00183357 0.00860367 0.00892379 0.00935219 0.00895889 0.00360957 0.00514517 0.00216111 0.00888452 0.00786 0.00922303 0.0120189 0.00940028 0.00902145 0.00946381 0.00539308
internal_weight=0 768 435 1599 1543 1451 1380 345 289 161 128 333 279 161 1323 1239 1151 118
internal_count=2367 768 435 1599 1543 1451 1380 345 289 161 128 333 279 161 1323 1239 1151 118
is_linear=0
shrinkage=0.16829


Tree=6823
num_leaves=20
num_cat=0
split_feature=97 1 2 2 12 1209 475 12 481 1446 2 3 3 1211 16 1 16 16 51
split_gain=0.22714 0.141882 0.148593 0.151788 0.125571 0.111338 0.101777 0.116811 0.130389 0.124952 0.0973622 0.0776339 0.0731777 0.0694746 0.0621834 0.115797 0.167881 0.132786 0.0960911
threshold=-0.0047149999999999996 0.092415000000000011 -0.0091949999999999983 1.0000000180025095e-35 0.092495000000000008 -0.079679999999999987 -0.085734999999999992 0.096915000000000015 -0.087424999999999989 0.087985000000000022 0.11543000000000002 -0.07385499999999999 -0.073629999999999987 0.087635000000000005 0.27776000000000006 0.12986500000000004 -0.38959499999999997 -0.0092499999999999978 0.07955000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2 -7 8 -8 13 12 -6 -9 -10 15 17 -17 18 -5
right_child=1 2 3 14 11 6 7 10 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0041681841388959955 -0.00015373859113363656 -0.0027489125405246594 0.015177798049025137 0.0053817051703305531 0.0031479145449111539 0.0019684601027153562 0.00029417895913085528 0.0060051265885102869 0.0080875047826576736 0.016246607339395879 0.010393526143096691 0.011226547409823926 -0.00058867759798014025 0.013648643853938602 0.0074793483282568247 -0.00017443772084896133 0.012740774026337005 -0.0066458706970607268 -0.0030666498065316785
leaf_weight=60 56 75 63 114 92 91 53 92 1014 62 60 54 98 69 83 53 61 60 57
leaf_count=60 56 75 63 114 92 91 53 92 1014 62 60 54 98 69 83 53 61 60 57
internal_value=0 0.0063024 0.00432073 0.00515593 0.00887864 0.00718587 0.00745411 0.00779762 0.00848978 0.00886757 0.00447357 0.00614821 0.00259466 0.00844347 0.00333387 0.00233134 0.00672057 0.000157445 0.00255508
internal_weight=0 2307 712 637 209 1595 1539 1448 1198 1145 250 146 190 1083 428 345 114 231 171
internal_count=2367 2307 712 637 209 1595 1539 1448 1198 1145 250 146 190 1083 428 345 114 231 171
is_linear=0
shrinkage=0.16829


Tree=6824
num_leaves=24
num_cat=0
split_feature=1 52 40 159 2 31 13 1 1 15 2 0 2 52 0 474 2 475 159 0 0 16 52
split_gain=15.5819 3.61733 1.27827 1.06966 0.811651 0.553285 0.531145 0.515521 0.445731 0.349929 0.34391 0.299366 0.269825 0.258549 0.234644 0.226836 0.186666 0.174091 0.126022 0.110524 0.088919 0.0624495 0.0173624
threshold=0.10491000000000002 -0.24526499999999998 -0.026419999999999996 -1.0000000180025095e-35 0.099675000000000014 -0.018414999999999997 -0.117405 0.11869500000000001 0.089790000000000023 -0.16448999999999997 0.10774000000000002 -0.026509999999999995 0.086965000000000015 0.11379500000000002 -0.07385499999999999 0.083855000000000013 0.064660000000000009 -0.085359999999999978 -0.018164999999999997 -0.087084999999999982 -0.07854499999999999 -0.023519999999999996 -0.10692499999999998
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 -2 -1 -3 6 -5 -4 10 12 -9 -7 13 15 20 19 16 -8 -14 -19 -10 -6 -21 -22
right_child=1 3 4 5 11 7 8 9 14 -11 -12 -13 17 -15 -16 -17 -18 18 -20 21 22 -23 -24
leaf_value=0.00078573194779813524 0.00122258977500187 0.0008119654736285023 0.0015329778154620326 2.384088553994928e-05 0.0009034671581211694 0.00073417402872311881 0.0011908478785648212 0.00014489812639023261 0.0010021744999701874 0.00043452098603044835 0.00040809752253335334 0.00085745022966478843 0.0010029752628581562 0.0012601937090850838 0.00088180219413744201 0.001071889826579177 0.0013422007229214679 0.0013198017209533871 0.0011762985514510358 0.0011164437686149063 0.001114559978576178 0.0012733998082126228 0.0010188560541530055
leaf_weight=94 68 61 56 52 53 58 123 103 55 82 92 82 57 71 56 52 377 84 448 71 65 55 52
leaf_count=94 68 61 56 52 53 58 123 103 55 82 92 82 57 71 56 52 377 84 448 71 65 55 52
internal_value=0 0.000513177 0.00116175 0.00040542 0.00118185 0.000341248 0.00121565 0.000390412 0.00120273 0.000273462 0.000534415 0.00103169 0.00122999 0.00109083 0.00107135 0.00128314 0.00130504 0.00118011 0.00119902 0.0011298 0.00101989 0.00118524 0.00107233
internal_weight=0 516 1851 448 1757 387 1434 335 1378 185 150 323 1141 241 237 552 500 589 532 181 170 126 117
internal_count=2367 516 1851 448 1757 387 1434 335 1378 185 150 323 1141 241 237 552 500 589 532 181 170 126 117
is_linear=0
shrinkage=0.0032998


Tree=6825
num_leaves=14
num_cat=0
split_feature=4 16 15 133 1429 475 1453 0 147 0 0 15 4
split_gain=0.293336 0.246602 0.153182 0.120189 0.100054 0.162814 0.0936475 0.107177 0.111708 0.121667 0.124962 0.0944446 0.0700795
threshold=0.26900000000000007 -0.34140499999999996 -0.40992999999999996 -0.5099149999999999 0.084895000000000012 -0.083389999999999978 -0.068424999999999986 -0.14803999999999998 0.085610000000000006 -0.13972999999999997 -0.029554999999999994 0.0056700000000000006 0.41181500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 -5 11 9 -9 -11 -8 -4
right_child=1 -3 12 4 5 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.00091306327509046027 0.0086243093742014425 -0.0073863999827914143 0.0038032261280877859 0.00074400107717035409 0.016864128594051168 0.0053710355174582192 0.0072995492366293825 -0.0016947885411080729 0.013726084805472188 0.0067107949947768078 0.0019823039415024293 0.016703120989860518 -0.0047714914699199581
leaf_weight=62 95 79 52 84 68 73 73 57 54 1446 179 53 56
leaf_count=62 95 79 52 84 68 73 73 57 54 1446 179 53 56
internal_value=0 0.000583516 0.00369396 0.00636347 0.0065805 0.0109265 0.00626468 0.00651277 0.0061665 0.00592273 0.00619104 0.0112693 -0.000626289
internal_weight=0 282 203 2149 2087 141 1946 1862 1736 1682 1625 126 108
internal_count=2431 282 203 2149 2087 141 1946 1862 1736 1682 1625 126 108
is_linear=0
shrinkage=0.16829


Tree=6826
num_leaves=14
num_cat=0
split_feature=2 123 149 159 159 2 11 42 158 160 13 12 12
split_gain=0.337546 0.176696 0.217852 0.21647 0.197827 0.136012 0.132949 0.108826 0.09256 0.121401 0.125327 0.0827348 0.0895029
threshold=0.15398500000000001 0.085740000000000011 1.0000000180025095e-35 0.082200000000000009 0.088255000000000014 -0.0091949999999999983 0.086080000000000018 0.086700000000000013 0.10490000000000001 -0.080844999999999986 -0.071244999999999989 -0.036614999999999988 0.083825000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 11 -3 9 -6 -11 -7 -13
right_child=-2 7 -4 4 8 6 -8 -9 -10 10 -12 12 -14
leaf_value=-0.0022517116378185167 -0.0060737085690312524 0.003286676223669089 0.015725542788863855 0.018449790440780274 -0.0014806600709185583 0.010618458876212718 -0.0020383316405539905 -0.0068788577886293939 0.012079423239368623 0.0032077736261923034 0.013966880542716251 0.0022230295972987977 0.0054400922848808052
leaf_weight=81 79 68 57 55 54 74 77 53 80 69 56 303 1325
leaf_count=81 79 68 57 55 54 74 77 53 80 69 56 303 1325
internal_value=0 0.0051 0.00543984 0.00516934 0.00926182 0.00447749 0.00478489 -0.00115115 0.00730377 0.00515936 0.00804223 0.00509463 0.00484244
internal_weight=0 2352 2231 2174 314 1860 1779 121 259 179 125 1702 1628
internal_count=2431 2352 2231 2174 314 1860 1779 121 259 179 125 1702 1628
is_linear=0
shrinkage=0.16829


Tree=6827
num_leaves=22
num_cat=0
split_feature=1 52 123 47 124 42 4 4 160 1 1 151 13 52 160 42 160 4 1 4 16
split_gain=12.5059 1.51225 1.41332 0.659614 0.476065 0.44782 0.44376 0.317254 0.365656 0.30096 0.274107 0.366998 0.187381 0.202886 0.186756 0.182048 0.148241 0.128999 0.121665 0.171753 0.105222
threshold=0.10574000000000001 -0.24526499999999998 1.0000000180025095e-35 0.078345000000000012 -0.078224999999999989 0.12199500000000001 0.07252500000000002 0.043850000000000007 -1.0000000180025095e-35 0.13662500000000002 0.085720000000000005 -1.0000000180025095e-35 -0.13992499999999999 0.11232500000000002 0.08443500000000001 0.082755000000000009 -0.066494999999999985 -0.15805499999999997 0.096575000000000008 -0.08397499999999998 -0.086874999999999994
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=2 -2 5 4 -3 7 -5 10 -9 15 12 -12 -1 17 -10 20 -15 -14 19 -13 -6
right_child=1 3 -4 6 9 -7 -8 8 14 -11 11 18 13 16 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0015481559467514245 0.0011602191280415668 0.00032207647864789158 0.00084411134688709265 0.0010474888329400538 0.00072536746507928149 0.0010056010323235087 0.00063122853382218238 0.0014020138998577698 0.001025952049907553 0.00046322031858603676 0.0010276026955614134 0.0010956355789215491 0.0012066236590192669 0.0013133882768589554 0.0012638551581284564 0.0008592849206735066 0.0011065484950252952 0.0013728218379717295 0.0014112113496972487 0.0013041532052957602 0.00051530936497049364
leaf_weight=53 67 76 78 58 56 56 55 66 108 87 68 57 58 105 57 56 64 858 81 215 52
leaf_count=53 67 76 78 58 56 56 55 66 108 87 68 57 58 105 57 56 64 858 81 215 52
internal_value=0 0.000697767 0.00128049 0.000627268 0.000551852 0.00129891 0.000845196 0.00130806 0.00119241 0.000621285 0.00132518 0.0012521 0.00135218 0.00134258 0.00110835 0.000704921 0.00123527 0.00136234 0.00129525 0.00126059 0.000624555
internal_weight=0 507 1924 440 327 1846 113 1790 231 251 1559 421 1138 1085 165 164 169 916 353 272 108
internal_count=2431 507 1924 440 327 1846 113 1790 231 251 1559 421 1138 1085 165 164 169 916 353 272 108
is_linear=0
shrinkage=0.0032998


Tree=6828
num_leaves=13
num_cat=0
split_feature=1 42 4 16 0 41 4 16 4 160 471 1
split_gain=0.268694 0.16638 0.127687 0.197417 0.156901 0.148152 0.129878 0.180958 0.089487 0.0873539 0.081433 0.0134441
threshold=0.14967500000000003 0.11902500000000001 -0.21586499999999997 0.25032500000000008 0.0037850000000000002 0.075585000000000013 0.26900000000000007 -0.43370499999999995 -0.060264999999999992 -0.52850499999999989 0.087565000000000018 0.11634000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 11 -3 -4 -11 -8
right_child=-2 8 4 -5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=0.01531346347996256 -0.0068981439748758578 0.0035125183696538696 -0.00070633933398307866 0.0044412872068651339 -0.0030420401145704388 0.011574762104783396 0.0064606311699925405 -0.0072408133131443234 -0.0062119859108808566 0.0053863081703260166 0.011998939320268322 0.0026072682933909923
leaf_weight=90 54 53 64 101 66 101 52 57 54 1629 55 55
leaf_count=90 54 53 64 101 66 101 52 57 54 1629 55 55
internal_value=0 0.00509332 0.00539917 0.00957371 0.00501478 0.00527983 0.00494637 0.000406257 -0.00137838 0.0053713 0.00560335 0.00449672
internal_weight=0 2377 2270 191 2079 2013 1912 164 107 1748 1684 107
internal_count=2431 2377 2270 191 2079 2013 1912 164 107 1748 1684 107
is_linear=0
shrinkage=0.16829


Tree=6829
num_leaves=12
num_cat=0
split_feature=2 41 41 15 16 0 0 1 15 0 1
split_gain=0.206047 0.130844 0.499332 0.112497 0.36092 0.0681477 0.0917937 0.162031 0.0717938 0.187558 0.11702
threshold=0.15398500000000001 0.088180000000000008 0.07831500000000001 -0.41971499999999995 -0.43370499999999995 0.13134000000000004 0.040035000000000008 0.10296000000000001 -0.025694999999999999 -0.10023499999999998 0.11367000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 10 -10 -5
right_child=-2 -3 -4 5 -6 -7 7 -9 9 -11 -12
leaf_value=0.0086440932209743727 -0.0044283840425443626 -0.0033131877226619299 0.020658607935003351 0.0065436574505682334 -0.010461983660387971 0.010378419556850179 -0.0071869880849912077 0.0057369720165350588 -0.0028705658402416083 0.0043509046075635429 0.0010695995126412514
leaf_weight=55 79 62 53 709 57 53 53 57 113 1008 132
leaf_count=55 79 62 53 709 57 53 53 57 113 1008 132
internal_value=0 0.0042986 0.00450547 0.00412196 -0.00106349 0.00439611 0.00424222 -0.000473694 0.00450753 0.00362136 0.00568661
internal_weight=0 2352 2290 2237 112 2125 2072 110 1962 1121 841
internal_count=2431 2352 2290 2237 112 2125 2072 110 1962 1121 841
is_linear=0
shrinkage=0.16829


Tree=6830
num_leaves=20
num_cat=0
split_feature=1 147 2 1 4 43 133 48 1 16 4 48 1 52 16 2 13 160 4
split_gain=10.1404 1.69538 1.24864 1.14069 0.759809 0.440869 0.440618 0.359264 0.418788 0.32897 0.528112 0.406086 0.308198 0.281409 0.319309 0.203024 0.188137 0.156122 0.120293
threshold=0.111945 0.089365000000000014 0.099675000000000014 0.14262000000000002 -0.011154999999999998 -0.011764999999999998 0.078935000000000019 0.088035000000000016 0.13148500000000005 -0.15796999999999997 0.04105000000000001 0.093265000000000015 0.090785000000000018 0.096795000000000006 0.0039400000000000008 0.11517500000000001 -0.032264999999999995 -0.52641999999999989 -0.050564999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -2 6 -4 8 15 -1 11 12 17 14 -7 -6 -8 -11 -14
right_child=3 -3 5 -5 7 13 16 -9 -10 10 -12 -13 18 -15 -16 -17 -18 -19 -20
leaf_value=0.0012873054496370933 0.00086699001010947813 0.00051122730119657468 0.00060923573487294902 8.7816728314402251e-05 0.00079763399424401889 0.00073622071033238752 0.0010185897928528715 0.00023802652988225159 0.00030650844408722678 0.0013219205631531264 0.00081716368725354561 0.00088740526312205449 0.00092568117900688335 0.0012187115485944278 0.001048600491540264 0.00050575712759448827 0.00076265133817477718 0.0011319635913646497 0.0010901708687098615
leaf_weight=97 60 65 87 79 54 57 78 64 59 52 76 91 113 52 100 52 55 965 93
leaf_count=97 60 65 87 79 54 57 78 64 59 52 76 91 113 52 100 52 55 965 93
internal_value=0 0.00103639 0.00105419 0.000439735 0.000535812 0.000896907 0.000793045 0.000448886 0.000530461 0.00109954 0.00108641 0.00110195 0.00111789 0.00100607 0.000935413 0.000654781 0.000913015 0.00114171 0.00100011
internal_weight=0 1981 1916 368 289 429 220 229 165 1487 1390 1314 1223 209 157 106 133 1017 206
internal_count=2349 1981 1916 368 289 429 220 229 165 1487 1390 1314 1223 209 157 106 133 1017 206
is_linear=0
shrinkage=0.0032998


Tree=6831
num_leaves=26
num_cat=0
split_feature=1 3 39 1 1 2 15 3 43 3 3 3 52 2 4 52 43 42 42 42 4 0 1213 15 3
split_gain=18.8036 5.03201 2.23584 1.50474 1.32338 0.976436 0.637809 0.710439 0.635489 0.565168 0.517793 0.457823 1.00108 0.446863 0.296612 0.366167 0.210489 0.204913 0.275122 0.193389 0.184234 0.100113 0.0875869 0.068919 0.0616703
threshold=0.10335000000000001 -0.041784999999999996 0.081875000000000017 0.12180500000000001 0.14262000000000002 0.12131500000000002 0.03981500000000001 -0.11255999999999998 -0.024279999999999996 0.11745500000000002 0.091170000000000015 -0.095764999999999989 -0.101225 0.10731 0.020345000000000005 0.0029250000000000005 -0.081474999999999992 0.08870500000000002 -0.026469999999999997 0.08400500000000001 0.029980000000000003 -0.086984999999999993 0.027540000000000002 0.092135000000000009 -0.090374999999999983
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=2 3 5 13 8 6 10 -8 16 -10 11 12 -1 -2 19 -16 -3 18 24 -13 -11 -20 23 -19 -9
right_child=1 4 -4 -5 -6 -7 7 17 9 20 -12 14 -14 -15 15 -17 -18 22 21 -21 -22 -23 -24 -25 -26
leaf_value=0.0018077098028418215 0.0016499280180282045 0.00072682392560569835 0.0011302300276257713 0.00086884916955214857 0.00025872292068985185 0.0012295211972924961 0.0020794491975447875 0.0017306967389446632 0.0011946173964427738 0.00091797957906715184 0.0013361716418151906 0.0017909169751409073 0.0012680061585407878 0.0012638121534684478 0.0013807987959759973 0.0017241415538142596 0.00043811244843631737 0.0014981414593382278 0.0019369061636703069 0.0016514959173641391 0.00064270116836492169 0.0017795738212952575 0.0017540310112626693 0.0016373940470445195 0.0016160342979148433
leaf_weight=60 93 57 96 55 67 59 60 105 52 52 75 191 102 52 79 62 55 65 70 286 57 166 52 141 140
leaf_count=60 93 57 96 55 67 59 60 105 52 52 75 191 102 52 79 62 55 65 70 286 57 166 52 141 140
internal_value=0 0.00091959 0.00162144 0.00133509 0.000675073 0.00164895 0.00166389 0.00173146 0.000777125 0.000910307 0.0016007 0.00162609 0.00146811 0.0015117 0.00166744 0.00153202 0.000585361 0.00170316 0.00174442 0.0017074 0.00077435 0.00182639 0.00162609 0.00159363 0.00166532
internal_weight=0 540 1809 200 340 1713 1654 799 273 161 855 780 162 145 618 141 112 739 481 477 109 236 258 206 245
internal_count=2349 540 1809 200 340 1713 1654 799 273 161 855 780 162 145 618 141 112 739 481 477 109 236 258 206 245
is_linear=0
shrinkage=0.0032998


Tree=6832
num_leaves=14
num_cat=0
split_feature=40 3 14 4 147 43 40 40 12 4 12 133 51
split_gain=0.341636 0.283572 0.314727 0.233207 0.168982 0.0839851 0.0772715 0.143129 0.0864049 0.245715 0.127355 0.0595615 0.130753
threshold=0.0064400000000000004 0.30112000000000005 -0.10708499999999999 0.024315000000000003 0.088520000000000015 0.053790000000000011 -0.08440499999999998 -0.0057599999999999986 0.081095000000000014 -0.14538499999999996 0.084055000000000005 0.10137500000000001 -0.39981499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 11 -4 -8 9 -9 -10 12 -5
right_child=-2 -3 3 4 -6 -7 7 8 10 -11 -12 -13 -14
leaf_value=0.015732132694652158 -0.0091601634440307174 -0.0044695218394068571 -0.00055034351306835507 0.010056966862791061 -0.0076310861580826776 0.0079168865244510344 0.013727259805809184 0.008442747832239271 0.011029187827297999 -0.0046214714012695005 0.0053796298370786507 -0.0033650284640881732 0.00072376982118372245
leaf_weight=75 52 93 56 52 53 67 62 80 125 83 1254 61 236
leaf_count=75 52 93 56 52 53 67 62 80 125 83 1254 61 236
internal_value=0 0.00462305 0.00500753 0.00462888 0.00131021 0.00245369 0.00556543 0.00578007 0.00545936 0.00177939 0.00589304 0.00139973 0.00241517
internal_weight=0 2297 2204 2129 469 416 1660 1604 1542 163 1379 349 288
internal_count=2349 2297 2204 2129 469 416 1660 1604 1542 163 1379 349 288
is_linear=0
shrinkage=0.16829


Tree=6833
num_leaves=15
num_cat=0
split_feature=1 10 15 48 1 1446 1 1 4 51 0 15 3 48
split_gain=0.314948 0.1962 0.155167 0.167687 0.123941 0.122199 0.113336 0.179738 0.0921586 0.132831 0.109431 0.0724022 0.0763679 0.0680864
threshold=0.11663000000000003 -0.0069899999999999988 -0.19301999999999997 0.093265000000000015 0.078015000000000015 0.096495000000000011 0.10871500000000002 0.104035 0.036620000000000007 -0.14619499999999999 -0.11208499999999998 -0.41606999999999994 0.13772500000000001 0.084095000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 5 -5 6 7 8 9 -4 -10 -3 -13 -1
right_child=1 11 3 4 -6 -7 -8 -9 10 -11 -12 12 -14 -15
leaf_value=0.0062473063298560333 -0.010756116556020738 0.0043111540431288063 0.01222255602184907 0.0030223769205352403 -0.0059836319973798633 0.011951786226962927 0.01080571708739125 -0.0039505187364830135 0.0072670259740309539 0.0044623566362921134 -0.0010626169478470595 0.0010318652757122717 -0.0069786323700586281 0.014902965303772877
leaf_weight=52 54 88 66 97 78 60 71 78 61 1278 166 95 52 53
leaf_count=52 54 88 66 97 78 60 71 78 61 1278 166 95 52 53
internal_value=0 -0.00160731 0.00432087 0.00398091 -0.000981464 0.0044698 0.00420775 0.00392258 0.00431462 0.00484477 0.00116783 0.000487319 -0.00178956 0.0106335
internal_weight=0 289 2060 1955 175 1780 1720 1649 1571 1344 227 235 147 105
internal_count=2349 289 2060 1955 175 1780 1720 1649 1571 1344 227 235 147 105
is_linear=0
shrinkage=0.16829


Tree=6834
num_leaves=17
num_cat=0
split_feature=0 12 48 4 13 12 4 1374 150 150 16 13 0 43 43 16
split_gain=0.18642 0.346485 0.349446 0.221454 0.156247 0.137377 0.206763 0.122031 0.131851 0.20301 0.186765 0.235593 0.139275 0.137153 0.107671 0.0705138
threshold=-0.069074999999999984 -0.083994999999999986 0.093265000000000015 -0.38908499999999996 0.14247500000000005 0.092395000000000019 0.26900000000000007 0.085820000000000021 0.08926000000000002 0.07536000000000001 -0.50476999999999983 -0.097199999999999995 -0.096374999999999975 -0.040789999999999993 -0.042209999999999991 0.41593000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 15 7 6 -5 8 9 10 -1 -12 -10 -13 -7 -3
right_child=1 2 -4 5 -6 14 -8 -9 12 -11 11 13 -14 -15 -16 -17
leaf_value=-0.0045279462122417811 -0.01254332362879158 0.012097906446156667 -0.011366651425415715 -0.01125258431536149 0.010817506720851749 0.007498209846420109 0.0034656536929854619 0.010860784577986612 -0.0055270571130810265 0.012887502576733578 0.011476670551398097 0.0012570293806674401 0.0044009849684196354 0.0047944440897007348 -0.00052213992590894546 0.0043478914266831857
leaf_weight=82 54 79 52 56 86 92 52 61 95 65 103 600 69 647 97 59
leaf_count=82 54 79 52 56 86 92 52 61 95 65 103 600 69 647 97 59
internal_value=0 0.000242727 0.00166417 0.00322601 0.00380714 0.00063118 -0.00414939 0.00345599 0.00318297 0.00367957 0.00326035 0.00373475 -0.00133906 0.00309384 0.00337244 0.00879751
internal_weight=0 541 487 435 1808 297 108 1722 1661 1497 1432 1350 164 1247 189 138
internal_count=2349 541 487 435 1808 297 108 1722 1661 1497 1432 1350 164 1247 189 138
is_linear=0
shrinkage=0.16829


Tree=6835
num_leaves=16
num_cat=0
split_feature=4 124 2 2 2 43 42 0 48 51 52 43 0 51 4
split_gain=14.3813 3.17507 2.21441 0.75205 0.570701 0.379028 0.326523 0.385979 0.318893 0.316698 0.285697 0.230722 0.347384 0.290683 0.0670992
threshold=0.30163500000000004 -0.043384999999999993 0.14307 0.14062000000000005 0.11197500000000002 -0.0068249999999999986 0.088865000000000013 -0.074754999999999988 0.081275000000000014 -0.26621499999999992 -0.56226999999999994 -0.00017499999999999997 -0.061994999999999995 -0.092389999999999986 0.45363500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 5 9 -2 7 -6 -1 -3 -11 12 -12 -13 -7
right_child=3 2 -4 -5 6 14 -8 -9 -10 10 11 13 -14 -15 -16
leaf_value=0.0010234369459643047 0.00038331469225174393 0.0011172381595975574 0.00067717918909991767 0.00016739306548393208 0.00085683000845700305 0.0006075819376677729 0.0013811249566953497 0.0012487082172058311 0.00069975425027008734 0.0016268528838342404 0.0014165210492925659 0.0015503228617404533 0.001156925902369225 0.0012884998198351217 0.00077454317689138364
leaf_weight=55 70 52 54 68 52 54 55 60 87 52 1032 53 61 460 58
leaf_count=55 70 52 54 68 52 54 55 60 87 52 1032 53 61 460 58
internal_value=0 0.00130225 0.00133729 0.000464214 0.00135627 0.00057492 0.00117072 0.00106708 0.000825372 0.00137437 0.00138241 0.00137447 0.00140207 0.00131562 0.000694359
internal_weight=0 2073 1931 250 1877 182 167 112 142 1710 1658 1606 1093 513 112
internal_count=2323 2073 1931 250 1877 182 167 112 142 1710 1658 1606 1093 513 112
is_linear=0
shrinkage=0.0032998


Tree=6836
num_leaves=23
num_cat=0
split_feature=1 3 123 4 2 2 3 4 456 3 3 402 42 133 3 3 456 3 1 2 1 133
split_gain=14.9163 2.51189 1.35969 1.26577 0.912355 0.649666 0.631424 0.421647 0.376173 0.526204 0.368721 0.311246 0.30741 0.327815 0.398024 0.357542 0.196447 0.18501 0.175115 0.356344 0.142387 0.0635857
threshold=0.10282000000000001 -0.055839999999999994 1.0000000180025095e-35 0.30163500000000004 0.14271500000000001 0.11585500000000001 0.045635000000000002 -0.074219999999999994 0.077935000000000018 0.086245000000000016 -0.010299999999999998 0.092300000000000007 0.091545000000000015 -0.024689999999999997 -0.15197999999999998 -0.088534999999999989 0.089235000000000023 0.13772500000000001 0.092900000000000024 0.087610000000000007 0.11551000000000002 0.27568500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 20 6 7 10 11 9 18 -3 12 13 15 -15 -1 -10 -8 19 -9 -2 -14
right_child=1 4 -4 -5 -6 -7 17 8 16 -11 -12 -13 21 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0014754516010753605 0.0017184971275786955 0.0010255491566953071 0.0012590812176463332 0.0010340772563381102 0.00065461788159248166 0.0014804224865026861 0.0013181038231226858 0.0018433287005689932 0.0020313222149866191 0.0013732751728170228 0.00067003508998195475 0.0020086055318626174 0.0015490567863184446 0.0021586311081303131 0.0018421282506637339 0.0018389288632385137 0.0017467651544596226 0.0010758008896090392 0.001563008870433162 0.0016803996513254848 0.0014835924047262375 0.0017207137085816391
leaf_weight=52 70 78 64 61 87 93 71 225 61 53 55 94 52 52 313 73 52 72 77 457 53 58
leaf_count=52 70 78 64 61 87 93 71 225 61 53 55 94 52 52 313 73 52 72 77 457 53 58
internal_value=0 0.00110985 0.00173327 0.00142432 0.000950359 0.00175097 0.00104345 0.00176649 0.00171972 0.0016945 0.000878797 0.00182878 0.00180055 0.00183654 0.00188732 0.001688 0.00190069 0.00119635 0.00171688 0.0017342 0.00161756 0.00163989
internal_weight=0 547 1776 184 363 1712 276 1619 925 812 133 694 600 490 365 125 113 143 759 682 123 110
internal_count=2323 547 1776 184 363 1712 276 1619 925 812 133 694 600 490 365 125 113 143 759 682 123 110
is_linear=0
shrinkage=0.0032998


Tree=6837
num_leaves=20
num_cat=0
split_feature=4 2 15 4 43 52 43 52 484 4 4 157 1447 474 43 4 4 157 43
split_gain=0.182794 0.162146 0.120114 0.0999759 0.120657 0.183562 0.230878 0.33371 0.166865 0.138577 0.153087 0.107621 0.0950232 0.0960219 0.0887682 0.0869363 0.0696522 0.100432 0.0468789
threshold=0.30163500000000004 -0.020134999999999997 -0.41880499999999993 0.076415000000000025 -0.00059999999999999995 0.0033500000000000005 0.087840000000000015 0.093245000000000008 0.0038100000000000005 -0.15618499999999999 0.0051600000000000005 -0.09416999999999999 -0.085804999999999979 0.088290000000000021 -0.010739999999999998 0.056640000000000003 -0.00013999999999999996 -0.0041249999999999993 0.066795000000000007
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 -3 4 9 8 7 -7 16 -1 11 -11 -13 -14 -5 -12 17 -6 -19
right_child=1 2 -4 14 5 6 -8 -9 -10 10 15 12 13 -15 -16 -17 -18 18 -20
leaf_value=-0.00062805401169018166 0.0089349085227450539 0.0028603254814508951 -0.0055843770091012438 0.0059491945423259338 0.0097589231338473872 -0.014154568223491154 0.0070247047835574044 0.0020891293371671825 0.014835904204585212 0.00029848410018442245 -0.0018828910272657203 0.001420356637759609 0.0080626154397151831 0.014162620338927697 0.013317467539070423 0.0060509932713179154 0.0090063013080959424 -5.2992461829458929e-05 0.0058247963285758403
leaf_weight=70 59 100 91 91 53 56 88 99 53 52 77 56 845 81 97 79 79 145 52
leaf_count=70 59 100 91 91 53 56 88 99 53 52 77 56 845 81 97 79 79 145 52
internal_value=0 0.00122006 -0.00115366 0.00604647 0.00567511 0.00375674 0.000133095 -0.00376797 0.00605713 0.00662525 0.00705343 0.00779549 0.00819065 0.00859814 0.00976047 0.00212339 0.00463746 0.00324971 0.00148939
internal_weight=0 250 191 2073 1885 625 243 155 382 1260 1190 1034 982 926 188 156 329 250 197
internal_count=2323 250 191 2073 1885 625 243 155 382 1260 1190 1034 982 926 188 156 329 250 197
is_linear=0
shrinkage=0.16829


Tree=6838
num_leaves=22
num_cat=0
split_feature=4 3 1 150 2 2 15 1 41 15 1 4 15 2 403 1213 481 1212 2 3 3
split_gain=7.28971 2.29522 1.4971 0.371619 0.361564 0.472009 0.292316 0.367438 0.266468 0.246172 0.199446 0.196291 0.225595 0.167147 0.163433 0.152184 0.145203 0.128909 0.126347 0.0612476 0.0349314
threshold=0.30163500000000004 -0.064294999999999977 0.104035 0.084680000000000019 0.074875000000000011 0.088005000000000014 -0.42759999999999992 0.12205500000000001 0.075585000000000013 -0.50083499999999992 0.088735000000000022 0.036620000000000007 -0.05332499999999999 0.10859000000000001 -0.44352499999999995 0.088165000000000007 -0.0087899999999999975 0.080440000000000011 0.097880000000000009 -0.080504999999999979 -0.083039999999999989
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 8 4 13 -3 -6 9 -8 11 -2 18 14 19 -4 -1 16 20 -18 -7 -13 -16
right_child=6 2 3 -5 5 10 7 -9 -10 -11 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22
leaf_value=0.0011817470966791618 0.00034131271591720776 0.00067549799521332272 0.00078582532969907054 0.0003565369650256479 0.0012323075254485132 0.0010813066842973297 0.0004545979433838045 9.4309391051145168e-05 0.0012353827143382885 0.00063524952184956394 0.00074850541225569432 0.0010917037467996667 0.00074833208124078904 0.00052826226098932297 0.001198696032508995 0.0011859622155986045 0.0010286737233849181 0.00091115690512568858 0.00088524544942823334 0.00094501471033598414 0.0010781006045870621
leaf_weight=97 60 56 60 69 59 63 60 64 77 66 69 57 53 53 60 74 858 122 93 86 67
leaf_count=97 60 56 60 69 59 63 60 64 77 66 69 57 53 53 60 74 858 122 93 86 67
internal_value=0 0.000980015 0.000790472 0.000548456 0.000919918 0.000967989 0.00038329 0.000268927 0.00104378 0.000495559 0.000898522 0.00103375 0.000934849 0.000665333 0.00104889 0.00103795 0.00102802 0.00101408 0.00096465 0.00100373 0.00113535
internal_weight=0 2073 522 182 340 284 250 124 1551 126 225 1474 196 113 1278 1181 1107 980 156 143 127
internal_count=2323 2073 522 182 340 284 250 124 1551 126 225 1474 196 113 1278 1181 1107 980 156 143 127
is_linear=0
shrinkage=0.0032998


Tree=6839
num_leaves=19
num_cat=0
split_feature=9 0 1 150 151 16 52 41 403 403 42 49 52 0 1 52 15 52
split_gain=0.295687 0.164357 0.206133 0.252856 0.149785 0.120513 0.203158 0.153811 0.120372 0.175863 0.131281 0.11571 0.0817253 0.0749607 0.107528 0.0733783 0.0712541 0.0444974
threshold=-1.0000000180025095e-35 -0.13314999999999996 0.083555000000000018 0.098740000000000008 0.084350000000000008 0.16141000000000003 -0.071919999999999984 0.075585000000000013 -0.40860499999999994 -0.085464999999999985 0.11424500000000001 -0.0092949999999999994 -0.0065299999999999993 -0.069824999999999984 0.084755000000000011 0.085965000000000014 0.087575000000000014 -0.55582999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 11 5 7 13 8 16 15 -11 -4 -13 -7 -15 -10 -3 -16
right_child=1 4 3 -5 -6 6 -8 -9 9 10 -12 12 -14 14 17 -17 -18 -19
leaf_value=-0.0051842211715907704 0.0096355782238192259 0.0061528318764222118 -0.0084860912853027565 0.0099487388464022004 0.015156491653793604 0.00096064304969911132 -0.0057761573039805001 0.01439879852627291 -0.0027117870210806487 0.0069240028563053993 -0.00057425216436141372 0.0052623899873467592 -0.0031889297410294388 0.012956782197662022 0.0080499187377327929 0.0045390709360587202 0.01392328120092246 0.0016726140368766315
leaf_weight=74 81 56 68 56 52 89 60 69 89 1074 70 52 86 58 52 71 87 79
leaf_count=74 81 56 68 56 52 89 60 69 89 1074 70 52 86 58 52 71 87 79
internal_value=0 0.00561509 0.00221561 -7.14958e-05 0.00622591 0.00597446 0.00309097 0.00661616 0.00624381 0.0057326 0.00646362 -0.00280416 0 0.0050112 0.00690909 0.000494553 0.0108929 0.00421778
internal_weight=0 2249 343 262 1906 1854 338 1516 1447 1304 1144 206 138 278 189 160 143 131
internal_count=2323 2249 343 262 1906 1854 338 1516 1447 1304 1144 206 138 278 189 160 143 131
is_linear=0
shrinkage=0.16829


Tree=6840
num_leaves=16
num_cat=0
split_feature=9 52 16 160 13 1453 475 1455 51 160 51 51 16 16 0
split_gain=0.263742 0.14862 0.148241 0.185356 0.16209 0.152974 0.142485 0.126855 0.147044 0.115874 0.108569 0.107535 0.0665138 0.0518695 0.0338357
threshold=-1.0000000180025095e-35 -0.53937999999999986 0.0086100000000000013 -0.079109999999999986 -0.16392499999999996 -0.077764999999999987 -0.074304999999999982 0.085885000000000017 -0.092119999999999994 0.10736500000000002 -1.0000000180025095e-35 -0.41109999999999997 0.55302000000000018 0.21684500000000004 -0.13892999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 4 -4 14 -6 -5 8 -7 -10 11 -8 -2 -12 -3
right_child=1 2 3 6 5 7 10 -9 9 -11 13 -13 -14 -15 -16
leaf_value=-0.0067666686427323205 0.013254577274794968 -0.0048555528996996038 -0.0057918123213148908 0.010594457739708124 0.013237547068838319 0.013029157046629609 0.0030656592426139299 -0.0032897123362230153 0.0049241903424437194 -0.001939595176895123 0.0073316043274374368 -0.00625804280675044 0.0055483202641997556 0.00084536364148468548 0.0011655578516091391
leaf_weight=64 70 53 89 56 61 61 64 55 1371 73 82 77 60 62 52
leaf_count=64 70 53 89 56 61 61 64 55 1371 73 82 77 60 62 52
internal_value=0 0.00417661 0.00384203 0.00104082 0.00453886 0.00495423 0.00282938 0.00462918 0.00491977 0.00457595 0.00129731 -0.00201327 0.00971166 0.00455139 -0.00185656
internal_weight=0 2286 2156 430 1726 1621 341 1560 1505 1444 285 141 130 144 105
internal_count=2350 2286 2156 430 1726 1621 341 1560 1505 1444 285 141 130 144 105
is_linear=0
shrinkage=0.16829


Tree=6841
num_leaves=22
num_cat=0
split_feature=3 2 1425 0 11 156 15 4 4 15 3 3 2 1209 16 132 16 2 15 16 4
split_gain=0.220498 0.163442 0.1178 0.11247 0.182752 0.176403 0.111681 0.192507 0.252904 0.187339 0.126 0.134153 0.10276 0.157897 0.141194 0.151534 0.104153 0.0730274 0.0846816 0.0667248 0.0444587
threshold=0.11745500000000002 0.14106500000000002 1.0000000180025095e-35 -0.079249999999999987 0.079915000000000014 0.090705000000000022 0.094215000000000007 -0.17689999999999997 -0.053824999999999991 0.088155000000000011 -0.016164999999999995 -0.091649999999999995 0.087855000000000003 0.082105000000000011 -0.42618999999999996 1.0000000180025095e-35 -0.0007049999999999999 0.10097500000000002 0.101705 0.23451000000000002 0.024315000000000003
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=2 20 3 4 5 12 7 19 9 -9 11 -10 13 16 -14 -16 -1 18 -8 -5 -2
right_child=1 -3 -4 6 -6 -7 17 8 10 -11 -12 -13 14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0042500286111413288 0.0048067680794233545 -0.0094458577318811219 0.011485371910336339 0.010776108834957422 0.013786075135517294 -0.005104470624289547 0.0073500364550585168 -0.014826806298471724 -0.0032670500636763139 -0.0020016167222706685 -0.0051012222456374521 0.0054532806909832459 0.0088075470356262266 0.014189433291836851 0 0.0092785738694092703 0.01097212739316809 0.010004234863833651 -0.00198202353638023 0.0030825523366618071 -0.0015159812627024197
leaf_weight=584 54 61 54 58 57 57 58 52 66 86 62 203 86 58 355 58 74 67 52 73 75
leaf_count=584 54 61 54 58 57 57 58 52 66 86 62 203 86 58 355 58 74 67 52 73 75
internal_value=0 -0.0022649 0.0037094 0.00350916 0.00445053 0.00403078 0.00189671 0.000797382 -0.000792348 -0.00684732 0.00172665 0.00330704 0.00446082 0.00575494 0.00260034 0.00130345 0.00500874 0.00561311 0.00292218 0.00650257 0.00111682
internal_weight=0 190 2160 2106 1329 1272 777 600 469 138 331 269 1215 716 499 413 658 177 110 131 129
internal_count=2350 190 2160 2106 1329 1272 777 600 469 138 331 269 1215 716 499 413 658 177 110 131 129
is_linear=0
shrinkage=0.16829


Tree=6842
num_leaves=19
num_cat=0
split_feature=3 13 43 52 2 42 133 52 41 4 49 3 43 3 12 3 15 3
split_gain=0.152629 0.191581 0.0876135 0.160796 0.138188 0.175544 0.158172 0.115367 0.105403 0.0812772 0.09491 0.0977267 0.191167 0.108802 0.0870512 0.0634119 0.0416583 0.0333479
threshold=0.11745500000000002 -0.11122999999999998 0.0061450000000000003 0.10347000000000002 0.08673500000000002 -0.047714999999999987 -0.11008499999999999 0.50146500000000016 0.079395000000000007 -0.16772499999999999 0.10470500000000001 -0.10032499999999998 -0.13868499999999997 -0.010599999999999998 0.09159500000000001 -0.076254999999999989 -0.080074999999999993 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 7 4 6 -6 -4 8 9 14 11 12 -11 -13 17 -12 -2 -1
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 15 13 -14 -15 -16 -17 -18 -19
leaf_value=0.013037356912838128 0.0047942623890398772 -0.00912923093370205 0.00068500965467077797 -0.0060938886176519578 0.0069013094907412762 -0.0048644325851644491 0.013427241294971486 0.0092099820880382488 -0.0038678883721997735 0.0056724053139306672 0.0017915759609812706 0.0046370134008215684 -0.007232286487458211 0.00019003107735389066 0.0018055394837566607 -0.0056268129554770206 -0.0014269604234303775 0.0068969934201160762
leaf_weight=52 69 67 55 78 56 100 56 97 57 64 82 1049 66 184 58 54 54 52
leaf_count=52 69 67 55 78 56 100 56 97 57 64 82 1049 66 184 58 54 54 52
internal_value=0 -0.00188374 0.00308586 0.000621182 0.00258962 -0.000629316 0.00712971 0.00355336 0.00323294 0.00347769 0.00308856 0.00351188 -0.000865388 0.00397485 0.00706729 -0.00114075 0.00204839 0.00998445
internal_weight=0 190 2160 345 267 156 111 1815 1718 1661 1499 1363 130 1233 162 136 123 104
internal_count=2350 190 2160 345 267 156 111 1815 1718 1661 1499 1363 130 1233 162 136 123 104
is_linear=0
shrinkage=0.16829


Tree=6843
num_leaves=27
num_cat=0
split_feature=12 2 2 2 15 12 2 2 2 0 133 3 12 0 0 16 43 1210 15 16 15 16 133 1446 15 2
split_gain=5.06324 1.54096 1.20039 1.43758 0.857882 0.469965 0.395564 0.373169 0.331969 0.293164 0.246639 0.187608 0.154918 0.148258 0.123367 0.132931 0.144693 0.102433 0.119258 0.134079 0.137311 0.102724 0.109464 0.0842817 0.0878174 0.0766138
threshold=0.077755000000000005 0.13290500000000002 0.11123500000000001 0.074875000000000011 -1.0000000180025095e-35 0.091475000000000015 0.10272000000000002 0.14106500000000002 0.090000000000000011 -0.069389999999999993 0.08622500000000001 -0.10468499999999999 -0.06202499999999999 -0.036119999999999992 -0.084044999999999995 -0.015159999999999998 -0.011584999999999998 -0.062539999999999984 -0.039984999999999993 -0.092364999999999989 -0.077134999999999995 -0.073494999999999991 0.13370500000000005 0.083715000000000026 0.086070000000000021 0.092855000000000007
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 5 3 9 6 8 -5 12 11 -1 -10 -2 -4 17 23 16 -16 -7 19 -19 -21 22 -20 24 -13 -23
right_child=1 -3 7 4 -6 13 -8 -9 10 -11 -12 14 -14 -15 15 -17 -18 18 21 20 -22 25 -24 -25 -26 -27
leaf_value=0.00057801209132303207 0.0012104856840922747 0.00036070354122405129 0.00064048748694537077 0.00082107427109966049 0.001101050325523554 0.00074871981342252249 0.00046812362022503976 0.00022504786441799858 0.00073794633395724127 0.00027778342613104612 0.00097911693795621805 0.0010396783266837476 0.00041615844225880138 0.00074837032849994149 0.0010746043495022035 0.00080852820638100125 0.00089403752771099933 0.00073229871991960791 0.0011028598944241986 0.00099457170346846542 0.00081758447714833701 0.00096848138367742467 0.00090942282170474755 0.0011527508850958674 0.00089304912202115623 0.00081964012001271435
leaf_weight=71 53 52 52 96 90 52 55 91 92 72 97 327 100 92 104 62 98 74 79 93 107 81 59 64 56 81
leaf_count=71 53 52 52 96 90 52 55 91 92 72 97 327 100 92 104 62 98 74 79 93 107 81 59 64 56 81
internal_value=0 0.000921211 0.000574722 0.0006897 0.000845373 0.000938633 0.000692749 0.000392885 0.000986955 0.000427094 0.000861908 0.00101784 0.000493134 0.000874446 0.00100343 0.000945355 0.000987177 0.000892918 0.00090592 0.000854881 0.00090006 0.000952418 0.00102041 0.00103766 0.00101833 0.000894278
internal_weight=0 1723 627 384 241 1671 151 243 953 143 189 764 152 718 711 264 202 626 574 274 200 300 138 447 383 162
internal_count=2350 1723 627 384 241 1671 151 243 953 143 189 764 152 718 711 264 202 626 574 274 200 300 138 447 383 162
is_linear=0
shrinkage=0.0032998


Tree=6844
num_leaves=28
num_cat=0
split_feature=4 3 2 2 2 2 4 3 12 51 2 12 15 4 1446 402 43 403 403 3 12 52 43 12 15 43 51
split_gain=5.13249 1.64705 0.775247 0.882737 0.681623 0.359707 0.346066 0.229087 0.224145 0.230059 0.164517 0.145733 0.141523 0.315722 0.133145 0.130224 0.0913576 0.0754643 0.140136 0.0681003 0.0570469 0.0908077 0.0989066 0.0637373 0.0589066 0.058109 0.0557783
threshold=0.30163500000000004 -0.049204999999999992 0.10859000000000001 0.074875000000000011 0.14823500000000003 0.090000000000000011 -0.018104999999999996 0.17646500000000004 0.09141500000000001 -0.085764999999999994 0.093565000000000023 0.087495000000000003 -0.4680149999999999 0.42098500000000005 0.083715000000000026 -0.043079999999999993 -0.041534999999999996 0.10160500000000001 0.0054350000000000006 -0.082454999999999987 0.095780000000000018 0.024560000000000002 -0.0083249999999999973 0.09283000000000001 -0.0090649999999999984 0.015110000000000002 -0.09193999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 12 8 26 -4 9 -1 -8 -7 -2 -14 17 -10 19 18 -11 -17 23 22 -22 24 -13 -23 -5
right_child=4 2 7 6 -6 11 10 -9 15 14 -12 20 13 -15 -16 16 -18 -19 -20 -21 21 25 -24 -25 -26 -27 -28
leaf_value=0.001142423683148154 0.00053871662654342832 0.00046085798345024589 0.00054618368655614429 0.0010650696599266152 -6.1190348909672264e-06 0.00067208270671504213 0.0008592970106974596 0.00026866445790527013 0.00068675054105884147 0.00089939629322615246 0.00060407566548610452 0.00087441288272951641 0.00050698190549625858 0.00018534331190136252 0.0010460918547534452 0.00099566733558578203 0.00077527427351292949 0.00078567297321757452 0.0010813054138891535 0.0008416752575621609 0.00065192270635516575 0.00092922350745401172 0.00083034025510178827 0.00093508667433974757 0.00074143225529049229 0.00077430093715254048 0.00090733072212199103
leaf_weight=57 67 90 86 52 53 79 52 53 59 516 62 101 69 65 86 68 82 57 53 68 78 65 65 93 65 52 57
leaf_count=57 67 90 86 52 53 79 52 53 59 516 62 101 69 65 86 68 82 57 53 68 78 65 65 93 65 52 57
internal_value=0 0.000823035 0.000646321 0.000737558 0.000326118 0.000871599 0.000849073 0.00044062 0.000908772 0.000938107 0.000720801 0.000806519 0.000413898 0.000351226 0.0009217 0.000827205 0.000865056 0.000904555 0.000916402 0.00091893 0.000826914 0.000790734 0.000733268 0.000863098 0.000822554 0.00086067 0.000982906
internal_weight=0 2096 452 313 254 1644 223 139 1046 769 114 598 201 134 712 277 218 626 569 136 519 260 143 259 166 117 109
internal_count=2350 2096 452 313 254 1644 223 139 1046 769 114 598 201 134 712 277 218 626 569 136 519 260 143 259 166 117 109
is_linear=0
shrinkage=0.0032998


Tree=6845
num_leaves=25
num_cat=0
split_feature=43 0 16 42 1 0 0 151 14 0 0 43 43 52 159 16 16 43 1 42 1 43 52 42
split_gain=0.16319 0.341989 0.153349 0.118153 0.186323 0.225664 0.163604 0.185483 0.145573 0.0955627 0.102202 0.0817578 0.0782874 0.0753615 0.0857782 0.0680267 0.062682 0.0600057 0.0570681 0.054841 0.0504038 0.0452054 0.0160835 0.0154181
threshold=-0.16205499999999998 -0.061994999999999995 0.065440000000000012 0.088200000000000014 0.085595000000000018 -0.071719999999999992 0.0037850000000000002 0.009020000000000002 -1.0000000180025095e-35 -0.061654999999999995 -0.084184999999999996 -0.072649999999999978 -0.06656999999999999 0.28251000000000009 -0.023859999999999996 -0.052894999999999991 -0.079464999999999994 -0.064499999999999988 0.10364000000000002 0.087130000000000027 0.07677500000000001 -0.019324999999999998 -0.12647999999999995 0.10256000000000001
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 20 3 6 15 12 7 8 -2 10 -4 -11 16 14 -10 21 -6 -17 22 -12 -1 -5 -13 -23
right_child=2 -3 9 4 5 -7 -8 -9 13 11 19 18 -14 -15 -16 17 -18 -19 -20 -21 -22 23 -24 -25
leaf_value=0.007117655626248609 0.013673321104806391 -0.012757114347849223 0.010594874863921102 0.01032278521162654 0.0020204049239381234 0.0066230459725951148 -0.0040824554704300253 -0.004228548755987614 0.01047897522180144 0.014786486346429194 -0.0018780889164793338 0.0029208484033987369 -0.0092085858703288143 -0.00066649256004391974 0.004671250418476448 0.0047784221488649456 -0.0061114676780913936 -0.0028070764953802467 0.011956137590065767 0.0048323990534480327 3.6257730371601315e-05 0.0063885177148210234 0.0071892638823579545 0.0022762239593763795
leaf_weight=59 55 52 52 56 52 62 63 62 79 59 62 52 77 67 892 61 55 57 52 77 56 54 52 53
leaf_count=59 55 52 52 56 52 62 63 62 79 59 62 52 77 67 892 61 55 57 52 77 56 54 52 53
internal_value=0 -0.00142398 0.00402942 0.00334205 0.00123201 -0.00214514 0.00425354 0.00470979 0.00521845 0.00697936 0.00422297 0.00941971 -0.00510941 0.00476873 0.00514561 0.00419491 -0.00214274 0.00109902 0.00737845 0.00182631 0.00368495 0.00642509 0.00507233 0.00436838
internal_weight=0 167 2151 1745 527 246 1218 1155 1093 406 191 215 184 1038 971 281 107 118 156 139 115 163 104 107
internal_count=2318 167 2151 1745 527 246 1218 1155 1093 406 191 215 184 1038 971 281 107 118 156 139 115 163 104 107
is_linear=0
shrinkage=0.16829


Tree=6846
num_leaves=21
num_cat=0
split_feature=1 52 123 1 2 1 12 14 52 49 1 14 16 52 133 51 2 52 2 52
split_gain=7.29789 1.42548 0.927876 0.858412 0.559722 0.478855 0.399705 0.438268 0.319537 0.338295 0.694228 0.279285 0.258735 0.347746 0.212371 0.171243 0.139334 0.0970523 0.0764311 0.0410901
threshold=0.10538500000000002 -0.40011499999999994 1.0000000180025095e-35 0.14262000000000002 1.0000000180025095e-35 0.12007000000000002 0.11721500000000001 0.062655000000000016 0.26959000000000005 -0.014169999999999999 0.085720000000000005 -1.0000000180025095e-35 -0.51433499999999988 -0.053514999999999993 0.091265000000000013 -0.10386999999999998 0.08673500000000002 -0.014759999999999997 0.085465000000000013 0.50618500000000011
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 -2 6 4 5 -3 7 8 9 10 17 -6 -13 -14 15 -11 -10 -1 -16 -18
right_child=1 3 -4 -5 11 -7 -8 -9 16 14 -12 12 13 -15 18 -17 19 -19 -20 -21
leaf_value=0.0011162715574923703 0.00098776107365902504 0.00086724217086803798 0.0005760014918527247 0.00010864227229642839 0.00060103228362564905 0.00045808331072029387 0.00069292340931571936 0.0012604425287327027 0.00067705566970294 0.001154634372336118 0.00059499464054649524 0.00052126521978915425 0.00040618215423569897 4.5229991025471054e-05 0.00083188486721977285 0.0010040010352538966 0.0008179311790151839 0.00090894810216297884 0.00095245816755532931 0.00095478980539372279
leaf_weight=53 56 66 71 76 56 60 59 56 52 94 74 54 65 53 90 926 53 52 196 56
leaf_count=53 56 66 71 76 56 60 59 56 52 94 74 54 65 53 90 926 53 52 196 56
internal_value=0 0.00049207 0.000947086 0.000427433 0.000495775 0.000672684 0.000962027 0.000971335 0.000961477 0.000976741 0.000840937 0.000397855 0.000331499 0.000244358 0.000995328 0.00101792 0.000820472 0.00101393 0.000914639 0.000888567
internal_weight=0 486 1832 430 354 126 1761 1702 1646 1485 179 228 172 118 1306 1020 161 105 286 109
internal_count=2318 486 1832 430 354 126 1761 1702 1646 1485 179 228 172 118 1306 1020 161 105 286 109
is_linear=0
shrinkage=0.0032998


Tree=6847
num_leaves=19
num_cat=0
split_feature=1 1 151 1 16 10 4 14 15 3 4 3 4 4 3 393 16 4
split_gain=11.8431 1.53547 2.03876 1.29396 0.934782 0.843296 0.803879 0.564327 0.480493 0.383733 0.356851 0.323046 0.664073 0.401223 0.156389 0.151838 0.141379 0.0933626
threshold=0.10752500000000002 0.092415000000000011 -0.00016499999999999997 0.13210500000000003 0.12292000000000002 -1.0000000180025095e-35 -0.16772499999999999 0.062655000000000016 0.090930000000000011 -0.031844999999999991 0.42953500000000006 0.011825000000000002 -0.099704999999999974 0.020345000000000005 -0.063814999999999997 0.098330000000000015 -0.15796999999999997 0.30163500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 9 -5 -4 11 -8 -2 -7 12 -1 14 15 -14 -15 -11
right_child=3 2 6 5 -6 10 8 -9 -10 17 -12 -13 13 16 -16 -17 -18 -19
leaf_value=0.0010474984714139014 0.00092333636345833599 0.00066349056552907385 0.0015962319141761198 0.00011391901418169945 0.0012276416084161721 0.00079890662112926667 0.00097512170654042872 0.0016589013434484196 0.0013298673346730683 0.00053708616503695436 0.00044134625331965178 0.0011410365144428152 0.0013608104552320466 0.0013115469028851423 0.0015567533690465508 0.0015487558390104405 0.0011236524890319208 0.00072321431832282927
leaf_weight=82 73 90 56 52 53 60 92 58 78 69 63 100 1046 86 54 52 99 55
leaf_count=82 73 90 56 52 53 60 92 58 78 69 63 100 1046 86 54 52 99 55
internal_value=0 0.00129487 0.00108433 0.000685126 0.00083764 0.000467048 0.00125177 0.00133703 0.00113809 0.000732537 0.000616052 0.00132472 0.00133764 0.00135541 0.00137854 0.00136974 0.00121119 0.000619927
internal_weight=0 1893 316 425 250 175 226 1577 170 197 123 1519 1419 1337 1152 1098 185 124
internal_count=2318 1893 316 425 250 175 226 1577 170 197 123 1519 1419 1337 1152 1098 185 124
is_linear=0
shrinkage=0.0032998


Tree=6848
num_leaves=23
num_cat=0
split_feature=4 12 42 150 43 133 150 16 47 13 52 43 52 13 52 49 4 12 4 52 13 43
split_gain=8.82882 2.21967 1.24476 1.08117 1.04281 0.859479 0.500934 0.453054 0.4627 0.392971 0.340715 0.241645 0.230614 0.221888 0.219757 0.2211 0.205408 0.192683 0.147004 0.128432 0.113151 0.0502304
threshold=0.30163500000000004 0.077755000000000005 0.11688500000000002 0.091105000000000005 -0.031974999999999996 0.26391000000000003 0.081245000000000026 0.11021500000000002 0.077555000000000013 -0.14819499999999997 0.055990000000000005 -0.085594999999999991 -0.53937999999999986 -0.08533499999999998 0.11232500000000002 -0.065249999999999989 -0.050564999999999992 0.086850000000000024 -0.0018299999999999998 -0.016219999999999995 -0.052454999999999995 -0.017259999999999998
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 3 9 4 11 -4 10 8 18 -3 20 -1 -11 17 15 -15 -16 19 -6 -14 -2 -19
right_child=6 2 5 -5 7 -7 -8 -9 -10 12 -12 -13 13 14 16 -17 -18 21 -20 -21 -22 -23
leaf_value=0.00082893441844799341 0.00013507568112707848 0.0014274608072493442 0.00048002464991838361 0.00044063447568083182 0.0007265328277062899 0.0010680036017529258 0.0006684860173177072 0.0012851820750372136 0.0012190648716693337 0.0012928487533787189 0.00054164662445735823 0.00054068727776771528 0.0011297083162339649 0.00091663476641908525 0.0008752861048203234 0.0011384766279179082 0.0011014871241920127 0.0010206557623859852 0.00096583218530022386 0.0013112582306226358 0.00033186608839327512 0.0011544429415272859
leaf_weight=64 71 54 53 59 59 56 58 67 53 101 52 65 63 54 85 786 96 57 57 159 59 90
leaf_count=64 71 54 53 59 59 56 58 67 53 101 52 65 63 54 85 786 96 57 57 159 59 90
internal_value=0 0.00106958 0.00112426 0.000856228 0.00092331 0.000782429 0.000400892 0.00105399 0.000962123 0.00114835 0.000315421 0.000683967 0.00113822 0.00112696 0.00110146 0.00112426 0.000995455 0.00119741 0.000844423 0.0012599 0.000224659 0.00110281
internal_weight=0 2078 1654 424 365 109 240 236 169 1545 182 129 1491 1390 1021 840 181 369 116 222 130 147
internal_count=2318 2078 1654 424 365 109 240 236 169 1545 182 129 1491 1390 1021 840 181 369 116 222 130 147
is_linear=0
shrinkage=0.0032998


Tree=6849
num_leaves=15
num_cat=0
split_feature=48 149 52 52 2 1 13 1 0 13 159 0 43 0
split_gain=0.139845 0.165754 0.168258 0.226522 0.143456 0.124119 0.157813 0.108232 0.165585 0.0933604 0.178662 0.109543 0.0933374 0.060858
threshold=0.12737000000000001 0.079000000000000015 0.26959000000000005 0.41124500000000003 0.084825000000000025 0.11990500000000003 -0.15714499999999998 0.10871500000000002 -0.15270499999999995 -0.085409999999999986 -0.021869999999999997 -0.085604999999999987 -0.076124999999999984 -0.091809999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 -7 8 -1 11 -11 -10 -8 -9
right_child=-2 -3 3 4 -6 6 12 13 9 10 -12 -13 -14 -15
leaf_value=-0.00065329612443504987 -0.0022292996350976924 0.014872785497914476 -0.0088665101483676855 -0.0027226016904296794 0.0079969830676996055 0.0083168108344357089 0.0024710137664268016 0.0069701750765229758 0.010409576486455061 -0.0022831979929208526 0.006084140278353062 0.0043880981703255844 -0.0069150480797989773 0.014563047750233442
leaf_weight=103 67 53 52 56 95 65 63 57 275 77 1106 126 57 66
leaf_count=103 67 53 52 56 95 65 63 57 275 77 1106 126 57 66
internal_value=0 0.00555393 0.00532841 0.000702443 0.00400961 0.00579822 0.00163302 0.00622296 0.00586929 0.00629456 0.005538 0.00852202 -0.00197239 0.011059
internal_weight=0 2251 2198 203 151 1995 185 1810 1687 1584 1183 401 120 123
internal_count=2318 2251 2198 203 151 1995 185 1810 1687 1584 1183 401 120 123
is_linear=0
shrinkage=0.16829


Tree=6850
num_leaves=22
num_cat=0
split_feature=1 9 15 456 12 3 456 12 3 3 151 403 3 3 403 12 42 12 15 42 3
split_gain=0.222024 0.140871 0.119821 0.10596 0.104736 0.104092 0.0990119 0.0910727 0.170491 0.157143 0.138399 0.129523 0.12123 0.0851701 0.0655817 0.0640359 0.0725167 0.115902 0.0609064 0.0632309 0.0413273
threshold=0.13662500000000002 0.037245000000000007 0.087125000000000022 0.060100000000000008 0.086885000000000004 -0.082904999999999993 0.089235000000000023 0.088395000000000015 -0.10919499999999999 0.12566000000000002 0.079100000000000018 0.084675000000000014 -0.13392999999999997 -0.079594999999999985 -0.013754999999999998 0.098330000000000015 0.094225000000000017 0.090840000000000018 0.11754500000000001 0.090115000000000015 0.149315
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 2 3 7 5 -4 -5 8 -1 10 -10 12 -9 15 -14 16 17 -6 19 -15 -2
right_child=20 -3 4 6 13 -7 -8 11 9 -11 -12 -13 14 18 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0044660620210887052 0.00073848638261118774 0.013060254385732249 0.015956620019716233 0.012191555561447721 0.0030384126313455838 0.0056768032251714945 0.0038525877191388559 0.011781187697629619 0.0044811937665615023 -0.0052663366803424585 -0.0044360596046174984 -0.0021601087355593096 0.00093101583795883935 0.011107955143369371 0.005940364406644064 -0.0016383882935730118 -0.00024599250089738281 0.012407399619303953 0.012673476424604774 0.0038636680771013529 -0.0053635488804771939
leaf_weight=93 60 58 62 80 96 52 83 85 671 58 53 62 97 52 325 53 57 62 60 103 65
leaf_count=93 60 58 62 80 96 52 83 85 671 58 53 62 97 52 325 53 57 62 60 103 65
internal_value=0 0.00485637 0.00463967 0.00388069 0.00667967 0.0112833 0.00795635 0.00341938 0.00233782 0.00314927 0.00382593 0.00507943 0.00596829 0.00558937 0.00479318 0.00357572 0.00486942 0.00672622 0.00809104 0.0063056 -0.0024202
internal_weight=0 2262 2204 1607 597 114 163 1444 875 782 724 569 507 483 422 268 215 158 215 155 125
internal_count=2387 2262 2204 1607 597 114 163 1444 875 782 724 569 507 483 422 268 215 158 215 155 125
is_linear=0
shrinkage=0.16829


Tree=6851
num_leaves=15
num_cat=0
split_feature=14 40 132 12 43 0 51 51 12 43 12 15 481 43
split_gain=0.211228 0.145864 0.1152 0.169777 0.111921 0.134171 0.186211 0.132987 0.172582 0.125 0.0742155 0.218577 0.0827838 0.0514474
threshold=0.023790000000000002 -0.083564999999999987 0.081465000000000024 0.085425000000000015 -0.46848499999999998 -0.096139999999999989 0.015475000000000001 -0.020604999999999995 0.091365000000000016 0.22924500000000003 -1.0000000180025095e-35 -0.13800499999999996 -0.086729999999999988 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6 -9 10 11 -7 -12 -5
right_child=-2 2 3 13 5 9 -8 8 -10 -11 12 -13 -14 -15
leaf_value=-0.0031860902481017023 0.011682485579787424 -0.0034617839472193619 -0.0070545649615837815 0.00028469693687015928 -0.0035500800034570078 0.0015523354886689466 -0.0052746841247571898 0.0079848541885669984 -0.0024538159728526364 -0.0010160971705128381 0.011363930343806221 0.016183260842321304 0.0047290845199766994 0.0066569128064479814
leaf_weight=91 91 54 67 80 60 54 89 175 60 92 56 63 1289 66
leaf_count=91 91 54 67 80 60 54 89 175 60 92 56 63 1289 66
internal_value=0 0.00340616 0.00367903 -3.25384e-05 0.00407681 0.00428779 0.00146427 0.00350347 0.00531202 0.00498433 0.00536315 0.00944588 0.00500667 0.00317759
internal_weight=0 2296 2205 213 1992 1938 384 295 235 1554 1462 117 1345 146
internal_count=2387 2296 2205 213 1992 1938 384 295 235 1554 1462 117 1345 146
is_linear=0
shrinkage=0.16829


Tree=6852
num_leaves=15
num_cat=0
split_feature=4 3 2 457 12 40 12 4 15 16 47 3 2 16
split_gain=3.40635 1.46178 0.614467 0.355701 0.366455 0.245899 0.223131 0.177789 0.225294 0.278412 0.161512 0.137557 0.10413 0.0806849
threshold=0.27161500000000005 0.25468500000000005 0.13290500000000002 0.079590000000000008 0.081810000000000008 -0.072979999999999975 -0.077034999999999978 -0.096364999999999992 0.046165000000000005 0.31615500000000002 0.11114000000000002 0.12566000000000002 0.090000000000000011 -0.42372999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -2 -1 8 9 -8 12 13 -9 -7
right_child=5 -3 -4 4 -6 11 7 10 -10 -11 -12 -13 -14 -15
leaf_value=0.00058896754471368738 0.00013089460646415296 0.00018808075063925188 0.00043116214698457844 0.00044696017225828266 0.00076093741241561527 0.00050001944505258917 0.00065603677102012094 0.00078060250453162148 0.001002417222181415 0.00093451301348449769 0.00059311264479443889 0.00025135949112921075 0.00072007139927073613 0.00033370342718495069
leaf_weight=83 58 55 71 86 78 84 89 957 75 72 68 67 490 54
leaf_count=83 58 55 71 86 78 84 89 957 75 72 68 67 490 54
internal_value=0 0.000719888 0.000734008 0.000744752 0.000596506 0.000321522 0.000757989 0.000765981 0.000851373 0.000780792 0.000752656 0.000375284 0.000760129 0.000435195
internal_weight=0 2124 2069 1998 164 263 1834 1751 236 161 1515 205 1447 138
internal_count=2387 2124 2069 1998 164 263 1834 1751 236 161 1515 205 1447 138
is_linear=0
shrinkage=0.0032998


Tree=6853
num_leaves=14
num_cat=0
split_feature=14 11 0 15 3 0 151 160 132 2 12 15 2
split_gain=0.148556 0.115754 0.115409 0.383932 0.125566 0.142193 0.11451 0.0987994 0.106088 0.123147 0.0816197 0.0742754 0.0731071
threshold=0.062655000000000016 0.093970000000000012 -0.10120999999999998 -0.032264999999999995 0.10703500000000001 -0.14151499999999997 -0.0064299999999999991 -0.52850499999999989 0.092605000000000007 -0.045829999999999989 0.089765000000000025 0.11754500000000001 0.11461500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4 9 -9 -10 12 -11
right_child=-2 -3 7 -5 -6 -7 -8 8 10 11 -12 -13 -14
leaf_value=0.0025092869223438123 0.010602398992354557 -0.0042685681270873167 -0.0023566344771783336 -0.0095031269616974012 0.0083821378504325226 0.006413304802182925 -0.0082847152065066293 0.012439317799467104 -0.0054916467357925512 0.0045294369282476285 0.0031137220670889856 0.0095835816341234194 0.00068458151544016502
leaf_weight=56 83 55 65 80 103 82 55 56 52 1390 78 75 157
leaf_count=56 83 55 65 80 103 82 55 56 52 1390 78 75 157
internal_value=0 0.00334443 0.00353141 0.000834739 0.00363483 0.00109198 -0.00282291 0.0040718 0.00430391 0.00466279 -0.000314606 0.00439319 0.0041404
internal_weight=0 2304 2249 376 296 193 111 1873 1808 1678 130 1622 1547
internal_count=2387 2304 2249 376 296 193 111 1873 1808 1678 130 1622 1547
is_linear=0
shrinkage=0.16829


Tree=6854
num_leaves=18
num_cat=0
split_feature=4 1456 52 15 13 52 15 131 12 12 150 160 475 16 159 13 402
split_gain=0.0814421 0.0757565 0.0810312 0.0924337 0.0968513 0.130972 0.212195 0.122947 0.111405 0.108597 0.228873 0.157569 0.0964529 0.0916741 0.0886813 0.0861455 0.0507632
threshold=-0.51253999999999988 -0.16480999999999998 0.51524500000000006 -0.37478999999999996 -0.0082249999999999979 -0.030899999999999997 -0.0015749999999999998 0.07635500000000002 0.08870500000000002 0.085635000000000003 1.0000000180025095e-35 -0.034034999999999989 -0.08230999999999998 -0.42004999999999992 0.08351500000000002 -0.15310499999999996 -0.018864999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 13 5 6 12 15 -9 10 11 -6 -5 -3 16 -7 -11
right_child=1 2 -4 4 9 7 -8 8 -10 14 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0031671121634178965 -0.0025908978781733006 0.0037575718348462333 -0.0027241561007172012 0.008270321170285649 0.0034409644514738782 -0.0031529900575167458 -0.0093099730227745574 0.012990340157278672 0.0043002333981109805 -0.0011482987160606 0.00055840471516146279 0.013834932440222675 0.00054181997021797608 -0.0041554019005741703 0.0098832895497226146 0.0035702163556017509 0.0036999045419559809
leaf_weight=59 63 80 61 56 58 58 56 74 98 77 86 148 253 86 56 730 288
leaf_count=59 63 80 61 56 58 58 56 74 98 77 86 148 253 86 56 730 288
internal_value=0 0.00314938 0.00330984 0.00347766 0.00378877 0.00293475 0.000216055 0.00396655 0.00804945 0.00537332 0.00787247 0.0109172 0.00194827 -0.000331098 0.00363567 0.00307308 0.00267221
internal_weight=0 2328 2265 2204 2038 1325 365 960 172 713 292 206 309 166 421 788 365
internal_count=2387 2328 2265 2204 2038 1325 365 960 172 713 292 206 309 166 421 788 365
is_linear=0
shrinkage=0.16829


Tree=6855
num_leaves=17
num_cat=0
split_feature=2 13 2 159 15 484 15 0 159 1 1 15 15 1 0 133
split_gain=0.189332 0.133096 0.146819 0.144642 0.17491 0.129935 0.116787 0.0967906 0.0880581 0.132054 0.091697 0.0808773 0.0804522 0.0800512 0.0644647 0.0542292
threshold=0.17000000000000001 -0.090389999999999984 0.084735000000000019 0.11672 -0.41971499999999995 0.088765000000000011 -0.039984999999999993 -0.14989499999999997 -0.021869999999999997 0.084035000000000012 0.095285000000000022 -0.11399999999999998 -0.083359999999999976 0.080475000000000005 -0.091674999999999993 -0.0082649999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 -3 7 -7 12 9 -9 -10 -4 -6 14 -13 -1
right_child=-2 3 11 -5 5 6 -8 8 10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.0061790803516518526 -0.0080128663343987869 -0.006976090627360391 0.0078388019026610044 0.0082212368511395632 0.0016704827136979836 0.0015306083601403782 -0.0088202577213085144 -0.0045603508197331576 0.0028999710995388948 0.0039158781644036697 -0.00055396876917992858 0.0077741908013488174 0.010416041179513037 -0.0035614712070170937 -0.00016843715713249453 0.013516377319779761
leaf_weight=56 53 70 66 89 54 61 62 142 1016 82 276 56 68 69 59 61
leaf_count=56 53 70 66 89 54 61 62 142 1016 82 276 56 68 69 59 61
internal_value=0 0.00215493 0.00509363 0.00159228 0.00126908 0.00159785 -0.0036723 0.00199469 0.00162613 -0.00144943 0.00216074 0.00278096 0.00655978 0.000956969 0.00368366 0.0100199
internal_weight=0 2287 367 1920 1831 1761 123 1638 1516 224 1292 250 122 184 115 117
internal_count=2340 2287 367 1920 1831 1761 123 1638 1516 224 1292 250 122 184 115 117
is_linear=0
shrinkage=0.16829


Tree=6856
num_leaves=17
num_cat=0
split_feature=1 3 39 1 14 47 1 4 0 3 13 4 1 3 1 2
split_gain=8.63289 1.32841 0.788715 0.690395 0.581058 0.572897 0.417387 0.345269 0.77446 0.400648 0.307557 0.271998 0.193576 0.160049 0.185031 0.0728865
threshold=0.10915500000000002 -0.06340999999999998 0.081875000000000017 0.14741000000000001 0.076175000000000007 0.090100000000000013 0.092655000000000015 -0.37626499999999991 -0.045754999999999997 0.092330000000000009 -0.057284999999999996 0.094510000000000025 0.085345000000000018 -0.013399999999999999 0.078340000000000007 0.11941000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 5 7 10 -4 12 9 13 15 -2 -1 14 -9 -3
right_child=1 3 6 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00098950928251963373 0.00088294780520371298 0.00052130576843401565 0.00094896852009238052 -9.5071397188615878e-06 0.0013055814549817796 0.0007093547902159242 0.00056105075067657949 0.0010079478450093317 0.00059186062629014435 0.00072629749930864975 0.00015553086689946771 0.00058074347714482169 0.0012535468125615854 0.001153785882825464 0.00091965210160649099 0.0003493306973869678
leaf_weight=53 65 52 52 53 63 53 74 1047 58 65 75 67 77 67 359 60
leaf_count=53 65 52 52 53 63 53 74 1047 58 65 75 67 77 67 359 60
internal_value=0 0.000454745 0.000974787 0.000330699 0.000992612 0.000405975 0.000721423 0.000981168 0.000967706 0.000981856 0.000319802 0.000729823 0.00114617 0.00099311 0.000985428 0.000429491
internal_weight=0 425 1915 293 1789 240 126 1726 1596 1538 187 132 130 1473 1406 112
internal_count=2340 425 1915 293 1789 240 126 1726 1596 1538 187 132 130 1473 1406 112
is_linear=0
shrinkage=0.0032998


Tree=6857
num_leaves=12
num_cat=0
split_feature=3 3 3 1212 16 10 1210 1210 1456 3 12
split_gain=0.203367 0.166295 0.150749 0.0975887 0.0899758 0.127888 0.0892447 0.141416 0.0927978 0.0982835 0.0759953
threshold=-0.13392999999999997 -0.15315499999999996 -0.107915 0.11930500000000001 -0.5103049999999999 -0.062879999999999978 -0.026879999999999998 -0.087109999999999979 0.088395000000000015 0.12991000000000003 0.088335000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 -4 -6 7 -7 9 -8 -1
right_child=2 -3 3 -5 5 6 8 -9 -10 -11 -12
leaf_value=0.0080911471974325425 -0.0065964582642935041 0.014360679809880959 0.0072339079945766922 0.0092312576030574404 -0.0063910982555617233 0.00063774757951423145 0.0014313058577901702 0.011214096059248068 -0.0038837663439240354 0.0066685562345073068 0.00082621718791983645
leaf_weight=77 59 64 84 52 55 73 1522 71 86 109 88
leaf_count=77 59 64 84 52 55 73 1522 71 86 109 88
internal_value=0 0.00706726 0.00178334 0.00202516 0.0018369 0.00159935 0.00183647 0.00586495 0.00149756 0.00178241 0.00422741
internal_weight=0 229 2111 2052 2000 1916 1861 144 1717 1631 165
internal_count=2340 229 2111 2052 2000 1916 1861 144 1717 1631 165
is_linear=0
shrinkage=0.16829


Tree=6858
num_leaves=24
num_cat=0
split_feature=1 1 457 124 1 16 14 1 50 50 1 16 133 50 155 16 156 483 1 42 50 1 16
split_gain=12.018 2.57211 1.38367 1.50325 1.15485 0.827854 0.602755 0.228272 0.216073 0.230844 0.415202 0.304255 0.183425 0.148585 0.169946 0.12335 0.225059 0.113809 0.109284 0.175736 0.11215 0.0835016 0.0649008
threshold=0.11810000000000001 0.092860000000000012 0.079590000000000008 -0.0037749999999999993 0.14787500000000001 -0.38959499999999997 0.062655000000000016 0.11332500000000002 0.12170000000000002 0.083090000000000011 0.080270000000000022 0.21684500000000004 0.086505000000000012 0.10616500000000001 0.087925000000000017 -0.023519999999999996 0.050840000000000003 0.08783500000000001 0.085265000000000021 0.084175000000000014 0.092705000000000023 0.10708500000000001 0.034535000000000003
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=1 6 3 -3 5 -2 8 13 9 10 11 17 -13 14 21 -12 -17 -1 19 -11 -20 -5 -7
right_child=4 2 -4 7 -6 22 -8 -9 -10 18 15 12 -14 -15 -16 16 -18 -19 20 -21 -22 -23 -24
leaf_value=0.0014060089584648099 0.00043827280665582175 0.00068927260991064662 0.00070935158643812527 0.0011621567147067238 0.00015850112468911704 0.00078190610062970234 0.0017022865610586278 0.0010786986278329578 0.0011465648817219954 0.001672564718588472 0.0010596075018172667 0.0010980137091881421 0.0013364964246644112 0.0014606955522365342 0.001427015097682007 0.0013994914922562448 0.0010963930265267797 0.001251526212298096 0.0014853858637999975 0.0014106174108852441 0.0012739129738302728 0.0013249606527682214 0.00093718193274900069
leaf_weight=851 89 59 83 123 58 69 59 64 52 57 54 65 84 54 55 59 52 60 65 61 54 54 59
leaf_count=851 89 59 83 123 58 69 59 64 52 57 54 65 84 54 55 59 52 60 65 61 54 54 59
internal_value=0 0.00130747 0.00109888 0.00117784 0.00057291 0.000683512 0.00137269 0.0012601 0.00135983 0.00136739 0.00134878 0.00137297 0.0012327 0.00130057 0.00126314 0.00119316 0.00125782 0.00139587 0.00146342 0.00153745 0.00138972 0.00121202 0.000853754
internal_weight=0 2065 492 409 275 217 1573 350 1514 1462 1225 1060 149 286 232 165 111 911 237 118 119 177 128
internal_count=2340 2065 492 409 275 217 1573 350 1514 1462 1225 1060 149 286 232 165 111 911 237 118 119 177 128
is_linear=0
shrinkage=0.0032998


Tree=6859
num_leaves=14
num_cat=0
split_feature=1 14 1 16 484 133 16 16 13 1 48 3 14
split_gain=0.173175 0.176236 0.147929 0.164402 0.0885696 0.144934 0.0797625 0.128197 0.173286 0.0874415 0.0756668 0.0755252 0.0234224
threshold=0.14787500000000001 -0.072219999999999993 0.11744000000000002 -0.44010499999999991 0.088765000000000011 0.086635000000000004 -0.41863499999999992 -0.16927999999999996 -0.13033499999999998 0.10525000000000002 0.10697000000000002 -0.031844999999999991 -0.44847999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 -4 6 -6 9 -8 -9 -3 -10 -5 -1
right_child=-2 2 3 11 5 -7 7 8 10 -11 -12 -13 -14
leaf_value=0.007289289990231076 -0.0061779124773292463 0.0042882484756788224 0.0050017942955342294 -0.0015948301176893689 -0.0063670243267184221 0.0051884769456719765 -0.0050454721317482968 0.011340677914723723 0.0028287123365867682 0.012811849521970103 0.0090887040146414647 -0.010354806404487429 0.012473939116592923
leaf_weight=52 58 102 63 60 68 56 52 75 1540 52 57 53 52
leaf_count=52 58 102 63 60 68 56 52 75 1540 52 57 53 52
internal_value=0 0.00312409 0.00279976 -0.00187149 0.00321132 -0.00113392 0.00349918 0.00316952 0.00342609 0.00717801 0.00305327 -0.00571939 0.00989889
internal_weight=0 2282 2178 176 2002 124 1878 1724 1672 154 1597 113 104
internal_count=2340 2282 2178 176 2002 124 1878 1724 1672 154 1597 113 104
is_linear=0
shrinkage=0.16829


Tree=6860
num_leaves=21
num_cat=0
split_feature=1 3 1 4 1 150 0 14 3 376 4 12 4 0 0 0 0 1447 4 15
split_gain=13.7021 3.18006 1.20839 0.920967 0.884829 0.857368 0.587089 0.4123 0.492153 0.336917 0.400161 0.250888 0.219887 0.215987 0.207469 0.20411 0.204032 0.172971 0.103228 0.0914273
threshold=0.10574000000000001 -0.055839999999999994 0.14787500000000001 0.25472500000000003 0.093505000000000019 1.0000000180025095e-35 0.040035000000000008 0.062655000000000016 0.085315000000000016 0.083785000000000012 0.26450500000000005 0.095330000000000012 0.053255000000000004 -0.10946999999999998 -0.081614999999999979 -0.12608499999999997 -0.071719999999999992 -0.086059999999999984 -0.15238499999999996 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 9 -2 6 18 7 8 11 10 15 16 14 -12 -13 -3 17 -1 -6 -20
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 13 12 -14 -15 -16 -17 -18 -19 19 -21
leaf_value=0.0014573025251249439 0.0012268484996424505 0.00055844349048142419 -2.446339711570144e-05 0.00071728752267987599 0.0012806995911022229 0.00068712548396460008 0.00099824806642449283 0.0015285778138232607 0.00094950068694718071 0.00027305600345889445 0.00056664741737999296 0.0014139718692470235 0.00099689379244170362 0.00027714091876571346 0.0011725039034815208 0.00084120173069382063 0.0014582704596329606 0.0012718896869784758 0.0010130654617812051 0.0011927600456122587
leaf_weight=61 86 54 54 71 52 57 91 67 54 52 60 53 57 54 167 60 81 977 68 65
leaf_count=61 86 54 54 71 52 57 91 67 54 52 60 53 57 54 167 60 81 977 68 65
internal_value=0 0.00060913 0.000426875 0.000996635 0.00122938 0.0010425 0.00125748 0.00127301 0.00126118 0.000514044 0.000568852 0.00127321 0.00118282 0.000429822 0.00123084 0.000707573 0.00129555 0.00128282 0.00115181 0.00110115
internal_weight=0 491 334 157 1850 242 1608 1517 1450 280 228 1396 277 114 220 114 1119 1038 185 133
internal_count=2341 491 334 157 1850 242 1608 1517 1450 280 228 1396 277 114 220 114 1119 1038 185 133
is_linear=0
shrinkage=0.0032998


Tree=6861
num_leaves=18
num_cat=0
split_feature=2 10 13 0 13 0 3 11 2 12 483 0 0 160 12 2 3
split_gain=0.162367 0.238509 0.123156 0.147591 0.133955 0.158009 0.117558 0.284803 0.136962 0.136413 0.103648 0.130282 0.0906551 0.0767007 0.0739608 0.0702118 0.0371204
threshold=0.10859000000000001 -0.010699999999999999 -0.10278499999999999 -0.12324999999999998 0.010320000000000001 -0.080434999999999993 -0.12077499999999998 0.079300000000000009 -1.0000000180025095e-35 -0.016554999999999997 -0.070084999999999981 -0.13972999999999997 -0.082884999999999986 -0.021849999999999998 0.095780000000000018 0.12901000000000004 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 16 7 -3 -8 -10 12 -12 -11 -13 -7 -6 -4
right_child=2 6 4 -5 15 14 8 -9 9 10 11 13 -14 -15 -16 -17 -18
leaf_value=0.015280589024102488 0.0019558395764355811 0.014928978457460851 -0.0037571741081040603 -0.01058306168846302 -0.0058882391907529525 0.011242838233439656 -0.0030788543827570953 0.001364883675836246 0.010705202863838229 0.013465904874107704 -0.0030258264017031136 0.0055219438456944178 0.0037443751423268099 0.002694918220761879 0.0037461475501515606 0.0023092637112210128 0.0025954375057229977
leaf_weight=55 54 88 52 52 68 85 83 88 80 54 90 400 56 864 68 52 52
leaf_count=55 54 88 52 52 68 85 83 88 80 54 90 400 56 864 68 52 52
internal_value=0 0.00435191 0.000883526 -0.00417837 0.00231153 0.00448158 0.00401754 0.00815714 0.00356864 0.00392715 0.00355553 0.00314982 0.0085331 0.00359097 0.00792272 -0.00232102 -0.000563593
internal_weight=0 1858 483 106 377 257 1803 176 1627 1544 1464 1354 110 1264 153 120 104
internal_count=2341 1858 483 106 377 257 1803 176 1627 1544 1464 1354 110 1264 153 120 104
is_linear=0
shrinkage=0.16829


Tree=6862
num_leaves=20
num_cat=0
split_feature=4 124 0 147 475 11 0 0 160 132 4 0 4 151 48 51 1447 16 16
split_gain=8.98083 2.37842 0.734148 0.736275 0.537023 0.443817 0.988279 0.944238 0.315965 0.290029 0.328276 0.775417 0.212458 0.191292 0.189206 0.152953 0.150676 0.144409 0.130853
threshold=0.36766000000000004 -0.043384999999999993 -0.076209999999999986 0.08598500000000002 -0.085359999999999978 1.0000000180025095e-35 -0.13010499999999997 -0.14910999999999999 -1.0000000180025095e-35 0.085885000000000003 -0.42305999999999994 -0.030209999999999997 0.054560000000000004 -0.030624999999999996 0.087470000000000006 0.0089800000000000019 -0.086059999999999984 -0.25959999999999994 -0.42004999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 5 -4 6 7 -3 -2 10 -6 15 16 -10 -1 -12 -8 -14 -15
right_child=8 2 4 -5 9 -7 12 -9 13 -11 11 -13 17 18 -16 -17 -18 -19 -20
leaf_value=0.0008285241308124135 0.00067344049876208272 0.0012155085720619791 0.0013845558517248673 0.00084814465795962006 0.0012631389276929119 0.0014931453483953184 0.001431932972513289 0.00067682420435144248 0.00024946478344051431 0.00082388969471057635 0.0011255606712536369 0.00065760382407897236 0.0012383597201492485 0.00058425728197985095 0.00057220138553157806 0.00093521519291466535 0.0012580594344801879 0.0010111511208716723 0.00037145698872392358
leaf_weight=72 77 75 56 57 81 69 61 68 52 60 260 53 63 71 58 59 925 65 59
leaf_count=72 77 75 56 57 81 69 61 68 52 60 260 53 63 71 58 59 925 65 59
internal_value=0 0.0011473 0.00117611 0.00121735 0.00107581 0.0012332 0.0012189 0.000959597 0.000495487 0.00104204 0.00107085 0.00102889 0.00125215 0.000420005 0.000714436 0.00109047 0.00126885 0.00112326 0.00048795
internal_weight=0 2082 1952 1383 569 1326 1257 143 259 513 453 372 1114 182 130 319 986 128 130
internal_count=2341 2082 1952 1383 569 1326 1257 143 259 513 453 372 1114 182 130 319 986 128 130
is_linear=0
shrinkage=0.0032998


Tree=6863
num_leaves=19
num_cat=0
split_feature=1 3 47 2 2 39 15 4 1 147 156 11 2 1 0 15 2 15
split_gain=4.67476 1.23216 0.496842 0.461457 0.347293 0.440062 0.330104 0.274213 0.232662 0.219423 0.234941 0.193576 0.185478 0.162917 0.127359 0.124824 0.123066 0.0980629
threshold=0.10538500000000002 -0.055839999999999994 0.10019500000000002 0.11043500000000002 0.10836000000000003 0.081875000000000017 -0.050699999999999995 -0.11205499999999999 0.096300000000000011 0.08598500000000002 0.083125000000000018 0.079300000000000009 0.14870000000000003 0.092485000000000026 -0.088589999999999988 0.016500000000000004 -1.0000000180025095e-35 -0.075694999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 12 -2 5 7 -6 11 9 10 13 -1 16 -9 -12 -8 -3 -18
right_child=1 2 -4 -5 6 -7 15 8 -10 -11 14 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0010873549294331953 0.00086130780309412913 0.00023674059452824273 0.00062886438928238554 0.00049677884552543376 0.0008625165524785421 0.00061370333467534435 0.00047827830687937521 0.00084445324912879767 0.0006731141806322863 0.0006503582726340517 0.0011162078130234859 0.00084420769227479384 0.00013482294119425146 0.0010201724679567549 0.00091807774238108109 0.0006947628237909812 0.00033305129867482164 0.00050922552100981589
leaf_weight=101 97 73 64 63 92 79 54 1040 76 52 59 58 56 63 100 67 88 59
leaf_count=101 97 73 64 63 92 79 54 1040 76 52 59 58 56 63 100 67 88 59
internal_value=0 0.000478975 0.000366392 0.000717995 0.00083896 0.000855462 0.000712667 0.00086777 0.000852747 0.000863109 0.000871848 0.000998881 0.000305401 0.000854522 0.000991819 0.000598441 0.000348661 0.000404
internal_weight=0 500 340 160 1841 1628 213 1549 1390 1314 1262 159 276 1103 159 121 220 147
internal_count=2341 500 340 160 1841 1628 213 1549 1390 1314 1262 159 276 1103 159 121 220 147
is_linear=0
shrinkage=0.0032998


Tree=6864
num_leaves=21
num_cat=0
split_feature=3 3 43 3 10 43 52 43 447 42 133 43 41 132 43 52 3 3 40 42
split_gain=9.63902 2.81116 2.24799 1.49846 0.994157 0.722321 0.51186 0.484248 0.407587 0.359352 0.224851 0.306194 0.277425 0.270699 0.222362 0.156352 0.128027 0.0927168 0.081446 0.0676354
threshold=-0.052614999999999995 0.20828500000000003 -0.033174999999999989 0.11745500000000002 -1.0000000180025095e-35 0.0054600000000000004 -0.08130999999999998 -0.088994999999999991 0.084510000000000016 0.11688500000000002 -0.14755499999999996 0.079170000000000018 0.07831500000000001 0.090145000000000017 -0.083154999999999993 0.0085900000000000021 -0.07798999999999999 0.091170000000000015 -0.078554999999999986 -0.056754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 5 -2 6 -4 -6 9 10 19 12 13 14 -12 -15 -11 -8 -9 -1
right_child=1 -3 3 -5 7 -7 17 18 -10 16 11 -13 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=0.0013538063692248208 0.00034583185523992283 0.00033371867255971776 0.0015945363569595551 0.00069824833387180396 0.0010848074385730109 0.00092382342023931106 0.0013128878996152217 0.00079284047823409182 0.0010270849028216967 0.0012536424690095822 0.0014100021617043359 0.0010760293972472722 0.001557604777923735 0.001058164729956957 0.0013076672126171673 0.0013067247627977228 0.0010177916345743424 0.0011209332023146468 0.00060571545652720726 0.0015053009100384127
leaf_weight=55 67 101 61 72 53 59 61 52 53 53 342 54 59 65 807 52 53 58 55 109
leaf_count=55 67 101 61 72 53 59 61 52 53 53 342 54 59 65 807 52 53 58 55 109
internal_value=0 0.0008394 0.000934267 0.00111668 0.000684199 0.00124259 0.00134687 0.000825671 0.0013149 0.00132413 0.00133702 0.001323 0.00133304 0.00132255 0.00133816 0.00116894 0.00113605 0.00121963 0.000696984 0.00145471
internal_weight=0 639 538 311 227 239 180 160 1702 1649 1543 1379 1325 1266 1149 117 106 119 107 164
internal_count=2341 639 538 311 227 239 180 160 1702 1649 1543 1379 1325 1266 1149 117 106 119 107 164
is_linear=0
shrinkage=0.0032998


Tree=6865
num_leaves=11
num_cat=0
split_feature=124 11 376 52 50 41 51 3 50 124
split_gain=0.244857 0.169496 0.131178 0.0768054 0.0743009 0.0753615 0.0918167 0.103756 0.0790626 0.0310907
threshold=-0.078224999999999989 0.093740000000000018 0.084545000000000009 0.51625500000000002 -0.24165499999999998 0.086565000000000017 -0.21268499999999999 -0.24154499999999998 0.12170000000000002 -0.087569999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 4 -2 6 -6 -8 -9 -1
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11
leaf_value=-0.0011152044722671662 0.012018809845408214 -0.002819425186511456 0.005991345746941045 0.011486902946371814 -0.00034466206635355522 0.011891390593714052 -0.0015977074761217029 0.0061608177233962802 0.0005896689560047863 -0.006734108707665879
leaf_weight=53 54 63 53 71 73 54 53 1746 76 61
leaf_count=53 54 63 53 71 73 54 53 1746 76 61
internal_value=0 0.00576377 -0.000912246 0.00601884 0.00582914 0.00566129 0.00548766 0.00571569 0.00592942 -0.00413757
internal_weight=0 2190 167 2127 2056 2002 1948 1875 1822 114
internal_count=2357 2190 167 2127 2056 2002 1948 1875 1822 114
is_linear=0
shrinkage=0.16829


Tree=6866
num_leaves=16
num_cat=0
split_feature=124 4 15 4 4 4 4 131 1 2 1 1 4 15 2
split_gain=0.176311 0.134275 0.155501 0.14625 0.138176 0.118664 0.103979 0.103891 0.101633 0.0951147 0.14373 0.176572 0.0776782 0.0771202 0.0190958
threshold=-0.086114999999999983 0.27287000000000006 -0.41309499999999993 0.065590000000000009 0.04105000000000001 0.098655000000000007 0.16421000000000002 0.094300000000000009 0.13368000000000005 0.11866500000000001 0.10797500000000002 0.10342000000000001 0.41488500000000006 0.08425500000000001 0.093255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 7 -5 -7 9 -3 10 11 -2 -4 -9 -6
right_child=1 2 12 5 14 6 -8 13 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0028511736532078904 0.0049734782963371232 0.00047341713721546182 0.00083360871854336164 0.016388082733757865 -0.0034664991051636552 0.0011730537197288987 0.010678457625024888 0.013848835017798447 0.0093391472298632264 -0.00065085071218439568 0.012597879573104011 -0.0050040344267810403 -0.0081272649355721566 0.0061115999453429147 0.00099504502582510178
leaf_weight=91 1347 79 53 53 52 54 84 62 69 90 67 52 56 92 56
leaf_count=91 1347 79 53 53 52 54 84 62 69 90 67 52 56 92 56
internal_value=0 0.00469172 0.0010609 0.0051553 0.00468796 0.00959423 0.00697197 0.00505686 0.0046189 0.00464187 0.00496802 0.00460134 -0.00375366 0.00923826 -0.00113647
internal_weight=0 2266 257 2009 1818 191 138 1710 148 1556 1466 1399 109 154 108
internal_count=2357 2266 257 2009 1818 191 138 1710 148 1556 1466 1399 109 154 108
is_linear=0
shrinkage=0.16829


Tree=6867
num_leaves=19
num_cat=0
split_feature=4 1 52 1 52 13 15 2 4 12 1 13 43 13 43 1 403 52
split_gain=9.19003 2.48975 1.23714 0.878565 0.762358 0.738529 0.548828 0.456814 0.445258 0.261954 0.227114 0.364586 0.199527 0.182784 0.160696 0.206148 0.102054 0.0963298
threshold=0.27287000000000006 0.104035 -0.41304999999999997 0.12958500000000003 -0.080064999999999983 0.25694000000000006 -0.42759999999999992 0.11585500000000001 -0.21586499999999997 0.089435000000000014 0.090485000000000024 -0.081029999999999977 -0.040789999999999993 -0.0046699999999999997 -0.0019149999999999998 0.078015000000000015 -0.5335399999999999 -0.11592499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 13 -4 7 -5 8 17 -6 14 -12 -13 -2 16 -16 -10 -1
right_child=3 2 4 6 9 -7 -8 -9 10 -11 11 12 -14 -15 15 -17 -18 -19
leaf_value=0.001268569157398984 0.00076602502481908151 0.0012819524054434174 0.00044772656167564476 0.00049839970488280442 0.00073922794425737592 0.00077394850123452979 5.4524760190305143e-05 0.00095545740262111347 0.0013564993286941988 0.0010222065325389547 0.00086703438625332049 0.0010406009243259175 0.0012615188613744836 0.00053339915819738243 0.0010758494628626582 0.0012552812667989187 0.0012043833829971449 0.0014553812576594181
leaf_weight=59 71 53 75 58 88 52 64 99 55 62 66 89 96 80 247 102 867 74
leaf_count=59 71 53 75 58 88 52 64 99 55 62 66 89 96 80 247 102 867 74
internal_value=0 0.00111869 0.000827545 0.000474587 0.00072035 0.00116349 0.000265836 0.00117501 0.00118813 0.000856427 0.00117197 0.00107974 0.00115543 0.000643013 0.00119016 0.00112839 0.0012135 0.00137277
internal_weight=0 2084 278 273 225 1806 122 1754 1655 150 1522 251 185 151 1271 349 922 133
internal_count=2357 2084 278 273 225 1806 122 1754 1655 150 1522 251 185 151 1271 349 922 133
is_linear=0
shrinkage=0.0032998


Tree=6868
num_leaves=20
num_cat=0
split_feature=1 12 2 124 2 12 1 148 2 2 1186 156 42 51 160 475 484 12 1446
split_gain=14.9927 2.64841 2.54426 0.997531 0.852597 0.602522 0.586256 0.576681 0.36984 0.340345 0.279099 0.281557 0.257446 0.247129 0.280937 0.208788 0.15213 0.236218 0.0964329
threshold=0.10335000000000001 0.086085000000000009 0.114165 -0.080389999999999989 0.11793500000000001 0.10337000000000002 0.14699000000000004 -0.078369999999999981 -1.0000000180025095e-35 0.11067500000000001 0.060550000000000007 0.083125000000000018 0.085495000000000015 0.067785000000000012 -1.0000000180025095e-35 -0.016104999999999998 -0.077959999999999988 0.083795000000000022 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 -1 7 -3 8 -5 -2 -10 11 16 15 14 -11 -13 18 -18 -9
right_child=1 2 -4 4 -6 -7 -8 10 9 13 -12 12 -14 -15 -16 -17 17 -19 -20
leaf_value=0.00097150878409373248 0.00041857825552612024 0.0014907843408447799 0.00044412914579494998 0.0010800450273365041 0.0010595588917074257 0.0010353620688671101 0.00025229620032849435 0.0014333082034290389 0.00092898007172220179 0.00071561254925088503 0.0011795444308573566 0.0014873448375198775 0.0013612751225662567 0.00081342696186997312 0.00040456262005715679 0.0017389322565143494 0.0012717738234250188 0.001407841023677598 0.0016022963726302342
leaf_weight=67 69 79 52 60 85 54 52 110 53 59 56 78 69 55 70 73 169 983 64
leaf_count=67 69 79 52 60 85 54 52 110 53 59 56 78 69 55 70 73 169 983 64
internal_value=0 0.000743231 0.00106404 0.00136841 0.00138361 0.00130614 0.000577353 0.00140016 0.000632476 0.000694602 0.00141213 0.00142053 0.00153161 0.000626899 0.000547099 0.00160921 0.00140208 0.00138791 0.00149567
internal_weight=0 543 185 1814 1747 133 358 1662 306 237 1602 1546 220 184 129 151 1326 1152 174
internal_count=2357 543 185 1814 1747 133 358 1662 306 237 1602 1546 220 184 129 151 1326 1152 174
is_linear=0
shrinkage=0.0032998


Tree=6869
num_leaves=20
num_cat=0
split_feature=1 3 124 1 1 2 52 3 3 0 13 3 0 0 11 481 3 52 51
split_gain=9.00021 2.0033 0.721125 0.608753 0.529265 0.45089 0.237463 0.267849 0.365764 0.236737 0.18684 0.161571 0.243515 0.28113 0.138495 0.110982 0.108819 0.0881737 0.080109
threshold=0.10335000000000001 -0.06340999999999998 -0.076779999999999987 0.14741000000000001 0.11869500000000001 0.10527500000000002 1.0000000180025095e-35 0.0037100000000000002 0.13772500000000001 -0.026509999999999995 -0.011494999999999998 0.094285000000000008 -0.15653499999999998 -0.13314999999999996 0.084110000000000004 -0.086729999999999988 -0.038414999999999998 0.087765000000000024 -0.17083999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 6 14 11 7 10 -9 17 -3 12 -4 -14 -2 -15 -17 18 -7
right_child=1 3 5 -5 -6 9 -8 8 -10 -11 -12 -13 13 15 -16 16 -18 -19 -20
leaf_value=0.00065782744714205791 0.0007967555970000385 0.00037643446089522642 0.0012245167542742918 5.2224898831431715e-05 0.0005139965424220378 0.00094497652215806346 0.00058047168954236867 0.00063255765272299594 0.00027639055670027486 0.0006591069119699141 9.688330825351199e-05 0.00084666507637028263 0.00077859192925814637 0.001151624719124622 0.0010242476936655114 0.0010061636288818685 0.0011648830372882454 0.0010205275855372621 0.00075900088586317027
leaf_weight=74 65 53 62 61 56 56 72 67 60 54 52 64 56 70 57 1216 52 58 52
leaf_count=74 65 53 62 61 56 56 72 67 60 54 52 64 56 70 57 1216 52 58 52
internal_value=0 0.000493868 0.000978275 0.000353725 0.000781042 0.000991883 0.000414107 0.000362325 0.000464567 0.000851249 0.000238326 0.00101221 0.00101947 0.00101032 0.000903332 0.00101999 0.0010127 0.000913541 0.000855759
internal_weight=0 543 1814 365 178 1740 304 232 127 220 105 1520 1456 1394 122 1338 1268 166 108
internal_count=2357 543 1814 365 178 1740 304 232 127 220 105 1520 1456 1394 122 1338 1268 166 108
is_linear=0
shrinkage=0.0032998


Tree=6870
num_leaves=21
num_cat=0
split_feature=1 40 3 4 1 4 11 2 2 2 2 3 4 1210 0 2 2 0 0 3
split_gain=14.8949 2.03972 1.80405 1.46861 0.912982 0.749799 0.700055 0.896795 0.33926 0.495768 0.281098 0.196832 0.201516 0.195857 0.129056 0.120765 0.107427 0.1826 0.158981 0.0895825
threshold=0.10752500000000002 -0.026419999999999996 -0.049204999999999992 0.30163500000000004 0.093595000000000025 0.25472500000000003 1.0000000180025095e-35 0.091005000000000016 0.14234000000000005 -1.0000000180025095e-35 0.11517500000000001 -0.097224999999999992 -0.0073899999999999999 -0.077744999999999995 -0.077914999999999984 0.11280000000000003 0.074875000000000011 -0.088374999999999995 -0.099329999999999988 -0.072579999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 7 13 9 -4 -11 -9 15 -3 -8 -13 17 -15 -18 -14
right_child=2 5 8 -5 -6 -7 14 11 -10 10 -12 12 19 16 -16 -17 18 -19 -20 -21
leaf_value=0.0015129444435898753 0.0015148151342724667 0.001853434034218923 0.00066417592726976729 0.00084428204446852491 0.00090825855778573536 0.0013110787429405496 0.0020563266149872341 0.0013548890929281441 0.00065183900595480011 0.0011676191614871565 0.00087821005108316204 0.0016622596746769574 0.0015497187325827148 0.0014870966883315233 0.0018150995413509638 0.0014774867978707828 0.0018685127260966189 0.0016849087207030098 0.0017014553583901354 0.0014031740040517948
leaf_weight=52 96 99 70 57 58 66 52 57 88 65 88 215 114 68 54 52 75 257 577 90
leaf_count=52 96 99 70 57 58 66 52 57 88 65 88 215 114 68 54 52 75 257 577 90
internal_value=0 0.00163162 0.000971453 0.00126524 0.00119443 0.00165868 0.00167207 0.00165475 0.000826809 0.000895697 0.00100139 0.00154269 0.00156534 0.00170971 0.00193377 0.00162641 0.00169512 0.00164363 0.00172073 0.00148524
internal_weight=0 1886 464 153 110 1776 1710 1604 311 223 153 528 471 1076 106 267 977 325 652 204
internal_count=2350 1886 464 153 110 1776 1710 1604 311 223 153 528 471 1076 106 267 977 325 652 204
is_linear=0
shrinkage=0.0032998


Tree=6871
num_leaves=17
num_cat=0
split_feature=1 3 147 4 123 2 0 1210 2 132 0 4 1 2 0 13
split_gain=10.7306 1.28492 1.22174 0.925696 0.747958 0.747506 0.419294 0.336944 0.305099 0.29572 0.264848 0.236978 0.244948 0.216703 0.159147 0.0868889
threshold=0.10892500000000001 -0.049204999999999992 0.089365000000000014 0.30163500000000004 0.080635000000000012 0.14234000000000005 -0.15503499999999998 -0.07983999999999998 -1.0000000180025095e-35 0.085885000000000003 -0.081854999999999997 -0.085474999999999982 0.078340000000000007 0.095620000000000011 -0.11208499999999998 -0.048839999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 8 -1 15 -3 11 -10 12 -9 -11 -13 -8
right_child=1 5 -4 -5 -6 -7 7 9 10 13 -12 14 -14 -15 -16 -17
leaf_value=0.0013722900799129224 0.0010161202991090246 0.00034997666544284384 0.00065004863833329385 0.00046808051980443702 0.00085047980429195228 0.00017472181623909148 0.0014129739205008698 0.001149791311831978 0.00051175549654653145 0.0010951205089065521 0.0008075429114529427 0.00094785046876271612 0.0013498682053615454 0.00082635241336767769 0.0011339364361935928 0.0012190642878114365
leaf_weight=95 90 65 57 54 92 88 59 165 88 82 54 55 118 57 1079 52
leaf_count=95 90 65 57 54 92 88 59 165 88 82 54 55 118 57 1079 52
internal_value=0 0.000555055 0.00112733 0.00081085 0.00114198 0.000430073 0.00115718 0.0011449 0.000538458 0.00113222 0.000624486 0.00114662 0.00123334 0.00098516 0.00112494 0.00132245
internal_weight=0 439 1911 144 1854 295 1762 1667 207 1556 142 1417 283 139 1134 111
internal_count=2350 439 1911 144 1854 295 1762 1667 207 1556 142 1417 283 139 1134 111
is_linear=0
shrinkage=0.0032998


Tree=6872
num_leaves=18
num_cat=0
split_feature=1 4 4 3 123 14 3 16 4 52 1 12 3 15 49 16 16
split_gain=11.7589 1.9132 1.63905 1.17454 1.09906 0.666069 0.561208 0.437606 0.409665 0.321619 0.310752 0.276473 0.299411 0.191025 0.152128 0.107173 0.09218
threshold=0.10892500000000001 0.27161500000000005 0.27287000000000006 -0.048154999999999996 0.080635000000000012 -0.42214499999999994 -0.13088999999999998 0.27252000000000004 0.53076500000000015 -0.42890999999999996 0.078340000000000007 0.099815000000000015 0.092330000000000009 -0.077559999999999976 -0.0049799999999999992 -0.046599999999999996 -0.081934999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 -4 10 11 -7 -9 -1 12 14 -5 -8 16 -13
right_child=2 -3 5 13 -6 8 7 9 -10 -11 -12 15 -14 -15 -16 -17 -18
leaf_value=0.0015377264178421735 0.001390269969048997 0.0009206741095183664 0.0010114922083900039 0.00077805881265627353 0.0011615210165257369 0.00044184267320854849 0.001483316057280835 0.0014743248254874709 0.00078805200032486559 0.0011377274744866768 0.0018497279677957132 0.0013817771164308184 0.0013048199174639341 0.001025650986922064 0.0015820877452491853 0.0012953047853480489 0.0015725622992343051
leaf_weight=58 90 60 53 68 89 93 220 77 63 54 95 64 52 72 1024 60 58
leaf_count=58 90 60 53 68 89 93 220 77 63 54 95 64 52 72 1024 60 58
internal_value=0 0.00150208 0.000902968 0.00109543 0.00152091 0.000690996 0.00153904 0.0015207 0.000581884 0.00133584 0.00173168 0.00153706 0.00155425 0.000905644 0.00156465 0.00141446 0.00147277
internal_weight=0 1911 439 230 1851 209 1762 1609 156 131 153 1478 1296 140 1244 182 122
internal_count=2350 1911 439 230 1851 209 1762 1609 156 131 153 1478 1296 140 1244 182 122
is_linear=0
shrinkage=0.0032998


Tree=6873
num_leaves=23
num_cat=0
split_feature=4 12 13 11 150 43 12 150 15 15 4 48 12 1429 1455 12 160 1213 12 16 4 43
split_gain=5.58784 1.10484 1.02352 0.521448 0.467911 0.404183 0.334566 0.330821 0.288856 0.263981 0.328325 0.217534 0.173555 0.163796 0.150481 0.13732 0.107139 0.106423 0.115404 0.0962562 0.162183 0.0821117
threshold=0.27161500000000005 0.077755000000000005 -0.0042049999999999995 0.075910000000000019 0.082965000000000025 -0.049914999999999994 0.095175000000000023 0.084680000000000019 -0.42759999999999992 -0.036064999999999993 -0.15450999999999995 0.086330000000000018 -0.091074999999999989 0.084895000000000012 0.083760000000000015 0.092615000000000017 -0.080934999999999993 -0.086554999999999979 0.084055000000000005 0.052915000000000011 -0.016759999999999994 -0.0019149999999999998
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 2 7 6 9 -2 13 12 -7 -4 -11 16 -1 14 17 -5 -8 21 -19 20 -18 -3
right_child=5 3 4 15 -6 8 11 -9 -10 10 -12 -13 -14 -15 -16 -17 19 18 -20 -21 -22 -23
leaf_value=0.00087464737071218826 0.00029181787766966637 0.0010009126922016741 0.0011946968627768962 0.00133252508006953 0.00067794409260966775 0.00070638777399687164 0.0010701191646238489 0.00043517364319352943 0.00043007004508140379 0.001098773802546298 0.00075087034734904932 0.00071294148048215073 0.00062734603063488241 0.0011916311791275022 0.00085056123631859068 0.0011010012858064778 0.0010147133817812687 0.0011361695941630961 0.0010156501065547213 0.00081811369366547812 0.00081151112747954071 0.00082498591409155481
leaf_weight=54 101 71 71 58 52 77 57 62 91 65 56 57 77 57 66 60 140 104 762 92 65 55
leaf_count=54 101 71 71 58 52 77 57 62 91 65 56 57 77 57 66 60 140 104 762 92 65 55
internal_value=0 0.000963178 0.000815273 0.00100247 0.000957587 0.000457518 0.000986007 0.00063517 0.000556925 0.00103314 0.000938052 0.000904744 0.000729556 0.00101593 0.00100643 0.0012151 0.000935528 0.00101677 0.00103016 0.000909579 0.000950455 0.000924399
internal_weight=0 2081 437 1644 244 269 1526 193 168 192 121 411 131 1115 1058 118 354 992 866 297 205 126
internal_count=2350 2081 437 1644 244 269 1526 193 168 192 121 411 131 1115 1058 118 354 992 866 297 205 126
is_linear=0
shrinkage=0.0032998


Tree=6874
num_leaves=18
num_cat=0
split_feature=1 123 3 14 475 4 12 3 0 1 4 3 0 49 3 39 3
split_gain=11.5281 1.90159 1.6127 0.985155 0.890474 0.7906 0.561727 0.520039 0.67958 0.434971 0.394319 0.368054 0.315092 0.284864 0.296552 0.232405 0.321917
threshold=0.10752500000000002 0.080635000000000012 -0.058704999999999993 0.062655000000000016 -0.085684999999999997 0.30163500000000004 -0.10236499999999998 0.08734500000000002 -0.067659999999999984 0.11918000000000002 -0.44205499999999992 -0.085784999999999986 -0.036119999999999992 -0.080464999999999995 -0.095469999999999985 0.097050000000000011 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 11 -2 -4 8 13 -8 -10 -1 -12 -6 -15 16 -11
right_child=2 -3 6 -5 7 -7 9 -9 10 15 12 -13 -14 14 -16 -17 -18
leaf_value=0.0017896259347567095 0.0011963448557332128 0.00082568815875163661 0.00089169241449278181 0.001730668176897541 0.0011277238539410014 0.00069316569458344299 0.00069153128712699785 0.0010541416405516959 0.0013840708406614392 0.00068422556305330277 0.0011534648482889676 0.0014059735632019684 0.00084238426372223606 0.0014963333047664346 0.0013267290337683629 0.00023559361823674628 0.00032038901634224637
leaf_weight=55 91 88 55 63 72 55 103 98 52 54 110 57 54 129 1108 53 53
leaf_count=55 91 88 55 63 72 55 103 98 52 54 110 57 54 129 1108 53 53
internal_value=0 0.00130037 0.000719588 0.00132358 0.00130878 0.00100703 0.000587506 0.00128903 0.0013041 0.000523759 0.00113154 0.00159469 0.00105125 0.00133255 0.00134444 0.000415536 0.000504337
internal_weight=0 1886 464 1798 1735 146 318 1623 1525 263 216 112 164 1309 1237 160 107
internal_count=2350 1886 464 1798 1735 146 318 1623 1525 263 216 112 164 1309 1237 160 107
is_linear=0
shrinkage=0.0032998


Tree=6875
num_leaves=26
num_cat=0
split_feature=1 51 12 43 1 4 403 1 12 4 156 1 4 1 4 1213 133 49 1 13 52 12 49 0 0
split_gain=0.38245 0.219699 0.170105 0.239069 0.244831 0.184188 0.150805 0.144764 0.140552 0.140544 0.129817 0.164036 0.122355 0.109713 0.115736 0.0923477 0.117623 0.0905818 0.136993 0.150825 0.0558103 0.0985225 0.0409906 0.0345893 0.0206859
threshold=0.11654500000000001 -0.06512999999999998 0.083425000000000013 0.0054600000000000004 0.095285000000000022 0.046720000000000005 -0.54045999999999983 0.10587000000000001 0.091475000000000015 -0.021399999999999995 0.087120000000000017 0.078340000000000007 -0.16270999999999997 0.086050000000000015 -0.014854999999999998 -0.086554999999999979 0.087985000000000022 -0.046019999999999998 0.12475000000000001 -0.11122999999999998 -0.08743999999999999 0.093595000000000025 0.096265000000000003 -0.092319999999999985 -0.082064999999999985
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=2 -2 3 4 10 9 -4 8 13 -6 11 23 -10 15 24 -8 -17 -3 -19 -20 22 -22 -14 -1 -15
right_child=1 17 6 -5 5 -7 7 -9 12 -11 -12 -13 20 14 -16 16 -18 18 19 -21 21 -23 -24 -25 -26
leaf_value=0.0085383861975631414 0.013850908204706521 -0.0029148799856821769 0.021175873979699628 -0.0011831359490099838 0.0086132552747144927 0.012517007980567933 0.0093887222720622793 0.019881255448570688 0.0028969091211776439 -0.0028921061325104594 0.0065156487572049782 0.021752086331842148 0.017625154896722804 0.010076741509716105 0.0028456003656045217 0.016584708377452729 0.011370664071203644 0.012263494897506659 0.0092007859572222853 -0.0020390717736055112 0.0049514487126040641 0.011245586959249347 0.010953627896302439 0.014776589426191413 0.015002907440559606
leaf_weight=53 70 54 57 57 52 76 97 69 63 71 52 82 53 52 53 420 177 52 54 90 91 330 56 52 52
leaf_count=53 70 54 57 57 52 76 97 69 63 71 52 82 53 52 53 420 177 52 54 90 91 330 56 52 52
internal_value=0 0.00550996 0.0117738 0.0090408 0.0103754 0.00599921 0.0126343 0.0123114 0.0119484 0.00195734 0.0140117 0.0160865 0.00994748 0.0133406 0.00929014 0.0142543 0.0150418 0.00316731 0.00485218 0.0021634 0.0107822 0.00988936 0.0142141 0.0116449 0.0125571
internal_weight=0 320 2065 495 438 199 1570 1513 1444 123 239 187 593 851 157 694 597 250 196 144 530 421 109 105 104
internal_count=2385 320 2065 495 438 199 1570 1513 1444 123 239 187 593 851 157 694 597 250 196 144 530 421 109 105 104
is_linear=0
shrinkage=0.16829


Tree=6876
num_leaves=28
num_cat=0
split_feature=3 456 160 403 12 3 43 1 42 43 43 49 42 15 133 4 15 16 49 1 42 133 133 15 16 3 43
split_gain=0.269526 0.237545 0.171396 0.158923 0.135686 0.308096 0.289048 0.158523 0.146866 0.215037 0.140898 0.167852 0.124343 0.123673 0.103436 0.0931358 0.0953236 0.0919612 0.0822992 0.0797865 0.157326 0.0564527 0.093207 0.0701351 0.0455 0.0397099 0.0344458
threshold=0.11745500000000002 0.060100000000000008 -1.0000000180025095e-35 -0.13024499999999997 0.083885000000000015 -0.0037799999999999995 -1.0000000180025095e-35 0.095950000000000021 0.08648500000000002 -0.10761 -0.010064999999999999 -1.0000000180025095e-35 0.065960000000000019 -0.091604999999999978 0.087380000000000013 -0.084824999999999984 0.089705000000000021 -0.11118499999999999 0.084775000000000017 0.10364000000000002 -1.0000000180025095e-35 -0.0081099999999999974 0.088055000000000008 0.085915000000000019 -0.069894999999999985 -0.082404999999999992 -0.086809999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 15 5 6 7 26 12 -10 -7 -12 19 -9 -3 -1 25 -4 24 20 -6 23 -23 -11 -14 -17 -5
right_child=2 14 17 4 8 10 -8 13 9 21 11 -13 18 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.01960967915386215 0.010422255470349468 0.019811550469987237 0.0037839710287510008 0.013278461724326816 0.010300447377415421 0.0039966741588883569 -0.0064654699732023587 -0.003134653465336723 -0.0025317101423279762 0.0068108667848817963 0.0062490391709607929 0.017913194499450443 0.015974551520650561 0.0075208680430017879 0.010270302568302426 0.0050016585166771351 0.016220531062764144 -0.0054532915718298733 0.020416030736950509 0.014940268982795844 0.0011079507604350191 0.0047370943469904137 0.01005027994930632 0.014145969463916457 0.0088137814407757264 0.011454241387607695 0.0074078027485337582
leaf_weight=52 57 89 62 55 411 56 71 70 54 62 54 102 52 55 52 54 73 60 58 79 61 185 193 96 52 57 63
leaf_count=52 57 89 62 55 411 56 71 70 54 62 54 102 52 55 52 54 73 60 58 79 61 185 193 96 52 57 63
internal_value=0 0.00960612 0.00280155 0.00914781 0.00861469 0.00632315 0.00296873 0.00573262 0.00953836 0.0075648 0.011283 0.0138871 0.0111689 0.0015394 0.0163055 0.0132719 0.0114711 -0.000744219 0.0152884 0.00995453 0.00911624 0.00858534 0.00745466 0.011279 0.0124114 0.00833133 0.0101594
internal_weight=0 2206 179 2065 1829 526 314 243 1303 590 212 156 713 125 141 236 184 122 162 551 472 536 378 158 104 111 118
internal_count=2385 2206 179 2065 1829 526 314 243 1303 590 212 156 713 125 141 236 184 122 162 551 472 536 378 158 104 111 118
is_linear=0
shrinkage=0.16829


Tree=6877
num_leaves=16
num_cat=0
split_feature=3 50 50 483 480 151 483 401 402 43 0 0 42 43 43
split_gain=0.202914 0.10471 0.138778 0.111252 0.122571 0.109734 0.104961 0.0975717 0.226356 0.15926 0.0990733 0.0819396 0.0494359 0.0531536 0.0817979
threshold=0.31343500000000007 1.0000000180025095e-35 0.089915000000000009 0.095790000000000014 0.086930000000000021 -0.070479999999999987 0.086010000000000017 0.080710000000000018 0.097825000000000009 -0.40535499999999997 0.11026000000000001 -0.023359999999999995 -0.050989999999999994 0.0035900000000000007 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -4 12 9 -9 -1 11 -11 -7 14 -14
right_child=-2 2 5 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 -16
leaf_value=0.016609383804520678 -0.00029703857364839079 0.016706147046521441 0.015966464646870897 0.0019070428298317071 0.015470724467171577 0.0016256934477316455 0.014626014105354624 -0.0029682233869814112 0.0098844488353616519 0.0074511557927712559 0.012717238202025796 0.002595959196179996 0.011182636591969108 0.01146782315167847 0.0029717694804163326
leaf_weight=56 89 77 53 103 55 52 52 79 76 1268 95 108 52 66 104
leaf_count=56 89 77 53 103 55 52 52 79 76 1268 95 108 52 66 104
internal_value=0 0.00787344 0.0101665 0.0073042 0.0076232 0.00883307 0.00766783 0.00736552 0.00332214 0.00777478 0.00743723 0.00707138 0.00634074 0.00743708 0.00572024
internal_weight=0 2296 456 1840 1737 379 326 1682 155 1527 1471 1376 274 222 156
internal_count=2385 2296 456 1840 1737 379 326 1682 155 1527 1471 1376 274 222 156
is_linear=0
shrinkage=0.16829


Tree=6878
num_leaves=26
num_cat=0
split_feature=1 12 2 2 12 40 47 14 14 15 1 16 12 0 42 12 15 1446 2 1 16 13 0 2 2
split_gain=15.8326 2.20533 2.28744 1.93384 0.863725 0.758381 0.641977 0.670192 0.579769 0.518679 0.477462 0.424451 0.38496 0.375929 0.267208 0.224884 0.213996 0.170261 0.153547 0.119326 0.0788483 0.0787906 0.0567923 0.0387417 0.0576786
threshold=0.10538500000000002 0.087805000000000008 0.11500500000000001 0.09857500000000001 0.085635000000000003 -0.065969999999999987 0.10019500000000002 -0.41790499999999997 0.054835000000000009 -0.26826999999999995 0.11646000000000002 -0.0088649999999999996 0.090345000000000023 -0.11208499999999998 -0.092104999999999979 0.11721500000000001 -0.032264999999999995 0.083715000000000026 0.089885000000000007 0.088595000000000021 -0.040964999999999994 -0.078624999999999987 -0.08075499999999998 0.11366500000000002 0.10486500000000001
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 6 10 5 19 -1 7 -2 12 -9 -3 -11 13 -7 -15 21 18 -16 -14 -5 22 -6 -18 24 -23
right_child=1 2 -4 4 15 8 -8 9 -10 11 -12 -13 16 14 17 -17 20 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0009322624798301345 0.0007352243848779298 0.0014193007610034641 0.00037172181785191714 0.00094456040302095265 0.0013119586958287124 0.0011595308861133476 0.00078073617821302569 0.00012520202040442935 0.0016657735756389152 0.00059042356640504827 0.00098464863019021237 0.00021798955778403289 0.00098295931977937794 0.001210555643936838 0.0013842039109548713 0.00096856334166825204 0.0014105881876608289 0.0015215733898728059 0.0012326936658975244 0.00072739089652850417 0.0012060469034464625 0.0011303029684255432 0.0012868726657589791 0.0011025359502673847 0.0012921173877347937
leaf_weight=52 52 54 55 53 64 90 57 91 58 86 58 55 52 87 626 54 67 124 61 63 97 54 152 68 55
leaf_count=52 52 54 55 53 64 90 57 91 58 86 58 55 52 87 626 54 67 124 61 63 97 54 152 68 55
internal_value=0 0.000612866 0.000923755 0.00126968 0.0010692 0.00132586 0.00046051 0.000396115 0.00134031 0.000319956 0.00119453 0.000445398 0.00132637 0.00136458 0.00138659 0.00116435 0.00124371 0.00140696 0.00111808 0.000826919 0.00128852 0.00120808 0.00132488 0.00117031 0.00121228
internal_weight=0 508 167 1877 411 1466 341 284 1414 232 112 141 1356 927 837 295 429 750 113 116 316 241 219 177 109
internal_count=2385 508 167 1877 411 1466 341 284 1414 232 112 141 1356 927 837 295 429 750 113 116 316 241 219 177 109
is_linear=0
shrinkage=0.0032998


Tree=6879
num_leaves=20
num_cat=0
split_feature=1 456 457 51 3 12 15 157 403 402 3 3 12 43 3 43 3 3 15
split_gain=0.199837 0.148931 0.217463 0.139539 0.143089 0.148031 0.125118 0.10876 0.104295 0.233563 0.0979672 0.0838883 0.265162 0.236451 0.0838888 0.0508034 0.0414839 0.0396855 0.0907939
threshold=0.11654500000000001 0.060100000000000008 0.093680000000000013 -0.06512999999999998 -0.049204999999999992 -0.029844999999999997 -0.015824999999999995 -0.086989999999999984 -0.13024499999999997 0.0064150000000000014 -0.081644999999999981 -0.0035149999999999995 0.083795000000000022 -1.0000000180025095e-35 -0.15680499999999997 -0.024279999999999996 -0.082404999999999992 0.084735000000000019 -0.036064999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 -5 15 -3 10 9 16 -1 12 13 -10 -14 -6 -9 -13 -19
right_child=3 6 -4 4 5 -7 -8 8 11 -11 -12 17 14 -15 -16 -17 -18 18 -20
leaf_value=0.018140760245748497 0.0098343387189710075 0.007937943129514102 -0.0033668770100200424 0.0079112866228423645 -0.00074868431793816972 -0.0078149506502524224 0.018409613187074129 0.0050214998746897716 0.0043761121585179372 0.01983437707721341 0.0078215126491504288 0.013938176592570451 0.013159381577052849 -0.0077783552060180488 0.0070684247086108543 0.0062041273729003896 0.010352577473948327 0.013736938566070512 0.0046813705807409916
leaf_weight=52 70 65 52 68 67 62 66 91 176 59 54 57 69 61 1054 53 79 55 75
leaf_count=52 70 65 52 68 67 62 66 91 176 59 54 57 69 61 1054 53 79 55 75
internal_value=0 0.00771891 0.00734486 0.00318907 0.0013212 -0.00113115 0.0132275 0.00764178 0.00732689 0.0106927 0.0129007 0.00682749 0.00636443 0.00124017 0.00744427 0.00230717 0.00750945 0.0101856 0.00852639
internal_weight=0 2065 1934 320 250 182 131 1882 1776 229 106 1547 1360 237 1123 120 170 187 130
internal_count=2385 2065 1934 320 250 182 131 1882 1776 229 106 1547 1360 237 1123 120 170 187 130
is_linear=0
shrinkage=0.16829


Tree=6880
num_leaves=25
num_cat=0
split_feature=4 12 13 4 3 3 12 11 3 133 39 12 11 42 0 0 3 1213 0 3 403 16 4 133
split_gain=12.2409 3.42195 1.27812 1.04605 0.782778 0.768801 0.687482 1.04691 0.599901 0.58862 0.400197 0.379668 0.36248 0.336068 0.198352 0.165767 0.152669 0.149445 0.151172 0.140904 0.131181 0.0956719 0.0487359 0.0513234
threshold=0.36766000000000004 0.077755000000000005 -0.00038499999999999998 -0.030434999999999993 0.09037000000000002 0.091170000000000015 0.10321000000000001 1.0000000180025095e-35 0.13772500000000001 -1.0000000180025095e-35 0.088025000000000006 -0.089089999999999989 0.084680000000000019 0.11839500000000001 -0.10120999999999998 -0.10803999999999998 -0.081444999999999976 -0.060974999999999994 -0.090374999999999983 -0.080634999999999984 -0.085604999999999987 0.059920000000000008 0.014585000000000002 0.022390000000000004
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 2 9 4 -4 -5 7 14 10 -1 15 -11 -9 22 -3 -2 17 20 -19 -18 -16 -21 23 -8
right_child=8 6 3 5 -6 -7 13 12 -10 11 -12 -13 -14 -15 16 -17 19 18 -20 21 -22 -23 -24 -25
leaf_value=0.00097260470601018864 0.00068294781235202966 0.0010227422543953098 0.00094498166935953721 0.0010334963407029575 0.0014873252805308814 0.00051393292958140603 0.0010638315227823141 0.0017129025571518959 4.3647287364300484e-05 0.00075680357488325451 0.00023117520490421412 0.0004295802584574605 0.0013288715893267141 0.00078893858248697693 0.0014594220669974379 0.00043381092191247108 0.0010077986659016989 0.0013380712186692742 0.0011832774795130742 0.0012044463465096529 0.001251232902533233 0.0010764424247529092 0.0010006196290914971 0.0012089907066918058
leaf_weight=55 54 77 52 76 67 53 69 56 57 70 70 88 54 54 52 66 69 83 557 289 108 90 54 54
leaf_count=55 54 77 52 76 67 53 69 56 57 70 70 88 54 54 52 66 69 83 557 289 108 90 54 54
internal_value=0 0.00111753 0.000865636 0.00102693 0.00125063 0.000820305 0.00118721 0.00121423 0.000341241 0.000677667 0.000430334 0.000574776 0.0015247 0.00101918 0.00118843 0.000546216 0.00119862 0.00122659 0.00120341 0.0011486 0.00131911 0.00117414 0.00108923 0.00112785
internal_weight=0 2127 461 248 119 129 1666 1435 247 213 190 158 110 231 1325 120 1248 800 640 448 160 379 177 123
internal_count=2374 2127 461 248 119 129 1666 1435 247 213 190 158 110 231 1325 120 1248 800 640 448 160 379 177 123
is_linear=0
shrinkage=0.0032998


Tree=6881
num_leaves=28
num_cat=0
split_feature=12 12 13 156 133 12 13 3 12 11 3 52 13 123 13 3 12 52 49 3 52 49 3 12 52 133 43
split_gain=9.90175 2.61103 1.5713 1.56913 1.1619 0.716985 0.64298 0.871721 0.632213 0.527945 0.456333 0.290061 0.270871 0.185642 0.175195 0.136579 0.11514 0.112034 0.100869 0.128608 0.122277 0.09994 0.0963267 0.0877028 0.0976592 0.0826775 0.0443701
threshold=0.077755000000000005 0.10597500000000001 -0.00038499999999999998 0.050840000000000003 -0.083244999999999986 0.087745000000000004 1.0000000180025095e-35 0.11372500000000001 0.13969000000000004 1.0000000180025095e-35 -0.0026499999999999996 0.026115000000000003 0.024780000000000003 0.086935000000000026 -0.13710499999999998 -0.11255999999999998 -0.088294999999999985 0.0085900000000000021 -0.0063599999999999985 -0.081784999999999983 0.087635000000000005 0.091325000000000003 -0.083489999999999995 0.096425000000000025 0.088425000000000017 -0.085249999999999979 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 6 -1 9 7 -4 11 18 13 12 -3 -6 -7 -16 -12 21 26 20 22 25 -20 24 -19 -17 -2
right_child=1 8 3 -5 10 14 -8 -9 -10 -11 16 -13 -14 -15 15 17 -18 23 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0014221930482862044 0.001737731339156336 0.0011482924677766592 0.0014996195998520547 0.0017073012518236308 0.0011310502523093171 0.0014500901450429646 0.00095405657083026446 0.0009703074898281378 0.00099812856829324084 0.002108123076899344 0.00087589375479759442 0.001588379352656205 0.001482737271589484 0.00087895124025207463 0.0017880223140575254 0.0017302296138875517 0.00066609045682482681 0.0018257809950518562 0.0018164256899654422 0.00167710473901717 0.0016824949271124724 0.0014784150230355158 0.0019840254036923976 0.0015789002916010541 0.0016753637122486644 0.0015958820131078077 0.0015912591988913123
leaf_weight=60 57 57 100 89 90 52 82 52 52 53 54 67 52 52 80 71 66 68 202 102 64 68 53 79 227 270 55
leaf_count=60 57 57 100 89 90 52 82 52 52 53 54 67 52 52 80 71 66 68 202 102 64 68 53 79 227 270 55
internal_value=0 0.00164982 0.0011705 0.00133346 0.00100693 0.00169988 0.00119112 0.00131877 0.00132011 0.00179066 0.000911702 0.00141504 0.00130817 0.00103898 0.0016417 0.0016532 0.000760796 0.00163938 0.00175903 0.00178366 0.00181762 0.00159985 0.0018514 0.00168252 0.00171016 0.00162396 0.00166612
internal_weight=0 1729 645 323 322 1501 234 152 228 586 262 176 109 142 915 863 120 783 533 421 319 409 255 374 295 341 112
internal_count=2374 1729 645 323 322 1501 234 152 228 586 262 176 109 142 915 863 120 783 533 421 319 409 255 374 295 341 112
is_linear=0
shrinkage=0.0032998


Tree=6882
num_leaves=15
num_cat=0
split_feature=4 4 0 0 14 16 3 157 4 52 52 4 128 151
split_gain=0.619396 0.260771 0.327765 0.168187 0.16362 0.165648 0.136407 0.136819 0.147303 0.141255 0.133997 0.100633 0.0954513 0.0815133
threshold=0.36766000000000004 -0.37626499999999991 0.056265000000000009 -0.0042749999999999993 -0.42214499999999994 -0.4714549999999999 -0.12077499999999998 -0.07797999999999998 -0.011809999999999999 -0.015069999999999998 0.51524500000000006 0.42953500000000006 0.10551000000000001 0.050660000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -2 11 -3 8 -8 -10 12 -6 13 -9
right_child=4 3 -4 -5 5 -7 7 10 9 -11 -12 -13 -14 -15
leaf_value=0.022355125795574474 0.0071762591516499547 0.013658868366633046 0.0077393291638825443 -0.002085276924930195 -0.0037557253455713585 -0.010639805327540715 -0.0019267308804129188 0.0086029398471347638 0.013690531483628884 0.0021095771936908022 -0.00034029292055835932 0.0056994531206075302 0.0011615716401618891 0.0023280230669507546
leaf_weight=77 54 100 101 52 80 60 90 1412 52 71 55 53 55 62
leaf_count=77 54 100 101 52 80 60 90 1412 52 71 55 53 55 62
internal_value=0 0.00789506 0.014072 0.00733001 -0.00100187 -0.00329935 0.00758904 0.00725027 0.00323137 0.0070202 0.00778956 0 0.00808317 0.00834022
internal_weight=0 2127 178 1949 247 193 1897 1797 213 123 1584 133 1529 1474
internal_count=2374 2127 178 1949 247 193 1897 1797 213 123 1584 133 1529 1474
is_linear=0
shrinkage=0.16829


Tree=6883
num_leaves=23
num_cat=0
split_feature=4 2 2 49 2 4 0 4 160 2 4 160 43 0 16 0 16 16 403 1429 42 43
split_gain=9.11264 1.87034 1.03008 0.798464 0.57093 0.508964 0.436525 1.13899 0.322624 0.338694 0.277468 0.261161 0.203162 0.199542 0.192968 0.135651 0.110533 0.127561 0.098286 0.0808542 0.0741484 0.0539121
threshold=0.36766000000000004 0.11366500000000002 -0.0091949999999999983 -0.036809999999999996 0.13880500000000004 -0.082634999999999986 -0.11208499999999998 0.0047850000000000011 -1.0000000180025095e-35 0.10054500000000001 0.020345000000000005 -0.017749999999999998 -0.0062049999999999996 -0.086224999999999982 -0.13895999999999997 -0.088004999999999986 0.40304500000000004 -0.063814999999999997 -0.12219499999999998 0.084690000000000015 0.084145000000000011 -0.14265999999999998
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 2 -1 -3 8 11 7 -7 -2 -10 13 -4 -9 20 -12 -13 17 -5 -17 -15 -8 -20
right_child=4 3 5 16 -6 6 10 12 9 -11 14 15 -14 19 -16 18 -18 -19 21 -21 -22 -23
leaf_value=0.00086184454088680449 0.00082567096997796625 0.00054353795646740004 0.0015029154901539876 0.0010563980769972459 0.00025005235280407107 0.0007838177438955372 0.0013921827634003512 0.0011075451921883025 0.00032483093615335088 0.00066942403738587798 0.0012620704597230508 0.0014562478654328447 0.0013783120728509605 0.0012068640761041831 0.0010104040084229901 0.0011352878536503963 0.0011292931509013231 0.00082805046324715319 0.0011923341893579453 0.0013454811913803206 0.0012821006526375774 0.001318270244079632
leaf_weight=83 55 52 83 59 64 90 115 53 55 73 53 53 77 587 98 53 60 53 52 55 210 241
leaf_count=83 55 52 83 59 64 90 115 53 55 73 53 53 77 587 98 53 60 53 52 55 210 241
internal_value=0 0.00118912 0.00122274 0.00090331 0.000519249 0.00123918 0.00120578 0.0010702 0.000613202 0.000521632 0.00123243 0.00133182 0.00126819 0.00125324 0.00109897 0.00129614 0.00101187 0.000948655 0.00127152 0.00121879 0.00132116 0.00129604
internal_weight=0 2127 1903 224 247 1820 1338 220 183 128 1118 482 130 967 151 399 172 112 346 642 325 293
internal_count=2374 2127 1903 224 247 1820 1338 220 183 128 1118 482 130 967 151 399 172 112 346 642 325 293
is_linear=0
shrinkage=0.0032998


Tree=6884
num_leaves=11
num_cat=0
split_feature=15 16 41 16 15 39 11 1427 160 15
split_gain=0.31921 0.255331 0.230018 0.173598 0.163216 0.163503 0.105704 0.095079 0.0716556 0.0199456
threshold=-0.2987999999999999 -0.50884499999999988 1.0000000180025095e-35 -0.42004999999999992 -0.14820999999999998 0.094095000000000026 0.077290000000000011 0.082260000000000014 -0.016164999999999995 -0.04174499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 9 4 -1 -3 6 7 8 -6 -2
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=0.0055667492457534161 -0.0016764832759938889 0.0150121947720692 0.015954112122050293 -0.0052480511340487878 0.0088501784593802736 -0.0020830234742861458 0.013597101541835169 2.5843804451716839e-05 0.0064582836056201456 0.0024969911813095625
leaf_weight=76 79 74 90 94 510 55 71 55 1215 55
leaf_count=76 79 74 90 94 510 55 71 55 1215 55
internal_value=0 0.00715586 0.00761672 -0.000402631 0.00723684 0.00693402 0.00720292 0.00694687 0.00716649 2.31027e-05
internal_weight=0 2204 2070 170 1980 1906 1851 1780 1725 134
internal_count=2374 2204 2070 170 1980 1906 1851 1780 1725 134
is_linear=0
shrinkage=0.16829


Tree=6885
num_leaves=12
num_cat=0
split_feature=40 3 40 15 3 34 403 13 150 52 41
split_gain=0.228794 0.223704 0.166344 0.116404 0.131297 0.111192 0.102311 0.0860666 0.0866697 0.167626 0.16597
threshold=0.051255000000000002 0.10632000000000001 -0.08440499999999998 -0.037184999999999996 0.31299000000000005 -0.0011599999999999998 -0.54357999999999984 0.26171000000000005 0.089910000000000018 -0.014759999999999997 0.075585000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -4 -7 8 10 -10 -8
right_child=-2 3 5 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.00045678992816488244 -0.0044300819871945177 0.0093355322860641365 0.014589491118377979 -0.0045647161028322218 -0.00096939479264268483 -0.00017076360963119052 0.0068714610959235284 0.013946807912009838 0.0081575671815198956 -0.0035007784810243913 0.013733489841638595
leaf_weight=84 57 66 56 69 74 55 1623 52 78 63 107
leaf_count=84 57 66 56 69 74 55 1623 52 78 63 107
internal_value=0 0.00634359 0.00686208 0.00108063 0.00387581 0.00716522 0.00695412 0.00715883 0.00696922 0.00293578 0.00729691
internal_weight=0 2327 2118 209 140 2034 1978 1923 1871 141 1730
internal_count=2384 2327 2118 209 140 2034 1978 1923 1871 141 1730
is_linear=0
shrinkage=0.16829


Tree=6886
num_leaves=16
num_cat=0
split_feature=96 45 2 0 4 4 1453 130 0 4 13 159 4 13 52
split_gain=0.231 0.178334 0.182735 0.195373 0.185832 0.176469 0.184869 0.17202 0.143541 0.182603 0.174386 0.131962 0.174407 0.124018 0.112322
threshold=0.083595000000000017 1.0000000180025095e-35 0.098365000000000022 -0.15061499999999997 -0.26545999999999997 -0.13833499999999996 -0.049419999999999992 -1.0000000180025095e-35 -0.10417499999999999 0.020345000000000005 -0.089189999999999978 0.082585000000000006 0.0082450000000000006 -0.078389999999999974 -0.080064999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 -5 9 -9 -10 14 -13 -12 -8
right_child=-2 -3 3 7 5 6 11 8 10 -11 13 12 -14 -15 -16
leaf_value=0.015065056062009051 -0.0055080174338509869 0.015082990443692644 -0.0041071727983545431 -0.0052601820620969486 -0.0038009762656051067 -0.0020584346298772819 0.0018114010449083043 0.0030687130507555324 -0.0053637100860406935 0.016908716169125124 0.011795323785669158 0.0067930134683377372 0.017941224118201756 0.0034226377486110543 0.0065238883658344732
leaf_weight=63 57 52 99 52 53 75 167 52 55 57 60 110 63 313 1056
leaf_count=63 57 52 99 52 53 75 167 52 55 57 60 110 63 313 1056
internal_value=0 0.00532069 0.00509677 0.00280121 0.00609081 0.00571865 0.00606286 0.00396543 0.00486213 0.0103226 0.00346729 0.00650046 0.0108632 0.00477427 0.00588187
internal_weight=0 2327 2275 688 1587 1524 1471 589 537 109 428 1396 173 373 1223
internal_count=2384 2327 2275 688 1587 1524 1471 589 537 109 428 1396 173 373 1223
is_linear=0
shrinkage=0.16829


Tree=6887
num_leaves=23
num_cat=0
split_feature=133 1 156 9 0 4 1 4 15 43 15 133 2 0 0 4 3 4 3 51 15 43
split_gain=0.164631 0.156969 0.199994 0.16977 0.117031 0.093475 0.13374 0.113978 0.142361 0.144601 0.116938 0.112639 0.111962 0.0977041 0.106712 0.0822984 0.0812142 0.0968996 0.0678413 0.065812 0.149306 0.0306569
threshold=-0.4582 0.10141500000000002 0.088250000000000009 -1.0000000180025095e-35 -0.085309999999999983 0.25472500000000003 0.07635500000000002 -0.0034749999999999994 0.03981500000000001 -0.081694999999999976 -0.087404999999999983 -0.15498499999999996 0.08400500000000001 -0.07581499999999998 -0.08075499999999998 0.054560000000000004 -0.038414999999999998 -0.088499999999999981 0.11535000000000002 -0.089214999999999989 -0.14068999999999995 -0.04009999999999999
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 5 3 -3 15 6 11 8 9 -8 -9 -2 -13 14 -10 -5 17 -14 -17 -6 -21 -22
right_child=1 2 -4 4 19 -7 7 10 13 -11 -12 12 16 -15 -16 18 -18 -19 -20 20 21 -23
leaf_value=0.011322064289640825 -0.0034716589924199083 -0.0085044431712670114 0.0089287865568597729 -0.0065775639102514391 -0.00086931332093680863 -0.0019955894587713758 -0.0043389993109700532 0.0073709468223303798 0.0095573979052672071 0.0058874978073612146 0.017738018889616181 -0.0013824185468320877 -0.0014231196578949805 0.014149257915017715 0.00068929161490449752 0.0045698323166229113 0.010855696170174737 0.0049460253685341691 -0.0029721792840618553 0.011702745448812633 -0.0010939299910981571 0.0045616405259734675
leaf_weight=89 55 56 88 65 61 56 63 78 106 103 52 89 73 63 61 66 60 855 69 68 56 52
leaf_count=89 55 56 88 65 61 56 63 78 106 103 52 89 73 63 61 66 60 855 69 68 56 52
internal_value=0 0.00393309 0.00153801 0.000215116 0.00133661 0.00474391 0.00497263 0.00719408 0.00576561 0.00199553 0.0115316 0.00393881 0.00431892 0.00847882 0.00632891 -0.00165507 0.00483432 0.00444307 0.000701718 0.00386881 0.0055212 0.00161249
internal_weight=0 2295 581 493 437 1714 1658 526 396 166 130 1132 1077 230 167 200 988 928 135 237 176 108
internal_count=2384 2295 581 493 437 1714 1658 526 396 166 130 1132 1077 230 167 200 988 928 135 237 176 108
is_linear=0
shrinkage=0.16829


Tree=6888
num_leaves=25
num_cat=0
split_feature=3 3 39 0 3 42 376 52 12 52 12 48 13 3 42 42 49 3 12 3 132 0 42 133
split_gain=9.13245 3.20603 1.49392 1.07604 0.805051 0.614246 0.560723 0.49959 0.402269 0.344669 0.312793 0.26055 0.258606 0.228528 0.151439 0.199239 0.142262 0.123768 0.104342 0.130603 0.103791 0.0716375 0.0708067 0.0529691
threshold=-0.052614999999999995 0.30112000000000005 0.081875000000000017 -0.066849999999999979 0.11745500000000002 0.093045000000000003 0.081970000000000015 -0.43387499999999996 0.095330000000000012 0.024560000000000002 0.10337000000000002 0.10078500000000001 -0.10099999999999999 -0.0068249999999999986 0.11066000000000001 0.086700000000000013 -0.008964999999999999 0.092330000000000009 0.086850000000000024 -0.082539999999999988 -0.014134999999999998 -0.11692999999999999 -0.054814999999999996 0.086405000000000023
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 4 8 13 6 -4 -5 11 10 -9 12 -1 -2 15 22 23 -15 19 -18 -20 -3 -10 -14
right_child=1 21 5 7 -6 -7 -8 9 14 -11 -12 -13 16 17 -16 -17 18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0011725089598106284 0.00060011636749982206 -9.5858985061457103e-06 0.00066086565640702906 0.00091938682155480889 0.00037802247122140683 0.00012327391460302501 0.00026539751261723784 0.00064706535618469833 0.00077323893607028984 0.00078610419028367351 0.0003189176672539326 0.00072339606312179605 0.00090913382865747555 0.00092970000213268942 0.00095144999545441838 0.00059438328649209196 0.00096353432612769163 0.00075035733681564579 0.0010392711552156813 0.001105186198905239 0.00091692659453140261 -0.00018113380978331336 0.00092975873621381033 0.00076541146419459598
leaf_weight=62 60 55 79 90 72 91 78 83 97 90 52 53 67 86 64 56 211 89 96 115 477 52 52 57
leaf_count=62 60 55 79 90 72 91 78 83 97 90 52 53 67 86 64 56 211 89 96 115 477 52 52 57
internal_value=0 0.00042943 0.000530269 0.000885578 0.000684255 0.000339507 0.000464615 0.000710762 0.000924691 0.000627155 0.000520929 0.000951994 0.000963128 0.00077793 0.000809054 0.000764427 0.000950403 0.000838693 0.00096513 0.00101361 0.000937486 -9.32842e-05 0.0008281 0.000843352
internal_weight=0 662 555 1722 307 248 157 315 1407 225 135 1138 1085 235 269 205 1023 175 899 326 573 107 149 124
internal_count=2384 662 555 1722 307 248 157 315 1407 225 135 1138 1085 235 269 205 1023 175 899 326 573 107 149 124
is_linear=0
shrinkage=0.0032998


Tree=6889
num_leaves=13
num_cat=0
split_feature=4 41 51 0 1453 4 3 15 50 1 1 3
split_gain=0.159441 0.189529 0.149472 0.1828 0.137787 0.0996023 0.127105 0.113622 0.0981416 0.114461 0.227979 0.129478
threshold=0.27161500000000005 0.075585000000000013 0.16016500000000003 -0.23046999999999998 -0.066944999999999991 0.40945500000000007 -0.0005399999999999999 -0.41971499999999995 0.11768500000000003 0.093575000000000019 0.088950000000000015 -0.12077499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 -7 -8 9 10 -6 -11
right_child=5 -3 -4 4 8 6 7 -9 -10 11 -12 -13
leaf_value=0.014296942209214016 -0.0063640018155550161 0.011614336974929062 -0.0046872664052688478 -0.0032556625969205923 0.0041074727670789455 0.0063275776206354432 0.0029609351002757569 -0.0071221582196799782 0.0095043647270794465 0.0088947491263067068 0.01122131823404238 0.00016981530975698119
leaf_weight=52 52 103 52 68 1214 99 68 59 103 57 143 314
leaf_count=52 52 103 52 68 1214 99 68 59 103 57 143 314
internal_value=0 0.00456419 0.00420075 0.00443856 0.00416767 0.000269215 0.00180339 -0.00170919 0.00444434 0.00414169 0.00485845 0.00151515
internal_weight=0 2106 2003 1951 1899 278 226 127 1831 1728 1357 371
internal_count=2384 2106 2003 1951 1899 278 226 127 1831 1728 1357 371
is_linear=0
shrinkage=0.16829


Tree=6890
num_leaves=17
num_cat=0
split_feature=2 43 16 41 4 151 16 15 156 403 2 11 16 2 2 2
split_gain=0.249713 0.185067 0.203615 0.159403 0.220559 0.174787 0.146489 0.135566 0.131906 0.116288 0.105835 0.116112 0.102735 0.059433 0.0604094 0.0447021
threshold=0.11461500000000001 -0.054574999999999992 -0.084699999999999984 0.083525000000000016 -0.15450999999999995 -0.15243999999999999 -0.043889999999999992 -0.047974999999999997 0.085320000000000021 -0.53454499999999994 0.10364000000000001 1.0000000180025095e-35 -0.48950499999999991 0.10699500000000002 0.11144000000000001 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 4 8 -6 -2 -4 15 -7 11 12 -11 -12 -15 -1
right_child=1 2 7 -5 5 9 -8 -9 -10 10 13 -13 -14 14 -16 -17
leaf_value=0.010147870094280842 0.010674225439601098 -0.0094032186137792892 0.0059197130491379741 -0.0046843695917005218 0.013012023869652693 -0.003229144474651593 -0.00065062117582923755 -0.0052758541057815423 0.0040779427175743569 0.010550869668260769 -0.0047712392208353683 0.011862150931241034 0.0037860496871756728 0.0060801147050772849 -0.001938277309045396 0.016794925106642548
leaf_weight=60 59 95 69 54 59 66 71 55 67 67 53 57 1382 54 52 59
leaf_count=60 59 95 69 54 59 66 71 55 67 67 53 57 1382 54 52 59
internal_value=0 -0.000548517 -0.00353889 0.00432022 0.00456721 0.00399241 0.0044753 0.000939449 0.0100892 0.00368394 0.00395906 0.00439506 0.00410009 -0.00015937 0.00212962 0.0134586
internal_weight=0 349 219 2030 1976 1790 130 124 186 1731 1665 1506 1449 159 106 119
internal_count=2379 349 219 2030 1976 1790 130 124 186 1731 1665 1506 1449 159 106 119
is_linear=0
shrinkage=0.16829


Tree=6891
num_leaves=11
num_cat=0
split_feature=11 11 41 2 402 12 1 49 130 16
split_gain=0.219744 0.210574 0.120601 0.165861 0.115024 0.0830796 0.0922718 0.126179 0.076003 0.0744705
threshold=0.086080000000000018 0.078065000000000009 0.07677500000000001 0.14271500000000001 0.11174500000000002 -0.094939999999999983 0.10538500000000002 -0.044809999999999996 0.10383500000000001 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7 -5
right_child=-2 -3 -4 9 -6 6 7 -9 -10 -11
leaf_value=0.0091216165998790778 -0.0046751542626414389 0.013935923525100766 0.0099261278384139128 0.0013847339563533899 -0.0024887492531299295 0.0040599602641896793 0.0058420490754112287 -0.0018393449111354784 -0.0010964717314725374 -0.0071650215621429578
leaf_weight=72 101 52 71 52 95 1501 87 199 85 64
leaf_count=72 101 52 71 52 95 1501 87 199 85 64
internal_value=0 0.00333978 0.00309144 0.00286543 0.00321803 0.00349783 0.00328057 0.000491021 0.00378247 -0.00331688
internal_weight=0 2278 2226 2155 2039 1944 1872 286 1586 116
internal_count=2379 2278 2226 2155 2039 1944 1872 286 1586 116
is_linear=0
shrinkage=0.16829


Tree=6892
num_leaves=10
num_cat=0
split_feature=11 11 160 376 39 13 43 403 156
split_gain=0.152066 0.145603 0.101806 0.0804977 0.0938967 0.115474 0.228248 0.0905668 0.0771758
threshold=0.086080000000000018 0.078065000000000009 -0.54119499999999987 0.086100000000000024 0.10508500000000001 -0.10099999999999999 0.055170000000000004 -0.53454499999999994 0.091335000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 -9
right_child=-2 -3 3 -5 -6 7 -8 8 -10
leaf_value=0.0094788044146102458 -0.0038883735896192866 0.011590650108932196 -0.007635965985148774 -0.0034854623334437573 0.0091339852220046307 -0.0033767280321213996 0.0052533107877147205 0.002656483530624159 0.0069841514127602792
leaf_weight=59 101 52 89 64 60 66 69 1693 126
leaf_count=59 101 52 89 64 60 66 69 1693 126
internal_value=0 0.00277786 0.00257119 0.00238229 0.00256171 0.00236781 -0.00199573 0.00273452 0.00295724
internal_weight=0 2278 2226 2167 2103 2043 158 1885 1819
internal_count=2379 2278 2226 2167 2103 2043 158 1885 1819
is_linear=0
shrinkage=0.16829


Tree=6893
num_leaves=19
num_cat=0
split_feature=1 52 39 50 51 14 15 4 1 151 4 376 4 4 4 475 15 4
split_gain=10.7115 1.78308 1.01396 0.71837 0.510555 0.497385 0.343786 0.335699 0.306566 0.571281 0.324007 0.283688 0.310033 0.536185 0.247376 0.243656 0.242449 0.234001
threshold=0.10538500000000002 -0.40809499999999993 0.081875000000000017 0.10616500000000001 -0.26736499999999991 0.054835000000000009 -0.088324999999999987 -0.50547999999999982 0.083555000000000018 -1.0000000180025095e-35 -0.099704999999999974 0.083785000000000012 0.42098500000000005 0.056640000000000003 0.0015850000000000003 -0.085719999999999977 -0.46503999999999995 0.30163500000000004
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 11 -1 7 -4 -6 10 -10 -9 12 13 -3 -11 -12 -14 -15
right_child=1 3 6 -5 5 -7 -8 8 9 14 15 -13 16 17 -16 -17 -18 -19
leaf_value=0.0012720688692886423 0.0015980332176547482 0.00084064052147920241 0.0014503071763691377 0.0012986199104459515 0.0018198746788883288 0.0018857970405448082 0.0010700304008797084 0.0013552842759124101 0.0012622143956343742 0.0016047134493165334 0.0018306247945542792 0.00067864497646146979 0.00095653627319166072 0.0013405955991319717 0.0013607638489770448 0.0016115026064764393 0.00064890490396951779 0.0010268515595559589
leaf_weight=53 53 99 53 58 70 67 53 53 85 297 61 54 56 52 56 1046 58 55
leaf_count=53 53 99 53 58 70 67 53 53 85 297 61 54 56 52 56 1046 58 55
internal_value=0 0.00102582 0.00157567 0.000955537 0.00159433 0.00160415 0.0012605 0.00159282 0.00158285 0.00150722 0.00161138 0.000902237 0.000939858 0.0010169 0.00156611 0.00162361 0.000800331 0.00117965
internal_weight=0 485 1894 432 1788 1735 106 1668 1598 438 1160 374 320 206 353 1107 114 107
internal_count=2379 485 1894 432 1788 1735 106 1668 1598 438 1160 374 320 206 353 1107 114 107
is_linear=0
shrinkage=0.0032998


Tree=6894
num_leaves=25
num_cat=0
split_feature=2 13 51 12 41 4 52 49 16 4 51 13 51 4 12 16 402 43 42 12 12 12 157 403
split_gain=0.140713 0.14781 0.142262 0.156362 0.141135 0.152146 0.139411 0.126164 0.114624 0.0963073 0.0960964 0.0960748 0.138573 0.1258 0.295181 0.148281 0.10773 0.138256 0.146392 0.0814165 0.0650535 0.0729282 0.0642052 0.0310579
threshold=0.11461500000000001 -0.10099999999999999 0.092235000000000011 0.10771500000000002 0.083525000000000016 -0.15450999999999995 -1.0000000180025095e-35 0.036705000000000008 -0.16238499999999997 0.04105000000000001 -0.085504999999999984 -0.0027149999999999995 -0.070859999999999992 -1.0000000180025095e-35 0.088785000000000017 -0.25959999999999994 0.10052500000000002 0.087840000000000015 -0.015274999999999999 0.086395000000000013 -0.065214999999999981 0.090135000000000007 -0.0036449999999999994 0.10396000000000001
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=4 -2 3 20 5 6 22 11 -9 10 -10 16 -13 14 -14 -15 17 18 -7 -12 -3 -22 -1 -18
right_child=1 2 -4 -5 -6 7 -8 8 9 -11 19 12 13 15 -16 -17 23 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0018294551185425631 -0.0061197050412688699 0.0022758229207031546 0.0099479995689909818 0.0078784727809330154 -0.0046851764983592108 0.0089761450129911234 0.016023390959419046 0.013709340864689928 0.011848747804715629 -0.0012864292495529156 -0.00072356940462278425 -0.0073207088207683053 -0.0088472379087031847 7.7509538820800972e-05 0.0040915138513459813 0.012477699859006014 -0.0043691245255066185 0.011186885200404969 0.0027796443987542826 0.0072635572444601252 -0.0092705917566523952 -0.00044571559478397653 0.0092458517434169142 0.0014299358601248791
leaf_weight=64 82 53 52 55 54 126 52 53 70 53 57 54 77 53 142 57 52 75 772 97 54 53 70 52
leaf_count=64 82 53 52 55 54 126 52 53 70 53 57 54 77 53 142 57 52 75 772 97 54 53 70 52
internal_value=0 0.000124308 0.00204867 0.000129782 0.00378782 0.00402028 0.00860809 0.00354255 0.00651863 0.00513631 0.00666399 0.00286865 0.000573828 0.00187505 -0.000449524 0.0065194 0.00368306 0.0042338 0.00365109 0.00429562 -0.0025226 -0.00491618 0.0057171 -0.00145232
internal_weight=0 349 267 215 2030 1976 186 1790 330 277 224 1460 383 329 219 110 1077 973 898 154 160 107 134 104
internal_count=2379 349 267 215 2030 1976 186 1790 330 277 224 1460 383 329 219 110 1077 973 898 154 160 107 134 104
is_linear=0
shrinkage=0.16829


Tree=6895
num_leaves=25
num_cat=0
split_feature=4 12 14 1 0 2 15 0 12 39 4 0 12 42 158 1419 2 0 4 0 4 0 42 13
split_gain=6.14121 2.24555 1.46038 0.790319 0.483679 0.40865 0.386893 0.343739 0.326006 0.203184 0.2467 0.263591 0.182677 0.171816 0.18737 0.187239 0.16215 0.184179 0.128623 0.114533 0.0947588 0.0947105 0.0574088 0.0572346
threshold=0.30163500000000004 0.054520000000000006 -0.41790499999999997 0.10141500000000002 -0.17785499999999996 0.12330500000000001 0.03981500000000001 -0.070449999999999999 0.085615000000000011 0.081875000000000017 -0.15450999999999995 -0.18901999999999997 -0.073474999999999985 0.095935000000000006 0.080150000000000013 1.0000000180025095e-35 0.08079500000000002 -0.082784999999999984 -0.048624999999999995 -0.087404999999999997 -0.085474999999999982 -0.082164999999999988 0.094225000000000017 0.0061450000000000003
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 3 -2 9 -4 6 13 -5 20 10 -1 -12 -6 14 15 18 21 19 -3 -18 -8 -10 -23 -19
right_child=2 5 4 7 12 -7 8 -9 16 -11 11 -13 -14 -15 -16 -17 17 23 -20 -21 -22 22 -24 -25
leaf_value=0.0011329545731247545 0.0008938688961870146 0.00086011205479979199 0.00056187045748421784 0.00072033256280435874 7.8257577578271309e-05 0.00076736787496059749 0.0013295368322826897 0.00041523840791167835 0.00088945767879214605 0.00074642130152456675 0.0010232391440028398 0.00069062187662506332 0.00031813655367171303 0.00084935769428584238 0.0011634438035417469 0.0011617789862131973 0.0010790618400075833 0.0010825100641265444 0.00099859083504460957 0.0012641948125530762 0.0011599100449438849 0.0011129649921326433 0.00097004286780203114 0.00096474803054966032
leaf_weight=57 62 91 60 97 65 58 74 70 69 76 54 52 75 77 86 69 62 193 485 104 82 71 66 68
leaf_count=57 62 91 60 97 65 58 74 70 69 76 54 52 75 77 86 69 62 193 485 104 82 71 66 68
internal_value=0 0.0009877 0.000451087 0.00076746 0.000313648 0.00104171 0.00105165 0.00059266 0.00110406 0.000889453 0.000955927 0.000860401 0.000207016 0.00100043 0.00101629 0.00099662 0.00107035 0.00110775 0.000976774 0.00119526 0.0012406 0.000992652 0.00104437 0.00105196
internal_weight=0 2061 262 406 200 1655 1597 167 789 239 163 106 140 808 731 645 633 427 576 166 156 206 137 261
internal_count=2323 2061 262 406 200 1655 1597 167 789 239 163 106 140 808 731 645 633 427 576 166 156 206 137 261
is_linear=0
shrinkage=0.0032998


Tree=6896
num_leaves=21
num_cat=0
split_feature=1 12 3 47 3 1 14 52 1 12 1 43 3 0 3 48 1447 13 43 3
split_gain=16.441 2.78552 2.72944 1.01336 1.00554 0.92135 0.88013 0.684813 0.626581 0.614036 0.665996 0.429717 0.396703 0.303747 0.287136 0.209781 0.265639 0.175116 0.253089 0.0896978
threshold=0.10752500000000002 -0.010219999999999998 -0.058704999999999993 1.0000000180025095e-35 0.10632000000000001 0.092655000000000015 0.062655000000000016 -0.070104999999999987 0.13630500000000004 0.091625000000000012 0.087070000000000022 -0.024279999999999996 -0.087454999999999991 -0.087614999999999985 -0.064294999999999977 0.088800000000000004 -0.074869999999999978 0.049530000000000012 -0.083669999999999981 -0.11128999999999999
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 5 7 8 6 -1 9 -2 11 10 15 -4 -12 -14 17 16 -3 18 -11 -19
right_child=2 4 3 -5 -6 -7 -8 -9 -10 14 12 -13 13 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0012005798503230264 0.0013665951363590208 0.0016904554522711812 0.00037929465705662869 0.00085682504627618153 0.0009781537545521799 0.00064935313554262354 0.0018265434811875253 0.00089406257133733524 0.00020129240136017163 0.0011112507414037924 0.0010655775350964156 0.00074891458090878195 0.0012189415915020028 0.0015206961438340939 0.0011388175598445553 0.0013501980553788557 0.0015100671819971527 0.0015542165798205661 0.0013637514849874097 0.0013875918457008606
leaf_weight=68 52 108 75 72 53 65 63 96 95 52 55 64 64 90 69 76 631 71 318 86
leaf_count=68 52 108 75 72 53 65 63 96 95 52 55 64 64 90 69 76 631 71 318 86
internal_value=0 0.00139245 0.000692205 0.000514044 0.00142775 0.000931448 0.00144189 0.00106033 0.000408423 0.00142691 0.00147626 0.000549733 0.00130886 0.00139552 0.00134205 0.00151915 0.00153648 0.00136859 0.00132836 0.00146317
internal_weight=0 1869 454 306 1736 133 1683 148 234 1620 1024 139 209 154 596 815 739 527 370 157
internal_count=2323 1869 454 306 1736 133 1683 148 234 1620 1024 139 209 154 596 815 739 527 370 157
is_linear=0
shrinkage=0.0032998


Tree=6897
num_leaves=20
num_cat=0
split_feature=10 16 160 160 151 48 0 3 49 4 1211 133 4 16 133 133 48 51 4
split_gain=0.321412 0.181216 0.147265 0.174146 0.172275 0.244328 0.134416 0.138104 0.260929 0.178841 0.156127 0.106296 0.144406 0.0784304 0.078362 0.100645 0.0663708 0.0527972 0.0676263
threshold=-1.0000000180025095e-35 -0.088144999999999987 -0.077319999999999986 -0.08292999999999999 0.055020000000000006 0.10255000000000002 -0.17106499999999999 -0.065259999999999999 -0.008964999999999999 -0.018719999999999997 0.077345000000000011 -0.030254999999999994 -0.064534999999999995 -0.34140499999999996 0.085980000000000015 0.089380000000000015 0.12649500000000002 -0.013439999999999999 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 6 -4 8 -8 -9 -10 -2 -13 -11 17 -16 -7 -14 -19
right_child=2 -3 4 -5 -6 16 7 9 10 13 -12 12 14 -15 15 -17 -18 18 -20
leaf_value=-0.011995130389528737 -0.0039930115992484905 0.00097482855440776206 0.012561016086891341 -0.0058702988451698234 0.012078850707886401 -0.0072767854597571863 -0.0036139772332106426 -0.0043689286037755055 0.0068685216405569979 -0.00062492108426697866 9.6521634114672981e-05 0.009686309265575465 3.4471412362680998e-05 0.0064925062808955476 -0.0068120580378572011 0.0032825994398843939 0.0010110315500180562 0.0024237874331481369 0.010831746684124397
leaf_weight=55 56 68 63 77 87 57 83 101 943 63 108 91 56 141 53 59 52 58 52
leaf_count=55 56 68 63 77 87 57 83 101 943 63 108 91 56 141 53 59 52 58 52
internal_value=0 -0.00481014 0.0040236 0.0014861 0.00477273 0.00437705 0.00493584 0.00460076 0.00545633 0.00141383 0.00617435 0.00282314 0.00386244 0.00428567 0.0019496 -0.0014783 -0.00330648 0.00427322 0.00641479
internal_weight=0 123 2200 502 1698 1611 1502 1439 1134 305 1051 425 369 204 278 112 109 166 110
internal_count=2323 123 2200 502 1698 1611 1502 1439 1134 305 1051 425 369 204 278 112 109 166 110
is_linear=0
shrinkage=0.16829


Tree=6898
num_leaves=31
num_cat=0
split_feature=30 15 12 16 15 51 51 0 151 475 151 131 13 4 0 12 0 52 151 52 16 1213 4 12 402 16 133 13 0 15
split_gain=0.254877 0.211005 0.312681 0.190904 0.148221 0.348164 0.194836 0.17238 0.212111 0.171702 0.169121 0.154167 0.156158 0.152887 0.167588 0.149918 0.141708 0.105085 0.102718 0.102256 0.147721 0.0912968 0.0759775 0.0758223 0.0633724 0.0941283 0.0746759 0.0519538 0.0518954 0.0468324
threshold=0.085875000000000021 0.03981500000000001 0.085615000000000011 -0.014754999999999999 -0.047974999999999997 0.030935000000000004 -0.014794999999999997 -0.07883999999999998 -0.073794999999999986 -0.086909999999999987 -0.083694999999999978 0.078765000000000016 -0.071244999999999989 0.51136500000000018 -0.084949999999999984 0.091545000000000015 -0.085154999999999995 0.033770000000000008 -0.13224499999999997 0.085965000000000014 -0.073309999999999986 0.027540000000000002 -0.016164999999999995 0.092465000000000006 0.090075000000000002 -0.07959999999999999 -0.0024749999999999993 -0.048839999999999995 -0.077334999999999987 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 29 10 6 9 8 -8 -6 18 13 -13 14 17 -16 -11 -12 -1 24 21 23 -18 -21 25 26 -4 -27 -22 -3
right_child=-2 2 19 -5 5 -7 7 -9 -10 16 11 12 -14 -15 15 -17 22 -19 -20 20 28 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0027244279647028295 -0.0077685791112392924 0.011323940627125285 0.00070139345505650498 0.018979059166486692 0.0060454560541712164 -0.013245276982297964 0.0023852510423704901 -0.00064773869261125798 0.017083496774016074 -0.011283856951817346 -0.00014340707227702263 0.013778990930540955 0.0024681795931872494 -0.005097462753628248 0.012901222640927966 0.0039841021427287271 -0.0050888336909499371 0.0064418072256879353 -0.0069793909509654082 0.0031864745189251593 -0.0024108571356706529 0.014845840671045026 0.0028714474674607039 0.011485598388663042 0.0067351900844334883 0.0078368515802300556 -0.0068770383979473949 0.0010498467882351056 0.0043100047624214993 0.0048948899073457969
leaf_weight=57 61 57 92 62 59 53 58 82 54 58 260 85 59 59 88 138 72 93 67 80 56 52 64 52 56 54 61 80 77 77
leaf_count=57 61 57 92 62 59 53 58 82 54 58 260 85 59 59 88 138 72 93 67 80 56 52 64 52 56 54 61 80 77 77
internal_value=0 0.00324723 0.00533159 0.0112381 0.00197696 -0.000345739 0.00117972 0.00519453 0.00948795 -0.00189173 0.00326078 0.00417723 0.00915718 0.00305042 0.00388379 0.00746421 -0.00431488 0.00158642 -0.00250428 0.00357481 0.00575586 0.00884645 -0.00132961 0.00646944 0.00155385 0.000536596 -0.00230833 0.00379832 0.00146666 0.00764304
internal_weight=0 2262 856 196 1406 500 447 194 112 253 906 782 144 638 579 226 194 353 124 660 317 184 136 132 343 287 153 134 133 134
internal_count=2323 2262 856 196 1406 500 447 194 112 253 906 782 144 638 579 226 194 353 124 660 317 184 136 132 343 287 153 134 133 134
is_linear=0
shrinkage=0.16829


Tree=6899
num_leaves=27
num_cat=0
split_feature=4 3 10 4 2 1 15 4 0 1 3 3 52 15 3 156 15 3 48 3 4 1211 3 133 16 4
split_gain=17.0858 6.08691 1.80001 0.955313 0.870238 0.764176 0.597848 0.94666 0.575379 0.53379 0.475846 0.369038 0.359494 0.466194 0.582224 0.35494 0.28866 0.261561 0.2609 0.218889 0.171503 0.14168 0.13775 0.135144 0.110275 0.107275
threshold=0.30163500000000004 -0.058704999999999993 -1.0000000180025095e-35 -0.38908499999999996 0.092155000000000015 0.085425000000000015 -0.41606999999999994 0.59999500000000017 -0.13892999999999997 0.09202500000000001 -0.0083149999999999977 0.11372500000000001 -0.5492149999999999 0.041820000000000003 -0.098469999999999988 0.086860000000000007 -0.032264999999999995 -0.080669999999999978 0.086330000000000018 -0.116045 0.0030100000000000001 0.077345000000000011 -0.085754999999999984 0.092120000000000021 0.0073350000000000004 0.020345000000000005
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 4 -3 -4 9 16 7 -2 -8 15 -7 -12 -6 14 -14 18 -5 -16 19 -1 24 -21 -17 -15 -11 -19
right_child=6 2 3 5 12 10 8 -9 -10 20 11 -13 13 23 17 22 -18 25 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.001328734866062083 0.00035619203244040124 5.2745383526510569e-05 0.0010343012896653504 0.0009343163481371011 0.0011563338413678344 0.00022287174540043701 8.7872255719217206e-05 -0.00018344702228545153 -0.00039349119618024652 0.0010526104280947557 0.0007207806164836511 0.0003870975915362966 0.00053657203159389549 0.0011050317552660095 0.0010345468531990567 0.00080032115563456773 0.00061587316576958661 0.00089657379589686633 0.00095370387026491458 0.0011459516551559259 0.00075829022592110193 0.00098818268844807653 0.0010444895640086644 0.00088724898194671642 0.00085540321432593853 0.00069430049212931139
leaf_weight=68 99 59 66 74 54 59 53 55 55 85 83 65 74 87 76 53 55 54 87 608 57 73 52 52 53 67
leaf_count=68 99 59 66 74 54 59 53 55 55 85 83 65 74 87 76 53 55 54 87 608 57 73 52 52 53 67
internal_value=0 0.000925883 0.000591617 0.000670617 0.00102217 0.000599074 3.11199e-05 0.000163235 -0.00015694 0.00107152 0.000474425 0.000574469 0.000901278 0.0008676 0.000787346 0.00110426 0.000798819 0.000881366 0.00112716 0.00114726 0.00091334 0.00112909 0.000921578 0.00102381 0.000977127 0.000784862
internal_weight=0 2061 461 402 1600 336 262 154 108 1136 207 148 464 410 271 941 129 197 836 749 195 681 105 139 138 121
internal_count=2323 2061 461 402 1600 336 262 154 108 1136 207 148 464 410 271 941 129 197 836 749 195 681 105 139 138 121
is_linear=0
shrinkage=0.0032998


Tree=6900
num_leaves=24
num_cat=0
split_feature=1 1 12 1 12 12 12 1 1 475 12 15 1456 47 12 156 402 13 15 403 403 132 12
split_gain=11.9348 1.40993 1.34533 0.844162 0.630591 0.491864 0.452201 0.366056 0.314138 0.283748 0.193893 0.173173 0.1535 0.182545 0.185501 0.153038 0.122287 0.152294 0.0893705 0.0727566 0.062939 0.0543816 0.0265118
threshold=0.10892500000000001 0.12450500000000002 0.077755000000000005 0.092655000000000015 0.085090000000000013 0.087745000000000004 -1.0000000180025095e-35 0.14882500000000001 0.085810000000000011 -0.082449999999999982 -0.077034999999999978 -0.087984999999999994 -0.06457499999999998 0.085270000000000026 0.099815000000000015 0.083125000000000018 0.088090000000000016 -0.091559999999999989 -0.064999999999999988 -0.089974999999999986 -0.0076149999999999994 0.079320000000000015 -0.013764999999999998
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 4 3 15 10 8 -5 11 16 -7 -2 -3 -11 14 21 22 17 -4 -16 -19 -21 -14 -1
right_child=1 7 5 6 -6 9 -8 -9 -10 12 -12 -13 13 -15 18 -17 -18 19 -20 20 -22 -23 -24
leaf_value=0.00086015079767045438 0.00017743828922196081 9.8490954027866026e-05 0.0012116016924406954 0.00035440297535395084 0.00069977548674155746 0.0011080564586375523 0.00070684847056744801 -0.00013598186434020989 0.00078603553311912754 0.00073501731031136029 0.00043901661869684937 0.00032633990027150039 0.00095083138299351642 0.00073737486477990432 0.00094448844592648102 0.0010200076622462427 0.00091541024183156787 0.00092908438185228628 0.00078175869110299289 0.0011528148862558596 0.0010335700442828811 0.00084346061677533001 0.00075788019700777452
leaf_weight=61 52 102 67 77 86 66 83 53 59 74 78 57 530 76 52 52 75 62 155 67 264 64 72
leaf_count=61 52 102 67 77 86 66 83 53 59 74 78 57 530 76 52 52 75 62 155 67 264 64 72
internal_value=0 0.000292516 0.000900981 0.000713552 0.000480191 0.000941097 0.000537454 0.000101134 0.00101699 0.000896738 0.000334656 0.000180394 0.000882036 0.000894401 0.000909256 0.000865662 0.00104239 0.00106302 0.000822808 0.00103759 0.00105781 0.000939322 0.000805051
internal_weight=0 428 1956 345 216 1611 160 212 594 1017 130 159 951 877 801 185 535 460 207 393 331 594 133
internal_count=2384 428 1956 345 216 1611 160 212 594 1017 130 159 951 877 801 185 535 460 207 393 331 594 133
is_linear=0
shrinkage=0.0032998


Tree=6901
num_leaves=23
num_cat=0
split_feature=2 3 39 156 43 42 156 52 4 12 11 3 4 49 16 457 150 16 0 16 43 16
split_gain=0.251532 0.295288 0.240373 0.136192 0.138002 0.134636 0.111368 0.102268 0.142887 0.120015 0.0941641 0.131883 0.0938168 0.0893446 0.103942 0.0810969 0.118322 0.136429 0.0810242 0.0411411 0.0394085 0.0255625
threshold=-0.007134999999999999 -0.015069999999999998 0.10076500000000001 0.083125000000000018 -0.00059999999999999995 -0.072249999999999981 0.087400000000000019 0.086595000000000019 -0.082184999999999994 0.086935000000000012 1.0000000180025095e-35 -0.080734999999999987 -0.078524999999999998 -0.0086549999999999978 0.052915000000000011 0.083925000000000013 0.07536000000000001 -0.14483499999999996 -0.084319999999999992 -0.040964999999999994 -0.078564999999999982 0.41331000000000007
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 -1 3 4 7 -6 -5 15 9 -9 11 -7 -13 -8 -15 16 17 -2 20 -20 -10 -16
right_child=2 -3 -4 6 5 10 13 8 18 -11 -12 12 -14 14 21 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0044609094555065143 0.011505993745494936 -0.010902841375837238 -0.0043001652949481179 0.015145019201593425 -0.0059049808793032281 -0.0032265499018709802 0.012112654758769536 0.018648512881133575 0.0051570143087481621 0.007439642108041088 0.009346619030297678 0.0089534890074367875 0.0024077205986392644 0.00026138745869735698 0.0058650376929027413 0.010473113710530144 -0.0039144656112391416 0.003609437450166144 0.010500613442256135 0.0052899745357051506 -0.0012522433866677721 0.010903756376726463
leaf_weight=75 69 67 84 53 52 99 65 52 54 58 60 76 346 82 69 56 52 633 85 91 54 52
leaf_count=75 69 67 84 53 52 99 65 52 54 58 60 76 346 82 69 56 52 633 85 91 54 52
internal_value=0 -0.00277553 0.00452068 0.00486487 0.00430391 0.00228728 0.00806951 0.00536265 0.00759241 0.0127547 0.00302358 0.00229195 0.00359084 0.00666354 0.0049099 0.00427583 0.00381318 0.00438815 0.0055866 0.00781668 0.00193575 0.00804529
internal_weight=0 142 2242 2158 1837 633 321 1204 394 110 581 521 422 268 203 810 754 702 284 176 108 121
internal_count=2384 142 2242 2158 1837 633 321 1204 394 110 581 521 422 268 203 810 754 702 284 176 108 121
is_linear=0
shrinkage=0.16829


Tree=6902
num_leaves=21
num_cat=0
split_feature=4 3 150 43 3 52 0 15 48 4 475 12 3 0 52 52 4 3 4 475
split_gain=6.06824 2.15375 0.703734 0.469226 0.492757 0.339051 0.305001 0.292514 0.286278 0.225599 0.192364 0.200894 0.187692 0.250138 0.125291 0.108551 0.105157 0.10195 0.100404 0.0832157
threshold=0.30163500000000004 -0.068254999999999982 0.091355000000000006 -0.042649999999999993 0.10812000000000001 -0.0018699999999999999 -0.099329999999999988 -0.42443999999999993 0.086665000000000006 0.053255000000000004 -0.082449999999999982 0.083715000000000026 -0.15680499999999997 -0.064539999999999986 0.10347000000000002 0.0029250000000000005 -0.019794999999999997 0.11745500000000002 -0.082249999999999976 -0.090439999999999979
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 9 3 8 5 -5 17 -8 16 10 19 -12 -13 18 -7 -11 -3 -2 -14 -1
right_child=6 2 -4 4 -6 14 7 -9 -10 15 11 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0010600880598110943 0.00066622389519070701 0.00069386733095907517 0.00048524310933974147 0.001136723411619898 0.0006955508288064206 0.00081121347514258541 0.00045461845305190231 0.00015233362992576538 0.00051218274470632452 0.00084019182287240423 0.00088725480347410937 0.0012387806232748678 0.0011051671179051347 0.00084686696158248512 0.0010176382866904676 0.0010147797473842345 0.00090579450688772702 0.00046357090775871472 0.0010284640510659149 0.0012146679549338573
leaf_weight=69 56 54 70 100 86 94 89 58 60 93 98 54 274 73 52 73 53 56 719 103
leaf_count=69 56 54 70 100 86 94 89 58 60 93 98 54 274 73 52 73 53 56 719 103
internal_value=0 0.000970268 0.000796277 0.000839838 0.000911948 0.000987456 0.000435022 0.000335589 0.000696272 0.00103387 0.00104778 0.00103291 0.00104563 0.00103581 0.000884976 0.000917181 0.00079917 0.000565212 0.00104966 0.00115286
internal_weight=0 2125 569 499 332 246 259 147 167 1556 1390 1218 1120 1066 146 166 107 112 993 172
internal_count=2384 2125 569 499 332 246 259 147 167 1556 1390 1218 1120 1066 146 166 107 112 993 172
is_linear=0
shrinkage=0.0032998


Tree=6903
num_leaves=19
num_cat=0
split_feature=2 2 51 2 49 16 484 2 34 16 2 16 51 13 157 12 2 42
split_gain=0.206785 0.203567 0.117244 0.138737 0.169331 0.171131 0.216976 0.16926 0.112866 0.112648 0.110781 0.110496 0.21686 0.119381 0.140418 0.0892629 0.0761618 0.0151458
threshold=0.17000000000000001 -0.007134999999999999 -0.15758999999999998 0.090000000000000011 -0.012404999999999998 -0.088629999999999987 0.087525000000000019 0.088475000000000012 -0.078549999999999995 0.51400000000000012 0.08647500000000001 0.40304500000000004 -0.071514999999999981 0.17001000000000002 -0.076494999999999994 0.08598500000000002 0.084245000000000014 0.087525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 9 4 10 15 7 -7 -1 -3 -4 12 -5 14 -14 16 -6 -17
right_child=-2 2 3 11 5 6 -8 -9 -10 -11 -12 -13 13 -15 -16 17 -18 -19
leaf_value=0.0035358559007872491 -0.0061906351043042387 0.012795293534192146 0.016345939479604277 -0.0081989180856599075 0.0078437158527105318 0.0019100940511341596 0.013646932723327768 0.011508044831525985 -0.0060205210568000178 0.0039448518269625246 0.0059637866783532403 0.0095847198581715757 0.011168024702596207 -0.0047702235100011564 0.0028502196087756876 0.004809118625530991 0.016915733092073764 0.0084084219072869081
leaf_weight=62 54 96 65 52 54 612 56 57 80 72 54 64 63 52 681 105 53 52
leaf_count=62 54 96 65 52 54 612 56 57 80 72 54 64 63 52 681 105 53 52
internal_value=0 0.00433018 0.00473114 0.00437414 0.00564112 0.00491631 0.00357622 0.00273054 -0.00183537 0.00901294 0.0116498 0.00283291 0.00232122 0.00301072 0.00355696 0.0085897 0.0123541 0.00601269
internal_weight=0 2330 2188 2020 1108 989 725 669 142 168 119 912 848 796 744 264 107 157
internal_count=2384 2330 2188 2020 1108 989 725 669 142 168 119 912 848 796 744 264 107 157
is_linear=0
shrinkage=0.16829


Tree=6904
num_leaves=20
num_cat=0
split_feature=4 12 150 12 52 13 48 11 48 43 160 14 12 12 160 4 4 13 13
split_gain=0.137345 0.185838 0.107584 0.119243 0.279158 0.228255 0.262485 0.135996 0.118835 0.121951 0.105679 0.087096 0.158435 0.0829726 0.0731457 0.0805224 0.050673 0.0361427 0.026347
threshold=0.26900000000000007 0.095330000000000012 0.085210000000000022 0.083825000000000024 -0.087769999999999987 -0.009329999999999998 0.082665000000000016 0.080705000000000013 0.091545000000000015 -0.074359999999999996 -0.53327999999999987 -0.36617499999999997 -0.085719999999999977 0.084405000000000022 -0.22466999999999995 -0.082249999999999976 -0.075414999999999982 -0.026884999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 18 16 -7 10 9 -4 -5 -2 -13 -12 -15 -16 -6 -14 -1
right_child=1 -3 8 7 5 6 -8 -9 -10 -11 13 12 17 14 15 -17 -18 -19 -20
leaf_value=0.0050458508738782902 0.0080230956664866741 -0.0089281097171729738 0.013902667862385924 -0.0034206939583127406 -0.00072750875550186222 -0.011280853331021886 0.0032074445309631544 0.010627315490363895 0.00073029636983862052 0.0043299413224727511 0.010633848342326977 -0.0074877357445141193 0.0068649218525117864 0.0081708054600880421 0.0059393377979878158 0.0026395126457269573 0.0056207881974099337 0.0011319167106024152 0.0099857001502270722
leaf_weight=61 53 54 90 55 60 102 54 88 55 66 53 53 52 101 277 878 86 80 66
leaf_count=61 53 54 90 55 60 102 54 88 55 66 53 53 52 101 277 878 86 80 66
internal_value=0 -8.97742e-06 0.00388112 0.00347513 0.00100453 -0.00177454 -0.00625416 0.00420385 0.00749183 0.00986419 0.00378812 0.00200714 0.000273942 0.00409238 0.00381492 0.00343245 0.00299959 0.00340398 0.00762716
internal_weight=0 292 2092 1881 429 302 156 1452 211 156 1364 238 185 1309 1256 1155 146 132 127
internal_count=2384 292 2092 1881 429 302 156 1452 211 156 1364 238 185 1309 1256 1155 146 132 127
is_linear=0
shrinkage=0.16829


Tree=6905
num_leaves=29
num_cat=0
split_feature=4 52 43 4 4 16 52 39 16 4 16 43 3 12 43 160 42 0 16 42 2 12 3 1 12 4 4 2
split_gain=0.195848 0.202247 0.134493 0.408567 0.17425 0.144976 0.22712 0.130858 0.125064 0.174121 0.123741 0.111999 0.100068 0.096487 0.0917164 0.106661 0.106765 0.0915255 0.0882525 0.141649 0.0858548 0.106101 0.0846181 0.0858135 0.0498852 0.0336947 0.0281993 0.0266015
threshold=0.24099500000000004 0.12371000000000001 -0.080094999999999986 -0.15618499999999999 -0.078129999999999991 -0.015379999999999998 -0.011954999999999999 0.085765000000000022 -0.51433499999999988 0.51286500000000013 -0.18776499999999999 -0.072469999999999993 -0.024114999999999994 0.085185000000000025 -0.085594999999999991 -0.089974999999999986 0.084815000000000015 -0.17106499999999999 -0.082084999999999991 0.086375000000000021 0.10083000000000002 0.085635000000000003 0.0037100000000000002 0.10061500000000002 0.088485000000000022 -0.0076349999999999986 -0.49862999999999996 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 5 13 26 14 -2 12 -6 25 -10 -4 20 -16 -17 -13 19 27 21 -5 23 -19 -23 -12 -7 -15
right_child=1 -3 4 7 10 6 -8 -9 9 -11 11 17 -14 18 15 16 -18 22 -20 -21 -22 24 -24 -25 -26 -27 -28 -29
leaf_value=-0.012630173912227784 0.0022119483541231575 0.0080036756979656853 -8.8677432677643339e-05 0.0091811250719749729 0.010497430443185301 0.009131995570971543 0.01958913095077246 0.010526683697073443 -0.0072780200933259881 -0.01340290732021503 0.009347175069822208 0.0074310974316979259 0.0027064326371258147 0.0029859061039233907 0.0054241537563897435 -0.0090387677096259618 0.00019187952503665131 0.0020421424287850394 0.0020140918946719107 0.015283625843895173 -0.0024463525435049838 -0.0016482576076687734 -0.0057527700715278365 -0.0052063840255214657 0.0042088247865959159 0.004200607093137694 0.004077284911198061 0.0080088299554111862
leaf_weight=53 84 57 86 102 56 67 56 56 53 56 63 60 61 69 57 55 99 412 90 59 55 58 55 52 139 89 62 55
leaf_count=53 84 57 86 102 56 67 56 56 53 56 63 60 61 69 57 55 99 412 90 59 55 58 55 52 139 89 62 55
internal_value=0 -0.00104694 0.00348771 0.00154672 0.00446925 0.00678768 0.0106228 0.00275956 -0.00308506 -0.00571297 0.00286438 0.00227718 -0.0019197 0.00480636 0.00198654 -0.000783726 -0.00309311 0.00120604 0.00635496 0.00848 0.00364282 0.0047689 0.000482919 0.00122594 0.00247528 0.00634554 0.00671653 0.0052283
internal_weight=0 311 2005 674 1331 544 185 621 254 170 787 731 114 359 565 211 154 579 273 183 354 299 519 464 197 152 129 124
internal_count=2316 311 2005 674 1331 544 185 621 254 170 787 731 114 359 565 211 154 579 273 183 354 299 519 464 197 152 129 124
is_linear=0
shrinkage=0.16829


Tree=6906
num_leaves=29
num_cat=0
split_feature=1 2 15 2 42 40 2 49 15 15 52 2 1 16 1429 1 16 1 52 2 15 15 1204 42 52 42 151 16
split_gain=6.77327 1.15308 0.97243 0.806262 0.480989 0.447895 0.430802 0.43075 0.40884 0.323598 0.27345 0.249607 0.197928 0.330987 0.200446 0.169415 0.14674 0.138677 0.126393 0.110014 0.12442 0.10687 0.125745 0.0967263 0.0693055 0.0692945 0.0612933 0.059515
threshold=0.10892500000000001 0.10981000000000002 -0.41880499999999993 0.095935000000000006 0.077855000000000021 -0.012109999999999998 0.14823500000000003 -0.036809999999999996 0.035560000000000008 -0.084059999999999982 -0.0065299999999999993 0.11736500000000001 0.088340000000000016 -0.075434999999999988 0.084770000000000012 0.077300000000000021 0.21684500000000004 0.078435000000000019 0.089325000000000015 0.088210000000000025 0.091435000000000002 0.092400000000000024 -0.082274999999999987 -0.042074999999999994 0.088635000000000005 0.083985000000000018 -0.016164999999999995 -0.13895999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 -4 -5 9 -7 12 27 -10 15 14 -14 17 16 23 18 25 21 -21 22 -12 -9 -24 -1 -15 -3
right_child=1 6 4 5 -6 7 -8 11 10 -11 19 -13 13 26 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29
leaf_value=0.0010733489682065874 0.00034298692431244314 0.00041497990918209777 0.00066086455415144071 0.00060311471777365852 0.0010902045549204238 0.00062757218933555999 0.00013624717137396036 0.0008719206793114119 0.0012563688610573106 0.00065753548018409322 0.00095115119068298504 0.00076506562948857649 0.00064501799272806979 0.00086465578115313023 0.0008287063690624075 0.0010919086782977697 0.0007902551045038599 0.0011473076874991554 0.00084589098194331157 0.00083135886275530668 0.001036633051468524 0.00097149703448532853 0.0011505119402289289 0.0010425091227528858 0.0010322004672794591 0.00096568806452581668 0.0010194068493926593 0.00025711723069011931
leaf_weight=135 55 56 57 66 58 58 73 62 76 52 59 79 56 54 76 97 66 75 60 53 93 103 242 102 79 151 71 52
leaf_count=135 55 56 57 66 58 58 73 62 76 52 59 79 56 54 76 97 66 75 60 53 93 103 242 102 79 151 71 52
internal_value=0 0.000498074 0.000704917 0.000968975 0.000877708 0.000859101 0.000347007 0.000895436 0.00101106 0.000442945 0.00106711 0.000933616 0.000952716 0.000857794 0.000987214 0.000974228 0.000924445 0.00101574 0.000987124 0.00104419 0.000962357 0.00106885 0.00109515 0.000978233 0.0011215 0.00101663 0.000952836 0.000339298
internal_weight=0 403 170 1913 115 530 233 464 1383 160 705 406 678 181 497 327 230 421 346 629 146 483 380 164 321 286 125 108
internal_count=2316 403 170 1913 115 530 233 464 1383 160 705 406 678 181 497 327 230 421 346 629 146 483 380 164 321 286 125 108
is_linear=0
shrinkage=0.0032998


Tree=6907
num_leaves=20
num_cat=0
split_feature=4 124 2 4 15 150 15 43 4 2 150 124 402 4 481 2 15 2 43
split_gain=7.77742 1.6656 1.5144 0.69404 0.558421 0.472356 0.62515 0.470759 0.42273 0.244264 0.479196 0.172174 0.155454 0.170719 0.138356 0.105848 0.099993 0.0766835 0.0763494
threshold=0.30163500000000004 -0.043384999999999993 0.14307 -0.078129999999999991 -0.15614499999999998 0.081245000000000026 -0.46319999999999995 -0.116045 -0.099704999999999974 0.095120000000000024 0.081245000000000026 -0.085779999999999981 0.10306000000000001 -0.088784999999999989 -0.051484999999999996 0.064660000000000009 0.10347000000000002 0.10613000000000002 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 7 -5 6 -2 8 -3 14 16 -1 13 17 -6 -16 -11 -9 -15
right_child=5 2 -4 4 9 -7 -8 12 -10 10 -12 -13 -14 18 15 -17 -18 -19 -20
leaf_value=0.00080246298285033052 0.00053634775165748935 0.00078068077780686076 0.00056661103587266656 0.0013701826751491943 0.0011853575045942836 0.0007020790427970441 0.00015268734723429864 0.0013327186808487254 0.001179601920554536 0.00097866788164721152 0.00066803774537201651 0.00055885676138519929 0.0013975879390553522 0.0011847869934791927 0.0010017163142647968 0.0010868691968426531 0.0011261611514542934 0.0011811548696211661 0.0010487004545182471
leaf_weight=79 97 55 60 58 101 55 89 132 63 224 52 55 54 257 290 406 70 58 61
leaf_count=79 97 55 60 58 101 55 89 132 63 224 52 55 54 257 290 406 70 58 61
internal_value=0 0.0010593 0.0010839 0.00110038 0.00105242 0.000432779 0.000352958 0.00118503 0.000993963 0.00103627 0.000962027 0.000702738 0.00122508 0.00120668 0.00106845 0.00105144 0.00101391 0.00128664 0.00115879
internal_weight=0 2075 1941 1881 1201 241 186 680 118 1143 346 134 562 508 797 696 294 190 318
internal_count=2316 2075 1941 1881 1201 241 186 680 118 1143 346 134 562 508 797 696 294 190 318
is_linear=0
shrinkage=0.0032998


Tree=6908
num_leaves=19
num_cat=0
split_feature=4 15 15 52 1 11 1 16 4 48 15 52 3 403 42 15 4 3
split_gain=0.193217 0.153642 0.162329 0.222571 0.157117 0.249159 0.183838 0.156056 0.188676 0.146271 0.163695 0.145599 0.131522 0.117011 0.1139 0.200588 0.11319 0.0450121
threshold=0.24099500000000004 -0.15614499999999998 -0.094449999999999992 -0.029869999999999997 0.097480000000000011 0.077695000000000014 0.093505000000000019 0.0060650000000000009 -0.44205499999999992 0.084965000000000027 0.016500000000000004 0.12371000000000001 0.12991000000000003 -0.5335399999999999 0.092715000000000006 -0.17677499999999999 -0.013125 -0.077584999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 13 -9 10 16 12 14 -4 15 -2 -6 -5
right_child=11 2 4 17 9 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.012274454487551018 -0.0033253754500705561 -0.0083932437974785362 0.013273933237774125 0.0071918993496036566 0.0061518331619619202 -0.007463768304952695 -0.0035384703364779841 0.010360925515431909 -0.00054909870624388079 0.013597088661406147 0.013209767325405792 0.0076357203165831325 -0.009323957377072074 0.0054029372278334448 -0.0057000656925358809 0.0095004308408306141 -0.0037169657499044042 0.00067893015871211095
leaf_weight=69 71 66 57 57 89 52 78 55 243 97 57 57 52 968 64 67 52 65
leaf_count=69 71 66 57 57 89 52 78 55 243 97 57 57 52 968 64 67 52 65
internal_value=0 0.00445761 0.00417809 -0.000512193 0.00468356 0.00396226 0.00438764 0.00485629 0.00145847 0.00823018 0.00559186 -4.49734e-05 -0.00177567 0.00584239 0.000158564 0.00288863 0.00249953 0.0037366
internal_weight=0 2005 1936 188 1748 1453 1401 1323 298 295 198 311 254 1025 202 138 141 122
internal_count=2316 2005 1936 188 1748 1453 1401 1323 298 295 198 311 254 1025 202 138 141 122
is_linear=0
shrinkage=0.16829


Tree=6909
num_leaves=22
num_cat=0
split_feature=1 15 0 150 2 14 0 42 133 15 160 42 52 42 133 2 481 155 130 13 47
split_gain=4.46536 0.738873 0.632124 0.872424 0.506949 0.428071 0.282369 0.309481 0.392649 0.278597 0.263078 0.193497 0.142458 0.12496 0.124306 0.0854121 0.0799545 0.0650438 0.0588937 0.0628327 0.0726066
threshold=0.10915500000000002 -0.24042999999999998 -0.10653 0.081245000000000026 0.11891500000000001 0.062655000000000016 -0.076209999999999986 0.084145000000000011 0.08517000000000001 -0.10364499999999999 -0.069009999999999988 0.077855000000000021 -0.35673999999999995 0.11819500000000001 0.087195000000000009 0.09857500000000001 -0.085804999999999979 0.097110000000000016 -0.079354999999999981 0.066010000000000013 0.094825000000000007
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=2 10 3 5 11 9 12 14 -9 -1 -2 -3 -4 -10 15 -8 -14 -17 -18 20 -20
right_child=1 4 6 -5 -6 -7 7 8 13 -11 -12 -13 16 -15 -16 17 18 -19 19 -21 -22
leaf_value=0.00082658328540648814 0.00042020223477917836 0.00057766462772233817 0.00073417851284459691 0.00037682610320039325 0.00036300386771865207 0.0010147162175526184 0.0009718958778157196 0.0005001789546581622 0.00085930260479604641 0.00053353448161943477 0.00015589856301802935 0.00082764077416372817 0.001010196995684073 0.00065710264427335657 0.00071852302787017664 0.00077910965457753285 0.00099055449992659886 0.00093297886837738519 0.00088840009177721443 0.00076433509071516692 0.00075632852394599424
leaf_weight=76 73 83 74 77 89 64 91 78 100 68 95 59 58 53 60 86 54 52 815 59 52
leaf_count=76 73 83 74 77 89 64 91 78 100 68 95 59 58 53 60 86 54 52 815 59 52
internal_value=0 0.000437871 0.000821777 0.000677768 0.000559112 0.000789005 0.000846904 0.000782797 0.000691953 0.000688444 0.000270954 0.000681776 0.00087685 0.00078949 0.000855287 0.000890966 0.000886988 0.000837345 0.00087966 0.000873155 0.000880519
internal_weight=0 399 1917 285 231 208 1632 520 231 144 168 142 1112 153 289 229 1038 138 980 926 867
internal_count=2316 399 1917 285 231 208 1632 520 231 144 168 142 1112 153 289 229 1038 138 980 926 867
is_linear=0
shrinkage=0.0032998


Tree=6910
num_leaves=17
num_cat=0
split_feature=4 49 1 40 40 12 42 3 156 12 151 13 42 3 12 12
split_gain=0.194309 0.104862 0.141063 0.122639 0.148724 0.190224 0.29995 0.207578 0.209151 0.133162 0.116413 0.0918047 0.0571661 0.0992777 0.0804868 0.0312712
threshold=0.59999500000000017 -0.015064999999999999 0.085720000000000005 -0.079809999999999978 -0.045684999999999996 0.082295000000000021 0.080840000000000009 0.11924500000000002 0.050840000000000003 0.083795000000000022 -0.081674999999999984 -0.074519999999999989 0.090515000000000012 -0.082709999999999992 0.090465000000000004 0.085905000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -3 -5 6 7 8 -6 -7 -4 -12 14 -14 -11 -1
right_child=-2 3 10 4 5 9 -8 -9 -10 12 11 -13 13 -15 -16 -17
leaf_value=0.0088512384344810787 -0.0055198151882704435 0.012618643253378158 -0.0058794941087807265 -0.003346839315824377 0.013705799337658942 -0.0034356114074026054 0.02051506343525903 -0.0010214813463555207 0.0015987048343111224 0.0050985643964950311 0.0070646382242829263 -0.0013777582794462892 0.011880954848852196 0.0050492791535179816 0.002079590635631273 0.0033564866053025734
leaf_weight=68 56 58 79 62 118 61 52 74 62 630 62 88 73 361 419 54
leaf_count=68 56 58 79 62 118 61 52 74 62 630 62 88 73 361 419 54
internal_value=0 0.00449821 0.00181031 0.00497621 0.00474344 0.00501554 0.00885423 0.0064599 0.00954556 0.0042536 -0.000645045 0.00209979 0.00457109 0.00620253 0.00389441 0.00643386
internal_weight=0 2321 351 1970 1912 1850 306 254 180 1544 229 150 1483 434 1049 122
internal_count=2377 2321 351 1970 1912 1850 306 254 180 1544 229 150 1483 434 1049 122
is_linear=0
shrinkage=0.16829


Tree=6911
num_leaves=15
num_cat=0
split_feature=1 150 13 13 40 2 42 11 43 475 1 42 150 1
split_gain=0.160403 0.088152 0.168953 0.0896052 0.113163 0.158205 0.118709 0.132037 0.126476 0.119588 0.112448 0.0772707 0.063399 0.0563501
threshold=0.15067500000000003 0.08926000000000002 -0.086304999999999979 0.26171000000000005 -0.0067649999999999993 -0.0050599999999999994 0.097785000000000025 0.079300000000000009 -0.064074999999999979 -0.08663499999999999 0.11918000000000002 0.11623000000000001 0.11819500000000001 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 -6 7 9 -8 -7 13 -10 -4 -1
right_child=-2 2 12 -5 5 6 8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.00039898697025522961 -0.0055960073045148726 -0.0074603964808739815 0.0008061577347138535 0.010861727328458338 0.012811843111097846 -0.0032881571854250589 0.014718798595997873 -0.0024139244862947332 0.0087909795559620949 0.0041924497415600833 -0.0061842036050986666 0.0021942512029239042 0.0081269534162264987 0.0065200490957901354
leaf_weight=74 53 56 96 54 60 63 53 101 100 1394 58 103 52 60
leaf_count=74 53 56 96 54 60 63 53 101 100 1394 58 103 52 60
internal_value=0 0.00375403 0.000402993 0.00407564 0.0038974 0.00429606 0.0040134 0.00345938 0.00737811 0.00386776 0 0.00545272 0.00339047 0.00268568
internal_weight=0 2324 204 2120 2066 1874 1814 1558 256 1457 192 203 148 134
internal_count=2377 2324 204 2120 2066 1874 1814 1558 256 1457 192 203 148 134
is_linear=0
shrinkage=0.16829


Tree=6912
num_leaves=13
num_cat=0
split_feature=48 160 52 133 12 151 34 0 457 475 16 160
split_gain=0.121218 0.112337 0.205735 0.11082 0.0982174 0.0889667 0.0968135 0.0809081 0.0988409 0.105357 0.0965445 0.0407257
threshold=0.11951500000000001 -0.24131999999999995 0.24923500000000004 -0.49832499999999996 0.088485000000000022 0.092070000000000013 -0.0011599999999999998 -0.18087499999999998 0.083415000000000017 -0.085774999999999976 -0.0096099999999999988 -0.51146999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 -5 -8 9 -9 -10 -6
right_child=-2 3 4 5 11 -7 7 8 10 -11 -12 -13
leaf_value=-0.0083775695940066976 -0.0033590662488371735 -0.0038024784946534256 0.0085315920640290765 0.010430886604713446 -0.0035405470138400244 -0.0022875283084485007 0.0086951612767007733 -0.0014693335850669569 -0.0060110748689741859 0.0041774516111268483 0.0035687654666915407 0.0031178236107486639
leaf_weight=65 83 56 56 64 52 66 90 99 59 1575 60 52
leaf_count=65 83 56 56 64 52 66 90 99 59 1575 60 52
internal_value=0 0.00317749 -0.00038648 0.00356594 0.00284867 0.00377181 0.00397814 0.00375786 0.00350903 0.00384243 -0.00116581 -0.000194087
internal_weight=0 2294 225 2069 160 2013 1947 1883 1793 1674 119 104
internal_count=2377 2294 225 2069 160 2013 1947 1883 1793 1674 119 104
is_linear=0
shrinkage=0.16829


Tree=6913
num_leaves=24
num_cat=0
split_feature=1 4 2 2 12 12 1 4 15 4 13 4 16 12 15 12 4 4 13 13 15 1212 15
split_gain=10.1326 1.6527 1.18877 1.05202 0.429959 0.378388 0.287634 0.272321 0.296276 0.198989 0.180143 0.174273 0.231732 0.148375 0.128626 0.126796 0.234588 0.12505 0.0855973 0.0837182 0.0829993 0.0631748 0.035203
threshold=0.10752500000000002 0.27287000000000006 0.10859000000000001 0.099675000000000014 0.087495000000000003 0.09697500000000002 0.12958500000000003 -0.090609999999999982 0.03981500000000001 -0.013929999999999998 -0.04009999999999999 0.11057000000000002 -0.095794999999999977 0.089835000000000012 -0.05332499999999999 0.081095000000000014 -0.0030749999999999996 0.0015850000000000003 -0.076494999999999994 -0.085034999999999986 -0.42759999999999992 -0.064959999999999976 -0.044164999999999989
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 10 7 9 22 -3 8 -1 -5 -2 12 13 19 -7 16 -14 21 -4 -9 -8 -17 -6
right_child=1 6 18 4 5 14 20 11 -10 -11 -12 -13 15 -15 -16 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0011758130745768837 0.0011611591179122786 0.0005180803326990677 0.00045360481486803056 0.0010209630648464784 0.0011704821249164912 0.0010970434221036236 0.00035806536739904654 0.0012726913756052991 0.001451236081746888 0.00076205368837419917 0.00089599945498040402 0.00099502318738671079 0.00089242398723827934 0.0011541520184668742 0.00090760911423920846 0.0012692992263100707 0.0012046598233929351 0.0010303475661280186 0.00064078714307174919 0.0014660744578212307 0.00017965388695028269 0.0011768759323532042 0.0013043641193217553
leaf_weight=87 55 93 58 52 53 68 59 52 88 92 61 59 52 53 103 101 56 63 53 56 57 854 52
leaf_count=87 55 93 58 52 53 68 59 52 88 92 61 59 52 53 103 101 56 63 53 56 57 854 52
internal_value=0 0.000593003 0.000788089 0.00114987 0.00100314 0.00107989 0.000380948 0.00119036 0.00131451 0.000855793 0.00102203 0.0011742 0.00118238 0.00130137 0.000983146 0.00116534 0.00105465 0.00117705 0.000543298 0.00137329 0.000270701 0.00118669 0.00123712
internal_weight=0 436 227 1941 420 276 209 1521 175 144 116 1346 1287 161 171 1126 108 1018 111 108 116 955 105
internal_count=2377 436 227 1941 420 276 209 1521 175 144 116 1346 1287 161 171 1126 108 1018 111 108 116 955 105
is_linear=0
shrinkage=0.0032998


Tree=6914
num_leaves=17
num_cat=0
split_feature=4 2 3 2 14 49 4 0 14 0 2 0 2 2 3 16
split_gain=11.1067 3.90515 2.23738 2.17209 1.91127 0.866223 0.793515 0.701324 0.5818 0.644551 0.458609 0.465307 0.392366 0.385517 0.176507 0.166828
threshold=0.30163500000000004 0.10859000000000001 -0.049204999999999992 -0.0050599999999999994 0.062655000000000016 -1.0000000180025095e-35 -0.26545999999999997 -0.066659999999999983 -0.41790499999999997 -0.10075499999999998 0.088745000000000004 -0.13314999999999996 0.12131500000000002 0.074875000000000011 -0.080339999999999981 0.25032500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 -1 6 -4 15 10 -2 -10 13 -12 14 -8 -3 -5
right_child=8 2 5 4 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.00081371637084888938 0.00086315251970046306 0.0014646964152009306 0.00035666651273183697 0.0017813263960576181 0.0019431961383646846 0.00088415533720253724 0.0013381071425429285 0.0010784064086287559 0.0006870299729386535 0.00029749013625180294 0.0010591373961831682 0.0013408446624523635 0.0010093088012905259 0.0014775349433465716 0.0012075506471722456 0.0015262645963920129
leaf_weight=71 60 62 56 54 69 87 362 91 91 95 76 449 60 568 60 66
leaf_count=71 60 62 56 54 69 87 362 91 91 95 76 449 60 568 60 66
internal_value=0 0.00132063 0.000987257 0.0013806 0.00140378 0.000677833 0.00138142 0.00136122 0.000579841 0.000488261 0.00137888 0.00130013 0.00123018 0.0014233 0.00133852 0.00164134
internal_weight=0 2131 325 1806 1735 143 1666 1546 246 186 1455 525 182 930 122 120
internal_count=2377 2131 325 1806 1735 143 1666 1546 246 186 1455 525 182 930 122 120
is_linear=0
shrinkage=0.0032998


Tree=6915
num_leaves=23
num_cat=0
split_feature=2 2 0 2 12 11 159 3 1 2 52 1 0 2 3 42 1 15 0 3 159 0
split_gain=0.258805 0.101173 0.213585 0.126897 0.223543 0.110589 0.145592 0.129478 0.255988 0.257467 0.0749586 0.156645 0.0715699 0.0653095 0.0611147 0.25747 0.102582 0.0652277 0.0457731 0.0740605 0.0228397 0.0223492
threshold=0.17000000000000001 -0.0091949999999999983 -0.070064999999999975 0.085145000000000012 0.083795000000000022 0.086945000000000008 -0.047074999999999999 0.10703500000000001 0.078015000000000015 0.09678500000000001 -0.0093349999999999978 0.091515000000000013 -0.10946999999999998 0.11891500000000001 -0.082224999999999979 0.087505000000000013 0.092485000000000026 0.084785000000000013 -0.088099999999999984 -0.075849999999999987 -1.0000000180025095e-35 -0.089044999999999985
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 2 -1 4 21 6 18 8 12 -10 11 -6 -8 -9 15 17 -16 -12 -5 -20 -18 -3
right_child=-2 3 -4 5 10 -7 7 13 9 -11 14 -13 -14 -15 16 -17 20 -19 19 -21 -22 -23
leaf_value=0.0078076410490389775 -0.0073096490982597186 0.010722897021971822 -0.0062676110888159348 0.01167230989697105 -0.0041644174303984201 0.0096359636119495978 0.0092871148575890562 0.011069629496958767 -0.01056206430968774 0.0010907465591135641 0.0079583190900344523 0.0081142723241449666 0.0030966514212618073 0.0037682743325988593 -0.00011049631189025651 0.018159322303538058 0.0045940616162489052 0.001269822615334219 0.010092441603913625 0.001857853464242619 0.0093888584396637133 0.015313319607464621
leaf_weight=53 55 71 72 60 66 86 57 73 79 167 87 53 803 68 94 54 52 80 62 63 67 59
leaf_count=53 55 71 72 60 66 86 57 73 79 167 87 53 803 68 94 54 52 80 62 63 67 59
internal_value=0 0.00435851 -0.000285331 0.00462306 0.00653166 0.00376313 0.00340918 0.00275336 0.00213881 -0.00264411 0.00505012 0.00128915 0.00350904 0.00756115 0.00607721 0.00804596 0.00402609 0.00476501 0.00782004 0.00595658 0.00730875 0.0128201
internal_weight=0 2326 125 2201 683 1518 1432 1247 1106 246 553 119 860 141 434 221 213 167 185 125 119 130
internal_count=2381 2326 125 2201 683 1518 1432 1247 1106 246 553 119 860 141 434 221 213 167 185 125 119 130
is_linear=0
shrinkage=0.16829


Tree=6916
num_leaves=26
num_cat=0
split_feature=1 2 3 1 11 12 12 2 2 12 12 3 2 3 3 3 12 12 0 1 0 0 151 1 52
split_gain=9.48833 1.79399 1.32016 1.01409 0.88103 0.875113 0.872572 0.647994 0.555569 0.441846 0.399152 0.386918 0.26881 0.228443 0.180283 0.171151 0.250944 0.167991 0.132294 0.129127 0.126202 0.114957 0.11223 0.0898714 0.0748146
threshold=0.10752500000000002 0.13574000000000003 -0.068254999999999982 0.092655000000000015 0.079915000000000014 0.085090000000000013 -1.0000000180025095e-35 0.10322500000000003 0.094120000000000023 0.10266500000000002 0.091545000000000015 -0.083344999999999989 -0.007134999999999999 0.16158000000000003 -0.10175499999999998 -0.08397499999999998 0.096315000000000026 0.095165000000000013 -0.096139999999999989 0.084985000000000019 -0.14097999999999997 -0.061204999999999989 -0.085164999999999977 0.091785000000000019 0.099400000000000016
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=2 5 4 8 7 12 -5 10 19 -7 14 -9 -2 -3 -1 16 -12 -6 -16 -4 -14 -10 -20 24 -17
right_child=1 13 3 6 17 9 -8 11 21 -11 15 -13 20 -15 18 23 -18 -19 22 -21 -22 -23 -24 -25 -26
leaf_value=0.0013314865056135799 0.00037684502279559484 0.00034451331654124657 0.0013135908843044765 0.00042670149467191289 0.0015467484672790062 0.001154397546021273 0.00094097784560453492 0.00069417650231068959 0.00099080375361987848 0.00072532205568441252 0.00080768486843216171 0.0010482906803877129 0.00077134621346724053 6.8841988647649994e-05 0.0010097644917057872 0.0012040787944398994 0.0010885265774553882 0.0012803894252067431 0.0012812427934727347 0.0010931990738551342 0.00055868946252758353 0.00081042322455240814 0.0011547851632749638 0.00099844122600538376 0.0010461589873327641
leaf_weight=74 60 90 64 68 57 52 77 60 94 54 70 79 53 52 64 97 72 52 93 59 77 71 664 71 57
leaf_count=74 60 90 64 68 57 52 77 60 94 54 70 79 53 52 64 97 72 52 93 59 77 71 664 71 57
internal_value=0 0.000549097 0.00108691 0.000925846 0.00113308 0.000695433 0.000700043 0.00111073 0.00103941 0.000936144 0.00113439 0.000895689 0.000560956 0.000243811 0.00117228 0.00104188 0.000950332 0.00142 0.00115789 0.00120816 0.000645659 0.000913399 0.00117037 0.0010995 0.00114586
internal_weight=0 438 1943 433 1510 296 145 1401 288 106 1262 139 190 142 895 367 142 109 821 123 130 165 757 225 154
internal_count=2381 438 1943 433 1510 296 145 1401 288 106 1262 139 190 142 895 367 142 109 821 123 130 165 757 225 154
is_linear=0
shrinkage=0.0032998


Tree=6917
num_leaves=20
num_cat=0
split_feature=2 14 2 0 2 151 43 133 42 1212 159 159 1 2 13 151 4 2 43
split_gain=0.203053 0.129312 0.183909 0.186815 0.106852 0.152082 0.138147 0.254141 0.108561 0.0894599 0.0875926 0.0892112 0.125804 0.55388 0.101436 0.0919076 0.0897487 0.0368245 0.061056
threshold=0.17000000000000001 -0.24175999999999997 -0.0091949999999999983 -0.068669999999999995 0.085600000000000023 -0.0052199999999999989 -0.00067499999999999993 -0.0082649999999999998 0.096415000000000015 0.089785000000000018 -0.047074999999999999 0.082200000000000009 0.078015000000000015 0.09678500000000001 -0.087084999999999982 -0.085134999999999975 0.049545000000000006 0.099675000000000014 -0.078469999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 8 -8 9 -7 17 12 15 -14 -13 -12 -16 18 -6
right_child=-2 2 4 -5 10 6 7 -9 -10 -11 11 14 13 -15 16 -17 -18 -19 -20
leaf_value=0.011058441501748376 -0.005935896937970829 0.0049413068058891344 0.013828042367906348 -0.0087761425324378393 0.0050998198492691474 0.005751480541871197 0.0037767318615507918 0.017126347028790539 -0.0031269311588981359 -0.0015376781120438824 0.0090083188353726178 8.8517960374629217e-07 -0.014445993341533963 0.0032756443256644536 0.010868212077078627 0.0029973136141928083 0.0024608064623885691 0.0041115740908917201 0.013216146743600886
leaf_weight=80 55 52 67 61 54 385 93 72 54 54 82 57 63 241 116 619 53 70 53
leaf_count=80 55 52 67 61 54 385 93 72 54 54 82 57 63 241 116 619 53 70 53
internal_value=0 0.00439625 0.00415815 -0.00244779 0.00450896 0.00617247 0.00539022 0.00961291 0.0039733 0.00485077 0.00365112 0.00314519 0.00246283 -0.000391022 0.00617159 0.00370302 0.0082422 0.0071596 0.00913685
internal_weight=0 2326 2246 113 2133 725 658 165 493 439 1408 1231 1005 304 226 701 169 177 107
internal_count=2381 2326 2246 113 2133 725 658 165 493 439 1408 1231 1005 304 226 701 169 177 107
is_linear=0
shrinkage=0.16829


Tree=6918
num_leaves=9
num_cat=0
split_feature=9 51 1452 15 14 159 14 13
split_gain=0.12765 0.08999 0.146426 0.0975201 0.08431 0.148804 0.0977857 0.108437
threshold=-1.0000000180025095e-35 -0.41109999999999997 0.090425000000000019 0.13393000000000002 -0.24175999999999997 0.11109000000000001 1.0000000180025095e-35 -0.41572999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.0037699469487083247 0.0093012596981094185 0.008935183244685091 0.012223698166419284 -0.0031484099538335742 0.010120767937211311 -0.0043658067978772684 0.009951582345581406 0.0030606947524738936
leaf_weight=67 78 77 53 65 64 70 65 1842
leaf_count=67 78 77 53 65 64 70 65 1842
internal_value=0 0.00366849 0.00347119 0.00325787 0.00345532 0.00324771 0.00351901 0.0032987
internal_weight=0 2314 2236 2183 2118 2041 1971 1906
internal_count=2381 2314 2236 2183 2118 2041 1971 1906
is_linear=0
shrinkage=0.16829


Tree=6919
num_leaves=12
num_cat=0
split_feature=10 41 3 155 1 3 15 1373 1375 12 3
split_gain=0.165651 0.123732 0.117003 0.168649 0.116312 0.0861486 0.111386 0.117985 0.158129 0.0832802 0.0534192
threshold=-0.005834999999999999 0.07831500000000001 -0.15500999999999998 0.082230000000000011 0.11771500000000001 0.12991000000000003 -0.37478999999999996 1.0000000180025095e-35 -0.082349999999999993 0.082530000000000006 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -4 8 -8 -10 -7
right_child=1 -3 5 -5 -6 10 7 -9 9 -11 -12
leaf_value=0.0021139780073373493 -0.0078839123160446434 0.0090483275718676991 -0.0031198194210767765 0.0048526591031389727 -0.0086681469217092019 0.011558896980431123 -0.0060001132631033989 0.010436798575954644 0.0058989207453365045 0.0027196513030194958 0.0045558479297116514
leaf_weight=55 66 98 82 53 58 53 54 62 280 1443 77
leaf_count=55 66 98 82 53 58 53 54 62 280 1443 77
internal_value=0 0.00319039 0.00292501 -0.00219622 -0.00340431 0.00322302 0.00293774 0.00320882 0.00295563 0.00323735 0.00742476
internal_weight=0 2268 2170 119 113 2051 1921 1839 1777 1723 130
internal_count=2381 2268 2170 119 113 2051 1921 1839 1777 1723 130
is_linear=0
shrinkage=0.16829


Tree=6920
num_leaves=19
num_cat=0
split_feature=1 2 16 2 39 3 52 150 1 0 4 16 3 4 4 16 474 4
split_gain=9.99752 1.9255 1.08885 0.698728 0.822149 0.428196 0.339316 0.36703 0.730712 0.407808 0.380849 0.300421 0.273705 0.335799 0.268371 0.20151 0.162332 0.035385
threshold=0.10538500000000002 0.13631000000000001 0.50597000000000014 0.11585500000000001 0.081875000000000017 -0.048154999999999996 -0.55248999999999981 0.083295000000000022 0.085720000000000005 -0.14989499999999997 0.020345000000000005 -0.13895999999999997 -0.00079499999999999981 0.41488500000000006 0.26450500000000005 -0.15796999999999997 0.088510000000000019 0.036620000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 6 14 -1 9 -9 -8 16 -3 -7 -14 -2 -12 -11 -5
right_child=1 11 -4 17 -6 12 7 8 -10 10 15 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0014052469138882459 0.00097172878873190373 0.00041630485616278156 0.0011252636860961417 0.00092281281307073787 0.00081623475864092492 0.00039272926302219666 0.0013751065241623985 0.0011581431980585651 0.00066852740167316926 0.001153982727598123 0.0011450215450637046 9.9174177107632457e-05 0.00079821454745475817 0.00046378891315916013 0.00063787024448682989 0.00089708241352612361 0.0013053545513358304 0.00079420514335379257
leaf_weight=57 55 63 60 56 84 76 91 94 52 1119 59 68 71 62 52 98 87 52
leaf_count=57 55 63 60 56 84 76 91 94 52 1119 59 68 71 62 52 98 87 52
internal_value=0 0.00059689 0.000716973 0.00112012 0.00113616 0.000639338 0.00115235 0.00114332 0.000984001 0.0011593 0.00114486 0.000251956 0.000551895 0.000642582 0.000809809 0.000990481 0.00116493 0.000861217
internal_weight=0 507 376 1849 1741 316 1657 1600 146 1454 1363 131 209 133 107 157 1206 108
internal_count=2356 507 376 1849 1741 316 1657 1600 146 1454 1363 131 209 133 107 157 1206 108
is_linear=0
shrinkage=0.0032998


Tree=6921
num_leaves=21
num_cat=0
split_feature=3 12 156 475 52 12 13 52 12 475 158 0 12 15 52 1210 157 12 3 13
split_gain=0.306572 0.177188 0.15992 0.205877 0.180328 0.250822 0.188565 0.207026 0.106458 0.120424 0.0971993 0.0880166 0.162947 0.0760067 0.0759467 0.0525389 0.0553854 0.035527 0.0345084 0.00910412
threshold=0.37720000000000004 0.084115000000000009 0.097880000000000009 -0.085684999999999997 -0.085009999999999988 0.081420000000000006 -0.087394999999999987 -0.048309999999999992 0.087045000000000025 -0.081629999999999994 0.11651000000000002 0.024745000000000003 0.11999500000000002 -0.025694999999999999 -0.48976999999999993 -1.0000000180025095e-35 -0.076494999999999994 0.085515000000000022 -0.084319999999999992 -0.082689999999999986
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 2 3 -1 13 6 -6 -8 15 -10 11 12 14 -5 -11 -3 -17 18 -18 -19
right_child=-2 8 -4 4 5 -7 7 -9 9 10 -12 -13 -14 -15 -16 16 17 19 -20 -21
leaf_value=0.010103723122598149 -0.0098040990380614257 0.011426766391401565 0.0091305461117123926 0.007817484481172773 0.0058465918090260596 -0.011447095824325284 -0.011800000105223916 -0.00072834487609060861 0.0088440267699204916 -0.0028860640944271859 -0.0044974941389513568 -0.002861816566265738 0.011060972440173995 0.00020857558171967312 0.0031500681513268627 0.010071022238212419 0.0034676626068008182 0.0037361909062757991 0.009445847587384322 0.00061194079913996975
leaf_weight=52 56 52 58 78 92 75 59 255 95 63 52 69 72 72 874 61 57 52 55 57
leaf_count=52 56 52 58 78 92 75 59 255 95 63 52 69 72 72 874 61 57 52 55 57
internal_value=0 0.00279182 0.000646383 -7.14578e-05 -0.00091283 -0.00250389 -0.000847393 -0.00281441 0.00381041 0.00308145 0.0025954 0.00293921 0.00333769 0.00417719 0.00274231 0.00647859 0.00555979 0.00430647 0.00641942 0.00211889
internal_weight=0 2300 741 683 631 481 406 314 1559 1225 1130 1078 1009 150 937 334 282 221 112 109
internal_count=2356 2300 741 683 631 481 406 314 1559 1225 1130 1078 1009 150 937 334 282 221 112 109
is_linear=0
shrinkage=0.16829


Tree=6922
num_leaves=23
num_cat=0
split_feature=1 3 2 3 4 12 12 4 4 34 2 3 4 2 1 16 12 43 481 43 16 4
split_gain=6.50581 1.85692 0.71998 0.703055 0.654322 0.585944 0.437532 0.355741 0.306478 0.232767 0.278245 0.373997 0.230879 0.173428 0.306504 0.150111 0.131004 0.112535 0.110016 0.0762852 0.0953109 0.0689643
threshold=0.10508500000000001 -0.049204999999999992 0.14106500000000002 0.10323000000000002 0.30163500000000004 -0.077034999999999978 0.093270000000000006 -0.50547999999999982 0.03851000000000001 -0.028109999999999996 0.10584500000000001 0.085315000000000016 -0.078664999999999985 0.087675000000000017 0.087135000000000004 -0.0062149999999999992 0.085325000000000012 -0.021544999999999998 -0.08452999999999998 -0.07520499999999998 -0.075199999999999975 -0.011269999999999997
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 4 9 5 21 -1 7 -7 12 -3 -11 -12 -8 15 17 18 -17 -15 -9 -14 -21 -2
right_child=1 2 -4 -5 -6 6 8 13 -10 10 11 -13 19 14 -16 16 -18 -19 -20 20 -22 -23
leaf_value=0.00063365408695068525 0.00098298997191139065 0.00022013044414022787 5.6447649411160403e-05 0.00053047932858327825 0.0004931420717162496 0.0012202152127595103 0.00073446805839752201 0.00082115533308048936 0.00065473864798946805 0.00066793186621871262 0.0001665655144625367 0.00052072632041753907 0.0010177562510023306 0.00096203185168103951 0.00064978394260460724 0.0012048761650994535 0.00097413431819554975 0.00084439991492434702 0.00096880750946419514 0.0010112459646017603 0.00084714262225561309 0.00081242782575494457
leaf_weight=82 57 53 81 56 71 53 98 65 86 55 52 88 73 268 52 55 58 143 541 55 159 55
leaf_count=82 57 53 81 56 71 53 98 65 86 55 52 88 73 268 52 55 58 143 541 55 159 55
internal_value=0 0.000475458 0.000327057 0.000896072 0.000742063 0.000907503 0.000920645 0.000953481 0.000834473 0.000415299 0.000468164 0.000389433 0.00087453 0.000941491 0.000890784 0.000974094 0.00108675 0.00092119 0.000953028 0.000922233 0.000889483 0.000899546
internal_weight=0 512 329 1844 183 1788 1706 1235 471 248 195 140 385 1182 463 719 113 411 606 287 214 112
internal_count=2356 512 329 1844 183 1788 1706 1235 471 248 195 140 385 1182 463 719 113 411 606 287 214 112
is_linear=0
shrinkage=0.0032998


Tree=6923
num_leaves=22
num_cat=0
split_feature=3 12 403 483 51 12 4 3 475 12 4 156 51 1456 13 483 12 49 4 52 4
split_gain=0.233284 0.138816 0.218974 0.135846 0.152596 0.100052 0.0970346 0.27154 0.0914481 0.0879497 0.122592 0.086256 0.103559 0.0678262 0.0672685 0.0586127 0.0657024 0.0680143 0.0857806 0.0465447 0.0315013
threshold=0.37720000000000004 0.084345000000000017 -0.021474999999999998 0.086010000000000017 0.10174000000000001 0.093270000000000006 -0.078664999999999985 -0.10919499999999999 -0.085684999999999997 0.11999500000000002 0.03851000000000001 0.093425000000000022 -0.014904999999999998 -0.081149999999999986 -0.053824999999999991 0.087605000000000002 0.092395000000000019 0.084620000000000015 -0.0057949999999999989 -0.14765999999999999 -0.051459999999999992
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 2 -1 4 8 13 7 -7 -4 10 19 12 -10 -3 -12 16 17 18 -15 -8 -21
right_child=-2 5 3 -5 -6 6 9 -9 11 -11 14 -13 -14 15 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.0073341231944356218 -0.0080216199779489517 0.0098489296297296462 0.0086502986431999697 0.0090465749696259298 -0.0068661685236521891 0.0051652443015320348 -2.2835079256430782e-05 -0.010652217635976739 -0.0044964319779661078 0.0084881684197292712 0.0012947209651828623 0.0077060783982735278 0.0019120909842883531 0.004679467925571207 -0.0063166245854902291 -0.00037865791424681038 0.010296259475987304 0.0086206319101678926 -0.00090457965674213938 0.0037807555303534489 0.0078764840340662008
leaf_weight=78 56 76 55 71 59 68 56 56 89 78 79 55 360 521 56 62 61 99 91 142 88
leaf_count=78 56 76 55 71 59 68 56 56 89 78 79 55 360 521 56 62 61 99 91 142 88
internal_value=0 0.00296365 0.00111201 0.00207078 0.00126645 0.00388891 0.00224054 -0.00196364 0.00212803 0.00328887 0.00232131 0.00141271 0.000637803 0.00501543 -0.00184927 0.00457281 0.00497279 0.00451354 0.00384622 0.00429622 0.00535563
internal_weight=0 2300 767 689 618 1533 623 124 559 499 421 504 449 910 135 834 772 711 612 286 230
internal_count=2356 2300 767 689 618 1533 623 124 559 499 421 504 449 910 135 834 772 711 612 286 230
is_linear=0
shrinkage=0.16829


Tree=6924
num_leaves=14
num_cat=0
split_feature=3 42 14 51 1 4 3 1 3 151 15 3 12
split_gain=0.161439 0.171436 0.165118 0.101835 0.14733 0.145185 0.305458 0.10388 0.123887 0.102901 0.142567 0.110455 0.094673
threshold=0.37720000000000004 -0.14666499999999996 0.078320000000000015 0.10174000000000001 0.13368000000000005 -0.049744999999999991 -0.053499999999999992 0.080270000000000022 -0.11327499999999999 -0.083969999999999975 -0.41971499999999995 -0.015259999999999998 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -5 -7 8 -3 11 -11 -9 -10
right_child=-2 2 -4 5 -6 6 -8 9 12 10 -12 -13 -14
leaf_value=0.0097557217707628131 -0.0066716634085190142 0.011243885056111605 -0.0070968951508557157 0.0053217531435821525 0.0099801714383847429 0.0024415937210856848 -0.014518541376568987 -0.0093128555519812889 0.0039729356113319897 -0.0054219225020254733 0.0025878522192374258 0.0012923782484345525 0.00014660177010541512
leaf_weight=88 56 56 53 61 77 71 52 53 809 70 614 58 238
leaf_count=88 56 56 53 61 77 71 52 53 809 70 614 58 238
internal_value=0 0.00246543 0.00217458 0.00240302 0.0027561 -0.00137712 -0.00471394 0.00246208 0.00351972 0.000992436 0.00176551 -0.0037552 0.00310486
internal_weight=0 2300 2212 2159 1975 184 123 1898 1103 795 684 111 1047
internal_count=2356 2300 2212 2159 1975 184 123 1898 1103 795 684 111 1047
is_linear=0
shrinkage=0.16829


Tree=6925
num_leaves=18
num_cat=0
split_feature=1 132 16 124 12 52 16 1 52 160 51 123 133 52 51 132 12
split_gain=0.234093 0.0908535 0.0878251 0.0823066 0.111503 0.0844079 0.12435 0.119516 0.101295 0.0936985 0.0807201 0.0711092 0.067935 0.061666 0.0597195 0.0497935 0.0334405
threshold=0.14720000000000003 0.082150000000000015 -0.031434999999999998 -0.051674999999999992 -0.083114999999999981 -0.14488499999999996 0.21684500000000004 0.091485000000000025 -0.54604999999999992 0.11799000000000001 0.093530000000000016 0.084600000000000022 0.11667000000000001 -0.51745999999999992 0.11524000000000002 0.10994000000000002 0.087745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 4 11 7 9 13 -9 10 12 -1 -7 -5 -12 -3 -15
right_child=-2 2 -4 5 -6 6 -8 8 -10 -11 14 -13 -14 16 -16 -17 -18
leaf_value=-0.0018066540983123565 0.01326246728147854 0.0049841289294418655 -0.004704478853274123 -0.0005069781156241763 -0.0071442256312545631 0.0033193396773910032 -0.0040324917626424935 0.0054855022856418606 0.015425738508145052 -0.0036001087780568432 0.010425959186692438 0.006020861772136934 -0.00023113471617653913 0.0087737868334610471 0.0038334891807964445 -0.0018117156931858037 0.0028091429144954999
leaf_weight=66 59 73 92 78 52 1146 74 66 53 58 73 65 175 52 86 52 57
leaf_count=66 59 73 92 78 52 1146 74 66 53 58 73 65 175 52 86 52 57
internal_value=0 0.00251982 -0.000751981 0.0028586 -0.000543076 0.00318409 0.00269558 0.00575168 0.00992776 0.00302047 0.00328114 0.00206351 0.00284763 0.00308457 0.00687152 0.00214268 0.00567114
internal_weight=0 2318 217 2101 183 1918 1612 306 119 1538 1480 131 1321 187 159 125 109
internal_count=2377 2318 217 2101 183 1918 1612 306 119 1538 1480 131 1321 187 159 125 109
is_linear=0
shrinkage=0.16829


Tree=6926
num_leaves=10
num_cat=0
split_feature=2 39 13 10 1453 14 14 49 43
split_gain=0.152109 0.114162 0.102022 0.10729 0.0707191 0.0710577 0.0672609 0.0841237 0.0196136
threshold=-0.14847999999999997 0.098905000000000007 -0.42334499999999992 -0.011559999999999999 -0.077764999999999987 0.076175000000000007 -0.072219999999999993 0.0016050000000000003 -0.051239999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8 -3
right_child=1 8 3 4 5 -7 7 -9 -10
leaf_value=0.010763909028720596 0.0093420849735484542 -0.0052620204365324084 -0.0052173298887133223 0.0080274884650976229 0.0072365143394473447 0.0079651692763240568 0.0024403902228421958 -0.00023719951894310667 -0.0007335770922481912
leaf_weight=59 58 59 54 61 68 59 1480 427 52
leaf_count=59 58 59 54 61 68 59 1480 427 52
internal_value=0 0.00210254 0.00236787 0.00217881 0.00237031 0.00219976 0.00202662 0.0018399 -0.00315677
internal_weight=0 2318 2207 2149 2095 2034 1975 1907 111
internal_count=2377 2318 2207 2149 2095 2034 1975 1907 111
is_linear=0
shrinkage=0.16829


Tree=6927
num_leaves=27
num_cat=0
split_feature=3 4 4 13 4 4 13 3 4 52 52 49 49 52 3 13 13 129 3 51 160 4 52 52 3 4
split_gain=3.11783 0.979707 0.714765 0.40464 0.364006 0.225589 0.163509 0.157912 0.149082 0.126013 0.132145 0.119625 0.125648 0.128028 0.105186 0.101004 0.0956364 0.114119 0.086128 0.0716065 0.0709528 0.0846685 0.149499 0.0624442 0.0453245 0.0238205
threshold=-0.052614999999999995 0.27161500000000005 0.24099500000000004 -0.00038499999999999998 0.0071200000000000005 0.018150000000000003 -0.081849999999999992 0.094285000000000008 -0.081374999999999989 -0.087239999999999984 -0.060549999999999993 0.10470500000000001 -0.046739999999999997 0.10303500000000002 0.095555000000000015 -0.013514999999999998 -0.041479999999999996 0.082815000000000014 -0.082334999999999978 -0.085574999999999984 -0.077459999999999987 -0.075414999999999982 -1.0000000180025095e-35 0.31838000000000005 -0.081979999999999983 0.41257000000000005
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 3 6 5 14 9 8 -3 -1 -2 -11 12 -8 16 -5 23 18 -18 -14 -10 24 -22 -23 -15 -21 -4
right_child=1 7 25 4 -6 -7 11 -9 19 10 -12 -13 13 15 -16 -17 17 -19 -20 20 21 22 -24 -25 -26 -27
leaf_value=0.001110891110778961 0.00070894222606730816 0.00035018089063655204 0.00072288008558834215 0.00086723243768128142 0.00065231988562656162 0.00079698456157179399 0.00077898439133997348 0.00054647492608046906 0.0010858581813854031 0.00040651677080329727 0.00063574334442374845 0.0008085055441326369 0.0010056135779173091 0.0010009953234712239 0.0010559113390914917 0.0007384492133195535 0.0010136367139165659 0.00088928610245446612 0.00085477955322156378 0.00082287151345275392 0.00090466814574999526 0.00094142036261188637 0.0011448503681740221 0.00084827335917703845 0.00094697452033549263 0.0006197560836756716
leaf_weight=97 54 88 62 92 75 74 58 94 52 61 52 100 63 55 54 54 396 108 146 68 100 94 73 76 77 54
leaf_count=97 54 88 62 92 75 74 58 94 52 61 52 100 63 55 54 54 396 108 146 68 100 94 73 76 77 54
internal_value=0 0.000657315 0.00092645 0.000738216 0.00084072 0.000644073 0.000944454 0.000451757 0.000990801 0.000576105 0.000512313 0.000919799 0.000931404 0.000941209 0.000937259 0.000862001 0.000961711 0.00098706 0.000900415 0.00096562 0.000950358 0.000983539 0.00103056 0.000912662 0.000889017 0.000675178
internal_weight=0 644 1733 462 221 241 1617 182 561 167 113 1056 956 898 146 185 713 504 209 464 412 267 167 131 145 116
internal_count=2377 644 1733 462 221 241 1617 182 561 167 113 1056 956 898 146 185 713 504 209 464 412 267 167 131 145 116
is_linear=0
shrinkage=0.0032998


Tree=6928
num_leaves=20
num_cat=0
split_feature=1 52 3 14 14 4 3 4 1 42 1 4 1 1447 160 160 3 16 13
split_gain=6.68415 2.3099 0.891612 0.667391 0.579992 0.522064 0.374792 0.363626 0.531732 0.301971 0.234623 0.207381 0.157366 0.150943 0.140844 0.121155 0.11108 0.108669 0.0255771
threshold=0.10312500000000001 -0.24526499999999998 -0.058704999999999993 0.062655000000000016 -1.0000000180025095e-35 0.053255000000000004 -0.10468499999999999 -0.11205499999999999 0.078340000000000007 0.091090000000000018 0.092900000000000024 -0.033449999999999987 0.11091000000000002 -0.085644999999999985 -0.44664999999999994 0.066685000000000008 0.12991000000000003 -0.072729999999999975 -0.054464999999999993
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 6 5 -4 7 -3 8 -1 12 13 -12 -6 -9 -15 18 -14 -16 -7
right_child=1 2 4 -5 9 15 -8 10 -10 -11 11 -13 16 14 17 -17 -18 -19 -20
leaf_value=0.00067386274323020211 0.001129756456137385 0.00060543589306219286 0.00069591197993450606 0.0013562588064118205 0.00055188627903651603 0.00077448105647669088 0.00096061431306834581 0.00122856239953988 0.0010578636317833733 0.00013911929984829628 0.0010390159545890739 0.00077172358485554711 0.00024525970183349405 0.00091101659138655405 0.0011038806494213787 0.00099404242976979147 0.00043354420912460929 0.0010364672530929376 0.00086535242260459987
leaf_weight=71 81 79 73 66 67 84 56 65 90 53 74 58 59 67 560 62 85 548 79
leaf_count=71 81 79 73 66 67 84 56 65 90 53 74 58 59 67 560 62 85 548 79
internal_value=0 0.000614563 0.000526076 0.00102889 0.000435056 0.00101658 0.00075303 0.00103849 0.00088874 0.000362792 0.00105603 0.000921836 0.000418808 0.00107029 0.0010615 0.000867202 0.000356645 0.00107057 0.000818739
internal_weight=0 553 472 1824 337 1758 135 1533 161 264 1372 132 211 1240 1175 225 144 1108 163
internal_count=2377 553 472 1824 337 1758 135 1533 161 264 1372 132 211 1240 1175 225 144 1108 163
is_linear=0
shrinkage=0.0032998


Tree=6929
num_leaves=15
num_cat=0
split_feature=40 1 403 133 42 160 403 160 0 0 0 42 130 12
split_gain=0.195356 0.176378 0.0791209 0.0652568 0.0905565 0.131427 0.154227 0.109066 0.0873548 0.102964 0.119767 0.0512305 0.0638885 0.0327389
threshold=0.051255000000000002 0.14109500000000003 0.41115000000000007 -0.14755499999999996 0.091545000000000015 0.11655500000000001 0.087905000000000025 0.089965000000000017 -0.079724999999999976 -0.076209999999999986 -0.071339999999999987 0.083585000000000007 0.084355000000000027 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 6 7 -5 13 -10 -11 12 -1 -6
right_child=-2 -3 -4 4 8 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.00016930961137860386 -0.0063970295501016884 0.011493705865261213 0.0087938581711565055 0.0037681312929781969 -0.00079070769479259821 -0.0034441196242433582 -0.0044336364010659586 0.010258937419463028 0.0089821632896746537 -0.0062794357283298616 0.0027639930497850231 0.0097425489875013586 0.0072969260237909141 -0.006232207798699394
leaf_weight=57 57 77 72 1327 81 75 62 78 53 53 190 69 74 52
leaf_count=57 57 77 72 1327 81 75 62 78 53 53 190 69 74 52
internal_value=0 0.00356471 0.00329171 0.00310841 0.00281279 0.00341473 0.00376661 0.00412975 0.00064496 0.00225812 0.000784165 0.00601279 0.00403454 -0.00293172
internal_weight=0 2320 2243 2171 1971 1542 1467 1405 429 296 243 200 131 133
internal_count=2377 2320 2243 2171 1971 1542 1467 1405 429 296 243 200 131 133
is_linear=0
shrinkage=0.16829


Tree=6930
num_leaves=21
num_cat=0
split_feature=1 1 4 4 1 2 2 2 14 4 15 484 16 2 0 2 16 394 51 50
split_gain=12.702 1.77148 1.3042 1.26819 0.905042 0.795532 0.793052 0.70131 0.547018 0.493056 0.381462 0.342985 0.269415 0.258714 0.166093 0.158231 0.278812 0.153541 0.11719 0.112752
threshold=0.11230000000000001 0.095025000000000012 -0.03463999999999999 -0.020619999999999996 0.12394500000000001 0.11366500000000002 1.0000000180025095e-35 0.11461500000000001 0.062655000000000016 0.0015850000000000003 -0.032264999999999995 -0.084699999999999984 0.40052000000000004 0.13538500000000001 -0.14989499999999997 0.089690000000000006 -0.13644999999999999 0.0041850000000000004 0.11178000000000002 0.077805000000000013
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 5 -2 12 7 8 -5 -4 9 11 -7 19 -3 -6 -8 -11 -17 18 -13 -1
right_child=2 3 4 6 13 10 14 -9 -10 15 -12 17 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0013547745615918201 0.001001226584645981 0.0010717083336240958 0.00094645512337376012 0.0010463494723322669 0.00040697475876570976 0.0011550251938202078 0.00073354048454935157 0.00043584421229972208 0.0015645516126331891 0.0012415552477977915 0.00078893699997727488 0.0012551133420253238 0.0013586066551349405 0.0001570161396344252 0.00046798600642818246 0.001199787498107541 0.00093262154939722022 0.0014318969582146714 0.0010904026224450615 0.0015569821502053592
leaf_weight=84 52 81 52 76 95 69 53 68 63 77 58 977 67 87 52 82 93 54 53 53
leaf_count=84 52 81 52 76 95 69 53 68 63 77 58 977 67 87 52 82 93 54 53 53
internal_value=0 0.00119654 0.000518025 0.000974807 0.000434708 0.00124039 0.000788983 0.000657403 0.00126123 0.00124823 0.000988113 0.00127586 0.00120183 0.000287683 0.000602363 0.00111423 0.00105801 0.00125593 0.00124667 0.00143326
internal_weight=0 1992 354 329 302 1663 181 120 1536 1473 127 1221 148 182 105 252 175 1084 1030 137
internal_count=2346 1992 354 329 302 1663 181 120 1536 1473 127 1221 148 182 105 252 175 1084 1030 137
is_linear=0
shrinkage=0.0032998


Tree=6931
num_leaves=12
num_cat=0
split_feature=157 12 40 0 52 0 4 0 0 157 47
split_gain=0.245328 0.252659 0.18646 0.146206 0.261351 0.145882 0.140124 0.174165 0.215071 0.164187 0.134871
threshold=-0.22439999999999996 0.11844 0.051255000000000002 0.062580000000000011 -0.079324999999999993 0.0037850000000000002 0.00077000000000000018 -0.15061499999999997 -0.11208499999999998 -0.013144999999999999 0.11635500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 -9 -8 -11
right_child=1 -3 -4 4 -6 -7 9 8 -10 10 -12
leaf_value=0.012542545165486059 0.01294592510408135 -0.0062256105837411287 -0.0067482225566441699 0.0013191696521957519 0.017008650091275467 -0.0041195894636402155 -0.0079748660514435774 -0.0059208405698207272 0.00415301808213904 0.0027431045895765891 -0.0060455617586151443
leaf_weight=72 60 89 55 63 58 82 53 63 1214 482 55
leaf_count=72 60 89 55 63 58 82 53 63 1214 482 55
internal_value=0 0.00255738 0.00291596 0.00316634 0.0088546 0.00282285 0.00311921 0.00407293 0.00365462 0.000954931 0.00183962
internal_weight=0 2274 2185 2130 121 2009 1927 1337 1277 590 537
internal_count=2346 2274 2185 2130 121 2009 1927 1337 1277 590 537
is_linear=0
shrinkage=0.16829


Tree=6932
num_leaves=14
num_cat=0
split_feature=9 10 157 2 2 483 42 1211 0 394 3 52 3
split_gain=0.175544 0.271699 0.180492 0.127413 0.184147 0.115107 0.10378 0.12231 0.124876 0.0848885 0.0678843 0.0613729 0.042151
threshold=-0.080554999999999974 -0.014199999999999999 -0.15918499999999997 0.114805 0.12162000000000002 -0.095084999999999989 -0.0043149999999999994 0.077345000000000011 -0.17785499999999996 0.0047000000000000011 0.10449500000000002 0.096285000000000009 -0.049204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 9 8 -8 11 12 -7 -6
right_child=1 2 3 4 10 6 7 -9 -10 -11 -12 -13 -14
leaf_value=0.011614676496071411 -0.0091139505271106286 0.010516977559995266 0.0087461480435834325 -0.0075703736604965984 0.0018563252304865593 0.0029472278693859627 0.0076488920143959254 0.0079158322700638595 0.00058039868368064084 0.010779511268469284 0.0055277349506213068 0.0087399027579272062 -0.0041121044194812103
leaf_weight=57 59 76 85 87 79 452 76 79 1048 52 79 59 58
leaf_count=57 59 76 85 87 79 452 76 79 1048 52 79 59 58
internal_value=0 0.0021517 0.00245057 0.00216512 -0.00102966 0.00268907 0.00239651 0.00151165 0.00105994 0.00428407 0.00159648 0.00361957 -0.000657342
internal_weight=0 2289 2230 2154 303 1851 1766 1203 1124 563 216 511 137
internal_count=2346 2289 2230 2154 303 1851 1766 1203 1124 563 216 511 137
is_linear=0
shrinkage=0.16829


Tree=6933
num_leaves=21
num_cat=0
split_feature=1 52 484 12 12 15 150 12 1 1 151 484 13 0 12 159 15 159 13 16
split_gain=7.60199 1.74496 1.05474 0.739867 0.654362 0.528043 0.536657 0.509804 0.817996 0.496823 0.358652 0.315414 0.295946 0.261276 0.257196 0.229243 0.202048 0.134269 0.16108 0.0628267
threshold=0.10538500000000002 -0.40809499999999993 -1.0000000180025095e-35 -0.029844999999999997 0.11628000000000001 -0.016434999999999995 0.081245000000000026 -0.10853999999999998 0.13554500000000003 0.092655000000000015 -0.06568499999999998 -0.084699999999999984 -0.088444999999999982 -0.14151499999999997 -1.0000000180025095e-35 0.087575000000000014 -0.14820999999999998 -0.040234999999999993 -0.092879999999999976 0.0023100000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 5 6 12 -4 10 -1 -9 19 -5 -13 -12 16 -14 -15 -19 -7
right_child=1 2 7 4 -6 11 -8 8 -10 -11 14 13 15 17 -16 -17 -18 18 -20 -21
leaf_value=0.0010570021447057457 0.001172415457803835 0.00099373380469783474 0.0007959208783049214 0.0013008284741848177 0.00080722834608109217 0.0012501707401753311 0.00081535150878514571 0.00035633090885268248 0.00016844994188498715 0.00061265883648115168 0.00045589360425011118 0.0013738737151721093 0.0012065257211878752 0.00099738770123325286 0.00073128662231112921 0.0012408998438292762 0.00098798330895064957 0.00097989849380864121 0.0011560448238142791 0.0014223589975084874
leaf_weight=53 56 52 52 61 78 53 99 77 87 58 59 52 56 80 103 62 316 64 776 52
leaf_count=53 56 52 52 61 78 53 99 77 87 58 59 52 56 80 103 62 316 64 776 52
internal_value=0 0.000623954 0.000552444 0.00108764 0.00110428 0.00111812 0.00103858 0.000491645 0.000443002 0.00082514 0.000542796 0.00116196 0.00108315 0.00114315 0.000631207 0.00105248 0.00102098 0.00113007 0.00114267 0.00133578
internal_weight=0 486 430 1860 1749 1671 594 378 326 111 239 1077 495 972 162 434 372 920 840 105
internal_count=2346 486 430 1860 1749 1671 594 378 326 111 239 1077 495 972 162 434 372 920 840 105
is_linear=0
shrinkage=0.0032998


Tree=6934
num_leaves=27
num_cat=0
split_feature=1 52 484 40 150 157 10 133 133 3 48 43 133 151 3 484 3 3 1 52 3 43 52 43 42 42
split_gain=10.8339 2.23512 0.89008 0.706842 0.573645 0.551923 0.454611 0.390812 0.353726 0.321332 0.282671 0.258922 0.603302 0.266319 0.499224 0.252616 0.2242 0.208887 0.19372 0.16451 0.0784299 0.0548516 0.0646539 0.0592739 0.0519108 0.0376982
threshold=0.10538500000000002 -0.40809499999999993 -1.0000000180025095e-35 -0.012109999999999998 0.089910000000000018 -1.0000000180025095e-35 -0.062879999999999978 0.088385000000000005 -0.035819999999999991 -0.020854999999999995 0.082225000000000006 0.0066850000000000008 -0.043354999999999998 -0.086769999999999986 -0.15680499999999997 0.085225000000000009 0.10449500000000002 -0.08322499999999998 0.13148500000000005 -0.0082999999999999984 -0.082284999999999983 -0.094699999999999993 0.093245000000000008 -0.036794999999999994 0.089005000000000015 0.091435000000000002
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=3 -2 -3 10 7 -6 -4 11 -8 -10 -1 13 17 -5 -15 -16 -11 -13 -18 20 -9 -21 23 -23 -19 -24
right_child=1 2 6 4 5 -7 8 19 9 16 -12 12 -14 14 15 -17 18 24 -20 21 -22 22 25 -25 -26 -27
leaf_value=0.00078405419365110824 0.0012874255943721336 0.00099144828914313372 0.00024231112353829834 0.0011004031042689344 0.0012226041357981726 0.00076919182882980385 0.00033831669867592697 0.0011428850703080291 0.00080873962758125134 0.00041747555593193639 0.0011302189016361098 0.0014503840539235465 0.00088820688623959918 0.0015930323098213768 0.0013190310477092905 0.0011346664963559213 0.00051727959840816692 0.001137444168001846 0.00079264164455360555 0.0012927352577413818 0.0009574919106515703 0.0010395760157731805 0.0013013423728533413 0.0011940291596627078 0.0012850244887214371 0.0011714646051952712
leaf_weight=53 56 52 52 66 64 55 57 54 76 79 52 55 58 69 757 94 60 70 54 67 54 57 59 65 52 59
leaf_count=53 56 52 52 66 64 55 57 54 76 79 52 55 58 69 757 94 60 70 54 67 54 57 59 65 52 59
internal_value=0 0.000666803 0.000585896 0.0012203 0.0012361 0.00101334 0.000530012 0.00125228 0.000575795 0.000625985 0.000955824 0.0012823 0.00118228 0.0013061 0.00132082 0.00129871 0.000553837 0.00127844 0.000648023 0.00116388 0.00105051 0.00120364 0.00117862 0.00112216 0.00120064 0.0012367
internal_weight=0 486 430 1860 1755 119 378 1636 326 269 105 1221 235 986 920 851 193 177 114 415 108 307 240 122 122 118
internal_count=2346 486 430 1860 1755 119 378 1636 326 269 105 1221 235 986 920 851 193 177 114 415 108 307 240 122 122 118
is_linear=0
shrinkage=0.0032998


Tree=6935
num_leaves=14
num_cat=0
split_feature=14 43 43 1348 50 1446 133 403 133 13 50 16 43
split_gain=0.136363 0.117871 0.153896 0.109222 0.117594 0.105388 0.111012 0.117486 0.105772 0.0958029 0.0873303 0.0846994 0.0148666
threshold=-0.31058999999999998 -0.23919999999999997 -0.15582499999999996 0.084370000000000014 0.10672000000000002 0.037915000000000011 0.091745000000000007 0.10724000000000002 0.41038000000000002 -0.082404999999999992 0.13257000000000002 -0.076269999999999991 -0.49218499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 -3 4 5 6 7 -4 -8 -7 11 -6 -2
right_child=1 2 3 -5 10 9 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0030604868156991288 0.011033322985165126 -0.0051096602302207307 0.003348901543288799 -0.0034502745283620144 0.0035776467968264667 0.0053919865582407233 0.0094558522582472264 0.0096835423291378106 0.0023036077866682987 0.01422965188459412 0.0060050030060812857 -0.0049596984423538795 0.0072957622255750048
leaf_weight=75 64 52 1290 52 52 83 205 89 83 61 57 89 66
leaf_count=75 64 52 1290 52 52 83 205 89 83 61 57 89 66
internal_value=0 0.00422084 0.00391675 0.00414536 0.00434286 0.00476869 0.0043893 0.00375904 0.00740085 0.0091482 0.000438938 -0.00179843 0.00914961
internal_weight=0 2243 2113 2061 2009 1811 1667 1379 288 144 198 141 130
internal_count=2318 2243 2113 2061 2009 1811 1667 1379 288 144 198 141 130
is_linear=0
shrinkage=0.16829


Tree=6936
num_leaves=27
num_cat=0
split_feature=1 4 123 150 4 1 4 2 4 0 4 4 0 4 13 13 0 151 159 160 2 160 133 4 43 2
split_gain=9.51045 1.25187 0.838918 0.644263 0.526056 0.434997 0.337419 0.601975 0.264285 0.340069 0.225421 0.208734 0.157561 0.137152 0.125699 0.168693 0.178701 0.123964 0.1258 0.1157 0.1146 0.107409 0.0815661 0.0796259 0.0683737 0.0491334
threshold=0.10335000000000001 0.30163500000000004 1.0000000180025095e-35 0.07536000000000001 -0.078129999999999991 0.13662500000000002 -0.35136499999999998 1.0000000180025095e-35 -0.5031049999999998 -0.066659999999999983 0.055260000000000011 0.51286500000000013 -0.089704999999999993 -0.081479999999999983 -0.078734999999999986 -0.081164999999999987 -0.090374999999999983 -0.00016499999999999997 -0.26307999999999993 0.066685000000000008 0.087405000000000024 -0.085684999999999983 0.08709500000000002 -0.080164999999999986 -0.0049499999999999987 0.085465000000000013
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 3 4 6 8 11 -2 -8 -1 12 14 -3 -10 24 15 16 25 -16 -19 22 -18 -20 -12 -15 -14 -6
right_child=1 5 -4 -5 10 -7 7 -9 9 -11 19 -13 13 23 17 -17 20 18 21 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0016742857979488545 0.0013484102233528774 0.00089849316304608227 0.0010138730562321758 0.00078461087171831519 0.0014201918950873613 0.00050788396081873153 0.0012105255189841424 0.00079797844413438007 0.0016210903357175141 0.0012247984523981285 0.0011253700465134219 0.00064185392174840759 0.0014379682472717187 0.0016387215915437626 0.0012025326344607425 0.0015920791469316304 0.0012548678994565587 0.0012093348022890202 0.0015248363441310972 0.0013720145981028927 0.0014028075328031088 0.00135462914671979 0.0012956020538815063 0.0014567846265916627 0.0013053378260158071 0.0015722923055230425
leaf_weight=63 53 96 67 91 53 85 95 66 73 69 86 56 257 60 73 53 111 58 52 59 137 275 55 58 59 58
leaf_count=63 53 96 67 91 53 85 95 66 73 69 86 56 257 60 73 53 111 58 52 59 137 275 55 58 59 58
internal_value=0 0.000878436 0.00137802 0.00101848 0.00139228 0.000698058 0.00111777 0.00104163 0.00146781 0.00144517 0.00134714 0.000804174 0.00147509 0.00145045 0.00137051 0.00141374 0.00138731 0.00133154 0.00135591 0.0012453 0.00133673 0.0013818 0.00119202 0.00154959 0.00141332 0.00149999
internal_weight=0 542 1776 305 1709 237 214 161 639 576 1070 152 507 434 870 412 359 458 385 200 248 327 141 118 316 111
internal_count=2318 542 1776 305 1709 237 214 161 639 576 1070 152 507 434 870 412 359 458 385 200 248 327 141 118 316 111
is_linear=0
shrinkage=0.0032998


Tree=6937
num_leaves=29
num_cat=0
split_feature=3 2 2 2 15 2 3 15 15 52 3 15 15 3 15 52 52 3 484 42 3 42 50 159 52 129 47 160
split_gain=8.35663 2.81684 1.99772 1.22217 0.832069 0.749045 0.624826 0.382239 0.363643 0.348933 0.330755 0.301455 0.258037 0.242937 0.191259 0.167363 0.149126 0.175419 0.141816 0.127869 0.149596 0.116117 0.097613 0.152667 0.0895869 0.0859574 0.0561921 0.0351698
threshold=-0.057369999999999997 0.11693000000000002 -1.0000000180025095e-35 0.114165 -0.0036549999999999998 0.099450000000000024 -0.10175499999999998 -0.014614999999999998 0.095545000000000005 -0.069034999999999985 0.20828500000000003 -0.077809999999999976 -0.098454999999999973 -0.0005399999999999999 -0.10312999999999999 0.10539000000000001 -0.014759999999999997 -0.082284999999999983 -0.084699999999999984 0.085315000000000016 -0.083039999999999989 0.093985000000000013 0.077805000000000013 0.084205000000000016 -0.040589999999999994 0.087825000000000014 0.079365000000000005 -0.16066999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 7 5 9 -5 11 15 -4 14 22 -2 -7 -3 18 17 -13 -9 25 -21 -10 23 26 -6 -20 -1 -24
right_child=1 10 4 6 24 13 -8 8 21 -11 -12 16 -14 -15 -16 -17 -18 -19 19 20 -22 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0011560389048420414 0.00043686601841992368 0.00049133052403236438 0.0013877339117989464 0.0007568931257738267 0.0014615304384428755 0.00065534910123539534 0.0011947009746783091 0.0015058041923909193 0.0013059247821245238 0.0010303649683460474 0.00034272922387490663 0.0013507604118412923 0.00076340722231191846 0.00096137432565043617 0.00073769775006584358 0.0015443670702848613 0.0010228727104070327 0.0010871991985947373 0.0014099182597851203 0.001155914163137354 0.0013520145937440677 0.0011366579937941935 0.0013240819796114282 0.0013990498517149075 0.0012604102528545251 0.0012753869709214497 0.0012804178100842454 0.00146010444199078
leaf_weight=96 53 65 55 65 54 54 80 82 99 68 68 56 54 62 76 72 76 59 357 69 127 90 52 72 52 68 85 52
leaf_count=96 53 65 55 65 54 54 80 82 99 68 68 56 54 62 76 72 76 59 357 69 127 90 52 72 52 68 85 52
internal_value=0 0.000850054 0.000996621 0.00128908 0.00111891 0.00101042 0.000998685 0.00131691 0.00135688 0.00119045 0.000532907 0.00124653 0.000601992 0.000819218 0.000624374 0.00138887 0.00113925 0.00121585 0.0013729 0.00135529 0.00128316 0.00122551 0.00130382 0.00126726 0.0013632 0.00138848 0.00121464 0.00139243
internal_weight=0 661 452 1657 345 239 145 1512 964 123 209 548 107 116 141 775 191 115 703 621 196 189 357 253 106 425 181 104
internal_count=2318 661 452 1657 345 239 145 1512 964 123 209 548 107 116 141 775 191 115 703 621 196 189 357 253 106 425 181 104
is_linear=0
shrinkage=0.0032998


Tree=6938
num_leaves=17
num_cat=0
split_feature=4 12 3 2 3 42 16 4 0 3 0 4 12 16 481 0
split_gain=9.88639 2.59033 1.92008 0.852279 0.599038 0.656691 0.567491 0.445183 0.244711 0.257845 0.204954 0.173985 0.168246 0.161292 0.142376 0.0891572
threshold=0.30163500000000004 -0.007389999999999999 0.12031000000000001 0.12827000000000002 0.13772500000000001 0.086700000000000013 -0.090639999999999984 -0.078129999999999991 0.057400000000000007 -0.080884999999999985 -0.052619999999999993 -0.0049999999999999984 0.092255000000000018 -0.48186499999999993 -0.073474999999999985 -0.092319999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 5 15 -1 8 9 12 13 -8 -3 -9 -15 -2
right_child=4 2 -4 -5 -6 -7 11 10 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.001111706717076737 0.00085096047787653077 0.0012872686078868993 0.00072436809625923894 0.00084240771013884301 0.00019541102754969071 0.00036269224206864097 0.00064232945765902675 0.0014009483506807025 0.0011563616095487616 0.0015033089159643385 0.0010118144169087538 0.00088163629273832044 0.0014518050127875276 0.0013402777534066424 0.0012019438989433451 0.00065611381180498993
leaf_weight=58 52 389 81 56 58 86 98 57 84 102 53 52 87 95 854 56
leaf_count=58 52 389 81 56 58 86 98 57 84 102 53 52 87 95 854 56
internal_value=0 0.00118313 0.00122226 0.00124494 0.000490569 0.00057863 0.000833379 0.00125801 0.00132573 0.00135028 0.00121565 0.000725524 0.00131742 0.00122635 0.00121583 0.000750255
internal_weight=0 2066 1858 1777 252 194 208 1721 662 578 1059 150 476 1006 949 108
internal_count=2318 2066 1858 1777 252 194 208 1721 662 578 1059 150 476 1006 949 108
is_linear=0
shrinkage=0.0032998


Tree=6939
num_leaves=20
num_cat=0
split_feature=4 40 13 4 15 15 0 0 15 43 0 15 0 1213 50 4 0 403 15
split_gain=4.2855 1.09501 0.895996 0.568239 0.646251 0.621162 0.369642 0.317945 0.327176 0.333888 0.235149 0.203826 0.382566 0.181868 0.176407 0.167806 0.152063 0.135228 0.0296795
threshold=0.30163500000000004 -0.026419999999999996 -0.16392499999999996 -0.49269499999999994 0.054100000000000002 -0.008094999999999998 -0.078964999999999994 -0.18560999999999997 -0.41606999999999994 -0.072174999999999975 -0.089704999999999993 -0.10556999999999998 -0.095584999999999989 -0.021674999999999996 0.091130000000000017 -0.018719999999999997 -0.10946999999999998 -0.083919999999999981 0.091570000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 11 -1 -2 9 -9 18 16 -13 17 -15 -7 -5 -12 -6
right_child=7 2 3 4 10 15 -8 8 -10 -11 13 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.00072773026391583764 0.00058498361282903434 0.00049886785330376983 0.0011136231085644389 0.001045957977674396 0.0011285138876574248 0.00047323241560700695 0.0004174818064557463 0.0001934657274722853 8.437252259017854e-05 0.00052365291635821402 0.0011104873108263365 0.00062098460910982214 0.00083882263650734902 0.00088704783909141882 0.00069902246608273999 0.00071438621595123651 0.00084006614980449768 0.00092673143599040673 0.001007998570789074
leaf_weight=86 60 75 98 74 52 72 83 56 52 84 62 108 505 407 65 58 90 173 58
leaf_count=86 60 75 98 74 52 72 83 56 52 84 62 108 505 407 65 58 90 173 58
internal_value=0 0.000830729 0.000853442 0.000868019 0.000854037 0.000793122 0.000575568 0.000374655 0.000308744 0.00039183 0.000921619 0.000828551 0.000800501 0.000899216 0.000861229 0.000581095 0.000933183 0.000975362 0.00106529
internal_weight=0 2066 1897 1822 1724 907 169 252 192 140 817 777 613 707 472 130 164 235 110
internal_count=2318 2066 1897 1822 1724 907 169 252 192 140 817 777 613 707 472 130 164 235 110
is_linear=0
shrinkage=0.0032998


Tree=6940
num_leaves=18
num_cat=0
split_feature=1 52 1 39 3 14 3 3 3 52 50 52 1 3 3 42 52
split_gain=17.3305 3.17618 1.38615 1.38383 1.39511 0.922519 0.89904 0.508353 0.382645 0.461168 0.367 0.306334 0.304155 0.207138 0.450991 0.192488 0.10596
threshold=0.10538500000000002 -0.29521499999999995 0.13662500000000002 0.081875000000000017 0.10323000000000002 0.062655000000000016 -0.029309999999999996 -0.086049999999999988 -0.11197999999999998 -0.101225 0.12394500000000001 -0.24264499999999997 0.14741000000000001 0.0025650000000000004 0.13772500000000001 0.098515000000000019 -0.53283999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 5 8 7 -3 9 -1 11 16 -4 -8 -15 -13 -10
right_child=1 2 12 -5 -6 -7 13 -9 10 -11 -12 15 -14 14 -16 -17 -18
leaf_value=0.0014505824640318916 0.0014182267517260502 0.0007210638662168801 0.00042654467598087392 0.00099341135282966721 0.0008836225892988077 0.0017870805063018456 0.00042842025937013734 0.0011552848558663825 0.0013704655712010539 0.0010557966369318301 0.0011496533070831387 0.0014483215144236723 9.3316297614764009e-05 0.00086616954861538952 0.00045020044497974684 0.0013253011992149667 0.0011753067816254468
leaf_weight=56 55 66 66 103 58 67 84 54 59 79 60 1110 55 54 61 167 73
leaf_count=56 55 66 66 103 58 67 84 54 59 79 60 1110 55 54 61 167 73
internal_value=0 0.000670165 0.000576577 0.00136619 0.00138838 0.00140588 0.000690719 0.000916757 0.00138993 0.00121982 0.00140554 0.00141641 0.000275368 0.000554237 0.000645831 0.00143226 0.0012628
internal_weight=0 495 440 1832 1729 1671 319 120 1604 135 1469 1409 121 199 115 1277 132
internal_count=2327 495 440 1832 1729 1671 319 120 1604 135 1469 1409 121 199 115 1277 132
is_linear=0
shrinkage=0.0032998


Tree=6941
num_leaves=21
num_cat=0
split_feature=1 1 1 0 12 0 12 15 12 1 0 1 0 1 52 51 132 15 15 12
split_gain=13.4269 2.10059 0.943322 1.42921 0.892303 0.772832 0.765202 0.423082 0.355185 0.306529 0.352702 0.421772 0.213706 0.196513 0.258893 0.144247 0.121204 0.112648 0.24922 0.0641104
threshold=0.10892500000000001 0.13210500000000003 0.098420000000000021 0.04939000000000001 0.085090000000000013 0.10396000000000001 -1.0000000180025095e-35 -0.26826999999999995 0.091545000000000015 0.092860000000000012 -0.14216999999999999 0.083065000000000014 -0.099329999999999988 0.12030000000000002 -0.023474999999999996 1.0000000180025095e-35 0.082150000000000015 -0.074959999999999985 -0.039984999999999993 0.10444500000000002
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 4 5 6 13 8 -4 -3 9 10 11 -1 -12 14 -2 17 -14 -10 -19 -20
right_child=1 7 3 -5 -6 -7 -8 -9 15 -11 12 -13 16 -15 -16 -17 -18 18 19 -21
leaf_value=0.001639548912877107 0.00047233957113277725 5.7958953238812927e-05 0.00046495579384595774 0.0014169781226425846 0.00096256964245363145 0.0008109032464046511 0.00095453632681997166 0.00039229136816271821 0.0012566999488349811 0.0009800212855515108 0.0010541091422505938 0.0012167030278892584 0.0012487518603515099 0.00038203740210561167 0.000798216096605558 0.00099314235264653787 0.0010959148985584123 0.00091888115884814262 0.0011316510955275267 0.0012518585072648627
leaf_weight=52 56 88 53 53 88 59 103 78 90 52 78 53 821 53 52 80 65 57 225 71
leaf_count=52 56 88 53 53 88 59 103 78 90 52 78 53 821 53 52 80 65 57 225 71
internal_value=0 0.000503103 0.00115806 0.000947991 0.000694852 0.00118382 0.00078843 0.000215267 0.00119718 0.00123065 0.00124281 0.00142645 0.00122277 0.000548302 0.000629569 0.00112538 0.00123758 0.00114918 0.00112167 0.0011606
internal_weight=0 415 1912 209 249 1703 156 166 1644 1121 1069 105 964 161 108 523 886 443 353 296
internal_count=2327 415 1912 209 249 1703 156 166 1644 1121 1069 105 964 161 108 523 886 443 353 296
is_linear=0
shrinkage=0.0032998


Tree=6942
num_leaves=22
num_cat=0
split_feature=4 40 15 0 15 52 43 16 0 15 16 4 0 14 4 0 376 0 0 15 4
split_gain=11.7335 4.32088 1.20886 1.23875 2.08359 0.597334 0.575301 0.461992 0.457092 0.4452 0.436056 0.415764 0.8689 0.412779 0.343971 0.315574 0.273031 0.187871 0.145444 0.11359 0.0595791
threshold=0.27161500000000005 -0.026419999999999996 0.03981500000000001 -0.10891999999999999 -0.10114499999999998 0.044705000000000002 -0.15429499999999996 -0.54057999999999995 -0.12608499999999997 0.13106500000000001 -0.06421499999999998 -0.37626499999999991 -0.052619999999999993 -0.36617499999999997 -0.090609999999999982 0.10798500000000001 0.080200000000000007 -0.07883999999999998 -0.076539999999999983 0.084425000000000014 -0.071794999999999984
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 16 3 4 -3 7 -5 -2 -4 14 -6 15 17 -9 -10 -8 -1 -13 19 -16 -20
right_child=5 2 8 6 10 -7 11 13 9 -11 -12 12 -14 -15 18 -17 -18 -19 20 -21 -22
leaf_value=0.00094288508549989966 0.00075976030435739752 0.0014686181574525496 0.0017349980306124494 0.0010155689269697058 0.00095756019574894135 0.00086123258487522678 0.0017234603095534428 0.00062336379533901713 0.0017102505744011091 0.0011438424968937221 0.00052787273144084222 0.0014077255912849263 0.000968998498634187 0.00025653490788869954 0.0013333093908068046 0.0013928312995285851 0.00066314447065617935 0.0012705642246508152 0.0012953234794332328 0.0014876449720671624 0.0014348078161014112
leaf_weight=75 52 74 64 54 52 64 59 54 58 52 52 473 64 89 64 72 80 150 95 466 64
leaf_count=75 52 74 64 54 52 64 59 54 58 52 52 473 64 89 64 72 80 150 95 466 64
internal_value=0 0.00132917 0.00137213 0.00129663 0.00104489 0.000583882 0.00134798 0.000492673 0.00146394 0.00144219 0.000743055 0.00136988 0.00133701 0.000395304 0.00146291 0.00154201 0.00079873 0.00137476 0.00144204 0.00146907 0.00135169
internal_weight=0 2068 1913 1050 178 259 872 195 863 799 104 818 687 143 747 131 155 623 689 530 159
internal_count=2327 2068 1913 1050 178 259 872 195 863 799 104 818 687 143 747 131 155 623 689 530 159
is_linear=0
shrinkage=0.0032998


Tree=6943
num_leaves=19
num_cat=0
split_feature=4 16 16 16 1 51 48 1 1 2 16 2 16 51 0 13 16 0
split_gain=0.243245 0.182073 0.13643 0.121839 0.182387 0.235092 0.160862 0.134821 0.108153 0.103455 0.0870525 0.0848148 0.158809 0.104167 0.0965832 0.0939322 0.058134 0.0514251
threshold=0.26900000000000007 -0.48186499999999993 -0.49181999999999998 0.62720500000000012 0.10296000000000001 0.095260000000000011 0.10990500000000002 0.11367000000000001 0.11181500000000001 0.11237500000000002 -0.09391999999999999 0.082295000000000021 -0.0074349999999999998 0.086090000000000014 -0.074434999999999987 -0.089189999999999978 -0.0094449999999999968 -0.066849999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 11 7 16 -2 -4 -7 12 14 15 -3 -13 -6 -9
right_child=2 3 9 -5 6 10 -8 17 -10 -11 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.018737479426298397 0.0020842375906392585 0.012161128273062202 -0.0054215381612842438 0.016675510076819364 0.0025722804972899945 0.0085941006490190888 0.013384329207091981 0.0032290983199019414 0.012014168457751722 0.0040636160369647211 -5.2961097416472624e-05 0.0052137447550503618 0.018704870228576882 0.016155154171631988 0.0041884202282698206 0.0098383720759237601 -0.0052622522868207887 0.0106113523859841
leaf_weight=60 52 211 52 62 54 52 52 52 79 87 89 145 91 66 55 958 53 57
leaf_count=60 52 211 52 62 54 52 52 52 79 87 89 145 91 66 55 958 53 57
internal_value=0 0.00957361 0.00418856 0.00929739 0.00906005 0.00971629 0.00497143 0.00293778 0.00808623 0.000502288 0.00312328 0.0103243 0.0126109 0.00962445 0.0105194 0.00923205 -0.00129159 0.00710603
internal_weight=0 2057 270 1997 1935 1667 268 216 131 139 141 1526 357 1169 266 1103 107 109
internal_count=2327 2057 270 1997 1935 1667 268 216 131 139 141 1526 357 1169 266 1103 107 109
is_linear=0
shrinkage=0.16829


Tree=6944
num_leaves=21
num_cat=0
split_feature=1 52 123 1 14 42 4 39 52 48 13 1 133 481 4 52 52 133 13 42
split_gain=19.4737 3.43155 1.79431 1.74994 1.08704 0.841547 0.793741 0.670598 0.469719 0.379539 0.525481 0.311038 0.309345 0.259511 0.253238 0.363145 0.24208 0.180249 0.124035 0.0780126
threshold=0.10538500000000002 -0.29521499999999995 1.0000000180025095e-35 0.13630500000000004 0.062655000000000016 1.0000000180025095e-35 0.03851000000000001 0.084600000000000022 0.0029250000000000005 0.091545000000000015 -0.078734999999999986 0.14741000000000001 -0.0036349999999999998 -0.050084999999999991 0.26450500000000005 -0.063789999999999986 -0.090234999999999996 0.082410000000000011 0.0032950000000000006 -0.089024999999999979
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 -2 4 5 6 14 9 -7 17 12 -11 -5 18 -14 15 -3 -15 -8 19 -1
right_child=1 3 -4 11 -6 7 8 -9 -10 10 -12 -13 13 16 -16 -17 -18 -19 -20 -21
leaf_value=0.0017330154248023017 0.0015069579394222958 0.00056466373383436087 0.0009476938897093639 0.00044738815167062696 0.0018986866652234671 0.0012398712422331372 0.0011015239886495319 0.00073121065163781374 0.0014904528415353314 0.0015741502437050965 0.001149453079274362 0.00011474739448627538 0.0016411420332271892 0.0015580746952276936 0.00049193920491122584 0.00093318431863459992 0.0014225761049565509 0.0013412417221682197 0.0014451517771853664 0.0015904560422192755
leaf_weight=55 55 65 70 70 68 58 101 56 88 56 76 55 100 204 82 54 555 55 62 342
leaf_count=55 55 65 70 70 68 58 101 56 88 56 76 55 100 204 82 54 555 55 62 342
internal_value=0 0.000729398 0.0014672 0.000632123 0.00148782 0.000763287 0.0014713 0.000990312 0.00129612 0.00150076 0.00132989 0.000301308 0.00151784 0.00148028 0.000634351 0.000732188 0.00145904 0.00118627 0.00158806 0.00161029
internal_weight=0 495 1832 440 1762 315 1694 114 244 1450 132 125 1318 859 201 119 759 156 459 397
internal_count=2327 495 1832 440 1762 315 1694 114 244 1450 132 125 1318 859 201 119 759 156 459 397
is_linear=0
shrinkage=0.0032998


Tree=6945
num_leaves=17
num_cat=0
split_feature=1 3 16 14 3 3 16 124 48 15 1 0 3 0 0 159
split_gain=18.0579 2.53553 1.48382 1.16066 1.00341 0.912578 0.868484 0.813336 0.660937 0.350322 0.348062 0.331385 0.277077 0.291012 0.181191 0.164173
threshold=0.10335000000000001 -0.036004999999999988 -0.28430999999999995 0.062655000000000016 0.30112000000000005 -0.11128999999999999 0.062365000000000011 -0.076779999999999987 0.083570000000000019 0.12164500000000002 0.11726500000000001 -0.081854999999999997 0.08734500000000002 -0.079249999999999987 -0.062694999999999987 -0.021869999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 8 6 -1 -7 11 12 -4 -3 13 15 -15 -9
right_child=1 4 10 -5 -6 7 -8 9 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.00093663474680543324 0.00059182455089897229 0.00041301781030641448 0.0013328793207383687 0.0018505407722186893 0.00027038630460034458 0.0010711777077614115 0.0014809417360813013 0.0014009800417214082 0.0009210787409343618 0.0011805898342236525 0.0010056950621192588 0.00072087483816561789 0.0012691302828251949 0.0013546859113927757 0.0015258689636494936 0.0015211164100527744
leaf_weight=82 62 87 89 69 94 65 53 156 79 52 61 69 81 305 92 825
leaf_count=82 62 87 89 69 94 65 53 156 79 52 61 69 81 305 92 825
internal_value=0 0.000740726 0.00102235 0.0014293 0.000559149 0.00141229 0.00115059 0.00143468 0.000674505 0.0014503 0.00120006 0.000549411 0.00145989 0.00147107 0.00139444 0.00150205
internal_weight=0 541 212 1780 329 1711 135 1576 235 1511 150 156 1459 1378 397 981
internal_count=2321 541 212 1780 329 1711 135 1576 235 1511 150 156 1459 1378 397 981
is_linear=0
shrinkage=0.0032998


Tree=6946
num_leaves=21
num_cat=0
split_feature=1 50 47 0 0 0 1 2 484 15 15 0 0 2 403 1 1 12 2 2
split_gain=0.321231 0.303376 0.196856 0.18988 0.272232 0.167667 0.200483 0.103288 0.0929952 0.267984 0.152133 0.113255 0.0933244 0.107167 0.085074 0.0915467 0.0796801 0.0739874 0.0600608 0.0531056
threshold=0.098370000000000027 0.10616500000000001 0.10350500000000001 0.076335000000000014 -0.014334999999999999 -0.14012999999999998 0.11869500000000001 0.11018500000000002 0.062030000000000009 -0.006494999999999999 -0.067469999999999988 -0.14216999999999999 -0.095419999999999991 0.091595000000000024 -0.52017999999999986 0.09166500000000001 0.13767000000000004 0.085090000000000013 0.11280000000000003 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 8 18 7 17 11 10 -10 19 13 -13 -14 -16 -8 -7 -2 -1
right_child=1 -3 -4 -5 -6 6 16 -9 9 -11 -12 12 14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.013136488647492943 -0.0051309510070717233 0.017434728228662891 0.012787949576966008 0.0020644244512304246 0.023385321741372433 0.007960979905909011 -0.0023952964951193942 0.0033832175045637718 0.005778357139381898 -0.0018252665146807352 0.016858028606300972 0.0033945799960197055 0.0066701557500295321 0.011910685902662504 0.01157345048796099 0.017737302871001202 0.0053797783933186476 0.015777332890564478 0.0022384651997508082 0.020533654375328208
leaf_weight=62 61 65 84 65 52 71 81 59 68 60 74 92 93 78 926 75 69 69 64 53
leaf_count=62 61 65 84 65 52 71 81 59 68 60 74 92 93 78 926 75 69 69 64 53
internal_value=0 0.00654184 0.00526974 0.0110183 0.0113736 0.0039336 0.00582881 0.009332 0.0109774 0.00757875 0.0115649 0.0114739 0.0110096 0.00731254 0.0115825 0.0120371 0.00116926 0.0118262 -0.00134344 0.0165612
internal_weight=0 623 558 1698 1633 474 349 199 1581 202 142 1379 1264 170 1094 1001 150 140 125 115
internal_count=2321 623 558 1698 1633 474 349 199 1581 202 142 1379 1264 170 1094 1001 150 140 125 115
is_linear=0
shrinkage=0.16829


Tree=6947
num_leaves=13
num_cat=0
split_feature=4 14 52 0 4 457 43 40 457 12 12 4
split_gain=0.448147 0.179146 0.13017 0.139994 0.171876 0.120726 0.107261 0.10491 0.117253 0.160584 0.0699178 0.0659804
threshold=0.30163500000000004 -0.42214499999999994 -0.56226999999999994 0.04939000000000001 -0.21586499999999997 0.10259500000000001 -0.072864999999999985 -0.078819999999999987 0.018630000000000004 0.084115000000000009 0.077755000000000005 0.50113000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 7 -3 -6 9 -9 -5 -8
right_child=1 6 3 10 5 -7 11 8 -10 -11 -12 -13
leaf_value=0.017341204760866341 0.0097643210545656344 -0.0064747507043680158 0.018513779331655423 -0.0013126596392286744 0.014820257247249126 0.0011180124222628081 -0.0018070233670469454 0.0050559274819403661 0.014877880426254472 0.0093010867784005611 0.0069163625086469064 0.0056491092266283101
leaf_weight=52 58 65 54 54 87 56 68 316 86 1296 63 66
leaf_count=52 58 65 54 54 87 56 68 316 86 1296 63 66
internal_value=0 0.00153167 0.00899247 0.00877581 0.00912511 0.00884874 -0.00085877 0.00909027 0.00879563 0.00847002 0.003103 0.00185199
internal_weight=0 257 2064 2012 1895 1841 199 1785 1698 1612 117 134
internal_count=2321 257 2064 2012 1895 1841 199 1785 1698 1612 117 134
is_linear=0
shrinkage=0.16829


Tree=6948
num_leaves=11
num_cat=0
split_feature=10 13 10 13 43 1211 43 133 402 13
split_gain=0.166386 0.137488 0.251947 0.121336 0.200388 0.0910464 0.116373 0.10246 0.133434 0.0880374
threshold=0.058500000000000003 -0.46134499999999995 -0.092019999999999977 0.24813000000000004 -0.15924499999999997 0.083115000000000008 0.0019650000000000002 -0.088234999999999994 0.017910000000000006 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 9 -9 -6
right_child=-2 2 3 -5 5 6 -8 8 -10 -11
leaf_value=0.015431839796856585 -0.0023279602883171193 -0.0045243059530356636 0.015019365033100807 0.00012389874264843258 0.0078418808304230939 0.017295100239509524 0.0064584967791716155 0.0065963794896651334 0.00048221008989498567 0.014786836993566317
leaf_weight=54 55 54 92 69 186 54 60 1515 109 73
leaf_count=54 55 54 92 69 186 54 60 1515 109 73
internal_value=0 0.00701565 0.00680938 0.00709382 0.00732317 0.00696772 0.0116074 0.00668587 0.00618711 0.00980628
internal_weight=0 2266 2212 2158 2089 1997 114 1883 1624 259
internal_count=2321 2266 2212 2158 2089 1997 114 1883 1624 259
is_linear=0
shrinkage=0.16829


Tree=6949
num_leaves=20
num_cat=0
split_feature=4 12 11 3 43 4 0 11 16 52 15 3 52 4 0 15 12 131 15
split_gain=4.15664 1.31929 0.611724 0.537905 0.727234 0.397002 0.424203 0.325753 0.293545 0.230726 0.213219 0.183864 0.18206 0.126064 0.167009 0.121975 0.114379 0.0972706 0.0886805
threshold=0.30163500000000004 0.054520000000000006 1.0000000180025095e-35 0.11372500000000001 -0.013199999999999998 0.053255000000000004 -0.04478999999999999 0.086080000000000018 -0.54057999999999995 -0.012164999999999999 -0.46319999999999995 -0.10122999999999999 -0.087239999999999984 0.17982000000000001 -0.071339999999999987 -0.0015749999999999998 0.083615000000000009 0.023795 -0.095804999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 9 6 11 -4 -2 12 -10 -3 -1 14 -7 18 -13 -18 -6
right_child=8 2 7 -5 15 13 -8 -9 10 -11 -12 16 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0004450275812549518 0.0004036388928866438 0.00053681867479040432 0.0010691584110298585 0.00025335728700188982 0.00071726527468691473 0.00036796087342309255 0.00042434402571331841 0.00073936985564852602 0.00025786621501527846 0.00057003526546003599 3.8411692725969749e-05 0.00087364594451918513 0.00017578230748548651 0.00066940424643453767 0.00060254580711983203 0.00080274634209059415 0.00069632868710942585 0.00077370335676558283 0.00052387238590450083
leaf_weight=52 63 65 69 85 55 71 60 64 93 52 101 52 59 55 64 70 905 233 53
leaf_count=52 63 65 69 85 55 71 60 64 93 52 101 52 59 55 64 70 905 233 53
internal_value=0 0.000652854 0.00069545 0.000488986 0.000547618 0.000676403 0.000696863 0.000910728 0.00020763 0.000387883 0.000143796 0.000709864 0.000302233 0.00053461 0.000479432 0.000693694 0.000719286 0.000712202 0.000622686
internal_weight=0 2064 1638 426 341 1505 1315 133 257 163 194 1255 111 190 135 178 1190 1138 108
internal_count=2321 2064 1638 426 341 1505 1315 133 257 163 194 1255 111 190 135 178 1190 1138 108
is_linear=0
shrinkage=0.0032998


Tree=6950
num_leaves=26
num_cat=0
split_feature=2 15 4 41 12 4 2 150 4 12 2 2 402 401 42 4 15 4 1454 4 12 42 15 42 15
split_gain=0.576533 0.202787 0.26933 0.174466 0.186871 0.193082 0.133069 0.165404 0.129439 0.118698 0.110339 0.0888753 0.0881415 0.120257 0.0904897 0.0938192 0.0781111 0.132715 0.0895491 0.0659635 0.051173 0.0501607 0.0482833 0.0357558 0.0232417
threshold=0.13538500000000001 0.03981500000000001 -0.14236999999999997 0.077300000000000021 0.077755000000000005 0.42953500000000006 0.079570000000000016 0.089910000000000018 -0.16772499999999999 -0.06202499999999999 0.10584500000000001 0.092495000000000008 0.02938 0.080710000000000018 1.0000000180025095e-35 -0.081929999999999989 -0.0087299999999999999 -0.03463999999999999 0.080340000000000009 -0.077964999999999993 0.085965000000000014 0.094095000000000012 0.10440500000000001 -0.07793499999999999 -0.074054999999999996
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=1 3 -3 4 5 6 -1 10 -6 -2 -8 12 14 -14 15 23 17 -10 -19 20 -16 -13 -21 -4 -11
right_child=9 2 11 -5 8 -7 7 -9 16 24 -12 21 13 -15 19 -17 -18 18 -20 22 -22 -23 -24 -25 -26
leaf_value=-0.0059432462313707343 0.00071806962126533128 0.018718710489423265 0.0046719111043399646 -0.0036852841357502553 0.012780897933399408 0.0093520253997708153 0.0071226737699577117 -0.0055422283339580198 0.013090903214662053 -0.0056551361831041324 -0.0010097634141678948 0.0076422264834050749 -0.0037628590827824379 0.0065293577404267143 0.0027796077685342427 0.013828188426203333 -0.0007878981836213167 0.0056479032571581794 -0.0014363048602785099 -0.0019995594407820716 0.0093931178713312757 0.014210069952413303 0.0048544670810803736 0.0094220264504009041 -0.010701791884104091
leaf_weight=83 69 55 103 79 72 75 129 66 64 54 74 81 60 69 55 77 55 572 55 58 87 58 58 83 54
leaf_count=83 69 55 103 79 72 75 129 66 64 54 74 81 60 69 55 77 55 572 55 58 87 58 58 83 54
internal_value=0 0.00527377 0.00731485 0.00397131 0.00445859 0.00159914 -4.7644e-05 0.00176477 0.00594904 -0.00471032 0.00414929 0.00651763 0.00568555 0.00172835 0.00666191 0.00886539 0.00528725 0.0057734 0.00502362 0.00440876 0.0068442 0.0103957 0.00141197 0.00680125 -0.0081951
internal_weight=0 2168 844 1324 1245 427 352 269 818 177 203 789 650 129 521 263 746 691 627 258 142 139 116 186 108
internal_count=2345 2168 844 1324 1245 427 352 269 818 177 203 789 650 129 521 263 746 691 627 258 142 139 116 186 108
is_linear=0
shrinkage=0.16829


Tree=6951
num_leaves=29
num_cat=0
split_feature=3 10 0 3 123 0 12 0 42 52 52 16 3 13 483 52 52 0 0 151 51 16 16 0 16 16 16 0
split_gain=9.35542 1.87794 1.17262 1.11974 1.39318 0.965528 0.780092 0.42164 0.398601 0.303587 0.563282 0.240088 0.189228 0.18804 0.173684 0.14269 0.160529 0.445722 0.196179 0.130047 0.116963 0.147224 0.0964965 0.119736 0.0885536 0.0463876 0.0344853 0.025199
threshold=-0.052614999999999995 -1.0000000180025095e-35 -0.042364999999999993 0.11745500000000002 0.081180000000000016 0.10798500000000001 0.092495000000000008 -0.097199999999999995 0.091945000000000013 -0.091784999999999992 0.022635000000000006 -0.089834999999999984 -0.073309999999999986 -0.40078499999999995 0.090710000000000013 -0.14689999999999998 0.0085900000000000021 -0.097604999999999983 -0.086034999999999986 -0.0039699999999999987 0.082075000000000009 -0.089984999999999996 0.014185000000000001 -0.07385499999999999 -0.042349999999999992 -0.096494999999999984 -0.08595499999999999 -0.06884499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 9 -4 14 13 -6 -3 11 -11 20 -5 15 -1 17 -17 25 -19 21 -8 23 -23 -14 -18 -20 -24
right_child=1 3 5 7 8 -7 12 -9 -10 10 -12 -13 24 -15 -16 16 18 19 26 -21 -22 22 27 -25 -26 -27 -28 -29
leaf_value=0.0013315137565677083 0.00022598051767352381 0.001122613985344982 0.00058183435538108766 0.00050589258203812568 0.00069212521048183772 0.0010946069511924602 0.0008123363759011535 0.00072801271236665904 0.00029874568495239992 0.00089887198311816455 0.0011077482506404257 0.00059716245820487263 0.0012234943825061464 0.00022351173913673903 0.0010338461680418178 0.00085882595744897863 0.0013737382604976898 0.0012992571906474549 0.0010881929610570349 0.0011504593529706808 0.001142090995937761 0.0011300082849917696 0.00088570211753434384 0.0009318433672261345 0.0010533934463675437 0.001266611097373705 0.0011951483565119405 0.00099205586695508968
leaf_weight=98 98 79 78 52 62 83 52 53 52 54 72 64 77 52 69 52 92 91 52 265 58 104 65 53 68 120 174 56
leaf_count=98 98 79 78 52 62 83 52 53 52 54 72 64 77 52 69 52 92 91 52 265 58 104 65 53 68 120 174 56
internal_value=0 0.000646748 0.00111525 0.000723044 0.000819385 0.000846402 0.00114323 0.000487797 0.000512998 0.000949099 0.000876767 0.000735531 0.00104053 0.000365041 0.00119722 0.00120913 0.00119491 0.00114665 0.00123978 0.00118859 0.00100179 0.00097702 0.0010077 0.00106334 0.00114397 0.00131327 0.0011707 0.000935215
internal_weight=0 638 1707 540 383 161 1546 157 114 269 190 118 533 104 1013 944 846 408 438 356 388 330 278 157 145 212 226 121
internal_count=2345 638 1707 540 383 161 1546 157 114 269 190 118 533 104 1013 944 846 408 438 356 388 330 278 157 145 212 226 121
is_linear=0
shrinkage=0.0032998


Tree=6952
num_leaves=21
num_cat=0
split_feature=3 48 16 15 133 3 3 160 0 0 43 484 484 156 156 16 43 151 3 43
split_gain=0.407464 0.246809 0.244824 0.17938 0.245738 0.174337 0.117587 0.114431 0.313689 0.109763 0.104472 0.104142 0.163782 0.0668629 0.0645108 0.0650207 0.0579203 0.0507788 0.0723379 0.0795132
threshold=-0.049204999999999992 0.12118000000000002 -0.49181999999999998 -0.26826999999999995 0.086100000000000024 0.12031000000000001 -0.23303499999999996 -0.012529999999999998 -0.065489999999999979 -0.034179999999999995 -0.073404999999999984 -0.084699999999999984 -0.053834999999999994 0.087045000000000011 -0.031569999999999994 0.26799500000000004 -0.083784999999999984 -0.081989999999999993 -0.14162499999999997 -0.11990999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 9 -1 8 11 10 -5 -8 -13 16 -9 17 -14 -16 -19 -20
right_child=1 -3 3 4 -6 -7 7 14 -10 -11 -12 12 13 -15 15 -17 -18 18 19 -21
leaf_value=0.01208374304747542 0.0095059195161530125 -0.010154072675971754 -0.0060258711095961485 -0.0020443913613331153 0.011035810868118782 -0.0080509200962130146 0.011837445829614974 0.01225855466665276 -0.008668810361411915 -0.0044997816907824985 0.0065862338668837518 -0.0037115404385684352 0.011014033948768345 0.001485191022399363 0.0027336585871112562 0.0020239316615010034 0.0052582819235767689 0.012631508521301743 0.0019560198682814639 0.0071854769665681932
leaf_weight=82 98 53 101 57 69 62 54 53 54 57 129 66 69 91 88 97 185 61 94 725
leaf_count=82 98 53 101 57 69 62 54 53 54 57 129 66 69 91 88 97 185 61 94 725
internal_value=0 0.000828006 0.00184694 0.000262984 0.00196612 -7.98275e-05 0.00584627 0.00553272 0.0034602 0.00194656 0.00393171 0.00487259 0.00395313 0.00542463 0.00649323 0.00620463 0.00682893 0.00662171 0.00700847 0.00658746
internal_weight=0 626 573 475 374 305 1719 1637 519 243 186 465 411 345 1118 1065 254 968 880 819
internal_count=2345 626 573 475 374 305 1719 1637 519 243 186 465 411 345 1118 1065 254 968 880 819
is_linear=0
shrinkage=0.16829


Tree=6953
num_leaves=22
num_cat=0
split_feature=1 15 1 39 40 3 160 51 1456 1 0 0 4 0 43 42 43 0 0 4 0
split_gain=0.294306 0.149219 0.132936 0.175976 0.266469 0.172589 0.142087 0.130273 0.129896 0.125908 0.173826 0.0829596 0.0825396 0.238497 0.0885985 0.0592765 0.0572062 0.0516324 0.0325998 0.0313362 0.0210513
threshold=0.13075500000000004 -0.40992999999999996 0.077565000000000009 0.090880000000000016 -0.080519999999999994 -0.22740999999999997 0.055845000000000006 0.11394000000000001 -0.06457499999999998 0.084330000000000016 -0.22607999999999998 -0.093384999999999982 -0.0087849999999999977 -0.090889999999999985 -0.15582499999999996 0.085970000000000005 -0.08231999999999999 -0.070184999999999984 -0.083854999999999985 -0.0086449999999999982 -0.090889999999999985
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=2 -2 6 4 -4 -6 8 9 -1 -7 -11 -8 13 -10 -15 16 -14 -16 -17 -13 -18
right_child=1 -3 3 -5 5 7 11 -9 12 10 -12 19 15 14 17 18 20 -19 -20 -21 -22
leaf_value=-0.0019103415652881391 0.0018023895860520092 -0.0079162292914899974 -0.0084373801877623052 0.01193120175564847 0.011124932298490216 -0.0055486958889852485 0.015407573800681446 0.0099280319069333378 0.017178271904638109 -0.0052011490724926104 0.0033751603235525202 0.0051940144322646098 -0.0039747305168737366 -0.0013235862130151724 0.005153087020430879 0.0079184530575487893 0.00042519547070371771 0.0093190141315839439 0.0023267564917051164 0.010519121276703401 0.0052547479188683067
leaf_weight=78 94 85 62 56 68 63 53 58 52 76 553 76 52 52 480 70 52 104 53 56 52
leaf_count=78 94 85 62 56 68 63 53 58 52 76 553 76 52 52 480 70 52 104 53 56 52
internal_value=0 -0.00280256 0.00429193 0.00277667 0.00219206 0.00299991 0.00544356 0.00226085 0.0046792 0.00161563 0.00233606 0.00975141 0.00521259 0.0062048 0.00530477 0.00275941 0.000568404 0.00589804 0.00552363 0.00746676 0.00285725
internal_weight=0 179 2166 936 880 818 1230 750 1045 692 629 185 967 688 636 279 156 584 123 132 104
internal_count=2345 179 2166 936 880 818 1230 750 1045 692 629 185 967 688 636 279 156 584 123 132 104
is_linear=0
shrinkage=0.16829


Tree=6954
num_leaves=22
num_cat=0
split_feature=2 16 1 12 12 13 16 1 0 156 0 16 42 12 403 1446 0 52 0 13 0
split_gain=0.291752 0.107243 0.126083 0.0918745 0.11335 0.177768 0.0915887 0.158758 0.225576 0.114344 0.121421 0.276055 0.112519 0.118763 0.136413 0.172953 0.110567 0.0835982 0.0830142 0.0761912 0.0531055
threshold=0.13538500000000001 -0.16238499999999997 0.12864500000000004 0.10397500000000003 0.10823500000000001 0.034905000000000012 -0.36241499999999999 0.091785000000000019 -0.14733499999999997 0.10788500000000002 -0.074274999999999994 0.03851000000000001 0.11424500000000001 0.091545000000000015 -0.23730999999999999 0.088500000000000009 -0.07081999999999998 -0.013914999999999999 -0.094314999999999996 -0.061199999999999991 -0.077429999999999985
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 -3 6 -5 -6 18 12 -9 10 17 -12 13 14 -8 -16 20 -10 19 -1 -15
right_child=1 2 -4 4 5 -7 7 8 9 -11 11 -13 -14 16 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0015270532053879727 0.0017169792061835732 -0.00075529196756790075 -0.012302356223371965 0.013658693906550621 0.0095124528064817384 -0.0030030928429211523 -0.0031266275727525592 -0.0096671494784547445 -0.001955744666228651 0.0082151167087346974 -0.011291761973864342 0.0033195398356361907 0.011014719558510341 0.0006578376768703036 0.0042740700349792049 0.014277115018336079 -0.0050662856980801408 0.0061831130650170747 0.012375343747859802 0.008757548709388583 0.0069076285537077696
leaf_weight=95 69 52 56 55 81 53 65 58 53 62 66 82 59 131 889 52 77 108 53 74 55
leaf_count=95 69 52 56 55 81 53 65 58 53 62 66 82 59 131 889 52 77 108 53 74 55
internal_value=0 -0.00344483 -0.00675929 0.00365626 0.00720938 0.00454887 0.00331602 0.00290722 8.83768e-05 0.00161834 0.000288903 -0.00318417 0.00381648 0.00348039 0.00431295 0.00482875 0.000288944 0.0034927 0.00654331 0.0047037 0.00251555
internal_weight=0 177 108 2168 189 134 1979 1757 429 371 309 148 1328 1269 1006 941 263 161 222 169 186
internal_count=2345 177 108 2168 189 134 1979 1757 429 371 309 148 1328 1269 1006 941 263 161 222 169 186
is_linear=0
shrinkage=0.16829


Tree=6955
num_leaves=32
num_cat=0
split_feature=1 151 52 16 2 15 2 2 0 51 47 0 13 1 13 52 15 16 2 13 16 0 0 0 484 52 151 16 15 0 1
split_gain=0.176711 0.207131 0.158221 0.192784 0.209791 0.196423 0.182407 0.181634 0.171372 0.158098 0.132664 0.106339 0.160064 0.102921 0.18052 0.0944816 0.0936195 0.0883487 0.0828519 0.0705939 0.099264 0.0612275 0.0447413 0.0411848 0.041778 0.0597877 0.0461989 0.0337141 0.0416458 0.0474247 0.0249758
threshold=0.10335000000000001 1.0000000180025095e-35 0.11110500000000002 -0.08422499999999998 0.092575000000000018 -0.0043649999999999991 0.087710000000000024 0.10255500000000002 -0.084144999999999984 0.020580000000000005 0.10621500000000002 -0.11169999999999998 -0.082159999999999997 0.083250000000000005 -0.013514999999999998 -0.022844999999999997 0.090125000000000011 0.00088000000000000003 0.091955000000000023 -0.0082249999999999979 -0.075434999999999988 -0.097829999999999986 -0.085719999999999977 -0.064304999999999987 -1.0000000180025095e-35 -0.015069999999999998 -0.044604999999999992 -0.087969999999999979 0.085465000000000013 -0.089704999999999993 0.091145000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 6 21 27 -6 -7 10 11 -2 -13 14 22 -11 19 -14 30 -10 -21 -5 -4 24 25 -23 -26 28 29 -1 -18
right_child=1 -3 13 5 7 8 -8 -9 16 15 -12 12 17 -15 -16 -17 18 -19 -20 20 -22 23 -24 -25 26 -27 -28 -29 -30 -31 -32
leaf_value=0.0054977612129891865 0.0017405727450762734 0.011398778187948792 0.0059906669401876252 0.0092301109343400755 0.016158363029398413 0.015611084899519062 -0.0058024624710334601 0.0023700392060159252 0.005815012341819894 0.0011568358284375405 0.004871152717922672 -0.012845986060942224 -0.0069447524077086518 0.0066558708492930113 -0.0078012425241998206 0.011074564892016388 0.0048065959196689281 0.0010758527428882444 -0.0003892440014002417 0.0078927173307647511 0.016235835211939317 0.0025421124132110314 0.00024931137768634682 0.0076299440689393807 0.0045437716089154903 0.0095938243649923115 -0.00013525095173729692 -0.00069686405921049019 0.0071225696345467732 -0.00072098159589095571 0.0099281930073269343
leaf_weight=64 95 52 64 66 53 93 92 56 89 58 77 55 67 75 68 52 58 92 61 89 76 87 98 66 99 57 149 58 73 75 54
leaf_count=64 95 52 64 66 53 93 92 56 89 58 77 55 67 75 68 52 58 92 61 89 76 87 98 66 99 57 149 58 73 75 54
internal_value=0 0.00129322 0.0047452 0.00544959 0.00261699 0.0067258 0.000662688 0.00909094 0.00904633 0.000230143 -0.00137001 -0.00293106 -0.00501331 0.00124045 -0.000517635 0.00586155 0.00761232 -0.0022926 0.00457319 0.00967522 0.0117465 0.00441955 0.00252859 0.00372241 0.00305992 0.00534589 0.00172534 0.00287228 0.00385722 0.0021294 0.00729198
internal_weight=0 548 1820 1515 471 1044 362 109 520 496 386 309 214 305 230 110 427 159 173 254 165 524 162 458 392 144 248 270 212 139 112
internal_count=2368 548 1820 1515 471 1044 362 109 520 496 386 309 214 305 230 110 427 159 173 254 165 524 162 458 392 144 248 270 212 139 112
is_linear=0
shrinkage=0.16829


Tree=6956
num_leaves=29
num_cat=0
split_feature=1 16 0 0 133 47 1 1 16 16 4 43 50 43 42 0 16 0 159 1 43 43 16 50 4 133 43 4
split_gain=11.9489 1.34875 0.684565 0.578391 0.566934 0.489681 0.459807 0.354612 0.516306 0.332172 0.284303 0.249703 0.201854 0.280042 0.310791 0.19714 0.190076 0.182102 0.330771 0.165819 0.155572 0.141271 0.161988 0.0877702 0.0817502 0.108756 0.106276 0.0590137
threshold=0.10312500000000001 0.25761500000000009 -0.079249999999999987 0.024745000000000003 0.089135000000000006 0.084210000000000021 0.090485000000000024 0.13662500000000002 -0.0094449999999999968 -0.055679999999999993 -0.085474999999999982 -0.049364999999999992 0.083640000000000006 -0.082094999999999987 -1.0000000180025095e-35 -0.14857499999999998 -0.080419999999999978 -0.094314999999999996 0.078675000000000009 0.083065000000000014 0.059230000000000012 0.035255000000000009 -0.012149999999999999 0.10672000000000002 0.020345000000000005 -0.00027499999999999996 -0.029144999999999997 -0.087539999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 7 10 8 11 -8 16 -2 13 14 -4 -12 27 18 20 24 -17 22 -19 -14 25 -15 -27 -1
right_child=1 -3 12 -5 -6 -7 9 -9 -10 -11 15 -13 23 19 -16 17 -18 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0012255267485880865 0.00061227030326795843 0.00097323860744817723 0.001083356854858877 0.00023113981176922378 0.00031534805806624215 0.00088099089542107128 0.00088226073455328945 0.0003625386661262339 0.00043420041356250112 0.0012070218499905339 0.0014190785548205249 0.00091745767901172672 0.001301172042761546 0.0012088497824387402 0.00074835339806248087 0.00094906112962052586 0.0015322664170382466 0.0012981875565923069 0.0013371123279952428 0.001231075937188958 0.0011815659736222448 0.0010720420640124091 0.001183719111426663 0.001114784944299349 0.00094035366215631643 0.0011320803821418342 0.00094182968660766638 0.0013806388594214635
leaf_weight=67 53 102 63 54 66 78 69 62 75 71 56 68 62 64 60 88 57 372 57 89 52 53 228 58 52 69 67 56
leaf_count=67 53 102 63 54 66 78 69 62 75 71 56 68 62 64 60 88 57 372 57 89 52 53 228 58 52 69 67 56
internal_value=0 0.000629765 0.00118224 0.000552858 0.000595986 0.000651006 0.00122676 0.000581339 0.000650372 0.00104721 0.00124987 0.000784072 0.00108872 0.00105692 0.000920227 0.0012257 0.00137131 0.00121292 0.00112307 0.00110612 0.00103567 0.00123997 0.00125475 0.00121138 0.00106185 0.00109326 0.00103861 0.00129643
internal_weight=0 558 1810 456 402 336 1226 258 196 140 1086 121 584 464 123 906 180 850 197 341 140 653 600 120 252 200 136 123
internal_count=2368 558 1810 456 402 336 1226 258 196 140 1086 121 584 464 123 906 180 850 197 341 140 653 600 120 252 200 136 123
is_linear=0
shrinkage=0.0032998


Tree=6957
num_leaves=13
num_cat=0
split_feature=130 0 4 16 52 40 130 13 13 3 52 16
split_gain=0.139943 0.119758 0.117794 0.121535 0.120641 0.110982 0.106855 0.106624 0.124377 0.0973421 0.0615424 0.0200356
threshold=0.081715000000000024 -0.23141499999999995 0.50373500000000015 -0.11118499999999999 0.51400500000000016 -0.084904999999999994 0.09290000000000001 -0.16392499999999996 -0.10477499999999999 0.097710000000000005 0.092965000000000006 -0.012324999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -2 -7 -9 -10 11 -8
right_child=6 2 3 -5 -6 7 10 8 9 -11 -12 -13
leaf_value=0.010995583224319651 0.012317978233811784 -0.0031050290635638174 0.0026851697408112152 -0.0074606612041200945 -0.0038484829045004549 -0.0012042349200982172 0.00075155421041130164 0.011214371919399188 0.0039576406649230698 0.010527821564378981 0.0096339961333631284 0.0053057039890977084
leaf_weight=61 94 60 85 55 57 96 60 76 1546 67 59 52
leaf_count=61 94 60 85 55 57 96 60 76 1546 67 59 52
internal_value=0 0.00363458 0.00341381 -0.00128786 0.00376083 0.00399689 0.00774595 0.00423662 0.00454693 0.00423166 0.00522216 0.00288202
internal_weight=0 2103 2042 140 1902 1845 265 1785 1689 1613 171 112
internal_count=2368 2103 2042 140 1902 1845 265 1785 1689 1613 171 112
is_linear=0
shrinkage=0.16829


Tree=6958
num_leaves=21
num_cat=0
split_feature=1 0 3 2 51 124 43 16 16 1 3 48 1 1211 1212 1454 1447 2 3 3
split_gain=0.123226 0.182112 0.156812 0.189275 0.121387 0.119055 0.149558 0.130716 0.251063 0.105228 0.147161 0.104225 0.10126 0.0842823 0.204309 0.0692715 0.0881359 0.0713972 0.0614723 0.0598531
threshold=0.10335000000000001 0.10396000000000001 -0.10237999999999998 0.086165000000000005 0.089455000000000021 -0.082254999999999981 -0.072864999999999985 -0.042349999999999992 -0.4957399999999999 0.098700000000000024 0.094285000000000008 0.095930000000000015 0.081540000000000015 1.0000000180025095e-35 0.10909000000000001 0.078175000000000008 -0.051529999999999992 0.086915000000000006 -0.055389999999999988 -0.08292999999999999
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 4 3 -1 5 -2 18 8 -8 10 13 -6 -5 15 -15 16 19 -18 -7 -4
right_child=1 -3 9 12 11 6 7 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21
leaf_value=0.015765815007737018 0.0070682057434915211 -0.0081787982643887099 0.011932333038935773 0.00074971590392368566 0.012642430165144262 -0.001801232627740502 -0.0014594964693736597 -0.0028934843309533784 0.013820078094369311 0.010712677138614781 -0.0045548934808954823 0.0019401049898793157 0.010442048265218643 -0.0061843172597848819 0.0073895004315091281 0.0083728909083994416 0.0047265104302941108 0.0020377388961467708 -0.009751473924673227 0.0046167779133115877
leaf_weight=68 71 53 57 75 52 60 65 86 57 56 65 52 52 75 54 96 493 655 52 74
leaf_count=68 71 53 57 75 52 60 65 86 57 56 65 52 52 75 54 96 493 655 52 74
internal_value=0 0.00118969 0.00407329 0.00858915 0.00219641 0.000832071 -0.000545957 0.00211752 0.0056646 0.00353028 0.00327279 0.00730854 0.00473238 0.00361228 -0.000488327 0.0039983 0.00366854 0.00319398 -0.00550846 0.0078136
internal_weight=0 548 1820 195 495 391 320 208 122 1625 1569 104 127 1504 129 1375 1279 1148 112 131
internal_count=2368 548 1820 195 495 391 320 208 122 1625 1569 104 127 1504 129 1375 1279 1148 112 131
is_linear=0
shrinkage=0.16829


Tree=6959
num_leaves=17
num_cat=0
split_feature=1 3 123 12 3 3 14 3 4 0 4 12 151 3 4 3
split_gain=9.62507 2.07909 0.950094 0.864614 0.707224 0.53529 0.483676 0.432726 0.257881 0.294278 0.223339 0.201201 0.175651 0.122986 0.122089 0.102075
threshold=0.10574000000000001 -0.049204999999999992 0.080635000000000012 0.11844 0.31534000000000006 0.10323000000000002 0.076975000000000002 0.077930000000000013 0.020345000000000005 -0.10891999999999999 0.22738500000000003 -0.089089999999999989 -0.085764999999999994 -0.079979999999999982 -0.50775499999999985 -0.087244999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 5 7 6 8 11 12 -10 -2 -3 15 -11 -14 -1
right_child=1 4 -4 -5 -6 -7 -8 -9 9 13 -12 -13 14 -15 -16 -17
leaf_value=0.00092887378703950169 0.0010083179314167641 0.00058621595366883657 0.00076943690515285162 0.00071734263212711318 0.00015939816205186289 0.00082535832326348878 0.0014571769295948253 0.0006995430817454167 0.0012240439515335154 0.0010877303066831269 0.0007688446676227767 0.00033303599873002958 0.001339930516288943 0.0008867634159552088 0.0011716933044792538 0.0011335520610101055
leaf_weight=52 94 53 80 52 71 54 59 102 69 55 81 100 52 95 1237 62
leaf_count=52 94 53 80 52 71 54 59 102 69 55 81 100 52 95 1237 62
internal_value=0 0.000607342 0.00112261 0.00113841 0.000451379 0.00115101 0.00116145 0.000532537 0.00115067 0.00104382 0.000897677 0.000420969 0.00116732 0.000960686 0.00117851 0.0010405
internal_weight=0 501 1867 1787 326 1735 1681 255 1622 219 175 153 1403 150 1289 114
internal_count=2368 501 1867 1787 326 1735 1681 255 1622 219 175 153 1403 150 1289 114
is_linear=0
shrinkage=0.0032998


Tree=6960
num_leaves=22
num_cat=0
split_feature=2 11 156 16 16 13 13 157 158 3 403 402 12 12 4 2 16 132 4 4 52
split_gain=0.147548 0.245437 0.154893 0.179529 0.173139 0.164143 0.146324 0.117532 0.137453 0.114925 0.117129 0.122655 0.109335 0.0913741 0.128157 0.10522 0.0851407 0.0814217 0.0802535 0.069125 0.0494096
threshold=0.098150000000000015 0.080455000000000013 1.0000000180025095e-35 -0.0070899999999999991 0.51148500000000008 -0.018704999999999996 -0.10899499999999999 -0.086284999999999987 -0.11929999999999998 -0.14070999999999997 -0.089974999999999986 -0.11206999999999999 0.085665000000000005 -0.085719999999999977 0.39574000000000004 0.10672500000000001 -0.011859999999999997 -0.083449999999999983 -0.085574999999999984 -0.15805499999999997 0.10263500000000002
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 7 3 6 5 -5 -2 16 -9 -10 11 -11 -4 -8 15 -15 -1 -12 -13 -19 -17
right_child=2 -3 12 4 -6 -7 13 8 9 10 17 18 -14 14 -16 20 -18 19 -20 -21 -22
leaf_value=0.0028466598388606043 -0.004371504611734015 0.015072065865370516 0.011179799409177894 -0.0013522428522539469 0.0021966276826267056 -0.01347829381279874 -0.0027664608784361451 -0.0045371973023936273 -0.0037285549963124629 0.0072048730877819689 0.00011453162431124228 0.004084440087209546 0.0012664158271226845 0.0021292766447398733 -0.00088772186790947959 0.014284137746112027 -0.0065095778751454118 0.011475228609628033 -0.0034193277028882769 0.0051488199278106458 0.0069171154794808228
leaf_weight=53 86 52 62 57 71 72 54 55 52 68 88 58 65 67 76 54 57 52 132 990 52
leaf_count=53 86 52 62 57 71 72 54 55 52 68 88 58 65 67 76 54 57 52 132 990 52
internal_value=0 0.00368337 0.000788827 -0.000357665 -0.00445777 -0.0081342 0.00174574 0.00331327 0.00370433 0.00402035 0.00431195 0.00106774 0.00612017 0.00348792 0.00485151 0.00738317 -0.00198524 0.00505108 -0.00111925 0.00546626 0.0106871
internal_weight=0 1657 716 589 200 129 389 1605 1495 1440 1388 258 127 303 249 173 110 1130 190 1042 106
internal_count=2373 1657 716 589 200 129 389 1605 1495 1440 1388 258 127 303 249 173 110 1130 190 1042 106
is_linear=0
shrinkage=0.16829


Tree=6961
num_leaves=14
num_cat=0
split_feature=3 2 0 2 52 1453 124 52 3 2 0 3 3
split_gain=0.12485 0.0967795 0.0955532 0.204465 0.0918257 0.0998813 0.0834454 0.116899 0.0959856 0.170551 0.0674393 0.0249594 0.00660023
threshold=0.31840500000000005 -0.13811499999999996 -0.023359999999999995 0.089045000000000013 0.51524500000000006 -1.0000000180025095e-35 -0.078224999999999989 -0.066959999999999978 -0.062184999999999997 0.093255000000000018 -0.14076499999999997 -0.24154499999999998 -0.050489999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -7 10 -10 -8 -5 -13
right_child=-2 2 3 11 -6 6 8 -9 9 -11 -12 12 -14
leaf_value=0.0097341781867053279 -0.0048694999728162687 0.008421189405481741 -0.010150926174275149 -0.00047104084497160261 -0.0031402429113050342 0.003891020998283287 -0.0031825365344554601 -0.006748156503397715 0.010809178592236441 0.0028438345821878912 0.002617976841799317 0.004890415209616388 0.0021200081938091368
leaf_weight=52 66 91 52 76 72 56 59 61 115 228 1341 52 52
leaf_count=52 66 91 52 76 72 56 59 61 115 228 1341 52 52
internal_value=0 0.0025451 0.00237852 -0.000850468 0.00274972 0.002968 0.00270024 -0.00164055 0.00299265 0.00551967 0.00237224 0.00182635 0.00352249
internal_weight=0 2307 2255 232 2023 1951 1860 117 1743 343 1400 180 104
internal_count=2373 2307 2255 232 2023 1951 1860 117 1743 343 1400 180 104
is_linear=0
shrinkage=0.16829


Tree=6962
num_leaves=24
num_cat=0
split_feature=1 2 3 2 4 48 0 4 13 3 3 4 16 16 52 0 3 15 43 51 3 3 3
split_gain=9.58369 2.06549 1.26801 0.675351 0.490134 0.434831 0.349531 0.474448 0.341182 0.276181 0.242101 0.234962 0.233809 0.215163 0.199525 0.185354 0.165275 0.154626 0.144604 0.102744 0.0726635 0.0754675 0.0607712
threshold=0.10312500000000001 0.12708000000000003 -0.029309999999999996 0.099675000000000014 0.50657000000000008 -0.077484999999999984 -0.15202999999999997 0.022635000000000006 0.084330000000000016 -0.0047649999999999993 -0.0088599999999999981 0.27552000000000004 -0.083479999999999985 -0.13895999999999997 0.40945500000000007 -0.019414999999999998 0.12991000000000003 -0.072469999999999993 -0.09008999999999999 0.0045000000000000014 -0.076504999999999976 -0.064674999999999983 -0.082334999999999978
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 8 5 16 -1 -7 12 17 -4 15 -11 19 -9 18 20 -3 -2 -14 22 -5 -22 -8
right_child=1 4 9 10 -6 6 7 13 -10 11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0007580557439533387 0.00060456377551947223 0.00022069901444398058 0.00029173481702295969 0.0010270914067176925 -2.8979496814434103e-05 0.0012806578911205224 0.0011165627392418615 0.00096439895830143483 0.0010378186224986093 0.00069647405134635868 0.0006939863620739914 0.00042958246539101541 0.0011233403239719365 0.00067404808975206863 0.00083875423613938608 0.0007374047217092748 0.00047400730354946381 0.00084675945290510902 0.0010160208913305277 0.0010259179741305305 0.00082283547089222458 0.00099438623928720798 0.00122325409164318
leaf_weight=59 53 60 65 102 59 69 153 63 66 67 67 80 186 52 59 52 54 67 620 85 65 56 114
leaf_count=59 53 60 65 102 59 69 153 63 66 67 67 80 186 52 59 52 54 67 620 85 65 56 114
internal_value=0 0.000515944 0.000646834 0.00100667 0.000214616 0.00103772 0.00104947 0.00103746 0.000845921 0.000471998 0.000874024 0.000551467 0.00105672 0.000833416 0.00102709 0.00091776 0.000340996 0.000740083 0.00104083 0.00112943 0.000959658 0.000902522 0.00116225
internal_weight=0 571 398 1802 173 1460 1401 1332 186 212 342 147 1217 115 865 275 114 120 806 352 223 121 267
internal_count=2373 571 398 1802 173 1460 1401 1332 186 212 342 147 1217 115 865 275 114 120 806 352 223 121 267
is_linear=0
shrinkage=0.0032998


Tree=6963
num_leaves=19
num_cat=0
split_feature=1 400 14 2 1 52 43 41 160 151 50 403 43 133 16 51 16 43
split_gain=0.161121 0.130436 0.0964596 0.12792 0.107233 0.150164 0.142208 0.128166 0.0959694 0.0631166 0.091632 0.062586 0.108633 0.108502 0.105424 0.0949551 0.0567086 0.0310373
threshold=0.14882500000000001 0.083760000000000015 -0.072219999999999993 0.12228000000000001 0.089790000000000023 0.0085900000000000021 -0.067359999999999989 0.077565000000000009 0.084575000000000011 -0.087699999999999986 0.089465000000000017 -0.089974999999999986 -0.097279999999999991 0.12560000000000002 -0.082264999999999991 -0.21268499999999999 0.0031900000000000006 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 -7 11 9 -6 -11 13 16 14 -4 -14 -13 -15
right_child=-2 -3 4 -5 5 6 -8 -9 -10 10 -12 12 15 17 -16 -17 -18 -19
leaf_value=0.013280060093580185 -0.0064313949992203089 0.011042624909632551 0.0023399233569358726 0.0018612400255396309 -0.0043782605831757014 0.00060003947626473177 -0.010023469402508103 -0.0040177551697906533 0.0070794592572649331 0.0005109629894481881 0.0065436791356298461 0.0055880008360650393 -0.0024789726555208185 0.0021737437518012429 -0.0077973505529548839 0.0040200221227565079 0.01310555392512683 0.0076848202899929552
leaf_weight=55 54 54 60 57 54 80 64 65 88 363 89 64 68 65 56 930 53 54
leaf_count=55 54 54 60 57 54 80 64 65 88 363 89 64 68 65 56 930 53 54
internal_value=0 0.00285789 0.00266196 0.00748474 0.00241025 0.000762508 -0.00410904 0.00326836 0.00194652 0.00105028 0.0017028 0.00362051 0.00414715 0.0011141 -0.00253845 0.0035754 0.00900874 0.00468967
internal_weight=0 2319 2265 112 2153 738 144 1415 594 506 452 1350 1115 235 116 998 117 119
internal_count=2373 2319 2265 112 2153 738 144 1415 594 506 452 1350 1115 235 116 998 117 119
is_linear=0
shrinkage=0.16829


Tree=6964
num_leaves=21
num_cat=0
split_feature=2 16 43 0 43 0 13 15 481 160 16 15 16 457 16 43 0 15 13 42
split_gain=0.0943916 0.0821115 0.175168 0.148961 0.112394 0.110231 0.142126 0.197425 0.0708983 0.0989204 0.0699243 0.0690771 0.0555503 0.0739649 0.0784709 0.121471 0.0655845 0.0568754 0.0552393 0.011561
threshold=0.14870000000000003 -0.069604999999999986 -0.15318999999999997 -0.14910999999999999 -0.097279999999999991 -0.086354999999999987 -0.088114999999999985 -0.019239999999999997 -1.0000000180025095e-35 -0.14580499999999996 -0.54225499999999982 0.089050000000000004 -0.075434999999999988 -0.0056599999999999992 -0.082909999999999984 -0.042649999999999993 -0.040094999999999992 -0.24269999999999997 -0.041999999999999989 -0.090824999999999989
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 10 -3 -4 -5 6 -6 -8 11 -10 -1 -7 13 -12 16 19 17 -15 -17 -16
right_child=-2 2 3 4 5 8 7 -9 9 -11 12 -13 -14 14 15 18 -18 -19 -20 -21
leaf_value=-0.0018796895193134923 -0.0028245975424384417 -0.0059651438921125011 0.01071534577077572 0.008627927518269532 0.0052340904947758204 0.010233797144541536 -0.00080350292358269296 -0.013089861206490248 -0.0053691877302332698 0.0021081302063661253 -0.002448145945216724 0.001901782245388851 0.0078037375810500759 -0.00098075554190718344 0.0034641245921929885 0.0011269114512929357 0.010460597194326139 0.00470726147023778 -0.0059874035651514531 0.0071145251948252896
leaf_weight=65 101 84 53 60 58 56 130 52 55 552 57 58 90 54 52 60 52 569 63 52
leaf_count=65 101 84 53 60 58 56 130 52 55 552 57 58 90 54 52 60 52 569 63 52
internal_value=0 0.00242547 0.00143052 0.00201062 0.001557 0.00111366 -0.00200646 -0.00432376 0.00215475 0.00142765 0.00345811 0.00601046 0.00379057 0.00341207 0.00378438 0.00106738 0.00469544 0.00421136 -0.0025024 0.0053066
internal_weight=0 2272 1158 1074 1021 961 240 182 721 607 1114 114 1049 959 902 227 675 623 123 104
internal_count=2373 2272 1158 1074 1021 961 240 182 721 607 1114 114 1049 959 902 227 675 623 123 104
is_linear=0
shrinkage=0.16829


Tree=6965
num_leaves=13
num_cat=0
split_feature=3 15 16 16 15 1429 403 130 3 3 39 15
split_gain=0.175025 0.269324 0.242639 0.139151 0.313764 0.167129 0.109249 0.0862537 0.0667869 0.0547573 0.0618249 0.0263144
threshold=0.10812000000000001 -0.019239999999999997 -0.10346499999999999 -0.42618999999999996 -0.40312499999999996 0.087865000000000013 -0.53317999999999988 0.10383500000000001 -0.090854999999999977 0.077930000000000013 0.091820000000000013 -0.13309999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 -5 6 -6 9 -1 10 -8 -10
right_child=1 -3 -4 4 5 -7 7 -9 11 -11 -12 -13
leaf_value=0.01204291854165673 -0.0043607376064195187 -0.01156705841190212 0.0098216995641879339 -0.0088332076199569634 -0.0033546867399590029 -0.0049825487222866331 0.0034745942185117748 -0.001914093544235753 0.0078361862569057156 0.0074250934422816659 -0.0021537052521895324 0.0027944455453222435
leaf_weight=55 81 64 59 70 74 78 1493 87 52 96 57 71
leaf_count=55 81 64 59 70 74 78 1493 87 52 96 57 71
internal_value=0 -0.00251976 0.00160331 0.00263588 0.0022244 0.00263598 0.00296583 0.00323675 0.00714517 0.0035101 0.00326646 0.00494052
internal_weight=0 204 140 2133 1955 1885 1807 1733 178 1646 1550 123
internal_count=2337 204 140 2133 1955 1885 1807 1733 178 1646 1550 123
is_linear=0
shrinkage=0.16829


Tree=6966
num_leaves=20
num_cat=0
split_feature=3 3 15 43 3 15 14 12 12 43 0 13 12 49 3 50 12 3 133
split_gain=20.1058 5.85524 3.71261 2.13066 1.77507 1.73531 0.861389 0.895883 0.763327 0.667496 0.664211 0.37185 0.260075 0.236668 0.198885 0.172788 0.164562 0.15002 0.113215
threshold=-0.058704999999999993 0.31343500000000007 -0.2987999999999999 -0.033174999999999989 0.11372500000000001 -0.23118499999999997 0.076175000000000007 0.081420000000000006 0.091545000000000015 -0.099699999999999983 -0.10653 -0.026884999999999996 -1.0000000180025095e-35 0.09567500000000001 -0.14818499999999998 0.089465000000000017 0.083785000000000012 0.08734500000000002 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 9 12 -1 7 -7 10 -4 -9 -11 -5 14 -10 -16 -12 -14 -18
right_child=1 -3 3 4 -6 6 -8 8 13 11 16 -13 17 -15 15 -17 18 -19 -20
leaf_value=0.00063766828268084291 5.9089127668461824e-05 -0.00021556413618793475 0.00080253808352806 0.00090170955621726257 0.00052499352924984823 0.00080931922625964293 0.0016592303568720558 0.00094989779181731929 0.0013859732794607971 0.00057035268136583245 0.0014962763624473551 0.00019607047707699915 0.0012812043992602225 0.001008133194768063 0.0011338398426887959 0.0012849261842314285 0.0013468500930964736 0.0010810429512598614 0.0012519464351637792
leaf_weight=52 89 93 55 52 76 52 55 52 53 52 68 66 78 94 371 112 574 95 198
leaf_count=52 89 93 55 52 76 52 55 52 53 52 68 66 78 94 371 112 574 95 198
internal_value=0 0.000551193 0.000677914 0.000794032 0.000961884 0.00123246 0.00125142 0.00123715 0.00125174 0.000501786 0.00131415 0.000361307 0.0011093 0.00116332 0.00119047 0.00116895 0.00133666 0.00117149 0.00132256
internal_weight=0 656 563 474 301 1681 1629 1574 1522 173 892 118 225 630 536 483 840 173 772
internal_count=2337 656 563 474 301 1681 1629 1574 1522 173 892 118 225 630 536 483 840 173 772
is_linear=0
shrinkage=0.0032998


Tree=6967
num_leaves=11
num_cat=0
split_feature=1 1429 15 1208 157 48 147 4 48 39
split_gain=0.21949 0.109021 0.253437 0.102549 0.0897613 0.122199 0.123184 0.137592 0.131029 0.112267
threshold=0.14262000000000002 0.084770000000000012 -0.0070899999999999991 0.086590000000000014 -0.15034999999999996 -0.086624999999999994 1.0000000180025095e-35 0.36766000000000004 0.11714000000000001 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 8 -7 -9
right_child=-2 2 -4 -5 5 6 -8 9 -10 -11
leaf_value=-0.0024311937201084177 -0.0058978553616006379 0.0045700083206657825 -0.0096460410957153533 -0.0033004714667166928 0.01175040092480715 0.0038527233045065556 -0.0036086602755001887 -0.0059962373123362694 0.012368479632434847 0.0041452778095886177
leaf_weight=70 82 83 62 65 52 1677 67 72 53 54
leaf_count=70 82 83 62 65 52 1677 67 72 53 54
internal_value=0 0.00295905 -0.00149619 0.00326606 0.00347566 0.00368592 0.00346692 0.00372331 0.00411465 -0.00163562
internal_weight=0 2255 145 2110 2045 1975 1923 1856 1730 126
internal_count=2337 2255 145 2110 2045 1975 1923 1856 1730 126
is_linear=0
shrinkage=0.16829


Tree=6968
num_leaves=21
num_cat=0
split_feature=1 43 4 13 11 1210 147 4 15 50 4 11 4 133 158 133 43 403 484 4
split_gain=0.157896 0.130233 0.220125 0.11756 0.185795 0.138016 0.142903 0.0987692 0.103472 0.080239 0.0845982 0.131564 0.0739489 0.0846838 0.0613679 0.0488188 0.124381 0.070653 0.0567274 0.104055
threshold=0.13075500000000004 -0.046639999999999994 0.42953500000000006 -0.079299999999999995 0.077290000000000011 -0.080859999999999974 1.0000000180025095e-35 0.054560000000000004 -0.10753999999999998 0.12170000000000002 -0.21586499999999997 0.082245000000000013 -0.10429499999999998 0.024130000000000002 0.065940000000000012 0.085980000000000015 -0.082219999999999988 -0.0076149999999999994 -0.081554999999999989 -0.012889999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 -5 9 14 -9 10 11 -7 -12 -14 15 16 -1 -18 -17 -20
right_child=1 2 -4 5 -6 6 -8 8 -10 -11 12 -13 13 -15 -16 18 17 -19 19 -21
leaf_value=0.012726375491218248 0.0030098655255208287 0.00095331628748073546 -0.014160825339449512 -0.005680259599947321 0.013960010746645735 0.011602209347934822 -0.0045393322280010244 0.005065849790023759 -0.0046722885079025986 -0.0034675711648961432 -0.0037895040852266009 0.00066689753359509656 0.0038046591148965768 0.00047494857425244572 -0.00024784358826697038 -0.0012460341953384024 0.009582393941266705 0.0032724539317027759 0.0098584344619133003 7.7993763434015031e-05
leaf_weight=67 71 57 52 69 52 73 87 52 76 60 53 55 628 332 70 64 65 230 61 63
leaf_count=67 71 57 52 69 52 73 87 52 76 60 53 55 628 332 70 64 65 230 61 63
internal_value=0 -0.00258184 -0.00624062 0.00260172 0.00422126 0.00164561 0.00203946 0.00354184 -0.000702134 0.00251753 0.00283383 0.00691748 0.00231606 0.00265501 0.00442091 0.00501838 0.00616514 0.00466887 0.0028007 0.00490383
internal_weight=0 180 109 2157 800 1357 1288 748 128 1201 1141 128 1013 960 620 550 362 295 188 124
internal_count=2337 180 109 2157 800 1357 1288 748 128 1201 1141 128 1013 960 620 550 362 295 188 124
is_linear=0
shrinkage=0.16829


Tree=6969
num_leaves=20
num_cat=0
split_feature=4 12 3 42 12 12 4 0 3 13 0 1212 1212 3 4 12 4 50 4
split_gain=6.2062 2.10904 1.32475 0.899059 0.687654 0.433234 0.388824 0.315762 0.265472 0.263554 0.252033 0.156333 0.196575 0.148145 0.146742 0.124727 0.176486 0.104061 0.0885096
threshold=0.36766000000000004 -0.011819999999999999 0.11372500000000001 -0.0043149999999999994 0.11628000000000001 -0.08947999999999999 -0.080164999999999986 -0.098524999999999988 0.13524500000000003 -0.077849999999999989 -0.10803999999999998 0.087685000000000013 0.037395000000000005 -0.021559999999999996 0.054560000000000004 0.090630000000000002 -0.019569999999999997 0.090980000000000019 -0.0023899999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -5 7 -3 10 14 -2 12 -9 -12 18 16 -11 -17 -8
right_child=8 2 -4 5 -6 -7 9 11 -10 15 13 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=0.00092581428010004012 0.00057158441727946118 0.0012894600576156079 0.00052629678338532557 0.00060468262077367882 0.00067939620556217142 0.00024054715325184424 0.00098890115132922295 0.0010179776916505402 0.00014699538407407701 0.0011097209381447227 0.00041992237920729548 0.00089079394275900765 0.001235077838357431 0.00018034524477322558 0.00085944536852090197 0.00082008313044722593 0.00088780177334587716 0.00096068055646022111 0.0011093473350160294
leaf_weight=61 64 52 81 83 92 63 377 413 58 58 63 92 53 52 85 293 133 76 88
leaf_count=61 64 52 81 83 92 63 377 413 58 58 63 92 53 52 85 293 133 76 88
internal_value=0 0.000905523 0.000940135 0.000588832 0.000958615 0.000447797 0.000973529 0.00104097 0.000341966 0.000936433 0.000404944 0.00101776 0.00104274 0.000311898 0.000988294 0.000885434 0.000955375 0.000849136 0.00101177
internal_weight=0 2100 1893 207 1812 146 1720 610 237 1110 179 558 466 115 550 560 191 369 465
internal_count=2337 2100 1893 207 1812 146 1720 610 237 1110 179 558 466 115 550 560 191 369 465
is_linear=0
shrinkage=0.0032998


Tree=6970
num_leaves=12
num_cat=0
split_feature=10 0 48 1 51 14 0 51 1 3 456
split_gain=0.139251 0.281827 0.118994 0.150665 0.114235 0.128671 0.149944 0.265053 0.182003 0.206443 0.109625
threshold=-1.0000000180025095e-35 -0.069389999999999993 0.12737000000000001 0.13251500000000002 0.12200500000000002 -0.10708499999999999 -0.13010499999999997 0.10055500000000002 0.087720000000000006 0.10323000000000002 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 8 10 -7 -10 -8
right_child=2 -3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.0046648552733642408 0.010042767196121254 -0.011935551909769939 -0.0042511477659297669 0.0093140301637095798 0.0085587744382449316 0.004154389971457376 0.0028586216391782346 -0.0090615345433876331 -0.0096532245911903486 0.0027038237182111153 0.010029205247210713
leaf_weight=61 61 55 66 102 90 98 1592 52 102 61 63
leaf_count=61 61 55 66 102 90 98 1592 52 102 61 63
internal_value=0 -0.00319054 0.00277951 0.00298925 0.00268395 0.00242248 0.00218536 0.00276014 -0.00156694 -0.00501779 0.00313267
internal_weight=0 116 2287 2221 2119 2029 1968 1707 261 163 1655
internal_count=2403 116 2287 2221 2119 2029 1968 1707 261 163 1655
is_linear=0
shrinkage=0.16829


Tree=6971
num_leaves=18
num_cat=0
split_feature=159 1446 3 132 10 16 3 49 124 12 42 1447 49 48 52 0 52
split_gain=0.114314 0.167665 0.235549 0.125189 0.195801 0.183745 0.102592 0.135905 0.100346 0.136077 0.219816 0.0907979 0.0847499 0.137707 0.202582 0.0904502 0.0589315
threshold=-0.085469999999999977 0.08393500000000001 -0.081184999999999993 0.10645500000000001 -1.0000000180025095e-35 -0.078074999999999992 -1.0000000180025095e-35 0.12372500000000002 -0.085124999999999992 0.082780000000000006 0.082115000000000007 -0.084549999999999986 -0.07107999999999999 0.083570000000000019 -0.081164999999999987 -0.13314999999999996 0.51339500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 -6 10 -10 -11 -8 14 -14 -16 -4
right_child=3 -3 16 -5 6 -7 12 -9 9 11 -12 -13 13 -15 15 -17 -18
leaf_value=0.017563514289462113 -0.012392202188769477 -0.0018359697738538005 0.0072274080815582023 0.0074643478916725323 0.008826580732171874 0.0012765048866303461 0.010254788270993735 -0.0063558991097022307 -0.0073762994119172471 -0.0049884454323998687 0.0048190692358674736 0.0021765974731154524 -0.0025660482057517676 -0.0029101069652596304 0.013890976498238301 0.0048850053097973349 0
leaf_weight=53 55 65 77 101 52 56 60 64 117 52 65 1272 58 74 64 64 54
leaf_count=53 55 65 77 101 52 56 60 64 117 52 65 1272 58 74 64 64 54
internal_value=0 0.0054889 0.00808626 0.00167597 0.00139032 -0.00548009 0.00178395 0.00123912 0.00155226 0.0012999 -0.00301094 0.00189383 0.00453991 0.00321418 0.00566039 0.00940203 0.00423823
internal_weight=0 249 184 2154 2053 111 1942 1622 1558 1506 182 1324 320 260 186 128 131
internal_count=2403 249 184 2154 2053 111 1942 1622 1558 1506 182 1324 320 260 186 128 131
is_linear=0
shrinkage=0.16829


Tree=6972
num_leaves=24
num_cat=0
split_feature=1 155 15 2 2 12 12 160 2 12 1 41 150 1 1 15 15 1203 1 12 12 2 15
split_gain=19.2133 3.91943 2.26196 1.92781 2.01718 1.44207 1.01471 0.733965 0.58093 0.472156 0.387614 0.297631 0.291609 0.270707 0.178474 0.169094 0.36051 0.129612 0.137336 0.126468 0.0731016 0.0677942 0.0188429
threshold=0.098370000000000027 0.10158500000000002 -0.2987999999999999 0.099675000000000014 -1.0000000180025095e-35 0.077755000000000005 0.092495000000000008 -1.0000000180025095e-35 0.14721500000000001 0.11844 0.087070000000000022 0.075585000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.11378500000000001 -0.033689999999999991 -0.074959999999999985 0.086445000000000008 0.08592000000000001 0.083785000000000012 0.088965000000000002 0.083760000000000015 0.094620000000000024
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 7 4 -4 10 11 -2 12 15 13 17 -5 -1 -6 16 -8 18 19 -7 -20 -21 -17
right_child=1 -3 3 8 14 6 9 -9 -10 -11 -12 -13 -14 -15 -16 22 -18 -19 20 21 -22 -23 -24
leaf_value=0.0055844640698848843 0.0049908017203494992 0.0059349694460284876 0.0049593864126011526 0.0052350284340344907 0.0058732283450184681 0.0060745305101055072 0.0058281622826968247 0.0045412898056321092 0.0047122506694911703 0.0054580464759863842 0.0054276345039222622 0.0061983280053677986 0.0049490104559343565 0.0058961583034940201 0.0055939235211491861 0.0058944151733002458 0.0054931672613137096 0.0061056441915104658 0.0057179972853779381 0.0060600783755954202 0.0058950297908550225 0.0059088853914858915 0.0058002523101885438
leaf_weight=83 80 67 56 102 56 86 102 85 54 55 93 53 75 59 65 145 62 55 69 55 87 625 134
leaf_count=83 80 67 56 102 56 86 102 85 54 55 93 53 75 59 65 145 62 55 69 55 87 625 134
internal_value=0 0.00517663 0.00508789 0.00522063 0.00548193 0.00584476 0.00588223 0.00475945 0.00502026 0.00575764 0.00560095 0.00594244 0.00511403 0.00571422 0.00572348 0.00579476 0.00570173 0.00592852 0.00591792 0.00593843 0.00581695 0.00592117 0.00584932
internal_weight=0 640 573 408 177 1763 1528 165 231 498 235 1030 177 142 121 443 164 977 922 766 156 680 279
internal_count=2403 640 573 408 177 1763 1528 165 231 498 235 1030 177 142 121 443 164 977 922 766 156 680 279
is_linear=0
shrinkage=0.0032998


Tree=6973
num_leaves=26
num_cat=0
split_feature=3 43 4 3 4 43 11 11 4 3 3 15 4 4 4 3 3 47 3 130 13 3 133 49 43
split_gain=5.89983 2.20261 1.80339 1.48962 0.565378 0.524301 0.3855 0.381682 0.363969 0.342669 0.242254 0.209993 0.242376 0.188641 0.267827 0.579783 0.134166 0.126828 0.126562 0.0960844 0.0890127 0.0702269 0.0509571 0.0617608 0.0331556
threshold=-0.055839999999999994 -0.049914999999999994 0.30163500000000004 0.30112000000000005 0.26900000000000007 -0.090214999999999976 1.0000000180025095e-35 0.085155000000000022 0.36766000000000004 -0.11756999999999999 -0.079724999999999976 0.08765000000000002 -0.082249999999999976 0.07252500000000002 -0.030434999999999993 0.086245000000000016 -0.087319999999999995 0.090100000000000013 -0.09132499999999999 -0.0062849999999999989 -0.054464999999999993 0.102425 0.092120000000000021 0.097085000000000019 0.22924500000000003
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=2 4 6 8 5 -2 9 -8 13 -1 11 12 19 14 21 -16 -13 22 -14 -11 -18 -3 24 -24 -12
right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 17 16 18 -15 15 -17 20 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.00083786994439495176 0.00080864588699171964 0.00097153312752143992 0.00054858900811282805 0.00046491448827813106 0.00020107144949629857 0.00040991041975511005 0.0014274934873297731 0.0010851212192784115 0.00070629482962841945 0.0011340470562086011 0.0010954329023784464 0.00093580274237475272 0.00097695637063589433 0.0011459983742727776 0.0010451222490348634 0.00058100612131161496 0.0010157632138359273 0.00087707717694042941 0.0011246462828268919 0.001290460808459895 0.0011675254293911177 0.0011503739681524082 0.001041049161267214 0.00089244151682111921 0.00099140923932324976
leaf_weight=67 56 52 71 93 74 102 70 75 63 70 180 103 79 64 64 55 95 64 430 137 87 53 95 52 52
leaf_count=67 56 52 71 93 74 102 70 75 63 70 180 103 79 64 64 55 95 64 430 137 87 53 95 52 52
internal_value=0 0.000700742 0.00106457 0.000836986 0.000439848 0.000551457 0.00108667 0.00125065 0.000935468 0.00107091 0.0010817 0.00111051 0.00114114 0.000985478 0.000939457 0.000830911 0.00103344 0.0010165 0.00110179 0.00123774 0.0010885 0.00106214 0.00103996 0.00098872 0.00107227
internal_weight=0 676 1727 444 232 158 1656 145 351 1511 1444 1001 716 288 224 119 285 443 509 207 182 105 379 147 232
internal_count=2403 676 1727 444 232 158 1656 145 351 1511 1444 1001 716 288 224 119 285 443 509 207 182 105 379 147 232
is_linear=0
shrinkage=0.0032998


Tree=6974
num_leaves=26
num_cat=0
split_feature=1 1 123 4 131 40 13 4 48 13 4 403 4 4 13 4 13 130 394 475 159 1 49 400 13
split_gain=15.5327 4.1729 2.1307 1.45526 1.10572 0.635108 0.698945 0.485523 0.466053 0.430511 0.520427 0.289536 0.314163 0.323403 0.242621 0.214777 0.209889 0.221946 0.167669 0.163292 0.159853 0.153727 0.103212 0.0853949 0.087614
threshold=0.098370000000000027 0.13662500000000002 1.0000000180025095e-35 -0.031874999999999994 0.079610000000000014 -0.0095299999999999985 -0.00051499999999999994 0.42405000000000009 0.089025000000000007 0.0014100000000000002 0.057265000000000003 -0.0076149999999999994 -1.0000000180025095e-35 -0.030434999999999993 0.056910000000000009 -0.082869999999999985 -0.057284999999999996 0.0029050000000000005 -0.0039699999999999987 -0.085684999999999997 0.11361500000000001 0.10587000000000001 -0.050114999999999993 -0.0064499999999999991 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 21 9 -1 15 -3 11 10 -5 -8 13 14 -13 16 -7 18 -18 -17 23 -2 -4 -21 -25
right_child=1 7 22 4 -6 6 8 -9 -10 -11 -12 12 -14 -15 -16 19 17 -19 -20 20 -22 -23 -24 24 -26
leaf_value=0.0013246006284175487 0.0014304942364426392 0.00069077016777140403 0.00088251978536658547 0.00064556525210407683 0.0015440087994458632 0.0018761504398372769 0.0017072408420167997 0.00027388032973743218 0.0012086275402539912 0.0012514423913561814 0.0010562911875440313 0.0016318870249563298 0.0016934897591592824 0.0012088000154352448 0.0013697069933871452 0.00180394229881033 0.0017226932424959857 0.0018436679229120157 0.0014557812681509927 0.0017543888780533693 0.0014417561148622623 0.0016703696539782553 0.00068986697574707919 0.0016481929473657051 0.0015692063668032133
leaf_weight=86 61 55 54 52 53 90 91 69 53 58 98 82 65 56 78 62 52 57 57 67 53 63 77 569 245
leaf_count=86 61 55 54 52 53 90 91 69 53 58 98 82 65 56 78 62 52 57 57 67 53 63 77 569 245
internal_value=0 0.00100309 0.00113376 0.00125759 0.00111727 0.00160344 0.00161772 0.000459075 0.00150121 0.00100837 0.000914141 0.0015428 0.00148942 0.00142785 0.00150429 0.00165724 0.00174456 0.00167301 0.00158344 0.00163476 0.00162349 0.00155265 0.00076955 0.00163438 0.00162446
internal_weight=0 640 516 385 261 1763 1677 124 425 208 150 372 281 216 160 1252 256 166 109 996 934 124 131 881 814
internal_count=2403 640 516 385 261 1763 1677 124 425 208 150 372 281 216 160 1252 256 166 109 996 934 124 131 881 814
is_linear=0
shrinkage=0.0032998


Tree=6975
num_leaves=24
num_cat=0
split_feature=1 15 150 12 2 150 4 11 2 2 2 1 1 0 52 49 42 160 3 133 13 4 47
split_gain=7.46563 1.40078 1.27501 0.927696 0.770305 0.359938 0.325724 0.355621 0.317738 0.37032 0.372943 0.302937 0.294083 0.198881 0.183968 0.174412 0.131388 0.0994711 0.0970969 0.0969344 0.0926532 0.0713269 0.0710926
threshold=0.109225 -0.26826999999999995 0.084680000000000019 0.077755000000000005 0.11982500000000001 0.089910000000000018 0.049545000000000006 1.0000000180025095e-35 0.10613000000000002 0.074875000000000011 0.093565000000000023 0.088340000000000016 0.13075500000000004 -0.064804999999999988 0.038145000000000005 0.087520000000000014 0.087005000000000013 -0.52336499999999997 -0.093224999999999988 0.11370000000000001 0.10506500000000002 0.51400500000000016 0.11002500000000003
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 12 4 5 22 8 7 13 9 -1 -11 -9 -2 17 15 -8 -15 -5 20 -20 -19 -14 -3
right_child=1 2 -4 6 -6 -7 14 11 -10 10 -12 -13 21 16 -16 -17 -18 18 19 -21 -22 -23 -24
leaf_value=0.00077924972394138338 0.00052407463118598512 0.0011066782423732196 0.00039606405100278414 0.00098176093861126893 0.00059019411242028363 0.00065107441620619328 0.00077106128243546875 0.0014424209254100782 0.00075534225193388499 0.0012516041320329884 0.00094323183865626693 0.0011005037739075518 0.0003243038121639476 0.00083780579294534985 0.0011090915541398453 0.0010140508906964457 0.0010723704802240387 0.00094525270264757591 0.0011425017059787498 0.0010489752812983502 0.0011340041768894311 0.0001496213123557313 0.00093868735164447971
leaf_weight=58 63 71 86 68 65 52 65 64 71 81 94 53 52 53 69 68 56 71 824 154 53 52 52
leaf_count=58 63 71 86 68 65 52 65 64 71 81 94 53 52 53 69 68 56 71 824 154 53 52 52
internal_value=0 0.000584313 0.000729619 0.00105984 0.000882016 0.000906928 0.00109388 0.00111198 0.000950576 0.00100992 0.00108617 0.00128784 0.000345696 0.00109586 0.000968674 0.000895561 0.000958639 0.00110861 0.00111641 0.00112781 0.00102621 0.000237301 0.00103594
internal_weight=0 441 274 1954 188 356 1598 1396 304 233 175 117 167 1279 202 133 109 1170 1102 978 124 104 123
internal_count=2395 441 274 1954 188 356 1598 1396 304 233 175 117 167 1279 202 133 109 1170 1102 978 124 104 123
is_linear=0
shrinkage=0.0032998


Tree=6976
num_leaves=31
num_cat=0
split_feature=1 15 2 15 1 0 15 1 0 42 43 15 51 16 0 2 43 0 15 16 43 43 0 52 2 16 2 16 16 15
split_gain=11.1797 1.46782 1.37537 0.830808 0.870439 0.486713 0.484365 0.450797 0.367655 0.308884 0.258299 0.25048 0.17413 0.270249 0.162533 0.159703 0.147317 0.146391 0.141653 0.145143 0.139651 0.134665 0.169274 0.12241 0.104483 0.073552 0.0508142 0.0481491 0.07321 0.0126195
threshold=0.10892500000000001 -0.26826999999999995 0.10045500000000002 0.03981500000000001 0.088340000000000016 -0.15135999999999997 -0.006494999999999999 0.13130500000000003 -0.14310999999999999 0.084815000000000015 0.0061450000000000003 0.11934000000000002 -0.023524999999999997 0.50597000000000014 -0.071719999999999992 0.090000000000000011 -0.085154999999999995 -0.12608499999999997 -0.087044999999999997 -0.062804999999999986 -0.082739999999999994 -0.082094999999999987 -0.092514999999999986 0.087555000000000008 0.090310000000000015 -0.081299999999999983 0.092425000000000021 -0.091029999999999986 -0.080894999999999981 -0.075694999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 9 4 6 -6 12 -2 -5 -3 11 14 13 16 27 -8 -1 -4 19 24 -20 -7 -23 -12 -14 -25 -24 -10 -29 -18
right_child=1 2 17 8 5 21 15 -9 10 -11 23 -13 18 -15 -16 -17 29 -19 20 -21 -22 22 26 25 -26 -27 -28 28 -30 -31
leaf_value=0.0014074460248518475 0.00049486116691011277 0.00076955828807360159 0.00036525938336456453 0.0014415307461457141 0.00063063285415011696 0.00084529322386971855 0.0010540728008871507 0.00014483002812905107 0.0012923869997732308 0.0011062691233322452 0.00096507158537826546 0.00098656922401569821 0.0013255769138278844 0.0010068038275101898 0.0013676598764818437 0.00081029757762453964 0.0012468304672859714 0.00056885941656623529 0.0011159306978397792 0.0010365964399526178 0.0009213522975816058 0.0008712438387172821 0.0011565169383124267 0.001227048182180125 0.0011428190753885645 0.0010429839196992345 0.0010148669259937711 0.0011327049937262708 0.0012243574136334401 0.0011568778813047696
leaf_weight=65 66 61 78 56 60 81 53 103 57 60 91 58 60 53 72 71 57 79 90 80 79 66 59 52 94 52 67 194 228 53
leaf_count=65 66 61 78 56 60 81 53 103 57 60 91 58 60 53 72 71 57 79 90 80 79 66 59 52 94 52 67 194 228 53
internal_value=0 0.000524617 0.00067214 0.00110342 0.00104256 0.000901442 0.00110475 0.000281737 0.00118038 0.000936814 0.00116215 0.00119606 0.00114203 0.00121638 0.00121804 0.000914776 0.00127965 0.000467932 0.00109987 0.00115367 0.00102518 0.000960832 0.00100939 0.00105607 0.00121425 0.00113535 0.00108147 0.00119548 0.00118231 0.00120381
internal_weight=0 447 278 1948 1088 333 755 169 860 121 804 609 631 228 551 124 175 157 403 234 169 273 192 195 154 104 126 479 422 110
internal_count=2395 447 278 1948 1088 333 755 169 860 121 804 609 631 228 551 124 175 157 403 234 169 273 192 195 154 104 126 479 422 110
is_linear=0
shrinkage=0.0032998


Tree=6977
num_leaves=16
num_cat=0
split_feature=4 13 43 48 52 52 1 42 42 147 151 52 42 4 12
split_gain=0.299679 0.215352 0.096877 0.121257 0.106886 0.102506 0.0953501 0.0880527 0.147488 0.096014 0.138815 0.0831821 0.0925763 0.044235 0.0335774
threshold=0.30163500000000004 -0.15714499999999998 -0.14044999999999999 0.10168500000000001 -0.076839999999999978 -0.060549999999999993 0.13130500000000003 -0.091214999999999977 -0.14509999999999998 1.0000000180025095e-35 -0.088484999999999994 0.50590000000000013 -0.077669999999999989 0.42953500000000006 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 -1 -5 13 8 -4 10 -9 12 -12 -3 -6
right_child=1 6 3 5 14 -7 -8 9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.019650803204681051 0.012480169375011813 0.00072197906151173752 0.012057650799179261 0.010822271169068965 0.014451671647764983 0.0013694200204391004 -0.0034651839751931395 0.01760996982009173 0.001370625590835686 0.0044973324561330252 0.01466062139318183 0.015057524044203669 0.0095791413621447476 0.0070564962683270947 0.0090336107857513365
leaf_weight=59 65 59 66 52 54 88 74 79 83 75 112 100 1271 68 90
leaf_count=59 65 59 66 52 54 88 74 79 83 75 112 100 1271 68 90
internal_value=0 0.00405648 0.0100595 0.00968771 0.0135784 0.00489331 0.00132346 0.0100625 0.00611653 0.0104206 0.0107038 0.0103347 0.00999196 0.00412784 0.0110779
internal_weight=0 266 2129 1926 203 140 201 1786 149 1637 1562 1483 1383 127 144
internal_count=2395 266 2129 1926 203 140 201 1786 149 1637 1562 1483 1383 127 144
is_linear=0
shrinkage=0.16829


Tree=6978
num_leaves=15
num_cat=0
split_feature=15 0 16 16 447 4 4 15 15 401 52 2 4 15
split_gain=0.271515 0.117722 0.103223 0.161584 0.0894713 0.0959935 0.119665 0.200853 0.0842111 0.0767833 0.138119 0.0997484 0.0375349 0.0595216
threshold=-0.26826999999999995 -0.23070499999999997 -0.49181999999999998 -0.085314999999999988 0.089635000000000006 0.27161500000000005 0.043850000000000007 -0.032704999999999991 0.11754500000000001 0.087110000000000007 0.087375000000000008 0.084245000000000014 0.065590000000000009 -0.089734999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 8 12 9 11 -11 -3 -8 -14
right_child=1 4 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15
leaf_value=0.0079022539508132716 0.00095294939450401108 0.0062824843852232297 -0.0066715772199613093 0.0049695396842521986 0.001606634465775644 0.015628586857692736 0.0049514466420561912 -0.0030948777640001039 0.013788852063047878 0.016494835449200291 0.0056259135855700089 0.0093099563243153362 0.0066354668629771633 0.013662965629411062
leaf_weight=54 60 444 67 68 52 56 94 62 102 91 53 1044 92 56
leaf_count=54 60 444 67 68 52 56 94 62 102 91 53 1044 92 56
internal_value=0 0.00833904 0.00168071 -0.000794596 0.00854471 0.00871614 0.00852532 0.00543072 0.00906682 0.00877059 0.0125069 0.00840781 0.00762239 0.00930666
internal_weight=0 2206 189 135 2146 2094 2038 304 1734 1632 144 1488 242 148
internal_count=2395 2206 189 135 2146 2094 2038 304 1734 1632 144 1488 242 148
is_linear=0
shrinkage=0.16829


Tree=6979
num_leaves=15
num_cat=0
split_feature=15 150 14 15 41 11 2 484 157 376 160 3 2 0
split_gain=0.188348 0.206846 0.0904787 0.139812 0.0896802 0.187262 0.271046 0.0952363 0.156756 0.142591 0.115009 0.0868318 0.216341 0.0895812
threshold=-0.2987999999999999 0.116995 -0.36617499999999997 -0.53159999999999996 0.083975000000000008 1.0000000180025095e-35 0.10124000000000001 0.062030000000000009 -0.077384999999999995 0.083960000000000021 -0.14309999999999998 -0.055009999999999996 0.083365000000000009 -0.10075499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 5 7 -7 9 -9 11 -10 13 -13 -2
right_child=1 -3 3 -5 -6 6 -8 8 10 -11 -12 12 -14 -15
leaf_value=0.0060284881297867771 0.0011591783659613704 -0.0012924097401780129 0.0041138063505021666 -0.0077207199578615297 0.00085993006753109461 0.021319298740601213 0.0057159604137951743 -0.0010701035965467677 0.0021778436155632827 -0.00062609131564408276 0.01198561827042495 0.018241863781738157 0.007919476426637144 0.00746515667350284
leaf_weight=71 68 83 58 55 61 65 62 103 62 59 76 74 265 1233
leaf_count=71 68 83 58 55 61 65 62 103 62 59 76 74 265 1233
internal_value=0 0.00693126 0.00131513 -0.00163046 0.00725285 0.00744065 0.0137161 0.00702891 0.00388263 0.00747415 0.00759225 0.00776665 0.010178 0.00713694
internal_weight=0 2211 184 113 2128 2067 127 1940 241 1699 138 1640 339 1301
internal_count=2395 2211 184 113 2128 2067 127 1940 241 1699 138 1640 339 1301
is_linear=0
shrinkage=0.16829


Tree=6980
num_leaves=21
num_cat=0
split_feature=4 12 13 2 4 2 2 13 2 4 157 157 2 52 52 1203 12 13 52 49
split_gain=6.00412 2.43978 1.62304 0.638384 0.60583 0.551299 0.739832 0.528118 0.364235 0.289101 0.253884 0.236237 0.233164 0.181466 0.422611 0.16368 0.15506 0.141574 0.105269 0.100078
threshold=0.30163500000000004 0.054520000000000006 -0.0013449999999999996 0.097070000000000004 -0.030434999999999993 0.10859000000000001 0.085025000000000003 -0.089899999999999994 0.12708000000000003 0.054560000000000004 -0.086284999999999987 1.0000000180025095e-35 0.092425000000000021 0.0029250000000000005 -0.23574499999999998 0.086445000000000008 0.097510000000000013 -0.09219999999999999 0.022635000000000006 -0.0043999999999999985
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 2 5 9 -4 6 -1 -2 -9 10 -3 13 -6 14 -5 17 -15 18 -12 -19
right_child=7 3 4 11 12 -7 -8 8 -10 -11 15 -13 -14 16 -16 -17 -18 19 -20 -21
leaf_value=0.0004486876000105899 0.00025433100795859076 0.00095272711835418778 0.0011757469558628011 0.00099914446295934576 0.00095844140394349311 0.00034966517280922638 0.00097068191877040984 0.00070023302415609572 0.00037887914430306178 0.00093172671235131456 0.0013351366523979848 0.0011489512709213557 0.00065698970000635059 0.00085188307731847498 0.00066096916556309152 0.001294276006087627 0.0010845054291053456 0.0011836614740409334 0.0011252505631357539 0.0010895123710288042
leaf_weight=60 84 100 97 81 62 78 59 101 63 105 57 52 53 53 82 64 84 158 55 792
leaf_count=60 84 100 97 81 62 78 59 101 63 105 57 52 53 53 82 64 84 158 55 792
internal_value=0 0.00101115 0.000782232 0.00106676 0.000982838 0.000566172 0.000707788 0.000467852 0.000577001 0.00109996 0.00111434 0.000941093 0.000819818 0.000904947 0.000829236 0.00112867 0.00099477 0.00111865 0.00123238 0.00110521
internal_weight=0 2092 409 1683 212 197 119 248 164 1331 1226 352 115 300 163 1126 137 1062 112 950
internal_count=2340 2092 409 1683 212 197 119 248 164 1331 1226 352 115 300 163 1126 137 1062 112 950
is_linear=0
shrinkage=0.0032998


Tree=6981
num_leaves=24
num_cat=0
split_feature=12 4 43 43 4 12 51 11 48 4 48 4 4 40 51 1203 1210 483 42 12 1447 42 130
split_gain=4.48579 1.86566 0.85792 0.60816 0.601902 0.544143 0.467315 0.43205 0.341763 0.40968 0.375375 0.453552 0.278428 0.269081 0.185116 0.131713 0.129045 0.124316 0.0927008 0.0810013 0.0796772 0.0334156 0.018439
threshold=0.077755000000000005 0.36766000000000004 -0.049914999999999994 -0.095564999999999983 -0.42305999999999994 0.093270000000000006 0.09678500000000001 1.0000000180025095e-35 0.094275000000000012 0.50373500000000015 -1.0000000180025095e-35 -0.00076499999999999995 0.053255000000000004 -0.079179999999999987 -0.11077499999999998 0.087075000000000014 -0.08107499999999998 -0.073589999999999989 -0.006494999999999999 0.10488500000000002 -0.086059999999999984 0.093985000000000013 0.098730000000000026
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 3 -1 -4 7 12 15 9 10 -6 -12 14 -5 -7 16 -2 -18 22 -20 -19 -14 -16
right_child=1 -3 4 13 8 6 -8 -9 -10 -11 11 -13 21 -15 18 -17 17 20 19 -21 -22 -23 -24
leaf_value=0.00085345367094818536 0.0012482169095816688 0.00048004076249575278 0.0011636751221941386 0.00057474322780526744 0.00067174474614691958 0.0012712631475267696 0.0007641265740303499 0.001373741385546819 0.00058047607829634978 0.00061775934786521716 0.00075801851248663609 0.0011409303439616147 0.00083579284081370005 0.00028912822145002741 0.0010915076588584192 0.0012796212437091118 0.0012332311928410671 0.0012166150999324901 0.00096778293744986127 0.0011260327497304142 0.001077412307162252 0.00096042221357467829 0.0011833172015299042
leaf_weight=61 71 56 53 92 52 54 74 79 72 69 54 93 55 60 92 55 72 52 142 52 773 55 52
leaf_count=61 71 56 53 92 52 54 74 79 72 69 54 93 55 60 92 55 72 52 142 52 773 55 52
internal_value=0 0.00107365 0.000743616 0.000574438 0.000835218 0.00109344 0.0010107 0.00113666 0.000783914 0.000838438 0.000914777 0.00100051 0.00104698 0.000462232 0.00108857 0.00111832 0.00110912 0.00109807 0.00105928 0.00101038 0.00108623 0.000898428 0.00112491
internal_weight=0 1734 606 213 393 1678 576 1102 340 268 199 147 502 152 392 1023 968 897 338 194 825 110 144
internal_count=2340 1734 606 213 393 1678 576 1102 340 268 199 147 502 152 392 1023 968 897 338 194 825 110 144
is_linear=0
shrinkage=0.0032998


Tree=6982
num_leaves=18
num_cat=0
split_feature=1 3 4 124 3 3 447 11 0 4 4 1 12 43 12 1 4
split_gain=9.6381 1.34748 0.869382 0.862415 0.640078 0.797058 0.378613 0.518169 0.456925 0.50246 0.289124 0.286444 0.253083 0.201885 0.218963 0.143563 0.0508773
threshold=0.10752500000000002 -0.058704999999999993 0.10440500000000001 -0.043384999999999993 0.30112000000000005 0.09037000000000002 0.084700000000000011 1.0000000180025095e-35 -0.066659999999999983 -0.46376499999999993 -0.068484999999999976 0.096300000000000011 0.08708500000000001 -0.14839499999999997 0.092495000000000008 0.12835000000000002 -0.028814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 15 7 8 11 -10 -11 13 -9 -5 -15 -3 -12
right_child=1 4 -4 6 -6 -7 -8 12 9 10 16 -13 -14 14 -16 -17 -18
leaf_value=0.00086663401303073504 0.0011674817100676379 0.00058392115089114891 0.00063487858982353579 0.0013974591200838294 0.00029352363760936918 0.00092391765239696459 0.00094623900876341532 0.0015951146246974083 0.0013236768913979543 0.0007587469409139941 0.0011353648907046683 0.0010364229923836223 0.0012955680830800021 0.0012446626088885204 0.0011365987149805578 0.00037146498587529287 0.00098347777223815273
leaf_weight=87 72 75 63 78 93 66 61 52 57 53 54 90 82 964 271 67 55
leaf_count=87 72 75 63 78 93 66 61 52 57 53 54 90 82 964 271 67 55
internal_value=0 0.000644933 0.000919195 0.00118903 0.000521808 0.000623708 0.00120444 0.00121339 0.00119696 0.00105557 0.000961019 0.001219 0.00141207 0.00123149 0.00122098 0.000483926 0.00105905
internal_weight=0 436 135 1904 301 208 1817 1756 1622 219 162 1403 134 1313 1235 142 109
internal_count=2340 436 135 1904 301 208 1817 1756 1622 219 162 1403 134 1313 1235 142 109
is_linear=0
shrinkage=0.0032998


Tree=6983
num_leaves=23
num_cat=0
split_feature=1 11 0 131 2 4 15 4 48 1208 1420 4 2 1203 0 1 4 0 0 1 1 4
split_gain=0.145965 0.144361 0.151264 0.181572 0.124354 0.160127 0.127419 0.235225 0.177856 0.106162 0.0897073 0.147602 0.113116 0.0749853 0.100599 0.214762 0.105695 0.0724994 0.0618612 0.0480251 0.0435391 0.0430556
threshold=0.090785000000000018 0.091795000000000015 -0.23029499999999997 0.089785000000000018 0.093680000000000013 -0.0047649999999999993 -0.42075999999999997 -0.0084099999999999991 0.091635000000000008 1.0000000180025095e-35 -0.052439999999999994 -0.099704999999999974 0.11923000000000002 0.087075000000000014 -0.086984999999999993 0.081755000000000008 0.0015850000000000003 0.047740000000000012 -0.073284999999999975 0.11570500000000002 0.11931500000000002 -0.16772499999999999
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=9 2 -2 4 5 18 -6 21 -9 10 -1 17 13 14 15 -13 -16 -12 -4 -7 -5 -8
right_child=1 -3 3 20 6 19 7 8 -10 -11 11 12 -14 -15 16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.014871909676191945 0.013580998800702786 0.013488574436909694 0.0050906116119122441 0.0073227952016545082 0.0069471173689982383 0.012654456333895732 0.0066018654445742595 -0.01428032658718883 -0.00032517656256841643 0.015477387235671802 -0.0015482083675666914 0.011046584526513477 0.015507569476009763 0.013538691213957964 0.0069380325513166306 0.0015409197605282313 -0.00074148929831667227 0.0062135032902913339 -0.0023666539184965078 0.0062739926530412859 0.01345207991312251 0.00034820856793781627
leaf_weight=53 53 60 60 96 67 69 63 52 52 57 65 412 60 66 599 81 55 71 66 68 52 63
leaf_count=53 53 60 60 96 67 69 63 52 52 57 65 412 60 66 599 81 55 71 66 68 52 63
internal_value=0 0.00552404 0.00489372 0.00424087 0.00285079 0.00551644 0.00048426 -0.00139059 -0.00732003 0.008318 0.00803765 0.0077793 0.00834289 0.00798702 0.007666 0.00948845 0.00628945 0.00249065 0.00117017 0.00950063 0.00948847 0.0034893
internal_weight=0 821 761 708 560 263 297 230 104 1519 1462 1409 1273 1213 1147 493 654 136 126 137 148 126
internal_count=2340 821 761 708 560 263 297 230 104 1519 1462 1409 1273 1213 1147 493 654 136 126 137 148 126
is_linear=0
shrinkage=0.16829


Tree=6984
num_leaves=12
num_cat=0
split_feature=3 3 48 0 1454 9 0 0 4 3 12
split_gain=0.156617 0.140206 0.0915585 0.233087 0.10858 0.0995688 0.0724139 0.190205 0.129924 0.121931 0.0262507
threshold=0.31343500000000007 0.12566000000000002 0.093265000000000015 -0.066044999999999979 0.096235000000000015 0.081890000000000004 0.04939000000000001 -0.032619999999999989 -0.099704999999999974 -0.18766499999999997 0.086360000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 6 7 8 -1 -8 -4
right_child=-2 -3 3 -5 -6 -7 9 -9 -10 -11 -12
leaf_value=-0.0015265067527066088 -0.0008011231914421056 0.01410262164722313 0.0034832327463121975 -0.0068435356755122551 -0.00091109805100785392 0.013865025243172763 0.0076107018752586469 0.015044595561617606 0.0066938622055261431 -0.0025731993881426217 0.007976945423910517
leaf_weight=56 89 65 66 53 54 54 69 76 1605 64 89
leaf_count=56 89 65 66 53 54 54 69 76 1605 64 89
internal_value=0 0.00637891 0.00614842 0.00277468 0.00650228 0.00671129 0.00650375 0.00679422 0.00641563 0.00269667 0.00607508
internal_weight=0 2251 2186 208 1978 1924 1870 1737 1661 133 155
internal_count=2340 2251 2186 208 1978 1924 1870 1737 1661 133 155
is_linear=0
shrinkage=0.16829


Tree=6985
num_leaves=34
num_cat=0
split_feature=1 2 52 1 1 2 51 1 0 0 16 52 16 2 1 0 2 43 0 16 16 0 43 0 42 0 42 12 2 2 2 12 0
split_gain=8.6438 1.10578 0.94875 0.745314 0.522186 0.483728 0.455631 0.553944 0.521286 0.394929 0.322179 0.311864 0.202995 0.200055 0.192089 0.185664 0.226473 0.317328 0.225497 0.157238 0.131397 0.116911 0.112566 0.0820775 0.100809 0.0812908 0.0769825 0.0886327 0.0600097 0.0482828 0.0847134 0.0464178 0.0299204
threshold=0.10732500000000002 0.092155000000000015 -0.24526499999999998 0.12719000000000003 0.091785000000000019 1.0000000180025095e-35 -0.097374999999999975 0.081315000000000012 -0.049024999999999992 -0.072529999999999983 -0.41163499999999992 -0.054974999999999989 -0.038799999999999994 0.085730000000000015 0.078015000000000015 -0.078269999999999992 0.064660000000000009 -0.00067499999999999993 -0.087284999999999988 -0.091624999999999984 -0.082909999999999984 -0.14310999999999999 -0.081799999999999984 -0.077334999999999987 0.088885000000000006 -0.083554999999999977 0.08400500000000001 0.085515000000000022 0.11404000000000002 0.087830000000000005 0.089625000000000024 0.087805000000000008 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 13 -4 28 8 22 12 -5 -12 -6 15 25 16 18 19 -1 -18 -7 -9 -8 24 -24 26 31 -28 -3 -27 -31 -15 -20
right_child=2 6 3 10 9 20 7 21 -10 -11 11 -13 -14 14 -16 -17 17 -19 32 -21 -22 -23 23 -25 -26 29 27 -29 -30 30 -32 -33 -34
leaf_value=0.00081574775348587582 0.00088944221245754553 0.0011077372498801835 0.00076315764414076849 9.8845596930464375e-05 0.00087693873192815801 0.00051421678403590668 0.001044773837247202 0.00055811272392217387 0.00063693449031220883 0.00063493329674547537 0.00019629585946708786 0.00055413374364109082 0.0011398972152329486 0.0012157310704066016 0.00083665542449585812 0.0013076811276571728 0.0012580703063145415 0.001381397379483267 0.0011279812580709215 0.0010523571198109451 0.00030139454464715823 0.00075793391777091018 0.00075730551239377194 0.00097912682532165399 0.00094839119100702013 0.0010792068931193672 0.00093867368472454226 0.0010998497064603182 0.0009575461573599883 0.00086498023919674618 0.0010353434478197285 0.001074409538894288 0.0010137729202867
leaf_weight=52 53 80 76 76 90 85 98 75 72 52 52 55 52 63 55 52 55 55 70 183 52 59 66 103 61 55 67 99 54 64 73 55 55
leaf_count=52 53 80 76 76 90 85 98 75 72 52 52 55 52 63 55 52 55 55 70 183 52 59 66 103 61 55 67 99 54 64 73 55 55
internal_value=0 0.000983093 0.000474231 0.000418571 0.00104128 0.000551415 0.000874425 0.000830935 0.00089268 0.000882918 0.000263757 0.00038056 0.000973482 0.00107042 0.00102452 0.00111705 0.00109588 0.00115298 0.00100116 0.00110004 0.000433695 0.000646357 0.000948712 0.000907628 0.000849364 0.00104615 0.00108298 0.00103501 0.00104748 0.000991488 0.000956015 0.00115016 0.00107801
internal_weight=0 1915 449 396 1247 213 668 534 400 194 183 107 142 1053 531 522 470 293 177 238 137 134 328 230 127 476 284 166 134 192 137 118 125
internal_count=2364 1915 449 396 1247 213 668 534 400 194 183 107 142 1053 531 522 470 293 177 238 137 134 328 230 127 476 284 166 134 192 137 118 125
is_linear=0
shrinkage=0.0032998


Tree=6986
num_leaves=23
num_cat=0
split_feature=4 12 13 43 12 4 3 2 49 3 2 43 16 13 51 12 4 13 12 12 4 12
split_gain=4.65456 2.009 0.715324 0.811937 0.700172 0.586418 0.679872 0.47052 0.595968 0.361776 0.361291 0.34486 0.279117 0.244312 0.225729 0.189023 0.171874 0.131768 0.0870949 0.106315 0.0656505 0.0364336
threshold=0.30163500000000004 0.077755000000000005 -0.28558999999999996 -0.049364999999999992 0.083970000000000017 -0.030434999999999993 0.088465000000000002 0.091595000000000024 -0.013164999999999998 -0.11255999999999998 0.10686000000000002 -0.088994999999999991 -0.010574999999999999 0.034905000000000012 -0.11077499999999998 -0.077034999999999978 0.0030100000000000001 -0.050754999999999995 0.11408000000000001 0.097510000000000013 0.50569000000000008 0.090905000000000014
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 2 -1 11 12 -5 -7 9 -9 -6 -2 -4 -3 16 -10 -12 17 -11 19 -16 -17 -18
right_child=10 4 3 5 7 6 -8 8 14 13 15 -13 -14 -15 18 20 21 -19 -20 -21 -22 -23
leaf_value=0.00026626426433211771 0.00017442235080837991 0.0012421561089042358 0.00070562993564400871 0.0010132689256227515 0.0011380951704507258 0.00085666558299790489 0.00037444558442564806 0.00044055017293772388 0.00095685804501704878 0.00088190833352229782 0.00060215640526912562 0.00037995732604170811 0.00093120951034649652 0.00069503683775348768 0.00075487086320848054 0.00043746121713928923 0.00084000740491597665 0.00097201286431358085 0.00066151018809941075 0.00088948337417497068 0.00027505220541180873 0.00071243473655174274
leaf_weight=53 84 76 55 89 66 81 53 52 98 491 54 102 56 71 199 61 54 296 63 101 52 57
leaf_count=53 84 76 55 89 66 81 53 52 98 491 54 102 56 71 199 61 54 296 63 101 52 57
internal_value=0 0.000827192 0.000626489 0.000676639 0.0008789 0.000804874 0.0006662 0.000859127 0.000776908 0.000899845 0.000351639 0.000494271 0.00111051 0.000883582 0.000814772 0.000440567 0.00089845 0.000915842 0.000776316 0.000800308 0.000363036 0.000774815
internal_weight=0 2113 433 380 1680 223 134 1548 513 1035 251 157 132 969 461 167 898 787 363 300 113 111
internal_count=2364 2113 433 380 1680 223 134 1548 513 1035 251 157 132 969 461 167 898 787 363 300 113 111
is_linear=0
shrinkage=0.0032998


Tree=6987
num_leaves=23
num_cat=0
split_feature=10 2 3 48 12 12 15 15 13 15 132 159 159 0 13 47 0 13 15 13 13 2
split_gain=0.248443 0.223846 0.403421 0.172291 0.188493 0.159289 0.382344 0.142831 0.137297 0.128312 0.121652 0.157477 0.157134 0.119236 0.109681 0.100795 0.0863189 0.0826756 0.152384 0.119968 0.0483919 0.0131141
threshold=0.058500000000000003 0.085775000000000004 -0.12077499999999998 0.088580000000000006 -0.096989999999999979 0.083995000000000014 0.035560000000000008 -0.14151499999999997 0.0043500000000000006 -0.40312499999999996 0.08518000000000002 0.10314500000000001 0.04105000000000001 -0.087404999999999997 -0.0088749999999999992 0.078345000000000012 -0.084319999999999992 -0.050754999999999995 0.088005000000000014 -0.071244999999999989 -0.086544999999999997 0.09772500000000002
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 2 -1 4 -3 6 14 -5 13 -6 11 12 -11 20 -4 16 21 19 -19 -15 -7 -9
right_child=-2 3 5 7 9 8 -8 15 -10 10 -12 -13 -14 17 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.022570114860297426 -0.0038148178959799251 0.016416905024739564 0.011966997732211626 0.0094693987146128658 -1.1093559801135697e-05 -0.00053080017340154876 0.023458372785253478 -0.0024435024069021029 -0.00067909435709996254 0.0072124372928465625 0.00086041495003728462 0.014408377461176644 -0.0020528745303255583 0.009157106146908291 0.0019476873909596191 -0.0057353868370023479 0.0076350611973243897 0.0083297980487723033 0.019568024042821715 1.9988867488470322e-05 0.0061119733308506027 0.0013083147493808754
leaf_weight=60 61 54 65 58 86 55 61 52 61 825 92 81 55 194 60 61 56 99 53 52 70 53
leaf_count=60 61 54 65 58 86 55 61 52 61 825 92 81 55 194 60 61 56 99 53 52 70 53
internal_value=0 0.00704772 0.00926163 0.00579902 0.00668143 0.00822228 0.012523 0.00203289 0.00684946 0.00621829 0.00672876 0.00728869 0.00663131 0.00773099 0.0071721 8.19225e-05 0.00229716 0.00915745 0.0122602 0.00723299 0.00317478 -0.000532618
internal_weight=0 2303 830 1473 1193 770 186 280 584 1139 1053 961 880 523 125 222 161 398 152 246 125 105
internal_count=2364 2303 830 1473 1193 770 186 280 584 1139 1053 961 880 523 125 222 161 398 152 246 125 105
is_linear=0
shrinkage=0.16829


Tree=6988
num_leaves=19
num_cat=0
split_feature=10 12 4 51 0 3 0 1213 403 402 3 4 157 3 42 12 3 483
split_gain=0.172024 0.154638 0.189255 0.148168 0.131454 0.178512 0.132262 0.117516 0.369191 0.103809 0.360804 0.122392 0.101815 0.114467 0.0809435 0.062224 0.0470531 0.0411395
threshold=0.058500000000000003 -0.14718499999999998 0.0030100000000000001 -0.40771999999999992 -0.23141499999999995 -0.0020049999999999994 -0.10803999999999998 -0.07797999999999998 -0.085534999999999986 0.023625000000000004 -0.08632999999999999 -0.50547999999999982 -0.14310999999999999 0.08734500000000002 0.086665000000000006 0.087985000000000022 0.12178000000000001 0.08783500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 6 15 8 -3 11 -11 -9 -13 -14 -10 -6 -7 -8
right_child=-2 2 3 4 5 16 17 9 14 10 -12 12 13 -15 -16 -17 -18 -19
leaf_value=0.014462199911128029 -0.0031728230971308012 0.022340883763676631 0.010372887538119059 0.0099226045401395024 0.012462465385388088 -0.006707600225526124 0.002275846747499807 0.013168958596858524 0.010384261979749291 -0.0071279787163038956 0.0092039710861328908 -0.0011178262632495722 0.006969420654906475 0.00058853225448106015 0.0027675411133770622 0.0041995015300150271 -0.00010225071256060102 -0.0029725634162378455
leaf_weight=58 61 54 72 57 52 76 222 75 73 69 86 52 1025 87 88 53 52 52
leaf_count=58 61 54 72 57 52 76 222 75 73 69 86 52 1025 87 88 53 52 52
internal_value=0 0.00586284 0.00563988 0.00317677 0.00225493 0.00138934 0.00322713 0.00661237 0.0102865 0.00604441 0.00192203 0.00655868 0.00613121 0.00647181 0.00623224 0.00830875 -0.00403821 0.00127324
internal_weight=0 2303 2245 636 564 507 379 1609 215 1394 155 1239 1164 1112 161 105 128 274
internal_count=2364 2303 2245 636 564 507 379 1609 215 1394 155 1239 1164 1112 161 105 128 274
is_linear=0
shrinkage=0.16829


Tree=6989
num_leaves=24
num_cat=0
split_feature=10 13 4 43 12 4 3 1 160 1 13 14 2 2 151 51 42 2 42 1429 4 2 2
split_gain=0.126915 0.171709 0.139668 0.186328 0.137328 0.255111 0.196622 0.111682 0.126387 0.157287 0.104091 0.115953 0.14903 0.0981959 0.0947649 0.0837648 0.0698973 0.113813 0.092332 0.0554496 0.0512988 0.049808 0.0478165
threshold=-0.090429999999999996 -0.46134499999999995 -0.078129999999999991 -0.20207499999999998 0.083995000000000014 -0.14994999999999997 -0.096404999999999991 0.081540000000000015 0.059580000000000008 0.10141500000000002 0.089520000000000016 -0.23960999999999996 0.083365000000000009 0.094720000000000013 -0.085604999999999987 -0.082384999999999986 -0.07793499999999999 0.085325000000000012 0.088305000000000008 0.083810000000000009 -0.0018299999999999998 0.09678500000000001 0.091725000000000015
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=-1 -2 3 -3 5 21 13 14 10 -10 11 -9 -13 -6 -4 20 17 -8 -18 22 -16 -5 -17
right_child=1 2 7 4 6 -7 16 8 9 -11 -12 12 -14 -15 15 19 18 -19 -20 -21 -22 -23 -24
leaf_value=0.012212786768782702 -0.0042422885729387688 -0.0025005794443265276 0.01006592812383757 0.0036473074440666973 0.01766044806464618 0.021427443192286521 0.0060689614691762234 0.011009849563868357 0.0035527709832815584 -0.0092221890145199759 -0.0033643102770583664 0.0051420516380664347 -0.0010760434914717616 0.0076284410392869822 0.0049830042708326056 0.0062575320643271691 0.0082733389161592109 -0.0041225680127130225 0.0019339127731142309 -0.0011445440699492555 0.011254388247754404 0.010848518677708977 0.0027538838327280739
leaf_weight=62 62 58 99 58 52 52 62 59 53 56 61 332 162 61 79 182 167 62 108 64 72 53 288
leaf_count=62 62 58 99 58 52 52 62 59 53 56 61 332 162 61 79 182 167 62 108 64 72 53 288
internal_value=0 0.00447881 0.004721 0.00662968 0.00741687 0.011683 0.00605519 0.00379143 0.00227837 -0.00299403 0.00321727 0.00394652 0.00309928 0.0122608 0.00518448 0.00447636 0.00429319 0.000958708 0.00579021 0.00348078 0.00798523 0.00710191 0.00411444
internal_weight=0 2302 2240 733 675 163 512 1507 723 109 614 553 494 113 784 685 399 124 275 534 151 111 470
internal_count=2364 2302 2240 733 675 163 512 1507 723 109 614 553 494 113 784 685 399 124 275 534 151 111 470
is_linear=0
shrinkage=0.16829


Tree=6990
num_leaves=14
num_cat=0
split_feature=15 133 159 160 11 4 1375 3 15 12 159 12 42
split_gain=0.125981 0.0998488 0.106821 0.150915 0.117486 0.113411 0.0975766 0.0835829 0.090052 0.0796338 0.0737359 0.0416405 0.0405675
threshold=0.096385000000000012 -0.24166499999999999 -0.4182749999999999 -0.24191499999999996 0.077415000000000012 -0.49013999999999996 -0.093609999999999985 -0.13795999999999997 -0.23488499999999998 0.090465000000000004 -0.081074999999999994 0.088965000000000002 0.091945000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 6 -6 -5 -8 -9 -2 -11 -1 -12
right_child=9 2 3 4 5 -7 7 8 -10 10 12 -13 -14
leaf_value=0.012360341033484708 0.0046176040089963852 0.010417804761425524 -0.0027043524740731372 -0.0035016437012460838 0.0026857696499794879 0.012856205511004297 -0.0019314427957026173 -0.00012092648667620613 0.0044827908432252296 0.003422510742362907 -0.007306707528813251 0.0062220858822527834 -0.0012704554155309204
leaf_weight=52 84 68 101 53 52 79 68 131 1380 57 55 84 76
leaf_count=52 84 68 101 53 52 79 68 131 1380 57 55 84 76
internal_value=0 0.00416405 0.0038521 0.00361162 0.00397447 0.0088328 0.00358339 0.00382234 0.00408247 0.000304198 -0.00161351 0.00858228 -0.00381847
internal_weight=0 2068 1932 1864 1763 131 1632 1579 1511 272 188 136 131
internal_count=2340 2068 1932 1864 1763 131 1632 1579 1511 272 188 136 131
is_linear=0
shrinkage=0.16829


Tree=6991
num_leaves=23
num_cat=0
split_feature=1 2 2 15 52 150 52 1 1 11 1452 52 39 16 52 1429 2 16 1 15 16 2
split_gain=10.0822 1.54276 1.42857 1.12445 0.786793 0.646478 0.558564 0.53058 0.495852 0.432014 0.179116 0.16379 0.144709 0.136107 0.115369 0.102468 0.100166 0.0993192 0.0913822 0.0863994 0.0863604 0.0836118
threshold=0.10808500000000001 0.14721500000000001 0.10161500000000002 -0.24269999999999997 -0.41304999999999997 0.085825000000000012 1.0000000180025095e-35 0.095025000000000012 0.098420000000000021 1.0000000180025095e-35 1.0000000180025095e-35 0.11667000000000001 0.089130000000000015 -0.09391999999999999 -0.091784999999999992 0.057970000000000008 0.09036000000000001 -0.040964999999999994 0.095805000000000015 0.089050000000000004 -0.032969999999999992 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 18 14 8 9 -6 10 11 13 -2 21 -5 -15 -16 -8 -4 -13 -9 -1
right_child=1 -3 4 5 6 -7 17 20 -10 -11 -12 19 -14 15 16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00091318626104887899 0.00025169378506239892 -8.6274338167310961e-05 0.00081691387194217163 0.00077410489629184777 0.00059276574146626651 0.00023073010735841137 0.00079887586273760228 0.00077531001926639694 0.00018109426294684865 0.0011596873934191627 0.0010637039427630235 0.00087034755185906424 2.2347086406496234e-05 0.00093822927598471908 0.00068630768190845889 0.00082531409994729963 0.0004834071782187594 0.00061653847673079115 0.0010169288779326435 0.00070659830446435814 0.00059641044124112449 0.00074809047269503576
leaf_weight=60 64 90 52 53 81 55 87 69 53 79 77 78 57 847 54 104 56 56 54 71 56 87
leaf_count=60 64 90 52 53 81 55 87 69 53 79 77 78 57 847 54 104 56 56 54 71 56 87
internal_value=0 0.000297453 0.000857364 0.000399432 0.000676789 0.000541077 0.000583921 0.000902602 0.000430203 0.000921034 0.000906767 0.000897049 0.000143946 0.000911196 0.000645579 0.000925918 0.000583333 0.000727717 0.000919141 0.000792556 0.000695445 0.000815716
internal_weight=0 429 1911 339 383 218 277 1528 134 1403 1324 1247 121 1098 163 951 110 143 106 149 125 147
internal_count=2340 429 1911 339 383 218 277 1528 134 1403 1324 1247 121 1098 163 951 110 143 106 149 125 147
is_linear=0
shrinkage=0.0032998


Tree=6992
num_leaves=14
num_cat=0
split_feature=0 12 52 2 15 0 4 474 11 474 52 43 43
split_gain=0.172364 0.144182 0.146847 0.107542 0.175133 0.113706 0.108344 0.102291 0.100013 0.0788725 0.0758412 0.0736682 0.0583562
threshold=0.13830500000000004 -0.12529499999999996 -0.5335399999999999 0.11693000000000002 -0.029334999999999996 0.040035000000000008 -0.14538499999999996 0.083975000000000008 1.0000000180025095e-35 0.023345000000000001 -0.053514999999999993 -0.083154999999999993 -0.024279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 5 10 6 -4 8 -8 -3 -5 -9 -12
right_child=-2 2 3 4 -6 -7 7 11 -10 -11 12 -13 -14
leaf_value=0.012109054295684596 -0.0055529215320118978 0.0058228192059584126 0.010881903058467547 -0.0023827727436303014 -0.0075614685701214397 -0.0029847167686425616 0.0039249548025341091 0.0042294724938313896 0.011252934847585976 0.014064400074081645 0.0010160272087763559 -0.0030186807330427655 0.0082632323923463608
leaf_weight=59 56 90 63 58 64 68 1479 65 55 53 59 102 69
leaf_count=59 56 90 63 58 64 68 1479 65 55 53 59 102 69
internal_value=0 0.00388467 0.00366578 0.0033061 2.4709e-05 0.00375291 0.00401365 0.00375822 0.00418886 0.00888996 0.00264467 -0.000186785 0.00493676
internal_weight=0 2284 2225 2082 250 1832 1764 1701 1534 143 186 167 128
internal_count=2340 2284 2225 2082 250 1832 1764 1701 1534 143 186 167 128
is_linear=0
shrinkage=0.16829


Tree=6993
num_leaves=18
num_cat=0
split_feature=4 2 12 2 3 11 42 2 12 13 483 157 12 3 4 12 2
split_gain=10.4606 2.46234 1.82764 0.88946 0.67177 0.508271 0.498381 0.351036 0.330614 0.327803 0.288286 0.325064 0.268577 0.194772 0.0931248 0.0866133 0.0476927
threshold=0.27161500000000005 0.14271500000000001 -0.010219999999999998 0.13538500000000001 0.11372500000000001 1.0000000180025095e-35 -0.0043149999999999994 0.10272000000000002 0.093270000000000006 -0.014114999999999997 -1.0000000180025095e-35 -0.0031149999999999993 -0.040564999999999997 -0.083344999999999989 -0.023499999999999997 0.089735000000000023 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 12 5 7 -1 10 -7 -8 15 -12 -2 -9 -15 -4 -14
right_child=3 -3 4 -5 -6 8 9 13 -10 -11 11 -13 16 14 -16 -17 -18
leaf_value=0.001011821402111048 0.00034326756913682953 0.00045860624325460219 0.0013597276676181015 9.0908793160948288e-05 0.00078004164575257108 0.0014784385810531723 0.00080752000159662436 0.00082188983227670395 0.0011569615153594257 0.00044972294903724192 0.0010048520386164064 0.0011425886449061248 0.00068081684505253781 0.0011561897652833145 0.00097767005213723673 0.0011762631114323886 0.00053580881281771714
leaf_weight=58 71 70 75 85 62 73 58 59 70 55 232 1072 52 58 83 52 55
leaf_count=58 71 70 75 85 62 73 58 59 70 55 232 1072 52 58 83 52 55
internal_value=0 0.00106785 0.00108908 0.000369114 0.00111951 0.00113135 0.000762146 0.00111467 0.00132132 0.000633683 0.00113294 0.00111811 0.000501766 0.000983838 0.00105135 0.00128489 0.000606609
internal_weight=0 2077 2007 263 1836 1774 171 1631 143 113 1431 1304 178 200 141 127 107
internal_count=2340 2077 2007 263 1836 1774 171 1631 143 113 1431 1304 178 200 141 127 107
is_linear=0
shrinkage=0.0032998


Tree=6994
num_leaves=20
num_cat=0
split_feature=1 52 2 52 2 0 13 0 2 3 475 1452 3 13 0 3 13 3 3
split_gain=10.3417 3.59689 1.94638 1.51136 0.791057 0.672213 0.535024 0.423522 0.692027 0.344206 0.222825 0.226165 0.233138 0.229911 0.214763 0.165031 0.112612 0.0208934 0.0107155
threshold=0.098370000000000027 -0.41304999999999997 0.14823500000000003 0.12431000000000002 0.10161500000000002 -0.030209999999999997 -0.14545999999999995 -0.023359999999999995 0.099675000000000014 0.088465000000000002 -0.086169999999999983 0.083330000000000015 0.085315000000000016 -0.050754999999999995 -0.076329999999999995 -0.074479999999999977 0.066010000000000013 -0.082254999999999981 -0.055839999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 6 15 -1 8 -3 -10 -8 12 13 14 -12 17 -15 -6 -17
right_child=1 2 -4 -5 5 -7 10 -9 9 -11 11 -13 -14 16 -16 18 -18 -19 -20
leaf_value=0.0015504885373299074 0.0012996542103957342 0.00085810219693950389 0.00013116870207857177 0.0010565993134267985 0.0011487705529867229 0.00068780475438670803 0.0013869446857940773 0.00035835749098865442 0.00037623774467437335 0.00066388697464915666 0.0011772996606260262 0.0013945506541609611 0.00097442208383617017 0.001274127049657543 0.00097648273286401034 0.00097354167000800662 0.0011537313210370477 0.0012568382154501494 0.0010570386811935169
leaf_weight=53 92 102 84 92 55 52 76 74 93 90 575 64 54 443 67 55 114 52 53
leaf_count=53 92 102 84 92 55 52 76 74 93 90 575 64 54 443 67 55 114 52 53
internal_value=0 0.000696634 0.000592872 0.000678787 0.00119211 0.00102626 0.00122271 0.000581868 0.000639778 0.000517897 0.00121021 0.00119999 0.00119002 0.0011997 0.0011564 0.00110796 0.00124955 0.00120162 0.00101484
internal_weight=0 627 535 451 1713 267 1446 359 285 183 1393 1317 1253 1199 642 215 557 107 108
internal_count=2340 627 535 451 1713 267 1446 359 285 183 1393 1317 1253 1199 642 215 557 107 108
is_linear=0
shrinkage=0.0032998


Tree=6995
num_leaves=21
num_cat=0
split_feature=4 2 12 150 12 12 15 2 15 1213 2 12 13 43 11 160 4 43 4 43
split_gain=6.87915 2.73946 1.64185 0.698445 0.561088 0.346335 0.303101 0.293899 0.233466 0.216101 0.202089 0.200067 0.153337 0.148852 0.177003 0.134547 0.19917 0.109455 0.0550181 0.0351758
threshold=0.27287000000000006 0.13775000000000001 1.0000000180025095e-35 0.083435000000000023 -0.084509999999999988 0.086795000000000011 -0.0036549999999999998 0.13538500000000001 -0.12431499999999999 0.032650000000000005 0.092235000000000025 -0.040564999999999997 0.17001000000000002 -0.116045 1.0000000180025095e-35 -0.020454999999999997 -0.0065299999999999993 -0.083669999999999981 0.41939500000000002 -0.085054999999999978
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 2 3 4 -1 9 -6 11 -7 15 -5 -2 13 -10 -15 19 17 -17 -13 -4
right_child=7 -3 5 10 6 8 -8 -9 12 -11 -12 18 -14 14 -16 16 -18 -19 -20 -21
leaf_value=0.0007481122585292361 0.00047987109277608124 0.00047308254164818832 0.0011963017505194728 0.00083276284962889395 0.0009560157324092764 0.0013354512610416122 0.0012204193431038166 0.00037168263428930584 0.00096087756285278614 0.001427219134139507 0.00054415179457915658 0.00078004723027880825 0.001277450397742366 0.0011040253216133352 0.0012741624310991875 0.0013140961173725486 0.0014333314389407574 0.0011472485424647251 0.00062286783207258091 0.0010835844515513506
leaf_weight=69 80 76 59 54 91 57 103 87 75 57 54 52 63 912 75 70 55 133 53 95
leaf_count=69 80 76 59 54 91 57 103 87 75 57 54 52 63 912 75 70 55 133 53 95
internal_value=0 0.00108893 0.00111206 0.000913247 0.00100529 0.00115671 0.00109658 0.000530905 0.00112626 0.00123338 0.000688784 0.000605592 0.00111563 0.001106 0.00111699 0.00120647 0.00125378 0.00120496 0.000701045 0.001127
internal_weight=0 2098 2022 371 263 1651 194 272 1182 469 108 185 1125 1062 987 412 258 203 105 154
internal_count=2370 2098 2022 371 263 1651 194 272 1182 469 108 185 1125 1062 987 412 258 203 105 154
is_linear=0
shrinkage=0.0032998


Tree=6996
num_leaves=29
num_cat=0
split_feature=1 3 52 1456 51 42 42 3 12 123 16 403 2 42 1 1 3 3 12 51 52 484 3 12 16 3 2 16
split_gain=0.305623 0.162283 0.230687 0.161716 0.139472 0.122887 0.127006 0.108411 0.240515 0.107953 0.0940415 0.204877 0.0928573 0.0922679 0.0743975 0.134129 0.0814745 0.0791176 0.0774234 0.0713492 0.0639978 0.0591469 0.0566594 0.0507137 0.0390645 0.0416593 0.0343715 0.0306364
threshold=0.109225 -0.049204999999999992 -0.083939999999999987 -0.15824499999999997 0.089455000000000021 0.087905000000000025 -0.085679999999999992 -0.11197999999999998 0.09334000000000002 0.086935000000000026 -0.080509999999999984 -0.00015499999999999997 0.091895000000000018 0.11551500000000002 0.089710000000000026 0.096575000000000008 -0.0047649999999999993 -0.090374999999999983 0.085235000000000019 -1.0000000180025095e-35 -0.043914999999999989 -0.020124999999999994 -0.107915 0.08425500000000001 -0.082739999999999994 -0.088919999999999985 0.11715500000000001 -0.042349999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 -3 -1 9 6 22 8 -8 26 11 -7 -13 19 17 -16 -17 -9 -19 -12 -2 -21 -5 -24 -25 -26 -4 -23
right_child=1 2 4 5 -6 10 7 14 -10 -11 13 12 -14 -15 15 16 -18 18 -20 21 -22 27 23 24 25 -27 -28 -29
leaf_value=0.015168376700282574 0.011258438213345115 -0.0099854108704764809 -0.00018626405748302334 0.013750516973202032 0.009451092544662457 0.020857695013999693 -0.0056377116450044363 0.012570894378664908 0.0080281927929611602 0.0053527579517663945 0.012743756731067675 0.004121636315613679 0.013278568614587739 0.0024262961924613859 -0.003449994306890814 0.0012875961241115576 0.010582459250099702 0.0080365505130219027 0.0041668829654211981 0.011880502158627716 0.0038006795772637359 0.0088421912634598608 0.012307828805763827 0.0028355300190646081 0.0058422477204668382 0.011769209929746817 -0.0060513885658979956 0.0038647692520043845
leaf_weight=66 54 56 54 53 55 52 80 54 67 63 87 70 58 88 67 52 56 257 348 54 85 52 54 61 98 53 61 115
leaf_count=66 54 56 54 53 55 52 80 54 67 63 87 70 58 88 67 52 56 257 348 54 85 52 54 61 98 53 61 115
internal_value=0 0.00198521 -0.000281461 0.00695943 0.00204311 0.00666967 0.00575895 0.0048063 0.000578744 -0.000235782 0.00872198 0.011927 0.00828491 0.0072606 0.00554929 0.00244813 0.00612379 0.00637009 0.00581366 0.00863599 0.00671086 0.00701078 0.00868295 0.0076665 0.0064758 0.00793447 -0.00331295 0.00542538
internal_weight=0 428 289 1942 233 1876 1300 981 147 178 576 180 128 396 834 175 108 659 605 308 139 221 319 266 212 151 115 167
internal_count=2370 428 289 1942 233 1876 1300 981 147 178 576 180 128 396 834 175 108 659 605 308 139 221 319 266 212 151 115 167
is_linear=0
shrinkage=0.16829


Tree=6997
num_leaves=22
num_cat=0
split_feature=1 3 2 4 47 12 2 2 3 14 150 2 3 12 1 4 15 47 2 15 4
split_gain=8.89773 1.18316 0.808702 0.582235 0.513394 0.43196 0.39198 0.361603 0.311976 0.266353 0.219254 0.214061 0.184524 0.127237 0.181577 0.139407 0.0993517 0.0908307 0.113511 0.0549036 0.00445645
threshold=0.109225 -0.058704999999999993 0.10060500000000001 0.36766000000000004 0.10019500000000002 0.085635000000000003 -0.0091949999999999983 0.13880500000000004 -0.072579999999999992 0.062655000000000016 0.089910000000000018 0.11225500000000001 -0.0026499999999999996 0.088965000000000002 0.085720000000000005 -0.08916499999999998 -0.03886499999999999 0.085270000000000026 0.091955000000000023 -0.032264999999999995 -0.032764999999999996
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=2 3 6 -2 7 12 -1 11 16 10 13 -3 -4 14 15 -8 -7 18 -15 -16 -10
right_child=1 4 5 -5 -6 8 9 -9 20 -11 -12 -13 -14 17 19 -17 -18 -19 -20 -21 -22
leaf_value=0.00051295469641555536 0.0006814974983372805 3.5608889406656155e-05 0.00035969949004761403 0.00023213589839521828 0.00040241432461589539 0.00071203895111407228 0.0010206408989557741 -0.00012002099535790575 0.00052782122784909434 0.0010121825325889058 0.00064000853250711107 0.00028191692742256838 0.00060626382709126235 0.00082090616009648689 0.0008040301038669816 0.00084288736866602626 0.00087059769301765962 0.0006596291472404695 0.00071394513302522767 0.00065911425201113172 0.00058592351895519243
leaf_weight=53 76 86 72 54 56 98 55 86 52 65 96 70 63 332 53 545 84 77 171 74 52
leaf_count=53 76 86 72 54 56 98 55 86 52 65 96 70 63 332 53 545 84 77 171 74 52
internal_value=0 0.000232348 0.000758074 0.000495111 0.000117601 0.000629677 0.00079359 5.15485e-05 0.000702554 0.000803698 0.000794014 0.000146358 0.000475024 0.000805299 0.000834942 0.00085924 0.000785413 0.000768082 0.000784614 0.000719868 0.000557211
internal_weight=0 428 1942 130 298 421 1521 242 286 1468 1403 156 135 1307 727 600 182 580 503 127 104
internal_count=2370 428 1942 130 298 421 1521 242 286 1468 1403 156 135 1307 727 600 182 580 503 127 104
is_linear=0
shrinkage=0.0032998


Tree=6998
num_leaves=18
num_cat=0
split_feature=4 39 150 42 49 14 4 51 51 14 4 4 49 150 4 15 157
split_gain=11.8752 2.88392 0.964618 1.18853 0.554452 0.39958 0.375972 0.355893 0.571893 0.244058 0.23217 0.283862 0.174163 0.172421 0.151746 0.151046 0.0461934
threshold=0.27287000000000006 0.081875000000000017 0.081245000000000026 0.077855000000000021 0.10581000000000002 -0.44847999999999993 -0.0047649999999999993 -0.088439999999999977 -0.099134999999999987 0.062655000000000016 -0.0044049999999999992 -0.14994999999999997 0.085970000000000005 0.081245000000000026 0.04105000000000001 -0.44206999999999991 0.087580000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 -2 -3 8 16 10 11 -9 -12 15 -6 -7 -1
right_child=5 6 3 -5 14 13 -8 9 -10 -11 12 -13 -14 -15 -16 -17 -18
leaf_value=0.0012603296893480456 0.00067947176540794369 0.00059477462492592607 0.00070715105976949615 0.0012293119228269681 0.0011204630830576117 0.00042536945558355475 0.00091629895184349905 0.0011051678863304368 0.00081787828784062131 0.0014834043900341552 0.0011080068244391226 0.0012927123329386468 0.0012792725423017948 0.00053004581649640893 0.00090001973182979105 0.00022174458887299554 0.0011291569320340466
leaf_weight=100 56 89 93 98 83 72 73 100 54 53 192 945 104 53 62 91 52
leaf_count=100 56 89 93 98 83 72 73 100 54 53 192 945 104 53 62 91 52
internal_value=0 0.00116338 0.0011988 0.000975251 0.00122325 0.000430345 0.000739877 0.00124106 0.00111158 0.00126017 0.00125132 0.0012748 0.0011683 0.000365594 0.00102645 0.000311905 0.00121569
internal_weight=0 2098 1936 191 1745 272 162 1600 206 1394 1341 1045 296 216 145 163 152
internal_count=2370 2098 1936 191 1745 272 162 1600 206 1394 1341 1045 296 216 145 163 152
is_linear=0
shrinkage=0.0032998


Tree=6999
num_leaves=22
num_cat=0
split_feature=15 2 12 0 2 0 150 43 2 14 0 15 2 43 159 160 47 43 13 49 2
split_gain=7.71408 2.83452 1.44169 1.14239 0.788692 0.483084 0.481142 0.565433 0.445827 0.420778 0.380629 0.473215 0.13832 0.214305 0.193596 0.186093 0.18862 0.166277 0.114016 0.063655 0.0270323
threshold=-0.24269999999999997 0.10859000000000001 -0.077034999999999978 -0.084114999999999981 0.14106500000000002 -0.078964999999999994 0.083295000000000022 -0.046639999999999994 0.12051500000000002 0.062655000000000016 -0.11169999999999998 -0.42759999999999992 0.090000000000000011 -0.00045499999999999995 0.040035000000000008 -0.034034999999999989 0.091680000000000011 -0.084674999999999986 0.0083850000000000018 0.092470000000000011 0.11461500000000001
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=10 2 5 8 19 -2 9 -8 -3 12 -1 -12 15 14 -14 17 -17 -4 -15 20 -5
right_child=1 3 6 4 -6 -7 7 -9 -10 -11 11 -13 13 18 -16 16 -18 -19 -20 -21 -22
leaf_value=0.00061667829396386828 0.00094524385442113683 0.00069059296372839241 0.00091829301581231656 0.0011318718678527354 0.00056377452699803577 0.00049747496447287507 0.0011124416752934412 0.0007081471110852352 0.00029147986857715327 0.0014148063871900695 0.00042728917753878372 3.9071074960547744e-05 0.0010991503125284982 0.00095389062511854264 0.0013198843219150048 0.0011995405817246392 0.0010375675716088281 0.0011226000135918788 0.0011285405580491082 0.00094110413942348275 0.0010153202474551639
leaf_weight=55 54 75 60 53 54 52 94 64 52 60 101 52 212 152 57 656 93 183 60 75 56
leaf_count=55 54 75 60 53 54 52 94 64 52 60 101 52 212 152 57 656 93 183 60 75 56
internal_value=0 0.00104627 0.00110017 0.000780826 0.00091588 0.000725916 0.0011236 0.0009489 0.000527454 0.00114159 0.000380652 0.000295576 0.00113043 0.00108329 0.00114605 0.00115326 0.00117948 0.0010723 0.00100349 0.00101902 0.00107232
internal_weight=0 2162 1797 365 238 106 1691 158 127 1533 208 153 1473 481 269 992 749 243 212 184 109
internal_count=2370 2162 1797 365 238 106 1691 158 127 1533 208 153 1473 481 269 992 749 243 212 184 109
is_linear=0
shrinkage=0.0032998


Tree=7000
num_leaves=26
num_cat=0
split_feature=2 2 0 12 1 12 2 0 0 2 1 2 16 51 2 12 16 49 1 42 42 42 16 43 42
split_gain=0.312303 0.183342 0.20164 0.242928 0.136394 0.238697 0.13502 0.121595 0.252555 0.110733 0.229239 0.0989202 0.0944252 0.103153 0.100544 0.0918453 0.0874212 0.0864278 0.121267 0.0668482 0.0519429 0.0676657 0.0566239 0.0353552 0.0339057
threshold=0.099675000000000014 -0.007134999999999999 -0.072864999999999985 0.092495000000000008 0.10932500000000002 0.023990000000000004 0.10444500000000002 -0.14151499999999997 -0.061994999999999995 0.082885000000000014 0.084330000000000016 0.083970000000000017 -0.031434999999999998 -0.40771999999999992 0.114165 -0.084509999999999988 0.0045450000000000013 -0.07107999999999999 0.082615000000000008 0.086555000000000007 0.088950000000000015 -0.077669999999999989 -0.08069999999999998 -0.0098449999999999979 0.086855000000000016
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=1 15 9 -4 6 7 -2 -6 -9 10 -3 -11 24 -14 -15 -1 -5 -13 19 -19 21 -12 -23 -22 -8
right_child=4 2 3 16 5 -7 12 8 -10 11 20 17 13 14 -16 -17 -18 18 -20 -21 23 22 -24 -25 -26
leaf_value=-0.0043128120011233298 -0.0013065366440167549 -0.0052887317825370166 0.018174903020856822 0.011469238776395194 -0.0046117299374381819 -0.010628621078194235 0.011750675362763804 0.0102880369732129 -0.0042004324735190187 0.014199835391725667 0.0086959515026163101 0.01294621761953926 0.010182450346486845 0.004628120957887465 -0.0045024954592435065 0.0045159659160274625 0.001890410646298215 0.0084036231472586036 -0.0011223908750817762 0.0049986017976226425 0.011004445138137548 0.0055341427207017688 -0.0018556609730127143 0.0052543951996647693 0.0062130338274566949
leaf_weight=54 90 60 103 55 54 52 79 89 55 62 62 69 52 99 52 87 54 490 52 250 76 58 59 53 55
leaf_count=54 90 60 103 55 54 52 79 89 55 62 62 69 52 99 52 87 54 490 52 250 76 58 59 53 55
internal_value=0 0.00693939 0.00748394 0.0123042 0.00263969 -0.000475627 0.00446785 0.00218174 0.00474177 0.00669099 0.00421179 0.0076775 0.0060153 0.00371203 0.0014719 0.00112199 0.00674025 0.00720575 0.00670336 0.00725571 0.00606837 0.00419355 0.00179231 0.00865595 0.00949117
internal_weight=0 1644 1503 212 677 250 427 198 144 1291 368 923 337 203 151 141 109 861 792 740 308 179 117 129 134
internal_count=2321 1644 1503 212 677 250 427 198 144 1291 368 923 337 203 151 141 109 861 792 740 308 179 117 129 134
is_linear=0
shrinkage=0.16829


Tree=7001
num_leaves=12
num_cat=0
split_feature=11 1 1210 43 11 130 4 4 1454 4 4
split_gain=0.236148 0.264625 0.141585 0.143834 0.15634 0.152064 0.0943968 0.143978 0.118891 0.0330249 0.0289964
threshold=0.093970000000000012 0.14741000000000001 -0.081959999999999991 -0.23269999999999999 1.0000000180025095e-35 -0.077029999999999987 0.024315000000000003 0.06707500000000001 0.090010000000000021 -0.15238499999999996 -0.032764999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 -5 8 -8 -7 -6 -4
right_child=-2 -3 3 4 9 6 7 -9 -10 -11 -12
leaf_value=0.011842191248361599 -0.006051217909028535 -0.0063096817164568011 0.0082424214288681023 -0.0035970014003828205 0.0078696077537851981 0.0049871442174702213 -0.0022276490427666912 0.0044065450200827215 0.013138260080314835 0.013821880640982867 0.01381642477425042
leaf_weight=90 56 57 58 66 55 1328 130 320 53 55 53
leaf_count=90 56 57 58 66 55 1328 130 320 53 55 53
internal_value=0 0.00499737 0.00529008 0.00501081 0.0046831 0.00432386 0.00461035 0.00248601 0.00530127 0.0108621 0.0109201
internal_weight=0 2265 2208 2118 2007 1897 1831 450 1381 110 111
internal_count=2321 2265 2208 2118 2007 1897 1831 450 1381 110 111
is_linear=0
shrinkage=0.16829


Tree=7002
num_leaves=16
num_cat=0
split_feature=3 15 11 484 160 3 48 0 49 43 1210 1453 43 133 3
split_gain=0.319984 0.217246 0.186035 0.106021 0.109749 0.103459 0.103325 0.20345 0.172482 0.12111 0.088275 0.0926471 0.0533881 0.0396726 0.0394686
threshold=0.11372500000000001 -0.030229999999999996 0.093970000000000012 -0.084699999999999984 -0.013324999999999998 0.25468500000000005 0.093265000000000015 -0.071339999999999987 -0.097604999999999983 -0.15786499999999998 -0.083289999999999989 -0.063399999999999984 -0.0084099999999999991 0.087245000000000003 -0.080914999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 -2 8 12 -5 13 -11 -12 -8 -10 -6
right_child=1 -3 -4 6 14 -7 7 -9 9 10 11 -13 -14 -15 -16
leaf_value=0.014141336064755533 0.0067295205609673898 -0.011959542549658708 -0.0050328598608026217 0.013574714536271444 0.0078621301130472852 -0.0027956937663951311 0.00087642684667547108 -0.0083476610105143196 0.012414224948070613 0.0094935070451193804 0.010723243256475822 0.0034690662253424234 0.0080539948310659939 0.0061037133202869178 0.0020193812021008918
leaf_weight=65 52 52 56 61 93 85 63 52 66 80 52 1384 56 52 52
leaf_count=65 52 52 56 61 93 85 63 52 66 80 52 1384 56 52 52
internal_value=0 -0.00269627 0.00452305 0.00478168 0.00837603 0.000806602 0.00437621 0.00042199 0.00477407 0.00444443 0.00403817 0.003733 0.0042692 0.00964855 0.00577919
internal_weight=0 189 2132 2076 210 137 1866 171 1695 1634 1516 1436 119 118 145
internal_count=2321 189 2132 2076 210 137 1866 171 1695 1634 1516 1436 119 118 145
is_linear=0
shrinkage=0.16829


Tree=7003
num_leaves=19
num_cat=0
split_feature=1 1 12 12 1 13 13 49 1 484 484 12 43 13 13 12 1 47
split_gain=14.1554 2.06315 1.69287 0.901953 0.894724 0.66532 0.442209 0.297226 0.283561 0.211332 0.32376 0.216811 0.1918 0.19777 0.143782 0.136287 0.206486 0.191117
threshold=0.10892500000000001 0.13662500000000002 0.054520000000000006 0.085090000000000013 0.092655000000000015 -0.085669999999999982 -0.0013449999999999996 0.11580500000000001 0.079865000000000019 0.087150000000000019 0.065040000000000014 0.086505000000000012 -0.049364999999999992 -0.061199999999999991 0.17982000000000001 0.091255000000000017 0.079865000000000019 0.079855000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 8 -3 -6 9 -1 10 14 -11 -2 -14 15 17 -17 -4
right_child=1 5 7 -5 6 -7 -8 -9 -10 11 -12 -13 13 -15 -16 16 -18 -19
leaf_value=0.0009660981356866971 0.00037755453251308885 -0.00011097168461728306 0.0012261751868828346 0.00090916167850605572 0.00058329309373707347 0.00036437718413442259 0.00093542154233260241 0.0010187671910490612 0.0012416081432402885 0.0015208168846724693 0.00096664269624241331 0.0012190947971813732 0.00044797774945212954 0.00072765415796099541 0.0013857710339162034 0.0011244872317185341 0.0012651119924478569 0.0013974708810472517
leaf_weight=75 70 59 675 97 73 70 85 83 94 53 57 55 52 61 60 338 181 83
leaf_count=75 70 59 675 97 73 70 85 83 94 53 57 55 52 61 60 338 181 83
internal_value=0 0.000492333 0.00116886 0.000651446 0.000952188 0.000146696 0.000772952 0.00121354 0.00111955 0.00122428 0.00121316 0.00136749 0.00051465 0.000599265 0.00122364 0.001216 0.0011736 0.00124498
internal_weight=0 409 1912 280 327 129 158 1585 169 1502 1394 108 183 113 1337 1277 519 758
internal_count=2321 409 1912 280 327 129 158 1585 169 1502 1394 108 183 113 1337 1277 519 758
is_linear=0
shrinkage=0.0032998


Tree=7004
num_leaves=15
num_cat=0
split_feature=4 3 39 14 3 2 4 3 3 3 4 15 132 16
split_gain=5.82248 2.64056 1.75805 0.549061 0.547008 0.44468 0.323804 0.313833 0.260487 0.22291 0.175737 0.174711 0.138103 0.0902581
threshold=0.36766000000000004 0.11372500000000001 0.081875000000000017 0.076975000000000002 0.13772500000000001 0.089885000000000007 -0.49862999999999996 -0.10237999999999998 -0.011259999999999997 -0.097829999999999986 0.043850000000000007 -0.42759999999999992 0.08696000000000001 -0.011859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 9 -7 -8 -4 -1 13 -2 -9 -11
right_child=4 -3 8 -5 -6 6 7 12 -10 10 -12 -13 -14 -15
leaf_value=0.00089131167795747086 0.00062515327795371932 0.00044307220424930391 0.00053193257889961524 0.0013220113540759273 0.00015745397868629989 0.0011601842238058229 0.00072030245911675734 0.00096737820631119823 0.00080017609885316002 0.0010995786901522111 0.00090953637512097656 0.00041828637225890401 0.00081390542614069616 0.0010248567789482119
leaf_weight=92 85 102 86 63 63 67 79 459 75 626 77 97 78 272
leaf_count=92 85 102 86 63 63 67 79 459 75 626 77 97 78 272
internal_value=0 0.000961419 0.000988186 0.00101757 0.000423273 0.00100659 0.000940341 0.000916373 0.00065711 0.00104896 0.0010638 0.000515094 0.000945152 0.00107699
internal_weight=0 2076 1974 1813 245 1750 683 616 161 1067 975 182 537 898
internal_count=2321 2076 1974 1813 245 1750 683 616 161 1067 975 182 537 898
is_linear=0
shrinkage=0.0032998


Tree=7005
num_leaves=17
num_cat=0
split_feature=1 123 52 4 2 52 47 4 1 43 4 157 13 1453 13 123
split_gain=5.06876 0.738158 0.734276 0.590659 0.428087 0.375396 0.287229 0.203815 0.299232 0.272537 0.401947 0.145369 0.141165 0.130561 0.121816 0.164565
threshold=0.10752500000000002 1.0000000180025095e-35 -0.23818999999999999 0.053010000000000009 0.14823500000000003 1.0000000180025095e-35 0.10019500000000002 -0.38908499999999996 0.098370000000000027 -0.43328499999999998 -0.099704999999999974 -0.0045449999999999996 -0.064754999999999993 -0.013154999999999998 -0.00067499999999999993 0.084600000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 6 12 14 11 9 -9 -11 -1 -5 -12 15 -4
right_child=2 -3 4 5 -6 -7 -8 8 -10 10 13 -13 -14 -15 -16 -17
leaf_value=0.0010583221707225804 0.00073741855659378722 0.00045397495851141179 0.00018177100430813106 0.00037919304293527502 0.00010679278900667307 0.00079470209604582038 0.00055089789359693967 0.0010156947838488716 0.00054171767223192425 0.00052100635941956786 0.0006474081259587452 0.00082920740022875378 0.00059331253921947433 0.00080442820165265848 0.00042479339239890593 0.00040548984949145286
leaf_weight=53 52 83 99 52 82 86 77 59 54 61 63 77 101 1233 78 57
leaf_count=53 52 83 99 52 82 86 77 59 54 61 63 77 101 1233 78 57
internal_value=0 0.0007594 0.000368405 0.000773165 0.000319489 0.000619487 0.000375456 0.000796099 0.000784862 0.00079411 0.00078445 0.000922887 0.00052077 0.000796822 0.000317575 0.00026374
internal_weight=0 1922 445 1839 393 239 311 1600 1470 1416 1357 130 153 1296 234 156
internal_count=2367 1922 445 1839 393 239 311 1600 1470 1416 1357 130 153 1296 234 156
is_linear=0
shrinkage=0.0032998


Tree=7006
num_leaves=29
num_cat=0
split_feature=12 15 12 150 13 13 0 52 52 12 43 11 40 43 13 159 12 42 43 0 1212 13 52 42 42 49 43 43
split_gain=11.4627 2.56965 2.07136 1.92378 1.56011 1.00382 0.860574 0.558409 0.456236 0.34838 0.486524 0.406793 0.348052 0.351212 0.299071 0.274214 0.186057 0.183988 0.162467 0.13926 0.115299 0.122343 0.0832634 0.113558 0.0940917 0.0587983 0.0588591 0.0346315
threshold=0.077755000000000005 -0.37478999999999996 0.09697500000000002 0.11386500000000001 -1.0000000180025095e-35 -0.07236999999999999 -0.061994999999999995 -0.087239999999999984 0.0043000000000000009 0.091515000000000013 -0.082094999999999987 0.076920000000000002 -1.0000000180025095e-35 -0.07088499999999999 0.085880000000000012 0.081445000000000017 -0.077034999999999978 0.083985000000000018 -0.0062049999999999996 -0.083674999999999986 0.088030000000000011 -0.08533499999999998 0.096795000000000006 0.09087000000000002 0.094725000000000018 0.097500000000000017 -0.064074999999999979 0.0049250000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 9 4 12 -4 25 -6 -9 11 -11 15 13 -3 -8 18 -1 -17 20 27 21 -2 23 -12 -25 26 -7 -20
right_child=2 3 5 -5 7 6 14 8 -10 10 22 -13 -14 -15 -16 17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.00027809303850581402 0.0014860227846606735 0.00071227202624756501 0.00070766325845144208 0.00032758625890198572 0.0013985451836997754 0.0013780460468780767 0.0010906021504409507 0.000902256775092504 0.0012706545233582688 0.0010299356983152028 0.0014627633340757596 0.0016601070537534401 0.00055005125384162336 0.0010642172753694214 0.00074961920288899042 0.0013526952631181938 0.00052259474394755236 0.001080847656937154 0.0013382047629309291 0.0012014801750471662 0.0015677786001729857 0.0013780605867152508 0.0012368867788390906 0.0011932498930809531 0.0013891643821592448 0.00117982437350749 0.0012503739430982626 0.0014602463381999061
leaf_weight=77 189 79 61 57 73 90 62 95 61 70 94 63 62 52 53 62 62 52 80 72 66 351 71 52 66 52 90 53
leaf_count=77 189 79 61 57 73 90 62 95 61 70 94 63 62 52 53 62 62 52 80 72 66 351 71 52 66 52 90 53
internal_value=0 0.000782845 0.00130582 0.000897524 0.000974422 0.00109951 0.00116829 0.0011589 0.00104654 0.00136857 0.00127844 0.00140074 0.000755349 0.000852244 0.00093376 0.00138303 0.000387405 0.001229 0.00140464 0.00132208 0.00143251 0.00141591 0.00133978 0.00137408 0.00130313 0.00128439 0.00131441 0.0013871
internal_weight=0 618 1749 479 422 408 347 229 156 1341 353 988 193 131 115 925 139 114 811 205 606 540 283 212 118 232 180 133
internal_count=2367 618 1749 479 422 408 347 229 156 1341 353 988 193 131 115 925 139 114 811 205 606 540 283 212 118 232 180 133
is_linear=0
shrinkage=0.0032998


Tree=7007
num_leaves=14
num_cat=0
split_feature=30 2 16 1209 41 0 15 52 15 12 1213 15 12
split_gain=0.245506 0.193725 0.157165 0.124455 0.115124 0.114531 0.0957831 0.0895654 0.0866721 0.0940668 0.0840891 0.0538769 0.035125
threshold=0.085185000000000025 0.11866500000000001 -0.48950499999999991 -0.083969999999999989 1.0000000180025095e-35 0.12474500000000001 -0.029334999999999996 -1.0000000180025095e-35 -0.12431499999999999 -0.011819999999999999 0.12389500000000002 -0.26826999999999995 0.085135000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 8 7 -4 11 -10 -11 -5 -13
right_child=-2 2 6 4 -6 -7 -8 -9 9 10 -12 12 -14
leaf_value=0.014800186111947033 -0.0044398358520494731 -0.004761032586750963 0.0032193210692524521 0.005926457593243663 0.0011996835928155089 0.014288248784037064 -0.0010996617066874289 0.011222853614506308 0.00055387864326726871 0.0064333709429180959 0.012944095262537725 0.015638088562805279 0.0096808452617820045
leaf_weight=56 61 68 95 54 102 60 63 69 75 1487 59 54 64
leaf_count=56 61 68 95 54 102 60 63 69 75 1487 59 54 64
internal_value=0 0.00635982 0.00232335 0.00695105 0.0067253 0.00702849 0.00445345 0.00659762 0.00678456 0.00640053 0.006683 0.0103933 0.0124223
internal_weight=0 2306 295 2011 1955 1853 227 164 1793 1621 1546 172 118
internal_count=2367 2306 295 2011 1955 1853 227 164 1793 1621 1546 172 118
is_linear=0
shrinkage=0.16829


Tree=7008
num_leaves=23
num_cat=0
split_feature=1 52 15 0 1 402 1210 484 1455 0 159 52 52 401 3 42 43 484 0 3 1 43
split_gain=0.220301 0.173929 0.163403 0.160451 0.14287 0.123781 0.174038 0.113474 0.241533 0.100494 0.123299 0.115157 0.0902289 0.0869064 0.0773739 0.0730223 0.0714085 0.071253 0.148425 0.0697642 0.050167 0.0321431
threshold=0.098370000000000027 -0.41304999999999997 -0.064999999999999988 -0.14216999999999999 0.086390000000000008 0.097825000000000009 -0.080859999999999974 0.023665000000000002 0.083760000000000015 -0.13513499999999998 0.10607000000000001 -0.012164999999999999 -1.0000000180025095e-35 0.10076500000000001 -0.096404999999999991 -1.0000000180025095e-35 -0.015214999999999998 0.11701500000000002 -0.085764999999999994 0.091170000000000015 0.13443000000000002 -0.081639999999999976
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 9 4 -1 6 -5 8 14 19 11 -11 -4 -7 15 -8 -16 18 -9 -3 -13 -20
right_child=1 2 12 5 -6 13 7 17 -10 10 -12 20 -14 -15 16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.0067340551198434937 0.0093822076598759005 -0.0053536157247177016 0.0018548059887179994 -0.0030626381072167853 0.018070427132144386 0.01462492641994953 0.0053985533804739444 0.003607116767667853 -0.0040174704898853827 0.00095379038169971734 -0.0012953220838321166 0.0072408212930047365 -0.0065776362269100936 0.0062872139269656352 0.0074242189857117594 -0.0021341052181688431 0.0044555766039043225 0.0043473033621496465 0.011517286105440002 0.0025103267076728567 0.014038973206521754 0.017410693128836485
leaf_weight=72 86 54 57 70 57 69 78 55 81 59 65 80 96 75 505 68 429 70 58 78 52 53
leaf_count=72 86 54 57 70 57 69 78 55 81 59 65 80 96 75 505 68 429 70 58 78 52 53
internal_value=0 0.00234899 0.00122763 0.00603357 0.0117571 0.00557415 0.00510955 0.00552032 0.0048331 0.00306669 0.00501237 0.00716837 -0.0034244 0.0102948 0.00549855 0.00187789 0.0060626 0.00889348 0.0107997 -0.00069313 0.00993249 0.0143474
internal_weight=0 627 541 1740 129 1611 1467 1397 1161 388 256 191 153 144 1080 146 934 236 166 132 132 111
internal_count=2367 627 541 1740 129 1611 1467 1397 1161 388 256 191 153 144 1080 146 934 236 166 132 132 111
is_linear=0
shrinkage=0.16829


Tree=7009
num_leaves=26
num_cat=0
split_feature=3 2 2 2 3 2 12 43 3 43 2 3 42 43 12 43 3 49 3 1455 43 43 2 42 43
split_gain=11.9256 3.19971 2.10401 2.05281 1.23359 0.844328 0.628004 0.486867 0.561708 0.30659 0.241688 0.267745 0.209522 0.703453 0.208697 0.329221 0.192404 0.181048 0.347202 0.236184 0.178584 0.155936 0.128191 0.0789592 0.0437136
threshold=-0.049204999999999992 0.10613000000000002 0.11366500000000002 -1.0000000180025095e-35 -0.10175499999999998 0.14794000000000004 0.091515000000000013 -0.049364999999999992 0.11745500000000002 -0.091869999999999993 0.099675000000000014 0.091170000000000015 0.084145000000000011 -0.080249999999999988 0.097940000000000013 -0.089269999999999988 -0.0092099999999999977 -0.014169999999999999 -0.12595999999999999 0.083760000000000015 -0.016249999999999997 0.0061450000000000003 0.086915000000000006 0.11623000000000001 -0.069944999999999993
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=2 3 6 16 -4 7 9 -3 -9 22 11 -5 14 -14 20 -16 -2 -11 -19 21 -8 -20 -1 24 -15
right_child=1 5 4 10 -6 -7 12 8 -10 17 -12 -13 13 23 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0016495641045963674 0.0007601409854969556 0.00039328159083573113 0.00058085166018358701 0.0013494933599711603 0.0011777530982776559 0.00023927691822039592 0.0012970400506889382 0.0010138587111799473 0.00058640675348477754 0.0012268398725890544 0.00098930073497512571 0.0010769883855913729 0.00086243370308793945 0.0012545231338841098 0.0014297839164713522 0.001118420324325314 0.00047334861833229071 0.0016437455668068647 0.0014084593254230086 0.0011628666059495755 0.0015498674267222996 0.0012551369345164183 0.0014470232896660713 0.0011817616028612498 0.0013750191662488605
leaf_weight=67 52 63 61 102 100 81 63 53 93 86 57 67 56 72 63 95 52 56 579 57 65 88 81 72 86
leaf_count=67 52 63 61 102 100 81 63 53 93 86 57 67 56 72 63 95 52 56 579 57 65 88 81 72 86
internal_value=0 0.000779111 0.00131198 0.00100145 0.000951817 0.00052598 0.00134852 0.000636926 0.000741819 0.00139816 0.00117817 0.00124167 0.00126047 0.00119604 0.00132478 0.00124279 0.000617084 0.00137406 0.00139024 0.00137059 0.0014257 0.00138828 0.00153895 0.00127711 0.00132033
internal_weight=0 620 1747 330 161 290 1586 209 146 1014 226 169 572 286 286 158 104 866 780 724 128 667 148 230 158
internal_count=2367 620 1747 330 161 290 1586 209 146 1014 226 169 572 286 286 158 104 866 780 724 128 667 148 230 158
is_linear=0
shrinkage=0.0032998


Tree=7010
num_leaves=22
num_cat=0
split_feature=1 3 14 2 15 12 3 2 1 42 3 12 1 3 1 15 52 15 52 12 1
split_gain=7.45701 1.55343 1.31252 1.2356 1.10833 1.0082 0.632637 0.515965 0.375482 0.27742 0.398733 0.212813 0.297251 0.205115 0.167868 0.155871 0.117807 0.106324 0.122785 0.0895663 0.0259545
threshold=0.11332500000000002 0.11535000000000002 0.076975000000000002 0.14823500000000003 -0.084629999999999997 0.054520000000000006 -0.018739999999999996 0.09036000000000001 0.12475000000000001 0.08400500000000001 -0.086424999999999988 -0.010219999999999998 0.098370000000000027 -0.064294999999999977 0.089910000000000004 -1.0000000180025095e-35 -0.085924999999999987 -0.026169999999999995 -0.013914999999999999 0.096150000000000013 0.12048000000000002
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 2 5 4 8 6 -1 9 -2 17 -11 12 -8 14 19 -13 -12 -7 -19 -9 -6
right_child=3 -3 -4 -5 20 7 11 13 -10 10 16 15 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.00054449755840298869 0.00060968511673270738 0.00046655275447368124 0.0014910354454031928 0.00014327709053283086 0.00078081516565806975 0.0010488945537115029 0.00097986717674057025 0.0010496401219024219 0.00027864065281535611 0.00080488408450694047 0.00092239483712312385 0.00090522852158785863 0.00063220721710141733 0.00078101492136537127 0.00083209198935240076 0.0011432108092176612 0.0010941130982330747 0.0013241788611198151 0.0011514214602008751 0.0009505606659852455 0.0008890221780382462
leaf_weight=65 64 56 64 85 53 91 54 268 91 70 52 74 55 61 69 54 404 57 288 177 65
leaf_count=65 64 56 64 85 53 91 54 268 91 70 52 74 55 61 69 54 404 57 288 177 65
internal_value=0 0.00100939 0.00102534 0.000491244 0.000599456 0.00100912 0.000834231 0.00104346 0.000415557 0.00109048 0.00103878 0.000913545 0.000804766 0.000964721 0.000986454 0.0010059 0.00107461 0.00115277 0.00118007 0.00101031 0.000840719
internal_weight=0 1959 1903 358 273 1839 302 1537 155 962 526 237 109 575 514 128 456 436 345 445 118
internal_count=2317 1959 1903 358 273 1839 302 1537 155 962 526 237 109 575 514 128 456 436 345 445 118
is_linear=0
shrinkage=0.0032998


Tree=7011
num_leaves=25
num_cat=0
split_feature=1 2 12 12 47 2 2 16 12 11 2 51 12 1210 2 16 12 11 0 0 2 0 131 0
split_gain=13.1392 2.82849 2.65628 1.98058 0.879734 0.777782 0.712623 0.615615 0.508274 0.537745 0.38565 0.299143 0.28868 0.279381 0.275897 0.298286 0.252251 0.229452 0.303951 0.154983 0.144584 0.137167 0.104881 0.0958335
threshold=0.109225 0.14823500000000003 0.054520000000000006 -0.041134999999999991 0.077555000000000013 0.083855000000000013 0.093565000000000023 -0.074254999999999988 0.091515000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 -0.065539999999999987 -0.029844999999999997 -0.064344999999999999 0.09036000000000001 0.0045450000000000013 0.11930500000000001 0.081790000000000015 -0.053679999999999992 -0.086034999999999986 0.11517500000000001 -0.094124999999999986 0.084390000000000007 -0.084144999999999984
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 10 5 -1 -7 20 9 14 -2 -9 -8 -10 15 21 17 18 23 -16 -5 -4 -23 -15
right_child=1 -3 8 7 -6 6 12 11 13 -11 -12 -13 -14 16 19 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0006287405201940992 0.00030372376635410511 0.00017090046954716952 0.001605847833941588 0.00096008213052347778 0.0014414669968887321 0.0013726411885661791 0.00077540361625171679 0.0010276841267264692 0.0010927472475145482 0.0017518934040092081 0.00068603409294821138 0.0013649811156468189 0.0010768094951134099 0.001284331555793502 0.0011538720420926464 0.0012174856816681272 0.0011343536736339651 0.0015789138048758759 0.0011110395058993698 0.0013839472800843762 0.00070945547731422168 0.0014335478026734514 0.0015498767109632548 0.0014057762999030682
leaf_weight=53 60 87 81 52 57 63 61 63 52 61 56 55 84 101 56 55 56 54 54 84 52 476 114 330
leaf_count=53 60 87 81 52 57 63 61 63 52 61 56 55 84 101 56 55 56 54 54 84 52 476 114 330
internal_value=0 0.000702012 0.00134427 0.000838614 0.00106873 0.000987191 0.00107836 0.00102135 0.00139992 0.00144988 0.000488591 0.0011852 0.000950254 0.00132829 0.00142856 0.00145482 0.00134882 0.00137103 0.00134781 0.00129217 0.000835108 0.00147422 0.00145608 0.0013774
internal_weight=0 425 1892 338 318 261 208 222 1574 927 116 118 145 647 866 726 595 539 485 140 104 671 590 431
internal_count=2317 425 1892 338 318 261 208 222 1574 927 116 118 145 647 866 726 595 539 485 140 104 671 590 431
is_linear=0
shrinkage=0.0032998


Tree=7012
num_leaves=17
num_cat=0
split_feature=1 10 3 1 2 4 15 1 475 1429 483 160 15 1 4 3
split_gain=0.353244 0.259173 0.22166 0.242001 0.175519 0.144641 0.337445 0.280185 0.100044 0.0931729 0.105865 0.0972523 0.0925718 0.0917407 0.073139 0.0592634
threshold=0.11332500000000002 -0.005834999999999999 0.11535000000000002 0.10638500000000002 0.10731 -0.1075 0.03981500000000001 0.081925000000000012 -0.085719999999999977 0.057970000000000008 0.08956500000000002 -0.07656499999999998 -0.059484999999999989 0.11831500000000002 0.50569000000000008 -0.079594999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1 -7 10 11 -10 13 -3 -15 -12
right_child=1 12 -4 4 -6 8 -8 -9 9 -11 15 -13 -14 14 -16 -17
leaf_value=-0.010610556033270119 -0.0073865869933110026 -0.0033172001842780596 -0.0025269341938699767 0.022485619941909386 0.0090246737633621656 0.013817399759857404 0.013778800638076533 0.0051540801670913556 0.011965319626658083 0.0029525954455254552 -0.0008258835526534649 0.0080350732759027852 0.0097853469851249056 0.0079879616596899763 0.0009770776486631009 0.0071440404643794246
leaf_weight=55 66 55 56 56 55 87 60 76 216 101 53 1092 67 87 83 52
leaf_count=55 66 55 56 56 55 87 60 76 216 101 53 1092 67 87 83 52
internal_value=0 0.00212767 0.00788399 0.0081913 0.015832 0.00771702 0.00332386 -0.00145095 0.00824 0.00791832 0.00827199 0.00868548 0.00428431 0.00263824 0.00457557 0.00310402
internal_weight=0 358 1959 1903 111 1792 191 131 1601 1514 1413 1308 292 225 170 105
internal_count=2317 358 1959 1903 111 1792 191 131 1601 1514 1413 1308 292 225 170 105
is_linear=0
shrinkage=0.16829


Tree=7013
num_leaves=22
num_cat=0
split_feature=0 52 47 52 16 3 0 1456 0 0 2 12 16 16 16 2 43 12 475 0 16
split_gain=0.25532 0.27971 0.166867 0.319216 0.15483 0.171917 0.174688 0.188138 0.177794 0.129328 0.124262 0.110588 0.2451 0.0904225 0.251127 0.188516 0.074412 0.0698304 0.0877865 0.081708 0.0337061
threshold=-0.061994999999999995 -0.5492149999999999 0.085270000000000026 0.12431000000000002 -0.50476999999999983 -0.12077499999999998 -0.10120999999999998 -0.14739999999999998 -0.17106499999999999 -0.13740499999999997 0.11252000000000002 0.083885000000000015 -0.054549999999999994 -0.11118499999999999 0.066275000000000014 0.10584500000000001 -0.040789999999999993 0.085945000000000008 -0.081629999999999994 -0.085764999999999994 -0.11777499999999998
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=4 -2 3 13 10 -6 8 -8 -7 -10 -1 12 -9 -3 -15 -16 -14 19 -19 -13 -11
right_child=1 2 -4 -5 5 6 7 11 9 20 -12 17 16 14 15 -17 -18 18 -20 -21 -22
leaf_value=0.0057640443630532423 0.012183691616204115 0.0051205777729163085 -0.0077556383742765512 0.013837422903531644 0.014414702069067338 0.0097288868844192973 -0.0021122043599870206 0.01951342997675869 -0.0044869875339456702 0.0067476936045581248 -0.0044276156193189947 0.001729031909786842 0.0026119451570795981 -0.0095334052463644878 0.0085635052761378616 -0.004928507130951546 0.01130244101510753 0.014241482034737589 0.0074913923682738753 0.0083603194581056868 0.000901984521344921
leaf_weight=76 67 62 60 53 87 78 55 71 90 61 61 125 58 80 67 52 55 59 855 92 53
leaf_count=76 67 62 60 53 87 78 55 71 90 61 61 125 58 80 67 52 55 59 855 92 53
internal_value=0 0.00216923 0.000370386 0.00192885 0.00667588 0.00710521 0.00671918 0.00750515 0.00289445 0.000272479 0.00121304 0.00790877 0.0117509 -0.000482481 -0.00223719 0.00265274 0.00685773 0.0072821 0.00792909 0.00454873 0.00404571
internal_weight=0 441 374 314 1876 1739 1652 1370 282 204 137 1315 184 261 199 119 113 1131 914 217 114
internal_count=2317 441 374 314 1876 1739 1652 1370 282 204 137 1315 184 261 199 119 113 1131 914 217 114
is_linear=0
shrinkage=0.16829


Tree=7014
num_leaves=18
num_cat=0
split_feature=1 4 3 1373 42 13 15 3 15 4 159 160 3 4 3 159 1
split_gain=0.21581 0.125227 0.144913 0.0969736 0.10171 0.0997282 0.0833147 0.246665 0.23242 0.343337 0.103095 0.134006 0.0985467 0.125919 0.0541676 0.0522862 0.0241209
threshold=0.14699000000000004 0.24099500000000004 -0.13392999999999997 1.0000000180025095e-35 -0.093464999999999979 0.00023500000000000005 0.0056700000000000006 -0.12077499999999998 -0.0073899999999999999 -0.42305999999999994 -0.039019999999999992 -0.10335499999999999 -0.015794999999999997 -0.087344999999999992 -0.077039999999999983 0.086595000000000019 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 10 -10 14 -12 13 -9 -6 16 -4
right_child=-2 2 15 -5 6 -7 7 12 9 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.014342802222411804 -0.0042803576567517132 -0.0054610087077012386 -0.00045653082033408719 0.012286902915800825 0.012516323256586984 0.0059733307318075406 0.017379728644276761 -0.0027588271027726638 0.0057037576525441848 -0.0084907187157162497 -0.0037386315125690441 0.0050995325145331916 0.0125684986183445 0.0056114418317603151 0.0057193761303569396 0.0082584958125383502 0.0038161651347581481
leaf_weight=68 71 61 58 60 75 102 53 55 98 95 53 556 52 640 62 56 102
leaf_count=68 71 61 58 60 75 102 53 55 98 95 53 556 52 640 62 56 102
internal_value=0 0.00512994 0.00177014 0.00560169 0.00539063 0.00933169 0.00500433 0.00627009 0.00392403 -0.00127385 0.0052712 0.00432742 0.00547945 0.00494646 0.00945345 0.00382058 0.00225608
internal_weight=0 2246 277 1969 1909 170 1739 800 939 193 746 609 747 695 137 216 160
internal_count=2317 2246 277 1969 1909 170 1739 800 939 193 746 609 747 695 137 216 160
is_linear=0
shrinkage=0.16829


Tree=7015
num_leaves=12
num_cat=0
split_feature=9 4 13 11 123 14 52 1 160 1454 160
split_gain=0.278965 0.183109 0.184104 0.137213 0.101483 0.159405 0.09903 0.074214 0.0742014 0.103722 0.0592069
threshold=-1.0000000180025095e-35 -0.37983499999999992 -0.15310499999999996 0.079300000000000009 0.085740000000000011 -0.10708499999999999 0.51400500000000016 0.12835000000000002 0.11655500000000001 0.080340000000000009 0.41176000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 -2 5 -4 8 -3 9 -7 -10
right_child=1 2 4 -5 -6 6 -8 -9 10 -11 -12
leaf_value=-0.0057558760055935795 0.014385393697614796 0.0017688734507752162 0.013548947233675642 0.0043487467485468544 -0.00057850809219955879 0.0050270827611445402 -0.001355614218459808 -0.0060282682306580316 -0.0033298416170670178 0.011577815532292654 0.0045498988375528354
leaf_weight=73 95 83 61 66 94 1600 71 59 52 72 56
leaf_count=73 95 83 61 66 94 1600 71 59 52 72 56
internal_value=0 0.00479983 0.00438807 0.0102822 0.00480281 0.00506831 0.00478786 -0.00145813 0.00503392 0.00531025 0.000739315
internal_weight=0 2309 2148 161 2006 1912 1851 142 1780 1672 108
internal_count=2382 2309 2148 161 2006 1912 1851 142 1780 1672 108
is_linear=0
shrinkage=0.16829


Tree=7016
num_leaves=12
num_cat=0
split_feature=10 48 3 2 11 40 123 160 3 12 49
split_gain=0.518303 0.154948 0.150635 0.0999196 0.097806 0.104416 0.097648 0.0801393 0.0924244 0.0859845 0.0901603
threshold=-1.0000000180025095e-35 0.083570000000000019 -0.16048499999999996 0.10656 0.079300000000000009 -0.079414999999999986 0.089295000000000013 0.10736500000000002 -0.07964499999999998 -0.096234999999999987 0.13302000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 7 9 -9 -7 -11
right_child=2 -3 4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.012338173900854248 0.0056099002844297056 -9.9513040758428947e-05 0.00982844240170813 0.015191388488521456 -0.0031601148083682125 0.011154417481498709 -0.0029568732935351468 0.003992628864248845 -0.0048586413055029479 0.0039357491085779605 0.010035302289761567
leaf_weight=68 69 52 88 57 53 52 57 77 59 1678 72
leaf_count=68 69 52 88 57 53 52 57 77 59 1678 72
internal_value=0 -0.00704973 0.00429478 0.00995864 0.00395983 0.00414186 0.00389012 0.00409243 0.000139529 0.00438976 0.00418773
internal_weight=0 120 2262 126 2136 2083 1995 1938 136 1802 1750
internal_count=2382 120 2262 126 2136 2083 1995 1938 136 1802 1750
is_linear=0
shrinkage=0.16829


Tree=7017
num_leaves=11
num_cat=0
split_feature=4 11 0 11 124 160 49 147 148 160
split_gain=0.178543 0.1144 0.122852 0.0820822 0.0775789 0.10161 0.116415 0.0784033 0.0890832 0.0453406
threshold=0.62207000000000001 0.095360000000000014 0.12500000000000003 0.079300000000000009 -0.083859999999999976 -0.089629999999999974 0.091325000000000003 0.092780000000000015 -0.080384999999999984 -0.10994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 8 -7 -6
right_child=-2 -3 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.0015791750191875618 -0.0062827950514077989 0.010467058846510896 0.010347658343232711 -0.0024725319112385144 0.0033350695567490548 -0.0042400873265367083 0.012986673524823659 0.0091917733448535748 0.0028247396626918282 0.0085049796204204348
leaf_weight=95 56 62 65 77 203 52 57 53 1598 64
leaf_count=95 56 62 65 77 203 52 57 53 1598 64
internal_value=0 0.00332276 0.00312631 0.00291204 0.00310828 0.00332885 0.00606534 0.00280717 0.002601 0.00458103
internal_weight=0 2326 2264 2199 2122 2027 324 1703 1650 267
internal_count=2382 2326 2264 2199 2122 2027 324 1703 1650 267
is_linear=0
shrinkage=0.16829


Tree=7018
num_leaves=11
num_cat=0
split_feature=10 39 39 11 4 4 52 447 158 4
split_gain=0.32704 0.138733 0.101104 0.204505 0.0959368 0.153619 0.108066 0.101247 0.0911592 0.0752561
threshold=-1.0000000180025095e-35 0.086000000000000007 0.098905000000000007 0.095360000000000014 -0.37983499999999992 -0.13833499999999996 -0.15337499999999996 0.083310000000000009 0.12023500000000002 -0.083354999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2 8 9 -7
right_child=2 -3 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.012203547969491446 0.0014072806239907973 -0.0006880349486634358 -0.002759252356732262 0.013485564606260284 -0.0044762615491416935 0.0056862118580745091 0.011223399664534714 0.0088303757638831856 -0.0039948834542690289 0.0025068999156329019
leaf_weight=55 53 65 82 54 81 246 81 81 55 1529
leaf_count=55 53 65 82 54 81 246 81 81 55 1529
internal_value=0 -0.00598095 0.00303009 0.00324868 0.00298782 0.00269318 0.00735431 0.00299801 0.00273887 0.00294854
internal_weight=0 120 2262 2180 2126 1992 134 1911 1830 1775
internal_count=2382 120 2262 2180 2126 1992 134 1911 1830 1775
is_linear=0
shrinkage=0.16829


Tree=7019
num_leaves=12
num_cat=0
split_feature=10 4 48 49 376 15 1 41 1 457 150
split_gain=0.226441 0.128245 0.107161 0.151223 0.0768078 0.0779673 0.152024 0.108927 0.0934892 0.12872 0.100431
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.10713500000000002 0.018515000000000004 0.083785000000000012 -0.43457999999999991 0.12895500000000001 0.081560000000000007 0.085720000000000005 0.083415000000000017 0.077585000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 7 8 10 -10 -7
right_child=2 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.00068217157126796769 -0.0029129665485742762 -0.010299918748453717 0.014139261484746842 0.0019029813121181631 0.0079116167312266554 0.0026160371620437915 0.011014928627519705 -0.0055544131448557648 0.0012953902633143508 -0.0071797154223918391 0.0081789729467575401
leaf_weight=58 85 62 53 63 66 1193 55 52 539 56 100
leaf_count=58 85 62 53 63 66 1193 55 52 539 56 100
internal_value=0 -0.00497694 0.00252042 0.00750918 0.00224992 0.00206941 0.00228259 0.0020341 0.00224406 0.000494714 0.00304766
internal_weight=0 120 2262 116 2146 2080 1995 1940 1888 595 1293
internal_count=2382 120 2262 116 2146 2080 1995 1940 1888 595 1293
is_linear=0
shrinkage=0.16829


Tree=7020
num_leaves=21
num_cat=0
split_feature=1 3 4 2 1 4 4 3 47 2 3 3 52 52 1212 2 3 15 52 160
split_gain=15.0691 2.55857 1.69454 1.07782 1.13352 0.62923 0.612098 0.599159 0.305581 0.28373 0.309793 0.26965 0.221868 0.545171 0.200043 0.212547 0.190592 0.159639 0.139414 0.136752
threshold=0.10574000000000001 -0.031844999999999991 0.30163500000000004 0.10836000000000003 0.096300000000000011 -0.013024999999999998 -0.38908499999999996 0.31343500000000007 0.089785000000000018 0.12399000000000002 0.0012800000000000001 0.08734500000000002 0.044705000000000002 -0.41304999999999997 0.089995000000000019 0.093365000000000017 -0.082454999999999987 0.093175000000000022 0.083750000000000005 0.014995000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 6 -6 -1 8 9 10 -3 14 13 -5 15 17 -2 -8 -16 -17
right_child=1 7 -4 12 5 -7 11 -9 -10 -11 -12 -13 -14 -15 18 19 -18 -19 -20 -21
leaf_value=0.0019910323779480828 0.0016765828565308331 0.00076403644747907924 0.00090203146375979399 0.0015748461291760849 0.0016065835511575482 0.0011782247311054217 0.0017549889694243109 0.00058409374300987253 0.0011363611642074215 0.00065061645816647396 0.0011209603463548522 0.001463567977227395 0.0015655885528770409 0.0011216852261617684 0.001506223839154445 0.001575006866166591 0.0014157516478115616 0.0016079193637408059 0.0017277137954913302 0.0017602997835551937
leaf_weight=83 55 54 75 55 84 69 912 84 52 56 54 54 77 63 92 166 77 95 52 65
leaf_count=83 55 54 75 55 84 69 912 84 52 56 54 54 77 63 92 166 77 95 52 65
internal_value=0 0.00101677 0.00129926 0.00165848 0.00168567 0.00141363 0.00171305 0.000821733 0.000913985 0.000843261 0.000942825 0.00169696 0.00142515 0.0013332 0.00170605 0.00171993 0.0015247 0.00174115 0.00158645 0.0016273
internal_weight=0 507 207 1867 1672 153 1519 300 216 164 108 1436 195 118 1382 1238 132 1007 144 231
internal_count=2374 507 207 1867 1672 153 1519 300 216 164 108 1436 195 118 1382 1238 132 1007 144 231
is_linear=0
shrinkage=0.0032998


Tree=7021
num_leaves=17
num_cat=0
split_feature=4 1 3 3 0 15 3 124 1 4 4 16 480 151 16 0
split_gain=8.6708 2.30343 1.06582 0.679292 0.563496 0.421822 0.339319 0.240144 0.184892 0.178056 0.172096 0.249091 0.18637 0.153778 0.11714 0.0440422
threshold=0.30163500000000004 0.10374500000000002 -0.046329999999999989 0.13772500000000001 0.12539500000000003 -0.46944499999999995 0.091170000000000015 -0.072314999999999977 0.11670500000000002 -0.036279999999999993 0.032965000000000001 -0.046599999999999996 0.086995000000000017 -0.085684999999999997 -0.42004999999999992 -0.11208499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 5 6 -2 7 -1 -4 -3 12 15 13 -9 -7 -12
right_child=3 2 8 -5 -6 14 -8 10 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.00089543948168767287 0.00073368393769079117 0.0011372570779841368 0.00070218638843564545 9.4896943291909394e-05 0.0007635987875826511 0.00047900737027604262 0.00089912222666101627 0.0010221812225479604 0.00047823941235207792 0.00088836933120795848 0.0011719231362182926 0.00084248729408174013 0.00098828866068995103 0.0011505826686939986 0.00028687494613672252 0.0010469817641003015
leaf_weight=58 59 55 84 59 58 88 92 117 80 79 60 60 100 1178 59 88
leaf_count=58 59 55 84 59 58 88 92 117 80 79 60 60 100 1178 59 88
internal_value=0 0.00104132 0.000772077 0.000407812 0.00108561 0.000497263 0.00109624 0.00110714 0.000593159 0.000990788 0.00111478 0.00102437 0.00112823 0.00113901 0.000402133 0.00109787
internal_weight=0 2109 298 265 1811 206 1753 1661 164 134 1603 208 1395 1295 147 148
internal_count=2374 2109 298 265 1811 206 1753 1661 164 134 1603 208 1395 1295 147 148
is_linear=0
shrinkage=0.0032998


Tree=7022
num_leaves=19
num_cat=0
split_feature=4 12 13 43 12 51 43 11 13 12 16 13 11 16 12 160 0 13
split_gain=8.40985 2.95998 0.877034 1.01809 0.666732 0.426578 0.42567 0.412073 0.538725 0.351412 0.296428 0.258078 0.248617 0.188866 0.184819 0.175157 0.123164 0.116102
threshold=0.30163500000000004 0.077755000000000005 -0.28558999999999996 -0.049364999999999992 0.11769500000000001 0.07955000000000001 -0.088994999999999991 0.076160000000000019 -0.10278499999999999 0.083785000000000012 0.0055300000000000011 -0.10899499999999999 0.085155000000000022 -0.0092499999999999978 0.084160000000000013 -1.0000000180025095e-35 -0.10075499999999998 -0.049744999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 7 13 -4 8 -3 -10 14 -2 -9 -5 -11 -13 -17 -12
right_child=11 4 3 5 -6 -7 -8 12 9 10 17 15 -14 -15 -16 16 -18 -19
leaf_value=0.00053005992125064471 0.00035716474448933074 0.00089992548081994591 0.00098040657087654685 0.0013311344294427061 0.00094137528191120211 0.00089182297130053394 0.00061028361646773936 0.0015941602113142192 0.0014623326182869657 0.0010526746893432706 0.001168822543989252 0.0007554851777612974 0.0012887490233286388 0.0011010620338605414 0.0012587980395109835 0.00065977676246906623 0.00045723636872857851 0.0010137903546930166
leaf_weight=56 67 55 56 71 88 71 88 54 72 52 204 55 68 94 1003 54 89 77
leaf_count=56 67 55 56 71 88 71 88 54 72 52 204 55 68 94 1003 54 89 77
internal_value=0 0.00115945 0.000916966 0.000973891 0.00122262 0.00110763 0.000754465 0.00123821 0.00122268 0.00123526 0.00122299 0.000535507 0.00142422 0.00120028 0.00124867 0.000595677 0.000533967 0.00112647
internal_weight=0 2109 436 380 1673 236 144 1585 1463 1408 1336 265 122 165 1055 198 143 281
internal_count=2374 2109 436 380 1673 236 144 1585 1463 1408 1336 265 122 165 1055 198 143 281
is_linear=0
shrinkage=0.0032998


Tree=7023
num_leaves=14
num_cat=0
split_feature=40 43 4 40 42 50 51 1212 403 4 403 1452 16
split_gain=0.199676 0.194854 0.136237 0.187712 0.114155 0.109099 0.134001 0.108684 0.139012 0.0938288 0.0924887 0.0911855 0.0405801
threshold=0.051255000000000002 -0.23596999999999999 0.27161500000000005 -1.0000000180025095e-35 -0.047714999999999987 0.12170000000000002 0.12016500000000001 0.089995000000000019 -0.086184999999999998 0.41488500000000006 -0.5335399999999999 0.087755000000000014 -0.44010499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 6 7 10 -9 -5 -3 -12 -11
right_child=-2 2 3 9 -6 -7 -8 8 -10 12 11 -13 -14
leaf_value=0.0056978666607199226 -0.0057982193105053093 0.011062597355122222 0.0070654466443649316 -0.0085779823508157233 0.015692595930593089 -0.0013168749204070965 0.012640165978139301 -0.0067865003397518178 0.0038734988225148544 0.0028504239709075427 0.0043419668150860933 0.010800410524012826 -0.0034520172539906748
leaf_weight=66 56 66 79 55 65 88 59 53 100 61 1506 65 55
leaf_count=66 56 66 79 55 65 88 59 53 100 61 1506 65 55
internal_value=0 0.00435823 0.00397929 0.000274398 0.0106708 0.00445653 0.00473228 0.00447063 0.000169077 -0.00285248 0.00487157 0.00461033 -0.000122315
internal_weight=0 2318 2187 250 131 1937 1849 1790 153 171 1637 1571 116
internal_count=2374 2318 2187 250 131 1937 1849 1790 153 171 1637 1571 116
is_linear=0
shrinkage=0.16829


Tree=7024
num_leaves=12
num_cat=0
split_feature=3 10 39 13 52 13 480 403 16 1186 2
split_gain=0.144302 0.159295 0.196199 0.139902 0.0990173 0.106911 0.111569 0.107684 0.0831621 0.0777368 0.0410293
threshold=0.11745500000000002 -0.010699999999999999 0.098220000000000016 -0.11122999999999998 0.51775000000000004 -0.10278499999999999 0.086995000000000017 -0.5335399999999999 -0.040484999999999993 0.057025000000000006 0.11827500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 5 -3 7 -7 -8 -9 -2
right_child=3 2 -4 -5 -6 6 8 9 -10 -11 -12
leaf_value=0.011772472581462971 -0.00069661794002228252 -0.0016008437436634256 -0.0046217111303554891 -0.0073129759828254193 0.0108595305606504 0.011147358061591754 0.0041982894094702563 0.0042714170510123693 -0.0046276048241471104 -0.0016436162556617393 0.0056108705468092702
leaf_weight=69 59 103 80 66 56 63 52 1632 72 65 57
leaf_count=69 59 103 80 66 56 63 52 1632 72 65 57
internal_value=0 0.00380353 0.00354368 -0.00112053 0.0038643 0.00366625 0.00395516 0.00429909 -0.000911935 0.0040438 0.00238726
internal_weight=0 2192 2123 182 2043 1987 1884 1760 124 1697 116
internal_count=2374 2192 2123 182 2043 1987 1884 1760 124 1697 116
is_linear=0
shrinkage=0.16829


Tree=7025
num_leaves=22
num_cat=0
split_feature=1 2 1 12 4 150 3 151 3 0 3 2 12 4 4 12 4 3 0 4 49
split_gain=9.17804 1.29986 1.16348 1.05946 0.737654 0.591417 0.545123 0.400788 0.495329 0.376892 0.265347 0.250225 0.337764 0.218554 0.195192 0.12645 0.100643 0.157819 0.110794 0.0649095 0.0528638
threshold=0.10892500000000001 0.14307 0.08956500000000002 -0.010219999999999998 0.40945500000000007 0.082295000000000021 -0.14443999999999999 -0.11633499999999998 0.085315000000000016 -0.092514999999999986 -0.046989999999999997 0.095120000000000024 0.082165000000000016 0.50973500000000016 0.0099250000000000015 0.095815000000000011 -0.17689999999999997 -0.083039999999999989 -0.077809999999999976 0.053255000000000004 0.093600000000000017
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=2 4 6 -4 5 10 -1 -8 11 -5 -2 12 -9 -6 -14 20 -11 -18 -19 -17 -13
right_child=1 -3 3 9 13 -7 7 8 -10 16 -12 15 14 -15 -16 19 17 18 -20 -21 -22
leaf_value=0.0013241928752833682 0.00098202608213953323 0.00015692096370133855 0.00051746123579492253 0.00076910650429715902 0.00025568068699427494 0.00042266837410401693 0.0013143904775356524 0.0013096688841190912 0.00073383204285640291 0.0011201138408334403 0.00068025103914409908 0.0010969590816613803 0.0010717512607013059 0.00052337874432693333 0.00086703744905862815 0.00095722584342055044 0.00083346686337765848 0.001110095732308953 0.00092757523218483075 0.00082354655485029741 0.00095819492419538482
leaf_weight=82 69 103 77 103 63 52 59 64 58 66 61 96 839 72 56 154 68 85 70 60 52
leaf_count=82 69 103 77 103 63 52 59 64 58 66 61 96 839 72 56 154 68 85 70 60 52
internal_value=0 0.000479438 0.00101645 0.000872346 0.00058412 0.000721452 0.00106088 0.00104585 0.00103433 0.000941966 0.000840695 0.0010475 0.00107575 0.000398714 0.00105898 0.000972557 0.00100345 0.000968765 0.00102789 0.00091991 0.00104844
internal_weight=0 420 1989 469 317 182 1520 1438 1379 392 130 1321 959 135 895 362 289 223 155 214 148
internal_count=2409 420 1989 469 317 182 1520 1438 1379 392 130 1321 959 135 895 362 289 223 155 214 148
is_linear=0
shrinkage=0.0032998


Tree=7026
num_leaves=19
num_cat=0
split_feature=133 10 43 42 51 1 1429 484 15 4 4 15 1 43 4 51 4 133
split_gain=0.222014 0.240745 0.18497 0.172959 0.160018 0.160193 0.0982087 0.109006 0.120982 0.0952386 0.0935307 0.0890101 0.103658 0.169886 0.0811559 0.0805328 0.0562997 0.0532866
threshold=-0.24264499999999997 -0.092019999999999977 -0.081164999999999987 -0.018574999999999998 0.087425000000000017 0.080270000000000022 0.084885000000000002 -0.070034999999999986 -1.0000000180025095e-35 -0.050564999999999992 0.0045450000000000013 0.11754500000000001 0.088315000000000018 0.0054600000000000004 0.0047850000000000011 -0.085504999999999984 -0.0072499999999999995 0.048520000000000008
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 -1 5 10 7 8 -4 -7 15 12 14 -14 -9 -3 -11 -17
right_child=1 2 6 -5 -6 9 -8 11 -10 16 -12 -13 13 -15 -16 17 -18 -19
leaf_value=0.0060930427594883532 -0.0073669375163082562 0.013570033146295861 0.0030563703788191636 0.018189681083275795 0.013467905148137197 -0.003892432053901248 -0.0028029742408955203 0.003793569562697221 -0.0067702828556557414 0.0073980115694001827 0.0014220084223913116 0.0095394040356390521 0.002650669482475596 -0.0066723246564672576 0.0085687285655478042 0.011217408050612693 0.00083872407123731564 0.0057951236784953798
leaf_weight=96 55 65 81 52 75 65 83 541 63 68 70 69 452 63 125 67 83 236
leaf_count=96 55 65 81 52 75 65 83 541 63 68 70 69 452 63 125 67 83 236
internal_value=0 0.00361961 0.00389434 0.0103554 0.00608992 0.00524108 0.00280946 0.00314491 -0.00123031 0.00147996 0.00709178 0.00365038 0.00330479 0.0015067 0.00469251 0.00816538 0.00380447 0.00700004
internal_weight=0 2261 2206 148 729 654 1477 1394 144 216 438 1250 1181 515 666 368 151 303
internal_count=2409 2261 2206 148 729 654 1477 1394 144 216 438 1250 1181 515 666 368 151 303
is_linear=0
shrinkage=0.16829


Tree=7027
num_leaves=17
num_cat=0
split_feature=4 43 16 13 0 13 12 474 16 13 0 16 1 49 40 12
split_gain=0.142752 0.153817 0.327971 0.260563 0.299443 0.137108 0.120591 0.0944294 0.198505 0.214629 0.151573 0.127995 0.10263 0.106112 0.0984773 0.097541
threshold=-0.51003499999999991 0.12203500000000002 -0.14101499999999997 -0.10899499999999999 -0.14151499999999997 -0.41143499999999994 0.093595000000000025 0.088510000000000019 0.0086100000000000013 0.0083850000000000018 -0.08150499999999998 0.0086100000000000013 0.12180500000000001 0.10931500000000001 -0.081369999999999984 0.087615000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -4 8 12 10 -10 -9 13 14 -5 -12
right_child=1 2 6 7 5 -7 -8 11 9 -11 15 -13 -14 -15 -16 -17
leaf_value=0.011765497940237624 0.0063619109683569824 0.018998610225546653 -0.0021654411874008125 0.010996257813590931 -0.0028647787002261511 -0.015078630708623043 0.0078337491385611861 0.0016555914811255035 -0.0053878952460276732 -0.0070659197516188231 0.010024533196172762 0.011033695406337448 -0.0015510450588856321 0.011374919108830039 0.0035714333867781817 0.0018822887017043224
leaf_weight=56 54 53 61 53 52 53 77 72 62 103 57 98 94 56 1250 158
leaf_count=56 54 53 61 53 52 53 77 72 62 103 57 98 94 56 1250 158
internal_value=0 0.00315537 0.00773839 0.00274966 -0.00380247 -0.00904698 0.0034008 0.00327067 0.0029171 -0.00050327 0.00193051 0.00707236 0.00381286 0.0041852 0.00387482 0.00404929
internal_weight=0 2353 191 2162 159 105 138 2003 1833 380 277 170 1453 1359 1303 215
internal_count=2409 2353 191 2162 159 105 138 2003 1833 380 277 170 1453 1359 1303 215
is_linear=0
shrinkage=0.16829


Tree=7028
num_leaves=18
num_cat=0
split_feature=41 13 151 1 34 403 13 15 52 403 131 3 481 481 403 160 52
split_gain=0.160907 0.170153 0.134291 0.108796 0.122378 0.119242 0.167456 0.179938 0.10093 0.0826733 0.0874586 0.0724808 0.0638652 0.0485334 0.058135 0.0373064 0.0237992
threshold=0.075585000000000013 -0.10899499999999999 -0.23765499999999998 0.080270000000000022 -1.0000000180025095e-35 0.0071950000000000009 -0.10477499999999999 -0.42075999999999997 0.11110500000000002 -0.15498499999999996 0.023795 -0.08126499999999999 -0.0087899999999999975 -0.073474999999999985 -0.089609999999999981 -1.0000000180025095e-35 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 -5 6 -6 -8 9 16 13 -10 -9 -11 -15 -13 -4
right_child=1 -3 3 4 5 -7 7 12 11 10 -12 15 -14 14 -16 -17 -18
leaf_value=0.010473341097325683 0.0027288587521454937 0.015251859294458074 -0.0025873243824526453 0.0073954522517772443 -0.0069146619732843558 0.0066583399916653793 -0.0079433753962751767 0.0066090751392158089 -0.0043783275434216345 0.0078097764119761165 0.010445124951007117 0.0044567534759839336 0.00093644804421307189 0.0090924065956857411 0.0032328796238645673 -0.0012368574805626019 0.00202437111833769
leaf_weight=58 65 59 56 77 93 79 63 62 72 90 67 83 621 52 686 53 73
leaf_count=58 65 59 56 77 93 79 63 62 72 90 67 83 621 52 686 53 73
internal_value=0 0.00870187 0.00247044 0.00226121 0.000949805 0.0004072 -0.000179264 0.000657995 0.00331888 0.00400541 0.0045795 -5.23197e-05 0.00145402 0.0041027 0.00364818 0.00222471 8.46773e-06
internal_weight=0 124 2285 2227 995 918 839 746 1232 1024 895 208 683 828 738 136 129
internal_count=2409 124 2285 2227 995 918 839 746 1232 1024 895 208 683 828 738 136 129
is_linear=0
shrinkage=0.16829


Tree=7029
num_leaves=19
num_cat=0
split_feature=1 2 2 12 1 12 2 2 14 13 12 48 15 481 42 15 43 12
split_gain=15.4001 2.93404 1.54138 1.31157 1.30728 1.0786 1.02973 0.913963 0.568275 0.441244 0.356278 0.441824 0.236665 0.225214 0.206284 0.151466 0.0900917 0.0295084
threshold=0.10892500000000001 0.12228000000000001 -1.0000000180025095e-35 -0.011819999999999999 0.092655000000000015 0.089605000000000018 0.11366500000000002 0.16730000000000003 0.054835000000000009 -1.0000000180025095e-35 0.099815000000000015 -0.026004999999999997 -0.032264999999999995 -0.050084999999999991 0.085315000000000016 0.086275000000000004 -0.105305 0.10862500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -4 8 9 10 -3 11 -5 -8 15 -15 -13 -12 -18
right_child=1 7 5 6 -6 -7 12 -9 -10 -11 16 13 -14 14 -16 -17 17 -19
leaf_value=0.0013795510414618924 0.00050567440861595217 0.00033046432986330582 0.00081474218397234617 0.0011339712411955905 0.00073654014478695331 0.0013585263361458797 0.0012247246405210912 -2.9349276372198262e-05 0.0017010825683528709 0.00072005764276360956 0.0013572534841920863 0.0016205130818459834 0.00095188338824663563 0.0014324266784514167 0.0013441793057303074 0.0014152773062894894 0.0011211550067019042 0.0012379069068312102
leaf_weight=65 75 80 82 67 74 78 79 52 64 53 52 91 65 715 520 77 54 66
leaf_count=65 75 80 82 67 74 78 79 52 64 53 52 91 65 715 520 77 54 66
internal_value=0 0.000652093 0.000896893 0.00134766 0.00103748 0.00108006 0.00137094 0.000340941 0.00139364 0.000485981 0.00138164 0.00139845 0.00110181 0.00141105 0.0013953 0.00152666 0.00123774 0.00118566
internal_weight=0 420 235 1989 139 160 1850 185 1706 133 1642 1470 144 1403 1235 168 172 120
internal_count=2409 420 235 1989 139 160 1850 185 1706 133 1642 1470 144 1403 1235 168 172 120
is_linear=0
shrinkage=0.0032998


Tree=7030
num_leaves=22
num_cat=0
split_feature=133 2 1213 393 2 3 12 3 43 2 12 150 2 158 159 4 12 3 2 3 13
split_gain=0.184773 0.122024 0.151346 0.144405 0.141464 0.240867 0.110981 0.106629 0.10354 0.102369 0.112533 0.204888 0.133458 0.091925 0.111187 0.0892088 0.0688235 0.0669927 0.0648593 0.101727 0.0175486
threshold=-0.43714999999999993 0.093255000000000018 -0.12077499999999998 0.096070000000000003 -1.0000000180025095e-35 -0.015069999999999998 -0.086449999999999985 -0.079379999999999992 -0.076124999999999984 0.096425000000000025 0.097060000000000021 1.0000000180025095e-35 0.11626500000000002 0.085900000000000018 0.04105000000000001 0.053455000000000009 0.087285000000000015 -0.071519999999999986 0.090425000000000019 0.086245000000000016 -0.066934999999999981
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 2 -2 4 5 -4 8 13 -3 -8 11 12 16 14 -6 17 -11 -12 19 -9 -14
right_child=1 6 3 -5 7 -7 9 18 -10 10 15 -13 20 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.010273790023284126 0.011009481474122611 -0.0088266659732070245 0.0051485709187295298 0.011572123545873156 0.0025994603819137576 -0.0089183120194162909 -0.0034061434402034088 0.006702184569256836 0.001533149509656079 0.012003920419035655 -0.0020191799488512054 -0.0027801416673314465 -0.00063250711632452524 0.0072778229361559052 -0.0037594608652466439 -0.0050205445650440212 0.0059100784874404153 0.0048889945944777047 0.011319757794183189 -0.001165866038200955 0.003542575264566715
leaf_weight=96 76 57 66 57 613 72 91 214 52 98 69 91 54 99 89 77 117 93 56 59 59
leaf_count=96 76 57 66 57 613 72 91 214 52 98 69 91 54 99 89 77 117 93 56 59 59
internal_value=0 0.00272755 0.00369606 0.00327522 0.00290083 -0.00217765 0.001144 0.00352262 -0.00386789 0.00187576 0.00260897 0.00427143 0.00623328 0.00247114 0.00179071 -0.000298029 0.00869609 0.00193553 0.00607717 0.00499518 0.0015315
internal_weight=0 2259 1401 1325 1268 138 858 1130 109 749 658 419 328 801 702 239 215 162 329 273 113
internal_count=2355 2259 1401 1325 1268 138 858 1130 109 749 658 419 328 801 702 239 215 162 329 273 113
is_linear=0
shrinkage=0.16829


Tree=7031
num_leaves=30
num_cat=0
split_feature=12 2 10 156 15 2 474 15 12 13 48 48 49 484 2 49 1429 133 13 12 13 15 42 15 159 13 12 42 15
split_gain=5.83235 1.74423 1.51996 1.1422 0.875569 0.783285 0.689236 0.50345 0.402762 0.339097 0.25936 0.250321 0.242418 0.223486 0.184641 0.174995 0.206337 0.15374 0.169555 0.147087 0.12018 0.251073 0.0965944 0.135773 0.0855426 0.093494 0.07535 0.0729451 0.0715307
threshold=0.077755000000000005 0.13538500000000001 -1.0000000180025095e-35 0.079145000000000007 -0.37478999999999996 0.099675000000000014 0.085070000000000021 0.076335000000000014 0.09697500000000002 -0.097199999999999995 0.084620000000000015 0.11270000000000001 -0.03195499999999999 -0.013794999999999998 0.090425000000000019 -0.081334999999999977 0.084390000000000007 0.24948000000000004 -0.050754999999999995 0.085325000000000012 0.085880000000000012 -0.065599999999999978 0.088520000000000015 0.092555000000000012 -0.0118 0.056910000000000009 0.093995000000000009 0.084030000000000007 -0.087044999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 4 -4 14 -5 8 13 -9 20 12 -7 27 -6 -15 19 22 -19 -17 21 -10 24 -24 -11 -26 -25 -2 -29
right_child=1 -3 3 6 5 11 -8 9 10 17 -12 -13 -14 15 -16 16 -18 18 -20 -21 -22 -23 23 26 25 -27 -28 28 -30
leaf_value=0.00038942018337311066 0.0013712310617227579 0.00059293680219078165 0.00049048579403956395 0.0014300179949039023 0.00094590590867869243 0.00061969788306570715 0.00089958538506317064 0.0014904561514249306 0.0010387069935451874 0.001086698596766173 0.0012089202138680255 0.00051726239980632715 0.0009050079664251826 0.00094210266696419546 0.0011963630915124653 0.0013169927145736705 0.00096203799023372965 0.00098639287954196508 0.001219298493415196 0.0011436738094718045 0.0010715531125294923 0.00073822175690608117 0.0014566016550996647 0.0011686014701355982 0.0012570444569614415 0.0011018888100577399 0.0013459246373196472 0.0012945356867504077 0.0011383992418249808
leaf_weight=91 52 58 93 52 89 56 56 55 60 54 53 52 81 53 53 70 58 62 83 282 57 64 52 65 306 54 52 73 69
leaf_count=91 52 58 93 52 89 56 56 55 60 54 53 52 81 53 53 70 58 62 83 282 57 64 52 65 306 54 52 73 69
internal_value=0 0.00115674 0.000784223 0.000851689 0.00077427 0.000853898 0.00115531 0.00117625 0.00112218 0.00123773 0.00100353 0.000714163 0.000788642 0.00116439 0.00103963 0.00112428 0.00114774 0.00121859 0.00111995 0.00117824 0.000943191 0.000883902 0.00124306 0.00131219 0.00121476 0.00123387 0.00124771 0.00125992 0.00121891
internal_weight=0 1732 623 532 424 331 108 1674 891 783 234 189 137 657 142 463 410 728 145 352 181 124 583 169 414 360 117 194 142
internal_count=2355 1732 623 532 424 331 108 1674 891 783 234 189 137 657 142 463 410 728 145 352 181 124 583 169 414 360 117 194 142
is_linear=0
shrinkage=0.0032998


Tree=7032
num_leaves=30
num_cat=0
split_feature=12 3 12 43 14 43 42 156 12 124 133 3 3 3 43 42 3 3 42 159 131 12 403 43 403 12 131 3 42
split_gain=12.3164 3.52635 3.06613 2.90328 0.979049 0.936971 0.766369 0.693785 0.600617 0.538016 0.429232 0.371354 0.554627 0.269601 0.25299 0.189704 0.318319 0.186214 0.178776 0.15134 0.116601 0.0858219 0.0768992 0.234012 0.0996776 0.051769 0.0485337 0.0351127 0.0264211
threshold=0.077755000000000005 0.149315 0.1072 -0.031974999999999996 0.018475000000000002 -0.095564999999999983 -0.025789999999999997 0.079145000000000007 0.093535000000000021 -0.081719999999999987 0.022390000000000004 0.10812000000000001 -0.0053599999999999993 0.37720000000000004 -0.022549999999999997 0.084030000000000007 -0.085104999999999986 -0.081024999999999986 -0.087714999999999987 -0.013035 0.091440000000000007 0.09697500000000002 -0.081354999999999997 -0.0051099999999999991 0.10087500000000001 0.098400000000000015 0.090150000000000022 0.09037000000000002 0.082755000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 8 -1 -4 11 14 -7 -8 12 -5 -3 15 18 -17 25 -2 -16 21 -19 23 -21 -24 -10 -18 -14 -20
right_child=2 13 6 7 -6 9 10 -9 17 -11 -12 -13 27 -15 19 16 26 20 28 22 -22 -23 24 -25 -26 -27 -28 -29 -30
leaf_value=0.00074428980996862112 0.0010878547296968792 0.0001642349651761909 0.00094837962305686387 0.00058641663635832094 0.0015905973424906541 0.00040944169996450804 0.00039144322278819962 0.0011634770932551556 0.0011581552510934161 2.6865537342780973e-05 0.00078226471573020684 0.00054547654986418829 0.00093333164780890474 -0.00016865350177980163 0.0013823081884725922 0.00087984382706623966 0.0011446928902568408 0.00098141161102489102 0.0013408120068665139 0.0012523621420151088 0.0010897527379055251 0.0008266332522986864 0.0012694443883496445 0.00095902694343935038 0.0011164295070251607 0.0010330850869980279 0.001028915490060144 0.0010582072273172427 0.0012303458909592193
leaf_weight=56 89 54 99 55 52 96 72 70 89 69 54 54 64 52 62 73 258 87 62 74 53 80 218 52 65 76 55 53 62
leaf_count=56 89 54 99 55 52 96 72 70 89 69 54 54 64 52 62 73 258 87 62 74 53 80 218 52 65 76 55 53 62
internal_value=0 0.000549207 0.00109035 0.000661619 0.00114404 0.000375162 0.000730606 0.000875376 0.00112806 0.000249669 0.000559218 0.000785985 0.000861288 5.98857e-07 0.00116849 0.0011228 0.00107829 0.00101559 0.00120329 0.00122653 0.000951549 0.000907477 0.00120283 0.00113158 0.00123442 0.00110076 0.00112446 0.0009902 0.00128586
internal_weight=0 623 1732 517 1507 221 225 296 1455 165 126 226 172 106 1070 599 386 385 213 471 220 167 409 126 283 165 313 117 124
internal_count=2355 623 1732 517 1507 221 225 296 1455 165 126 226 172 106 1070 599 386 385 213 471 220 167 409 126 283 165 313 117 124
is_linear=0
shrinkage=0.0032998


Tree=7033
num_leaves=12
num_cat=0
split_feature=1 133 457 14 4 16 0 0 4 4 133
split_gain=0.17516 0.125782 0.0996423 0.100664 0.0964597 0.269743 0.127321 0.122879 0.119702 0.113123 0.0949639
threshold=0.14787500000000001 -0.43714999999999993 0.092360000000000012 0.076175000000000007 0.27161500000000005 -0.42004999999999992 -0.14822499999999997 -0.10891999999999999 0.42953500000000006 0.053455000000000009 0.111585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 8 -3 9 -6 -8 -9
right_child=-2 2 -4 -5 5 -7 7 10 -10 -11 -12
leaf_value=0.010278262999845675 -0.0052928262846402433 0.011297675231915813 -0.0013957958873017998 0.010477189071792689 0.00085033480924730286 -0.0067349862317755598 -0.0057888628456432209 0.0051161328942028288 0.011476228635650855 0.0041738152919144856 0.0016193512875145024
leaf_weight=96 55 74 91 72 67 84 65 1368 55 64 264
leaf_count=96 55 74 91 72 67 84 65 1368 55 64 264
internal_value=0 0.00430301 0.00404193 0.00427696 0.00405736 0.000594302 0.00444515 0.00415617 0.00565542 -0.000832212 0.00455158
internal_weight=0 2300 2204 2113 2041 206 1835 1761 122 129 1632
internal_count=2355 2300 2204 2113 2041 206 1835 1761 122 129 1632
is_linear=0
shrinkage=0.16829


Tree=7034
num_leaves=25
num_cat=0
split_feature=12 2 2 2 2 12 150 2 2 2 51 2 34 160 12 2 131 12 51 51 2 48 12 2
split_gain=17.6644 5.57316 4.71391 5.21412 5.51859 1.63411 1.32907 0.777081 0.679976 0.497192 0.388419 0.384817 0.361459 0.234328 0.217716 0.178299 0.118012 0.122345 0.106687 0.0956255 0.0773021 0.0741365 0.0597516 0.0390861
threshold=0.077755000000000005 0.13538500000000001 0.14106500000000002 -1.0000000180025095e-35 0.099675000000000014 0.093535000000000021 1.0000000180025095e-35 0.10188000000000001 0.114805 0.083365000000000009 -0.095799999999999982 0.094510000000000025 -0.081364999999999993 -0.086829999999999977 0.10124000000000001 0.092235000000000025 0.094540000000000013 0.086795000000000011 -1.0000000180025095e-35 -0.26321499999999992 0.087325000000000014 0.082665000000000016 0.10411000000000002 0.10387
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 5 3 12 15 7 8 10 -6 14 -2 -11 -1 18 -7 21 17 -15 -12 -13 -20 -5 23 -21
right_child=1 -3 -4 4 6 9 -8 -9 -10 11 13 19 -14 16 -16 -17 -18 -19 20 22 -22 -23 -24 -25
leaf_value=0.00089719035069382269 0.0017374053968022276 0.00087223892412521071 0.00053168636251525888 0.0019473636507162061 0.0015476531324781484 0.001728716568350126 0.00080804166602263397 0.0016673401437030406 0.001129795188079717 0.002035230669155742 0.0017883704406189097 0.0016435048595578052 0.00051474194304280767 0.0020903303362329651 0.0014922555394261401 0.0017905818368408556 0.0021833407988316837 0.0019978143956266444 0.0020333392718229087 0.0017074846998082795 0.0018674287942761346 0.002123746364916477 0.001874522147213386 0.0018325170099417313
leaf_weight=54 55 58 90 72 89 100 71 78 83 85 52 52 55 315 80 56 77 381 95 83 57 53 103 61
leaf_count=54 55 58 90 72 89 100 71 78 83 85 52 52 55 315 80 56 77 381 95 83 57 53 103 61
internal_value=0 0.00187896 0.00123085 0.00134884 0.00151439 0.00191382 0.00118912 0.00198757 0.00134622 0.00176862 0.00201174 0.0018364 0.000704535 0.00202715 0.00162382 0.00195089 0.00205409 0.00203974 0.00192488 0.00177976 0.00197135 0.00202243 0.0018083 0.00176069
internal_weight=0 1732 623 533 424 1674 243 1110 172 564 1032 384 109 977 180 181 773 696 204 299 152 125 247 144
internal_count=2355 1732 623 533 424 1674 243 1110 172 564 1032 384 109 977 180 181 773 696 204 299 152 125 247 144
is_linear=0
shrinkage=0.0032998


Tree=7035
num_leaves=16
num_cat=0
split_feature=11 3 1 2 484 484 3 3 2 475 403 133 457 1 12
split_gain=0.220475 0.188309 0.158966 0.0929191 0.0934687 0.11116 0.0748621 0.097102 0.0745096 0.0744945 0.0731787 0.0692565 0.0524779 0.0243937 0.0237103
threshold=0.080705000000000013 -0.15500999999999998 0.13891000000000003 -1.0000000180025095e-35 0.0038100000000000005 0.087150000000000019 -0.081084999999999977 -0.080464999999999995 0.14106500000000002 -0.017689999999999994 -0.53134499999999985 0.087985000000000022 -0.067164999999999989 0.10296000000000001 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 9 10 -8 -9 -6 -5 14 -12 -2 -7
right_child=13 2 -4 4 5 11 7 8 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.0050792153447501509 0.0084072971704535794 -0.00055066359916404592 -0.0023361078800906441 0.012393458035772005 -0.0067159164906170805 0.0093480833852167822 -0.0026539388600621879 0.0050708259223994235 -0.0010611880829012993 0.0017998828113867107 0.0021578753900559754 -0.00043726098980353918 0.0065322239704504979 0.013238767537726001 0.0046629887803193559
leaf_weight=64 56 98 101 55 53 56 55 773 60 64 90 54 633 71 73
leaf_count=64 56 98 101 55 53 56 55 773 60 64 90 54 633 71 73
internal_value=0 0.00390471 0.00417112 0.00449042 0.00474261 0.00199843 0.00523569 0.00417401 0.00462699 -0.00204235 0.00644517 0.00459169 0.00599018 0.0111225 0.00671076
internal_weight=0 2229 2165 2064 1966 300 1666 888 833 117 778 183 723 127 129
internal_count=2356 2229 2165 2064 1966 300 1666 888 833 117 778 183 723 127 129
is_linear=0
shrinkage=0.16829


Tree=7036
num_leaves=14
num_cat=0
split_feature=40 484 1454 16 52 14 2 2 14 484 43 16 0
split_gain=0.163645 0.111275 0.242094 0.0937473 0.441962 0.142408 0.11744 0.178112 0.194823 0.0917484 0.0885185 0.0839917 0.020489
threshold=0.051255000000000002 -0.077959999999999988 0.077440000000000023 0.24579500000000001 -0.41304999999999997 -0.23083499999999998 0.14234000000000005 0.11756000000000001 0.076975000000000002 -0.086784999999999987 -0.030304999999999995 0.0048200000000000005 -0.087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 10 -3 7 8 -7 11 -5 12 -1
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0053474503605304554 -0.0055721080550225656 0.012294007210109774 -0.0066452709148128331 0.0017831848483585119 -0.0095819338754634612 0.0033698318239144 -0.002291284336989793 0.011303377925925465 0.013868617692102665 0.011635290726973051 0.0093452154021577624 0.00010514221996648419 0.010161357572996079
leaf_weight=52 54 59 66 92 81 1434 83 94 52 85 85 66 53
leaf_count=52 54 59 66 92 81 1434 83 94 52 85 85 66 53
internal_value=0 0.00378723 0.00337168 0.00370649 0.000706433 0.00415493 0.00386509 0.00418963 0.00373843 0.00710136 0.00542482 0.00483715 0.00779444
internal_weight=0 2302 2046 1980 258 1722 1663 1580 1486 256 177 171 105
internal_count=2356 2302 2046 1980 258 1722 1663 1580 1486 256 177 171 105
is_linear=0
shrinkage=0.16829


Tree=7037
num_leaves=32
num_cat=0
split_feature=1 52 4 3 4 457 1 158 16 0 43 4 1 4 4 133 133 16 52 16 52 4 52 12 43 42 16 50 16 15 15
split_gain=12.0795 1.92362 0.94778 0.996249 0.853744 0.534938 1.03891 0.512529 0.460469 0.313108 0.260018 0.290546 0.237144 0.215565 0.208593 0.16574 0.171501 0.141652 0.128093 0.123319 0.112708 0.0947569 0.179094 0.152046 0.0897505 0.0777703 0.0547585 0.0486629 0.0456086 0.0287109 0.0280859
threshold=0.10538500000000002 -0.24526499999999998 0.36766000000000004 -0.055839999999999994 0.053010000000000009 0.041935000000000007 0.088080000000000006 0.07968500000000002 -0.0096099999999999988 -0.079119999999999982 -0.038674999999999994 -0.13833499999999996 0.11890000000000002 -0.082869999999999985 -0.50086499999999989 0.088920000000000013 -0.0059799999999999992 -0.080894999999999981 -0.068499999999999991 -0.41163499999999992 0.11614000000000001 -0.010549999999999999 0.087555000000000008 0.087615000000000012 0.0066850000000000008 0.094965000000000008 -0.089984999999999996 0.11235500000000001 -0.067914999999999989 0.084785000000000013 0.087450000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 9 -7 15 -5 13 11 -11 -4 17 -12 16 -6 26 -13 -14 21 22 -15 -23 -16 -20 -1 -22 -26 -28 -19
right_child=1 2 12 8 7 6 -8 -9 -10 10 14 18 19 20 24 -17 -18 30 25 -21 27 23 -24 -25 28 -27 29 -29 -30 -31 -32
leaf_value=0.0013686569314921597 0.0011444445241811448 0.0010293206791871278 0.00051672160036052414 0.00067412674229521189 0.00095022170033672146 0.001224189292353724 0.00063279821304660483 0.001244904962530346 0.00031190119768293877 0.00085639409615323328 0.0014029648228042787 0.0010156747654090205 0.00020480363977233863 0.0011659531553762307 0.0012623353500421425 0.0010445678358280259 0.00069365648388183549 0.0014950319201155458 0.0012668075257236311 0.00040479926555372269 0.0011913157846075097 0.0013552723984098783 0.0013526989195739309 0.0011544770975210356 0.0010472534122527189 0.0011074845675453091 0.0012884997669327884 0.0010510776046099748 0.001189655027658605 0.0011730964848645927 0.0013699521957644784
leaf_weight=53 61 61 72 99 58 87 52 62 63 52 60 71 87 263 83 55 59 52 77 56 71 156 75 60 61 70 61 55 53 59 52
leaf_count=53 61 61 72 99 58 87 52 62 63 52 60 71 87 263 83 55 59 52 77 56 71 156 75 60 61 70 61 55 53 59 52
internal_value=0 0.00059497 0.000518365 0.000669271 0.00117342 0.00120039 0.0010032 0.000986238 0.000533479 0.00121883 0.00115341 0.00108081 0.000361679 0.00125482 0.00122954 0.000892792 0.000821144 0.00133383 0.00113418 0.00028337 0.00122259 0.00124349 0.0012075 0.00129966 0.00117654 0.00119118 0.00127411 0.00113038 0.00111377 0.00123205 0.00143283
internal_weight=0 499 438 223 1857 1623 139 234 162 1484 527 270 215 957 257 172 117 277 218 143 680 554 338 216 197 147 173 126 114 120 104
internal_count=2356 499 438 223 1857 1623 139 234 162 1484 527 270 215 957 257 172 117 277 218 143 680 554 338 216 197 147 173 126 114 120 104
is_linear=0
shrinkage=0.0032998


Tree=7038
num_leaves=26
num_cat=0
split_feature=4 484 42 457 151 13 51 52 51 12 52 15 15 43 401 4 43 1212 52 13 130 13 151 133 15
split_gain=0.179905 0.1374 0.129962 0.167489 0.130554 0.104985 0.0971969 0.21447 0.206594 0.0964888 0.0960482 0.239633 0.154906 0.108455 0.0933375 0.0728496 0.0671879 0.0591479 0.0762138 0.0578544 0.0772772 0.0614027 0.0442451 0.042341 0.0273152
threshold=0.024315000000000003 -0.083534999999999984 -0.071044999999999983 0.079590000000000008 -0.086379999999999985 1.0000000180025095e-35 0.07955000000000001 -0.0018699999999999999 0.11349000000000002 0.1087 0.12398000000000002 -0.45015499999999992 -0.05332499999999999 -0.010739999999999998 0.049060000000000006 -0.077219999999999983 -0.08076499999999999 -0.064959999999999976 -0.11333999999999998 0.014185000000000001 0.087820000000000023 -0.0055049999999999986 -0.0017399999999999998 0.08709500000000002 -0.14820999999999998
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=1 15 14 6 -5 10 9 -8 -9 17 11 -2 13 23 19 -1 -7 -4 -19 20 21 -3 -17 -13 -15
right_child=5 2 3 4 -6 16 7 8 -10 -11 -12 12 -14 24 -16 22 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.014534816499460677 -0.0079317793478480055 0.013670235401281487 0.0087541495646028811 -0.0088655823272068644 0.0026266622451049239 0.0010574096875086291 0.0074463765134642279 -0.010306174359436955 0.0029546685086221905 0.011015281640144755 0.0081063792009443657 0.004472988765718452 -0.0025629231309497293 0.011732527711606362 0.0011084523078819732 0.010067083114291235 -0.007149729236062859 0.0069934780929652588 0.0029996051545499633 0.013132210640719646 0.0019885817574473892 0.0063345223000494276 0.0032748483434002829 -0.0019322346637579021 0.0066665042219000289
leaf_weight=52 66 56 77 53 59 52 84 64 69 65 70 66 97 52 58 58 61 173 640 62 58 80 53 52 79
leaf_count=52 66 56 77 53 59 52 84 64 69 65 70 66 97 52 58 58 61 173 640 62 58 80 53 52 79
internal_value=0 0.00464253 0.00416573 0.00341257 -0.00279559 0.00125325 0.00400737 0.000782362 -0.00341298 0.0047383 0.00233783 0.00135337 0.00312972 0.00535455 0.00723983 0.0093059 -0.00335709 0.00427784 0.00385168 0.00862195 0.00717127 0.00936832 0.00684013 0.00163512 0.00869116
internal_weight=0 1761 1598 1284 112 595 1172 217 133 955 482 412 346 249 314 163 113 890 813 256 194 136 111 118 131
internal_count=2356 1761 1598 1284 112 595 1172 217 133 955 482 412 346 249 314 163 113 890 813 256 194 136 111 118 131
is_linear=0
shrinkage=0.16829


Tree=7039
num_leaves=24
num_cat=0
split_feature=1 1 457 4 0 0 11 0 13 4 1 0 0 11 160 13 160 4 4 52 43 484 4
split_gain=10.4216 1.95979 1.44383 1.33178 0.619603 0.471039 0.427567 0.526691 0.401492 0.40413 0.301309 0.297159 0.27503 0.235736 0.210002 0.249095 0.165257 0.119582 0.14189 0.0960446 0.0784468 0.0767981 0.06487
threshold=0.10141500000000002 0.12450500000000002 0.041935000000000007 0.005935000000000001 0.040035000000000008 -0.12608499999999997 1.0000000180025095e-35 -0.11208499999999998 -0.33260499999999998 0.42405000000000009 0.086050000000000015 -0.079119999999999982 -0.11208499999999998 0.084680000000000019 -0.081539999999999987 -0.089024999999999979 -1.0000000180025095e-35 0.053010000000000009 0.066275000000000014 -0.068499999999999991 -0.042209999999999991 0.085845000000000019 -0.5031049999999998
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 5 4 6 -2 7 -1 -3 -10 12 14 -5 16 21 -16 -7 -14 -19 -13 -21 -9 -6
right_child=1 8 -4 10 22 13 -8 11 9 -11 -12 19 17 -15 15 -17 -18 18 -20 20 -22 -23 -24
leaf_value=0.00078262096524570925 0.00057504497288996025 6.657058904750738e-05 0.00026311518877573714 0.0010935109556516295 0.0009387439227459502 0.00094948451051438706 0.0014091951379702873 0.0010224353178072477 0.00054933950215540345 0.00021443016548168103 0.00064793331234327576 0.00095035339564459773 0.00097956743993057112 0.0010658944022641761 0.0010330382696374844 0.0012125046074472081 0.0007276931586458938 0.00066433035820059861 0.00088601789674491802 0.0011435043554518286 0.0010224244820103633 0.0011533270641843208 0.00076937926036933129
leaf_weight=53 77 59 68 68 55 61 54 155 81 77 59 101 54 55 103 552 99 57 76 111 148 81 52
leaf_count=53 77 59 68 68 55 61 54 155 81 77 59 101 54 55 103 552 99 57 76 111 148 81 52
internal_value=0 0.00054755 0.000696932 0.00105805 0.00109993 0.000797837 0.00111907 0.00110703 0.000299566 0.000386347 0.000862511 0.00112074 0.000912021 0.000877464 0.00115343 0.00118434 0.000812471 0.000845836 0.000791274 0.00103973 0.00107445 0.00106751 0.000856765
internal_weight=0 577 360 1779 1465 292 1358 1304 217 158 314 1251 255 215 891 655 160 187 133 360 259 236 107
internal_count=2356 577 360 1779 1465 292 1358 1304 217 158 314 1251 255 215 891 655 160 187 133 360 259 236 107
is_linear=0
shrinkage=0.0032998


Tree=7040
num_leaves=26
num_cat=0
split_feature=1 1 1 3 3 2 3 3 13 11 2 3 4 13 159 13 0 1212 4 16 13 50 50 0 0
split_gain=17.4285 3.18887 1.87636 1.7385 1.04594 0.968691 0.948681 0.563357 0.466284 0.417302 0.384143 0.332355 0.267751 0.264249 0.217076 0.203434 0.19562 0.166197 0.158186 0.155667 0.141337 0.0852209 0.0681199 0.0356201 0.0213022
threshold=0.10892500000000001 0.13662500000000002 0.089475000000000013 -0.031844999999999991 -0.022604999999999997 0.10836000000000003 -0.10032499999999998 0.25468500000000005 -0.004004999999999999 1.0000000180025095e-35 0.087610000000000007 -0.080634999999999984 0.26450500000000005 -0.093039999999999984 0.037030000000000007 -0.014449999999999999 -0.098524999999999988 0.089785000000000018 0.049545000000000006 -0.073774999999999993 -0.08131999999999999 0.10022000000000002 0.085685000000000011 -0.073574999999999988 -0.087144999999999986
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=2 3 5 6 11 9 -2 -3 -6 10 16 19 -5 -12 20 18 -1 21 -7 -4 -15 -18 -13 -21 -16
right_child=1 7 4 12 8 15 -8 -9 -10 -11 13 22 -14 14 24 -17 17 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.0017687287725985967 0.00084633736679495819 0.00044881122000493969 0.0011222470643034235 0.00079313767322440728 0.00080354492474508433 0.0014848960958841635 0.0014178662037704045 1.081551189894452e-05 0.0011816051189333409 0.0017621138095249935 0.0012317239515791121 0.0014067310789186683 0.0005130028422989072 0.0015447470967881027 0.0016720225431291437 0.0011290321088844185 0.0015917815556538749 0.0013934188449435218 0.0012264890122513955 0.0014063067609757457 0.0014096128038756949 0.0014432787057919129 0.0015633700766852067 0.0012714123480769095 0.0015567102327644956
leaf_weight=53 56 79 59 74 62 56 74 54 86 79 55 70 77 121 52 72 424 66 53 53 349 53 68 53 52
leaf_count=53 56 79 59 74 62 56 74 54 86 79 55 70 77 121 52 72 424 66 53 53 349 53 68 53 52
internal_value=0 0.000692577 0.00143869 0.000891872 0.0012518 0.00149542 0.00117194 0.000271243 0.00102347 0.00152696 0.00151176 0.00136321 0.000650521 0.00145413 0.00147538 0.00126806 0.00157252 0.00155331 0.00135957 0.00126183 0.00144448 0.00157536 0.00148417 0.00133919 0.00161471
internal_weight=0 414 1936 281 451 1485 130 133 148 1304 1225 303 151 629 574 181 596 543 109 165 470 477 138 106 104
internal_count=2350 414 1936 281 451 1485 130 133 148 1304 1225 303 151 629 574 181 596 543 109 165 470 477 138 106 104
is_linear=0
shrinkage=0.0032998


Tree=7041
num_leaves=20
num_cat=0
split_feature=2 2 475 13 9 1452 4 4 12 13 1446 401 124 12 4 47 0 4 49
split_gain=0.243215 0.198358 0.248624 0.162083 0.12419 0.105566 0.100785 0.125317 0.122471 0.0921873 0.103916 0.0986336 0.080736 0.0664135 0.115573 0.0966443 0.0656812 0.0586058 0.0463354
threshold=-0.14400499999999997 0.10272000000000002 -0.087794999999999998 0.11671500000000001 -1.0000000180025095e-35 0.087755000000000014 -0.0027699999999999995 0.10896500000000002 0.089255000000000015 -0.085784999999999986 0.037915000000000011 0.076785000000000006 -0.078224999999999989 0.097060000000000021 0.060575000000000011 0.077555000000000013 -0.010949999999999998 -0.051459999999999992 0.0060900000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 12 -4 6 9 8 -8 11 -11 -6 -3 15 17 16 18 -15 -14
right_child=1 3 4 -5 5 -7 7 -9 -10 10 -12 -13 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0056921465449926295 -0.0041503402006300384 -0.0019441820085841128 -0.0005083590904425662 -0.0055932452793413029 0.0012655780036848502 0.014601340811799868 0.01385740218325612 0.0038369400036140397 0.006647692868530326 0.0064299511695497438 0.012366917535364921 0.0090877670571795147 0.0043616972640269586 0.0014312526695052393 -0.0044497434067895161 -0.00037723759994477555 0.012437769634157993 0.0090269195084485901 0.0098502215772595051
leaf_weight=54 58 58 59 55 176 55 180 87 108 809 94 62 149 63 54 54 58 54 63
leaf_count=54 58 58 59 55 176 55 180 87 108 809 94 62 149 63 54 54 58 54 63
internal_value=0 0.00571784 0.00665755 0.00310596 0.00704323 0.00732798 0.00706292 0.00946584 0.01116 0.0062716 0.00704996 0.00331084 0.00397441 0.00467153 0.00197273 0.00609035 0.00739052 0.0049523 0.0060012
internal_weight=0 2296 1688 608 1630 1571 1516 375 288 1141 903 238 553 495 171 324 270 117 212
internal_count=2350 2296 1688 608 1630 1571 1516 375 288 1141 903 238 553 495 171 324 270 117 212
is_linear=0
shrinkage=0.16829


Tree=7042
num_leaves=20
num_cat=0
split_feature=3 159 43 42 0 15 0 52 39 0 42 49 159 3 3 159 49 1453 3
split_gain=0.172383 0.142297 0.244559 0.135249 0.12329 0.157448 0.114879 0.167847 0.140268 0.0915227 0.29724 0.126787 0.089693 0.0788537 0.0773132 0.0698051 0.0691261 0.104346 0.054907
threshold=-0.050489999999999993 0.082200000000000009 -0.08231999999999999 0.11159000000000001 -0.073284999999999975 -0.0036549999999999998 -0.13010499999999997 -0.0065299999999999993 0.081875000000000017 -0.097074999999999981 0.08486500000000001 -0.016709999999999999 0.085545000000000024 -0.154195 -0.0072299999999999994 0.10369500000000002 0.10470500000000001 -1.0000000180025095e-35 -0.10122999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 5 6 7 -2 -8 10 -1 -11 14 -13 -6 -4 17 -15 -19
right_child=3 2 15 -5 12 -7 8 -9 -10 11 -12 13 -14 16 -16 -17 -18 18 -20
leaf_value=-0.0063160028437248342 0.0057263212923234453 0.0025562148822422569 0.018869207798922906 -0.0058185949802970413 -0.0073802858055745796 0.01240201180472787 0.012795899236224364 -0.0042524781868460634 0.0010825384785521507 0.011072689115587316 0.0077789518367710657 -0.00040324532691555961 0.0054752296348079925 0.012867925299610592 0.00049932100114015649 0.010788517617816218 0.00089495234456135901 0.010103372303912441 0.0048636970220432511
leaf_weight=80 93 87 53 55 58 63 62 98 55 100 90 76 53 53 89 75 99 61 950
leaf_count=80 93 87 53 55 58 63 62 98 55 100 90 76 53 53 89 75 99 61 950
internal_value=0 0.00540675 0.009466 0.00214083 0.00291064 0.00472671 0.00315093 0.000596903 0.00730497 0.00482721 0.00113546 0.00529457 -0.000449183 0.00482677 -0.00259742 0.0141485 0.00517008 0.00556618 0.00518162
internal_weight=0 1724 215 626 571 371 308 191 117 1509 170 1339 200 1239 147 128 1163 1064 1011
internal_count=2350 1724 215 626 571 371 308 191 117 1509 170 1339 200 1239 147 128 1163 1064 1011
is_linear=0
shrinkage=0.16829


Tree=7043
num_leaves=24
num_cat=0
split_feature=1 14 2 3 1212 42 151 16 16 3 3 16 1 0 157 42 16 43 3 16 3 42 0
split_gain=0.22533 0.18158 0.149164 0.189768 0.148246 0.123499 0.175192 0.215335 0.139009 0.129168 0.145428 0.115237 0.0964068 0.174995 0.181407 0.0949781 0.0930478 0.0692301 0.0829933 0.079539 0.0659936 0.0347222 0.0258775
threshold=0.08844500000000001 -0.10708499999999999 0.083970000000000017 -0.092474999999999988 0.083355000000000026 -0.025789999999999997 -0.083969999999999975 -0.070454999999999976 -0.014149999999999998 -0.080634999999999984 -0.031844999999999991 -0.49181999999999998 0.078340000000000007 -0.026509999999999995 -0.086284999999999987 0.085790000000000019 -0.081109999999999974 -0.064074999999999979 -0.080669999999999978 -0.073494999999999991 -0.069254999999999997 -0.087424999999999989 -0.050864999999999994
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 -2 3 -1 12 21 -7 9 -9 -8 -11 -12 13 14 -4 -5 -6 18 -16 -19 22 -3 -10
right_child=1 5 4 15 16 6 7 8 20 10 11 -13 -14 -15 17 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.01807935492522823 0.0091652305602313439 0.0032802548152203164 -0.0025742891139133969 0.0031985414925706302 0.003767476644410986 -0.006409710382387101 -0.0081554895957160513 0.010799800016784456 0.0026285526416252973 0.0063014197927019049 0.0026066069650852123 -0.0063414026212198667 0.010660407406644463 -0.003858408708214283 0.0058655286070884776 0.011826829961080008 -0.0042994689193575145 0.006090602408239683 0.010916060144851778 0.001117572341729768 -0.0012838249859768059 0.0091813665770893831 0.0073019015967128748
leaf_weight=52 84 62 77 101 79 100 72 73 82 72 68 101 82 64 306 57 83 259 134 142 87 54 59
leaf_count=52 84 62 77 101 79 100 72 73 82 72 68 101 82 64 306 57 83 259 134 142 87 54 59
internal_value=0 0.00170655 0.00509041 0.00924239 0.00437776 0.000949533 0.000119537 0.00118586 0.00440147 -0.00190073 -2.46348e-05 -0.00273039 0.00509996 0.00463381 0.00522782 0.00632265 -0.000354498 0.0059443 0.00740773 0.00433406 0.002345 0.00604281 0.00459681
internal_weight=0 914 1436 210 1226 830 714 614 301 313 241 169 1064 982 918 158 162 841 440 401 228 116 141
internal_count=2350 914 1436 210 1226 830 714 614 301 313 241 169 1064 982 918 158 162 841 440 401 228 116 141
is_linear=0
shrinkage=0.16829


Tree=7044
num_leaves=15
num_cat=0
split_feature=475 4 4 483 484 457 151 51 4 15 15 51 0 15
split_gain=0.118825 0.130303 0.138241 0.119571 0.126688 0.123585 0.237571 0.0961888 0.0993925 0.333845 0.133657 0.0825303 0.0430436 0.0227007
threshold=-0.087429999999999994 0.26900000000000007 0.51544000000000012 0.088070000000000009 -0.062219999999999991 0.035070000000000011 0.08357500000000001 0.13995500000000002 -0.026269999999999998 -0.0090649999999999984 0.083185000000000023 -0.033449999999999987 -0.10075499999999998 -0.089734999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 5 -5 6 7 8 10 -10 -2 -7 -3 -13
right_child=1 2 -4 4 -6 11 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.0028449249560957542 -0.00075265996262375342 0.00011920429094125246 0.0062119898049259239 0.0037963567013128709 0.013325122554515685 -0.0061308753332034787 0.015118580610865561 -0.0035534270371301987 0.003632108054100238 0.014013193955525867 0.0038610426057717408 -0.00080766209191858007 -0.0047892512023468238 0.0038953701377881017
leaf_weight=90 236 100 73 85 75 56 52 52 493 107 714 53 101 63
leaf_count=90 236 100 73 85 75 56 52 52 493 107 714 53 101 63
internal_value=0 0.00338009 -5.37427e-05 0.00385475 0.00827419 0.00346652 0.00391317 0.00354833 0.00378774 0.0054864 0.00271301 -0.000818179 -0.0023383 0.00173108
internal_weight=0 2260 274 1986 160 1826 1654 1602 1550 600 950 172 201 116
internal_count=2350 2260 274 1986 160 1826 1654 1602 1550 600 950 172 201 116
is_linear=0
shrinkage=0.16829


Tree=7045
num_leaves=15
num_cat=0
split_feature=3 4 9 11 4 2 39 3 42 42 151 43 4 4
split_gain=0.129502 0.109881 0.113907 0.0969527 0.0938383 0.110535 0.140727 0.108632 0.146894 0.124035 0.0872687 0.0792322 0.0930619 0.082818
threshold=0.31840500000000005 -0.41016499999999995 -0.013509999999999999 0.079300000000000009 -0.13833499999999996 0.090225000000000014 1.0000000180025095e-35 -0.08397499999999998 0.088305000000000008 0.089235000000000023 0.009020000000000002 0.0032700000000000003 -0.057539999999999994 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 7 8 -6 -9 11 12 -7 -13
right_child=-2 2 4 -5 5 10 -8 9 -10 -11 -12 13 -14 -15
leaf_value=0.011181636598775501 -0.0042240698299934286 0.010550271074005137 -0.0026589104258580797 0.0025898330221630615 0.0027558465090217381 0.0081559340415012106 0.012316872963212655 0.0071385881523261937 -0.0066494262062510188 0.0021781772527597692 -0.0043538385294271545 -0.0044958775920420748 0.0020640602473274024 0.0026247875803605959
leaf_weight=89 68 54 88 65 484 83 55 357 52 240 67 96 506 89
leaf_count=89 68 54 88 65 484 83 55 357 52 240 67 96 506 89
internal_value=0 0.00321574 0.00290626 0.00756689 0.00271043 0.00294419 0.00399017 0.00358437 0.00184004 0.00514746 0.00146451 0.00197049 0.00292556 -0.00106055
internal_weight=0 2325 2171 154 2117 2029 1188 1133 536 597 841 774 589 185
internal_count=2393 2325 2171 154 2117 2029 1188 1133 536 597 841 774 589 185
is_linear=0
shrinkage=0.16829


Tree=7046
num_leaves=17
num_cat=0
split_feature=155 1211 376 13 12 15 1429 474 474 13 123 15 12 2 156 157
split_gain=0.126443 0.105872 0.0952513 0.102769 0.0869169 0.084045 0.161192 0.140406 0.121004 0.0980809 0.0980827 0.0934113 0.142365 0.119299 0.0601527 0.0413723
threshold=0.083440000000000014 0.077345000000000011 0.084360000000000018 0.25694000000000006 0.087905000000000025 -0.015464999999999998 0.08103500000000001 0.083875000000000019 0.088510000000000019 0.019675000000000002 0.089155000000000012 1.0000000180025095e-35 0.084115000000000009 0.092365000000000017 0.092820000000000014 0.10361500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 9 11 -9 10 -1 13 -13 -7 -2 -16
right_child=14 4 -4 -5 -6 7 -8 8 -10 -11 -12 12 -14 -15 15 -17
leaf_value=0.0024055985877628654 0.01181634675150473 0.012032738102940085 0.0072309550705676219 -0.0050000194248470409 0.0033828883237910848 0.010052751478037313 0.0098122742289557217 -0.0097769301296338346 0.00063027604213488427 -0.0026377638415809273 0.009930460813018854 -0.0049647963771557672 0.0017439341065637755 -0.00034602274123563052 0.0081081432901793146 0.00141020442309739
leaf_weight=695 52 53 90 64 89 75 89 62 64 101 53 104 643 53 53 53
leaf_count=695 52 53 90 64 89 75 89 62 64 101 53 104 643 53 53 53
internal_value=0 0.0021722 0.00186931 0.0016275 0.00662401 0.00184718 0.00299241 0.000772227 -0.00447647 0.00227537 0.00294118 0.00153009 0.000807516 0.00573297 0.00710453 0.00477612
internal_weight=0 2235 2093 2003 142 1939 938 1001 126 849 748 875 747 128 158 106
internal_count=2393 2235 2093 2003 142 1939 938 1001 126 849 748 875 747 128 158 106
is_linear=0
shrinkage=0.16829


Tree=7047
num_leaves=11
num_cat=0
split_feature=4 0 1 147 2 4 403 2 11 52
split_gain=0.0885258 0.133658 0.141186 0.118619 0.108504 0.111027 0.0708976 0.0951588 0.0675039 0.101546
threshold=-0.26545999999999997 0.024745000000000003 0.14551500000000003 0.090425000000000019 -0.013254999999999998 -0.13833499999999996 -0.53317999999999988 0.090225000000000014 0.079300000000000009 -0.015319999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 -6 -7 -8 9 -1
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11
leaf_value=0.0031384789603085073 0.0084208822441323803 -0.0060494836983655594 0.010342592564364051 -0.0053532782523904926 -0.0059026440062342972 -0.0029544373818613562 0.0032101468475143969 0.00073622705656873179 0.0011374145821130247 0.012781422720792381
leaf_weight=64 72 60 56 64 52 79 1066 754 65 61
leaf_count=64 72 60 56 64 52 79 1066 754 65 61
internal_value=0 0.00177708 0.00199705 0.00177225 0.00199857 0.00176063 0.00197142 0.00218622 0.00556871 0.00785861
internal_weight=0 2203 2143 2087 2023 1951 1899 1820 190 125
internal_count=2393 2203 2143 2087 2023 1951 1899 1820 190 125
is_linear=0
shrinkage=0.16829


Tree=7048
num_leaves=12
num_cat=0
split_feature=3 1447 3 3 151 42 16 16 42 156 1209
split_gain=0.102219 0.0944018 0.104058 0.089318 0.084961 0.1253 0.0760568 0.0879588 0.0720995 0.0723263 0.0580056
threshold=0.31840500000000005 -0.085804999999999979 -0.14443999999999999 -0.11197999999999998 0.009020000000000002 0.080060000000000006 -0.046599999999999996 0.4044600000000001 0.12160000000000001 0.10788500000000002 0.091400000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 8 -6 -3 -8 9 10 -5
right_child=-2 2 3 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0032140179554842282 -0.0046945238494845208 0.0017853073670401481 -0.0037653512050780154 0.0020645037804669958 -0.0085302398542580742 0.003028422716033226 0.012742067893143812 0.0036795308727933414 -0.0027279930232249083 0.0078823724552569731 0.0069911812796104467
leaf_weight=97 68 83 79 1620 52 54 64 59 78 68 71
leaf_count=97 68 83 79 1620 52 54 64 59 78 68 71
internal_value=0 0.00191793 0.00214216 0.00177378 0.00199992 -0.00262492 0.00574931 0.0084096 0.00226777 0.00249032 0.00227242
internal_weight=0 2325 2228 2022 1943 106 206 123 1837 1759 1691
internal_count=2393 2325 2228 2022 1943 106 206 123 1837 1759 1691
is_linear=0
shrinkage=0.16829


Tree=7049
num_leaves=20
num_cat=0
split_feature=1 1 39 4 4 15 14 1 151 15 4 49 4 4 1446 1 15 51 15
split_gain=8.72838 1.70483 0.852069 0.602642 0.45971 0.400699 0.367439 0.261959 0.22693 0.252866 0.208451 0.193087 0.168197 0.206969 0.164497 0.131157 0.10602 0.0601791 0.0438555
threshold=0.10538500000000002 0.12394500000000001 0.081875000000000017 -0.010419999999999997 0.30163500000000004 -0.42759999999999992 0.054835000000000009 0.092655000000000015 -0.033849999999999991 -0.21242999999999998 0.005935000000000001 -0.0038699999999999997 -0.50547999999999982 -0.13833499999999996 0.088500000000000009 0.090195000000000011 -0.10981499999999998 -0.025359999999999997 -0.088954999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 -3 -6 10 -4 -5 -10 12 -12 -1 -14 15 -15 -13 -18 -19
right_child=1 4 7 8 5 -7 -8 -9 9 -11 11 16 13 14 -16 -17 17 18 -20
leaf_value=0.0013555453884516689 0.0010649191717578476 0.00064261356587837573 0.0010430499920685717 0.00056180772443086956 0.00050549114762614119 0.00013984020387609004 0.001420181886800282 0.00071143243324884285 0.00063386080755275652 0.00093250560054980675 0.00091643745006448555 0.001249015889526623 0.0010217888490937537 0.0011987556718308407 0.0013598365418367609 0.0010982246582323062 0.00099737342323557459 0.0010659715062379021 0.0012083869652247284
leaf_weight=67 94 91 53 56 71 61 70 53 52 80 57 67 85 1029 64 175 58 56 54
leaf_count=67 94 91 53 56 71 61 70 53 52 80 57 67 85 1029 64 175 58 56 54
internal_value=0 0.000677691 0.00116629 0.000848335 0.000461742 0.000336783 0.00118344 0.000877574 0.000739856 0.000815125 0.00117374 0.00109198 0.00119053 0.00118233 0.00119307 0.00118417 0.0011344 0.00108848 0.0011362
internal_weight=0 505 1888 282 223 132 1782 106 188 132 1712 292 1420 1353 1268 1204 235 168 110
internal_count=2393 505 1888 282 223 132 1782 106 188 132 1712 292 1420 1353 1268 1204 235 168 110
is_linear=0
shrinkage=0.0032998


Tree=7050
num_leaves=22
num_cat=0
split_feature=1 52 52 3 1 16 16 4 11 3 3 1 3 3 1456 124 12 4 1 403 16
split_gain=17.2617 3.9275 2.50934 1.71105 1.55636 0.730363 0.623637 0.57307 0.617158 0.51238 0.345607 0.340425 0.549028 0.31847 0.279408 0.272672 0.345855 0.216432 0.182821 0.115439 0.081543
threshold=0.10141500000000002 -0.41304999999999997 0.26430000000000003 -0.065974999999999992 0.13130500000000003 0.024125000000000004 -0.019749999999999993 0.06707500000000001 1.0000000180025095e-35 0.091170000000000015 -0.11756999999999999 0.15067500000000003 0.077930000000000013 0.11372500000000001 -0.088304999999999981 -0.076779999999999987 0.09567500000000001 0.0063250000000000008 0.11332500000000002 -0.072134999999999991 -0.055679999999999993
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 4 7 5 6 13 8 10 15 -1 12 -6 18 -12 -5 20 19 -3 -16 -17
right_child=1 2 -4 9 11 -7 -8 -9 -10 -11 14 -13 -14 -15 17 16 -18 -19 -20 -21 -22
leaf_value=0.0013872415512371753 0.0016192271609876002 0.0011403369407164104 0.0015209002524453879 0.0012638757986975194 0.00039002459590047761 0.0012575434969094165 0.00053537152950069078 0.0013850838680112608 0.0019399927870054001 0.0011675327894238698 0.0018575396610474076 0.00028805293026193201 0.00084004664259005376 0.00071172618127535072 0.0017094978431284307 0.0015470666493998997 0.0013454474898024085 0.0014701271864894952 0.00087768221063701691 0.0016329051542120531 0.0017400307482857437
leaf_weight=55 82 67 53 58 61 54 59 86 85 89 75 52 58 52 348 52 70 75 54 716 56
leaf_count=55 82 67 53 58 61 54 59 86 85 89 75 52 58 52 348 52 70 75 54 716 56
internal_value=0 0.000948473 0.000840557 0.00159979 0.000761578 0.000910638 0.00082974 0.00164873 0.00166545 0.00138285 0.00164703 0.000512067 0.000609659 0.000929929 0.00165877 0.0014639 0.00152888 0.00164565 0.00102341 0.00165799 0.00164745
internal_weight=0 592 510 1765 457 286 232 1440 1354 325 1269 171 119 173 1214 236 178 1139 121 1064 108
internal_count=2357 592 510 1765 457 286 232 1440 1354 325 1269 171 119 173 1214 236 178 1139 121 1064 108
is_linear=0
shrinkage=0.0032998


Tree=7051
num_leaves=15
num_cat=0
split_feature=160 1455 48 51 51 39 12 1 50 51 484 1 1 12
split_gain=0.108892 0.149601 0.120143 0.128252 0.108454 0.0772333 0.114282 0.0779909 0.118479 0.0766601 0.0680403 0.136013 0.0484053 0.0478603
threshold=-0.089549999999999991 0.068185000000000009 0.13252500000000003 0.12200500000000002 -0.41601499999999997 0.10508500000000001 -0.095574999999999979 0.080270000000000022 0.089465000000000017 0.088940000000000005 0.096935000000000007 0.10220000000000001 0.079415000000000013 0.088885000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 6 -6 9 -9 -8 11 12 13 -1
right_child=2 -3 -4 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=0.009090308361743963 0.0095600166874601229 0.013594786429715046 -0.0049262574249276155 0.010676546084627319 -0.0047296067826351935 0.0085971665874858289 0.0041795172977444764 0.00035305076368831944 0.0056045988508200252 -0.0022737908468746021 -0.00022448433087280995 0.013135844309466443 3.0003841471514166e-05 0.0025260931953264881
leaf_weight=61 69 64 52 64 59 62 892 570 155 55 64 57 66 67
leaf_count=61 69 64 52 64 59 62 892 570 155 55 64 57 66 67
internal_value=0 0.00616245 0.00304215 0.00325822 0.00300227 0.00274891 0.0025384 0.00279594 0.00147827 0.00380282 0.00464669 0.0058959 0.00375944 0.00566839
internal_weight=0 379 1978 1926 1862 1793 1731 1672 725 947 315 251 194 128
internal_count=2357 379 1978 1926 1862 1793 1731 1672 725 947 315 251 194 128
is_linear=0
shrinkage=0.16829


Tree=7052
num_leaves=16
num_cat=0
split_feature=39 13 48 14 42 132 52 48 49 1456 0 13 0 42 13
split_gain=4.78877 3.383 1.03428 0.919429 0.775212 0.512871 0.545273 0.435312 0.370356 0.367893 0.474907 0.353316 0.318265 0.276004 0.131578
threshold=0.081875000000000017 -0.16392499999999996 0.12230500000000001 0.076175000000000007 -0.0043149999999999994 0.082230000000000011 -0.067394999999999983 0.094075000000000006 0.12001000000000002 -0.077604999999999993 -0.22984499999999997 -0.47860499999999995 -0.085669999999999982 0.091635000000000008 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 5 -2 8 -7 13 9 12 -11 -1 -3 -6 -8
right_child=4 2 -4 -5 7 6 14 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.00079296343175709605 0.0010174538638789274 0.0015177422918462935 0.00069458103971380331 0.0015672150984674745 0.0007715224493404731 0.00069681780587919581 0.00098472246579068439 0.00030316525685596704 0.00093581149235895736 0.00085676880749009784 0.0011745887427228614 0.00043499928219439804 0.0011981358877501055 0.00050333726533364164 0.0012130769882190118
leaf_weight=53 52 63 53 60 93 53 56 52 73 54 1408 71 78 78 60
leaf_count=53 52 63 53 60 93 53 56 52 73 54 1408 71 78 78 60
internal_value=0 0.00111742 0.00115092 0.00116359 0.000653781 0.00115045 0.000975922 0.00056882 0.00116803 0.00117858 0.00116287 0.000588284 0.00134119 0.000649398 0.00110314
internal_weight=0 2082 1958 1905 275 1845 169 223 1676 1603 1462 124 141 171 116
internal_count=2357 2082 1958 1905 275 1845 169 223 1676 1603 1462 124 141 171 116
is_linear=0
shrinkage=0.0032998


Tree=7053
num_leaves=11
num_cat=0
split_feature=11 4 13 1 401 160 52 160 160 13
split_gain=0.191062 0.217408 0.100179 0.267192 0.0934434 0.066276 0.148754 0.0893531 0.100329 0.0358092
threshold=0.095720000000000013 -0.51381999999999983 -0.48634999999999995 0.14668500000000004 -0.078179999999999986 -0.089549999999999991 -0.0063349999999999995 -0.081539999999999987 -0.063044999999999976 -0.08533499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -7 -9 -8
right_child=-2 2 3 -5 5 7 9 8 -10 -11
leaf_value=0.014671229152297077 -0.0062012655947779449 0.010612421934510806 0.010366918228722655 -0.0083400325605827077 0.013215217810400918 -0.0016277578197767531 0.0069331364248328723 0.0085342182948198713 0.0031920231925092303 0.0028092371598360966
leaf_weight=53 53 59 61 52 63 100 89 107 1531 189
leaf_count=53 53 59 61 52 63 100 89 107 1531 189
internal_value=0 0.00400578 0.00375386 0.00356844 0.00385864 0.00366682 0.00581861 0.0032436 0.00354209 0.00413594
internal_weight=0 2304 2251 2192 2140 2079 341 1738 1638 278
internal_count=2357 2304 2251 2192 2140 2079 341 1738 1638 278
is_linear=0
shrinkage=0.16829


Tree=7054
num_leaves=25
num_cat=0
split_feature=1 52 52 1 12 12 0 12 1 12 160 1 1 39 1 1 52 4 1 50 4 160 12 0
split_gain=10.83 2.67136 1.53628 0.959381 0.918032 0.937705 0.738959 0.562948 0.492277 0.383931 0.319963 0.292733 0.256611 0.197103 0.176122 0.26139 0.173345 0.169924 0.152999 0.122988 0.110227 0.0965723 0.0962931 0.0262244
threshold=0.10141500000000002 -0.41304999999999997 0.26430000000000003 0.13662500000000002 0.11769500000000001 0.077755000000000005 -0.14216999999999999 0.090535000000000018 0.093575000000000019 0.091475000000000015 -1.0000000180025095e-35 0.10713500000000002 0.089275000000000007 0.088780000000000012 1.0000000180025095e-35 0.086920000000000011 0.085625000000000021 -0.0097949999999999982 0.11414000000000001 0.089465000000000017 -0.082869999999999985 0.10323500000000001 0.09283000000000001 -0.074204999999999979
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=4 -2 3 7 5 8 -7 10 14 12 -3 -12 16 -5 -1 -16 21 19 -13 22 -18 -8 -11 -19
right_child=1 2 -4 13 -6 6 9 -9 -10 17 11 18 -14 -15 15 -17 20 23 -20 -21 -22 -23 -24 -25
leaf_value=0.00090818890329284546 0.0011498578939153001 0.00070052594957556566 0.0010400186123721653 0.00010383733180322437 0.00068321367564888624 0.0015429159408108532 0.0012560463900201039 0.00081814260992649733 0.00067534686797150918 0.00094458675661351433 0.00020401913478166939 0.00058946665720075017 0.0010004911985211436 0.00036339670271546019 0.0012615834418032248 0.00093630970864972405 0.0012271291311439451 0.0010127171912439432 0.00037700559757595462 0.0012162149353492381 0.0010840494799304356 0.0011086474778587701 0.0011048540609991428 0.00091064463691620668
leaf_weight=88 82 54 53 79 53 53 470 65 59 54 54 79 76 54 59 52 97 89 72 94 176 59 231 55
leaf_count=88 82 54 53 79 53 53 470 65 59 54 54 79 76 54 59 52 97 89 72 94 176 59 231 55
internal_value=0 0.000596714 0.000507708 0.000445897 0.00111263 0.0011259 0.00115854 0.000542833 0.000941835 0.00114397 0.000473604 0.000413657 0.00118651 0.000209487 0.00102067 0.00110952 0.00120409 0.00107249 0.000488394 0.00110982 0.00113502 0.00123967 0.00107461 0.000973976
internal_weight=0 592 510 457 1765 1712 1454 324 258 1401 259 205 878 133 199 111 802 523 151 379 273 529 285 144
internal_count=2357 592 510 457 1765 1712 1454 324 258 1401 259 205 878 133 199 111 802 523 151 379 273 529 285 144
is_linear=0
shrinkage=0.0032998


Tree=7055
num_leaves=18
num_cat=0
split_feature=1 11 13 159 474 48 3 150 49 16 1 43 130 0 159 4 13
split_gain=0.162558 0.213759 0.175199 0.121915 0.146193 0.104411 0.154929 0.115257 0.0969747 0.0925794 0.098629 0.0858626 0.124271 0.0904388 0.0454582 0.0472906 0.0212781
threshold=0.11570500000000002 0.080455000000000013 0.089520000000000016 0.08043500000000002 0.079590000000000008 0.10255000000000002 0.102425 -0.045534999999999992 -0.046019999999999998 -0.41163499999999992 0.13539000000000004 -0.012149999999999999 0.0032450000000000001 -0.049464999999999988 0.11320500000000001 -0.010189999999999999 -0.085764999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 14 6 7 -1 -2 16 -11 13 -13 -9 15 -5 -10
right_child=8 2 -4 4 -6 -7 -8 11 9 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0034835630580777113 -0.005839723340208141 0.018298107833352707 0.0051158284308314228 0.001036672107672585 -0.0059933221469862189 -0.0012882938176128414 0.01249173638080067 0.0051062136863859724 9.0929537917235328e-05 0.00053047791384166565 0.0091563908260361079 0.0040848152428480337 -0.0021391715829991755 0.01186111866428346 -0.00070405660688329871 0.0076604012143891035 -0.0045591097399119221
leaf_weight=53 63 53 63 56 74 91 67 780 55 90 65 513 110 61 67 69 55
leaf_count=53 63 53 63 56 74 91 67 780 55 90 65 513 110 61 67 69 55
internal_value=0 0.00412897 0.0111543 0.00370819 0.000353937 0.0042398 0.00455852 0.00420695 8.91949e-05 0.00150549 0.00415939 0.00448659 0.00298299 0.0055983 0.00280963 0.00470734 -0.00221776
internal_weight=0 2057 116 1941 266 1675 1584 1517 328 265 155 1464 623 841 192 125 110
internal_count=2385 2057 116 1941 266 1675 1584 1517 328 265 155 1464 623 841 192 125 110
is_linear=0
shrinkage=0.16829


Tree=7056
num_leaves=17
num_cat=0
split_feature=1 1 4 150 39 10 15 41 4 0 4 1 1 43 13 4
split_gain=8.02415 1.18977 0.856635 0.843475 0.642581 0.500948 0.439081 0.419661 0.297256 0.291762 0.268978 0.188691 0.159268 0.138474 0.0980441 0.01819
threshold=0.10892500000000001 0.12419000000000001 0.27287000000000006 0.082965000000000025 0.083495000000000014 -0.0079749999999999977 -0.092059999999999989 0.075585000000000013 -0.49432999999999994 -0.060199999999999997 0.50373500000000015 0.096325000000000008 0.094165000000000013 0.015110000000000002 -0.0042049999999999995 -0.068484999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 7 -3 -2 8 -1 11 14 13 -6 -10 -7 -11
right_child=1 5 -4 -5 12 10 -8 -9 9 15 -12 -13 -14 -15 -16 -17
leaf_value=0.0012118762367188645 0.0006521811636919742 7.0193384037260363e-05 0.00060317382476570672 0.00035045862702901427 0.00091540044878178205 0.00044326696706743421 0.0010023022957689847 0.001305631471419492 0.00106089187614391 0.00081209303219143783 0.00027057844183827663 0.00088880014534806629 0.00066136306708751923 0.00096824306660804995 0.00064666321514369367 0.00090615340471340887
leaf_weight=100 81 52 53 56 54 55 77 66 1190 52 64 91 57 218 52 67
leaf_count=100 81 52 53 56 54 55 77 66 1190 52 64 91 57 218 52 67
internal_value=0 0.000523602 0.00101855 0.000699533 0.00103015 0.000354614 0.000823033 0.00104536 0.00103535 0.00102441 0.000440899 0.00103702 0.000785266 0.00104657 0.000542443 0.000865347
internal_weight=0 437 1948 214 1895 223 158 1784 1718 1618 171 1499 111 1408 107 119
internal_count=2385 437 1948 214 1895 223 158 1784 1718 1618 171 1499 111 1408 107 119
is_linear=0
shrinkage=0.0032998


Tree=7057
num_leaves=22
num_cat=0
split_feature=1 3 4 4 1 3 39 1 11 131 3 1213 1 11 1446 159 3 51 16 3 3
split_gain=7.3771 1.54617 0.645918 0.602721 0.496121 0.413815 0.367879 0.275544 0.270064 0.254928 0.224605 0.202586 0.186475 0.166434 0.139548 0.116311 0.114194 0.113142 0.109618 0.0498522 0.0483968
threshold=0.10538500000000002 -0.058704999999999993 0.30163500000000004 0.043850000000000007 0.14262000000000002 0.045635000000000002 0.083495000000000014 0.12072500000000001 1.0000000180025095e-35 0.090175000000000019 0.30112000000000005 0.060985000000000004 0.083555000000000018 0.085630000000000026 0.037915000000000011 -0.021869999999999997 0.091170000000000015 0.11381000000000001 -0.39442499999999997 -0.085824999999999985 -0.072739999999999985
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 9 6 5 7 8 -3 11 -2 -7 14 18 -10 16 -16 17 -1 -5 -13 -20
right_child=1 4 -4 12 -6 10 -8 -9 13 -11 -12 19 -14 -15 15 -17 -18 -19 20 -21 -22
leaf_value=0.0009517537321656577 0.0010288861446359106 0.00043668494610858466 0.00046719144460400367 0.00097060467860452773 0.00013659195081501676 0.00068873889699067048 0.00071493893327782268 0.00013444585153959545 0.001259888699192264 0.00071542723364888749 0.00040804911684557798 0.00099240831650426742 0.00063832117524358024 0.00099740919867233433 0.00097109846370888086 0.0011692357828501985 0.00079978651936645894 0.00078973938285280471 0.0008489251259829805 0.0011210426318423109 0.00071332975146870948
leaf_weight=1016 65 77 60 55 79 74 63 58 57 52 55 59 67 53 90 55 67 52 73 102 56
leaf_count=1016 65 77 60 55 79 74 63 58 57 52 55 59 67 53 90 55 67 52 73 102 56
internal_value=0 0.000496117 0.00074679 0.000940742 0.000366658 0.00043537 0.000964234 0.000307095 0.000974337 0.000889872 0.000569338 0.000962145 0.00078954 0.00113374 0.000948033 0.0010465 0.000935422 0.000943898 0.000844412 0.00107412 0.000790335
internal_weight=0 520 177 1865 343 264 1614 135 1551 117 129 1441 251 110 1280 145 1135 1068 184 161 129
internal_count=2385 520 177 1865 343 264 1614 135 1551 117 129 1441 251 110 1280 145 1135 1068 184 161 129
is_linear=0
shrinkage=0.0032998


Tree=7058
num_leaves=24
num_cat=0
split_feature=4 3 43 3 3 43 4 11 12 3 48 3 11 12 4 16 157 43 52 12 4 12 12
split_gain=16.8767 6.64181 2.01493 2.96439 0.981991 1.05489 0.814876 0.704846 0.774859 0.794614 0.657897 0.542567 0.451089 0.246767 0.229217 0.218853 0.213452 0.14417 0.110969 0.179926 0.0969485 0.0663463 0.0511193
threshold=0.30163500000000004 -0.055839999999999994 -0.033174999999999989 0.20828500000000003 0.149315 -0.049364999999999992 -0.14538499999999996 1.0000000180025095e-35 0.091475000000000015 -0.10077999999999999 0.084965000000000027 0.092330000000000009 0.085630000000000026 -1.0000000180025095e-35 0.043850000000000007 -0.44010499999999991 -0.06588999999999999 0.0066850000000000008 0.11614000000000001 0.083865000000000009 -0.082304999999999975 0.098330000000000015 0.094085000000000016
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=1 7 10 6 5 -2 -4 8 9 -1 -3 13 -9 -8 16 -7 -10 18 19 -11 -18 -16 -22
right_child=4 2 3 -5 -6 15 11 12 14 17 -12 -13 -14 -15 21 -17 20 -19 -20 -21 22 -23 -24
leaf_value=0.00084833430687658541 4.3554292180617784e-05 0.00067862815098805704 0.001350563274158828 0.00022747710028857789 -0.00018951244602941902 0.00066454265694760998 0.00088488620403064447 0.0016489777884850663 0.00091871132504422429 0.0014567737337526584 0.00024540812611501559 0.00067162231501447596 0.0012677400179553779 0.0011856055639297011 0.0010368603623752896 0.00036863990050763171 0.0012628183487128765 0.0011313000774130263 0.0011711665057166395 0.0012773217412105546 0.0010537750850153115 0.00087386367450303156 0.0011487592691693976
leaf_weight=53 89 72 75 57 54 59 52 59 52 71 82 57 83 74 61 52 70 82 95 617 96 58 265
leaf_count=53 89 72 75 57 54 59 52 59 52 71 82 57 83 74 61 52 70 82 95 617 96 58 265
internal_value=0 0.00110496 0.000757966 0.000909304 0.000204942 0.00031162 0.0010598 0.00120286 0.00118195 0.00124256 0.000448181 0.000940447 0.00142639 0.00106178 0.00108947 0.000526239 0.00112186 0.00126667 0.0012808 0.00129589 0.00114629 0.000957713 0.0011236
internal_weight=0 2131 469 315 254 200 258 1662 1520 918 154 183 142 126 602 111 483 865 783 688 431 119 361
internal_count=2385 2131 469 315 254 200 258 1662 1520 918 154 183 142 126 602 111 483 865 783 688 431 119 361
is_linear=0
shrinkage=0.0032998


Tree=7059
num_leaves=21
num_cat=0
split_feature=15 12 14 12 151 48 16 12 52 1213 42 16 52 12 1213 1446 151 130 15 42
split_gain=4.6974 1.84333 0.905942 0.695923 0.596757 0.304566 0.275597 0.216547 0.212328 0.188967 0.34423 0.175226 0.164783 0.135045 0.171581 0.0863841 0.0849683 0.0806665 0.0661413 0.0661137
threshold=-0.24269999999999997 0.077755000000000005 -0.10708499999999999 0.13332500000000003 -0.00016499999999999997 0.10096000000000001 -0.50690499999999983 -0.010219999999999998 -0.083939999999999987 0.060985000000000004 0.088520000000000015 -0.48950499999999991 -0.046924999999999988 0.090175000000000019 -0.10863999999999999 0.088500000000000009 -0.08323499999999999 -0.0060099999999999989 0.090125000000000011 -0.019539999999999998
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 4 -1 6 8 7 -3 -6 -2 13 19 -4 -9 14 -8 -16 -10 -15 -19 -11
right_child=1 3 11 -5 5 -7 9 12 16 10 -12 -13 -14 17 15 -17 -18 18 -20 -21
leaf_value=0.00064898290621657573 0.00076840996355435909 0.00075134029967182682 0.00032048994147038936 0.00060121456027857254 0.00077476163471289368 0.00061092329550474815 0.00085100292525446691 0.00087593871499645672 0.00061105997358475779 0.0010689581113181587 0.0013042298927017158 5.3683861200258365e-05 0.0011184287670758148 0.0010757581014921274 0.0010214737683732565 0.0011619408983673224 0.00043535609984988647 0.00096852311924477139 0.00089704775384696585 0.00090302035046757611
leaf_weight=83 54 52 55 52 101 53 64 73 59 64 61 53 56 57 620 56 66 406 248 52
leaf_count=83 54 52 55 52 101 53 64 73 59 64 61 53 56 57 620 56 66 406 248 52
internal_value=0 0.000929443 0.000389572 0.000978907 0.000743933 0.000838555 0.000990576 0.000890856 0.000594138 0.000998196 0.00110169 0.000189884 0.000981479 0.000985547 0.00101746 0.00103316 0.00051857 0.000952288 0.000941473 0.000994876
internal_weight=0 2194 191 1732 462 283 1680 230 179 1628 177 108 129 1451 740 676 125 711 654 116
internal_count=2385 2194 191 1732 462 283 1680 230 179 1628 177 108 129 1451 740 676 125 711 654 116
is_linear=0
shrinkage=0.0032998


Tree=7060
num_leaves=18
num_cat=0
split_feature=4 457 12 4 49 0 43 15 474 4 43 43 16 16 15 0 15
split_gain=0.280563 0.153119 0.161642 0.21166 0.144725 0.126744 0.111276 0.104882 0.134483 0.0994161 0.0868158 0.0750421 0.191108 0.123456 0.0701113 0.0641904 0.00861179
threshold=0.27161500000000005 0.080930000000000016 0.084555000000000005 -0.011514999999999999 0.14255500000000002 -0.010949999999999998 -0.078139999999999973 -0.14820999999999998 0.023345000000000001 -0.021399999999999995 0.40584000000000003 -0.036794999999999994 -0.056919999999999991 -0.076944999999999986 -0.06784999999999998 -0.10490499999999998 -0.14701499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 -2 -1 10 -10 11 13 -13 -9 -11 16 -8
right_child=5 2 -4 -5 -6 -7 15 8 9 14 -12 12 -14 -15 -16 -17 -18
leaf_value=0.014029352897294567 -0.0072596733737954689 0.0067850061742300858 0.0096772084501578273 -0.0075660524808746597 -0.00044510140781496278 0.0083268839059557603 0.0026122129034146574 0.0088009943409339021 0.015985862198897128 0.0039073067451960899 0.00035820400106040886 0.0064902105877371044 0.012144699947504868 0.0042974487877803971 0.011364004166866273 -0.0026784523155118233 0.0057379849030262551
leaf_weight=74 52 52 57 66 62 59 54 277 83 56 55 512 255 464 103 61 52
leaf_count=74 52 52 57 66 62 59 54 277 83 56 55 512 255 464 103 61 52
internal_value=0 0.00709717 0.00231464 -0.00122663 0.00752744 0.00140227 -0.000455056 0.00779146 0.00753473 0.0112385 0.00696012 0.00719971 0.00837247 0.00598339 0.00874905 0.00165299 0.00416256
internal_weight=0 2116 175 118 1941 278 219 1879 1805 242 1563 1508 767 741 159 167 106
internal_count=2394 2116 175 118 1941 278 219 1879 1805 242 1563 1508 767 741 159 167 106
is_linear=0
shrinkage=0.16829


Tree=7061
num_leaves=18
num_cat=0
split_feature=1 457 2 132 3 2 50 42 50 1 475 3 1447 480 1 1 157
split_gain=0.322007 0.187852 0.190441 0.225466 0.171707 0.106887 0.156482 0.096521 0.0819279 0.0745991 0.0821062 0.0724704 0.0993477 0.0744328 0.0620291 0.0648158 0.0619619
threshold=0.092415000000000011 0.080930000000000016 0.14106500000000002 0.078205000000000011 -0.10919499999999999 0.080060000000000006 0.091755000000000017 0.065960000000000019 0.11768500000000003 0.085810000000000011 -0.085684999999999997 -0.14906999999999998 -0.085709999999999995 0.085075000000000026 0.13301500000000002 0.11203500000000001 -0.087184999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 -1 14 10 -7 -12 -13 16 15 -6 -14
right_child=1 -3 -4 -5 8 9 -8 -9 -10 -11 11 12 13 -15 -16 -17 -18
leaf_value=0.018182749966483055 0.012093960041164972 -0.0041579119776302704 -0.0034131369594336746 -0.0058778072132252513 0.0025399753556706122 0.011716467363245563 0.0033249143732048052 0.0095193776855121703 0.01052282741059382 7.2093170088778893e-05 0.00054760180323914164 0.013211073016488299 0.00088097099281407153 0.00029173935775106299 -0.0016597016762344473 0.00742514883656377 0.0066691908245055335
leaf_weight=64 98 102 95 52 213 79 66 88 53 55 64 58 56 61 57 122 1011
leaf_count=64 98 102 95 52 213 79 66 88 53 55 64 58 56 61 57 122 1011
internal_value=0 0.002575 0.0035729 0.00469134 0.0057068 0.00672756 0.0102038 0.0131789 0.00429615 0.0061787 0.00643006 0.00609453 0.00639234 0.00604014 0.00344969 0.00432442 0.00636709
internal_weight=0 792 690 595 543 1602 218 152 445 1384 1329 1250 1186 1128 392 335 1067
internal_count=2394 792 690 595 543 1602 218 152 445 1384 1329 1250 1186 1128 392 335 1067
is_linear=0
shrinkage=0.16829


Tree=7062
num_leaves=12
num_cat=0
split_feature=2 1427 1375 1429 15 13 13 376 2 133 16
split_gain=0.18681 0.167018 0.108059 0.120371 0.159566 0.108124 0.106345 0.178352 0.261715 0.0835022 0.0553238
threshold=0.14106500000000002 0.086130000000000012 -0.14438999999999999 0.08103500000000001 -0.42075999999999997 -0.0031999999999999993 -0.16392499999999996 0.083960000000000021 -0.013254999999999998 0.086965000000000015 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 9 -6 8 -8 -5 -2
right_child=10 -3 3 5 6 -7 7 -9 -10 -11 -12
leaf_value=-0.0029846150629193537 0.001465890544447225 0.013518093054613422 -0.0024661532023615546 0.0012485033737630008 -0.0010971032399562381 0.014394306327782116 0.016936936709657079 -0.004437331483791075 0.0049095958425564761 0.0099694635271406744 -0.005387696869083778
leaf_weight=52 73 61 92 59 85 65 53 55 1671 67 61
leaf_count=52 73 61 92 59 85 65 53 55 1671 67 61
internal_value=0 0.00481675 0.00457455 0.00475847 0.00436289 0.0088002 0.00470091 0.00497894 0.00528039 0.0059001 -0.00164062
internal_weight=0 2260 2199 2147 1956 191 1864 1779 1724 126 134
internal_count=2394 2260 2199 2147 1956 191 1864 1779 1724 126 134
is_linear=0
shrinkage=0.16829


Tree=7063
num_leaves=18
num_cat=0
split_feature=4 39 14 16 11 0 0 0 0 4 0 4 0 15 16 0 42
split_gain=7.28337 1.3625 0.429878 0.518492 0.420359 0.693108 0.595747 0.470396 0.384115 0.265388 0.320064 0.191981 0.15288 0.14739 0.130615 0.111985 0.0963007
threshold=0.27287000000000006 0.081875000000000017 -0.44847999999999993 -0.49181999999999998 1.0000000180025095e-35 -0.13513499999999998 -0.15653499999999998 -0.068669999999999995 -0.07385499999999999 -0.49432999999999994 -0.030209999999999997 0.066275000000000014 -0.10653 0.11469500000000001 0.0086100000000000013 -0.14666499999999996 0.088865000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 15 5 6 -1 11 -3 -9 16 13 -6 14 -7 -4 -11
right_child=2 8 3 -5 12 7 -8 9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00094343275660347759 0.00068241472198830508 0.00087702851222558136 0.00037392077431561675 0.00014052809961904143 0.0013233170487616838 0.0010818687659517046 0.00049790725441619212 0.0011122346891850965 0.00055767375278507534 0.00083383620161986297 0.00067566047065383147 0.00090541838486139846 0.0010957750514483343 0.00090183413623860439 0.00097737465606214866 0.00056480456686761754 0.00099433066850913637
leaf_weight=90 54 77 65 80 59 1039 52 57 90 69 74 98 79 64 158 73 116
leaf_count=90 54 77 65 80 59 1039 52 57 90 69 74 98 79 64 158 73 116
internal_value=0 0.000991909 0.000418139 0.000352515 0.00101639 0.00100293 0.000780531 0.00102176 0.000705132 0.000906263 0.000860797 0.0010486 0.00119331 0.00105969 0.00106811 0.000475151 0.000934661
internal_weight=0 2122 272 218 1955 1817 142 1675 167 316 259 1359 138 1261 1197 138 185
internal_count=2394 2122 272 218 1955 1817 142 1675 167 316 259 1359 138 1261 1197 138 185
is_linear=0
shrinkage=0.0032998


Tree=7064
num_leaves=15
num_cat=0
split_feature=2 10 2 474 4 4 48 16 43 16 43 2 2 43
split_gain=0.152592 0.106824 0.118669 0.0959447 0.159642 0.0922218 0.129222 0.121957 0.159211 0.120421 0.0777541 0.0699986 0.172785 0.0425499
threshold=0.14106500000000002 0.083760000000000015 -0.045829999999999989 0.023345000000000001 -0.021399999999999995 0.26900000000000007 0.11376500000000002 0.21684500000000004 -0.50149499999999991 0.50597000000000014 -0.076124999999999984 0.092300000000000007 0.087575000000000014 -0.054574999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 -4 -9 -7 12 -6 -2
right_child=13 -3 3 4 11 10 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.012796927995037663 0.0025269214335994984 -0.0027139155534567001 0.014096517024471317 0.013468324393607088 0.0020027792280372177 -0.0049910150929886035 0.012817970512021874 -0.003365167305905652 0.0045916937272655178 0.0043231114717729117 0.0030582713297641947 -0.00037093302534847917 0.013743666073846314 -0.003576838929600991
leaf_weight=53 54 53 52 90 88 52 53 107 1377 125 98 52 60 80
leaf_count=53 54 53 52 90 88 52 53 107 1377 125 98 52 60 80
internal_value=0 0.0047305 0.00491009 0.0047152 0.00757077 0.00426997 0.00462021 0.00435755 0.00493882 0.00076948 0.000255875 0.00490788 0.00677474 -0.00110371
internal_weight=0 2260 2207 2154 290 1864 1714 1661 1429 232 150 200 148 134
internal_count=2394 2260 2207 2154 290 1864 1714 1661 1429 232 150 200 148 134
is_linear=0
shrinkage=0.16829


Tree=7065
num_leaves=20
num_cat=0
split_feature=1 3 34 12 0 123 15 12 4 0 4 1 3 133 0 3 12 12 0
split_gain=4.61179 1.0301 0.536033 0.644248 0.492681 0.411868 0.475094 0.291951 0.246387 0.390363 0.216574 0.197342 0.272596 0.17367 0.173247 0.161028 0.137228 0.0831297 0.0496893
threshold=0.10574000000000001 -0.058704999999999993 -0.028109999999999996 -0.097959999999999978 -0.04478999999999999 0.081180000000000016 -0.19301999999999997 0.11769500000000001 -0.085574999999999984 -0.085784999999999986 0.076415000000000025 0.090485000000000024 -0.080634999999999984 0.0035300000000000006 -0.13892999999999997 -0.095469999999999985 0.079570000000000016 0.090715000000000018 -0.094124999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 -4 -2 6 -1 8 9 -8 -5 14 -13 15 -10 -11 -16 -14 -12
right_child=1 2 3 10 -6 -7 7 -9 11 13 18 12 17 -15 16 -17 -18 -19 -20
leaf_value=0.0011523882360199198 0.00082534683519034377 5.6645295883762143e-05 0.00074656009475472214 0.00022493909894490558 0.00046341823162785622 0.00059176666359554795 0.0011362046088986663 0.00060971500084741951 0.0010187777571014783 0.00070127438074100176 0.00048923686822261966 0.00052655288356705796 0.00069576414877450636 0.00099742799964738262 0.00065905405415503447 0.0008953083766810603 0.00083457772744400974 0.00086506105535076605 0.00035357046072612396
leaf_weight=52 103 52 54 96 69 77 72 64 55 88 75 57 55 75 53 106 1023 86 53
leaf_count=52 103 52 54 96 69 77 72 64 55 88 75 57 55 75 53 106 1023 86 53
internal_value=0 0.000473076 0.00036493 0.000422468 0.000680359 0.000829616 0.000839851 0.000830458 0.000838897 0.000918869 0.000344181 0.00081835 0.000720941 0.000860567 0.000835372 0.000807475 0.000825965 0.000799273 0.000433338
internal_weight=0 502 330 278 172 1863 1786 1734 1670 341 224 1329 198 269 1131 194 1076 141 128
internal_count=2365 502 330 278 172 1863 1786 1734 1670 341 224 1329 198 269 1131 194 1076 141 128
is_linear=0
shrinkage=0.0032998


Tree=7066
num_leaves=22
num_cat=0
split_feature=1 12 1 124 158 4 13 4 14 16 151 4 160 0 12 16 4 4 4 158 13
split_gain=11.2018 2.01163 1.06069 0.686699 0.443749 0.438443 0.420936 0.367867 0.331568 0.307671 0.268268 0.238444 0.303216 0.221791 0.209069 0.248299 0.174528 0.153358 0.356275 0.125468 0.0479993
threshold=0.10574000000000001 0.085090000000000013 0.12282000000000001 -0.079269999999999993 0.081640000000000018 0.046720000000000005 0.034905000000000012 -0.10429499999999998 -1.0000000180025095e-35 0.19022000000000003 -0.097514999999999991 0.043850000000000007 -0.49218499999999993 -0.086224999999999982 0.09334000000000002 -0.010574999999999999 -0.068189999999999987 0.41379000000000005 0.057265000000000003 0.083705000000000016 -0.086804999999999979
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 4 5 -1 8 -3 7 9 -2 -5 -9 12 -12 -14 15 -8 -16 18 -10 20 -13
right_child=1 2 -4 6 -6 -7 14 10 17 -11 11 19 13 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.00084237778531659675 0.00067962299213725512 0.0012528952045193099 0.00047678547451034543 0.0014796058769459726 0.00015793601965827321 0.00084046457844499944 0.0010575303904587679 0.0013545849631239261 0.00034493513667734841 0.0011427136603586454 0.00095898789806593435 0.00089720976631916551 0.0012336736868464135 0.0011324931981930124 0.0012191215663031267 0.0007371655326255227 0.00098614868192058148 0.00029488672390678728 0.00069561711922445457 0.0011612262317470495 0.0010273530460127597
leaf_weight=89 68 57 52 71 57 57 56 66 82 53 81 54 395 638 70 52 76 77 52 63 99
leaf_count=89 68 57 52 71 57 57 56 66 82 53 81 54 395 638 70 52 76 77 52 63 99
internal_value=0 0.000571197 0.000868583 0.00112674 0.000424169 0.00104699 0.00114098 0.00116192 0.000478434 0.0013359 0.00114645 0.00113609 0.00115582 0.00117122 0.00101553 0.000903607 0.00109809 0.000413429 0.000481284 0.00103419 0.00098165
internal_weight=0 502 166 1863 336 114 1774 1520 279 124 1396 1330 1114 1033 254 108 146 211 134 216 153
internal_count=2365 502 166 1863 336 114 1774 1520 279 124 1396 1330 1114 1033 254 108 146 211 134 216 153
is_linear=0
shrinkage=0.0032998


Tree=7067
num_leaves=14
num_cat=0
split_feature=30 149 480 150 157 4 0 52 0 133 150 0 0
split_gain=0.283255 0.13774 0.152717 0.127209 0.101711 0.143097 0.11826 0.198159 0.158686 0.100971 0.097032 0.095887 0.0523567
threshold=0.086065000000000016 0.079625000000000015 -0.039079999999999997 0.11740500000000002 -0.081579999999999986 -0.036279999999999993 -0.10803999999999998 0.084755000000000011 -0.13314999999999996 0.095235000000000014 0.085210000000000022 -0.087539999999999993 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -6 10 -8 -7 -11
right_child=-2 -3 3 -5 6 11 9 -9 -10 12 -12 -13 -14
leaf_value=-0.0035236268525787023 -0.0079222138200527072 0.01275929901496523 0.014438290214907331 -0.0029114740326660047 0.0068637855580078472 -0.00048958819408509555 0.0024574137650304243 -0.0020259142555748718 0.017113416079710984 0.0044269838946582353 0.0096388535908179356 0.0085858598756894371 0.0086724058153818864
leaf_weight=74 56 52 67 68 199 55 1188 55 55 227 56 81 132
leaf_count=74 56 52 67 68 199 55 1188 55 55 227 56 81 132
internal_value=0 0.00418034 0.00398189 0.00423714 0.00446782 0.00805859 0.00408565 0.00710584 0.00909027 0.00350234 0.00278214 0.00490243 0.00599298
internal_weight=0 2309 2257 2183 2115 203 1912 309 254 1603 1244 136 359
internal_count=2365 2309 2257 2183 2115 203 1912 309 254 1603 1244 136 359
is_linear=0
shrinkage=0.16829


Tree=7068
num_leaves=15
num_cat=0
split_feature=4 3 39 14 3 15 4 49 14 16 3 15 151 3
split_gain=13.0448 4.07753 3.04502 0.846454 0.765659 0.58941 0.542484 0.517817 0.384394 0.434075 0.382549 0.290689 0.276692 0.062175
threshold=0.30163500000000004 0.10812000000000001 0.082470000000000016 0.076175000000000007 0.14121000000000003 -0.021179999999999997 -0.0027699999999999995 0.12158500000000001 -1.0000000180025095e-35 -0.53870999999999991 -0.15315499999999996 -0.11664999999999999 -0.088054999999999981 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 8 -3 -4 10 -2 -10 -1 13 -13 -12
right_child=4 5 6 -5 -6 -7 -8 -9 9 -11 11 12 -14 -15
leaf_value=0.0011351633806673848 0.00080890783840465341 0.0008921981845177332 0.00071294085175300354 0.0017159880679186502 0.00014146097155593639 0.00042345110061494176 0.0010938240730112708 0.0010571656284190621 0.00071482050625754415 0.00034625258442953262 0.0014314756521788638 0.0015588272032460676 0.0013300983780475607 0.0016011617504518398
leaf_weight=96 57 62 96 64 56 56 72 75 57 91 53 62 1412 56
leaf_count=96 57 62 96 64 56 56 72 75 57 91 53 62 1412 56
internal_value=0 0.00126661 0.00130204 0.00134135 0.000484249 0.000670041 0.000876386 0.00132766 0.000577717 0.000488439 0.00133972 0.00135211 0.00133974 0.00151898
internal_weight=0 2104 1986 1818 261 118 168 1754 205 148 1679 1583 1474 109
internal_count=2365 2104 1986 1818 261 118 168 1754 205 148 1679 1583 1474 109
is_linear=0
shrinkage=0.0032998


Tree=7069
num_leaves=19
num_cat=0
split_feature=1 3 4 14 39 2 2 3 4 2 13 1 47 42 42 16 1 13
split_gain=8.7612 1.73953 1.03103 0.981178 0.822735 0.617633 0.782524 0.39976 0.278061 0.248187 0.158466 0.215841 0.185673 0.1297 0.119455 0.108477 0.0900153 0.0467374
threshold=0.104035 -0.058704999999999993 0.41181500000000004 0.062655000000000016 0.081875000000000017 -1.0000000180025095e-35 0.14530500000000005 0.09722500000000002 -0.0068249999999999986 0.11517500000000001 0.034905000000000012 0.078015000000000015 0.079855000000000023 0.11929000000000002 0.086275000000000004 0.11346000000000002 0.11646000000000002 0.17982000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 7 -3 8 10 -7 -10 12 17 13 15 -14 -1 -2 -12
right_child=1 5 -4 -5 -6 6 -8 -9 9 -11 11 -13 14 -15 -16 -17 -18 -19
leaf_value=0.0011289110863563477 0.0011177598659181231 0.00021132442064300438 0.00048424464476150151 0.0014926732468902454 0.00078944164197325385 0.00087259063503984636 0.00027751377435322223 0.00083433118080446635 0.00074235121715725163 0.00046094910878642631 0.0010501528083526096 0.00086781124357798722 0.0013381022939080423 0.00094992159467267477 0.0011359601526505214 0.0010297692066086129 0.00093524781354450547 0.0011805933795478144
leaf_weight=1050 71 75 52 66 100 52 81 61 63 77 102 68 70 56 66 146 57 52
leaf_count=1050 71 75 52 66 100 52 81 61 63 77 102 68 70 56 66 146 57 52
internal_value=0 0.000613752 0.00087734 0.00109622 0.00108143 0.000477313 0.000550257 0.00109888 0.000665137 0.000587832 0.00110888 0.00102517 0.00112225 0.0011094 0.00124026 0.00111684 0.00103676 0.00109443
internal_weight=0 528 180 1837 1771 348 273 1671 192 140 1610 222 1388 1252 136 1196 128 154
internal_count=2365 528 180 1837 1771 348 273 1671 192 140 1610 222 1388 1252 136 1196 128 154
is_linear=0
shrinkage=0.0032998


Tree=7070
num_leaves=18
num_cat=0
split_feature=3 13 41 1443 1375 160 12 3 4 4 16 16 12 484 16 3 160
split_gain=0.187007 0.180445 0.132256 0.154475 0.122587 0.123427 0.130777 0.128086 0.190674 0.155089 0.113567 0.106494 0.106477 0.0981752 0.0547878 0.0581848 0.0342094
threshold=0.11745500000000002 -0.11122999999999998 0.083975000000000008 0.084655000000000022 -0.093609999999999985 0.084575000000000011 0.083220000000000002 -0.018739999999999996 -0.0079049999999999971 0.043850000000000007 0.0045450000000000013 0.066275000000000014 -1.0000000180025095e-35 0.08733500000000001 -0.0093349999999999978 -0.080254999999999979 0.14472000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 -1 6 7 8 -6 -9 13 -12 -2 -8 15 -7 -16
right_child=1 -3 -4 -5 5 14 10 9 -10 -11 11 -13 -14 -15 16 -17 -18
leaf_value=0.013419181589541683 0.0089790010399184387 -0.0074631503677468842 -0.0017477488486598134 0.014472768908121644 -0.0089332322650170163 0.015353528881068588 0.0057675685200566781 0.0080284863945218974 0.004584989842464339 -0.00068580969362608312 -0.0024074995403235763 0.0044212771247071642 -0.00087710975482487301 0.012236063421044073 0.0036796178539056962 0.0079818722265352846 0.0092545632578950633
leaf_weight=52 56 64 72 54 65 53 962 125 54 107 87 249 69 72 74 75 56
leaf_count=52 56 64 72 54 65 53 962 125 54 107 87 249 69 72 74 75 56
internal_value=0 -0.000186974 0.00532459 0.00556968 0.00533208 0.00511868 0.00460183 0.00169605 -0.00278382 0.00400165 0.00534499 0.00264776 0.00352406 0.00621972 0.00855936 0.0110482 0.00609495
internal_weight=0 189 2157 2085 2031 1979 1721 351 119 232 1370 336 125 1034 258 128 130
internal_count=2346 189 2157 2085 2031 1979 1721 351 119 232 1370 336 125 1034 258 128 130
is_linear=0
shrinkage=0.16829


Tree=7071
num_leaves=23
num_cat=0
split_feature=2 11 457 51 1 4 15 150 2 1 2 4 4 1212 159 159 3 1 1 4 50 2
split_gain=0.259837 0.228746 0.124048 0.111278 0.102414 0.180775 0.198028 0.231709 0.213263 0.103734 0.0928581 0.0908937 0.083648 0.0772188 0.0895606 0.085972 0.0858214 0.184491 0.108607 0.0406549 0.0404246 0.0199178
threshold=0.10045500000000002 0.079300000000000009 0.018630000000000004 0.11548000000000001 0.081315000000000012 -0.048624999999999995 -0.41880499999999993 0.083895000000000011 0.11715500000000001 0.10587000000000001 0.087675000000000017 -0.051459999999999992 0.049545000000000006 0.092815000000000022 -0.0020949999999999996 -0.040234999999999993 -0.081224999999999978 0.11249000000000002 0.091275000000000009 -0.080164999999999986 0.094920000000000018 0.11353000000000001
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 2 3 13 11 9 -7 8 -8 -6 -4 -2 -13 14 15 20 18 -18 -16 -15 -1 -14
right_child=4 -3 10 -5 5 6 7 -9 -10 -11 -12 12 21 19 16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0034186791286101273 -0.0012744137268767793 0.014832098573026508 0.013927116553118684 -0.0024134882005652455 0.00014123550757415095 0.0042056219687582877 -0.0021226996037896498 0.001119009599868269 -0.01621249882504085 0.010563354244787661 0.0052023289938330714 0.0098175607508522514 0.00026904919537192425 0.0058157531454518727 0.005624215080841672 0.012863818464861017 0.00017321317888903878 0.0090237543713365068 -0.0019458992332552507 0.012300089987124065 0.008995574131687287 0.0049017520549060707
leaf_weight=109 70 67 70 66 53 89 55 93 69 56 70 83 52 60 559 59 360 82 59 53 57 55
leaf_count=109 70 67 70 66 53 89 55 93 69 56 70 83 52 60 559 59 360 82 59 53 57 55
internal_value=0 0.00518523 0.00478116 0.00432126 0.00126906 -0.000367758 -0.00246812 -0.00521356 -0.00997748 0.0055122 0.00957756 0.00388859 0.0058002 0.00464049 0.0042669 0.00732419 0.00361625 0.00181923 0.00489859 0.00887298 0.00534446 0.00266714
internal_weight=0 1671 1604 1464 675 415 306 217 124 109 140 260 190 1398 1285 225 1060 442 618 113 166 107
internal_count=2346 1671 1604 1464 675 415 306 217 124 109 140 260 190 1398 1285 225 1060 442 618 113 166 107
is_linear=0
shrinkage=0.16829


Tree=7072
num_leaves=17
num_cat=0
split_feature=2 4 40 2 157 13 159 2 15 16 15 4 483 1186 1429 475
split_gain=0.179679 0.0869386 0.0978827 0.118631 0.0790436 0.106781 0.108429 0.120559 0.089075 0.15539 0.0986655 0.0863775 0.0766037 0.0735577 0.0755571 0.0973361
threshold=0.10045500000000002 -0.44205499999999992 -0.078554999999999986 -0.011974999999999998 -0.080544999999999992 -0.08866499999999998 0.087735000000000021 0.10550500000000002 -0.090219999999999981 -0.073774999999999993 -0.050004999999999994 0.23590000000000003 -0.070084999999999981 0.021560000000000003 0.084390000000000007 -0.082449999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 11 7 -7 -9 -10 -11 -6 -5 14 15 -14
right_child=4 2 3 12 5 6 -8 8 9 10 -12 -13 13 -15 -16 -17
leaf_value=0.0099302426313835832 -0.0050497082550127435 0.0098772281389026221 -0.0023850151881963559 0.008591319138822006 0.0017629982944943486 -0.0039814110309063164 0.0093768188309441367 -0.00087436406752529729 0.013241994984298488 0.0075719504556637594 -0.00063474121587957461 -0.0061696998414602165 0.0096780434304429494 0.0097006107477147861 -0.0014895123562049474 0.0034388615850946122
leaf_weight=75 55 78 84 101 77 80 63 99 52 70 101 78 76 57 80 1120
leaf_count=75 55 78 84 101 77 80 63 99 52 70 101 78 76 57 80 1120
internal_value=0 0.00431406 0.00404902 0.00374836 0.00105683 0.00160144 0.00287824 0.00185533 0.00331103 0.00517718 0.00271422 -0.00221735 0.00410889 0.00376791 0.00350149 0.00383683
internal_weight=0 1671 1596 1518 675 620 465 402 322 223 171 155 1434 1333 1276 1196
internal_count=2346 1671 1596 1518 675 620 465 402 322 223 171 155 1434 1333 1276 1196
is_linear=0
shrinkage=0.16829


Tree=7073
num_leaves=24
num_cat=0
split_feature=1 4 1 0 11 0 0 1 16 4 131 0 15 0 133 16 16 43 43 15 16 42 43
split_gain=9.36187 1.67098 1.08168 0.536526 0.474413 0.393673 0.438072 0.524986 0.288795 0.286367 0.238441 0.255868 0.212842 0.195301 0.163142 0.155224 0.13146 0.10606 0.118365 0.0690588 0.0648627 0.045698 0.0395958
threshold=0.10141500000000002 -0.37626499999999991 0.12450500000000002 -0.12608499999999997 1.0000000180025095e-35 -0.029554999999999994 -0.097414999999999988 0.087070000000000022 0.037060000000000003 -0.44205499999999992 0.082750000000000004 -0.069389999999999993 -0.26826999999999995 -0.17106499999999999 0.11370000000000001 -0.082354999999999984 -0.14743999999999996 0.26667500000000005 -0.042649999999999993 -0.45015499999999992 -0.076269999999999991 0.085355000000000014 -0.080249999999999988
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 13 5 6 7 16 14 -7 11 -5 19 -3 17 -16 -1 18 -8 -4 -17 -10 -23
right_child=1 2 12 10 -6 9 8 -9 21 -11 -12 -13 -14 -15 15 20 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0012354519187827255 0.0011683076484155404 0.00071499048277367757 0.00040700406078328155 0.00092010315580545125 0.0013908537963844706 0.001115429044003713 0.0012039206796007076 0.00078977691613738032 0.0011410487602647847 0.00077978699701983115 0.0010233953054849425 0.00061494752275920866 0.00054240131953104721 0.0004588118173002894 0.00098266262305332728 0.0012643125633532875 0.001045759667970452 0.0010939443177533825 0.0012865902610616153 0.00023599029551022967 0.0011195305904039786 0.00097312636607711756 0.0010952266641615852
leaf_weight=78 68 61 54 61 97 62 426 69 99 52 61 61 91 72 60 69 91 60 382 52 83 61 76
leaf_count=78 68 61 54 61 97 62 426 69 99 52 61 61 91 72 60 69 91 60 382 52 83 61 76
internal_value=0 0.000681668 0.000617093 0.000736883 0.00116476 0.00115159 0.00116543 0.00103401 0.00118917 0.000962638 0.0008532 0.000767814 0.000424765 0.000576572 0.0012123 0.00112825 0.00113352 0.00123278 0.00124305 0.000323443 0.00118549 0.00108319 0.00104112
internal_weight=0 581 513 316 1765 1668 1554 238 1316 114 183 122 197 133 1080 212 169 868 808 106 152 236 137
internal_count=2346 581 513 316 1765 1668 1554 238 1316 114 183 122 197 133 1080 212 169 868 808 106 152 236 137
is_linear=0
shrinkage=0.0032998


Tree=7074
num_leaves=26
num_cat=0
split_feature=1 4 1 2 4 0 0 4 0 4 0 2 4 158 1 12 0 0 42 13 50 2 42 12 1446
split_gain=9.76073 1.23907 1.29051 0.771811 0.657374 0.471007 0.562756 0.765146 0.39405 0.343461 0.507017 0.342112 0.308019 0.299573 0.248716 0.186085 0.1711 0.140089 0.087353 0.154978 0.0847096 0.102459 0.0960533 0.08209 0.0725449
threshold=0.10684 -0.048624999999999995 0.12419000000000001 1.0000000180025095e-35 0.04105000000000001 -0.079119999999999982 -0.11208499999999998 -0.047714999999999987 -0.10490499999999998 -0.49432999999999994 1.0000000180025095e-35 0.13538500000000001 0.25759000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.083825000000000024 0.09395000000000002 -0.095584999999999989 0.083985000000000018 -0.006474999999999999 0.089465000000000017 0.10136500000000002 0.097935000000000008 0.090715000000000018 0.087240000000000012
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=4 -2 3 -3 5 6 7 -1 -4 16 20 -10 -5 14 23 -8 -7 -17 19 -19 21 22 -11 -6 -20
right_child=1 2 8 12 13 9 15 -9 11 10 -12 -13 -14 -15 -16 17 -18 18 24 -21 -22 -23 -24 -25 -26
leaf_value=0.0013066338009932808 0.0010077257376467123 0.00095610917967778254 0.00055344439796869396 0.00036919924993754978 0.0011027591627349777 0.0013852802823167828 0.0013608786983540253 0.0007903154292457199 0.00039699844571691913 0.00096054841514123441 0.00074331669839376952 5.3731682445205284e-05 0.00068365325514634524 0.0011686103851616767 0.00075986443644560672 0.0013725330762823871 0.00111134745794123 0.0013112709135831833 0.0011472878402601729 0.0011641270459088931 0.0011738543258066972 0.0011437905094863025 0.0011239111469504841 0.00092740466297389741 0.00128101890676481
leaf_weight=52 70 82 58 59 55 52 103 80 63 144 57 64 82 69 74 56 52 167 377 161 86 95 59 73 56
leaf_count=52 70 82 58 59 55 52 103 80 63 144 57 64 82 69 74 56 52 167 377 161 86 95 59 73 56
internal_value=0 0.000601559 0.000531787 0.000700958 0.00113017 0.00115579 0.00119688 0.00099398 0.000327675 0.00107642 0.00103572 0.000224291 0.000552323 0.000979048 0.000914122 0.00122596 0.00124865 0.0012089 0.00119682 0.00123915 0.00107903 0.00105154 0.0010082 0.00100303 0.00116466
internal_weight=0 478 408 223 1868 1597 1052 132 185 545 441 127 141 271 202 920 104 817 761 328 384 298 203 128 433
internal_count=2346 478 408 223 1868 1597 1052 132 185 545 441 127 141 271 202 920 104 817 761 328 384 298 203 128 433
is_linear=0
shrinkage=0.0032998


Tree=7075
num_leaves=21
num_cat=0
split_feature=1 15 2 39 3 14 0 2 2 3 15 0 3 157 49 2 12 16 1 130
split_gain=14.6556 2.40817 1.76828 1.61719 1.27724 1.33332 0.473093 0.470861 0.419976 0.403002 0.323916 0.29957 0.516108 0.226722 0.309524 0.142088 0.130122 0.270155 0.127976 0.104556
threshold=0.10732500000000002 -0.24042999999999998 0.10912000000000001 0.081875000000000017 0.10632000000000001 0.062655000000000016 -0.079249999999999987 0.091955000000000023 0.14106500000000002 -0.036004999999999988 -0.42759999999999992 -0.076859999999999984 -0.080634999999999984 -0.081579999999999986 -0.014169999999999999 0.093595000000000025 0.083785000000000012 -0.055679999999999993 0.12986500000000004 0.0016050000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 9 4 5 7 -5 11 -4 -3 18 16 -13 -9 -15 -16 17 -1 -2 -18
right_child=1 2 8 6 -6 -7 -8 13 -10 -11 -12 12 -14 14 15 -17 19 -19 -20 -21
leaf_value=0.0013530442181930178 0.00060939564599256401 0.0013077462551249663 0.00076989893558394222 0.0011796420080363173 0.00089746107604452019 0.00183609431192152 0.00076996046223700722 0.0015145114412914963 0.00040184586637316024 0.00093381840630570446 0.00018417514368671315 0.0010828874933363187 0.0014937863854130678 0.0010370331868032317 0.0011565502459888555 0.0013326324510466653 0.0014091338424596868 0.0016649237279555246 0.00038717869725983452 0.0015109582296171716
leaf_weight=52 55 83 99 70 57 74 56 52 52 52 55 73 63 52 61 397 727 79 61 143
leaf_count=52 55 83 99 70 57 74 56 52 52 52 55 73 63 52 61 397 727 79 61 143
internal_value=0 0.000703924 0.000889242 0.00136044 0.00138538 0.00140105 0.000997841 0.00138208 0.000643385 0.00116398 0.00039377 0.00142105 0.00127349 0.00130319 0.00128157 0.00130926 0.00144106 0.00154139 0.000492844 0.00142591
internal_weight=0 457 286 1956 1830 1773 126 1699 151 135 171 1137 136 562 510 458 1001 131 116 870
internal_count=2413 457 286 1956 1830 1773 126 1699 151 135 171 1137 136 562 510 458 1001 131 116 870
is_linear=0
shrinkage=0.0032998


Tree=7076
num_leaves=25
num_cat=0
split_feature=1 1 123 47 2 2 52 49 456 4 15 15 15 15 0 4 133 0 0 0 1212 0 4 4
split_gain=17.641 2.79811 2.19215 1.15268 0.820553 0.777951 0.614954 0.579912 0.23323 0.232884 0.316645 0.212283 0.21156 0.326613 0.343227 0.209649 0.16416 0.159559 0.141794 0.0990741 0.0818547 0.0621714 0.0501112 0.0378159
threshold=0.10892500000000001 0.12394500000000001 1.0000000180025095e-35 0.085505000000000012 0.091955000000000023 1.0000000180025095e-35 -0.5502149999999999 -0.03195499999999999 0.077935000000000018 0.049545000000000006 -0.085884999999999975 0.022565000000000005 0.083185000000000023 -0.12431499999999999 -0.10653 0.42953500000000006 0.11269500000000002 -0.078964999999999994 -0.095869999999999983 -0.095584999999999989 0.041590000000000009 -0.063914999999999986 0.27287000000000006 -0.080954999999999985
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 5 4 15 8 -2 -6 -8 12 10 -9 -12 13 -1 -15 -3 19 -16 -11 -14 -21 -17 -7 -18
right_child=1 3 -4 -5 6 22 7 9 -10 18 11 -13 16 14 17 21 23 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0013781832052431888 0.00091700567907523488 0.00016292791092180985 0.00065404395364186295 0.00056911339432712596 0.0013906604743350172 0.00058026096976412553 0.0007699041521176135 0.0013488649405346148 0.0013701851593277594 0.0010869362428713163 0.00099325784773572796 0.0011618197392275821 0.0014131440664051922 0.00089228523941589589 0.0011909942586980869 3.4142921478752231e-06 0.0011939096880910418 0.0010003093336677497 0.00086907511613722069 0.0012863608470896593 0.0011860119190316985 -0.00015654949659431455 0.00044087664630612189 0.0010762512327154715
leaf_weight=60 88 65 96 54 61 57 76 58 103 59 160 177 52 65 278 53 80 61 80 309 142 52 63 64
leaf_count=60 88 65 96 54 61 57 76 58 103 59 160 177 52 65 278 53 80 61 80 309 142 52 63 64
internal_value=0 0.000405209 0.00114129 0.000149098 0.00116608 0.000680851 0.00107304 0.00104122 0.00121748 0.00107976 0.00112118 0.00108189 0.0012033 0.00114851 0.00111432 1.54747e-05 0.00124253 0.00115679 0.000961802 0.00127128 0.00125484 -7.54704e-05 0.000507378 0.00114186
internal_weight=0 432 1981 224 1885 208 671 610 1214 534 395 337 1111 464 404 170 647 339 139 503 451 105 120 144
internal_count=2413 432 1981 224 1885 208 671 610 1214 534 395 337 1111 464 404 170 647 339 139 503 451 105 120 144
is_linear=0
shrinkage=0.0032998


Tree=7077
num_leaves=15
num_cat=0
split_feature=15 40 13 49 148 16 48 16 15 15 51 48 13 13
split_gain=8.68515 2.30595 1.73158 0.586937 0.566564 0.543294 0.448173 0.305701 0.205155 0.435564 0.376243 0.3743 0.335648 0.20512
threshold=-0.2987999999999999 -0.03549999999999999 -0.28558999999999996 0.13087000000000001 -0.043434999999999994 -0.085314999999999988 0.092265000000000014 -0.4714549999999999 -0.12431499999999999 -0.021954999999999999 -0.097374999999999975 0.10227500000000002 -0.061199999999999991 -0.061199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 -3 4 -4 7 13 -1 11 12 -11 -6 -10 -2
right_child=1 2 3 -5 8 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.00033286954774865282 0.00065088658178852636 0.00060189375217395349 0.00085375993298605511 0.00082637604723214569 0.0014390712302737802 0.00055289181767347614 0.00046167423333301054 -6.9400361464624013e-06 0.0011198851706894866 0.0013938722038610832 0.0011451934141106495 0.0010613613657273102 0.00094965351227727763 0.00091462264038282785
leaf_weight=56 53 76 83 77 65 57 55 59 292 72 1098 53 230 87
leaf_count=56 53 76 83 77 65 57 55 59 292 72 1098 53 230 87
internal_value=0 0.00105894 0.00109165 0.00111053 0.00112207 0.000289221 0.000715547 0.000158226 0.00113435 0.00112489 0.00116053 0.00126972 0.00104495 0.000815031
internal_weight=0 2241 2046 1970 1893 172 195 115 1810 1692 1170 118 522 140
internal_count=2413 2241 2046 1970 1893 172 195 115 1810 1692 1170 118 522 140
is_linear=0
shrinkage=0.0032998


Tree=7078
num_leaves=19
num_cat=0
split_feature=4 16 2 48 1 15 456 15 0 3 133 15 4 4 3 16 1 1213
split_gain=0.511058 0.172189 0.128363 0.150379 0.11189 0.110789 0.160179 0.131306 0.223769 0.117675 0.130877 0.107976 0.154402 0.105246 0.0784701 0.0778453 0.0583759 0.0576105
threshold=0.30163500000000004 -0.42004999999999992 0.14307 0.11714000000000001 0.12007000000000002 0.085465000000000013 0.060100000000000008 -0.12431499999999999 -0.14910999999999999 -0.073949999999999988 0.024130000000000002 0.087720000000000006 -0.082304999999999975 -0.014099999999999998 -0.071519999999999986 0.41484500000000007 0.090840000000000018 -0.0068949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 7 14 -9 11 -11 17 -13 -8 -1 -10 -14 -7
right_child=1 -3 -4 -5 -6 9 13 8 15 10 -12 12 16 -15 -16 -17 -18 -19
leaf_value=0.01616376245159979 0.0079614776079907981 -0.0060470122238922832 0.00075081341206483486 0.016971589471303974 -0.0011667423974666027 0.0087209881828648143 0.017559751667834675 -0.0047559144237369197 0.0056400023473206105 0.017426087980571329 0.0068736489676376302 0.0013155152420142513 0.010076065346510321 0.008159287791942315 0.0070827633118416399 0.0098175954591848188 0.0045532628931095739 0.015869773051981305
leaf_weight=57 72 93 72 52 80 61 61 55 889 96 52 102 249 78 53 149 71 71
leaf_count=57 72 93 72 52 80 61 61 55 889 96 52 102 249 78 53 149 71 71
internal_value=0 -0.000336674 0.00776518 0.00800527 0.00314533 0.00777629 0.00687532 0.00624732 0.00568638 0.00949609 0.0137306 0.0083616 0.00703791 0.0122976 0.0118047 0.00624141 0.00885631 0.0125798
internal_weight=0 245 2168 2096 152 2044 1342 1203 1093 702 148 554 422 139 110 1038 320 132
internal_count=2413 245 2168 2096 152 2044 1342 1203 1093 702 148 554 422 139 110 1038 320 132
is_linear=0
shrinkage=0.16829


Tree=7079
num_leaves=17
num_cat=0
split_feature=9 15 1455 4 16 11 48 13 43 147 13 43 48 13 15 15
split_gain=0.448158 0.189526 0.112836 0.153716 0.112258 0.0852712 0.0932491 0.121026 0.230179 0.143694 0.151773 0.0847954 0.204007 0.0862974 0.0368811 0.0332796
threshold=0.09055500000000001 -0.26826999999999995 0.083760000000000015 -0.020389999999999995 -0.42004999999999992 0.091795000000000015 0.087470000000000006 -0.099039999999999975 0.035255000000000009 1.0000000180025095e-35 -0.087444999999999981 -0.080094999999999986 0.096085000000000018 -0.080414999999999986 -0.010414999999999999 -0.085749999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 6 7 8 -3 10 -9 12 -8 -13 -11 -15
right_child=-2 2 3 -5 -6 -7 11 9 -10 14 -12 13 -14 15 -16 -17
leaf_value=0.0054871632672931943 -0.0095159287164917877 0.0055704720171951567 0.0081960654425158336 -0.00277094889855895 -0.0037469176394171197 0.013404814237859037 -0.0070723219123767179 0.0025142169365357614 0.020238554446963087 0.003879709794012583 0.007828203355168881 0.0020648272421030364 0.0065789346455042488 0.0064284693492534031 -0.0024508978280934723 0.012191611995051114
leaf_weight=67 53 67 64 83 84 55 55 174 56 52 1277 85 71 63 52 55
leaf_count=67 53 67 64 83 84 55 55 174 56 52 1277 85 71 63 52 55
internal_value=0 0.00611925 0.0065136 0.00199158 0.000338426 0.0068351 0.00665417 0.0071635 0.0122632 0.00675896 0.0071922 0.00405095 0.000605794 0.00618047 0.000697131 0.00912991
internal_weight=0 2360 2209 147 151 2062 2007 1678 123 1555 1451 329 126 203 104 118
internal_count=2413 2360 2209 147 151 2062 2007 1678 123 1555 1451 329 126 203 104 118
is_linear=0
shrinkage=0.16829


Tree=7080
num_leaves=15
num_cat=0
split_feature=2 40 14 12 12 376 1446 16 16 2 12 16 16 43
split_gain=0.321779 0.188764 0.145949 0.0969554 0.178954 0.156881 0.10258 0.196109 0.0916165 0.241008 0.115016 0.117765 0.110917 0.0585352
threshold=0.16730000000000003 -0.084709999999999994 0.076175000000000007 -0.010219999999999998 -0.082514999999999991 1.0000000180025095e-35 0.086940000000000003 -0.020464999999999997 -0.16238499999999997 0.092635000000000009 0.083425000000000013 0.0014300000000000001 -0.50790499999999994 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -8 9 -5 11 -10 -11 -12
right_child=-2 2 -4 6 -6 -7 7 -9 10 12 13 -13 -14 -15
leaf_value=-0.0044203455874227511 -0.0090752370684714593 7.5799197996398123e-05 0.01220099546093957 -0.0064928170432531108 -0.0055539544839376944 0.010858490459083402 0.0058756917869453862 -0.0074702324133841961 0.01222137903579925 0.00055454499929004234 0.0067632669089321374 0.0044260405179074496 0.010297316651664364 0.0042353861221262898
leaf_weight=68 52 98 69 68 77 63 72 55 133 62 353 95 72 1019
leaf_count=68 52 98 69 68 77 63 72 55 133 62 353 95 72 1019
internal_value=0 0.00430113 0.00456716 0.00432326 0.00110865 0.00430627 0.00471895 8.18144e-05 0.00504477 0.00165484 0.00547162 0.0089812 0.00580287 0.00488709
internal_weight=0 2304 2236 2167 238 161 1929 127 1802 202 1600 228 134 1372
internal_count=2356 2304 2236 2167 238 161 1929 127 1802 202 1600 228 134 1372
is_linear=0
shrinkage=0.16829


Tree=7081
num_leaves=15
num_cat=0
split_feature=49 3 0 39 1 1 15 42 4 4 475 150 15 1
split_gain=0.306694 0.148963 0.23026 0.140118 0.12879 0.0931995 0.128513 0.113908 0.175848 0.191585 0.121048 0.185163 0.0793556 0.0636621
threshold=-0.16273499999999999 0.16158000000000003 -0.10490499999999998 0.095830000000000012 0.13271500000000003 0.10538500000000002 -0.015464999999999998 0.083985000000000018 -0.085719999999999977 0.043850000000000007 -0.085719999999999977 0.084120000000000014 -0.077559999999999976 0.11282000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 12 10 -9 -10 -2 -12 13 -7
right_child=1 2 -4 -5 -6 6 -8 8 9 -11 11 -13 -14 -15
leaf_value=-0.0094397360156227936 0.012202625176415497 0.0048567277835279222 -0.01055522385463608 -0.0022185397169177472 0.012505030047382217 -0.0035441763755754423 -0.0058263698297998925 -0.0057184466835377753 0.0047175162716149481 -0.0028188789580213293 0.0058962964106777085 -0.0034416113776131923 0.0080479829355747292 0.0040161272430908309
leaf_weight=52 76 58 52 100 52 56 60 60 713 110 768 65 62 72
leaf_count=52 76 58 52 100 52 56 60 60 713 110 768 65 62 72
internal_value=0 0.00362064 -0.00241259 0.00392395 0.00421815 0.00400624 0.000953134 0.00443117 0.00306547 0.00370804 0.00575583 0.00516549 0.00310349 0.000694459
internal_weight=0 2304 110 2194 2094 2042 250 1792 883 823 909 833 190 128
internal_count=2356 2304 110 2194 2094 2042 250 1792 883 823 909 833 190 128
is_linear=0
shrinkage=0.16829


Tree=7082
num_leaves=21
num_cat=0
split_feature=49 15 43 12 43 403 43 403 0 13 150 43 13 1 43 1 132 42 16 15
split_gain=0.212207 0.11547 0.165378 0.140248 0.104089 0.133622 0.0835747 0.0967506 0.101142 0.0833355 0.0824878 0.0951548 0.183774 0.183533 0.180825 0.130345 0.0572956 0.0498246 0.0575756 0.0332678
threshold=-0.16273499999999999 0.029300000000000003 -0.16205499999999998 0.083785000000000012 -0.042209999999999991 -0.51745999999999992 -0.012984999999999998 -0.019354999999999994 -0.087144999999999986 -0.083514999999999992 -0.088794999999999985 0.033005000000000007 -0.10899499999999999 0.13475500000000004 0.12397000000000001 0.12072500000000001 -0.22727999999999995 0.096190000000000012 -0.043889999999999992 0.087825000000000014
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 2 -2 -3 17 -6 -7 9 -9 -8 -4 12 -12 15 -13 -14 -16 18 19 -5
right_child=1 3 10 4 5 6 7 8 -10 -11 11 14 13 -15 16 -17 -18 -19 -20 -21
leaf_value=-0.007851124942269111 -0.0050511964393429361 0.010642836498719147 0.0083650583764651454 0.0051765596462000855 -0.005159731556910024 0.0097092320077151011 -0.0061795105693857868 0.011292910684548681 0.0027557216066203113 0.0020165828536674655 -0.0054286651979625882 0.013039948238016279 0.0022791247855958297 0.01154166478052664 0.0055097518384444296 -0.0059387337762588253 -0.0021949175424454404 0.011087954046931994 0.0015811307401453363 0.010672479194129983
leaf_weight=52 86 96 66 79 59 52 52 52 165 108 94 64 922 58 56 58 53 54 76 54
leaf_count=52 86 96 66 79 59 52 52 52 165 108 94 64 922 58 56 58 53 54 76 54
internal_value=0 0.0030112 0.00210054 0.00457557 0.0037976 0.00233737 0.00337262 0.00249384 0.00480978 -0.000635919 0.00255047 0.00225502 0.00169102 0.0023375 0.0059351 0.00179093 0.00174696 0.00650026 0.00530632 0.00742149
internal_weight=0 2304 1457 847 751 488 429 377 217 160 1371 1305 1132 1038 173 980 109 263 209 133
internal_count=2356 2304 1457 847 751 488 429 377 217 160 1371 1305 1132 1038 173 980 109 263 209 133
is_linear=0
shrinkage=0.16829


Tree=7083
num_leaves=12
num_cat=0
split_feature=10 30 16 13 13 16 43 16 159 16 16
split_gain=0.16987 0.161107 0.105372 0.132652 0.115285 0.104063 0.110788 0.323245 0.112528 0.0944156 0.0557705
threshold=-0.092019999999999977 0.086065000000000016 -0.42004999999999992 -0.16392499999999996 -0.096444999999999989 -0.16238499999999997 -0.15924499999999997 -1.0000000180025095e-35 0.12351000000000002 -0.50476999999999983 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 -5 -6 7 -7 -8 10 -2
right_child=1 -3 3 4 5 6 8 -9 -10 -11 -12
leaf_value=-0.0067615370116849991 0.0068540313886771426 -0.0063754936734787748 -0.004549693782458555 0.0086865884597655194 -0.0040765300045746905 0.0047885189584621129 0.0027376647957946263 -0.012236805452931002 0.010630724210626883 0.011539131682960151 0
leaf_weight=57 76 56 75 86 68 78 1626 53 53 68 60
leaf_count=57 76 56 75 86 68 78 1626 53 53 68 60
internal_value=0 0.00253076 0.00275391 0.00238766 0.0026535 0.00237626 0.00261968 -0.00208588 0.00298789 0.00640585 0.003826
internal_weight=0 2299 2243 2039 1964 1878 1810 131 1679 204 136
internal_count=2356 2299 2243 2039 1964 1878 1810 131 1679 204 136
is_linear=0
shrinkage=0.16829


Tree=7084
num_leaves=30
num_cat=0
split_feature=1 13 123 12 15 13 49 43 15 12 43 0 1 15 12 49 124 159 1 1 12 0 12 456 15 1 156 0 12
split_gain=13.9132 1.80889 1.34312 1.07692 0.57622 0.586797 0.776666 0.538457 0.651697 0.484462 0.365439 0.707388 0.335405 0.282056 0.301723 0.254201 0.246607 0.209138 0.208926 0.37474 0.183766 0.167828 0.243186 0.16395 0.150616 0.100282 0.0829341 0.0806219 0.0530207
threshold=0.10752500000000002 -0.10899499999999999 0.083835000000000007 -0.010219999999999998 0.0056700000000000006 -0.077759999999999982 -0.0099749999999999978 -0.049364999999999992 -0.049279999999999997 0.083785000000000012 -0.079199999999999979 -0.075914999999999996 0.13630500000000004 0.091230000000000019 0.090045000000000014 0.09833500000000002 -0.062639999999999987 0.083310000000000009 1.0000000180025095e-35 0.093575000000000019 0.089300000000000004 -0.087344999999999992 0.085205000000000017 0.041000000000000002 -0.081479999999999983 0.092655000000000015 0.087465000000000015 -0.078269999999999992 0.092395000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 16 5 17 -7 8 15 -6 -5 -12 -2 21 -15 -8 -3 20 24 -20 23 -11 -23 26 -9 27 -1 -16 -24
right_child=1 3 -4 10 9 6 7 18 -10 13 11 -13 -14 14 25 -17 -18 -19 19 -21 -22 22 28 -25 -26 -27 -28 -29 -30
leaf_value=0.0015450470688554961 0.00049403997276205769 0.00068257385420615407 0.00090462854874745415 0.00071003993080390355 0.001635984075719174 0.00090137737370516791 0.0013789886060446791 0.0013605539328789701 0.0008202951718840148 0.0015801145871615575 0.00075173063371136608 0.0012119303265451242 0.00013005541719358514 0.0015200875157205455 0.0011040956773566513 0.0010977677845217704 0.00038423587776328694 0.001213910550932118 0.0016417723566982075 0.0013034795259722963 0.001259030757179906 0.0011891544980076124 0.0014145308189070808 0.001325749623556196 0.0011167847044283193 0.0013544862128199416 0.0013859874238452033 0.0012587157839118082 0.0015328648874594326
leaf_weight=145 54 69 81 56 89 76 77 66 54 73 62 90 57 58 59 68 55 75 62 89 74 52 252 88 52 81 55 127 60
leaf_count=145 54 69 81 56 89 76 77 66 54 73 62 90 57 58 59 68 55 75 62 89 74 52 252 88 52 81 55 127 60
internal_value=0 0.000672633 0.00132179 0.000794623 0.00134022 0.00128528 0.0012124 0.00126283 0.00113164 0.0014035 0.00093997 0.00102445 0.000307446 0.0013763 0.00130149 0.00124735 0.000550531 0.00137593 0.00135976 0.00144261 0.0014094 0.00143186 0.00140203 0.00144791 0.00125343 0.00125387 0.00150148 0.00120986 0.0014374
internal_weight=0 443 1913 332 1832 981 544 468 199 851 208 152 111 762 325 145 124 437 269 151 362 437 364 288 118 267 200 186 312
internal_count=2356 443 1913 332 1832 981 544 468 199 851 208 152 111 762 325 145 124 437 269 151 362 437 364 288 118 267 200 186 312
is_linear=0
shrinkage=0.0032998


Tree=7085
num_leaves=13
num_cat=0
split_feature=10 0 402 1447 1446 15 2 2 43 1210 402 16
split_gain=0.16572 0.239111 0.115182 0.0874408 0.111299 0.120355 0.0956649 0.138787 0.159215 0.112895 0.0696059 0.0648469
threshold=-1.0000000180025095e-35 -0.072364999999999985 0.13116000000000003 -0.085804999999999979 0.083715000000000026 -0.064999999999999988 -0.007134999999999999 0.088135000000000005 -0.14839499999999997 -1.0000000180025095e-35 -0.064959999999999976 -0.42004999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -5 8 -8 -10 -9 -12
right_child=2 -3 -4 4 5 -7 7 10 9 -11 11 -13
leaf_value=0.0048623051448432181 -0.0017924964757611748 -0.0099093563230567925 0.011035589077757252 -0.0027585058777675167 0.0028213929019821273 0.013152271551632356 0.012802365398445339 0.0068769992792019766 -0.00051997279943095508 0.005335768917827036 0.004968440929826564 0.001268216223156428
leaf_weight=61 85 63 59 69 59 71 72 87 108 658 162 797
leaf_count=61 85 63 59 69 59 71 72 87 108 658 162 797
internal_value=0 -0.00262816 0.00368494 0.00348407 0.00370025 0.00847746 0.00338134 0.00360716 0.00522261 0.00450781 0.00231123 0.00189515
internal_weight=0 124 2227 2168 2083 130 1953 1884 838 766 1046 959
internal_count=2351 124 2227 2168 2083 130 1953 1884 838 766 1046 959
is_linear=0
shrinkage=0.16829


Tree=7086
num_leaves=13
num_cat=0
split_feature=2 13 13 1447 2 2 402 13 48 16 48 16
split_gain=0.127871 0.200937 0.0864529 0.115031 0.0904212 0.0822934 0.136175 0.127375 0.0692606 0.145108 0.109784 0.0593182
threshold=0.16730000000000003 -0.16392499999999996 -0.13710499999999998 -0.085804999999999979 0.14106500000000002 0.091955000000000023 0.10874500000000002 0.11671500000000001 0.084260000000000015 -0.42004999999999992 0.097500000000000017 -0.10346499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 5 6 7 -5 9 -7 -10 -1
right_child=-2 2 3 4 -6 8 -8 -9 10 -11 -12 -13
leaf_value=-0.0075799551462041306 -0.0050044674313792104 0.0097250241699644909 -0.0030700556931767945 0.0032028423723677408 0.01010803265487196 0.0069282045722210209 0.011558633365080069 0.010563178435717181 0.010550387783979372 -0.00036572528727991488 0.001366279917767789 -6.2930510422100239e-05
leaf_weight=58 58 59 80 1138 56 93 65 71 60 454 97 62
leaf_count=58 58 59 80 1138 56 93 65 71 60 454 97 62
internal_value=0 0.00298563 0.00335627 0.00317767 0.00342429 0.00323415 0.00404217 0.00363657 0.00176936 0.000871092 0.00488757 -0.00371113
internal_weight=0 2293 2173 2114 2034 1978 1274 1209 704 547 157 120
internal_count=2351 2293 2173 2114 2034 1978 1274 1209 704 547 157 120
is_linear=0
shrinkage=0.16829


Tree=7087
num_leaves=12
num_cat=0
split_feature=3 156 16 13 16 474 14 475 16 0 4
split_gain=0.229422 0.090057 0.102334 0.171753 0.311291 0.130842 0.112557 0.144712 0.149578 0.26309 0.0225815
threshold=0.32329500000000005 0.10788500000000002 0.21684500000000004 -0.070529999999999995 0.51148500000000008 0.089190000000000005 0.076175000000000007 -0.085774999999999976 0.065440000000000012 0.0037850000000000002 -0.039459999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 -1 9 -9 -3
right_child=-2 10 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0056942702718974043 -0.0076118545238858318 0.0049807134648348524 0.0051091643207269635 -0.010709261314038902 0.0040678640032973216 -0.0042039658192482097 0.0097806183172456651 0.0032274416761244981 0.010132041428872007 -0.0061249369508343601 0.0098498543665682826
leaf_weight=55 64 61 89 90 73 73 68 1555 81 90 52
leaf_count=55 64 61 89 90 73 73 68 1555 81 90 52
internal_value=0 0.00259754 0.00235555 -0.000827661 -0.00408026 0.00277385 0.00305031 0.00279233 0.0030638 0.00271467 0.00723728
internal_weight=0 2287 2174 252 163 1922 1849 1781 1726 1645 113
internal_count=2351 2287 2174 252 163 1922 1849 1781 1726 1645 113
is_linear=0
shrinkage=0.16829


Tree=7088
num_leaves=19
num_cat=0
split_feature=4 12 13 42 12 4 0 16 150 15 15 16 160 13 13 457 15 15
split_gain=7.74949 2.19895 1.47033 0.977358 0.462172 0.375368 0.374933 0.362272 0.348821 0.374292 0.38537 0.193433 0.140506 0.122249 0.159189 0.130201 0.105237 0.0605084
threshold=0.30163500000000004 -0.011819999999999999 -0.16392499999999996 -0.0043149999999999994 0.13032500000000005 0.029980000000000003 -0.069389999999999993 -0.10654499999999999 0.081245000000000026 -0.42759999999999992 -0.50083499999999992 -0.096104999999999982 -1.0000000180025095e-35 0.031740000000000011 0.066460000000000019 0.080930000000000016 -0.070049999999999987 0.076335000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 11 -5 12 9 10 -2 17 -7 15 -15 -13 -9 -4
right_child=8 2 4 6 -6 7 -8 16 -10 -11 -12 13 -14 14 -16 -17 -18 -19
leaf_value=0.00067763359730518542 -5.2050199603930476e-05 0.00022511586023163832 0.00082075952939804049 0.00035426845352345846 0.00043045277565471933 0.00087783744985649832 0 0.0005943075219749887 0.00030528035085786257 -0.00013804660934798449 0.00032987791307270535 0.00077854049871081915 0.00065803834058938732 0.00052815610422929306 0.00073697651895498009 0.00063466777462404189 0.00039587799993464484 0.00097175851056189254
leaf_weight=68 55 63 67 70 52 55 61 61 62 89 60 1105 81 56 151 76 59 60
leaf_count=68 55 63 67 70 52 55 61 61 62 89 60 1105 81 56 151 76 59 60
internal_value=0 0.000686712 0.00072154 0.000356459 0.000738676 0.000747706 0.000189473 0.000630068 8.84809e-05 2.24182e-05 0.00014691 0.000767561 0.000747187 0.000756115 0.000680654 0.000769312 0.00049704 0.000892375
internal_weight=0 2085 1886 199 1823 1771 131 256 266 204 115 1515 136 1388 207 1181 120 127
internal_count=2351 2085 1886 199 1823 1771 131 256 266 204 115 1515 136 1388 207 1181 120 127
is_linear=0
shrinkage=0.0032998


Tree=7089
num_leaves=22
num_cat=0
split_feature=3 9 2 1 12 3 4 12 12 16 3 16 12 12 128 4 48 16 4 1 3
split_gain=0.183324 0.125387 0.083014 0.111095 0.155925 0.75767 0.210998 0.138986 0.116619 0.0787741 0.0739512 0.0725144 0.212609 0.125912 0.0867143 0.0675019 0.179706 0.065373 0.0630284 0.0711688 0.0617168
threshold=0.32329500000000005 -1.0000000180025095e-35 0.082295000000000021 0.078015000000000015 0.082295000000000021 -0.15680499999999997 -0.066894999999999982 0.083785000000000012 0.084115000000000009 0.19578000000000004 -0.082254999999999981 -0.0048099999999999992 0.089625000000000024 0.081810000000000008 0.095070000000000002 0.42953500000000006 0.083830000000000002 -0.0084099999999999991 -0.0076349999999999986 0.090485000000000024 -0.078484999999999985
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 -1 11 7 6 -6 -5 17 -9 10 -10 13 -13 -3 18 16 -8 -4 19 -15 -11
right_child=-2 2 3 4 5 -7 15 8 9 20 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0046783340429426687 -0.0064695244974531151 -0.0040398542309247288 0.011108010227603779 0.0094623298805525616 0.0051732702196720035 -0.019996503786534107 -0.0072752924317618086 -0.0052606341063747416 0.0020301039543617607 0.0023111362333570733 0.0051419816644350915 0.015636228119646527 0.0027295799123212847 0.0048780020151522078 -0.001354864760761774 0.0046161647398541518 0.0025174520240199348 0.0039757601083028598 0.0016972392627373546 0.011594183912138421 -0.0054440208300990875
leaf_weight=64 64 54 84 84 88 55 91 52 477 64 400 60 92 110 54 65 127 66 70 77 53
leaf_count=64 64 54 84 84 88 55 91 52 477 64 400 60 92 110 54 65 127 66 70 77 53
internal_value=0 0.00265498 0.00286691 0.00229873 0.00021527 -0.00449485 0.00205544 0.00318566 0.00249616 0.00290375 0.00345148 0.00473832 0.00783613 0.00344335 0.00474847 -0.000136718 -0.0015621 0.0079818 0.00603787 0.0076531 -0.00118653
internal_weight=0 2287 2223 1706 510 143 367 1196 1046 994 877 517 152 365 311 283 218 150 257 187 117
internal_count=2351 2287 2223 1706 510 143 367 1196 1046 994 877 517 152 365 311 283 218 150 257 187 117
is_linear=0
shrinkage=0.16829


Tree=7090
num_leaves=10
num_cat=0
split_feature=0 12 453 1420 11 3 1429 0 16
split_gain=0.100373 0.152815 0.0970846 0.0935021 0.0962633 0.243263 0.131773 0.0854271 0.0716657
threshold=0.14486500000000005 -0.14765999999999999 0.082930000000000018 -0.080064999999999983 0.083010000000000014 -0.1535 0.087865000000000013 -0.18901999999999997 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 -6
right_child=-2 2 -4 4 8 6 -8 -9 -10
leaf_value=0.011223014961747307 -0.0047500213756709962 0.0088037655045651239 0.0094341493268864911 -0.0094042252621539466 0.011139478464903603 0.0071223413773736921 -0.0061791464395288933 0.0019135820823843849 0.0023760978120730817
leaf_weight=55 56 57 52 55 54 94 55 1853 53
leaf_count=55 56 57 52 55 54 94 55 1853 53
internal_value=0 0.00244957 0.00223648 0.00206716 0.00188888 0.00163174 0.00193582 0.00216598 0.00681553
internal_weight=0 2328 2273 2221 2164 2057 2002 1947 107
internal_count=2384 2328 2273 2221 2164 2057 2002 1947 107
is_linear=0
shrinkage=0.16829


Tree=7091
num_leaves=22
num_cat=0
split_feature=2 12 475 150 151 49 2 0 43 2 2 0 133 0 43 0 49 43 133 475 15
split_gain=4.53465 2.16129 0.738339 0.986331 0.698773 0.714902 0.698486 0.499936 0.471644 0.341859 0.485763 0.379189 0.314971 0.302525 0.183304 0.182777 0.158627 0.127357 0.110209 0.105422 0.0892405
threshold=0.11461500000000001 -0.029844999999999997 -0.085684999999999997 0.082965000000000025 -0.033849999999999991 0.0060900000000000008 0.13538500000000001 -0.11327499999999999 -0.049914999999999994 0.064660000000000009 0.090115000000000015 -0.064539999999999986 0.087445000000000009 -0.0076699999999999989 -0.11278499999999998 -0.082654999999999992 0.076585000000000014 -0.040789999999999993 0.032620000000000003 -0.090954999999999994 -1.0000000180025095e-35
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 8 19 9 -2 6 -6 -5 12 11 14 15 -1 16 -11 20 -12 -17 -16 -3 -4
right_child=4 2 3 7 5 -7 -8 -9 -10 10 13 -13 -14 -15 18 17 -18 -19 -20 -21 -22
leaf_value=0.00082828519440327939 0.000431755521584064 0.0013343360559932437 0.0011271518156879318 0.0006409510554689883 0.00089838722304044348 0.0010291392438462547 0.00049086769557845039 0.0010389916547546829 0.0010503281715690586 0.0011254815696354998 0.0010550540349075093 0.00083233360889369652 0.00049811586576536482 0.0013263376000132222 0.0013288591249120665 0.0011223219266797099 0.0011874185054828966 0.0012963450473735597 0.0012279088159049588 0.0015353613559903607 0.000953085701338727
leaf_weight=78 68 76 70 53 87 101 98 101 59 86 296 53 54 78 355 107 158 89 197 52 68
leaf_count=78 68 76 70 53 87 101 98 101 59 86 296 53 54 78 355 107 158 89 197 52 68
internal_value=0 0.00113858 0.00117332 0.00115512 0.000733539 0.000805169 0.000682702 0.000902232 0.000803897 0.00118011 0.00120852 0.00109413 0.000693483 0.00113427 0.00127038 0.00113557 0.0011012 0.00120152 0.0012929 0.00141628 0.00104164
internal_weight=0 2030 1839 1711 354 286 185 154 191 1557 1170 387 132 532 638 334 454 196 552 128 138
internal_count=2384 2030 1839 1711 354 286 185 154 191 1557 1170 387 132 532 638 334 454 196 552 128 138
is_linear=0
shrinkage=0.0032998


Tree=7092
num_leaves=14
num_cat=0
split_feature=40 14 49 151 52 133 151 3 3 1212 160 1453 3
split_gain=0.141842 0.134301 0.114897 0.167081 0.241211 0.172986 0.146543 0.131552 0.212635 0.105534 0.0908633 0.080116 0.0760425
threshold=0.0046150000000000002 -0.10708499999999999 -0.015064999999999999 -0.083919999999999981 -0.067394999999999983 0.047025000000000004 -1.0000000180025095e-35 0.08734500000000002 0.12991000000000003 -0.121045 -0.53908999999999996 -0.049419999999999992 -0.18766499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 9 -9 -4 -11 -12 -13
right_child=-2 2 7 4 5 -7 -8 8 -10 10 11 12 -14
leaf_value=0.00915578522087028 -0.0059252782462110177 -0.006472145679446979 -0.0022809544083659595 0.0085830694069988847 0.00024733796275400085 0.0058429127120479193 -0.012353928912705682 -0.0086213379365945603 0.0043767028620290832 -0.0028817577209738904 -0.001474448864948707 -0.00083952944324725356 0.0046338854638480233
leaf_weight=95 52 88 82 98 52 52 52 67 76 54 69 75 1472
leaf_count=95 52 88 82 98 52 52 52 67 76 54 69 75 1472
internal_value=0 0.00295061 0.00268628 -0.000147737 0.00203632 -0.00206486 -0.00603602 0.0031987 -0.00170072 0.00359962 0.00388944 0.00411682 0.00436737
internal_weight=0 2332 2237 342 254 156 104 1895 143 1752 1670 1616 1547
internal_count=2384 2332 2237 342 254 156 104 1895 143 1752 1670 1616 1547
is_linear=0
shrinkage=0.16829


Tree=7093
num_leaves=21
num_cat=0
split_feature=1 4 2 124 1 4 1 156 2 0 3 16 1 16 159 159 4 403 2 42
split_gain=10.2767 1.3109 1.13042 0.775797 0.450951 0.424353 0.366643 0.266312 0.300285 0.448805 0.281667 0.391326 0.205766 0.169015 0.161177 0.221246 0.219816 0.137863 0.119752 0.112602
threshold=0.10732500000000002 0.41488500000000006 0.10746500000000002 -0.076779999999999987 0.12158500000000001 0.094510000000000025 0.118385 -0.031569999999999994 0.089625000000000024 -0.11471499999999998 -0.096099999999999977 0.15454000000000004 0.13869000000000004 -0.45516499999999999 -0.014214999999999998 -0.085534999999999986 -0.099704999999999974 -0.092059999999999989 0.12051500000000002 -0.081594999999999987
decision_type=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 -1 -3 7 -2 -5 14 -10 11 -11 -6 -7 15 -9 -16 -18 -4 -12
right_child=1 4 18 5 12 13 -8 8 9 10 19 -13 -14 -15 16 -17 17 -19 -20 -21
leaf_value=0.00086354057672987337 0.0011434570690185863 0.00062674293292032651 0.00065712313949835906 0.0013558457637068996 0.0001225677565712441 0.0011018052228511412 0.00078573920272130234 0.0012156525858427552 0.000821456341558672 0.00078285987404032602 0.0013142280284904836 0.001187187686380553 0.00039406545449415615 0.00087258888981693085 0.0014255239279574101 0.00095774108845776273 0.0011201184780247767 0.0012361078333922937 0.00045249143186738302 0.0011589432857994403
leaf_weight=95 65 55 53 97 58 81 62 92 52 52 63 54 65 66 60 63 145 632 81 393
leaf_count=95 65 55 53 97 58 81 62 92 52 52 63 54 65 66 60 63 145 632 81 393
internal_value=0 0.000596641 0.000745692 0.00115578 0.00037789 0.00117077 0.000969101 0.00118556 0.00117525 0.00111716 0.00114445 0.000989171 0.000266329 0.000999131 0.00121118 0.00111105 0.00122968 0.00121451 0.000533691 0.00118047
internal_weight=0 439 261 1945 178 1850 127 1703 1606 614 562 106 123 147 992 155 837 777 134 456
internal_count=2384 439 261 1945 178 1850 127 1703 1606 614 562 106 123 147 992 155 837 777 134 456
is_linear=0
shrinkage=0.0032998


Tree=7094
num_leaves=16
num_cat=0
split_feature=30 13 52 1429 156 156 52 13 13 42 1210 1210 132 13 0
split_gain=0.127165 0.0968995 0.245432 0.103052 0.120528 0.0918041 0.128608 0.0827899 0.153888 0.133423 0.0960161 0.143094 0.0709627 0.0564043 0.0529248
threshold=0.086065000000000016 0.039845000000000012 0.10855000000000002 0.087865000000000013 -1.0000000180025095e-35 0.0010500000000000004 0.024560000000000002 -0.092879999999999976 -0.47860499999999995 0.083585000000000007 -0.08453999999999999 -0.056299999999999996 0.095345000000000013 0.10935500000000002 -0.10803999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 6 13 8 -6 -10 -9 -12 -13 -3 -11
right_child=-2 2 -4 -5 7 -7 -8 10 9 14 11 12 -14 -15 -16
leaf_value=0.011129488408804355 -0.0049375104854910701 0.002545912729090207 -0.0088863333087497373 -0.0025660933054778867 0.0089356921891916366 0.0091258951831689507 0.0073349045638149736 -0.0016761397911566711 -0.006177165506472535 0.0060221610862943907 0.012878263581182648 0.0044883921283885228 -0.00047868556671594903 -0.003952007815866368 -0.00045699027911043366
leaf_weight=65 54 63 62 70 57 53 70 74 84 61 56 1350 86 94 85
leaf_count=65 54 63 62 70 57 53 70 74 84 61 56 1350 86 94 85
internal_value=0 0.00331036 0.00068733 0.0037607 0.00399254 0.00281363 0.00133193 0.00374122 0.0011051 -0.000827714 0.00422319 0.00451699 0.00418967 -0.00133312 0.00223775
internal_weight=0 2330 342 1988 1918 280 227 1853 287 230 1566 1492 1436 157 146
internal_count=2384 2330 342 1988 1918 280 227 1853 287 230 1566 1492 1436 157 146
is_linear=0
shrinkage=0.16829


Tree=7095
num_leaves=18
num_cat=0
split_feature=4 2 12 3 150 15 52 14 1446 12 52 3 2 12 16 42 52
split_gain=6.49041 1.59656 0.756461 0.521407 0.456975 0.788677 0.448255 0.44086 0.286859 0.221497 0.355606 0.256575 0.156073 0.150333 0.128502 0.121134 0.106878
threshold=0.30163500000000004 0.12051500000000002 -1.0000000180025095e-35 -0.048154999999999996 0.081245000000000026 -0.45726999999999995 -0.012164999999999999 0.062655000000000016 0.037915000000000011 0.083725000000000008 -0.092264999999999986 -0.14162499999999997 0.086165000000000005 -0.077034999999999978 -0.013529999999999999 0.090040000000000023 0.033770000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 5 13 -1 8 9 10 -4 -11 -12 -2 16 -13 -10
right_child=4 3 7 -5 -6 -7 -8 -9 14 11 12 15 -14 -15 -16 -17 -18
leaf_value=0.00046472470247031376 0.00023178427341643 0.00070471440045217994 0.00092086722133856999 0.00029248801318177011 0.00049339364299288231 -5.7296553896163841e-05 0.00079986715277811764 0.001097835213766255 0.00093013153545952053 0.001030077083239551 0.00076328304970040581 0.00084432740813123819 0.00054141715733175817 0.00048116584738125092 0.00084806056179240685 0.00077164772795021257 0.001139977628236772
leaf_weight=97 52 56 66 84 62 91 80 72 61 70 58 871 91 55 77 372 52
leaf_count=97 52 56 66 84 62 91 80 72 61 70 58 871 91 55 77 372 52
internal_value=0 0.000798673 0.000822929 0.00045763 0.000245879 0.000168197 0.000616401 0.000843331 0.000832645 0.000817448 0.000718079 0.000833692 0.000628018 0.0003603 0.000954674 0.000822604 0.00102701
internal_weight=0 2107 1967 140 260 198 177 1790 1718 1528 215 1313 149 107 190 1243 113
internal_count=2367 2107 1967 140 260 198 177 1790 1718 1528 215 1313 149 107 190 1243 113
is_linear=0
shrinkage=0.0032998


Tree=7096
num_leaves=16
num_cat=0
split_feature=15 15 49 13 2 13 42 157 41 150 16 13 13 2 52
split_gain=0.180503 0.216304 0.146595 0.149096 0.106855 0.18298 0.168586 0.150432 0.136229 0.0931515 0.0917471 0.124211 0.0863952 0.0752169 0.0629355
threshold=-0.26826999999999995 -0.4680149999999999 0.14774000000000004 0.26746000000000009 0.078405000000000016 -0.0097099999999999981 -0.012569999999999998 -0.0093199999999999967 0.07831500000000001 0.10781 -0.090639999999999984 -0.050754999999999995 0.039845000000000012 0.089885000000000007 0.10160000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -2 9 12 -9 -12 14 -14 -6
right_child=2 -3 -4 -5 8 6 -8 10 -10 -11 11 -13 13 -15 -16
leaf_value=0.003457535364725896 -0.0050501712711006775 -0.0082029520529041198 -0.0051692016376368478 0.012292959619596231 0.0038265501579928299 0.00088250951764360958 -0.011046917200941581 0.0099805642812780607 0.010872378942818948 -0.0018073421183095694 0.00064455010144482555 0.0097429257597361468 -0.0047599066336465497 0.0025799050386667586 0.006899929907994878
leaf_weight=91 54 89 57 53 985 79 58 69 76 86 169 57 53 155 236
leaf_count=91 54 89 57 53 985 79 58 69 76 86 169 57 53 155 236
internal_value=0 -0.00229795 0.00324075 0.00346664 0.00324055 0.00105148 -0.00415479 0.00310035 0.00390812 0.00355757 0.0045984 0.00294722 0.0038817 0.000701027 0.00442206
internal_weight=0 180 2187 2130 2077 486 137 349 1591 1515 295 226 1429 208 1221
internal_count=2367 180 2187 2130 2077 486 137 349 1591 1515 295 226 1429 208 1221
is_linear=0
shrinkage=0.16829


Tree=7097
num_leaves=19
num_cat=0
split_feature=1 403 1429 16 151 12 403 1186 15 160 15 15 16 49 484 52 157 52
split_gain=0.175781 0.178563 0.142337 0.141463 0.189638 0.134481 0.126825 0.121062 0.0914656 0.136079 0.154021 0.192556 0.123914 0.0884952 0.134093 0.0932856 0.0803022 0.0409527
threshold=0.089625000000000024 -0.097479999999999997 0.086825000000000013 -0.50942999999999994 -0.073794999999999986 -0.050214999999999989 -0.15323999999999996 0.049580000000000006 0.117775 -0.24191499999999996 -0.47252999999999995 -0.2987999999999999 -0.090639999999999984 0.11580500000000001 0.087150000000000019 0.40945500000000007 -0.078969999999999985 0.044705000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 -2 -3 17 13 9 -5 -11 -12 -13 14 15 -7 -14 -1
right_child=3 2 -4 8 -6 7 -8 -9 -10 10 11 12 16 -15 -16 -17 -18 -19
leaf_value=-0.0019611140672429221 -0.00085449017557474416 0.012109809846738727 0.011740530111153372 -0.0086287377570326042 0.013487692318352167 0.0032435050024162675 -0.0082181651415693929 0.011211881065911753 0.0063075546208800218 0.0086646507479896783 -0.0082601307020271075 0.0061313498362641078 -0.0061357146620360939 -0.0030734148796435082 0.0096610848096432798 -0.0037689234801805476 0.00014464629622096549 0.0034080908712868321
leaf_weight=66 52 53 68 58 52 877 52 54 55 52 86 87 68 63 89 57 376 102
leaf_count=66 52 53 68 58 52 877 52 54 55 52 86 87 68 63 89 57 376 102
internal_value=0 0.00346671 0.00423882 0.00046744 0.00629933 0.00380972 -0.000950695 0.00342226 -0.000305859 -0.000808657 -0.000127998 -0.000871943 0.000321254 0.00303328 0.00341111 0.00281363 -0.000813164 0.00128807
internal_weight=0 1481 1261 886 104 1193 220 1140 782 727 669 617 531 1086 1023 934 444 168
internal_count=2367 1481 1261 886 104 1193 220 1140 782 727 669 617 531 1086 1023 934 444 168
is_linear=0
shrinkage=0.16829


Tree=7098
num_leaves=11
num_cat=0
split_feature=3 4 41 123 13 13 457 48 13 4
split_gain=0.149561 0.141133 0.112174 0.0907444 0.0791817 0.105266 0.0934072 0.133714 0.0904612 0.097207
threshold=0.32329500000000005 -0.51381999999999983 0.089005000000000015 0.09338500000000001 0.26746000000000009 0.055020000000000006 0.10259500000000001 -0.082959999999999992 0.095655000000000018 -0.049024999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -7 -10
right_child=-2 2 -4 -5 -6 8 -8 -9 9 -11
leaf_value=0.010607472498414301 -0.0059409281492448559 0.010643338061643522 0.0093480286274098875 -0.0046135878166925085 0.0084570922736980792 -0.0056096507968483814 -0.004503261482940446 0.0022028742749140681 0.004549118306190026 -0.0036000015559553055
leaf_weight=55 66 55 57 61 52 92 56 1705 94 74
leaf_count=55 66 55 57 61 52 92 56 1705 94 74
internal_value=0 0.00217758 0.00197035 0.00177742 0.00196147 0.0017979 0.00225171 0.00246766 -0.00136489 0.000948931
internal_weight=0 2301 2246 2189 2128 2076 1816 1760 260 168
internal_count=2367 2301 2246 2189 2128 2076 1816 1760 260 168
is_linear=0
shrinkage=0.16829


Tree=7099
num_leaves=12
num_cat=0
split_feature=3 1375 4 160 147 4 51 15 402 3 15
split_gain=0.103605 0.104632 0.0930559 0.0822922 0.0692049 0.113599 0.113559 0.152669 0.0735838 0.0757699 0.0651766
threshold=0.37720000000000004 -0.14438999999999999 -0.51381999999999983 -0.54119499999999987 0.085610000000000006 -0.0025749999999999996 0.11524000000000002 -0.073404999999999984 -0.09849999999999999 -0.082404999999999992 -0.24269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 8 -8 9 -5 -10
right_child=-2 2 3 4 5 -7 7 -9 10 -11 -12
leaf_value=-0.005650574981868715 -0.0052158511398728725 0.0088223437208504781 0.0081812080632875026 -0.0070359915080950479 0.010599917734526652 0.00042200345644488054 0.0011984020667252064 -0.010469908953669678 -0.0014585093578581019 0.00091344439071785175 0.0023458827298725089
leaf_weight=52 61 55 56 52 62 63 81 52 138 97 1598
leaf_count=52 61 55 56 52 62 63 81 52 138 97 1598
internal_value=0 0.00180387 0.00197665 0.00180461 0.00163714 0.00548462 0.00139793 -0.00335014 0.00173389 -0.0018488 0.00204242
internal_weight=0 2306 2254 2199 2143 125 2018 133 1885 149 1736
internal_count=2367 2306 2254 2199 2143 125 2018 133 1885 149 1736
is_linear=0
shrinkage=0.16829


Tree=7100
num_leaves=23
num_cat=0
split_feature=4 12 150 12 2 2 14 16 2 12 43 15 13 13 481 12 51 16 15 42 13 133
split_gain=12.9059 2.87766 1.16248 1.0837 0.796518 1.31381 0.672647 1.13307 0.609574 0.351832 0.422154 0.3133 0.214315 0.195587 0.174299 0.17208 0.162064 0.150075 0.157868 0.101981 0.0918044 0.04146
threshold=0.30163500000000004 1.0000000180025095e-35 0.086615000000000011 0.092495000000000008 0.10613000000000002 0.074875000000000011 -0.42214499999999994 -0.44470499999999996 0.12358500000000001 0.082530000000000006 0.0066850000000000008 -1.0000000180025095e-35 -0.067909999999999984 -0.009244999999999998 -0.086219999999999977 0.083885000000000015 0.098415000000000016 -0.073774999999999993 -0.074959999999999985 0.091010000000000021 0.087005000000000013 0.11899000000000001
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 2 4 9 5 -1 -2 13 16 -3 14 -7 -12 -8 -11 -16 17 21 -19 -17 -20 -5
right_child=6 3 -4 8 -6 11 7 -9 -10 10 12 -13 -14 -15 15 19 -18 18 20 -21 -22 -23
leaf_value=0.00078945580079153952 0.00072608708613527842 0.0016027529596606279 0.00063284883367932109 0.0013468829454979048 0.00081264636806044821 0.0011979306401054333 0.00036126705542574827 -8.9722856413358137e-05 0.0008233618892001819 0.0011758013304088888 0.0009702191395746366 0.0014958434155310245 0.0012734076696959309 0.00061677850717776594 0.0015363301699002417 0.0013331602489207856 0.0010360098801981568 0.0013423345828252854 0.0011147311201046139 0.0014651683725160774 0.00127004506015068 0.001234312095414777
leaf_weight=71 56 53 90 95 102 89 74 54 53 63 52 71 53 60 59 680 65 54 241 77 55 78
leaf_count=71 56 53 90 95 102 89 74 54 53 63 52 71 53 60 59 680 65 54 241 77 55 78
internal_value=0 0.00121015 0.000966571 0.00127153 0.00105666 0.00116425 0.000408162 0.000313274 0.00116444 0.00133769 0.00132338 0.00133035 0.00112359 0.000475938 0.0013472 0.00136039 0.00119513 0.00121484 0.00117445 0.00134663 0.00114371 0.00129633
internal_weight=0 2101 423 1678 333 231 244 188 641 1037 984 160 105 134 879 816 588 523 350 757 296 173
internal_count=2345 2101 423 1678 333 231 244 188 641 1037 984 160 105 134 879 816 588 523 350 757 296 173
is_linear=0
shrinkage=0.0032998


Tree=7101
num_leaves=24
num_cat=0
split_feature=4 12 12 150 160 123 51 52 16 42 1456 484 51 51 47 16 52 16 4 4 16 4 50
split_gain=5.6877 1.71102 0.457776 0.413217 0.397299 0.282115 0.235057 0.201242 0.209704 0.160156 0.12629 0.141728 0.295672 0.136598 0.126145 0.123709 0.0875383 0.0858904 0.0685377 0.0603244 0.0455799 0.0766111 0.0271464
threshold=0.30163500000000004 1.0000000180025095e-35 0.092495000000000008 0.083435000000000023 -1.0000000180025095e-35 1.0000000180025095e-35 0.093135000000000009 -0.091784999999999992 -0.061394999999999998 0.12253000000000001 -0.088304999999999981 0.057755000000000008 -0.084909999999999985 -0.025359999999999997 0.08265500000000002 -0.42004999999999992 -0.085009999999999988 -0.081354999999999983 0.053255000000000004 0.41816000000000003 -0.073309999999999986 -0.029369999999999997 0.090980000000000019
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=1 3 6 5 -2 7 10 -1 -9 14 -3 13 -13 -12 18 19 -5 -15 20 -6 22 -22 -4
right_child=4 2 9 16 15 -7 -8 8 -10 -11 11 12 -14 17 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.00091065564097017767 0.00050416261102489307 0.0010684146587290277 0.00095635542957692599 0.00059009390334342825 0.00019393846116580571 0.00052491255232290908 0.0011118692980530104 0.00085983238218125229 0.00060394221550815527 0.00063722333268019103 0.0010339932739622879 0.00060561721815826839 0.00094849863094296539 0.00093767962400072215 0.00071344612929540789 8.2383050039274767e-05 0.00041265045339914177 0.00086211603688300816 0.0007481056906635461 0.00034684213674848931 0.00080876967159698959 0.0009392572629329342 0.00085115364594708293
leaf_weight=76 74 55 87 55 55 67 70 57 95 54 100 52 60 358 92 54 73 342 68 61 219 69 52
leaf_count=76 74 55 87 55 55 67 70 57 95 54 100 52 60 358 92 54 73 342 68 61 219 69 52
internal_value=0 0.000834484 0.000881822 0.000646616 0.000301993 0.000714812 0.000924917 0.000770462 0.000700133 0.000812047 0.000911348 0.000901837 0.000789618 0.000917503 0.000828069 0.000213783 0.000489171 0.000900812 0.000849302 0.000274648 0.000865335 0.000840155 0.000917253
internal_weight=0 2101 1678 423 244 295 1037 228 152 641 967 912 112 800 587 170 128 700 495 116 427 288 139
internal_count=2345 2101 1678 423 244 295 1037 228 152 641 967 912 112 800 587 170 128 700 495 116 427 288 139
is_linear=0
shrinkage=0.0032998


Tree=7102
num_leaves=20
num_cat=0
split_feature=43 49 2 3 3 3 12 2 1447 2 12 475 4 1455 2 49 12 43 43
split_gain=0.175755 0.102018 0.0951157 0.116066 0.14917 0.0976179 0.155667 0.0918283 0.103614 0.116728 0.193912 0.125224 0.123101 0.121723 0.0905705 0.0876496 0.086405 0.0681314 0.0278412
threshold=-0.00027999999999999998 0.11843000000000002 0.14363500000000004 0.12991000000000003 0.10323000000000002 0.0065900000000000012 0.08401500000000002 -0.007134999999999999 -0.085024999999999989 0.106035 0.083885000000000015 -0.084894999999999984 -0.0099999999999999985 0.083760000000000015 0.11215000000000001 -0.015974999999999996 0.099815000000000015 -0.09583499999999999 -0.077604999999999993
decision_type=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 -1 -9 10 12 -12 -10 15 -11 -13 -8 -16 -19
right_child=1 -3 -4 -5 -6 -7 16 8 9 14 11 13 -14 -15 17 -17 -18 18 -20
leaf_value=-0.001673784749687142 -0.0066204650207356639 0.0073528018212295982 -0.0067472175304713108 0.0070638980281503257 -0.0079339377227673948 0.0055976737980060797 0.0027411430586549599 -0.0013810888926743671 0.014844878716928949 -0.0051234874808711852 -0.0037398110815956816 0.0097862055936151059 0.0055153168588582876 0.011946526838526398 0.0076625935761305379 0.0036644163203797754 -0.0030193524846683765 -0.0019747766530931639 0.0029914427391919403
leaf_weight=82 87 61 52 73 61 100 287 91 88 52 52 73 75 62 57 765 99 60 68
leaf_count=82 87 61 52 73 61 100 287 91 88 52 52 73 75 62 57 765 99 60 68
internal_value=0 0.000730662 0.00019608 0.000709302 -1.95444e-05 0.000819865 -0.000186445 0.00378887 0.00410054 0.00447082 0.00519217 0.00427068 0.0105632 0.0047355 0.00106954 0.00419984 0.00125906 0.00282 0.000649492
internal_weight=0 820 759 707 634 573 473 1525 1443 1352 1115 952 163 900 237 838 386 185 128
internal_count=2345 820 759 707 634 573 473 1525 1443 1352 1115 952 163 900 237 838 386 185 128
is_linear=0
shrinkage=0.16829


Tree=7103
num_leaves=21
num_cat=0
split_feature=4 2 1 12 1 1 1427 12 43 150 4 4 43 402 43 4 2 4 13 49
split_gain=6.10155 2.02939 0.942509 0.859551 0.635538 0.500958 0.291041 0.279292 0.230784 0.218397 0.170889 0.358892 0.149696 0.147577 0.12838 0.186952 0.120112 0.10231 0.107311 0.0263218
threshold=0.30163500000000004 0.11982500000000001 0.14310500000000001 1.0000000180025095e-35 0.10574000000000001 0.088595000000000021 0.082260000000000014 0.090045000000000014 0.0077000000000000011 0.083680000000000018 -0.0058549999999999991 -0.17689999999999997 -0.072864999999999985 0.088375000000000023 -0.11227499999999999 0.029980000000000003 0.11923000000000002 -0.0018299999999999998 -0.09113499999999998 0.0049050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 9 -3 7 8 17 10 11 -1 -2 14 -9 -16 -14 18 -5 -19
right_child=2 5 -4 6 -6 -7 -8 13 -10 -11 -12 -13 16 -15 15 -17 -18 19 -20 -21
leaf_value=0.00099938974082402587 0.00030526100419854665 0.00068602725938271645 -6.6306498352273048e-05 0.0011057425157715009 0.00053469077593087879 0.0002841804015370171 0.0011837114144322754 0.00075399239462870915 0.00081871680435558294 0.00067983831145975262 0.0010234635524550653 0.0006261402500212696 0.00040694448817857196 0.0010257194328184517 0.00091390327721570306 0.00075178628690265913 0.00061438149404414294 0.0010327721737096195 0.00096079959750909301 0.0011504531193835426
leaf_weight=59 66 69 52 66 100 67 52 97 96 66 78 55 69 74 474 96 57 53 547 52
leaf_count=59 66 69 52 66 100 67 52 97 96 66 78 55 69 74 474 96 57 53 547 52
internal_value=0 0.000878705 0.000327186 0.000905706 0.00075897 0.000488318 0.000938373 0.000930146 0.00097277 0.000845763 0.000902616 0.000819622 0.000433941 0.000883276 0.00086742 0.000886661 0.000501065 0.000993318 0.000976463 0.00109139
internal_weight=0 2101 244 1965 358 136 1607 1555 814 258 192 114 192 741 667 570 126 718 613 105
internal_count=2345 2101 244 1965 358 136 1607 1555 814 258 192 114 192 741 667 570 126 718 613 105
is_linear=0
shrinkage=0.0032998


Tree=7104
num_leaves=27
num_cat=0
split_feature=1 52 52 2 0 2 1 2 12 0 0 0 0 15 12 15 40 0 2 12 15 0 394 133 15 0
split_gain=6.35161 1.84925 1.09621 0.557453 0.471894 0.394371 0.355888 0.453474 0.432587 0.374781 0.291903 0.444567 0.198577 0.186678 0.170958 0.144796 0.123162 0.120904 0.108924 0.102471 0.081171 0.0739432 0.0703957 0.0573465 0.0269041 0.018423
threshold=0.10141500000000002 -0.29521499999999995 0.12469000000000001 0.106285 -0.0042749999999999993 0.106285 0.089790000000000023 0.090050000000000005 0.090135000000000007 -0.030209999999999997 -0.14989499999999997 -0.10490499999999998 -0.068214999999999984 -0.050699999999999995 -0.054684999999999991 -0.069404999999999981 -0.037979999999999993 -0.073674999999999977 0.11626500000000002 0.090465000000000004 -0.25061999999999995 -0.078209999999999988 -0.079154999999999989 -0.020484999999999996 -0.079109999999999986 -0.079724999999999976
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=3 -2 4 6 5 14 8 17 9 10 -1 -12 23 -5 -3 16 -7 19 -15 -8 -18 -21 -13 -10 -25 -26
right_child=1 2 -4 13 -6 15 7 -9 12 -11 11 22 -14 18 -16 -17 20 -19 -20 21 -22 -23 -24 24 25 -27
leaf_value=0.001283037137844319 0.0010582084635833977 0.00053127056960399041 0.00088284155759974566 0.00094455801047650678 0.00020722215660465924 0.00033741326227890883 0.0011392119627474618 0.00063150538058906849 0.0010523254382102407 0.0013547873074764396 0.00076835507867690947 0.0011718220690633721 0.00076222125321518243 0.00084802641422872802 0.00079351516104771494 0.00027362307045688085 0.00063016158438481513 0.00083952825884458235 0.0006376770435419872 0.0008675216796731897 0.00044966680854093048 0.0010498709380300701 0.0010593428378410563 0.0010240704842707513 0.00089069535373973135 0.0009661667843272535
leaf_weight=64 81 55 76 99 72 53 57 52 97 53 58 74 54 57 56 55 52 55 55 52 62 53 661 54 87 101
leaf_count=64 81 55 76 99 72 53 57 52 97 53 58 74 54 57 56 55 52 55 55 52 62 53 661 54 87 101
internal_value=0 0.000596529 0.000518709 0.00099902 0.000450291 0.000502741 0.0010205 0.000910196 0.00104325 0.00108304 0.00106619 0.00104865 0.000951017 0.000838822 0.000663892 0.000422007 0.000470665 0.000976816 0.000745044 0.00102321 0.000532307 0.0009599 0.00107072 0.000980986 0.000952246 0.000931429
internal_weight=0 562 481 1783 405 333 1572 269 1303 910 857 793 393 211 111 222 167 217 112 162 114 105 735 339 242 188
internal_count=2345 562 481 1783 405 333 1572 269 1303 910 857 793 393 211 111 222 167 217 112 162 114 105 735 339 242 188
is_linear=0
shrinkage=0.0032998


Tree=7105
num_leaves=30
num_cat=0
split_feature=1 52 484 1 2 0 2 0 4 0 1 43 4 43 52 43 2 160 160 42 52 0 1 2 160 52 42 42 13
split_gain=8.17649 1.2741 0.923767 0.638287 0.539825 0.531371 0.528142 0.486429 0.324838 0.562962 0.236132 0.270276 0.234599 0.233103 0.152237 0.308363 0.198474 0.141189 0.139358 0.119676 0.175256 0.0966184 0.0876686 0.067797 0.0656787 0.0623667 0.0776723 0.0616965 0.0405705
threshold=0.10538500000000002 -0.40011499999999994 -1.0000000180025095e-35 0.089625000000000024 -1.0000000180025095e-35 -0.092514999999999986 0.10713500000000002 0.053930000000000006 -0.057539999999999994 -0.087344999999999992 0.14262000000000002 -0.0068249999999999986 0.36766000000000004 -0.081694999999999976 -0.015319999999999999 -0.082739999999999994 0.085075000000000026 -0.012955 -0.022594999999999997 0.083835000000000007 0.044705000000000002 -0.098524999999999988 0.09227500000000001 0.08920500000000002 -0.088854999999999976 0.096795000000000006 -0.091904999999999987 0.087525000000000006 -0.07150999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 -4 -5 -6 8 9 21 11 -8 -13 -7 15 23 -16 -11 -17 20 -18 -1 -15 -10 -21 26 -19 -24 -20
right_child=1 2 4 5 6 13 10 -9 14 17 -12 12 -14 22 16 18 19 25 28 24 -22 -23 27 -25 -26 -27 -28 -29 -30
leaf_value=0.0015545062473963733 0.0011574019794925131 0.001013158503237943 0.00033227021087738648 0.00081949615877120242 0.00092577407193816027 0.00092813534069795841 0.00046322836185615441 0.00086018300265414788 0.0011325516207899085 0.0010813213758252428 0.00036228950488295328 0.00087826000550782506 0.00058348610363799513 0.0010440557540487394 0.0013704893562479982 0.00085339590081963922 0.00093562057878766403 0.0011428623886309455 0.0011216137565917236 0.0012799946371433125 0.0011694306378487349 0.0013580582089957457 0.0012752898597728308 0.0012782298585214558 0.0011528327142618815 0.0011321960438572822 0.0012648908301208749 0.0011287504591336343 0.0010019802144575337
leaf_weight=54 53 56 89 103 53 66 80 52 84 101 52 53 69 57 56 53 57 79 65 90 100 67 72 72 110 80 303 69 81
leaf_count=54 53 56 89 103 53 66 80 52 84 101 52 53 69 57 56 53 57 79 65 90 100 67 72 72 110 80 303 69 81
internal_value=0 0.000672613 0.00061569 0.00114597 0.000559394 0.00102186 0.000625122 0.00117624 0.00118753 0.00124042 0.000562249 0.00061355 0.000711832 0.00110068 0.00114038 0.00108902 0.00118444 0.00119617 0.00100184 0.00115515 0.00108477 0.00144602 0.00115801 0.00120001 0.00121023 0.0012212 0.00123975 0.00120383 0.00105548
internal_weight=0 505 452 1871 396 367 307 1504 1452 684 254 202 122 264 768 355 413 563 199 357 157 121 198 156 200 462 382 141 146
internal_count=2376 505 452 1871 396 367 307 1504 1452 684 254 202 122 264 768 355 413 563 199 357 157 121 198 156 200 462 382 141 146
is_linear=0
shrinkage=0.0032998


Tree=7106
num_leaves=14
num_cat=0
split_feature=9 13 3 14 0 3 15 51 151 12 52 15 0
split_gain=0.170536 0.164004 0.153614 0.112268 0.0920309 0.0841479 0.17136 0.103414 0.0955573 0.0872286 0.0685676 0.0640614 0.0510039
threshold=-1.0000000180025095e-35 -0.16392499999999996 0.10449500000000002 0.023790000000000002 -0.12608499999999997 -0.026769999999999999 -1.0000000180025095e-35 -0.020604999999999995 0.032230000000000009 0.11486500000000001 0.11110500000000002 -0.047974999999999997 -0.092114999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 5 -2 8 7 -7 9 10 -3 -11 -9
right_child=1 2 -4 -5 -6 6 -8 12 -10 11 -12 -13 -14
leaf_value=-0.0036429464638360141 -0.0050294562520375235 0.00505189859529753 0.011710952797526163 0.011199988285519219 0.0037651575795931975 -0.006870089927994507 0.0094089157569635321 0.0038239471137254378 0.012070535197875255 0.013785222930888652 0.0021016378326069048 0.0053528556978377573 -0.0023559782235817056
leaf_weight=69 71 1279 98 77 64 52 67 111 54 52 273 52 57
leaf_count=69 71 1279 98 77 64 52 67 111 54 52 273 52 57
internal_value=0 0.00483319 0.00518706 0.00487793 -0.00084685 0.00463326 0.00195653 -0.000304897 0.00508146 0.00485247 0.0045341 0.00958631 0.00171649
internal_weight=0 2307 2172 2074 135 1997 287 220 1710 1656 1552 104 168
internal_count=2376 2307 2172 2074 135 1997 287 220 1710 1656 1552 104 168
is_linear=0
shrinkage=0.16829


Tree=7107
num_leaves=12
num_cat=0
split_feature=4 3 123 2 3 14 15 52 376 47 484
split_gain=5.21073 2.62661 2.4328 0.734131 0.546174 0.4952 0.369147 0.350502 0.323032 0.272393 0.21166
threshold=0.30163500000000004 0.30112000000000005 1.0000000180025095e-35 0.13880500000000004 0.13772500000000001 0.076175000000000007 -0.42759999999999992 -0.56226999999999994 0.083960000000000021 0.11227500000000001 -0.084954999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 -2 -1 -4 10 -9
right_child=4 -3 8 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=0.0014075506813125119 0.00082467472940688489 0.00035942241585962454 0.00082386657078677898 0.00077838707074262884 0.00031794592119203274 0.0014253752543240364 0.00054081740567549013 0.00125971662797304 0.00047916888292939819 0.0009248121244072433 0.0011288029041232794
leaf_weight=53 99 52 61 60 59 70 103 153 59 68 1539
leaf_count=53 99 52 61 60 59 70 103 153 59 68 1539
internal_value=0 0.00109287 0.00111134 0.00113953 0.000598376 0.00115102 0.00068011 0.00114041 0.000654684 0.00113234 0.00114066
internal_weight=0 2115 2063 1943 261 1883 202 1813 120 1760 1692
internal_count=2376 2115 2063 1943 261 1883 202 1813 120 1760 1692
is_linear=0
shrinkage=0.0032998


Tree=7108
num_leaves=21
num_cat=0
split_feature=2 9 13 2 160 2 15 15 1447 160 15 13 2 4 51 1212 1212 157 157 13
split_gain=0.133511 0.141245 0.0950361 0.139471 0.12562 0.102222 0.0880211 0.147204 0.0792125 0.0926939 0.196799 0.117376 0.0760191 0.0609804 0.0599676 0.0555144 0.0641351 0.054766 0.0512477 0.0504235
threshold=-0.14400499999999997 -1.0000000180025095e-35 -0.00016499999999999997 0.12901000000000004 1.0000000180025095e-35 0.10859000000000001 -0.0015749999999999998 -0.047584999999999995 -0.086059999999999984 -0.019794999999999997 -1.0000000180025095e-35 -0.081029999999999977 0.093200000000000019 -0.07878499999999998 -0.0084899999999999993 -0.14780999999999997 -0.064959999999999976 -0.077234999999999984 -0.073574999999999988 -0.08731499999999999
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 -2 8 4 5 6 7 -4 -3 10 14 -12 -6 -8 17 -11 -17 -10 -18 -16
right_child=1 2 3 -5 12 -7 13 -9 9 15 11 -13 -14 -15 19 16 18 -19 -20 -21
leaf_value=-0.0030222119990347138 -0.0026700831373339365 0.0097962746697054879 0.0070763739131070851 0.013433937216716926 0.0065884637144182617 0 0.0064535243330472222 -0.0038818061264853957 0.0047605187689954793 -0.00032929369057531132 -0.0086779287641728306 0.0015760981418778087 0.015728932200734347 0.01288847977369869 0.0027822443149446078 0.010903938047500032 0.0099266613287305495 -0.0015113119094500266 0.0045591488727004898 0.0093477379095766068
leaf_weight=63 69 72 86 78 53 103 185 58 91 54 64 62 52 55 55 53 54 69 913 87
leaf_count=63 69 72 86 78 53 103 185 58 91 54 64 62 52 55 55 53 54 69 913 87
internal_value=0 0.0048126 0.00504348 0.00672696 0.00584023 0.00469555 0.0059583 0.00265019 0.00432574 0.00406231 0.00196105 -0.00361804 0.0111323 0.00793569 0.0042947 0.00489801 0.00517651 0.00204456 0.00486074 0.00681742
internal_weight=0 2313 2244 670 592 487 384 144 1574 1502 428 126 105 240 302 1074 1020 160 967 142
internal_count=2376 2313 2244 670 592 487 384 144 1574 1502 428 126 105 240 302 1074 1020 160 967 142
is_linear=0
shrinkage=0.16829


Tree=7109
num_leaves=27
num_cat=0
split_feature=1 3 10 13 3 1 16 12 16 12 0 47 12 4 43 159 4 133 1 43 1 16 1 0 49 13
split_gain=7.75853 1.43001 0.752682 0.731039 1.03773 0.63101 0.625206 0.515889 0.379811 0.275448 0.283815 0.281644 0.246044 0.177705 0.174303 0.19322 0.20862 0.15535 0.13511 0.130562 0.0915947 0.0831945 0.0703596 0.054579 0.0490964 0.0394107
threshold=0.10491000000000002 -0.046329999999999989 -1.0000000180025095e-35 -0.28558999999999996 0.088465000000000002 0.089710000000000026 -0.23071499999999998 -0.016554999999999997 -0.082354999999999984 0.091475000000000015 -0.061204999999999989 0.079855000000000023 0.09697500000000002 -0.0086449999999999982 -0.15924499999999997 0.04105000000000001 -0.085574999999999984 -0.00027499999999999996 0.085265000000000021 -0.081414999999999987 0.096575000000000008 -0.080119999999999983 0.092415000000000011 -0.080869999999999984 0.09567500000000001 -0.050754999999999995
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 6 -3 -4 -5 9 -2 -7 -9 11 13 14 -8 17 -1 16 21 -11 -18 -17 22 -16 -10 -19 -15 -25
right_child=1 2 3 4 -6 7 12 8 20 10 -12 -13 -14 24 15 19 18 23 -20 -21 -22 -23 -24 25 -26 -27
leaf_value=0.00089975431422669003 0.0005647112847337423 0.00014642218462833975 0.00026659863604389783 0.00042620677934466123 0.00092689369467792969 0.00062150395547892832 0.001134227047910852 0.00075451583696206788 0.001062343226975208 0.0012509922039642149 0.00084960070145011614 0.0012878880657087599 0.00082640009804148045 0.0010225939022084692 0.0011727982236305963 0.00086809255838082725 0.0011168507926171212 0.0011431243168802444 0.00098188774898874047 0.0010751051395935021 0.0011324590479135808 0.0013449830870228136 0.00091641382524277357 0.0010842969492606256 0.00088843792797635023 0.00095313315634259035
leaf_weight=52 67 68 77 101 82 54 53 68 78 62 99 87 64 64 91 61 510 57 102 81 78 53 79 52 70 66
leaf_count=52 67 68 77 101 82 54 53 68 78 62 99 87 64 64 91 61 510 57 102 81 78 53 79 52 70 66
internal_value=0 0.000587085 0.000456228 0.000537118 0.000650751 0.00104588 0.000820162 0.00092045 0.000973611 0.00107556 0.00100844 0.00110595 0.000966144 0.00105073 0.00108925 0.00110019 0.00112151 0.00110597 0.00109441 0.000986425 0.00103686 0.00123642 0.000989138 0.00105439 0.000952775 0.00101123
internal_weight=0 512 328 260 183 1864 184 357 303 1507 470 1037 117 371 950 898 756 237 612 142 235 144 157 175 134 118
internal_count=2376 512 328 260 183 1864 184 357 303 1507 470 1037 117 371 950 898 756 237 612 142 235 144 157 175 134 118
is_linear=0
shrinkage=0.0032998


Tree=7110
num_leaves=26
num_cat=0
split_feature=1 52 1 52 0 1 0 0 16 13 0 1454 0 13 1212 150 0 160 0 13 151 16 0 16 0
split_gain=5.87252 1.63811 0.706354 0.454691 0.446031 0.41318 0.461821 0.418421 0.279484 0.179773 0.172102 0.120237 0.0960839 0.17725 0.130683 0.0860487 0.0796547 0.071723 0.0927249 0.076151 0.0646421 0.0542087 0.0771699 0.0810857 0.0522624
threshold=0.10141500000000002 -0.41304999999999997 0.12450500000000002 -0.023474999999999996 -0.12118 0.086920000000000011 -0.08095999999999999 -0.12118 -0.41163499999999992 -0.080724999999999977 -0.060199999999999997 0.07931500000000001 -0.14097999999999997 -1.0000000180025095e-35 0.088495000000000018 0.083295000000000022 0.043875000000000004 -0.014989999999999998 -0.063109999999999986 0.0043500000000000006 -0.033849999999999991 0.0055300000000000011 -0.073399999999999979 -0.031434999999999998 -0.082824999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 20 -5 6 11 -7 -4 -8 -10 12 -1 14 15 -14 17 -11 19 -19 -3 22 23 24 -9
right_child=1 2 8 4 -6 7 9 21 10 16 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0012073978175943429 0.0010957821208678103 0.00043591019316612076 0.00030603833900325983 0.00061483831376915078 0.00094391031131408796 0.00070848240624983539 0.0011303500883719537 0.00092112934325933287 0.00067356484133522391 0.00084029898296996244 0.00041076779798426447 0.0012592129519549682 0.0010692438948088842 0.0009367893495486082 0.0012556721878011269 0.0011919138779863505 0.0010603733028669373 0.00096319975778071261 0.0010633069985897556 0.00081781601413320943 0.00059398343839263043 0.00090169056196176848 0.00089141322214719764 0.0011523173961118542 0.0010527871515189533
leaf_weight=77 78 52 99 86 96 73 71 63 58 85 53 53 537 86 56 77 62 133 68 62 69 72 52 55 89
leaf_count=77 78 52 99 86 96 73 71 63 58 85 53 53 537 86 56 77 62 133 68 62 69 72 52 55 89
internal_value=0 0.00064974 0.000581852 0.000683991 0.000788608 0.00102981 0.00105741 0.00093633 0.000434313 0.000974459 0.000548403 0.0011024 0.00109238 0.00108062 0.00109903 0.00108468 0.000947377 0.000927144 0.000955078 0.000917156 0.000526342 0.000986474 0.00100991 0.0010395 0.00099845
internal_weight=0 591 513 303 182 1771 1367 404 210 481 111 886 833 756 670 614 410 348 263 195 121 331 259 207 152
internal_count=2362 591 513 303 182 1771 1367 404 210 481 111 886 833 756 670 614 410 348 263 195 121 331 259 207 152
is_linear=0
shrinkage=0.0032998


Tree=7111
num_leaves=17
num_cat=0
split_feature=3 151 1456 3 480 133 52 16 50 50 3 129 16 16 16 16
split_gain=0.193878 0.19316 0.167253 0.142417 0.111975 0.115044 0.110269 0.104807 0.0846785 0.116964 0.121337 0.0785504 0.125263 0.0966068 0.0758493 0.0320361
threshold=0.11372500000000001 0.084350000000000008 -0.15824499999999997 0.14121000000000003 -0.020629999999999999 0.085275000000000004 0.11142500000000001 -0.087969999999999979 0.10352000000000001 0.086105000000000015 -0.07385499999999999 0.088075000000000014 -0.17699999999999996 -0.084699999999999984 -0.034109999999999994 -0.092364999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -4 6 11 -5 9 10 -7 12 -6 -13 15 -8
right_child=3 -3 4 7 5 8 14 -9 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.014935234632821889 -0.0062256587655351199 0.014966602945217318 -0.00053454819001264985 -0.00096529320319880792 0.0017504316252389251 0.0060389422458332186 0.010628939981698862 0.0082266261010090595 0.0088864789060378712 -0.0034896257441394724 0.0001596082391125627 0.0069858442394477678 0.0074819298883979854 -0.0031636710936016514 0.0059285728353012474 0.016581690861072022
leaf_weight=59 57 72 75 68 123 331 53 72 93 62 143 54 938 52 55 55
leaf_count=59 57 72 75 68 123 331 53 72 93 62 143 54 938 52 55 55
internal_value=0 0.006379 0.00608273 0.000853916 0.00582506 0.00606945 0.00695839 0.00374915 0.00418696 0.0033682 0.00426901 0.00638207 0.00681918 0.00198989 0.0110736 0.0136771
internal_weight=0 2165 2093 197 2034 1959 1330 140 629 536 474 1167 1061 106 163 108
internal_count=2362 2165 2093 197 2034 1959 1330 140 629 536 474 1167 1061 106 163 108
is_linear=0
shrinkage=0.16829


Tree=7112
num_leaves=17
num_cat=0
split_feature=4 13 1 9 160 13 15 15 43 158 456 11 16 16 13 4
split_gain=0.150018 0.111235 0.344069 0.141322 0.0932289 0.108289 0.141077 0.130115 0.0931928 0.0660757 0.0707043 0.064704 0.0796266 0.118909 0.0570366 0.0224154
threshold=-0.084384999999999988 -0.48634999999999995 0.13702500000000004 0.085555000000000006 -0.40080999999999994 -0.059914999999999989 0.094215000000000007 -0.047974999999999997 -0.15786499999999998 0.10874500000000002 0.087635000000000005 1.0000000180025095e-35 0.041625000000000002 -0.078074999999999992 -0.067909999999999984 -0.086734999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 14 9 7 -7 -1 10 -6 12 13 15 -3 -10
right_child=1 2 -4 -5 5 6 -8 -9 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0025366235738549271 0.011944556396520921 0.0058055166612744095 -0.006480238493985083 0.01319587315176643 0.0061006366472076048 0.0035439979394921387 0.0088796156551593404 -0.0014051678142190714 0.0041067244034238403 -0.00040545334712170238 0.00099240612947075132 0.012983220012923227 0.0036629320938311883 0.014791621913304159 0.012679319777051182 0.0086052690301946129
leaf_weight=85 52 98 84 52 710 354 82 261 65 56 87 81 100 76 54 65
leaf_count=85 52 98 84 52 710 354 82 261 65 56 87 81 100 76 54 65
internal_value=0 0.00425122 0.00403259 0.00453708 0.00427148 0.00387925 0.00231844 0.0014407 0.00761223 0.0051525 0.00554528 0.00872239 0.00758865 0.00948561 0.00825935 0.00636982
internal_weight=0 1890 1838 1754 1702 1550 697 615 472 853 797 387 306 206 152 130
internal_count=2362 1890 1838 1754 1702 1550 697 615 472 853 797 387 306 206 152 130
is_linear=0
shrinkage=0.16829


Tree=7113
num_leaves=10
num_cat=0
split_feature=457 151 4 14 4 1456 4 0 13
split_gain=0.146056 0.14745 0.156855 0.371798 0.171629 0.09823 0.0755607 0.100301 0.0179442
threshold=0.10259500000000001 0.084350000000000008 0.51326500000000019 -0.10708499999999999 0.30163500000000004 -0.15824499999999997 0.15484000000000003 -0.10946999999999998 -0.038394999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 -6
right_child=-2 -3 -4 4 8 6 -8 -9 -10
leaf_value=0.015926386507015455 -0.0036943658263388808 0.011622713589897866 -0.0028394632064758234 0.011196656252394712 -0.00025956224019461265 -0.00012779743028586499 0.0087786050576168229 0.0042395602169269546 -0.0046214280137873726
leaf_weight=76 66 76 89 57 52 163 93 1633 57
leaf_count=76 66 76 89 57 52 163 93 1633 57
internal_value=0 0.00432103 0.00407026 0.00435968 0.00393103 0.00429537 0.00408617 0.00384219 -0.00255702
internal_weight=0 2296 2220 2131 2055 1946 1889 1796 109
internal_count=2362 2296 2220 2131 2055 1946 1889 1796 109
is_linear=0
shrinkage=0.16829


Tree=7114
num_leaves=25
num_cat=0
split_feature=3 3 43 12 3 12 43 43 13 3 123 12 1213 43 3 3 42 3 13 130 3 43 3 43
split_gain=3.56513 1.33981 1.18409 0.518197 0.495485 0.387031 0.351024 0.280452 0.190667 0.185487 0.145707 0.139706 0.303597 0.180328 0.133267 0.118378 0.105787 0.126427 0.0671438 0.0605358 0.0550905 0.0851606 0.053492 0.0503414
threshold=-0.058704999999999993 0.30112000000000005 -0.042649999999999993 0.10321000000000001 0.11535000000000002 0.077755000000000005 0.0054600000000000004 -0.095564999999999983 -0.011494999999999998 0.092330000000000009 0.086120000000000016 0.085235000000000019 -0.011244999999999998 -0.15924499999999997 -0.11756999999999999 -0.090854999999999977 0.092475000000000016 -0.12595999999999999 -0.085764999999999994 0.091285000000000019 -0.080734999999999987 -0.070049999999999987 -0.068594999999999989 -0.084454999999999988
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 7 5 6 -1 9 -2 10 -4 -9 12 -7 -13 -5 -14 17 -15 23 -19 -18 -22 -16 -17
right_child=1 -3 4 14 -6 11 -8 8 -10 -11 -12 13 15 16 22 18 20 19 -20 -21 21 -23 -24 -25
leaf_value=0.00057892486585333833 0.00060614516784441858 0.00018900493124949404 0.00097077098702484004 0.0005153308463902007 0.00050322259203920531 0.0011117368960158922 0.00059054808657927986 0.00054622123413443065 0.00017790693813762867 0.00075626763796697919 0.00030243747715541166 0.00064366288185767806 0.0009893984256729659 0.00099198140965792939 0.00066217890327564767 0.00083413239648314527 0.00070624868766850106 0.00086036090376338749 0.00089880437215745764 0.00076209877489786962 0.00071939536775966881 0.00086740214512055509 0.00079617900789981529 0.00068202197643581024
leaf_weight=60 59 104 98 52 85 68 67 52 54 84 57 53 58 78 95 52 75 656 65 84 69 129 56 52
leaf_count=60 59 104 98 52 85 68 67 52 54 84 57 53 58 78 95 52 75 656 65 84 69 129 56 52
internal_value=0 0.000533262 0.000597592 0.000819156 0.000721881 0.000840432 0.000796382 0.00041044 0.000339386 0.000871963 0.000419061 0.000851311 0.000916564 0.000834454 0.000661875 0.000857943 0.00084369 0.000862907 0.00081262 0.000849254 0.000785979 0.000816002 0.000712108 0.000758416
internal_weight=0 660 556 1702 334 1499 249 222 163 182 109 1439 295 1144 203 227 1091 818 169 740 273 198 151 104
internal_count=2362 660 556 1702 334 1499 249 222 163 182 109 1439 295 1144 203 227 1091 818 169 740 273 198 151 104
is_linear=0
shrinkage=0.0032998


Tree=7115
num_leaves=25
num_cat=0
split_feature=3 3 16 0 12 51 12 11 3 52 0 16 47 0 3 12 16 11 3 49 16 3 12 16
split_gain=7.53253 1.95847 1.51267 0.829097 0.808467 0.544242 0.500389 0.941434 0.636023 0.433764 0.526153 0.29403 0.269158 0.262832 0.228501 0.191963 0.169095 0.155792 0.238716 0.1196 0.0955364 0.0923683 0.0417049 0.0322037
threshold=-0.06340999999999998 0.25468500000000005 -0.24900499999999998 -0.099059999999999995 -0.070844999999999977 -0.096089999999999981 0.088125000000000023 1.0000000180025095e-35 -0.097829999999999986 0.016565000000000003 -0.22984499999999997 -0.0013749999999999997 0.090100000000000013 -0.099059999999999995 -0.0035149999999999995 0.10321000000000001 -0.0083249999999999973 0.080455000000000013 -0.096099999999999977 0.087395000000000014 -0.07959999999999999 -0.081024999999999986 0.085730000000000015 -0.012564999999999998
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 4 3 -1 11 -6 7 8 -4 10 -7 13 15 -2 -12 17 -17 18 -8 20 22 -20 -10 -22
right_child=1 -3 6 -5 5 9 12 -9 19 -11 14 -13 -14 -15 -16 16 -18 -19 21 -21 23 -23 -24 -25
leaf_value=0.0013378515030234006 0.0010136032276483805 0.00060008599890268906 0.0011691611725301711 0.0008174249363590133 0.001459606623301358 0.0007872985835291346 0.0012800666574117481 0.0019707709076114102 0.0015220329741590572 0.0013283403679601141 0.0010100359066501608 0.001149785631894188 0.0012623572397389763 0.00073700483243997284 0.001276712198303993 0.0014278725338775647 0.0011824050701580312 0.0016484943633616183 0.0015324828419554506 0.0016993237994085983 0.0014316905591611198 0.0014421518730886364 0.0016238616736537661 0.0015175710371147411
leaf_weight=80 74 95 54 58 74 58 75 54 92 94 64 58 96 79 83 84 52 54 245 55 99 306 134 164
leaf_count=80 74 95 54 58 74 58 75 54 92 94 64 58 96 79 83 84 52 54 245 55 99 306 134 164
internal_value=0 0.00104029 0.0014516 0.00111938 0.00111184 0.00120453 0.00148089 0.00155134 0.00151341 0.00114128 0.00105533 0.000947811 0.00143049 0.000871015 0.00116085 0.00145022 0.00133428 0.00147336 0.0014582 0.00154751 0.00153037 0.00148238 0.00158257 0.00148538
internal_weight=0 679 1702 138 584 373 1564 652 598 299 205 211 912 153 147 816 136 680 626 544 489 551 226 263
internal_count=2381 679 1702 138 584 373 1564 652 598 299 205 211 912 153 147 816 136 680 626 544 489 551 226 263
is_linear=0
shrinkage=0.0032998


Tree=7116
num_leaves=13
num_cat=0
split_feature=14 0 9 11 475 51 3 3 150 1209 1212 1209
split_gain=0.198037 0.257638 0.146579 0.140131 0.107954 0.240655 0.112274 0.0793099 0.0602517 0.0544089 0.0736988 0.0577967
threshold=-0.23960999999999996 -0.22022999999999995 0.088235000000000022 1.0000000180025095e-35 -0.082239999999999994 -0.091614999999999988 -0.086049999999999988 -0.21779999999999997 0.10389500000000002 0.083050000000000013 0.087615000000000012 0.10819500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -5 9 10 -6 -11
right_child=1 2 -4 7 8 6 -8 -9 -10 11 -12 -13
leaf_value=0.012043296279629941 -0.00470554934790613 -0.0087834917185466797 -0.0042533721351574443 0.0050642020445118875 0.0045803887977952304 0.010281259214710115 0.00030010533321585812 0.012633923892526383 0.0097536111218495848 0.010276938112307817 0.00053467565450231668 0.0032544883432428359
leaf_weight=93 90 56 53 69 1443 54 79 94 65 90 141 54
leaf_count=93 90 56 53 69 1443 54 79 94 65 90 141 54
internal_value=0 0.00410998 0.00447176 0.00468819 0.00429644 0.000460427 0.00436611 0.00944059 0.00469979 0.00450865 0.00422139 0.007656
internal_weight=0 2288 2198 2145 1982 189 133 163 1793 1728 1584 144
internal_count=2381 2288 2198 2145 1982 189 133 163 1793 1728 1584 144
is_linear=0
shrinkage=0.16829


Tree=7117
num_leaves=15
num_cat=0
split_feature=1204 150 49 49 133 40 2 2 4 1212 41 1212 52 160
split_gain=0.123884 0.116418 0.109894 0.198359 0.151948 0.141244 0.132901 0.122857 0.175189 0.0762612 0.130974 0.0949213 0.0644393 0.0497896
threshold=-0.082199999999999981 -0.097839999999999996 -0.015064999999999999 -0.056179999999999987 0.086345000000000019 -0.079809999999999978 0.097145000000000023 0.15020000000000003 0.41181500000000004 0.041590000000000009 0.07831500000000001 0.092815000000000022 -0.030899999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -4 12 8 9 10 -7 -11 -3 -10
right_child=1 2 5 -5 -6 7 -8 -9 13 11 -12 -13 -14 -15
leaf_value=0.0097430609697264532 -0.004423455691842962 0.0051514492556279552 0.011603869650771821 -0.0070097402348189928 -0.0042100101591374299 0.0042180051649093331 7.472605267152144e-06 0.011910748332234513 0.0012542193780333017 -0.0020393815372278896 0.012844331854545313 0.0044922035767607045 0.01301783189723194 -0.0055119426771683012
leaf_weight=92 52 66 69 72 64 1347 84 52 55 121 52 131 55 69
leaf_count=92 52 66 69 72 64 1347 84 52 55 121 52 131 55 69
internal_value=0 0.00343285 0.00361627 0.000828335 0.00293294 0.00411674 0.00517169 0.003833 0.00359534 0.00405395 0.00453992 0.00134888 0.00874193 -0.00249633
internal_weight=0 2289 2237 341 269 1896 205 1827 1775 1651 1399 252 121 124
internal_count=2381 2289 2237 341 269 1896 205 1827 1775 1651 1399 252 121 124
is_linear=0
shrinkage=0.16829


Tree=7118
num_leaves=12
num_cat=0
split_feature=39 147 151 1204 39 157 157 157 1374 43 1
split_gain=0.108868 0.0963702 0.118759 0.0783269 0.070022 0.0786026 0.115619 0.107981 0.0880807 0.0774346 0.0711796
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.082229999999999984 -0.082199999999999981 0.11214000000000002 -0.086844999999999992 -0.077849999999999989 -0.08237499999999999 1.0000000180025095e-35 0.31365500000000007 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 10 7 -7 9 -8 -5
right_child=1 2 -4 4 -6 6 8 -9 -10 -11 -12
leaf_value=0.010613642587513135 0.0079839270955492161 0.0033084262758337748 -0.0073236864612339844 0.0034685915392487824 -0.0030367346940526076 0.0026095331334716767 0.0035600760393362436 -0.0078768064465219011 -0.0033816311753834573 -0.0020614506518308305 0.010720586633911323
leaf_weight=53 91 62 57 87 54 57 1667 54 57 72 70
leaf_count=53 91 62 57 87 54 57 1667 54 57 72 70
internal_value=0 0.0028863 -0.00176917 0.0031379 0.00292884 0.00308579 0.00278619 -0.00247574 0.0031124 0.00332629 0.00671341
internal_weight=0 2328 119 2209 2118 2064 1907 111 1796 1739 157
internal_count=2381 2328 119 2209 2118 2064 1907 111 1796 1739 157
is_linear=0
shrinkage=0.16829


Tree=7119
num_leaves=18
num_cat=0
split_feature=15 39 147 14 0 48 52 0 16 0 15 15 151 16 0 0 15
split_gain=10.9351 4.14451 1.64791 1.27691 2.13239 1.04515 0.965447 0.853134 0.520228 1.39388 0.460651 0.318405 0.268028 0.256169 0.1922 0.170119 0.0853235
threshold=-0.37478999999999996 0.0095750000000000019 0.090335000000000013 0.076175000000000007 -0.10891999999999999 0.092265000000000014 0.038145000000000005 -0.079119999999999982 0.092980000000000021 -0.030209999999999997 -0.031659999999999994 -0.45726999999999995 -0.079059999999999978 0.041625000000000002 -0.096594999999999986 -0.20489499999999997 -0.52461999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 6 12 15 13 9 -9 -10 16 -3 14 -6 -2 -1
right_child=1 5 -4 -5 7 -7 -8 8 10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00019495231314275215 0.00077528032160175872 0.00056145874881387465 0.00049789382748863047 0.0015398005869065527 0.0010532634836164193 0.00023003277393843216 0.0011264005468096209 0.0010268674362806469 0.00099345382247265405 0.00045246785261657502 0.0012518069276777608 -1.6760234465326059e-05 0.00087250117990472255 0.0009882363956294452 0.0012108599622052559 0.00054458007474833504 0.00037716764322040796
leaf_weight=62 56 52 52 68 98 65 59 320 146 54 160 60 75 73 830 98 53
leaf_count=62 56 52 52 68 98 65 59 320 146 54 160 60 75 73 830 98 53
internal_value=0 0.00103475 0.00107893 0.00109431 0.0010783 0.000571125 0.000766726 0.00111776 0.00102716 0.000944027 0.00112866 0.00017755 0.000745423 0.00117927 0.00119426 0.0006287 0.000279236
internal_weight=0 2206 2014 1962 1894 192 213 1681 680 374 306 175 127 1001 928 154 115
internal_count=2381 2206 2014 1962 1894 192 213 1681 680 374 306 175 127 1001 928 154 115
is_linear=0
shrinkage=0.0032998


Tree=7120
num_leaves=13
num_cat=0
split_feature=1 48 12 484 3 3 1204 12 39 3 0 133
split_gain=0.359504 0.238163 0.183696 0.192196 0.25533 0.242761 0.139103 0.127919 0.152171 0.0772025 0.0502238 0.0983312
threshold=0.14967500000000003 0.11951500000000001 -0.10853999999999998 0.0038100000000000005 0.12031000000000001 -0.096099999999999977 -0.079179999999999987 -0.083994999999999986 0.0041750000000000008 -0.050489999999999993 -0.085669999999999982 0.087245000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4 -8 -9 10 -7 -12
right_child=-2 -3 3 5 -6 9 7 8 -10 -11 11 -13
leaf_value=0.013592136891584991 -0.010392779416391995 -0.0055074327848635904 -0.0011759002322379319 -0.0093981799356315388 -0.0048610816555070902 0.0075743598940851593 -0.00048765375333215626 0.005308626083654967 0.013835636716906359 -0.0020005636117067975 -0.0034794186518718189 0.006360604028419075
leaf_weight=56 52 76 100 62 79 74 102 1508 62 83 52 64
leaf_count=56 52 76 100 62 79 74 102 1508 62 83 52 64
internal_value=0 0.00374762 0.00406215 0.0038172 0.00448853 0.000102461 0.00490637 0.00527122 0.00564651 0.0022667 0.00414027 0.00193407
internal_weight=0 2318 2242 2186 1851 335 1772 1672 1570 273 190 116
internal_count=2370 2318 2242 2186 1851 335 1772 1672 1570 273 190 116
is_linear=0
shrinkage=0.16829


Tree=7121
num_leaves=19
num_cat=0
split_feature=4 2 12 4 150 2 0 4 0 0 12 43 16 43 403 0 1456 2
split_gain=7.88747 2.93464 1.05341 0.995869 0.592677 0.465746 0.4542 0.510513 0.422609 0.491952 0.329462 0.328772 0.31631 0.297105 0.158083 0.123361 0.114832 0.0619365
threshold=0.30163500000000004 0.14234000000000005 0.054520000000000006 -0.17689999999999997 0.08926000000000002 0.14530500000000005 -0.15270499999999995 -0.0047649999999999993 -0.14216999999999999 -0.10120999999999998 0.087675000000000017 -0.072864999999999985 -0.0011349999999999999 -0.105305 -0.10995999999999999 -0.069389999999999993 0.083870000000000014 0.091955000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 11 -5 -8 -4 -10 14 -2 17 -14 -11 -13 -16 -12
right_child=5 -3 8 4 -6 -7 7 -9 9 10 12 15 13 -15 16 -17 -18 -19
leaf_value=0.0011922123259675264 0.00029102615862230859 0.00036343597140031393 0.0013530908345873028 0.0011146417835184272 0.00047738193335075717 0.0001272810366442342 0.00059831427850373404 0.00094440947652666308 0.00082534871498715526 0.0013040879970334744 0.0011095998791222975 0.00064558170634465345 0.00072826895566326273 0.0010018113279194817 0.001101512718520721 0.00044108232082710038 0.0012529000804652637 0.0010348378223022131
leaf_weight=88 70 73 58 59 54 52 89 99 90 63 432 88 52 292 395 53 68 195
leaf_count=88 70 73 58 59 54 52 89 99 90 63 432 88 52 292 395 53 68 195
internal_value=0 0.00101423 0.00103757 0.000882634 0.000792009 0.000407927 0.000860651 0.000780754 0.00107418 0.00106397 0.00107829 0.000476923 0.00104186 0.000960564 0.00114548 0.000568963 0.00112382 0.0010864
internal_weight=0 2107 2034 389 301 263 247 188 1645 1587 1497 211 971 344 526 141 463 627
internal_count=2370 2107 2034 389 301 263 247 188 1645 1587 1497 211 971 344 526 141 463 627
is_linear=0
shrinkage=0.0032998


Tree=7122
num_leaves=18
num_cat=0
split_feature=2 4 124 2 0 2 14 0 0 4 0 4 51 1446 2 0 0
split_gain=9.61694 3.64217 1.44578 1.18552 0.955733 0.890335 1.09629 0.941075 0.923771 0.432653 0.290819 0.492637 0.128004 0.121163 0.119368 0.0946654 0.0910108
threshold=0.12708000000000003 0.30163500000000004 -0.043384999999999993 0.17000000000000001 -0.084114999999999981 0.10859000000000001 0.076175000000000007 -0.10891999999999999 -0.07581499999999998 0.056815000000000011 -0.079119999999999982 -0.26545999999999997 -1.0000000180025095e-35 0.090050000000000005 0.093565000000000023 -0.04478999999999999 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 -2 6 7 9 -7 -4 13 -12 -10 -9 -1 -6 -3
right_child=3 16 5 -5 15 8 -8 10 12 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00073763785956351712 2.1189365796599089e-05 0.00056060646349707422 0.00059686014950903845 -0.00019453085985027138 0.00065222692725039799 0.00047565582604990888 0.0014936813222867175 0.0010715433901788266 0.0010563611987251561 0.00096302914048720706 0.0011658271129249746 0.00092220063078020061 0.00084202288014180459 0.0012369029050967851 0.00052386780238319322 0.00045035004748168809 0.00040188804144485816
leaf_weight=62 57 78 77 55 53 64 56 929 72 66 121 376 57 54 56 52 85
leaf_count=62 57 78 77 55 53 64 56 929 72 66 121 376 57 54 56 52 85
internal_value=0 0.000952691 0.000991551 0.000223641 0.00036583 0.00101391 0.00103838 0.00102265 0.000800859 0.000766108 0.00104742 0.000981585 0.000961927 0.00108066 0.000636486 0.000552585 0.000478055
internal_weight=0 2153 1990 217 162 1872 1679 1623 193 143 1480 497 129 983 118 105 163
internal_count=2370 2153 1990 217 162 1872 1679 1623 193 143 1480 497 129 983 118 105 163
is_linear=0
shrinkage=0.0032998


Tree=7123
num_leaves=12
num_cat=0
split_feature=1 48 403 403 402 1455 2 52 10 13 3
split_gain=0.30678 0.184314 0.142655 0.165471 0.158979 0.11034 0.100655 0.170959 0.109852 0.0741017 0.0731202
threshold=0.14967500000000003 0.11951500000000001 -0.11201999999999999 -0.085464999999999985 0.0064150000000000014 0.10625500000000002 0.14578500000000003 0.51388500000000004 -0.010699999999999999 -0.011154999999999998 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 10 6 7 8 -5 -4 -1
right_child=-2 -3 3 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0023536894078754755 -0.0085156773930954981 -0.0035939341393261565 -0.006555259943046776 0.01245274579339066 0.015499469425070914 -0.0029004413873430705 -0.0015456674851858005 0.014700400294190757 0.0046494435551465482 0.0023278449234276546 0.0095663834970732848
leaf_weight=83 52 76 53 53 70 52 65 52 1683 53 78
leaf_count=83 52 76 53 53 70 52 65 52 1683 53 78
internal_value=0 0.00454316 0.00481979 0.00436305 0.00878827 0.00472343 0.00493835 0.00517507 0.00488871 -0.00209676 0.0058592
internal_weight=0 2318 2242 2011 231 1905 1853 1788 1736 106 161
internal_count=2370 2318 2242 2011 231 1905 1853 1788 1736 106 161
is_linear=0
shrinkage=0.16829


Tree=7124
num_leaves=25
num_cat=0
split_feature=13 13 3 48 15 1204 49 47 52 159 47 3 160 3 15 52 133 51 159 13 3 52 51 3
split_gain=0.200483 0.254102 0.14069 0.132452 0.199244 0.11993 0.106411 0.198571 0.0958223 0.101926 0.0905122 0.0985381 0.0871534 0.129973 0.113356 0.0833096 0.0759665 0.0676144 0.0633823 0.0584889 0.0392907 0.0355938 0.0457051 0.0301246
threshold=-0.10664 -0.15010999999999997 -0.066704999999999987 0.089155000000000012 -1.0000000180025095e-35 -0.068659999999999985 -0.054509999999999996 0.083310000000000009 -0.067799999999999985 0.0055900000000000004 0.085270000000000026 -0.14443999999999999 0.049100000000000012 0.095555000000000015 -0.06784999999999998 -0.093914999999999985 -0.07218999999999999 0.045645000000000005 0.078675000000000009 -0.049744999999999991 -0.085784999999999986 -0.53937999999999986 -0.019539999999999998 -0.044759999999999994
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 3 5 4 -1 20 17 12 15 10 11 -10 13 14 19 18 -13 -4 21 -8 -2 -7 -23 -16
right_child=2 -3 6 -5 -6 8 7 -9 9 -11 -12 16 -14 -15 23 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.010676496177272397 -0.0038210829221366135 -0.01108214365475943 0.0096674409493120936 -0.0045734820401225817 -0.0025410665884812731 0.0052408428795917084 -0.0020567206448808212 0.0073924389643050788 0.012481694211364053 0.012435115659284138 0.00074159474963085027 0.0087692687835859446 -0.0073688695409173241 0.0064492968333148765 0.0043005819094950526 -0.001900802091060998 0.0048595755598674203 0.0016708378315462096 0.0087059574437276174 -0.01001464922027044 0.002683852425029022 -0.0028114463790332878 0.0036371568867682824 -0.0010220465362824156
leaf_weight=74 53 55 69 61 57 103 53 95 66 68 96 181 56 66 57 78 661 54 70 53 52 52 77 63
leaf_count=74 53 55 69 61 57 103 53 95 66 68 96 181 56 66 57 78 661 54 70 53 52 52 77 63
internal_value=0 -0.000992215 0.0040679 0.00188877 0.00491163 0.00489457 0.00179067 0.000570309 0.00529187 0.00610744 0.00567708 0.00619692 -0.00128689 -0.000114331 -0.00203909 0.00298639 0.00570215 0.00617134 0.00425459 -0.00605263 -0.000582481 0.00290376 0.00102379 0.00149123
internal_weight=0 247 2123 192 131 1557 566 443 1452 1072 1004 908 348 292 226 380 842 123 302 106 105 232 129 120
internal_count=2370 247 2123 192 131 1557 566 443 1452 1072 1004 908 348 292 226 380 842 123 302 106 105 232 129 120
is_linear=0
shrinkage=0.16829


Tree=7125
num_leaves=21
num_cat=0
split_feature=1 3 124 14 3 43 52 3 1 13 43 43 43 52 3 133 52 484 1 3
split_gain=7.33794 1.0126 0.706645 0.615751 0.511045 0.614063 0.257652 0.236748 0.219273 0.207093 0.19601 0.13386 0.117689 0.104422 0.181374 0.0921219 0.0719265 0.0682292 0.0740011 0.0366642
threshold=0.10752500000000002 -0.058704999999999993 -0.076779999999999987 0.076175000000000007 0.31534000000000006 -0.024279999999999996 -0.071919999999999984 -0.075404999999999986 0.10044000000000002 -0.011834999999999998 0.061400000000000003 -0.20207499999999998 -0.033174999999999989 -0.082824999999999996 0.084735000000000019 -0.16322499999999998 0.033770000000000008 0.11701500000000002 0.082265000000000019 0.13772500000000001
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 6 -1 7 5 9 -2 10 12 -3 11 -4 16 -14 -15 -12 -9 18 -13 -7
right_child=1 4 3 -5 -6 19 -8 8 -10 -11 15 17 13 14 -16 -17 -18 -19 -20 -21
leaf_value=0.00057675627202047916 0.00079464506730637452 0.00030167025129121389 0.0007614165170493467 0.0011927137945469889 1.1241823004837767e-05 0.00056602125805764512 0.0005020560220607307 0.00064761033207927918 0.00059984608067476669 2.4253244448460253e-05 0.00084546290756816564 0.00093470988574314304 0.00098670925136559425 0.00089251329693592805 0.00068023478352974688 0.00065647266068479589 0.00080781400332003469 0.00079021618624165767 0.00086944566685546272 0.00044520741655094628
leaf_weight=91 57 68 73 65 61 70 80 54 54 52 64 742 63 153 64 55 82 53 282 52
leaf_count=91 57 68 73 65 61 70 80 54 54 52 64 742 63 153 64 55 82 53 282 52
internal_value=0 0.000388417 0.000861606 0.000875955 0.000281761 0.000349805 0.000624047 0.000864096 0.000800068 0.00018175 0.000887782 0.000901138 0.000825973 0.000865438 0.000830068 0.000758411 0.000744463 0.000910576 0.000916771 0.000514816
internal_weight=0 440 1895 1804 303 242 137 1739 470 120 1269 1150 416 280 217 119 136 1077 1024 122
internal_count=2335 440 1895 1804 303 242 137 1739 470 120 1269 1150 416 280 217 119 136 1077 1024 122
is_linear=0
shrinkage=0.0032998


Tree=7126
num_leaves=18
num_cat=0
split_feature=9 4 403 42 133 376 133 48 1455 14 0 0 481 42 133 0 13
split_gain=0.144583 0.184692 0.155854 0.119954 0.147267 0.117454 0.116444 0.134563 0.101392 0.0824939 0.106474 0.158355 0.107801 0.0665789 0.0594886 0.0237825 0.0719482
threshold=-1.0000000180025095e-35 -0.085574999999999984 -0.020194999999999994 0.11661000000000001 0.15630500000000003 0.083960000000000021 -0.0081099999999999974 0.037750000000000006 0.068185000000000009 -0.24175999999999997 -0.12324999999999998 -0.14216999999999999 -0.084329999999999988 0.084835000000000008 0.008405000000000001 -0.077584999999999987 0.095655000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 5 -5 8 -4 15 9 -3 11 -11 -12 -10 -2 -8 -17
right_child=1 3 6 4 -6 -7 7 -9 13 10 12 -13 -14 -15 -16 16 -18
leaf_value=-0.0034791100249951454 0.016626226932388275 0.010043434897574454 -0.0016736967499589685 -0.0066721898551121376 0.0042781904294576156 -0.0031278508977113928 0.0081776069619280949 0.01451711266368586 0.0041814386858822702 0.0027474474656356655 -0.002822976294852105 -0.0075827166274477532 0.0045936790283729566 0.011750255153824777 0.0087118987599164553 0.0012134110104853216 0.0088903072420962737
leaf_weight=69 59 59 52 69 70 63 52 54 57 178 58 55 1155 81 52 98 54
leaf_count=69 59 59 52 69 70 63 52 54 57 178 58 55 1155 81 52 98 54
internal_value=0 0.00432681 0.00751133 0.00359917 -0.00114468 0.00398674 0.00556359 0.00702923 0.00426064 0.00385816 0.00360454 0.000301286 0.00423757 0.00863702 0.0129348 0.00503833 0.00395255
internal_weight=0 2266 421 1845 139 1706 310 258 1643 1505 1446 233 1213 138 111 204 152
internal_count=2335 2266 421 1845 139 1706 310 258 1643 1505 1446 233 1213 138 111 204 152
is_linear=0
shrinkage=0.16829


Tree=7127
num_leaves=25
num_cat=0
split_feature=1 3 3 0 475 16 43 39 3 1 1 4 16 12 3 1209 475 43 484 12 0 49 0 12
split_gain=0.118771 0.130881 0.176329 0.170162 0.10384 0.106995 0.091221 0.159518 0.0985757 0.175596 0.124573 0.0981158 0.0808652 0.0791588 0.0861867 0.0803511 0.0933186 0.11521 0.113347 0.0759721 0.0690593 0.0477295 0.0581396 0.0393223
threshold=0.090150000000000022 -0.081854999999999997 -0.088534999999999989 0.033830000000000006 -0.085684999999999997 -0.13895999999999997 -0.081694999999999976 0.090455000000000021 -0.077229999999999979 0.10044000000000002 0.10797500000000002 0.51286500000000013 -0.055679999999999993 0.092495000000000008 -0.097224999999999992 0.082105000000000011 -0.081219999999999987 0.059230000000000012 -0.08176499999999999 -1.0000000180025095e-35 -0.097074999999999981 0.10101500000000001 -0.081344999999999987 0.097510000000000013
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=4 2 3 -2 -1 20 7 -3 -8 12 -11 19 -10 15 -15 16 -7 18 -18 -12 -6 22 -16 -24
right_child=1 6 -4 -5 5 13 8 -9 9 10 11 -13 -14 14 21 -17 17 -19 -20 -21 -22 -23 23 -25
leaf_value=0.0097394023202622085 -0.0020886049614248729 -0.0084382563304581399 0.013207165218000036 0.0089045415663872186 0.0049859045235190261 -0.0018658062469162661 -0.0049855581721425582 0.00367418196904636 0.0034238035889033267 -0.0062465008463717681 0.0083807774868561516 -0.0038868406540634431 0.012255163607902929 -0.0049106924210324367 0.0085081718668769367 0.0096571386090652488 -0.00070879913653962116 -0.0023222133457559105 0.0058980141000896614 0.0014211291696815016 0.011814502850208188 -0.0014588404806694774 -0.00070203817229902649 0.0042718854196753756
leaf_weight=94 96 75 59 68 102 75 57 52 58 64 69 60 61 54 52 72 84 66 565 127 73 70 79 103
leaf_count=94 96 75 59 68 102 75 57 52 58 64 69 60 61 54 52 72 84 66 565 127 73 70 79 103
internal_value=0 0.00181082 0.00531043 0.00245857 0.00431239 0.00394541 0.000555261 -0.00346469 0.00158818 0.00244582 0.000387419 0.00205292 0.0079659 0.00338462 0.00127396 0.00425912 0.00376487 0.00435801 0.00504013 0.00388038 0.00784467 0.00237846 0.00353405 0.002103
internal_weight=0 846 223 164 1489 1395 623 127 496 439 320 256 119 1220 358 862 790 715 649 196 175 304 234 182
internal_count=2335 846 223 164 1489 1395 623 127 496 439 320 256 119 1220 358 862 790 715 649 196 175 304 234 182
is_linear=0
shrinkage=0.16829


Tree=7128
num_leaves=21
num_cat=0
split_feature=1 3 2 14 2 2 47 2 12 2 12 483 3 42 1213 484 150 1 42 42
split_gain=15.4048 2.79864 1.48796 1.41246 1.29772 1.14831 0.606535 0.535558 0.529866 0.320157 0.308525 0.290053 0.386596 0.2352 0.309409 0.211289 0.150952 0.353257 0.0903547 0.0452364
threshold=0.10752500000000002 -0.058704999999999993 0.099325000000000011 0.076175000000000007 0.14721500000000001 0.11280000000000003 0.094160000000000008 -0.0091949999999999983 0.085665000000000005 0.10613000000000002 0.095780000000000018 -0.041389999999999989 0.086245000000000016 0.086635000000000004 0.058610000000000009 0.085775000000000004 0.07536000000000001 0.12419000000000001 0.093655000000000002 -0.056754999999999993
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 5 3 7 6 -2 16 -1 9 -4 -10 -9 13 15 -15 -13 17 -3 19 -12
right_child=1 4 8 -5 -6 -7 -8 11 10 -11 18 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0010814249123297984 0.0013152582504584161 0.00080664184668546867 0.001205826083371993 0.0019148543715027297 0.00014236136385300336 0.00069083106756444377 0.00093188540572408305 0.0015930674626626121 0.0014541270413246851 0.00088672762612576172 0.0012009817255470285 0.0014725384755109436 0.0011430168223370105 0.001325353681684185 0.0015817987839274437 0.0012865657390293908 0.0003910536507772062 0.00043580636550312945 0.0011225162897213305 0.0013458400810962619
leaf_weight=56 85 52 64 61 78 52 57 94 82 77 56 636 62 432 60 78 54 62 82 55
leaf_count=56 85 52 64 61 78 52 57 94 82 77 56 636 62 432 60 78 54 62 82 55
internal_value=0 0.000686899 0.00137245 0.00142162 0.000509719 0.00107851 0.000636913 0.00140038 0.00119757 0.00103182 0.00128242 0.00141346 0.00140012 0.00141331 0.0013567 0.00145227 0.000536623 0.000605268 0.00120929 0.00127308
internal_weight=0 440 1895 1479 303 137 225 1418 416 141 275 1362 1268 1206 492 714 168 114 193 111
internal_count=2335 440 1895 1479 303 137 225 1418 416 141 275 1362 1268 1206 492 714 168 114 193 111
is_linear=0
shrinkage=0.0032998


Tree=7129
num_leaves=11
num_cat=0
split_feature=48 3 1 1 151 457 16 160 160 52
split_gain=0.125477 0.123086 0.0896748 0.142887 0.0946082 0.1531 0.106712 0.0997141 0.0812576 0.0301467
threshold=0.13504500000000005 0.30112000000000005 0.13840500000000003 0.12048000000000002 0.092070000000000013 0.085540000000000019 -0.13895999999999997 -0.11350499999999998 -0.53447999999999996 -0.021164999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8 -7
right_child=-2 -3 -4 -5 -6 9 8 -9 -10 -11
leaf_value=0.013131109289199487 -0.0043454218430621005 -0.0021590178258786689 0.011039156396429269 -0.0022243507731965766 -0.0024899172206974338 0.0077595175855316306 -0.0024694723951546945 0.0054325606550300071 0.0039266332925057103 0.013328670455088383
leaf_weight=65 52 88 54 97 55 58 58 185 1566 57
leaf_count=65 52 88 54 97 55 58 58 185 1566 57
internal_value=0 0.00399887 0.00424657 0.0040744 0.0043742 0.00456491 0.00419756 0.00744137 0.00369709 0.0105355
internal_weight=0 2283 2195 2141 2044 1989 1874 250 1624 115
internal_count=2335 2283 2195 2141 2044 1989 1874 250 1624 115
is_linear=0
shrinkage=0.16829


Tree=7130
num_leaves=24
num_cat=0
split_feature=12 4 13 4 4 0 11 49 12 52 4 12 16 49 0 16 0 13 16 49 0 13 401
split_gain=9.57554 2.10897 1.76306 1.39028 0.7813 0.584016 0.728082 0.411467 0.369115 0.337152 0.21763 0.216319 0.191905 0.212443 0.164555 0.278217 0.199227 0.152668 0.139195 0.130673 0.140616 0.093598 0.0468952
threshold=0.054520000000000006 0.053255000000000004 -0.00038499999999999998 -0.14538499999999996 0.36766000000000004 -0.042364999999999993 1.0000000180025095e-35 0.047620000000000003 0.098600000000000007 1.0000000180025095e-35 0.27161500000000005 0.084055000000000005 -0.36241499999999999 0.089065000000000019 -0.099059999999999995 -0.0037949999999999993 -0.14097999999999997 -0.089024999999999979 -0.029084999999999996 -0.008624999999999999 -0.076329999999999995 -0.086304999999999979 0.08618000000000002
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 9 -4 12 6 11 10 -7 14 18 21 -3 -14 16 -16 -1 22 -5 -19 -21 -2 -13
right_child=1 4 3 7 -6 8 -8 -9 -10 -11 -12 17 13 -15 15 -17 -18 19 -20 20 -22 -23 -24
leaf_value=0.00041580274075773895 0.0012368825171806186 0.0011278074743265045 0.0012537101508563737 0.00086437104735657727 0.00054292618376614943 0.0011398294384407069 0.0015817154249334233 0.00098242310983652362 0.00078085996038308291 0.00070066194340404021 0.00048861226451663747 0.001004667234824129 0.00078534867071578928 0.0010499846158304976 0.00027245284478907904 0.00055966239594762879 0.00070317172047962566 0.0010885800209247635 0.00061880146012824138 0.0012395429209854476 0.0011449326195376015 0.0014325953593817386 0.0011497261766945496
leaf_weight=53 54 64 76 52 59 75 59 55 55 86 59 60 75 62 90 63 54 103 52 721 241 63 52
leaf_count=53 54 64 76 52 59 75 59 55 55 86 59 60 75 62 90 63 54 103 52 721 241 63 52
internal_value=0 0.00115278 0.000680673 0.000868739 0.000878147 0.00120091 0.00122132 0.000734367 0.000988229 0.000520769 0.000650451 0.00120486 0.00097637 0.000905368 0.000461131 0.000390946 0.000561159 0.00119114 0.000741925 0.0012036 0.00121588 0.00134257 0.00107233
internal_weight=0 1743 640 294 260 1483 1353 218 130 346 163 1294 201 137 260 153 107 1177 104 1065 962 117 112
internal_count=2383 1743 640 294 260 1483 1353 218 130 346 163 1294 201 137 260 153 107 1177 104 1065 962 117 112
is_linear=0
shrinkage=0.0032998


Tree=7131
num_leaves=18
num_cat=0
split_feature=4 3 40 14 2 132 48 3 124 52 4 0 14 159 4 13 3
split_gain=6.91087 3.28803 1.93293 1.11984 0.68812 0.562749 0.446855 0.434054 0.318223 0.292024 0.285082 0.619616 0.207962 0.205593 0.138874 0.136372 0.0979744
threshold=0.30163500000000004 0.25468500000000005 -0.03549999999999999 0.076175000000000007 0.10124000000000001 0.024785000000000005 0.091475000000000015 -0.11756999999999999 -0.079269999999999993 0.40945500000000007 -0.26545999999999997 -0.066264999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.53076500000000015 -0.077944999999999987 -0.081734999999999988
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 9 13 8 -2 -1 10 -4 -12 -9 -6 -14 -11 -15
right_child=7 -3 3 -5 5 -7 -8 12 -10 15 11 -13 14 16 -16 -17 -18
leaf_value=0.00063771198292250945 0.00066322967381448586 0.00017695244168684801 0.0013103089380632573 0.0014895915580880705 0.00076545081611722305 0.0005846589224405707 0.00042615566232472355 0.00051613588678386002 0.00098029761226794314 0.001013478590848522 0.0010864848090819752 0.00076977896529886215 0.00019742603877064672 0.00091555169943643001 0.0004133177742279134 0.00078005713955997752 0.0010510664696969469
leaf_weight=66 66 52 57 61 52 52 52 60 55 60 1229 72 84 104 54 54 153
leaf_count=66 66 52 57 61 52 52 52 60 55 60 1229 72 84 104 54 54 153
internal_value=0 0.000997291 0.00101791 0.00104844 0.00103374 0.000903994 0.000683445 0.000430871 0.000793724 0.00106554 0.00107914 0.00106898 0.00035324 0.00095762 0.000282161 0.00090322 0.000996365
internal_weight=0 2119 2067 1894 1833 361 173 264 121 1472 1358 1301 198 309 138 114 257
internal_count=2383 2119 2067 1894 1833 361 173 264 121 1472 1358 1301 198 309 138 114 257
is_linear=0
shrinkage=0.0032998


Tree=7132
num_leaves=17
num_cat=0
split_feature=159 1453 130 130 12 13 12 39 49 159 13 13 132 12 16 130
split_gain=0.1849 0.171632 0.15204 0.12656 0.110182 0.18988 0.19017 0.155831 0.0982712 0.0826859 0.14742 0.0763245 0.0791465 0.0699952 0.0276037 0.0158857
threshold=-0.45501999999999992 -0.080524999999999985 0.006490000000000001 0.087230000000000016 -0.042789999999999988 -0.11122999999999998 -0.095379999999999979 0.087880000000000014 0.13302000000000003 0.10389500000000002 -0.070529999999999995 -0.17933499999999997 0.089365000000000014 0.092295000000000002 -0.066704999999999987 0.10737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -7 -8 9 11 -11 -6 -13 -5 -9 -15
right_child=1 2 3 13 8 6 7 14 -10 10 -12 12 -14 15 -16 -17
leaf_value=-0.0030312096154511852 0.014577787886094496 0.009595566506701108 0.01533403064785647 0.0034505589057787986 -0.00089825631114456709 -0.0097925383752899345 0.00890353267592482 -0.0047826000192969249 0.011052442372242566 0.0032937137819528182 0.014383025236016525 0.0049385170557795094 3.2396485988117655e-05 0.0076089048658052431 0.00067503172628059663 0.011848391833274312
leaf_weight=80 54 61 63 100 75 53 57 52 72 71 66 1318 101 56 52 52
leaf_count=80 54 61 63 100 75 53 57 52 72 71 66 1318 101 56 52 52
internal_value=0 0.00518484 0.00495851 0.00870371 0.00444449 0.00130994 -0.00104346 0.00182551 0.0049496 0.00467909 0.00864912 0.00431383 0.00459058 0.00668685 -0.00203651 0.00966677
internal_weight=0 2303 2249 271 1978 275 214 161 1703 1631 137 1494 1419 208 104 108
internal_count=2383 2303 2249 271 1978 275 214 161 1703 1631 137 1494 1419 208 104 108
is_linear=0
shrinkage=0.16829


Tree=7133
num_leaves=29
num_cat=0
split_feature=1 12 3 1 4 12 1 12 12 15 4 15 4 2 2 160 160 2 42 3 3 3 3 1 133 43 43 12
split_gain=19.3208 2.2398 2.11721 1.33534 1.18893 0.745996 0.73078 0.601553 0.543255 0.449583 0.436385 0.727831 0.283516 0.210693 0.208556 0.206517 0.187787 0.288417 0.13554 0.203908 0.153828 0.152163 0.129464 0.129254 0.147508 0.104593 0.0803031 0.103933
threshold=0.10732500000000002 0.054520000000000006 -0.058704999999999993 0.095950000000000021 0.30163500000000004 0.086795000000000011 0.11663000000000003 -1.0000000180025095e-35 0.11844 -0.097984999999999989 0.40945500000000007 -0.42443999999999993 -0.073714999999999989 0.095545000000000005 0.084095000000000017 -0.072664999999999993 0.0047600000000000012 0.087975000000000012 0.084145000000000011 -0.080734999999999987 -0.14619999999999997 -0.088654999999999998 -0.087114999999999984 0.093100000000000002 0.09389500000000002 -0.022549999999999997 -0.081204999999999986 0.090045000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 9 -2 14 -4 -5 12 -1 -8 -12 18 -11 22 26 17 25 20 -20 -7 -22 -3 24 -17 -16 -14 -28
right_child=2 5 6 7 -6 8 10 -9 -10 13 11 -13 15 -15 16 23 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29
leaf_value=0.0011728017603087428 0.00082648058039741772 0.001386969758567277 0.00034915167825372805 0.00025803838538936559 0.00021097444572450234 0.0012969826704952751 0.00016986236438634153 0.00072812794751866495 0.00072455628740027167 0.00091801025315443874 7.7581002495246673e-05 -0.00041921558726901214 0.001153572098708155 0.00066141782297585541 0.0010553714806387834 0.0010016760899637697 0.0012636456095492272 0.00085729399830744785 0.00090158109248964218 0.0011253948032404664 0.00099634585178525934 0.0011686203818434533 0.0011750223111568667 0.00078032158361430451 0.00084339600538010137 0.0012103478831670814 0.0011159309731008558 0.00092793416638555241
leaf_weight=54 86 63 90 65 57 52 94 55 71 93 79 54 71 58 103 225 77 54 92 91 103 135 71 57 95 100 61 77
leaf_count=54 86 63 90 65 57 52 94 55 71 93 79 54 71 58 103 225 77 54 92 91 103 135 71 57 95 100 61 77
internal_value=0 0.00100095 0.000248023 0.000750858 0.000581385 0.0010518 9.75306e-05 0.00047379 0.00100568 0.000912873 -2.07589e-06 -0.000123861 0.0010245 0.000819685 0.00116307 0.000975393 0.00111808 0.00107433 0.00108526 0.00101307 0.00113069 0.00109421 0.00127493 0.000928511 0.000954797 0.00113189 0.00105979 0.00101129
internal_weight=0 1923 460 325 143 1598 317 120 1130 205 227 133 1059 151 468 586 334 257 473 183 290 238 134 377 320 203 209 138
internal_count=2383 1923 460 325 143 1598 317 120 1130 205 227 133 1059 151 468 586 334 257 473 183 290 238 134 377 320 203 209 138
is_linear=0
shrinkage=0.0032998


Tree=7134
num_leaves=17
num_cat=0
split_feature=130 159 1453 12 130 15 12 4 15 4 483 484 4 12 4 4
split_gain=0.129589 0.13567 0.120087 0.103366 0.090345 0.0870133 0.205894 0.174599 0.0786664 0.103439 0.0720508 0.0895913 0.062495 0.0522007 0.0503938 0.0297767
threshold=0.006490000000000001 -0.4516099999999999 -1.0000000180025095e-35 -0.042789999999999988 0.087445000000000009 -0.093464999999999979 -0.10853999999999998 0.50569000000000008 -0.42759999999999992 0.41181500000000004 0.089245000000000005 0.087150000000000019 -0.012569999999999998 0.092295000000000002 -0.0044049999999999992 -0.013929999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -2 6 -4 -8 -5 10 11 -10 -7 -6 -12 -15
right_child=4 2 3 8 13 12 7 -9 9 -11 14 -13 -14 15 -16 -17
leaf_value=-0.002854355570533193 0.013476983348189151 0.01075920437307785 0.0069612636318315468 0.011024799542684665 0.0035322492502396297 0.00062750505934075062 -0.012354401022785486 0.0012800732007282854 0.0047622470054790138 -0.0026238128373643676 0.0040857944894600118 0.010078633339503328 0.0085890836464779623 0.011379375309228907 -0.002597700470862893 0.0058454008927409365
leaf_weight=73 68 84 56 55 99 54 54 52 1334 55 68 97 59 62 60 53
leaf_count=73 68 84 56 55 99 54 54 52 1334 55 68 97 59 62 60 53
internal_value=0 0.00425844 0.00451536 0.00424464 0.00810938 0.0012127 -0.0012787 -0.00564884 0.00474313 0.00452796 0.00478142 0.00512387 0.00480033 0.00639539 0.00093887 0.00884456
internal_weight=0 2101 2028 1944 282 275 162 106 1669 1614 1559 1431 113 214 128 115
internal_count=2383 2101 2028 1944 282 275 162 106 1669 1614 1559 1431 113 214 128 115
is_linear=0
shrinkage=0.16829


Tree=7135
num_leaves=17
num_cat=0
split_feature=160 1 49 1 51 12 403 1 3 16 49 475 0 43 13 16
split_gain=0.159789 0.136201 0.134491 0.155345 0.131726 0.136381 0.117339 0.0970523 0.160527 0.15765 0.0975063 0.0967773 0.073818 0.0775769 0.0725506 0.0686005
threshold=-0.52850499999999989 0.12007000000000002 -0.0093449999999999974 0.11414000000000001 0.11524000000000002 -0.08731499999999999 -0.52017999999999986 0.10932500000000002 -0.082484999999999989 -0.012324999999999997 -0.07107999999999999 -0.10023499999999998 -0.10490499999999998 -0.0084099999999999991 -0.013049999999999997 -0.078464999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 15 8 9 -2 -10 -8 -3 14 -14 -7
right_child=1 12 3 -5 -6 6 11 -9 10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.010986409880090323 -0.0091062785498634193 0.0042009155634702353 -0.0034405260685892096 0.013277553136498766 -0.0024405482927905746 0.0032846383856115868 0.012026570262199023 -0.0060573258760473602 0.0086070329609633581 0.0024364912007512644 -8.3418746624964823e-05 0.0047344653312215998 0.0041794320060040031 -0.0068321049293489184 -0.0043109815683551201 -0.005127901651304825
leaf_weight=76 58 67 62 52 87 58 54 53 100 79 57 1324 63 68 52 52
leaf_count=76 58 67 62 52 87 58 54 53 100 79 57 1324 63 68 52 52
internal_value=0 0.00313209 0.0035874 0.00420753 0.00391832 0.0042764 0.00459914 0.000563791 0.00176351 -0.00243712 0.00544046 0.00502153 -0.000568768 -0.00232486 0.000324666 -0.000675866
internal_weight=0 2286 2036 1689 1637 1550 1488 347 294 137 157 1378 250 183 115 110
internal_count=2362 2286 2036 1689 1637 1550 1488 347 294 137 157 1378 250 183 115 110
is_linear=0
shrinkage=0.16829


Tree=7136
num_leaves=24
num_cat=0
split_feature=11 41 1 2 16 48 43 51 160 133 160 160 43 3 2 3 481 160 42 3 43 16 42
split_gain=0.125521 0.172708 0.175552 0.202582 0.113983 0.167514 0.101469 0.0920024 0.101659 0.09654 0.0831661 0.0849059 0.146995 0.12635 0.0688914 0.0587382 0.0583516 0.0555871 0.0442154 0.0572861 0.0556465 0.0352892 0.0330092
threshold=0.096435000000000007 0.082735000000000017 0.10538500000000002 0.10045500000000002 -0.15796999999999997 0.085775000000000004 -0.065409999999999982 0.07955000000000001 0.049100000000000012 0.11588000000000002 -0.10091999999999998 -0.077459999999999987 -0.082894999999999983 0.0065900000000000012 0.094120000000000023 0.10924500000000002 -0.051484999999999996 -0.41947499999999993 0.091145000000000018 -0.077774999999999983 -0.094699999999999993 -0.083104999999999984 0.090295000000000014
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=1 2 7 6 15 -6 22 9 14 10 16 12 -12 -13 21 -5 -1 -18 20 -20 -11 -9 -4
right_child=-2 -3 3 4 5 -7 -8 8 -10 18 11 13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=0.012791546616787962 -0.0053485287618891169 0.011063743077331259 -0.0015957928774468207 -0.0029592394288419865 -0.011897439340872454 -0.00073214282964301984 0.0094052067770698296 0.0023538294712068301 -0.0060097464053391969 0.0023941501962832755 -0.0047484225314235818 0.0040716980086166069 0.0053618688042865927 0.011410865324720377 0.0065054082560916764 0.0048467989970916014 0.001937611492775475 0.0096257836330245847 0.0060353992481806847 -0.0010912961398536565 -0.0050105449127351128 -0.0034683648451799463 0.0041635484936575363
leaf_weight=52 52 73 61 55 75 78 65 68 54 54 79 914 84 72 69 54 53 55 75 55 61 52 52
leaf_count=52 52 73 61 55 75 78 65 68 54 54 79 914 84 72 69 54 53 55 75 55 61 52 52
internal_value=0 0.00300038 0.00273645 -0.000272606 -0.00325283 -0.00621707 0.00410393 0.00347422 0.000420805 0.00395053 0.00452471 0.00402105 0.000450767 0.00460944 0.00226761 0.00089149 0.00813041 0.00586952 0.00087542 0.00300644 -0.00151794 -0.00015415 0.00103862
internal_weight=0 2310 2237 440 262 153 178 1797 243 1554 1309 1149 163 986 189 109 160 108 245 130 115 120 113
internal_count=2362 2310 2237 440 262 153 178 1797 243 1554 1309 1149 163 986 189 109 160 108 245 130 115 120 113
is_linear=0
shrinkage=0.16829


Tree=7137
num_leaves=16
num_cat=0
split_feature=14 0 12 12 51 12 12 159 159 475 13 13 0 42 158
split_gain=0.103129 0.110193 0.219355 0.168005 0.0969395 0.15013 0.0958339 0.0951541 0.231659 0.134666 0.117795 0.0662663 0.0656932 0.048307 0.0397263
threshold=0.019675000000000002 0.10396000000000001 -0.10853999999999998 -0.092124999999999985 0.081440000000000026 0.082780000000000006 0.090045000000000014 0.088800000000000004 0.081445000000000017 -0.024084999999999999 -0.10278499999999999 -0.0034149999999999996 -0.13892999999999997 0.090570000000000025 0.084765000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 12 -3 8 10 -9 -5 13 -6 -7 -11
right_child=-2 6 3 4 5 11 -8 9 -10 14 -12 -13 -14 -15 -16
leaf_value=0.011955936674649092 0.0078731899691819422 -0.0082680842581586231 -0.0069903392229287717 0.0091214973488002241 -0.0014631906062621246 0.0069606940694759553 0.0012234788367200737 -0.0079050635942543024 0.014360447854938386 0.0051077499767294204 0.0025442271890903766 -0.0026688633993688254 -0.009743483615637108 0.00047718964775772033 -0.00012655135041609062
leaf_weight=66 92 52 56 82 58 82 71 52 52 66 1367 52 52 55 107
leaf_count=66 92 52 56 82 58 82 71 52 52 66 1367 52 52 55 107
internal_value=0 0.00211738 0.00239847 0.00209449 0.00234661 -0.000445769 -0.00277461 0.00283138 0.0033153 -0.000388857 0.00291768 0.00242456 -0.00539384 0.00437094 0.00185996
internal_weight=0 2270 2147 2081 2025 299 123 1726 1501 225 1449 189 110 137 173
internal_count=2362 2270 2147 2081 2025 299 123 1726 1501 225 1449 189 110 137 173
is_linear=0
shrinkage=0.16829


Tree=7138
num_leaves=23
num_cat=0
split_feature=1 3 4 124 3 0 3 0 42 133 150 15 16 1 4 0 0 15 1429 158 133 4
split_gain=11.897 1.73353 1.331 1.28544 0.935545 0.548264 0.615082 0.713986 0.277953 0.242542 0.231219 0.229583 0.381177 0.220149 0.18409 0.170401 0.153478 0.333339 0.141295 0.125438 0.0601502 0.060133
threshold=0.10732500000000002 0.31400500000000003 0.41257000000000005 -0.080389999999999989 -0.058704999999999993 -0.076539999999999983 0.085315000000000016 -0.14989499999999997 0.11902500000000001 0.089980000000000018 0.084680000000000019 0.022565000000000005 0.081265000000000018 0.13554500000000003 -0.081289999999999987 -0.085474999999999982 0.11535000000000002 -0.043644999999999996 0.084545000000000009 0.07968500000000002 0.11524500000000001 -0.071794999999999984
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 4 -1 -2 6 7 -5 11 18 -6 12 -7 -4 -13 -11 17 -14 19 -9 -17 -16
right_child=1 -3 13 5 10 8 -8 9 -10 15 -12 14 16 -15 21 20 -18 -19 -20 -21 -22 -23
leaf_value=0.00064525899087744564 0.00095163200077519458 -2.1536476839296589e-05 0.00039702090024019634 0.0014691774680176161 0.00063991821792650058 0.00072381324831851507 0.00082380210818605408 0.0011021492355434562 0.00075620053905620403 0.00089777715135537278 0.00035221881687294863 0.0012575452260767089 0.0010778956759928467 0.00013403489079416871 0.00094567688989289776 0.0011759694241520785 0.0011464702985201365 0.00073864556578128273 0.0012927777034854745 0.0012226647454627166 0.001026715065079549 0.0010971094753556767
leaf_weight=82 95 71 96 62 72 67 81 780 57 95 54 55 84 55 61 52 66 52 56 114 89 66
leaf_count=82 95 71 96 62 72 67 81 780 57 95 54 55 84 55 61 52 66 52 56 114 89 66
internal_value=0 0.000450477 0.000540661 0.00105057 0.000703934 0.00106864 0.00110409 0.00112225 0.000975838 0.00110409 0.000516898 0.00100352 0.000941342 0.000301465 0.00109523 0.001008 0.00101332 0.000948441 0.00112792 0.00111756 0.00108201 0.00102465
internal_weight=0 443 372 1919 221 1837 1329 1248 508 1186 126 451 269 151 182 236 202 136 950 894 141 127
internal_count=2362 443 372 1919 221 1837 1329 1248 508 1186 126 451 269 151 182 236 202 136 950 894 141 127
is_linear=0
shrinkage=0.0032998


Tree=7139
num_leaves=16
num_cat=0
split_feature=1 3 40 0 1 160 49 16 12 0 0 3 10 0 151
split_gain=8.51261 1.43871 1.13374 0.592326 0.352435 0.336587 0.281675 0.46912 0.29036 0.332216 0.220264 0.205607 0.174873 0.196021 0.173747
threshold=0.10538500000000002 -0.058704999999999993 -0.079639999999999975 -0.04478999999999999 0.11654500000000001 -0.5335399999999999 -0.047749999999999994 -0.012564999999999998 0.11844 -0.14151499999999997 -0.14582499999999995 0.0045450000000000013 -0.005834999999999999 -0.076639999999999986 -0.085134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 10 -4 7 -7 9 -8 -3 14 -6 -14 -11
right_child=1 4 5 -5 12 6 8 -9 -10 11 -12 -13 13 -15 -16
leaf_value=0.00064324647937507142 0.00098297476832542646 0.00044166454027486562 0.0013089888594487286 0.0005690113133615661 0.00019790360731784923 0.00075550855196108925 0.0012672698463703537 0.0011290546032919134 0.00083334354570629759 0.0012046429294802093 0.00073048519845891858 0.00088793137746701045 0.00030092043647926981 0.00053278114100072213 0.0010668474402636264
leaf_weight=71 98 58 63 62 54 83 101 67 54 113 59 67 81 80 1251
leaf_count=71 98 58 63 62 54 83 101 67 54 113 59 67 81 80 1251
internal_value=0 0.000565489 0.00105348 0.000822784 0.000441385 0.00106965 0.00106095 0.000922594 0.00107401 0.00108247 0.00058761 0.0010694 0.000361648 0.00041635 0.00107829
internal_weight=0 492 1870 160 332 1799 1736 150 1586 1532 117 1431 215 161 1364
internal_count=2362 492 1870 160 332 1799 1736 150 1586 1532 117 1431 215 161 1364
is_linear=0
shrinkage=0.0032998


Tree=7140
num_leaves=17
num_cat=0
split_feature=4 49 51 49 14 16 49 40 14 4 481 4 4 51 4 49
split_gain=9.20074 2.8469 1.1343 0.812667 0.576509 0.772094 0.556708 0.447353 0.374608 0.289387 0.273734 0.283752 0.208379 0.206517 0.257682 0.0876001
threshold=0.30163500000000004 -0.020999999999999994 0.045645000000000005 0.13087000000000001 -0.42214499999999994 -0.50942999999999994 -0.067339999999999983 -0.026419999999999996 0.076175000000000007 0.020345000000000005 -0.084744999999999987 -0.13833499999999996 0.076415000000000025 -0.021224999999999997 0.00077000000000000018 0.018515000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 -2 -6 13 -3 9 10 -9 -12 15 -1 -15 -11
right_child=4 3 -4 -5 5 -7 -8 8 -10 12 11 -13 -14 14 -16 -17
leaf_value=0.0012407639166204696 0.00074993578685472674 0.00093910278758277269 0.00052915010390830453 0.00086757606279254981 0.00061039235544094596 0.00017217997725804462 0.00067458277952736558 0.0014103079071095133 0.0014896739681937411 0.0011004498736685677 0.0010763825441866912 0.0012314095239171156 0.0012072511818590646 0.0008151109798987796 0.0011402818955556493 0.0009115208309428695
leaf_weight=53 53 67 89 82 76 104 52 84 54 52 150 1108 97 52 57 64
leaf_count=53 53 67 89 82 76 104 52 84 54 52 150 1108 97 52 57 64
internal_value=0 0.0011389 0.000843089 0.00118986 0.000446839 0.000357399 0.000973488 0.00120561 0.00121668 0.00120718 0.00122533 0.00121295 0.00109265 0.00106921 0.000985478 0.000996517
internal_weight=0 2061 303 1758 233 180 214 1676 1609 1555 1342 1258 213 162 109 116
internal_count=2294 2061 303 1758 233 180 214 1676 1609 1555 1342 1258 213 162 109 116
is_linear=0
shrinkage=0.0032998


Tree=7141
num_leaves=20
num_cat=0
split_feature=1 1 0 3 47 14 52 133 12 47 3 12 133 51 3 2 2 3 52
split_gain=0.386475 0.133941 0.165967 0.17899 0.131073 0.12236 0.121836 0.110778 0.145672 0.140089 0.285844 0.141434 0.110617 0.105458 0.0860838 0.0838728 0.178953 0.110221 0.105759
threshold=0.14699000000000004 0.104035 0.040035000000000008 -0.12077499999999998 0.12171500000000002 -0.22253999999999999 -0.086814999999999989 0.085785000000000014 0.08425500000000001 0.077555000000000013 0.088465000000000002 0.089625000000000024 0.084335000000000007 -0.019539999999999998 -0.076614999999999975 -1.0000000180025095e-35 0.10904500000000002 0.12991000000000003 -0.014149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -4 9 -9 10 12 -11 -5 -10 -15 -7 18 -18 -17
right_child=-2 4 6 7 -6 15 -8 8 13 11 -12 -13 -14 14 -16 16 17 -19 -20
leaf_value=0.012415003208125995 -0.01002652441169162 0.0076898733395537096 0.0048497486221476972 0.0043622607999187386 0.0096001792518963392 -0.0054980633414612318 -0.0055919636920767814 0.01317994881340276 0.00056533409380867656 0.013511505777354951 -0.0089933390585146128 0.002291613690968679 -0.003636740120783175 0.0056688648695410754 0.012262585607923275 0.00045395112023408784 -0.0061983426230271289 0.003221202579918626 0.010943392600816226
leaf_weight=96 55 59 57 779 52 77 71 87 93 79 52 54 52 297 70 52 100 54 58
leaf_count=96 55 59 57 779 52 77 71 87 93 79 52 54 52 297 70 52 100 54 58
internal_value=0 0.00424362 0.00489876 0.00534942 0.00164953 0.000611453 -0.000928103 0.0049143 0.00684946 0.00387066 0.00310062 0.00896957 0.00385956 0.00564827 0.00693142 -0.000607991 0.000811476 -0.00288372 0.00600108
internal_weight=0 2239 1787 1659 452 400 128 1563 547 1016 883 133 831 460 367 341 264 154 110
internal_count=2294 2239 1787 1659 452 400 128 1563 547 1016 883 133 831 460 367 341 264 154 110
is_linear=0
shrinkage=0.16829


Tree=7142
num_leaves=18
num_cat=0
split_feature=2 160 158 484 52 13 43 42 159 16 43 13 13 16 50 15 13
split_gain=0.201583 0.149764 0.196293 0.149677 0.107962 0.115497 0.153962 0.113383 0.107913 0.104206 0.0998078 0.0933866 0.0911879 0.0871198 0.0749064 0.0603107 0.0349673
threshold=0.15630500000000003 -0.085684999999999983 0.080150000000000013 0.076210000000000014 -0.56073999999999991 -0.0072499999999999995 -0.14495499999999997 0.11870500000000002 -0.085469999999999977 -0.020464999999999997 -0.070049999999999987 0.060910000000000013 -0.0039049999999999992 -0.0090499999999999973 0.10672000000000002 0.098605000000000012 -0.086304999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 -3 7 9 8 -6 -7 -5 12 -8 14 16 -10 -1
right_child=-2 3 -4 10 5 6 11 -9 15 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.003299094287246332 -0.0063703791762213932 0.011094809848156561 -0.0068547000008472338 0.0055633992454921025 0.01092032831821047 0.011247280522462372 -0.0051100134121710951 0.011376516142362561 0.0032900727233973691 0.0015295885970500252 0.015483926683133357 -0.0044623755236035886 0.0024759216939260371 -0.001775427729799756 0.00013696144620700231 0.0087012847741151644 0.0088230152517789085
leaf_weight=55 60 55 81 66 62 69 52 65 878 58 52 96 323 96 79 63 84
leaf_count=55 60 55 81 66 62 69 52 65 878 58 52 96 323 96 79 63 84
internal_value=0 0.00350423 0.000525903 0.00414297 0.00374375 0.00349999 0.00162273 0.00454943 0.0041052 0.00682343 0.00995038 0.000216605 0.00141921 0.00243554 0.00429815 0.00365426 0.00665022
internal_weight=0 2234 395 1839 1721 1666 598 1068 1003 127 118 471 375 314 218 941 139
internal_count=2294 2234 395 1839 1721 1666 598 1068 1003 127 118 471 375 314 218 941 139
is_linear=0
shrinkage=0.16829


Tree=7143
num_leaves=19
num_cat=0
split_feature=4 3 39 14 3 0 43 4 484 0 3 3 13 42 0 3 16 42
split_gain=6.62638 3.50045 1.87044 0.724222 0.677883 0.455515 0.366212 0.212904 0.233939 0.211567 0.174194 0.16259 0.154385 0.242414 0.176968 0.151836 0.129653 0.0316443
threshold=0.30163500000000004 0.11745500000000002 0.081875000000000017 0.076175000000000007 0.13524500000000003 -0.079249999999999987 -0.078139999999999973 -0.0084099999999999991 -0.020124999999999994 -0.030209999999999997 0.0025650000000000004 0.30112000000000005 -0.097519999999999982 0.094485000000000013 -0.11471499999999998 -0.082634999999999986 -0.0096099999999999988 0.093985000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 12 16 8 -7 -10 15 -3 -1 14 -14 -2 -4 -9
right_child=4 11 6 -5 -6 7 -8 17 9 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0011742303690388211 0.0004678998480446057 0.00046002739507345356 0.00059922414643550346 0.0013159038035048332 -4.5914486812273581e-07 0.0011071780796657132 0.00082372332472901305 0.00071244577224276401 0.0009384941631755641 0.00077876763833932279 0.0005826289080569755 0.0002022779897589154 0.00086497288146024864 0.00078479417612891474 0.0010182414219602769 0.00023798477658116697 0.00036452693265705223 0.00082771768132373187
leaf_weight=55 64 54 53 65 54 64 52 69 312 132 52 54 94 60 892 63 52 53
leaf_count=55 64 54 53 65 54 64 52 69 312 132 52 54 94 60 892 63 52 53
internal_value=0 0.000910278 0.000942267 0.000972491 0.000322943 0.000959576 0.000596295 0.000888311 0.000918381 0.000891087 0.000420703 0.000331479 0.00100032 0.000991144 0.00100367 0.000354125 0.000483329 0.000762812
internal_weight=0 2061 1953 1796 233 1731 157 630 508 444 179 108 1101 1046 986 127 105 122
internal_count=2294 2061 1953 1796 233 1731 157 630 508 444 179 108 1101 1046 986 127 105 122
is_linear=0
shrinkage=0.0032998


Tree=7144
num_leaves=9
num_cat=0
split_feature=3 39 15 150 11 403 15 1211
split_gain=0.193164 0.10448 0.0968489 0.0881704 0.0890449 0.0791243 0.0828571 0.086831
threshold=0.32329500000000005 0.10076500000000001 -0.40312499999999996 0.11740500000000002 0.08976000000000002 -0.54045999999999983 -0.22805999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=-0.0012916761317480403 -0.0062224875424908522 -0.0021002650929292299 0.01059373837600246 -0.0019962542753359557 0.01117627274419428 0.010311544604502806 0.0034074325783753343 0.0080677585073277418
leaf_weight=99 58 87 52 65 52 56 1703 122
leaf_count=99 58 87 52 65 52 56 1703 122
internal_value=0 0.00360378 0.00383554 0.00408402 0.00428403 0.00409769 0.00391715 0.00371996
internal_weight=0 2236 2149 2050 1985 1933 1881 1825
internal_count=2294 2236 2149 2050 1985 1933 1881 1825
is_linear=0
shrinkage=0.16829


Tree=7145
num_leaves=25
num_cat=0
split_feature=39 16 48 16 16 159 157 123 160 156 16 156 16 16 130 16 1456 124 1212 483 47 160 16 16
split_gain=6.61868 2.38953 0.866257 0.463736 0.459297 0.549652 0.311463 0.292192 0.288511 0.228246 0.364121 0.227147 0.189516 0.34104 0.150385 0.168214 0.127791 0.126041 0.124721 0.120474 0.295822 0.101061 0.0682198 0.0243217
threshold=0.081875000000000017 -0.26987499999999992 0.088145000000000015 -0.26987499999999992 0.0086100000000000013 0.088800000000000004 -0.0045449999999999996 0.081180000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.41593000000000008 0.08426500000000002 -0.53870999999999991 -0.48186499999999993 0.09796500000000001 -0.078074999999999992 0.024960000000000003 -0.083859999999999976 0.086310000000000012 0.085050000000000014 0.086785000000000015 -0.085579999999999976 -0.070454999999999976 0.40304500000000004
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 8 4 -2 11 6 23 -5 -1 10 -8 14 -10 -14 15 18 -17 -9 -3 20 22 -13 -4 -6
right_child=3 2 19 7 5 -7 9 17 12 -11 -12 21 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00088433113960220266 0.00026953678797863012 0.0011126993109708389 0.00061613547399467269 0.00073305738356481897 0.0012438681290754404 0.00073941294866740185 0.0010270293826112832 0.00035328349804964002 0.00045368553322088065 0.0011501875319170154 0.000730898854743529 0.0011270284521284453 0.00086123135684041622 0.00050665538225512562 0.00094391060351084824 0.001022977819806139 0.0011742061202764803 0.00057281220126179978 0.0012416825882473267 0.00098909234757445295 0.00099341777194329479 0.0013118920237664951 0.00078481497868030021 0.0011291664044837293
leaf_weight=62 93 418 52 66 54 85 124 62 53 62 73 62 63 57 77 359 78 55 109 56 62 79 60 52
leaf_count=62 93 418 52 66 54 85 124 62 53 62 73 62 63 57 77 359 78 55 109 56 62 79 60 52
internal_value=0 0.00100385 0.00104345 0.00046001 0.00107026 0.000979846 0.00103574 0.000556615 0.000689857 0.000973318 0.000917475 0.00110465 0.000619958 0.000693101 0.00108752 0.00109896 0.00105005 0.000456782 0.00113944 0.000853107 0.00080914 0.00123085 0.000706814 0.00118793
internal_weight=0 2097 1862 276 1632 450 365 183 235 259 197 1182 173 120 1041 964 437 117 527 230 174 141 112 106
internal_count=2373 2097 1862 276 1632 450 365 183 235 259 197 1182 173 120 1041 964 437 117 527 230 174 141 112 106
is_linear=0
shrinkage=0.0032998


Tree=7146
num_leaves=24
num_cat=0
split_feature=1 3 2 2 2 0 2 0 15 14 43 47 1 2 15 457 2 15 158 3 16 158 15
split_gain=5.62772 2.16873 0.715038 0.714784 0.8673 0.38404 0.449693 0.261524 0.227917 0.182593 0.187866 0.181227 0.150155 0.202286 0.146998 0.114277 0.113131 0.0824496 0.0725985 0.125882 0.0579956 0.0549999 0.0460617
threshold=0.10141500000000002 -0.036004999999999988 0.11500500000000001 0.14530500000000005 -1.0000000180025095e-35 -0.029554999999999994 0.10124000000000001 -0.04478999999999999 -0.075694999999999985 0.062655000000000016 0.061400000000000003 0.091680000000000011 0.080270000000000022 0.081460000000000019 -0.15614499999999998 0.041935000000000007 0.090485000000000024 0.090455000000000021 0.080150000000000013 -0.074979999999999977 -0.016079999999999994 0.10830500000000001 -0.058234999999999988
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 7 4 -3 9 -7 11 14 10 12 -2 15 17 -6 18 -12 20 19 -1 -14 -20 -18
right_child=1 3 -4 -5 8 6 -8 -9 -10 -11 16 -13 13 -15 -16 -17 22 -19 21 -21 -22 -23 -24
leaf_value=0.00092236138397411348 0.0011048633061092432 0.00013982682852041987 0.0004641097703459849 4.5038755395435519e-05 0.00056081907182143264 0.00088466149394826187 0.00049344424604126863 0.00070320493929422619 0.0006856108402960205 0.0010700949802175726 0.00088543970782931579 0.00082852023496741295 0.0008849346000211533 0.00070607034331628138 0.0003209096917638345 0.001061165839955293 0.00078980333740549325 0.00080903003306548587 0.0010757587106246657 0.00080343432648775383 0.0010088242356877406 0.00091820093618510924 0.00064408529880291836
leaf_weight=722 52 84 70 70 61 73 58 72 75 67 81 55 126 87 53 67 52 99 56 118 71 52 52
leaf_count=722 52 84 70 70 61 73 58 72 75 67 81 55 126 87 53 67 52 99 56 118 71 52 52
internal_value=0 0.000513444 0.000747974 0.000343085 0.000419378 0.000884986 0.00071172 0.000858786 0.000543436 0.000898721 0.000891445 0.000963147 0.000904699 0.000847927 0.000449591 0.000926087 0.000791099 0.000889502 0.000916503 0.000905697 0.000929764 0.00100022 0.000717283
internal_weight=0 592 249 343 273 1781 131 179 189 1650 1583 107 1398 383 114 1015 185 296 948 840 197 108 104
internal_count=2373 592 249 343 273 1781 131 179 189 1650 1583 107 1398 383 114 1015 185 296 948 840 197 108 104
is_linear=0
shrinkage=0.0032998


Tree=7147
num_leaves=17
num_cat=0
split_feature=4 3 39 14 3 133 42 12 4 12 4 4 3 43 4 3
split_gain=16.3228 5.29378 3.69975 1.48142 1.35869 0.71267 0.514637 0.296238 0.347707 0.66504 0.377466 0.30695 0.18764 0.134607 0.206243 0.130673
threshold=0.30163500000000004 0.25468500000000005 0.081875000000000017 0.076175000000000007 0.149315 0.086505000000000012 0.086855000000000016 0.09697500000000002 -0.37626499999999991 0.054520000000000006 -0.00076499999999999995 0.060575000000000011 -0.10583499999999998 -0.15786499999999998 -0.079374999999999987 -0.082304999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -4 -2 8 12 10 -10 13 -1 -9 -15 -11
right_child=4 -3 5 -5 -6 -7 -8 11 9 15 -12 -13 -14 14 -16 -17
leaf_value=0.0013663061596312074 0.00063868395621610469 0.0002260898861656859 0.0009792725670654753 0.0017985142145193166 -0.00012027150806646382 0.00054045440963432288 0.00029982697246965238 0.0014069961442547251 0.00086905889927116852 0.0013606974967093964 0.0012243259520882215 0.00099879843801511394 0.0016437222464884174 0.0010338486776300185 0.0012708385387447047 0.001289212206162926
leaf_weight=59 104 54 103 67 52 67 93 56 54 676 86 62 53 52 206 529
leaf_count=59 104 54 103 67 52 67 93 56 54 676 86 62 53 52 206 529
internal_value=0 0.00124684 0.00127345 0.00131521 0.000353626 0.000806534 0.000478895 0.00129752 0.00131912 0.0013042 0.00108755 0.00121377 0.0014979 0.0012561 0.00122321 0.00132934
internal_weight=0 2124 2070 1900 249 170 197 1833 1457 1345 140 376 112 314 258 1205
internal_count=2373 2124 2070 1900 249 170 197 1833 1457 1345 140 376 112 314 258 1205
is_linear=0
shrinkage=0.0032998


Tree=7148
num_leaves=15
num_cat=0
split_feature=3 457 3 156 16 151 3 151 16 3 1 3 1456 12
split_gain=0.308338 0.106063 0.122313 0.179914 0.225287 0.099748 0.0876813 0.180998 0.113766 0.10233 0.158694 0.0778806 0.0714168 0.060155
threshold=0.31534000000000006 0.087350000000000011 -0.15078499999999997 1.0000000180025095e-35 -0.082739999999999994 -0.081154999999999991 0.077930000000000013 -0.00016499999999999997 0.0086100000000000013 -0.015069999999999998 0.10171500000000001 -0.13088999999999998 0.091180000000000011 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 9 -8 -9 11 -11 -4 13 -13
right_child=-2 5 6 -5 -6 -7 7 8 -10 10 -12 12 -14 -15
leaf_value=0.0051954227358259591 -0.0061285793181286123 0.014968283643923202 0.011293507712954891 0.0087854720030936095 -0.009381667332316105 0.0050357946198552016 0.00025192299917872892 0.016173757225442509 0.0064807733953481618 0.0064219019992487218 -0.0034197176496905675 0.00191713622821643 0.010914171379134675 0.0051645165418711036
leaf_weight=53 72 58 58 52 69 58 54 76 64 85 102 186 56 1330
leaf_count=53 72 58 58 52 69 58 54 76 64 85 102 186 56 1330
internal_value=0 0.00504455 0.00477972 0.000487741 -0.00303427 0.0100175 0.00515018 0.00856274 0.0117555 0.00478484 0.00104414 0.00521288 0.00498739 0.00476728
internal_weight=0 2301 2185 174 122 116 2011 194 140 1817 187 1630 1572 1516
internal_count=2373 2301 2185 174 122 116 2011 194 140 1817 187 1630 1572 1516
is_linear=0
shrinkage=0.16829


Tree=7149
num_leaves=13
num_cat=0
split_feature=10 43 43 52 1 43 1 13 159 43 1 0
split_gain=0.120446 0.0956195 0.108241 0.0788337 0.0732851 0.12373 0.113284 0.106687 0.131033 0.0710728 0.0400389 0.0520045
threshold=-0.092019999999999977 -0.46848499999999998 0.061400000000000003 0.084755000000000011 0.13475500000000004 -0.16205499999999998 0.12394500000000001 0.10068000000000001 -0.17576999999999995 0.24306000000000003 0.093100000000000002 -0.089044999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 10 5 -3 7 8 -7 -5 11 -4
right_child=1 2 3 9 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0035783437661216846 -0.0020017457044695808 0.010718962213798984 0.0089195719967210957 -0.0064532711611611998 0.0094182569433429973 0.010196372291156042 -0.0034402799543352745 -0.0029030858132379311 0.004273716246587218 0.0021323398096357977 -0.00027828620215739194 0.0016838145490158443
leaf_weight=59 70 87 56 57 91 114 53 54 1568 52 54 58
leaf_count=59 70 87 56 57 91 114 53 54 1568 52 54 58
internal_value=0 0.00410585 0.00429717 0.00117392 0.00473609 0.00450801 0.00420496 0.0044394 0.0046762 -0.0023409 0.00346506 0.00525398
internal_weight=0 2314 2244 277 1967 1876 1789 1736 1682 109 168 114
internal_count=2373 2314 2244 277 1967 1876 1789 1736 1682 109 168 114
is_linear=0
shrinkage=0.16829


Tree=7150
num_leaves=18
num_cat=0
split_feature=4 160 2 3 2 13 2 2 13 3 39 13 3 3 2 133 3
split_gain=0.28379 0.18822 0.233971 0.176953 0.13025 0.128767 0.109014 0.107777 0.104969 0.0950059 0.0936122 0.0870269 0.0718144 0.0768297 0.0570559 0.0378178 0.0257766
threshold=0.024315000000000003 -0.081399999999999986 0.10205500000000002 -0.13088999999999998 0.10272000000000002 0.084330000000000016 -0.007134999999999999 0.12330500000000001 -0.117405 -0.10468499999999999 0.084845000000000018 -0.010419999999999997 0.096440000000000012 -0.068254999999999982 0.11252000000000002 -1.0000000180025095e-35 -0.0072299999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 11 -1 -5 14 -8 -10 12 15 13 -11 -6 -3 -9
right_child=1 4 -4 6 7 -7 8 16 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.014991747759009633 -0.014061678445274927 -0.0010599801537469718 0.0014596048128323147 -0.0033046638310242214 -0.00082724234704780299 0.0056532256832923381 -0.0017980002434300802 0.0053092601189423513 -0.0021593239006139418 0.004898995711690249 0.011205202538328988 0.0095510494751895048 0.010681664749684329 0.0010663795703257106 -0.0078768953909455243 0.004463241881757605 0.00057667195063121584
leaf_weight=76 52 54 58 54 71 95 74 59 55 1126 65 74 54 172 61 98 75
leaf_count=76 52 54 58 54 71 95 74 59 55 1126 65 74 54 172 61 98 75
internal_value=0 0.000428004 -0.0058614 0.00466098 0.00183782 0.00981419 0.0041091 -0.000680194 0.00436922 0.00468048 0.00494723 0.00480945 0.00464504 0.00439251 -0.00409865 0.00248922 0.00267383
internal_weight=0 602 110 1771 492 171 1600 266 1546 1472 1417 226 1352 1298 132 152 134
internal_count=2373 602 110 1771 492 171 1600 266 1546 1472 1417 226 1352 1298 132 152 134
is_linear=0
shrinkage=0.16829


Tree=7151
num_leaves=20
num_cat=0
split_feature=4 4 12 3 0 3 42 4 0 49 0 47 13 12 0 43 133 15 131
split_gain=0.196284 0.167703 0.17658 0.122414 0.155769 0.258193 0.109234 0.107953 0.107542 0.215917 0.115445 0.100834 0.0956359 0.159438 0.0912871 0.161368 0.101067 0.0874496 0.0757274
threshold=0.024315000000000003 0.066275000000000014 0.091085000000000013 -0.13088999999999998 -0.029554999999999994 -0.0076849999999999991 0.077855000000000021 -0.42305999999999994 -0.12608499999999997 -0.053904999999999988 -0.094124999999999986 0.096475000000000019 -0.094609999999999986 0.082780000000000006 -0.11327499999999999 -1.0000000180025095e-35 0.08517000000000001 -0.41606999999999994 0.10954500000000002
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 -2 6 8 -6 7 -1 9 -5 -10 14 -12 -14 15 -3 17 -16 -15
right_child=1 11 -4 4 5 -7 -8 -9 10 -11 12 -13 13 18 16 -17 -18 -19 -20
leaf_value=0.010046177750129774 -0.0099883706333394155 -0.00047157887215735264 0.0014337941510336155 0.0064086708102266852 -0.01004442004125037 0.0060029889352147779 0.014530422971038594 -0.00012584892294991823 0.0098611778271896298 -0.0074769184390028219 -0.0031683211223355583 -0.0034486432888653461 0.011133664843036666 0.00324608423188658 0.0023503751788020331 0.011469999665749504 0.0056626043535584012 -0.0058341506833054762 0.0085157000905272742
leaf_weight=63 79 53 74 61 61 53 53 55 99 66 52 79 87 1037 78 80 89 70 84
leaf_count=63 79 53 74 61 61 53 53 55 99 66 52 79 87 1037 78 80 89 70 84
internal_value=0 0.000355975 -0.00445218 0.00387692 0.00341758 -0.00256802 0.00816433 0.00528975 0.00387799 -0.000793316 0.00431585 0.00199839 0.00387872 0.00418355 0.00316626 0.00669782 0.00117684 -0.00150855 0.00364256
internal_weight=0 602 153 1771 1600 114 171 118 1486 127 1359 449 1260 1208 370 133 237 148 1121
internal_count=2373 602 153 1771 1600 114 171 118 1486 127 1359 449 1260 1208 370 133 237 148 1121
is_linear=0
shrinkage=0.16829


Tree=7152
num_leaves=24
num_cat=0
split_feature=1 52 3 1 4 3 4 3 12 52 52 3 41 3 4 3 16 16 12 43 12 52 12
split_gain=10.5336 2.32596 1.05331 0.579276 0.474752 0.47341 0.472797 0.339937 0.33665 0.269693 0.240655 0.196038 0.187757 0.179382 0.334181 0.349787 0.136305 0.127711 0.115001 0.0812129 0.112032 0.0419244 0.0846566
threshold=0.104035 -0.41304999999999997 -0.064294999999999977 0.089625000000000024 0.053010000000000009 -0.036004999999999988 0.24099500000000004 -0.14162499999999997 -0.010219999999999998 1.0000000180025095e-35 -0.091784999999999992 -0.097224999999999992 1.0000000180025095e-35 0.0025650000000000004 0.50657000000000008 0.149315 -0.066704999999999987 -0.015159999999999998 0.092495000000000008 0.0061450000000000003 0.083785000000000012 0.10855000000000002 0.094185000000000005
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 -2 4 10 7 6 -3 12 -5 -6 -4 17 -1 -7 15 -15 -12 -9 19 20 -13 22 -20
right_child=1 5 3 8 9 13 -8 11 -10 -11 16 18 -14 14 -16 -17 -18 -19 21 -21 -22 -23 -24
leaf_value=0.001157410016889101 0.0011627988163011593 0.00078614673566555792 0.001160347762354587 0.00050821869992891382 0.00076476278460685138 0.00024514187556658315 0.00041078328664165129 0.0010777446233263376 0.00085164210101213551 0.0010518878220486399 0.0010244573132390307 0.0012667394005907739 0.0014188995147641954 0.00067951633482895798 0.00021100661310096219 0.00035255736818288948 0.00082740866915862377 0.00085386982276054041 0.0009549975917195545 0.0010187679945209552 0.0011164808966351743 0.00097888117452306854 0.0011118039626629745
leaf_weight=78 53 69 61 56 77 103 79 52 72 69 71 63 52 66 62 79 91 66 56 88 666 97 147
leaf_count=78 53 69 61 56 77 103 79 52 72 69 71 63 52 66 62 79 91 66 56 88 666 97 147
internal_value=0 0.000507961 0.00104295 0.000879576 0.00108088 0.000432105 0.000586022 0.00110013 0.00070167 0.0009007 0.000981535 0.00108303 0.00126228 0.000358509 0.000414749 0.000501623 0.000913987 0.000952825 0.00109675 0.00111763 0.00112951 0.00103979 0.00106872
internal_weight=0 511 1862 351 1511 458 148 1365 128 146 223 1235 130 310 207 145 162 118 1117 817 729 300 203
internal_count=2373 511 1862 351 1511 458 148 1365 128 146 223 1235 130 310 207 145 162 118 1117 817 729 300 203
is_linear=0
shrinkage=0.0032998


Tree=7153
num_leaves=27
num_cat=0
split_feature=4 123 4 0 16 0 0 4 0 4 4 0 376 16 4 43 16 4 0 0 43 16 4 131 16 16
split_gain=7.127 2.83973 0.904965 0.759495 1.02588 0.796054 0.587848 0.465659 1.16026 0.36959 0.355612 0.353475 0.345892 0.256082 0.216207 0.158586 0.139498 0.122165 0.105803 0.105457 0.0882612 0.0668692 0.0604611 0.0593308 0.0586016 0.0383185
threshold=0.30163500000000004 0.081180000000000016 -0.060264999999999992 -0.10566999999999999 -0.11777499999999998 -0.14822499999999997 -0.068669999999999995 -0.42305999999999994 -0.040094999999999992 0.24726500000000004 0.0051600000000000005 -0.082784999999999984 0.083785000000000012 0.25761500000000009 -0.021399999999999995 -0.049914999999999994 0.081265000000000018 -0.097514999999999977 -0.088484999999999994 0.056265000000000009 -0.0072149999999999992 -0.087969999999999979 -0.081289999999999987 0.078765000000000016 -0.45516499999999999 -0.075434999999999988
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 2 7 4 9 -6 10 19 11 -4 14 17 -3 -8 16 -2 -5 -9 -12 -1 22 -19 -13 -16 -17 -22
right_child=15 12 3 6 5 -7 13 8 -10 -11 18 20 -14 -15 23 24 -18 21 -20 -21 25 -23 -24 -25 -26 -27
leaf_value=0.0016246545484094393 0.00052958848171570845 0.00093613381080448011 0.0014465298911150804 0.0010811464029652071 0.0010657103264031817 0.00050944404356363334 0.00093077055645334535 0.0015690639437358988 0.00082511055494400968 0.0010525120565435407 0.0010683415854233953 0.0013582117058484095 0.00059436689460259137 0.0011879595897128167 0.00134907171775931 0.00064506568482072108 0.0013250051227108592 0.0013340774979536247 0.0012437832686225446 0.0014333410095886479 0.0011553677752905128 0.0014412077313823719 0.0012516982361020605 0.0014659886695086665 0.00077929635418438805 0.0012690107129840469
leaf_weight=57 93 63 54 56 59 54 81 52 52 52 86 146 68 93 307 87 52 141 75 86 86 147 121 66 68 71
leaf_count=57 93 63 54 56 59 54 81 52 52 52 86 146 68 93 307 87 52 141 75 86 86 147 121 66 68 71
internal_value=0 0.0012303 0.00126124 0.00119325 0.0010198 0.000800196 0.00123976 0.00133458 0.00130383 0.00125357 0.00128614 0.00133636 0.000758997 0.00106844 0.00133154 0.000638851 0.00119889 0.00141654 0.00115029 0.00150985 0.00127198 0.00138888 0.00131007 0.00136985 0.000704181 0.00120698
internal_weight=0 2125 1994 1035 219 113 816 959 816 106 642 764 131 174 481 248 108 340 161 143 424 288 267 373 155 157
internal_count=2373 2125 1994 1035 219 113 816 959 816 106 642 764 131 174 481 248 108 340 161 143 424 288 267 373 155 157
is_linear=0
shrinkage=0.0032998


Tree=7154
num_leaves=23
num_cat=0
split_feature=4 2 3 150 13 4 4 2 4 42 3 4 42 3 3 3 133 42 15 3 15 4
split_gain=6.69565 2.67661 1.14398 1.05747 0.734765 0.592765 0.359163 0.29547 0.300491 0.285664 0.269177 0.217637 0.192862 0.164374 0.549562 0.134258 0.116714 0.0918168 0.089575 0.0890945 0.0470356 0.0308034
threshold=0.30163500000000004 0.14106500000000002 -0.048154999999999996 0.091105000000000005 -0.00038499999999999998 0.053010000000000009 0.0049200000000000008 0.090175000000000019 -0.099704999999999974 0.088285000000000016 0.13772500000000001 0.066275000000000014 0.088865000000000013 -0.14265999999999998 -0.095469999999999985 0.085315000000000016 0.085005000000000011 0.090185000000000015 -0.061559999999999997 -0.087539999999999993 -0.008094999999999998 0.49433000000000005
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 2 5 4 6 7 16 8 -1 19 12 -7 21 -9 -15 -6 -4 -11 -13 -10 -16 -2
right_child=10 -3 3 -5 15 11 -8 13 9 17 -12 18 -14 14 20 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0011769823779134018 0.00046214237205859543 0.00023107970932990609 0.00037289028262159016 0.00027081315316546719 0.0010224316192605299 0.00055681918647054989 0.00079454823088922588 0.00095893910342745347 0.00091264489140530189 0.00073220518886697055 5.3122572226379911e-05 0.00088823154245047209 0.00019054899288861428 0.0004998340720369722 0.00090251543969271052 0.00083025890445162954 0.00059586110341881989 0.00087253104518643702 0.00069618046788095167 0.00099402096120008326 0.00081708719117089463 0.00034551272623312309
leaf_weight=56 53 80 53 57 72 68 67 100 253 73 58 58 83 55 154 97 52 204 54 412 160 54
leaf_count=56 53 80 53 57 72 68 67 100 253 73 58 58 83 55 154 97 52 204 54 412 160 54
internal_value=0 0.000823795 0.000846965 0.000687802 0.000757401 0.000885405 0.00060496 0.000907418 0.000939815 0.000925678 0.000250619 0.000705807 0.000310722 0.000838405 0.000805644 0.00091234 0.000483649 0.000835677 0.00079595 0.000963114 0.000859097 0.000403612
internal_weight=0 2125 2045 398 341 1647 172 1467 998 942 248 180 190 469 369 169 105 277 112 665 314 107
internal_count=2373 2125 2045 398 341 1647 172 1467 998 942 248 180 190 469 369 169 105 277 112 665 314 107
is_linear=0
shrinkage=0.0032998


Tree=7155
num_leaves=18
num_cat=0
split_feature=3 2 0 0 42 2 151 2 2 3 2 2 133 1453 12 42 13
split_gain=0.3065 0.166992 0.193967 0.232725 0.134869 0.119568 0.0922266 0.0855395 0.128713 0.10737 0.0884379 0.147347 0.0774309 0.144055 0.0817464 0.0680685 0.0461864
threshold=0.31534000000000006 0.10836000000000003 0.12436000000000001 0.0037850000000000002 0.11457500000000002 0.08673500000000002 -0.10938499999999998 0.11266500000000002 0.11543000000000002 -0.10919499999999999 0.13290500000000002 0.12190500000000001 -0.010174999999999998 -0.057274999999999993 0.084665000000000004 0.088865000000000013 -0.053049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -3 -9 -10 11 -11 14 -14 -8 -12 -6
right_child=-2 7 -4 5 16 -7 12 8 9 10 15 -13 13 -15 -16 -17 -18
leaf_value=0.011811511118187373 -0.0068454396139122509 -0.003096510257293409 0.015361327522029712 -0.0082736922873215234 0.0032754034004716555 0.002918448975808756 0.012363748678618282 0.010639770498266914 -0.0052279864739048281 0.00094051845483711372 0.0044391514094889364 0.012533813324761568 -0.0031742134136590158 0.0053742174947616229 0.0064637923271644877 -0.0033550212823404992 -0.0038150208101986214
leaf_weight=74 67 83 54 52 52 56 82 52 54 69 55 57 59 962 375 75 52
leaf_count=74 67 83 54 52 52 56 82 52 54 69 55 57 59 962 375 75 52
internal_value=0 0.00469384 0.00540955 0.00510389 0.00559786 -0.00245372 0.00599105 0.00176583 0.00288564 0.00157916 0.00302206 0.00619936 0.00569842 0.00487847 0.00752636 -4.36667e-05 -0.000252534
internal_weight=0 2263 1818 1764 1656 108 1552 445 362 310 256 126 1478 1021 457 130 104
internal_count=2330 2263 1818 1764 1656 108 1552 445 362 310 256 126 1478 1021 457 130 104
is_linear=0
shrinkage=0.16829


Tree=7156
num_leaves=21
num_cat=0
split_feature=1 149 1 1456 1447 131 1456 52 3 133 403 2 133 1 124 1 15 15 52 42
split_gain=0.30143 0.119426 0.131873 0.206855 0.147684 0.136069 0.117578 0.0903631 0.116765 0.0945378 0.118873 0.079375 0.204598 0.128615 0.0673955 0.133319 0.0440447 0.0798346 0.0376513 0.0266281
threshold=0.12835000000000002 0.079000000000000015 0.07677500000000001 -0.071109999999999993 -0.079489999999999991 0.090030000000000013 -0.15308499999999997 0.10096500000000001 -0.11756999999999999 0.11524500000000001 -0.11087499999999999 0.093680000000000013 0.008405000000000001 0.10364000000000002 -1.0000000180025095e-35 0.14218000000000003 -0.0059299999999999986 0.10440500000000001 -0.012574999999999998 0.089180000000000023
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 2 6 -4 -5 11 -1 8 -8 10 -10 12 -6 -13 -2 -16 -9 -18 -7 -11
right_child=14 -3 3 4 5 18 7 16 9 19 -12 13 -14 -15 15 -17 17 -19 -20 -21
leaf_value=-0.0024006570369203189 0.0024435413411464713 0.012039768990985876 0.012099759800026418 -0.0068945953960174253 0.0053340384374454012 0.0045961438232235341 0.013968905549524138 0.0058624132011531691 0.014223446373890378 -0.00074933422528041698 0.0059216511548392759 -0.0055129045593663847 -0.0033098019725991247 0.001987905210132865 -1.9776561560080024e-05 -0.010364315433263112 -0.0031163601281891189 0.0048071551677088429 0.010848761597962685 0.0042389297263600864
leaf_weight=55 53 54 59 52 287 55 53 71 53 68 684 101 106 180 81 63 74 70 57 54
leaf_count=55 53 54 59 52 287 55 53 71 53 68 684 101 106 180 81 63 74 70 57 54
internal_value=0 0.00420973 0.00400549 0.00246308 0.00178246 0.0023588 0.00517448 0.00554575 0.00627867 0.00580209 0.0065211 0.0014529 0.00299805 -0.000701722 -0.00266521 -0.00455799 0.00242847 0.000722872 0.00779432 0.00144386
internal_weight=0 2133 2079 897 838 786 1182 1127 912 859 737 674 393 281 197 144 215 144 112 122
internal_count=2330 2133 2079 897 838 786 1182 1127 912 859 737 674 393 281 197 144 215 144 112 122
is_linear=0
shrinkage=0.16829


Tree=7157
num_leaves=25
num_cat=0
split_feature=2 2 2 150 12 2 14 12 2 2 43 12 42 43 2 42 2 52 52 12 2 50 12 12
split_gain=6.67952 4.87193 1.67358 1.20324 0.935707 0.929736 0.508049 0.341168 0.264996 0.242002 0.222073 0.200811 0.192494 0.154702 0.225861 0.127335 0.126367 0.124145 0.275807 0.086398 0.0719166 0.0683999 0.0586527 0.0437005
threshold=0.12454500000000002 -1.0000000180025095e-35 0.099675000000000014 1.0000000180025095e-35 -0.011819999999999999 0.17000000000000001 0.062655000000000016 0.082165000000000016 0.092365000000000017 0.079570000000000016 -0.07088499999999999 0.094600000000000004 0.089840000000000017 -0.00067499999999999993 0.085775000000000004 0.08648500000000002 0.10866500000000003 0.033770000000000008 -0.11333999999999998 -0.06202499999999999 0.10866500000000003 0.089465000000000017 0.089735000000000023 0.094545000000000018
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 4 6 7 -1 11 8 16 9 10 22 19 20 15 -15 -11 -4 18 -10 -2 -9 -12 -3 -19
right_child=5 2 3 -5 -6 -7 -8 12 17 13 21 -13 -14 14 -16 -17 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.00018081886137232342 0.0005116734876001788 0.0011742965945638194 0.00090588411966665042 0.00044911659275440535 0.00071206761952791197 2.8238429272134417e-05 0.0013909597661258104 0.0011309661111691149 0.0010666732585272983 0.0011218784618251989 0.00088356376986466656 0.00066259815742143041 0.00086145947456201487 0.0013891380005831302 0.0011303661289008382 0.0010124464828312708 0.00069355247880303601 0.0011084576421019215 0.00074787159453526379 0.00032801540078427949 0.00098496148394320096 0.0010028792921526271 0.0010508442664249103 0.00096692328770362889
leaf_weight=87 63 79 54 71 62 58 54 82 53 422 107 62 84 52 141 172 77 58 70 53 79 122 116 52
leaf_count=87 63 79 54 71 62 58 54 82 53 422 107 62 84 52 141 172 77 58 70 53 79 122 116 52
internal_value=0 0.000977566 0.00102163 0.000844068 0.000402112 0.000391715 0.00107459 0.000918553 0.00106274 0.00108257 0.00101808 0.000509954 0.000991772 0.00111728 0.00120027 0.00109025 0.000781347 0.000959489 0.000885528 0.000428064 0.00105954 0.000947283 0.00110104 0.00104187
internal_weight=0 2094 1945 447 149 236 1498 376 1444 1211 424 178 245 787 193 594 131 233 123 116 161 229 195 110
internal_count=2330 2094 1945 447 149 236 1498 376 1444 1211 424 178 245 787 193 594 131 233 123 116 161 229 195 110
is_linear=0
shrinkage=0.0032998


Tree=7158
num_leaves=27
num_cat=0
split_feature=1 52 1 1 12 12 52 13 1 2 0 2 52 12 401 52 2 2 150 0 16 50 16 130 0 12
split_gain=9.50235 1.49299 1.00384 0.856664 0.735916 0.719034 0.632789 0.434819 0.348229 0.609414 0.246838 0.204996 0.189368 0.184658 0.164552 0.17322 0.134325 0.151016 0.131574 0.129679 0.122534 0.116786 0.0805311 0.0629162 0.0309412 0.0381039
threshold=0.10732500000000002 -0.24526499999999998 0.14218000000000003 0.090195000000000011 0.088245000000000004 0.085665000000000005 -0.023474999999999996 -0.0059899999999999997 0.12419000000000001 0.10045500000000002 -0.068484999999999976 0.10188000000000001 -0.046924999999999988 -1.0000000180025095e-35 0.078085000000000016 0.11916 0.090050000000000005 0.085955000000000018 0.085075000000000026 -0.089964999999999976 0.081265000000000018 0.089465000000000017 -0.082354999999999984 0.0016050000000000003 -0.081854999999999997 0.096150000000000013
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=3 -2 6 4 11 7 13 -5 9 -8 16 14 -7 -3 15 18 17 -6 19 -1 -12 -14 -18 -19 -24 -26
right_child=1 2 -4 5 10 12 8 -9 -10 -11 20 -13 21 -15 -16 -17 22 23 -20 -21 -22 -23 24 -25 25 -27
leaf_value=0.0011860537386483622 0.00096500031091192797 0.00010939543362637136 3.0241459047539673e-05 0.0004075383367518665 0.00091841200268894961 0.0010838038978960719 0.00091374095934295795 0.0007807267839685481 0.00039756278021258612 0.00046256000889714522 0.00070138028590670904 0.00087790589430147511 0.00078290376466925039 0.00037486515222783689 0.0012355019779243517 0.00089187834442623029 0.00083277263198129115 0.0010336197122866192 0.00094170779785877489 0.0010710121847071193 0.00089327898191310753 0.00096148299532269887 0.0010271999848172012 0.0011882494839201229 0.00098095517731239886 0.00087034885681704121
leaf_weight=163 53 53 75 52 93 75 59 101 92 74 68 55 76 63 79 55 97 80 62 364 85 93 53 53 79 78
leaf_count=163 53 53 75 52 93 75 59 101 92 74 68 55 76 63 79 55 97 80 62 364 85 93 53 53 79 78
internal_value=0 0.000442974 0.000376381 0.000968688 0.00100567 0.000832217 0.000452409 0.000654122 0.000554606 0.000662973 0.000926511 0.00107542 0.000943747 0.000253877 0.0010904 0.00107255 0.000960401 0.00102279 0.00108936 0.00110666 0.000808221 0.000881384 0.000914361 0.0010955 0.00095188 0.000926229
internal_weight=0 469 416 1861 1464 397 341 153 225 133 686 778 244 116 723 644 533 226 589 527 153 169 307 133 210 157
internal_count=2330 469 416 1861 1464 397 341 153 225 133 686 778 244 116 723 644 533 226 589 527 153 169 307 133 210 157
is_linear=0
shrinkage=0.0032998


Tree=7159
num_leaves=13
num_cat=0
split_feature=4 39 0 4 1446 43 39 1428 157 4 4 0
split_gain=0.314586 0.169299 0.326831 0.17437 0.0859132 0.0777223 0.105482 0.07286 0.0873892 0.0776565 0.115801 0.0884641
threshold=0.27287000000000006 0.090455000000000021 -0.061994999999999995 0.45363500000000007 0.10734500000000001 -0.40535499999999997 0.088895000000000016 1.0000000180025095e-35 0.10891500000000003 -0.37626499999999991 -0.11205499999999999 0.056265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 7 8 9 11 -11 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=0.010396554570273114 -0.0041427259605304736 0.0052205027630829849 -0.014280890282369367 0.0082301818795985238 -0.0014475234974456407 0.014766140449239757 -0.00072516687662107051 0.010750272071415034 -0.00033860750936242333 -0.0016520266307726217 0.0053785151385219426 0.0049276238615954468
leaf_weight=81 80 87 58 54 55 52 85 68 79 69 1509 53
leaf_count=81 80 87 58 54 55 52 85 68 79 69 1509 53
internal_value=0 -0.000929389 -0.00372542 0.000829964 0.00508841 0.00526941 0.0050516 0.00532091 0.00511035 0.0053672 0.00506996 0.00981714
internal_weight=0 279 192 134 2051 1996 1915 1830 1762 1683 1578 105
internal_count=2330 279 192 134 2051 1996 1915 1830 1762 1683 1578 105
is_linear=0
shrinkage=0.16829


Tree=7160
num_leaves=16
num_cat=0
split_feature=4 3 123 14 3 0 42 0 4 4 0 14 0 0 4
split_gain=9.56062 3.68004 2.24337 1.01858 0.387072 0.379083 0.361367 0.353941 0.429721 0.377009 0.349852 0.357985 0.255575 0.212794 0.164523
threshold=0.30163500000000004 0.11745500000000002 0.081180000000000016 0.062655000000000016 0.30112000000000005 -0.07385499999999999 0.128055 -0.13892999999999997 0.005935000000000001 0.0014100000000000002 -0.17785499999999996 -0.45687499999999998 -0.10417499999999999 -0.079119999999999982 0.53076500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -3 -4 7 9 13 -1 -2 -12 -10 -9 -13
right_child=10 4 5 -5 -6 -7 -8 8 12 -11 11 14 -14 -15 -16
leaf_value=0.0005655310559749523 0.00044988899406274397 0.00049964779264600025 0.00066594802936585922 0.0013475937558453473 0.00010326161420093778 0.00028018103539356883 0.00067547898422727788 0.0010213720290640066 0.0010319173719132797 0.00096548691128273286 0.00038539354071218584 -1.8698632899711276e-05 0.00079389631700737282 0.00093557160978667586 0.00021206702988858645
leaf_weight=52 59 56 58 72 52 54 53 884 65 52 55 86 220 512 55
leaf_count=52 59 56 58 72 52 54 53 884 65 52 55 86 220 512 55
internal_value=0 0.000903084 0.000934792 0.000961426 0.000309121 0.000480268 0.00094628 0.000954301 0.000965939 0.000765848 0.000226788 0.00015945 0.000848305 0.000989929 7.10665e-05
internal_weight=0 2130 2022 1910 108 112 1838 1785 1681 104 255 196 285 1396 141
internal_count=2385 2130 2022 1910 108 112 1838 1785 1681 104 255 196 285 1396 141
is_linear=0
shrinkage=0.0032998


Tree=7161
num_leaves=14
num_cat=0
split_feature=49 49 151 16 150 147 16 49 49 2 0 13 2
split_gain=0.153227 0.241649 0.166964 0.147955 0.115163 0.1075 0.0679803 0.114426 0.0834494 0.0770336 0.0787031 0.0590923 0.038703
threshold=-0.047749999999999994 -0.07107999999999999 -0.083919999999999981 -0.50942999999999994 0.083205000000000015 0.085610000000000006 -0.26987499999999992 -0.009244999999999998 0.14321000000000003 -0.007134999999999999 0.048655000000000011 -0.079464999999999994 0.10686000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -4 6 12 -8 9 -9 -11 -6 -5
right_child=3 -3 4 5 11 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.00329272280763062 0.012023381050765962 -0.0068140852030376562 0.00059423796112486194 0.0045788224465086146 0.005850764150966848 -0.002314184398056366 0.013209934699041886 0.011836748174305313 -0.00059811488690779087 0.0050843788281781958 0.0097875117243461339 0.013715566487755428 -0.00088465511237573213
leaf_weight=62 93 76 55 73 52 53 55 55 63 1507 109 59 73
leaf_count=62 93 76 55 73 52 53 55 55 63 1507 109 59 73
internal_value=0 0.00139514 0.00413943 0.00544819 0.00692611 0.00513969 0.00534478 0.00563023 0.00538877 0.00561557 0.00540272 0.0100473 0.00183478
internal_weight=0 304 228 2081 166 1988 1935 1789 1734 1671 1616 111 146
internal_count=2385 304 228 2081 166 1988 1935 1789 1734 1671 1616 111 146
is_linear=0
shrinkage=0.16829


Tree=7162
num_leaves=26
num_cat=0
split_feature=1 4 150 0 1 47 16 15 52 159 4 43 0 1 1 0 131 15 51 159 15 15 4 42 4
split_gain=5.79317 1.46005 1.6369 0.525066 0.443654 0.440894 0.32048 0.261371 0.219335 0.182644 0.223294 0.218958 0.218754 0.172638 0.218289 0.171426 0.147336 0.143896 0.143007 0.141931 0.116874 0.095048 0.15505 0.0480937 0.0429362
threshold=0.096035000000000023 0.27287000000000006 0.082965000000000025 -0.068669999999999995 0.12419000000000001 0.083875000000000019 0.10246000000000001 0.054100000000000002 0.033770000000000008 0.084325000000000025 0.043850000000000007 -0.010344999999999998 -0.15503499999999998 0.12958500000000003 0.14000500000000002 -0.082234999999999989 0.078765000000000016 -1.0000000180025095e-35 0.081440000000000026 0.11500500000000001 -0.45726999999999995 0.091475000000000015 -0.085154999999999995 0.094225000000000017 -0.0023899999999999993
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 4 9 5 7 8 -2 -5 10 12 -12 -1 20 -15 16 18 -8 -14 24 -3 22 -17 -23 -11
right_child=1 13 -4 6 -6 -7 17 -9 -10 19 11 -13 15 14 -16 21 -18 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.00073070795075687257 0.00063733769673213995 0.00054003369805399415 0.00030333609862467193 0.00051078524008463851 0.00055129695189018208 0.0010286301882382045 0.00076967379254445206 0.00091787112938577727 0.00079012191706550369 0.0010350419516152939 0.0006761198176172522 0.00094669051626992224 0.00098496945771752429 0.0001125660008127501 0.00039789043988863141 0.00079274151711416509 0.001114831332957757 0.00098404483699183597 0.00082820209475384236 0.00089085470454039679 0.00034453905575406981 0.00087920360570282357 0.00097807746295105005 0.00074442009336278395 0.0011660672437816765
leaf_weight=53 98 64 100 60 69 96 65 59 65 64 75 60 509 56 62 68 85 78 76 52 73 73 205 57 63
leaf_count=53 98 64 100 60 69 96 65 59 65 64 75 60 509 56 62 68 85 78 76 52 73 73 205 57 63
internal_value=0 0.000553476 0.000672692 0.000914344 0.000787289 0.000851512 0.000779459 0.000742985 0.000656322 0.000939423 0.000925166 0.000796634 0.000940545 0.000356047 0.000262781 0.000950877 0.000983767 0.00088685 0.000964663 0.00103966 0.000436122 0.000896109 0.000932042 0.000820377 0.00110032
internal_weight=0 677 422 1708 322 253 268 157 125 1440 1261 135 1126 255 118 1073 670 143 585 179 137 403 273 130 127
internal_count=2385 677 422 1708 322 253 268 157 125 1440 1261 135 1126 255 118 1073 670 143 585 179 137 403 273 130 127
is_linear=0
shrinkage=0.0032998


Tree=7163
num_leaves=16
num_cat=0
split_feature=1 3 123 0 12 2 147 12 0 3 0 16 1 12 12
split_gain=8.51326 1.18204 1.07068 0.507476 0.405429 0.484751 0.392343 0.360683 0.216719 0.185617 0.344096 0.332739 0.191549 0.249372 0.196272
threshold=0.10892500000000001 -0.050489999999999993 0.080635000000000012 -0.04478999999999999 -0.10236499999999998 0.14234000000000005 0.088520000000000015 0.11628000000000001 -0.075914999999999996 0.085315000000000016 -0.14989499999999997 -0.023519999999999996 0.089790000000000023 0.088395000000000015 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 -3 8 7 9 -6 10 -1 -11 14 -14 -12
right_child=1 4 -4 -5 5 -7 -8 -9 -10 11 12 -13 13 -15 -16
leaf_value=0.0013987335693869841 0.00099344743494163062 0.00072476807236524507 0.00075754754948220498 0.00058665308860167008 0.00040138582658490044 0.0001508609071796194 0.00084012384219447173 0.00091612217780093577 0.00063959736288478255 0.00081879473810909898 0.0011901378245094149 0.0011770548601627503 0.00086332730482892382 0.0011136924569765607 0.0011018491867273803
leaf_weight=61 90 57 91 54 102 58 52 81 72 53 850 63 56 217 428
leaf_count=61 90 57 91 54 102 58 52 81 72 53 850 63 56 217 428
internal_value=0 0.000596581 0.00110822 0.000841144 0.000474601 0.000412986 0.00112535 0.00113353 0.000500159 0.0011437 0.00115303 0.00101367 0.00114335 0.00106246 0.0011606
internal_weight=0 433 1952 144 289 232 1861 1809 174 1728 1612 116 1551 273 1278
internal_count=2385 433 1952 144 289 232 1861 1809 174 1728 1612 116 1551 273 1278
is_linear=0
shrinkage=0.0032998


Tree=7164
num_leaves=18
num_cat=0
split_feature=30 3 12 157 3 474 47 12 42 1447 51 2 16 1203 16 48 16
split_gain=0.183527 0.102328 0.15323 0.110963 0.115195 0.12235 0.0751974 0.182405 0.146842 0.108794 0.114541 0.157474 0.0908726 0.0828816 0.0686822 0.0418611 0.0333533
threshold=0.085185000000000025 0.11745500000000002 -0.040564999999999997 -0.08427999999999998 -0.082224999999999979 0.083875000000000019 0.079855000000000023 0.084845000000000018 0.091635000000000008 -0.085709999999999995 -0.22361999999999996 0.093365000000000017 -0.06421499999999998 0.087970000000000007 -0.065564999999999984 0.089670000000000014 0.51303500000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 9 -8 14 -5 16 13 -13 -12 -9 -4 -11
right_child=-2 2 15 6 -6 -7 7 8 -10 10 11 12 -14 -15 -16 -17 -18
leaf_value=0.019444578941593012 -0.0036441684921820539 0.0091990801725236448 -0.0045359711284250473 0.011863199198875069 0.005026708292186018 0.0079272653346706135 0.015333270744118136 0.0061871798975536947 0.012660887476072708 0.013366836813936713 0.0054567461612120378 0.0044479296780960105 2.5460127514686629e-05 0.012144919706822023 -0.0021796937330900673 0.0017492021203859877 0.0072802280362954793
leaf_weight=52 61 54 64 68 78 54 75 53 52 53 970 264 264 56 58 56 53
leaf_count=52 61 54 64 68 78 54 75 53 52 53 970 264 264 56 58 56 53
internal_value=0 0.00568942 0.00174945 0.00600745 0.0099721 0.0135942 0.00563548 0.00845234 0.00527524 0.00524647 0.00497434 0.00460716 0.0022401 0.00582354 0.00179911 -0.00158792 0.0103405
internal_weight=0 2324 174 2150 184 106 1966 238 163 1728 1660 1554 528 1026 111 120 106
internal_count=2385 2324 174 2150 184 106 1966 238 163 1728 1660 1554 528 1026 111 120 106
is_linear=0
shrinkage=0.16829


Tree=7165
num_leaves=24
num_cat=0
split_feature=1 52 1 123 15 15 3 12 16 13 12 42 15 12 3 12 402 42 3 12 51 13 15
split_gain=11.8498 1.81091 1.13216 1.06576 0.462523 0.499385 0.645676 0.508574 0.793267 0.462104 0.354731 0.335782 0.239877 0.235333 0.375381 0.170752 0.129855 0.134073 0.125322 0.227011 0.115702 0.171203 0.126525
threshold=0.10732500000000002 -0.24526499999999998 0.12419000000000001 0.080635000000000012 -0.19301999999999997 0.03981500000000001 -0.14818499999999998 0.054520000000000006 0.15454000000000004 -0.072559999999999986 0.091325000000000003 0.095980000000000024 -0.050699999999999995 0.092150000000000024 1.0000000180025095e-35 -0.085209999999999994 0.023625000000000004 0.11819500000000001 -0.078484999999999985 0.084160000000000013 -0.024714999999999997 -0.083584999999999979 -0.077134999999999995
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 13 4 -1 7 -7 8 12 15 18 20 -6 14 -3 -4 17 -12 19 -8 22 -22 -9
right_child=1 2 9 -5 5 6 10 11 -10 -11 16 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0012581179031880335 0.00092701282558977792 0.00021438175765810128 8.5068136276327604e-05 0.00058179792833443244 0.00072823502959069451 0.0013597102332643008 0.00081505211442122708 0.0011558450187330739 0.0010730767065056949 0.00027246983103302778 0.00096836305110299117 0.00070720729030870888 0.00044251444092760576 0.00064266546869990219 0.00055986172223741249 -0.00017245826018516314 0.00075243460161097443 0.00078044887005223077 0.001188888760371669 0.0010513826252742785 0.00099575630820416183 0.00085935362996274894 0.00097419241554369605
leaf_weight=56 52 71 57 85 74 54 52 59 56 94 216 64 58 53 67 55 56 54 59 367 203 212 172
leaf_count=56 52 71 57 85 74 54 52 59 56 94 216 64 58 53 67 55 56 54 59 367 203 212 172
internal_value=0 0.000347694 0.000271725 0.000943971 0.000960941 0.000951444 0.0010087 0.000896696 0.000743181 0.000101824 0.000985084 0.000937295 0.000602958 0.000454783 0.00038237 -4.10812e-05 0.00090036 0.000930911 0.00104279 0.00102214 0.000960036 0.000926161 0.00102074
internal_weight=0 449 397 1897 1812 1756 858 898 188 206 804 710 132 191 138 112 326 270 478 419 646 415 231
internal_count=2346 449 397 1897 1812 1756 858 898 188 206 804 710 132 191 138 112 326 270 478 419 646 415 231
is_linear=0
shrinkage=0.0032998


Tree=7166
num_leaves=27
num_cat=0
split_feature=1 15 151 15 47 16 0 475 15 12 12 52 0 15 151 1210 15 157 484 16 15 0 43 12 0 16
split_gain=0.144441 0.186591 0.166978 0.21293 0.247304 0.132121 0.133131 0.119539 0.121668 0.149998 0.152626 0.136631 0.232037 0.145993 0.10106 0.0981465 0.0869111 0.0803906 0.0817142 0.0775069 0.0757844 0.0732389 0.0559723 0.114592 0.0720534 0.0396135
threshold=0.10732500000000002 1.0000000180025095e-35 -0.033849999999999991 -0.087404999999999983 0.089640000000000011 -0.48950499999999991 -0.061994999999999995 -0.10344499999999998 -0.19301999999999997 0.083885000000000015 0.087745000000000004 -0.087769999999999987 -0.086284999999999987 0.0056700000000000006 -0.033849999999999991 -0.080859999999999974 0.03981500000000001 -0.07928499999999998 -0.0084199999999999987 -0.069604999999999986 0.085790000000000019 -0.061994999999999995 -0.093419999999999989 0.093765000000000015 -0.084114999999999981 0.11021500000000002
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 -2 5 -5 -4 -7 -1 -9 11 16 25 13 14 -13 -12 17 -11 -19 20 -18 -14 23 -17 -24 -10
right_child=1 -3 3 4 -6 6 -8 8 9 10 15 12 21 -15 -16 22 19 18 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.012618442335879739 -0.0044987721583948015 -0.0078934981831760044 0.0075754250021284799 0.01885199299652713 0.003240657941054461 0.0027619119726197045 -0.0075856928086004026 0.012112568774001884 0.0091523174337915809 0.0096390286562435552 -0.0026064221752672922 0.0058066966706117754 -0.010983140420263916 0.010766965575000492 -0.0039865511464626732 -0.004295811086302722 0.0058678329985125078 0.0078174575488742046 -0.00079663251785271083 0.015912848159232072 0.013180786345160346 -0.0022440313684877404 0.0025581382403827117 0.0051700636955714129 0.0062462947996432044 0.0030960152137967166
leaf_weight=56 72 52 64 52 65 83 61 61 65 78 58 52 53 53 70 58 115 53 75 52 63 57 216 96 506 60
leaf_count=56 72 52 64 52 65 83 61 61 65 78 58 52 53 53 70 58 115 53 75 52 63 57 216 96 506 60
internal_value=0 0.00157664 0.00282159 0.00444886 0.0101944 0.00120836 -0.00160897 0.00493965 0.0047051 0.00445024 0.00529595 0.00161996 -0.000408693 0.00339165 0.000172894 0.00407835 0.00790016 0.00537098 0.0027561 0.0101576 0.00846622 -0.00647103 0.004523 0.00159333 0.0051454 0.00625967
internal_weight=0 449 397 325 117 208 144 1897 1841 1780 1370 410 285 175 122 934 436 206 128 230 178 110 876 154 722 125
internal_count=2346 449 397 325 117 208 144 1897 1841 1780 1370 410 285 175 122 934 436 206 128 230 178 110 876 154 722 125
is_linear=0
shrinkage=0.16829


Tree=7167
num_leaves=14
num_cat=0
split_feature=11 4 11 0 52 157 4 0 0 4 132 2 2
split_gain=0.134837 0.223811 0.186633 0.193789 0.149348 0.087459 0.128814 0.0832927 0.142176 0.0866582 0.0733463 0.0714479 0.101667
threshold=0.093970000000000012 -0.17689999999999997 0.077290000000000011 0.0037850000000000002 -0.037619999999999994 -0.060134999999999994 -0.019794999999999997 -0.23070499999999997 -0.14097999999999997 0.061375000000000006 0.10613500000000002 0.093565000000000023 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 -3 -7 9 -9 -10 12 -8
right_child=-2 2 -4 -5 -6 7 11 8 10 -11 -12 -13 -14
leaf_value=0.0051882112015216499 -0.0041552442960453859 -0.0050128388571259392 0.012405397531250939 -0.0055437158592767993 0.015052547241244486 0.0098207375298438957 0.00080339057121628853 -0.0054612267916371669 0.0037491269271171493 0.00295945480654171 0.008776287893375069 -0.0016835393553758934 0.0098972020635723617
leaf_weight=100 62 82 62 72 78 63 76 75 1393 64 88 66 65
leaf_count=100 62 82 62 72 78 63 76 75 1393 64 88 66 65
internal_value=0 0.00378532 0.00329969 0.00302262 0.00952088 0.00333629 0.000624266 0.00380093 0.00356571 -0.00157115 0.00404905 0.002866 0.00500832
internal_weight=0 2284 2106 2044 178 1972 289 1683 1620 139 1481 207 141
internal_count=2346 2284 2106 2044 178 1972 289 1683 1620 139 1481 207 141
is_linear=0
shrinkage=0.16829


Tree=7168
num_leaves=18
num_cat=0
split_feature=41 4 0 14 12 15 0 15 12 0 1210 1456 402 15 133 51 4
split_gain=0.123486 0.153667 0.159008 0.118837 0.12734 0.165695 0.116368 0.172372 0.102717 0.101284 0.0778737 0.0725806 0.075991 0.0685753 0.0562188 0.0450683 0.0172469
threshold=0.083975000000000008 -0.16772499999999999 0.0037850000000000002 -0.10708499999999999 0.083825000000000024 -0.035449999999999988 -0.086224999999999982 0.0056700000000000006 0.087745000000000004 0.11026000000000001 -1.0000000180025095e-35 -0.062944999999999987 0.12933500000000003 -0.23001499999999997 0.089135000000000006 0.088440000000000005 -0.5031049999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 5 13 7 -7 10 16 -6 -10 -13 -5 -12 -15 -1
right_child=-2 2 -4 4 8 6 -8 -9 11 -11 14 12 -14 15 -16 -17 -18
leaf_value=0.009004587398146191 -0.0035994675785004592 0.0092419547967558212 -0.0051705248740367736 -0.0015610335243302093 0.011013696925909143 -0.0078711318431807821 -0.0096757957207416322 0.0048479622208332258 -0.0022049554014232442 0.0036251660227136127 0.0056295331356487699 0.0034290894070134071 -0.0028982892100765842 0.0058217944659515733 -0.00013173309036009135 0.00020307421654438144 0.013431893616217862
leaf_weight=56 78 84 69 73 67 53 60 70 81 97 311 867 57 160 56 55 52
leaf_count=56 78 84 69 73 67 53 60 70 81 97 311 867 57 160 56 55 52
internal_value=0 0.00320035 0.00276231 0.00303772 0.00276392 0.000357842 -0.0035976 -0.000618017 0.00355021 0.00759975 0.00571734 0.00261256 0.00303682 0.00287743 0.00474553 0.0043928 0.0111529
internal_weight=0 2268 2063 1994 1910 471 183 123 1439 205 434 1005 924 288 367 215 108
internal_count=2346 2268 2063 1994 1910 471 183 123 1439 205 434 1005 924 288 367 215 108
is_linear=0
shrinkage=0.16829


Tree=7169
num_leaves=12
num_cat=0
split_feature=11 11 41 2 155 49 124 12 42 51 474
split_gain=0.0898064 0.0953604 0.168022 0.112424 0.0912851 0.134933 0.113124 0.101418 0.14347 0.0623628 0.0599032
threshold=0.093970000000000012 1.0000000180025095e-35 0.077565000000000009 -0.087244999999999975 0.083985000000000018 -0.14811499999999997 -0.085409999999999986 0.083995000000000014 -0.020484999999999996 -0.12293 0.092750000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7 8 -8 -6 -9
right_child=-2 2 -4 4 9 6 7 10 -10 -11 -12
leaf_value=-0.0051167387670266948 -0.0038347064280711382 0.01254318894639902 0 -0.005887667063416601 0.011340095867546984 0.0091579514392713807 -0.0068347484929562633 0.0033773890646999448 0.0014097324375111787 0.0031505396556947107 -0.0018081007315714768
leaf_weight=55 62 71 53 55 55 71 68 1245 493 52 66
leaf_count=55 62 71 53 55 55 71 68 1245 493 52 66
internal_value=0 0.00264524 0.0071909 0.00238345 0.00258027 0.0023225 0.00255582 0.00230446 0.000407199 0.00737692 0.00311496
internal_weight=0 2284 124 2160 2105 1998 1943 1872 561 107 1311
internal_count=2346 2284 124 2160 2105 1998 1943 1872 561 107 1311
is_linear=0
shrinkage=0.16829


Tree=7170
num_leaves=17
num_cat=0
split_feature=4 1210 1456 403 130 34 133 133 4 12 1212 1 4 1 15 15
split_gain=0.1834 0.173395 0.137263 0.108875 0.0991396 0.108179 0.100981 0.120636 0.12742 0.113731 0.0865807 0.0651356 0.0509014 0.0788001 0.131988 0.0244042
threshold=0.27287000000000006 -0.07983999999999998 -0.15627999999999997 -0.087094999999999992 -0.050984999999999996 -1.0000000180025095e-35 -0.088524999999999979 -0.019454999999999997 -0.075969999999999996 -1.0000000180025095e-35 0.058525000000000008 0.082265000000000019 0.59999500000000017 0.11634000000000001 -0.42075999999999997 0.082725000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 15 -6 10 8 -8 -9 11 -7 13 -2 -15 -4
right_child=12 2 4 -5 5 6 7 9 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.0091316366355558044 -0.0044320228022623562 0.010740183945764075 0.010668991527486954 0.0016838766267686953 0.010276711213258365 0.0024782993462484967 -0.0093129741648840143 -0.0028488000795199855 0.001906852388545882 0.002891668355882403 0.011689741247088513 0.0092885365877144518 -0.0060033395173888383 0.0086873987852392875 -0.0027141482555564245 0.0055658924531472526
leaf_weight=52 82 69 52 53 53 175 53 106 62 1213 52 52 61 52 64 59
leaf_count=52 82 69 52 53 53 175 53 106 62 1213 52 52 61 52 64 59
internal_value=0 0.00299801 0.00335793 -0.00365527 0.00308559 0.0027774 0.00254432 0.00197243 -0.0032484 0.00242898 0.0054773 0.00404627 -0.00175053 -0.000431246 0.0023814 0.00797272
internal_weight=0 2051 1946 105 1877 1766 1713 1434 115 1319 279 227 259 198 116 111
internal_count=2310 2051 1946 105 1877 1766 1713 1434 115 1319 279 227 259 198 116 111
is_linear=0
shrinkage=0.16829


Tree=7171
num_leaves=12
num_cat=0
split_feature=3 151 4 3 4 1456 4 13 1213 0 13
split_gain=0.152389 0.125198 0.130407 0.105867 0.124982 0.129617 0.163604 0.238726 0.127958 0.0769689 0.0246819
threshold=0.31343500000000007 0.077805000000000013 0.30163500000000004 0.12991000000000003 0.25472500000000003 -0.15627999999999997 0.053010000000000009 -0.085164999999999977 -0.081399999999999986 -0.057279999999999991 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7 10 -4
right_child=-2 -3 9 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.0092394156179756871 -0.0051591818092055104 0.0085748031055503035 -0.0020890290795898239 0.0098911325725665692 0.010320302596861692 0.0063302639859244515 -0.012545852133675423 0.00057035981271206886 0.0017581251508298557 0.0025481614314797306 -0.0068992975426294028
leaf_weight=68 80 87 59 53 53 199 52 160 1370 64 65
leaf_count=68 80 87 59 53 53 199 52 160 1370 64 65
internal_value=0 0.00230999 0.00205482 0.00246235 0.0022544 0.00202223 0.00174566 -0.00263835 0.00233917 -0.00217354 -0.00462503
internal_weight=0 2230 2143 1955 1902 1849 1781 212 1569 188 124
internal_count=2310 2230 2143 1955 1902 1849 1781 212 1569 188 124
is_linear=0
shrinkage=0.16829


Tree=7172
num_leaves=15
num_cat=0
split_feature=4 2 3 14 123 2 0 3 1456 2 4 0 16 3
split_gain=9.5007 3.62807 0.910468 0.852943 0.811493 0.740623 0.434785 0.380815 0.231384 0.194379 0.191238 0.200013 0.111898 0.0400549
threshold=0.30163500000000004 0.13290500000000002 0.11191000000000002 0.076175000000000007 1.0000000180025095e-35 0.14530500000000005 -0.07304999999999999 -0.11756999999999999 -0.15627999999999997 0.087610000000000007 -0.50086499999999989 -0.00077999999999999999 -0.49181999999999998 -0.012769999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 8 -2 -1 -10 -8 -12 -9 -6
right_child=5 -3 -4 -5 13 -7 10 12 9 -11 11 -13 -14 -15
leaf_value=0.0013917299947834721 0.00073672007805785885 0.00046578489403905612 0.00077288404870031119 0.0015205360872081624 0.00078043766804833565 7.3822322968248214e-05 0.0011963546851432813 0.00052142366573976109 0.001206491618117863 0.0011216351934356828 0.0010562455518052486 0.00083258609211411913 0.00032992753442945424 0.00091855852333992325
leaf_weight=56 59 93 74 65 52 53 87 63 738 521 269 54 74 52
leaf_count=56 59 93 74 65 52 53 87 63 738 521 269 54 74 52
internal_value=0 0.00110331 0.00113342 0.00114749 0.00113421 0.000420679 0.00115133 0.000514292 0.00118081 0.0011714 0.00105669 0.00101896 0.000418245 0.000849837
internal_weight=0 2061 1968 1894 1829 249 1725 196 1315 1259 410 323 137 104
internal_count=2310 2061 1968 1894 1829 249 1725 196 1315 1259 410 323 137 104
is_linear=0
shrinkage=0.0032998


Tree=7173
num_leaves=10
num_cat=0
split_feature=40 4 0 11 1454 48 483 159 0
split_gain=0.147346 0.228415 0.149527 0.133811 0.101279 0.0881081 0.0867053 0.0812501 0.0906691
threshold=0.051255000000000002 -0.51381999999999983 0.12445000000000002 0.094815000000000024 0.078175000000000008 -0.08341999999999998 0.0093900000000000008 -0.41538999999999998 -0.15061499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 -7 -9
right_child=-2 2 -4 -5 6 7 -8 8 -10
leaf_value=0.013775029378219559 -0.0059112854926873211 0.0089988614121649761 -0.0056562071630392461 0.011161022102404937 0.0028962245073304396 0.0072554188173557747 0.012116141062111471 -0.0022170954738619944 0.0021486265588683533
leaf_weight=52 57 53 62 52 61 81 56 146 1690
leaf_count=52 57 53 62 52 61 81 56 146 1690
internal_value=0 0.00274321 0.00248176 0.00271849 0.00250727 0.00222026 0.00732453 0.00203191 0.00180048
internal_weight=0 2253 2201 2139 2087 1970 117 1917 1836
internal_count=2310 2253 2201 2139 2087 1970 117 1917 1836
is_linear=0
shrinkage=0.16829


Tree=7174
num_leaves=24
num_cat=0
split_feature=1 3 123 3 3 11 2 1 13 1 1 12 52 12 12 52 52 52 12 160 2 12 1
split_gain=29.6173 4.05083 2.06567 1.60968 1.24808 1.12166 1.02108 0.815844 0.746499 0.553234 0.533364 0.315259 0.353041 0.476596 0.314907 0.290946 0.283974 0.45006 0.133376 0.119937 0.10845 0.0992189 0.120802
threshold=0.10508500000000001 -0.058704999999999993 0.080635000000000012 0.31343500000000007 0.088465000000000002 1.0000000180025095e-35 0.10497000000000002 0.12180500000000001 0.039845000000000012 0.12796000000000002 0.088595000000000021 0.089765000000000025 0.0085900000000000021 0.083935000000000023 0.094435000000000005 -0.14488499999999996 -0.42890999999999996 0.0029250000000000005 0.08536500000000001 -0.082179999999999989 0.096540000000000015 0.089625000000000024 0.092485000000000026
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 7 5 4 9 6 10 14 -7 -3 11 12 15 -14 -2 -1 -8 -18 -12 -13 -21 -20 -23
right_child=1 3 -4 -5 -6 8 16 -9 -10 -11 18 19 13 -15 -16 -17 17 -19 21 20 -22 22 -24
leaf_value=0.0019059201151296456 0.0011630360688439363 0.00068919450923072331 0.0011430186514369903 0.00015183571494528848 0.0010020455664652003 0.0022840489867019414 0.0016849976332625747 0.00086201754129867382 0.0017471686494931462 0.00029964097761709621 0.0014544753812678461 0.0015245962518712706 0.0021102775930506947 0.0018072415243277932 0.001514777506683166 0.0016827764118285708 0.0011883918088169123 0.0015477464050468687 0.0017639287775143859 0.0017360669806845864 0.001576328500850618 0.0014763216989241127 0.0016629981063545519
leaf_weight=82 52 93 73 77 93 60 55 54 55 70 63 57 73 281 63 340 64 98 53 213 67 66 108
leaf_count=82 52 93 73 77 93 60 55 54 55 70 63 57 73 281 63 340 64 98 53 213 67 66 108
internal_value=0 0.000782113 0.00168823 0.000570742 0.000696604 0.00171115 0.00168867 0.00119839 0.00202759 0.000522118 0.0017214 0.00175456 0.00179178 0.00186983 0.00135604 0.00172622 0.00147687 0.001406 0.00159402 0.00166875 0.00169797 0.0016326 0.00159239
internal_weight=0 502 1808 333 256 1735 1620 169 115 163 1403 1113 776 354 115 422 217 162 290 337 280 227 174
internal_count=2310 502 1808 333 256 1735 1620 169 115 163 1403 1113 776 354 115 422 217 162 290 337 280 227 174
is_linear=0
shrinkage=0.0032998


Tree=7175
num_leaves=23
num_cat=0
split_feature=1 15 157 12 0 403 484 43 13 15 16 16 1446 43 15 16 43 484 474 16 13 43
split_gain=0.112004 0.212293 0.139133 0.102915 0.10966 0.101435 0.115979 0.099471 0.115977 0.118449 0.0981235 0.111857 0.0935044 0.0900438 0.0797269 0.132712 0.0725243 0.0692348 0.0790551 0.0808317 0.0351511 0.0205421
threshold=0.085595000000000018 0.11754500000000001 -0.083039999999999989 0.091515000000000013 -0.07581499999999998 -0.089364999999999986 -0.035214999999999989 0.085460000000000022 -0.099939999999999987 -0.088709999999999983 -0.096104999999999982 -0.14483499999999996 0.083715000000000026 0.31511000000000006 -0.074959999999999985 0.21684500000000004 -0.09799999999999999 -0.035214999999999989 0.084755000000000011 -0.021919999999999999 -0.065269999999999981 -0.033174999999999989
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 -2 4 10 -4 -7 8 -8 -10 11 -1 17 14 -5 16 -16 -12 19 -19 -18 -22
right_child=1 -3 5 13 -6 6 7 -9 9 -11 12 -13 -14 -15 15 -17 20 18 -20 -21 21 -23
leaf_value=0.0054589027702228341 -0.0060150802458711627 0.012200244551378447 0.0087927895383328736 0.0060469645324846364 0.011060338568848914 0.0076845177935764347 -0.0052861395830249153 0.0069141353265124543 -0.0016352409930924505 0.0032270626076287032 -0.00101625782633156 0.015198945962852612 0.0093391729459357063 0.0090697558197229411 -0.0029838840075343295 -0.0064263587892879554 0.0065659371447235179 0.0032494312424527758 -0.0020801116548948726 0.0081784560261154576 0.0041342776696654355 -0.00048151141795483551
leaf_weight=96 63 57 61 89 94 82 89 73 240 346 88 52 84 52 59 65 76 295 52 140 54 54
leaf_count=96 63 57 61 89 94 82 89 73 240 346 88 52 84 52 59 65 76 295 52 140 54 54
internal_value=0 0.00221872 0.00162045 0.00456594 0.0056048 0.00216236 0.00167289 0.00101146 0.000370439 0.00123261 0.0049671 0.00889322 0.00408264 0.00247729 0.00160927 0.00032112 0.00213339 0.00331161 0.00409733 0.00483991 0.00378403 0.00180975
internal_weight=0 1011 954 1350 901 891 830 748 675 586 807 148 659 449 397 308 243 575 487 435 184 108
internal_count=2361 1011 954 1350 901 891 830 748 675 586 807 148 659 449 397 308 243 575 487 435 184 108
is_linear=0
shrinkage=0.16829


Tree=7176
num_leaves=12
num_cat=0
split_feature=49 132 3 0 43 3 3 157 150 12 1456
split_gain=0.125824 0.109977 0.136592 0.193111 0.111343 0.100853 0.157777 0.101385 0.147859 0.0998631 0.0635559
threshold=-0.17571499999999998 0.082230000000000011 0.30835000000000007 0.13134000000000004 -0.079944999999999988 -0.13795999999999997 -0.15680499999999997 -0.087424999999999989 0.10389500000000002 0.086325000000000013 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 9 6 -2 -7 10 -3 -9
right_child=1 4 -4 -5 -6 7 -8 8 -10 -11 -12
leaf_value=0.011004274090382118 0.0031389914377529739 -0.0096403339625195615 -0.0040768666512812591 0.013360701096379908 0.0035037640871066786 -0.0018059443300446352 -0.0080127989057293576 0.003149331543522399 0.010123731927853558 -0.00016686481428570518 0.0077686229443352361
leaf_weight=54 97 52 71 54 102 96 57 1508 99 81 90
leaf_count=54 97 52 71 54 102 96 57 1508 99 81 90
internal_value=0 0.00277399 0.00316545 0.00342332 -0.000669913 0.00314679 -0.000976953 0.00350198 0.00380331 -0.00388429 0.00341062
internal_weight=0 2307 2072 2001 235 1947 154 1793 1697 133 1598
internal_count=2361 2307 2072 2001 235 1947 154 1793 1697 133 1598
is_linear=0
shrinkage=0.16829


Tree=7177
num_leaves=13
num_cat=0
split_feature=10 132 14 47 1373 0 150 150 150 133 13 15
split_gain=0.134079 0.145423 0.137085 0.0953928 0.0874635 0.084114 0.0852215 0.191343 0.130386 0.0787637 0.0663575 0.0334651
threshold=-0.0091199999999999979 0.088210000000000011 -0.10708499999999999 0.11114000000000002 1.0000000180025095e-35 0.13134000000000004 0.089910000000000018 0.10389500000000002 0.077585000000000001 0.14391000000000001 -0.062109999999999992 -0.072469999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -8 -4 10 -3 -5
right_child=1 9 3 11 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0036218984423994826 0.010113371179654567 -0.00042730133354537409 0.0027650801987888106 -0.004758440878326377 0.009328279717129408 0.0094920126983847695 -0.0093554904686944419 0.0032259270881655881 0.010102708120398993 0.0032261009543927258 -0.0081292905050868672 0.0010394706947189033
leaf_weight=98 77 67 1544 57 63 54 52 100 72 61 61 55
leaf_count=98 77 67 1544 57 63 54 52 100 72 61 61 55
internal_value=0 0.00272884 0.0031364 0.00286648 0.00315036 0.00293576 0.00273449 -0.00106642 0.00309312 -0.00173399 -0.00411182 -0.00189521
internal_weight=0 2263 2074 1997 1885 1822 1768 152 1616 189 128 112
internal_count=2361 2263 2074 1997 1885 1822 1768 152 1616 189 128 112
is_linear=0
shrinkage=0.16829


Tree=7178
num_leaves=14
num_cat=0
split_feature=147 10 132 2 14 1 403 51 2 2 43 48 483
split_gain=0.137881 0.122178 0.0876018 0.130869 0.111307 0.0911919 0.168233 0.145182 0.136512 0.109231 0.0760505 0.068598 0.0962316
threshold=0.094705000000000011 -0.086389999999999981 0.088210000000000011 0.095620000000000011 -0.18536 0.076010000000000008 -0.092224999999999988 -0.20826999999999998 0.083935000000000023 0.083175000000000013 -0.081639999999999976 0.10184000000000001 0.09011000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 -3 8 -7 -8 -6 -9 -4 12 -10
right_child=-2 2 3 -5 5 6 7 9 11 -11 -12 -13 -14
leaf_value=-0.0052746530835271884 0.010543982080643118 0.0085860534564835573 -0.0018562422680243275 -0.0068018743030036927 -0.0031335856790834006 0.0092737755602446351 0.00835561351062937 0.0014811875548978127 0.003566896704456451 -0.0026123866889797239 0.006875973747530701 -0.0021815837023422447 0.010336493277618621
leaf_weight=66 53 79 60 76 90 62 57 389 908 351 53 53 64
leaf_count=66 53 79 60 76 90 62 57 389 908 351 53 53 64
internal_value=0 0.00185416 0.00206481 -0.00139625 0.00238432 0.00213521 0.000829191 0.000170018 0.00313976 -0.000458066 0.0022235 0.00369235 0.00401448
internal_weight=0 2308 2242 189 2053 1974 859 797 1115 740 113 1025 972
internal_count=2361 2308 2242 189 2053 1974 859 797 1115 740 113 1025 972
is_linear=0
shrinkage=0.16829


Tree=7179
num_leaves=10
num_cat=0
split_feature=49 10 52 160 401 401 402 1454 151
split_gain=0.0846507 0.127627 0.0949239 0.0914942 0.0975669 0.163142 0.121342 0.0825631 0.0771298
threshold=-0.17571499999999998 -0.0091199999999999979 0.51339500000000016 -0.53447999999999996 0.093690000000000009 0.11186000000000001 0.097825000000000009 0.07931500000000001 -0.091874999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 -5
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=0.0082992280469731793 -0.0046931217416159802 -0.0045622285229505923 -0.0037402823604484373 0.006013158950196152 -0.0078604893225668326 0.0032887047407179934 0.0093621705875540466 0.0073026645143221235 0.0017012355011721486
leaf_weight=54 89 58 84 127 70 79 71 88 1641
leaf_count=54 89 58 84 127 70 79 71 88 1641
internal_value=0 0.00155 0.00180132 0.00202029 0.00220506 -0.00193711 0.00252628 0.00226381 0.00201199
internal_weight=0 2307 2218 2134 2076 149 1927 1856 1768
internal_count=2361 2307 2218 2134 2076 149 1927 1856 1768
is_linear=0
shrinkage=0.16829


Tree=7180
num_leaves=16
num_cat=0
split_feature=1 14 1 124 52 16 49 49 0 0 16 124 16 42 16
split_gain=5.62016 1.22998 0.946295 0.780706 0.600018 0.430394 0.338417 0.303007 0.299074 0.227279 0.19157 0.181173 0.261431 0.11648 0.0774635
threshold=0.10752500000000002 0.062655000000000016 0.13554500000000003 -0.080389999999999989 -0.22243999999999997 -0.50790499999999994 0.11580500000000001 0.047620000000000003 -0.13314999999999996 -0.079119999999999982 0.065440000000000012 -0.013479999999999999 -0.073494999999999991 0.083925000000000013 -0.41163499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -5 8 11 -7 13 -11 -6 -13 -10 -4
right_child=2 -3 14 5 7 6 -8 -9 9 10 -12 12 -14 -15 -16
leaf_value=0.00060332888129416881 0.00094962792290653243 0.0013662442697133885 0.000205854970057835 0.00064228322316099956 0.00046699456970057007 0.00077268320987891723 0.00075060230130651908 0.00034441813912822937 0.0010417997004544615 0.00086360403276755995 0.00099316541998815391 0.00055165966422344027 0.000841625917159906 0.00096725437984550603 0.00036697858764615847
leaf_weight=79 54 72 54 52 57 89 90 54 452 317 215 72 66 516 87
leaf_count=79 54 72 54 52 57 89 90 54 452 317 215 72 66 516 87
internal_value=0 0.000942256 0.000529321 0.000925371 0.00063335 0.000940048 0.000949249 0.000564618 0.000960478 0.000971597 0.000916031 0.000625415 0.000690594 0.0010021 0.000305522
internal_weight=0 1882 444 1810 303 1731 1679 249 1589 1500 532 195 138 968 141
internal_count=2326 1882 444 1810 303 1731 1679 249 1589 1500 532 195 138 968 141
is_linear=0
shrinkage=0.0032998


Tree=7181
num_leaves=25
num_cat=0
split_feature=1 39 12 2 2 1 13 16 1 2 13 0 16 48 130 133 13 12 474 16 43 2 16 16
split_gain=5.5082 1.4123 0.788311 0.768747 0.731669 0.651374 0.258503 0.226318 0.221906 0.21229 0.202438 0.19618 0.182399 0.159231 0.129374 0.124528 0.111911 0.0976373 0.0921615 0.081107 0.0728145 0.0607542 0.0500296 0.0215663
threshold=0.10684 0.081875000000000017 0.085090000000000013 0.113945 0.098150000000000015 0.094165000000000013 -0.0013449999999999996 0.065440000000000012 1.0000000180025095e-35 0.089830000000000007 0.010320000000000001 -0.14989499999999997 -0.074254999999999988 0.08796000000000001 0.0016050000000000003 0.024130000000000002 -0.011269999999999997 0.091545000000000015 0.085295000000000024 -0.11118499999999999 -0.076834999999999987 0.10387 -0.081299999999999983 -0.063814999999999997
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 4 6 -4 7 -3 13 9 -9 11 20 -1 -8 19 18 16 -11 -17 -13 -2 -6 -22 -16 -23
right_child=2 5 3 -5 10 -7 12 8 -10 15 -12 14 -14 -15 22 17 -18 -19 -20 -21 21 23 -24 -25
leaf_value=0.001118553932882879 0.0004475821596287794 0.00077684206597382116 0.00084291047493626056 0.0003485200274428626 0.00090850989570609387 0.00026291191418094492 0.00038390197944482355 0.00094729464237426468 0.0012127463932059496 0.00068236583244924408 0.00064827440588454679 0.00093026283671728211 0.00065514097582426288 0.00017740749361210313 0.00097515755376840693 0.0010241888512545014 0.00087495756432147517 0.00083716872535218403 0.00079713628819352996 0.00028705199442009881 0.00088255870527288044 0.00079535372486167725 0.0011158160883523729 0.00070361737947309772
leaf_weight=71 82 53 102 52 81 55 56 79 64 74 102 695 54 62 74 56 64 76 66 62 55 65 54 72
leaf_count=71 82 53 102 52 81 55 56 79 64 74 102 695 54 62 74 56 64 76 66 62 55 65 54 72
internal_value=0 0.000882406 0.00048231 0.000676202 0.000905058 0.000515445 0.000387707 0.000940461 0.00106634 0.000925797 0.000775342 0.000949081 0.000517376 0.000318295 0.000935506 0.000842879 0.000771939 0.000916778 0.000918763 0.00037871 0.000822689 0.0007863 0.00103477 0.000747399
internal_weight=0 1856 470 154 1748 108 316 1373 143 1230 375 960 110 206 889 270 138 132 761 144 273 192 128 137
internal_count=2326 1856 470 154 1748 108 316 1373 143 1230 375 960 110 206 889 270 138 132 761 144 273 192 128 137
is_linear=0
shrinkage=0.0032998


Tree=7182
num_leaves=15
num_cat=0
split_feature=1186 49 51 42 1 159 13 1 1 147 51 15 47 15
split_gain=0.108784 0.113035 0.122542 0.142254 0.154653 0.119089 0.138293 0.156692 0.136698 0.0834045 0.0697415 0.0687758 0.0609942 0.0948879
threshold=0.060550000000000007 0.092470000000000011 0.086090000000000014 0.090570000000000025 0.081540000000000015 0.11819000000000002 -0.41572999999999993 0.13662500000000002 0.11969500000000001 0.089365000000000014 -0.085574999999999984 -0.082674999999999985 0.094460000000000002 -0.10245999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 8 9 -8 -3 -6 13 -12
right_child=-2 10 3 -5 11 -7 7 -9 -10 -11 12 -13 -14 -15
leaf_value=0.012655079269686386 -0.0022441340714346525 0.0046770509026036796 0.004971124075768967 0.0015540494953870043 0.010085071764342812 -0.0025355198901584235 0.0042310274406360494 -0.0047496492671638326 0.011804447638281527 -0.0020631645501348697 0.0026448379371558505 0.018692856120562894 0.0033048142095610856 -0.0062610833936555341
leaf_weight=54 81 102 89 75 53 76 1344 56 66 62 56 55 72 85
leaf_count=54 81 102 89 75 53 76 1344 56 66 62 56 55 72 85
internal_value=0 0.00401955 0.00450226 0.00781981 0.0101961 0.00395692 0.00426996 0.00397245 0.00430549 0.0039522 0.00105626 0.0144853 -0.000669208 -0.00271124
internal_weight=0 2245 1930 272 197 1658 1582 1528 1472 1406 315 108 213 141
internal_count=2326 2245 1930 272 197 1658 1582 1528 1472 1406 315 108 213 141
is_linear=0
shrinkage=0.16829


Tree=7183
num_leaves=11
num_cat=0
split_feature=40 14 10 124 15 12 158 47 12 47
split_gain=0.143984 0.128202 0.145034 0.125801 0.10784 0.080938 0.0805037 0.0856864 0.113239 0.0150562
threshold=0.051255000000000002 0.019675000000000002 -0.010699999999999999 -0.077709999999999987 0.14854500000000001 -0.089089999999999989 -0.41554999999999992 0.11043500000000002 -0.007389999999999999 0.12577000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5 8 -8 -9
right_child=-2 -3 3 4 -6 -7 7 9 -10 -11
leaf_value=0.0099818131816987558 -0.0052559335539693738 0.0097149540810714703 0.0021395131087583279 0.0095625139185606823 -0.0043797176854061962 -0.0064537527202568456 0.0097480827710715902 -0.0033361403029066134 0.0031754401939320318 0.00053129926769936555
leaf_weight=84 56 87 59 58 52 65 78 54 1674 59
leaf_count=84 56 87 59 58 52 65 78 54 1674 59
internal_value=0 0.00337001 0.00311632 0.00284071 0.00316755 -0.00235053 0.00337257 0.0031791 0.00346908 -0.00130096
internal_weight=0 2270 2183 2099 1975 124 1923 1865 1752 113
internal_count=2326 2270 2183 2099 1975 124 1923 1865 1752 113
is_linear=0
shrinkage=0.16829


Tree=7184
num_leaves=12
num_cat=0
split_feature=0 10 4 2 12 393 150 1452 4 12 43
split_gain=0.18121 0.15942 0.161629 0.117727 0.0803592 0.0768766 0.0794408 0.0846094 0.0741438 0.106898 0.0935975
threshold=0.12445000000000002 -0.010699999999999999 -0.097514999999999977 0.098215000000000011 0.082295000000000021 0.10317000000000003 0.12068000000000002 0.087755000000000014 0.043850000000000007 -0.089089999999999989 -0.09139499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 10 -10 -4
right_child=-2 2 5 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0098889813710027492 -0.0054996611113796775 0.0057257097879958299 0.0056054629411389128 0.0023670038360708661 0.014422424089429477 0.0084018466628368385 0.0079338922775343719 0.0075387221124403993 0.0057279530854956783 -0.0014781798109816746 0.0015716209303718383
leaf_weight=89 75 57 191 90 66 54 61 69 69 375 1130
leaf_count=89 75 57 191 90 66 54 61 69 69 375 1130
internal_value=0 0.00290142 0.00261294 0.00701816 0.0104068 0.00213059 0.00195093 0.00175096 0.00152367 -0.000354261 0.00215622
internal_weight=0 2251 2162 213 123 1949 1895 1834 1765 444 1321
internal_count=2326 2251 2162 213 123 1949 1895 1834 1765 444 1321
is_linear=0
shrinkage=0.16829


Tree=7185
num_leaves=28
num_cat=0
split_feature=1 10 12 123 15 47 0 12 49 1 15 160 156 0 15 48 15 2 160 1 0 42 1210 15 0 15 0
split_gain=11.1003 2.03549 1.00504 0.628516 0.41185 0.384349 0.365287 0.331587 0.282267 0.640701 0.311299 0.287411 0.232226 0.208349 0.194869 0.18186 0.186179 0.175096 0.175479 0.132606 0.09402 0.0914857 0.0788862 0.0666832 0.05567 0.0352913 0.0348841
threshold=0.10439500000000002 -1.0000000180025095e-35 0.087245000000000003 0.081180000000000016 0.03981500000000001 0.10019500000000002 -0.14151499999999997 0.10031500000000002 -0.014169999999999999 0.081315000000000012 -0.0061449999999999986 -0.0080249999999999991 0.083125000000000018 -0.088589999999999988 0.087720000000000006 0.10255000000000002 -0.12431499999999999 0.106035 -0.065384999999999985 0.085345000000000018 -0.088269999999999987 -0.0096099999999999988 -0.00064999999999999986 0.11643000000000002 -0.14012999999999998 0.08568000000000002 -0.081964999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 17 -6 -4 9 -1 12 -12 15 -8 21 16 -10 -3 -19 -13 -14 26 -16 -24 -20 -23 -15
right_child=1 2 7 -5 6 -7 13 -9 10 -11 11 19 20 14 22 -17 -18 18 24 -21 -22 25 23 -25 -26 -27 -28
leaf_value=0.0011753430474107395 0.00015515436497150491 0.00035176691478743964 0.0010878294777720422 0.00082652450864051602 0.0014965971528675796 0.00083553930467958044 0.0010192281316321751 0.00077585802791246209 0.0013496128079946695 0.00073621251868099939 0.00083073010381327548 0.0010015239390546685 0.0014192800760747834 0.0011973713816421994 0.0012839534309244467 0.00098039288947280928 0.001145713370559858 0.00041634501753810648 0.00073090703167354512 0.001242410262212541 0.0012331076697797894 0.0014333991376998579 0.0011852571053320145 0.0010726277930193059 0.000576064399610111 0.0013014894761063116 0.0013117481333872873
leaf_weight=87 89 52 70 60 52 53 61 82 59 63 58 52 53 93 75 63 363 53 52 53 82 59 298 81 57 52 58
leaf_count=87 89 52 70 60 52 53 61 82 59 63 58 52 53 93 75 63 363 53 52 53 82 59 298 81 57 52 58
internal_value=0 0.000608875 0.000705166 0.00116065 0.001172 0.000582867 0.00122599 0.000919761 0.00112399 0.000991143 0.0011494 0.00101951 0.00118349 0.00120784 0.00122386 0.00114919 0.0011743 0.000520125 0.000573948 0.00112345 0.00130646 0.00129691 0.00118162 0.00116128 0.000650258 0.00137192 0.00124154
internal_weight=0 508 419 1822 1762 267 829 152 933 150 783 163 620 777 716 485 422 214 162 105 135 262 454 379 109 111 151
internal_count=2330 508 419 1822 1762 267 829 152 933 150 783 163 620 777 716 485 422 214 162 105 135 262 454 379 109 111 151
is_linear=0
shrinkage=0.0032998


Tree=7186
num_leaves=11
num_cat=0
split_feature=4 130 4 3 2 151 157 13 151 4
split_gain=0.165668 0.118024 0.0834966 0.133815 0.0956632 0.0833449 0.063518 0.0594347 0.078319 0.0581996
threshold=-0.51253999999999988 -0.077029999999999987 0.53076500000000015 0.11372500000000001 0.11342000000000001 -0.15243999999999999 -0.089089999999999989 0.26171000000000005 -0.086224999999999982 -0.066099999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 5 -5 -3 -7 8 -8 -2
right_child=1 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.0072498915304857938 0.00014013361558437893 0.0078055496880345973 0.0080478117194062049 -0.008783107807347661 5.2620507956614638e-05 0.0060381105147459414 -0.0031874283882975989 0.0071570461041985077 0.0017527158361043437 -0.0077147669129988142
leaf_weight=61 52 70 61 54 96 99 96 54 1633 54
leaf_count=61 52 70 61 54 96 99 96 54 1633 54
internal_value=0 0.0016327 0.00190194 0.00172274 -0.00311626 0.00209551 0.00188217 0.00165041 0.00147738 -0.00384447
internal_weight=0 2269 2163 2102 150 1952 1882 1783 1729 106
internal_count=2330 2269 2163 2102 150 1952 1882 1783 1729 106
is_linear=0
shrinkage=0.16829


Tree=7187
num_leaves=12
num_cat=0
split_feature=49 133 43 1212 1212 1186 13 43 160 3 13
split_gain=0.144844 0.0762302 0.0830129 0.0893012 0.0883876 0.0867339 0.0948092 0.0817967 0.122807 0.0521313 0.0344018
threshold=-0.15562499999999999 -0.24264499999999997 0.11012500000000001 0.087685000000000013 0.092815000000000022 0.084100000000000022 0.26482500000000003 -0.17157499999999998 -0.52641999999999989 -0.073159999999999989 -0.06977499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 5 -5 6 7 -3 -9 -2 -6
right_child=1 2 -4 4 10 -7 -8 8 -10 -11 -12
leaf_value=-0.0069923739792901616 0.0023887721442100948 -0.0031930264728368437 -0.0048913865586615807 -0.0079185623217980609 -0.0030059562143102325 -0.0049955886943070836 0.0089303507130837709 0.0087571101457403662 0.0015985462874390705 0.0087988752722786123 0.0027603237640218413
leaf_weight=60 88 94 63 55 52 54 52 71 1612 62 67
leaf_count=60 88 94 63 55 52 54 52 71 1612 62 67
internal_value=0 0.00138052 0.00112002 0.00130501 -0.00233844 0.00164264 0.00183961 0.0016311 0.00190161 0.00505026 0.000225507
internal_weight=0 2270 2120 2057 174 1883 1829 1777 1683 150 119
internal_count=2330 2270 2120 2057 174 1883 1829 1777 1683 150 119
is_linear=0
shrinkage=0.16829


Tree=7188
num_leaves=23
num_cat=0
split_feature=1 14 16 16 1 3 3 160 16 0 16 3 133 0 1 133 1 0 13 403 3 13
split_gain=4.77834 0.800488 0.739324 0.389219 0.541131 0.382278 0.322092 0.287406 0.350672 0.232049 0.212665 0.170164 0.162985 0.176393 0.148331 0.135163 0.131923 0.128185 0.10613 0.093745 0.0707 0.036885
threshold=0.10439500000000002 0.054835000000000009 0.40410500000000005 -0.019749999999999993 0.11890000000000002 0.102425 -0.095764999999999989 -0.070644999999999986 0.0063750000000000013 -0.096594999999999986 -0.41863499999999992 -0.014044999999999998 0.097995000000000013 -0.079379999999999992 0.085425000000000015 0.0024650000000000006 0.11332500000000002 -0.080869999999999984 -0.070004999999999998 -0.072624999999999981 -0.071519999999999986 0.0015850000000000003
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 5 3 4 11 6 7 -1 15 14 -6 -2 13 17 20 -9 -5 -11 -14 -20 -8 -15
right_child=2 -3 -4 16 10 -7 9 8 -10 12 -12 -13 18 21 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.00050328699885375408 0.00077820063443119524 0.0011837060714164334 0.00076236840089798151 0.00013353305750555552 0.00026060695090360204 0.00054983963116376556 0.00074410539891513346 0.00052766812905125028 0.00092961933610011347 0.00090457220348960133 0.00049614629968654873 0.0005381394210008855 0.00068968242399635794 0.00084048033721119289 0.00062983570151020152 0.00076811446878937339 0.0003579296212979624 0.0010771541087481226 0.00090116002224840638 0.00073612936897885352 0.00090434582812410323 0.00074485156669421753
leaf_weight=52 57 71 83 52 100 54 71 52 93 655 73 78 78 221 75 53 65 53 107 63 59 65
leaf_count=52 57 71 83 52 100 54 71 52 93 655 73 78 78 221 75 53 65 53 107 63 59 65
internal_value=0 0.00083908 0.000476986 0.000421169 0.000482849 0.000825086 0.000833824 0.00072352 0.000781181 0.000852857 0.0003602 0.00063976 0.00087001 0.000889186 0.000748761 0.000649372 0.000258499 0.000917541 0.000793008 0.000840209 0.000817101 0.00081887
internal_weight=0 1822 508 425 308 1751 1697 250 198 1447 173 135 1242 994 205 105 117 708 248 170 130 286
internal_count=2330 1822 508 425 308 1751 1697 250 198 1447 173 135 1242 994 205 105 117 708 248 170 130 286
is_linear=0
shrinkage=0.0032998


Tree=7189
num_leaves=28
num_cat=0
split_feature=1 3 12 12 1 43 10 1 12 3 43 12 50 3 3 1 42 42 12 12 42 42 3 133 51 12 42
split_gain=21.4547 2.5546 1.96412 1.01208 0.926234 0.749846 0.571834 0.48093 0.326815 0.312965 0.229088 0.228869 0.189565 0.196141 0.18088 0.118199 0.0842277 0.160257 0.136333 0.0835577 0.0701366 0.0678687 0.0502932 0.0446478 0.0340007 0.0608161 0.0243595
threshold=0.10439500000000002 -0.058704999999999993 0.077755000000000005 0.11769500000000001 0.11695500000000002 -0.073404999999999984 -0.0069899999999999988 0.12072500000000001 0.093840000000000021 0.09722500000000002 -0.080249999999999988 -1.0000000180025095e-35 0.041865000000000006 -0.095764999999999989 0.10449500000000002 0.086560000000000012 0.08870500000000002 -0.023464999999999996 0.088835000000000011 0.09525500000000002 -0.090824999999999989 0.08733500000000001 -0.081444999999999976 0.087415000000000007 1.0000000180025095e-35 0.097360000000000016 -0.088334999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 8 11 -1 -6 19 10 15 12 -3 13 -4 -8 -7 17 26 -18 -2 -10 -15 -19 -14 25 -22 -12
right_child=1 4 3 -5 6 9 14 -9 20 -11 16 -13 23 21 -16 -17 18 22 -20 -21 24 -23 -24 -25 -26 -27 -28
leaf_value=0.0054891552638245255 0.0055820300842486697 0.005138051006110385 0.005847389227770082 0.0056397557821820108 0.0046401486852994805 0.0060565223187403544 0.0049106508999494777 0.0053042965397299422 0.0061315661333616262 0.0056481056041114662 0.0061527850728694509 0.0054396982846523535 0.0062694795103161822 0.0061038727072425013 0.0051628320239116912 0.0058293213958027622 0.0059613340324427052 0.0062768877527406911 0.0061672274528292376 0.0057866908657084873 0.0058903174351841491 0.0059552106352025978 0.0061553455032174681 0.006087536747752342 0.0060934146757169756 0.0060141261970161975 0.0060153259596549382
leaf_weight=80 58 56 73 59 53 83 66 53 61 52 83 72 60 178 82 55 71 215 124 68 127 75 97 52 52 159 66
leaf_count=80 58 56 73 59 53 83 66 53 61 52 83 72 60 178 82 55 71 215 124 68 127 75 97 52 52 159 66
internal_value=0 0.00525866 0.00602621 0.00607182 0.00508484 0.00576387 0.00494256 0.00557794 0.00608887 0.00587935 0.00612006 0.005308 0.00605674 0.00601245 0.00505061 0.00596623 0.00616229 0.00619175 0.00609244 0.00569276 0.00600327 0.00605994 0.00623921 0.00618532 0.00598001 0.00595927 0.00609213
internal_weight=0 508 1822 1552 329 270 201 179 1493 190 1094 128 438 326 148 138 656 461 195 126 399 253 312 112 338 286 149
internal_count=2330 508 1822 1552 329 270 201 179 1493 190 1094 128 438 326 148 138 656 461 195 126 399 253 312 112 338 286 149
is_linear=0
shrinkage=0.0032998


Tree=7190
num_leaves=16
num_cat=0
split_feature=4 2 123 2 0 11 4 0 160 2 0 43 0 52 4
split_gain=9.12908 2.46381 1.97317 0.739797 1.6255 0.77445 0.461535 0.84241 0.380783 0.33889 0.306023 0.280387 0.272819 0.112897 0.0825837
threshold=0.30163500000000004 0.14461000000000004 0.081180000000000016 0.10981000000000002 -0.10075499999999998 1.0000000180025095e-35 -0.38908499999999996 -0.052619999999999993 -0.07656499999999998 0.090115000000000015 -0.099329999999999988 -0.081694999999999976 -0.13314999999999996 -0.046924999999999988 0.50779500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 12 -2 -7 -10 -4 -8 -6 -12
right_child=8 -3 11 4 13 9 7 -9 10 -11 14 -13 -14 -15 -16
leaf_value=0.001468294481478535 0.00071657020754860962 0.00056309605372656456 0.00060400027603199971 0.00054595819056076447 0.0011116150386798486 0.0016950617625227564 0.001061507735413289 0.00079112664481165856 0.00057330523078732195 0.0013234587537781976 0.0003903524679743207 0.00093423161295934278 0.001233309819541807 0.0012934565180731643 0.00020223278558411796
leaf_weight=78 61 71 58 56 81 54 112 52 76 56 52 56 1374 78 52
leaf_count=78 61 71 58 56 81 54 112 52 76 56 52 56 1374 78 52
internal_value=0 0.00116839 0.00118928 0.00121409 0.00103058 0.00123693 0.00121858 0.00120589 0.000490465 0.0015062 0.000413645 0.000766528 0.00122038 0.00120104 0.000296631
internal_weight=0 2126 2055 1941 215 1726 1616 1538 241 110 180 114 1486 159 104
internal_count=2367 2126 2055 1941 215 1726 1616 1538 241 110 180 114 1486 159 104
is_linear=0
shrinkage=0.0032998


Tree=7191
num_leaves=22
num_cat=0
split_feature=1 2 43 156 0 48 160 1 1 16 160 16 4 43 2 49 43 159 49 43 2
split_gain=0.335784 0.224363 0.156977 0.12556 0.135549 0.151153 0.116321 0.156521 0.134367 0.116382 0.104455 0.139945 0.103896 0.0907415 0.0825208 0.062882 0.0978717 0.0525576 0.0644951 0.0583822 0.0300051
threshold=0.11212500000000002 -0.020134999999999997 -0.45791499999999996 0.079145000000000007 -0.019414999999999998 0.088035000000000016 0.041405000000000004 0.089475000000000013 0.092485000000000026 -0.073494999999999991 -0.087004999999999985 0.5136400000000001 -0.085574999999999984 -0.060799999999999993 0.11252000000000002 0.089355000000000004 -0.082094999999999987 0.082585000000000006 -0.07107999999999999 -0.08076499999999999 0.091155000000000014
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 -1 -3 4 5 14 7 9 -9 15 -10 -12 20 -14 -2 16 -4 18 -8 -20 -11
right_child=3 2 6 -5 -6 -7 17 8 10 12 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.01848643236677739 0.0094707837200868322 0.00031803729114135285 0.016001846336106428 0.010045961243525241 -0.0064085383786471354 -0.0031517876341033463 0.014034306148472947 -0.00098707454839349956 0.012952781579075114 0.014381426465717714 0.0027025844286675082 0.012357795860446221 0.0078074499272664305 0.0032401810119061002 0.0020642862250668864 0.0050391991147128549 0.0098060108081503908 0.014492629965220888 0.011247107120564877 0.0035902027318654461 0.0086550725333086106
leaf_weight=58 84 76 88 54 54 80 61 91 56 57 191 55 300 212 88 60 436 99 54 61 52
leaf_count=58 84 76 88 54 54 80 61 91 56 57 191 55 300 212 88 60 436 99 54 61 52
internal_value=0 0.008149 0.00784045 0.00255967 0.00123269 0.00287722 0.00814472 0.00759116 0.00466463 0.00854413 0.00637358 0.00486857 0.00693132 0.00591982 0.00569186 0.010256 0.01085 0.0113549 0.00957973 0.00720124 0.0116661
internal_weight=0 2007 1949 360 306 252 1873 1598 393 1205 302 246 621 512 172 584 524 275 176 115 109
internal_count=2367 2007 1949 360 306 252 1873 1598 393 1205 302 246 621 512 172 584 524 275 176 115 109
is_linear=0
shrinkage=0.16829


Tree=7192
num_leaves=13
num_cat=0
split_feature=15 1375 9 41 0 15 0 0 15 43 15 0
split_gain=0.19326 0.16867 0.135323 0.170743 0.19408 0.122023 0.110503 0.0948133 0.0832382 0.11252 0.110494 0.0106576
threshold=-0.2987999999999999 -0.093609999999999985 0.037245000000000007 0.079300000000000009 -0.14989499999999997 -0.45726999999999995 -0.13314999999999996 -0.22984499999999997 0.091230000000000019 -0.45791499999999996 0.092725000000000016 -0.088634999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 7 11 -6 -3 9 -8 -10 -1
right_child=1 2 -4 -5 6 -7 8 -9 10 -11 -12 -13
leaf_value=0.0023994582577251317 -0.0028599987273060742 0.0084057604025174777 0.015233029560785653 -0.0011405813048155895 0.00091365706429113753 -0.0051302232613532036 -0.00036820661461310796 0.017542055480163118 -0.0024976709257740477 0.0075762315914401938 0.0056432724912709011 0.0058898989708816027
leaf_weight=52 53 64 52 79 100 65 52 67 55 1354 322 52
leaf_count=52 53 64 52 79 100 65 52 67 55 1354 322 52
internal_value=0 0.00649487 0.00672685 0.00651466 0.00681583 0.000577409 0.00637823 0.0130922 0.0066837 0.00728113 0.00445084 0.00416195
internal_weight=0 2198 2145 2093 2014 169 1883 131 1783 1406 377 104
internal_count=2367 2198 2145 2093 2014 169 1883 131 1783 1406 377 104
is_linear=0
shrinkage=0.16829


Tree=7193
num_leaves=18
num_cat=0
split_feature=4 3 39 2 49 3 4 39 3 11 2 2 480 16 2 42 4
split_gain=10.8297 3.36756 2.7055 0.835006 0.698758 0.520473 0.425909 0.425778 0.424922 0.383746 0.366503 0.23474 0.135778 0.127808 0.130716 0.106789 0.0948253
threshold=0.30163500000000004 0.20828500000000003 0.085495000000000015 0.10161500000000002 -0.014169999999999999 -0.011259999999999997 -0.37626499999999991 0.095830000000000012 -0.050489999999999993 1.0000000180025095e-35 0.13631000000000001 0.10713500000000002 -0.039079999999999997 -0.0101 0.089885000000000007 0.095980000000000024 -0.14538499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 -4 -6 10 15 12 11 -2 -1 14 -14 -8 -15
right_child=7 -3 5 4 6 -7 8 -9 -10 -11 -12 -13 13 16 -16 -17 -18
leaf_value=0.0013478111658730178 0.00037782223304313843 0.00035317370425574766 0.00050811868454165784 0.00066650033457604243 0.00129101622969433 0.00090797845413114083 0.0011395864382968606 0.00010189860639111323 0.00074516828078178849 0.0014195117810590885 0.00021502047714837394 0.00065890883891764275 0.0012198525911240833 0.0012615686482026016 0.0011293620898560309 0.00096145066082441242 0.0011081877079299289
leaf_weight=55 59 63 78 53 78 66 124 52 53 80 56 74 741 54 245 57 379
leaf_count=55 59 63 78 53 78 66 124 52 53 80 56 74 741 54 245 57 379
internal_value=0 0.00110551 0.00112847 0.00116123 0.00101855 0.000691632 0.00107824 0.000367205 0.00100716 0.00119472 0.000440013 0.000534481 0.0011825 0.00117607 0.0011974 0.00108368 0.0011274
internal_weight=0 2126 2063 1919 365 144 312 241 234 1554 189 133 1474 1419 986 181 433
internal_count=2367 2126 2063 1919 365 144 312 241 234 1554 189 133 1474 1419 986 181 433
is_linear=0
shrinkage=0.0032998


Tree=7194
num_leaves=22
num_cat=0
split_feature=15 42 2 16 12 12 133 133 43 4 15 49 1212 4 49 15 133 52 42 16 52
split_gain=0.166253 0.0990865 0.106345 0.111908 0.133926 0.118926 0.121583 0.161075 0.103445 0.103329 0.118507 0.100392 0.0963092 0.0955675 0.176674 0.0874046 0.0803603 0.0801249 0.0783483 0.0583872 0.0298178
threshold=-0.2987999999999999 0.096415000000000015 -0.013254999999999998 -0.083104999999999984 0.095565000000000011 -1.0000000180025095e-35 -0.00191 -0.056924999999999996 -0.065804999999999989 -0.11205499999999999 -0.0099749999999999978 0.094245000000000009 0.087210000000000024 0.018150000000000003 -0.0038699999999999997 -0.4680149999999999 -0.0044049999999999992 0.085540000000000019 0.11929000000000002 0.15454000000000004 0.090755000000000016
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=15 2 -2 4 11 -5 7 17 -3 19 -11 13 -9 16 -15 -1 -4 -7 20 -8 -10
right_child=1 8 3 5 -6 6 9 12 18 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0046615777691658665 0.012770736404920732 -0.0016981455062024791 0.010652387608359917 -0.00036390020014516656 0.0013022547427241993 0.0035829267314490773 0.0154286901250294 -0.0074366403397400022 0.0091252159783869833 0.0078900380697075837 0.0033708413121725732 0.0028809674606012883 0.0026502604928305691 0.0070604650882457693 0.019190150724701222 -0.0029922020521182136 0.0051780348843547853 0.011540881502961139 0.000860853415244276 0.0085545989475101589 0.0041274618171748293
leaf_weight=82 78 82 193 91 69 114 52 52 102 398 283 63 55 62 77 87 128 53 78 115 53
leaf_count=82 78 82 193 91 69 114 52 52 102 398 283 63 55 62 77 87 128 53 78 115 53
internal_value=0 0.00620048 0.00666365 0.00639874 0.0083014 0.00546868 0.00594333 0.00285028 0.0034261 0.00694062 0.00601465 0.00922137 -0.00223499 0.0100858 0.0137927 0.000710836 0.00847507 0.00611926 0.0052372 0.0107058 0.0074279
internal_weight=0 2198 1883 1805 592 1213 1122 274 315 848 681 523 107 460 139 169 321 167 233 167 155
internal_count=2367 2198 1883 1805 592 1213 1122 274 315 848 681 523 107 460 139 169 321 167 233 167 155
is_linear=0
shrinkage=0.16829


Tree=7195
num_leaves=18
num_cat=0
split_feature=1 151 0 11 42 160 1212 43 43 0 0 13 43 133 16 51 133
split_gain=0.247026 0.167832 0.164065 0.115911 0.112539 0.110568 0.10372 0.180836 0.0964344 0.0854778 0.0806465 0.122558 0.0769892 0.100718 0.0646139 0.138163 0.0608981
threshold=0.10752500000000002 0.086470000000000005 0.12411500000000002 0.080455000000000013 0.10732000000000001 -0.52850499999999989 0.081560000000000007 0.053790000000000011 -0.008069999999999999 -0.14216999999999999 -0.10185499999999999 -0.085409999999999986 -0.085594999999999991 -0.012289999999999997 -0.069604999999999986 -0.092119999999999994 0.087195000000000009
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 9 -1 12 8 -8 -2 -11 -12 16 -14 -13 -16 -7
right_child=4 -3 -4 -5 -6 6 7 -9 -10 10 11 14 13 -15 15 -17 -18
leaf_value=5.1035037972452238e-05 -0.0018845353120137073 -0.0030901354890763609 -0.00075534208199855366 0.014071869536320334 -0.0055202940729186896 0.010547876129171189 0.010268053889790425 0.018308814638464781 0.0020541796080088656 0.0094326921171544037 -0.0034841612025820865 0.00012952514330848077 0.0079864655760275259 0.0044924135553999238 0.0015596028062120691 0.012742603600292968 0.0057402058647549681
leaf_weight=71 86 53 84 61 52 189 120 58 62 64 66 55 347 731 64 62 127
leaf_count=71 86 53 84 61 52 189 120 58 62 64 66 55 347 731 64 62 127
internal_value=0 0.00622428 0.0064921 0.00683784 0.00182983 0.00657798 0.00686048 0.0101043 0.00747979 0.00279709 0.00409746 0.00270778 0.00630072 0.00561879 0.00497554 0.00707661 0.00862137
internal_weight=0 1903 1850 1766 449 1705 1634 240 182 397 311 247 1394 1078 181 126 316
internal_count=2352 1903 1850 1766 449 1705 1634 240 182 397 311 247 1394 1078 181 126 316
is_linear=0
shrinkage=0.16829


Tree=7196
num_leaves=18
num_cat=0
split_feature=2 483 4 0 16 52 0 51 2 16 1 13 4 1 0 3 16
split_gain=0.227066 0.166396 0.17208 0.124932 0.149779 0.15222 0.133651 0.110667 0.117257 0.103901 0.13886 0.088889 0.0780814 0.105437 0.0526517 0.0376033 0.0157123
threshold=0.10272000000000002 0.095980000000000024 -0.50665499999999986 -0.082784999999999984 -0.054549999999999994 0.044705000000000002 0.12411500000000002 0.11893500000000001 0.099325000000000011 -0.074054999999999996 0.11156000000000001 -0.13033499999999998 0.10947000000000003 0.08956500000000002 -0.17106499999999999 -0.06340999999999998 0.41484500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 14 9 8 11 -5 15 -4 13 -13 -2 16 -11
right_child=3 -3 7 6 -6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.003550782186113011 0.0016236261407335576 -0.0016766227335206639 0.011827298282640061 0.0096216299138833748 -0.0076973160697589773 0.0088405182646066564 -0.0041372725230195036 -0.0012127687420918475 0.014171446249362632 0.0020987485267843324 -0.0044926744383137701 0.005360193476603773 0.0013484936613928809 0.0089468496621228528 -0.0055612009776818648 0.0090547041184864101 0.0058675709751664007
leaf_weight=53 57 87 75 94 72 54 54 55 54 78 54 992 102 306 58 52 55
leaf_count=53 57 87 75 94 72 54 54 55 54 78 54 992 102 306 58 52 55
internal_value=0 0.00547908 0.00586048 0.00173671 -0.00126566 0.00146382 0.00361105 0.00617651 0.00644348 0.00487293 0.00299772 0.00615934 0.00585442 0.00620712 -0.0019844 0.00519382 0.00367079
internal_weight=0 1724 1637 628 241 169 387 1584 1529 333 239 1475 1400 1298 115 185 133
internal_count=2352 1724 1637 628 241 169 387 1584 1529 333 239 1475 1400 1298 115 185 133
is_linear=0
shrinkage=0.16829


Tree=7197
num_leaves=25
num_cat=0
split_feature=1 2 2 2 14 0 2 13 0 1 2 16 43 2 43 0 475 133 2 42 0 133 133 16
split_gain=10.8949 1.11592 0.897424 0.983141 0.832577 0.829794 0.467085 0.325587 0.301354 0.249373 0.198649 0.198265 0.196645 0.126175 0.149133 0.0757347 0.074899 0.0705302 0.0747469 0.0695314 0.0630879 0.0603011 0.160908 0.0486834
threshold=0.10732500000000002 0.10272000000000002 0.11067500000000001 -1.0000000180025095e-35 0.054835000000000009 -0.12608499999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11208499999999998 0.085425000000000015 0.12358500000000001 -0.0013749999999999997 -0.054574999999999992 0.090225000000000014 0.0047850000000000011 -0.075914999999999996 -0.065099999999999977 0.037060000000000003 0.089505000000000015 0.085545000000000024 -0.029554999999999994 -0.0084449999999999994 0.026115000000000003 -0.078654999999999989
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 4 3 -2 6 -3 -1 12 9 -8 16 13 -4 14 -10 -9 -7 20 -19 -5 -13 -18 -23 -15
right_child=2 5 7 19 -6 10 8 15 11 -11 -12 17 -14 23 -16 -17 21 18 -20 -21 -22 22 -24 -25
leaf_value=0.00079434857688059164 0.00040248413544693128 0.00052090331011303971 0.00044016677622459277 0.00078748597543013249 0.0014620886655084988 0.0011266120791135347 0.0010943069866251711 0.00042330128352067466 0.0011392905366769803 0.00077035468480692374 0.0007955714668394741 0.0010398352196850219 0.00018885987544533167 0.0010109016535837731 0.0012655345672160643 0.00060185277572468647 0.0010745365244562732 0.0010077085759754912 0.0011764621436874114 0.000961032232042228 0.00089538508544888967 0.00081044151718060278 0.0010454150215513281 0.001118286805012772
leaf_weight=56 84 53 52 52 70 53 53 54 680 53 59 115 100 103 127 54 57 56 71 57 53 60 73 107
leaf_count=56 84 53 52 52 70 53 53 54 680 53 59 115 100 103 127 54 57 56 71 57 53 60 73 107
internal_value=0 0.00107052 0.000500841 0.00067154 0.00110898 0.000903165 0.00109218 0.000373995 0.00110392 0.000932663 0.000970134 0.00111773 0.000275065 0.00113995 0.0011592 0.000512903 0.00101237 0.00104103 0.00110233 0.000878563 0.000994474 0.00098032 0.000939677 0.00106578
internal_weight=0 1899 453 193 1544 355 1474 260 1418 106 302 1312 152 1017 807 108 243 295 127 109 168 190 133 210
internal_count=2352 1899 453 193 1544 355 1474 260 1418 106 302 1312 152 1017 807 108 243 295 127 109 168 190 133 210
is_linear=0
shrinkage=0.0032998


Tree=7198
num_leaves=15
num_cat=0
split_feature=48 151 1212 12 0 10 15 393 156 15 158 402 15 3
split_gain=0.168483 0.190688 0.127624 0.249536 0.07829 0.129533 0.134996 0.0875489 0.0777721 0.115875 0.0691106 0.0686787 0.0688802 0.0608205
threshold=0.13504500000000005 0.092070000000000013 0.081560000000000007 0.085065000000000016 -0.0042749999999999993 -0.074314999999999978 -0.45015499999999992 0.094880000000000006 0.093155000000000002 -0.037184999999999996 -0.044724999999999994 -0.089154999999999998 0.085790000000000019 -0.13088999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 10 9 -6 -8 -5 -13 -11
right_child=-2 -3 3 11 8 6 7 -9 -10 13 -12 12 -14 -15
leaf_value=0.012995560730504252 -0.0050030947826529273 -0.0039670081942576344 0.018889135437101853 0.010905140004992136 -0.0064545562706103433 -0.0025629626879546705 -0.00020710574695916506 0.01160329471917796 0.0071846370347761505 0.0068140120353819495 0.0049421416398927193 -0.00069328968785053503 0.0066782098695548605 -0.00061772146982421263
leaf_weight=54 52 70 52 56 56 71 77 54 54 57 1477 56 98 68
leaf_count=54 52 70 52 56 56 71 77 54 54 57 1477 56 98 68
internal_value=0 0.00466763 0.00493948 0.00843649 0.004473 0.00486438 0.00460179 0.00491926 0.0015792 -8.32129e-05 0.00468584 0.00583966 0.003986 0.00275678
internal_weight=0 2300 2230 262 1968 1733 1679 1608 235 181 1554 210 154 125
internal_count=2352 2300 2230 262 1968 1733 1679 1608 235 181 1554 210 154 125
is_linear=0
shrinkage=0.16829


Tree=7199
num_leaves=26
num_cat=0
split_feature=1 12 1 12 0 43 12 1 3 0 48 1 15 12 0 0 483 1 159 13 1 456 159 12 15
split_gain=6.54999 1.04864 0.916637 0.622887 0.409297 0.365546 0.337462 0.280666 0.330039 0.190433 0.175045 0.163596 0.274257 0.152454 0.151365 0.287125 0.148484 0.125214 0.118064 0.102847 0.102855 0.0821911 0.0619931 0.0404909 0.0226293
threshold=0.10732500000000002 0.077755000000000005 0.12180500000000001 0.085090000000000013 -0.14216999999999999 -0.073404999999999984 0.091515000000000013 0.096035000000000023 0.091170000000000015 -0.066849999999999979 0.083570000000000019 0.088415000000000007 -0.047974999999999997 0.083715000000000026 -0.082064999999999985 -0.023359999999999995 0.092420000000000016 0.081925000000000012 -1.0000000180025095e-35 -0.070004999999999998 0.08956500000000002 0.086895000000000014 -0.087544999999999998 0.10653000000000001 0.095760000000000012
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=1 5 3 10 -3 -1 13 8 17 19 -2 12 -11 -6 -4 -16 18 -7 22 24 23 -20 -15 -21 -8
right_child=2 4 14 -5 6 7 9 -9 -10 11 -12 -13 -14 16 15 -17 -18 -19 21 20 -22 -23 -24 -25 -26
leaf_value=0.00056527607720001372 0.00037944435059518797 0.0012191217071087653 0.00022717007126680613 0.000849124364390223 0.0011306686198273058 0.00088211143863227643 0.00088477542367426513 0.00062235532772888602 0.00067176086319726972 0.00092386592886839621 0.00062372715146314609 0.00095235532399967355 0.00061768397927858677 0.0010008228032717928 0.00052063862639125573 0.00021728262301919863 0.0008086667924812373 0.0011116957065650658 0.00095027100979066495 0.00089000298029817953 0.0010630238918583248 0.0010924950871830888 0.0011463478892964158 0.00099601720942748282 0.00079056447565376605
leaf_weight=91 74 61 92 86 73 57 81 61 53 52 58 53 86 74 86 57 60 52 562 164 77 52 68 62 60
leaf_count=91 74 61 92 86 73 57 81 61 53 52 58 53 86 74 86 57 60 52 562 164 77 52 68 62 60
internal_value=0 0.000917519 0.000475752 0.000630047 0.000952112 0.000742792 0.000941401 0.000815073 0.000887422 0.000882757 0.000487048 0.000794278 0.000733312 0.00098325 0.000332469 0.000399967 0.000970019 0.000991961 0.000982778 0.000920739 0.000955897 0.000962373 0.00107076 0.000919242 0.000844936
internal_weight=0 1899 453 218 1585 314 1524 223 162 635 132 191 138 889 235 143 816 109 756 444 303 614 142 226 141
internal_count=2352 1899 453 218 1585 314 1524 223 162 635 132 191 138 889 235 143 816 109 756 444 303 614 142 226 141
is_linear=0
shrinkage=0.0032998


Tree=7200
num_leaves=23
num_cat=0
split_feature=1 1 123 2 13 131 2 2 150 159 159 2 1 51 50 13 43 157 474 13 2 13
split_gain=6.02252 1.68819 0.559963 0.524181 0.394635 0.338687 0.319559 0.234272 0.213358 0.157618 0.137048 0.148326 0.130302 0.11575 0.10407 0.132283 0.0985151 0.0886918 0.101627 0.0455322 0.0282486 0.0531501
threshold=0.10259000000000001 0.13604000000000002 0.080635000000000012 0.097145000000000023 0.066460000000000019 0.085815000000000016 0.13880500000000004 0.12358500000000001 0.10918000000000001 0.084205000000000016 -0.041264999999999989 0.10244500000000002 0.089625000000000024 0.10906 0.089465000000000017 -0.016469999999999995 -0.15109999999999998 -0.085154999999999995 0.084410000000000013 -1.0000000180025095e-35 0.10859000000000001 -0.044684999999999996
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 4 8 5 19 -3 9 12 10 -5 -12 13 16 15 -14 -1 -18 -19 -2 -13 -22
right_child=1 6 -4 7 -6 -7 -8 -9 -10 -11 11 20 14 -15 -16 -17 17 18 -20 -21 21 -23
leaf_value=0.0011171371456583745 0.0005352584109148096 0.00042308518987462711 0.00044359863941051528 0.00099479445675032703 0.00093976232826249772 0.00087113209948249109 0.00010304634973238783 0.00063000695854270692 0.00076435972882142134 0.0010368593613295995 0.00069049901433062047 0.00093219302601198531 0.00075693279915013548 0.00084639750265710532 0.00099130702936938526 0.0009743253525090229 0.0011223341845800496 0.00099873463941063233 0.00087107505387946384 0.00064426193225310883 0.00090944610111510441 0.00075646112987060466
leaf_weight=85 93 59 102 53 73 63 81 52 52 54 83 54 77 55 102 54 61 835 79 88 53 56
leaf_count=85 93 59 102 53 73 63 81 52 52 54 83 54 77 55 102 54 61 835 79 88 53 56
internal_value=0 0.000552281 0.00065715 0.000944433 0.000725753 0.000661581 0.000238171 0.000839256 0.000974835 0.00086998 0.000839724 0.000806171 0.000982928 0.00099809 0.00091022 0.000846814 0.00100593 0.000996196 0.000987739 0.000588449 0.000864855 0.000831172
internal_weight=0 559 419 1805 317 244 140 405 1400 353 299 246 1348 1115 233 131 1060 975 914 181 163 109
internal_count=2364 559 419 1805 317 244 140 405 1400 353 299 246 1348 1115 233 131 1060 975 914 181 163 109
is_linear=0
shrinkage=0.0032998


Tree=7201
num_leaves=16
num_cat=0
split_feature=2 9 3 0 51 51 11 456 148 151 0 49 0 49 12
split_gain=0.196916 0.103649 0.0951908 0.147493 0.0799906 0.0968053 0.126609 0.111313 0.110112 0.0938068 0.110369 0.0832205 0.0901959 0.090034 0.083519
threshold=0.13631000000000001 -1.0000000180025095e-35 -0.034684999999999994 -0.075624999999999984 -0.26621499999999992 -0.011859999999999997 0.079300000000000009 0.087225000000000011 -0.062044999999999996 0.043560000000000008 -0.043914999999999989 0.036705000000000008 -0.016419999999999997 -0.015259999999999998 0.087045000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 7 8 11 -7 10 -10 12 13 -6 -13
right_child=2 4 3 -5 5 6 -8 -9 9 -11 -12 14 -14 -15 -16
leaf_value=-0.0019567924157683743 0.0043555580614034247 0 0.0022915266797260566 -0.0099682989038173027 0.0073029710194099443 0.011674927869042109 -0.001761716511966958 0.014493580650939626 0.0045240200848915444 -0.002042553159097093 0.010794050771636438 0.014199789762915218 0.0093378748384253512 -0.0011161036345912979 0.0053982211992073164
leaf_weight=63 57 89 53 58 58 66 84 56 1348 57 85 63 72 94 61
leaf_count=63 57 89 53 58 58 66 84 56 1348 57 85 63 72 94 61
internal_value=0 0.00475025 -0.00121935 -0.00409832 0.00494919 0.00516424 0.00458659 0.00750469 0.00493046 0.0046305 0.00489719 0.00637488 0.00442404 0.00208462 0.00988447
internal_weight=0 2196 168 111 2133 2044 1640 404 1556 1490 1433 348 224 152 124
internal_count=2364 2196 168 111 2133 2044 1640 404 1556 1490 1433 348 224 152 124
is_linear=0
shrinkage=0.16829


Tree=7202
num_leaves=25
num_cat=0
split_feature=1 52 123 52 1 2 2 2 2 1 0 2 475 48 1453 0 43 52 52 475 1 43 0 43
split_gain=11.1247 2.02466 1.44446 1.1227 0.882948 0.791122 0.478359 0.646576 0.365629 0.320238 0.385072 0.239049 0.291596 0.217155 0.227643 0.211787 0.186519 0.174696 0.363911 0.11556 0.113421 0.103023 0.0894241 0.0261085
threshold=0.104035 -0.41304999999999997 1.0000000180025095e-35 -0.080064999999999983 0.12419000000000001 0.097145000000000023 -1.0000000180025095e-35 0.14062000000000005 0.10527500000000002 0.087070000000000022 -0.14989499999999997 0.12228000000000001 -0.065099999999999977 0.091840000000000019 -0.0087699999999999983 -0.09194999999999999 -0.013199999999999998 0.044705000000000002 -0.10692499999999998 -0.085774999999999976 0.11414000000000001 -0.0030199999999999997 -0.076639999999999986 -0.079944999999999988
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 -2 5 -3 8 9 -6 -8 -5 10 -1 12 -7 14 -12 -11 22 18 -14 -16 -10 -19 23 -17
right_child=1 3 -4 4 6 11 7 -9 20 15 13 -13 17 -15 19 16 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.0015310837813678341 0.0012434714919346381 0.00022347039811523896 0.00073520757184122149 0.00097359999246673901 0.00020507906323281912 0.0013271060848958744 0.00086179805376263366 0.00038685237453882224 0.00077640024735375044 0.00097576784807955775 0.0010514615269976151 0.00086181927230170267 0.001138957299293523 0.0010687310966124948 0.0011202150827615014 0.0012238771299677628 0.0013100755209312428 0.0012324377256257119 0.00081424107347357873 0.0012863664931907163 0.00057012070028330695 0.0010385983537242666 0.0010042620687473881 0.0011175756139809097
leaf_weight=57 53 87 77 76 52 53 53 77 64 66 54 55 78 70 52 67 93 73 75 803 57 57 52 63
leaf_count=57 53 87 77 76 52 53 53 77 64 66 54 55 78 70 52 67 93 73 75 803 57 57 52 63
internal_value=0 0.000631791 0.00117882 0.000562147 0.000639798 0.00119812 0.000473613 0.000580755 0.00079315 0.00123547 0.00126468 0.00106646 0.00109986 0.00124913 0.00126298 0.00114665 0.00118753 0.00105717 0.000980013 0.0012763 0.000679518 0.00114772 0.00112472 0.00117263
internal_weight=0 519 1845 466 379 1768 182 130 197 1377 1036 391 336 979 909 341 275 283 153 855 121 130 182 130
internal_count=2364 519 1845 466 379 1768 182 130 197 1377 1036 391 336 979 909 341 275 283 153 855 121 130 182 130
is_linear=0
shrinkage=0.0032998


Tree=7203
num_leaves=16
num_cat=0
split_feature=10 124 475 16 457 42 52 482 447 1419 16 16 40 12 475
split_gain=0.125581 0.132494 0.0871322 0.142093 0.12968 0.100715 0.114696 0.0883445 0.0816706 0.0800143 0.0892901 0.144389 0.0725414 0.0843737 0.0643925
threshold=-0.092019999999999977 -0.087319999999999995 -1.0000000180025095e-35 0.19578000000000004 -0.072694999999999996 0.087005000000000013 -0.42890999999999996 0.080200000000000007 0.085205000000000017 0.085285000000000014 -0.0101 0.061395000000000012 -0.079414999999999986 -0.010219999999999998 -0.086304999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 -4 6 -5 9 12 10 -3 -12 -6 -14 -13
right_child=1 2 3 5 8 -7 -8 -9 -10 -11 11 14 13 -15 -16
leaf_value=-0.0034481328580085241 -0.0028150582117367254 0.01592200319282417 -0.0013117852485808057 0.0026492045761520346 0.0099995264715544464 0.0044830291505702103 -0.0075568550671592395 0.001365944083815722 0.011824936682748805 0.0026980560400452552 0.0030909837735117389 0.0080068655023411133 0.00010442260191289454 0.0050994169388069348 0.016442529452832103
leaf_weight=56 66 52 90 58 79 94 67 62 52 58 91 52 104 1330 53
leaf_count=56 66 52 90 58 79 94 67 62 52 58 91 52 104 1330 53
internal_value=0 0.0045994 0.00481847 0.00435113 0.00488428 0.000313924 -0.00280687 0.00719346 0.00524175 0.00836833 0.0096872 0.0080239 0.0050143 0.00473841 0.012282
internal_weight=0 2308 2242 1874 1655 219 125 368 1565 306 248 196 1513 1434 105
internal_count=2364 2308 2242 1874 1655 219 125 368 1565 306 248 196 1513 1434 105
is_linear=0
shrinkage=0.16829


Tree=7204
num_leaves=24
num_cat=0
split_feature=1 2 2 15 1 155 1 3 2 1 2 41 157 157 15 48 160 1 151 130 15 47 15
split_gain=15.0973 2.61221 1.84579 0.917465 0.8411 1.7599 0.553997 0.551926 0.501582 0.452147 0.43509 0.230856 0.179834 0.291875 0.160291 0.179989 0.152926 0.150646 0.0935774 0.0787143 0.0811584 0.0360142 0.0489284
threshold=0.11332500000000002 0.09857500000000001 0.13631000000000001 -0.084629999999999997 0.081315000000000012 0.088740000000000013 0.086050000000000015 1.0000000180025095e-35 0.087765000000000024 0.12895500000000001 -0.0091949999999999983 0.075585000000000013 -0.085154999999999995 -0.077609999999999985 0.095545000000000005 0.086260000000000017 -0.065924999999999997 0.13869000000000004 -1.0000000180025095e-35 0.078550000000000023 -0.05332499999999999 0.090100000000000013 0.096385000000000012
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=1 6 3 9 16 7 11 -6 10 -2 -8 12 -1 -14 15 -15 -3 -4 -12 20 -18 22 -20
right_child=2 4 17 -5 5 -7 8 -9 -10 -11 18 -13 13 14 -16 -17 19 -19 21 -21 -22 -23 -24
leaf_value=0.0015093713806100667 0.0007147924210927155 0.001330282439224773 0.00032921582684106588 0.00095201121601226689 0.00052456970994223598 0.0014161616531471292 0.0010317164310828483 0.00092477436745915821 0.00093021714897650182 0.00032690928027816598 0.0014583763480191744 0.0015852860600614452 0.001108858559667596 0.0013977100397641377 0.0012236180885992461 0.001246718276467813 0.0011708387487119403 0.00010249439509053032 0.0013503527719986336 0.0012321339655869249 0.0010171645653204951 0.0012119684358886003 0.001232014934944908
leaf_weight=86 68 55 62 96 81 52 68 71 53 64 52 55 54 681 86 104 78 67 167 66 85 52 61
leaf_count=86 68 55 62 96 81 52 68 71 53 64 52 55 54 681 86 104 78 67 167 66 85 52 61
internal_value=0 0.00126421 0.000527565 0.000706104 0.00105384 0.000891471 0.00133178 0.000711739 0.00123434 0.000526995 0.00127454 0.00137315 0.00136158 0.0013478 0.00136257 0.00137775 0.00117034 0.000211734 0.00132417 0.00113177 0.00109092 0.00129912 0.00131885
internal_weight=0 2007 357 228 488 204 1519 152 453 132 400 1066 1011 925 871 785 284 129 332 229 163 280 228
internal_count=2364 2007 357 228 488 204 1519 152 453 132 400 1066 1011 925 871 785 284 129 332 229 163 280 228
is_linear=0
shrinkage=0.0032998


Tree=7205
num_leaves=28
num_cat=0
split_feature=2 0 2 2 2 15 133 151 49 0 2 0 0 0 403 0 0 160 13 43 13 2 15 13 51 15 15
split_gain=3.49934 1.48315 1.03936 0.896092 0.55586 0.521951 0.421727 0.299101 0.276015 0.771453 0.443733 0.27392 0.249001 0.13162 0.205761 0.12041 0.110841 0.104108 0.111023 0.0860841 0.0815024 0.0767783 0.0542386 0.0434771 0.0408158 0.0382448 0.0357593
threshold=0.10527500000000002 -0.084114999999999981 -1.0000000180025095e-35 0.15518000000000001 0.13388500000000003 -0.080419999999999978 0.087035000000000015 -0.04886999999999999 -0.025549999999999996 -0.11796999999999999 0.074875000000000011 -0.14989499999999997 -0.09194999999999999 -0.079119999999999982 -0.088654999999999984 -0.065489999999999979 -0.037224999999999994 -0.089629999999999974 -0.085034999999999986 -0.07520499999999998 -0.05176999999999999 0.087610000000000007 0.090455000000000021 -0.014449999999999999 -0.041524999999999992 -0.016949999999999996 0.096190000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 7 -3 -1 -2 9 -4 12 -12 -10 17 -15 22 -16 18 -13 -7 -21 -19 23 -14 -22 -11 -24
right_child=1 3 8 -5 -6 19 -8 -9 10 25 11 13 15 14 16 -17 -18 21 -20 20 24 -23 26 -25 -26 -27 -28
leaf_value=0.00079752542391243986 0.00032574205617953462 0.00059251567431404801 0.00054261248011587906 0.00036757454652431318 0.00012126510900951501 0.001026242239373999 0.00042989098814991947 0.00062202840768338309 0.00066005521806505342 0.0010679269257701637 0.0011985980409916772 0.0012133295481885494 0.0010186769889966468 0.0011127455468814594 0.00080901160118255816 0.00075951951521186162 0.00097009038519383121 0.0010307212546965901 0.0010182329335246673 0.00076426140533802315 0.00099735475777495042 0.00095463252024252556 0.00080922158242131077 0.00089722388654446745 0.00086233632190471643 0.00093674608815861086 0.00093698630235421957
leaf_weight=101 59 72 64 52 52 61 52 103 52 52 77 57 107 52 117 52 84 336 83 52 54 293 52 56 58 62 59
leaf_count=101 59 72 64 52 52 61 52 103 52 52 77 57 107 52 117 52 84 336 83 52 54 293 52 56 58 62 59
internal_value=0 0.00063564 0.000933793 0.000768385 0.00041899 0.000838441 0.000672808 0.000514339 0.000957899 0.000833753 0.000972837 0.00100659 0.0008746 0.000992093 0.000925198 0.000908714 0.000876503 0.00101406 0.00109792 0.000916981 0.000876126 0.000995334 0.000936899 0.000977167 0.000927749 0.000996892 0.00087745
internal_weight=0 563 1808 349 214 297 153 162 1655 178 1477 1099 378 1022 253 326 201 769 140 225 164 629 274 163 112 114 111
internal_count=2371 563 1808 349 214 297 153 162 1655 178 1477 1099 378 1022 253 326 201 769 140 225 164 629 274 163 112 114 111
is_linear=0
shrinkage=0.0032998


Tree=7206
num_leaves=17
num_cat=0
split_feature=49 48 150 48 483 1447 43 132 484 156 48 42 43 42 484 42
split_gain=0.186896 0.12408 0.147491 0.0939704 0.0826557 0.148893 0.101269 0.109895 0.0787451 0.267283 0.0620849 0.0612555 0.0607314 0.0582266 0.0456068 0.0407409
threshold=-0.047749999999999994 -0.064549999999999982 0.085210000000000022 0.091545000000000015 0.049115000000000006 -0.08193499999999998 -0.15924499999999997 0.10948500000000001 0.083175000000000013 0.086860000000000007 0.12230500000000001 -0.047714999999999987 -0.017259999999999998 0.094095000000000012 0.023665000000000002 0.084175000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 12 11 8 10 -10 13 -7 -2 -8 15 -6
right_child=4 2 3 -5 14 6 7 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0055737604718388211 -0.0040976126497471793 -0.0019264460870386494 0.0095689131294924151 0.00078780006319201939 0.010945734138115493 0.0073112864362276497 0.0054122595938983819 0.011945890835835807 0.0094902523847180866 -0.005356109410033792 1.1917015582929662e-05 0.015174330652969198 0.0038198817049679853 0.008219101327011414 0.011965122575084445 0.005175414618815182
leaf_weight=56 58 97 98 54 54 64 1061 76 64 74 52 52 52 265 91 103
leaf_count=56 58 97 98 54 54 64 1061 76 64 74 52 52 52 265 91 103
internal_value=0 0.00157214 0.00318646 0.00646113 0.00604322 0.00564738 0.00603394 0.00568178 0.00536656 0.00151614 0.00575086 0.0108516 -0.000338465 0.00597456 0.00893773 0.00717155
internal_weight=0 305 249 152 2066 1818 1708 1592 1516 138 1378 116 110 1326 248 157
internal_count=2371 305 249 152 2066 1818 1708 1592 1516 138 1378 116 110 1326 248 157
is_linear=0
shrinkage=0.16829


Tree=7207
num_leaves=19
num_cat=0
split_feature=49 481 0 1213 133 0 1429 13 13 0 42 16 16 42 0 16 133 133
split_gain=0.129337 0.123864 0.0956058 0.0849745 0.0816672 0.117737 0.229006 0.120557 0.0873038 0.11904 0.119506 0.0902735 0.0755907 0.114589 0.0880293 0.0328507 0.0275362 0.0184467
threshold=-0.047749999999999994 -0.086354999999999987 0.057400000000000007 0.060985000000000004 0.085785000000000014 -0.029554999999999994 0.032755000000000006 -0.10278499999999999 -0.082689999999999986 -0.071719999999999992 0.099455000000000002 -0.081934999999999994 -0.014034999999999997 0.077855000000000021 -0.084824999999999984 0.19578000000000004 -0.023454999999999997 0.088035000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 4 5 6 7 -3 17 11 -11 -10 13 -1 -14 -4 -5 -6
right_child=1 2 15 16 8 -7 -8 -9 9 10 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.0052891193972938282 -0.00092470867888498696 -0.00027093350523572473 0.012621823831256082 0.0062341051427176677 0.012495339111030295 -0.0022940581609445249 -0.006461776861702336 0.0055216798297985353 -0.0017176204157078434 0.0036024496424237763 0.014003540910252271 0.0051287523099040194 0.0082106986558106998 0.0037575570811547655 -5.8076165217836514e-05 0.0071614419409353524 0.01058663896304916 0.0084208583886637052
leaf_weight=88 94 114 61 80 52 82 53 904 82 59 68 161 73 72 72 69 92 95
leaf_count=88 94 114 61 80 52 82 53 904 82 59 68 161 73 72 72 69 92 95
internal_value=0 0.00502738 0.00531201 0.00499871 0.00462954 0.00383758 0.00430873 0.00487123 0.00639226 0.00500396 0.00918568 0.00281106 0.00130657 -0.00120689 0.00409243 0.00973744 0.00857265 0.00987439
internal_weight=0 2066 1972 1842 1670 1153 1071 1018 517 370 127 243 305 160 145 130 172 147
internal_count=2371 2066 1972 1842 1670 1153 1071 1018 517 370 127 243 305 160 145 130 172 147
is_linear=0
shrinkage=0.16829


Tree=7208
num_leaves=18
num_cat=0
split_feature=1 3 14 4 3 3 3 3 124 51 1 16 475 42 16 42 1
split_gain=7.95504 1.48607 0.990054 0.752603 0.688776 0.906581 0.566895 0.556088 0.295172 0.246657 0.249112 0.16638 0.16039 0.142619 0.140249 0.107205 0.0443968
threshold=0.10124500000000002 -0.052614999999999995 0.062655000000000016 0.25472500000000003 0.30835000000000007 0.077930000000000013 0.091170000000000015 -0.15315499999999996 -0.082254999999999981 -0.095799999999999982 0.089875000000000024 0.50597000000000014 -0.085684999999999997 0.085355000000000014 -0.082159999999999997 0.088285000000000016 0.092415000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 5 8 7 -1 -3 13 12 -2 -11 -9 -12 -14 -16
right_child=1 4 -4 -5 -6 -7 -8 9 -10 10 14 -13 15 -15 16 -17 -18
leaf_value=0.0007809648030419631 0.00091984488069631141 0.00061667743412824707 0.0014941229089807759 0.00060768287818148826 0.00028700042271221818 0.00086977508322501795 0.00083850212209244832 0.0010803387183189314 0.0003479597396002966 0.0013302383917597998 0.00087539091277758798 0.0011503542148702216 0.0011650884624019784 0.00086161802704629758 0.001161041187117728 0.0010936263461694192 0.0010356146386659027
leaf_weight=55 78 88 71 71 89 102 90 78 92 55 52 65 815 60 53 349 108
leaf_count=55 78 88 71 71 89 102 90 78 92 55 52 65 815 60 53 349 108
internal_value=0 0.000667381 0.00111092 0.000886621 0.000540824 0.000620806 0.00109504 0.00110922 0.000479529 0.0011207 0.0011337 0.00102487 0.00115214 0.000985498 0.00102804 0.00114369 0.00107712
internal_weight=0 585 1786 214 371 282 1715 1625 180 1570 1432 143 1219 138 213 1164 161
internal_count=2371 585 1786 214 371 282 1715 1625 180 1570 1432 143 1219 138 213 1164 161
is_linear=0
shrinkage=0.0032998


Tree=7209
num_leaves=19
num_cat=0
split_feature=12 10 4 13 4 52 51 4 12 49 52 12 160 159 155 52 13 4
split_gain=0.175309 0.174605 0.119084 0.20435 0.124216 0.0888856 0.156205 0.137647 0.162119 0.117048 0.0712904 0.0764082 0.0668205 0.119371 0.0529813 0.0474574 0.0322234 0.0240916
threshold=-0.14718499999999998 -0.005834999999999999 -0.51003499999999991 -0.10099999999999999 -0.017574999999999997 0.026115000000000003 -0.13881499999999999 -0.084284999999999985 0.08623500000000002 0.0047850000000000011 0.14564000000000002 0.08425500000000001 -0.52742999999999995 -0.46140499999999995 0.083985000000000018 0.10539000000000001 -0.19676999999999997 0.056640000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 14 8 -8 -9 11 -7 -12 -14 17 -13 -6 -5
right_child=1 2 3 5 16 10 7 9 -10 -11 12 15 13 -15 -16 -17 -18 -19
leaf_value=0.013315533028874794 -0.0026364632702361628 0.012362319639714136 -0.0080020171146772817 0.004090201299943752 0.0048881398896856399 0.011918217274141217 -0.0079636748283553951 0.0051674834551766148 0.0031358799914442455 0.00074257375247412962 0.0086056437150051884 0.0056673235695283595 0.0084755027256601893 -0.00049830328361186779 0.01327736446742611 0.010403453927466388 -0.00059851811852554466 0.0092060382098136904
leaf_weight=63 98 55 52 53 54 91 63 669 91 228 67 346 62 129 53 74 68 55
leaf_count=63 98 55 52 53 54 91 63 669 91 228 67 346 62 129 53 74 68 55
internal_value=0 0.00430294 0.00461148 0.00441282 -0.0011083 0.00489868 0.0039967 0.00324624 -0.00139318 0.00404476 0.00631791 0.00747339 0.0040224 0.00240525 0.00888451 0.00650606 0.00181528 0.00671212
internal_weight=0 2308 2210 2155 174 1981 1212 1051 154 897 769 511 258 191 161 420 122 108
internal_count=2371 2308 2210 2155 174 1981 1212 1051 154 897 769 511 258 191 161 420 122 108
is_linear=0
shrinkage=0.16829


Tree=7210
num_leaves=15
num_cat=0
split_feature=4 13 123 42 11 11 4 0 15 4 1212 0 0 0
split_gain=5.61951 1.57539 1.47823 0.445786 0.370451 0.393421 0.338022 0.262987 0.218068 0.193437 0.242929 0.171601 0.145933 0.120615
threshold=0.30163500000000004 -0.16392499999999996 0.081180000000000016 0.11902500000000001 1.0000000180025095e-35 0.084680000000000019 0.59999500000000017 0.04939000000000001 -0.42443999999999993 -0.081289999999999987 0.090840000000000018 -0.081444999999999976 -0.10075499999999998 -0.13314999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 8 9 -2 10 -3 -4 -10 -11
right_child=6 2 11 -5 5 -7 -8 -9 12 13 -12 -13 -14 -15
leaf_value=0.00059860154171241541 0.00069500650468400516 0.0011558703099601294 0.00080294650302021318 0.00082787027568030592 0.0014336933349269367 0.0010736870535841382 0.0002751599521201629 0.00082630852656728814 0.0005797769391902727 0.00093286091352902888 0.00092854141875595608 0.00054074299069468512 0.00035177939861891742 0.001048710917689424
leaf_weight=96 85 352 52 92 60 77 56 56 69 114 62 60 57 1101
leaf_count=96 85 352 52 92 60 77 56 56 69 114 62 60 57 1101
internal_value=0 0.00101252 0.00103211 0.00105371 0.00106509 0.00123161 0.000504293 0.00105153 0.000564939 0.00105925 0.00112191 0.000662795 0.000476915 0.00103787
internal_weight=0 2122 2026 1914 1822 137 267 1685 211 1629 414 112 126 1215
internal_count=2389 2122 2026 1914 1822 137 267 1685 211 1629 414 112 126 1215
is_linear=0
shrinkage=0.0032998


Tree=7211
num_leaves=17
num_cat=0
split_feature=12 124 49 1210 42 2 49 14 16 2 12 12 15 39 49 2
split_gain=0.241483 0.210464 0.182969 0.151641 0.147476 0.0991967 0.102229 0.116966 0.124547 0.108079 0.137279 0.129552 0.0905506 0.0662624 0.0351606 0.015827
threshold=-0.083994999999999986 -0.087444999999999981 -0.14867499999999997 -0.081959999999999991 0.087420000000000012 0.15020000000000003 0.0060900000000000008 0.019675000000000002 -0.50624499999999995 0.097145000000000023 0.085945000000000008 0.092395000000000019 0.090000000000000011 0.086900000000000019 0.088930000000000009 0.090115000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 13 6 7 8 -5 10 14 -11 -10 -3 -8 -12
right_child=2 4 3 5 -6 -7 9 -9 12 11 15 -13 -14 -15 -16 -17
leaf_value=0.008826201749335235 0.013991361822605738 -0.011475042025005898 0.011837578136001999 -0.0029650247616580046 0.0030410462291311832 -0.0021622835800839827 0.0034544441197313009 0.011419699115111401 0.0036376410628444953 0.01487278784834903 0.010293020936444118 0.0059444361579377202 0.0068288063770485926 -0.0030007199002589492 -0.0027303016957050934 0.0063729659527394442
leaf_weight=53 68 52 91 68 64 56 52 64 1070 92 72 94 332 54 52 55
leaf_count=53 68 52 91 68 64 56 52 64 1070 92 72 94 332 54 52 55
internal_value=0 -0.000423896 0.00538474 0.00510493 -0.00331832 0.00479876 0.00499949 0.00436146 0.00405294 0.00734228 0.00489638 0.0103703 0.00439461 -0.00717488 0.000344796 0.00860951
internal_weight=0 223 2166 2098 170 2007 1951 1534 1470 417 231 186 1402 106 104 127
internal_count=2389 223 2166 2098 170 2007 1951 1534 1470 417 231 186 1402 106 104 127
is_linear=0
shrinkage=0.16829


Tree=7212
num_leaves=20
num_cat=0
split_feature=1 2 10 16 16 1 14 123 123 4 2 16 484 4 2 43 43 16 1212
split_gain=4.20602 0.75975 0.723274 0.452757 0.418059 0.539176 0.357456 0.327765 0.189087 0.169663 0.168329 0.160536 0.15189 0.189191 0.130019 0.131744 0.122978 0.0826673 0.0762358
threshold=0.11400500000000001 0.098365000000000022 -0.0069899999999999988 -0.44470499999999996 0.51026500000000008 0.098370000000000027 0.054835000000000009 0.083715000000000026 0.089155000000000012 -0.47860499999999995 0.114805 -1.0000000180025095e-35 0.085515000000000022 -0.013929999999999998 0.090115000000000015 -0.021544999999999998 -1.0000000180025095e-35 -0.084699999999999984 0.10572500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 11 7 9 10 -1 -5 17 14 -14 18 -16 -7 -3 -11
right_child=2 4 3 8 -6 16 -8 -9 -10 12 -12 -13 13 -15 15 -17 -18 -19 -20
leaf_value=0.00096167847570605895 6.5402741260900932e-06 0.00067277696104309356 0.00017750199442153374 0.00064337132389659369 0.00082923767301881443 0.00029498459143872859 0.0010179331924307284 0.00051475738079037104 0.0003118181194507774 0.00081195227145972222 0.00043831479186963001 0.00056977345996696977 0.00050879342650168033 0.00076492628722405864 0.00078553537968492843 0.00063657537056642142 0.00049797925197507152 0.00082730212676021824 0.00068918552822611816
leaf_weight=56 55 91 66 88 97 53 68 53 52 890 90 99 52 84 153 119 89 71 63
leaf_count=56 55 91 66 88 97 53 68 53 52 890 90 99 52 84 153 119 89 71 63
internal_value=0 0.000745984 0.000354688 0.000419258 0.000633871 0.000586759 0.000782408 0.000771489 0.000488478 0.000781067 0.000539889 0.000676012 0.00077361 0.000667252 0.000785389 0.000720495 0.000422462 0.000740718 0.000803873
internal_weight=0 2038 351 296 500 403 1538 1470 230 1417 178 261 1361 136 1225 272 142 162 953
internal_count=2389 2038 351 296 500 403 1538 1470 230 1417 178 261 1361 136 1225 272 142 162 953
is_linear=0
shrinkage=0.0032998


Tree=7213
num_leaves=23
num_cat=0
split_feature=1 2 16 52 1 0 11 2 52 52 484 1 133 2 0 16 133 158 1 0 43 2
split_gain=12.8108 1.52524 1.26593 0.966868 1.03699 0.758329 0.599743 0.659216 0.588726 0.31373 0.292627 0.249544 0.224317 0.178171 0.23947 0.120449 0.102775 0.0883737 0.0737888 0.07017 0.0514964 0.0293579
threshold=0.11481500000000001 0.099675000000000014 0.058765000000000005 -0.41304999999999997 0.092810000000000017 -0.061204999999999989 0.077290000000000011 -0.0091949999999999983 0.12371000000000001 -0.077269999999999991 0.085515000000000022 0.13662500000000002 0.085720000000000018 0.089885000000000007 -0.069884999999999989 -0.50690499999999983 0.024130000000000002 0.086925000000000016 0.097555000000000017 -0.079854999999999995 -0.064499999999999988 0.11982500000000001
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 6 8 18 5 20 7 -1 11 -6 13 21 -12 17 16 -11 -15 19 -3 -9 -5 -2
right_child=2 3 -4 4 9 -7 -8 10 -10 15 12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0012721340702850496 0.00072150416643861277 0.0016026543989060733 0.0012291238698515534 0.0016995772572786579 0.00092754244576260093 0.0012050216653320951 0.0019173941375347134 0.0016460716693415421 0.0010641286245302113 0.0011279305819359375 0.0013761958305152184 0.00053789464354082775 0.0016362367173268085 0.0014751515832447006 0.0017911018921783109 0.0013588051008757694 0.001609280674117478 0.0017779597124680266 0.0017858441584826586 0.0017237732185875123 0.0015624804687038758 0.00083633670271801488
leaf_weight=58 54 55 90 69 53 69 79 678 58 53 83 78 69 138 52 52 135 90 55 186 75 60
leaf_count=58 54 55 90 69 53 69 79 678 58 53 83 78 69 138 52 52 135 90 55 186 75 60
internal_value=0 0.00158477 0.000892879 0.00142165 0.00134064 0.00149143 0.00163478 0.00161976 0.000771689 0.00113714 0.00163383 0.000683165 0.00149447 0.00165036 0.00158164 0.0012426 0.00154161 0.00167374 0.00169457 0.00166284 0.00162842 0.000782251
internal_weight=0 2049 340 481 371 213 1568 1489 250 158 1431 192 152 1279 325 105 273 954 110 864 144 114
internal_count=2389 2049 340 481 371 213 1568 1489 250 158 1431 192 152 1279 325 105 273 954 110 864 144 114
is_linear=0
shrinkage=0.0032998


Tree=7214
num_leaves=18
num_cat=0
split_feature=1 2 2 14 3 16 39 2 150 0 2 1210 3 3 16 3 48
split_gain=7.93157 1.41791 1.06438 1.14778 0.950821 0.779246 0.553169 0.512756 0.483264 0.285869 0.256879 0.169041 0.158265 0.215705 0.0942522 0.133469 0.111911
threshold=0.11332500000000002 0.16394500000000004 0.10272000000000002 0.054835000000000009 0.30835000000000007 0.50597000000000014 0.084845000000000018 -0.0091949999999999983 1.0000000180025095e-35 -0.13314999999999996 0.11556500000000001 -0.081959999999999991 -0.023394999999999996 -0.081854999999999997 -0.091029999999999986 -0.080424999999999983 -0.0046349999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 6 8 10 -1 12 -9 -2 -11 13 -4 15 -13 -16
right_child=1 -3 5 -5 -6 -7 -8 9 -10 11 -12 14 -14 -15 16 -17 -18
leaf_value=0.00077942880041830843 0.00096364405985229407 1.0008090093873918e-05 0.00077468439377590325 0.0014889929525852914 0.0002847531924107611 0.0011541970158642876 0.00050477751114581294 0.0009037591863701594 0.00053225002458824914 0.0012333558204876425 0.00068017117234910691 0.001212452486753229 0.00074956578521720527 0.0010244457397926318 0.0012176362384018887 0.0010492512275336924 0.0010559271217804019
leaf_weight=68 77 52 62 72 79 93 93 102 57 84 66 129 81 103 52 104 1015
leaf_count=68 77 52 62 72 79 93 93 102 57 84 66 129 81 103 52 104 1015
internal_value=0 0.000515512 0.00104301 0.00108047 0.000598849 0.000889098 0.000703842 0.00106152 0.000807614 0.00107441 0.000833057 0.00108696 0.000871275 0.00093081 0.00107747 0.00113976 0.00106384
internal_weight=0 367 2022 1626 315 396 236 1554 303 1486 143 1384 246 165 1300 233 1067
internal_count=2389 367 2022 1626 315 396 236 1554 303 1486 143 1384 246 165 1300 233 1067
is_linear=0
shrinkage=0.0032998


Tree=7215
num_leaves=24
num_cat=0
split_feature=0 3 3 2 15 150 0 12 2 3 2 12 133 160 3 157 4 4 160 15 13 16 0
split_gain=0.219197 0.304483 0.197288 0.264924 0.157945 0.114478 0.193615 0.168294 0.139298 0.115007 0.113131 0.107999 0.0982511 0.133372 0.128972 0.0803589 0.0814345 0.180537 0.0938199 0.058542 0.0537961 0.0527782 0.0246192
threshold=-0.069074999999999984 -0.23303499999999996 -0.116045 -1.0000000180025095e-35 -0.40312499999999996 0.085455000000000017 -0.090729999999999991 0.083795000000000022 0.083970000000000017 -0.14162499999999997 0.094955000000000025 0.092495000000000008 -1.0000000180025095e-35 0.051820000000000005 0.0025650000000000004 -0.077234999999999984 -0.082249999999999976 -0.08397499999999998 -0.089549999999999991 -0.044164999999999989 -0.054464999999999993 0.26676500000000009 -0.052239999999999988
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 -4 -1 7 19 8 -6 -9 11 -5 -10 14 -14 -11 17 -17 -18 -7 22 -22 -12
right_child=1 2 3 10 5 6 -8 9 12 15 20 -13 13 -15 -16 16 18 -19 -20 -21 21 -23 -24
leaf_value=0.00040844633982112867 0.012669616210601583 -0.007893622203071592 -0.0074302726742028402 0.014773897559616419 0.01715464794602601 0.0029183065643108683 0.010116636689089534 0.015038836038589215 0.015890815463524749 0.011777551928002077 0.0024534344792521718 0.0043326845820152535 -0.0017737494604793008 0.01425314006320837 0.0090775461159018009 0.0065826587236279674 0.009392501082155804 0.016759452233585041 0.0047441846249204065 -0.0045120845281850187 0.007601995102413675 0.0007637806981822899 -0.0027234290852013849
leaf_weight=87 88 52 58 53 94 71 88 53 53 92 52 61 53 59 74 201 155 66 618 52 83 53 52
leaf_count=87 88 52 58 53 94 71 88 53 53 92 52 61 53 59 74 201 155 66 618 52 83 53 52
internal_value=0 0.00359024 0.00186442 0.00310037 0.00742694 0.00777906 0.00408927 0.00829075 0.0116427 0.00734731 0.00483081 0.00920269 0.00946726 0.00762723 0.00453491 0.0069856 0.00655997 0.009105 0.00567858 -0.000208391 0.00274668 0.00495031 -0.000117722
internal_weight=0 552 464 412 1816 1729 211 1518 333 1185 354 114 239 186 127 1132 1040 267 773 123 240 136 104
internal_count=2368 552 464 412 1816 1729 211 1518 333 1185 354 114 239 186 127 1132 1040 267 773 123 240 136 104
is_linear=0
shrinkage=0.16829


Tree=7216
num_leaves=19
num_cat=0
split_feature=0 403 10 123 14 3 3 14 0 4 12 3 3 16 2 16 52 16
split_gain=0.151566 0.214577 0.172053 0.168552 0.177869 0.11498 0.103994 0.098222 0.0911876 0.240613 0.126907 0.0794683 0.0980138 0.150997 0.101214 0.0716721 0.0673514 0.0562269
threshold=-0.069074999999999984 -0.08373499999999999 -0.0082499999999999987 0.085290000000000019 -0.10708499999999999 -0.24190499999999995 0.11745500000000002 0.023790000000000002 -0.13972999999999997 0.0047850000000000011 0.083795000000000022 0.10449500000000002 -0.069254999999999997 0.0045450000000000013 0.086615000000000011 0.0073350000000000004 -0.025904999999999994 0.25032500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -4 7 8 9 -6 16 12 14 -14 -7 -12 -10 -16
right_child=1 2 5 -5 6 11 -8 -9 10 -11 15 -13 13 -15 17 -17 -18 -19
leaf_value=0.015976098495723335 -0.0067788474192029642 -0.0044801257021070944 0.012471122234355765 -0.0011197839744490239 -0.0053511405494626541 0.012197202333522873 0.00091540952610432238 0.012793815996264188 0.015913545300714919 0.0090698321567294418 0.0066096372842144487 0.010088807148491887 -0.0061202941970481669 0.0045234123268985101 0.0068053328249158473 0.0028367818471276597 0.0085606966925987973 -0.00051895557988065357
leaf_weight=55 57 58 55 85 64 52 99 69 56 67 1053 56 64 92 61 167 101 57
leaf_count=55 57 58 55 85 64 52 99 69 56 67 1053 56 64 92 61 167 101 57
internal_value=0 0.00298713 0.00411533 0.00617873 0.00653816 0.00526026 0.00622737 0.0065597 0.00627326 0.00201076 0.00667747 0.00421734 0.00320323 0.000145247 0.00599882 0.00609466 0.0111948 0.0032521
internal_weight=0 552 495 1816 1731 437 1676 1577 1508 131 1377 382 326 156 170 1220 157 118
internal_count=2368 552 495 1816 1731 437 1676 1577 1508 131 1377 382 326 156 170 1220 157 118
is_linear=0
shrinkage=0.16829


Tree=7217
num_leaves=24
num_cat=0
split_feature=121 0 3 3 2 1 14 1 401 1 43 52 403 0 3 400 3 13 2 2 43 52 52
split_gain=0.128488 0.127485 0.188492 0.182243 0.126744 0.122883 0.172035 0.0889842 0.0871743 0.0852667 0.0804508 0.0759315 0.078743 0.0952511 0.0836185 0.139005 0.0949321 0.0740616 0.0673684 0.0652803 0.0639291 0.0411776 0.036794
threshold=-0.052794999999999988 -0.069074999999999984 -0.23303499999999996 -0.11128999999999999 -1.0000000180025095e-35 0.096325000000000008 -0.072219999999999993 0.10384000000000002 0.11336 0.12719000000000003 -0.064499999999999988 0.50590000000000013 -0.072624999999999981 -0.079119999999999982 -0.082744999999999985 -0.086244999999999988 -0.080384999999999984 -0.08231999999999999 0.12454500000000002 0.094720000000000013 -0.080819999999999989 0.0074400000000000013 -0.15824499999999997
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=-1 5 -3 -4 -5 8 -7 -8 11 17 22 12 14 20 15 -2 -16 -9 21 -15 -14 -12 -6
right_child=1 2 3 4 10 6 7 9 -10 -11 18 -13 13 19 16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.01281226878859576 0.0015790367027330283 0.0091999530837309704 -0.008341032182500022 -0.0054642828876048776 0.0035107318193169984 0.011035656392454147 -0.0044759683790036664 0.0087469365743914375 0.012433359661874355 -0.0028568833875966715 0.0056224292153111977 0.011134591091949553 0.006754297955529045 -0.0034907848172343187 -0.0014858993972802466 0.011038181533130936 0.0080878211239024719 0.0013784561713862742 -0.003198883436342303 0.0041246284783834674 0.0037235683527051399 0 0.0096431092089897218
leaf_weight=52 57 87 56 56 53 53 73 65 53 65 87 64 347 68 56 200 61 97 66 60 467 64 61
leaf_count=52 57 87 56 56 53 53 73 65 53 65 87 64 347 68 56 200 61 97 66 60 467 64 61
internal_value=0 0.0043346 0.00203686 0.000626058 0.00192826 0.00501546 0.00219464 0.000626738 0.00570908 0.00227561 0.00318439 0.00544952 0.00517168 0.00434665 0.00724488 0.00894723 0.00349017 0.00434604 0.00127255 6.49044e-05 0.00501775 0.00323885 0.00680785
internal_weight=0 2316 530 443 387 1786 353 300 1433 227 331 1380 1316 942 374 257 117 162 217 128 814 151 114
internal_count=2368 2316 530 443 387 1786 353 300 1433 227 331 1380 1316 942 374 257 117 162 217 128 814 151 114
is_linear=0
shrinkage=0.16829


Tree=7218
num_leaves=10
num_cat=0
split_feature=1 13 43 13 148 48 51 160 1429
split_gain=0.0997611 0.0998775 0.165248 0.0883216 0.0834963 0.110677 0.0689427 0.171199 0.079099
threshold=0.14262000000000002 0.17982000000000001 -0.16205499999999998 0.10068000000000001 -0.079549999999999996 -0.04451999999999999 0.10501000000000001 -0.067104999999999984 0.084895000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 8 -8 -7
right_child=-2 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.0046790571826528932 -0.0017842938787802863 0.0091093488662121139 -0.0014496421405977243 -0.0028408994839797456 0.011626287263357177 0.0035417249321732019 0.0020086231967173631 0.013263192657133615 0.0079956640250708789
leaf_weight=64 88 103 72 52 58 1655 78 76 122
leaf_count=64 88 103 72 52 58 1655 78 76 122
internal_value=0 0.00397646 0.00373278 0.00398841 0.00416159 0.00436562 0.0041466 0.00757449 0.00384852
internal_weight=0 2280 2177 2113 2061 1989 1931 154 1777
internal_count=2368 2280 2177 2113 2061 1989 1931 154 1777
is_linear=0
shrinkage=0.16829


Tree=7219
num_leaves=26
num_cat=0
split_feature=121 15 0 16 16 1 3 11 51 3 1 12 2 131 15 2 52 16 0 12 42 0 42 2 133
split_gain=0.0918947 0.0992048 0.104302 0.0983488 0.181261 0.189532 0.129605 0.116208 0.131169 0.170412 0.215063 0.0893548 0.074 0.0715848 0.0709808 0.0605811 0.0526791 0.0861842 0.123436 0.127956 0.0891579 0.0525543 0.0423368 0.0363919 0.0324435
threshold=-0.052794999999999988 0.083185000000000023 -0.11208499999999998 -0.42004999999999992 -0.093079999999999982 0.077565000000000009 0.11745500000000002 0.079300000000000009 -0.088439999999999977 -0.0037799999999999995 0.10322500000000003 0.089125000000000024 0.10028500000000001 0.11495000000000001 -0.036064999999999993 0.087675000000000017 -0.0093349999999999978 -0.082739999999999994 -0.082234999999999989 0.092395000000000019 0.08870500000000002 -0.095584999999999989 0.079170000000000004 0.08400500000000001 0.087195000000000009
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=-1 3 -3 6 5 21 11 8 14 10 -10 22 -11 16 24 -7 -4 20 -19 -20 23 -5 -2 -18 -6
right_child=1 2 13 4 7 15 -8 -9 9 12 -12 -13 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26
leaf_value=0.010139519324804438 0.0083336240267092021 0.010767014695525139 -0.00015783136249822378 0.0057802871287035967 0.0034887027272272192 -0.0038376849238492745 -0.001960700424813412 -0.0032438734975326049 0.0044794659513079536 0.014686688938827647 -0.0045532960874676009 0.013229871072009781 0.0063793956324116755 -0.0021337400625446781 -0.0042400361039213238 -0.011801668171341697 0.00096609096348566664 0.011607651469346839 0.00047418640436982514 0.007733565536090144 -0.0021454892076079725 -0.0012136455625409023 0.0020769777951335625 0.0060327721037552601 -0.0014775020766000129
leaf_weight=52 58 68 67 54 109 56 53 90 458 53 89 54 74 52 83 54 59 97 121 161 82 69 67 132 56
leaf_count=52 58 68 67 54 109 56 53 90 458 53 89 54 74 52 83 54 59 97 121 161 82 69 67 132 56
internal_value=0 0.00297052 0.0044339 0.00213804 0.0015432 -0.00268499 0.00532242 0.00251846 0.00308289 0.00430062 0.0030065 0.00748891 0.00986037 0.003873 -0.000219333 -0.00776361 0.00430993 0.00477179 0.00641693 0.0046251 0.0024813 0.00184226 0.00499443 0.00447708 0.00179231
internal_weight=0 2316 839 1477 1245 233 232 1012 922 674 547 179 127 771 248 110 719 652 379 282 273 123 125 191 165
internal_count=2368 2316 839 1477 1245 233 232 1012 922 674 547 179 127 771 248 110 719 652 379 282 273 123 125 191 165
is_linear=0
shrinkage=0.16829


Tree=7220
num_leaves=19
num_cat=0
split_feature=1 3 2 2 14 4 123 4 0 15 3 3 15 0 15 403 43 0
split_gain=16.7424 3.53805 1.80278 1.5721 1.38865 1.1408 0.732013 0.620311 0.539797 0.279727 0.621132 0.375905 0.259867 0.24616 0.204653 0.204478 0.142799 0.0832099
threshold=0.10439500000000002 -0.058704999999999993 0.14271500000000001 0.11444000000000001 0.054835000000000009 0.24099500000000004 0.081180000000000016 0.30163500000000004 0.04939000000000001 1.0000000180025095e-35 -0.10077999999999999 0.091170000000000015 -0.46140499999999995 -0.10220499999999998 0.091230000000000019 -0.079874999999999988 -0.013089999999999999 -0.050379999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 17 5 6 8 13 9 10 -1 -12 -9 -3 15 -11 -16 -2
right_child=1 2 -4 -5 -6 -7 -8 12 -10 14 11 -13 -14 -15 16 -17 -18 -19
leaf_value=0.0011145974809363948 0.0015244998505616722 0.00075849487899671923 0.0001858613279175208 0.00073938223783844926 0.0019321170622757593 0.0010453363749849157 0.0011254785644249994 0.00071521449335283063 0.0012465851994518397 0.0015249545752970962 0.0015091669941251903 0.001216714551870736 0.00039620626241652093 0.0010367236391710703 0.0014187205061176272 0.0016665244113662559 0.0015604206209353085 0.0013322793304551492
leaf_weight=53 55 74 83 54 72 69 62 59 93 229 664 53 54 68 171 238 160 54
leaf_count=53 55 74 83 54 72 69 62 59 93 229 664 53 54 68 171 238 160 54
internal_value=0 0.000801615 0.000608834 0.00120115 0.00148126 0.00146312 0.00147984 0.00074637 0.00149304 0.00150764 0.00146197 0.0014876 0.00056308 0.000891979 0.00155166 0.00159718 0.00148732 0.00142959
internal_weight=0 501 338 163 1864 1792 1723 255 1661 1568 770 717 113 142 798 467 331 109
internal_count=2365 501 338 163 1864 1792 1723 255 1661 1568 770 717 113 142 798 467 331 109
is_linear=0
shrinkage=0.0032998


Tree=7221
num_leaves=22
num_cat=0
split_feature=3 2 12 4 13 4 4 4 3 15 3 0 0 16 3 13 403 1213 12 50 13
split_gain=7.36538 2.70843 1.4534 1.23164 0.914452 0.874338 0.682521 0.630338 0.428726 0.386773 0.308279 0.601551 0.316784 0.265555 0.182926 0.126826 0.115714 0.138965 0.107416 0.0895985 0.0606528
threshold=-0.058704999999999993 0.14106500000000002 0.023990000000000004 0.30163500000000004 -0.00038499999999999998 0.30163500000000004 -0.030434999999999993 0.0047850000000000011 0.085315000000000016 -0.45726999999999995 -0.14162499999999997 -0.081344999999999987 -0.11169999999999998 -0.11118499999999999 -0.076099999999999987 -0.026884999999999996 -0.085254999999999984 -0.080279999999999976 0.087745000000000004 1.0000000180025095e-35 -0.077849999999999989
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=2 3 -1 4 7 10 -6 15 -8 -5 11 -4 -12 -3 16 -2 17 -14 -18 20 -16
right_child=1 13 5 9 6 -7 8 -9 -10 -11 12 -13 14 -15 19 -17 18 -19 -20 -21 -22
leaf_value=0.00057103317526415603 0.00066856384056321978 0.00041591125446743842 0.0015398976096117649 0.00068541668024883924 0.0012574204891164786 0.00070982023875802735 0.0010623460627927992 0.00093612250233109583 0.000672677822636703 0.00031315980274022675 0.00087629522421243196 0.0010988659592452202 0.00094228699546660766 9.5214243629819295e-05 0.0011139499640786385 0.00044717079742614697 0.0012203335335359651 0.0011341409875328175 0.0011448282241669691 0.0011789348032786291 0.00097409973279328392
leaf_weight=52 64 52 62 65 90 52 66 91 59 58 52 76 53 62 54 53 386 234 510 52 122
leaf_count=52 64 52 62 65 90 52 66 91 59 58 52 76 53 62 54 53 386 234 510 52 122
internal_value=0 0.000704862 0.00111559 0.00080148 0.000886104 0.0011327 0.0010374 0.000729547 0.000878705 0.000510167 0.00114642 0.00129727 0.00113216 0.000241806 0.00114157 0.000568576 0.00115837 0.00109883 0.0011774 0.00105425 0.00101721
internal_weight=0 660 1705 546 423 1653 215 208 125 123 1601 138 1463 114 1411 117 1183 287 896 228 176
internal_count=2365 660 1705 546 423 1653 215 208 125 123 1601 138 1463 114 1411 117 1183 287 896 228 176
is_linear=0
shrinkage=0.0032998


Tree=7222
num_leaves=14
num_cat=0
split_feature=3 14 15 12 484 1 160 3 3 51 12 12 16
split_gain=0.241059 0.217677 0.127133 0.103901 0.0823552 0.156154 0.11334 0.087507 0.222989 0.078944 0.18265 0.091829 0.0720067
threshold=0.11191000000000002 0.076175000000000007 -0.037184999999999996 -0.092124999999999985 0.085515000000000022 0.080270000000000022 -0.087429999999999994 -0.16802999999999998 -0.14162499999999997 0.082455000000000014 0.087805000000000008 0.085090000000000013 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 -1 7 6 -6 -5 -9 11 -11 -10 -2
right_child=2 -3 -4 4 5 -7 -8 8 9 10 -12 -13 -14
leaf_value=-0.0012721762766596846 0.0048391833853723533 0.01336534659836572 -0.0087284973876236363 -0.00052249197643517993 0.00038804780432676885 -0.0052182648025422169 0.010088591123372584 0.015577124905508328 0.0020787372085105372 0.013802643478937643 0.0037938830469664143 0.0051208190671419001 -0.0030504618083350438
leaf_weight=92 68 77 53 81 80 69 60 56 385 86 131 1064 63
leaf_count=92 68 77 53 81 80 69 60 56 385 86 131 1064 63
internal_value=0 0.00456601 -0.00177024 0.00424313 0.00449621 0.001322 0.00455826 0.00486316 0.00511754 0.00476487 0.00776877 0.00431378 0.00103121
internal_weight=0 2181 184 2104 2012 209 140 1803 1722 1666 217 1449 131
internal_count=2365 2181 184 2104 2012 209 140 1803 1722 1666 217 1449 131
is_linear=0
shrinkage=0.16829


Tree=7223
num_leaves=12
num_cat=0
split_feature=14 11 13 480 160 41 1 475 1 1186 13
split_gain=0.133637 0.112749 0.193306 0.126739 0.11779 0.103882 0.0909997 0.122523 0.0639671 0.0489213 0.0443968
threshold=-0.31058999999999998 0.080455000000000013 0.085880000000000012 0.097055000000000016 -0.52742999999999995 1.0000000180025095e-35 0.080270000000000022 -0.082549999999999998 0.13712000000000005 0.049580000000000006 -0.091559999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 9 -8 -9 10 -6
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=-0.0033619132901547347 -0.0047173215527326062 0.014928735129606711 0.0018108523003010054 0.010496117726848213 0.0070264441334709476 0.0095956235877326761 -0.0054008451132773229 0.0028667459558753424 -0.001995392682438949 0.0091166651381844911 0.0034411025873276641
leaf_weight=80 53 65 63 68 110 72 63 675 86 52 978
leaf_count=80 53 65 63 68 110 72 63 675 86 52 978
internal_value=0 0.00362443 0.00848631 0.00333508 0.00310112 0.00330552 0.00307402 0.00172282 0.00231492 0.00404909 0.00380524
internal_weight=0 2285 128 2157 2089 2036 1964 824 761 1140 1088
internal_count=2365 2285 128 2157 2089 2036 1964 824 761 1140 1088
is_linear=0
shrinkage=0.16829


Tree=7224
num_leaves=25
num_cat=0
split_feature=1 3 14 2 12 2 1 12 40 12 3 16 2 50 12 2 0 133 12 0 155 0 2 0
split_gain=8.03952 2.42218 1.07763 0.992064 0.965217 0.614422 0.547143 0.419557 0.414846 0.403336 0.393866 0.272997 0.208765 0.196717 0.189439 0.119207 0.143495 0.139562 0.127621 0.114249 0.0783446 0.0703115 0.0689878 0.063841
threshold=0.10538500000000002 -0.036004999999999988 0.054835000000000009 0.11444000000000001 0.077755000000000005 0.14721500000000001 0.086920000000000011 -1.0000000180025095e-35 -0.061244999999999994 0.091475000000000015 -0.0047649999999999993 -0.084499999999999978 0.097070000000000004 0.10672000000000002 0.11844 0.090000000000000011 -0.085669999999999982 0.037060000000000003 0.085135000000000002 -0.050379999999999994 0.091145000000000018 -0.061204999999999989 0.086965000000000015 -0.095419999999999991
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 19 6 7 12 8 -3 13 -8 -9 -1 15 20 16 22 -17 -18 -2 21 23 -6 -11
right_child=1 5 -4 -5 9 -7 10 11 -10 14 -12 -13 -14 -15 -16 17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0010539372170641121 0.0010764393808532155 0.0004405382412897186 0.0013589124194804375 0.00046909957402287286 0.0010830325910550277 2.2943899170248455e-05 0.00039868444748358042 0.00037850709855906308 7.6383070592642629e-05 0.00082818216798993545 0.00075710735287664601 0.00071412549243337633 0.00078541362055553241 0.00086965790072098914 0.00072850737993989463 0.0008233440174242716 0.00088221535681191866 0.0010384935583568665 0.001044900992326818 0.00086208469925163982 0.0010597951194532122 0.00081289449484442595 0.0012009290480579176 0.00095177371831777955
leaf_weight=68 62 71 73 66 254 64 52 55 66 57 96 52 62 82 55 57 69 86 276 53 53 62 78 396
leaf_count=68 62 71 73 66 254 64 52 55 66 57 96 52 62 82 55 57 69 86 276 53 53 62 78 396
internal_value=0 0.000489524 0.000964748 0.000792601 0.00094877 0.000311303 0.000769363 0.000386793 0.000265363 0.000981452 0.000631413 0.000541941 0.000926143 0.00102638 0.00091635 0.00104201 0.00106076 0.000952981 0.00101247 0.000977956 0.000934477 0.000921512 0.00111084 0.0009363
internal_weight=0 489 1876 181 1803 308 278 244 137 1525 148 107 130 902 623 820 677 143 345 115 568 515 332 453
internal_count=2365 489 1876 181 1803 308 278 244 137 1525 148 107 130 902 623 820 677 143 345 115 568 515 332 453
is_linear=0
shrinkage=0.0032998


Tree=7225
num_leaves=20
num_cat=0
split_feature=1 52 2 12 14 0 49 1 4 1 12 4 0 14 0 16 12 48 43
split_gain=10.7403 1.78708 1.22423 1.00895 0.968143 0.839872 0.778709 0.432104 0.388456 0.355861 0.279748 0.338796 0.427499 0.265675 0.265763 0.278166 0.157934 0.131585 0.033256
threshold=0.10335000000000001 -0.41304999999999997 0.17000000000000001 0.088105000000000003 0.062655000000000016 -0.10566999999999999 0.082865000000000008 0.11726500000000001 0.065590000000000009 0.085720000000000005 -0.010219999999999998 -0.46376499999999993 -0.045754999999999997 -0.23083499999999998 -0.075969999999999996 -0.50327499999999992 0.083715000000000026 0.014805 -0.064074999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 5 6 9 -5 10 -1 -7 -12 16 -3 15 -15 -13 -17 -16
right_child=1 2 -4 7 -6 8 -8 -9 -10 -11 11 12 -14 14 18 17 -18 -19 -20
leaf_value=0.00095792137096206242 0.0011501078465428513 0.00072919626467816403 8.4765269458691761e-05 0.0011042518250790204 0.001544988133502077 0.00094070381508787652 0.0012396876944536085 0.00069265754446754739 0.00093050297825872602 0.00059692646165215347 0.0013788987646086858 0.0013254793201158473 0.00089164732367500625 0.00056595379248193262 0.00055194639026959723 0.00017810735325742271 0.0011693993133380528 0.00041343374797266481 0.00067681771762492012
leaf_weight=57 63 58 53 53 65 57 56 60 79 64 89 79 60 69 52 53 1170 52 52
leaf_count=57 63 58 53 53 65 57 56 60 79 64 89 79 60 69 52 53 1170 52 52
internal_value=0 0.000625716 0.000559835 0.000615834 0.00114821 0.00113312 0.000916937 0.000886018 0.00115804 0.000767273 0.00117037 0.00117971 0.00116614 0.000524864 0.000482107 0.000402641 0.0011793 0.000294985 0.000614721
internal_weight=0 565 502 449 1776 1711 177 113 1534 121 1455 1398 1309 336 278 174 1249 105 104
internal_count=2341 565 502 449 1776 1711 177 113 1534 121 1455 1398 1309 336 278 174 1249 105 104
is_linear=0
shrinkage=0.0032998


Tree=7226
num_leaves=11
num_cat=0
split_feature=2 475 457 1456 0 13 11 2 13 0
split_gain=0.237281 0.147772 0.137733 0.103003 0.105912 0.167331 0.214977 0.152003 0.0851147 0.0796439
threshold=0.17730000000000004 -0.10344499999999998 0.11251000000000001 -0.16130999999999998 0.062580000000000011 -0.15310499999999996 0.080455000000000013 0.099145000000000025 0.034905000000000012 -0.14151499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 8 -6 -7 -5
right_child=-2 2 -4 4 7 6 -8 -9 -10 -11
leaf_value=0.012371421722328182 -0.0072307005572640141 -0.0025106920939660313 -0.0045160423120668381 0.0034255835557718468 0.015703973585378658 0.0046660097604833504 0.014578104663124328 0.0035138806892611287 0.0010710020594207805 -0.0046351259704222854
leaf_weight=62 52 62 52 58 56 1580 59 61 213 86
leaf_count=62 52 62 52 58 56 1580 59 61 213 86
internal_value=0 0.00425351 0.0040267 0.00423176 0.00443045 0.00414037 0.00457026 0.00936381 0.00423994 -0.00137598
internal_weight=0 2289 2227 2175 2113 1996 1852 117 1793 144
internal_count=2341 2289 2227 2175 2113 1996 1852 117 1793 144
is_linear=0
shrinkage=0.16829


Tree=7227
num_leaves=25
num_cat=0
split_feature=1 1 47 2 14 49 2 1429 3 1 0 0 12 1447 4 0 52 52 12 2 13 4 13 2
split_gain=6.12724 1.66903 0.752216 0.666234 0.753463 0.502267 0.339765 0.260221 0.183296 0.180216 0.229263 0.346734 0.224111 0.208889 0.202152 0.164089 0.123288 0.311838 0.115361 0.111705 0.105233 0.103151 0.0914176 0.0842236
threshold=0.109225 0.15067500000000003 0.07813500000000001 0.097145000000000023 0.076975000000000002 -0.036809999999999996 0.13880500000000004 0.084770000000000012 -0.031844999999999991 0.085720000000000005 -0.095419999999999991 -0.07409499999999998 0.083715000000000026 -0.084149999999999989 -0.078129999999999991 -0.061654999999999995 -0.10692499999999998 0.024560000000000002 0.094685000000000005 0.10731 0.034905000000000012 -0.049324999999999994 -0.080079999999999998 0.086885000000000004
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 6 4 7 -5 15 9 -4 12 -11 21 23 -14 -15 22 20 19 -19 -18 -7 -12 -2 -1
right_child=1 -3 8 5 -6 16 -8 -9 -10 10 11 -13 13 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0010284370155963321 0.00052905902104961259 -7.8289470549264343e-05 0.00091965044692742871 0.00056053439827428173 0.0013284012047770713 0.00099558245519857248 0.00024636499632695849 0.00075400826631047196 0.00065075583488795514 0.00071269904126504999 0.00092312976446924427 0.00073763412697917016 0.00077137983169768131 0.0010211400356012939 0.00090619646941444434 0.00064791041074841349 0.00056352306775553774 0.0010327839001630144 0.00083703120373067232 0.00078093983506378919 0.00081087659468882377 0.001066304487672823 0.0003464515195495064 0.0012043858179143537
leaf_weight=84 70 52 53 77 55 97 65 85 61 71 129 83 68 357 331 73 55 52 102 52 56 106 55 52
leaf_count=84 70 52 53 77 55 97 65 85 61 71 129 83 68 357 331 73 55 52 102 52 56 106 55 52
internal_value=0 0.000475309 0.000551761 0.000911864 0.000948213 0.000806594 0.000454395 0.00093288 0.000776077 0.000944721 0.000884429 0.000922661 0.000970975 0.000948442 0.000965891 0.00052251 0.000852274 0.000807626 0.000903358 0.000669513 0.000928208 0.000987861 0.000448994 0.00109597
internal_weight=0 429 377 1912 1421 491 263 1366 114 1281 389 318 892 756 688 198 414 261 154 107 153 235 125 136
internal_count=2341 429 377 1912 1421 491 263 1366 114 1281 389 318 892 756 688 198 414 261 154 107 153 235 125 136
is_linear=0
shrinkage=0.0032998


Tree=7228
num_leaves=10
num_cat=0
split_feature=10 457 13 4 11 11 1456 484 13
split_gain=0.216083 0.102579 0.0945885 0.113369 0.156855 0.112809 0.0829813 0.109489 0.113253
threshold=-0.092019999999999977 0.11251000000000001 0.25694000000000006 -0.46376499999999993 0.079300000000000009 0.078065000000000009 -0.16130999999999998 0.091180000000000011 -0.15416999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 8 -8
right_child=1 -3 -4 5 -6 -7 7 -9 -10
leaf_value=-0.005838626666918997 0.014303037683484624 -0.0030086617951484433 -0.0021201129266023417 -0.002186620506317434 0.0027277982318870873 0.010510991853801501 -0.0017006551988656485 0.0098460266961655149 0.0042274458843020177
leaf_weight=62 77 54 61 59 59 79 96 93 1701
leaf_count=62 77 54 61 59 59 79 96 93 1701
internal_value=0 0.00421902 0.00439524 0.00457973 0.00929464 0.00426265 0.00400846 0.00420281 0.00390975
internal_weight=0 2279 2225 2164 136 2028 1949 1890 1797
internal_count=2341 2279 2225 2164 136 2028 1949 1890 1797
is_linear=0
shrinkage=0.16829


Tree=7229
num_leaves=24
num_cat=0
split_feature=12 12 3 9 147 123 52 16 11 12 12 42 52 12 156 1447 1447 0 0 0 133 48 50
split_gain=11.2613 2.69991 2.32713 1.29795 1.26199 1.15674 0.777188 0.686359 0.501205 0.580363 0.484536 0.414804 0.35263 0.263625 0.203709 0.180691 0.326543 0.134845 0.196668 0.136297 0.129709 0.0999487 0.0540756
threshold=0.077755000000000005 0.13820000000000002 0.30112000000000005 -1.0000000180025095e-35 0.088145000000000015 0.081180000000000016 -0.091784999999999992 -0.18776499999999999 1.0000000180025095e-35 0.093270000000000006 0.092150000000000024 0.086700000000000013 0.026115000000000003 0.091545000000000015 1.0000000180025095e-35 -0.080289999999999986 -0.086254999999999984 -0.087834999999999983 -0.089704999999999993 -0.086224999999999982 0.42240500000000009 0.082225000000000006 -1.0000000180025095e-35
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 7 3 -1 5 6 -5 10 13 -10 -2 -7 21 15 20 16 -9 18 -17 -19 22 -8 -15
right_child=1 -3 -4 4 -6 11 12 8 9 -11 -12 -13 -14 14 -16 17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00037769914807753375 0.0012131376609602917 0.00055253303881745187 0.00025203437190221702 0.0013412830608838992 0.00038309985699094915 0.00084857981757283899 0.00092108779643426187 0.0013420276654497623 0.0017089790443996587 0.0012620363330196139 0.00081544057547787712 0.00046644243891867454 0.0011281770642049772 0.001134377233275723 0.0010014992832144299 0.0013048075618440247 0.00097471853884221636 0.0014567898890205883 0.0010682794271409531 0.0013156511296662616 0.001074029630410842 0.00073953790306950607 0.0012559521475470103
leaf_weight=69 73 62 100 71 53 63 83 56 61 68 63 62 74 52 53 138 52 97 56 433 61 60 381
leaf_count=69 73 62 100 71 53 63 83 56 61 68 63 62 74 52 53 138 52 97 56 433 61 60 381
internal_value=0 0.00122952 0.000714598 0.000800992 0.000863593 0.000925169 0.00104043 0.00125503 0.00127538 0.00147365 0.00102917 0.000659322 0.000941835 0.0012568 0.00119965 0.00129434 0.0011655 0.00131351 0.00123671 0.00134155 0.00122083 0.000845159 0.00124143
internal_weight=0 1706 635 535 466 413 288 1644 1508 129 136 125 217 1379 547 832 108 724 194 530 494 143 433
internal_count=2341 1706 635 535 466 413 288 1644 1508 129 136 125 217 1379 547 832 108 724 194 530 494 143 433
is_linear=0
shrinkage=0.0032998


Tree=7230
num_leaves=19
num_cat=0
split_feature=10 15 3 3 11 52 151 0 15 160 3 52 457 52 3 0 13 3
split_gain=0.187382 0.151123 0.110509 0.0992294 0.0995977 0.263901 0.097971 0.111264 0.09888 0.0778748 0.107459 0.0922382 0.0679499 0.0665409 0.0772372 0.0523447 0.0477534 0.034923
threshold=-0.014199999999999999 -0.45015499999999992 -0.0044449999999999993 -0.015069999999999998 0.078340000000000007 -0.046924999999999988 -1.0000000180025095e-35 -0.14216999999999999 -0.036064999999999993 -0.014319999999999998 -0.081979999999999983 -0.011144999999999997 0.069910000000000014 0.10611000000000001 -0.11255999999999998 -0.081444999999999976 -0.066659999999999983 -0.076099999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 4 9 -6 12 -8 -9 10 11 -3 -4 14 -11 -2 -15 -12
right_child=1 2 6 -5 5 -7 7 8 -10 13 17 -13 -14 16 -16 -17 -18 -19
leaf_value=-0.0037517537080600542 -0.005331210293232443 -0.0024413772935788923 -0.00087083221552178389 -0.0014499638258331793 0.0065163383984346984 -0.0079891951352352702 0.015222211589252391 0.011659889603775554 0.003334929488907823 0.011409537090107594 0.0078805227765159584 0.0041594788289634156 0.0076249574160790947 -0.0013915426827580185 0.0058072435817485384 0.0021694807740657643 0.0055861644941634161 0.0037166996776128308
leaf_weight=78 53 125 52 78 85 61 71 76 88 76 116 115 54 59 957 52 52 117
leaf_count=78 53 125 52 78 85 61 71 76 88 76 116 115 54 59 957 52 52 117
internal_value=0 0.00462386 0.00492415 0.00440643 0.00466656 0.000443502 0.00771396 0.00963402 0.00720379 0.00504675 0.0032219 0.000714047 0.00344026 0.00579968 0.00622116 -0.00159947 0.00186111 0.00579739
internal_weight=0 2287 2182 1841 1763 146 341 235 164 1617 473 240 106 1144 1033 105 111 233
internal_count=2365 2287 2182 1841 1763 146 341 235 164 1617 473 240 106 1144 1033 105 111 233
is_linear=0
shrinkage=0.16829


Tree=7231
num_leaves=23
num_cat=0
split_feature=4 12 13 2 14 12 4 2 12 43 16 15 2 484 483 52 4 42 13 1212 1212 42
split_gain=9.16648 1.95109 0.799034 0.695163 0.476935 0.32817 0.323208 0.31655 0.311088 0.295625 0.343985 0.249931 0.185373 0.142137 0.129675 0.0956726 0.158049 0.139244 0.125424 0.0884787 0.0864574 0.0536833
threshold=0.27287000000000006 0.077755000000000005 -0.00038499999999999998 0.12358500000000001 0.076175000000000007 -0.090239999999999987 -0.14538499999999996 0.13538500000000001 0.091475000000000015 -0.055679999999999993 -0.50790499999999994 -0.035449999999999988 0.11177500000000001 -0.084699999999999984 0.089025000000000007 0.099400000000000016 0.0099250000000000015 0.092575000000000018 -0.05176999999999999 0.089005000000000015 0.081560000000000007 0.084835000000000008
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 2 5 4 8 -1 -4 9 13 -2 -11 -8 -7 21 20 16 19 -17 -18 -10 -15 -3
right_child=7 3 6 -5 -6 12 11 -9 15 10 -12 -13 -14 14 -16 17 18 -19 -20 -21 -22 -23
leaf_value=0.00069895600382605344 0.00014339689043194544 0.0011626597750811634 0.00097776233169777869 0.00056636890747624989 0.0012589334875583822 0.00053898532882179853 0.00083134417914624236 8.1418113938576536e-05 0.00097362765732103508 0.00023206137461199834 0.00059335270834656793 0.00054514969791021333 0.00027086325048733735 0.00095929573793023426 0.00081673573465682308 0.00072682348138196297 0.00090306048265823967 0.00090946906383318352 0.00068702616945696287 0.00082749928003365055 0.0010533105493403822 0.001012842446983301
leaf_weight=76 65 61 88 53 54 63 88 89 287 55 61 55 52 586 62 91 70 98 54 58 142 57
leaf_count=76 65 61 88 53 54 63 88 89 287 55 61 55 52 586 62 91 70 98 54 58 142 57
internal_value=0 0.000889259 0.000688442 0.000939893 0.000952091 0.000530011 0.000819286 0.000243076 0.000941488 0.000322371 0.000422354 0.000721516 0.000418054 0.000981443 0.000965096 0.000886299 0.00091225 0.000821715 0.000809265 0.000949163 0.000977682 0.00109059
internal_weight=0 2095 422 1673 1620 191 231 270 1566 181 116 143 115 908 790 658 469 189 124 345 728 118
internal_count=2365 2095 422 1673 1620 191 231 270 1566 181 116 143 115 908 790 658 469 189 124 345 728 118
is_linear=0
shrinkage=0.0032998


Tree=7232
num_leaves=15
num_cat=0
split_feature=4 0 124 474 4 159 11 4 4 1 1 4 160 1
split_gain=0.303292 0.135008 0.118472 0.0717576 0.0711194 0.0801729 0.0700192 0.099128 0.139203 0.0831812 0.0688049 0.185079 0.0735671 0.0316325
threshold=0.26900000000000007 -0.16802499999999995 -0.078224999999999989 -0.025244999999999997 0.41488500000000006 0.10450500000000001 0.086080000000000018 -0.37626499999999991 -0.14236999999999997 0.085345000000000018 0.11039500000000001 0.0082450000000000006 -0.0048599999999999989 0.13251500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -4 13 7 9 -9 -5 12 -12 -10 -6
right_child=2 3 4 6 5 -7 -8 8 10 -11 11 -13 -14 -15
leaf_value=0.011815516038664702 -0.0080867795353076373 0.0095880602457759714 -0.0035829358144258581 0.0047861029606921417 0.0024144676514990886 -0.0026837384684809439 -0.0012805689177451949 -0.0028526269272729004 0.0031761062258118811 0.014196653475701428 -0.0056369151906666276 0.0070194540692662382 0.0057157026358884058 0.0082360205191827317
leaf_weight=78 53 81 74 53 54 52 58 73 466 55 63 68 1083 54
leaf_count=78 53 81 74 53 54 52 58 73 466 55 63 68 1083 54
internal_value=0 0.00493165 -0.000899528 0.00466228 0.000720676 0.00272232 0.00445343 0.0046331 0.00432637 0.00959515 0.00463938 0.000919089 0.00495285 0.00534188
internal_weight=0 2078 287 2000 234 160 1919 1861 1753 108 1680 131 1549 108
internal_count=2365 2078 287 2000 234 160 1919 1861 1753 108 1680 131 1549 108
is_linear=0
shrinkage=0.16829


Tree=7233
num_leaves=21
num_cat=0
split_feature=4 1 3 40 2 1 13 0 11 2 4 1 3 4 0 4 4 52 13 52
split_gain=37.6988 8.77623 3.83145 1.92937 1.174 1.10758 0.784959 0.577776 0.511634 0.475062 0.409119 0.317921 0.279632 0.248866 0.28006 0.172984 0.143814 0.139568 0.0743914 0.0738191
threshold=0.30163500000000004 0.10282000000000001 -0.058704999999999993 -0.026419999999999996 0.097220000000000015 0.12158500000000001 -0.004004999999999999 -0.026509999999999995 1.0000000180025095e-35 0.13538500000000001 0.057265000000000003 0.11453000000000001 0.084735000000000019 0.0051600000000000005 -0.069884999999999989 0.41816000000000003 -0.013324999999999998 -0.12329499999999999 -0.07236999999999999 0.11379500000000002
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 16 -1 8 15 11 10 12 -7 17 -4 13 14 -5 -2 -3 -6 -15 -19
right_child=5 2 6 4 7 9 -8 -9 -10 -11 -12 -13 -14 18 -16 -17 -18 19 -20 -21
leaf_value=0.0014116405660958055 0.00059113508052276653 0.0018307530659773506 0.00099922774567021058 0.0019985598086013625 0.0020600783276343436 0.00047958052538339414 0.0012518109030311604 0.0014994305877673395 0.0022506206184586702 0.00010617746055088253 0.0016373084295334493 0.00063475203017189215 0.0017559831347984966 0.0017411286599461591 0.0017632521367653634 0.00085679846531115536 0.0016053172631311807 0.001766835026738169 0.0019204119650518706 0.0019371013056559501
leaf_weight=83 52 76 52 1034 56 75 78 76 70 74 86 54 74 65 61 58 59 63 53 66
leaf_count=83 52 76 52 1034 56 75 78 76 70 74 86 54 74 65 61 58 59 63 53 66
internal_value=0 0.00181446 0.00130994 0.00190451 0.00192849 0.000480173 0.000999718 0.00175628 0.0019725 0.000294368 0.00182818 0.000813884 0.00195735 0.0019696 0.00198548 0.000731532 0.00173249 0.00191673 0.00182195 0.00185422
internal_weight=0 2106 319 1787 1704 259 184 347 1357 149 271 106 1287 1213 1095 110 135 185 118 129
internal_count=2365 2106 319 1787 1704 259 184 347 1357 149 271 106 1287 1213 1095 110 135 185 118 129
is_linear=0
shrinkage=0.0032998


Tree=7234
num_leaves=27
num_cat=0
split_feature=12 13 12 3 12 3 16 3 13 16 157 43 16 12 52 3 483 52 16 43 3 16 13 42 402 12
split_gain=6.7564 2.01694 1.51559 0.860191 0.806978 0.760997 0.543285 0.499264 0.26512 0.250189 0.155555 0.140597 0.10889 0.116117 0.146152 0.099651 0.0942051 0.0882808 0.119363 0.0965152 0.0848629 0.0841727 0.0678305 0.103904 0.0572233 0.0410077
threshold=0.077755000000000005 -0.004004999999999999 0.13969000000000004 -0.0042999999999999991 0.091545000000000015 0.11745500000000002 -0.24900499999999998 -0.00094999999999999989 -0.11122999999999998 -0.055679999999999993 -0.074224999999999985 -0.081729999999999983 -0.073494999999999991 0.10254500000000001 -0.08743999999999999 -0.154195 -0.041389999999999989 -0.011144999999999997 -0.18776499999999999 -0.082389999999999977 -0.085754999999999984 0.024125000000000004 -0.050754999999999995 -0.053844999999999997 0.012085000000000002 -0.042789999999999988
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 7 4 -3 15 9 -6 11 25 -5 -8 -1 22 14 -14 -2 -17 19 -19 20 -18 -15 -12 -24 -20 -9
right_child=2 3 -4 5 6 -7 10 8 -10 -11 12 -13 13 21 -16 16 17 18 24 -21 -22 -23 23 -25 -26 -27
leaf_value=0.00021746314097471678 0.00099503362580258812 0.00030421746237004017 0.00022488745818881323 0.00063341332254538676 0.00042436120864343505 0.00034918834678814768 0.00057655858151340689 0.00021321828395780341 -0.00013822430311133258 0.00090059048386794142 0.0007136131323404474 0.00042379482969964456 0.00086294468438896362 0.0007162735567829184 0.00069955897422051304 0.00096795227357089804 0.00076554069214548209 0.00070569239428355671 0.00085428227191192022 0.0006990259261382088 0.00093078314950802718 0.00053814597398512971 0.00076796825523668937 0.00094572873291203191 0.00093875641247229331 8.2507473516579071e-05
leaf_weight=72 55 100 53 66 67 58 61 54 52 95 55 74 98 66 166 68 84 53 424 97 63 56 78 73 124 53
leaf_count=72 55 100 53 66 67 58 61 54 52 95 55 74 98 66 166 68 84 53 424 97 63 56 78 73 124 53
internal_value=0 0.000374943 0.000775264 0.000558438 0.000792524 0.00067436 0.000708581 0.00018291 5.47108e-05 0.000791283 0.000737689 0.000322284 0.000754232 0.000720755 0.000760343 0.000854925 0.000846446 0.000836627 0.000858725 0.000782052 0.000836599 0.000634799 0.000816791 0.000854139 0.000873461 0.000148803
internal_weight=0 624 1741 319 1688 219 720 305 159 161 653 146 592 386 264 968 913 845 601 244 147 122 206 151 548 107
internal_count=2365 624 1741 319 1688 219 720 305 159 161 653 146 592 386 264 968 913 845 601 244 147 122 206 151 548 107
is_linear=0
shrinkage=0.0032998


Tree=7235
num_leaves=18
num_cat=0
split_feature=16 11 13 2 151 13 160 133 133 133 16 2 51 2 156 15 15
split_gain=0.174831 0.146825 0.199515 0.166237 0.13571 0.118916 0.114971 0.109598 0.131642 0.102973 0.148802 0.101586 0.0947029 0.0942985 0.0806719 0.0653086 0.0242045
threshold=-0.52595999999999987 1.0000000180025095e-35 0.046185000000000004 0.10527500000000002 -0.030624999999999996 0.085880000000000012 0.11224000000000002 0.11588000000000002 0.26391000000000003 0.0035300000000000006 -0.088504999999999986 0.097220000000000015 0.12200500000000002 0.083175000000000013 0.10788500000000002 0.090455000000000021 0.084150000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 -1 -4 7 9 -9 12 -11 -3 14 -12 -2 -10 -7
right_child=1 11 3 -5 -6 16 -8 8 15 10 13 -13 -14 -15 -16 -17 -18
leaf_value=-0.0063020599049376661 0.0056363236468901963 0.016202649690989682 -0.0020733075120984335 -0.0052785711068720105 0.0051167857217081069 0.0094298472832964834 0.00079645177961750727 -0.0040509459139278781 0.0085175571781520715 0.015112428380528599 0.0011475804420103591 0.0075078230985650687 0.013233732036336302 0.0089707880952606713 0.012085795987535491 0.0020523944929075858 0.0045098546609715576
leaf_weight=57 921 67 57 74 61 66 96 52 97 103 52 91 55 290 59 83 53
leaf_count=57 921 67 57 74 61 66 96 52 97 103 52 91 55 290 59 83 53
internal_value=0 0.00624985 0.00586846 0.00140321 -0.000383872 0.00422281 0.0064849 0.00680283 0.00338751 0.00733698 0.00948624 0.0112062 0.00641117 0.00778655 0.00602644 0.00554638 0.00725369
internal_weight=0 2216 2058 250 118 176 1808 1712 232 1480 445 158 1035 342 980 180 119
internal_count=2334 2216 2058 250 118 176 1808 1712 232 1480 445 158 1035 342 980 180 119
is_linear=0
shrinkage=0.16829


Tree=7236
num_leaves=27
num_cat=0
split_feature=1 52 123 3 1 1 0 3 151 50 4 13 52 1 4 42 13 4 47 12 0 15 42 4 13 4
split_gain=8.91563 2.19637 1.18777 1.02758 0.482475 0.446356 0.923378 0.511032 0.501019 0.250216 0.24756 0.231046 0.212784 0.203652 0.198108 0.154168 0.38882 0.151658 0.228337 0.300316 0.144235 0.123667 0.134783 0.0825905 0.0805978 0.0794591
threshold=0.10538500000000002 -0.40011499999999994 1.0000000180025095e-35 -0.058704999999999993 0.11695500000000002 0.085720000000000005 -0.14712999999999996 -0.07964499999999998 -0.080549999999999997 0.10672000000000002 0.36766000000000004 -0.085164999999999977 0.10744000000000002 0.11189500000000001 0.04105000000000001 0.093655000000000002 -0.28558999999999996 -0.15805499999999997 0.082095000000000015 0.08708500000000001 -0.075624999999999984 0.085790000000000019 0.085075000000000026 0.098655000000000007 -0.083514999999999992 -0.075239999999999987
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 5 10 13 6 -1 11 -7 14 -3 21 24 -5 20 16 -6 -10 19 -19 -9 22 -8 -16 -13 -21
right_child=1 3 -4 4 15 8 7 9 17 -11 -12 12 -14 -15 23 -17 -18 18 -20 25 -22 -23 -24 -25 -26 -27
leaf_value=0.0016524991078149033 0.0013501759418807814 0.0010561454157420867 0.00082462119398017783 0.00059507802583419164 0.00034543116317317023 0.00083980721261868788 0.0014089045535703537 0.0013280778899012707 0.0013343695428247701 0.00093413859932670767 0.00076062501271313492 0.0014019770971421363 0.0010828125264794766 0.00087162592159770462 0.00097094972548846664 0.00030860368367116993 0.00068540752925146282 0.00090630110308901615 0.0013219549969697253 0.0011128144006866359 0.0011527484927065239 0.0015247074552951951 0.0012240456909439741 0.0011592831311684881 0.001262737737344026 0.0012474185921440017
leaf_weight=64 54 59 82 69 77 53 117 104 64 55 68 56 72 52 57 60 71 62 73 123 112 52 75 53 459 91
leaf_count=64 54 59 82 69 77 53 117 104 64 55 68 56 72 52 57 60 71 62 73 123 112 52 75 53 459 91
internal_value=0 0.000720303 0.00121403 0.000645635 0.000548037 0.00123234 0.00126453 0.00124401 0.00114414 0.00114313 0.000898191 0.00129022 0.00125407 0.000714216 0.00117828 0.000451196 0.000508766 0.00118311 0.00115527 0.00111106 0.00123733 0.00137705 0.00133688 0.00106201 0.00127795 0.00117022
internal_weight=0 510 1824 456 329 1742 1276 1212 466 381 127 831 587 121 326 208 148 413 349 276 216 244 192 110 515 214
internal_count=2334 510 1824 456 329 1742 1276 1212 466 381 127 831 587 121 326 208 148 413 349 276 216 244 192 110 515 214
is_linear=0
shrinkage=0.0032998


Tree=7237
num_leaves=27
num_cat=0
split_feature=1 4 14 3 49 1456 1456 13 1 130 51 4 4 12 3 133 15 1456 49 133 133 52 3 3 52 13
split_gain=0.189862 0.205742 0.204522 0.34091 0.251978 0.141173 0.107432 0.140535 0.122001 0.103553 0.0987889 0.0886168 0.243144 0.17067 0.0810796 0.178514 0.132144 0.0903767 0.0791456 0.0991308 0.174714 0.0779864 0.0677738 0.065438 0.0437974 0.0367551
threshold=0.085720000000000005 -0.17689999999999997 -0.10708499999999999 -0.15078499999999997 0.018515000000000004 -0.00059999999999999995 0.087955000000000019 -0.077549999999999994 0.078340000000000007 -0.0048749999999999991 -0.091614999999999988 -0.012569999999999998 0.0099250000000000015 0.090775000000000008 -0.082484999999999989 0.0035300000000000006 -0.026169999999999995 -1.0000000180025095e-35 0.10895000000000001 0.0035300000000000006 -0.019454999999999997 0.086285000000000014 -0.08841499999999998 -0.079864999999999978 0.085835000000000009 -0.085719999999999977
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=6 10 -3 -4 5 -5 7 14 9 24 -2 13 -13 -7 17 16 -16 -1 19 20 -11 -21 -19 -17 -9 -24
right_child=1 2 3 4 -6 11 -8 8 -10 18 -12 12 -14 -15 15 23 -18 22 -20 21 -22 -23 25 -25 -26 -27
leaf_value=0.0010621978693388004 0.0059224817953909426 0.010348209404356396 -0.010601505071455158 0.012517491996197496 -0.0068685781803165561 -0.0029443281105270775 0.0011739215093845773 0.013455193037791911 0.013613710943464334 0.0064270894008620488 0.015946675770578896 0.011706021315724697 0.0022255965188002543 0.0051704280386246628 0.0020700681147643126 0.020215018642680608 0.011953281094525431 0.014145834456226527 -0.0011032363168646923 0.011088430177203788 -0.0025058727877910283 0.0046621384889793749 0.0037682915387680233 0.012212761843809521 0.0069319824982764303 0.0097790536718773136
leaf_weight=52 58 101 54 53 64 140 82 53 55 155 55 113 240 154 66 64 93 53 66 104 103 113 58 56 69 60
leaf_count=52 58 101 54 53 64 140 82 53 55 155 55 113 240 154 66 64 93 53 66 104 103 113 58 56 69 60
internal_value=0 0.00403435 0.00319835 0.00231335 0.00322853 0.00415426 0.00709641 0.00749301 0.00597615 0.00533986 0.0108174 0.0034664 0.0052655 0.00130015 0.00965896 0.0115819 0.00786211 0.0072451 0.00433512 0.00509455 0.00285387 0.0077503 0.00911478 0.0164956 0.00978056 0.00683984
internal_weight=0 1032 919 818 764 700 1302 1220 718 663 113 647 353 294 502 279 159 223 541 475 258 217 171 120 122 118
internal_count=2334 1032 919 818 764 700 1302 1220 718 663 113 647 353 294 502 279 159 223 541 475 258 217 171 120 122 118
is_linear=0
shrinkage=0.16829


Tree=7238
num_leaves=14
num_cat=0
split_feature=47 47 49 16 148 157 159 3 12 42 12 474 47
split_gain=0.118549 0.165521 0.12391 0.108273 0.0817253 0.0878252 0.0952409 0.107017 0.0984319 0.0722069 0.0657564 0.0628043 0.036153
threshold=0.094825000000000007 0.078875000000000015 0.12497000000000001 -0.26987499999999992 -0.079549999999999996 -0.078064999999999982 0.11819000000000002 0.12745000000000004 0.11486500000000001 0.088885000000000006 0.085945000000000008 0.086080000000000018 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 10 7 8 -7 12 11 -6 -5
right_child=3 -3 -4 9 5 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0003759973725280873 -0.0053046881861717387 0.01206389892242119 -0.0017873172837067329 0.0024238451843644686 0.0098145593328228808 0.0045180710482232989 -0.0014573586184720665 0.010684966767475384 0.010678298897522896 -0.0015578460812163744 0.012259645514189677 0.0018238258565617829 0.008165537193275816
leaf_weight=73 55 95 76 60 59 1413 63 95 78 61 85 54 67
leaf_count=73 55 95 76 60 59 1413 63 95 78 61 85 54 67
internal_value=0 0.00518794 0.00485978 0.00125078 0.00512383 0.00534218 0.00493754 0.00519269 0.00484154 0.00317815 0.00870307 0.00601188 0.00546707
internal_weight=0 2091 1996 243 1920 1847 1649 1586 1491 188 198 113 127
internal_count=2334 2091 1996 243 1920 1847 1649 1586 1491 188 198 113 127
is_linear=0
shrinkage=0.16829


Tree=7239
num_leaves=30
num_cat=0
split_feature=12 150 13 12 16 13 15 15 51 51 16 48 13 48 12 484 51 51 16 13 16 16 1211 51 15 15 16 12 12
split_gain=6.09332 2.10754 1.55203 1.33753 1.0056 0.903948 0.770883 0.562709 0.533901 0.444172 0.410811 0.401524 0.303876 0.242505 0.276474 0.165008 0.13921 0.129529 0.121035 0.186909 0.112682 0.15229 0.105699 0.078509 0.0708557 0.151483 0.0577122 0.0452143 0.0177946
threshold=0.077755000000000005 0.091105000000000005 -0.0042049999999999995 0.10321000000000001 -0.23071499999999998 0.046185000000000004 -0.24042999999999998 0.03981500000000001 0.097245000000000012 -0.033754999999999993 -0.040484999999999993 0.088145000000000015 -0.096154999999999977 0.095425000000000024 0.092495000000000008 -0.0011699999999999998 -0.011859999999999997 0.077225000000000016 -0.011989999999999999 0.0049200000000000008 -0.0021749999999999994 -0.011859999999999997 0.077345000000000011 -0.09193999999999998 -0.035449999999999988 -0.074959999999999985 0.22945500000000005 0.11167500000000001 -0.08947999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 -5 10 28 13 9 -6 -4 -8 -9 14 15 16 -2 18 19 22 21 -17 -14 -12 25 -16 -22 -11 -1
right_child=3 -3 5 4 8 -7 11 12 -10 27 23 -13 17 -15 24 20 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00053662753381036865 0.0014638736139694767 0.00036775708820552472 0.00098958360230772023 0.00056486097053054117 0.00091570923130046729 0.00072269845626011012 0.00098725631071713295 0.0015418778498547795 0.00077720712829517963 0.0012039870497694281 0.0013884058170941928 0.00064033356286678506 0.0013280343834620736 0.00099989827018157019 0.0011347730092238254 0.0012061001052067974 0.0012409891457785668 0.0014359026099676892 0.0011472799034381051 0.0010944603062263592 0.0013619517814109205 0.0010078137888616466 0.0011908684769049202 0.001212838975278868 0.0011707069107709763 0.00089274942782738786 0.0011972644260108127 0.0013410588694721583 0.00044335935649323689
leaf_weight=53 54 100 79 52 57 63 98 52 52 64 59 59 379 89 66 134 81 54 91 54 52 66 80 64 63 53 54 60 52
leaf_count=53 54 100 79 52 57 63 98 52 52 64 59 59 379 89 66 134 81 54 91 54 52 66 80 64 63 53 54 60 52
internal_value=0 0.000807542 0.000890926 0.00118814 0.000981202 0.00106925 0.000710429 0.00122959 0.00107397 0.00115903 0.00117715 0.000857108 0.00129576 0.00116355 0.00118688 0.00123209 0.0013304 0.00127626 0.00126193 0.00128219 0.0011886 0.00114084 0.0013042 0.00129734 0.00107712 0.00102728 0.00127839 0.0012706 0.000490773
internal_weight=0 627 527 1707 285 265 262 1422 233 181 202 157 710 712 623 441 135 658 604 513 306 200 459 123 182 119 106 124 105
internal_count=2334 627 527 1707 285 265 262 1422 233 181 202 157 710 712 623 441 135 658 604 513 306 200 459 123 182 119 106 124 105
is_linear=0
shrinkage=0.0032998


Tree=7240
num_leaves=25
num_cat=0
split_feature=1 51 15 50 1210 10 0 2 133 50 15 133 133 50 403 52 133 42 52 1456 4 2 0 133
split_gain=0.348823 0.138206 0.2383 0.202365 0.139258 0.126147 0.127476 0.120103 0.136604 0.112578 0.0996705 0.0986693 0.0946213 0.0846683 0.0798344 0.081219 0.0782231 0.146003 0.106554 0.0731799 0.0651448 0.0529428 0.0415243 0.0215513
threshold=0.12007000000000002 0.078435000000000019 0.085465000000000013 0.041865000000000006 -0.08861999999999999 -0.0069899999999999988 -0.074754999999999988 0.092155000000000015 0.008405000000000001 0.11657000000000002 -0.11055 0.086405000000000023 0.084065000000000015 0.095395000000000021 0.083830000000000002 -0.54822499999999985 -0.0011249999999999999 0.090395000000000017 0.087555000000000008 0.083690000000000014 -0.0097949999999999982 0.089505000000000015 -0.039129999999999991 0.097125000000000003
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 4 3 -3 -1 -2 -7 8 13 -5 -9 14 -10 16 15 -12 18 -18 -6 21 -13 -14 -8 -22
right_child=5 2 -4 9 7 6 22 10 12 -11 11 20 19 -15 -16 -17 17 -19 -20 -21 23 -23 -24 -25
leaf_value=-0.0031360292215805688 -0.0088127916960821541 -0.0072862805803554564 0.0094676351470576112 0.0072123875581706354 0.0050891960283248692 -0.0043592235451027812 0.0073506335102789533 0.0086362342225237577 -0.0024126731820167408 -0.0027433348072512672 0.0059766527993772535 0.0090163313297556211 0.002982672475438685 0.0022434214096391245 0.0072764387827992799 -0.0011788254215440608 0.013598531703612231 0.0047744045845624699 0.011309547076028114 0.010329036222891148 0.0053499566622128214 0.0085599314793441579 0.00080022455306746128 0.00050940419476925203
leaf_weight=53 56 94 78 75 240 94 55 102 52 56 55 97 241 63 52 245 182 76 117 66 53 61 56 53
leaf_count=53 56 94 78 75 240 94 55 102 52 56 55 97 241 63 52 245 182 76 117 66 53 61 56 53
internal_value=0 0.00478347 0.00144908 -0.0013227 0.00534129 -0.00173329 0.000191856 0.00559832 0.00667738 0.00294279 0.00379222 0.00289874 0.00428341 0.00815772 0.00118829 0.000127024 0.00876065 0.0110061 0.00713283 0.00523448 0.00585578 0.00411515 0.00406211 0.00294663
internal_weight=0 2111 303 225 1808 261 205 1755 1098 131 657 555 420 678 352 300 615 258 357 368 203 302 111 106
internal_count=2372 2111 303 225 1808 261 205 1755 1098 131 657 555 420 678 352 300 615 258 357 368 203 302 111 106
is_linear=0
shrinkage=0.16829


Tree=7241
num_leaves=23
num_cat=0
split_feature=1 1 3 1 4 0 43 4 4 52 3 3 13 3 0 47 51 42 52 3 16 133
split_gain=7.61948 1.18344 0.862344 0.615864 0.694279 0.324813 0.256388 0.304733 0.232068 0.326561 0.213616 0.21005 0.19478 0.166451 0.141409 0.129444 0.123106 0.118924 0.103813 0.0911218 0.0838038 0.0639396
threshold=0.10915500000000002 0.13662500000000002 -0.036844999999999996 0.09518500000000002 -0.16772499999999999 -0.072174999999999975 -0.11162499999999999 -0.46376499999999993 0.043850000000000007 1.0000000180025095e-35 -0.052614999999999995 0.31400500000000003 -0.0024349999999999992 -0.0062049999999999996 -0.045754999999999997 0.085770000000000027 0.116275 -0.10071499999999999 -1.0000000180025095e-35 -0.095119999999999996 0.081265000000000018 -1.0000000180025095e-35
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 15 5 -5 8 -7 -8 16 -10 -6 -3 18 -12 20 -2 17 -1 -4 -19 -9 -21
right_child=1 11 12 4 10 6 7 14 9 -11 13 -13 -14 -15 -16 -17 -18 19 -20 21 -22 -23
leaf_value=0.0010484331118314494 0.00058979621942078478 0.00021650486820394088 0.00014410474741749911 0.00099399291273520205 0.00072463234987677242 0.00056743890631507537 0.0010516551349861593 0.00074990106312331178 0.00065061749021826001 0.00095079427091953098 0.0003767543438157469 -5.0060751032820304e-05 0.00049927424655194928 0.00063729863450826311 0.00061697992083487876 0.00080955977891058735 0.00076133988982294187 0.00081720791498053288 0.00034280996597768631 0.00095798982980137119 0.00090741327702625418 0.00090055090140877387
leaf_weight=81 63 77 52 70 99 52 52 92 92 71 53 55 52 56 53 58 56 102 66 393 68 559
leaf_count=81 63 77 52 70 99 52 52 92 92 71 53 55 52 56 53 58 56 102 66 393 68 559
internal_value=0 0.00036466 0.000482246 0.000853394 0.000708923 0.000877409 0.000781479 0.000823346 0.000899842 0.000781585 0.000612816 0.000105169 0.000330304 0.000510935 0.000767443 0.000695429 0.000915997 0.000923596 0.000255544 0.000913969 0.000817064 0.0009243
internal_weight=0 423 291 1949 278 1671 317 265 1354 163 208 132 170 109 213 121 1191 1135 118 1054 160 952
internal_count=2372 423 291 1949 278 1671 317 265 1354 163 208 132 170 109 213 121 1191 1135 118 1054 160 952
is_linear=0
shrinkage=0.0032998


Tree=7242
num_leaves=25
num_cat=0
split_feature=1 2 1 12 4 49 2 13 4 2 1 1 4 1429 48 1 13 12 159 12 159 12 3 4
split_gain=11.8928 2.14639 1.58162 1.57703 1.20872 0.570245 0.543884 0.642339 0.535059 0.611799 0.306068 0.24657 0.271683 0.24498 0.265335 0.21937 0.215901 0.20245 0.18329 0.157434 0.140732 0.10824 0.0813301 0.0254579
threshold=0.109225 0.14234000000000005 0.089625000000000024 -1.0000000180025095e-35 0.41257000000000005 -0.0086549999999999978 0.099675000000000014 -0.13033499999999998 -0.015464999999999998 0.090715000000000004 0.14262000000000002 0.096630000000000008 -0.077889999999999987 0.084770000000000012 0.086260000000000017 0.12958500000000003 0.034905000000000012 0.085090000000000013 -0.087544999999999998 0.095815000000000011 -0.023859999999999996 0.088125000000000023 -0.065974999999999992 -0.49013999999999996
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 4 6 -4 5 -2 7 -1 11 -10 -3 12 -5 14 18 -6 19 -7 -9 -8 -20 -16 -21 -13
right_child=1 10 3 8 15 17 16 13 9 -11 -12 23 -14 -15 21 -17 -18 -19 20 22 -22 -23 -24 -25
leaf_value=0.0015180329760756696 0.00053890697278650502 0.00023732793994041309 0.00052232634668907452 0.00083060498552567418 0.00049846183895234451 0.00076661726248144807 0.0011512279186251145 0.0010300531148480956 0.0010216319726985134 0.00056361021295327294 -0.00011712659292414624 0.0012839300162022112 0.0011379846535696651 0.00097119213429536775 0.0011107055975951876 0.00022485783177144243 0.00081506827713777438 0.0010473906932571973 0.0013584778317556087 0.0010463707255355362 0.001184177903066455 0.00092015106921964317 0.00087038933798823436 0.0011656868882398365
leaf_weight=54 69 54 91 56 64 53 95 83 81 53 52 52 75 82 76 65 56 63 57 70 801 63 55 52
leaf_count=54 69 54 91 56 64 53 95 83 81 53 52 52 75 82 76 65 56 63 57 70 801 63 55 52
internal_value=0 0.000469486 0.00108175 0.000912194 0.000606558 0.000777683 0.001134 0.00116419 0.00100825 0.000840737 6.31123e-05 0.00110361 0.00100685 0.00114772 0.00116109 0.000360872 0.00100085 0.00091941 0.00118122 0.00104797 0.0011958 0.00102459 0.000969221 0.00122515
internal_weight=0 420 1952 460 314 185 1492 1216 369 134 106 235 131 1162 1080 129 276 116 941 220 858 139 125 104
internal_count=2372 420 1952 460 314 185 1492 1216 369 134 106 235 131 1162 1080 129 276 116 941 220 858 139 125 104
is_linear=0
shrinkage=0.0032998


Tree=7243
num_leaves=17
num_cat=0
split_feature=3 483 11 42 40 34 12 3 12 3 1212 40 12 12 403 3
split_gain=0.369857 0.121013 0.135006 0.122492 0.127056 0.114171 0.146392 0.142841 0.109892 0.0708816 0.0669586 0.0833992 0.127217 0.0603875 0.0191136 0.00458436
threshold=0.30112000000000005 0.11910500000000002 0.085155000000000022 -0.0043149999999999994 -0.08440499999999998 -0.0011599999999999998 -1.0000000180025095e-35 0.11745500000000002 -0.089839999999999989 -0.22382999999999997 0.058525000000000008 -0.0089699999999999988 0.084645000000000012 0.091800000000000007 -0.087094999999999992 0.41303000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -5 -6 8 -8 -7 -4 11 -1 -13 -14 -12 -2
right_child=15 -3 9 4 5 6 7 -9 -10 -11 14 12 13 -15 -16 -17
leaf_value=0.012724775764948204 -0.0062954439243339318 0.012953990664970518 0.0034917151137046415 -0.0023687326946305355 0.012376724609222706 0.003646094440653223 0.0054115799553714795 -0.0025021858348221468 -0.0070432845649769735 -0.0050853290561906853 0.012698510656465446 -0.0019794462458600196 0.0045237230857714042 0.0088076041265832128 0.0084557810414284899 -0.0039079916975259463
leaf_weight=52 52 55 54 74 54 57 1185 68 52 55 67 55 190 188 62 52
leaf_count=52 52 55 54 74 54 57 1185 68 52 55 67 55 190 188 62 52
internal_value=0 0.00513622 0.00494111 0.0052404 0.00441303 0.00476871 0.00446575 0.00498067 -0.00143694 -0.000819669 0.00724528 0.0063298 0.00555766 0.00665908 0.0106733 -0.00511899
internal_weight=0 2268 2213 2104 1490 1416 1362 1253 109 109 614 485 433 378 129 104
internal_count=2372 2268 2213 2104 1490 1416 1362 1253 109 109 614 485 433 378 129 104
is_linear=0
shrinkage=0.16829


Tree=7244
num_leaves=12
num_cat=0
split_feature=3 14 11 0 130 3 376 151 16 15 49
split_gain=0.264819 0.129596 0.178078 0.157651 0.0999205 0.112732 0.0951279 0.128018 0.070847 0.096491 0.0295116
threshold=0.31534000000000006 -0.10708499999999999 0.085155000000000022 -0.22607999999999998 0.0062100000000000011 -0.15002999999999997 0.083785000000000012 0.061780000000000009 -0.073309999999999986 0.086195000000000008 0.086690000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 9 -6 -10
right_child=-2 2 -4 4 8 6 -8 -9 10 -11 -12
leaf_value=0.01085028142579518 -0.0057360090641073004 -0.0030048083093538393 -0.0029827288777265881 -0.0016240259278425891 0.0068452283712997844 0.0044067397731778427 -0.0013538683803705649 0.011994780076521518 0.0020457735102971117 0.015647355815835155 0.0074573763735991854
leaf_weight=81 78 80 99 91 102 1526 76 66 66 55 52
leaf_count=81 78 80 99 91 102 1526 76 66 66 55 52
internal_value=0 0.00422584 0.00398256 0.0043096 0.00459817 0.00412954 0.00444451 0.00472245 0.00758914 0.00994022 0.00444577
internal_weight=0 2294 2213 2114 2034 1759 1668 1592 275 157 118
internal_count=2372 2294 2213 2114 2034 1759 1668 1592 275 157 118
is_linear=0
shrinkage=0.16829


Tree=7245
num_leaves=14
num_cat=0
split_feature=12 1 0 49 42 1375 158 0 1456 0 4 12 0
split_gain=0.16411 0.168653 0.247182 0.09926 0.180672 0.0865043 0.0709516 0.103975 0.101482 0.0843337 0.19676 0.150148 0.0630296
threshold=-0.14765999999999999 0.12007000000000002 -0.074274999999999994 0.11151500000000002 0.083795000000000022 -0.090674999999999992 0.086290000000000019 -0.08459499999999999 -0.14418499999999998 -0.14151499999999997 0.18420500000000004 0.083705000000000016 -0.040094999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 8 -8 -7 10 -10 -11 -4
right_child=1 2 12 4 -6 6 7 -9 9 11 -12 -13 -14
leaf_value=0.012569329158935093 -0.002987903317624988 -0.0080643553552130071 0.0072316290474977929 0.015266013585884031 0.0025445344522628324 0.010704835233643854 0.0028464786343420059 0.011133299146133918 0.011261958324618611 -0.00071973224745480627 -0.00087792891488519846 0.0036053322238448122 -0.00034437581503994624
leaf_weight=57 55 86 66 59 69 53 86 87 104 277 59 1251 58
leaf_count=57 55 86 66 59 69 53 86 87 104 277 59 1251 58
internal_value=0 0.00341576 -0.00112486 0.00387068 0.00842238 0.00357432 0.00376353 0.00702422 0.00343905 0.00321026 0.00685674 0.0028201 0.00367353
internal_weight=0 2310 210 2100 128 1972 1917 173 1744 1691 163 1528 124
internal_count=2367 2310 210 2100 128 1972 1917 173 1744 1691 163 1528 124
is_linear=0
shrinkage=0.16829


Tree=7246
num_leaves=22
num_cat=0
split_feature=4 12 2 2 11 4 2 2 15 2 4 160 12 16 43 160 475 2 43 157 43
split_gain=5.65242 2.34804 0.986227 0.920958 0.825266 0.752443 0.557754 0.551546 0.491577 0.332814 0.279453 0.230676 0.22662 0.17803 0.10506 0.0885973 0.0857257 0.105404 0.0995051 0.0911344 0.075798
threshold=0.36766000000000004 0.077755000000000005 0.10656 -1.0000000180025095e-35 1.0000000180025095e-35 -0.062109999999999992 0.13538500000000001 0.12358500000000001 0.029300000000000003 0.093565000000000023 -0.027119999999999995 -1.0000000180025095e-35 0.093840000000000021 -0.53870999999999991 -0.10961499999999998 -0.077609999999999985 -0.086279999999999982 0.089540000000000022 -0.012534999999999999 -0.077234999999999984 -0.039409999999999994
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 2 3 -1 7 -5 11 12 -6 -7 -4 -2 16 -13 -14 -16 -3 19 -19 -18 -17
right_child=6 4 10 5 8 9 -8 -9 -10 -11 -12 13 14 -15 15 20 17 18 -20 -21 -22
leaf_value=0.00056213593848061837 0.00076521825655161591 0.00094261868961843039 0.00076020208082348253 0.0012622028560571076 0.001149359056866523 0.00099996379650699576 0.00024780016954088297 0.00071909872942099446 0.0015535931953740026 0.00068064569755139242 0.00045558553691828533 0.00063413562931837451 0.0011007184726901371 0.00036619785970792249 0.0010770606852007344 0.00087228439940516527 0.00119494117082332 0.0010653382252486156 0.00090717879801720388 0.0010891871660288774 0.00098403985449590408
leaf_weight=68 53 52 52 79 87 83 80 57 54 64 92 54 78 56 65 122 112 166 64 657 172
leaf_count=68 53 52 52 79 87 83 80 57 54 64 92 54 78 56 65 122 112 166 64 657 172
internal_value=0 0.00100579 0.000790224 0.000900011 0.00106178 0.00100152 0.000474225 0.00103961 0.00130442 0.000861181 0.000565831 0.000585138 0.00105186 0.000498051 0.000987744 0.0009631 0.00107849 0.00108553 0.00102148 0.00110464 0.000937785
internal_weight=0 2124 438 294 1686 226 243 1545 141 147 144 163 1488 110 437 359 1051 999 230 769 294
internal_count=2367 2124 438 294 1686 226 243 1545 141 147 144 163 1488 110 437 359 1051 999 230 769 294
is_linear=0
shrinkage=0.0032998


Tree=7247
num_leaves=25
num_cat=0
split_feature=3 2 2 15 2 2 3 15 11 15 16 16 151 51 43 51 15 16 39 3 39 3 2 15
split_gain=4.20666 1.26346 1.0891 1.01503 0.901459 0.279349 0.223761 0.211232 0.194092 0.141504 0.138238 0.132484 0.123943 0.121971 0.13492 0.116948 0.116719 0.112165 0.0955078 0.0875146 0.0741035 0.0724763 0.045553 0.0669127
threshold=-0.049204999999999992 0.13631000000000001 -1.0000000180025095e-35 -0.24269999999999997 0.10272000000000002 0.097070000000000004 0.085315000000000016 -0.091934999999999989 1.0000000180025095e-35 0.11124000000000002 -0.073774999999999993 -0.42372999999999994 -0.085134999999999975 -0.095799999999999982 0.065040000000000014 -0.26649999999999996 -0.016949999999999996 0.0055300000000000011 0.087015000000000009 -0.107915 0.084155000000000021 -0.086709999999999982 0.10322500000000003 -0.045404999999999994
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 -1 6 8 20 -7 9 12 -3 -6 21 -14 -15 -9 -8 -13 -2 -17 -4 -5 -21 -24
right_child=1 10 4 5 11 7 16 15 -10 -11 -12 17 13 14 -16 19 -18 -19 -20 22 -22 -23 23 -25
leaf_value=0.00036169667093667352 0.00038442514707046559 0.00030815153587536117 0.0010068811761593775 0.00086954436383419908 0.00062460525002207528 0.00055627485710684919 0.00058592671128669248 0.00092818594864542219 0.0010199213474254001 0.0006966066302269171 9.1484749885355641e-05 0.00034648583298582057 0.00070656023412157397 0.00086398141786391968 0.00073685081378116251 0.00066461852401291288 0.000810184848337661 0.0005472423047074487 0.00018529881025676281 0.0007171355969594319 0.00082467835131662523 0.0010392240705531974 0.00074924672722894055 0.00091720657043170713
leaf_weight=52 52 75 52 59 56 54 53 52 74 70 57 75 72 880 106 86 52 53 55 57 53 60 53 59
leaf_count=52 52 75 52 59 56 54 53 52 74 70 57 75 72 880 106 86 52 53 55 57 53 60 53 59
internal_value=0 0.000502492 0.000578206 0.000816958 0.000658449 0.000831012 0.000806453 0.000748864 0.000853434 0.000843526 0.000214858 0.00048934 0.000852234 0.000840598 0.00085035 0.000782625 0.000697323 0.000429887 0.0002824 0.000752803 0.000915248 0.000955393 0.00079747 0.00083804
internal_weight=0 633 501 1734 394 1682 210 361 1321 1247 132 184 1177 1058 986 307 105 128 107 255 105 119 169 112
internal_count=2367 633 501 1734 394 1682 210 361 1321 1247 132 184 1177 1058 986 307 105 128 107 255 105 119 169 112
is_linear=0
shrinkage=0.0032998


Tree=7248
num_leaves=14
num_cat=0
split_feature=124 0 13 3 160 156 16 0 1429 159 16 3 3
split_gain=0.133459 0.125408 0.105927 0.0822136 0.0986606 0.0957239 0.0942615 0.0884642 0.0761066 0.128035 0.0568525 0.0434039 0.0274377
threshold=-0.087319999999999995 0.062580000000000011 0.24154 -0.0098449999999999979 -0.53327999999999987 0.094415000000000013 -0.0070899999999999991 -0.0088949999999999984 0.084770000000000012 0.085035000000000013 -0.071854999999999988 0.10924500000000002 -0.14818499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 10 8 9 -6 11 -5 -3
right_child=1 12 -4 5 7 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0032710102898474828 -0.001735423755395488 0.011830810562082506 -0.0021762172527804275 -0.00083594185495969732 0.0046921803690134663 0.0089263329767493536 -0.003328066214055239 0.011611319062298543 0.00033764814155558254 0.0097213998267762121 0.0077378177910861047 0.0038896618921235747 0.0067800122912557948
leaf_weight=64 60 72 71 103 1305 54 92 59 96 162 55 117 57
leaf_count=64 60 72 71 103 1305 54 92 59 96 162 55 117 57
internal_value=0 0.00450407 0.0042001 0.00441622 0.00494359 0.00230501 0.00132586 0.00519176 0.00494829 0.00524878 0.00288934 0.00166905 0.00961299
internal_weight=0 2303 2174 2103 1682 421 367 1622 1563 1467 275 220 129
internal_count=2367 2303 2174 2103 1682 421 367 1622 1563 1467 275 220 129
is_linear=0
shrinkage=0.16829


Tree=7249
num_leaves=18
num_cat=0
split_feature=1 3 124 1 12 39 3 14 16 48 3 1 151 1 12 48 3
split_gain=14.6039 2.44367 1.41108 0.938082 0.668321 0.533479 0.467334 0.43612 0.375174 0.26697 0.248475 0.244569 0.199614 0.194479 0.127338 0.124662 0.0737884
threshold=0.10538500000000002 -0.036844999999999996 -0.082254999999999981 0.12180500000000001 0.11769500000000001 0.088895000000000016 0.25468500000000005 0.062655000000000016 0.26391000000000003 0.084725000000000009 -0.12077499999999998 0.13271500000000003 0.009020000000000002 0.086050000000000015 0.090465000000000004 0.092150000000000024 -0.082844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 7 6 9 10 -2 -3 13 -7 14 -4 15 -12 -16
right_child=1 5 4 -5 -6 11 -8 -9 -10 -11 12 -13 -14 -15 16 -17 -18
leaf_value=0.00079767024004961614 0.00093984966171703076 0.00054575262947814001 0.001260609438986382 0.00058381661949842415 0.00093879948275937309 0.00042013536576160907 0.00036678579913874542 0.0015629211924393775 0.0013060237812500591 0.00085972955369429164 0.0013392143211768935 9.8999709573311436e-05 0.0010986255152212895 0.00098764440176440688 0.0013222737059114739 0.0011923827708512987 0.0012360472170497001
leaf_weight=68 77 69 65 59 60 52 89 65 52 53 862 52 56 54 174 73 387
leaf_count=68 77 69 65 59 60 52 89 65 52 53 862 52 56 54 174 73 387
internal_value=0 0.000631879 0.00126564 0.000929773 0.00128333 0.000453976 0.000549464 0.00129522 0.00108773 0.000682441 0.00128479 0.000259906 0.00129609 0.00113704 0.00130346 0.00132779 0.00126285
internal_weight=0 503 1864 188 1796 315 211 1736 129 122 1671 104 1552 119 1496 935 561
internal_count=2367 503 1864 188 1796 315 211 1736 129 122 1671 104 1552 119 1496 935 561
is_linear=0
shrinkage=0.0032998


Tree=7250
num_leaves=25
num_cat=0
split_feature=1 1 16 124 13 13 160 150 13 124 47 49 49 51 16 42 13 49 483 42 16 129 13 15
split_gain=10.1957 1.69787 1.40577 0.848621 0.398162 0.333769 0.362388 0.362013 0.295502 0.392191 0.264423 0.494537 0.222653 0.186044 0.156475 0.143057 0.208459 0.136754 0.0752022 0.0543037 0.0878397 0.0519806 0.0395208 0.00859073
threshold=0.10538500000000002 0.13630500000000004 0.40410500000000005 -0.043384999999999993 -0.085669999999999982 -0.083244999999999986 -0.00067499999999999993 0.083435000000000023 -0.10278499999999999 -1.0000000180025095e-35 0.087885000000000019 -0.0019649999999999997 0.087395000000000014 0.11178000000000002 -0.095794999999999977 -0.099454999999999974 0.11251500000000002 0.093350000000000002 0.08740500000000001 0.088585000000000011 0.062910000000000008 0.08888500000000002 -0.085604999999999987 0.084785000000000013
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 8 -1 -3 6 12 13 -2 -10 11 -11 18 15 -8 21 17 -17 22 20 23 -7 -5 -16
right_child=1 4 -4 5 -6 7 14 -9 9 10 -12 -13 -14 -15 19 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00087878899129260597 0.00048385934828671946 0.00011718569813265863 0.0012027541863722944 0.0014134400735464896 0.00049336654582738055 0.0013904542655188562 0.0010516568853282703 0.00097187899175010827 0.00052581319906015386 0.00096870979911893975 0.0010173539742421242 0.00053027271158978041 0.0015660641242161762 0.0010256129099447237 0.0013696217210156408 0.0012213258683171988 0.00099538326354169679 0.0011051225511031809 0.0012117910011207544 0.0011567684328382458 0.0011571848769995818 0.0012444030941078177 0.0012907836098541975 0.001288495780789486
leaf_weight=90 68 55 68 82 70 58 65 88 71 52 52 62 52 70 54 750 58 138 57 71 53 66 61 60
leaf_count=90 68 55 68 82 70 58 65 88 71 52 52 62 52 70 54 750 58 138 57 71 53 66 61 60
internal_value=0 0.00066145 0.000773059 0.00119286 0.000328129 0.00120869 0.00127661 0.00117796 0.000677142 0.00073245 0.000820619 0.000730571 0.00137005 0.00119384 0.00119878 0.00120481 0.0011906 0.00120331 0.00131891 0.00123881 0.00127348 0.001313 0.00136136 0.00132723
internal_weight=0 498 373 1873 125 1783 555 1228 305 237 166 114 252 1140 303 1070 946 888 200 238 167 124 143 114
internal_count=2371 498 373 1873 125 1783 555 1228 305 237 166 114 252 1140 303 1070 946 888 200 238 167 124 143 114
is_linear=0
shrinkage=0.0032998


Tree=7251
num_leaves=20
num_cat=0
split_feature=2 2 13 1213 402 52 2 13 1456 48 51 4 15 2 50 1 4 482 2
split_gain=0.36905 0.161691 0.129173 0.113773 0.153152 0.0811927 0.159444 0.136717 0.134046 0.118963 0.112331 0.101289 0.100596 0.100319 0.088121 0.153536 0.0968638 0.0718232 0.0764201
threshold=0.17000000000000001 -0.0091949999999999983 -0.009329999999999998 -0.09897499999999998 0.079485000000000014 -1.0000000180025095e-35 0.084895000000000012 -0.08533499999999998 -0.071109999999999993 0.10255000000000002 0.092460000000000014 -0.080429999999999988 0.084495000000000015 0.13538500000000001 0.089915000000000009 0.091370000000000021 -0.081374999999999989 0.082230000000000011 0.11161
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 8 7 -7 -5 11 17 12 -8 -13 16 -16 -9 18 -10
right_child=-2 3 -4 5 -6 6 9 14 10 -11 -12 13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0037041723172884402 -0.0095171667026144099 -0.0060579400146663189 -0.0072638189725451963 0.013332573112892643 0.0061870233199443452 0.012290981309120931 -0.0057961251194076973 0.0038424097111490843 0.0061622598667633458 -0.0036047211206369631 0.00022455068584799082 0.0056057466374394831 0.0026083876932372413 -0.0019796491843164527 -0.0049545748019210059 0.0070357963688009433 0.01131540140806896 0.00073823655372578503 0.011044175366501565
leaf_weight=65 54 61 57 73 55 102 55 105 533 73 92 456 151 55 55 67 94 57 111
leaf_count=65 54 61 57 73 55 102 55 105 533 73 92 456 151 55 55 67 94 57 111
internal_value=0 0.00454623 -0.00140549 0.00487785 -0.000236651 0.00516409 0.00427102 0.00691081 0.00641292 0.00285529 0.00577366 0.00351551 0.000355743 0.0047858 0.00519562 0.00161558 0.00738139 0.00649937 0.0070065
internal_weight=0 2317 122 2195 116 2079 1213 423 866 790 793 717 206 511 321 122 199 701 644
internal_count=2371 2317 122 2195 116 2079 1213 423 866 790 793 717 206 511 321 122 199 701 644
is_linear=0
shrinkage=0.16829


Tree=7252
num_leaves=12
num_cat=0
split_feature=3 9 42 12 151 1375 480 3 12 403 52
split_gain=0.193958 0.136627 0.105149 0.167208 0.0954589 0.121996 0.0875292 0.101069 0.107579 0.0776472 0.0613883
threshold=0.32329500000000005 -1.0000000180025095e-35 0.11902500000000001 0.10337000000000002 -0.089594999999999994 -0.080114999999999978 -0.068944999999999992 -0.080669999999999978 0.083705000000000016 0.15416500000000002 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 10 -6 -7 8 -8 -9 -3
right_child=-2 2 3 -5 5 6 7 9 -10 -11 -12
leaf_value=-0.0041593032428168877 -0.0062597270939754547 0.010650878487288264 0.0060636424507676803 -0.0068247827233039373 -0.0039583977632173598 0.010480209508525436 -0.0020562600145835265 0.0056984832237063267 0.0034047861213212069 -0.00054952499218957141 0.0034973473051778128
leaf_weight=60 56 103 52 63 54 60 115 807 889 60 52
leaf_count=60 56 103 52 63 54 60 115 807 889 60 52
internal_value=0 0.00375198 0.00396328 -0.000981351 0.00422984 0.00391403 0.00413511 0.00393067 0.00277748 0.00526402 0.00826258
internal_weight=0 2315 2255 115 2140 1985 1931 1871 1004 867 155
internal_count=2371 2315 2255 115 2140 1985 1931 1871 1004 867 155
is_linear=0
shrinkage=0.16829


Tree=7253
num_leaves=23
num_cat=0
split_feature=1 3 3 3 39 1 43 16 484 39 13 1 3 0 0 0 3 3 42 16 1446 13
split_gain=10.0508 2.36932 0.923714 0.779784 0.786726 0.586456 0.345401 0.304025 0.252459 0.246194 0.196173 0.172519 0.154114 0.202925 0.157323 0.152168 0.120149 0.0994225 0.0990144 0.0902884 0.0713911 0.0343837
threshold=0.10538500000000002 -0.06340999999999998 0.30112000000000005 0.10323000000000002 0.081875000000000017 0.093595000000000025 -0.049364999999999992 -0.24900499999999998 -0.0068949999999999992 0.093225000000000016 0.010320000000000001 0.08617000000000001 0.08734500000000002 -0.12608499999999997 -0.095419999999999991 -0.082234999999999989 -0.086049999999999988 0.11191000000000002 0.09087000000000002 -0.072359999999999994 0.057835000000000004 0.071660000000000015
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 7 6 4 8 -6 9 -2 16 -3 12 15 13 -10 -15 -12 -1 -8 -9 -18 -21 -17
right_child=1 2 -4 -5 5 -7 17 18 10 -11 11 -13 -14 14 -16 21 19 -19 -20 20 -22 -23
leaf_value=0.0012542231896032401 0.00063386963333028439 0.00047271741248622247 5.1265166528159573e-05 0.000662529339610926 0.0010130471072163883 0.00051771937967397697 0.0006832057533226756 0.0010282278144143401 0.0012758509864173801 0.00018199502152940739 0.0011487907357518245 0.00081253389072207221 0.00088834416323328377 0.00093529144500320333 0.0010747391369424512 0.00087464910523644783 0.0012155178293616598 0.00048453757023464336 0.00082329400270486988 0.0011210263314665224 0.0009740772482332785 0.00099731819751562719
leaf_weight=89 60 65 87 60 53 52 55 56 52 63 61 67 55 102 932 54 65 59 53 103 64 64
leaf_count=89 60 65 87 60 53 52 55 56 52 63 61 67 55 102 932 54 65 59 53 103 64 64
internal_value=0 0.000506648 0.000343335 0.00103424 0.00104652 0.000768077 0.00044819 0.000824367 0.00106362 0.000329903 0.00104404 0.000958053 0.00106255 0.00107134 0.00106102 0.00101232 0.00114812 0.000580695 0.000928904 0.00110727 0.00106492 0.00094148
internal_weight=0 498 329 1873 1813 105 242 169 1708 128 1387 246 1141 1086 1034 179 321 114 109 232 167 118
internal_count=2371 498 329 1873 1813 105 242 169 1708 128 1387 246 1141 1086 1034 179 321 114 109 232 167 118
is_linear=0
shrinkage=0.0032998


Tree=7254
num_leaves=14
num_cat=0
split_feature=2 10 48 147 4 4 2 16 2 15 130 13 16
split_gain=0.252592 0.108083 0.0758988 0.131903 0.10215 0.121692 0.109936 0.145744 0.0884711 0.0796962 0.0753284 0.107581 0.0671086
threshold=0.17000000000000001 1.0000000180025095e-35 -0.082959999999999992 1.0000000180025095e-35 -0.016339999999999997 -0.022999999999999996 0.095120000000000024 0.052915000000000011 0.091725000000000015 -0.0090649999999999984 -0.072444999999999982 0.031740000000000011 -0.027864999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 8 12 9 -6 -4 -12 -8
right_child=-2 -3 3 -5 6 -7 7 -9 -10 -11 11 -13 -14
leaf_value=0.0098573245488273037 -0.0077329944654289584 -0.0034539355583118564 0.0092645075465403459 -0.0037239911063788405 0.0054598902599464934 -0.004791145220312128 0.0026908320314097045 0.0092719749383337741 0.013319040753969905 0.012073155071369494 0.0038837607207303296 -0.00063469578295471507 -0.0038655130000765587
leaf_weight=63 54 55 60 62 447 53 262 90 56 59 878 179 53
leaf_count=63 54 55 60 62 447 53 262 90 56 59 878 179 53
internal_value=0 0.0038996 0.0040792 0.00391284 0.00413524 0.00307391 0.00541753 0.00329532 0.00694368 0.00623455 0.0034487 0.00311687 0.001582
internal_weight=0 2317 2262 2199 2137 1170 967 405 562 506 1117 1057 315
internal_count=2371 2317 2262 2199 2137 1170 967 405 562 506 1117 1057 315
is_linear=0
shrinkage=0.16829


Tree=7255
num_leaves=27
num_cat=0
split_feature=13 49 16 150 3 0 0 49 474 49 474 3 42 3 52 4 133 4 0 13 160 42 0 4 43 49
split_gain=0.126932 0.197631 0.150266 0.124502 0.148914 0.106932 0.103181 0.117555 0.0971158 0.0959185 0.0882579 0.108555 0.104492 0.113515 0.074982 0.232116 0.165195 0.162758 0.160199 0.0702148 0.0613499 0.0543252 0.0515495 0.120193 0.0569291 0.0192994
threshold=-0.083739999999999995 -0.14811499999999997 -0.072729999999999975 0.08926000000000002 -0.090854999999999977 -0.082784999999999984 -0.057279999999999991 -0.0087399999999999995 0.085020000000000012 0.092470000000000011 0.023345000000000001 -0.022604999999999997 -0.080249999999999988 -0.073309999999999986 0.088425000000000017 -0.07581499999999998 -0.062749999999999986 -0.078524999999999998 -0.095584999999999989 -0.0049299999999999995 -0.063044999999999976 0.084030000000000007 -0.11073999999999999 -0.0097949999999999982 -0.011884999999999998 0.089355000000000004
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=3 -2 6 4 -1 8 7 -3 19 14 11 12 -7 -14 15 16 -6 -16 -17 -4 -12 -20 -9 24 -24 -25
right_child=1 2 5 -5 9 10 -8 22 -10 -11 20 -13 13 -15 17 18 -18 -19 21 -21 -22 -23 23 25 -26 -27
leaf_value=0.013590335919893545 -0.0068422686926171384 -0.0022947067661765299 -0.0022930887167777313 -7.9459019053292485e-05 0.0054734347632242643 0.0091791946774139304 0.011267407736806496 0.009358372532258635 -0.0071197057841216327 -0.00086366983335089769 0.011438648312919868 -0.003139233143589432 -7.415604973436463e-05 0.0062012778804049918 0.017128404979806187 0.015043241977854756 -0.0075098604871418227 0.0049313024350800235 0.010005122805588141 0.0039928670058966076 0.0036655592755629185 0.0034992514709019156 0.0042090373147223043 0.0019639172049010279 0.0084230403161916975 -0.0025548350792500871
leaf_weight=78 54 62 100 87 54 73 75 81 55 56 56 87 227 127 53 68 57 76 52 101 61 126 198 55 172 52
leaf_count=78 54 62 100 87 54 73 75 81 55 56 56 87 227 127 53 68 57 76 52 101 61 126 198 55 172 52
internal_value=0 0.003158 0.00350048 0.00586189 0.0066985 0.00204537 0.005355 0.00463689 -0.000850051 0.00570337 0.00322291 0.00226829 0.00337426 0.00217213 0.00646376 0.00519666 -0.00117748 0.00995644 0.0080801 0.000856588 0.00740137 0.00540994 0.00541028 0.00473609 0.00617283 -0.000215321
internal_weight=0 1636 1582 707 620 887 695 620 256 542 631 514 427 354 486 357 111 129 246 201 117 178 558 477 370 107
internal_count=2343 1636 1582 707 620 887 695 620 256 542 631 514 427 354 486 357 111 129 246 201 117 178 558 477 370 107
is_linear=0
shrinkage=0.16829


Tree=7256
num_leaves=13
num_cat=0
split_feature=1213 13 15 15 2 150 160 51 15 4 1210 1213
split_gain=0.177976 0.117637 0.117087 0.140995 0.114868 0.0860478 0.0878994 0.102499 0.0812601 0.0562473 0.0540956 0.0259775
threshold=-0.069964999999999986 -0.091984999999999983 -0.53159999999999996 -0.44206999999999991 -0.0091949999999999983 0.12244500000000001 -0.47295999999999994 0.097530000000000019 -0.081479999999999983 -0.082249999999999976 -0.081369999999999984 -0.087234999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6 9 -9 -8 -3 -12
right_child=2 10 3 4 5 -7 7 8 -10 -11 11 -13
leaf_value=0.014387328143845166 0.010568385359440137 0.00092156720339403966 -0.0046070791276580213 -0.0026925652456647399 -0.001557820425608153 -0.0036018018216599423 0.0050445588189849113 0.012381117885494038 0.0043932881023974434 0.0026284112524626985 0.0051332870774488835 0.0092105538526600986
leaf_weight=53 53 55 75 101 98 52 360 64 85 1162 102 83
leaf_count=53 53 55 75 101 98 52 360 64 85 1162 102 83
internal_value=0 0.00719002 0.00275061 0.00254223 0.00282215 0.003129 0.00332787 0.00361548 0.00783636 0.00320109 0.00559313 0.00697226
internal_weight=0 293 2050 1997 1922 1821 1769 1671 149 1522 240 185
internal_count=2343 293 2050 1997 1922 1821 1769 1671 149 1522 240 185
is_linear=0
shrinkage=0.16829


Tree=7257
num_leaves=20
num_cat=0
split_feature=96 2 0 14 0 0 3 129 15 484 16 12 12 16 155 3 12 160 15
split_gain=0.10272 0.124702 0.130838 0.0938924 0.105562 0.0904405 0.112053 0.098285 0.0883424 0.108218 0.205881 0.137898 0.0878672 0.0663478 0.0791253 0.0595742 0.0690352 0.0546703 0.0342032
threshold=0.083670000000000008 0.094835000000000017 0.047740000000000012 0.076175000000000007 -0.076209999999999986 -0.14454499999999995 0.11535000000000002 0.088375000000000023 -0.18239999999999998 0.085775000000000004 -0.0090499999999999973 0.082165000000000016 -1.0000000180025095e-35 -0.074474999999999986 0.083165000000000003 -0.081184999999999993 0.096510000000000012 1.0000000180025095e-35 -0.091734999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 12 7 13 -1 11 -11 -10 -3 18 17 -6 -17 -15 -7
right_child=-2 5 -4 -5 15 6 -8 -9 9 10 -12 -13 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0025854818441627689 -0.0043574858457320316 -0.0074985961707757761 0.011916244133950432 0.01030342574087669 0.0031727716203088225 0.00067909409877546902 0.0075058871944311016 0.0078441783677716519 0.011035096652995867 0.0068263095330376089 -0.007551498616872398 0.0041716323793641969 0.00067673409303282744 -0.0037362739871604081 0.0035244767866460499 -0.0057410758703208198 0.0020508122883916651 0.0017683478715823785 0.0057707743931041033
leaf_weight=56 56 59 55 56 93 71 94 57 92 54 59 878 100 193 89 75 56 69 81
leaf_count=56 56 59 55 56 93 71 94 57 92 54 59 878 100 193 89 75 56 69 81
internal_value=0 0.00292544 0.00384893 0.00353498 0.00325557 0.0012489 0.00212554 0.0012192 0.00391239 0.00425005 -0.000664789 0.00482445 -0.00234558 0.000464881 -0.000802887 -7.62244e-05 -0.00239648 -0.00227973 0.00340424
internal_weight=0 2287 1474 1419 1363 813 654 560 1139 1083 113 970 159 503 351 224 131 262 152
internal_count=2343 2287 1474 1419 1363 813 654 560 1139 1083 113 970 159 503 351 224 131 262 152
is_linear=0
shrinkage=0.16829


Tree=7258
num_leaves=24
num_cat=0
split_feature=12 2 2 2 43 2 13 52 11 157 157 12 34 13 52 52 49 52 49 52 159 2 2
split_gain=8.0849 2.60511 1.81007 2.31223 0.697635 0.686998 0.596864 0.482718 0.359958 0.29305 0.276469 0.262725 0.217373 0.18528 0.177137 0.300252 0.142031 0.128045 0.0968872 0.0949893 0.0648934 0.0581995 0.0161193
threshold=0.077755000000000005 0.13631000000000001 -0.0091949999999999983 0.099325000000000011 -0.029144999999999997 0.096685000000000007 -0.026884999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -0.063304999999999986 -0.0048549999999999991 0.093840000000000021 -0.078549999999999995 -0.049744999999999991 0.074235000000000009 -0.099329999999999988 -0.065249999999999989 -0.050359999999999995 0.093600000000000017 0.0074400000000000013 -0.083114999999999981 0.088975000000000012 0.086165000000000005
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 12 10 17 8 -6 -8 11 -7 -4 16 -1 19 15 -11 -2 -5 20 -13 -18 -15 -12
right_child=1 -3 3 4 6 9 7 -9 -10 14 22 13 -14 21 -16 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=0.00045677043661210406 0.0010541530441582712 0.00046571384310269934 0.0012816163553419631 0.00028776929633540115 0.00053322016173034379 0.0012454539070174515 0.0011149834575774689 0.00070106362886571366 0.0014152271094203344 0.0010547033340433806 0.0010486326360765426 0.00091148196812237384 0.0001578165800927564 0.0011138375872834878 0.0011083251136058301 0.00078981194463296253 0.0011494945434023191 0.00051538280912765875 0.0011031976695280951 0.0011050832011924646 0.0012448622378482533 0.0012565873713486703 0.00095854410345964751
leaf_weight=55 61 60 56 53 98 61 54 73 82 102 54 68 52 83 96 89 99 57 73 52 735 61 69
leaf_count=55 61 60 56 53 98 61 54 73 82 102 54 68 52 83 96 89 99 57 73 52 735 61 69
internal_value=0 0.00114219 0.000702823 0.000784151 0.000622125 0.00116659 0.000727612 0.000877338 0.00120128 0.00103549 0.00108719 0.00118702 0.000311814 0.00109338 0.000990741 0.000931457 0.00121252 0.000406035 0.00122313 0.000995669 0.00123358 0.00117455 0.000998382
internal_weight=0 1722 621 514 335 1662 225 127 1314 348 179 1232 107 264 287 191 968 110 907 120 834 144 123
internal_count=2343 1722 621 514 335 1662 225 127 1314 348 179 1232 107 264 287 191 968 110 907 120 834 144 123
is_linear=0
shrinkage=0.0032998


Tree=7259
num_leaves=23
num_cat=0
split_feature=4 12 16 12 133 3 16 11 3 16 49 12 49 42 3 52 42 49 16 159 3 403
split_gain=6.56303 2.73402 0.634823 0.601453 0.515223 0.534457 0.469029 0.466954 0.454271 0.253988 0.251073 0.229463 0.227732 0.189578 0.20885 0.0950491 0.0908584 0.0745806 0.0628482 0.0621022 0.0583776 0.0489968
threshold=0.30163500000000004 0.077755000000000005 0.15454000000000004 0.11628000000000001 0.085880000000000012 0.14363500000000004 -0.0101 1.0000000180025095e-35 -0.082634999999999986 0.24579500000000001 -1.0000000180025095e-35 0.093840000000000021 -0.080089999999999981 0.086855000000000016 0.13524500000000003 0.0074400000000000013 -1.0000000180025095e-35 0.093600000000000017 -0.072729999999999975 -0.078814999999999982 -0.075849999999999987 -0.058429999999999996
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 2 4 7 5 6 10 11 -2 -9 -1 12 -3 14 -10 16 -13 21 -17 -20 -18 -14
right_child=8 3 -4 -5 -6 -7 -8 9 13 -11 -12 15 17 -15 -16 18 20 -19 19 -21 -22 -23
leaf_value=0.00072960139397935551 0.00058975524311704491 0.00080085391517810943 0.00094692640677947887 0.00074358289963765507 0.0003620073406131261 0.00041562841354255119 0.00054893719761934482 0.0013375154602719612 0.00051000311977555588 0.0010395108174995561 0.0010098051524062952 0.00095269297204403358 0.0010743481644278022 0.00014173223177453364 0.00022934777924912448 0.0010503469890142246 0.00073568898182684451 0.00093588824066411392 0.0010055518919201 0.0008383121989795606 0.00088833338162592199 0.0010190995449734326
leaf_weight=67 75 52 87 101 64 60 71 69 56 60 76 92 301 66 61 81 61 94 53 53 58 585
leaf_count=67 75 52 87 101 64 60 71 69 56 60 76 92 301 66 61 81 61 94 53 53 58 585
internal_value=0 0.000931179 0.000694748 0.00099169 0.000629734 0.00069214 0.000769502 0.00100774 0.000373031 0.00119918 0.000878767 0.000990446 0.00101674 0.000284017 0.00036398 0.000922179 0.0008726 0.00102816 0.000977932 0.000922264 0.000810383 0.00103791
internal_weight=0 2085 425 1660 338 274 214 1559 258 129 143 1430 1032 183 117 398 211 980 187 106 119 886
internal_count=2343 2085 425 1660 338 274 214 1559 258 129 143 1430 1032 183 117 398 211 980 187 106 119 886
is_linear=0
shrinkage=0.0032998


Tree=7260
num_leaves=27
num_cat=0
split_feature=12 2 13 156 2 12 2 0 0 2 0 12 0 0 2 11 0 52 0 475 1210 13 13 42 43 52
split_gain=10.7348 4.92772 2.94189 1.1895 0.909254 0.763758 0.709301 0.60138 0.546263 0.542304 0.454711 0.347827 0.330696 0.294091 0.249743 0.23366 0.307429 0.212131 0.207946 0.203287 0.149094 0.145097 0.204649 0.142889 0.082987 0.027174
threshold=0.077755000000000005 0.13631000000000001 -0.00038499999999999998 0.050840000000000003 0.14578500000000003 0.086795000000000011 -0.020134999999999997 -0.026509999999999995 -0.10220499999999998 0.099675000000000014 -0.11471499999999998 0.10823500000000001 -0.12608499999999997 -0.069074999999999984 0.10527500000000002 0.080705000000000013 -0.07304999999999999 -0.15086999999999998 -0.096594999999999986 -0.085684999999999997 -0.0097899999999999984 -0.085164999999999977 -0.092489999999999989 0.085355000000000014 -0.081414999999999987 0.081680000000000016
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 5 4 7 6 19 -1 8 14 -8 -7 15 -11 -13 -4 16 18 -18 -12 -2 -21 22 -22 25 -24 -23
right_child=1 -3 3 -5 -6 10 9 -9 -10 12 11 13 -14 -15 -16 -17 17 -19 -20 20 21 23 24 -25 -26 -27
leaf_value=9.718022471687216e-05 0.0014171604390580642 0.00014250222356845568 0.00080799470920950029 0.0011342184969140193 -6.449224576642123e-05 0.00076866844206169402 0.0007463155089125241 0.00036584391771422495 0.0010472271005780901 0.00021982353867804134 0.00094432602093459206 0.0010592663793526306 0.00056421475999937458 0.00073879005504757416 0.00050290409645310449 0.0012843312637976865 0.001114182916684417 0.00089592430381770004 0.001134427340680449 0.0013582954548936796 0.0010775023125761385 0.0011127469668318804 0.0012372077073630004 0.00095527961683360043 0.0014168110499888842 0.0012275209220121621
leaf_weight=59 52 60 54 81 52 56 69 55 52 66 72 69 57 59 66 69 77 142 651 55 64 64 76 55 52 52
leaf_count=59 52 60 54 81 52 56 69 55 52 66 72 69 57 59 66 69 77 142 651 55 64 64 76 55 52 52
internal_value=0 0.00107224 0.000563115 0.000790303 0.000332062 0.00110573 0.000414357 0.000667429 0.000763661 0.00051164 0.00106118 0.00107553 0.000379706 0.000911822 0.000640488 0.00109622 0.0010824 0.000972825 0.00111554 0.00121892 0.00119418 0.00116922 0.00123298 0.00109741 0.00131045 0.0011645
internal_weight=0 1725 611 308 303 1665 251 227 172 192 1195 1139 123 128 120 1011 942 219 723 470 418 363 192 171 128 116
internal_count=2336 1725 611 308 303 1665 251 227 172 192 1195 1139 123 128 120 1011 942 219 723 470 418 363 192 171 128 116
is_linear=0
shrinkage=0.0032998


Tree=7261
num_leaves=13
num_cat=0
split_feature=1 4 1 3 4 12 1 12 13 4 3 13
split_gain=12.9631 2.35346 1.78653 1.76943 0.652973 0.612145 0.934898 0.418994 0.353967 0.319548 0.217162 0.192005
threshold=0.11663000000000003 0.30163500000000004 0.13630500000000004 0.11372500000000001 0.30163500000000004 -0.011819999999999999 0.093595000000000025 0.11844 -0.085669999999999982 -0.50665499999999986 0.091170000000000015 0.0083850000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 6 -1 9 -4 -7 11 -11
right_child=2 -3 8 -5 -6 7 -8 -9 -10 10 -12 -13
leaf_value=0.0011716908465849809 0.00071384373759469304 0.00051877297210012351 -0.00017412652047925478 0.00047242524017761109 0.00030292211722298545 0.0013611889685993326 0.00062239168743731814 0.00082339853758389649 0.00017394638507401013 0.0011250160675381835 0.00090626689642574296 0.0010180170836329063
leaf_weight=62 94 89 59 53 77 55 75 58 69 1364 61 220
leaf_count=62 94 89 59 53 77 55 75 58 69 1364 61 220
internal_value=0 0.00104428 0.000308329 0.00106828 0.000529015 0.00108492 0.000871237 0.00110155 1.32313e-05 0.00111102 0.00110264 0.00111018
internal_weight=0 2037 299 1948 171 1895 137 1758 128 1700 1645 1584
internal_count=2336 2037 299 1948 171 1895 137 1758 128 1700 1645 1584
is_linear=0
shrinkage=0.0032998


Tree=7262
num_leaves=22
num_cat=0
split_feature=4 2 123 2 2 0 0 4 4 0 2 0 43 4 484 4 457 51 2 2 4
split_gain=15.7008 4.11496 1.6472 0.999342 0.658485 1.69892 0.47189 0.466381 0.40564 0.327918 0.321038 0.221532 0.194193 0.187331 0.168062 0.13891 0.131488 0.237797 0.113609 0.104146 0.0455345
threshold=0.30163500000000004 0.14307 1.0000000180025095e-35 0.14461000000000004 0.10527500000000002 -0.12608499999999997 -0.07304999999999999 -0.50215999999999983 -0.42305999999999994 -0.059914999999999989 0.087610000000000007 -0.14989499999999997 -0.078139999999999973 -0.07928499999999998 -0.067754999999999996 -0.039459999999999995 0.035070000000000011 -0.024714999999999997 0.092635000000000009 0.10904500000000002 -0.031874999999999994
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 2 4 9 6 -6 10 -8 -7 19 11 -1 -10 -9 -13 -15 17 -12 -4 -2 -14
right_child=3 -3 18 -5 5 8 7 13 12 -11 16 14 20 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0016065294733910642 0.00046755187320249086 0.00048111649531941392 0.00099073212809229396 -1.8548336335130593e-05 0.00063893912099325105 0.0015251773309780713 0.0014563411165326578 0.00096261117539371761 0.0013526946439862463 0.00029778651848143153 0.0014830804627385301 0.0012659544008803536 0.0011924317466369149 0.0013056761225753027 0.0014064891682473251 0.0010893128885820468 0.0011445683715230993 0.0012802132200157375 0.00076721174941552395 0.0006601907832260546 0.0010560477426531224
leaf_weight=55 52 72 52 53 55 58 61 58 67 65 78 115 65 64 645 73 60 396 52 81 59
leaf_count=55 52 72 52 53 55 58 61 58 67 65 78 115 65 64 645 73 60 396 52 81 59
internal_value=0 0.00125703 0.00128476 0.000383253 0.00130683 0.00116509 0.00133366 0.00120257 0.00128117 0.000490984 0.00135851 0.00140025 0.00120689 0.001123 0.00138527 0.00119064 0.00129474 0.00131367 0.000879311 0.000585138 0.00112782
internal_weight=0 2085 2013 251 1909 304 1605 256 249 198 1349 815 191 195 760 137 534 474 104 133 124
internal_count=2336 2085 2013 251 1909 304 1605 256 249 198 1349 815 191 195 760 137 534 474 104 133 124
is_linear=0
shrinkage=0.0032998


Tree=7263
num_leaves=17
num_cat=0
split_feature=4 4 3 3 12 12 4 3 3 13 1212 42 1212 403 1375 4
split_gain=0.425087 0.144641 0.237976 0.229604 0.12664 0.114572 0.082313 0.0804493 0.11836 0.195256 0.081808 0.200648 0.171789 0.092068 0.0740715 0.0604502
threshold=0.30163500000000004 -0.37626499999999991 0.092330000000000009 0.12991000000000003 1.0000000180025095e-35 0.086395000000000013 0.51326500000000019 0.0012800000000000001 -0.036844999999999996 -0.0070899999999999991 0.089995000000000019 0.089180000000000023 0.058525000000000008 -0.083044999999999994 -0.07273499999999998 0.42953500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 -4 6 -1 15 8 10 -10 12 13 14 -12 -3 -2
right_child=4 2 3 -5 -6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.014994464390037782 0.00056773343568906518 0.012734681994498863 -0.0095548210545168578 0.0051595906100046366 -0.0075532250805693361 0.0060616876907326365 -0.0030246984353617915 0.012299182651969618 0.0068968672246723303 -0.0060199790264239871 -0.0059321384106598178 0.011026565032078267 0.014368160729562856 0.0039370930150983098 0.0064454501382542181 0.0083131434458263223
leaf_weight=98 63 56 52 71 60 71 75 68 81 56 55 60 89 52 1276 53
leaf_count=98 63 56 52 71 60 71 75 68 81 56 55 60 89 52 1276 53
internal_value=0 0.00652006 0.00610172 -0.00104653 -0.000804325 0.0112523 0.00130634 0.00659309 0.00636712 0.00160387 0.00677692 0.00323386 0.00719205 -0.00111909 0.00671121 0.00412207
internal_weight=0 2085 1916 123 251 169 191 1793 1725 137 1588 167 1421 107 1332 116
internal_count=2336 2085 1916 123 251 169 191 1793 1725 137 1588 167 1421 107 1332 116
is_linear=0
shrinkage=0.16829


Tree=7264
num_leaves=19
num_cat=0
split_feature=2 4 3 0 3 0 3 16 4 4 52 0 0 4 16 43 0 0
split_gain=0.379732 0.142096 0.141903 0.215944 0.180236 0.161598 0.170766 0.181312 0.151448 0.123534 0.158998 0.0911749 0.082825 0.232623 0.0776853 0.0713877 0.0705001 0.0543861
threshold=0.16730000000000003 0.30163500000000004 -0.11327499999999999 -0.097074999999999981 -0.079864999999999978 0.0037850000000000002 -0.055389999999999988 -0.095794999999999977 1.0000000180025095e-35 0.07252500000000002 -1.0000000180025095e-35 -0.086589999999999986 -0.082234999999999989 -0.42305999999999994 -0.54057999999999995 -0.070049999999999987 -0.14910999999999999 -0.07081999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -4 6 7 -5 -8 10 16 -9 -1 -14 -3 -16 -6 -17
right_child=-2 14 3 5 9 -7 8 11 -10 -11 -12 -13 13 -15 15 17 -18 -19
leaf_value=0.014720625698914766 -0.0084354115277538774 0.006471847641054131 -0.0063160309653570671 0.012929911949887397 0.0087243471930256115 -0.0011431383524510177 0.016709826452775193 0.0024032543954970527 0.0050805177248279673 0.0084468664159606886 -0.0065208780136675366 0.0060006053396849147 0.01366493982081976 -0.00096161654781579088 -0.0053544334238301676 0.005749240354458264 0.00074250419970113655 -0.0019305648776667846
leaf_weight=67 60 56 70 94 54 85 81 255 53 88 58 949 71 54 61 52 76 52
leaf_count=67 60 56 70 94 54 85 81 255 53 88 58 949 71 54 61 52 76 52
internal_value=0 0.00511725 0.00555353 0.0051026 0.00130213 0.00596823 0.0063916 0.00579847 0.0121236 0.00324078 0.000794331 0.0052402 0.00991961 0.0073319 0.00105239 -0.000776056 0.00407186 0.00189206
internal_weight=0 2276 2055 1863 346 1517 1432 1298 134 276 188 1204 192 125 221 165 130 104
internal_count=2336 2276 2055 1863 346 1517 1432 1298 134 276 188 1204 192 125 221 165 130 104
is_linear=0
shrinkage=0.16829


Tree=7265
num_leaves=24
num_cat=0
split_feature=12 2 2 2 2 16 12 15 2 2 475 151 0 12 0 13 0 3 160 0 13 43 43
split_gain=4.77328 1.92638 1.26871 1.43395 0.706243 0.39989 0.373235 0.298465 0.279251 0.223562 0.208394 0.201247 0.194665 0.173236 0.278818 0.143997 0.137468 0.127368 0.105104 0.0629296 0.105852 0.0563094 0.033252
threshold=0.077755000000000005 0.13290500000000002 0.10613000000000002 0.064660000000000009 0.092235000000000025 -0.0021749999999999994 0.084055000000000005 -0.079109999999999986 0.091205000000000008 0.14721500000000001 -0.074304999999999982 -0.033849999999999991 -0.10891999999999999 0.093995000000000009 -0.077259999999999981 -1.0000000180025095e-35 -0.077584999999999987 -0.088074999999999987 -0.086154999999999995 -0.093039999999999984 -0.080844999999999986 -0.071899999999999978 -0.041094999999999993
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 6 3 5 -5 -1 17 -6 13 11 -10 -4 -12 14 19 -13 -15 -2 -14 -8 -21 -20 -18
right_child=1 -3 9 4 7 -7 8 -9 10 -11 12 15 18 16 -16 -17 22 -19 21 20 -22 -23 -24
leaf_value=0.00029982276558204236 0.0011677526365372224 0.00028344340358040811 0.00024577272721634552 0.0010454942825833184 0.00047904379407079535 0.00065219396206816973 0.0009874230425166526 0.00082404988286638382 0.00099258415867070886 0.00020157506537125429 0.00060034081306200335 0.00038230999187423357 0.00092128738483656454 0.00090848313263708542 0.0011283215778448775 0.00058130973906784394 0.00079518666053564032 0.00096597394867780143 0.00071974067495709278 0.00084872524534688554 0.00093771246533285249 0.00081531042047416837 0.00067195155860343971
leaf_weight=102 58 60 55 98 53 54 98 58 60 68 57 84 77 97 69 78 55 94 112 307 307 211 54
leaf_count=102 58 60 55 98 53 54 98 58 60 68 57 84 77 97 69 78 55 94 112 307 307 211 54
internal_value=0 0.000865144 0.000532932 0.000661874 0.000840733 0.000422023 0.000886199 0.000659635 0.000870309 0.000367672 0.000807536 0.000419558 0.000783163 0.000903154 0.000925946 0.000478342 0.000816573 0.0010432 0.000809128 0.000906284 0.000893276 0.000782281 0.000734458
internal_weight=0 1716 650 365 209 156 1656 111 1504 285 517 217 457 987 781 162 206 152 400 712 614 323 109
internal_count=2366 1716 650 365 209 156 1656 111 1504 285 517 217 457 987 781 162 206 152 400 712 614 323 109
is_linear=0
shrinkage=0.0032998


Tree=7266
num_leaves=21
num_cat=0
split_feature=1 52 1 1 14 457 123 0 0 13 160 1 43 1455 15 16 15 16 1212 16
split_gain=10.7449 2.45419 1.43692 1.05492 0.706573 0.6834 0.624368 0.629333 0.449396 0.360242 0.278712 0.330602 0.151852 0.119307 0.114664 0.14818 0.139704 0.112503 0.127853 0.0794512
threshold=0.104035 -0.24526499999999998 0.12419000000000001 0.088595000000000021 0.062655000000000016 0.048350000000000011 0.080635000000000012 -0.12608499999999997 0.09395000000000002 -0.081029999999999977 -0.063919999999999991 0.13662500000000002 -0.14839499999999997 0.093155000000000002 -0.021179999999999997 0.0073350000000000004 0.091475000000000015 -0.09391999999999999 0.091580000000000009 -0.10803999999999998
decision_type=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 4 8 9 7 -3 12 -5 -4 -12 -1 17 -11 16 -16 19 -19 -14
right_child=1 2 10 5 -6 -7 -8 -9 -10 14 11 -13 13 -15 15 -17 -18 18 -20 -21
leaf_value=0.0012623799390032039 0.001168839433968246 0.00052810110952240254 0.00048021879480268328 0.00082012806768060672 0.0014841192768133944 0.00061649336712896457 0.00036098141070633924 0.00091958142532147958 0.00084537231233307579 0.00095646985597611697 0.0003737126124328727 6.8021289323141892e-05 0.0011000528355181323 0.00096546456987192544 0.0013132269700666531 0.00098308080654208713 0.0010753487220294207 0.0011606996274701748 0.0010300981950237941 0.00094839487029230965
leaf_weight=99 63 82 53 89 62 59 63 100 62 77 69 88 159 52 53 64 61 860 96 55
leaf_count=99 63 82 53 89 62 59 63 100 62 77 69 88 159 52 53 64 61 860 96 55
internal_value=0 0.000558062 0.000473415 0.00109597 0.00113773 0.000946162 0.000645203 0.000743394 0.00112217 0.0010026 0.000272829 0.000202594 0.00113514 0.0011248 0.00106615 0.0011134 0.00118625 0.00113185 0.00114762 0.00106124
internal_weight=0 518 455 1848 1445 403 245 182 1383 344 210 157 1321 1222 255 178 114 1170 956 214
internal_count=2366 518 455 1848 1445 403 245 182 1383 344 210 157 1321 1222 255 178 114 1170 956 214
is_linear=0
shrinkage=0.0032998


Tree=7267
num_leaves=25
num_cat=0
split_feature=1 1 1 12 12 14 2 2 151 50 15 42 160 159 15 15 159 2 159 2 42 159 42 42
split_gain=11.7239 1.64111 1.55867 1.3702 1.02437 0.785849 0.544042 0.44596 0.353944 0.318419 0.290149 0.145562 0.131031 0.112379 0.107929 0.0894104 0.0868559 0.25492 0.11424 0.114726 0.0807072 0.0707967 0.0570237 0.0379707
threshold=0.109225 0.092415000000000011 0.12419000000000001 0.023990000000000004 0.088395000000000015 0.062655000000000016 0.14271500000000001 0.090225000000000014 -0.073794999999999986 0.10877000000000002 -0.13800499999999996 0.088345000000000021 -0.12602499999999997 0.08728000000000001 -0.097499999999999989 -0.037184999999999996 -0.010449999999999999 0.099675000000000014 0.0096550000000000021 0.11693000000000002 -0.08266999999999998 0.10136500000000002 0.090375000000000025 0.091010000000000021
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 3 14 8 7 10 9 -3 11 -4 12 -1 -14 -2 -10 17 -9 19 20 -18 -20 -6 -13
right_child=2 4 6 -5 22 -7 -8 16 15 -11 -12 23 13 -15 -16 -17 18 -19 21 -21 -22 -23 -24 -25
leaf_value=0.0013686213531395677 0.00057392869286988215 0.0005390809146535577 0.00029890705355827029 0.0010344027066548111 0.0010159388426980787 0.0015013891270266322 8.2831184156784135e-05 0.0012965635255028705 0.00093728534475030485 0.00092735253802377602 0.00060378785723745121 0.0010537974964694252 0.0012147403330520473 0.001059372293381153 0.00037058374182465489 0.00074078843323660353 0.0011043415517715785 0.00098535208250583148 0.0012293310841892746 0.0011351087212966072 0.00095991481468949043 0.0010545577410691932 0.0011427042498251387 0.0011592114475105504
leaf_weight=58 60 72 84 81 92 65 80 60 54 54 58 91 560 60 57 53 55 58 52 72 262 60 82 86
leaf_count=58 60 72 84 81 92 65 80 60 54 54 58 91 560 60 57 53 55 58 52 72 262 60 82 86
internal_value=0 0.0010992 0.000491134 0.000704122 0.000895179 0.00114439 0.000301013 0.00112918 0.000719327 0.00117606 0.000423684 0.00119173 0.00121426 0.00119976 0.000475164 0.000840284 0.00106029 0.00114389 0.00104053 0.00101294 0.000985084 0.00113602 0.00107588 0.00110521
internal_weight=0 1946 420 198 353 1593 222 1528 179 909 142 855 678 620 117 107 619 118 501 389 317 112 174 177
internal_count=2366 1946 420 198 353 1593 222 1528 179 909 142 855 678 620 117 107 619 118 501 389 317 112 174 177
is_linear=0
shrinkage=0.0032998


Tree=7268
num_leaves=23
num_cat=0
split_feature=4 12 2 2 3 2 4 2 16 12 48 4 4 2 3 4 16 1210 43 43 3 2
split_gain=8.32685 3.28256 1.34469 1.63628 0.943165 0.65207 0.450478 0.543015 0.405018 0.38629 0.367302 0.356304 0.258283 0.24121 0.179718 0.150311 0.245009 0.117947 0.166992 0.106821 0.105321 0.0418665
threshold=0.30163500000000004 0.054520000000000006 0.11067500000000001 -0.0091949999999999983 -0.14162499999999997 0.12454500000000002 -0.053824999999999991 0.093565000000000023 -0.54057999999999995 0.090175000000000019 0.091220000000000009 0.50230500000000011 0.043850000000000007 0.10188000000000001 -0.0098449999999999979 -0.049324999999999994 -0.074474999999999986 -0.07983999999999998 0.0035900000000000007 -0.081204999999999986 -0.086049999999999988 0.086285000000000014
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 2 3 -1 13 9 -5 -8 -2 17 -4 -10 15 -3 -13 16 -11 -6 20 -17 -19 -14
right_child=8 4 10 6 5 -7 7 -9 11 12 -12 14 21 -15 -16 19 -18 18 -20 -21 -22 -23
leaf_value=0.00045155812434267072 0.00069542835395870533 0.0015112649870246361 0.00030882406177748371 0.0012313935422978292 0.0013138792711921705 0.00073899876127652905 0.0010979741401403683 0.00071690086588373822 0.00016533585800386486 0.0011420218387624386 0.00067381902200774381 0.00059350375683945797 0.00084471128753006079 0.0012189131703407251 0.00035824719994141473 0.0012743560556792873 0.00096266196376180069 0.0012319957431123154 0.0010229422253679851 0.0011098019833004757 0.0011409172930428038 0.00097604210437997416
leaf_weight=65 53 80 54 88 59 52 98 71 64 158 69 64 52 53 82 65 185 238 94 157 393 72
leaf_count=65 53 80 54 88 59 52 98 71 64 158 69 64 52 53 82 65 185 238 94 157 393 72
internal_value=0 0.00105993 0.000808003 0.000920252 0.00112752 0.00110417 0.00103866 0.000938087 0.000436903 0.00111703 0.000513864 0.000371488 0.00105948 0.00139503 0.000461615 0.00108975 0.00104539 0.00116757 0.00115562 0.00115814 0.00117533 0.000921252
internal_weight=0 2103 445 322 1658 1525 257 169 263 1473 123 210 689 133 146 565 343 784 725 222 631 124
internal_count=2366 2103 445 322 1658 1525 257 169 263 1473 123 210 689 133 146 565 343 784 725 222 631 124
is_linear=0
shrinkage=0.0032998


Tree=7269
num_leaves=14
num_cat=0
split_feature=1 0 1211 1212 12 48 43 1420 2 157 151 151 2
split_gain=0.462643 0.185504 0.148871 0.143691 0.132673 0.165057 0.11848 0.103995 0.102479 0.0988304 0.113101 0.137092 0.0780467
threshold=0.11869500000000001 -0.074754999999999988 0.078255000000000005 0.092815000000000022 -0.085719999999999977 0.085890000000000008 -0.50149499999999991 -0.080064999999999983 0.13459500000000005 -0.15034999999999996 -0.149085 -0.086824999999999986 0.11941000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 -4 5 -1 -6 -8 -2 -9 -11 -12 -3
right_child=1 12 3 -5 6 -7 7 9 -10 10 11 -13 -14
leaf_value=-0.0035523893900264573 0 0.008097565470370164 -0.0038192396918330547 0.0074811311333121792 0.01649627367249195 0.009311118759598393 0.01535666852440256 0.0012701784858380747 -0.010216032905374997 0.015521403256021814 0.0011357714965371675 0.008392974796908436 0.00048914075776732848
leaf_weight=59 58 74 59 69 52 54 58 59 53 60 78 1553 80
leaf_count=59 58 74 59 69 52 54 58 59 53 60 78 1553 80
internal_value=0 0.000370329 0.00783944 0.00225833 0.0082006 0.00257887 0.00854117 0.00831138 -0.00486679 0.00807685 0.00831328 0.00804701 0.0041568
internal_weight=0 265 2101 128 1973 113 1860 1808 111 1750 1691 1631 154
internal_count=2366 265 2101 128 1973 113 1860 1808 111 1750 1691 1631 154
is_linear=0
shrinkage=0.16829


Tree=7270
num_leaves=28
num_cat=0
split_feature=3 0 13 2 159 159 2 15 49 2 3 52 4 133 2 2 133 49 0 4 13 13 0 133 133 52 2
split_gain=0.483231 0.187445 0.181509 0.137717 0.117007 0.266019 0.123823 0.110848 0.149148 0.148901 0.158571 0.107201 0.12655 0.101537 0.100535 0.106333 0.0978569 0.0919638 0.0832894 0.0809034 0.0952867 0.181461 0.13636 0.0642277 0.0483927 0.0238138 0.0530541
threshold=0.11745500000000002 -0.076539999999999983 -0.11122999999999998 -0.007134999999999999 0.082200000000000009 0.089030000000000012 0.088500000000000009 -0.09547499999999999 -0.011779999999999997 0.10444500000000002 -0.087414999999999979 0.092965000000000006 -0.011154999999999998 0.084335000000000007 0.11225500000000001 0.092735000000000026 0.40330500000000008 -0.069799999999999987 -0.11912999999999999 0.0015850000000000003 -0.086304999999999979 -0.083739999999999995 -0.089594999999999994 0.024130000000000002 0.085980000000000015 -0.54159499999999994 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 18 -3 6 -6 17 -5 -9 10 -10 12 23 -7 15 -14 -12 -1 -2 20 22 -22 -19 -8 -13 -11 -27
right_child=2 3 -4 7 5 13 11 8 9 25 16 24 14 -15 -16 -17 -18 19 -20 -21 21 -23 -24 -25 -26 26 -28
leaf_value=0.014443376489366127 -0.0038555487203828327 -0.0018119904462128881 -0.010912261633345579 -0.0014078350724625215 0.021241584178446907 0.011055947290812879 -0.0053888863991769648 0.014252298949719725 -0.0041515229580880737 0.0055915653834728105 0.0022722194648505758 0.012073596566744014 0.0078897801160540265 0.0017224490536842379 0.011339454287834899 -0.0010674260645575989 0.0096924967469834127 0.011503319617308329 0.0052483089620407328 0.0030637209035582228 0.01705676052135089 0.0081536897281896635 0.001583567119727694 0.002703503818331821 0.0056240969127528493 0.013886130746837758 0.0071647220868776259
leaf_weight=63 54 92 54 65 56 87 58 55 74 60 148 65 71 54 60 79 77 60 60 94 78 400 115 53 70 54 92
leaf_count=63 54 92 54 65 56 87 58 55 74 60 148 65 71 54 60 79 77 60 60 94 78 400 115 53 70 54 92
internal_value=0 0.00648747 -0.0028724 0.00425266 0.00758149 0.0114112 0.00698414 0.00514825 0.00591243 0.00500057 0.0025933 0.0047566 0.0030746 0.00749416 0.00550579 0.00316034 0.00481959 0.00823595 0.000920196 0.00771003 0.00837611 0.00961025 0.00499489 -0.00150877 0.00874272 0.00848589 0.00966303
internal_weight=0 2180 168 717 1463 197 1266 625 560 505 299 456 321 141 210 150 225 810 114 747 653 478 175 111 135 206 146
internal_count=2348 2180 168 717 1463 197 1266 625 560 505 299 456 321 141 210 150 225 810 114 747 653 478 175 111 135 206 146
is_linear=0
shrinkage=0.16829


Tree=7271
num_leaves=18
num_cat=0
split_feature=1 131 1 4 1 52 4 1456 39 43 4 1429 159 131 4 4 1
split_gain=0.303156 0.12657 0.18039 0.187561 0.127309 0.126942 0.124403 0.109854 0.0986887 0.0883878 0.085163 0.0809921 0.0803921 0.0532468 0.050962 0.0398042 0.0379988
threshold=0.10044000000000002 0.088315000000000018 0.13891000000000003 -0.0090299999999999981 0.10662500000000001 -0.00041499999999999995 0.056815000000000011 -0.094079999999999983 0.088550000000000004 -0.46848499999999998 -0.21586499999999997 0.086650000000000019 -0.093824999999999978 0.10954500000000002 -0.093344999999999997 -0.017574999999999997 0.11570500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -3 -5 -1 16 -9 -11 12 15 14 -14 -12 -8
right_child=1 5 -4 6 -6 -7 8 9 -10 10 11 -13 13 -15 -16 -17 -18
leaf_value=0.012238486745205121 0.00081726105213216014 0.0010784849141608579 -0.0073060806823054764 -0.0079152088437864018 0.010956099340044054 0.011928909561017813 0.0056060689052178665 -0.0004331290192392721 -0.005241252129079204 0.010643766827887749 -0.001937331019628551 -0.00089920725103493358 0.00075422154758824397 0.010191114594735051 0.0061253257976913791 0.0045142701943933555 0.00016687130610670378
leaf_weight=76 62 63 74 57 82 60 83 64 53 102 52 52 53 89 1204 56 66
leaf_count=76 62 63 74 57 82 60 83 64 53 102 52 52 53 89 1204 56 66
internal_value=0 0.00157176 0.000326592 0.00173258 0.00660324 0.00638598 -0.000968492 0.00596043 0.000982826 0.00567399 0.00591818 0.00559693 0.00583049 0.00618534 0.00590029 0.00139131 0.00320882
internal_weight=0 600 477 403 144 123 259 1748 202 1672 1608 1506 1454 1346 1257 108 149
internal_count=2348 600 477 403 144 123 259 1748 202 1672 1608 1506 1454 1346 1257 108 149
is_linear=0
shrinkage=0.16829


Tree=7272
num_leaves=25
num_cat=0
split_feature=4 12 3 3 12 15 4 3 15 52 0 3 15 1456 131 13 15 52 13 13 49 52 16 0
split_gain=11.5422 3.94518 1.6858 1.63508 1.09045 0.937858 0.462548 0.454138 0.407997 0.593216 0.384911 0.317611 0.265354 0.19294 0.193751 0.181282 0.30997 0.180629 0.124035 0.120012 0.102535 0.102285 0.0474529 0.0262898
threshold=0.30163500000000004 0.077755000000000005 0.13772500000000001 0.25468500000000005 0.091255000000000017 0.0056700000000000006 0.053255000000000004 -0.14818499999999998 -0.097984999999999989 -0.087769999999999987 -0.07304999999999999 -0.10583499999999998 -0.42759999999999992 -0.081419999999999979 0.094540000000000013 0.071660000000000015 1.0000000180025095e-35 -0.077269999999999991 -0.095574999999999979 0.053240000000000003 0.09278500000000002 0.10233500000000001 -0.046599999999999996 -0.066849999999999979
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 3 12 5 7 8 10 -3 -1 -10 11 -6 -2 -9 18 16 -12 -11 -15 21 -20 -13 -8 -18
right_child=2 4 -4 -5 6 -7 22 13 9 17 15 19 -14 14 -16 -17 23 -19 20 -21 -22 -23 -24 -25
leaf_value=0.00102539627878282 0.00061294156022192537 0.0015196118184155332 -0.00016946900633745175 0.0002920395276959855 0.0014387206709387682 0.0012931229514341685 0.0009662340474702383 0.0013938931296669922 0.00097332039348642754 0.00047207462392209526 0.00084118984740180563 0.0012456210517179909 0.00036794807165232063 0.0010465703289799771 0.0013823759153744853 0.001175105429965668 0.0010417759348704772 0.00071717215656352297 0.0012258555773185151 0.0010068330870748913 0.0010674112162948749 0.0010947395290619338 0.00083446223369209975 0.0011584574590031936
leaf_weight=88 100 66 53 55 52 57 74 77 89 52 96 138 95 56 73 72 52 94 604 52 52 85 61 55
leaf_count=88 100 66 53 55 52 57 74 77 89 52 96 138 95 56 73 72 52 94 604 52 52 85 61 55
internal_value=0 0.00110484 0.000351885 0.000824756 0.001178 0.000901767 0.00108289 0.0012535 0.000832595 0.000760247 0.00112228 0.00119946 0.000493766 0.00123308 0.00121726 0.00103038 0.000978878 0.000630118 0.00120028 0.00115409 0.00121335 0.00118827 0.000906954 0.00110208
internal_weight=0 2100 248 435 1665 380 737 928 323 235 602 327 195 862 785 275 203 146 712 275 656 223 135 107
internal_count=2348 2100 248 435 1665 380 737 928 323 235 602 327 195 862 785 275 203 146 712 275 656 223 135 107
is_linear=0
shrinkage=0.0032998


Tree=7273
num_leaves=29
num_cat=0
split_feature=1 3 3 1 4 124 0 4 159 0 12 12 1 12 4 3 0 13 1212 4 52 151 4 3 4 13 52 43
split_gain=15.2433 3.28347 1.1682 0.965474 0.891509 0.555171 0.335315 0.375583 0.31602 0.315871 0.457966 0.177275 0.153848 0.147275 0.302271 0.131609 0.253264 0.190704 0.086369 0.125604 0.125094 0.100987 0.0921858 0.0849772 0.0815958 0.0846903 0.0594004 0.0459705
threshold=0.10574000000000001 -0.058704999999999993 -0.073629999999999987 0.14741000000000001 0.30163500000000004 -0.080389999999999989 -0.064539999999999986 -0.17689999999999997 0.0055900000000000004 -0.15385999999999997 -0.089089999999999989 -1.0000000180025095e-35 0.11570500000000002 0.090175000000000019 0.053010000000000009 0.091170000000000015 -0.084184999999999996 -0.059914999999999989 0.087440000000000004 -0.011154999999999998 0.022635000000000006 -0.076249999999999984 -0.021234999999999997 -0.096404999999999991 -0.085774999999999976 -0.00051499999999999994 0.095040000000000027 -0.0094899999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 9 12 -4 13 -8 15 -3 -11 -12 -2 18 24 16 -7 -18 19 22 21 -21 23 -1 -15 26 -26 -20
right_child=1 3 5 -5 -6 8 7 -9 -10 10 11 -13 -14 14 -16 -17 17 -19 27 20 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.0012011421662774674 0.0010336978835381427 0.0004657072455012814 0.0006089894747483552 -0.00024212254431578892 0.00042023237763397171 0.0010408737846375087 0.0010651262283265081 0.00071204124311866144 0.0011130810666655883 0.00041363057453668782 -2.4931897750770854e-05 0.00020248323537193282 0.0007848294070628974 0.0011793665133084301 0.00079031183434567396 0.00075871634491487367 0.00095282807963445373 0.00071529588048295783 0.0012702695082834 0.0010773972697139774 0.0010423239256154807 0.0012523723226099332 0.00095313333906091216 0.0010551243262513948 0.0011102277962494627 0.00093857861612838889 0.00098851306565354174 0.0011236369810069279
leaf_weight=56 52 56 75 53 68 103 72 62 76 67 77 72 61 57 53 83 71 81 52 56 88 125 85 291 151 76 72 57
leaf_count=56 52 56 75 53 68 103 72 62 76 67 77 72 61 57 53 83 71 81 52 56 88 125 85 291 151 76 72 57
internal_value=0 0.000363494 0.00101024 0.000164983 0.000719741 0.000871611 0.00106032 0.000902021 0.000919102 0.000244438 0.000186909 8.47236e-05 0.000899665 0.0010777 0.00102543 0.000875381 0.000913217 0.00082648 0.00110404 0.00109002 0.00114749 0.00119843 0.00105415 0.00107879 0.00106033 0.00103752 0.00107109 0.00119391
internal_weight=0 506 1842 325 181 489 1353 134 414 272 216 149 113 1219 409 338 255 152 810 701 269 181 432 347 356 299 223 109
internal_count=2348 506 1842 325 181 489 1353 134 414 272 216 149 113 1219 409 338 255 152 810 701 269 181 432 347 356 299 223 109
is_linear=0
shrinkage=0.0032998


Tree=7274
num_leaves=19
num_cat=0
split_feature=3 3 2 12 2 2 2 0 12 0 52 13 0 42 0 0 3 3
split_gain=6.15141 2.33882 1.10602 1.04069 0.825654 0.605102 0.467649 0.334559 0.301676 0.243444 0.230686 0.132188 0.147742 0.143286 0.196494 0.114126 0.095684 0.0677641
threshold=-0.052614999999999995 0.30112000000000005 0.13290500000000002 0.054520000000000006 -1.0000000180025095e-35 0.106285 0.11366500000000002 -0.14712999999999996 0.10823500000000001 -0.063914999999999986 -0.087769999999999987 -0.11122999999999998 -0.10120999999999998 0.083985000000000018 -0.066849999999999979 -0.075424999999999978 0.091170000000000015 -0.090854999999999977
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 -1 -2 10 8 -7 11 -8 -6 -5 -13 17 -15 -10 -12 -14
right_child=1 -3 -4 6 5 7 9 -9 15 -11 16 12 13 14 -16 -17 -18 -19
leaf_value=0.0005749415780539099 0.00053230500915028877 0.0001833391775776334 0.00038966112142452839 0.0012394323716209464 0.001109783173225635 0.00051695100666856672 0.0006884984059103797 0.00087689728667122134 0.001007921841621978 0.00097924745550445873 0.00096146372004495798 0.00093492701315570418 0.0011683341942794986 0.0010659796361569421 0.0008536956074298238 0.00078590684567487828 0.0007881274886556664 0.0010906451133320218
leaf_weight=52 96 97 83 57 87 63 54 52 52 79 95 83 229 671 53 54 60 331
leaf_count=52 96 97 83 57 87 63 54 52 52 79 95 83 229 671 53 54 60 331
internal_value=0 0.000655321 0.00074067 0.00103613 0.000804905 0.00087811 0.00105053 0.000680016 0.00106694 0.000861464 0.0009721 0.0010797 0.00107301 0.00108191 0.00105049 0.000895152 0.000894593 0.00112248
internal_weight=0 633 536 1715 453 357 1663 115 1530 133 242 1424 1367 1284 724 106 155 560
internal_count=2348 633 536 1715 453 357 1663 115 1530 133 242 1424 1367 1284 724 106 155 560
is_linear=0
shrinkage=0.0032998


Tree=7275
num_leaves=19
num_cat=0
split_feature=2 13 10 2 96 16 13 1420 1447 475 43 13 133 49 16 15 160 15
split_gain=0.344431 0.154696 0.154229 0.138186 0.177683 0.105774 0.166933 0.105374 0.103942 0.123686 0.124339 0.121051 0.10246 0.0841766 0.0758983 0.055991 0.0542107 0.120678
threshold=0.11866500000000001 -0.10099999999999999 0.058500000000000003 0.080060000000000006 1.0000000180025095e-35 0.052555000000000011 -1.0000000180025095e-35 -0.049004999999999993 -0.084094999999999989 -0.088274999999999978 -0.10961499999999998 -0.085604999999999987 0.087765000000000024 -0.066894999999999982 0.057675000000000011 -0.13924999999999996 -0.064629999999999979 -0.035449999999999988
decision_type=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 6 16 -5 11 -10 12 -9 -11 -12 15 -3 -1 -18
right_child=1 14 -4 7 -6 -7 -8 8 9 10 13 -13 -14 -15 -16 -17 17 -19
leaf_value=0.013969499364444176 -0.0055981401161921233 0.0019191410502929027 -0.0020499086940307157 0.012898028028922438 0.00041833343942230568 0.0054743183346435877 0.019081389022393758 0.0065439679249000935 -0.0014388167443904038 0.014804728445106814 0.0020797235465210939 -0.0047752311682402607 0.0056980538709054292 0.0067339578835036423 -0.00084708782039468388 0.0090746490650205711 0.0021458936754238829 0.011297424251153668
leaf_weight=77 79 59 52 68 53 87 76 55 53 94 125 52 57 998 81 67 58 142
leaf_count=77 79 59 52 68 53 87 76 55 53 94 125 52 57 998 81 67 58 142
internal_value=0 0.000729255 0.0069712 0.00720724 0.00965914 0.0107681 0.0120678 0.00640126 0.00609193 0.00649904 0.00683067 0.00102626 0.011379 0.0062175 0.00315274 0.00573831 0.010137 0.00865246
internal_weight=0 286 2047 1995 493 440 353 1502 1434 1327 1274 107 151 1123 207 126 277 200
internal_count=2333 286 2047 1995 493 440 353 1502 1434 1327 1274 107 151 1123 207 126 277 200
is_linear=0
shrinkage=0.16829


Tree=7276
num_leaves=18
num_cat=0
split_feature=1 3 150 1 2 40 14 15 124 16 0 0 2 16 0 1446 2
split_gain=10.948 1.41987 1.04221 1.04433 0.888843 0.842636 0.539651 0.419452 0.370712 0.359555 0.23312 0.16786 0.151579 0.0976783 0.13074 0.0684125 0.108215
threshold=0.10752500000000002 0.31343500000000007 0.081245000000000026 0.081315000000000012 0.11891500000000001 -0.066419999999999993 0.076175000000000007 -0.082179999999999989 -1.0000000180025095e-35 -0.075434999999999988 0.12500000000000003 -0.068669999999999995 0.085525000000000004 -0.17699999999999996 -0.080309999999999979 0.083715000000000026 0.084775000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 -4 5 -2 8 -7 -1 -5 12 -6 15 -14 -15 16 -10
right_child=1 -3 3 9 11 7 -8 -9 10 -11 -12 -13 13 14 -16 -17 -18
leaf_value=0.00077791131859494865 0.00035910066177353414 7.2640032046303852e-05 0.0010819414082837396 0.00042029226357419297 0.0004500536243414587 0.00059754054679150696 0.0013832978182749432 0.00096641784048224133 0.0010781527393905462 0.00078568940248862045 0.00085147414250967698 0.00021951689863625024 0.00092253502982220551 0.0010947303567498325 0.001012211243203483 0.0012138307716293248 0.0012141199966893518
leaf_weight=52 60 85 93 56 78 55 57 89 421 63 56 63 70 456 425 73 81
leaf_count=52 60 85 93 56 78 55 57 89 421 63 56 63 70 456 425 73 81
internal_value=0 0.000455131 0.00103828 0.000819461 0.000549266 0.000688688 0.00106569 0.000825772 0.00105459 0.000614034 0.00106366 0.000347298 0.00107143 0.00104525 0.00105496 0.00111465 0.00110016
internal_weight=0 430 1903 212 345 204 1691 144 1634 119 1582 141 1526 951 881 575 502
internal_count=2333 430 1903 212 345 204 1691 144 1634 119 1582 141 1526 951 881 575 502
is_linear=0
shrinkage=0.0032998


Tree=7277
num_leaves=24
num_cat=0
split_feature=1 3 2 52 1 43 43 16 3 1 42 1 16 131 15 43 42 42 42 13 15 133 52
split_gain=0.41316 0.12883 0.110391 0.121544 0.130503 0.400532 0.128474 0.119094 0.11154 0.106436 0.0989225 0.147103 0.0800935 0.138238 0.0906356 0.135283 0.0745661 0.0823694 0.0667697 0.128721 0.0566377 0.0334914 0.0248424
threshold=0.10752500000000002 0.13772500000000001 0.080060000000000006 0.50590000000000013 0.077565000000000009 -0.0096349999999999977 -0.10761 -0.034884999999999992 -0.093224999999999988 0.14039500000000002 0.10458000000000002 0.11181500000000001 -0.0087049999999999992 0.087705000000000019 0.089150000000000021 -0.011584999999999998 -0.088334999999999983 0.088520000000000015 0.09087000000000002 1.0000000180025095e-35 -0.089964999999999976 0.0024650000000000006 -0.54604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 12 4 6 -6 21 -7 -8 -3 11 -2 14 -14 20 -16 -10 -18 19 -13 -1 -4 -9
right_child=1 9 3 -5 5 7 8 22 16 -11 -12 18 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0093839402101801497 -0.0029710796378258093 0.00092898918069505936 0.014620971027684903 0.012793484714750804 -0.0091710514447338794 0.00085201050875153108 0.00012057418944375599 0.0064935745283765493 0.01103613946717907 -0.0092103617635862691 -0.0035451818340515736 0.013373061091357477 0.019306412129846608 0.0071296049087154747 0.017165616606102562 0.0057082084272076505 0.004848953213393248 0.0083764878931673562 0.0022737680692112949 0.0025200439124071846 0.0026844348243600488 0.0092729151181021041 0.011215953158879927
leaf_weight=58 60 65 57 77 63 78 84 59 95 53 55 74 55 52 59 59 563 285 69 54 96 88 75
leaf_count=58 60 65 57 77 63 78 84 59 95 53 55 74 55 52 59 59 563 285 69 54 96 88 75
internal_value=0 0.00111992 0.006901 0.00625833 0.00590933 0.00259925 0.00668448 0.00610551 0.00601871 -0.0036099 0.00291452 0.00430393 0.00948049 0.0134055 0.00792985 0.0114521 0.00654219 0.00603662 0.00652879 0.00880848 0.00521929 0.0113876 0.0091501
internal_weight=0 430 1903 1524 1447 275 1172 212 1027 118 312 257 379 107 272 118 943 848 197 128 154 145 134
internal_count=2333 430 1903 1524 1447 275 1172 212 1027 118 312 257 379 107 272 118 943 848 197 128 154 145 134
is_linear=0
shrinkage=0.16829


Tree=7278
num_leaves=21
num_cat=0
split_feature=1 123 4 16 1 2 13 49 4 0 2 0 15 4 15 43 0 156 43 15
split_gain=25.5707 2.41141 2.39723 1.71849 0.935349 0.771718 0.683238 0.590615 0.46072 0.714058 0.288702 0.281172 0.228767 0.203202 0.19218 0.174544 0.172565 0.133533 0.125543 0.0868226
threshold=0.10752500000000002 1.0000000180025095e-35 0.27287000000000006 0.27776000000000006 0.13075500000000004 0.090000000000000011 -1.0000000180025095e-35 -0.042269999999999995 -0.49269499999999994 -0.026509999999999995 0.114805 -0.070184999999999984 -0.43457999999999991 0.053255000000000004 -0.14068999999999995 -0.16205499999999998 -0.10023499999999998 0.087205000000000019 -1.0000000180025095e-35 -0.084629999999999997
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 5 3 6 -4 11 10 -7 -9 13 -2 14 -6 19 -1 -16 -17 -18 -15 -10
right_child=2 -3 4 -5 12 7 -8 8 9 -11 -12 -13 -14 18 15 16 17 -19 -20 -21
leaf_value=0.0017876253654476632 0.00069413055002431564 0.0009526105221205393 0.00059397361461187845 0.0013423006984478903 0.00029892332963142002 0.0012053422984559144 0.00099220926243251992 0.0017216280090142802 0.0016392577020054992 0.0010986295439807101 0.00035746838766342773 0.0013845448590094752 -8.5005218126864576e-06 0.0014721082848117967 0.0017804671505121271 0.0014521649196124846 0.0016181092818663555 0.0014660182463156 0.0012634028797758434 0.0015094430091015336
leaf_weight=66 61 80 99 59 53 90 54 85 78 55 52 66 52 80 57 98 700 75 58 315
leaf_count=66 61 80 99 59 53 90 54 85 78 55 52 66 52 80 57 98 700 75 58 315
internal_value=0 0.00151449 0.000623373 0.000857571 0.000363747 0.00153913 0.000686108 0.00145839 0.00149228 0.00145896 0.000539518 0.00159695 0.00014634 0.00149621 0.00161099 0.00159842 0.0015865 0.00160344 0.00138465 0.0015353
internal_weight=0 1903 430 226 204 1823 167 761 671 586 113 1062 105 531 996 930 873 775 138 393
internal_count=2333 1903 430 226 204 1823 167 761 671 586 113 1062 105 531 996 930 873 775 138 393
is_linear=0
shrinkage=0.0032998


Tree=7279
num_leaves=20
num_cat=0
split_feature=1 14 13 15 13 151 0 11 0 13 13 15 15 403 0 0 15 12 1
split_gain=0.374919 0.13221 0.140141 0.17921 0.14538 0.122433 0.133904 0.198988 0.12029 0.118968 0.103771 0.106604 0.188669 0.167788 0.0938377 0.113652 0.0844354 0.0527802 0.0481988
threshold=0.11481500000000001 -0.24494999999999997 -0.072559999999999986 -0.083029999999999979 1.0000000180025095e-35 0.10280000000000002 0.040035000000000008 0.078065000000000009 0.11026000000000001 -0.084154999999999994 -0.08533499999999998 0.085095000000000018 -1.0000000180025095e-35 -0.0068949999999999992 -0.049464999999999988 -0.067659999999999984 -0.090219999999999981 0.099340000000000012 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 6 7 9 -8 10 11 12 -1 -13 15 16 -11 -17 -10
right_child=1 2 4 -5 -6 -7 8 -9 18 14 -12 13 -14 -15 -16 17 -18 -19 -20
leaf_value=0.0059243643564066304 -0.0069590507570164292 0.0032961979890814208 0.011610367301283519 -0.0094501267688739139 9.2212312636941974e-05 -0.0012324515014576782 -0.0040655486120369502 0.016308741942976428 0.0091611366041238432 0.0050991757047705467 -0.0018776900443571644 0.016690858922329573 -0.0049325462990558507 0.0042861937436629773 0.013903098310700022 -0.001490316455814309 0.0088160999695161314 0.0060359902582506116 0.0021237882427855032
leaf_weight=254 56 78 65 52 60 53 55 68 54 221 58 56 55 70 70 53 845 52 58
leaf_count=254 56 78 65 52 60 53 55 68 54 221 58 56 55 70 70 53 845 52 58
internal_value=0 0.000437931 0.00206941 -0.00178851 0.00609603 0.00672061 0.0069356 0.00735856 0.00236093 0.00700653 0.00478563 0.0056782 0.00398609 0.00981364 0.00788736 0.00752622 0.0080472 0.00221989 0.00553284
internal_weight=0 311 255 130 125 2022 1969 1802 167 1734 493 435 309 126 1241 1171 1066 105 112
internal_count=2333 311 255 130 125 2022 1969 1802 167 1734 493 435 309 126 1241 1171 1066 105 112
is_linear=0
shrinkage=0.16829


Tree=7280
num_leaves=17
num_cat=0
split_feature=40 13 40 16 11 0 16 52 10 0 13 13 159 52 16 0
split_gain=3.0082 1.77382 1.52724 0.551087 0.690054 1.06672 0.495632 0.401587 0.327228 0.225457 0.222048 0.138854 0.119767 0.117433 0.0955421 0.0149795
threshold=-0.026419999999999996 -0.16392499999999996 1.0000000180025095e-35 -0.26987499999999992 1.0000000180025095e-35 -0.029554999999999994 0.15737500000000001 0.038145000000000005 -1.0000000180025095e-35 -0.095104999999999981 -0.062109999999999992 0.094590000000000021 0.08728000000000001 0.061255000000000011 -0.084699999999999984 -0.12608499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 14 3 7 5 9 -7 15 -1 13 -10 -6 -11 -5 -2 -3
right_child=1 2 -4 4 11 6 -8 -9 10 12 -12 -13 -14 -15 -16 -17
leaf_value=0.00029718883935190383 0.00040335797392967933 0.00057008116294035777 0.00034750961682362009 0.0007898909045273879 0.0012758801880598204 0.00038489485638882882 0.00082573218021895578 0.00093405687329870392 0.0004607781679733773 0.00096944533164994718 0.0006895861257328168 0.0010453647742828748 0.00085742777614863127 0.00097520808543381755 0.00059523198930953847 0.00065836186912844911
leaf_weight=64 65 52 52 147 71 55 57 74 97 1228 91 52 120 53 53 54
leaf_count=64 65 52 52 147 71 55 57 74 97 1228 91 52 120 53 53 54
internal_value=0 0.000883714 0.000906763 0.000921559 0.000939203 0.000921435 0.000609564 0.000746591 0.000502136 0.000943977 0.000571718 0.00117871 0.0009595 0.000839176 0.000489837 0.000615387
internal_weight=0 2133 2015 1963 1783 1660 112 180 252 1548 188 123 1348 200 118 106
internal_count=2385 2133 2015 1963 1783 1660 112 180 252 1548 188 123 1348 200 118 106
is_linear=0
shrinkage=0.0032998


Tree=7281
num_leaves=14
num_cat=0
split_feature=4 52 39 11 1186 13 1456 1455 14 49 42 51 157
split_gain=0.259187 0.168558 0.142055 0.129606 0.129768 0.134013 0.0996765 0.076738 0.0751876 0.117029 0.0980887 0.0608809 0.0485938
threshold=0.26450500000000005 -0.40011499999999994 0.091820000000000013 0.077290000000000011 0.0044650000000000011 -0.16152999999999998 -0.090954999999999994 0.090900000000000022 -0.45687499999999998 0.047620000000000003 0.077855000000000021 -0.13690499999999997 -0.07928499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 -3 -7 -8 -2 10 -10 -1 -13
right_child=8 2 -4 -5 -6 6 7 -9 9 -11 -12 12 -14
leaf_value=0.014133676615081586 0.0067307953207865418 -0.00099795120327322612 -0.0023643989180177896 0.013584233944716825 -0.0012060396093612371 0.00057525740119294022 0.0063755195890663101 0.012553409163699788 -0.0058559607696123117 0.005970946213746533 0.001855790811188219 0.012099270607129377 0.0061467792903915882
leaf_weight=82 53 74 60 61 74 82 1420 60 103 64 85 65 102
leaf_count=82 53 74 60 61 74 82 1420 60 103 64 85 65 102
internal_value=0 0.0062284 0.00566755 0.00594069 0.00566697 0.00597895 0.00631063 0.00662719 0.000968025 -0.000236857 -0.00235971 0.0103453 0.00847438
internal_weight=0 2080 1831 1771 1710 1636 1562 1480 305 252 188 249 167
internal_count=2385 2080 1831 1771 1710 1636 1562 1480 305 252 188 249 167
is_linear=0
shrinkage=0.16829


Tree=7282
num_leaves=30
num_cat=0
split_feature=1 3 2 2 2 2 2 1 0 12 0 12 16 160 13 0 484 156 475 13 0 12 13 3 1 2 13 3 0
split_gain=12.6355 2.2529 0.984441 0.892509 0.801329 0.69204 0.597156 0.537588 0.459622 0.436258 0.291586 0.276448 0.271627 0.196274 0.150096 0.126467 0.0957467 0.0912439 0.0923537 0.0685545 0.0615145 0.0534528 0.047152 0.0442821 0.0408242 0.0353991 0.0342431 0.108539 0.0368463
threshold=0.10538500000000002 -0.06340999999999998 0.14823500000000003 0.099675000000000014 -1.0000000180025095e-35 0.10774000000000002 0.11444000000000001 0.092860000000000012 -0.12118 0.089255000000000015 -0.026509999999999995 0.088835000000000011 -1.0000000180025095e-35 -0.082179999999999989 -0.0013449999999999996 -0.088884999999999978 -1.0000000180025095e-35 0.088080000000000006 -0.084784999999999985 -0.0027149999999999995 -0.082954999999999987 0.09334000000000002 -0.059914999999999989 -0.083039999999999989 0.096325000000000008 0.087470000000000006 -0.008624999999999999 -0.080634999999999984 -0.07854499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 7 -3 -6 -2 9 -5 12 15 -9 17 -11 -7 -10 -14 18 -1 -20 23 -17 -23 -15 -13 -18 27 -22 -28
right_child=1 2 -4 8 5 14 -8 11 10 13 -12 24 16 20 -16 21 25 -19 19 -21 26 22 -24 -25 -26 -27 28 -29 -30
leaf_value=0.0012789570421438564 0.00097218416667180587 0.00012465817637931018 5.4098362845911267e-06 0.00064888928985671029 0.00085770009062699471 0.00033710801779231637 0.00053428066379633825 0.00074945489826915197 0.00089445990209766763 0.00089238974995621773 0.00081244186390876084 0.0010974808565275601 0.0011858838688581462 0.0012239572424505799 0.00055338662711537461 0.0011731849488660032 0.0014321495181735767 0.001277231535974096 0.0011459235395399224 0.0010499636904709835 0.00092092879361694983 0.0011163509396686839 0.00098775338721046949 0.0010867301119489808 0.00096321101836055738 0.001297336601366473 0.0011695525635793053 0.0011040219603630525 0.0010369443171546291
leaf_weight=52 100 69 75 53 54 92 52 57 55 72 85 60 53 54 58 53 53 63 486 110 71 62 83 67 55 53 53 79 56
leaf_count=52 100 69 75 53 54 92 52 57 55 72 85 60 53 54 58 53 53 63 486 110 71 62 83 67 55 53 53 79 56
internal_value=0 0.000487291 0.000340731 0.00107748 0.000432723 0.000536748 0.000822607 0.00111434 0.000936563 0.00113705 0.000981568 0.000939621 0.00118059 0.00105316 0.000420971 0.00103825 0.00130557 0.00115259 0.00114042 0.00112827 0.00108353 0.00107801 0.00104298 0.00114826 0.00103357 0.00136508 0.00105314 0.00101759 0.00110175
internal_weight=0 500 348 1885 273 204 152 1494 391 1322 338 172 870 452 150 253 159 711 648 596 380 198 145 121 115 106 259 150 109
internal_count=2385 500 348 1885 273 204 152 1494 391 1322 338 172 870 452 150 253 159 711 648 596 380 198 145 121 115 106 259 150 109
is_linear=0
shrinkage=0.0032998


Tree=7283
num_leaves=23
num_cat=0
split_feature=15 12 12 12 48 47 12 11 15 0 1455 1210 475 150 40 0 0 402 0 474 0 12
split_gain=5.28511 2.05872 0.913515 0.451168 0.441108 0.3941 0.393517 0.285468 0.205927 0.150121 0.1443 0.143437 0.203665 0.101565 0.088954 0.0839016 0.076793 0.0932111 0.0674217 0.0610367 0.05593 0.046131
threshold=-0.25061999999999995 0.077755000000000005 0.13332500000000003 -0.040564999999999997 0.094075000000000006 0.077555000000000013 0.089505000000000015 0.075910000000000019 1.0000000180025095e-35 -0.076539999999999983 0.083295000000000022 -0.064344999999999999 -0.082139999999999991 0.085075000000000026 -0.049474999999999998 0.047740000000000012 -0.092114999999999989 0.085345000000000018 -0.12324999999999998 0.085165000000000018 -0.10803999999999998 0.083715000000000026
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 4 6 14 5 8 7 10 9 13 19 -8 -13 -2 -1 -11 20 -18 -6 21 -14 -3
right_child=1 2 -4 -5 18 -7 11 -9 -10 15 -12 12 16 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0002677414587908998 0.0008045184098608596 0.0010755391695415968 0.00050912340616773237 0.00049344322309653472 0.00041781490466754088 0.0009839144790926371 0.00074947708948311939 0.0012275451127580815 0.00089012246367090476 0.00047881277607454188 0.00081498697983848657 0.0010997565551036574 0.0009000091190938356 0.00062159340874465827 7.7046110446513162e-05 0.00065735497299882601 0.00090077096250157373 0.0010452858565126 0.00058751333788582914 0.0010933167274455684 0.0007540471012790871 0.00097691773460427856
leaf_weight=52 88 66 53 83 52 64 65 59 52 57 52 61 58 57 56 63 554 57 55 74 68 539
leaf_count=52 88 66 53 83 52 64 65 59 52 57 52 61 58 57 56 63 554 57 55 74 68 539
internal_value=0 0.000882873 0.000936993 0.000310279 0.000693601 0.000746371 0.000950691 0.0010043 0.000698301 0.000660528 0.000986231 0.000901578 0.000913923 0.000732853 0.000169189 0.000572841 0.000898494 0.00091431 0.000505372 0.000999293 0.000821516 0.000987735
internal_weight=0 2194 1706 191 488 381 1653 790 317 265 731 863 798 145 108 120 737 611 107 679 126 605
internal_count=2385 2194 1706 191 488 381 1653 790 317 265 731 863 798 145 108 120 737 611 107 679 126 605
is_linear=0
shrinkage=0.0032998


Tree=7284
num_leaves=16
num_cat=0
split_feature=3 2 132 11 13 3 457 133 1420 2 13 48 132 16 132
split_gain=0.247056 0.16979 0.12792 0.152116 0.214207 0.129856 0.100035 0.0960945 0.0950288 0.0896317 0.0795918 0.0555723 0.053371 0.0539591 0.0534465
threshold=0.32329500000000005 0.15020000000000003 0.082230000000000011 0.078065000000000009 0.085880000000000012 -0.096749999999999989 -0.082284999999999983 -0.07218999999999999 -0.051294999999999993 0.12330500000000001 -0.086254999999999984 0.084260000000000015 -0.0044849999999999985 -0.086774999999999977 -0.21736499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -4 10 12 -9 -10 -1 -7 14 -14 -8
right_child=-2 -3 5 4 -6 11 7 8 9 -11 -12 -13 13 -15 -16
leaf_value=0.0061934332208833306 -0.004300074808083993 -0.0020616255429179954 -0.0046332597978798037 0.02056304994208483 0.0064034307907939779 0.0025714157133963681 0.0093691376847326018 0.012648223304668339 0.0049378568871387904 0.010449090201701663 0.015017511813340373 0.0093739668514092062 0.0078747117404462733 0.012987030903797084 0.0018645548145905641
leaf_weight=52 65 68 54 54 70 98 53 52 1307 90 68 53 141 104 56
leaf_count=52 65 68 54 54 70 98 53 52 1307 90 68 53 141 104 56
internal_value=0 0.00620352 0.00645389 0.00685575 0.0125842 0.00243231 0.00648544 0.00617008 0.00555935 0.0052942 0.0112087 0.00497096 0.00866484 0.0100522 0.00553005
internal_weight=0 2320 2252 2047 124 205 1923 1803 1449 1397 120 151 354 245 109
internal_count=2385 2320 2252 2047 124 205 1923 1803 1449 1397 120 151 354 245 109
is_linear=0
shrinkage=0.16829


Tree=7285
num_leaves=21
num_cat=0
split_feature=3 15 15 123 151 3 403 15 151 12 1204 15 124 403 159 3 12 12 3 151
split_gain=0.162211 0.418818 0.105319 0.104243 0.146954 0.120377 0.170082 0.174251 0.142115 0.12914 0.100356 0.0824623 0.0790082 0.0717205 0.0683133 0.0755681 0.0679586 0.0600607 0.0542093 0.0491106
threshold=0.10812000000000001 -0.0087849999999999977 -0.40992999999999996 0.085740000000000011 0.084990000000000024 -0.09224499999999998 -0.036149999999999995 0.029300000000000003 -0.087699999999999986 0.095565000000000011 -0.0030749999999999996 -0.047584999999999995 -0.076164999999999983 -0.081934999999999994 0.089755000000000015 -0.046329999999999989 0.088035000000000016 0.086160000000000014 -0.14619999999999997 -0.15028499999999997
decision_type=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 4 5 6 -1 9 19 11 13 -8 -5 -10 15 -12 -16 -9 -11 -7
right_child=1 -3 -4 12 -6 8 7 17 10 18 14 -13 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=-0.004823357012299751 0.010443008330479528 -0.012215216323743047 0.0010651872660101076 -0.0043015414323279572 0.012473651473247898 0.0074590925028499054 0.0026533769144000724 0.01335815542721203 0.0053557934662326542 0.0095785013476355919 0.0044523612732052251 -0.0053855516502528582 0.0043323049114989036 0.013556631435707289 0.011214738536602648 0.00088014005354943329 0.0038097635464647687 0.0052288960250389694 0.0018428784393783413 0.014610343162497581
leaf_weight=84 52 61 99 66 67 58 62 53 64 52 1002 86 55 59 76 203 67 52 52 54
leaf_count=84 52 61 99 66 67 58 62 53 64 52 1002 86 55 59 76 203 67 52 52 54
internal_value=0 -0.000438892 0.00430653 0.00442657 0.00470454 0.00444647 0.00198091 0.00358694 0.00513221 0.00117881 0.00469008 -0.00200575 -0.000362218 0.00930414 0.00426773 0.00385206 0.00775784 0.00934935 0.00572797 0.0109231
internal_weight=0 212 151 2212 2091 2024 441 357 1583 252 1471 148 121 123 1348 1205 143 105 104 112
internal_count=2424 212 151 2212 2091 2024 441 357 1583 252 1471 148 121 123 1348 1205 143 105 104 112
is_linear=0
shrinkage=0.16829


Tree=7286
num_leaves=23
num_cat=0
split_feature=2 0 0 12 16 49 51 43 403 1212 42 50 403 475 1429 42 1 12 2 42 12 16
split_gain=0.19793 0.197841 0.209527 0.158446 0.132402 0.0935571 0.0763007 0.120906 0.153713 0.145783 0.0938627 0.119498 0.0911978 0.0894278 0.147327 0.0733807 0.0687548 0.068741 0.0537881 0.0803407 0.0404102 0.0301582
threshold=0.099675000000000014 0.12411500000000002 -0.14012999999999998 -0.085209999999999994 -0.070454999999999976 -0.12807999999999997 0.081440000000000026 -0.14839499999999997 -0.085464999999999985 0.041590000000000009 -1.0000000180025095e-35 0.077805000000000013 -0.074254999999999988 -0.085684999999999997 0.057970000000000008 -0.088334999999999983 0.10692500000000001 0.090345000000000023 0.11657500000000001 0.089305000000000009 0.088635000000000005 -0.073774999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 7 15 9 17 -8 -12 -10 -14 -15 -7 18 -9 19 20 -5 -18
right_child=1 -3 3 16 -6 6 10 8 12 -11 11 -13 13 14 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.011144160193996699 -9.2192574448893456e-05 -0.0086537469604001851 0.011366256238822949 0.0081829518647085608 -0.010544622658921666 0.005418014041503454 0.0066657527339604858 0.0064463944866923351 0.0105704318943102 -0.0049728617262905601 -0.0063760657674676313 0.0030115909239863113 0.0098462561825053904 0.004641892482121465 -0.0033222041215602962 0.013991871760006326 0.0017000381345091574 -0.00054625447153491748 0.0071159138576795114 -0.0028134817505470005 0.0021578268954954832 -0.0033220259389773327
leaf_weight=55 102 56 63 52 52 57 62 91 76 93 68 88 82 855 71 58 67 70 93 62 83 68
leaf_count=55 102 56 63 52 52 57 62 91 76 93 68 88 82 855 71 58 67 70 93 62 83 68
internal_value=0 0.000933962 0.00177307 0.00348285 -0.00363325 0.00429594 0.00406946 0.00451035 0.00405799 0.000324074 0.00112259 -0.00106895 0.00493126 0.0045043 0.00402931 0.00975784 0.00231002 0.00339495 0.00377157 0.00218364 0.00449192 -0.000816286
internal_weight=0 698 642 488 154 1726 1671 1453 1338 254 218 156 1084 1008 926 115 425 161 290 197 135 135
internal_count=2424 698 642 488 154 1726 1671 1453 1338 254 218 156 1084 1008 926 115 425 161 290 197 135 135
is_linear=0
shrinkage=0.16829


Tree=7287
num_leaves=24
num_cat=0
split_feature=4 2 2 3 12 150 13 52 40 52 3 2 402 51 4 42 4 2 2 52 133 13 3
split_gain=9.57089 3.51371 1.802 1.79173 0.766165 0.753896 0.525342 0.514245 0.383254 0.307131 0.247201 0.246825 0.22774 0.222491 0.203159 0.199465 0.197108 0.173292 0.228632 0.154116 0.0905413 0.0756881 0.0756
threshold=0.30163500000000004 0.10272000000000002 -0.0091949999999999983 -0.049204999999999992 0.091545000000000015 0.082295000000000021 -1.0000000180025095e-35 -0.53454499999999994 -0.072979999999999975 -0.025904999999999994 0.13772500000000001 0.11517500000000001 0.083730000000000013 0.081440000000000026 -0.078129999999999991 -0.095859999999999987 0.046720000000000005 0.074875000000000011 0.087675000000000017 -0.012164999999999999 -0.00027499999999999996 -0.053824999999999991 -0.077634999999999996
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=1 2 -1 7 13 6 -5 -3 -2 -9 11 -10 16 15 -15 -4 20 19 -19 -17 -6 -11 -22
right_child=8 3 4 5 12 -7 -8 9 10 21 -12 -13 -14 14 -16 17 -18 18 -20 -21 22 -23 -24
leaf_value=0.0007209794292284173 0.00025006040083526697 0.0013434389671483421 0.0011523512509338579 0.00060897096452290037 0.0013010451805358786 0.00031465561842335311 0.0010223419836267091 0.00082984656783091485 0.00077943987751246887 0.0011968155688011279 0.00038918997740468325 0.00049991863521782714 0.00094750735738098873 0.0013267540940709146 0.0010724301342430933 0.0010775658347132945 0.00098908440565986344 0.001401540473318338 0.0012821094877277514 0.0012970533797818709 0.0012151902223381619 0.001022263061241073 0.0011032123036735441
leaf_weight=74 57 61 80 81 76 52 58 77 68 53 66 72 61 59 89 52 61 423 317 124 171 67 125
leaf_count=74 57 61 80 81 76 52 58 77 68 53 66 72 61 59 89 52 61 423 317 124 171 67 125
internal_value=0 0.00115759 0.00122579 0.000897476 0.00124857 0.000654738 0.00078171 0.00107704 0.000490653 0.000994373 0.000557054 0.000635938 0.00113938 0.00129569 0.00117405 0.00131373 0.00116632 0.00132779 0.00135043 0.0012324 0.00119529 0.00109965 0.00116802
internal_weight=0 2161 1712 449 1638 191 139 258 263 197 206 140 494 1144 148 996 433 916 740 176 372 120 296
internal_count=2424 2161 1712 449 1638 191 139 258 263 197 206 140 494 1144 148 996 433 916 740 176 372 120 296
is_linear=0
shrinkage=0.0032998


Tree=7288
num_leaves=17
num_cat=0
split_feature=9 156 1 3 3 15 49 15 15 3 3 1 1 49 484 50
split_gain=0.123315 0.0904786 0.12268 0.10565 0.156527 0.105332 0.0786576 0.147667 0.131286 0.103913 0.0699755 0.0653946 0.109645 0.0522341 0.0412867 0.0193233
threshold=0.09055500000000001 0.12640500000000002 0.089710000000000026 0.091170000000000015 -0.010299999999999998 -0.47252999999999995 0.0083400000000000019 -0.13662499999999997 -0.26826999999999995 -0.011259999999999997 -0.046329999999999989 0.084795000000000023 0.078015000000000015 -0.066894999999999982 -0.084699999999999984 0.087730000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -4 8 -8 -7 10 -10 12 14 -11 -1 -13
right_child=-2 -3 5 -5 -6 6 7 -9 9 13 -12 15 -14 -15 -16 -17
leaf_value=0.0070083445476595225 -0.0044737802411221597 0.01037720425355035 0.0084168751447982176 -0.0025124103033809086 0.01156244727355939 -0.0045899169379781564 0.0034268830741146163 -0.0086744923644011904 0.0024063455592520343 0.01063260076654755 -0.0041342780687970574 0.010558754235560798 -0.0035668478681684804 0.0042902724718767125 0.0039421078828638595 0.0061453999559140981
leaf_weight=143 52 58 65 58 91 73 56 58 320 58 54 53 52 105 1061 67
leaf_count=143 52 58 65 58 91 73 56 58 320 58 54 53 52 105 1061 67
internal_value=0 0.00379542 0.00362967 0.00451194 0.00479088 0.00192213 0.00133656 -0.0027142 0.00209653 0.00300884 0.00145717 0.00434175 0.00398033 0.00655807 0.00430778 0.0081096
internal_weight=0 2372 2314 1525 1467 789 724 114 610 537 374 1376 1256 163 1204 120
internal_count=2424 2372 2314 1525 1467 789 724 114 610 537 374 1376 1256 163 1204 120
is_linear=0
shrinkage=0.16829


Tree=7289
num_leaves=23
num_cat=0
split_feature=3 2 2 0 96 15 480 0 158 16 52 15 15 0 15 16 15 15 42 16 43 16
split_gain=8.63735 4.33034 1.4962 1.66443 1.29101 1.09067 0.852701 0.665835 0.495498 0.316017 0.274041 0.268896 0.283545 0.256095 0.228887 0.247602 0.198639 0.259618 0.167451 0.150664 0.126222 0.0689724
threshold=0.30112000000000005 0.099675000000000014 0.15355500000000002 -0.13010499999999997 1.0000000180025095e-35 -0.23488499999999998 -0.075014999999999984 -0.076639999999999986 0.080695000000000003 -0.059624999999999991 -0.53454499999999994 0.076335000000000014 -0.008094999999999998 -0.090889999999999985 -0.035449999999999988 0.27776000000000006 0.046165000000000005 -0.050004999999999994 0.087075000000000014 0.092980000000000021 -0.038674999999999994 -0.11180499999999999
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 4 3 9 6 -5 -1 8 11 -3 -7 12 -8 -13 15 -9 17 -12 -10 20 -16 -2
right_child=21 2 -4 5 -6 10 7 14 18 -11 16 13 -14 -15 19 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0014930007893393996 -6.9803379510869612e-05 0.00059688271737202709 0.00021475995750978708 0.00046019240172927078 0.00055009334860562796 0.0011340679716574163 0.0010522995172030209 0.00066419612565203666 0.0014191966209099955 0.0002656805086704022 0.00092966452847573515 0.0013129741933325674 0.00080034121473180448 0.0011029826399938242 0.00082608878600133671 0.00097857037158175343 0.0010532470311524231 0.00067456142268318626 0.0011668848616019738 0.0011237079944234969 0.0010237268040162329 9.8430669697965626e-05
leaf_weight=53 53 81 54 56 52 76 524 60 65 52 156 75 55 490 67 52 79 62 56 71 82 53
leaf_count=53 53 81 54 56 52 76 524 60 65 52 156 75 55 490 67 52 79 62 56 71 82 53
internal_value=0 0.000977559 0.000740298 0.000790732 0.00106341 0.000890811 0.00107957 0.00106582 0.0011005 0.000467655 0.000955367 0.00107908 0.00102843 0.00113092 0.0009336 0.00081047 0.00090952 0.000857274 0.00130272 0.000996124 0.000935092 1.39813e-05
internal_weight=0 2318 616 562 1702 429 1650 1597 1265 133 373 1144 579 565 332 112 297 218 121 220 149 106
internal_count=2424 2318 616 562 1702 429 1650 1597 1265 133 373 1144 579 565 332 112 297 218 121 220 149 106
is_linear=0
shrinkage=0.0032998


Tree=7290
num_leaves=23
num_cat=0
split_feature=4 0 3 157 155 51 13 4 13 2 3 48 16 1452 13 51 48 51 0 400 4 15
split_gain=0.206322 0.285327 0.26257 0.259201 0.13162 0.205986 0.19158 0.0872928 0.0801687 0.177259 0.0753497 0.0993478 0.0806301 0.0556872 0.0638228 0.0948574 0.0741908 0.0698154 0.0674381 0.0544629 0.0461381 0.0352705
threshold=-0.060264999999999992 -0.097829999999999986 -0.076254999999999989 -0.073194999999999996 0.11245500000000001 -0.026864999999999997 0.039845000000000012 -0.37626499999999991 -0.46134499999999995 0.14578500000000003 -0.069999999999999993 0.10184000000000001 -0.42372999999999994 0.085480000000000014 0.095430000000000015 -0.085574999999999984 0.089965000000000017 -0.13217999999999999 -0.095104999999999981 -0.08131999999999999 -0.085719999999999977 -0.091934999999999989
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 -1 13 -4 5 -3 7 -7 -5 10 -10 12 -12 14 15 17 18 -2 -17 -9 -21 -20
right_child=2 4 3 8 -6 6 -8 19 9 -11 11 -13 -14 -15 -16 16 -18 -19 21 20 -22 -23
leaf_value=0.016791516657043266 0.00583286916305557 -0.0051490442207239992 -0.0099460559443267579 0.0081664561852071021 0.013760454237678981 0.013204662034264791 -0.00096568346563454693 0.010539244996251725 -0.0024810296703012187 -0.0075912263353266184 0.0085109682312750502 -0.0035196802413830406 0.0027543016976278693 0.01086638203448833 0.00020159713812765767 -0.00049959522405885733 0.0091397219211627086 0.014058787392933198 0.0081461998855176729 0.00238402812195321 0.0063888733860333075 0.0037429585795646252
leaf_weight=70 60 52 57 53 53 56 103 74 80 57 89 56 314 52 68 88 83 59 69 102 438 218
leaf_count=70 60 52 57 53 53 56 103 74 80 57 89 56 314 52 68 88 83 59 69 102 438 218
internal_value=0 0.00643855 0.00322025 0.000929669 0.0056111 0.00508539 0.00577618 0.0068153 0.00188762 0.00132626 0.00227263 0.00310507 0.00403008 0.00553783 0.00510546 0.00568027 0.0045731 0.00992636 0.00355757 0.00622963 0.00563573 0.00480784
internal_weight=0 948 1403 706 878 825 773 670 649 596 539 459 403 697 645 577 458 119 375 614 540 287
internal_count=2351 948 1403 706 878 825 773 670 649 596 539 459 403 697 645 577 458 119 375 614 540 287
is_linear=0
shrinkage=0.16829


Tree=7291
num_leaves=12
num_cat=0
split_feature=10 14 0 3 4 12 0 2 0 160 39
split_gain=0.172466 0.156169 0.165728 0.220608 0.189615 0.166265 0.164654 0.143803 0.128877 0.110395 0.0993296
threshold=-0.092019999999999977 0.019675000000000002 -0.11073999999999999 0.11191000000000002 0.0047850000000000011 -0.040564999999999997 -0.099329999999999988 0.13538500000000001 -0.18087499999999998 -0.53327999999999987 0.088550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 -6 -4 9 -7 -8 -11
right_child=1 -3 3 -5 5 8 7 -9 -10 10 -12
leaf_value=-0.0053713993873482357 -0.0057917308852326469 0.011076228662309491 0.011800813173877024 0.013471878204941893 -0.0053265552386018771 0.00071243739053820226 -0.0035470402589852564 -0.0044516867958745458 0.0098223544037910962 0.0044813498001169579 -0.0014131333734074345
leaf_weight=57 102 85 73 72 53 86 54 60 91 1533 85
leaf_count=57 102 85 73 72 53 86 54 60 91 1533 85
internal_value=0 0.00398697 0.00371337 0.00432647 0.000241697 0.0029252 0.00396067 0.00362919 0.00540622 0.00392025 0.00417058
internal_weight=0 2294 2209 1877 332 230 1805 1732 177 1672 1618
internal_count=2351 2294 2209 1877 332 230 1805 1732 177 1672 1618
is_linear=0
shrinkage=0.16829


Tree=7292
num_leaves=20
num_cat=0
split_feature=4 41 48 48 159 159 16 0 12 0 151 4 12 16 399 3 0 16 48
split_gain=0.125674 0.185219 0.152141 0.133338 0.11721 0.32598 0.113817 0.163518 0.142405 0.122444 0.108291 0.107533 0.0952943 0.103642 0.0698478 0.068132 0.0973715 0.0299284 0.0210726
threshold=0.024315000000000003 0.082735000000000017 0.10911000000000001 0.088035000000000016 0.084780000000000008 0.10369500000000002 -0.54150999999999994 -0.15270499999999995 0.10799000000000002 -0.12118 -0.010154999999999999 0.51136500000000018 0.082295000000000021 -0.0093349999999999978 0.091255000000000017 -0.11255999999999998 -0.052619999999999993 -0.055679999999999993 0.096030000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 12 -6 -2 -8 9 -9 -5 17 13 -1 15 -14 -17 -11 -12
right_child=1 -3 -4 10 5 -7 7 8 -10 11 18 -13 14 -15 -16 16 -18 -19 -20
leaf_value=0.01253988291883493 0.0065906400084953755 0.010644352800100357 0.012193151719061445 0.0041515448794577116 -0.0095447820265916472 0.0065513989047546479 -0.0090659149014996297 0.0090174343090696669 -0.0062755112873248437 0.00045316212119100787 -0.0059580384118897902 -0.0061330514228133213 0.0079980964122818889 0.0043437389074467972 0.0099693838292429018 0.0037467571947465586 -0.0032835182650086062 0.0043000707626494198 -0.0013812281992434286
leaf_weight=84 68 52 60 82 63 82 59 56 75 145 62 57 98 93 54 951 59 96 55
leaf_count=84 68 52 60 82 63 82 59 56 75 145 62 57 98 93 54 951 59 96 55
internal_value=0 0.00103918 0.00385361 0.00355524 0.00410391 -0.000429724 0.000137624 -0.000757885 0.000380523 0.00179577 -0.000527333 0.000432656 0.0045962 0.00824358 0.00403907 0.00374842 0.0033343 0.001993 -0.0038219
internal_weight=0 608 1743 1683 1484 145 556 488 429 354 199 298 1339 177 1162 1108 1010 241 117
internal_count=2351 608 1743 1683 1484 145 556 488 429 354 199 298 1339 177 1162 1108 1010 241 117
is_linear=0
shrinkage=0.16829


Tree=7293
num_leaves=12
num_cat=0
split_feature=1211 403 41 40 401 41 11 402 42 42 16
split_gain=0.0915554 0.138437 0.116384 0.118982 0.118396 0.154129 0.125176 0.111004 0.0971151 0.0675647 0.0412387
threshold=0.083115000000000008 -0.072134999999999991 0.088820000000000024 0.051255000000000002 0.094955000000000025 0.076195000000000013 0.077415000000000012 0.097045000000000006 0.085010000000000016 -0.14719999999999997 0.4044600000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 9 -6 -1 -8
right_child=1 -3 -4 -5 8 -7 10 -9 -10 -11 -12
leaf_value=0.007696695459534433 0.012769936622980775 0.0013952409196546986 0.0098694945694176184 -0.0057870251714681083 -0.0080388898829814679 -0.0063613495078139902 0.011977781961577165 0.0089387526346295255 0.0013582817766585615 0.0021145012990074334 0.0051874858001754402
leaf_weight=64 61 61 57 52 54 52 52 75 73 1698 52
leaf_count=64 61 61 57 52 54 52 52 75 73 1698 52
internal_value=0 0.00709732 0.00235411 0.00215605 0.00235173 0.00266965 0.00291252 0.00258955 -0.00262322 0.00231828 0.00859991
internal_weight=0 122 2229 2172 2120 1993 1941 1837 127 1762 104
internal_count=2351 122 2229 2172 2120 1993 1941 1837 127 1762 104
is_linear=0
shrinkage=0.16829


Tree=7294
num_leaves=12
num_cat=0
split_feature=10 14 43 4 1 0 0 15 0 1 1
split_gain=0.122813 0.0947012 0.111754 0.0977875 0.0801518 0.1685 0.0858362 0.125165 0.0995985 0.0563282 0.04325
threshold=-0.089679999999999982 0.062655000000000016 -0.46848499999999998 -0.46376499999999993 0.14123000000000005 -0.023359999999999995 -0.11073999999999999 -0.026169999999999995 -0.099059999999999995 0.10234000000000001 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 6 7 -5 -8 -7 -4
right_child=1 -3 3 4 -6 9 8 -9 -10 -11 -12
leaf_value=-0.0052176495741463541 -0.0051809175325481099 0.0082544390771738911 0.010631347977210262 0.0013650426386992518 0.0077606965740307492 -0.008603284827310197 0.0085905276335221225 -0.0071394393151221159 0.0024453062640675187 -0.00080262107371418233 0.004286526458531335
leaf_weight=62 57 75 52 249 68 52 79 61 1465 54 77
leaf_count=62 57 75 52 249 68 52 79 61 1465 54 77
internal_value=0 0.00236465 0.00216432 0.00235926 0.0020722 0.00187393 0.00224769 -0.000302625 0.0027609 -0.00464631 0.00685806
internal_weight=0 2289 2214 2157 2028 1960 1854 310 1544 106 129
internal_count=2351 2289 2214 2157 2028 1960 1854 310 1544 106 129
is_linear=0
shrinkage=0.16829


Tree=7295
num_leaves=22
num_cat=0
split_feature=4 39 48 48 0 1 133 52 133 131 39 16 1 16 42 42 1 4 133 16 402
split_gain=0.238106 0.201019 0.184731 0.155167 0.141196 0.131582 0.131616 0.112152 0.0946196 0.0899616 0.0891843 0.0795393 0.115558 0.0704998 0.083946 0.0699277 0.0636721 0.134104 0.0808525 0.0587162 0.0202765
threshold=0.024315000000000003 0.0041750000000000008 0.11765000000000002 -1.0000000180025095e-35 -0.15385999999999997 0.10220000000000001 0.11193000000000002 0.40945500000000007 0.084675000000000014 0.094300000000000009 0.090455000000000021 -0.097499999999999989 0.092235000000000025 -0.051934999999999995 0.11747 -0.019539999999999998 0.07677500000000001 0.50609000000000004 0.086505000000000012 0.0063750000000000013 -0.10770499999999998
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 -2 -5 6 7 9 -3 11 15 -1 -13 14 20 -6 18 -18 -17 -7 -8
right_child=2 8 -4 4 10 19 13 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22
leaf_value=0.0067283564193051223 -0.0078348458096313047 0.014900886740321225 -0.01008218843112893 0.0090187542656005211 -0.0050318098204718822 0.0037078288466899333 -0.00067960880660045771 -0.0040254357892265573 0.0051774564453790153 0.0079795345228803657 0.0052152083106706895 0.0018650019916152459 -0.005178157725875451 0.011458141228371859 0.0098422177412807853 0.0079614716828357249 -0.0057297538163718423 0.0046643421125010624 -0.00073059365817465267 0.010526031561958827 0.0039519326705892126
leaf_weight=85 58 59 52 60 86 63 52 89 56 71 85 913 71 55 54 57 94 56 64 86 54
leaf_count=85 58 59 52 60 86 63 52 89 56 71 85 913 71 55 54 57 94 56 64 86 54
internal_value=0 0.00338041 -0.000485883 0.000401994 0.00135724 0.00288829 0.00239517 0.00172115 0.0101816 0.00217136 0.000313151 0.00178392 0.00135498 0.00623972 0.00443465 -0.000848973 0.000471792 -0.00183731 0.00334917 0.00765523 0.00166291
internal_weight=0 1708 612 560 502 1593 1444 1229 115 1140 442 1069 984 215 160 357 271 150 121 149 106
internal_count=2320 1708 612 560 502 1593 1444 1229 115 1140 442 1069 984 215 160 357 271 150 121 149 106
is_linear=0
shrinkage=0.16829


Tree=7296
num_leaves=20
num_cat=0
split_feature=1 4 40 12 4 1 13 158 11 0 12 1 50 1 12 16 0 42 2
split_gain=14.2608 1.6785 1.24425 1.22529 0.772326 0.63409 0.422551 0.383712 0.348988 0.542298 0.326689 0.268091 0.255921 0.338651 0.304779 0.141698 0.118744 0.0846265 0.038223
threshold=0.10538500000000002 0.27287000000000006 -0.079639999999999975 0.087245000000000003 0.043850000000000007 0.12958500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.062580000000000011 0.097755000000000022 0.083555000000000018 0.10786000000000001 0.096300000000000011 0.081810000000000008 -0.10346499999999999 -0.11073999999999999 0.087675000000000017 0.13712500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 8 16 -2 11 9 12 -5 15 13 14 -4 -6 -3 -14 -7
right_child=1 5 4 10 7 18 -8 -9 -10 -11 -12 -13 17 -15 -16 -17 -18 -19 -20
leaf_value=0.00098169047984988001 0.00062094518521059309 0.0006386636102769591 0.0016436408304407986 0.0014040038849120349 0.0013626367837693894 0.00034144073174022601 0.00099081544241668698 0.0014664327348680752 0.0016503650937938201 0.0011106886304966933 0.0010476962618609983 0.00097385939646845387 0.0012531198785153536 0.001221066169506137 0.0014644605204760771 0.0011364005706218682 0.00086511910649195287 0.0014140487388669988 0.00046266463366749868
leaf_weight=72 95 52 119 52 68 61 53 69 95 53 64 53 86 58 1025 60 53 72 60
leaf_count=72 95 52 119 52 68 61 53 69 95 53 64 53 86 58 1025 60 53 72 60
internal_value=0 0.000774408 0.00140843 0.000953293 0.00142589 0.000565289 0.000753637 0.00125499 0.0014542 0.00144098 0.00120772 0.00117419 0.00145383 0.00147051 0.00148313 0.00125686 0.000753305 0.00132668 0.000401843
internal_weight=0 490 1830 264 1758 226 148 250 1508 1413 116 181 1360 1202 1144 128 105 158 121
internal_count=2320 490 1830 264 1758 226 148 250 1508 1413 116 181 1360 1202 1144 128 105 158 121
is_linear=0
shrinkage=0.0032998


Tree=7297
num_leaves=22
num_cat=0
split_feature=399 0 2 12 0 52 402 402 1210 474 51 2 2 15 1447 52 16 159 133 1 52
split_gain=0.14869 0.092674 0.157828 0.188056 0.098298 0.108834 0.0852414 0.150647 0.0744486 0.0735589 0.0944818 0.10789 0.159443 0.0733853 0.0708551 0.0707005 0.0689073 0.0687551 0.0792973 0.0539153 0.0326755
threshold=0.090145000000000017 -0.08459499999999999 0.10272000000000002 1.0000000180025095e-35 -0.14989499999999997 0.11614000000000001 0.095250000000000015 0.023625000000000004 -0.0087899999999999975 0.095835000000000017 -0.033754999999999993 0.096685000000000007 0.10584500000000001 -0.069929999999999978 -0.074869999999999978 -0.05670999999999999 0.41484500000000007 0.08728000000000001 -0.010614999999999998 0.11249000000000002 -1.0000000180025095e-35
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 2 4 15 20 8 7 9 -6 10 13 14 -13 -3 -12 -4 -15 18 -10 -17 -1
right_child=-2 6 3 -5 5 -7 -8 -9 17 -11 11 12 -14 16 -16 19 -18 -19 -20 -21 -22
leaf_value=0.0046597952579214667 -0.004325841803975685 -0.0042793741397488053 0.0055060214105219409 -0.010618314772514551 -0.0026132543180300803 -0.0034569695401317452 0.0091805067455708652 -0.004737994175477803 0.0017426408722180915 0.0092716864491000691 0.009120846321165034 0.014164387664562669 0.0046838643984904336 -0.00085771292169724148 0.0027626889090117623 -0.0053042554908392953 0.0058879579083589021 -0.0013327908863229271 0.0061141354226276678 0.0019393338951021913 0.01042845918222789
leaf_weight=54 76 58 60 53 57 79 92 55 193 78 56 76 151 82 462 57 89 66 306 59 61
leaf_count=54 76 58 60 53 57 79 92 55 193 78 56 76 151 82 462 57 89 66 306 59 61
internal_value=0 0.00323326 0.00207145 -0.00182766 0.00316789 0.00241604 0.00424435 0.0038325 0.00316485 0.00428228 0.00388087 0.00480037 0.00786588 0.000881655 0.00345353 0.000809315 0.00264269 0.00375096 0.00442696 -0.00160453 0.00773532
internal_weight=0 2244 1045 229 816 701 1199 1107 622 1052 974 745 227 229 518 176 171 565 499 116 115
internal_count=2320 2244 1045 229 816 701 1199 1107 622 1052 974 745 227 229 518 176 171 565 499 116 115
is_linear=0
shrinkage=0.16829


Tree=7298
num_leaves=24
num_cat=0
split_feature=4 403 1 15 1 15 2 42 4 2 52 2 52 158 151 2 42 42 15 15 4 15 133
split_gain=0.167869 0.133512 0.166658 0.18884 0.116582 0.204239 0.142788 0.116175 0.0966295 0.0953333 0.0950036 0.0898473 0.148279 0.123049 0.0913757 0.0713478 0.0824667 0.0668511 0.064185 0.0604503 0.0592833 0.0314332 0.0244733
threshold=0.024315000000000003 -0.13024499999999997 0.10797500000000002 -0.072904999999999984 0.080475000000000005 -0.064999999999999988 0.14492000000000002 0.09087000000000002 -0.0011949999999999997 0.092300000000000007 0.086965000000000015 0.086665000000000006 0.11916 0.087355000000000016 -0.086769999999999986 0.087910000000000016 -0.087919999999999984 -0.091109999999999983 -0.085749999999999979 -0.41971499999999995 0.15484000000000003 -0.093464999999999979 0.087005000000000013
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=1 10 8 -4 9 6 7 19 11 -2 -1 12 13 17 -13 -16 -17 -3 21 -6 22 -10 -11
right_child=4 2 3 -5 5 -7 -8 -9 18 20 -12 14 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.011182680633792826 0.0095401228170469959 -0.0044241343955708137 0.0019981935443851256 0.014817317940750724 -0.0021371300016682212 -0.0080614740071082869 0.0084633415158855783 -0.0068309834112476797 0.0065389484726575834 0.0015865818240493451 0.0034235373858737404 -0.0019465287171845267 -0.0076285954115386384 0.0086697377934600271 0.0087552189161937324 0.0085561219867431228 0.0022795725835596157 0.0011410350715983669 0.010642273155189903 0.00420111558512507 0.0059144162326154387 0.00070065717051213039 -0.0034457269966946514
leaf_weight=99 52 73 64 67 79 103 54 71 53 53 83 88 61 55 74 69 436 375 58 92 52 53 56
leaf_count=99 52 73 64 67 79 103 54 71 53 53 83 88 61 55 74 69 436 375 58 92 52 53 56
internal_value=0 0.00333986 0.00282415 0.00856825 8.84352e-05 -0.00160562 0.000634775 -0.00110467 0.00228345 0.00327024 0.00765404 0.00177016 0.000203229 0.00115658 0.00309244 0.00386139 0.00314072 0.0002302 0.00612527 0.00126241 0.00123402 0.00363675 -0.000982342
internal_weight=0 1708 1526 131 612 399 296 242 1395 213 182 1231 564 503 667 579 505 448 164 171 161 106 109
internal_count=2320 1708 1526 131 612 399 296 242 1395 213 182 1231 564 503 667 579 505 448 164 171 161 106 109
is_linear=0
shrinkage=0.16829


Tree=7299
num_leaves=16
num_cat=0
split_feature=3 123 2 2 42 2 3 3 52 159 52 47 1447 1456 52
split_gain=4.4034 2.36229 1.04667 0.50559 0.477148 0.446979 0.292732 0.169217 0.139522 0.134024 0.185823 0.133766 0.151198 0.125597 0.0338039
threshold=0.11745500000000002 0.081180000000000016 0.11793500000000001 -1.0000000180025095e-35 0.091090000000000018 0.088745000000000004 0.30112000000000005 -0.080339999999999981 0.49868000000000007 0.082200000000000009 -0.54604999999999992 0.11227500000000001 -0.085804999999999979 -0.084149999999999989 -0.076839999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 11 -2 -4 9 10 -7 12 -5 -14 -11
right_child=6 4 7 5 -6 8 -8 -9 -10 14 -12 -13 13 -15 -16
leaf_value=0.00067664033707702834 0.0005071821899262104 0.00065541155466938676 0.00050985056746933558 0.00085130400878054421 0.00028749956718117668 0.0010361968307817375 0.00023642268630722207 0.00074406961075783036 0.0010502650604088917 0.00093306039051513313 0.00084189980935603283 0.00084074784661511382 0.0011756821003287849 0.0010153062191692248 0.0010570276785805536
leaf_weight=72 78 100 52 60 63 62 100 102 63 63 504 53 60 836 52
leaf_count=72 78 100 52 60 63 62 100 102 63 63 504 53 60 836 52
internal_value=0 0.000895746 0.000927218 0.000949308 0.000513429 0.000960487 0.000355268 0.000665211 0.00089868 0.000884604 0.000863245 0.00100603 0.00101515 0.00102608 0.000989422
internal_weight=0 2142 1979 1825 163 1753 178 154 744 681 566 1009 956 896 115
internal_count=2320 2142 1979 1825 163 1753 178 154 744 681 566 1009 956 896 115
is_linear=0
shrinkage=0.0032998


Tree=7300
num_leaves=20
num_cat=0
split_feature=9 2 1213 14 1 1 0 1 1 1456 401 52 1212 2 482 1212 1203 484 51
split_gain=0.222765 0.155557 0.148254 0.110946 0.134784 0.226369 0.14243 0.132168 0.212021 0.111207 0.107269 0.131005 0.104504 0.143794 0.100647 0.078794 0.073211 0.0808723 0.0755459
threshold=-1.0000000180025095e-35 0.088555000000000009 -0.12077499999999998 -0.072219999999999993 0.088735000000000022 0.097070000000000004 0.030935000000000004 0.11249000000000002 0.13662500000000002 -0.063824999999999979 0.080710000000000018 0.39765000000000006 0.087750000000000009 0.082885000000000014 0.081345000000000015 1.0000000180025095e-35 0.083975000000000008 0.081830000000000014 0.082455000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 9 -6 7 -7 -9 -5 11 15 14 -14 16 -11 17 18 -4
right_child=1 3 12 4 5 6 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.006475139063979579 0.011938034616279802 0.0071576195382179082 0.0042061102438846702 -0.0038880026093871863 -0.012035521347948981 -0.0067922899233017354 0.0073850502504733241 0.0062612547020819229 -0.006968635284347136 0.0034801840089545817 -0.0037598276381489533 0.011138305777928134 0.002169196595477949 0.014559116014752346 0.009712592801912041 -0.002679370513734403 -0.0030426898891334998 -0.001639295099820868 -0.0014015895330393806
leaf_weight=79 64 84 614 78 53 95 58 91 55 465 63 58 52 55 59 67 62 95 76
leaf_count=79 64 84 614 78 53 95 58 91 55 465 63 58 52 55 59 67 62 95 76
internal_value=0 0.00261134 0.00407064 0.00126305 0.0008042 -0.00189863 -9.5782e-05 -0.0019036 0.00126509 0.00210816 0.00282714 0.00353354 0.00357181 0.00855464 0.00298135 0.00270107 0.00251034 0.00295122 0.00358585
internal_weight=0 2244 1077 1167 1083 352 299 241 146 731 653 590 1013 107 906 532 847 785 690
internal_count=2323 2244 1077 1167 1083 352 299 241 146 731 653 590 1013 107 906 532 847 785 690
is_linear=0
shrinkage=0.16829


Tree=7301
num_leaves=24
num_cat=0
split_feature=403 12 16 4 4 12 16 12 12 43 157 157 4 16 16 16 1455 4 12 4 43 4 16
split_gain=0.155718 0.351405 0.137161 0.14153 0.101793 0.178218 0.0933203 0.0858949 0.108982 0.0854725 0.106399 0.0975337 0.109705 0.136065 0.072857 0.0719437 0.0673437 0.0713633 0.0843408 0.0515521 0.0286295 0.0189387 0.0159758
threshold=-0.10258999999999999 0.086850000000000024 -0.5103049999999999 0.0099250000000000015 0.076415000000000025 0.088885000000000006 -0.082354999999999984 -0.042789999999999988 1.0000000180025095e-35 -0.012534999999999999 -0.096984999999999974 -0.082134999999999986 -0.49862999999999996 0.0086100000000000013 -0.075779999999999986 -0.093079999999999982 0.0034400000000000008 -0.0027699999999999995 -0.083994999999999986 0.40330500000000008 -0.073574999999999988 0.24099500000000004 -0.41163499999999992
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=1 -1 19 9 5 -5 -3 22 -9 10 -4 -11 -13 15 -8 -14 17 18 -12 -2 -7 -10 -6
right_child=2 6 3 4 7 20 14 8 21 11 16 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.016117496831767834 0.010757726425071709 -0.0032594087781503437 -0.0039158616110755171 -0.0099857699414654371 -0.00078868660959676633 0.0030161968853748967 0.009412980854950917 0.0093902006672835353 0.0026738552760008642 0.0074849403297328511 -0.0026826030050486819 0.0067209395249218278 -0.004174286062384844 -0.0073681592948989317 0.00058946020022015489 0.0012109797111878109 -0.0010821814891394741 0.0094707177693708258 0.0042099859346872567 0.00395193932263657 -0.0024868064280911184 -0.0015257927311950394 -0.0048358674951959005
leaf_weight=69 53 63 57 88 52 53 52 52 52 52 55 60 86 78 55 383 77 65 551 81 54 73 62
leaf_count=69 53 63 57 88 52 53 52 52 52 52 55 60 86 78 55 383 77 65 551 81 54 73 62
internal_value=0 0.00598517 0.00144635 0.00108736 -0.00139889 -0.00437527 0.00186207 0.000589414 0.00291496 0.00191393 0.0030778 0.000489489 -0.000106832 -0.000859049 0.00489432 0.000219659 0.00361314 0.00415463 0.00358146 0.00665719 0.00022219 0.000206888 -0.00300554
internal_weight=0 239 2084 1950 486 195 170 291 177 1464 805 659 607 547 107 469 748 671 606 134 107 125 114
internal_count=2323 239 2084 1950 486 195 170 291 177 1464 805 659 607 547 107 469 748 671 606 134 107 125 114
is_linear=0
shrinkage=0.16829


Tree=7302
num_leaves=30
num_cat=0
split_feature=1 10 12 2 2 1 16 12 1 1 52 12 52 12 43 133 1 1456 42 403 403 4 4 48 2 16 42 475 16
split_gain=7.39999 1.58029 1.02896 0.77677 0.731631 0.347937 0.604626 0.223087 0.325237 0.216026 0.201426 0.19344 0.173667 0.161068 0.14772 0.185537 0.155865 0.14182 0.191639 0.235864 0.187475 0.113436 0.13747 0.110481 0.0949968 0.072887 0.0722642 0.0705908 0.0181022
threshold=0.10752500000000002 -1.0000000180025095e-35 0.088105000000000003 -1.0000000180025095e-35 0.090225000000000014 0.089710000000000026 0.31615500000000002 -0.042789999999999988 0.13368000000000005 0.083555000000000018 -1.0000000180025095e-35 0.086885000000000004 0.038145000000000005 0.10653000000000001 -0.078959999999999989 -0.022174999999999997 0.089710000000000026 0.086095000000000019 0.08648500000000002 -0.097479999999999997 -0.055854999999999995 -0.0072499999999999995 -0.036279999999999993 0.08975000000000001 0.095935000000000006 -0.24900499999999998 0.089055000000000009 -0.08230999999999998 -0.038799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 -1 9 11 10 8 -3 17 -7 12 -6 -4 28 -16 -17 18 19 -5 -20 22 24 -9 -13 -23 -27 -21 -11
right_child=1 2 13 4 5 6 -8 23 -10 14 -12 21 -14 -15 15 16 -18 -19 20 27 -22 25 -24 -25 -26 26 -28 -29 -30
leaf_value=0.00060153945985109362 6.419037715126754e-05 0.00050623497540966964 0.00091408494617362655 0.0012618166668198888 0.00092477961920032483 0.00044873407408283845 0.0010249409015866545 0.00044937931350522565 0.00014943826444876348 0.00099722775909897167 0.00073650892970948819 0.00096215878988853811 0.00117764048355084 0.00066772571067422897 0.0010433470095403546 0.00072205433452238058 0.00092526924691217142 0.0012137303682978554 0.00078861266423981685 0.00093789620296624778 0.0010249527401648992 0.0009318062053897384 0.0010588977010090805 0.00064981636120145698 0.00082089065749627542 0.00084428016699579446 0.00069349898668607298 0.0010579505240579314 0.0010988384864078502
leaf_weight=72 86 56 70 60 75 53 54 76 56 52 55 100 52 52 70 74 100 53 63 71 94 52 67 52 122 92 62 329 53
leaf_count=72 86 56 70 60 75 53 54 76 56 52 55 100 52 52 70 74 100 53 63 71 94 52 67 52 122 92 62 329 53
internal_value=0 0.000466742 0.000562278 0.000938967 0.000952422 0.000876302 0.000738939 0.000436528 0.000328151 0.00101095 0.000595612 0.000912022 0.00102859 0.000809368 0.000943348 0.000897802 0.000839047 0.00104612 0.00103166 0.00106616 0.00093034 0.000882043 0.000925194 0.000531082 0.000884684 0.000821335 0.000783805 0.00103673 0.00104885
internal_weight=0 448 362 1875 1803 784 162 240 112 1019 108 622 127 122 349 244 174 670 617 460 157 495 289 128 222 206 154 400 105
internal_count=2323 448 362 1875 1803 784 162 240 112 1019 108 622 127 122 349 244 174 670 617 460 157 495 289 128 222 206 154 400 105
is_linear=0
shrinkage=0.0032998


Tree=7303
num_leaves=24
num_cat=0
split_feature=2 2 2 0 2 3 0 0 2 2 403 0 156 0 0 15 0 2 3 15 3 3 3
split_gain=2.32181 1.69216 0.509276 0.56499 0.380106 0.295544 0.275436 0.172267 0.179701 0.191991 0.220634 0.16683 0.0979675 0.0947685 0.0944295 0.108166 0.0902901 0.0743831 0.0634087 0.0472416 0.108652 0.0296091 0.0284643
threshold=0.12051500000000002 -1.0000000180025095e-35 0.099675000000000014 -0.13010499999999997 0.15630500000000003 -0.020854999999999995 -0.084114999999999981 -0.0076699999999999989 0.088555000000000009 0.078405000000000016 -0.10802999999999999 -0.17106499999999999 0.083125000000000018 -0.043914999999999989 -0.088709999999999983 -0.071614999999999984 -0.14989499999999997 0.10406500000000002 -0.077584999999999987 0.089625000000000024 -0.077544999999999989 -0.079724999999999976 -0.22382999999999997
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=1 5 7 11 6 -1 -2 8 9 14 -11 -4 19 -8 -3 -16 -12 -5 22 20 -10 -21 -19
right_child=4 2 3 17 -6 -7 13 -9 12 10 16 -13 -14 -15 15 -17 -18 18 -20 21 -22 -23 -24
leaf_value=0.00053272527590556929 0.00025165782124967332 0.00059114781301624383 0.00053571243824413839 0.00057540621663046963 0.00012769207872217968 0.00024272797652065994 0.00059704306186868228 0.00089787769763313556 0.00056983814257104094 0.00095072427011434193 0.00089087606914398587 0.00028314559564791825 0.00079436422978694499 0.00040804747420273397 0.0008533763432590633 0.00068998049853915763 0.00074511817071225013 0.00069273777141639367 0.00064175112681101436 0.00074458837779607168 0.00071714772327334064 0.00064375093350857091 0.00080149475177701513
leaf_weight=62 70 83 55 66 67 102 67 66 165 80 55 61 61 54 56 258 433 53 103 79 86 68 73
leaf_count=62 70 83 55 66 67 102 67 66 165 80 55 61 61 54 56 258 433 53 103 79 86 68 73
internal_value=0 0.000674609 0.000702372 0.00059906 0.000342301 0.000352576 0.000417398 0.000730846 0.00072308 0.000748951 0.000788315 0.000403201 0.000668612 0.000512989 0.000692544 0.000719233 0.000761618 0.000675956 0.000704782 0.000649249 0.000620451 0.000698182 0.000756027
internal_weight=0 2065 1901 411 258 164 191 1490 1424 965 568 116 459 121 397 314 488 295 229 398 251 147 126
internal_count=2323 2065 1901 411 258 164 191 1490 1424 965 568 116 459 121 397 314 488 295 229 398 251 147 126
is_linear=0
shrinkage=0.0032998


Tree=7304
num_leaves=26
num_cat=0
split_feature=1 3 1 12 2 3 34 15 49 2 2 403 2 2 3 3 12 13 13 1 13 2 12 3 15
split_gain=9.29891 1.36394 0.641667 0.847453 0.548009 0.429129 0.375704 0.324315 0.222141 0.210237 0.192119 0.206534 0.189516 0.319792 0.184957 0.160728 0.151069 0.143366 0.107925 0.0970616 0.0853864 0.0851574 0.0646302 0.0547148 0.0229789
threshold=0.10752500000000002 -0.049204999999999992 0.088735000000000022 -1.0000000180025095e-35 0.14823500000000003 -0.14443999999999999 -0.021334999999999996 -0.088709999999999983 -0.018959999999999994 0.088710000000000011 0.078405000000000016 -0.10802999999999999 0.089625000000000024 0.10656 -0.046989999999999997 -0.079594999999999985 -0.080579999999999985 -0.08731499999999999 -0.08151499999999999 0.093400000000000025 -0.0063399999999999993 0.096685000000000007 0.083795000000000022 -0.081854999999999997 1.0000000180025095e-35
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=2 7 5 -4 6 -1 -3 -2 -8 10 -7 -12 19 -14 17 22 -10 -11 -19 23 -16 -20 -13 -5 -21
right_child=1 4 3 12 -6 9 8 -9 16 14 11 15 13 -15 20 -17 -18 18 21 24 -22 -23 -24 -25 -26
leaf_value=0.0011811900826223375 0.00046927654353432684 0.00010814629049676085 0.00049284351800375564 0.00093689782258313606 -3.7943392701955843e-06 0.00085237231642058733 0.00023167542249690823 0.00078589279652201268 0.00062709278183649072 0.00073687137007831494 0.0011675822791328489 0.00084734225781551314 0.0006398843178885671 0.000974658974130943 0.00093603499691117642 0.0011241360081060514 0.00039323779929790163 0.001005807638479603 0.00092551526226102064 0.0010633072706325226 0.0011280094114739852 0.00082732935306196 0.00097393017736018656 0.00079644061081094928 0.00095472019824906912
leaf_weight=89 61 58 75 72 64 103 52 86 52 72 80 56 78 53 57 77 75 87 197 54 52 214 342 62 55
leaf_count=89 61 58 75 72 64 103 52 86 52 72 80 56 78 53 57 77 75 87 197 54 52 214 342 62 55
internal_value=0 0.000394045 0.000923358 0.000814046 0.000266608 0.000957752 0.000339776 0.000654747 0.000414633 0.000942852 0.000985464 0.0010101 0.000878364 0.000775596 0.000901505 0.000983504 0.000489267 0.000877264 0.000897491 0.000933621 0.00102794 0.000874477 0.000956207 0.000872173 0.00100884
internal_weight=0 448 1875 449 301 1426 237 147 179 1337 658 555 374 131 679 475 127 570 498 243 109 411 398 134 109
internal_count=2323 448 1875 449 301 1426 237 147 179 1337 658 555 374 131 679 475 127 570 498 243 109 411 398 134 109
is_linear=0
shrinkage=0.0032998


Tree=7305
num_leaves=11
num_cat=0
split_feature=3 14 15 159 1453 2 3 133 2 0
split_gain=0.193637 0.117261 0.124276 0.0834978 0.117589 0.0887556 0.451592 0.12944 0.114314 0.133464
threshold=0.30112000000000005 -0.10708499999999999 -0.42075999999999997 0.12351000000000002 -0.044999999999999991 0.08647500000000001 -0.095764999999999989 0.087445000000000009 0.087170000000000011 -0.096139999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8 -7 -10
right_child=-2 2 3 -5 5 8 7 -9 9 -11
leaf_value=0.008900631528334195 -0.0049500196325158443 -0.0051550072919499907 -0.0034094174780209706 0.0083340974694021911 0.014799819765924668 -0.0053647674954480709 0.0037744604088474111 -0.0018900229871426466 -0.0008362110370848814 0.0033569018807484449
leaf_weight=85 96 58 90 73 99 59 594 141 293 801
leaf_count=85 96 58 90 73 99 59 594 141 293 801
internal_value=0 0.00275856 0.0025213 0.00272921 0.00253136 0.00280134 0.00412556 0.00268536 0.00184194 0.00223224
internal_weight=0 2293 2208 2150 2077 1987 834 735 1153 1094
internal_count=2389 2293 2208 2150 2077 1987 834 735 1153 1094
is_linear=0
shrinkage=0.16829


Tree=7306
num_leaves=18
num_cat=0
split_feature=4 2 12 3 3 4 4 39 4 47 484 15 2 12 15 133 3
split_gain=8.78789 3.3294 1.66116 1.41719 0.984935 0.663504 0.444791 0.268984 0.18158 0.178235 0.175301 0.153156 0.140505 0.168643 0.123601 0.111124 0.104339
threshold=0.30163500000000004 0.14307 -0.010219999999999998 0.11372500000000001 0.13772500000000001 -0.086179999999999993 -0.011269999999999997 0.088025000000000006 0.0099250000000000015 0.11002500000000003 -0.0095549999999999993 -0.42443999999999993 0.087830000000000005 0.08073000000000001 0.10712000000000001 -0.016324999999999996 -0.11255999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 7 10 -1 11 -8 12 -4 -2 13 -7 -14 -12 -17
right_child=4 -3 3 -5 -6 9 8 -9 -10 -11 15 -13 14 -15 -16 16 -18
leaf_value=0.00039696493879422723 0.00056818479378033997 0.00017990352709160799 0.0012750764688520032 0.00048522365687072574 -0.00016307538273936691 0.0011587176721775268 0.00088496849769307509 0.00018734487564496394 0.00062715896380794497 0.00076534294278751182 0.00092984506273071483 0.00032881008511463893 0.0008881123751917952 0.00096028827616591382 0.0010208804772809568 0.0011800256529492289 0.0010327527008086861
leaf_weight=64 56 69 53 70 53 52 53 74 72 67 57 63 571 695 93 100 127
leaf_count=64 56 69 53 70 53 52 53 74 72 67 57 63 571 695 93 100 127
internal_value=0 0.000893621 0.000917349 0.000946955 0.000234915 0.000964744 0.000621878 0.00034439 0.000736752 0.000934456 0.00109747 0.000441753 0.000942462 0.000974148 0.000906761 0.0010642 0.00109779
internal_weight=0 2143 2074 1885 246 1815 189 193 125 1478 337 119 1411 747 664 284 227
internal_count=2389 2143 2074 1885 246 1815 189 193 125 1478 337 119 1411 747 664 284 227
is_linear=0
shrinkage=0.0032998


Tree=7307
num_leaves=17
num_cat=0
split_feature=1 4 0 48 1 159 16 150 475 16 4 1453 0 1446 43 42
split_gain=0.305258 0.149689 0.133446 0.169792 0.131104 0.114347 0.123328 0.156633 0.1125 0.130751 0.118938 0.10771 0.0731777 0.0659049 0.0321684 0.0346749
threshold=0.14699000000000004 -0.086179999999999993 -0.23141499999999995 -0.080024999999999985 0.10282000000000001 0.107895 -0.42372999999999994 0.07536000000000001 -0.069854999999999987 -0.0079449999999999989 -0.41016499999999995 -0.064249999999999988 -0.062694999999999987 0.086550000000000002 -0.14265999999999998 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 11 6 -6 -8 -1 14 -11 -5 13 -13 -10 -16
right_child=-2 2 3 4 5 -7 7 -9 9 10 -12 12 -14 -15 15 -17
leaf_value=0.012216362999058331 -0.0086849581122454746 0.010270991551046658 0.011101396197996282 -0.0040493494074641508 0.0030178959316784059 0.0062871299023026508 -0.0013487775628527625 -0.010948715788411818 0.011402775821922864 0.0045872295496756201 -0.0050595544139011477 0.0022426866389404238 0.0076933365108967323 0.0069298342846138743 0.0030341247233767075 0.0088057702515463854
leaf_weight=68 65 59 58 66 93 53 161 69 52 102 56 1187 85 92 53 70
leaf_count=68 65 59 58 66 93 53 161 69 52 102 56 1187 85 92 53 70
internal_value=0 0.00300148 0.00238316 0.00213253 0.0018435 -0.000949297 -0.00214226 -0.00423657 0.00596215 0.00467962 0.00115675 0.00257908 0.00290113 0.00258124 0.00785 0.00633341
internal_weight=0 2324 1923 1864 1806 376 323 230 401 333 158 1430 1364 1279 175 123
internal_count=2389 2324 1923 1864 1806 376 323 230 401 333 158 1430 1364 1279 175 123
is_linear=0
shrinkage=0.16829


Tree=7308
num_leaves=16
num_cat=0
split_feature=4 10 3 376 14 16 4 3 475 16 4 3 3 4 50
split_gain=3.58037 1.29276 0.707946 0.358268 0.343159 0.433921 0.210999 0.346467 0.161208 0.246447 0.241465 0.15279 0.165707 0.0742094 0.0609366
threshold=0.30163500000000004 -1.0000000180025095e-35 0.20828500000000003 0.048375000000000008 -0.42214499999999994 -0.44010499999999991 -0.082869999999999985 0.092330000000000009 -0.069854999999999987 -0.011694999999999999 -0.37626499999999991 0.0012800000000000001 -0.031844999999999991 0.41816000000000003 0.077805000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -2 13 8 11 -3 14 -11 12 -8 -6 -10
right_child=4 2 -4 -5 5 -7 7 -9 9 10 -12 -13 -14 -15 -16
leaf_value=0.00022684672767891412 0.0004671168881456356 0.00092072265153877997 0.00030989318970702753 0.00043777228723325688 0.00018081195117499932 -7.6387520717632721e-05 0.00069048188932719766 0.00042203454382279041 0.00082432493460387951 0.0007359994418853111 0.00047087549404581922 0.00086295727772303871 0.0005317487356805787 0.00034014642352229194 0.00070164610496167227
leaf_weight=71 58 60 55 60 55 53 1279 56 209 96 63 54 78 80 62
leaf_count=71 58 60 55 60 55 53 1279 56 209 96 63 54 78 80 62
internal_value=0 0.000665418 0.000680429 0.000690516 0.000244861 0.000176106 0.000698247 0.000678215 0.000758146 0.000735379 0.000631172 0.000688358 0.000681384 0.000275493 0.000796388
internal_weight=0 2143 2072 2017 246 188 1957 1467 490 430 159 1411 1357 135 271
internal_count=2389 2143 2072 2017 246 188 1957 1467 490 430 159 1411 1357 135 271
is_linear=0
shrinkage=0.0032998


Tree=7309
num_leaves=17
num_cat=0
split_feature=9 1 1210 1210 42 3 1429 157 42 48 1 151 484 48 52 3
split_gain=0.249069 0.160946 0.123373 0.124805 0.152294 0.0909781 0.110847 0.119226 0.119665 0.124819 0.0825847 0.0824148 0.0669168 0.0903605 0.149066 0.00480398
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.00064999999999999986 -0.089089999999999989 -1.0000000180025095e-35 -0.078484999999999985 0.087480000000000016 -0.087084999999999982 -0.0015249999999999999 0.093265000000000015 0.088985000000000022 -0.087699999999999986 -0.070034999999999986 0.10866500000000003 -0.021164999999999996 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -4 10 -10 -9 -7 -13 14 -14 -3
right_child=1 15 5 4 -6 11 -8 8 9 -11 -12 12 13 -15 -16 -17
leaf_value=-0.0073256431253699251 0.0014521837639118722 -0.0021476543163862836 0.0070256243443587224 0.0048453557367390352 0.016427511695442598 0.0097977594663309006 0.0084549615002162404 0.0045031138834156362 0.00038142480417174102 -0.0073021334963726554 -0.0021197575353891491 -0.00054787563225883824 0.00033512799404894229 0.011077308389937373 0.0057229769108867725 -0.0044889811513780555
leaf_weight=68 68 54 102 68 62 70 70 310 561 67 64 90 230 52 399 54
leaf_count=68 68 54 102 68 62 70 70 310 561 67 64 90 230 52 399 54
internal_value=0 0.00300041 0.0033104 0.00732491 0.010383 0.00291503 0.00195511 0.00154135 0.000981278 -0.000435457 0.00336498 0.00425291 0.00374715 0.00431742 0.00375571 -0.00333495
internal_weight=0 2321 2213 198 130 2015 1174 1104 1002 628 374 841 771 681 629 108
internal_count=2389 2321 2213 198 130 2015 1174 1104 1002 628 374 841 771 681 629 108
is_linear=0
shrinkage=0.16829


Tree=7310
num_leaves=22
num_cat=0
split_feature=10 15 3 457 15 52 52 52 481 16 43 159 159 49 39 3 16 3 42 3 3
split_gain=0.120801 0.138473 0.136691 0.127951 0.10948 0.105453 0.114826 0.104007 0.0860198 0.0747801 0.0840798 0.0723258 0.0590467 0.101084 0.0514837 0.0481633 0.0475877 0.0470217 0.0439036 0.0299626 0.0274469
threshold=-1.0000000180025095e-35 -0.14151499999999997 0.094285000000000008 0.087350000000000011 -0.40312499999999996 -0.091784999999999992 -0.54159499999999994 -0.068499999999999991 -0.064254999999999993 -0.36241499999999999 0.043850000000000007 -0.021869999999999997 0.081925000000000012 0.085805000000000006 0.085155000000000022 -0.084934999999999997 0.26435500000000006 -0.020014999999999995 0.087075000000000014 -0.085754999999999984 -0.025669999999999995
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=14 2 4 5 -2 6 19 17 11 -10 -11 18 13 16 -1 -6 -8 -7 -9 -3 -5
right_child=1 3 -4 20 15 7 12 8 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0058139528843508511 0.00070314202485044627 0.0031617456120168514 0.013983080563350457 0.010991793036534647 0.0044028414035633592 -0.0058166165242607374 0.015169053364569352 0.0066741510711475459 0.0063394731229916542 0.002138303788035542 -0.0017066071437121871 0.010928403687516752 0.0033605839000142579 0.0037577288315259381 0.0010715880127601315 0.011200606537395668 0.0081520151943802813 0.0007573199071312229 6.2675453189000872e-05 -0.0022228150293862794 0.0055858019357927858
leaf_weight=55 97 61 61 59 53 66 58 59 96 873 197 55 93 75 69 70 55 57 56 56 52
leaf_count=55 97 61 61 59 53 66 58 59 96 873 197 55 93 75 69 70 55 57 56 56 52
internal_value=0 0.00341866 0.00691799 0.00291809 0.00495087 0.00258494 0.00501585 0.00192059 0.00235244 0.00183459 0.00142873 0.00589377 0.00686092 0.00858292 -0.00196799 0.00828609 0.0117696 -0.00275555 0.00347027 0.000569165 0.00847544
internal_weight=0 2249 281 1968 220 1857 398 1459 1336 1166 1070 170 281 188 124 123 113 123 115 117 111
internal_count=2373 2249 281 1968 220 1857 398 1459 1336 1166 1070 170 281 188 124 123 113 123 115 117 111
is_linear=0
shrinkage=0.16829


Tree=7311
num_leaves=24
num_cat=0
split_feature=2 39 2 151 3 15 0 2 157 2 49 11 43 15 0 2 0 3 16 0 16 0 403
split_gain=4.51406 1.60377 1.15764 0.789418 0.551152 0.473202 0.385395 0.402364 0.348007 0.314863 0.284216 0.174088 0.181287 0.156648 0.215374 0.147272 0.186556 0.147563 0.13632 0.112007 0.0844259 0.0723029 0.0423378
threshold=0.11500500000000001 0.081875000000000017 0.17000000000000001 -1.0000000180025095e-35 0.11924500000000002 -0.11251499999999999 -0.082594999999999988 0.090225000000000014 -0.078754999999999978 -1.0000000180025095e-35 0.096415000000000015 0.079300000000000009 -0.083784999999999984 -0.014614999999999998 -0.11242999999999999 0.078405000000000016 -0.095584999999999989 -0.082304999999999975 -0.082909999999999984 -0.060199999999999997 -0.071044999999999983 -0.14310999999999999 -0.029954999999999996
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=1 4 3 -2 6 -5 7 15 -8 -3 13 12 22 14 -9 20 21 -18 -14 -7 -1 -17 -10
right_child=2 9 -4 5 -6 19 8 10 11 -11 -12 -13 18 -15 -16 16 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0010998633206168111 0.00031407298677471748 0.00053662347322565405 0.00015438398701377585 0.00057907143057576939 0.0006848379480841691 0.00098229550404491735 0.001176330387651152 0.00066452249055468972 0.00098120838493628089 0.00081728706628048152 0.0011541436048622519 0.0007791528627139571 0.0010712946798825311 0.0010369426278226256 0.00094069870282328016 0.0011866285151418943 0.0011493653242397759 0.0010055284013375991 0.00091288030138719962 0.00078970224532633746 0.00094924167129442302 0.001355043423586128 0.0010984170324101687
leaf_weight=95 56 81 57 103 53 62 86 52 58 97 64 60 72 62 80 76 279 115 435 78 81 52 119
leaf_count=95 56 81 57 103 53 62 86 52 58 97 64 60 72 62 80 76 279 115 435 78 81 52 119
internal_value=0 0.000989461 0.000586158 0.000668352 0.00101845 0.000749852 0.00102833 0.00107386 0.00097584 0.000689767 0.000961521 0.000952618 0.000967783 0.000897794 0.000832169 0.00111534 0.00114379 0.00110747 0.000935447 0.000875245 0.00103074 0.00125532 0.00106021
internal_weight=0 2017 356 299 1839 243 1786 956 830 178 258 744 684 194 132 698 522 394 507 140 176 128 177
internal_count=2373 2017 356 299 1839 243 1786 956 830 178 258 744 684 194 132 698 522 394 507 140 176 128 177
is_linear=0
shrinkage=0.0032998


Tree=7312
num_leaves=14
num_cat=0
split_feature=14 160 1 4 160 51 50 130 51 1209 1210 48 133
split_gain=0.10897 0.0974905 0.119424 0.157418 0.134949 0.0875936 0.107901 0.100294 0.0914487 0.0864426 0.0970283 0.074873 0.031843
threshold=0.076175000000000007 -0.22466999999999995 0.081540000000000015 -0.048624999999999995 -0.43697499999999995 0.13775500000000004 0.11875500000000001 -0.050984999999999996 -0.40771999999999992 0.083050000000000013 -0.079004999999999978 0.083570000000000019 -0.0092499999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 12 -9 11 -11 -10 -3
right_child=-2 5 4 -5 -6 -7 -8 8 9 10 -12 -13 -14
leaf_value=-0.0042286547698053428 0.0094882346382059689 0.0049935162984933116 0.016467688878272147 0.0076807218080416906 0.0043967661472749664 0.0085638377764800412 -0.0048020861747657788 0.0080821901334209613 0.0012493469874953816 0.011654705021343985 0.0023314937331840799 0.0040787728045431557 0.010663880729661001
leaf_weight=52 79 65 54 79 52 71 55 78 1270 56 74 336 52
leaf_count=52 79 65 54 79 52 71 55 78 1270 56 74 336 52
internal_value=0 0.00311897 0.00635684 0.00293962 0.0105631 0.00274504 0.00253611 0.00274605 0.00243657 0.00218187 0.00636147 0.00184243 0.00752903
internal_weight=0 2294 237 131 106 2057 1986 1931 1814 1736 130 1606 117
internal_count=2373 2294 237 131 106 2057 1986 1931 1814 1736 130 1606 117
is_linear=0
shrinkage=0.16829


Tree=7313
num_leaves=13
num_cat=0
split_feature=2 2 0 2 43 4 3 2 49 0 42 49
split_gain=0.180605 0.159163 0.153305 0.0972319 0.085194 0.162231 0.122218 0.11457 0.100951 0.0829695 0.0679442 0.0646686
threshold=0.17000000000000001 -0.14847999999999997 -0.18901999999999997 -0.0091949999999999983 -0.081204999999999986 -0.50665499999999986 -0.071329999999999991 0.097145000000000023 -0.046019999999999998 -0.086284999999999987 0.087550000000000017 -0.029539999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 6 -6 7 10 -7 -10 -5 -3
right_child=-2 2 3 4 5 8 -8 -9 9 -11 -12 -13
leaf_value=0.011957958407114291 -0.0065763898791357306 0.013111187249155228 -0.0033699203487305204 0.0033638990574819008 0.010993135427115367 -0.0037646002832732398 0.0098283295405628881 -0.0017409877242466148 0.0038963977186752675 0.0010071108264321268 0.0084012784594095537 0.0052105769810686341
leaf_weight=55 57 52 78 348 54 93 96 103 424 845 98 70
leaf_count=55 57 52 78 348 54 93 96 103 424 845 98 70
internal_value=0 0.00300307 0.00278444 0.00245232 0.00267353 0.00194096 0.004279 0.00330536 0.00158074 0.0019739 0.0044748 0.00859278
internal_weight=0 2316 2261 2139 2061 1416 645 549 1362 1269 446 122
internal_count=2373 2316 2261 2139 2061 1416 645 549 1362 1269 446 122
is_linear=0
shrinkage=0.16829


Tree=7314
num_leaves=11
num_cat=0
split_feature=151 2 14 1186 130 402 402 2 133 1213
split_gain=0.160404 0.114242 0.144707 0.119762 0.106918 0.0755238 0.195015 0.104625 0.0826563 0.0667051
threshold=0.084350000000000008 0.16730000000000003 -0.22253999999999999 0.0044650000000000011 -0.015559999999999999 0.02938 0.088375000000000023 -0.0091949999999999983 0.087985000000000022 -0.097649999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6 -9 -8
right_child=-2 -3 3 -5 5 6 9 8 -10 -11
leaf_value=0.0088552482052849484 0.0098677026415140822 -0.0055162467706304751 0.0077352221877597443 -0.0042611626275295576 -0.0030008410106004556 -0.0088701929736227023 -0.0029496044930772706 0.0034381810944127166 0.00075287555289288649 0.0037980012522777864
leaf_weight=90 77 55 95 84 97 63 58 1156 454 144
leaf_count=90 77 55 95 84 97 63 58 1156 454 144
internal_value=0 0.00205181 0.00223836 0.00196066 0.00221438 0.0019475 -0.000690517 0.00235809 0.00268207 0.00185168
internal_weight=0 2296 2241 2151 2067 1972 265 1707 1610 202
internal_count=2373 2296 2241 2151 2067 1972 265 1707 1610 202
is_linear=0
shrinkage=0.16829


Tree=7315
num_leaves=22
num_cat=0
split_feature=48 12 0 34 4 15 12 52 4 124 49 49 52 0 4 0 13 133 402 4 0
split_gain=0.130798 0.0999327 0.171639 0.114129 0.0872912 0.0963116 0.32039 0.163052 0.140017 0.0924206 0.0938383 0.0858663 0.0734956 0.114163 0.0997126 0.0586793 0.0722082 0.146266 0.0902182 0.0471903 0.0382751
threshold=0.13252500000000003 -0.092124999999999985 -0.099059999999999995 -1.0000000180025095e-35 -0.03463999999999999 -0.032704999999999991 0.079570000000000016 -0.014759999999999997 -0.011154999999999998 -0.077084999999999987 -0.076494999999999994 -0.043469999999999995 0.091820000000000013 -0.067094999999999988 -0.080429999999999988 -0.098524999999999988 -0.085764999999999994 -0.062749999999999986 0.088375000000000023 -0.072054999999999994 -0.087219999999999978
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 2 -1 -3 12 9 -7 8 -8 -6 -11 -12 15 14 -14 -5 17 -17 -18 -16 -9
right_child=-2 3 -4 4 5 6 7 20 -10 10 11 -13 13 -15 19 16 18 -19 -20 -21 -22
leaf_value=0.0025143879893995821 -0.0065718160458245528 0.0086326564877363364 -0.010166751126186837 0.0089408458140733081 -0.0051060198437981172 -0.013748474103841566 9.4666167343990822e-06 -0.00094797499292134267 0.011501296579009288 0.0076860291748954875 -0.004729438963887468 0.0020999604851110105 -0.0062859840995365323 0.0064365262204041122 0.0052471083383145503 0.00508904462931803 0.0032842493262747689 -0.0068302122399392018 0.009703931718488679 -0.0011694438919254762 -0.007169800615244807
leaf_weight=70 55 71 53 57 53 53 70 61 53 78 57 596 76 70 53 62 512 55 71 83 53
leaf_count=70 55 71 53 57 53 53 70 61 53 78 57 596 76 70 53 62 512 55 71 83 53
internal_value=0 0.00172612 -0.00293524 0.00198947 0.0017654 0.000699286 -0.00191815 0.000719869 0.00497584 0.00166976 0.00216349 0.00150107 0.00286569 0.000539214 -0.00139954 0.00372998 0.0033031 -0.000498669 0.00406914 0.00131791 -0.00385634
internal_weight=0 2307 123 2184 2113 1074 290 237 123 784 731 653 1039 282 212 757 700 117 583 136 114
internal_count=2362 2307 123 2184 2113 1074 290 237 123 784 731 653 1039 282 212 757 700 117 583 136 114
is_linear=0
shrinkage=0.16829


Tree=7316
num_leaves=18
num_cat=0
split_feature=1 42 483 1453 157 34 1213 403 132 2 403 16 2 133 2 42 42
split_gain=0.14149 0.11094 0.120876 0.109058 0.120103 0.0981032 0.0849735 0.105153 0.101923 0.118776 0.0840964 0.0849834 0.16809 0.119075 0.050483 0.0503224 0.0200738
threshold=0.14804000000000003 0.091545000000000015 0.0093900000000000008 -0.064249999999999988 0.084490000000000023 -1.0000000180025095e-35 -0.058539999999999995 -0.087094999999999992 0.092880000000000004 0.12358500000000001 0.03138500000000001 -0.082354999999999984 0.092855000000000007 0.048695000000000009 0.114805 0.086825000000000013 0.10691000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 5 -5 7 -7 9 -8 11 13 16 -3 -14 -9 -13
right_child=-2 2 -4 4 -6 6 8 15 -10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=-0.00375237656926418 -0.0072352801748431991 -0.011509987149060562 0.0059040262080889859 0.0091167971281640899 -0.0038166130387823597 0.011714439303508633 0.0018684788399609298 0.0052778036620397132 -0.0035082690606535933 0.0083222457462646948 0.0042987303935623049 0.001241245425099347 -0.008892054350411514 -0.0007676526177332302 -0.001997212159908363 -0.00093829690626155541 0.0053867398112125413
leaf_weight=86 54 62 67 65 84 57 1167 118 91 87 56 77 62 56 60 53 60
leaf_count=86 54 62 67 65 84 57 1167 118 91 87 56 77 62 56 60 53 60
internal_value=0 0.0014743 -0.000741745 0.00208814 0.00238087 0.00269979 0.00243348 0.00544199 0.00192215 0.00231766 -0.00177422 -0.00268107 -0.000967426 -0.00642716 -0.00551587 0.00334067 0.0030699
internal_weight=0 2308 500 1808 1722 1638 1573 228 1345 1254 433 377 259 118 122 171 137
internal_count=2362 2308 500 1808 1722 1638 1573 228 1345 1254 433 377 259 118 122 171 137
is_linear=0
shrinkage=0.16829


Tree=7317
num_leaves=14
num_cat=0
split_feature=11 52 11 1375 0 4 16 403 1213 0 4 43 15
split_gain=0.0925581 0.139155 0.124163 0.0975037 0.125275 0.146895 0.08295 0.066844 0.158939 0.0818956 0.111893 0.0857258 0.0500028
threshold=0.085155000000000022 -0.082354999999999984 0.075910000000000019 -0.093609999999999985 -0.17785499999999996 0.51326500000000019 -0.42618999999999996 -0.088434999999999986 -0.012529999999999998 -0.10264999999999998 -0.0058549999999999991 -0.093419999999999989 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 7 -5 8 -6 10 -9 -11 -10
right_child=1 -3 -4 4 5 -7 -8 9 12 11 -12 -13 -14
leaf_value=-0.0057244435971038257 0.0018883483216675062 -0.01003256689221179 0.0085466301694700712 0.0016531991952351659 0.01199117776050829 -0.0065601097113847382 0.010780538110270929 -0.0085612101478519369 0.0031139408796198348 0.0046194347727420669 0.00022200012912113916 0.00073519618634497561 -0.0023272429056581121
leaf_weight=58 59 52 65 52 52 71 63 59 195 185 134 1254 63
leaf_count=58 59 52 65 52 52 71 63 59 195 185 134 1254 63
internal_value=0 -0.00368004 0.00129435 0.00107789 0.00126413 0.000954466 0.00666902 0.00123013 0.00349724 0.000798385 -0.00245371 0.00123581 0.00177832
internal_weight=0 111 2251 2186 2128 2013 115 1942 310 1632 193 1439 258
internal_count=2362 111 2251 2186 2128 2013 115 1942 310 1632 193 1439 258
is_linear=0
shrinkage=0.16829


Tree=7318
num_leaves=22
num_cat=0
split_feature=1 1 16 3 123 2 16 2 3 12 0 157 2 474 49 133 3 402 12 0 3
split_gain=12.0425 2.55197 1.74375 1.0372 0.916351 0.723347 0.419654 0.565451 0.374964 0.390821 0.354143 0.145458 0.220352 0.160948 0.184722 0.130006 0.143837 0.129531 0.108624 0.103104 0.0369803
threshold=0.104035 0.12450500000000002 0.12292000000000002 0.30835000000000007 1.0000000180025095e-35 0.12551500000000002 -0.0096099999999999988 0.11252000000000002 0.09722500000000002 0.09334000000000002 -0.042364999999999993 -0.022224999999999998 0.090050000000000005 0.083855000000000013 0.085870000000000016 -0.41432999999999992 -0.075849999999999987 0.082915000000000016 0.089150000000000021 -0.083674999999999986 -0.071814999999999976
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=4 2 6 10 5 8 7 -2 9 11 -3 13 17 -1 -15 -11 19 -13 -14 -17 -18
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 15 -12 12 18 14 -16 16 20 -19 -20 -21 -22
leaf_value=0.0015415655266339358 0.00098253732211245294 0.00069138119017107271 0.001284905152905666 5.2461475294404235e-05 0.00085956070321181993 0.00087540495889120145 0.00048035137284136993 0.00060437534468582392 0.0010223837448571529 0.0013531054228906882 0.00034655372653943131 0.0012972823844156719 0.001140065635673447 0.0012674766918637187 0.0015053036321592973 0.0010825596651284379 0.0010075523181452596 0.0014110436838974609 0.0012904005028909968 0.0012532540804836723 0.0011304192905312409
leaf_weight=57 90 81 79 68 66 53 61 84 66 52 55 601 139 131 52 52 53 144 94 205 79
leaf_count=57 90 81 79 68 66 53 61 84 66 52 55 601 139 131 52 52 53 144 94 205 79
internal_value=0 0.000673448 0.000860225 0.000385785 0.00124305 0.00125726 0.00071731 0.000800179 0.00126898 0.00127876 0.000552188 0.00130954 0.00129113 0.0013844 0.00133525 0.00119369 0.00117229 0.00131932 0.00120087 0.00121885 0.00108135
internal_weight=0 518 314 204 1844 1778 235 174 1725 1659 136 1218 978 240 183 441 389 745 233 257 132
internal_count=2362 518 314 204 1844 1778 235 174 1725 1659 136 1218 978 240 183 441 389 745 233 257 132
is_linear=0
shrinkage=0.0032998


Tree=7319
num_leaves=22
num_cat=0
split_feature=3 3 39 41 10 15 3 3 15 15 3 1186 3 157 3 3 3 1456 3 133 3
split_gain=4.25164 1.29448 0.981128 0.367699 0.312919 0.399107 0.211818 0.30022 0.258193 0.20315 0.160315 0.153611 0.167675 0.127808 0.151704 0.263323 0.0652907 0.060178 0.0396121 0.0334014 0.0133256
threshold=-0.06340999999999998 0.30112000000000005 0.081875000000000017 0.08110500000000001 -1.0000000180025095e-35 -0.23071999999999995 0.11372500000000001 -0.0053599999999999993 -1.0000000180025095e-35 -0.23041999999999999 -0.0083149999999999977 0.062435000000000011 -0.081024999999999986 -0.10151999999999999 -0.21779999999999997 -0.14070999999999997 -0.049509999999999992 -0.049894999999999995 -0.072579999999999992 0.31405000000000005 -0.068864999999999996
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 6 9 -4 -6 7 16 -9 -1 -7 12 13 -11 -15 -16 -2 -14 19 -19 -20
right_child=1 -3 4 -5 5 10 -8 8 -10 11 -12 -13 17 14 15 -17 -18 18 20 -21 -22
leaf_value=0.00077455607173998703 0.00081564612308598504 0.00030420974028137971 0.00034035479201243737 0.00072319594657133655 0.00038618810221096895 0.00061924080695196213 0.00067980780548852814 0.00083812473351382172 0.0011017844524039754 0.0011785443822933796 0.00086698003213495425 0.00080364595916362599 0.0010507750957846043 0.00084645748318790104 0.0012481979582914771 0.0010030847095476854 0.00064440872800140998 0.00096375967340867931 0.00082314583848698184 0.0008760006598125601 0.00090921374412229804
leaf_weight=54 52 97 59 66 55 67 85 91 76 52 52 52 53 63 52 825 52 277 52 70 60
leaf_count=54 52 97 59 66 55 67 85 91 76 52 52 52 53 63 52 825 52 277 52 70 60
internal_value=0 0.000658062 0.000716276 0.000966662 0.000549352 0.000620017 0.000825428 0.000870972 0.000958325 0.000976621 0.000727793 0.000983611 0.000989809 0.00101529 0.00100622 0.00101766 0.000730366 0.000940371 0.000927546 0.000946158 0.000869568
internal_weight=0 686 589 1676 233 174 356 271 167 1610 119 1556 1504 992 940 877 104 512 459 347 112
internal_count=2362 686 589 1676 233 174 356 271 167 1610 119 1556 1504 992 940 877 104 512 459 347 112
is_linear=0
shrinkage=0.0032998


Tree=7320
num_leaves=14
num_cat=0
split_feature=1456 15 4 0 0 9 13 11 1186 402 3 1 2
split_gain=0.169014 0.191617 0.119786 0.0919007 0.286374 0.190024 0.112915 0.101261 0.104072 0.0867358 0.0753328 0.064022 0.0188943
threshold=-0.071109999999999993 0.082725000000000007 -0.0065299999999999993 -0.13740499999999997 -0.10803999999999998 -1.0000000180025095e-35 -0.24588999999999997 0.093970000000000012 0.083355000000000012 0.12933500000000003 0.092330000000000009 0.098420000000000021 0.11237500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 -6 -7 8 9 -8 11 -2 -12
right_child=3 -3 -4 4 5 6 7 -9 -10 -11 12 -13 -14
leaf_value=0.006559523539812759 0.0047828034705990506 0.00023762738059089966 0.017789823118804084 0.011674557022746933 -0.0066100450042676211 -0.004776483612565008 0.0032525541984315016 -0.0039971794782794022 0.010688472078753652 -0.0036551545086375183 -0.0057241096430825349 -0.0020856293340093777 -0.0015381970375654358
leaf_weight=54 100 58 55 101 63 54 1555 56 52 53 54 62 74
leaf_count=54 100 58 55 101 63 54 1555 56 52 53 54 62 74
internal_value=0 0.00808401 0.0122427 0.00252679 0.00294578 0.00246383 0.00278782 0.0030269 0.00326494 0.00302376 -0.00026122 0.00214305 -0.00331816
internal_weight=0 167 109 2224 1934 1833 1770 1716 1660 1608 290 162 128
internal_count=2391 167 109 2224 1934 1833 1770 1716 1660 1608 290 162 128
is_linear=0
shrinkage=0.16829


Tree=7321
num_leaves=15
num_cat=0
split_feature=43 0 1456 10 48 0 1210 1212 14 48 43 15 1456 15
split_gain=0.124229 0.204477 0.174648 0.141877 0.174339 0.124081 0.115939 0.10004 0.103407 0.100906 0.0810663 0.0939523 0.0552055 0.051199
threshold=0.033005000000000007 -0.10803999999999998 -0.006794999999999999 -0.086389999999999981 0.12737000000000001 -0.085719999999999977 -0.095909999999999981 0.090080000000000007 0.018475000000000002 0.093265000000000015 0.099260000000000015 0.091735000000000025 -0.087454999999999991 -0.013349999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 6 -1 -5 8 9 -8 11 -3 -7 -12
right_child=1 10 3 4 -6 12 7 -9 -10 -11 13 -13 -14 -15
leaf_value=0.011945929704840753 0.014030955254688829 0.011981865096191072 -0.0067700378247801292 -0.0056647557463842058 -0.0070071138157558012 -0.00053190584467606775 0.0032909115007658542 -0.002930689935153614 -0.004512143302158534 -0.0013408135855285208 -0.0016377677185932177 0.0022680766585695864 0.0069822016150629506 0.0040151871929871991
leaf_weight=78 63 55 58 54 63 56 1368 99 56 147 89 59 54 92
leaf_count=78 63 55 58 54 63 56 1368 99 56 147 89 59 54 92
internal_value=0 0.00531843 0.00191446 0.00141532 0.00168199 0.00680338 0.00200056 0.0022495 0.00257708 0.00284031 0.0034517 0.00697031 0.00314051 0.00122563
internal_weight=0 358 2033 1845 1787 188 1724 1670 1571 1515 295 114 110 181
internal_count=2391 358 2033 1845 1787 188 1724 1670 1571 1515 295 114 110 181
is_linear=0
shrinkage=0.16829


Tree=7322
num_leaves=21
num_cat=0
split_feature=480 42 403 131 403 1 13 13 0 13 14 2 123 1 1204 13 52 2 42 475
split_gain=0.122024 0.126913 0.142726 0.139158 0.192559 0.179668 0.107883 0.0978999 0.120794 0.138151 0.0890714 0.218604 0.0840656 0.0952823 0.0626108 0.0780874 0.0648692 0.0609899 0.220811 0.0699582
threshold=-0.020629999999999999 0.065960000000000019 -0.53454499999999994 0.10014500000000001 -0.15140999999999996 0.11130500000000002 0.024780000000000003 0.064420000000000019 -0.072864999999999985 0.15578000000000003 -1.0000000180025095e-35 0.11237500000000002 0.088305000000000008 0.10892500000000001 -0.064464999999999981 -0.054464999999999993 0.090755000000000016 0.087575000000000014 0.084895000000000012 -0.016104999999999998
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 -3 5 -5 7 12 14 9 -9 -7 -12 13 17 -2 -16 -17 19 -19 -4
right_child=1 2 6 4 -6 10 -8 8 -10 -11 11 -13 -14 -15 15 16 -18 18 -20 -21
leaf_value=-0.0050021878420633426 -0.0015585401785882826 -0.0048429401169600783 -0.002355170098394541 -0.001346189837180211 0.011461933961854199 -0.0096452718242356159 0.01100703367662401 -0.011702315078282953 0.0028011701649504955 -0.00011451398692912533 -0.0090282463890932491 0.0033869983861370108 -0.0029786242655361742 0.0087614902935228868 -0.002734960640582837 0.0031449849292038761 0.0088139042353114032 0.014809678754337722 0.0032739648032147337 0.002969544721877358
leaf_weight=68 89 55 87 57 79 57 58 52 97 67 70 94 53 102 55 411 67 54 370 349
leaf_count=68 89 55 87 57 79 57 58 52 97 67 70 94 53 102 55 411 67 54 370 349
internal_value=0 0.00222277 0.00350373 0.00101213 0.00608061 0.000359526 0.00393324 0.00148677 -0.00159481 -0.00519319 -0.0039067 -0.00190124 0.00352725 0.00388755 0.00255979 0.00325084 0.00394334 0.00330739 0.00474737 0.00190292
internal_weight=0 2323 1128 1195 136 1059 1073 838 216 119 221 164 1015 962 622 533 478 860 424 436
internal_count=2391 2323 1128 1195 136 1059 1073 838 216 119 221 164 1015 962 622 533 478 860 424 436
is_linear=0
shrinkage=0.16829


Tree=7323
num_leaves=15
num_cat=0
split_feature=480 43 9 43 16 11 2 4 49 12 51 2 49 12
split_gain=0.0844414 0.0888207 0.145654 0.0884008 0.0910046 0.0782285 0.193309 0.0818208 0.0786156 0.12689 0.0810529 0.0761068 0.0551338 0.0546175
threshold=-0.020629999999999999 0.0047850000000000011 -1.0000000180025095e-35 0.26667500000000005 -0.23071499999999998 0.080150000000000013 0.10428500000000002 -0.47860499999999995 0.11447000000000002 -0.094119999999999995 -0.10830999999999999 0.09036000000000001 0.13302000000000003 0.093995000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -7 -4 9 -9 -11 -6 -10 -5
right_child=1 3 5 13 11 6 -8 8 12 10 -12 -13 -14 -15
leaf_value=-0.0041603706920623684 -0.0065108845201011 0.011539800940378488 0.007731182991605896 -0.0034413556295298719 0.0074013900174111002 -0.009716578964050232 0.0030662909329587738 0.0095385905984480841 -0.0057822130400491121 0.0065697485946171986 0.0014281408105330175 0.00077835902482596155 0.000914581484354921 0.0034973932543834901
leaf_weight=68 64 63 67 55 101 57 81 62 63 93 1366 97 77 77
leaf_count=68 64 63 67 55 101 57 81 62 63 93 1366 97 77 77
internal_value=0 0.00184857 0.0013776 0.00415691 0.00595265 0.00164912 -0.00220057 0.00195761 0.00172363 0.00207549 0.00175711 0.00416585 -0.00208614 0.000592637
internal_weight=0 2323 1930 393 261 1866 138 1728 1661 1521 1459 198 140 132
internal_count=2391 2323 1930 393 261 1866 138 1728 1661 1521 1459 198 140 132
is_linear=0
shrinkage=0.16829


Tree=7324
num_leaves=18
num_cat=0
split_feature=1 123 3 3 2 0 49 3 123 2 150 3 13 42 0 16 3
split_gain=18.4706 4.2419 3.0751 2.34754 0.938533 0.649655 0.548301 0.528348 0.597073 0.412096 0.333741 0.379759 0.352497 0.320521 0.318041 0.206203 0.128016
threshold=0.11831500000000002 0.080635000000000012 0.10812000000000001 -0.058704999999999993 0.090115000000000015 -0.14076499999999997 -0.077819999999999986 0.32329500000000005 0.087755000000000014 0.12454500000000002 0.10635000000000001 0.06269000000000001 -0.097199999999999995 0.077855000000000021 -0.079249999999999987 0.0055300000000000011 -0.07964499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 10 -6 -3 8 -5 13 11 12 -1 15 -14 -7 -15
right_child=3 6 -4 7 5 9 -8 -9 -10 -11 -12 -13 14 16 -16 -17 -18
leaf_value=0.0017299253442246846 0.00097229224860189074 0.0010086933380236451 0.00078784233637717858 0.00053127181129501027 0.0010454484045768276 0.0012259158327878746 0.000565536186624553 5.4300300032944099e-09 0.00011184488860036908 0.0010999352275361065 0.0012116118891817328 0.0017646477603127455 0.0014881577324037819 0.0015333713716777454 0.0013391545841184064 0.0014020323934155617 0.001393854555062695
leaf_weight=56 71 54 90 100 83 166 71 55 59 63 52 52 769 144 203 138 165
leaf_count=56 71 54 90 100 83 166 71 55 59 63 52 52 769 144 203 138 165
internal_value=0 0.00134744 0.00138466 0.000452157 0.00141305 0.00132282 0.000757262 0.000279424 0.000375857 0.00135682 0.00147352 0.0014861 0.00147197 0.00138316 0.00145708 0.00130598 0.00145899
internal_weight=0 2106 1981 285 1891 759 125 214 159 676 1132 1080 1028 613 972 304 309
internal_count=2391 2106 1981 285 1891 759 125 214 159 676 1132 1080 1028 613 972 304 309
is_linear=0
shrinkage=0.0032998


Tree=7325
num_leaves=20
num_cat=0
split_feature=4 3 3 43 4 41 15 4 3 43 4 3 15 15 42 43 15 133 39
split_gain=22.2187 7.35683 2.42037 2.70552 1.1564 0.749861 0.692164 0.571209 1.06572 0.405299 0.351467 0.190135 0.16576 0.148604 0.146856 0.130218 0.128618 0.113434 0.0954896
threshold=0.30163500000000004 -0.06340999999999998 0.25468500000000005 -0.035884999999999993 0.053255000000000004 0.075585000000000013 -0.41880499999999993 -0.030434999999999993 0.091170000000000015 -0.090214999999999976 0.51286500000000013 -0.24154499999999998 -0.073404999999999984 -0.096114999999999992 -1.0000000180025095e-35 0.015110000000000002 -0.040804999999999994 -0.41432999999999992 0.086670000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 11 10 -5 14 -3 -2 -1 -6 -13 -9 16 -15 -17 -11
right_child=6 2 -4 7 12 -7 -8 8 -10 18 -12 13 -14 15 -16 17 -18 -19 -20
leaf_value=0.0010513367734392091 0.00040292143883616813 0.00073838209094249495 9.5914273022270404e-05 0.0012595411546286659 0.0010982421745435707 0.0016332782894530719 -0.00013362574241508447 0.00099738658697104518 0.00056501160760465954 0.00049087675018120167 7.035006182694656e-05 0.0013852793685986686 0.00089242535124962831 0.0011936430472279749 0.0012390647613485372 0.001281153010200774 0.0012846376391967213 0.0011020702931851065 0.00028922509780494741
leaf_weight=52 64 57 52 96 80 59 103 56 56 53 76 99 99 234 59 63 778 118 52
leaf_count=52 64 57 52 96 80 59 103 56 56 53 76 99 99 234 59 63 778 118 52
internal_value=0 0.00112657 0.000769009 0.000850514 0.00123526 0.00126722 7.1482e-05 0.00105476 0.000939588 0.000513669 0.000222634 0.00125112 0.000984607 0.00125913 0.00112168 0.00124864 0.00126363 0.0011646 0.000391347
internal_weight=0 2063 481 429 1582 1403 243 267 171 162 140 1344 179 1292 115 1193 1012 181 105
internal_count=2306 2063 481 429 1582 1403 243 267 171 162 140 1344 179 1292 115 1193 1012 181 105
is_linear=0
shrinkage=0.0032998


Tree=7326
num_leaves=17
num_cat=0
split_feature=160 16 50 48 402 13 2 16 474 16 12 3 160 2 13 16
split_gain=0.170096 0.127729 0.0887253 0.0927084 0.115622 0.111605 0.0989531 0.127079 0.0999307 0.0926872 0.167987 0.14971 0.0823406 0.0813517 0.0677895 0.0337224
threshold=-0.52641999999999989 -0.26987499999999992 0.13695500000000002 0.099240000000000009 0.11232500000000002 -0.057284999999999996 0.106285 -0.067534999999999998 0.023345000000000001 -0.019164999999999998 0.085665000000000005 -0.13088999999999998 0.081905000000000019 0.11144000000000001 -0.079299999999999995 -0.48950499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 6 -5 9 -8 -9 10 -3 -11 13 15 -15 -2
right_child=1 2 -4 5 -6 -7 7 8 -10 11 -12 -13 -14 14 -16 -17
leaf_value=0.011072509310469556 0.0045383825102926446 -0.0014095421218344849 0.01078463812456595 0.0027358014717166063 0.0093197313423953043 0.012153221963510938 0.0075524227040680353 -0.0039764374966530002 0.0043231805191974136 0.01304685471281089 0.0040369619832319676 0.0043471762999474561 0.0057784954590423239 -0.0002543375843180353 -0.0084600738526985735 -0.0010912183614159451
leaf_weight=87 63 224 53 66 90 79 52 153 56 63 561 527 60 57 58 57
leaf_count=87 63 224 53 66 90 79 52 153 56 63 561 527 60 57 58 57
internal_value=0 0.00347616 0.00397617 0.00378235 0.00343714 0.00787906 0.00311243 0.000101261 -0.00174402 0.0036827 0.00248051 0.00527917 0.000208996 -0.00120536 -0.00440851 0.00184935
internal_weight=0 2219 1924 1871 1726 145 1636 261 209 1375 785 590 295 235 115 120
internal_count=2306 2219 1924 1871 1726 145 1636 261 209 1375 785 590 295 235 115 120
is_linear=0
shrinkage=0.16829


Tree=7327
num_leaves=25
num_cat=0
split_feature=3 13 12 43 12 2 3 43 0 16 2 42 3 157 376 3 156 12 160 2 3 42 15 15
split_gain=9.25748 3.8314 1.39867 1.02289 1.00036 0.860555 0.729436 0.545844 0.439844 0.401068 0.329295 0.288177 0.21421 0.184965 0.173657 0.129975 0.126376 0.10726 0.106684 0.112952 0.0487646 0.0290181 0.0288405 0.0695143
threshold=-0.050489999999999993 -0.0016149999999999999 0.054520000000000006 0.12344500000000001 0.095565000000000011 0.11556500000000001 0.30112000000000005 -0.049914999999999994 -0.045754999999999997 -0.040484999999999993 0.12358500000000001 -0.07793499999999999 0.094285000000000008 -0.069619999999999987 1.0000000180025095e-35 -0.11327499999999999 0.087205000000000019 0.11156500000000001 -0.43346499999999993 0.090115000000000015 -0.094679999999999986 -0.091214999999999977 0.097020000000000009 0.081915000000000016
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 -1 6 8 9 7 14 11 -3 15 20 -11 16 -2 -6 -13 22 -15 -20 -4 -22 23 -17
right_child=1 5 4 -5 10 -7 -8 -9 -10 12 -12 13 -14 18 -16 17 -18 -19 19 -21 21 -23 -24 -25
leaf_value=0.00061958673569796423 0.00024018300335223276 0.00091289429641986796 0.0010003519439954003 0.00086674279839005707 0.0011898636507169122 0.00066672745741661369 0.000103902496154948 0.00075860185741262454 0.0015148888582435514 0.0013679226316330006 0.00078761279928447122 0.0014157582854173287 0.0010700107963245598 0.0013245500921323992 0.0004679144897331285 0.0010412646002737657 0.0012225481337151643 0.00091604947220985449 0.0012158388100927495 0.0011127570098789061 0.0011686015354947959 0.0010686719327757757 0.0010039406577558644 0.0011846214219725217
leaf_weight=53 66 85 55 52 77 75 84 53 52 54 54 90 55 79 84 114 70 69 533 161 85 74 69 63
leaf_count=53 66 85 55 52 77 75 84 53 52 54 54 90 55 79 84 114 70 69 533 161 85 74 69 63
internal_value=0 0.000673951 0.00114863 0.000440419 0.00116565 0.000968122 0.000363053 0.000470115 0.00121545 0.00108446 0.00103171 0.00120184 0.00121792 0.0012272 0.000367947 0.00106524 0.00133145 0.00103467 0.00120557 0.00119198 0.00109113 0.00112232 0.0010678 0.00109249
internal_weight=0 608 1698 339 1645 269 287 203 1199 194 446 1147 109 933 150 392 160 315 773 694 214 159 246 177
internal_count=2306 608 1698 339 1645 269 287 203 1199 194 446 1147 109 933 150 392 160 315 773 694 214 159 246 177
is_linear=0
shrinkage=0.0032998


Tree=7328
num_leaves=13
num_cat=0
split_feature=4 4 41 1186 3 12 1443 0 0 49 158 42
split_gain=0.212893 0.158795 0.120863 0.123935 0.118605 0.0890197 0.0889562 0.0957219 0.198889 0.102876 0.0768639 0.00953751
threshold=0.26665000000000005 0.51743500000000009 0.075585000000000013 0.060550000000000007 -0.00094999999999999989 0.12594000000000002 1.0000000180025095e-35 -0.14151499999999997 -0.10946999999999998 -0.0094199999999999978 1.0000000180025095e-35 0.082755000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 11 6 7 9 -9 -1 -10 -2
right_child=1 -3 -4 -5 -6 -7 -8 8 10 -11 -12 -13
leaf_value=0.014289895226473379 -0.00032746654733693418 0.0069321050700183471 0.011032378720372975 -0.0038263631887267557 -0.0067819475769815294 0.010827062204546109 0.011085318848408639 -0.0045090379799437082 0.0044990658031053765 0.0045759887422378992 0.00032658541102311203 0.002732474287420818
leaf_weight=52 60 64 78 52 102 61 53 79 1435 78 138 54
leaf_count=52 60 64 78 52 102 61 53 79 1435 78 138 54
internal_value=0 -0.000422863 0.00452208 0.00426048 -0.00261043 0.00448321 0.00427135 0.00406768 0.00371974 0.00847537 0.00413415 0.00110622
internal_weight=0 280 2026 1948 216 1896 1835 1782 1652 130 1573 114
internal_count=2306 280 2026 1948 216 1896 1835 1782 1652 130 1573 114
is_linear=0
shrinkage=0.16829


Tree=7329
num_leaves=17
num_cat=0
split_feature=1 124 52 50 0 0 124 11 11 1 49 1 160 3 0 12
split_gain=13.0192 1.54717 1.25422 1.34257 0.683608 0.535073 0.520458 0.310139 0.434856 0.293321 0.245205 0.19864 0.155154 0.181721 0.171918 0.123875
threshold=0.10752500000000002 -0.076779999999999987 -0.23742499999999997 0.11700000000000001 0.12539500000000003 -0.057864999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 0.082485000000000017 0.12007000000000002 -0.047749999999999994 0.13662500000000002 -0.52641999999999989 0.091170000000000015 -0.068484999999999976 0.083970000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 7 6 -4 10 -9 -8 15 -7 -12 14 -14 -3
right_child=2 4 3 -5 -6 11 9 8 -10 -11 12 -13 13 -15 -16 -17
leaf_value=0.0006896692676054922 0.00098893083333300639 0.00090650372444397455 0.00018632957840474359 0.00093502663060592321 0.00078775392666021772 0.00030678362185644154 0.00070799676522481278 0.001562897320065352 0.0011639874876513657 0.00042234298749298726 0.0013331957284394766 2.9420442657150304e-05 0.0011891578740759489 0.00099817472481980194 0.0010693900502508047 0.0011096629933213191
leaf_weight=79 52 57 56 52 52 62 75 53 71 84 67 52 1184 69 154 87
leaf_count=79 52 57 56 52 52 62 75 53 71 84 67 52 1184 69 154 87
internal_value=0 0.00114271 0.000507664 0.000441887 0.00116264 0.000363837 0.000460844 0.00117381 0.00133477 0.000557307 0.00116146 0.000180576 0.00117432 0.00116673 0.0011754 0.00102949
internal_weight=0 1873 433 381 1794 329 215 1742 124 159 1618 114 1474 1407 1338 144
internal_count=2306 1873 433 381 1794 329 215 1742 124 159 1618 114 1474 1407 1338 144
is_linear=0
shrinkage=0.0032998


Tree=7330
num_leaves=32
num_cat=0
split_feature=2 12 2 13 39 12 2 12 16 12 2 2 2 0 13 0 2 16 0 12 42 42 16 42 0 475 16 13 13 13 12
split_gain=6.97814 2.46266 0.962773 0.852916 1.47347 0.789635 0.706222 0.449031 0.295702 0.212331 0.259647 0.168841 0.167847 0.189078 0.148721 0.136325 0.180118 0.158377 0.0913159 0.0662852 0.0995529 0.0994002 0.0777674 0.0789072 0.0714096 0.0608516 0.0490914 0.0729198 0.0582552 0.0269144 0.0260769
threshold=0.11517500000000001 0.083425000000000013 -1.0000000180025095e-35 -0.099939999999999987 0.092310000000000017 0.090135000000000007 0.10272000000000002 0.092495000000000008 -0.059624999999999991 0.08073000000000001 0.092235000000000025 0.083855000000000013 0.087610000000000007 -0.088884999999999978 -1.0000000180025095e-35 -0.071844999999999978 0.10428500000000002 -0.092714999999999978 -0.064804999999999988 0.086275000000000004 0.085790000000000019 0.08400500000000001 -0.034884999999999992 -0.07793499999999999 -0.084824999999999984 -0.0056899999999999997 -0.071854999999999988 -0.072559999999999986 -0.0097099999999999981 -0.012899999999999998 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -2 5 -5 9 12 -1 10 11 -4 19 -14 -8 17 18 -9 -17 20 21 -3 23 -21 -25 -15 28 -28 -19 30 -27
right_child=3 7 6 4 -6 -7 14 15 -10 -11 -12 -13 13 25 -16 16 -18 26 -20 22 -22 -23 -24 24 -26 29 27 -29 -30 -31 -32
leaf_value=0.00033670723306543728 0.00018410263876252267 0.0011855824720358869 0.00093719766939996002 0.00047832979185578054 9.0484543217591632e-05 0.00089778875541823508 0.00051952955362214175 0.00088307639302667544 0.00067196977752778848 0.00075956923272592596 0.00083939019468992843 0.0011810904149681277 0.00089084055010640254 0.0011525388058624296 0.00075628787521417719 0.0009240893937492512 0.0010341783148647319 0.0011878177564895939 0.00074720216620558064 0.00101916198204944 0.0012620563965717857 0.0010232571769708868 0.0010014757577859986 0.0010972814780526874 0.001231952283531638 0.0010052994063591454 0.001100974443750166 0.00094938981825930637 0.0010313714579483965 0.00096992211696909176 0.0011065696082668646
leaf_weight=56 87 103 53 94 56 103 57 89 60 52 74 82 87 78 62 61 72 52 75 71 79 77 92 114 81 60 60 101 66 57 84
leaf_count=56 87 103 53 94 56 103 57 89 60 52 74 82 87 78 62 61 72 52 75 71 79 77 92 114 81 60 60 101 66 57 84
internal_value=0 0.000977104 0.000774308 0.000466544 0.000563529 0.00069782 0.00085477 0.0010416 0.000510423 0.000951108 0.000998594 0.0010856 0.00108477 0.00102759 0.000643179 0.000967873 0.000898754 0.00100684 0.0008268 0.00111863 0.00116092 0.00111634 0.00108793 0.0011177 0.0011534 0.0010701 0.0010462 0.0010061 0.00110061 0.00103794 0.00106462
internal_weight=0 2055 496 340 253 197 380 1559 116 261 209 135 983 366 119 576 208 368 136 617 259 180 358 266 195 279 279 161 118 201 144
internal_count=2395 2055 496 340 253 197 380 1559 116 261 209 135 983 366 119 576 208 368 136 617 259 180 358 266 195 279 279 161 118 201 144
is_linear=0
shrinkage=0.0032998


Tree=7331
num_leaves=29
num_cat=0
split_feature=12 12 43 15 15 43 43 12 15 43 132 483 13 483 52 52 43 48 15 15 51 13 12 43 12 131 51 51
split_gain=0.177518 0.337915 0.203816 0.106398 0.224922 0.0978668 0.117259 0.12984 0.096182 0.0918231 0.247216 0.0909173 0.114251 0.0902969 0.0859088 0.0864839 0.0822191 0.109742 0.078916 0.0757759 0.0830694 0.0674091 0.05312 0.0994368 0.077318 0.0441168 0.0425646 0.0294171
threshold=0.083425000000000013 0.08073000000000001 -0.11278499999999998 0.016500000000000004 -0.029334999999999996 -0.088349999999999998 -0.011764999999999998 -0.089089999999999989 -0.039984999999999993 -0.23919999999999997 0.08696000000000001 0.10166000000000001 -0.088589999999999988 0.085765000000000022 0.10160000000000001 0.40391000000000005 0.0054600000000000004 0.083570000000000019 0.095760000000000012 -0.074959999999999985 -0.071514999999999981 -0.078734999999999986 0.09159500000000001 0.0061450000000000003 0.093415000000000012 0.084390000000000007 -0.088934999999999986 -0.21268499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 7 -7 11 -2 -11 12 -4 14 18 21 17 -8 22 20 -14 -16 23 -10 -24 -22 -6 -21
right_child=2 -3 8 -5 26 6 16 -9 13 10 -12 -13 19 -15 15 -17 -18 -19 -20 27 25 -23 24 -25 -26 -27 -28 -29
leaf_value=0.0099769225576424644 0.0029980186234216718 -0.01180398913261034 -0.0038907292403816281 0.0083225669245638179 -0.0016014918046700242 0.0029503571135167817 0.010810876474071198 -0.0072255344650732868 0.0063063351527229156 -0.012082397092538669 0.0040041988973100306 0.0097937420985077326 0.010817494277623813 -0.00078213651298694427 0.0166654673392003 0.0045864274586310157 -0.00074755895918677834 0.0026957663966994481 0.00094911030919194524 -0.0026405614859571838 0.0022759332098137015 0.008485264182486121 0.014252082421770217 -0.00076649796135126215 0.0063756302997038704 0.0077955824237560594 -0.0080992552974798408 0.0026295303115489834
leaf_weight=52 103 53 69 71 53 78 81 65 400 54 54 53 56 52 56 62 67 115 92 61 178 61 52 65 115 54 64 59
leaf_count=52 103 53 69 71 53 78 81 65 400 54 54 53 56 52 56 62 67 115 92 61 178 61 52 65 115 54 64 59
internal_value=0 0.00110893 0.00429975 0.00217112 0.00140843 0.00309317 0.00220708 -0.00166248 0.00499529 -0.000586889 -0.00402246 0.00317005 0.00243032 0.00600636 0.00639927 0.00971407 0.0043179 0.00605863 0.00557725 0.00350372 0.0049842 0.0124159 0.00624812 0.0053138 0.00883894 0.00356842 -0.00517118 -3.44615e-05
internal_weight=0 699 1696 646 575 458 406 143 1485 211 108 530 477 955 903 179 263 196 724 408 288 117 632 465 167 232 117 120
internal_count=2395 699 1696 646 575 458 406 143 1485 211 108 530 477 955 903 179 263 196 724 408 288 117 632 465 167 232 117 120
is_linear=0
shrinkage=0.16829


Tree=7332
num_leaves=22
num_cat=0
split_feature=42 11 3 52 1 1 52 1 0 3 3 52 3 4 52 0 42 0 3 52 3
split_gain=0.139881 0.162051 0.265671 0.181409 0.149861 0.133022 0.0904881 0.0895359 0.0851072 0.102939 0.0839369 0.0873669 0.0745261 0.063677 0.10007 0.0838299 0.0579401 0.0580468 0.051278 0.0507156 0.038169
threshold=0.11688500000000002 0.080455000000000013 -0.11197999999999998 -0.032354999999999988 0.093170000000000017 0.10335000000000001 -0.42005999999999993 0.10871500000000002 -0.096139999999999989 -0.087244999999999975 -0.086049999999999988 -0.29521499999999995 -0.080914999999999987 -0.0097949999999999982 0.0074400000000000013 -0.11073999999999999 -0.088814999999999991 -0.079724999999999976 0.081640000000000004 0.086900000000000019 -0.044019999999999997
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 2 3 -1 -2 8 -3 -7 12 16 -11 -12 -4 -9 15 -15 17 -10 20 -18 -14
right_child=4 6 5 -5 -6 7 -8 13 9 10 11 -13 18 14 -16 -17 19 -19 -20 -21 -22
leaf_value=-0.011959514267307736 0.0018835966384357094 0.0033415465052149189 -0.0044239070955643988 0.00024473992080137661 -0.0091660228224498212 -0.0045340565311622763 0.012246333675993315 0.0056897994094737524 -0.0028900605747133709 0.011259125307141203 0.00052963586312670236 0.0056825605006808775 0.0014426727642982168 0.0064843111951377163 -0.0051844003890938444 -0.00061162498177468061 0.0061169294915294813 0.003780255389398413 -0.00085490998580232047 -3.852769218636229e-05 0.0070954346909436758
leaf_weight=53 94 54 52 98 55 77 83 89 96 67 107 765 62 82 66 110 118 60 75 55 77
leaf_count=53 94 54 52 98 55 77 83 89 96 67 107 765 62 82 66 110 118 60 75 55 77
internal_value=0 0.00313482 0.00276924 -0.00402697 -0.00218306 0.00329428 0.00874953 0.000650804 0.00402377 0.00459845 0.00549711 0.00505232 0.00127758 0.00180651 0.000459966 0.00240957 0.00202812 -0.000313038 0.00267138 0.00414961 0.00458698
internal_weight=0 2246 2109 151 149 1958 137 424 1534 1268 939 872 266 347 258 192 329 156 214 173 139
internal_count=2395 2246 2109 151 149 1958 137 424 1534 1268 939 872 266 347 258 192 329 156 214 173 139
is_linear=0
shrinkage=0.16829


Tree=7333
num_leaves=28
num_cat=0
split_feature=1 1 12 12 47 1 3 47 4 0 1 13 42 159 4 52 13 1212 52 13 3 4 4 160 43 0 160
split_gain=4.5731 0.728535 0.548054 0.442928 0.381784 0.307774 0.441287 0.237788 0.217662 0.165213 0.430198 0.178891 0.148765 0.146613 0.122357 0.129693 0.110849 0.125962 0.106373 0.0988563 0.0903431 0.0956298 0.0471434 0.0380953 0.0318271 0.0284019 0.0125141
threshold=0.10752500000000002 0.12640500000000002 0.083425000000000013 0.023990000000000004 0.077555000000000013 0.088595000000000021 -0.0076849999999999991 0.097480000000000011 -0.084489999999999996 -0.069734999999999978 0.081540000000000015 -0.016469999999999995 0.089370000000000019 0.078675000000000009 0.053255000000000004 0.0029250000000000005 -0.083739999999999995 0.041590000000000009 0.088425000000000017 -0.081029999999999977 -0.079379999999999992 -0.080164999999999986 0.036620000000000007 -0.077609999999999985 -0.078654999999999989 -0.052239999999999988 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 5 8 -7 12 -1 14 11 25 -3 -2 16 -16 17 18 24 26 21 -21 -10 -22 -4 -11 -18
right_child=1 7 9 -5 -6 6 -8 -9 22 10 -12 -13 -14 -15 15 -17 19 -19 -20 20 23 -23 -24 -25 -26 -27 -28
leaf_value=0.00090725239925068817 0.00054130268755952387 0.0003139755943445622 0.00088560394098838563 0.00074068349462276116 0.00092407679378236744 0.00030885984278217503 0.00069433224898830456 0.00049543632124164801 0.0007236028276531376 0.00070464616837093836 0.00098323157754181341 0.00053933651696662301 9.5962765460898538e-05 0.00033206257544196192 0.00068404577555742263 0.00089407978588741319 0.00071217703826492599 0.00080500147382990084 0.0010752294643715393 0.00088042648929002897 0.0010130055875419901 0.00078642859541090584 0.00058529281152535761 0.00089806253333115217 0.00097609462988368573 0.00081958512740244185 0.0007956627547049829
leaf_weight=62 93 95 135 100 73 55 80 52 67 57 72 65 54 62 84 55 52 81 66 320 53 204 52 116 80 53 57
leaf_count=62 93 95 135 100 73 55 80 52 67 57 72 65 54 62 84 55 52 81 66 320 53 204 52 116 80 53 57
internal_value=0 0.000451636 0.000819091 0.000568893 0.000707799 0.000657725 0.000537549 0.000302701 0.000747164 0.000846999 0.000767442 0.000678458 0.000235201 0.000457834 0.000862053 0.000767406 0.000873325 0.000922431 0.000956156 0.000851115 0.000866 0.000843899 0.000663461 0.000934318 0.000919439 0.000760346 0.000756158
internal_weight=0 456 1939 255 389 316 135 201 181 1550 247 175 149 155 1303 139 1164 362 281 802 693 524 119 169 215 110 109
internal_count=2395 456 1939 255 389 316 135 201 181 1550 247 175 149 155 1303 139 1164 362 281 802 693 524 119 169 215 110 109
is_linear=0
shrinkage=0.0032998


Tree=7334
num_leaves=17
num_cat=0
split_feature=2 1212 1212 42 0 1 12 393 4 4 155 157 51 0 155 3
split_gain=0.172557 0.156455 0.21423 0.215062 0.112186 0.14903 0.0922195 0.0809855 0.0834786 0.13882 0.0972699 0.120215 0.121457 0.0739803 0.0430551 0.0268545
threshold=0.114805 0.041590000000000009 0.092815000000000022 0.085790000000000019 -0.026509999999999995 0.098420000000000021 -0.081314999999999985 0.10159000000000001 -0.21586499999999997 -0.13833499999999996 0.083440000000000014 -0.09416999999999999 -0.094874999999999987 -0.14032999999999998 1.0000000180025095e-35 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -2 -7 8 14 -10 11 -11 -13 -8 -1 -4
right_child=4 2 15 -5 -6 6 13 -9 9 10 -12 12 -14 -15 -16 -17
leaf_value=0.0099123821641461298 0.0064534259643018585 -0.010857319463615964 0.0072513830105128312 0.0027590076502893124 -0.0076001869076340045 0.0037097462834870076 0.0008066068690275953 0.010224615084593587 -0.0047146567880799253 -0.0043760531013659109 0.0093475073883240115 -0.0023706067712473493 0.004184638921699518 -0.0070448236163025693 0.0039395076557877671 0.0024212405303522346
leaf_weight=93 90 77 56 57 54 61 54 59 56 53 85 85 1287 90 56 82
leaf_count=93 90 77 56 57 54 61 54 59 56 53 85 85 1287 90 56 82
internal_value=0 0.00349936 -0.000252725 -0.00505189 -0.000544961 0.000740414 -0.00175897 0.00407566 0.00386308 0.0034988 0.0038046 0.00347271 0.00377721 -0.00408806 0.0076796 0.00439432
internal_weight=0 2046 272 134 349 295 205 1774 1715 1566 1510 1425 1372 144 149 138
internal_count=2395 2046 272 134 349 295 205 1774 1715 1566 1510 1425 1372 144 149 138
is_linear=0
shrinkage=0.16829


Tree=7335
num_leaves=23
num_cat=0
split_feature=1 2 12 1 12 3 2 48 39 480 1454 0 12 52 12 1429 16 49 0 2 1 1
split_gain=9.25592 2.29935 1.33785 0.989896 1.18448 0.633705 0.601148 0.247898 0.315392 0.243236 0.283778 0.238856 0.218223 0.176303 0.165996 0.130145 0.111002 0.0817829 0.061747 0.0558825 0.0501203 0.0424737
threshold=0.10776500000000001 0.14307 0.085090000000000013 0.092415000000000011 0.085845000000000019 -1.0000000180025095e-35 0.11378000000000001 0.10078500000000001 0.090880000000000016 -0.068944999999999992 1.0000000180025095e-35 -0.075424999999999978 0.092855000000000007 -0.013174999999999997 0.10337000000000002 0.084770000000000012 -0.0024749999999999993 0.088340000000000016 -0.080634999999999984 0.09796500000000001 0.11684000000000001 0.096630000000000008
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 7 6 5 -5 9 8 20 -1 11 15 13 -13 -4 16 -11 -8 -6 -14 -2 -20
right_child=1 -3 14 4 18 -7 17 -9 -10 10 -12 12 19 -15 -16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.0011914902969695444 0.00025909325578300768 -0.00010845059793395642 0.00092497348189555801 0.00032536065046145912 0.00082745922366001651 0.00076280251214925956 0.000634229987075851 0.00054766775168710487 0.00048710526641553698 0.00096042015703419101 0.0011465467425859288 0.00081096392405022853 0.00066226650429250858 0.0010799223413043204 0.00066767564361086237 0.00081392491927755116 0.0010572312742142334 0.00081296103718895283 0.00088708722287504367 0.00081797156834490002 0.00011887259611944704 0.0010174847114251579
leaf_weight=52 54 86 53 79 55 67 61 52 57 859 84 53 55 57 60 60 162 57 52 54 60 78
leaf_count=52 54 86 53 79 55 67 61 52 57 859 84 53 55 57 60 60 162 57 52 54 60 78
internal_value=0 0.000372667 0.000495915 0.000913462 0.000749108 0.000526346 0.000948447 0.000347412 0.000286309 0.000967123 0.000958668 0.000946501 0.000845833 0.000950654 0.000788667 0.000966862 0.000975815 0.000720865 0.000924719 0.000739728 0.000185602 0.000965597
internal_weight=0 422 336 1885 331 146 1554 223 171 1436 1384 1300 219 110 113 1081 1021 118 185 109 114 130
internal_count=2307 422 336 1885 331 146 1554 223 171 1436 1384 1300 219 110 113 1081 1021 118 185 109 114 130
is_linear=0
shrinkage=0.0032998


Tree=7336
num_leaves=13
num_cat=0
split_feature=3 10 483 16 2 2 0 157 3 15 151 16
split_gain=0.255431 0.106396 0.085845 0.126957 0.113269 0.0906306 0.106772 0.0720824 0.113787 0.173032 0.0881528 0.0512399
threshold=0.30112000000000005 -0.062879999999999978 0.088070000000000009 -0.069144999999999984 0.090310000000000015 -1.0000000180025095e-35 0.12500000000000003 -0.11947499999999998 -0.10468499999999999 0.041820000000000003 -0.044604999999999992 -0.090789999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 -7 9 -9 -10 -2
right_child=11 2 3 4 -6 6 -8 8 10 -11 -12 -13
leaf_value=0.010903141362757593 -0.0085351828406474567 -0.0016837193576989997 0.013606424499689984 -0.00060764477283365207 0.0092810106814492609 0.0085019773846277524 0.010775422638340998 -0.0048687542234716486 0.0065871276293956709 0.0053437737627068859 0.00297183281893085 -0.0010558039863806596
leaf_weight=57 52 102 57 69 62 71 55 118 225 78 1308 53
leaf_count=57 52 102 57 69 62 71 55 118 225 78 1308 53
internal_value=0 0.00371201 0.00352008 0.00696309 0.00405877 0.0031884 0.00345727 0.00323266 0.00301525 -0.000795419 0.00350363 -0.00477699
internal_weight=0 2202 2145 188 131 1957 1855 1800 1729 196 1533 105
internal_count=2307 2202 2145 188 131 1957 1855 1800 1729 196 1533 105
is_linear=0
shrinkage=0.16829


Tree=7337
num_leaves=23
num_cat=0
split_feature=3 3 2 9 4 4 123 1419 3 0 4 3 49 3 2 13 484 50 16 2 4 4
split_gain=7.20889 3.21084 1.28833 1.14261 1.12562 0.775078 0.398017 0.320485 0.263842 0.207039 0.243408 0.312598 0.147322 0.195396 0.135627 0.134026 0.114982 0.109284 0.100025 0.0729008 0.0439462 0.0327903
threshold=-0.058704999999999993 0.30112000000000005 0.14461000000000004 -1.0000000180025095e-35 0.30163500000000004 -0.057539999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.092330000000000009 -0.076209999999999986 -0.17689999999999997 -0.098469999999999988 -0.06017999999999999 -0.14162499999999997 0.13443000000000002 -1.0000000180025095e-35 -0.085759999999999989 0.089465000000000017 -0.081354999999999983 0.10205500000000002 0.0099250000000000015 -0.012089999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 -5 8 9 15 12 -11 -12 -1 -14 -3 -7 21 19 -18 -13 -8 -15
right_child=1 14 -4 5 -6 6 20 -9 -10 10 11 17 13 16 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00098532109758485919 0.0004166365272751238 0.00027107571590386566 0.00034030124279903505 0.001173117177694892 0.00066273364695063389 0.00087927077653916774 0.00073590714626426703 0.0013176010350674043 0.00075712692949884042 0.001199970757812545 0.00075700643609433562 0.00094395497820405378 0.0013309730537359162 0.0012951717375415581 3.3009271165677025e-05 0.001092256622676513 0.0011474428861141972 0.0011617948554040682 0.0010743441664774645 0.0010731119148065407 0.00059633105643039526 0.0011645353327636861
leaf_weight=82 60 53 63 92 64 60 52 79 79 80 52 117 54 52 52 77 432 64 442 93 56 52
leaf_count=82 60 53 63 92 64 60 52 79 79 80 52 117 54 52 52 77 432 64 442 93 56 52
internal_value=0 0.000681831 0.000784685 0.000843427 0.00109321 0.000904898 0.000828629 0.00111042 0.00091085 0.00109963 0.00103473 0.000994071 0.00112325 0.00113418 0.000153512 0.000999235 0.00112328 0.00103893 0.00111052 0.00100132 0.000663861 0.00123019
internal_weight=0 644 539 476 1663 416 324 1599 216 1520 406 326 1114 1032 105 137 978 274 874 210 108 104
internal_count=2307 644 539 476 1663 416 324 1599 216 1520 406 326 1114 1032 105 137 978 274 874 210 108 104
is_linear=0
shrinkage=0.0032998


Tree=7338
num_leaves=22
num_cat=0
split_feature=3 4 12 1429 51 483 484 15 2 1 1 12 2 133 133 52 402 2 15 52 4
split_gain=0.207183 0.130891 0.171398 0.0928488 0.159512 0.0775532 0.0967652 0.137492 0.0808746 0.14311 0.232276 0.156395 0.0899959 0.105059 0.149502 0.105515 0.0677006 0.0598966 0.0585915 0.0528525 0.0453082
threshold=0.30112000000000005 -0.37626499999999991 0.087215000000000015 0.084770000000000012 -0.069704999999999989 0.088610000000000008 0.090255000000000016 -0.084629999999999997 0.090050000000000005 0.087265000000000009 0.10423500000000001 0.083970000000000017 0.084245000000000014 0.085880000000000012 0.12330000000000001 0.23893500000000004 0.012085000000000002 0.12051500000000002 -0.092729999999999993 -0.069924999999999987 0.39574000000000004
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 2 -1 5 -5 8 7 -7 12 11 -11 -10 13 15 -15 -3 19 -12 -13 -14 -2
right_child=20 3 -4 4 -6 6 -8 -9 9 10 17 18 16 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.013342373552417738 -0.00027158429200228331 0.0052833056312480324 0.002482153082196598 -0.0080548867473754764 0.0043618047681058675 0.016433253749059157 0.0013602148674131075 0.0046008109868982084 0.011236517772094456 -0.010016012125493889 0.0058357831001238239 0.0071576028566578687 0.0089180404712654662 -0.0071454264574701328 0.0036679341610207587 -0.0020745160559935425 0.009919906223642241 -0.0010576139216745138 0.0014617498557390012 0.004007832537825288 -0.0073003049405522364
leaf_weight=91 53 387 76 52 67 52 54 61 66 65 66 61 79 63 85 64 102 77 327 307 52
leaf_count=91 53 387 76 52 67 52 54 61 66 65 66 61 79 63 85 64 102 77 327 307 52
internal_value=0 0.00387381 0.00841076 0.00350061 -0.00104888 0.00378411 0.00725882 0.0100617 0.0034513 0.00197991 -0.00166979 0.00365597 0.00434576 0.00295774 -0.000922911 0.0042352 0.00604581 0.00211139 0.00236186 0.00501743 -0.00376959
internal_weight=0 2202 167 2035 119 1916 167 113 1749 662 208 454 1087 599 148 451 488 143 388 386 105
internal_count=2307 2202 167 2035 119 1916 167 113 1749 662 208 454 1087 599 148 451 488 143 388 386 105
is_linear=0
shrinkage=0.16829


Tree=7339
num_leaves=15
num_cat=0
split_feature=3 475 9 51 50 1455 12 158 12 12 0 15 51 0
split_gain=0.143565 0.118812 0.0785621 0.0769946 0.185927 0.126477 0.0976512 0.0779979 0.084281 0.115446 0.0669015 0.0591224 0.0455226 0.0259695
threshold=0.30112000000000005 0.062280000000000009 0.081890000000000004 0.086090000000000014 0.11657000000000002 0.068185000000000009 0.087745000000000004 0.11186000000000001 -0.082514999999999991 0.083795000000000022 -0.094514999999999988 -0.036064999999999993 -1.0000000180025095e-35 -0.11796999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 11 8 10 -10 -1 -5 -7 -2
right_child=13 -3 -4 4 -6 12 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0022770626126905206 -0.00047945474733833302 0.01103222194812002 0.0089927633486682253 0.0075452356304850227 -0.0011075213495013278 0.0042175825386932299 0.004106210909893813 0.0077444388005580228 -0.0014744928203397178 0.0022112906737423378 0.0096870579434222802 0.015523902146257118 0.010796338968679689 -0.0058132863149405909
leaf_weight=74 53 54 61 52 85 58 88 66 302 1176 66 56 64 52
leaf_count=74 53 54 61 52 85 58 88 66 302 1176 66 56 64 52
internal_value=0 0.00322312 0.00302597 0.00285071 0.00544731 0.0024457 0.00829914 0.00206518 0.0018324 0.00145696 0.00578318 0.011699 0.00768346 -0.00313808
internal_weight=0 2202 2148 2087 281 1806 196 1684 1618 1478 140 108 122 105
internal_count=2307 2202 2148 2087 281 1806 196 1684 1618 1478 140 108 122 105
is_linear=0
shrinkage=0.16829


Tree=7340
num_leaves=15
num_cat=0
split_feature=1453 157 52 1210 402 3 1210 3 48 15 48 16 2 15
split_gain=0.220577 0.152088 0.141785 0.0968412 0.108692 0.299882 0.0739067 0.0768744 0.0822326 0.0829986 0.0756027 0.0844857 0.0638684 0.0134474
threshold=-1.0000000180025095e-35 -0.14210499999999995 -0.0082999999999999984 -0.08107499999999998 0.0038750000000000004 -0.092019999999999977 -0.036169999999999994 -0.010299999999999998 0.11013500000000002 -0.11055 0.10911000000000001 -0.15796999999999997 0.083885000000000015 0.084315000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 -5 8 9 -8 11 -9 -7 -14
right_child=1 3 -4 4 5 12 7 10 -10 -11 -12 -13 13 -15
leaf_value=0.0043784937410839371 -0.0051657633004886664 0.0077061041994797132 0.015982341672883014 -0.0032046520473987495 -0.011986113011245379 -0.0019545672169704446 0.0076252313413367875 0.0039322946817462994 -0.0025624588882318172 0.0034455833134173185 0.0070579842337571827 -0.0015461190394339963 0.0058917825484000978 0.0025159001762288416
leaf_weight=65 73 102 56 55 54 73 154 117 57 1119 52 250 68 71
leaf_count=65 73 102 56 55 54 73 154 117 57 1119 52 250 68 71
internal_value=0 0.00238147 0.00976372 0.00263596 0.00238526 -0.000785214 0.00285374 0.00304528 0.00367206 0.00395262 0.00105147 0.00019551 0.00205937 0.00418034
internal_weight=0 2245 121 2172 2070 266 1804 1749 1330 1273 419 367 212 139
internal_count=2366 2245 121 2172 2070 266 1804 1749 1330 1273 419 367 212 139
is_linear=0
shrinkage=0.16829


Tree=7341
num_leaves=23
num_cat=0
split_feature=1 52 2 0 52 1 14 0 16 52 52 133 12 13 43 13 49 39 4 4 12 52
split_gain=5.92303 0.893525 0.627539 0.592748 0.534442 0.423304 0.640627 0.35969 0.277054 0.335029 0.257656 0.215146 0.300161 0.219408 0.126309 0.203898 0.158398 0.119972 0.116299 0.0912476 0.0691732 0.0465549
threshold=0.10538500000000002 -0.24526499999999998 0.14823500000000003 -0.066849999999999979 0.12492500000000002 0.096300000000000011 0.062655000000000016 -0.13314999999999996 0.066275000000000014 0.033770000000000008 0.024560000000000002 -0.010614999999999998 -1.0000000180025095e-35 -0.075154999999999986 0.043850000000000007 -0.026884999999999996 0.11580500000000001 0.09116500000000001 0.06707500000000001 -0.49269499999999994 0.088125000000000023 0.089725000000000013
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 4 5 11 6 7 -1 9 -5 19 -3 17 -14 16 21 18 -13 -9 -10 -7 -16
right_child=1 2 -4 8 -6 20 -8 14 10 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00057541846375581019 0.00072873431558460975 0.00010526947440116635 2.0307553709227192e-05 0.00032233205761202273 0.0006591133392028736 0.0004851622329223474 0.0011357450221617011 0.00082202761258012218 0.00085491507278332107 0.00068132081577472535 0.00049571664860315187 9.6955418867316763e-05 0.00027145283053978179 0.00053867695512745876 0.00072276690263334666 0.00054599934533287571 0.00062601421361543745 0.00030970517882429263 0.000662732275888368 0.00067918659365183995 0.00065904293721014433 0.00085467504546036599
leaf_weight=91 59 52 75 62 53 52 57 1012 71 53 52 53 54 91 70 58 53 65 55 65 53 60
leaf_count=91 59 52 75 62 53 52 57 1012 71 53 52 53 54 91 70 58 53 65 55 65 53 60
internal_value=0 0.000346852 0.000295912 0.000750822 0.000351986 0.000776834 0.000791491 0.000777439 0.000616696 0.000488085 0.00069518 0.000300198 0.000338605 0.000439402 0.000791467 0.000710705 0.000804992 0.000214447 0.00081385 0.000771186 0.000573266 0.000783919
internal_weight=0 502 443 1864 368 1561 1456 1399 303 115 188 315 263 145 1308 188 1120 118 1067 136 105 130
internal_count=2366 502 443 1864 368 1561 1456 1399 303 115 188 315 263 145 1308 188 1120 118 1067 136 105 130
is_linear=0
shrinkage=0.0032998


Tree=7342
num_leaves=19
num_cat=0
split_feature=1 3 2 123 2 2 0 41 0 1 3 0 0 3 160 49 3 3
split_gain=9.86461 2.02394 0.622065 0.570854 0.535844 0.494796 0.485837 0.337446 0.30967 0.276525 0.2501 0.375199 0.245261 0.143172 0.246492 0.141033 0.0901468 0.0613032
threshold=0.104035 -0.049204999999999992 0.14721500000000001 1.0000000180025095e-35 0.11444000000000001 -1.0000000180025095e-35 -0.066849999999999979 1.0000000180025095e-35 -0.082064999999999985 0.11570500000000002 0.09037000000000002 -0.14857499999999998 -0.11073999999999999 0.083605000000000013 -0.014124999999999999 0.09531000000000002 0.12991000000000003 -0.10122999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 9 -3 7 10 16 -2 11 -1 -13 14 -8 -14 -7 -16
right_child=1 2 -4 -5 -6 8 13 -9 -10 -11 -12 12 15 -15 17 -17 -18 -19
leaf_value=0.0014174402497465271 0.0011648921280209882 0.00028890621996055971 0.00014805069328536786 0.00079683669937057262 0.00063834690489458074 0.00044606332301665012 0.00075376485021767131 0.0013879048318753864 0.00079830740997897964 0.00084123452355826212 0.00091082429113674055 0.00090863187028753672 0.0011562221896746149 0.0011405613099019158 0.0010993607158963953 0.0010467233421779516 0.00062162793342174325 0.00096216994121850778
leaf_weight=54 62 77 62 61 66 85 52 62 61 56 53 52 1133 60 66 153 54 97
leaf_count=54 62 77 62 61 66 85 52 62 61 56 53 52 1133 60 66 153 54 97
internal_value=0 0.000599073 0.000447628 0.00111272 0.000877901 0.000514554 0.00112351 0.00114694 0.000601253 0.00101159 0.00113658 0.00114515 0.00113413 0.000994994 0.000954207 0.00114322 0.000514522 0.00101794
internal_weight=0 523 339 1843 184 277 1782 1507 200 118 1445 1392 1338 275 215 1286 139 163
internal_count=2366 523 339 1843 184 277 1782 1507 200 118 1445 1392 1338 275 215 1286 139 163
is_linear=0
shrinkage=0.0032998


Tree=7343
num_leaves=22
num_cat=0
split_feature=1 133 3 12 16 15 1456 1212 12 51 1 40 43 16 15 160 51 150 51 1 16
split_gain=0.127892 0.190615 0.162567 0.122092 0.107099 0.138637 0.127162 0.10774 0.424052 0.127515 0.105251 0.103439 0.0869604 0.0852674 0.0728454 0.0531153 0.048686 0.0433823 0.105634 0.0935893 0.0313273
threshold=0.094790000000000013 -0.006304999999999999 -0.07793499999999999 -0.064509999999999984 0.21684500000000004 -0.064464999999999981 -0.15627999999999997 0.082415000000000016 0.085635000000000003 -0.085764999999999994 0.10662500000000001 -0.084709999999999994 0.061400000000000003 -0.082084999999999991 -0.0070899999999999991 -0.081639999999999976 -0.13881499999999999 0.081245000000000026 -0.069944999999999993 0.11249000000000002 -0.082909999999999984
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 10 -1 6 -6 -5 9 -9 -8 -3 -4 14 -10 -11 -13 -7 18 -17 -20 -14
right_child=1 2 11 4 5 16 7 8 13 12 -12 15 20 -15 -16 17 -18 -19 19 -21 -22
leaf_value=0.011977820539356962 -0.0054761929416044988 0.0017329226898216831 -0.0054158995160009799 0.012535949216720946 0.005774155263566479 -7.8367370841865683e-05 0.010772482651250985 -0.012430054123267876 0.00907742290254843 0.0032138924314665928 0.01068792898741075 0.0066549492544827407 0.0024932614000262123 0.0015145744221584071 0.0062569639157402423 0.0066211955109829919 -0.0073962028069583068 0.0043009365948999201 -0.0068997179761222894 0.0010883216847773392 -0.0026444896136340861
leaf_weight=58 92 60 60 55 74 52 97 52 77 388 100 61 86 95 534 52 52 92 68 106 55
leaf_count=58 92 60 60 55 74 52 97 52 77 388 100 61 86 95 534 52 52 92 68 106 55
internal_value=0 0.00164938 0.00274679 0.00437527 0.00410147 0.000196723 0.00458322 0.00426589 0.000877158 0.00491871 0.00734103 0.00106826 0.00438286 0.00491071 0.00497831 0.00209951 -0.00375456 0.00122002 -2.62096e-05 -0.00202312 0.000476432
internal_weight=0 691 599 1675 1617 178 1439 1384 224 1160 160 439 1063 172 922 379 104 318 226 174 141
internal_count=2366 691 599 1675 1617 178 1439 1384 224 1160 160 439 1063 172 922 379 104 318 226 174 141
is_linear=0
shrinkage=0.16829


Tree=7344
num_leaves=29
num_cat=0
split_feature=4 12 2 2 12 4 48 2 48 15 13 4 2 0 2 43 12 4 1213 13 42 160 133 0 15 13 403 13
split_gain=4.57818 2.05078 0.704414 1.07695 0.657938 0.580752 0.379945 0.362963 0.299879 0.289785 0.249248 0.20545 0.178106 0.175176 0.227251 0.159386 0.156039 0.129244 0.0888844 0.11105 0.0973585 0.0859457 0.0893876 0.0701187 0.0442384 0.0805647 0.0554112 0.0308938
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 -0.0091949999999999983 0.092495000000000008 -0.053824999999999991 0.085775000000000004 0.088005000000000014 0.092065000000000022 -0.41606999999999994 -0.082264999999999991 0.59999500000000017 0.088930000000000023 -0.09194999999999999 0.086285000000000014 -0.0017249999999999998 0.088930000000000023 0.053255000000000004 -0.080279999999999976 -0.069874999999999979 -0.0092649999999999972 -0.13024499999999997 0.087445000000000009 -0.052619999999999993 0.096385000000000012 -0.066934999999999981 0.0032850000000000002 -0.061199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -5 -4 -7 17 11 13 -2 18 14 -3 21 -14 23 -12 -20 -21 -15 -23 24 26 -26 -6 -19
right_child=9 4 6 5 8 7 -8 -9 -10 -11 12 -13 16 15 -16 -17 -18 27 19 20 -22 22 -24 -25 25 -27 -28 -29
leaf_value=0.00027823643085396059 0.00051729917501047826 0.0010007109071132408 0.00022036150246202918 0.0010048497472014686 0.00089482035414509091 0.00088450767967082893 0.00056266208904359467 0.00053756634885437557 0.00056954917463576638 0.00020195374291112774 0.00078546366474313925 0.00026643235068087289 0.00060977866635201572 0.0011477451120350309 0.00072092257477135782 0.00083564358392211027 0.00083993156032791387 0.00075129809917332988 0.00080801929216856841 0.00091626664522700572 0.0010806335819541252 0.0010402857138930486 0.00090497304653831584 0.0007363308101820601 0.00086810700768783508 0.00068745115683841297 0.00077325140949950524 0.00063075018895769196
leaf_weight=55 101 61 64 88 200 52 80 92 72 103 72 56 53 55 69 60 88 53 78 173 55 187 82 91 62 53 58 53
leaf_count=55 101 61 64 88 200 52 80 92 72 103 72 56 53 55 69 60 88 53 78 173 55 187 82 91 62 53 58 53
internal_value=0 0.000802974 0.000599704 0.000694376 0.000855257 0.000792878 0.000410773 0.000663095 0.00077193 0.000338612 0.000907009 0.000428042 0.000855369 0.000959084 0.000852479 0.000995082 0.00075367 0.000797432 0.00089321 0.000918448 0.000956071 0.0010245 0.000999169 0.000821589 0.000842295 0.000785155 0.000867627 0.000691357
internal_weight=0 2106 431 287 1675 232 144 144 642 260 1033 157 519 514 130 384 141 570 378 306 228 324 269 464 373 115 258 106
internal_count=2366 2106 431 287 1675 232 144 144 642 260 1033 157 519 514 130 384 141 570 378 306 228 324 269 464 373 115 258 106
is_linear=0
shrinkage=0.0032998


Tree=7345
num_leaves=18
num_cat=0
split_feature=1 3 2 150 1 2 11 2 13 13 2 2 3 472 474 1 13
split_gain=10.6833 2.77114 1.7219 1.18084 1.12606 0.766639 0.721329 0.594124 0.563567 0.516147 0.453181 0.359522 0.209057 0.19433 0.231972 0.0593643 0.0511726
threshold=0.10335000000000001 -0.069254999999999997 0.14530500000000005 0.083435000000000023 0.085425000000000015 -1.0000000180025095e-35 0.077290000000000011 0.10859000000000001 -0.10899499999999999 -1.0000000180025095e-35 0.11043500000000002 0.11404000000000002 0.06269000000000001 -0.065034999999999996 0.085445000000000007 0.11249000000000002 -0.016289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 5 6 -5 -3 8 -7 -1 -9 15 12 13 -10 -15 -2 -13
right_child=1 2 -4 4 -6 7 -8 9 11 -11 -12 16 -14 14 -16 -17 -18
leaf_value=0.00086506755120016338 0.0012074993911062556 0.0003239467569422002 1.54531582548189e-05 0.0011651768523123767 0.00065260057349095485 0.0009509518587000412 0.001498156369197986 0.00040562249296022913 0.0013928867171893661 0.00079866265890185485 0.0007565156817318547 0.0010807811605602154 0.0013636158347857528 0.0012001476907746093 0.0010113512651236264 0.0010434651119877129 0.00093223031815389465
leaf_weight=60 52 85 70 98 90 68 83 84 55 65 57 63 91 1193 78 56 52
leaf_count=60 52 85 70 98 90 68 83 84 55 65 57 63 91 1193 78 56 52
internal_value=0 0.000640334 0.00048228 0.00116877 0.000919982 0.000590368 0.00119667 0.000694565 0.00118093 0.000577319 0.00099646 0.00119328 0.00120781 0.00119709 0.00118859 0.00112277 0.00101392
internal_weight=0 537 372 1863 188 302 1675 217 1592 149 165 1532 1417 1326 1271 108 115
internal_count=2400 537 372 1863 188 302 1675 217 1592 149 165 1532 1417 1326 1271 108 115
is_linear=0
shrinkage=0.0032998


Tree=7346
num_leaves=18
num_cat=0
split_feature=1 3 47 123 1 150 12 3 1 3 12 13 13 12 50 151 13
split_gain=12.3925 1.80878 1.14513 1.14405 0.69425 0.653617 0.492535 0.442261 0.422414 0.386544 0.351775 0.308117 0.15138 0.13105 0.145212 0.14181 0.129159
threshold=0.10538500000000002 -0.069254999999999997 0.10019500000000002 1.0000000180025095e-35 0.13630500000000004 0.089910000000000018 0.11628000000000001 -0.08322499999999998 0.085425000000000015 -0.13392999999999997 -1.0000000180025095e-35 0.046185000000000004 -0.10477499999999999 0.091475000000000015 0.089465000000000017 -1.0000000180025095e-35 -0.070529999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 4 5 10 6 9 -2 -7 11 16 -1 -11 15 -15 -14 -3
right_child=1 2 -4 -5 -6 8 -8 -9 -10 12 -12 -13 13 14 -16 -17 -18
leaf_value=0.0017024015437454576 0.00088561358651002441 0.00059377488623712929 0.00095040337987305028 0.0008980151036276741 0.00024688268752617084 0.0012544651676848176 0.001069166371617056 0.001265373037145889 0.00085951034568324306 0.0011507665141249816 0.00076793760341903165 0.0013881373281682105 0.0012670376180128581 0.0012592630767957536 0.0014006059023827892 0.0013785595827405777 0.00035955774810147225
leaf_weight=57 94 52 74 74 89 69 74 53 53 52 80 91 158 372 108 797 53
leaf_count=57 94 52 74 74 89 69 74 53 53 52 80 91 158 372 108 797 53
internal_value=0 0.000715544 0.000585664 0.00130176 0.00048703 0.00131806 0.0013348 0.00102277 0.00108318 0.0013468 0.000602369 0.00150941 0.0013306 0.00133709 0.00129114 0.00136015 0.000475887
internal_weight=0 495 348 1905 274 1831 1709 147 122 1635 185 148 1487 1435 480 955 105
internal_count=2400 495 348 1905 274 1831 1709 147 122 1635 185 148 1487 1435 480 955 105
is_linear=0
shrinkage=0.0032998


Tree=7347
num_leaves=20
num_cat=0
split_feature=1 1 16 47 49 1 2 2 16 2 14 49 158 474 15 16 15 0 16
split_gain=11.6337 1.72604 1.06072 0.745888 0.675073 1.12566 0.670797 0.470117 0.450497 0.381987 0.341508 0.188924 0.18974 0.182349 0.551797 0.146731 0.132419 0.0315267 0.0204787
threshold=0.10538500000000002 0.12419000000000001 0.12292000000000002 0.085505000000000012 -0.014869999999999998 0.088860000000000008 0.12399000000000002 0.14794000000000004 -0.019749999999999993 0.106035 0.062655000000000016 0.10969000000000002 0.085030000000000008 1.0000000180025095e-35 -0.012074999999999997 -0.053214999999999991 -0.064464999999999981 -0.084319999999999992 -0.41163499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 7 5 15 10 18 9 -2 11 12 13 16 -15 -1 -6 -14 -3
right_child=1 3 -4 -5 6 -7 -8 -9 -10 -11 -12 -13 17 14 -16 -17 -18 -19 -20
leaf_value=0.001109033245348403 0.0010454357484794463 0.00039185118084967099 0.0011987039366345746 0.00075138606722680566 0.0011954125563597834 0.00078662889460473083 0.00087440086121533028 5.8954151683461329e-05 0.00049019535880945677 0.00069185619281546165 0.0015089931880839895 0.0011063580319873006 0.0014501970331819286 0.0012948476789939344 0.00090829050932239575 0.0013344557948226498 0.0012812629414171155 0.0013263196526792458 0.00049070787966610358
leaf_weight=54 52 52 64 58 270 99 52 53 68 96 58 100 58 104 67 86 900 57 52
leaf_count=54 52 52 64 58 270 99 52 53 68 96 58 100 58 104 67 86 900 57 52
internal_value=0 0.000653891 0.000824775 0.00043118 0.00122187 0.00105689 0.00124552 0.000312663 0.000713818 0.000816325 0.00125746 0.00124806 0.00125776 0.00124648 0.0011436 0.00124776 0.00126148 0.0013891 0.000441618
internal_weight=0 495 280 215 1905 239 1666 157 216 148 1614 1556 1456 1341 171 140 1170 115 104
internal_count=2400 495 280 215 1905 239 1666 157 216 148 1614 1556 1456 1341 171 140 1170 115 104
is_linear=0
shrinkage=0.0032998


Tree=7348
num_leaves=29
num_cat=0
split_feature=1 3 4 3 47 4 15 3 12 1 1 12 0 12 12 12 52 0 4 3 3 13 12 3 3 4 13 52
split_gain=12.6641 2.08267 1.37078 0.957556 0.902734 0.743882 0.583234 0.765705 0.56958 0.378252 0.317995 0.654976 0.207709 0.390211 0.177646 0.169438 0.131624 0.128312 0.0970632 0.0873004 0.0949167 0.0856293 0.0813227 0.0632724 0.053459 0.0455958 0.0436664 0.0322676
threshold=0.10538500000000002 -0.069254999999999997 0.043850000000000007 0.31534000000000006 0.10019500000000002 0.30163500000000004 0.03981500000000001 -0.13392999999999997 0.083370000000000014 0.11670500000000002 0.092485000000000026 1.0000000180025095e-35 -0.064804999999999988 0.084535000000000013 0.090715000000000018 0.083795000000000022 -0.074099999999999985 -0.07304999999999999 -0.03463999999999999 -0.085499999999999979 -0.0092099999999999977 -0.057284999999999996 0.087645000000000015 -0.086049999999999988 -0.082304999999999975 -0.071794999999999984 -0.061199999999999991 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 9 -2 10 -8 -4 16 12 -12 18 -14 -10 -9 -3 23 -1 22 -21 -11 -20 27 -25 -19 -16 -17
right_child=1 3 8 -5 -6 -7 7 15 14 21 11 -13 13 -15 26 17 -18 25 19 20 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0011421680361078041 0.00089005108651176151 0.00048648851357846365 0.00054024291128578958 -0.00012920451217606567 0.0006791195245967797 0.00040162570646599163 0.00145602107286273 0.0012001919807839647 0.001001296695152487 0.00019028342241466669 0.00054033083589293159 0.0010151949653640368 0.0010561170045661498 0.0006739196582518631 0.00085442900289797263 0.0011179255194827765 0.00025182855523702129 0.00087159473937116645 0.00085249488772677856 0.0010400661687405494 0.00088191614504546853 1.2440135692075549e-05 0.0010226217904011799 0.00096181925327856938 0.0010511962330207107 0.0010069594121798686 0.00071779144052072446 0.0010176380056000813
leaf_weight=52 93 53 90 62 61 54 53 72 66 57 60 68 54 65 54 178 53 71 89 294 52 62 52 124 241 54 60 56
leaf_count=52 93 53 90 62 61 54 53 72 66 57 60 68 54 65 54 178 53 71 89 294 52 62 52 124 241 54 60 56
internal_value=0 0.000381419 0.000973969 0.000242154 0.000322781 0.000710869 0.00101 0.00107028 0.000755629 0.000226017 0.000944848 0.000792878 0.000974357 0.00084765 0.000863126 0.00104456 0.000369491 0.00102903 0.00100227 0.000987255 0.0010164 9.79216e-05 0.000915487 0.00104956 0.00102093 0.000930354 0.000782824 0.00109408
internal_weight=0 495 1905 348 286 147 1635 849 270 225 786 128 658 119 180 796 106 724 539 487 346 119 141 599 365 125 114 234
internal_count=2400 495 1905 348 286 147 1635 849 270 225 786 128 658 119 180 796 106 724 539 487 346 119 141 599 365 125 114 234
is_linear=0
shrinkage=0.0032998


Tree=7349
num_leaves=20
num_cat=0
split_feature=4 150 43 4 4 4 1 12 159 3 15 43 3 1 0 456 16 51 43
split_gain=0.254595 0.294668 0.168474 0.148569 0.141564 0.129597 0.128176 0.128017 0.121624 0.119451 0.089985 0.0798209 0.0706684 0.135879 0.0698775 0.0665661 0.0605549 0.0613241 0.0638089
threshold=0.036620000000000007 0.083435000000000023 -0.50149499999999991 0.056815000000000011 0.0066850000000000008 0.26900000000000007 0.10954500000000002 0.10981000000000002 0.086595000000000019 -0.085499999999999979 -0.088324999999999987 -0.072864999999999985 0.095555000000000015 0.10354000000000001 -0.10803999999999998 0.08759500000000002 -0.36241499999999999 -0.40771999999999992 -0.062434999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 7 16 9 12 11 -3 -11 -7 13 15 -13 -4 -5 -18 -19
right_child=3 6 4 5 -6 8 -8 -9 -10 10 -12 14 -14 -15 -16 -17 17 18 -20
leaf_value=0.01756089435848909 -0.0039891132247966473 -0.0026533212147758227 0.0084343567135967031 0.010850130627859207 0.016457552272741857 -0.0058851295128956333 -0.0055291532327818261 0.0012481396414121351 0.0073066717638914152 0.002005608325831491 0.011244296273207211 0.0048137111299022643 0.012631237363226359 0.0010639125955441398 -0.002970493665257542 0.00228833999197186 0.0093980625117581849 -0.001396370955083652 0.0067673833076104502
leaf_weight=54 67 53 1161 84 54 55 52 84 81 57 64 82 90 82 54 53 65 52 56
leaf_count=54 67 53 1161 84 54 55 52 84 81 57 64 82 90 82 54 53 65 52 56
internal_value=0 0.00748118 0.00829546 0.00346284 0.00796598 0.00441006 0.00178768 0.00765282 0.00184073 0.00398465 0.00690704 -0.000467877 0.00803969 0.00771945 0.00170971 0.00816752 0.00712235 0.00530194 0.00282005
internal_weight=0 1804 1578 596 1524 529 226 1470 272 174 121 191 1386 1296 136 1214 257 173 108
internal_count=2400 1804 1578 596 1524 529 226 1470 272 174 121 191 1386 1296 136 1214 257 173 108
is_linear=0
shrinkage=0.16829


Tree=7350
num_leaves=22
num_cat=0
split_feature=1 47 14 1 124 12 1 2 2 1 150 2 12 1429 0 16 13 16 475 12 133
split_gain=7.01855 1.31677 1.16058 0.87277 0.815466 0.628928 0.416232 0.414567 0.288739 0.278216 0.615997 0.4137 0.39927 0.262865 0.235414 0.193418 0.150488 0.148859 0.136049 0.126409 0.124006
threshold=0.10538500000000002 0.085505000000000012 0.062655000000000016 0.11869500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12450500000000002 0.11197500000000002 0.11585500000000001 0.080270000000000022 0.081245000000000026 0.097220000000000015 0.083785000000000012 0.083715000000000026 -0.064539999999999986 -0.41863499999999992 -0.041999999999999989 -0.0074349999999999998 -0.010194999999999997 0.081420000000000006 0.087380000000000013
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=2 3 4 5 -1 -2 -3 -7 9 12 11 18 19 14 -14 -5 -10 -17 -11 -6 -15
right_child=1 6 -4 15 8 7 -8 -9 16 10 -12 -13 13 20 -16 17 -18 -19 -20 -21 -22
leaf_value=0.0006745146109273961 0.00032859199689242363 0.00099363735863765138 0.0014356328325742177 0.00017694699148567512 0.0011174864512019187 0.00096724305773875237 0.00061464998086225686 0.00058213764290853938 0.00096398918068860725 0.00080684579907692707 0.00068814196175814434 0.0012405507039705908 0.0010248864509497437 0.0013017657403262876 0.00079891279793303468 0.00052309051333360092 0.00071303742819882809 0.00027472812565668142 0.00098865217711073539 0.0013455485956046117 0.0010751676668845579
leaf_weight=83 53 83 68 76 53 57 52 67 56 55 79 70 833 53 55 52 52 55 317 60 59
leaf_count=83 53 83 68 76 53 57 52 67 56 55 79 70 833 53 55 52 52 55 317 60 59
internal_value=0 0.000569678 0.00101118 0.00046524 0.000995347 0.000630632 0.000847918 0.000759446 0.00101061 0.00102164 0.00095794 0.00100608 0.00105142 0.0010302 0.00101093 0.000305078 0.000843487 0.000395757 0.000961867 0.00123889 0.00118271
internal_weight=0 495 1893 360 1825 177 135 124 1742 1634 521 442 1113 1000 888 183 108 107 372 113 112
internal_count=2388 495 1893 360 1825 177 135 124 1742 1634 521 442 1113 1000 888 183 108 107 372 113 112
is_linear=0
shrinkage=0.0032998


Tree=7351
num_leaves=19
num_cat=0
split_feature=44 133 51 1 52 0 2 159 52 2 2 0 11 0 1375 133 3 3
split_gain=0.274892 0.154048 0.136657 0.136372 0.144872 0.124122 0.133454 0.128787 0.118997 0.143877 0.168254 0.122781 0.106909 0.101145 0.0904599 0.0810874 0.0718011 0.0398686
threshold=1.0000000180025095e-35 -0.42671999999999993 -0.41601499999999997 0.095025000000000012 0.087425000000000017 -0.053679999999999992 0.085525000000000004 -0.018164999999999997 0.12371000000000001 -1.0000000180025095e-35 0.096120000000000025 -0.016419999999999997 0.075910000000000019 -0.13314999999999996 -0.062154999999999995 -0.52315499999999993 -0.082744999999999985 -0.055389999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 4 12 6 16 -8 9 -5 -11 -12 13 -4 -15 -1 -6 -10
right_child=-2 2 3 8 5 -7 7 -9 17 10 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.007569274106639691 0.01837407680502073 0.012672270480694523 0.0011218356551426214 -0.0034569779871957669 0.0040328404103417937 -0.0035435868455917911 0.012170958792991978 0.0044378516719107402 0.01164767122521281 0.010245306587135898 -0.00019901142555745703 0.0072205220251013004 0.014829943800263593 0.014110595542768955 0.0070418724000027343 0.017057704041480382 -0.0048079513198677438 0.0050641956884994923
leaf_weight=52 52 77 78 101 52 57 85 221 54 86 229 87 52 55 893 52 52 53
leaf_count=52 52 77 78 101 52 57 85 221 54 86 229 87 52 55 893 52 52 53
internal_value=0 0.00598485 0.00568836 0.00543798 0.00628047 0.00379659 0.00482143 0.00659181 0.00330119 0.00221224 0.00364107 0.00183802 0.00735485 0.00697424 0.00745387 0.0123308 -0.000370281 0.00840349
internal_weight=0 2336 2232 2155 1545 467 410 306 610 503 402 316 1078 1026 948 104 104 107
internal_count=2388 2336 2232 2155 1545 467 410 306 610 503 402 316 1078 1026 948 104 104 107
is_linear=0
shrinkage=0.16829


Tree=7352
num_leaves=14
num_cat=0
split_feature=11 123 52 16 4 13 12 13 16 123 40 12 52
split_gain=0.190283 0.15775 0.100246 0.123223 0.114849 0.0846762 0.0766769 0.162754 0.137188 0.0509047 0.0578648 0.0447281 0.0368868
threshold=0.095360000000000014 0.081180000000000016 -0.40809499999999993 0.21684500000000004 -0.21586499999999997 -1.0000000180025095e-35 -0.070844999999999977 -0.16392499999999996 0.052915000000000011 0.086445000000000008 -0.077714999999999992 0.093840000000000021 -0.54313499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 -5 -6 -8 -9 -3 -11 12 -1
right_child=-2 9 3 5 6 -7 7 8 -10 10 -12 -13 -14
leaf_value=0.0081355800941137531 0.014657962776410691 -0.0039074957353936813 0.012405897973703546 0.004496456587894374 0.010019648158057811 -0.0045724717423121829 -0.004003517328361573 0.0054714029641077088 -0.0019785829936245828 0.0057393566740638049 -0.0013199257661126679 0.0059938133931763619 0.014061018023639267
leaf_weight=66 59 57 63 55 85 62 57 1528 73 64 67 94 58
leaf_count=66 59 57 63 55 85 62 57 1528 73 64 67 94 58
internal_value=0 0.00496367 0.00537413 0.00498425 0.00532719 -0.000293945 0.0050703 0.00481548 0.00513059 0.000279592 0.00211517 0.00880504 0.0109216
internal_weight=0 2329 2141 1923 1806 117 1743 1658 1601 188 131 218 124
internal_count=2388 2329 2141 1923 1806 117 1743 1658 1601 188 131 218 124
is_linear=0
shrinkage=0.16829


Tree=7353
num_leaves=19
num_cat=0
split_feature=1 3 123 159 39 52 12 11 12 3 3 12 3 49 48 12 49 52
split_gain=10.0875 2.17483 1.21696 0.414705 0.485063 0.414417 0.34121 0.325625 0.197039 0.192997 0.213203 0.136232 0.122288 0.142386 0.113677 0.101137 0.123813 0.0252897
threshold=0.10538500000000002 -0.06340999999999998 0.081180000000000016 0.083310000000000009 0.089130000000000015 -0.22243999999999997 0.11628000000000001 1.0000000180025095e-35 0.08708500000000001 -0.12077499999999998 -0.082254999999999981 0.094435000000000005 0.091170000000000015 0.11379500000000002 0.086950000000000013 0.084055000000000005 -0.008624999999999999 -0.010614999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 14 -2 7 9 -9 -1 15 -7 13 -12 -3 17 -17 -11
right_child=1 3 -4 -5 -6 11 -8 8 -10 10 12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.00075402077966573778 0.00095100320177594227 0.00036513964065329707 0.00049324243651964852 6.6295129488487168e-05 0.00013221332536485057 0.00046927537215814638 0.00071749439028308997 0.0012715856511604873 0.00099734091919942772 0.001133790953243761 0.00094194082565504016 0.00069785051297029739 0.00080079127552688768 0.00076230726010540102 0.00056142976930942899 0.00085737598827545665 0.00099426706606289415 0.0010230601791985962
leaf_weight=58 52 80 67 100 89 53 69 55 64 64 689 65 96 54 56 88 537 52
leaf_count=58 52 80 67 100 89 53 69 55 64 64 689 65 96 54 56 88 537 52
internal_value=0 0.000401905 0.000931121 0.000243549 0.000322172 0.000704438 0.000947169 0.000956168 0.00112439 0.000943925 0.000950874 0.000595484 0.000914313 0.000928933 0.000446224 0.000992224 0.000975049 0.00108446
internal_weight=0 495 1893 325 225 170 1826 1757 119 1638 1580 118 839 743 136 741 625 116
internal_count=2388 495 1893 325 225 170 1826 1757 119 1638 1580 118 839 743 136 741 625 116
is_linear=0
shrinkage=0.0032998


Tree=7354
num_leaves=15
num_cat=0
split_feature=44 15 0 0 52 11 3 3 150 52 15 0 16 0
split_gain=0.179442 0.13026 0.147002 0.143791 0.140589 0.134097 0.11729 0.130659 0.0862671 0.0754954 0.0769224 0.0894099 0.0623223 0.0992621
threshold=1.0000000180025095e-35 -0.45015499999999992 -0.080034999999999981 -0.029554999999999994 -0.55089999999999983 0.078065000000000009 -0.0044449999999999993 -0.099169999999999994 0.116995 -0.14488499999999996 -0.010999999999999998 -0.08150499999999998 -0.52374999999999983 -0.15503499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 8 7 -6 9 10 11 -3 -11 -14
right_child=-2 3 -4 4 6 -7 -8 -9 -10 12 -12 -13 13 -15
leaf_value=-0.0072104380996176271 0.014720889001841764 0.001431519401683468 0.0050378448826085952 0.0087453150273253295 0.00051278374455089289 0.012520295936972441 0.0057367192536792542 -0.0099409737923247428 -0.00075456845619277372 -0.00061261651652820331 0.013915678360236381 0.0090282993410817445 0.012024987413458312 0.0049028654001397609
leaf_weight=54 52 65 57 55 90 74 55 54 66 54 52 139 58 1463
leaf_count=54 52 65 57 55 90 74 55 54 66 54 52 139 58 1463
internal_value=0 0.00470813 -0.000904594 0.00498894 0.00121121 0.00547486 -0.000862057 -0.0033949 0.00519908 0.00541466 0.00810621 0.00661656 0.00497604 0.00517563
internal_weight=0 2336 111 2225 254 1971 199 144 1897 1831 256 204 1575 1521
internal_count=2388 2336 111 2225 254 1971 199 144 1897 1831 256 204 1575 1521
is_linear=0
shrinkage=0.16829


Tree=7355
num_leaves=19
num_cat=0
split_feature=4 12 13 12 42 0 4 12 4 12 150 14 475 0 4 12 12 4
split_gain=14.0627 5.51799 2.32949 1.0447 0.96737 0.753478 0.713799 0.636636 0.443186 0.441096 0.265889 0.248373 0.241716 0.203224 0.258844 0.117139 0.0873104 0.0179844
threshold=0.36766000000000004 -1.0000000180025095e-35 -0.16392499999999996 0.13032500000000005 -0.0043149999999999994 -0.14582499999999995 -0.073424999999999976 0.077755000000000005 -0.50547999999999982 0.084055000000000005 0.084680000000000019 -0.41790499999999997 -0.081439999999999985 -0.07304999999999999 -0.17689999999999997 0.084055000000000005 -0.042789999999999988 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 6 -1 -2 8 17 -4 -9 -6 -7 -11 15 -15 -10 -13 -8
right_child=5 2 3 -5 10 11 7 9 13 12 -12 16 -14 14 -16 -17 -18 -19
leaf_value=0.0010541638400476333 0.00067152117257219493 0.00067457314446822886 0.0016777947279852578 0.00086155648699908123 0.00068568073544302563 0.00045883308128593823 0.00097030737000375778 0.0015325922317865745 0.0015244806567089742 0.0014070241127259937 0.00039078280547008164 9.5354185416026007e-05 0.0012471984523281996 0.0013819143149711095 0.0010848362680085852 0.0013849753680779187 0.000280283574066361 0.0010713163104854712
leaf_weight=69 80 65 59 55 93 58 52 79 82 126 53 54 690 80 56 509 59 53
leaf_count=69 80 65 59 55 93 58 52 79 82 126 53 54 690 80 56 509 59 53
internal_value=0 0.00123308 0.00128963 0.00131133 0.00073157 0.000406875 0.00132516 0.0012663 0.00139999 0.00129497 0.00057887 0.000282858 0.00127192 0.0013774 0.00125985 0.00140439 0.000192222 0.00102163
internal_weight=0 2121 1906 1841 215 251 1786 1000 786 895 146 171 816 727 136 591 113 105
internal_count=2372 2121 1906 1841 215 251 1786 1000 786 895 146 171 816 727 136 591 113 105
is_linear=0
shrinkage=0.0032998


Tree=7356
num_leaves=22
num_cat=0
split_feature=12 12 12 42 150 52 12 12 12 52 43 52 52 42 12 52 12 43 43 43 12
split_gain=8.25028 2.2838 1.77718 1.71153 1.22407 0.895467 0.794242 0.425469 0.3879 0.242277 0.320159 0.242123 0.398282 0.198774 0.185585 0.144691 0.113976 0.109501 0.102893 0.0568317 0.0519934
threshold=-0.011819999999999999 0.13820000000000002 0.078515000000000015 -0.0043149999999999994 0.08926000000000002 -0.086814999999999989 0.099815000000000015 0.084055000000000005 -0.079584999999999989 0.08321000000000002 -0.0083249999999999973 -0.080429999999999988 0.026115000000000003 0.081180000000000016 0.087745000000000004 0.0043000000000000009 0.083310000000000009 -0.10227499999999999 -0.11741999999999998 0.066010000000000013 0.10862500000000001
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 4 -1 5 -2 7 16 13 10 18 -8 -13 -5 -12 -7 -4 -11 -9 -19 -14
right_child=1 -3 6 8 -6 15 11 9 -10 17 14 12 20 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=0.001044914226753756 0.0013831607951559244 0.00056656202083200837 0.0013278300310642988 0.00044294522007881502 0.00057687789199991799 0.00086451082082892065 0.0012418914562243356 0.0010409961716234405 0.00022611670854766753 0.0014557349311008073 0.0014683533974754349 0.00086406657143057097 0.0010840895046834028 0.00065987586626128632 0.0012610598349614298 0.0010589780944540224 0.0015279325877906411 0.0012813188055886659 0.0011879753509617865 0.0014057845072323991 0.001236279951488566
leaf_weight=75 75 64 55 100 67 98 79 64 54 57 66 94 58 88 193 78 86 387 428 52 54
leaf_count=75 75 64 55 100 67 98 79 64 54 57 66 94 58 88 193 78 86 387 428 52 54
internal_value=0 0.00118116 0.0012009 0.000608985 0.000974264 0.0010802 0.00124396 0.00127668 0.000473737 0.00125704 0.00121901 0.00108447 0.00102393 0.000544675 0.00131402 0.000950895 0.00145013 0.00131455 0.00116893 0.00129614 0.00115778
internal_weight=0 2055 1991 317 318 251 1673 1388 242 1247 751 285 206 188 259 176 141 496 492 439 112
internal_count=2372 2055 1991 317 318 251 1673 1388 242 1247 751 285 206 188 259 176 141 496 492 439 112
is_linear=0
shrinkage=0.0032998


Tree=7357
num_leaves=15
num_cat=0
split_feature=3 39 15 49 16 11 3 0 12 39 0 15 11 49
split_gain=5.80981 5.2871 0.927083 0.682057 0.660518 0.668074 0.655551 0.614545 0.560749 0.358706 0.314599 0.23985 0.226576 0.0818667
threshold=0.11745500000000002 0.081875000000000017 -0.37478999999999996 0.055245000000000009 -0.51287499999999986 1.0000000180025095e-35 0.25468500000000005 -0.023359999999999995 0.084055000000000005 0.10076500000000001 -0.10264999999999998 0.076335000000000014 0.085630000000000026 -0.020999999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 -4 7 -2 8 10 13 -6 -10 -7 -3
right_child=6 3 4 -5 5 12 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=0.00067018460402967089 0.00063550469942505179 0.00051502654705015076 0.000775435022866501 0.00092179835624943863 0.001103018983937161 0.0015056014972277374 0.00022088386237236864 0.0008383699280316248 0.0010357620358213029 0.00030680260085166487 0.001347877670403716 0.0011251837599302746 0.0012180953924629553 0.00068134472858912194
leaf_weight=57 72 68 67 52 95 55 99 98 645 71 153 702 71 67
leaf_count=57 72 68 67 52 95 55 99 98 645 71 153 702 71 67
internal_value=0 0.00102743 0.00108639 0.00058331 0.00109895 0.00111084 0.000395667 0.00109348 0.00110913 0.000497696 0.00125422 0.00108239 0.00134387 0.000597831
internal_weight=0 2201 1943 258 1886 1819 171 1693 1595 206 248 1347 126 135
internal_count=2372 2201 1943 258 1886 1819 171 1693 1595 206 248 1347 126 135
is_linear=0
shrinkage=0.0032998


Tree=7358
num_leaves=20
num_cat=0
split_feature=1 160 49 1 132 16 475 133 3 151 475 3 51 49 16 16 51 16 49
split_gain=0.410968 0.173651 0.142999 0.141983 0.121714 0.133672 0.116153 0.108139 0.132921 0.0959312 0.1163 0.0861079 0.0807752 0.0596553 0.0586864 0.102513 0.0890269 0.0462691 0.0356824
threshold=0.12007000000000002 -0.54856499999999986 -0.014869999999999998 0.085265000000000021 0.082230000000000011 -0.065229999999999996 -0.095964999999999981 -0.07218999999999999 -0.088269999999999987 -0.083559999999999982 -0.011519999999999997 -0.017449999999999997 -0.013119999999999998 0.092625000000000013 -0.14169499999999999 -0.43370499999999995 -0.06512999999999998 -0.085314999999999988 -0.088434999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 18 6 -6 -4 8 -8 12 -11 -5 -9 -10 15 -2 -16 -13 -3
right_child=14 2 4 11 5 -7 7 9 13 10 -12 17 -14 -15 16 -17 -18 -19 -20
leaf_value=0.017165305118001021 -0.0011709190790221721 0.005480744609815051 0.015821300452597987 -0.003153774904545346 0.0078596671511106646 -0.0017200336561441799 0.017697636374126573 0.016383067576446735 0.01040782642852881 0.0019694921322368319 0.007413578451699967 0.00066914413293478144 0.0081017025841871228 0.0040569363597710963 0.0031034638259018802 0.0086518065312000333 -0.0056555052533382773 0.0075797788388060998 0.011501312193754222
leaf_weight=52 69 56 57 79 91 75 64 57 204 127 945 56 84 54 56 53 79 55 59
leaf_count=52 69 56 57 79 91 75 64 57 204 127 945 56 84 54 56 53 79 55 59
internal_value=0 0.00753492 0.00729131 0.00391575 0.00787592 0.00352067 0.00832892 0.00804953 0.0108028 0.00731717 0.00677029 0.00108006 0.0114622 0.00908553 0.000400641 0.0030816 -0.00200885 0.00410952 0.00858518
internal_weight=0 2115 2063 305 1758 166 1592 1535 322 1213 1072 190 141 258 257 122 135 111 115
internal_count=2372 2115 2063 305 1758 166 1592 1535 322 1213 1072 190 141 258 257 122 135 111 115
is_linear=0
shrinkage=0.16829


Tree=7359
num_leaves=16
num_cat=0
split_feature=1 0 0 160 150 2 483 13 39 39 393 1452 151 483 0
split_gain=0.284428 0.128043 0.127124 0.0954619 0.0798352 0.180617 0.0761876 0.0731893 0.0730807 0.0677913 0.0944276 0.0712821 0.0615049 0.057632 0.0519608
threshold=0.12007000000000002 -0.10490499999999998 0.13830500000000004 -0.54119499999999987 1.0000000180025095e-35 0.10293500000000001 0.08981500000000002 -0.08533499999999998 0.099745000000000014 1.0000000180025095e-35 1.0000000180025095e-35 0.088995000000000019 -0.014594999999999999 0.11006000000000002 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 12 9 -3 -9 10 11 -5 14 -8 -6
right_child=1 7 -4 4 5 -7 13 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.012851092302430778 0.0066004567981676615 -0.0072193957461840616 -0.0018432992294934339 0.0073795062660079475 0.011676871842322436 -0.0034441589313398565 0.00039776677526223264 0.0032228767120303595 -0.0048037226601967183 0.011715602963706577 0.0015522426842270985 0.0016366954682731931 0.0019346979670148664 0.0070586243680589881 0.0047577811937187771
leaf_weight=65 68 53 53 1338 67 75 92 84 52 84 93 65 62 62 59
leaf_count=65 68 53 53 1338 67 75 92 84 52 84 93 65 62 62 59
internal_value=0 0.000332041 0.00626845 0.00647782 0.00626947 0.0035228 0.00668503 -0.00191376 0.000140673 0.00703419 0.00677013 0.00711473 0.00631172 0.00309108 0.00845124
internal_weight=0 257 2115 2062 1997 263 1734 189 136 1580 1496 1403 188 154 126
internal_count=2372 257 2115 2062 1997 263 1734 189 136 1580 1496 1403 188 154 126
is_linear=0
shrinkage=0.16829


Tree=7360
num_leaves=23
num_cat=0
split_feature=1 1 2 2 4 1 41 49 49 15 43 52 52 1455 131 16 16 16 15 4 52 4
split_gain=13.0058 2.64398 1.66315 0.819429 0.804089 0.568936 0.6869 0.556488 0.519506 0.402345 0.298688 0.260171 0.431084 0.24971 0.227466 0.215714 0.208944 0.177215 0.108195 0.0865493 0.0654121 0.0505327
threshold=0.10732500000000002 0.12500000000000003 0.098365000000000022 0.114805 0.30163500000000004 0.089625000000000024 0.075585000000000013 -0.014169999999999999 -0.014169999999999999 -0.42759999999999992 -0.079774999999999985 -0.51296999999999993 0.026115000000000003 0.084305000000000005 0.090175000000000019 0.26753000000000005 -0.046599999999999996 -0.040964999999999994 -0.11055 -0.10429499999999998 0.11037500000000001 -0.075239999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 -3 6 13 -4 -7 -6 -2 -9 15 18 16 -13 21 -14 -1 -20 -21 -10
right_child=1 4 7 -5 9 8 -8 11 14 -11 -12 12 17 -15 -16 -17 -18 -19 19 20 -22 -23
leaf_value=0.0018585232083422082 0.001229867879918683 0.00099920522084972455 0.0012217724866332362 0.0010356173193574237 0.00076934384931291462 0.0012903803096835681 0.0020974861241765202 0.0017019168096817673 0.0015868611628025865 0.0003819523883889657 0.0015488401205410252 0.0012603843817354102 0.0017180419215239689 0.0015545228414982001 0.0018217470296063984 0.0015321857050819264 0.0014096589740453557 0.001465775481032972 0.0018561536881855668 0.0017341434993084293 0.001634495040424021 0.0017427913093445845
leaf_weight=90 52 89 75 96 61 55 59 83 53 57 90 91 84 86 64 52 53 52 65 786 94 57
leaf_count=90 52 89 75 96 61 55 59 83 53 57 90 91 84 86 64 52 53 52 65 786 94 57
internal_value=0 0.001035 0.00166199 0.00127243 0.000761841 0.00171553 0.00174764 0.00148278 0.00158106 0.000582513 0.00143228 0.00153675 0.00148749 0.00172919 0.00165133 0.00135947 0.0015842 0.00162185 0.00174367 0.0017327 0.00172354 0.00166798
internal_weight=0 445 1899 238 207 1462 1180 437 282 118 142 362 279 1121 227 143 163 136 1035 945 880 110
internal_count=2344 445 1899 238 207 1462 1180 437 282 118 142 362 279 1121 227 143 163 136 1035 945 880 110
is_linear=0
shrinkage=0.0032998


Tree=7361
num_leaves=30
num_cat=0
split_feature=1 1 2 2 1 13 0 2 49 51 1 0 13 131 52 0 2 2 13 16 0 0 16 52 16 1 51 13 2
split_gain=13.7133 2.49601 1.35271 1.06054 0.80913 0.555533 0.529485 0.506292 0.418824 0.3241 0.315522 0.303004 0.291373 0.186452 0.181508 0.378137 0.180309 0.172215 0.146414 0.131498 0.102213 0.0919631 0.0813269 0.088303 0.0737967 0.0701968 0.06247 0.0468136 0.0374116
threshold=0.10732500000000002 0.13662500000000002 0.098365000000000022 0.114805 0.089625000000000024 -0.117405 -0.14151499999999997 -1.0000000180025095e-35 -0.014169999999999999 -0.085574999999999984 0.14699000000000004 -0.074204999999999979 -0.0074049999999999993 0.090175000000000019 -0.51296999999999993 -0.029554999999999994 0.084895000000000012 0.074875000000000011 -0.0073499999999999998 -0.046599999999999996 -0.088884999999999978 -0.086224999999999982 0.055635000000000011 0.026115000000000003 -0.087969999999999979 0.08801500000000001 0.08406000000000001 -0.048839999999999995 0.11018500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 -1 -4 -2 -6 20 -3 -9 -5 19 -8 22 17 25 -19 27 -7 26 23 -16 -23 -11 -18 -10 -25
right_child=1 10 6 12 8 9 14 11 13 16 -12 -13 -14 -15 15 -17 21 18 -20 -21 -22 24 -24 28 -26 -27 -28 -29 -30
leaf_value=0.0017474659444064772 0.0007615888001712267 0.00045261163267768125 0.00089372328628345204 0.000480595311797994 0.00095258826983262855 0.0014466847273196183 0.001346322150136113 0.00094566065020542007 0.0013561168365264435 0.0012562404157286247 0.00012006138082600767 0.0012888634606934833 0.00078091342760875325 0.0014306069591996863 0.0011598574721739393 0.00091722089666487468 0.0014260444574768728 0.0014456808298998092 0.0016512179215527458 0.001076596832504977 0.0016472158519938156 0.0011910561181306669 0.0011239024951660182 0.0012592659945727979 0.0013301056375610736 0.0014283093193924491 0.0012892036969434683 0.0012083946996760554 0.0013954716764987612
leaf_weight=52 61 62 68 75 55 55 88 52 55 64 63 64 68 64 57 53 193 167 53 53 68 53 63 54 369 53 53 55 54
leaf_count=52 61 62 68 75 55 55 88 52 55 64 63 64 68 64 57 53 193 167 53 53 68 53 63 54 369 53 53 55 54
internal_value=0 0.000681129 0.00132488 0.000835644 0.00137316 0.0014113 0.00116327 0.00100672 0.00121347 0.00139577 0.000285288 0.00113532 0.00062365 0.00127653 0.00121284 0.00117092 0.0013759 0.00143961 0.00149536 0.00121582 0.00155783 0.00134371 0.00122973 0.00126993 0.00131273 0.00133449 0.00139671 0.00128258 0.0013277
internal_weight=0 445 1899 320 1462 1180 437 177 282 1128 125 116 143 227 369 281 1005 337 220 163 123 668 228 165 422 117 246 110 108
internal_count=2344 445 1899 320 1462 1180 437 177 282 1128 125 116 143 227 369 281 1005 337 220 163 123 668 228 165 422 117 246 110 108
is_linear=0
shrinkage=0.0032998


Tree=7362
num_leaves=23
num_cat=0
split_feature=1 1 3 123 4 47 52 3 47 0 1 13 4 4 0 4 457 43 1212 4 13 0
split_gain=7.14943 1.22467 0.782752 0.588986 0.521973 0.471722 0.376012 0.372486 0.344339 0.232843 0.227424 0.172357 0.208294 0.170695 0.162699 0.128066 0.127356 0.115806 0.0942869 0.0888611 0.0754791 0.0499333
threshold=0.11695500000000002 0.095025000000000012 0.30112000000000005 1.0000000180025095e-35 -0.039459999999999995 0.085770000000000027 -0.012574999999999998 0.094285000000000008 0.079855000000000023 -0.079249999999999987 0.13686500000000004 0.039845000000000012 -0.01712 -0.081079999999999985 -0.050864999999999994 0.36766000000000004 0.085230000000000014 -0.081114999999999979 0.086920000000000011 0.082475000000000007 -0.082689999999999986 -0.092514999999999986
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 7 5 4 14 10 -6 8 9 13 -2 12 17 18 -3 -8 19 -11 20 -15 -1 -10
right_child=2 3 -4 -5 6 -7 15 -9 21 11 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0011514210722504668 0.00040906833251174883 0.00079764259672288225 1.5417771267339547e-05 0.0004618790592700098 0.00048419760927302273 0.00062954524961861844 0.00087961289847816773 0.00064557930217131311 0.0011661959513047883 0.0010632377509037711 0.00013701208553810256 0.00071141951091276525 0.00074045167766845362 0.00090925770221556435 0.0010382653179963576 0.00065899936591420753 0.0010647618992004697 0.00088986045120281309 0.00091087238935761696 0.00078555271751995764 0.0010038655328792939 0.0010296764726794849
leaf_weight=52 90 54 69 81 75 76 68 54 56 56 54 85 90 537 77 53 54 208 100 77 196 82
leaf_count=52 90 54 69 81 75 76 68 54 56 56 54 85 90 537 77 53 54 208 100 77 196 82
internal_value=0 0.0008771 0.000322594 0.00071486 0.000777417 0.000418776 0.00066901 0.00091727 0.000926457 0.000911365 0.000307292 0.000847037 0.000879501 0.000939125 0.000939346 0.000783272 0.000907674 0.000926771 0.000999394 0.000893802 0.00103495 0.00108533
internal_weight=0 2055 289 408 327 220 196 1647 1593 1455 144 439 354 1016 131 121 668 264 348 614 248 138
internal_count=2344 2055 289 408 327 220 196 1647 1593 1455 144 439 354 1016 131 121 668 264 348 614 248 138
is_linear=0
shrinkage=0.0032998


Tree=7363
num_leaves=17
num_cat=0
split_feature=2 10 10 2 0 402 15 15 1456 15 0 155 2 2 0 0
split_gain=0.322142 0.160641 0.141977 0.103619 0.13895 0.130034 0.108289 0.148736 0.0995498 0.20831 0.133125 0.096301 0.0849518 0.0746651 0.0724182 0.0825417
threshold=0.13631000000000001 1.0000000180025095e-35 -0.010699999999999999 0.093365000000000017 -0.014334999999999999 0.081585000000000019 -0.18708499999999997 0.0056700000000000006 -0.011624999999999998 -0.063199999999999992 -0.14989499999999997 0.095050000000000009 0.090000000000000011 0.10699500000000002 -0.072364999999999985 -0.039129999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 -5 11 9 -4 -10 -8 -12 -9 -2 -16
right_child=14 -3 3 5 -6 -7 7 13 10 -11 12 -13 -14 -15 15 -17
leaf_value=0.016174120262526178 -0.0052819406462029147 -0.00089068862978809846 0.009862297025723072 0.013399597881636107 0.016659432106377409 -0.0017912574676319435 0.0030208193065589277 0.0075448775474271238 0.015962437157010349 -0.0023950185511822388 0.0086589909294140371 0.0091233288179571378 0.004147522528696412 0.015594736358983334 0.0068693779598064534 -0.0024632331530447804
leaf_weight=55 55 63 82 59 55 58 354 89 65 75 944 93 137 53 54 53
leaf_count=55 55 63 82 59 55 58 354 89 65 75 944 93 137 53 54 53
internal_value=0 0.0074582 0.00770727 0.00748078 0.00834359 0.0058186 0.0065025 0.00580856 0.0079912 0.00399545 0.00853704 0.00429449 0.00808889 0.0105621 -0.000309331 0.00222989
internal_weight=0 2182 2119 2064 1358 706 648 589 1303 157 1146 447 1081 142 162 107
internal_count=2344 2182 2119 2064 1358 706 648 589 1303 157 1146 447 1081 142 162 107
is_linear=0
shrinkage=0.16829


Tree=7364
num_leaves=22
num_cat=0
split_feature=4 3 3 43 3 43 2 11 52 3 3 2 1454 4 130 51 3 160 13 52 52
split_gain=7.16102 2.74803 0.875228 1.18971 0.679543 0.418108 0.379216 0.339221 0.301622 0.227173 0.219425 0.196586 0.130889 0.106375 0.0907726 0.113079 0.112349 0.102234 0.0728905 0.0408105 0.0475203
threshold=0.30163500000000004 -0.049204999999999992 0.25468500000000005 -0.042649999999999993 0.13524500000000003 -1.0000000180025095e-35 0.097070000000000004 1.0000000180025095e-35 -0.077269999999999991 0.10323000000000002 -0.10175499999999998 0.086100000000000024 0.081220000000000014 0.0041500000000000009 -0.081379999999999994 -0.085574999999999984 -0.090769999999999976 -0.075414999999999982 -0.079149999999999984 -0.22711499999999998 0.057125000000000002
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 6 3 8 5 -2 7 12 -3 11 -8 -5 14 -13 -1 17 -17 -16 -12 -20 -21
right_child=4 2 -4 9 -6 -7 10 -9 -10 -11 18 13 -14 -15 15 16 -18 -19 19 20 -22
leaf_value=0.00089322059351551312 0.00029219830471014917 0.00040507679774886749 0.000328047421614904 0.0011302208122097672 1.9338922544129414e-05 0.00061156403848977451 0.00077949365644417541 0.0012803896223787766 0.00072333417686097482 0.00074965075345047522 0.0010768044376395067 0.00080024575921078169 0.00086836550587809339 0.00099737365454506113 0.0012513356402077559 0.0011043713888381746 0.0010107994414258847 0.0010400055754930296 0.0010146477701665523 0.00081979390012092233 0.00095368916922451545
leaf_weight=53 98 86 55 58 55 83 100 60 53 74 54 66 59 60 52 179 854 55 55 54 81
leaf_count=53 98 86 55 58 55 83 100 60 53 74 54 66 59 60 52 179 854 55 55 54 81
internal_value=0 0.000947594 0.000719276 0.000773388 0.000341226 0.000438842 0.00100989 0.00103566 0.00052668 0.000906168 0.000911515 0.000968923 0.0010239 0.000894396 0.00103156 0.00103797 0.00102705 0.00114304 0.000965477 0.000933652 0.000900392
internal_weight=0 2108 452 397 236 181 1656 1312 139 258 344 184 1252 126 1193 1140 1033 107 244 190 135
internal_count=2344 2108 452 397 236 181 1656 1312 139 258 344 184 1252 126 1193 1140 1033 107 244 190 135
is_linear=0
shrinkage=0.0032998


Tree=7365
num_leaves=22
num_cat=0
split_feature=4 3 150 14 51 150 3 4 3 4 0 15 456 16 16 15 475 3 133 12 16
split_gain=7.31518 3.19685 1.32128 0.82972 0.705257 0.665073 0.466621 0.382295 0.356482 0.353769 0.330768 0.206776 0.197615 0.189363 0.164838 0.178927 0.137765 0.111737 0.0855806 0.0687031 0.0306244
threshold=0.30163500000000004 -0.049204999999999992 0.086845000000000019 -0.42214499999999994 -0.097374999999999975 0.081245000000000026 -0.0053599999999999993 0.053010000000000009 0.10703500000000001 -0.0058549999999999991 0.04939000000000001 -0.055344999999999998 0.088050000000000017 -0.49181999999999998 -0.076489999999999989 -0.096114999999999992 -0.085684999999999997 -0.092019999999999977 0.015045000000000001 0.092495000000000008 -0.083479999999999985
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 7 4 -2 -3 13 9 10 -8 -6 12 19 14 -5 17 -16 -17 18 -1 -9 -19
right_child=3 2 -4 5 6 -7 8 11 -10 -11 -12 -13 -14 -15 15 16 -18 20 -20 -21 -22
leaf_value=0.0012600013731578273 0.00070944888918526286 0.0010977299591772174 0.00035332309141611226 0.00028095661137964148 0.00038014618575671208 0.00058164707426219537 0.00097176938674818658 0.001057348075163567 0.00065964219540546242 0.00075318949630087206 0.00085588229185722109 0.00073364069085278885 0.0012572353094574666 4.229108079246816e-05 0.0011876493492729624 0.0011508059106961328 0.00098387048016992181 0.0010858387472931484 0.0010811212412968698 0.00089567412098987215 0.0010217808579314224
leaf_weight=70 62 70 91 69 58 55 94 54 71 54 98 66 53 77 62 62 619 313 58 74 146
leaf_count=70 62 70 91 69 58 55 94 54 71 54 98 66 53 77 62 62 619 313 58 74 146
internal_value=0 0.000959183 0.000707925 0.000375378 0.000800817 0.000272157 0.000725658 0.00102486 0.000837674 0.000560321 0.00104304 0.000885915 0.00105628 0.000155326 0.00104824 0.0010149 0.00099912 0.00109039 0.00117922 0.000964156 0.00106554
internal_weight=0 2113 438 263 347 201 277 1675 165 112 1481 194 1383 146 1330 743 681 587 128 128 459
internal_count=2376 2113 438 263 347 201 277 1675 165 112 1481 194 1383 146 1330 743 681 587 128 128 459
is_linear=0
shrinkage=0.0032998


Tree=7366
num_leaves=23
num_cat=0
split_feature=1 0 159 51 4 4 3 4 4 0 0 42 133 12 4 2 1213 1212 481 0 48 43
split_gain=0.438394 0.22973 0.122427 0.147791 0.161669 0.166552 0.26083 0.119276 0.0994602 0.0866545 0.107989 0.0968616 0.0987677 0.0839306 0.0837204 0.0767671 0.0557654 0.0788725 0.0690451 0.0467199 0.0345917 0.0246119
threshold=0.098370000000000027 -0.12608499999999997 0.10579500000000001 -0.12463499999999998 0.50230500000000011 -0.17689999999999997 -0.046329999999999989 -0.0087849999999999977 0.054560000000000004 -0.16242999999999996 -0.095584999999999989 -0.092009999999999995 -0.0073049999999999999 -1.0000000180025095e-35 0.17982000000000001 0.084715000000000013 0.12389500000000002 0.090080000000000007 -0.084999999999999992 -0.10324499999999999 0.014805 -0.011584999999999998
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=8 13 3 -3 5 -5 7 -7 9 -1 15 12 -12 -2 21 -11 17 18 -13 -17 -15 -10
right_child=1 2 -4 4 -6 6 -8 -9 14 10 11 16 -14 20 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.002037460349457627 -0.0066711471196268949 -0.0012209533070264738 -0.0010458511702183555 0.013600735791620782 0.015973434002201241 0.014404336091902021 -0.0041122178478290947 0.003494828857185538 0.0041782626072841052 0.0080633738582493453 0.018508806435908753 0.013318303401194921 0.0093677605421097071 0.003801651168273783 0.0092622643533041091 0.019552194217624053 0.013243607768746512 0.0030172091722041106 0.0078405391434049204 0.012300439365994599 -0.0020520391679047533 -0.00053223411857191143
leaf_weight=52 66 59 73 63 58 54 75 61 75 55 53 71 95 57 77 52 57 91 969 53 57 53
leaf_count=52 66 59 73 63 58 54 75 61 75 55 53 71 95 57 77 52 57 91 969 53 57 53
internal_value=0 0.0031704 0.00523143 0.00647478 0.00794052 0.00609188 0.00359264 0.00863318 0.00837298 0.00883571 0.00907081 0.00857217 0.0126534 -0.00189204 0.00487003 0.0132232 0.00806223 0.00779951 0.00821623 0.0159089 0.000859047 0.00221379
internal_weight=0 623 443 370 311 253 190 115 1753 1548 1496 1336 148 180 205 160 1188 1131 1040 105 114 128
internal_count=2376 623 443 370 311 253 190 115 1753 1548 1496 1336 148 180 205 160 1188 1131 1040 105 114 128
is_linear=0
shrinkage=0.16829


Tree=7367
num_leaves=17
num_cat=0
split_feature=2 30 1186 1444 1447 1447 43 43 151 1429 42 159 159 43 51 475
split_gain=0.279244 0.259125 0.141487 0.140619 0.124362 0.134001 0.104527 0.0935062 0.085698 0.067288 0.0737162 0.04601 0.199539 0.0726878 0.0441517 0.0453563
threshold=0.099675000000000014 0.086065000000000016 0.068350000000000008 -0.050539999999999995 -0.086059999999999984 -0.073059999999999986 -0.16205499999999998 -0.09139499999999999 -0.086824999999999986 0.085625000000000021 0.089625000000000024 0.012830000000000003 0.107895 0.12203500000000002 -0.12463499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -2 -8 -9 10 -7 13 -13 14 -10 -16
right_child=6 -3 -4 4 5 9 7 8 11 -11 -12 12 -14 -15 15 -17
leaf_value=0.015715474393174087 -0.0042798538536622755 -0.0044575238701032192 0.015951008994702951 0.014134426870917524 -0.0016511963875032838 0.0077709965039665686 0.010069862022109416 -0.003393913140349542 -0.00084207957980195224 0.0012380528938520036 0.0049206260033985193 -0.0066398193029522682 0.0071637065217451451 0.0099663992564797792 0.0088553643660989161 0.0033316590109567874
leaf_weight=52 52 54 53 63 55 1004 57 55 55 60 351 56 63 58 52 236
leaf_count=52 52 54 53 63 55 1004 57 55 55 60 351 56 63 58 52 236
internal_value=0 0.00699199 0.00737054 0.00708249 0.00678849 0.00647244 0.00295722 0.00355551 0.00290662 0.00678947 0.00703396 0.00357648 0.000652832 0.00443961 0.00349981 0.00433523
internal_weight=0 1692 1638 1585 1533 1470 684 632 575 1415 1355 520 119 401 343 288
internal_count=2376 1692 1638 1585 1533 1470 684 632 575 1415 1355 520 119 401 343 288
is_linear=0
shrinkage=0.16829


Tree=7368
num_leaves=20
num_cat=0
split_feature=4 12 2 3 2 13 4 4 51 0 0 3 0 2 42 0 2 42 12
split_gain=14.4558 5.39979 2.32182 1.64603 1.4605 1.02905 0.670595 0.527303 0.495475 0.485776 0.455529 0.451849 0.515749 0.337624 0.244314 0.227181 0.150364 0.135174 0.12442
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 -0.0035149999999999995 0.12358500000000001 -0.14545999999999995 0.046720000000000005 -0.030434999999999993 -0.031729999999999994 -0.071339999999999987 -0.097199999999999995 0.13772500000000001 -0.10653 0.091955000000000023 0.080060000000000006 -0.13513499999999998 0.11444000000000001 0.10059500000000002 0.090255000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -3 10 -5 -8 -1 -7 12 -2 14 -12 -4 -14 -15 -10
right_child=11 4 15 7 -6 6 8 -9 18 -11 13 -13 16 17 -16 -17 -18 -19 -20
leaf_value=0.0012840408575004957 0.0010400882221872673 0.0020820268988055346 0.00069007099240749091 0.001838826232383796 0.0011007448510134907 0.0019230377949897141 0.0011871992858621496 0.0014492891206196066 0.0016809434584474483 0.0008647326895932215 0.0017524153112265482 0.00048009325631492058 0.0008147681418314897 0.0015291114882107013 0.0016432384833693155 0.00097272822168539364 0.00058920003033092799 0.0017084417853089338 0.0014712995203935055
leaf_weight=72 71 61 53 67 53 74 54 91 60 53 377 58 60 273 611 79 74 60 75
leaf_count=72 71 61 53 67 53 74 54 91 60 53 377 58 60 273 611 79 74 60 75
internal_value=0 0.00155935 0.0012216 0.00139037 0.00164188 0.00165929 0.00164299 0.0016147 0.00145705 0.00110654 0.00166816 0.000738723 0.000811725 0.00165385 0.00168493 0.000859504 0.000690464 0.00156153 0.00156474
internal_weight=0 2113 415 283 1698 1645 1584 158 189 125 1395 263 205 1321 988 132 134 333 135
internal_count=2376 2113 415 283 1698 1645 1584 158 189 125 1395 263 205 1321 988 132 134 333 135
is_linear=0
shrinkage=0.0032998


Tree=7369
num_leaves=21
num_cat=0
split_feature=1 0 49 159 1 13 151 0 47 49 16 16 155 1 16 50 16 3 3 0
split_gain=0.278631 0.132679 0.159331 0.139604 0.0888634 0.0823332 0.0796574 0.105182 0.0971921 0.0697252 0.0717024 0.154642 0.11235 0.152696 0.132029 0.12078 0.0693356 0.143117 0.0935046 0.0198587
threshold=0.090540000000000023 -0.14454499999999995 -1.0000000180025095e-35 -0.09083999999999999 0.088950000000000015 -0.14819499999999997 -0.085134999999999975 -0.13314999999999996 0.081320000000000017 0.087950000000000014 -0.082909999999999984 -0.41163499999999992 0.10158500000000002 0.10141500000000002 0.034535000000000003 0.089030000000000012 -0.011694999999999999 -0.085499999999999979 -0.090989999999999988 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 19 -8 16 10 11 -5 13 15 -15 -12 18 -18 -9 -7
right_child=1 3 -4 9 -6 6 7 8 -10 -11 12 -13 -14 14 -16 -17 17 -19 -20 -21
leaf_value=0.013463564017827929 0.0048385579483877349 0.01244392129808874 -0.0056772630986797849 0.0015281972571846933 0.013385295807364077 0.012972174122705783 0.00012297449383439195 0.011344913384218206 0.012881420361905056 0.0094043714808789459 0.009245225297513442 0.011479310319589393 0.0084600234836499522 -0.0089657837705072862 0.00068596406474237981 -0.00087729093838705325 -0.00040911615282233736 0.0067615848553278131 0.0064486888953596251 0.0085620042368329801
leaf_weight=55 76 58 88 100 66 65 72 134 70 57 76 80 61 62 113 59 116 243 666 59
leaf_count=55 76 58 88 100 66 65 72 134 70 57 76 80 61 62 113 59 116 243 666 59
internal_value=0 0.00348536 -0.000793123 0.00454162 0.0073131 0.0070411 0.00679196 0.00640015 0.00676643 0.00378483 0.00320024 0.0059609 0.00185599 0.000550696 -0.00272325 0.004808 0.00639556 0.00443959 0.00727105 0.0108883
internal_weight=0 830 164 666 1546 1480 1425 1301 1229 608 551 180 371 310 175 135 1159 359 800 124
internal_count=2376 830 164 666 1546 1480 1425 1301 1229 608 551 180 371 310 175 135 1159 359 800 124
is_linear=0
shrinkage=0.16829


Tree=7370
num_leaves=16
num_cat=0
split_feature=4 12 1 3 14 1 12 3 52 52 4 4 12 12 1
split_gain=8.31272 3.2459 1.22161 1.13869 1.43057 0.586712 0.490895 0.44626 0.88576 0.282613 0.369372 0.241831 0.233432 0.18167 0.175033
threshold=0.30163500000000004 -0.010219999999999998 0.092655000000000015 0.11745500000000002 0.062655000000000016 0.14310500000000001 0.11844 -0.12077499999999998 -0.14198999999999998 -0.048309999999999992 0.005935000000000001 0.41816000000000003 0.090175000000000019 -0.088294999999999985 0.12122500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 11 7 8 -3 10 -9 -2 -11 -4 -13
right_child=5 3 13 -5 -6 -7 -8 9 -10 12 -12 14 -14 -15 -16
leaf_value=0.0010207295455258105 0.00036540697066270796 0.0012606295726473456 0.00060582101135613054 0.0007490640802715196 0.0016376668878072273 0.00014209381831744986 0.00085949760452730677 0.0011308957437770834 0.00071831091517239121 0.0012235559495595797 0.00087315997057051478 0.00074877430018516526 0.0011287599600336455 0.00035395363705411969 0.00050121017815030417
leaf_weight=80 64 59 77 82 63 54 71 295 75 675 78 59 515 54 69
leaf_count=80 64 59 77 82 63 54 71 295 75 675 78 59 515 54 69
internal_value=0 0.00108786 0.000699007 0.00113073 0.0011478 0.000446854 0.00113033 0.00114164 0.000957356 0.00115741 0.00107709 0.000532384 0.00118256 0.000502267 0.000615597
internal_weight=0 2124 211 1913 1831 246 1768 1697 134 1563 373 192 1190 131 128
internal_count=2370 2124 211 1913 1831 246 1768 1697 134 1563 373 192 1190 131 128
is_linear=0
shrinkage=0.0032998


Tree=7371
num_leaves=18
num_cat=0
split_feature=1 52 2 39 2 52 1 49 16 11 13 16 47 51 13 13 13
split_gain=11.7238 2.40057 1.64399 1.05399 0.781491 0.63546 0.425371 0.273213 0.463934 0.380987 0.287256 0.243008 0.191156 0.196294 0.153974 0.137178 0.124304
threshold=0.10557500000000002 -0.40492999999999996 0.14823500000000003 0.081875000000000017 0.11366500000000002 0.13066000000000003 0.092550000000000007 -0.020999999999999994 -0.080789999999999987 1.0000000180025095e-35 -0.097519999999999982 0.058765000000000005 0.094825000000000007 0.11144500000000002 -0.11255999999999998 -0.0013449999999999996 -0.016289999999999995
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 7 11 -5 8 -1 10 -9 14 13 -12 -3 -16 -6
right_child=1 2 -4 6 16 -7 -8 9 -10 -11 12 -13 -14 -15 15 -17 -18
leaf_value=0.00079709965703457931 0.0012364472644733327 0.00061306683548241914 5.1021203741132545e-05 0.0010150956175871571 0.00099729474369105418 0.0009140490018907058 0.00060153081363670876 0.00093654161420164575 0.0011729639352677655 0.0014006854720215107 0.0012032655228176215 0.00072088019493119892 0.0010391234935224389 0.0009977010863901261 0.00033856142734449939 0.00051772148616250388 0.00077704199298607457
leaf_weight=56 52 70 78 58 61 53 52 55 103 87 1191 56 97 55 93 97 56
leaf_count=56 52 70 78 58 61 53 52 55 103 87 1191 56 97 55 93 97 56
internal_value=0 0.00056497 0.000486778 0.00113439 0.00115401 0.000578793 0.000819913 0.00117262 0.00104081 0.00118671 0.00117337 0.000522452 0.00118304 0.00119422 0.000479578 0.000430213 0.000892176
internal_weight=0 499 447 1871 1761 369 110 1644 159 1485 1398 316 1343 1246 260 190 117
internal_count=2370 499 447 1871 1761 369 110 1644 159 1485 1398 316 1343 1246 260 190 117
is_linear=0
shrinkage=0.0032998


Tree=7372
num_leaves=18
num_cat=0
split_feature=2 12 12 15 14 52 47 52 3 403 402 2 15 52 12 157 130
split_gain=0.250148 0.224664 0.235612 0.241643 0.17193 0.235264 0.156703 0.153572 0.0962815 0.0789882 0.0847532 0.0976082 0.124254 0.111829 0.081302 0.186096 0.0478793
threshold=0.14870000000000003 0.083370000000000014 0.08073000000000001 0.016500000000000004 -0.072219999999999993 0.10421000000000001 0.11114000000000002 1.0000000180025095e-35 -0.020854999999999995 -0.54045999999999983 0.11462500000000002 0.085730000000000015 0.092250000000000013 0.088005000000000014 0.088545000000000013 -0.07928499999999998 0.10383500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 9 8 -6 -3 11 12 13 -11 15 -13 -16
right_child=-2 6 -4 -5 5 -7 -8 -9 -10 10 -12 14 -14 -15 16 -17 -18
leaf_value=0.01148470188302159 -0.0017932272716735488 0.014597757528624061 -0.0065595302330066704 0.014042833369533289 -0.0032734749922639322 -0.0078500993781879923 1.3122489218871936e-05 0.012522481425745644 0.0041133778438183204 0.0099226213873282784 0.0027184454265711897 0.01145196676310269 0.0044776588798382871 0.01636064483929878 0.0090312369451432777 0.0021053506659102937 0.0045044849424088632
leaf_weight=73 96 56 52 77 61 53 67 53 271 368 79 87 92 98 510 199 78
leaf_count=73 96 56 52 77 61 53 67 53 271 368 79 87 92 98 510 199 78
internal_value=0 0.00696206 0.00428323 0.00524517 0.00391597 0.00265042 0.0080102 0.00410061 0.00275074 0.00835098 0.00811827 0.00841492 0.010162 0.0112804 0.00729743 0.00495483 0.0084338
internal_weight=0 2274 640 588 511 438 1634 385 332 1567 1511 1432 558 466 874 286 588
internal_count=2370 2274 640 588 511 438 1634 385 332 1567 1511 1432 558 466 874 286 588
is_linear=0
shrinkage=0.16829


Tree=7373
num_leaves=24
num_cat=0
split_feature=4 3 3 4 10 4 3 123 3 0 0 0 12 133 3 156 160 3 0 403 133 4 4
split_gain=8.60001 2.49725 0.836056 0.601989 0.570898 0.45748 0.862565 0.434341 0.374006 0.399237 0.311695 0.288729 0.30225 0.190018 0.169556 0.171649 0.1673 0.14831 0.117744 0.116149 0.105191 0.0696741 0.0574949
threshold=0.30163500000000004 -0.06340999999999998 0.20828500000000003 0.053010000000000009 -1.0000000180025095e-35 -0.033449999999999987 0.092330000000000009 1.0000000180025095e-35 0.13524500000000003 -0.10075499999999998 -0.029554999999999994 -0.10185499999999999 0.082530000000000006 0.087985000000000022 -0.080104999999999996 0.087380000000000013 0.0088350000000000008 -0.080669999999999978 -0.037794999999999995 -0.53830999999999996 -0.081289999999999987 -0.078664999999999985 -0.0076349999999999986
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=1 3 4 11 -3 10 7 20 9 -2 -6 -1 -13 14 15 -14 17 -5 -11 -15 -7 -21 -16
right_child=8 2 -4 16 5 6 -8 -9 -10 18 -12 12 13 19 22 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0013135786342031344 0.00061185704186237679 0.00052536069540446361 0.00041361820390885116 0.00067933909526780108 0.0011979249437300461 0.00087633822766063844 0.00042393078010781606 0.00066741040298553774 0.00010769245691664358 0.0002070180500294627 0.00088643490115772393 0.00083445157011522797 0.0011583460696145212 0.0011689787022658999 0.0010646648441173965 0.0010144772715258109 0.0010435206978169705 0.00091208426331253157 0.00041799440293345709 0.00091482370744117979 0.0010669018607601605 0.0010291534362795152 0.00093845111659638324
leaf_weight=60 72 54 55 52 70 52 52 62 55 67 73 55 621 53 156 111 52 76 52 88 94 227 61
leaf_count=60 72 54 55 52 70 52 52 62 55 67 73 55 621 53 156 111 52 76 52 88 94 227 61
internal_value=0 0.00100028 0.000799242 0.00106412 0.000845575 0.000888394 0.000805338 0.000900521 0.000348327 0.000417435 0.00103916 0.00108683 0.00107689 0.00108699 0.0011121 0.00113658 0.000883209 0.000817807 0.000299505 0.00102214 0.000999271 0.000997326 0.00102935
internal_weight=0 2124 512 1612 457 403 260 208 246 191 143 1432 1372 1317 949 732 180 128 119 368 146 315 217
internal_count=2370 2124 512 1612 457 403 260 208 246 191 143 1432 1372 1317 949 732 180 128 119 368 146 315 217
is_linear=0
shrinkage=0.0032998


Tree=7374
num_leaves=19
num_cat=0
split_feature=2 41 12 13 1375 14 1 3 0 42 2 133 16 16 12 42 0 2
split_gain=0.202695 0.196149 0.177134 0.10996 0.104321 0.101247 0.0818148 0.275022 0.147403 0.16634 0.0890595 0.075469 0.122563 0.193423 0.088628 0.0897925 0.073682 0.0548344
threshold=0.14870000000000003 0.08110500000000001 0.083370000000000014 -0.099939999999999987 -0.07273499999999998 -0.072219999999999993 0.082615000000000008 -0.018739999999999996 -0.22607999999999998 0.086700000000000013 0.091725000000000015 0.024130000000000002 -0.082354999999999984 0.062910000000000008 0.08598500000000002 0.085790000000000019 -0.077959999999999988 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 10 -8 -9 -10 -7 14 17 -14 15 -6 -16 -13
right_child=-2 -3 3 4 11 6 7 8 9 -11 -12 12 13 -15 16 -17 -18 -19
leaf_value=0.010259358656498831 -0.0013953692948522963 -0.0017367651284250841 0.014313368934460306 0.014573478290616608 0.0083346898801178355 0.0032630751371495147 -0.0071876907509035668 -0.0025291876520493603 0.0084883687095117025 -0.0017870227408756487 0.012021309810275714 -0.0022952820646056789 0.0090457311905624473 0.0012541643475085071 0.0061682707561551506 0.017416337640644517 0.0096806934481926139 0.0045822526366358588
leaf_weight=72 96 79 69 56 73 76 71 69 201 57 59 66 337 124 478 55 267 65
leaf_count=72 96 79 69 56 73 76 71 69 201 57 59 66 337 124 478 55 267 65
internal_value=0 0.00648386 0.00678054 0.00771453 0.007414 0.00432295 0.00351767 0.00229666 0.00436145 0.00621126 0.00710406 0.0071391 0.0056623 0.00695385 0.00813849 0.012251 0.0074295 0.00110352
internal_weight=0 2274 2195 1590 1521 605 533 398 327 258 135 1465 592 461 873 128 745 131
internal_count=2370 2274 2195 1590 1521 605 533 398 327 258 135 1465 592 461 873 128 745 131
is_linear=0
shrinkage=0.16829


Tree=7375
num_leaves=27
num_cat=0
split_feature=4 12 16 12 16 51 16 14 16 16 1456 43 403 51 52 51 52 42 4 42 12 12 43 16 4 4
split_gain=3.98388 1.05035 0.387828 0.355711 0.35189 0.390913 0.29376 0.430952 0.36292 0.283201 0.157803 0.119197 0.115539 0.109404 0.109022 0.0917017 0.101636 0.113101 0.0896189 0.0920338 0.0807804 0.0932155 0.0758018 0.0632342 0.0581351 0.017022
threshold=0.30163500000000004 0.077755000000000005 0.12292000000000002 0.096700000000000022 -0.0094449999999999968 0.090710000000000027 -0.53870999999999991 -0.42214499999999994 -0.44470499999999996 -0.082264999999999991 0.083870000000000014 -0.078059999999999977 -0.090624999999999983 0.020580000000000005 -0.082554999999999976 -0.095799999999999982 0.0033500000000000005 0.087550000000000017 0.060575000000000011 -0.077669999999999989 0.087515000000000023 0.088930000000000023 -0.036794999999999994 -1.0000000180025095e-35 -0.080954999999999985 -0.074219999999999994
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 2 4 9 5 11 -2 -8 -9 12 15 -1 -3 18 -6 -11 22 -18 19 -5 24 -22 -17 -21 -14 -23
right_child=6 3 -4 13 14 -7 7 8 -10 10 -12 -13 20 -15 -16 16 17 -19 -20 23 21 25 -24 -25 -26 -27
leaf_value=0.00062671175025917386 0.00055881585522215085 0.0010398099815605707 0.00082798712815120696 0.00091524240333384368 0.00053701063446547016 0.00047035134099326193 0.00052118089364479292 0.00032236619398806171 -2.4339160161633439e-05 0.00069025011934214673 0.00094332239286313234 0.00081986888531568336 0.00090802769976190017 0.0006131890021694302 0.00032063034483650703 0.0008118958879724076 0.00067667417281994135 0.0008251343635633946 0.00065103441695401091 0.00081788568971746269 0.0010421058555906096 0.00092790079536102081 0.00091084278721581709 0.00069483292757708062 0.0007794983787708736 0.00083372953932645303
leaf_weight=55 53 77 97 54 52 80 57 79 56 80 96 106 80 68 52 282 110 124 66 99 70 59 133 97 88 53
leaf_count=55 53 77 97 54 52 80 57 79 56 80 96 106 80 68 52 282 110 124 66 99 70 59 133 97 88 53
internal_value=0 0.000785832 0.000642741 0.00082447 0.000590555 0.000660057 0.000340668 0.000280267 0.000178287 0.000851596 0.000815518 0.000754102 0.00092122 0.000735934 0.000429159 0.00079864 0.000811946 0.000755496 0.000762236 0.000791452 0.000895029 0.000944789 0.000843691 0.000757167 0.000840913 0.000883652
internal_weight=0 2078 442 1636 345 241 245 192 135 1252 825 161 427 384 104 729 649 234 316 250 350 182 415 196 168 112
internal_count=2323 2078 442 1636 345 241 245 192 135 1252 825 161 427 384 104 729 649 234 316 250 350 182 415 196 168 112
is_linear=0
shrinkage=0.0032998


Tree=7376
num_leaves=11
num_cat=0
split_feature=11 3 16 1374 402 402 1213 11 16 12
split_gain=0.232116 0.213068 0.131379 0.0937136 0.0969782 0.166979 0.131875 0.0943048 0.0770842 0.0708584
threshold=0.093740000000000018 0.31400500000000003 -0.54057999999999995 0.086000000000000007 0.090075000000000002 0.084450000000000011 -0.12077499999999998 1.0000000180025095e-35 -0.0090499999999999973 0.087400000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 9 -6
right_child=-2 -3 3 -5 8 -7 7 -9 -10 -11
leaf_value=0.014022813197452239 -0.0042102971174886195 -0.0024627184065709748 0.014222188289755007 0.012959277321253706 0.0027780671952006152 -0.0037156328138409833 0.0053187683356361462 0.011086512152317776 0.014893809906008687 0.010479990082291361
leaf_weight=62 64 80 52 56 57 53 1673 85 55 86
leaf_count=62 64 80 52 56 57 53 1673 85 55 86
internal_value=0 0.00605098 0.00636438 0.00613924 0.00595306 0.00557438 0.0058474 0.00559866 0.00950698 0.00742256
internal_weight=0 2259 2179 2117 2061 1863 1810 1758 198 143
internal_count=2323 2259 2179 2117 2061 1863 1810 1758 198 143
is_linear=0
shrinkage=0.16829


Tree=7377
num_leaves=24
num_cat=0
split_feature=1 1 39 52 123 131 14 3 3 1 52 16 16 42 16 160 52 402 16 16 1429 16 403
split_gain=15.4635 2.42066 1.72629 1.64289 0.753726 0.930773 0.714806 0.527283 0.61681 0.370494 0.350275 0.289441 0.285041 0.334108 0.239479 0.23351 0.202507 0.12961 0.127784 0.145435 0.139175 0.110519 0.0531197
threshold=0.10491000000000002 0.14262000000000002 0.081875000000000017 -0.24526499999999998 0.085740000000000011 0.07635500000000002 0.054835000000000009 -0.097574999999999981 -0.072024999999999992 0.11570500000000002 -0.077269999999999991 -0.087969999999999979 0.081265000000000018 -0.034284999999999989 -0.38959499999999997 -0.087004999999999985 -0.082824999999999996 0.090075000000000002 -0.088504999999999986 -0.14032999999999998 0.084180000000000019 -0.046599999999999996 0.14530000000000001
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 3 6 -2 5 9 7 12 17 11 -4 -5 13 -1 -11 -10 -17 18 19 -9 -20 -18 -19
right_child=1 -3 10 4 -6 -7 -8 8 15 14 -12 -13 -14 -15 -16 16 21 22 20 -21 -22 -23 -24
leaf_value=0.0013759410583210965 0.0013725893306231311 0.00025828838840533211 0.0012179644116162686 0.0010906411999597038 0.00052313221170493011 0.0012802437665129858 0.0018091659230504557 0.0014371300282673256 0.0015048745806363138 0.00049171765271917463 0.00083500815393317094 0.00074810094320827767 0.0014549458027423618 0.0010326914092503245 0.00079184457551719075 0.0014415676246247835 0.0012862397392843228 0.0016569088910884978 0.0014575703540333467 0.0016238289701420146 0.0016193253391866371 0.0010989177509666834 0.0015120669634193437
leaf_weight=59 64 80 53 58 84 52 63 71 76 52 53 52 73 68 68 72 120 90 688 154 68 53 52
leaf_count=59 64 80 53 58 84 52 63 71 76 52 53 52 73 68 68 72 120 90 688 154 68 53 52
internal_value=0 0.000785969 0.00143655 0.000884061 0.000798539 0.00088045 0.00146197 0.00144864 0.00147081 0.000789908 0.00102682 0.000929033 0.00128843 0.00119243 0.000662083 0.00134224 0.00129165 0.00150753 0.00149351 0.00156507 0.00147217 0.00122906 0.00160412
internal_weight=0 510 1813 430 366 282 1707 1644 1444 230 106 110 200 127 120 321 245 1123 981 225 756 173 142
internal_count=2323 510 1813 430 366 282 1707 1644 1444 230 106 110 200 127 120 321 245 1123 981 225 756 173 142
is_linear=0
shrinkage=0.0032998


Tree=7378
num_leaves=25
num_cat=0
split_feature=1 0 49 49 16 1 52 2 43 52 1 16 43 16 51 403 1213 2 16 51 49 4 16 0
split_gain=0.25768 0.321625 0.0971898 0.0918287 0.105646 0.129382 0.155196 0.161375 0.12362 0.115777 0.110975 0.0985275 0.088186 0.0810127 0.080844 0.0717165 0.117248 0.0880785 0.0683349 0.157934 0.0627617 0.0560132 0.0498973 0.0318881
threshold=0.11570500000000002 0.0037850000000000002 -0.06017999999999999 -0.083414999999999989 -0.081354999999999983 0.10335000000000001 0.0033500000000000005 0.089125000000000024 -0.11990999999999997 -0.037619999999999994 0.094090000000000021 -0.019749999999999993 -0.072469999999999993 -0.013024999999999998 -0.023134999999999996 0.10598 -0.087704999999999991 0.084305000000000005 -0.38959499999999997 -0.024714999999999997 1.0000000180025095e-35 -0.068189999999999987 -0.055679999999999993 -0.084824999999999984
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 -2 13 9 6 8 11 -6 -5 22 -8 -9 -1 -7 16 -11 23 -4 -20 -19 -14 -10 -18
right_child=1 -3 18 4 5 14 7 12 10 15 -12 -13 21 -15 -16 -17 17 20 19 -21 -22 -23 -24 -25
leaf_value=0.0063821495814403188 -0.0026296037622995008 -0.010001279083896138 0.0018240314747269904 0.00035802085641024927 0.00079949257662210234 0.0040138424327657149 -0.0047396758033540105 0.011004016691296416 0.0037047235410762086 0.016517784999097621 0.01372764798983479 0.004256069006329322 0.0063534408910541715 0.014735756990887887 -0.0050859895263915319 0.0028906627518419971 0.009840798493893084 0.0053859348672146675 0.0027992855744658042 0.015082807295284398 0.010271257603044303 -0.00030302998755337584 0.0078526825843665844 0.015090971668425327
leaf_weight=64 52 58 86 54 77 59 92 66 102 55 83 55 85 70 52 59 94 251 70 52 108 61 464 54
leaf_count=64 52 58 86 54 77 59 92 66 102 55 83 55 85 70 52 59 94 251 70 52 108 61 464 54
internal_value=0 0.00132173 0.00385454 0.00648552 0.00617847 0.00522397 0.00578389 0.00291325 0.00720093 0.00786704 0.00795765 -0.0013617 0.00588596 0.0107594 -0.000232956 0.00851711 0.00910459 0.00829685 0.00548421 0.00804961 0.00686062 0.00356001 0.00710834 0.0117685
internal_weight=0 318 260 2005 1871 1196 1085 359 726 675 649 147 212 134 111 621 562 507 208 122 359 146 566 148
internal_count=2323 318 260 2005 1871 1196 1085 359 726 675 649 147 212 134 111 621 562 507 208 122 359 146 566 148
is_linear=0
shrinkage=0.16829


Tree=7379
num_leaves=21
num_cat=0
split_feature=1 15 15 3 160 43 12 1 1 3 2 16 3 48 12 12 133 1208 403 43
split_gain=0.184336 0.114495 0.268321 0.212344 0.1501 0.110341 0.099876 0.131218 0.159756 0.129414 0.0975031 0.144638 0.0891096 0.0808084 0.0577398 0.0806379 0.171422 0.034487 0.031507 0.034237
threshold=0.14262000000000002 0.0056700000000000006 0.082365000000000008 -0.094404999999999975 -0.014989999999999998 -0.09139499999999999 -0.09947499999999998 0.10557500000000002 0.099325000000000011 0.091170000000000015 0.091250000000000012 0.15050500000000003 -0.008649999999999998 0.089670000000000014 0.082780000000000006 0.08598500000000002 -0.0097699999999999992 1.0000000180025095e-35 0.10087500000000001 0.056620000000000011
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 -3 4 -1 -5 -7 8 9 -8 -6 -12 -9 -14 -4 16 -16 18 19 -17
right_child=-2 2 14 5 10 6 7 12 -10 -11 11 -13 13 -15 15 17 -18 -19 -20 -21
leaf_value=-0.006420298948885985 -0.003115402283481305 0.017766671407268529 0.0010427366380927892 0.010646390508660593 0.0081390951069640321 0.011753921509673033 0.0054322302663267503 0.0045006050962881489 0.014360008626143993 -0.0024597313851304459 -0.0066028471971503501 0.0047657636873280826 -0.0055370457306810859 0.0029429528523765964 0.0047506545771600446 0.0047083792760093087 0.01651975457206907 0.0095298807034310488 0.0017972396157262078 0.0080724771996144844
leaf_weight=77 80 57 67 95 58 53 593 102 52 65 56 73 79 53 82 375 62 53 77 114
leaf_count=77 80 57 67 95 58 53 593 102 52 65 56 73 79 53 82 375 62 53 77 114
internal_value=0 0.00509204 0.00658207 0.00411605 -0.000160445 0.00515157 0.00462619 0.00422411 0.00536359 0.0046499 0.00240753 -0.00015552 0.000759024 -0.00211859 0.0058118 0.00622823 0.00983038 0.00538734 0.00499626 0.00549632
internal_weight=0 2243 887 1356 264 1092 997 944 710 658 187 129 234 132 830 763 144 619 566 489
internal_count=2323 2243 887 1356 264 1092 997 944 710 658 187 129 234 132 830 763 144 619 566 489
is_linear=0
shrinkage=0.16829


Tree=7380
num_leaves=21
num_cat=0
split_feature=1 3 12 47 3 1 12 4 1 12 12 12 1 13 4 481 481 1212 0 1
split_gain=9.93975 2.99734 1.51995 0.842054 0.815384 0.678038 0.611954 0.570849 0.461369 0.487185 0.431232 0.292746 0.227869 0.180544 0.173516 0.186823 0.108023 0.103587 0.093448 0.0225041
threshold=0.10557500000000002 -0.06340999999999998 0.077755000000000005 0.10019500000000002 -0.14818499999999998 0.092485000000000026 0.11769500000000001 0.30163500000000004 0.12007000000000002 -0.010219999999999998 -0.081314999999999985 0.091475000000000015 0.073870000000000005 0.15196000000000004 0.053010000000000009 -0.08452999999999998 -0.0079799999999999992 0.093215000000000006 -0.092114999999999989 0.083250000000000005
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 7 5 8 19 12 11 -2 9 -3 -10 14 -1 17 15 -6 -17 18 -13 -4
right_child=1 3 4 -5 6 -7 -8 -9 10 -11 -12 13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00148094881078999 0.0017125337494395168 0.00086297269154839455 0.0020947918128139125 0.0013528044388002832 0.0016288328386099744 0.0012809947416613104 0.0013972225272646912 0.0013061868330916818 0.0010211678630380849 0.0012910775993119591 0.00066545999020546241 0.0015114694610037192 0.0017227526336996654 0.0018746001165812023 0.0016244250922272442 0.0019578134575083291 0.0018062792328415675 0.0018095797604397443 0.0016682588381547268 0.0019771951582135592
leaf_weight=78 103 55 52 66 65 103 56 61 65 63 89 53 103 54 68 62 678 54 355 61
leaf_count=78 103 55 52 66 65 103 56 61 65 63 89 53 103 54 68 62 678 54 355 61
internal_value=0 0.00119516 0.00171922 0.00101725 0.00175982 0.00149637 0.00173854 0.00156161 0.000935695 0.00109184 0.000815825 0.00175227 0.00161874 0.00168874 0.00178979 0.00180371 0.00181902 0.00166694 0.00164798 0.00203162
internal_weight=0 502 1842 338 1558 284 1445 164 272 118 154 1389 181 516 873 805 740 462 408 113
internal_count=2344 502 1842 338 1558 284 1445 164 272 118 154 1389 181 516 873 805 740 462 408 113
is_linear=0
shrinkage=0.0032998


Tree=7381
num_leaves=16
num_cat=0
split_feature=39 1451 158 150 11 11 13 13 13 0 13 16 0 133 16
split_gain=0.112402 0.105402 0.113936 0.099494 0.139089 0.119201 0.097291 0.0969414 0.101812 0.113531 0.0823713 0.10341 0.0820592 0.0379952 0.00413272
threshold=0.10076500000000001 1.0000000180025095e-35 -0.25545499999999993 0.082965000000000025 0.075910000000000019 0.085155000000000022 -0.13033499999999998 -0.090834999999999985 -0.011494999999999998 -0.14582499999999995 0.18219500000000002 0.51148500000000008 -0.071519999999999986 0.085785000000000014 0.40052000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -5 13 -10 11 -8 -2 -9 -7
right_child=12 -3 3 7 5 14 10 8 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0023748660900700302 0.0042154294883877995 -0.0023360916729211335 0.00025590351987754003 -0.002969071429997468 0.017121691629172629 0.0061622156269275381 0.0051764007149336343 0.0046729803900055706 0.0060605541317547409 -0.0041635227836785797 0.01115761663115138 0.011870215537060689 -0.0051470842905889345 0.010790162698805205 0.0084994055009187941
leaf_weight=54 52 53 97 68 54 53 1420 59 60 63 77 69 54 59 52
leaf_count=54 52 53 97 68 54 53 1420 59 60 63 77 69 54 59 52
internal_value=0 0.005056 0.00523612 0.00542983 0.00590418 0.0106713 0.00544731 0.00262705 0.0042135 0.000809225 0.00576773 0.0054878 -0.000537204 0.0077468 0.00733679
internal_weight=0 2238 2185 2131 1822 159 1663 309 241 123 1566 1489 106 118 105
internal_count=2344 2238 2185 2131 1822 159 1663 309 241 123 1566 1489 106 118 105
is_linear=0
shrinkage=0.16829


Tree=7382
num_leaves=10
num_cat=0
split_feature=96 2 39 48 14 49 160 12 12
split_gain=0.0926143 0.0796924 0.103134 0.0997104 0.0845551 0.0706325 0.0557079 0.123601 0.0650934
threshold=0.083595000000000017 -0.14847999999999997 0.099745000000000014 0.11714000000000001 0.054835000000000009 -0.14731999999999998 0.041405000000000004 0.077755000000000005 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -8 -7
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.010563130770059232 -0.0030082407398122988 -0.0017063579810200284 -0.0015042048885974798 0.0098987407616700062 -0.0013807354207331624 0.0069287593407057375 -0.0030756620894696347 0.0045941196451269196 0.0042371514348009823
leaf_weight=54 52 55 92 85 79 318 87 187 1335
leaf_count=54 52 55 92 85 79 318 87 187 1335
internal_value=0 0.00415443 0.00399899 0.00423575 0.00400133 0.00421676 0.00438674 0.00215227 0.00475604
internal_weight=0 2292 2238 2146 2061 1982 1927 274 1653
internal_count=2344 2292 2238 2146 2061 1982 1927 274 1653
is_linear=0
shrinkage=0.16829


Tree=7383
num_leaves=22
num_cat=0
split_feature=3 15 3 43 3 15 1420 16 3 15 16 158 403 150 131 15 15 13 3 15 15
split_gain=2.63469 0.863458 0.483822 0.304075 0.255507 0.191725 0.180924 0.132095 0.113736 0.252483 0.101706 0.136114 0.136148 0.101283 0.0988134 0.0964 0.127066 0.0923511 0.111964 0.0809665 0.0724204
threshold=-0.052614999999999995 -0.24042999999999998 0.30835000000000007 -0.042649999999999993 0.11372500000000001 -0.23071999999999995 -0.069964999999999986 -0.5103049999999999 -0.00079499999999999981 -0.031659999999999994 -0.0098949999999999975 0.10412500000000001 -0.039724999999999989 0.083825000000000011 0.090150000000000022 -0.092059999999999989 -0.12431499999999999 0.0032950000000000006 -0.096404999999999991 -0.4680149999999999 0.091475000000000015
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 19 3 13 8 -1 -7 -8 -5 -10 15 12 -12 -3 -14 16 -9 20 -19 -2 -17
right_child=1 2 -4 4 -6 6 7 10 9 -11 11 -13 14 -15 -16 17 -18 18 -20 -21 -22
leaf_value=0.00046585255812929549 0.00026813815831593839 0.00046543126673146437 0.00018482485467868816 0.00050555577644972719 0.00041313982511628593 0.00084816215234734152 0.00050138423139037855 0.0007317471452440345 0.00055097363451038039 0.00081795050051737756 0.00046267151250843229 0.00079374492623318302 0.00065406441127322044 0.00028916004799627856 0.00050397306416243243 0.00073879541475810773 0.00052023695500886527 0.0007179464153813668 0.00053191474772764258 0.00011100318171814296 0.00065928298562271156
leaf_weight=53 73 95 54 53 74 61 55 53 78 79 58 53 391 59 57 522 80 73 73 72 178
leaf_count=53 73 95 54 53 74 61 55 53 78 79 58 53 391 59 57 522 80 73 73 72 178
internal_value=0 0.000414546 0.000480547 0.000516926 0.00058122 0.00066341 0.000669719 0.000662864 0.000640281 0.000685537 0.000668616 0.000632334 0.000615358 0.000398128 0.000635047 0.000689296 0.000604788 0.00070254 0.000625172 0.000190355 0.000718627
internal_weight=0 637 492 438 284 1707 1654 1593 210 157 1538 559 506 154 448 979 133 846 146 145 700
internal_count=2344 637 492 438 284 1707 1654 1593 210 157 1538 559 506 154 448 979 133 846 146 145 700
is_linear=0
shrinkage=0.0032998


Tree=7384
num_leaves=19
num_cat=0
split_feature=1 15 3 3 3 3 0 16 1 0 15 15 456 43 12 0 43 2
split_gain=4.13144 1.09342 0.886789 0.435217 0.333734 0.416676 0.320589 0.41241 0.23025 0.231753 0.210457 0.190534 0.143399 0.0954291 0.0919677 0.10207 0.0793468 0.0531904
threshold=0.10557500000000002 -0.24042999999999998 -0.062184999999999997 0.092330000000000009 0.30112000000000005 -0.0072299999999999994 0.040035000000000008 0.19022000000000003 0.094405000000000003 -0.15653499999999998 -0.47252999999999995 -0.013349999999999999 0.085555000000000006 -0.073209999999999983 0.091475000000000015 -0.07717499999999998 -0.17922499999999997 0.13574000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 13 6 5 -4 8 -8 9 -1 -2 -10 14 -3 15 -11 -16 -12
right_child=1 2 4 -5 -6 -7 7 -9 11 12 17 -13 -14 -15 16 -17 -18 -19
leaf_value=0.0010293507624551692 0.00038331511405097495 0.00068795111837293853 0.00030484236657573238 0.00056510694531423868 0.00020373952710133508 0.00066406072346394777 0.00041096218774428536 0.00082659743487699898 0.00055934285437120302 0.00081545237050171171 7.2752828622346625e-05 0.00080943945021994348 0.0009356528445135648 0.00087238016102612014 0.00088373341942659777 0.00096117597853550023 0.00074920041645538742 0.00022120814700440905
leaf_weight=58 67 68 63 92 55 81 52 53 71 828 54 65 102 61 58 59 404 53
leaf_count=58 67 68 63 92 55 81 52 53 71 828 54 65 102 61 58 59 404 53
internal_value=0 0.000449755 0.000562001 0.000787636 0.000423468 0.000507147 0.000799314 0.000621095 0.000810669 0.0008225 0.000237961 0.000679133 0.000814207 0.000775435 0.000804999 0.000825185 0.000766166 0.000146616
internal_weight=0 502 328 1842 199 144 1750 105 1645 1509 174 136 1451 129 1349 887 462 107
internal_count=2344 502 328 1842 199 144 1750 105 1645 1509 174 136 1451 129 1349 887 462 107
is_linear=0
shrinkage=0.0032998


Tree=7385
num_leaves=15
num_cat=0
split_feature=3 14 157 15 16 159 157 52 133 158 159 4 1455 4
split_gain=0.247607 0.184301 0.12599 0.1204 0.208057 0.104149 0.157786 0.0999943 0.140641 0.0798525 0.0795329 0.0755177 0.0731195 0.0250407
threshold=0.32329500000000005 0.076175000000000007 0.17142500000000002 -0.41880499999999993 -0.42004999999999992 0.08351500000000002 -0.07797999999999998 -0.013174999999999997 0.085720000000000018 -0.41554999999999992 0.08925000000000001 -0.022999999999999996 -1.0000000180025095e-35 -0.0023899999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -5 -8 -7 -12 -11 -13
right_child=-2 -3 -4 5 -6 10 9 -9 -10 12 11 13 -14 -15
leaf_value=0.0072021826009481546 -0.0062540238638587493 0.012523846225530141 -0.0036073647373612407 -0.0081679567796380387 -0.007229583764585692 0.013656632337715913 0.011357455130966074 0.0053157901241138571 0.0034799132560629263 0.011034195666816146 0.010847826461847038 0.0014272098902082229 0.0045879742601129762 0.0060487782342933958
leaf_weight=52 59 84 53 67 62 57 55 61 52 52 76 56 1494 86
leaf_count=52 59 84 53 67 62 57 55 61 52 52 76 56 1494 86
internal_value=0 0.00477394 0.00448029 0.00467865 -0.000630913 0.00497393 0.00450097 -0.000213562 -0.00306303 0.00503215 0.00803044 0.00655113 0.00480596 0.00423884
internal_weight=0 2307 2223 2170 114 2056 1781 180 119 1601 275 218 1546 142
internal_count=2366 2307 2223 2170 114 2056 1781 180 119 1601 275 218 1546 142
is_linear=0
shrinkage=0.16829


Tree=7386
num_leaves=15
num_cat=0
split_feature=2 13 159 1453 13 42 474 2 42 1212 159 2 0 42
split_gain=0.20618 0.172654 0.12664 0.130384 0.126355 0.106359 0.123307 0.0748513 0.0744237 0.0673593 0.0539959 0.0656287 0.105493 0.082325
threshold=0.13631000000000001 -0.41143499999999994 0.08351500000000002 -1.0000000180025095e-35 -0.11122999999999998 0.086275000000000004 0.085445000000000007 0.087855000000000003 0.096190000000000012 0.11930500000000001 -0.41538999999999998 0.08647500000000001 -0.11169999999999998 -0.0043149999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 7 -4 -6 10 -5 12 -12 -13
right_child=4 2 5 9 8 -7 -8 -9 -10 -11 11 13 -14 -15
leaf_value=-0.0049469137174733176 0.0048104234139802965 0.010313780423285962 0.0029602559703951112 0.0078022860066255875 -0.0097688300154110952 0.0028263423678828348 0.01647225938189785 0.010641564828296849 -0.0011608021571666645 0.0094052613195097865 0.011685727509271812 0.0049143641665632511 0.0038067563308028778 0.0012246856000221902
leaf_weight=57 54 86 66 76 52 90 57 81 64 55 52 234 695 647
leaf_count=57 54 86 66 76 52 90 57 81 64 55 52 234 695 647
internal_value=0 0.00417931 0.00442334 0.00390445 -0.0018971 0.00767355 0.00980321 0.00720504 -0.00503506 0.00359007 0.00340132 0.00319476 0.00435763 0.00220673
internal_weight=0 2196 2139 1845 170 294 204 147 116 1759 1704 1628 747 881
internal_count=2366 2196 2139 1845 170 294 204 147 116 1759 1704 1628 747 881
is_linear=0
shrinkage=0.16829


Tree=7387
num_leaves=23
num_cat=0
split_feature=1 52 40 2 2 2 2 1 0 0 52 4 2 0 42 2 2 43 4 42 52 2
split_gain=7.22924 0.979011 0.762794 0.586975 0.531093 0.401486 1.01284 0.375313 0.41394 0.289525 0.247624 0.207341 0.188939 0.118158 0.075329 0.067479 0.0550018 0.0489844 0.0407077 0.0314847 0.0710009 0.0291461
threshold=0.10538500000000002 -0.29521499999999995 -0.03549999999999999 0.11366500000000002 0.13880500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.087070000000000022 -0.10653 -0.13513499999999998 -0.063789999999999986 -0.49432999999999994 0.086915000000000006 -0.068669999999999995 0.088200000000000014 0.16730000000000003 0.085955000000000018 -0.040789999999999993 0.41488500000000006 -0.0060199999999999993 -0.016619999999999996 0.12293000000000001
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 -2 -1 7 5 -3 -7 9 -9 -4 -8 -11 16 -14 19 -6 -13 -16 -12 -10 -21 -5
right_child=1 4 3 21 15 6 10 8 14 11 18 12 13 -15 17 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0007627333458390226 0.0010289869258319202 0.00042591062907684893 0.0012817417886598461 0.00088415661837949429 0.00042939469720443773 0.0010288712826703544 0.00038864649286514619 0.00074016499320522409 0.0010223309043914509 0.001298608255906465 0.00071461746466816058 0.0011203964935311045 0.0010615340017358071 0.00090724485188246353 0.00091832708437306911 0.00026664871477160055 0.0012298170347376622 0.0010450971851936541 0.0005830240397301195 0.0010421125173407958 0.0012115867647130296 0.0007685895813944047
leaf_weight=99 52 89 97 60 64 68 64 62 81 52 55 342 615 63 82 52 68 69 58 69 52 53
leaf_count=99 52 89 97 60 64 68 64 62 81 52 55 342 615 63 82 52 68 69 58 69 52 53
internal_value=0 0.000599528 0.00104585 0.00106171 0.000549823 0.000616775 0.000685966 0.00107752 0.000990839 0.00110658 0.000554029 0.00109164 0.00108172 0.00104725 0.00103477 0.000356743 0.00113863 0.000976488 0.000647386 0.00107816 0.00111524 0.000830264
internal_weight=0 502 1864 1765 450 334 245 1652 415 1237 177 1140 1088 678 353 116 410 151 113 202 121 113
internal_count=2366 502 1864 1765 450 334 245 1652 415 1237 177 1140 1088 678 353 116 410 151 113 202 121 113
is_linear=0
shrinkage=0.0032998


Tree=7388
num_leaves=21
num_cat=0
split_feature=3 3 42 1 48 39 12 150 16 12 16 1213 150 403 12 15 42 130 12 16
split_gain=0.175811 0.1158 0.12179 0.0939791 0.155135 0.107137 0.115298 0.117533 0.0995383 0.0975187 0.0787454 0.0700347 0.094063 0.0785749 0.0826567 0.0624449 0.072319 0.149477 0.0707129 0.059613
threshold=0.13772500000000001 -0.23303499999999996 0.13956000000000002 0.086920000000000011 0.10713500000000002 0.090880000000000016 0.088005000000000014 0.084120000000000014 0.0060650000000000009 0.091515000000000013 -0.10654499999999999 -0.0086699999999999989 0.08926000000000002 -0.08569499999999998 0.08536500000000001 -0.077134999999999995 0.093815000000000009 0.087230000000000016 0.09697500000000002 -0.15796999999999997
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 -1 3 9 5 6 7 -5 -8 11 -2 13 19 -3 -15 -11 17 -17 -18 -13
right_child=10 2 -4 4 -6 -7 8 -9 -10 15 -12 12 -14 14 -16 16 18 -19 -20 -21
leaf_value=0.0099939284250884358 -0.0065276124065726197 -0.0018895561260181455 -0.0040825571703916146 0.00092808962278144154 0.010453850242717232 0.0078304913323819555 0.0050142349141563611 -0.0066134028927131274 -0.0012885882236737536 0.0063373466853279218 0.0016257638403522176 0.012165516137292023 -6.7327163864730705e-05 0.0096688522470416288 0.0021294124627644902 -0.0052199369878552773 0.0091419103097999128 0.0046414376338589419 0.00075213430255747474 0.0067871963235210655
leaf_weight=94 61 59 52 187 66 77 247 85 99 103 74 66 52 70 102 94 55 81 60 582
leaf_count=94 61 59 52 187 66 77 247 85 99 103 74 66 52 70 102 94 55 81 60 582
internal_value=0 0.00420047 0.00394479 0.00414586 0.00265054 0.00190692 0.00116596 -0.00142202 0.00320563 0.00500397 -0.00204505 0.00594404 0.0067851 0.0033876 0.00520823 0.00277241 0.00150004 -0.000645263 0.00478026 0.00733776
internal_weight=0 2231 2137 2085 761 695 618 272 346 1324 135 931 700 231 172 393 290 175 115 648
internal_count=2366 2231 2137 2085 761 695 618 272 346 1324 135 931 700 231 172 393 290 175 115 648
is_linear=0
shrinkage=0.16829


Tree=7389
num_leaves=14
num_cat=0
split_feature=4 157 0 39 51 2 4 2 1208 1210 0 4 0
split_gain=0.137513 0.0967873 0.111355 0.0836563 0.0679613 0.0565233 0.0486863 0.0468828 0.0467418 0.0661993 0.0472699 0.134396 0.081392
threshold=0.26900000000000007 0.17142500000000002 -0.14989499999999997 0.090455000000000021 0.15177500000000002 0.10686000000000002 0.0047850000000000011 0.13538500000000001 0.10233500000000001 -0.090009999999999993 -0.069734999999999978 -0.14994999999999997 -0.073999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 8 -2 -1 -7 9 -4 12 -12 -11
right_child=3 -3 4 -5 -6 7 -8 -9 -10 10 11 -13 -14
leaf_value=0.0059149051286257106 -0.0058627334053527004 -0.0034163263618198435 -0.0022318895399868741 0.0043962386049879298 -0.002339315305357885 0.0027129383462231463 0.01265464634507563 -0.0038258979872652157 0.0086467477199903917 0.0038462406051964172 0.0056685770068048095 -0.00064642686146271699 0.0090475929295691596
leaf_weight=77 73 53 54 77 54 75 52 53 53 1265 168 220 92
leaf_count=77 73 53 54 77 54 75 52 53 53 1265 168 220 92
internal_value=0 0.00366553 0.00385086 -0.000312859 0.0035254 -0.00212578 0.00864563 0 0.00369737 0.00355056 0.00373053 0.00208327 0.0042002
internal_weight=0 2088 2035 278 1906 201 129 128 1852 1799 1745 388 1357
internal_count=2366 2088 2035 278 1906 201 129 128 1852 1799 1745 388 1357
is_linear=0
shrinkage=0.16829


Tree=7390
num_leaves=23
num_cat=0
split_feature=4 3 3 43 0 11 4 15 49 43 4 3 3 16 11 49 16 483 3 0 51 49
split_gain=12.5434 3.31195 1.18 1.82742 0.77698 0.855231 0.655168 0.465249 0.448224 0.404641 0.342087 0.27811 0.266171 0.263905 0.247406 0.194237 0.189568 0.138997 0.11745 0.113414 0.0967185 0.0630754
threshold=0.30163500000000004 -0.06340999999999998 0.11745500000000002 -0.035884999999999993 -0.064804999999999988 1.0000000180025095e-35 0.053010000000000009 -0.42443999999999993 -0.077819999999999986 -0.081799999999999984 0.5137400000000002 -0.0044449999999999993 0.085315000000000016 -0.5315899999999999 1.0000000180025095e-35 -0.065249999999999989 -0.13644999999999999 -0.090599999999999986 -0.027864999999999997 -0.049024999999999992 0.0089800000000000019 -0.00035499999999999996
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 4 3 8 5 6 15 10 -3 -6 -2 -5 -13 -9 19 -1 -8 -17 -10 -11 -19 -14
right_child=7 2 -4 11 9 -7 16 13 18 14 -12 12 21 -15 -16 17 -18 20 -20 -21 -22 -23
leaf_value=0.00091325170014519444 0.00053352048011041605 0.00031695861670532493 0.00040825660479335658 0.00083932994655546041 0.00065192319306947414 0.0014541028704030837 0.00096939136652258453 0.00019578621295545282 0.00079940100689333013 0.00097764495534684043 0.00018781371980966245 0.0012801176912534751 0.00091203108037453743 -0.00013338627332003646 0.0011554906548145102 0.0012771129830072968 0.000723576501414592 0.0011180743386756107 0.00057346237463765755 0.00076574225524985373 0.0010193203957685228 0.0010794715495431959
leaf_weight=57 52 55 88 68 59 70 85 53 52 65 79 56 54 53 55 57 60 906 52 52 133 54
leaf_count=57 52 55 88 68 59 70 85 53 52 65 79 56 54 53 55 57 60 906 52 52 133 54
internal_value=0 0.000995217 0.000754273 0.000832059 0.00106737 0.00109737 0.00107811 0.000193767 0.00055907 0.000889553 0.00032531 0.001019 0.00109328 3.08676e-05 0.00097086 0.00110451 0.000867918 0.00111443 0.00068677 0.000883767 0.00110547 0.000996078
internal_weight=0 2078 479 391 1599 1368 1298 237 159 231 131 232 164 106 172 1153 145 1096 104 117 1039 108
internal_count=2315 2078 479 391 1599 1368 1298 237 159 231 131 232 164 106 172 1153 145 1096 104 117 1039 108
is_linear=0
shrinkage=0.0032998


Tree=7391
num_leaves=23
num_cat=0
split_feature=4 3 15 150 2 12 4 3 159 4 475 49 42 15 1212 12 52 1209 15 3 3 2
split_gain=3.12715 1.30702 0.784584 0.578607 0.513205 0.535662 0.426898 0.37861 0.249142 0.183198 0.168674 0.17696 0.171095 0.140831 0.11747 0.174841 0.117068 0.114495 0.100669 0.0713629 0.0642094 0.0584647
threshold=0.30163500000000004 -0.06340999999999998 -0.42443999999999993 0.094605000000000009 0.13459500000000005 -0.011819999999999999 -0.0047649999999999993 0.10323000000000002 0.10579500000000001 0.053010000000000009 -0.085684999999999997 -0.065249999999999989 0.083865000000000009 -1.0000000180025095e-35 0.08468500000000001 0.083715000000000026 1.0000000180025095e-35 -0.067109999999999989 0.086275000000000004 0.0075150000000000008 -0.082284999999999983 0.093595000000000025
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 9 8 4 5 6 -3 13 -2 10 12 -12 -1 -7 15 -13 21 -17 -16 -4 -20 -11
right_child=2 3 19 -5 -6 7 -8 -9 -10 16 11 14 -14 -15 18 17 -18 -19 20 -21 -22 -23
leaf_value=0.0010196400223172225 0.00060375669065014059 0.00031505892697905293 0.00018387036874610498 0.00022718031140554767 0.000333069170347834 0.00074574599561942861 0.00067455919721551793 0.00052286548179395929 0.00031106818229721602 0.00050120886565388641 0.00059349304746126241 0.00060432462589648172 0.00075351143214391798 0.0009488861053663526 0.00093169185122812619 0.00089676432296640902 0.00075558217805983129 0.00075325065771313679 0.0007095954153315409 1.185466331266709e-05 0.00086855870693665262 0.00066111007822363462
leaf_weight=57 75 74 52 52 68 86 71 58 56 53 71 84 52 70 81 68 74 884 70 54 52 53
leaf_count=57 75 74 52 52 68 86 71 58 56 53 71 84 52 70 81 68 74 884 70 54 52 53
internal_value=0 0.000708404 0.000308053 0.000556918 0.000596991 0.000646884 0.000491333 0.000752116 0.000478907 0.000753761 0.000766485 0.000755931 0.000893003 0.000837124 0.000765211 0.000750663 0.000653258 0.000763539 0.000839282 9.65721e-05 0.000777639 0.000581492
internal_weight=0 2078 237 479 427 359 145 214 131 1599 1419 1310 109 156 1239 1036 180 952 203 106 122 106
internal_count=2315 2078 237 479 427 359 145 214 131 1599 1419 1310 109 156 1239 1036 180 952 203 106 122 106
is_linear=0
shrinkage=0.0032998


Tree=7392
num_leaves=13
num_cat=0
split_feature=49 156 147 14 132 15 12 16 151 12 42 3
split_gain=0.172844 0.140621 0.127238 0.110255 0.0927667 0.138951 0.113323 0.140874 0.0913907 0.072593 0.0622302 0.0557089
threshold=-0.16273499999999999 -1.0000000180025095e-35 0.089365000000000014 0.076175000000000007 -0.037359999999999997 -0.4680149999999999 0.086620000000000016 0.081265000000000018 -0.0038099999999999996 0.087545000000000026 0.08426500000000002 -0.083489999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 9 -6 7 -7 -8 -3 -2 -11
right_child=1 2 -4 -5 5 6 8 -9 -10 11 -12 -13
leaf_value=-0.0055647925247657368 0.014212766647389968 -0.0047526766047016073 -0.0032087752639521124 0.011136579798405479 0.011422604316926535 0.0015184302774358771 0.0097870782481011415 0.0080934670570843043 0.0045552230305547121 0.0066988649388813248 0.0062966105293353405 -0.00053037761315119535
leaf_weight=53 52 57 70 61 73 682 107 107 866 52 64 71
leaf_count=53 52 57 70 61 73 682 107 107 866 52 64 71
internal_value=0 0.00414367 0.00383381 0.00407214 0.00385739 0.00421507 0.00391544 0.00241238 0.00513241 0.000201047 0.00986072 0.00251128
internal_weight=0 2262 2146 2076 2015 1835 1762 789 973 180 116 123
internal_count=2315 2262 2146 2076 2015 1835 1762 789 973 180 116 123
is_linear=0
shrinkage=0.16829


Tree=7393
num_leaves=22
num_cat=0
split_feature=4 3 1 16 15 4 4 475 151 15 16 2 16 16 52 52 43 16 43 1 15
split_gain=11.6347 4.0369 2.57636 0.616194 0.611265 0.535866 0.497355 0.39177 0.327151 0.32123 0.29612 0.386015 0.267243 0.235463 0.429891 0.246779 0.162209 0.152619 0.148451 0.129894 0.122984
threshold=0.30163500000000004 -0.06340999999999998 0.104035 -0.0094449999999999968 -0.42443999999999993 0.5137400000000002 0.0051600000000000005 -0.085684999999999997 -0.08718999999999999 -0.097984999999999989 -0.0030599999999999998 0.099450000000000024 -0.14483499999999996 0.041625000000000002 -0.52606999999999993 -0.081594999999999987 -0.071899999999999978 -0.5315899999999999 -0.079199999999999979 0.084795000000000023 -0.068639999999999993
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 6 9 -4 5 -2 7 -1 -9 -3 19 -12 -8 15 -15 -10 -16 -6 -17 -11 -14
right_child=4 2 3 -5 17 -7 12 8 13 10 11 -13 20 14 16 18 -18 -19 -20 -21 -22
leaf_value=0.0015496810431260418 0.0008875123625090199 0.0013560946283934984 0.00082963147074102466 0.00041970436152930532 0.00041441708245948476 0.00045452734122428302 0.0013213545043791761 0.0011402381926330419 0.001553956737349409 0.0011034511029401671 0.0013940532885758378 0.0010168818156456459 0.0011761137470496826 0.0014219375493742942 0.0010114306475897403 0.0014279652133432025 0.0012608747029079434 0.00016246948592584131 0.0013293906643738595 0.00088645367176557247 0.00097189604080113328
leaf_weight=103 52 69 88 74 53 79 98 89 78 58 64 57 84 91 69 244 52 53 634 69 57
leaf_count=103 52 69 88 74 53 79 98 89 78 58 64 57 84 91 69 244 52 53 634 69 57
internal_value=0 0.00124763 0.000981617 0.000642598 0.000475692 0.000626668 0.0013273 0.00135188 0.00133565 0.00115476 0.0010986 0.00121667 0.00118726 0.00135051 0.00124916 0.00137295 0.00111892 0.000288776 0.00135683 0.000985832 0.00109381
internal_weight=0 2078 479 162 237 131 1599 1360 1257 317 248 121 239 1168 212 956 121 106 878 127 141
internal_count=2315 2078 479 162 237 131 1599 1360 1257 317 248 121 239 1168 212 956 121 106 878 127 141
is_linear=0
shrinkage=0.0032998


Tree=7394
num_leaves=14
num_cat=0
split_feature=9 156 51 16 1456 1210 1209 4 4 16 3 3 16
split_gain=0.15777 0.11639 0.119791 0.16268 0.158561 0.087075 0.171088 0.0882709 0.176773 0.0797724 0.0590003 0.0472839 0.043038
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.07955000000000001 0.0023100000000000004 -0.090954999999999994 -0.079504999999999978 -1.0000000180025095e-35 0.26450500000000005 0.50934500000000005 -0.14839499999999997 -0.022604999999999997 -0.081644999999999981 -0.082264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 4 10 -3 -6 -7 9 -9 -8 12 -2 -4
right_child=1 2 3 -5 5 6 7 8 -10 -11 -12 -13 -14
leaf_value=-0.0037428819602148178 0.013322555269567736 -0.0040531641628693132 0.0022094766505330625 -0.007370528103680417 -4.110751540261538e-05 0.014477527146815064 0.0097450369593947966 -0.0017674911666456634 0.0079168275168239686 0.0050374035438289248 -0.00073262106845371257 0.0064871231140218146 0.0074108530212117713
leaf_weight=69 53 57 103 53 93 55 112 143 85 1255 89 66 82
leaf_count=69 53 57 103 53 93 55 112 143 85 1255 89 66 82
internal_value=0 0.00441329 0.00412525 0.00115483 0.00466388 0.00494997 0.00523238 0.00491245 0.00183501 0.00542442 0.00281045 0.00954657 0.00452466
internal_weight=0 2246 2127 327 1800 1743 1650 1595 228 1367 274 119 185
internal_count=2315 2246 2127 327 1800 1743 1650 1595 228 1367 274 119 185
is_linear=0
shrinkage=0.16829


Tree=7395
num_leaves=21
num_cat=0
split_feature=4 3 150 150 10 4 3 3 15 4 1419 42 457 133 158 159 42 133 3 0
split_gain=5.73897 2.40975 0.625725 0.442018 0.430195 0.390129 0.379376 0.352952 0.34257 0.252491 0.290714 0.252203 0.225584 0.199581 0.155888 0.356339 0.137744 0.11037 0.066718 0.0152502
threshold=0.30163500000000004 -0.062534999999999993 0.092010000000000022 0.082295000000000021 -1.0000000180025095e-35 -0.41016499999999995 0.10812000000000001 -0.0037799999999999995 -0.46319999999999995 0.0030100000000000001 0.082370000000000013 -0.0043149999999999994 0.080930000000000016 0.092845000000000011 0.099510000000000015 0.088255000000000014 0.082115000000000007 -0.054584999999999995 -0.080884999999999985 -0.07081999999999998
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 9 4 8 -3 -6 7 11 -2 10 12 -7 14 16 15 17 -11 -1 -18 -10
right_child=3 2 -4 -5 5 6 -8 -9 19 13 -12 -13 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=0.001019622249884917 0.00042219512042366951 0.00044452359166773672 0.00036238230778899418 0.00060176029483516497 0.00098647874301766242 0.00081505503737387545 0.00048922492677578428 0.00092514979443434687 0.00010509403100113793 0.00077807859035038075 0.0011771849976673593 0.00055306990570570043 0.00074665439125633963 0.00069696120860378481 0.0011057743390754935 0.00068649142915209538 0.001057973872721503 0.00093948167188012558 0.00090176938271730042 0.00018745630493640416
leaf_weight=260 94 55 61 60 68 75 68 98 52 71 63 89 61 74 73 56 52 824 87 52
leaf_count=260 94 55 61 60 68 75 68 98 52 71 63 89 61 74 73 56 52 824 87 52
internal_value=0 0.000874416 0.000677296 0.000353141 0.000719624 0.000757552 0.000710273 0.00076751 0.000277623 0.000936899 0.000956084 0.000673095 0.000945123 0.000846454 0.000955075 0.000945394 0.000898965 0.000958736 0.000960459 0.000146614
internal_weight=0 2135 514 258 453 398 330 262 198 1621 1337 164 1274 284 1213 1140 210 1084 139 104
internal_count=2393 2135 514 258 453 398 330 262 198 1621 1337 164 1274 284 1213 1140 210 1084 139 104
is_linear=0
shrinkage=0.0032998


Tree=7396
num_leaves=13
num_cat=0
split_feature=40 11 41 3 472 3 401 401 13 133 3 401
split_gain=0.168794 0.189342 0.118499 0.100513 0.0861321 0.132423 0.126586 0.274887 0.130698 0.20312 0.144132 0.0397444
threshold=0.051255000000000002 0.079915000000000014 0.07831500000000001 -0.18766499999999997 -0.081069999999999989 -0.14070999999999997 0.080190000000000011 0.094540000000000013 -0.088494999999999976 0.085005000000000011 0.11745500000000002 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6 8 -8 9 -7 -10 -9
right_child=-2 3 -4 -5 5 6 7 11 10 -11 -12 -13
leaf_value=0.010883315932853171 -0.0043916722890450649 0.0059992890941175173 0.011422840223578517 0.01477695182542718 -0.0040640661515937999 -0.002490878374915872 0.017452158719575461 0.00049934198511009283 0.0046508143601825067 0.0093114067012039121 -0.0038114940277476231 0.0063970177687536385
leaf_weight=53 58 72 66 78 56 187 63 56 1513 53 59 79
leaf_count=53 58 72 66 78 56 187 63 56 1513 53 59 79
internal_value=0 0.0047833 0.00438483 0.0105757 0.00416477 0.00399155 0.00421688 0.00826468 0.00377357 0.000107974 0.00433207 0.00396388
internal_weight=0 2335 2185 150 2119 2066 2010 198 1812 240 1572 135
internal_count=2393 2335 2185 150 2119 2066 2010 198 1812 240 1572 135
is_linear=0
shrinkage=0.16829


Tree=7397
num_leaves=17
num_cat=0
split_feature=44 39 2 15 2 484 15 2 13 13 159 13 129 15 15 15
split_gain=0.149134 0.130889 0.102266 0.276674 0.159256 0.0922322 0.113235 0.096764 0.0906657 0.0832021 0.0874315 0.0765867 0.0653197 0.058609 0.0580566 0.0365723
threshold=1.0000000180025095e-35 0.10076500000000001 0.11197500000000002 -0.025694999999999999 0.11923000000000002 0.091180000000000011 -0.17677499999999999 0.088500000000000009 -0.0078949999999999975 -0.0011949999999999997 0.11043500000000002 -0.081849999999999992 0.082815000000000014 -0.032264999999999995 -0.080944999999999989 -0.42075999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 -7 -5 10 11 -8 13 -11 15 -6
right_child=-2 -3 3 8 14 7 9 -9 -10 12 -12 -13 -14 -15 -16 -17
leaf_value=-0.0025234583490660024 0.012720893027255254 -0.0023517092748915652 -0.0019532788220903235 -0.0010511174202155558 0.0080036835380748531 0.013518268453196468 0.0054082537639763249 0.0039831848030188492 -0.011030946666551097 0.0038440576815434021 -0.0025948055174852699 0.0026686123480850832 0.0018347131395475996 0.0085186494197923932 0.011773672192666134 0.0021010388013175574
leaf_weight=71 52 100 80 52 60 62 536 60 52 108 61 636 79 270 53 61
leaf_count=71 52 100 80 52 60 62 536 60 52 108 61 636 79 270 53 61
internal_value=0 0.00359417 0.00386029 0.00124599 0.00424379 0.00435638 0.00404449 0.00884361 -0.00605831 0.00432148 0.00359917 0.00392309 0.00626637 0.0071878 0.00710335 0.00504282
internal_weight=0 2341 2241 358 254 1883 1761 122 104 1690 1233 1172 457 378 174 121
internal_count=2393 2341 2241 358 254 1883 1761 122 104 1690 1233 1172 457 378 174 121
is_linear=0
shrinkage=0.16829


Tree=7398
num_leaves=12
num_cat=0
split_feature=133 147 39 4 12 4 474 12 3 12 12
split_gain=0.119457 0.103669 0.158303 0.110597 0.091157 0.0941317 0.091682 0.0781462 0.170733 0.0329018 0.0239936
threshold=-0.50448999999999988 0.095485000000000014 0.10076500000000001 -0.51381999999999983 0.10254500000000001 0.08734500000000002 0.10341500000000002 -0.097959999999999978 0.11745500000000002 0.10862500000000001 0.11628000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 9 7 -5 -9 -6 -11
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=0.010711623486334745 0.010483848751357354 0.010337465647826683 -0.0038853495192017139 0.0095302819981725254 -0.0012386269261044952 -0.0054111590300375736 0.0098971930958645215 0.0032890444452686202 -0.0040370525565416185 0.0060282084151699221 0.0012188972748304154
leaf_weight=58 56 53 96 52 62 69 58 1674 95 57 63
leaf_count=58 56 53 96 52 62 69 58 1674 95 57 63
internal_value=0 0.00296692 0.00279495 0.00308915 0.00289389 -0.000111434 0.0032963 0.00308507 0.0028946 0.00188793 0.00351829
internal_weight=0 2335 2282 2186 2130 251 1879 1821 1769 182 120
internal_count=2393 2335 2282 2186 2130 251 1879 1821 1769 182 120
is_linear=0
shrinkage=0.16829


Tree=7399
num_leaves=17
num_cat=0
split_feature=2 123 2 2 42 49 124 456 2 457 2 2 42 457 47 2
split_gain=7.34548 3.86079 1.19257 1.14104 0.470421 0.217501 0.216087 0.203184 0.202512 0.18277 0.206548 0.216502 0.112456 0.0821284 0.0657222 0.0521247
threshold=0.13290500000000002 0.081180000000000016 0.10836000000000003 -1.0000000180025095e-35 0.095980000000000024 0.11151500000000002 -0.082254999999999981 0.03981500000000001 0.114805 0.062030000000000009 0.064660000000000009 0.084095000000000017 0.095935000000000006 -0.082464999999999983 0.11227500000000001 0.11923000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 12 -3 9 -4 10 14 -12 -2 -9 -5 -10
right_child=5 6 4 7 -6 -7 -8 13 15 -11 11 -13 -14 -15 -16 -17
leaf_value=0.00069641713023096009 0.00019242405509755416 0.00038723173091415302 0.00086864631785116189 0.0010345209906068773 0.0011135107912636423 0.00051018640491937736 0.00064951774982256131 0.0011294366968207248 0.00058715647311752262 0.00092623372737784117 0.0012359423490757063 0.0010898119984686066 0.00038408124896199185 0.0013140995494737176 0.000904923708668278 0.0007341866196858873
leaf_weight=87 88 94 104 317 52 56 55 58 54 88 129 984 55 57 55 60
leaf_count=87 88 94 104 317 52 56 55 58 54 88 129 984 55 57 55 60
internal_value=0 0.000997545 0.00103492 0.00106607 0.000830019 0.000335169 0.000484285 0.0010851 0.000762235 0.00107513 0.00108393 0.00110678 0.000266385 0.00122127 0.00101545 0.00066485
internal_weight=0 2194 2045 1775 270 199 149 1688 218 1573 1485 1113 143 115 372 114
internal_count=2393 2194 2045 1775 270 199 149 1688 218 1573 1485 1113 143 115 372 114
is_linear=0
shrinkage=0.0032998


Tree=7400
num_leaves=24
num_cat=0
split_feature=1 52 1 124 2 14 2 4 52 1 0 1 15 16 160 16 4 12 52 12 12 43 475
split_gain=15.0496 2.2164 1.25799 1.15697 1.03739 0.946703 0.573015 0.442039 0.432797 0.442018 0.481529 0.429497 0.411029 0.332015 0.270376 0.270956 0.137664 0.126792 0.113424 0.0929042 0.185506 0.0902783 0.0189467
threshold=0.10538500000000002 -0.40011499999999994 0.12450500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.054835000000000009 0.089830000000000007 0.30163500000000004 -0.45478499999999994 0.088595000000000021 0.048285000000000008 1.0000000180025095e-35 -0.42443999999999993 -0.066924999999999985 -0.074734999999999982 -0.088734999999999994 0.058330000000000007 0.085785000000000014 0.088555000000000009 0.083795000000000022 0.085845000000000019 -0.0074049999999999993 -0.0095899999999999978
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 4 -1 -3 6 11 -4 22 10 16 18 -9 -6 -13 -16 -10 -17 19 -5 -21 -20 -8
right_child=1 2 7 5 13 -7 8 12 9 -11 -12 14 -14 -15 15 17 -18 -19 21 20 -22 -23 -24
leaf_value=0.00075039748477574784 0.0011148113228457749 0.00085003296476620239 0.0004226959179711667 0.0013730420119638081 0.00050920523748075196 0.0015560945227168247 0.0013066216591046276 0.00026064411719495608 0.001118918134840296 0.00074275656150495951 0.00074993571712838377 0.00093366416785053519 -0.00010831358432358273 0.00018231012950889442 0.00094163666316859711 0.0013377562097741341 0.00099136414971083228 0.001149980671330899 0.0012252177400363287 0.0011604679774072236 0.0013050616935487403 0.0010536174756039078 0.0012001695479660322
leaf_weight=86 53 87 69 72 99 59 52 74 349 57 53 91 59 52 61 53 134 192 83 186 220 64 52
leaf_count=86 53 87 69 72 99 59 52 74 349 57 53 91 59 52 61 53 134 192 83 186 220 64 52
internal_value=0 0.000476944 0.00040003 0.00112539 0.000562667 0.00114351 0.00112933 0.000208234 0.00105589 0.00102114 0.00105068 0.00117938 9.67063e-05 0.000396865 0.00109372 0.0011412 0.0010836 0.00119075 0.00123374 0.00125918 0.00123891 0.00115075 0.00125373
internal_weight=0 493 440 1864 238 1778 1719 202 697 593 536 1022 133 151 397 306 483 245 625 478 406 147 104
internal_count=2357 493 440 1864 238 1778 1719 202 697 593 536 1022 133 151 397 306 483 245 625 478 406 147 104
is_linear=0
shrinkage=0.0032998


Tree=7401
num_leaves=18
num_cat=0
split_feature=0 3 4 0 3 151 0 0 2 0 12 0 3 2 484 12 4
split_gain=0.221526 0.231523 0.156555 0.13625 0.0958497 0.0860591 0.104069 0.147319 0.0820119 0.10409 0.0781256 0.128735 0.0642032 0.0544668 0.0788739 0.0903398 0.0508461
threshold=0.036480000000000005 -0.15680499999999997 0.26900000000000007 -0.048199999999999993 0.10812000000000001 -0.030624999999999996 -0.10147999999999999 -0.057279999999999991 0.090485000000000024 -0.069389999999999993 0.083795000000000022 -0.08459499999999999 -0.08632999999999999 0.11500500000000001 -0.065229999999999996 0.088465000000000002 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 -4 -7 -8 9 10 12 -12 -1 14 -10 -16 -3
right_child=1 16 5 -5 -6 6 7 -9 13 -11 11 -13 -14 -15 15 -17 -18
leaf_value=0.0052085416619519261 0.0053955727976765719 -0.0030665590313006595 -0.0055295967643140187 0.011493105043058848 -0.0010928191164303698 0.0062918620765222482 -0.0066914500068474313 0.0051789270960038904 0.0076773402732562123 -0.00043042623181645842 0.0035584542728608099 0.0076022013526360803 0.011802370484259719 0.0073040032773770839 -0.0018528361723364386 0.0034124825044248314 -0.010206546731206054
leaf_weight=68 82 64 52 87 78 94 64 55 74 72 466 432 114 82 136 285 52
leaf_count=68 82 64 52 87 78 94 64 55 74 72 466 432 114 82 136 285 52
internal_value=0 -0.00143719 0.00443771 0.00497388 0.00465901 0.000598821 0.0021034 -0.00119004 0.00491953 0.00574188 0.00615503 0.00550578 0.00934861 0.00327456 0.00260342 0.0017073 -0.00628273
internal_weight=0 198 2159 1894 1807 265 213 119 1729 1152 1080 898 182 577 495 421 116
internal_count=2357 198 2159 1894 1807 265 213 119 1729 1152 1080 898 182 577 495 421 116
is_linear=0
shrinkage=0.16829


Tree=7402
num_leaves=19
num_cat=0
split_feature=12 0 4 52 4 16 0 49 157 15 52 1 1 16 16 0 159 2
split_gain=0.171883 0.130296 0.0963241 0.0986421 0.0814619 0.0950012 0.0759367 0.0985435 0.0943639 0.16256 0.0957611 0.135924 0.098278 0.0956971 0.099561 0.0740357 0.0514417 0.0627219
threshold=-0.09168999999999998 -0.092904999999999988 0.24099500000000004 0.044705000000000002 0.40945500000000007 -0.48950499999999991 0.09395000000000002 -0.091004999999999989 -0.0036449999999999994 -0.0099749999999999978 0.091820000000000013 0.11050000000000001 0.095695000000000016 0.041625000000000002 -0.038799999999999994 0.12500000000000003 -0.067254999999999995 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 7 -2 9 16 11 12 -10 14 -12 -8 -9 -18
right_child=2 -3 3 -5 5 -7 15 8 10 -11 13 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0015604981070099155 0.0096902903694705469 -0.0091452476225220292 -0.0070510807170355684 0.0057585918543121735 0.0059530124085409438 -0.0031059183567817431 -0.0048431619673221767 0.008501740789430343 0.0054265403940882027 -0.0045182930687595801 0.0019673218689813636 0.012331197433338464 -0.00024682731517418734 -0.0042193746746731278 0.0098873340271391948 0.0036190943151333554 -0.0023583261849257457 0.0045937553734142602
leaf_weight=84 92 52 53 75 57 77 52 52 900 93 252 75 95 55 55 67 53 118
leaf_count=84 92 52 53 75 57 77 52 52 900 93 252 75 95 55 55 67 53 118
internal_value=0 -0.00251967 0.00363612 0.000597544 -0.00146279 0.0007341 0.00404159 0.00430807 0.00402376 0.00138343 0.00460515 0.0054068 0.00488306 0.00223067 0.00339207 -6.3601e-05 0.00385275 0.00242851
internal_weight=0 136 2221 262 187 134 1959 1840 1748 316 1432 1070 995 362 307 119 223 171
internal_count=2357 136 2221 262 187 134 1959 1840 1748 316 1432 1070 995 362 307 119 223 171
is_linear=0
shrinkage=0.16829


Tree=7403
num_leaves=10
num_cat=0
split_feature=3 1444 15 16 3 3 12 13 52
split_gain=0.158882 0.0953057 0.102646 0.128222 0.0791203 0.121982 0.103822 0.0797489 0.103189
threshold=0.31370500000000007 -0.050539999999999995 -0.42075999999999997 -0.43370499999999995 0.12991000000000003 0.10703500000000001 -0.09168999999999998 0.24679500000000001 0.51524500000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 8 -8
right_child=-2 2 4 -5 -6 -7 7 -9 -10
leaf_value=-0.0036806072425313867 -0.0048321443552627897 0.0041322178998433176 -0.0026628720039096943 -0.0072067087847136144 0.0096812469537409362 -0.0046260928392332975 0.0032710760444234419 0.0095630755205186116 0.010324228398715884
leaf_weight=59 76 54 75 59 56 54 1799 64 61
leaf_count=59 76 54 75 59 56 54 1799 64 61
internal_value=0 0.0029811 0.0031588 -0.00177221 0.00342385 0.00325229 0.00346601 0.00370586 0.00350336
internal_weight=0 2281 2222 113 2109 2053 1999 1924 1860
internal_count=2357 2281 2222 113 2109 2053 1999 1924 1860
is_linear=0
shrinkage=0.16829


Tree=7404
num_leaves=22
num_cat=0
split_feature=1 15 123 13 0 49 0 1 15 15 1 1 150 0 15 50 49 15 15 15 0
split_gain=6.33066 1.28508 1.16138 0.890063 0.626626 0.526993 0.440466 0.338709 0.30669 0.293388 0.246465 0.236969 0.471581 0.358145 0.161216 0.183311 0.141406 0.127228 0.167306 0.111726 0.0291428
threshold=0.10538500000000002 -0.24042999999999998 1.0000000180025095e-35 -0.16392499999999996 -0.14032999999999998 -0.016709999999999999 0.040035000000000008 0.11570500000000002 -0.42759999999999992 -0.52461999999999986 0.084035000000000012 0.085345000000000018 1.0000000180025095e-35 -0.14857499999999998 0.11643000000000002 0.11051000000000001 0.093945000000000015 -0.093124999999999986 0.088155000000000011 -0.0085199999999999981 -0.082234999999999989
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=2 8 6 -3 -5 -6 11 -7 9 -2 -8 13 17 -1 15 16 -15 -13 19 -19 -20
right_child=1 3 -4 4 5 7 10 -9 -10 -11 -12 12 -14 14 -16 -17 -18 18 20 -21 -22
leaf_value=0.0011856858294772708 0.00015122645682503019 0.00023019430077656378 0.00046363638424291967 0.00041528352481614623 0.00052994609915975842 0.0011019649967295442 0.00057782056633326267 0.00075003760948455153 3.0336922326344804e-05 0.00047654277877628385 0.00087767071426463343 0.0010473087884068828 0.00058716343151729209 0.0009675874025541389 0.0007553815728415155 0.00079002837991151893 0.00086461078407163014 0.00087954619951092464 0.0010038404923748013 0.00067172220445360685 0.00090331147715659696
leaf_weight=63 55 60 68 72 62 54 68 69 53 68 55 54 64 858 58 88 184 56 53 62 133
leaf_count=63 55 60 68 72 62 54 68 69 53 68 55 54 64 858 58 88 184 56 53 62 133
internal_value=0 0.000467351 0.000888004 0.00059296 0.000677515 0.000779383 0.000904051 0.000904829 0.000240913 0.000331363 0.000712186 0.000918136 0.000849656 0.000941209 0.000928214 0.000937054 0.000949437 0.000896483 0.000869576 0.000770649 0.000932146
internal_weight=0 493 1864 317 257 185 1796 123 176 123 123 1673 422 1251 1188 1130 1042 358 304 118 186
internal_count=2357 493 1864 317 257 185 1796 123 176 123 123 1673 422 1251 1188 1130 1042 358 304 118 186
is_linear=0
shrinkage=0.0032998


Tree=7405
num_leaves=19
num_cat=0
split_feature=10 16 402 52 52 16 14 1 15 52 158 158 15 12 42 52 42 52
split_gain=0.250449 0.213677 0.0727678 0.0815229 0.0803512 0.139865 0.168148 0.117927 0.154472 0.0844025 0.104621 0.0906865 0.08311 0.0831361 0.0937587 0.0478785 0.04222 0.0157574
threshold=-1.0000000180025095e-35 -0.088144999999999987 0.095250000000000015 0.084755000000000011 -0.53283999999999987 -0.0011349999999999999 0.023790000000000002 0.10374500000000002 -0.047584999999999995 -0.092059999999999989 0.10380000000000002 0.085030000000000008 -0.075694999999999985 0.087615000000000012 0.091945000000000013 -0.55248999999999981 0.085790000000000019 -0.087769999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 16 15 6 9 12 -9 -6 11 -11 -7 17 -15 -2 -4 -14
right_child=2 -3 3 -5 5 7 -8 8 -10 10 -12 -13 13 14 -16 -17 -18 -19
leaf_value=-0.013182158373815707 0.0035386727591466141 0.0010217966586124297 0.00039121199945211821 0.011297516376122727 0.0085775625990044194 0.0062577560600723964 0.012118124949894015 0.00025724330021883053 -0.011876276190315976 0.0021728151519667962 -0.0050115832455668091 0.0092342771813151495 0.0048986477733642666 -0.0060605245569184379 0.0020062497037996747 0.0097988443700781601 0.0066369315448160425 0.00093203556134866428
leaf_weight=54 87 67 64 54 61 69 53 67 53 1206 55 54 66 97 70 59 60 52
leaf_count=54 87 67 64 54 61 69 53 67 53 1206 55 54 66 97 70 59 60 52
internal_value=0 -0.00530231 0.00255506 0.00582535 0.00227009 0.00197679 0.00280792 -0.00052509 -0.00508676 0.00244801 0.0021623 0.00247688 0.00101616 -0.000246551 -0.00266848 0.00608077 0.00342782 0.00316587
internal_weight=0 121 2227 178 2049 1903 1429 474 120 1376 1315 1260 354 285 167 146 124 118
internal_count=2348 121 2227 178 2049 1903 1429 474 120 1376 1315 1260 354 285 167 146 124 118
is_linear=0
shrinkage=0.16829


Tree=7406
num_leaves=12
num_cat=0
split_feature=10 2 2 474 484 159 484 160 1456 2 474
split_gain=0.173224 0.137305 0.105204 0.075649 0.0832342 0.212695 0.136542 0.0813414 0.0799296 0.0741117 0.0427011
threshold=-1.0000000180025095e-35 -0.013254999999999998 -0.0091949999999999983 -0.093109999999999984 0.085560000000000011 0.087410000000000015 0.056325000000000007 -0.53447999999999996 0.091535000000000019 0.087525000000000006 0.084075000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 10 7 -5 9 -9 -6
right_child=2 -3 3 4 5 -7 -8 8 -10 -11 -12
leaf_value=0.0020945999704892488 -0.0044829306880822661 -0.0093336486970095126 0.0083895607754643168 -0.0036580242668288313 0.0044187575695423349 -0.0096848805823509174 0.010947201035344151 0.003963847725893273 -0.0033424638185132484 0.0017270052125367176 -0.0014311017190257738
leaf_weight=52 66 69 57 63 97 58 53 747 64 967 55
leaf_count=52 66 69 57 63 97 58 53 747 64 967 55
internal_value=0 -0.00440749 0.00212643 0.00232912 0.00216408 -0.00100864 0.00251681 0.00227313 0.0024843 0.00270292 0.00229021
internal_weight=0 121 2227 2161 2104 210 1894 1841 1778 1714 152
internal_count=2348 121 2227 2161 2104 210 1894 1841 1778 1714 152
is_linear=0
shrinkage=0.16829


Tree=7407
num_leaves=12
num_cat=0
split_feature=11 1 1 124 12 16 12 16 49 1446 1212
split_gain=0.114773 0.2074 0.130022 0.132366 0.104299 0.102504 0.097472 0.0843698 0.0769856 0.0829647 0.0797203
threshold=0.076560000000000003 0.10259000000000001 0.14741000000000001 -0.051674999999999992 -0.081314999999999985 -0.52830499999999991 -0.08780499999999998 -0.072054999999999994 0.11843000000000002 0.096495000000000011 -0.066149999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 7 -1 9 10 -7
right_child=1 -3 -4 4 5 8 -8 -9 -10 -11 -12
leaf_value=-0.0037346147091940631 -0.00821706887091978 0.0034429730005001917 -0.0063265633005072618 0.0094849429153298932 0.009139694509834961 0.0056178516760049708 -0.0065326181542057016 0.0056712066743778771 0.0068936875120866239 0.0082545366509862335 0.0012102450723504529
leaf_weight=52 91 82 54 58 59 126 83 56 87 54 1546
leaf_count=52 91 82 54 58 59 126 83 56 87 54 1546
internal_value=0 -0.00267996 0.00182009 0.00202834 0.00244701 0.002228 -0.00219277 0.00112584 0.00200208 0.00175448 0.00154347
internal_weight=0 173 2175 2121 1930 1872 191 108 1813 1726 1672
internal_count=2348 173 2175 2121 1930 1872 191 108 1813 1726 1672
is_linear=0
shrinkage=0.16829


Tree=7408
num_leaves=16
num_cat=0
split_feature=0 12 1 41 1 159 159 43 12 0 3 2 52 159 16
split_gain=0.127703 0.168075 0.0849806 0.0869086 0.0769115 0.0655296 0.129074 0.0641096 0.166414 0.114112 0.0743587 0.062037 0.0488718 0.0473309 0.0246466
threshold=0.14486500000000005 -0.11875499999999999 0.12072500000000001 0.083975000000000008 0.13368000000000005 0.087110000000000007 0.093660000000000007 -0.09583499999999999 -0.007389999999999999 -0.071969999999999992 -1.0000000180025095e-35 0.13880500000000004 -0.010614999999999998 0.11576000000000002 -0.015379999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 7 -7 9 -9 12 -10 -6 -3 14 -8
right_child=-2 2 4 -5 11 6 13 8 10 -11 -12 -13 -14 -15 -16
leaf_value=0.0097984896996055615 -0.0070033300690138965 0.0069785311320725019 -0.0065541228871121068 -0.0049171756636815969 0.0046341067422110581 -0.0079715638243870509 0.0061633697994029936 -0.0053189118889833851 0.0016425529872494289 0.011530435208231649 0.0053850229418458285 -0.0030541522582098481 0.00083967815892003626 -0.0017496339173706417 0.0010932129309521542
leaf_weight=66 52 52 72 58 54 56 52 91 1230 53 172 66 128 87 59
leaf_count=66 52 52 72 58 54 56 52 91 1230 53 172 66 128 87 59
internal_value=0 0.0014252 0.00117657 0.00149597 -0.00220432 0.00168474 -0.000833994 0.00205644 0.00164939 0.00465695 0.00210297 0.000390593 0.00262311 0.00117564 0.00348461
internal_weight=0 2296 2230 2038 192 1980 254 1726 1493 233 1402 120 180 198 111
internal_count=2348 2296 2230 2038 192 1980 254 1726 1493 233 1402 120 180 198 111
is_linear=0
shrinkage=0.16829


Tree=7409
num_leaves=23
num_cat=0
split_feature=1 47 123 10 4 16 0 52 15 16 52 1 457 4 0 15 15 1447 484 15 480 15
split_gain=6.30653 0.880899 0.820713 0.472987 0.399308 0.334607 0.259799 0.303861 0.435708 0.542482 0.215743 0.18118 0.172006 0.146798 0.269605 0.119353 0.115451 0.110283 0.11607 0.0961896 0.035139 0.033652
threshold=0.10892500000000001 0.085505000000000012 1.0000000180025095e-35 -0.010699999999999999 0.10947000000000003 -0.042349999999999992 -0.076539999999999983 -0.53283999999999987 0.03981500000000001 0.081265000000000018 0.044705000000000002 0.085540000000000019 0.080930000000000016 0.50373500000000015 -0.085309999999999983 0.11568500000000001 -1.0000000180025095e-35 -0.0077349999999999988 0.085775000000000004 -0.4680149999999999 0.086850000000000024 0.101705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 -3 12 -8 9 -9 -6 21 15 14 -5 17 -11 20 -19 -15 -1 -10
right_child=1 5 -4 13 10 -7 7 8 11 16 -12 -13 -14 19 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0010985664759697881 5.8229135448383799e-05 0.00050022948554237132 0.00058298704939329445 0.00034110676304685778 0.00060580573367129457 0.00084826927964761606 0.0010111462373086583 0.00045230044314289845 0.00089534655962892923 0.00073219651324396323 0.00087258500410299122 0.0010469977561458968 0.00078587055920725638 0.00040474764730384578 0.00064152421579580319 0.00078764193626552328 0.0009391264891931674 0.00095338783002172278 0.00082869490161843621 0.00020483898738454554 0.00097794469502293451 0.00077522853263039019
leaf_weight=73 55 63 97 76 77 59 96 68 57 73 60 72 81 54 58 52 53 860 95 53 55 61
leaf_count=73 55 63 97 76 77 59 96 68 57 73 60 72 81 54 58 52 53 860 95 53 55 61
internal_value=0 0.000432588 0.000879831 0.000335098 0.00089552 0.000668833 0.000909443 0.000843686 0.00080173 0.000690984 0.000722901 0.000914621 0.000935371 0.000398137 0.000471401 0.000946009 0.000819518 0.00095358 0.000941021 0.000306057 0.00104701 0.00083355
internal_weight=0 418 1930 296 1833 122 1696 480 384 194 137 190 1216 241 134 1135 126 1083 955 107 128 118
internal_count=2348 418 1930 296 1833 122 1696 480 384 194 137 190 1216 241 134 1135 126 1083 955 107 128 118
is_linear=0
shrinkage=0.0032998


Tree=7410
num_leaves=25
num_cat=0
split_feature=11 1 2 4 52 2 52 16 3 4 16 1212 15 4 15 4 52 43 16 43 3 133 483 133
split_gain=0.159086 0.0943331 0.136762 0.160159 0.121569 0.22214 0.140712 0.124614 0.117569 0.108967 0.124723 0.087382 0.0868291 0.101659 0.150252 0.0845869 0.0766272 0.0705551 0.139535 0.101375 0.0680312 0.0627184 0.0585768 0.0514592
threshold=0.079915000000000014 0.080270000000000022 0.084995000000000015 -0.082734999999999989 -0.16371499999999997 0.15855000000000002 -0.41304999999999997 0.0023100000000000004 -0.071814999999999976 0.053010000000000009 -0.15796999999999997 0.086310000000000012 0.091305000000000011 -0.080874999999999989 -0.0078799999999999981 -0.14538499999999996 0.092175000000000021 -0.012534999999999999 -0.080509999999999984 -0.07581499999999998 -0.077849999999999989 -0.013329999999999998 0.087605000000000002 -0.0097699999999999992
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 2 3 23 6 7 -3 12 -9 11 -11 16 13 -6 -15 -2 20 19 -19 -18 22 -13 -4 -1
right_child=15 4 9 -5 5 -7 -8 8 -10 10 -12 21 -14 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0054503893892009821 0.0037341020534741383 0.00078585541224038475 0.0046241341254909165 -0.006791999199741436 -0.0069952171741408473 0.011556003078768275 -0.011195675031720169 -0.00071642303619458508 0.0092343690157395651 0.004169102925450599 -0.0045701224578065854 0.0042186328563578431 0.0039816691020948952 -0.0017253068920019144 0.0067230388112056987 0.011895259695395755 0.00011736586537224302 0.0044435300366556718 -0.007411067346612012 0.0093487069240202544 0.008961008573067579 0.012212261958098485 -0.0014006490305183371 -0.0012237880893763988
leaf_weight=74 81 59 353 87 79 54 52 58 79 91 94 52 100 401 70 66 88 52 61 55 91 62 52 58
leaf_count=74 81 59 353 87 79 54 52 58 79 91 94 52 100 401 70 66 88 52 61 55 91 62 52 58
internal_value=0 0.00168941 0.00263905 -0.00118062 0.000420679 0.00111331 -0.00481093 0.000394505 0.00500851 0.00343668 -0.000261657 0.00422881 -0.000575222 -0.00140701 -0.0004659 0.00741052 0.00356652 0.00119255 -0.00193996 0.00368045 0.00478818 0.00858181 0.00384615 0.00250419
internal_weight=0 2222 1270 219 952 841 111 787 137 1051 185 866 650 550 471 147 752 256 113 143 496 114 405 132
internal_count=2369 2222 1270 219 952 841 111 787 137 1051 185 866 650 550 471 147 752 256 113 143 496 114 405 132
is_linear=0
shrinkage=0.16829


Tree=7411
num_leaves=30
num_cat=0
split_feature=1 2 3 16 3 124 15 11 3 3 0 15 16 1 2 16 16 42 3 1 51 1 2 15 16 3 13 16 0
split_gain=6.50915 1.31304 1.07504 0.875817 0.510605 0.487396 0.351531 0.50192 0.448417 0.340534 0.31013 0.302521 0.215131 0.369013 0.190872 0.228762 0.189632 0.15931 0.169642 0.153936 0.152814 0.123595 0.1286 0.120854 0.116794 0.089286 0.054798 0.0518157 0.0115062
threshold=0.10396500000000002 0.13673000000000005 -0.066424999999999984 0.51148500000000008 -0.029309999999999996 -0.076779999999999987 -0.033689999999999991 1.0000000180025095e-35 -0.12077499999999998 0.045635000000000002 -0.069074999999999984 -0.054259999999999996 -0.084699999999999984 1.0000000180025095e-35 0.090225000000000014 -0.068504999999999996 -0.080419999999999978 0.087075000000000014 -0.082039999999999988 0.088485000000000022 0.086430000000000021 0.084035000000000012 0.084275000000000003 -0.096114999999999992 -0.018199999999999997 -0.077774999999999983 -1.0000000180025095e-35 -0.079714999999999994 -0.071969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 10 -4 11 8 -8 -6 -2 14 -7 -14 15 -1 -16 21 24 -15 -3 22 -10 -17 -19 -20 -11 -23 -18
right_child=1 20 5 -5 9 12 7 -9 17 26 -12 -13 13 19 16 23 28 18 25 -21 -22 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0011556938190287248 0.00092878520682846842 0.00017163518782944631 0.00056549428343154163 0.0010163764336032974 0.00032205315608870857 0.00073256559772160487 0.00072562680574225573 0.0012982051803664049 0.0012379964452572006 0.00052709681648392584 0.00058623371903185654 0.00070012614092944034 0.0007758948615692638 0.001193380640243764 0.00075744880373045077 0.001066233670957677 0.0009312801903623983 0.00080177328239933025 0.0011222239990112278 0.00094268383200935501 0.0004038613242664816 0.00089604632207489828 0.001078142613172948 0.00085748073185662303 0.0010043626607865871 0.00097868130153513119 0.00067974836003304969 0.0010498609986352968 0.0010138199989614964
leaf_weight=97 57 78 71 60 87 87 52 81 68 58 60 53 93 52 75 53 55 74 95 60 52 53 387 79 58 109 52 54 59
leaf_count=97 57 78 71 60 87 87 52 81 68 58 60 53 93 52 75 53 55 74 95 60 52 53 387 79 58 109 52 54 59
internal_value=0 0.000550931 0.000973764 0.000650296 0.000580232 0.000812119 0.00101281 0.00104722 0.00102578 0.000477196 0.000753419 0.000937402 0.000871966 0.000930954 0.000967403 0.00103242 0.000888439 0.00104313 0.000985052 0.00105939 0.000264797 0.00107778 0.00110211 0.000941565 0.000891057 0.0010457 0.00059958 0.000974002 0.000974307
internal_weight=0 504 1865 374 314 363 1502 1031 950 197 117 471 292 205 418 229 189 898 336 112 130 562 455 132 132 204 110 107 114
internal_count=2369 504 1865 374 314 363 1502 1031 950 197 117 471 292 205 418 229 189 898 336 112 130 562 455 132 132 204 110 107 114
is_linear=0
shrinkage=0.0032998


Tree=7412
num_leaves=27
num_cat=0
split_feature=1 52 3 1 12 0 1 15 15 3 2 484 400 16 3 3 133 16 15 402 12 402 12 12 0 1
split_gain=11.442 2.04043 1.16127 0.970149 1.15553 0.553052 0.547671 0.489324 0.297615 0.513579 0.295061 0.196928 0.204449 0.189117 0.185162 0.180634 0.173284 0.156493 0.146768 0.121168 0.207688 0.167371 0.0950025 0.0797292 0.0716913 0.0343556
threshold=0.104035 -0.41304999999999997 -0.072579999999999992 0.13604000000000002 0.089605000000000018 -0.14216999999999999 0.088735000000000022 -0.031659999999999994 -0.033689999999999991 -0.097094999999999987 0.10394500000000002 -0.084699999999999984 -0.052894999999999991 -0.039889999999999988 0.10632000000000001 0.045635000000000002 0.088175000000000017 -0.0062149999999999992 -0.035449999999999988 0.0038750000000000004 0.083885000000000015 0.097825000000000009 0.088745000000000004 -0.08731499999999999 -0.080474999999999977 0.11378500000000001
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 5 4 15 -1 10 -8 9 -7 18 -10 -13 -12 -5 23 17 22 -4 20 -14 -21 -11 -3 -18 -17
right_child=1 3 6 14 -6 8 7 -9 11 16 13 12 19 -15 -16 25 24 -19 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0016584739590296662 0.0013231597192084282 0.00063673089852251156 0.0013994991998058221 0.00025606070386119612 0.0010683501910132103 0.00094631810138639529 0.00081636260847423221 0.00120524675516178 0.0015021483881098117 0.0014798995291092438 0.0012193983068636398 0.0014811038408092292 0.0011382166800287963 0.00093914652859777923 0.00051482623352296173 0.00079185854039929464 0.0011077215218112588 0.0012335677088686527 0.0012122863224215961 0.0015594617764910685 0.0013240269068262543 0.0013176507775976172 0.0013001383737240406 0.00046431892926727556 0.0012809998233379997 0.00066394837997672698
leaf_weight=57 56 54 94 52 90 54 86 61 95 94 57 103 78 52 74 52 63 89 99 54 540 84 56 70 53 52
leaf_count=57 56 54 94 52 90 54 86 61 95 94 57 103 78 52 74 52 63 89 99 54 540 84 56 70 53 52
internal_value=0 0.00072899 0.00129117 0.000653971 0.000751196 0.00133757 0.00114435 0.000977976 0.00132412 0.00124856 0.00122522 0.00135648 0.00134033 0.00108602 0.000408314 0.000625848 0.00129444 0.00134634 0.00130365 0.0013211 0.00130063 0.00141253 0.00141302 0.000539686 0.0011872 0.000728242
internal_weight=0 500 1869 444 318 1420 449 147 1363 409 302 954 859 109 126 228 355 239 193 756 618 138 150 124 116 104
internal_count=2369 500 1869 444 318 1420 449 147 1363 409 302 954 859 109 126 228 355 239 193 756 618 138 150 124 116 104
is_linear=0
shrinkage=0.0032998


Tree=7413
num_leaves=19
num_cat=0
split_feature=484 1454 16 1 156 448 130 484 12 1 0 12 12 475 400 403 1211 49
split_gain=0.0883686 0.132352 0.0882178 0.0830435 0.116262 0.120904 0.115556 0.0976869 0.103875 0.09759 0.133026 0.0912543 0.0646849 0.063231 0.0641451 0.119451 0.0684865 0.0579406
threshold=-0.084699999999999984 0.077440000000000023 -0.034109999999999994 0.077565000000000009 0.08956500000000002 -0.049344999999999993 -1.0000000180025095e-35 -0.064579999999999985 0.083705000000000016 0.085425000000000015 -0.14076499999999997 0.023990000000000004 0.089605000000000018 -0.072689999999999991 -0.063679999999999987 -0.084674999999999986 0.086285000000000014 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 5 -5 -7 -2 11 -8 -11 -9 -6 -10 15 -15 -16 -4
right_child=1 -3 17 4 12 6 9 8 13 10 -12 -13 -14 14 16 -17 -18 -19
leaf_value=0.012187627535944455 -0.0020112719536702563 -0.00378168722236854 0.0088898721188680127 -0.0064149602388375287 0.0096364922651382742 -0.0041608110617830721 -0.0040712933424692441 0.0053980906916187617 0.0082482291518246563 -0.0012132404615898833 0.0044269463551365202 0.014656147569866081 0.0020343184351466399 0.0017358335000187369 0.002501913465778337 0.013187838395627333 0.0088693760046736937 0.0018842883212584636
leaf_weight=59 65 78 53 52 84 79 57 74 92 152 529 52 52 52 642 52 52 93
leaf_count=59 65 78 53 52 84 79 57 74 92 152 529 52 52 52 642 52 52 93
internal_value=0 0.00301382 0.00667837 0.00326878 0.00216393 0.00144524 0.00194772 0.0042943 0.00469947 0.00260404 0.00316541 0.00923314 0.00674299 0.00405561 0.00357 0.00747911 0.0029816 0.00443972
internal_weight=0 2164 205 2086 1005 869 817 1081 1016 738 681 126 136 890 798 104 694 146
internal_count=2369 2164 205 2086 1005 869 817 1081 1016 738 681 126 136 890 798 104 694 146
is_linear=0
shrinkage=0.16829


Tree=7414
num_leaves=14
num_cat=0
split_feature=10 14 0 151 160 160 2 2 16 16 1 1 1
split_gain=0.130363 0.0978922 0.0668658 0.168962 0.126584 0.118182 0.129778 0.104778 0.104391 0.0982529 0.0760973 0.171034 0.0523248
threshold=0.058500000000000003 -0.23960999999999996 -0.10891999999999999 0.084990000000000024 -0.53447999999999996 0.089640000000000011 0.090675000000000019 0.12454500000000002 -0.15796999999999997 -0.095794999999999977 0.098370000000000027 0.11203500000000001 0.11726500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 8 -6 -10 -8 -12 -9
right_child=-2 2 3 -5 7 -7 10 12 9 -11 11 -13 -14
leaf_value=0.0087168064980359741 -0.0055494546502809425 -0.0057245872844522037 -0.005050695756152049 0.01245111955229598 0.0096511718394227414 0.0070029554010953782 0.006245691841001883 0.0021519053809664931 -0.0013643364588649264 0.0036019859592973059 -0.0068248656512298637 0.0049190801683186266 -0.0045790185656441043
leaf_weight=81 52 99 55 54 75 69 69 61 122 1421 66 75 70
leaf_count=81 52 99 55 54 75 69 69 61 122 1421 66 75 70
internal_value=0 0.00295929 0.00274992 0.00316529 0.00288634 0.000703472 -0.000697395 0.00313696 0.00350792 0.00320815 0.00166401 -0.000565344 -0.00143106
internal_weight=0 2317 2236 1858 1804 378 309 1749 1618 1543 210 141 131
internal_count=2369 2317 2236 1858 1804 378 309 1749 1618 1543 210 141 131
is_linear=0
shrinkage=0.16829


Tree=7415
num_leaves=23
num_cat=0
split_feature=3 3 0 123 16 3 3 0 40 133 11 3 0 3 49 133 481 157 3 3 0 16
split_gain=7.29919 1.64475 1.44062 1.10134 1.0886 0.500825 0.309922 0.370412 0.215152 0.205296 0.175495 0.208564 0.235214 0.155408 0.151808 0.109535 0.0932874 0.0669326 0.0621606 0.111571 0.0363381 0.00289629
threshold=-0.052614999999999995 0.31534000000000006 -0.040094999999999992 0.081180000000000016 0.053535000000000006 0.10632000000000001 0.06269000000000001 -0.074754999999999988 -0.079639999999999975 0.087035000000000015 0.084680000000000019 -0.12077499999999998 -0.10490499999999998 0.092330000000000009 -1.0000000180025095e-35 0.092120000000000021 -0.063794999999999977 -0.07928499999999998 -0.077634999999999996 -0.080634999999999984 -0.085719999999999977 0.4044600000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 5 -4 6 7 -2 9 -5 11 -1 -13 -8 -7 16 20 -18 19 -17 -14 -6
right_child=1 -3 4 8 21 14 13 -9 -10 -11 -12 12 15 -15 -16 18 17 -19 -20 -21 -22 -23
leaf_value=0.0013722087549798375 0.0010221144439793888 0.00027889174091441773 0.00057783406615785496 0.00080445131609973783 0.0011307753620533329 0.00061759763065298708 0.0012406115358715374 0.0006641947105048841 0.00040633021880283723 0.00052270198940122282 0.0010008674022775905 0.00098190019449371211 0.0013730963344403826 0.0009899735102184479 0.00083780848279390674 0.0011319597083296175 0.0012798621089054141 0.0011919294009806642 0.0010714405095718603 0.0013074774171329745 0.0012453190376714488 0.0010660440295146808
leaf_weight=74 83 73 76 57 52 60 59 52 53 58 53 59 56 54 85 170 121 807 101 56 64 52
leaf_count=74 83 73 76 57 52 60 59 52 53 58 53 59 56 54 85 170 121 807 101 56 64 52
internal_value=0 0.000745552 0.00115928 0.000806213 0.000879003 0.00090197 0.000992476 0.00088451 0.000582002 0.000662658 0.00119158 0.00119826 0.00118925 0.00112115 0.00074693 0.00119813 0.00121512 0.00120343 0.00114354 0.00117561 0.00130524 0.00109875
internal_weight=0 634 1741 561 180 393 248 135 168 115 1561 1508 1434 113 145 1375 1048 928 327 226 120 104
internal_count=2375 634 1741 561 180 393 248 135 168 115 1561 1508 1434 113 145 1375 1048 928 327 226 120 104
is_linear=0
shrinkage=0.0032998


Tree=7416
num_leaves=17
num_cat=0
split_feature=0 16 10 43 51 151 1212 12 16 402 1212 48 0 48 42 0
split_gain=0.228598 0.282067 0.229305 0.150351 0.0972704 0.10347 0.080713 0.170195 0.079317 0.0611429 0.099678 0.0581423 0.10727 0.0508045 0.0337406 0.0147311
threshold=-0.0042749999999999993 0.0045450000000000013 -0.084119999999999986 -0.057214999999999995 0.13474500000000003 0.086470000000000005 0.082415000000000016 0.085345000000000018 0.55302000000000018 0.09388500000000001 -0.040879999999999993 0.10227500000000002 -0.17785499999999996 0.11714000000000001 -0.081159999999999996 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 9 -8 -5 11 -11 12 -4 -13 -9 -16
right_child=1 3 4 8 -6 -7 7 14 -10 10 -12 13 -14 -15 15 -17
leaf_value=0.014580376686823973 -0.0090791065222000263 -0.0047113494772975696 0.0089783520131822905 0.010476884263102948 0.0090865660716250348 -0.0031260718681131476 0.014774629684655005 0.00092314815521220208 0.0013434726789888624 0.0050786554843426706 -0.0033933802583892619 -0.0040657822915284225 0.0031638734450204573 0.0031968579006063998 0.0036245213238040898 0.0073820070150415751
leaf_weight=53 93 54 97 57 81 72 52 70 52 64 102 55 1295 54 60 64
leaf_count=53 93 54 97 57 81 72 52 70 52 64 102 55 1295 54 60 64
internal_value=0 -0.00167941 0.00364008 0.00253147 0.00335856 0.00312391 0.00336008 0.00621224 0.00613614 0.00293811 -0.00011623 0.0032771 0.00357034 -0.000451295 0.0039079 0.00557836
internal_weight=0 256 2119 163 2066 1985 1913 246 109 1667 166 1501 1392 109 194 124
internal_count=2375 256 2119 163 2066 1985 1913 246 109 1667 166 1501 1392 109 194 124
is_linear=0
shrinkage=0.16829


Tree=7417
num_leaves=16
num_cat=0
split_feature=0 156 13 0 10 160 475 160 12 160 12 484 12 15 0
split_gain=0.158162 0.222597 0.191746 0.164991 0.158705 0.126249 0.105274 0.0996532 0.147967 0.0950179 0.0924578 0.0868889 0.063344 0.0918867 0.0397816
threshold=-0.0042749999999999993 0.089470000000000008 -0.011834999999999998 0.12113000000000002 -0.074314999999999978 -0.54321999999999993 -0.086424999999999988 -0.0048599999999999989 0.083865000000000009 -0.072664999999999993 0.12106500000000002 0.085775000000000004 -0.093429999999999985 -0.091604999999999978 -0.079724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 -7 8 11 14 12 -8 -9 -14 -10
right_child=1 -3 3 -5 5 6 7 10 9 -11 -12 -13 13 -15 -16
leaf_value=0.011797914558186132 0.0022656115617231409 0.0068453682184120967 -0.014586498802405971 -0.0016894016205734098 0.010676537701287334 0.0085540588894217236 -0.00093915020728887078 0.0075219017525300028 0.0024755185562102262 -0.0028531030657226171 0.010038928318080662 -0.0094264546218230365 -0.00044437094394756944 0.0032016419323347973 0.0072555080428446574
leaf_weight=57 74 68 62 52 56 80 89 76 239 86 52 56 241 1024 63
leaf_count=57 74 68 62 52 56 80 89 76 239 86 52 56 241 1024 63
internal_value=0 -0.00139561 -0.00438594 -0.00871937 0.00302835 0.00278506 0.00256386 0.00231412 0.000353321 0.00207056 0.00306308 -0.0042294 0.00279124 0.00250561 0.00347862
internal_weight=0 256 188 114 2119 2062 2006 1926 533 388 1393 145 1341 1265 302
internal_count=2375 256 188 114 2119 2062 2006 1926 533 388 1393 145 1341 1265 302
is_linear=0
shrinkage=0.16829


Tree=7418
num_leaves=14
num_cat=0
split_feature=0 16 16 10 156 475 4 48 455 147 151 156 42
split_gain=0.109408 0.15552 0.138107 0.111213 0.0796273 0.141125 0.0908381 0.0734575 0.067072 0.110022 0.0590786 0.0583104 0.0422429
threshold=-0.0042749999999999993 0.0045450000000000013 0.24579500000000001 -0.084119999999999986 0.090100000000000013 -0.086424999999999988 -0.11205499999999999 0.097500000000000017 1.0000000180025095e-35 0.085050000000000014 -0.063609999999999986 0.11659000000000001 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -7 8 9 -8 -9 12 -6
right_child=1 2 -4 4 11 6 7 10 -10 -11 -12 -13 -14
leaf_value=0.010141179981159543 -0.0066553785580663275 0.0072774785335739641 -0.002542131480761033 0.010807495399551845 -0.0067945436193635267 0.0081938404768084859 0.0025562133852778273 -0.0060192083158627195 0.0082998530211530561 -0.0043074212702210526 0.0009878140928405246 0.0033172188817015835 -6.8859770595195807e-05
leaf_weight=53 93 75 88 58 55 73 1503 52 54 69 98 52 52
leaf_count=53 93 75 88 58 55 73 1503 52 54 69 98 52 52
internal_value=0 -0.00115956 0.00196507 0.00251914 0.00232274 0.00262473 0.00236708 0.00212656 0.0024557 0.0022538 -0.00142931 -0.00128796 -0.00354278
internal_weight=0 256 163 2119 2066 1907 1849 1776 1626 1572 150 159 107
internal_count=2375 256 163 2119 2066 1907 1849 1776 1626 1572 150 159 107
is_linear=0
shrinkage=0.16829


Tree=7419
num_leaves=22
num_cat=0
split_feature=1 12 1 2 123 12 16 12 2 2 12 52 475 0 456 12 12 151 0 16 2
split_gain=4.13142 1.11004 0.825079 0.537028 0.462617 0.308408 0.296551 0.237847 0.253932 0.215742 0.219195 0.153368 0.13759 0.187358 0.139633 0.136223 0.120512 0.0862331 0.0660211 0.0542544 0.0380251
threshold=0.11634000000000001 0.054520000000000006 0.088735000000000022 0.14823500000000003 0.081180000000000016 0.082530000000000006 0.051380000000000002 -1.0000000180025095e-35 0.11215000000000001 0.090225000000000014 0.087495000000000003 -0.53454499999999994 -0.079669999999999977 -0.07304999999999999 0.041000000000000002 -0.013764999999999998 0.11769500000000001 -0.059889999999999992 -0.10023499999999998 0.0070300000000000007 0.095620000000000011
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 2 15 4 6 -3 -2 17 -9 12 -11 -12 14 18 -7 -1 20 -4 -14 -20 -13
right_child=3 5 7 -5 -6 9 -8 8 -10 10 11 16 13 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.000923461894141396 0.0003959905952421547 0.0010222445135320156 0.0004585607095188071 8.8358501332172102e-05 0.00019064920964263548 0.00098015194414545286 0.00068720110822940864 0.00066614404672143762 0.00038179349018828477 0.00051610826721581722 0.00089676652760514828 0.00077888848757431072 0.00091102156156783447 0.0006224374517529329 0.00076225139551016946 0.00070992346550814115 0.00057542424072667042 0.00027284398152874 0.00080095711587965151 0.000685247948855924 0.00071224305763865621
leaf_weight=54 99 57 54 74 72 90 63 97 54 52 64 186 60 71 53 90 56 58 678 52 241
leaf_count=54 99 57 54 74 72 90 63 97 54 52 64 186 60 71 53 90 56 58 678 52 241
internal_value=0 0.000743868 0.000589082 0.000333986 0.000411513 0.000781797 0.000509457 0.000478805 0.000564689 0.000773225 0.00072307 0.000742681 0.000803113 0.00078704 0.000899638 0.000790245 0.000722191 0.000362701 0.000801789 0.000792763 0.000741356
internal_weight=0 2067 407 308 234 1660 162 263 151 1603 599 547 1004 861 143 144 483 112 790 730 427
internal_count=2375 2067 407 308 234 1660 162 263 151 1603 599 547 1004 861 143 144 483 112 790 730 427
is_linear=0
shrinkage=0.0032998


Tree=7420
num_leaves=22
num_cat=0
split_feature=3 123 2 480 2 0 2 3 12 3 3 47 42 2 3 43 2 2 3 0 0
split_gain=4.87024 2.88332 1.32516 0.94834 0.518713 0.43398 0.395095 0.226814 0.309684 0.359965 0.184715 0.168468 0.240186 0.123997 0.121847 0.115187 0.108677 0.088072 0.0687275 0.0406658 0.0327735
threshold=0.30112000000000005 0.083715000000000026 0.099675000000000014 -0.068944999999999992 0.10672500000000001 -0.088884999999999978 0.13290500000000002 0.0012800000000000001 0.08598500000000002 -0.13088999999999998 -0.065004999999999993 0.081320000000000017 0.083725000000000008 0.10575500000000002 -0.098469999999999988 -0.076834999999999987 0.10746500000000002 -0.013254999999999998 0.099220000000000017 -0.13892999999999997 -0.12324999999999998
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 2 3 -1 17 16 10 8 11 -10 13 12 -5 -7 -11 -15 -4 -3 -18 -9 -2
right_child=20 4 5 7 -6 6 -8 19 9 14 -12 -13 -14 15 -16 -17 18 -19 -20 -21 -22
leaf_value=0.0013544615463225522 5.876830149196625e-05 0.0004903331344579023 0.0007081536115784115 0.00087232515621241081 0.00022605941630772074 0.00067217432910437905 0.00059050942634642303 0.00083055706979113825 0.00064894313506189876 0.0010530141747661043 0.0010282124003242914 0.0011737772055783365 0.001044946618344532 0.00098318379252972489 0.00089633767427228447 0.00079144982537438793 0.0004374796882974111 0.00068556993204400265 0.00061127329519848053 0.00069980843986667824 0.0001761865495064703
leaf_weight=55 52 52 56 155 73 53 78 63 64 61 57 54 215 56 795 99 52 53 52 54 54
leaf_count=55 52 52 56 155 73 53 78 63 64 61 57 54 215 56 795 99 52 53 52 54 54
internal_value=0 0.000843479 0.000878991 0.000927773 0.000440479 0.000731895 0.000798384 0.000911686 0.00092395 0.000889593 0.000859437 0.000998416 0.000972727 0.000813017 0.000907544 0.000860949 0.000589139 0.000589217 0.000524715 0.000770513 0.000118917
internal_weight=0 2197 2019 1516 178 503 343 1461 1344 920 265 424 370 208 856 155 160 105 104 117 106
internal_count=2303 2197 2019 1516 178 503 343 1461 1344 920 265 424 370 208 856 155 160 105 104 117 106
is_linear=0
shrinkage=0.0032998


Tree=7421
num_leaves=10
num_cat=0
split_feature=10 15 160 1 1375 0 148 1 0
split_gain=0.181125 0.116231 0.102904 0.0955083 0.11251 0.100979 0.0965064 0.10683 0.10249
threshold=-0.092019999999999977 -0.43457999999999991 -0.069009999999999988 0.13539000000000004 -0.092319999999999985 -0.22384499999999996 -0.081784999999999983 0.11695500000000002 -0.057279999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -7 8 -8
right_child=1 3 -4 -5 5 6 7 -9 -10
leaf_value=-0.0062638040787630017 0.0029664579592061429 -0.0042955917389813896 -0.0067667306839591084 0.0098428963097806493 0.0097318070681577714 0.010479302170138781 0.0029343533333204136 -0.0022759505110107178 0.0065019086471279162
leaf_weight=57 64 52 59 68 74 53 1510 96 270
leaf_count=57 64 52 59 68 74 53 1510 96 270
internal_value=0 0.00333197 -0.0016877 0.00362364 0.00341697 0.0036181 0.00338263 0.00318118 0.00347651
internal_weight=0 2246 123 2123 2055 2003 1929 1876 1780
internal_count=2303 2246 123 2123 2055 2003 1929 1876 1780
is_linear=0
shrinkage=0.16829


Tree=7422
num_leaves=16
num_cat=0
split_feature=15 16 150 147 43 2 42 16 15 43 51 151 3 52 15
split_gain=0.0930563 0.149418 0.0943848 0.124713 0.11149 0.105517 0.125166 0.168027 0.0781038 0.0760301 0.0818684 0.0791022 0.0870869 0.0416211 0.0155947
threshold=-0.26826999999999995 -0.38959499999999997 0.116995 0.08955500000000001 -0.084674999999999986 0.10124000000000001 0.086665000000000006 0.041625000000000002 -0.15614499999999998 -0.081204999999999986 -1.0000000180025095e-35 -0.086379999999999985 -0.008649999999999998 0.026115000000000003 -0.54015999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 6 7 13 -6 10 -10 -11 -13 -2 -1
right_child=2 -3 -4 -5 8 -7 -8 -9 9 11 -12 12 -14 -15 -16
leaf_value=0.00075352782061369574 0.0040306400329809767 -0.0067743449030142266 -0.0027658704138338037 0.01118401090711506 0.0092942003473625735 -0.0041557438758209097 0.0076548216230291014 -0.0074645389450562127 0.0032075358846425784 -0.0032826315809197392 0.011346196045657857 0.0025683050119510182 0.006290992578937853 -0.00059711581765562003 0.0047771994504028342
leaf_weight=53 153 76 80 53 66 101 85 62 75 55 67 1016 217 85 59
leaf_count=53 153 76 80 53 66 101 85 62 75 55 67 1016 217 85 59
internal_value=0 -0.00100779 0.00289235 0.00311567 0.00289901 0.000679976 0.00195323 0.000331795 0.00361869 0.00335549 0.00706026 0.00294565 0.00322493 0.00237032 0.00288918
internal_weight=0 188 2115 2035 1982 486 385 300 1496 1430 142 1288 1233 238 112
internal_count=2303 188 2115 2035 1982 486 385 300 1496 1430 142 1288 1233 238 112
is_linear=0
shrinkage=0.16829


Tree=7423
num_leaves=20
num_cat=0
split_feature=1 3 4 39 10 3 150 4 3 15 3 13 43 3 13 1 4 3 3
split_gain=8.17664 2.13702 1.41896 0.769656 0.746165 0.611103 0.424544 0.329534 0.325017 0.365127 0.287884 0.261449 0.197598 0.18673 0.168406 0.241192 0.218695 0.108265 0.041891
threshold=0.10335000000000001 0.31534000000000006 -0.048624999999999995 0.081875000000000017 -1.0000000180025095e-35 -0.066704999999999987 0.086730000000000015 -0.0072499999999999995 -0.14265999999999998 0.029300000000000003 -0.087319999999999995 0.0052200000000000015 -0.024279999999999996 -0.093224999999999988 -0.0018299999999999998 0.077565000000000009 0.032965000000000001 -0.093224999999999988 0.12031000000000001
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 -2 6 -4 10 8 -8 9 -1 -6 13 -7 -10 16 -16 -15 -13 -14
right_child=1 -3 4 -5 5 12 7 -9 11 -11 -12 17 18 14 15 -17 -18 -19 -20
leaf_value=0.0010044793799423512 0.00099104794797932709 9.8648070924795738e-06 0.00015943389312025522 0.00068886077010574937 0.00061794621978506479 0.00036077978695758307 0.00098622198750372594 0.0006524665263254139 0.00087259663070628104 0.0013869898712253995 0.00093971133518016626 0.0009697225581211835 0.00063616462359361017 0.0010386213592538853 0.00095127646495372562 0.0012302433630508576 0.00089080655948278839 0.00080539799363715846 0.00050537445678143663
leaf_weight=56 87 75 53 89 67 95 67 64 85 55 57 94 53 866 52 105 129 90 64
leaf_count=56 87 75 53 89 67 95 67 64 85 55 57 94 53 866 52 105 129 90 64
internal_value=0 0.000528055 0.000609629 0.000989086 0.000524234 0.000581672 0.00100513 0.000823435 0.00102065 0.00119433 0.000766139 0.00100705 0.00047361 0.00102451 0.00103568 0.00113807 0.00101949 0.000889538 0.000564922
internal_weight=0 551 476 1752 389 336 1663 131 1532 111 124 1421 212 1237 1152 157 995 184 117
internal_count=2303 551 476 1752 389 336 1663 131 1532 111 124 1421 212 1237 1152 157 995 184 117
is_linear=0
shrinkage=0.0032998


Tree=7424
num_leaves=19
num_cat=0
split_feature=10 10 0 43 52 2 1429 1453 12 43 159 457 43 12 43 12 2 42
split_gain=0.140802 0.107316 0.133308 0.106205 0.174203 0.0921322 0.104778 0.0921032 0.0968072 0.168878 0.103655 0.0713806 0.0620591 0.127139 0.0788843 0.0592491 0.0490826 0.0298545
threshold=-0.092019999999999977 0.058500000000000003 -0.00077999999999999999 -0.055679999999999993 -0.10271999999999999 0.088745000000000004 0.083960000000000021 -0.0067199999999999994 0.083795000000000022 -0.078139999999999973 0.042925000000000005 0.087995000000000004 0.0032700000000000003 0.089370000000000019 -0.010504999999999999 0.094185000000000005 0.11500500000000001 0.097180000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 -2 9 -9 -10 12 14 -14 15 -7 -16 -15
right_child=1 -3 3 4 -6 11 -8 8 10 -11 -12 -13 13 17 16 -17 -18 -19
leaf_value=-0.0054192098407279538 -0.0023355793765808901 -0.0040292607091839796 0.0017745644528609011 0.0041023513375034746 0.016063660492064924 0.00019409707054058169 -0.0026287117463281605 0.0021980632321781583 0.0033565516226140664 0.012923783197328785 0.011094779225643654 -0.0033773712402023039 -0.0077562316839238834 -0.00011510544555330217 0.0081033083971728398 0.0041169681590149708 0.0027860095284902176 0.0049184914117945851
leaf_weight=57 55 59 67 71 68 307 65 73 698 98 53 75 52 77 105 170 95 58
leaf_count=57 55 59 67 71 68 307 65 73 698 98 53 75 52 77 105 170 95 58
internal_value=0 0.00303966 0.00323119 0.00731109 0.00996685 0.00280602 0.0038967 0.00433267 0.0047324 0.00835547 0.00390505 0.00159379 0.00202739 -0.000678688 0.00277752 0.00159595 0.00558657 0.00203417
internal_weight=0 2246 2187 206 139 1981 1042 977 922 171 751 939 864 187 677 477 200 135
internal_count=2303 2246 2187 206 139 1981 1042 977 922 171 751 939 864 187 677 477 200 135
is_linear=0
shrinkage=0.16829


Tree=7425
num_leaves=25
num_cat=0
split_feature=1 12 1 2 12 15 3 3 12 43 13 159 0 0 2 403 52 2 13 12 3 1 3 15
split_gain=6.37352 1.80013 1.02912 0.759962 0.712983 0.64656 0.410993 0.387141 0.35114 0.282712 0.278462 0.252024 0.201012 0.246269 0.163526 0.150761 0.141319 0.132099 0.12393 0.114023 0.108113 0.087798 0.0806203 0.0479054
threshold=0.11663000000000003 0.023990000000000004 0.088595000000000021 0.14823500000000003 0.086795000000000011 -0.13800499999999996 -0.0053599999999999993 0.11745500000000002 0.11844 -0.024279999999999996 -0.0078949999999999975 -0.023859999999999996 0.11535000000000002 -0.061994999999999995 0.088500000000000009 -0.023209999999999998 -0.037619999999999994 0.090425000000000019 0.0037100000000000002 -0.054684999999999991 -0.085104999999999986 0.099450000000000011 -0.087854999999999975 0.085095000000000018
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 2 19 5 11 9 10 21 12 -2 -4 -3 13 16 15 23 17 -6 -18 -1 22 -8 -17 -13
right_child=3 4 6 -5 8 -7 7 -9 -10 -11 -12 14 -14 -15 -16 20 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0012124079419043056 0.00030375240586135306 0.001375237803540383 0.00074182722237210827 0.00026111163191460947 0.0010782214016432088 0.0008330564915025459 0.00085982250006444959 0.00061024019615910259 0.00082165485671680839 0.00063420515704072286 0.00040565677056177759 0.0011667038140860558 0.0012589271392197396 0.00088541833731089028 0.0010097947196311646 0.001257973703954996 0.0011129334692508448 0.00089612022002746395 0.00099860684662891408 0.001013227221520319 0.0013361098040140435 0.0010477520540555705 0.0010805524450061127 0.0010211483019319074
leaf_weight=52 58 83 57 82 93 98 60 54 67 56 52 62 60 84 60 74 654 89 131 92 99 56 52 52
leaf_count=52 58 83 57 82 93 98 60 54 67 56 52 62 60 84 60 74 654 89 131 92 99 56 52 52
internal_value=0 0.00105086 0.000858317 0.000531597 0.00109991 0.000636052 0.000740988 0.000842864 0.00105592 0.000466389 0.000581776 0.00120733 0.00107002 0.0010592 0.00117231 0.00120097 0.00107426 0.000989366 0.0010939 0.0010854 0.00125166 0.000950851 0.00118503 0.00110062
internal_weight=0 2083 423 294 1660 212 279 170 1178 114 109 482 1111 1051 399 339 967 182 785 144 225 116 126 114
internal_count=2377 2083 423 294 1660 212 279 170 1178 114 109 482 1111 1051 399 339 967 182 785 144 225 116 126 114
is_linear=0
shrinkage=0.0032998


Tree=7426
num_leaves=23
num_cat=0
split_feature=3 4 4 2 2 11 3 13 0 13 43 13 2 0 2 3 15 402 43 43 4 4
split_gain=5.01859 1.2938 1.13391 0.737512 0.887429 0.321924 0.598945 0.328615 0.273219 0.247332 0.206404 0.250986 0.203715 0.171429 0.167617 0.0920559 0.0888898 0.112247 0.0627401 0.0584038 0.0372167 0.0233355
threshold=-0.049204999999999992 0.30163500000000004 0.30163500000000004 0.10859000000000001 -0.0091949999999999983 1.0000000180025095e-35 -0.10919499999999999 0.0015850000000000003 -0.11073999999999999 -0.0016149999999999999 -0.072864999999999985 -0.062109999999999992 0.093765000000000015 -0.15135999999999997 0.09036000000000001 -0.16048499999999996 0.092725000000000016 0.10874500000000002 -0.095564999999999983 -0.083669999999999981 -0.013024999999999998 -0.039459999999999995
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 5 3 4 -2 6 -1 14 13 -5 -4 -12 -10 -6 16 -7 17 -8 -9 -16 -21 -20
right_child=2 -3 10 9 8 15 7 18 12 -11 11 -13 -14 -15 19 -17 -18 -19 21 20 -22 -23
leaf_value=0.0006454743474626686 0.00036425929491190346 0.00048700723481846336 0.00017155360036973235 0.00033084982092071176 0.00081964111872382642 0.0011581326081579648 0.00096830475595669787 0.00072836301423586682 0.0010721864719663383 0.0006171511045894567 0.00026455497904125672 0.00056681333750345357 0.0007994391294123697 0.00057799631073888851 0.00097845143748141413 0.00097880198125842028 0.00087219709024079499 0.0011233426000393021 0.00090160847681745458 0.00089822570064517231 0.00081846000197496069 0.00079458199105878033
leaf_weight=91 58 79 58 84 74 73 728 88 59 55 62 59 64 59 61 62 101 58 58 156 138 52
leaf_count=91 58 79 58 84 74 73 728 88 59 55 62 59 64 59 61 62 101 58 58 156 138 52
internal_value=0 0.000900573 0.000557202 0.000645147 0.000733905 0.000920162 0.000906395 0.000922859 0.000817516 0.000444388 0.000334441 0.000412228 0.000930556 0.00071271 0.000942918 0.00107603 0.000967578 0.00097979 0.000796858 0.000881202 0.000860904 0.000851334
internal_weight=0 1745 632 453 314 1666 1531 1440 256 139 179 121 123 133 1242 135 887 786 198 355 294 110
internal_count=2377 1745 632 453 314 1666 1531 1440 256 139 179 121 123 133 1242 135 887 786 198 355 294 110
is_linear=0
shrinkage=0.0032998


Tree=7427
num_leaves=28
num_cat=0
split_feature=1 12 10 12 1 3 3 3 12 43 43 12 1 3 16 4 4 12 51 1 1212 4 160 16 4 3 12
split_gain=14.2582 3.53641 1.49084 1.28438 1.19407 0.877224 0.666708 0.489838 0.460891 0.492076 0.373086 0.553372 0.368087 0.278952 0.245076 0.241886 0.215101 0.213636 0.131955 0.119071 0.0913438 0.118746 0.131457 0.0754012 0.073676 0.0357594 0.0279066
threshold=0.11663000000000003 0.054520000000000006 -0.011559999999999999 0.099815000000000015 0.091410000000000005 -0.0053599999999999993 -0.010299999999999998 0.11745500000000002 0.086795000000000011 -0.12584499999999996 0.15737500000000001 0.11769500000000001 0.073870000000000005 -0.12595999999999999 -0.06421499999999998 -0.085054999999999992 -0.00059999999999999995 -0.081314999999999985 0.086650000000000019 0.10587000000000001 0.08468500000000001 -0.011809999999999999 -0.00363 0.041625000000000002 -0.082084999999999977 -0.099169999999999994 0.10411000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 8 12 19 14 -7 13 -10 11 16 -1 -3 -4 25 26 -8 23 -6 21 24 -23 -17 -15 -11 -5
right_child=2 3 6 10 5 7 17 -9 9 15 -12 -13 -14 20 -16 18 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0012203206547003961 0.00016207696478315214 0.0018509672291191104 0.0007955272097237531 0.0013416938274937583 0.00067119122575605276 0.0013179485403837321 0.00077198469766641203 0.00092421577758319948 0.0012387547083525744 0.001734657796927082 0.0015340652757378629 0.00093498806197133495 0.0015320316098430078 0.0016034345779461015 0.0011139133016285913 0.0014981019741233913 0.0011464019222781872 0.00049713363051589804 0.0016178120794830412 0.00089813978933465911 0.0016987173584499771 0.0015640355115855557 0.0017723843201230042 0.0014029773527170382 0.0014587413647381405 0.0015988888405063964 0.0014598391051035761
leaf_weight=84 55 54 53 54 52 99 52 54 76 54 57 53 85 68 55 493 53 79 91 53 82 98 56 129 120 56 62
leaf_count=84 55 54 53 54 52 99 52 54 76 54 57 53 85 68 55 493 53 79 91 53 82 98 56 129 120 56 62
internal_value=0 0.00142923 0.000652721 0.00149835 0.00116111 0.00101936 0.000765484 0.00117921 0.00153985 0.00149533 0.0012934 0.00123145 0.00137731 0.0016235 0.000957995 0.00151898 0.00132421 0.000606504 0.00149627 0.000786082 0.00159445 0.00156935 0.00164003 0.00147843 0.00151126 0.00166586 0.00140514
internal_weight=0 2083 294 1656 427 258 239 153 1377 899 279 222 169 478 108 823 169 131 713 105 424 342 154 622 188 110 116
internal_count=2377 2083 294 1656 427 258 239 153 1377 899 279 222 169 478 108 823 169 131 713 105 424 342 154 622 188 110 116
is_linear=0
shrinkage=0.0032998


Tree=7428
num_leaves=24
num_cat=0
split_feature=3 43 12 2 4 16 159 47 16 2 3 50 475 16 52 4 52 0 16 43 43 0 43
split_gain=0.180713 0.166535 0.114762 0.12953 0.111999 0.137315 0.124111 0.123203 0.0956371 0.13586 0.10242 0.0854077 0.0817693 0.0912972 0.121192 0.139902 0.0704093 0.0655966 0.049519 0.0317276 0.0299235 0.0297738 0.0449005
threshold=-0.072579999999999992 0.082870000000000013 -0.10853999999999998 -0.0091949999999999983 -0.17689999999999997 0.0055300000000000011 0.040035000000000008 0.079855000000000023 -0.019749999999999993 0.083970000000000017 -0.15078499999999997 0.11051000000000001 -0.052309999999999988 0.21684500000000004 -0.074099999999999985 -0.029369999999999997 -0.53937999999999986 -0.085764999999999994 -0.082264999999999991 0.22924500000000003 -0.077824999999999991 -0.069884999999999989 -0.082354999999999984
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 -2 -4 -1 7 16 8 10 -10 -6 18 -5 14 -14 -16 -7 -11 -12 -3 -9 22 -18
right_child=1 19 3 12 5 6 -8 20 9 17 11 -13 13 -15 15 -17 21 -19 -20 -21 -22 -23 -24
leaf_value=0.011122192013109111 0.0087077133832056241 0.011318365611385776 -0.0057597893119375049 -0.0036471865080339358 -0.0026256342490059881 0.0090701862116170512 -0.0050317368169814827 0.0085201421041783774 0.01538451492282393 0.0019401313081798615 0.0067497949096685409 -0.0010170778680546162 0.0086442088641555132 -0.0032439068083404492 0.0067966448037210586 -0.0006161797436885772 0.0068526922356647348 0.0086841397896822697 0.0038917396477735613 0.0057588893696827381 0.013950651041710798 -0.0013105257384601811 0.00040356310268987083
leaf_weight=95 56 52 76 72 53 52 59 65 59 69 404 61 95 69 107 220 58 103 306 71 56 53 66
leaf_count=95 56 52 76 72 53 52 59 65 59 69 404 61 95 69 107 220 58 103 306 71 56 53 66
internal_value=0 0.00241293 0.00139964 0.00075637 0.00550639 0.00514074 0.00183823 0.005948 0.00536133 0.0083966 0.00450824 0.00500097 0.00163919 0.00241804 0.00334806 0.00180393 0.00361607 0.00598914 0.00552054 0.00812384 0.0110483 0.00200358 0.00343458
internal_weight=0 818 695 639 1559 1464 288 1176 1055 231 824 771 563 491 422 327 229 172 710 123 121 177 124
internal_count=2377 818 695 639 1559 1464 288 1176 1055 231 824 771 563 491 422 327 229 172 710 123 121 177 124
is_linear=0
shrinkage=0.16829


Tree=7429
num_leaves=21
num_cat=0
split_feature=40 2 2 2 0 15 15 49 2 15 0 15 0 15 1447 15 0 0 0 1375
split_gain=11.3869 7.69621 2.90696 1.34163 1.3412 0.903985 0.806959 0.622949 0.589131 0.556146 0.549671 0.389182 0.378256 1.16134 0.364022 0.260024 0.259188 0.342593 0.178473 0.058346
threshold=-0.026419999999999996 0.114805 -1.0000000180025095e-35 0.10472500000000001 -0.11692999999999999 -0.11251499999999999 -0.26424499999999995 -0.0086549999999999978 0.14234000000000005 0.029300000000000003 -0.14151499999999997 -0.021954999999999999 -0.10220499999999998 -0.10556999999999998 -0.082869999999999985 0.092135000000000009 -0.079249999999999987 0.047740000000000012 -0.066264999999999991 0.083830000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 9 -5 -3 -1 -8 18 12 -11 -6 13 -4 -12 -16 19 -18 -7 -14
right_child=1 5 3 4 11 8 7 -9 -10 10 14 -13 16 -15 15 -17 17 -19 -20 -21
leaf_value=-6.6654604720386276e-05 0.00044126218685510511 0.00020327055114661619 0.0012022411954023004 0.00036674815728277537 0.00078758099932486631 0.00059165922462416922 0.00016502404229935352 0.00054993188665603107 0.0003084026158886085 0.0015015677931005359 0.0014002955152216971 0.0011403588859317398 0.0011131779503686843 0.00059296182532577965 0.001174158068333782 0.0010343782647502947 0.00089184912842103922 0.0011987558786482777 0.00085456556432929765 0.0012377884602078146
leaf_weight=69 81 99 67 52 61 54 95 89 52 53 60 80 401 70 466 219 138 57 62 52
leaf_count=69 81 99 67 52 61 54 95 89 52 53 60 80 401 70 466 219 138 57 62 52
internal_value=0 0.000978001 0.00105333 0.00108123 0.00082079 0.000453929 0.000237241 0.000351394 0.000601429 0.00111296 0.00117468 0.000987989 0.00105017 0.000891188 0.00115138 0.00112952 0.00108373 0.000981741 0.000732482 0.00112756
internal_weight=0 2124 1857 1776 193 267 253 184 168 1583 798 141 785 137 745 685 648 195 116 453
internal_count=2377 2124 1857 1776 193 267 253 184 168 1583 798 141 785 137 745 685 648 195 116 453
is_linear=0
shrinkage=0.0032998


Tree=7430
num_leaves=21
num_cat=0
split_feature=4 3 376 3 3 13 48 15 0 0 52 3 3 3 3 3 43 42 4 1212
split_gain=8.72699 3.24591 1.42013 0.889775 0.716657 0.509913 0.379914 0.372626 0.502776 0.365905 0.360756 0.29684 0.243049 0.279852 0.225208 0.221855 0.220894 0.169733 0.125869 0.115674
threshold=0.27287000000000006 0.20828500000000003 0.048375000000000008 0.31400500000000003 -0.07964499999999998 -0.083244999999999986 0.091545000000000015 -0.42759999999999992 -0.10803999999999998 -0.030209999999999997 -0.048309999999999992 -0.12077499999999998 -0.0053599999999999993 -0.044759999999999994 -0.10175499999999998 0.084735000000000019 0.0035900000000000007 0.083795000000000022 -0.011694999999999999 0.058525000000000008
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 2 4 7 5 16 12 -2 -9 11 -8 -7 13 19 -13 -14 17 -1 -19 -6
right_child=3 -3 -4 -5 6 9 10 8 -10 -11 -12 14 15 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0015269717330237116 0.00076812634782871423 0.0003722764057852369 0.00077196947793050556 0.00014242736912665455 0.0011288180654630978 0.0014664365185309111 0.00076371319123329326 0.0007227507399558147 0.00027265249452518915 0.0010130311025043971 0.0011186373755697626 0.001005024989746672 0.0014392803838451154 0.00091598807426134866 0.0012299250495340214 0.0011740850992289285 0.0011519965022443895 0.0014074245121729189 0.001266666749611942 0.0012943366590879566
leaf_weight=70 100 55 87 53 346 55 58 52 57 98 70 55 57 65 571 95 57 158 139 57
leaf_count=70 100 55 87 53 346 55 58 52 57 98 70 55 57 65 571 95 57 158 139 57
internal_value=0 0.00116424 0.00118559 0.000525157 0.00120402 0.00125414 0.00112336 0.000622045 0.000487701 0.00120359 0.000958088 0.00123097 0.00115743 0.00111957 0.00121022 0.00127377 0.00134693 0.00137711 0.00134167 0.00115232
internal_weight=0 2093 2038 262 1951 1203 748 209 109 779 128 681 620 468 626 152 424 367 297 403
internal_count=2355 2093 2038 262 1951 1203 748 209 109 779 128 681 620 468 626 152 424 367 297 403
is_linear=0
shrinkage=0.0032998


Tree=7431
num_leaves=13
num_cat=0
split_feature=3 1186 123 14 13 14 484 3 16 13 3 13
split_gain=0.609129 0.161443 0.179217 0.134687 0.11149 0.142452 0.164592 0.101453 0.10121 0.170514 0.103464 0.0328497
threshold=0.31299000000000005 0.0044650000000000011 0.09394000000000001 0.076175000000000007 -0.077849999999999989 -0.10708499999999999 0.08654000000000002 -0.0047649999999999993 0.052915000000000011 -0.10899499999999999 -0.080424999999999983 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 7 -7 9 -1 -11 -10
right_child=-2 -3 -4 -5 5 6 -8 -9 11 10 -12 -13
leaf_value=-0.0007088355850187163 -0.0082418275209247202 -0.0013301101005308914 -0.0037334136247187833 0.013318619839274175 0.013647127658205641 0.0044808360538672954 -0.0030435074748744063 0.0090436313891817006 0.015354513150843319 0.0093838102248059475 0.0047393774877343775 0.0094704465794686141
leaf_weight=76 92 88 52 74 52 974 74 162 53 385 213 60
leaf_count=76 92 88 52 74 52 974 74 162 53 385 213 60
internal_value=0 0.00571985 0.00600591 0.00624531 0.00598898 0.00500446 0.00463156 0.0051331 0.00756543 0.00677802 0.00773253 0.0122461
internal_weight=0 2263 2175 2123 2049 1262 1210 1136 787 674 598 113
internal_count=2355 2263 2175 2123 2049 1262 1210 1136 787 674 598 113
is_linear=0
shrinkage=0.16829


Tree=7432
num_leaves=22
num_cat=0
split_feature=12 2 2 2 2 12 49 16 0 12 2 3 0 11 3 0 403 43 1213 3 12
split_gain=10.1822 2.95376 2.73959 1.93801 2.50052 1.21872 0.421746 0.41919 0.407245 0.362411 0.307836 0.277689 0.276022 0.238685 0.281727 0.1378 0.156208 0.121233 0.0989131 0.0947461 0.0768822
threshold=0.077755000000000005 0.13538500000000001 0.14271500000000001 -1.0000000180025095e-35 0.10527500000000002 0.089735000000000023 0.059705000000000001 -0.24235499999999996 -0.054759999999999996 -0.085719999999999977 0.11366500000000002 0.091170000000000015 0.11535000000000002 1.0000000180025095e-35 -0.096099999999999977 -0.050379999999999994 -0.52017999999999986 -0.078469999999999984 0.060985000000000004 -0.079794999999999991 0.084055000000000005
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=2 5 3 8 9 13 10 -7 -1 -5 -6 -11 15 14 -2 16 -9 -18 19 20 -16
right_child=1 -3 -4 4 6 7 -8 12 -10 11 -12 -13 -14 -15 18 -17 17 -19 -20 -21 -22
leaf_value=0.00038150001808109701 0.00084699177035268622 0.00021290651720012145 -6.6838552329375961e-05 0.00069982093031000045 0.00049166618437230657 0.00067374542577198473 0.00066384619171533312 0.00077450511459872958 -2.1330339391857555e-05 0.0011365219218945081 0.00018949794010326941 0.00085606348900609029 0.0011558178515087795 0.0012909952357886658 0.0011832795537572555 0.0007615437162769703 0.0010218272756721961 0.00091959775625868087 0.0012037557857849084 0.00095731024642611016 0.0010771060532887488
leaf_weight=55 54 53 84 59 66 71 54 62 54 84 84 74 61 65 99 56 193 425 89 64 449
leaf_count=55 54 53 84 59 66 71 54 62 54 84 84 74 61 65 99 56 193 425 89 64 449
internal_value=0 0.000980801 0.000486447 0.000574204 0.000675766 0.00100489 0.000413166 0.000918461 0.00018161 0.000922472 0.000322687 0.00100539 0.000940217 0.00109634 0.00107953 0.000922301 0.000935487 0.000951581 0.00109739 0.00108187 0.00109635
internal_weight=0 1741 614 530 421 1688 204 868 109 217 150 158 797 820 755 736 680 618 701 612 548
internal_count=2355 1741 614 530 421 1688 204 868 109 217 150 158 797 820 755 736 680 618 701 612 548
is_linear=0
shrinkage=0.0032998


Tree=7433
num_leaves=13
num_cat=0
split_feature=4 2 39 2 3 1456 2 16 4 16 403 150
split_gain=7.70368 2.05673 1.29386 0.730978 0.571103 0.4254 0.309546 0.291202 0.229591 0.20848 0.188332 0.12999
threshold=0.36766000000000004 0.14234000000000005 0.081875000000000017 0.13673000000000005 0.11372500000000001 -0.15627999999999997 0.10054500000000001 0.62720500000000012 -0.0087849999999999977 -0.0073349999999999986 -0.081224999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -2 8 9 -7 -10 -4
right_child=3 -3 11 -5 -6 7 -8 -9 10 -11 -12 -13
leaf_value=0.001338663368733755 0.00035466267864218862 0.00045879548766510813 0.00081838891892077061 0.0001178068809636892 0.00075125893530810514 0.0011043905989855541 0.00063637402306829336 0.0012929459731361426 0.00082282614540549312 0.0010074492900070575 0.0010143181105139996 0.00061800840680244792
leaf_weight=61 77 71 89 73 66 809 97 56 66 361 467 62
leaf_count=61 77 71 89 73 66 809 97 56 66 361 467 62
internal_value=0 0.00101178 0.00103103 0.000395578 0.00105461 0.00106559 0.000511911 0.0010561 0.00104829 0.00107451 0.000990672 0.000736347
internal_weight=0 2108 2037 247 1886 1820 174 1759 1703 1170 533 151
internal_count=2355 2108 2037 247 1886 1820 174 1759 1703 1170 533 151
is_linear=0
shrinkage=0.0032998


Tree=7434
num_leaves=16
num_cat=0
split_feature=3 4 15 483 393 16 131 11 1210 3 159 47 2 13 2
split_gain=0.516375 0.23536 0.178696 0.112863 0.12289 0.0935231 0.0914583 0.122056 0.0993277 0.0878134 0.0772955 0.0692688 0.0788079 0.0673869 0.0218574
threshold=0.32329500000000005 0.36766000000000004 -0.46319999999999995 0.086010000000000017 0.086855000000000016 -0.51433499999999988 0.077555000000000027 0.088215000000000002 -0.066709999999999978 -0.077774999999999983 -0.061769999999999999 0.09585500000000001 0.093255000000000018 -0.083894999999999983 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -4 7 8 -1 -10 -5 12 14 -12 -8
right_child=-2 2 5 10 -6 -7 11 -9 9 -11 13 -13 -14 -15 -16
leaf_value=0.00043160647939784408 -0.0091616682273793493 0.0069719944303804678 0.0009539948038161663 0.0067583593577734014 0.00011804894559644226 -0.0082457543160836481 0.010751088654625745 0.013901574711820238 0.0072141129149371468 0.0044763073205296416 0.0092376518418761291 0.0037674443090112224 0.0047358461015421169 0.017914116244703286 0.014760067757126178
leaf_weight=97 65 76 66 88 91 59 123 53 770 592 52 55 54 52 62
leaf_count=97 65 76 66 88 91 59 123 53 770 592 52 55 54 52 62
internal_value=0 0.00603896 0.000529033 0.00656825 0.00617241 -0.00337391 0.00647648 0.00594503 0.00565476 0.00602543 0.0104699 0.00920355 0.010447 0.0135932 0.0121044
internal_weight=0 2290 201 2089 1897 125 1806 1512 1459 1362 192 294 239 104 185
internal_count=2355 2290 201 2089 1897 125 1806 1512 1459 1362 192 294 239 104 185
is_linear=0
shrinkage=0.16829


Tree=7435
num_leaves=22
num_cat=0
split_feature=34 158 10 16 12 16 15 50 16 12 16 402 402 3 4 4 12 158 3 47 3
split_gain=0.252891 0.166215 0.170773 0.163806 0.113805 0.17279 0.108185 0.0711701 0.0998229 0.0695198 0.0725177 0.0694676 0.0610702 0.0711879 0.0705599 0.0563191 0.053224 0.0519269 0.050313 0.0917699 0.0375309
threshold=-0.028109999999999996 0.086290000000000019 -0.0082499999999999987 -0.011859999999999997 0.083995000000000014 0.0023100000000000004 -0.064464999999999981 0.077805000000000013 -0.073494999999999991 0.083970000000000017 -0.101115 0.094750000000000015 0.084925000000000014 -0.14818499999999998 -0.068879999999999983 -0.031874999999999994 0.093105000000000007 0.10380000000000002 0.097710000000000005 0.082095000000000015 -0.084074999999999997
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 2 -2 6 5 -5 7 18 -9 10 -8 16 13 -6 -15 -7 -11 -3 19 -4 -19
right_child=1 17 3 4 12 15 9 8 -10 11 -12 -13 -14 14 -16 -17 -18 20 -20 -21 -22
leaf_value=-0.0049300181220719224 -0.0052908921788095888 0.012472974922560737 -0.0013395552789418886 -0.0077652210605433734 0.0089883340086116485 0.0052167881412065308 0.0059657933312635674 0.010213468678407188 0.0010859672116163587 0.0056818477220355081 0.014191518491426275 0.0017361661801849476 -0.00095267606983579563 -0.0018574287348241166 0.0045353417624946872 -0.00086438691436834523 0.0091519583677195007 0.003442367025376617 0.0062534936123288315 0.0055795163705698149 0.0092374916600364444
leaf_weight=80 52 82 160 67 85 90 56 88 56 381 69 88 64 57 329 82 191 52 66 82 86
leaf_count=80 52 82 160 67 85 90 56 88 56 381 69 88 64 57 329 82 191 52 66 82 86
internal_value=0 0.00468573 0.00421518 0.00446188 0.00253754 -0.000508948 0.0056645 0.00358211 0.00667636 0.00686124 0.0105208 0.00616543 0.00390186 0.00456531 0.00358668 0.00230718 0.00684371 0.00909002 0.00212962 0.0009975 0.00706684
internal_weight=0 2283 2063 2011 774 239 1237 452 144 785 125 660 535 471 386 172 572 220 308 242 138
internal_count=2363 2283 2063 2011 774 239 1237 452 144 785 125 660 535 471 386 172 572 220 308 242 138
is_linear=0
shrinkage=0.16829


Tree=7436
num_leaves=30
num_cat=0
split_feature=1 3 4 2 1 1 3 150 13 2 484 484 3 0 0 4 158 475 484 1212 13 131 3 13 3 4 50 3 2
split_gain=8.80916 1.84225 1.17545 0.961538 0.672875 0.558083 0.816033 0.479501 0.463745 0.305874 0.266091 0.337523 0.262179 0.261963 0.217797 0.128313 0.12594 0.128693 0.156985 0.103032 0.0997946 0.0955673 0.138673 0.0887648 0.0990697 0.0625983 0.0404144 0.0377935 0.0248001
threshold=0.104035 -0.058704999999999993 0.36766000000000004 0.09857500000000001 0.088415000000000007 0.14262000000000002 0.099930000000000005 1.0000000180025095e-35 -0.009244999999999998 0.12454500000000002 0.062030000000000009 0.087150000000000019 0.30112000000000005 -0.11796999999999999 -0.082709999999999992 -0.039459999999999995 0.07968500000000002 -1.0000000180025095e-35 -0.081554999999999989 1.0000000180025095e-35 0.034905000000000012 0.089785000000000018 -0.080804999999999974 0.016935000000000002 -0.077584999999999987 -0.0072499999999999995 0.086580000000000004 -0.078484999999999985 0.087610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 10 6 8 21 -3 13 14 -12 -8 -5 16 -2 17 -1 -19 20 27 22 -6 24 -15 -26 -24 -16 -13
right_child=1 5 -4 9 7 -7 12 -9 -10 -11 11 28 -14 23 19 -17 -18 18 -20 -21 -22 -23 26 -25 25 -27 -28 -29 -30
leaf_value=0.0012386929661395735 0.0010724646061938325 0.00037703994754933399 0.00036439888716262401 0.00064492685769277865 0.00077498347324670769 7.6399775567841338e-05 0.00072927404096650062 0.00063541587447106627 -1.4552570750574793e-05 0.00060784401815944917 0.00073982106813646282 0.0010982177418550406 0.00042602012100155864 0.0010312500904862767 0.0009744049368567339 0.00084576744690423539 0.0012332871627250474 0.00091286215029869099 0.0010922937190383202 0.0011184168067436143 0.00085068851375588934 0.0010458999470106527 0.00089469478375194976 0.00080119920900781664 0.00095300471428961489 0.00079929111722779305 0.0010257519922601684 0.0010806977981514061 0.00098632493294557107
leaf_weight=57 52 89 56 52 65 71 72 72 52 62 67 52 56 81 148 63 77 64 414 67 63 73 53 74 65 61 67 60 58
leaf_count=57 52 89 56 52 65 71 72 72 52 62 67 52 56 81 148 63 77 64 414 67 63 73 53 74 65 61 67 60 58
internal_value=0 0.000477932 0.000757475 0.000967477 0.00100673 0.000337234 0.000405948 0.000875029 0.000232373 0.000822584 0.00104527 0.000926286 0.000596876 0.00086246 0.0010674 0.00094858 0.00110508 0.00108656 0.00106834 0.000999073 0.000969438 0.000941762 0.000900479 0.00090259 0.000938666 0.000878867 0.000968162 0.00100524 0.00103954
internal_weight=0 511 171 1852 1457 340 269 330 141 395 1127 177 128 333 950 115 612 535 478 338 271 258 185 281 207 126 120 208 110
internal_count=2363 511 171 1852 1457 340 269 330 141 395 1127 177 128 333 950 115 612 535 478 338 271 258 185 281 207 126 120 208 110
is_linear=0
shrinkage=0.0032998


Tree=7437
num_leaves=14
num_cat=0
split_feature=34 40 52 1210 2 51 51 50 50 400 133 1447 1446
split_gain=0.188801 0.146547 0.109281 0.107022 0.0945625 0.0955198 0.0752118 0.0724628 0.0862004 0.0560859 0.0568006 0.0604475 0.0859679
threshold=-0.028109999999999996 0.0046150000000000002 1.0000000180025095e-35 -0.063274999999999984 0.13752500000000004 0.10446500000000002 -0.014794999999999997 -0.099524999999999988 0.083090000000000011 -0.064794999999999978 -0.27466499999999994 -0.084549999999999986 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -4 -5 -9 -8 -11 -12 -13
right_child=1 -3 6 4 -6 -7 9 8 -10 10 11 12 -14
leaf_value=-0.0037513604328889352 -0.0029464218914330995 -0.0041737053105839741 0.0007335569724865917 0.010307983763558582 -0.0010120808838551152 0.011412749160760832 0.011119823177597001 0.0031735864472543576 0.0069731385201198415 0.00082143212318457894 0.0010734513188107042 0.0064916471421708755 0.013670665064430047
leaf_weight=80 63 53 66 53 93 55 74 877 211 52 52 582 52
leaf_count=80 63 53 66 53 93 55 74 877 211 52 52 582 52
internal_value=0 0.0045542 0.00476244 0.00380965 0.00414124 0.00454346 0.00622758 0.00421077 0.0039121 0.00667192 0.00622349 0.00663036 0.0070833
internal_weight=0 2283 2230 1352 1289 1196 878 1141 1088 812 738 686 634
internal_count=2363 2283 2230 1352 1289 1196 878 1141 1088 812 738 686 634
is_linear=0
shrinkage=0.16829


Tree=7438
num_leaves=21
num_cat=0
split_feature=1 48 131 2 3 2 3 40 52 1 403 3 1456 1204 3 158 158 157 52 3
split_gain=0.145023 0.110608 0.13028 0.110376 0.113298 0.15775 0.33344 0.227855 0.0958567 0.0864804 0.07355 0.0671515 0.0666487 0.0523706 0.050565 0.0466519 0.0529507 0.0424359 0.0605525 0.0305955
threshold=0.088415000000000007 0.10911000000000001 0.095205000000000026 0.15020000000000003 0.10449500000000002 0.090485000000000024 -0.14265999999999998 -0.061244999999999994 -0.086814999999999989 0.10439500000000002 -0.53317999999999988 -0.12077499999999998 -0.090954999999999994 -0.0030749999999999996 0.149315 0.07968500000000002 0.10883000000000001 -0.087424999999999989 0.39765000000000006 -0.15315499999999996
decision_type=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 4 5 8 -7 -8 -2 -10 -1 19 -13 -14 -6 17 -17 -15 -19 -12
right_child=1 -3 -4 -5 14 6 7 -9 9 -11 11 12 13 15 -16 16 -18 18 -20 -21
leaf_value=-0.0011706669080254954 0.0075908995682706639 0.0074021395290632206 0.0069804658377006362 -0.0068620178555973167 0.0095362119214263963 0.0039343941110347872 -0.0017242628404329347 -0.016968618528387248 0.0027054537874796679 -0.0035707496004825749 0.003541972593350901 0.00034319627392522678 0.0092912898891750039 0.00049085275446103906 0.0022957480306365777 0.011898537633993669 0.0044873858658550326 0.0047041923271236982 0.0098508758840381815 -0.0019260538088700608
leaf_weight=59 75 94 101 53 57 91 53 59 211 88 62 75 98 61 54 60 52 835 71 54
leaf_count=59 75 94 101 53 57 91 53 59 211 88 62 75 98 61 54 60 52 835 71 54
internal_value=0 0.00192276 0.00130892 0.000533448 0.00110577 0.000155357 -0.00361825 -0.00977081 0.0022084 0.000852268 0.00462257 0.00487374 0.00523297 0.00554303 0.00603001 0.00520092 0.00847369 0.00482001 0.0051095 0.000981024
internal_weight=0 936 842 741 688 577 203 112 374 299 1427 1368 1252 1177 111 1079 112 967 906 116
internal_count=2363 936 842 741 688 577 203 112 374 299 1427 1368 1252 1177 111 1079 112 967 906 116
is_linear=0
shrinkage=0.16829


Tree=7439
num_leaves=27
num_cat=0
split_feature=1 11 0 14 2 2 13 15 13 16 42 157 2 43 49 484 1213 15 43 42 16 1456 159 49 400 16
split_gain=0.100292 0.159685 0.122978 0.109496 0.137483 0.155737 0.169854 0.16163 0.0722162 0.0803247 0.0892071 0.0957485 0.114985 0.0889911 0.0987778 0.0867156 0.063348 0.0677649 0.0760587 0.0681195 0.0390432 0.0462675 0.0532701 0.060024 0.0559268 0.037572
threshold=0.088415000000000007 0.088215000000000002 0.036480000000000005 -0.23083499999999998 0.08647500000000001 0.10244500000000002 -0.011984999999999997 -0.075694999999999985 -0.13710499999999998 -0.011859999999999997 -0.080249999999999988 -0.077809999999999976 0.088005000000000014 -0.091164999999999982 0.096010000000000012 -0.081554999999999989 -0.011854999999999999 -0.082179999999999989 -0.083329999999999987 0.087495000000000003 -0.019749999999999993 -0.081594999999999987 0.078675000000000009 0.09531000000000002 -0.064794999999999978 -0.24235499999999996
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=8 2 3 -2 16 -6 25 -8 -1 20 -11 12 -12 -13 15 -15 -5 19 -19 -18 21 -10 23 24 -23 -7
right_child=1 -3 -4 4 5 6 7 -9 9 10 11 13 -14 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0095781211091667227 0.0076921536151373371 0.0093342866302922097 -0.0057846695499284327 0.008220066565904979 -0.0099220272018537385 -0.0019020889345361185 -0.0011000617180257671 0.010875502118384187 -0.0005587990142239906 0.0067399910918927459 -0.0091556381011152817 -0.0028353926923779288 0.0020139106160304778 0.00037970632522735232 -0.0014545562379882123 0.008610540234508187 0.0017371148238272084 0.0056677359875722177 -0.0014084869264696226 0.0093724303559439334 0.0087141999067675748 0.0086373403703280342 0.0094352672456220841 -0.0012922585360912247 0.0039988197471296123 -0.0080848955601652197
leaf_weight=60 75 70 70 55 55 62 72 57 52 89 52 72 52 53 69 118 77 57 175 59 61 86 60 52 551 52
leaf_count=60 75 70 70 55 55 62 72 57 52 89 52 72 52 53 69 118 77 57 175 59 61 86 60 52 551 52
internal_value=0 0.00159983 0.000972566 0.00156905 0.000929622 -0.0018354 0 0.00417754 0.0038457 0.00359278 0.00190128 0.000861753 -0.00355359 0.00233929 0.00389918 0.00606997 0.00288181 0.00207909 0.000322324 0.0050627 0.00458165 0.0042647 0.00460197 0.00417847 0.00462788 -0.00473808
internal_weight=0 936 866 796 721 298 243 129 1427 1367 505 416 104 312 240 171 423 368 232 136 862 801 749 689 637 114
internal_count=2363 936 866 796 721 298 243 129 1427 1367 505 416 104 312 240 171 423 368 232 136 862 801 749 689 637 114
is_linear=0
shrinkage=0.16829


Tree=7440
num_leaves=17
num_cat=0
split_feature=1209 0 1 43 48 159 12 2 157 484 48 151 0 0 16 1209
split_gain=0.255994 0.237877 0.103222 0.17485 0.123216 0.114726 0.118831 0.124934 0.0821949 0.127914 0.119905 0.107024 0.0873047 0.0802679 0.0737798 0.0598755
threshold=0.083050000000000013 0.13830500000000004 0.10752500000000002 -0.084454999999999988 0.08796000000000001 0.10579500000000001 0.092495000000000008 0.11543000000000002 -0.080799999999999983 0.085775000000000004 -0.078084999999999974 -0.091649999999999995 0.0060900000000000008 -0.050379999999999994 -0.0101 0.090230000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 6 7 -5 9 14 -10 -12 13 -13 -1 -2
right_child=15 -3 3 4 -6 -7 -8 -9 10 -11 11 12 -14 -15 -16 -17
leaf_value=0.0043994045607865387 0.014125726233945412 -0.0087437968575124706 -0.0066088467867863781 0.014962636950821163 -0.0037188035815251064 -0.0029958583500075803 0.00035290185589625499 0.0041490826462224732 -0.0050171755089862295 0.00028346941198219305 0.010002015768171441 0.0025589813003993774 0.0082062546842052962 -0.0041748004455093753 0.012449122577447989 0.0068450994406364556
leaf_weight=55 53 55 87 53 85 57 78 72 56 69 58 1269 75 52 81 85
leaf_count=55 53 55 87 53 85 57 78 72 56 69 58 1269 75 52 81 85
internal_value=0 0.00217753 0.00245814 0.000128823 0.0018331 0.00365505 0.0055314 0.0087484 0.00304384 0.00621219 0.0026125 0.00290759 0.00261155 0.00229255 0.00920693 0.0096543
internal_weight=0 2202 2147 432 345 260 203 125 1715 205 1510 1454 1396 1321 136 138
internal_count=2340 2202 2147 432 345 260 203 125 1715 205 1510 1454 1396 1321 136 138
is_linear=0
shrinkage=0.16829


Tree=7441
num_leaves=23
num_cat=0
split_feature=4 2 12 0 2 150 4 4 475 1429 2 2 401 156 39 16 43 52 481 4 150 12
split_gain=9.2849 2.38964 1.16652 0.902129 0.492847 0.48748 0.567543 0.556472 0.298503 0.270975 0.256736 0.206769 0.181509 0.153618 0.14933 0.125958 0.140601 0.15522 0.10474 0.118649 0.0914062 0.071055
threshold=0.30163500000000004 0.14106500000000002 1.0000000180025095e-35 -0.14582499999999995 0.13775000000000001 0.083825000000000011 -0.00076499999999999995 -0.17689999999999997 -0.077819999999999986 0.085185000000000011 0.096540000000000015 0.093565000000000023 0.080710000000000018 0.086860000000000007 0.0095750000000000019 0.51148500000000008 -0.073574999999999988 0.026115000000000003 -0.08452999999999998 -0.0041799999999999988 0.089155000000000012 0.086985000000000021
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 2 5 -2 14 6 7 -1 9 13 12 -8 18 -4 -5 16 -12 -18 -10 -20 -7 -14
right_child=3 -3 8 4 -6 20 11 -9 10 -11 15 -13 21 -15 -16 -17 17 -19 19 -21 -22 -23
leaf_value=0.00089336139639743404 0.00050009037577393705 0.0002911202329047497 0.0010781970543866917 8.7563693091141054e-05 -0.00017985025869105998 0.00063159898677426292 0.0011333244308078317 0.00050601484989711606 0.0007924239880894797 0.0012199855939840989 0.00089525392030696772 0.00083731958410062637 0.0011363960233183737 0.00085963345178625093 0.00031940614126876627 0.00096361506959124891 0.00060213281331583364 0.00082309841137438776 0.00094883571407617577 0.00085641393691449855 0.00043229407117553737 0.0009844965121605766
leaf_weight=73 79 75 70 67 56 52 54 92 71 68 86 52 58 76 56 58 65 79 695 206 52 100
leaf_count=73 79 75 70 67 56 52 54 92 71 68 86 52 58 76 56 58 65 79 695 206 52 100
internal_value=0 0.000870122 0.000891741 0.000206296 7.64352e-05 0.000725353 0.000799316 0.0006776 0.000929952 0.00104596 0.00091242 0.000988447 0.000935067 0.000964666 0.000193404 0.00082344 0.000787938 0.000723602 0.000917896 0.000927744 0.000532285 0.00104048
internal_weight=0 2082 2007 258 179 375 271 165 1632 214 1418 106 1130 146 123 288 230 144 972 901 104 158
internal_count=2340 2082 2007 258 179 375 271 165 1632 214 1418 106 1130 146 123 288 230 144 972 901 104 158
is_linear=0
shrinkage=0.0032998


Tree=7442
num_leaves=12
num_cat=0
split_feature=0 40 157 484 457 0 0 0 16 401 43
split_gain=0.156977 0.119422 0.112047 0.0976832 0.0951104 0.122011 0.14195 0.0886572 0.106729 0.0863925 0.0581457
threshold=0.13830500000000004 -0.084904999999999994 -0.074224999999999985 0.096820000000000003 -0.072694999999999996 -0.23046999999999998 -0.16242999999999996 -0.08150499999999998 -0.0074349999999999998 0.080710000000000018 -0.080249999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 -7 8 -3 -8 -9
right_child=-2 2 3 -5 5 6 9 10 -10 -11 -12
leaf_value=-0.0034882069008687656 -0.005992980987354667 0.0073353593787118514 -0.0021068178035238572 -0.0026619366208517057 0.010924475578606124 -0.0051819642597306708 0.0028702906207853595 0.014090663318931246 -0.00114268320559784 0.006524488772526235 0.0065592099963053055
leaf_weight=77 56 102 96 89 58 57 1401 52 71 212 69
leaf_count=77 56 102 96 89 58 57 1401 52 71 212 69
internal_value=0 0.00301547 0.00324319 0.00277143 0.00303753 0.00332437 0.00305934 0.00630671 0.00384555 0.00335168 0.00981072
internal_weight=0 2284 2207 1913 1824 1728 1670 294 173 1613 121
internal_count=2340 2284 2207 1913 1824 1728 1670 294 173 1613 121
is_linear=0
shrinkage=0.16829


Tree=7443
num_leaves=17
num_cat=0
split_feature=1 16 52 16 1 0 16 1210 52 13 50 457 12 403 52 1
split_gain=0.164596 0.100635 0.112002 0.160195 0.203601 0.216942 0.173984 0.0981912 0.0940417 0.0901766 0.0642851 0.0657652 0.0489274 0.0440939 0.0565344 0.044244
threshold=0.10752500000000002 -0.52595999999999987 0.12431000000000002 -0.41863499999999992 0.11332500000000002 -0.10417499999999999 0.40052000000000004 -0.079504999999999978 0.084505000000000011 -0.15310499999999996 -0.099524999999999988 0.094845000000000013 0.11844 0.0054350000000000006 0.087555000000000008 0.091615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 -6 -7 8 -1 -9 -11 12 13 15 -15 -12
right_child=1 2 -4 4 5 6 -8 9 -10 10 11 -13 -14 14 -16 -17
leaf_value=0.01301657997761098 0.0060616024731721284 -0.010901719141352639 0.004616446995986085 -0.010196782182881546 0.010604895637137559 -0.0066812788094362903 0.0049227042092243115 -0.0040463508277178992 0.0029374780191950326 0.0084966435279502824 0.0018078596304219542 0.0080373878847457853 -0.0022178275558228499 0.0029555986314696776 0.008475903538912824 0.0041864931695931341
leaf_weight=53 56 58 68 55 53 89 62 54 53 57 1037 64 59 158 80 284
leaf_count=53 56 58 68 55 53 89 62 54 53 57 1037 64 59 158 80 284
internal_value=0 -0.000597569 -0.00157084 -0.00290375 -0.00110576 0.00133644 -0.00190483 0.00300825 0.00799398 0.0027125 0.00292341 0.00273347 0.00252257 0.00270312 0.00481871 0.0023206
internal_weight=0 441 385 317 259 204 151 1899 106 1793 1739 1682 1618 1559 238 1321
internal_count=2340 441 385 317 259 204 151 1899 106 1793 1739 1682 1618 1559 238 1321
is_linear=0
shrinkage=0.16829


Tree=7444
num_leaves=13
num_cat=0
split_feature=3 13 1452 484 1429 51 4 40 484 13 403 4
split_gain=0.166901 0.20454 0.0933431 0.124257 0.123347 0.250509 0.109556 0.10708 0.103133 0.0936099 0.0709297 0.0309657
threshold=0.11745500000000002 -0.11122999999999998 0.087755000000000014 0.090255000000000016 0.08103500000000001 -0.085764999999999994 0.50973500000000016 -0.080519999999999994 0.12364500000000002 -0.14179999999999995 -0.53317999999999988 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 6 -6 7 -1 -5 -9 -11 -2
right_child=1 -3 -4 8 5 -7 -8 9 -10 10 -12 -13
leaf_value=-0.0034609682218154142 -0.0020118195178671114 -0.011459467989046767 0.0079509601291910519 -0.0066793660626819273 0.015902339600701195 0.0017367451777943529 0.0096267179601624911 -0.0048358716052144691 0.0024091972199299216 -0.0026298143773605168 0.0026609156528988129 0.0034900896966475817
leaf_weight=101 54 56 81 80 57 94 53 52 63 75 1512 62
leaf_count=101 54 56 81 80 57 94 53 52 63 75 1512 62
internal_value=0 -0.00310455 0.00233773 0.00211901 0.00247168 0.00709592 0.00208124 0.00185038 -0.00266275 0.00217877 0.00240975 0.000913368
internal_weight=0 172 2168 2087 1944 151 1793 1740 143 1639 1587 116
internal_count=2340 172 2168 2087 1944 151 1793 1740 143 1639 1587 116
is_linear=0
shrinkage=0.16829


Tree=7445
num_leaves=15
num_cat=0
split_feature=1456 1212 403 12 132 4 34 4 155 4 3 160 3 15
split_gain=0.177431 0.164031 0.146861 0.110081 0.117866 0.0985957 0.0984812 0.082796 0.111845 0.0965937 0.0763698 0.0470892 0.0261146 0.0206984
threshold=-0.15824499999999997 0.089005000000000015 -0.088434999999999986 -0.10853999999999998 0.082230000000000011 0.0066850000000000008 -1.0000000180025095e-35 -0.16772499999999999 0.086015000000000022 -0.10429499999999998 -0.14906999999999998 -0.0039899999999999988 -0.082454999999999987 -0.0090649999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 13 -5 8 11 -9 -11 -8 -4 -6
right_child=1 2 12 4 5 -7 7 9 -10 10 -12 -13 -14 -15
leaf_value=0.010178850967940854 0.0087853589040963482 -0.010018659452762467 -0.0024691808989334781 0.0081168885342172634 0.0031131551004563236 -0.0075333792370170958 0.0050129733494532211 -0.0053242503502106487 -0.0002171787690449299 0.0082088651779919225 0.0018135707192108944 0.011986803826335751 0.0025865492778646961 -0.001191688999749753
leaf_weight=75 71 58 52 83 56 61 52 52 59 55 1506 61 65 72
leaf_count=75 71 58 52 83 56 61 52 52 59 55 1506 61 65 72
internal_value=0 0.0018549 -0.00309345 0.00226268 0.00203666 -0.00196297 0.0024423 0.00217743 0.00569219 0.00180153 0.00204005 0.00879351 0.000324203 0.000677645
internal_weight=0 2303 175 2128 2057 189 1868 1785 172 1613 1561 113 117 128
internal_count=2378 2303 175 2128 2057 189 1868 1785 172 1613 1561 113 117 128
is_linear=0
shrinkage=0.16829


Tree=7446
num_leaves=23
num_cat=0
split_feature=1 155 47 1 12 14 0 15 15 48 2 1 12 1213 15 50 15 12 1 15 51 12
split_gain=4.61336 0.546291 0.40861 0.430685 0.439137 0.369711 0.509098 0.487837 0.361163 0.214923 0.203581 0.199556 0.182202 0.203 0.143652 0.212507 0.138655 0.145123 0.114321 0.0811815 0.0792326 0.11224
threshold=0.10335000000000001 0.084785000000000013 0.084210000000000021 0.12072500000000001 -1.0000000180025095e-35 0.062655000000000016 -0.13314999999999996 -0.097269999999999981 -0.41606999999999994 0.094275000000000012 0.11197500000000002 0.090740000000000015 0.091545000000000015 -0.0043299999999999996 -0.021954999999999999 0.089390000000000011 -0.033689999999999991 0.099550000000000013 0.086920000000000011 -0.074959999999999985 0.0033150000000000007 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 -1 -5 -4 -6 12 18 -14 -13 -16 19 -18 20 -15 21 -8
right_child=1 -3 9 8 10 -7 11 -9 -10 -11 -12 14 13 16 15 -17 17 -19 -20 -21 -22 -23
leaf_value=0.00088409328677670901 0.00032155055279525888 0.00082624765672799187 0.00077341607338650181 0.00042605549580497585 0.0008057601515705109 0.0010944017203852181 0.00088742977380629651 0.00045905098294247223 0.00011811007980185492 0.00049342014414158186 0.00052538322937052543 0.00065194682981505254 0.00067474462306970598 0.00085250389898143216 0.00093394518369821651 0.00068712564453332311 0.00098990246021292199 0.00080248371118650681 0.00079676000654437472 0.00070222772406105399 0.0010118662012951808 0.00099301970810380209
leaf_weight=52 70 54 64 101 53 71 634 69 71 58 63 74 83 95 93 67 122 76 99 74 94 141
leaf_count=52 70 54 64 101 53 71 634 69 71 58 63 74 83 95 93 67 122 76 99 74 94 141
internal_value=0 0.000510695 0.000475122 0.000418635 0.000528943 0.000859184 0.000849745 0.000642005 0.000299143 0.000640592 0.00065379 0.00086494 0.000879856 0.000824121 0.000774397 0.00083081 0.000857807 0.000918142 0.00090573 0.000786911 0.000918104 0.000906686
internal_weight=0 534 480 358 186 1844 1773 121 172 122 116 1652 1418 450 234 160 367 198 968 169 869 775
internal_count=2378 534 480 358 186 1844 1773 121 172 122 116 1652 1418 450 234 160 367 198 968 169 869 775
is_linear=0
shrinkage=0.0032998


Tree=7447
num_leaves=25
num_cat=0
split_feature=12 12 16 3 43 12 43 42 0 51 11 3 16 0 0 0 0 159 49 12 403 3 3 16
split_gain=11.4195 2.22335 1.29916 1.07607 2.0574 0.920564 0.799344 0.600357 0.443452 0.408647 0.362119 0.308066 0.300013 0.272255 0.263887 0.309684 0.213544 0.160106 0.109528 0.105152 0.0714091 0.0609655 0.0515324 0.0228794
threshold=0.023990000000000004 0.10799000000000002 -0.27523999999999998 0.149315 -0.031974999999999996 0.091475000000000015 -0.085594999999999991 0.11688500000000002 -0.10185499999999999 -0.09193999999999998 1.0000000180025095e-35 -0.070889999999999995 -0.0092499999999999978 -0.099329999999999988 0.11535000000000002 -0.060199999999999997 -0.082709999999999992 -0.073364999999999986 0.088030000000000011 0.083825000000000024 -0.098684999999999981 -0.083694999999999978 -0.095764999999999989 -0.077589999999999978
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 5 8 4 6 10 -4 11 -1 -6 13 -3 -11 -2 15 17 19 -7 22 -15 -21 23 -19 -18
right_child=1 7 3 -5 9 14 -8 -9 -10 12 -12 -13 -14 16 -16 -17 21 18 -20 20 -22 -23 -24 -25
leaf_value=0.0010239467935740448 0.0015121925533300947 0.0012263398647896421 0.0012717864572849348 0.00082103507725953234 0.0017100445985045343 0.001718500978304053 0.00080628219155718913 0.00099451183155759232 0.00068881269006096227 0.0015343528179840118 0.0019578723255695447 0.0015485664919001631 0.0012404009804609459 0.0018981899489974397 0.001794039755651574 0.0013204914473791049 0.0016550849952423233 0.0016683892998304835 0.0014138059170857276 0.0016301191104673329 0.0017680245841636849 0.0015851668113564324 0.0015501424596913512 0.0017466795690994235
leaf_weight=97 68 58 69 67 64 75 98 53 79 81 76 78 75 69 53 61 99 59 62 53 447 99 259 79
leaf_count=97 68 58 69 67 64 75 98 53 79 81 76 78 75 69 53 61 99 59 62 53 447 99 259 79
internal_value=0 0.0016335 0.00111511 0.00120861 0.00127562 0.00167456 0.000998827 0.00129469 0.000873717 0.00148557 0.00173568 0.00141141 0.00139326 0.00171717 0.00156815 0.00154488 0.0017336 0.00157488 0.00154644 0.00177109 0.00175348 0.00165647 0.00157219 0.00169593
internal_weight=0 1748 630 454 387 1559 167 189 176 220 990 136 156 914 569 516 846 455 380 569 500 277 318 178
internal_count=2378 1748 630 454 387 1559 167 189 176 220 990 136 156 914 569 516 846 455 380 569 500 277 318 178
is_linear=0
shrinkage=0.0032998


Tree=7448
num_leaves=34
num_cat=0
split_feature=1 1 16 15 3 3 3 16 1 151 2 11 15 2 0 160 133 2 13 403 3 16 2 2 2 2 16 13 42 3 16 52 3
split_gain=6.84201 1.37044 0.8767 0.577789 1.00207 0.864415 0.473705 0.505073 0.400453 0.381104 0.318644 0.29548 0.257173 0.24857 0.215088 0.30464 0.202345 0.181046 0.138419 0.129683 0.125049 0.17557 0.0804336 0.14435 0.0920377 0.0682392 0.067262 0.0671508 0.0730665 0.074433 0.0613519 0.0586234 0.0526335
threshold=0.10335000000000001 0.13630500000000004 0.12292000000000002 0.03981500000000001 -0.13392999999999997 -0.11756999999999999 -0.031844999999999991 -0.0093349999999999978 0.088595000000000021 -0.081779999999999978 0.14983000000000005 0.076560000000000003 -0.087864999999999985 1.0000000180025095e-35 -0.082709999999999992 -0.023114999999999997 0.037060000000000003 0.10575500000000002 -0.07236999999999999 -0.0055949999999999984 -0.077039999999999983 0.22564000000000003 0.089775000000000008 0.097880000000000009 0.08647500000000001 0.084495000000000015 -0.010379999999999999 0.0061450000000000003 0.11819500000000001 -0.07385499999999999 -0.082389999999999977 0.085310000000000011 -0.090769999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 -5 11 17 18 9 26 -3 -1 22 -10 15 -6 19 -2 -8 25 32 -22 24 -24 -11 -17 -7 28 29 30 -16 -21 -14
right_child=1 10 -4 4 14 8 7 -9 13 12 -12 -13 20 -15 27 16 -18 -19 -20 31 21 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.00041871229307521905 0.00083575684343667803 0.00036035360144859714 0.00088757683808076001 0.0014149627495554271 0.0012671185976373582 0.0011990101157396962 0.00042091762570123148 0.00016006168012483243 0.00088299299712000547 0.0010231335241124759 3.0392698716825432e-05 0.00077110458901675713 0.00080510748783002356 0.00063251951134270755 0.00082807709687786237 0.0010318256298765145 0.0008046491830839813 0.00056090171278657124 0.00062552582169860091 0.00087604396885870525 0.00061673712286539908 0.00087361198139601127 0.001159565552727894 0.00093451353617679967 0.0008303932101372299 0.0012087839713429509 0.0010448936603276535 0.00082735973979125533 0.00081953478821472907 0.0010611275396601343 0.00095858484066094804 0.0010296145223070801 0.0009346713964776261
leaf_weight=52 54 73 93 59 52 52 70 56 101 56 57 53 52 78 54 53 54 53 78 57 53 68 66 64 59 52 99 76 52 66 213 63 140
leaf_count=52 54 73 93 59 52 52 70 56 101 56 57 53 52 78 54 53 54 53 78 57 53 68 66 64 59 52 99 76 52 66 213 63 140
internal_value=0 0.000511061 0.000605936 0.000935394 0.000998801 0.00088102 0.000521602 0.000427888 0.000914573 0.000950002 0.000215949 0.000596922 0.000909835 0.000774045 0.000967755 0.00103281 0.000989017 0.000699943 0.00052899 0.00103311 0.000846383 0.000761388 0.000990753 0.00104904 0.000924556 0.0011198 0.0010982 0.000920966 0.000939352 0.000957957 0.000932322 0.000956962 0.000899765
internal_weight=0 534 404 1844 851 993 311 204 888 709 130 105 558 179 792 331 279 107 148 225 313 121 245 130 115 105 151 461 385 333 267 120 192
internal_count=2378 534 404 1844 851 993 311 204 888 709 130 105 558 179 792 331 279 107 148 225 313 121 245 130 115 105 151 461 385 333 267 120 192
is_linear=0
shrinkage=0.0032998


Tree=7449
num_leaves=26
num_cat=0
split_feature=1 1 4 123 0 4 11 131 4 52 13 16 160 157 1 0 4 4 0 0 0 1 0 4 50
split_gain=13.0778 2.78254 1.33823 1.2534 1.08398 0.682197 0.67292 0.633056 0.539381 0.495445 0.382636 0.366668 0.348158 0.237729 0.229678 0.242806 0.22473 0.196015 0.189344 0.174296 0.0840324 0.0810522 0.234365 0.0574034 0.0469886
threshold=0.10335000000000001 0.13630500000000004 -0.17689999999999997 1.0000000180025095e-35 -0.079249999999999987 0.046720000000000005 1.0000000180025095e-35 0.089255000000000015 -0.0084099999999999991 0.0029250000000000005 0.0014100000000000002 -0.0093349999999999978 -0.079594999999999985 -0.0045449999999999996 0.085265000000000021 -0.096594999999999986 0.41257000000000005 0.50373500000000015 -0.067329999999999987 -0.082784999999999984 -0.096374999999999975 0.094165000000000013 -0.047049999999999995 -0.085474999999999982 0.091130000000000017
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 -2 4 5 6 14 10 12 -7 11 16 -6 -14 19 -16 -4 -3 -10 20 -1 22 -15 -21 -17
right_child=1 17 7 -5 8 9 -8 -9 18 -11 -12 -13 13 21 15 24 -18 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.0015797749314823523 0.0013459210728890461 0.00045145779340836548 0.00086508658339873388 0.00089326291192329624 0.0010587494848943709 0.0010542603379581727 0.0017974037750581101 0.0010857605334409911 0.0011544399498835071 0.0014352724966258936 0.00096155040791857189 0.00044045449362709109 0.0015069126951794693 0.0013035777168544399 0.001117024625401158 0.0014209892431967565 0.0006139176226600951 0.00019380803227726567 0.00087463164184724078 0.0014438690896189177 0.0014540357185288386 0.0013919365460549522 0.0010616210985645107 0.0013109564071464908 0.0012944144050927588
leaf_weight=74 57 64 84 70 70 99 53 68 55 61 61 59 61 216 52 114 75 66 54 59 498 62 57 132 57
leaf_count=74 57 64 84 70 70 99 53 68 55 61 61 59 61 216 52 114 75 66 54 59 498 62 57 132 57
internal_value=0 0.00074126 0.00087643 0.00132785 0.00134498 0.00140168 0.00143274 0.000799208 0.0012267 0.00119974 0.000729241 0.000664075 0.00127588 0.00131417 0.0014131 0.00131807 0.000746832 0.000320922 0.00101614 0.00144083 0.00147036 0.00127897 0.00125319 0.0013522 0.001379
internal_weight=0 534 404 1844 1774 1199 1039 347 575 160 279 218 466 396 986 223 159 130 109 763 572 335 273 191 171
internal_count=2378 534 404 1844 1774 1199 1039 347 575 160 279 218 466 396 986 223 159 130 109 763 572 335 273 191 171
is_linear=0
shrinkage=0.0032998


Tree=7450
num_leaves=14
num_cat=0
split_feature=2 1425 11 11 1212 403 3 150 2 43 133 133 16
split_gain=0.199576 0.120884 0.100781 0.166286 0.10487 0.396874 0.077249 0.0902639 0.098542 0.0637695 0.0567677 0.0159153 0.0136075
threshold=0.14823500000000003 0.082985000000000017 0.086080000000000018 1.0000000180025095e-35 0.055770000000000007 -0.098684999999999981 0.30112000000000005 0.085210000000000022 0.086965000000000015 -0.12584499999999996 -0.010174999999999998 1.0000000180025095e-35 -0.084699999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 -9 -1 -7 -12 -2
right_child=12 -3 -4 -5 5 10 -8 8 -10 -11 11 -13 -14
leaf_value=0.0085197494309212779 -0.0043533479488434565 0.01294038331662125 -0.00048538473655730061 0.013241375925649706 -0.010337756798169589 0.0084938078304481138 -0.0002265250621391549 0.014025773911686619 0.0061535876467623714 0.0047109379685271822 0.00053069552755781956 0.0047380261621854684 -0.00049678219355726069
leaf_weight=138 52 54 95 69 60 88 69 69 134 1416 52 52 54
leaf_count=138 52 54 95 69 60 88 69 69 134 1416 52 52 54
internal_value=0 0.0050521 0.0048613 0.00509872 0.00482747 0.00159905 0.00527203 0.00548899 0.00883821 0.00505033 0.00533866 0.00265164 -0.00240563
internal_weight=0 2296 2242 2147 2078 252 1826 1757 203 1554 192 104 106
internal_count=2402 2296 2242 2147 2078 252 1826 1757 203 1554 192 104 106
is_linear=0
shrinkage=0.16829


Tree=7451
num_leaves=23
num_cat=0
split_feature=1 52 1 14 52 39 10 0 0 16 1 39 0 52 0 16 16 133 42 52 1213 16
split_gain=9.06389 2.08551 1.35986 0.857807 0.727167 0.636153 0.553566 0.285853 0.258306 0.348783 0.296152 0.244139 0.207629 0.164411 0.15251 0.147516 0.143964 0.137615 0.129768 0.109788 0.0994362 0.0338593
threshold=0.10342000000000001 -0.41304999999999997 0.12394500000000001 0.062655000000000016 -0.023474999999999996 0.081875000000000017 -0.0069899999999999988 -0.12118 -0.10653 0.041625000000000002 0.084795000000000023 0.095070000000000016 -0.085669999999999982 -0.5502149999999999 -0.075914999999999996 -0.14032999999999998 0.46043000000000006 -0.10298999999999998 0.086855000000000016 0.117775 0.041405000000000004 -0.0030599999999999998
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 4 5 21 8 -4 -6 10 12 -1 14 15 -11 -8 -10 18 -14 -15 -19 -17 -3
right_child=1 2 6 -5 7 -7 11 -9 9 13 -12 -13 17 16 -16 20 -18 19 -20 -21 -22 -23
leaf_value=0.0010153156138670793 0.0010752062259052179 0.00033338149904850488 -3.5099626270314942e-05 0.0013925895504268847 0.00058993408632758632 0.00073217739418780044 0.00032334872125749833 0.00087032337265623193 0.00094627459829302448 0.0010961120683420553 0.0007112212698053231 0.00016954744807957752 0.00088139625405875526 0.00085749894809385066 0.00056614446808639265 0.0011514326608810393 0.00073673988711399395 0.0010507072301700676 0.0010167714253441311 0.00093285443630157115 0.0010147611635401357 0.00045687777706103884
leaf_weight=77 67 52 52 62 71 95 60 93 59 56 66 54 79 124 55 343 52 537 110 110 76 52
leaf_count=77 67 52 52 62 71 95 60 93 59 56 66 54 79 124 55 343 52 537 110 110 76 52
internal_value=0 0.000528846 0.000453915 0.00100959 0.000612032 0.000996264 0.000262011 0.00074915 0.0010111 0.00102364 0.000875211 0.000353638 0.00105029 0.000929746 0.000439775 0.00110453 0.000897048 0.00101452 0.000932521 0.00103072 0.00112673 0.000395468
internal_weight=0 556 489 1846 268 1784 221 164 1689 1546 143 169 1204 342 115 478 286 726 234 647 419 104
internal_count=2402 556 489 1846 268 1784 221 164 1689 1546 143 169 1204 342 115 478 286 726 234 647 419 104
is_linear=0
shrinkage=0.0032998


Tree=7452
num_leaves=13
num_cat=0
split_feature=2 149 157 12 147 15 160 2 123 51 43 15
split_gain=0.164342 0.173076 0.118913 0.106804 0.105367 0.103439 0.137491 0.0937557 0.0919173 0.0532793 0.0399824 0.0343916
threshold=0.13290500000000002 0.07770500000000001 -0.084639999999999979 1.0000000180025095e-35 0.089365000000000014 -0.42075999999999997 -0.53447999999999996 -0.020134999999999997 0.084710000000000021 0.080335000000000018 -0.082894999999999983 -0.26826999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 11 5 -4 -7 -8 -9 10 -1 -2
right_child=3 -3 4 -5 -6 6 7 8 -10 -11 -12 -13
leaf_value=0.0080191411068557504 -0.00053221758356958066 0.014430781852043566 -0.0010284849844453894 -0.0060373251082104229 -0.0021471834489611547 -0.0028132118423174236 0.011364835999646973 0.0046838527326997885 0.011359486052195446 0.0044080500338496108 0.014208072399459244 0.0050020143731404803
leaf_weight=66 56 54 87 60 67 63 67 1640 61 52 57 72
leaf_count=66 56 54 87 60 67 63 67 1640 61 52 57 72
internal_value=0 0.00500376 0.00476725 -0.000169674 0.00439472 0.00462418 0.00489375 0.00516939 0.00492431 0.00898249 0.0109018 0.00256675
internal_weight=0 2214 2160 188 1985 1918 1831 1768 1701 175 123 128
internal_count=2402 2214 2160 188 1985 1918 1831 1768 1701 175 123 128
is_linear=0
shrinkage=0.16829


Tree=7453
num_leaves=27
num_cat=0
split_feature=1 2 12 2 1 16 12 0 1 49 12 157 3 52 0 12 12 159 160 16 52 52 12 12 12 12
split_gain=6.66567 1.69401 0.869025 0.661319 0.456796 0.397423 0.338277 0.427152 0.21523 0.205977 0.200998 0.17525 0.167021 0.158295 0.19292 0.231551 0.149206 0.125855 0.29528 0.117377 0.085693 0.0834363 0.0653983 0.0573243 0.0549512 0.0332486
threshold=0.11695500000000002 0.10613000000000002 0.086085000000000009 0.14823500000000003 0.092415000000000011 0.062365000000000011 0.092495000000000008 -0.072174999999999975 0.10662500000000001 0.10877000000000002 0.089370000000000019 -0.084764999999999993 0.0025650000000000004 -0.059354999999999991 -0.085669999999999982 0.084055000000000005 0.10508500000000001 0.084205000000000016 0.061600000000000009 -0.015379999999999998 0.093245000000000008 0.0033500000000000005 0.095330000000000012 0.084405000000000022 0.10367000000000001 -0.040564999999999997
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 4 12 5 6 21 11 20 10 16 -6 23 -3 17 19 -16 -4 18 -13 -15 24 25 -12 -1 -8 -2
right_child=3 2 9 -5 8 -7 7 -9 -10 -11 22 13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0012246500917577085 0.00030198313830082785 0.00040388225881403996 0.00099363711285230228 0.0001461921820910311 0.00069295276274299262 0.00072177795507466079 0.0008609948153773877 0.00064684838737739708 0.0010139429158510693 0.00067096710178825704 0.00096819181582646506 0.00068523686207516146 0.00062738998118272069 0.0010516388485588514 0.00076846986214576627 0.001008442298636283 0.00079066456509041744 0.001013742139662229 0.0010198718031292422 0.0011960083378848262 0.0010513497623723595 0.00052155307971955269 0.00081949302661093776 0.0010673765700859818 0.00099565529785512578 0.0004191186587978964
leaf_weight=57 58 66 101 80 101 62 96 61 73 52 65 59 85 313 52 333 69 102 58 82 78 52 76 57 59 55
leaf_count=57 58 66 101 80 101 62 96 61 73 52 65 59 85 313 52 333 69 102 58 82 78 52 76 57 59 55
internal_value=0 0.000925654 0.00072367 0.000404801 0.000969386 0.000495785 0.000994969 0.000894449 0.000855002 0.000855288 0.000806912 0.00102149 0.000529931 0.00100721 0.00102963 0.000976122 0.000911461 0.000927186 0.000851425 0.0010817 0.00095912 0.000410653 0.000888292 0.00114632 0.00091248 0.000359308
internal_weight=0 2095 373 307 1722 227 1407 294 315 222 242 1113 151 999 780 385 170 219 117 395 233 165 141 114 155 113
internal_count=2402 2095 373 307 1722 227 1407 294 315 222 242 1113 151 999 780 385 170 219 117 395 233 165 141 114 155 113
is_linear=0
shrinkage=0.0032998


Tree=7454
num_leaves=22
num_cat=0
split_feature=4 15 1 41 11 16 4 42 475 160 42 12 160 1 484 151 484 4 16 474 4
split_gain=0.164377 0.108123 0.123438 0.0921815 0.0896689 0.168432 0.0706372 0.0657494 0.125169 0.0896453 0.119398 0.115772 0.109353 0.0811741 0.0768117 0.0787184 0.0624144 0.0623604 0.0577643 0.0516355 0.0212282
threshold=0.30163500000000004 -0.41606999999999994 0.11414000000000001 0.083525000000000016 1.0000000180025095e-35 0.25032500000000008 0.51400500000000016 0.083665000000000003 -0.071829999999999991 -0.010724999999999998 -0.0043149999999999994 0.083370000000000014 -0.13783499999999996 0.09166500000000001 0.076210000000000014 -0.078754999999999978 0.11336500000000001 -0.081289999999999987 -0.07662999999999999 0.023345000000000001 -0.013324999999999998
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 6 -3 4 7 -6 -2 8 -1 12 13 -12 -10 -11 15 20 -16 18 -17 -19 -9
right_child=1 2 -4 -5 5 -7 -8 14 9 10 11 -13 -14 -15 16 17 -18 19 -20 -21 -22
leaf_value=-0.0022181286168967309 0.0069313303886409834 0.00213501277087056 -0.009276164727771161 -0.0020153300899980906 0.016228562746061614 0.0033545380757164203 -8.093191594346108e-05 0.011899080079144551 0.003622283603094684 0.0044696298266767879 0.0025717450848367902 -0.0063023509499583576 0.012576425676164406 0.011240755638339485 0.012656367304751811 0.012268436785655855 0.0056070414857649926 0.0033450173117625347 0.0046897147531171175 0.0086993917695624839 0.0070016625431046078
leaf_weight=86 78 53 54 52 57 59 84 54 77 447 208 52 79 57 79 53 67 533 64 57 52
leaf_count=86 78 53 54 52 57 59 84 54 77 447 208 52 79 57 79 53 67 533 64 57 52
internal_value=0 0.0005364 -0.00360711 0.00495862 0.00513375 0.00969606 0.00328425 0.00486351 0.00390769 0.00448227 0.00372728 0.000790016 0.00816827 0.00523898 0.0058643 0.00522109 0.00943371 0.00457499 0.00813817 0.00386535 0.00951352
internal_weight=0 269 107 2133 2081 116 162 1965 1006 920 764 260 156 504 959 813 146 707 117 590 106
internal_count=2402 269 107 2133 2081 116 162 1965 1006 920 764 260 156 504 959 813 146 707 117 590 106
is_linear=0
shrinkage=0.16829


Tree=7455
num_leaves=22
num_cat=0
split_feature=4 3 1 1 14 52 3 14 40 1 133 1 42 4 49 3 1210 52 39 401 133
split_gain=8.62911 2.36766 1.49398 1.07922 0.617352 0.508449 0.505428 0.459118 0.399175 0.458056 0.230613 0.22912 0.17275 0.166745 0.157127 0.187626 0.139475 0.110984 0.104826 0.0894158 0.0699854
threshold=0.30163500000000004 -0.058704999999999993 0.10684 0.14668500000000004 0.076175000000000007 -0.046924999999999988 -0.15836499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.11524500000000001 0.086920000000000011 -0.042074999999999994 0.41816000000000003 -0.065249999999999989 -0.084129999999999996 -0.00064999999999999986 0.063595000000000013 0.086670000000000011 0.080190000000000011 -0.0036349999999999998
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 4 8 7 6 -4 -1 -2 18 -10 12 -11 19 -9 -14 -16 -12 -18 -3 20 -8
right_child=3 2 5 -5 -6 -7 10 13 9 11 16 -13 14 -15 15 -17 17 -19 -20 -21 -22
leaf_value=0.00083688598284610474 0.00077675287216233001 0.0007233327786499861 0.00044831013050279097 -4.204369116666826e-06 0.0014764707807411921 0.0008297149828186579 0.0010881886149523938 0.00029547502600985395 0.00086508961739212981 0.0013501419619658065 0.001164290580148754 0.0010729221845325058 0.0010257754725499452 0.0005229014041374764 0.001250971266603818 0.0011433934627304698 0.00090015679683778666 0.0010650366170745062 0.00093248148531706408 0.0011867090569633678 0.00096975799329102248
leaf_weight=72 58 58 98 52 52 63 157 61 79 55 65 86 86 86 268 584 94 94 52 64 96
leaf_count=72 58 58 98 52 52 63 157 61 79 55 65 86 86 86 268 584 94 94 52 64 96
internal_value=0 0.00106014 0.000858923 0.000419696 0.00112065 0.000597774 0.00110892 0.000527393 0.000986226 0.00106792 0.00112188 0.00118131 0.00114047 0.000428767 0.00116342 0.00117727 0.00102956 0.000982784 0.000822523 0.00107244 0.00104339
internal_weight=0 2123 491 257 1632 161 1580 205 330 220 1508 141 1255 147 938 852 253 188 110 317 253
internal_count=2380 2123 491 257 1632 161 1580 205 330 220 1508 141 1255 147 938 852 253 188 110 317 253
is_linear=0
shrinkage=0.0032998


Tree=7456
num_leaves=26
num_cat=0
split_feature=1 1 39 14 1 42 15 456 133 15 15 1 159 133 1 15 1 15 133 133 15 42 159 42 42
split_gain=16.8727 3.30271 2.42848 2.37045 1.12484 1.00132 0.714418 0.513361 0.458877 0.443843 0.674215 0.405267 0.289234 0.281129 0.22995 0.180918 0.192005 0.12373 0.131308 0.109589 0.0928012 0.0861631 0.073184 0.0715726 0.0419012
threshold=0.10141500000000002 0.13662500000000002 0.083495000000000014 0.062655000000000016 0.089710000000000026 0.083120000000000013 0.046165000000000005 0.03981500000000001 0.086805000000000007 0.029300000000000003 -0.006494999999999999 0.14967500000000003 0.08457000000000002 0.11524500000000001 0.10692500000000001 -0.094924999999999995 0.093170000000000017 0.11469500000000001 -0.00078499999999999989 0.11135500000000002 -0.075694999999999985 0.084145000000000011 0.101785 0.089180000000000023 0.093985000000000013
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 5 4 7 14 15 9 -4 10 12 -3 19 17 -2 -6 -17 18 -11 -1 -16 -9 -14 -15 -8
right_child=1 11 8 -5 6 -7 24 21 -10 13 -12 -13 22 23 20 16 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0014664139697263465 0.0011903040797876388 0.0005475280523790484 0.00078941048057480168 0.0021083133781285689 0.0013054493167930998 0.0014408012417700198 0.0015391203611245683 0.0018302839928272473 0.00037591311432008499 0.0015844511353804644 0.0011964354540479998 0.00017810892231254614 0.0017300762295951494 0.0013403565299393802 0.0008736398996476365 0.0012024328313063669 0.00091917363679761162 0.0014409451763286514 0.0017226062838579456 0.0012999538933301544 0.0010388489004321648 0.0016337766154446447 0.0015462131408685367 0.0014941742235452882 0.0014107003275369333
leaf_weight=396 68 87 61 68 52 90 62 57 57 352 107 52 55 60 78 55 53 53 105 53 80 53 53 98 75
leaf_count=396 68 87 61 68 52 90 62 57 57 352 107 52 55 60 78 55 53 53 105 53 80 53 53 98 75
internal_value=0 0.000852686 0.00099452 0.0015027 0.001479 0.00114548 0.00129327 0.00151723 0.000589969 0.00149914 0.00143804 0.000409582 0.00148439 0.00155982 0.00102771 0.00114252 0.00106375 0.00159812 0.00161627 0.00144684 0.000957513 0.00173592 0.00164017 0.00143599 0.00146907
internal_weight=0 573 434 1807 1739 316 297 1442 118 1332 664 139 557 668 226 160 108 510 457 449 158 110 108 158 137
internal_count=2380 573 434 1807 1739 316 297 1442 118 1332 664 139 557 668 226 160 108 510 457 449 158 110 108 158 137
is_linear=0
shrinkage=0.0032998


Tree=7457
num_leaves=29
num_cat=0
split_feature=1 4 3 2 47 1 3 1 12 12 151 3 43 12 13 156 12 42 1 2 2 48 4 1 3 47 13 3
split_gain=8.84448 1.59934 1.3988 0.950967 0.812538 0.729035 0.52568 0.463588 0.460569 0.393601 0.346471 0.324136 0.276232 0.195732 0.273222 0.26458 0.138057 0.121277 0.118069 0.0854432 0.0824039 0.0861812 0.0694199 0.065018 0.099709 0.0614741 0.0537991 0.0451976
threshold=0.10335000000000001 0.27287000000000006 -0.062534999999999993 0.095935000000000006 0.096770000000000009 0.085810000000000011 -0.14818499999999998 0.14699000000000004 0.054520000000000006 0.11769500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.064499999999999988 0.084055000000000005 -0.085409999999999986 0.087380000000000013 0.095815000000000011 0.091570000000000012 0.11414000000000001 0.10406500000000002 0.087525000000000006 1.0000000180025095e-35 -0.012089999999999998 0.089475000000000013 -0.076614999999999975 0.089100000000000013 -0.050754999999999995 -0.082334999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 25 5 12 6 -1 17 11 16 -7 -5 -4 14 -8 20 19 18 -3 -10 27 -22 -18 -12 26 -2 -25 -15
right_child=1 7 4 8 -6 10 13 -9 9 -11 23 -13 -14 15 -16 -17 22 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0014065872851278499 0.0010504786949110719 0.00056278469333522852 0.00018310600548195489 0.00053501556217583747 0.0008420544260878994 0.00072101481556681934 0.00130070160762007 4.2249159692738066e-05 0.00097742206600320478 0.00067958138525803973 0.0010429453012545588 0.00088273720645535723 0.00049690213200991561 0.001078062096018826 0.0010464990693222643 0.00083957095158192479 0.00097910753254681405 0.00026250347107911482 0.00036487640497282148 0.0011590824962557519 0.0010548393366627297 0.00092245485506679684 0.00083234994069357243 0.00080067074536854571 0.0010205941711105323 0.00088724471175447071 0.00094196309481652072 0.0011720798807572058
leaf_weight=54 58 57 57 67 53 78 89 52 63 58 97 53 67 234 101 64 85 56 82 59 290 72 69 62 93 53 68 89
leaf_count=54 58 57 57 67 53 78 89 52 63 58 97 53 67 234 101 64 85 56 82 59 290 72 69 62 93 53 68 89
internal_value=0 0.00051493 0.000682122 0.000996965 0.000499598 0.00103989 0.00108791 0.000319844 0.00086537 0.000928672 0.00091999 0.000688886 0.000352941 0.00106955 0.00116576 0.00104509 0.000980889 0.000393688 0.000446286 0.00106556 0.00106424 0.00102861 0.000913581 0.00096838 0.000935788 0.000972856 0.000874849 0.00110408
internal_weight=0 535 288 1845 177 1391 993 247 454 334 398 120 124 939 190 749 276 195 139 122 685 362 154 320 223 111 130 323
internal_count=2380 535 288 1845 177 1391 993 247 454 334 398 120 124 939 190 749 276 195 139 122 685 362 154 320 223 111 130 323
is_linear=0
shrinkage=0.0032998


Tree=7458
num_leaves=21
num_cat=0
split_feature=15 2 13 151 2 1443 13 13 16 1420 13 52 15 15 51 42 13 40 2 52
split_gain=4.48904 2.17433 1.00144 0.628131 0.565462 0.364287 0.3035 0.301739 0.353678 0.267727 0.260208 0.23484 0.198958 0.21327 0.205573 0.143522 0.134633 0.081852 0.0492083 0.0390525
threshold=-0.25061999999999995 0.10272000000000002 -0.16152999999999998 -0.076249999999999984 -0.0050599999999999994 0.060940000000000001 -1.0000000180025095e-35 -0.012899999999999998 0.58936500000000003 -0.052439999999999994 -0.083244999999999986 0.044705000000000002 0.035560000000000008 -0.13662499999999997 0.043015000000000005 0.083985000000000018 -0.085764999999999994 -0.024094999999999995 0.11215000000000001 -0.011499999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 -2 9 17 18 11 -6 15 -9 13 -12 -14 19 -17 -1 -5 -11
right_child=1 2 3 7 5 -7 -8 8 -10 10 12 -13 14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0002492871074216375 0.00057817436471478245 0.00022949075512781566 0.00034780089437276687 0.00073427929586335986 0.0010682274864863379 0.0011248358318873136 0.00041981025672707445 0.0004356418093134914 0.0008542124324496808 0.0010771041723866381 0.00093751260033795886 0.000706623252295272 0.00082501950848072071 0.00072418188669028669 0.0010437582301062059 0.0008250450437464863 0.00096507366051246308 7.3513968300308071e-05 0.00086661432335560307 0.00093894759698931896
leaf_weight=53 88 73 64 53 56 52 77 93 53 52 60 57 512 401 53 261 111 65 94 52
leaf_count=53 88 73 64 53 56 52 77 93 53 52 60 57 512 401 53 261 111 65 94 52
internal_value=0 0.000781198 0.000586586 0.000649467 0.000836994 0.000851119 0.000258392 0.000704528 0.000621359 0.00084196 0.000833501 0.00053885 0.000803589 0.000752024 0.000845601 0.0008979 0.000866922 0.000152761 0.000819141 0.00100836
internal_weight=0 2185 487 414 1698 1610 195 350 203 1558 1502 150 1026 461 565 476 372 118 147 104
internal_count=2380 2185 487 414 1698 1610 195 350 203 1558 1502 150 1026 461 565 476 372 118 147 104
is_linear=0
shrinkage=0.0032998


Tree=7459
num_leaves=32
num_cat=0
split_feature=1 457 2 16 13 12 12 13 2 1 2 12 50 1 12 16 12 1 16 12 50 16 12 2 13 2 130 402 16 12 2
split_gain=0.355864 0.171842 0.204143 0.145644 0.139379 0.223174 0.117029 0.110266 0.093903 0.0866376 0.135162 0.085787 0.0811288 0.150939 0.111385 0.0751748 0.070411 0.0679157 0.0803856 0.0667132 0.0589202 0.0429865 0.0414822 0.0398104 0.0508664 0.0766398 0.0449457 0.0533786 0.034891 0.0305427 0.0287971
threshold=0.085810000000000011 0.060310000000000009 0.10394500000000002 -0.034884999999999992 -0.082689999999999986 0.08401500000000002 -0.065214999999999981 -0.084344999999999989 0.09678500000000001 0.073870000000000005 0.083935000000000023 0.083310000000000009 0.086295000000000011 0.13630500000000004 0.090045000000000014 -0.28430999999999995 0.086325000000000013 0.092485000000000026 -0.083879999999999996 0.093175000000000022 0.079410000000000008 -0.095794999999999977 0.091735000000000025 0.098150000000000015 0.0083850000000000018 0.10912000000000001 0.090470000000000009 0.0038750000000000004 -0.079074999999999993 0.096150000000000013 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 5 11 -2 20 -3 10 -6 -1 13 14 15 -4 -5 18 -8 -19 21 -7 -18 26 25 -25 27 29 -23 -12 -28
right_child=1 8 12 16 9 7 17 -9 -10 -11 23 -13 -14 -15 -16 -17 22 19 -20 -21 -22 28 -24 24 -26 -27 30 -29 -30 -31 -32
leaf_value=0.012869477281557757 -0.0018401875682032063 -0.0061015108705499361 0.0058661975556066883 0.015294350933096819 -0.00092148639719386472 0.0025844586892058942 0.0087374531946045088 0.016226521189059123 0.0032448379372291402 0.013186079357102962 0.0094558719712547427 0.021775171979338634 0.0083974846991833295 -0.0054013746417386063 0.0098728319221356477 -0.0021303662198305373 0.0050395924158941939 0.01400326786131559 0.00060060234593854972 0.0065589700166989026 0.012407184261381326 0.010866877603973228 0.010931944328866171 0.0038855092213088099 0.0025815957849808046 0.011183206261208865 0.0027581574402203053 0.013850561911082219 0.0059683337853975362 0.0052456708547901978 0.0084275844176458382
leaf_weight=60 52 55 55 74 52 56 61 55 68 80 274 66 53 72 57 84 53 55 80 94 67 72 101 77 79 89 52 70 103 62 52
leaf_count=60 52 55 55 74 52 56 61 55 68 80 274 66 53 72 57 84 53 55 80 94 67 72 101 77 79 89 52 70 103 62 52
internal_value=0 0.00496403 0.0057783 0.00769133 0.00913093 0.0114525 0.00548438 0.00927142 -0.000919817 0.00787522 0.00734651 0.0175486 0.00237573 0.00117816 0.00360429 0.00102082 0.0109939 0.00680395 0.00413354 0.00931892 0.00798173 0.00669037 0.00891572 0.00791834 0.00613073 0.00780895 0.00877358 0.00957949 0.007994 0.00868434 0.00561015
internal_weight=0 1014 891 570 1366 479 342 353 123 887 807 126 321 268 196 139 228 290 141 149 298 231 154 755 245 166 510 406 175 336 104
internal_count=2380 1014 891 570 1366 479 342 353 123 887 807 126 321 268 196 139 228 290 141 149 298 231 154 755 245 166 510 406 175 336 104
is_linear=0
shrinkage=0.16829


Tree=7460
num_leaves=25
num_cat=0
split_feature=4 49 157 1212 1211 1212 52 42 156 12 42 42 49 49 0 4 0 11 51 12 12 13 12 4
split_gain=0.221327 0.191831 0.14132 0.134001 0.167949 0.199157 0.131579 0.122432 0.104722 0.0872554 0.129737 0.155041 0.199571 0.08948 0.0719217 0.191488 0.0704957 0.0575898 0.0869718 0.0561989 0.0524091 0.0485201 0.0421914 0.0389963
threshold=-0.0087849999999999977 -0.047309999999999998 -0.029304999999999998 0.082415000000000016 0.078255000000000005 0.089125000000000024 -0.16195999999999997 0.080060000000000006 0.085835000000000009 -0.073474999999999985 -0.012569999999999998 0.082755000000000009 0.083250000000000005 0.089065000000000019 -0.10264999999999998 -0.06512999999999998 -0.090729999999999991 0.079300000000000009 0.086090000000000014 0.10653000000000001 0.089545000000000013 -0.087444999999999981 -0.096989999999999979 0.055260000000000011
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 7 8 14 5 -5 -4 -2 -3 22 23 12 -12 -13 15 -1 -16 18 19 21 -20 -18 -8 -11
right_child=1 2 6 4 -6 -7 9 -9 -10 10 11 13 -14 -15 16 -17 17 -19 20 -21 -22 -23 -24 -25
leaf_value=0.009760357885265929 -0.0050840486640248471 -0.00465473284374572 -0.00011927032668493332 0.02271668175969303 0.0052368819610679853 0.0094992687339156209 0.0064301863508346721 0.0039405660946344933 0.0047912613237999476 0.0061890976925514929 0.018377510348817357 0.0042596233663362041 0.0058445120117436465 0.012480560889393253 0.013164045073825632 -0.0045360719951584765 0.0026592245812758247 0.0023427494484023997 0.015462770422421676 0.011776370752476055 0.0079432731514406055 0.0066834577181005073 -6.5577874843723301e-05 -0.00029721349370145651
leaf_weight=52 95 65 81 55 83 80 52 77 68 52 97 139 58 52 52 54 99 78 53 55 55 668 61 52
leaf_count=52 95 65 81 55 83 80 52 77 68 52 97 139 58 52 52 54 99 78 53 55 55 668 61 52
internal_value=0 0.00404325 0.00516938 0.00738581 0.0112276 0.0148974 0.00620086 -0.00103351 0.00016129 0.00711335 0.00816543 0.0097343 0.0136993 0.00650719 0.006666 0.00246032 0.00708487 0.00676948 0.00713882 0.00654393 0.01165 0.00616637 0.00290772 0.00292867
internal_weight=0 949 777 1384 218 135 644 172 133 563 450 346 155 191 1166 106 1060 1008 930 822 108 767 113 104
internal_count=2333 949 777 1384 218 135 644 172 133 563 450 346 155 191 1166 106 1060 1008 930 822 108 767 113 104
is_linear=0
shrinkage=0.16829


Tree=7461
num_leaves=20
num_cat=0
split_feature=1 12 39 4 4 14 1 47 1 4 2 157 13 15 4 13 15 13 457
split_gain=9.13892 1.26153 1.03851 0.611621 0.607727 0.543311 0.433355 0.404683 0.293632 0.28008 0.207999 0.171543 0.157858 0.157439 0.158661 0.143316 0.137621 0.131534 0.0357425
threshold=0.10776500000000001 0.088105000000000003 0.081875000000000017 0.10440500000000001 0.24099500000000004 0.062655000000000016 0.094090000000000021 0.10019500000000002 0.11684000000000001 -0.078454999999999983 0.106285 -1.0000000180025095e-35 -0.082264999999999991 -0.13309999999999997 -0.030434999999999993 -0.075679999999999983 0.087960000000000024 -0.092704999999999996 -0.085584999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 -3 5 9 -4 8 -2 10 11 -1 17 -14 -15 -10 -13 -11 -19
right_child=1 3 6 -5 -6 -7 -8 -9 15 12 -12 16 13 14 -16 -17 -18 18 -20
leaf_value=0.0013555065916963124 0.00052511631468597048 0.0010084965241476083 0.0010015455134121443 0.0005432802546498954 0.00080765033699962225 0.0014035960040204693 0.00059219745227211856 0.00066562085705250071 0.0003703849551039024 0.0009748307215687159 0.00096023170908306362 0.0011145192224993343 0.0011986586257895756 0.0010808764750674632 0.00096716151858248719 0.00016501449547154742 0.0012252108604596103 0.0012309866392813233 0.001131614747703433
leaf_weight=54 83 77 52 52 74 69 63 63 85 58 56 342 60 248 317 67 207 59 247
leaf_count=54 83 77 52 52 74 69 63 63 85 58 56 342 60 248 317 67 207 59 247
internal_value=0 0.000548334 0.00108261 0.000821241 0.00110218 0.00111485 0.0007776 0.000430078 0.000366782 0.00110274 0.00115609 0.00117422 0.00106716 0.00103462 0.00101714 0.000280092 0.00115632 0.00112293 0.00115089
internal_weight=0 427 1906 129 1791 1717 115 298 235 1648 659 603 989 625 565 152 549 364 306
internal_count=2333 427 1906 129 1791 1717 115 298 235 1648 659 603 989 625 565 152 549 364 306
is_linear=0
shrinkage=0.0032998


Tree=7462
num_leaves=18
num_cat=0
split_feature=40 34 13 2 0 16 0 16 13 15 403 16 159 16 16 16 15
split_gain=0.273407 0.229467 0.160664 0.158589 0.189037 0.136584 0.27517 0.130588 0.113182 0.111925 0.127556 0.100863 0.0844694 0.0535255 0.0476717 0.0499692 0.0411404
threshold=0.051255000000000002 -0.028109999999999996 0.26746000000000009 0.10527500000000002 -0.014954999999999998 -0.034109999999999994 -0.074754999999999988 0.19022000000000003 -0.097984999999999989 0.087960000000000024 -0.0096849999999999974 -0.26987499999999992 0.040035000000000008 -0.074054999999999996 0.31615500000000002 0.62879000000000007 -0.090364999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 11 -7 -6 -3 12 -11 16 -10 -13 -8 -16 -5
right_child=-2 2 -4 5 7 6 14 -9 9 10 -12 13 -14 -15 15 -17 -18
leaf_value=-0.0031195927006581292 -0.005973240520799992 0.00066845423348795366 0.015596024774379477 0.0010544624758241094 0.018767424620497412 -0.01015307094554292 -0.00012257189943340504 0.0072567822125493668 0.005179532627172777 0.012356746676668981 0.0065029731520889703 0.01309237526916048 0.0096673833984446903 0.005777907993067855 0.0087017570147377467 0.001714015934947364 0.006759267402710936
leaf_weight=75 55 92 52 96 62 53 62 52 868 188 245 64 139 53 66 53 58
leaf_count=75 55 92 52 96 62 53 62 52 868 188 245 64 139 53 66 53 58
internal_value=0 0.00601851 0.00633043 0.0061056 0.00690711 0.00348959 0.000502778 0.0135327 0.00641291 0.00677867 0.00904871 0.00606198 0.00580079 0.00979434 0.00363292 0.00560467 0.00321469
internal_weight=0 2278 2203 2151 1646 505 234 114 1532 1440 433 271 1007 117 181 119 154
internal_count=2333 2278 2203 2151 1646 505 234 114 1532 1440 433 271 1007 117 181 119 154
is_linear=0
shrinkage=0.16829


Tree=7463
num_leaves=19
num_cat=0
split_feature=34 2 16 12 16 15 4 3 3 157 11 52 3 0 16 3 0 3
split_gain=0.185595 0.135918 0.197468 0.191412 0.147786 0.11325 0.104009 0.206352 0.145251 0.129486 0.16457 0.162015 0.132857 0.0840249 0.0820686 0.0800671 0.047601 0.04117
threshold=-0.010024999999999997 0.10836000000000003 -0.034109999999999994 0.087495000000000003 -0.26987499999999992 -0.23118499999999997 -0.078454999999999983 0.092330000000000009 -0.0035149999999999995 -0.0062799999999999991 0.078730000000000008 0.10160000000000001 -0.095764999999999989 -0.065064999999999998 -0.075434999999999988 -0.077104999999999993 -0.074544999999999986 -0.013399999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 17 -2 9 8 13 -7 11 12 -11 16 -6 -5 -8 -3
right_child=1 2 3 15 14 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0027528955294235063 0.013289775919875178 -0.0014512424720684975 -0.0072111177647031007 0.0065415839700699412 0.014550270811899541 0.015075850361628989 0.0044755410639289216 -0.0057620815821957921 0.013264680064758521 0.012251293225116889 -0.0023974173102370233 0.014961072880740297 0.0049481774009635677 -0.001049233471225073 0.005526582184401582 -0.0020549289013840665 0.0082774096613664923 0.0043491646194624501
leaf_weight=89 55 57 89 74 59 54 756 53 57 86 54 69 406 71 57 52 108 87
leaf_count=89 55 57 89 74 59 54 756 53 57 86 54 69 406 71 57 52 108 87
internal_value=0 0.00507027 0.00253594 -0.00123055 0.00565744 0.00574975 0.00550676 0.00445327 0.00500086 0.00714965 0.00645077 0.00730567 0.00622839 0.00449516 0.0101317 0.00297956 0.00495285 0.00204069
internal_weight=0 2244 475 215 260 1769 1714 1045 992 669 615 561 492 935 116 126 864 144
internal_count=2333 2244 475 215 260 1769 1714 1045 992 669 615 561 492 935 116 126 864 144
is_linear=0
shrinkage=0.16829


Tree=7464
num_leaves=19
num_cat=0
split_feature=40 34 4 1212 1 0 4 12 0 4 4 40 12 1212 12 4 0 0
split_gain=0.160675 0.111196 0.0814471 0.119556 0.108061 0.0865536 0.0959653 0.0844497 0.0797607 0.0786663 0.0974249 0.091715 0.126109 0.0752276 0.0559301 0.0858512 0.0553507 0.0498374
threshold=0.051255000000000002 -0.010024999999999997 -0.078454999999999983 0.082415000000000016 0.091585000000000014 -0.010949999999999998 0.36766000000000004 0.084055000000000005 0.11026000000000001 0.065590000000000009 0.10947000000000003 -0.078554999999999986 0.081810000000000008 0.09198000000000002 0.085635000000000003 -0.15333499999999997 -0.10147999999999999 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 9 -3 -6 11 -11 -4 -13 -5 -9 -16 -8 -12
right_child=-2 2 5 13 8 -7 16 14 -10 10 17 12 -14 -15 15 -17 -18 -19
leaf_value=-0.0019613990100953351 -0.0050046141030840145 -0.00081545056517866332 0.01009255695003921 0.014034281863320211 0.01307331362194241 0.010307378367001033 0.0019996229078960738 0.0097761994040308844 0.0042534589447435584 0.011940333515190662 0.00697816733014512 -0.0015175265906929214 0.0037514367739145448 0.0064949564714234832 -0.0021341056336407508 0.0051657551655173318 -0.0046137282685783298 0.00018198235506051305
leaf_weight=80 55 97 54 72 68 54 91 54 52 72 74 151 852 81 55 259 59 53
leaf_count=80 55 97 54 72 68 54 91 54 52 72 74 151 852 81 55 259 59 53
internal_value=0 0.00418609 0.00441066 0.00585567 0.00475441 0.00367901 0.00342315 0.00358618 0.00926635 0.00390382 0.00698154 0.00332268 0.00295641 0.0100546 0.00475128 0.0038814 -0.000589651 0.00415611
internal_weight=0 2278 2198 738 585 1460 1406 465 120 1256 199 1057 1003 153 368 314 150 127
internal_count=2333 2278 2198 738 585 1460 1406 465 120 1256 199 1057 1003 153 368 314 150 127
is_linear=0
shrinkage=0.16829


Tree=7465
num_leaves=21
num_cat=0
split_feature=1213 1212 13 457 43 133 39 41 50 132 1213 12 42 1429 151 133 12 402 11 42
split_gain=0.200453 0.265543 0.258566 0.115701 0.148196 0.301999 0.167257 0.127158 0.108253 0.129025 0.157484 0.111483 0.0927007 0.0829473 0.0712914 0.0650027 0.0746955 0.0591936 0.0587695 0.0438415
threshold=-0.080279999999999976 0.058525000000000008 -0.070834999999999995 0.11251000000000001 -0.077044999999999988 -0.006304999999999999 0.090190000000000006 0.07677500000000001 0.11875500000000001 -0.020429999999999997 0.067955000000000002 0.092855000000000007 -1.0000000180025095e-35 0.084895000000000012 -0.08341999999999998 0.10421000000000001 0.092755000000000018 0.097825000000000009 0.08326500000000002 0.086665000000000006
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 19 -3 4 5 -2 12 8 9 10 -6 17 15 14 -14 16 -7 -11 -13 -1
right_child=3 2 -4 -5 7 6 -8 -9 -10 11 -12 18 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0059896962749152079 -0.01113069162305402 -0.016975125764641438 -0.00085115056464845555 -0.0049401830974854797 0.0039199987288535366 0.013488686856378015 -0.0054951644390854419 0.01133959105461777 -0.0016770269802294535 0.0058078586630882813 -0.0075980305385718021 0.0013810951852628887 -0.0023502549280363591 0.0080093029100849963 0.0023150935080161954 0.0022292382735698926 0.0044001170418416545 0.011548848050742582 0.0075948458355029882 -3.9404018993488203e-05
leaf_weight=64 52 52 62 53 89 52 74 67 94 540 54 260 125 55 357 68 52 57 52 72
leaf_count=64 52 52 62 53 89 52 74 67 94 540 54 260 125 55 357 68 52 57 52 72
internal_value=0 -0.00222708 -0.00822171 0.00281018 0.00301163 0.00128309 0.0021098 0.00420003 0.00378105 0.00427046 -0.000416903 0.00500983 0.00290608 0.00181232 0.00110147 0.00631046 0.00896168 0.006359 0.00242248 0.00278461
internal_weight=0 250 114 2101 2048 835 783 1213 1146 1052 143 909 709 537 482 172 104 597 312 136
internal_count=2351 250 114 2101 2048 835 783 1213 1146 1052 143 909 709 537 482 172 104 597 312 136
is_linear=0
shrinkage=0.16829


Tree=7466
num_leaves=15
num_cat=0
split_feature=1 3 14 123 47 4 3 52 52 1213 133 49 159 1
split_gain=4.22217 1.2016 0.697385 0.655129 0.423477 0.369533 0.175994 0.160116 0.307372 0.131039 0.200633 0.144508 0.0656474 0.114673
threshold=0.12007000000000002 0.11745500000000002 0.076175000000000007 1.0000000180025095e-35 0.085505000000000012 0.36766000000000004 -0.068254999999999982 -0.11183499999999999 -0.046924999999999988 -0.080279999999999976 -0.0068049999999999994 -0.065249999999999989 0.095730000000000023 0.13662500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 12 6 9 -8 -9 10 -1 -11 13 -2
right_child=4 -3 -4 -5 -6 -7 7 8 -10 11 -12 -13 -14 -15
leaf_value=0.0008735070384763234 0.00035072097755502093 0.00042317764370425744 0.001189511519181052 0.00058828870111963161 0.00059719947647583435 0.00062061149039638677 0.00096250213266326021 0.00054141114203959688 0.00082720869148275881 0.00077708657670578335 0.00064040334439773971 0.00091632203547151192 0.00038260269850818294 0.00013112701820119942
leaf_weight=175 53 69 71 96 72 64 60 52 209 91 54 1175 58 52
leaf_count=175 53 69 71 96 72 64 60 52 209 91 54 1175 58 52
internal_value=0 0.000852472 0.000866925 0.000855317 0.000385965 0.000868933 0.000877665 0.000806419 0.000770403 0.000892939 0.000818693 0.000906342 0.000292443 0.000242305
internal_weight=0 2116 2047 1976 235 1880 1816 321 261 1495 229 1266 163 105
internal_count=2351 2116 2047 1976 235 1880 1816 321 261 1495 229 1266 163 105
is_linear=0
shrinkage=0.0032998


Tree=7467
num_leaves=16
num_cat=0
split_feature=14 3 16 0 133 0 43 43 43 3 43 0 1 1212 12
split_gain=0.150667 0.128668 0.0934054 0.141129 0.172361 0.141987 0.116472 0.177067 0.158933 0.121711 0.101008 0.125836 0.125335 0.0647823 0.0135449
threshold=-0.10708499999999999 0.31370500000000007 0.51921500000000009 -0.066659999999999983 0.08784500000000002 -0.047049999999999995 0.087840000000000015 0.26667500000000005 0.043850000000000007 0.11372500000000001 -0.082094999999999987 -0.049464999999999988 0.090785000000000018 0.041590000000000009 0.099055000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 10 -6 8 -8 9 13 -5 -12 -13 -2 -9
right_child=1 -3 -4 4 5 -7 7 14 -10 -11 11 12 -14 -15 -16
leaf_value=0.008889292515514978 0.0035381559561407424 -0.0060259884582173464 0.0077211597563810056 -0.0075551317738183832 -0.0010515501470513197 0.011182406914883815 0.014510039562636952 0.0048681337812351809 -0.005367219839973434 -0.004279569927463674 0.0059501036897400324 0.00086558926236756479 -0.0098663305372759524 0.00014449556367001953 0.00097465504264209455
leaf_weight=101 1243 52 91 91 54 53 59 52 71 66 56 73 53 184 52
leaf_count=101 1243 52 91 91 54 53 59 52 71 66 56 73 53 184 52
internal_value=0 0.00223805 0.00243438 0.0022052 -0.000727259 0.00499147 0.00285148 0.0071381 0.00240358 0.00277432 -0.00297525 -0.000675432 -0.00363437 0.00310183 0.00293867
internal_weight=0 2250 2198 2107 380 107 1727 163 1564 1493 273 182 126 1427 104
internal_count=2351 2250 2198 2107 380 107 1727 163 1564 1493 273 182 126 1427 104
is_linear=0
shrinkage=0.16829


Tree=7468
num_leaves=10
num_cat=0
split_feature=14 3 3 3 1452 133 159 1447 4
split_gain=0.104168 0.0890554 0.113899 0.106051 0.0810867 0.0822721 0.0772705 0.135752 0.135134
threshold=-0.10708499999999999 0.31370500000000007 0.12991000000000003 0.10703500000000001 0.087755000000000014 -0.4582 -0.085534999999999986 -0.084149999999999989 -0.06512999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 -7
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=0.0073933153991391403 0.0072778978035448732 -0.0050118761312166393 0.0092027260631317234 -0.0055348670370060507 0.0073419156206298575 0.012104436991676704 -0.0072398631271816871 0.0014862119522155914 0.0021354176933464143
leaf_weight=101 75 52 61 54 78 52 52 1675 151
leaf_count=101 75 52 61 54 78 52 52 1675 151
internal_value=0 0.00186168 0.00202511 0.00181939 0.0020109 0.00180262 0.00158892 0.00122243 0.00469791
internal_weight=0 2250 2198 2137 2083 2005 1930 1727 203
internal_count=2351 2250 2198 2137 2083 2005 1930 1727 203
is_linear=0
shrinkage=0.16829


Tree=7469
num_leaves=25
num_cat=0
split_feature=1 1 12 2 4 2 1 15 47 4 12 41 43 3 3 160 133 15 4 52 4 12 15 52
split_gain=8.76671 2.16165 1.19891 0.593789 0.619578 0.578482 0.517867 0.359041 0.579104 0.31973 0.288941 0.362026 0.183345 0.159344 0.363848 0.151312 0.147308 0.109379 0.14675 0.117355 0.0807735 0.0676904 0.0675864 0.045353
threshold=0.104035 0.12419000000000001 0.089125000000000024 0.14307 0.45363500000000007 0.11517500000000001 0.089840000000000017 -1.0000000180025095e-35 0.08265500000000002 -0.0068249999999999986 0.091545000000000015 0.075585000000000013 -0.040789999999999993 0.11372500000000001 -0.0072299999999999994 -0.060309999999999996 0.022390000000000004 -0.097984999999999989 0.043850000000000007 0.087920000000000012 -0.0025749999999999996 0.093995000000000009 0.095330000000000012 0.088555000000000009
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=5 2 13 4 -3 6 10 8 -8 -4 11 17 -9 14 -2 -12 -7 -1 19 -19 22 -14 23 -17
right_child=1 3 9 -5 -6 16 7 12 -10 -11 15 -13 21 -15 -16 20 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0012611460363759527 0.00052719836816961859 0.00071466451558995544 0.0012236209233584111 0.00011708566629333746 0.0002449426398521256 0.00073688298455054516 0.00066873887155527022 0.00096025476787056576 0.0010912604795440966 0.00088524485650294418 0.00093252293974399202 0.0014170330359076417 0.0012512383173745509 0.00045606334449251079 0.00088755349091991379 0.0012190979723654383 0.00098044183062022654 0.0011771502647615125 0.00098480199630126132 0.0010815977567861369 0.0009946019554198987 0.0010815943516483523 0.0010227827783416512 0.0010955506660974964
leaf_weight=100 76 63 54 78 60 52 75 74 68 73 82 62 63 53 52 90 61 619 63 196 68 52 52 65
leaf_count=100 76 63 54 78 60 52 75 74 68 73 82 62 63 53 52 90 61 619 63 196 68 52 52 65
internal_value=0 0.000609409 0.000783216 0.000342903 0.000485818 0.00109884 0.00111386 0.000995879 0.000869905 0.0010294 0.00114187 0.00117 0.00109101 0.000610286 0.000673868 0.00105982 0.000868673 0.00115431 0.0011421 0.00115421 0.00109765 0.00117484 0.00113133 0.00116752
internal_weight=0 509 308 201 123 1842 1729 332 143 127 1397 1040 189 181 128 357 113 978 878 815 275 115 207 155
internal_count=2351 509 308 201 123 1842 1729 332 143 127 1397 1040 189 181 128 357 113 978 878 815 275 115 207 155
is_linear=0
shrinkage=0.0032998


Tree=7470
num_leaves=25
num_cat=0
split_feature=4 12 13 3 42 4 13 15 13 4 3 3 15 47 13 15 159 4 42 12 42 16 13 15
split_gain=11.059 3.97785 1.58998 0.991039 0.785812 0.601563 0.561635 0.475813 0.425151 0.380989 0.673427 0.371899 0.295464 0.259443 0.182775 0.181945 0.175422 0.114065 0.113819 0.0546723 0.0382026 0.0880218 0.0776428 0.0353985
threshold=0.30163500000000004 0.054520000000000006 -0.076584999999999986 -0.0062049999999999996 0.12403500000000002 -0.018104999999999996 -0.0074049999999999993 0.076335000000000014 -0.11122999999999998 -0.030434999999999993 0.09037000000000002 -0.116045 -0.006494999999999999 0.10280000000000002 0.055020000000000006 0.088965000000000002 -0.073364999999999986 -0.42305999999999994 0.11603500000000001 0.094185000000000005 0.082410000000000025 -0.080894999999999981 -0.088854999999999976 -0.41971499999999995
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 2 -1 5 7 -4 8 12 -2 -5 -11 -9 13 14 16 20 -3 -14 19 -17 21 -13 -22 -8
right_child=6 4 3 9 -6 -7 23 11 -10 10 -12 15 17 -15 -16 18 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=0.00045417005402506252 0.00041358662849245184 0.0013020646428927548 0.0004332492025973918 0.0012470327408988728 0.00077727591129838139 0.0008855616612076342 0.00062453738325964243 0.0015072497248573311 6.1298591413578465e-05 0.0012066025928018863 0.00068300411400921566 0.0012193963236260892 0.0010719656992846142 0.0010038026285537846 0.0013706088215074833 0.0011189176058624068 0.0011400940677947695 0.00087083192353484221 0.0013170917599253922 0.0012072067144456434 0.0014331821538454341 0.0013799334866787076 0.0012466096263348558 0.00049669219687583082
leaf_weight=100 78 91 52 86 53 85 52 56 72 55 53 174 77 103 55 210 459 56 59 148 54 53 54 52
leaf_count=100 78 91 52 86 53 85 52 56 72 55 53 174 77 103 55 210 459 56 59 148 54 53 54 52
internal_value=0 0.00110294 0.000819494 0.000929758 0.0011747 0.000714138 0.000374342 0.00118745 0.000244723 0.00108184 0.000949978 0.00124507 0.00113205 0.00115914 0.00118553 0.0012255 0.00116696 0.000987543 0.00117846 0.00115552 0.00128396 0.00125703 0.00134022 0.000560954
internal_weight=0 2133 431 331 1702 137 254 1649 150 194 108 808 841 708 605 752 550 133 417 358 335 227 108 104
internal_count=2387 2133 431 331 1702 137 254 1649 150 194 108 808 841 708 605 752 550 133 417 358 335 227 108 104
is_linear=0
shrinkage=0.0032998


Tree=7471
num_leaves=21
num_cat=0
split_feature=3 156 4 14 40 4 13 43 1 159 1 151 4 3 43 4 43 4 52 42
split_gain=0.204195 0.18118 0.17221 0.146022 0.123153 0.0989696 0.0967986 0.156955 0.130647 0.094078 0.183543 0.116092 0.152281 0.0822026 0.0775598 0.0980944 0.0710797 0.0705553 0.0589978 0.0403995
threshold=-0.022604999999999997 0.09747500000000002 -0.34140499999999996 -0.075879999999999989 -0.064864999999999992 0.27161500000000005 0.0019650000000000002 -0.10961499999999998 0.08617000000000001 0.082200000000000009 0.10797500000000002 -0.059889999999999992 -9.4999999999999992e-05 -0.14906999999999998 0.066795000000000007 -0.067454999999999987 0.053790000000000011 0.49433000000000005 0.0074400000000000013 -0.072249999999999981
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 3 -1 -2 -4 9 13 19 -9 10 11 -5 -13 -6 16 -16 18 -7 -15 -8
right_child=1 -3 4 5 6 17 7 8 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21
leaf_value=-0.0018970371898559516 -0.0078619397780360315 0.010664110338516643 0.013500086079289186 0.0079460360390327736 0.012046727686251115 -0.006431430858428358 0.0089015349939489431 0.0027672051469715539 -0.0069777935028840802 -0.0022651150439206669 0.011195862962546139 -0.0067549167705805487 0.0048708315904397908 0.0045255841510686273 -0.003816593514105013 0.0057019564608881716 0.011962942180861833 0.0014238573497208069 0.0069893603668126636 0.0029741624993857817
leaf_weight=96 54 54 52 55 57 66 84 97 65 77 79 68 60 626 55 69 53 63 502 55
leaf_count=96 54 54 52 55 57 66 84 97 65 77 79 68 60 626 55 69 53 63 502 55
internal_value=0 0.0013829 0.00502537 0.000419337 0.00541391 0.00137871 0.00515998 0.00241849 -0.00113174 0.00289088 0.00441304 0.00147512 -0.00129131 0.00576453 0.00548876 0.00146553 0.00590966 -0.0025812 0.00562364 0.0065691
internal_weight=0 576 1811 522 1715 468 1663 301 162 339 262 183 128 1362 1305 124 1181 129 1128 139
internal_count=2387 576 1811 522 1715 468 1663 301 162 339 262 183 128 1362 1305 124 1181 129 1128 139
is_linear=0
shrinkage=0.16829


Tree=7472
num_leaves=30
num_cat=0
split_feature=1 12 10 1 3 12 12 16 4 41 48 1 4 4 52 12 4 48 159 52 402 1 3 16 16 52 4 16 151
split_gain=8.54748 2.33878 1.20228 0.907419 0.58981 0.569062 0.500037 0.390555 0.338533 0.255826 0.193053 0.182077 0.147558 0.14015 0.125743 0.110076 0.136643 0.107091 0.0865332 0.0820359 0.0653954 0.0913935 0.0596458 0.0547995 0.0537691 0.0524799 0.0828169 0.0399247 0.0329792
threshold=0.11570500000000002 0.054520000000000006 -0.005834999999999999 0.092810000000000017 -1.0000000180025095e-35 -0.042789999999999988 0.092900000000000024 -0.073494999999999991 0.27044500000000005 0.075585000000000013 0.078910000000000022 1.0000000180025095e-35 0.062150000000000004 -0.078524999999999998 0.13248000000000001 0.086455000000000018 -0.0083249999999999973 0.085510000000000017 -1.0000000180025095e-35 0.44892500000000007 0.10491500000000002 0.087135000000000004 -0.14162499999999997 -0.0093349999999999978 -0.018199999999999997 0.057125000000000002 -0.077889999999999987 -0.073494999999999991 -0.0067699999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 10 17 -4 9 -6 -7 13 11 -1 14 20 22 16 23 -5 -17 -16 21 24 -8 -15 -3 26 -24 -27 -20
right_child=2 6 5 4 7 8 12 -9 -10 -11 -12 -13 -14 15 19 18 -18 -19 28 -21 -22 -23 25 -25 -26 27 -28 -29 -30
leaf_value=0.00086419101753757441 0.00014356319878391574 0.0012433555518154495 0.00043499228505628894 0.00048996959814643216 0.00076295885126806233 0.00089954494893459231 0.0012645604814553891 0.0011320767933212677 0.0005764862995620044 0.0014508861783550306 0.001241015210163539 0.0011286320417264965 0.00097378693047927764 0.001234477742500603 0.00092684515241244836 0.0012304892612486191 0.0013333231059927883 0.00069958026197814848 0.001179185076947303 0.0011135585190242385 0.0013741613434462062 0.0011171559671105382 0.00099087023279744238 0.0010852357074738791 0.0013620271894877972 0.0012631658331018585 0.0011441783695693528 0.0011274680142386846 0.0010870866609764081
leaf_weight=55 67 275 89 56 73 89 52 56 60 53 59 63 86 63 53 96 97 54 69 58 52 59 56 59 58 59 163 54 204
leaf_count=55 67 275 89 56 73 89 52 56 60 53 59 63 86 63 53 96 97 54 69 58 52 59 56 59 58 59 163 54 204
internal_value=0 0.00112643 0.000534713 0.000904744 0.000771605 0.000644678 0.00118177 0.000923469 0.000769691 0.0012239 0.00108432 0.00100567 0.00110303 0.00121221 0.00112541 0.00117783 0.00123837 0.00059319 0.00114181 0.00102472 0.00125765 0.0012421 0.00115442 0.00116259 0.00126413 0.00113706 0.00110514 0.00119863 0.00111049
internal_weight=0 2082 305 416 239 238 1666 129 149 1085 177 118 581 1032 495 588 219 110 369 111 444 392 384 122 333 332 219 113 273
internal_count=2387 2082 305 416 239 238 1666 129 149 1085 177 118 581 1032 495 588 219 110 369 111 444 392 384 122 333 332 219 113 273
is_linear=0
shrinkage=0.0032998


Tree=7473
num_leaves=28
num_cat=0
split_feature=0 0 16 3 3 160 16 376 49 3 160 3 157 49 3 0 3 1446 4 4 43 43 3 52 16 3 160
split_gain=0.345282 0.202965 0.210501 0.117051 0.160776 0.132142 0.110923 0.128921 0.111558 0.108499 0.0992824 0.110264 0.0991531 0.0934611 0.0735558 0.0717862 0.0712405 0.0625066 0.0622332 0.062274 0.0835352 0.0424636 0.04124 0.034615 0.03722 0.032942 0.0101454
threshold=-0.023359999999999995 0.047740000000000012 0.052915000000000011 -0.081224999999999978 -0.082539999999999988 0.11281500000000001 -0.016079999999999994 1.0000000180025095e-35 -0.05529499999999999 -0.082154999999999992 0.066685000000000008 -0.041784999999999996 -0.00046499999999999992 -0.042269999999999995 -0.24098999999999995 -0.10803999999999998 -0.065464999999999982 0.08376500000000002 -0.081289999999999987 -0.085719999999999977 -0.022549999999999997 -0.11741999999999998 -0.038414999999999998 -0.025904999999999994 0.0045450000000000013 -0.087244999999999975 -0.0089499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 15 6 7 10 -8 -6 11 16 -10 -13 -4 -1 -5 18 19 21 -21 -17 26 24 -20 -25 -14
right_child=1 2 14 5 9 -7 8 -9 12 -11 -12 13 22 -15 -16 17 -18 -19 23 20 -22 -23 -24 25 -26 -27 -28
leaf_value=0.009691762462474808 -0.0075728446681030152 -0.0061796650296012251 0.0012031492500612956 0.0038185996499394415 0.017711786770962461 -0.0044573396121868987 0.012748215093979496 -0.0050125145913281922 -0.00013964404287563554 0.0080297718378756593 0.01067630434851923 -0.0061228359497770297 0.0069838144848316311 0.0019761943689758405 0.0095563792341159266 0.0083179872743108455 0.010142180862088316 0.00026822781300977962 0.0084049033720049477 0.01482153985048113 0.0064999848775497875 0.0024927871470050104 0.010717182017115273 -6.6156153074170294e-06 0.0032516651222392044 0.004259015448408599 0.0039101080634455967
leaf_weight=100 96 60 53 335 52 52 70 52 72 92 53 52 63 180 70 59 60 76 79 56 91 92 63 87 83 122 67
leaf_count=100 96 60 53 335 52 52 70 52 72 92 53 52 63 180 70 59 60 76 79 56 91 92 63 87 83 122 67
internal_value=0 -0.00130202 0.00197778 0.00499295 0.00632961 0.00380997 0.00421455 0.00304929 0.00675539 0.0115385 0.00366842 0.00307318 0.00516559 0.00015315 0.00597163 0.00543981 0.00478369 0.00486667 0.00538638 0.00720467 0.00968232 0.00478076 0.00715406 0.00392101 0.00577575 0.00247477 0.00541349
internal_weight=0 279 183 2108 989 1119 1067 732 335 144 680 627 265 232 123 845 395 745 669 298 147 151 193 371 162 209 130
internal_count=2387 279 183 2108 989 1119 1067 732 335 144 680 627 265 232 123 845 395 745 669 298 147 151 193 371 162 209 130
is_linear=0
shrinkage=0.16829


Tree=7474
num_leaves=14
num_cat=0
split_feature=0 0 4 41 13 14 12 15 147 151 157 11 15
split_gain=0.238993 0.140422 0.107523 0.0945103 0.093118 0.150401 0.141371 0.141 0.0734835 0.126913 0.0963555 0.0516805 0.0286182
threshold=-0.023359999999999995 0.047740000000000012 -0.42305999999999994 0.082735000000000017 -0.16392499999999996 0.018475000000000002 -0.088294999999999985 -0.086189999999999989 0.087210000000000024 0.061780000000000009 -0.10151999999999999 0.080705000000000013 -0.095804999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 4 7 6 12 -1 9 10 -8 -3 -6
right_child=1 2 -4 -5 5 -7 8 -9 -10 -11 -12 -13 -14
leaf_value=0.0047902428194790516 -0.0062984121600507311 0.0075932518958185292 -0.0040384473841631637 0.010390379866525553 -0.0048409004536472157 0.012395867148661643 -0.0028353846041475803 -0.006968791844342629 -0.00081991448491471487 0.0124377408719965 0.0045067611050494264 0.00052833092216804649 0.00069082825594501691
leaf_weight=62 96 69 62 67 52 62 52 54 75 56 1575 52 53
leaf_count=62 96 69 62 67 52 62 52 54 75 56 1575 52 53
internal_value=0 -0.00108182 0.00164494 0.00415455 0.00394897 0.00422813 0.00395535 -0.000668303 0.00431395 0.0045438 0.004271 0.00457194 -0.00203158
internal_weight=0 279 183 2108 2041 1925 1863 116 1758 1683 1627 121 105
internal_count=2387 279 183 2108 2041 1925 1863 116 1758 1683 1627 121 105
is_linear=0
shrinkage=0.16829


Tree=7475
num_leaves=19
num_cat=0
split_feature=1 1 124 133 150 1 13 52 1 15 15 15 133 1447 13 52 1210 484
split_gain=11.2264 2.3711 1.12839 0.825335 0.812643 0.968569 0.690073 0.429963 0.288979 0.42534 0.273404 0.212071 0.240469 0.304019 0.198404 0.202896 0.138465 0.116496
threshold=0.109225 0.13630500000000004 -0.043384999999999993 0.085980000000000015 0.087865000000000013 0.085425000000000015 -0.10278499999999999 -1.0000000180025095e-35 0.10491000000000002 -0.15614499999999998 -0.41880499999999993 0.03981500000000001 0.092120000000000021 -0.082659999999999997 0.034905000000000012 -0.08743999999999999 -0.00064999999999999986 0.056325000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 8 -6 -2 -8 9 -4 -3 14 13 -13 17 -16 -14 -11
right_child=1 10 4 -5 5 -7 7 -9 -10 11 -12 12 16 -15 15 -17 -18 -19
leaf_value=0.0010120295235353301 0.00068907935601200123 0.00056559614955422808 0.0016707389472279185 0.00058439066975487315 0.0014071646906503427 0.00085800289576463615 0.0012816060270673026 0.0009454470030814539 0.0011484593177025553 0.0013936441337109977 0.00026792299155184934 0.0017022330537104682 0.0014650202822332336 0.0014360038336925065 0.0013651979636153111 0.0010937519456708843 0.0012798521759602162 0.0012703733228034378
leaf_weight=103 53 60 61 61 69 72 89 80 54 471 78 53 65 527 59 66 166 111
leaf_count=103 53 60 61 61 69 72 89 80 54 471 78 53 65 527 59 66 166 111
internal_value=0 0.000752679 0.00134912 0.000925701 0.00136867 0.00112699 0.00101933 0.00112269 0.00138951 0.00139773 0.000397601 0.00138674 0.0014239 0.00146039 0.00134407 0.00122216 0.00133211 0.00137019
internal_weight=0 421 1877 283 1774 141 222 169 1633 1579 138 1518 811 580 707 125 231 582
internal_count=2298 421 1877 283 1774 141 222 169 1633 1579 138 1518 811 580 707 125 231 582
is_linear=0
shrinkage=0.0032998


Tree=7476
num_leaves=17
num_cat=0
split_feature=2 0 41 12 15 2 43 4 12 160 0 4 133 12 159 15
split_gain=0.257537 0.15218 0.102375 0.086414 0.189208 0.186214 0.191734 0.113249 0.0778475 0.0752065 0.0737474 0.0719242 0.0802434 0.0883157 0.0786853 0.0677114
threshold=0.17000000000000001 -0.23091999999999999 0.083525000000000016 0.083995000000000014 -0.011859999999999997 0.090715000000000004 -0.011584999999999998 -0.38908499999999996 -0.10853999999999998 -0.080384999999999984 -0.067094999999999988 0.0051600000000000005 -0.13668499999999997 0.1072 0.087410000000000015 -0.09693499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 -5 -3 -10 -11 14 -13 -14 15 -9
right_child=-2 2 -4 7 5 -7 -8 11 9 10 -12 12 13 -15 -16 -17
leaf_value=0.011523964609211576 -0.0080870066771695209 0.0097835433911781823 -0.0030605877641024961 0.010374065464329519 0.00028993955559552338 0.0032461287505562652 -0.012769885689790409 0.010472507746445805 0.0075556246811726282 0.0033001348721362176 -0.0030574412101808564 0.0073321399613609428 0.0021339757105978815 -0.0048504914071636094 -0.00088757647906716826 0.0043772351072669446
leaf_weight=63 57 55 73 76 61 99 66 55 77 188 71 53 178 72 76 978
leaf_count=63 57 55 73 76 61 99 66 55 77 188 71 53 178 72 76 978
internal_value=0 0.00335928 0.00312229 0.00333756 0.00165812 -0.00221313 -0.00648291 0.00403273 0.00390031 0.00293194 0.00155039 0.00369014 0.00138355 0.000115263 0.00431873 0.0047035
internal_weight=0 2241 2178 2105 617 226 127 1488 391 336 259 1412 303 250 1109 1033
internal_count=2298 2241 2178 2105 617 226 127 1488 391 336 259 1412 303 250 1109 1033
is_linear=0
shrinkage=0.16829


Tree=7477
num_leaves=23
num_cat=0
split_feature=0 4 147 14 16 12 12 16 3 3 12 47 0 51 50 3 16 4 0 12 42 12
split_gain=0.112635 0.0992127 0.132291 0.12678 0.177376 0.279861 0.254553 0.134086 0.129171 0.105785 0.102109 0.211872 0.131153 0.124978 0.230546 0.0989779 0.13923 0.0707681 0.0953959 0.0739043 0.061188 0.0610505
threshold=-0.23091999999999999 0.0015850000000000003 0.085610000000000006 -0.42214499999999994 -0.054549999999999994 0.092735000000000026 0.10090500000000001 -0.24235499999999996 -0.073444999999999983 0.077930000000000013 0.085965000000000014 0.081320000000000017 -0.14216999999999999 0.055195000000000008 0.097510000000000013 -0.093224999999999988 0.10923000000000001 -0.38908499999999996 -0.084044999999999995 0.088125000000000023 0.077855000000000021 0.094085000000000016
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 2 10 -3 6 -6 7 9 -9 20 11 12 -2 17 -15 -14 -17 -12 19 -19 -5 -20
right_child=1 3 -4 4 5 -7 -8 8 -10 -11 13 -13 15 14 -16 16 -18 18 21 -21 -22 -23
leaf_value=0.0095845989547889664 0.0067535328793645487 0.0078843681511877959 0.010918339175871476 -0.00010316958062543081 -0.011320852279105882 0.0020120833736315918 -0.0068621250298247314 0.0044702446606831384 -0.0070094798241781735 0.012699540802800696 0.01036262848471906 0.0096873822208697891 -0.007824335666361662 -0.006184382182765482 0.0070290883492318858 -0.0019787054209132538 0.006288290370285091 0.011056310060003061 0.0017107709979385661 0.0042976664332542991 0.006303733872864258 0.0053303491211642139
leaf_weight=63 65 62 59 64 88 90 79 57 54 52 58 69 58 88 65 290 72 89 340 97 121 218
leaf_count=63 65 62 59 64 88 90 79 57 54 52 58 69 58 88 65 290 72 89 340 97 121 218
internal_value=0 0.00235881 0.0030904 0.000636271 -0.00010354 -0.00456939 0.00175389 0.00371499 -0.0010983 0.0059769 0.00278315 0.000961245 -0.000276501 0.00383816 -0.000559074 -0.00136876 -0.000329478 0.00467928 0.00423381 0.0075413 0.00407758 0.00312809
internal_weight=0 2235 1568 667 605 178 427 348 111 237 1509 554 485 955 153 420 362 802 744 186 185 558
internal_count=2298 2235 1568 667 605 178 427 348 111 237 1509 554 485 955 153 420 362 802 744 186 185 558
is_linear=0
shrinkage=0.16829


Tree=7478
num_leaves=24
num_cat=0
split_feature=3 3 15 15 123 16 3 3 15 0 50 3 0 42 3 15 3 42 0 3 42 16 159
split_gain=4.43485 1.92064 1.0103 0.974317 0.527111 0.460214 0.407032 0.377849 0.460057 0.349697 0.307165 0.230469 0.248662 0.21953 0.180645 0.101044 0.0902955 0.0787763 0.0979168 0.0778416 0.0637244 0.0539293 0.0132472
threshold=-0.049204999999999992 0.30112000000000005 -0.37478999999999996 -0.24269999999999997 1.0000000180025095e-35 -0.5103049999999999 0.11372500000000001 0.06269000000000001 -1.0000000180025095e-35 -0.079119999999999982 0.089465000000000017 -0.14162499999999997 -0.10023499999999998 -0.026469999999999997 -0.12595999999999999 0.090545000000000014 -0.080049999999999996 0.10017000000000002 -0.067094999999999988 -0.011259999999999997 0.088305000000000008 -0.042349999999999992 0.082200000000000009
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 -1 6 -5 7 13 -9 11 14 -7 -13 -4 -11 -12 20 18 -16 -6 -14 -18 -3
right_child=1 22 4 5 19 9 -8 8 -10 10 15 12 16 -15 17 -17 21 -19 -20 -21 -22 -23 -24
leaf_value=0.00054875861440254663 0.000420918246220963 0.00021464183047172438 0.00094443358892865178 0.00071929559157184295 0.00053737505774510946 0.0012676868133826081 0.00066123817061302065 0.00086443405174037834 0.0012541912430122182 0.00078489439883052271 0.0012174626345942054 0.00086705211352159283 0.0010904027096959468 0.00064446305386361893 0.00091772349186967656 0.0010055686341862984 0.0010328062922137194 0.00086348978845619785 0.0010526738147661379 0.00071049036192219223 0.0010010826036568115 0.00090585688026432239 0.00029361636716777076
leaf_weight=53 87 52 57 60 60 53 71 65 69 100 52 84 573 52 139 53 119 97 113 59 116 62 52
leaf_count=53 87 52 57 60 60 53 71 65 69 100 52 84 573 52 139 53 119 97 113 59 116 62 52
internal_value=0 0.00066434 0.000746246 0.00099049 0.000811531 0.00100491 0.000882678 0.000947234 0.00106539 0.00101587 0.000948634 0.00105282 0.00104085 0.000801652 0.000910622 0.00111084 0.00105759 0.000946546 0.000978377 0.000623501 0.00107542 0.000989516 0.000254468
internal_weight=0 624 520 1674 433 1621 314 243 134 1561 554 1007 954 109 449 105 870 349 252 119 689 181 104
internal_count=2298 624 520 1674 433 1621 314 243 134 1561 554 1007 954 109 449 105 870 349 252 119 689 181 104
is_linear=0
shrinkage=0.0032998


Tree=7479
num_leaves=10
num_cat=0
split_feature=48 48 10 13 0 48 42 50 1213
split_gain=0.13647 0.139677 0.127261 0.119226 0.0858833 0.0909107 0.0754339 0.120666 0.0462873
threshold=0.13723000000000002 0.10911000000000001 -0.092019999999999977 0.25694000000000006 0.13134000000000004 -0.085909999999999986 -0.0043149999999999994 0.089465000000000017 0.084620000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 -8 -7
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.0053635885261323051 -0.0055918548670600698 0.0096560399314950199 0.0097103115368596411 -0.0041656613147730047 0.009654153349868036 0.0038005449117985242 0.0014272584142724714 0.0055273359919879904 0.0079901554085757397
leaf_weight=53 53 87 56 64 57 447 1142 248 91
leaf_count=53 53 87 56 64 57 447 1142 248 91
internal_value=0 0.00303657 0.00276888 0.00297449 0.00319927 0.00301291 0.00281745 0.00216008 0.00451254
internal_weight=0 2245 2158 2105 2041 1984 1928 1390 538
internal_count=2298 2245 2158 2105 2041 1984 1928 1390 538
is_linear=0
shrinkage=0.16829


Tree=7480
num_leaves=24
num_cat=0
split_feature=1 12 47 1 2 1 41 2 12 150 42 150 2 481 2 2 0 43 0 1212 52 12 52
split_gain=11.0567 2.25591 1.0485 0.756382 0.446469 0.387453 0.319005 0.273862 0.304082 0.276985 0.210033 0.173294 0.164587 0.129936 0.126636 0.122982 0.110885 0.139226 0.0985523 0.0803851 0.0778328 0.11739 0.108764
threshold=0.11663000000000003 0.054520000000000006 0.085505000000000012 0.088735000000000022 0.10527500000000002 0.13210500000000003 0.075585000000000013 0.11177500000000001 -0.081914999999999988 0.07536000000000001 0.088200000000000014 0.08926000000000002 0.14983000000000005 -1.0000000180025095e-35 0.090000000000000011 0.09772500000000002 -0.052239999999999988 -0.078139999999999973 -0.086284999999999987 0.088355000000000003 0.024560000000000002 0.093995000000000009 0.10611000000000001
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=1 3 5 15 6 -2 10 8 -5 -10 11 13 -7 18 -15 -1 17 -6 -3 20 21 -12 -22
right_child=2 4 -4 7 16 12 -8 -9 9 -11 19 -13 -14 14 -16 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.0010936342247493296 0.00042069215050650382 0.0013747159514981345 0.00066870665104936625 0.00060933036149399072 0.0010432497541853437 0.00022993315010471044 0.0013690757152254286 0.00056700117251332657 0.0010258287090821772 0.00071343948397058177 0.0010481009765889743 0.00097090144405996472 -1.3081953500982845e-05 0.0011706853012673428 0.0010700064366809077 0.0008908680091835586 0.001063208764229035 0.00082117082362851129 0.0011672024414610032 0.0011797826543108775 0.0012040634470757159 0.00086488635676151317 0.0010359956340769973
leaf_weight=101 82 54 92 62 53 72 60 78 74 55 136 58 52 576 192 52 90 81 54 59 66 57 138
leaf_count=101 82 54 92 62 53 72 60 78 74 55 136 58 52 576 192 52 90 81 54 59 66 57 138
internal_value=0 0.00105509 0.000375597 0.000839131 0.00110951 0.000244523 0.00113084 0.000733311 0.000801044 0.000892913 0.00112053 0.00114933 0.00012774 0.0011611 0.00114556 0.00102495 0.000971278 0.000909271 0.00127129 0.00106146 0.00104378 0.000994174 0.00109054
internal_weight=0 2096 298 422 1674 206 1450 269 191 129 1390 934 124 876 768 153 224 134 108 456 397 193 204
internal_count=2394 2096 298 422 1674 206 1450 269 191 129 1390 934 124 876 768 153 224 134 108 456 397 193 204
is_linear=0
shrinkage=0.0032998


Tree=7481
num_leaves=25
num_cat=0
split_feature=1 12 1 1 12 2 16 1 124 11 16 2 39 2 2 16 399 403 402 51 402 133 2 133
split_gain=9.13653 2.44322 0.987732 0.897933 0.439072 0.368305 0.290965 0.354362 0.210791 0.207551 0.170573 0.178454 0.164802 0.153029 0.139275 0.247314 0.13802 0.0888434 0.0636185 0.0712393 0.0841431 0.0634878 0.0569041 0.0524206
threshold=0.12419000000000001 0.077755000000000005 0.092655000000000015 0.14262000000000002 0.087805000000000008 0.114805 0.032580000000000005 0.083065000000000014 -0.081324999999999981 0.086080000000000018 -0.081354999999999983 0.085465000000000013 0.089650000000000021 0.10406500000000002 0.09772500000000002 -0.034884999999999992 0.088190000000000018 -0.089609999999999981 0.085345000000000018 0.11381000000000001 -0.089154999999999998 0.08622500000000001 0.084825000000000025 -0.073829999999999993
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 2 14 12 6 8 7 10 -4 16 17 -12 -2 -10 15 -1 18 -3 19 20 -6 -13 -19 -20
right_child=3 4 5 -5 9 -7 -8 -9 13 -11 11 21 -14 -15 -16 -17 -18 22 23 -21 -22 -23 -24 -25
leaf_value=0.00089062513653734852 0.00059234627112663362 0.0013595045130934259 0.0006313167452754718 5.726157018084362e-05 0.0011092102236642009 0.00050717925061258143 0.0013545647274625921 0.00091180078583375976 0.00098248442577827618 0.00088682580124290584 0.00098468255203421431 0.0012491149036859899 0.00034893873040959243 0.00074917705407155524 0.00086139318046113465 0.001186038059949738 0.0012058258067382712 0.0012659242721803448 0.0011980895114418629 0.0011438095449644112 0.0010143233569972364 0.0011062773460505716 0.0011372304179517599 0.0010588580033419517
leaf_weight=53 76 52 74 86 134 80 77 69 58 80 88 73 52 70 52 79 73 79 62 74 609 79 92 73
leaf_count=53 76 52 74 86 134 80 77 69 58 80 88 73 52 70 52 79 73 79 62 74 609 79 92 73
internal_value=0 0.00103325 0.000821078 0.000318496 0.00109091 0.000697957 0.0011626 0.00113475 0.000773339 0.00105137 0.0011679 0.00110543 0.000493737 0.00085517 0.00100958 0.00106769 0.00106417 0.00123497 0.00105328 0.0010417 0.00103148 0.00117511 0.00119689 0.00112306
internal_weight=0 2180 466 214 1714 282 609 532 202 1105 463 240 128 128 184 132 1025 223 952 817 743 152 171 135
internal_count=2394 2180 466 214 1714 282 609 532 202 1105 463 240 128 128 184 132 1025 223 952 817 743 152 171 135
is_linear=0
shrinkage=0.0032998


Tree=7482
num_leaves=24
num_cat=0
split_feature=1 3 4 2 4 123 12 3 0 1 0 2 16 13 160 4 43 12 0 3 0 12 0
split_gain=17.3292 4.04582 1.74604 1.38186 1.35079 0.859558 0.725178 0.708273 0.628954 0.599549 0.442012 0.402107 0.32178 0.224496 0.299171 0.231661 0.537717 0.278461 0.141793 0.123873 0.122101 0.176312 0.110404
threshold=0.10342000000000001 -0.06340999999999998 0.005935000000000001 0.14721500000000001 0.30163500000000004 0.086120000000000016 -0.016554999999999997 0.30112000000000005 -0.074544999999999986 0.083555000000000018 0.12500000000000003 0.092495000000000008 -0.11010999999999999 -0.08533499999999998 -0.089549999999999991 -0.042544999999999993 -0.0012249999999999997 0.083325000000000024 -0.08397499999999998 -0.08322499999999998 -0.089044999999999985 0.087045000000000025 -0.087454999999999991
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 4 6 5 19 7 -1 8 -3 11 13 -4 -13 14 -8 17 18 -15 -17 -2 -16 -22 -19
right_child=1 3 9 -5 -6 -7 10 -9 -10 -11 -12 12 -14 15 20 16 -18 22 -20 -21 21 -23 -24
leaf_value=0.0016208712763161697 0.0017511950587530598 0.0012229764213288171 0.0020036031047611018 0.00065521390406565283 0.0012626974990354355 0.00085540954671594401 0.002279107872395368 0.00094335884899888166 0.0016730098531184726 0.0014485524798744968 0.0016852614758420766 0.0018531538452975405 0.0015734075196552177 0.0021996891304509867 0.0019043898646221855 0.0020533853686394996 0.0016626720770844395 0.0021344076605401595 0.0018913812849249592 0.0019772725811862627 0.0021421955088929833 0.0019292342242400843 0.0019725674768944121
leaf_weight=62 56 94 69 77 62 76 66 54 54 76 52 87 99 78 73 134 80 56 123 60 134 69 603
leaf_count=62 56 94 69 77 62 76 66 54 54 76 52 87 99 78 73 134 80 56 123 60 134 69 603
internal_value=0 0.0012513 0.00192637 0.00104746 0.00165765 0.00115597 0.00197353 0.00126888 0.00138742 0.00170827 0.0019884 0.00178553 0.00170445 0.0019995 0.0020752 0.00197537 0.00190171 0.002009 0.00197599 0.00186844 0.00202631 0.00206998 0.00198637
internal_weight=0 533 1861 355 178 278 1530 202 148 331 1468 255 186 1416 342 1074 337 737 257 116 276 203 659
internal_count=2394 533 1861 355 178 278 1530 202 148 331 1468 255 186 1416 342 1074 337 737 257 116 276 203 659
is_linear=0
shrinkage=0.0032998


Tree=7483
num_leaves=14
num_cat=0
split_feature=2 15 150 15 41 49 43 1429 15 52 50 159 49
split_gain=0.273209 0.132998 0.147497 0.137276 0.127461 0.105733 0.0991003 0.08214 0.226055 0.080602 0.134902 0.0867519 0.0661773
threshold=0.16730000000000003 -0.25061999999999995 0.095565000000000011 -0.46319999999999995 0.07831500000000001 0.14321000000000003 -0.082739999999999994 0.083960000000000021 -0.01163 0.28251000000000009 0.10583000000000002 -0.45963999999999994 -0.053904999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 7 -4 9 -9 10 -3 -11 -8
right_child=-2 2 6 -5 -6 -7 12 8 -10 11 -12 -13 -14
leaf_value=0.0052712023365170599 -0.0058149236611429594 0.0068263088363168618 0.0069871867933420833 -0.0047819320358321055 0.013133999092461863 -0.0010464677165421799 0.002349708870896642 0.010578123626688153 -0.0040268512851835084 0.0088443755681737804 0.013391083952977808 0.00078116411424393266 -0.005768708787266299
leaf_weight=94 58 1476 61 65 82 53 61 53 69 56 95 118 53
leaf_count=94 58 1476 61 65 82 53 61 53 69 56 95 118 53
internal_value=0 0.00586268 0.00620604 0.00115013 0.00661586 0.00633654 0.00150748 0.00654709 0.00230321 0.00684277 0.00722443 0.00338655 -0.00140888
internal_weight=0 2336 2177 159 2002 1920 175 1867 122 1745 1571 174 114
internal_count=2394 2336 2177 159 2002 1920 175 1867 122 1745 1571 174 114
is_linear=0
shrinkage=0.16829


Tree=7484
num_leaves=10
num_cat=0
split_feature=1 1375 1429 50 14 4 4 1 12
split_gain=0.248518 0.177882 0.119201 0.111751 0.118643 0.0950745 0.15239 0.111051 0.0152343
threshold=0.14262000000000002 -0.097394999999999982 0.094035000000000021 0.13257000000000002 0.023790000000000002 -0.49269499999999994 -0.13833499999999996 0.11670500000000002 0.08073000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -8 -3
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0044665404301415515 -0.0042308835685761241 0.007757944917026853 -0.0025130713036013407 0.01175619160087509 0.011759701995483459 -0.0022206376534425823 0.0053744064666920626 0.00072224930591182658 0.011844736330525936
leaf_weight=55 86 59 55 76 75 87 1688 160 53
leaf_count=55 86 59 55 76 75 87 1688 160 53
internal_value=0 0.00497184 0.00520305 0.00539695 0.00516834 0.00492596 0.00464825 0.00497259 0.00970791
internal_weight=0 2308 2253 2198 2122 2047 1935 1848 112
internal_count=2394 2308 2253 2198 2122 2047 1935 1848 112
is_linear=0
shrinkage=0.16829


Tree=7485
num_leaves=21
num_cat=0
split_feature=3 13 43 13 402 15 12 48 16 3 13 3 13 11 13 3 15 15 133 16
split_gain=0.232144 0.316887 0.0800919 0.148388 0.0807587 0.121354 0.114366 0.144674 0.190761 0.113073 0.0768259 0.0646642 0.0995133 0.0615321 0.0580178 0.0434231 0.0559184 0.0483433 0.0472424 0.0360969
threshold=0.11372500000000001 -0.11122999999999998 -0.24238999999999997 0.10935500000000002 -0.087759999999999991 -0.06784999999999998 0.083785000000000012 -0.015314999999999997 0.061395000000000012 -0.088714999999999988 -0.48634999999999995 -0.088269999999999987 -0.091914999999999983 0.085630000000000026 0.26379000000000002 -0.00094999999999999989 -0.22805999999999996 -0.16448999999999997 0.089725000000000013 -0.080029999999999976
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 10 14 4 9 15 7 -7 -9 -4 -2 13 -13 -8 -1 16 -6 -17 -18 -11
right_child=1 -3 3 -5 5 6 11 8 -10 19 -12 12 -14 -15 -16 17 18 -19 -20 -21
leaf_value=0.0055398719809323085 0.008438438031169334 -0.01053656122923996 -0.0053554847193528314 -0.0041796175580902494 0.0075281432456608555 0.0013194517346198785 0.0091949626469452744 0.015527671013143099 0.0045590368849959132 0.0072817630974699107 -0.00021680683547266853 -0.0013278765476726804 0.0050131233329545524 0.0031368336123211338 0.013014548932002722 -0.0035895855186894527 0.0037255849757020128 0.0035324106241165628 -0.00082056350711442723 0.0018233578501736705
leaf_weight=69 54 70 52 56 92 52 172 119 73 53 62 79 593 67 53 53 387 55 77 101
leaf_count=69 54 70 52 56 92 52 172 119 73 53 62 79 593 67 53 53 387 55 77 101
internal_value=0 -0.00158777 0.00459654 0.00434914 0.00458589 0.00494394 0.00598786 0.00923282 0.0113667 0.00141557 0.00379687 0.00511677 0.004265 0.00750418 0.00880179 0.00312536 0.00372519 2.07219e-05 0.00296729 0.00371357
internal_weight=0 186 2203 2081 2025 1819 1155 244 192 206 116 911 672 239 122 664 556 108 464 154
internal_count=2389 186 2203 2081 2025 1819 1155 244 192 206 116 911 672 239 122 664 556 108 464 154
is_linear=0
shrinkage=0.16829


Tree=7486
num_leaves=16
num_cat=0
split_feature=1 10 15 47 0 1 16 13 49 1375 0 393 0 1429 157
split_gain=0.192734 0.122998 0.0831274 0.110113 0.0760537 0.145275 0.135796 0.093859 0.0865502 0.0855266 0.0749222 0.0561641 0.0570816 0.0443198 0.0725695
threshold=0.12475000000000001 -0.0087699999999999983 -0.41606999999999994 0.085505000000000012 -0.10417499999999999 0.083065000000000014 -0.011989999999999999 -0.061199999999999991 -0.0087399999999999995 -0.068444999999999992 -0.12608499999999997 0.085075000000000012 -0.096374999999999975 0.087480000000000016 -0.0036449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 10 7 -7 -9 -6 -3 12 -11 14 -14
right_child=2 4 3 -5 9 6 -8 8 -10 11 -12 -13 13 -15 -16
leaf_value=0.011421495295550015 0.0024328238488979348 0.008875753767933715 -0.0089514328452398439 0.0012188474945326222 0.010754804623032577 -0.0039458990277205265 -0.0086079612216942783 -0.00066224115618696033 0.0087519062579685929 0.0081542486939408243 0.00086570804364144308 0.0079912555157013818 0.00051094455534754361 0.0071071059884379017 0.0037650158355772693
leaf_weight=60 90 85 66 55 54 65 53 54 56 78 55 92 233 90 1203
leaf_count=60 90 85 66 55 54 65 53 54 56 78 55 92 233 90 1203
internal_value=0 0.00389337 -0.00142754 -0.00431373 0.00367926 0.00147255 -0.00114104 0.00111011 0.00411408 0.00414227 0.00574178 0.00393067 0.00369665 0.00346763 0.00323827
internal_weight=0 2178 211 121 2118 368 228 175 110 1750 140 1696 1604 1526 1436
internal_count=2389 2178 211 121 2118 368 228 175 110 1750 140 1696 1604 1526 1436
is_linear=0
shrinkage=0.16829


Tree=7487
num_leaves=17
num_cat=0
split_feature=149 1 376 403 1 403 15 1212 403 2 2 1212 15 123 15 1210
split_gain=0.215427 0.156322 0.0899608 0.0722068 0.0674145 0.236458 0.13107 0.100416 0.120054 0.0749991 0.145288 0.0677199 0.0628276 0.050664 0.0604744 0.046402
threshold=0.079000000000000015 0.12475000000000001 0.084545000000000009 -0.54045999999999983 0.077565000000000009 -0.0064299999999999991 0.088315000000000018 0.08790000000000002 -0.083919999999999981 0.086165000000000005 0.096425000000000025 1.0000000180025095e-35 0.089705000000000021 0.086620000000000016 -0.16448999999999997 -0.00064999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 11 -9 12 -11 15 -7 14 -3 -5
right_child=-2 13 -4 4 5 9 -8 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0084189708352741602 0.013077146891389866 -0.0071022212079805153 0.0099423182017502488 0.0073295238793979348 -0.010515050793955474 0.0056467390549976284 0.00014712631827172956 0.013792498973496348 0.0034217167957707158 -0.0057540930236073045 0.0027429022151923563 -0.0021861052838879416 0.00066714509518387213 0.0023661533085250343 -0.00010501573410484858 0.0029549394281665688
leaf_weight=64 57 71 52 75 64 277 66 56 74 73 259 68 98 55 70 910
leaf_count=64 57 71 52 75 64 277 66 56 74 73 259 68 98 55 70 910
internal_value=0 0.00259674 0.00301445 0.00284073 0.0026631 0.0015035 -0.00508813 0.00348202 0.00790295 0.00271809 0.000869176 0.00293452 0.0043502 -0.00194628 -0.00364117 0.00328985
internal_weight=0 2332 2136 2084 2020 837 130 1183 130 707 332 1053 375 196 141 985
internal_count=2389 2332 2136 2084 2020 837 130 1183 130 707 332 1053 375 196 141 985
is_linear=0
shrinkage=0.16829


Tree=7488
num_leaves=21
num_cat=0
split_feature=15 3 39 16 15 3 3 13 3 3 15 50 15 3 15 1447 15 1212 151 15
split_gain=4.47064 1.97131 0.702372 0.398943 0.327373 0.625719 0.564408 0.416985 0.326804 0.25895 0.179039 0.152477 0.134822 0.131772 0.121741 0.085629 0.062796 0.0596876 0.0505081 0.0271999
threshold=-0.24269999999999997 0.10323000000000002 0.081875000000000017 -0.49181999999999998 0.03981500000000001 -0.14619999999999997 -0.11756999999999999 0.06301000000000001 -0.010299999999999998 0.30112000000000005 -0.087404999999999983 0.089915000000000009 -0.14820999999999998 -0.079794999999999991 -0.024814999999999997 -0.082869999999999985 -0.021179999999999997 0.087750000000000009 -0.083294999999999994 0.092855000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 6 -6 7 -2 -5 14 -4 15 -8 18 -3 -7 -15 -17 -14 -13
right_child=1 9 10 8 5 11 12 -9 -10 -11 -12 19 13 16 -16 17 -18 -19 -20 -21
leaf_value=0.00056173318516322299 0.00045676590303277143 0.00070313057988546446 0.00077841860910048057 0.0004033918976272752 0.0012826713633643187 0.0010633968725072432 0.0010467285592141865 0.00080625094808158351 8.2208756539607582e-05 0.00030871574559178779 0.00055823324683677909 0.00085353009737142377 0.00096887134250817639 0.00080116982083470924 0.00047491489332292242 0.00090567173441715538 0.00092594600257168405 0.00099061758877808754 0.00088640275655005253 0.00074857694166800695
leaf_weight=54 63 52 79 63 54 55 53 93 77 56 86 75 124 290 53 493 57 124 332 56
leaf_count=54 63 52 79 63 54 55 53 93 77 56 86 75 124 290 53 493 57 124 332 56
internal_value=0 0.000843244 0.000871088 0.00032035 0.000889363 0.000937217 0.000848804 0.000665339 0.000226993 0.000491254 0.000663869 0.000913942 0.000882198 0.000871295 0.000588272 0.00093436 0.000821768 0.000922801 0.000908906 0.000808934
internal_weight=0 2195 2034 194 1869 857 1012 156 140 161 165 803 856 803 105 672 347 617 456 131
internal_count=2389 2195 2034 194 1869 857 1012 156 140 161 165 803 856 803 105 672 347 617 456 131
is_linear=0
shrinkage=0.0032998


Tree=7489
num_leaves=22
num_cat=0
split_feature=1 2 12 2 0 1 3 2 4 0 39 4 481 50 12 3 0 481 43 43 0
split_gain=6.46439 1.02438 0.786487 0.638375 0.53699 0.324373 0.279784 0.247895 0.152306 0.213636 0.131601 0.111538 0.111264 0.185727 0.1093 0.219654 0.147163 0.0718847 0.0641831 0.0815846 0.0474424
threshold=0.10915500000000002 0.12708000000000003 0.088335000000000011 0.10161500000000002 -0.14454499999999995 0.093890000000000015 -0.1535 0.14823500000000003 -0.46376499999999993 -0.04478999999999999 0.085245000000000015 -0.033449999999999987 -0.0087899999999999975 0.11235500000000001 0.082295000000000021 0.085315000000000016 -0.069389999999999993 -0.09534999999999999 -0.073404999999999984 0.019675000000000002 -0.087404999999999997
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 10 5 -5 6 -1 -3 -6 18 -2 -7 17 14 15 -14 -16 -8 -10 -20 -19
right_child=1 7 -4 4 8 11 12 -9 9 -11 -12 -13 13 -15 16 -17 -18 20 19 -21 -22
leaf_value=0.0011709126842314619 0.00034425785465663159 0.0003683208523579235 0.00082126951474000877 0.00048957394527693321 0.00098227024174329328 0.00087830968358622828 0.00091195375107230663 0.00011130981885732639 0.00091237604669905663 0.00061201167438481024 0.00054094455550364267 0.00070667293590691359 0.0011140020367060906 0.00074302615142516086 0.00093387935061171705 0.00085541405223778677 0.00074973277560664133 0.0011416924896544142 0.00071650439624253062 0.00089399147915025432 0.0010022057662502761
leaf_weight=61 81 87 94 58 64 91 52 78 97 54 71 82 101 58 905 58 52 55 69 53 68
leaf_count=61 81 87 94 58 64 91 52 78 97 54 71 82 101 58 905 58 52 55 69 53 68
internal_value=0 0.00044856 0.000583584 0.000903553 0.000784319 0.000933283 0.000949959 0.000247038 0.000834943 0.000800275 0.000436363 0.00079716 0.000939942 0.000928034 0.000937617 0.0010199 0.00092391 0.00101963 0.000846536 0.000793898 0.00106486
internal_weight=0 411 246 1978 395 1583 1410 165 337 273 152 173 1349 1174 1116 159 957 175 219 122 123
internal_count=2389 411 246 1978 395 1583 1410 165 337 273 152 173 1349 1174 1116 159 957 175 219 122 123
is_linear=0
shrinkage=0.0032998


Tree=7490
num_leaves=24
num_cat=0
split_feature=4 2 15 150 4 123 15 403 42 4 15 42 133 43 16 13 133 15 13 15 133 42 52
split_gain=4.64898 1.66629 0.653025 0.514236 0.447659 0.409601 0.357377 0.283057 0.259315 0.339857 0.543913 0.251501 0.14707 0.118842 0.10044 0.0914829 0.0894248 0.115766 0.085713 0.0778318 0.0712133 0.0560771 0.0428355
threshold=0.30163500000000004 0.14234000000000005 0.03981500000000001 0.082295000000000021 -0.099704999999999974 0.081180000000000016 -0.41309499999999993 -0.082299999999999984 0.077855000000000021 -0.26545999999999997 -0.035449999999999988 0.083985000000000018 0.022390000000000004 -0.073959999999999984 -0.082739999999999994 0.085880000000000012 -0.014614999999999998 0.091230000000000019 -0.0074049999999999993 0.090725000000000014 0.41553500000000004 0.086555000000000007 0.086285000000000014
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=1 2 5 6 -4 7 18 -1 9 15 -11 -10 13 -6 -14 -9 17 -15 -2 -18 22 -13 -16
right_child=3 -3 4 -5 12 -7 -8 8 11 10 -12 21 14 16 20 -17 19 -19 -20 -21 -22 -23 -24
leaf_value=0.00079081373002555728 0.00046441338705555373 0.00051416368339583579 0.0013143948466722026 0.00079121586704100058 0.00094754367266298534 0.00075438153109947889 0.00022302452796260004 0.0011692884458356413 0.0012331365480164334 0.00095917771979008081 0.00065380528260427584 0.0010734046783635748 0.00086504835585569006 0.0011186766659431035 0.0011400138251747819 0.00097966365068856811 0.0011085602882884582 0.00097314007673672889 0.0006390802168932579 0.001266409856797048 0.00094572747920933155 0.0009926253684692857 0.0010118280905097627
leaf_weight=81 82 76 83 59 59 96 59 70 69 262 85 151 56 211 66 52 86 90 52 66 80 340 66
leaf_count=81 82 76 83 59 59 96 59 70 69 262 85 151 56 211 66 52 86 90 52 66 80 340 66
internal_value=0 0.000994975 0.00101262 0.000520873 0.00108225 0.000962763 0.000438047 0.000980754 0.000995671 0.00093769 0.000884476 0.00104417 0.0010575 0.00109099 0.000993389 0.00108875 0.0011096 0.00107528 0.000532457 0.00117733 0.00102712 0.00101754 0.00107619
internal_weight=0 2145 2069 252 863 1206 193 1110 1029 469 347 560 780 512 268 122 453 301 134 152 212 491 132
internal_count=2397 2145 2069 252 863 1206 193 1110 1029 469 347 560 780 512 268 122 453 301 134 152 212 491 132
is_linear=0
shrinkage=0.0032998


Tree=7491
num_leaves=29
num_cat=0
split_feature=1 52 2 52 2 47 52 158 15 2 52 52 52 15 49 1 42 484 42 16 1 401 2 49 133 1 50 475
split_gain=12.1225 2.6436 1.7742 0.867172 0.569368 0.534059 0.524394 0.456117 0.378105 0.454969 0.409955 0.356028 0.312584 0.292834 0.265447 0.25608 0.23833 0.22025 0.206421 0.193055 0.169069 0.158272 0.17144 0.113363 0.111345 0.0823344 0.0767982 0.0520758
threshold=0.10538500000000002 -0.40809499999999993 0.14271500000000001 0.12431000000000002 0.099675000000000014 1.0000000180025095e-35 -0.45478499999999994 0.098790000000000003 1.0000000180025095e-35 0.084175000000000014 -0.080429999999999988 -0.011499999999999998 0.024560000000000002 -0.071974999999999983 -0.046019999999999998 0.11421000000000002 0.08622500000000001 -0.060519999999999997 0.090185000000000015 -0.038799999999999994 0.078015000000000015 0.076785000000000006 0.084095000000000017 0.085805000000000006 0.032620000000000003 0.087265000000000009 0.089465000000000017 -0.0034549999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 14 -6 8 9 10 -1 -10 13 -8 -3 -16 -9 27 -14 -12 23 24 -23 -19 25 -13 -26 -11
right_child=1 2 -4 -5 6 -7 12 16 11 17 19 21 18 -15 15 -17 -18 20 -20 -21 -22 22 -24 -25 26 -27 -28 -29
leaf_value=0.00064512681595401788 0.0011622761876927952 0.00052748536577122945 1.9551996271514921e-05 0.00088373554666229873 0.0011968579180162624 0.00068430551384643531 0.00058326110934666525 0.0014693695460294334 0.0014008666773289125 0.0012849939347160508 0.00087039539319933555 0.0011572148041580118 0.0010913717545386345 0.00089067406580176675 9.5376776858500044e-05 0.00038434664424708074 0.0011508726125162626 0.0011290274429894443 0.00084479959235056066 0.0011404237317489119 0.00088976379380378801 0.0013629017366135459 0.0011102952273726132 0.0010004115392884133 0.00098666124062358877 0.0010258459461415222 0.0011399202936154059 0.0011367530582499375
leaf_weight=56 57 70 100 59 79 75 52 52 52 52 68 251 99 101 53 92 54 173 62 53 72 55 69 146 151 73 52 69
leaf_count=56 57 70 100 59 79 75 52 52 52 52 68 251 99 101 53 92 54 173 62 53 72 55 69 146 151 73 52 69
internal_value=0 0.000492527 0.000407424 0.000518462 0.00106771 0.000444026 0.000955226 0.0010972 0.00108116 0.00102569 0.000880378 0.00113547 0.000894321 0.000786424 0.000360043 0.000278966 0.00130745 0.00107586 0.000996637 0.000988963 0.00103712 0.00111422 0.00122262 0.00107027 0.00108864 0.00112773 0.00102609 0.00120075
internal_weight=0 506 449 349 1891 290 393 1498 1392 689 177 703 314 153 215 145 106 512 161 121 391 651 124 319 527 324 203 121
internal_count=2397 506 449 349 1891 290 393 1498 1392 689 177 703 314 153 215 145 106 512 161 121 391 651 124 319 527 324 203 121
is_linear=0
shrinkage=0.0032998


Tree=7492
num_leaves=17
num_cat=0
split_feature=10 481 14 42 402 403 43 155 12 12 13 13 2 13 13 129
split_gain=0.220892 0.123112 0.116854 0.133951 0.132531 0.176015 0.106063 0.0934158 0.0993371 0.0761107 0.0570417 0.0543318 0.0389197 0.0372457 0.0404598 0.0235607
threshold=-0.0091199999999999979 -0.085804999999999979 0.076175000000000007 -0.04825999999999999 -0.087759999999999991 -0.10098499999999998 -0.17922499999999997 0.098655000000000007 0.083970000000000017 0.093765000000000015 -0.0027149999999999995 0.004745000000000001 0.085075000000000026 -0.0082249999999999979 -0.014449999999999999 0.083580000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 -5 -6 8 -8 -9 13 -12 -13 14 -3 -14
right_child=1 2 -4 4 6 -7 7 9 -10 -11 11 12 15 -15 -16 -17
leaf_value=-0.0033451817975189472 0.010626429580750728 0.0097080758763152444 0.011173486384332926 0.0041843593955520515 -0.0025627752449953987 -0.0088225268288509712 0.0018512464896721392 0.013595344370468991 0.004861787768139946 0.0046631770426126158 0.0013004612433635493 0.0026578157406093443 0.0063414345600340018 0.012244060014055648 0.0036806761010209641 0.010881925482512331
leaf_weight=102 94 78 70 62 69 56 485 52 874 58 78 54 93 64 55 53
leaf_count=102 94 78 70 62 69 56 485 52 874 58 78 54 93 64 55 53
internal_value=0 0.0046486 0.00439249 0.0041689 0.00345206 -0.00197318 0.00386947 0.00417282 0.00378871 0.00890199 0.00666425 0.00509656 0.00656805 0.00886741 0.00722905 0.008002
internal_weight=0 2295 2201 2131 1656 118 1538 1469 1359 110 475 278 200 197 133 146
internal_count=2397 2295 2201 2131 1656 118 1538 1469 1359 110 475 278 200 197 133 146
is_linear=0
shrinkage=0.16829


Tree=7493
num_leaves=16
num_cat=0
split_feature=1 9 158 2 133 155 0 394 48 128 1 4 0 2 1213
split_gain=0.173533 0.10777 0.114077 0.18466 0.100316 0.101767 0.0941275 0.0939378 0.0911872 0.0820369 0.080135 0.078744 0.0374278 0.0364135 0.0207899
threshold=0.15067500000000003 -1.0000000180025095e-35 0.098790000000000003 0.083815000000000014 -0.07218999999999999 0.083440000000000014 -0.22022999999999995 -0.08452999999999998 -1.0000000180025095e-35 0.088305000000000008 0.10234000000000001 -0.084824999999999984 -0.081854999999999997 0.084175000000000014 -0.091914999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 6 -6 -3 -8 -10 -7 -9 -5 -13 -15
right_child=-2 2 3 12 5 10 8 11 9 -11 -12 13 -14 14 -16
leaf_value=-0.003349472056848568 -0.0060183987322195024 -0.00028694193427900299 0.015704265511504809 0.00086129560512754799 -0.0025527535495422555 0.003852981463260477 0.008414506884606588 0.013068010906380113 0.0023077237067827975 0.0075211102542209933 0.011782482077062173 0.0094252765137417972 0.0071410464655669642 0.0020794518204952277 0.0058314335195907372
leaf_weight=58 52 58 60 54 92 85 83 52 1281 92 64 68 55 56 187
leaf_count=58 52 58 60 54 92 85 83 52 1281 92 64 68 55 56 187
internal_value=0 0.00379771 0.00397976 0.00819596 0.00364249 0.00306344 0.00265729 0.00597229 0.00298773 0.00265836 0.007271 0.00697734 0.00404646 0.00595318 0.00497417
internal_weight=0 2345 2287 169 2118 1697 1548 421 1456 1373 149 363 109 311 243
internal_count=2397 2345 2287 169 2118 1697 1548 421 1456 1373 149 363 109 311 243
is_linear=0
shrinkage=0.16829


Tree=7494
num_leaves=29
num_cat=0
split_feature=1 52 1 124 47 0 15 0 43 15 133 49 16 43 0 475 1 49 42 0 42 43 1447 15 16 52 43 402
split_gain=10.3972 2.83227 1.65925 1.14334 0.801389 0.714672 0.425909 0.432933 0.412061 0.50926 0.533052 0.410709 0.404482 0.328878 0.352157 0.277453 0.251091 0.23715 0.0818489 0.0903655 0.0798851 0.106029 0.0757261 0.153609 0.0544724 0.0419682 0.0442623 0.0232039
threshold=0.10538500000000002 -0.40809499999999993 0.13662500000000002 -0.043384999999999993 0.078345000000000012 -0.079119999999999982 0.083185000000000023 -0.11208499999999998 -0.072174999999999975 -0.12431499999999999 -0.0082649999999999998 -0.0019649999999999997 -0.043889999999999992 -0.08423499999999999 -0.060199999999999997 -0.08230999999999998 0.15067500000000003 -0.0036199999999999995 0.086555000000000007 -0.088269999999999987 0.11819500000000001 0.079170000000000018 -0.010529999999999999 0.091570000000000012 -0.064539999999999986 -0.091784999999999992 -0.08231999999999999 0.0064150000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 11 6 8 -8 18 -10 -11 -3 -13 14 -7 -15 -4 -12 25 -20 21 24 -9 27 -17 -5 -27 -24
right_child=1 2 16 5 -6 13 7 22 9 10 17 12 -14 15 -16 20 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29
leaf_value=0.00073769013451702528 0.0012711622326314013 0.00067050008236055596 0.00029459115587735044 0.001296205398144449 0.00087343006535427865 0.0010415361596300358 0.0015340735103841711 0.001321110098577155 0.0012566027665913294 0.0011173091433956831 0.00092527252229690862 0.00055760264835575844 0.00017828690204722218 0.0013017926283273341 0.00069960589074619627 0.0010284057604948943 0 0.00060684844235671409 0.0010181247306407938 0.0011911177364425684 0.00093435272536983793 0.0009432871004006765 0.0012064630746289162 0.0010480119003449329 0.0011310421701641936 0.0011591465953902521 0.0012766330090256668 0.001278481123867555
leaf_weight=86 57 98 80 70 95 75 52 68 71 88 52 67 57 54 60 97 52 52 61 85 63 65 254 67 185 140 58 88
leaf_count=86 57 98 80 70 95 75 52 68 71 88 52 67 57 54 60 97 52 52 61 85 63 65 254 67 185 140 58 88
internal_value=0 0.000577883 0.000489794 0.0011106 0.000619282 0.00112835 0.00117484 0.00124558 0.0011195 0.00101642 0.000927416 0.000510366 0.000383524 0.00103468 0.000889828 0.00107675 0.00017856 0.000766399 0.00118491 0.00111908 0.00104703 0.00106738 0.00121406 0.00119617 0.00109586 0.00122063 0.00119374 0.0012251
internal_weight=0 506 449 1891 317 1805 1206 529 677 263 192 222 124 599 135 464 132 104 414 146 410 347 477 409 282 268 198 342
internal_count=2397 506 449 1891 317 1805 1206 529 677 263 192 222 124 599 135 464 132 104 414 146 410 347 477 409 282 268 198 342
is_linear=0
shrinkage=0.0032998


Tree=7495
num_leaves=15
num_cat=0
split_feature=12 15 1211 12 133 133 13 484 484 2 49 15 15 0
split_gain=0.121265 0.156412 0.103667 0.224432 0.0834588 0.112963 0.0885939 0.0815403 0.100034 0.0736256 0.0680258 0.0595043 0.0546475 0.017935
threshold=0.11999500000000002 -0.37478999999999996 0.077345000000000011 0.087905000000000025 0.11667000000000001 0.10209000000000001 -0.050754999999999995 -0.012019999999999998 -0.075059999999999974 -0.033169999999999991 0.0047850000000000011 -0.47252999999999995 0.016500000000000004 -0.073399999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 5 7 -6 8 10 -9 -3 -1 -11 -8
right_child=-2 2 3 -5 6 -7 13 9 -10 12 -12 -13 -14 -15
leaf_value=0.0035655560665066063 0.011005881567829492 0.0080548731307463761 0.018366626350819561 0.0046053273485283808 -0.0027670359539207008 0.012427562945471808 0.0029068494661118344 0.010840901276571242 0.014515913853592329 0.0035576075727451134 0.0014498836694318696 -0.00313984079311654 0.0057856207689909803 0.0069365870729073522
leaf_weight=67 101 167 54 90 74 64 85 53 52 816 61 85 513 52
leaf_count=67 101 167 54 90 74 64 85 53 52 816 61 85 513 52
internal_value=0 0.00502771 0.00540839 0.00977829 0.0050826 0.0054694 0.00191007 0.00520037 0.00782867 0.00466656 0.00629563 -0.000172353 0.00441898 0.0044495
internal_weight=0 2233 2081 144 1937 1726 211 1662 280 1382 228 152 1329 137
internal_count=2334 2233 2081 144 1937 1726 211 1662 280 1382 228 152 1329 137
is_linear=0
shrinkage=0.16829


Tree=7496
num_leaves=17
num_cat=0
split_feature=1 3 4 4 39 15 3 39 3 42 132 403 4 4 3 39
split_gain=5.92533 1.89529 0.798601 0.679896 0.354408 0.427019 0.251206 0.244739 0.258407 0.194695 0.151957 0.125088 0.119569 0.102081 0.127909 0.0994876
threshold=0.098370000000000027 -0.049204999999999992 -0.15618499999999999 -0.036279999999999993 0.087880000000000014 -0.087404999999999983 -0.10468499999999999 0.081875000000000017 0.091170000000000015 0.12160000000000001 0.10027500000000002 -0.52374999999999983 0.40124500000000002 -0.21586499999999997 -0.085044999999999996 0.10616500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 5 12 -5 8 9 10 11 -1 -4 -13 -15 -6
right_child=1 2 4 6 15 -7 -8 -9 -10 -11 -12 13 -14 14 -16 -17
leaf_value=0.0008612792264024202 0.0010600226916854479 0.00081756065308124062 0.00067189158512952988 0.00055209246801479295 0.00014350859311522242 0.00025286891446240874 0.00081598055400254003 0.00078011409818249083 0.00076077182210240756 0.00077908935662038194 0.00084741039783283768 0.0011363317749672134 0.00047165105893189388 0.00095149357856870291 0.001020871923040689 0.00033859899363308815
leaf_weight=77 81 52 65 78 65 72 82 79 63 53 85 62 69 485 814 52
leaf_count=77 81 52 65 78 65 72 82 79 63 53 85 62 69 485 814 52
internal_value=0 0.000584398 0.000437461 0.000812888 0.00037616 0.000458708 0.000687555 0.000961793 0.000970529 0.000978891 0.000985821 0.000993978 0.000569046 0.00100146 0.000994996 0.000230517
internal_weight=0 616 375 241 323 206 160 1718 1639 1576 1523 1438 134 1361 1299 117
internal_count=2334 616 375 241 323 206 160 1718 1639 1576 1523 1438 134 1361 1299 117
is_linear=0
shrinkage=0.0032998


Tree=7497
num_leaves=16
num_cat=0
split_feature=4 3 123 3 3 14 4 0 3 0 0 0 157 0 4
split_gain=5.94624 2.05115 1.58936 0.379777 0.358911 0.339035 0.304413 0.760329 0.273004 0.211902 0.431599 0.188972 0.146437 0.125283 0.0548911
threshold=0.30163500000000004 0.11191000000000002 1.0000000180025095e-35 0.12178000000000001 -0.011259999999999997 0.076175000000000007 -0.42305999999999994 -0.040094999999999992 0.25468500000000005 -0.037224999999999994 -0.10075499999999998 -0.077639999999999987 -1.0000000180025095e-35 -0.10490499999999998 -0.013125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 -4 6 12 11 -3 10 -2 13 -1 -8 -13
right_child=3 8 4 -5 -6 -7 7 -9 -10 -11 -12 14 -14 -15 -16
leaf_value=0.0010013814841517703 0.0003463003271553568 0.0004085361727066144 0.00017086718906763292 -7.9186318881715057e-05 0.00053505587162172433 0.00097220512348608797 0.00066876695861729015 0.0003653800442759096 7.4205162753373629e-05 0.0003802508218526756 -4.3097141291210405e-05 0.00069568126638931585 0.00076495255027624618 0.00076590507582444752 0.0006107765488252417
leaf_weight=63 59 54 63 61 56 65 176 65 53 61 65 282 56 1024 131
leaf_count=63 59 54 63 61 56 65 176 65 53 61 65 282 56 1024 131
internal_value=0 0.000688774 0.00071282 0.000146179 0.000342546 0.000736465 0.000727918 0.000716373 0.000243262 0.00022068 0.000141897 0.000730496 0.000890417 0.000751688 0.000668836
internal_weight=0 2088 1981 246 119 1862 1797 1678 107 185 124 1613 119 1200 413
internal_count=2334 2088 1981 246 119 1862 1797 1678 107 185 124 1613 119 1200 413
is_linear=0
shrinkage=0.0032998


Tree=7498
num_leaves=17
num_cat=0
split_feature=4 49 151 150 133 16 12 483 133 12 4 16 133 133 1 16
split_gain=0.123603 0.113395 0.123914 0.095055 0.0801181 0.092983 0.150658 0.110269 0.0794813 0.0683226 0.0582679 0.0546912 0.0686611 0.0732508 0.0510992 0.0320928
threshold=0.26900000000000007 -0.15378499999999998 0.009020000000000002 0.10348 0.089725000000000013 -0.088504999999999986 0.090715000000000018 -1.0000000180025095e-35 -0.11008499999999999 0.1087 0.53076500000000015 -0.082739999999999994 0.10209000000000001 0.4028000000000001 0.11230000000000001 -0.41863499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -7 -3 -9 14 -6 -13 -14 -2 -16
right_child=10 2 -4 -5 11 7 -8 9 -10 -11 -12 12 13 -15 15 -17
leaf_value=0.013397309276673163 0.0039662068979044651 0.015510878527122005 -0.00081835782396626124 0.013017437470646237 0.00016153531393415957 0.011024403187758745 0.0021211351806216736 0.0046434210263586132 0.0088803739313948367 0.010085805865141372 0.006330868732099152 0.00040337777166255591 0.0093949490684408828 0.0034051260598479756 -0.00445444803274262 0.00095233581245554903
leaf_weight=56 81 68 79 53 97 96 79 925 222 71 69 78 109 126 56 69
leaf_count=56 81 68 79 53 97 96 79 925 222 71 69 78 109 126 56 69
internal_value=0 0.00590436 0.00569397 0.0059623 0.00576149 0.00634657 0.00866489 0.00556153 0.0104413 0.00503319 0.0020951 0.00367224 0.00475448 0.00619103 0.000667596 -0.00145553
internal_weight=0 2059 2003 1924 1871 1461 369 1092 290 996 275 410 313 235 206 125
internal_count=2334 2059 2003 1924 1871 1461 369 1092 290 996 275 410 313 235 206 125
is_linear=0
shrinkage=0.16829


Tree=7499
num_leaves=16
num_cat=0
split_feature=3 2 457 4 3 16 51 51 160 4 3 47 15 42 4
split_gain=0.101482 0.0971473 0.0887005 0.119976 0.143516 0.0903955 0.115253 0.125355 0.115182 0.1049 0.0839681 0.07849 0.0847504 0.191976 0.0334783
threshold=0.30112000000000005 -0.055814999999999997 0.097135000000000013 0.26900000000000007 0.0037100000000000002 -0.088504999999999986 0.094975000000000018 -0.085574999999999984 -1.0000000180025095e-35 0.032965000000000001 -0.10122999999999999 0.085505000000000012 0.09116500000000001 0.087865000000000013 0.50609000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 14 11 7 9 -8 -7 -9 12 13 -3 -5
right_child=-2 2 -4 4 -6 6 8 10 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.010865469212882168 -0.00089142762607867477 0.0064960487216573362 0.010430845234602451 0.00086438239723248044 -0.0066864115586471005 0.0085563186932614398 0.002949340832983718 -0.0016633544074730864 0.013001463882014666 0.0016862942917408852 0.0032503380550123798 0.0018851492152699742 0.0019617238715712521 0.015993987064834635 0.0065154736594996336
leaf_weight=72 93 241 71 65 58 221 56 110 78 89 906 77 60 81 56
leaf_count=72 93 241 71 65 58 221 56 110 78 89 906 77 60 81 56
internal_value=0 0.00476581 0.0045625 0.00436305 0.000185696 0.00475177 0.00410105 0.00362342 0.00881398 0.00658975 0.00271658 0.00681767 0.00780722 0.00889086 0.00349461
internal_weight=0 2241 2169 2098 179 1919 1460 1326 134 310 1016 459 382 322 121
internal_count=2334 2241 2169 2098 179 1919 1460 1326 134 310 1016 459 382 322 121
is_linear=0
shrinkage=0.16829


Tree=7500
num_leaves=26
num_cat=0
split_feature=1 12 12 48 402 1213 0 16 51 15 16 1 12 15 0 133 52 16 1 12 124 12 133 12 12
split_gain=0.143423 0.181276 0.107746 0.109666 0.0988619 0.10907 0.0891901 0.310846 0.118083 0.112166 0.0878304 0.0798613 0.0886435 0.0740543 0.0723279 0.125055 0.137129 0.0978856 0.0761792 0.0754743 0.0668253 0.0515572 0.0502432 0.0455538 0.027481
threshold=0.090670000000000014 0.082295000000000021 -0.085719999999999977 -0.065224999999999991 0.11232500000000002 0.10948000000000001 -0.082784999999999984 -0.057579999999999992 0.035765000000000012 -0.099329999999999988 0.0060650000000000009 0.11000000000000001 0.092215000000000005 -0.0053099999999999996 -0.086224999999999982 -0.029034999999999995 0.060365000000000009 -0.15323999999999996 0.081540000000000015 0.086115000000000011 -0.082654999999999992 0.084595000000000017 0.015045000000000001 0.094185000000000005 0.088365000000000013
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=1 10 20 -4 5 14 7 9 11 -5 13 23 -13 -1 17 16 -16 -3 21 22 -2 -17 -19 -8 -21
right_child=2 4 3 6 -6 -7 8 -9 -10 -11 -12 12 -14 -15 15 18 -18 19 -20 24 -22 -23 -24 -25 -26
leaf_value=0.0081186081595101371 0.0010035032776613345 -0.00034436144975555285 0.009180199383551935 -0.00068342919825898599 0.0092818623491513572 -0.0038124157030572157 -0.00050961119343917644 -0.010150102555007019 -0.0027079530870453804 0.0085627322102813513 0.0037038779854210936 0.012893203084246043 0.0039691924624523228 0.016441391120500342 0.0043083763498083872 -0.0015302051440631334 -0.0067450032760059979 0.012507254100165748 0.0084879261584416901 0.0019439176896667587 -0.0058207222084197272 0.0033579980333125511 0.0063410538220422859 0.0048392610313522039 0.0058732913168693234
leaf_weight=76 78 76 60 86 77 62 84 72 77 65 61 56 74 52 53 70 79 69 74 91 84 457 86 96 118
leaf_count=76 78 76 60 86 77 62 84 72 77 65 61 56 74 52 53 70 79 69 74 91 84 457 86 96 118
internal_value=0 0.00412406 0.00136554 0.00230865 0.0034199 0.00305297 0.00162982 -0.00104486 0.00317568 0.00328481 0.00900263 0.0046429 0.0078272 0.0115138 0.00341737 0.00238893 -0.00229329 0.00512659 0.0034203 0.00627381 -0.00252389 0.0027053 0.0090976 0.00233314 0.00417101
internal_weight=0 1501 832 670 1312 1235 610 223 387 151 189 310 130 128 1173 733 132 440 601 364 162 527 155 180 209
internal_count=2333 1501 832 670 1312 1235 610 223 387 151 189 310 130 128 1173 733 132 440 601 364 162 527 155 180 209
is_linear=0
shrinkage=0.16829


Tree=7501
num_leaves=12
num_cat=0
split_feature=9 484 1375 484 1213 401 13 43 13 11 43
split_gain=0.11317 0.096403 0.125945 0.099905 0.0738806 0.1064 0.176871 0.176045 0.163039 0.138952 0.0587132
threshold=-1.0000000180025095e-35 0.091180000000000011 -0.090674999999999992 0.11182500000000002 -0.12077499999999998 0.080190000000000011 -0.071839999999999987 -0.34140499999999996 0.10809000000000001 0.077415000000000012 -0.0018599999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 10 7 -7 -6 9 -9 -4
right_child=1 3 4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.004299296756351551 -0.0056682405524964051 0.011220191953360298 0.010784993447918388 0.0029601765590402478 0.011227409843879913 0.0048421291099162225 -0.0069458706439554452 0.0023966004442300764 -0.0053420808822281724 0.0083515453523387833 0.0030213480974448067
leaf_weight=65 52 76 56 93 68 63 84 1528 72 120 56
leaf_count=65 52 76 56 93 68 63 84 1528 72 120 56
internal_value=0 0.00281228 0.00249958 0.00668537 0.00270795 0.00246327 -0.00188165 0.00282149 0.00248812 0.0028313 0.00691921
internal_weight=0 2268 2099 169 2047 1935 147 1788 1720 1648 112
internal_count=2333 2268 2099 169 2047 1935 147 1788 1720 1648 112
is_linear=0
shrinkage=0.16829


Tree=7502
num_leaves=17
num_cat=0
split_feature=10 11 2 3 0 159 0 3 16 12 1 1 1 1212 13 3
split_gain=0.134487 0.115356 0.137939 0.15718 0.128805 0.127413 0.125449 0.11044 0.102902 0.101118 0.0908153 0.0736402 0.15432 0.0720453 0.0640486 0.0348925
threshold=0.058500000000000003 0.094350000000000003 0.10272000000000002 0.0065900000000000012 0.09395000000000002 -0.019465 -0.034179999999999995 -0.010599999999999998 0.014185000000000001 0.082295000000000021 0.11039500000000001 0.098420000000000021 0.11224000000000002 0.089995000000000019 -0.009329999999999998 -0.072579999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -4 11 9 -5 14 13 15 -13 -11 -1 -7
right_child=-2 -3 4 8 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16 -17
leaf_value=0.011344276423920397 -0.0059644890895955427 0.0098592955809524863 -0.0061700492424861166 0.012154103444630108 -0.0075161728416427084 0.0057060685532748885 0.0094096596369301674 -0.0049928616876585364 0.0026127265042192637 0.0024599304182789036 0.0083760610289180804 -0.0072910804861716907 0.0019651251932119832 -0.0015422597753832891 0.0034438031731601733 0.00083304010609275346
leaf_weight=60 56 57 65 83 59 89 54 54 53 1130 67 78 147 143 58 80
leaf_count=60 56 57 65 83 59 89 54 54 53 1130 67 78 147 143 58 80
internal_value=0 0.0023749 0.00218193 0.00296348 -6.66787e-05 0.000786584 0.00179993 0.00246888 0.00844898 0.00274648 0.00232864 0.000752409 -0.00123571 0.00200894 0.00747622 0.00340994
internal_weight=0 2277 2220 1648 572 513 448 1512 136 1458 1340 394 225 1273 118 169
internal_count=2333 2277 2220 1648 572 513 448 1512 136 1458 1340 394 225 1273 118 169
is_linear=0
shrinkage=0.16829


Tree=7503
num_leaves=24
num_cat=0
split_feature=2 2 2 0 2 13 2 49 155 0 51 0 51 1446 2 0 2 131 133 43 52 0 43
split_gain=7.97794 3.25457 1.83777 1.23272 0.721903 0.45757 0.173724 0.155427 0.154371 0.149771 0.254594 0.184419 0.157771 0.116795 0.141533 0.125999 0.121533 0.107723 0.116687 0.10108 0.199139 0.00999658 0.00944604
threshold=0.13631000000000001 -1.0000000180025095e-35 0.10161500000000002 -0.12118 -0.079939999999999983 -0.091984999999999983 0.15020000000000003 -0.052259999999999994 0.10772000000000002 -0.082884999999999986 -0.094874999999999987 -0.037224999999999994 -0.087539999999999993 0.086015000000000008 0.064660000000000009 -0.09194999999999999 0.095545000000000005 0.089915000000000009 0.0035300000000000006 -0.073574999999999988 -0.062629999999999977 -0.069734999999999978 -0.072469999999999993
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=1 4 9 7 -1 -2 -7 -4 19 12 -11 17 -3 14 15 -14 -16 18 -12 21 -21 -5 -19
right_child=5 2 3 8 -6 6 -8 -9 -10 10 11 -13 13 -15 16 -17 -18 22 -20 20 -22 -23 -24
leaf_value=0.00065810050962286995 -6.0044443388496603e-05 0.001208718451421151 0.00070290851062629691 0.00099907078242447863 0.00018146328719200583 0.0004398913684937213 0.00017952760877473672 0.00047893515632963678 0.0010739098164889032 0.00082183249133982125 0.00092198888407708031 0.0011954969400853183 0.00081696737747186392 0.0011939848927622686 0.0010776057707110869 0.0010270381929874727 0.00090601059321209843 0.0011337789430589547 0.0010353491750335929 0.00065855341742919449 0.00091367118615548915 0.00091922225551248837 0.0010533678760121232
leaf_weight=89 52 81 53 58 57 58 55 99 59 79 211 63 55 62 547 80 52 60 206 52 100 53 52
leaf_count=89 52 81 53 58 57 58 55 99 59 79 211 63 55 62 547 80 52 60 206 52 100 53 52
internal_value=0 0.000948516 0.000982887 0.00080278 0.000472257 0.000195548 0.000313477 0.000557263 0.000918566 0.00103801 0.00100006 0.00102378 0.00106701 0.00105255 0.00104055 0.000941715 0.00106277 0.00100327 0.000978074 0.000883584 0.000826626 0.000961262 0.00109676
internal_weight=0 2168 2022 474 146 165 113 152 322 1548 671 592 877 796 734 135 599 529 417 263 152 111 112
internal_count=2333 2168 2022 474 146 165 113 152 322 1548 671 592 877 796 734 135 599 529 417 263 152 111 112
is_linear=0
shrinkage=0.0032998


Tree=7504
num_leaves=10
num_cat=0
split_feature=10 9 484 1375 11 151 13 157 160
split_gain=0.102367 0.109173 0.10252 0.110298 0.0792347 0.0976302 0.080566 0.0878109 0.0746748
threshold=0.058500000000000003 -1.0000000180025095e-35 0.091180000000000011 -0.085004999999999983 0.094350000000000003 0.032230000000000009 -0.16392499999999996 0.09098500000000001 -0.24190499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 -4
right_child=-2 2 8 4 -6 -7 7 -9 -10
leaf_value=-0.0048428004135461439 -0.0045786240077672555 -0.0047312815805284677 0.0021242513919941851 -0.0024966302983746489 0.008962508385722389 0.0080366198730965951 0.0028439623322543176 -0.0026588211750301878 0.0098019640657461601
leaf_weight=53 56 57 57 93 57 89 1685 86 100
leaf_count=53 56 57 57 93 57 89 1685 86 100
internal_value=0 0.00269314 0.00287354 0.00255727 0.00276485 0.00258305 0.00232169 0.00257573 0.00702596
internal_weight=0 2277 2224 2067 2010 1953 1864 1771 157
internal_count=2333 2277 2224 2067 2010 1953 1864 1771 157
is_linear=0
shrinkage=0.16829


Tree=7505
num_leaves=19
num_cat=0
split_feature=4 2 2 2 150 3 42 4 3 4 3 3 3 402 4 4 4 4
split_gain=6.44008 3.00287 1.05073 0.804627 0.798222 0.694453 0.596525 0.234379 0.298972 0.185671 0.301544 0.180961 0.170482 0.148414 0.146738 0.126803 0.0789631 0.0599007
threshold=0.30163500000000004 0.14234000000000005 -0.0091949999999999983 0.10244500000000002 0.081245000000000026 0.149315 0.08870500000000002 -0.083829999999999988 -0.020014999999999995 -0.16772499999999999 -0.036844999999999996 0.085315000000000016 -0.0098449999999999979 0.085575000000000026 0.024315000000000003 -0.11205499999999999 0.056815000000000011 0.50569000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 9 6 17 8 13 -5 16 12 14 15 -9 -4 -11 -2
right_child=5 -3 3 4 -6 -7 -8 11 -10 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00054982682216312567 0.00069129514037351433 0.00026002069831663788 0.00086301032532214769 0.001023486789134821 0.00047446020900978702 3.6585726881235273e-05 0.00025978156372868661 0.00099275628174988213 0.0012979598672979977 0.00096749187807703405 0.00064888100904488195 0.00080266085174905178 0.0011722068512098934 0.0011850168147596706 0.00088055301264936675 0.0010407648766232516 0.00080681603710071846 0.00053442747797535707
leaf_weight=69 62 71 62 89 59 53 90 943 56 115 64 64 53 58 154 177 52 52
leaf_count=69 62 71 62 89 59 53 90 943 56 115 64 64 53 58 154 177 52 52
internal_value=0 0.000927675 0.000951183 0.000965396 0.000828414 0.000373835 0.000461281 0.000998505 0.00107435 0.000893564 0.000843354 0.000976423 0.000986062 0.00103207 0.000977037 0.0009948 0.000917672 0.000620051
internal_weight=0 2086 2015 1946 379 257 204 1567 353 320 231 1214 1150 297 1097 239 167 114
internal_count=2343 2086 2015 1946 379 257 204 1567 353 320 231 1214 1150 297 1097 239 167 114
is_linear=0
shrinkage=0.0032998


Tree=7506
num_leaves=16
num_cat=0
split_feature=13 41 4 402 1 1 11 1 2 157 4 4 15 15 13
split_gain=0.101707 0.17594 0.138004 0.113868 0.0760824 0.0684225 0.0909405 0.0826923 0.0890768 0.137724 0.068916 0.0642514 0.151012 0.096255 0.0496694
threshold=-0.10664 0.07831500000000001 0.032965000000000001 0.11844500000000001 0.088485000000000022 0.13475500000000004 0.079300000000000009 0.10141500000000002 0.085955000000000018 -0.06266999999999999 0.014585000000000002 0.056640000000000003 -0.068639999999999993 -0.11764999999999999 -0.24588999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 -1 6 7 8 9 -2 -10 12 -9 -13 -4
right_child=1 -3 14 -5 -6 -7 -8 11 10 -11 -12 13 -14 -15 -16
leaf_value=0.0072232296587522718 -0.0060509627987473712 0.012191400966952952 -0.0017889916031039203 -0.0042507380893841464 -0.0015393256522550083 0.007369532655224032 -0.0026732261920417279 0.0022840039981640702 0.004889008098890789 0.002404360975796516 0.0012970454230177742 -0.0014722186332412788 -0.0085559519505507154 0.0070517011187506097 -0.0088328572726783655
leaf_weight=59 61 53 59 71 53 82 95 84 755 510 191 79 64 71 56
leaf_count=59 61 53 59 71 53 82 95 84 755 510 191 79 64 71 56
internal_value=0 0.00260925 -0.00113392 0.00236221 0.00306062 0.00259881 0.00239306 0.00265922 0.00316272 0.00149793 0.00416568 9.00816e-05 -0.00239141 0.00255046 -0.00523467
internal_weight=0 2116 227 2063 112 1992 1910 1815 1517 571 946 298 148 150 115
internal_count=2343 2116 227 2063 112 1992 1910 1815 1517 571 946 298 148 150 115
is_linear=0
shrinkage=0.16829


Tree=7507
num_leaves=21
num_cat=0
split_feature=0 43 0 133 150 2 13 2 48 133 43 12 0 403 150 2 13 2 0 13
split_gain=0.0940763 0.0904805 0.0717592 0.0621254 0.131263 0.10073 0.0988682 0.0946136 0.0923555 0.087453 0.0833419 0.0946203 0.0819129 0.0785602 0.0574641 0.059661 0.0434793 0.03302 0.0469218 0.0443041
threshold=0.14486500000000005 -0.50149499999999991 -0.23141499999999995 0.078935000000000019 0.11656000000000001 0.091070000000000012 -0.066934999999999981 0.08400500000000001 0.082665000000000016 0.089135000000000006 -0.073574999999999988 0.084845000000000018 -0.14151499999999997 -0.072134999999999991 0.088985000000000009 0.097880000000000009 -0.087129999999999985 0.10255500000000002 -0.071339999999999987 -0.069874999999999979
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 -1 -3 4 8 6 7 -5 10 -7 11 -4 -12 -8 15 -10 -9 19 -19 -11
right_child=-2 2 3 5 -6 9 13 16 14 17 12 -13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0088494958834701883 -0.0050007535601198213 0.0073860742430034345 -0.0080787985608978281 0.0092075414841168053 -0.0071594143174749181 0.011051398432300087 0.0012154052928801575 -0.0025873464861795314 0.0028135837959555126 0.0029079396070179862 0.0064833510193533792 -0.00026316382141669976 0.000937417654854384 -0.0063197487384789065 -0.00078612261361862899 0.008369412104159743 0.0029836938969232617 -0.0017931328123671376 0.0047327636343232104 0.0093531179089449516
leaf_weight=54 55 65 56 59 53 60 90 53 124 68 84 205 756 69 54 100 155 54 73 56
leaf_count=54 55 65 56 59 53 60 90 53 124 68 84 205 756 69 54 100 155 54 73 56
internal_value=0 0.00203364 0.00186809 0.0017019 0.00105381 0.0029587 0.00127209 0.00325314 0.00137078 0.0052632 0.000676777 -0.00194697 0.00149415 -0.00204327 0.00411286 0.00530188 0.00155551 0.00387241 0.00194383 0.00583315
internal_weight=0 2288 2234 2169 1432 737 426 267 1379 311 1101 261 840 159 278 224 208 251 127 124
internal_count=2343 2288 2234 2169 1432 737 426 267 1379 311 1101 261 840 159 278 224 208 251 127 124
is_linear=0
shrinkage=0.16829


Tree=7508
num_leaves=19
num_cat=0
split_feature=3 149 42 3 160 49 3 13 151 2 3 3 2 160 400 0 2 43
split_gain=0.177343 0.0833933 0.0617757 0.114428 0.28187 0.102536 0.08947 0.140228 0.0796639 0.0633002 0.0848483 0.129836 0.0790119 0.0931207 0.0610516 0.0476213 0.051402 0.0432261
threshold=0.31534000000000006 0.077335000000000015 -0.096284999999999982 -0.095469999999999985 -0.077584999999999987 -0.076109999999999997 -0.13088999999999998 0.089520000000000016 -0.0096649999999999982 0.10255500000000002 -0.049204999999999992 0.0025650000000000004 0.085955000000000018 0.0065900000000000012 -0.0064499999999999991 -0.074939999999999993 0.085835000000000009 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 -4 8 7 -6 -5 12 17 -12 13 -7 -14 16 -1 -11
right_child=-2 -3 3 5 6 9 -8 -9 -10 10 11 -13 14 -15 -16 -17 -18 -19
leaf_value=0.0067803770365332328 -0.0066052641636955775 0.008124281186801462 -0.01289607255185111 0.010208526077911019 0.0072416874020222559 0.0014837213084825257 -0.0036019108583063798 -0.0026312414502035432 0.0019726230873023101 0.0060764743306719257 -0.0078394083554809927 0.00074010039766071408 0.0089080676867214111 -0.0052845618391008679 0.0029567112835846609 0.0089173702173274052 -0.0001640204191466845 0.00025154768862780747
leaf_weight=53 73 58 52 72 95 567 89 71 63 61 82 127 54 64 550 53 69 90
leaf_count=53 73 58 52 72 95 567 89 71 63 61 82 127 54 64 550 53 69 90
internal_value=0 0.00181712 0.00165093 0.00138901 -0.00160202 0.00192082 0.000694035 0.00300811 0.00637841 0.00154241 -0.000417069 -0.00261743 0.00211505 0.000794392 0.00349176 0.0046895 0.00283808 0.00261656
internal_weight=0 2270 2212 2037 307 1730 255 166 135 1595 360 209 1235 631 604 175 122 151
internal_count=2343 2270 2212 2037 307 1730 255 166 135 1595 360 209 1235 631 604 175 122 151
is_linear=0
shrinkage=0.16829


Tree=7509
num_leaves=28
num_cat=0
split_feature=1 3 1 12 12 47 49 12 52 3 0 49 3 3 42 42 483 3 0 1447 155 42 0 0 1 12 0
split_gain=9.32734 2.23387 0.712634 0.486251 0.425056 0.371652 0.283577 0.20198 0.19415 0.185779 0.185574 0.171586 0.168264 0.310512 0.12267 0.201332 0.113915 0.104315 0.0921469 0.075601 0.072813 0.0922271 0.16097 0.110651 0.0582241 0.0577649 0.0176161
threshold=0.10538500000000002 -0.06340999999999998 0.14641500000000005 0.077755000000000005 0.11844 0.098400000000000015 -1.0000000180025095e-35 0.091325000000000003 -0.069924999999999987 -0.15078499999999997 -0.11242999999999999 -0.081334999999999977 0.045635000000000002 -0.0088599999999999981 0.088200000000000014 0.091010000000000021 0.089245000000000005 -0.13795999999999997 -0.084824999999999984 -0.079809999999999978 0.083985000000000018 0.095165000000000013 -0.070064999999999975 -0.089044999999999985 1.0000000180025095e-35 0.097510000000000013 -0.074754999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 6 7 12 11 9 -2 -5 -8 -1 13 -3 16 18 19 -10 -16 -11 21 22 23 -9 -12 26 -23
right_child=1 2 -4 4 -6 -7 10 20 17 14 24 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28
leaf_value=0.00094132903518425229 0.0010169650835623139 0.00047793486249808907 8.2596561121661349e-05 0.0013256885205388022 0.00081374205184411754 0.00072964098192263602 0.001179102780627372 0.00091340918585241116 0.00067528464213143316 0.001258015651502973 0.00086329636808165624 0.00067304899167007362 0.00051855912746668991 0.00014114229759073273 0.00085867020489857919 0.0011883832382643825 0.00098838875587494205 0.00088931040394035104 0.0010494500219885214 0.001140304236935386 0.0011674002802852539 0.0010956181633143419 0.00086125629444585726 0.0010833403036622966 0.0010123059962940575 0.0011739157337311973 0.00099988345836433501
leaf_weight=53 64 71 61 53 59 52 58 58 52 74 54 54 102 52 56 68 52 52 62 554 58 59 71 187 76 74 57
leaf_count=53 64 71 61 53 59 52 58 58 52 74 54 54 102 52 56 68 52 52 62 554 58 59 71 187 76 74 57
internal_value=0 0.000560942 0.000406173 0.00106708 0.00109071 0.000477303 0.000943448 0.0011017 0.000872114 0.00113237 0.00102134 0.000806265 0.000418828 0.000335837 0.0011205 0.00104318 0.0011416 0.000782636 0.000959209 0.00115423 0.00105166 0.00103832 0.00100247 0.00104326 0.000950681 0.00109776 0.00104888
internal_weight=0 506 338 1837 1542 277 295 1483 168 919 188 107 225 123 866 186 680 104 118 628 564 506 316 245 130 190 116
internal_count=2343 506 338 1837 1542 277 295 1483 168 919 188 107 225 123 866 186 680 104 118 628 564 506 316 245 130 190 116
is_linear=0
shrinkage=0.0032998


Tree=7510
num_leaves=24
num_cat=0
split_feature=2 2 2 0 16 2 14 12 0 49 13 0 0 51 13 3 0 16 3 12 3 16 2
split_gain=2.46104 1.25548 0.894879 0.764091 0.392461 0.370676 0.354872 0.172243 0.236988 0.19917 0.161448 0.13685 0.222479 0.137829 0.122661 0.121259 0.129958 0.112353 0.208583 0.087988 0.0604987 0.0393361 0.0361709
threshold=0.13290500000000002 -0.007134999999999999 0.099450000000000024 -0.13314999999999996 -0.055679999999999993 0.17000000000000001 0.062655000000000016 0.092495000000000008 -0.10891999999999999 -0.0087399999999999995 -0.08866499999999998 -0.073674999999999977 -0.079119999999999982 -0.013219999999999997 -0.053824999999999991 -0.080634999999999984 -0.075294999999999987 0.62720500000000012 -0.10468499999999999 0.095780000000000018 0.09037000000000002 0.057675000000000011 0.093765000000000015
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=1 4 6 20 -1 14 7 8 9 -3 -5 12 -10 -13 -2 16 -9 18 -12 -20 -4 22 -17
right_child=5 2 3 10 -6 -7 -8 15 11 -11 17 13 -14 -15 -16 21 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0001206599821155717 0.00020500503143238777 0.00037544153765693759 0.0002171885146586526 0.00040692836346090745 0.00047093473212006352 -2.3155371611838792e-05 0.00092973533632968698 0.0005885622453649953 0.0006880183707730223 0.00065793644905965884 0.00039672755487278502 0.00067477222001067908 0.00046904971717312972 0.00091406998323471337 0.00041280636860413185 0.00070058697073809516 0.00038041102541337414 0.00075015378005841298 0.00070299241375569729 0.00056499548047050441 0.00035604255336816145 0.00056069631246248532 0.0005902851970561293
leaf_weight=70 70 52 63 52 70 56 52 91 813 59 55 52 55 57 57 110 53 52 95 118 80 60 54
leaf_count=70 70 52 63 52 70 56 52 91 813 59 55 52 55 57 57 110 53 52 95 118 80 60 54
internal_value=0 0.000598734 0.000619664 0.000500621 0.000296049 0.00019991 0.000660295 0.000650648 0.00067175 0.000525914 0.000579524 0.000688283 0.000674184 0.000800233 0.000298548 0.000588162 0.000512196 0.000607461 0.000579643 0.000626709 0.000295115 0.00063684 0.000664483
internal_weight=0 2163 2023 515 140 183 1508 1456 1088 111 372 977 868 109 127 368 144 320 268 213 143 224 164
internal_count=2346 2163 2023 515 140 183 1508 1456 1088 111 372 977 868 109 127 368 144 320 268 213 143 224 164
is_linear=0
shrinkage=0.0032998


Tree=7511
num_leaves=20
num_cat=0
split_feature=4 3 39 2 3 4 2 3 12 16 2 16 49 4 159 42 2 12 12
split_gain=8.8539 3.60048 1.93844 1.07173 0.722307 0.516072 0.515513 0.447525 0.292512 0.29229 0.283054 0.248789 0.212346 0.210447 0.129691 0.117999 0.104433 0.0476735 0.0355568
threshold=0.30163500000000004 0.30112000000000005 0.0095750000000000019 0.088745000000000004 0.31400500000000003 -0.42305999999999994 0.094955000000000025 -0.025669999999999995 0.092755000000000018 0.081265000000000018 0.13538500000000001 -0.13895999999999997 -0.06017999999999999 -0.080344999999999986 0.065430000000000016 -1.0000000180025095e-35 0.10244500000000002 0.096210000000000004 0.092615000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 10 18 -4 12 9 11 16 -1 -7 -14 -13 -10 -2 -17 -5
right_child=4 -3 6 5 -6 7 -8 -9 15 -11 -12 14 13 -15 -16 17 -18 -19 -20
leaf_value=0.0013136344602755364 0.00036348302668348908 0.00012237273254182948 0.00082141436965158931 0.0011925626813188222 -3.2824822911771409e-05 0.00072297075572035974 0.00044291379445583469 0.00068646534039175085 0.0010762472194643215 0.001335036764351041 0.0001936312998487775 0.0010949706852870645 0.00078210066484160493 0.00097118830011364325 0.00094153120564972491 0.00082708834944283038 0.00054450852753124663 0.00096654244025652777 0.0010653558299461058
leaf_weight=55 58 54 80 62 52 52 78 98 76 62 53 652 76 499 70 53 93 69 54
leaf_count=55 58 54 80 62 52 52 78 98 76 62 53 652 76 499 70 53 93 69 54
internal_value=0 0.0009641 0.000986407 0.00101597 0.000313719 0.000928151 0.000634783 0.000895223 0.00108716 0.00111437 0.000402227 0.00109672 0.000927795 0.000946257 0.00108014 0.000971679 0.000475209 0.000906249 0.00113365
internal_weight=0 2090 2036 1878 256 841 158 725 1037 839 204 777 627 575 722 198 151 122 116
internal_count=2346 2090 2036 1878 256 841 158 725 1037 839 204 777 627 575 722 198 151 122 116
is_linear=0
shrinkage=0.0032998


Tree=7512
num_leaves=11
num_cat=0
split_feature=9 3 3 4 14 147 4 1 1 4
split_gain=0.235814 0.132729 0.100202 0.0893274 0.131716 0.11536 0.0683541 0.118335 0.0964901 0.0612642
threshold=0.087755000000000014 -0.22740999999999997 -0.15078499999999997 0.51286500000000013 -0.10708499999999999 1.0000000180025095e-35 -0.15618499999999999 0.093205000000000024 0.095510000000000012 -0.0044049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -8 -7
right_child=-2 2 3 -5 5 9 8 -9 -10 -11
leaf_value=0.010221381343231615 -0.0066793684461352691 -0.0022590816624570567 0.012464911874920987 -0.0015612578056653412 0.003716816031782521 0.0022989101073143002 0.0044835749010614925 0.013955529190384989 0.0012077271325984971 -0.0056126984633217223
leaf_weight=91 61 78 52 82 80 59 1425 54 312 52
leaf_count=91 61 78 52 82 80 59 1425 54 312 52
internal_value=0 0.00391252 0.00365003 0.0038687 0.00408849 0.00386782 0.00418078 0.00785627 0.0038962 -0.00139124
internal_weight=0 2285 2194 2116 2034 1982 1871 134 1737 111
internal_count=2346 2285 2194 2116 2034 1982 1871 134 1737 111
is_linear=0
shrinkage=0.16829


Tree=7513
num_leaves=15
num_cat=0
split_feature=10 43 4 52 43 52 52 13 52 1427 157 403 48 133
split_gain=0.292314 0.111905 0.128047 0.119646 0.0933264 0.100691 0.10707 0.0855821 0.107729 0.082033 0.102079 0.0762583 0.0578073 0.0503939
threshold=-0.092019999999999977 -0.50504499999999986 -0.15333499999999997 0.51734000000000002 -0.0018599999999999999 0.12431000000000002 0.0085900000000000021 -0.013359999999999999 -0.092264999999999986 1.0000000180025095e-35 -0.087424999999999989 -0.52017999999999986 -0.066944999999999991 -0.016324999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 9 6 12 -3 -9 10 -4 -12 -6 -8
right_child=1 2 3 -5 5 -7 13 8 -10 -11 11 -13 -14 -15
leaf_value=-0.008871087497161716 -0.00416272678280857 0.0021647942845046753 -0.0027737848554865831 -0.0044302486719173398 0.0077394645083524033 0.0083863516577947963 -0.00054207280214842917 0.0062737954326790996 0.015728030751424149 0.010647063938086914 -0.00047601783134541305 0.0046024660678321474 0.0017386807081744744 -0.0067438684708833871
leaf_weight=57 55 63 62 58 52 58 121 99 53 53 90 1093 378 54
leaf_count=57 55 63 62 58 52 58 121 99 53 53 90 1093 378 54
internal_value=0 0.00332165 0.00350672 0.00308942 0.00331275 0.00168374 0.00103821 0.00741705 0.00958216 0.00414343 0.00386513 0.00421459 0.00246854 -0.00246604
internal_weight=0 2289 2234 2019 1961 663 605 215 152 1298 1245 1183 430 175
internal_count=2346 2289 2234 2019 1961 663 605 215 152 1298 1245 1183 430 175
is_linear=0
shrinkage=0.16829


Tree=7514
num_leaves=26
num_cat=0
split_feature=1 3 12 1 39 15 3 0 0 15 43 15 1 1 0 1 1375 49 3 481 3 157 0 3 15
split_gain=16.0517 2.33439 1.72458 1.2757 1.26802 0.677835 0.457845 0.410233 0.293527 0.259367 0.286572 0.241918 0.39996 0.36735 0.314152 0.240727 0.189229 0.189734 0.482946 0.131272 0.111731 0.0888887 0.0850117 0.0827564 0.0335536
threshold=0.10752500000000002 0.30112000000000005 -0.010219999999999998 0.092810000000000017 0.087735000000000021 -0.083029999999999979 -0.074979999999999977 -0.071104999999999988 -0.079119999999999982 0.029300000000000003 -0.08423499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.088985000000000022 -0.086254999999999984 0.13301500000000002 -0.074434999999999987 -0.047749999999999994 -0.13088999999999998 -0.08452999999999998 -0.064674999999999983 -0.00078499999999999989 -0.071519999999999986 0.06269000000000001 0.093505000000000019
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=2 4 3 -1 5 -2 8 -7 16 10 -10 13 20 14 -8 -6 -4 -18 -19 -20 -13 -12 24 -14 -11
right_child=1 -3 6 -5 15 7 11 -9 9 22 21 12 23 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00096780332945665308 0.00041144475923085008 -0.00010481480572030626 0.0013173625723345056 0.00031099185818360517 0.00035061446553587012 0.00054809461240401167 0.001139558926789919 0.00093286919461003611 0.00074399668816806412 0.00097804731670999212 0.0011186397148234648 0.00099892212864933117 0.0010774034443400049 0.00067671337698860636 0.00080485427259834822 5.7409409777804637e-05 0.00095133663731328678 0.0014277204668058311 0.00096147658496803729 0.0011162608778907969 0.00078013047557047002 0.00094234346995067137 0.0011958589547905031 0.0012660955203893129 0.0011013664313482049
leaf_weight=70 102 100 52 60 58 52 66 74 64 54 56 55 52 67 59 65 79 54 69 712 52 83 70 59 62
leaf_count=70 102 100 52 60 58 52 66 74 64 54 56 55 52 67 59 65 79 54 69 712 52 83 70 59 62
internal_value=0 0.000339672 0.00103246 0.000664931 0.000466407 0.000612154 0.00105951 0.000774353 0.00108894 0.00101146 0.000928791 0.000962148 0.00103825 0.00087556 0.00098186 0.000195955 0.0011201 0.00110884 0.0011237 0.00110263 0.000892923 0.00101362 0.0011015 0.00117802 0.00104426
internal_weight=0 451 1895 130 351 228 1765 126 1355 389 203 410 218 192 125 123 966 914 835 781 107 139 186 111 116
internal_count=2346 451 1895 130 351 228 1765 126 1355 389 203 410 218 192 125 123 966 914 835 781 107 139 186 111 116
is_linear=0
shrinkage=0.0032998


Tree=7515
num_leaves=17
num_cat=0
split_feature=2 12 3 42 2 41 1447 2 42 150 3 3 40 3 16 3
split_gain=7.92871 3.9665 1.75156 0.964165 0.717387 0.716825 0.371756 0.326918 0.374215 0.348084 0.178468 0.149928 0.142789 0.11564 0.096805 0.078909
threshold=0.13290500000000002 -0.007389999999999999 0.10812000000000001 -0.0043149999999999994 0.17000000000000001 0.081560000000000007 -0.083249999999999977 0.089625000000000024 0.088775000000000007 0.081245000000000026 -0.0026499999999999996 -0.055009999999999996 -0.079954999999999984 -0.086049999999999988 -0.088049999999999976 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 10 6 13 8 14 11 -2 -9 -5 -3 -8 -10
right_child=4 2 -4 12 -6 -7 7 9 15 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00093384558469910856 0.00053273984852996294 0.0013643446784686614 0.00061739840147646797 0.00054805388812203138 -4.8972804603385591e-05 0.00069207877778485762 0.0010770936740982504 0.0010099379724011076 0.00092116917476959149 0.00077033535803697922 0.00028539904096224438 0.0011830604153392228 0.00035470508812290098 0.0011646459114201325 0.0011651447972656243 0.0010435925731839856
leaf_weight=63 63 53 101 88 53 55 206 512 110 64 66 64 82 93 505 142
leaf_count=63 63 53 101 88 53 55 206 512 110 64 66 64 82 93 505 142
internal_value=0 0.000991372 0.0010411 0.000584624 0.000273645 0.0010648 0.00107651 0.00106183 0.00110063 0.0010034 0.000406466 0.00102923 0.000454999 0.00123738 0.00113968 0.000990294
internal_weight=0 2138 1905 233 182 1804 1749 1603 963 640 129 576 170 146 711 252
internal_count=2320 2138 1905 233 182 1804 1749 1603 963 640 129 576 170 146 711 252
is_linear=0
shrinkage=0.0032998


Tree=7516
num_leaves=20
num_cat=0
split_feature=1 3 123 1 3 151 15 15 150 0 15 51 159 52 0 130 52 43 43
split_gain=17.7696 2.4918 1.98636 1.00913 0.752761 0.664662 0.857913 0.48183 1.10037 0.366004 0.319939 0.306629 0.264033 0.230821 0.216586 0.195783 0.172497 0.135354 0.134963
threshold=0.109225 0.30112000000000005 1.0000000180025095e-35 0.13662500000000002 0.10323000000000002 -0.030624999999999996 -0.092059999999999989 -0.033689999999999991 0.081245000000000026 -0.084184999999999996 0.12011500000000001 0.0033150000000000007 -0.0062899999999999996 -0.087239999999999984 -0.081224999999999978 0.006490000000000001 -0.0086049999999999998 -0.0030199999999999997 -0.073959999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 7 -2 -7 8 9 12 11 14 -1 -14 15 -9 -16 -13 -11
right_child=1 -3 -4 -5 -6 6 -8 10 -10 18 -12 17 13 -15 16 -17 -18 -19 -20
leaf_value=0.0016122185319190846 0.00055877385891476888 0.00014830682715905792 0.00091459298225660037 0.00043418394582678315 0.0010724751226747591 0.00076198780434872434 0.0012263672519028583 0.001478063184967131 0.0009433088026867567 0.0013533106332676765 0.0012486806651373123 0.0017709777964014092 0.001566890895818498 0.0013444620902098696 0.0015074315697298109 0.0016669380549902983 0.0013565189564261298 0.0015260290122525761 0.0011613222651434241
leaf_weight=92 56 93 93 76 70 96 80 487 66 97 73 53 72 198 123 72 295 53 75
leaf_count=92 56 93 93 76 70 96 80 487 66 97 73 53 72 198 123 72 295 53 75
internal_value=0 0.000622152 0.00138609 0.000765114 0.00141009 0.000873371 0.00097327 0.00142353 0.00134691 0.00139673 0.00146326 0.00147769 0.00145695 0.00140391 0.00145909 0.00150245 0.00140101 0.00164884 0.0012698
internal_weight=0 401 1919 308 1826 232 176 1756 600 534 1156 1083 362 270 977 559 418 106 172
internal_count=2320 401 1919 308 1826 232 176 1756 600 534 1156 1083 362 270 977 559 418 106 172
is_linear=0
shrinkage=0.0032998


Tree=7517
num_leaves=22
num_cat=0
split_feature=2 1 457 160 47 1 1186 51 160 2 1 2 13 13 1454 483 1 13 2 48 133
split_gain=0.229035 0.104495 0.276795 0.116027 0.0918214 0.0844541 0.0823596 0.0757544 0.071131 0.0966332 0.14428 0.0638129 0.104856 0.0936016 0.0540713 0.0606834 0.0529825 0.0337665 0.0326041 0.0219891 0.0166356
threshold=0.13459500000000005 0.089625000000000024 0.079590000000000008 0.085130000000000011 0.079855000000000023 0.13891000000000003 0.021560000000000003 -0.011859999999999997 -0.0094199999999999978 -0.0091949999999999983 0.11203500000000001 0.096120000000000025 0.019675000000000002 0.021935000000000003 0.081720000000000015 -1.0000000180025095e-35 0.10808500000000001 -0.016289999999999995 0.10060500000000001 0.090720000000000009 0.094525000000000012
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 4 3 7 6 17 11 16 -9 -10 -11 12 14 18 15 -1 -3 -2 -13 -6 -20
right_child=5 2 -4 -5 19 -7 -8 8 9 10 -12 13 -14 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.010665517497134817 0.0043979508661472801 0.010111966647198848 -0.0052742425321105641 0.011835558482453979 0.013009588306678498 -0.0060961532011574822 0.011556295380119748 0.0066432087827510084 -0.0043092892682843028 0.00067006406765437998 0.010160761185168267 0.0014035472396267961 0.011106602323427089 -0.0032042406232394745 0.00013654166019462269 0.0051919317201611853 0.003896195071022796 -0.0015148193883031222 0.0069289196311489078 0.0081078930212391525 0.0034427971911791806
leaf_weight=63 57 80 91 58 55 65 61 99 65 188 60 72 98 55 55 737 78 52 113 55 63
leaf_count=63 57 80 91 58 55 65 61 99 65 188 60 72 98 55 55 737 78 52 113 55 63
internal_value=0 0.00505104 0.00339075 0.00464921 0.00588633 -0.0012893 0.00549335 0.00391481 0.00270628 0.00145532 0.00297344 0.00519746 0.0058759 0.0030577 0.00527425 0.00562522 0.00705479 0.0015607 0.00445368 0.0105751 0.00569125
internal_weight=0 2146 719 628 1427 174 1317 570 412 313 248 1256 953 303 855 800 158 109 248 110 176
internal_count=2320 2146 719 628 1427 174 1317 570 412 313 248 1256 953 303 855 800 158 109 248 110 176
is_linear=0
shrinkage=0.16829


Tree=7518
num_leaves=21
num_cat=0
split_feature=1 3 123 14 1 4 3 1 0 0 3 39 42 133 150 42 133 3 3 4
split_gain=12.1131 2.80466 1.54672 0.944966 0.89346 0.685695 0.681129 0.670129 0.380406 0.356418 0.378004 0.311303 0.216793 0.211355 0.210919 0.199071 0.129215 0.099299 0.0931087 0.0618495
threshold=0.10396500000000002 -0.049204999999999992 1.0000000180025095e-35 0.054835000000000009 0.13630500000000004 0.41181500000000004 -0.12077499999999998 0.080270000000000022 -0.065249999999999989 -0.075914999999999996 0.086245000000000016 0.087735000000000021 0.087075000000000014 0.40438500000000005 1.0000000180025095e-35 0.10321000000000001 -0.072364999999999985 -0.085684999999999997 -0.08322499999999998 -0.0063999999999999986
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 5 3 6 11 18 7 -1 -6 10 12 14 16 15 -3 19 -8 -14 -2 -11
right_child=1 4 -4 -5 8 -7 9 -9 -10 13 -12 -13 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0012385839384663091 0.0010334390733612257 0.00078742699863271334 0.00074069966635789957 0.0016580954884796171 0.00041935283638589409 0.00067671396990872908 0.0012427448129797656 0.00071620031850848451 3.5676819089939296e-05 0.0011900474993015136 0.00099412168050096151 0.00042526663560072628 0.0010826879356646286 0.0013226202812097977 0.00052304217232778175 0.00093912287544396041 0.0013447263835015789 0.0012429216038286196 0.0012267997150617862 0.0010575317042940088
leaf_weight=53 58 86 70 58 57 53 194 55 56 175 52 80 52 67 55 59 562 362 59 57
leaf_count=53 58 86 70 58 57 53 194 55 56 175 52 80 52 67 55 59 562 362 59 57
internal_value=0 0.000644527 0.00122291 0.00124222 0.00046871 0.000989747 0.00122791 0.000972881 0.000229524 0.00124532 0.00127242 0.00059085 0.00128476 0.0011527 0.000684548 0.00111346 0.0013186 0.00122288 0.00113125 0.00115764
internal_weight=0 504 1816 1746 334 170 1688 108 113 1580 1222 221 1170 358 141 291 756 414 117 232
internal_count=2320 504 1816 1746 334 170 1688 108 113 1580 1222 221 1170 358 141 291 756 414 117 232
is_linear=0
shrinkage=0.0032998


Tree=7519
num_leaves=28
num_cat=0
split_feature=1 10 3 4 1 15 3 16 16 15 4 1375 13 4 15 15 1 15 13 42 4 16 16 157 15 475 132
split_gain=0.21193 0.150727 0.0738037 0.100195 0.0762989 0.064405 0.208845 0.169339 0.116179 0.0875148 0.191848 0.0835862 0.0728377 0.0857223 0.115317 0.0821494 0.165474 0.0981149 0.0704995 0.075681 0.128878 0.0961917 0.0658664 0.0622585 0.0443787 0.0345364 0.0254139
threshold=0.11414000000000001 -0.0069899999999999988 -0.046329999999999989 0.10440500000000001 0.13752500000000004 0.03981500000000001 -0.095764999999999989 -0.082264999999999991 -0.095229999999999995 -0.006494999999999999 -0.26545999999999997 -0.088929999999999981 -0.083584999999999979 -0.0045949999999999993 -0.092059999999999989 -0.18239999999999998 0.098950000000000024 -0.085884999999999975 0.0052200000000000015 0.087075000000000014 -0.079554999999999987 -0.075779999999999986 -0.071359999999999993 -0.0056149999999999993 0.088895000000000016 -1.0000000180025095e-35 -0.012329999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 9 7 -7 -8 11 25 -1 13 23 -15 -14 17 -17 19 21 24 26 -22 -13 -21 -11 -10
right_child=1 2 3 4 -6 6 8 -9 18 10 -12 12 15 14 -16 16 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28
leaf_value=0.011258816764983684 -0.0070529395781723176 0.0062655162420123733 -0.0054521918065305519 -0.0009485309797683055 0.0077062581161623841 0.0060462209187424612 -0.0014037482564179633 0.019181429995068881 0.0042290812094210482 0.0090508122041463683 -0.0042958379389135149 0.0056943541109678733 0.0087156338031873868 0.00021370820898130474 0.0092770481670722549 0.00741904187008965 -0.0036348997316188064 0.0020359497333358374 0.00033100816504229275 0.0039970961570654478 0.011939001923525271 0.013175586385786487 0.0051545492731249632 0.012694709364317025 -0.0025168097000596371 0.0031883546177122438 0.0079797637301441109
leaf_weight=60 59 90 57 60 55 52 65 61 86 54 94 64 77 93 70 165 92 232 57 53 62 87 122 86 67 63 137
leaf_count=60 59 90 57 60 55 52 65 61 86 54 94 64 77 93 70 165 92 232 57 53 62 87 122 86 67 63 137
internal_value=0 0.000624104 0.00235976 0.000305606 0.00317509 0.005289 0.00640562 0.0131528 0.00536727 0.00446307 0.00135451 0.00515968 0.00474131 0.0068078 0.00411696 0.00359536 0.00278542 0.00427778 0.00602585 0.0065516 0.00465161 0.00840903 0.00745038 0.00971987 0.000345194 0.00590946 0.00654137
internal_weight=0 321 262 172 115 1999 849 113 736 1150 211 939 879 313 163 566 489 397 671 614 304 310 184 150 120 117 223
internal_count=2320 321 262 172 115 1999 849 113 736 1150 211 939 879 313 163 566 489 397 671 614 304 310 184 150 120 117 223
is_linear=0
shrinkage=0.16829


Tree=7520
num_leaves=31
num_cat=0
split_feature=1 3 0 1 0 15 132 123 3 47 15 0 3 15 0 43 43 51 402 3 15 3 15 43 456 0 3 0 3 151
split_gain=4.19513 1.05375 0.691804 0.469749 0.463527 0.395442 0.294622 0.263257 0.218462 0.217929 0.1654 0.206413 0.234851 0.107433 0.111041 0.0844839 0.153763 0.107396 0.0954393 0.0794621 0.0548979 0.0632497 0.126172 0.051449 0.0442835 0.0364072 0.106869 0.0512598 0.0381343 0.0295145
threshold=0.11663000000000003 0.30112000000000005 -0.10891999999999999 0.093170000000000017 -0.075914999999999996 -0.097984999999999989 0.082150000000000015 0.081990000000000021 0.0025650000000000004 0.087885000000000019 0.03981500000000001 0.11535000000000002 -0.090624999999999997 0.11315500000000002 -0.069824999999999984 -0.011154999999999998 -0.082354999999999984 -0.085259999999999989 1.0000000180025095e-35 -0.017449999999999997 0.091735000000000025 -0.087414999999999979 -0.077134999999999995 -0.0017249999999999998 0.086265000000000022 -0.084319999999999992 -0.07908999999999998 -0.087344999999999992 -0.081814999999999985 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 15 -1 10 9 -5 -2 11 12 -6 14 -12 16 17 -4 25 -14 21 -18 -23 -20 29 26 27 -17 -27 -19
right_child=1 -3 4 8 6 -7 -8 -9 -10 -11 13 -13 19 -15 -16 18 20 24 23 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00099953859754101462 0.00050687964598878483 0.00010397572628741691 0.0010623808672685436 0.0003945710741854948 0.0005151201587948168 0.00067670425151111866 0.00057050261090660663 0.00037388255624781975 0.00066133928035157317 0.00076874253982325488 0.00084561124758919667 0.00090398983087904158 0.0008306356358147416 0.00078104491995380047 0.0010501778630218562 0.0011411818288018019 0.00090424874626950048 0.00080863107327360569 0.0009212665058825699 0.00068392955519033338 0.00091536867086742136 0.00084592131290509736 0.00068593277286599168 0.00077420312003426627 0.00098648363067911616 0.00086281266367287785 0.00088265271419018111 0.00099804390055119492 0.00098797983512446453 0.00090236015441554128
leaf_weight=71 80 84 57 58 52 102 63 70 82 63 60 86 103 67 62 52 65 56 64 73 73 142 92 52 62 65 60 76 58 198
leaf_count=71 80 84 57 58 52 102 63 70 82 63 60 86 103 67 62 52 65 56 64 73 73 142 92 52 62 65 60 76 58 198
internal_value=0 0.000417483 0.000837349 0.000693967 0.000863151 0.000809401 0.00078512 0.000540955 0.000551073 0.000622492 0.00081193 0.000764705 0.000712013 0.000890202 0.00094986 0.000900805 0.000878845 0.000927008 0.000939037 0.000769986 0.000830458 0.00080961 0.00078317 0.000855645 0.000902478 0.000970027 0.00100118 0.00105647 0.000922121 0.000881834
internal_weight=0 297 2051 313 1738 173 566 213 140 143 503 314 228 189 122 1172 745 373 427 176 372 299 234 116 316 311 188 128 123 254
internal_count=2348 297 2051 313 1738 173 566 213 140 143 503 314 228 189 122 1172 745 373 427 176 372 299 234 116 316 311 188 128 123 254
is_linear=0
shrinkage=0.0032998


Tree=7521
num_leaves=23
num_cat=0
split_feature=1 1 123 47 4 13 16 0 49 1 0 4 15 16 15 1 4 1455 13 16 15 0
split_gain=9.39903 2.11678 1.33354 1.17892 0.688793 0.497198 0.462519 0.429264 0.305583 0.42895 0.274655 0.271865 0.266085 0.792094 0.327412 0.240966 0.238356 0.208479 0.162807 0.150714 0.136337 0.11642
threshold=0.10892500000000001 0.14262000000000002 0.081990000000000021 0.085505000000000012 0.043850000000000007 -1.0000000180025095e-35 -0.050529999999999999 -0.075914999999999996 -0.014869999999999998 0.085425000000000015 -0.14822499999999997 0.27161500000000005 0.0056700000000000006 0.081265000000000018 -0.013969999999999998 0.12719000000000003 0.061375000000000006 0.087050000000000016 -0.065674999999999983 -0.083479999999999985 0.101705 -0.097829999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 7 15 11 8 9 -1 -10 21 13 -9 -15 -2 -5 19 -14 -12 -20 -6
right_child=1 -3 -4 16 6 -7 -8 12 10 -11 17 -13 18 14 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0012131009205693349 0.00053611612406943095 8.2587918016158101e-05 0.00067808535661515856 0.0011051231210831459 0.0011924898716918239 0.00075938583694086764 0.0007322054176913162 0.00065873301288111457 0.0014141876179515551 0.00083161495618965452 0.0012637623188640889 0.00085429262802634999 0.0013005504209939514 0.00090599486637018103 0.0012176225680176102 0.00026073524116310024 0.00079670313963279703 0.00099903324314382872 0.0011849001896455124 0.0011725792602237215 0.00097652431844623975 0.00099406793304625328
leaf_weight=70 86 81 75 57 100 73 66 60 67 61 323 57 59 59 103 59 55 59 79 581 66 52
leaf_count=70 86 81 75 57 100 73 66 60 67 61 323 57 59 59 103 59 55 59 79 581 66 52
internal_value=0 0.000561073 0.00111067 0.000678413 0.00112807 0.000536674 0.000974787 0.00115461 0.00118775 0.00103573 0.00120705 0.00105122 0.00106422 0.000984069 0.00110435 0.000424308 0.000953981 0.0011926 0.00115128 0.0012052 0.0010903 0.00112484
internal_weight=0 411 1937 330 1862 218 275 1587 1161 131 1030 209 426 222 162 145 112 963 204 904 145 152
internal_count=2348 411 1937 330 1862 218 275 1587 1161 131 1030 209 426 222 162 145 112 963 204 904 145 152
is_linear=0
shrinkage=0.0032998


Tree=7522
num_leaves=14
num_cat=0
split_feature=15 13 39 147 49 13 376 15 1213 13 15 51 13
split_gain=2.98167 1.82294 1.16118 0.460537 0.335796 0.224421 0.212465 0.188477 0.282572 0.22561 0.166488 0.216015 0.0224687
threshold=-0.25061999999999995 -0.16392499999999996 0.081875000000000017 0.089365000000000014 0.12552000000000005 -0.013359999999999999 0.083785000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 -0.057284999999999996 0.11568500000000001 0.077225000000000016 -0.06457499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 7 -1 -4 8 -3 -10 11 -9 -12
right_child=1 2 6 -5 -6 -7 -8 10 9 -11 12 -13 -14
leaf_value=0.00017088245165444878 0.0002885414887593029 0.00050824788037898486 0.00056221015798412215 0.00046254081919005363 0.00055709134263495438 0.00041097742872235068 0.00031298045561686176 0.00081363335821879438 0.00081012597891396592 0.00070182933959829388 0.00074406676492810365 0.00099355165428179938 0.00064389962309286536
leaf_weight=103 103 52 102 55 78 73 60 657 470 393 64 84 54
leaf_count=103 103 52 102 55 78 73 60 657 470 393 64 84 54
internal_value=0 0.000717559 0.000738899 0.000761714 0.000770579 0.000270667 0.00047012 0.000779946 0.000746533 0.00076085 0.000815497 0.000834077 0.000698526
internal_weight=0 2172 2069 1907 1852 176 162 1774 915 863 859 741 118
internal_count=2348 2172 2069 1907 1852 176 162 1774 915 863 859 741 118
is_linear=0
shrinkage=0.0032998


Tree=7523
num_leaves=14
num_cat=0
split_feature=4 42 13 475 15 133 39 475 402 401 133 13 4
split_gain=0.20247 0.12137 0.120993 0.123956 0.114754 0.114556 0.109081 0.0920723 0.0672788 0.133152 0.0866582 0.0476858 0.0308255
threshold=0.51400500000000016 -0.091214999999999977 -0.16392499999999996 -0.088274999999999978 -0.082674999999999985 -0.080269999999999994 0.10076500000000001 -0.084169999999999981 0.10052500000000002 0.10997500000000002 -0.081654999999999991 -0.00051499999999999994 -0.040969999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 7 -5 10 -10 -9 -7 -13
right_child=-2 2 3 6 -6 11 -8 8 9 -11 -12 12 -14
leaf_value=-0.0042843785387892425 -0.0029749991772228044 0.0064958220750960466 0.00060707347868836485 0.012784980622883049 -0.0040386401134418345 0.0082689770120616783 -0.00042985302515047801 0.010344788910650472 -0.00083543267276007529 0.0092482821600641165 0.0068087471427046731 -0.00052693052995468658 0.0047472152707319065
leaf_weight=55 73 58 89 83 59 62 53 234 84 66 1304 53 75
leaf_count=55 73 58 89 83 59 62 53 234 84 66 1304 53 75
internal_value=0 0.0060128 0.00644038 0.00676189 0.00116822 0.00246267 0.00706122 0.00728642 0.00701498 0.00358942 0.00734791 0.00442521 0.00254935
internal_weight=0 2275 2030 1913 117 245 1824 1771 1688 150 1538 190 128
internal_count=2348 2275 2030 1913 117 245 1824 1771 1688 150 1538 190 128
is_linear=0
shrinkage=0.16829


Tree=7524
num_leaves=26
num_cat=0
split_feature=1 12 4 49 1 4 16 43 4 12 4 1 16 1 157 16 12 133 1213 403 4 12 43 50 12
split_gain=6.28979 1.57996 0.745226 0.966022 0.648558 0.507019 0.406919 0.389438 0.388263 0.218683 0.211793 0.189857 0.182992 0.12905 0.120988 0.112096 0.0975607 0.0930893 0.0914212 0.0968533 0.0885373 0.0791223 0.0574379 0.145863 0.0486427
threshold=0.11634000000000001 0.054520000000000006 0.51400500000000016 -0.046019999999999998 0.088595000000000021 0.046720000000000005 -0.046599999999999996 -0.078059999999999977 0.07252500000000002 0.091475000000000015 -0.16270999999999997 0.090150000000000022 -0.073494999999999991 0.079415000000000013 -0.081634999999999985 0.21684500000000004 -1.0000000180025095e-35 0.086345000000000019 0.060985000000000004 -0.098684999999999981 0.25759000000000004 0.087400000000000019 -0.038674999999999994 0.089030000000000012 0.096370000000000025
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=1 4 3 -2 13 9 20 -6 -5 11 -11 14 -9 -1 17 22 -10 -3 19 -16 -7 -20 23 -12 -24
right_child=2 5 -4 8 7 6 -8 12 16 10 15 -13 -14 -15 18 -17 -18 -19 21 -21 -22 -23 24 -25 -26
leaf_value=0.0007534596457470479 9.8797838478439657e-05 0.0011668955660151905 3.9310991879782337e-05 0.00078428208791451938 0.00036878232933954008 0.00089746590461202392 0.00051402834703267607 0.00055651677966856111 0.00035469236422590268 0.00071503122759086323 0.00092937559867083651 0.00078887113208390796 0.00078390240979013027 0.00095322446552982131 0.00079827374365359341 0.00076549850293259941 0.00055063466623098709 0.00098248169625194575 0.0011412349387494381 0.00095091276786567506 0.00072538523689608006 0.00095500114628860756 0.0010323562836503735 0.00072754669001830771 0.00091847270564966016
leaf_weight=86 67 59 66 59 78 103 58 92 57 81 172 69 69 64 53 62 57 70 52 520 52 56 76 53 117
leaf_count=86 67 59 66 59 78 103 58 92 57 81 172 69 69 64 53 62 57 70 52 520 52 56 76 53 117
internal_value=0 0.000857937 0.000350429 0.000435839 0.000668377 0.000902524 0.000751376 0.00056119 0.000566166 0.000924857 0.00087324 0.000957761 0.000654187 0.000838928 0.000972104 0.000899864 0.000452973 0.0010671 0.000954057 0.000936856 0.000839963 0.001045 0.00091971 0.00088199 0.000963501
internal_weight=0 2042 306 240 389 1653 213 239 173 1440 561 879 161 150 810 480 114 129 681 573 155 108 418 225 193
internal_count=2348 2042 306 240 389 1653 213 239 173 1440 561 879 161 150 810 480 114 129 681 573 155 108 418 225 193
is_linear=0
shrinkage=0.0032998


Tree=7525
num_leaves=33
num_cat=0
split_feature=12 2 13 133 12 156 0 0 10 52 159 15 15 0 2 2 15 403 0 0 2 131 52 3 51 133 13 12 3 13 2 0
split_gain=4.10351 1.551 1.1849 0.47214 0.367998 0.278997 0.39744 0.413632 0.196979 0.185944 0.168245 0.137842 0.351122 0.175791 0.131629 0.0909103 0.11506 0.124764 0.103536 0.0850028 0.0709367 0.0691039 0.0494596 0.0441324 0.0342716 0.0342322 0.0321952 0.0309222 0.0300623 0.0914384 0.0734937 0.0296554
threshold=0.077755000000000005 0.13631000000000001 -0.004004999999999999 -1.0000000180025095e-35 0.090465000000000004 0.090310000000000015 -0.026509999999999995 -0.10566999999999999 -1.0000000180025095e-35 -0.060549999999999993 0.088800000000000004 -0.035449999999999988 -0.063199999999999992 -0.082234999999999989 0.12454500000000002 0.087610000000000007 0.086275000000000004 -0.090799999999999978 -0.10075499999999998 -0.084869999999999987 0.088375000000000023 0.089415000000000008 -0.070104999999999987 -0.088919999999999985 -0.016949999999999996 -1.0000000180025095e-35 -0.074749999999999997 -0.089089999999999989 -0.085289999999999991 -0.065674999999999983 0.091250000000000012 -0.08323499999999999
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=2 4 3 -1 15 6 7 9 -5 -4 11 12 23 -13 27 16 17 -2 -17 -18 -20 22 -19 -6 -22 -25 -21 -10 30 -30 -15 -26
right_child=1 -3 5 8 10 -7 -8 -9 14 -11 -12 13 -14 28 -16 18 19 21 20 26 24 -23 -24 25 31 -27 -28 -29 29 -31 -32 -33
leaf_value=0.00065005406729753544 0.0011222511537608477 0.00029542785023621072 0.00076753184198521355 0.00018694845690723721 0.00074608822405852109 0.00089392419312831622 0.0004046391440213737 0.00092898020196785752 0.0005235746543437186 0.00051806480015509349 0.00066689377980981329 0.0010176884401163918 0.00053625584987525407 0.00097231896911655405 0.00027818366242685143 0.00073542022650063842 0.00077773091737579493 0.00088016817925503147 0.00079096505019074384 0.00098791706857023049 0.001003122871408096 0.00083680929436893341 0.00099304841672549857 0.00079969071707952362 0.00084426017779005145 0.00090496954978878138 0.00086422722657082738 0.00040760323887303006 0.00087836408930996607 0.00074452751982662872 0.00080129116755050449 0.00094597203317300894
leaf_weight=65 55 53 52 72 53 57 62 64 53 92 76 75 55 58 69 55 71 60 58 57 55 55 231 66 70 96 52 57 125 111 60 80
leaf_count=65 55 53 52 72 53 57 62 64 53 92 76 75 55 58 69 55 71 60 58 57 55 55 231 66 70 96 52 57 125 111 60 80
internal_value=0 0.000852195 0.000543201 0.000398836 0.000869802 0.000682601 0.000637858 0.000707206 0.000333639 0.000608395 0.000816685 0.000832921 0.00077333 0.000870344 0.000392447 0.000915553 0.00094085 0.000972714 0.000869222 0.000869669 0.00089707 0.000948842 0.000969895 0.000833813 0.000926918 0.000862296 0.000929232 0.000463801 0.000839027 0.000815565 0.000885654 0.000898741
internal_weight=0 1727 643 316 1674 327 270 208 251 144 775 699 270 429 179 899 581 401 318 180 263 346 291 215 205 162 109 110 354 236 118 150
internal_count=2370 1727 643 316 1674 327 270 208 251 144 775 699 270 429 179 899 581 401 318 180 263 346 291 215 205 162 109 110 354 236 118 150
is_linear=0
shrinkage=0.0032998


Tree=7526
num_leaves=26
num_cat=0
split_feature=1 4 12 3 12 1 43 150 4 0 1 0 1 11 4 4 1446 1 15 3 3 4 3 0 3
split_gain=27.4242 3.86391 3.42404 2.3269 1.49235 1.08036 1.01296 0.768527 0.61882 0.448524 0.352723 0.598801 0.319249 0.29694 0.140661 0.139622 0.116827 0.111353 0.13171 0.107356 0.0890161 0.0556741 0.0521885 0.0521409 0.0188171
threshold=0.10538500000000002 0.27287000000000006 0.077755000000000005 -0.058704999999999993 0.09141500000000001 0.13301500000000002 -0.065804999999999989 1.0000000180025095e-35 0.064645000000000022 -0.061994999999999995 0.081005000000000008 -0.049744999999999991 1.0000000180025095e-35 1.0000000180025095e-35 0.054560000000000004 -0.080584999999999976 0.088500000000000009 0.089475000000000013 0.086070000000000021 0.094285000000000008 -0.026769999999999999 -0.0086449999999999982 0.0075150000000000008 -0.079604999999999995 -0.077354999999999993
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=2 3 6 -2 13 20 -1 12 10 -5 11 21 -8 14 16 -12 17 18 -4 -14 -3 23 -7 -6 -17
right_child=1 5 4 9 8 22 7 -9 -10 -11 15 -13 19 -15 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0051527719822498427 0.0055914192504751018 0.0049297955412224365 0.0059583854977261399 0.0050713614504548756 0.0058658943596369886 0.004445908858711916 0.005465574097040786 0.005222324967323607 0.0054120846848950601 0.0046840503790342609 0.0060205181655876511 0.0053547708049898855 0.0059084332729154049 0.0061531441266972709 0.0057504239927625113 0.0057226162174757872 0.0060846093385595488 0.0057491848750773674 0.0058467847425493734 0.0056741171257292944 0.0047284494314372523 0.005653247835544291 0.0042641748103782774 0.0057329567943681546 0.0058722438569560019
leaf_weight=87 99 52 477 102 86 53 52 52 69 53 64 52 59 66 71 52 60 58 216 56 85 84 53 154 58
leaf_count=87 99 52 477 102 86 53 52 52 69 53 64 52 59 66 71 52 60 58 216 56 85 84 53 154 58
internal_value=0 0.00490784 0.00578035 0.00519352 0.00584302 0.00460909 0.00545932 0.00558093 0.00571538 0.00493915 0.00575337 0.00569353 0.00569239 0.00592632 0.0059093 0.00588247 0.00592317 0.00591022 0.00592365 0.00579464 0.00480513 0.0057478 0.00435537 0.00578074 0.00580183
internal_weight=0 497 1873 254 1567 243 306 219 619 155 550 376 167 948 882 174 811 751 693 115 137 324 106 240 110
internal_count=2370 497 1873 254 1567 243 306 219 619 155 550 376 167 948 882 174 811 751 693 115 137 324 106 240 110
is_linear=0
shrinkage=0.0032998


Tree=7527
num_leaves=20
num_cat=0
split_feature=1 52 376 49 403 403 2 49 1 52 2 51 484 52 0 49 42 13 4
split_gain=0.25745 0.176054 0.106763 0.122261 0.103493 0.166391 0.0973624 0.0956937 0.111955 0.0901055 0.0901562 0.113681 0.143604 0.095156 0.0848357 0.0803465 0.0460248 0.102861 0.0339722
threshold=0.10538500000000002 -0.40011499999999994 0.083470000000000016 0.059705000000000001 -0.53379499999999991 -0.093044999999999989 0.086100000000000024 -0.048839999999999995 0.11249000000000002 0.51775000000000004 0.099675000000000014 -0.086159999999999987 0.049680000000000009 0.26959000000000005 -0.083804999999999977 -0.014869999999999998 -0.069844999999999977 0.0019650000000000002 -0.0097949999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 -1 6 -6 -3 -9 10 11 12 -7 15 -10 -13 -12 18 -18
right_child=1 2 -4 -5 5 9 -8 8 14 -11 16 13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0047805815757130292 0.016188755897455619 0.010506034209641845 -0.00015732687810764126 0.013934979287092404 0.020333548413418327 0.011105080379292868 0.012659297979740925 -0.0023542318029443139 0.0016823327797785895 0.017946005212956046 0.012712009506769241 0.0088316998923613464 -0.00011404262473364575 0.0064659897857685493 0.0093419151189608422 0.013066261709301289 0.011649502525319499 0.0014513735458345869 0.0071748715930187792
leaf_weight=67 53 85 69 61 90 84 102 60 72 52 55 152 52 83 97 870 90 65 111
leaf_count=67 53 85 69 61 90 84 102 60 72 52 55 152 52 83 97 870 90 65 111
internal_value=0 0.00700167 0.00590096 0.00702048 0.0113213 0.0115629 0.016266 0.00567149 0.00386917 0.0110023 0.01077 0.011424 0.00680221 0.0119913 0.00608929 0.0124382 0.008236 0.00730375 0.00918738
internal_weight=0 497 444 375 1873 1806 192 314 229 1614 1562 1241 136 1105 169 1022 321 266 201
internal_count=2370 497 444 375 1873 1806 192 314 229 1614 1562 1241 136 1105 169 1022 321 266 201
is_linear=0
shrinkage=0.16829


Tree=7528
num_leaves=28
num_cat=0
split_feature=12 2 3 43 16 43 150 12 16 48 16 16 11 49 3 12 2 2 43 403 43 43 2 403 15 16 3
split_gain=4.15984 1.53714 0.70782 1.22437 0.444799 0.403108 0.400667 0.288538 0.228688 0.217245 0.1708 0.215532 0.146588 0.114063 0.108489 0.0992858 0.0882917 0.0730158 0.140317 0.140782 0.130259 0.105954 0.0710709 0.0407998 0.0479587 0.0404786 0.0287769
threshold=0.077755000000000005 0.13631000000000001 0.30112000000000005 -0.040789999999999993 -0.50690499999999983 -0.097279999999999991 1.0000000180025095e-35 0.090465000000000004 0.15454000000000004 0.078910000000000022 0.0073350000000000004 0.070130000000000012 1.0000000180025095e-35 0.079765000000000016 -0.082334999999999978 -0.089089999999999989 0.093565000000000023 0.087610000000000007 -0.011154999999999998 0.036225000000000007 -0.0074049999999999993 -0.06656999999999999 0.095620000000000011 -0.52017999999999986 -0.087404999999999983 -0.065229999999999996 -0.069999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 -1 8 12 9 16 22 -12 17 14 -13 -7 -5 18 21 -20 25 -6 23 -9 -25 -19 -24
right_child=1 -3 -4 6 7 15 -8 10 -10 -11 11 13 -14 -15 -16 -17 -18 20 19 -21 -22 -23 26 24 -26 -27 -28
leaf_value=0.00068148465795099013 0.00062480040436434063 0.00035240946725640759 0.00032520462010953615 0.0007962651982089293 0.000975392054574725 0.00045035088529349446 0.00057905593346641796 0.00085996932901955361 0.0010075962198597187 0.00095347684622104178 0.00063858241864234513 0.0010037644886747965 0.0011375552414286038 0.00075414184847278644 0.00081941746362987052 0.00028747613971142271 0.00060822473957776772 0.00088431877810498868 0.0010985941966134337 0.00090327953570775062 0.00077159348865978321 0.00083269496648570042 0.0008100288864085714 0.0008800022286135638 0.00098994701434369607 0.00099097247029661037 0.00091744696158378074
leaf_weight=63 53 53 91 53 248 85 87 53 67 53 58 81 59 69 67 82 62 67 170 56 56 79 75 62 230 134 57
leaf_count=63 53 53 91 53 248 85 87 53 67 53 58 81 59 69 67 82 62 67 170 56 56 79 75 62 230 134 57
internal_value=0 0.000906756 0.000595638 0.000640156 0.000924286 0.000455899 0.000771658 0.000934057 0.000842812 0.000776885 0.000886216 0.000819582 0.000975416 0.000867798 0.000920548 0.000370587 0.000695193 0.000963562 0.000985769 0.00105035 0.00091564 0.000941026 0.000924557 0.000950425 0.000966723 0.000955597 0.000856681
internal_weight=0 1727 643 552 1674 230 322 1621 235 168 752 275 869 217 148 167 115 810 553 226 257 327 477 345 292 201 132
internal_count=2370 1727 643 552 1674 230 322 1621 235 168 752 275 869 217 148 167 115 810 553 226 257 327 477 345 292 201 132
is_linear=0
shrinkage=0.0032998


Tree=7529
num_leaves=15
num_cat=0
split_feature=4 123 13 39 457 12 4 376 14 12 47 43 4 12
split_gain=12.724 4.99756 2.62759 0.665292 0.625812 0.638264 0.742009 0.536129 0.517022 0.44537 0.223758 0.183377 0.237715 0.0725631
threshold=0.30163500000000004 0.081180000000000016 -0.16392499999999996 0.089790000000000023 0.097135000000000013 0.092495000000000008 -0.50665499999999986 0.083470000000000016 -0.10708499999999999 0.054520000000000006 0.10323000000000002 -0.069434999999999983 0.45363500000000007 0.11844
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -3 -2 -8 13 -10 -13 -7
right_child=8 7 3 -5 -6 10 9 -9 11 -11 -12 12 -14 -15
leaf_value=0.00088820409425241953 0.00092587271480014692 0.001063667438623746 0.0019641183014963634 0.0011587763013022681 0.0011700746552919046 0.0014843559219319428 0.0014067554569142128 0.00062292745956263633 0.00046822476491492084 0.0015925308255625684 0.0012427568273269405 0.00055345282794753222 0.00085070780201951409 0.0013485324544779262
leaf_weight=75 75 53 54 55 52 471 168 71 72 994 54 70 52 54
leaf_count=75 75 53 54 55 52 471 168 71 72 994 54 70 52 54
internal_value=0 0.00145482 0.00149515 0.00151906 0.00152977 0.00154017 0.00158342 0.000811592 0.00069233 0.0015657 0.00144928 0.000601862 0.00068044 0.00147045
internal_weight=0 2101 1977 1902 1847 1795 1216 124 269 1162 579 194 122 525
internal_count=2370 2101 1977 1902 1847 1795 1216 124 269 1162 579 194 122 525
is_linear=0
shrinkage=0.0032998


Tree=7530
num_leaves=17
num_cat=0
split_feature=1447 2 15 1212 1212 15 133 2 2 15 1429 124 124 457 43 2
split_gain=0.27575 0.199785 0.155535 0.127191 0.130005 0.109538 0.0978164 0.11 0.10774 0.0951122 0.0947056 0.076992 0.0936741 0.0751803 0.190046 0.0827115
threshold=-0.082954999999999987 0.114805 0.03981500000000001 0.089590000000000017 0.055770000000000007 0.086455000000000018 0.026115000000000003 0.12162000000000002 0.14823500000000003 -0.10981499999999998 -0.08262499999999999 -0.027784999999999997 -0.087444999999999981 0.080930000000000016 -0.053524999999999996 0.11123500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 10 -5 7 -3 9 -9 -2 12 -12 15 -15 -13
right_child=1 6 -4 5 -6 -7 -8 8 -10 -11 11 13 -14 14 -16 -17
leaf_value=0.012417673563966438 0.017490880874447057 -0.0016929334317862265 0.02374007675426006 0.021303869573928373 0.0029843475898529963 0.011781732720001492 0.010600508531551494 0.0045749251787653962 0.0011324752241988032 0.014275125223184417 0.011955935599688565 0.010580722537362667 0.0029618508767285086 0.013187766641253535 0.00033628346830556419 0.016700301421302837
leaf_weight=78 52 64 63 54 71 98 98 57 70 59 53 1252 88 64 67 67
leaf_count=78 52 64 63 54 71 98 98 57 70 59 53 1252 88 64 67 67
internal_value=0 0.00979567 0.0174894 0.0104874 0.0100705 0.0151764 0.00608153 0.0043029 0.00637564 0.00952414 0.0103756 0.0101419 0.00635535 0.0105089 0.00662859 0.0108929
internal_weight=0 2214 141 1866 1714 152 348 250 186 116 1643 1591 141 1450 131 1319
internal_count=2355 2214 141 1866 1714 152 348 250 186 116 1643 1591 141 1450 131 1319
is_linear=0
shrinkage=0.16829


Tree=7531
num_leaves=21
num_cat=0
split_feature=1 4 0 4 49 51 14 0 12 159 0 12 15 1455 1446 403 4 130 403 133
split_gain=0.252074 0.170736 0.14926 0.133214 0.113939 0.140197 0.13184 0.166432 0.127523 0.112529 0.122064 0.106574 0.106469 0.104 0.108792 0.0756944 0.123851 0.0708716 0.0785226 0.0564094
threshold=0.088595000000000021 -0.49432999999999994 -0.030209999999999997 -0.084384999999999988 -0.081589999999999982 -0.087909999999999988 -0.23083499999999998 -0.14454499999999995 0.097360000000000016 0.083310000000000009 -0.072529999999999983 0.089125000000000024 -0.093839999999999993 0.081065000000000012 0.037915000000000011 -0.015054999999999997 -0.07878499999999998 -0.004729999999999999 -0.014869999999999998 -0.081804999999999989
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 -1 3 17 -2 11 -7 12 9 10 -9 -6 -8 14 15 16 -5 -3 -19 -17
right_child=4 2 -4 13 5 6 7 8 -10 -11 -12 -13 -14 -15 -16 19 -18 18 -20 -21
leaf_value=0.019070577693431449 0.0010575702908595852 0.0096842209611524999 0.0013128507669115871 0.0021364204676905898 -0.00288494107605748 0.014747135977493952 -0.0025467116492790369 0.013337733393646837 0.0028982184423868847 0.0032737772902213455 0.0065196642927077813 0.0068980049386920435 0.0074369604062024565 0.0040258985858564753 0.015250236855344872 0.0075768604162354718 0.009889388055728256 0.019357688581054681 0.011426402800689914 0.011058145220358211
leaf_weight=56 103 85 60 104 65 73 72 225 93 63 113 61 52 103 91 190 135 82 65 464
leaf_count=56 103 85 60 104 65 73 72 225 93 63 113 61 52 103 91 190 135 82 65 464
internal_value=0 0.00992904 0.00955651 0.00993014 0.00635279 0.00701816 0.00796032 0.00715573 0.00854025 0.00984427 0.0110636 0.00183699 0.0016255 0.00914375 0.00967764 0.00910776 0.00652323 0.0136069 0.0158629 0.0100495
internal_weight=0 1435 1379 1319 920 817 691 618 494 401 338 126 124 1087 984 893 239 232 147 654
internal_count=2355 1435 1379 1319 920 817 691 618 494 401 338 126 124 1087 984 893 239 232 147 654
is_linear=0
shrinkage=0.16829


Tree=7532
num_leaves=34
num_cat=0
split_feature=1 52 52 15 2 2 15 4 2 50 52 52 1 4 14 15 4 2 15 133 15 133 133 1213 2 51 1 133 133 133 4 43 2
split_gain=5.81105 1.3707 0.737393 0.509811 0.320126 0.398694 0.289155 0.284055 0.23022 0.277487 0.2729 0.306703 0.230035 0.224944 0.214255 0.181157 0.13901 0.128051 0.119559 0.111806 0.193043 0.122293 0.097686 0.0973438 0.0922796 0.0824103 0.0963096 0.0491867 0.0461256 0.0812727 0.0456486 0.0438199 0.00680748
threshold=0.10335000000000001 -0.41304999999999997 0.12469000000000001 0.03981500000000001 0.10575500000000002 -1.0000000180025095e-35 0.08919500000000001 0.25472500000000003 0.089540000000000022 1.0000000180025095e-35 -0.016219999999999995 0.0029250000000000005 0.081315000000000012 -0.085629999999999984 -0.23083499999999998 -0.026169999999999995 0.024315000000000003 0.12358500000000001 0.11822000000000001 0.078935000000000019 -0.046449999999999998 0.09389500000000002 -1.0000000180025095e-35 -0.087969999999999979 0.074875000000000011 -0.086159999999999987 0.082265000000000019 -0.0073049999999999999 0.10397500000000001 -0.013329999999999998 -0.011809999999999999 -0.013199999999999998 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 -3 13 8 10 12 25 15 19 22 -6 -12 -16 -18 24 20 -10 -21 -5 -15 31 -1 30 32 29 -26 -27 -8 -25
right_child=1 2 -4 6 14 -7 18 -9 9 -11 11 -13 -14 23 16 -17 17 -19 -20 21 -22 -23 -24 27 28 26 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.00080752642647162357 0.001037807871818027 0.0004665108614224355 0.00082579654129457899 0.0011249255739731541 0.00058760134728286651 0.0008234722163954492 0.0008660546353515987 0.00068874453759471682 0.00092271323635647869 0.0010405539617427996 0.0010576764780970097 0.00093626588397083342 0.00068850635380554852 0.00091011024877741869 0.00045863776454104649 0.0013205998754382002 0.00015689142575642647 0.00037275528813640905 0.00086374938325288139 0.0010616996524906636 0.00067427213916713123 0.0008626957815949626 0.001297513761410419 0.0011550860826736217 0.0010013184703068561 0.0009378628858802469 0.00084334018564202837 0.00099892566941745431 0.00097249224530093379 0.0011603548063427087 0.0010790835392256455 0.00099579041627955952 0.0010803763128005848
leaf_weight=63 65 98 76 89 53 53 64 54 86 101 59 95 83 55 80 60 53 71 86 66 59 76 68 58 76 56 62 67 72 76 58 65 52
leaf_count=63 65 98 76 89 53 53 64 54 86 101 59 95 83 55 80 60 53 71 86 66 59 76 68 58 76 56 62 67 72 76 58 65 52
internal_value=0 0.000587325 0.000526754 0.000975189 0.000470963 0.000592035 0.0010358 0.000923842 0.000937543 0.000885755 0.000991311 0.00107783 0.000843404 0.00110202 0.00039969 0.00119054 0.000350698 0.000280775 0.000977037 0.000888077 0.000821866 0.000955439 0.0011999 0.00103562 0.00100454 0.000913699 0.000951504 0.00107442 0.00104633 0.00108107 0.00101002 0.000931699 0.00112009
internal_weight=0 549 484 1806 408 151 828 978 924 471 453 214 370 389 257 119 204 124 439 287 145 142 157 232 353 239 176 177 224 152 114 129 110
internal_count=2355 549 484 1806 408 151 828 978 924 471 453 214 370 389 257 119 204 124 439 287 145 142 157 232 353 239 176 177 224 152 114 129 110
is_linear=0
shrinkage=0.0032998


Tree=7533
num_leaves=22
num_cat=0
split_feature=2 1446 49 3 480 160 1209 1210 3 3 0 13 51 2 49 51 49 2 3 157 2
split_gain=0.155588 0.186325 0.144878 0.136727 0.11013 0.0844359 0.0799573 0.115747 0.093255 0.116934 0.127953 0.0792385 0.081233 0.0729218 0.0682888 0.0937984 0.0664301 0.0463081 0.0355011 0.0345854 0.0326496
threshold=0.099675000000000014 0.037915000000000011 -0.086904999999999996 0.092330000000000009 0.08740500000000001 -0.083899999999999988 0.091400000000000023 -0.079504999999999978 -0.082844999999999988 -0.082154999999999992 -0.037794999999999995 -0.089189999999999978 0.093705000000000024 0.12399000000000002 0.047620000000000003 -0.08860999999999998 0.10877000000000002 0.087610000000000007 -0.027864999999999997 -0.08205999999999998 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -3 -4 7 -1 17 -10 -11 13 14 -7 15 -13 -16 19 -17 -9 -19
right_child=2 4 5 -5 -6 11 -8 8 9 10 -12 12 -14 -15 16 18 -18 20 -20 -21 -22
leaf_value=0.0023607412341819468 -0.0028827952512844213 0.017529964280576824 0.010841642337657061 0.00090981848387983167 0.0083190177165716073 -0.0031847094168905459 0.014355175180000557 0.01521090297784209 0.00020106993484454423 0.0085845611290903626 -0.00010773504000153748 -0.0023430034829477349 0.012717932283296049 0.0055198469018510202 0.012956038955762762 0.0074999764347600164 0.0052398005225734318 0.006692772905593833 0.0026868611927985567 0.010466801020612993 0.011640579081556874
leaf_weight=94 53 99 97 74 60 52 61 52 63 561 52 53 52 57 58 115 72 155 72 351 52
leaf_count=94 53 99 97 74 60 52 61 52 63 561 52 53 52 57 58 115 72 155 72 351 52
internal_value=0 0.00857 0.00554345 0.00799207 0.0140654 0.00625744 0.00835452 0.00808797 0.00850521 0.00713462 0.00784427 0.00541664 0.00646258 0.00135073 0.0055786 0.00388238 0.00869625 0.0100211 0.00565641 0.0110834 0.00794438
internal_weight=0 1674 681 1515 159 628 1441 1380 1286 676 613 531 422 109 370 240 130 610 187 403 207
internal_count=2355 1674 681 1515 159 628 1441 1380 1286 676 613 531 422 109 370 240 130 610 187 403 207
is_linear=0
shrinkage=0.16829


Tree=7534
num_leaves=17
num_cat=0
split_feature=1 34 12 13 39 1186 1 1447 42 130 12 1447 133 1212 3 130
split_gain=0.176972 0.16354 0.127424 0.256172 0.134205 0.11918 0.0996256 0.0929792 0.094814 0.113185 0.1346 0.0904178 0.0784247 0.0431619 0.0498827 0.0355495
threshold=0.11481500000000001 -0.021334999999999996 -0.10236499999999998 -0.093039999999999984 0.098905000000000007 0.062435000000000011 0.13052500000000003 -0.082954999999999987 -0.075014999999999984 -0.015164999999999998 -1.0000000180025095e-35 -0.086279999999999982 0.085720000000000018 0.0025400000000000002 -0.07964499999999998 0.085970000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 7 -5 11 13 -10 -11 -3 -12 14 15 -9
right_child=2 5 3 4 -6 -7 -8 8 9 10 12 -13 -14 -15 -16 -17
leaf_value=0.016240909002507353 0.010021020644332435 0.0074946875164944859 -0.0083402333175030593 0.0031720476583493177 -0.003373014443920009 -0.00031781160521886042 0.011881727220446961 0.004111052933960589 0.012574272300174808 -0.0010179052647045176 0.0052242602458313636 0.016381969742581513 0.0080788213311155793 0.012646270519070815 0.012513151943022237 0.0086972599709252609
leaf_weight=53 57 78 61 100 52 65 60 82 72 79 878 57 401 80 58 122
leaf_count=53 57 78 61 100 52 65 60 82 72 79 878 57 401 80 58 122
internal_value=0 0.00699167 0.00277926 0.00126066 0.00403166 0.00674217 0.00644941 0.00698375 0.00665692 0.00605122 0.00570405 0.0112604 0.00612064 0.00918429 0.00812034 0.00686259
internal_weight=0 2025 330 273 212 1972 160 1907 1772 1430 1358 135 1279 342 262 204
internal_count=2355 2025 330 273 212 1972 160 1907 1772 1430 1358 135 1279 342 262 204
is_linear=0
shrinkage=0.16829


Tree=7535
num_leaves=16
num_cat=0
split_feature=2 156 11 156 2 156 40 12 159 2 2 12 16 51 12
split_gain=0.190191 0.160942 0.173831 0.114403 0.113522 0.110877 0.0929591 0.0915773 0.128706 0.120178 0.105396 0.0771026 0.139154 0.0531045 0.0492083
threshold=0.16730000000000003 0.0010500000000000004 0.085630000000000026 0.087205000000000019 -0.087244999999999975 0.089090000000000016 -0.081029999999999977 0.084160000000000013 -0.078814999999999982 0.087525000000000006 0.11500500000000001 0.091680000000000011 0.052915000000000011 0.081440000000000026 0.093840000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -5 -6 8 -8 14 -11 12 -7 -10 -9
right_child=-2 3 -4 5 6 11 7 9 13 10 -12 -13 -14 -15 -16
leaf_value=-0.002127035413762606 -0.0046672098300530544 0.015004597186827758 -0.0032416887513002533 0.00065441379460322595 0.011133576877615445 0.0069769293834256313 -0.004334514174635205 0.0082972664300540715 0.0052260078640545661 0.00335549401408612 0.009873328779160034 0.0046882412876137888 0.017096210983915224 0.00071988484537452327 0.004722935465093509
leaf_weight=59 54 66 73 59 76 99 58 488 306 551 81 86 64 99 144
leaf_count=59 54 66 73 59 76 99 58 488 306 551 81 86 64 99 144
internal_value=0 0.00541887 0.00479908 0.00862076 0.00511528 0.00724696 0.00535327 0.00509786 0.00306485 0.00584112 0.00419369 0.00880183 0.0109612 0.00412895 0.0074857
internal_weight=0 2309 1935 374 1862 308 1803 1727 463 1264 632 249 163 405 632
internal_count=2363 2309 1935 374 1862 308 1803 1727 463 1264 632 249 163 405 632
is_linear=0
shrinkage=0.16829


Tree=7536
num_leaves=22
num_cat=0
split_feature=4 3 51 14 43 12 12 12 41 3 3 4 11 3 52 43 43 480 52 43 12
split_gain=5.16353 1.40287 1.09753 0.546407 0.420043 0.217487 0.274341 0.212588 0.335978 0.189559 0.180682 0.17422 0.14639 0.226321 0.159992 0.150154 0.110798 0.093895 0.082512 0.0357109 0.0161088
threshold=0.30163500000000004 -0.064294999999999977 0.07955000000000001 -0.42214499999999994 -0.055679999999999993 -0.040564999999999997 1.0000000180025095e-35 0.10321000000000001 0.075585000000000013 0.10812000000000001 0.077930000000000013 -0.0052149999999999992 1.0000000180025095e-35 -0.096099999999999977 -0.048309999999999992 0.066010000000000013 -0.085474999999999982 0.08610000000000001 -0.080429999999999988 -0.053084999999999993 -0.010219999999999998
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 7 4 -2 16 -5 -7 8 12 10 20 -4 13 14 -1 17 -3 -15 -9 -20 -6
right_child=3 2 11 5 9 6 -8 18 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0007264495433600012 0.00072779269101756999 0.00082746159664341754 0.00044627054176027696 0.00022246920111432589 0.00088351302589206448 0.00059565350250652502 0.00028208024768930319 0.00097707721507058246 0.0012352799986779996 0.00079736346004401345 0.0011481448815358218 0.00066628333834818426 0.0011346500812993059 0.0010119008438016469 0.00095846354999181381 0.0008505220167170952 0.00062272287558723383 0.00090164892301606507 0.00087439933594630071 0.00074577208238083925 0.00097760567558192036
leaf_weight=65 56 60 80 79 53 64 59 53 62 57 73 80 70 980 69 80 60 99 56 52 56
leaf_count=65 56 60 80 79 53 64 59 53 62 57 73 80 70 980 69 80 60 99 56 52 56
internal_value=0 0.000933642 0.00078439 0.000438766 0.00088586 0.000358466 0.000445527 0.000982461 0.00099547 0.000966285 0.001019 0.000556497 0.000984536 0.000976382 0.000846182 0.000991405 0.000725386 0.00100182 0.000867094 0.000812794 0.000932177
internal_weight=0 2105 519 258 359 202 123 1586 1425 239 182 160 1363 1293 134 1159 120 1079 161 108 109
internal_count=2363 2105 519 258 359 202 123 1586 1425 239 182 160 1363 1293 134 1159 120 1079 161 108 109
is_linear=0
shrinkage=0.0032998


Tree=7537
num_leaves=14
num_cat=0
split_feature=1429 3 3 4 3 150 13 3 14 15 4 15 4
split_gain=0.192992 0.171459 0.132025 0.119835 0.10194 0.0929215 0.22191 0.153308 0.132114 0.122504 0.0929237 0.0772437 0.070917
threshold=0.084895000000000012 0.31840500000000005 -0.086234999999999992 0.30163500000000004 -0.14070999999999997 0.082965000000000025 -0.011494999999999998 -0.083829999999999988 0.076975000000000002 -0.14820999999999998 -0.49432999999999994 -0.45726999999999995 -0.13833499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 8 7 -7 9 -1 -11 -6 -12
right_child=2 -3 -4 4 11 6 -8 -9 -10 10 12 -13 -14
leaf_value=0.011970272591633723 0.017615827630845595 -0.0043652353506006044 0.0070574129617511144 -0.0049719152253712923 0.0079377303761503804 -0.00056086894551711389 -0.0040848536439251487 0.011021488243011284 0.013166413589532251 0.010498623810518743 4.2728614453477975e-05 0 0.0050142031134298463
leaf_weight=76 53 59 94 59 60 53 97 82 64 84 87 83 1412
leaf_count=76 53 59 94 59 60 53 97 82 64 84 87 83 1412
internal_value=0 0.00456941 0.0108764 0.00481463 0.000901552 0.00521803 0.00204402 0.00646103 0.00564436 0.0053531 0.00503427 0.00333743 0.00472686
internal_weight=0 2216 147 2157 202 1955 232 135 1723 1659 1583 143 1499
internal_count=2363 2216 147 2157 202 1955 232 135 1723 1659 1583 143 1499
is_linear=0
shrinkage=0.16829


Tree=7538
num_leaves=17
num_cat=0
split_feature=1 49 376 402 1213 0 160 0 13 160 403 160 12 2 3 12
split_gain=0.195567 0.18981 0.137548 0.125333 0.174988 0.115685 0.103249 0.0948083 0.160798 0.0790472 0.0737392 0.0818605 0.0645458 0.182137 0.0895413 0.0315917
threshold=0.11130500000000002 -0.064484999999999987 0.083705000000000016 -0.090599999999999986 -0.023164999999999995 -0.20489499999999997 -1.0000000180025095e-35 -0.10891999999999999 -0.077274999999999996 -0.11051499999999999 -0.23413499999999995 -0.5335399999999999 0.083795000000000022 0.078405000000000016 -0.14906999999999998 0.096425000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 9 -8 -9 -3 -7 -12 13 -13 -14 -6
right_child=1 6 -4 5 15 10 7 8 -10 -11 11 12 14 -15 -16 -17
leaf_value=0.015891961877808745 -0.0075341218364213189 0.0019870526936074853 0.013126062415746606 0.009923150897798147 0.0074660432121563258 -0.00067687628575553846 0.0054832117240646424 -0.0095565031368999714 0.0019403166504026272 0.011184326777258691 0.010049835745925282 -0.0069227349160486378 0.0093134096465002057 0.0036209806116088363 0.0039600429893587022 0.0017441880464553793
leaf_weight=64 66 53 55 93 60 97 68 53 98 54 63 57 97 248 1085 52
leaf_count=64 66 53 55 93 60 97 68 53 98 54 63 57 97 248 1085 52
internal_value=0 0.000689609 0.00481088 0.00457125 0.00885988 0.00413643 0.00236005 0.000258058 -0.00208309 0.00664546 0.00380858 0.00409044 0.00383675 0.00164463 0.00440088 0.00482551
internal_weight=0 392 1971 1916 176 1740 326 219 151 107 1647 1550 1487 305 1182 112
internal_count=2363 392 1971 1916 176 1740 326 219 151 107 1647 1550 1487 305 1182 112
is_linear=0
shrinkage=0.16829


Tree=7539
num_leaves=23
num_cat=0
split_feature=1 47 4 12 12 1 16 47 1 12 11 0 2 13 52 1447 123 52 2 2 11 4
split_gain=12.0578 2.00389 1.30134 0.767159 0.794044 0.762829 0.650671 0.636946 0.853758 0.446292 0.416071 0.309087 0.270661 0.156255 0.132747 0.175768 0.128464 0.109893 0.0940809 0.0668454 0.0499686 0.0442656
threshold=0.10932500000000002 0.085770000000000027 0.27834500000000006 0.054520000000000006 0.11769500000000001 0.13662500000000002 -0.036039999999999996 0.077555000000000013 0.10141500000000002 0.088335000000000011 1.0000000180025095e-35 -0.10417499999999999 0.090225000000000014 -0.06286499999999999 0.093245000000000008 -0.082344999999999988 0.084235000000000018 -0.0046699999999999997 0.096325000000000008 0.092495000000000008 0.084680000000000019 -0.047714999999999987
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 3 7 10 9 -3 8 11 16 12 -1 14 19 15 -5 -2 -15 -13 -14 -12 -16
right_child=1 6 -4 4 -6 -7 -8 -9 -10 -11 20 18 13 17 21 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00087122490173998258 0.00047102983362104511 0.00065056499619959066 0.00062582180783342942 0.0010251863654769564 0.00082300615435400065 0.00013886565720847661 0.001132954941450916 0.0013148153040941583 0.00055464236445251162 0.0007496637186217201 0.0014662971484542078 0.0012343029894215257 0.0010733885055158527 0.00091459159075775237 0.00135111649428935 0.0012070016034570865 0.00026336351941818833 0.0010891612358875263 0.00103649255430899 0.0012016351440195449 0.001316218540330378 0.0012196882050847162
leaf_weight=84 88 68 54 66 67 103 56 56 54 53 52 58 67 56 92 717 53 163 55 186 63 52
leaf_count=84 88 68 54 66 67 103 56 56 54 53 52 58 67 56 92 717 53 163 55 186 63 52
internal_value=0 0.000516162 0.00113234 0.00114681 0.00117625 0.000368855 0.000868703 0.000995117 0.000923649 0.000490781 0.00119185 0.00102462 0.001176 0.00111076 0.00120919 0.00119172 0.000393221 0.00104468 0.00113834 0.00116781 0.00138439 0.0013039
internal_weight=0 421 1942 1888 1581 297 124 307 251 194 1514 197 1399 472 927 783 141 219 113 253 115 144
internal_count=2363 421 1942 1888 1581 297 124 307 251 194 1514 197 1399 472 927 783 141 219 113 253 115 144
is_linear=0
shrinkage=0.0032998


Tree=7540
num_leaves=26
num_cat=0
split_feature=1 40 52 47 51 1 1 11 52 52 160 52 43 52 43 52 13 1 160 1 130 52 13 1212 51
split_gain=7.41058 1.1291 1.03243 0.646192 0.488059 0.353033 0.339067 0.265827 0.220086 0.228833 0.228118 0.153972 0.151306 0.149328 0.132247 0.152928 0.119571 0.0972242 0.0833487 0.0828601 0.0975452 0.0935621 0.0522432 0.0586258 0.0235388
threshold=0.10752500000000002 -0.026419999999999996 -0.23818999999999999 0.10372500000000003 0.088440000000000005 0.13210500000000003 0.092810000000000017 0.077290000000000011 -0.030899999999999997 -0.092264999999999986 -0.00363 -0.27209499999999992 -0.079854999999999995 -0.46591499999999991 0.065040000000000014 0.087555000000000008 -0.085499999999999979 0.090840000000000018 0.0088350000000000008 0.091960000000000014 -0.0015749999999999998 0.0043000000000000009 -0.086689999999999975 -0.020729999999999995 -0.025359999999999997
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=1 6 -2 4 5 12 -1 8 9 11 -11 13 -4 24 16 -16 22 -9 -13 20 -18 -21 23 -10 -3
right_child=2 7 3 -5 -6 -7 -8 17 14 10 -12 18 -14 -15 15 -17 19 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.0009056987850709344 0.00098055930485428091 0.0010636678580620575 0.00032047656473853701 0.0007316033202302561 0.00067824756284871304 0.00020434191686107274 0.00054891230832533459 0.0012948208831108751 0.0011959417932547525 0.00069564116330078705 0.00097812325807671041 0.0012001917361291249 0.00054732762830415416 0.00080474052793475719 0.00086306756580875978 0.0010638447427444857 0.0011117591261402583 0.0010954295187160642 0.0010221539623294022 0.0010476009365366192 0.0010106272900961301 0.0012301626387113311 0.0012252152207960262 0.0010678408351911682 0.00095747821243996807
leaf_weight=53 54 66 53 95 63 103 66 58 60 60 68 58 85 55 85 87 138 57 67 80 566 56 54 160 52
leaf_count=53 54 66 53 95 63 103 66 58 60 60 68 58 85 55 85 87 138 57 67 80 566 56 54 160 52
internal_value=0 0.00102048 0.000551686 0.000493554 0.000419048 0.000351144 0.000708113 0.00104081 0.00103034 0.000964341 0.000845985 0.00101506 0.000460459 0.000949839 0.00105218 0.000964828 0.00106564 0.0011963 0.00110505 0.00104552 0.0010305 0.00112303 0.00112716 0.00110294 0.00101717
internal_weight=0 1946 453 399 304 241 119 1827 1712 426 128 298 138 173 1286 172 1114 115 125 840 704 136 274 220 118
internal_count=2399 1946 453 399 304 241 119 1827 1712 426 128 298 138 173 1286 172 1114 115 125 840 704 136 274 220 118
is_linear=0
shrinkage=0.0032998


Tree=7541
num_leaves=22
num_cat=0
split_feature=3 43 159 1 11 133 133 0 3 133 3 484 51 2 4 52 43 3 3 1 40
split_gain=0.17723 0.189844 0.120279 0.145178 0.114238 0.112128 0.105461 0.153939 0.172164 0.143525 0.0749375 0.103766 0.0993623 0.0863803 0.109902 0.074078 0.16412 0.0594739 0.0549925 0.0267428 0.0261277
threshold=0.31370500000000007 -0.011154999999999998 0.083310000000000009 0.073870000000000005 0.077290000000000011 0.084735000000000019 -0.0081099999999999974 -0.032619999999999989 -0.031844999999999991 -0.038089999999999992 -0.098469999999999988 -0.070034999999999986 0.10838000000000002 0.084825000000000025 -0.021234999999999997 0.086065000000000016 -0.072174999999999975 -0.074479999999999977 0.11191000000000002 0.10396500000000002 -0.080884999999999985
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 2 6 5 10 -4 9 8 15 -1 -3 -12 13 14 -13 16 -8 -17 -15 -6 -10
right_child=-2 4 3 -5 19 -7 7 -9 20 -11 11 12 -14 18 -16 17 -18 -19 -20 -21 -22
leaf_value=0.0049866709200048331 -0.0029259045403573821 0.00075767363498215523 0.0096884609766075443 -0.0048289996211894545 0.014872995888270093 -0.0011811240463331478 0.0056597131218278484 0.011923611422594906 -0.004489341892813874 -0.0063729669453304128 0 0.007400455638418367 0.014352609239946183 0.0046316499340072785 0.016015109292097457 0.0062135721489424908 -0.0017547586272814632 0.012148412359627599 0.0094973939294619725 0.0094002231062896447 0.00074688747746702881
leaf_weight=72 78 64 54 92 54 53 427 87 53 56 60 185 53 398 55 202 105 64 80 53 54
leaf_count=72 78 64 54 92 54 53 427 87 53 56 60 185 53 398 55 202 105 64 80 53 54
internal_value=0 0.00521525 0.00388559 6.39005e-05 0.00696376 0.00428767 0.00456302 0.00514963 0.00449644 2.79346e-06 0.00633826 0.00676589 0.0072905 0.0067667 0.00938213 0.00534697 0.00419295 0.00764826 0.00544976 0.012179 -0.00182997
internal_weight=0 2321 1319 199 1002 107 1120 992 905 128 895 831 771 718 240 798 532 266 478 107 107
internal_count=2399 2321 1319 199 1002 107 1120 992 905 128 895 831 771 718 240 798 532 266 478 107 107
is_linear=0
shrinkage=0.16829


Tree=7542
num_leaves=28
num_cat=0
split_feature=1 4 123 2 13 13 2 2 2 2 0 0 132 16 4 1 1212 0 16 48 16 16 0 4 13 0 13
split_gain=16.8784 2.27698 2.25579 1.45527 1.34072 0.96679 0.95732 2.04811 0.601486 0.374656 0.421191 0.36883 0.238247 0.223525 0.206267 0.266511 0.1819 0.137855 0.135803 0.13182 0.115058 0.104428 0.0930719 0.0680131 0.0639312 0.0475478 0.0343625
threshold=0.10335000000000001 -0.03463999999999999 1.0000000180025095e-35 0.14983000000000005 -0.00067499999999999993 -0.33260499999999998 0.10332000000000001 -1.0000000180025095e-35 0.090225000000000014 0.078405000000000016 -0.099059999999999995 -0.091054999999999983 0.089365000000000014 -0.0088649999999999996 0.053455000000000009 1.0000000180025095e-35 0.087685000000000013 -0.076539999999999983 0.19578000000000004 0.086330000000000018 -0.50624499999999995 -0.38959499999999997 -0.07964499999999998 -0.011269999999999997 -0.075679999999999983 -0.15825999999999998 -0.011834999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 -2 -3 7 -7 9 11 25 -1 14 20 15 18 19 23 24 22 -8 -16 -12 26 -10 -11 -13
right_child=1 3 -4 -5 -6 6 13 -9 12 10 16 17 -14 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0011086033097796487 0.00077095185365367192 0.00027987034540831723 0.0008044914750349897 0.00012755084914872265 0.0014985314369617732 0.00052616992698633356 0.00056929314093564099 0.0013072017940760818 0.0014494770306096149 0.0016115425996384373 0.0014875134943569941 0.0014523144833972488 0.0011436398580163146 0.00041904705930842723 0.0013453964059559995 0.001544653444964478 0.0013219799203181557 0.0012848838215162026 0.001216497521615282 0.0013426344338157024 0.00077748250279762615 0.0011579040350145652 0.0016399965298413771 0.0015626211288337906 0.0013376737427905835 0.0017658261996368061 0.0013384688748112167
leaf_weight=54 54 54 71 58 57 67 60 81 98 54 444 118 72 56 60 92 91 78 78 67 60 83 54 52 180 53 53
leaf_count=54 54 54 71 58 57 67 60 81 98 54 444 118 72 56 60 92 91 78 78 67 60 83 54 52 180 53 53
internal_value=0 0.000722578 0.00138245 0.000614982 0.00114489 0.00068968 0.000757873 0.000953865 0.00140547 0.0014525 0.00149418 0.0013628 0.00132611 0.000592862 0.00134828 0.00138377 0.00146247 0.00140829 0.0013421 0.00148503 0.000673681 0.00123682 0.00150412 0.00145129 0.00137721 0.00168829 0.00141724
internal_weight=0 547 1852 436 111 378 324 148 1781 1118 763 355 663 176 591 448 656 301 356 565 120 143 498 223 278 107 171
internal_count=2399 547 1852 436 111 378 324 148 1781 1118 763 355 663 176 591 448 656 301 356 565 120 143 498 223 278 107 171
is_linear=0
shrinkage=0.0032998


Tree=7543
num_leaves=24
num_cat=0
split_feature=4 43 11 150 47 150 1212 1 12 12 13 13 131 13 13 49 43 0 158 4 15 49 49
split_gain=0.187702 0.155485 0.166333 0.132921 0.143104 0.12915 0.115984 0.11727 0.200926 0.100715 0.106227 0.0921883 0.0862447 0.0844349 0.0797436 0.082061 0.0751546 0.0670502 0.0602149 0.0612019 0.0577691 0.045114 0.0383974
threshold=0.30163500000000004 -0.011154999999999998 0.077290000000000011 0.089910000000000018 0.096300000000000011 0.081245000000000026 0.087685000000000013 0.08844500000000001 0.084760000000000016 0.094185000000000005 -0.052454999999999995 -0.089899999999999994 0.088610000000000008 -0.117405 -0.094384999999999983 0.094245000000000009 -0.085349999999999995 -0.071719999999999992 1.0000000180025095e-35 -0.088784999999999989 -0.42759999999999992 0.10852500000000001 -0.00064499999999999985
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=1 6 3 4 13 11 7 8 16 10 12 -2 -9 -3 -15 -16 22 -12 19 -10 -13 -21 -1
right_child=5 2 -4 -5 -6 -7 -8 9 18 -11 17 20 -14 14 15 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=0.010220428392226684 -0.0064356036263543562 0.00046608907573524435 0.014745083876922823 -0.0014203750426995232 0.014227204117867357 0.0072850662015515513 -0.001802985424071879 0.0085773781765875381 -0.00050538151131622553 0.0067453981392059841 -0.0072524936396339106 0.0043259147444316476 0 0.013173565720927463 0.0070503990597092963 0.00050281974212172133 0.006676212434637163 0.00085640798868322286 -0.00097231690043584685 0.0060705474522157795 -0.0029033121880319237 0.00095410064103317017 0.016532663981143798
leaf_weight=57 67 63 77 55 73 65 81 57 53 99 60 74 79 54 534 61 83 55 54 431 54 56 57
leaf_count=57 67 63 77 55 73 65 81 57 53 99 60 74 79 54 534 61 83 55 54 431 54 56 57
internal_value=0 0.00558103 0.00724029 0.00655021 0.00711095 0.000784177 0.00433444 0.00477171 0.00590795 0.00219867 0.000398183 -0.00137357 0.00358817 0.00637881 0.00695 0.00638215 0.0105718 -0.0033587 0.00435816 0.00489454 0.00126205 0.0054859 0.0133923
internal_weight=0 2139 917 840 785 260 1222 1141 791 350 251 195 136 712 649 595 197 115 594 540 128 487 114
internal_count=2399 2139 917 840 785 260 1222 1141 791 350 251 195 136 712 649 595 197 115 594 540 128 487 114
is_linear=0
shrinkage=0.16829


Tree=7544
num_leaves=24
num_cat=0
split_feature=1 2 40 2 2 2 11 49 51 2 1 16 1213 2 0 16 0 16 52 13 2 1213 43
split_gain=8.01125 1.22212 1.09392 0.522459 0.871095 0.483697 0.40568 0.275006 0.26842 0.179132 0.179605 0.142384 0.119581 0.103209 0.158986 0.132201 0.102508 0.102333 0.0707319 0.0574813 0.0522901 0.0334066 0.0472188
threshold=0.10752500000000002 0.14823500000000003 -0.079639999999999975 -1.0000000180025095e-35 0.10859000000000001 0.099675000000000014 1.0000000180025095e-35 -0.014169999999999999 1.0000000180025095e-35 0.11701500000000002 0.097555000000000017 0.19578000000000004 1.0000000180025095e-35 0.088710000000000011 -0.071844999999999978 -0.079074999999999993 -0.079854999999999995 -0.41863499999999992 0.090415000000000009 -0.083514999999999992 0.10686000000000002 0.104315 -0.0087649999999999985
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 3 -1 -2 -5 6 12 -7 17 10 11 20 13 14 16 18 -4 -6 -15 -17 -9 22 -14
right_child=1 -3 5 4 8 7 -8 9 -10 -11 -12 -13 21 15 -16 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00050142289904833368 0.00024394339172844056 9.4084167403147936e-06 0.0009091172643854625 0.00079779346412557877 0.00042046651816576608 0.00056130113727230534 0.001148382943565581 0.00094944559204394863 0.00060007463875437689 0.0006916272906780205 0.0010315937919183121 0.00068017190884025742 0.00094613242881074725 0.00068584968910272517 0.00073796443796666307 0.0009883183860492546 0.0010224253982645693 0.00023819493797450379 0.00084673939694816683 0.00086224655426984595 0.00080538471362792392 0.00092677664930385681 0.0010909053621572724
leaf_weight=83 90 78 657 92 67 53 79 64 56 89 57 59 54 72 55 55 107 70 57 204 58 85 58
leaf_count=83 90 78 657 92 67 53 79 64 56 89 57 59 54 72 55 55 107 70 57 204 58 85 58
internal_value=0 0.000385675 0.000873057 0.000463845 0.000533164 0.000889595 0.000916651 0.000783915 0.000406837 0.000819889 0.000867704 0.000815897 0.000903587 0.000890961 0.000912513 0.000845378 0.000925032 0.000327592 0.000757214 0.000889155 0.000881246 0.000980762 0.00102142
internal_weight=0 453 1946 375 285 1863 1483 380 193 327 238 181 1404 1207 819 388 764 137 129 259 122 197 112
internal_count=2399 453 1946 375 285 1863 1483 380 193 327 238 181 1404 1207 819 388 764 137 129 259 122 197 112
is_linear=0
shrinkage=0.0032998


Tree=7545
num_leaves=19
num_cat=0
split_feature=403 12 12 403 15 124 48 47 48 1 11 0 393 150 15 151 1 13
split_gain=0.159782 0.109793 0.128429 0.118126 0.0925933 0.127932 0.0969947 0.141849 0.0941993 0.226481 0.0786535 0.139377 0.0667967 0.0567779 0.0498763 0.0489129 0.0361866 0.00964964
threshold=-0.54045999999999983 0.082780000000000006 0.083865000000000009 0.085190000000000002 -0.41880499999999993 -0.085959999999999995 0.083830000000000002 0.09550500000000002 -0.068459999999999979 0.10141500000000002 0.085155000000000022 -0.014954999999999998 0.10277000000000001 0.087380000000000013 -0.14733499999999997 -0.091874999999999984 0.10638500000000002 -0.077549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 17 -6 8 13 -7 -10 11 12 14 -8 -4 -16 -12 -2
right_child=1 2 10 -5 5 6 7 -9 9 -11 16 -13 -14 -15 15 -17 -18 -19
leaf_value=0.01309894502748744 0.008154311167219758 0.012975166593172726 -0.00016493033577087249 0.010270301431241455 0.0072766601123603883 0.0037821543455157022 0.010124549224383217 -0.0038105273414058183 1.5713965788872395e-05 -0.011910887739441614 -0.0027799058803139438 0.01271549953315184 0.010667476623581404 0.0027890150776991975 0.0094485768016413681 0.0045353212378826937 0.003464763254276311 0.0047931696426969667
leaf_weight=61 52 57 60 52 78 58 56 60 137 67 52 66 53 66 61 1220 53 53
leaf_count=61 52 57 60 52 78 58 56 60 137 67 52 66 53 66 61 1220 53 53
internal_value=0 0.00435662 0.00510987 0.00255462 0.00191186 0.000990573 -0.000109693 0.00287043 -0.00218671 -0.00389255 0.00482226 0.0051423 0.00478245 0.00617087 0.00454852 0.00477069 0.000355055 0.00647485
internal_weight=0 2301 1622 679 627 522 444 182 262 204 1565 1460 1394 122 1341 1281 105 105
internal_count=2362 2301 1622 679 627 522 444 182 262 204 1565 1460 1394 122 1341 1281 105 105
is_linear=0
shrinkage=0.16829


Tree=7546
num_leaves=32
num_cat=0
split_feature=12 15 12 13 3 3 0 0 15 15 3 0 3 15 15 16 0 13 13 15 3 1212 15 15 13 0 3 51 484 133 12
split_gain=4.47519 1.08869 0.800562 0.770294 0.765173 0.657567 0.729663 0.517686 0.42387 0.273483 0.261916 0.244254 0.230409 0.174145 0.138596 0.131398 0.116315 0.0963204 0.0931894 0.114028 0.0927235 0.0841055 0.064243 0.0610039 0.0984922 0.0535588 0.0532896 0.0469943 0.0364429 0.0343746 0.0197599
threshold=0.077755000000000005 -0.25061999999999995 0.093270000000000006 -0.10099999999999999 0.11191000000000002 -1.0000000180025095e-35 -0.067094999999999988 -0.042364999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10919499999999999 -0.10185499999999999 -0.116045 -0.033689999999999991 -0.043644999999999996 -0.092714999999999978 -0.14032999999999998 -0.026884999999999996 -0.087394999999999987 0.092400000000000024 -0.092474999999999988 0.037395000000000005 -0.074254999999999974 0.091475000000000015 -0.065674999999999983 -0.084184999999999996 -0.080884999999999985 -0.015609999999999997 -0.077774999999999983 0.024130000000000002 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 9 -4 5 6 16 13 -7 10 -2 -1 -11 15 -6 -5 -3 25 26 20 -20 -22 -17 -15 -25 27 -14 -12 -29 -26 -27
right_child=2 4 3 7 14 8 -8 -9 -10 12 17 -13 18 23 -16 22 -18 -19 19 -21 21 -23 -24 24 29 30 -28 28 -30 -31 -32
leaf_value=0.00049737020751295096 0.00066312917665202139 0.00064690274674078627 0.00041736431351473672 0.00067321029347702744 0.00051769452557599263 0.00073759550914173221 0.00037350780933543117 0.00059898035698448314 0.0010946946139133902 0.0012058659867627288 0.001029413293535438 0.00021930889652455317 0.00082957767624558835 0.0010256204308413414 0.00028634875199983585 0.00091513421011565096 0.00085814053689794675 0.00079338800050873608 0.00089638547907944786 0.00087528621141857944 0.0010056601335464979 0.0011326808950954579 0.00078310286808598421 0.00098919547791298241 0.00090057409144261229 0.00081823529672169794 0.00097246399045894177 0.00085966797126842522 0.00096171958450122497 0.00077662030017310632 0.00091714244363832727
leaf_weight=54 52 53 54 62 59 92 92 90 61 52 81 97 72 63 56 93 67 67 54 71 170 96 82 85 54 56 56 65 140 59 57
leaf_count=54 52 53 54 62 59 92 92 90 61 52 81 97 72 63 56 93 67 67 54 71 170 96 82 85 54 56 56 65 140 59 57
internal_value=0 0.000563822 0.000888626 0.00079585 0.000640771 0.000714849 0.000595351 0.00083055 0.000880199 0.000943287 0.000887743 0.000318981 0.000993614 0.000872329 0.000405346 0.000806462 0.000765137 0.000912732 0.00097228 0.000998351 0.00102555 0.00105163 0.000853469 0.000932004 0.000902039 0.000932684 0.000892366 0.000957944 0.000929534 0.000836167 0.000868438
internal_weight=0 631 1731 642 480 365 212 588 153 1089 518 151 571 498 115 237 120 466 519 391 320 266 175 261 198 399 128 286 205 113 113
internal_count=2362 631 1731 642 480 365 212 588 153 1089 518 151 571 498 115 237 120 466 519 391 320 266 175 261 198 399 128 286 205 113 113
is_linear=0
shrinkage=0.0032998


Tree=7547
num_leaves=26
num_cat=0
split_feature=4 3 1 3 0 159 4 159 0 4 1 131 43 150 12 43 12 1 3 160 43 12 0 156 130
split_gain=0.153845 0.143232 0.133789 0.106775 0.140081 0.0942204 0.148702 0.132385 0.124444 0.0726021 0.101011 0.0815807 0.0590693 0.110809 0.0574091 0.0544301 0.0631049 0.153086 0.0681672 0.0542885 0.05209 0.0777985 0.0402732 0.0333929 0.0280695
threshold=-0.060264999999999992 -0.15197999999999998 0.10662500000000001 0.0037100000000000002 -0.11242999999999999 -0.037509999999999995 -0.099704999999999974 1.0000000180025095e-35 0.043875000000000004 0.40945500000000007 0.092415000000000011 0.090690000000000007 -0.042649999999999993 0.082965000000000025 0.086455000000000018 0.061400000000000003 0.093995000000000009 0.088595000000000021 -0.08095999999999999 0.049100000000000012 0.10183500000000002 0.10388500000000002 -0.22607999999999998 0.086945000000000008 -0.014104999999999998
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=2 -2 5 9 22 -1 7 8 -7 10 14 12 13 -12 19 16 17 24 -18 23 21 -16 -5 -3 -8
right_child=1 3 -4 4 -6 6 15 -9 -10 -11 11 -13 -14 -15 20 -17 18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.010675537502793677 -0.0047581029564659517 0.0038716102039566759 0.013688751636631377 0.00063589528143541082 -0.0049441941722330653 -0.0082467586265898597 0.0029749231553449548 0.0074595061628851033 0.0022229159214092469 0.0091093632836264215 -0.006996106616662002 0.0061079796955575416 0.0039761931848413482 0.0029615920653609418 0.003481191567628212 0.0023206940359339172 -0.00099923901303446486 0.016282317774313902 0.0072171399904259071 0.010643196658969525 -0.0006804006230682211 0.0098777794153068893 0.0055418967408041725 0.008765416666559965 0.0071908803725614064
leaf_weight=91 60 132 61 91 86 55 54 59 77 86 74 66 52 55 328 89 54 53 60 80 62 65 101 58 313
leaf_count=91 60 132 61 91 86 55 54 59 77 86 74 66 52 55 328 89 54 53 60 80 62 65 101 58 313
internal_value=0 0.00327275 0.00604031 0.00363477 0.000692077 0.00552279 0.00494454 0.000825674 -0.00212584 0.00440629 0.00398832 0.00103992 -0.000798172 -0.00273665 0.00499034 0.00620442 0.00684835 0.00780464 0.00330941 0.00694258 0.00382792 0.00454372 0.00322601 0.00537496 0.00657544
internal_weight=0 1396 966 1336 278 905 814 191 132 1058 972 247 181 129 725 623 534 420 114 270 455 393 192 190 367
internal_count=2362 1396 966 1336 278 905 814 191 132 1058 972 247 181 129 725 623 534 420 114 270 455 393 192 190 367
is_linear=0
shrinkage=0.16829


Tree=7548
num_leaves=16
num_cat=0
split_feature=4 3 9 4 13 12 160 3 13 2 4 12 130 3 2
split_gain=0.11802 0.0950938 0.100925 0.0798916 0.153758 0.159721 0.0849135 0.0708239 0.12063 0.0745906 0.0705294 0.0703613 0.0688083 0.0365783 0.0245097
threshold=-0.51381999999999983 -0.21779999999999997 -1.0000000180025095e-35 -0.060264999999999992 -0.09547499999999999 0.083795000000000022 -0.080669999999999978 0.095555000000000015 -0.062109999999999992 0.12665500000000005 0.27161500000000005 0.086620000000000016 0.10367000000000003 -0.048154999999999996 0.090965000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 14 -7 9 -9 10 12 -8 -5 -11 -6
right_child=1 2 3 7 5 6 11 8 -10 13 -12 -13 -14 -15 -16
leaf_value=0.011609162735729314 -0.001686465802689026 -0.0027549525509935036 -0.0021761269410179983 0.0040102569699583214 0.0093538113125879729 -0.00082778565178323507 0.0019385919217192169 0.0043981722952233385 -0.0041975289103590606 0.0025179173741561138 0.0093670388812265026 0.0064724953872339116 -0.002155342024794461 -0.0037284773177246747 0.01467921579150395
leaf_weight=52 96 66 73 892 52 65 123 91 94 52 66 480 54 54 52
leaf_count=52 96 66 73 892 52 65 123 91 94 52 66 480 54 54 52
internal_value=0 0.00348607 0.00371116 0.00391068 0.00518828 0.00588698 0.0049273 0.00308077 2.09155e-05 0.00358549 0.00403062 0.00555065 0.00365641 -0.000647259 0.0120338
internal_weight=0 2310 2214 2148 845 772 668 1303 185 1118 1012 603 946 106 104
internal_count=2362 2310 2214 2148 845 772 668 1303 185 1118 1012 603 946 106 104
is_linear=0
shrinkage=0.16829


Tree=7549
num_leaves=11
num_cat=0
split_feature=403 4 0 1375 0 12 12 43 4 4
split_gain=0.0920389 0.085975 0.109807 0.0869015 0.105465 0.10818 0.1207 0.130101 0.104619 0.0747604
threshold=-0.54045999999999983 -0.51381999999999983 0.12445000000000002 -0.097394999999999982 -0.18901999999999997 -0.11875499999999999 0.082780000000000006 0.0054600000000000004 0.043850000000000007 -0.14538499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 -6 7 -7 -5 -8
right_child=1 2 -4 4 5 6 9 -9 -10 -11
leaf_value=0.0095137152421295324 0.0096554590209544829 -0.003866118775879032 -0.0043115992580271996 0.013655532847559593 0.010108549597799709 0.0012558800360197952 -0.0028883573468900447 -0.0073596972916982334 0.0032508745771916946 0.0035266995258548578
leaf_weight=61 52 52 61 52 56 384 53 57 59 1475
leaf_count=61 52 52 61 52 56 384 53 57 59 1475
internal_value=0 0.00287673 0.0027192 0.00291603 0.00308198 0.00280377 0.0025951 0.000138228 0.00814131 0.00330301
internal_weight=0 2301 2249 2188 2136 2025 1969 441 111 1528
internal_count=2362 2301 2249 2188 2136 2025 1969 441 111 1528
is_linear=0
shrinkage=0.16829


Tree=7550
num_leaves=29
num_cat=0
split_feature=1 12 1 47 43 12 13 2 52 4 2 401 48 159 16 160 16 2 16 4 12 399 12 4 403 47 4 12
split_gain=4.59923 1.0568 0.713224 0.467441 0.299367 0.259881 0.26969 0.251305 0.21259 0.204274 0.194644 0.167491 0.143559 0.136427 0.147811 0.130239 0.121732 0.0989756 0.180027 0.109983 0.0869978 0.085097 0.0885589 0.0799709 0.078661 0.0784768 0.0771878 0.0192232
threshold=0.11869500000000001 0.023990000000000004 0.093575000000000019 0.097480000000000011 -0.011584999999999998 0.086795000000000011 -0.096444999999999989 0.13880500000000004 -0.065699999999999981 -0.0076349999999999986 -0.007134999999999999 0.078085000000000016 0.085890000000000008 0.081925000000000012 -0.013024999999999998 -0.0031399999999999996 -0.004174999999999999 0.090790000000000023 -0.38959499999999997 0.058330000000000007 0.085945000000000008 0.088015000000000024 0.10411000000000002 -0.0094899999999999984 0.025280000000000004 0.089785000000000018 -0.085474999999999982 0.084845000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 7 12 6 -3 10 -6 15 -2 20 -4 14 -1 16 -7 25 -19 -20 23 22 24 26 -17 -11 -8 -25
right_child=3 5 4 -5 8 9 11 -9 -10 17 -12 -13 -14 -15 -16 21 -18 18 19 -21 -22 -23 -24 27 -26 -27 -28 -29
leaf_value=0.00058444258282511707 0.00014880537825852553 0.0010620943067355618 0.00022686813126303077 0.00050806452590685682 0.00073251912863788631 0.00077539645113241346 0.00082252237370851868 4.6404622487576559e-05 0.00046718179070737902 0.00080919003770245389 0.00042903252173676353 0.00098792476845296494 0.00046498249942068088 0.00088194022794501226 0.00080915835249938974 0.00074707819692946989 0.00059404889596677496 0.00079949678349392807 0.00065110475235303849 0.00047279486687007807 0.00088311838698616621 0.0009120824701497859 0.00089638284999287755 0.00088179125895281464 0.00085477142656269244 0.00064293785968206577 0.00066988954352821984 0.00078075734211918843
leaf_weight=74 55 53 56 65 57 90 54 83 81 89 54 52 56 56 59 412 78 54 93 67 81 66 70 53 97 52 131 52
leaf_count=74 55 53 56 65 57 90 54 83 81 89 54 52 56 56 59 412 78 54 93 67 81 66 70 53 97 52 131 52
internal_value=0 0.000733986 0.000589813 0.000265889 0.000473779 0.000772463 0.000838053 0.000183719 0.000577033 0.000745703 0.000287957 0.000809898 0.00034624 0.000743112 0.000684393 0.000774847 0.000691409 0.000678858 0.000633053 0.000576658 0.000784851 0.000796526 0.000783292 0.000757282 0.00076767 0.000748127 0.000714632 0.000832091
internal_weight=0 2083 439 257 250 1644 476 192 138 1168 109 423 112 189 133 813 168 355 214 160 371 645 579 290 509 141 185 105
internal_count=2340 2083 439 257 250 1644 476 192 138 1168 109 423 112 189 133 813 168 355 214 160 371 645 579 290 509 141 185 105
is_linear=0
shrinkage=0.0032998


Tree=7551
num_leaves=22
num_cat=0
split_feature=4 3 40 13 150 3 15 3 42 1429 1446 12 4 3 12 52 131 403 1210 15 13
split_gain=4.15643 1.60783 1.23946 0.512773 0.291344 0.232705 0.228666 0.349707 0.450978 0.239244 0.259672 0.25748 0.277513 0.141892 0.150898 0.129244 0.0935145 0.083561 0.105183 0.0770236 0.0505238
threshold=0.30163500000000004 0.11745500000000002 -0.026419999999999996 -0.0074049999999999993 0.084680000000000019 -0.00094999999999999989 0.03981500000000001 -0.12077499999999998 0.089005000000000015 -1.0000000180025095e-35 0.087090000000000015 0.054520000000000006 -0.00013999999999999996 -0.087319999999999995 0.084055000000000005 -0.53937999999999986 0.094990000000000019 0.025280000000000004 -0.00064999999999999986 -0.42759999999999992 -1.0000000180025095e-35
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 2 4 5 -1 -2 9 -8 13 20 11 12 -11 16 -15 -13 -9 18 -10 -5 -4
right_child=3 -3 6 19 -6 -7 7 8 17 10 -12 15 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00054956738287536742 0.00026472517281405413 0.00028906199477111326 0.00078733481484497296 0.00051638052293798945 0.00025133423211595306 -2.4028660594642623e-06 0.0010335799869411423 0.00071718491403085778 0.00076517000160996023 0.00045831463820867696 0.0004703505953034306 0.00087482634788083611 0.00073558784450107996 0.0010382551991204025 0.00083955023670026312 0.00072128039994548301 0.00087032905337774958 0.00078301145483614045 0.00059277366083824686 0.00034049516391818346 0.00093783626628792893
leaf_weight=95 67 98 56 52 58 75 59 154 52 85 54 69 75 53 233 601 65 52 174 61 52
leaf_count=95 67 98 56 52 58 75 59 154 52 85 54 69 75 53 233 601 65 52 174 61 52
internal_value=0 0.000702273 0.000722635 0.00025574 0.000436742 0.000123388 0.000746466 0.00078686 0.000768225 0.000712144 0.000694025 0.000708535 0.000588507 0.00082726 0.000876496 0.000737146 0.0007628 0.000660858 0.000632596 0.000421745 0.000860125
internal_weight=0 2085 1987 255 153 142 1834 842 783 992 884 830 160 505 286 670 219 278 226 113 108
internal_count=2340 2085 1987 255 153 142 1834 842 783 992 884 830 160 505 286 670 219 278 226 113 108
is_linear=0
shrinkage=0.0032998


Tree=7552
num_leaves=23
num_cat=0
split_feature=1 52 52 1 39 133 1 14 43 43 151 157 159 160 42 43 16 43 151 13 129 16
split_gain=6.23598 1.67867 0.961296 0.766215 0.441861 0.386256 0.353613 0.323686 0.278909 0.234838 0.390863 0.315791 0.301337 0.320037 0.251469 0.238417 0.194545 0.191001 0.149742 0.114415 0.077961 0.0494947
threshold=0.10335000000000001 -0.41304999999999997 0.12469000000000001 0.13075500000000004 0.081875000000000017 0.085880000000000012 0.10882500000000002 0.062655000000000016 -0.069434999999999983 -0.034884999999999992 -0.0056149999999999993 -0.00078499999999999989 0.04105000000000001 -0.022594999999999997 0.095355000000000009 -0.00027999999999999998 -0.14001499999999997 -0.15924499999999997 -1.0000000180025095e-35 -0.08533499999999998 0.086095000000000019 -0.031434999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 6 -3 9 -5 12 -11 -12 14 -14 17 19 -17 -1 -8 -13 -19 -16
right_child=1 2 -4 8 -6 -7 18 -9 -10 10 11 15 13 -15 21 16 -18 20 -20 -21 -22 -23
leaf_value=0.00076514670762255655 0.0010044470771029695 0.00034040582112340783 0.00078212936314040306 1.5433542577026463e-06 0.00069537825568181716 0.00023824391409936265 0.00050456511701777482 0.0011635722272526846 0.0002993511522260344 0.00070707090117200114 0.0011916554846556078 0.0011244947669882481 0.00053182506267573752 0.00086520471262458831 0.00084155411842414104 0.00071410275775924889 0.00093445580165517708 0.00097193095748786913 0.00073007909860961018 0.00098263316490741597 0.00083195415236760788 0.00069568587153197336
leaf_weight=65 67 58 78 53 94 52 52 63 98 62 72 100 52 82 52 52 331 465 90 190 52 60
leaf_count=65 67 58 78 53 94 52 52 63 98 62 72 100 52 82 52 52 331 465 90 190 52 60
internal_value=0 0.000514682 0.000446388 0.000381318 0.000917097 0.000492787 0.000558793 0.00092935 0.000195056 0.000920303 0.000960845 0.000981917 0.000880748 0.000736096 0.000908627 0.000959426 0.00090463 0.000936451 0.000647745 0.00103167 0.00095792 0.000763725
internal_weight=0 548 481 403 1792 252 200 1698 151 1635 807 745 828 134 694 673 383 582 142 290 517 112
internal_count=2340 548 481 403 1792 252 200 1698 151 1635 807 745 828 134 694 673 383 582 142 290 517 112
is_linear=0
shrinkage=0.0032998


Tree=7553
num_leaves=29
num_cat=0
split_feature=4 3 150 3 43 3 0 43 3 14 0 3 4 3 0 0 43 4 13 403 3 13 15 15 0 50 3 13
split_gain=9.24034 3.20833 1.35701 0.723031 1.20407 0.548869 0.46529 0.388476 0.363644 0.269746 0.311839 0.233991 0.229474 0.225668 0.202378 0.156925 0.154726 0.19879 0.161241 0.162863 0.125442 0.120966 0.105156 0.103138 0.0915644 0.0732206 0.08443 0.0522512
threshold=0.30163500000000004 -0.065974999999999992 0.083825000000000011 0.12178000000000001 -0.04009999999999999 -0.080804999999999974 -0.14216999999999999 -0.034884999999999992 -0.12595999999999999 -1.0000000180025095e-35 -0.14032999999999998 -0.0047649999999999993 -0.46376499999999993 -0.081184999999999993 -0.093039999999999984 -0.071844999999999978 0.035255000000000009 -0.080344999999999986 -0.08533499999999998 -0.0076149999999999994 -0.078129999999999991 -0.06457499999999998 -0.066639999999999991 -1.0000000180025095e-35 -0.087749999999999981 0.10732000000000001 -0.094679999999999986 -0.077849999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 15 -2 -1 8 -8 -7 -11 -6 -9 25 -4 -3 18 -18 19 -14 -19 -20 24 -13 -15 26 -10 -24
right_child=5 2 14 -5 11 9 7 12 13 10 -12 23 16 22 -16 -17 17 20 21 -21 -22 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0013019058879269656 0.00049736227969104485 0.00071410649412018763 0.00052773414552751276 0.00048159717727096424 0.00088108240711881635 0.00035755809559810312 0.00069761956848571045 0.0012631053966851485 0.00093798019795744095 0.00025017297409721067 -8.4692277347929814e-05 0.0009998314420345605 0.0012938151539438731 0.00086593532287502855 0.00026341178902907999 0.00046403986565871725 0.00078648945985876578 0.0011344171605794761 0.00089685722391260128 0.0010584030133004821 0.00093878464092345419 0.0010716528029447022 0.0008898465225850396 0.0011917616784007812 0.0010463254131650888 0.00089597188807225415 0.0010466177545101383 0.00074395617372788911
leaf_weight=58 79 57 83 62 90 55 58 57 108 59 62 61 66 68 52 55 52 68 60 68 84 188 56 70 63 61 378 62
leaf_count=58 79 57 83 62 90 55 58 57 108 59 62 61 66 68 52 55 52 68 60 68 84 188 56 70 63 61 378 62
internal_value=0 0.000934287 0.000712343 0.000810055 0.000871104 0.000268635 0.00100991 0.000998574 0.000952043 0.000165767 7.8298e-05 0.00101258 0.00106032 0.000970537 0.000426182 0.00059162 0.00104053 0.000965521 0.0010805 0.00117462 0.00102654 0.00102951 0.000887006 0.00110266 0.000952957 0.0010085 0.00102255 0.000813491
internal_weight=0 2085 530 395 333 255 1555 1497 854 176 121 221 643 796 135 112 586 204 382 134 152 248 249 131 131 547 486 118
internal_count=2340 2085 530 395 333 255 1555 1497 854 176 121 221 643 796 135 112 586 204 382 134 152 248 249 131 131 547 486 118
is_linear=0
shrinkage=0.0032998


Tree=7554
num_leaves=19
num_cat=0
split_feature=4 2 39 150 2 14 16 43 483 42 2 483 43 51 42 157 43 16
split_gain=6.0939 2.70102 1.19755 0.571345 0.635149 0.468868 0.446158 0.32066 0.208984 0.163141 0.158768 0.151679 0.144965 0.144869 0.108516 0.0494775 0.0481551 0.0267406
threshold=0.30163500000000004 0.14234000000000005 0.081875000000000017 0.081245000000000026 0.091205000000000008 -1.0000000180025095e-35 -0.52830499999999991 -0.080419999999999978 0.089245000000000005 -0.091109999999999983 0.090050000000000005 0.10536000000000002 -0.11278499999999998 -0.099134999999999987 -0.096284999999999982 -0.081329999999999986 -0.0068249999999999986 -0.014754999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 15 -2 -7 -4 9 14 12 -10 -11 -12 17 -5 -8 -1
right_child=5 -3 7 4 -6 6 16 -9 11 10 13 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00097544454541640877 0.00057125978912872879 0.00025644786035547738 0.00051650014129440026 0.00098848156096699056 0.00050918942217880662 0.00046935952394053584 5.6364791922582453e-05 0.00082821085902454606 0.00072362150721095079 0.00085818324382271646 0.0010584627956084745 0.00094799867224919958 0.0010240421830836758 0.00090952698405108413 0.00076455170899801755 0.00084103416073457566 0.00019585768715124153 0.00086927345868434837
leaf_weight=81 76 70 95 56 68 69 52 59 70 65 90 66 775 419 64 55 58 52
leaf_count=81 76 70 95 56 68 69 52 59 70 65 90 66 775 419 64 55 58 52
internal_value=0 0.000894363 0.000916507 0.000939687 0.000761493 0.000353717 0.000261156 0.000636151 0.00095863 0.000969679 0.000982857 0.000832769 0.00101125 0.000935931 0.000879264 0.000915739 0.000130236 0.000934199
internal_weight=0 2085 2015 1861 179 255 179 154 1682 1546 1349 136 840 509 197 111 110 133
internal_count=2340 2085 2015 1861 179 255 179 154 1682 1546 1349 136 840 509 197 111 110 133
is_linear=0
shrinkage=0.0032998


Tree=7555
num_leaves=18
num_cat=0
split_feature=3 42 1 3 4 3 3 49 3 49 1 4 4 133 132 3 4
split_gain=0.186046 0.278514 0.212307 0.184754 0.153355 0.307636 0.165447 0.0728434 0.208945 0.100315 0.0953814 0.0706114 0.0630411 0.061277 0.0595207 0.0640135 0.0384117
threshold=-0.14443999999999999 0.077855000000000021 0.13662500000000002 0.11372500000000001 -0.088499999999999981 0.06269000000000001 0.11745500000000002 -0.008964999999999999 -0.0035149999999999995 -0.072214999999999988 0.084795000000000023 -0.14236999999999997 -0.15805499999999997 0.086100000000000024 -0.12636499999999998 -0.025669999999999995 -0.0027699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 -4 5 11 7 9 14 13 -11 -2 -1 16 -9 -16 -6
right_child=2 -3 3 -5 6 -7 -8 8 -10 10 -12 -13 -14 -15 15 -17 -18
leaf_value=0.0091946269960241963 -0.0085759343450720477 0.017827500767014396 -0.0090980502995138615 0.0039556502397973979 0.0056934377169550621 0.0085654698934402532 -0.0014119570962221827 0.011618808125815215 0.014409651047348713 0.0047104231300372276 -0.0042825887300987093 -0.00018545488757434555 0.0019853453336366074 0.0018232253033481139 0.0063151758266415375 0.001118733374636722 0.011827419186624298
leaf_weight=68 61 84 54 71 60 88 82 57 96 71 63 54 71 53 1205 72 59
leaf_count=68 61 84 54 71 60 88 82 57 96 71 63 54 71 53 1205 72 59
internal_value=0 0.0101673 0.00505042 -0.00166918 0.00546692 0.00106907 0.005957 0.00630611 0.00681211 0.00393557 0.000468958 -0.00465168 0.00552511 0.00662586 0.00626402 0.0060236 0.00874975
internal_weight=0 223 2146 125 2021 203 1818 1736 1430 306 134 115 139 172 1334 1277 119
internal_count=2369 223 2146 125 2021 203 1818 1736 1430 306 134 115 139 172 1334 1277 119
is_linear=0
shrinkage=0.16829


Tree=7556
num_leaves=23
num_cat=0
split_feature=4 3 150 10 2 11 2 13 2 11 16 49 3 16 12 13 2 4 133 43 483 43
split_gain=8.60945 3.2228 1.70478 0.993338 0.73417 0.645753 0.531195 0.444708 0.401825 0.396357 0.366968 0.313227 0.187594 0.186564 0.137084 0.120725 0.109629 0.0830915 0.161184 0.0991033 0.0774983 0.0654165
threshold=0.30163500000000004 -0.064294999999999977 0.093625000000000014 -1.0000000180025095e-35 0.10272000000000002 1.0000000180025095e-35 0.13631000000000001 -1.0000000180025095e-35 0.074875000000000011 0.085155000000000022 -0.42372999999999994 -0.081334999999999977 -0.12077499999999998 -0.016354999999999998 0.091545000000000015 -0.070834999999999995 0.10244500000000002 -0.0015099999999999998 -0.056924999999999996 -0.07088499999999999 0.089025000000000007 0.061400000000000003
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 5 3 -3 8 11 10 15 -5 -7 16 -1 -13 -10 20 -6 -2 18 -16 -19 21 -14
right_child=6 2 -4 4 7 9 -8 -9 13 -11 -12 12 14 -15 17 -17 -18 19 -20 -21 -22 -23
leaf_value=0.00074862995288728102 0.00035505543025194519 0.00033976146481753093 0.00018759793528016542 0.00071866064868867188 0.00041573840495911704 0.0013862563315171215 3.049852028977025e-05 0.00086609361247292401 0.00091092555227743888 0.0010463445513268772 0.00014074891765986609 0.00079347039456184132 0.0010386410519876799 0.0011336630146028502 0.0011401320558333458 0.00063668847198327305 0.00056043669999593848 0.00096979588770358465 0.00094442619153005706 0.00078236636890181973 0.00091360656149213379 0.00091231819667786645
leaf_weight=66 52 53 63 64 53 69 73 72 81 85 54 56 683 89 56 58 66 63 318 67 75 53
leaf_count=66 52 53 63 64 53 69 73 72 81 85 54 56 683 89 56 58 66 63 318 67 75 53
internal_value=0 0.000920361 0.000698065 0.000766414 0.000820557 0.00099481 0.000266874 0.00066334 0.000943358 0.00119887 0.000366992 0.000972917 0.000983688 0.00102774 0.000991762 0.000531507 0.000470228 0.000948009 0.000973824 0.000873469 0.00101891 0.00102959
internal_weight=0 2124 533 470 417 1591 245 183 234 154 172 1437 1371 170 1315 111 118 504 374 130 811 736
internal_count=2369 2124 533 470 417 1591 245 183 234 154 172 1437 1371 170 1315 111 118 504 374 130 811 736
is_linear=0
shrinkage=0.0032998


Tree=7557
num_leaves=22
num_cat=0
split_feature=1 16 47 12 52 13 12 51 43 47 12 16 1 1 1 15 47 13 157 51 43
split_gain=0.156504 0.181291 0.137693 0.168546 0.243542 0.186852 0.13157 0.114717 0.109989 0.106849 0.108503 0.095478 0.0923967 0.086149 0.105756 0.0819701 0.0674314 0.0603559 0.059286 0.122938 0.0203802
threshold=0.12007000000000002 -0.42372999999999994 0.081320000000000017 0.084115000000000009 -0.084674999999999986 -0.089899999999999994 0.085280000000000009 -0.22710999999999995 -0.082144999999999982 0.085505000000000012 -0.029844999999999997 -0.52374999999999983 0.07677500000000001 0.09518500000000002 0.078340000000000007 -0.029334999999999996 0.09550500000000002 0.097175000000000025 -0.077944999999999987 -0.055564999999999996 -0.078059999999999977
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 11 3 4 15 -6 -4 -5 12 10 -2 -1 17 14 -7 -3 -8 -9 -10 -20 -18
right_child=9 2 6 7 5 13 16 8 18 -11 -12 -13 -14 -15 -16 -17 20 -19 19 -21 -22
leaf_value=0.0066065795401722112 0.0026263600086905313 0.012190176887645263 0.014828773574550116 0.012033241951601159 0.0074719158875382677 -0.0045957559514509345 0.011235079979391164 0.0026719124354015775 0.010795353048886274 0.0064619998174813183 -0.0058412690524537016 0.014456433797581707 -0.0024415498516747939 -0.008970708496280436 0.0041922437766197225 0.0041790835529225915 0.0014145949530046235 0.0089016391147030971 -0.001764959866888979 0.0063869202304518043 0.0061587415117796964
leaf_weight=83 98 58 76 76 57 106 52 180 75 77 76 96 78 57 61 99 53 59 56 744 52
leaf_count=83 98 58 76 76 57 106 52 180 75 77 76 96 78 57 61 99 53 59 56 744 52
internal_value=0 0.00569282 0.00521796 0.00469168 0.0018395 -0.0011212 0.00906364 0.00567547 0.00526861 0.00123913 -0.00106182 0.0108266 0.00257319 -0.00331586 -0.00137501 0.00715004 0.00626144 0.00421731 0.00624307 0.00581404 0.00378119
internal_weight=0 2118 1939 1706 438 281 233 1268 1192 251 174 179 317 224 167 157 157 239 875 800 105
internal_count=2369 2118 1939 1706 438 281 233 1268 1192 251 174 179 317 224 167 157 157 239 875 800 105
is_linear=0
shrinkage=0.16829


Tree=7558
num_leaves=13
num_cat=0
split_feature=41 12 1 1453 52 50 2 12 1420 4 43 2
split_gain=0.131778 0.112743 0.0913703 0.0836384 0.0802396 0.0807419 0.0765166 0.0818134 0.0704201 0.106727 0.193927 0.138825
threshold=0.075585000000000013 0.085785000000000014 0.12007000000000002 -0.066944999999999991 0.51339500000000016 -0.13200999999999999 -0.007134999999999999 -0.029844999999999997 -0.072689999999999991 -0.088499999999999981 -0.057214999999999995 -0.00097499999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -4 -8 -7 10 -10 -11
right_child=1 -3 6 4 -6 8 7 -9 9 11 -12 -13
leaf_value=-0.00073974539163724508 0.013750997572631575 0.0036940208017679104 -0.0044643094182410213 0.010689437901159976 0.010515972898900629 0.0097354142844045775 0.0067489798441144836 -0.00051860138186635488 -0.0061033762032112436 0.012706920082259252 0.0041967954960216288 0.0042220676889915768
leaf_weight=85 76 55 57 57 64 64 77 101 79 57 150 1447
leaf_count=85 76 55 57 57 64 64 77 101 79 57 150 1447
internal_value=0 0.00954232 0.00403928 0.00440783 0.00463689 0.00443297 0.000890357 0.00261515 0.00423352 0.0040293 0.000635616 0.00454483
internal_weight=0 131 2238 2003 1918 1854 235 178 1797 1733 229 1504
internal_count=2369 131 2238 2003 1918 1854 235 178 1797 1733 229 1504
is_linear=0
shrinkage=0.16829


Tree=7559
num_leaves=15
num_cat=0
split_feature=133 0 160 2 0 483 1455 43 158 13 484 133 132 0
split_gain=0.100988 0.206854 0.114974 0.0933975 0.155253 0.0807361 0.0914375 0.0737759 0.0858917 0.105807 0.104236 0.0732663 0.0485794 0.0274026
threshold=-0.088524999999999979 -0.10324499999999999 -0.54119499999999987 0.13631000000000001 -0.074274999999999994 0.11517500000000001 0.093155000000000002 0.059230000000000012 0.085030000000000008 0.24679500000000001 1.0000000180025095e-35 -0.15498499999999996 -0.015269999999999997 -0.082884999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 7 8 9 -4 -10 12 -3 -13
right_child=2 11 3 4 -6 -7 -8 -9 10 -11 -12 13 -14 -15
leaf_value=0.014873918858776368 0.010261334931985609 0.0052674209667760898 0.002907523858120235 -0.0085250539855419392 0.0028666096262581217 0.0095824560605917118 -0.0030564219023082794 0.008100517638847643 0.0093219119084298092 -0.0048117050011405715 0.00033635104519186553 0.0050124371840741385 -0.0012166892591009653 0.010093281791957625
leaf_weight=65 63 56 1395 52 97 56 66 87 121 52 53 75 78 53
leaf_count=65 63 56 1395 52 97 56 66 87 121 52 53 75 78 53
internal_value=0 0.00636498 0.00317229 0.00294571 -0.00109695 0.00327585 0.00307575 0.00331376 0.00305574 0.00262888 0.00659526 0.00424713 0.00147968 0.00713026
internal_weight=0 327 2042 1979 149 1830 1774 1708 1621 1447 174 262 134 128
internal_count=2369 327 2042 1979 149 1830 1774 1708 1621 1447 174 262 134 128
is_linear=0
shrinkage=0.16829


Tree=7560
num_leaves=14
num_cat=0
split_feature=10 132 16 2 155 456 457 15 52 42 403 403 16
split_gain=0.129141 0.111008 0.265924 0.213228 0.104295 0.104824 0.108885 0.0881767 0.0993181 0.0941747 0.110571 0.053589 0.0274506
threshold=0.058500000000000003 0.098425000000000012 -0.079344999999999985 0.15630500000000003 0.11854500000000001 0.060100000000000008 -0.0056599999999999992 0.079575000000000021 -0.011499999999999998 -0.081594999999999987 -1.0000000180025095e-35 -0.53379499999999991 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 9 -9 12 -11 -10 -1
right_child=-2 2 -4 -5 -6 6 -8 8 11 10 -12 -13 -14
leaf_value=0.0034018540804553062 -0.0050642863223171863 0.017171450171947988 0.001339056332487743 -0.0066689769718135646 0.010308945842606282 0.0037725023915701323 0.013244601994630978 0.0095044766667953615 -0.0015930051966892129 -0.0047058928656478205 0.001712564908108363 0.0038612992583418443 0.008127249307898373
leaf_weight=71 54 53 70 63 58 91 56 86 55 83 889 633 72
leaf_count=71 54 53 70 63 58 91 56 86 55 83 889 633 72
internal_value=0 0.00324996 0.00817575 0.00296824 0.00325905 0.00305733 0.00739314 0.00271897 0.00410074 0.00175818 0.00116264 0.00342266 0.00579364
internal_weight=0 2280 123 2157 2094 2036 147 1889 774 1115 972 688 143
internal_count=2334 2280 123 2157 2094 2036 147 1889 774 1115 972 688 143
is_linear=0
shrinkage=0.16829


Tree=7561
num_leaves=27
num_cat=0
split_feature=12 16 13 12 0 3 3 12 0 3 11 0 16 3 13 13 0 12 13 12 0 0 131 12 12 0
split_gain=3.81534 1.06248 0.807586 0.791663 0.513298 0.392542 0.505799 0.383103 0.285342 0.251986 0.239526 0.261552 0.215389 0.160948 0.136193 0.151219 0.1208 0.113915 0.0953397 0.134951 0.112132 0.15642 0.0986734 0.0612041 0.0692308 0.0454456
threshold=0.077755000000000005 -0.41163499999999992 -0.0042049999999999995 0.092295000000000002 -0.095869999999999983 -0.046989999999999997 0.11924500000000002 0.092495000000000008 -0.13314999999999996 0.0065900000000000012 1.0000000180025095e-35 -0.096139999999999989 -0.083104999999999984 -0.11128999999999999 0.053240000000000003 -0.080479999999999982 -0.059114999999999994 -1.0000000180025095e-35 -0.085034999999999986 0.085135000000000002 -0.087454999999999991 -0.085669999999999982 0.085335000000000008 0.094085000000000016 0.099815000000000015 -0.089704999999999993
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 3 4 -2 8 -4 12 10 -1 16 11 -3 -7 -9 15 -15 -6 -14 20 -20 25 -22 -21 -17 -25 -13
right_child=1 7 5 -5 9 6 -8 13 -10 -11 -12 18 17 14 -16 23 -18 -19 19 22 21 -23 -24 24 -26 -27
leaf_value=0.00041816752126596144 0.00076685866004813077 0.00064195728246791155 0.00037419349937732084 0.00022729199493596856 0.00025052662030414268 0.00059396742927427003 0.00038250555937825248 0.00088943576788787877 0.00072768779350179257 7.3024117428863939e-05 0.0010797732296429878 0.00090919340463956608 0.00069654286887104984 0.00061423785648482589 0.00063070985586396056 0.00070525765207617066 0.00046550600511450943 0.00089382243898124129 0.0007202161810549837 0.00083779439117315441 0.0011207260673685778 0.00089769662594360036 0.00094534262037686398 0.00087162502049630117 0.00076534673135100577 0.00077435715399785715
leaf_weight=89 61 59 58 58 64 69 52 97 52 53 57 67 53 62 102 74 53 90 82 353 59 90 136 137 151 56
leaf_count=89 61 59 58 58 64 69 52 97 52 53 57 67 53 62 102 74 53 90 82 353 59 90 136 137 151 56
internal_value=0 0.000805625 0.000505352 0.000504173 0.000385123 0.000621363 0.000675532 0.000828278 0.000532567 0.000262625 0.000869933 0.000856633 0.000747241 0.000764102 0.000740922 0.000767353 0.000348212 0.000820951 0.000871616 0.000846648 0.000923901 0.000986247 0.000867778 0.000793479 0.000816025 0.000848091
internal_weight=0 1701 633 119 311 322 264 1582 141 170 959 902 212 623 526 424 117 143 843 571 272 149 489 362 288 123
internal_count=2334 1701 633 119 311 322 264 1582 141 170 959 902 212 623 526 424 117 143 843 571 272 149 489 362 288 123
is_linear=0
shrinkage=0.0032998


Tree=7562
num_leaves=22
num_cat=0
split_feature=4 12 0 15 0 0 4 4 12 48 3 3 0 4 12 0 131 403 0 0 4
split_gain=4.91809 1.95394 0.660008 0.488566 0.415778 0.415225 0.641983 0.387189 0.383696 0.216063 0.234659 0.211774 0.265591 0.104747 0.0839863 0.0799888 0.0790214 0.0755934 0.0640226 0.0510291 0.0377342
threshold=0.30163500000000004 0.077755000000000005 -0.15385999999999997 -0.42759999999999992 -0.13010499999999997 -0.07385499999999999 -0.17689999999999997 0.51400500000000016 0.092495000000000008 0.092475000000000016 -0.11327499999999999 -0.13088999999999998 -0.096139999999999989 -0.079614999999999977 0.084055000000000005 -0.099059999999999995 0.10258000000000002 0.084910000000000013 -0.087749999999999981 -0.078454999999999983 -0.017574999999999997
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 2 -1 7 -4 -6 -7 -2 11 10 -10 -3 -13 -12 20 -5 17 -16 -15 -20 -14
right_child=3 8 4 15 5 6 -8 -9 9 -11 13 12 14 18 16 -17 -18 -19 19 -21 -22
leaf_value=0.00088730523549293311 0.00071098412546140364 0.0010823058138263099 0.00036055749079530778 0.00028571885100271422 0.00080614957997452927 0.00074325969881575723 0.00033997884537629577 0.00034491507612506204 0.0010306378200273226 0.00064278480817199838 0.0007025938136069927 0.00074140604399739731 0.00095305918885447646 0.00074535732557841057 0.00091821414482044143 0.00011929525726650958 0.0010372195942319753 0.00080068158188603526 0.00094399225203579344 0.00083693769339089478 0.0010874349644984845
leaf_weight=92 53 88 79 66 98 84 89 79 65 68 77 93 55 72 593 62 58 72 67 272 52
leaf_count=92 53 88 79 66 98 84 89 79 65 68 77 93 55 72 593 62 58 72 67 272 52
internal_value=0 0.000832805 0.0006379 0.000351115 0.000572241 0.000633819 0.000535995 0.000492164 0.00088557 0.00082051 0.000842301 0.000925498 0.00091051 0.000817143 0.000929415 0.000205383 0.000916154 0.000905542 0.000838518 0.0008582 0.00101869
internal_weight=0 2074 442 260 350 271 173 132 1632 621 553 1011 923 488 830 128 723 665 411 339 107
internal_count=2334 2074 442 260 350 271 173 132 1632 621 553 1011 923 488 830 128 723 665 411 339 107
is_linear=0
shrinkage=0.0032998


Tree=7563
num_leaves=15
num_cat=0
split_feature=1 456 16 0 16 160 3 123 49 51 2 2 16 43
split_gain=0.142012 0.0908529 0.0967314 0.0872394 0.13225 0.128434 0.0944971 0.0779921 0.094636 0.0749324 0.0781974 0.109984 0.0735212 0.0653207
threshold=0.11230000000000001 0.060100000000000008 0.62487500000000018 0.0037850000000000002 0.066275000000000014 -0.5335399999999999 0.10323000000000002 0.084600000000000022 -0.020999999999999994 0.089685000000000001 0.10045500000000002 -0.00097499999999999985 -0.11118499999999999 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7 10 11 -2 -12 -3
right_child=9 13 -4 4 -6 6 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.011279457192850371 -0.0023794502463892826 0.013049382381567966 0.010906716085994578 -0.0069453206237478776 0.0040648512637884038 -0.000587681492890216 -0.0023787171964702388 0.0099821571766180884 0.0041901766209606521 0.0048815442738714687 -0.0003067758894791659 0.0078085874341924134 -0.007884169328300281 0.0053519541459867825
leaf_weight=67 63 54 55 53 74 128 68 60 1337 88 93 57 60 77
leaf_count=67 63 54 55 53 74 128 68 60 1337 88 93 57 60 77
internal_value=0 0.00424464 0.00393828 0.0037228 -0.000515799 0.00404816 0.00374289 0.00401703 0.0037715 0.000608273 -0.000762611 0.0024449 -0.00329005 0.00853865
internal_weight=0 1973 1842 1787 127 1660 1593 1525 1465 361 273 120 153 131
internal_count=2334 1973 1842 1787 127 1660 1593 1525 1465 361 273 120 153 131
is_linear=0
shrinkage=0.16829


Tree=7564
num_leaves=18
num_cat=0
split_feature=4 3 40 0 2 4 15 0 16 16 3 4 4 159 4 0 15
split_gain=14.8249 2.85892 1.85047 1.17777 0.914171 1.08046 0.772796 0.646534 0.50855 1.01588 0.440323 0.400746 0.283089 0.21841 0.201463 0.179604 0.0867766
threshold=0.30163500000000004 0.30112000000000005 -0.03549999999999999 -0.081444999999999976 0.098365000000000022 -0.15333499999999997 -0.41606999999999994 -0.064304999999999987 0.25761500000000009 -0.013324999999999998 0.0075150000000000008 0.51400500000000016 -0.085629999999999984 -0.4516099999999999 -0.14538499999999996 -0.082454999999999987 -0.072904999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 11 12 9 16 -8 -2 15 -14 -10 -7 -6
right_child=6 -3 4 -5 8 7 10 -9 14 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0013090191663429776 0.00082782084394174727 0.0005743069421426199 0.0017925095473614679 0.00074455474498988513 0.0012165044011709326 0.0016562874976060594 0.00049593481280299034 0.0010523101789685332 0.0015475677543223335 0.00084413527860918616 6.7650142109183163e-05 0.00049014346661985187 0.0011918840569605483 0.0014113187976524584 0.0012999718622084529 0.0014365193841678532 0.0013693482370125522
leaf_weight=79 74 52 84 83 84 86 53 55 63 78 52 81 54 1085 92 85 94
leaf_count=79 74 52 84 83 84 86 53 55 63 78 52 81 54 1085 92 85 94
internal_value=0 0.00133945 0.00135911 0.00102004 0.00138862 0.00142775 0.00050334 0.00140528 0.00125057 0.00115945 0.000284167 0.000651584 0.00142007 0.00140095 0.00140083 0.00154725 0.00129742
internal_weight=0 2074 2022 162 1860 1449 260 1365 411 256 105 155 1310 1139 155 171 178
internal_count=2334 2074 2022 162 1860 1449 260 1365 411 256 105 155 1310 1139 155 171 178
is_linear=0
shrinkage=0.0032998


Tree=7565
num_leaves=16
num_cat=0
split_feature=96 43 13 1213 12 43 48 133 12 0 133 43 1 43 133
split_gain=0.158536 0.134456 0.185277 0.108885 0.14999 0.115152 0.102962 0.111967 0.0947413 0.0901623 0.0744946 0.0454498 0.0442969 0.0346124 0.0201821
threshold=1.0000000180025095e-35 -0.23919999999999997 0.10935500000000002 -0.086554999999999979 0.085515000000000022 0.0047850000000000011 0.12737000000000001 0.087445000000000009 -0.007389999999999999 -0.10803999999999998 0.12086500000000001 0.091510000000000022 0.077800000000000022 0.26379000000000002 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -3 6 7 8 -5 -7 -9 -11 -1 -13 -6
right_child=-2 2 -4 5 14 9 -8 10 -10 11 -12 13 -14 -15 -16
leaf_value=0.006750373926107109 -0.0049634383603504211 -0.0075767150266589202 -0.0052085998918936583 0.00040599221854843481 0.0057297019765041911 0.01348504210244379 -0.0033396019246707169 0.00022469394853308355 0.0055107159189445414 0.0088641233920963777 0.0048848262494319899 0.0015210631874145594 0.013227593018274614 0.006294124170729715 0.001227651187573659
leaf_weight=75 56 52 63 116 53 55 55 293 974 102 146 73 52 109 63
leaf_count=75 56 52 63 116 53 55 55 293 974 102 146 73 52 109 63
internal_value=0 0.004086 0.00377087 0.00404227 -5.5832e-05 0.00440123 0.00379638 0.00405425 0.00496911 0.00722214 0.00177863 0.00600293 0.00941661 0.00438953 0.00330011
internal_weight=0 2281 2154 2091 168 1923 1584 1529 1090 339 439 284 127 182 116
internal_count=2337 2281 2154 2091 168 1923 1584 1529 1090 339 439 284 127 182 116
is_linear=0
shrinkage=0.16829


Tree=7566
num_leaves=17
num_cat=0
split_feature=4 2 123 3 11 42 2 52 376 2 52 52 2 2 158 4
split_gain=3.50171 2.02533 1.09126 0.663407 0.399869 0.37413 0.293155 0.259299 0.248747 0.187357 0.220535 0.186299 0.180304 0.105403 0.079137 0.0409125
threshold=0.30163500000000004 0.14234000000000005 0.081180000000000016 0.11372500000000001 1.0000000180025095e-35 0.086700000000000013 0.10124000000000001 0.08321000000000002 0.083785000000000012 0.10387 0.0033500000000000005 0.10024500000000001 0.11215000000000001 0.11715500000000001 -0.41218499999999997 -0.087539999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 13 -6 9 -4 10 -1 15 -11 -2 -13 -9
right_child=5 -3 8 -5 6 -7 -8 11 -10 12 -12 14 -14 -15 -16 -17
leaf_value=0.00088736226084675581 0.00060921741635910985 0.00031519340265482486 0.0007179621648918371 0.00056558465068096684 0.001221146418263642 0.00025877357611434206 0.00089297526081226312 0.0010899252858161221 0.00040550569229337119 0.00061049232394964252 0.00070777021044804 0.0010010817086399718 0.00085033544348849519 0.00044013526676072449 0.00086276770973839605 0.00098094507674028686
leaf_weight=839 86 75 53 68 71 86 53 53 60 65 84 58 76 80 289 241
leaf_count=839 86 75 53 68 71 86 53 53 60 65 84 58 76 80 289 241
internal_value=0 0.000848346 0.000868223 0.000887019 0.00089895 0.000436224 0.00108116 0.000885678 0.000552368 0.000853724 0.000871056 0.000938662 0.000740019 0.000527944 0.000885988 0.00100071
internal_weight=0 2085 2010 1897 1829 252 124 1705 113 1064 923 641 141 166 347 294
internal_count=2337 2085 2010 1897 1829 252 124 1705 113 1064 923 641 141 166 347 294
is_linear=0
shrinkage=0.0032998


Tree=7567
num_leaves=10
num_cat=0
split_feature=2 10 2 43 13 1456 474 2 15
split_gain=0.149099 0.194428 0.133146 0.107123 0.106395 0.103573 0.128468 0.109813 0.049448
threshold=-0.13811499999999996 -0.086389999999999981 -0.0091949999999999983 -0.23269999999999999 0.10809000000000001 -0.15308499999999997 0.10607000000000001 0.10387 0.016500000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 5 -5 7 -7 -4
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=0.012047243843232726 -0.0065568177262136599 -0.0038333868504931653 0.0054280856210008914 -0.0023232709469340235 -0.0034497826949260557 0.0046893324010804753 0.011885646731511244 0.0016535037740089595 0.012198188605970429
leaf_weight=61 52 62 62 71 56 1403 60 447 63
leaf_count=61 52 62 62 71 56 1403 60 447 63
internal_value=0 0.00360266 0.00384101 0.00406192 0.00376694 0.00397185 0.0042068 0.00395678 0.00885459
internal_weight=0 2276 2224 2162 2037 1981 1910 1850 125
internal_count=2337 2276 2224 2162 2037 1981 1910 1850 125
is_linear=0
shrinkage=0.16829


Tree=7568
num_leaves=20
num_cat=0
split_feature=3 10 2 2 2 3 14 475 16 2 2 132 151 16 1455 132 3 3 16
split_gain=3.42137 1.50786 1.20815 0.975003 0.605343 0.428667 0.390234 0.234743 0.189105 0.159642 0.26883 0.156878 0.12285 0.104441 0.110915 0.103354 0.0938833 0.0752219 0.0317617
threshold=-0.065259999999999999 -1.0000000180025095e-35 0.10406500000000002 0.074875000000000011 0.11366500000000002 0.25468500000000005 0.054835000000000009 -0.085684999999999997 0.39524000000000009 0.11225500000000001 0.13775000000000001 0.08764000000000001 0.0031850000000000003 0.41134500000000007 0.086925000000000016 0.10948500000000001 -0.0053599999999999993 0.08734500000000002 -0.065564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 9 7 -1 -6 -4 18 12 13 14 -9 -13 -5 -18 -11
right_child=1 2 5 16 8 -7 -8 11 -10 10 -12 15 -14 -15 -16 -17 17 -19 -20
leaf_value=0.001045717746232589 0.0002247514695102546 0.00054019919504219517 0.0004522943708554844 0.00083691315108697908 0.00055049397590773081 0.00029668116885602283 0.0011843201696515274 0.00088276066834430417 0.00080905332922246841 0.00080164859872166726 0.00047421691262651046 0.00065478892808151648 0.0010480130603459045 0.000747912779889414 0.00103233391714867 0.00085748529440326539 0.0010911585303032803 0.0009301622367505018 0.0006812286310549961
leaf_weight=102 97 93 67 60 72 70 52 1061 56 57 65 55 54 62 60 60 59 82 53
leaf_count=102 97 93 67 60 72 70 52 1061 56 57 65 55 54 62 60 60 59 82 53
internal_value=0 0.00060728 0.000668451 0.000820444 0.000882792 0.000525114 0.000901374 0.000891231 0.000663889 0.000591044 0.000643964 0.00087955 0.000890556 0.000883339 0.000890798 0.00076085 0.000949935 0.000997779 0.000743948
internal_weight=0 703 606 294 1634 312 1506 1454 128 242 175 1352 1237 1183 1121 115 201 141 110
internal_count=2337 703 606 294 1634 312 1506 1454 128 242 175 1352 1237 1183 1121 115 201 141 110
is_linear=0
shrinkage=0.0032998


Tree=7569
num_leaves=21
num_cat=0
split_feature=2 3 2 9 2 2 15 11 16 15 0 2 16 483 403 402 3 2 15 15
split_gain=4.26674 1.7695 0.677178 0.88984 0.497604 0.396197 0.440467 0.423194 0.363633 0.210661 0.174629 0.159143 0.155749 0.15283 0.134458 0.174945 0.093892 0.0748487 0.065897 0.0291656
threshold=0.13290500000000002 -0.044759999999999994 0.10406500000000002 -1.0000000180025095e-35 0.17000000000000001 0.097145000000000023 -0.091734999999999983 0.075910000000000019 -0.0063399999999999993 -0.097269999999999981 -0.14012999999999998 0.079570000000000016 -0.18776499999999999 0.089245000000000005 -0.11251499999999999 -0.0044849999999999985 -0.082254999999999981 0.10428500000000002 -0.013084999999999998 -0.094449999999999992
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 5 3 -3 9 7 -7 12 11 -2 -4 -5 -1 14 15 -14 -16 -8 -19 -13
right_child=4 2 10 8 -6 6 17 -9 -10 -11 -12 19 13 -15 16 -17 -18 18 -20 -21
leaf_value=0.00068127681645179785 0.00024184753102546839 0.00032828924604443282 0.00033913008820695057 0.00053342134703056982 -3.7395832794843967e-06 0.00049721847077192959 0.00070364708082168686 0.0011008204931422477 0.00094432349262977969 0.00050116694153420308 0.00057284293094354258 0.00069946745679581998 0.00087698893679775665 0.00072544305025551772 0.00090894633940527688 0.00065854907131736664 0.00083988982480079734 0.00076215598110200154 0.00088774505620213106 0.00081624013919728887
leaf_weight=63 69 60 99 54 53 70 80 75 91 69 55 57 88 98 534 77 396 95 102 52
leaf_count=63 69 60 99 54 53 70 80 75 91 69 55 57 88 98 534 77 396 95 102 52
internal_value=0 0.000782345 0.000602652 0.000690734 0.000267381 0.000832441 0.000732443 0.000858485 0.000776213 0.000371763 0.000422828 0.000682143 0.000843986 0.000852549 0.000863893 0.000775264 0.00087958 0.000791758 0.000827361 0.000755499
internal_weight=0 2146 468 314 191 1678 347 1331 254 138 154 163 1256 1193 1095 165 930 277 197 109
internal_count=2337 2146 468 314 191 1678 347 1331 254 138 154 163 1256 1193 1095 165 930 277 197 109
is_linear=0
shrinkage=0.0032998


Tree=7570
num_leaves=16
num_cat=0
split_feature=1 16 160 0 16 0 1203 2 0 1 1 0 4 2 13
split_gain=0.235641 0.187206 0.157074 0.17389 0.194418 0.26845 0.12942 0.113509 0.160225 0.104857 0.099489 0.114446 0.100821 0.0848719 0.0693091
threshold=0.11378500000000001 -0.41863499999999992 -0.53327999999999987 -0.10891999999999999 -0.095229999999999995 -0.14822499999999997 0.089005000000000015 0.11891500000000001 -0.061994999999999995 0.10638500000000002 0.10141500000000002 0.056265000000000009 0.0034000000000000007 0.12454500000000002 -0.087359999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 4 14 -6 9 -3 -9 10 11 12 -5 -2 -4
right_child=1 7 3 6 5 -7 -8 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0023567061654737936 -0.010358431565376443 0.0073394009981449064 0.0012741133263053552 0.0074535679056626381 0.0029629214647900527 -0.012220524828614234 -0.0017037303485442172 0.0051579512292850467 -0.0072649493553265726 0.012667716763693014 -0.00061138641921566945 -0.00029336118079450758 0.0035367841584920379 -0.00070361836213398538 0.0085612715567164009
leaf_weight=74 52 99 60 1133 87 53 56 66 53 75 58 67 225 52 99
leaf_count=74 52 99 60 1133 87 53 56 66 53 75 58 67 225 52 99
internal_value=0 0.000320383 0.00523398 0.00552855 0.00179229 -0.00277227 0.0062196 0.00312836 -0.00035984 0.00650554 0.00619269 0.00647089 0.00680594 -0.0055483 0.0058227
internal_weight=0 322 1987 1913 299 140 1614 218 119 1558 1483 1425 1358 104 159
internal_count=2309 322 1987 1913 299 140 1614 218 119 1558 1483 1425 1358 104 159
is_linear=0
shrinkage=0.16829


Tree=7571
num_leaves=21
num_cat=0
split_feature=1 3 2 2 2 124 2 2 16 50 13 16 16 1429 1 1 16 16 160 16
split_gain=9.12585 2.2783 0.999341 0.811005 1.25387 0.480777 0.40578 0.30777 0.278373 0.228648 0.221838 0.182976 0.320753 0.161113 0.168096 0.153812 0.107375 0.099756 0.062778 0.0554098
threshold=0.10335000000000001 -0.06340999999999998 0.11444000000000001 0.14983000000000005 -1.0000000180025095e-35 -0.076164999999999983 0.10859000000000001 0.094835000000000017 -0.019749999999999993 0.10803500000000001 -0.079149999999999984 0.31481000000000009 -0.015159999999999998 0.084770000000000012 0.092415000000000011 0.11249000000000002 -0.15796999999999997 -0.089604999999999976 -0.010204999999999997 -0.10803999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 15 4 -3 -1 -6 9 -8 13 -9 12 19 14 16 -2 -7 -18 -11 -12
right_child=1 3 -4 -5 6 7 8 10 -10 18 11 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.00075900993054300566 0.0011114252908716535 4.6222423466507647e-05 0.00044663406521201326 4.0482180723675103e-05 0.00079863397005734747 0.0012329515778434347 0.00058528815006374669 0.0011011495524432039 0.00028978803164333029 0.00099774423836029185 0.0010431746327492421 0.0010414474903587061 0.000710626666132311 0.00091263435774555351 0.00094786930103245726 0.00087418520705208455 0.0010163246322812279 0.0011049698589005303 0.00083128152823340104 0.0009096624086962924
leaf_weight=73 62 65 52 66 61 63 97 96 55 53 60 99 89 66 94 62 184 756 55 101
leaf_count=73 62 65 52 66 61 63 97 96 55 53 60 99 89 66 94 62 184 756 55 101
internal_value=0 0.000526315 0.000831837 0.000369899 0.000447979 0.0010231 0.000570415 0.00103432 0.000478596 0.00106073 0.000958802 0.000919545 0.00087113 0.00107439 0.00108409 0.000993089 0.00109682 0.00108766 0.000913298 0.000959637
internal_weight=0 520 176 344 278 1789 213 1716 152 1271 445 349 250 1163 1097 124 1003 940 108 161
internal_count=2309 520 176 344 278 1789 213 1716 152 1271 445 349 250 1163 1097 124 1003 940 108 161
is_linear=0
shrinkage=0.0032998


Tree=7572
num_leaves=15
num_cat=0
split_feature=1 48 393 1 49 2 2 13 1204 157 156 151 1 3
split_gain=0.214197 0.206391 0.140542 0.108062 0.196245 0.0826689 0.0811099 0.0794232 0.103272 0.065445 0.153011 0.113673 0.058666 0.0257563
threshold=0.14967500000000003 0.093265000000000015 0.090035000000000018 0.078015000000000015 0.10101500000000001 0.11366500000000002 0.12293000000000001 -0.15416999999999995 -0.080654999999999991 -0.080299999999999996 0.085790000000000019 -0.08323499999999999 0.10892500000000001 -0.079724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 -5 7 -7 -1 -9 10 -10 -11 -8 -3
right_child=-2 3 -4 4 -6 6 12 8 9 11 -12 -13 -14 -15
leaf_value=0.012363950912722682 -0.0058944052647664138 0.0067191841953671378 -0.0016108849432621536 -0.00865846401435608 0.0041077928469895999 -0.0010777676942520802 0.0093894598367756758 -0.00082908163811032929 -0.0026353546507279424 0.011326924658546669 0.0067018250983005949 0.0059819382474943983 0.0023380803064863807 0.0014442903839685954
leaf_weight=54 55 54 80 77 61 98 57 64 78 125 136 1234 83 53
leaf_count=54 55 54 80 77 61 98 57 64 78 125 136 1234 83 53
internal_value=0 0.00472115 0.00528354 0.00010226 -0.00300239 0.0055704 0.00262033 0.00598454 0.005773 0.00604276 0.00329016 0.00647489 0.00522183 0.00412318
internal_weight=0 2254 2009 245 138 1929 238 1691 1637 1573 214 1359 140 107
internal_count=2309 2254 2009 245 138 1929 238 1691 1637 1573 214 1359 140 107
is_linear=0
shrinkage=0.16829


Tree=7573
num_leaves=22
num_cat=0
split_feature=133 49 15 0 15 16 0 12 0 15 1427 14 15 0 12 12 401 3 133 12 3
split_gain=0.177383 0.18023 0.159908 0.149188 0.298109 0.189959 0.128054 0.175234 0.120733 0.109385 0.0858204 0.0706044 0.093977 0.0459123 0.0690542 0.0730889 0.0338223 0.0348833 0.0661816 0.0557228 0.0257188
threshold=-0.5099149999999999 -0.16273499999999999 0.0056700000000000006 -0.040094999999999992 -0.0043649999999999991 0.052915000000000011 -0.07385499999999999 0.092855000000000007 0.048655000000000011 0.088520000000000015 0.083935000000000023 -0.072219999999999993 -0.23488499999999998 -0.077959999999999988 0.090345000000000023 0.087515000000000023 0.08618000000000002 -0.08632999999999999 -0.0089749999999999986 0.088435000000000014 -0.072739999999999985
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 -2 3 4 10 -5 9 -8 -7 16 11 -3 -13 14 15 -11 17 19 -19 -4 -9
right_child=1 2 6 5 -6 8 7 20 -10 13 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.005893988229864513 -0.0058358841727338623 0.0092298910980923889 0.0039825232951806542 -0.0063428033372831434 -0.0076682883431335473 -0.0031187080693669835 0.018240712220853102 0.0089805160584461689 0.0071134617793971516 0.00028456396990367066 0.011131164877069921 -0.0020505659360133197 0.0042528215871643115 0.0061270652744137549 -0.0023362650767104463 0.0081446190138627691 0.003593144121226691 0.0063039958259616781 0.014370181797383667 0.010745267732436859 0.0037988589692966234
leaf_weight=53 52 73 107 100 60 52 53 57 87 77 53 72 896 79 86 60 67 63 55 52 55
leaf_count=53 52 73 107 100 60 52 53 57 87 77 53 72 896 79 86 60 67 63 55 52 55
internal_value=0 0.0039425 0.00417402 0.00307763 0.00387047 -0.000743021 0.00605499 0.0102496 0.00327267 0.00498084 0.00450495 0.00416587 0.00378212 0.00263412 0.00138865 0.00374004 0.00703582 0.00786204 0.0100789 0.00620554 0.00645199
internal_weight=0 2256 2204 1393 1154 239 811 165 139 646 1094 1041 968 302 223 137 344 277 118 159 112
internal_count=2309 2256 2204 1393 1154 239 811 165 139 646 1094 1041 968 302 223 137 344 277 118 159 112
is_linear=0
shrinkage=0.16829


Tree=7574
num_leaves=11
num_cat=0
split_feature=48 3 43 475 1211 15 10 2 1453 43
split_gain=0.150242 0.127328 0.0882057 0.0911623 0.0791551 0.10108 0.115181 0.110635 0.101877 0.059813
threshold=0.13438000000000003 0.31370500000000007 -0.50504499999999986 -0.088274999999999978 0.10809000000000001 -0.016949999999999996 -1.0000000180025095e-35 0.11342000000000001 -0.0067199999999999994 -0.093419999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -7 -8
right_child=-2 -3 3 4 -6 7 9 -9 -10 -11
leaf_value=-0.0031651688751038977 -0.0056686632581137916 -0.003599465344511864 -0.0017478909741888051 -0.00446993039502232 -0.0016576369133059412 -0.0014056216069767741 0.0069309779758501356 -0.001032718165179373 0.006155995853972869 0.0027836712374300974
leaf_weight=54 54 73 83 57 69 53 114 73 916 763
leaf_count=54 54 73 83 57 69 53 114 73 916 763
internal_value=0 0.00330207 0.00353379 0.00370463 0.00392681 0.00412272 0.0028472 0.00526431 0.00574055 0.00332482
internal_weight=0 2255 2182 2128 2045 1976 934 1042 969 877
internal_count=2309 2255 2182 2128 2045 1976 934 1042 969 877
is_linear=0
shrinkage=0.16829


Tree=7575
num_leaves=26
num_cat=0
split_feature=4 12 12 4 0 47 0 39 43 52 52 12 12 4 403 0 1453 4 403 4 0 12 402 403 133
split_gain=9.94732 2.46304 1.21964 0.920029 0.666106 0.582317 0.547086 0.508236 0.384628 0.35109 0.265886 0.261216 0.318098 0.240641 0.21517 0.175754 0.174973 0.170902 0.133279 0.0622038 0.100752 0.0718959 0.0436723 0.0412922 0.00680622
threshold=0.30163500000000004 0.054520000000000006 0.13332500000000003 -0.44205499999999992 -0.067969999999999989 0.077555000000000013 -0.076969999999999997 0.084155000000000021 -0.095564999999999983 0.055990000000000005 -0.062629999999999977 -0.083114999999999981 1.0000000180025095e-35 -0.085574999999999984 -0.10197999999999999 -0.086284999999999987 -1.0000000180025095e-35 -0.051459999999999992 -1.0000000180025095e-35 -0.039459999999999995 -0.04478999999999999 0.09697500000000002 -0.0065149999999999991 -0.39135999999999999 -0.0044049999999999992
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=1 3 6 -1 5 7 13 10 -8 11 -5 -2 -13 15 22 -3 -16 -18 23 20 -20 -21 -15 -10 -17
right_child=9 2 -4 4 -6 -7 8 -9 18 -11 -12 12 -14 14 16 24 17 -19 19 21 -22 -23 -24 -25 -26
leaf_value=0.0011595340156100005 7.675372704997135e-05 0.0013923141911720096 0.00059429635838599516 0.0007502236747663377 0.00051733526909585612 0.0011185909956489303 0.00075847017242310229 0.00097725106720269756 0.0010839991934017718 0.00058414190937649559 0.00044974730486809584 0.00046613061809621059 0.00014906234184504675 0.0010544516392716986 0.0013123346710772145 0.001212057538147992 0.001196175419076295 0.0010935321658580412 0.0011364996272688311 0.001035604242775193 0.00096797772412155912 0.00086203047198982836 0.00091037969612839441 0.0012190158446023212 0.0011364589217585535
leaf_weight=71 52 70 52 82 100 61 58 71 66 52 54 94 55 53 65 57 288 511 81 54 84 59 52 52 53
leaf_count=71 52 70 52 82 100 61 58 71 66 52 54 94 55 53 65 57 288 511 81 54 84 59 52 52 53
internal_value=0 0.00103477 0.00109312 0.000814716 0.000748092 0.000834064 0.00110928 0.000750048 0.00101164 0.000341846 0.000631176 0.000278987 0.000349328 0.00114782 0.0011269 0.00126029 0.00114429 0.00113057 0.00104863 0.00100811 0.00105092 0.000945289 0.000983437 0.0011438 0.00117595
internal_weight=0 2094 1655 439 368 268 1603 207 454 253 136 201 149 1149 969 180 864 799 396 278 165 113 105 118 110
internal_count=2347 2094 1655 439 368 268 1603 207 454 253 136 201 149 1149 969 180 864 799 396 278 165 113 105 118 110
is_linear=0
shrinkage=0.0032998


Tree=7576
num_leaves=15
num_cat=0
split_feature=3 14 3 41 42 4 132 1212 403 16 15 133 43 12
split_gain=0.116003 0.10659 0.133869 0.195281 0.113946 0.105094 0.0919271 0.0906708 0.0914222 0.167014 0.0889601 0.0760394 0.0619548 0.0413537
threshold=0.31370500000000007 0.076175000000000007 -0.096099999999999977 0.07677500000000001 0.12199500000000001 -0.26545999999999997 -0.083284999999999984 0.11796000000000001 -0.10197999999999999 -0.082354999999999984 0.079575000000000021 0.111585 -0.086809999999999984 0.089255000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 13 8 9 -8 12 -10 -7 -4
right_child=-2 -3 4 -5 -6 10 7 -9 11 -11 -12 -13 -14 -15
leaf_value=0.0065853887300374352 -0.0031017753512966859 0.0091903249208227494 0.0049819385067801083 -0.0095314338775089307 -0.0029425989728045529 0.00067976799994387441 -0.0071077313121234104 0.010356130621908296 0.0039261841718805411 0.0034307483900435885 0.0043536179880742714 -0.002178757744948647 -0.0068886709191927492 0.010794899083750168
leaf_weight=84 86 81 71 53 74 58 66 52 1340 120 67 60 64 71
leaf_count=84 86 81 71 53 74 58 66 52 1340 120 67 60 64 71
internal_value=0 0.00318528 0.00296133 -0.000178393 0.00351438 0.00163082 0.00378382 0.0034258 0.00319744 -0.000299053 -0.000561708 0.00366326 -0.00327583 0.00790107
internal_weight=0 2261 2180 326 1854 273 1780 1638 1586 186 189 1400 122 142
internal_count=2347 2261 2180 326 1854 273 1780 1638 1586 186 189 1400 122 142
is_linear=0
shrinkage=0.16829


Tree=7577
num_leaves=21
num_cat=0
split_feature=4 12 150 13 12 13 14 47 4 4 12 43 403 12 4 13 4 4 4 4
split_gain=8.7247 2.38941 1.27563 0.935369 0.9308 0.924119 0.607407 0.485674 0.665827 0.407217 0.338636 0.257529 0.180426 0.174156 0.165147 0.120559 0.0837198 0.0478579 0.0362101 0.0424108
threshold=0.30163500000000004 0.054520000000000006 0.094365000000000018 -0.0074049999999999993 0.13332500000000003 -0.0042049999999999995 1.0000000180025095e-35 0.077555000000000013 -0.030434999999999993 0.00025000000000000006 0.09697500000000002 -0.11990999999999997 -0.10197999999999999 -0.078454999999999983 -0.078524999999999998 -0.050754999999999995 0.062150000000000004 0.49433000000000005 -0.080744999999999997 -0.060264999999999992
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 2 5 13 6 9 10 8 -7 -1 11 -3 15 -2 -14 -13 18 -5 -12 -20
right_child=3 4 -4 17 -6 7 -8 -9 -10 -11 16 12 14 -15 -16 -17 -18 -19 19 -21
leaf_value=0.00050168845770551457 0.00027277346449662451 0.00090147269934229312 0.00031147625277329501 0.00051185762288854413 0.00061575937726423939 0.0010789395193464323 0.0014187519432537245 0.0012250001734837807 0.00066342793762951772 0.00085442970733035529 0.0008990206153501692 0.00089036567712352604 0.0011694167620251148 4.3148004326792601e-05 0.001077642513450552 0.0010886205376564673 0.00083701090341173638 0.00065892733657314264 0.001082182683703593 0.00097115195209086097
leaf_weight=90 87 85 56 52 52 90 52 63 80 60 53 78 333 62 673 64 56 52 61 148
leaf_count=90 87 85 56 52 52 90 52 63 80 60 53 78 333 62 673 64 56 52 61 148
internal_value=0 0.000994389 0.000777655 0.000345427 0.00105186 0.000845724 0.00106598 0.00097607 0.000883612 0.00064302 0.00105413 0.00107912 0.00109224 0.000177461 0.00110806 0.000979968 0.000957138 0.000585731 0.00098268 0.00100373
internal_weight=0 2094 439 253 1655 383 1603 233 170 150 1551 1233 1148 149 1006 142 318 104 262 209
internal_count=2347 2094 439 253 1655 383 1603 233 170 150 1551 1233 1148 149 1006 142 318 104 262 209
is_linear=0
shrinkage=0.0032998


Tree=7578
num_leaves=24
num_cat=0
split_feature=1 2 2 47 14 3 49 4 0 39 2 3 43 43 4 133 4 2 49 4 13 3 4
split_gain=5.14876 1.50064 0.73666 0.725853 0.310921 0.422014 0.271727 0.265652 0.244602 0.239557 0.210865 0.204869 0.151072 0.257203 0.229908 0.137842 0.132635 0.122993 0.12172 0.103349 0.0670737 0.0473301 0.0967354
threshold=0.10538500000000002 0.14823500000000003 0.094835000000000017 1.0000000180025095e-35 0.054835000000000009 -0.13088999999999998 -0.011779999999999997 0.058330000000000007 -0.11073999999999999 0.082470000000000016 0.11366500000000002 -0.0088599999999999981 -0.00067499999999999993 0.00037500000000000006 0.005935000000000001 0.082410000000000011 -0.013125 0.085955000000000018 0.0093850000000000027 -0.0065299999999999993 -0.00067499999999999993 -0.12595999999999999 -0.071794999999999984
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 3 4 6 5 -1 -2 -5 -7 10 16 20 14 -14 19 -12 21 -15 -18 -10 -8 -4 -23
right_child=1 -3 9 7 -6 8 11 -9 12 -11 15 -13 13 17 -16 -17 18 -19 -20 -21 -22 22 -24
leaf_value=0.00054062024511985314 0.00054728257769972655 1.3390658061231555e-05 0.0008961350962079079 0.00087642201091956621 0.0010657236107035574 0.00064120591274473184 0.00034564219237552681 0.00057360826466031512 0.00082321528020776245 0.00048689292049667449 0.00049803589827712095 0.00021568278703818666 0.0011198247042854747 0.00078410786743877926 0.00061844171503436436 0.00072003413933789228 0.00056428886788816176 0.00094439066780517772 0.00076141508745979775 0.00092990316595690918 0.00051428393170952673 0.00068713713315383008 0.00086833824783042748
leaf_weight=56 98 84 58 55 61 68 53 77 676 59 71 89 55 109 56 56 61 109 84 123 54 68 67
leaf_count=56 98 84 58 55 61 68 53 77 676 59 71 89 55 109 56 56 61 109 84 123 54 68 67
internal_value=0 0.000416916 0.000791845 0.000496401 0.000833716 0.000822384 0.000404849 0.000700048 0.000835547 0.000686863 0.000712159 0.000333452 0.000847232 0.000915997 0.000825234 0.000596202 0.000755625 0.000864411 0.000678729 0.000839683 0.00043108 0.000813214 0.000777328
internal_weight=0 510 1837 426 1313 1252 294 132 1196 524 465 196 1128 273 855 127 338 218 145 799 107 193 135
internal_count=2347 510 1837 426 1313 1252 294 132 1196 524 465 196 1128 273 855 127 338 218 145 799 107 193 135
is_linear=0
shrinkage=0.0032998


Tree=7579
num_leaves=22
num_cat=0
split_feature=1 3 16 2 47 2 1 16 15 39 42 11 158 0 2 159 3 159 16 159 0
split_gain=12.1694 1.97002 1.09087 1.05192 0.712073 0.435311 0.433118 0.532012 0.416338 0.362401 0.333226 0.32906 0.211315 0.303101 0.180315 0.146673 0.13635 0.208696 0.100672 0.157221 0.0362859
threshold=0.10538500000000002 0.31534000000000006 0.25761500000000009 0.094835000000000017 0.10648500000000001 -0.0091949999999999983 0.13130500000000003 -0.0094449999999999968 -0.094269999999999979 0.082470000000000016 0.11551500000000002 1.0000000180025095e-35 0.085900000000000018 -0.11073999999999999 0.11366500000000002 0.030370000000000005 -0.055009999999999996 0.04105000000000001 0.31615500000000002 -0.039019999999999992 -0.085719999999999977
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 4 5 6 -1 7 8 -2 10 14 12 13 -7 15 18 17 -15 19 -5 -14
right_child=1 -3 -4 9 -6 11 -8 -9 -10 -11 -12 -13 20 16 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00077878468803572304 0.00039400455055605321 -5.8785957027608495e-05 0.00086692234698086885 0.0010705409430658769 0.00076140501437991224 0.00085235262247506857 0.00017884203943270744 0.00024289997881470649 0.00077253682500445038 0.00065597534032868401 0.00068144420465420191 0.0013324532546711142 0.0012844453252013513 0.0010828942227831594 0.00084009941032763805 0.0011600805789387168 0.0012448905738906397 0.0008986880331015866 0.0010806032897587407 0.00086195466965517881 0.0011521872324470155
leaf_weight=52 61 71 86 60 66 71 83 76 67 59 52 59 54 893 100 56 53 75 69 128 56
leaf_count=52 61 71 86 60 66 71 83 76 67 59 52 59 54 893 100 56 53 75 69 128 56
internal_value=0 0.000450733 0.000533218 0.00102703 0.000451819 0.00107705 0.000380503 0.000462378 0.000592418 0.000901618 0.00093271 0.00108932 0.00107736 0.00106321 0.000964261 0.00100382 0.00107784 0.00106866 0.000969629 0.000928712 0.00121743
internal_weight=0 510 439 1837 353 1313 287 204 128 524 465 1261 1202 1092 413 313 1021 968 257 188 110
internal_count=2347 510 439 1837 353 1313 287 204 128 524 465 1261 1202 1092 413 313 1021 968 257 188 110
is_linear=0
shrinkage=0.0032998


Tree=7580
num_leaves=29
num_cat=0
split_feature=4 12 2 150 43 2 2 2 12 4 4 13 43 4 12 401 2 2 133 42 2 15 4 4 42 42 52 4
split_gain=7.23846 3.19256 0.988017 0.981924 1.17032 0.638609 0.432949 0.41143 0.348854 0.272882 0.561652 0.200529 0.184418 0.266937 0.170648 0.149551 0.109256 0.10205 0.165916 0.123796 0.131223 0.089817 0.0768301 0.0728247 0.0679837 0.0657488 0.0542361 0.0486899
threshold=0.30163500000000004 0.077755000000000005 0.12358500000000001 0.094605000000000009 -0.065804999999999989 0.11353000000000001 0.14823500000000003 0.081460000000000019 0.091475000000000015 -0.14538499999999996 -9.4999999999999992e-05 0.071660000000000015 -0.038674999999999994 -0.07878499999999998 -0.040564999999999997 0.10765000000000001 0.093765000000000015 0.089885000000000007 0.082925000000000013 0.081180000000000016 0.083885000000000015 -0.41606999999999994 -0.096364999999999992 -0.0072499999999999995 -0.0096099999999999988 0.087130000000000027 0.10096500000000001 -0.076184999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 7 9 14 -1 15 -6 -11 12 13 -10 -2 17 27 19 -19 24 -21 -16 -13 -15 -3 -20 -18 -14
right_child=6 2 -4 -5 5 -7 -8 -9 11 10 -12 22 16 23 21 -17 26 18 25 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00030783338756757323 0.00033141316616373844 0.001119157445397089 0.00062339958645723668 0.00029357060414631636 0.0011814520685050965 0.00061021963899249374 0.00012028615984176384 0.00067621032216689712 0.00068078926539199831 0.00064348581539030558 0.0010885375598798301 0.001192789068784952 0.001166254779127724 0.00099664049477513907 0.00062189007568179324 0.0012595963413645022 0.0010141291187364325 0.0008645351941811134 0.0011649771920718226 0.00097669809627578944 0.0010979057545632311 0.00044324386530904567 0.0010248903235593554 0.00086845924342898045 0.0012517108033329909 0.00099598674565480236 0.00086525430281606159 0.0010291099907719901
leaf_weight=57 82 200 64 54 61 62 55 80 53 52 78 59 55 129 59 52 63 65 54 153 309 69 72 88 61 57 56 78
leaf_count=57 82 200 64 54 61 62 55 80 53 52 78 59 55 129 59 52 63 65 54 153 309 69 72 88 61 57 56 78
internal_value=0 0.000960585 0.00102682 0.00071166 0.000769459 0.000902668 0.000381784 0.000523201 0.0010429 0.000997415 0.000910788 0.000983584 0.000954106 0.000893123 0.000450103 0.00108359 0.0010193 0.00107337 0.000999689 0.00109126 0.00105784 0.000525864 0.00110078 0.000944822 0.00115027 0.00107852 0.000944366 0.00108609
internal_weight=0 2112 1668 444 390 253 265 137 1604 191 130 653 522 270 210 951 252 899 176 723 462 128 131 217 261 111 119 133
internal_count=2377 2112 1668 444 390 253 265 137 1604 191 130 653 522 270 210 951 252 899 176 723 462 128 131 217 261 111 119 133
is_linear=0
shrinkage=0.0032998


Tree=7581
num_leaves=27
num_cat=0
split_feature=2 12 0 0 51 43 0 13 12 0 43 12 2 1213 2 2 12 13 49 42 13 43 151 0 2 12
split_gain=0.163317 0.127887 0.103099 0.123749 0.088708 0.0933781 0.0884941 0.224006 0.149747 0.147647 0.116965 0.106689 0.0750225 0.071956 0.0669677 0.0848477 0.154504 0.0725479 0.0643616 0.0586442 0.0551759 0.0479787 0.0428685 0.0381386 0.0241029 0.0238281
threshold=0.099675000000000014 -0.092124999999999985 -0.084114999999999981 -0.072174999999999975 0.093135000000000009 0.00037500000000000006 -0.079249999999999987 -0.052454999999999995 0.095980000000000024 0.047740000000000012 -0.17157499999999998 0.092495000000000008 0.084305000000000005 -0.13252999999999998 -0.00097499999999999985 0.083885000000000015 0.08401500000000002 -0.095574999999999979 0.098655000000000007 0.085970000000000005 -0.081029999999999977 -0.065409999999999982 -0.00099499999999999979 -0.082284999999999983 0.11404000000000002 0.088635000000000005
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=6 -2 18 -4 5 19 10 11 9 12 -1 -8 -9 -12 -15 16 -16 -17 22 25 -18 -13 -3 -19 -24 -5
right_child=1 2 3 4 -6 -7 7 8 -10 -11 13 21 -14 14 15 17 20 23 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.013286845631047104 -0.0037112020277048018 0.0024901407165644246 0.012843641218834183 0.011919122271561134 -0.002368649421759583 5.1952266036898252e-06 0.012417086384311911 -0.0089234022633524774 0.0065330470989786128 0.0052819071363823973 0.011681144164678742 0.0010095262330522879 -0.00068930214425975815 0.011719310127955953 -0.0033556816261618694 0.00069855924213918421 0.0027662542111119176 0.0075451723480787049 0.0055533367062027602 0.0031716062680757825 0.0083278420762707833 0.0076806671055985702 -0.0053551898770597727 0.0042840211523216855 -0.00030604440086787394 0.0072312577811453537
leaf_weight=69 78 65 52 53 52 74 87 71 81 53 63 56 57 52 78 58 107 552 58 75 98 69 57 128 52 82
leaf_count=69 78 65 52 53 52 74 87 71 81 53 63 56 57 52 78 58 107 552 58 75 98 69 57 128 52 82
internal_value=0 0.00269992 0.00350938 0.0051882 0.00399808 0.00517015 0.00576862 0.00381149 0.000513242 -0.00217078 0.00653699 0.00787915 -0.00527069 0.00612542 0.00579755 0.00549419 0.00300486 0.00644634 0.000693948 0.00698162 0.00543373 0.00470637 -0.000915523 0.00693395 -0.00296291 0.00908499
internal_weight=0 698 620 388 336 284 1679 474 262 181 1205 212 128 1136 1073 1021 283 738 232 210 205 125 174 680 109 135
internal_count=2377 698 620 388 336 284 1679 474 262 181 1205 212 128 1136 1073 1021 283 738 232 210 205 125 174 680 109 135
is_linear=0
shrinkage=0.16829


Tree=7582
num_leaves=10
num_cat=0
split_feature=9 16 376 9 4 14 1212 16 4
split_gain=0.147607 0.0893617 0.0924775 0.137605 0.0840374 0.160672 0.0563592 0.372842 0.102718
threshold=-1.0000000180025095e-35 -0.54225499999999982 0.083960000000000021 1.0000000180025095e-35 0.5105900000000001 -0.072219999999999993 0.041590000000000009 -0.020464999999999997 -0.081759999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -7
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0031840497367232748 -0.0021509324279859929 0.01343257268058125 -0.0012487679237007891 0.012191078547908954 -0.0018127375840673928 0.0069605904293010947 0.0054209067457381861 -0.0096082008751028798 0.0039501422461132854
leaf_weight=77 59 57 77 67 59 432 211 60 1278
leaf_count=77 59 57 77 67 59 432 211 60 1278
internal_value=0 0.00429349 0.00446396 0.00466806 0.00442684 0.00460835 0.00435355 0.0020868 0.00471173
internal_weight=0 2300 2241 2164 2097 2038 1981 271 1710
internal_count=2377 2300 2241 2164 2097 2038 1981 271 1710
is_linear=0
shrinkage=0.16829


Tree=7583
num_leaves=25
num_cat=0
split_feature=1 1 0 2 123 10 0 14 0 0 0 0 0 123 2 48 50 2 0 50 133 48 42 133
split_gain=6.88142 1.16465 0.77426 0.572323 0.470237 0.430437 0.303891 0.293119 0.288255 0.459787 0.25325 0.269082 0.217721 0.170169 0.236731 0.168124 0.118107 0.129363 0.102674 0.0961072 0.0746501 0.0680361 0.040922 0.0285347
threshold=0.098370000000000027 0.12450500000000002 -0.11912999999999999 0.10124000000000001 0.083715000000000026 -0.0069899999999999988 -0.026509999999999995 0.062655000000000016 0.053930000000000006 -0.071719999999999992 -0.10653 -0.079249999999999987 -0.14454499999999995 0.088610000000000008 0.13574000000000003 0.096030000000000018 0.094195000000000015 0.08673500000000002 -0.088159999999999988 0.10647500000000001 0.11370000000000001 0.084965000000000027 -0.011409999999999998 0.088685000000000014
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 21 7 8 -3 18 10 9 -4 12 15 -1 14 -7 19 17 -13 -5 20 -12 -2 -19 -20
right_child=1 5 4 6 -6 13 -8 -9 -10 -11 11 16 -14 -15 -16 -17 -18 22 23 -21 -22 -23 -24 -25
leaf_value=0.00095050769289939548 0.0003884984356187065 0.00010417540425408196 0.00096556171330740976 0.00074135331171970532 0.00049243298977112021 0.00066151167964714037 0.00059236617364768552 0.0012049345193072462 0.0010297609457036957 0.00059993578905925197 0.0010503150519030465 0.00076429000540152183 0.00067074903617647165 0.00028733934727658564 0.00036246678469609704 0.00083543160483832957 0.0010469656988481367 0.00084306294397033538 0.00086897367806792797 0.00092884654583904388 0.00093681199424773239 0.00053320237406199913 0.0009606378151721175 0.00096364228710743051
leaf_weight=73 66 53 67 52 55 60 53 64 61 87 724 84 54 52 57 55 54 53 89 103 76 84 122 79
leaf_count=73 66 53 67 52 55 60 53 64 61 87 724 84 54 52 57 55 54 53 89 103 76 84 122 79
internal_value=0 0.000558174 0.000660458 0.000958208 0.000766267 0.000364504 0.000818747 0.000984226 0.000836153 0.000759236 0.000974097 0.000988284 0.000831833 0.000445937 0.000516124 0.00101602 0.000903266 0.00087317 0.000873124 0.00102699 0.00103958 0.000469768 0.000925231 0.0009137
internal_weight=0 642 420 1735 270 222 273 1462 215 154 1398 1271 127 169 117 958 313 259 220 903 800 150 175 168
internal_count=2377 642 420 1735 270 222 273 1462 215 154 1398 1271 127 169 117 958 313 259 220 903 800 150 175 168
is_linear=0
shrinkage=0.0032998


Tree=7584
num_leaves=26
num_cat=0
split_feature=4 3 1 3 123 0 3 150 3 0 1 16 15 1 43 4 16 0 2 13 15 2 4 16 16
split_gain=19.717 6.86858 3.17407 0.738862 0.726682 0.687332 0.700496 0.437628 0.394281 0.389007 0.32521 0.506097 0.434931 0.322767 0.162096 0.140859 0.129845 0.0869647 0.0645028 0.0584722 0.0514891 0.0423746 0.0193215 0.0191081 0.0435527
threshold=0.30163500000000004 -0.063814999999999997 0.10384000000000002 -0.082634999999999986 1.0000000180025095e-35 -0.074754999999999988 -0.13088999999999998 0.084680000000000019 0.0075150000000000008 -0.10023499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.050699999999999995 0.12719000000000003 -0.084059999999999982 -0.21586499999999997 0.022165000000000004 -0.053259999999999995 0.091955000000000023 -0.041479999999999996 -0.44206999999999991 0.083855000000000013 -0.037004999999999989 -0.068504999999999996 0.25032500000000008
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=1 5 4 -2 10 6 -1 8 -4 -8 12 -12 -3 -5 -7 -16 18 23 21 -20 -15 -11 -18 -17 -25
right_child=3 2 7 13 -6 14 9 -9 -10 16 11 -13 -14 20 15 17 22 -19 19 -21 -22 -23 -24 24 -26
leaf_value=0.0057999293482908333 0.0046535812273007715 0.0053642497643445622 0.0045743724173732915 0.0044272062454126394 0.0048739745495255515 0.005166136546404459 0.0052360117955731617 0.0044263634341630605 0.004965708491852649 0.0054598438847865572 0.005225294290214952 0.0056343878601094804 0.0049470408335025636 0.0042282920999928645 0.0055071654933579539 0.00527220499295376 0.0054371697349242295 0.0051731587954247735 0.0054847828106712303 0.0053005280566235363 0.0040489487009426868 0.0055288078591120074 0.0052974636995513384 0.0054654432491116536 0.0053000165866425586
leaf_weight=74 78 54 59 81 64 76 85 64 62 265 92 57 64 53 64 62 57 53 69 53 53 548 64 69 57
leaf_count=74 78 54 59 81 64 76 85 64 62 265 92 57 64 53 64 62 57 53 69 53 53 548 64 69 57
internal_value=0 0.00533451 0.00500271 0.0043788 0.00519711 0.00544176 0.00548106 0.0046547 0.00477518 0.00546034 0.00527443 0.00538203 0.00513827 0.004264 0.00531636 0.00535367 0.00547837 0.00531277 0.00549319 0.00540503 0.00413895 0.00550637 0.00536357 0.00535193 0.00539089
internal_weight=0 2112 516 265 331 1596 1215 185 121 1141 267 149 118 187 381 305 1056 241 935 122 106 813 121 188 126
internal_count=2377 2112 516 265 331 1596 1215 185 121 1141 267 149 118 187 381 305 1056 241 935 122 106 813 121 188 126
is_linear=0
shrinkage=0.0032998


Tree=7585
num_leaves=19
num_cat=0
split_feature=15 123 0 11 51 15 16 447 0 15 0 15 16 51 15 52 52 15
split_gain=12.9062 4.29732 2.82449 1.78889 0.88187 0.62671 0.538369 0.512949 0.411565 0.351158 0.272601 0.245633 0.266896 0.229745 0.218212 0.082677 0.127155 0.076597
threshold=-0.2987999999999999 0.081180000000000016 -0.12608499999999997 1.0000000180025095e-35 0.11548000000000001 -0.097984999999999989 -0.42372999999999994 0.084510000000000016 -0.15385999999999997 -0.074254999999999974 -0.074204999999999979 -0.035449999999999988 0.4044600000000001 -0.09798999999999998 -0.088184999999999986 0.070205000000000017 -0.025904999999999994 0.11354000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 7 -2 -1 10 -7 -6 15 12 -12 -13 -3 16 -4 -17
right_child=1 14 4 -5 9 8 -8 -9 -10 -11 11 13 -14 -15 -16 17 -18 -19
leaf_value=0.00055340013940805694 0.001120601677218341 0.00088296619771829248 0.0014815094811835765 0.001476431287988146 0.0012951430101857109 0.00087335449750034475 0.00018511644882124854 0.0010767125299912918 0.00049098731794559088 0.00092093917519578731 0.0010666304519118825 0.0015886723084184286 0.0013495086130560624 0.0013540845450808116 0.00061785238224995316 0.0014892041226203213 0.0013803140868873293 0.0013467601407197189
leaf_weight=83 59 62 214 65 52 71 91 53 55 60 64 57 90 276 78 416 449 52
leaf_count=83 59 62 214 65 52 71 91 53 55 60 64 57 90 276 78 416 449 52
internal_value=0 0.00129527 0.00133379 0.00100481 0.0013799 0.00083891 0.000360994 0.00139898 0.000706728 0.00109499 0.00140951 0.00134314 0.00123218 0.00139435 0.000735512 0.00143806 0.00141303 0.00147345
internal_weight=0 2173 2033 250 1783 185 174 1671 126 112 1618 487 154 333 140 1131 663 468
internal_count=2347 2173 2033 250 1783 185 174 1671 126 112 1618 487 154 333 140 1131 663 468
is_linear=0
shrinkage=0.0032998


Tree=7586
num_leaves=27
num_cat=0
split_feature=3 15 15 2 2 0 0 2 16 151 3 0 3 2 2 11 2 484 159 403 1447 160 51 484 15 16
split_gain=4.55627 1.09365 0.960104 0.665956 0.743328 0.315804 0.306912 0.301212 0.256575 0.178902 0.166974 0.164284 0.137187 0.231721 0.112035 0.094955 0.0828524 0.0812944 0.0686493 0.0672522 0.0625633 0.0860905 0.0585528 0.0576959 0.0520959 0.0398953
threshold=-0.052614999999999995 -0.2987999999999999 -0.24042999999999998 0.10859000000000001 -0.0091949999999999983 -0.11073999999999999 -0.12608499999999997 0.089830000000000007 -0.41574999999999995 -0.04886999999999999 -0.082254999999999981 -0.15385999999999997 -0.14070999999999997 0.106285 0.087855000000000003 1.0000000180025095e-35 0.094955000000000025 0.065040000000000014 -0.020314999999999996 0.0032850000000000002 -0.082344999999999988 0.0047600000000000012 0.092950000000000019 -0.059599999999999993 0.08844500000000001 -0.082909999999999984
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 8 -1 4 -3 11 -5 10 -2 -9 15 -6 13 -11 18 20 -7 22 -12 25 -4 24 23 -14 -22 -20
right_child=1 3 7 6 5 16 -8 9 -10 12 14 -13 17 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00039611658080322221 0.00036518597615245945 0.00032452610782467058 0.00081048959081032044 0.00026972654232413414 0.00073485559801701457 0.00094333981936032011 0.00054559652906925311 0.00063334357553427255 6.4061417901905716e-05 0.0010799739180193575 0.00088734882176456714 0.00049809804353963 0.00065709518997757687 0.00076745358827507836 0.00096878748601953791 0.0010590530022829144 0.00076769168636638401 0.00091659686697741726 0.00081916281984159458 0.00088037937298285568 0.00089042223913605772 0.0010506798547606641 0.00086929499541295492 0.00077587318498565153 0.00098957750597436652 0.00070625970949288988
leaf_weight=52 71 56 70 83 75 69 95 68 55 53 88 58 58 53 57 52 57 52 56 54 413 53 64 289 76 120
leaf_count=52 71 56 70 83 75 69 95 68 55 53 88 58 58 53 57 52 57 52 56 54 413 53 64 289 76 120
internal_value=0 0.000508851 0.000838964 0.000579019 0.000670372 0.000745013 0.000417158 0.000852683 0.000234022 0.00079565 0.000887616 0.000631873 0.000814985 0.000924046 0.000830969 0.000919555 0.00086416 0.000789941 0.000806155 0.000774936 0.000907644 0.000920127 0.00077383 0.000756121 0.000905905 0.000742384
internal_weight=0 619 1728 493 315 259 178 1676 126 637 1039 133 569 106 375 664 126 463 318 230 612 542 411 347 489 176
internal_count=2347 619 1728 493 315 259 178 1676 126 637 1039 133 569 106 375 664 126 463 318 230 612 542 411 347 489 176
is_linear=0
shrinkage=0.0032998


Tree=7587
num_leaves=22
num_cat=0
split_feature=0 14 15 14 52 151 15 133 49 43 475 131 475 42 52 13 13 0 43 52 15
split_gain=0.294733 0.401832 0.234071 0.225543 0.133986 0.12562 0.106695 0.0926715 0.0947306 0.0970986 0.157267 0.101566 0.075839 0.0855186 0.0641544 0.0899184 0.0490098 0.0309218 0.0417357 0.0219983 0.0310359
threshold=-0.12608499999999997 0.019675000000000002 -0.035449999999999988 -0.30192499999999994 1.0000000180025095e-35 0.084350000000000008 -0.092729999999999993 -0.0084449999999999994 -0.081694999999999976 -0.082389999999999977 -0.086304999999999979 0.097570000000000004 -0.084894999999999984 -0.042074999999999994 0.090755000000000016 -0.06457499999999998 -0.018704999999999996 -0.090729999999999991 0.0035900000000000007 -1.0000000180025095e-35 0.08568000000000002
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 2 4 -2 6 7 -1 14 -9 12 -11 -12 -10 -14 16 -16 17 -5 -19 -18 -21
right_child=3 -3 -4 5 -6 -7 -8 8 9 10 11 -13 13 -15 15 -17 19 18 -20 20 -22
leaf_value=-0.00083331643320286222 0.00071327236424146168 0.01732155556153556 -0.0067794789797869107 0.012769925375287209 0.012456639320937372 0.018427072831821153 0.0081532175619097782 0.0044729757805941515 0.0062808437220154348 0.017274482418450338 0.0079543030843119752 0.014517319756842881 0.010061023529500451 0.015143018605171152 0.021191795816209467 0.012158115695211366 0.016458878744644453 0.010886967286072052 0.0046877998861568747 0.010722609887530515 0.015829093244505005
leaf_weight=96 62 64 60 61 53 64 61 82 52 65 675 75 156 247 55 76 53 69 58 111 52
leaf_count=96 62 64 60 61 53 64 61 82 52 65 675 75 156 247 55 76 53 69 58 111 52
internal_value=0 0.00532743 0.00247772 0.010737 0.00513119 0.0110546 0.00264682 0.0108036 0.0100553 0.0104144 0.009306 0.008613 0.0123957 0.0131803 0.0126913 0.0159646 0.0116255 0.00960453 0.00807 0.0133761 0.0123627
internal_weight=0 334 270 2013 210 1951 157 1887 1352 1270 815 750 455 403 535 131 404 188 127 216 163
internal_count=2347 334 270 2013 210 1951 157 1887 1352 1270 815 750 455 403 535 131 404 188 127 216 163
is_linear=0
shrinkage=0.16829


Tree=7588
num_leaves=27
num_cat=0
split_feature=3 148 51 12 160 160 13 3 15 1 41 13 0 133 52 484 43 2 42 1 52 52 15 376 43 52
split_gain=0.342005 0.204274 0.166807 0.165447 0.287668 0.204813 0.197213 0.283896 0.103225 0.159195 0.166198 0.0985887 0.0756267 0.0678086 0.0874216 0.0585629 0.0667789 0.0740932 0.0586657 0.0572484 0.0565399 0.0586712 0.0525107 0.0518705 0.0216504 0.0136637
threshold=-0.049204999999999992 -0.043434999999999994 -0.096089999999999981 -0.016554999999999997 0.051820000000000005 -1.0000000180025095e-35 -0.11122999999999998 -0.0026499999999999996 -0.040804999999999994 0.10587000000000001 0.075585000000000013 -0.092704999999999996 -0.090374999999999983 -0.0059799999999999992 0.090245000000000006 0.10151000000000002 -0.0030199999999999997 0.090050000000000005 0.08350500000000001 0.083065000000000014 -0.10692499999999998 0.026115000000000003 -0.013969999999999998 0.084075000000000011 -0.08231999999999999 -0.0046699999999999997
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=8 -2 -3 6 5 -5 -4 23 15 10 11 -10 -13 14 -14 16 17 18 -1 -18 -19 -22 -15 -8 -20 -26
right_child=1 2 3 4 -6 -7 7 -9 9 -11 -12 12 13 22 -16 -17 19 20 24 -21 21 -23 -24 -25 25 -27
leaf_value=0.015231691683145896 -0.0051223466885479806 0.012668121552543449 0.015855054038593983 0.0048009753091081868 0.011445137719078057 -0.007763768332778277 0.011206016594609925 -0.0054431726404283298 0.0032263706857552899 0.019475827152357506 0.019039077974584758 0.015827614334898606 0.0099671388302445714 0.012868080060955306 0.016584750955202822 0.013128662436292076 0.0073657805921239832 0.0099539091202087947 0.0059265607214897915 0.00060129453853166603 -0.00033744503129049907 0.0070393126637829685 0.0079121385248247123 0.0045127467316312458 0.0081926620243497686 0.01206390627173127
leaf_weight=54 53 85 60 61 55 92 91 55 67 53 55 59 236 70 76 52 72 61 54 71 56 66 527 53 57 56
leaf_count=54 53 85 60 61 55 92 91 55 67 53 55 59 236 70 76 52 72 61 54 71 56 66 527 53 57 56
internal_value=0 0.00483938 0.00579911 0.00454501 0.00100036 -0.00274255 0.00738474 0.00482185 0.00949091 0.0104331 0.00999181 0.0095093 0.00994232 0.00955835 0.0115849 0.00768996 0.00716965 0.00828015 0.0103642 0.00401975 0.00575348 0.00363853 0.00849625 0.008755 0.00877957 0.0101271
internal_weight=0 605 552 467 208 153 259 199 1742 1143 1090 1035 968 909 312 599 547 404 221 143 183 122 597 144 167 113
internal_count=2347 605 552 467 208 153 259 199 1742 1143 1090 1035 968 909 312 599 547 404 221 143 183 122 597 144 167 113
is_linear=0
shrinkage=0.16829


Tree=7589
num_leaves=20
num_cat=0
split_feature=15 16 0 15 15 49 151 2 2 0 0 16 16 49 133 16 2 12 0
split_gain=0.182861 0.215357 0.127956 0.227552 0.414266 0.164299 0.105686 0.0946366 0.0794386 0.110827 0.0918447 0.103295 0.0895527 0.0760825 0.0797425 0.0765973 0.0483508 0.0393998 0.00381133
threshold=-0.26826999999999995 -0.34140499999999996 -0.12608499999999997 0.083185000000000023 -0.035449999999999988 -0.047309999999999998 0.084350000000000008 -0.0091949999999999983 0.091895000000000018 -0.050864999999999994 -0.099059999999999995 0.41484500000000007 0.21684500000000004 -0.0070449999999999992 0.085520000000000013 -0.046599999999999996 0.10515500000000001 0.095935000000000006 -0.088269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 5 -2 7 -4 9 13 -10 12 -12 14 -9 -15 -7 -13 -1
right_child=2 -3 6 -5 -6 16 -8 8 10 -11 11 17 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0074895109850062159 -0.00029250400120794321 -0.0056453221250322375 0.0016814642356390386 0.013577445028440518 -0.01121371715300353 0.013599102390884028 0.014938650539562535 0.015772093571935052 0.012677711716494103 0.015998049340062312 0.0057420311272941742 0.013674896247259389 -0.00020255915764649118 0.0088861941981918241 0.0078288599476704808 0.0055807887468666273 0.0062478779622043004 0.0072262919208220316 0.0052876638125972774
leaf_weight=53 77 69 74 57 54 52 58 75 60 57 395 54 87 583 71 307 52 57 55
leaf_count=53 77 69 74 57 54 52 58 75 60 57 395 54 87 583 71 307 52 57 55
internal_value=0 0.00168496 0.00732388 0.00403388 0.00171142 0.00557746 0.00783446 0.00760708 0.00785719 0.00873905 0.00637837 0.00573798 0.00466532 0.00833793 0.0119216 0.00774803 0.00994077 0.0103796 0.00638484
internal_weight=0 177 2170 292 235 181 1878 1820 1746 1093 653 593 482 1036 146 890 104 111 108
internal_count=2347 177 2170 292 235 181 1878 1820 1746 1093 653 593 482 1036 146 890 104 111 108
is_linear=0
shrinkage=0.16829


Tree=7590
num_leaves=12
num_cat=0
split_feature=10 14 10 15 52 3 49 3 52 160 475
split_gain=0.187195 0.158336 0.23895 0.0996197 0.0867357 0.120844 0.15524 0.122268 0.0925175 0.248333 0.081225
threshold=0.058500000000000003 -0.10708499999999999 -0.094984999999999986 -0.41971499999999995 0.51358000000000004 -0.0047649999999999993 -0.05529499999999999 0.09037000000000002 -0.034054999999999995 -0.065924999999999997 -0.084264999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 8 -7 -8 9 -5 -10
right_child=-2 2 3 4 -6 6 7 -9 10 -11 -12
leaf_value=0.012680995672165301 -0.0036061781287180386 -0.0053567830666501589 -0.0011486839559851523 -0.0056303834229418041 0.00041858224092832099 0.016434341598655131 0.013452534190154098 0.0045110919467362702 0.012734613316986637 0.0053633651406771133 0.0063043043855157731
leaf_weight=96 59 54 54 67 73 71 63 142 59 436 1188
leaf_count=96 59 54 54 67 73 71 63 142 59 436 1188
internal_value=0 0.00597516 0.00568266 0.00596037 0.00614412 0.00634953 0.00963231 0.00726771 0.00583077 0.00389542 0.00660999
internal_weight=0 2303 2207 2153 2099 2026 276 205 1750 503 1247
internal_count=2362 2303 2207 2153 2099 2026 276 205 1750 503 1247
is_linear=0
shrinkage=0.16829


Tree=7591
num_leaves=17
num_cat=0
split_feature=4 12 133 43 16 148 4 13 16 1 1453 49 160 43 16 12
split_gain=0.141156 0.173568 0.150732 0.176514 0.126883 0.115738 0.116444 0.196764 0.160466 0.102585 0.0824467 0.0903491 0.0842659 0.0799913 0.0665065 0.0825369
threshold=0.043850000000000007 0.098330000000000015 -1.0000000180025095e-35 -0.049364999999999992 -0.50327499999999992 -0.065034999999999996 0.014585000000000002 -0.16392499999999996 -0.14101499999999997 0.107145 -0.044999999999999991 0.10383500000000001 0.084575000000000011 0.0066850000000000008 -0.43370499999999995 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 13 14 -5 -1 7 -7 -9 -3 -10 12 -12 -2 -4 -16
right_child=1 9 3 4 -6 6 -8 8 10 -11 11 -13 -14 -15 15 -17
leaf_value=-0.00080559114597086661 0.003039414421646275 0.0018762369131095009 0.0061874590452102802 0.0045997515662516497 0.014125601645802972 -0.0045163377282232487 0.013591648741393328 0.015103132847142792 -0.00021699596655132589 -0.0080788319329667471 0.0050429730744639203 0.011085813599790544 0.0092708319160457412 -0.0060262705221469709 -0.0047349014260468772 0.0041278231457706847
leaf_weight=78 55 56 73 74 87 53 53 52 66 61 1241 88 151 55 59 60
leaf_count=78 55 56 73 74 87 53 53 52 66 61 1241 88 151 55 59 60
internal_value=0 0.00248428 0.0039495 0.0056456 0.00975842 0.00551334 0.00580364 0.00555254 0.00588762 -0.00329866 0.00557649 0.00583606 0.00550289 -0.0014771 0.00218747 -0.000251203
internal_weight=0 580 463 353 161 1782 1704 1651 1598 117 1546 1480 1392 110 192 119
internal_count=2362 580 463 353 161 1782 1704 1651 1598 117 1546 1480 1392 110 192 119
is_linear=0
shrinkage=0.16829


Tree=7592
num_leaves=21
num_cat=0
split_feature=10 10 40 0 14 0 52 10 376 0 0 52 52 0 0 52 151 42 0 40
split_gain=2.68154 2.08437 0.97211 0.37803 0.916157 0.44498 0.397016 0.367608 0.307 0.269288 0.222426 0.170631 0.146707 0.136391 0.109394 0.0954364 0.091059 0.0891234 0.0342046 0.00342651
threshold=-1.0000000180025095e-35 0.058500000000000003 -0.026419999999999996 -0.10946999999999998 0.019675000000000002 -0.079249999999999987 -0.53454499999999994 -0.15282499999999996 0.084545000000000009 -0.065064999999999998 0.033830000000000006 0.047850000000000011 -0.24264499999999997 -0.087284999999999988 -0.086284999999999987 -1.0000000180025095e-35 -0.033849999999999991 0.088950000000000015 -0.14803999999999998 -0.081029999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 4 11 12 -7 -1 19 15 -11 16 -5 17 -15 -8 -4 -14 -18 -2
right_child=1 -3 3 5 -6 6 9 -9 -10 10 -12 -13 13 14 -16 -17 18 -19 -20 -21
leaf_value=0.00011742218382894281 0.0007124195648007133 0.00020104312434732457 0.00051230151896266695 0.0007623043772957464 0.0011142274412522754 0.00099778932289789376 0.00074029899760736663 0.00048388590833105239 0.00037523145427528613 0.00061277163182562645 0.00081512342047643281 0.00080206996428527108 0.00090247576492543291 0.0010823895353172439 0.00094010558263315559 0.00086813952679622077 0.00071504121394170943 0.00077398774499705348 0.00059649758328104833 0.00065587919751305989
leaf_weight=58 53 59 70 67 60 101 92 62 53 157 98 70 286 71 500 249 70 80 52 54
leaf_count=58 53 59 70 67 60 101 92 62 53 157 98 70 286 71 500 249 70 80 52 54
internal_value=0 0.000813841 0.000830387 0.000850008 0.000745563 0.000869759 0.000805279 0.000307055 0.000582084 0.000772596 0.000690676 0.000661002 0.000914487 0.000925331 0.000957859 0.000833752 0.000609387 0.000874487 0.000664803 0.000684214
internal_weight=0 2242 2183 2023 322 1701 697 120 160 596 255 262 1004 937 571 341 192 366 122 107
internal_count=2362 2242 2183 2023 322 1701 697 120 160 596 255 262 1004 937 571 341 192 366 122 107
is_linear=0
shrinkage=0.0032998


Tree=7593
num_leaves=22
num_cat=0
split_feature=1 4 159 12 4 14 1 51 11 1 2 51 4 1 15 42 12 157 4 4 12
split_gain=9.93218 1.22664 0.953734 0.914583 0.642664 0.547241 0.547168 0.529434 0.489665 0.310921 0.268165 0.219023 0.387276 0.189225 0.171709 0.137598 0.121971 0.245187 0.0763195 0.0457032 0.0327931
threshold=0.10491000000000002 0.27287000000000006 0.08043500000000002 -0.029844999999999997 0.043850000000000007 -0.42214499999999994 0.092655000000000015 -0.021719999999999996 1.0000000180025095e-35 0.12640500000000002 0.11366500000000002 0.0045000000000000014 -0.024114999999999994 0.11744000000000002 -0.069929999999999978 0.083120000000000013 0.083785000000000012 -0.0031149999999999993 -0.093344999999999997 0.5137400000000002 0.090905000000000014
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 7 6 8 -3 -1 -2 10 -7 11 16 -13 -9 20 -14 17 -5 -18 -11 -6
right_child=1 5 -4 4 14 9 -8 13 -10 19 -12 12 15 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=0.0010333234791949373 0.0011135266432864169 0.00070813881889420535 0.00037676038577690257 0.0010766500959621067 0.0010807291258137907 0.00048339439249154599 0.00056101667898490694 0.00083957527062847445 0.0013682732153458995 0.00014112654438881876 0.00090392659351477031 0.0012154079987609227 0.00078314494114586604 0.00060022758430200982 0.00084211246662803916 0.0010157142585184367 0.0010138019070272842 0.001345580766442991 0.0011485221252423722 0.00027890550227200109 0.00096372782039049604
leaf_weight=56 57 52 63 62 75 78 52 87 101 55 57 78 52 64 92 65 53 99 957 53 54
leaf_count=56 57 52 63 62 75 78 52 87 101 55 57 78 52 64 92 65 53 99 957 53 54
internal_value=0 0.000581499 0.000733469 0.00110209 0.00112038 0.000408309 0.000806243 0.000841342 0.00114461 0.000324297 0.00112871 0.00113806 0.00103393 0.000738363 0.000953126 0.000912651 0.00115537 0.00124224 0.00114149 0.000209066 0.00103202
internal_weight=0 509 271 1853 1745 238 108 208 1524 186 1423 1366 195 151 221 117 1171 161 1010 108 129
internal_count=2362 509 271 1853 1745 238 108 208 1524 186 1423 1366 195 151 221 117 1171 161 1010 108 129
is_linear=0
shrinkage=0.0032998


Tree=7594
num_leaves=13
num_cat=0
split_feature=10 14 10 42 39 4 3 39 12 1213 3 0
split_gain=0.141199 0.0941809 0.180216 0.101149 0.112515 0.0980959 0.0791981 0.0772659 0.135849 0.0710503 0.0607234 0.0626799
threshold=0.058500000000000003 -0.10708499999999999 -0.094984999999999986 -0.08266999999999998 0.098905000000000007 0.043850000000000007 -0.10175499999999998 0.086000000000000007 -0.011819999999999999 -0.080614999999999978 -0.092714999999999978 -0.081574999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 7 6 -4 8 -5 -10 -8 -12
right_child=-2 2 3 4 -6 -7 10 -9 9 -11 11 -13
leaf_value=0.010666870190584784 -0.0028292578618523321 -0.0043212859858562415 0.015370742600108598 -0.0024506637063948212 -0.0026132066680484667 0.0017187159744778569 0.0032324345401876869 0.010998088421736567 0.0023238515966870162 0.0057333093136968348 0.0067697932743047105 0.013301839781917079
leaf_weight=96 59 54 53 66 53 56 56 64 199 1434 96 76
leaf_count=96 59 54 53 66 53 56 56 64 199 1434 96 76
internal_value=0 0.00548852 0.00526245 0.00550366 0.00500421 0.00818973 0.00947294 0.00523423 0.00501605 0.00531893 0.00809408 0.00966649
internal_weight=0 2303 2207 2153 1816 337 281 1763 1699 1633 228 172
internal_count=2362 2303 2207 2153 1816 337 281 1763 1699 1633 228 172
is_linear=0
shrinkage=0.16829


Tree=7595
num_leaves=15
num_cat=0
split_feature=3 132 3 0 4 16 0 52 16 157 0 12 16 0
split_gain=0.442922 0.112699 0.0881731 0.131249 0.107245 0.18169 0.136841 0.146329 0.140833 0.0985172 0.0850323 0.062547 0.0581794 0.12472
threshold=0.31534000000000006 0.091050000000000006 -0.14443999999999999 0.062580000000000011 -0.37626499999999991 0.0086100000000000013 -0.079119999999999982 -0.091784999999999992 -0.039889999999999988 -0.065184999999999979 -0.080474999999999977 0.089045000000000013 0.25032500000000008 -0.0088949999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -4 6 7 -6 -8 -7 -11 -3 13 -1
right_child=-2 11 3 -5 5 9 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0066286091517996281 -0.0080159711204683352 -0.0031371770962810939 0.012374058965720348 -0.0031375723162568587 0.013825130758995142 -0.0028306018493137988 0.0046222553274795795 0.0063041557695804069 -0.0043337588818251572 -0.0019251530882704504 0.0053211933446179385 0.0036613172161212154 0.0047700706923430852 0.01732404048639152
leaf_weight=76 74 65 61 52 79 98 248 1098 62 61 181 93 64 53
leaf_count=76 74 65 61 52 79 98 248 1098 62 61 181 93 64 53
internal_value=0 0.00520338 0.00552478 0.00518131 0.00541138 0.00517793 0.00598088 0.00681049 0.00282526 0.00166091 0.00348721 0.000853097 0.00896801 0.0110368
internal_weight=0 2291 2133 1940 1888 1827 1487 1177 310 340 242 158 193 129
internal_count=2365 2291 2133 1940 1888 1827 1487 1177 310 340 242 158 193 129
is_linear=0
shrinkage=0.16829


Tree=7596
num_leaves=13
num_cat=0
split_feature=12 9 2 0 151 4 15 16 52 150 160 4
split_gain=0.177762 0.102064 0.0936529 0.111209 0.125402 0.147743 0.111044 0.110725 0.131044 0.0748359 0.070174 0.0695909
threshold=-0.18401999999999999 -1.0000000180025095e-35 0.13290500000000002 0.12500000000000003 0.0031850000000000003 0.30163500000000004 -0.074054999999999996 0.0086100000000000013 -0.092264999999999986 0.090480000000000019 -0.061284999999999992 0.45363500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -4 8 -3 -6 -9 -7
right_child=1 2 6 -5 9 11 -8 10 -10 -11 -12 -13
leaf_value=-0.0057328582802069943 -0.0024599914251767665 0.011672090417210117 0.0046494993038407638 0.012317422359173942 0.014601007936843071 -0.0057975788572815724 -0.004314372580639091 -0.0018114483313430071 0.0048373961465846436 0.0057418790247173715 0.0033351704375170423 0.0025448467157573934
leaf_weight=52 63 85 83 53 53 58 74 98 1319 57 315 55
leaf_count=52 63 85 83 53 53 58 74 98 1319 57 315 55
internal_value=0 0.00420252 0.00438987 0.00468732 0.00448821 0.00417161 0.000413046 0.00453908 0.00525246 0.0100267 0.00210959 -0.00172121
internal_weight=0 2313 2250 2093 2040 1930 157 1817 1404 110 413 113
internal_count=2365 2313 2250 2093 2040 1930 157 1817 1404 110 413 113
is_linear=0
shrinkage=0.16829


Tree=7597
num_leaves=24
num_cat=0
split_feature=4 2 12 150 2 3 52 12 15 52 15 42 2 16 15 12 15 52 0 0 42 42 15
split_gain=9.95111 3.24896 1.34911 0.914796 0.863986 0.750073 0.681367 0.512657 0.380749 0.351605 0.283093 0.259714 0.185584 0.175865 0.159122 0.146165 0.132673 0.0967698 0.0857707 0.0840888 0.0808013 0.111229 0.0304802
threshold=0.30163500000000004 0.14234000000000005 0.054520000000000006 1.0000000180025095e-35 0.13538500000000001 -0.14265999999999998 -0.11333999999999998 0.08870500000000002 0.029300000000000003 -0.046924999999999988 -0.035449999999999988 0.086855000000000016 0.095040000000000013 -0.043889999999999992 -0.44206999999999991 0.083570000000000019 -0.075694999999999985 0.016565000000000003 -0.072174999999999975 -0.063519999999999979 0.088305000000000008 0.087505000000000013 0.091475000000000015
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=1 2 3 6 11 8 -1 15 -4 -8 -11 14 -5 17 -2 -7 -15 22 -19 -18 21 -17 -9
right_child=4 -3 5 12 -6 7 9 13 -10 10 -12 -13 -14 16 -16 20 19 18 -20 -21 -22 -23 -24
leaf_value=0.0013081074057130139 0.0007008589369437749 0.00035522757314376119 0.0011975015568144141 0.00077139931359752846 6.730669173488512e-05 0.0013163541260222682 0.00068934793251141204 0.0010587869586458892 0.0015490554393025127 0.0011258687469354373 0.00083962766567419449 0.00030794349776455237 0.00050960816710111803 0.0011016971086786804 0.00045250206541981309 0.0011411325699262136 0.00097902653779087024 0.0011545958413637948 0.00099918320861769327 0.00084445690417561258 0.0010459642769304279 0.0013009478817233452 0.00097324675597619862
leaf_weight=62 57 72 84 70 79 61 57 143 58 84 71 61 53 77 58 452 203 201 53 74 88 57 90
leaf_count=62 57 72 84 70 79 61 57 143 58 84 71 61 53 77 58 452 203 201 53 74 88 57 90
internal_value=0 0.00104486 0.0010692 0.000896134 0.000354516 0.00111105 0.00100251 0.00108921 0.00134134 0.000912971 0.000994979 0.000483233 0.000658881 0.00103484 0.000575907 0.00115865 0.000977778 0.00107625 0.00112231 0.000943204 0.00114248 0.0011591 0.0010259
internal_weight=0 2110 2038 397 255 1641 274 1499 142 212 155 176 123 841 115 658 354 487 254 277 597 509 233
internal_count=2365 2110 2038 397 255 1641 274 1499 142 212 155 176 123 841 115 658 354 487 254 277 597 509 233
is_linear=0
shrinkage=0.0032998


Tree=7598
num_leaves=13
num_cat=0
split_feature=3 1186 15 15 1212 1212 13 43 1 11 1 3
split_gain=0.272723 0.120506 0.121042 0.195329 0.0899208 0.303202 0.108992 0.101228 0.13949 0.0738091 0.0635787 0.0244005
threshold=0.31343500000000007 0.081240000000000021 -0.4680149999999999 -0.40312499999999996 0.049115000000000006 0.090080000000000007 0.24679500000000001 -0.14188999999999999 0.077565000000000009 0.077290000000000011 0.080270000000000022 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 8 -5 -9 11 -7
right_child=-2 -3 3 4 5 10 -8 9 -10 -11 -12 -13
leaf_value=0.011799230486000756 -0.0052380935023700155 -0.002351789939520637 -0.0048079877688673878 0.0050460617686531256 0.014809834850860071 0.0081600313344055413 0.011267123705535053 0.0040614541728855929 -0.0067230224707970207 0.0088203037123151719 -0.0014949874108303775 0.003165644830525859
leaf_weight=65 86 72 63 57 102 52 61 1533 57 99 55 63
leaf_count=65 86 72 63 57 102 52 61 1533 57 99 55 63
internal_value=0 0.00440692 0.00462823 0.00440978 0.00468997 0.00755122 0.00425828 0.00401239 -0.000822721 0.00435124 0.00318549 0.0054396
internal_weight=0 2279 2207 2142 2079 272 1807 1746 114 1632 170 115
internal_count=2365 2279 2207 2142 2079 272 1807 1746 114 1632 170 115
is_linear=0
shrinkage=0.16829


Tree=7599
num_leaves=19
num_cat=0
split_feature=1 4 10 12 3 1 11 15 2 4 16 50 2 16 16 4 1 52
split_gain=9.42467 1.94051 1.08343 1.01247 0.724731 0.6377 0.522436 0.662101 0.604856 0.293723 0.27412 0.234344 0.178167 0.219751 0.174564 0.138589 0.121625 0.0793048
threshold=0.11695500000000002 0.30163500000000004 -0.0069899999999999988 -0.011819999999999999 -0.059629999999999996 0.092655000000000015 1.0000000180025095e-35 0.0056700000000000006 0.091955000000000023 0.50373500000000015 0.0055300000000000011 0.11028 0.11366500000000002 -0.019749999999999993 0.092980000000000021 -0.10429499999999998 0.085265000000000021 0.026115000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 -1 8 -8 10 -6 11 16 15 -14 -12 -10 -5 -17
right_child=2 -3 4 6 9 -7 7 -9 12 -11 14 -13 13 -15 -16 17 -18 -19
leaf_value=0.0011004112452726613 4.7102486793704871e-05 0.00061332320476680218 0.00083157789852810057 0.0012125713241498246 0.00054823193707905556 0.00067160763921624489 0.0011362990395021181 0.001609895417023948 0.0012020703460157989 0.00026868553869069541 0.00088816243388213255 0.00098351083396553719 0.0010728058128211279 0.0007945881217692423 0.0011148310270642058 0.00096936819405660647 0.0011270703265843325 0.001075563202113
leaf_weight=65 57 92 72 654 103 92 82 54 60 69 64 68 54 77 96 157 273 176
leaf_count=65 57 92 72 654 103 92 82 54 60 69 64 68 54 77 96 157 273 176
internal_value=0 0.00108262 0.00045738 0.0011045 0.000553079 0.000849362 0.00112655 0.0013246 0.00111048 0.000436293 0.0011529 0.00117353 0.00101693 0.000909542 0.00102438 0.00105263 0.00118743 0.0010256
internal_weight=0 2064 301 1972 244 157 1815 136 1679 172 1155 995 524 131 160 393 927 333
internal_count=2365 2064 301 1972 244 157 1815 136 1679 172 1155 995 524 131 160 393 927 333
is_linear=0
shrinkage=0.0032998


Tree=7600
num_leaves=15
num_cat=0
split_feature=12 10 1454 50 16 4 4 2 1 2 12 12 13 4
split_gain=0.0961663 0.125556 0.0695458 0.0846912 0.0685581 0.0791004 0.0996263 0.0764378 0.0729734 0.1238 0.155924 0.113314 0.10273 0.085369
threshold=-0.14765999999999999 -1.0000000180025095e-35 0.087930000000000008 -0.23848499999999997 -0.23071499999999998 0.26450500000000005 0.41555500000000006 0.093890000000000015 0.077800000000000022 0.082295000000000021 1.0000000180025095e-35 0.086395000000000013 -0.094384999999999983 -0.068484999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 12 11 -11 -10 -6 -14
right_child=1 2 -4 4 8 6 -8 -9 9 10 -12 -13 13 -15
leaf_value=0.01053232169945645 -0.0020400405579883707 0.010879263952314982 -0.00082552957802968269 0.0054598068063082122 0.010492208861622034 8.8258885548419337e-05 0.0082109304123433053 0.014617239767031023 0.010918177043587902 0.0021474497068768262 -0.0060666707488672908 0.003019946201033262 0.0056747460037529533 0.002508322952019137
leaf_weight=60 103 52 82 52 75 85 87 53 62 233 91 311 461 512
leaf_count=60 103 52 82 52 75 85 87 53 62 233 91 311 461 512
internal_value=0 0.00368863 0.00396314 0.00415334 0.00397948 0.00644717 0.00420726 0.0100992 0.00358673 0.00224708 -0.000154058 0.00433761 0.00447598 0.0040104
internal_weight=0 2259 2156 2074 2022 277 172 105 1745 697 324 373 1048 973
internal_count=2319 2259 2156 2074 2022 277 172 105 1745 697 324 373 1048 973
is_linear=0
shrinkage=0.16829


Tree=7601
num_leaves=12
num_cat=0
split_feature=40 40 0 34 1 42 3 157 3 483 42
split_gain=0.131189 0.122117 0.227922 0.106043 0.137057 0.109259 0.167611 0.125449 0.106997 0.0645624 0.055647
threshold=-0.08440499999999998 0.051255000000000002 0.12474500000000001 -1.0000000180025095e-35 0.13539000000000004 0.088520000000000015 -0.085754999999999984 -0.082259999999999986 -0.096749999999999989 -1.0000000180025095e-35 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 10 -9 -8 -5
right_child=1 -3 -4 4 -6 6 9 8 -10 -11 -12
leaf_value=-0.0028639340769069537 0.010751723264146532 -0.0044857029402769043 0.01365930416868521 0.0096163920780815895 0.0098475934410350296 0.011901177931455375 0.0092400653433237136 -0.0019703744565664661 0.0022195424734172495 0.0030025799649851083 0.0032035349982162124
leaf_weight=96 54 53 63 82 84 82 53 207 1028 443 74
leaf_count=96 54 53 63 82 84 82 53 207 1028 443 74
internal_value=0 0.00348023 0.00367562 0.00337625 0.00318138 0.00289608 0.00484318 0.00208571 0.00151581 0.00367271 0.00658591
internal_weight=0 2223 2170 2107 2053 1969 578 1391 1235 496 156
internal_count=2319 2223 2170 2107 2053 1969 578 1391 1235 496 156
is_linear=0
shrinkage=0.16829


Tree=7602
num_leaves=13
num_cat=0
split_feature=40 40 11 2 2 40 475 475 1 16 15 4
split_gain=0.090834 0.0845593 0.111254 0.0843704 0.0715239 0.0826367 0.0510826 0.0833738 0.138684 0.0543664 0.151081 0.0858403
threshold=-0.08440499999999998 0.051255000000000002 0.079915000000000014 0.09857500000000001 0.14925000000000002 -0.078554999999999986 -0.0013449999999999996 -0.072689999999999991 1.0000000180025095e-35 0.21684500000000004 -0.047974999999999997 -0.15450999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 -7 11 -11 -8
right_child=1 -3 3 -5 -6 6 9 -9 -10 10 -12 -13
leaf_value=-0.0023819632053213207 0.0084863323372033166 -0.0037308049757819044 0.012952160699324667 0.0041518038844342532 0.0083046639420638561 0.0063964978974086128 0.008792705432952656 0.0097327961733631885 -0.0017760168250743394 0.0027437379912556977 -0.0080068658136117875 0.0020606390130447575
leaf_weight=96 65 53 54 74 64 138 56 65 102 109 56 1387
leaf_count=96 65 53 54 74 64 138 56 65 102 109 56 1387
internal_value=0 0.00289536 0.00305803 0.00787849 0.00275498 0.00257451 0.0023727 0.00437441 0.00291569 0.0019919 -0.000894064 0.00232314
internal_weight=0 2223 2170 128 2042 1978 1913 305 240 1608 165 1443
internal_count=2319 2223 2170 128 2042 1978 1913 305 240 1608 165 1443
is_linear=0
shrinkage=0.16829


Tree=7603
num_leaves=23
num_cat=0
split_feature=1 52 12 1 2 2 2 0 12 15 12 4 483 2 12 4 42 4 4 2 1 133
split_gain=9.98814 1.38774 0.998082 0.78084 0.721791 0.612764 0.792532 0.529569 0.508457 0.255479 0.203103 0.148209 0.161999 0.17876 0.144363 0.134684 0.0847064 0.284173 0.11577 0.0820376 0.0565878 0.0182733
threshold=0.10508500000000001 -0.25180499999999995 -0.029844999999999997 0.092810000000000017 0.14106500000000002 -0.00097499999999999985 1.0000000180025095e-35 -0.22984499999999997 0.099815000000000015 -0.075694999999999985 0.087615000000000012 -0.15450999999999995 -0.070084999999999981 0.090485000000000024 0.11930500000000001 0.032965000000000001 0.085315000000000016 -0.079554999999999987 -0.082509999999999986 0.16730000000000003 0.11414000000000001 0.022390000000000004
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 -2 3 -1 5 -3 -7 -4 10 20 11 -9 -13 -14 21 16 18 -18 -12 -6 -8 -10
right_child=1 4 7 -5 19 6 9 8 14 -11 15 12 13 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0011366746212853739 0.001144767580779864 0.00043001189437163372 0.00088742062590496781 0.00060116738494942119 0.00044336788440733481 0.0011132485014577955 0.00063636668571636105 0.0014070790295221687 0.0010737694562222872 0.00081480335911101817 0.0013323215060366952 0.0014320379927544153 0.0012606131811745921 0.0010624095612885415 0.00091750478850897359 0.0010818165732526762 0.00096928052253252104 0.0012220883626396844 0.0011908982356611706 0.00025973123842383441 0.00048902330991810886 0.0011509012632441461
leaf_weight=64 55 89 58 56 56 52 58 87 89 68 132 55 482 58 55 103 60 290 138 53 63 98
leaf_count=64 55 89 58 56 56 52 58 87 89 68 132 55 482 58 55 103 60 290 138 53 63 98
internal_value=0 0.000649975 0.00117907 0.000887065 0.000587905 0.000664925 0.000751531 0.0011996 0.00121058 0.000651824 0.0012348 0.00127642 0.00125726 0.00123939 0.00106978 0.00119549 0.00121432 0.00117885 0.00126017 0.0003544 0.000559942 0.00111438
internal_weight=0 494 1825 120 439 330 241 1705 1647 189 1405 682 595 540 242 723 620 350 270 109 121 187
internal_count=2319 494 1825 120 439 330 241 1705 1647 189 1405 682 595 540 242 723 620 350 270 109 121 187
is_linear=0
shrinkage=0.0032998


Tree=7604
num_leaves=23
num_cat=0
split_feature=2 2 2 3 3 40 150 3 0 0 0 43 3 483 3 0 2 0 3 3 2 43
split_gain=4.57059 2.73692 0.896293 0.605059 0.539116 0.507251 0.467489 0.377501 0.32314 0.215099 0.209823 0.150348 0.109026 0.113512 0.106101 0.101561 0.0826668 0.0421461 0.0952082 0.0592606 0.0309829 0.0311718
threshold=0.13290500000000002 -1.0000000180025095e-35 0.099675000000000014 -0.10468499999999999 -0.020014999999999995 -1.0000000180025095e-35 0.081245000000000026 -0.15680499999999997 -0.10891999999999999 -0.13010499999999997 -0.10490499999999998 0.043850000000000007 -0.070649999999999977 -1.0000000180025095e-35 0.085315000000000016 -0.050094999999999994 0.088745000000000004 -0.069824999999999984 -0.074979999999999977 -0.065464999999999982 0.083570000000000019 0.16452000000000003
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 4 3 10 -1 -2 7 -4 14 -9 -3 12 13 -10 -5 -7 -14 18 -11 -19 -13 -22
right_child=5 2 6 8 -6 15 -8 9 11 17 -12 20 16 -15 -16 -17 -18 19 -20 -21 21 -23
leaf_value=0.00069487167031538264 0.00011594850456587444 0.0013163662497364009 0.0010677939041598577 0.00085450280641723609 0.0002853851354072068 0.00037641591569239149 0.00056710081237367242 0.00063500682249591602 0.0010552620019005576 0.00089258769038584249 0.0010489193862381688 0.00078696986045741939 0.0011548917314106294 0.00093239093634506828 0.00065861197835682299 0.00057760091640123685 0.00096805837225514082 0.00081394076621051829 0.00070874522958487422 0.00096626463747017126 0.00094717633543075954 0.00082573463729391507
leaf_weight=57 72 55 63 69 92 60 90 79 96 58 83 64 53 852 58 53 59 70 73 54 54 55
leaf_count=57 72 55 63 69 92 60 90 79 96 58 83 64 53 852 58 53 59 70 73 54 54 55
internal_value=0 0.000874062 0.000906455 0.000946548 0.000442271 0.000333062 0.000783059 0.000831928 0.000925293 0.000787333 0.00115577 0.000941742 0.000956729 0.000944871 0.000765318 0.000471089 0.00105679 0.000834386 0.00079041 0.000880559 0.000849708 0.000886222
internal_weight=0 2134 1985 1498 149 185 487 397 1360 334 138 1233 1060 948 127 113 112 255 131 124 173 109
internal_count=2319 2134 1985 1498 149 185 487 397 1360 334 138 1233 1060 948 127 113 112 255 131 124 173 109
is_linear=0
shrinkage=0.0032998


Tree=7605
num_leaves=16
num_cat=0
split_feature=4 2 2 0 14 3 0 3 2 2 3 4 3 42 475
split_gain=6.49665 1.78633 1.03234 0.655111 0.644936 0.413345 0.229087 0.334556 0.151328 0.138743 0.12262 0.180197 0.179746 0.0845441 0.0739541
threshold=0.27161500000000005 0.13290500000000002 -0.0091949999999999983 -0.10803999999999998 -0.41790499999999997 0.11191000000000002 -0.079119999999999982 -0.12077499999999998 0.11543000000000002 0.10406500000000002 -0.088534999999999989 -0.17689999999999997 -0.082334999999999978 0.088200000000000014 -0.028204999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 6 7 -4 -2 13 11 -8 -12 -9 -14
right_child=3 -3 5 4 -6 -7 10 9 -10 -11 12 -13 14 -15 -16
leaf_value=0.00064104280003034024 0.00076610561240627142 0.00055319240602999347 0.0012931560035125934 0.00061752530576908904 0.00016525678889037397 0.00078034993057109355 0.0010243693193821581 0.0010842078538501536 0.00053021620758389226 0.00090840018175854058 0.0011785849450085227 0.000811546099955126 0.00087737330939161484 0.0010115680574592973 0.0010144611099490758
leaf_weight=75 58 93 72 52 102 67 90 845 64 66 71 89 55 243 304
leaf_count=75 58 93 72 52 102 67 90 845 64 66 71 89 55 243 304
internal_value=0 0.00100095 0.001022 0.000461743 0.0003182 0.001037 0.00104636 0.0010727 0.000642649 0.00105892 0.000993256 0.000918749 0.00102419 0.00106802 0.000993557
internal_weight=0 2070 1977 276 154 1902 1835 1226 122 1154 609 179 430 1088 359
internal_count=2346 2070 1977 276 154 1902 1835 1226 122 1154 609 179 430 1088 359
is_linear=0
shrinkage=0.0032998


Tree=7606
num_leaves=16
num_cat=0
split_feature=1 30 160 403 403 47 47 16 16 1 42 13 43 42 16
split_gain=0.627917 0.157432 0.103129 0.107723 0.279513 0.111728 0.128229 0.114455 0.308698 0.102376 0.101632 0.0629732 0.0460738 0.0368318 0.0418278
threshold=0.14699000000000004 0.085875000000000021 -0.54119499999999987 -0.090799999999999978 -0.13556499999999996 0.077555000000000013 0.089640000000000011 -0.42372999999999994 -0.16238499999999997 0.11869500000000001 0.08512500000000002 -0.06457499999999998 -0.040789999999999993 0.088345000000000021 -0.092049999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 7 -7 10 -9 -10 -5 -4 -13 14 -8
right_child=-2 -3 3 5 -6 6 13 8 9 -11 -12 12 -14 -15 -16
leaf_value=0.011851893311174214 -0.013285765533221996 -0.0040583342421554426 0.0011516730217506371 0.011543059470969199 0.018214092787306926 0.014500974082410124 0.0036539702369299759 -0.0076171714210472663 0.0042810015564069374 -0.0032432903867866134 0.0024035173435285016 0.004615737600795233 0.010829839950213348 0.0029387410477467414 0.0094185665998035989
leaf_weight=63 55 54 73 98 60 59 58 68 1324 53 54 81 60 88 98
leaf_count=63 55 54 73 98 60 59 58 68 1324 53 54 81 60 88 98
internal_value=0 0.00490213 0.00511924 0.00492331 0.008051 0.00447131 0.00744062 0.00390682 0.00344262 0.00399009 0.00830794 0.00519313 0.00727278 0.00572603 0.00728684
internal_weight=0 2291 2237 2174 274 1900 303 1597 1445 1377 152 214 141 244 156
internal_count=2346 2291 2237 2174 274 1900 303 1597 1445 1377 152 214 141 244 156
is_linear=0
shrinkage=0.16829


Tree=7607
num_leaves=16
num_cat=0
split_feature=4 2 123 2 0 12 15 4 4 0 12 1429 4 150 15
split_gain=5.08019 2.31525 0.95197 0.50809 0.468483 0.457717 0.359052 0.358535 0.603898 0.281531 0.235212 0.149397 0.1244 0.0866028 0.0493242
threshold=0.30163500000000004 0.13290500000000002 0.081180000000000016 0.13673000000000005 -0.14989499999999997 0.054520000000000006 0.0056700000000000006 -0.17689999999999997 -9.4999999999999992e-05 -0.10075499999999998 0.096315000000000026 0.084885000000000002 0.053455000000000009 0.084495000000000015 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 6 7 -1 -6 -9 -2 11 13 14 -7 -12
right_child=3 -3 -4 -5 5 10 -8 8 -10 -11 12 -13 -14 -15 -16
leaf_value=0.00087241480747160419 0.00051424955459517224 0.00028035001366063887 0.0004935158468999249 4.5801372341499806e-05 0.00085572372935681601 0.00083367305148312294 0.001219316009094705 0.00027696322549462663 0.00075383144808748514 0.00025676636998578128 0.00088360413410732504 0.0010016766387647201 0.00063588461696065929 0.00095258451733375626 0.00076624287612588255
leaf_weight=83 89 95 100 68 62 1053 55 52 66 98 52 70 78 76 249
leaf_count=83 89 95 100 68 62 1053 55 52 66 98 52 70 78 76 249
internal_value=0 0.000784219 0.000808183 0.000290652 0.000824761 0.000810127 0.00101093 0.000651557 0.000543985 0.0003795 0.000828193 0.000851078 0.000755703 0.000841709 0.000786635
internal_weight=0 2091 1996 255 1896 1758 138 180 118 187 1578 1199 379 1129 301
internal_count=2346 2091 1996 255 1896 1758 138 180 118 187 1578 1199 379 1129 301
is_linear=0
shrinkage=0.0032998


Tree=7608
num_leaves=20
num_cat=0
split_feature=4 1 1 16 47 40 4 15 49 2 4 16 4 4 15 1 15 43 43
split_gain=10.1774 2.18895 1.26821 0.895145 0.487313 0.290154 0.268221 0.258212 0.235597 0.239876 0.217307 0.210345 0.155472 0.120021 0.497724 0.122518 0.116079 0.0680779 0.0457268
threshold=0.30163500000000004 0.10439500000000002 0.13052500000000003 0.26391000000000003 0.085505000000000012 -0.076644999999999977 0.42953500000000006 -0.42759999999999992 -0.12807999999999997 0.10527500000000002 -0.06512999999999998 -0.0094449999999999968 -0.097514999999999977 -0.00013999999999999996 -0.013969999999999998 0.09036000000000001 0.029300000000000003 -0.0083249999999999973 -0.078409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 11 -1 -2 -4 -7 12 -11 -3 16 15 -15 -14 -10 18 -12
right_child=2 3 7 -5 -6 8 -8 -9 9 10 17 -13 13 14 -16 -17 -18 -19 -20
leaf_value=0.00072429173961692896 0.00029267572805286252 0.0005348821047289617 0.00012297092352273929 0.00094095395459133156 0.00074958499585938082 0.0011744155583208724 0.0005805395018470106 -0.00019394987250943711 0.00099561112340785379 0.00067182889465732421 0.00093531328883590626 0.0002669459530132596 0.00096461340604995463 0.00096358520991370175 0.001321785990829685 0.00085909052294657912 0.0011862563032793807 0.0010081729996422116 0.00079333766028690715
leaf_weight=55 76 70 54 83 73 61 67 58 82 52 57 60 873 242 52 147 67 63 54
leaf_count=55 76 70 54 83 73 61 67 58 82 52 57 60 873 242 52 147 67 63 54
internal_value=0 0.000920286 0.000221828 0.000651689 0.000533245 0.000962825 0.000427795 -4.08342e-05 0.000970302 0.000962909 0.000861543 0.00041149 0.000978544 0.000966834 0.00102706 0.00094944 0.00108157 0.000918037 0.000866561
internal_weight=0 2091 255 286 203 1805 143 112 1750 1689 226 130 1463 1314 294 1020 149 174 111
internal_count=2346 2091 255 286 203 1805 143 112 1750 1689 226 130 1463 1314 294 1020 149 174 111
is_linear=0
shrinkage=0.0032998


Tree=7609
num_leaves=14
num_cat=0
split_feature=2 9 123 39 0 12 12 484 52 151 0 2 2
split_gain=0.237787 0.176602 0.133663 0.15137 0.0824156 0.148963 0.118301 0.0787477 0.0735923 0.0649913 0.0524862 0.0398079 0.0221732
threshold=0.13631000000000001 -1.0000000180025095e-35 0.084995000000000015 1.0000000180025095e-35 -0.14989499999999997 0.077755000000000005 0.083325000000000024 0.085845000000000019 -0.064819999999999989 -0.00016499999999999997 -0.040094999999999992 0.15109000000000003 0.09277500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 8 -7 -8 -6 -3 11 -2 -11
right_child=10 2 -4 -5 5 6 7 -9 -10 12 -12 -13 -14
leaf_value=-0.0030884159768180138 -0.0023923994817445279 0.0050358146146794753 -0.00099338988307114085 0.012846146372093433 -0.0035806534957912679 0.013183301054805103 0.0050276944188870345 0.0091658706990187314 0.0036760168479397044 0.009235267590075329 -0.0054652449319342157 0.0041832873035705081 0.014099573580746372
leaf_weight=68 52 75 83 85 74 58 1398 145 85 62 57 52 52
leaf_count=68 52 75 83 85 74 58 1398 145 85 62 57 52 52
internal_value=0 0.00533638 0.00560784 0.0058781 0.00557328 0.00521221 0.00570018 0.00541773 0.000287399 0.00892616 -0.00135648 0.000878169 0.0114698
internal_weight=0 2185 2117 2034 1949 1760 1601 1543 159 189 161 104 114
internal_count=2346 2185 2117 2034 1949 1760 1601 1543 159 189 161 104 114
is_linear=0
shrinkage=0.16829


Tree=7610
num_leaves=17
num_cat=0
split_feature=4 150 52 0 4 1456 133 155 51 3 0 43 52 0 0 42
split_gain=0.231147 0.126301 0.119789 0.140404 0.164095 0.0963808 0.085604 0.109179 0.117314 0.084481 0.210545 0.0856014 0.06565 0.072069 0.130361 0.10065
threshold=0.36766000000000004 0.12155000000000001 0.12066000000000002 -0.10803999999999998 0.51136500000000018 -0.15308499999999997 0.10029000000000002 0.087925000000000017 -0.10830999999999999 -0.15680499999999997 -0.010949999999999998 0.20019500000000004 0.10611000000000001 -0.086764999999999995 -0.071719999999999992 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1 7 9 -9 -7 11 -11 13 -8 15 -15
right_child=2 -3 -4 4 -6 6 12 8 -10 10 -12 -13 -14 14 -16 -17
leaf_value=-0.0016610536739624909 0.0025346567195430958 -0.0038315698490247025 0.0058970549240691611 -0.00077650936238658243 -0.01359785763010693 0.010807955983627158 0.0090257411564443613 0.015099038611270862 0.0050067592867256774 0.0055011490006581501 -0.0031065349873112191 0.00043519358822740771 -0.0018383128925367723 0.0035581719775413653 0.0074436052399596015 -0.0064347768117780048
leaf_weight=68 74 52 53 60 54 65 55 64 68 1254 94 103 82 56 77 58
leaf_count=68 74 52 53 60 54 65 55 64 68 1254 94 103 82 56 77 58
internal_value=0 0.0043401 -0.00115755 -0.00315591 -0.00686554 0.00454886 0.00476347 0.00525847 0.0099136 0.00485196 0.00458391 0.00511795 0.00227095 0.00364801 0.00209004 -0.0015102
internal_weight=0 2096 241 188 114 2044 1976 1648 132 1516 1451 1357 328 246 191 114
internal_count=2337 2096 241 188 114 2044 1976 1648 132 1516 1451 1357 328 246 191 114
is_linear=0
shrinkage=0.16829


Tree=7611
num_leaves=14
num_cat=0
split_feature=40 151 3 12 43 3 156 48 457 43 12 16 3
split_gain=0.128785 0.149957 0.272468 0.127195 0.0910461 0.0783391 0.0732011 0.101302 0.0909243 0.0724804 0.0719945 0.0624719 0.0505359
threshold=0.051255000000000002 0.009020000000000002 -0.026769999999999999 0.10222500000000002 -0.23596999999999999 0.32329500000000005 0.08956500000000002 -0.078084999999999974 0.087495000000000017 -0.062434999999999997 0.097510000000000013 0.062365000000000011 -0.069729999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 10 -6 -9 -8 -11
right_child=-2 2 -4 4 9 -7 11 8 -10 12 -12 -13 -14
leaf_value=-0.0026957178942444205 -0.0047503790305394571 0.0047915894266461392 -0.011183153230579862 0.0058352736846574533 -0.0061144765631376283 -0.0021895900503404266 0.0039205653095572782 0.0037477717123844032 0.011017052177063797 -0.0029427909979919432 0.0087224356014079813 0.010672069360653768 0.0031822292433006413
leaf_weight=61 57 67 55 66 63 53 69 1454 55 65 88 92 92
leaf_count=61 57 67 55 66 63 53 69 1454 55 65 88 92 92
internal_value=0 0.00333579 -0.00239541 0.00366062 0.000348263 0.00416572 0.00435188 0.00401697 0.00427449 -0.00128967 0.00403283 0.00778973 0.00063495
internal_weight=0 2280 122 2158 286 1872 1819 1658 1597 220 1542 161 157
internal_count=2337 2280 122 2158 286 1872 1819 1658 1597 220 1542 161 157
is_linear=0
shrinkage=0.16829


Tree=7612
num_leaves=30
num_cat=0
split_feature=1 2 12 1 16 12 15 1 0 12 2 16 159 16 15 12 2 49 1210 160 16 15 15 15 0 1 2 16 15
split_gain=6.92076 1.26055 0.635265 0.576321 0.475459 0.447844 0.386753 0.369564 0.347905 0.156764 0.155203 0.262216 0.147237 0.185483 0.143459 0.115168 0.105353 0.102113 0.121304 0.124144 0.108381 0.0895554 0.117726 0.111068 0.0977308 0.0975119 0.0761862 0.0644432 0.0360261
threshold=0.10752500000000002 0.16730000000000003 0.077755000000000005 0.13301500000000002 0.15454000000000004 0.093270000000000006 -0.40312499999999996 0.092655000000000015 -0.11912999999999999 0.11769500000000001 0.089735000000000023 -0.051934999999999995 0.042925000000000005 -0.0013749999999999997 -0.091274999999999981 -1.0000000180025095e-35 0.093765000000000015 0.085870000000000016 -0.081369999999999984 -0.013164999999999998 -0.0101 -0.033689999999999991 0.101705 -0.070929999999999979 -0.078454999999999983 0.094165000000000013 0.087910000000000016 -0.040484999999999993 -0.014614999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 7 10 -5 15 -2 21 17 16 13 -10 -9 -1 -12 18 -4 20 -20 23 24 27 -23 -26 -21 -7 -13
right_child=1 -3 5 6 -6 9 -8 14 12 -11 11 28 -14 -15 -16 -17 -18 -19 19 26 -22 22 -24 -25 25 -27 -28 -29 -30
leaf_value=0.00090689083689819683 0.00040885374644411131 -6.2958743819664528e-05 0.0010900142365283341 0.00013121110978101273 0.00099972988330111843 0.0007701920276047265 0.00050898790401926366 0.00065098497255779218 0.00060337782342941547 0.00066783901563195324 0.00066801373440072021 0.00089856135729593435 0.00052238952538151819 0.00087499840918255794 0.00041192455979060713 0.00070691484806716153 0.00087050679947482819 0.0010755086834206391 0.00093379103754408948 0.0009516655421897063 0.00077788753891227006 0.0010523411675458219 0.00078005448075477222 0.0006600159251398842 0.00081143078523595702 0.0009940620142963937 0.0010756952609445255 0.00093082888033221487 0.0010191831746183301
leaf_weight=57 96 52 67 69 62 65 52 57 61 63 67 52 59 52 55 77 52 88 128 379 85 54 87 55 87 55 69 54 81
leaf_count=57 96 52 67 69 62 65 52 57 61 63 67 52 59 52 55 77 52 88 128 379 85 54 87 55 87 55 69 54 81
internal_value=0 0.000418968 0.000878077 0.000483481 0.000740297 0.000904778 0.000293853 0.000674768 0.000568965 0.000824822 0.000943675 0.000870667 0.000658124 0.000728683 0.000533904 0.000792242 0.000756794 0.000966179 0.000952915 0.000938965 0.000871741 0.000846386 0.000883621 0.000785624 0.000929412 0.000882416 0.000970847 0.000843382 0.000972288
internal_weight=0 441 1896 389 308 1588 121 246 268 520 1068 252 172 113 112 134 119 816 728 661 213 457 283 174 196 142 448 119 133
internal_count=2337 441 1896 389 308 1588 121 246 268 520 1068 252 172 113 112 134 119 816 728 661 213 457 283 174 196 142 448 119 133
is_linear=0
shrinkage=0.0032998


Tree=7613
num_leaves=20
num_cat=0
split_feature=1 0 3 47 123 11 2 15 1 150 15 0 0 16 3 16 51 15 13
split_gain=12.2642 2.02824 1.90602 0.981729 0.911645 0.675476 0.980591 0.617115 0.543011 0.454564 0.348125 0.285232 0.249846 0.245059 0.239631 0.165395 0.154304 0.190787 0.130344
threshold=0.10752500000000002 0.13830500000000004 -0.049204999999999992 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.090225000000000014 -0.084629999999999997 0.13301500000000002 1.0000000180025095e-35 0.0056700000000000006 -0.073399999999999979 -0.067329999999999987 -0.091624999999999984 -0.046989999999999997 -0.088869999999999991 0.086950000000000013 0.084745000000000015 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 8 5 6 11 -2 15 13 -7 16 -10 18 -15 -4 17 -1 -8
right_child=2 -3 3 -5 -6 10 9 -9 12 -11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0013882150812848015 0.00067218380636968101 0.00059613677912394964 0.00065295473823211451 0.00078522263690074105 0.00089172194490671564 0.0013577496419588529 0.00094156677752772831 0.0011158293961946631 0.00034600377160519874 0.00086751804145953303 0.001707651100079467 0.0011171581079076163 2.1761448231488625e-05 0.0011763410912266424 0.0013908714694592943 0.00039807770712839581 0.0011990570189453823 0.0012872560252280851 0.0011505090598122201
leaf_weight=456 58 53 52 80 74 82 66 85 52 60 52 79 52 334 71 62 98 400 71
leaf_count=456 58 53 52 80 74 82 66 85 52 60 52 79 52 334 71 62 98 400 71
internal_value=0 0.00123384 0.00062272 0.000472205 0.00125216 0.00126722 0.00124863 0.000936136 0.000357174 0.00114231 0.0014938 0.00131055 0.000184221 0.00117267 0.00121404 0.000514646 0.00132653 0.00134108 0.00105011
internal_weight=0 1896 441 298 1843 1769 1635 143 218 602 134 1033 104 542 405 114 954 856 137
internal_count=2337 1896 441 298 1843 1769 1635 143 218 602 134 1033 104 542 405 114 954 856 137
is_linear=0
shrinkage=0.0032998


Tree=7614
num_leaves=9
num_cat=0
split_feature=1 447 9 2 39 14 0 12
split_gain=0.206197 0.106055 0.118664 0.105002 0.0890662 0.229892 0.131971 0.102652
threshold=0.14262000000000002 0.089095000000000021 0.037245000000000007 -0.0091949999999999983 0.098220000000000016 -0.072219999999999993 -0.22607999999999998 0.10321000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=-0.0028686987440197545 -0.0042469546306068365 -0.0028951315338059743 0.012376694811809075 0.014317950848499492 -0.0015024060323991656 -0.0030179197439506892 0.0051358928957518351 0.0013099946142057029
leaf_weight=55 81 55 54 69 66 65 1665 227
leaf_count=55 81 55 54 69 66 65 1665 227
internal_value=0 0.00438421 0.00456693 0.00436966 0.00456082 0.00475923 0.00442129 0.00467782
internal_weight=0 2256 2201 2147 2092 2026 1957 1892
internal_count=2337 2256 2201 2147 2092 2026 1957 1892
is_linear=0
shrinkage=0.16829


Tree=7615
num_leaves=29
num_cat=0
split_feature=1 2 123 2 13 2 1 16 42 16 42 1 13 16 16 1 48 2 2 1 2 16 42 133 13 13 1 42
split_gain=7.7508 1.58782 1.10234 1.07746 0.560771 0.526643 0.24182 0.830441 0.237342 0.381036 0.201984 0.197016 0.189177 0.179456 0.150392 0.12678 0.122625 0.114022 0.160087 0.151613 0.101999 0.131967 0.10907 0.10022 0.0954214 0.0725276 0.0658022 0.0890051
threshold=0.10684 0.11144000000000001 0.081180000000000016 -1.0000000180025095e-35 -0.0074049999999999993 0.089830000000000007 0.088595000000000021 0.27776000000000006 0.081180000000000016 0.062910000000000008 0.11929000000000002 0.12719000000000003 0.066010000000000013 -0.0068949999999999992 -0.070454999999999976 0.085345000000000018 0.090720000000000009 0.074875000000000011 0.084275000000000003 0.08956500000000002 0.086915000000000006 -0.064539999999999986 0.085790000000000019 -0.0047949999999999989 -0.020619999999999996 -0.092879999999999976 0.092655000000000015 0.089485000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 11 8 10 -8 13 15 12 -3 16 17 -6 20 25 19 -19 -1 22 -22 -10 -20 -5 -7 27 -17
right_child=1 4 -4 24 14 6 7 -9 9 -11 -12 -13 -14 -15 -16 26 -18 18 23 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0008325940692851645 0.00041325652393378181 0.00030255814797147559 0.00057240468544565693 0.00098190736960509714 0.00036701669018713982 0.00089218978836116513 0.0005386926373880589 0.0010629735789321113 0.0010109771861296409 0.00072477256017519491 0.0007463141826680494 6.0229753169874872e-05 0.00080061072839267657 0.0012308686642064685 0.00061365497677894185 0.00098053994993109049 0.00084765588399924794 0.0012426798983201657 0.0011120119393068079 0.0010807080165979904 0.00084256438025282626 0.0010567562937075607 0.0011679811918180534 0.00095762185448135392 0.00079777685247341568 0.0010213104114324054 0.0010219681706910271 0.00078856397584300031
leaf_weight=53 87 73 76 64 54 60 71 62 94 57 55 74 74 79 56 57 67 62 115 59 52 89 113 85 66 369 69 55
leaf_count=53 87 73 76 64 54 60 71 62 94 57 55 74 74 79 56 57 67 62 115 59 52 89 113 85 66 369 69 55
internal_value=0 0.000490269 0.000962785 0.000698245 0.000314525 0.000979275 0.000912722 0.000783359 0.0010278 0.000983301 0.000940194 0.000180809 0.00095884 0.00108527 0.000492898 0.00101109 0.000982376 0.00105443 0.00109311 0.000963612 0.0010488 0.000978013 0.00109685 0.00104657 0.000888697 0.00100333 0.000938387 0.000886581
internal_weight=0 474 1873 217 257 1797 758 133 1039 586 625 147 570 453 110 529 496 374 262 112 348 141 207 200 130 429 181 112
internal_count=2347 474 1873 217 257 1797 758 133 1039 586 625 147 570 453 110 529 496 374 262 112 348 141 207 200 130 429 181 112
is_linear=0
shrinkage=0.0032998


Tree=7616
num_leaves=25
num_cat=0
split_feature=12 3 43 12 43 52 48 15 3 3 52 0 43 15 0 3 0 12 12 12 0 43 43 52
split_gain=4.64217 1.50116 1.31246 0.817655 0.602225 0.397172 0.393186 0.359404 0.270309 0.332967 0.258202 0.196827 0.185715 0.252555 0.167987 0.152892 0.180931 0.0876986 0.10876 0.0708413 0.059812 0.0525194 0.0475733 0.0439832
threshold=0.077755000000000005 0.13772500000000001 -0.014584999999999999 0.13820000000000002 -0.095564999999999983 -0.090619999999999992 0.091840000000000019 -0.092364999999999989 -0.081184999999999993 -0.080634999999999984 -1.0000000180025095e-35 0.014040000000000002 -0.00059999999999999995 0.084425000000000014 -0.10803999999999998 0.092330000000000009 -0.098524999999999988 0.095330000000000012 0.091735000000000025 0.095330000000000012 -0.080514999999999989 0.057265000000000003 0.0011450000000000004 0.40249000000000007
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 2 4 6 -1 -4 8 -6 11 -10 -8 12 17 -14 -3 16 -7 18 -2 22 -21 -22 23 -11
right_child=3 14 5 -5 7 15 10 -9 9 19 -12 -13 13 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25
leaf_value=0.0008347581683883096 0.0010634264987160066 0.00043846130842271051 0.0011038125040828486 0.0006029349308638546 0.0003141357593197354 0.0010345927929085914 0.00097223043708699478 0.00062170286331247524 0.0007197461525980586 0.00096856210299547832 0.00068477977960649476 0.0012156368002565969 0.00076605231378021593 0.0010420553000767153 0.00018525728842979359 0.00071097138538074437 0.00076387650997462181 0.00096682812404403913 0.0011973752460227797 0.00085262588669267672 0.0010214549633139002 0.00089499499507591606 0.0011130743343059216 0.0010903433266047631
leaf_weight=63 576 65 75 56 91 56 76 77 55 129 64 82 59 99 52 84 55 92 80 57 125 59 68 52
leaf_count=63 576 65 75 56 91 56 76 77 55 129 64 82 59 99 52 84 55 92 80 57 125 59 68 52
internal_value=0 0.000663302 0.000741949 0.000996719 0.000558951 0.000898384 0.00100988 0.000455314 0.00102527 0.000965532 0.000841076 0.00105819 0.0010439 0.000939214 0.000326227 0.000819192 0.000900772 0.00106597 0.00107982 0.000993049 0.000950858 0.000981097 0.00103374 0.00100374
internal_weight=0 618 501 1729 231 270 1673 168 1533 545 140 988 906 158 117 195 111 748 656 490 241 184 249 181
internal_count=2347 618 501 1729 231 270 1673 168 1533 545 140 988 906 158 117 195 111 748 656 490 241 184 249 181
is_linear=0
shrinkage=0.0032998


Tree=7617
num_leaves=30
num_cat=0
split_feature=12 12 3 43 12 47 43 124 42 1213 403 12 3 159 43 3 3 12 12 42 11 483 42 48 403 393 12 3 12
split_gain=6.76066 1.59606 1.56757 1.935 0.736526 0.661769 0.520608 0.546355 0.24077 0.249745 0.341582 0.200806 0.268481 0.16402 0.116326 0.110702 0.0977691 0.0968475 0.170707 0.129676 0.0952897 0.0705841 0.0674285 0.0611299 0.0610597 0.0460751 0.0782477 0.0327098 0.00877974
threshold=0.077755000000000005 0.13332500000000003 0.13772500000000001 -0.027294999999999996 0.096150000000000013 0.077555000000000013 -0.095564999999999983 -0.081324999999999981 1.0000000180025095e-35 -0.07933999999999998 -0.0096849999999999974 0.086315000000000017 -0.08397499999999998 1.0000000180025095e-35 -0.071349999999999983 0.32329500000000005 -0.081914999999999988 0.099815000000000015 0.11512500000000002 -1.0000000180025095e-35 0.076160000000000019 0.086625000000000021 0.085790000000000019 0.084965000000000027 -0.13024499999999997 0.086525000000000005 0.089765000000000025 0.077930000000000013 0.10031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 8 13 -1 23 20 10 -10 16 -13 27 28 -4 22 -16 19 -19 24 -14 -11 -8 -2 26 -26 -5 -6
right_child=1 -3 15 5 14 -7 7 -9 9 11 -12 12 21 -15 17 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.00083055628078933588 0.0013429460851351297 0.00058762274374465169 0.00047493319390077014 0.00077130227891300247 0.0010576161409660664 0.0012907430135507907 0.00069594341961332345 0.00020776392659276318 0.00081130716079461367 0.0012468995801519715 0.0011658175491511768 0.00094265470742224938 0.0011895696571248182 0.0010477923523899261 0.0010807697059681055 0.00026907742987097616 0.0011164771379683683 0.0010115585030807419 0.0011046312793892622 0.00079953950446085041 0.001388363992680168 0.0010554951773095636 0.0013918508439334219 0.00053159768301600234 0.0012374210443610043 0.001302680142451342 0.0011134863249508433 0.00088064386091190813 0.0011292721939014879
leaf_weight=63 52 58 63 53 53 62 53 55 53 160 70 70 306 62 85 54 52 53 53 86 52 56 52 52 170 60 95 101 93
leaf_count=63 52 58 63 53 53 62 53 55 53 160 70 70 306 62 85 54 52 53 53 86 52 56 52 52 170 60 95 101 93
internal_value=0 0.001127 0.000724695 0.00080507 0.0011457 0.000988917 0.000575721 0.00047516 0.00118622 0.00115249 0.00101335 0.00117703 0.00113234 0.000902119 0.00102609 0.000380224 0.00125003 0.000985161 0.000942651 0.000880635 0.00125052 0.00116893 0.00128262 0.000614889 0.00123141 0.00121346 0.00119312 0.000843242 0.0011035
internal_weight=0 1729 618 501 1671 278 223 160 1248 819 123 696 432 216 423 117 264 277 192 139 429 362 212 105 377 325 265 154 146
internal_count=2347 1729 618 501 1671 278 223 160 1248 819 123 696 432 216 423 117 264 277 192 139 429 362 212 105 377 325 265 154 146
is_linear=0
shrinkage=0.0032998


Tree=7618
num_leaves=25
num_cat=0
split_feature=1 1 124 2 2 47 16 0 1 1213 1 52 403 1 16 151 13 42 13 52 0 0 15 1
split_gain=9.70287 1.28186 1.22886 1.13233 0.894305 0.596324 0.456977 0.402751 0.55213 0.207615 0.229134 0.275487 0.204498 0.202328 0.196631 0.189002 0.16303 0.173538 0.159697 0.158339 0.101358 0.16908 0.0926196 0.0510246
threshold=0.10752500000000002 0.12419000000000001 -1.0000000180025095e-35 0.10859000000000001 0.091955000000000023 0.096770000000000009 -0.15796999999999997 0.076335000000000014 0.088595000000000021 -0.080614999999999978 0.085720000000000005 0.220975 -0.085464999999999985 1.0000000180025095e-35 0.014185000000000001 -0.00016499999999999997 -0.048554999999999994 -0.026469999999999997 -0.084114999999999981 -0.065699999999999981 -0.088709999999999983 -0.080514999999999989 0.088520000000000015 0.092550000000000007
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 -1 -2 9 6 -3 8 18 12 11 13 -4 14 -11 -12 23 -18 -6 -5 -20 -22 -14 -17
right_child=1 5 4 19 7 -7 -8 -9 -10 10 15 -13 22 -15 -16 16 17 -19 20 -21 21 -23 -24 -25
leaf_value=0.00073378483236548222 0.00099238233578122508 0.00042148098336510805 0.00089821699522803482 0.00065866562827751542 0.0012258343554582835 0.00067639490987502513 6.796606775968204e-05 0.00080987750697636722 0.00081402664440063412 0.0012486032204047704 0.00093471842649348188 0.00099717669663526728 0.0012071539664236638 0.0014153485682001764 0.0010506300908715046 0.0010089256622912626 0.0011059081716411183 0.0013540989673172714 0.0011948281516137597 0.00042308889033412339 0.00087126004349238006 0.0010768222395576808 0.0010283997530550531 0.0011445350601319846
leaf_weight=98 99 95 56 55 87 53 69 91 92 452 54 54 87 71 65 74 60 69 59 75 55 257 56 64
leaf_count=98 99 95 56 55 87 53 69 91 92 452 54 54 87 71 65 74 60 69 59 75 55 257 56 64
internal_value=0 0.000553721 0.0010947 0.00072609 0.0011143 0.000371658 0.000272961 0.00101493 0.00104879 0.00116908 0.00118946 0.00122602 0.00107027 0.00124697 0.00122378 0.00111624 0.00115282 0.00123893 0.00109588 0.000523027 0.0010653 0.0010407 0.0011374 0.00107207
internal_weight=0 446 1901 229 1803 217 164 641 550 1162 963 642 199 588 517 321 267 129 458 130 371 312 143 138
internal_count=2347 446 1901 229 1803 217 164 641 550 1162 963 642 199 588 517 321 267 129 458 130 371 312 143 138
is_linear=0
shrinkage=0.0032998


Tree=7619
num_leaves=21
num_cat=0
split_feature=1 4 2 123 2 52 14 1 0 0 1 2 1 4 0 4 1213 1 52 15
split_gain=9.65987 1.45242 1.39074 1.13963 0.752446 0.519832 0.47088 0.436884 0.609889 0.406995 0.323375 0.241794 0.187942 0.183977 0.183608 0.315252 0.236015 0.151585 0.0793595 0.00617169
threshold=0.10752500000000002 0.41488500000000006 0.10803500000000001 0.081990000000000021 0.10000000000000002 -0.41304999999999997 0.054835000000000009 0.081315000000000012 -0.050379999999999994 -0.11208499999999998 0.13475500000000004 0.13775000000000001 0.12007000000000002 0.055260000000000011 -0.076859999999999984 -0.26545999999999997 -0.112105 0.095950000000000021 0.11667000000000001 -0.067469999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 6 17 9 8 18 -1 -3 -4 -2 14 16 -16 -11 -6 19 -7
right_child=1 10 11 -5 5 7 -8 -9 -10 13 -12 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0009106710348515052 0.0010782229247398131 0.00046466148599852631 0.00059659271338993042 0.00069819931520098254 0.0010576295087725231 0.0010611569725190513 0.0014490740576135973 0.00066901485304486088 0.00066668497859902448 0.00099429462529668135 0.0001902955795420432 0.00030664533114852194 0.00081503821785152222 0.00097533308872582464 0.001267811325234401 0.00099716922996589789 0.001193643397389226 0.0012991697068783067 0.0011890213544213392 0.00098859613295984041
leaf_weight=84 72 100 79 76 66 54 55 66 52 72 89 53 53 65 67 168 917 54 53 52
leaf_count=84 72 100 79 76 66 54 55 66 52 72 89 53 53 65 67 168 917 54 53 52
internal_value=0 0.000555585 0.00071719 0.00109536 0.00111188 0.000984182 0.00114736 0.000905022 0.000978677 0.00113525 0.000335649 0.000480441 0.000966914 0.00114986 0.0011591 0.00107448 0.00117917 0.00116662 0.00108049 0.00102589
internal_weight=0 446 257 1901 1825 397 1428 277 211 1373 189 132 125 1289 1224 235 989 120 159 106
internal_count=2347 446 257 1901 1825 397 1428 277 211 1373 189 132 125 1289 1224 235 989 120 159 106
is_linear=0
shrinkage=0.0032998


Tree=7620
num_leaves=28
num_cat=0
split_feature=1 12 1 40 12 43 1 49 155 49 43 160 43 48 48 43 49 12 42 51 42 42 42 42 42 12 12
split_gain=21.0017 3.79408 2.7787 1.4499 0.982672 0.615523 0.727427 0.373726 0.326335 0.295703 0.261411 0.25658 0.217634 0.179397 0.178514 0.153051 0.134645 0.116259 0.115983 0.0933946 0.117235 0.0701447 0.0974847 0.122287 0.0713517 0.0409659 0.0123536
threshold=0.10124500000000002 0.023990000000000004 0.12394500000000001 -0.026419999999999996 0.091475000000000015 -0.013199999999999998 0.11212500000000002 -0.047749999999999994 0.091145000000000018 0.10311000000000002 -0.082689999999999986 -1.0000000180025095e-35 -0.07581499999999998 0.086950000000000013 0.090720000000000009 -0.046639999999999994 0.08926000000000002 0.083570000000000019 0.088200000000000014 0.082455000000000014 0.065960000000000019 0.10548500000000001 -0.0033799999999999998 0.090485000000000024 0.11819500000000001 0.085565000000000016 0.096150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 8 -1 7 10 -7 11 15 14 -2 -5 17 -8 21 -3 19 -9 25 20 -14 22 26 -24 -23 -19 -6
right_child=1 2 -4 4 9 6 13 12 -10 -11 -12 -13 16 -15 -16 -17 -18 18 -20 -21 -22 24 23 -25 -26 -27 -28
leaf_value=0.00081649837696262477 0.00030576865576203012 0.0011279983976901777 0.00023463591470968987 0.001332445154223445 0.0013042368407593667 0.00076464478712794462 0.00024949633805665741 0.0011589699912888118 0.0013178168781040568 0.00099372041686754007 3.2687322730228088e-05 0.0010098927912448969 0.0014875104323815208 0.00048838209759186351 0.0010204821866489238 0.00087316839233290901 0.0012445980396254659 0.0013102727695110295 0.0012111544885436158 0.0012839855073897603 0.0013799806670668961 0.0013989515959198851 0.0010138562077624297 0.0012132753706881765 0.001220933343598887 0.0014011687273636755 0.0012306292428839547
leaf_weight=75 82 53 53 52 67 59 100 55 54 85 72 59 260 53 52 54 54 116 77 52 220 52 56 97 58 151 107
leaf_count=75 82 53 53 52 67 59 100 55 54 85 72 59 260 53 52 54 54 116 77 52 220 52 56 97 58 151 107
internal_value=0 0.000541705 0.000890834 0.00126662 0.00128681 0.000337474 0.000452917 0.00134497 0.00110663 0.00117572 0.000178323 0.00116132 0.00136563 0.000332478 0.00120728 0.000999722 0.00140688 0.00130495 0.00132819 0.00142328 0.0014383 0.00122943 0.00120376 0.00114052 0.00130541 0.00136181 0.00125917
internal_weight=0 580 214 1745 1670 366 212 1096 161 574 154 111 985 153 489 107 586 399 344 532 480 437 327 153 110 267 174
internal_count=2325 580 214 1745 1670 366 212 1096 161 574 154 111 985 153 489 107 586 399 344 532 480 437 327 153 110 267 174
is_linear=0
shrinkage=0.0032998


Tree=7621
num_leaves=32
num_cat=0
split_feature=12 2 2 2 12 16 2 15 15 49 2 15 16 160 16 13 14 2 13 1212 1212 15 16 2 13 15 15 16 49 133 12
split_gain=4.14973 1.58755 1.33704 1.23112 0.543016 0.400925 0.356428 0.337244 0.266112 0.243485 0.241329 0.191939 0.151604 0.140643 0.119503 0.25687 0.117829 0.114753 0.112638 0.148737 0.172735 0.105427 0.0854443 0.0677669 0.0575944 0.0556171 0.0460624 0.118418 0.067154 0.0387741 0.024022
threshold=0.054520000000000006 0.13538500000000001 0.10774000000000002 -1.0000000180025095e-35 0.090465000000000004 -0.042349999999999992 0.14823500000000003 -0.10245999999999998 -0.033689999999999991 -0.0096099999999999988 0.09580000000000001 -0.061559999999999997 -0.0088649999999999996 -0.019794999999999997 -0.042349999999999992 -0.0031999999999999993 -1.0000000180025095e-35 0.093565000000000023 -0.09330999999999999 0.0025400000000000002 0.08815000000000002 -0.090909999999999977 -0.010379999999999999 0.089165000000000008 -0.065674999999999983 0.092250000000000013 -0.075694999999999985 -0.040484999999999993 0.089570000000000011 0.14915500000000001 0.087185000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 9 17 16 -1 11 22 -7 26 18 -14 24 -16 -4 -5 -11 23 -21 -18 -2 -20 -10 29 27 28 -6 -26 -15
right_child=1 -3 6 5 8 10 -8 -9 14 12 -12 -13 13 30 15 -17 21 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 -32
leaf_value=0.00020091080046805946 0.0006900129040080397 0.00029040281159706412 0.00056670384789570048 0.00077904392244240468 0.00067584398485912879 0.0010843628674847116 0.00014595543372530919 0.00055880434808736957 0.00099054501159779175 0.00086602803830817209 0.00078315236039819616 0.00056319315347240831 0.00073495664611946429 0.00098345580974248297 0.00068481395824552323 0.00092496051449243635 0.00027291007244236538 0.00055784526654233135 0.00094583638991575932 0.0012370914074984326 0.00099325405246121381 0.00045794565498401919 0.00087239314498910195 0.0010781836354022015 0.00099898874735987356 0.00080824519500776631 0.00070003817295181514 0.00090815426808132308 0.00083513462024567228 0.00086390968510459474 0.00087753875563582461
leaf_weight=52 52 52 52 53 76 66 64 65 79 83 54 56 59 65 101 97 59 53 311 57 78 82 69 54 52 78 69 77 52 55 53
leaf_count=52 52 52 52 53 76 66 64 65 79 83 54 56 59 65 101 97 59 53 311 57 78 82 69 54 52 78 69 77 52 55 53
internal_value=0 0.000859226 0.000540438 0.000675391 0.000876885 0.000817783 0.000360189 0.000400042 0.000813837 0.000933524 0.000949112 0.000741519 0.000955643 0.000869306 0.000865416 0.000802639 0.000431048 0.000668777 0.000981795 0.00100094 0.00109647 0.000380769 0.000794306 0.000965513 0.000912365 0.000878789 0.000777837 0.000803851 0.000740831 0.000929885 0.000936181
internal_weight=0 1725 600 343 1673 226 257 117 792 881 120 330 760 177 462 198 193 106 583 500 135 141 121 365 264 185 274 205 128 107 118
internal_count=2325 1725 600 343 1673 226 257 117 792 881 120 330 760 177 462 198 193 106 583 500 135 141 121 365 264 185 274 205 128 107 118
is_linear=0
shrinkage=0.0032998


Tree=7622
num_leaves=27
num_cat=0
split_feature=1 0 1 3 15 2 13 3 1212 1212 2 3 3 13 49 0 43 43 474 15 3 3 3 13 1213 43
split_gain=0.59514 0.183807 0.17942 0.17037 0.194 0.148265 0.130618 0.144335 0.119545 0.311299 0.0849683 0.0779521 0.214986 0.0941361 0.0767817 0.053342 0.0481499 0.0598472 0.0497884 0.0474819 0.0949693 0.0446952 0.0383294 0.0365967 0.0360782 0.0294089
threshold=0.095025000000000012 -0.12608499999999997 0.13075500000000004 -0.12077499999999998 0.03981500000000001 -0.0091949999999999983 -0.07236999999999999 -0.074694999999999998 1.0000000180025095e-35 0.087295000000000011 0.087470000000000006 -0.055389999999999988 0.081640000000000004 -0.0068799999999999998 0.11530000000000001 -0.076539999999999983 0.0035900000000000007 -0.08725999999999999 0.085860000000000006 -0.044164999999999989 0.096440000000000012 0.077930000000000013 -0.07964499999999998 -0.0053149999999999994 -0.074014999999999984 -1.0000000180025095e-35
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=3 19 5 4 -1 -3 15 25 11 -10 24 14 13 -13 16 -7 17 23 -19 20 -2 -4 -18 -5 -11 -8
right_child=1 2 21 8 -6 6 7 -9 9 10 -12 12 -14 -15 -16 -17 22 18 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0008980205460607458 -0.0039627488751706116 0.00032549038273804948 -0.0014063674718572034 0.0060571457903984749 0.012312205609730278 0.0089625318279521402 0.005519136649590195 0.018119485722109318 0.025828787826089772 0.011447423804617598 0.0072548200126972811 0.013553402904276609 0.0073392550512042945 0.023494569542848655 0.0043671309246233313 0.001684117514607013 0.0047133053929545102 0.012134040300418503 0.0078359440836858942 -0.0044485866607601818 0.0053362908412840811 0.0044614480823176855 0.010024904617665711 0.010372939429637998 0.017584488789633691 0.01098690794779582
leaf_weight=77 52 59 84 117 53 54 52 74 52 63 89 59 97 52 76 62 83 478 94 52 77 65 75 112 52 65
leaf_count=77 52 59 84 117 53 54 52 74 52 63 89 59 97 52 76 62 83 478 94 52 77 65 75 112 52 65
internal_value=0 0.00445709 0.00607849 0.0103416 0.00447387 0.00808351 0.00956861 0.0122805 0.0108493 0.0141787 0.0112003 0.0101621 0.013158 0.0182267 0.00955832 0.00508783 0.00996784 0.0105025 0.0114309 -0.000146382 0.00157391 0.00114136 0.00724601 0.00817577 0.0142381 0.00857214
internal_weight=0 696 515 1629 130 366 307 191 1499 256 204 1243 208 111 1035 116 959 801 572 181 129 149 158 229 115 117
internal_count=2325 696 515 1629 130 366 307 191 1499 256 204 1243 208 111 1035 116 959 801 572 181 129 149 158 229 115 117
is_linear=0
shrinkage=0.16829


Tree=7623
num_leaves=30
num_cat=0
split_feature=1 3 15 1 1 49 15 52 3 3 15 16 3 475 1456 52 52 3 15 43 40 3 13 0 0 13 15 132 13
split_gain=5.5125 1.37883 0.548999 0.439487 0.418485 0.41912 0.388322 0.319817 0.307767 0.321622 0.304321 0.267436 0.212686 0.179296 0.204351 0.156357 0.128496 0.188226 0.161687 0.104829 0.103455 0.0790929 0.052882 0.130407 0.0500101 0.070715 0.046774 0.0391156 0.0224595
threshold=0.10335000000000001 -0.036004999999999988 0.03981500000000001 0.12180500000000001 0.092415000000000011 -0.012149999999999999 0.092250000000000013 0.057125000000000002 0.31370500000000007 0.077930000000000013 -1.0000000180025095e-35 0.081265000000000018 -0.092019999999999977 -0.085719999999999977 -0.077769999999999992 -0.16195999999999997 -0.08743999999999999 -0.085684999999999997 -0.087044999999999997 -0.045129999999999997 -0.077474999999999988 -0.088714999999999988 -0.092489999999999989 -0.086284999999999987 -0.08176499999999999 -0.065674999999999983 0.11568500000000001 -0.014134999999999998 -0.0039049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 10 -6 12 8 9 20 13 -12 28 -1 -15 -2 18 -18 -16 26 -3 -14 -23 -24 -21 -26 -8 -25 -4
right_child=1 7 6 -5 5 -7 19 -9 -10 -11 11 -13 21 14 16 -17 17 -19 -20 24 -22 22 23 27 25 -27 -28 -29 -30
leaf_value=0.00095305683794652399 0.00085480693470681797 0.00026673998258268177 0.0010984039179144527 0.00039087946700675213 0.00035633620561539413 0.00071929757645528654 0.00076677371378308537 0.00049141302115932419 1.5371571380017399e-05 0.00044085724881094392 0.00045680592999020075 0.00077887567257365589 0.00077193595196615626 0.00093794295821681263 0.00097472721994348974 0.00063395901652621488 0.00057442976879085574 0.00076120851812317509 0.00076027042621110055 0.00090855184450410235 6.7103498396274037e-05 0.00080029874116673352 0.0010376390043944066 0.00095539055730765063 0.00087151952342241876 0.00071144614241050886 0.00063034738913457457 0.00084661202646249545 0.00099421327183518617
leaf_weight=77 59 62 52 63 56 93 53 64 57 88 58 56 67 81 59 92 77 276 120 52 53 54 77 56 57 74 69 156 67
leaf_count=77 59 62 52 63 56 93 53 64 57 88 58 56 67 81 59 92 77 276 120 52 53 54 77 56 57 74 69 156 67
internal_value=0 0.00041793 0.000799084 0.000623615 0.000744704 0.000583119 0.000861182 0.000281967 0.000230276 0.000290445 0.000774606 0.000615325 0.000915592 0.000800871 0.000781697 0.000720484 0.000757842 0.000720566 0.000831154 0.000766696 0.00017504 0.000879386 0.000900272 0.000918831 0.000817698 0.000781365 0.000689903 0.000875512 0.00104004
internal_weight=0 538 1787 214 953 149 834 324 260 203 804 114 529 690 613 151 532 353 179 305 115 410 343 289 183 131 122 212 119
internal_count=2325 538 1787 214 953 149 834 324 260 203 804 114 529 690 613 151 532 353 179 305 115 410 343 289 183 131 122 212 119
is_linear=0
shrinkage=0.0032998


Tree=7624
num_leaves=24
num_cat=0
split_feature=4 14 52 52 403 43 403 1213 4 0 48 52 159 4 4 52 0 1 52 39 4 43 4
split_gain=0.527972 0.20467 0.129096 0.195739 0.116081 0.105336 0.0884207 0.114393 0.11532 0.0820356 0.0746249 0.0855562 0.0799768 0.0721899 0.0695647 0.11554 0.0616049 0.0576561 0.0563386 0.0553015 0.0326817 0.0511779 0.025938
threshold=0.27287000000000006 -0.41790499999999997 -0.030899999999999997 0.13248000000000001 -0.065029999999999991 -0.16802999999999998 0.23343000000000003 -0.09280999999999999 0.029980000000000003 -0.17106499999999999 0.086165000000000005 0.51339500000000016 -0.020314999999999996 -0.076184999999999989 -0.0021099999999999995 -0.082824999999999996 -0.11692999999999999 0.10354000000000001 -0.24526499999999998 0.085565000000000016 -0.34140499999999996 -0.067799999999999985 -0.011514999999999999
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 -2 4 5 -1 -4 7 -7 13 -3 11 12 -5 -9 17 -16 -10 20 -19 -11 -6 22 -22
right_child=1 9 3 10 14 6 -8 8 16 19 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24
leaf_value=-0.0005687081984548035 0.0089701479007578463 0.0026081476386784668 0.0044926056114925521 0.01205310060765117 0.013104368730506952 0.019036965987169877 0.0052685816929134979 0.011411150645679189 0.019930599980118115 -0.0074776251870674014 -0.00017974032206541672 0.0021580407305154111 0.0044208824156053315 0.0079418696756920551 0.0076691268493479783 -0.0017681000275080348 0.012678497175462667 0.0094299376670629702 0.0025523493854726874 -0.00043474964892240573 0.0087895363429741722 0.00442554242019879 0.013081455341796968
leaf_weight=58 61 67 78 98 60 53 73 437 52 78 52 77 66 286 99 58 100 58 83 54 157 63 57
leaf_count=58 61 67 78 98 60 53 73 437 52 78 52 77 66 286 99 58 100 58 83 54 157 63 57
internal_value=0 0.000436143 0.00849036 0.00943911 0.00660945 0.0104885 0.0109539 0.0113992 0.0109345 -0.00217078 0.00556861 0.00681637 0.00899255 0.0100413 0.00726792 0.00417132 0.0151713 0.00828125 0.00539417 -0.00461006 0.00948386 0.00869315 0.00994111
internal_weight=0 260 2065 1372 693 1079 1001 928 875 199 293 241 164 723 635 157 152 478 141 132 337 277 214
internal_count=2325 260 2065 1372 693 1079 1001 928 875 199 293 241 164 723 635 157 152 478 141 132 337 277 214
is_linear=0
shrinkage=0.16829


Tree=7625
num_leaves=30
num_cat=0
split_feature=12 3 13 16 39 43 3 3 16 16 123 3 49 133 133 13 3 12 13 16 16 16 51 133 11 12 15 13 16
split_gain=0.305621 0.141986 0.130198 0.122338 0.116033 0.128402 0.175843 0.211204 0.152638 0.15127 0.108756 0.253685 0.107535 0.1044 0.125639 0.084237 0.0796446 0.11923 0.0799724 0.0713891 0.0631293 0.0542884 0.0474687 0.0918775 0.0452054 0.0352348 0.0442122 0.0329397 0.021147
threshold=0.082780000000000006 -0.11128999999999999 0.095430000000000015 0.07277500000000002 0.096625000000000016 -0.088994999999999991 -0.0035149999999999995 0.11535000000000002 -0.116045 -0.088734999999999994 0.084355000000000013 -0.086819999999999994 0.12372500000000002 0.093490000000000004 0.11588000000000002 0.15578000000000003 -0.085044999999999996 0.086085000000000009 -0.087084999999999982 0.27252000000000004 -0.072534999999999988 -0.087969999999999979 -0.08373499999999999 0.024130000000000002 0.085155000000000022 0.092855000000000007 0.093175000000000022 -0.012279999999999998 -0.088049999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 5 -1 10 9 -9 -8 11 -7 13 16 -15 -4 22 21 28 -5 -20 -18 -3 27 -2 -16 -27 -24 -19
right_child=1 12 15 19 -6 6 7 8 -10 -11 -12 -13 -14 14 25 -17 17 18 20 -21 -22 -23 23 -25 -26 26 -28 -29 -30
leaf_value=0.011135718604254561 0.019832402280634331 0.0090176882254971117 0.0039394397389000864 0.013327673962775489 -0.0030667935475241254 0.0029503913264897581 0.0045782967295529301 0.0070925627926543373 -0.0048140524161615576 0.01561902705906581 0.0044578768836927834 -0.01315386675732143 -7.7314931480554553e-05 0.016665634894113317 0.011761444726965319 0.012931573992840357 0.016315360887104842 0.0014422988671255901 0.010472474652010301 0.0050519554996244732 0.0063131567569733914 0.0096123630220428715 0.002353942265354811 -0.0020112411626054256 0.012690334803031413 0.0041094348469347198 0.010006171340407641 0.0067935946094948912 0.0057701040537979798
leaf_weight=59 53 63 64 53 82 59 74 54 70 68 57 52 52 72 66 56 57 80 171 69 272 92 70 59 52 75 72 156 55
leaf_count=59 53 63 64 53 82 59 74 54 70 68 57 52 52 72 66 56 57 80 171 69 272 92 70 59 52 75 72 156 55
internal_value=0 0.0080283 0.0119675 0.00381455 0.00278295 0.00375958 0.00275269 0.00544624 0.000356598 0.00987806 -0.0015014 -0.00457776 0.00739931 0.00768651 0.0105622 0.00815074 0.00692245 0.00792848 0.00682716 0.00866187 0.00792273 0.0121887 0.00481559 0.0038804 0.0163125 0.00849061 0.00700985 0.00542643 0.00321879
internal_weight=0 1637 225 697 575 493 434 266 124 142 168 111 1412 1360 285 120 1075 727 578 122 443 149 348 285 105 213 147 226 135
internal_count=2334 1637 225 697 575 493 434 266 124 142 168 111 1412 1360 285 120 1075 727 578 122 443 149 348 285 105 213 147 226 135
is_linear=0
shrinkage=0.16829


Tree=7626
num_leaves=31
num_cat=0
split_feature=1 16 1 2 2 1 4 0 1 0 0 4 49 16 16 16 1212 13 1213 4 4 2 132 0 2 133 1213 15 1 1
split_gain=8.25953 1.38432 0.77038 0.660229 0.460296 0.384951 0.802053 0.445494 0.363567 0.260998 0.305925 0.236809 0.398427 0.344754 0.216503 0.149472 0.162693 0.156338 0.144905 0.126333 0.247514 0.126199 0.114134 0.0891117 0.0776961 0.0704067 0.0584364 0.0558809 0.0544886 0.0439057
threshold=0.10574000000000001 0.39524000000000009 0.11663000000000003 0.090000000000000011 0.09036000000000001 0.088595000000000021 -0.15450999999999995 0.057400000000000007 0.085345000000000018 -0.070064999999999975 -0.096139999999999989 0.51400500000000016 -0.0087399999999999995 -0.085314999999999988 0.26676500000000009 -0.11010999999999999 0.08401500000000002 -0.091559999999999989 -0.081109999999999988 -0.06512999999999998 -0.015464999999999998 0.113945 0.089535000000000017 -0.067329999999999987 0.10028500000000001 -0.0087299999999999982 -0.0074849999999999995 -0.066974999999999993 0.092810000000000017 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 -2 7 -7 14 15 10 -10 12 -4 -14 22 -1 17 -17 -18 26 -21 -6 23 24 -5 -12 -19 -16 29 -27
right_child=1 -3 11 5 21 6 -8 -9 9 -11 25 -13 13 -15 27 16 18 19 -20 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0013489096882208713 0.00095375098995822689 0.00099687791037702655 0.00026717156856600951 0.0010852743794446033 0.00047075632817648302 0.0011613310104085326 0.00064854828728027323 0.00076584827408838574 0.00087371608988430721 0.00085342666170481378 0.0010672660209326917 0.0002658367728423243 0.00043857481292747789 0.0008036363630480912 0.001027517606846337 0.001381324900733663 0.00096288923180085529 0.0011567053605288416 0.0011996388835270725 0.00093119895085545627 0.0011940093632269954 0.00069684874824635747 0.00096990431650658901 0.0012482433477406004 0.0012070560369231785 0.0011716261809685579 0.0012822090877169772 0.00086989703084568344 0.0011144666595992237 0.00131247409328734
leaf_weight=69 58 89 58 260 53 58 79 52 53 53 85 73 63 52 57 54 65 65 54 53 166 58 53 71 82 63 157 52 77 52
leaf_count=69 58 89 58 260 53 58 79 52 53 53 85 73 63 52 57 54 65 65 54 53 166 58 53 71 82 63 157 52 77 52
internal_value=0 0.000622966 0.000542693 0.00110021 0.000714529 0.00102576 0.000865896 0.00106064 0.00115354 0.0010713 0.00110618 0.0004245 0.000491247 0.000603952 0.00108723 0.00119961 0.00118277 0.00120967 0.00107062 0.00118857 0.00113057 0.000589212 0.00111864 0.00113764 0.00111458 0.00115054 0.00124562 0.000952646 0.00118722 0.00123562
internal_weight=0 504 415 1830 169 764 137 627 1066 383 330 246 173 115 575 683 614 495 119 441 219 111 466 413 342 277 222 109 192 115
internal_count=2334 504 415 1830 169 764 137 627 1066 383 330 246 173 115 575 683 614 495 119 441 219 111 466 413 342 277 222 109 192 115
is_linear=0
shrinkage=0.0032998


Tree=7627
num_leaves=20
num_cat=0
split_feature=1 12 4 123 2 4 159 12 150 1 2 159 4 4 12 48 1447 12 48
split_gain=6.62479 1.73001 0.973744 0.862157 0.470961 0.342815 0.290588 0.313175 0.250437 0.248966 0.211517 0.170583 0.166987 0.13793 0.115934 0.0967483 0.135949 0.0415607 0.00437224
threshold=0.10538500000000002 0.085090000000000013 0.36766000000000004 1.0000000180025095e-35 0.12708000000000003 0.51326500000000019 0.082585000000000006 0.077755000000000005 0.084680000000000019 0.11570500000000002 0.092235000000000025 0.089535000000000017 0.27552000000000004 0.04105000000000001 0.092900000000000024 0.090545000000000014 -0.010529999999999999 0.088125000000000023 0.10227500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 9 4 6 8 7 10 12 -3 -1 -8 -2 15 -15 16 -9 -13 -17
right_child=1 2 -4 -5 -6 -7 11 13 -10 -11 -12 17 -14 14 -16 18 -18 -19 -20
leaf_value=0.00088584655028266603 0.00055822919147912058 0.0010803651762564812 0.00037665558577187094 0.00053254584616649954 0.00060697306635093117 0.00015305503515164915 0.0012021052233655775 0.001039097579019245 0.00025757331573364586 0.00077177066679019897 0.00064441995982934504 0.0010347731173861339 0.00034654091303383284 0.00091044598860991286 0.00069521255541637832 0.00086953997815105745 0.00093010435204182024 0.00092169123847021556 0.00080668438044855526
leaf_weight=84 103 55 53 67 53 81 54 151 90 62 78 91 69 63 52 54 946 74 54
leaf_count=84 103 55 53 67 53 81 54 151 90 62 78 91 69 63 52 54 946 74 54
internal_value=0 0.000476476 0.000748842 0.000901175 0.000915236 0.000341381 0.00092482 0.00090805 0.000399469 0.000917138 0.000769822 0.00103814 0.000473513 0.000924988 0.000813429 0.000935605 0.000945139 0.000984271 0.000838438
internal_weight=0 513 170 1821 1754 343 1701 1482 262 117 162 219 172 1320 115 1205 1097 165 108
internal_count=2334 513 170 1821 1754 343 1701 1482 262 117 162 219 172 1320 115 1205 1097 165 108
is_linear=0
shrinkage=0.0032998


Tree=7628
num_leaves=22
num_cat=0
split_feature=4 12 150 2 11 0 0 4 2 4 2 15 2 3 15 403 2 1212 483 3 133
split_gain=6.70577 2.5857 1.04229 0.608682 0.514171 0.471451 0.44942 0.309859 0.309583 0.344133 0.302858 0.287275 0.14297 0.135458 0.196572 0.113734 0.112738 0.0873025 0.0511234 0.0474325 0.0425578
threshold=0.30163500000000004 0.077755000000000005 1.0000000180025095e-35 0.12708000000000003 1.0000000180025095e-35 -0.14910999999999999 0.0037850000000000002 -0.15805499999999997 0.10859000000000001 -0.17689999999999997 0.10161500000000002 -0.073404999999999984 0.090000000000000011 -0.0098449999999999979 -0.41971499999999995 -0.52641999999999989 0.088665000000000008 0.08401500000000002 0.0015150000000000003 -0.096749999999999989 0.10137500000000001
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 2 5 4 12 -1 13 -6 9 -7 -4 -11 15 -2 -15 -3 17 -17 19 -14 -21
right_child=6 3 10 -5 7 8 -8 -9 -10 11 -12 -13 18 14 -16 16 -18 -19 -20 20 -22
leaf_value=0.00096790940272522706 0.00044061073046049924 0.0010485200505249794 0.0004904012261356109 0.00053261838735955643 0.00095321322157505448 0.00092664036526705505 -2.3458366477609105e-05 0.0012874990440089489 0.00047952404472240606 0.00077948125367437973 0.00017589046739792028 0.00043349879722440237 0.00071457961818637179 0.00037416811935198308 0.00011930128793712739 0.0008926127268841105 0.0010103562462692713 0.00080401814642120468 0.00091538309312066176 0.00084996563309147329 0.00076658716246999048
leaf_weight=59 68 53 78 54 74 59 52 53 88 54 59 52 54 73 61 683 78 159 65 251 107
leaf_count=59 68 53 78 54 74 59 52 53 88 54 59 52 54 73 61 683 78 159 65 251 107
internal_value=0 0.000817645 0.000595659 0.000878734 0.000890563 0.000701126 0.000249483 0.001093 0.000638773 0.000723492 0.000355212 0.000610086 0.000872809 0.000319919 0.00025841 0.000896175 0.00088736 0.000875925 0.000825071 0.000810738 0.000825144
internal_weight=0 2080 449 1631 1577 312 254 127 253 165 137 106 1450 202 134 973 920 842 477 412 358
internal_count=2334 2080 449 1631 1577 312 254 127 253 165 137 106 1450 202 134 973 920 842 477 412 358
is_linear=0
shrinkage=0.0032998


Tree=7629
num_leaves=19
num_cat=0
split_feature=1 3 4 39 3 2 16 47 14 4 3 3 1 16 3 13 2 3
split_gain=10.7777 2.39818 1.65624 1.07665 0.919743 0.65099 0.510651 0.49068 0.38585 0.390409 0.35538 0.318605 0.274389 0.265477 0.207415 0.199069 0.183888 0.0932782
threshold=0.10752500000000002 -0.058704999999999993 0.36766000000000004 0.081875000000000017 0.31534000000000006 0.10527500000000002 0.18612500000000001 0.098400000000000015 0.076175000000000007 -0.49432999999999994 0.086245000000000016 0.077930000000000013 0.092655000000000015 -0.075434999999999988 -0.13392999999999997 -0.057284999999999996 0.090000000000000011 -0.080339999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 7 8 13 11 9 -1 14 15 -5 -7 -11 -3 -16 -8
right_child=1 4 -4 12 -6 6 17 -9 -10 10 -12 -13 -14 -15 16 -17 -18 -19
leaf_value=0.0014924652852047215 0.0012772427742709491 0.00053257077063232901 0.00054882484049230775 0.0010569114501292921 0.00013016182187624209 0.0010706142028990917 0.0013179015701633829 0.00084430914767812983 0.001511000334608794 0.0010315105104849857 0.00097725827997050853 0.0006662686873037466 0.00072639623572524068 0.00078095880257648585 0.0012669836293655863 0.00026025340986734233 0.0011755625927709846 0.0011262235484663767
leaf_weight=62 85 53 57 53 69 72 61 53 58 55 63 67 59 69 930 67 342 59
leaf_count=62 85 53 57 53 69 72 61 53 58 55 63 67 59 69 930 67 342 59
internal_value=0 0.000629918 0.000985098 0.00119802 0.000466582 0.00121792 0.00106481 0.000563155 0.00124436 0.00123369 0.00122212 0.000483282 0.000883115 0.000929118 0.00123372 0.00038082 0.00124243 0.00122395
internal_weight=0 451 142 1883 309 1771 261 240 1510 1452 1390 187 112 141 1327 120 1272 120
internal_count=2334 451 142 1883 309 1771 261 240 1510 1452 1390 187 112 141 1327 120 1272 120
is_linear=0
shrinkage=0.0032998


Tree=7630
num_leaves=25
num_cat=0
split_feature=10 16 15 12 43 4 15 123 457 15 43 52 52 157 1209 52 43 43 50 12 16 43 49 4
split_gain=0.387023 0.294403 0.160294 0.189138 0.0947996 0.09445 0.454622 0.102905 0.100085 0.0928689 0.0706359 0.0731883 0.0785104 0.0695185 0.0647714 0.062007 0.0578062 0.105324 0.0461654 0.0593693 0.0974648 0.0506746 0.0341732 0.0304439
threshold=-1.0000000180025095e-35 -0.085314999999999988 0.029300000000000003 0.083785000000000012 -0.082739999999999994 -0.16772499999999999 -0.0073899999999999999 0.087590000000000015 0.084040000000000017 -0.054259999999999996 -0.16205499999999998 0.047850000000000011 -0.013914999999999999 -0.0085999999999999983 -0.067109999999999989 -0.13370999999999997 -0.074974999999999986 -0.15582499999999996 0.092410000000000006 0.091085000000000013 -0.079714999999999994 -0.011154999999999998 -0.0062099999999999994 -0.085474999999999982
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 -1 4 23 10 15 7 8 9 -7 -2 12 13 -12 -5 -6 17 -16 19 21 -21 -18 -15 -4
right_child=2 -3 3 14 5 6 -8 -9 -10 -11 11 -13 -14 22 16 -17 18 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.0095534236682716326 0.0053909949958623098 0.0068781359013462265 0.020031560438453153 0.014825010249314605 0.0072693648903334315 0.0078895983421386658 -0.0073499716082768944 0.00095231859447074299 0.013362095245382169 0.0014727857404130491 0.015673040156734833 0.016858594428274112 0.0049588097026018853 0.0124015507701605 0.0065770630042174833 0.014821321906330528 0.0043370006304358361 0.015504010142224335 0.0046813965761018823 0.017341060555606653 0.008703297465318895 0.0091255936956217733 0.0066108104796803223 0.014206132458288433
leaf_weight=58 80 66 56 65 62 554 65 67 84 73 75 52 69 52 62 64 95 98 83 56 114 194 70 53
leaf_count=58 80 66 56 65 62 554 65 67 84 73 75 52 69 52 62 64 95 98 83 56 114 194 70 53
internal_value=0 -0.000793105 0.00885195 0.0106346 0.00770831 0.00680421 0.00615708 0.00728787 0.00788236 0.00714537 0.00990498 0.0110349 0.00988971 0.0116077 0.00969698 0.0111195 0.0092196 0.012056 0.00837896 0.00904367 0.0115592 0.00755771 0.00909372 0.0172155
internal_weight=0 124 2243 876 1367 969 843 778 711 627 398 318 266 197 767 126 702 160 542 459 170 289 122 109
internal_count=2367 124 2243 876 1367 969 843 778 711 627 398 318 266 197 767 126 702 160 542 459 170 289 122 109
is_linear=0
shrinkage=0.16829


Tree=7631
num_leaves=17
num_cat=0
split_feature=10 16 403 402 160 123 151 43 16 133 402 159 4 1 12 52
split_gain=0.267885 0.204977 0.0919381 0.164802 0.0690037 0.0804732 0.0913735 0.0758191 0.114854 0.0906358 0.0701616 0.113475 0.0528279 0.0427205 0.0233961 0.0182666
threshold=-1.0000000180025095e-35 -0.088144999999999987 -0.11201999999999999 0.012085000000000002 0.11224000000000002 0.085740000000000011 0.032230000000000009 -0.081799999999999984 0.23993500000000004 0.087445000000000009 0.10565000000000001 0.10402500000000002 -0.0034749999999999994 0.11374000000000002 0.097610000000000016 0.081680000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 6 7 8 9 -4 11 -9 -6 -7 15 -2
right_child=2 -3 4 -5 12 13 -8 10 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0080883766123333034 0.0041382419942496834 0.005638039972691221 0.011957941856914494 0.018355114153143535 0.0062741522809639872 0.0064393908177568524 0.012652226020870086 0.0064175978126814227 0.0022923029450933712 0.0064029339797431247 0.0018563100158718656 0.01276133236893864 -0.00097346095229976703 -7.3284439830608347e-05 0.010938714936106051 0.0084651833028651143
leaf_weight=57 52 67 264 58 62 52 94 1073 61 124 85 87 52 62 52 65
leaf_count=57 52 67 264 58 62 52 94 1073 61 124 85 87 52 62 52 65
internal_value=0 -0.000657195 0.00736495 0.0105913 0.00700078 0.00724248 0.00751951 0.00723364 0.00911867 0.0101873 0.00655237 0.00689493 0.00295246 0.00288165 0.00791617 0.00655745
internal_weight=0 124 2243 227 2016 1902 1788 1694 449 388 1245 1160 114 114 169 117
internal_count=2367 124 2243 227 2016 1902 1788 1694 449 388 1245 1160 114 114 169 117
is_linear=0
shrinkage=0.16829


Tree=7632
num_leaves=28
num_cat=0
split_feature=3 3 42 376 12 12 3 15 15 12 42 15 16 157 16 13 12 16 3 3 402 3 3 16 13 3 12
split_gain=3.46436 0.651551 0.74153 0.520358 0.424811 0.422773 0.210554 0.325286 0.149229 0.1411 0.134219 0.105644 0.0976988 0.096004 0.100801 0.0919642 0.0885141 0.0865835 0.0795299 0.0939125 0.103471 0.123124 0.0700918 0.062451 0.0497896 0.0244296 0.0176196
threshold=-0.059629999999999996 0.30112000000000005 0.086700000000000013 0.080200000000000007 1.0000000180025095e-35 0.10266500000000002 0.091170000000000015 -0.066639999999999991 -0.029334999999999996 0.090630000000000002 -0.025789999999999997 -0.090364999999999987 0.12292000000000002 -0.078064999999999982 -0.095794999999999977 -0.083244999999999986 0.094185000000000005 -0.10654499999999999 -0.13088999999999998 -0.095469999999999985 0.012085000000000002 -0.085754999999999984 -0.13392999999999997 -0.09391999999999999 0.085880000000000012 -0.07793499999999999 0.10823500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 8 7 10 9 13 -2 -4 17 -6 -15 -16 -11 -8 24 -20 23 -22 -7 -21 -10 -18 -24
right_child=1 -3 11 -5 5 22 12 -9 18 16 -12 -13 -14 14 15 -17 25 -19 19 20 21 -23 26 -25 -26 -27 -28
leaf_value=0.00048895107926880447 0.00076655066055105012 0.00025222374716758305 0.00026604806467503319 0.00036036837690590873 0.00093952678462035978 0.00054173194851732875 0.00062389418956327529 0.00095399545874280407 0.00099544077577358664 0.00060967799452524187 0.00052911311649101681 0.00044615816008162622 0.00070138766922179141 0.00087165803173637404 0.00079646335136289209 0.00061437525995273665 0.00080531608888047138 0.00043842164771235617 0.00070252824703956156 0.00070109630174899418 0.0010438134378300324 0.00082987026316427447 0.00073574327549546094 0.00082413967146564068 0.00085196700859937623 0.0007025392340489745 0.00065573695487362263
leaf_weight=54 52 101 87 73 53 52 56 58 52 85 55 62 56 81 75 55 58 58 71 53 53 73 59 601 68 63 103
leaf_count=54 52 101 87 73 53 52 56 58 52 85 55 62 56 81 75 55 58 58 71 53 53 73 59 601 68 63 103
internal_value=0 0.000496724 0.000540996 0.000613863 0.000778691 0.000788123 0.000668997 0.000753722 0.000808549 0.000759419 0.000644833 0.00034123 0.000586557 0.000810721 0.0007782 0.000719697 0.000693502 0.00052984 0.000832293 0.000820669 0.000831377 0.000920142 0.000650422 0.000814222 0.000914433 0.000752095 0.000685093
internal_weight=0 658 557 408 1709 1655 335 165 1441 470 107 149 170 264 211 130 206 114 971 851 780 126 214 654 120 121 162
internal_count=2367 658 557 408 1709 1655 335 165 1441 470 107 149 170 264 211 130 206 114 971 851 780 126 214 654 120 121 162
is_linear=0
shrinkage=0.0032998


Tree=7633
num_leaves=20
num_cat=0
split_feature=2 0 151 39 48 13 16 124 128 131 150 0 16 14 0 42 160 13 0
split_gain=0.237358 0.128968 0.127413 0.100771 0.0894416 0.079593 0.133837 0.0785906 0.0762606 0.0706678 0.0690347 0.0685826 0.158812 0.0719975 0.115508 0.0656055 0.102069 0.124544 0.0517794
threshold=0.114805 -0.0076699999999999989 -0.06568499999999998 0.092310000000000017 0.084725000000000009 -0.10899499999999999 0.048520000000000001 -0.083229999999999985 0.10378000000000003 0.023795 0.10846000000000001 -0.064804999999999988 0.064610000000000015 0.057600000000000005 -0.11073999999999999 0.086275000000000004 -0.012309999999999998 -0.0094049999999999984 0.047740000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 7 -4 -7 -1 10 15 11 13 -13 14 -9 16 -6 -18 -14
right_child=1 -3 3 -5 9 6 -8 8 -10 -11 -12 12 18 -15 -16 -17 17 -19 -20
leaf_value=0.013548286437837551 -0.003229637918613075 -0.0054372001287572259 0.0016196462619846774 -0.0010173665559886666 0.010876802276189356 0.01398828475811043 0.0036262857285565071 0.0019524425990152189 0.0017072934139127239 0.01012811744091237 0.012737871246009764 -0.0019633442929735253 0.0035646384093538618 0.013804894266004402 0.0079838423026021531 -0.0005556537441530889 0.0086858745955764767 -0.0014445435578073797 0.0098637372959205147
leaf_weight=59 62 52 56 56 60 76 67 99 68 53 69 72 60 54 1077 83 57 86 101
leaf_count=59 62 52 56 56 60 76 67 99 68 53 69 72 60 54 1077 83 57 86 101
internal_value=0 0.00231715 0.00359483 0.00526116 0.00697056 0.00703701 0.00914593 0.00748116 0.00725631 0.0044665 0.00750144 0.00725325 0.00458693 0.00775687 0.00747762 0.00341104 0.00504174 0.00258089 0.00752741
internal_weight=0 369 317 255 1998 199 143 1659 1600 339 1532 1463 233 1230 1176 286 203 143 161
internal_count=2367 369 317 255 1998 199 143 1659 1600 339 1532 1463 233 1230 1176 286 203 143 161
is_linear=0
shrinkage=0.16829


Tree=7634
num_leaves=29
num_cat=0
split_feature=10 2 15 3 51 2 2 43 43 52 49 42 402 43 4 42 4 15 50 133 2 2 15 3 51 403 3 15
split_gain=0.184707 0.151543 0.0913541 0.14539 0.0727716 0.166077 0.0798319 0.111915 0.0670149 0.0760637 0.0781147 0.0642641 0.0574585 0.117423 0.0549328 0.050369 0.0671404 0.0717499 0.0491524 0.0485865 0.0473522 0.108271 0.123443 0.0811707 0.0394618 0.0387793 0.0227884 0.0133769
threshold=-1.0000000180025095e-35 -0.013254999999999998 0.016500000000000004 -0.038414999999999998 0.095540000000000014 0.090485000000000024 0.10272000000000002 0.0045450000000000013 -0.093419999999999989 0.12371000000000001 0.10383500000000001 -0.042074999999999994 0.012085000000000002 -0.025079999999999995 -0.016164999999999995 -0.056754999999999993 -0.082869999999999985 0.089150000000000021 0.041865000000000006 -0.087239999999999984 0.11161 0.114805 -0.074054999999999996 -0.065259999999999999 0.13189500000000001 -0.085464999999999985 -0.092474999999999988 0.087825000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 12 6 -6 8 20 11 10 14 -2 15 -14 -10 26 25 -18 -19 -15 23 -22 -23 -8 -7 -17 -4 -28
right_child=2 -3 3 -5 5 24 7 -9 9 -11 -12 -13 13 19 -16 16 17 18 -20 -21 21 22 -24 -25 -26 -27 27 -29
leaf_value=0.0050427117718345599 0.0057175159927351374 -0.0067319660154233196 3.4895676826719599e-05 0.014434830201028998 -0.0062916094658195783 0.0080530600754317727 0.0053218867678556311 -0.0031358358652446702 0.0010594761185883637 0.011309252702522154 0.010288431651089112 0.013979434705979508 0.015536451960388714 0.0093582372004321276 0.0051767311278807454 0.0063873467354206683 0.0010786428958955313 0.0078949500142822086 0.0027732970695742822 0.0023226125981585075 0.012599552326370148 0.0072298226912411905 -0.0022561561714844977 -0.0032492605271639877 0.0019003988625589322 0.012472933446854481 0.0062943460375724687 0.0024530270346959562
leaf_weight=59 52 65 53 67 54 59 78 65 120 59 69 57 54 58 407 55 90 207 73 55 53 109 60 52 61 69 52 55
leaf_count=59 52 65 53 67 54 59 78 65 120 59 69 57 54 58 407 55 90 207 73 55 53 109 60 52 61 69 52 55
internal_value=0 -0.00111501 0.00554534 0.00687633 0.00467175 0.0014443 0.00514573 0.00326373 0.0061706 0.00552153 0.00494557 0.0100545 0.00625731 0.00906038 0.00424262 0.00553879 0.0063824 0.00523615 0.00656608 0.00594972 0.00445058 0.00594801 0.00385139 0.00187961 0.00494043 0.00978817 0.00292291 0.00433663
internal_weight=0 124 2243 888 1355 174 1181 417 764 655 596 109 821 167 527 654 494 370 280 113 352 222 169 130 120 124 160 107
internal_count=2367 124 2243 888 1355 174 1181 417 764 655 596 109 821 167 527 654 494 370 280 113 352 222 169 130 120 124 160 107
is_linear=0
shrinkage=0.16829


Tree=7635
num_leaves=18
num_cat=0
split_feature=44 12 1456 3 50 3 160 49 3 42 3 11 158 480 43 1447 3
split_gain=0.179621 0.209062 0.174932 0.147205 0.125182 0.102854 0.0905373 0.104892 0.0756188 0.070317 0.16652 0.0512937 0.047383 0.0361179 0.0591522 0.0422496 0.0293834
threshold=1.0000000180025095e-35 0.083725000000000008 -0.091834999999999986 -0.10175499999999998 0.09586500000000002 -0.14906999999999998 0.08592000000000001 -0.066019999999999981 -0.044759999999999994 0.083985000000000018 0.097710000000000005 0.087575000000000014 0.10830500000000001 0.086995000000000017 -0.077889999999999987 -0.079809999999999978 -0.0068249999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 11 7 -5 12 10 -9 -4 13 15 -15 -7 -8
right_child=-2 2 5 4 -6 8 16 9 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0053387609804842352 0.013735727929480484 0.012913667657934355 0.012986032310682833 0.010344148630629142 -0.0056271811044430898 0.0094436932232650657 0.0014772116275970095 0.0082171985802531895 -0.0020449477941198368 -0.001022847432965083 3.0673050975872377e-05 0.0061820925168863186 -0.00046850076218738748 0.005508607051523718 -0.0023194665204415107 0.0045499400527973825 -0.0039358833921274965
leaf_weight=82 53 73 54 65 52 53 56 148 55 92 135 79 56 54 55 1157 57
leaf_count=82 53 73 54 65 52 53 56 148 55 92 135 79 56 54 55 1157 57
internal_value=0 0.00381336 0.00484835 0.00134606 0.00225507 0.00447051 0.00299951 0.00409171 0.00405188 0.00300316 0.00431831 0.0089581 0.00429706 0.00450075 0.00154218 0.00476578 -0.00123739
internal_weight=0 2323 1636 687 605 1563 553 440 1430 375 283 133 1375 1319 109 1210 113
internal_count=2376 2323 1636 687 605 1563 553 440 1430 375 283 133 1375 1319 109 1210 113
is_linear=0
shrinkage=0.16829


Tree=7636
num_leaves=15
num_cat=0
split_feature=15 150 11 376 475 1453 0 0 11 42 52 159 15 1456
split_gain=1.85404 0.797457 0.506635 0.441798 0.376075 0.221992 0.253065 0.219351 0.189009 0.128772 0.100731 0.0796491 0.0785713 0.0736795
threshold=-0.37478999999999996 0.089155000000000012 1.0000000180025095e-35 0.048375000000000008 -0.054724999999999989 -0.077764999999999987 -0.13314999999999996 -0.14803999999999998 0.085155000000000022 0.12253000000000001 -0.065699999999999981 0.10579500000000001 -0.45726999999999995 -0.091834999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 5 -3 -2 7 -7 -4 13 -6 12 -1 -8
right_child=1 4 8 -5 10 6 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0004194483671667028 0.00086489734693328505 0.00068378806455072615 0.0009850326581914994 0.00043239379609402023 0.00047891511395673967 0.00062279543173388268 0.0007865832739029705 0.00035681209294027887 0.00074759429417427335 0.00051662472562133866 0.00029651019877550386 0.00017570653421288039 0.00024224280196942535 0.00066880370819176222
leaf_weight=57 58 54 65 97 52 91 64 55 89 61 96 53 55 1429
leaf_count=57 58 54 65 97 52 91 64 55 89 61 96 53 55 1429
internal_value=0 0.000645511 0.000665419 0.000650239 0.000447344 0.000662238 0.000655303 0.000522838 0.000848041 0.000667726 0.000360836 0.000282514 0.000332742 0.000673876
internal_weight=0 2211 2009 1855 202 1758 1700 146 154 1554 148 165 112 1493
internal_count=2376 2211 2009 1855 202 1758 1700 146 154 1554 148 165 112 1493
is_linear=0
shrinkage=0.0032998


Tree=7637
num_leaves=22
num_cat=0
split_feature=44 12 1456 157 402 15 2 16 16 48 2 16 2 3 51 51 16 16 50 42 12
split_gain=0.123802 0.156712 0.1207 0.107952 0.126437 0.13234 0.0890832 0.24193 0.145297 0.106289 0.0876878 0.0722621 0.159343 0.126485 0.0933623 0.082831 0.0653287 0.0558879 0.055556 0.0532819 0.0532956
threshold=1.0000000180025095e-35 0.083725000000000008 -0.091834999999999986 -0.080299999999999996 0.089460000000000026 0.0056700000000000006 0.09580000000000001 -0.0049999999999999984 -0.0024749999999999993 0.096390000000000017 0.081110000000000015 0.26391000000000003 0.097220000000000015 -0.14162499999999997 -0.035439999999999992 -0.26631499999999991 -1.0000000180025095e-35 0.062910000000000008 0.11700000000000001 0.079170000000000004 0.099550000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 10 9 -8 -5 12 13 -4 15 -13 19 18 -15 -14 -21
right_child=-2 2 11 4 -6 -7 8 -9 -10 -11 -12 14 16 17 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.0048713129900501209 0.011864167169493421 0.011221913661828124 0.012425744914896593 -0.0024866100359024752 -0.0057440256752054834 0.0087263664614745436 0.0045259181458468037 0.014345313707174137 -0.0065768491385338598 -0.0042693893276243306 0.0057342008203195172 0.0089658130443102321 -0.0020628467452181087 0.0041868907002218627 0.012954196947382299 0.0010764087713087272 -0.0052197265971379442 -0.00085347643195073466 0.0097184198802985119 -0.00033086290219033662 0.0068909772079669982
leaf_weight=68 53 73 56 86 52 93 145 52 74 53 64 74 77 937 57 78 55 58 55 52 64
leaf_count=68 53 73 56 86 52 93 145 52 74 53 64 74 77 937 57 78 55 58 55 52 64
internal_value=0 0.00362225 0.0045185 0.00148531 0.00218652 0.00291701 0.0017734 0.00445097 -0.000208479 0.00216254 0.00100896 0.00420427 0.0037519 0.00461643 0.00712638 0.00492912 -9.63834e-05 0.00419822 0.00449539 0.00135433 0.00363811
internal_weight=0 2323 1636 687 619 567 474 202 272 198 150 1563 1354 1106 209 152 248 1050 992 193 116
internal_count=2376 2323 1636 687 619 567 474 202 272 198 150 1563 1354 1106 209 152 248 1050 992 193 116
is_linear=0
shrinkage=0.16829


Tree=7638
num_leaves=21
num_cat=0
split_feature=1 52 3 2 2 14 14 3 2 13 42 1 52 2 3 52 1 42 1211 51
split_gain=11.6773 3.6569 1.83453 1.41658 0.968105 0.661141 0.571894 0.438325 0.275226 0.205978 0.186039 0.205511 0.234149 0.222815 0.194764 0.152548 0.11195 0.0889302 0.0728752 0.0462444
threshold=0.098370000000000027 -0.41304999999999997 -0.036004999999999988 0.114165 0.14721500000000001 0.062655000000000016 -1.0000000180025095e-35 0.094285000000000008 0.12358500000000001 -0.0042049999999999995 0.088285000000000016 0.092415000000000011 -0.010739999999999998 0.09036000000000001 -0.08397499999999998 -0.021489999999999995 0.11634000000000001 0.088585000000000011 0.080695000000000003 1.0000000180025095e-35
decision_type=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 17 6 7 -4 8 10 16 11 12 15 -14 -12 -1 -8 -3 19 -16
right_child=1 2 4 -5 -6 -7 9 -9 -10 -11 14 -13 13 -15 18 -17 -18 -19 -20 -21
leaf_value=0.0014075299933086556 0.0014296856044158119 0.0012497196963272127 0.00093435024800005108 0.0005827848702837134 0.00020889422048759579 0.001652623503210557 0.00059470352246009876 0.0010388058043364757 0.0010956559073384494 0.00071634330818212731 0.001113344774062565 0.0011552063068670652 0.0013711016537205315 0.0012355056548266602 0.0013046804195040592 0.0015980135417448895 0.00041753179457994542 0.0010647145882120648 0.0014274724550293702 0.0011899854086411129
leaf_weight=275 89 75 62 68 66 66 82 62 57 79 70 54 479 192 306 59 78 52 52 53
leaf_count=275 89 75 62 68 66 66 82 62 57 79 70 54 479 192 306 59 78 52 52 53
internal_value=0 0.000807816 0.000709273 0.000968174 0.000571613 0.00132666 0.000651029 0.00131367 0.00132432 0.000577384 0.00133276 0.00135774 0.00136859 0.00133235 0.00127769 0.00144128 0.000508552 0.00117425 0.0013056 0.00128785
internal_weight=0 651 562 195 367 1725 301 1659 1597 239 1540 1059 1005 671 481 334 160 127 411 359
internal_count=2376 651 562 195 367 1725 301 1659 1597 239 1540 1059 1005 671 481 334 160 127 411 359
is_linear=0
shrinkage=0.0032998


Tree=7639
num_leaves=17
num_cat=0
split_feature=1453 51 2 3 150 39 12 10 4 4 12 2 15 4 2 12
split_gain=0.105113 0.107882 0.124668 0.190584 0.11096 0.106389 0.09867 0.0950031 0.120713 0.0920036 0.0820811 0.148298 0.0662406 0.0578353 0.0459161 0.0397011
threshold=-0.077764999999999987 -0.41109999999999997 0.099675000000000014 -0.15500999999999998 1.0000000180025095e-35 0.096325000000000008 -0.080579999999999985 1.0000000180025095e-35 0.065590000000000009 0.36766000000000004 0.085515000000000022 0.083760000000000015 -0.047974999999999997 0.0015850000000000003 0.12358500000000001 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 8 10 14 11 -5 -6 -12 -8 -10
right_child=1 2 4 7 12 -7 9 -9 15 -11 13 -13 -14 -15 -16 -17
leaf_value=0.010626209786016028 0.010103001278430324 0.013961529444406921 0.0099510410557446961 -0.0031223184988535451 0.0004889940162870716 -0.0039413693704796445 0.0048180805747423169 -0.0026025837561249893 0.011651763403541647 -0.0029560361652570238 0.0052294912781056585 0.0038762474789761636 -0.0074187087827465008 0.00046609582030702156 -0.00014860641986002402 0.0056444544512599289
leaf_weight=68 77 58 61 117 70 59 264 57 79 68 828 319 52 80 65 54
leaf_count=68 77 58 61 117 70 59 264 57 79 68 828 319 52 80 65 54
internal_value=0 0.00389635 0.00368133 0.00447903 0.00169114 0.00277018 0.00363869 0.00411933 0.00437996 0.00266426 0.00389904 0.00199407 -0.00286678 0.00481179 0.00383136 0.00922621
internal_weight=0 2308 2231 1592 639 517 458 1534 1477 397 1344 436 122 908 329 133
internal_count=2376 2308 2231 1592 639 517 458 1534 1477 397 1344 436 122 908 329 133
is_linear=0
shrinkage=0.16829


Tree=7640
num_leaves=17
num_cat=0
split_feature=4 3 123 40 0 49 132 0 157 43 43 51 3 4 0 3
split_gain=10.8915 2.17649 1.28914 0.443768 0.573285 0.364746 0.334733 0.332286 0.257485 0.250674 0.498893 0.295296 0.24383 0.207826 0.108131 0.037456
threshold=0.27161500000000005 0.20828500000000003 0.081180000000000016 -0.074429999999999982 -0.10803999999999998 0.10581000000000002 0.082150000000000015 -0.073674999999999977 -0.21914999999999998 -0.11990999999999997 -0.40535499999999997 -0.088934999999999986 -0.065259999999999999 0.51136500000000018 -0.087749999999999981 -0.083584999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 6 8 14 -1 10 -10 -11 15 -6 -8 -7
right_child=3 -3 -4 4 13 12 7 -9 9 11 -12 -13 -14 -15 -16 -17
leaf_value=0.0011651800565050223 -6.2074099371283177e-05 0.00022373929282042923 0.00052982397534893824 0.00045375044587818875 0.00023536871068874653 0.00078339118043846867 0.00077239554538411877 0.00057406719203476357 0.00097703034770537734 0.0010817100071554176 0.00057952807251474339 0.00093208460256404859 0.00058645237321041234 -3.2743765404576174e-05 0.00097819537869092872 0.0009087431542143088
leaf_weight=57 62 54 100 91 67 53 52 54 79 167 62 1201 55 59 67 68
leaf_count=57 62 54 100 91 67 53 52 54 79 167 62 1201 55 59 67 68
internal_value=0 0.000878381 0.000895907 0.000183675 0.000254051 0.000915005 0.000929592 0.0007906 0.000944924 0.000936581 0.000802492 0.000950376 0.00077068 0.000109544 0.000888562 0.000854128
internal_weight=0 2069 2015 279 217 1915 1739 173 1566 1509 141 1368 176 126 119 121
internal_count=2348 2069 2015 279 217 1915 1739 173 1566 1509 141 1368 176 126 119 121
is_linear=0
shrinkage=0.0032998


Tree=7641
num_leaves=15
num_cat=0
split_feature=13 10 14 16 52 49 16 52 16 13 484 52 16 52
split_gain=2.38674 1.86574 0.708121 0.627483 0.552203 0.52071 0.489402 0.342392 0.490459 0.336968 0.303224 0.210599 0.0439838 0.0336267
threshold=-0.16392499999999996 -1.0000000180025095e-35 -0.36617499999999997 -0.27523999999999998 0.038145000000000005 0.14541000000000001 -0.073774999999999993 -0.53937999999999986 -0.069144999999999984 -0.064754999999999993 -0.011659999999999998 -0.0092149999999999992 -0.52595999999999987 -0.56073999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 6 -3 4 12 7 -2 13 10 -10 -9 -1 -4 -5
right_child=1 2 3 5 -6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=0.00018206556365698876 0.00013744858684662262 0.00046032215977088959 0.00044444492205702492 0.0010914788652780347 0.00086084941719156505 0.00052117445616110716 0.0005912622719894409 0.0011331398374371279 0.00085178326190389966 0.00072297883971555283 0.00088793585911195374 0.00044950124507811838 0.00057333922147834887 0.00097365096561223704
leaf_weight=52 52 59 52 53 89 52 52 61 492 413 680 86 77 78
leaf_count=52 52 59 52 53 89 52 52 61 492 413 680 86 77 78
internal_value=0 0.000796755 0.000818075 0.000828369 0.000660295 0.000848382 0.000364694 0.000857937 0.000844891 0.000793042 0.000908169 0.000348984 0.000521655 0.00102159
internal_weight=0 2210 2106 2047 218 1829 104 1777 1646 905 741 138 129 131
internal_count=2348 2210 2106 2047 218 1829 104 1777 1646 905 741 138 129 131
is_linear=0
shrinkage=0.0032998


Tree=7642
num_leaves=22
num_cat=0
split_feature=1 1 4 155 47 14 4 15 42 15 1 43 4 13 4 132 15 13 133 13 1213
split_gain=18.0146 3.14242 1.90502 1.56805 0.885299 0.626508 0.615235 0.427972 0.389073 0.355957 0.435334 0.399387 0.34539 0.332544 0.302066 0.184021 0.1755 0.126973 0.13493 0.104509 0.0991541
threshold=0.10538500000000002 0.13210500000000003 0.094510000000000025 1.0000000180025095e-35 0.086785000000000015 0.062655000000000016 0.30163500000000004 -0.42759999999999992 0.077855000000000021 0.03981500000000001 0.092415000000000011 -0.11990999999999997 0.26665000000000005 -1.0000000180025095e-35 -0.095209999999999975 0.082150000000000015 -1.0000000180025095e-35 0.055020000000000006 0.41333000000000003 -0.0042049999999999995 -0.086554999999999979
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=2 3 5 4 8 9 -3 -8 19 10 11 -1 -4 -12 -11 16 -13 18 20 -2 -16
right_child=1 6 12 -5 -6 -7 7 -9 -10 14 13 15 -14 -15 17 -17 -18 -19 -20 -21 -22
leaf_value=0.0012316201296310853 0.00054463015208156549 0.00070560883932670973 0.0012470979465319281 0.0014936022708935401 0.0011773121571268495 0.0018262096429724221 0.00048782301746447769 8.9296310599613744e-05 0.00095623405368008027 0.0017996813897772814 0.0011022565520585528 0.0015035806619964325 0.00091063961519649897 0.0014356856830565498 0.0014771029569565902 0.0013306627537729122 0.0016672588449183567 0.0013797145783463773 0.0014095726306112596 0.00073421640860330591 0.0015884290656657484
leaf_weight=63 60 55 86 52 74 68 57 61 69 52 63 524 56 71 121 60 88 57 73 73 465
leaf_count=63 60 55 86 52 74 68 57 61 69 52 63 524 56 71 121 60 88 57 73 73 465
internal_value=0 0.00077715 0.00148282 0.000967028 0.00086769 0.00151346 0.000416948 0.000282104 0.00075409 0.00150045 0.00145406 0.00148589 0.00111466 0.00127919 0.00155289 0.00150968 0.00152717 0.00153491 0.00154828 0.000648954 0.0015655
internal_weight=0 501 1847 328 276 1705 173 118 202 1637 869 735 142 134 768 672 612 716 659 133 586
internal_count=2348 501 1847 328 276 1705 173 118 202 1637 869 735 142 134 768 672 612 716 659 133 586
is_linear=0
shrinkage=0.0032998


Tree=7643
num_leaves=18
num_cat=0
split_feature=4 13 39 42 10 4 13 150 13 157 157 150 4 49 1429 40 4
split_gain=14.2551 3.41609 2.68889 0.591969 0.536591 0.396271 0.368965 0.314839 0.295833 0.217591 0.647885 0.344466 0.192301 0.177034 0.0898343 0.0827667 0.0432105
threshold=0.30163500000000004 -0.28558999999999996 0.0095750000000000019 0.12253000000000001 -1.0000000180025095e-35 0.043850000000000007 -0.0074049999999999993 0.083825000000000011 -0.073949999999999988 -0.082234999999999989 -0.075754999999999989 0.081245000000000026 -0.039459999999999995 0.10581000000000002 0.08103500000000001 -0.0086349999999999986 -0.00076499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -2 9 15 16 -7 12 -11 -12 -3 -10 -14 -6 -4
right_child=4 2 7 -5 6 8 -8 -9 13 10 11 -13 14 -15 -16 -17 -18
leaf_value=0.0006233961918128305 0.0002294877611306874 0.0017040372103076381 0.00099156074222354071 0.0010602020527702752 0.00037675074460174026 0.0014377934762542781 0.00075370689338074203 0.00075070820255506159 0.001283054424411913 0.0010570048854754192 0.001448671053986718 0.0012181581728387925 0.0013853809490726305 0.0010374474150976589 0.0015612162365334201 0.00055922958988349801 0.001133722746044839
leaf_weight=69 52 58 53 53 52 92 98 53 93 52 1238 77 71 52 69 61 55
leaf_count=69 52 58 53 53 52 92 98 53 93 52 1238 77 71 52 69 61 55
internal_value=0 0.0013463 0.00137103 0.00140657 0.000530823 0.00141674 0.000604918 0.000961276 0.00128953 0.00143598 0.00142084 0.0014352 0.00154036 0.00119522 0.00147229 0.000475569 0.00106428
internal_weight=0 2085 2016 1855 263 1802 211 161 237 1565 1367 1315 198 145 140 113 108
internal_count=2348 2085 2016 1855 263 1802 211 161 237 1565 1367 1315 198 145 140 113 108
is_linear=0
shrinkage=0.0032998


Tree=7644
num_leaves=22
num_cat=0
split_feature=4 43 16 52 43 156 43 160 52 0 0 401 43 39 1 16 160 0 16 1 155
split_gain=0.202376 0.168737 0.229629 0.153623 0.140027 0.171625 0.13126 0.115005 0.175064 0.111398 0.122458 0.10159 0.118461 0.098426 0.0873271 0.0863183 0.0810519 0.0773623 0.076849 0.0841775 0.0411779
threshold=0.26665000000000005 0.0015250000000000001 -0.38959499999999997 -0.53937999999999986 -0.082039999999999988 0.086860000000000007 -0.083669999999999981 -0.079424999999999982 0.11232500000000002 -0.15653499999999998 -0.13740499999999997 0.080190000000000011 -0.40535499999999997 0.0041750000000000008 0.077300000000000021 -0.026164999999999997 0.084965000000000027 -0.055879999999999992 -0.52374999999999983 0.12719000000000003 0.104145
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 18 20 5 6 11 8 14 -9 -11 12 -5 17 -6 -10 -14 -12 -2 -20 -1
right_child=1 -3 -4 4 7 -7 -8 9 15 10 13 -13 16 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.016072572235448886 -0.0011006462553730318 0.010654214456383019 -0.0085901541000718076 0.014524141018868291 0.018605617515942873 -0.003555805967119686 -0.0025713530859354547 0.012972110392840438 0.0095670506231132092 -0.0016313380040102704 0.0067279263536927239 -9.388335358636049e-05 0.0075753929733568702 0.01338810934491144 0.0096336429622972206 0.00087851909891493237 0.0014771910882114857 0.0018986853621272206 0.010957491052293636 0.001700433893649381 0.0099100711806976698
leaf_weight=53 70 54 62 55 77 70 53 73 88 54 782 61 250 57 53 52 83 108 52 61 80
leaf_count=53 70 54 62 55 77 70 53 73 88 54 782 61 250 57 53 52 83 108 52 61 80
internal_value=0 0.00213782 0.000253407 0.00683381 0.00644793 0.00423526 0.00532525 0.0073883 0.0105044 0.00660324 0.00613699 0.00626136 0.00726514 0.00658185 0.0149616 0.00635271 0.00606082 0.00614392 0.0032594 0.00597622 0.0123793
internal_weight=0 299 245 2049 1916 572 502 1344 270 1074 1001 449 388 947 130 140 333 890 183 113 133
internal_count=2348 299 245 2049 1916 572 502 1344 270 1074 1001 449 388 947 130 140 333 890 183 113 133
is_linear=0
shrinkage=0.16829


Tree=7645
num_leaves=30
num_cat=0
split_feature=1 52 15 3 1 47 10 133 3 3 3 133 15 50 158 1 15 47 3 3 399 47 3 133 3 15 3 3 3
split_gain=6.22649 1.0772 0.665162 0.808873 0.63444 0.620235 0.334054 0.272075 0.270097 0.234842 0.193892 0.162459 0.155083 0.145267 0.13207 0.123543 0.154273 0.118207 0.109402 0.0991273 0.0484236 0.0480624 0.039506 0.0956177 0.0276817 0.0505911 0.0226238 0.0129247 0.00682423
threshold=0.10538500000000002 -0.40011499999999994 0.03981500000000001 -0.12077499999999998 0.092485000000000026 0.098400000000000015 -1.0000000180025095e-35 -0.0061299999999999992 -0.16802999999999998 0.091170000000000015 -0.010299999999999998 -0.014614999999999998 0.086885000000000004 -1.0000000180025095e-35 0.085030000000000008 0.092485000000000026 0.11568500000000001 0.083875000000000019 -0.10032499999999998 0.11924500000000002 1.0000000180025095e-35 0.081320000000000017 -0.084074999999999997 0.31054500000000002 -0.084319999999999992 0.089050000000000004 -0.092019999999999977 -0.089694999999999983 -0.090854999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 9 6 -3 11 -1 13 18 20 28 -5 21 16 22 -6 -8 -12 24 -15 26 -24 27 -26 -14 -4 -9
right_child=1 5 7 4 17 -7 10 12 -10 -11 19 -13 15 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30
leaf_value=0.00070269076784401424 0.00089679541321258745 0.00015341892895305698 0.00094115461643034018 0.00072815798968875619 0.00054637101302566782 0.00063243948797582386 0.00038125298485855327 0.0010263698084666375 0.00037356377357442223 0.00066795718796023044 0.00021143374948344801 0.0011406115787997106 0.00085818432021802496 0.00087630665882991389 0.0010496959184796511 0.00097309429273001002 0.00067309332632322489 0.00075072857643303356 0.00058374389275243801 0.00038329418151252773 0.0010535502780115796 0.00096144182099083646 0.00098947935885372595 0.00079876281728562129 0.0010514911575514332 0.00092187415272493647 0.00075831375127985033 0.00085461994483516707 0.00095426517369565219
leaf_weight=55 54 82 55 56 80 101 54 53 55 56 61 72 64 486 66 71 66 53 67 96 60 97 65 57 62 91 58 54 58
leaf_count=55 54 82 55 56 80 101 54 53 55 56 61 72 64 486 66 71 66 53 67 96 60 97 65 57 62 91 58 54 58
internal_value=0 0.000455315 0.000864772 0.000806356 0.000839281 0.000403525 0.000339204 0.000930927 0.000538448 0.000876147 0.000393877 0.000996216 0.000878571 0.000892635 0.000906772 0.000846304 0.000817151 0.000628072 0.000493667 0.000316745 0.00096382 0.000890532 0.000855973 0.000900663 0.000943136 0.000974629 0.000810994 0.000898607 0.000989011
internal_weight=0 515 1890 1004 894 461 360 886 110 761 278 394 492 705 649 381 310 133 121 157 322 583 244 122 262 153 122 109 111
internal_count=2405 515 1890 1004 894 461 360 886 110 761 278 394 492 705 649 381 310 133 121 157 322 583 244 122 262 153 122 109 111
is_linear=0
shrinkage=0.0032998


Tree=7646
num_leaves=23
num_cat=0
split_feature=1 47 1 1 15 0 52 48 47 0 2 51 15 1 2 133 13 49 484 42 42 42
split_gain=8.27447 1.05008 0.928551 0.911961 0.853749 0.610498 0.501799 0.382572 0.342893 0.329174 0.321065 0.290962 0.269994 0.228597 0.177964 0.19553 0.133279 0.131113 0.120895 0.112582 0.0793058 0.137976
threshold=0.10892500000000001 0.097480000000000011 0.092860000000000012 0.12122500000000001 0.03981500000000001 0.09395000000000002 -0.43387499999999996 0.11619500000000001 0.082095000000000015 -0.14216999999999999 0.11461500000000001 0.10838000000000002 -0.42759999999999992 0.083835000000000007 0.090000000000000011 0.032620000000000003 -0.057284999999999996 -0.053904999999999988 -0.084954999999999989 -0.023464999999999996 0.11799500000000002 0.079170000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 6 9 -4 -3 17 13 -2 14 -5 -1 15 19 -14 -8 -17 -11 21 -16
right_child=1 7 4 12 -6 -7 8 -9 -10 11 -12 -13 16 -15 20 18 -18 -19 -20 -21 -22 -23
leaf_value=0.0015333034466125752 0.00094687496879776738 0.0011425112300490227 0.0012070618795828707 0.00059316469644781259 0.001291427417169922 0.00087201130836636457 0.00086605926350800618 0.00075344617752133472 0.001042926946629924 0.0012245947760819976 0.0006209381454468383 0.0010206712710332543 0.0004367312075695246 0.0012360675052180386 0.0011284861106679645 0.0013259760224500605 0.00020920164052958042 0.00064653833106946828 0.0011607448397438159 0.0013298986520120046 0.0010476843974558388 0.0012462991957703199
leaf_weight=64 70 58 52 72 94 55 53 54 61 178 64 82 63 54 219 63 52 73 276 357 52 239
leaf_count=64 70 58 52 72 94 55 53 54 61 178 64 82 63 54 219 63 52 73 276 357 52 239
internal_value=0 0.000679642 0.00118361 0.000583373 0.00102408 0.001216 0.000918786 0.000955241 0.000838436 0.00122792 0.000791467 0.00121424 0.000434069 0.00139758 0.00122569 0.00125487 0.000334155 0.000739156 0.00119156 0.00129493 0.0011756 0.00119004
internal_weight=0 433 1972 321 333 1639 239 112 187 1584 134 1466 187 118 1384 874 115 126 339 535 510 458
internal_count=2405 433 1972 321 333 1639 239 112 187 1584 134 1466 187 118 1384 874 115 126 339 535 510 458
is_linear=0
shrinkage=0.0032998


Tree=7647
num_leaves=19
num_cat=0
split_feature=30 2 15 15 3 43 3 2 1446 399 12 2 3 16 43 43 2 12
split_gain=0.167462 0.149337 0.318974 0.155012 0.167217 0.191567 0.153419 0.147025 0.0994189 0.0892957 0.0834616 0.0869582 0.0803586 0.131787 0.0606753 0.0740726 0.0488817 0.0380349
threshold=0.086065000000000016 0.13631000000000001 -0.036064999999999993 0.03981500000000001 -0.11197999999999998 -0.0068249999999999986 -0.063074999999999978 -0.0091949999999999983 0.086195000000000008 0.091035000000000019 -0.042789999999999988 0.10255500000000002 0.11745500000000002 -0.38959499999999997 0.059230000000000012 0.0066850000000000008 0.14925000000000002 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 4 5 -1 8 -6 9 14 11 -9 13 -12 15 -5 -3 -7
right_child=-2 2 -4 6 7 17 -8 10 -10 -11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0059706611559256113 -0.0026998743226339418 0.0024807742699814862 -0.0094888087805833563 0.0067570697421984356 -0.002093341877060487 0.0016526060231543845 0.016705784534355284 0.016138261285937216 0.014669551326277779 0.013986150459261132 0.01437718357044483 0.0068936984601435268 0.0011999035693220012 0.0060997871813722859 0.01068272043578816 0.00040538630638689018 0.0091396402009822023 0.007831740726559424
leaf_weight=72 60 58 52 559 56 52 59 52 56 53 59 67 84 775 99 58 70 64
leaf_count=72 60 58 52 559 56 52 59 52 56 53 59 67 84 775 99 58 70 64
internal_value=0 0.00628325 0.00161245 0.00667075 0.00548375 0.000836592 0.00838879 0.00628144 0.00779182 0.00728863 0.00673542 0.0109484 0.00618734 0.00668751 0.00679036 0.0061629 0.00613638 0.00507727
internal_weight=0 2345 180 2165 1281 188 884 1093 825 769 1037 119 918 834 716 617 128 116
internal_count=2405 2345 180 2165 1281 188 884 1093 825 769 1037 119 918 834 716 617 128 116
is_linear=0
shrinkage=0.16829


Tree=7648
num_leaves=20
num_cat=0
split_feature=12 1 1 12 47 376 47 15 12 0 1 15 12 403 157 1212 1455 151 0
split_gain=5.05053 1.29633 1.06249 0.381656 0.313595 0.24431 0.444919 0.213013 0.278257 0.199583 0.197715 0.259819 0.197224 0.165425 0.110041 0.156155 0.0891873 0.0950007 0.0986225
threshold=0.077755000000000005 0.10557500000000002 0.12007000000000002 0.11844 0.077555000000000013 0.083785000000000012 0.09585500000000001 -0.0015749999999999998 -0.011819999999999999 0.11535000000000002 0.11663000000000003 -0.41309499999999993 0.086795000000000011 -0.090304999999999983 -0.074759999999999979 -0.014129999999999998 0.08950000000000001 -0.082774999999999987 -0.076539999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 7 6 10 8 -1 12 -3 -12 13 -2 -15 -16 17 -14 -19
right_child=2 5 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 16 14 15 -17 -18 18 -20
leaf_value=0.00064746358949346059 0.00078176352781469537 0.00045893775562241189 0.00044519027894959648 0.00061971177596126031 0.00088499362367169441 0.00017156663816930584 0.00067765253130344888 0.0007224108174922932 0.00034624563192023756 0.0010517749810749861 0.00038202269586497457 9.0246360096913648e-05 0.00070575883757721452 0.0010479575880872291 0.0010816492088157044 0.00087821764690523721 0.00096625734223283895 0.00086099727860632482 0.00078753709899159773
leaf_weight=81 82 90 71 71 55 62 52 102 58 64 79 58 67 95 52 237 58 664 307
leaf_count=81 82 90 71 71 55 62 52 102 58 64 79 58 67 95 52 237 58 664 307
internal_value=0 0.000498843 0.000841698 0.000858267 0.00065876 0.000359925 0.000401656 0.000606984 0.000522029 0.000868662 0.000338277 0.000258754 0.000861137 0.000918776 0.000947942 0.000914943 0.000836597 0.000829318 0.000837808
internal_weight=0 637 1768 1697 296 341 279 241 139 1626 227 137 1562 466 384 289 1096 1038 971
internal_count=2405 637 1768 1697 296 341 279 241 139 1626 227 137 1562 466 384 289 1096 1038 971
is_linear=0
shrinkage=0.0032998


Tree=7649
num_leaves=24
num_cat=0
split_feature=1 1 159 124 12 15 15 15 1 159 0 42 1 133 42 0 0 156 133 12 15 42 0
split_gain=4.82177 0.581794 0.388335 0.323193 0.212901 0.190499 0.273677 0.175625 0.244017 0.156013 0.138556 0.132444 0.114931 0.108889 0.117581 0.0959957 0.0906996 0.0823457 0.0731052 0.0659168 0.0624022 0.158525 0.0913205
threshold=0.10538500000000002 0.12450500000000002 0.078675000000000009 -0.027784999999999997 0.11769500000000001 -0.021954999999999999 -0.044164999999999989 -0.21242999999999998 0.091615000000000016 0.079755000000000006 -0.029554999999999994 1.0000000180025095e-35 0.13630500000000004 0.088525000000000006 -0.023464999999999996 -0.11912999999999999 -0.066659999999999983 0.050840000000000003 -0.0089749999999999986 0.094305000000000014 0.090125000000000011 0.087800000000000003 -0.07304999999999999
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 15 -1 5 6 7 -5 17 13 12 -11 -3 14 18 -2 -17 -9 -7 -16 21 -15 -22
right_child=1 10 -4 4 -6 9 -8 8 -10 11 -12 -13 -14 20 19 16 -18 -19 -20 -21 22 -23 -24
leaf_value=0.00051086529226170507 0.00042924835731682193 0.00036915540990548388 0.00023842181985570402 0.00088176394968197166 0.00053485613511040876 0.0007659677339085896 0.00047436697203739366 0.00068835128081835189 0.00047981923707034191 0.00073288146905939647 7.4642206556888423e-05 0.0005102940682097278 0.00019739418304229585 0.00067275051841193334 0.00082901184699010787 0.00067965767952956149 0.00050064415638042409 0.00081363611980318871 0.00063355043257479259 0.00071525485525242207 0.00072878866789624402 0.00090608946939067878 0.00055330092368124852
leaf_weight=86 82 74 72 55 67 139 65 347 58 71 52 52 103 88 454 55 77 73 74 69 83 52 57
leaf_count=86 82 74 72 55 67 139 65 347 58 71 52 52 103 88 454 55 77 73 74 69 83 52 57
internal_value=0 0.000349587 0.000448955 0.000709915 0.000719385 0.000726482 0.000678185 0.000702975 0.000682329 0.000751808 0.000225332 0.000639066 0.000269403 0.000765422 0.000786932 0.000519624 0.0005755 0.000710211 0.000720129 0.000814071 0.000708757 0.000759671 0.000657592
internal_weight=0 515 286 1890 1804 1737 598 533 478 1139 229 123 177 1016 736 214 132 420 213 523 280 140 140
internal_count=2405 515 286 1890 1804 1737 598 533 478 1139 229 123 177 1016 736 214 132 420 213 523 280 140 140
is_linear=0
shrinkage=0.0032998


Tree=7650
num_leaves=18
num_cat=0
split_feature=4 1454 3 52 159 42 3 16 1427 1429 133 1429 150 3 52 16 3
split_gain=0.303964 0.151773 0.132997 0.126122 0.169429 0.121962 0.112828 0.106246 0.0749228 0.0690998 0.195761 0.0787443 0.0966912 0.10527 0.0747964 0.0576855 0.0194961
threshold=0.23590000000000003 0.07931500000000001 -0.080504999999999979 0.13248000000000001 -0.032739999999999991 0.090295000000000014 0.13524500000000003 -0.046599999999999996 1.0000000180025095e-35 0.084770000000000012 0.08517000000000001 0.08357500000000001 1.0000000180025095e-35 -0.0020049999999999994 -0.088204999999999992 -0.42372999999999994 -0.034684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 7 6 15 -5 9 11 -11 12 13 -1 -14 16 -2
right_child=5 2 -4 4 -6 -7 -8 -9 -10 10 -12 -13 14 -15 -16 -17 -18
leaf_value=0.007170391402157473 0.0059878535473630312 0.018732880389619601 0.0074106195820010899 0.012643394962319414 -0.0030202739974945748 -0.0031880789923350548 -0.0021413222454998572 0.0029902751846775776 0.013647194230149049 -0.0038320793713883835 0.010227742357841761 0.01370308996220416 0.0082382885045956533 0.012402434047979645 0.00053086170534428188 0.001562706875357965 0.010569774607219662
leaf_weight=1200 54 59 60 52 82 101 64 87 52 57 55 55 55 121 103 53 57
leaf_count=1200 54 59 60 52 82 101 64 87 52 57 55 55 55 121 103 53 57
internal_value=0 0.00719066 0.0130393 0.00682704 0.00303144 0.00167053 0.00383069 0.00661444 0.00732 0.00711902 0.00305626 0.00741448 0.0071794 0.00765099 0.0032252 0.00617218 0.00835692
internal_weight=0 2038 119 1919 221 329 228 139 1698 1646 112 1534 1479 1321 158 164 111
internal_count=2367 2038 119 1919 221 329 228 139 1698 1646 112 1534 1479 1321 158 164 111
is_linear=0
shrinkage=0.16829


Tree=7651
num_leaves=24
num_cat=0
split_feature=1 1 1 12 12 151 12 4 2 48 11 3 150 15 15 4 52 4 0 52 1 52 132
split_gain=13.1354 1.91677 1.8728 1.46575 0.962845 0.644617 0.560491 0.513964 0.301117 0.261299 0.454137 0.34216 0.173546 0.202146 0.161168 0.149208 0.129812 0.126584 0.112769 0.0865688 0.0739106 0.0612775 0.0526589
threshold=0.109225 0.13554500000000003 0.092415000000000011 -1.0000000180025095e-35 0.085090000000000013 -0.00016499999999999997 0.096535000000000024 0.058330000000000007 0.13538500000000001 0.091545000000000015 1.0000000180025095e-35 -0.11255999999999998 0.082295000000000021 -0.21242999999999998 -0.083029999999999979 -0.085154999999999995 0.063595000000000013 -0.11205499999999999 -0.089364999999999986 -0.05670999999999999 0.096300000000000011 0.060365000000000009 -0.0065149999999999991
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 4 6 -4 12 -5 9 -6 -3 10 11 -1 13 -2 -8 -16 19 -7 -11 -13 -19 -17 -18
right_child=1 8 3 5 7 17 14 -9 -10 18 -12 16 -14 -15 15 21 22 20 -20 -21 -22 -23 -24
leaf_value=0.0009706837146695956 0.00046066721115909032 0.00039484151621367678 0.00052902040890741894 0.00073492431456932878 0.0011537021015411242 0.0012509015613295827 0.001232428652980964 0.0006914923175159386 8.2229593122191472e-05 0.0011795360795059657 0.0015321248417084388 0.0012214977999563874 0.00037300365177177284 0.00073298444454654096 0.00086606554526103127 0.0011452726979633784 0.0012851565872441038 0.0011638453472323884 0.0009614740722818574 0.0013050667932452019 0.0010103720265045651 0.0010076230778268951 0.0011836893925310124
leaf_weight=53 61 55 75 57 53 69 52 53 87 58 59 227 57 60 52 76 77 65 52 424 88 81 376
leaf_count=53 61 55 75 57 53 69 52 53 87 58 59 227 57 60 52 76 77 65 52 424 88 81 376
internal_value=0 0.000516943 0.00115698 0.0009395 0.000673511 0.00104972 0.00120546 0.00092293 0.00020356 0.00123315 0.00124726 0.00123271 0.000524783 0.000595992 0.0010647 0.00102279 0.00124525 0.00113038 0.00107677 0.00127598 0.0010758 0.00107448 0.00120101
internal_weight=0 426 1941 354 284 279 1587 106 142 1326 1216 1157 178 121 261 209 1104 222 110 651 153 157 453
internal_count=2367 426 1941 354 284 279 1587 106 142 1326 1216 1157 178 121 261 209 1104 222 110 651 153 157 453
is_linear=0
shrinkage=0.0032998


Tree=7652
num_leaves=14
num_cat=0
split_feature=1 9 41 1454 16 48 48 4 160 159 1454 43 15
split_gain=0.300406 0.344886 0.294278 0.102773 0.0909356 0.0883181 0.109436 0.108014 0.0928485 0.278645 0.0797812 0.0641386 0.0212367
threshold=0.13662500000000002 0.081890000000000004 0.083525000000000016 1.0000000180025095e-35 -0.085314999999999988 0.093265000000000015 0.11013500000000002 -0.50547999999999982 -0.019794999999999997 0.04105000000000001 0.091445000000000012 0.099260000000000015 -0.087404999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 7 12 -1 9 -9 -5 -10 -7
right_child=4 -3 -4 10 -6 6 -8 8 11 -11 -12 -13 -14
leaf_value=0.013801308912883777 -0.0056263441887767782 0.01876179354737767 -0.0050143270665512921 0.015900780650105608 0.0031285196950731247 0.001803706238390675 0.0074681811445278428 0.0070016575232631417 0.0067187160236532343 -0.0024061004863581105 0.0074246693542471499 0.010818382048752144 -0.0027251712409256208
leaf_weight=58 73 64 64 57 62 59 86 303 1163 126 73 121 58
leaf_count=58 73 64 64 57 62 59 86 303 1163 126 73 121 58
internal_value=0 0.00657235 0.00621169 0.00655402 -0.00159228 0.00625011 0.00290947 0.00663201 0.00638822 0.00423435 0.0111549 0.00710645 -0.000426023
internal_weight=0 2232 2168 2104 135 1974 203 1771 1713 429 130 1284 117
internal_count=2367 2232 2168 2104 135 1974 203 1771 1713 429 130 1284 117
is_linear=0
shrinkage=0.16829


Tree=7653
num_leaves=17
num_cat=0
split_feature=1 2 4 4 150 14 123 15 2 484 402 402 4 43 42 2
split_gain=7.125 1.38055 1.34432 0.750527 0.621013 0.449493 0.415709 0.243636 0.231482 0.229501 0.142955 0.237199 0.158658 0.0946281 0.0761785 0.0138419
threshold=0.10915500000000002 0.16394500000000004 0.30163500000000004 0.41257000000000005 0.084680000000000019 0.062655000000000016 1.0000000180025095e-35 -0.42759999999999992 0.11067500000000001 -0.084954999999999989 0.088505000000000014 0.023625000000000004 -0.50086499999999989 -0.020049999999999995 0.08400500000000001 0.087525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 8 6 9 -5 -2 14 11 12 -11 -12 -1 -15
right_child=1 -3 -4 7 -6 -7 -8 -9 -10 10 13 -13 -14 15 -16 -17
leaf_value=0.0011765619504510174 0.00090705236306541604 -5.1706333799294714e-06 0.00043863414032110199 0.00049267793033145148 0.00042407125562809344 0.0012297689133943972 0.0007282007242383193 0.00022514921628793901 0.00063503551912153964 0.0011095382038873078 0.0011766154447591338 0.00073638580700074693 0.00095318579654556849 0.0010429789017152953 0.0010308756861138791 0.00095615360655895015
leaf_weight=74 95 53 52 97 67 75 77 61 55 78 53 54 1257 63 101 55
leaf_count=74 95 53 52 97 67 75 77 61 55 78 53 54 1257 63 101 55
internal_value=0 0.000492676 0.000963264 0.000563132 0.00068931 0.000977703 0.00096725 0.000389614 0.000807548 0.000977839 0.000964934 0.000953588 0.000962347 0.00105688 0.00109268 0.00100281
internal_weight=0 428 1939 375 217 1887 1812 158 150 1735 1560 1389 1335 171 175 118
internal_count=2367 428 1939 375 217 1887 1812 158 150 1735 1560 1389 1335 171 175 118
is_linear=0
shrinkage=0.0032998


Tree=7654
num_leaves=15
num_cat=0
split_feature=2 48 124 52 49 9 150 0 1447 2 48 481 52 2
split_gain=0.290884 0.139096 0.141911 0.136729 0.111678 0.10101 0.0819497 0.0676472 0.226917 0.167241 0.0668928 0.0638419 0.0582752 0.0410863
threshold=0.16730000000000003 0.093265000000000015 -0.085664999999999977 -1.0000000180025095e-35 0.08840000000000002 1.0000000180025095e-35 0.095275000000000012 -0.086544999999999997 -0.083354999999999985 0.074875000000000011 0.10697000000000002 -0.073474999999999985 0.0033500000000000005 0.087830000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 6 7 9 -9 -4 -3 -11 -10 -8
right_child=-2 3 5 4 -6 -7 13 8 12 11 -12 -13 -14 -15
leaf_value=-0.00034552930444866459 -0.0064839978045314068 0.0021375127036596707 -0.0018566846536278124 -0.0073610735074870186 0.0033057078232948344 0.013186055129775357 0.014265625702040355 0.016820866269624903 0.0075225258049175046 0.00058145849699764625 0.0095376776922467855 0.0065776833394940943 0.0050487152567164593 0.0079245372733595353
leaf_weight=83 54 72 91 57 54 67 54 63 611 57 68 474 495 67
leaf_count=83 54 72 91 57 54 67 54 63 611 57 68 474 495 67
internal_value=0 0.0059953 0.00645109 0.00224377 -0.00215564 0.00673706 0.00651013 0.00622138 0.0069792 0.00479422 0.00574471 0.0059374 0.00641697 0.0107693
internal_weight=0 2313 2062 251 111 1979 1912 1791 1169 622 140 531 1106 121
internal_count=2367 2313 2062 251 111 1979 1912 1791 1169 622 140 531 1106 121
is_linear=0
shrinkage=0.16829


Tree=7655
num_leaves=16
num_cat=0
split_feature=11 124 49 150 151 15 475 15 1453 150 42 160 151 48 11
split_gain=0.118698 0.0984644 0.104567 0.0989819 0.126207 0.0896562 0.0793086 0.0770777 0.0861332 0.0708991 0.0638786 0.0625563 0.0487253 0.0407721 0.00870734
threshold=0.085155000000000022 -0.078224999999999989 -0.07107999999999999 1.0000000180025095e-35 -0.08323499999999999 -0.027009999999999996 0.0071950000000000009 -0.26826999999999995 -0.049419999999999992 0.081245000000000026 0.084465000000000012 -0.069009999999999988 -0.090064999999999992 0.085265000000000021 0.096215000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 9 4 12 -5 7 11 -9 -3 -11 -6 -4 -1 -2
right_child=14 2 3 5 6 -7 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0033424982337924946 0.0011336773620652272 0.0043850346737939611 0.0071630251444762053 0.0050124297972011251 0.0046346105730138958 -0.0044689609199780054 0.011641864618840939 -3.7291490717618327e-05 0.0055495697064028128 0.0081490400557390937 0.016022860969094836 -0.0035374644746088836 0.013935406154492127 -0.0021364594482586505 -0.0017542363691467418
leaf_weight=103 65 53 59 58 53 55 52 82 1429 64 56 53 65 61 54
leaf_count=103 65 53 59 58 53 55 52 82 1429 64 56 53 65 61 54
internal_value=0 0.00527789 0.00559132 0.00522967 0.0055342 0.000381695 0.00514728 0.00493731 0.00524519 0.00956543 0.0118385 0.000531624 0.0107276 0.00129364 -0.000161707
internal_weight=0 2243 2079 1906 1793 113 1669 1617 1511 173 120 106 124 164 119
internal_count=2362 2243 2079 1906 1793 113 1669 1617 1511 173 120 106 124 164 119
is_linear=0
shrinkage=0.16829


Tree=7656
num_leaves=21
num_cat=0
split_feature=15 3 123 15 3 1453 3 15 13 15 42 43 13 13 3 42 52 42 52 42
split_gain=8.91827 5.17395 2.45745 0.580963 0.924413 0.526225 0.46436 0.464044 0.330418 0.372933 0.282622 0.275355 0.387873 0.240884 0.213671 0.228414 0.0987561 0.0936581 0.0525453 0.0392202
threshold=-0.2987999999999999 0.11191000000000002 1.0000000180025095e-35 0.029300000000000003 -0.14906999999999998 -0.068424999999999986 0.25468500000000005 0.091305000000000011 -0.10899499999999999 -0.14820999999999998 0.087075000000000014 -0.077044999999999988 -0.042924999999999998 -0.083289999999999989 -0.07964499999999998 0.11839500000000001 -0.081594999999999987 0.090775000000000008 0.093995000000000009 -0.027829999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 5 -5 -2 -3 10 -7 -10 19 -1 -13 -11 18 -16 -4 -12 -9 -6
right_child=1 6 16 4 7 8 -8 14 9 13 17 12 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=9.5061710487130504e-05 0.0013792828358162195 0.00058896833962299351 0.00074810840845375068 0.0015849819680751811 0.0012296415432148427 0.00078092554623547224 0.00019017589765886738 0.00089944057986333871 0.0013124597783443462 0.0011233141096297064 0.00098764304734766102 0.00021508696005193321 0.00057382365243175684 0.0010008493193001105 0.0011824484857248469 0.00092750630842562622 0.00056245463986127615 0.0011719938790594 0.0010367402730812035 0.0013082462700242524
leaf_weight=55 53 66 58 56 187 52 62 86 58 254 64 75 59 615 164 52 74 65 56 151
leaf_count=55 53 66 58 56 187 52 62 86 58 254 64 75 59 615 164 52 74 65 56 151
internal_value=0 0.0010401 0.0010804 0.00111047 0.00117307 0.00105699 0.000396078 0.00114507 0.00103951 0.00105398 0.0012141 0.000292518 0.000373301 0.00103669 0.00105494 0.00112124 0.000644297 0.00108081 0.000953835 0.00126486
internal_weight=0 2173 2045 1913 881 1032 128 825 979 927 467 189 134 869 358 216 132 129 142 338
internal_count=2362 2173 2045 1913 881 1032 128 825 979 927 467 189 134 869 358 216 132 129 142 338
is_linear=0
shrinkage=0.0032998


Tree=7657
num_leaves=21
num_cat=0
split_feature=1 3 4 124 2 52 1444 2 159 4 2 1 2 1456 4 47 133 4 159 484
split_gain=6.00531 1.67034 0.828499 0.582108 0.400695 0.303673 0.233585 0.208613 0.195728 0.249008 0.187494 0.133939 0.206869 0.218029 0.147767 0.123449 0.119452 0.0818076 0.0636916 0.0429956
threshold=0.10335000000000001 -0.036004999999999988 0.30163500000000004 -0.082254999999999981 0.14823500000000003 0.05118000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.082585000000000006 0.04105000000000001 0.11252000000000002 0.096575000000000008 0.091955000000000023 -0.016459999999999999 -0.15238499999999996 0.107145 -1.0000000180025095e-35 0.10440500000000001 0.089030000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 -1 5 7 -5 -3 9 11 -9 12 13 -8 -14 -2 -11 -18 -10 -20
right_child=1 4 -4 6 -6 -7 8 10 18 16 -12 -13 14 -15 -16 -17 17 -19 19 -21
leaf_value=0.00050678214939670128 0.00087744833295488878 0.00011810253403951022 0.00037284017187053906 0.0010498242441228827 5.7541644895205844e-05 0.00056363644563095267 0.00068283173435805772 0.00049738548962982142 0.0010355507624123439 0.00056604019015017606 0.00025136864645103476 0.00097966308049801209 0.00059315021917498054 0.00086965632547482353 0.00078747227275601623 0.00067210763240566356 0.00085466127818747354 0.00067396878486767221 0.00096222304178351177 0.00084345063439882518
leaf_weight=59 92 59 74 58 68 54 76 58 52 52 83 70 52 847 287 52 55 61 67 86
leaf_count=59 92 59 74 58 68 54 76 58 52 52 83 70 52 847 287 52 55 61 67 86
internal_value=0 0.000434335 0.000657502 0.000830702 0.000283137 0.000343394 0.000841522 0.000283752 0.000834415 0.000821145 0.000352817 0.000836381 0.000828406 0.000854311 0.000757769 0.000803542 0.000700137 0.000759946 0.000931341 0.000895692
internal_weight=0 540 218 1822 322 254 1763 200 1705 1500 141 1332 1262 923 339 144 168 116 205 153
internal_count=2362 540 218 1822 322 254 1763 200 1705 1500 141 1332 1262 923 339 144 168 116 205 153
is_linear=0
shrinkage=0.0032998


Tree=7658
num_leaves=23
num_cat=0
split_feature=4 3 123 12 484 3 12 484 133 376 123 4 12 3 4 50 133 43 159 4 133 4
split_gain=6.65768 2.326 1.80097 0.353276 0.326657 0.318441 0.257983 0.342832 0.254673 0.18038 0.166904 0.135516 0.134243 0.113491 0.113658 0.108307 0.102302 0.100552 0.0707497 0.0595885 0.0463071 0.0317741
threshold=0.30163500000000004 0.11745500000000002 1.0000000180025095e-35 0.093840000000000021 -0.012019999999999998 0.16158000000000003 0.08401500000000002 0.085515000000000022 0.087445000000000009 0.083785000000000012 0.08592000000000001 -0.14538499999999996 0.08597500000000001 -0.11327499999999999 -0.07878499999999998 0.041865000000000006 0.084335000000000007 -1.0000000180025095e-35 0.0055900000000000004 -0.060264999999999992 0.015045000000000001 -0.071794999999999984
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 2 3 4 8 10 7 11 15 -4 17 -6 16 -5 -15 -1 -8 -2 -14 21 -21 -16
right_child=5 -3 9 13 6 -7 12 -9 -10 -11 -12 -13 18 14 19 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0010906733702363779 0.00035487460563205002 0.00038534351317331196 0.00067110631277123804 0.0010007283322124002 0.0010801521039057538 0.0001294493976198721 0.0011333011374297767 0.00066223365393076731 0.00091674449129514784 0.00041363111307915744 0.00026269625906165216 0.00088809869715706822 0.00095478882852217646 0.00071845897008165178 0.00088971262181517939 0.0012656887836881266 0.0009597497609351353 0.00053694284688324484 0.0010798761353049413 0.00081298067807382488 0.00090372707475027889 0.0010035803427518165
leaf_weight=100 54 90 58 78 55 57 112 66 65 63 61 174 584 56 69 70 61 92 59 158 121 59
leaf_count=100 54 90 58 78 55 57 112 66 65 63 61 174 584 56 69 70 61 92 59 158 121 59
internal_value=0 0.000904993 0.000928266 0.000953315 0.000982169 0.000348753 0.000958272 0.000873612 0.001095 0.00053734 0.000408971 0.000934379 0.000988835 0.00088146 0.000861292 0.00116295 0.00107231 0.000469844 0.000966321 0.000880858 0.000852463 0.000942474
internal_weight=0 2098 2008 1887 1346 264 1111 295 235 121 207 229 816 541 463 170 173 146 643 407 279 128
internal_count=2362 2098 2008 1887 1346 264 1111 295 235 121 207 229 816 541 463 170 173 146 643 407 279 128
is_linear=0
shrinkage=0.0032998


Tree=7659
num_leaves=18
num_cat=0
split_feature=2 15 150 123 0 2 0 51 43 1444 2 49 51 2 49 49 16
split_gain=6.6678 3.17871 1.60942 0.750073 0.729482 0.480419 0.558982 0.426181 0.402383 0.309877 0.30016 0.294585 0.219335 0.20596 0.170315 0.0918773 0.00528789
threshold=0.13290500000000002 -0.37478999999999996 0.085455000000000017 1.0000000180025095e-35 -0.11327499999999999 0.106285 -0.074754999999999988 0.088940000000000005 -0.0068249999999999986 -1.0000000180025095e-35 0.15355500000000002 -0.066414999999999988 -0.012244999999999997 0.089540000000000022 -0.006494999999999999 0.096265000000000003 0.062910000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -4 9 -7 10 -1 -3 -2 -6 14 -14 -11 16 -8
right_child=7 2 4 -5 11 6 15 -9 -10 12 -12 -13 13 -15 -16 -17 -18
leaf_value=0.00029934699489775525 0.00044118611293376801 0.0013835469736078292 0.00052581840192750392 0.00080229589685544783 0.0010633966149614397 0.00072560154174915951 0.0011779440021491916 0.00064412669382979187 0.0006984538723641008 0.0013914141706762124 0.00012415919509438633 0.00076615199536769968 0.0011470936170277651 0.0010523618939073745 0.0011801852574460979 0.00096949689770461358 0.0011081972206400986
leaf_weight=54 72 59 68 83 88 66 53 55 57 55 60 64 829 376 208 54 61
leaf_count=54 72 59 68 83 88 66 53 55 57 55 60 64 829 376 208 54 61
internal_value=0 0.00104918 0.00107845 0.00111033 0.000811085 0.00112483 0.000984527 0.000399531 0.000504611 0.0011463 0.00029735 0.000938473 0.00113674 0.00111756 0.00122449 0.00108604 0.00114093
internal_weight=0 2175 2064 1844 220 1761 234 187 111 1527 132 152 1468 1205 263 168 114
internal_count=2362 2175 2064 1844 220 1761 234 187 111 1527 132 152 1468 1205 263 168 114
is_linear=0
shrinkage=0.0032998


Tree=7660
num_leaves=18
num_cat=0
split_feature=9 13 151 16 471 43 403 13 1 1453 42 13 4 15 15 13 13
split_gain=0.208249 0.1621 0.145955 0.141244 0.18774 0.168219 0.127273 0.216345 0.126705 0.112231 0.097719 0.0875964 0.0848768 0.140612 0.0815014 0.0510259 0.0483074
threshold=-1.0000000180025095e-35 -0.33260499999999998 0.10365500000000001 0.062910000000000008 1.0000000180025095e-35 -0.11278499999999998 -0.015054999999999997 -0.088374999999999995 0.089875000000000024 -0.051044999999999993 0.090115000000000015 -0.08125499999999998 -0.50086499999999989 -0.05332499999999999 -0.14798499999999998 -0.48634999999999995 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 6 5 -5 7 -3 16 -8 14 -12 -7 -14 -11 -2 -9
right_child=1 2 -4 4 -6 12 9 8 -10 10 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0026214814762860555 0.0040053054223631174 -0.0044486220756938784 -0.0016559708887266716 -0.0051611089502454702 0.013781395394443872 0.010345223752998629 0.016247126972152696 0.0097526989791139294 0.00092835128770550569 0.013755997288608371 0.0025504044352710697 0.0084818950911069047 0.0073303914601793923 -0.00085642867178691256 0.0088266081432756913 -0.0033772150319744771 0.0054343010527011333
leaf_weight=68 54 53 52 58 54 61 57 231 81 110 128 160 120 117 779 52 111
leaf_count=68 54 53 52 58 54 61 57 231 81 110 128 160 120 117 779 52 111
internal_value=0 0.00681077 0.00712443 0.00734064 0.00452526 0.00311619 0.00801463 0.00566659 0.00693823 0.00891889 0.00856247 0.00585192 0.00473323 0.00328122 0.00943856 0.000366743 0.00835637
internal_weight=0 2278 2172 2120 410 356 1710 476 423 1234 1177 288 298 237 889 106 342
internal_count=2346 2278 2172 2120 410 356 1710 476 423 1234 1177 288 298 237 889 106 342
is_linear=0
shrinkage=0.16829


Tree=7661
num_leaves=13
num_cat=0
split_feature=2 0 2 0 151 0 1429 0 475 0 13 3
split_gain=0.206658 0.112778 0.139405 0.0974262 0.114999 0.107376 0.0924917 0.0968737 0.0888421 0.183391 0.0620871 0.0456345
threshold=0.14578500000000003 -0.023359999999999995 -0.013254999999999998 -0.049464999999999988 0.009020000000000002 -0.060199999999999997 0.087785000000000016 -0.22384499999999996 -1.0000000180025095e-35 0.062580000000000011 0.0083850000000000018 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -3 -10 -11 -2
right_child=11 8 3 -5 -6 -7 -8 -9 9 10 -12 -13
leaf_value=0.014444973697512102 0.0017199660295334181 0.0070333553822495322 0.012281457079164254 0.012733933898928494 0.00010038127992941767 -0.00090015683865997756 -0.00037858025206334215 0.0062521403625892848 -0.0064326382511870218 0.00052655905572661019 0.0087129184666008865 -0.0050892121263611794
leaf_weight=57 56 82 80 59 97 60 56 1569 69 52 54 55
leaf_count=57 56 82 80 59 97 60 56 1569 69 52 54 55
internal_value=0 0.00578938 0.00622089 0.00597592 0.00576082 0.00607089 0.00631726 0.00654574 0.00246132 0.000308724 0.00471392 -0.00163777
internal_weight=0 2235 1978 1921 1862 1765 1705 1649 257 175 106 111
internal_count=2346 2235 1978 1921 1862 1765 1705 1649 257 175 106 111
is_linear=0
shrinkage=0.16829


Tree=7662
num_leaves=13
num_cat=0
split_feature=45 9 147 1455 13 1454 3 1429 483 156 16 42
split_gain=0.139058 0.154105 0.149861 0.115143 0.100095 0.0961179 0.0917858 0.0907263 0.0854979 0.0846933 0.153591 0.0572835
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.089365000000000014 0.084965000000000027 0.039845000000000012 0.07931500000000001 -0.081814999999999985 0.087785000000000016 -0.08155999999999998 1.0000000180025095e-35 0.21684500000000004 -0.095234999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -5 8 -3 10 11 -6
right_child=-2 2 -4 6 9 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0038682176487049033 0.01306176401633901 0.012107150495783375 -0.0023593513868299504 0.014681924149259441 0.007287570961517692 -0.002078988344902524 0.0057335585227149309 -0.00084455340758272978 0.0052657477586759713 0.0075913003173289579 -0.0076466564453379574 0.00082186923726538196
leaf_weight=63 53 54 85 58 53 52 76 66 1528 57 53 148
leaf_count=63 53 54 85 58 53 52 76 66 1528 57 53 148
internal_value=0 0.00432454 0.0045568 0.0048317 0.00451174 0.00502012 0.00962014 0.00524521 0.00550041 0.00172703 0.000403957 0.00253569
internal_weight=0 2293 2230 2145 2011 1700 134 1648 1582 311 254 201
internal_count=2346 2293 2230 2145 2011 1700 134 1648 1582 311 254 201
is_linear=0
shrinkage=0.16829


Tree=7663
num_leaves=24
num_cat=0
split_feature=2 2 1 2 13 3 1 3 133 2 1 48 1 13 4 16 3 43 1 43 4 16 42
split_gain=0.133636 0.0895356 0.143158 0.143118 0.115398 0.127448 0.112779 0.101468 0.314953 0.096308 0.101461 0.0918846 0.131137 0.0748677 0.140475 0.0734388 0.0580054 0.043161 0.0742893 0.0552135 0.0556199 0.0375335 0.0317758
threshold=0.14578500000000003 0.083715000000000026 0.083250000000000005 0.084175000000000014 -0.079149999999999984 -0.01435 0.10098000000000001 -0.095764999999999989 -0.0044049999999999992 0.099145000000000025 0.10327000000000001 0.11077000000000002 0.10947000000000001 -0.091769999999999977 -0.017574999999999997 -0.15796999999999997 -0.11327499999999999 -0.07088499999999999 0.10220000000000001 0.0047850000000000011 -0.072529999999999983 -0.080344999999999986 0.088200000000000014
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=1 2 -1 -3 6 17 22 8 -5 16 -11 12 13 14 -9 -15 -10 18 -6 20 -19 -2 -4
right_child=21 3 4 7 5 -7 -8 11 9 10 -12 -13 -14 15 -16 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.012093935637455176 0.00095286323848607364 -0.0051317361426118759 0.0086037315680726045 -0.010524238536987625 0.0025884555906099042 -0.0041585348552781332 0.01465410941991035 -0.0060417395170476009 0.011137307613726234 -0.0049800043170887048 0.0051078477859867969 0.010246853443387001 -0.0021007559276821656 0.010118876324202679 0.00610402161012321 0.0045156867474846841 0.0032001765827993031 0.0042303314895006027 0.010385794981879165 0.0067075307246251027 -0.0034108456937428019 -0.0052283843581516325 0.0032067236631463315
leaf_weight=87 59 54 54 56 69 59 54 52 54 55 58 70 93 72 56 927 52 52 71 58 56 52 76
leaf_count=87 59 54 54 56 69 59 54 52 54 55 58 70 93 72 56 927 52 52 71 58 56 52 76
internal_value=0 0.00404515 0.00573811 0.00337065 0.00472763 0.00298752 0.00816972 0.00366898 0.00073026 0.00361633 0.000181932 0.00430391 0.00395574 0.00446617 0.000239427 0.00492132 0.00726057 0.00437122 0.00655565 0.00251811 0.000251605 -0.00192667 0.00546238
internal_weight=0 2235 636 1599 549 365 184 1545 275 219 113 1270 1200 1107 108 999 106 306 140 166 108 111 130
internal_count=2346 2235 636 1599 549 365 184 1545 275 219 113 1270 1200 1107 108 999 106 306 140 166 108 111 130
is_linear=0
shrinkage=0.16829


Tree=7664
num_leaves=22
num_cat=0
split_feature=1 12 47 14 1 12 4 12 4 1 52 1 403 1213 42 11 12 12 4 133 4
split_gain=4.96455 1.26037 0.490206 0.471027 0.430423 0.428097 0.35817 0.345028 0.270923 0.267532 0.195514 0.155443 0.150612 0.286995 0.153356 0.144496 0.124611 0.122534 0.0777166 0.0655577 0.060067
threshold=0.11663000000000003 -0.083994999999999986 0.085505000000000012 0.076175000000000007 0.096475000000000019 0.054520000000000006 -0.47860499999999995 0.099815000000000015 -0.00013999999999999996 0.13554500000000003 -0.070104999999999987 0.10548500000000001 -0.081224999999999992 -0.080279999999999976 0.08648500000000002 0.077415000000000012 -0.073474999999999985 0.11721500000000001 -0.0072499999999999995 0.022390000000000004 -0.083584999999999979
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 4 9 5 -1 6 -3 12 -8 -2 -9 -10 13 -7 15 -14 -11 19 -16 -12 -15
right_child=2 3 -4 -5 -6 7 8 10 11 16 17 -13 14 20 18 -17 -18 -19 -20 -21 -22
leaf_value=0.00072874267916223404 0.00040701929389842572 0.00096737510865785347 0.00058299858847875405 0.0011331418415358393 0.0003305637731708704 0.00064541778749317377 0.00052271657655583812 0.0009148712619570711 0.00085613824978800592 0.00028443346649534334 0.00068519253235143187 0.00062159320023929654 0.00092528696911817025 0.00095694719465596353 0.00089111682867164504 0.0011042727838064769 5.6072219661683694e-05 0.00056702400137416864 0.00079500730220061731 0.00082884030132617502 0.00084059359206239016
leaf_weight=53 103 53 87 64 68 77 90 65 77 52 78 54 502 79 304 57 53 54 145 71 160
leaf_count=53 103 53 87 64 68 77 90 65 77 52 78 54 502 79 304 57 53 54 145 71 160
internal_value=0 0.000832671 0.000374617 0.000853179 0.000505264 0.000843558 0.000722298 0.000864406 0.000663365 0.000287288 0.000755538 0.000759725 0.000886417 0.000822346 0.000906467 0.000943601 0.000169501 0.000704347 0.000860158 0.000753879 0.000879201
internal_weight=0 2051 295 1930 121 1866 274 1592 221 208 268 131 1324 316 1008 559 105 203 449 149 239
internal_count=2346 2051 295 1930 121 1866 274 1592 221 208 268 131 1324 316 1008 559 105 203 449 149 239
is_linear=0
shrinkage=0.0032998


Tree=7665
num_leaves=26
num_cat=0
split_feature=1 3 4 2 3 1 2 15 124 2 3 475 3 1455 16 402 4 4 3 474 3 2 133 15 49
split_gain=6.31324 1.29785 0.754803 0.699533 0.583604 0.569309 0.465264 0.21012 0.205375 0.203861 0.162979 0.161932 0.165608 0.161255 0.132851 0.12712 0.143642 0.212901 0.119793 0.117805 0.116932 0.0698832 0.049513 0.0487558 0.0387183
threshold=0.10776500000000001 -0.058704999999999993 0.30163500000000004 0.14870000000000003 -0.064294999999999977 0.088735000000000022 -1.0000000180025095e-35 -0.077559999999999976 -1.0000000180025095e-35 0.10060500000000001 -0.036004999999999988 -0.06562999999999998 -0.10175499999999998 0.081815000000000013 -0.13895999999999997 0.081585000000000019 0.052250000000000012 -0.010739999999999998 0.096440000000000012 0.084075000000000011 0.08734500000000002 0.084095000000000017 -0.088234999999999994 -0.013969999999999998 0.096265000000000003
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=4 2 -2 6 9 10 -3 14 -7 13 -6 -11 -13 15 -8 16 17 19 -10 -1 -12 -17 -23 -19 -14
right_child=1 3 -4 -5 5 8 7 -9 18 11 20 12 24 -15 -16 21 -18 23 -20 -21 -22 22 -24 -25 -26
leaf_value=0.00082986383033804173 0.00085104880498386589 0.00012767713485952337 0.0003602767212294082 -2.0437171209555638e-05 0.00065980806293150561 0.00037935377249242194 0.00047568993169788958 0.00059537887087525475 0.00052029265103929712 0.00092065977879897756 0.00094794629723269188 0.00055044720053937961 0.00081350000700131065 0.00099827578841392233 0.00024306415884926114 0.0010141861121843987 0.00067933766940200813 0.00090525473780725179 0.00073510396767460058 0.00068337995185502928 0.0007523818230850348 0.00094425402320829266 0.00080596525084956449 0.0010274155795247689 0.00069544703765929601
leaf_weight=659 82 73 59 72 56 52 52 63 57 52 90 53 90 87 57 70 64 173 60 69 57 66 60 52 55
leaf_count=659 82 73 59 72 56 52 52 63 57 52 90 53 90 87 57 70 64 173 60 69 57 66 60 52 55
internal_value=0 0.000382383 0.00064594 0.000265044 0.00081366 0.000695741 0.000349084 0.000442848 0.000553608 0.000841937 0.000813895 0.000754473 0.00071065 0.00085873 0.000354365 0.000848693 0.000833517 0.000843834 0.000630753 0.000816028 0.000872355 0.000927256 0.000878682 0.000933644 0.000768964
internal_weight=0 458 141 317 1922 372 245 172 169 1550 203 250 198 1300 109 1213 1017 953 117 728 147 196 126 225 145
internal_count=2380 458 141 317 1922 372 245 172 169 1550 203 250 198 1300 109 1213 1017 953 117 728 147 196 126 225 145
is_linear=0
shrinkage=0.0032998


Tree=7666
num_leaves=21
num_cat=0
split_feature=12 52 133 3 133 12 1 160 16 1456 16 51 1209 150 16 42 42 156 160 51
split_gain=0.3356 0.214744 0.177328 0.145464 0.130589 0.379108 0.183074 0.126397 0.211611 0.117401 0.114277 0.0575946 0.0617842 0.0569979 0.0530084 0.04826 0.0418874 0.0324796 0.0849388 0.0612411
threshold=0.084555000000000005 -0.40011499999999994 -0.11930499999999998 -0.050489999999999993 0.056015000000000002 0.079570000000000016 0.10947000000000001 -1.0000000180025095e-35 -0.050529999999999999 -0.12206499999999998 0.022165000000000004 0.11794000000000002 -0.083969999999999989 1.0000000180025095e-35 -0.0092499999999999978 -0.124985 0.083865000000000009 0.087380000000000013 -0.077319999999999986 -0.0044849999999999985
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 -1 -3 9 5 7 14 10 13 -2 -4 12 -11 -9 16 -14 -6 19 -19 -17
right_child=3 2 4 -5 6 -7 -8 8 -10 11 -12 -13 15 -15 -16 17 -18 18 -20 -21
leaf_value=0.010982243928191908 0.013041493172473244 0.0091514420303221242 -0.00015764064904847969 -0.0027703766080292998 0.0072388533191039437 -0.015441740953289259 -0.0040329675207157164 0.0029469426410585948 -0.0093225751605399022 0.010654483749072591 0.0092641021784834847 0.010189878651031669 0.0090873531769163646 -0.0028680202687342369 0.010525045779225337 0.0077558311172724959 0.00047640994463190358 -0.0031462613309140466 0.0051676544814323348 0.0042849485679622356
leaf_weight=57 57 59 92 62 53 53 74 118 88 53 60 64 70 80 52 173 52 54 97 912
leaf_count=57 57 59 92 62 53 53 74 118 88 53 60 64 70 80 52 173 52 54 97 912
internal_value=0 0.00100938 0.000279222 0.00519633 -0.000443305 -0.00199787 0.00285321 -0.000367 -0.00245486 0.00553128 0.00354965 0.00522919 0.00499425 0.000588389 0.00611037 0.00476317 0.00390694 0.00451682 0.00218257 0.00484003
internal_weight=0 838 781 1542 722 491 231 438 286 1480 152 1423 1359 198 157 1306 105 1236 151 1085
internal_count=2380 838 781 1542 722 491 231 438 286 1480 152 1423 1359 198 157 1306 105 1236 151 1085
is_linear=0
shrinkage=0.16829


Tree=7667
num_leaves=17
num_cat=0
split_feature=3 15 483 16 14 13 159 148 11 2 2 1210 13 3 13 484
split_gain=0.201613 0.130071 0.111612 0.168997 0.106789 0.105824 0.165965 0.132765 0.0867088 0.0835565 0.173679 0.07513 0.0581706 0.0896683 0.0575411 0.0494478
threshold=0.31343500000000007 -0.40312499999999996 0.086310000000000012 -0.065564999999999984 -0.42214499999999994 -0.014114999999999997 0.091305000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 0.11161 0.091725000000000015 -0.08126499999999999 -0.087394999999999987 -0.080914999999999987 -0.077759999999999982 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 8 7 -7 11 10 -9 -3 13 -13 -5 -14
right_child=-2 2 3 14 -6 6 -8 9 -10 -11 -12 12 15 -15 -16 -17
leaf_value=0.0044042212451489227 -0.0048940931095987723 0.010270009651530953 0.015503203244026452 0.0014101283585347122 -0.0051490242734232531 -0.0062263637288609468 0.0095322925228611376 0.0030909780698879443 0.010581116960352783 0.0064570255868050689 -0.0028448284678886568 -0.0022689220791457 0.0087372766753757072 0.0040822706925574739 0.008514858544980998 0.0040585679910807148
leaf_weight=53 86 53 55 78 88 62 75 432 62 98 206 103 72 161 56 640
leaf_count=53 86 53 55 78 88 62 75 432 62 98 206 103 72 161 56 640
internal_value=0 0.00339746 0.003722 0.00763541 -0.00154535 0.00334449 0.00195984 0.0012459 0.00445082 0.00187779 0.00117159 0.00407971 0.00374171 0.00159754 0.00439268 0.00453422
internal_weight=0 2294 2153 189 141 1964 873 798 1091 736 638 1029 976 264 134 712
internal_count=2380 2294 2153 189 141 1964 873 798 1091 736 638 1029 976 264 134 712
is_linear=0
shrinkage=0.16829


Tree=7668
num_leaves=26
num_cat=0
split_feature=1 1 12 12 1 47 1 12 14 0 0 15 15 12 1212 0 15 1 0 133 15 52 15 12 133
split_gain=11.0506 1.5432 1.51871 1.00729 0.541172 0.500396 0.498251 0.29095 0.27315 0.306103 0.239709 0.237943 0.205286 0.164738 0.157334 0.180622 0.152694 0.129559 0.112808 0.102103 0.0568465 0.0616602 0.0432804 0.0369414 0.0408915
threshold=0.10932500000000002 0.14846500000000004 0.054520000000000006 0.088335000000000011 0.088735000000000022 0.098400000000000015 0.12007000000000002 -0.007389999999999999 0.054835000000000009 -0.097414999999999988 -0.10324499999999999 -0.41880499999999993 0.091305000000000011 0.096535000000000024 0.082415000000000016 -0.082504999999999981 -0.029334999999999996 0.099325000000000011 0.024745000000000003 -0.075034999999999977 -0.039984999999999993 -0.060549999999999993 0.11934000000000002 0.092295000000000002 0.10137500000000001
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=2 3 4 5 16 10 -5 -6 9 19 -2 -12 13 14 18 -16 -1 -9 -11 -4 21 -15 23 -14 -25
right_child=1 -3 8 6 7 -7 -8 17 -10 12 11 -13 22 20 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0010419561050342223 0.00041168425339063958 -0.00013878243086042625 0.00098442330988380623 0.00092026157130134728 0.00050912474490616595 0.00063904549044338749 0.00049049096123666427 0.00064938545346413055 0.0012582098593328715 0.0010764237409459235 0.00031430686184449809 1.7207465372934754e-05 0.00091585172398152227 0.00099868212833325275 0.0010555972634288171 0.00081056230390949547 0.00082356409779062373 0.00087961952153853371 0.001236202119979725 0.00079500477091929171 0.0010368482078137163 0.00084152802990480457 0.00086041297512621433 0.0010622850942315738 0.00094797754322481823
leaf_weight=71 83 52 52 63 80 52 56 52 53 724 65 54 96 55 94 53 74 59 55 88 73 65 53 78 80
leaf_count=71 83 52 52 63 80 52 56 52 53 724 65 54 96 55 94 53 74 59 55 88 73 65 53 78 80
internal_value=0 0.000393241 0.000980477 0.000467505 0.000778152 0.000349862 0.000718313 0.000662126 0.00102244 0.00101444 0.000275245 0.000179785 0.00102903 0.00105008 0.0010687 0.000967491 0.000930744 0.00077208 0.00108775 0.000865612 0.000960556 0.000913851 0.000952201 0.000971215 0.00100463
internal_weight=0 425 1955 373 336 254 119 191 1619 1566 202 119 1426 1119 926 147 145 111 779 140 193 120 307 254 158
internal_count=2380 425 1955 373 336 254 119 191 1619 1566 202 119 1426 1119 926 147 145 111 779 140 193 120 307 254 158
is_linear=0
shrinkage=0.0032998


Tree=7669
num_leaves=25
num_cat=0
split_feature=12 4 4 13 42 51 4 2 4 4 14 11 2 42 1213 403 12 12 2 42 15 51 43 12
split_gain=7.8034 2.0956 1.21134 1.17087 0.595328 0.535887 0.496885 0.469749 0.388802 0.279367 0.201646 0.192916 0.159949 0.159674 0.141013 0.21008 0.131879 0.128986 0.11329 0.0888845 0.0818426 0.0568379 0.049986 0.00836882
threshold=0.077755000000000005 0.36766000000000004 0.27161500000000005 -0.00038499999999999998 0.12253000000000001 0.088940000000000005 -0.14538499999999996 0.093565000000000023 -0.0030749999999999996 0.0051600000000000005 -0.41348999999999997 1.0000000180025095e-35 0.091955000000000023 0.079170000000000004 -0.080279999999999976 -0.085464999999999985 -0.085719999999999977 0.090715000000000018 0.097220000000000015 -0.064739999999999978 0.087720000000000006 -1.0000000180025095e-35 -0.043589999999999997 0.096915000000000015
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 4 3 5 9 8 -5 -8 -1 11 -4 12 14 19 15 -2 -12 -11 -13 -14 -16 -19 -15 -23
right_child=1 -3 10 6 -6 -7 7 -9 -10 17 16 18 13 22 20 -17 -18 21 -20 -21 -22 23 -24 -25
leaf_value=0.00049163019697993167 0.00084521559110411983 0.00044224869457765224 0.00058052635108706539 0.0010828943547896495 0.0007323928890208694 0.00026045598832559019 0.00092382077674207279 0.00053942525396408322 0.00083795950266773176 0.0010820955708395652 0.00021777355590322289 0.0013355430513607687 0.0010022528212032843 0.0011375983971991348 0.0011487108995606224 0.0010908025226324355 0.00042079693089412657 0.0010052770194925727 0.0011263077101847058 0.00081544633289238634 0.0010725677899810614 0.00091863833494651263 0.0010000630619610407 0.00084451237653719341
leaf_weight=84 54 61 53 83 57 57 82 61 62 94 58 57 67 89 533 142 91 70 64 53 244 52 52 60
leaf_count=84 54 61 53 83 57 57 82 61 62 94 58 57 67 89 533 142 91 70 64 53 244 52 52 60
internal_value=0 0.00104409 0.000615861 0.000715177 0.00106582 0.000532842 0.000878801 0.000760094 0.000638943 0.00107745 0.000404761 0.00109716 0.00108458 0.00101044 0.00110443 0.00102332 0.000342004 0.000980551 0.00122516 0.00092004 0.00112485 0.000927911 0.00108713 0.000879243
internal_weight=0 1749 631 429 1688 203 226 143 146 1631 202 1355 1234 261 973 196 149 276 121 120 777 182 141 112
internal_count=2380 1749 631 429 1688 203 226 143 146 1631 202 1355 1234 261 973 196 149 276 121 120 777 182 141 112
is_linear=0
shrinkage=0.0032998


Tree=7670
num_leaves=20
num_cat=0
split_feature=2 3 159 3 133 159 159 40 51 49 3 39 1 3 1 2 151 133 3
split_gain=0.147687 0.288981 0.125832 0.127315 0.161934 0.147276 0.243069 0.109868 0.0964183 0.10902 0.141938 0.0916211 0.0883552 0.0688554 0.161919 0.059504 0.0704737 0.03795 0.0315749
threshold=0.094835000000000017 0.081640000000000004 0.11259000000000001 -0.026769999999999999 0.087005000000000013 0.0055900000000000004 0.088255000000000014 -0.026419999999999996 0.11893500000000001 -0.047749999999999994 -0.14265999999999998 0.086580000000000018 0.11106000000000001 0.11191000000000002 0.088595000000000021 0.090115000000000015 -0.077429999999999985 -1.0000000180025095e-35 -0.07928499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 12 -7 11 9 -9 -11 -2 15 14 17 16 -1 -12 -17
right_child=7 -3 -4 4 -6 6 -8 8 -10 10 13 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=0.0015456820334059998 -0.006791501805188757 -0.0031292213347429991 -0.0018850691939421419 0.017289682187632889 0.0046748242067778025 0.019562252171793582 0.004853588433481092 -0.0030350926450791326 0.0092843914437299759 0.0095855221990638114 0.0059796158862773872 0.001765704950189094 0.011459694263633524 0.0066964039156242675 -0.0072955223781646008 0.00037612591845961532 0.0060665746515180079 0.0016435461126703748 0.0053816895409571188
leaf_weight=113 56 102 53 66 52 57 73 76 76 97 82 96 63 85 52 112 775 195 53
leaf_count=113 56 102 53 66 52 57 73 76 76 97 82 96 63 85 52 112 775 195 53
internal_value=0 0.00551075 0.00613395 0.00644686 0.0117458 0.00594359 0.0113166 0.00269714 0.00363346 0.00289876 0.00378481 -0.00137513 0.00531609 0.00242136 0.00131141 0.00494682 0.0054933 0.00293363 0.00199486
internal_weight=0 1519 1417 1364 118 1246 130 815 663 587 511 152 1116 414 329 1053 888 277 165
internal_count=2334 1519 1417 1364 118 1246 130 815 663 587 511 152 1116 414 329 1053 888 277 165
is_linear=0
shrinkage=0.16829


Tree=7671
num_leaves=19
num_cat=0
split_feature=13 51 13 0 14 12 40 16 2 1446 129 12 13 13 13 1212 0 2
split_gain=0.125724 0.119927 0.125769 0.115045 0.0869385 0.0930188 0.108405 0.0727433 0.0786166 0.0696697 0.0790395 0.0693377 0.0550791 0.110128 0.0976461 0.042241 0.0244232 0.00946921
threshold=-0.083289999999999989 -0.085574999999999984 -0.085764999999999994 -0.086284999999999987 0.019675000000000002 -0.083994999999999986 -0.081239999999999993 -0.50476999999999983 0.13538500000000001 0.083830000000000002 0.093420000000000017 0.095175000000000023 -0.097519999999999982 -0.16392499999999996 -0.43167499999999998 -0.020729999999999995 -0.086224999999999982 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 5 -2 -7 -8 9 10 -9 12 13 14 -3 -14 17 -17
right_child=4 2 3 -5 -6 6 7 8 -10 -11 -12 -13 15 -15 -16 16 -18 -19
leaf_value=0.012576634359431712 -0.0022574611942813264 0.0078086556751570798 0.015756493570788989 0.0055844635576375555 0.0095195942050002175 0.010522185875211263 -0.0026419508887686434 0.0040382031985256731 -0.0026646412591852012 -0.0013154486333426558 -0.0013324524177202627 -0.0017609516516694684 0.0069679900462939351 0.010805161364360756 -0.0023440963819765792 0.0042151221672999889 -0.00076966390361948172 0.0014557050757515019
leaf_weight=64 100 55 52 82 55 53 67 1095 65 85 83 57 57 93 52 84 70 65
leaf_count=64 100 55 52 82 55 53 67 1095 65 85 83 57 57 93 52 84 70 65
internal_value=0 0.00559977 0.00492764 0.00954523 0.00293159 0.00269635 0.00303971 0.00275414 0.00302774 0.00332212 0.00365827 0.00376337 0.00442867 0.00656232 0.00285782 0.00287604 0.00180281 0.00302341
internal_weight=0 731 667 134 1603 1548 1448 1395 1328 1263 1178 533 476 200 107 276 219 149
internal_count=2334 731 667 134 1603 1548 1448 1395 1328 1263 1178 533 476 200 107 276 219 149
is_linear=0
shrinkage=0.16829


Tree=7672
num_leaves=17
num_cat=0
split_feature=52 0 14 1420 3 1446 2 13 474 403 160 3 4 42 0 15
split_gain=0.115327 0.13807 0.162389 0.129774 0.120264 0.0879132 0.101375 0.0858349 0.149053 0.147087 0.0756911 0.0676602 0.0582629 0.0396531 0.0285939 0.0270012
threshold=0.10096500000000001 -0.22607999999999998 0.019675000000000002 -0.072689999999999991 -0.088919999999999985 0.083830000000000002 -0.087244999999999975 -0.066659999999999983 0.084880000000000011 -0.0064299999999999991 -0.54119499999999987 -0.049204999999999992 -0.050564999999999992 0.088060000000000013 -0.084319999999999992 0.10440500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 -5 9 -9 -8 -6 12 15 -7 -14 -12
right_child=4 2 -4 5 10 13 7 8 -10 -11 11 -13 14 -15 -16 -17
leaf_value=-0.0032017245166200215 -0.0060909067594705777 0.011420659860585325 0.012565147852857447 -0.0031250425875891104 0.0077462094916686351 0.0018754255459471352 0.011479550192124372 0.0035465873611143172 -0.0047198828220453449 0.0044130735451793262 -0.0027028517616768132 -0.0029337411663894917 0.00261896373758799 -0.0045389063033741553 0.0080445538971537969 0.0021235343694787322
leaf_weight=78 63 60 61 58 53 57 98 768 67 579 59 94 60 52 53 74
leaf_count=78 63 60 61 58 53 57 98 768 67 579 59 94 60 52 53 74
internal_value=0 0.00371731 0.00401814 0.00371729 0.000728559 0.00344094 0.00376208 0.00402745 0.00288114 0.00543864 0.00182633 0.000898238 0.00236979 -0.00116814 0.00517961 -3.98593e-06
internal_weight=0 1878 1800 1739 456 1679 1570 1512 835 677 393 340 246 109 113 133
internal_count=2334 1878 1800 1739 456 1679 1570 1512 835 677 393 340 246 109 113 133
is_linear=0
shrinkage=0.16829


Tree=7673
num_leaves=13
num_cat=0
split_feature=48 158 30 123 16 133 1 0 1452 447 2 402
split_gain=0.0966072 0.0951902 0.087232 0.0833363 0.160246 0.0677459 0.126872 0.102073 0.0841088 0.0933281 0.141453 0.0440342
threshold=0.12118000000000002 0.12023500000000002 1.0000000180025095e-35 0.083945000000000006 -0.090639999999999984 -0.076779999999999987 0.092860000000000012 -0.097074999999999981 0.081315000000000012 0.084065000000000015 -0.007134999999999999 0.086350000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 9 10 -7 -9
right_child=-2 -3 -4 4 -6 8 -8 11 -10 -11 -12 -13
leaf_value=0.0079593325381841617 -0.0029183257989891308 -0.0042832300391700768 0.0094410597722389931 0.0056088708001828134 -0.0067173424052261038 0.01274840727219851 -0.0057209955354772706 -0.0010465917443988825 -0.001474611022973641 -0.0022476059144723704 0.0037961237288991327 0.0035970197406644507
leaf_weight=73 86 52 58 52 70 52 65 147 89 68 1427 95
leaf_count=73 86 52 58 52 70 52 65 147 89 68 1427 95
internal_value=0 0.00281915 0.00298815 0.00281225 -0.00144882 0.00307101 0.0010401 0.00244095 0.00354163 0.00383138 0.00411209 0.00076889
internal_weight=0 2248 2196 2138 122 2016 380 315 1636 1547 1479 242
internal_count=2334 2248 2196 2138 122 2016 380 315 1636 1547 1479 242
is_linear=0
shrinkage=0.16829


Tree=7674
num_leaves=19
num_cat=0
split_feature=1420 13 150 13 4 1 13 151 150 474 1 15 13 51 1 4 13 150
split_gain=0.0725812 0.077521 0.170194 0.0833156 0.111041 0.0994481 0.242441 0.0719499 0.0726236 0.0950478 0.0996484 0.101327 0.0939917 0.0739947 0.0533436 0.0512214 0.0168365 0.0160527
threshold=-0.069964999999999986 -0.083514999999999992 0.089910000000000018 -0.085764999999999994 -0.07581499999999998 0.12450500000000002 -0.10278499999999999 0.015440000000000001 0.085825000000000012 0.084880000000000011 0.11378500000000001 -0.084629999999999997 -0.081029999999999977 0.116275 0.081755000000000008 0.0047850000000000011 -0.092704999999999996 0.10418000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 14 6 -6 8 9 10 12 -12 -3 -14 16 -8 -2 -10
right_child=1 7 -4 -5 5 -7 15 -9 17 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0072577248602457047 0.0041212517264905928 -0.0036635929872727313 -0.0030035765192908204 0.0089721793317675842 0.014455675322378899 -0.00067338658691989506 0.0052193783073495262 -0.0036049014178634476 0.0078024673020669301 -0.0037225531360344745 -0.0067252906823040554 0.0025991152702840945 0.0028973524759265908 -0.0033724824987703995 -0.0043914730806099847 -0.00094773699870813813 0 0.0036240587040491739
leaf_weight=77 58 73 98 101 82 61 132 79 56 100 76 58 1016 56 52 53 53 53
leaf_count=77 58 73 98 101 82 61 132 79 56 100 76 58 1016 56 52 53 53 53
internal_value=0 0.00199355 0.00348149 0.00455807 0.00364642 0.00543055 0.00683181 0.00133721 0.0016008 0.00126859 0.00166024 -0.00267595 0.00216927 0.00256815 4.52373e-05 0.00344287 0.00213988 0.00578725
internal_weight=0 2257 690 592 491 328 267 1567 1488 1379 1279 134 1145 1072 163 185 111 109
internal_count=2334 2257 690 592 491 328 267 1567 1488 1379 1279 134 1145 1072 163 185 111 109
is_linear=0
shrinkage=0.16829


Tree=7675
num_leaves=15
num_cat=0
split_feature=10 4 0 3 16 1213 1213 0 0 15 3 15 130 13
split_gain=0.420757 0.207419 0.186311 0.123006 0.134874 0.110331 0.168515 0.10948 0.101742 0.0883446 0.0776807 0.0951936 0.0895907 0.0534343
threshold=-1.0000000180025095e-35 -0.15450999999999995 -0.069389999999999993 0.11191000000000002 -0.084499999999999978 -0.112105 -0.41849499999999989 -0.026509999999999995 0.040035000000000008 -0.40312499999999996 -0.073309999999999986 0.11736500000000001 0.0016050000000000003 0.095655000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 -1 5 -5 6 -3 9 -2 -7 12 -12 -11 -10
right_child=1 3 -4 4 -6 7 -8 -9 13 10 11 -13 -14 -15
leaf_value=-0.0024839250771098876 0.011566398449636098 0.0029256032116605603 -0.016235418768342134 0.00055248646536225474 -0.010374204618419286 -0.0038554091391747405 -0.010603315434407809 -0.004610784648829149 0.0016126363034904502 0.001015800812822897 0.0033039564473500219 0.010778475830946562 0.004886629401958888 0.008330129859482005
leaf_weight=61 76 52 52 80 53 68 52 72 97 1036 364 56 203 52
leaf_count=61 76 52 52 80 53 68 52 72 97 1036 364 56 203 52
internal_value=0 0.00169279 -0.00882795 0.00115588 -0.00378825 0.00150237 -0.00382158 0.00181114 0.00654325 0.00207992 0.00232428 0.00430484 0.00165145 0.00396905
internal_weight=0 2261 113 2036 133 1903 104 1799 225 1727 1659 420 1239 149
internal_count=2374 2261 113 2036 133 1903 104 1799 225 1727 1659 420 1239 149
is_linear=0
shrinkage=0.16829


Tree=7676
num_leaves=17
num_cat=0
split_feature=1 3 3 4 124 3 1 14 4 0 3 4 0 16 1213 0
split_gain=9.94695 2.05643 0.953165 0.838681 0.69986 0.502389 0.704879 0.442959 0.238979 0.245778 0.194991 0.187401 0.178108 0.165704 0.0884876 0.0815398
threshold=0.10538500000000002 0.31343500000000007 -0.06340999999999998 0.36766000000000004 -0.043384999999999993 0.077930000000000013 0.13301500000000002 0.054835000000000009 0.032965000000000001 -0.12118 -0.044019999999999997 0.0082450000000000006 0.040035000000000008 -0.078844999999999985 -0.112105 -0.11169999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 11 8 9 -6 12 -4 14 15 -11 -10
right_child=1 -3 5 -5 7 -7 -8 -9 13 10 -12 -13 -14 -15 -16 -17
leaf_value=0.00074932791460188451 0.0010016434343546117 1.4182978335747988e-05 0.00037843893724130316 0.00050874790460986687 0.00085979699665604526 0.00067762106596300318 6.933385265750517e-05 0.0013311006661082376 0.001110603323653093 0.00096379071826356436 0.0012238991238497793 0.00065049004356649578 0.00091707298947283202 0.00082783283318224328 0.0010795712697524542 0.00094664398572332962
leaf_weight=85 97 75 52 62 64 95 55 63 61 83 89 61 90 84 1172 86
leaf_count=85 97 75 52 62 64 95 55 63 61 83 89 61 90 84 1172 86
internal_value=0 0.000518155 0.00060764 0.000809667 0.00104332 0.000485368 0.000376444 0.00105724 0.00104724 0.00106267 0.0010717 0.00052561 0.00106161 0.000947042 0.00107194 0.00101492
internal_weight=0 497 422 159 1877 263 168 1792 1729 1498 1434 113 1345 231 1255 147
internal_count=2374 497 422 159 1877 263 168 1792 1729 1498 1434 113 1345 231 1255 147
is_linear=0
shrinkage=0.0032998


Tree=7677
num_leaves=26
num_cat=0
split_feature=4 3 43 3 15 4 43 3 16 13 4 13 16 12 43 13 15 12 456 16 12 16 11 15 15
split_gain=9.53097 4.56973 1.8318 1.4823 0.714234 0.645963 0.433258 0.411104 0.397443 0.364431 0.293672 0.265691 0.207362 0.165709 0.157029 0.141606 0.130751 0.125995 0.117666 0.10292 0.0924377 0.0803945 0.0593435 0.0897768 0.0315999
threshold=0.30163500000000004 -0.059629999999999996 -0.033174999999999989 0.11372500000000001 -0.41606999999999994 -0.082509999999999986 -0.092454999999999982 0.0045450000000000013 -0.029084999999999996 -0.009244999999999998 0.0051600000000000005 -0.014114999999999997 -0.08595499999999999 0.083885000000000015 -0.23919999999999997 -0.087129999999999985 0.087010000000000018 0.085065000000000016 0.041000000000000002 0.23993500000000004 0.091680000000000011 0.41593000000000008 0.082485000000000017 0.084050000000000014 0.085225000000000009
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=1 5 6 7 9 14 -3 -4 -9 -2 13 -8 20 -7 -1 24 17 -16 19 -17 -12 -14 23 -19 -15
right_child=4 2 3 -5 -6 10 11 8 -10 -11 12 -13 21 15 16 18 -18 22 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0014744565650976111 0.00043692398768677474 0.00080107466348183646 0.00094668331532868561 0.00063918207501067364 0.00021111511888703604 0.0010220888093520689 0.00061293528381779316 0.0010062728640899067 0.0013731857312784051 0.00077554102079675856 0.0012212433330035498 0.00029369935288147553 0.00085548273754472307 0.0013441632823290787 0.001111369059242721 0.0012030587402353785 0.0013931628408401715 0.0014229651976122692 0.0010491561256286972 0.0010741316927267656 0.0010320462822003213 0.0010365012605954131 0.0011881348527456599 0.0012523519652690887 0.0012382976356155968
leaf_weight=54 88 52 92 101 102 71 52 53 86 58 73 64 58 67 65 570 88 60 81 83 52 57 60 95 92
leaf_count=54 88 52 92 101 102 71 52 53 86 58 73 64 58 67 65 570 88 60 81 83 52 57 60 95 92
internal_value=0 0.00110735 0.000831231 0.000973447 0.000423528 0.00119223 0.000549975 0.00111944 0.00123354 0.000571684 0.00115304 0.000437109 0.00104842 0.00117905 0.00130397 0.00119149 0.00127885 0.0012428 0.00117159 0.00118673 0.00114282 0.000945511 0.00128237 0.00131862 0.00128313
internal_weight=0 2126 500 332 248 1626 168 231 139 146 1204 116 240 964 422 893 368 280 734 653 125 115 215 155 159
internal_count=2374 2126 500 332 248 1626 168 231 139 146 1204 116 240 964 422 893 368 280 734 653 125 115 215 155 159
is_linear=0
shrinkage=0.0032998


Tree=7678
num_leaves=18
num_cat=0
split_feature=1 4 14 16 41 4 160 150 39 4 4 16 16 1456 51 52 160
split_gain=0.234613 0.151794 0.19097 0.161665 0.14394 0.256535 0.107202 0.162712 0.0833629 0.121175 0.0744145 0.071447 0.143548 0.0618787 0.0437455 0.0489836 0.0431152
threshold=0.10342000000000001 -0.17689999999999997 -0.42214499999999994 -1.0000000180025095e-35 0.079395000000000007 -0.50775499999999985 -1.0000000180025095e-35 0.10325000000000002 0.091400000000000009 0.24099500000000004 0.053255000000000004 -0.11118499999999999 -0.092714999999999978 -0.090954999999999994 -1.0000000180025095e-35 0.0029250000000000005 0.089640000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 6 5 -1 -4 8 9 -8 11 -7 -13 -14 -12 -16 -15
right_child=1 2 3 -5 -6 10 7 -9 -10 -11 14 12 13 16 15 -17 -18
leaf_value=0.014595091891262114 0.0071519897541204649 0.0075379762291260446 0.0051457183199403499 -0.0086256392945424712 -0.0040528294458946571 0.0083775485765797322 -0.001327169507930997 0.005793865455983995 0.00069684582818884343 -0.011452159097110969 -0.0038640602807103876 -0.0031972117382373703 -0.00071928891278093894 0.0039009090763006695 -0.00090392501847893732 0.0052670360668088338 0.0074390411091831664
leaf_weight=60 64 57 65 103 69 91 60 52 55 77 52 85 76 1153 82 65 108
leaf_count=60 64 57 65 103 69 91 60 52 55 77 52 85 76 1153 82 65 108
internal_value=0 -0.000531006 -0.00158326 -0.00284954 0.00347564 0.00376981 -0.000918363 -0.00254116 -0.00480792 -0.00703097 0.00338937 0.00379187 0.00349714 0.00392408 0.000320157 0.00181251 0.00420536
internal_weight=0 533 469 412 1841 1772 309 244 192 137 1712 1513 1422 1337 199 147 1261
internal_count=2374 533 469 412 1841 1772 309 244 192 137 1712 1513 1422 1337 199 147 1261
is_linear=0
shrinkage=0.16829


Tree=7679
num_leaves=20
num_cat=0
split_feature=3 3 43 15 148 3 0 42 0 49 157 3 43 15 15 160 13 42 43
split_gain=7.4044 2.74121 2.70241 0.867719 0.766089 0.672808 1.0961 0.436168 0.408487 0.412619 0.393236 0.385881 0.31503 0.264669 0.209196 0.173018 0.136392 0.109577 0.130727
threshold=-0.049204999999999992 0.30112000000000005 -0.033174999999999989 -0.23488499999999998 -0.0084749999999999982 0.10323000000000002 -0.14857499999999998 0.092715000000000006 -0.097604999999999983 0.11447000000000002 -0.0048549999999999991 -0.14818499999999998 -0.086949999999999986 -0.098454999999999973 -0.093464999999999979 -0.35906499999999991 -0.08151499999999999 -0.09693499999999998 -0.16205499999999998
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 7 -1 -5 10 -7 12 11 15 -4 -6 -2 -13 -12 16 -10 -17 -19
right_child=1 -3 5 4 8 6 -8 -9 9 -11 14 13 -14 -15 -16 17 -18 18 -20
leaf_value=0.00079001951411808251 0.0008983901760787166 0.00027605359459792326 0.0014138899390313989 0.00087313607361980995 0.0013167969897051937 0.00051670252593085991 0.0011781580750380692 0.00038347182480450977 0.0012751369252728892 0.0010143477285183692 0.00094323670953287112 0.0011519592344282914 0.00057844766266554543 0.00083781444197879784 0.0011995063260643163 0.0014000982856421358 0.0010608132964575949 0.0011102677535551357 0.0012787806865901408
leaf_weight=53 55 96 60 67 54 52 58 71 60 76 61 54 89 67 87 82 79 56 1097
leaf_count=53 55 96 60 67 54 52 58 71 60 76 61 54 89 67 87 82 79 56 1097
internal_value=0 0.000789877 0.000882357 0.00120767 0.00122073 0.00107569 0.00086579 0.000596234 0.00123504 0.00125337 0.00118653 0.00108295 0.000700893 0.000978302 0.00109412 0.00126656 0.00115358 0.00127925 0.00127063
internal_weight=0 629 533 1745 1692 318 110 215 1625 1450 208 175 144 121 148 1374 139 1235 1153
internal_count=2374 629 533 1745 1692 318 110 215 1625 1450 208 175 144 121 148 1374 139 1235 1153
is_linear=0
shrinkage=0.0032998


Tree=7680
num_leaves=25
num_cat=0
split_feature=4 3 43 3 0 12 14 43 12 16 16 12 1212 1210 16 16 12 4 157 456 43 50 0 16
split_gain=3.13491 1.78456 0.633491 1.01947 0.408084 0.375315 0.275426 0.262353 0.231463 0.219699 0.21363 0.179787 0.106131 0.0960731 0.0837199 0.0831905 0.0725475 0.0816965 0.065556 0.0847546 0.0615242 0.060018 0.0429902 0.0325245
threshold=0.27161500000000005 -0.059629999999999996 -0.042649999999999993 0.11745500000000002 -0.14216999999999999 0.083370000000000014 -0.10708499999999999 -0.092454999999999982 -0.089089999999999989 -0.034884999999999992 -0.48950499999999991 0.090465000000000004 0.086920000000000011 -0.064344999999999999 0.21684500000000004 -0.52374999999999983 0.095780000000000018 -0.081759999999999985 -0.077234999999999984 1.0000000180025095e-35 -0.090809999999999988 1.0000000180025095e-35 -0.084524999999999975 -0.10803999999999998
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 4 7 9 -1 -6 -2 -3 -9 23 15 12 18 -13 -11 -8 17 -15 19 -7 -20 -18 -14 -4
right_child=6 2 3 -5 5 11 10 8 -10 14 -12 13 22 16 -16 -17 21 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0011010656846748618 0.00056308963494919946 0.00061306370278747346 0.00074409225241687377 0.00036487293121809474 0.00059364820055144124 0.0010091543814381859 0.00032318901272190592 0.00048303689715297279 0.00017610686545173264 0.00097694224372960438 0.00014220672737496072 0.00065111974210891579 0.00069010457347074418 0.00094386463295775163 0.00079819319326389425 0.00048938368717950538 0.00074491217721660426 0.00080664837722604725 0.00077388805257296055 0.00083977008965780613 0.00087403183130637611 0.00086065378339281727 0.00082407571550278903 0.00062258761471048181
leaf_weight=56 73 54 54 83 82 85 83 54 54 62 52 56 52 65 60 57 302 224 87 58 447 64 66 55
leaf_count=56 73 54 54 83 82 85 83 54 54 62 52 56 52 65 60 57 302 224 87 58 447 64 66 55
internal_value=0 0.000770868 0.00059268 0.000679333 0.000822439 0.000812591 0.000389908 0.000424504 0.000329898 0.000792169 0.000323879 0.000824489 0.000859064 0.00078578 0.000889322 0.000391106 0.000797239 0.000837632 0.000875349 0.000940699 0.000857782 0.000765247 0.000765336 0.000683106
internal_weight=0 2120 476 314 1644 1588 265 162 108 231 192 1506 795 711 122 140 655 289 677 143 534 366 118 109
internal_count=2385 2120 476 314 1644 1588 265 162 108 231 192 1506 795 711 122 140 655 289 677 143 534 366 118 109
is_linear=0
shrinkage=0.0032998


Tree=7681
num_leaves=17
num_cat=0
split_feature=4 2 34 3 14 12 4 0 2 0 49 0 3 4 159 12
split_gain=13.4094 3.13882 1.87909 1.66851 0.686927 0.471429 0.574318 0.564017 0.380474 0.358814 0.26963 0.251142 0.156902 0.1557 0.183559 0.0783411
threshold=0.27161500000000005 0.10527500000000002 -0.05547499999999999 0.11745500000000002 0.062655000000000016 -0.08780499999999998 -0.47860499999999995 -0.060199999999999997 0.13388500000000003 -0.080689999999999984 1.0000000180025095e-35 -0.10891999999999999 -0.10175499999999998 0.50230500000000011 0.10634 0.096535000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -4 -7 11 9 -3 13 -8 -11 -2 -15 -14
right_child=10 3 4 -5 -6 6 7 -9 -10 12 -12 -13 15 14 -16 -17
leaf_value=0.00091023201901009761 0.00050921884522541264 0.0011390750587269196 0.0012227122246060778 0.00073794955933485209 0.0018676497689763438 0.0018179468468654089 0.0013918679341366922 0.0012548506663083285 0.0010520985538218634 0.0012716002112436568 0.00088668618266716246 0.0015540308284500107 0.0015923238598486802 0.0008004205116135183 0.00054433569695326524 0.0014190369416822103
leaf_weight=53 82 64 54 72 69 78 118 81 57 52 54 1291 55 76 53 76
leaf_count=53 82 64 54 72 69 78 118 81 57 52 54 1291 55 76 53 76
internal_value=0 0.00146464 0.00152367 0.00119076 0.00154288 0.00152904 0.00153957 0.00152497 0.00129789 0.00135447 0.000677073 0.00154048 0.00142961 0.000623261 0.00069548 0.00149206
internal_weight=0 2120 1744 376 1691 1622 1568 1490 304 247 265 1409 183 211 129 131
internal_count=2385 2120 1744 376 1691 1622 1568 1490 304 247 265 1409 183 211 129 131
is_linear=0
shrinkage=0.0032998


Tree=7682
num_leaves=24
num_cat=0
split_feature=1 4 13 1 150 11 1 15 133 1 475 133 13 15 16 16 4 133 15 43 4 1 16
split_gain=4.57316 1.04946 0.689351 0.539639 0.753384 0.451247 0.228083 0.411698 0.20358 0.17515 0.150906 0.243243 0.129784 0.139494 0.137652 0.118311 0.107284 0.102851 0.0969497 0.0876763 0.0700906 0.0605691 0.0124839
threshold=0.098420000000000021 -0.033449999999999987 -0.00067499999999999993 0.12419000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.092415000000000011 0.087450000000000014 0.11524500000000001 0.10790500000000001 -0.08323499999999999 0.085720000000000018 0.055020000000000006 -0.094449999999999992 0.27252000000000004 -0.41863499999999992 0.24099500000000004 0.40438500000000005 -0.10556999999999998 -0.10961499999999998 -0.079164999999999985 0.13869000000000004 -0.07662999999999999
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 -2 4 16 6 8 -8 10 -6 11 -1 13 18 -15 -5 -3 20 -12 -14 -10 -17 -19
right_child=1 3 -4 15 9 -7 7 -9 17 -11 12 -13 19 14 -16 21 -18 22 -20 -21 -22 -23 -24
leaf_value=0.0005895324749708653 0.0004826872456924985 0.00070950365751283248 0.00094113987478145432 0.00016723563438807862 0.00014432552979212881 0.0010415247715350147 0.00048311067105421965 0.00085940238588174799 0.00058330606076316903 0.00040635291251785464 0.00083250933175765818 0.00086250408376405824 0.00081960929377062328 0.00088454790541700988 0.00073198817591195377 0.00025902545258924497 0.00054621762548324407 0.00084393678708829015 0.00065182602796238001 0.00064425212678443549 0.00074323653244184808 0.00042116157773340682 0.00075831574424161296
leaf_weight=71 66 93 79 75 52 93 65 63 67 61 82 74 77 821 73 52 89 53 58 57 60 52 52
leaf_count=71 66 93 79 75 52 93 65 63 67 61 82 74 77 821 73 52 89 53 58 57 60 52 52
internal_value=0 0.000486739 0.000732708 0.000411421 0.000498289 0.000816518 0.000803989 0.000668592 0.000815184 0.000286086 0.000831288 0.000729085 0.000843946 0.000856699 0.00087213 0.000268061 0.000629849 0.00072389 0.000757906 0.00074528 0.000659141 0.000340432 0.00080187
internal_weight=0 619 145 474 295 1766 1673 128 1545 113 1313 145 1168 1034 894 179 182 232 140 134 127 104 105
internal_count=2385 619 145 474 295 1766 1673 128 1545 113 1313 145 1168 1034 894 179 182 232 140 134 127 104 105
is_linear=0
shrinkage=0.0032998


Tree=7683
num_leaves=17
num_cat=0
split_feature=4 1 15 15 1 15 1453 0 11 0 157 1 52 4 15 0
split_gain=0.167802 0.148075 0.109922 0.159823 0.157002 0.0874281 0.115792 0.0838538 0.156603 0.113306 0.0776935 0.0863023 0.0767994 0.0716516 0.212298 0.0434984
threshold=0.26665000000000005 0.14426500000000003 -0.14820999999999998 -0.094449999999999992 0.082265000000000019 -0.082179999999999989 -0.068424999999999986 0.11535000000000002 0.075910000000000019 -0.10653 -0.06482499999999998 0.095695000000000016 0.044705000000000002 0.50569000000000008 -0.11664999999999999 -0.091054999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 -1 4 -4 10 -7 8 9 -8 -5 15 13 14 -2 -12
right_child=1 -3 3 5 -6 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.011966150307649375 -0.012490761620255949 0.0090741417857304191 0.0053429903050207549 0.014706171857436624 -0.0046981630552751985 -0.0021634404640855521 0.00039838155318212262 0.00097995992415002807 0.014651925600108707 0.0061410334914811671 0.013360523525794794 0.0024611716383849533 0.0045626749167607741 0.0025543839400291196 0.0021509456568632713 0.0069967728513113904
leaf_weight=77 54 56 94 52 83 54 106 99 58 1286 58 68 60 54 58 68
leaf_count=77 54 56 94 52 83 54 106 99 58 1286 58 68 60 54 58 68
internal_value=0 0.00132516 0.00570548 0.00546666 0.000624277 0.00592923 0.00547298 0.00574036 0.00606414 0.00570502 0.00889497 0.00732806 -0.000586988 -0.00245913 -0.00489241 0.00994038
internal_weight=0 282 2103 2026 177 1849 1603 1549 1450 1392 246 194 226 166 112 126
internal_count=2385 282 2103 2026 177 1849 1603 1549 1450 1392 246 194 226 166 112 126
is_linear=0
shrinkage=0.16829


Tree=7684
num_leaves=24
num_cat=0
split_feature=12 14 403 15 52 484 12 2 3 15 12 156 52 12 160 3 12 3 1212 2 133 52 12
split_gain=0.144862 0.162263 0.133471 0.133083 0.163386 0.0914337 0.0790797 0.0762585 0.156784 0.287751 0.121375 0.0659061 0.0718394 0.0790161 0.0916571 0.0542317 0.045145 0.0750457 0.0440162 0.0572494 0.0561696 0.0437927 0.0285758
threshold=0.083825000000000024 -0.10708499999999999 -0.53317999999999988 0.0056700000000000006 -0.010174999999999998 0.086935000000000012 0.086315000000000017 0.12293000000000001 0.11745500000000002 -0.014614999999999998 -0.036614999999999988 0.10068000000000001 -0.15201999999999996 0.099815000000000015 -0.063044999999999976 -0.092474999999999988 0.089045000000000013 -0.089199999999999988 0.082415000000000016 0.08673500000000002 -0.0082649999999999998 0.10233500000000001 0.089885000000000007
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=1 -1 -2 5 -5 7 18 8 9 10 -3 12 15 16 -15 -8 17 -14 19 20 -4 -16 -18
right_child=2 3 6 4 -6 -7 11 -9 -10 -11 -12 -13 13 14 21 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0091671517272622783 -0.0021481060139634345 0.0015680455727927946 0.0069947315328136644 0.012873641454318336 0.00091555846478594434 -0.0059238529989123394 0.013065106630685995 0.0055918199232852118 -0.0085908491365905698 0.0096234578399263474 -0.0062657310260054782 0.00054530484122186423 -0.0014639036433339216 0.0078547842806443498 -0.0011896857415352362 0.0063507400233870515 0.0096271354315299335 0.0052481883381486957 0.0035236105694781078 0.0059061198706229492 0.014016790700586085 0.004487146218564087 0.006028134233251224
leaf_weight=87 67 132 55 58 74 61 53 84 52 87 97 91 58 61 140 101 76 244 52 101 83 53 418
leaf_count=87 67 132 55 58 74 61 53 84 52 87 97 91 58 61 140 101 76 244 52 101 83 53 418
internal_value=0 0.00234104 0.00519012 0.00141752 0.00618348 0.000187688 0.00550126 0.00101645 -2.30453e-05 0.00138116 -0.00174235 0.00493433 0.00526457 0.00476293 0.00216695 0.0086732 0.00558903 0.00395316 0.00801801 0.00898835 0.0112312 0.000359928 0.00658546
internal_weight=0 732 1653 645 132 513 1586 452 368 316 229 1295 1204 1050 254 154 796 302 291 239 138 193 494
internal_count=2385 732 1653 645 132 513 1586 452 368 316 229 1295 1204 1050 254 154 796 302 291 239 138 193 494
is_linear=0
shrinkage=0.16829


Tree=7685
num_leaves=18
num_cat=0
split_feature=3 14 15 447 16 15 1 47 1447 16 13 1447 457 457 3 160 13
split_gain=0.125041 0.126875 0.134265 0.179004 0.156244 0.1532 0.139592 0.120304 0.119429 0.0968674 0.0933554 0.0773936 0.0764258 0.0689401 0.0536238 0.0255766 0.0143035
threshold=0.25468500000000005 -0.072219999999999993 -0.089484999999999995 0.086460000000000023 -0.11364999999999999 0.035560000000000008 0.088735000000000022 0.10670500000000001 -0.080289999999999986 -0.43370499999999995 -0.009329999999999998 -0.086254999999999984 -0.086894999999999986 0.0033050000000000002 -0.075404999999999986 -0.083619999999999986 -0.080414999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 14 9 11 -8 -11 -6 -10 -14 15 -3 -17
right_child=-2 2 3 -5 8 -7 7 -9 12 10 -12 -13 13 -15 -16 16 -18
leaf_value=0.010816492464182268 -0.0016318550552734666 0 0.016075768201511555 -0.0040767711662499859 0.0043536572181727623 0.0053423387643879994 0.002389598289886647 0.0061825387827772523 0.011600368241435689 -0.00081731080504877029 -0.010253769490345793 -0.0040280520462776552 0.004839336073605459 0.0096609829146663256 0.0084670002478753805 0.0063866078158148175 0.0024503547611996255
leaf_weight=94 90 52 75 57 60 77 62 52 55 57 63 65 1241 91 78 57 52
leaf_count=94 90 52 75 57 60 77 62 52 55 57 63 65 1241 91 78 57 52
internal_value=0 0.0047485 0.0044877 0.00517852 0.00549664 0.0106503 0.00197037 -0.000945002 0.00497736 -0.00299131 -0.00578642 0 0.00542637 0.00517009 0.00483227 0.00306018 0.00452525
internal_weight=0 2288 2194 1721 1664 152 473 234 1512 182 120 125 1387 1332 239 161 109
internal_count=2378 2288 2194 1721 1664 152 473 234 1512 182 120 125 1387 1332 239 161 109
is_linear=0
shrinkage=0.16829


Tree=7686
num_leaves=17
num_cat=0
split_feature=4 11 4 4 16 49 2 42 1447 4 4 1212 2 4 42 2
split_gain=0.093426 0.197679 0.106985 0.124531 0.16471 0.105526 0.125958 0.102141 0.0860925 0.0845691 0.0980895 0.0986142 0.0761926 0.0735185 0.0625706 0.0251993
threshold=0.27161500000000005 0.088215000000000002 0.065590000000000009 0.024315000000000003 -0.052894999999999991 -0.015064999999999999 1.0000000180025095e-35 0.086195000000000008 -0.084149999999999989 -0.47860499999999995 -0.13833499999999996 0.089005000000000015 0.093255000000000018 -0.17689999999999997 0.085355000000000014 0.11161
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -2 -7 -8 14 -10 13 -12 -4 -11 -1 -14
right_child=5 -3 12 4 -6 6 7 -9 9 10 11 -13 15 -15 -16 -17
leaf_value=0.0033668713788664547 -0.0060348307175322373 0.014380547803026056 0.011882885477690588 0.005715042773369104 -0.0057207196413342981 -0.0046471523184929142 0.0082983010392440968 -0.00045641019004314445 0.0094704805809436472 0.0031641670104509303 0.003798863787850488 0.0082957609805888611 0.0023339782991489422 -0.0052510246436812376 -0.004691981184411281 0.0074912736897722668
leaf_weight=54 52 52 75 59 90 53 95 62 82 63 1265 156 56 55 55 54
leaf_count=54 52 52 75 59 90 53 95 62 82 63 1265 156 56 55 55 54
internal_value=0 0.00411999 0.00386062 0.0034787 -0.00118041 0.000742523 0.00242928 0.00482958 0.00388102 0.00418903 0.00390645 0.00429381 0.00772995 -0.000742943 -0.00068304 0.00488207
internal_weight=0 2116 2064 1879 149 262 210 157 1730 1621 1539 1421 185 118 109 110
internal_count=2378 2116 2064 1879 149 262 210 157 1730 1621 1539 1421 185 118 109 110
is_linear=0
shrinkage=0.16829


Tree=7687
num_leaves=22
num_cat=0
split_feature=1 3 1 16 0 39 3 52 14 12 12 1 0 16 16 52 43 483 43 403 3
split_gain=7.073 1.48669 0.652618 0.640146 0.586134 0.487025 0.279221 0.271962 0.270579 0.261425 0.179316 0.218886 0.252638 0.182471 0.13915 0.127274 0.108446 0.0838296 0.0783074 0.0810413 0.0706657
threshold=0.10915500000000002 -0.062184999999999997 0.098370000000000027 0.081265000000000018 0.076335000000000014 0.089130000000000015 0.25468500000000005 -0.036264999999999992 0.062655000000000016 -1.0000000180025095e-35 0.090175000000000019 0.085720000000000005 -0.098179999999999976 0.21684500000000004 -0.17699999999999996 -0.44579999999999992 -0.079329999999999984 0.091685000000000016 0.18822500000000003 -0.52374999999999983 -0.080669999999999978
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=2 7 4 9 8 6 -3 -2 10 -4 11 17 -13 18 -7 -15 -14 20 19 -12 -1
right_child=1 5 3 -5 -6 14 -8 -9 -10 -11 13 12 16 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0011443775917382333 0.0010845778364012609 0.00069164434970650274 0.00059079348420286513 0.0011846306571183832 0.00079211637821314412 0.00040243257143969801 0.00041636989054031628 0.0007631409751380939 0.0013272779422612655 0.00088632533572117025 0.00097694526961468399 0.00086245156828980245 0.00098845385087696983 0.0010463178029419947 0.00016851658793874653 0.00081118069382818587 0.0011804272761291249 0.0010197150479777431 0.00097041767149137618 0.0011145488474772873 0.0012246532837032937
leaf_weight=581 52 97 53 60 67 61 70 67 61 89 58 67 54 52 52 53 93 52 66 402 171
leaf_count=581 52 97 53 60 67 61 70 67 61 89 58 67 54 52 52 53 93 52 66 402 171
internal_value=0 0.000594615 0.00107643 0.000897739 0.00109673 0.000463044 0.000576471 0.000903897 0.00110864 0.000776269 0.00110053 0.00112813 0.00103276 0.00105594 0.000295102 0.000927965 0.00111015 0.00115348 0.00108142 0.00109728 0.00116268
internal_weight=0 399 1979 202 1777 280 167 119 1710 142 1649 1018 214 631 113 105 147 804 526 460 752
internal_count=2378 399 1979 202 1777 280 167 119 1710 142 1649 1018 214 631 113 105 147 804 526 460 752
is_linear=0
shrinkage=0.0032998


Tree=7688
num_leaves=20
num_cat=0
split_feature=4 2 123 15 0 2 0 15 14 484 0 3 16 3 3 43 0 15 3
split_gain=5.03857 1.72463 0.835018 0.497017 0.489811 0.355377 0.275829 0.254859 0.253501 0.230296 0.213931 0.18411 0.15207 0.12892 0.12189 0.0850349 0.0802254 0.0790474 0.0525673
threshold=0.27161500000000005 0.14234000000000005 1.0000000180025095e-35 0.03981500000000001 -0.10803999999999998 0.10859000000000001 -0.075624999999999984 -0.15614499999999998 -0.40349999999999991 -0.053834999999999994 -0.12324999999999998 -0.063814999999999997 -0.069894999999999985 0.11745500000000002 -0.12077499999999998 -0.14265999999999998 -0.080584999999999976 -0.064464999999999981 -0.011659999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 7 -7 -1 -6 12 -11 14 -9 -2 -5 -16 -17 -8 -4
right_child=4 -3 18 11 8 6 17 9 -10 10 -12 -13 -14 -15 15 16 -18 -19 -20
leaf_value=0.0010115002648867645 0.00055493767169084978 0.00025981152173658388 0.00043983501097375312 0.00099605926286337743 0.00034048260047079356 0.00044756232878699083 0.00080908539348904524 0.0010311264451308892 5.7710346713944245e-05 0.0005649649950416006 0.00076538528403945736 0.0010591520618898459 0.0008190965333686696 0.00033043945764810395 0.00072183913846381197 0.00088537685438602482 0.00080983267968257207 0.0006292650521887408 0.00058932619577268164
leaf_weight=54 63 68 56 66 56 62 59 52 91 66 584 54 144 52 60 413 271 54 53
leaf_count=54 63 68 56 66 56 62 59 52 91 66 584 54 144 52 60 413 271 54 53
internal_value=0 0.000777579 0.000794754 0.000810583 0.000292245 0.000762953 0.000625918 0.000789559 0.000165673 0.000775351 0.000745089 0.000869804 0.000875529 0.000453732 0.000857137 0.000844766 0.000855498 0.000723465 0.000512847
internal_weight=0 2116 2048 1939 262 1075 175 900 147 846 650 864 196 115 810 744 684 113 109
internal_count=2378 2116 2048 1939 262 1075 175 900 147 846 650 864 196 115 810 744 684 113 109
is_linear=0
shrinkage=0.0032998


Tree=7689
num_leaves=17
num_cat=0
split_feature=149 2 34 11 11 2 15 12 12 15 42 12 403 159 2 160
split_gain=0.126343 0.149276 0.193578 0.0902215 0.167545 0.0971697 0.209823 0.167121 0.0842156 0.137385 0.0674258 0.0640255 0.0808791 0.0527225 0.0523623 0.0474389
threshold=0.079625000000000015 -0.0091949999999999983 -0.021334999999999996 0.088215000000000002 0.076560000000000003 0.10859000000000001 -0.029334999999999996 0.099815000000000015 0.082295000000000021 -0.0053099999999999996 0.099885000000000015 0.083795000000000022 -0.53379499999999991 0.040035000000000008 0.092925000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 10 -8 9 14 13 -10 -13 -7 -3 -11
right_child=-2 3 -4 -5 -6 6 7 -9 11 15 -12 12 -14 -15 -16 -17
leaf_value=0.0044722057268902424 0.012118081206209158 0.0072792419142031963 -0.0092963168968858145 0.011473790544355633 -0.0037871890714354572 0.0074239615647596624 -0.0098294972931309149 0.0030066285873747646 -0.00066058746543193249 0.0087170614775137628 -0.00025916355157019894 -0.0015216789797445108 0.0051641322604455047 0.0016807717223497433 0.0014344903001435269 0.015638806594268691
leaf_weight=65 59 106 52 52 69 177 61 54 61 56 62 53 1254 62 75 60
leaf_count=65 59 106 52 52 69 177 61 54 61 56 62 53 1254 62 75 60
internal_value=0 0.00421452 -0.00163178 0.00452598 0.0043571 0.004628 0.00231957 -0.00378648 0.00520369 0.00778135 0.00465841 0.00464275 0.00489164 0.00594161 0.00486731 0.0123128
internal_weight=0 2319 117 2202 2150 2081 416 115 1665 297 301 1368 1307 239 181 116
internal_count=2378 2319 117 2202 2150 2081 416 115 1665 297 301 1368 1307 239 181 116
is_linear=0
shrinkage=0.16829


Tree=7690
num_leaves=19
num_cat=0
split_feature=1 39 4 0 0 4 0 131 52 1 30 0 15 0 12 15 0 13
split_gain=2.8447 0.50962 0.448423 0.355231 0.318102 0.325417 0.325139 0.308419 0.340374 0.347805 0.177792 0.174691 0.163147 0.107493 0.120362 0.104739 0.0647753 0.0407769
threshold=0.098370000000000027 0.086210000000000023 -0.17689999999999997 -0.14151499999999997 -0.10653 0.062150000000000004 0.076335000000000014 0.085815000000000016 -0.082824999999999996 0.11212500000000002 0.085570000000000021 -0.037224999999999994 0.079575000000000021 -0.086034999999999986 0.083995000000000014 -0.054259999999999996 -0.064539999999999986 -0.13033499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 12 -5 6 11 8 -4 -10 16 13 -1 15 -15 -6 -3 -11
right_child=1 10 7 4 5 -7 -8 -9 9 17 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00070947394763233964 0.00066597142974265467 0.00023496956414414526 0.00010618071039341989 0.00040463669006959678 0.00064250957888727176 0.00043684167917014524 0.00042647732679465257 0.00055133684331037729 0.00055519000103491933 0.00021050071623624248 7.2260491790853296e-05 0.00083322178126611418 0.00094299051123652132 0.00048472876347734902 0.00063938060277834617 0.00074713271632002648 0.00038833708824889186 0.00033341731177241151
leaf_weight=89 79 74 57 69 224 86 70 97 87 52 54 61 54 61 794 211 53 75
leaf_count=89 79 74 57 69 224 86 70 97 87 52 54 61 54 61 794 211 53 75
internal_value=0 0.000379858 0.000439762 0.000639531 0.000625139 0.000635211 0.000647192 0.000391105 0.000333623 0.000394039 0.000231725 0.000658602 0.000797901 0.000650317 0.000628388 0.000693339 0.000299251 0.000283367
internal_weight=0 628 447 1719 1576 1507 1421 368 271 214 181 1351 143 1290 855 435 127 127
internal_count=2347 628 447 1719 1576 1507 1421 368 271 214 181 1351 143 1290 855 435 127 127
is_linear=0
shrinkage=0.0032998


Tree=7691
num_leaves=12
num_cat=0
split_feature=97 149 14 11 41 0 16 13 3 159 13
split_gain=0.163045 0.161117 0.0949444 0.0891646 0.185245 0.102088 0.367514 0.100793 0.133797 0.11237 0.0830987
threshold=-0.0047149999999999996 0.075040000000000009 -0.10708499999999999 0.086080000000000018 0.075585000000000013 -0.10264999999999998 -0.0092499999999999978 -0.0018299999999999998 -0.049509999999999992 0.065430000000000016 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 10 9 -9 -7 -4
right_child=1 -3 3 -5 -6 7 -8 8 -10 -11 -12
leaf_value=-0.005097903015357323 0.0087468987150987592 0.012564369384249909 0.00015463300926502391 -0.0020488679777658819 0.011062395743378767 0.0033917294452544583 -0.011938778757795525 0.004032407898588373 0.01076235155491331 -0.0016673645015104076 0.0063070725223725935
leaf_weight=62 91 56 134 88 86 1081 57 321 114 140 117
leaf_count=62 91 56 134 88 86 1081 57 321 114 140 117
internal_value=0 0.00363689 0.0034118 0.00318388 0.00340938 0.00307336 0.000253694 0.0035967 0.00580025 0.00281018 0.00302966
internal_weight=0 2285 2229 2138 2050 1964 308 1656 435 1221 251
internal_count=2347 2285 2229 2138 2050 1964 308 1656 435 1221 251
is_linear=0
shrinkage=0.16829


Tree=7692
num_leaves=13
num_cat=0
split_feature=147 39 4 1456 15 157 4 133 0 2 15 475
split_gain=0.120327 0.118508 0.119075 0.118944 0.101513 0.0908008 0.163054 0.0772705 0.0712563 0.0955907 0.0682605 0.0339741
threshold=0.092780000000000015 0.086065000000000016 -0.50215999999999983 -0.090954999999999994 -0.088184999999999986 -0.07928499999999998 -0.0087849999999999977 0.084880000000000025 0.024745000000000003 -0.00097499999999999985 0.087720000000000006 -0.083794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 11 -3 9 -7 -11 -5
right_child=-2 4 3 5 -6 8 -8 -9 -10 10 -12 -13
leaf_value=0.0093734152847469044 0.010282465979092496 0.0051019270669002848 -0.0030861606568231142 0.00052111069422518697 -0.0056524426378529533 0.010531214862450074 -0.0065185859059238684 -0.0027600574348252103 -0.0011038978508224912 0.0042634667155726676 0.0018366621585663599 0.0058344233092199249
leaf_weight=81 60 82 93 68 84 57 75 62 90 1041 484 70
leaf_count=81 60 82 93 68 84 57 75 62 90 1041 484 70
internal_value=0 0.00263645 0.00303979 0.00277951 -0.000998117 0.00306986 -0.000194627 0.00170443 0.00348681 0.00374911 0.00349443 0.00322929
internal_weight=0 2287 2059 1978 228 1885 213 144 1672 1582 1525 138
internal_count=2347 2287 2059 1978 228 1885 213 144 1672 1582 1525 138
is_linear=0
shrinkage=0.16829


Tree=7693
num_leaves=10
num_cat=0
split_feature=16 34 1446 1454 399 1375 43 403 43
split_gain=0.118006 0.103045 0.0818546 0.082223 0.0736124 0.0613496 0.070143 0.353099 0.106803
threshold=-0.54057999999999995 -0.083689999999999987 0.092750000000000013 0.080340000000000009 0.090145000000000017 -0.097394999999999982 0.035255000000000009 -0.020649999999999998 -0.078764999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -7
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.0091203451813161151 -0.0051786841359867152 -0.0031118033497088094 0.007187720321208256 -0.0026484722710153948 -0.0031819654722772222 0.0014968806745903982 -0.010771554322584023 0.0033340806619800386 0.004277352338624113
leaf_weight=71 53 53 94 98 66 675 64 234 939
leaf_count=71 53 53 94 98 66 675 64 234 939
internal_value=0 0.00214443 0.00231983 0.00210406 0.00233426 0.00252046 0.00267752 0.000298654 0.00311563
internal_weight=0 2276 2223 2129 2031 1965 1912 298 1614
internal_count=2347 2276 2223 2129 2031 1965 1912 298 1614
is_linear=0
shrinkage=0.16829


Tree=7694
num_leaves=11
num_cat=0
split_feature=16 97 1456 51 399 1429 474 457 484 12
split_gain=0.0815957 0.102069 0.0745317 0.0836498 0.0687677 0.0817074 0.0955684 0.0550023 0.0490619 0.0437481
threshold=-0.54057999999999995 -0.0047149999999999996 -0.090954999999999994 0.14820500000000003 0.086815000000000017 0.083960000000000021 0.085630000000000012 -0.091754999999999989 0.079595000000000013 0.088035000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 -9 -6
right_child=1 2 3 -5 9 6 -8 8 -10 -11
leaf_value=0.0075854843591409513 -0.0053038716222040417 -0.0026918366070912136 -0.0024788727353173825 -0.0039637803030718446 -0.0052819349347692206 -0.0059199355441468936 0.0025951059231720595 0.0028022992098790272 0.0062135130228985471 0.0013966281542691467
leaf_weight=71 56 93 52 61 52 67 84 1622 130 59
leaf_count=71 56 93 52 61 52 67 84 1622 130 59
internal_value=0 0.00178328 0.00196286 0.00216723 0.00234912 0.00258084 -0.00117119 0.00289589 0.00305644 -0.00171588
internal_weight=0 2276 2220 2127 2066 1955 151 1804 1752 111
internal_count=2347 2276 2220 2127 2066 1955 151 1804 1752 111
is_linear=0
shrinkage=0.16829


Tree=7695
num_leaves=27
num_cat=0
split_feature=1 1 12 47 15 0 16 16 1 403 1 52 47 16 12 15 52 15 15 16 42 42 400 131 52 16
split_gain=11.7457 2.74747 2.46966 0.640558 0.506157 0.428603 0.317476 0.656258 0.315005 0.341184 0.319957 0.316396 0.289394 0.240257 0.200539 0.197362 0.197219 0.190545 0.137918 0.123898 0.0981223 0.0802897 0.0532461 0.0704464 0.0503845 0.0411792
threshold=0.10141500000000002 0.13604000000000002 0.085090000000000013 0.094160000000000008 0.03981500000000001 -0.086984999999999993 -0.41863499999999992 0.022165000000000004 0.092860000000000012 -0.079874999999999988 0.078435000000000019 0.10096500000000001 0.085770000000000027 -0.053214999999999991 0.087805000000000008 0.084785000000000013 -0.026714999999999999 -0.41606999999999994 0.11934000000000002 0.081265000000000018 0.09202500000000001 0.083865000000000009 -0.064794999999999978 0.023795 -0.05670999999999999 -0.0090499999999999973
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=4 2 3 6 8 14 -2 -8 9 -1 11 20 19 -12 21 -7 -15 -3 22 -4 24 -6 -17 25 -11 -24
right_child=1 17 12 -5 5 15 7 -9 -10 10 13 -13 -14 16 -16 18 -18 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.00080951505497854485 0.00053589382091351865 0.00023033399294912588 0.00070798342882815758 0.00077070339651031153 0.0012445375727915347 0.0012250257762522851 0.00011688003656394269 0.00057247711974703602 0.00080391336822392299 0.0010101915789872016 0.00098700296123683823 0.00082458970522069177 0.001099642281665404 0.0010939327864444566 0.0010907504383933747 0.0011544619980921418 0.0013761209214028759 -9.3142837312115917e-06 0.00088306885172884791 0.00093952826290580858 0.00091785794368728457 0.0014340509231343605 0.0010133678597397059 0.0011471452875408911 0.0010883164195262455 0.0011180640613310793
leaf_weight=87 78 71 52 52 56 74 99 53 94 205 62 103 72 52 58 62 61 73 57 53 79 52 349 69 203 55
leaf_count=87 78 71 52 52 56 74 99 53 94 205 62 103 72 52 58 62 61 73 57 53 79 52 349 69 203 55
internal_value=0 0.000506564 0.000631339 0.000439342 0.00103964 0.00109938 0.000364272 0.000275971 0.000987062 0.00100723 0.00102967 0.000992486 0.000937033 0.00115481 0.00125059 0.00106164 0.00124658 0.000108601 0.00104116 0.000825194 0.00102792 0.00133611 0.00105793 0.00104521 0.00104915 0.00102771
internal_weight=0 603 459 282 1778 832 230 152 946 852 765 590 177 175 166 666 113 144 592 105 487 108 535 473 408 404
internal_count=2381 603 459 282 1778 832 230 152 946 852 765 590 177 175 166 666 113 144 592 105 487 108 535 473 408 404
is_linear=0
shrinkage=0.0032998


Tree=7696
num_leaves=24
num_cat=0
split_feature=1 3 2 47 4 3 3 1 3 2 3 159 1212 4 4 42 15 133 3 2 15 42 2
split_gain=6.2138 1.6331 0.960726 0.647102 0.555986 0.445767 0.401523 0.228278 0.238729 0.278568 0.219764 0.171472 0.122869 0.122353 0.185888 0.121438 0.115777 0.10321 0.101115 0.0945935 0.0874043 0.0523518 0.0319239
threshold=0.10044000000000002 -0.058704999999999993 0.14721500000000001 0.098400000000000015 0.41257000000000005 0.091170000000000015 -0.00079499999999999981 0.092860000000000012 -0.14443999999999999 0.089690000000000006 0.25468500000000005 0.082585000000000006 0.087685000000000013 -0.0072499999999999995 -0.07878499999999998 0.089625000000000024 -0.030229999999999996 -1.0000000180025095e-35 -0.087319999999999995 0.10322500000000003 -0.026169999999999995 0.092475000000000016 0.097360000000000016
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 4 3 6 19 7 -3 8 -1 12 -8 13 15 14 -11 20 -9 -15 -14 21 -10 -2 -13
right_child=1 2 -4 -5 -6 -7 10 16 9 11 -12 22 18 17 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0010182713836288349 0.00090420033541187999 0.00015825109705869657 -5.7171855192967611e-06 0.0007035040604439338 0.00037475323624389838 0.00059037560772728372 0.00053312327397481835 0.00059166302377758784 0.0008580010978656269 0.00065584420891717679 0.00027347962267443342 0.00097722048847028896 0.00068057021669674488 0.00059891617005869099 0.00085622160023237205 0.00079502018436674042 0.00079206481157872294 0.00075711945509761942 0.00087663250033889555 0.00066517701191106879 0.00094672823157369 0.00074874984578554571 0.00085191847973499675
leaf_weight=96 52 96 79 62 53 79 92 53 184 67 59 53 56 70 229 103 85 142 65 69 433 52 52
leaf_count=96 52 96 79 62 53 79 92 53 184 67 59 53 56 70 229 103 85 142 65 69 433 52 52
internal_value=0 0.000448639 0.000318585 0.000401611 0.000671762 0.000834126 0.000325689 0.000845513 0.000857078 0.000846411 0.000431906 0.000792365 0.000885763 0.000766845 0.000810985 0.000902449 0.000715354 0.000705049 0.000786184 0.00076255 0.000920325 0.000826814 0.000915502
internal_weight=0 614 388 309 226 1767 247 1688 1550 1454 151 613 841 508 296 720 138 212 121 173 617 104 105
internal_count=2381 614 388 309 226 1767 247 1688 1550 1454 151 613 841 508 296 720 138 212 121 173 617 104 105
is_linear=0
shrinkage=0.0032998


Tree=7697
num_leaves=24
num_cat=0
split_feature=4 12 2 2 12 2 4 2 12 0 11 0 52 12 49 12 160 1454 0 4 4 15 15
split_gain=9.51219 3.49083 1.09757 0.942996 0.731599 0.488254 0.483985 0.362943 0.352852 0.331322 0.322464 0.369875 0.165388 0.144157 0.132123 0.0823764 0.163205 0.067315 0.0646319 0.0636751 0.0598554 0.092193 0.0509452
threshold=0.30163500000000004 0.054520000000000006 0.10774000000000002 -0.0091949999999999983 0.11769500000000001 0.14870000000000003 -0.062109999999999992 0.089885000000000007 0.09141500000000001 -0.13740499999999997 1.0000000180025095e-35 -0.10075499999999998 -0.013014999999999999 0.098330000000000015 0.082865000000000008 1.0000000180025095e-35 -0.074049999999999991 0.081720000000000015 -0.082454999999999987 0.50373500000000015 -0.010189999999999999 0.090725000000000014 -0.071614999999999984
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=1 2 3 -1 8 15 -5 -8 10 -4 11 -3 13 22 20 16 -2 18 -13 -18 21 -14 -10
right_child=5 4 9 6 -6 -7 7 -9 12 -11 -12 17 14 -15 -16 -17 19 -19 -20 -21 -22 -23 -24
leaf_value=0.00055471729929096553 0.00057558043992401151 0.00090310678827251669 0.00035108519727968852 0.0012033510643475501 0.00080910429210290171 0.00010797510048115596 0.0010766697430563113 0.0007424734437448113 0.0010254307514024838 0.00068154100312385916 0.0014107291374938046 0.0012129128311334444 0.0012476531488033907 0.0011107262163018933 0.00097764532342935044 0.00057906156040301617 0.00042986160649142872 0.001070927194180531 0.0011416346040785104 0.00026523498434592567 0.0010484218247962915 0.0011224043758809768 0.00088700960598119352
leaf_weight=65 53 56 55 86 77 53 64 82 52 85 64 531 104 94 64 52 54 60 219 52 66 207 86
leaf_count=65 53 56 55 86 77 53 64 82 52 85 64 531 104 94 64 52 54 60 219 52 66 207 86
internal_value=0 0.00105648 0.000793481 0.000907206 0.00112487 0.00039199 0.00100581 0.000889212 0.00114002 0.000551971 0.00118208 0.00116514 0.00108185 0.00100898 0.0011201 0.000463163 0.000425038 0.00118321 0.00119215 0.000349434 0.00114419 0.0011644 0.000939424
internal_weight=0 2117 437 297 1680 264 232 146 1603 140 930 866 673 232 441 211 159 810 750 106 377 311 138
internal_count=2381 2117 437 297 1680 264 232 146 1603 140 930 866 673 232 441 211 159 810 750 106 377 311 138
is_linear=0
shrinkage=0.0032998


Tree=7698
num_leaves=29
num_cat=0
split_feature=4 3 150 3 0 43 3 13 52 0 4 159 43 0 0 0 402 42 133 43 52 16 1456 133 403 15 0 13
split_gain=18.446 8.12762 2.95899 1.31335 0.912485 0.829826 0.927747 0.682889 0.628993 0.497305 0.455842 0.284837 0.2767 0.246771 0.236129 0.219911 0.156949 0.17824 0.153156 0.152633 0.146503 0.180203 0.135399 0.0798586 0.14055 0.0688651 0.0772898 0.0398925
threshold=0.30163500000000004 -0.064294999999999977 0.091105000000000005 -0.082634999999999986 -0.14666499999999996 -0.035884999999999993 0.12178000000000001 -0.079149999999999984 -0.060549999999999993 -0.17106499999999999 -0.074219999999999994 0.085035000000000013 -0.072864999999999985 -0.087749999999999981 -0.088884999999999978 -0.16802499999999995 0.088920000000000013 1.0000000180025095e-35 -0.024689999999999997 -0.015804999999999996 -1.0000000180025095e-35 -0.065229999999999996 -0.075669999999999987 0.087380000000000013 1.0000000180025095e-35 -0.031659999999999994 -0.094709999999999989 -0.083954999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -2 -1 8 15 14 -3 -5 16 13 -11 -12 25 -7 17 18 -9 -15 -17 -22 -16 24 -24 26 -6 -25
right_child=3 2 -4 9 7 6 -8 10 -10 12 11 -13 -14 19 22 20 -18 -19 -20 -21 21 -23 23 27 -26 -27 -28 -29
leaf_value=0.0020621000048010804 0.00097439626702003823 0.00087852115709130378 0.0005010353383014057 0.00072558542729699743 0.0017485924061433199 0.0016433448402131355 0.0010262950109376431 0.0015215583178489287 0.001331422244029242 0.00017394068804276594 0.001266754037809953 0.001666177265974059 0.00047450275924457272 0.001534852295184955 0.0019051658849076963 0.0015203999918270582 0.001801849000136334 0.0014864491041738212 0.0016923222058575467 0.0013517199072942726 0.0014569489100312593 0.0011771352221852755 0.0018053140011332154 0.0015735855758597548 0.0016248688081192111 0.0015040070867997429 0.0015788934294046202 0.0017140015402006847
leaf_weight=54 73 90 65 53 58 55 72 81 54 58 70 81 80 213 58 69 58 99 250 70 53 52 201 53 68 56 78 59
leaf_count=54 73 90 65 53 58 55 72 81 54 58 70 81 80 213 58 69 58 99 250 70 53 52 201 53 68 56 78 59
internal_value=0 0.00152277 0.00115959 0.000597505 0.001638 0.00125571 0.00135467 0.00162323 0.0010486 0.000453274 0.00156553 0.00148683 0.000348435 0.00144557 0.00170749 0.00145776 0.00163545 0.00161292 0.00165064 0.00148968 0.00139889 0.00131871 0.00175063 0.00172701 0.00175983 0.00160868 0.00165152 0.00164787
internal_weight=0 2117 510 264 1607 445 301 1553 144 191 922 434 138 353 631 229 488 430 331 283 174 105 439 381 269 192 136 112
internal_count=2381 2117 510 264 1607 445 301 1553 144 191 922 434 138 353 631 229 488 430 331 283 174 105 439 381 269 192 136 112
is_linear=0
shrinkage=0.0032998


Tree=7699
num_leaves=23
num_cat=0
split_feature=1 3 4 4 1 47 3 41 1 4 4 52 52 1 43 16 1213 3 43 16 4 43
split_gain=11.9308 2.71415 0.765746 0.731096 0.672877 0.667018 0.570674 0.399896 0.293748 0.363179 0.281999 0.271329 0.227154 0.519736 0.164194 0.163535 0.109221 0.0846326 0.0932981 0.0580881 0.0460685 0.0113967
threshold=0.10293500000000001 -0.058704999999999993 0.24099500000000004 0.30163500000000004 0.14262000000000002 0.10019500000000002 -0.064294999999999977 0.075585000000000013 0.10932500000000002 0.42953500000000006 0.0034000000000000007 -0.088004999999999986 -0.022844999999999997 0.079415000000000013 -0.00059999999999999995 -0.10803999999999998 -0.081719999999999973 -0.13088999999999998 0.0035900000000000007 -0.080894999999999981 0.043850000000000007 -0.0062049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 14 5 8 7 10 -3 -10 16 -8 -13 -14 -2 -12 19 -18 -19 21 -17 -1
right_child=1 4 -4 -5 -6 -7 11 -9 9 -11 15 12 13 -15 -16 20 17 18 -20 -21 -22 -23
leaf_value=0.001386789219620101 0.0010776235117458538 0.00074775630412573081 0.00090459877428695817 0.0007477720791217163 0.0002830597804202273 0.0009627451915111111 0.0013007281064155544 0.0015684983575459744 0.00035088406654283199 0.00065502581939765557 0.0013011228560273541 0.00089463677679087737 0.00098045720512290901 0.0013787637968943939 0.001316816710494515 0.0011709402307202275 0.0011916100702239201 0.001329828912851129 0.0012385384145569111 0.0014630390819893593 0.0010264514115310849 0.0012986686702822991
leaf_weight=53 88 64 60 68 77 54 94 65 98 77 75 53 85 63 52 54 73 765 161 85 57 60
leaf_count=53 88 64 60 68 77 54 94 65 98 77 75 53 85 63 52 54 73 765 161 85 57 60
internal_value=0 0.000728139 0.00127311 0.00102992 0.000558391 0.000630628 0.00128578 0.0013129 0.000555441 0.000484908 0.00130086 0.00115251 0.00108302 0.00115024 0.00116672 0.00117953 0.00131969 0.00130509 0.00131399 0.00139318 0.00109706 0.00134031
internal_weight=0 578 1803 208 370 293 1743 1448 239 175 1383 295 201 148 140 186 1197 999 926 198 111 113
internal_count=2381 578 1803 208 370 293 1743 1448 239 175 1383 295 201 148 140 186 1197 999 926 198 111 113
is_linear=0
shrinkage=0.0032998


Tree=7700
num_leaves=23
num_cat=0
split_feature=1 12 1 12 1 14 52 1 12 15 39 151 1 16 1 12 50 150 0 15 16 156
split_gain=20.8241 3.04703 2.69095 2.1257 1.16975 0.833847 0.600357 0.494437 0.426366 0.416169 0.398971 0.385632 0.37855 0.370827 0.353403 0.508248 0.325137 0.317515 0.224947 0.246984 0.202895 0.12091
threshold=0.10932500000000002 0.054520000000000006 0.13052500000000003 0.085090000000000013 0.088595000000000021 0.076175000000000007 -0.085924999999999987 0.14882500000000001 0.12477500000000001 -0.026169999999999995 0.089650000000000021 -0.016164999999999995 0.079415000000000013 0.22945500000000005 0.080270000000000022 0.083785000000000012 0.089465000000000017 0.082295000000000021 -0.096139999999999989 -0.10556999999999998 -0.11010999999999999 0.087575000000000014
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 4 3 17 12 8 -6 10 9 18 -4 -8 -1 14 15 -11 -16 -2 19 -3 -20 -22
right_child=2 5 7 -5 6 -7 11 -9 -10 13 -12 -13 -14 -15 16 -17 -18 -19 20 -21 21 -23
leaf_value=0.0013605528248791441 0.00085578912994214269 0.0015633444156980076 0.00073150190076655484 0.001370746322476283 0.0014105407002120084 0.0020354657363723648 0.00082043284615264682 0.00019771282422835357 0.0013106658498368978 0.0019658924488881878 0.00036920054947502844 0.0011672524371752616 0.0017160483188387976 0.0019196687708005194 0.0014014154751794917 0.0016518246362163462 0.0016447859731832176 0.00053602122825021162 0.0017557074761376181 0.0012389832117864915 0.00151516825515384 0.0016954460869381576
leaf_weight=81 101 53 77 98 53 52 70 53 52 63 59 72 57 57 114 634 134 52 61 53 280 52
leaf_count=81 101 53 77 98 53 52 70 53 52 63 59 72 57 57 114 634 134 52 61 53 280 52
internal_value=0 0.0015622 0.000766828 0.000990882 0.00127445 0.00162188 0.00110924 0.000469088 0.001608 0.00161828 0.000574586 0.000996533 0.00150764 0.00165752 0.00164167 0.00168026 0.00153306 0.00074734 0.00153942 0.0014015 0.00157654 0.00154351
internal_weight=0 1938 440 251 333 1605 195 189 1553 1501 136 142 138 1002 945 697 248 153 499 106 393 332
internal_count=2378 1938 440 251 333 1605 195 189 1553 1501 136 142 138 1002 945 697 248 153 499 106 393 332
is_linear=0
shrinkage=0.0032998


Tree=7701
num_leaves=15
num_cat=0
split_feature=1 48 4 16 16 12 11 12 43 3 151 16 1456 43
split_gain=0.349331 0.165316 0.121356 0.119552 0.118586 0.118371 0.129431 0.188341 0.0767572 0.166764 0.0559934 0.0758704 0.0729208 0.0337595
threshold=0.11654500000000001 0.088035000000000016 0.41181500000000004 -0.41163499999999992 0.032580000000000005 -0.085719999999999977 1.0000000180025095e-35 0.093225000000000016 -0.14839499999999997 -0.10237999999999998 -0.04886999999999999 -0.011859999999999997 -0.14418499999999998 -0.34140499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -5 -1 8 -8 13 -10 11 -11 -12 -7
right_child=1 -3 -4 4 -6 6 7 -9 9 10 12 -13 -14 -15
leaf_value=0.001847582057020809 -0.00097689053875021567 -0.0055727493543559388 4.1761661308466709e-05 0.012907406132587649 0.0027284173054023162 0.0087912767801388673 0.018856216317098818 0.0065020020477840421 -0.001725162313170193 0.014616035914139671 0.012711722007807491 0.0077647800881276204 0.0067688743348383344 0.014565034386287534
leaf_weight=100 100 76 64 53 85 63 71 70 58 69 62 143 1307 57
leaf_count=100 100 76 64 53 85 63 71 70 58 69 62 143 1307 57
internal_value=0 0.00125157 0.00728374 0.00343832 0.00665076 0.00751459 0.00781191 0.0127357 0.0074162 0.00711254 0.00743789 0.0100031 0.00703933 0.0115488
internal_weight=0 314 2064 238 138 2000 1900 141 1759 1639 1581 212 1369 120
internal_count=2378 314 2064 238 138 2000 1900 141 1759 1639 1581 212 1369 120
is_linear=0
shrinkage=0.16829


Tree=7702
num_leaves=15
num_cat=0
split_feature=2 40 9 151 4 158 12 52 52 16 4 0 0 16
split_gain=0.261693 0.199563 0.16365 0.120705 0.157035 0.0965726 0.134107 0.127056 0.135669 0.0901597 0.0710251 0.067946 0.0630845 0.0172232
threshold=0.13631000000000001 -0.026419999999999996 -1.0000000180025095e-35 0.059255000000000009 0.40124500000000002 0.085900000000000018 -0.088684999999999986 1.0000000180025095e-35 0.081680000000000016 -0.037154999999999994 0.50609000000000004 -0.14733499999999997 -0.082504999999999981 -0.034884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 11 -9 -3 -6 -8 13 -7
right_child=1 9 3 -5 10 12 7 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0022052628218489669 -0.0083152795221097791 0.0076224825081115015 -0.0014795290497907751 0.012212267115193893 -0.0034918445835301535 0.010421233062500411 0.012630103169449666 -0.0023655946143342987 0.0052692429672367529 -0.0017890691054729302 0.0045348325497297235 0.0070682745780970254 0.0063547571619262163 0.014950632462115108
leaf_weight=68 64 64 67 90 69 52 68 73 651 52 57 871 80 52
leaf_count=68 64 64 67 90 69 52 68 73 651 52 57 871 80 52
internal_value=0 -0.00076317 0.00590245 0.00616213 0.00589433 0.00627319 0.00588079 0.00617841 0.00449695 0.00338802 0.000125013 0.00747296 0.00995278 0.0127032
internal_weight=0 180 2198 2130 2040 1914 1730 1663 724 116 126 939 184 104
internal_count=2378 180 2198 2130 2040 1914 1730 1663 724 116 126 939 184 104
is_linear=0
shrinkage=0.16829


Tree=7703
num_leaves=26
num_cat=0
split_feature=1 3 3 4 47 40 4 43 3 1 4 3 16 15 1 475 43 16 401 43 1213 3 160 4 15
split_gain=6.83108 1.21616 1.05141 0.65493 0.608223 0.495813 0.393645 0.372916 0.470823 0.272527 0.256701 0.250388 0.209771 0.161425 0.143361 0.136866 0.134396 0.106077 0.111789 0.195925 0.0955063 0.0929923 0.071056 0.0423952 0.0407231
threshold=0.11156000000000001 -0.064294999999999977 -0.06340999999999998 -0.47860499999999995 0.098400000000000015 -0.080314999999999984 0.10440500000000001 -0.042649999999999993 0.091170000000000015 0.11869500000000001 0.053255000000000004 -1.0000000180025095e-35 -0.085219999999999976 -0.066639999999999991 0.093595000000000025 -0.08230999999999998 -0.080044999999999991 -0.097499999999999989 0.087495000000000003 -0.15318999999999997 -0.088159999999999974 -0.083134999999999987 -0.081539999999999987 0.10534500000000001 0.087235000000000021
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=1 10 6 -3 5 -4 -2 14 11 -7 15 -9 -11 23 -5 16 22 21 19 -19 -21 -17 -1 -12 -20
right_child=2 3 4 7 -6 9 -8 8 -10 12 13 -13 -14 -15 -16 17 -18 18 24 20 -22 -23 -24 -25 -26
leaf_value=0.00095491359495692221 0.00094823412079742355 0.001134406368433539 3.3560538437147228e-05 0.00073276863100859722 0.00068919580441831546 0.00058910912525623462 0.00055970948772126347 0.00083523647541611386 0.00063972719673358101 0.0004283379792869942 0.0010234850777662674 0.0011270887150579593 0.00015609755328406096 0.00073906945585338929 0.00050426306017626644 0.0012044584201832032 0.001238570794708959 0.00081656351267265224 0.0011567204284283219 0.00086467664014150175 0.0010033329031415312 0.0010025524605151491 0.0011258969785587576 0.00088349902008765912 0.0010307405199295335
leaf_weight=60 58 55 55 53 57 54 57 86 91 70 55 53 56 61 73 54 57 76 57 62 839 53 56 53 77
leaf_count=60 58 55 55 53 57 54 57 86 91 70 55 53 56 61 73 54 57 76 57 62 839 53 56 53 77
internal_value=0 0.000958164 0.000488401 0.000798048 0.000382904 0.000308462 0.000755967 0.000745983 0.000825442 0.000392264 0.00100033 0.000946772 0.000307622 0.000877342 0.00060066 0.00101524 0.00110413 0.00100259 0.000992715 0.000980077 0.000993831 0.00110478 0.00103776 0.000955114 0.00108459
internal_weight=0 1971 407 411 292 235 115 356 230 180 1560 139 126 169 126 1391 173 1218 1111 977 901 107 116 108 134
internal_count=2378 1971 407 411 292 235 115 356 230 180 1560 139 126 169 126 1391 173 1218 1111 977 901 107 116 108 134
is_linear=0
shrinkage=0.0032998


Tree=7704
num_leaves=19
num_cat=0
split_feature=4 3 123 14 3 13 155 151 4 4 3 4 3 43 4 50 155 3
split_gain=10.0086 3.18567 1.25792 0.418596 0.433765 0.330571 0.262685 0.235448 0.16293 0.322894 0.157877 0.132502 0.208709 0.198339 0.13048 0.146505 0.0899419 0.0444873
threshold=0.30163500000000004 0.25468500000000005 1.0000000180025095e-35 -0.42214499999999994 -0.080804999999999974 -0.077849999999999989 0.082230000000000011 -0.0077149999999999988 -0.37626499999999991 -0.099704999999999974 -0.011659999999999998 0.053455000000000009 -0.086049999999999988 -0.081639999999999976 -0.080429999999999988 0.10883000000000001 0.12016500000000001 0.12566000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 11 7 -7 -9 -10 -4 12 13 -1 -14 -16 -8 -6
right_child=3 -3 10 4 17 6 16 8 9 -11 -12 -13 14 -15 15 -17 -18 -19
leaf_value=0.001211600844950707 0.00063454904426312722 0.00031493566424069757 0.00064750557958595523 0.00058144260600385717 0.00027339767222103403 0.0009128167389271972 0.0013098813847454125 0.0012369261213724197 0.00085647430950578913 0.0010906520345164087 0.00089509612129293279 0.0010557111182970869 0.0010379305475256943 0.0014626032147890948 0.0012150334533420409 0.0010452073236740069 0.0011249820103167117 0.00015231445312011884
leaf_weight=102 61 58 61 52 96 98 72 74 71 844 55 92 85 55 323 71 55 53
leaf_count=102 61 58 61 52 96 98 72 74 71 844 55 92 85 55 323 71 55 53
internal_value=0 0.00107846 0.00109996 0.000394531 0.000321514 0.00111994 0.00108622 0.00106938 0.00108486 0.00107252 0.000765201 0.00117612 0.00119349 0.00129976 0.00115858 0.00118452 0.00123008 0.000230564
internal_weight=0 2116 2058 262 201 1942 1214 1087 989 915 116 728 636 157 479 394 127 149
internal_count=2378 2116 2058 262 201 1942 1214 1087 989 915 116 728 636 157 479 394 127 149
is_linear=0
shrinkage=0.0032998


Tree=7705
num_leaves=25
num_cat=0
split_feature=1 47 2 52 1 3 2 2 15 16 3 13 52 3 3 16 2 15 52 16 13 2 1 13
split_gain=7.39234 0.959879 0.677979 0.621618 0.694796 0.593867 0.510238 0.340833 0.425229 0.190488 0.166092 0.191065 0.164335 0.136177 0.150441 0.287728 0.112373 0.0962372 0.0878754 0.0841394 0.0768502 0.0541072 0.043315 0.0217413
threshold=0.11156000000000001 0.087885000000000019 0.091955000000000023 -0.45478499999999994 0.089710000000000026 -0.044759999999999994 -0.0091949999999999983 0.13631000000000001 -0.05332499999999999 0.19578000000000004 -0.036004999999999988 -0.016289999999999995 0.40945500000000007 -0.10237999999999998 -0.073444999999999983 -0.056919999999999991 0.088850000000000012 -0.077134999999999995 -0.12005499999999998 -0.065999999999999989 -0.062109999999999992 0.10255500000000002 0.099850000000000008 -0.065269999999999981
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 7 6 22 9 -3 -1 8 20 10 11 23 13 -8 16 -16 18 -6 -15 -18 -2 -13 -4 -5
right_child=1 5 3 4 17 -7 12 -9 -10 -11 -12 21 -14 14 15 -17 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00080447640486737502 0.00049120759961586078 0.0010418092933140372 0.0011157308378819009 0.0010772475982510756 0.00063056954336281415 0.0005588664702641657 0.0012353850054217838 0.00027421807005510577 0.00076017348126110893 0.00083992525715106015 0.0011870195922336489 0.00094229891359643618 0.00094763425811499329 0.00097139164174825442 0.00103829146900295 0.0013553441213060688 0.00091009355914084891 0.00080604897207773468 0.0011140061004442081 0.00108367676581791 0.00031381840095991674 0.00079543772320035916 0.0012496959675273357 0.00098879417635194269
leaf_weight=66 54 54 76 131 75 58 98 100 54 89 53 72 71 55 59 70 67 68 677 64 56 52 52 57
leaf_count=66 54 54 76 131 75 58 98 100 54 89 53 72 71 55 59 70 67 68 677 64 56 52 52 57
internal_value=0 0.000535687 0.00104118 0.000960766 0.000915754 0.000792028 0.00108867 0.000426803 0.000519627 0.000979142 0.00101299 0.000983316 0.0011048 0.001115 0.00110307 0.00121061 0.00108696 0.000714261 0.00110334 0.000995167 0.000401221 0.000880996 0.00117043 0.00105062
internal_weight=0 376 1952 725 597 112 1227 264 164 454 365 312 1161 1090 992 129 863 143 732 131 110 124 128 188
internal_count=2328 376 1952 725 597 112 1227 264 164 454 365 312 1161 1090 992 129 863 143 732 131 110 124 128 188
is_linear=0
shrinkage=0.0032998


Tree=7706
num_leaves=18
num_cat=0
split_feature=2 0 41 0 1213 12 42 1213 2 156 3 156 51 156 1213 42 0
split_gain=0.209363 0.1642 0.149915 0.150688 0.1395 0.127305 0.108404 0.128055 0.0960833 0.0769586 0.140422 0.0834595 0.073949 0.0580785 0.0450779 0.0353747 0.0322368
threshold=0.13290500000000002 -0.074274999999999994 0.083525000000000016 0.12445000000000002 -0.066379999999999981 0.085005000000000011 0.088465000000000002 0.060985000000000004 -0.025904999999999994 0.083125000000000018 -0.15002999999999997 0.091015000000000013 0.077225000000000016 0.089300000000000004 -0.08342999999999999 0.095935000000000006 -0.081704999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 12 -6 10 -10 -11 13 -8 16 -3 -7
right_child=1 15 -4 -5 6 14 7 -9 9 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.01859717840784102 -0.0047828853322555119 0.0026759364286398244 -0.00044700062504562954 0.015988650653451442 -0.00030716391231651075 0.0059901781405956598 0.0064893064144023209 0.016793620591788988 -0.0022863806967961852 0.012563923763462418 0.0064456024352000218 0.0062155850356560936 0.013994359714454261 0.012465250527642 0.013341756435131051 0.0085128874927016211 0.011211489361576182
leaf_weight=54 68 61 62 64 59 99 314 57 55 117 914 121 56 55 60 59 53
leaf_count=54 68 61 62 64 59 99 314 57 55 117 914 121 56 55 60 59 53
internal_value=0 0.00180987 0.00768016 0.00792351 0.00766633 0.0112683 0.00711717 0.00927291 0.006295 0.00661921 0.00594812 0.00934396 0.00826002 0.0073849 0.00939309 0.00556074 0.00782259
internal_weight=0 188 2140 2078 2014 266 1748 482 1266 1207 969 238 425 369 212 120 152
internal_count=2328 188 2140 2078 2014 266 1748 482 1266 1207 969 238 425 369 212 120 152
is_linear=0
shrinkage=0.16829


Tree=7707
num_leaves=30
num_cat=0
split_feature=4 1 16 1 484 1 1446 2 16 1209 133 133 0 0 15 1 4 0 16 16 43 43 4 0 51 15 1210 43 133
split_gain=0.242293 0.199903 0.155406 0.212282 0.128985 0.111596 0.103409 0.0826725 0.133588 0.124268 0.123558 0.0993296 0.0605768 0.101193 0.0991456 0.0551716 0.0548936 0.0428421 0.0611797 0.0745403 0.0553916 0.0725151 0.057682 0.041873 0.0396574 0.0510231 0.0373401 0.0331693 0.0309059
threshold=-0.047714999999999987 0.12007000000000002 -0.065564999999999984 0.13849500000000003 0.079595000000000013 0.091900000000000023 0.085465000000000027 0.088885000000000006 -0.077589999999999978 -1.0000000180025095e-35 0.022390000000000004 -0.024689999999999997 -0.23141499999999995 -0.10891999999999999 -0.044164999999999989 0.095695000000000016 0.054560000000000004 -0.082594999999999988 -0.008069999999999999 0.26676500000000009 -0.085154999999999995 -0.077604999999999993 -0.012224999999999998 -0.061654999999999995 -0.04652499999999999 0.03981500000000001 -0.052634999999999994 -0.075574999999999989 0.14793500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 12 3 -3 5 6 7 8 9 -1 11 -9 -2 14 15 -14 17 20 -19 -20 22 -22 -15 27 -7 -26 -11 -18 -12
right_child=1 2 -4 -5 -6 24 -8 10 -10 26 28 -13 13 16 -16 -17 23 18 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=-0.00058445867128120276 0.010568914454988643 -0.0024676756549457655 -0.0058248225389676504 0.0112515497256111 0.014761150570354032 0.0071806337883811109 -0.00056628975404359177 0.0054820608296295694 0.014744789386335687 0.01243141554305624 0.011661507006699479 -0.0036797643711899597 0.0073237105646002994 0.0063193747856786203 -0.0038044546646533082 0.0010607425945482209 0.0044212051241550214 0.0013160952219867922 0.01093606440955156 0.0030054309480394698 0.003302125658423808 0.0090782035234939096 0.013659114031245478 0.0074815278394058018 0.0084156238823765959 0.01488024404706937 0.0074380735659229239 -0.00074499970993298511 0.0059352763849563244
leaf_weight=52 61 74 85 56 73 62 55 69 77 52 52 65 78 52 62 83 73 85 70 66 117 133 77 54 59 90 270 67 59
leaf_count=52 61 74 85 56 73 62 55 69 77 52 52 65 78 52 62 83 73 85 70 66 117 133 77 54 59 90 270 67 59
internal_value=0 0.00445596 -0.00022154 0.00342832 0.00791639 0.00739512 0.00642846 0.00698379 0.00834028 0.0070169 0.0044794 0.00102448 0.00539052 0.00507815 0.00189872 0.00410613 0.00596886 0.00676773 0.00488391 0.00710059 0.00786147 0.00638219 0.0107144 0.00348884 0.0108272 0.0123325 0.00825003 0.00193597 0.00863402
internal_weight=0 1293 215 130 1035 962 751 696 451 374 245 134 1078 1017 223 161 794 600 221 136 379 250 129 194 211 149 322 140 111
internal_count=2328 1293 215 130 1035 962 751 696 451 374 245 134 1078 1017 223 161 794 600 221 136 379 250 129 194 211 149 322 140 111
is_linear=0
shrinkage=0.16829


Tree=7708
num_leaves=19
num_cat=0
split_feature=1 150 41 1 15 40 484 3 2 15 2 2 2 402 156 0 15 13
split_gain=0.163106 0.131847 0.0906027 0.0864614 0.0824091 0.0845299 0.0624066 0.0754162 0.101552 0.061904 0.101277 0.098445 0.0960433 0.0808283 0.0677432 0.0609352 0.0446665 0.0370032
threshold=0.11156000000000001 0.084680000000000019 0.08110500000000001 0.10797500000000002 -0.13800499999999996 -0.03549999999999999 0.076210000000000014 -0.087414999999999979 0.087575000000000014 -0.0070899999999999991 0.11266500000000002 0.11366500000000002 0.10272000000000002 0.11942500000000002 0.083125000000000018 0.024745000000000003 -0.077134999999999995 -0.0042499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 5 -2 9 -8 -9 10 12 13 14 15 -1 -11 -14 -6
right_child=1 -3 -4 -5 17 -7 7 8 -10 11 -12 -13 16 -15 -16 -17 -18 -19
leaf_value=0.0032874519403256223 0.0056694992865410788 -0.0039197251914783451 -0.0009770212695609543 0.012601132516098465 0.0092093754784733049 -0.0021840071866586512 0.013397472156794448 0.0011188798531824085 0.009772021570567356 0.0064164121514353068 0.00956996138545879 -0.00068113734127615573 -0.0048855427153557647 0.0003431010443551012 0.0084154886559976178 0.010716173851107322 0.0020759003917292279 0.0033322392919295789
leaf_weight=402 65 88 57 52 73 96 60 64 98 722 82 56 52 56 90 109 52 54
leaf_count=402 65 88 57 52 73 96 60 64 98 722 82 56 52 56 90 109 52 54
internal_value=0 0.00177166 0.00560688 0.00580587 0.00351693 0.000975504 0.00561316 0.00827346 0.00636459 0.00524772 0.00401354 0.00613317 0.00324605 0.00656541 0.00422916 0.00698256 -0.00138755 0.00672458
internal_weight=0 376 1952 1895 288 161 1843 222 162 1621 678 943 596 887 492 831 104 127
internal_count=2328 376 1952 1895 288 161 1843 222 162 1621 678 943 596 887 492 831 104 127
is_linear=0
shrinkage=0.16829


Tree=7709
num_leaves=27
num_cat=0
split_feature=1 1 4 2 14 51 48 2 15 158 1 15 2 51 42 1 42 51 4 4 42 4 15 15 42 1
split_gain=5.5726 0.986712 0.645842 0.414012 0.413937 0.531658 0.268874 0.2557 0.421259 0.246119 0.203775 0.177552 0.173593 0.28708 0.160311 0.158991 0.141012 0.107807 0.0969783 0.0793924 0.0658089 0.0573515 0.130495 0.048235 0.0479696 0.0307318
threshold=0.10538500000000002 0.12419000000000001 0.043850000000000007 0.10045500000000002 0.062655000000000016 0.055195000000000008 0.081275000000000014 0.14234000000000005 -0.12640499999999996 1.0000000180025095e-35 0.084795000000000023 -0.037184999999999996 0.092365000000000017 -0.095334999999999989 0.086125000000000021 0.085265000000000021 0.079170000000000004 0.11504000000000002 0.070595000000000005 -0.090609999999999982 -1.0000000180025095e-35 -0.011269999999999997 0.085505000000000012 -0.088489999999999985 0.097935000000000008 0.11400500000000001
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 3 4 14 5 12 17 8 -3 10 18 25 15 -14 -2 19 20 -7 -4 -1 -15 22 -17 -21 -18 -5
right_child=1 7 9 11 -6 6 -8 -9 -10 -11 -12 -13 13 16 -16 21 24 -19 -20 23 -22 -23 -24 -25 -26 -27
leaf_value=0.0010991461168245043 0.00063891371977943187 0.00024941404880007151 0.00062917893870478457 0.00049348772176714272 0.0011698451908021504 0.00090372623019760164 0.00060008055216749046 0.00018271033943937422 0.00063619521348623465 0.00090276315829454696 0.00050298268449006762 0.00067945959016209084 0.0010459892286717278 0.00079468533652256551 0.00089411870133816892 0.00072743391054725401 0.00096061934074888897 0.00071219537582755028 0.00081504574497789743 0.00089137630620008941 0.00064263620180855861 0.00098470583266924605 0.0009048283162823794 0.00097660299465516056 0.00081393419970258519 0.00038336545650668839
leaf_weight=55 52 72 54 72 64 95 84 88 54 67 58 52 68 76 59 64 57 52 79 97 59 52 178 516 52 52
leaf_count=55 52 72 54 72 64 95 84 88 54 67 58 52 68 76 59 64 57 52 79 97 59 52 178 516 52 52
internal_value=0 0.000489844 0.00088287 0.00061643 0.00090812 0.000896967 0.000750499 0.000319913 0.000415457 0.000729179 0.000668103 0.000516298 0.000923497 0.000854679 0.000774881 0.000945779 0.000801218 0.000836213 0.000739846 0.000974422 0.000728495 0.00088058 0.00085806 0.000963174 0.000890964 0.000447592
internal_weight=0 501 1827 287 1569 1505 231 214 126 258 191 176 1274 312 111 962 244 147 133 668 135 294 242 613 109 124
internal_count=2328 501 1827 287 1569 1505 231 214 126 258 191 176 1274 312 111 962 244 147 133 668 135 294 242 613 109 124
is_linear=0
shrinkage=0.0032998


Tree=7710
num_leaves=24
num_cat=0
split_feature=4 3 1 15 0 1427 0 51 0 159 3 52 1 159 15 52 3 159 4 0 52 3 4
split_gain=5.9546 2.28941 1.22028 0.417099 0.403064 0.271363 0.240912 0.227379 0.187796 0.185925 0.176296 0.168187 0.16005 0.14076 0.121208 0.112537 0.362159 0.104147 0.100959 0.0780907 0.0582932 0.0508593 0.0501584
threshold=0.30163500000000004 -0.059629999999999996 0.10364000000000002 -0.41606999999999994 -0.061994999999999995 0.082260000000000014 -0.072174999999999975 0.07955000000000001 -0.079249999999999987 0.082200000000000009 -0.085374999999999993 -0.048309999999999992 0.13301500000000002 0.09678500000000001 -0.026169999999999995 -0.43706499999999993 -0.116045 -0.012419999999999999 0.0051600000000000005 -0.082784999999999984 0.097655000000000006 -0.080634999999999984 0.043850000000000007
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=1 5 7 12 11 6 9 8 22 10 14 -4 -2 -11 -1 -8 -17 -16 19 -12 21 -18 -3
right_child=3 2 4 -5 -6 -7 15 -9 -10 13 18 -13 -14 -15 17 16 20 -19 -20 -21 -22 -23 -24
leaf_value=0.00074260157535979991 0.00054527434834983617 0.00098879795739557929 0.00045885353342780649 0.00015841182784659212 0.00023841605297638592 0.0011606616136482929 0.00094358061413977892 0.00062701136009807941 0.00073521257639210837 0.0011804155268231949 0.0010124874721949137 0.00070457230508353427 0.00032990979232410848 0.00096899398239085337 0.00076069482929738436 0.00056483082469676628 0.00074802149149365337 0.00092224253152343506 0.00085409891690957048 0.00092855073022896127 0.00096257335861300571 0.00088882885238075662 0.00085456698545095257
leaf_weight=68 75 75 71 97 61 54 87 66 96 59 325 55 78 92 54 55 53 305 87 218 58 74 62
leaf_count=68 75 75 71 97 61 54 87 66 96 59 325 55 78 92 54 55 53 305 87 218 58 74 62
internal_value=0 0.000867568 0.000669117 0.00032826 0.000459593 0.000928243 0.000920044 0.00080004 0.000848901 0.000941793 0.000926039 0.000566391 0.000435711 0.00105184 0.00087337 0.00083959 0.000801746 0.000898041 0.000961682 0.000978854 0.00087199 0.000830344 0.000928308
internal_weight=0 2075 486 250 187 1589 1535 299 233 1208 1057 126 153 151 427 327 240 359 630 543 185 127 137
internal_count=2325 2075 486 250 187 1589 1535 299 233 1208 1057 126 153 151 427 327 240 359 630 543 185 127 137
is_linear=0
shrinkage=0.0032998


Tree=7711
num_leaves=19
num_cat=0
split_feature=4 4 3 13 2 4 484 15 15 52 15 13 1212 1212 15 4 52 49
split_gain=0.219401 0.239726 0.143734 0.193204 0.213942 0.126461 0.122466 0.106509 0.103918 0.0994581 0.0880203 0.11455 0.0694078 0.0773185 0.140218 0.068298 0.0666414 0.0662722
threshold=0.25472500000000003 0.45363500000000007 0.25468500000000005 -0.086919999999999983 -1.0000000180025095e-35 0.30163500000000004 0.085515000000000022 -0.0070899999999999991 -0.06784999999999998 -0.012574999999999998 -0.14820999999999998 0.25694000000000006 0.08401500000000002 -0.080434999999999993 -0.0096849999999999974 0.59999500000000017 0.14564000000000002 -0.0066849999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 12 -5 -2 10 8 -8 -3 -6 16 13 -1 17 -11 -12 -15
right_child=1 9 -4 4 6 -7 7 -9 -10 15 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0055427921205131389 0.0016785438620680912 -0.00065683131050483731 -0.002794974414164225 -0.0049988858669852655 0.012960783482376052 -0.0083108131820411289 -0.00034639541173856305 -0.0044455111981818313 0.00989251935338103 0.012567568224251013 0.0067839389851411889 -0.0013569765060950315 0.0044645408014699454 0.0040341846133577514 0.017124802492534421 0.004349864888823861 0.0031333294781668393 0.012367010280150022
leaf_weight=58 64 52 52 54 54 81 59 57 53 54 1137 57 56 53 100 63 164 57
leaf_count=58 64 52 52 54 54 81 59 57 53 54 1137 57 56 53 100 63 164 57
internal_value=0 0.00112352 0.00591399 0.00614608 0.00539968 -0.00388933 0.00575598 0.00146082 0.00448276 0.00543512 0.00626879 0.00600137 0.00990708 0.0110376 0.0125467 0.00815801 0.00632514 0.00836844
internal_weight=0 314 2011 1959 1635 145 1581 169 112 169 1412 1358 324 268 210 117 1301 110
internal_count=2325 314 2011 1959 1635 145 1581 169 112 169 1412 1358 324 268 210 117 1301 110
is_linear=0
shrinkage=0.16829


Tree=7712
num_leaves=19
num_cat=0
split_feature=4 13 39 43 4 14 151 14 4 4 48 13 50 159 151 4 13 4
split_gain=8.78502 2.43691 1.37314 0.697242 0.539613 0.240523 0.247259 0.221235 0.312101 0.209961 0.207477 0.196925 0.17095 0.170228 0.128865 0.103069 0.102935 0.0552338
threshold=0.30163500000000004 -0.28558999999999996 0.085495000000000015 -0.078059999999999977 0.005935000000000001 0.019675000000000002 -0.086439999999999989 -0.44847999999999993 0.5137400000000002 -0.37626499999999991 0.091545000000000015 -0.0021749999999999994 -1.0000000180025095e-35 0.083310000000000009 -0.11633499999999998 0.42098500000000005 0.039845000000000012 0.056640000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 14 -2 15 16 12 -11 -6 17 -3 -9 -8 -14
right_child=7 2 3 -5 10 -7 9 8 -10 11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00051202095908195857 0.00064680776601688231 0.0011420074885802158 0.00062480451384450998 0.0011030988929185955 0.00090730528895544677 0.0014049480768403924 0.0013976791726129248 0.00038595260685890016 0.00056741398963846873 0.001198889886421836 0.00086152689320955888 0.0010959198738280914 0.00097559773348249179 0.0012829542571686319 0.00092020895507750064 0.00018701938854385201 0.0012070820492190591 0.0011098174899574938
leaf_weight=71 54 60 83 56 54 54 77 65 79 946 61 270 56 54 60 52 59 114
leaf_count=71 54 60 83 56 54 54 77 65 79 946 61 270 56 54 60 52 59 114
internal_value=0 0.00111371 0.00113501 0.000817752 0.00115864 0.00118525 0.00117717 0.000458684 0.000406674 0.00119008 0.0010387 0.00117606 0.00107745 0.00111832 0.0010314 0.000297839 0.00131525 0.00106581
internal_weight=0 2075 2004 139 1865 1526 1472 250 196 1352 339 1216 278 224 120 117 136 170
internal_count=2325 2075 2004 139 1865 1526 1472 250 196 1352 339 1216 278 224 120 117 136 170
is_linear=0
shrinkage=0.0032998


Tree=7713
num_leaves=17
num_cat=0
split_feature=3 123 14 48 13 12 160 12 52 52 43 49 1453 43 2 49
split_gain=0.181521 0.122014 0.0845382 0.139986 0.137406 0.138227 0.331783 0.1331 0.121889 0.119949 0.111669 0.0848733 0.0828839 0.0821634 0.0734992 0.0652865
threshold=0.31343500000000007 0.085740000000000011 -0.072219999999999993 0.10184000000000001 -0.08533499999999998 0.084645000000000012 -0.089549999999999991 0.08401500000000002 -0.12329499999999999 -0.0036349999999999998 -0.081374999999999989 0.083250000000000005 -1.0000000180025095e-35 -0.078469999999999984 0.10332000000000001 0.10311000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 10 -8 -5 -4 13 -7 -9 -3 -14
right_child=-2 14 3 9 5 12 8 11 -10 -11 -12 -13 15 -15 -16 -17
leaf_value=0.011236573942286526 -0.0019878628711162446 0.0050764977545143392 0.0080339519133407668 0.0044861210864869626 -0.010187109114304782 0.012390290777146618 0.011463945293205357 -2.818913319305013e-05 0.0027177203586767535 -0.006060039130172638 0.018514597127562298 0.012321769462114295 0.0061068088309580446 0.0070551357114224866 -0.0031341899584589935 0.0012168047368067187
leaf_weight=78 96 54 57 74 52 56 56 60 238 52 60 63 975 197 72 85
leaf_count=78 96 54 57 74 52 56 56 60 238 52 60 63 975 197 72 85
internal_value=0 0.00547245 0.00577728 0.00556611 0.00592655 0.00514082 0.00219384 0.00855114 0.00438978 0.000119479 0.013424 0.00676388 0.00605288 0.00539445 0.000370418 0.00571638
internal_weight=0 2229 2103 2025 1899 1462 346 437 294 126 117 320 1116 257 126 1060
internal_count=2325 2229 2103 2025 1899 1462 346 437 294 126 117 320 1116 257 126 1060
is_linear=0
shrinkage=0.16829


Tree=7714
num_leaves=19
num_cat=0
split_feature=4 52 3 13 133 484 0 52 133 4 4 4 393 0 0 48 52 1213
split_gain=0.139274 0.184384 0.0947007 0.108283 0.136133 0.125481 0.105937 0.139257 0.0950044 0.0893907 0.0757673 0.0744205 0.0727601 0.0787684 0.0811349 0.0840754 0.0500464 0.0321793
threshold=0.25472500000000003 0.12371000000000001 0.25468500000000005 -0.086919999999999983 -0.024689999999999997 -0.011659999999999998 -0.030209999999999997 -1.0000000180025095e-35 0.084065000000000015 0.49433000000000005 0.51400500000000016 0.30163500000000004 0.10159000000000001 -0.051594999999999995 -0.065064999999999998 0.10911000000000001 -0.40809499999999993 -0.013534999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 17 -6 12 16 -7 11 -11 -2 13 14 15 -5 -8 -1
right_child=1 -3 -4 6 5 8 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0011096014287327077 0.00091738134502036318 0.0097479422759227177 -0.002254206285431042 0.0044108881859959738 0.0043598286996830906 0.017578964611685399 0.0077760426641477962 -0.0061943316099667229 0.008286874102336847 0.0060003851173220813 -0.0023301964136488319 -0.0071862481497424399 0.010836402477883986 0.010197271812389747 -0.000758762378064183 0.010996226119611404 0.00089171791000712379 0.0063863243610242379
leaf_weight=69 53 56 52 1187 61 75 52 58 55 70 55 80 57 70 81 58 72 64
leaf_count=69 53 56 52 1187 61 75 52 58 55 70 55 80 57 70 81 58 72 64
internal_value=0 0.00099195 0.00481035 0.00499879 0.00781674 0.0107002 0.00443927 0.000600476 0.0136615 -0.000901612 0.00232056 -0.00394347 0.00491887 0.00467597 0.00438314 0.00471912 0.00379318 0.00366228
internal_weight=0 314 2011 1959 324 191 1635 182 130 258 125 133 1453 1396 1326 1245 124 133
internal_count=2325 314 2011 1959 324 191 1635 182 130 258 125 133 1453 1396 1326 1245 124 133
is_linear=0
shrinkage=0.16829


Tree=7715
num_leaves=15
num_cat=0
split_feature=12 2 13 15 2 4 48 13 11 4 2 51 52 12
split_gain=5.56045 3.45529 1.08064 0.7518 0.744724 0.722057 0.5938 0.554364 0.477692 0.404787 0.349303 0.243427 0.138949 0.128431
threshold=-0.040564999999999997 0.12454500000000002 -0.16392499999999996 -0.26826999999999995 0.15020000000000003 0.36766000000000004 0.087215000000000015 0.22245000000000001 1.0000000180025095e-35 -0.0018749999999999997 0.094835000000000017 0.099265000000000006 0.026115000000000003 0.092615000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -3 7 9 8 10 -5 11 -4 -12 -10
right_child=1 4 5 6 -6 -7 -8 -9 13 -11 12 -13 -14 -15
leaf_value=0.0003152792715599429 0.00064248104945468219 0.00073035680326490981 0.0011183870305653089 0.00063330870856455302 0.00023510800917879703 0.00077734516359345479 0.0004627631388452023 0.00080631977667384514 0.001429871825700258 0.0010419479452700789 0.00094618080895804131 0.001325869610226936 0.0010824601286915827 0.001203637721865486
leaf_weight=97 60 89 1187 54 53 76 83 65 62 53 184 67 159 55
leaf_count=97 60 89 1187 54 53 76 83 65 62 53 184 67 159 55
internal_value=0 0.00104291 0.00107976 0.000552331 0.000545759 0.00109388 0.000673167 0.00110739 0.00111878 0.000836048 0.00110374 0.0011295 0.00100946 0.00132382
internal_weight=0 2057 1915 287 142 1855 190 1779 1714 107 1597 1254 343 117
internal_count=2344 2057 1915 287 142 1855 190 1779 1714 107 1597 1254 343 117
is_linear=0
shrinkage=0.0032998


Tree=7716
num_leaves=15
num_cat=0
split_feature=4 376 42 16 457 4 11 4 159 158 159 1213 1453 1212
split_gain=6.52766 0.870459 0.836193 0.574783 0.312428 0.288637 0.285642 0.346277 0.245653 0.489077 0.1707 0.135778 0.169137 0.0864859
threshold=0.30163500000000004 0.048375000000000008 0.128055 -0.54057999999999995 0.10259500000000001 0.51224500000000017 1.0000000180025095e-35 -0.49013999999999996 0.08728000000000001 0.084905000000000022 0.10275500000000001 -0.07797999999999998 -1.0000000180025095e-35 0.087685000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 -5 8 -8 11 10 -10 13 -13 -1
right_child=3 -3 -4 5 -6 -7 7 -9 9 -11 -12 12 -14 -15
leaf_value=0.00096014411325662393 0.00053929751817477034 0.00049689831395087708 0.00043278177645429976 0.00028843528683376336 0.00058410823538828413 3.406353582906956e-05 0.00079482624989288416 0.0011409279144757082 0.00045379711535327005 0.00090568779875926605 0.00071211883787059937 0.0010163223220038971 0.00082473487883092929 0.00081874579521155162
leaf_weight=173 57 93 58 98 53 97 56 75 59 90 55 54 1255 71
leaf_count=173 57 93 58 98 53 97 56 75 59 90 55 54 1255 71
internal_value=0 0.000809919 0.000824464 0.000247545 0.00083615 0.000162082 0.000843206 0.000993245 0.000832 0.000723152 0.000578735 0.000846275 0.000832665 0.000919144
internal_weight=0 2092 1999 252 1941 195 1888 131 1757 204 114 1553 1309 244
internal_count=2344 2092 1999 252 1941 195 1888 131 1757 204 114 1553 1309 244
is_linear=0
shrinkage=0.0032998


Tree=7717
num_leaves=24
num_cat=0
split_feature=4 2 3 2 4 11 2 0 0 3 15 4 16 0 2 0 4 15 3 2 1213 1446 4
split_gain=11.1657 4.5248 2.48874 1.18046 0.926862 0.657506 0.614073 0.422889 0.410469 0.406654 0.449133 0.338636 0.296513 0.253554 0.135159 0.133781 0.0989724 0.123056 0.0978585 0.0929647 0.0856427 0.0810012 0.0198298
threshold=0.30163500000000004 0.14721500000000001 -0.052614999999999995 0.14019000000000004 -0.057539999999999994 1.0000000180025095e-35 0.098215000000000011 -0.13972999999999997 -0.077914999999999984 -0.11756999999999999 -0.45726999999999995 -0.00013999999999999996 0.062910000000000008 -0.097074999999999981 0.097880000000000009 -0.082234999999999989 0.032965000000000001 -0.035449999999999988 0.0037100000000000002 0.090485000000000024 -0.084704999999999989 0.086320000000000022 -0.035694999999999991
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=1 2 5 9 14 12 11 -8 -7 -2 -11 -6 13 19 -4 21 17 22 -13 -1 -17 -15 -14
right_child=3 -3 4 -5 6 8 7 -9 -10 10 -12 18 16 15 -16 20 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0013338237724121241 0.00093446231997740931 0.00040155326274301611 0.0014438574298997918 0.00018394671501446755 0.00091406503580242617 0.0018330068436889114 0.00065340870237786341 0.0010355972637630477 0.001451867896688489 0.0007898672544007847 0.00040024098935552004 0.0013486559998750946 0.0014361571194874577 0.0014250453409852249 0.0012125576340255813 0.0014946416166202435 0.0011549492879566611 0.0012010328656164393 0.0011390540758257693 0.0011480454487641659 0.0013457437000993912 0.0015649272337796842 0.0013263914887202174
leaf_weight=68 57 59 67 65 52 55 71 58 74 66 64 52 52 582 52 52 72 76 53 60 430 55 52
leaf_count=68 57 59 67 65 52 55 71 58 74 66 64 52 52 582 52 52 72 76 53 60 430 55 52
internal_value=0 0.00130325 0.0013294 0.000567751 0.00109751 0.00138707 0.000995206 0.000825519 0.00161464 0.00070097 0.000598322 0.00113441 0.00136746 0.00138861 0.00134308 0.00140478 0.00126267 0.00130556 0.00124319 0.00124702 0.00136188 0.00143718 0.00138161
internal_weight=0 2092 2033 252 405 1628 286 129 129 187 130 157 1499 1247 119 1119 252 180 105 128 482 637 104
internal_count=2344 2092 2033 252 405 1628 286 129 129 187 130 157 1499 1247 119 1119 252 180 105 128 482 637 104
is_linear=0
shrinkage=0.0032998


Tree=7718
num_leaves=19
num_cat=0
split_feature=4 2 12 2 16 14 12 4 4 4 12 1210 2 4 475 2 16 12
split_gain=6.07888 2.46478 1.9144 0.84883 0.637682 0.561437 0.559421 0.484238 0.433405 0.235582 0.215011 0.202991 0.185592 0.139676 0.117914 0.097302 0.089574 0.0817008
threshold=0.30163500000000004 0.14271500000000001 -0.073474999999999985 0.098365000000000022 -0.41574999999999995 0.062655000000000016 0.087495000000000003 -0.053824999999999991 -0.0030749999999999996 -0.26545999999999997 0.082780000000000006 -0.080859999999999974 0.12708000000000003 -0.00013999999999999996 -0.065099999999999977 0.10713500000000002 -0.080419999999999978 0.10597500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 12 9 7 -5 -1 -4 13 -12 15 -11 -8 -2 -16 -18
right_child=4 -3 3 6 -6 -7 14 -9 -10 10 11 -13 -14 -15 16 -17 17 -19
leaf_value=0.00038690688059001379 0.00046360436248107868 0.00029394331969884185 0.001190612862172263 0.00087895725141666405 0.00013807865774707862 0.0013104242860516653 0.0010514653152017995 0.00046957010680447774 0.00076253193851106671 0.00072154444520177786 0.000838965880883148 0.00099718108038871931 0.00032241816962897063 0.00094657879102955404 0.0009923432435559132 0.00066173358341985904 0.00088328625335476821 0.00072160090691819113
leaf_weight=77 56 69 57 55 88 59 52 75 60 60 99 1137 52 65 55 56 120 52
leaf_count=77 56 69 57 55 88 59 52 75 60 60 99 1137 52 65 55 56 120 52
internal_value=0 0.000907985 0.000928911 0.000956296 0.000365243 0.000993249 0.000822761 0.000643043 0.000551671 0.000980027 0.000971182 0.000984537 0.000486922 0.000838844 0.000906374 0.000562984 0.000872982 0.000834609
internal_weight=0 2092 2023 1886 252 1477 409 130 137 1418 1361 1236 164 125 279 112 227 172
internal_count=2344 2092 2023 1886 252 1477 409 130 137 1418 1361 1236 164 125 279 112 227 172
is_linear=0
shrinkage=0.0032998


Tree=7719
num_leaves=19
num_cat=0
split_feature=2 48 1456 133 123 3 133 3 402 4 13 12 16 16 15 2 4 15
split_gain=0.339229 0.138534 0.14539 0.140507 0.116988 0.093113 0.0910579 0.0860116 0.0853024 0.217156 0.106843 0.143362 0.0876252 0.0383893 0.0332616 0.0275567 0.0504296 0.0133545
threshold=0.14823500000000003 -0.087924999999999989 -0.071109999999999993 -0.088524999999999979 0.081990000000000021 -0.090989999999999988 0.08517000000000001 -0.080669999999999978 0.023625000000000004 -0.079554999999999987 -0.11122999999999998 0.081095000000000014 0.41235500000000008 -0.08069999999999998 -0.090554999999999983 0.088930000000000023 -0.079554999999999987 -0.070049999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 5 8 -4 -6 17 10 -10 11 -5 -12 15 -2 16 -7 -3
right_child=14 2 3 4 6 13 -8 -9 9 -11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.015221767363213007 -1.4456182726897727e-07 0.0064947741488437334 0.015733383211306164 0.0078127618177640593 -0.0038381757710332556 0.011407966286915048 0.0047341164210402166 0.016641397434683087 -0.0055743079352742501 0.0074235089422619409 0.0072895375597448759 -0.0043000748537236075 0.0027065344858331168 0.0053658608720220484 -0.006054145049549129 0.012610414773264451 0.0042478441816127324 0.010423014762704973
leaf_weight=54 52 52 55 52 63 60 79 58 61 90 1160 59 133 97 52 59 54 54
leaf_count=54 52 52 55 52 63 60 79 58 61 90 1160 59 133 97 52 59 54 54
internal_value=0 0.00677593 0.00656647 0.00617366 0.00555714 0.00938735 0.000918264 0.0113986 0.0059796 0.00216084 0.00638902 0.00135822 0.00681951 0.00808798 -0.00304442 0.00960387 0.00803209 0.0085129
internal_weight=0 2240 2186 2022 1697 325 142 164 1555 151 1404 111 1293 270 104 173 114 106
internal_count=2344 2240 2186 2022 1697 325 142 164 1555 151 1404 111 1293 270 104 173 114 106
is_linear=0
shrinkage=0.16829


Tree=7720
num_leaves=15
num_cat=0
split_feature=1 160 49 150 0 0 15 0 0 49 16 15 1 15
split_gain=0.212014 0.129876 0.127418 0.127608 0.147166 0.21506 0.196955 0.127322 0.10599 0.179065 0.0975406 0.0954366 0.0946304 0.0591534
threshold=0.14787500000000001 -0.53908999999999996 0.15638000000000005 0.089155000000000012 -0.10803999999999998 -0.13740499999999997 -0.24042999999999998 -0.14989499999999997 -0.085719999999999977 -0.05529499999999999 -0.10346499999999999 -0.088184999999999986 0.11189500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -6 13 9 -5 11 -8 -12 -3
right_child=-2 2 -4 8 6 -7 10 -9 -10 -11 12 -13 -14 -15
leaf_value=0.013454424731029714 -0.0045134582948653176 0.0072425559720051191 -0.0024151755436275383 0.0044491755540600362 -0.0019621721087964817 0.017869056382581974 -0.0030024863002930343 0.0011781801619696894 0.0060692466270537157 -0.0086563415536713324 0.0061323564729021595 0.0059189137392679442 0.012546856744157472 0.014466552641705439
leaf_weight=61 58 86 55 65 92 70 64 70 94 54 1373 72 69 53
leaf_count=61 58 86 55 65 92 70 64 70 94 54 1373 72 69 53
internal_value=0 0.00577303 0.00556087 0.00576461 0.00619242 0.00977879 0.00559218 0.00706054 0.00184161 -0.00148277 0.00603375 0.0017074 0.00644054 0.01001
internal_weight=0 2278 2217 2162 1949 279 1670 209 213 119 1578 136 1442 139
internal_count=2336 2278 2217 2162 1949 279 1670 209 213 119 1578 136 1442 139
is_linear=0
shrinkage=0.16829


Tree=7721
num_leaves=21
num_cat=0
split_feature=3 43 3 4 13 3 2 16 4 16 16 42 402 2 49 4 50 456 16 42
split_gain=0.232217 0.146915 0.201032 0.227177 0.152189 0.224354 0.144577 0.295431 0.0896455 0.116448 0.248195 0.0882093 0.085585 0.0842494 0.0739159 0.0678487 0.0599275 0.0656366 0.0241314 0.0182086
threshold=0.30112000000000005 -0.034884999999999992 -0.14443999999999999 -0.10429499999999998 0.078685000000000019 -0.10237999999999998 0.084095000000000017 -0.012564999999999998 0.0045450000000000013 -0.42618999999999996 0.062365000000000011 0.11387000000000001 -0.085044999999999996 0.091205000000000008 -0.05529499999999999 -0.00045499999999999995 0.10732000000000001 0.08733500000000001 -0.067534999999999998 -0.021269999999999997
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 2 -1 -4 5 -3 7 18 11 -10 13 16 -8 -11 -14 -16 17 -5 19 -7
right_child=-2 4 3 8 -6 6 12 -9 9 10 -12 -13 14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.011771645866541131 -0.0033345432176638779 0.015986969393795656 -0.0078229609781254907 0.0051415043471919044 5.3839101166051635e-05 0.0080731748711271242 0.010534318252143177 0.02085512694207332 0.0063802156271958238 -0.0014431120608778907 0.0057924971340835496 -0.0020458681544295327 0.0097466721378543716 -0.010483213400058358 0.0050521375640338916 0.0010355318320254664 0.0012466204248907876 0.011384938338716748 0.0098875831680063538 0.0042094129303553475
leaf_weight=80 100 73 52 534 99 57 69 53 82 57 85 53 62 61 325 190 101 53 53 97
leaf_count=80 100 73 52 534 99 57 69 53 82 57 85 53 62 61 325 190 101 53 53 97
internal_value=0 0.00494411 0.00362434 0.00301805 0.00636016 0.00699604 0.00626963 0.00962784 0.00356925 0.0010246 -0.00112991 0.00454553 0.00491524 -0.00613161 0.00424018 0.00357377 0.00505591 0.00570828 0.00674454 0.00565117
internal_weight=0 2236 1158 1078 1078 979 906 260 1026 285 203 741 646 118 577 515 688 587 207 154
internal_count=2336 2236 1158 1078 1078 979 906 260 1026 285 203 741 646 118 577 515 688 587 207 154
is_linear=0
shrinkage=0.16829


Tree=7722
num_leaves=22
num_cat=0
split_feature=3 123 0 3 0 3 13 3 49 0 42 132 43 49 157 52 403 3 132 52 484
split_gain=6.90535 5.0318 0.928296 0.814737 0.756835 0.694973 0.533341 0.373012 0.341301 0.288913 0.356037 0.220417 0.245491 0.211019 0.274671 0.259101 0.121568 0.154627 0.134471 0.108314 0.080057
threshold=0.11745500000000002 0.081990000000000021 -0.07304999999999999 0.06269000000000001 -0.067329999999999987 0.30112000000000005 0.11251500000000002 -0.06340999999999998 -0.011389999999999999 -0.10891999999999999 0.087130000000000027 0.082150000000000015 -0.041094999999999993 0.088165000000000007 -0.037734999999999998 0.047850000000000011 -0.00015499999999999997 -0.095764999999999989 0.081465000000000024 0.088555000000000009 -0.012019999999999998
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 2 8 6 -3 -2 7 11 9 -1 -11 12 -4 16 -15 -16 17 -10 20 -19 -18
right_child=5 4 3 -5 -6 -7 -8 -9 13 10 -12 -13 -14 14 15 -17 18 19 -20 -21 -22
leaf_value=0.00093454431549879521 0.00068696637334327894 0.00076936013735137004 0.0012433678812643167 0.0014490435429890772 0.00032356588227590218 0.00026901804921818681 0.00072868387579369119 0.00080766124987890835 0.0014762970131423703 0.0013582701413324841 0.00099118725928601251 0.00089489190663020275 0.0010530361339788988 0.0013621122625134712 0.00097676190134781521 0.001235162044751998 0.0013220881767277927 0.001312244789474391 0.0010726529351097911 0.001162018908931236 0.0012244871420739353
leaf_weight=79 77 103 128 53 70 100 62 57 54 66 53 52 187 52 103 75 131 271 56 71 436
leaf_count=79 77 103 128 53 70 100 62 57 54 66 53 52 187 52 103 75 131 271 56 71 436
internal_value=0 0.00112934 0.00117637 0.00105899 0.000589185 0.000451036 0.00101638 0.00105836 0.00122008 0.0010913 0.00119508 0.0010972 0.00113049 0.00124046 0.00114845 0.00108584 0.00126119 0.00130786 0.00123148 0.00128116 0.0012471
internal_weight=0 2159 1986 539 173 177 486 424 1447 198 119 367 315 1249 230 178 1019 396 623 342 567
internal_count=2336 2159 1986 539 173 177 486 424 1447 198 119 367 315 1249 230 178 1019 396 623 342 567
is_linear=0
shrinkage=0.0032998


Tree=7723
num_leaves=23
num_cat=0
split_feature=2 1 151 49 15 1 13 52 2 15 2 1 13 1456 42 2 475 52 52 15 15 1
split_gain=0.224471 0.0967434 0.202095 0.131088 0.126456 0.118452 0.1854 0.117352 0.117031 0.0945326 0.0914827 0.123523 0.113501 0.0990779 0.0862482 0.0769411 0.0652833 0.0575243 0.0641712 0.056774 0.0442128 0.0354575
threshold=0.16730000000000003 0.088735000000000022 -0.080889999999999976 0.0083400000000000019 -0.41971499999999995 0.091960000000000014 -0.023454999999999997 -0.13370999999999997 0.11585500000000001 -0.080074999999999993 0.084095000000000017 0.083250000000000005 -0.012149999999999999 -0.0083149999999999977 0.092160000000000006 0.084995000000000015 -0.085684999999999997 0.047850000000000011 -0.0041199999999999995 -0.067469999999999988 0.080840000000000009 0.10797500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 4 8 6 -6 21 -4 -3 11 12 -1 19 -9 -15 -17 18 -18 -12 -19 -7
right_child=-2 2 3 -5 5 7 -8 14 -10 -11 13 -13 -14 15 -16 16 17 20 -20 -21 -22 -23
leaf_value=0.0081253482821573384 -0.0059694508247357036 0.0011875853597944107 -0.0045725337826812403 -0.002225483171647516 -0.0046964942902887564 0.00073842096472917713 0.0088352624975507991 0.011666115476477177 0.006212341654158425 -0.0077038605571974426 -0.0024504275237691841 0.004136155567418625 0.018234929489382986 0.00080393810736096281 0.0056909864567095238 0.01140593751813874 0.0058971274190934182 0.0095168625029669607 0.0017633611322445085 0.0044226999530724495 0.0059083122933372414 0.0065487770178656989
leaf_weight=80 55 85 63 71 61 68 54 194 52 56 70 93 53 84 108 63 314 152 163 66 277 54
leaf_count=80 55 85 63 71 61 68 54 194 52 56 70 93 53 84 108 63 314 152 163 66 277 54
internal_value=0 0.00489631 0.00349007 0.00462465 0.00537107 0.00645215 0.00164193 0.00775257 0.000288483 -0.00233103 0.00575567 0.00887051 0.0121675 0.00516211 0.00953526 0.00571451 0.00613834 0.00577007 0.00448831 0.000871851 0.00719105 0.00332494
internal_weight=0 2281 866 725 654 539 115 424 115 141 1415 226 133 1189 302 1053 969 906 477 136 429 122
internal_count=2336 2281 866 725 654 539 115 424 115 141 1415 226 133 1189 302 1053 969 906 477 136 429 122
is_linear=0
shrinkage=0.16829


Tree=7724
num_leaves=21
num_cat=0
split_feature=1 52 39 47 14 1 42 16 1 11 16 49 11 48 16 3 16 43 13 13
split_gain=9.70959 1.24853 0.965573 0.642379 0.992812 0.630643 0.540176 0.515665 0.481043 0.467528 0.37219 0.323883 0.319224 0.281864 0.251822 0.242275 0.238284 0.169433 0.153606 0.0961479
threshold=0.10684 -0.24526499999999998 0.081875000000000017 0.085505000000000012 -0.42214499999999994 0.11551000000000002 0.12199500000000001 -0.5103049999999999 0.092655000000000015 1.0000000180025095e-35 0.037060000000000003 -0.014869999999999998 0.085630000000000026 0.11553500000000001 -0.014034999999999997 0.06269000000000001 -0.15796999999999997 0.060785000000000013 -0.011494999999999998 -0.080079999999999998
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 -2 6 4 -3 -6 7 -1 -4 10 11 14 -11 -5 -9 18 19 -13 -12 -7
right_child=1 3 8 13 5 16 -8 9 -10 12 15 17 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00079913780661773637 0.0010342287222671973 0.00080121348756552122 0.0010138629869729566 0.00087622175137309541 0.00055891946890668633 0.00019314271480962465 0.00078692748577032694 0.00081606058790457525 0.0005863567586452676 0.0015260381777583104 0.0010125339516777352 0.001170091331279256 0.0011621561667558879 0.00053627680036065994 0.001120965420792332 0.001200928027187881 2.9439364818876613e-05 0.001045453474710844 0.00082424048745316243 0.0003929314694026712
leaf_weight=55 52 58 56 55 81 53 57 59 60 52 170 978 56 53 62 57 57 142 69 54
leaf_count=55 52 58 56 55 81 53 57 59 60 52 170 978 56 53 62 57 57 142 69 54
internal_value=0 0.000551873 0.00108571 0.000490759 0.000412596 0.000320453 0.00110501 0.00111565 0.000793043 0.00112622 0.00111133 0.00113663 0.00133768 0.000709723 0.000972584 0.00100516 0.00020246 0.00115432 0.00095832 0.0002943
internal_weight=0 463 1873 411 303 245 1757 1700 116 1645 1537 1241 108 108 121 296 164 1120 239 107
internal_count=2336 463 1873 411 303 245 1757 1700 116 1645 1537 1241 108 108 121 296 164 1120 239 107
is_linear=0
shrinkage=0.0032998


Tree=7725
num_leaves=18
num_cat=0
split_feature=3 13 39 13 0 52 160 15 0 52 15 484 157 403 1211 3 15
split_gain=0.357433 0.156207 0.145555 0.18938 0.17348 0.124019 0.288791 0.103805 0.0957985 0.188834 0.143996 0.0738113 0.0727469 0.0635533 0.0609832 0.058609 0.0484753
threshold=0.11745500000000002 -0.48634999999999995 0.10076500000000001 -0.097984999999999989 -0.13513499999999998 -0.048309999999999992 -0.079999999999999988 -0.094449999999999992 -0.071719999999999992 0.0029250000000000005 0.041820000000000003 -0.085759999999999989 0.090460000000000013 -0.5288449999999999 0.10406000000000001 0.30112000000000005 -0.013969999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5 -8 11 -10 -11 -7 16 -13 -15 -3 -9
right_child=1 15 -4 5 -6 8 7 12 9 10 -12 13 -14 14 -16 -17 -18
leaf_value=0.005546257112651028 0.0034969769190847429 -0.0038243871442150434 -0.0025387975539848261 -0.0078432916146964436 -0.0068873411821549759 0.010495936159199793 -0.0013835986069612321 0.0044317713729036855 0.014749371724364923 0.00053323376593971804 0.010655107152157065 -0.00099777633126959934 -0.00022263728820259482 0.0053591957931229499 -2.5297265192099148e-05 -0.011450503354915586 0.0082933816930012994
leaf_weight=54 56 64 88 64 77 67 82 238 93 87 74 52 62 917 63 53 154
leaf_count=54 56 64 88 64 77 67 82 238 93 87 74 52 62 917 63 53 154
internal_value=0 -0.00379079 0.00415247 0.00443588 -0.00174833 0.00485161 0.00283187 0.00410986 0.00574596 0.00870139 0.00519668 0.00506127 0.00510603 0.0047067 0.00501122 -0.00729431 0.00595342
internal_weight=0 173 2172 2084 131 1953 600 536 1353 254 161 1099 454 1032 980 117 392
internal_count=2345 173 2172 2084 131 1953 600 536 1353 254 161 1099 454 1032 980 117 392
is_linear=0
shrinkage=0.16829


Tree=7726
num_leaves=14
num_cat=0
split_feature=4 398 48 48 0 4 4 48 132 15 48 15 13
split_gain=0.207373 0.149734 0.134797 0.100247 0.105687 0.188109 0.298323 0.230872 0.111882 0.129926 0.0917971 0.0675293 0.0671134
threshold=0.51400500000000016 1.0000000180025095e-35 0.12118000000000002 0.10866500000000003 -0.10891999999999999 0.076415000000000025 -0.06512999999999998 0.083830000000000002 0.089075000000000015 -0.41309499999999993 0.090390000000000012 0.054100000000000002 -0.065824999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 -6 -11 -10 -7
right_child=-2 -3 -4 -5 8 12 7 -9 11 10 -12 -13 -14
leaf_value=0.0077022378250698013 -0.0052368566286688598 0.011875772699780778 -0.0037192995991412641 0.010479799127208766 0.012224710815232388 0.0012938134967984964 -0.015235396319180073 -0.0012992675780200975 -0.0043493909143147306 0.0040760436622962097 -0.0011317511482222997 0.0034259168291326395 0.0090431238582294148
leaf_weight=53 84 56 80 54 53 62 58 81 76 1466 102 54 66
leaf_count=53 84 56 80 54 53 62 58 81 76 1466 102 54 66
internal_value=0 0.00327102 0.00305168 0.00330743 0.00311955 0.000301211 -0.00302435 -0.00712727 0.00363358 0.00401478 0.00373613 -0.00110583 0.00530359
internal_weight=0 2261 2205 2125 2071 320 192 139 1751 1621 1568 130 128
internal_count=2345 2261 2205 2125 2071 320 192 139 1751 1621 1568 130 128
is_linear=0
shrinkage=0.16829


Tree=7727
num_leaves=10
num_cat=0
split_feature=2 11 4 4 401 1210 1210 148 15
split_gain=0.243875 0.108298 0.124241 0.118097 0.0994697 0.0982678 0.237368 0.0875849 0.0319294
threshold=0.17000000000000001 0.093970000000000012 0.51326500000000019 0.40945500000000007 0.087110000000000007 -0.082214999999999983 -0.05860499999999999 -0.066239999999999979 0.086070000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -6
right_child=-2 -3 -4 -5 8 6 7 -9 -10
leaf_value=0.0095527461503409003 -0.008497949818377766 -0.0041333733156635865 -0.0039846553386476422 0.0087863163796216351 0.0094011749074196863 -0.0087689668269371971 -0.0027077400834737875 0.0029127026446341643 0.0046533373791464551
leaf_weight=55 56 63 71 101 76 53 82 1698 90
leaf_count=55 56 63 71 101 76 53 82 1698 90
internal_value=0 0.00273559 0.00293081 0.00315948 0.00288192 0.00253315 0.00232154 0.00265277 0.00683787
internal_weight=0 2289 2226 2155 2054 1888 1833 1780 166
internal_count=2345 2289 2226 2155 2054 1888 1833 1780 166
is_linear=0
shrinkage=0.16829


Tree=7728
num_leaves=30
num_cat=0
split_feature=1 3 12 1 2 3 2 4 4 3 12 13 49 3 43 4 13 4 49 3 3 3 43 43 52 12 4 42 42
split_gain=5.72766 0.962743 0.867687 0.620743 0.584878 0.377292 0.364609 0.34616 0.289575 0.2889 0.255134 0.174971 0.157869 0.148726 0.0948438 0.152735 0.133224 0.282345 0.0947068 0.0933703 0.0754084 0.0647633 0.0615719 0.0914099 0.0761092 0.0680651 0.0610942 0.0503992 0.0422676
threshold=0.11156000000000001 -0.055839999999999994 0.083325000000000024 0.088735000000000022 0.14794000000000004 -0.012769999999999998 -1.0000000180025095e-35 0.10440500000000001 -0.0097949999999999982 -0.10077999999999999 0.090175000000000019 -0.0074049999999999993 -0.046739999999999997 -0.063814999999999997 -0.069944999999999993 -0.080164999999999986 0.10891000000000002 -0.049744999999999991 0.088030000000000011 0.084735000000000019 0.088465000000000002 -0.08095999999999999 -0.085224999999999981 -0.082219999999999988 -0.016219999999999995 0.084345000000000017 -0.030434999999999993 -1.0000000180025095e-35 -0.053844999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 9 6 -5 -3 -2 -7 -1 12 -8 -4 14 16 -16 17 -12 -19 27 -10 -17 24 -24 -14 -25 -23 -11 -27
right_child=1 4 10 5 -6 8 11 -9 20 19 13 -13 22 -15 15 21 -18 18 -20 -21 -22 26 23 25 -26 28 -28 -29 -30
leaf_value=0.00062484723934039623 0.00084452941604590671 0.00015627715088295264 0.00077508638215572994 0.00034234006588317278 3.6033838485683601e-05 0.00086283605152995941 0.00038045834077179953 0.00048132907003335879 0.00065292747836077436 0.00089140907743683528 0.00060091667330489486 0.00062255407608843686 0.00092690065495338117 0.00070678451601882361 0.0010030536632510407 0.00075537270522414669 0.00093597055669127722 0.00092619018380007436 0.00074916480971299107 0.00079484767150080841 0.00047345314960507196 0.00092028834813147266 0.00079916772370039588 0.00082072979986026805 0.0010828676005571732 0.00088128132336400889 0.00079706166314610363 0.0010432889291257018 0.00096871560069998626
leaf_weight=52 55 54 72 52 71 55 83 61 55 53 74 55 76 85 101 65 71 85 59 54 52 143 61 52 72 85 72 54 366
leaf_count=52 55 54 72 52 71 55 83 61 55 53 74 55 76 85 101 65 71 85 59 54 52 143 61 52 72 85 72 54 366
internal_value=0 0.000403172 0.000846399 0.000714358 0.000292477 0.000588289 0.000387125 0.00065384 0.000667019 0.000840854 0.000883011 0.000477201 0.000925146 0.000839211 0.000855959 0.000891084 0.000809531 0.000768189 0.000853904 0.000910401 0.000566036 0.000850569 0.000940271 0.000923744 0.00100301 0.000938782 0.000879186 0.000968388 0.000952315
internal_weight=0 379 1966 427 263 214 192 116 162 213 1539 138 784 755 670 381 289 218 144 161 107 280 712 564 148 503 215 107 451
internal_count=2345 379 1966 427 263 214 192 116 162 213 1539 138 784 755 670 381 289 218 144 161 107 280 712 564 148 503 215 107 451
is_linear=0
shrinkage=0.0032998


Tree=7729
num_leaves=26
num_cat=0
split_feature=12 12 4 12 150 150 49 49 151 124 160 4 12 403 12 403 151 1213 12 133 4 403 133 16 4
split_gain=0.130113 0.239207 0.138985 0.135298 0.0999578 0.0974389 0.119475 0.0712949 0.0677717 0.081003 0.0589217 0.130952 0.067439 0.0742935 0.0628682 0.0612345 0.0586289 0.0550406 0.0511852 0.0495412 0.0442172 0.0408629 0.0275193 0.026882 0.0232524
threshold=0.083795000000000022 0.082295000000000021 0.51326500000000019 0.13969000000000004 0.10571000000000001 0.087000000000000008 -0.062709999999999974 -0.082184999999999994 -0.012764999999999997 -0.081214999999999982 -0.012309999999999998 -0.080344999999999986 0.086795000000000011 -0.076404999999999987 0.087435000000000013 -0.072134999999999991 -0.0038099999999999996 -1.0000000180025095e-35 -0.042789999999999988 0.088765000000000011 -0.049024999999999992 -0.41825499999999993 0.089625000000000024 -0.022939999999999999 -0.081689999999999985
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=1 2 5 4 10 7 -7 -1 -9 -10 11 -2 13 -12 23 17 -17 -14 -11 -18 -16 -19 -22 -13 -15
right_child=3 -3 -4 -5 -6 6 -8 8 9 18 12 14 15 24 20 16 19 21 -20 -21 22 -23 -24 -25 -26
leaf_value=0.009064821307085311 -0.0058416819604218718 -0.009578170789016351 -0.0049858485273529332 -0.0049321674835559898 0.010842132488931984 0.0031136548298983054 -0.0072892120229468777 -0.0015331193405086793 0.010048843903800182 -0.00087885776991394426 0.0021356636592705434 -0.0030549686292325462 0.010607926904982242 0.011643673965426427 0.00024612987592795223 0.0078002066019320065 0.0028955350312337216 0.0067089232709205762 0.0042169497118433909 -0.00093280079913240469 0.0044500784189936572 0.0019068802182908089 0.0090713036006413138 0.0021428317933821581 0.0072340384339249905
leaf_weight=61 55 58 78 52 55 69 57 79 52 77 68 53 52 56 54 56 447 107 198 121 134 97 52 60 97
leaf_count=61 55 58 78 52 55 69 57 79 52 77 68 53 52 56 54 56 447 107 198 121 134 97 52 60 97
internal_value=0 0.000786002 0.00168454 0.00349786 0.00377929 0.00256496 -0.00157815 0.00368664 0.00287416 0.00394442 0.00352068 0.00178547 0.00416207 0.00679894 0.00297892 0.00349781 0.00259334 0.00569542 0.00278359 0.00207683 0.00452043 0.00443441 0.00575169 -0.000279176 0.00885977
internal_weight=0 729 671 1616 1564 593 126 467 406 327 1509 408 1101 221 353 880 624 256 275 568 240 204 186 113 153
internal_count=2345 729 671 1616 1564 593 126 467 406 327 1509 408 1101 221 353 880 624 256 275 568 240 204 186 113 153
is_linear=0
shrinkage=0.16829


Tree=7730
num_leaves=28
num_cat=0
split_feature=4 1 3 1 3 4 150 16 150 133 4 3 3 42 13 402 160 1 133 42 475 51 3 16 42 13 4
split_gain=9.09896 2.74742 1.33271 0.651059 0.417198 0.328582 0.283457 0.268934 0.21551 0.179039 0.149431 0.123604 0.207186 0.144284 0.119173 0.272323 0.284403 0.109706 0.086737 0.076667 0.0520063 0.0528933 0.0480164 0.0427933 0.0611565 0.019377 0.012544
threshold=0.30163500000000004 0.104035 -0.036004999999999988 0.13301500000000002 -0.073629999999999987 0.42953500000000006 0.083435000000000023 -0.083479999999999985 0.084680000000000019 0.11588000000000002 -0.0087849999999999977 0.096440000000000012 -0.0053599999999999993 -0.067534999999999998 -0.07965499999999999 0.085575000000000026 -0.079999999999999988 0.085720000000000005 0.090570000000000012 -0.09693499999999998 -0.085024999999999989 -0.0044849999999999985 -0.08632999999999999 -0.096494999999999984 0.083665000000000003 -0.010094999999999998 -0.0094899999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 5 7 -2 9 17 -4 11 -3 12 13 -6 20 16 -16 18 23 -18 -9 26 -23 24 -1 -25 -22
right_child=3 2 8 -5 6 -7 -8 14 -10 -11 -12 -13 -14 -15 15 -17 19 -19 -20 -21 21 22 -24 25 -26 -27 -28
leaf_value=0.0013842898431652485 0.00040239835748500681 0.0011361096060104861 0.00067755349048809655 0.00022006215335854766 0.0012381913221255463 0.00071534452392208142 0.00083440772657555125 0.0010836869912173557 0.00041773214220989423 0.00090558824634826647 0.00090339115347506352 0.00096746605494990958 0.001278091177358174 0.0010324958934290608 0.00087099182761198372 0.0012870732435805035 0.0012209848479438359 0.0013706671391926105 0.0011005099197395293 0.0010883305130266756 0.00131579168534922 0.0010967193349909973 0.0012099486178781646 0.0012354568219190658 0.0012263405078678171 0.0011482069705919407 0.001222553445986893
leaf_weight=53 71 75 96 100 52 77 56 52 56 53 54 55 89 155 65 80 62 66 61 318 52 71 141 118 71 58 52
leaf_count=53 71 75 96 100 52 77 56 52 56 53 54 55 89 155 65 80 62 66 61 318 52 71 141 118 71 58 52
internal_value=0 0.00109558 0.00079194 0.000426325 0.00114349 0.000565453 0.00105714 0.00117355 0.000582062 0.00108792 0.00103897 0.00111535 0.00114271 0.00108434 0.0011405 0.00110757 0.00107522 0.0012426 0.00121908 0.00111007 0.00118738 0.00120433 0.00117219 0.00124308 0.00129414 0.0012069 0.00126951
internal_weight=0 2061 281 248 1780 148 460 1320 152 404 129 351 296 207 893 525 445 427 361 380 368 316 212 300 124 176 104
internal_count=2309 2061 281 248 1780 148 460 1320 152 404 129 351 296 207 893 525 445 427 361 380 368 316 212 300 124 176 104
is_linear=0
shrinkage=0.0032998


Tree=7731
num_leaves=19
num_cat=0
split_feature=3 13 49 13 0 49 49 1455 474 13 0 133 403 48 0 4 0 51
split_gain=0.249079 0.184769 0.116603 0.0901856 0.0844184 0.145488 0.287651 0.0778597 0.0745807 0.0732264 0.0686502 0.0685883 0.0711168 0.0852359 0.0661571 0.14148 0.0544371 0.0379257
threshold=0.11745500000000002 -0.24588999999999997 -0.15302999999999997 0.26746000000000009 -0.086284999999999987 -0.020999999999999994 -0.07107999999999999 0.077080000000000023 0.088585000000000011 -0.096444999999999989 -0.11471499999999998 -0.081804999999999989 0.060270000000000011 0.086035000000000014 -0.081804999999999975 -0.069734999999999978 -0.087284999999999988 -0.063174999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 4 5 6 -4 9 11 -7 -2 14 13 -13 -6 -16 -11 -10
right_child=1 -3 3 -5 8 7 -8 -9 17 16 -12 12 -14 -15 15 -17 -18 -19
leaf_value=0.011605202021938842 0.0053417728079030455 -0.010516905217465984 0.0066061025053644196 0.010677464743176828 0.00050541364073512275 0.010175037196279433 -0.0096352804332732883 0.012207736173075186 0.0097946378570559281 0.0040679212396157053 -0.003103794274449072 0.0016498609374012731 -0.0041576994017166347 0.0071911751728165408 0.01363356515568619 0.0017865219695583107 0.0095012354712938549 0.0037435751724851571
leaf_weight=56 57 57 74 53 52 82 53 54 60 440 52 844 53 87 58 57 60 60
leaf_count=56 57 57 74 53 52 82 53 54 60 440 52 844 53 87 58 57 60 60
internal_value=0 -0.00274928 0.00401128 0.00380666 0.00362674 0.00502897 -0.000157651 0.00606748 0.00278355 0.00549468 0.00129621 0.00236491 0.00182699 0.00216961 0.00552367 0.00777718 0.00472351 0.00678408
internal_weight=0 166 2143 2087 2034 763 127 636 1271 582 109 1151 984 931 167 115 500 120
internal_count=2309 166 2143 2087 2034 763 127 636 1271 582 109 1151 984 931 167 115 500 120
is_linear=0
shrinkage=0.16829


Tree=7732
num_leaves=14
num_cat=0
split_feature=3 15 123 3 447 132 49 131 0 49 15 133 43
split_gain=2.64524 1.62155 0.978964 0.353263 0.341305 0.190569 0.214887 0.192998 0.177365 0.171367 0.15886 0.0947654 0.0687333
threshold=0.11745500000000002 -0.37478999999999996 0.081180000000000016 0.31534000000000006 0.086460000000000023 0.082230000000000011 -0.13878999999999997 0.083410000000000026 -0.10075499999999998 0.10581000000000002 -0.13309999999999997 0.084675000000000014 -0.0068249999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 -2 5 6 -3 -7 -4 10 -8 -11 -1
right_child=3 2 8 -5 -6 7 9 -9 -10 11 -12 -13 -14
leaf_value=0.00029776740277506406 0.00043534450145138454 0.00099606908879423849 0.0006146250982801035 0.00012782085832322679 0.00050863717846499868 0.00056760865917893847 0.0009402207530049536 0.00078799783556198768 0.00035942833895912185 0.00077717813052269487 0.00078830204268062688 0.00060764017407472079 0.00045632415319552428
leaf_weight=70 93 56 53 73 52 89 82 88 70 65 1374 89 55
leaf_count=70 93 56 53 73 52 89 82 88 70 65 1374 89 55
internal_value=0 0.000733073 0.000755681 0.00030032 0.000774226 0.0007817 0.000792763 0.00067738 0.000469678 0.000785669 0.000796882 0.000679427 0.000367814
internal_weight=0 2143 2018 166 1895 1843 1666 177 123 1610 1456 154 125
internal_count=2309 2143 2018 166 1895 1843 1666 177 123 1610 1456 154 125
is_linear=0
shrinkage=0.0032998


Tree=7733
num_leaves=13
num_cat=0
split_feature=2 1447 1447 2 49 124 402 9 1454 42 49 49
split_gain=0.128148 0.111307 0.146581 0.11345 0.0846009 0.102357 0.0831047 0.0791708 0.0706035 0.0657146 0.0480473 0.0417283
threshold=0.17000000000000001 -0.085804999999999979 -0.081699999999999981 -0.0091949999999999983 0.10852500000000001 -0.085059999999999983 -0.087759999999999991 0.037245000000000007 0.077440000000000023 1.0000000180025095e-35 0.12899500000000003 0.15638000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 9 -4 -8 -7 -6 -12
right_child=-2 2 3 4 10 6 8 -9 -10 -11 11 -13
leaf_value=-0.0020686540296738546 -0.004705796301131133 0.011778861547429796 -0.0061148383569169873 0.01101250715571849 -0.0023197087939071403 0.0040809400727113577 0.0042018754162459664 0.0024010518487165545 0.0091055855355631488 -0.00237621808543586 0.006398732403139807 -2.7625535822343642e-05
leaf_weight=92 53 65 54 63 86 84 1442 72 89 95 53 61
leaf_count=92 53 65 54 63 86 84 1442 72 89 95 53 61
internal_value=0 0.00365163 0.00389565 0.00365068 0.00396356 0.00433386 0.00408676 -0.00123436 0.00448811 0.00064392 0.000671798 0.00294431
internal_weight=0 2256 2164 2099 1973 1773 1710 126 1531 179 200 114
internal_count=2309 2256 2164 2099 1973 1773 1710 126 1531 179 200 114
is_linear=0
shrinkage=0.16829


Tree=7734
num_leaves=19
num_cat=0
split_feature=1 3 124 15 3 3 1 402 1 49 150 0 402 3 15 15 484 15
split_gain=11.0547 2.07695 1.10514 1.00511 0.782777 0.438171 0.400224 0.359003 0.264579 0.257002 0.276833 0.230638 0.18316 0.175545 0.0941572 0.113103 0.0848767 0.0303401
threshold=0.104035 0.30112000000000005 -0.080389999999999989 -0.24042999999999998 -0.036004999999999988 -0.0035149999999999995 0.11706000000000001 0.085575000000000026 0.13301500000000002 0.11580500000000001 0.088985000000000009 -0.082709999999999992 0.097495000000000012 -0.12595999999999999 -0.14765999999999999 0.076335000000000014 0.032690000000000011 0.089050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 6 -6 -5 9 -2 10 11 14 -9 -13 -4 -16 -15 -14
right_child=1 -3 7 4 5 -7 -8 12 -10 -11 -12 13 17 16 15 -17 -18 -19
leaf_value=0.00071705058389299244 0.0005485785837723578 0.00011516684783241556 0.001316694708404075 0.0010771465405592028 0.00034971470425199298 0.00074021299016059172 0.00073467168701355477 0.0014057230799106207 0.00024397484447928464 0.00094270833715376237 0.00095640443744163218 0.00094413243998480942 0.0012309132524582727 0.0010959398963004303 0.0011278142002469562 0.0012204435429786782 0.0012255125826845035 0.001119875179498507
leaf_weight=74 73 93 54 88 53 78 66 66 55 94 103 81 95 490 359 267 68 52
leaf_count=74 73 93 54 88 53 78 66 66 55 94 103 81 95 490 359 267 68 52
internal_value=0 0.000561137 0.00111325 0.000661476 0.000770717 0.000582494 0.0009306 0.00113019 0.000417969 0.00111216 0.00112334 0.00113635 0.0012583 0.0010906 0.00117929 0.00116738 0.00111179 0.00119187
internal_weight=0 506 1803 413 285 131 154 1729 128 1516 1422 1319 213 639 680 626 558 147
internal_count=2309 506 1803 413 285 131 154 1729 128 1516 1422 1319 213 639 680 626 558 147
is_linear=0
shrinkage=0.0032998


Tree=7735
num_leaves=20
num_cat=0
split_feature=41 3 16 16 3 1 4 1 3 0 16 12 4 4 12 16 2 16 16
split_gain=0.14202 0.120966 0.110261 0.132573 0.119875 0.101776 0.234427 0.256817 0.196051 0.0782635 0.0780658 0.0764723 0.218199 0.0867684 0.0541045 0.0414866 0.0707556 0.0615465 0.0288613
threshold=0.08178500000000001 0.31370500000000007 -0.011859999999999997 -0.018199999999999997 -0.092019999999999977 0.104035 -0.14538499999999996 0.11634000000000001 -0.12595999999999999 -0.23141499999999995 -0.0083249999999999973 0.083970000000000017 -0.015104999999999999 0.065590000000000009 0.08425500000000001 0.21684500000000004 0.086615000000000011 0.41484500000000007 -0.09391999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 8 -7 -8 -4 -6 -10 12 -11 -13 -1 16 -12 -17 -16
right_child=-2 -3 5 -5 9 6 7 -9 10 11 15 13 -14 -15 18 17 -18 -19 -20
leaf_value=0.012146850582683315 0.010130692430867339 -0.003221105328241321 -0.0045987678230334957 0.011082494983140671 0.0095806208266468098 0.0079601410960651025 -0.014052733069596412 0.00082565258057140493 -0.0015808783431824533 -0.0092940942594470725 0.0026130450610672216 0.0043477694015523925 0.0029452972497638944 -0.00080789453808361551 0.008979745006362852 1.0920257663440797e-05 0.0078054647425610923 0.0063779648497461995 0.0038636092519935671
leaf_weight=57 85 82 87 77 52 52 56 79 63 53 121 694 186 106 53 106 198 73 81
leaf_count=57 85 82 87 77 52 52 56 79 63 53 121 694 186 106 53 106 198 73 81
internal_value=0 0.00311394 0.00335152 0.00428766 0.00387815 0.00182577 -0.00162677 -0.00533281 0.00282487 0.00319445 0.00397934 0.00287311 0.000223605 0.0036624 0.00777404 0.00468634 0.00584156 0.00261757 0.00590056
internal_weight=0 2276 2194 1359 1282 835 187 135 648 1091 561 1039 239 800 191 498 319 179 134
internal_count=2361 2276 2194 1359 1282 835 187 135 648 1091 561 1039 239 800 191 498 319 179 134
is_linear=0
shrinkage=0.16829


Tree=7736
num_leaves=20
num_cat=0
split_feature=1443 376 0 11 10 0 12 160 48 12 12 4 15 12 52 0 12 0 52
split_gain=0.0923744 0.0730527 0.0589023 0.137538 0.132968 0.103523 0.0829503 0.113957 0.0838062 0.0747636 0.253788 0.0661908 0.0544273 0.130376 0.121269 0.0532018 0.0468284 0.0466451 0.0366619
threshold=1.0000000180025095e-35 0.083785000000000012 -0.089704999999999993 0.078065000000000009 -0.0082499999999999987 -0.088484999999999994 -0.094939999999999983 -0.011514999999999999 0.097500000000000017 0.091475000000000015 0.092295000000000002 0.03851000000000001 -0.025694999999999999 0.083995000000000014 -0.062629999999999977 -0.14216999999999999 -0.08780499999999998 -0.097074999999999981 0.092965000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 -1 11 15 12 -11 17 14 -14 -7 -9 -3 -8 -12
right_child=-2 16 4 -5 5 9 7 8 -10 10 18 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.010055279798515842 -0.0035430277739490396 0.0025373485646189822 -0.0057286514188905147 0.012860468494864325 -0.0041662595502050537 0.0025910909549205943 0.00062826226710074244 0.0058411661383669811 -0.0044634769301271377 -0.0094704601343295232 0.0018449724352874576 0.011407991069229035 -0.00089918284081208304 0.0047984105007234006 0.010708564926915784 0.0010334037399956327 -0.0042998164705779262 0.0073278001710346567 0.004784578062420765
leaf_weight=55 63 52 52 52 56 107 53 96 57 52 364 57 149 474 103 207 62 68 182
leaf_count=55 63 52 52 52 56 107 53 96 57 52 364 57 149 474 103 207 62 68 182
internal_value=0 0.00297624 0.00319325 0.00454707 0.00262469 0.00291801 0.00381504 0.00317376 0.00144513 0.0031965 0.00175568 0.00665976 0.00422868 0.00343286 0.00658107 0.00256258 -0.00116535 0.00440814 0.00282813
internal_weight=0 2298 2184 645 1539 1487 593 538 360 1431 598 178 833 623 210 303 114 121 546
internal_count=2361 2298 2184 645 1539 1487 593 538 360 1431 598 178 833 623 210 303 114 121 546
is_linear=0
shrinkage=0.16829


Tree=7737
num_leaves=22
num_cat=0
split_feature=4 2 123 14 2 2 150 2 2 50 376 42 160 51 50 51 16 16 16 160 16
split_gain=7.98728 3.09309 2.09039 0.699947 0.564429 0.531916 0.59309 0.360922 0.357064 0.200147 0.162782 0.157739 0.160666 0.137199 0.10672 0.180093 0.102769 0.09074 0.0644062 0.0505922 0.0721988
threshold=0.30163500000000004 0.13673000000000005 1.0000000180025095e-35 -0.45687499999999998 0.12708000000000003 0.09036000000000001 0.081245000000000026 0.10045500000000002 0.064660000000000009 0.088895000000000016 0.083785000000000012 0.094725000000000018 0.0088350000000000008 -0.092674999999999993 0.07826000000000001 0.08406000000000001 -0.00027999999999999998 -1.0000000180025095e-35 0.081265000000000018 -0.064339999999999994 -0.078074999999999992
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 2 5 -2 7 8 9 -5 16 11 -4 12 -7 -10 15 -15 19 -13 -18 -1 -21
right_child=3 -3 10 4 -6 6 -8 -9 13 -11 -12 17 -14 14 -16 -17 18 -19 -20 20 -22
leaf_value=0.0012542538151325336 0.00083341605070410001 0.00053209240861036881 0.00084860442091209748 0.00035494349282180174 0.0001819371082513817 0.0010414364865922411 0.00083697616081896786 0.00071059484739398045 0.0014125853899209573 0.0012801427549736259 0.00059851115801800279 0.0012950461188715144 0.0011929691371338183 0.001247954080188198 0.0013614331270727054 0.0010420784888864494 0.00096444746573024409 0.0011113463991340498 0.001126039528139086 0.0012005074276080739 0.0010776852440334782
leaf_weight=71 54 94 55 59 75 318 83 67 62 92 62 72 106 546 82 53 54 57 66 130 103
leaf_count=71 54 94 55 59 75 318 83 67 62 92 62 72 106 546 82 53 54 57 66 130 103
internal_value=0 0.00111786 0.00114521 0.000499243 0.00040929 0.00117167 0.00110115 0.000544339 0.00121562 0.00113509 0.000716377 0.0011109 0.0010794 0.00125967 0.0012457 0.0012298 0.00113835 0.00121415 0.00105362 0.00117168 0.00114636
internal_weight=0 2106 2012 255 201 1895 728 126 1167 645 117 553 424 743 681 599 424 129 120 304 233
internal_count=2361 2106 2012 255 201 1895 728 126 1167 645 117 553 424 743 681 599 424 129 120 304 233
is_linear=0
shrinkage=0.0032998


Tree=7738
num_leaves=28
num_cat=0
split_feature=1 16 1 2 12 4 16 1 16 0 1 0 4 12 2 484 2 15 4 15 16 0 0 2 133 1 12
split_gain=12.6281 2.22688 0.950578 0.870694 0.758217 0.561977 0.548501 0.457467 0.391292 0.35062 0.270177 0.323747 0.251793 0.433982 0.19928 0.193993 0.159166 0.134591 0.126261 0.134568 0.111845 0.0889431 0.081081 0.0687559 0.0552804 0.054084 0.0295726
threshold=0.097555000000000017 0.25155500000000003 0.12450500000000002 0.090225000000000014 0.087215000000000015 -0.040489999999999991 -0.040964999999999994 0.088595000000000021 -0.10654499999999999 0.040035000000000008 0.085345000000000018 -0.14097999999999997 0.049545000000000006 0.087045000000000025 0.13775000000000001 0.085515000000000022 0.11585500000000001 -0.088954999999999992 -0.0086449999999999982 -0.0096849999999999974 -0.0090499999999999973 -0.084824999999999984 -0.074434999999999987 0.093595000000000025 -0.035819999999999991 0.09036000000000001 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 10 6 -3 16 9 14 12 11 -1 13 -5 -4 18 -2 -14 19 -13 -21 -15 24 -23 -12 -26 -20
right_child=1 5 8 7 -6 -7 -8 -9 -10 -11 22 15 17 21 -16 -17 -18 -19 26 20 -22 23 -24 -25 25 -27 -28
leaf_value=0.0016670796008723661 0.00091013641128045498 0.0013610510014273743 0.00049929339709417605 0.001601914707001944 0.0010438893673607329 0.00091889834452730753 0.00048252537987212673 0.00093101121341654792 0.00067247578982406267 0.0010238326197715307 0.0014108477738116857 0.0012500742347069029 0.001282298561523723 0.0014110492591821254 0.00022267231569881866 0.0012489640883574017 0.00067234718515862542 0.001089996378033617 0.0015862598262856473 0.0013913127591332101 0.0015516643370626904 0.0011682845557546202 0.0011728894864426985 0.0012895297188901514 0.001234524454983997 0.001351814874480544 0.0014600954641370172
leaf_weight=52 81 70 60 54 89 58 90 54 77 68 64 67 72 52 55 92 52 100 52 351 60 79 54 204 103 95 56
leaf_count=52 81 70 60 54 89 58 90 54 77 68 64 67 72 52 55 92 52 100 52 351 60 79 54 204 103 95 56
internal_value=0 0.00077192 0.000673042 0.00131715 0.000785648 0.00116098 0.000682425 0.00122504 0.000489873 0.00125023 0.00137726 0.00141269 0.00127761 0.00132479 0.000367303 0.00139312 0.000817431 0.0011707 0.0014157 0.00139179 0.00141481 0.00128001 0.0012953 0.00125581 0.00132039 0.00129098 0.00152117
internal_weight=0 632 504 1729 312 128 223 683 192 629 1046 730 561 389 115 678 133 172 586 478 411 335 316 283 262 198 108
internal_count=2361 632 504 1729 312 128 223 683 192 629 1046 730 561 389 115 678 133 172 586 478 411 335 316 283 262 198 108
is_linear=0
shrinkage=0.0032998


Tree=7739
num_leaves=19
num_cat=0
split_feature=3 13 13 42 43 1446 1 42 4 3 3 1456 42 40 160 402 3 3
split_gain=0.124607 0.140469 0.127962 0.100322 0.178832 0.15861 0.150326 0.0706104 0.0694116 0.248403 0.210099 0.116162 0.107067 0.0603372 0.0632304 0.0491044 0.0770172 0.0420545
threshold=0.31370500000000007 -0.099039999999999975 -0.13710499999999998 -0.062334999999999995 -0.11278499999999998 0.095780000000000018 0.07677500000000001 0.081180000000000016 -0.031874999999999994 0.083605000000000013 0.092330000000000009 -0.081804999999999989 0.083955000000000016 -0.0086349999999999986 -0.020839999999999994 -1.0000000180025095e-35 -0.092019999999999977 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 13 6 8 -5 -1 9 12 11 -10 -6 -3 -15 -16 -17 -18
right_child=-2 3 -4 4 5 -7 -8 -9 10 -11 -12 -13 -14 14 15 16 17 -19
leaf_value=0.0098456951940032907 -0.0022410540203773297 0.011526925898246653 0.015871222416857029 0.0028789443062033852 0.00059155243609675134 0.011546516821581152 -0.0098386116057709062 0.0019895397021348652 -0.0043623290150440301 0.01384621307669291 -0.0061584941629248503 0.0038136206583010545 0.0052068145453158772 0.0008249687371617684 0.0032929702124689969 0.012071292549590553 0.0031395650406358913 0.0091336084161657057
leaf_weight=66 85 53 52 53 226 71 52 65 53 74 75 657 389 70 99 79 87 55
leaf_count=66 85 53 52 53 226 71 52 65 53 74 75 657 389 70 99 79 87 55
internal_value=0 0.004308 0.00878706 0.00391552 0.00330945 0.00376674 -0.00340216 0.00596132 0.00339078 0.00462606 0.00230429 0.00320077 0.00351372 0.00616881 0.00543605 0.00643911 0.00784034 0.00547385
internal_weight=0 2276 183 2093 1650 1545 105 131 1474 689 785 710 615 443 390 320 221 142
internal_count=2361 2276 183 2093 1650 1545 105 131 1474 689 785 710 615 443 390 320 221 142
is_linear=0
shrinkage=0.16829


Tree=7740
num_leaves=32
num_cat=0
split_feature=3 15 43 3 3 3 15 0 3 15 3 15 10 3 49 15 123 0 3 133 49 43 43 402 0 43 15 403 15 13 13
split_gain=6.19144 2.26562 1.48406 1.97817 0.55062 0.703276 0.537093 1.11892 0.778473 0.39488 0.281936 0.279565 0.273951 0.27176 0.224051 0.214704 0.213492 0.200984 0.197342 0.149534 0.137059 0.127341 0.0656967 0.0637203 0.0690022 0.0561502 0.0684091 0.0539637 0.0434226 0.0346804 0.027761
threshold=-0.06340999999999998 -0.37478999999999996 -0.049364999999999992 0.30112000000000005 0.10323000000000002 -0.0047649999999999993 -0.029334999999999996 -0.039129999999999991 -0.14265999999999998 0.03981500000000001 0.10703500000000001 -0.074959999999999985 -1.0000000180025095e-35 -0.10032499999999998 0.082565000000000013 -1.0000000180025095e-35 0.081180000000000016 -0.083914999999999976 -0.087979999999999989 0.087985000000000022 0.093350000000000002 0.00037500000000000006 -0.078654999999999989 0.0038750000000000004 -0.082784999999999984 -0.085754999999999984 0.084785000000000013 -0.021474999999999998 -0.026169999999999995 -0.08533499999999998 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 10 12 4 5 -4 7 11 9 -8 -2 14 -3 -10 18 -7 -14 21 -1 -13 29 25 -20 24 -19 -15 -27 -25 -6 -16 -26
right_child=1 2 3 -5 28 15 8 -9 13 -11 -12 19 16 17 20 -17 -18 23 22 -21 -22 -23 -24 27 30 26 -28 -29 -30 -31 -32
leaf_value=0.0008916828988896799 0.00024781108945307284 0.00040323207653879657 0.0009074324287295574 0.00041118159993065392 0.00094769181705535368 0.0011972000230396883 0.0012759977030035717 0.00059618143195832142 0.00095391851273758069 0.0016422842194356386 0.0005601497734901385 0.0010855809842198712 0.00082353811967816469 0.001171955106363709 0.0012456759764145828 0.0014614306269008219 0.00054296397293572378 0.00098878914565762041 0.0012133298999978505 0.00087553039147051379 0.0011379936258835044 0.0010888119596934968 0.001060321689632841 0.0012723872018484531 0.0011847004339644437 0.0013555578860061114 0.0012261462073784178 0.0011170506905577319 0.00080630845390284504 0.0013795147579837856 0.0011067904699821355
leaf_weight=52 77 52 75 58 54 87 86 52 73 53 54 79 64 62 52 58 57 52 66 75 100 58 70 60 80 104 96 52 53 53 293
leaf_count=52 77 52 75 58 54 87 86 52 73 53 54 79 64 62 52 58 57 52 66 75 100 58 70 60 80 104 96 52 53 53 293
internal_value=0 0.000767838 0.000859571 0.000973795 0.00107348 0.0011684 0.00113988 0.00106021 0.00118448 0.00141591 0.00037683 0.00110426 0.000605167 0.00114986 0.00115149 0.00130314 0.000691658 0.00116651 0.00106777 0.000983512 0.00122809 0.00123314 0.00113483 0.00112673 0.00110718 0.00126496 0.00129362 0.00120058 0.00087799 0.00131357 0.00112359
internal_weight=0 689 558 385 327 220 1668 599 1069 139 131 547 173 930 393 145 121 857 188 154 205 320 136 537 425 262 200 112 107 105 373
internal_count=2357 689 558 385 327 220 1668 599 1069 139 131 547 173 930 393 145 121 857 188 154 205 320 136 537 425 262 200 112 107 105 373
is_linear=0
shrinkage=0.0032998


Tree=7741
num_leaves=23
num_cat=0
split_feature=1 2 124 52 47 52 1 150 1 2 41 1 16 15 16 481 16 52 15 52 16 16
split_gain=10.7949 2.1163 1.34402 1.32182 0.788121 0.434674 0.492815 0.328444 0.519448 0.252388 0.412763 0.231662 0.194723 0.618081 0.148698 0.143347 0.0822875 0.0850828 0.0789787 0.0560256 0.0301977 0.0104066
threshold=0.10557500000000002 0.14307 -0.079269999999999993 -0.29521499999999995 0.088195000000000009 0.0060650000000000009 0.13130500000000003 0.08926000000000002 0.085265000000000021 0.099675000000000014 0.07831500000000001 0.083555000000000018 -1.0000000180025095e-35 -0.058234999999999988 -0.0094449999999999968 -0.055124999999999993 -0.097499999999999989 0.084755000000000011 -1.0000000180025095e-35 -0.0093349999999999978 -0.091624999999999984 -0.026164999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 14 9 -9 10 15 12 20 -14 -5 19 17 -17 -18 -4 -11 -21
right_child=1 -3 7 4 -6 -7 -8 8 -10 11 -12 -13 13 -15 -16 16 18 -19 -20 21 -22 -23
leaf_value=0.00064529656447211787 0.0010879633361381457 6.41290752070907e-05 0.0010983022296573877 0.00057037812230279308 0.00079573370836850011 0.00069642111025487047 0.00012926732678961094 0.0010902688671150735 0.00065501394772988619 0.00097516853728988825 0.0013972229282687443 0.0011622057727178451 0.0010635012069745314 0.00058345702540321155 0.00034377517632759466 0.001227712332800922 0.0010261705034583387 0.0010535565530125249 0.0010918621787739265 0.0011920920661534996 0.0010880725130602462 0.0012790503478477282
leaf_weight=84 55 95 56 82 94 57 64 72 52 53 52 78 68 52 53 84 328 55 639 53 78 53
leaf_count=84 55 95 56 82 94 57 64 72 52 53 52 78 68 52 53 84 328 55 639 53 78 53
internal_value=0 0.000507802 0.0010542 0.000611786 0.000536857 0.000441664 0.000368516 0.00107355 0.000908027 0.00108598 0.00110662 0.00100305 0.000953455 0.000855776 0.000481676 0.00109467 0.00108089 0.00115906 0.00106962 0.00118856 0.00104266 0.0012359
internal_weight=0 500 1857 405 350 256 199 1773 124 1649 1320 329 251 120 135 1268 1106 139 967 162 131 106
internal_count=2357 500 1857 405 350 256 199 1773 124 1649 1320 329 251 120 135 1268 1106 139 967 162 131 106
is_linear=0
shrinkage=0.0032998


Tree=7742
num_leaves=12
num_cat=0
split_feature=3 0 1456 148 3 15 3 52 3 15 3
split_gain=0.141701 0.18114 0.138974 0.123732 0.0993682 0.153799 0.150493 0.140296 0.1142 0.0856002 0.0601467
threshold=-0.23303499999999996 0.10396000000000001 -0.15824499999999997 -0.043434999999999994 0.12991000000000003 -0.40312499999999996 0.10323000000000002 -0.012574999999999998 -0.0047649999999999993 -0.4666249999999999 -0.074979999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 9 8 -6 -7 -5 -4
right_child=1 -3 3 4 7 6 -8 -9 -10 -11 -12
leaf_value=0.012244929787880422 0.013991811931919786 -0.0037398268507067185 0.0039821264323268235 0.0037642425924008173 0.0039439564016508985 0.005769550901647877 -0.0028948310287005394 0.015379340165267735 0.010671979328569437 -0.005491374298922806 -0.0040732224032377969
leaf_weight=93 57 58 52 62 54 1604 53 71 148 52 53
leaf_count=93 57 58 52 62 54 1604 53 71 148 52 53
internal_value=0 0.00552497 0.00576937 0.00555045 0.00583988 0.00553841 0.00591711 0.0104536 0.00618471 -0.000441858 -6.67965e-05
internal_weight=0 2264 2206 2149 2044 1919 1805 125 1752 114 105
internal_count=2357 2264 2206 2149 2044 1919 1805 125 1752 114 105
is_linear=0
shrinkage=0.16829


Tree=7743
num_leaves=11
num_cat=0
split_feature=42 147 3 49 1456 52 52 4 42 16
split_gain=0.12351 0.10841 0.0943882 0.0903668 0.0945458 0.0888558 0.119439 0.142773 0.0465981 0.071895
threshold=0.12199500000000001 0.089365000000000014 -0.23303499999999996 0.13984500000000002 -0.15824499999999997 0.26959000000000005 0.12431000000000002 0.41181500000000004 0.09202500000000001 -0.065564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 -7
right_child=-2 -3 3 -5 5 8 -8 -9 -10 -11
leaf_value=0.011044211474110374 -0.0016241541195747052 -0.00083185425476969312 0.011635300347277897 0.011027682486291693 0.0051700856256190328 0.0032556526066812876 0.011310713804991164 -0.00048085404548115288 0.0052692180959522201 -0.0046880538778974155
leaf_weight=78 81 85 57 70 1584 66 82 137 54 63
leaf_count=78 81 85 57 70 1584 66 82 137 54 63
internal_value=0 0.00504673 0.00527561 0.00506182 0.00485653 0.00466107 0.00501998 0.0047192 0.0011151 -0.000609905
internal_weight=0 2276 2191 2113 2043 1986 1803 1721 183 129
internal_count=2357 2276 2191 2113 2043 1986 1803 1721 183 129
is_linear=0
shrinkage=0.16829


Tree=7744
num_leaves=23
num_cat=0
split_feature=14 4 1 16 16 13 4 4 1 1 151 16 16 133 50 13 4 13 1209 13 402 155
split_gain=0.0948472 0.236547 0.106994 0.19093 0.174031 0.138041 0.104261 0.108465 0.0812403 0.133869 0.0767355 0.0681767 0.10241 0.08016 0.0763868 0.0760559 0.116921 0.0513197 0.0473231 0.0468162 0.0444388 0.0312354
threshold=-0.072219999999999993 0.50569000000000008 0.092415000000000011 0.39524000000000009 -0.043889999999999992 -0.009329999999999998 -0.0090299999999999981 0.51224500000000017 0.11239500000000001 0.10234000000000001 0.050660000000000004 0.21684500000000004 0.27552000000000004 0.088385000000000005 0.11875500000000001 -0.087444999999999981 -0.079554999999999987 -0.095029999999999989 -0.064814999999999984 -0.086689999999999975 -0.095444999999999988 0.11814000000000001
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 -1 10 4 6 -6 -4 8 9 -8 11 14 -13 -14 15 16 -2 -18 -17 -10 -20 -5
right_child=2 -3 3 21 5 -7 7 -9 19 -11 -12 12 13 -15 -16 18 17 -19 20 -21 -22 -23
leaf_value=0.015475180849202231 -0.0025274033203868873 0.00090491384859428862 0.0082543807096768819 0.010915718441960636 0.00065841782752958783 -0.0087279375409943967 -0.0031850485664201376 0.0075187512169404575 0.00011968224670525995 0.0082050339049433707 -0.0018153161848801526 -0.0046470840001655916 0.0085836304987208217 0 -0.00079960776243152376 0.011036537626236093 0.0088579102633930505 0.0027624045906299178 0.0023744791277204662 -0.0064575780143819967 0.0061661253035134129 0.0052440910053750929
leaf_weight=66 80 61 77 60 96 82 55 63 57 62 52 52 61 62 58 52 68 95 99 65 880 54
leaf_count=66 80 61 77 60 96 82 55 63 57 62 52 52 61 62 58 52 68 95 99 65 880 54
internal_value=0 0.00849101 0.00375016 0.00196857 0.000680783 -0.00365554 0.00272211 0.00130561 -0.000324643 0.00283537 0.00451581 0.00473546 0.00159769 0.00425236 0.00514636 0.00541847 0.00272664 0.00531634 0.00605117 -0.00336987 0.00578454 0.00824492
internal_weight=0 127 2230 671 557 178 379 302 239 117 1559 1507 175 123 1332 1274 243 163 1031 122 979 114
internal_count=2357 127 2230 671 557 178 379 302 239 117 1559 1507 175 123 1332 1274 243 163 1031 122 979 114
is_linear=0
shrinkage=0.16829


Tree=7745
num_leaves=23
num_cat=0
split_feature=15 2 2 12 2 14 12 2 47 13 16 52 16 12 51 49 12 16 474 52 15 49
split_gain=9.22958 4.65714 2.2403 1.97119 0.595583 0.53199 0.460952 0.453581 0.406074 0.357062 0.252306 0.374209 0.193387 0.263598 0.255213 0.163097 0.190929 0.156392 0.151766 0.137813 0.251212 0.0164359
threshold=-0.24269999999999997 0.10472500000000001 -1.0000000180025095e-35 0.083325000000000024 0.14062000000000005 -1.0000000180025095e-35 0.11844 0.095935000000000006 0.11069000000000002 -0.076584999999999986 0.0045450000000000013 0.026115000000000003 -0.019749999999999993 0.083795000000000022 -0.085604999999999987 0.082565000000000013 0.083795000000000022 -0.021179999999999997 0.088435000000000014 -0.45478499999999994 -0.059484999999999989 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 9 5 -1 19 8 12 -3 11 -9 15 14 -14 16 -4 -11 -15 -5 -21 -17
right_child=1 3 7 6 -6 -7 -8 10 -10 17 -12 -13 13 18 -16 21 -18 -19 -20 20 -22 -23
leaf_value=0.00085766797463940575 0.00075996467002584342 0.0004886850513306474 0.0011681686240701565 0.001313339270596343 0.00020784760137678956 0.00044824718541776223 0.00084719567675311494 0.00090249147862621803 0.001109346678318538 0.00090424272421077596 0.0013273304725432544 0.0012684819923521138 0.0013720027965631728 0.0013411260301798365 0.001675300452855175 0.0015115638388430918 0.0013362401535988667 0.00066973344477273898 0.0015367306465541826 0.00096042473393137713 0.001252119872261715 0.001407452482933747
leaf_weight=56 79 70 87 69 58 92 55 61 73 62 83 63 54 298 75 52 661 66 54 58 77 52
leaf_count=56 79 70 87 69 58 92 55 61 73 62 83 63 54 298 75 52 661 66 54 58 77 52
internal_value=0 0.00122368 0.00130356 0.000927831 0.000492203 0.000603401 0.00111753 0.00133016 0.00135157 0.000679515 0.00118457 0.00108872 0.00136481 0.00141888 0.00154861 0.00133425 0.00131674 0.000783599 0.00137123 0.00119024 0.00112706 0.00145985
internal_weight=0 2149 1692 457 206 148 259 1613 1406 198 207 124 1333 481 129 852 748 128 352 204 135 104
internal_count=2355 2149 1692 457 206 148 259 1613 1406 198 207 124 1333 481 129 852 748 128 352 204 135 104
is_linear=0
shrinkage=0.0032998


Tree=7746
num_leaves=13
num_cat=0
split_feature=2 9 48 474 475 2 11 4 159 484 2 52
split_gain=0.219504 0.103651 0.122855 0.0941031 0.207902 0.143824 0.0803674 0.111011 0.0735492 0.0696262 0.0982486 0.0455947
threshold=0.17000000000000001 -1.0000000180025095e-35 -0.089609999999999981 0.095835000000000017 -0.071829999999999991 0.10527500000000002 0.085155000000000022 -0.38908499999999996 0.11402500000000002 -0.067754999999999996 0.10912000000000001 -0.41304999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4 -9 -7 -11 -12
right_child=-2 2 3 4 -6 9 -8 8 -10 10 11 -13
leaf_value=-0.0026777420675579053 -0.0068739190813911369 0.012076446422313893 0.011134635875174412 0.015947600727521237 0.0015279441389535529 -0.0049573254269653323 -0.0022340899716527082 0.0044135882071726579 -0.0013957516331588469 -0.0043088512365965018 0.0071404487442047696 0.0018733301304650091
leaf_weight=68 56 52 68 55 59 52 52 1441 64 66 57 265
leaf_count=68 56 52 68 55 59 52 52 1441 64 66 57 265
internal_value=0 0.00377897 0.00397658 0.00378246 0.00850056 0.00352112 0.00425221 0.00446777 0.00416535 0.000816992 0.0015955 0.00281129
internal_weight=0 2299 2231 2179 114 2065 1625 1573 1505 440 388 322
internal_count=2355 2299 2231 2179 114 2065 1625 1573 1505 440 388 322
is_linear=0
shrinkage=0.16829


Tree=7747
num_leaves=17
num_cat=0
split_feature=1 1456 1 402 1447 1447 9 3 3 3 133 3 160 132 160 3
split_gain=0.232035 0.0823061 0.0730034 0.10539 0.102933 0.10192 0.0802216 0.0863542 0.150438 0.0639234 0.0653563 0.0597153 0.059351 0.0530855 0.0461278 0.038397
threshold=0.14967500000000003 -0.092389999999999986 0.077565000000000009 0.095250000000000015 -0.086059999999999984 -0.080289999999999986 0.037245000000000007 0.30112000000000005 0.102425 -0.085499999999999979 0.31348000000000004 -0.086819999999999994 -0.081249999999999989 -0.0021499999999999996 0.079055000000000014 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 7 8 -7 11 14 12 -6 -14 15 -11
right_child=-2 2 3 -5 9 6 -8 -9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.0082423022101102972 -0.0081755511752853987 0.010949008184096536 -0.0051707289643875762 0.0089939587712971683 0.0071306546743438179 0.001114255077499005 0.0081033183406309817 -0.0050639309391665279 0.0079173374425940829 0.0082872924924877363 -0.00037718939009886385 -0.0034446344071791045 0.0061175334550774242 0.00046293350306024928 0.0085807151298843143 0.0039246532246640818
leaf_weight=88 52 56 60 57 68 709 57 52 106 66 69 52 59 236 91 477
leaf_count=88 52 56 60 57 68 709 57 52 106 66 69 52 59 236 91 477
internal_value=0 0.00318326 0.00298146 0.00195199 0.00389278 0.00154224 0.00198009 0.00157546 0.00200128 0.00353773 0.00451726 0.00187409 0.00264095 0.00159994 0.00505277 0.00445823
internal_weight=0 2303 2215 1041 1174 984 924 867 815 1118 703 415 363 295 634 543
internal_count=2355 2303 2215 1041 1174 984 924 867 815 1118 703 415 363 295 634 543
is_linear=0
shrinkage=0.16829


Tree=7748
num_leaves=24
num_cat=0
split_feature=1 1 12 15 124 12 1 2 15 43 0 1447 2 41 159 2 16 42 49 1 16 42 0
split_gain=12.1898 2.42266 1.4649 0.846152 0.664156 0.555104 0.440994 0.465009 0.365402 0.392545 0.221887 0.189926 0.186872 0.157611 0.120386 0.133725 0.106951 0.102768 0.0751263 0.0666601 0.0577749 0.0372592 0.0313447
threshold=0.10342000000000001 0.13075500000000004 0.023990000000000004 -0.26826999999999995 -0.083859999999999976 0.091545000000000015 0.088415000000000007 0.088135000000000005 -0.036064999999999993 -0.024279999999999996 -0.0076699999999999989 -0.086059999999999984 0.10387 0.07677500000000001 0.082585000000000006 0.09036000000000001 -0.123625 -0.10271999999999999 0.10470500000000001 0.14367000000000005 -0.077734999999999985 0.081180000000000016 -0.083329999999999987
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 8 19 -1 6 11 22 9 -2 16 -6 -4 14 15 -13 -7 -18 20 -3 -19 -16 -8
right_child=1 3 12 -5 5 10 7 -9 -10 -11 -12 13 -14 -15 21 -17 17 18 -20 -21 -22 -23 -24
leaf_value=0.0007213590642459641 0.00042675797752879824 0.00010717019492772555 0.0010462646839274666 0.00046342458541739353 0.0013352563264796566 0.00087837982354558588 0.0011759796731165644 0.00076820276671914916 0.00026883250226240267 0.000756419374868473 0.00079870231822836216 0.001139351132844279 0.00078987740089546854 0.0013056066908944818 0.0012990505350102639 0.0010266956989185352 0.0011807571695296266 0.00109934940302909 0.00090873075198467175 -5.3995541251588335e-05 0.0010088519018798933 0.0011692405842480492 0.0010550620725555727
leaf_weight=57 82 60 83 89 63 53 52 71 53 77 54 563 52 64 57 154 53 130 60 52 252 60 64
leaf_count=57 82 60 83 89 63 53 52 71 53 77 54 563 52 64 57 154 53 130 60 52 252 60 64
internal_value=0 0.000511758 0.000678793 0.00022322 0.00107374 0.00108519 0.001128 0.000980149 0.000507344 0.000586627 0.00100351 0.00115673 0.000947769 0.00114417 0.00113174 0.0011152 0.00102362 0.0010391 0.00102204 3.20287e-05 0.00103974 0.00123278 0.00110957
internal_weight=0 548 347 201 1807 1750 1148 187 212 159 602 961 135 898 834 717 548 495 442 112 382 117 116
internal_count=2355 548 347 201 1807 1750 1148 187 212 159 602 961 135 898 834 717 548 495 442 112 382 117 116
is_linear=0
shrinkage=0.0032998


Tree=7749
num_leaves=18
num_cat=0
split_feature=1 40 474 2 159 49 484 48 160 1 484 4 2 49 42 159 4
split_gain=0.1837 0.0834419 0.0862695 0.0776117 0.075788 0.137173 0.0850588 0.0906005 0.103536 0.0829308 0.0663841 0.0653103 0.0621307 0.0648583 0.0906178 0.038735 0.0280598
threshold=0.14967500000000003 0.051255000000000002 0.10451000000000001 0.10527500000000002 0.077610000000000012 0.083250000000000005 -0.085604999999999987 0.088875000000000023 -0.53183499999999984 0.078015000000000015 -0.067754999999999996 -0.050564999999999992 0.10912000000000001 0.0060900000000000008 0.082755000000000009 0.10762500000000001 0.049545000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 11 -1 8 -8 -9 -5 -6 -12 14 -14 -13 -15
right_child=-2 -3 -4 10 5 -7 7 9 -10 -11 12 15 13 16 -16 -17 -18
leaf_value=0.008216149786848469 -0.0067042846569204699 -0.003182862526573735 0.009612054208187058 -0.0041206656931536152 0.00019148269680054921 0.013088740471738174 0.010774787466722594 0.0025138582262097392 0.0032201281926803153 -0.0058376919254182671 -0.0022785364930980206 0.0098242059748144418 -0.0013593660181764468 0.0091408576416858942 0.0053072610047215788 0.0034025770299794885 0.0039304153350850383
leaf_weight=99 52 53 65 53 71 68 54 80 1162 58 73 57 136 54 100 52 68
leaf_count=99 52 53 65 53 71 68 54 80 1162 58 73 57 136 54 100 52 68
internal_value=0 0.00339946 0.00355531 0.00337431 0.00390998 0.00663683 0.00344332 0.00309302 0.00355709 -0.000983195 0.00148802 0.00418946 0.00218189 0.00309643 0.00145786 0.00677716 0.0062514
internal_weight=0 2303 2250 2185 1701 248 1453 1354 1216 138 484 180 431 358 236 109 122
internal_count=2355 2303 2250 2185 1701 248 1453 1354 1216 138 484 180 431 358 236 109 122
is_linear=0
shrinkage=0.16829


Tree=7750
num_leaves=16
num_cat=0
split_feature=4 15 0 4 15 16 1 1 1203 151 1 1 0 2 4
split_gain=0.179868 0.148458 0.232622 0.147207 0.106265 0.0898295 0.101457 0.0926773 0.0827724 0.0895447 0.0930981 0.0920843 0.0603929 0.0317986 0.0204454
threshold=0.22738500000000003 -0.46319999999999995 -0.11169999999999998 0.62207000000000001 -0.40992999999999996 0.41484500000000007 0.11695500000000002 0.10980000000000002 0.085070000000000021 -0.11633499999999998 0.10322500000000003 0.097195000000000017 -0.14989499999999997 0.11252000000000002 -0.14994999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 12 -2 -4 6 7 8 9 -1 11 -11 -3 14 -7
right_child=1 2 4 -5 -6 13 -8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0091940149369928361 0.011033399056141912 -0.0012879308135885005 -0.0029508428272053406 -0.0015442841327655767 -0.013427859063891644 0.0032692116366833221 -0.0018879955911938514 0.010705706813193279 0.0084300632023473279 0.0029065013336569768 -0.0039093729426505483 0.0093474499906630263 0.0066555390456502972 0.010661267613857486 0.007984947439772511
leaf_weight=68 52 56 53 53 58 52 97 52 91 1457 54 66 52 59 56
leaf_count=68 52 56 53 53 58 52 97 52 91 1457 54 66 52 59 56
internal_value=0 -0.000528252 -0.00302759 0.00466755 -0.00844151 0.00373374 0.00340057 0.00368849 0.00347726 0.00320218 0.00294267 0.0031868 0.00252007 0.00748362 0.00573104
internal_weight=0 324 219 105 111 2052 1885 1788 1736 1645 1577 1523 108 167 108
internal_count=2376 324 219 105 111 2052 1885 1788 1736 1645 1577 1523 108 167 108
is_linear=0
shrinkage=0.16829


Tree=7751
num_leaves=27
num_cat=0
split_feature=1 1 12 1 0 3 12 3 1 12 12 2 52 474 0 2 3 0 2 2 12 12 3 0 0 0
split_gain=6.78816 1.08605 0.709305 0.497697 0.485316 0.392922 0.364974 0.267576 0.234434 0.19047 0.164272 0.161599 0.10219 0.123633 0.105412 0.10151 0.178913 0.137995 0.122203 0.0909487 0.0665034 0.0624894 0.0907873 0.0614894 0.0364628 0.0107523
threshold=0.10915500000000002 0.13662500000000002 0.054520000000000006 0.093575000000000019 -0.074754999999999988 -1.0000000180025095e-35 0.087905000000000025 0.31534000000000006 0.11481500000000001 0.09141500000000001 0.11769500000000001 0.092235000000000025 0.14564000000000002 1.0000000180025095e-35 -0.097414999999999988 0.085145000000000012 -0.093979999999999994 -0.095104999999999981 0.083885000000000015 0.087610000000000007 0.093270000000000006 0.084405000000000022 -0.082039999999999988 -0.087344999999999992 -0.084184999999999996 -0.086409999999999987
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 3 11 8 -5 15 -3 -2 -6 12 -1 13 14 -8 16 -4 -17 23 -16 -14 -19 24 -18 -23 -20
right_child=1 7 6 5 9 -7 10 -9 -10 -11 -12 -13 20 -15 19 17 18 21 25 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0010554479889234583 0.00067042296382705869 0.00041338687681513316 0.0013093730710593552 0.0005379691692769152 0.00065941490315370057 0.00088484169869460687 0.00089134571892765036 0.00011155165499045772 0.00038916828852291038 0.00089332648130908097 0.00081490279717109275 0.00085669506081320352 0.00098458202292244315 0.00087943590544680079 0.0010893203598480879 0.00088529524870909078 0.0011070995265492884 0.0011647666745159965 0.0012183759901283964 0.0010050177407831601 0.00084711009459056963 0.0010663344924515439 0.0011595705493823751 0.00094849750016045642 0.00095602262832687561 0.0011323271408380821
leaf_weight=103 54 74 53 74 82 70 63 57 83 74 62 84 85 75 242 52 52 70 53 392 82 66 59 68 92 55
leaf_count=103 54 74 53 74 82 70 63 57 83 74 62 84 85 75 242 52 52 70 53 392 82 66 59 68 92 55
internal_value=0 0.000532564 0.000993407 0.000853558 0.000644327 0.000706832 0.00102194 0.000282323 0.000500285 0.000770599 0.0009826 0.000966357 0.000993635 0.0010101 0.00102411 0.0010854 0.0011333 0.0010456 0.00109221 0.00103725 0.000917292 0.00107452 0.00104524 0.00101752 0.00100233 0.00117488
internal_weight=0 424 1952 331 293 144 1621 131 137 156 1001 187 939 772 697 620 281 339 228 634 167 287 217 120 158 108
internal_count=2376 424 1952 331 293 144 1621 131 137 156 1001 187 939 772 697 620 281 339 228 634 167 287 217 120 158 108
is_linear=0
shrinkage=0.0032998


Tree=7752
num_leaves=24
num_cat=0
split_feature=1 52 1 12 124 14 12 160 12 4 4 1 160 157 16 49 43 16 52 160 1 4 52
split_gain=8.61583 2.10841 1.40375 0.617701 0.438521 0.334748 0.209065 0.199963 0.183387 0.170244 0.396171 0.147013 0.146416 0.150202 0.135333 0.130234 0.119503 0.100762 0.111783 0.0962826 0.0871335 0.0684608 0.0192529
threshold=0.10342000000000001 -0.25180499999999995 0.13662500000000002 0.088105000000000003 -0.076164999999999983 0.062655000000000016 0.082780000000000006 -1.0000000180025095e-35 0.096150000000000013 -0.26545999999999997 -0.00013999999999999996 0.14787500000000001 -0.015149999999999999 -0.066144999999999995 -0.069604999999999986 -0.0078949999999999975 -0.089649999999999994 -0.052894999999999991 -0.14715499999999998 -0.079109999999999986 0.11414000000000001 -0.0070549999999999996 0.061255000000000011
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 7 -1 6 9 -3 12 -6 -11 -4 16 -14 20 -15 -8 21 -19 -18 -9 22 -10
right_child=1 2 11 -5 5 -7 8 14 17 10 -12 -13 13 15 -16 -17 19 18 -20 -21 -22 -23 -24
leaf_value=0.00074865623682769135 0.0010215206450175107 0.00060760125825865983 0.00023840194010837226 0.00077224173746809582 0.0010634853190576114 0.0012532404482769319 0.00082597185609725916 0.0005531038698346906 0.00099356470386376084 0.00067543792496462093 0.0010006608358428511 9.0126183395883275e-06 0.0012272606203119127 0.00090006381202405075 0.00025769649282741003 0.0010600100991532387 0.0010328482263889465 0.00098961292488845961 0.0008147742790472883 0.000880975433361285 0.00037285471951316616 0.00090460770106545968 0.0010919788664197864
leaf_weight=76 79 71 69 96 55 59 52 58 52 78 88 55 56 64 53 656 237 71 102 61 63 58 67
leaf_count=76 79 71 69 96 55 59 52 58 52 78 88 55 56 64 53 656 237 71 102 61 63 58 67
internal_value=0 0.000522785 0.000437977 0.000547342 0.000995873 0.00100655 0.000997955 0.000459074 0.00101232 0.00090183 0.000848057 0.000136941 0.00103317 0.00105898 0.000398266 0.00104584 0.000975844 0.000945159 0.000886733 0.00100188 0.000459546 0.00100207 0.00104927
internal_weight=0 544 465 341 1832 1756 1697 245 1476 221 166 124 1126 776 174 720 350 350 173 298 121 177 119
internal_count=2376 544 465 341 1832 1756 1697 245 1476 221 166 124 1126 776 174 720 350 350 173 298 121 177 119
is_linear=0
shrinkage=0.0032998


Tree=7753
num_leaves=16
num_cat=0
split_feature=4 42 1 39 1210 157 157 42 41 4 13 42 42 0 2
split_gain=0.175544 0.134974 0.142047 0.0999185 0.0721264 0.0671364 0.161685 0.134368 0.0802373 0.0688246 0.0655617 0.0654863 0.0764664 0.0683519 0.00811791
threshold=0.23590000000000003 0.086195000000000008 0.11230000000000001 0.085345000000000018 -0.08107499999999998 -0.082134999999999986 -0.076119999999999979 0.083795000000000022 0.077565000000000009 -0.49269499999999994 -0.11122999999999998 -0.0015249999999999999 0.083120000000000013 -0.065249999999999989 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 7 -7 -6 9 -8 -4 13 -13 -11 -9
right_child=1 3 10 -5 5 6 8 14 -10 11 -12 12 -14 -15 -16
leaf_value=0.0089750854311754762 0.008986529045982931 -0.0093282379939048383 0.0040104764650895778 0.00041580925459259625 0.012039390981886708 -0.0048904712853504104 0.0092352700072460131 0.0023585006404593153 -0.0013545528776345325 0.0051535963486803787 -0.0036192301584519705 0.0011709407318660724 0.0044061374824694863 0.011477877140641558 0.005121065595306196
leaf_weight=101 72 56 56 63 92 56 84 72 68 443 74 290 737 55 57
leaf_count=101 72 56 56 63 92 56 84 72 68 443 74 290 737 55 57
internal_value=0 0.000335229 0.00298908 -0.00415453 0.00457305 0.00434459 0.00398996 0.00711733 0.00428758 0.00452714 -0.000318767 0.00426663 0.00349435 0.00585567 0.0035931
internal_weight=0 321 202 119 2055 1954 1733 221 1677 1609 130 1525 1027 498 129
internal_count=2376 321 202 119 2055 1954 1733 221 1677 1609 130 1525 1027 498 129
is_linear=0
shrinkage=0.16829


Tree=7754
num_leaves=29
num_cat=0
split_feature=2 12 2 2 16 2 12 16 2 0 474 481 0 16 0 475 475 0 2 0 15 12 0 42 15 133 2 15
split_gain=3.53202 1.78727 0.491399 0.727233 0.434868 0.427802 0.281495 0.26756 0.18034 0.242032 0.231914 0.175139 0.164499 0.13445 0.133305 0.11539 0.0926865 0.0790442 0.0777424 0.0965086 0.069319 0.0639183 0.0628109 0.0560492 0.0516043 0.0170383 0.013034 0.00329253
threshold=0.13538500000000001 0.023990000000000004 -0.0091949999999999983 0.10672500000000001 -0.042349999999999992 0.17576500000000003 0.092495000000000008 -0.17699999999999996 0.087830000000000005 -0.099329999999999988 0.085295000000000024 -0.078354999999999994 -0.098524999999999988 -0.065564999999999984 -0.059914999999999989 -0.075854999999999992 -0.0056899999999999997 -0.14582499999999995 0.11252000000000002 -0.063519999999999979 -0.0053099999999999996 0.08536500000000001 -0.15385999999999997 0.089625000000000024 -0.064464999999999981 0.41171500000000005 0.090000000000000011 0.092855000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 22 14 8 -8 10 -10 11 -3 -13 24 -2 -15 -11 -5 19 -17 -6 -14 -4 26 -9 27 -18 -26
right_child=5 6 3 17 20 -7 7 13 9 16 -12 12 21 15 -16 18 23 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.00037515968403822479 0.00027664058585017938 0.00075312191065922559 0.00068284860475747219 0.00037637017351114111 0.00080883463898467922 3.4855045673016039e-05 0.00052780954862143232 0.00076065058003088712 0.00059457437499299862 0.0009294604833204439 0.00069542130476031106 0.0010981154135483162 0.00084600584470874288 0.00088202954290263051 0.00049593575862405331 0.00072635656611272012 0.00078010143395600693 0.00052784091808871206 0.00080709732529272863 0.00057743592798046748 0.0009688115606952374 0.0009281055907812666 0.00052106142372321002 0.0006960252964281628 0.00093392071345478232 0.00081885737108439399 0.00085004674879667552 0.0008726441082168026
leaf_weight=97 62 83 55 66 67 55 52 67 62 72 71 52 173 53 61 164 70 95 75 71 61 323 56 57 52 52 98 54
leaf_count=97 62 83 55 66 67 55 52 67 62 72 71 52 173 53 61 164 70 95 75 71 61 323 56 57 52 52 98 54
internal_value=0 0.000761079 0.000586746 0.000637968 0.000753687 0.000277479 0.000811996 0.000756811 0.00084525 0.000784153 0.000876445 0.000896757 0.000918448 0.000777003 0.000385683 0.000736931 0.000823609 0.000465966 0.00071201 0.000681513 0.000885349 0.000899541 0.000601544 0.00078958 0.000841496 0.000875555 0.000821113 0.000903037
internal_weight=0 2198 497 400 239 178 1701 640 1061 359 702 631 548 588 123 363 297 161 310 235 128 496 111 225 225 158 168 106
internal_count=2376 2198 497 400 239 178 1701 640 1061 359 702 631 548 588 123 363 297 161 310 235 128 496 111 225 225 158 168 106
is_linear=0
shrinkage=0.0032998


Tree=7755
num_leaves=21
num_cat=0
split_feature=1 12 3 1 2 14 3 3 2 12 3 12 3 4 160 12 42 1 3 12
split_gain=11.4656 1.81167 1.55632 1.23447 0.949622 0.636161 0.627468 1.30133 0.577946 0.415881 0.362531 0.353181 0.333405 0.202895 0.198567 0.195704 0.171281 0.141321 0.138887 0.0683605
threshold=0.10915500000000002 -0.011819999999999999 -0.036004999999999988 0.092655000000000015 0.11556500000000001 0.054835000000000009 0.30112000000000005 0.077930000000000013 0.114165 0.090465000000000004 -0.092019999999999977 0.08536500000000001 0.086245000000000016 0.032965000000000001 -0.069549999999999987 -0.041134999999999991 0.090375000000000025 0.12765500000000005 -0.072419999999999984 0.091865000000000016
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 8 -1 5 9 7 17 -2 10 11 -3 18 14 16 -8 -11 -4 -12 -16
right_child=2 4 6 -5 -6 -7 15 -9 -10 13 12 -13 -14 -15 19 -17 -18 -19 -20 -21
leaf_value=0.0011037027147258677 0.00097183019815652973 0.00090762179799277912 0.00041099854078839663 0.00049469375553411914 0.00084867295583578245 0.0014872034942730093 0.00033997146531277507 0.00087367670111340463 0.00055837560926349453 0.00087716436740105982 0.0012501585801736423 0.0012268431897797848 0.0010538071476079115 0.00095413061202192281 0.0010581254928525715 5.5472842884563293e-05 0.0011355655705802754 0.00016954800163626981 0.0014320227026222046 0.0011809191477997695
leaf_weight=69 95 79 54 77 98 73 53 69 61 59 702 75 96 89 65 53 57 53 52 349
leaf_count=69 95 79 54 77 98 73 53 69 61 59 702 75 96 89 65 53 57 53 52 349
internal_value=0 0.00113697 0.000545704 0.000782754 0.00116577 0.00118408 0.00039916 0.00052008 0.000810385 0.00117042 0.00121225 0.00106332 0.00123919 0.00110252 0.00112737 0.000198054 0.00100444 0.000291731 0.00126275 0.00116173
internal_weight=0 1940 438 146 1794 1696 282 176 156 1623 1004 154 850 619 530 106 116 107 754 414
internal_count=2378 1940 438 146 1794 1696 282 176 156 1623 1004 154 850 619 530 106 116 107 754 414
is_linear=0
shrinkage=0.0032998


Tree=7756
num_leaves=16
num_cat=0
split_feature=4 12 2 14 16 14 4 3 12 13 4 2 2 51 4
split_gain=7.04379 2.82908 2.14014 1.04202 0.700777 0.506044 0.501989 0.415307 0.294905 0.407979 0.397175 0.20634 0.200141 0.189455 0.188787
threshold=0.27161500000000005 -0.011819999999999999 0.14234000000000005 0.019675000000000002 -0.48950499999999991 -0.42214499999999994 -0.011514999999999999 0.12566000000000002 0.093270000000000006 0.039845000000000012 -0.38908499999999996 0.096015000000000017 0.11252000000000002 0.11144500000000002 0.062150000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 12 -6 -1 8 9 10 -3 -8 -2 14 -10
right_child=4 2 -4 -5 5 -7 11 -9 13 -11 -12 -13 -14 -15 -16
leaf_value=0.00050333356843870844 0.00080458214061971994 0.001428006640932321 0.00045416403024083101 0.0015111777940644659 0.00057159364696535554 0.00015779708278745226 0.00099719163318603586 0.00083559760759040994 0.0011078040218395419 0.00094136944434730662 0.0011576456287488057 0.00071163422171780085 0.00055796567345292516 0.0008700996696107805 0.00090592184335702296
leaf_weight=83 69 64 52 77 58 73 52 56 408 91 1042 62 78 53 60
leaf_count=83 69 64 52 77 58 73 52 56 408 91 1042 62 78 53 60
internal_value=0 0.00107652 0.00111552 0.00113408 0.000517319 0.000341274 0.000699606 0.00111769 0.00112687 0.00115572 0.00117332 0.000842198 0.000673964 0.00106051 0.001082
internal_weight=0 2100 1903 1851 278 131 197 1774 1718 1197 1106 114 147 521 468
internal_count=2378 2100 1903 1851 278 131 197 1774 1718 1197 1106 114 147 521 468
is_linear=0
shrinkage=0.0032998


Tree=7757
num_leaves=16
num_cat=0
split_feature=15 13 39 16 15 15 130 43 13 15 16 1456 43 15 16
split_gain=7.18063 3.0061 2.61068 1.071 0.548214 0.693098 0.521661 0.353328 0.351258 0.306873 0.253114 0.217212 0.167981 0.114778 0.0896698
threshold=-0.2987999999999999 -0.16392499999999996 0.0095750000000000019 -0.51287499999999986 0.03981500000000001 0.13106500000000001 -1.0000000180025095e-35 -0.12584499999999996 -0.091984999999999983 -0.087404999999999983 -0.44010499999999991 -0.077769999999999992 -0.17922499999999997 -0.044164999999999989 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 13 3 -3 6 8 -5 -8 -6 -4 -1 -9 -10 -2 -12
right_child=1 2 9 4 5 -7 7 11 12 -11 14 -13 -14 -15 -16
leaf_value=0.0006707434526919124 0.00078833758087164273 0.0009040100918654829 0.00099828206114631877 0.00094298996914007817 0.0016034834292836266 0.0009937640519489387 0.0010280463367077777 0.001422708644876257 0.0015420111992972862 0.00072405202622020774 0.00031776984822170135 0.0012568264422318739 0.0013421091073586076 0.00057108461039884044 0.00051350601565155899
leaf_weight=72 54 82 89 62 71 55 69 101 52 92 53 765 653 56 52
leaf_count=72 54 82 89 62 71 55 69 101 52 92 53 765 653 56 52
internal_value=0 0.00121046 0.00123845 0.00127438 0.00129097 0.00135402 0.00123839 0.00125794 0.00137951 0.000859089 0.000519255 0.00127621 0.0013569 0.000678056 0.000415041
internal_weight=0 2201 2091 1910 1828 831 997 935 776 181 177 866 705 110 105
internal_count=2378 2201 2091 1910 1828 831 997 935 776 181 177 866 705 110 105
is_linear=0
shrinkage=0.0032998


Tree=7758
num_leaves=11
num_cat=0
split_feature=2 1186 14 448 43 13 132 50 51 11
split_gain=0.104836 0.100269 0.0825909 0.0862017 0.09082 0.199939 0.220742 0.0990163 0.0933326 0.0612689
threshold=0.17000000000000001 0.0044650000000000011 0.076175000000000007 -0.065209999999999976 -0.11278499999999998 0.17982000000000001 0.004745000000000001 0.12170000000000002 0.12016500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 9 -6
right_child=-2 -3 -4 4 7 -7 -8 -9 -10 -11
leaf_value=0.00018264483650595991 -0.0016699737162092104 0.00050827226875456725 0.011646682934388459 -0.0090757771640548081 0.0063701666125167075 0.0091989935534973546 0.0054182747932683302 0.0013582384033211487 0.013492824910124082 0.011088341030448702
leaf_weight=71 52 93 76 58 1645 81 61 100 58 83
leaf_count=71 52 93 76 58 1645 81 61 100 58 83
internal_value=0 0.00594362 0.00616919 0.00597536 0.00617166 0.00274619 -0.00163096 0.00653396 0.00682275 0.00659783
internal_weight=0 2326 2233 2157 2086 200 119 1886 1786 1728
internal_count=2378 2326 2233 2157 2086 200 119 1886 1786 1728
is_linear=0
shrinkage=0.16829


Tree=7759
num_leaves=19
num_cat=0
split_feature=4 12 3 3 4 12 4 3 12 43 3 15 52 3 52 43 47 131
split_gain=7.32922 2.61834 1.38823 0.810274 0.714776 0.696 0.500325 0.787711 0.338843 0.222617 0.163862 0.275001 0.221251 0.197183 0.156979 0.21061 0.154462 0.0612446
threshold=0.27161500000000005 -0.011819999999999999 0.149315 0.31400500000000003 -0.019794999999999997 0.12385000000000002 -0.072054999999999994 0.08734500000000002 0.092495000000000008 -0.065804999999999989 0.092330000000000009 0.03981500000000001 -0.11333999999999998 -0.11197999999999998 0.044705000000000002 -0.00013499999999999997 0.079855000000000023 0.10716500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 14 -1 6 10 8 16 -6 11 12 -3 -13 15 -2 -8 -10
right_child=3 2 -4 -5 9 -7 7 -9 17 -11 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.00032812619535778131 0.00029557517323362012 0.0010814500383801893 0.0004860919603049783 6.3557551078526604e-05 0.00064177727217518642 0.00068868525578576602 0.0010399372786022562 0.00059861509047201946 0.00095534772592660892 0.00091817856729993616 0.0012780992958614005 0.0013198211761861075 0.00079591715241064545 0.0011037941327502014 0.00065494440378558708 0.0005419236392249149 0.001178590275816713 0.00082776221590141904
leaf_weight=63 61 65 52 58 79 62 461 52 299 55 59 52 57 577 56 103 114 53
leaf_count=63 61 65 52 58 79 62 461 52 299 55 59 52 57 577 56 103 114 53
internal_value=0 0.000981595 0.00101911 0.000411213 0.000618998 0.00103407 0.00104602 0.000995464 0.00101769 0.000755488 0.00110707 0.00109359 0.000948334 0.00112171 0.000502707 0.000450509 0.00106749 0.000936237
internal_weight=0 2100 1903 278 197 1851 1789 979 927 134 810 751 122 629 220 164 575 352
internal_count=2378 2100 1903 278 197 1851 1789 979 927 134 810 751 122 629 220 164 575 352
is_linear=0
shrinkage=0.0032998


Tree=7760
num_leaves=22
num_cat=0
split_feature=3 2 2 30 16 16 3 43 16 3 39 16 2 3 3 3 43 16 42 133 43
split_gain=11.3871 2.6702 2.66908 1.70134 0.786614 0.693529 0.822548 0.684725 0.491243 0.409122 0.381119 0.299909 0.318853 0.355882 0.297229 0.254728 0.151587 0.132572 0.128687 0.107341 0.0532529
threshold=-0.058704999999999993 0.11891500000000001 0.114165 0.086065000000000016 0.23993500000000004 0.081265000000000018 0.11191000000000002 -0.066864999999999994 -0.39442499999999997 0.20828500000000003 0.087880000000000014 0.25032500000000008 0.097070000000000004 -0.11327499999999999 0.086245000000000016 -0.15680499999999997 0.043850000000000007 -0.066924999999999985 0.088020000000000015 -0.42189999999999994 -0.078409999999999994
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=2 3 8 5 -4 6 7 -2 -1 10 -3 12 13 -10 -9 -13 18 -14 -15 -18 -17
right_child=1 9 4 -5 -6 -7 -8 14 11 -11 -12 15 17 16 -16 20 19 -19 -20 -21 -22
leaf_value=0.00076242399561953465 0.0004517426191853564 0.00038546962140480049 0.00030334613426288945 3.9310286575632827e-05 0.00080938609132489658 0.00091971070095039757 0.00028203039638841716 0.00092449686944992278 0.0012440666357223609 -8.7910746537587936e-05 2.9784131087895013e-05 0.0010775767976673898 0.00099390673186167794 0.0010748880577740134 0.00063419629721833714 0.00086359007676178998 0.0010424461848093096 0.00078039329717226834 0.00098905003239899408 0.00085417732679743668 0.00071618172111131279
leaf_weight=89 92 78 78 54 59 90 73 98 97 62 57 53 61 662 65 67 59 72 287 85 52
leaf_count=89 92 78 78 54 59 90 73 98 97 62 57 53 61 662 65 67 59 72 287 85 52
internal_value=0 0.000456493 0.00096394 0.000591197 0.000521533 0.000662409 0.0005917 0.000680213 0.00100218 0.000133573 0.000235552 0.00101643 0.00103344 0.00105072 0.000808949 0.000885372 0.00103353 0.000878585 0.00104897 0.00093156 0.000799472
internal_weight=0 669 1721 472 137 418 328 255 1584 197 135 1495 1323 1190 163 172 1093 133 949 144 119
internal_count=2390 669 1721 472 137 418 328 255 1584 197 135 1495 1323 1190 163 172 1093 133 949 144 119
is_linear=0
shrinkage=0.0032998


Tree=7761
num_leaves=19
num_cat=0
split_feature=4 15 15 0 1 1213 1212 43 4 43 13 159 3 471 15 1 43 15
split_gain=0.149121 0.123035 0.104172 0.155894 0.0871226 0.0842206 0.185711 0.112251 0.15901 0.157933 0.120781 0.222143 0.093957 0.0894982 0.093668 0.0838126 0.0751453 0.0602813
threshold=0.27044500000000005 -0.14151499999999997 -0.4680149999999999 -0.10490499999999998 0.076010000000000008 -0.12077499999999998 -0.04353499999999999 -0.035884999999999993 -0.16270999999999997 -0.011764999999999998 -0.15310499999999996 0.078675000000000009 -0.046329999999999989 0.085130000000000025 0.087575000000000014 0.10342000000000001 -0.0084099999999999991 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 6 -3 8 -7 17 -11 16 13 14 -10 -14 -12 -9
right_child=2 5 3 -5 -6 7 -8 9 12 10 11 -13 15 -15 -16 -17 -18 -19
leaf_value=0.0070705888725872551 0.007040191501852709 0.0083735089898598503 0.0049607419643951595 -0.004680552155925723 0.016456663994322808 -0.003444668595582566 -0.005646728915710714 0.01013581328304356 0.0079270513934179172 0.00055760534308643933 0.00042860094476211686 0.016874458020976507 0.0057136032783171517 -8.3508393928336173e-05 0.003660739780043509 -0.0036554274746111374 0.00714046491590835 0.017653092702825002
leaf_weight=56 90 55 94 96 58 57 52 75 556 78 52 66 54 57 200 54 587 53
leaf_count=56 90 55 94 96 58 57 52 75 556 78 52 66 54 57 200 54 587 53
internal_value=0 0.00646744 0.00232355 7.98955e-05 0.0118617 0.00615845 0.00154314 0.00641893 0.00516138 0.00776699 0.00686633 0.00756177 0.00569595 0.0063159 0.00680077 0.00101245 0.00659708 0.0132625
internal_weight=0 2110 280 190 114 1996 107 1889 978 911 783 705 921 813 756 108 639 128
internal_count=2390 2110 280 190 114 1996 107 1889 978 911 783 705 921 813 756 108 639 128
is_linear=0
shrinkage=0.16829


Tree=7762
num_leaves=20
num_cat=0
split_feature=2 2 2 13 0 13 0 14 0 47 52 2 43 13 402 2 0 402 52
split_gain=9.13654 3.24973 1.57739 0.989818 0.787724 0.757742 0.59167 0.531184 0.487698 0.288645 0.287189 0.23355 0.204356 0.195691 0.174173 0.187831 0.128558 0.091775 0.0824086
threshold=0.13538500000000001 -1.0000000180025095e-35 0.10045500000000002 -0.14545999999999995 -0.14454499999999995 -0.099939999999999987 -0.067969999999999989 0.062655000000000016 -0.11073999999999999 0.11043500000000002 -0.5492149999999999 0.09036000000000001 -0.072864999999999985 -0.079149999999999984 0.086595000000000019 0.094835000000000017 -0.18560999999999997 0.097495000000000012 0.0029250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 -4 16 -2 -1 8 11 14 -6 -3 -7 -12 15 -10 -5 -16 -15
right_child=5 2 3 4 10 12 -8 -9 9 -11 13 -13 -14 18 17 -17 -18 -19 -20
leaf_value=0.00095080341122034289 9.9508766766916951e-05 0.0011883920778762308 0.00063191849098740815 0.00097987855573912247 0.0014114594660039957 0.00040799068369992768 0.00053400131036821484 0.0015686078165454166 0.0012912747109414498 0.001047133537967129 0.0013083329654719306 0.00090039850372723913 0.000682295604779558 0.0010470332686821184 0.0014923480869329488 0.0011473261529814356 0.00074723399968229976 0.0013319579408262356 0.0011788580562849063
leaf_weight=68 57 76 52 55 55 54 83 66 991 56 67 54 68 135 65 115 53 124 96
leaf_count=68 57 76 52 55 55 54 83 66 991 56 67 54 68 135 65 115 53 124 96
internal_value=0 0.00118977 0.00122404 0.00106506 0.00111384 0.000414358 0.000721934 0.00127674 0.00126371 0.00128241 0.00118956 0.00106904 0.000561171 0.00114849 0.00129256 0.00127634 0.000866037 0.00138731 0.00110197
internal_weight=0 2211 2060 513 461 179 151 1547 1481 1351 353 130 122 298 1295 1106 108 189 231
internal_count=2390 2211 2060 513 461 179 151 1547 1481 1351 353 130 122 298 1295 1106 108 189 231
is_linear=0
shrinkage=0.0032998


Tree=7763
num_leaves=13
num_cat=0
split_feature=9 2 0 14 12 12 1213 15 4 159 40 16
split_gain=0.1643 0.123237 0.111883 0.11153 0.101624 0.116667 0.0859376 0.0743305 0.0725472 0.0776471 0.040366 0.0810433
threshold=-1.0000000180025095e-35 0.11715500000000001 -0.016419999999999997 0.054835000000000009 -0.088294999999999985 -0.011819999999999999 -0.112105 -0.037184999999999996 0.26790000000000008 0.0096550000000000021 -0.055059999999999991 -0.072054999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 -2 -6 -7 10 9 -8 -3 -12
right_child=1 2 -4 -5 5 6 8 -9 -10 -11 11 -13
leaf_value=-0.0019671286022832002 0.00081628481344198252 0.0069224637036791646 0.0098016396484756074 0.012812036963405649 0.014023465163635462 0.0014844889043694287 0.006396710494042431 -0.0040462897953734119 0.0017910137595004278 0.0098404139863329798 -0.0029186728005044073 0.0050949079824914156
leaf_weight=74 92 53 55 78 58 99 1380 55 85 217 65 79
leaf_count=74 92 53 55 78 58 99 1380 55 85 217 65 79
internal_value=0 0.00607022 0.00291928 0.00655083 0.00629698 0.00657019 0.00632646 0.00141005 0.00661038 0.00686577 0.00294251 0.00146519
internal_weight=0 2316 307 2009 1931 1839 1781 252 1682 1597 197 144
internal_count=2390 2316 307 2009 1931 1839 1781 252 1682 1597 197 144
is_linear=0
shrinkage=0.16829


Tree=7764
num_leaves=17
num_cat=0
split_feature=1 12 124 2 3 9 12 2 4 13 150 16 3 51 3 4
split_gain=7.23871 1.62424 0.952046 0.885866 0.446903 0.438243 0.377361 0.326965 0.293891 0.293641 0.158462 0.181644 0.283574 0.127047 0.110704 0.053937
threshold=0.10538500000000002 -1.0000000180025095e-35 -0.082254999999999981 0.11252000000000002 0.091170000000000015 -1.0000000180025095e-35 0.11769500000000001 0.11237500000000002 0.10440500000000001 -1.0000000180025095e-35 0.10389500000000002 0.25032500000000008 -0.1535 -0.020999999999999994 -0.012769999999999998 -0.039459999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 8 6 -2 10 -7 -3 -5 11 12 -4 15 -14 -13
right_child=1 3 4 9 -6 7 -8 -9 -10 -11 -12 13 14 -15 -16 -17
leaf_value=0.00079355867233589104 0.00023515879201031138 0.0011688898255505504 0.001429881817846104 0.00053608990830202291 0.00096406659925203533 0.00078676319796700651 0.00093235203373902178 0.00046144367947605574 0.00086947394414351581 0.00082425096849620088 0.0010383620541706282 0.0012484705869084383 0.0012004871160701171 0.00097300962173683112 0.0013322902540209944 0.0011005684142033111
leaf_weight=74 55 91 68 71 103 54 61 92 61 87 67 55 1246 57 79 69
leaf_count=74 55 91 68 71 103 54 61 92 61 87 67 55 1246 57 79 69
internal_value=0 0.000718713 0.00116186 0.000868661 0.00117694 0.000487275 0.0011898 0.000582009 0.00104896 0.000694984 0.00119935 0.00120618 0.00121921 0.00110573 0.00120837 0.00116645
internal_weight=0 511 1879 310 1805 201 1702 146 152 158 1641 1574 1393 181 1325 124
internal_count=2390 511 1879 310 1805 201 1702 146 152 158 1641 1574 1393 181 1325 124
is_linear=0
shrinkage=0.0032998


Tree=7765
num_leaves=18
num_cat=0
split_feature=1 131 3 12 43 2 1 41 403 15 16 403 15 15 13 133 3
split_gain=0.285889 0.193728 0.286616 0.119506 0.172004 0.103389 0.10333 0.101988 0.09123 0.175889 0.150531 0.109545 0.0828787 0.0733242 0.07241 0.0211482 0.0133265
threshold=0.12007000000000002 0.088910000000000017 0.25468500000000005 -0.081914999999999988 -0.081694999999999976 -0.007134999999999999 0.13368000000000005 0.08178500000000001 -0.085834999999999981 0.087720000000000006 -0.080894999999999981 -0.081664999999999988 0.11568500000000001 0.098605000000000012 -0.050149999999999993 -0.0011249999999999999 -0.069729999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 -5 -2 8 9 10 15 -10 13 -13 -11 -7 -14
right_child=1 -3 -4 5 -6 7 -8 -9 11 14 -12 12 16 -15 -16 -17 -18
leaf_value=-0.0053264546861915112 -0.0034721867471716769 0.0093204620933308377 -0.012108862307295515 0.014383087873898054 0.0070210950731700158 0.0068883094616893686 0.0060487234194959993 -0.00043478602633926177 0 0.00062132315965325959 0.019507565186885761 0.0069634610611528378 0.00050132257987723196 0.013013896414435943 0.0086338475050012249 0.011644453354043349 0.004178558803756444
leaf_weight=55 53 57 55 54 76 54 82 52 69 59 67 1344 53 60 71 58 62
leaf_count=55 53 57 55 54 76 54 82 52 69 59 67 1344 53 60 71 58 62
internal_value=0 0.000710331 -0.00186325 0.00676627 0.00182329 0.00708865 0.00229758 0.00688563 0.00708724 0.00974499 0.0131729 0.00656895 0.00686686 0.00722331 0.00501121 0.00936735 0.00249946
internal_weight=0 247 190 2134 131 2003 135 1949 1897 309 179 1588 1519 1404 130 112 115
internal_count=2381 247 190 2134 131 2003 135 1949 1897 309 179 1588 1519 1404 130 112 115
is_linear=0
shrinkage=0.16829


Tree=7766
num_leaves=26
num_cat=0
split_feature=1 131 3 2 1 1 3 475 156 51 3 50 160 3 13 15 1213 15 403 13 12 12 52 16 133
split_gain=0.197843 0.134022 0.198223 0.104683 0.151038 0.241123 0.118092 0.11278 0.146453 0.0901962 0.0833122 0.0824886 0.0763361 0.0755656 0.072449 0.0621484 0.0700211 0.0548694 0.0831414 0.0810825 0.0520797 0.0929552 0.0511533 0.0485108 0.0325376
threshold=0.12007000000000002 0.088910000000000017 0.25468500000000005 0.090225000000000014 0.089405000000000012 0.10205500000000002 0.0025650000000000004 -0.085684999999999997 0.087045000000000011 0.023625000000000004 0.0025650000000000004 0.10956 -0.51146999999999987 -0.107915 0.0066850000000000008 -0.088954999999999992 -0.036884999999999994 0.087720000000000006 -0.11087499999999999 -0.048554999999999994 0.091055000000000011 0.097060000000000021 -0.023474999999999996 0.0063750000000000013 -0.010174999999999998
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 10 7 9 -6 14 -1 12 15 -2 -11 -9 -14 -7 24 -17 18 -15 -19 23 -22 -10 -18 -5
right_child=1 -3 -4 4 5 6 -8 8 22 11 -12 -13 13 17 -16 16 20 19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.013013869702592397 -0.0014865287395086719 0.0077519238825442703 -0.010071064432780306 0.0051579507053496612 -0.0063455304689034094 -0.0032661282084958214 0.0087572227966862433 0.0013524271797765346 -0.0034434409072193286 0.015069701192988148 0.0070347584256813004 0.0055157825909950015 0.012207354059564132 0.013320538640617557 0.0048972645421642971 0.0092754933221114774 -0.0030682292283794993 0.0022441353009150251 0.0069918152383633501 0.008157500997568316 0.0083175116445062865 0.0015025404415950421 0.0038835125145590581 0.0036164167312734748 0.010886325397551164
leaf_weight=75 81 57 55 53 86 62 92 67 52 52 54 52 81 67 61 59 63 154 530 116 101 131 56 60 64
leaf_count=75 81 57 55 53 86 62 92 67 52 52 54 52 81 67 61 59 63 154 530 116 101 131 56 60 64
internal_value=0 0.000589565 -0.00154969 0.00562877 0.0042899 0.00117736 0.00419487 0.00667333 0.00624828 0.00576246 0.00190868 0.01031 0.00687527 0.0072637 0.000767777 0.00486841 0.00389236 0.00679976 0.00770508 0.00479135 0.00299263 0.00447715 0.000339085 0.000177967 0.00830678
internal_weight=0 247 190 2134 936 301 215 1198 1123 635 135 104 1015 948 123 531 414 867 597 270 355 232 108 123 117
internal_count=2381 247 190 2134 936 301 215 1198 1123 635 135 104 1015 948 123 531 414 867 597 270 355 232 108 123 117
is_linear=0
shrinkage=0.16829


Tree=7767
num_leaves=22
num_cat=0
split_feature=4 150 14 376 2 1213 47 12 47 1 12 43 1 2 48 2 4 2 12 151 1212
split_gain=0.165808 0.106261 0.118151 0.100074 0.0794019 0.0711495 0.0796241 0.166963 0.111954 0.141642 0.0752882 0.0763872 0.137228 0.151821 0.14546 0.0556763 0.11577 0.105008 0.0655477 0.0602576 0.045252
threshold=0.36766000000000004 0.081245000000000026 -0.42214499999999994 0.080200000000000007 0.11252000000000002 -0.13252999999999998 0.078875000000000015 0.092495000000000008 0.09364500000000002 0.093400000000000025 0.084555000000000005 -0.092454999999999982 0.086920000000000011 0.089275000000000007 0.084485000000000018 0.091205000000000008 -0.090609999999999982 0.09277500000000001 0.11769500000000001 -0.0038099999999999996 -0.14780999999999997
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 -2 5 -4 20 10 8 -8 -10 11 -7 13 -13 -14 16 -12 -17 -19 -18 -1
right_child=1 -3 4 -5 -6 6 7 -9 9 -11 15 12 14 -15 -16 17 19 18 -20 -21 -22
leaf_value=0.0057506033210226104 0.004975522597803427 0.0064082825224075464 0.00068985256024765493 -0.0010580099670437402 -0.0076479321523072559 -0.0036063421186885657 0.015995137894972117 0.0016809479162098015 0.0025485100713144022 0.013682631884578061 0.012806205339158614 0.0030099406058077664 -0.0059488141597438121 0.012473761811240774 0.0043292670440585506 -0.0028416401033577333 0.0094836637415706242 0.005302927026980056 -0.00094512512179716925 0.0046031157932147366 0.012635215605492323
leaf_weight=57 52 58 52 81 84 53 63 101 76 57 63 166 76 68 80 63 83 371 54 569 54
leaf_count=57 52 58 52 81 84 53 63 101 76 57 63 166 76 68 80 63 83 371 54 569 54
internal_value=0 0.000104269 -0.00183103 0.00472573 -0.00444675 0.00495468 0.00471603 0.0072608 0.010127 0.00733379 0.00425576 0.00237237 0.00318947 0.00576779 -0.000666487 0.00494782 0.00589748 0.00355273 0.00450483 0.00522717 0.00911606
internal_weight=0 246 188 2135 136 2054 1943 297 196 133 1646 443 390 234 156 1203 715 488 425 652 111
internal_count=2381 246 188 2135 136 2054 1943 297 196 133 1646 443 390 234 156 1203 715 488 425 652 111
is_linear=0
shrinkage=0.16829


Tree=7768
num_leaves=27
num_cat=0
split_feature=2 12 2 2 12 12 12 16 49 16 16 2 16 12 49 2 16 16 12 1210 402 475 133 2 2 2
split_gain=6.0943 3.34946 0.967895 0.559985 0.426469 0.323661 0.366054 0.41679 0.231013 0.141903 0.139741 0.118886 0.120752 0.124765 0.109787 0.103876 0.098051 0.0938103 0.0896378 0.0667493 0.0679948 0.0665063 0.0838194 0.0505055 0.0298408 0.0275108
threshold=0.11404000000000002 -0.029844999999999997 0.14271500000000001 -1.0000000180025095e-35 0.088105000000000003 0.099815000000000015 0.078515000000000015 -0.055679999999999993 -0.0087399999999999995 0.26391000000000003 -0.083104999999999984 0.090050000000000005 -0.069894999999999985 0.092495000000000008 0.059705000000000001 0.090545000000000014 0.065440000000000012 -0.088144999999999987 0.11086000000000001 -0.081594999999999987 0.049895000000000002 -0.081364999999999979 0.024130000000000002 0.097070000000000004 0.092735000000000026 0.088555000000000009
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 3 4 -1 10 6 7 8 -3 -6 -2 12 19 16 18 -9 -14 -4 25 -8 -21 -13 24 -24 -23 -7
right_child=2 5 17 -5 9 14 11 15 -10 -11 -12 21 13 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27
leaf_value=0.00024846847848017004 0.00027593363921889739 0.0005012639126424867 5.2632428805868736e-05 0.00060626656799531739 0.0005413600650137773 0.0007373973380920345 0.00087525567728612521 0.0010248557789988796 0.00080412095279813365 0.00078651395830407452 0.00049175833477038201 0.00099742233853644321 0.00091447705883897061 0.00079027022500586239 0.00090230666523560268 0.00083114709807646575 0.0010672126519518958 0.00023547367483269638 0.00063801351289883592 0.00098026076493540251 0.001081213379678393 0.00074510652071083181 0.00096257903109320643 0.00083714767949356721 0.00084614734725689241 0.0008501695935875333
leaf_weight=91 66 59 58 101 52 54 55 60 53 54 67 53 300 78 63 68 58 66 65 362 102 57 112 60 109 58
leaf_count=91 66 59 58 101 52 54 55 60 53 54 67 53 300 78 63 68 58 66 65 362 102 57 112 60 109 58
internal_value=0 0.000851813 0.000387196 0.000436869 0.00050999 0.000895424 0.000912647 0.00079295 0.000644895 0.000666582 0.000384922 0.000933963 0.000954278 0.000912736 0.000781463 0.000922223 0.00093932 0.000150235 0.000738252 0.000989109 0.00100253 0.000884254 0.000866404 0.000919029 0.000811665 0.000796112
internal_weight=0 2018 363 192 239 1826 1586 240 112 106 133 1346 955 436 240 128 358 124 177 519 464 391 338 172 166 112
internal_count=2381 2018 363 192 239 1826 1586 240 112 106 133 1346 955 436 240 128 358 124 177 519 464 391 338 172 166 112
is_linear=0
shrinkage=0.0032998


Tree=7769
num_leaves=20
num_cat=0
split_feature=12 2 150 43 40 2 12 0 12 0 11 0 123 2 43 483 2 474 2
split_gain=7.28954 3.31375 0.578722 1.18036 0.556521 0.531106 0.489016 0.415183 0.41115 0.378417 0.293891 0.382296 0.268975 0.22112 0.143332 0.115221 0.0849053 0.0638902 0.0539909
threshold=-0.029844999999999997 0.11585500000000001 0.082965000000000025 -0.015804999999999996 -0.063404999999999989 0.14870000000000003 0.088105000000000003 -0.14822499999999997 0.10005000000000001 -0.063914999999999986 0.079915000000000014 -0.10075499999999998 0.087590000000000015 0.11067500000000001 -0.105305 0.080810000000000007 0.087645000000000015 0.083855000000000013 0.095935000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 17 12 6 -3 16 10 14 11 -9 -1 -6 -10 -13 -2 -4 -16
right_child=1 5 3 -5 13 -7 -8 8 9 -11 -12 15 -14 -15 18 -17 -18 -19 -20
leaf_value=0.00079582056042499724 0.0014706179464543843 0.00060522215147595872 0.0012791604474430486 0.00066875855515265647 0.00053534101531000136 0.00044417385212600931 0.00097218499975828794 0.00096982429251140994 0.001254813941673829 0.00079946945099279565 0.0014025701089370995 0.0011978997372259553 0.00053824592805666344 0.0002521899265800328 0.0011234450461756415 0.0010937074173177053 0.0012776489095987181 0.0011114365409951193 0.00097054018854479283
leaf_weight=95 52 69 57 79 57 56 95 99 52 60 63 1031 85 65 52 140 58 54 62
leaf_count=95 52 69 57 79 57 56 95 99 52 60 63 1031 85 65 52 140 58 54 62
internal_value=0 0.0011064 0.00115175 0.000978064 0.000557504 0.00072301 0.000818007 0.0011715 0.00115753 0.00102618 0.00117977 0.00116869 0.000674384 0.000384771 0.00110791 0.00118547 0.00136919 0.00119788 0.0010406
internal_weight=0 2079 1859 190 302 220 164 1669 1559 226 1333 1270 180 122 166 1171 110 111 114
internal_count=2381 2079 1859 190 302 220 164 1669 1559 226 1333 1270 180 122 166 1171 110 111 114
is_linear=0
shrinkage=0.0032998


Tree=7770
num_leaves=28
num_cat=0
split_feature=12 12 43 13 16 43 12 49 16 0 47 16 16 1429 52 52 16 16 42 52 43 16 16 13 16 42 13
split_gain=5.03979 2.43413 1.2954 1.58384 0.684478 0.648392 0.591963 0.475005 0.333036 0.32222 0.305882 0.276343 0.212718 0.200523 0.211059 0.267162 0.154377 0.22206 0.114017 0.107075 0.157297 0.105761 0.102397 0.053137 0.0465375 0.00754023 0.00099125
threshold=0.077755000000000005 0.13969000000000004 -0.049914999999999994 -0.24588999999999997 -0.28430999999999995 -0.116045 0.094545000000000018 -0.051259999999999993 -0.15043499999999996 -0.081854999999999997 0.077555000000000013 0.0060650000000000009 -0.034884999999999992 0.086095000000000019 -0.059354999999999991 -0.092929999999999985 -0.18776499999999999 -0.096494999999999984 0.098175000000000012 -0.5288449999999999 -0.052219999999999996 0.26676500000000009 0.057675000000000011 -0.016999999999999998 -0.072534999999999988 0.11159000000000001 -0.083894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 -4 -5 -1 13 -7 -8 -9 12 23 -6 14 15 21 -16 -18 -19 -13 -21 26 -14 25 -25 -10 -2
right_child=1 -3 3 4 10 7 8 9 11 -11 -12 19 22 -15 16 -17 17 18 -20 20 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00091575984089752331 0.0012756547581119443 0.00048895825361817611 0.00052360238750585072 0.00076871166146414956 0.00087115712878961353 0.00077707538356854824 0.00082812440100076587 0.00022834147079478775 0.0012773320195528376 0.00056749040097820163 0.0013207370656448552 0.0011345455192744937 0.0012413318262827363 0.0014031160050134365 0.001082865762577459 0.00090703967628277739 0.0014035865177848344 0.0012126783476479276 0.0013771270114036364 0.0010555162948287502 0.00081474570879504899 0.0010610327937468898 0.0010358088854625844 0.0011904792579994902 0.0010537896502136488 0.0012016893658508814 0.001214097509279304
leaf_weight=58 52 58 85 80 52 52 52 61 55 62 64 57 52 63 74 53 88 667 53 75 52 56 62 75 54 64 52
leaf_count=58 52 58 85 80 52 52 52 61 55 62 64 57 52 63 74 53 88 667 53 75 52 56 62 75 54 64 52
internal_value=0 0.00115436 0.000808204 0.000923484 0.00103301 0.000612622 0.00117785 0.000511952 0.00108029 0.000399581 0.00112479 0.00111056 0.00104904 0.00121859 0.00120794 0.00111298 0.00123084 0.00124434 0.00122483 0.00101234 0.00095721 0.00118097 0.00112987 0.0011833 0.00113353 0.00123695 0.00124521
internal_weight=0 1700 628 395 310 233 1642 175 484 123 230 432 166 1158 1095 213 882 808 720 184 127 160 114 248 129 119 104
internal_count=2328 1700 628 395 310 233 1642 175 484 123 230 432 166 1158 1095 213 882 808 720 184 127 160 114 248 129 119 104
is_linear=0
shrinkage=0.0032998


Tree=7771
num_leaves=17
num_cat=0
split_feature=4 4 41 11 51 0 47 0 0 12 3 3 3 158 12 4
split_gain=0.192441 0.116934 0.114795 0.106176 0.145284 0.132547 0.126071 0.0837041 0.105518 0.0610418 0.0805738 0.0570299 0.0741096 0.0682052 0.0277799 0.0334382
threshold=0.26900000000000007 0.40945500000000007 0.083035000000000012 0.080455000000000013 0.07955000000000001 -0.10023499999999998 0.084635000000000016 -0.14989499999999997 -0.13740499999999997 -0.082514999999999991 -0.020014999999999995 -0.083344999999999989 -0.086049999999999988 0.080150000000000013 0.08870500000000002 -0.03463999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 14 -1 -9 -3 -11 12 -10 -13 -7 -16
right_child=1 9 -4 -5 5 6 -8 8 11 10 -12 13 -14 -15 15 -17
leaf_value=0.01299734398664301 -0.0054612817036874331 0.0072918344913601284 -0.0015829848077469082 0.012389133568014169 -0.0027252894592230169 0.0095159604236259073 -0.0022442736606858734 -0.00072022320720672561 0.0066365087881446287 0.0057659389336852272 -0.002452775737368055 0.0082221449595056856 0.0023556467444807326 0.0034571900681396963 0.0082272899535532316 0.0021612903159492457
leaf_weight=60 56 69 52 81 87 77 53 54 464 60 77 782 154 97 53 52
leaf_count=60 56 69 52 81 87 77 53 54 464 60 77 782 154 97 53 52
internal_value=0 0.0013458 0.00619634 0.00639808 0.00614611 0.00287303 0.00495325 0.0067992 0.00655827 0.003205 0.00113355 0.00682202 0.00557266 0.00769836 0.0070591 0.00524029
internal_weight=0 262 2066 2014 1933 322 235 1611 1551 206 137 1497 618 879 182 105
internal_count=2328 262 2066 2014 1933 322 235 1611 1551 206 137 1497 618 879 182 105
is_linear=0
shrinkage=0.16829


Tree=7772
num_leaves=12
num_cat=0
split_feature=10 40 2 15 448 52 12 48 160 42 2
split_gain=0.167328 0.160851 0.134032 0.157448 0.0814919 0.0667619 0.160545 0.160159 0.145168 0.171983 0.0787508
threshold=0.058500000000000003 -0.084904999999999994 -0.00097499999999999985 -0.45015499999999992 -0.050549999999999991 -0.013014999999999999 -0.064509999999999984 0.093265000000000015 -0.081539999999999987 0.083955000000000016 0.12708000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 8 -7 -8 9 -6 -10
right_child=-2 2 3 4 5 6 7 -9 10 -11 -12
leaf_value=-0.0023298406317931271 -0.0042882481069292048 0.012748509559445953 -0.0035089400399478414 0.01080257858426286 0.004345405437210236 0.014092758487455056 0.0058749843028898414 -0.00097672032933545142 0.0053725869406996427 -0.0089735379600400025 -0.0014747819652552482
leaf_weight=83 57 65 60 72 58 62 1150 105 512 52 52
leaf_count=83 57 65 60 72 58 62 1150 105 512 52 52
internal_value=0 0.0049271 0.0052032 0.00497134 0.00521885 0.00501603 0.00571559 0.0053003 0.00364642 -0.00193449 0.00473808
internal_weight=0 2271 2188 2123 2063 1991 1317 1255 674 110 564
internal_count=2328 2271 2188 2123 2063 1991 1317 1255 674 110 564
is_linear=0
shrinkage=0.16829


Tree=7773
num_leaves=19
num_cat=0
split_feature=1 1 4 2 39 3 2 3 14 3 0 4 2 4 3 2 52 15
split_gain=13.0733 2.16706 1.89998 0.966176 0.961621 0.919753 0.77773 0.582973 0.571711 0.38826 0.333699 0.350321 0.304779 0.139935 0.153971 0.126224 0.0719906 0.0617734
threshold=0.10915500000000002 0.13662500000000002 0.27161500000000005 0.10981000000000002 0.081875000000000017 -0.044759999999999994 0.10859000000000001 -0.063814999999999997 0.062655000000000016 0.12566000000000002 -0.10891999999999999 0.0047850000000000011 0.14271500000000001 -0.38908499999999996 -0.10237999999999998 0.096325000000000008 -0.11592499999999999 -0.063199999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 -2 8 17 10 -5 11 -1 -3 16 -15 -6 -12 -8
right_child=1 12 -4 9 15 -7 7 -9 -10 -11 13 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0006241958627895628 0.00092282514703531844 0.00010467175566429595 0.00037263776946401349 0.00016223680112042817 0.00079058206672516051 0.00034523978770108985 0.00099153870768954469 0.00048813766469184928 0.0013157922856599383 0.00050908030832216183 0.0010356947225332815 0.00099372022743021075 -0.00022148504408847259 0.00084846917877605106 0.0010088270516299359 0.00056554346817908952 0.0012136825031139984 0.00083946055135886188
leaf_weight=53 70 59 61 102 52 53 52 53 64 54 54 61 66 72 1204 61 55 82
leaf_count=53 70 59 61 102 52 53 52 53 64 54 54 61 66 72 1204 61 55 82
internal_value=0 0.000293558 0.000946641 0.000455339 0.000965416 0.000674233 0.00098451 0.000782554 0.00100865 0.000282524 0.000995512 0.000822233 -6.72572e-05 0.00100975 0.000999806 0.000669413 0.00112583 0.000898739
internal_weight=0 404 1924 279 1863 123 1750 187 1563 156 1499 114 125 1385 1276 113 109 134
internal_count=2328 404 1924 279 1863 123 1750 187 1563 156 1499 114 125 1385 1276 113 109 134
is_linear=0
shrinkage=0.0032998


Tree=7774
num_leaves=26
num_cat=0
split_feature=1 123 1 2 123 2 14 15 15 133 155 40 13 1 13 131 133 51 133 1212 15 15 403 13 133
split_gain=9.70194 1.36034 1.11168 0.922364 0.734395 0.676069 0.55114 0.350671 0.391752 0.352825 0.319977 0.267014 0.207491 0.196147 0.214148 0.184382 0.158393 0.123677 0.0720906 0.0686871 0.125745 0.101577 0.0660498 0.0476823 0.135469
threshold=0.10808500000000001 0.081180000000000016 0.13662500000000002 0.099450000000000024 0.081180000000000016 0.10859000000000001 0.062655000000000016 0.029300000000000003 0.084855000000000014 0.082925000000000013 0.090695000000000012 -0.026419999999999996 -1.0000000180025095e-35 0.098420000000000021 0.039845000000000012 0.085335000000000008 0.097125000000000003 0.08406000000000001 -0.035819999999999991 0.041590000000000009 0.092250000000000013 0.089150000000000021 -0.082969999999999988 -0.086304999999999979 0.088685000000000014
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=1 3 4 6 5 -2 7 9 22 15 13 -4 -7 14 16 17 18 -1 -5 20 -10 -21 -9 -11 -25
right_child=2 -3 11 10 -6 12 -8 8 19 23 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 24 -26
leaf_value=0.00097532536580403049 0.00091608715082021743 0.00064450770370858197 5.5992070542285977e-05 0.00093500887638561412 0.00033671570699494617 0.00038314017512181404 0.0014290512757851651 0.0013951750841609998 0.0011787134671249714 0.0010644729787292182 0.0011295223394490045 0.00036547402961165586 0.0006651394715195861 0.00071147909502470099 0.00073507674655162204 0.0011210228774300285 0.00083625974451848289 0.00081451619257170147 0.0010977262391295851 0.00096282753225530057 0.0010586600918957609 0.0011340490051627617 0.0012364082854244862 0.0012643398780397847 0.0010800754532246431
leaf_weight=237 95 86 53 52 80 52 57 62 265 90 71 72 65 61 54 78 66 71 86 80 162 81 67 84 101
leaf_count=237 95 86 53 52 80 52 57 62 265 90 71 72 65 61 54 78 66 71 86 80 162 81 67 84 101
internal_value=0 0.00105111 0.000495397 0.00107025 0.000606947 0.000708755 0.00110905 0.00109578 0.00114681 0.00104038 0.000927397 0.000234536 0.000540108 0.000882299 0.00092255 0.00097537 0.000972003 0.00093837 0.00103667 0.00111029 0.00113325 0.00104919 0.00131299 0.00113151 0.00116393
internal_weight=0 1911 417 1825 292 212 1435 1378 717 661 390 125 117 319 258 386 204 308 138 588 427 161 129 275 185
internal_count=2328 1911 417 1825 292 212 1435 1378 717 661 390 125 117 319 258 386 204 308 138 588 427 161 129 275 185
is_linear=0
shrinkage=0.0032998


Tree=7775
num_leaves=18
num_cat=0
split_feature=1 2 457 2 151 4 4 133 49 1 0 4 4 2 1212 1212 1
split_gain=0.200181 0.179537 0.178267 0.109594 0.134627 0.131883 0.117869 0.0858843 0.0736646 0.087075 0.0685494 0.0681498 0.125795 0.0630341 0.0577715 0.116997 0.0691014
threshold=0.12719000000000003 0.15855000000000002 0.093680000000000013 0.090115000000000015 -0.086654999999999982 0.054560000000000004 -0.17689999999999997 0.40438500000000005 -0.076494999999999994 0.079415000000000013 -0.082064999999999985 0.0051600000000000005 -9.4999999999999992e-05 0.10584500000000001 0.073745000000000019 0.090840000000000018 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 5 -5 11 13 8 -8 -10 -2 12 14 -6 16 -16 -1
right_child=1 -3 -4 4 6 -7 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.0051633529660193465 -0.0072489092044179249 0.0086318519191275443 -0.0021015801480927534 -0.0026634524637415289 0.013444660696803529 0.013198217875222476 0.0095796066006615908 0.01020727660409523 0.00425490110829581 -0.00048046838913932971 1.294914834240754e-05 0.00057252068167306584 0.01483357796957142 0.0059611240497122846 0.013415446859642643 0.004945852597807587 0.010593262200062738
leaf_weight=716 60 52 82 69 65 89 53 61 413 149 94 54 52 65 89 98 74
leaf_count=716 60 52 82 69 65 89 53 61 413 149 94 54 52 65 89 98 74
internal_value=0 7.34902e-05 0.00557638 0.00588483 0.00445399 0.00695155 0.00506553 0.00416841 0.00356651 0.00299624 -0.00280468 0.00643654 0.00674253 0.00971671 0.00631005 0.00898644 0.00567425
internal_weight=0 206 2129 2047 875 1172 806 676 615 562 154 1083 1029 130 977 187 790
internal_count=2335 206 2129 2047 875 1172 806 676 615 562 154 1083 1029 130 977 187 790
is_linear=0
shrinkage=0.16829


Tree=7776
num_leaves=11
num_cat=0
split_feature=10 12 1 0 457 1429 475 42 1453 1212
split_gain=0.249846 0.176169 0.144773 0.120415 0.103432 0.084934 0.113387 0.103174 0.0815051 0.0804722
threshold=0.058500000000000003 -0.14765999999999999 0.12719000000000003 -0.066264999999999991 0.10487 0.086295000000000011 -0.088274999999999978 0.08486500000000001 -0.077764999999999987 -0.068509999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -7 -8 -10
right_child=-2 2 3 -5 -6 7 8 -9 9 -11
leaf_value=0.013922655502702108 -0.0072854238837973288 -0.0029599728379196377 -0.0069281462311280547 0.0031125479060861638 -0.002630758198628826 0.014830822833541297 0.010426883144815073 0.0043605875718688023 0.0085330633572135023 0.0042310674907269294
leaf_weight=55 52 55 57 83 54 52 70 56 134 1667
leaf_count=55 52 55 57 83 54 52 70 56 134 1667
internal_value=0 0.00449917 0.00426574 -0.000962616 0.00461716 0.00481047 0.00455114 0.00941845 0.0047729 0.00455215
internal_weight=0 2283 2228 140 2088 2034 1926 108 1871 1801
internal_count=2335 2283 2228 140 2088 2034 1926 108 1871 1801
is_linear=0
shrinkage=0.16829


Tree=7777
num_leaves=19
num_cat=0
split_feature=1213 14 1 16 13 484 13 150 457 1452 133 42 160 16 479 42 1 1213
split_gain=0.116922 0.11319 0.114322 0.0968103 0.0918328 0.127515 0.123639 0.101208 0.109041 0.0910104 0.0817603 0.122621 0.0862182 0.0800406 0.0661342 0.0652666 0.0605838 0.0565604
threshold=-0.081649999999999986 -0.10708499999999999 0.12719000000000003 -0.077229999999999979 -0.042924999999999998 0.085515000000000022 -0.16392499999999996 1.0000000180025095e-35 0.084040000000000017 0.085480000000000014 -0.032969999999999992 -0.076289999999999983 -0.079594999999999985 -0.0090499999999999973 1.0000000180025095e-35 0.083985000000000018 0.14426500000000003 -0.12977499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 4 17 6 7 -3 10 -9 14 11 -6 -12 -2 15 -8 -4 -1
right_child=1 2 16 -5 5 -7 9 8 -10 -11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0081087334880345814 0.012864605488771028 -0.00225767241466665 -0.0041211114008922363 0.0116372667101141 0.0053735539797709602 -0.0050417112075499555 0.008576493535601297 -0.0070278411656955562 0.0029474191409218 0.011536708662793159 0.010652677401613353 -0.0039727612705778795 0.0036312873177483627 0.0036344079635220305 -0.0012241536534657038 0.0042006991507482667 0.0026035846205785329 0.0015292917104959565
leaf_weight=68 56 74 97 85 70 68 114 60 64 55 56 92 454 52 54 671 62 83
leaf_count=68 56 74 97 85 70 68 114 60 64 55 56 92 454 52 54 671 62 83
internal_value=0 0.00312251 0.00283332 0.00708087 0.00320932 0.00194437 0.0043365 0.00254343 -0.00186483 0.00488434 0.00335953 5.468e-05 0.00440579 0.00843707 0.00444611 0.00483845 -0.0014876 0.00450412
internal_weight=0 2099 1991 236 1832 864 968 796 124 894 672 162 510 108 839 785 159 151
internal_count=2335 2099 1991 236 1832 864 968 796 124 894 672 162 510 108 839 785 159 151
is_linear=0
shrinkage=0.16829


Tree=7778
num_leaves=20
num_cat=0
split_feature=10 43 43 0 1 16 3 3 1 49 0 1453 49 16 484 484 0 43 0
split_gain=0.149873 0.129685 0.176639 0.136289 0.11895 0.307692 0.116598 0.204986 0.109011 0.0903228 0.0892658 0.0709118 0.0600969 0.0796174 0.0817626 0.0769284 0.0501918 0.0470984 0.0165166
threshold=0.058500000000000003 0.052150000000000009 0.14582500000000001 -0.097074999999999981 0.085595000000000018 -0.0070899999999999991 0.097710000000000005 0.13524500000000003 0.076010000000000008 -0.020999999999999994 -0.080584999999999976 -0.076894999999999977 0.10969000000000002 -0.096104999999999982 0.087150000000000019 0.062030000000000009 -0.084699999999999984 -0.080989999999999993 -0.07304999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 8 6 9 -8 -1 -6 -3 -5 13 17 15 -15 -4 -13 -14
right_child=-2 2 16 11 5 -7 7 -9 -10 -11 -12 12 18 14 -16 -17 -18 -19 -20
leaf_value=0.00038936177554261918 -0.0059905784249742501 0.015319896443467283 0.0053252625333819964 0.0092044458225081383 -0.0076996313198191306 -0.013715984604373857 0.012128385874397208 -0.0024523154739361317 0.010090193960506028 0.0013117571481402772 0.0068930078859429124 0.011271592771025386 0.0013898343983620783 0.0029521773312302367 0.0078716957812404661 -0.0035402529218572709 -0.00041503115286365175 0.0046107286886665792 -0.0026886274206204125
leaf_weight=90 52 64 91 57 59 52 53 56 52 67 83 54 57 1095 92 54 81 71 55
leaf_count=90 52 64 91 57 59 52 53 56 52 67 83 54 57 1095 92 54 81 71 55
internal_value=0 0.00313518 0.00628643 0.00262243 -2.5224e-05 -0.00200051 0.000584203 0.0046209 0.00395443 -0.0028936 0.0105741 0.00336357 0.00313709 0.00344457 0.00303437 0.00264549 0.00261154 0.0075026 -0.000596941
internal_weight=0 2283 319 1964 429 287 235 109 142 126 147 1535 1478 1366 1241 1149 172 125 112
internal_count=2335 2283 319 1964 429 287 235 109 142 126 147 1535 1478 1366 1241 1149 172 125 112
is_linear=0
shrinkage=0.16829


Tree=7779
num_leaves=16
num_cat=0
split_feature=10 12 4 400 12 151 457 52 151 457 401 484 156 12 12
split_gain=0.103747 0.113217 0.076289 0.0604841 0.0626638 0.0837826 0.164786 0.0987553 0.0826793 0.0888785 0.050988 0.0509708 0.0552169 0.0763679 0.130423
threshold=0.058500000000000003 -0.14765999999999999 -0.070894999999999986 -0.07520499999999998 -0.09168999999999998 -0.078754999999999978 0.035070000000000011 0.091080000000000008 -0.083844999999999989 -0.083209999999999992 0.10872500000000002 0.080390000000000017 0.085320000000000021 0.082530000000000006 0.085965000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 -5 8 7 -7 9 -6 11 12 13 -3 -15
right_child=-2 2 3 4 5 6 -8 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=0.010161470845154971 -0.0049824253471103331 0.0082668000501466225 -0.0039778223077219978 -0.0030256697506728389 -0.0031199452670545632 0.0030644399716972769 -0.0077582553457734892 -0.00078607977392702822 0.0094705282659818986 0.0047619933934108143 0.0086956943488455431 0.0081073163940198964 -0.0016059216075899505 -0.0020058944204434516 0.0040509952318953536
leaf_weight=55 52 81 52 70 52 621 53 270 74 180 54 59 68 128 466
leaf_count=55 52 81 52 70 52 621 53 270 74 180 54 59 68 128 466
internal_value=0 0.00260836 0.0024211 0.00164089 0.00186359 0.00213883 0.00135169 0.0018956 0.00456124 0.00298761 0.00366952 0.00332886 0.002947 0.00340833 0.00274278
internal_weight=0 2283 2228 1372 1320 1250 944 891 306 232 856 802 743 675 594
internal_count=2335 2283 2228 1372 1320 1250 944 891 306 232 856 802 743 675 594
is_linear=0
shrinkage=0.16829


Tree=7780
num_leaves=21
num_cat=0
split_feature=1 12 1 47 1 3 12 12 11 3 49 3 2 2 48 1213 52 52 3 42
split_gain=10.9533 1.55805 1.19531 1.01156 0.807409 0.700756 0.588304 0.438924 0.417488 0.622501 0.252747 0.174707 0.135168 0.130525 0.126699 0.0990769 0.0787348 0.0795933 0.0659864 0.0400033
threshold=0.10732500000000002 -0.011819999999999999 0.092655000000000015 0.097480000000000011 0.13075500000000004 0.10323000000000002 0.088335000000000011 0.09697500000000002 1.0000000180025095e-35 -0.10175499999999998 0.10470500000000001 0.10449500000000002 0.089540000000000022 0.092925000000000021 0.10396500000000002 -0.026524999999999996 -0.074744999999999992 0.026115000000000003 1.0000000180025095e-35 -1.0000000180025095e-35
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 2 -1 4 6 7 18 8 9 -3 16 -6 15 -14 -5 -11 -9 -18 -2 -19
right_child=3 5 -4 14 11 -7 -8 10 -10 12 -12 -13 13 -15 -16 -17 17 19 -20 -21
leaf_value=0.0010221603359630172 0.00033138261767038426 0.00081467798996370452 0.00041111355254431093 0.00087088765115909299 9.169033050498327e-05 0.00073387869038430288 0.0008012050945810119 0.0011280311008182355 0.0013175486292497315 0.0010706694890103992 0.0007746948991821075 0.00032031044953207061 0.00098560816017322951 0.0011174389406556195 0.00063836483550623482 0.0011569057751750439 0.00090444938936783635 0.0011049334606128231 0.00048261611227803962 0.00097677803325606737
leaf_weight=69 69 81 71 53 77 64 59 61 102 202 57 70 156 192 53 682 82 63 62 61
leaf_count=69 69 81 71 53 77 64 59 61 102 202 57 70 156 192 53 682 82 63 62 61
internal_value=0 0.0010486 0.000712524 0.000473459 0.000384812 0.00107468 0.000526996 0.0010872 0.00111247 0.00109651 0.000976752 0.000200797 0.00111501 0.00105844 0.000754959 0.00113724 0.00101976 0.000987522 0.000403228 0.00104217
internal_weight=0 1943 140 443 337 1803 190 1739 1415 1313 324 147 1232 348 106 884 267 206 131 124
internal_count=2386 1943 140 443 337 1803 190 1739 1415 1313 324 147 1232 348 106 884 267 206 131 124
is_linear=0
shrinkage=0.0032998


Tree=7781
num_leaves=26
num_cat=0
split_feature=1 2 1 52 16 2 14 0 52 12 0 16 2 393 133 484 50 0 12 12 2 0 133 1 12
split_gain=9.90702 1.50243 1.48854 0.869681 0.847289 0.769658 0.567991 0.553606 0.464818 0.371771 0.317981 0.274179 0.230854 0.284946 0.153012 0.127504 0.140987 0.126235 0.121522 0.148029 0.10555 0.0988808 0.0982436 0.0844153 0.0595078
threshold=0.109225 0.099325000000000011 0.13554500000000003 -0.53454499999999994 -0.116045 -1.0000000180025095e-35 0.076975000000000002 -0.023359999999999995 0.026115000000000003 0.092215000000000005 -0.080584999999999976 -0.26987499999999992 0.090000000000000011 0.083525000000000016 0.032620000000000003 0.0069400000000000009 0.10786000000000001 -0.07717499999999998 0.081810000000000008 0.091680000000000011 0.10575500000000002 -0.076969999999999997 0.085435000000000025 0.11918000000000002 0.089735000000000023
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=1 5 4 -3 23 -1 12 8 10 -6 20 -4 13 15 18 16 -7 24 -14 -20 -5 -10 -17 -2 -16
right_child=2 3 11 7 9 6 -8 -9 21 -11 -12 -13 14 -15 17 22 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00078799464177924659 0.00053903511723570963 0.0012306780387800187 0.00010546006406443942 0.00079577510874775644 0.00068711740177252053 0.0011786715953135793 0.001470910138941737 0.00054307384906411289 0.0011687531677277464 0.0010216560518130668 0.00096071942340908434 0.00038972380030807043 0.0011328861310811367 0.0013638915547547648 0.00099097069533986455 0.00099087753961294442 0.0010270006864208823 0.0012729303928696958 0.0008155157090654968 0.0010367006057950628 0.00058923012867070218 0.00097857896999306885 0.0011597206688114001 0.00035224949750860095 0.0011517492375998789
leaf_weight=68 55 80 71 52 86 712 58 55 52 64 78 78 56 72 55 98 78 54 58 84 61 82 68 54 57
leaf_count=68 55 80 71 52 86 712 58 55 52 64 78 78 56 72 55 98 78 54 58 84 61 82 68 54 57
internal_value=0 0.00108259 0.000517669 0.000916984 0.000668927 0.00113276 0.0011489 0.000850851 0.000902828 0.000830089 0.000797539 0.000254506 0.00113546 0.00116112 0.00106289 0.00114581 0.00116374 0.00113832 0.000999469 0.000946606 0.000684589 0.00105264 0.00106025 0.000446822 0.00107311
internal_weight=0 1978 408 460 259 1518 1450 380 325 150 191 149 1392 1028 364 956 790 166 198 142 113 134 166 109 112
internal_count=2386 1978 408 460 259 1518 1450 380 325 150 191 149 1392 1028 364 956 790 166 198 142 113 134 166 109 112
is_linear=0
shrinkage=0.0032998


Tree=7782
num_leaves=33
num_cat=0
split_feature=1 3 15 13 43 12 4 16 12 13 3 4 3 3 457 40 4 4 43 12 3 3 15 483 52 133 13 4 2 1 52 3
split_gain=0.106552 0.221431 0.193589 0.13385 0.109909 0.192421 0.21349 0.194193 0.298068 0.193881 0.167242 0.118057 0.115748 0.0893164 0.102267 0.0782956 0.0805792 0.0763815 0.06123 0.0695274 0.0856361 0.113363 0.0600504 0.0598385 0.0726078 0.0543485 0.0538512 0.0397242 0.0334599 0.0500767 0.0312148 0.018352
threshold=0.10915500000000002 0.12991000000000003 -0.026169999999999995 -0.40078499999999995 -0.082739999999999994 0.085665000000000005 -0.00076499999999999995 -0.042349999999999992 0.084115000000000009 -0.065824999999999981 -0.0044449999999999993 -0.078129999999999991 0.085315000000000016 -0.15002999999999997 0.035070000000000011 -0.077474999999999988 0.49433000000000005 -0.095209999999999975 0.14582500000000001 0.096915000000000015 -0.078344999999999984 -0.080734999999999987 0.09116500000000001 0.085765000000000022 -0.14488499999999996 0.099660000000000012 -0.081029999999999977 -0.0087849999999999977 0.084855000000000014 0.085595000000000018 0.084755000000000011 -0.085044999999999996
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=4 2 15 -3 13 6 7 8 -6 -8 -9 22 -11 -1 17 -2 -17 -15 19 20 21 -13 28 24 -19 -21 -22 -26 29 -7 -30 -32
right_child=1 3 -4 -5 5 11 9 10 -10 12 -12 18 -14 14 -16 16 -18 23 -20 25 26 -23 -24 -25 27 -27 -28 -29 30 -31 31 -33
leaf_value=0.011952238384810675 0.0053006645035016467 0.001738616903155495 -0.011206721713810907 0.012883428563301099 -0.01761799117666658 0.011791679097633668 -0.0021148707713012534 -0.0043197995965607141 -0.00031073846186575779 0.014514550431109417 0.00585661177859089 0.0040109575997683677 0.0034391727413801134 -0.0020306040777495955 0.010864995537529567 0.0015049533913269486 -0.0058101776787176382 0.010395941417344044 0.0064131664040654032 0.0023763223087715922 0.0025695581659517541 -0.0041935957910897281 0.011663841316757722 8.7338305783403382e-05 0.0057581716406462334 -0.0044284643079203654 0.0091025081554704807 0.0010630628435827393 0.0066297320244379527 0.0043663478317618213 0.0044911932724295287 2.6477852910918081e-05
leaf_weight=56 60 73 53 53 52 52 73 94 62 55 89 125 53 54 69 95 77 72 103 60 65 77 56 66 162 74 82 76 89 53 54 52
leaf_count=56 60 73 53 53 52 52 73 94 62 55 89 125 53 54 69 95 77 72 103 60 65 77 56 66 162 74 82 76 89 53 54 52
internal_value=0 0.00056255 -0.00202994 0.00644077 0.00354623 0.00275885 4.96579e-06 -0.00276775 -0.00822103 0.00456459 0.000619567 0.00415435 0.00909605 0.00555754 0.00483629 5.87361e-05 -0.0017594 0.00386472 0.00268074 0.00188108 0.00313377 0.000874585 0.00657497 0.00471617 0.00569586 -0.00136814 0.00622601 0.00426644 0.00561906 0.00806077 0.00429508 0.0023179
internal_weight=0 411 285 126 1975 1420 478 297 114 181 183 942 108 555 499 232 172 430 586 483 349 202 356 376 310 134 147 238 300 105 195 106
internal_count=2386 411 285 126 1975 1420 478 297 114 181 183 942 108 555 499 232 172 430 586 483 349 202 356 376 310 134 147 238 300 105 195 106
is_linear=0
shrinkage=0.16829


Tree=7783
num_leaves=27
num_cat=0
split_feature=1 1 2 2 1 12 150 133 14 0 12 12 1213 2 1212 0 0 42 2 42 12 160 2 12 12 401
split_gain=8.33706 0.98108 0.843193 0.62866 0.399117 0.703695 0.33827 0.224732 0.182585 0.190472 0.150087 0.127511 0.124686 0.166381 0.127438 0.119991 0.112682 0.0957357 0.0819817 0.0759808 0.0664026 0.0629195 0.0622397 0.0530413 0.0156896 0.00662283
threshold=0.10752500000000002 0.13554500000000003 0.099325000000000011 0.11144000000000001 0.089710000000000026 0.088395000000000015 1.0000000180025095e-35 0.099660000000000012 0.076975000000000002 -0.10891999999999999 0.092150000000000024 0.08073000000000001 -0.054544999999999989 0.091155000000000014 0.082415000000000016 -0.084949999999999984 -0.06884499999999999 0.088465000000000002 0.13538500000000001 0.082410000000000025 0.098600000000000007 -1.0000000180025095e-35 0.085775000000000004 0.096315000000000026 0.092395000000000019 0.092045000000000016
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 3 4 10 8 15 7 11 9 -1 -2 -4 14 22 25 -6 -13 -15 -3 -16 -18 -5 -14 24 -7 -11
right_child=1 18 6 21 5 23 -8 -9 -10 12 -12 16 13 17 19 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00085717269083400037 0.00061019923418856065 0.00033299782945098307 0.00079742112908707445 0.00050910787639457352 0.00077520207664097775 0.0010039172659541495 0.00057372682372389746 0.00070296883120081759 0.0012062768917411478 0.00099890963303451486 0.00083130905074673452 0.0010439139206067222 0.001106710041118227 0.00089538655112877551 0.00095516868494006208 0.00054813980939189379 0.00095577645753121146 0.0010413135277304484 0.00017172861243397092 0.00078407308897305314 0.00079864300694896823 0.00036636591525356885 0.0010369457939732735 0.00092020997906191581 0.0010935728188651963 0.0010732619726407681
leaf_weight=87 67 56 94 54 53 68 52 81 55 53 71 83 269 122 65 52 69 91 93 57 59 100 364 64 55 52
leaf_count=87 67 56 94 54 53 68 52 81 55 53 71 83 269 122 65 52 69 91 93 57 59 100 364 64 55 52
internal_value=0 0.000450861 0.000953545 0.000562125 0.000990702 0.000880261 0.00082562 0.000859462 0.00101722 0.00100822 0.000724214 0.000900907 0.00102043 0.00103931 0.000949937 0.000663088 0.000946843 0.000957896 0.000232576 0.000875519 0.000883623 0.000416647 0.00106665 0.00100201 0.00104429 0.00103607
internal_weight=0 441 1945 292 1507 292 438 386 1215 1160 138 305 1073 846 227 105 211 213 149 122 128 154 633 187 123 105
internal_count=2386 441 1945 292 1507 292 438 386 1215 1160 138 305 1073 846 227 105 211 213 149 122 128 154 633 187 123 105
is_linear=0
shrinkage=0.0032998


Tree=7784
num_leaves=23
num_cat=0
split_feature=4 39 2 13 15 15 0 39 4 0 0 4 52 13 402 399 1375 43 4 15 4 0
split_gain=5.98805 2.69935 1.2763 0.57839 0.477475 0.338279 0.540274 0.324206 0.321052 0.295689 0.265028 0.58932 0.144445 0.280308 0.133611 0.204239 0.121483 0.110321 0.109489 0.288689 0.0702385 0.0653208
threshold=0.30163500000000004 0.081875000000000017 0.10859000000000001 -0.088854999999999976 0.03981500000000001 -0.12640499999999996 -0.13010499999999997 0.10076500000000001 -0.11205499999999999 -0.069389999999999993 -0.075914999999999996 -0.17689999999999997 -0.45478499999999994 -0.016289999999999995 0.0096550000000000021 0.087520000000000014 -1.0000000180025095e-35 -0.0059699999999999987 0.51286500000000013 -0.41880499999999993 -0.050564999999999992 -0.095584999999999989
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 2 4 -4 5 21 -7 18 -6 -3 16 -12 -5 -14 15 20 -8 -16 19 -2 -10 -1
right_child=7 9 3 12 8 6 10 -9 14 -11 11 -13 13 -15 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0013659242394479507 0.00085757822172315157 0.00081623446678556809 0.00060068292249987343 0.0011335717628355238 0.0014518877865223234 0.00080441581307861664 0.0012992787162475331 0.00032308822365457231 0.0011326351430652774 0.00054056378353726467 0.0011798886944023184 0.00083326900230156842 0.0011034955074701021 0.00081794715791336811 0.0013564712932431565 0.001341047714209888 0.001128426729000549 0.0011631399729356074 0.00050968640560402104 0.0005484685482124343 0.0012571275777062334 0.0011912001933398297
leaf_weight=52 55 93 54 55 58 73 54 52 455 80 108 108 64 95 93 70 439 55 73 85 62 53
leaf_count=52 55 93 54 55 58 73 54 52 455 80 108 108 64 95 93 70 439 55 73 85 62 53
internal_value=0 0.00108451 0.00111962 0.000907529 0.00115343 0.0011004 0.0010765 0.000558113 0.0012127 0.00068896 0.00110447 0.00100674 0.000984793 0.000933106 0.00119378 0.00117076 0.00114721 0.00128486 0.000615325 0.000670156 0.00114763 0.00127807
internal_weight=0 2121 1948 268 1680 887 782 265 793 173 709 216 214 159 735 587 493 148 213 140 517 105
internal_count=2386 2121 1948 268 1680 887 782 265 793 173 709 216 214 159 735 587 493 148 213 140 517 105
is_linear=0
shrinkage=0.0032998


Tree=7785
num_leaves=17
num_cat=0
split_feature=4 123 13 11 42 11 13 150 13 16 43 43 4 13 15 4
split_gain=12.4539 4.33467 1.92941 1.17784 1.01538 0.805223 0.769692 0.93281 0.592852 0.585804 0.405471 0.280534 0.142357 0.149458 0.119613 0.0950384
threshold=0.30163500000000004 1.0000000180025095e-35 -0.16392499999999996 1.0000000180025095e-35 0.13495000000000004 0.085155000000000022 -0.077849999999999989 0.081245000000000026 -0.092489999999999989 -0.066924999999999985 -0.081694999999999976 -0.079774999999999985 0.0034000000000000007 -0.087984999999999994 -0.42443999999999993 -0.082024999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 12 9 -2 -8 -3 -10 15 -14 -13 -4
right_child=8 10 3 5 -6 -7 7 -9 11 -11 -12 14 13 -15 -16 -17
leaf_value=0.00074485259615177373 0.00020416521267540996 0.00047105712706595779 0.0015171215213793982 0.0018730095496324694 0.00081447074790695032 0.0013598727777214431 0.0013257584602039572 0.00081570117714281978 0.00035375138061874905 0.0011642504339722847 0.00083245355729056518 0.00074793250202453206 0.0011338917836529647 0.0013814530246496195 0.00053772307621787808 0.0013746321594351487
leaf_weight=74 75 65 63 60 53 77 515 58 53 478 72 61 56 56 61 488
leaf_count=74 75 65 63 60 53 77 515 58 53 478 72 61 56 56 61 488
internal_value=0 0.00122941 0.00126874 0.00128909 0.00126613 0.00158486 0.00128008 0.00122422 0.000450368 0.00124805 0.000661245 0.000555682 0.00136857 0.00125799 0.000643117 0.00139099
internal_weight=0 2115 1978 1904 1767 137 1714 1051 250 993 137 175 663 112 122 551
internal_count=2365 2115 1978 1904 1767 137 1714 1051 250 993 137 175 663 112 122 551
is_linear=0
shrinkage=0.0032998


Tree=7786
num_leaves=28
num_cat=0
split_feature=2 4 48 1 49 11 1 12 3 16 13 48 52 4 2 43 159 3 160 48 12 12 4 52 12 2 2
split_gain=0.306979 0.217188 0.272213 0.176089 0.152135 0.129882 0.102051 0.100742 0.0920979 0.0833442 0.0720143 0.0636815 0.0611533 0.144283 0.0842407 0.0833743 0.0608986 0.0567374 0.0560087 0.0532735 0.0523199 0.0576145 0.0439191 0.0429891 0.0355487 0.0332707 0.0287852
threshold=0.14870000000000003 -0.047714999999999987 0.083570000000000019 0.092485000000000026 -0.081589999999999982 0.085155000000000022 0.11189500000000001 0.023990000000000004 -0.14619999999999997 -0.49181999999999998 -0.013359999999999999 0.084485000000000018 -0.021489999999999995 0.0071200000000000005 0.081460000000000019 -0.082894999999999983 1.0000000180025095e-35 -0.085044999999999996 -0.089549999999999991 0.081735000000000016 0.083865000000000009 0.085205000000000017 0.082475000000000007 0.10421000000000001 0.087615000000000012 0.10083000000000002 0.17576500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 -5 8 7 11 -1 -8 22 -6 13 15 -14 17 20 -3 23 25 -10 -22 -11 -16 -17 -20 -2
right_child=26 3 -4 4 6 -7 9 -9 16 10 -12 -13 14 -15 18 24 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.014451746365762829 -0.00053725748948321988 0.0062557310449698582 0.018560196547066192 -0.0056265784731418913 -0.0067795382029566739 -0.00045370837276694566 0.010497845949447231 0.0049030664771325021 0.011785737522868673 0.004169786359691811 0.0078146787050258661 0.0012018066200034734 0.01360936764722271 -0.0026033312371348569 0.012810787497800291 0.00057648518433291965 0.0024344464111980017 0.013563927926683891 0.001344696222121481 0.0089553903419219861 0.0019725984053093251 0.007557439391653582 -0.0025478137577262172 0.006564937932153566 0.0058159773073252893 0.006597563998269669 -0.0061244342010757695
leaf_weight=52 53 75 62 65 60 61 66 76 76 55 67 53 55 67 56 70 73 52 103 63 58 633 55 75 79 52 53
leaf_count=52 53 75 62 65 60 61 66 76 76 55 67 53 55 67 56 70 73 52 103 63 58 633 55 75 79 52 53
internal_value=0 0.0059082 0.00773737 0.00441431 0.00195428 0.00703138 0.00309907 0.000156384 0.00754527 0.00538044 0.0034621 -0.00302018 0.00604863 0.00438335 0.00745802 0.00608591 0.00711558 0.00926221 0.00648346 0.00481358 0.00755877 0.00709127 0.000794654 0.00924863 0.00336653 0.00311854 -0.00334779
internal_weight=0 2259 1015 1244 497 953 432 189 892 243 177 113 747 343 404 276 840 127 349 218 767 691 110 131 149 155 106
internal_count=2365 2259 1015 1244 497 953 432 189 892 243 177 113 747 343 404 276 840 127 349 218 767 691 110 131 149 155 106
is_linear=0
shrinkage=0.16829


Tree=7787
num_leaves=27
num_cat=0
split_feature=4 3 43 3 2 51 15 16 4 13 3 43 13 4 156 16 3 43 2 43 15 15 2 4 393 2
split_gain=8.0568 2.31967 1.10451 0.854464 0.447201 0.393105 0.333668 0.236981 0.229318 0.215647 0.179507 0.139016 0.246908 0.139484 0.124519 0.124977 0.120953 0.116549 0.109133 0.108848 0.102146 0.108969 0.100513 0.0919083 0.0910011 0.0240103
threshold=0.30163500000000004 -0.06340999999999998 -0.035884999999999993 0.10812000000000001 0.090000000000000011 0.024995000000000003 -1.0000000180025095e-35 -0.14839499999999997 0.0051600000000000005 -0.091559999999999989 0.25468500000000005 0.079170000000000018 -0.08231999999999999 -0.013125 0.086860000000000007 -0.007794999999999999 -0.11128999999999999 -0.080819999999999989 0.091545000000000015 -0.087484999999999993 0.11054000000000001 0.029300000000000003 0.12708000000000003 0.012315000000000001 0.086525000000000005 1.0000000180025095e-35
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 4 5 6 8 19 18 22 9 -1 -5 12 17 20 16 -16 -11 -6 -4 -3 21 -14 25 -15 -18 -2
right_child=7 2 3 10 11 -7 -8 -9 -10 14 -12 -13 13 23 15 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0014478798328555688 0.00061290092288652999 0.00099132447805371881 0.0012049617813704896 0.00098922697190503687 0.0014200621860842593 0.00053430392015859968 0.0013818883523956092 0.00037619160984634286 0.0011183308875444427 0.0014465907680336603 0.00071855291320996014 0.0010186641350183152 0.0011618019320881101 0.00093812248751930965 0.0012804834600842437 0.0010470904647340293 0.0012671750397037838 0.0012069987224052159 0.0010159867503149729 0.00078927841295883079 0.0010530717231099331 0.0013346882953001534 0.00050307187000451419 0.0011226564148357856 0.0014108899274615598 0.00071528344995456345
leaf_weight=91 56 52 73 55 59 54 81 66 94 54 55 70 120 53 54 52 640 61 69 74 53 66 66 78 57 62
leaf_count=91 56 52 73 55 59 54 81 66 94 54 55 70 120 53 54 52 640 61 69 74 53 66 66 78 57 62
internal_value=0 0.00117392 0.000980469 0.00109329 0.00123584 0.000771546 0.00121107 0.000547228 0.0012766 0.00129225 0.00085421 0.00115995 0.00118006 0.00113715 0.00127569 0.00116632 0.00129108 0.00131205 0.00111338 0.000872942 0.00118573 0.00122334 0.000608387 0.00104827 0.00127898 0.000666994
internal_weight=0 2115 513 333 1602 180 223 250 1042 948 110 560 490 370 857 106 751 120 142 126 239 186 184 131 697 118
internal_count=2365 2115 513 333 1602 180 223 250 1042 948 110 560 490 370 857 106 751 120 142 126 239 186 184 131 697 118
is_linear=0
shrinkage=0.0032998


Tree=7788
num_leaves=24
num_cat=0
split_feature=2 39 2 0 14 0 150 31 0 12 160 13 157 0 157 403 13 0 0 124 12 13 0
split_gain=7.36877 3.87415 2.69329 1.36704 0.758155 0.813225 0.582662 0.511422 0.430988 0.320639 0.287835 0.273976 0.249031 0.181226 0.22593 0.120067 0.117044 0.105017 0.0965115 0.0958597 0.0885827 0.0587144 0.044038
threshold=0.10859000000000001 0.0095750000000000019 0.17000000000000001 -0.084114999999999981 0.062655000000000016 -0.10075499999999998 0.081245000000000026 -1.0000000180025095e-35 -0.041074999999999993 0.090465000000000004 -0.43697499999999995 -0.17933499999999997 -0.0095499999999999977 -0.084044999999999995 -0.00078499999999999989 -0.0076149999999999994 -0.070529999999999995 -0.15202999999999997 -0.14216999999999999 -0.083859999999999976 0.099815000000000015 -0.081164999999999987 -0.074754999999999988
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=1 4 3 11 5 6 18 -3 16 10 -7 -2 -11 15 -15 -12 -5 -13 -1 -9 21 -14 -22
right_child=2 7 -4 8 -6 9 -8 19 -10 12 13 17 20 14 -16 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.0011931036224809254 0.00035165732993391218 0.00040650272297021152 6.7823435775669863e-06 0.0009100385424789584 0.0015270330757708645 0.0014585779071883908 0.00066745391024037649 0.00068920619643475164 0.00074235645633140951 0.00094680533326583203 0.001352645172946003 0.00053817584949712889 0.0010806272736914766 0.0012979543268559104 0.0011127235814041797 0.0012297285797980178 0.0010978798676270515 0.00073730165229701978 0.0010089249065920074 0.00089290169879557531 0.001147495456483887 0.0012080328409027688 0.0010242299018873803
leaf_weight=53 55 59 57 61 68 61 52 53 91 69 131 62 52 103 264 314 102 58 89 53 78 311 69
leaf_count=53 55 59 57 61 68 61 52 53 91 69 131 62 52 103 264 314 102 58 89 53 78 311 69
internal_value=0 0.00113737 0.000681317 0.000770858 0.00118389 0.00116969 0.000968077 0.000653975 0.000925673 0.0011966 0.00123699 0.000545954 0.00113564 0.0012203 0.00116481 0.00126599 0.0010278 0.000634714 0.00107792 0.000791386 0.00116112 0.00118988 0.00108988
internal_weight=0 1879 486 429 1714 1646 194 165 254 1452 873 175 579 812 367 445 163 120 142 106 510 363 147
internal_count=2365 1879 486 429 1714 1646 194 165 254 1452 873 175 579 812 367 445 163 120 142 106 510 363 147
is_linear=0
shrinkage=0.0032998


Tree=7789
num_leaves=23
num_cat=0
split_feature=4 39 2 14 150 11 2 43 4 2 15 3 3 0 3 3 4 3 0 4 15 1213
split_gain=14.1298 4.10501 2.71692 1.18074 1.07178 1.00004 0.713128 0.601399 0.546226 0.496186 0.489388 0.311351 0.27612 0.228766 0.217526 0.171601 0.195815 0.169253 0.139343 0.128742 0.10381 0.0602149
threshold=0.30163500000000004 0.081875000000000017 0.10244500000000002 -0.45687499999999998 0.081245000000000026 1.0000000180025095e-35 0.13538500000000001 -0.065804999999999989 -0.074219999999999994 0.13290500000000002 -0.013084999999999998 -0.073309999999999986 0.085315000000000016 -0.066044999999999979 -0.10175499999999998 -0.091869999999999993 0.0034000000000000007 0.0037100000000000002 -0.085309999999999983 -0.081289999999999987 0.0056700000000000006 -0.069964999999999986
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 2 5 -2 9 8 17 13 14 10 11 -4 15 -3 -1 -10 -17 -5 21 -20 -12 -16
right_child=3 7 4 6 -6 -7 -8 -9 12 -11 20 -13 -14 -15 18 16 -18 -19 19 -21 -22 -23
leaf_value=0.0012796117627867313 0.00093536254429328093 0.00086371483414792556 0.0012441257419984707 0.00062297399487147348 0.00069293432021973634 0.0017800020387561321 9.5163841156669407e-05 0.001129865173962944 0.0012222636498898682 0.0009014927571978444 0.0013104563290242145 0.00091961037566706241 0.0011217831658730383 0.00057965034524311092 0.0016722543417062188 0.0014207330061295287 0.0012937044166752641 0.0003829824971741517 0.0015157913991467162 0.0013931271629098818 0.0015061323906885242 0.0015328138013101914
leaf_weight=56 52 63 78 73 56 84 66 58 83 55 77 57 55 63 59 493 192 59 241 171 55 119
leaf_count=56 52 63 78 73 56 84 66 58 83 55 77 57 55 63 59 493 192 59 241 171 55 119
internal_value=0 0.00132219 0.00136709 0.000492394 0.00111578 0.00142824 0.000375881 0.000850732 0.0014081 0.00118921 0.00124834 0.00110737 0.00135123 0.000721962 0.00148049 0.00136762 0.00138518 0.000515972 0.0014995 0.00146497 0.00139225 0.00157923
internal_weight=0 2115 1931 250 378 1553 198 184 1469 322 267 135 823 126 646 768 685 132 590 412 132 178
internal_count=2365 2115 1931 250 378 1553 198 184 1469 322 267 135 823 126 646 768 685 132 590 412 132 178
is_linear=0
shrinkage=0.0032998


Tree=7790
num_leaves=16
num_cat=0
split_feature=1 14 11 1 1429 1453 0 1 13 0 1 3 1 1 1213
split_gain=0.272146 0.160557 0.236162 0.202485 0.153445 0.14471 0.16013 0.0879077 0.0831451 0.103852 0.100096 0.105514 0.0933603 0.0654715 0.0565393
threshold=0.14262000000000002 -1.0000000180025095e-35 0.094815000000000024 0.083250000000000005 0.057970000000000008 -0.044999999999999991 0.040035000000000008 1.0000000180025095e-35 -0.066659999999999983 -0.12608499999999997 0.095950000000000021 -0.013119999999999998 0.10672000000000002 0.10962000000000001 -0.07933999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 8 -3 7 14 9 -5 11 -10 -12 -11 -7
right_child=-2 2 -4 4 -6 6 -8 -9 10 13 12 -13 -14 -15 -16
leaf_value=0.01389230517958644 -0.0036491937315156612 0.0011411498079886126 -0.0044885981972803968 0.001671103376338324 -0.0035990074527233332 0.006096294503358044 0.00022443370066989451 0.015908611114666127 0.0041421002748353057 0.0073126451297244339 -0.0018141167232939668 0.012449646917437931 0.0045627542557228756 0.013011216889689528 0.0093767836843558772
leaf_weight=92 70 76 52 71 55 181 60 53 129 212 110 66 158 80 939
leaf_count=92 70 76 52 71 55 181 60 53 129 212 110 66 158 80 939
internal_value=0 0.00698367 0.00669938 0.00696585 0.00498824 0.00829547 0.00873499 0.00916878 0.00556221 0.00747499 0.00405868 0.0069631 0.00193868 0.00888005 0.00884824
internal_weight=0 2334 2242 2190 881 1309 1233 1173 826 363 463 195 268 292 1120
internal_count=2404 2334 2242 2190 881 1309 1233 1173 826 363 463 195 268 292 1120
is_linear=0
shrinkage=0.16829


Tree=7791
num_leaves=15
num_cat=0
split_feature=0 10 12 1 1454 155 52 158 52 52 1455 12 1213 4
split_gain=0.210197 0.163163 0.170153 0.149383 0.14029 0.131731 0.135068 0.122906 0.166486 0.122771 0.0632685 0.0636858 0.0627009 0.0457018
threshold=0.14486500000000005 0.046740000000000011 -0.11875499999999999 0.080475000000000005 0.083800000000000013 0.099270000000000011 0.40438500000000005 0.085620000000000016 0.0085900000000000021 -0.068499999999999991 0.087050000000000016 0.095780000000000018 -0.090954999999999994 0.014585000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 7 8 -5 -9 11 12 -4 -13
right_child=-2 -3 3 5 -6 -7 -8 9 -10 -11 -12 13 -14 -15
leaf_value=0.014787186029279014 -0.0049112812009540104 -0.003512476457861098 0.0037693833826490095 0.0030770869821164738 -0.0011294564783281729 0.010574254183055664 0.010537604010577248 0.014012360242177609 -0.005437452409910914 0.0026676041579363334 0.0017215726525232062 0.0064950548117728045 0.0087802428122490273 0.00098167645295686593
leaf_weight=61 53 52 79 661 57 85 74 54 72 55 54 189 802 56
leaf_count=61 53 52 79 661 57 85 74 54 72 55 54 189 802 56
internal_value=0 0.00578777 0.00599891 0.00575857 0.00699762 0.0042256 0.00363452 0.0030257 0.00223828 0.00830442 0.00739172 0.00766205 0.00833295 0.00524219
internal_weight=0 2351 2299 2238 1237 1001 916 842 733 109 1180 1126 881 245
internal_count=2404 2351 2299 2238 1237 1001 916 842 733 109 1180 1126 881 245
is_linear=0
shrinkage=0.16829


Tree=7792
num_leaves=14
num_cat=0
split_feature=3 9 14 12 3 52 15 3 1427 48 15 1211 12
split_gain=0.197066 0.137217 0.140158 0.113583 0.22177 0.131335 0.104236 0.0874852 0.0830762 0.0751099 0.109256 0.0426947 0.0411707
threshold=0.31534000000000006 -1.0000000180025095e-35 -0.10708499999999999 0.083570000000000019 -0.11756999999999999 0.0085900000000000021 -0.0036549999999999998 0.10449500000000002 0.083935000000000023 0.095425000000000024 -0.10165999999999999 0.091735000000000011 0.093840000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 9 11 -11 12 -5
right_child=-2 2 3 8 5 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.0030412123976351346 -0.0041027837672436372 0.01226354261795436 -0.0067025744106137871 0.0064731348699233072 0.0018952587371390401 -0.0016080398834286659 0.010563357901144462 0.0087978113438860264 0.012160078307458414 0.0061570236122301513 -0.0043554539053469151 0.0019335869695814463 0.0045557312654685841
leaf_weight=60 71 75 63 954 191 94 86 72 52 58 54 86 488
leaf_count=60 71 75 63 954 191 94 86 72 52 58 54 86 488
internal_value=0 0.00488386 0.00509384 0.00484838 0.00262938 0.00396056 0.00546556 0.00379176 0.00551092 0.005299 0.00107247 0.00560762 0.0058255
internal_weight=0 2333 2273 2198 506 443 349 263 1692 1640 112 1528 1442
internal_count=2404 2333 2273 2198 506 443 349 263 1692 1640 112 1528 1442
is_linear=0
shrinkage=0.16829


Tree=7793
num_leaves=13
num_cat=0
split_feature=13 13 9 0 14 3 14 3 52 1454 15 15
split_gain=0.177993 0.469386 0.126981 0.114577 0.10674 0.11958 0.137514 0.118561 0.139901 0.109839 0.104591 0.0481438
threshold=-0.10278499999999999 -0.14545999999999995 -1.0000000180025095e-35 -0.10803999999999998 -0.072219999999999993 0.10812000000000001 0.023790000000000002 -0.15315499999999996 -0.54663499999999987 0.096235000000000015 -0.23055999999999996 -0.089484999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 11 -4 6 7 8 -6 10 -9 -1
right_child=2 -3 4 -5 5 -7 -8 9 -10 -11 -12 -13
leaf_value=0.010302421070709031 -0.0034306730539357157 -0.014664008525218623 0.010699993840097479 -0.0016209119197703357 0.0049414617430677821 -0.0025698944877185466 0.012854420625418226 -0.0024881750410201504 -0.0073964431230801111 -0.0028345657941284269 0.0050812755058688812 0.0031926883301572678
leaf_weight=57 58 52 77 75 52 69 55 53 52 54 1697 53
leaf_count=57 58 52 77 75 52 69 55 53 52 54 1697 53
internal_value=0 -0.000531012 0.00431995 0.0034318 0.00453395 0.00429941 0.00454178 0.00430122 -0.00121022 0.00461995 0.004851 0.00689316
internal_weight=0 237 2167 185 2109 2032 1963 1908 104 1804 1750 110
internal_count=2404 237 2167 185 2109 2032 1963 1908 104 1804 1750 110
is_linear=0
shrinkage=0.16829


Tree=7794
num_leaves=26
num_cat=0
split_feature=4 12 150 12 3 39 15 16 15 3 3 3 4 3 160 16 3 12 4 15 160 12 1212 4 12
split_gain=10.2372 3.86161 1.25354 1.04317 0.65629 0.568503 0.510366 0.37625 0.449664 0.320464 0.318079 0.747294 0.258605 0.233623 0.20941 0.19405 0.165743 0.114383 0.108377 0.10222 0.101821 0.0850456 0.0844942 0.048529 0.0366728
threshold=0.30163500000000004 0.077755000000000005 0.083435000000000023 0.09697500000000002 0.15251000000000001 0.089790000000000023 -0.11664999999999999 -1.0000000180025095e-35 -0.054259999999999996 1.0000000180025095e-35 0.10812000000000001 -0.0020049999999999994 -0.011809999999999999 -0.15197999999999998 0.022560000000000004 -0.083104999999999984 -0.097829999999999986 0.088485000000000022 0.00025000000000000006 0.083185000000000023 -0.072664999999999993 0.10577500000000002 0.086920000000000011 0.10440500000000001 0.08598500000000002
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=1 2 6 13 5 9 -1 12 -9 -2 11 -8 21 -3 -4 18 -17 22 19 -15 -19 -5 -18 -20 -21
right_child=4 3 14 7 -6 -7 10 8 -10 -11 -12 -13 -14 15 -16 16 17 20 23 24 -22 -23 -24 -25 -26
leaf_value=0.0014217153341151555 0.00067881549363601687 0.0015880029471933396 0.00057875035306228465 0.0013361876854631977 0.00027366957901645201 0.0004420084593597947 0.00093298644464004854 0.0013369025910718469 0.0009640022509740157 0.001010422177078196 0.00085413977107793736 0.0013467623126404897 0.0011841896633013732 0.0013191504158925028 0.00086098838762248644 0.0012097424712122665 0.0014539467378404858 0.0014603908568639298 0.0016373907503466785 0.0015415718510290075 0.001320697117995545 0.0015164409653804344 0.0013082816080335867 0.0014915011608715113 0.001438191774932592
leaf_weight=57 78 89 52 78 52 67 97 56 99 55 57 95 102 71 67 61 342 78 53 67 295 53 56 69 158
leaf_count=57 78 89 52 78 52 67 97 56 99 55 57 95 102 71 67 61 342 78 53 67 295 53 56 69 158
internal_value=0 0.00130827 0.00102617 0.00137767 0.000605047 0.000691029 0.00113814 0.00122635 0.00109895 0.000816211 0.00107309 0.0011379 0.00131095 0.0014215 0.000737954 0.00140961 0.00137977 0.00139317 0.00146894 0.00143328 0.00135 0.00140938 0.00143354 0.00155517 0.00146913
internal_weight=0 2152 425 1727 252 200 306 388 155 133 249 192 233 1339 119 1250 832 771 418 296 373 131 398 122 225
internal_count=2404 2152 425 1727 252 200 306 388 155 133 249 192 233 1339 119 1250 832 771 418 296 373 131 398 122 225
is_linear=0
shrinkage=0.0032998


Tree=7795
num_leaves=19
num_cat=0
split_feature=1 11 3 1 15 4 4 1 52 3 12 15 12 0 1 51 3 3
split_gain=8.96215 1.40231 1.28246 1.068 0.864453 0.5691 0.516774 0.459974 0.487695 0.449048 0.241884 0.192358 0.151779 0.155134 0.142122 0.138408 0.0787382 0.00744173
threshold=0.10932500000000002 1.0000000180025095e-35 -0.052614999999999995 0.10335000000000001 0.03981500000000001 0.04105000000000001 0.062150000000000004 0.14741000000000001 0.061255000000000011 -0.10122999999999999 -0.024179999999999997 -0.090554999999999983 0.093840000000000021 -0.072364999999999985 0.092730000000000021 -0.031729999999999994 -0.021559999999999996 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -3 9 -2 8 11 -1 -11 -4 14 -14 -12 -7 17 -17
right_child=2 4 7 -5 -6 15 -8 -9 -10 10 12 -13 13 -15 -16 16 -18 -19
leaf_value=0.00081747904774450786 0.00099423260272522808 0.0011369817193917777 0.00041620149319926549 0.0006299546726965757 0.0016626761984241611 0.0007037164859023539 0.00056121789563979793 6.5386172115692345e-05 0.00066862252389558296 0.00082540105822276073 0.0010657847817672683 0.0001859765991961134 0.0010542988378231628 0.00089748316566787343 0.0012454388584217371 0.00099092619122584814 0.00079782297331256076 0.00091800998024027232
leaf_weight=101 54 98 93 86 53 54 69 52 59 53 985 70 169 124 53 52 59 60
leaf_count=101 54 98 93 86 53 54 69 52 59 53 985 70 169 124 53 52 59 60
internal_value=0 0.00101562 0.000471442 0.000989862 0.00132173 0.00100794 0.000751608 0.000345546 0.00041101 0.00103149 0.00104708 0.000317548 0.00105588 0.000988053 0.00107499 0.000852385 0.000899127 0.000952179
internal_weight=0 1947 397 1796 151 1710 123 274 222 1485 1384 163 1331 293 1038 225 171 112
internal_count=2344 1947 397 1796 151 1710 123 274 222 1485 1384 163 1331 293 1038 225 171 112
is_linear=0
shrinkage=0.0032998


Tree=7796
num_leaves=14
num_cat=0
split_feature=39 11 42 0 42 52 42 16 10 376 0 52 52
split_gain=0.250176 0.119611 0.161235 0.109616 0.097988 0.089608 0.0797555 0.0797737 0.0625108 0.0858088 0.0613742 0.0922367 0.0539031
threshold=0.10076500000000001 1.0000000180025095e-35 0.08622500000000001 -0.13010499999999997 0.12199500000000001 -0.10271999999999999 -0.091904999999999987 -0.076944999999999986 -0.010699999999999999 0.083470000000000016 -0.14582499999999995 -0.060549999999999993 -0.53454499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 10 6 -3 7 -5 -8 12 11 -1 -10
right_child=-2 2 -4 4 -6 -7 8 -9 9 -11 -12 -13 -14
leaf_value=0.0081084765002365101 -0.0029494618063751134 0.008464660659585975 0.0016854922459650862 0.0058367307479193923 -0.0011865336229499252 0.017216243670062276 0.011981733238810839 -0.001096410806897318 0.010642859491211718 -0.00049274208657053384 -0.0032388015097380768 2.1144311021486299e-05 0.0060640875536257712
leaf_weight=67 101 69 52 100 57 66 53 88 78 54 54 100 1405
leaf_count=67 101 69 52 100 57 66 53 88 78 54 54 100 1405
internal_value=0 0.00560135 0.00968755 0.00522882 0.00565568 0.0127565 0.00587604 0.00258187 0.00626441 0.00606609 0.00167641 0.00327652 0.00630612
internal_weight=0 2243 187 2056 1835 135 1778 188 1590 1537 221 167 1483
internal_count=2344 2243 187 2056 1835 135 1778 188 1590 1537 221 167 1483
is_linear=0
shrinkage=0.16829


Tree=7797
num_leaves=17
num_cat=0
split_feature=1 4 15 403 1213 133 150 3 1 11 4 3 15 1213 3 133
split_gain=0.216546 0.0652234 0.0808046 0.0721532 0.146986 0.0788837 0.0722978 0.0597246 0.153311 0.115145 0.0740657 0.0666456 0.0552908 0.0706312 0.0638633 0.0132278
threshold=0.14262000000000002 0.41488500000000006 -0.4680149999999999 -0.081354999999999997 -0.080614999999999978 0.11667000000000001 0.116995 -0.13088999999999998 0.079865000000000019 0.08776500000000001 -0.50665499999999986 0.097710000000000005 0.091475000000000015 0.084620000000000015 -0.082334999999999978 0.19121000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 -5 -10 -9 -12 13 14 15 -6
right_child=-2 2 -4 5 12 -7 -8 10 9 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0034922307381387973 -0.0041860687116605112 0.0056140256152479783 -0.0025656566254112561 0.0013643810201026567 0.011987452336789578 0.00040597937017845473 0.00022959315399779734 -0.00048476104661207027 0.016709424758067266 0.0064824910750048009 0.0053718828279834731 0.0097210816188383984 1.8690567785207538e-05 0.0018009569937919461 0.0030805813396310596 0.0081051028214820346
leaf_weight=82 81 62 76 56 54 87 68 56 68 59 1216 110 64 92 58 55
leaf_count=82 81 62 76 56 54 87 68 56 68 59 1216 110 64 92 58 55
internal_value=0 0.00465841 0.00109625 0.00488889 0.00285849 0.00536594 0.00562908 0.00586255 0.0087361 0.0119725 0.00548074 0.00573403 0.00447631 0.00557087 0.00763695 0.010045
internal_weight=0 2263 138 2125 405 1720 1633 1565 183 127 1382 1326 323 259 167 109
internal_count=2344 2263 138 2125 405 1720 1633 1565 183 127 1382 1326 323 259 167 109
is_linear=0
shrinkage=0.16829


Tree=7798
num_leaves=12
num_cat=0
split_feature=10 39 11 123 1 42 2 15 4 4 475
split_gain=0.162031 0.101881 0.106854 0.11388 0.0794774 0.160707 0.186264 0.142602 0.0565846 0.200876 0.0589303
threshold=-0.094984999999999986 0.10076500000000001 0.091795000000000015 0.085215000000000013 0.10335000000000001 0.077855000000000021 0.12293000000000001 -0.044164999999999989 -0.47860499999999995 -0.15618499999999999 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -6 -2 -10 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=-0.0056547213651190571 0.0082492532896461662 -0.0016722348410502694 0.01108077692329581 0.0093611988234211362 -0.00010472847056078278 0.0073413972452163884 0.0062365999963811753 -0.010544897135716744 -0.0060923721677617511 0.0084527420757184168 0.0039036835083230024
leaf_weight=52 86 91 60 102 87 83 64 65 56 86 1512
leaf_count=52 86 91 60 102 87 83 64 65 56 86 1512
internal_value=0 0.00383186 0.00406024 0.00386266 0.00358672 0.00104399 -0.00136753 -0.00458109 0.00402262 0.00380177 0.00414963
internal_weight=0 2292 2201 2141 2039 299 216 152 1740 1654 1598
internal_count=2344 2292 2201 2141 2039 299 216 152 1740 1654 1598
is_linear=0
shrinkage=0.16829


Tree=7799
num_leaves=22
num_cat=0
split_feature=1 1 3 3 4 43 48 0 4 132 3 43 4 131 160 15 3 1455 15 48 42
split_gain=11.4202 1.76255 0.82129 0.51031 0.381381 0.281262 0.274475 0.222098 0.241775 0.23045 0.198055 0.142567 0.127942 0.123484 0.0914246 0.0946915 0.087539 0.0868242 0.0714084 0.168858 0.0544721
threshold=0.10538500000000002 0.13301500000000002 -0.049204999999999992 -0.064294999999999977 0.22738500000000003 -0.051239999999999987 0.091150000000000023 -0.14216999999999999 0.053255000000000004 0.082150000000000015 -0.012769999999999998 -0.073404999999999984 -0.062109999999999992 0.086090000000000014 -0.52336499999999997 0.091230000000000019 0.084735000000000019 0.0034400000000000008 -0.043644999999999996 0.087730000000000016 0.11457500000000002
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 4 7 -2 -3 10 -1 9 14 -5 -10 -12 -11 -9 17 -14 -16 19 -4 -17
right_child=1 5 18 6 -6 -7 -8 8 11 13 12 -13 16 -15 15 20 -18 -19 -20 -21 -22
leaf_value=0.0018055041515843636 0.0014858675607700509 0.00051926679160048536 0.0011540074016218105 0.0013779070956494363 0.0011340471845140432 0.00082041830769133905 0.0012400651604261876 0.0015006165410993448 0.0015658179896863484 0.0013451269399194614 0.0016879491972498484 0.0013379423385188557 0.0015796935107807765 0.0015757079373911378 0.0016390635770592782 0.0015996215549489751 0.0013929496996905268 0.0017671593497502909 0.00089824141986666762 0.00091376553324562211 0.0014677077601807486
leaf_weight=62 82 52 74 94 59 101 52 67 68 53 67 60 73 56 854 182 52 70 54 60 52
leaf_count=62 82 52 74 94 59 101 52 67 68 53 67 60 73 56 854 182 52 70 54 60 52
internal_value=0 0.00101152 0.00114778 0.00158165 0.0013389 0.000718296 0.00146447 0.00160761 0.00159919 0.00161259 0.00150515 0.00145928 0.00156726 0.00146391 0.00162579 0.001633 0.00150229 0.00164881 0.00100424 0.0010467 0.00157046
internal_weight=0 482 329 1862 141 153 338 1524 1462 1334 286 128 192 109 1225 1158 125 924 188 134 234
internal_count=2344 482 329 1862 141 153 338 1524 1462 1334 286 128 192 109 1225 1158 125 924 188 134 234
is_linear=0
shrinkage=0.0032998


Tree=7800
num_leaves=24
num_cat=0
split_feature=2 10 4 16 4 484 16 51 52 52 48 12 13 12 52 2 13 13 157 12 16 15 15
split_gain=0.213583 0.155423 0.147081 0.169314 0.210199 0.173344 0.133711 0.0829496 0.0764516 0.268912 0.0765334 0.0798001 0.097585 0.0617752 0.139675 0.0686918 0.0664631 0.0834536 0.0674995 0.054193 0.0297061 0.0575871 0.0342639
threshold=0.10836000000000003 -1.0000000180025095e-35 -0.38908499999999996 -0.083479999999999985 0.046720000000000005 -0.0042999999999999991 0.25032500000000008 0.067785000000000012 -0.41304999999999997 -0.080064999999999983 0.093440000000000009 0.097060000000000021 -0.082894999999999983 0.083785000000000012 -0.021489999999999995 0.08708500000000001 0.00023500000000000005 0.097175000000000025 -0.079594999999999985 0.087215000000000015 -0.088869999999999991 0.085790000000000019 -0.12431499999999999
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=1 -1 6 5 13 -4 -3 20 -2 -10 11 12 -11 14 15 -5 18 -18 -15 -9 22 -22 -7
right_child=8 2 3 4 -6 7 -8 19 9 10 -12 -13 -14 16 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=-0.0023542039215912959 0.0063074265761171623 0.017576216942767189 0.016052112096321642 -0.00067961931556747733 -0.0049088890962488496 0.0096610715318372377 0.0063121047254859368 -0.0016124947144673222 -0.0088691036965087271 0.011064526736823756 -0.0018073231049343338 -8.4838320303245627e-05 0.0026066605949107684 0.0066305624410514935 0.013422560277260942 0.0078601464430163529 0.010198557208983354 0.0017345655549667496 0.0023882032565624351 0.0060150612540680395 0.0062233128449964868 0.013629483237126047 0.0056263827340807511
leaf_weight=73 73 53 59 53 72 80 70 53 73 67 90 90 93 132 67 53 93 52 561 52 65 57 258
leaf_count=73 73 53 59 53 72 80 70 53 73 67 90 90 93 132 67 53 93 52 561 52 65 57 258
internal_value=0 0.00524335 0.00554741 0.00514047 0.00386474 0.00735172 0.0111804 0.00644 0.00128529 0.000393246 0.00238721 0.00390443 0.00615962 0.00449134 0.00739815 0.00357331 0.0038891 0.00717559 0.00319886 0.00214785 0.00741582 0.0096983 0.00658665
internal_weight=0 1903 1830 1707 1083 624 123 565 486 413 340 250 160 1011 173 106 838 145 693 105 460 122 338
internal_count=2389 1903 1830 1707 1083 624 123 565 486 413 340 250 160 1011 173 106 838 145 693 105 460 122 338
is_linear=0
shrinkage=0.16829


Tree=7801
num_leaves=21
num_cat=0
split_feature=1 0 47 3 16 160 160 1 51 160 48 1209 16 403 403 51 51 15 15 159
split_gain=0.188785 0.100722 0.145834 0.157332 0.276592 0.0916785 0.186532 0.110959 0.105577 0.120299 0.104962 0.0842435 0.070693 0.134839 0.0614472 0.0591958 0.0686762 0.0512667 0.0459633 0.0409149
threshold=0.10932500000000002 -0.016419999999999997 0.085505000000000012 0.12991000000000003 -0.043889999999999992 -0.090969999999999981 -0.14025999999999997 0.081540000000000015 -0.094344999999999984 -0.025044999999999994 0.10096000000000001 -0.069599999999999981 -0.079714999999999994 -0.121015 -0.081354999999999997 0.092950000000000019 -0.085504999999999984 -0.064464999999999981 -0.082179999999999989 -0.040794999999999991
decision_type=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 6 7 19 9 -7 11 -10 13 -13 -15 16 -14 -11 -4 -1
right_child=1 -3 18 -5 -6 8 -8 -9 10 17 -12 12 15 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0055144824868820445 -0.00080748171511595796 0.0057522274110553967 0.0075991489832168378 0.0021615982341746088 -0.016678771367456997 -0.0066833519201789085 0.015899828452496385 0.011127347228750887 -0.0011133881025744224 0.0066837504790751715 -0.0014792430338145656 0.012794278361244643 0.0092501235852364694 0.0015928282510106351 0.006284730047980234 0.0089680599100874104 0.0029770063957701128 0.00023925572161003004 0.00091761958726046177 0.00021902734174558187
leaf_weight=80 78 81 52 84 52 52 56 62 66 57 81 81 54 99 415 61 631 92 68 87
leaf_count=80 78 81 52 84 52 52 56 62 66 57 81 81 54 99 415 61 631 92 68 87
internal_value=0 0.000425483 -0.000860953 -0.00349862 -0.00716982 0.00437906 0.00717856 0.005038 0.00390561 0.000275876 0.00439471 0.00473414 0.00502328 0.00639627 0.00538453 0.00392579 0.00347415 0.00271666 0.00382792 0.00276653
internal_weight=0 415 334 214 130 1974 285 229 1689 201 1488 1407 1341 595 514 746 685 149 120 167
internal_count=2389 415 334 214 130 1974 285 229 1689 201 1488 1407 1341 595 514 746 685 149 120 167
is_linear=0
shrinkage=0.16829


Tree=7802
num_leaves=17
num_cat=0
split_feature=10 13 48 1210 41 3 1209 132 1454 12 1 133 132 12 13 3
split_gain=0.135384 0.119776 0.104539 0.0857534 0.14239 0.113957 0.119381 0.0921923 0.087428 0.106427 0.0692092 0.0849661 0.0576379 0.0428644 0.0374294 0.0293951
threshold=-1.0000000180025095e-35 0.25694000000000006 0.088875000000000023 -0.0093199999999999967 0.075585000000000013 -0.08397499999999998 -0.033554999999999995 0.08696000000000001 0.096235000000000015 0.11486500000000001 0.11212500000000002 -0.029034999999999995 0.10948500000000001 -0.081914999999999988 -0.080624999999999988 -0.060614999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 5 7 -2 -7 8 9 -5 11 -4 -9 -1 -13 -16
right_child=1 -3 10 4 -6 6 -8 12 -10 -11 -12 14 -14 -15 15 -17
leaf_value=-0.0059850031013121124 -0.0048144359848665318 -0.003387677067621277 -0.0035670815470808972 0.0043637998224205351 0.011754443489787181 -0.0020706840518135931 0.0088409094670442931 -0.0047172161364760707 -0.001549770464094986 0.011017273300270254 -0.0036943598476151885 0.00085460046478077296 0.0031998881114107271 0.00057484799224579027 0.008791181160982306 0.0032116568397300982
leaf_weight=55 69 72 56 1396 72 52 62 52 66 72 76 70 52 57 52 58
leaf_count=55 69 72 56 1396 72 52 62 52 66 72 76 70 52 57 52 58
internal_value=0 0.00335411 0.00357506 0.0040457 0.0044164 0.000571976 0.00384793 0.00409275 0.00442166 0.00469135 0.000713819 0.00214102 -0.000741389 -0.00263047 0.00392685 0.00586558
internal_weight=0 2277 2205 1893 1710 183 114 1638 1534 1468 312 236 104 112 180 110
internal_count=2389 2277 2205 1893 1710 183 114 1638 1534 1468 312 236 104 112 180 110
is_linear=0
shrinkage=0.16829


Tree=7803
num_leaves=13
num_cat=0
split_feature=2 0 12 2 13 0 0 483 483 3 1210 43
split_gain=0.113351 0.141926 0.083459 0.0768925 0.0766504 0.120064 0.0715522 0.0853144 0.132004 0.0639162 0.0604353 0.0449814
threshold=0.13631000000000001 -0.037224999999999994 0.11486500000000001 -0.14400499999999997 0.25694000000000006 0.12436000000000001 -0.079249999999999987 0.09567500000000001 0.087175000000000016 0.12991000000000003 -0.026879999999999998 -0.081639999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 5 6 7 8 -5 -2 -8 -12
right_child=1 -3 -4 4 -6 -7 10 -9 -10 -11 11 -13
leaf_value=-0.0033705335233443256 -0.0089382883444657779 0.0056603721124343738 0.0078204597989553065 0.0034001832389444534 -0.0031878670407865985 0.010842692440011634 -0.0040489627164459639 -0.0023708206122150608 0.01163119235611414 -0.0010307576546136486 -0.0008512385779796079 0.0026674691827258358
leaf_weight=58 57 52 93 1227 58 54 55 67 58 60 136 414
leaf_count=58 57 52 93 1227 58 54 55 67 58 60 136 414
internal_value=0 -0.00163899 0.0028758 0.00265876 0.00282865 0.00300307 0.00278583 0.0034673 0.0037731 -0.0048985 0.00125996 0.00179412
internal_weight=0 169 2220 2127 2069 2011 1957 1352 1285 117 605 550
internal_count=2389 169 2220 2127 2069 2011 1957 1352 1285 117 605 550
is_linear=0
shrinkage=0.16829


Tree=7804
num_leaves=30
num_cat=0
split_feature=1 52 15 3 160 3 52 1 47 16 403 3 13 3 15 13 16 16 49 1212 1212 133 13 481 13 133 133 15 133
split_gain=8.00527 1.06912 0.919383 0.651604 0.501854 0.485305 0.434488 0.79969 0.347821 0.264279 0.252124 0.251411 0.168776 0.165427 0.134322 0.127067 0.122518 0.121226 0.0980611 0.0948111 0.120832 0.0378359 0.0779715 0.0351183 0.0327237 0.0558133 0.0597179 0.029494 0.00946983
threshold=0.10752500000000002 -0.23818999999999999 0.022565000000000005 0.31343500000000007 -0.08292999999999999 -0.13088999999999998 -0.55582999999999994 0.092655000000000015 0.078345000000000012 -0.0074349999999999998 -0.081354999999999997 -0.021559999999999996 -1.0000000180025095e-35 -0.087604999999999975 0.089050000000000004 0.034905000000000012 0.22564000000000003 -0.0087049999999999992 0.076585000000000014 1.0000000180025095e-35 0.09198000000000002 0.10029000000000002 -0.050149999999999993 -0.0015899999999999998 -0.0011949999999999997 -0.0054649999999999985 -0.081654999999999991 0.092400000000000024 -0.032969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 8 13 -4 -6 10 9 12 -8 -9 -3 -1 19 16 -12 18 -15 24 -21 23 -23 -16 25 26 -7 -25 -29
right_child=1 3 5 -5 6 14 7 11 -10 -11 15 -13 -14 17 21 -17 -18 -19 -20 20 -22 22 -24 27 -26 -27 -28 28 -30
leaf_value=0.00091867537434064787 0.00096797509113268987 0.00045903541300357952 0.0013776326374282325 0.00022146243637491113 0.0012120967492128803 0.0010285258950263239 0.00076168401389432438 0.00083052155006378074 0.00072605634354503507 0.0003105421496409553 0.0010377678707401178 0.0005670053863541881 0.00068737442867412987 0.0010177522227155448 0.0011449223763164431 0.00084033532617089996 0.00091370928997560545 0.0012699148214991302 0.0011933344351315719 0.0012940043622587322 0.0010890310178894862 0.00093179087044082981 0.001085592726874139 0.0011040844742632653 0.0011659551881626408 0.00097144019225909076 0.0011776696211657038 0.00097198335283714573 0.0010428163140999173
leaf_weight=54 55 84 67 86 52 64 66 76 86 71 312 85 63 103 61 64 129 52 58 75 60 89 69 80 57 54 67 55 95
leaf_count=54 55 84 67 86 52 64 66 76 86 71 312 85 63 103 61 64 129 52 58 75 60 89 69 80 57 54 67 55 95
internal_value=0 0.000536659 0.00102748 0.000475743 0.000961072 0.00110559 0.000918699 0.000897809 0.000547561 0.000476984 0.000955885 0.000691617 0.000557135 0.00108536 0.00108348 0.000981196 0.00100156 0.00112746 0.00108122 0.00113054 0.00120317 0.00104389 0.00099918 0.00106804 0.00108989 0.00106626 0.00110507 0.0010475 0.00101708
internal_weight=0 445 1944 390 1051 893 784 732 304 218 571 161 147 267 826 505 441 213 161 377 135 449 158 291 242 185 131 230 150
internal_count=2389 445 1944 390 1051 893 784 732 304 218 571 161 147 267 826 505 441 213 161 377 135 449 158 291 242 185 131 230 150
is_linear=0
shrinkage=0.0032998


Tree=7805
num_leaves=20
num_cat=0
split_feature=3 151 15 12 4 12 484 10 12 3 4 160 1 12 4 15 159 13 3
split_gain=0.320771 0.109819 0.104606 0.121919 0.0874156 0.0895587 0.07444 0.0954764 0.075278 0.141681 0.0992196 0.0899188 0.0874905 0.0664746 0.0927103 0.055122 0.0524543 0.0281255 0.0234884
threshold=0.31370500000000007 -0.35113999999999995 0.0056700000000000006 0.081810000000000008 -0.047714999999999987 0.084115000000000009 -0.014934999999999999 0.039530000000000003 0.097610000000000016 -0.097224999999999992 -0.019569999999999997 -0.22466999999999995 0.10322500000000003 0.085615000000000011 -0.078664999999999985 -0.087984999999999994 -0.070279999999999981 -0.013149999999999998 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 15 8 9 10 -8 -11 17 -7 -15 -3 -17 -10 -18
right_child=-2 2 3 4 -6 13 7 -9 12 11 -12 -13 -14 14 -16 16 18 -19 -20
leaf_value=0.010222973698580481 -0.0083966347064478829 0.0073480926780051465 0.0099907098693187858 -0.0025988656613536196 -0.0032136857968951245 0.0089657742413133991 -0.0011517144229944568 0.0079970579747129841 0.0038330539669910466 0.0057590351631361678 -0.009947494023063953 0.00013613403234779856 0.0089641899740621461 0.0019663680465573158 0.0062509420178865419 -0.0021489860925119285 0.0067126472861908735 -0.00089350676078703219 0.001847123881407094
leaf_weight=54 76 96 86 57 54 78 89 52 65 94 62 568 59 352 243 52 57 78 58
leaf_count=54 76 96 86 57 54 78 89 52 65 94 62 568 59 352 243 52 57 78 58
internal_value=0 0.00271422 0.0025291 0.00396528 0.00330204 0.00378648 0.00158829 0.000961024 0.000598787 -0.000121497 -0.00477512 0.000937266 0.00350664 0.00432996 0.00371922 0.00412631 0.00226351 0.00124237 0.00427435
internal_weight=0 2254 2200 870 784 730 1330 1067 1015 813 151 662 202 673 595 263 167 143 115
internal_count=2330 2254 2200 870 784 730 1330 1067 1015 813 151 662 202 673 595 263 167 143 115
is_linear=0
shrinkage=0.16829


Tree=7806
num_leaves=27
num_cat=0
split_feature=1 1 16 12 14 1 0 123 0 16 15 15 0 0 15 15 15 12 0 1212 15 0 0 15 0 0
split_gain=6.97397 1.41904 0.835102 0.662125 0.609987 0.45347 0.343218 0.246421 0.244693 0.196649 0.173697 0.166726 0.170815 0.226342 0.339416 0.163937 0.128877 0.0807345 0.0690133 0.0555647 0.186313 0.129633 0.0372246 0.0322428 0.0193227 0.010486
threshold=0.12450500000000002 0.095025000000000012 0.12292000000000002 0.089605000000000018 0.062655000000000016 0.14882500000000001 0.12381500000000002 0.088610000000000008 -0.17106499999999999 -0.38959499999999997 -0.07879499999999999 1.0000000180025095e-35 -0.078964999999999994 -0.094314999999999996 -0.11664999999999999 -0.042294999999999992 0.084785000000000013 0.08401500000000002 0.048285000000000008 0.041590000000000009 0.089150000000000021 -0.083154999999999993 -0.11471499999999998 -0.035449999999999988 -0.085154999999999995 -0.067329999999999987
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 4 3 8 6 7 11 9 -3 -2 22 12 13 14 -1 25 24 -15 -4 21 -21 -18 -10 -5 -13 -14
right_child=5 2 18 23 -6 -7 -8 -9 10 -11 -12 16 15 17 -16 -17 19 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.00095447822080499747 0.0002190842516075589 0.0006573412183681006 0.00080001731432058018 0.00071160006009451883 0.0011617537690525156 -7.5858901686176209e-05 0.00058995340102809446 8.6686521389948783e-05 0.00040705234791891387 0.00049862022315663181 0.00025277881125020601 0.0010406502838105952 0.00084791594734048305 0.00099243847311015977 0.00066844307129159091 0.00061063378027917631 0.00097177841816443674 0.00087002344062915343 0.00096201594562128092 0.00070440109430446702 0.00092412477376460124 0.00084822680740805957 0.0005307276601116595 0.00083375009679556491 0.00094275188254786685 0.000772953953736674
leaf_weight=67 54 54 62 52 69 53 57 52 52 57 58 59 59 78 145 75 148 324 62 84 89 278 64 57 58 63
leaf_count=67 54 54 62 52 69 53 57 52 52 57 58 59 59 78 145 75 148 324 62 84 89 278 64 57 58 63
internal_value=0 0.000811469 0.000649264 0.00056378 0.000856684 0.00018877 0.000843373 0.000275031 0.000462266 0.000362947 0.000401523 0.00085281 0.000819857 0.000847358 0.000759007 0.000733965 0.000890085 0.000893863 0.000881301 0.000870038 0.000817642 0.000891234 0.000475591 0.0007758 0.000992421 0.000809495
internal_weight=0 2114 461 337 1653 216 1584 163 228 111 174 1527 811 614 212 197 716 402 124 599 173 426 116 109 117 122
internal_count=2330 2114 461 337 1653 216 1584 163 228 111 174 1527 811 614 212 197 716 402 124 599 173 426 116 109 117 122
is_linear=0
shrinkage=0.0032998


Tree=7807
num_leaves=29
num_cat=0
split_feature=0 15 14 2 133 15 12 0 16 16 15 52 484 12 12 133 0 15 16 49 12 2 1211 16 52 12 12 16
split_gain=0.161625 0.189111 0.14429 0.115424 0.130598 0.0911244 0.191942 0.0887063 0.0817012 0.255249 0.0968401 0.0814693 0.0956569 0.0748381 0.0697698 0.117541 0.0893067 0.067342 0.089333 0.0760505 0.0510492 0.0715062 0.0482425 0.050352 0.0399142 0.0134989 0.0112549 0.00880551
threshold=-0.069389999999999993 -0.06784999999999998 -1.0000000180025095e-35 0.087675000000000017 0.024130000000000002 -0.41606999999999994 0.087495000000000003 -0.14712999999999996 -1.0000000180025095e-35 0.15454000000000004 -1.0000000180025095e-35 0.088555000000000009 -0.081554999999999989 0.086665000000000006 0.093595000000000025 -0.050299999999999991 -0.083804999999999977 -0.091734999999999983 0.041625000000000002 0.0016050000000000003 -0.040564999999999997 0.094195000000000015 0.087635000000000005 -0.079714999999999994 -0.54822499999999985 0.090535000000000018 0.098400000000000015 -0.071629999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 7 14 -2 -7 -4 26 -10 -11 12 -9 -13 16 -16 20 -6 19 25 -5 -22 23 -14 -12 -19 -3 -15
right_child=1 8 3 4 17 6 -8 11 9 10 24 13 22 27 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.010619421533772032 0.00080538258064789424 0.0043330690314940419 0.010992047568733055 -0.0044534986430713533 -0.00032152716443602556 -0.013334556596226892 -0.00021969401597404212 -0.00039125574722988736 -0.0081832415394144566 -0.0019795072987388663 0.003180819525238025 -0.0047276829847446022 0.0034114740925842661 0.0045800673179323161 0.0082939268120764426 -0.0025213499637866395 -0.0065566796006985614 0.0068107893812870655 0.00035249970423774444 0.012490563674972305 -0.0024715333887793565 0.0039585292151215158 0.010272835729714623 0.0067658879302625293 0.0090334542608010056 0.0035932297019560257 0.0078713010653276121 0.0014603839219538765
leaf_weight=74 67 53 54 58 82 64 63 88 68 57 64 52 266 54 61 53 78 71 81 53 85 115 56 248 71 85 56 53
leaf_count=74 67 53 54 58 82 64 63 88 68 57 64 52 266 54 61 53 78 71 81 53 85 115 56 248 71 85 56 53
internal_value=0 5.82756e-05 0.00333583 0.00301641 0.00158261 -0.00419223 -0.00684291 0.00436749 0.00229783 0.000668688 0.0038131 0.00392744 0.00475386 0.000496129 -0.000342382 0.00325001 -0.00156658 0.00391605 0.00512046 0.00695973 -5.09784e-05 0.00121677 0.00555134 0.00503344 0.00627218 0.00506915 0.00616736 0.00305159
internal_weight=0 563 1767 1693 822 194 127 871 369 260 192 817 658 159 450 114 336 372 290 209 258 200 570 514 135 156 109 107
internal_count=2330 563 1767 1693 822 194 127 871 369 260 192 817 658 159 450 114 336 372 290 209 258 200 570 514 135 156 109 107
is_linear=0
shrinkage=0.16829


Tree=7808
num_leaves=22
num_cat=0
split_feature=1 1 52 14 52 3 3 42 3 1 0 43 16 43 42 1213 52 16 0 52 3
split_gain=11.4936 3.27537 1.68773 1.45043 0.918414 0.743504 0.620352 0.568831 0.369303 0.336024 0.319984 0.219183 0.219654 0.173764 0.155281 0.110641 0.10485 0.0948982 0.140038 0.113084 0.0885242
threshold=0.12895500000000001 0.098370000000000027 -0.40011499999999994 0.062655000000000016 0.14114500000000005 0.30112000000000005 0.092330000000000009 0.086700000000000013 -0.015069999999999998 0.10797500000000002 -0.072674999999999976 -0.03750499999999999 0.081265000000000018 0.015110000000000002 0.088285000000000016 0.041405000000000004 0.40249000000000007 -1.0000000180025095e-35 -0.13314999999999996 -0.12005499999999998 -0.085214999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 8 7 10 -2 20 -10 14 12 -12 -13 17 16 -16 18 -1 -19 -4
right_child=5 2 4 -5 -6 -7 -8 -9 9 -11 11 13 -14 -15 15 -17 -18 19 -20 -21 -22
leaf_value=0.0010834658594165128 0.00067465021307778897 0.0013261766180894812 0.00075521433884911103 0.0016938879295964077 0.0011969372816189106 3.6240778269427086e-05 0.00089462238677580981 0.00024453304252562431 0.00040193541634470526 0.00073128839796810635 0.00092543605311869333 0.0013792460516262013 0.001161576159935613 0.0011274191901624508 0.0011285657016892753 0.0013286304890873424 0.0012866440592847583 0.0012612886265961744 0.001265656953411462 0.0014716018832163647 0.00092933882074084783
leaf_weight=52 71 81 68 70 52 63 67 64 57 85 86 52 91 78 248 53 61 66 743 55 67
leaf_count=52 71 81 68 70 52 63 67 64 57 85 86 52 91 78 248 53 61 66 743 55 67
internal_value=0 0.00116423 0.000898847 0.0012274 0.000793531 0.000332848 0.00120761 0.000471004 0.000717674 0.000599331 0.00122082 0.00112396 0.00104704 0.00122842 0.00124406 0.00118469 0.00115989 0.00126748 0.00125378 0.00135718 0.000841893
internal_weight=0 2132 410 1722 329 198 1652 135 277 142 1585 307 177 130 1278 362 309 916 795 121 135
internal_count=2330 2132 410 1722 329 198 1652 135 277 142 1585 307 177 130 1278 362 309 916 795 121 135
is_linear=0
shrinkage=0.0032998


Tree=7809
num_leaves=21
num_cat=0
split_feature=1 3 10 3 13 3 0 52 2 0 52 3 52 1375 2 1447 1 3 49 159
split_gain=6.07337 1.86247 0.696883 0.59173 0.532607 0.523469 0.486668 0.480134 0.384189 0.36903 0.15349 0.137706 0.127932 0.101148 0.0926409 0.129167 0.100291 0.0972177 0.115118 0.0538112
threshold=0.098370000000000027 -0.058704999999999993 -1.0000000180025095e-35 0.092330000000000009 -0.28558999999999996 0.091170000000000015 -0.061204999999999989 -0.22243999999999997 0.10322500000000003 -0.14857499999999998 -0.11183499999999999 -0.010299999999999998 0.087765000000000024 -0.074434999999999987 0.087525000000000006 -0.085324999999999984 0.084985000000000019 -0.080669999999999978 0.097085000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 6 -4 11 9 -2 -9 -1 -8 -6 -12 -11 15 -15 -17 19 -19 -16
right_child=1 2 4 -5 5 -7 10 8 -10 13 12 -13 -14 14 17 16 -18 18 -20 -21
leaf_value=0.0011081274904642792 0.00093127528984452627 6.7939907840091244e-05 0.00017606255335715277 0.00057032494756041965 0.00046379745069477941 0.00067060565757138266 0.00085695744113699801 0.00075556286446275993 0.00041058793475451215 0.0010348477380857336 0.00053743805671547661 0.00024293538025639376 0.00076351631276819719 0.00075679237927770749 0.00090614816977411551 0.00096167995014679632 0.00087606848969079847 0.00093660365992919348 0.0007959593480049745 0.00079045922981493854
leaf_weight=91 80 78 75 69 62 104 57 85 61 53 60 63 53 57 59 362 280 228 94 259
leaf_count=91 80 78 75 69 62 104 57 85 61 53 60 63 53 57 59 362 280 228 94 259
internal_value=0 0.000487376 0.000346723 0.000871163 0.000418137 0.000497266 0.0008837 0.000724961 0.000611671 0.00090296 0.000715469 0.000352765 0.000643787 0.000889523 0.000883744 0.00091078 0.000924396 0.000854161 0.000895655 0.000812034
internal_weight=0 608 382 1722 304 229 1653 226 146 1483 170 125 113 1392 1339 699 642 640 322 318
internal_count=2330 608 382 1722 304 229 1653 226 146 1483 170 125 113 1392 1339 699 642 640 322 318
is_linear=0
shrinkage=0.0032998


Tree=7810
num_leaves=19
num_cat=0
split_feature=15 11 4 4 1 1 159 12 13 4 4 51 12 12 15 13 52 4
split_gain=0.143264 0.13431 0.11156 0.104073 0.12188 0.112121 0.100459 0.0976823 0.0963512 0.100031 0.108098 0.081935 0.12629 0.0989766 0.215299 0.0792582 0.0779174 0.0307027
threshold=-0.41971499999999995 0.079915000000000014 -0.15618499999999999 -0.085474999999999982 0.099850000000000008 0.085605000000000014 0.10652000000000002 0.088545000000000013 -0.117405 -0.082024999999999987 -0.083829999999999988 0.088440000000000005 0.079570000000000016 0.083715000000000026 -0.0053099999999999996 -0.0063399999999999993 0.26746000000000009 -0.011154999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 5 7 -1 15 -5 10 -10 13 -13 14 -11 -2 -15 -14
right_child=1 2 -4 8 -6 -7 -8 -9 9 11 -12 12 17 16 -16 -17 -18 -19
leaf_value=0.0024607536214012403 0.013537705463527464 0.0050224903599244098 0.014650781170255716 -0.0016268432636870299 0.013970861683642895 -0.0016665008220094228 -0.0068512040455186276 0.0021061277754500845 0.0048462950932684403 0.0050631117710005094 -0.0046971482015272584 -0.0060673408441408137 0.0061073379488195837 0.0032839399702983122 0.016256114516825574 0.0056587313401706947 0.0079200177199616317 0.0010858309868340974
leaf_weight=81 71 76 63 99 55 53 55 79 59 246 78 53 69 883 61 76 117 71
leaf_count=81 71 76 63 99 55 53 55 79 59 246 78 53 69 883 61 76 117 71
internal_value=0 0.00432581 0.00939932 0.00398426 0.00671045 0.00527275 -0.0012919 0.00690804 0.00345871 0.00376737 -0.000574084 0.00416508 0.000916742 0.00464338 0.00729298 0.00947644 0.00382816 0.00357355
internal_weight=0 2209 139 2070 334 279 136 226 1736 1637 137 1500 193 1307 307 147 1000 140
internal_count=2345 2209 139 2070 334 279 136 226 1736 1637 137 1500 193 1307 307 147 1000 140
is_linear=0
shrinkage=0.16829


Tree=7811
num_leaves=17
num_cat=0
split_feature=1 3 4 124 11 15 1 3 4 3 42 4 4 39 160 3
split_gain=7.8907 2.08878 1.13194 1.08113 0.812096 1.36563 0.626167 0.474488 0.322801 0.339569 0.251797 0.187091 0.104896 0.0984138 0.0954146 0.0723584
threshold=0.10752500000000002 -0.058704999999999993 0.22738500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.13554500000000003 0.10323000000000002 0.03851000000000001 -0.10468499999999999 0.12011500000000001 -0.093344999999999997 0.50373500000000015 0.087735000000000021 0.080200000000000007 -0.074979999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 7 -6 13 8 9 -5 11 -11 -8 -3 15 -10
right_child=1 6 -4 4 5 -7 12 -9 14 10 -12 -13 -14 -15 -16 -17
leaf_value=0.00067927062256370365 0.0011146977770061142 0.00056001278731698659 0.00053650701758075801 0.00084963431327188537 0.0010277137650805681 0.0017071683276224641 0.00027709378107979298 0.00071602083462159335 0.00093404640433660294 0.0012674754680532072 0.00084090219610901719 0.001063439924235691 7.6687427112959657e-05 0.00039838932337706576 0.0010268207068900692 0.00078960458741380159
leaf_weight=96 80 99 69 89 86 52 57 55 92 53 55 1195 58 74 62 73
leaf_count=96 80 99 69 89 86 52 57 55 92 53 55 1195 58 74 62 73
internal_value=0 0.000529829 0.000847181 0.00102159 0.0010397 0.001284 0.000365521 0.00101954 0.00102983 0.00104882 0.0010624 0.00107213 0.000176326 0.000491083 0.000913246 0.000870355
internal_weight=0 437 149 1908 1812 138 288 1674 1619 1392 1303 1248 115 173 227 165
internal_count=2345 437 149 1908 1812 138 288 1674 1619 1392 1303 1248 115 173 227 165
is_linear=0
shrinkage=0.0032998


Tree=7812
num_leaves=31
num_cat=0
split_feature=1 124 2 15 2 11 1 2 15 15 2 15 2 2 15 12 15 13 12 15 13 15 15 50 2 1 15 1 12 133
split_gain=7.35703 1.33666 1.14821 0.85794 0.775461 0.420383 0.502562 0.274999 0.267687 0.28637 0.34969 0.27767 0.267308 0.245317 0.220288 0.198079 0.173562 0.17007 0.110823 0.109709 0.105919 0.102788 0.121641 0.0883502 0.109654 0.0535713 0.048024 0.043081 0.0339257 0.0334488
threshold=0.10732500000000002 -1.0000000180025095e-35 0.12051500000000002 -0.084629999999999997 0.090115000000000015 1.0000000180025095e-35 0.088595000000000021 0.14823500000000003 0.03981500000000001 -0.077809999999999976 0.074875000000000011 0.083885000000000015 -1.0000000180025095e-35 0.09857500000000001 -0.0092549999999999976 0.089605000000000018 -0.05332499999999999 -0.016289999999999995 0.095780000000000018 -0.14151499999999997 -0.08533499999999998 -1.0000000180025095e-35 -0.088954999999999992 0.09227500000000001 0.083715000000000026 0.091615000000000016 0.095330000000000012 0.077800000000000022 0.085325000000000012 -0.023454999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 8 6 13 19 9 25 -11 -10 -2 21 -12 -5 18 -18 -15 -4 29 22 -6 24 -22 27 -23 28 -3 -13
right_child=2 4 7 15 5 -7 -8 -9 11 10 14 20 -14 16 -16 -17 17 -19 -20 -21 23 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006896241784493998 0.00038407883364091654 0.0012248487654727099 0.00040225043295891632 0.00077382955259186481 0.001126273834546292 0.0012277585344075801 0.00071407916619307217 0.00025566778841996511 0.0014255904391911789 0.0008244619221737811 0.00099081469964185901 0.0012076787887967057 0.00069176300997390242 0.0011370314886961605 0.0012435016472552081 0.0010428558831925342 0.00095138963796025143 0.00070985320441617245 0.00093843236208195286 0.00061878176201381218 0.0012454158665071646 0.0011937608076322318 0.00093352921346694356 0.0010206965902090524 0.0011180351446835875 0.0010681261701164764 0.0010657973865814373 0.001269747423992151 0.0011084541741308075 0.0013256860109702984
leaf_weight=96 59 57 52 52 64 84 71 82 53 79 94 84 66 56 66 75 79 56 77 53 124 85 91 59 215 54 65 64 80 53
leaf_count=96 59 57 52 52 64 84 71 82 53 79 94 84 66 56 66 75 79 56 77 53 124 85 91 59 215 54 65 64 80 53
internal_value=0 0.00107006 0.000596034 0.000741572 0.00109022 0.00100656 0.000977648 0.00039972 0.00114648 0.00108904 0.0010059 0.00119468 0.000546818 0.00101025 0.00109527 0.000932981 0.000936382 0.000851458 0.00102232 0.000511883 0.00117173 0.00107503 0.00101334 0.00114347 0.00116473 0.00116683 0.00113854 0.00119317 0.00115714 0.00125359
internal_weight=0 1906 439 252 1810 728 644 187 1082 494 239 588 125 573 160 127 268 135 133 105 535 305 155 398 339 255 150 201 137 137
internal_count=2345 1906 439 252 1810 728 644 187 1082 494 239 588 125 573 160 127 268 135 133 105 535 305 155 398 339 255 150 201 137 137
is_linear=0
shrinkage=0.0032998


Tree=7813
num_leaves=21
num_cat=0
split_feature=1 2 2 15 0 3 15 3 16 0 13 43 3 43 0 39 2 16 3 2
split_gain=4.67441 0.752375 0.726607 0.489993 0.460937 0.288328 0.33064 0.217324 0.16457 0.234762 0.132758 0.117693 0.11678 0.107669 0.11136 0.104327 0.12289 0.0970817 0.0941407 0.0845894
threshold=0.11332500000000002 0.14271500000000001 0.099675000000000014 -0.084629999999999997 -0.14454499999999995 -0.10237999999999998 1.0000000180025095e-35 0.092330000000000009 0.52822500000000006 -0.026509999999999995 0.034905000000000012 -0.065804999999999989 -0.0068249999999999986 -0.080819999999999989 -0.065489999999999979 0.085495000000000015 0.090225000000000014 -0.097499999999999989 -0.073159999999999989 0.11043500000000002
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 3 5 12 -4 6 -1 10 9 13 15 -5 -2 -6 19 16 17 -7 -18 -15
right_child=1 -3 4 11 8 7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 18 -19 -20 -21
leaf_value=0.00084408011768395349 0.00047882577356750004 0.00015147004462728899 0.00049191589982261962 0.00054599643023953072 0.00089121900185768464 0.00098974980789624366 0.0011408164295762806 0.00063785885977632223 0.00090896902630525922 0.00054304777094368027 0.0007190109574708582 0.00076287537644143053 0.00027502913377249784 0.000747405444018995 0.00083477795423416161 0.0007145352494397877 0.00076000561224340377 0.00087111550058555282 0.00090391940114124814 0.00056372586801665308
leaf_weight=87 53 95 89 55 63 88 80 57 66 63 84 58 76 64 71 56 190 826 72 52
leaf_count=87 53 95 89 55 63 88 80 57 66 63 84 58 76 64 71 56 190 826 72 52
internal_value=0 0.000400852 0.00082105 0.000498604 0.000706751 0.000855762 0.00098644 0.000839842 0.000757108 0.000724973 0.000848564 0.000657627 0.000359033 0.000770678 0.000729879 0.000857368 0.00086414 0.000882576 0.000799689 0.00066537
internal_weight=0 337 2008 242 468 1540 167 1373 379 313 1316 113 129 250 187 1232 1176 914 262 116
internal_count=2345 337 2008 242 468 1540 167 1373 379 313 1316 113 129 250 187 1232 1176 914 262 116
is_linear=0
shrinkage=0.0032998


Tree=7814
num_leaves=18
num_cat=0
split_feature=4 3 123 11 15 16 12 42 3 3 4 0 13 4 0 15 15
split_gain=8.21722 2.87999 1.17438 0.883469 0.861848 0.569452 0.532483 0.332291 0.314597 0.253757 0.254406 0.301763 0.214338 0.178237 0.120352 0.0824109 0.0546917
threshold=0.30163500000000004 0.11191000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.54057999999999995 0.092495000000000008 0.086855000000000016 -0.059629999999999996 -0.107915 -0.08916499999999998 -0.14097999999999997 -0.0074049999999999993 -0.060264999999999992 -0.071844999999999978 -0.055344999999999998 0.094850000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -2 9 12 13 -1 -11 -12 -7 16 -4 -15 -8
right_child=5 -3 14 4 -6 7 8 -9 -10 10 11 -13 -14 15 -16 -17 -18
leaf_value=0.00092680066032706265 0.00072249638878284868 0.00052386477059855011 0.00087381521913863726 0.0011705791485085741 0.0016984217000305594 0.00029236790446664695 0.0011709121555552691 0.00016052140550211214 0.0007775629554995357 0.0013381634455186737 0.0009523329121808678 0.0011525138635652154 0.00058376843042289841 0.0010258714229342738 0.0006585481752233764 0.00090155031130691946 0.0010595588492474594
leaf_weight=61 54 100 68 92 54 52 100 72 57 74 92 965 60 176 52 97 119
leaf_count=61 54 100 68 92 54 52 100 72 57 74 92 965 60 176 52 97 119
internal_value=0 0.00107108 0.00109833 0.0011185 0.00136605 0.00042398 0.00109772 0.000336181 0.0010121 0.00113713 0.00114844 0.00113512 0.00044879 0.0010392 0.000780826 0.000981828 0.00111057
internal_weight=0 2107 2007 1887 146 238 1741 184 549 1192 1131 1057 112 492 120 273 219
internal_count=2345 2107 2007 1887 146 238 1741 184 549 1192 1131 1057 112 492 120 273 219
is_linear=0
shrinkage=0.0032998


Tree=7815
num_leaves=18
num_cat=0
split_feature=4 16 14 1373 49 150 2 52 3 4 16 3 3 52 4 133 43
split_gain=0.46576 0.15451 0.211053 0.119499 0.105063 0.09841 0.10085 0.0958829 0.105512 0.131535 0.189157 0.102006 0.0855364 0.0875826 0.0747254 0.0515509 0.0469482
threshold=0.27161500000000005 -0.4714549999999999 -0.41790499999999997 1.0000000180025095e-35 -0.14867499999999997 0.089155000000000012 0.093765000000000015 0.11232500000000002 -0.14162499999999997 -0.13833499999999996 0.15050500000000003 -0.24154499999999998 -0.084129999999999996 0.51307000000000014 0.41555500000000006 0.091535000000000019 0.00037500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 14 -3 4 -1 7 -7 8 11 10 -10 -6 -9 15 -2 -14 -11
right_child=1 2 -4 -5 5 6 -8 12 9 16 -12 -13 13 -15 -16 -17 -18
leaf_value=0.013500037940891831 -0.0016636583237012901 0.0016889200515108102 -0.012462954247826676 0.013877005142871435 0.0057006031458127302 0.005904039284360927 -0.0034711703154432735 -0.0024168801405193971 -0.0062618974022175169 0.0075712762533063074 0.0077001492521639094 0.015241234058070117 0.0087678716126809268 -0.00015446063224032084 0.0060963251053795927 0.0024308623669606704 0.0050873311165156067
leaf_weight=57 61 59 60 62 53 72 59 53 53 1018 57 82 128 67 82 52 280
leaf_count=57 61 59 60 62 53 72 59 53 53 1018 57 82 128 67 82 52 280
internal_value=0 -0.000946255 -0.00543138 0.00657446 0.00635066 0.0061433 0.0016679 0.00646044 0.00699698 0.00656309 0.000956649 0.011509 0.00369484 0.00501354 0.00277356 0.00694716 0.00703683
internal_weight=0 262 119 2093 2031 1974 131 1843 1543 1408 110 135 300 247 143 180 1298
internal_count=2355 262 119 2093 2031 1974 131 1843 1543 1408 110 135 300 247 143 180 1298
is_linear=0
shrinkage=0.16829


Tree=7816
num_leaves=23
num_cat=0
split_feature=4 12 1 1 3 51 16 3 12 13 48 13 12 481 4 3 483 3 13 12 12 12
split_gain=9.01585 2.02478 1.22513 0.822116 0.477298 0.300754 0.29285 0.190882 0.278193 0.181682 0.159143 0.131099 0.123633 0.126106 0.118675 0.114892 0.114162 0.0940123 0.0965817 0.0894616 0.0529005 0.0948537
threshold=0.30163500000000004 0.054520000000000006 0.10384000000000002 0.14310500000000001 -0.07793499999999999 -0.10101999999999998 0.0086100000000000013 -0.14162499999999997 0.093270000000000006 -0.061199999999999991 0.085890000000000008 -0.09547499999999999 0.083785000000000012 -0.084329999999999988 -0.0083249999999999973 -0.065259999999999999 -1.0000000180025095e-35 0.099930000000000005 -0.057284999999999996 -0.029844999999999997 0.097360000000000016 0.092755000000000018
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 2 5 17 7 -1 14 8 -3 20 19 -9 -13 -14 -4 -11 -15 18 -2 -7 21 -6
right_child=3 4 6 -5 9 10 -8 11 -10 15 -12 12 13 16 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.000879333407049229 0.0002037434749110608 0.0010584628424515389 0.00030387136282335485 -0.00027318212957695714 0.0007845055063822635 0.00043496357142425179 0.00049759780170478504 0.00064816166305889053 0.00076178207179329279 0.00068029378920686306 0.00072164156458989445 0.00094162952110168788 0.00063436949219081249 0.00094302714898970776 8.2909766915165612e-05 0.00049463683095459182 0.00079316762050559244 0.00027818953578191252 1.9441344343714816e-05 0.00060435543383478276 0.00080473726813191601 0.00062703405860861563
leaf_weight=54 65 78 54 62 80 58 52 65 64 74 82 69 53 62 53 76 869 57 60 90 82 96
leaf_count=54 65 78 54 62 80 58 52 65 64 74 82 69 53 62 53 76 869 57 60 90 82 96
internal_value=0 0.000724888 0.000526339 5.47727e-05 0.000777599 0.000656282 0.000294018 0.000809508 0.000924996 0.000678969 0.000603761 0.000794808 0.000803827 0.000794128 0.000194752 0.000586462 0.000803185 0.000166687 0.00011556 0.00053821 0.000732615 0.000698812
internal_weight=0 2111 443 244 1668 284 159 1260 142 408 230 1118 1053 984 107 150 931 182 125 148 258 176
internal_count=2355 2111 443 244 1668 284 159 1260 142 408 230 1118 1053 984 107 150 931 182 125 148 258 176
is_linear=0
shrinkage=0.0032998


Tree=7817
num_leaves=26
num_cat=0
split_feature=4 12 12 4 51 11 16 15 12 16 4 12 4 475 4 403 475 42 15 15 15 133 42 12 12
split_gain=11.8591 3.21972 0.647681 0.518896 0.530032 0.511054 0.342798 0.541979 0.279599 0.329947 0.285002 0.257239 0.1768 0.160562 0.116173 0.104936 0.138146 0.0726682 0.0901577 0.0998782 0.0596686 0.0560899 0.0497143 0.0672242 0.0447614
threshold=0.36766000000000004 0.078515000000000015 0.092495000000000008 -0.38908499999999996 0.090710000000000027 1.0000000180025095e-35 -0.50327499999999992 -0.45726999999999995 -0.086449999999999985 0.00088000000000000003 -0.0030749999999999996 0.13032500000000005 -0.074219999999999994 -0.085774999999999976 0.0071200000000000005 -0.074254999999999988 -1.0000000180025095e-35 -0.079234999999999986 0.10712000000000001 -0.065599999999999978 0.089150000000000021 -0.010819999999999998 0.086635000000000004 0.096370000000000025 0.084160000000000013
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=1 3 5 -1 8 13 -2 -8 10 14 -5 12 22 -3 -10 20 -17 -14 19 -19 21 -15 23 -4 -18
right_child=6 2 11 4 -6 -7 7 -9 9 -11 -12 -13 17 15 -16 16 24 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0010991739115154132 0.00046558263211676873 0.0010267350348455164 0.0013197872345933144 0.00056957445172935888 0.00056092906645381071 0.0014927708021977995 0.00038546816013513706 -3.6179713020061939e-05 0.0011221573743643797 0.00072292316134036304 0.00090709074530601411 0.00085608161053248272 0.001162513534871168 0.0013111085236523798 0.0009196808908327656 0.0012974991765470807 0.0010638214676566215 0.0010643134837922542 0.0011358277285870018 0.00092382053935121885 0.0013623962374396594 0.0011909955810273827 0.0011056777647558979 0.0011556412805052818 0.0011712053566479569
leaf_weight=76 103 61 52 58 81 68 81 56 73 54 53 53 65 76 59 100 55 133 79 105 58 133 69 73 481
leaf_count=76 103 61 52 58 81 68 81 56 73 54 53 53 65 76 59 100 55 133 79 105 58 133 69 73 481
internal_value=0 0.00109569 0.00116306 0.000849144 0.000798781 0.00121421 0.000321466 0.000212859 0.000863531 0.000942403 0.000731048 0.00107909 0.00109955 0.00119452 0.00103192 0.00120582 0.00118189 0.00105747 0.00103582 0.00100248 0.00126268 0.00123484 0.00118223 0.00122421 0.00116025
internal_weight=0 2115 1661 454 378 1032 240 137 297 186 111 629 576 964 132 903 636 382 317 238 267 209 194 125 536
internal_count=2355 2115 1661 454 378 1032 240 137 297 186 111 629 576 964 132 903 636 382 317 238 267 209 194 125 536
is_linear=0
shrinkage=0.0032998


Tree=7818
num_leaves=12
num_cat=0
split_feature=3 3 4 3 456 160 11 4 3 40 4
split_gain=0.433812 0.255862 0.240181 0.162548 0.0731057 0.0711135 0.0719187 0.101234 0.0745141 0.0402538 0.0476703
threshold=0.30112000000000005 0.12745000000000004 0.36766000000000004 0.099930000000000005 0.088285000000000016 0.31396500000000005 0.077290000000000011 -0.16270999999999997 -0.13088999999999998 -0.063404999999999989 0.49433000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 -1 -4 -11
right_child=-2 -3 9 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00037156561212129909 -0.0051023340297666458 0.017793366752297181 0.0038213692638529835 -0.0025808812098572142 0.011971515761910367 0.012260942002590036 0.0060052864615034235 0.015605819270895962 0.0064416451211108047 0.0021588796329391475 -0.004536278016869193
leaf_weight=60 96 55 61 52 79 64 69 58 1640 55 66
leaf_count=60 96 55 61 52 79 64 69 58 1640 55 66
internal_value=0 0.00643834 0.00615416 0.00668127 0.00692666 0.00671496 0.0065197 0.0104039 0.00622846 0.000288173 -0.00147818
internal_weight=0 2259 2204 2022 1970 1891 1827 127 1700 182 121
internal_count=2355 2259 2204 2022 1970 1891 1827 127 1700 182 121
is_linear=0
shrinkage=0.16829


Tree=7819
num_leaves=10
num_cat=0
split_feature=10 3 3 3 51 1373 1 155 0
split_gain=0.322303 0.126552 0.168052 0.149323 0.0729804 0.0761545 0.0837963 0.0744222 0.0628758
threshold=-0.011559999999999999 0.30112000000000005 0.12745000000000004 0.10632000000000001 -0.40771999999999992 0.078175000000000008 0.088885000000000006 0.10158500000000002 0.062580000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0049026239191809033 0.01070296046837195 -0.0012421570620611447 0.014798925298818051 -0.0029711421605262247 0.0061771333481959508 0.011718524155728237 0.0028701667160151399 0.0091015953014375491 0.00017432971417157445
leaf_weight=90 77 79 55 59 1308 53 521 61 52
leaf_count=90 77 79 55 59 1308 53 521 61 52
internal_value=0 0.00535639 0.00559568 0.0053573 0.00559532 0.00539728 0.00522384 0.00352638 0.00594894
internal_weight=0 2265 2186 2131 2072 1995 1942 582 1360
internal_count=2355 2265 2186 2131 2072 1995 1942 582 1360
is_linear=0
shrinkage=0.16829


Tree=7820
num_leaves=23
num_cat=0
split_feature=2 15 124 2 0 2 0 15 15 0 15 16 47 15 1447 2 0 2 47 15 13 402
split_gain=8.93733 3.18701 1.91171 1.15548 1.18304 0.997513 0.758784 0.292469 0.290866 0.61882 0.287152 0.39644 0.475891 0.258202 0.258189 0.224553 0.202038 0.177792 0.170342 0.145408 0.115605 0.0780505
threshold=0.13538500000000001 -0.37478999999999996 -0.043384999999999993 0.10472500000000001 -0.14454499999999995 0.17000000000000001 -0.079119999999999982 -0.12431499999999999 0.082725000000000007 -0.10891999999999999 0.029300000000000003 0.081265000000000018 0.084210000000000021 -0.23488499999999998 -0.082824999999999982 0.081460000000000019 -0.070184999999999984 1.0000000180025095e-35 0.091340000000000018 0.090725000000000014 0.0015850000000000003 -0.048204999999999991
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 17 15 6 -5 13 7 18 9 -9 11 -8 -13 -2 -10 -3 -6 -1 -4 -12 -18 -21
right_child=5 2 3 4 16 -7 10 8 14 -11 19 12 -14 -15 -16 -17 20 -19 -20 21 -22 -23
leaf_value=0.00040336641411478733 0.00033122870023042788 0.00055855999680375025 0.0015243059363715657 0.00055031172550745495 0.00093583097873483061 -3.1468299745221195e-05 0.00078158925235542124 0.00088260254862598483 0.0014675248994550981 0.0011984429175216536 0.0012905037021117356 0.0012383207741664408 0.00085354982256857423 0.00063037687734080589 0.0012340869603017159 0.00084207247303852482 0.0012182304229603907 0.00067391057700334897 0.001259864732257733 0.0011997553924742862 0.0010374988417783139 0.0010382688632520939
leaf_weight=56 59 53 53 62 95 57 76 81 60 438 59 85 61 69 471 75 84 52 59 54 80 104
leaf_count=56 59 53 53 62 95 57 76 81 60 438 59 85 61 69 471 75 84 52 59 54 80 104
internal_value=0 0.00108706 0.00111618 0.00114222 0.000960935 0.000331053 0.00117855 0.0012229 0.00120554 0.00114922 0.00106106 0.000976554 0.0010778 0.000492763 0.00126053 0.000724956 0.0010591 0.000533955 0.00138532 0.00114736 0.00113028 0.00109368
internal_weight=0 2158 2050 1922 321 185 1601 1162 1050 519 439 222 146 128 531 128 259 108 112 217 164 158
internal_count=2343 2158 2050 1922 321 185 1601 1162 1050 519 439 222 146 128 531 128 259 108 112 217 164 158
is_linear=0
shrinkage=0.0032998


Tree=7821
num_leaves=28
num_cat=0
split_feature=1 160 160 151 131 1 15 15 15 4 133 15 483 15 47 49 475 49 47 42 133 49 483 43 151 401 403
split_gain=0.182558 0.141528 0.14535 0.132701 0.124828 0.188119 0.320294 0.17027 0.374853 0.419921 0.128175 0.118515 0.0895118 0.11551 0.0761427 0.0681898 0.0598832 0.0595259 0.0596857 0.0591446 0.0542853 0.0490226 0.0462238 0.0454229 0.0418213 0.0408341 0.0272911
threshold=0.089840000000000017 -0.089549999999999991 -0.015394999999999997 -0.086224999999999982 0.10033500000000002 0.13712000000000005 -0.40992999999999996 -0.015464999999999998 0.09167500000000002 -0.15618499999999999 0.087245000000000003 -0.0073899999999999999 0.085510000000000017 -1.0000000180025095e-35 0.077555000000000013 0.083250000000000005 -0.065099999999999977 -0.0019649999999999997 0.08265500000000002 -0.09547499999999999 -0.07218999999999999 -0.005069999999999999 -0.06916499999999999 -0.073404999999999984 -0.064619999999999983 0.083100000000000021 0.062230000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 11 -2 5 7 -7 10 9 -9 17 16 13 15 19 -1 -3 24 -19 23 25 -22 -23 -4 -5 26 -21
right_child=3 2 14 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 21 22 -24 -25 -26 -27 -28
leaf_value=-0.00051901445849823161 -0.0033380103297697655 0.0079404712844133481 0.0049568002354784414 0.0073169724074905202 0.010666585299491315 0.0054603825306290014 -0.012855697099593671 0.0035695999600475646 0.0085524785074268216 -0.014748686065582895 -0.0014161298722330368 -0.0051860774894869673 0.014794005408285226 0.011816122821759551 0.011009526313588919 0.0078369503489998521 0.00045222328981837944 0.0017875876285056197 0.0078652440164738349 0.0052190424242765827 0.0011313942607472875 0.001258690675540381 0.0061905614821611667 -0.0019052043576903304 0.014078966403528072 0.011882379289834655 0.0098410100974698142
leaf_weight=53 92 54 57 53 62 54 54 75 96 67 53 64 64 96 74 57 70 70 137 116 81 62 461 52 54 60 55
leaf_count=53 92 54 57 53 62 54 54 75 96 67 53 64 64 96 74 57 70 70 137 116 81 62 461 52 54 60 55
internal_value=0 0.00577668 0.00499371 0.00269498 0.00341347 0.00278025 -0.00368102 0.00393664 0.000422672 -0.00506088 0.00621055 0.000683682 0.00926726 0.00754149 0.00578791 0.00379456 0.00372772 0.00750358 0.00581868 0.00537668 0.00585883 0.00501179 0.00560934 0.0016667 0.0107464 0.0080658 0.00671615
internal_weight=0 1476 1206 867 775 713 108 605 238 142 367 188 270 206 1018 110 124 314 207 944 835 604 523 109 107 231 171
internal_count=2343 1476 1206 867 775 713 108 605 238 142 367 188 270 206 1018 110 124 314 207 944 835 604 523 109 107 231 171
is_linear=0
shrinkage=0.16829


Tree=7822
num_leaves=17
num_cat=0
split_feature=10 3 474 160 484 40 484 160 156 150 12 4 4 160 12 12
split_gain=0.149526 0.17665 0.135184 0.0985697 0.0913808 0.0910927 0.0784101 0.0592039 0.176355 0.0811023 0.0769265 0.174304 0.147616 0.0538438 0.0787745 0.0315686
threshold=-1.0000000180025095e-35 -0.0088599999999999981 0.10799000000000002 -0.089549999999999991 -1.0000000180025095e-35 -0.084904999999999994 0.095555000000000015 -0.081539999999999987 0.086860000000000007 0.10874500000000002 -1.0000000180025095e-35 0.42098500000000005 0.24099500000000004 -0.42559499999999995 0.090465000000000004 0.085280000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 13 8 -7 10 11 -9 -12 14 -6 -15
right_child=2 -3 -4 5 6 7 -8 9 -10 -11 12 -13 -14 15 -16 -17
leaf_value=0.0041941049307070068 0.013058679833122909 -0.0089484747498924742 -0.0033808193808977888 0.010832977122365035 0.011197729765420494 0.0067259138214094179 0.01008872719322214 -0.0034782968175462339 -0.0069382521364174934 0.0094956197401811267 0.0045882788379201936 0.007835866397700321 -0.0018250115869050231 -0.0014904646680786468 0.0020516963241713551 0.0040361367450593823
leaf_weight=61 58 55 65 52 56 53 86 115 54 71 1279 58 110 52 52 66
leaf_count=61 58 55 65 52 56 53 86 115 54 71 1279 58 110 52 52 66
internal_value=0 -0.0020218 0.00416549 0.0043932 0.00690018 0.00387458 0.00574957 0.00366559 -0.00015323 0.00391692 0.00366219 0.000304506 0.00407909 0.00409044 0.00681072 0.00158546
internal_weight=0 116 2227 2162 370 1792 312 1740 107 1633 1562 173 1389 226 108 118
internal_count=2343 116 2227 2162 370 1792 312 1740 107 1633 1562 173 1389 226 108 118
is_linear=0
shrinkage=0.16829


Tree=7823
num_leaves=19
num_cat=0
split_feature=2 3 0 14 13 1456 47 4 3 150 2 13 2 13 133 133 133 2
split_gain=0.207124 0.119756 0.116846 0.111288 0.0868395 0.138049 0.0901643 0.0681885 0.0765333 0.0562453 0.118071 0.0666266 0.0917399 0.047696 0.0618189 0.0418837 0.0683445 0.0343893
threshold=0.13538500000000001 -0.034684999999999994 -0.065794999999999979 -0.23960999999999996 -0.083034999999999984 -0.088849999999999985 0.11227500000000001 -0.085574999999999984 -0.082064999999999985 0.10801000000000001 -1.0000000180025095e-35 -0.08125499999999998 0.080060000000000006 -0.092704999999999996 0.084735000000000019 -0.0046699999999999997 0.085075000000000026 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 9 -7 15 10 -6 -12 -13 17 -15 -9 -17 -10
right_child=1 2 -4 4 6 7 -8 8 13 -11 11 12 -14 14 -16 16 -18 -19
leaf_value=0.0107729805250498 0.0039748073391474396 -0.00049858549625886209 -0.010874159623238724 0.013393821108371486 -0.0038082232860158051 0.0099641424507728848 -0.0035424464051274861 -0.0022880373675979527 0.010120795453487369 0.0077031314780751691 -0.0021199400777362144 0.0064640338471330487 0.0026948257223180028 0.0012578843977405175 0.0082693395758712783 0.0074984539566822208 0.00060566106831050207 0.0049209540787669469
leaf_weight=61 60 69 56 52 73 56 62 60 80 69 64 229 930 111 53 60 129 69
leaf_count=61 60 69 56 52 73 56 62 60 80 69 64 229 930 111 53 60 129 69
internal_value=0 -0.00218847 -0.00516122 0.00367318 0.0034658 0.00504943 0.002721 0.0043444 0.00378123 0.00300681 0.00275538 0.00314863 0.00344111 0.00553514 0.00353474 0.0015693 0.00280336 0.00772487
internal_weight=0 185 125 2158 2097 670 1427 618 562 1365 1296 1223 1159 313 164 249 189 149
internal_count=2343 185 125 2158 2097 670 1427 618 562 1365 1296 1223 1159 313 164 249 189 149
is_linear=0
shrinkage=0.16829


Tree=7824
num_leaves=25
num_cat=0
split_feature=4 3 4 0 16 15 3 43 0 16 4 49 4 4 4 16 13 49 3 16 13 15 3 13
split_gain=10.0118 2.56843 0.87588 0.965347 0.788775 0.501455 0.476433 0.642589 0.253426 0.237305 0.202005 0.20106 0.188586 0.180503 0.165067 0.213515 0.128263 0.118147 0.177693 0.117269 0.0938613 0.0871534 0.0712429 0.0498028
threshold=0.30163500000000004 -0.065259999999999999 -0.41016499999999995 -0.063109999999999986 -0.54057999999999995 -0.41606999999999994 0.12031000000000001 -0.049364999999999992 -0.14216999999999999 -0.0068949999999999992 0.0030100000000000001 -0.011779999999999997 -0.00013999999999999996 0.51400500000000016 0.094510000000000025 -0.097499999999999989 -0.0082249999999999979 0.088595000000000021 -0.11128999999999999 -0.082084999999999991 -0.08459499999999999 0.085915000000000019 -0.081694999999999976 0.055020000000000006
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 8 -3 6 -2 13 7 -4 -1 14 11 -11 -9 -6 15 22 -5 18 -13 -14 21 -17 -10 -22
right_child=4 2 3 16 5 -7 -8 12 9 10 -12 17 19 -15 -16 20 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=0.001310878522107019 0.00070119550056559554 0.0011855091342278454 0.00071660692041808133 0.00061865718293172814 0.00046407231991072399 1.2947077625213357e-06 0.00061640852613937755 0.00089177238484282686 0.0013652701621565749 0.0012491417759982926 0.0008846251097581198 0.00087679639519486327 0.0010271097516717299 0.00023037070509061665 0.00096743978377118386 0.0011251662552851432 0.00039098424918426018 0.0011603109858585334 0.0010605780179118111 0.0012454275075665336 0.00110685164695741 0.0012623177685911883 0.0011916118247836496 0.0010183824551755097
leaf_weight=63 56 67 97 59 83 59 66 54 52 57 85 87 59 65 72 158 52 68 187 55 500 84 64 94
leaf_count=63 56 67 97 59 83 59 66 54 52 57 85 87 59 65 72 158 52 68 187 55 500 84 64 94
internal_value=0 0.00103691 0.000832918 0.000779391 0.000353388 0.000259125 0.000868847 0.000931586 0.00110299 0.00109428 0.00103315 0.00106471 0.0010555 0.000361671 0.00112313 0.00113487 0.000512317 0.00103386 0.00100235 0.00113275 0.00111611 0.00117292 0.00126976 0.00109291
internal_weight=0 2080 509 442 263 207 331 265 1571 1508 484 399 168 148 1024 952 111 342 274 114 836 242 116 594
internal_count=2343 2080 509 442 263 207 331 265 1571 1508 484 399 168 148 1024 952 111 342 274 114 836 242 116 594
is_linear=0
shrinkage=0.0032998


Tree=7825
num_leaves=28
num_cat=0
split_feature=1 1 4 4 16 12 4 13 160 13 13 1 4 4 13 13 403 16 402 151 160 12 12 13 403 16 13
split_gain=6.07015 1.0129 0.735375 0.535997 0.439464 0.359665 0.300732 0.296471 0.23475 0.223772 0.22283 0.204721 0.19746 0.222466 0.153866 0.121359 0.103683 0.155456 0.109828 0.103636 0.179859 0.0956969 0.0711554 0.0454413 0.0293473 0.0188916 0.00756375
threshold=0.104035 0.13630500000000004 -0.0090299999999999981 0.054560000000000004 -0.071359999999999993 0.088105000000000003 0.42953500000000006 -0.00067499999999999993 0.059580000000000008 0.039845000000000012 -0.085669999999999982 0.091785000000000019 -0.49013999999999996 -0.13833499999999996 -0.0055049999999999986 -0.0072499999999999995 -0.0023749999999999999 -0.088504999999999986 -0.0088649999999999979 -0.086769999999999986 0.051820000000000005 0.093415000000000012 0.088930000000000023 -0.087394999999999987 -0.083919999999999981 -0.088049999999999976 0.043640000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 11 6 15 -2 22 12 -3 14 -6 -14 16 -4 17 -1 -19 -15 -21 -11 -5 -18 -16 -25 -26
right_child=1 10 5 8 9 -7 -8 -9 -10 21 -12 -13 13 19 24 -17 23 18 -20 20 -22 -23 -24 25 26 -27 -28
leaf_value=0.0012425057269825626 0.00067318705696530075 0.0001166606000104618 0.00043224775653231257 0.00060229702543314302 0.001094226658317262 0.00067279390534622484 0.00059120488788668877 0.0010020965742118422 0.00092628477822451097 0.00064809001196738502 0.00038999225627619344 0.0008109751035984173 0.00069143536205252154 0.00080979296737419436 0.00087370717618307392 0.00021539683242428979 0.00094215093528708172 0.00094187826418146994 0.0011300308737091152 0.00090192346749008018 0.0010559130549603094 0.00083748945390791057 0.00075431827936494158 0.00099685552083685416 0.00093786574431165709 0.0010896060082530399 0.001004505385688174
leaf_weight=67 73 60 53 67 61 93 70 52 64 52 72 58 55 97 60 62 91 65 80 476 104 74 76 63 71 67 65
leaf_count=67 73 60 53 67 61 93 70 52 64 52 72 58 55 97 60 62 91 65 80 476 104 74 76 63 71 67 65
internal_value=0 0.000517374 0.000599617 0.000917551 0.000938014 0.000504761 0.0004201 0.000810295 0.000758622 0.000890472 0.000266017 0.00100156 0.000911221 0.000895922 0.00101908 0.000315643 0.00105448 0.00110822 0.00104593 0.000912483 0.000929596 0.000759604 0.000683338 0.00100277 0.000940685 0.00104493 0.000969975
internal_weight=0 535 403 1813 1606 278 185 125 207 919 132 687 793 732 629 115 433 212 145 677 580 126 143 221 196 130 136
internal_count=2348 535 403 1813 1606 278 185 125 207 919 132 687 793 732 629 115 433 212 145 677 580 126 143 221 196 130 136
is_linear=0
shrinkage=0.0032998


Tree=7826
num_leaves=26
num_cat=0
split_feature=2 15 12 2 16 12 2 2 15 15 2 0 0 12 49 15 43 157 47 13 16 42 0 43 49
split_gain=4.87465 1.8363 1.06057 0.720508 0.454067 0.414739 0.359163 0.713349 0.340766 0.331409 0.225139 0.208883 0.201643 0.167502 0.0965561 0.0947893 0.0787852 0.0697473 0.0677841 0.100454 0.0874654 0.0655021 0.0426999 0.0469013 0.0380138
threshold=0.13290500000000002 -0.37478999999999996 0.077755000000000005 0.17000000000000001 0.15454000000000004 0.092495000000000008 0.099325000000000011 0.074875000000000011 -0.14151499999999997 0.03981500000000001 0.089540000000000022 -0.052619999999999993 -0.088589999999999988 0.084665000000000004 -0.025549999999999996 -0.089734999999999995 -0.085754999999999984 -1.0000000180025095e-35 0.099745000000000014 -0.08205999999999998 -0.079464999999999994 0.083985000000000018 -0.079379999999999992 -0.082144999999999982 -0.012149999999999999
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=1 -1 4 8 6 9 7 -3 -2 10 16 18 -12 -11 -8 -9 24 -14 19 -7 -21 -18 23 -15 -4
right_child=3 2 5 -5 -6 11 14 15 -10 13 12 -13 17 22 -16 -17 21 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0003286371394301694 0.00014682003057230395 0.00044334498804799144 0.00084194129963364225 -0.00010114922933119343 0.00085691085984532114 0.00093065845862856005 0.00056193859248653249 0.00075595898154094969 0.00048178632930518322 0.0010483831473780117 0.00055205813369807444 0.00061403033780309691 0.00087932412592182561 0.00078807354237537207 0.00038889823758616959 0.00095903112702825906 0.0009870108379901976 0.00070893723263422816 0.00066964355048552623 0.00069168795890102745 0.00080585073711623165 0.00085238339350373401 0.00097946798378965058 0.00089449715309272248 0.00070896811015460823
leaf_weight=102 57 81 53 56 81 54 61 54 80 93 63 102 52 60 89 52 59 61 58 106 285 156 59 321 53
leaf_count=102 57 81 53 56 81 54 61 54 80 93 63 102 52 60 89 52 59 61 58 106 285 156 59 321 53
internal_value=0 0.000761378 0.000782861 0.000213717 0.000634159 0.000820857 0.000580515 0.000677395 0.000342678 0.000861371 0.000799527 0.000751824 0.000703524 0.000918972 0.000459503 0.000855912 0.000852054 0.000787657 0.000779696 0.00079396 0.000774991 0.000889492 0.000891539 0.00087783 0.000775787
internal_weight=0 2155 2053 193 418 1635 337 187 137 1030 497 605 176 533 150 106 321 113 503 445 391 215 440 381 106
internal_count=2348 2155 2053 193 418 1635 337 187 137 1030 497 605 176 533 150 106 321 113 503 445 391 215 440 381 106
is_linear=0
shrinkage=0.0032998


Tree=7827
num_leaves=23
num_cat=0
split_feature=1 4 2 3 2 1213 1 1 4 0 0 3 12 1213 4 0 4 457 3 1213 475 159
split_gain=4.65377 0.820604 0.690585 0.582893 0.468635 0.31561 0.196284 0.194213 0.526302 0.304356 0.257126 0.154591 0.146025 0.125196 0.119756 0.111628 0.157061 0.102847 0.089087 0.065465 0.0586734 0.0364119
threshold=0.10915500000000002 0.41181500000000004 0.10045500000000002 0.10924500000000002 0.088095000000000021 -0.087049999999999975 0.13075500000000004 0.080475000000000005 -0.14538499999999996 -0.04478999999999999 -0.14857499999999998 -0.069254999999999997 0.093270000000000006 -0.16066999999999995 -0.00027999999999999998 -0.098524999999999988 0.03851000000000001 0.083925000000000013 -0.080634999999999984 -0.080279999999999976 -0.06562999999999998 -0.084934999999999997
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 11 4 5 13 -3 9 -9 15 -10 -2 17 -1 -4 -6 20 19 -14 -7 -17 -21
right_child=1 6 14 -5 7 12 -8 8 10 -11 -12 -13 18 -15 -16 16 -18 -19 -20 21 -22 -23
leaf_value=0.0010520889915556779 0.00099971488240303201 0.00052415810076251144 0.00061787750100737238 0.00061085945371536546 0.0010729010615680467 0.00090298970123240839 0.00030849848824128522 0.0010082676049568355 0.00081903560908775568 0.00073518448190891192 0.00050677026814436037 0.00075648979801006607 0.00077954943185463055 0.0012773932565386594 0.00040718492028991317 0.0010547881817963179 0.00081508548269572595 0.00086904380312564987 0.0009656764552885684 0.00095950694484417441 0.00094797974815629196 0.0010408509310000343
leaf_weight=52 59 85 67 54 83 53 103 89 61 77 56 59 55 63 55 74 95 57 65 82 381 523
leaf_count=52 59 85 67 54 83 53 103 89 61 77 56 59 55 63 55 74 95 57 65 82 381 523
internal_value=0 0.000569892 0.000697978 0.000950636 0.00096045 0.00101212 0.000406192 0.000906824 0.000816246 0.000933054 0.000669876 0.000878401 0.000989532 0.00117582 0.000523182 0.000957068 0.000939524 0.00100775 0.000880662 0.00101972 0.000965428 0.00102988
internal_weight=0 428 240 1920 1866 950 188 916 206 710 117 118 835 115 122 633 550 715 120 658 455 605
internal_count=2348 428 240 1920 1866 950 188 916 206 710 117 118 835 115 122 633 550 715 120 658 455 605
is_linear=0
shrinkage=0.0032998


Tree=7828
num_leaves=28
num_cat=0
split_feature=1 2 2 4 150 150 1 2 150 156 2 1429 43 160 51 16 475 49 160 2 2 160 2 4 50 16 43
split_gain=8.64113 1.71922 1.28756 0.766432 0.629546 0.285126 0.283735 0.276292 0.199296 0.37956 0.197461 0.194311 0.179227 0.155049 0.203568 0.260272 0.112234 0.119254 0.158809 0.106434 0.183623 0.101831 0.0913357 0.0597283 0.0461446 0.0349367 0.0123603
threshold=0.10892500000000001 0.14823500000000003 0.099325000000000011 0.41181500000000004 0.084680000000000019 1.0000000180025095e-35 0.12958500000000003 0.12551500000000002 0.087380000000000013 0.086945000000000008 1.0000000180025095e-35 0.084770000000000012 -0.017259999999999998 1.0000000180025095e-35 -0.094874999999999987 -0.019749999999999993 -0.0029899999999999996 0.0047850000000000011 -0.014774999999999998 0.088005000000000014 0.074875000000000011 -0.42929999999999996 0.085025000000000003 -0.00059999999999999995 0.096900000000000014 -0.082084999999999991 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 10 7 -5 13 11 -10 -2 12 16 14 -4 25 -1 21 -19 20 24 -18 -22 26 -14 -16 -21
right_child=1 -3 5 6 -6 -7 -8 -9 9 -11 -12 -13 19 -15 15 -17 17 18 -20 23 22 -23 -24 -25 -26 -27 -28
leaf_value=0.0011731449691363153 0.00093142476728300051 5.435629095105938e-05 0.001035283866854366 0.00055012967391943491 0.00043108842887503124 0.00062275107164368214 0.00026063010150844778 0.00066167042178188671 0.00075302442848647951 0.0011154143680805555 0.00067405297566134822 0.0009036053982263971 0.0010999229669065628 0.0010445930464192876 0.0008595435960334169 0.00067477807419335329 0.0011840491851915114 0.00078843833960322643 0.0010422357327991461 0.0010461346984415667 0.0012613914651314457 0.0010295559094692923 0.0011355799821672309 0.001147933040758758 0.00096948234207214364 0.00098811102803962668 0.0009662268640649403
leaf_weight=65 93 80 67 77 58 53 72 54 66 62 52 77 94 83 52 79 56 52 60 71 141 430 132 54 53 56 59
leaf_count=65 93 80 67 77 58 53 72 54 66 62 52 77 94 83 52 79 56 52 60 71 141 430 132 54 53 56 59
internal_value=0 0.000491496 0.00100831 0.000590746 0.000722891 0.000852141 0.000410474 0.000883145 0.00105539 0.000928832 0.000839369 0.00106741 0.00107734 0.000918529 0.000877196 0.000820366 0.00103913 0.00102451 0.000924716 0.00111922 0.00114913 0.00104743 0.00120069 0.00105077 0.00105313 0.000926534 0.00101014
internal_weight=0 432 1916 352 203 444 149 391 1472 128 145 1344 1267 337 254 187 663 598 112 604 420 486 273 184 147 108 130
internal_count=2348 432 1916 352 203 444 149 391 1472 128 145 1344 1267 337 254 187 663 598 112 604 420 486 273 184 147 108 130
is_linear=0
shrinkage=0.0032998


Tree=7829
num_leaves=18
num_cat=0
split_feature=4 1213 403 1375 0 13 1454 2 13 12 52 475 124 42 4 4 42
split_gain=0.282242 0.201866 0.267662 0.102791 0.106654 0.0870115 0.129776 0.11811 0.143999 0.10393 0.100555 0.0957758 0.074324 0.109191 0.11024 0.0309328 0.0296553
threshold=0.36766000000000004 -0.086979999999999988 -0.0038999999999999994 -0.14438999999999999 -0.16802499999999995 0.034905000000000012 0.074020000000000016 0.10124000000000001 0.087005000000000013 0.096425000000000025 -0.5335399999999999 -0.085774999999999976 -1.0000000180025095e-35 0.077855000000000021 0.50973500000000016 -0.078524999999999998 -0.090084999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 10 8 -7 -9 -6 -12 -2 14 -14 -4 -10
right_child=12 3 15 4 5 7 -8 9 16 -11 11 -13 13 -15 -16 -17 -18
leaf_value=0.02172801401306005 0.0052508729070177224 -0.0012125731499289688 0.010145182392470619 0.012490861004912757 0.01298843427370085 -0.00083468988524446498 0.00064534926937972299 -0.0065427273216773062 0.0064185555201681692 0.0038116569580194551 -0.00029913268846981558 0.0068420429574612722 -0.0086024940867480502 0.0044449212389137231 0.0016338124441987935 0.0045876836650747014 0.01184593301962648
leaf_weight=55 69 54 60 74 73 59 102 52 56 58 55 1277 69 63 52 57 63
leaf_count=55 69 54 60 74 73 59 102 52 56 58 55 1277 69 63 52 57 63
internal_value=0 0.00649415 0.0120282 0.00599823 0.00620753 0.00594749 0.00646093 0.00325465 0.00593532 -0.00106681 0.00688185 0.00654583 0.000535664 -0.00122278 -0.00418857 0.00745304 0.00930697
internal_weight=0 2095 172 1923 1869 1795 1507 288 178 110 1405 1332 253 184 121 117 119
internal_count=2348 2095 172 1923 1869 1795 1507 288 178 110 1405 1332 253 184 121 117 119
is_linear=0
shrinkage=0.16829


Tree=7830
num_leaves=22
num_cat=0
split_feature=1 10 123 3 15 14 2 2 16 1 1 15 3 42 50 52 16 133 3 1 15
split_gain=4.44828 0.958103 0.589458 0.524347 0.34594 0.316853 0.245382 0.191139 0.194225 0.418847 0.160239 0.142273 0.216175 0.108061 0.107272 0.0901117 0.0855189 0.0793572 0.0726517 0.0678884 0.139101
threshold=0.10915500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.31343500000000007 -0.21242999999999998 0.076175000000000007 0.10045500000000002 0.088885000000000006 0.31615500000000002 0.088595000000000021 0.088595000000000021 0.03981500000000001 -0.094404999999999975 0.096575000000000008 0.10672000000000002 -0.0023449999999999994 -0.067534999999999998 0.085785000000000014 -0.044019999999999997 0.09202500000000001 0.090000000000000011
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=2 -2 5 4 -3 7 -6 11 9 13 -10 12 -1 18 17 -13 -15 -14 -9 20 -17
right_child=1 3 -4 -5 6 -7 -8 8 10 -11 -12 15 14 16 -16 19 -18 -19 -20 -21 -22
leaf_value=0.0005343715677292801 4.3774517243076696e-05 0.00035003821547737699 0.00047786647376490363 0.00017637297299898848 0.00071178640794046359 0.00098468224858249656 0.00046240278727017049 0.00072123912954130654 0.00072245451938061694 0.00047172948848032536 0.00093853019114219693 0.00094508934108666876 0.000751099989730294 0.00070536022223681156 0.00061681539505193609 0.00078872868969791406 0.00052354056493424768 0.00087706098580948085 0.00085314322576301961 0.00070653434144366607 0.00096478302361649503
leaf_weight=55 82 101 91 66 92 62 83 407 95 91 65 53 234 65 52 328 54 77 55 80 60
leaf_count=55 82 101 91 66 92 62 83 407 95 91 65 53 234 65 52 328 54 77 55 80 60
internal_value=0 0.000364596 0.000738155 0.000441415 0.000504667 0.000751058 0.000593709 0.000742859 0.000705965 0.000681034 0.000810455 0.000775511 0.000729334 0.000713756 0.000758777 0.000812492 0.00062315 0.0007824 0.000737018 0.0007974 0.000816044
internal_weight=0 424 1924 342 276 1833 175 1771 832 672 160 939 418 581 363 521 119 311 462 468 388
internal_count=2348 424 1924 342 276 1833 175 1771 832 672 160 939 418 581 363 521 119 311 462 468 388
is_linear=0
shrinkage=0.0032998


Tree=7831
num_leaves=25
num_cat=0
split_feature=4 12 51 4 1212 15 11 4 15 124 15 15 4 42 403 42 1213 15 15 15 4 4 50 4
split_gain=0.256739 0.249821 0.144509 0.128423 0.0978876 0.137115 0.180559 0.122518 0.194778 0.107997 0.0965299 0.112773 0.103279 0.0863493 0.0841905 0.0644994 0.0469757 0.0380123 0.0546706 0.0512457 0.0252297 0.0382574 0.0217543 0.094901
threshold=0.24099500000000004 0.10124000000000001 -0.10830999999999999 0.59999500000000017 -0.16927999999999996 0.03981500000000001 0.079300000000000009 -0.26545999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092250000000000013 0.088895000000000016 -0.085474999999999982 -0.087714999999999987 -0.0043399999999999992 0.082115000000000007 -0.021674999999999996 0.10440500000000001 0.13106500000000001 0.095545000000000005 0.50373500000000015 0.40945500000000007 -0.26046999999999992 -0.036279999999999993
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 22 20 -4 6 7 -6 9 -9 11 12 13 -7 -13 -14 -12 19 -19 -18 21 -2 -1 -24
right_child=1 -3 4 -5 5 10 -8 8 -10 -11 16 14 15 -15 -16 -17 17 18 -20 -21 -22 -23 23 -25
leaf_value=0.0075410730043081221 0.0040212630301895104 -0.0092688141870363467 -0.0012157200431746004 -0.0040218756493744781 0.012548671407385154 0.0065857067426068061 -0.0038558190602811996 -0.00021797028963961562 -0.0033933111447857094 0.0062276933416958525 0.0098969420072618341 0.017291818602367302 0.0017734156627532292 0.014498576654466468 0.0083151196890394914 0.0081457822401975449 0.005673369168972155 0.0087004650572118248 0.0019558394796628355 -0.0016419592045435745 0.0023621497040455237 0.0095101721264410407 0.0075978029553062376 0.015794413214665647
leaf_weight=64 90 54 55 55 61 76 66 82 76 677 53 72 95 83 52 87 53 90 56 55 70 62 90 74
leaf_count=64 90 54 55 55 61 76 66 82 76 677 53 72 95 83 52 87 53 90 56 55 70 62 90 74
internal_value=0 0.00119388 0.00625772 0.00324003 0.00574691 0.00596879 0.00462347 0.00525006 0.00471472 0.00552896 0.00764289 0.00917728 0.00758488 0.0107276 0.0135419 0.00482942 0.00531297 0.00434939 0.00612579 0.00193134 0.00504724 0.00627198 0.0102579 0.0113072
internal_weight=0 331 2017 277 1789 1734 962 896 835 759 772 465 341 159 124 182 307 254 146 108 222 152 228 164
internal_count=2348 331 2017 277 1789 1734 962 896 835 759 772 465 341 159 124 182 307 254 146 108 222 152 228 164
is_linear=0
shrinkage=0.16829


Tree=7832
num_leaves=27
num_cat=0
split_feature=12 3 2 3 3 9 2 12 16 2 2 2 16 12 13 49 158 2 13 16 42 1446 1213 16 3 51
split_gain=20.7338 6.13966 5.58625 2.8782 1.88478 1.58225 2.13143 1.42884 0.719661 0.649047 0.584544 0.581664 0.298497 0.306002 0.282208 0.245257 0.189795 0.125039 0.13126 0.112609 0.0950372 0.0781163 0.0827889 0.0673472 0.0498561 0.0357163
threshold=0.077755000000000005 0.30112000000000005 0.13538500000000001 0.06269000000000001 0.11745500000000002 -1.0000000180025095e-35 0.099325000000000011 0.09697500000000002 -0.11364999999999999 0.088710000000000011 0.12131500000000002 0.087855000000000003 -0.0068949999999999992 0.089605000000000018 -0.04917499999999999 -0.0094899999999999984 0.080150000000000013 0.090605000000000005 -0.083354999999999985 -0.075434999999999988 -0.077669999999999989 0.037915000000000011 1.0000000180025095e-35 0.0048200000000000005 -0.070889999999999995 -0.083919999999999981
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 3 7 5 11 -1 -7 9 -9 12 -8 -5 16 23 24 -11 21 -17 -19 -16 -21 22 -2 -14 -10 -20
right_child=2 -3 -4 4 -6 6 10 8 14 15 -12 -13 13 -15 19 17 -18 18 25 20 -22 -23 -24 -25 -26 -27
leaf_value=0.00014222135131072405 0.0015579402882035737 -6.0568983963527756e-05 0.00038694223819633113 0.0015788992989335887 0.00064132624923577471 0.0011363298728293255 0.00069983565032574302 0.00089377960786752155 0.0010897553695603617 0.0011772074259627215 0.00029300298067074957 0.0011603593552465263 0.001457786466547942 0.0012668079885838803 0.0015030514325427647 0.0013016618743333097 0.0017428675389073414 0.0015602299250970265 0.0014823814940869214 0.0014468132851145805 0.0012642393698349475 0.0016707962089886944 0.0014433564492374446 0.0016267478104706444 0.0012440718644188013 0.0013717238370774324
leaf_weight=59 423 99 58 59 63 94 81 54 53 59 74 97 68 83 61 95 66 82 53 52 97 60 94 52 52 160
leaf_count=59 423 99 58 59 63 94 81 54 53 59 74 97 68 83 61 95 66 82 53 52 97 60 94 52 52 160
internal_value=0 0.00069308 0.00139446 0.000834725 0.00112413 0.000628833 0.000743993 0.00142956 0.00124781 0.00148132 0.000505833 0.00131888 0.00153551 0.00142333 0.00130839 0.00137914 0.00157087 0.0014096 0.00144424 0.00137915 0.00132819 0.00155113 0.00153718 0.0015313 0.00116651 0.00139942
internal_weight=0 626 1722 527 219 308 249 1664 369 1295 155 156 846 203 315 449 643 390 295 210 149 577 517 120 105 213
internal_count=2348 626 1722 527 219 308 249 1664 369 1295 155 156 846 203 315 449 643 390 295 210 149 577 517 120 105 213
is_linear=0
shrinkage=0.0032998


Tree=7833
num_leaves=19
num_cat=0
split_feature=1 16 0 3 3 1 454 1 3 3 0 3 1 1212 1 403 3 49
split_gain=0.295683 0.109234 0.0896593 0.143159 0.233434 0.148699 0.103056 0.0735029 0.17888 0.125361 0.072751 0.142437 0.0716862 0.0671018 0.0532954 0.049162 0.0450898 0.0240681
threshold=0.11481500000000001 -0.41863499999999992 -0.069389999999999993 -0.23303499999999996 -0.091164999999999982 0.099515000000000006 -1.0000000180025095e-35 0.10205500000000002 0.085315000000000016 -0.0053599999999999993 -0.050379999999999994 0.12991000000000003 0.095510000000000012 -0.121045 0.13584500000000002 -0.036909999999999991 -0.0092099999999999977 0.093835000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 6 -4 -5 15 -1 8 9 12 11 -3 13 -8 -2 -6 -9 -17
right_child=1 10 3 4 5 -7 7 16 -10 -11 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=-0.00042604969764504114 8.9161498403073718e-05 0.00065940204860140308 0.010709803096365359 -0.0060283778483582783 0.0024056036900465261 -0.003139574731488029 0.001480287061000543 0.013819509803585237 -0.0018875955657607002 0.015100992817027554 -0.00080101254040387338 0.011871897721665074 0.00081331757469920503 0.0073332594254403192 -0.0074965662299681518 0.010048278955760008 0.0078111269653546173 0.0055260647448592045
leaf_weight=53 52 76 74 71 52 52 59 70 65 54 88 56 55 1191 52 98 76 54
leaf_count=53 52 76 74 71 52 52 59 70 65 54 88 56 55 1191 52 98 76 54
internal_value=0 0.000800206 0.00628243 0.00401815 0.00249834 0.00487019 0.00684077 0.00708722 0.00671512 0.00712791 0.00292933 0.00542983 0.00679661 0.00705844 -0.00368643 0.0069207 0.0107042 0.00845352
internal_weight=0 324 2024 401 327 256 1623 1570 1424 1359 220 132 1305 1250 104 204 146 152
internal_count=2348 324 2024 401 327 256 1623 1570 1424 1359 220 132 1305 1250 104 204 146 152
is_linear=0
shrinkage=0.16829


Tree=7834
num_leaves=23
num_cat=0
split_feature=1 1 2 2 14 10 51 0 2 13 0 1 0 481 1210 1203 13 48 481 49 130 0
split_gain=13.5529 2.01063 1.12255 0.956042 0.622599 0.585231 0.549538 0.478752 0.38138 0.373006 0.368229 0.344416 0.222855 0.138702 0.128133 0.115808 0.0738532 0.0722967 0.0676863 0.0413918 0.0373978 0.00803476
threshold=0.10892500000000001 0.12500000000000003 0.09857500000000001 0.11043500000000002 0.076975000000000002 -1.0000000180025095e-35 -0.097374999999999975 -0.11073999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.13010499999999997 0.085425000000000015 -0.030209999999999997 -0.081334999999999977 -0.082214999999999983 0.087075000000000014 -0.068189999999999987 0.014805 -0.088159999999999988 0.10794500000000001 0.089785000000000018 -0.073399999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 7 -3 19 11 -9 -7 -8 -1 20 18 -15 -16 -2 -5 -10 -4 21 -12
right_child=1 5 6 17 -6 9 10 8 13 -11 12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.001331058138666127 0.0012124137342532548 0.00014723943674483506 0.0014384414066879216 0.00075973513078844224 0.0016984709129985954 0.00040552525114860116 0.00089709056038227511 0.0011159805340654179 0.0014114916376454982 0.00074286772357329387 0.001162527331612912 0.00096913277211881489 0.0010196067380448715 0.0015063730213713212 0.0013543012424979031 0.0015157392910492905 0.001028115641837706 0.00059024714193886964 0.0015889999204867535 0.0013025393495702568 0.0013111746491191927 0.0012321198317461562
leaf_weight=58 52 56 63 66 60 88 70 62 53 61 70 59 81 78 977 55 52 52 54 56 53 72
leaf_count=58 52 56 63 66 60 88 70 62 53 61 70 59 81 78 977 55 52 52 54 56 53 72
internal_value=0 0.000671665 0.0013218 0.000889408 0.00136703 0.000435693 0.00118009 0.00135276 0.00137138 0.000543868 0.00111303 0.00114885 0.00116767 0.00138436 0.00137305 0.00136294 0.0011206 0.000685344 0.0015014 0.00137478 0.00122899 0.00119806
internal_weight=0 427 1921 222 1456 205 465 1396 1279 149 346 117 276 1217 1110 1032 104 118 107 119 195 142
internal_count=2348 427 1921 222 1456 205 465 1396 1279 149 346 117 276 1217 1110 1032 104 118 107 119 195 142
is_linear=0
shrinkage=0.0032998


Tree=7835
num_leaves=17
num_cat=0
split_feature=1 40 4 16 16 4 51 15 14 4 13 43 156 52 15 52
split_gain=0.236582 0.168113 0.112848 0.107575 0.182806 0.11547 0.105497 0.0924979 0.0765214 0.112813 0.0748493 0.155399 0.0721809 0.0533281 0.118537 0.0618069
threshold=0.10396500000000002 -0.08440499999999998 -0.50388999999999984 -0.065564999999999984 0.07277500000000002 -0.040969999999999993 -0.22361999999999996 -0.087734999999999994 0.054835000000000009 -0.099704999999999974 -0.17933499999999997 -0.0068249999999999986 0.091015000000000013 0.084675000000000014 -0.0090649999999999984 0.085965000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 10 7 -6 -4 -5 9 -8 -3 -12 13 14 -11 -15
right_child=1 3 6 4 5 -7 8 -9 -10 12 11 -13 -14 15 -16 -17
leaf_value=0.013140329494513724 -0.0066165819059414268 0.0011523200631191569 0.011641235387499203 0.00058930869219861416 0.011111886039166565 0.00032746718773801726 -4.2199272536446604e-05 -0.0093246667895850819 0.011494290896202053 0.0052179895805976187 0.0026061581340447028 0.012696562931076899 0.0002882042328369276 -0.00047732777002564057 0.0092135731277847889 0.0054343727541583155
leaf_weight=67 54 73 92 52 52 62 96 54 64 482 88 86 63 55 378 504
leaf_count=67 54 73 92 52 52 62 96 54 64 482 88 86 63 55 378 504
internal_value=0 0.00226237 0.00634025 0.0032929 0.000577408 0.00526244 0.00607647 -0.00444426 0.00576358 0.00553002 0.00570429 0.0076037 0.00589219 0.00613972 0.00697628 0.00484951
internal_weight=0 521 1801 467 220 114 1734 106 1642 1578 247 174 1482 1419 860 559
internal_count=2322 521 1801 467 220 114 1734 106 1642 1578 247 174 1482 1419 860 559
is_linear=0
shrinkage=0.16829


Tree=7836
num_leaves=23
num_cat=0
split_feature=1 3 2 2 160 3 160 3 2 131 1 130 474 51 2 160 3 52 1456 133 131 1
split_gain=0.163454 0.147431 0.206105 0.116669 0.150717 0.0920552 0.0882101 0.0980635 0.104449 0.0792054 0.087919 0.0739075 0.0831571 0.0927713 0.105801 0.0724921 0.0716616 0.0705999 0.0688715 0.0623747 0.0343417 0.0297495
threshold=0.10396500000000002 -0.12077499999999998 -1.0000000180025095e-35 0.10925000000000001 -0.065384999999999985 -0.071814999999999976 0.051820000000000005 0.09722500000000002 0.080060000000000006 0.088610000000000008 0.090540000000000023 -0.015559999999999999 0.088710000000000011 0.086090000000000014 0.094120000000000023 0.085330000000000003 0.12991000000000003 -0.10886 -0.086779999999999982 -0.006304999999999999 0.096490000000000006 0.079020000000000021
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=6 -2 -3 5 -5 -4 7 8 9 10 19 -10 13 18 -15 -8 -6 -17 -13 -1 -11 -19
right_child=1 2 3 4 16 -7 15 -9 11 20 -12 12 -14 14 -16 17 -18 21 -20 -21 -22 -23
leaf_value=0.008688704060929444 0.0079980676221432911 -0.0075723719635186751 0.00092787417573263794 -0.0074293094933566492 -0.000953078429840952 0.0098387713850572218 0.013360030076171531 -0.0023921384490161049 0.0090323045131863178 0.00084673337771974634 0.0059242007789185452 -0.0030647480814763105 0.0097815666859736843 0.0035071363152967229 0.012968678203350669 0.011064171687613172 0.0061332786487665603 0.0064053640105893603 0.0032364823196081435 0.016740075374061896 0.0068713963431413869 0.0014854024589191696
leaf_weight=54 92 73 57 59 82 79 58 52 86 52 98 52 64 79 59 70 79 94 811 58 57 57
leaf_count=54 92 73 57 59 82 79 58 52 86 52 98 52 64 79 59 70 79 94 811 58 57 57
internal_value=0 0.00188337 0.000567877 0.00224213 -0.00014524 0.00611727 0.00527392 0.00476676 0.00502122 0.0077228 0.00963943 0.00427092 0.00388474 0.00350593 0.00756531 0.00803418 0.00251292 0.00662831 0.00285472 0.0128742 0.00401373 0.00456006
internal_weight=0 521 429 356 220 136 1801 1522 1470 319 210 1151 1065 1001 138 279 161 221 863 112 109 151
internal_count=2322 521 429 356 220 136 1801 1522 1470 319 210 1151 1065 1001 138 279 161 221 863 112 109 151
is_linear=0
shrinkage=0.16829


Tree=7837
num_leaves=26
num_cat=0
split_feature=12 15 12 150 12 16 133 1446 49 15 16 12 11 16 15 49 1212 12 43 15 12 49 43 15 43
split_gain=3.54723 1.10383 1.09715 0.650316 0.511911 0.383442 0.404602 0.182703 0.17228 0.340809 0.134364 0.112057 0.110011 0.116461 0.217436 0.103412 0.0974645 0.104626 0.0846351 0.0945748 0.0486723 0.0288704 0.025519 0.0493107 0.0111925
threshold=0.054520000000000006 -0.37478999999999996 0.13820000000000002 0.08882000000000001 0.092495000000000008 0.15454000000000004 0.086345000000000019 0.088980000000000017 0.10383500000000001 -0.097984999999999989 -0.15135499999999999 -0.081914999999999988 0.081790000000000015 0.0055300000000000011 -0.050004999999999994 -0.0073549999999999996 -1.0000000180025095e-35 0.091735000000000025 -0.14103999999999997 0.087720000000000006 0.086985000000000021 0.08926000000000002 -0.042209999999999991 0.093175000000000022 -0.087864999999999985
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=1 11 4 5 7 6 8 16 9 -3 -6 -1 13 22 21 -11 20 18 -18 -20 -2 -15 24 -24 -12
right_child=2 3 -4 -5 10 -7 -8 -9 -10 15 12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26
leaf_value=0.00043154832149738744 0.0013262984245441059 0.0011953496821655151 0.00063497475853903449 0.00064044075389164609 0.00089396505827723605 0.0011382549988969322 0.00062083068432102319 0.0013467299522537286 0.00077188979238399858 0.0010099247771159815 0.0010894781462609025 0.00063021098437593588 0.0011988636793300042 0.0010154510210537992 0.00084652779369171285 0.00081631323400102802 0.0010007225479383816 0.0012876059135893854 0.0011596354708032976 0.0010668613863922742 0.0011742912086629912 0.0011329812042441495 0.00098954490649062776 0.0011103064049212967 0.0011715135518256174
leaf_weight=60 53 61 53 97 63 87 52 58 52 53 67 68 58 58 82 79 55 53 618 163 54 55 77 92 54
leaf_count=60 53 61 53 97 63 87 52 58 52 53 67 68 58 58 82 79 55 53 618 163 54 55 77 92 54
internal_value=0 0.000810398 0.00110388 0.000882983 0.00111883 0.000944159 0.000887183 0.00116306 0.000943572 0.000989645 0.00104185 0.000537363 0.00105894 0.00104214 0.000977928 0.000894318 0.00115233 0.00114054 0.00113118 0.00114032 0.00124991 0.00107297 0.00108519 0.00105549 0.00112638
internal_weight=0 609 1713 481 1660 384 297 1054 245 193 606 128 543 485 195 132 996 889 836 781 107 113 290 169 121
internal_count=2322 609 1713 481 1660 384 297 1054 245 193 606 128 543 485 195 132 996 889 836 781 107 113 290 169 121
is_linear=0
shrinkage=0.0032998


Tree=7838
num_leaves=19
num_cat=0
split_feature=11 1 41 42 2 2 4 48 1 3 40 3 159 156 0 43 3 13
split_gain=0.150707 0.192023 0.1692 0.128407 0.103755 0.10266 0.108569 0.095153 0.105754 0.12958 0.174085 0.10501 0.0719915 0.0563326 0.0576574 0.0487656 0.0563136 0.0153702
threshold=1.0000000180025095e-35 0.14641500000000005 0.077565000000000009 -0.14794999999999997 0.10394500000000002 0.088885000000000006 -0.088004999999999986 0.11077000000000002 0.077300000000000021 0.083605000000000013 -0.024094999999999995 0.11745500000000002 -0.092279999999999987 0.090100000000000013 -0.097829999999999986 -0.088689999999999977 -0.083249999999999977 0.066010000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 -5 8 15 10 -10 -11 -8 14 -14 17 -17 -7
right_child=2 -3 -4 5 -6 7 12 -9 9 11 -12 -13 13 -15 -16 16 -18 -19
leaf_value=0.011976666396321237 0.018433723243906356 -0.0051490260967221408 0.0026178581570501882 -0.00025205864464488971 0.0080110662869217822 0.0086504631704354632 0.001220822851908485 0.0084028866202474177 0.001097247144920587 0.0075127400133080703 -0.011249993902392725 -0.0012607916974299576 0.010792154149252917 0.0010377642701066756 0.0061571890121529388 -0.0010768601744118383 0.0037621681695696216 0.0047012464583364132
leaf_weight=62 56 61 68 90 54 61 88 82 76 76 56 78 86 55 747 82 387 57
leaf_count=62 56 61 68 90 54 61 88 82 76 76 56 78 86 55 747 82 387 57
internal_value=0 0.00414421 0.00924996 0.00441722 0.0133335 0.00418442 0.00532173 0.00291304 0.00239533 -0.000252398 -0.00412737 0.00305734 0.00583755 0.00629304 0.00663787 0.00368842 0.00291228 0.00675802
internal_weight=0 2144 178 2083 110 2021 1066 955 873 286 132 154 976 888 833 587 469 118
internal_count=2322 2144 178 2083 110 2021 1066 955 873 286 132 154 976 888 833 587 469 118
is_linear=0
shrinkage=0.16829


Tree=7839
num_leaves=28
num_cat=0
split_feature=1 2 4 11 2 47 1 15 4 43 4 1 160 1 159 2 4 13 2 43 13 160 43 13 2 401 474
split_gain=10.7452 1.89626 1.82439 0.836475 0.91079 0.59391 0.420954 0.413979 0.23429 0.229743 0.153657 0.298244 0.144527 0.140154 0.149815 0.15026 0.198716 0.131285 0.0947984 0.123258 0.0865193 0.0833008 0.0919257 0.0626957 0.062241 0.0569801 0.0554042
threshold=0.104035 0.14234000000000005 -0.031874999999999994 1.0000000180025095e-35 0.09036000000000001 0.10648500000000001 0.077300000000000021 0.029300000000000003 0.03851000000000001 -0.074974999999999986 0.032965000000000001 0.13075500000000004 0.0088350000000000008 0.091485000000000025 -0.09083999999999999 0.085145000000000012 -0.032764999999999996 -0.068549999999999986 0.095120000000000024 0.060785000000000013 -1.0000000180025095e-35 -0.014774999999999998 -0.090419999999999986 -0.06977499999999999 0.11500500000000001 0.076785000000000006 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 13 10 8 -5 9 21 -4 24 23 14 -1 16 25 -15 -11 -20 26 -6 -23 -10 -12 -16 -17
right_child=1 -3 5 7 6 -7 -8 -9 12 18 11 -13 -14 17 15 20 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0010812252768666855 0.0011810489102994091 0.00024260100478584116 0.00042500454953284743 0.0012897539079953784 0.0011512213921276908 0.00088656755119003328 0.00088204515271422281 0.0016920938941459699 0.0010271052258430274 0.0011847446377019329 0.00078561642140087431 0.00043751618087050509 0.001164560686243227 0.0012399041263571253 0.0013007541688465998 0.0012253753620055556 0.0014566797626536672 0.0010421465592650879 0.00095389019825645259 0.0011623726907004021 0.0011306589335234691 0.0014089589642817806 0.0012094219791284888 0.00086953961253671917 0.00062714934682485358 0.0011828033466255909 0.0013315398017449435
leaf_weight=52 87 97 66 63 58 83 98 52 63 81 64 68 52 82 238 263 89 73 82 54 91 57 53 58 53 65 80
leaf_count=52 87 97 66 63 58 83 98 52 63 81 64 68 52 82 238 263 89 73 82 54 91 57 53 58 53 65 80
internal_value=0 0.000659073 0.000754946 0.00119844 0.00117979 0.00064385 0.00108321 0.00147199 0.00111848 0.00116444 0.000563448 0.000612648 0.001016 0.00124109 0.00125766 0.00126873 0.00131678 0.00114699 0.00109227 0.00103693 0.00122525 0.00125745 0.00131314 0.000951869 0.000714133 0.00127557 0.00125024
internal_weight=0 518 421 1804 1689 334 656 115 558 385 251 185 173 1033 878 826 392 155 217 136 434 168 110 121 117 303 343
internal_count=2322 518 421 1804 1689 334 656 115 558 385 251 185 173 1033 878 826 392 155 217 136 434 168 110 121 117 303 343
is_linear=0
shrinkage=0.0032998


Tree=7840
num_leaves=20
num_cat=0
split_feature=10 48 0 1211 43 43 49 48 133 16 0 15 1211 52 1429 483 0 49 52
split_gain=0.203098 0.146744 0.116273 0.111317 0.117828 0.118016 0.149479 0.113219 0.0991197 0.0977503 0.0962135 0.0830095 0.0739312 0.0717548 0.0644386 0.0513269 0.0497372 0.0438886 0.023564
threshold=-0.092019999999999977 0.093265000000000015 -0.062324999999999998 0.077345000000000011 0.0035900000000000007 -0.0032799999999999995 0.12001000000000002 -0.032929999999999994 -0.24264499999999997 0.014185000000000001 -0.14310999999999999 0.084675000000000014 0.11088500000000003 -0.41304999999999997 0.083925000000000013 0.0093900000000000008 -0.15503499999999998 -0.00078499999999999989 -0.0029649999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 4 5 6 14 -7 -6 16 -3 -10 -5 -11 15 -2 -9 -16 -12
right_child=1 2 -4 12 8 7 -8 9 11 13 18 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=-0.0045261073774041692 0.0054548492955715719 -0.0030310322807556764 -0.0058630695026348281 0.014000817652053771 0.0062432445632629261 0.0014764781411314559 -0.0037225341664382252 0.016501440972782722 -0.0038516805836191007 0.009693251772719895 0.0035587392211799012 0.0032957858938765711 0.0057909935883719158 0.0014055522775668708 0.0054843028591046068 0.0021502355059269751 0.010356794284891412 0.012153188597288785 0.0080236560375648615
leaf_weight=64 951 53 52 71 103 56 53 55 92 67 87 92 57 54 52 157 128 64 57
leaf_count=64 951 53 52 71 103 56 53 55 92 67 87 92 57 54 52 157 128 64 57
internal_value=0 0.00507066 0.00120336 0.00553906 0.00521747 0.00576952 0.00500739 0.00846796 0.00206241 0.00974996 0.00307774 -0.000268183 0.0103589 0.00600946 0.00538687 0.00498822 0.0122134 0.00917918 0.00533858
internal_weight=0 2301 249 2052 1924 1637 1277 360 287 304 197 184 128 121 1224 1108 183 116 144
internal_count=2365 2301 249 2052 1924 1637 1277 360 287 304 197 184 128 121 1224 1108 183 116 144
is_linear=0
shrinkage=0.16829


Tree=7841
num_leaves=27
num_cat=0
split_feature=12 3 43 12 15 43 49 3 3 42 11 12 376 49 12 475 49 3 150 1211 3 12 15 156 15 133
split_gain=8.18147 1.72339 2.53126 1.4811 1.35433 0.883389 0.775587 0.667457 0.379623 0.365202 0.321055 0.213993 0.210722 0.158375 0.121064 0.104181 0.114825 0.100669 0.0986139 0.0755932 0.0703431 0.0546425 0.0492296 0.0432874 0.0407213 0.0315091
threshold=0.077755000000000005 0.149315 -0.030304999999999995 0.093270000000000006 -0.0015749999999999998 -0.095564999999999983 0.047620000000000003 -0.049204999999999992 -0.12595999999999999 -1.0000000180025095e-35 0.080150000000000013 0.10337000000000002 0.081970000000000015 -0.078459999999999988 0.083885000000000015 -0.0029899999999999996 0.088030000000000011 -0.080634999999999984 0.083680000000000018 0.080280000000000004 -0.087854999999999975 -0.041134999999999991 -0.026169999999999995 0.087380000000000013 -1.0000000180025095e-35 0.092470000000000011
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 2 5 8 6 -1 18 9 10 20 -2 17 -7 -10 -15 23 19 -11 -4 -17 -5 -3 -13 -16 -22 -19
right_child=3 21 4 7 -6 12 -8 -9 13 11 -12 22 -14 14 15 16 -18 25 -20 -21 24 -23 -24 -25 -26 -27
leaf_value=0.00091141657844225142 0.0016156351933687139 0.00042451135427195371 0.00078817672208517152 0.0012713858528552427 0.0013612756312252436 0.00031129657600505222 0.0011399959630768945 0.00070550861311224834 0.0010534485629992195 0.00097217740056783667 0.0012454550995692887 0.00083685442897553429 0.00054346867104989607 0.0011106776705073489 0.0013704709254524891 0.0012309610237203569 0.0011071803594537102 0.0011728350407950998 0.00059518250682878335 0.0013645918799197565 0.0010775046869548094 0.00027428404485218253 0.00097270561308419542 0.0012417603649546617 0.001212125878564009 0.0010726841474733243
leaf_weight=56 53 57 70 80 87 82 71 59 60 79 52 65 91 86 99 571 82 79 53 56 65 53 65 52 52 90
leaf_count=56 53 57 70 80 87 82 71 59 60 79 52 65 91 86 99 571 82 79 53 56 65 53 65 52 52 90
internal_value=0 0.000727621 0.000808471 0.0011691 0.00101848 0.000550619 0.000864573 0.00104149 0.00124188 0.0010759 0.00143264 0.00101524 0.000433625 0.00122194 0.00123259 0.00124474 0.0012273 0.00107285 0.000705303 0.00124295 0.00119213 0.000352449 0.000905051 0.00132638 0.00113764 0.00111971
internal_weight=0 620 510 1745 281 229 194 634 1111 575 105 378 173 1006 946 860 709 248 123 627 197 110 130 151 117 169
internal_count=2365 620 510 1745 281 229 194 634 1111 575 105 378 173 1006 946 860 709 248 123 627 197 110 130 151 117 169
is_linear=0
shrinkage=0.0032998


Tree=7842
num_leaves=20
num_cat=0
split_feature=1 12 4 2 1 11 12 2 16 4 2 4 4 1 1429 13 39 52 12
split_gain=5.3007 1.78268 1.10272 0.781017 0.545749 0.455053 0.437427 0.425972 0.310286 0.286361 0.275806 0.26968 0.226305 0.205807 0.121911 0.115486 0.0630859 0.0585019 0.0384162
threshold=0.13130500000000003 -0.077034999999999978 0.27161500000000005 0.10161500000000002 0.096475000000000019 1.0000000180025095e-35 0.087245000000000003 0.15630500000000003 -0.50942999999999994 -0.15450999999999995 0.088820000000000024 0.49433000000000005 -0.013125 0.097555000000000017 0.079510000000000011 -0.06457499999999998 0.089200000000000015 -0.14715499999999998 0.11540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 9 12 11 -4 -3 14 -2 -5 15 -11 -8 -6 -12 -17
right_child=7 2 8 6 16 -7 13 -9 -10 10 17 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=0.00076939120486548798 0.00049337998873615529 0.0010767645225930327 0.00035600098758007824 0.00068775613287418711 0.00030488255986117703 0.001117584685853715 0.00082493401676990441 -3.3137089520194227e-05 0.00070349071392428414 0.0009005380194891438 0.00088601470098159457 0.00017820304124669439 0.00037903325148840099 0.00096285271653172104 0.0007658973728560868 0.00072206575882592964 0.00045643889041416973 0.00076793336810995793 0.00059516597240363281
leaf_weight=53 53 70 62 52 73 86 93 55 52 880 58 68 53 57 84 65 54 345 52
leaf_count=53 53 70 62 52 73 86 93 55 52 880 58 68 53 57 84 65 54 345 52
internal_value=0 0.000802584 0.000830796 0.000849786 0.000487513 0.000882992 0.000713744 0.000207071 0.000514814 0.000868928 0.000858259 0.000316547 0.00053226 0.000784982 0.000888842 0.000736534 0.000369601 0.000785015 0.000665967
internal_weight=0 2189 2009 1895 180 1523 372 176 114 1437 1367 121 105 267 964 210 127 403 117
internal_count=2365 2189 2009 1895 180 1523 372 176 114 1437 1367 121 105 267 964 210 127 403 117
is_linear=0
shrinkage=0.0032998


Tree=7843
num_leaves=15
num_cat=0
split_feature=3 48 132 131 3 3 15 123 42 0 3 15 3 1213
split_gain=0.249689 0.119072 0.109174 0.116513 0.0839995 0.116744 0.124975 0.122183 0.118883 0.145178 0.252888 0.0853665 0.0649 0.0586883
threshold=0.31343500000000007 0.12230500000000001 0.090145000000000017 0.089005000000000015 0.077930000000000013 -0.081784999999999983 -0.24269999999999997 0.085215000000000013 0.10192000000000002 0.10798500000000001 -0.15500999999999998 -0.0036549999999999998 0.10449500000000002 -0.077179999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 -7 13 9 10 -1 12 -6 -8
right_child=-2 -3 3 -5 11 6 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0036385503003837682 -0.0033451299591561738 -0.00093869029873442516 -0.0031628233906480893 0.0059045616306881415 0.0021403825651071062 -0.0019358167167958854 0.0086505837575303352 0.012931394578025829 0.01444810536439221 0.013638743927538952 0.0069209305584525174 0.013553677409009137 0.010338289815491774 0.0040028468827697236
leaf_weight=70 90 74 75 86 53 78 88 53 60 78 752 86 58 664
leaf_count=70 90 74 75 86 53 78 88 53 60 78 752 86 58 664
internal_value=0 0.00568037 0.00590373 0.00166947 0.00623702 0.00588142 0.0044794 0.00510323 0.00716911 0.00668185 0.00601952 0.00955467 0.00644016 0.00454912
internal_weight=0 2275 2201 161 2040 1843 883 805 960 900 822 197 111 752
internal_count=2365 2275 2201 161 2040 1843 883 805 960 900 822 197 111 752
is_linear=0
shrinkage=0.16829


Tree=7844
num_leaves=22
num_cat=0
split_feature=1 2 4 132 15 403 475 39 150 403 13 150 2 12 1456 475 475 4 2 13 13
split_gain=0.327461 0.228834 0.125235 0.10766 0.106606 0.0862951 0.0856835 0.102782 0.110502 0.0836536 0.0838472 0.077631 0.0814257 0.0661727 0.0642187 0.0630122 0.0621613 0.0566293 0.0424888 0.0221554 0.0165149
threshold=0.14741000000000001 0.10161500000000002 -0.10429499999999998 0.092715000000000006 -0.45726999999999995 -0.085464999999999985 -0.06562999999999998 0.085095000000000018 1.0000000180025095e-35 -0.54045999999999983 -0.04609499999999999 0.11156000000000001 0.085665000000000005 0.093840000000000021 -0.082334999999999978 -0.060699999999999997 -0.085144999999999985 -0.14538499999999996 0.090715000000000004 -0.0097099999999999981 -0.070004999999999998
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 2 18 4 -3 9 -6 8 17 -4 -11 12 13 15 -14 -7 -16 -8 -1 -12 -15
right_child=-2 3 5 -5 6 11 7 -9 -10 10 19 -13 14 20 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0078058502643735799 -0.0079300945071633464 0.0096988554649647483 0.0086957469785463384 -0.0053409878481328835 0.0074053381419193539 0.0032268898994126309 0.0055479496356479734 0.0064336248255588147 -0.0061497310287485273 -0.0028931626691350433 0.006519866264786965 1.5244838041773033e-05 -0.00026771189993923052 0.0020133346319116297 0.010982101511960218 0.0094218299998078629 0.0048294190291704809 -2.9359739018193742e-05 0.013305166441075824 0.0021692776185313831 0.0059049342196672008
leaf_weight=97 59 55 53 52 69 54 67 81 71 86 52 61 62 54 52 382 491 221 71 97 78
leaf_count=97 59 55 53 52 69 54 67 81 71 86 52 61 62 54 52 382 491 221 71 97 78
internal_value=0 0.00475588 0.00576856 0.00197466 0.00265234 0.00528478 0.0018874 0.001018 -0.000198905 0.00265039 0.00127932 0.00589816 0.00620256 0.00765508 0.00483589 0.00865869 0.00542193 0.0012619 0.0101407 0.00369966 0.00432653
internal_weight=0 2306 1690 616 564 1522 509 440 359 288 235 1234 1173 568 605 436 543 288 168 149 132
internal_count=2365 2306 1690 616 564 1522 509 440 359 288 235 1234 1173 568 605 436 543 288 168 149 132
is_linear=0
shrinkage=0.16829


Tree=7845
num_leaves=14
num_cat=0
split_feature=15 3 123 147 11 15 52 3 3 15 3 0 481
split_gain=2.06922 1.49859 0.815916 0.285898 0.246876 0.285825 0.242122 0.231772 0.202472 0.194212 0.166435 0.126849 0.11487
threshold=-0.25061999999999995 0.30112000000000005 1.0000000180025095e-35 0.090635000000000007 1.0000000180025095e-35 0.029300000000000003 -0.013914999999999999 -0.13088999999999998 -0.082304999999999975 -0.47252999999999995 -0.082879999999999995 -0.078964999999999994 -0.081334999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 7 -6 -1 -2 10 -8 -9 -4 -10
right_child=1 -3 11 -5 5 -7 9 8 12 -11 -12 -13 -14
leaf_value=0.00015167463896866202 0.00052292305158981533 0.00018246266541411838 0.00056855246395209945 0.00049814808457571927 0.0007617979933780513 0.0010655387803106227 0.00028370773648389363 0.00076060583494264099 0.0008549182747469037 0.00054357287603957257 0.00093207185631629806 0.00035738769671715177 0.00069534656988915605
leaf_weight=55 59 59 61 56 98 53 63 684 54 64 70 66 941
leaf_count=55 59 59 61 56 98 53 63 684 54 64 70 66 941
internal_value=0 0.000702068 0.000716364 0.000732561 0.000739244 0.000868642 0.000335576 0.000728418 0.00073533 0.000414941 0.000776571 0.000459091 0.000704042
internal_weight=0 2201 2142 2015 1959 151 182 1808 1749 127 754 127 995
internal_count=2383 2201 2142 2015 1959 151 182 1808 1749 127 754 127 995
is_linear=0
shrinkage=0.0032998


Tree=7846
num_leaves=27
num_cat=0
split_feature=4 12 3 43 12 3 4 3 43 4 3 43 3 43 4 1212 12 43 4 43 43 4 12 4 133 12
split_gain=8.42892 2.88785 0.915013 1.35192 0.616519 0.56588 0.560327 0.286201 0.283463 0.247732 0.188786 0.151037 0.126121 0.0931151 0.111305 0.105588 0.124459 0.103876 0.0846835 0.0813233 0.0694926 0.0650671 0.0648892 0.0530707 0.00542349 0.00390671
threshold=0.30163500000000004 0.054520000000000006 0.25468500000000005 -0.031974999999999996 0.093270000000000006 -0.1535 -0.030434999999999993 0.088465000000000002 -0.088689999999999977 -0.060264999999999992 -0.11756999999999999 -0.072864999999999985 -0.082844999999999988 0.0035900000000000007 0.0034000000000000007 0.087685000000000013 0.084405000000000022 0.092445000000000013 0.060575000000000011 -0.039409999999999994 -0.051239999999999987 -0.029369999999999997 -0.041134999999999991 -0.0053799999999999985 0.085605000000000014 0.10508500000000001
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 2 3 8 5 -3 -5 -8 -1 12 -2 -12 20 14 15 16 -7 -15 21 -14 -6 -11 -13 -23 -16 -25
right_child=10 4 -4 6 9 13 7 -9 -10 18 11 22 19 17 24 -17 -18 -19 -20 -21 -22 23 -24 25 -26 -27
leaf_value=0.000841617175756893 0.00059876682339409914 0.0015206185102012795 0.00043896338571868351 0.001268505590558913 0.0011292897355808381 0.0013033400467794183 0.0010423182955536846 0.00073218252986625683 0.00053819261604052605 0.0009355593675642672 0.00025456154542177897 0.00054305274901942475 0.00095177338951218796 0.0010153850217110708 0.001114240153309666 0.0010902104678832708 0.0011865584418817774 0.0011907420913871225 0.00089979658451862568 0.0011217826817137312 0.00130367100728563 0.0011527889292197956 0.00038755928061838676 0.00098545123207129321 0.0010456773835116498 0.0010499283480046311
leaf_weight=53 60 52 56 84 58 130 88 53 95 72 65 52 52 93 57 101 563 68 92 92 53 52 74 57 58 53
leaf_count=53 60 52 56 84 58 130 88 53 95 72 65 52 52 93 57 101 563 68 92 92 53 52 74 57 58 53
internal_value=0 0.00107579 0.000833511 0.000892652 0.0011368 0.00118223 0.00105402 0.000925992 0.000647089 0.00104901 0.00043624 0.000385 0.00112704 0.00116575 0.00117919 0.00119351 0.00120852 0.00108967 0.000987866 0.00106064 0.00121287 0.00102234 0.000452011 0.00106069 0.00107997 0.00101684
internal_weight=0 2132 429 373 1703 1122 225 141 148 581 251 191 255 1070 909 794 693 161 326 144 111 234 126 162 115 110
internal_count=2383 2132 429 373 1703 1122 225 141 148 581 251 191 255 1070 909 794 693 161 326 144 111 234 126 162 115 110
is_linear=0
shrinkage=0.0032998


Tree=7847
num_leaves=11
num_cat=0
split_feature=2 15 1373 49 13 0 402 13 133 133
split_gain=0.0848593 0.0746395 0.10024 0.0857088 0.079255 0.159272 0.0906732 0.103569 0.0926212 0.0711772
threshold=-0.14847999999999997 0.14854500000000001 0.084345000000000017 0.11151500000000002 0.25694000000000006 0.12445000000000002 0.088920000000000013 -0.050754999999999995 -0.035819999999999991 0.085980000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 -2 -5
right_child=1 -3 -4 9 -6 -7 7 -9 -10 -11
leaf_value=0.011962701964479476 0.0021206698930230691 -0.00084871766697401944 -0.0016852846406402722 0.012494436025845178 -0.0003466721723113321 0.014723288239671997 0.0049265351653654818 0.012748530664356699 0.0054277926662445412 0.0056240081086112838
leaf_weight=56 290 54 54 91 67 52 100 94 1442 83
leaf_count=56 290 54 54 91 67 52 100 94 1442 83
internal_value=0 0.00530624 0.00545325 0.00562778 0.00532062 0.00551349 0.0052639 0.00872584 0.0048751 0.00922749
internal_weight=0 2327 2273 2219 2045 1978 1926 194 1732 174
internal_count=2383 2327 2273 2219 2045 1978 1926 194 1732 174
is_linear=0
shrinkage=0.16829


Tree=7848
num_leaves=25
num_cat=0
split_feature=4 12 2 43 12 4 11 4 4 43 43 49 1456 2 49 43 475 16 16 4 43 16 12 12
split_gain=5.1008 1.18038 0.616986 0.765829 0.508838 0.43843 0.415046 0.265723 0.235966 0.220048 0.191734 0.171962 0.144394 0.12113 0.120789 0.120508 0.116189 0.100839 0.0847621 0.0876697 0.0768881 0.0666187 0.0665438 0.038566
threshold=0.30163500000000004 0.078515000000000015 0.11353000000000001 -0.065804999999999989 0.092495000000000008 -0.030434999999999993 1.0000000180025095e-35 0.0049200000000000008 -0.060264999999999992 -0.085594999999999991 -0.072864999999999985 0.036705000000000008 -0.089834999999999984 0.11715500000000001 -0.078459999999999988 -0.039409999999999994 -0.085774999999999976 -0.026164999999999997 -0.0043999999999999994 -0.00059999999999999995 0.059230000000000012 -0.065564999999999984 0.10653000000000001 0.098600000000000007
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 2 3 9 6 -5 12 -7 15 -1 -2 18 -3 -12 -14 17 -16 -6 19 -10 -18 -4 -13 -17
right_child=10 4 21 5 8 7 -8 -9 11 -11 13 22 14 -15 16 23 20 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0007382856504599488 0.00026854828889475959 0.00080540465809784826 0.00043354120577632785 0.0011307865886615671 0.00093449466281382229 0.00063244727393120385 0.0012352274744722985 0.00093449277975693088 0.00090769934808619538 0.00045191301020280802 0.00055449963290972828 0.00083042790234428914 0.00081801265024296756 0.0003745461955458225 0.00083771246415160637 0.0010361897684999135 0.0010049623788654747 0.00074028432951030176 0.00066658260152524312 0.00072245371561166906 0.00089690890449385912 0.00060473372289250474 0.00098080773297609257 0.00091976336303141806
leaf_weight=61 84 62 52 77 75 53 66 83 52 58 82 83 54 85 59 102 727 52 93 68 87 52 60 56
leaf_count=61 84 62 52 77 75 53 66 83 52 58 82 83 54 85 59 102 727 52 93 68 87 52 60 56
internal_value=0 0.000895732 0.000742205 0.000811869 0.000935179 0.000930627 0.000979974 0.000817043 0.000861397 0.000599005 0.000398143 0.000804029 0.000962904 0.000463118 0.0009734 0.000932932 0.000982972 0.000855253 0.000743614 0.00080302 0.000993457 0.000519476 0.000893771 0.000995148
internal_weight=0 2132 436 332 1696 213 1055 136 641 119 251 356 989 167 927 285 873 127 213 120 814 104 143 158
internal_count=2383 2132 436 332 1696 213 1055 136 641 119 251 356 989 167 927 285 873 127 213 120 814 104 143 158
is_linear=0
shrinkage=0.0032998


Tree=7849
num_leaves=24
num_cat=0
split_feature=11 1453 16 1 1 2 16 2 52 3 1 0 0 2 1210 2 3 16 2 2 133 0 3
split_gain=0.147231 0.0766853 0.0844608 0.125757 0.191493 0.115435 0.0894142 0.0854925 0.0992491 0.11782 0.0807663 0.0767488 0.08863 0.0752248 0.0713302 0.0604132 0.0592507 0.0578468 0.0509455 0.070711 0.0538317 0.0496841 0.0261353
threshold=0.080455000000000013 -0.064249999999999988 -0.082389999999999977 0.077565000000000009 0.10374500000000002 1.0000000180025095e-35 -0.49181999999999998 0.14271500000000001 -0.067394999999999983 -0.038414999999999998 0.093400000000000025 -0.12608499999999997 -0.090889999999999985 0.097220000000000015 -0.0087899999999999975 0.11342000000000001 -0.09224499999999998 -0.4058199999999999 0.10060500000000001 0.087610000000000007 -0.091869999999999993 -0.086544999999999997 -0.080634999999999984
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=1 -1 3 16 5 -5 -6 8 11 14 -11 -4 -13 -2 -10 -14 -3 -8 19 20 -18 -16 -21
right_child=13 2 7 4 6 -7 17 -9 9 10 -12 12 15 -15 21 -17 18 -19 -20 22 -22 -23 -24
leaf_value=0 0.01546120542961542 0.010949022892159887 -0.0015727499183077712 0.00079578222896649819 0.0083656805328016937 -0.0082538372410399363 -0.0026359851895907662 -0.00032533359789389262 0.010668394263550783 0.0079259511094375776 0.017221751858602898 0.011562086697304231 0.0050014444185305373 0.0072803469933853731 0.0024904732148108401 -0.00094936247926999254 0.0017824499287781188 0.0048565109227523126 0.0093805207280859698 -0.0016617756126969462 0.0082535469702502764 0.0065219130499117586 0.0030271028112408022
leaf_weight=90 54 53 56 98 102 67 52 60 100 55 53 52 331 81 108 56 53 66 61 54 122 471 88
leaf_count=90 54 53 56 98 102 67 52 60 100 55 53 52 331 81 108 56 53 66 61 54 122 471 88
internal_value=0 0.00483121 0.00503194 0.00367584 0.00145906 -0.00286802 0.00471254 0.00585518 0.00614584 0.00732338 0.0125044 0.00427004 0.00501946 0.010566 0.00649665 0.0041357 0.00565186 0.00153951 0.00490438 0.00403738 0.006304 0.00577304 0.00123136
internal_weight=0 2248 2158 816 385 165 220 1342 1282 787 108 495 439 135 679 387 431 118 378 317 175 579 142
internal_count=2383 2248 2158 816 385 165 220 1342 1282 787 108 495 439 135 679 387 431 118 378 317 175 579 142
is_linear=0
shrinkage=0.16829


Tree=7850
num_leaves=21
num_cat=0
split_feature=1 3 4 4 4 1 15 15 15 52 51 12 3 42 4 15 0 4 0 42
split_gain=7.75077 1.59825 0.877646 0.670863 0.502169 0.327527 0.254815 0.24847 0.232386 0.228005 0.191108 0.21136 0.119677 0.109638 0.153683 0.0907011 0.0866129 0.0752148 0.0501765 0.0296341
threshold=0.10335000000000001 -0.055389999999999988 0.054560000000000004 0.24726500000000004 0.27287000000000006 0.079020000000000021 -0.019239999999999997 -0.46140499999999995 -0.15614499999999998 -0.046924999999999988 0.11524000000000002 -0.013764999999999998 -0.080734999999999987 0.095455000000000012 -0.50086499999999989 0.089625000000000024 -0.072174999999999975 0.10896500000000002 -0.050379999999999994 0.11603500000000001
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 3 8 18 6 12 9 -6 -1 -3 11 -10 -4 14 -13 -15 -16 -14 -2 -17
right_child=1 4 5 -5 7 -7 -8 -9 10 -11 -12 13 17 15 16 19 -18 -19 -20 -21
leaf_value=0.0011019978755675607 0.00088009606899613479 0.00037524579980663018 0.00086065115010178434 0.00039253264393189507 0.00029130125292542653 0.00044036926938743475 0.00022325865501970622 4.5441396481581664e-05 0.00068677156381234672 0.00066078323785850185 0.00073137820232395303 0.0010847427711314888 0.00059657638261699996 0.00072703401733335143 0.0009149563287083164 0.00082427102552233979 0.00082073533819708932 0.00076755606867418306 0.00073942994534701833 0.00092624252803327083
leaf_weight=56 60 76 61 65 87 52 56 93 54 52 88 56 63 68 995 72 128 56 62 76
leaf_count=56 60 76 61 65 87 52 56 93 54 52 88 56 63 68 995 72 128 56 62 76
internal_value=0 0.000416266 0.000862964 0.000664361 0.000288714 0.000672724 0.000410067 0.000164469 0.000890648 0.000491521 0.000882925 0.000892104 0.000739654 0.000900027 0.000912851 0.000829864 0.000904248 0.000677333 0.000808899 0.000876873
internal_weight=0 551 1825 187 364 232 184 180 1593 128 1537 1449 180 1395 1179 216 1123 119 122 148
internal_count=2376 551 1825 187 364 232 184 180 1593 128 1537 1449 180 1395 1179 216 1123 119 122 148
is_linear=0
shrinkage=0.0032998


Tree=7851
num_leaves=28
num_cat=0
split_feature=1 47 2 16 51 12 16 52 40 1 1212 16 12 16 481 16 16 47 15 52 52 15 15 52 52 12 1212
split_gain=0.206469 0.167665 0.122183 0.152257 0.15903 0.173775 0.12111 0.232687 0.127088 0.236103 0.107518 0.105194 0.0908071 0.133067 0.0989325 0.0828301 0.145204 0.0695467 0.0580579 0.0532388 0.051281 0.0455047 0.0724087 0.0329362 0.0410271 0.0293127 0.0274778
threshold=0.098370000000000027 0.081320000000000017 0.091895000000000018 -0.38959499999999997 -0.013119999999999998 0.091055000000000011 0.0063750000000000013 0.12371000000000001 -0.081029999999999977 0.10647000000000001 0.083355000000000026 -0.031434999999999998 0.082780000000000006 -0.034884999999999992 -0.045769999999999991 -0.51287499999999986 -0.10346499999999999 0.09364500000000002 -0.058234999999999988 0.026115000000000003 0.14952000000000001 0.091475000000000015 0.089705000000000021 -0.40011499999999994 -0.069694999999999993 0.098195000000000018 0.092585000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 18 -6 7 8 -2 -10 12 26 13 -1 -14 -11 -17 -3 -5 25 -21 22 -16 -8 -25 -7 -12
right_child=6 17 3 4 5 19 23 -9 9 15 11 -13 14 -15 21 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.0038366488156251193 0.0040438303673301871 0.01424996227811241 0.01044735404216967 0.0091939025650680118 -0.0064472527725258303 0.0018150256831332039 0.006667806031204526 0.0073078907586324 -0.014407257483142923 0.0037391967064553749 0.001224754269669551 -0.0047337705449765092 0.012190729643229835 0.0068043352670781572 0.0060713093277788375 -0.0089354823059465648 0.0015933645444448005 0.0070957007180964347 0.0021645813493372293 0.0068785598168189582 0.00051133820274166359 0.0025838295830026919 0.012621697477588706 -0.00050299598961246891 0.0053107598919864968 -0.003697641969022863 0.0061066830528360662
leaf_weight=59 65 64 57 77 103 52 97 85 52 57 56 52 89 76 463 76 72 101 60 76 69 88 54 64 73 57 82
leaf_count=59 65 64 57 77 103 52 97 85 52 57 56 52 89 76 463 76 72 101 60 76 69 88 54 64 73 57 82
internal_value=0 0.00477027 0.00423195 0.00220743 0.00125304 -0.0006129 0.00123162 -0.000518448 -0.00258999 -0.00427479 0.0053249 0.00170094 0.00615331 0.00214052 0.00693131 -0.00169584 -0.0038012 0.00988158 0.00612848 0.00174593 0.00386103 0.00615464 0.00675896 0.00428321 0.00258173 -0.00105126 0.00413863
internal_weight=0 1735 1570 551 494 357 641 407 322 257 1019 190 829 135 694 205 148 165 137 254 145 605 517 234 137 109 138
internal_count=2376 1735 1570 551 494 357 641 407 322 257 1019 190 829 135 694 205 148 165 137 254 145 605 517 234 137 109 138
is_linear=0
shrinkage=0.16829


Tree=7852
num_leaves=25
num_cat=0
split_feature=4 0 158 4 2 1 16 2 160 156 1 0 3 3 2 0 15 16 0 48 0 15 0 4
split_gain=0.194396 0.141879 0.117315 0.139954 0.135741 0.142346 0.108092 0.191279 0.0871532 0.116567 0.0939275 0.11121 0.0859981 0.0808857 0.207079 0.0872328 0.0990926 0.0851209 0.0965347 0.0735597 0.0728084 0.0621196 0.0500068 0.00991191
threshold=0.024315000000000003 0.0060900000000000008 0.080150000000000013 0.45363500000000007 0.088300000000000003 0.11156000000000001 -0.36241499999999999 0.10836000000000003 -0.082384999999999986 0.087515000000000009 0.081540000000000015 -0.089594999999999994 -0.077039999999999983 -0.013399999999999999 0.086885000000000004 -0.10417499999999999 -0.080944999999999989 -0.091029999999999986 0.12411500000000002 0.089350000000000013 -0.047049999999999995 0.089150000000000021 -0.084524999999999975 -0.0023899999999999993
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=8 2 3 4 -2 6 -6 -8 9 10 11 -1 -4 15 -15 -10 22 -18 20 -16 -19 -13 23 -17
right_child=1 -3 12 -5 5 -7 7 -9 13 -11 -12 21 -14 14 19 16 17 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0090052036929191368 0.0037912583390474759 -0.0073938777461753655 0.011021958179191521 0.0057708534337043236 0.003460049659240474 -0.011367027890950506 -0.011504181718056835 0.0023920652564074925 -0.0025294315132141803 0.012645276004656515 0.0094400190760830019 -0.0025312276644058936 0.0020988554810286147 -0.0086798503374324962 0.0073318435801203877 0.0044365461507166809 0.0083590801958946699 0.0030701264525809257 -0.0035417971713061951 -0.00012374700729590233 0.0083437908721120269 0.0045735779910184788 0.012510240350287758 0.0077539970380369177
leaf_weight=60 97 57 54 96 75 53 58 54 55 69 91 85 72 53 74 55 99 738 57 75 83 59 52 55
leaf_count=60 97 57 54 96 75 53 58 54 55 69 91 85 72 53 74 55 99 738 57 75 83 59 52 55
internal_value=0 0.000599318 0.00141758 9.82235e-05 -0.00151239 -0.00366343 -0.00147045 -0.00478816 0.0040765 0.00640153 0.00493504 0.00291666 0.0059373 0.00346897 0.000344803 0.00399601 0.00431269 0.00367016 0.00313941 0.00356697 0.00360546 0.000367293 0.00817658 0.0061116
internal_weight=0 616 559 433 337 240 187 112 1760 364 295 204 126 1396 202 1194 1139 977 878 149 821 144 162 110
internal_count=2376 616 559 433 337 240 187 112 1760 364 295 204 126 1396 202 1194 1139 977 878 149 821 144 162 110
is_linear=0
shrinkage=0.16829


Tree=7853
num_leaves=10
num_cat=0
split_feature=9 9 48 1186 12 49 3 1455 15
split_gain=0.142973 0.141477 0.0983777 0.0853082 0.0892593 0.0821143 0.0563919 0.0840309 0.0824934
threshold=-1.0000000180025095e-35 0.087755000000000014 0.12118000000000002 0.084100000000000022 -0.097959999999999978 0.12552000000000005 0.11191000000000002 0.084965000000000027 -0.043644999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -8
right_child=1 -3 -4 -5 5 -7 8 -9 -10
leaf_value=-0.0045300531646792399 0.010253906169662942 -0.0050388179225587665 -0.0029630984799426407 -0.0029353137254929385 0.0034235094015231593 -0.0020716660685429866 0.0043449277625915456 0.0079201057098937742 -0.0050444608524022987
leaf_weight=76 54 62 73 60 1741 77 54 127 52
leaf_count=76 54 62 73 60 1741 77 54 127 52
internal_value=0 0.00288012 0.0031003 0.00330558 0.00348432 0.00330521 0.00351585 0.00373018 -0.000244239
internal_weight=0 2300 2238 2165 2105 2051 1974 1868 106
internal_count=2376 2300 2238 2165 2105 2051 1974 1868 106
is_linear=0
shrinkage=0.16829


Tree=7854
num_leaves=22
num_cat=0
split_feature=4 1 52 14 131 0 1 15 15 15 15 15 12 4 43 4 1212 12 12 4 52
split_gain=6.85043 2.02724 0.918347 0.811358 0.498868 0.47241 0.293989 0.223788 0.36245 0.220425 0.214794 0.208627 0.24406 0.205883 0.199919 0.121779 0.0712023 0.163518 0.0385403 0.0350326 0.0258705
threshold=0.30163500000000004 0.10282000000000001 -0.40809499999999993 0.062655000000000016 0.085815000000000016 0.04939000000000001 0.14310500000000001 0.03981500000000001 -0.006494999999999999 0.084785000000000013 -0.12431499999999999 -0.061559999999999997 -0.024179999999999997 0.41816000000000003 -0.081204999999999986 0.51224500000000017 0.087685000000000013 0.085005000000000011 0.090005000000000016 -0.0015099999999999998 0.085540000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 11 7 13 8 10 20 19 12 -4 -2 -12 -15 17 -11 -18 -1 -9
right_child=6 2 4 -5 -6 -7 -8 9 -10 16 14 -13 -14 15 -16 -17 18 -19 -20 -21 -22
leaf_value=0.00097344697303074982 0.00021714514572273338 0.00097623054742934873 0.0003958609554177853 0.0012887251877173424 0.00084024926991990343 0.00068434400801341321 0.00011372772087202455 0.0010514674445153949 0.00069351032616937866 0.001127529074966055 0.00095266192955336651 0.0003496588988939799 0.00068980342596974614 0.00056103405262276354 0.00083535909778010068 0.00035226170990207894 0.00081792099136098362 0.0009418549541544371 0.00093438872235150356 0.0010959904025487359 0.0011630658243052146
leaf_weight=54 62 73 54 66 54 93 64 62 92 61 305 80 74 59 349 66 70 443 72 69 54
leaf_count=54 62 73 54 66 54 93 64 62 92 61 305 80 74 59 349 66 70 443 72 69 54
internal_value=0 0.000884223 0.00064828 0.000928361 0.00055677 0.000914544 0.00030756 0.000927649 0.00089095 0.000969454 0.000914282 0.000483005 0.000566072 0.00037371 0.000890118 0.000451084 0.00094529 0.000964397 0.000877223 0.00104248 0.00110372
internal_weight=0 2125 335 1790 262 1724 251 1631 869 762 777 208 128 187 654 125 646 504 142 123 116
internal_count=2376 2125 335 1790 262 1724 251 1631 869 762 777 208 128 187 654 125 646 504 142 123 116
is_linear=0
shrinkage=0.0032998


Tree=7855
num_leaves=20
num_cat=0
split_feature=10 16 403 1452 3 52 52 15 52 1429 160 3 160 42 1 16 13 1213 133
split_gain=0.173894 0.156045 0.176244 0.126357 0.125982 0.152695 0.119512 0.147448 0.116222 0.122802 0.185555 0.115873 0.109918 0.106901 0.122149 0.0958746 0.086391 0.075784 0.041309
threshold=-1.0000000180025095e-35 -0.007794999999999999 -0.53317999999999988 0.085480000000000014 0.12566000000000002 -0.091784999999999992 0.0029250000000000005 -0.026169999999999995 0.10855000000000002 0.032755000000000006 -0.065384999999999985 -0.080464999999999995 -0.080934999999999993 -0.080249999999999988 0.10354000000000001 -0.073774999999999993 -0.016469999999999995 -0.086179999999999993 -0.023589999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 8 5 -4 7 11 9 12 -11 -7 -3 -14 -15 -1 -9 -8 -19
right_child=1 3 4 -5 -6 6 17 16 -10 10 -12 -13 13 14 -16 -17 -18 18 -20
leaf_value=-0.0080209602490004042 -0.0045909287576432235 0.0097193742401108039 0.013558617912989722 0.0089598124262926914 -0.0013783436826194546 -0.0043899396910122594 0.010229943072128512 0.0030579409180459352 -0.0055152531516660247 -0.010779261321813101 0.0020045937417469111 0.0026274197917674279 0.0072576542489902925 0.0024924992063015037 -0.0042505886403823821 0.0016839586228309653 0.009127940139506581 0.0028360754841213294 0.0060836611370891107
leaf_weight=64 64 53 55 53 98 108 102 176 82 55 77 174 77 237 112 52 108 153 428
leaf_count=64 64 53 55 53 98 108 102 176 82 55 77 174 77 237 112 52 108 153 428
internal_value=0 0.00302297 0.0040317 0.00103825 0.0044266 0.00486423 0.00447994 0.00266585 0.000429821 0.00123063 -0.0033084 -5.37087e-05 0.00248522 0.00158098 0.00032338 -0.00365499 0.00537258 0.00598064 0.00523154
internal_weight=0 2212 1466 746 1402 1304 1249 566 693 611 132 282 479 426 349 116 284 683 581
internal_count=2328 2212 1466 746 1402 1304 1249 566 693 611 132 282 479 426 349 116 284 683 581
is_linear=0
shrinkage=0.16829


Tree=7856
num_leaves=13
num_cat=0
split_feature=9 13 41 12 13 157 15 133 12 133 156 13
split_gain=0.135919 0.102155 0.129534 0.317255 0.11479 0.0864052 0.0851428 0.0780978 0.0887286 0.0835584 0.0895065 0.0818879
threshold=-1.0000000180025095e-35 -0.16392499999999996 0.077300000000000021 0.082295000000000021 -0.097199999999999995 0.10119000000000002 -0.080944999999999989 0.11588000000000002 0.097510000000000013 0.09635500000000001 0.089725000000000013 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 -3 7 -2 9 11 10 -6 -9
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0050042364542185764 0.0020283539384838216 0.0097139193342533521 0.0062467239402629621 -0.012331808551572876 0.0028182125888811128 -0.0023588053615504079 -0.0062676673045788511 -0.0053415137503061315 0.0043596393373474185 0.0089518330372436589 0.0073983283104816066 0.0023966324643993142
leaf_weight=71 73 71 52 52 1391 87 67 93 96 76 133 66
leaf_count=71 73 71 52 52 1391 87 67 93 96 76 133 66
internal_value=0 0.00246609 0.0027576 -0.00302527 0.00305726 0.00281296 -0.00192905 0.00305649 0.000313499 0.00349253 0.0032191 -0.00211815
internal_weight=0 2257 2117 104 2013 1942 140 1855 255 1600 1524 159
internal_count=2328 2257 2117 104 2013 1942 140 1855 255 1600 1524 159
is_linear=0
shrinkage=0.16829


Tree=7857
num_leaves=21
num_cat=0
split_feature=42 3 52 52 3 132 3 133 1210 42 13 160 15 160 16 42 13 52 16 3
split_gain=0.127158 0.0979273 0.195021 0.133887 0.136019 0.119508 0.217949 0.115827 0.115644 0.100135 0.0934209 0.0901804 0.0663512 0.0610727 0.0757176 0.0476123 0.0457778 0.0313342 0.062084 0.0464157
threshold=-0.093464999999999979 -0.15500999999999998 -1.0000000180025095e-35 0.085020000000000012 -0.081224999999999978 0.10790500000000001 0.31370500000000007 0.0024650000000000006 -0.063274999999999984 0.086555000000000007 1.0000000180025095e-35 -0.10712499999999998 -0.42443999999999993 -0.50660999999999989 -0.046599999999999996 -0.013204999999999998 0.18997000000000003 0.12371000000000001 -0.082909999999999984 -0.018739999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 5 7 6 8 9 -3 15 -1 -10 -13 -6 17 -5 -12 18 -15 -19
right_child=1 3 -4 4 13 -7 -8 -9 11 -11 16 12 -14 14 -16 -17 -18 19 -20 -21
leaf_value=0.010549104034463831 0.0022054057130106363 -0.0067344130998938535 -0.010419093008788981 0.0095118395384093529 0.0065687418590125082 0.0086434588943129394 -0.0099754631446055241 0.0019300814691983689 -0.0055435707146676231 0.015007430764413725 0.00013981407917221643 -0.0040153638162294062 0.0019194014635638592 -0.0038455776590123627 -0.0037216574922369571 0.0029294541614231341 0.006473584129994517 0.0010647282851298206 0.0041501272840400293 0.0079215687779611871
leaf_weight=76 88 53 57 67 59 53 54 101 52 56 70 56 1059 54 82 60 61 62 56 52
leaf_count=76 88 53 57 67 59 53 54 101 52 56 70 56 1059 54 82 60 61 62 56 52
internal_value=0 0.00147151 -0.00274494 0.00178183 0.00376342 0.00081133 0.000484093 0.00652748 0.00094853 0.00905503 0.00584541 0.00129899 0.00161972 0.00160783 0.00064544 0.0064162 0.00310284 0.00225213 0.00020863 0.00420817
internal_weight=0 2121 145 1976 649 1327 1274 284 1220 183 207 1167 1115 365 306 127 131 224 110 114
internal_count=2328 2121 145 1976 649 1327 1274 284 1220 183 207 1167 1115 365 306 127 131 224 110 114
is_linear=0
shrinkage=0.16829


Tree=7858
num_leaves=23
num_cat=0
split_feature=483 3 124 15 4 15 4 4 160 12 4 4 12 42 4 4 456 15 4 4 3 12
split_gain=0.108485 0.0853768 0.127322 0.156025 0.269602 0.202515 0.122863 0.0962573 0.155254 0.087146 0.104472 0.136091 0.111743 0.0912712 0.073036 0.129247 0.0536722 0.0499303 0.0387501 0.10373 0.0625456 0.0222581
threshold=0.11006000000000002 -0.008649999999999998 -0.083859999999999976 -0.039984999999999993 -0.37626499999999991 1.0000000180025095e-35 0.50373500000000015 -0.1075 -1.0000000180025095e-35 0.083425000000000013 0.062150000000000004 0.10896500000000002 0.10031500000000002 -0.031194999999999997 0.0047850000000000011 0.10896500000000002 0.088285000000000016 -0.087984999999999994 -0.081759999999999985 -0.083584999999999979 -0.073309999999999986 0.086395000000000013
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 7 -3 6 -5 -6 14 8 -1 13 16 -12 -13 -9 -4 -16 18 -15 19 -11 -20 -10
right_child=-2 2 3 4 5 -7 -8 9 21 10 11 12 -14 17 15 -17 -18 -19 20 -21 -22 -23
leaf_value=-0.0094659164287517628 0.0079844453353942694 -0.0084484113885757595 0.00015841130291653087 0.0049000272397119651 -0.016203103497029057 -0.0013798027048062128 -0.0034124729710201546 0.011637424537602185 0.0039180114351902032 0.001841742151217396 -0.0092438972585626288 0.0054632031099909736 -0.0046676518299242058 0.0063883778812427131 0.013246506049659046 0.0024052471832472807 0.0073279429121173969 0.00027831971097217026 0.00085211980794088751 0.0088706815087643553 0.0045524263708022327 -0.00054747910997321675
leaf_weight=53 72 53 56 65 53 52 62 52 55 220 52 70 55 79 59 67 59 74 706 82 159 73
leaf_count=53 72 53 56 65 53 52 62 52 55 220 52 70 55 79 59 67 59 74 706 82 159 73
internal_value=0 0.00134257 -0.000680918 0.000309132 -0.00360007 -0.00887915 0.00304012 0.00187178 -0.00180204 0.00228643 0.00181096 -0.00200553 0.000991254 0.00553179 0.00524813 0.00749597 0.00236341 0.00344493 0.00211088 0.00375621 0.00153437 0.00135725
internal_weight=0 2256 467 414 170 105 244 1789 181 1608 1403 177 125 205 182 126 1226 153 1167 302 865 128
internal_count=2328 2256 467 414 170 105 244 1789 181 1608 1403 177 125 205 182 126 1226 153 1167 302 865 128
is_linear=0
shrinkage=0.16829


Tree=7859
num_leaves=11
num_cat=0
split_feature=1210 10 0 47 483 131 1427 1455 0 1446
split_gain=0.0895501 0.0792189 0.0826205 0.0730803 0.0693035 0.0805902 0.0782821 0.0742998 0.0971727 0.0784267
threshold=-0.080859999999999974 -1.0000000180025095e-35 -0.067969999999999989 0.11596500000000001 0.11006000000000002 0.11644500000000001 0.086130000000000012 0.083760000000000015 -0.084444999999999978 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 9 -9 -3
right_child=1 3 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.0037385445560115605 0.001619452588553346 0.0022599374590724555 -0.00734531422427277 -0.0028126907364057273 0.0072868112992499181 -0.0043432011253529664 0.007665937007286492 -0.0074948043785968794 0.0022447913012867953 -0.0037800972112158378
leaf_weight=96 59 1650 57 95 67 59 66 55 61 63
leaf_count=96 59 1650 57 95 67 59 66 55 61 63
internal_value=0 0.00150594 -0.00277016 0.0017412 0.00195615 0.00177245 0.00196381 0.00175707 -0.00235763 0.00203675
internal_weight=0 2232 116 2116 2021 1954 1895 1829 116 1713
internal_count=2328 2232 116 2116 2021 1954 1895 1829 116 1713
is_linear=0
shrinkage=0.16829


Tree=7860
num_leaves=23
num_cat=0
split_feature=1 3 4 123 47 4 0 1 3 1 0 4 51 1 0 4 1 0 0 160 15 4
split_gain=18.396 2.74207 1.63162 1.45651 1.15853 1.04071 0.60184 0.575684 0.406288 0.358638 0.276767 0.249268 0.234357 0.16295 0.439215 0.2429 0.145818 0.20769 0.182734 0.107902 0.0947244 0.022856
threshold=0.10491000000000002 -0.058704999999999993 0.36766000000000004 1.0000000180025095e-35 0.098400000000000015 0.036620000000000007 -0.076539999999999983 0.13604000000000002 0.0025650000000000004 0.11588000000000001 -0.081574999999999995 -0.096364999999999992 0.11452500000000002 0.081925000000000012 0.040035000000000008 -0.17689999999999997 0.085425000000000015 -0.092904999999999988 -0.097414999999999988 -1.0000000180025095e-35 0.092725000000000016 0.15484000000000003
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 9 5 7 6 11 8 -3 -2 19 -1 16 14 20 -15 18 -18 -13 -7 -8 -21
right_child=1 4 -4 -5 -6 10 13 -9 -10 -11 -12 12 -14 15 -16 -17 17 -19 -20 21 -22 -23
leaf_value=0.001593768734359283 0.0013545127758740675 0.00024030490647732614 0.00048890604260143778 0.00083950845717699818 0.0007873884914456887 0.0013053194069200921 0.0011780623443699884 0.00010027239200503084 0.00056960652919297271 0.00096477271918950539 0.00093615262566335022 0.0015892765682850283 0.0011459807117313451 0.0014405621147635674 0.00091917798018097932 0.0011720839343772708 0.0011155521956415994 0.0013542297788416389 0.0013847794160839208 0.0011678173789017121 0.001336050083352071 0.0010611133942072337
leaf_weight=56 53 77 63 78 65 53 99 102 88 52 77 54 53 78 59 74 52 201 664 63 82 53
leaf_count=56 53 77 63 78 65 53 99 102 88 52 77 54 53 78 59 74 52 201 664 63 82 53
internal_value=0 0.000566013 0.000909696 0.0012818 0.000391996 0.00130186 0.00133517 0.000295607 0.000416146 0.00116183 0.00110237 0.00137564 0.00136367 0.00122361 0.00116869 0.00131009 0.00137552 0.00130531 0.00140021 0.00117789 0.00124983 0.00111937
internal_weight=0 500 168 1796 332 1718 1472 267 165 105 246 1080 1024 392 240 152 971 253 718 169 181 116
internal_count=2296 500 168 1796 332 1718 1472 267 165 105 246 1080 1024 392 240 152 971 253 718 169 181 116
is_linear=0
shrinkage=0.0032998


Tree=7861
num_leaves=12
num_cat=0
split_feature=133 1212 4 2 14 14 48 159 1453 133 13
split_gain=0.130106 0.193172 0.163436 0.116654 0.0650274 0.0628781 0.0838012 0.0836382 0.109353 0.0887978 0.0447544
threshold=-0.088524999999999979 0.073745000000000019 0.0066850000000000008 0.16730000000000003 0.076175000000000007 -0.10708499999999999 -0.078084999999999974 -0.46319999999999995 -0.066944999999999991 -0.040449999999999993 -0.021674999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -2 -7 -8 -9 -10 -1
right_child=3 -3 -4 -5 -6 6 7 8 9 -11 -12
leaf_value=0.0034372135946553538 0.0063926905482942151 0.015101038020653264 0.010214777404662145 -0.005759532793704991 0.0080596404272016194 -0.0038503629888427186 0.0084875281451193586 -0.005241958906960339 -0.0024348514982616832 0.0024709113608139999 -0.0019012970709011952
leaf_weight=98 91 52 79 53 53 70 56 59 112 1492 81
leaf_count=98 91 52 79 53 53 70 56 59 112 1492 81
internal_value=0 0.00573181 0.00383647 0.00202026 0.0022345 0.00206933 0.00184841 0.00208152 0.00186472 0.00212724 0.00101143
internal_weight=0 310 258 1986 1933 1880 1789 1719 1663 1604 179
internal_count=2296 310 258 1986 1933 1880 1789 1719 1663 1604 179
is_linear=0
shrinkage=0.16829


Tree=7862
num_leaves=13
num_cat=0
split_feature=1213 3 3 3 3 40 40 150 475 131 49 11
split_gain=0.166926 0.125825 0.109204 0.162126 0.154435 0.132232 0.122746 0.0682685 0.0592619 0.0704244 0.067728 0.0471957
threshold=-0.10863999999999999 -0.080734999999999987 -0.14443999999999999 -0.16324999999999998 -0.116045 -0.08440499999999998 -0.079179999999999987 -0.088794999999999985 -0.0029899999999999996 0.095205000000000026 0.089570000000000011 0.080150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -4 -6 -7 -8 10 -10 -9 -2
right_child=2 -3 4 -5 5 6 7 8 9 -11 -12 -13
leaf_value=0.014293255471693907 0.0054441561026335383 0.0029567949094027931 -0.0074786774429918407 0.011394433750030119 -0.0045792974527623072 0.0091423991995960869 0.0074791604900757997 0.0024061084244794929 0.00062807283851849425 0.0042793890331834479 0.0089321115719199311 -0.0012551495952819553
leaf_weight=54 52 58 54 80 92 65 56 222 1267 170 57 69
leaf_count=54 52 58 54 80 92 65 56 222 1267 170 57 69
internal_value=0 0.00843863 0.00177185 0.00551266 0.00139177 0.00164102 0.00195352 0.00168881 0.0014988 0.00106128 0.00374582 0.00160904
internal_weight=0 112 2184 201 1983 1929 1837 1772 1716 1437 279 121
internal_count=2296 112 2184 201 1983 1929 1837 1772 1716 1437 279 121
is_linear=0
shrinkage=0.16829


Tree=7863
num_leaves=18
num_cat=0
split_feature=3 3 376 51 12 12 42 3 3 1213 41 160 1427 51 3 3 42
split_gain=4.11594 1.45875 0.560511 0.546921 0.524184 0.35647 0.290358 0.27182 0.238741 0.129326 0.117522 0.0854824 0.0911974 0.136075 0.0587327 0.0561303 0.0438029
threshold=-0.049204999999999992 0.31343500000000007 0.086100000000000024 -0.092119999999999994 0.023990000000000004 0.10823500000000001 0.093045000000000003 0.11745500000000002 -0.0047649999999999993 -0.10863999999999999 0.075585000000000013 -0.52742999999999995 1.0000000180025095e-35 -0.090074999999999988 0.08734500000000002 -0.01435 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 9 7 8 15 -6 11 -11 13 -13 -10 -5 -7
right_child=1 -3 -4 6 5 16 -8 -9 14 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.00052253218863599553 0.00082128711258188248 8.8418010037092921e-05 0.00023729347875896587 0.00060214497806239137 0.00096139542276343839 0.00072828064132541355 0.00036068153516644746 0.00041246244778756424 0.00081690732874118788 0.00071794866036016829 0.00096706651808366455 0.00073082432819171234 0.00097122159872258657 0.00084192588358623986 0.00067178025878059978 0.00044426718874069558 0.00060632145807706765
leaf_weight=64 97 81 52 52 99 72 77 74 59 77 73 142 54 1028 74 52 69
leaf_count=64 97 81 52 52 99 72 77 74 59 77 73 142 54 1028 74 52 69
internal_value=0 0.000501724 0.000564 0.000598956 0.00081691 0.000828561 0.000543282 0.000588379 0.000643158 0.000843826 0.000835329 0.00082791 0.000834798 0.000828472 0.000736425 0.000523545 0.000668848
internal_weight=0 618 537 485 1678 1614 388 311 237 1473 1374 1301 1224 1170 133 104 141
internal_count=2296 618 537 485 1678 1614 388 311 237 1473 1374 1301 1224 1170 133 104 141
is_linear=0
shrinkage=0.0032998


Tree=7864
num_leaves=17
num_cat=0
split_feature=15 13 39 16 150 15 474 132 15 481 16 133 15 16 16 16
split_gain=2.7948 1.6022 0.903097 0.56618 0.563708 0.230901 0.221961 0.196576 0.148787 0.135359 0.132087 0.129181 0.119444 0.118846 0.11533 0.104127
threshold=-0.24269999999999997 -0.16392499999999996 0.081875000000000017 -0.44010499999999991 0.10980500000000001 0.041820000000000003 0.10523500000000001 0.086775000000000005 0.11469500000000001 -0.081334999999999977 -0.095494999999999983 0.087035000000000015 -0.087404999999999983 -0.085314999999999988 -0.038799999999999994 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 5 6 7 9 10 -3 -7 12 -4 -5 -10 -12
right_child=1 2 11 13 -6 8 -8 -9 14 -11 15 -13 -14 -15 -16 -17
leaf_value=0.0005151333915207997 0.00029516549057618895 0.0008882148731850938 0.00067575068553356473 4.4062927447795259e-05 0.00048266892027014514 0.00097059109699431084 0.00093816032140979727 0.0005659234543307298 0.0006018367373408518 0.00072481997356869574 0.00079921359581111508 0.00037021489291848823 0.0004676847071385516 0.00025731960751392284 0.00080319156398484686 0.00093438711362080283
leaf_weight=82 94 62 60 55 78 69 56 82 62 731 548 52 64 60 67 74
leaf_count=82 94 62 60 55 78 69 56 82 62 731 548 52 64 60 67 74
internal_value=0 0.00071684 0.000736592 0.000305452 0.000758356 0.000770616 0.000734652 0.000721587 0.000811406 0.000737639 0.000830904 0.000510219 0.000568646 0.000155634 0.000706689 0.000815352
internal_weight=0 2099 2005 197 1829 1751 931 875 820 793 691 176 124 115 129 622
internal_count=2296 2099 2005 197 1829 1751 931 875 820 793 691 176 124 115 129 622
is_linear=0
shrinkage=0.0032998


Tree=7865
num_leaves=25
num_cat=0
split_feature=4 123 13 4 16 13 16 15 13 4 15 4 4 4 16 156 16 52 4 133 133 48 151 133
split_gain=6.07647 2.23912 1.3531 0.448998 0.371893 0.336394 0.365579 0.545934 0.282512 0.213701 0.243017 0.180613 0.385434 0.164422 0.20421 0.147879 0.311405 0.369093 0.125055 0.0752692 0.0786539 0.0743122 0.07895 0.0485364
threshold=0.30163500000000004 1.0000000180025095e-35 -0.28558999999999996 -0.072529999999999983 -0.14483499999999996 -0.061199999999999991 1.0000000180025095e-35 -0.045404999999999994 -0.014114999999999997 0.59999500000000017 -0.18708499999999997 -0.0062699999999999987 -0.022999999999999996 0.046720000000000005 -0.16927999999999996 0.090310000000000015 -0.0011349999999999999 -0.11756999999999999 0.0099250000000000015 0.12032500000000002 -0.15186499999999997 0.087215000000000015 -0.083294999999999994 0.40438500000000005
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 2 -1 15 9 13 11 -8 -3 10 -2 12 -7 21 -15 16 19 -18 -13 20 -4 22 -5 -21
right_child=4 8 3 5 -6 6 7 -9 -10 -11 -12 18 -14 14 -16 -17 17 -19 -20 23 -22 -23 -24 -25
leaf_value=0.00061027321739767087 0.000810639888690895 0.00083337784819122857 0.0010958599977076045 0.0012483007848371644 0.00028445411661015958 0.0011244384603327964 0.0010278780910337845 0.00059053497438047483 0.00053076350167483217 0.00042148549870542855 0.00052381289631740411 0.0012202880947169838 0.00075534846900817668 0.0011448152861402222 0.00088686831265357661 0.0013175344321874559 0.0012327309709262175 0.00087667073514221367 0.0010531891283730515 0.0010528250930643202 0.0012284470436954688 0.0010509180225482619 0.0011375050392679541 0.0011796610658720169
leaf_weight=61 64 60 62 101 57 68 77 53 79 58 67 81 58 68 70 71 52 85 142 70 394 83 319 82
leaf_count=61 64 60 62 101 57 68 77 53 79 58 67 81 58 68 70 71 52 85 142 70 394 83 319 82
internal_value=0 0.00106724 0.00109545 0.00111072 0.000519277 0.00106747 0.0010006 0.000849848 0.000661642 0.00058991 0.000664211 0.00105666 0.00095482 0.00111738 0.00101423 0.00117005 0.00115594 0.00101207 0.00111404 0.0011883 0.0012105 0.0011456 0.00116423 0.00112148
internal_weight=0 2136 1997 1936 246 1120 479 130 139 189 131 349 126 641 138 816 745 137 223 608 456 503 420 152
internal_count=2382 2136 1997 1936 246 1120 479 130 139 189 131 349 126 641 138 816 745 137 223 608 456 503 420 152
is_linear=0
shrinkage=0.0032998


Tree=7866
num_leaves=21
num_cat=0
split_feature=1 3 2 2 2 0 2 14 0 160 16 1 4 15 16 16 4 15 0 16
split_gain=6.35949 2.16897 0.794015 0.537115 0.522736 0.503912 0.372276 0.355768 0.258416 0.287887 0.248526 0.233252 0.188085 0.150669 0.137407 0.109607 0.0985965 0.0848494 0.0786821 0.0698575
threshold=0.10141500000000002 -0.058704999999999993 0.14721500000000001 -1.0000000180025095e-35 0.11043500000000002 -0.081854999999999997 0.09857500000000001 0.062655000000000016 -0.10566999999999999 -0.094954999999999984 -0.040964999999999994 0.083555000000000018 -0.010189999999999999 -0.036064999999999993 0.0023100000000000004 0.40052000000000004 -0.26545999999999997 -0.040804999999999994 -0.072529999999999983 0.037060000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 12 10 7 8 11 13 -5 -1 -2 -10 17 -16 -11 -8 19 -18
right_child=1 2 -4 5 -6 -7 14 -9 9 16 -12 -13 -14 -15 15 -17 18 -19 -20 -21
leaf_value=0.00085352684918075996 0.00094938379471543283 0.00013835497606721553 -8.9244914521658463e-06 0.00045036750798361982 0.00046913286594033016 0.00070069030144973043 0.00074293241666408059 0.0011084106032072316 0.0006165400537940796 0.001031184566318781 0.00017177417284303985 0.00055076176958311434 0.00071096539359926682 0.00082247461136958247 0.00058530672470525843 0.00075721751301115257 0.00090174404577651225 0.00089187573956608251 0.00078579289590988144 0.00080788743097652028
leaf_weight=57 69 79 74 101 67 65 96 65 66 54 54 56 80 101 78 91 852 82 90 105
leaf_count=57 69 79 74 101 67 65 96 65 66 54 54 56 80 101 78 91 852 82 90 105
internal_value=0 0.000449185 0.000296643 0.000372386 0.00071244 0.000456265 0.00084454 0.000867983 0.000856641 0.000870234 0.000353536 0.000703796 0.00082161 0.000741298 0.000746749 0.000678083 0.000889759 0.000811745 0.000882432 0.000891483
internal_weight=0 589 373 299 216 220 1793 1446 1381 1268 155 113 149 167 347 169 1101 178 1047 957
internal_count=2382 589 373 299 216 220 1793 1446 1381 1268 155 113 149 167 347 169 1101 178 1047 957
is_linear=0
shrinkage=0.0032998


Tree=7867
num_leaves=20
num_cat=0
split_feature=4 12 42 16 12 4 42 16 12 51 12 4 4 42 12 4 16 52 16
split_gain=3.32895 1.33693 0.591102 0.542664 0.371985 0.318368 0.312581 0.312415 0.320217 0.214808 0.355853 0.352441 0.166911 0.161279 0.138595 0.0825969 0.0532881 0.0637647 0.0482157
threshold=0.30163500000000004 -0.011819999999999999 -0.0043149999999999994 -0.14483499999999996 -0.09168999999999998 0.0030100000000000001 0.12253000000000001 -0.36241499999999999 0.085635000000000003 -0.10942499999999998 0.081420000000000006 -0.053824999999999991 -0.15618499999999999 0.086700000000000013 0.083785000000000012 -0.051459999999999992 -0.065999999999999989 -0.071919999999999984 -0.5103049999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 -4 6 9 -7 -9 15 11 -11 -12 18 -14 -3 -10 -18 -2
right_child=3 5 4 -5 -6 7 -8 8 16 10 12 -13 14 -15 -16 -17 17 -19 -20
leaf_value=0.0007127963895041746 0.00051963212499160009 0.00097238153279511469 0.00054020523915311201 1.4759683222995949e-05 0.00019805063872064394 0.00080510016714253809 0.00049895330387925618 0.00040099281264026484 0.00071512003293373969 0.00073074518585395623 0.00061548579657307457 0.00037826762198498175 0.0009224495185760328 0.00025148283266605544 0.00076715581669562492 0.00079594135418294229 0.00068784441225821526 0.0005346964954131958 0.00038441895724784959
leaf_weight=66 63 69 58 57 87 102 52 73 96 74 77 54 69 67 1077 56 60 66 59
leaf_count=66 63 69 58 57 87 102 52 73 96 74 77 54 69 67 1077 56 60 66 59
internal_value=0 0.000703241 0.000453447 0.000297617 0.000335155 0.000730603 0.000752375 0.000646715 0.000591832 0.000761279 0.000749009 0.000582319 0.000766426 0.000382737 0.000776537 0.000893618 0.000654426 0.000607904 0.000454531
internal_weight=0 2136 211 246 145 1925 1528 397 295 1476 1351 128 1223 189 1146 125 222 126 122
internal_count=2382 2136 211 246 145 1925 1528 397 295 1476 1351 128 1223 189 1146 125 222 126 122
is_linear=0
shrinkage=0.0032998


Tree=7868
num_leaves=13
num_cat=0
split_feature=4 16 1446 4 1456 376 47 4 157 47 47 157
split_gain=0.0875164 0.34521 0.0902029 0.102428 0.13379 0.0816189 0.0978536 0.0713223 0.0747602 0.055063 0.0427675 0.0415325
threshold=0.50373500000000015 -0.11118499999999999 0.10428500000000002 -0.50086499999999989 -0.090954999999999994 0.080200000000000007 0.083310000000000009 -0.13833499999999996 -0.087424999999999989 0.094825000000000007 0.12033500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 -5 6 7 -6 -9 -8 -11 -1
right_child=1 -3 -4 4 5 -7 9 8 -10 10 -12 -13
leaf_value=0.0064012823758827671 0.006891083275979989 -0.010555495480059478 -0.0020912343048996602 -0.002209075509690313 0.00026160439961342414 -0.00016835560131215593 0.012433547099277988 -0.00032831839501316776 0.0050958931423673868 0.0050581050859041122 0.010580088111142284 0.013134323585047666
leaf_weight=52 84 52 55 80 104 89 63 75 1476 140 57 55
leaf_count=52 84 52 55 80 104 89 63 75 1476 140 57 55
internal_value=0 0.000207122 0.00461743 0.00478666 0.00452434 0.00479403 0.0050256 0.0045463 0.00483244 0.00806964 0.00666496 0.00987898
internal_weight=0 136 2246 2191 2084 2004 1915 1655 1551 260 197 107
internal_count=2382 136 2246 2191 2084 2004 1915 1655 1551 260 197 107
is_linear=0
shrinkage=0.16829


Tree=7869
num_leaves=14
num_cat=0
split_feature=14 12 12 1 483 483 1446 4 3 4 0 1 0
split_gain=0.137294 0.0789627 0.104013 0.112792 0.0878928 0.108575 0.0885061 0.0762321 0.0878176 0.18125 0.0854541 0.0593147 0.0409864
threshold=-0.31455999999999995 -0.11875499999999999 -0.078454999999999983 0.10141500000000002 0.08981500000000002 0.097880000000000009 0.090300000000000005 -0.50086499999999989 0.10812000000000001 0.056815000000000011 0.024745000000000003 0.111945 -0.078209999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -4 10 -10 -9 -5 -7
right_child=1 2 4 11 5 12 -8 8 9 -11 -12 -13 -14
leaf_value=-0.0036978272728879239 0.0097481383882025933 0.0059899513362259198 0.0093840345016699047 -0.0074210053358868995 -0.006085683308054912 0.0063265936334363938 -0.0019621804434029467 0.0048828107368454566 -0.0056799822969143127 0.0072965500898085215 -0.00083930734089211322 0.00043811135803053901 -5.3854396593474712e-05
leaf_weight=70 63 52 88 55 52 58 61 1574 70 54 77 53 55
leaf_count=70 63 52 88 55 52 58 61 1574 70 54 77 53 55
internal_value=0 0.00385451 0.00368862 -0.000436655 0.00400544 0.000266253 0.00432518 0.00453201 0.00429044 -1.44231e-05 0.00461485 -0.00354758 0.00320517
internal_weight=0 2312 2249 160 2089 165 1924 1863 1775 124 1651 108 113
internal_count=2382 2312 2249 160 2089 165 1924 1863 1775 124 1651 108 113
is_linear=0
shrinkage=0.16829


Tree=7870
num_leaves=9
num_cat=0
split_feature=1 149 41 151 150 0 34 4
split_gain=0.181222 0.132391 0.108478 0.0967277 0.109565 0.106816 0.0957194 0.147921
threshold=0.14967500000000003 0.079000000000000015 0.088520000000000015 0.009020000000000002 -0.086544999999999983 -0.22384499999999996 -1.0000000180025095e-35 0.36766000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.0039061852394456698 -0.0066416885918729662 0.011076458393478877 0.010376865718372102 -0.0022231147683149533 0.010445207935370336 0.0090122997120810396 0.0033457388708022806 -0.0031156936805769608
leaf_weight=59 52 62 58 96 60 78 1794 106
leaf_count=59 52 62 58 96 60 78 1794 106
internal_value=0 0.00339307 0.00318065 0.0029895 0.00322899 0.00343644 0.00322293 0.00298431
internal_weight=0 2313 2251 2193 2097 2038 1978 1900
internal_count=2365 2313 2251 2193 2097 2038 1978 1900
is_linear=0
shrinkage=0.16829


Tree=7871
num_leaves=12
num_cat=0
split_feature=4 149 475 4 124 41 0 457 52 51 11
split_gain=0.151031 0.09694 0.0779084 0.0921432 0.116182 0.113622 0.0735532 0.0885664 0.051051 0.0585447 0.0286388
threshold=0.59999500000000017 0.079000000000000015 -0.084169999999999981 -0.5093899999999999 -0.084524999999999989 0.07677500000000001 -0.23141499999999995 0.083415000000000017 -0.15337499999999996 -0.085764999999999994 0.074925000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 -5 6 -6 -8 -1 -10 -7
right_child=-2 -3 3 4 5 10 7 -9 9 -11 -12
leaf_value=0.0020272266164592045 -0.0060673188612119441 0.0093154966749339173 -0.0045474286476298439 -0.0035675907370049781 0.0084613062487181468 0.010836642709492259 0.0026095046634994541 -0.0023779361285080243 0.011594255464277902 0.0040508582139596834 0.0052837445031658657
leaf_weight=61 55 64 53 84 57 55 1656 107 63 56 54
leaf_count=61 55 64 53 84 57 55 1656 107 63 56 54
internal_value=0 0.00284596 0.00266081 0.00236682 0.00254975 0.00281707 0.00249956 0.00230579 0.00602522 0.00805952 0.00810215
internal_weight=0 2310 2246 2066 2013 1929 1820 1763 180 119 109
internal_count=2365 2310 2246 2066 2013 1929 1820 1763 180 119 109
is_linear=0
shrinkage=0.16829


Tree=7872
num_leaves=16
num_cat=0
split_feature=12 0 34 43 160 3 3 48 52 49 150 475 15 43 47
split_gain=0.0961222 0.185155 0.109533 0.101921 0.112553 0.0753452 0.187836 0.149399 0.143424 0.0805841 0.0939035 0.0830844 0.0679779 0.0458643 0.0185043
threshold=-0.090699999999999989 -0.081854999999999997 -1.0000000180025095e-35 -0.23596999999999999 -0.54119499999999987 -0.049204999999999992 -0.0083149999999999977 0.092265000000000014 0.0085900000000000021 -0.0096099999999999988 0.084495000000000015 -0.085684999999999997 -0.094124999999999986 -0.45791499999999996 0.085770000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 13 -5 7 -7 9 12 10 -6 -11 -8 -4 -9
right_child=2 -3 3 4 5 6 8 14 -10 11 -12 -13 -14 -15 -16
leaf_value=0.0023282256071583823 0.0089406087135075907 -0.010044434442769413 0.0041442372891698619 0.0091565276744033086 -0.0072195518226807406 -0.0089293769497717276 -0.001037334123341667 0.0098392889005230657 -0.0062399914920476364 0.0072995158164670497 0.0014715553562705791 0.0018483881024672561 0.0047632537141732425 0.010785605646828464 0.0056094106499510656
leaf_weight=100 72 52 71 60 58 61 83 66 59 85 89 1218 181 52 58
leaf_count=100 72 52 71 60 58 61 83 66 59 85 89 1218 181 52 58
internal_value=0 -0.00189271 0.0024759 0.00225765 0.00196975 0.0017486 -0.000360932 0.0022644 0.0012517 0.00178333 -0.00194537 0.00220537 0.00293278 0.00696658 0.00787529
internal_weight=0 152 2213 2141 2018 1958 384 1574 323 1450 147 1303 264 123 124
internal_count=2365 152 2213 2141 2018 1958 384 1574 323 1450 147 1303 264 123 124
is_linear=0
shrinkage=0.16829


Tree=7873
num_leaves=16
num_cat=0
split_feature=1 41 158 49 456 43 457 1 50 157 1 13 4 13 12
split_gain=0.108889 0.0640736 0.0642318 0.0517703 0.0600924 0.087524 0.0731557 0.0791179 0.0578793 0.0592123 0.0572398 0.0477893 0.0412439 0.0291199 0.0280083
threshold=0.14967500000000003 0.07831500000000001 0.085900000000000018 0.15093000000000004 0.081240000000000021 -0.085054999999999978 0.079590000000000008 0.085425000000000015 0.10450500000000001 -0.082134999999999986 0.096575000000000008 -0.13710499999999998 -0.079939999999999983 -0.083814999999999987 0.095165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 -8 9 -1 -10 -3 -4 -14 -15
right_child=-2 11 12 -5 5 -7 7 -9 10 -11 -12 -13 13 14 -16
leaf_value=0.0047229821137547154 -0.0057813075545691704 0.0021535044132842455 0.0084700704273798812 -0.0035943143796735985 0.010399911544424567 0.0015043300939784514 0.0030866321484919906 -0.0050348506010750296 0.0026151897862085028 0.00099138507767859078 0.0091097629460250799 0.0091155990699119081 0.0063992725524221403 -0.00073231168130202047 0.004524977121876367
leaf_weight=133 52 53 56 55 53 78 52 97 138 1314 54 61 54 63 52
leaf_count=133 52 53 56 55 53 78 52 97 138 1314 54 61 54 63 52
internal_value=0 0.00199751 0.00179466 0.00148623 0.00163278 0.00511702 0.0013765 -0.00218845 0.00170168 0.00133561 0.00445115 0.0058946 0.00449264 0.00316405 0.00162927
internal_weight=0 2313 2199 1974 1919 131 1788 149 1639 1447 192 114 225 169 115
internal_count=2365 2313 2199 1974 1919 131 1788 149 1639 1447 192 114 225 169 115
is_linear=0
shrinkage=0.16829


Tree=7874
num_leaves=15
num_cat=0
split_feature=4 3 123 2 2 12 0 3 0 2 52 0 3 4
split_gain=11.6666 3.8777 2.36989 1.03657 0.71101 0.431326 0.378124 0.309889 0.388568 0.267154 0.246277 0.171047 0.138634 0.121407
threshold=0.30163500000000004 0.25468500000000005 0.081180000000000016 0.13538500000000001 0.13880500000000004 -0.040564999999999997 -0.074754999999999988 0.094285000000000008 -0.14857499999999998 0.099325000000000011 0.10744000000000002 -0.072364999999999985 -0.012374999999999999 -0.037969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 7 8 -1 -10 12 -4 13 -8
right_child=3 -3 11 -5 -6 -7 10 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0014132906991272754 0.0002947447933084498 0.00027990763756957746 0.00078477292277750381 3.6299226366132076e-05 0.00077524132568407441 0.00063658184854781458 0.0011987369062914617 0.00094384248783758681 0.0012052255386655378 0.0010214183680266064 0.0009339993292396951 0.00051765792130899148 0.00098995540053749363 0.0010645014285394056
leaf_weight=94 69 60 54 79 52 98 229 52 1147 96 92 53 72 118
leaf_count=94 69 60 54 79 52 98 229 52 1147 96 92 53 72 118
internal_value=0 0.0011076 0.00113171 0.000348213 0.00115794 0.000495555 0.0011684 0.00119689 0.00120671 0.00119106 0.00109087 0.000652793 0.00112522 0.00115319
internal_weight=0 2119 2059 246 1952 167 1900 1389 1337 1243 511 107 419 347
internal_count=2365 2119 2059 246 1952 167 1900 1389 1337 1243 511 107 419 347
is_linear=0
shrinkage=0.0032998


Tree=7875
num_leaves=23
num_cat=0
split_feature=4 39 13 1 1 43 0 159 4 2 43 403 13 1 51 159 159 13 43 2 13 159
split_gain=4.79867 1.5935 0.515443 0.408436 0.347771 0.204844 0.202248 0.199509 0.145591 0.144721 0.141221 0.258183 0.136084 0.128549 0.125102 0.112221 0.362504 0.11804 0.0903446 0.0870496 0.0705346 0.019273
threshold=0.30163500000000004 0.081875000000000017 -0.16392499999999996 0.10141500000000002 0.12958500000000003 -0.034884999999999992 -0.042364999999999993 0.095130000000000006 0.42953500000000006 0.13538500000000001 0.0015250000000000001 -0.070299999999999987 -0.090139999999999984 0.085265000000000021 -0.09193999999999998 0.04105000000000001 0.089535000000000017 0.046185000000000004 -0.06656999999999999 0.083935000000000023 0.17001000000000002 0.11576000000000002
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 2 -1 -3 8 6 15 10 -2 -6 13 -12 -13 19 -15 17 -17 18 -4 -7 -19 -18
right_child=4 3 5 -5 9 7 -8 -9 -10 -11 11 12 -14 14 -16 16 21 20 -20 -21 -22 -23
leaf_value=0.00054181890841255938 0.00031358010744571323 0.0006626125112455378 0.00085065412951303577 0.00034023632469412212 0.00031119438320217799 0.00080462008154132743 0.00058522318431143228 0.0010549206169417158 0.00052876780503382961 8.5566961443087633e-05 0.00058218251418208535 0.00098014538301168267 0.00079454953601840715 0.00096366336592117728 0.00077767008565037129 0.00049334496887607328 0.00087334718357080473 0.00062404247178031588 0.00072844654399284242 0.00095257337215283347 0.00079612260230408857 0.00077590180677207792
leaf_weight=75 66 77 548 98 57 57 52 54 74 69 55 56 222 53 182 53 58 52 80 246 59 55
leaf_count=75 66 77 548 98 57 57 52 54 74 69 55 56 222 53 182 53 58 52 80 246 59 55
internal_value=0 0.00078446 0.000811463 0.000482283 0.000314184 0.00082219 0.000787889 0.00085764 0.000427574 0.000187916 0.000845369 0.000790897 0.000832062 0.000879019 0.000819767 0.000799495 0.00072016 0.000817268 0.000835142 0.000924857 0.000715826 0.00082623
internal_weight=0 2132 1957 175 266 1882 957 925 140 126 871 333 278 538 235 905 166 739 628 303 111 113
internal_count=2398 2132 1957 175 266 1882 957 925 140 126 871 333 278 538 235 905 166 739 628 303 111 113
is_linear=0
shrinkage=0.0032998


Tree=7876
num_leaves=23
num_cat=0
split_feature=3 3 43 12 15 3 12 10 0 0 0 1455 15 403 3 42 15 403 15 15 42 0
split_gain=4.30634 1.82269 1.76316 0.612813 0.341996 0.34519 0.305181 0.24192 0.205021 0.146274 0.122701 0.118354 0.129027 0.29335 0.146569 0.141708 0.106831 0.100124 0.0557211 0.0700237 0.066903 0.0421528
threshold=-0.06340999999999998 0.31343500000000007 -0.049364999999999992 0.023990000000000004 -0.085499999999999979 0.11745500000000002 0.099815000000000015 -1.0000000180025095e-35 0.10798500000000001 -0.077584999999999987 -0.10891999999999999 0.090900000000000022 0.079575000000000021 -0.012634999999999999 -0.10468499999999999 0.086635000000000004 -0.13309999999999997 -0.121015 -0.091734999999999983 -0.052259999999999994 -1.0000000180025095e-35 -0.074544999999999986
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 7 -1 10 9 8 -2 11 -6 -4 12 13 -5 -14 -15 -9 -16 -8 -20 -21 -18
right_child=1 -3 4 6 5 -7 18 16 -10 -11 -12 -13 14 15 17 -17 21 -19 19 20 -22 -23
leaf_value=0.00096952505909435067 0.00069465802264524334 0.00059352588804164545 0.0011728683098477658 0.0010751353763169158 0.0015099508537863228 0.0010837102681338416 0.0011141519355595084 0.00080560569826815275 0.0015429370777365662 0.0012969143907450417 0.00096992100375142213 0.0014837106167423463 0.0015350208055870645 0.0013701511780581756 0.00126540795068218 0.0012597859061317643 0.0009205010335028073 0.001370321095540453 0.0013532046851116714 0.0012747569087100392 0.0011214538448861655 0.0010556626092957239
leaf_weight=55 71 100 101 62 69 54 52 57 57 81 52 61 52 285 138 254 61 490 52 74 65 55
leaf_count=55 71 100 101 62 69 54 52 57 57 81 52 61 52 285 138 254 61 490 52 74 65 55
internal_value=0 0.00100681 0.00107552 0.00131454 0.00122351 0.00131288 0.00132607 0.000858844 0.00134506 0.00139515 0.00110412 0.00133663 0.0013296 0.00129319 0.00136173 0.00131821 0.000926023 0.00134732 0.0012166 0.00124431 0.00120332 0.00098489
internal_weight=0 701 601 1697 357 204 1642 244 1399 150 153 1342 1281 601 680 539 173 628 243 191 139 116
internal_count=2398 701 601 1697 357 204 1642 244 1399 150 153 1342 1281 601 680 539 173 628 243 191 139 116
is_linear=0
shrinkage=0.0032998


Tree=7877
num_leaves=14
num_cat=0
split_feature=147 43 0 4 11 3 16 0 13 13 13 4 42
split_gain=0.166944 0.167849 0.333837 0.133071 0.139218 0.205337 0.150577 0.0858196 0.173395 0.142379 0.103654 0.0678317 0.0591799
threshold=0.092780000000000015 -0.16205499999999998 -0.057864999999999993 -0.51003499999999991 0.084110000000000004 -0.10175499999999998 -0.076269999999999991 -0.079854999999999995 -0.090834999999999985 -0.078389999999999974 0.0066850000000000008 -0.085574999999999984 -0.092104999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -3 5 6 -5 10 -9 -10 11 -7 -1
right_child=-2 3 -4 4 -6 7 -8 8 9 -11 -12 -13 -14
leaf_value=0.0076743085472803342 0.013138635339893687 0.012327276871129481 -0.012661156533501553 0.0021818343667215022 0.010192223077667376 0.0073760264809486446 -0.0097848349763006888 -0.003759852345582381 0.01279111245216167 0.0053028268034462731 -0.0041811614814318892 0.0030627664222822328 0.00014516773230280602
leaf_weight=53 54 54 52 66 94 115 54 52 84 520 52 1080 68
leaf_count=53 54 54 52 66 94 115 54 52 84 520 52 1080 68
internal_value=0 0.00366032 -0.00137675 0.00406254 0.00385088 0.00355533 -0.0031882 0.00398151 0.00554331 0.00634722 0.00315847 0.00347935 0.0034579
internal_weight=0 2344 173 2171 2117 2023 120 1903 656 604 1247 1195 121
internal_count=2398 2344 173 2171 2117 2023 120 1903 656 604 1247 1195 121
is_linear=0
shrinkage=0.16829


Tree=7878
num_leaves=13
num_cat=0
split_feature=14 40 43 0 49 43 3 3 0 15 52 133
split_gain=0.145859 0.127751 0.116135 0.170273 0.133418 0.104485 0.121479 0.146874 0.096864 0.0933866 0.0705727 0.0228801
threshold=0.019675000000000002 0.051255000000000002 0.070325000000000013 -0.10220499999999998 -0.15562499999999999 0.053035000000000006 0.11745500000000002 0.09722500000000002 -0.065489999999999979 -0.41971499999999995 -0.025904999999999994 -0.42671999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 9 11 -6 -8 -5
right_child=-2 -3 3 8 5 -7 10 -9 -10 -11 -12 -13
leaf_value=-0.0054796749596050277 0.010343410208698394 -0.0047386827906514949 0.015211214911709545 0.0034714186798385778 -0.0023818411554760452 -0.0035809401526772744 0.0028156423019724849 0.011644163435020012 0.0094965463488539143 0.0035660896536446563 -0.0050456871073485642 -0.0011280023493359674
leaf_weight=54 79 59 52 73 78 66 56 62 67 1624 76 52
leaf_count=54 79 59 52 73 78 66 56 62 67 1624 76 52
internal_value=0 0.00297976 0.00318206 0.00665494 0.00276084 0.00298856 0.00321819 0.00358701 0.00432826 0.00329245 -0.00169697 0.00154369
internal_weight=0 2319 2260 244 2016 1962 1896 1764 192 1702 132 125
internal_count=2398 2319 2260 244 2016 1962 1896 1764 192 1702 132 125
is_linear=0
shrinkage=0.16829


Tree=7879
num_leaves=22
num_cat=0
split_feature=12 10 3 34 13 43 15 15 3 15 15 12 43 3 12 43 133 15 16 11 3
split_gain=8.07277 3.66548 1.80811 0.622274 0.619502 0.453318 0.416332 0.38298 0.367039 0.360675 0.347926 0.316492 0.30621 0.283944 0.281434 0.257537 0.161602 0.113819 0.122945 0.0506168 0.0877727
threshold=-0.040564999999999997 -1.0000000180025095e-35 0.11745500000000002 -0.021334999999999996 0.034905000000000012 0.0015250000000000001 0.029300000000000003 -0.12431499999999999 -0.089199999999999988 -0.25061999999999995 -0.032704999999999991 0.085945000000000008 -0.073404999999999984 0.16158000000000003 0.083785000000000012 -0.081204999999999986 0.11135500000000002 -0.071974999999999983 -0.089834999999999984 0.080320000000000016 -0.116045
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 4 -1 5 6 7 -3 10 -5 -6 -7 -11 -4 -8 -9 -16 -13 -19 20 -12
right_child=1 2 13 9 8 11 14 15 -10 12 19 17 -14 -15 16 -17 -18 18 -20 -21 -22
leaf_value=0.00033955997998684137 0.0003094032154176268 0.0014166406306903845 0.00095002980360423667 0.00051431190011898091 0.00094831209886101636 0.00089659341202988428 0.0015615231128345011 0.001267775016353278 0.00089369862658696553 0.00065064648022230436 0.0013719460751923894 0.0010395514369485298 0.00095221022556424685 0.00061977713989416685 0.0013549613969648811 0.0011341738939534198 0.0012085854937194675 0.0013573451423383937 0.0011680988689913351 0.001149835326279015 0.0011811832120378076
leaf_weight=74 52 101 62 85 67 52 61 301 80 84 56 52 67 54 358 350 114 54 151 64 59
leaf_count=74 52 101 62 85 67 52 61 301 80 84 56 52 67 54 358 350 114 54 151 64 59
internal_value=0 0.00117543 0.00119754 0.000604523 0.00122174 0.0012487 0.00127621 0.00122568 0.00108982 0.000687455 0.00115346 0.00113419 0.000784686 0.000796595 0.00134743 0.001196 0.00131968 0.00118213 0.00121812 0.00123005 0.00127438
internal_weight=0 2088 2036 310 1920 1594 1285 752 326 236 246 309 151 116 533 651 472 257 205 179 115
internal_count=2398 2088 2036 310 1920 1594 1285 752 326 236 246 309 151 116 533 651 472 257 205 179 115
is_linear=0
shrinkage=0.0032998


Tree=7880
num_leaves=24
num_cat=0
split_feature=12 2 2 2 2 52 0 12 3 0 41 43 16 12 3 0 1210 47 0 1446 12 16 3
split_gain=10.3696 2.30578 3.05076 1.57759 1.2632 1.25183 0.604701 0.582589 0.490928 0.271465 0.264839 0.252603 0.480848 0.202026 0.182373 0.163282 0.159708 0.153394 0.11229 0.0805171 0.077339 0.0764904 0.0516563
threshold=0.077755000000000005 0.11517500000000001 -1.0000000180025095e-35 0.12551500000000002 0.092235000000000025 1.0000000180025095e-35 -0.14454499999999995 0.090465000000000004 0.086245000000000016 -0.016419999999999997 0.075585000000000013 0.058500000000000003 -0.17699999999999996 -0.085209999999999994 0.085315000000000016 -0.10120999999999998 -0.061049999999999993 0.092165000000000011 -0.082349999999999993 0.087985000000000022 0.11086000000000001 -0.082354999999999984 -0.096404999999999991
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=1 2 9 7 8 6 -6 10 -4 -1 15 12 -9 -3 -15 -2 -14 19 -13 21 22 -17 -18
right_child=3 13 4 -5 5 -7 -8 11 -10 -11 -12 18 16 14 -16 17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.00070922469242551422 0.00125722314306078 0.00074476969251628634 0.0016834376788819458 0.00088138749613706955 0.00066089300176695493 0.0014667348460230421 0.0010862272015895319 0.00099624900674299011 0.0012547552292136146 0.00039103628254360655 0.0016668782078878893 0.0015741098226571225 0.0011503107073113895 0.00036488076091952828 0.00061434341126909153 0.0014981592633790378 0.0014223816296864342 0.001281905677801579 0.0013770243757282583 0.0015918469563091428 0.0012193440044565465 0.0014218776637720052 0.0013372418418081576
leaf_weight=67 54 64 56 68 75 52 72 53 63 53 61 57 53 53 84 271 123 58 85 55 53 395 347
leaf_count=67 54 64 56 68 75 52 72 53 63 53 61 57 53 53 84 271 123 58 85 55 53 395 347
internal_value=0 0.000883469 0.00101786 0.00137545 0.00118713 0.00102571 0.00086946 0.0013956 0.00145678 0.000568985 0.00145335 0.0013286 0.0012997 0.000590444 0.000518093 0.00143767 0.00132756 0.00145013 0.00145638 0.00146361 0.00134545 0.00145297 0.0013596
internal_weight=0 639 438 1733 318 199 147 1665 119 120 894 771 629 201 137 833 576 779 142 721 523 666 470
internal_count=2372 639 438 1733 318 199 147 1665 119 120 894 771 629 201 137 833 576 779 142 721 523 666 470
is_linear=0
shrinkage=0.0032998


Tree=7881
num_leaves=28
num_cat=0
split_feature=12 2 2 2 2 15 48 12 12 0 0 43 11 43 15 15 157 0 0 0 2 42 13 2 15 133 42
split_gain=4.48694 2.07234 1.94226 0.953897 0.942402 0.40949 0.449853 0.298327 0.25723 0.242587 0.235101 0.234624 0.201873 0.18958 0.257442 0.165911 0.137436 0.167549 0.13686 0.0979284 0.0971582 0.0950898 0.0893888 0.0680982 0.0671964 0.0343106 0.0269781
threshold=0.077755000000000005 0.11517500000000001 -1.0000000180025095e-35 0.12611000000000003 0.092235000000000025 -0.0015749999999999998 0.037750000000000006 0.087805000000000008 -0.085209999999999994 -0.15385999999999997 -0.0042749999999999993 0.058500000000000003 0.085630000000000026 0.00037500000000000006 0.03981500000000001 0.084050000000000014 -0.078064999999999982 -0.096594999999999986 -0.086284999999999987 -0.092514999999999986 0.088745000000000004 0.085355000000000014 -0.042924999999999998 0.087575000000000014 0.089050000000000004 -0.0068049999999999994 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 7 9 6 -6 13 -3 -4 -1 12 16 14 21 -16 -9 -18 -17 -13 -19 23 -10 26 -21 -20 -2
right_child=3 8 4 -5 5 -7 -8 11 22 -11 -12 19 -14 -15 15 18 17 20 25 24 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00055712350159508477 0.0010648316846813106 0.00055544444990337496 0.0013208604619023788 0.00058684460737993974 0.0004663883407976183 0.0010091693304908726 0.0008482979626657232 0.00082599236418311834 0.00020405968850577215 0.0010170300724835876 0.00026064218163422979 0.0011970038789821448 0.00077717751862058516 0.0009116145086133674 0.0013158644498724736 0.0012441688843171476 0.00082098838969498281 0.0010314537590173285 0.0011133773901934394 0.00093877854534653987 0.00094795721142583076 0.00091610433660734394 0.00037578896814221418 0.0011384035714759979 0.0010952943957725485 0.00099044224126067183 0.00095658243737357029
leaf_weight=68 56 64 54 64 60 61 78 81 60 65 52 53 76 86 60 59 74 324 53 61 323 83 77 72 71 67 70
leaf_count=68 56 64 54 64 60 61 78 81 60 65 52 53 76 86 60 59 74 324 53 61 323 83 77 72 71 67 70
internal_value=0 0.000659822 0.000787197 0.000983528 0.000922277 0.000782816 0.000682506 0.000998718 0.000382081 0.0011552 0.000428942 0.000965028 0.000942194 0.00105776 0.00108186 0.00116248 0.000957787 0.000972545 0.00111087 0.00107321 0.000989824 0.00101316 0.000300836 0.00105367 0.00102323 0.00104503 0.00100497
internal_weight=0 639 438 1733 318 199 138 1669 201 119 120 1063 878 606 520 239 802 721 179 185 647 281 137 198 132 120 126
internal_count=2372 639 438 1733 318 199 138 1669 201 119 120 1063 878 606 520 239 802 721 179 185 647 281 137 198 132 120 126
is_linear=0
shrinkage=0.0032998


Tree=7882
num_leaves=17
num_cat=0
split_feature=123 42 14 3 1186 403 1429 1 2 457 49 39 3 43 2 2
split_gain=0.120154 0.132063 0.158175 0.191052 0.203158 0.144046 0.0902856 0.0859049 0.0769687 0.0668637 0.0725151 0.0556612 0.0502123 0.0449293 0.0642605 0.0211269
threshold=0.085740000000000011 -0.087714999999999987 -0.10708499999999999 0.10323000000000002 0.0044650000000000011 -0.087974999999999984 0.083810000000000009 0.10797500000000002 0.087910000000000016 0.085360000000000005 -0.014869999999999998 0.08845500000000002 0.30835000000000007 -0.20207499999999998 0.095935000000000006 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 6 -1 9 -5 -8 10 -4 -2 -9 -7 15 -15
right_child=11 2 3 7 -6 13 8 12 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.005249623565186887 0.0050073299430948093 0.013978319333019573 0.0035688429071899109 -0.0046181615752135226 -0.0034736446918399344 0.0083352915680111033 -0.0022190446421595372 0.0071143035666038721 0.0058458912221392772 0.012403945302296895 0.0074603266735721848 -0.0017963589457755901 -2.097500477999758e-05 0.0031187044002439421 -0.0018893660469629628 0.0075257431389703375
leaf_weight=55 55 74 154 58 55 59 53 53 90 70 1265 89 58 75 54 55
leaf_count=55 55 74 154 58 55 59 53 53 90 70 1265 89 58 75 54 55
internal_value=0 0.00582024 0.00632997 0.00602406 0.00656459 0.00251291 0.00690399 0.000617722 0.00284423 0.00729267 0.00703926 0.000789796 0.00336977 0.00427725 0.00296627 0.00499704
internal_weight=0 2228 1930 1856 1687 298 1632 169 143 1489 1419 144 111 243 184 130
internal_count=2372 2228 1930 1856 1687 298 1632 169 143 1489 1419 144 111 243 184 130
is_linear=0
shrinkage=0.16829


Tree=7883
num_leaves=20
num_cat=0
split_feature=1 3 1 124 2 0 2 1456 3 0 13 151 47 133 403 0 0 2 3
split_gain=6.95284 1.64018 0.55267 0.470437 0.425995 0.333909 0.329172 0.290629 0.23317 0.257046 0.154724 0.20014 0.13318 0.1108 0.0954572 0.0850614 0.0837042 0.0809702 0.0103355
threshold=0.104035 -0.049204999999999992 0.13630500000000004 -0.076779999999999987 -1.0000000180025095e-35 -0.069734999999999978 0.11252000000000002 -0.077769999999999992 0.092330000000000009 -0.14989499999999997 -0.065674999999999983 -1.0000000180025095e-35 0.081320000000000017 0.085980000000000015 -0.098684999999999981 -0.067659999999999984 -0.10120999999999998 0.10713500000000002 0.12031000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 -1 -3 -2 -6 13 9 -9 14 -12 -13 -5 -11 -4 -16 -7 -8
right_child=1 2 15 7 6 17 18 8 -10 10 11 12 -14 -15 16 -17 -18 -19 -20
leaf_value=0.00058948212356043337 0.0008823683524454653 0.00010000441957429286 0.00015891216754713227 0.0010491445505579828 0.0006299323054619546 0.00064354473171000283 0.00036105318808881515 0.0010354340916266577 0.00065272425200196967 0.00098356501994894727 0.00059747838522209188 0.00079862636398609591 0.00096969831446690853 0.00085636034533385507 0.00072346634663772653 -2.5145124717025983e-05 0.00086469314196913375 0.00046829270540444529 0.00029125698836536892
leaf_weight=83 52 54 57 101 62 66 60 72 77 72 52 642 56 52 53 52 602 55 52
leaf_count=83 52 54 57 101 62 66 60 72 77 72 52 642 56 52 53 52 602 55 52
internal_value=0 0.000398705 0.000264453 0.000833717 0.000356887 0.000660021 0.000436407 0.000845092 0.000832013 0.000840903 0.000831396 0.000797547 0.000812402 0.000983853 0.000866267 7.07818e-05 0.000853319 0.000564176 0.000328962
internal_weight=0 510 337 1862 228 173 174 1779 1626 1549 1477 750 698 153 727 109 655 121 112
internal_count=2372 510 337 1862 228 173 174 1779 1626 1549 1477 750 698 153 727 109 655 121 112
is_linear=0
shrinkage=0.0032998


Tree=7884
num_leaves=17
num_cat=0
split_feature=4 2 40 4 3 49 16 2 2 2 160 16 16 376 16 475
split_gain=5.94586 2.12066 1.19147 0.57238 0.441342 0.391576 0.244168 0.236585 0.225443 0.214332 0.204191 0.168413 0.146551 0.141035 0.103428 0.0743635
threshold=0.27161500000000005 0.13388500000000003 -0.026419999999999996 -0.21586499999999997 0.099220000000000017 1.0000000180025095e-35 0.041625000000000002 0.090000000000000011 0.064660000000000009 0.09857500000000001 -1.0000000180025095e-35 -0.0090499999999999973 -0.51433499999999988 0.080200000000000007 0.081265000000000018 -0.07675499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 9 6 10 7 8 -5 -4 -2 -9 -12 -1 -8 -16
right_child=5 -3 3 4 -6 -7 14 11 -10 -11 12 -13 -14 -15 15 -17
leaf_value=0.00079913526607821 0.00050989756238196352 0.00045518647987640191 0.0013561417434047745 0.00096133525170699554 0.00068056720081879256 0.00069656195736268549 0.00077202049738491385 0.00096562140556563669 0.001070159723366993 0.0010923416871580721 0.0004141644819719172 0.00076378328729505892 0.00020189801137712171 0.00058838513190249909 0.0010383661651562767 0.00089630028463239431
leaf_weight=65 82 90 57 315 53 52 58 342 662 89 68 54 76 79 58 172
leaf_count=65 82 90 57 315 53 52 58 342 662 89 68 54 76 79 58 172
internal_value=0 0.000951444 0.000973713 0.000996142 0.000979134 0.000437575 0.00098864 0.00100718 0.00103511 0.00119557 0.00037783 0.000938187 0.00030238 0.00068376 0.000900127 0.000932279
internal_weight=0 2094 2004 1860 1714 278 1661 1373 977 146 226 396 144 144 288 230
internal_count=2372 2094 2004 1860 1714 278 1661 1373 977 146 226 396 144 144 288 230
is_linear=0
shrinkage=0.0032998


Tree=7885
num_leaves=17
num_cat=0
split_feature=4 12 2 16 13 1456 48 133 133 12 483 12 49 2 43 4
split_gain=0.213473 0.125859 0.0914199 0.0954231 0.105796 0.102698 0.0910667 0.11591 0.157071 0.137575 0.103938 0.0673604 0.0898591 0.0346424 0.0229006 0.0104779
threshold=0.25472500000000003 0.097360000000000016 0.14271500000000001 -0.14483499999999996 -0.083514999999999992 0.089050000000000004 0.10911000000000001 0.093020000000000005 0.088525000000000006 0.092495000000000008 -0.095084999999999989 -0.094939999999999983 -0.018959999999999994 0.11517500000000001 -0.034884999999999992 -0.081374999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 -1 6 7 8 10 15 -5 -2 -13 -14 -11 -9
right_child=1 -3 -4 5 -6 -7 -8 9 -10 14 -12 12 13 -15 -16 -17
leaf_value=0.0055494722979354842 -0.002605455860503592 -0.006863911730431901 -0.00038892051142073021 0.012104274583247787 0.015237488704565275 -0.00077941620759124249 0.011917274546956045 0.011168113255994564 -0.0035967262801335411 0.0042307519183742799 0.0047328796204454838 -0.0018753062694472078 0.0090676675686080614 0.0034880386969026633 0.0083178500726621384 0.014655549977746844
leaf_weight=70 62 53 74 57 60 75 62 55 62 129 1247 55 63 66 58 58
leaf_count=70 62 53 74 57 60 75 62 55 62 129 1247 55 63 66 58 58
internal_value=0 0.000566599 0.00539345 0.00561574 0.0100347 0.00529613 0.00556086 0.00532323 0.00466241 0.0083262 0.00505647 0.00217478 0.00379528 0.0062269 0.00550802 0.012974
internal_weight=0 299 2007 1933 130 1803 1728 1666 1366 300 1304 246 184 129 187 113
internal_count=2306 299 2007 1933 130 1803 1728 1666 1366 300 1304 246 184 129 187 113
is_linear=0
shrinkage=0.16829


Tree=7886
num_leaves=11
num_cat=0
split_feature=3 11 475 1210 48 1375 12 457 12 52
split_gain=0.302725 0.105878 0.0858198 0.08352 0.0629687 0.0610949 0.0634158 0.126928 0.0605581 0.0502434
threshold=0.32329500000000005 0.095165000000000013 -0.088274999999999978 -0.065959999999999977 -0.087924999999999989 -0.066804999999999989 0.083995000000000014 0.048870000000000004 0.088035000000000016 -0.0093349999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 -6 7 -7 -4 -8
right_child=-2 -3 3 4 5 6 9 -9 -10 -11
leaf_value=-0.00096121352038050078 -0.0076234051024131402 -0.0031977379044382287 0.0130645063148667 0.010048530136846329 0.0087627458393242791 0.001491205456562721 0.0030495240066389026 0.0083814584895076979 0.0053871288533579396 0.0053846758557137952
leaf_weight=79 62 52 56 55 82 485 372 90 63 910
leaf_count=79 62 52 56 55 82 485 372 90 63 910
internal_value=0 0.00428744 0.00446583 0.00466959 0.00440935 0.00424847 0.00404816 0.0025728 0.00901511 0.00470848
internal_weight=0 2244 2192 2113 1994 1939 1857 575 119 1282
internal_count=2306 2244 2192 2113 1994 1939 1857 575 119 1282
is_linear=0
shrinkage=0.16829


Tree=7887
num_leaves=11
num_cat=0
split_feature=3 14 15 155 475 34 1 484 1209 52
split_gain=0.209506 0.101248 0.175712 0.069823 0.134861 0.124018 0.106586 0.19427 0.100647 0.0260172
threshold=0.32329500000000005 -0.10708499999999999 -0.25061999999999995 0.097835000000000019 -0.088274999999999978 -1.0000000180025095e-35 0.091785000000000019 -0.020124999999999994 -0.083969999999999989 -0.54822499999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 8 -8 -7 -5
right_child=-2 2 3 9 5 6 7 -9 -10 -11
leaf_value=0.0094203447761994543 -0.0063404641439288303 -0.0047019217495116563 -0.0049588404733353908 0.0050213277974703275 0.011674400475027725 0.01126466697200405 0.010430513474227746 -0.00015365729394292487 0.0038378242054570638 0.010298221937565234
leaf_weight=81 62 74 53 53 53 54 56 397 1366 57
leaf_count=81 62 74 53 53 53 54 56 397 1366 57
internal_value=0 0.00356658 0.00334654 0.00363251 0.00340151 0.0036325 0.00340398 0.0011508 0.00412152 0.00777205
internal_weight=0 2244 2163 2089 1979 1926 1873 453 1420 110
internal_count=2306 2244 2163 2089 1979 1926 1873 453 1420 110
is_linear=0
shrinkage=0.16829


Tree=7888
num_leaves=19
num_cat=0
split_feature=3 16 160 475 12 12 47 157 16 12 42 12 3 43 15 43 15 3
split_gain=0.144997 0.0930049 0.113594 0.0979438 0.0860426 0.150849 0.163884 0.114645 0.113131 0.117776 0.112406 0.0899969 0.079368 0.0713476 0.105775 0.0654672 0.0586446 0.0574364
threshold=0.32329500000000005 0.51148500000000008 0.051820000000000005 -0.088274999999999978 0.092495000000000008 0.083995000000000014 0.097970000000000015 -1.0000000180025095e-35 -0.24900499999999998 0.094085000000000016 0.094095000000000012 0.09159500000000001 -0.074694999999999998 -0.013089999999999999 -0.077134999999999995 -0.08076499999999999 -0.012074999999999997 -0.097574999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 10 -6 -9 -10 -5 17 -3 15 -15 16 -4 -7
right_child=-2 12 13 4 7 11 -8 8 9 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0047495768063974195 -0.0052734283313530502 0.0037319459620333267 0.0080970376776002238 -0.0014860574602908508 -0.0064851782779254295 0.0091496259862340994 0.0085132262806007584 -0.0050293924908001502 -0.0039718229353384593 0.0038687181383101951 0.0066156454305234241 0.011379859213885886 0.01213014977114605 0.0038265114908459844 0.014225987919562555 -0.00086229698764122686 0.0011481631037308705 0.0036724451579341955
leaf_weight=56 62 76 98 361 58 60 68 65 65 323 56 53 56 56 56 61 54 622
leaf_count=56 62 76 98 361 58 60 68 65 65 323 56 53 56 56 56 61 54 622
internal_value=0 0.00296677 0.00269456 0.00216658 0.00239137 0.00315957 0.000851358 0.00055379 0.00145899 0.0025506 -0.000393751 0.00468022 0.00730843 0.00559213 0.00904229 0.00376953 0.00564018 0.00415694
internal_weight=0 2244 2112 1787 1731 1220 485 511 453 388 417 735 132 325 112 213 152 682
internal_count=2306 2244 2112 1787 1731 1220 485 511 453 388 417 735 132 325 112 213 152 682
is_linear=0
shrinkage=0.16829


Tree=7889
num_leaves=28
num_cat=0
split_feature=1 52 1 12 14 12 2 52 52 1 12 15 2 52 52 12 2 133 40 16 1 1 52 484 15 133 43
split_gain=5.08327 1.2037 0.605868 0.372668 0.364625 0.481067 0.199964 0.14248 0.26809 0.206788 0.128959 0.143909 0.0859018 0.0780513 0.197004 0.122374 0.0736686 0.0705299 0.0704089 0.0651425 0.0709217 0.0645267 0.0351578 0.0335984 0.035644 0.0375483 0.0357301
threshold=0.10538500000000002 -0.26738999999999996 0.13662500000000002 0.090535000000000018 0.062655000000000016 0.082165000000000016 0.088885000000000006 -0.085924999999999987 0.024560000000000002 0.093205000000000024 0.089625000000000024 1.0000000180025095e-35 0.14983000000000005 -0.14488499999999996 -0.011144999999999997 0.099815000000000015 0.090605000000000005 0.087380000000000013 -0.068949999999999997 -0.061784999999999993 0.11551000000000002 0.091785000000000019 0.093995000000000009 0.085775000000000004 0.084745000000000015 -0.0073049999999999999 -0.017259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 18 5 7 10 -1 9 -9 23 -12 -4 17 -15 16 -16 -8 -3 20 -20 -13 -17 24 25 -7 -26
right_child=1 2 12 -5 -6 6 13 8 -10 -11 11 21 -14 14 15 22 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28
leaf_value=0.00076480684338388989 0.00084265604352811818 0.00044562436191575479 0.00024085027817366805 0.000614444360878462 0.0010323793404947296 0.00096248108150801361 0.00089654692090845964 0.00063359503885427075 0.00076810083335592872 0.00035650644259177668 0.00064435041369277624 0.00088226734856518957 6.022442252081987e-05 0.00058984007765156498 0.00070117199789364261 0.00061426056655246059 0.00083818584417252276 0.00074053591893106813 0.00044715531662938886 0.00022462827100254323 0.00027890981577824886 0.00075347762468467509 0.00073174565302134046 0.00078927601703100475 0.00077065023871787013 0.00087483510547758058 0.00086990676229712445
leaf_weight=88 63 75 57 86 66 89 80 65 68 55 69 101 59 82 58 53 217 59 59 53 54 84 76 64 63 199 164
leaf_count=88 63 75 57 86 66 89 80 65 68 55 69 101 59 82 58 53 217 59 59 53 54 84 76 64 63 199 164
internal_value=0 0.000415471 0.00035464 0.000427381 0.000789989 0.000780743 0.000804761 0.000653736 0.000601558 0.00050689 0.000838644 0.000775322 0.000149284 0.000759546 0.000739158 0.000769377 0.000809416 0.00083058 0.000360482 0.000321802 0.000367067 0.00082398 0.00068375 0.000866361 0.000875873 0.000902042 0.000842515
internal_weight=0 506 443 327 1800 1734 1458 276 188 120 833 254 116 625 486 404 275 139 241 166 113 185 129 579 515 288 227
internal_count=2306 506 443 327 1800 1734 1458 276 188 120 833 254 116 625 486 404 275 139 241 166 113 185 129 579 515 288 227
is_linear=0
shrinkage=0.0032998


Tree=7890
num_leaves=12
num_cat=0
split_feature=51 1456 1455 130 393 51 2 42 16 483 4
split_gain=0.125896 0.114107 0.111536 0.114989 0.12108 0.0841485 0.0919071 0.106773 0.0772931 0.0706406 0.056097
threshold=0.11893500000000001 -0.15308499999999997 0.078065000000000009 -0.093639999999999987 0.086030000000000009 -0.41109999999999997 0.11517500000000001 0.10378500000000002 -0.41574999999999995 -0.067254999999999995 -0.049024999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 8 -8 -7 -4 -2
right_child=10 2 9 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0044125419073453584 0.012530279519713867 0.010527968053413161 0.0041200501290986078 0.0088167835479038264 -0.0041198416149038561 0.0067230079962026235 0.0014877419522992701 -0.0071465635762992148 0.0027600674273670031 0.012637163237584771 0.005552060989344138
leaf_weight=58 52 54 57 66 72 155 184 52 1458 55 92
leaf_count=58 52 54 57 66 72 155 184 52 1458 55 92
internal_value=0 0.00294053 0.00313945 0.00285436 0.00264491 0.00290019 0.00268803 -0.00040712 0.003142 0.0083186 0.00808445
internal_weight=0 2211 2153 2041 1987 1915 1849 236 1613 112 144
internal_count=2355 2211 2153 2041 1987 1915 1849 236 1613 112 144
is_linear=0
shrinkage=0.16829


Tree=7891
num_leaves=19
num_cat=0
split_feature=2 39 49 150 43 34 0 2 0 0 48 2 13 49 0 403 475 2
split_gain=3.78401 2.20759 0.728718 0.68092 0.600501 0.511101 0.389044 0.361009 0.354624 0.350549 0.279119 0.210452 0.168935 0.164607 0.13394 0.128723 0.0964517 0.0697774
threshold=0.11556500000000001 0.081875000000000017 -0.036809999999999996 0.08926000000000002 -0.073209999999999983 -1.0000000180025095e-35 -0.077584999999999987 0.10188000000000001 -0.041074999999999993 -0.14989499999999997 -1.0000000180025095e-35 0.095040000000000013 -0.10899499999999999 0.0060900000000000008 -0.095264999999999989 -0.054324999999999991 -0.0048199999999999988 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 -5 -3 -4 9 13 -1 -11 -7 -12 -8 -9 -14 -16 -18
right_child=2 5 6 4 -6 11 8 14 -10 10 12 -13 15 -15 16 -17 17 -19
leaf_value=0.001160262067949444 0.00020785962724156694 0.0002723226874909301 0.00039896459297570968 0.00086749703587649595 0.00042125372017932157 0.00080572717064859411 0.00066004683381896089 0.00068576184967377742 0.00047865935045745037 0.0011784908118418866 0.00075524032483526265 0.00050999699310500131 0.0009880542454952547 0.00090965534856656091 0.00097458619226108265 0.00091465475375017945 0.00089348337391099682 0.00072399172437455936
leaf_weight=84 71 60 86 83 55 52 63 68 69 52 60 55 396 56 58 873 54 60
leaf_count=84 71 60 86 83 55 52 63 68 69 52 60 55 396 56 58 873 54 60
internal_value=0 0.000880887 0.000506554 0.000913831 0.000689902 0.000517111 0.000583824 0.000931934 0.0006682 0.00095151 0.000938787 0.000654046 0.000929381 0.000777806 0.000812296 0.000937587 0.000862117 0.000804586
internal_weight=0 2010 345 1843 138 167 274 1705 188 1465 1381 107 1329 119 240 1269 172 114
internal_count=2355 2010 345 1843 138 167 274 1705 188 1465 1381 107 1329 119 240 1269 172 114
is_linear=0
shrinkage=0.0032998


Tree=7892
num_leaves=10
num_cat=0
split_feature=11 474 10 10 51 1456 1374 1 51
split_gain=0.116088 0.0843092 0.088044 0.119094 0.0841384 0.103824 0.102399 0.106216 0.046907
threshold=0.095720000000000013 -0.088574999999999987 -0.092019999999999977 -1.0000000180025095e-35 0.11893500000000001 -0.15308499999999997 0.086000000000000007 0.077565000000000009 0.14743000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 -6
right_child=-2 2 3 4 8 6 -8 -9 -10
leaf_value=0.0094668166514319616 -0.0043555114830425004 0.010207095409465648 -0.0044633880707285311 -0.0041541682241563955 0.010890959492873789 0.0041931333168817682 0.010111590379833635 0.0016325578947942669 0.0045125765618807562
leaf_weight=66 54 52 56 54 62 1069 61 809 72
leaf_count=66 54 52 56 54 62 1069 61 809 72
internal_value=0 0.00352396 0.00334767 0.00318345 0.00338562 0.00310962 0.00331284 0.00309105 0.00747718
internal_weight=0 2301 2235 2183 2127 1993 1939 1878 134
internal_count=2355 2301 2235 2183 2127 1993 1939 1878 134
is_linear=0
shrinkage=0.16829


Tree=7893
num_leaves=13
num_cat=0
split_feature=16 14 4 11 4 147 40 4 147 4 16 2
split_gain=0.102158 0.109601 0.0915527 0.16889 0.103842 0.180742 0.122258 0.101978 0.100231 0.0772545 0.164261 0.0628808
threshold=0.63113500000000011 -0.24175999999999997 0.50973500000000016 0.086080000000000018 -0.0087849999999999977 0.089365000000000014 -0.066419999999999993 -0.0062699999999999987 0.084575000000000025 -0.37626499999999991 0.19578000000000004 0.11923000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 -8 9 10 -3 -11
right_child=-2 2 -4 -5 5 -7 7 -9 -10 11 -12 -13
leaf_value=0.0092974205554769984 -0.0040620887373193542 0.014501023322494195 0.0089300955610963385 -0.0060211704953754552 -0.0044906390314317169 -0.007444039061473816 -0.0036440625862634328 0.0034745103686529195 0.010840315374790271 0.0032613188192156584 0.0019674822661467136 -0.0027108309816358555
leaf_weight=75 60 53 66 63 73 62 63 577 54 1089 68 52
leaf_count=75 60 53 66 63 73 62 63 577 54 1089 68 52
internal_value=0 0.00296007 0.00274516 0.00255482 0.00281406 0.00126514 0.00202497 0.00277097 0.00372487 0.00341898 0.00747223 0.00298757
internal_weight=0 2295 2220 2154 2091 775 713 640 1316 1262 121 1141
internal_count=2355 2295 2220 2154 2091 775 713 640 1316 1262 121 1141
is_linear=0
shrinkage=0.16829


Tree=7894
num_leaves=27
num_cat=0
split_feature=1 12 1 39 1 12 43 51 43 42 42 1446 484 15 1 1 51 133 12 39 15 49 51 12 15 1
split_gain=4.3651 0.467574 0.556332 0.335547 0.336012 0.313592 0.186348 0.179533 0.147069 0.146683 0.122863 0.166787 0.143255 0.0998126 0.16231 0.120113 0.0957964 0.107905 0.124097 0.0863219 0.0795472 0.0730402 0.0698932 0.0610948 0.0571644 0.0397675
threshold=0.11230000000000001 0.054520000000000006 0.10141500000000002 0.086670000000000011 0.13630500000000004 0.099815000000000015 -0.073404999999999984 -0.025879999999999997 -0.0094899999999999984 0.11551500000000002 0.08648500000000002 0.088500000000000009 -1.0000000180025095e-35 -0.048699999999999993 0.09166500000000001 0.083555000000000018 -0.015609999999999997 -0.022174999999999997 0.090995000000000006 0.10879500000000002 -0.0090649999999999984 0.059705000000000001 0.0053700000000000006 0.087645000000000015 0.086365000000000011 0.087070000000000022
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 2 6 4 7 10 -1 -2 -4 21 12 16 20 23 15 -15 -12 -18 -19 -5 -3 24 -9 -14 -7 -8
right_child=3 5 8 19 -6 9 25 22 -10 -11 11 -13 13 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00064416481237220945 0.00072486371862276065 0.00091151347267775509 0.00040791275808867568 0.00016304263131083641 0.00030466286474918868 0.00064206243042828274 0.00089358592419569948 0.00041575213892106635 0.00063597998974948664 0.00056745454012518547 0.00089771524467432951 0.00098267579932425513 0.00067923467578185834 0.00088197744530568397 0.0010500737211503531 0.00074332347307389034 0.00086982662410987227 0.00067861141163146857 0.00080865655763020562 0.00034713990715078244 0.0010753463585759279 0.00085806111597488 0.00058227994908492317 0.00083230053411710288 0.00078375485250184527 0.00078574210510818406
leaf_weight=69 53 98 64 52 81 62 103 64 62 54 84 58 52 372 54 88 100 167 165 62 54 65 52 75 73 72
leaf_count=69 53 98 64 52 81 62 103 64 62 54 84 58 52 372 54 88 100 167 165 62 54 65 52 75 73 72
internal_value=0 0.000805743 0.000699293 0.000412525 0.000480351 0.000830019 0.000791519 0.000564349 0.000520416 0.000722615 0.00084995 0.00081234 0.000877129 0.000855064 0.000876036 0.000855529 0.000793126 0.000772707 0.000743348 0.000263475 0.000969949 0.000764332 0.000490706 0.000769905 0.000718942 0.000849417
internal_weight=0 1991 370 364 250 1621 244 169 126 254 1367 574 793 641 514 460 516 432 332 114 152 200 116 127 135 175
internal_count=2355 1991 370 364 250 1621 244 169 126 254 1367 574 793 641 514 460 516 432 332 114 152 200 116 127 135 175
is_linear=0
shrinkage=0.0032998


Tree=7895
num_leaves=19
num_cat=0
split_feature=4 3 150 43 13 13 14 43 3 3 47 475 49 1186 3 156 13 4
split_gain=7.25888 2.78964 1.40963 1.22847 0.555482 0.454572 0.364988 0.324859 0.304712 0.324331 0.286779 0.240972 0.20887 0.184543 0.158419 0.146668 0.105107 0.0567761
threshold=0.30163500000000004 -0.064294999999999977 0.091355000000000006 -0.042649999999999993 -0.016469999999999995 -0.15714499999999998 0.076175000000000007 -0.090214999999999976 0.10812000000000001 -0.0047649999999999993 0.11043500000000002 -0.083389999999999978 -0.054509999999999996 1.0000000180025095e-35 0.086245000000000016 0.087400000000000019 -0.07692499999999998 0.45363500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 5 -2 10 -3 9 -5 11 15 -13 16 -11 -1 -14 -6
right_child=4 2 -4 8 17 -7 -8 -9 -10 14 -12 12 13 -15 -16 -17 -18 -19
leaf_value=0.0013089531302625105 0.0004940349453916999 0.00085588638281362415 0.00038025839746717789 0.00091083233817631311 0.0005133923222831046 0.00010391815168069789 0.0013701043068035837 0.00053678509528854053 0.0008388348447035416 0.0012965827049056992 0.00086444127683530422 0.00092644726306870913 0.0011224304687945798 0.0012907301258344565 0.0010649787579555506 0.0010987409805350106 0.0010579700374192022 0.00066216986878722163
leaf_weight=92 62 54 69 82 52 69 53 101 83 65 61 89 521 52 70 65 674 70
leaf_count=92 62 54 69 82 52 69 53 101 83 65 61 89 521 52 70 65 674 70
internal_value=0 0.00103 0.000820649 0.000887357 0.000438555 0.000288823 0.00109824 0.000648183 0.00101081 0.00107643 0.00108894 0.00109809 0.00108348 0.00109466 0.00117675 0.00122215 0.0010861 0.000599045
internal_weight=0 2131 524 455 253 131 1607 155 300 217 1554 1493 1336 1247 135 157 1195 122
internal_count=2384 2131 524 455 253 131 1607 155 300 217 1554 1493 1336 1247 135 157 1195 122
is_linear=0
shrinkage=0.0032998


Tree=7896
num_leaves=22
num_cat=0
split_feature=3 43 0 150 0 11 47 52 16 133 3 401 43 43 133 1210 133 51 131 403 12
split_gain=0.199604 0.151998 0.123052 0.15995 0.124683 0.107982 0.0826458 0.0817519 0.139821 0.0642226 0.0820114 0.0571307 0.0759716 0.0545364 0.0567273 0.0516416 0.0511139 0.0471722 0.0467158 0.0304091 0.033929
threshold=-0.046329999999999989 1.0000000180025095e-35 -0.23141499999999995 0.10081500000000002 -0.029554999999999994 0.095360000000000014 0.091680000000000011 -0.087769999999999987 -0.088629999999999987 -0.026654999999999995 -0.093224999999999988 1.0000000180025095e-35 0.035255000000000009 0.015110000000000002 -0.42671999999999993 -0.062539999999999984 0.092265000000000014 -1.0000000180025095e-35 0.089325000000000015 -0.025969999999999997 0.088335000000000011
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 -2 4 6 9 7 -4 -9 10 -1 12 15 19 -15 -11 18 -18 -17 -12 -21
right_child=1 -3 3 -5 -6 -7 -8 8 -10 11 13 -13 -14 14 -16 16 17 -19 -20 20 -22
leaf_value=-0.0024408805152252942 0.0071265510811302935 0.0082947782108530148 0.0065281560139142259 -0.0089748808761800272 -0.004823495045546509 0.01253569683945341 0.0083168270004031868 0.0037365663669452877 -0.0048848776299615475 0.0013426396748219642 0.009354978578011805 0.0005665444891366963 0.010216938087758308 0.0046877476056285186 -0.0018081713740254815 0.0068262676099855053 -0.00097091273517243323 0.0046159380781756265 0.0034149111713982832 0.0017740740312077066 0.0071166288011595899
leaf_weight=68 68 80 59 56 93 52 52 107 106 92 52 69 93 79 73 642 53 212 141 67 70
leaf_count=68 68 80 59 56 93 52 52 107 106 92 52 69 93 79 73 642 53 212 141 67 70
internal_value=0 0.00144679 0.00043083 -0.00052797 0.000602079 0.00495981 0.00216496 0.000982268 -0.000545483 0.00472852 0.00287931 0.00530804 0.00557192 0.0039455 0.00155618 0.00519141 0.00552756 0.00349179 0.00621426 0.00585756 0.00451696
internal_weight=0 621 541 473 417 1763 324 272 213 1711 409 1302 1233 341 152 1140 1048 265 783 189 137
internal_count=2384 621 541 473 417 1763 324 272 213 1711 409 1302 1233 341 152 1140 1048 265 783 189 137
is_linear=0
shrinkage=0.16829


Tree=7897
num_leaves=24
num_cat=0
split_feature=3 148 13 10 1429 42 3 1213 133 3 15 15 15 52 51 15 482 13 475 12 1210 133 3
split_gain=0.138741 0.144735 0.127937 0.163522 0.124804 0.0841568 0.134095 0.082374 0.115052 0.0685754 0.247863 0.071777 0.055725 0.0686508 0.0624853 0.117898 0.0747649 0.0984521 0.0695245 0.0390974 0.0412922 0.037447 0.0246919
threshold=-0.049204999999999992 -0.043434999999999994 -0.47860499999999995 -1.0000000180025095e-35 0.086095000000000019 -0.0060199999999999993 -0.00079499999999999981 -0.086554999999999979 -0.11008499999999999 0.10323000000000002 -0.083359999999999976 -0.074054999999999996 0.086115000000000011 -0.010174999999999998 0.0045000000000000014 -0.080419999999999978 0.087870000000000018 0.102565 -0.082549999999999998 0.10388500000000002 -0.051429999999999997 -0.023589999999999996 -0.079794999999999991
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 -4 7 -5 -7 8 -1 10 -8 -11 14 -14 16 -16 17 18 -9 20 -15 -10 -22
right_child=1 2 3 5 -6 6 9 12 21 11 -12 -13 13 19 15 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=-0.0061795382209667606 -0.0072721462427566093 0.0097176400805783665 -0.0061478176761850037 0.006928924218570995 0.010081519130673096 -0.0040502631732637533 -0.00071665307614965552 0.0076502305398544563 0.0061144222723947201 0.0041418272888241988 0.013795592732865415 -0.0038770665574489431 0.011335015228722585 0.0016334705685768309 0.0043290898840014479 -0.0050335065023396162 -0.0018574217903959771 0.010877988234575208 0.0031277427087520395 0.00087817903111784374 0.0052257922176806512 0.00036576070220648287 0.008294162545201024
leaf_weight=53 52 55 74 92 95 99 73 117 62 68 61 59 54 65 90 66 56 63 566 59 219 68 118
leaf_count=53 52 55 74 92 95 99 73 117 62 68 61 59 54 65 90 66 56 63 566 59 219 68 118
internal_value=0 0.00122652 0.00199025 0.00117883 0.00413814 0.0023823 0.0012154 0.0037961 0.000417762 0.0032196 0.00587626 0.000402368 0.0042146 0.00563189 0.00345081 0.000356475 0.00405047 0.00449636 0.00390509 0.00495995 0.00555455 0.00312125 0.00630551
internal_weight=0 633 581 526 1751 452 360 1656 183 261 134 127 1473 515 958 156 802 746 683 461 402 130 337
internal_count=2384 633 581 526 1751 452 360 1656 183 261 134 127 1473 515 958 156 802 746 683 461 402 130 337
is_linear=0
shrinkage=0.16829


Tree=7898
num_leaves=20
num_cat=0
split_feature=12 13 12 14 12 156 159 13 13 151 52 1429 49 12 39 48 1446 13 13
split_gain=6.42808 1.5596 1.00477 0.693918 0.425407 0.339057 0.302154 0.215547 0.211989 0.187894 0.130153 0.121714 0.109608 0.100782 0.185643 0.0981199 0.0744018 0.0536343 0.0265582
threshold=0.077755000000000005 -0.0013449999999999996 0.13820000000000002 -1.0000000180025095e-35 0.099815000000000015 0.090310000000000015 0.087395000000000014 -0.04917499999999999 1.0000000180025095e-35 -0.086439999999999989 -0.060549999999999993 0.084885000000000002 0.097085000000000019 -0.070844999999999977 0.090880000000000016 0.093440000000000009 0.091180000000000011 0.071660000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 9 8 13 -6 10 -2 -3 12 15 14 -5 16 -11 18 -9
right_child=2 5 -4 6 7 -7 -8 17 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=3.4991159093079935e-05 0.00083675271191141747 0.00086807412288322436 0.00050921375082904619 0.00036740005003745241 0.00070913376997993748 0.00095610824024337348 0.00025860819394039864 0.00090920929815396681 0.00052305573745936162 0.00098860086392970584 0.00066870930830073539 0.0011202601610974859 0.00085489628396673951 0.00064110798719532616 0.00060975832731162503 0.00086257731468674921 0.0011219360360274467 0.00096585992462336649 0.00079637680765245848
leaf_weight=52 101 53 58 82 98 53 66 52 81 1035 122 74 77 54 61 69 52 86 58
leaf_count=52 101 53 58 82 98 53 66 52 81 1035 122 74 77 54 61 69 52 86 58
internal_value=0 0.000547665 0.000937621 0.000384033 0.0009522 0.000714361 0.000452911 0.000837189 0.000664174 0.00097619 0.00072929 0.000986938 0.000978908 0.000517829 0.00047103 0.000987137 0.000995012 0.000901037 0.000850036
internal_weight=0 624 1760 315 1702 309 263 294 256 1408 175 1307 1233 197 143 1156 1087 196 110
internal_count=2384 624 1760 315 1702 309 263 294 256 1408 175 1307 1233 197 143 1156 1087 196 110
is_linear=0
shrinkage=0.0032998


Tree=7899
num_leaves=14
num_cat=0
split_feature=2 482 16 4 1 3 15 475 1 1 2 1186 4
split_gain=0.149072 0.0904513 0.0893701 0.083839 0.0758215 0.112202 0.101252 0.0789428 0.068904 0.127497 0.0874122 0.0856807 0.0953235
threshold=0.13631000000000001 0.11117500000000001 -0.13895999999999997 -0.0034749999999999994 0.13052500000000003 0.10323000000000002 -0.037184999999999996 -0.089109999999999981 0.10141500000000002 0.10587000000000001 0.10859000000000001 0.021560000000000003 0.24099500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 7 -7 -1 11 -10 -11 12 -9
right_child=2 -3 3 -5 -6 6 -8 8 9 10 -12 -13 -14
leaf_value=0.009243537957178782 0.0034049063020113509 0.010568146890641469 0.00031117139898695578 -0.0092130474994694678 0.0089106861875371743 0.0032621471415553698 -0.0063481898867425394 0.0039211642657351496 -0.0064831885261110922 0.0058738216505833654 -0.0014500614267402236 0.0096323150332395923 -0.0033885353163681021
leaf_weight=72 68 55 52 52 75 63 61 1519 52 114 77 72 52
leaf_count=72 68 55 52 52 75 63 61 1519 52 114 77 72 52
internal_value=0 0.00381165 -0.00132425 -0.00443366 0.00363853 0.00344775 -0.00145103 0.00375891 0.00354857 0.000894 0.00291186 0.00394009 0.00367807
internal_weight=0 2212 172 104 2157 2082 124 1958 1886 243 191 1643 1571
internal_count=2384 2212 172 104 2157 2082 124 1958 1886 243 191 1643 1571
is_linear=0
shrinkage=0.16829


Tree=7900
num_leaves=12
num_cat=0
split_feature=1375 11 11 47 1348 51 16 16 51 3 47
split_gain=0.12256 0.12036 0.200095 0.0743821 0.101453 0.0852155 0.100476 0.100074 0.0797473 0.10908 0.0239291
threshold=-0.093609999999999985 0.087575000000000014 0.077695000000000014 0.11043500000000002 1.0000000180025095e-35 0.087425000000000017 -0.039889999999999988 -0.079714999999999994 0.012085000000000002 0.077930000000000013 0.12282000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 9 -2 -5
right_child=1 -3 -4 10 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0053279332710370495 0.0025122749359819609 -0.0031482902937125931 0.012616964457033551 -0.0039479803907697371 -0.0043223312283308495 0.0070165153725692316 0.012676416610014734 -0.00078334077408829877 -0.0035282131314387918 0.0070688137402887471 0.00076209065898908887
leaf_weight=54 1485 93 60 53 52 137 52 70 55 166 71
leaf_count=54 1485 93 60 53 52 137 52 70 55 166 71
internal_value=0 0.00277246 0.00302345 0.00275376 0.00299997 0.00319466 0.0060448 0.0043702 0.0027609 0.0029715 -0.0012366
internal_weight=0 2294 2201 2141 2017 1965 259 207 1706 1651 124
internal_count=2348 2294 2201 2141 2017 1965 259 207 1706 1651 124
is_linear=0
shrinkage=0.16829


Tree=7901
num_leaves=17
num_cat=0
split_feature=49 1212 124 1446 16 16 42 474 42 0 483 13 1213 0 3 0
split_gain=0.0864701 0.0742112 0.0683644 0.0680767 0.0877424 0.181596 0.0868374 0.111731 0.0803021 0.0772927 0.0692047 0.0636128 0.0460171 0.0475292 0.0442088 0.0434292
threshold=-0.15378499999999998 -0.075499999999999998 -0.085059999999999983 0.083715000000000026 -0.076944999999999986 -0.073309999999999986 0.088950000000000015 0.09550500000000002 0.088305000000000008 -0.14097999999999997 0.041590000000000009 -1.0000000180025095e-35 0.10336000000000002 -0.032619999999999989 -0.08126499999999999 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 -3 4 9 -6 7 -7 10 11 -5 -4 13 -11 -8 -2
right_child=1 2 3 8 5 6 14 -9 -10 12 -12 -13 -14 -15 -16 -17
leaf_value=0.0084659342271441382 0.0086677013333413874 0.0061932350708761626 -0.005404390269254729 0.011700554959317202 -0.0093929387977498575 -0.0010968330222842588 0.0062635789776527067 0.005916512444884686 0.00036068012677988433 0.0031332858455412368 0.0031156241814315499 0.002030146924765669 -0.0014557186223487456 0.0081236142166180268 0.0017750159583352228 0.0023964654232249156
leaf_weight=60 72 94 58 56 53 602 88 72 74 603 52 74 55 60 218 57
leaf_count=60 72 94 58 56 53 602 88 72 74 603 52 74 55 60 218 57
internal_value=0 0.00198377 0.00174831 0.0015451 0.0012434 0.000199437 0.000720041 -0.000344967 0.00465674 0.00251 0.00758371 -0.00122293 0.00319878 0.00358761 0.00307172 0.00591062
internal_weight=0 2288 2159 2065 1883 1033 980 674 182 850 108 132 718 663 306 129
internal_count=2348 2288 2159 2065 1883 1033 980 674 182 850 108 132 718 663 306 129
is_linear=0
shrinkage=0.16829


Tree=7902
num_leaves=13
num_cat=0
split_feature=393 4 12 3 52 2 43 156 4 156 4 2
split_gain=0.083128 0.133618 0.152241 0.136106 0.0783354 0.0684028 0.0917193 0.083899 0.0687109 0.0510321 0.0453558 0.0874134
threshold=0.10483000000000002 -0.51381999999999983 -0.10853999999999998 0.11191000000000002 -0.025904999999999994 -0.011974999999999998 0.0015250000000000001 0.086860000000000007 0.24099500000000004 0.08956500000000002 -0.080584999999999976 0.090000000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 8 -7 -9 -8 -12
right_child=-2 2 3 4 -6 6 10 9 -10 -11 11 -13
leaf_value=0.010302184651370028 -0.0047274879738212518 0.0089123221443815123 -0.002524344261086893 0.00097582445631277112 -0.0070448351425208789 0.003508044237303862 -0.0037673733145787668 -0.0048880010212684994 -0.00073448957017770036 0.0010354243719374208 0.004170936246257557 -0.0017876766323327857
leaf_weight=53 54 81 97 60 80 1207 84 54 118 173 119 168
leaf_count=53 54 81 97 60 80 1207 84 54 118 173 119 168
internal_value=0 0.00194354 0.00174506 0.00147545 -0.00359458 0.00182773 0.00204819 0.00261657 0.00312886 -0.000365758 -0.000324657 0.000676708
internal_weight=0 2294 2241 2160 140 2020 1923 1552 1325 227 371 287
internal_count=2348 2294 2241 2160 140 2020 1923 1552 1325 227 371 287
is_linear=0
shrinkage=0.16829


Tree=7903
num_leaves=23
num_cat=0
split_feature=12 13 3 3 12 12 12 3 3 13 15 3 0 1186 51 43 15 15 1212 52 0 12
split_gain=3.2644 0.871193 0.545656 0.596769 0.440133 0.351061 0.251791 0.277113 0.229453 0.18842 0.167905 0.130674 0.115147 0.0827932 0.0732799 0.0827089 0.0705113 0.0978127 0.066103 0.0495363 0.0461132 0.0188811
threshold=0.077755000000000005 -0.0044799999999999987 -0.016479999999999998 0.11745500000000002 0.12701500000000002 -0.089089999999999989 0.093670000000000017 -0.154195 0.0012800000000000001 -0.091769999999999977 -0.25061999999999995 -0.10122999999999999 -0.073674999999999977 0.0044650000000000011 1.0000000180025095e-35 -0.071349999999999983 -0.0053099999999999996 -0.088774999999999979 0.090840000000000018 0.086400000000000018 -0.071719999999999992 0.10119000000000002
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 5 -3 16 6 10 7 -2 -7 -8 -1 -9 13 18 15 21 17 -4 -13 20 -17 -11
right_child=4 2 3 -5 -6 8 9 11 -10 14 -12 12 -14 -15 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.00027986180383568699 0.00098041737740908416 0.00032153315190305116 0.00076121225903439955 0.00034518938063503779 0.00044747783038176964 0.00032183827303589995 0.00048729311189061008 0.00060673489347174076 6.5828216101823916e-05 0.00069828516272244022 0.00051495107926884185 0.00076334976224010792 0.00088567719005309519 0.0006141558374705041 0.00078571382177289827 0.0005349347703216019 0.00080049463647107345 0.00056241856803594279 0.00066184811995570112 0.00069221944925663395 0.0006580416294203875 0.00078094990253761167
leaf_weight=53 59 81 60 60 63 82 56 71 72 86 92 780 72 52 80 76 80 53 83 102 68 67
leaf_count=53 59 81 60 60 63 82 56 71 72 86 92 780 72 52 80 76 80 53 83 102 68 67
internal_value=0 0.000442174 0.000558135 0.000633745 0.000719623 0.000312523 0.00072998 0.000758415 0.000202374 0.000670545 0.000429265 0.000746002 0.000755985 0.000745741 0.000691895 0.000672996 0.000723269 0.000668285 0.000753629 0.000634466 0.000593313 0.000734715
internal_weight=0 633 334 253 1715 299 1652 1117 154 535 145 1058 987 915 479 399 193 113 863 246 144 153
internal_count=2348 633 334 253 1715 299 1652 1117 154 535 145 1058 987 915 479 399 193 113 863 246 144 153
is_linear=0
shrinkage=0.0032998


Tree=7904
num_leaves=14
num_cat=0
split_feature=1211 148 151 151 11 1 12 12 40 1 48 483 47
split_gain=0.0732718 0.0766648 0.117274 0.110167 0.0758108 0.073807 0.132789 0.0954242 0.14699 0.0594549 0.0662119 0.0466054 0.0331014
threshold=0.11013500000000002 -0.043434999999999994 0.084350000000000008 -0.082229999999999984 0.087575000000000014 0.10538500000000002 -0.10236499999999998 0.089125000000000024 -0.076644999999999977 0.10019500000000002 0.10184000000000001 0.11236000000000002 0.098995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 9 -7 8 -8 10 11 -3 -9
right_child=-2 2 -4 -5 -6 6 7 12 -10 -11 -12 -13 -14
leaf_value=0.0029758503808827931 -0.0039538442034249789 0.0030492366607549172 0.0084989602686099067 -0.0076183279081383955 -0.0027109548813597632 0.0080023558534538866 0.0044238074514233077 0.0058216055549865755 -0.0057167055505080357 0.0079417057168513858 -0.002030280570481395 -0.0020592859186800414 -4.1041562466973654e-05
leaf_weight=57 57 1436 85 54 88 53 54 56 160 62 82 52 52
leaf_count=57 57 1436 85 54 88 53 54 56 160 62 82 52 52
internal_value=0 0.00214396 0.00236403 -0.00216189 0.00211426 0.00232673 0.000192569 -0.00108731 -0.00314949 0.00281601 0.00261245 0.00286951 0.00298221
internal_weight=0 2291 2180 111 2095 2007 375 322 214 1632 1570 1488 108
internal_count=2348 2291 2180 111 2095 2007 375 322 214 1632 1570 1488 108
is_linear=0
shrinkage=0.16829


Tree=7905
num_leaves=17
num_cat=0
split_feature=4 2 123 3 14 14 2 2 4 11 2 2 43 13 2 2
split_gain=5.14428 1.37662 0.736264 0.659209 0.306246 0.292944 0.341186 0.198374 0.17188 0.169609 0.1572 0.145497 0.129273 0.123584 0.103413 0.0912195
threshold=0.36766000000000004 0.14234000000000005 1.0000000180025095e-35 0.11372500000000001 0.076175000000000007 -0.42214499999999994 0.13775000000000001 0.092365000000000017 -0.073424999999999976 0.082485000000000017 0.083935000000000023 -0.00097499999999999985 -0.083154999999999993 -0.012279999999999998 0.085885000000000017 0.11084500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -2 11 10 9 -9 12 -7 -1 -4 -12 -10
right_child=5 -3 13 -5 -6 6 -8 8 15 -11 14 -13 -14 -15 -16 -17
leaf_value=0.0010025586110232073 0.00056769302254161514 0.00044222509710429398 0.00076380806160328914 0.00060420084597837312 0.001157340321799333 0.00026544106558802513 8.4823825385846717e-05 0.0010448115607674343 0.00078874752208346914 0.00081254391520820001 0.0010318695789066142 0.00049393742137622521 0.00086843771292500062 0.00054811629667936388 0.00094375621785898174 0.00090117911286351519
leaf_weight=101 63 76 54 74 60 53 54 94 266 57 219 74 429 67 517 121
leaf_count=101 63 76 54 74 60 53 54 94 266 57 219 74 429 67 517 121
internal_value=0 0.000879274 0.000895388 0.000911024 0.000923186 0.00037324 0.000305363 0.000915379 0.000861492 0.000957368 0.000938251 0.000398858 0.000894063 0.000644667 0.000970023 0.000823992
internal_weight=0 2135 2059 1938 1864 244 181 1804 538 151 1266 127 530 121 736 387
internal_count=2379 2135 2059 1938 1864 244 181 1804 538 151 1266 127 530 121 736 387
is_linear=0
shrinkage=0.0032998


Tree=7906
num_leaves=27
num_cat=0
split_feature=1 1 16 2 3 2 16 157 51 3 3 403 160 1 3 3 2 3 13 3 16 49 3 16 2 16
split_gain=10.3742 2.14791 0.94311 0.470052 0.432515 0.362023 0.325866 0.305522 0.292592 0.270578 0.221593 0.160987 0.206805 0.254143 0.227369 0.208399 0.207263 0.112122 0.111107 0.0889489 0.0718226 0.0647312 0.0539214 0.0500799 0.0437215 0.0394509
threshold=0.10538500000000002 0.13301500000000002 0.12292000000000002 0.09857500000000001 -0.031844999999999991 0.16394500000000004 -0.0096099999999999988 -0.08427999999999998 -0.097374999999999975 -0.016479999999999998 -0.107915 -0.22361499999999998 -0.53327999999999987 0.080270000000000022 -0.094404999999999975 -0.11327499999999999 0.083715000000000026 -0.086049999999999988 -0.084934999999999997 -0.091649999999999995 -0.073494999999999991 0.093350000000000002 -0.073444999999999983 -0.077734999999999985 0.11252000000000002 -0.055679999999999993
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=3 2 4 7 10 20 24 18 -5 19 -2 17 -13 15 -15 -14 -17 -9 -1 -10 -3 22 -21 -19 -6 -16
right_child=1 5 -4 8 6 -7 -8 11 9 -11 -12 12 13 14 25 16 -18 23 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0013060732418445685 0.00055491920892401369 0.00035188128790630699 0.00096170838277146755 0.001059046824206044 0.00060803999303349441 -4.6232301900743195e-05 0.00021910916505284739 0.0012446467197219716 0.00078454912082970177 0.00066595377393938616 0.00086269056506312384 0.00082455682241327035 0.0012446546676676208 0.00074170518697486132 0.00094292123122031101 0.00083342147923381213 0.0010536172677096237 0.0011298230114878947 0.0011001154362852896 0.00091426569153410509 0.00018692353458958514 0.00084731561223144053 0.0010696209917017167 0.00097830033254566167 0.00047514293872396977 0.0010210436696231505
leaf_weight=56 52 68 74 100 52 53 52 55 52 68 52 66 59 52 174 52 633 55 67 53 52 53 56 53 66 154
leaf_count=56 52 68 74 100 52 53 52 55 52 68 52 66 59 52 174 52 633 55 67 53 52 53 56 53 66 154
internal_value=0 0.000481118 0.000630544 0.00100815 0.000540977 0.000180333 0.000437892 0.00103502 0.000904254 0.000849237 0.000709144 0.00102053 0.00100691 0.00101759 0.000947232 0.00105347 0.00103695 0.00111973 0.00119417 0.000907312 0.000280693 0.0009465 0.000994404 0.00105579 0.000534006 0.000979708
internal_weight=0 521 348 1858 274 173 170 1476 382 282 104 1353 1190 1124 380 744 685 163 123 214 120 162 109 108 118 328
internal_count=2379 521 348 1858 274 173 170 1476 382 282 104 1353 1190 1124 380 744 685 163 123 214 120 162 109 108 118 328
is_linear=0
shrinkage=0.0032998


Tree=7907
num_leaves=23
num_cat=0
split_feature=2 2 12 2 150 2 12 12 14 51 2 1446 2 2 3 12 159 16 133 13 133 159
split_gain=10.0253 6.10232 1.57674 1.57458 1.33508 1.0315 0.598694 0.575695 0.371109 0.360487 0.375858 0.294456 0.223732 0.301999 0.271477 0.167016 0.159447 0.152706 0.177099 0.138985 0.101547 0.116753
threshold=0.12051500000000002 -1.0000000180025095e-35 -0.011819999999999999 0.099675000000000014 1.0000000180025095e-35 0.17730000000000004 -1.0000000180025095e-35 0.089475000000000013 0.062655000000000016 -0.079404999999999989 0.11252000000000002 0.037915000000000011 0.090000000000000011 0.082885000000000014 -0.072579999999999992 0.095165000000000013 0.079755000000000006 0.0070300000000000007 0.024130000000000002 -0.0074049999999999993 -0.006304999999999999 -0.06482499999999998
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 2 -1 8 6 7 -5 19 11 -8 15 12 13 14 -3 -11 -15 18 -14 -2 -13 -22
right_child=5 3 -4 4 -6 -7 9 -9 -10 10 -12 20 17 16 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=0.00034725010331838408 0.00049863496521979414 0.0013699010766971423 0.0010592265174347863 0.0009327933790705342 0.00070422668718180144 0.00020880245422229718 0.0014725946347271055 0.00095088406942408566 0.0016667616202784229 0.0014453189068597018 0.0010132783900612453 0.0013898574971295075 0.0011657870417352036 0.0014218328479194608 0.001161122853118786 0.0012102827568288806 0.0015899296617454097 0.0014097826814907911 0.0013457760555210779 0.00071205680214051056 0.0014761536186626248 0.0016927128688925806
leaf_weight=84 76 327 57 58 59 53 94 78 54 65 65 54 133 490 89 74 75 95 117 62 68 52
leaf_count=84 76 327 57 58 59 53 94 78 54 65 65 54 133 490 89 74 75 95 117 62 68 52
internal_value=0 0.00129894 0.00063532 0.00134644 0.00116535 0.000622249 0.00124168 0.000723533 0.00139478 0.00130168 0.00122275 0.00138496 0.00136794 0.00139383 0.00132532 0.00132045 0.00144421 0.00129422 0.00125016 0.000594775 0.0015145 0.00157029
internal_weight=0 2110 141 1969 415 269 356 216 1554 298 204 1500 1326 981 416 139 565 345 250 138 174 120
internal_count=2379 2110 141 1969 415 269 356 216 1554 298 204 1500 1326 981 416 139 565 345 250 138 174 120
is_linear=0
shrinkage=0.0032998


Tree=7908
num_leaves=28
num_cat=0
split_feature=1 3 2 3 3 2 4 3 4 1429 48 124 1 4 13 2 49 4 3 3 43 13 43 43 2 400 4
split_gain=11.3211 2.06725 1.03719 0.80853 0.872701 0.647716 0.456185 0.389087 0.310066 0.25368 0.248314 0.23673 0.191938 0.169702 0.147854 0.147255 0.137928 0.132963 0.0868145 0.0851411 0.0666491 0.110869 0.0654976 0.059932 0.0524222 0.0456342 0.0393341
threshold=0.10312500000000001 -0.036004999999999988 0.11444000000000001 0.31343500000000007 0.088465000000000002 0.094835000000000017 0.046720000000000005 -0.13795999999999997 -0.10429499999999998 0.084990000000000024 0.091150000000000023 -0.082654999999999992 0.088735000000000022 0.053255000000000004 -0.085669999999999982 0.11715500000000001 0.0093850000000000027 0.15484000000000003 -0.080634999999999984 -0.081784999999999983 -0.011369999999999998 -0.0053149999999999994 -0.057214999999999995 -0.0063549999999999987 0.10364000000000001 -0.064794999999999978 -0.015464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 11 9 -2 -7 -9 10 12 -3 14 16 19 -6 24 -15 -14 26 21 -16 -20 -21 -10 -22 -1
right_child=1 3 -4 -5 15 7 -8 8 13 -11 -12 -13 18 17 20 -17 -18 -19 22 23 25 -23 -24 -25 -26 -27 -28
leaf_value=0.0012146591911145566 0.0010953316494736946 0.00043580479422985525 0.00044995519317144703 8.4673020969604356e-05 0.00078972247852945019 0.0012216320300754559 0.00072985388620791384 0.0007001400484866957 0.00089550439933586004 0.00089207361965193345 0.00094067492233263948 0.00016588997392871202 0.0009633166708576499 0.0007822922085756861 0.001049391545714432 0.00054626746004584313 0.0011242336335361321 0.00099827321017297824 0.0010000530408107769 0.0010624436497014451 0.0012555753588497491 0.0011660874159313231 0.0011510345288170908 0.0012167502354120657 0.0010321905980889121 0.0011383979578099958 0.001334305635124977
leaf_weight=80 83 65 73 84 60 55 69 59 83 62 89 79 101 83 263 52 85 53 56 57 53 147 91 67 58 206 66
leaf_count=80 83 65 73 84 60 55 69 59 83 62 89 79 101 83 263 52 85 53 56 57 53 147 91 67 58 206 66
internal_value=0 0.000528673 0.000774176 0.000366104 0.000458311 0.00106373 0.000929656 0.000958618 0.000924173 0.0011011 0.00111123 0.000287971 0.00112399 0.00096059 0.00114593 0.000677004 0.00101692 0.00086672 0.00104078 0.00121268 0.00111893 0.00109132 0.00109376 0.0011461 0.00095198 0.00116251 0.00126899
internal_weight=0 565 225 340 256 1814 152 476 421 1338 1276 144 1187 362 939 112 226 136 248 270 669 410 147 124 141 259 146
internal_count=2379 565 225 340 256 1814 152 476 421 1338 1276 144 1187 362 939 112 226 136 248 270 669 410 147 124 141 259 146
is_linear=0
shrinkage=0.0032998


Tree=7909
num_leaves=20
num_cat=0
split_feature=1 2 2 2 2 39 14 4 4 13 159 0 0 4 13 4 13 3 13
split_gain=4.44093 0.943382 0.627732 0.640405 0.268153 0.235583 0.208 0.178762 0.175567 0.171029 0.116858 0.176186 0.329244 0.191154 0.151212 0.0887716 0.0591146 0.0470853 0.0458948
threshold=0.10538500000000002 0.14234000000000005 -1.0000000180025095e-35 0.10859000000000001 0.11366500000000002 0.081875000000000017 0.062655000000000016 -0.0068249999999999986 -0.0037299999999999994 -0.08533499999999998 0.081925000000000012 -0.10023499999999998 -0.14216999999999999 0.020345000000000005 -0.085409999999999986 -0.0076349999999999986 -0.047309999999999998 -0.0042999999999999991 -0.0031999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 5 6 10 -4 -5 -3 11 12 -1 14 -13 18 -6 -10 -12
right_child=1 9 3 8 16 -7 -8 -9 17 -11 15 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0007792606374815679 0.0002230998443864591 -1.3014692701488e-05 0.00085616992474325706 0.00056071452115525906 0.00066403732487526138 0.0005749649702066215 0.00094684737044212523 0.00060853355300039859 0.0002557039975171408 0.00024264041333746467 0.00069141730634423248 0.00082525295337426284 0.00044357724121957265 0.00058193039660674921 0.00073682194918832757 0.00091192178091860007 0.00051869080826757075 0.0003890179811452986 0.00083393506824728408
leaf_weight=67 92 53 52 53 62 86 60 87 53 61 55 286 62 73 906 79 68 70 54
leaf_count=67 92 53 52 53 62 86 60 87 53 61 55 286 62 73 906 79 68 70 54
internal_value=0 0.000389208 0.000463553 0.000533669 0.000734104 0.000745054 0.000753941 0.000701428 0.000400977 0.000123474 0.000746602 0.000735952 0.000618198 0.000747932 0.000758069 0.000825387 0.000588281 0.00033186 0.000762346
internal_weight=0 521 407 315 1858 1728 1642 139 176 114 1582 1394 129 1265 1192 188 130 123 109
internal_count=2379 521 407 315 1858 1728 1642 139 176 114 1582 1394 129 1265 1192 188 130 123 109
is_linear=0
shrinkage=0.0032998


Tree=7910
num_leaves=18
num_cat=0
split_feature=1 1447 0 1 13 50 1447 13 15 15 0 1210 475 1 48 52 13
split_gain=0.541937 0.136537 0.146542 0.186669 0.125052 0.105407 0.092893 0.0878697 0.0953291 0.0773793 0.0731502 0.0710141 0.0740742 0.0676148 0.0651156 0.0630572 0.0311885
threshold=0.12072500000000001 -0.084894999999999984 -0.14666499999999996 0.093170000000000017 -0.088854999999999976 0.11941000000000002 -0.087599999999999983 -0.15569499999999997 -0.084629999999999997 -0.035449999999999988 -0.086984999999999993 -0.080859999999999974 -0.085684999999999997 0.10797500000000002 -0.064549999999999982 -0.15337499999999996 -0.013149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 9 11 -1 -2 16 -4 -11 -6 15 -5 -14 -13 -9
right_child=7 2 4 13 5 -7 -8 8 -10 10 -12 12 14 -15 -16 -17 -18
leaf_value=0.0053976736266123536 0.0025434985580085573 0.0076351192776590564 0.0064189706485966681 -0.0055355431972919939 0.0016173912679618362 0.00025011784491544377 -0.0044367793180725978 -0.010436942074727508 0.00067761842540705458 0.01669650278807755 0.0094162895540230961 0.0069498393480989344 0.0010421455838911385 0.0024166388733185729 0.0068024535134297631 0.015174801290382156 -0.0045759579105984121
leaf_weight=52 73 102 93 70 77 78 57 53 64 70 93 53 59 53 1224 55 53
leaf_count=52 73 102 93 70 77 78 57 53 64 70 93 53 59 53 1224 55 53
internal_value=0 0.0060578 0.00636984 0.00230834 0.00687597 0.00630251 0.000238404 -0.00232446 -0.00442539 0.0103321 0.0125538 0.00662287 0.00689866 -0.00209439 0.00653896 0.0111551 -0.0075234
internal_weight=0 2136 2027 225 1802 1546 109 243 170 256 163 1468 1391 123 1283 108 106
internal_count=2379 2136 2027 225 1802 1546 109 243 170 256 163 1468 1391 123 1283 108 106
is_linear=0
shrinkage=0.16829


Tree=7911
num_leaves=24
num_cat=0
split_feature=4 12 2 2 12 4 2 12 13 4 48 0 52 15 0 1429 16 16 4 403 16 42 474
split_gain=8.82832 3.53225 1.48508 1.15572 0.983922 0.851728 0.778872 0.512508 0.347878 0.32285 0.227829 0.200626 0.171452 0.169853 0.12753 0.11967 0.114886 0.099171 0.0930427 0.0886884 0.088448 0.0726943 0.0423191
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 0.12708000000000003 -0.029844999999999997 -0.030434999999999993 0.13538500000000001 0.089885000000000007 -0.10664 0.053255000000000004 0.086950000000000013 -0.079119999999999982 -0.53937999999999986 -0.42759999999999992 -0.076539999999999983 0.08103500000000001 -0.054549999999999994 -0.037154999999999994 -0.078664999999999985 -0.23730999999999999 0.19578000000000004 0.088950000000000015 0.084880000000000011
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=1 2 4 7 14 -6 13 8 -3 11 -4 17 -13 -2 -1 19 -11 18 -9 -10 -14 -21 -17
right_child=6 3 10 -5 5 -7 -8 9 15 16 -12 12 20 -15 -16 22 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0012242185201772875 0.0010554192580555051 0.0018865639849767221 0.00075961824990655193 0.0010783978518199705 0.0017356027779939084 0.0012787949974200576 0.0005594430858007251 0.0016560864038983826 0.0014500684615876805 0.0014392831922892097 0.0010457430034705192 0.0016382088767524614 0.001482310892733002 0.00084473011701090132 0.0010153854457719408 0.0017805777196684967 0.001222719140735394 0.0017248896931561235 0.0014986684145437436 0.0015857009877152373 0.0013348689846782707 0.001702830682440155 0.0016405809892448145
leaf_weight=71 90 53 58 55 87 93 80 81 52 64 67 73 290 83 64 56 52 66 103 544 59 75 63
leaf_count=71 90 53 58 55 87 93 80 81 52 64 67 73 290 83 64 56 52 66 103 544 59 75 63
internal_value=0 0.00148214 0.00121847 0.00155093 0.00133948 0.00149978 0.000829748 0.00156684 0.00162393 0.00150572 0.000913263 0.00153384 0.00148883 0.000954541 0.00112548 0.00160626 0.00134251 0.00160968 0.00156816 0.00158839 0.00145749 0.00159995 0.00170676
internal_weight=0 2126 440 1686 315 180 253 1631 843 788 125 672 422 173 135 790 116 250 184 671 349 619 119
internal_count=2379 2126 440 1686 315 180 253 1631 843 788 125 672 422 173 135 790 116 250 184 671 349 619 119
is_linear=0
shrinkage=0.0032998


Tree=7912
num_leaves=19
num_cat=0
split_feature=1 1 12 12 2 4 2 2 48 159 12 474 159 15 15 4 1210 48
split_gain=5.73075 1.00821 0.857544 0.706859 0.571907 0.418807 0.306486 0.308128 0.221677 0.221528 0.159818 0.19064 0.169571 0.148121 0.147698 0.0841577 0.081511 0.0250171
threshold=0.10752500000000002 0.12419000000000001 -0.088684999999999986 0.085090000000000013 0.11366500000000002 0.25472500000000003 0.14721500000000001 -0.00097499999999999985 0.088580000000000006 0.075610000000000011 0.08870500000000002 0.085860000000000006 -0.083114999999999981 -0.095804999999999987 -0.032264999999999995 0.00025000000000000006 -0.062079999999999989 0.095930000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 9 5 8 7 -3 10 -2 11 12 -4 -10 -6 16 -12 -15
right_child=1 6 4 -5 14 -7 -8 -9 13 -11 15 -13 -14 17 -16 -17 -18 -19
leaf_value=0.00054277658889402948 0.00055521479748369849 0.00018062669180083984 0.00080094016044768973 0.00082256178660586202 0.00076980705858773315 0.0006225797149709279 9.9293325082906516e-05 0.00049072858560789395 0.00090601771161853077 0.00027850100477062455 0.00076634397363323562 0.00081002419864388759 0.00098240154916989634 0.00065316190132327435 0.00055493878269214768 0.00077483763907426411 0.00090335607275721184 0.00076397393441653421
leaf_weight=90 78 59 64 90 80 62 70 87 72 54 56 101 635 53 65 84 527 52
leaf_count=90 78 59 64 90 80 62 70 87 72 54 56 101 635 53 65 84 527 52
internal_value=0 0.000440305 0.000858358 0.000596607 0.000873684 0.000890658 0.000279497 0.000365655 0.000900746 0.000442281 0.000914209 0.00094621 0.000965837 0.000788972 0.00067373 0.000875773 0.000890256 0.000708376
internal_weight=0 438 1941 222 1851 1706 216 146 1644 132 1467 800 699 177 145 667 583 105
internal_count=2379 438 1941 222 1851 1706 216 146 1644 132 1467 800 699 177 145 667 583 105
is_linear=0
shrinkage=0.0032998


Tree=7913
num_leaves=28
num_cat=0
split_feature=1 47 12 43 11 4 3 12 4 1 1 131 3 52 480 43 12 12 43 50 123 12 1 13 4 12 13
split_gain=0.467682 0.19629 0.105406 0.094868 0.16611 0.109661 0.184658 0.139214 0.10158 0.0910547 0.0866155 0.0920968 0.0785043 0.101518 0.0758957 0.0678975 0.0607574 0.0760098 0.0623717 0.0545069 0.098706 0.0449926 0.0449813 0.0418468 0.041625 0.00999506 0.00622909
threshold=0.12007000000000002 0.085505000000000012 -0.08731499999999999 -0.011369999999999998 0.077415000000000012 -0.078524999999999998 0.092330000000000009 0.088055000000000008 -0.15618499999999999 0.087070000000000022 0.11189500000000001 0.092320000000000013 -0.082709999999999992 0.087035000000000015 0.081520000000000023 0.00037500000000000006 0.083715000000000026 0.085565000000000016 -0.085054999999999978 0.089465000000000017 0.080635000000000012 0.1087 0.13849500000000003 -0.041479999999999996 -0.00045499999999999995 0.086935000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 12 7 15 -1 14 11 19 25 26 16 -7 -10 18 -18 20 -11 23 -4 -9 -19 -5 -14
right_child=1 -3 22 4 -6 6 -8 21 9 10 -12 -13 13 -15 -16 -17 17 24 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00036778636695745909 -0.009951373267670283 0.0065592895450005753 -0.0040272498780853615 0.0083281081865128771 0.014483693182602678 0.014062679145338248 -0.00080326058958913725 0.0054719460928833244 0.012091825400728888 -0.004312860152887156 0.0098831941260250356 0.0079008082590339562 0.0077153139507500253 0.017694664202494898 0.0028276249070166223 0.0067927855758306331 0.0071814237031780333 0.0090549496831076326 -0.00046640286385268924 0.0050541943283207574 0.0042517524441774051 0.0086492268893809052 0.0024351987350827416 0.00018520313209426724 0.0053255021710972832 0.0054407890951767473 0.010447907287966825
leaf_weight=71 56 71 68 70 102 95 99 108 84 90 58 74 56 61 100 61 61 365 59 67 66 63 55 71 114 78 56
leaf_count=71 56 71 68 70 102 95 99 108 84 90 58 74 56 61 100 61 61 365 59 67 66 63 55 71 114 78 56
internal_value=0 -0.000918751 -0.00389494 0.00676938 0.00806216 0.00725923 0.00568451 0.00730282 0.00578415 0.00616955 0.00392273 0.00275268 0.00969175 0.0121394 0.00718592 0.0112315 0.00782141 0.00721955 0.00340627 0.00103627 -0.000677854 0.00476287 -0.00112293 0.00338501 0.00817111 0.00681855 0.00909765
internal_weight=0 250 179 2129 920 818 497 398 1209 1138 355 297 321 173 783 156 683 599 120 223 156 242 123 179 479 148 112
internal_count=2379 250 179 2129 920 818 497 398 1209 1138 355 297 321 173 783 156 683 599 120 223 156 242 123 179 479 148 112
is_linear=0
shrinkage=0.16829


Tree=7914
num_leaves=19
num_cat=0
split_feature=4 403 52 13 403 0 15 1447 0 12 39 4 15 12 0 52 4 52
split_gain=0.289417 0.128465 0.117164 0.0950153 0.360974 0.11694 0.136543 0.114753 0.0903051 0.0843683 0.070413 0.115048 0.0571971 0.0491252 0.0476547 0.0363411 0.0298955 0.029636
threshold=0.27161500000000005 -0.53379499999999991 0.047850000000000011 -0.088854999999999976 -0.0046699999999999997 -0.10185499999999999 -0.015464999999999998 -0.085804999999999979 -0.14989499999999997 -0.085209999999999994 0.085565000000000016 -0.38908499999999996 -0.092459999999999987 0.083715000000000026 -0.087084999999999982 -0.13370999999999997 0.50113000000000019 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -3 6 8 -7 -5 -2 11 15 -6 -13 17 -9 -11 -14
right_child=2 3 -4 5 12 7 -8 10 -10 16 -12 13 14 -15 -16 -17 -18 -19
leaf_value=-0.0016063873298102153 -0.0080593870180588421 0.021238070848778472 0.0059965083009806018 0.00990759281721495 0.010530697147404127 -0.001232029282725674 -0.0040338567502688173 0.0086349253376374162 0.001223381491834578 -0.0023427832167237524 0.0016632534535532257 0.0099140212179017403 0.0096783858416998186 0.0057114423024671413 0.0017873268885872026 0.014522736766115322 0.0023827656927290306 0.0040400599410485745
leaf_weight=67 52 53 65 58 61 61 76 66 83 84 92 86 57 1146 93 58 69 52
leaf_count=67 52 53 65 58 61 61 76 66 83 84 92 86 57 1146 93 58 69 52
internal_value=0 0.00562367 -0.000221857 0.00586178 0.00855427 0.00536779 0.00170326 0.00589357 0.00480835 -0.0022023 0.00619499 0.00650113 0.00599139 0.00600626 0.00461171 0.0114034 -0.000199911 0.00700503
internal_weight=0 2109 270 2042 316 1726 217 1509 141 205 1448 1356 263 1232 202 124 153 109
internal_count=2379 2109 270 2042 316 1726 217 1509 141 205 1448 1356 263 1232 202 124 153 109
is_linear=0
shrinkage=0.16829


Tree=7915
num_leaves=18
num_cat=0
split_feature=132 12 13 12 3 4 16 42 133 3 3 16 157 4 13 1203 13
split_gain=0.124948 0.0969331 0.188596 0.100521 0.154392 0.121179 0.0862355 0.080969 0.0765206 0.067486 0.0719537 0.0643669 0.058966 0.0538811 0.0460682 0.0412155 0.0349376
threshold=0.088890000000000011 -0.077034999999999978 -0.009329999999999998 -0.007389999999999999 0.17646500000000004 -0.088499999999999981 0.27552000000000004 0.081180000000000016 0.08517000000000001 -0.086424999999999988 -0.081084999999999977 0.055635000000000011 -0.0091799999999999989 -0.11205499999999999 -0.008624999999999999 1.0000000180025095e-35 -0.061199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 5 11 9 14 -1 15 -11 13 -13 -5 -2 -7 -8
right_child=7 3 -4 4 -6 6 16 -9 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0015883316298115494 0.0070418535731388886 0.012215829512884264 -0.0057707886811728965 0.015948679264596328 -0.0035112745580423649 0.0043852412227335675 0.0033447520087230447 -0.0040149414739054489 0.0093152353709489606 0.0080483547477326819 0.0051719605894284182 0.011068684934334204 0.00416677461446909 0.0083915815845425658 0.00073351633580885298 -0.000662258279474037 -0.0021701433240828871
leaf_weight=78 55 66 63 56 52 351 81 63 69 411 632 58 92 54 83 52 54
leaf_count=78 55 66 63 56 52 351 81 63 69 411 632 58 92 54 83 52 54
internal_value=0 0.00536846 0.00191944 0.00573727 0.00551044 0.00576624 0.00520991 0.000971356 0.00522747 0.00558999 0.00630714 0.00914226 0.00684749 0.0122552 0.00326073 0.00372949 0.00112549
internal_weight=0 2169 210 1959 1893 1841 1581 201 147 1446 1043 260 150 110 138 403 135
internal_count=2370 2169 210 1959 1893 1841 1581 201 147 1446 1043 260 150 110 138 403 135
is_linear=0
shrinkage=0.16829


Tree=7916
num_leaves=16
num_cat=0
split_feature=403 403 4 1456 0 52 0 13 160 3 48 0 393 402 52
split_gain=0.102279 0.173477 0.0994046 0.0936548 0.093754 0.135438 0.101442 0.0901308 0.0884389 0.0849782 0.0964912 0.082651 0.0838081 0.0652251 0.0129036
threshold=-0.098684999999999981 -0.15140999999999996 -0.079764999999999989 -0.077769999999999992 0.0085900000000000021 -0.53283999999999987 -0.037224999999999994 -0.011494999999999998 -0.0048599999999999989 0.31343500000000007 -0.081079999999999985 -0.23046999999999998 0.098330000000000015 -1.0000000180025095e-35 0.11232500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 8 6 -6 9 -7 14 10 -5 -12 -13 -1 -2
right_child=3 -3 -4 4 5 7 -8 -9 -10 -11 11 12 -14 -15 -16
leaf_value=0.0043663973890353137 0.0065005085811158997 0.015615562054477825 0.0012275256214745675 0.010872717314889728 0.0073828469957073891 0.0027965814965469045 0.0097716999668282442 -0.0057648540042714259 0.012707362700787077 -0.0022626625701588194 0.010162604867595737 0.0030753336007377733 0.0099703028538654769 0.012746055578311568 0.0027554091630068688
leaf_weight=53 55 56 101 53 52 55 78 94 61 68 52 1432 52 54 54
leaf_count=53 55 56 101 53 52 55 78 94 61 68 52 1432 52 54 54
internal_value=0 0.00728616 0.005035 0.00376317 0.00342892 -2.90076e-06 0.00382753 -0.00259253 0.00755919 0.00354664 0.00379637 0.00355103 0.00331815 0.00861217 0.00466162
internal_weight=0 264 208 2106 1936 201 1735 149 170 1657 1589 1536 1484 107 109
internal_count=2370 264 208 2106 1936 201 1735 149 170 1657 1589 1536 1484 107 109
is_linear=0
shrinkage=0.16829


Tree=7917
num_leaves=14
num_cat=0
split_feature=39 123 10 14 403 133 13 2 474 1429 13 52 39
split_gain=0.0875994 0.13546 0.104698 0.0949249 0.0666918 0.146763 0.0621537 0.0580895 0.0576712 0.0759633 0.059553 0.0385282 0.043768
threshold=0.087735000000000021 0.085215000000000013 -1.0000000180025095e-35 -0.10708499999999999 -0.10258999999999999 0.11588000000000002 -0.050754999999999995 0.088475000000000012 0.10451000000000001 0.085435000000000011 -0.16152999999999998 -0.080899999999999986 0.10616500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8 9 10 -6 -2 -13
right_child=11 -3 3 4 8 6 7 -9 -10 -11 -12 12 -14
leaf_value=-0.0031928831351183606 0.0035892857620844877 0.012023924919206161 0.0099544595009888395 0.012186162854875641 -0.0013995316251071011 -0.0011573132426604207 0.0096385183899505046 0.0019837069313642644 0.0078183109751654364 -0.0017188331474759435 0.003473932179366365 -0.0040559208055000306 0.0020973164988559536
leaf_weight=63 60 55 68 78 74 57 54 60 73 92 1501 80 55
leaf_count=63 60 55 68 78 74 57 54 60 73 92 1501 80 55
internal_value=0 0.00376466 0.00354954 0.00375691 0.00354412 0.00612792 0.00335401 0.00562543 0.00317334 0.00296885 0.00324382 3.1979e-05 -0.00153574
internal_weight=0 2175 2120 2057 1989 249 171 114 1740 1667 1575 195 135
internal_count=2370 2175 2120 2057 1989 249 171 114 1740 1667 1575 195 135
is_linear=0
shrinkage=0.16829


Tree=7918
num_leaves=17
num_cat=0
split_feature=1 2 34 1 42 132 1 2 157 15 3 15 130 3 51 2
split_gain=0.0822463 0.13156 0.080149 0.068343 0.0969517 0.0574232 0.0724245 0.0557556 0.0540213 0.0630426 0.139584 0.11371 0.0755764 0.0709406 0.0633085 0.00440545
threshold=0.11570500000000002 -0.007134999999999999 -0.021334999999999996 0.14123000000000005 0.090395000000000017 0.087210000000000024 0.11000000000000001 0.095620000000000011 -0.090569999999999998 0.03981500000000001 -0.11255999999999998 -0.006494999999999999 0.006490000000000001 -0.12595999999999999 0.094050000000000009 0.088095000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 8 15 -4 11 -11 14 -12 -13 -10 -7
right_child=1 3 5 -5 -6 7 -8 -9 9 10 12 13 -14 -15 -16 -17
leaf_value=0.0097367849603100676 -0.006682913527600455 0.003927169099172699 0.0074163301096808404 0.0068800984897497246 -0.0037663652463388801 0.0014054611178026819 0.0088095287008938643 -0.0036952895407216697 0.0023392473370008014 0.012164794909587003 0.0027280444993546377 -0.0066254391311588827 0.0076411354259083211 0.00062808047464560032 0.0074233140487050186 0.0036750547386694287
leaf_weight=53 61 102 81 62 85 52 67 66 661 56 626 60 104 104 78 52
leaf_count=53 61 102 81 62 85 52 67 66 661 56 626 60 104 104 78 52
internal_value=0 0.000314652 0.00326136 0.00203613 0.000420501 0.00308946 0.00336334 0.000119398 0.00315617 0.0029508 0.00405503 0.00198765 0.00343045 -0.00201469 0.00287829 0.00255753
internal_weight=0 310 2060 249 187 2007 1837 170 1770 1689 786 903 730 164 739 104
internal_count=2370 310 2060 249 187 2007 1837 170 1770 1689 786 903 730 164 739 104
is_linear=0
shrinkage=0.16829


Tree=7919
num_leaves=11
num_cat=0
split_feature=40 31 4 0 47 48 11 3 12 2
split_gain=0.0697831 0.0789131 0.0558369 0.0800796 0.0773352 0.0931894 0.0773179 0.0761014 0.0618438 0.0190445
threshold=0.0064400000000000004 -0.019269999999999999 -0.17689999999999997 0.0060900000000000008 0.11170500000000001 0.11013500000000002 0.081790000000000015 -0.13795999999999997 0.088395000000000015 0.099325000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 6 7 -4 9 -3
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0035852900782418901 -0.0036893379849834472 0.010467685870932284 -0.0035247244458627195 -0.0040026401113044865 -0.0019656107069492387 0.0098870608822994518 0.0088224721449290701 0.002657948806771504 0.0017913421491382755 0.0058128153546852853
leaf_weight=58 52 53 58 53 99 52 56 1763 74 52
leaf_count=58 52 53 58 53 99 52 56 1763 74 52
internal_value=0 0.00253082 0.00268858 0.0024417 0.00261101 0.00284682 0.00265082 0.00246004 0.00554864 0.00817953
internal_weight=0 2318 2260 2081 2028 1929 1877 1821 179 105
internal_count=2370 2318 2260 2081 2028 1929 1877 1821 179 105
is_linear=0
shrinkage=0.16829


Tree=7920
num_leaves=10
num_cat=0
split_feature=2 41 41 11 3 14 2 148 2
split_gain=0.204094 0.070107 0.129548 0.0847623 0.104448 0.0837187 0.0704431 0.105326 0.060216
threshold=0.17000000000000001 0.07831500000000001 0.089785000000000018 0.079915000000000014 -0.13795999999999997 -0.075879999999999989 -0.0091949999999999983 -0.065034999999999996 0.088885000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7 -8 -9
right_child=-2 2 -4 -5 5 6 7 8 -10
leaf_value=-0.0054075438954576541 -0.0087428609841427828 0.011535101611014769 -3.9258701181109725e-05 0.0063499204696315899 -0.0040930992652692937 -0.0029093003410956778 0.0080713109265487387 0.0025808464744629064 0.0006034255783043934
leaf_weight=64 54 56 53 98 73 89 76 944 816
leaf_count=64 54 56 53 98 73 89 76 944 816
internal_value=0 0.0017208 0.00589072 0.00150955 0.00127863 0.0014937 0.00170649 0.00193122 0.00166506
internal_weight=0 2269 109 2160 2062 1998 1925 1836 1760
internal_count=2323 2269 109 2160 2062 1998 1925 1836 1760
is_linear=0
shrinkage=0.16829


Tree=7921
num_leaves=20
num_cat=0
split_feature=15 13 40 15 15 41 16 15 13 16 157 151 13 42 402 13 16 15 42
split_gain=3.21896 2.08186 1.41647 0.565309 0.525745 0.416075 0.308138 0.231946 0.20042 0.178375 0.162002 0.145064 0.121458 0.331209 0.10516 0.0981192 0.0708109 0.0524477 0.040703
threshold=-0.2987999999999999 -0.16392499999999996 -0.012109999999999998 -0.45726999999999995 -0.021954999999999999 0.075585000000000013 -0.50790499999999994 0.13673000000000005 -0.0027149999999999995 0.07277500000000002 -0.028564999999999997 -0.077959999999999988 -0.053824999999999991 -0.069844999999999977 -0.23528499999999997 -0.08125499999999998 -0.0021749999999999994 -0.073404999999999984 0.090395000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 11 15 6 7 -4 8 14 -10 16 -3 18 -14 -6 -1 -8 -2 -12
right_child=1 2 4 -5 5 -7 10 -9 9 -11 12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00036002295634765638 0.00027469082108001118 0.00039458668237110812 0.00053356617017245281 7.301968583572354e-05 0.00076108832652115261 0.0011689159522951745 0.0008166913720222119 0.00064925636655238487 0.00075416911652209813 0.00092061978119430381 0.00084631951700314667 0.00059693938628365643 0.00084090832263904625 0.00059422408842498258 0.00091791865622131534 0.00056199389601537257 0.00097158152550584176 0.00041882929672520426 0.000758095004588778
leaf_weight=53 52 67 59 65 53 52 79 53 226 106 144 96 107 137 677 55 62 64 116
leaf_count=53 52 67 59 65 53 52 79 53 226 106 144 96 107 137 677 55 62 64 116
internal_value=0 0.000785032 0.000809567 0.000316807 0.0008353 0.000878464 0.000763698 0.000864886 0.000875614 0.000807419 0.000784694 0.00051398 0.000756549 0.000702546 0.000906581 0.000463205 0.000885049 0.000354519 0.000807093
internal_weight=0 2150 2034 173 1871 1167 704 1115 1062 332 645 163 504 244 730 108 141 116 260
internal_count=2323 2150 2034 173 1871 1167 704 1115 1062 332 645 163 504 244 730 108 141 116 260
is_linear=0
shrinkage=0.0032998


Tree=7922
num_leaves=22
num_cat=0
split_feature=15 15 42 12 42 3 3 474 474 15 0 0 15 160 15 42 1211 49 43 0 0
split_gain=0.127342 0.189841 0.104479 0.0768773 0.221462 0.141441 0.104038 0.0960216 0.0930755 0.0722103 0.163094 0.0661281 0.0649706 0.072061 0.0620093 0.0986115 0.0768991 0.0561088 0.0323954 0.0284976 0.0246734
threshold=-0.53159999999999996 -0.2987999999999999 0.082755000000000009 0.087745000000000004 0.085790000000000019 -0.085754999999999984 -0.14619999999999997 0.087035000000000015 0.023345000000000001 -0.077559999999999976 -0.089594999999999994 -0.084444999999999978 0.11568500000000001 0.080200000000000007 -0.035449999999999988 -0.071044999999999983 1.0000000180025095e-35 0.092625000000000013 -0.013819999999999997 -0.077724999999999975 -0.073674999999999977
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 2 -2 4 6 -6 -3 9 12 17 -11 18 13 14 15 -5 -16 -8 -7 -10 -14
right_child=1 3 -4 8 5 11 7 -9 19 10 -12 -13 20 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0099891018439931117 -0.0092916702764434308 -0.0053178405243095462 0.00067838975549427234 0.0041025234295545563 0.013194188171319175 0.0051083243918003179 0.0017815381646508149 -0.0042387201236403875 0.0029793032464818197 0.01012284516564084 0.0022471220369118922 0.0087218886973399815 -0.0053542940915386637 0.0055493704811515037 0.0025834494144225547 -0.0030514554153853613 -0.0034103096888292925 -0.0043593911060339002 -0.0004473233714843324 0.0085952574616906478 -0.00043899465289676042
leaf_weight=53 67 57 53 71 79 57 191 61 53 97 325 72 66 89 407 234 71 54 61 52 53
leaf_count=53 67 57 53 71 79 57 191 61 53 97 325 72 66 89 407 234 71 54 61 52 53
internal_value=0 0.0016367 -0.00487326 0.00200088 0.00302791 0.00719703 0.00159697 0.00214085 0.00101156 0.00272698 0.00406168 0.00469402 0.000504764 0.00100971 0.00049141 -0.00138021 0.0016894 0.000420694 0.00222111 0.00577765 -0.00318022
internal_weight=0 2270 120 2150 1054 269 785 728 1096 667 422 190 991 872 783 305 478 245 118 105 119
internal_count=2323 2270 120 2150 1054 269 785 728 1096 667 422 190 991 872 783 305 478 245 118 105 119
is_linear=0
shrinkage=0.16829


Tree=7923
num_leaves=21
num_cat=0
split_feature=2 2 2 0 13 10 3 3 2 13 1186 403 13 0 3 0 160 3 3 42
split_gain=4.77769 2.03227 1.28119 0.897261 0.711616 0.667973 0.412133 0.320832 0.22233 0.294509 0.175678 0.19311 0.300267 0.158819 0.119731 0.167446 0.132637 0.0630955 0.0583967 0.0828209
threshold=0.12399000000000002 -1.0000000180025095e-35 0.10161500000000002 -0.13972999999999997 -0.092489999999999989 -0.0087699999999999983 0.0025650000000000004 -0.15002999999999997 0.15020000000000003 -0.0074049999999999993 0.021560000000000003 -0.085534999999999986 -0.082689999999999986 -0.067969999999999989 0.091170000000000015 -0.14216999999999999 -0.52850499999999989 -0.073629999999999987 -0.084794999999999995 -0.073894999999999988
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 5 10 6 -2 -1 -4 -5 9 -6 11 12 -3 17 15 -13 -17 -9 19 -14
right_child=4 2 3 7 8 -7 -8 13 -10 -11 -12 14 18 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00074552253881060852 0.0001133530911656976 0.0012190435547927473 0.00025166904067303454 0.00061822859327634132 0.00040102209103755262 0.0002930201541141642 0.0006573614926748011 0.00087722930666440425 0.00031193988489719318 0.00073721287937429777 0.0011084469766916068 0.001051208671395852 0.00091740530238126818 0.00097995613961075778 0.00077034307063425771 0.00073670092810726906 0.00090691047171499273 0.00071975549154493386 0.00088329139707864896 0.0010876465558261148
leaf_weight=61 80 55 53 70 56 86 57 58 52 59 58 87 76 95 75 55 965 62 103 60
leaf_count=61 80 55 53 70 56 86 57 58 52 59 58 87 76 95 75 55 965 62 103 60
internal_value=0 0.000855559 0.000884082 0.000716102 0.000369828 0.000481033 0.000462212 0.000813971 0.00049248 0.000573809 0.000927313 0.000920171 0.000996985 0.000877537 0.000901035 0.000909858 0.000897767 0.000796161 0.000945737 0.000992771
internal_weight=0 2076 1929 395 247 147 110 285 167 115 1534 1476 294 215 1182 1107 1020 120 239 136
internal_count=2323 2076 1929 395 247 147 110 285 167 115 1534 1476 294 215 1182 1107 1020 120 239 136
is_linear=0
shrinkage=0.0032998


Tree=7924
num_leaves=11
num_cat=0
split_feature=2 484 484 484 4 10 2 52 2 42
split_gain=0.175058 0.066294 0.189874 0.0847462 0.149708 0.0740861 0.0920313 0.0516962 0.054246 0.0492996
threshold=0.17000000000000001 0.12438500000000001 0.099320000000000006 0.076210000000000014 -0.008114999999999999 -0.0087699999999999983 -0.0091949999999999983 0.28251000000000009 0.088885000000000006 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 8 -8 -9
right_child=-2 -3 -4 4 -6 6 7 9 -10 -11
leaf_value=0.0081143877312983802 -0.0073020314795168018 0.0079169147742419801 -0.0077084612456987806 0.0016457320782769186 0.011983415660846049 -0.0043180479861879718 0.0034801264477837763 -0.0026343092824858538 0.00157121297035983 0.0032671875488322539
leaf_weight=58 54 60 53 91 71 63 822 113 876 62
leaf_count=58 54 60 53 91 71 63 822 113 876 62
internal_value=0 0.00238562 0.00223457 0.00247983 0.00618754 0.0021777 0.00199891 0.00221235 0.00249637 -0.000533227
internal_weight=0 2269 2209 2156 162 1994 1936 1873 1698 175
internal_count=2323 2269 2209 2156 162 1994 1936 1873 1698 175
is_linear=0
shrinkage=0.16829


Tree=7925
num_leaves=21
num_cat=0
split_feature=1 12 1 3 2 16 2 2 4 151 0 3 12 11 3 403 1447 51 4 2
split_gain=10.0381 2.04569 1.60924 1.34479 0.594251 0.514585 0.411182 0.364012 0.343105 0.278265 0.274837 0.251751 0.199097 0.160374 0.279167 0.155433 0.149894 0.113623 0.109707 0.0259717
threshold=0.11771500000000001 0.077755000000000005 0.093575000000000019 -0.06340999999999998 0.14983000000000005 0.03851000000000001 0.12358500000000001 0.094835000000000017 0.50657000000000008 -0.082829999999999973 -0.13314999999999996 0.085315000000000016 0.09141500000000001 0.080705000000000013 -0.107915 -0.23730999999999999 -0.074869999999999978 -0.083919999999999981 -0.012089999999999998 0.085775000000000004
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 2 7 -2 8 9 10 11 -5 -4 -3 -1 15 14 -14 -12 19 -18 -16 -17
right_child=3 6 5 4 -6 -7 -8 -9 -10 -11 12 -13 13 -15 18 16 17 -19 -20 -21
leaf_value=0.0013571938876783408 0.00080750305308355621 0.00095362921980242626 0.00074439946594843064 0.00054189691727015777 1.31631349047195e-05 0.00095890615656363037 0.00084959540790050545 0.00089525212766016675 0.00021469367527884121 0.00046543559706116059 0.0010098835611984107 0.0010448269223963123 0.00085303314090405828 0.0012711276096605587 0.0011463662179158351 0.0012484492131758795 0.0012865328709041584 0.0011594949383955718 0.001041423529634681 0.0013648245056412445
leaf_weight=60 69 84 67 78 65 52 56 65 64 96 56 56 52 59 333 53 94 630 177 58
leaf_count=60 69 84 67 78 65 52 56 65 64 96 56 56 52 59 333 53 94 630 177 58
internal_value=0 0.00107887 0.000865478 0.000408288 0.000275045 0.000672047 0.00113 0.00109505 0.000394673 0.000580318 0.00113982 0.0012067 0.00115014 0.00110392 0.0010863 0.00118231 0.00119383 0.00117604 0.00111001 0.00130958
internal_weight=0 2048 396 276 207 215 1652 181 142 163 1596 116 1512 621 562 891 835 724 510 111
internal_count=2324 2048 396 276 207 215 1652 181 142 163 1596 116 1512 621 562 891 835 724 510 111
is_linear=0
shrinkage=0.0032998


Tree=7926
num_leaves=18
num_cat=0
split_feature=9 402 402 403 51 1212 151 52 43 4 52 42 12 9 4 1213 43
split_gain=0.181256 0.158783 0.150041 0.102465 0.0935672 0.120419 0.111847 0.107794 0.0940582 0.106982 0.0976505 0.0799503 0.0929161 0.0848089 0.0569208 0.0385921 0.00813907
threshold=-1.0000000180025095e-35 0.10265000000000002 0.11232500000000002 -0.52954999999999985 0.07955000000000001 0.083355000000000026 0.092070000000000013 1.0000000180025095e-35 -0.054574999999999992 -0.017574999999999997 0.0085900000000000021 0.090375000000000025 0.099340000000000012 1.0000000180025095e-35 -0.073714999999999989 -0.082414999999999974 -0.0086649999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 11 -7 9 -6 14 13 -13 -5 -10 -9 -4
right_child=1 2 16 4 8 7 -8 15 10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0063938484406025758 0.0092091390026395811 -0.010321546992465546 0.0022335528282700738 0.0040501211715122101 -0.0026163561671536679 -0.0063386104041005314 -0.0041452176034791439 -0.0012109802502639048 0.0044744419126493034 0.0069135937295589428 -0.0076250028883348957 -8.493284348077575e-05 0.0065311419285427278 0.010628779399931626 -0.0029435648767422058 0.0044994931119588097 -0.00072665723362103486
leaf_weight=71 65 52 52 1051 55 69 53 62 52 84 70 260 78 59 67 72 52
leaf_count=71 65 52 52 1051 55 69 53 62 52 84 70 260 78 59 67 72 52
internal_value=0 0.00223619 -0.00293822 0.00262198 0.00241038 0.00291147 0.003432 -0.00092848 -0.000187365 0.00312983 -0.0026365 0.00371058 0.00143654 0.00440142 0.00028282 0.00184393 0.000736173
internal_weight=0 2253 156 2097 2032 1704 1501 203 328 139 189 1448 338 1110 119 134 104
internal_count=2324 2253 156 2097 2032 1704 1501 203 328 139 189 1448 338 1110 119 134 104
is_linear=0
shrinkage=0.16829


Tree=7927
num_leaves=19
num_cat=0
split_feature=3 1429 0 3 3 49 0 0 1209 483 16 42 48 52 16 0 3 13
split_gain=0.127975 0.145368 0.103379 0.119106 0.149611 0.100766 0.107506 0.104593 0.071565 0.0774464 0.0649017 0.0890384 0.0519866 0.051163 0.0364989 0.0640485 0.0312856 0.0285587
threshold=0.31343500000000007 0.087785000000000016 -0.034179999999999995 -0.13088999999999998 -0.0044449999999999993 0.082565000000000013 -0.10946999999999998 -0.099329999999999988 0.094730000000000023 0.049115000000000006 -0.0092499999999999978 1.0000000180025095e-35 0.083570000000000019 -0.18817999999999999 -0.065564999999999984 -0.085719999999999977 -0.079864999999999978 0.089520000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 17 -5 6 10 -8 9 -9 11 12 -1 -7 16 -16 -15 -4
right_child=-2 -3 3 4 -6 13 7 8 -10 -11 -12 -13 -14 14 15 -17 -18 -19
leaf_value=0.0058375984422114032 -0.0046127513841969737 -0.0046923065178063666 0.0060091400810266034 -0.0091346415941815449 0.0019400361069277577 0.0086760325369091215 0.010008033627418565 0.0014873160861453181 0.0077799964498332912 0.0057528309587327716 -0.0065081681468631839 -0.0045673882395837985 -0.001120613828122931 0.0030024463410943257 -0.0017018883726157129 0.0061559595772042635 0.0077560599657126774 0.00039200925594435151
leaf_weight=72 89 91 52 79 61 87 52 1032 64 137 52 71 52 73 67 52 89 52
leaf_count=72 89 91 52 79 61 87 52 1032 64 137 52 71 52 73 67 52 89 52
internal_value=0 0.00188932 0.00216951 -0.00108625 -0.00429641 0.00258856 0.00198597 0.00260449 0.0022908 0.00198875 -0.00122458 0.000175166 0.00290515 0.00509228 0.00397633 0.0017167 0.00562509 0.00321785
internal_weight=0 2235 2144 244 140 1900 1532 1285 1233 1169 247 195 124 368 281 119 162 104
internal_count=2324 2235 2144 244 140 1900 1532 1285 1233 1169 247 195 124 368 281 119 162 104
is_linear=0
shrinkage=0.16829


Tree=7928
num_leaves=11
num_cat=0
split_feature=9 402 1213 457 402 4 11 4 1452 4
split_gain=0.102786 0.110368 0.121215 0.0816557 0.0900858 0.109404 0.127298 0.0755836 0.0673781 0.0523312
threshold=-1.0000000180025095e-35 0.10389500000000002 -0.0020849999999999996 0.10487 0.089940000000000006 -0.50775499999999985 0.08976000000000002 -0.080659999999999996 0.088995000000000019 -0.082634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 9 -9 -7
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.0049343725462686885 -0.0055428876204495006 0.0016646124220443231 -0.0080333135787185542 -0.0042885978577603843 0.008225337536366284 0.00088806231924275301 0.0096330410888116162 0.0026623568429583015 -0.0034408351554876611 -0.0034557231496158895
leaf_weight=71 55 77 69 59 65 366 61 1348 53 100
leaf_count=71 55 77 69 59 65 366 61 1348 53 100
internal_value=0 0.00156343 -0.00290635 0.00187401 0.00205242 0.00184917 0.00206098 0.00181262 0.00243019 -4.02252e-05
internal_weight=0 2253 146 2107 2048 1983 1928 1867 1401 466
internal_count=2324 2253 146 2107 2048 1983 1928 1867 1401 466
is_linear=0
shrinkage=0.16829


Tree=7929
num_leaves=21
num_cat=0
split_feature=1 3 2 2 2 2 39 0 2 16 1 43 3 0 0 3 43 52 400 43
split_gain=8.75316 2.65225 1.15558 0.933421 0.596568 0.506866 0.409932 0.260121 0.236189 0.218582 0.216832 0.215401 0.192238 0.221546 0.412967 0.155744 0.145926 0.129589 0.0850785 0.0597127
threshold=0.10538500000000002 -0.036004999999999988 0.14271500000000001 0.099450000000000024 0.11444000000000001 -1.0000000180025095e-35 0.081875000000000017 -0.026509999999999995 0.11252000000000002 -0.064539999999999986 0.084795000000000023 -0.073404999999999984 -0.14818499999999998 -0.10075499999999998 -0.14216999999999999 -0.046989999999999997 -0.11278499999999998 0.086400000000000018 -0.083039999999999989 -0.16802999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 9 -3 12 10 -7 -2 11 -5 -1 14 -14 16 19 -13 -18 -15
right_child=1 2 -4 7 -6 8 -8 -9 -10 -11 -12 17 13 15 -16 -17 18 -19 -20 -21
leaf_value=0.0010851243161918243 0.00063815625201429276 6.9545278456002084e-05 -0.00014723741494058906 0.00093099915551388504 0.00041001556495956986 0.00058055246341383792 0.00063837674579910071 0.00055906039905549948 0.00031038516325589854 0.00091692102935546978 0.0005841693975508083 0.00063839723519353529 0.00096063310251747066 0.00088069218041366695 0.00059965951925549559 0.0011069076295257476 0.0010472855448288975 0.00085544380129251672 0.00092473177269746085 0.000724932448976269
leaf_weight=78 52 66 83 103 61 59 58 81 90 79 55 77 73 62 67 53 71 52 949 55
leaf_count=78 52 66 83 103 61 59 58 81 90 79 55 77 73 62 67 53 71 52 949 55
internal_value=0 0.000378223 0.000183194 0.000874831 0.000680741 0.00031092 0.000912223 0.000725779 0.000417601 0.000806535 0.000772709 0.000817254 0.000923479 0.000913972 0.000788133 0.000928747 0.000920411 0.000726162 0.000933297 0.000807773
internal_weight=0 490 298 1834 192 215 1466 368 149 131 287 232 1408 1330 140 1190 1137 129 1020 117
internal_count=2324 490 298 1834 192 215 1466 368 149 131 287 232 1408 1330 140 1190 1137 129 1020 117
is_linear=0
shrinkage=0.0032998


Tree=7930
num_leaves=12
num_cat=0
split_feature=9 3 52 3 15 1446 11 11 3 15 1446
split_gain=0.0921182 0.0780988 0.253429 0.120533 0.109602 0.0869541 0.110982 0.0843511 0.0725738 0.0674464 0.0503693
threshold=0.089995000000000006 0.12991000000000003 -0.012574999999999998 0.10812000000000001 -0.40312499999999996 0.10428500000000002 1.0000000180025095e-35 0.085155000000000022 0.077930000000000013 -1.0000000180025095e-35 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 -8 10 -10 -6
right_child=-2 2 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.0029549269335795172 -0.0042318603967988729 -0.0013054637090868096 0.013212216239278518 -0.0052186399669155803 0.0022217994845895313 -0.0036995496088616576 0.012347671976009921 0.0042667532669942668 0.0028976198278874688 0.011369657562192 0.0057838891403751945
leaf_weight=93 55 62 75 56 1556 54 61 94 56 52 122
leaf_count=93 55 62 75 56 1556 54 61 94 56 52 122
internal_value=0 0.00272568 0.00662906 0.00247542 0.00268263 0.00294633 0.00313215 0.00745858 0.00275567 0.00699338 0.00248185
internal_weight=0 2281 137 2144 2088 1995 1941 155 1786 108 1678
internal_count=2336 2281 137 2144 2088 1995 1941 155 1786 108 1678
is_linear=0
shrinkage=0.16829


Tree=7931
num_leaves=20
num_cat=0
split_feature=12 47 1 50 43 49 2 48 13 43 43 474 12 12 49 1210 2 43 2
split_gain=0.0766288 0.0731037 0.107129 0.113166 0.0749802 0.175908 0.101414 0.137836 0.0680952 0.0572067 0.0515993 0.0444306 0.0533671 0.0837956 0.0403247 0.0377555 0.0509114 0.0371122 0.0269473
threshold=0.11540500000000002 0.096770000000000009 0.077300000000000021 0.10450500000000001 0.0035900000000000007 0.0093850000000000027 -0.0091949999999999983 -0.065739999999999979 -0.0024349999999999992 0.11098500000000001 -0.033174999999999989 0.083685000000000023 0.083785000000000012 0.084475000000000008 0.085970000000000005 -0.08453999999999999 0.085600000000000023 -0.019324999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 6 -4 -8 18 -6 -2 12 17 -14 -13 -15 -17 -1 -3
right_child=10 8 3 -5 9 -7 7 -9 -10 -11 -12 14 13 15 -16 16 -18 -19 -20
leaf_value=0.0084537002578394596 0.0031019659748850376 0.0048880073594794087 -0.0040558986785422706 0.0056023651228758837 -0.0083305668413798089 -0.0077755935177603198 0.0096657612368473179 0.0010479786667823155 0.0091781230696016628 -0.00054412940676409861 0.010146482497045915 0.0031319534289867387 -0.0041144278763255108 -0.0020099605787658693 0.0091186996590885278 0.0055397240189036315 0.0019339081252544299 0.002645686868296328 -2.5111295055710651e-06
leaf_weight=63 67 69 92 100 55 70 59 490 71 53 54 79 62 53 55 138 584 64 58
leaf_count=63 67 69 92 100 55 70 59 490 71 53 54 79 62 53 55 138 584 64 58
internal_value=0 0.00190377 0.00159955 0.000256777 -0.000393726 0.000231447 0.00110865 0.00197739 0.00499381 -0.00452608 0.00626065 0.00272178 0.00231947 0.00182851 0.00560261 0.00230627 0.0026256 0.00554097 0.0026404
internal_weight=0 2215 2017 919 819 711 641 549 198 108 121 1098 964 837 134 775 722 127 127
internal_count=2336 2215 2017 919 819 711 641 549 198 108 121 1098 964 837 134 775 722 127 127
is_linear=0
shrinkage=0.16829


Tree=7932
num_leaves=17
num_cat=0
split_feature=0 45 43 1 1 2 3 16 14 1 0 43 133 133 133 130
split_gain=0.0994117 0.058405 0.0643601 0.113762 0.0846398 0.131168 0.0775777 0.204475 0.0786138 0.0710652 0.111307 0.0964457 0.0416992 0.0259465 0.0248444 0.00886499
threshold=0.13134000000000004 1.0000000180025095e-35 0.0015250000000000001 0.14228000000000005 0.077300000000000021 0.084360000000000004 0.10812000000000001 -0.075199999999999975 0.076175000000000007 0.10947000000000001 -0.074754999999999988 -0.43328499999999998 -0.013329999999999998 -0.10298999999999998 -0.16763999999999998 0.09833500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 12 13 8 -8 9 11 -11 -1 14 -6 15 -4
right_child=-2 -3 4 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0046699788992994144 0.0081190277871570401 0.007165056848287883 0.0033218066213087116 0.0095715881223607108 -0.0026566043622428697 -0.010123866063533719 0.0035307876604411437 -0.010433275044870096 0.0080481338573217525 -0.0070243587696257716 0.0015007288981515028 0.0024507273916928667 0.0048767046430124019 0.0025848255902806033 -0.0022833781808197623 0.00017547989356803381
leaf_weight=56 68 52 52 53 53 55 69 52 58 64 134 1318 73 54 73 52
leaf_count=56 68 52 52 53 53 55 69 52 58 64 134 1318 73 54 73 52
internal_value=0 0.00158129 0.00144945 0.00188307 -0.000444823 -0.00344464 0.00164932 -0.00245545 0.00195514 0.00172919 -0.00124578 0.0021592 0.00149187 0 8.57192e-05 0.00176592
internal_weight=0 2268 2216 1804 412 162 1751 121 1630 1572 198 1374 250 107 177 104
internal_count=2336 2268 2216 1804 412 162 1751 121 1630 1572 198 1374 250 107 177 104
is_linear=0
shrinkage=0.16829


Tree=7933
num_leaves=12
num_cat=0
split_feature=0 12 1454 480 1447 48 150 51 484 133 13
split_gain=0.0687255 0.0839368 0.0667318 0.0733891 0.0743356 0.0792821 0.147759 0.123509 0.0783855 0.0497433 0.0451885
threshold=0.13134000000000004 0.11999500000000002 0.099235000000000004 -0.040684999999999992 -0.086059999999999984 0.083180000000000018 0.089155000000000012 0.093705000000000024 0.096820000000000003 0.087445000000000009 -0.070529999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 9 8 -6 -7 -9
right_child=-2 -3 -4 4 5 6 -8 10 -10 -11 -12
leaf_value=-0.0047748606441757428 0.0067526783346955827 0.0067093055984398971 0.0070243574135235281 0.00653780003305259 0.00027208750693692778 0.0056059222950349333 -0.0042868078483131898 0.0091868744452690103 -0.0057035940034131996 0.00049369886622717396 0.0025811327445623969
leaf_weight=61 68 79 53 70 1427 260 64 55 65 69 65
leaf_count=61 68 79 53 70 1427 260 64 55 65 69 65
internal_value=0 0.00131558 0.0011201 0.000972757 0.00114259 0.000953331 0.00309733 0.000429518 1.05487e-05 0.00453921 0.00562374
internal_weight=0 2268 2189 2136 2075 2005 393 1612 1492 329 120
internal_count=2336 2268 2189 2136 2075 2005 393 1612 1492 329 120
is_linear=0
shrinkage=0.16829


Tree=7934
num_leaves=12
num_cat=0
split_feature=9 40 124 1456 0 2 0 160 148 14 0
split_gain=0.0576529 0.0784801 0.0726191 0.0538367 0.0601834 0.155436 0.0932632 0.0647849 0.0650253 0.0743417 0.0478373
threshold=0.089995000000000006 -0.081029999999999977 -0.081949999999999981 -0.23785999999999999 0.10798500000000001 0.10672500000000001 0.0037850000000000002 0.11224000000000002 -0.068554999999999991 -0.073114999999999986 -0.081704999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 8 -5 -10 -9
right_child=-2 3 -4 4 5 -7 -8 10 9 -11 -12
leaf_value=0.0016545164518928326 -0.0041489538373460878 0.0064222199327213722 0.0098268464140905711 0.0058944144112868888 0.010825533745498977 -0.0017576019148062194 -0.0045192547649435802 -0.0065970040543003438 0.0061512833834633431 0.00079593552163668274 0.00055842118446143237
leaf_weight=67 55 53 58 82 58 53 90 53 77 1638 52
leaf_count=67 55 53 58 82 58 53 90 53 77 1638 52
internal_value=0 0.00135752 0.00546085 0.00111878 0.000984271 0.00480118 0.000770679 0.00102194 0.00126006 0.00103743 -0.00303625
internal_weight=0 2281 125 2156 2103 111 1992 1902 1797 1715 105
internal_count=2336 2281 125 2156 2103 111 1992 1902 1797 1715 105
is_linear=0
shrinkage=0.16829


Tree=7935
num_leaves=11
num_cat=0
split_feature=1 15 3 3 3 49 4 3 15 13
split_gain=0.0943969 0.116901 0.132003 0.0938713 0.097548 0.0771452 0.0821364 0.0932352 0.0399318 0.0754781
threshold=0.14262000000000002 -0.4680149999999999 -0.21779999999999997 -0.14443999999999999 -0.107915 0.093945000000000015 0.40945500000000007 0.09722500000000002 -0.050699999999999995 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 9 -7
right_child=-2 2 3 4 5 8 -8 -9 -10 -11
leaf_value=0.0080414496122626009 -0.0048390721534222339 -0.0055869617346370696 0.0063230043729011589 -0.0047196442899153515 0.0014078251815919543 -0.0027957487754827009 -0.0047456215511046318 0.0066749560711371475 -0.005574622063251212 0.0033802477479966102
leaf_weight=65 81 88 92 86 1476 151 57 102 54 89
leaf_count=65 81 88 92 86 1476 151 57 102 54 89
internal_value=0 0.00100488 0.000795686 0.00106311 0.000822068 0.00107006 0.00152189 0.00174942 -0.00143655 -0.000497998
internal_weight=0 2260 2195 2107 2015 1929 1635 1578 294 240
internal_count=2341 2260 2195 2107 2015 1929 1635 1578 294 240
is_linear=0
shrinkage=0.16829


Tree=7936
num_leaves=14
num_cat=0
split_feature=0 0 2 3 3 159 2 1456 1453 42 47 2 3
split_gain=0.171795 0.178018 0.181056 0.116101 0.0879035 0.068602 0.0886221 0.0647889 0.0684108 0.0648293 0.0717775 0.0479795 0.0461485
threshold=0.076335000000000014 -0.016419999999999997 0.13459500000000005 -0.13088999999999998 -0.020854999999999995 0.08728000000000001 0.086825000000000013 -0.16480999999999998 -0.076894999999999977 0.11740000000000002 0.11043500000000002 0.106035 0.12991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -3 7 -7 -1 -9 10 -10 -8 -4
right_child=3 4 12 -5 -6 6 11 8 9 -11 -12 -13 -14
leaf_value=-0.0044283469177513824 -0.0010936382679100729 0.0033504213679886952 -0.0084480797607866705 -0.01109128341983665 0.012401092310624653 -0.0066936979965648942 0.0029754968578907582 0.0074396537399389305 0.0013890932058189963 0.0058169696226935772 -0.0041591660755431453 -0.0034402994413495957 -0.0020794958378616778
leaf_weight=52 83 73 68 55 53 70 90 55 1469 89 69 52 63
leaf_count=52 83 73 68 55 53 70 90 55 1469 89 69 52 63
internal_value=0 0.0010282 0.000654639 -0.00509123 0.00717171 0.00106308 -0.00179085 0.00141304 0.0015947 0.00139601 0.00113901 0.000613398 -0.00539904
internal_weight=0 2203 2077 138 126 1946 212 1734 1682 1627 1538 142 131
internal_count=2341 2203 2077 138 126 1946 212 1734 1682 1627 1538 142 131
is_linear=0
shrinkage=0.16829


Tree=7937
num_leaves=14
num_cat=0
split_feature=2 15 0 16 12 3 2 12 3 151 52 15 2
split_gain=0.13459 0.105755 0.0933892 0.119959 0.112326 0.097167 0.0850294 0.0742586 0.0931364 0.0705243 0.0506026 0.0478749 0.0376157
threshold=0.16730000000000003 -0.4680149999999999 0.057400000000000007 0.15454000000000004 0.10632000000000001 -0.074184999999999987 0.114805 0.098150000000000015 0.10924500000000002 -0.033849999999999991 -0.0093349999999999978 -0.11251499999999999 0.10394500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 7 8 10 -8 -3 -11 -7
right_child=-2 2 3 -5 5 12 9 -9 -10 11 -12 -13 -14
leaf_value=0.0066889447419444933 -0.0076695604010527758 -0.00049848180579996815 -0.010107846722431995 0.00036048008341603254 0.0098521582554572697 0.0048772210208513113 -0.0082273391423783298 -0.0037244431422971658 0.0079418426268350519 -0.0047220064458271078 0.0015298621036178004 0.0015263017944624551 -0.00089821893238664228
leaf_weight=82 55 532 52 76 67 62 52 97 54 58 1003 86 65
leaf_count=82 55 532 52 76 67 62 52 97 54 58 1003 86 65
internal_value=0 0.000752752 0.000531081 -0.00387824 0.000803812 0.0046603 0.000405323 0.000791845 0.00106867 -0.00291039 0.000825709 -0.000977902 0.00190714
internal_weight=0 2286 2204 128 2076 194 1882 1686 1589 196 1535 144 127
internal_count=2341 2286 2204 128 2076 194 1882 1686 1589 196 1535 144 127
is_linear=0
shrinkage=0.16829


Tree=7938
num_leaves=23
num_cat=0
split_feature=4 12 2 14 42 2 2 13 160 15 12 481 3 484 49 52 1429 13 481 13 2 16
split_gain=7.65451 2.54342 1.54548 0.851421 0.699691 0.616156 0.588372 0.505545 0.298741 0.245699 0.327068 0.197703 0.161056 0.151786 0.201108 0.176284 0.107656 0.100249 0.0716756 0.095496 0.0512919 0.0449078
threshold=0.30163500000000004 -0.024179999999999997 0.098365000000000022 0.062655000000000016 -0.0043149999999999994 0.14530500000000005 0.13775000000000001 -0.014114999999999997 -1.0000000180025095e-35 0.041820000000000003 0.085635000000000003 -0.0015899999999999998 -0.078484999999999985 0.085515000000000022 -0.0088649999999999996 -0.25180499999999995 0.057970000000000008 -0.006219999999999999 -0.087424999999999989 -0.08533499999999998 0.11093500000000002 -0.010574999999999999
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 4 3 11 -1 8 9 -6 -2 10 -4 18 20 14 21 -16 -15 -10 -3 -20 -12 -13
right_child=5 2 6 -5 7 -7 -8 -9 17 -11 12 13 -14 16 15 -17 -18 -19 19 -21 -22 -23
leaf_value=0.00097678411683587937 0.00069354287495975505 0.0010956609615386265 0.00070748675975387993 0.0015158258873455704 0.00068614359705897491 9.2070178023188887e-05 0.0005696193062161573 0.00026882874725492995 0.00032928804377836847 0.0010952433090106926 0.00096948920955398953 0.00091630875503603414 0.00084498790384612105 0.0010731484905529948 0.00094194470142667348 0.0011185941119403015 0.0008663463379689685 0.00050990819268275126 0.0013462127120513843 0.0011582762198347452 0.0011105099057781484 0.0010411768106590854
leaf_weight=52 58 64 82 54 82 53 57 52 77 80 75 81 91 53 69 885 64 62 55 76 55 64
leaf_count=52 58 64 82 54 82 53 57 52 77 80 75 81 91 53 69 885 64 62 55 76 55 64
internal_value=0 0.00101991 0.0010559 0.0011075 0.000651108 0.000408722 0.000884003 0.000524463 0.000493733 0.0009307 0.000887139 0.00109185 0.000953638 0.00107591 0.00108818 0.00110585 0.000960327 0.000410106 0.00119109 0.00123745 0.00102942 0.000971666
internal_weight=0 2091 1905 1465 186 250 440 134 197 383 303 1411 221 1216 1099 954 117 139 195 131 130 145
internal_count=2341 2091 1905 1465 186 250 440 134 197 383 303 1411 221 1216 1099 954 117 139 195 131 130 145
is_linear=0
shrinkage=0.0032998


Tree=7939
num_leaves=17
num_cat=0
split_feature=4 3 12 3 148 42 0 3 4 3 4 42 42 16 130 12
split_gain=4.60731 1.48216 0.90797 0.494631 0.372469 0.280332 0.208646 0.492293 0.407207 0.183718 0.182541 0.151849 0.151236 0.105945 0.102642 0.0979012
threshold=0.30163500000000004 0.20828500000000003 -0.024179999999999997 0.13772500000000001 -0.043434999999999994 -0.0043149999999999994 -0.072529999999999983 -0.12595999999999999 -0.49269499999999994 -0.107915 0.032965000000000001 0.086700000000000013 0.086275000000000004 -0.11010999999999999 -0.072444999999999982 0.093840000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 11 -4 -1 7 -6 -8 -10 14 -2 -7 -12 -9 -11
right_child=3 -3 4 -5 6 12 8 10 9 15 13 -13 -14 -15 -16 -17
leaf_value=0.00080814410575669963 0.00052336812394997189 0.00029924402458573964 0.00060291820256866294 8.8833531766642311e-05 0.0011832101477045446 0.00039801465089465401 0.001003381941787059 0.0010282310265468371 0.0005875119172812852 0.00088945835882617297 0.00083668960479374715 0.00033491459656572717 0.00064019073234669458 0.00066702170469498819 0.00088409014560827601 0.00074862718999224511
leaf_weight=52 99 57 60 60 60 60 90 60 62 79 122 91 55 64 1071 199
leaf_count=52 99 57 60 60 60 60 90 60 62 79 122 91 55 64 1071 199
internal_value=0 0.000825008 0.000839724 0.000350765 0.000860621 0.0006059 0.000869158 0.000889218 0.000804837 0.000752177 0.000875798 0.000433294 0.000514144 0.000778499 0.000891768 0.000788774
internal_weight=0 2091 2034 250 1867 167 1807 1377 430 340 1317 190 115 186 1131 278
internal_count=2341 2091 2034 250 1867 167 1807 1377 430 340 1317 190 115 186 1131 278
is_linear=0
shrinkage=0.0032998


Tree=7940
num_leaves=20
num_cat=0
split_feature=4 10 402 15 3 15 15 43 12 4 15 3 4 4 4 1 12 1 1
split_gain=0.19667 0.147887 0.134883 0.101476 0.1003 0.0840552 0.0823914 0.0962389 0.100459 0.145178 0.192115 0.070467 0.125891 0.0543388 0.0431736 0.0719862 0.0638561 0.0394192 0.0759156
threshold=0.053255000000000004 -1.0000000180025095e-35 0.095250000000000015 -0.065599999999999978 -0.071329999999999991 0.12061000000000001 -0.14820999999999998 -0.45791499999999996 0.082780000000000006 -0.15333499999999997 -0.0070899999999999991 -0.0068249999999999986 0.45363500000000007 -0.078129999999999991 -0.071794999999999984 0.097480000000000011 0.084055000000000005 0.11762000000000002 0.096035000000000023
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 5 11 -5 6 -1 -8 9 -9 -11 17 -13 -4 15 -10 -16 18 -3
right_child=1 3 13 4 -6 -7 7 8 14 10 -12 12 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0075267542920383649 -0.01021045823224649 0.0038992781064852628 0.0097700721365767476 -0.009437852493032842 -0.00046113390747840906 0.0072990862846209533 -0.0060513963500828313 0.0043008701696767328 0.00039084136302443403 -0.00030423944735813755 -0.010784359341974786 -0.0079219851318773921 0.0023311292969583155 0.0030836838261492036 0.0086312095881290254 0.006794076882678116 0.0024918425029784282 0.0060884964191045606 -0.0040484076163290056
leaf_weight=58 52 98 82 65 78 69 52 93 528 160 72 61 76 61 53 55 541 66 52
leaf_count=58 52 98 82 65 78 69 52 93 528 160 72 61 76 61 53 55 541 66 52
internal_value=0 -0.00166933 0.001965 -0.000770265 -0.00455402 0.00154153 0.00129397 0.00106019 0.00130759 -0.00130822 -0.00356443 0.000757443 -0.00222101 0.0069304 0.00203141 0.000998002 0.00304266 0.00265487 0.0011321
internal_weight=0 548 1824 496 143 1681 1612 1554 1502 325 232 353 137 143 1177 583 594 216 150
internal_count=2372 548 1824 496 143 1681 1612 1554 1502 325 232 353 137 143 1177 583 594 216 150
is_linear=0
shrinkage=0.16829


Tree=7941
num_leaves=29
num_cat=0
split_feature=12 15 12 16 150 12 13 123 15 0 0 12 15 12 52 0 12 133 16 16 1446 16 15 15 15 0 16 1213
split_gain=13.1897 2.83791 2.59874 1.8739 1.19532 0.713632 0.583943 0.453771 0.3254 0.421002 0.293435 0.189346 0.175532 0.200076 0.158503 0.14194 0.132556 0.0836042 0.0834847 0.0675978 0.0628882 0.0622943 0.0440791 0.0406267 0.039643 0.0234038 0.0188265 0.00110108
threshold=0.077755000000000005 -0.25061999999999995 0.099815000000000015 -0.24235499999999996 0.11456000000000001 -0.042789999999999988 -0.14179999999999995 1.0000000180025095e-35 0.083185000000000023 -0.11471499999999998 -0.098179999999999976 0.091545000000000015 -0.085749999999999979 0.11930500000000001 -0.0059799999999999992 -0.026509999999999995 0.095330000000000012 0.085880000000000012 0.39524000000000009 -0.011224999999999997 0.083715000000000026 -0.095794999999999977 -0.039984999999999993 -0.0070899999999999991 -0.087044999999999997 -0.075969999999999996 -0.07959999999999999 -0.088064999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 -4 6 -1 -3 10 9 -2 14 21 -5 22 -8 -12 20 -9 19 -13 25 -11 -14 24 -23 26 27 -10
right_child=2 4 3 12 -6 -7 7 17 16 11 15 18 13 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29
leaf_value=0.0039300149951270128 0.0047819920375669171 0.0043361415310986147 0.0042116102149527112 0.0047073724615411009 0.0041345826202433354 0.0044107113783524911 0.0048163040902246936 0.0046437143813417127 0.0051135772908939186 0.0050125161976389155 0.0050425613719787274 0.0050185509034888038 0.0048926564463953126 0.0047495356717367817 0.0045612068598410308 0.0047991385235645265 0.0050193195684216894 0.0044321861806412618 0.0050773809238450528 0.0048315897166149391 0.0052890488368828106 0.0051863578061597517 0.0050435568229822772 0.0052440136360164527 0.0050819393009851836 0.0052660936897281326 0.0050968039200387106 0.0051917760758999881
leaf_weight=102 61 52 54 55 52 53 59 54 81 73 61 63 54 56 68 67 81 56 101 61 75 117 113 65 192 52 137 257
leaf_count=102 61 52 54 55 52 53 59 54 81 73 61 63 54 56 68 67 81 56 101 61 75 117 113 65 192 52 137 257
internal_value=0 0.00448373 0.00504326 0.00477883 0.00461226 0.00409461 0.00467174 0.00471946 0.00510523 0.00505453 0.00479831 0.00507922 0.00488889 0.0049335 0.00467999 0.00491542 0.0051596 0.00453635 0.00499459 0.00492686 0.00517841 0.00512174 0.00499497 0.00514296 0.00512159 0.0051626 0.0051512 0.00517314
internal_weight=0 624 1748 332 469 155 417 365 1416 733 255 672 278 223 127 128 683 110 225 124 602 447 167 374 309 527 475 338
internal_count=2372 624 1748 332 469 155 417 365 1416 733 255 672 278 223 127 128 683 110 225 124 602 447 167 374 309 527 475 338
is_linear=0
shrinkage=0.0032998


Tree=7942
num_leaves=21
num_cat=0
split_feature=4 52 13 2 402 155 0 0 0 13 13 1 12 49 133 1 12 12 2 158
split_gain=0.174481 0.144504 0.107893 0.201757 0.0944211 0.0849936 0.0910317 0.137201 0.0917474 0.138736 0.09483 0.0918932 0.077062 0.0673294 0.0622275 0.0602718 0.0787664 0.0468581 0.0457971 0.0328596
threshold=0.053255000000000004 0.0029250000000000005 -0.089024999999999979 0.12330500000000001 0.095250000000000015 0.087925000000000017 -0.014334999999999999 0.10798500000000001 -0.10946999999999998 0.17982000000000001 -0.091769999999999977 0.085265000000000021 0.093765000000000015 -0.067864999999999995 -0.075034999999999977 0.11189500000000001 0.087045000000000025 0.083715000000000026 0.11543000000000002 0.085410000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 15 5 6 8 -8 11 10 -10 -1 -7 -13 -6 16 -4 -12 19 -3
right_child=1 18 3 -5 14 12 7 -9 9 -11 17 13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0077208387158385185 -0.0042337959584319643 0.0056812818529679713 -0.00792196194636729 0.0096294082770907851 0.0061586818598832298 0.014308063883031019 -0.0045891013544415524 0.0060648134054859647 0.00016479371938700918 0.013986480033297732 0.0091118631010831935 0.0041789570564215789 0.0059686845559963732 -0.003655470422289708 0.013264762573687949 0.0030830029328013701 0.00078580356823821848 0.0056199721489771986 0.0024145777568182732 0.011407721874006453
leaf_weight=55 101 67 52 75 67 56 66 71 85 59 125 52 74 77 76 75 67 961 59 52
leaf_count=55 101 67 52 75 67 56 66 71 85 59 125 52 74 77 76 75 67 961 59 52
internal_value=0 0.00235077 0.000450066 0.00221537 0.00578139 0.00542588 0.00507697 0.000919157 0.00547854 0.00600356 0.00559981 0.00195913 0.00957485 -0.00048348 0.0099479 -0.000641623 -0.00300417 0.00602355 0.00629158 0.00819869
internal_weight=0 548 370 269 1824 1681 1551 137 1414 1230 1171 184 130 129 143 194 119 1086 178 119
internal_count=2372 548 370 269 1824 1681 1551 137 1414 1230 1171 184 130 129 143 194 119 1086 178 119
is_linear=0
shrinkage=0.16829


Tree=7943
num_leaves=19
num_cat=0
split_feature=156 14 0 15 15 12 402 401 0 13 1213 1 1 50 50 474 160 4
split_gain=0.141517 0.200966 0.151555 0.144635 0.293626 0.12491 0.112054 0.112863 0.0902794 0.174735 0.0868818 0.0700282 0.122497 0.0652625 0.0597865 0.0529065 0.0505891 0.0207862
threshold=0.085835000000000009 -0.2523999999999999 -0.098524999999999988 -0.064999999999999988 0.082725000000000007 0.08597500000000001 0.095250000000000015 0.097935000000000008 0.0037850000000000002 -0.011834999999999998 -0.112105 0.085265000000000021 0.10423500000000001 -1.0000000180025095e-35 0.092620000000000022 0.083855000000000013 -0.064629999999999979 0.27044500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -5 15 8 -8 10 -10 -4 -3 -13 -12 -15 -2 -7 -14
right_child=5 2 6 4 -6 16 7 -9 9 -11 13 12 17 14 -16 -17 -18 -19
leaf_value=-0.006678686015353652 0.014014254528476293 0.0075569969688930212 -0.0016743055534658266 -0.010666596744519443 0.0043149413952004532 -4.6484462145808585e-05 0.013743467042558116 0.004336697619860907 0.0076385346206562605 -0.0041937307310817226 0 -0.0034714212811420091 0.0074657247391185276 0.0058921129497022306 0.0028765508446598385 0.0079937323857156555 0.0063544238389209636 0.0028878036692768466
leaf_weight=52 72 80 58 74 74 58 74 72 57 93 71 79 56 916 237 103 86 60
leaf_count=52 72 80 58 74 74 58 74 72 57 93 71 79 56 916 237 103 86 60
internal_value=0 0.0036373 0.00390628 0.00107196 -0.00316369 0.00745443 0.00466491 0.00911682 0.00420976 0.000290553 0.00466693 0.00335805 0.00162619 0.00496888 0.00527382 0.010481 0.0037638 0.00511332
internal_weight=0 2053 2001 423 148 319 1578 146 1432 150 1282 275 195 1224 1153 175 144 116
internal_count=2372 2053 2001 423 148 319 1578 146 1432 150 1282 275 195 1224 1153 175 144 116
is_linear=0
shrinkage=0.16829


Tree=7944
num_leaves=19
num_cat=0
split_feature=40 131 3 39 1 1 1 4 1209 4 1 52 43 12 131 4 3 1
split_gain=0.0941495 0.0799793 0.0961631 0.0722754 0.0840821 0.100008 0.103987 0.0828982 0.071482 0.0675778 0.0674504 0.055699 0.0522919 0.069745 0.0441349 0.0360448 0.0420822 0.0302218
threshold=0.051255000000000002 0.083410000000000026 0.31370500000000007 0.08733500000000001 0.10538500000000002 0.097070000000000004 0.092860000000000012 0.05864500000000001 0.086665000000000006 -0.016759999999999994 0.10828500000000001 -0.025904999999999994 -0.042649999999999993 0.08536500000000001 0.090150000000000022 -0.042544999999999993 -0.080254999999999979 0.11869500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -5 -1 -7 -6 -12 13 -3 -15 -16 -17 -13
right_child=-2 12 -4 7 10 9 -8 -9 -10 -11 11 17 -14 14 15 16 -18 -19
leaf_value=0.0037966890138197958 -0.0033483012804007006 -0.00044633712007460298 -0.0038052435051646452 0.012024733642097845 -0.0053136414383620646 0.012461023493866508 -0.0026626307461817896 0.0036649821299308389 -0.0015677302798807165 0.0040053917916749336 0.0058907056893775459 -0.0034727188303910498 0.01069461046095156 0.010586296057262605 0.0074682329176576478 7.0438136600443568e-05 0.0065020258507414641 0.0022300855187036522
leaf_weight=1266 56 54 54 57 52 57 82 84 74 52 57 53 55 52 98 63 54 52
leaf_count=1266 56 54 54 57 52 57 82 84 74 52 57 53 55 52 98 63 54 52
internal_value=0 0.00361873 0.00318133 0.00338232 0.00308435 0.00352111 0.00314252 0.0070572 0.0034991 0.00844363 -3.19262e-05 0.00165235 0.00587078 0.00503867 0.00615472 0.00507454 0.00305422 -0.000631363
internal_weight=0 2316 1940 1886 1745 1531 1422 141 1340 109 214 162 376 321 267 215 117 105
internal_count=2372 2316 1940 1886 1745 1531 1422 141 1340 109 214 162 376 321 267 215 117 105
is_linear=0
shrinkage=0.16829


Tree=7945
num_leaves=18
num_cat=0
split_feature=1 1 16 16 12 0 1 12 4 11 16 1456 16 12 4 15 4
split_gain=4.72197 0.721152 0.628696 0.332386 0.286318 0.284243 0.233381 0.225481 0.162076 0.14659 0.18701 0.15129 0.151678 0.157104 0.145765 0.132326 0.0814919
threshold=0.10335000000000001 0.13686500000000004 0.12292000000000002 -0.0093349999999999978 0.11628000000000001 -0.042364999999999993 0.11230000000000001 -0.089089999999999989 0.39574000000000004 1.0000000180025095e-35 0.0063750000000000013 -0.091834999999999986 -0.0058249999999999994 0.083970000000000017 -0.47860499999999995 -1.0000000180025095e-35 -0.0063999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 7 -3 -2 -1 -8 10 11 -9 13 -13 -12 16 -16
right_child=1 5 -4 -5 -6 -7 8 9 -10 -11 14 12 -14 -15 15 -17 -18
leaf_value=0.00071161831184939593 0.00073677946517150929 0.00046785852893494373 0.00084495029212714433 0.00036288897808680714 0.00068877735392081226 0.00014922546216183835 0.00063759645307604558 0.0011002268418634764 0.00041524189659573852 0.001044350676692726 0.00097911361952302683 0.00081279700801624845 0.0010432433300744789 0.0009226910269042166 0.00090195583647634313 0.00067877627296209322 0.00074602013847035304
leaf_weight=64 91 68 97 85 70 56 70 53 76 92 61 175 98 916 111 76 60
leaf_count=64 91 68 97 85 70 56 70 53 76 92 61 175 98 916 111 76 60
internal_value=0 0.000545903 0.000611417 0.000540958 0.000897723 0.000324244 0.000604673 0.000906276 0.000522092 0.000913841 0.000906072 0.00092438 0.000916512 0.000905096 0.000832133 0.000795691 0.000847448
internal_weight=0 543 419 322 1776 124 237 1706 146 1642 1550 1242 1189 1091 308 247 171
internal_count=2319 543 419 322 1776 124 237 1706 146 1642 1550 1242 1189 1091 308 247 171
is_linear=0
shrinkage=0.0032998


Tree=7946
num_leaves=18
num_cat=0
split_feature=1 12 1 14 123 16 1454 475 12 16 48 1454 147 15 1446 474 15
split_gain=9.74857 1.90005 1.26587 1.04367 0.943389 0.607558 0.302752 0.258983 0.2426 0.229721 0.212562 0.1692 0.144418 0.121598 0.0984838 0.0955343 0.0619007
threshold=0.104035 -1.0000000180025095e-35 0.12337000000000002 0.054835000000000009 1.0000000180025095e-35 0.12292000000000002 1.0000000180025095e-35 -0.084374999999999992 0.088745000000000004 -0.116045 0.091545000000000015 0.095590000000000022 0.084575000000000025 -0.074254999999999974 0.084580000000000002 0.083685000000000023 -0.12431499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 5 4 6 8 7 15 -3 -2 12 -8 14 -4 -9 -1 -12
right_child=1 2 13 -5 -6 -7 11 10 -10 -11 16 -13 -14 -15 -16 -17 -18
leaf_value=0.0011354260951961135 0.00043859551491093812 0.0006517059935268073 0.00033256050700827957 0.0015071085659463552 0.00070899535742629572 0.0011427243388154758 0.0014084432513082369 0.0010868106613357888 0.00091599785175129817 0.00020472705483403725 0.0010357646647569778 0.0011396000400610885 0.00091775158183293596 0.00055564605451416328 0.0012121982750913371 0.0013253952522124391 0.00088341090384044297
leaf_weight=61 88 91 56 66 71 66 52 1167 67 97 54 55 55 53 78 64 78
leaf_count=61 88 91 56 66 71 66 52 1167 67 97 54 55 55 53 78 64 78
internal_value=0 0.000584625 0.000733665 0.00109847 0.0010829 0.000875747 0.00109883 0.00108701 0.000764002 0.000316163 0.00107424 0.00127058 0.00108724 0.000441357 0.00109469 0.00123297 0.000946004
internal_weight=0 518 333 1801 1735 224 1664 1557 158 185 1432 107 1300 109 1245 125 132
internal_count=2319 518 333 1801 1735 224 1664 1557 158 185 1432 107 1300 109 1245 125 132
is_linear=0
shrinkage=0.0032998


Tree=7947
num_leaves=22
num_cat=0
split_feature=4 12 13 12 43 43 12 11 11 4 12 1446 4 43 52 42 52 133 13 4 4
split_gain=3.11127 1.3787 0.741418 0.571828 0.356156 0.360136 0.267533 0.194327 0.206834 0.170021 0.158301 0.125878 0.0873893 0.121065 0.0866605 0.0666233 0.0604733 0.0539797 0.0770975 0.0610411 0.0133565
threshold=0.30163500000000004 0.054520000000000006 -0.28558999999999996 0.11844 -0.040789999999999993 -0.085594999999999991 -0.050214999999999989 1.0000000180025095e-35 0.085630000000000026 -0.14538499999999996 0.092495000000000008 0.084580000000000002 -0.0083249999999999973 0.0066850000000000008 -0.20534999999999998 0.087755000000000014 -0.067394999999999983 0.0061750000000000008 -0.065269999999999981 -0.068484999999999976 0.41696500000000003
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 2 -1 7 5 -4 -2 10 -9 -6 11 12 13 -3 -12 -14 -11 19 -19 -16 -8
right_child=6 3 4 -5 9 -7 20 8 -10 16 14 -13 15 -15 17 -17 -18 18 -20 -21 -22
leaf_value=0.00034152003817682509 0.00035143781956124609 0.00093311429214756447 0.00081639687431143591 0.00065529983234414448 0.00097674193145497862 0.00048148134073822926 0.00062037045738168827 0.0012077448596692535 0.0009331958759158848 0.00086826043486380646 0.00077340024518045649 0.0010621956040871307 0.00095885884639551676 0.00079407568991502657 0.00093853844981246347 0.0010970095749394742 0.00072400965975184871 0.0010199038772716678 0.00088268054126517965 0.00081193265414329326 0.00054641279838074945
leaf_weight=53 100 560 64 85 73 79 55 58 66 55 82 100 163 82 68 56 91 77 128 135 89
leaf_count=53 100 560 64 85 73 79 55 58 66 55 82 100 163 82 68 56 91 77 128 135 89
internal_value=0 0.000877722 0.00070724 0.000920322 0.000760687 0.00063162 0.000483465 0.000934602 0.0010619 0.000844803 0.000923699 0.000948746 0.000935529 0.00091541 0.000874504 0.000994346 0.000778592 0.000894738 0.000934395 0.000854516 0.000574905
internal_weight=0 2075 415 1660 362 143 244 1575 124 219 1451 961 861 642 490 219 146 408 205 203 144
internal_count=2319 2075 415 1660 362 143 244 1575 124 219 1451 961 861 642 490 219 146 408 205 203 144
is_linear=0
shrinkage=0.0032998


Tree=7948
num_leaves=15
num_cat=0
split_feature=1 15 34 1454 1454 130 43 42 3 42 43 42 51 480
split_gain=0.158161 0.199006 0.122537 0.092443 0.101237 0.0852828 0.0835454 0.230703 0.089635 0.187862 0.0634674 0.075886 0.0587581 0.0587065
threshold=0.13686500000000004 -0.41880499999999993 -1.0000000180025095e-35 0.078175000000000008 0.092835000000000015 -0.077479999999999979 -0.16205499999999998 -0.092104999999999979 -0.11255999999999998 0.077855000000000021 -0.0054649999999999985 -0.07793499999999999 -0.012244999999999997 0.087915000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 7 -7 9 12 13 -12 -8 -10
right_child=1 -3 3 4 -6 6 8 -9 10 -11 11 -13 -14 -15
leaf_value=0.012533440653200861 0.0074164165714188934 -0.0061798818538756585 0.010673526523464445 0.015749374619806439 0.005809974495270976 0.0085596920938896207 0.0009272943008028445 -0.0064561613795023438 0.0055292654830404507 0.016932098046429565 -0.0024034064801505442 0.0042879599667867627 0.0085593072584543347 0.0104569137262447
leaf_weight=77 54 70 84 53 66 56 52 60 920 58 52 577 65 75
leaf_count=77 54 70 84 53 66 56 52 60 920 58 52 577 65 75
internal_value=0 -0.000244425 0.00591944 0.00567814 0.0102519 0.00540497 0.00517293 0.000777384 0.00545536 0.00908702 0.00506291 0.00373192 0.00518266 0.0059025
internal_weight=0 124 2195 2118 119 1999 1915 116 1799 175 1624 629 117 995
internal_count=2319 124 2195 2118 119 1999 1915 116 1799 175 1624 629 117 995
is_linear=0
shrinkage=0.16829


Tree=7949
num_leaves=21
num_cat=0
split_feature=1 1 16 1 3 4 3 49 3 3 3 42 43 3 1 130 3 1 49 4
split_gain=10.9339 1.76327 1.29518 1.01901 0.54889 0.46431 0.356696 0.325179 0.316177 0.2909 0.189958 0.154557 0.23538 0.134102 0.143648 0.129865 0.103295 0.0733862 0.0385693 0.0214926
threshold=0.10892500000000001 0.13475500000000004 0.12292000000000002 0.10141500000000002 -0.024114999999999994 -0.14538499999999996 -0.015794999999999997 0.097940000000000013 0.30112000000000005 0.045635000000000002 0.091170000000000015 0.095455000000000012 -0.067359999999999989 0.0012800000000000001 0.094750000000000015 -0.072444999999999982 -0.065259999999999999 0.090275000000000008 0.11530000000000001 -0.073714999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 -2 -5 -7 10 -3 -6 11 13 -13 14 15 -1 18 19 -9 -14
right_child=1 8 -4 5 9 6 -8 16 -10 -11 -12 12 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0014769512253630993 0.00092240932525767519 0.00049388704911176406 0.0012809647265926507 0.0012618345112288269 0.0003921380439097891 0.0010694134059473861 0.00068705030609380918 0.0012589005736063706 0.00017393421782761816 0.00070840907330579688 0.0011360116489511078 0.0010371572253701485 0.0012876937711368145 0.00148085886855545 0.0011434565357262825 0.0013140639092197343 0.00102977328201568 0.001395425498373023 0.0011406691283673029 0.0011803052398260308
leaf_weight=60 84 94 55 53 54 55 53 77 53 79 77 56 60 59 54 1068 55 53 68 52
leaf_count=60 84 94 55 53 54 55 53 77 53 79 77 56 60 59 54 1068 55 53 68 52
internal_value=0 0.000670394 0.000827871 0.0012595 0.000712869 0.00100732 0.000882098 0.00128282 0.00037877 0.000580263 0.00129928 0.00130785 0.00122526 0.00132253 0.0013146 0.00132276 0.00115604 0.00128888 0.0012037 0.00123815
internal_weight=0 419 272 1900 217 161 108 1739 147 133 1539 1462 221 1241 1182 1128 200 165 145 112
internal_count=2319 419 272 1900 217 161 108 1739 147 133 1539 1462 221 1241 1182 1128 200 165 145 112
is_linear=0
shrinkage=0.0032998


Tree=7950
num_leaves=18
num_cat=0
split_feature=148 3 2 4 16 16 0 4 402 13 52 3 3 2 2 13 52
split_gain=0.103409 0.0942537 0.121654 0.0929605 0.121953 0.104726 0.136423 0.0814315 0.0561416 0.0794932 0.0704219 0.0401413 0.0394028 0.073171 0.0716905 0.090475 0.0296212
threshold=-0.079549999999999996 0.41303000000000006 0.15020000000000003 0.0015850000000000003 -0.096104999999999982 -0.065999999999999989 -0.080474999999999977 -0.0023899999999999993 0.097495000000000012 -0.050754999999999995 0.10024500000000001 -0.082404999999999992 -0.080884999999999985 0.098895000000000011 0.11177500000000001 -0.011834999999999998 -0.054974999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 12 -7 8 10 -10 -6 -2 13 -5 15 -14 -8
right_child=1 -3 -4 5 7 6 16 -9 9 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=-5.0429239462467414e-05 0.0082788520620350626 0.012706001598304022 -0.0020224160115891151 0.011698464574190335 0.0066051190963174224 -0.0038017697887287732 0.0062835791199057946 0.011774885002038597 -0.0018042455405996867 0.0069623528489077529 0.0033610336226633846 0.01477701417073575 0.0053400264982293106 0.003305879496341401 0.0087503412925861307 -0.0020822268136386742 0.0013078403221334161
leaf_weight=95 53 52 60 70 999 95 90 65 65 53 237 59 137 52 81 70 56
leaf_count=95 53 52 60 70 999 95 90 65 65 53 237 59 137 52 81 70 56
internal_value=0 0.00559701 0.00543132 0.00563711 0.00635531 0.00394529 0.00115184 0.00593077 0.0056489 0.00211807 0.00598453 0.011718 0.00558292 0.00813602 0.00449516 0.00282141 0.00438738
internal_weight=0 2294 2242 2182 1531 651 241 1419 1354 118 1236 112 410 122 288 207 146
internal_count=2389 2294 2242 2182 1531 651 241 1419 1354 118 1236 112 410 122 288 207 146
is_linear=0
shrinkage=0.16829


Tree=7951
num_leaves=25
num_cat=0
split_feature=4 3 40 3 42 43 43 3 42 49 4 3 157 158 42 43 4 42 0 15 0 156 4 3
split_gain=4.48962 2.34544 0.711127 0.758903 0.414917 0.334185 0.234321 0.215774 0.188519 0.179615 0.187912 0.247773 0.144053 0.158299 0.109072 0.13731 0.116806 0.0691983 0.0731876 0.0707412 0.0485308 0.0434411 0.02972 0.0152288
threshold=0.30163500000000004 -0.064294999999999977 -0.08416499999999999 0.30112000000000005 0.086700000000000013 -0.035884999999999993 -0.082689999999999986 0.13524500000000003 0.089625000000000024 -0.053904999999999988 -0.21586499999999997 0.085315000000000016 -0.08427999999999998 0.087355000000000016 0.088585000000000011 -0.20207499999999998 -0.21586499999999997 0.090515000000000012 -0.076329999999999995 0.041820000000000003 -0.088269999999999987 0.0010500000000000004 -0.0072499999999999995 -0.080634999999999984
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 8 -3 5 7 6 -4 20 12 -7 -11 -12 21 14 15 -14 -17 -10 22 -20 -2 -1 23 -19
right_child=4 2 3 -5 -6 9 -8 -9 17 10 11 -13 13 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25
leaf_value=0.001036304219697798 0.0007135527119503575 0.00038980673031989785 0.00083582385485465947 0.00040195088326865774 0.00026631138172648146 0.0010580887681282951 0.0005472586866019937 0.00038951732776784545 0.00080719545268206406 0.0010021684918071999 0.00087408199153383591 0.00059580919189190567 0.00081427463842615052 0.0011244874707828868 0.0011245361553709496 0.0011309926407971108 0.00096919590083065254 0.00096301521304518296 0.00082556896141593628 0.00095595671129545005 0.00056834389939091712 0.0011692794666595802 0.00091311778495738259 0.0010378159702225797
leaf_weight=55 52 61 57 54 85 54 69 60 52 60 108 53 61 92 55 55 746 75 98 98 57 72 63 97
leaf_count=55 52 61 57 54 85 54 69 60 52 60 108 53 61 92 55 55 746 75 98 98 57 72 63 97
internal_value=0 0.000919533 0.00072554 0.000770473 0.000455171 0.000820012 0.00067808 0.000549952 0.00098134 0.000884914 0.00084244 0.000782695 0.00100492 0.000991416 0.000978027 0.000968638 0.00098035 0.000925798 0.000940026 0.000890943 0.000637941 0.00111197 0.000980814 0.0010054
internal_weight=0 2135 516 455 254 401 126 169 1619 275 221 161 1136 1009 917 862 801 483 431 196 109 127 235 172
internal_count=2389 2135 516 455 254 401 126 169 1619 275 221 161 1136 1009 917 862 801 483 431 196 109 127 235 172
is_linear=0
shrinkage=0.0032998


Tree=7952
num_leaves=12
num_cat=0
split_feature=42 41 1211 42 160 151 2 9 0 1 49
split_gain=0.149175 0.070499 0.100234 0.0696286 0.0485498 0.0422019 0.0501525 0.0684566 0.0593328 0.0880953 0.0579616
threshold=0.12403500000000002 0.083525000000000016 0.077345000000000011 0.082410000000000025 0.26691500000000007 0.10788000000000002 0.114805 -1.0000000180025095e-35 -0.10417499999999999 0.11846000000000002 -0.098534999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -8 -10 -9
right_child=-2 -3 3 -5 -6 -7 8 10 9 -11 -12
leaf_value=-1.8928084084851816e-05 -0.0022651101856691171 1.9714263224707e-05 0.0057650326409493646 0.013684927891585085 0.0008712840496837692 0.010101941182224499 0.0067584997633274458 0.010995979281568884 0.0045521193561036486 -0.0029500526043159019 0.0055914444961705839
leaf_weight=59 75 69 59 70 71 53 85 59 104 77 1608
leaf_count=59 75 69 59 70 71 53 85 59 104 77 1608
internal_value=0 0.00534439 0.00550724 0.0100766 0.00522783 0.0053782 0.00525162 0.00558441 0.00308548 0.00135066 0.0057838
internal_weight=0 2314 2245 129 2116 2045 1992 1726 266 181 1667
internal_count=2389 2314 2245 129 2116 2045 1992 1726 266 181 1667
is_linear=0
shrinkage=0.16829


Tree=7953
num_leaves=15
num_cat=0
split_feature=40 1456 1 4 4 40 1 16 12 15 150 1 4 2
split_gain=0.0900892 0.0746864 0.0649364 0.0755727 0.119709 0.0863975 0.082938 0.070839 0.0869226 0.0785271 0.094554 0.0708013 0.0745067 0.0705331
threshold=-0.08416499999999999 0.089050000000000004 0.14566000000000004 0.0099250000000000015 0.056640000000000003 -0.0057599999999999986 0.13301500000000002 -0.095229999999999995 0.085965000000000014 -0.092729999999999993 0.083205000000000015 0.10384000000000002 0.26450500000000005 0.11543000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 11 8 -7 -9 -11 12 -6 -13
right_child=1 -3 -4 4 6 7 -8 9 -10 10 -12 13 -14 -15
leaf_value=-0.00099079059996555778 0.011438694664036724 -7.2647793208327543e-06 0.010500086630739272 -0.0024885434332937578 0.0046364360840545271 0.013951550461450813 -0.0017800508062986457 0 0.0052195663439619129 0.0043626336737563392 0.009179631482090873 0.010212122997118024 -0.0026176502717303969 0.0034596460672579629
leaf_weight=89 59 101 53 99 153 52 61 103 88 1167 129 103 54 78
leaf_count=89 59 101 53 99 153 52 61 103 88 1167 129 103 54 78
internal_value=0 0.00444973 0.00465526 0.00451007 0.0027974 0.00509627 0.0039669 0.00485196 0.00847571 0.00448804 0.00484349 0.00487505 0.00273539 0.00731214
internal_weight=0 2300 2199 2146 548 1598 449 1539 140 1399 1296 388 207 181
internal_count=2389 2300 2199 2146 548 1598 449 1539 140 1399 1296 388 207 181
is_linear=0
shrinkage=0.16829


Tree=7954
num_leaves=30
num_cat=0
split_feature=1 52 1 15 1 15 0 0 43 13 15 0 4 160 4 16 16 457 0 0 474 1213 0 43 130 1211 13 42 48
split_gain=11.4259 2.01062 1.17036 0.748054 0.576867 0.456296 0.437815 0.839277 0.418844 0.390373 0.340819 0.275461 0.252305 0.24564 0.245362 0.14552 0.132435 0.121237 0.172209 0.104056 0.0979421 0.0644731 0.104979 0.0622331 0.0558559 0.0807407 0.064249 0.0456844 0.0241675
threshold=0.10335000000000001 -0.42364999999999992 0.12419000000000001 0.03981500000000001 0.092860000000000012 0.11822000000000001 -0.12608499999999997 -0.059914999999999989 -0.072864999999999985 -0.052454999999999995 -0.006494999999999999 -0.098179999999999976 -0.10429499999999998 -0.071719999999999992 0.049545000000000006 -0.38959499999999997 -0.07959999999999999 0.083995000000000014 -0.097829999999999986 -0.074754999999999988 0.083685000000000023 0.030935000000000004 -0.074434999999999987 -0.073404999999999984 0.085970000000000005 0.077345000000000011 -0.050754999999999995 0.087365000000000012 0.087770000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 10 12 28 19 -4 -10 14 -6 -5 -12 17 -16 24 18 -1 -8 -20 22 27 -17 25 26 -14 -18 -3
right_child=1 2 8 5 11 -7 7 -9 9 -11 13 -13 16 -15 15 23 21 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0013632681695094993 0.0011305876955002574 0.00044172444312649204 0.00011922017839922436 0.0014439211739409599 0.0006737328885057873 0.00096546464921400317 0.0010388216234387784 0.00042940975515598175 0.00030631303981566103 0.00065291560152518871 0.00076388876659708854 0.00098594037723969481 0.0011456664728413501 0.0010585997532715314 0.00115040193850719 0.001027590231905578 0.0012909756512742062 0.0010347757509740325 0.0011197355020348249 0.00083297328619663343 0.0012307153082355745 0.0010406902654687431 0.0010769014400661379 0.00087005711768060174 0.0013526535259073943 0.0013490542605752891 0.0012495743807279232 0.0011670011179973855 0.0005472707951521352
leaf_weight=52 66 54 67 55 53 83 52 55 98 56 53 77 121 78 62 60 76 77 275 62 141 52 81 60 54 58 182 76 53
leaf_count=52 66 54 67 55 53 83 52 55 98 56 53 77 121 78 62 60 76 77 275 62 141 52 81 60 54 58 182 76 53
internal_value=0 0.000589004 0.000517013 0.00112685 0.00106502 0.00119971 0.000660435 0.000765391 0.000337738 0.000432579 0.00109621 0.000858927 0.00122541 0.000939634 0.00112438 0.00101788 0.00120819 0.00115987 0.00118038 0.000927178 0.00115744 0.00115178 0.00117642 0.000949117 0.00124685 0.00123092 0.0012082 0.00122922 0.000494334
internal_weight=0 563 497 1826 988 838 276 169 221 154 858 130 755 131 727 182 700 545 468 114 416 285 233 120 415 361 303 152 107
internal_count=2389 563 497 1826 988 838 276 169 221 154 858 130 755 131 727 182 700 545 468 114 416 285 233 120 415 361 303 152 107
is_linear=0
shrinkage=0.0032998


Tree=7955
num_leaves=29
num_cat=0
split_feature=1 3 1 2 15 3 1 52 158 2 3 3 3 1 3 0 2 133 1 1 3 133 133 402 3 402 1 3
split_gain=8.10146 1.8357 0.78904 0.724642 0.663228 0.550393 0.409725 0.450457 0.253506 0.1748 0.169934 0.166214 0.198694 0.161029 0.167475 0.144612 0.124788 0.163187 0.110052 0.108833 0.0656329 0.0595042 0.103758 0.0760837 0.0543803 0.0433835 0.0538766 0.0159879
threshold=0.10538500000000002 -0.06340999999999998 0.13630500000000004 0.11444000000000001 0.029300000000000003 -0.14818499999999998 0.092860000000000012 -0.087239999999999984 0.080150000000000013 0.12051500000000002 0.31400500000000003 0.08734500000000002 -0.097574999999999981 0.079415000000000013 -0.080734999999999987 -0.086034999999999986 0.085775000000000004 -0.014614999999999998 0.10019500000000002 0.11570500000000002 0.0025650000000000004 -0.07218999999999999 -0.021469999999999996 0.0038750000000000004 -0.07928499999999998 -0.088779999999999984 0.090670000000000014 -0.080254999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 9 19 6 -6 8 -8 11 20 -4 12 -1 14 -14 16 17 -7 -9 -2 -3 23 -23 -17 -10 27 -27 -24
right_child=1 2 10 -5 5 15 7 18 24 -11 -12 -13 13 -15 -16 21 -18 -19 -20 -21 -22 22 25 -25 -26 26 -28 -29
leaf_value=0.00096988282347056868 0.0012384727471904764 0.00064381949320859735 0.00043675693496979083 0.0006712071444223358 0.0015353936841511996 0.0012337444362913374 0.0011607243646590826 0.0006928068133533143 0.0013500977564842175 0.00052369310436318562 0.00018447539910975566 0.0009341558114644489 0.0011660510804720739 0.0012651242863098791 0.0010396688280310568 0.0011584521021964053 0.0011419181438908359 0.0014786106152181733 0.00091249977327159573 0.0010179356863694263 0.00078874617705115564 0.0010058957202004554 0.001181296850963672 0.0013352883296211613 0.001190465603791734 0.0011660346433688279 0.0010478519754878286 0.0012749151309043615
leaf_weight=96 52 70 62 60 55 78 62 52 53 78 56 66 270 91 213 67 58 52 52 52 76 53 66 52 54 251 59 54
leaf_count=96 52 70 62 60 55 78 62 52 53 78 56 66 270 91 213 67 58 52 52 52 76 53 66 52 54 251 59 54
internal_value=0 0.000674154 0.000536288 0.00096144 0.00114543 0.00121399 0.00108798 0.000936815 0.0011177 0.000651476 0.000317329 0.00109553 0.00111138 0.00113498 0.00111039 0.00119157 0.00127352 0.00133196 0.000802992 0.00112854 0.000719502 0.00116592 0.00114858 0.00123602 0.00126987 0.00116608 0.00114366 0.00122372
internal_weight=0 506 342 164 1854 845 1009 166 843 224 118 736 670 574 483 790 188 130 104 104 146 602 483 119 107 430 310 120
internal_count=2360 506 342 164 1854 845 1009 166 843 224 118 736 670 574 483 790 188 130 104 104 146 602 483 119 107 430 310 120
is_linear=0
shrinkage=0.0032998


Tree=7956
num_leaves=17
num_cat=0
split_feature=150 31 13 3 12 131 131 4 4 3 150 133 47 12 4 13
split_gain=0.128296 0.0907031 0.0816809 0.209978 0.248318 0.0728282 0.0831984 0.0664743 0.0555047 0.0948971 0.0466101 0.0548207 0.0779103 0.0679197 0.0367783 0.0291683
threshold=0.10921500000000002 -0.018414999999999997 0.055020000000000006 -0.10237999999999998 0.086885000000000004 0.089915000000000009 0.11495000000000001 0.052250000000000012 -0.15805499999999997 -0.14619999999999997 0.093200000000000019 0.10686000000000002 0.096770000000000009 0.097510000000000013 -0.032764999999999996 -0.071244999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 15 -2 -4 -10 11 12 -5 -13 -11 -7
right_child=7 2 8 5 -6 6 -8 -9 9 14 -12 13 -14 -15 -16 -17
leaf_value=-0.001012226844284661 -0.0046601684926644614 0.021569916355951312 0.0071270615914857394 0.0041649738102998816 0.0061028355725093889 0.012743361433872813 0.0040553835710972199 0.0036883854918877646 -0.0042786758951575653 0.0010435627075225564 0.0096063330980726228 0.0054536730290879716 0.0089344675467165919 0.012201026693125755 0.0058506969638236908 0.0082592482551975075
leaf_weight=58 53 53 77 1127 67 83 89 55 54 82 66 134 107 63 103 89
leaf_count=58 53 53 77 1127 67 83 89 55 54 82 66 134 107 63 103 89
internal_value=0 0.00553036 0.00570414 0.00612639 0.0129491 0.00565965 0.0082655 -0.000391955 0.00318901 0.00191274 0.00520412 0.00499983 0.00457999 0.00762058 0.00372968 0.0104335
internal_weight=0 2252 2194 1878 120 1758 261 108 316 239 1497 1431 1234 197 185 172
internal_count=2360 2252 2194 1878 120 1758 261 108 316 239 1497 1431 1234 197 185 172
is_linear=0
shrinkage=0.16829


Tree=7957
num_leaves=15
num_cat=0
split_feature=402 149 150 43 133 133 1203 34 16 16 16 0 0 402
split_gain=0.117188 0.0985813 0.117987 0.0865886 0.081257 0.0791601 0.0743793 0.0757775 0.0642597 0.0793778 0.0789263 0.0308124 0.0247194 0.00994569
threshold=-0.089154999999999998 0.077335000000000015 0.10980500000000001 0.024635000000000004 -0.17071499999999998 0.39024000000000009 0.085595000000000018 -0.080814999999999984 -0.15796999999999997 -0.41863499999999992 -0.123625 -0.08095999999999999 -0.082454999999999987 -0.44724499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 12 -1 7 -2 9 -9 -10 -6 -5 -7
right_child=1 -3 -4 4 11 13 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.013794007009353465 -0.0022064216532010801 0.010504977159811763 -0.0019493804493039845 0.0059464896779296526 0.012508578227703774 0.0076277698877404727 -0.0023032804258787429 0.004586857200213644 -0.002259233174376216 0.012233362394700817 0.0039568089442304586 0.0072625227534555701 0.0015828651192699111 0.0044846670223674633
leaf_weight=56 56 65 95 93 66 63 57 118 60 58 1384 66 63 60
leaf_count=56 56 65 95 93 66 63 57 118 60 58 1384 66 63 60
internal_value=0 0.00403359 0.00383395 0.0041067 0.00681606 0.00852339 0.0036554 0.00385913 0.00406991 0.00711694 0.00369728 0.00989916 0.00419577 0.00610916
internal_weight=0 2181 2116 2021 288 179 1733 1676 1620 176 1444 132 156 123
internal_count=2360 2181 2116 2021 288 179 1733 1676 1620 176 1444 132 156 123
is_linear=0
shrinkage=0.16829


Tree=7958
num_leaves=18
num_cat=0
split_feature=48 39 1 1 16 132 448 0 16 14 0 52 158 1456 0 16 43
split_gain=0.101103 0.0778399 0.0719434 0.158851 0.11784 0.106924 0.141361 0.104831 0.089588 0.0783279 0.0970697 0.0795153 0.0623913 0.11465 0.0649242 0.043757 0.0434644
threshold=0.13438000000000003 0.10484500000000001 0.085720000000000005 0.078340000000000007 0.21684500000000004 -0.012329999999999999 -0.065209999999999976 -0.067329999999999987 0.41484500000000007 -0.23083499999999998 -0.14454499999999995 -0.060549999999999993 0.07968500000000002 -0.05618999999999999 -0.088484999999999994 0.081265000000000018 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -4 -7 12 -6 -8 11 -11 13 -1 -14 -12 -9
right_child=-2 -3 5 -5 8 6 9 16 -10 10 15 -13 14 -15 -16 -17 -18
leaf_value=-0.0040801567166419226 -0.003474323569291143 0.0088849079800816331 -0.0048583050777522216 0.011094318972904601 -0.0043812436893945388 -0.0051645476243067992 0.0089750460710036738 0.012731829339441116 0.0043903477203402113 0.003305164994332243 0.0030647028312575765 -0.0050358912349445341 0.011244823615281343 0.0039174878036993838 0.0031513267838908046 0.0064241400416317034 0.006145770391459685
leaf_weight=54 55 83 53 94 80 57 68 55 56 60 454 70 63 797 52 147 62
leaf_count=54 55 83 53 94 80 57 68 55 56 60 454 70 63 797 52 147 62
internal_value=0 0.00380993 0.00361956 0.00441805 0.00390176 0.0024642 0.00291967 0.00448835 -0.000756202 0.00349865 0.00298675 -0.00117235 0.0039089 0.00340789 0.00760078 0.00388938 0.00925714
internal_weight=0 2305 2222 1313 1219 909 856 1083 136 799 731 130 966 851 115 601 117
internal_count=2360 2305 2222 1313 1219 909 856 1083 136 799 731 130 966 851 115 601 117
is_linear=0
shrinkage=0.16829


Tree=7959
num_leaves=15
num_cat=0
split_feature=43 3 474 474 149 1455 123 1 52 2 160 2 43 42
split_gain=0.0719676 0.142567 0.0690798 0.109854 0.0642737 0.0740673 0.0776249 0.092207 0.0839574 0.0738769 0.0616154 0.0377551 0.0603382 0.0439472
threshold=0.024635000000000004 -0.092019999999999977 0.088435000000000014 0.084880000000000011 0.077335000000000015 0.084965000000000027 0.091810000000000017 0.11634000000000001 -0.046924999999999988 0.084855000000000014 -0.071139999999999995 0.091725000000000015 0.26450500000000005 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 9 -9 -1 -4 13 -13 -3
right_child=1 11 10 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15
leaf_value=0.0039977616446418554 0.012247417321939446 -0.0012323106920764284 0.0095449380779697723 -0.0046794150835253213 0.0082506865536549363 0.0067750519156245196 0.0079594022616457961 -0.0069082344900435804 0.00098569879060842651 0.0014197723070598573 0.0030728668139856936 0.0084457751982122721 0.0015475426172278871 0.0047703914325324627
leaf_weight=486 67 73 74 61 55 103 62 60 104 904 98 84 64 65
leaf_count=486 67 73 74 61 55 103 62 60 104 904 98 84 64 65
internal_value=0 0.00524865 0.00263603 0.00233213 0.00257423 0.00239157 0.00211107 0.00187658 -0.00189137 0.00232243 0.00586781 0.0036028 0.00547489 0.00158203
internal_weight=0 353 2007 1835 1774 1719 1616 1554 164 1390 172 286 148 138
internal_count=2360 353 2007 1835 1774 1719 1616 1554 164 1390 172 286 148 138
is_linear=0
shrinkage=0.16829


Tree=7960
num_leaves=13
num_cat=0
split_feature=1 124 1456 9 43 1 4 376 48 1374 1210 15
split_gain=0.294553 0.18666 0.104615 0.10003 0.103532 0.106152 0.183293 0.0947419 0.116841 0.0638192 0.0569235 0.0534619
threshold=0.14846500000000004 -0.043384999999999993 -0.15824499999999997 1.0000000180025095e-35 -0.12584499999999996 0.081540000000000015 -0.088784999999999989 1.0000000180025095e-35 0.084485000000000018 0.085820000000000021 -0.080859999999999974 0.089050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -4 -1 -9 10 -6 -12
right_child=-2 2 3 -5 9 -7 -8 8 -10 -11 11 -13
leaf_value=-0.0070826088494171033 -0.010505618415134641 0.0093529417037075055 -0.011506938322001116 0.0096249317321918208 0.006839336993190945 0.0042830383302236326 0.00082852271072224478 0.0061130892420345915 -0.0051117825254170021 0.0085266978461508453 0.0018347374824339104 0.004128848351974526
leaf_weight=82 52 66 54 55 85 69 92 53 52 53 1266 375
leaf_count=82 52 66 54 55 85 69 92 53 52 53 1266 375
internal_value=0 0.00229704 0.00274807 0.00253445 0.00233797 -0.00114432 -0.0037216 -0.00279461 0.000536995 0.00275983 0.00258171 0.00236008
internal_weight=0 2302 2115 2049 1994 215 146 187 105 1779 1726 1641
internal_count=2354 2302 2115 2049 1994 215 146 187 105 1779 1726 1641
is_linear=0
shrinkage=0.16829


Tree=7961
num_leaves=18
num_cat=0
split_feature=10 12 13 43 1212 15 42 52 52 15 475 43 1213 43 401 52 12
split_gain=0.173619 0.13145 0.123095 0.1075 0.0822444 0.106925 0.21452 0.073487 0.0669337 0.0802905 0.0652337 0.0499627 0.0482797 0.0554084 0.094733 0.0567896 0.0240737
threshold=-0.011559999999999999 -0.010219999999999998 -0.0072499999999999995 -0.080474999999999977 0.083355000000000026 0.089150000000000021 0.065960000000000019 -0.21347499999999997 -0.41304999999999997 -0.074054999999999996 -0.085684999999999997 -0.069824999999999984 0.088165000000000007 -0.08231999999999999 0.080710000000000018 -0.085924999999999987 -0.096234999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 8 9 -3 -9 -11 13 14 -12 -15 -5
right_child=1 4 -4 16 5 -7 -8 10 -10 11 12 -13 -14 15 -16 -17 -18
leaf_value=-0.0055685325158669934 0.006243695329411993 0.0068019765832673541 -0.007306616317066735 -0.0048070854273840752 0.0016141730175508082 0.0042028860873868099 -0.011333712840023847 0.0080633465671459525 -0.0049988684220400158 -0.0035752404949439191 0.002618498717630726 0.0024191186741030061 -0.0015246903177594205 0.0085698060182091921 -0.0049975515140560037 0.003570048761740008 -0.00014710579786130336
leaf_weight=90 66 61 75 54 99 89 57 78 54 74 318 84 62 70 54 892 77
leaf_count=90 66 61 75 54 99 89 57 78 54 74 318 84 62 70 54 892 77
internal_value=0 0.00196388 -0.00150227 0.000698381 0.00243808 -0.000443137 -0.00310527 0.00284317 0.000299719 0.00161442 0.00331302 -0.000376995 0.00304631 0.00326011 0.00150811 0.00393572 -0.00208173
internal_weight=0 2264 272 197 1992 245 156 1747 273 219 1474 158 1396 1334 372 962 131
internal_count=2354 2264 272 197 1992 245 156 1747 273 219 1474 158 1396 1334 372 962 131
is_linear=0
shrinkage=0.16829


Tree=7962
num_leaves=12
num_cat=0
split_feature=3 39 0 1456 0 124 15 3 148 1 51
split_gain=0.181831 0.130707 0.0861343 0.0889865 0.0832632 0.121254 0.116523 0.0837931 0.0829652 0.0747858 0.0653418
threshold=0.32329500000000005 0.10076500000000001 0.12500000000000003 -0.15824499999999997 -0.030209999999999997 -0.076164999999999983 -1.0000000180025095e-35 -0.14162499999999997 -0.063899999999999985 0.10342000000000001 -0.14761999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 -6 -8 -7 -5 -10
right_child=-2 -3 -4 4 6 8 7 -9 10 -11 -12
leaf_value=0.007957091721499587 -0.0074492525609557237 -0.004532912483337594 0.0079941250809447851 0.00074313739125803535 -0.0081311849670356959 0.0076415230958804129 0.0055322895478180801 -0.0031825156030686943 0.0057584728975883731 -0.0081279828869203086 0.0016619071471944448
leaf_weight=63 64 93 64 54 58 76 60 65 119 53 1585
leaf_count=63 64 93 64 54 58 76 60 65 119 53 1585
internal_value=0 0.00164101 0.00190317 0.00171957 0.00152886 0.00186173 -0.00189363 0.000986218 0.00219311 -0.00363418 0.00194905
internal_weight=0 2290 2197 2133 2070 1887 183 125 1780 107 1704
internal_count=2354 2290 2197 2133 2070 1887 183 125 1780 107 1704
is_linear=0
shrinkage=0.16829


Tree=7963
num_leaves=16
num_cat=0
split_feature=2 159 159 159 39 393 48 3 1375 151 16 4 160 3 159
split_gain=0.138275 0.0697481 0.192329 0.0966563 0.0768337 0.069764 0.0465178 0.0738193 0.101937 0.104271 0.0938191 0.109651 0.0430334 0.0382797 0.0113147
threshold=0.17000000000000001 0.082585000000000006 0.08728000000000001 0.094345000000000026 0.10076500000000001 0.098330000000000015 -0.065739999999999979 -0.026769999999999999 -0.074434999999999987 -0.086439999999999989 0.00088000000000000003 -0.0057949999999999989 -0.13783499999999996 -0.075404999999999986 0.11402500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 8 -8 -10 11 -9 -5 14 -14
right_child=-2 2 3 12 -6 -7 7 10 9 -11 -12 -13 13 -15 -16
leaf_value=0.0051582183839173831 -0.0073345066598630177 0.012870949871334138 -0.0039246918023853701 -0.00081638074353938145 -0.0046419391327068163 0.0067093188921165279 0.0081233025087149042 -0.0098332875031826757 -0.0058815756432825965 0.0012852054839399571 0.0038601076621829927 -0.0011422768447894543 0.004346370348203123 0.0073415864194467375 0.00090728175938025054
leaf_weight=72 53 53 64 53 67 62 59 56 60 1339 65 157 52 82 60
leaf_count=72 53 53 64 53 67 62 59 56 60 1339 65 157 52 82 60
internal_value=0 0.00135519 0.00349441 0.00189071 0.000952264 0.00115366 0.00096215 0.000787085 0.00126699 0.000976554 -0.00172336 -0.00343567 0.0034048 0.00456728 0.00252004
internal_weight=0 2301 364 311 1937 1870 1808 1736 1458 1399 278 213 247 194 112
internal_count=2354 2301 364 311 1937 1870 1808 1736 1458 1399 278 213 247 194 112
is_linear=0
shrinkage=0.16829


Tree=7964
num_leaves=19
num_cat=0
split_feature=1 3 124 2 2 2 2 3 151 3 3 2 3 3 159 1 4 4
split_gain=8.18635 1.79489 0.703498 0.691105 0.776279 0.451064 0.418935 0.307568 0.245333 0.204602 0.154329 0.143787 0.13056 0.174926 0.118552 0.0912874 0.0754123 0.0705409
threshold=0.10293500000000001 -0.066704999999999987 -0.083859999999999976 0.13775000000000001 -1.0000000180025095e-35 0.10836000000000003 0.114165 -0.14818499999999998 0.009020000000000002 0.077930000000000013 -0.10175499999999998 0.114805 -0.082304999999999975 -0.083344999999999989 0.082585000000000006 0.11530500000000002 -0.053824999999999991 0.059230000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 -3 7 15 -4 10 -6 -9 -11 13 -12 -14 -2 -7 -18
right_child=1 3 5 -5 9 16 -8 8 -10 11 12 -13 14 -15 -16 -17 17 -19
leaf_value=0.00072331069525355678 0.0010750972996644262 0.00031670002039361751 0.0013012038569705346 0.00026272834855094261 0.00057158891261911346 0.00083544451358160679 0.00065785497643546052 0.00097501980770827021 0.00088485126905137122 0.00091790154508632324 0.001134760549012603 0.00067166721338356215 0.0010739002723930626 0.0012978560037794089 0.0012091779637459833 0.000892762465714698 0.0010541752370762597 0.00089038818433169204
leaf_weight=57 73 83 94 102 78 55 59 87 55 54 527 53 619 87 85 57 76 53
leaf_count=57 73 83 94 102 78 55 59 87 55 54 527 53 619 87 85 57 76 53
internal_value=0 0.000628377 0.00108585 0.000494525 0.000582615 0.00109772 0.00089023 0.00111614 0.0011042 0.000701727 0.00111276 0.000796264 0.00112182 0.00115793 0.00109028 0.000995422 0.000941999 0.000987156
internal_weight=0 559 1795 370 268 1738 189 1554 1460 185 1405 107 1318 614 704 130 184 129
internal_count=2354 559 1795 370 268 1738 189 1554 1460 185 1405 107 1318 614 704 130 184 129
is_linear=0
shrinkage=0.0032998


Tree=7965
num_leaves=20
num_cat=0
split_feature=15 3 39 11 0 15 11 0 0 0 15 0 12 39 42 12 0 12 47
split_gain=4.71533 2.83395 1.27481 0.69035 0.547165 0.482217 0.596651 0.435384 0.378833 0.321579 0.473918 0.315676 0.314217 0.269669 0.151781 0.13581 0.0962981 0.0657385 0.0368342
threshold=-0.2987999999999999 0.11191000000000002 0.081875000000000017 0.085630000000000026 -0.095869999999999983 -0.026169999999999995 1.0000000180025095e-35 -0.059914999999999989 -0.12608499999999997 -0.10891999999999999 -0.10556999999999998 -0.061994999999999995 0.090135000000000007 0.0095750000000000019 0.09832500000000001 -0.094119999999999995 -0.10490499999999998 0.091625000000000012 0.07813500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 9 7 16 -3 10 -2 15 18 -6 -14 -4 -7 -9 -11
right_child=1 8 11 -5 13 6 -8 17 -10 12 -12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0006323274887940556 0.00097457436707591586 0.00028763104590793522 0.00090007356142134175 0.00068763979275791561 8.3677464025447127e-05 0.00088538168655957544 0.0013374361556544746 0.00088603845899621475 0.00064180911753024641 0.0010035113683061099 0.00054629288045245062 0.00047433210677337643 0.00090833552739871099 0.00039115867103460604 0.00071305292604459337 0.00066889833850736203 0.0010363984985481962 0.00071948080040989037 0.0010987850424438754
leaf_weight=54 54 74 52 92 64 52 63 60 60 158 60 59 246 61 55 64 898 52 78
leaf_count=54 54 74 52 92 64 52 63 60 60 158 60 59 246 61 55 64 898 52 78
internal_value=0 0.000911856 0.000942363 0.000967635 0.00035437 0.00098212 0.00102373 0.00100509 0.000446481 0.000910152 0.000749472 0.000672396 0.000944198 0.00023401 0.00087277 0.000772832 0.00102817 0.000809023 0.00103515
internal_weight=0 2177 2043 1868 179 1776 1125 1062 134 651 114 175 537 125 301 116 950 112 236
internal_count=2356 2177 2043 1868 179 1776 1125 1062 134 651 114 175 537 125 301 116 950 112 236
is_linear=0
shrinkage=0.0032998


Tree=7966
num_leaves=13
num_cat=0
split_feature=1 159 1213 15 4 34 15 403 402 4 15 15
split_gain=0.160893 0.0876767 0.0693571 0.115932 0.0719383 0.10934 0.0718927 0.0657944 0.165127 0.0604219 0.109349 0.0668964
threshold=0.14787500000000001 -0.46140499999999995 0.060985000000000004 0.041820000000000003 -0.5093899999999999 -0.021334999999999996 0.087720000000000006 -0.10802999999999999 -0.020594999999999999 0.36766000000000004 -0.42759999999999992 -0.096114999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -5 8 -7 11 -11 -9
right_child=-2 2 3 6 5 7 -8 9 -10 10 -12 -13
leaf_value=0.0085835119726720369 -0.0059447352263566691 -0.0035871634821413347 -0.00061885943866819859 0.012272614204800711 0.0088814632061576353 0.0040345855953423434 0.0040799736749100052 0.0058640851982806981 -0.0059819324160391412 0.0043785921258269736 -0.0042041822716764148 0.0025507199655606986
leaf_weight=74 60 55 54 70 75 99 55 199 88 76 94 1357
leaf_count=74 60 55 54 70 75 99 55 199 88 76 94 1357
internal_value=0 0.00287383 0.00268287 0.00586627 0.00240308 0.00256971 0.00868223 0.00232131 -0.000669463 0.00264638 -0.000356609 0.00297563
internal_weight=0 2296 2222 179 2043 1988 125 1913 187 1726 170 1556
internal_count=2356 2296 2222 179 2043 1988 125 1913 187 1726 170 1556
is_linear=0
shrinkage=0.16829


Tree=7967
num_leaves=11
num_cat=0
split_feature=0 132 10 1452 16 123 42 49 0 155
split_gain=0.124149 0.0900986 0.0801802 0.0713031 0.0624497 0.0662119 0.148029 0.0663419 0.0616329 0.0521147
threshold=0.14486500000000005 0.10859000000000001 -0.094984999999999986 0.087755000000000014 0.51400000000000012 0.084600000000000022 0.086700000000000013 0.13984500000000002 -0.11169999999999998 0.10924000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 -4 -6
right_child=-2 -3 3 -5 9 6 -8 -9 -10 -11
leaf_value=-0.0042864396867577708 -0.0058399919092046925 0.0074436334664554184 -0.00038078339901333864 0.0072042897091346841 -0.0056512815269908877 0.011387356458254732 0.00012183868786465175 0.0074587657794818246 0.0023232289617890413 0.0018658601044162194
leaf_weight=53 53 96 283 82 52 69 64 63 1489 52
leaf_count=53 53 96 283 82 52 69 64 63 1489 52
internal_value=0 0.00238891 0.00216823 0.00232788 0.00213403 0.00234682 0.00597986 0.00208252 0.00189037 -0.00187544
internal_weight=0 2303 2207 2154 2072 1968 133 1835 1772 104
internal_count=2356 2303 2207 2154 2072 1968 133 1835 1772 104
is_linear=0
shrinkage=0.16829


Tree=7968
num_leaves=14
num_cat=0
split_feature=4 12 132 13 4 484 1375 151 43 402 15 12 3
split_gain=0.112609 0.0731674 0.118126 0.0802451 0.0976155 0.0639169 0.0699456 0.0940625 0.0998754 0.0685291 0.0632268 0.0376277 0.0373326
threshold=0.51286500000000013 0.10031500000000002 0.10948500000000001 -0.044684999999999996 -0.05461499999999999 0.091180000000000011 -0.093609999999999985 0.084350000000000008 -0.16205499999999998 -0.0063199999999999992 -0.043644999999999996 0.085425000000000015 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -5 6 -1 8 -8 -10 -3 -7 -6
right_child=-2 3 -4 4 12 11 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0040968040777318183 -0.0038682070239639058 5.1283851820947881e-05 0.0098204566381351732 0.0066367305998616772 0.0019938708717200373 0.0093816045345629928 -0.0040051657316607829 0.0083460896913814999 0.0052422245469968256 0.0017862511543902467 -0.0079142143204000027 0.0032352368168851384 -0.0035475049589864687
leaf_weight=52 94 56 60 73 64 53 77 67 185 1382 56 63 74
leaf_count=52 94 56 60 73 64 53 77 67 185 1382 56 63 74
internal_value=0 0.00207024 0.00246097 -0.000269837 0.00165675 0.00222502 0.00197173 0.00215722 0.0019039 0.00219541 -0.00391542 0.00605898 -0.000964573
internal_weight=0 2262 1939 323 211 1879 1763 1711 1644 1567 112 116 138
internal_count=2356 2262 1939 323 211 1879 1763 1711 1644 1567 112 116 138
is_linear=0
shrinkage=0.16829


Tree=7969
num_leaves=15
num_cat=0
split_feature=15 3 12 12 14 14 48 3 48 13 48 123 3 12
split_gain=3.66686 1.77108 1.01833 0.506849 0.468775 0.343176 0.306905 0.270409 0.246047 0.147284 0.126844 0.2024 0.121629 0.0690528
threshold=-0.2987999999999999 0.11372500000000001 -0.011819999999999999 0.11769500000000001 0.062655000000000016 -0.31455999999999995 -0.055254999999999992 0.30112000000000005 0.088875000000000023 -1.0000000180025095e-35 0.092265000000000014 0.084355000000000013 -0.14443999999999999 -0.065214999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 10 4 6 -1 -4 -3 12 -10 11 -2 -8 -7
right_child=1 7 3 -5 -6 13 8 -9 9 -11 -12 -13 -14 -15
leaf_value=9.1613026591405922e-05 0.0004958672712200218 0.00052581249615097562 0.0006007425207840406 0.00055004643407004033 0.0010864592304600299 0.00030054873965706285 0.00095083132083287249 0.00021943376349962179 0.00076611641738264576 0.00056652396229612244 0.00041091044682040067 0.00076120080615245053 0.00082410794575999086 0.00047122278803392998
leaf_weight=72 78 67 76 81 69 53 92 60 140 59 53 54 1348 54
leaf_count=72 78 67 76 81 69 53 92 60 140 59 53 54 1348 54
internal_value=0 0.000760025 0.000783468 0.000806672 0.000818304 0.000268389 0.000807494 0.000381344 0.00081706 0.000707118 0.000549358 0.00060468 0.000832229 0.000387013
internal_weight=0 2177 2050 1865 1784 179 1715 127 1639 199 185 132 1440 107
internal_count=2356 2177 2050 1865 1784 179 1715 127 1639 199 185 132 1440 107
is_linear=0
shrinkage=0.0032998


Tree=7970
num_leaves=23
num_cat=0
split_feature=43 12 1 1 50 155 43 39 12 13 157 474 52 474 43 1 50 43 52 43 52 1
split_gain=0.0947309 0.0887246 0.0966509 0.0786865 0.0954704 0.0817131 0.105655 0.134053 0.186209 0.092986 0.0729088 0.0585007 0.103023 0.0892199 0.089136 0.0720261 0.051365 0.0461638 0.0387803 0.0371552 0.029215 0.00219922
threshold=-0.14726499999999995 0.08598500000000002 0.07677500000000001 0.10335000000000001 0.10786000000000001 0.10158500000000002 0.056620000000000011 0.090455000000000021 -1.0000000180025095e-35 -0.068824999999999983 -0.089089999999999989 0.08214500000000001 0.022635000000000006 0.088125000000000009 -0.034884999999999992 0.095510000000000012 0.12236500000000002 -0.0075499999999999986 0.11483500000000001 0.0011450000000000004 -0.096614999999999993 0.12212000000000002
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 -1 -3 4 10 6 7 8 -5 -10 -2 12 14 -13 20 -16 -6 18 -14 -19 -12 -11
right_child=3 2 -4 5 16 -7 -8 -9 9 21 11 13 17 -15 15 -17 -18 19 -20 -21 -22 -23
leaf_value=0.010317266443277469 0.0086337244542473712 0.0068209684707648145 -0.0018507375670217653 -0.010853200708595103 -0.0041762969885125872 0.0057476771292674454 0.0056509556024646173 0.0039486774898301637 -0.0054430417358096771 0.00099151449272907345 -0.00049288270189414766 -0.0042352463811794342 0.0037327592031431 0.0034563670507353943 0.0068207899777363691 0.00030907453594394721 0.0018566019417864876 -0.0031820661640689254 0 0.0010373380318646523 0.0031387684329270329 0.0024535191768833139
leaf_weight=69 55 82 65 77 96 57 58 82 88 74 94 89 224 82 330 57 68 96 122 153 184 56
leaf_count=69 55 82 65 77 96 57 58 82 88 74 94 89 224 82 330 57 68 96 122 153 184 56
internal_value=0 0.0053283 0.00297432 0.00162568 0.00218276 -0.000238951 -0.00102754 -0.00205976 -0.00373599 -0.00121388 0.0026085 0.00237567 0.0027723 -0.000536364 0.00421275 0.00586634 -0.0016639 0.00115937 0.00241789 -0.000582205 0.00190434 0.00163512
internal_weight=0 216 147 2142 1650 492 435 377 295 218 1486 1431 1260 171 665 387 164 595 346 249 278 130
internal_count=2358 216 147 2142 1650 492 435 377 295 218 1486 1431 1260 171 665 387 164 595 346 249 278 130
is_linear=0
shrinkage=0.16829


Tree=7971
num_leaves=14
num_cat=0
split_feature=4 2 2 3 2 14 0 43 4 2 2 1429 157
split_gain=3.73141 1.33371 0.838542 0.49946 0.395933 0.308219 0.35431 0.2563 0.19924 0.129858 0.1297 0.116837 0.0488968
threshold=0.27161500000000005 0.14106500000000002 -0.007134999999999999 0.11372500000000001 0.13538500000000001 0.062655000000000016 -0.10417499999999999 -0.065804999999999989 0.0047850000000000011 0.092425000000000021 0.091895000000000018 0.084855000000000014 -0.066144999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 6 7 -4 -9 -2 11 -8 -12
right_child=4 -3 3 -5 -6 -7 10 8 -10 -11 12 -13 -14
leaf_value=0.00028395550354785523 0.00019106433525644209 0.00017935633836569685 0.0003568400127947713 0.00036657719143598071 2.7752635366487184e-05 0.00087149737773137173 0.00067989112541379216 0.00045091423072773923 0.00071856152522031694 0.00037398157764727453 0.00070366087757553041 0.00083371549747515152 0.00060992463131779944
leaf_weight=71 74 72 70 66 90 73 1034 53 74 102 77 59 443
leaf_count=71 74 72 70 66 90 73 1034 53 74 102 77 59 443
internal_value=0 0.000621351 0.000637088 0.000649934 0.000206215 0.000659847 0.000651291 0.000518382 0.000607144 0.000297273 0.000667502 0.000688227 0.000623873
internal_weight=0 2092 2020 1949 266 1883 1810 197 127 176 1613 1093 520
internal_count=2358 2092 2020 1949 266 1883 1810 197 127 176 1613 1093 520
is_linear=0
shrinkage=0.0032998


Tree=7972
num_leaves=13
num_cat=0
split_feature=9 3 14 3 1 15 3 3 3 1446 15 16
split_gain=0.150697 0.0658613 0.0847659 0.0674381 0.086066 0.0639253 0.0818336 0.0612508 0.0949663 0.0521061 0.0492339 0.0264697
threshold=-1.0000000180025095e-35 0.11745500000000002 0.062655000000000016 -0.15197999999999998 0.10178000000000001 -0.42759999999999992 -0.11327499999999999 -0.0053599999999999993 0.081640000000000004 0.088500000000000009 -0.03886499999999999 -0.123625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 9 -9 -8 11 -3
right_child=1 10 -4 5 -6 6 7 8 -10 -11 -12 -13
leaf_value=-0.0054380502313244395 -0.0065509876867198931 -0.0016336229997567773 0.0081421707706548375 -0.0031766485923665619 0.0021633899773445511 0.0081007552474565443 0.0019740728096106167 0.010586378582181739 0.0026099165317468986 0.0061111449406972213 -0.005194574337163387 0.0034892311799859673
leaf_weight=73 53 54 75 52 81 79 1501 66 120 92 52 60
leaf_count=73 53 54 75 52 81 79 1501 66 120 92 52 60
internal_value=0 0.00232257 0.00257567 0.00237055 -0.00126993 0.00262689 0.00279028 0.00255345 0.00544993 0.00221413 -0.000897468 0.00104686
internal_weight=0 2285 2119 2044 134 1910 1858 1779 186 1593 166 114
internal_count=2358 2285 2119 2044 134 1910 1858 1779 186 1593 166 114
is_linear=0
shrinkage=0.16829


Tree=7973
num_leaves=19
num_cat=0
split_feature=4 123 3 14 0 151 4 0 0 0 0 52 4 130 3 4 52 3
split_gain=4.59251 2.16483 0.795322 0.518052 0.400248 0.6105 0.52531 0.336045 0.230079 0.297319 0.196158 0.159023 0.120433 0.103153 0.102449 0.0847131 0.0731121 0.0421385
threshold=0.30163500000000004 1.0000000180025095e-35 0.149315 -0.42214499999999994 -0.074274999999999994 0.009020000000000002 -0.47860499999999995 -0.026509999999999995 -0.14857499999999998 -0.10653 -0.099059999999999995 -1.0000000180025095e-35 -0.022189999999999998 0.09796500000000001 -0.011659999999999998 -0.071794999999999984 -0.24166499999999999 -0.24098999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 8 17 12 11 -10 -5 -1 15 -11 -3 -8 -14 -6
right_child=3 14 -4 10 6 -7 7 -9 9 13 -12 -13 16 -15 -16 -17 -18 -19
leaf_value=0.00092405120980026424 0.00063725099936241499 0.00030273096650308874 0.00047135220915434198 0.00038963741254465482 0.00090053004623711003 0.00059609898453482507 0.00074979645487753955 0.00050249320725866554 0.00072705080463933392 0.00092640114518367019 0.00017743883786723656 0.0011699489060377139 0.00079618805150065278 0.00080073196009341249 0.00049965862980716187 0.00089557131171207798 0.00063655551781924421 0.0010312449593186386
leaf_weight=56 57 60 56 91 53 69 85 60 99 1053 101 64 54 81 58 101 86 74
leaf_count=56 57 60 56 91 53 69 85 60 99 1053 101 64 54 81 58 101 86 74
internal_value=0 0.000834648 0.000860401 0.00036053 0.000871642 0.000900329 0.000792056 0.000731124 0.000915818 0.000902196 0.000278196 0.00105549 0.000773095 0.000917456 0.000399824 0.000829143 0.00069838 0.000976972
internal_weight=0 2109 1991 249 1935 1422 513 386 1353 1233 192 120 326 1134 118 186 140 127
internal_count=2358 2109 1991 249 1935 1422 513 386 1353 1233 192 120 326 1134 118 186 140 127
is_linear=0
shrinkage=0.0032998


Tree=7974
num_leaves=18
num_cat=0
split_feature=1 10 12 1 12 14 0 48 12 1 1 43 133 0 0 0 0
split_gain=7.67929 0.844202 0.591615 0.750647 0.537164 0.474636 0.371051 0.39159 0.220376 0.207927 0.205259 0.200313 0.153242 0.152626 0.131263 0.124691 0.11761
threshold=0.10915500000000002 -1.0000000180025095e-35 -0.010219999999999998 0.092655000000000015 0.088105000000000003 0.062655000000000016 -0.10490499999999998 0.093265000000000015 0.11628000000000001 0.084795000000000023 0.11654500000000001 0.0061450000000000003 -0.42189999999999994 -0.037794999999999995 -0.061654999999999995 -0.084524999999999975 -0.081854999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 10 6 9 8 11 -4 -3 13 -13 -8 -6 -9 -12
right_child=1 4 5 -5 14 -7 7 15 -10 -11 16 12 -14 -15 -16 -17 -18
leaf_value=0.00094883880304725047 0.00012524463642079995 0.00057648769706397066 0.0009004147248202728 0.00044558691811696596 0.00058339638836170957 0.0011991494776851148 0.00096814007129259892 0.00086691150591648605 0.00076876358100804831 0.0006665711634673998 0.00025849181621487825 0.0009964367359823036 0.00080155838003368081 0.0010884571145601692 0.00081114891351660885 0.00063819588116149374 0.00043393793517415086
leaf_weight=67 80 60 81 63 63 73 1047 52 67 89 81 69 134 135 52 56 89
leaf_count=67 80 60 81 63 63 73 1047 52 67 89 81 69 134 135 52 56 89
internal_value=0 0.00043124 0.000921314 0.000705226 0.000502093 0.000936875 0.000925788 0.000941849 0.000956195 0.000778198 0.000409644 0.000965237 0.000867971 0.000981912 0.000686686 0.000748644 0.00035055
internal_weight=0 425 1933 130 345 1803 1730 1560 1452 170 230 1385 203 1182 115 108 170
internal_count=2358 425 1933 130 345 1803 1730 1560 1452 170 230 1385 203 1182 115 108 170
is_linear=0
shrinkage=0.0032998


Tree=7975
num_leaves=25
num_cat=0
split_feature=1 52 1 4 52 15 13 15 4 3 16 1 15 15 3 43 13 1429 483 16 15 16 1429 1
split_gain=4.8136 1.23308 0.995892 0.661373 0.239832 0.31154 0.219682 0.187362 0.321156 0.318936 0.188829 0.17852 0.146395 0.127197 0.112079 0.101136 0.0818908 0.0814722 0.117222 0.0764944 0.0661546 0.096305 0.0643772 0.0473637
threshold=0.10396500000000002 -0.29521499999999995 0.13662500000000002 0.24099500000000004 -0.014149999999999998 -0.084059999999999982 -0.085669999999999982 1.0000000180025095e-35 -0.13833499999999996 -0.12595999999999999 0.26753000000000005 0.11570500000000002 0.11822000000000001 -0.15614499999999998 -0.086424999999999988 0.061400000000000003 -0.011559999999999999 0.08103500000000001 0.090840000000000018 -0.013024999999999998 0.089150000000000021 -0.083479999999999985 0.086370000000000016 0.12608000000000003
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 4 7 5 -3 -4 8 10 -9 -1 -6 14 -10 20 16 -16 18 19 -15 21 -11 -19 -13
right_child=1 2 6 -5 11 -7 -8 9 13 12 -12 23 -14 17 15 -17 -18 22 -20 -21 -22 -23 -24 -25
leaf_value=0.0004726106176087308 0.00082856670277378554 0.00018515397915154789 -5.3561717057304204e-05 0.0004509995746007139 0.00061647538641462362 0.00052247246145634011 0.00023451771228884491 0.0010519744542651247 0.00092810253364019311 0.00082696991245201031 0.00074208741888716107 0.00048492933495789914 0.00067162309117837528 0.00068589763487918913 0.00090306927747891219 0.0007522643475130396 0.00077874589903786451 0.00089894263393135447 0.00087442828845519084 0.00076880023672237134 0.00085741806908333116 0.00066880984594214102 0.00075502497285986707 0.00034703233080141246
leaf_weight=65 69 71 58 66 98 52 57 63 60 72 52 64 82 236 295 93 78 86 74 283 65 113 64 52
leaf_count=65 69 71 58 66 98 52 57 63 60 72 52 64 82 236 295 93 78 86 74 283 65 113 64 52
internal_value=0 0.00041731 0.000354452 0.000776616 0.000444959 0.000328047 8.89192e-05 0.000788663 0.000755458 0.000824102 0.000592679 0.000511992 0.000806068 0.000779132 0.000821416 0.000852315 0.000877166 0.000767055 0.000749107 0.000731171 0.00076368 0.000730554 0.000837773 0.000423417
internal_weight=0 521 452 1847 337 123 115 1781 920 861 117 214 798 803 716 466 373 743 593 519 250 185 150 116
internal_count=2368 521 452 1847 337 123 115 1781 920 861 117 214 798 803 716 466 373 743 593 519 250 185 150 116
is_linear=0
shrinkage=0.0032998


Tree=7976
num_leaves=22
num_cat=0
split_feature=13 2 3 13 13 2 2 159 42 403 13 12 457 42 0 16 50 15 42 13 42
split_gain=0.136039 0.229003 0.198098 0.115973 0.115827 0.109316 0.12007 0.10965 0.102191 0.0958242 0.101535 0.0928283 0.115924 0.0824559 0.0789217 0.103448 0.082921 0.0717509 0.057362 0.0462018 0.0380909
threshold=-0.10899499999999999 0.090000000000000011 0.10449500000000002 -0.011764999999999998 -0.24588999999999997 -1.0000000180025095e-35 0.082130000000000022 -0.037509999999999995 -0.087424999999999989 -0.085534999999999986 -0.082689999999999986 0.09334000000000002 0.018630000000000004 0.11623000000000001 -0.091809999999999989 -0.101115 1.0000000180025095e-35 0.090125000000000011 0.11326500000000002 -0.090139999999999984 0.083865000000000009
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 -1 3 9 -3 -5 8 -8 -7 10 -2 12 -9 14 19 -16 -17 -13 -12 -11 -21
right_child=2 4 -4 5 -6 6 7 11 -10 13 18 17 -14 -15 15 16 -18 -19 -20 20 -22
leaf_value=0.0076123046652493099 0.014906063614099237 -4.3678494129967023e-05 0.012017116481430537 -0.0034280473820920282 -0.0097690589432615597 0.0025695155424893569 0.0091553470046821031 -0.0012211795434634962 0.01253053802364083 0.0058129072758276402 0.0030822485796224487 0.0065167019736598617 0.0066431376613969211 -0.0014206860775327985 0.012964197332823479 0.004311457917693674 0.0088140128312720611 -0.0004317707864105435 0.010010270798583673 0.0034039037198959382 -0.0021649333322346274
leaf_weight=80 55 98 98 74 54 52 62 311 68 65 74 149 64 59 54 540 149 58 64 64 76
leaf_count=80 55 98 98 74 54 52 62 311 68 65 74 149 64 59 54 540 149 58 64 64 76
internal_value=0 0.000317162 0.00461633 0.00425957 -0.00351057 0.002736 0.00333539 0.00242073 0.00822907 0.00532203 0.00876772 0.00170021 0.000116206 0.00465985 0.00504017 0.0058481 0.00528777 0.00456111 0.00630826 0.00210319 0.000367988
internal_weight=0 232 2136 2038 152 838 764 644 120 1200 193 582 375 1007 948 743 689 207 138 205 140
internal_count=2368 232 2136 2038 152 838 764 644 120 1200 193 582 375 1007 948 743 689 207 138 205 140
is_linear=0
shrinkage=0.16829


Tree=7977
num_leaves=20
num_cat=0
split_feature=4 12 12 42 12 0 4 16 12 12 4 4 0 52 4 12 0 4 49
split_gain=8.78237 1.99854 1.62928 1.29104 0.512317 0.415304 0.605211 0.406783 0.378139 0.317629 0.292936 0.267585 0.237938 0.179646 0.142186 0.126232 0.111006 0.119544 0.00686551
threshold=0.30163500000000004 -0.010219999999999998 0.11844 -0.0043149999999999994 0.054520000000000006 -0.14803999999999998 -0.17689999999999997 0.25032500000000008 -0.089089999999999989 0.097360000000000016 0.0015850000000000003 -0.093344999999999997 -0.10803999999999998 0.016565000000000003 0.51400500000000016 0.1072 -0.026509999999999995 -0.036279999999999993 0.093835000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -3 -7 9 -5 11 15 -6 -2 -13 -14 -11 17 -9 -19
right_child=12 2 -4 8 7 6 -8 16 -10 10 -12 13 14 -15 -16 -17 -18 18 -20
leaf_value=0.001217829900819203 0.00065249528590519926 0.0012707704769780428 0.00077002028407320143 0.00082337572602258797 0.0014850704852583749 0.0011881943101471871 0.00075959589217650754 0.0012910285720107518 0.00045442533969685089 0.0011572582644438945 0.00093805081530395939 0.0013218351518757999 0.00051821162680552163 0.0012354758755871522 0.00030560109966982422 0.0013622111760469859 0.00098921624992290421 0.0011338362103361541 0.0010587767741283482
leaf_weight=69 99 83 88 66 77 73 72 56 57 105 53 576 99 524 54 52 57 55 53
leaf_count=69 99 83 88 66 77 73 72 56 57 105 53 576 99 524 54 52 57 55 53
internal_value=0 0.00117762 0.0012097 0.000855968 0.00123075 0.00108322 0.000975616 0.00125165 0.000652685 0.00127279 0.00115302 0.00129413 0.000525686 0.00128073 0.000443403 0.00122537 0.00111885 0.00116368 0.00109733
internal_weight=0 2116 1924 192 1836 228 145 1608 123 1387 210 1177 252 1100 153 157 221 164 108
internal_count=2368 2116 1924 192 1836 228 145 1608 123 1387 210 1177 252 1100 153 157 221 164 108
is_linear=0
shrinkage=0.0032998


Tree=7978
num_leaves=18
num_cat=0
split_feature=4 3 39 12 48 16 3 123 43 484 12 16 3 3 4 4 42
split_gain=6.96014 2.17854 1.20429 0.390122 0.315749 0.31002 0.283774 0.234066 0.232644 0.188054 0.328528 0.279851 0.150278 0.12568 0.084254 0.0435617 0.0321321
threshold=0.30163500000000004 0.25468500000000005 0.081875000000000017 0.11769500000000001 0.092265000000000014 0.25032500000000008 0.13772500000000001 0.086120000000000016 -0.43997499999999995 -0.012019999999999998 0.081095000000000014 -0.073029999999999984 -0.011259999999999997 -0.016164999999999995 0.055260000000000011 -0.41016499999999995 0.090625000000000025
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 12 8 7 13 -1 11 -11 -10 -4 -2 15 -7 -17
right_child=6 -3 4 -5 -6 14 -8 -9 9 10 -12 -13 -14 -15 -16 16 -18
leaf_value=0.0012058828150112372 0.00040408513418824791 0.00028777222261213158 0.00065007341945418366 0.00074545285449311924 0.00046614206759132762 0.00085520403609540155 0.00015298381131504432 0.00023131725320120041 0.0012788772619493701 0.00083461737891342815 0.00099933693322450741 0.0010207555611550386 0.00089946913157228775 0.0006073004579441306 0.0007628144624755159 0.0010097672689525516 0.00088998296249495786
leaf_weight=62 82 55 52 77 52 92 58 54 59 154 1055 228 57 58 55 66 52
leaf_count=62 82 55 52 77 52 92 58 54 59 154 1055 228 57 58 55 66 52
internal_value=0 0.000936833 0.000954136 0.000977398 0.0006794 0.000987176 0.000356461 0.000417113 0.00100509 0.00099674 0.000978384 0.00107394 0.000780815 0.000488526 0.000881747 0.000912729 0.00095728
internal_weight=0 2116 2061 1900 161 1823 252 194 1558 1496 1209 287 109 140 265 210 118
internal_count=2368 2116 2061 1900 161 1823 252 194 1558 1496 1209 287 109 140 265 210 118
is_linear=0
shrinkage=0.0032998


Tree=7979
num_leaves=22
num_cat=0
split_feature=3 3 12 42 12 12 12 156 49 0 11 16 11 3 0 3 12 133 49 42 16
split_gain=6.13703 2.32414 1.06267 0.893678 0.762881 0.601113 0.520304 0.415479 0.269685 0.239064 0.201315 0.123179 0.180768 0.0996823 0.0812132 0.0797216 0.0693753 0.0830755 0.0610956 0.0552433 0.050549
threshold=-0.058704999999999993 0.30835000000000007 -0.011819999999999999 -0.0043149999999999994 0.023990000000000004 0.099815000000000015 -0.089089999999999989 0.083125000000000018 -0.018959999999999994 -0.057864999999999993 0.081005000000000008 0.25032500000000008 1.0000000180025095e-35 -0.095119999999999996 -0.10075499999999998 0.097710000000000005 0.11156500000000001 0.048240000000000005 0.082865000000000008 -1.0000000180025095e-35 -0.095794999999999977
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=4 2 3 -2 -1 11 -5 8 -4 15 16 12 13 19 -15 -10 17 -7 -13 -6 -16
right_child=1 -3 7 6 5 10 -8 -9 9 -11 -12 18 -14 14 20 -17 -18 -19 -20 -21 -22
leaf_value=0.0012058941968990686 0.0014494803749155447 0.00073902878016096326 0.001185417180280632 0.0011920359787493322 0.0016112760696164619 0.0014721124310245195 0.00082657705174877941 0.0016462003769274315 0.0016111395777193207 0.0012539393947734439 0.001272950823430978 0.001595567726216867 0.0018051460472225294 0.0015165037148904927 0.0017298622826788664 0.0014225342447570398 0.0014237852621243347 0.0016395519140011373 0.0014524350683827699 0.0014572525303109477 0.0016428689749108522
leaf_weight=55 69 96 72 83 63 76 89 72 58 57 52 102 75 58 98 52 82 69 60 57 873
leaf_count=55 69 96 72 83 63 76 89 72 58 57 52 102 75 58 98 52 82 69 60 57 873
internal_value=0 0.00121376 0.00129626 0.00113107 0.00159085 0.00160355 0.00100314 0.00142415 0.00135711 0.00143092 0.00146258 0.0016319 0.00164366 0.00163309 0.0016441 0.0015223 0.00150586 0.00155203 0.00154277 0.00153841 0.00165169
internal_weight=0 648 552 241 1720 1665 172 311 239 167 279 1386 1224 1149 1029 110 227 145 162 120 971
internal_count=2368 648 552 241 1720 1665 172 311 239 167 279 1386 1224 1149 1029 110 227 145 162 120 971
is_linear=0
shrinkage=0.0032998


Tree=7980
num_leaves=22
num_cat=0
split_feature=1 3 1 151 12 3 1 16 1 13 16 3 12 1 41 157 48 43 12 3 3
split_gain=7.38335 1.18574 0.961771 0.560876 0.305657 0.340192 0.273809 0.259613 0.253594 0.178346 0.28738 0.16413 0.13591 0.162566 0.20404 0.16801 0.103766 0.0806897 0.0779132 0.0417052 0.0125134
threshold=0.109225 -0.049204999999999992 0.095510000000000012 -0.039414999999999999 0.11628000000000001 0.091170000000000015 0.12180500000000001 0.27252000000000004 0.12394500000000001 -0.0042049999999999995 -0.15796999999999997 -0.041784999999999996 0.090345000000000023 0.089875000000000024 0.075585000000000013 -0.084764999999999993 0.091545000000000015 -0.079584999999999975 0.095330000000000012 -0.092474999999999988 0.045635000000000002
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=2 6 4 -4 5 12 -2 11 20 10 -10 -5 13 14 15 -1 17 19 -19 -14 -3
right_child=1 8 3 7 -6 -7 -8 -9 9 -11 -12 -13 16 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.001093556219142768 0.00078139440577147494 0.00046879108547624525 0.00046479169558064803 0.00082482127672376998 0.00068751971734181316 0.00069001530695706641 0.00047635528985626955 0.00097171203594840453 0.00029067863776609059 0.00038806937578008614 -1.3034983263111652e-05 0.00058816636409001475 0.0010477759465774934 0.0008045520583068441 0.0011532397631007199 0.00094395837254637272 0.00075114739209740866 0.00093178770187508854 0.00082515762745108813 0.0009243597007559314 0.00038915419782478992
leaf_weight=95 87 52 75 71 60 63 52 66 81 54 58 61 62 69 66 787 52 168 153 77 53
leaf_count=95 87 52 75 71 60 63 52 66 81 54 58 61 62 69 66 787 52 168 153 77 53
internal_value=0 0.000415652 0.000890933 0.000708932 0.000920988 0.000929765 0.000667533 0.000801232 0.000298045 0.000226656 0.000163696 0.000715725 0.000939621 0.00096216 0.000973594 0.000960111 0.000894781 0.000910941 0.000881074 0.000979662 0.000428929
internal_weight=0 437 1925 273 1652 1592 139 198 298 193 139 132 1529 1017 948 882 512 460 321 139 105
internal_count=2362 437 1925 273 1652 1592 139 198 298 193 139 132 1529 1017 948 882 512 460 321 139 105
is_linear=0
shrinkage=0.0032998


Tree=7981
num_leaves=17
num_cat=0
split_feature=2 14 0 151 0 16 160 51 484 15 0 160 1447 51 16 1
split_gain=0.175398 0.168801 0.11778 0.124073 0.120152 0.119472 0.11914 0.102157 0.108403 0.100545 0.104096 0.0743905 0.0679656 0.0594805 0.056818 0.0370443
threshold=0.13631000000000001 0.019675000000000002 -0.11073999999999999 0.0031850000000000003 -0.17106499999999999 -0.48950499999999991 0.051820000000000005 0.11178000000000002 0.11182500000000002 -0.047974999999999997 -0.065794999999999979 -0.080934999999999993 -0.082869999999999985 0.14362500000000003 -0.020464999999999997 0.10726500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 15 8 11 10 -2 14 -13 -9 -4 -6
right_child=9 -3 3 -5 6 -7 -8 13 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0012172784887180175 0.0087352509057462037 0.013949082235443487 0.0069603651224689313 0.013502892982883864 -0.0063997849374157903 0.012118911498416509 0.0061395628885423026 -0.0021081531117532349 -0.00029230821510343351 -0.0052105273513663166 -0.0013246714313424571 0.012475317155496558 0.0062841452718303912 0.0056859571288610574 0.011768976998496597 -0.00010077093580398068
leaf_weight=52 58 85 132 75 52 64 61 59 58 52 58 53 1242 52 154 55
leaf_count=52 58 85 132 75 52 64 61 59 58 52 58 53 1242 52 154 55
internal_value=0 0.00657889 0.006281 0.00677794 0.00308131 0.00724746 0.000193982 0.0064887 0.00682363 0.000924244 0.0036898 0.00708582 0.00653892 0.00152696 0.0095559 -0.00317876
internal_weight=0 2194 2109 1825 284 116 168 1750 1639 168 116 1581 1295 111 286 107
internal_count=2362 2194 2109 1825 284 116 168 1750 1639 168 116 1581 1295 111 286 107
is_linear=0
shrinkage=0.16829


Tree=7982
num_leaves=10
num_cat=0
split_feature=39 43 10 1456 14 14 0 43 40
split_gain=0.141565 0.115359 0.103142 0.069716 0.0830953 0.0861916 0.168311 0.101203 0.0787821
threshold=0.11305000000000003 -0.50149499999999991 -0.086389999999999981 0.091295000000000001 0.019675000000000002 -0.10708499999999999 -0.11208499999999998 -0.085224999999999981 -0.0086349999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 -7
right_child=-2 2 3 -5 -6 6 7 -9 -10
leaf_value=0.013129700809306611 -0.0029819543191621197 -0.0020113687218481962 0.010741706566136234 0.00056519871664444056 0.011434139957759309 0.0061871149215275327 0.008176157974026127 0.0050238491858680548 -0.00080068009432773053
leaf_weight=53 59 55 81 84 66 61 370 1352 181
leaf_count=53 59 55 81 84 66 61 370 1352 181
internal_value=0 0.00534718 0.00516306 0.00534365 0.00553294 0.00534161 0.00511798 0.00570222 0.000953282
internal_weight=0 2303 2250 2195 2111 2045 1964 1722 242
internal_count=2362 2303 2250 2195 2111 2045 1964 1722 242
is_linear=0
shrinkage=0.16829


Tree=7983
num_leaves=15
num_cat=0
split_feature=4 15 402 4 457 51 39 13 2 123 2 13 3 3
split_gain=0.169941 0.0710905 0.0644782 0.0879821 0.0771305 0.0683977 0.0843359 0.121097 0.153818 0.0795413 0.0659616 0.0774135 0.135201 0.0596862
threshold=0.51286500000000013 0.15175000000000002 0.088375000000000023 -0.08466499999999999 0.10613500000000002 0.07955000000000001 0.10076500000000001 0.019675000000000002 0.086165000000000005 0.084600000000000022 0.083855000000000013 -0.088589999999999988 -0.013399999999999999 -0.079794999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 9 -9 -1 -7 -12 -13 -5
right_child=-2 -3 3 13 -6 10 -8 8 -10 -11 11 12 -14 -15
leaf_value=0.003979846863707239 -0.0024683569417800338 -0.0014890944190649299 0.013565451833183678 0.0027014934158222197 0.010661043051593622 -0.0032365918133558384 -0.0019048490345512223 0.015880599564746429 0.0059241052021620179 0.0099060113659304345 -0.0023548005267199001 0.0017470285958983138 0.011599079318149779 0.0093306956256990429
leaf_weight=1285 101 53 52 91 55 57 53 59 177 68 56 130 57 68
leaf_count=1285 101 53 52 91 55 57 53 59 177 68 56 130 57 68
internal_value=0 0.004576 0.00472239 0.00753232 0.0044246 0.00424705 0.00467471 0.0048953 0.00842084 0.00427902 0.00190037 0.00311273 0.00475967 0.00554792
internal_weight=0 2261 2208 211 1997 1942 1642 1589 236 1353 300 243 187 159
internal_count=2362 2261 2208 211 1997 1942 1642 1589 236 1353 300 243 187 159
is_linear=0
shrinkage=0.16829


Tree=7984
num_leaves=26
num_cat=0
split_feature=2 2 2 12 12 0 2 51 12 402 39 12 49 0 0 0 402 0 2 15 12 130 12 12 12
split_gain=6.75408 3.26723 1.46238 1.43193 0.938662 0.590281 0.475137 0.364109 0.22688 0.234193 0.219804 0.140979 0.115979 0.349556 0.192957 0.121577 0.108854 0.0823967 0.117286 0.0595779 0.0522355 0.051477 0.0316584 0.0274767 0.0114704
threshold=0.11517500000000001 -1.0000000180025095e-35 0.099675000000000014 -0.070844999999999977 0.088105000000000003 -0.13010499999999997 0.13388500000000003 0.096025000000000013 0.090465000000000004 0.082915000000000016 0.082470000000000016 0.095165000000000013 -0.014169999999999999 -0.14822499999999997 -0.097604999999999983 -0.098524999999999988 0.097045000000000006 -0.079119999999999982 0.085465000000000013 0.091570000000000012 0.082165000000000016 0.006490000000000001 0.10184000000000001 0.09283000000000001 0.097060000000000021
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=1 3 8 -1 7 -4 -6 10 9 12 -2 20 14 -14 -3 -15 -11 21 24 -20 -7 23 -13 -10 -19
right_child=4 2 5 -5 6 11 -8 -9 17 16 -12 22 13 15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00042993220680298918 0.00031980901672503612 0.00098599644252423671 0.00075313259861120748 0.001066528828514206 0.0010043638420249286 0.001070065652532574 0.00060420316846193634 0.0007478395749863652 0.0011265671940347451 0.001476788184082881 0.00056790327637605954 0.00092730559301495486 0.0015116636252772695 0.0010694114318178518 0.0012496919976940379 0.0012408009855730743 0.0012945220359300142 0.0011579829805939107 0.00095594850655601846 0.0011161327937530819 0.0012144650001834774 0.0013028078784693615 0.0010448542055168746 0.0012225612582323644 0.0012344842020181207
leaf_weight=95 90 55 90 65 88 59 52 52 72 67 70 62 52 52 73 626 91 101 53 60 66 60 58 98 55
leaf_count=95 90 55 90 65 88 59 52 52 72 67 70 62 52 52 73 626 91 101 53 60 66 60 58 98 55
internal_value=0 0.00114168 0.00118083 0.00068877 0.00064593 0.000983003 0.000855984 0.000507048 0.00122455 0.00125332 0.00042857 0.0010673 0.00123142 0.00124798 0.00113666 0.00122771 0.00137204 0.00116591 0.00112488 0.00104131 0.00114659 0.00121375 0.000984414 0.00118211 0.00118518
internal_weight=0 2010 1850 160 352 335 140 212 1515 1016 160 245 858 730 128 678 158 499 269 113 125 230 120 170 156
internal_count=2362 2010 1850 160 352 335 140 212 1515 1016 160 245 858 730 128 678 158 499 269 113 125 230 120 170 156
is_linear=0
shrinkage=0.0032998


Tree=7985
num_leaves=17
num_cat=0
split_feature=49 1 43 150 0 10 13 484 403 1456 3 12 13 13 12 3
split_gain=0.0943889 0.0997726 0.156 0.120746 0.0971162 0.0840765 0.0949748 0.082559 0.110225 0.0611316 0.0593404 0.0789875 0.085038 0.0673112 0.0530922 0.0610856
threshold=-0.15378499999999998 0.077565000000000009 -0.11990999999999997 -0.075789999999999982 -0.11327499999999999 -0.012054999999999998 -0.15310499999999996 0.023665000000000002 -0.079419999999999977 -0.090954999999999994 -0.097224999999999992 0.083825000000000024 -0.085784999999999986 0.10809000000000001 0.084475000000000008 -0.073629999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -5 -7 8 -8 -6 13 12 -12 -11 -13 -16
right_child=1 2 3 5 9 6 7 -9 -10 10 11 14 -14 -15 15 -17
leaf_value=0.010967655410666818 0.011727708052379882 -0.0031176698102740106 -0.0036651185568948507 0.010186928452569206 0.00012340027484569193 -0.0012956870627075586 -0.0017217339460201091 0.0093073731551905712 0.0046265449240704215 -0.0027493600281082759 0.0047600349187872171 0.00055547892784614332 0.014022074717596868 0.0056427777818568222 0.0062390392778867267 0.0025684830596534288
leaf_weight=62 64 103 58 63 70 92 89 87 578 53 52 67 63 55 655 162
leaf_count=62 64 103 58 63 70 92 89 87 578 53 52 67 63 55 655 162
internal_value=0 0.00429388 0.003099 0.00376303 0.00532266 0.00423897 0.00379391 0.00441731 0.00377678 0.00497286 0.00527788 0.00568366 0.00984964 0.00150778 0.00513968 0.00551342
internal_weight=0 2311 1070 967 1241 909 846 754 667 1177 1107 999 115 108 884 817
internal_count=2373 2311 1070 967 1241 909 846 754 667 1177 1107 999 115 108 884 817
is_linear=0
shrinkage=0.16829


Tree=7986
num_leaves=16
num_cat=0
split_feature=157 133 48 149 132 400 133 0 13 15 160 15 15 13 16
split_gain=0.0773422 0.082089 0.0950473 0.101535 0.0789708 0.0958426 0.0747214 0.128567 0.0987364 0.0647756 0.0751298 0.0532321 0.0309881 0.0249242 0.0209069
threshold=-0.090569999999999998 -0.081654999999999991 0.12118000000000002 1.0000000180025095e-35 -0.083284999999999984 -0.076444999999999985 -0.114575 -0.082654999999999992 -0.010094999999999998 -0.26826999999999995 -0.080669999999999978 -0.4680149999999999 -0.033689999999999991 -0.054464999999999993 -0.090639999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 6 3 4 -3 -6 8 -8 13 11 -11 -7 -1 14 -2
right_child=1 2 -4 -5 5 9 7 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0053809477789904464 0.0065343912844549549 0.0082675516352995783 -0.0030949677355784906 0.010196801862602163 -0.0043217052250627223 0.0033082361689939473 0.0044585408431507493 0.015306397591701998 -0.00094391541410085086 0.0010911817248915978 0.0039816342105868357 -0.0035100319315176493 0.010923251127234324 0.008664557307172166 0.0020686485412895095
leaf_weight=65 72 78 69 58 52 57 74 54 78 331 1132 75 54 71 53
leaf_count=65 72 78 69 58 52 57 74 54 78 331 1132 75 54 71 53
internal_value=0 0.00349549 0.00302025 0.00325791 0.00302356 0.00277412 0.00568045 0.00904902 0.00410025 0.00300659 0.0033289 -0.000552169 0.00791104 0.00611679 0.00465529
internal_weight=0 2254 1852 1783 1725 1647 402 128 274 1595 1463 132 119 196 125
internal_count=2373 2254 1852 1783 1725 1647 402 128 274 1595 1463 132 119 196 125
is_linear=0
shrinkage=0.16829


Tree=7987
num_leaves=20
num_cat=0
split_feature=4 1 52 52 151 1 12 11 1 1 12 399 159 52 4 12 484 12 1204
split_gain=5.44175 1.44501 0.895919 0.882404 0.243448 0.231153 0.197287 0.271618 0.155466 0.149147 0.178633 0.0951512 0.103257 0.0931411 0.0739083 0.0569127 0.0511999 0.0449059 0.00499421
threshold=0.30163500000000004 0.10141500000000002 -0.40809499999999993 -0.032354999999999988 -0.039414999999999999 0.11846000000000002 0.11844 1.0000000180025095e-35 0.11530500000000002 0.089790000000000023 0.089300000000000004 0.084750000000000006 0.091070000000000012 -0.048309999999999992 0.42098500000000005 -0.08780499999999998 -0.059599999999999993 0.093840000000000021 -0.074224999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 14 7 9 -5 11 -11 12 13 -1 -2 -7 -14 -12 -13
right_child=5 2 3 8 -6 15 -8 -9 -10 10 17 18 16 -15 -16 -17 -18 -19 -20
leaf_value=0.00084911887553119967 0.00041463069156673214 0.00099123147323864941 0.00025524507748248161 0.0009074251355333028 0.00054020240550813048 0.00039016991043297651 0.0007212647762248524 0.0011073734937790849 0.00066896507092419207 0.00072461566098818656 0.00097537911743778515 0.00099336677959206633 0.00092743825506536384 0.00092674713199996446 0.00058951122324906629 0.00025505938901765487 0.0010682340049358999 0.00085300136237188243 0.0010607130562928159
leaf_weight=222 57 79 65 62 67 53 54 88 61 93 71 59 53 923 53 104 79 77 53
leaf_count=222 57 79 65 62 67 53 54 88 61 93 71 59 53 923 53 104 79 77 53
internal_value=0 0.000883034 0.000683533 0.000588068 0.000400149 0.00038273 0.000920618 0.000926863 0.000789451 0.000917096 0.000839804 0.000930482 0.000922116 0.000911727 0.000499212 0.000300894 0.00101197 0.000911948 0.00102555
internal_weight=0 2106 334 255 132 267 1772 1718 123 1630 241 1389 1277 1145 110 157 132 148 112
internal_count=2373 2106 334 255 132 267 1772 1718 123 1630 241 1389 1277 1145 110 157 132 148 112
is_linear=0
shrinkage=0.0032998


Tree=7988
num_leaves=19
num_cat=0
split_feature=15 16 151 1 3 0 49 14 0 16 0 49 16 3 1 14 151 43
split_gain=0.0689557 0.0759511 0.0694125 0.0921858 0.100603 0.0829159 0.0809667 0.0706673 0.107425 0.110551 0.11396 0.075413 0.0898741 0.0670359 0.111582 0.0586675 0.0489589 0.0347071
threshold=-0.26826999999999995 -0.42004999999999992 -0.039414999999999999 0.11414000000000001 -0.09132499999999999 -0.084444999999999978 -0.057024999999999992 0.078320000000000015 -0.10803999999999998 -0.083104999999999984 -0.13892999999999997 -0.015974999999999996 -0.15043499999999996 -0.10175499999999998 0.081005000000000008 -0.45282499999999992 -0.087699999999999986 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -6 8 9 10 -4 -10 -13 14 -14 -3 -8 -15
right_child=2 15 7 -5 5 -7 16 -9 11 -11 -12 12 13 17 -16 -17 -18 -19
leaf_value=0.0045536074502946543 -0.0026999676907368047 0.0017593882921992481 0.0015875339166409907 -0.0045242106414383624 0.0075112180340964323 0.0090244394272338494 0.0030236187026945441 -0.0013878934235005116 0.0091988558851001604 0.01445252006369457 0.010811105904462263 -0.0027501202205450449 -0.0048687430290684404 0.0035347248082085725 0.0048650801645680553 -0.0060711868270720195 -0.0039770185276861983 0.0053126931449944429
leaf_weight=80 69 52 84 54 59 80 62 57 79 58 70 56 60 592 75 56 52 678
leaf_count=80 69 52 84 54 59 80 62 57 79 58 70 56 60 592 75 56 52 678
internal_value=0 0.000615906 0.0039862 0.00189727 0.00297975 0.00453586 0.00244983 0.00441939 0.00460935 0.00816967 0.00579173 0.00411806 0.0038421 0.00410613 0.000525628 -0.00228427 -0.000153895 0.00448532
internal_weight=0 188 2185 376 322 253 173 1809 1752 212 154 1540 1461 1405 135 108 114 1270
internal_count=2373 188 2185 376 322 253 173 1809 1752 212 154 1540 1461 1405 135 108 114 1270
is_linear=0
shrinkage=0.16829


Tree=7989
num_leaves=21
num_cat=0
split_feature=4 13 40 4 13 150 0 0 42 159 2 0 14 150 4 15 2 2 133 52
split_gain=14.0401 2.97716 1.99959 0.86752 0.550349 0.502308 0.445836 0.383689 0.29765 0.258426 0.207323 0.169819 0.167084 0.176993 0.15486 0.0996815 0.098311 0.0981649 0.0860296 0.0381146
threshold=0.30163500000000004 -0.28558999999999996 -0.026419999999999996 -0.072529999999999983 -0.061199999999999991 0.081245000000000026 0.057400000000000007 -0.076539999999999983 1.0000000180025095e-35 -0.037509999999999995 0.091895000000000018 -0.081224999999999978 -0.45687499999999998 0.081245000000000026 0.06301000000000001 -0.41606999999999994 0.084175000000000014 0.08673500000000002 0.098785000000000012 1.0000000180025095e-35
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 -1 7 6 14 8 9 -3 10 -4 -6 16 -2 15 18 -14 -11 -13 19 -5
right_child=12 2 3 4 5 -7 -8 -9 -10 11 -12 17 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00032442048953993801 0.00035231541605959982 0.0008148850473670183 0.0013645040225925521 0.0010582180977473969 0.0010553260562603452 0.00058942975405468158 0.00090009850412788701 0.0004733721481237676 0.00069590140503366651 0.0012414327628231861 0.00088950441507643031 0.00099803887917644532 0.00015679719468586262 0.00029514661160720893 0.00091692859407420879 -1.3124314452319023e-05 0.0011308664582101759 0.0011237532423992848 0.00093466774068810907 0.0011279886526153228
leaf_weight=71 53 70 57 317 158 54 90 75 52 159 182 129 88 61 94 65 232 165 53 148
leaf_count=71 53 70 57 317 158 54 90 75 52 159 182 129 88 61 94 65 232 165 53 148
internal_value=0 0.000989372 0.00101255 0.00104123 0.00097828 0.000889581 0.00112125 0.000638483 0.000930838 0.00114802 0.000966666 0.00112996 0.000185981 0.000144622 0.00104286 8.43781e-05 0.00117592 0.00106871 0.00106565 0.0010805
internal_weight=0 2106 2035 1890 1058 446 832 145 392 742 340 685 267 214 612 153 391 294 518 465
internal_count=2373 2106 2035 1890 1058 446 832 145 392 742 340 685 267 214 612 153 391 294 518 465
is_linear=0
shrinkage=0.0032998


Tree=7990
num_leaves=24
num_cat=0
split_feature=4 3 150 15 43 3 4 4 0 16 43 4 158 47 4 0 0 1210 43 3 15 43 4
split_gain=8.23763 2.45792 1.46467 0.703793 0.683547 0.460324 0.437728 0.371879 0.26888 0.221026 0.218668 0.234402 0.143967 0.137447 0.195009 0.137351 0.069672 0.064922 0.0952861 0.0643154 0.0485244 0.0369135 0.0348367
threshold=0.30163500000000004 -0.06340999999999998 0.089155000000000012 -0.42443999999999993 -0.035884999999999993 0.12178000000000001 0.51326500000000019 0.42098500000000005 -0.066264999999999991 0.070130000000000012 0.0035900000000000007 0.06301000000000001 0.07968500000000002 0.077555000000000013 -0.05584999999999999 -0.066044999999999979 -0.10324499999999999 -0.047399999999999991 -0.082689999999999986 -0.082879999999999995 -1.0000000180025095e-35 0.10183500000000002 -0.076689999999999994
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=1 8 4 6 15 13 -2 -5 10 -10 11 12 17 14 -6 -3 -16 19 -19 -1 -11 22 -12
right_child=3 2 -4 7 5 -7 -8 -9 9 20 21 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.001094003020267732 0.00074530060987902181 0.00077248067554167141 0.00036079744931024927 0.00034569539408018475 0.0011474522051151933 0.0007122808525091448 0.00036736002188696669 -2.5564601839264949e-05 0.00080684634962714132 0.00095630071094652701 0.00088984183385340141 0.00091847374240090675 0.0012229691710242277 0.0011824017505351306 0.00081306705710881919 0.00056555211034560113 0.00098676723147780409 0.0011232142570563725 0.0010487313625656531 0.0012569488914530717 0.0010825510744269474 0.001028443709219117 0.0010052521384579212
leaf_weight=68 57 78 75 64 54 65 82 54 82 72 79 84 102 52 54 67 55 334 503 52 79 103 58
leaf_count=68 57 78 75 64 54 65 82 54 82 72 79 84 102 52 54 67 55 334 503 52 79 103 58
internal_value=0 0.000989216 0.000786751 0.000363365 0.000861836 0.000957373 0.000522596 0.000175498 0.00105184 0.000946811 0.00106951 0.00108879 0.00110227 0.00103131 0.000982888 0.000677108 0.000901037 0.00108937 0.0010785 0.00116491 0.00102259 0.00097751 0.000938959
internal_weight=0 2116 500 257 425 280 139 118 1616 233 1383 1143 1059 215 163 145 109 957 837 120 151 240 137
internal_count=2373 2116 500 257 425 280 139 118 1616 233 1383 1143 1059 215 163 145 109 957 837 120 151 240 137
is_linear=0
shrinkage=0.0032998


Tree=7991
num_leaves=23
num_cat=0
split_feature=1 1 124 12 12 3 13 13 0 160 159 0 158 1 0 483 12 1 402 13 3 42
split_gain=6.63009 0.845961 0.697743 0.403349 0.309104 0.316407 0.193571 0.165145 0.141988 0.22485 0.148575 0.134485 0.133305 0.102705 0.163795 0.100049 0.0953442 0.0928992 0.0628675 0.0490365 0.0254511 0.0161997
threshold=0.10808500000000001 0.13662500000000002 -0.082254999999999981 0.088105000000000003 0.099815000000000015 0.092330000000000009 -0.0078949999999999975 -0.085669999999999982 -0.084044999999999995 -0.079999999999999988 -0.032739999999999991 -0.049024999999999992 0.086290000000000019 0.084885000000000002 -0.10653 0.087605000000000002 0.10031500000000002 0.11890000000000002 0.085345000000000018 -0.082264999999999991 -0.065004999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 5 8 17 -3 12 10 -10 20 13 15 -15 -4 -5 -2 19 -11 21 -6
right_child=1 7 4 16 11 -7 -8 -9 9 18 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00049714314054311623 0.00053081215717343862 -1.3155526180869443e-05 0.00088150561865522263 0.00069935366678553098 0.00073940617019352059 0.00063182940699114238 0.0002260282717952653 0.00022147246740417251 0.00079418651294413725 0.00088409053124560461 0.00055744555408709516 0.00054541110032751234 0.00098600685089944681 0.00061441325962191323 0.00085833620358956829 0.00073022340679683971 0.00049648447324158627 0.00033700914297968531 0.00090396598554758653 0.00079248330514968164 0.00079556712006767581 0.00065954963833915448
leaf_weight=87 56 60 491 52 89 95 87 71 54 84 66 54 87 52 76 56 53 55 94 435 60 59
leaf_count=87 56 60 491 52 89 95 87 71 54 84 66 54 87 52 76 56 53 55 94 435 60 59
internal_value=0 0.000335672 0.00078702 0.000431506 0.000800618 0.000818049 0.000343414 0.00011374 0.000829859 0.000796433 0.000664273 0.000694704 0.000861966 0.000845927 0.000759518 0.000866082 0.000597289 0.000435101 0.000822247 0.000807378 0.000733294 0.00070781
internal_weight=0 434 1939 303 1852 1590 198 131 1495 733 120 262 762 675 128 547 105 111 613 519 208 148
internal_count=2373 434 1939 303 1852 1590 198 131 1495 733 120 262 762 675 128 547 105 111 613 519 208 148
is_linear=0
shrinkage=0.0032998


Tree=7992
num_leaves=19
num_cat=0
split_feature=10 1 49 49 49 160 13 51 16 13 16 15 15 13 484 160 15 156
split_gain=0.474181 0.159121 0.104987 0.0690023 0.138461 0.108162 0.0914654 0.0905236 0.0703167 0.110654 0.0677934 0.127761 0.0649949 0.0574768 0.0428206 0.0427042 0.0402629 0.0350909
threshold=-0.092019999999999977 0.10915500000000002 -0.065249999999999989 -0.026779999999999995 -0.07107999999999999 0.060610000000000004 0.15578000000000003 0.11178000000000002 -0.09391999999999999 -0.081029999999999977 -0.019164999999999998 -0.47090499999999996 -0.14524999999999996 -0.08131999999999999 -0.11223999999999999 0.084575000000000011 -0.067469999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 15 6 7 8 9 -5 11 -4 -10 -13 -7 -2 -16 -12
right_child=1 2 10 5 -6 14 -8 -9 12 -11 17 13 -14 -15 16 -17 -18 -19
leaf_value=-0.010856556325838188 0.003561458995450861 -0.0048768525669602965 -0.001626928257394114 -0.0014473829080244092 -0.0031923178563058653 0.0065868574949229713 0.011528521790668364 0.00027956432778660672 0.011743812899238386 0.0067724652732634588 -0.0025672105161121924 0.012127510652141781 0.0059760435391592549 0.0051233941772291592 0.0092300940302027269 0.0091019676009838572 0.015489338430631298 0.0031880072141402468
leaf_weight=53 102 53 57 91 69 70 74 91 59 94 66 54 1105 90 72 66 52 55
leaf_count=53 102 53 57 91 69 70 74 91 59 94 66 54 1105 90 72 66 52 55
internal_value=0 0.00523187 0.00205038 0.00584435 0.0031381 0.00621882 0.00573663 0.00543774 0.00578437 0.00271948 0.00319615 0.00509083 0.00626994 0.00776241 0.00997261 0.00574878 0.0118694 3.39498e-05
internal_weight=0 2320 375 1945 237 1708 1514 1440 1349 185 322 201 1164 144 194 168 124 121
internal_count=2373 2320 375 1945 237 1708 1514 1440 1349 185 322 201 1164 144 194 168 124 121
is_linear=0
shrinkage=0.16829


Tree=7993
num_leaves=14
num_cat=0
split_feature=2 13 1210 13 13 2 151 13 13 51 3 133 2
split_gain=0.270119 0.0657216 0.0651025 0.105929 0.0548521 0.0737324 0.0851288 0.148222 0.0630072 0.0485971 0.0847875 0.045614 0.0259714
threshold=0.13538500000000001 -0.089024999999999979 -0.066709999999999978 -0.026084999999999997 0.26379000000000002 -0.10238999999999998 0.009020000000000002 -0.075679999999999983 -0.23438999999999996 0.089455000000000021 -0.082154999999999992 0.087985000000000022 0.14823500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 8 -8 -7 11 -11 -10 -3
right_child=1 12 4 -5 -6 6 7 -9 9 10 -12 -13 -14
leaf_value=0.012211617830567532 -0.0071214750750330244 -0.0028787179420869708 -0.0013255336632878132 0.0023318856579033673 0.0096477796022846965 0.01022211765519164 0.0059734993779141593 -0.0066714453384399313 0.0053159930161232015 -0.0030584363518996456 0.004349972854557068 0.0032509212823029925 0.0021058420969682526
leaf_weight=77 55 53 66 52 54 56 53 52 1171 64 137 416 67
leaf_count=77 55 53 66 52 54 56 53 52 1171 64 137 416 67
internal_value=0 -0.00230378 0.00455959 0.00824302 0.00432906 0.00418563 0.00437318 -0.000271649 0.00463864 0.00446276 0.00198214 0.00477581 -8.07004e-05
internal_weight=0 175 2198 129 2069 2015 1949 105 1844 1788 201 1587 120
internal_count=2373 175 2198 129 2069 2015 1949 105 1844 1788 201 1587 120
is_linear=0
shrinkage=0.16829


Tree=7994
num_leaves=22
num_cat=0
split_feature=1 1 124 12 49 1 12 158 16 49 0 0 49 0 123 123 158 16 16 16 402
split_gain=7.38022 0.748639 0.702237 0.591889 0.296942 0.373429 0.251847 0.255002 0.21356 0.17179 0.113322 0.190536 0.0998539 0.0993506 0.0773267 0.065269 0.035675 0.0348841 0.0732576 0.0208955 0.0433309
threshold=0.10892500000000001 0.13662500000000002 -0.074709999999999985 0.088105000000000003 -0.026779999999999995 0.085425000000000015 0.095330000000000012 0.086290000000000019 -0.41863499999999992 0.10101500000000001 -0.14822499999999997 -0.10490499999999998 0.091235000000000011 -0.065794999999999979 0.081180000000000016 0.084445000000000006 0.10968000000000001 -0.046599999999999996 0.31615500000000002 -0.087699999999999986 -0.043079999999999993
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=2 3 15 8 5 -4 7 10 -2 17 -6 -12 -13 -3 -10 -1 -9 19 -19 -8 -21
right_child=1 13 4 -5 6 -7 9 16 14 -11 11 12 -14 -15 -16 -17 -18 18 -20 20 -22
leaf_value=0.00075835855668000623 0.00059023840651722134 0.00034411862369645432 0.00097468275899489432 0.00075481315226935718 0.0011167019853426236 0.00068230325634242015 0.00090226111549134784 0.0010815503490591476 0.00043402400615209693 0.00075120533155802215 0.00076956754551513217 0.00099024623688759913 0.00088794150921807141 0.00016076980897781888 0.00026458270990740198 0.00058759980299242414 0.0012096427557503173 0.00083233410858854831 0.00098770926021201602 0.0009252039386373061 0.0010607824334560759
leaf_weight=52 68 63 97 101 62 96 55 62 67 76 52 896 126 68 55 52 53 98 56 61 57
leaf_count=52 68 63 97 101 62 96 55 62 67 76 52 896 126 68 55 52 53 98 56 61 57
internal_value=0 0.000456853 0.0009383 0.000550205 0.000953202 0.000829433 0.000967622 0.000990997 0.000441254 0.000894974 0.000975792 0.000967625 0.000977668 0.000249214 0.000357925 0.000673318 0.00114089 0.000928281 0.000889063 0.000962988 0.000990994
internal_weight=0 422 1951 291 1847 193 1654 1251 190 403 1136 1074 1022 131 122 104 115 327 154 173 118
internal_count=2373 422 1951 291 1847 193 1654 1251 190 403 1136 1074 1022 131 122 104 115 327 154 173 118
is_linear=0
shrinkage=0.0032998


Tree=7995
num_leaves=27
num_cat=0
split_feature=1 4 0 16 0 13 1 158 4 4 16 12 0 13 12 13 2 0 4 2 1 52 12 0 4 4
split_gain=0.251366 0.123748 0.210068 0.152333 0.202177 0.106128 0.091502 0.086753 0.0898571 0.0722488 0.0642732 0.0637941 0.0600998 0.0588824 0.0983738 0.0753548 0.103523 0.0870716 0.0651647 0.0929398 0.0670092 0.0521967 0.0494882 0.0459834 0.0234344 0.0194734
threshold=0.096325000000000008 -0.17689999999999997 0.0037850000000000002 -0.019749999999999993 -0.081444999999999976 -0.070004999999999998 0.11230000000000001 0.085410000000000014 -0.13833499999999996 -0.47860499999999995 0.23993500000000004 0.084955000000000017 -0.14012999999999998 -0.089899999999999994 0.087615000000000012 -0.08151499999999999 0.091250000000000012 -0.086224999999999982 -0.082869999999999985 0.08542000000000001 0.092730000000000021 -0.014759999999999997 0.11086000000000001 -0.088884999999999978 0.25759000000000004 -0.085774999999999976
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 5 -5 12 -7 8 9 -1 -6 -9 -3 14 -10 16 17 23 19 25 22 -19 -20 -15 -14 -17
right_child=1 2 -4 4 10 6 -8 11 13 -11 -12 -13 24 15 -16 18 -18 21 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0046268031115120145 0.0067197835140024318 -0.0039597928384008134 -0.0093639187777728571 -0.0096081275181334573 -0.0020375599922249042 0.010792583355041806 0.0023795145880009905 0.013577405613842835 -0.001255284652059367 -0.0029634668154643949 0.0054631272130100383 0.0064038252438939763 0.00029461037633140809 0.0060411040101705608 0.0070108554650010419 0.0064212300605467829 0.014336723832495327 0.0068534229462483102 0.002887196174663851 0.012284183358697685 0.0094291346541328317 -0.00010580012730311058 0.007858571566422317 0.012200188528563789 0.0051520458089561643 0.0022846683728247204
leaf_weight=69 101 52 57 69 65 81 68 55 97 73 64 102 53 68 70 84 57 56 539 72 58 66 64 73 62 55
leaf_count=69 101 52 57 69 65 81 68 55 97 73 64 102 53 68 70 84 57 56 539 72 58 66 64 73 62 55
internal_value=0 0.00128888 0.000325101 0.00140306 -0.00225132 0.00369852 0.00696512 0.00515125 0.00475499 0.000712111 0.00166978 0.00892831 0.000773245 0.0051761 0.00219881 0.00559171 0.00780939 0.00638789 0.00477583 0.00736064 0.003948 0.00307387 0.00341782 0.00924259 0.00292902 0.00479739
internal_weight=0 672 571 514 198 316 149 1658 1501 142 129 157 167 1359 167 1192 320 263 872 211 661 122 603 141 115 139
internal_count=2330 672 571 514 198 316 149 1658 1501 142 129 157 167 1359 167 1192 320 263 872 211 661 122 603 141 115 139
is_linear=0
shrinkage=0.16829


Tree=7996
num_leaves=29
num_cat=0
split_feature=4 3 1 1 150 12 13 150 3 1 11 3 4 16 42 160 13 52 483 42 42 16 42 12 42 52 52 13
split_gain=20.1051 6.60847 3.18315 1.56082 0.660229 0.653107 0.523047 0.463014 0.436021 0.258572 0.232726 0.213043 0.205786 0.147772 0.140102 0.130461 0.121323 0.11775 0.0853023 0.0776254 0.0943496 0.0632253 0.0856676 0.0608657 0.0501643 0.0262691 0.0110195 0.00769712
threshold=0.30163500000000004 -0.058704999999999993 0.10384000000000002 0.12958500000000003 0.083435000000000023 0.093270000000000006 -1.0000000180025095e-35 0.08486500000000001 -0.0047649999999999993 0.11400500000000001 1.0000000180025095e-35 -0.11756999999999999 -0.074219999999999994 -0.44470499999999996 0.086635000000000004 -0.079189999999999997 -0.087444999999999981 -0.0065299999999999993 -0.088009999999999991 0.088285000000000016 0.08648500000000002 -0.097069999999999976 0.095215000000000008 0.098600000000000007 0.085075000000000026 0.097655000000000006 0.026115000000000003 -0.0042049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 9 6 10 -3 8 -4 -2 11 -1 14 -5 23 19 24 -8 -18 20 -13 -14 25 -7 -17 27 -24 -23
right_child=3 2 7 13 -6 12 17 -9 -10 -11 -12 15 21 -15 -16 16 18 -19 -20 -21 -22 22 26 -25 -26 -27 -28 -29
leaf_value=0.00087357366800915319 0.00033228251614642447 0.00070886411678083134 0.00015555528061680335 -0.00017449316729937773 0.00050361783736436897 0.0011853631068694595 0.0011262353721087097 2.9729024279590321e-05 0.00056643507108296602 4.5542611706740551e-05 0.0012789729526969363 0.0011421587654168691 0.00078561175055875824 -0.00040800718083525134 0.00089981218964647121 0.00089952063425681429 0.0012145729760588391 0.00092516175463777911 0.0010745140451410321 0.0010521073125968742 0.0013153256321017403 0.00095755365208417202 0.00079880999174004007 0.0010261969547647942 0.0010285954110347292 0.00089685175540278128 0.00088000584315289212 0.0010321338579025727
leaf_weight=55 79 100 52 54 61 57 67 65 62 61 68 129 53 67 57 57 57 67 509 64 52 53 52 60 105 52 57 58
leaf_count=55 79 100 52 54 61 57 67 65 62 61 68 129 53 67 57 57 57 67 509 64 52 53 52 60 105 52 57 58
internal_value=0 0.000942277 0.000600005 -2.94846e-05 0.0008107 0.00104397 0.0008906 0.000252574 0.000379325 0.000207597 0.00108924 0.00107665 0.000944479 -0.000304085 0.00103734 0.00108809 0.0010653 0.00102596 0.00108868 0.00115568 0.0011921 0.000894654 0.000915771 0.00110404 0.000983398 0.000965159 0.000841593 0.000996841
internal_weight=0 2069 474 261 295 1595 234 179 114 140 1096 1028 499 121 174 973 728 134 566 245 181 325 272 117 162 163 109 111
internal_count=2330 2069 474 261 295 1595 234 179 114 140 1096 1028 499 121 174 973 728 134 566 245 181 325 272 117 162 163 109 111
is_linear=0
shrinkage=0.0032998


Tree=7997
num_leaves=19
num_cat=0
split_feature=2 2 1456 2 151 13 133 39 472 1186 1446 2 52 52 52 2 13 15
split_gain=0.143856 0.180311 0.140134 0.105802 0.0923161 0.114236 0.0835861 0.0771101 0.0700087 0.054524 0.0619369 0.101199 0.0810972 0.0868714 0.0690214 0.0652923 0.040972 0.0360143
threshold=-0.0091949999999999983 0.099675000000000014 -0.14418499999999998 -0.13811499999999996 1.0000000180025095e-35 -0.089189999999999978 -0.0081099999999999974 0.093225000000000016 -1.0000000180025095e-35 0.021560000000000003 0.037915000000000011 0.086865000000000012 0.11110500000000002 0.41348500000000005 0.093245000000000008 0.089690000000000006 -0.23438999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 16 -7 8 -8 10 12 -12 14 -14 15 -4 -3 -10
right_child=1 4 9 -5 -6 6 7 -9 17 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0037602063519477889 0.013335427749380012 0.00065872911163548443 0.0053340735941879193 -0.0056861425856172257 -0.0046796391489688444 -0.00074395403127501124 0.00033269635737885985 -0.0008831834603338901 0.0053787098903167654 0.0098050518198177124 0.0043852185483942794 0.013886775264997943 -0.0028042655167893776 0.0049421798685849085 0.01028501069431695 0.0021023062548570256 -0.0053098088210031275 0.0092961511557882893
leaf_weight=62 60 81 788 73 53 93 57 57 187 65 79 54 85 79 65 231 54 107
leaf_count=62 60 81 788 73 53 93 57 57 187 65 79 54 85 79 65 231 54 107
internal_value=0 0.00431553 0.00534796 -0.00133451 0.00205624 0.00262039 0.0037923 0.0048307 0.00576371 0.00501529 0.00478855 0.0082565 0.00441753 0.000916299 0.00494557 0.00460322 -0.00171538 0.00681056
internal_weight=0 2195 1506 135 689 636 501 408 351 1446 1381 133 1248 164 1084 1019 135 294
internal_count=2330 2195 1506 135 689 636 501 408 351 1446 1381 133 1248 164 1084 1019 135 294
is_linear=0
shrinkage=0.16829


Tree=7998
num_leaves=23
num_cat=0
split_feature=1 3 12 16 10 15 15 1 12 11 3 3 0 16 160 51 0 16 0 43 0 0
split_gain=10.6947 2.34314 0.641028 0.629382 0.459458 0.346875 0.393842 0.370374 0.342741 0.235154 0.240031 0.2115 0.189699 0.149349 0.0847415 0.0724896 0.0638407 0.0561588 0.0777501 0.0347873 0.107494 0.0394362
threshold=0.104035 -0.058704999999999993 -0.08780499999999998 -0.23071499999999998 -0.011559999999999999 -0.019239999999999997 -0.075694999999999985 0.12394500000000001 0.093270000000000006 1.0000000180025095e-35 -0.10919499999999999 0.092330000000000009 -0.036119999999999992 0.40737000000000007 -0.079109999999999986 0.0089800000000000019 -0.084044999999999995 -0.092049999999999979 -0.079119999999999982 -0.041094999999999993 -0.072529999999999983 -0.072864999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -3 6 7 -6 9 10 -4 14 17 -5 16 -16 -12 -10 -19 21 -21 -20
right_child=1 4 8 13 5 -7 -8 -9 12 -11 11 -13 -14 -15 15 -17 -18 18 19 20 -22 -23
leaf_value=0.00070012583839093199 0.00049107767775378433 7.3912080466790479e-06 0.00080736001718327707 0.00078256067669383645 0.00047692233434817589 0.00012580709132980602 0.00065655141411464645 0.00017995852480793807 0.00086524313051634298 0.001228624085206734 0.0011270148197174751 0.00085487584783926207 0.00074322668835590574 0.0010250199836549182 0.0010326039772696046 0.0009163224129894803 0.0010077507480874776 0.0010547719754840303 0.00091826267161224876 0.0010040975629921178 0.00080657867354817087 0.001044184803071564
leaf_weight=83 62 52 58 57 93 63 52 91 81 62 190 74 58 58 708 70 76 88 66 57 71 60
leaf_count=83 62 52 58 57 93 63 52 91 81 62 190 74 58 58 708 70 76 88 66 57 71 60
internal_value=0 0.000450628 0.000984785 0.000760307 0.000294364 0.000344155 0.000402293 0.000330246 0.000998509 0.0010278 0.00101719 0.00102804 0.000923036 0.000905151 0.00104028 0.00102219 0.00109307 0.000947607 0.000967012 0.000936468 0.000894812 0.000978505
internal_weight=0 528 1802 177 351 299 236 184 1719 1238 1176 1118 481 115 1044 778 266 423 342 254 128 126
internal_count=2330 528 1802 177 351 299 236 184 1719 1238 1176 1118 481 115 1044 778 266 423 342 254 128 126
is_linear=0
shrinkage=0.0032998


Tree=7999
num_leaves=25
num_cat=0
split_feature=3 12 3 47 16 52 51 13 1456 3 3 13 1213 1212 401 481 481 12 12 1209 13 403 16 13
split_gain=0.188576 0.0932572 0.0738689 0.0767063 0.100375 0.074134 0.0707949 0.0684732 0.068268 0.0676789 0.0844109 0.0825864 0.0527462 0.0701654 0.0551708 0.0913295 0.0949805 0.050923 0.0831425 0.0532097 0.0483277 0.0374973 0.0278843 0.026199
threshold=-0.022604999999999997 0.09697500000000002 0.37720000000000004 0.10561500000000001 -0.42372999999999994 -1.0000000180025095e-35 -0.12463499999999998 -0.004004999999999999 -0.14418499999999998 -0.068864999999999996 -0.14443999999999999 -0.052454999999999995 -0.082414999999999974 -0.020729999999999995 0.080710000000000018 -0.050084999999999991 -0.087424999999999989 0.083795000000000022 0.080120000000000011 0.087485000000000021 -0.0088749999999999992 -1.0000000180025095e-35 -0.039889999999999988 -0.087984999999999994
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 8 3 4 -2 6 -6 23 -1 10 -3 -12 13 -10 15 16 -14 18 -17 -19 -7 -13 -11 -8
right_child=2 9 -4 -5 5 20 7 -9 12 22 11 21 14 -15 -16 17 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.011365555954136309 0.0061102923084624238 0.0066682484140698738 -0.0046349842155536374 0.0079064125835881065 -0.003502813026323662 -0.00022633479488840577 0.0031167609902796869 0.0070958832423829278 0.0062411862496281525 0.0083950381360666133 -0.0053224512338981966 0.0052960287831197283 0.0050085364888443713 -0.00048378612898944965 0.0014670138072538652 0.005410488400811605 0.014266167954895818 0.0063267207339811754 -0.0028840550627707031 0.00095001577092222126 -0.0070733898600608665 -0.00025184368956661813 0.0030395089907953006 -0.0021687508384989648
leaf_weight=54 93 60 54 54 58 61 53 76 79 62 68 54 57 98 84 99 72 729 52 57 57 94 52 53
leaf_count=54 93 60 54 54 58 61 53 76 79 62 68 54 57 98 84 99 72 729 52 57 57 94 52 53
internal_value=0 0.00482149 0.00127138 0.00190651 0.00118413 -9.05523e-05 0.00160238 0.00323919 0.00547157 0.00251493 0.00108219 -0.000461178 0.00523037 0.00250761 0.00564788 0.00597565 0.0101895 0.00539359 0.00254219 0.00593909 -0.00354904 0.00176024 0.00596793 0.000457056
internal_weight=0 1771 559 505 451 358 240 182 1381 390 276 216 1327 177 1150 1066 129 937 151 786 118 148 114 106
internal_count=2330 1771 559 505 451 358 240 182 1381 390 276 216 1327 177 1150 1066 129 937 151 786 118 148 114 106
is_linear=0
shrinkage=0.16829


Tree=8000
num_leaves=19
num_cat=0
split_feature=4 40 147 48 4 0 16 14 0 49 52 52 16 1429 16 16 52 52
split_gain=9.20583 1.67664 0.681454 0.68216 0.433873 0.488172 0.375423 0.308861 0.393281 0.243255 0.193998 0.226698 0.15364 0.134228 0.131996 0.110059 0.253954 0.0682835
threshold=0.30163500000000004 -0.010334999999999999 0.089025000000000007 0.089025000000000007 -0.42305999999999994 -0.067659999999999984 -0.54057999999999995 -0.41790499999999997 -0.098179999999999976 -0.0086549999999999978 -0.087769999999999987 -0.021164999999999996 -0.073494999999999991 0.08103500000000001 0.23451000000000002 -0.025314999999999994 -0.11592499999999999 -0.014759999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 13 -2 -8 -9 -1 -5 -12 -13 14 -6 -7 -17 -15
right_child=6 2 -4 10 5 15 7 8 -10 -11 11 12 -14 17 -16 16 -18 -19
leaf_value=0.00053606551229360235 0.00053059957128747716 0.0012531345777538542 0.0006337515652782334 0.0010035634771347411 0.0010461885038225184 0.00097514600393566015 0.0004382754483876881 0.00037377951464906211 4.7036629008238692e-06 0.00078581948597648463 0.00062171843771835706 0.0009978503097389734 0.00076117620973225599 0.0012083261021863902 0.00089769580532495462 0.00094249049137723202 0.000638215313922254 0.0010532563997850623
leaf_weight=84 65 99 53 70 1110 74 59 52 80 89 57 60 64 86 73 70 54 57
leaf_count=84 65 99 53 70 1110 74 59 52 80 89 57 60 64 86 73 70 54 57
internal_value=0 0.00097654 0.00100451 0.00101498 0.00103984 0.00102596 0.000313538 0.000239484 0.000150364 0.000664755 0.000854101 0.000796103 0.00087598 0.00104891 0.00103706 0.000872067 0.000810268 0.00114676
internal_weight=0 2100 1927 1874 1623 1524 256 191 132 173 251 181 124 1326 1183 198 124 143
internal_count=2356 2100 1927 1874 1623 1524 256 191 132 173 251 181 124 1326 1183 198 124 143
is_linear=0
shrinkage=0.0032998


Tree=8001
num_leaves=23
num_cat=0
split_feature=2 15 0 2 123 14 2 0 150 15 51 52 42 157 0 2 15 43 43 2 403 43
split_gain=5.74938 2.27446 1.74261 1.19291 1.16113 0.817906 0.48919 0.481336 0.406645 0.376333 0.614634 0.417059 0.292369 0.254344 0.21056 0.186782 0.181604 0.161226 0.109314 0.0809415 0.073854 0.0709964
threshold=0.13538500000000001 -0.37478999999999996 -0.10566999999999999 0.11197500000000002 0.081990000000000021 0.062655000000000016 0.16730000000000003 -0.068669999999999995 0.083205000000000015 0.029300000000000003 -0.09798999999999998 -0.15086999999999998 -0.046819999999999994 -0.077234999999999984 -0.14803999999999998 0.095545000000000005 -0.10312999999999999 -0.0068249999999999986 -0.082039999999999988 0.106285 -0.11251499999999999 0.26667500000000005
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 17 3 5 7 8 16 12 14 10 19 -12 20 18 -3 -15 -2 -1 -14 -9 -4 -22
right_child=6 2 4 -5 -6 -7 -8 9 -10 -11 11 -13 13 15 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=0.00034388615407978957 0.00030559350643279392 0.0010271217866678827 0.00087600092903779411 0.00040538329364860586 0.0005979202285696537 0.0011918969530634869 6.7577125657898671e-05 0.00095910888165281268 0.00054597993436868804 0.0011060987393916183 0.00094010908251593013 0.00059022893908987513 0.0012903271129192449 0.0010877606686310526 0.00076359883573685417 0.00092678569137666519 0.00056493154555380565 0.00060494980521123062 0.0011006820370213005 0.0011472345578897787 0.0010311840004306545 0.00089288915121298919
leaf_weight=53 56 54 66 80 70 64 55 54 65 94 62 95 94 706 91 92 64 52 57 54 223 55
leaf_count=53 56 54 66 80 70 64 55 54 65 94 62 95 94 706 91 92 64 52 57 54 223 55
internal_value=0 0.00094799 0.000971971 0.000760717 0.00101538 0.000864335 0.000326035 0.00103305 0.000764339 0.000925391 0.000861158 0.000728623 0.00106291 0.00109311 0.000861981 0.00106925 0.000444201 0.00047351 0.00121897 0.0010535 0.000979504 0.00100395
internal_weight=0 2181 2076 354 1722 274 175 1652 210 359 265 157 1293 949 145 798 120 105 151 108 344 278
internal_count=2356 2181 2076 354 1722 274 175 1652 210 359 265 157 1293 949 145 798 120 105 151 108 344 278
is_linear=0
shrinkage=0.0032998


Tree=8002
num_leaves=21
num_cat=0
split_feature=2 15 52 3 13 157 1 4 123 1 52 39 3 15 1213 2 402 4 13 151
split_gain=0.240934 0.197244 0.174186 0.124821 0.124075 0.104085 0.0971067 0.096813 0.09616 0.120375 0.0624169 0.0578033 0.0709543 0.0609354 0.0797119 0.0708536 0.065003 0.0740169 0.0507075 0.0332613
threshold=0.099675000000000014 -0.41971499999999995 0.026115000000000003 -0.12077499999999998 0.10068000000000001 -0.06588999999999999 0.081005000000000008 -0.020619999999999996 0.080635000000000012 0.096035000000000023 0.10347000000000002 0.08845500000000002 0.08734500000000002 0.084785000000000013 -0.064789999999999986 0.093255000000000018 0.10874500000000002 -0.082384999999999986 -0.0076349999999999986 -1.0000000180025095e-35
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 -1 4 6 5 -2 -3 -7 9 -9 -4 12 13 14 -5 -16 17 -15 -12 -11
right_child=2 3 10 11 -6 7 -8 8 -10 19 18 -13 -14 16 15 -17 -18 -19 -20 -21
leaf_value=-0.0039366938873749069 -0.0050279851130068786 0.0068878438188024567 0.011020378205058762 0.012294528802891754 -0.0068336260498772306 0.0074703596969208945 0.016418873917457971 0.0043212346417642461 0.0073473023182142657 -0.00078079133255992738 0.0074954195167319763 0.010898937596327245 0.00090159233388421823 0.00108521158358935 0.0070562239731644357 0.0016429913634330871 0.0094912618252044577 0.0054264771028304072 0.0012702828871559468 -0.0064428591897550099
leaf_weight=54 59 63 58 74 58 87 60 81 53 52 77 65 82 163 619 78 72 358 73 70
leaf_count=54 59 63 58 74 58 87 60 81 53 52 77 65 82 163 619 78 72 358 73 70
internal_value=0 0.00604971 0.00226887 0.00638084 0.000437288 0.00149079 0.0115517 0.00261734 0.000961051 -0.000697445 0.00631083 0.00595872 0.00573541 0.00602469 0.00701601 0.00645302 0.00473277 0.00407172 0.00447783 -0.00404425
internal_weight=0 1688 668 1634 460 402 123 343 256 203 208 1511 1446 1364 771 697 593 521 150 122
internal_count=2356 1688 668 1634 460 402 123 343 256 203 208 1511 1446 1364 771 697 593 521 150 122
is_linear=0
shrinkage=0.16829


Tree=8003
num_leaves=16
num_cat=0
split_feature=48 4 147 2 52 13 12 3 1447 3 475 16 159 456 159
split_gain=0.170489 0.141047 0.0825037 0.0745996 0.181412 0.120647 0.110756 0.0923201 0.0805733 0.0694004 0.0688893 0.0679598 0.0589558 0.0621969 0.039156
threshold=0.13624500000000003 0.59999500000000017 0.089365000000000014 0.094835000000000017 1.0000000180025095e-35 0.10068000000000001 0.088245000000000004 -0.14906999999999998 -0.085804999999999979 -0.12077499999999998 -0.025744999999999997 -0.072534999999999988 -0.43267499999999998 0.086265000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 7 -6 -5 -1 -10 -9 -8 -11 -14 -13
right_child=-2 -3 -4 4 6 -7 11 10 9 12 -12 14 13 -15 -16
leaf_value=0.00030471352102813049 -0.0052795964468591279 -0.0038906960606155815 -0.00021347208937394567 0.0083577778514910064 0.012152109129122067 -0.0060013298561196115 0.0093131506322456231 -0.004378484230792421 0.010119749681897596 -3.4718873818927761e-05 0.0022849035161499687 0.0051312185177774415 0.0053504291159396618 0.01025749573797413 -0.0011715620063573169
leaf_weight=82 53 57 97 60 79 57 55 53 97 53 254 57 1169 79 54
leaf_count=82 53 57 97 60 79 57 55 53 97 53 254 57 1169 79 54
internal_value=0 0.00435954 0.00456972 0.00478646 0.00330486 0.00119316 0.00695205 0.00231546 0.00545497 0.00575577 0.00112869 0.0044665 0.00542902 0.00566249 0.00204882
internal_weight=0 2303 2246 2149 669 424 245 367 1480 1398 307 166 1301 1248 111
internal_count=2356 2303 2246 2149 669 424 245 367 1480 1398 307 166 1301 1248 111
is_linear=0
shrinkage=0.16829


Tree=8004
num_leaves=24
num_cat=0
split_feature=1 52 52 14 12 12 49 4 160 4 2 2 4 2 0 157 1429 1 50 16 0 4 4
split_gain=7.98503 1.55148 1.0238 0.72 0.613604 0.652686 0.635838 0.609644 0.451415 0.379744 0.356244 0.427378 0.271089 0.239315 0.224379 0.130927 0.133173 0.184048 0.214265 0.143278 0.087071 0.0355555 0.0236564
threshold=0.10335000000000001 -0.41304999999999997 0.19121000000000002 0.062655000000000016 0.054520000000000006 0.097060000000000021 -1.0000000180025095e-35 0.50657000000000008 -0.007559999999999999 0.020345000000000005 0.10575500000000002 -1.0000000180025095e-35 0.39574000000000004 0.12399000000000002 -0.10220499999999998 -0.089089999999999989 0.086095000000000019 0.078015000000000015 0.08461500000000001 -0.082559999999999981 -0.052984999999999997 -0.016339999999999997 -0.069874999999999979
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 7 4 6 15 -1 10 -8 20 11 -3 14 -9 -12 -6 17 19 -19 -17 21 22 -7
right_child=1 2 -4 -5 5 9 8 13 -10 -11 12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00067083792497610426 0.0010707573672558968 0.00049931422002453629 0.00097941705150853637 0.0013900596642243358 0.0012475125688782482 0.0010154740054454442 0.00077358487546285446 0.00042110017914248176 0.0011574194122601085 0.0007023284637916314 0.00024727056484248811 0.00089220696584024197 0.00062454178309621412 0.00011290501649298993 0.000536158452505016 0.0011696635228474013 0.0012531997091390719 0.00090872515264984761 0.0010967855388651717 0.0010774559664185703 0.00087215909215943065 0.00095922124007346145 0.0011270596183274996
leaf_weight=90 69 59 52 70 70 54 52 59 97 64 67 63 80 52 53 316 59 123 152 494 52 56 53
leaf_count=90 69 59 52 70 70 54 52 59 97 64 67 63 80 52 53 316 59 123 152 494 52 56 53
internal_value=0 0.000607266 0.000541253 0.00106042 0.00104708 0.00107205 0.000890971 0.000488551 0.0010237 0.000927342 0.000561355 0.00070249 0.000475087 0.000277038 0.000375156 0.00110527 0.00109654 0.00108799 0.0010128 0.00111347 0.000994159 0.00103286 0.00107107
internal_weight=0 554 485 1802 1732 1493 239 433 149 279 322 122 200 111 120 1214 1144 1085 275 810 215 163 107
internal_count=2356 554 485 1802 1732 1493 239 433 149 279 322 122 200 111 120 1214 1144 1085 275 810 215 163 107
is_linear=0
shrinkage=0.0032998


Tree=8005
num_leaves=31
num_cat=0
split_feature=1 12 1 12 48 12 15 51 15 1 0 12 124 1 16 133 1 0 16 52 43 51 156 43 1 16 133 12 12 0
split_gain=14.5846 2.53854 1.53546 0.786579 0.754775 0.61542 0.58274 0.565348 0.417989 0.41667 0.441344 0.28407 0.277056 0.2056 0.132855 0.21067 0.128594 0.114653 0.114406 0.107026 0.12281 0.0957671 0.0906854 0.0916691 0.0886523 0.0695848 0.0479764 0.0183523 0.017499 0.00643817
threshold=0.10124500000000002 0.085465000000000013 0.12475000000000001 -0.029844999999999997 0.085700000000000012 0.095165000000000013 0.029300000000000003 0.077225000000000016 -0.077559999999999976 0.084525000000000003 -0.098179999999999976 0.11930500000000001 -0.0037749999999999993 0.13604000000000002 0.014185000000000001 0.086965000000000015 0.11189500000000001 -0.082954999999999987 -0.019164999999999998 0.074235000000000009 -0.040789999999999993 -0.0084899999999999993 0.087045000000000011 -0.00076499999999999995 0.090740000000000015 -0.074254999999999988 -0.072364999999999985 0.096780000000000019 0.088835000000000011 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 -1 13 6 9 17 -3 14 -11 19 -6 16 22 -16 -2 18 28 20 29 -12 23 -5 26 -21 -19 -10 -8 -7
right_child=1 2 -4 5 12 11 7 -9 27 10 21 -13 -14 -15 15 -17 -18 24 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072466351245325557 0.00011017708824938497 0.00063869212774368765 0.00022224429567758538 0.0010911953308606005 0.00028176804186119718 0.00094876494047038066 0.001114104987869888 0.0014414495226392344 0.0010492359559855437 0.00062298947774594232 0.00089277420823623776 0.00069488679209510687 0.00059428410782999758 1.9778549207610504e-05 0.00080598106961740472 0.0010879678215576 0.00030126829270904259 0.0011870468757115471 0.0013063661169331947 0.0011297055644700204 0.00080952910326370317 0.001082776340421614 0.00099365204576531215 0.0012511623077853023 0.00093961550389735286 0.00096494145907356668 0.0010669085385197443 0.00094778183510020706 0.0011943734958613217 0.0010216697979643873
leaf_weight=89 66 54 52 221 53 53 201 65 52 55 67 52 76 83 54 66 94 54 52 55 80 57 85 52 53 69 180 53 53 52
leaf_count=89 66 54 52 221 53 53 201 65 52 55 67 52 76 83 54 66 94 54 52 55 80 57 85 52 53 69 180 53 53 52
internal_value=0 0.000426162 0.000715377 0.00102825 0.000262023 0.00104435 0.00107764 0.00114744 0.000876431 0.00100769 0.000870777 0.000922988 0.000466159 0.00015351 0.00105888 0.000961367 0.000222663 0.00111516 0.00116091 0.00096126 0.000909428 0.000980398 0.00109147 0.00112179 0.00106625 0.00103831 0.00109478 0.000998361 0.00113099 0.000985206
internal_weight=0 583 211 1765 372 1676 1315 658 159 657 179 361 129 243 478 120 160 593 306 309 185 124 358 273 287 124 234 105 254 105
internal_count=2348 583 211 1765 372 1676 1315 658 159 657 179 361 129 243 478 120 160 593 306 309 185 124 358 273 287 124 234 105 254 105
is_linear=0
shrinkage=0.0032998


Tree=8006
num_leaves=16
num_cat=0
split_feature=51 51 13 15 0 16 14 13 11 1452 52 16 1 13 52
split_gain=0.165908 0.138264 0.135461 0.127875 0.0995167 0.0984068 0.0985696 0.0640444 0.144026 0.0894436 0.071433 0.0711205 0.115048 0.0565942 0.0328608
threshold=0.10446500000000002 0.16362000000000002 -1.0000000180025095e-35 -0.37478999999999996 -0.22607999999999998 -0.48950499999999991 -1.0000000180025095e-35 0.055020000000000006 0.078065000000000009 0.088145000000000015 -0.14715499999999998 0.41593000000000008 0.10574000000000001 0.096675000000000011 0.024560000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -7 8 9 11 -9 12 -6 -12 -15
right_child=1 -3 -4 4 7 6 -8 10 -10 -11 13 -13 -14 14 -16
leaf_value=0.0058464819592904472 0.0078502669121474633 0.002149419628309474 0.01799155174686139 -0.0012327192612354733 0.0051332080538359724 0.002148924404458259 -0.0080504609682285812 0.006636670712066443 0.014159169798268345 0.012026412570319962 -0.0037936637168757923 0.009843131844207367 0.00014160364378515026 0 0.0056510368642248747
leaf_weight=52 94 56 63 74 1318 52 55 82 52 52 56 79 146 61 56
leaf_count=52 94 56 63 74 1318 52 55 82 52 52 56 79 146 61 56
internal_value=0 0.00936786 0.0119311 0.00443315 0.00480263 -0.000147302 -0.00307696 0.00503839 0.00542361 0.00513769 0.00254327 0.00490437 0.00463664 0.000592667 0.00270746
internal_weight=0 213 157 2135 1976 159 107 1902 1647 1595 255 1543 1464 173 117
internal_count=2348 213 157 2135 1976 159 107 1902 1647 1595 255 1543 1464 173 117
is_linear=0
shrinkage=0.16829


Tree=8007
num_leaves=13
num_cat=0
split_feature=31 51 51 1 0 402 403 402 1213 51 1454 15
split_gain=0.146958 0.122183 0.102869 0.0795454 0.0640853 0.0681355 0.156229 0.0828939 0.0685751 0.060958 0.0551439 0.036352
threshold=-0.019269999999999999 0.10446500000000002 0.14820500000000003 0.081540000000000015 -0.22607999999999998 -0.095989999999999978 -0.10098499999999998 -0.081494999999999984 0.087735000000000021 -0.40771999999999992 0.081220000000000014 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 -7 9 -9 -11 -10
right_child=1 2 -4 -5 5 7 -8 8 11 10 -12 -13
leaf_value=-0.0040083312021974545 -0.00073085179466367734 0.0062570776682515962 0.0031242601715213677 0.014628862842545906 0.0050087575055359559 0.010864732092167585 -0.0065912840626751387 0.0094862798762779896 -0.0031183668531302782 0.0044184658873035326 -0.00029077853672372867 0.0031146585135718736
leaf_weight=62 81 58 74 75 84 54 54 65 53 1562 73 53
leaf_count=62 81 58 74 75 84 54 54 65 53 1562 73 53
internal_value=0 0.00428075 0.00818775 0.0109915 0.00389088 0.00407914 0.000456592 0.00434695 0.00415107 0.00441001 0.00420711 0
internal_weight=0 2286 207 133 2079 1998 138 1860 1806 1700 1635 106
internal_count=2348 2286 207 133 2079 1998 138 1860 1806 1700 1635 106
is_linear=0
shrinkage=0.16829


Tree=8008
num_leaves=13
num_cat=0
split_feature=1444 31 49 13 3 43 13 1455 12 399 0 43
split_gain=0.116955 0.0962711 0.083523 0.0688362 0.160622 0.126288 0.192232 0.0903503 0.0972731 0.0867119 0.0406566 0.0150041
threshold=-0.079374999999999987 -0.019269999999999999 0.15638000000000005 0.056910000000000009 -0.14906999999999998 -0.23596999999999999 0.10809000000000001 0.10423 -0.10853999999999998 0.091255000000000017 -0.064304999999999987 -0.46848499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 11 10 8 -6 -10 -7 -5
right_child=1 2 -4 5 7 6 -8 -9 9 -11 -12 -13
leaf_value=0.011060201611533977 -0.0033337703203277251 0.012037181307758785 -0.002749896924908039 0.0036865815693590512 0.010275288722748889 -0.00083404100068571157 -0.0098565226543121665 0.010560719882634082 0.0029714735124784304 0.009904364940320624 0.0049734914918097917 0.0075598008161477555
leaf_weight=55 62 67 61 63 57 71 55 52 1631 53 65 56
leaf_count=55 62 67 61 63 57 71 55 52 1631 53 65 56
internal_value=0 0.00319287 0.00337505 0.00354806 0.00393545 0.00121792 -0.00145575 0.0036317 0.00342372 0.00319074 0.00192841 0.00552437
internal_weight=0 2293 2231 2170 1860 310 191 1793 1741 1684 136 119
internal_count=2348 2293 2231 2170 1860 310 191 1793 1741 1684 136 119
is_linear=0
shrinkage=0.16829


Tree=8009
num_leaves=14
num_cat=0
split_feature=15 51 15 15 484 1 151 131 51 12 3 0 51
split_gain=0.0922019 0.116809 0.0911088 0.0838053 0.070991 0.0652409 0.0916811 0.0983112 0.0977116 0.0642559 0.0759197 0.0835361 0.0470898
threshold=0.14854500000000001 0.10446500000000002 -0.036064999999999993 0.11614000000000001 0.11492000000000001 0.092415000000000011 -0.086944999999999981 0.091760000000000022 -0.087539999999999993 -0.007389999999999999 0.086245000000000016 -0.12608499999999997 0.13095500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 5 9 -7 8 -8 -1 11 -11 -3
right_child=-2 2 -4 -5 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=0.0079191188552428932 -0.0039229190021874494 0.0079434830382296151 0.012742934782842129 0.007857644596671199 0.0083099952056687378 -0.005061548325379233 -0.0045144565698996934 0.0073286533845327607 0.0017773482018553974 0.008328179262575168 -0.0033938493512752316 0.002520493303355483 0.0017164579049550517
leaf_weight=68 56 65 55 83 56 68 86 71 372 75 57 1161 75
leaf_count=68 56 65 55 83 56 68 86 71 372 75 57 1161 75
internal_value=0 0.00297525 0.00692059 0.00260752 0.00239026 0.00222004 0.000749217 0.00149956 0.000591995 0.00286389 0.00259664 0.00287436 0.00462041
internal_weight=0 2292 195 2097 2014 1958 597 529 458 1361 1293 1236 140
internal_count=2348 2292 195 2097 2014 1958 597 529 458 1361 1293 1236 140
is_linear=0
shrinkage=0.16829


Tree=8010
num_leaves=20
num_cat=0
split_feature=4 16 16 50 48 42 4 158 16 4 4 3 159 1 3 16 1 4 3
split_gain=0.129815 0.15761 0.150793 0.0923524 0.081234 0.0827744 0.0711537 0.068587 0.0588632 0.0760749 0.120886 0.116678 0.0812743 0.0814898 0.0828603 0.0700384 0.0625456 0.0509797 0.0458236
threshold=0.043850000000000007 -0.11118499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094535000000000022 0.08870500000000002 0.014585000000000002 0.080150000000000013 0.31615500000000002 -0.099704999999999974 -0.17689999999999997 0.092330000000000009 0.042925000000000005 0.104035 -0.058704999999999993 -0.011859999999999997 0.081540000000000015 0.40945500000000007 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 7 8 17 9 10 16 12 13 14 -11 -14 -1 -2 -10
right_child=1 2 3 -5 -6 -7 -8 -9 18 11 -12 -13 15 -15 -16 -17 -18 -19 -20
leaf_value=-0.0018871870890719716 0.0037034206153673216 -0.010939050161731342 -0.0058574130173578327 0.0027866605743773923 -0.0043348876000303292 -0.0012432129419335111 0.00827030588300578 0.00047536210589740798 0.00178798270107166 0.0021060460420575665 -0.0062586834842570894 -0.00528375530606842 0.01142605918921036 -0.0042742676791088629 0.0074645232541888278 0.0036384484553727984 0.0057062239328436693 0.010405077965504753 0.0082507586230562788
leaf_weight=57 68 65 64 77 55 101 57 73 53 1050 79 54 52 52 89 91 66 63 78
leaf_count=57 68 65 64 77 55 101 57 73 53 1050 79 54 52 52 89 91 66 63 78
internal_value=0 -0.000514969 -0.00422981 -0.00112415 0.00160575 0.00268291 0.00240893 0.00463553 0.00221376 0.00192954 -0.00111582 0.00237403 0.00268536 0.0022279 0.00252633 0.00648287 0.00217272 0.00694007 0.00564976
internal_weight=0 566 206 141 360 305 1778 204 1721 1590 202 1388 1334 1191 1139 143 123 131 131
internal_count=2344 566 206 141 360 305 1778 204 1721 1590 202 1388 1334 1191 1139 143 123 131 131
is_linear=0
shrinkage=0.16829


Tree=8011
num_leaves=20
num_cat=0
split_feature=1 52 52 0 11 13 1 52 1 4 52 1 43 0 0 4 4 0 4
split_gain=4.62396 1.32234 0.708304 0.440196 0.355465 0.359814 0.292343 0.205696 0.184844 0.181543 0.246701 0.141266 0.138933 0.118644 0.114321 0.111153 0.0713832 0.0809768 0.0474691
threshold=0.10124500000000002 -0.41304999999999997 0.17829500000000004 0.12411500000000002 1.0000000180025095e-35 -0.10099999999999999 0.12072500000000001 -0.062629999999999977 0.10647000000000001 0.014585000000000002 -0.040589999999999994 0.14109500000000003 0.015110000000000002 -0.10490499999999998 -0.092734999999999984 0.098655000000000007 -0.07878499999999998 -0.073674999999999977 0.20353000000000002
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 6 4 5 -1 8 -8 -3 12 -11 -9 13 -7 -15 -12 -14 -18 -10
right_child=1 2 -4 -5 -6 9 7 11 18 10 15 -13 16 14 -16 -17 17 -19 -20
leaf_value=0.00046223553872642672 0.00080635493306116339 0.00020736895676630541 0.00067141479354297846 0.0004358898795768338 0.00094425246734407351 0.00061819704815723928 1.5039782569288146e-05 0.00016904591368956831 0.00047633199562845168 0.00045855606860869652 0.00080164145196834867 0.00037026672894719938 0.00056497053160782778 0.00090689885544575574 0.00076318092995060276 0.00062969503950299657 0.00078372222091066502 0.00061311076027542285 0.00036419417951574648
leaf_weight=55 72 62 58 55 87 60 53 92 84 57 81 66 57 67 1028 90 73 57 90
leaf_count=55 72 62 58 55 87 60 53 92 84 57 81 66 57 67 1028 90 73 57 90
internal_value=0 0.000387659 0.000327894 0.000728038 0.000737404 0.000726307 0.000283242 0.000193637 0.000363206 0.000735536 0.000648306 0.000253323 0.00075033 0.000764047 0.000772007 0.000711349 0.000665416 0.000709187 0.000418532
internal_weight=0 577 505 1767 1712 1625 447 211 236 1570 228 158 1342 1155 1095 171 187 130 174
internal_count=2344 577 505 1767 1712 1625 447 211 236 1570 228 158 1342 1155 1095 171 187 130 174
is_linear=0
shrinkage=0.0032998


Tree=8012
num_leaves=22
num_cat=0
split_feature=1 2 2 12 2 2 12 14 12 475 49 2 43 2 49 12 49 12 48 42 52
split_gain=7.0758 1.14173 0.767038 0.723588 0.519888 0.39583 0.270954 0.236841 0.226025 0.152161 0.118147 0.170756 0.169605 0.1144 0.17186 0.262147 0.0933386 0.0919802 0.0766848 0.0474254 0.0426119
threshold=0.109225 0.14461000000000004 0.099325000000000011 0.085090000000000013 -0.0091949999999999983 -1.0000000180025095e-35 0.10337000000000002 0.062655000000000016 -1.0000000180025095e-35 -0.087429999999999994 0.082565000000000013 0.089775000000000008 0.019675000000000002 0.11736500000000001 -1.0000000180025095e-35 0.095165000000000013 0.092470000000000011 0.088395000000000015 0.085775000000000004 0.083725000000000008 -1.0000000180025095e-35
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=2 3 4 5 -1 -2 -5 9 -4 -6 11 12 -11 14 -10 -16 -12 -13 -7 -18 -17
right_child=1 -3 8 6 7 18 -8 -9 13 10 16 17 -14 -15 15 20 19 -19 -20 -21 -22
leaf_value=0.00051904867059647151 0.00010142252767600329 -2.7107875749072324e-06 0.00050902373650810585 0.0008076242472262403 0.00066023705321665443 0.00033951755076385375 0.00046980291922054377 0.0010477396591275609 0.00057681928538043338 0.00087358044919915139 0.00099909225282535075 0.00066503435954087245 0.00072986459899714333 0.00060513701898901864 0.00091045242271914036 0.00060672683904997114 0.00079541296159894306 0.00079961453960506932 0.00049582174871121685 0.00092786807106260175 0.00073658373252169073
leaf_weight=55 70 91 73 53 52 86 52 63 55 716 92 84 106 87 102 52 70 190 60 62 73
leaf_count=55 70 91 73 53 52 86 52 63 55 716 92 84 106 87 102 52 70 190 60 62 73
internal_value=0 0.000323156 0.000799635 0.000415645 0.000835548 0.000306101 0.000640658 0.000847654 0.000678492 0.000838441 0.000845434 0.000830971 0.000855091 0.000711923 0.000744742 0.000785273 0.000916043 0.000758485 0.000403993 0.000857894 0.000682845
internal_weight=0 412 1932 321 1490 216 105 1435 442 1372 1320 1096 822 369 282 227 224 274 146 132 125
internal_count=2344 412 1932 321 1490 216 105 1435 442 1372 1320 1096 822 369 282 227 224 274 146 132 125
is_linear=0
shrinkage=0.0032998


Tree=8013
num_leaves=16
num_cat=0
split_feature=4 123 48 49 43 11 49 0 0 0 4 403 4 52 484
split_gain=9.89199 2.60426 0.691348 0.534232 0.539145 0.414488 0.320906 0.260438 0.220323 0.174502 0.169051 0.15792 0.150524 0.13882 0.0966577
threshold=0.30163500000000004 0.081180000000000016 0.11280000000000003 0.12552000000000005 -0.00027999999999999998 1.0000000180025095e-35 -0.016709999999999999 -0.10803999999999998 -0.068669999999999995 -0.041074999999999993 0.51400500000000016 0.028520000000000004 0.0015850000000000003 0.41348500000000005 -0.051889999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 -6 -2 -3 12 -9 -8 13 -1 -14
right_child=7 8 -4 -5 5 -7 11 10 -10 -11 -12 -13 14 -15 -16
leaf_value=0.00095170845333594463 0.00026912037505880619 0.0004812919921276924 0.00047579342572887594 0.00054664130054553892 0.00057783023142101537 0.001016449365945093 0.00076295422938831362 0.00013166027783002439 0.00020108580463690535 0.00072278033501156256 -9.376408270826277e-05 0.00091376523775223454 0.00096044598575899221 0.00080667131436703947 0.00079753498448810239
leaf_weight=879 97 74 52 57 89 80 356 102 53 52 56 100 57 82 158
leaf_count=879 97 74 52 57 89 80 356 102 53 52 56 100 57 82 158
internal_value=0 0.000823057 0.000852713 0.000862956 0.000872667 0.000793339 0.000760524 0.000134444 0.000364633 0.000913013 5.15401e-05 0.000796104 0.000921395 0.000939369 0.000840889
internal_weight=0 2089 1962 1910 1853 625 545 255 127 1228 158 456 1176 961 215
internal_count=2344 2089 1962 1910 1853 625 545 255 127 1228 158 456 1176 961 215
is_linear=0
shrinkage=0.0032998


Tree=8014
num_leaves=16
num_cat=0
split_feature=4 52 1 12 4 51 15 1419 11 4 1429 12 399 402 52
split_gain=0.149066 0.243535 0.133314 0.144272 0.167188 0.114164 0.0992774 0.0675472 0.0786646 0.0673873 0.075192 0.0668768 0.0536376 0.0484846 0.0281022
threshold=0.043850000000000007 -0.084674999999999986 0.10932500000000002 0.095815000000000011 0.098655000000000007 -0.17169499999999996 -0.097499999999999989 0.086505000000000012 0.082485000000000017 -0.47860499999999995 0.084770000000000012 -0.042789999999999988 0.089300000000000004 -0.020594999999999999 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1 11 8 9 -7 12 -4 13 -11 -6
right_child=1 2 6 -5 14 7 -8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.010588653173441775 -0.0078032371033134335 0.014818917055198689 -0.0017721199571770637 -0.0028910396755695896 0.0016429836471919441 0.0088327038451340122 -0.0068039972799584106 0.0088378509721934242 -0.0027411717457667302 0.0057354699527122424 -0.0016850740141665184 0.0045966297074577171 0.0084218182724855317 0.0029509701576074291 0.0066427451797695346
leaf_weight=68 82 56 99 52 75 66 57 66 58 211 80 88 63 1166 57
leaf_count=68 82 56 99 52 75 66 57 66 58 211 80 88 63 1166 57
internal_value=0 0.000673073 0.00211285 0.00492993 0.00710273 0.00381298 -0.000650673 0.00354248 0.0033288 0.00355191 0.00332143 0.00121533 0.00360082 0.00337895 0.00381558
internal_weight=0 566 484 240 188 1778 244 1710 1644 1586 1520 187 1440 1377 132
internal_count=2344 566 484 240 188 1778 244 1710 1644 1586 1520 187 1440 1377 132
is_linear=0
shrinkage=0.16829


Tree=8015
num_leaves=17
num_cat=0
split_feature=4 3 39 3 4 49 13 43 16 16 3 49 403 157 150 474
split_gain=6.57139 2.96556 2.07472 0.801076 0.569808 0.500312 0.436296 0.400135 0.247795 0.244967 0.187122 0.182902 0.224659 0.14253 0.135254 0.0817438
threshold=0.30163500000000004 0.25468500000000005 0.081875000000000017 0.13772500000000001 -0.50547999999999982 0.11580500000000001 -0.014114999999999997 -0.072864999999999985 -0.072534999999999988 -0.44010499999999991 -0.076254999999999989 -0.0096099999999999988 -0.098684999999999981 -0.082934999999999995 0.081245000000000026 0.085630000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 8 -4 -2 11 -9 -7 -6 -13 15 -15 -10
right_child=3 -3 6 -5 5 10 -8 9 13 -11 -12 12 -14 14 -16 -17
leaf_value=0.0013669773427973132 0.00037837862494747324 0.00025938287699618331 0.00090912419386976733 0.00014291951706032062 0.00096701041092136424 0.00099840046877447495 0.0005591012949592673 0.00085176346627689184 0.0012165300030703308 0.00053887590082965281 0.00072801235136081316 0.001035105526607807 0.0011743880543404642 0.0010419763563425232 0.00087980601676206874 0.0010414292441399582
leaf_weight=74 71 53 64 64 74 55 101 56 81 55 60 169 568 717 64 52
leaf_count=74 71 53 64 64 74 55 101 56 81 55 60 169 568 717 64 52
internal_value=0 0.00103106 0.00105071 0.000461197 0.00108135 0.00106985 0.000695081 0.000572925 0.00108397 0.000697046 0.000857635 0.00112653 0.0011425 0.00104617 0.00102873 0.00114833
internal_weight=0 2132 2079 246 1914 1840 165 182 1725 111 115 811 737 914 781 133
internal_count=2378 2132 2079 246 1914 1840 165 182 1725 111 115 811 737 914 781 133
is_linear=0
shrinkage=0.0032998


Tree=8016
num_leaves=13
num_cat=0
split_feature=2 1456 49 3 14 3 1210 12 3 403 12 484
split_gain=0.219528 0.101373 0.138756 0.0983932 0.0947319 0.0976431 0.102147 0.105354 0.0720537 0.0662721 0.0575579 0.0286212
threshold=0.13388500000000003 0.087065000000000017 -0.15378499999999998 0.11745500000000002 0.076175000000000007 0.097710000000000005 -0.080364999999999978 0.083885000000000015 0.149315 -0.087694999999999981 0.10508500000000001 -0.083949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 -8 10 -4 -2 -3
right_child=8 11 3 -5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.012631649219102089 0.0037492037422068606 -0.003919783373564808 0.013201993793483677 -0.0014849736706270596 0.010823324685143304 0.011149141718977544 0.0010526336155976574 0.0042052659108561949 -0.0064064674474037736 0.0046332779326445353 -0.0035576881054288582 0.0015271275862743404
leaf_weight=54 67 52 52 89 60 53 390 1328 68 52 56 57
leaf_count=54 67 52 52 89 60 53 390 1328 68 52 56 57
internal_value=0 0.00393462 0.0041972 0.00397129 0.00422317 0.00401101 0.00380238 0.00349064 -0.00200876 0.00893491 0.000407882 -0.00105492
internal_weight=0 2187 2078 2024 1935 1875 1822 1718 191 104 123 109
internal_count=2378 2187 2078 2024 1935 1875 1822 1718 191 104 123 109
is_linear=0
shrinkage=0.16829


Tree=8017
num_leaves=16
num_cat=0
split_feature=1 2 4 12 3 11 2 15 4 11 1 3 2 1 4
split_gain=9.70971 1.10835 1.0917 0.783672 0.732145 0.569385 0.639472 0.359813 0.318125 0.256848 0.253811 0.195137 0.183436 0.197214 0.148369
threshold=0.11663000000000003 0.16730000000000003 0.27161500000000005 -0.088294999999999985 0.31299000000000005 1.0000000180025095e-35 0.113165 -0.032264999999999995 0.42953500000000006 0.085630000000000026 0.10322500000000003 -0.048154999999999996 0.087610000000000007 0.081540000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 8 6 10 -8 11 -7 12 -2 14 -14 -5
right_child=1 -3 -4 5 -6 9 7 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.00077400270453093563 0.00088037035042755622 4.8868330156407596e-06 0.00073442298626023622 0.0011332949147092703 0.00018075881480924408 0.0014850826063811601 0.0010392963975119278 0.00071021630892371089 0.00045892533581058263 0.0011822189678628028 0.00093202299362022431 0.00060918872201116601 0.0010950048911794958 0.00091516876376613243 0.0012782762894803035
leaf_weight=84 53 53 101 714 52 56 74 73 80 72 90 67 641 77 91
leaf_count=84 53 53 101 714 52 56 74 73 80 72 90 67 641 77 91
internal_value=0 0.000439307 0.0010701 0.00108728 0.000530534 0.0011012 0.00108563 0.000876115 0.000621299 0.001315 0.0011047 0.000729254 0.00111488 0.00107577 0.00114973
internal_weight=0 305 2073 1972 252 1888 1760 147 200 128 1613 120 1523 718 805
internal_count=2378 305 2073 1972 252 1888 1760 147 200 128 1613 120 1523 718 805
is_linear=0
shrinkage=0.0032998


Tree=8018
num_leaves=17
num_cat=0
split_feature=3 151 3 1 15 1 1212 13 50 15 15 43 13 1 13 3
split_gain=0.168642 0.100541 0.088722 0.119036 0.103899 0.0971374 0.0897867 0.114265 0.0951825 0.0959498 0.0946993 0.075351 0.0726836 0.0686618 0.0569548 0.0226573
threshold=0.31534000000000006 -0.23765499999999998 -0.13088999999999998 0.13891000000000003 0.029300000000000003 0.10732500000000002 0.082415000000000016 -0.082404999999999992 0.10672000000000002 -0.012074999999999997 -0.012299999999999997 0.057265000000000003 -0.0058249999999999994 0.092860000000000012 -0.092489999999999989 -0.072024999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 13 8 -8 10 15 14 -12 -9 -3 -4 -10
right_child=-2 2 3 -5 -6 -7 7 12 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.010776600540122139 -0.0040427521316512196 0.0061444808068728957 0.0073943763437267114 -0.0042805762159078761 0.012492848800594356 0.010075938862478647 -0.0043283198413973803 0.0064209351517409939 0.005184701876861114 -0.0043467976263801529 0.0064664083520658893 0.0015664222814190814 -0.00073252204758407621 -0.0021976516603597436 0.0025959986142707696 0.00060958215530601317
leaf_weight=59 78 52 79 56 66 60 87 90 76 72 655 104 72 60 659 53
leaf_count=59 78 52 79 56 66 60 87 90 76 72 655 104 72 60 659 53
internal_value=0 0.00390309 0.00372133 0.00335455 0.00680057 0.00460587 0.00357507 0.000582271 0.00401289 0.000564059 0.00447476 0.00579737 0.00323053 0.00165944 0.00311208 0.00331893
internal_weight=0 2300 2241 2003 238 172 1947 249 1698 201 1497 759 162 112 738 129
internal_count=2378 2300 2241 2003 238 172 1947 249 1698 201 1497 759 162 112 738 129
is_linear=0
shrinkage=0.16829


Tree=8019
num_leaves=19
num_cat=0
split_feature=4 2 2 1453 3 1212 16 15 1 2 3 2 51 3 3 4 133 1213
split_gain=0.162937 0.183334 0.102656 0.138736 0.138493 0.0989318 0.0941646 0.0986975 0.0914209 0.207658 0.169255 0.0847065 0.0815398 0.0687087 0.199986 0.0985355 0.0583397 0.0540828
threshold=-0.49269499999999994 0.17000000000000001 0.087610000000000007 -0.013154999999999998 -0.12077499999999998 0.083355000000000026 0.041625000000000002 -0.045404999999999994 0.10254500000000001 -1.0000000180025095e-35 -0.071329999999999991 0.106285 -0.091614999999999988 0.13772500000000001 0.09722500000000002 -0.082869999999999985 0.08955500000000001 0.094645000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 -5 6 13 16 10 -10 17 -9 -1 14 15 -4 -8 -6
right_child=1 -3 5 4 8 -7 7 11 9 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0038218626660048772 -0.004224296495959564 -0.0068068361429741153 0.0096003325752024877 0.011717070674474656 0.0043875921726819356 -0.0034186514185164728 0.0052308566657397609 -0.00010748061820507666 -0.0063443227588736596 0.0056099019840785231 0.012107619189747464 -0.0088020810297093615 0.012387161498521523 -0.0016884788676850969 0.013838711401296326 0.0023136307477938994 -0.0013081108947954828 -0.0012379308035433785
leaf_weight=55 53 56 58 72 616 93 94 78 72 96 81 54 76 71 52 584 65 52
leaf_count=55 53 56 58 72 616 93 94 78 72 96 81 54 76 71 52 584 65 52
internal_value=0 0.00269185 0.00293544 0.00414645 0.00459685 0.00183565 0.00230009 -0.000270856 0.00403584 0.000475969 0.00483191 -0.00367797 0.00880476 0.0032804 0.00379133 0.00297473 0.00254639 0.00394699
internal_weight=0 2247 2191 1042 989 1149 1056 291 917 168 749 132 131 765 694 642 159 668
internal_count=2378 2247 2191 1042 989 1149 1056 291 917 168 749 132 131 765 694 642 159 668
is_linear=0
shrinkage=0.16829


Tree=8020
num_leaves=19
num_cat=0
split_feature=133 0 11 133 0 151 42 0 43 0 403 49 49 52 0 133 52 43
split_gain=0.173954 0.155976 0.131326 0.0972755 0.0950029 0.0795621 0.0580159 0.0810967 0.0902063 0.07428 0.068077 0.0410334 0.0315689 0.0421963 0.0950977 0.0315298 0.041276 0.0164995
threshold=-0.088234999999999994 -0.10653 0.092630000000000018 -0.13668499999999997 -0.095869999999999983 -0.0083949999999999979 0.10882000000000001 0.12445000000000002 0.0066850000000000008 -0.087614999999999985 -1.0000000180025095e-35 -0.053439999999999994 -0.020999999999999994 0.022635000000000006 -0.14803999999999998 -0.24166499999999999 0.078180000000000013 -0.0059699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 15 -3 11 7 8 9 -6 -8 -2 -7 14 -14 16 -1 -17
right_child=1 2 -4 -5 6 12 10 -9 -10 -11 -12 -13 13 -15 -16 17 -18 -19
leaf_value=0.0037313911489316952 0.0058228441721612859 0.0089251890854275262 -0.0055987400087204849 0.011813986951564017 0.00010401839038513369 -0.0062842444793835299 0.0030763823886945101 0.0095369359669136775 -0.0031952765272072877 0.0037036444454680464 -0.0036001312056356369 -0.00032480122876535317 0.0052124932167317032 -0.0054751554622893515 -0.004867781028595624 0.0047930482094800022 0.0093551002591340266 0.00070323011872049969
leaf_weight=83 52 73 52 69 194 63 88 53 67 1029 85 74 53 58 53 52 69 63
leaf_count=83 52 73 52 69 194 63 88 53 67 1029 85 74 53 58 53 52 69 63
internal_value=0 0.0020208 0.00271147 0.00616399 0.00298455 -0.00118482 0.0026973 0.00307104 0.00280399 0.00313412 -0.000193601 0.00219806 -0.00307046 -0.00182493 0.000155407 0.00469715 0.00629608 0.00256816
internal_weight=0 1994 1641 336 1589 353 1516 1343 1290 1223 173 126 227 164 106 267 152 115
internal_count=2330 1994 1641 336 1589 353 1516 1343 1290 1223 173 126 227 164 106 267 152 115
is_linear=0
shrinkage=0.16829


Tree=8021
num_leaves=29
num_cat=0
split_feature=1 52 15 3 3 4 15 15 3 4 3 3 3 124 15 133 3 3 133 15 4 4 457 15 133 15 3 15
split_gain=5.19318 1.0922 0.583139 0.569767 0.474161 0.355399 0.261467 0.247711 0.238069 0.222503 0.15695 0.154813 0.126361 0.124462 0.105987 0.138837 0.0855974 0.0814321 0.0796247 0.0729329 0.0706554 0.0625291 0.0478748 0.0474297 0.0385302 0.0383664 0.0345965 0.0233228
threshold=0.10141500000000002 -0.41304999999999997 0.03981500000000001 -0.12077499999999998 -0.031844999999999991 0.30163500000000004 0.11876000000000002 -0.019239999999999997 0.077930000000000013 0.014585000000000002 0.08734500000000002 -0.092019999999999977 0.14363500000000004 -0.08231999999999999 -0.091149999999999995 0.090085000000000012 -0.029309999999999996 -0.087319999999999995 0.11370000000000001 0.088060000000000013 -0.085474999999999982 0.10896500000000002 -0.086894999999999986 -0.09693499999999998 -0.023589999999999996 0.092135000000000009 -0.080634999999999984 0.089050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 11 8 13 10 16 19 -10 -6 21 -16 22 20 24 -4 -13 -11 -5 -24 27 -26 -20 -19
right_child=1 4 6 9 7 -7 -8 -9 12 14 -12 17 -14 -15 15 -17 -18 18 26 -21 -22 -23 23 -25 25 -27 -28 -29
leaf_value=0.00048615913209580072 0.0007905317729593902 0.00063288673862271967 0.0010324496609877784 0.00089000374619231421 0.00033889081752593286 0.00032422478719034954 0.00066914157801776445 8.6763687620546246e-05 0.00055249401638411406 0.00081782381275093238 0.00064253113771489754 0.00085169381511861664 0.0003466210648327502 0.00012640703424529246 0.00048615959079304611 0.00072113395123501957 0.00092120720127070979 0.00090575649936944648 0.00072553168573986221 0.00088087006034202105 0.00068170683574640093 0.00065559095699405513 0.00085972474251848352 0.000764414665235253 0.00097248465178965211 0.00086607134520173031 0.00084148066199975886 0.00081945653548951849
leaf_weight=93 77 101 87 56 57 69 78 54 54 60 70 56 86 65 60 53 71 73 53 66 58 52 77 344 107 71 82 100
leaf_count=93 77 101 87 56 57 69 78 54 54 60 70 56 86 65 60 53 71 73 53 66 58 52 77 344 107 71 82 100
internal_value=0 0.000424997 0.000789079 0.000732329 0.00036701 0.000507814 0.000852957 0.00029115 0.000333141 0.000759445 0.000792106 0.000871951 0.000426281 0.000225971 0.00066958 0.000596681 0.000811148 0.00084758 0.000866756 0.000967293 0.000765518 0.000742816 0.000794692 0.00078193 0.000893785 0.000930237 0.000796221 0.000856076
internal_weight=0 563 1767 936 486 170 831 316 262 843 618 753 140 122 225 113 548 600 486 153 114 112 477 421 351 178 135 173
internal_count=2330 563 1767 936 486 170 831 316 262 843 618 753 140 122 225 113 548 600 486 153 114 112 477 421 351 178 135 173
is_linear=0
shrinkage=0.0032998


Tree=8022
num_leaves=25
num_cat=0
split_feature=3 133 133 3 0 1456 123 11 403 4 12 12 52 131 50 16 4 3 16 0 0 12 52 43
split_gain=0.127534 0.198095 0.160513 0.133828 0.119002 0.114676 0.103744 0.0900779 0.0857898 0.215602 0.0806345 0.0638583 0.0753626 0.0747121 0.0721535 0.107298 0.052032 0.0512354 0.0405302 0.0479719 0.0422148 0.0245964 0.0192907 0.0104679
threshold=-0.107915 -0.0039349999999999993 -0.012289999999999997 -0.23303499999999996 -0.22607999999999998 -0.15024999999999997 0.081180000000000016 0.081005000000000008 -0.074254999999999988 -0.082184999999999994 -0.089089999999999989 0.092495000000000008 0.10160000000000001 0.096160000000000009 0.089915000000000009 -0.038799999999999994 -0.096364999999999992 -0.085044999999999996 -0.083104999999999984 -0.084444999999999978 -0.079524999999999985 0.097360000000000016 0.088005000000000014 -0.0037599999999999995
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 -1 8 -3 -4 -6 11 16 9 -2 -8 14 13 -13 17 -16 -5 -7 19 22 23 -14 -10 -20
right_child=2 3 4 7 5 6 10 -9 18 -11 -12 12 21 -15 15 -17 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=-0.0096431986590401787 0.017646541033598383 0.0072370949963637471 -0.0036724410012758555 0.0047908906518787124 -0.0049723910534289388 0.0030533793363780415 0.0031930261955159418 -0.0069018023129108061 0.0062338958264374373 0.0024221157828303139 -0.0044540201205300473 -0.0010830970768407136 0.0026997388443839245 0.0057302179202937641 -0.0020659412796513914 0.0072621782431906068 -0.0024144448948108356 0.0062321621934552261 -0.0010503651548256063 0.010509910748029582 0.005456210101625128 0.0074919773854799305 0.0022030871722533859 0.0022982047370393773
leaf_weight=55 53 79 88 62 53 219 70 53 91 53 88 227 59 57 102 53 52 433 53 57 99 66 56 52
leaf_count=55 53 79 88 62 53 219 70 53 91 53 88 227 59 57 102 53 52 433 53 57 99 66 56 52
internal_value=0 -0.000508162 0.00319896 0.00152692 0.00232511 0.00269623 0.00299334 -0.00116354 0.0057711 0.0100513 -0.00105472 0.0035208 0.00180027 0.000278038 0.00439056 0.00111208 0.00148849 0.0051672 0.00465469 0.00633978 0.00296079 0.00524441 0.00471057 0.000590864
internal_weight=0 301 2029 246 1515 1427 1374 167 514 106 158 1216 409 284 807 155 114 652 408 204 204 125 147 105
internal_count=2330 301 2029 246 1515 1427 1374 167 514 106 158 1216 409 284 807 155 114 652 408 204 204 125 147 105
is_linear=0
shrinkage=0.16829


Tree=8023
num_leaves=23
num_cat=0
split_feature=1 52 47 124 3 4 0 3 4 15 15 3 12 3 52 3 42 474 12 128 12 1429
split_gain=6.04543 1.67965 0.752312 0.649004 0.44675 0.344789 0.364065 0.253743 0.248851 0.238409 0.23685 0.191429 0.195945 0.184709 0.164588 0.229443 0.167215 0.125274 0.114671 0.0897998 0.084458 0.0495713
threshold=0.10312500000000001 -0.41304999999999997 0.084210000000000021 -0.076779999999999987 -0.036844999999999996 0.053455000000000009 -0.076539999999999983 -0.026769999999999999 0.13072500000000004 -0.090909999999999977 -0.047584999999999995 0.077930000000000013 0.083425000000000013 0.077930000000000013 -0.51296999999999993 -0.116045 0.11819500000000001 0.084410000000000013 0.088005000000000014 0.091340000000000018 0.093840000000000021 0.083810000000000009
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 7 -1 -4 6 11 9 -9 -3 18 12 -5 -10 -8 -16 20 19 -7 -14 -17 -19
right_child=1 2 4 5 -6 10 14 8 13 -11 -12 -13 17 -15 15 16 -18 21 -20 -21 -22 -23
leaf_value=0.00056376957121372811 0.00097964311666266682 0.00031317057671849239 0.00086531848572818132 0.0011138506700679579 0.00046550263064204159 0.00095584085177790993 0.00097912722787360149 0.00013793630318633459 0.0002181941129471422 0.00062124494176272668 0.00057229978781289182 0.00076385471383697424 0.00093765119759901946 0.00046969441872144011 0.00060913090951923428 0.0009506581607422194 0.00067496566472544409 0.0011178167768483445 0.00076095319500398353 0.00080844255748738171 0.0008218606913230266 0.00097812030857096551
leaf_weight=67 65 58 52 81 75 55 70 95 57 53 52 62 770 74 58 103 57 57 92 68 139 70
leaf_count=67 65 58 52 81 75 55 70 95 57 53 52 62 770 74 58 103 57 57 92 68 139 70
internal_value=0 0.000482459 0.000412735 0.00088386 0.000629484 0.000896208 0.000913082 0.000330947 0.000267119 0.000460587 0.000765874 0.000944862 0.000955557 0.000360532 0.000830536 0.000801302 0.000838461 0.000942233 0.00083411 0.000927209 0.000876825 0.0010411
internal_weight=0 529 464 1801 127 1734 1535 337 226 111 199 1108 1046 131 427 357 299 965 147 838 242 127
internal_count=2330 529 464 1801 127 1734 1535 337 226 111 199 1108 1046 131 427 357 299 965 147 838 242 127
is_linear=0
shrinkage=0.0032998


Tree=8024
num_leaves=26
num_cat=0
split_feature=12 4 4 3 147 123 3 12 4 3 12 15 133 3 4 1429 51 52 158 52 133 4 12 4 12
split_gain=8.40738 2.24167 1.54357 1.06927 0.760785 0.873539 0.657138 0.625155 0.430383 0.552563 0.374724 0.352471 0.234404 0.270276 0.221095 0.216298 0.20711 0.123393 0.200526 0.114932 0.094864 0.0515326 0.0498558 0.0462747 0.0188863
threshold=0.077755000000000005 0.36766000000000004 -0.033449999999999987 0.06269000000000001 1.0000000180025095e-35 0.080635000000000012 -0.23303499999999996 0.092495000000000008 0.36766000000000004 0.102425 -0.089089999999999989 -0.097984999999999989 -0.012289999999999997 -0.09132499999999999 0.053010000000000009 0.084855000000000014 0.096085000000000018 0.09086000000000001 0.077000000000000013 -0.15086999999999998 -0.026654999999999995 0.0015850000000000003 0.089150000000000021 -0.072054999999999994 0.10254500000000001
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=2 6 3 -1 5 8 -2 12 9 11 -7 -4 13 -8 15 19 17 18 21 -14 22 -9 -15 -19 -25
right_child=1 -3 4 -5 -6 10 7 16 -10 -11 -12 -13 14 20 -16 -17 -18 23 -20 -21 -22 -23 -24 24 -26
leaf_value=0.00063666126964465367 0.0015425409475670079 0.00050153358820505907 0.0011954358038953183 0.001201530594021329 0.00027758163582453018 0.00064924247402551238 0.0015200142133347686 0.0010790773213816549 0.000576385589235434 0.00058613817069492894 0.00029800524596469116 0.00083849156145055371 0.001323036416339965 0.0012616224139075306 0.001002899062536157 0.0013903331430521967 0.00094271927258725806 0.0012795034045173629 0.0012528464000725148 0.0011705757245855596 0.0013857280849925589 0.00098306961550376519 0.0011420628386983149 0.0011033924694943686 0.0012047421977101789
leaf_weight=58 55 54 54 100 63 60 53 190 77 52 75 71 65 132 64 67 91 53 63 494 53 108 66 59 53
leaf_count=58 55 54 54 100 63 60 53 190 77 52 75 71 65 132 64 67 91 53 63 494 53 108 66 59 53
internal_value=0 0.00116435 0.000713281 0.000994396 0.000614936 0.000669482 0.00118581 0.00117361 0.000783673 0.00087365 0.000454372 0.000992973 0.00122511 0.0013027 0.00119088 0.00121004 0.00109058 0.0011161 0.00108088 0.00118837 0.00125667 0.0010444 0.00122195 0.00119294 0.00115167
internal_weight=0 1720 610 158 452 389 1666 1611 254 177 135 125 994 304 690 626 617 526 361 559 251 298 198 165 112
internal_count=2330 1720 610 158 452 389 1666 1611 254 177 135 125 994 304 690 626 617 526 361 559 251 298 198 165 112
is_linear=0
shrinkage=0.0032998


Tree=8025
num_leaves=28
num_cat=0
split_feature=1 12 2 2 2 2 14 12 16 15 12 1446 12 2 48 402 13 15 13 156 2 12 52 13 50 15 15
split_gain=6.65231 1.37114 0.928785 0.774388 0.400118 0.555021 0.397186 0.59243 0.396294 0.505125 0.359354 0.202639 0.158714 0.146102 0.191777 0.13977 0.132163 0.129644 0.11134 0.11233 0.0935909 0.169977 0.0918621 0.0731182 0.0706408 0.142277 0.0494998
threshold=0.104035 0.085090000000000013 0.099325000000000011 0.11500500000000001 -0.00097499999999999985 0.14234000000000005 0.062655000000000016 0.083370000000000014 -0.00027999999999999998 -0.092459999999999987 0.091680000000000011 0.037915000000000011 -0.029844999999999997 0.10859000000000001 0.085700000000000012 -0.11206999999999999 -0.061199999999999991 0.11736500000000001 -0.087084999999999982 0.087860000000000008 0.11404000000000002 0.095175000000000023 -0.00094999999999999989 -0.089024999999999979 0.089685000000000015 0.079575000000000021 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 16 -2 13 7 8 9 -1 11 18 -4 -6 -15 -12 -3 20 23 -20 21 26 -13 -9 25 -17 -14
right_child=1 3 12 -5 5 -7 -8 10 -10 -11 15 22 17 14 -16 24 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00084278132502128421 0.00010844631219449736 0.00093884876263273099 0.0005408728815864221 0.00034489374361155393 0.00062433087993235081 0.00014417639706930122 0.001163858980141527 0.00095267980066529384 0.00093683656874061117 0.00044679454927316821 0.00097036931054336761 0.00098436740120235442 0.00081394306398813296 0.00030933945531540013 0.00055853359623988705 0.00065965795735715993 0.00071683353534700419 0.00058608410442758535 0.0008864662696446144 0.0010355454495728797 0.00066108633672699792 0.00069924238772995327 0.0011643633420803756 0.0011033022164868996 0.00088945515355384904 0.00083262809771485462 0.00096093473103895267
leaf_weight=64 78 57 52 54 52 79 59 112 65 79 62 69 52 79 60 88 65 52 472 66 69 93 64 58 70 137 60
leaf_count=64 78 57 52 54 52 79 59 112 65 79 62 69 52 79 60 88 65 52 472 66 69 93 64 58 70 137 60
internal_value=0 0.000437487 0.000858995 0.000675019 0.000317255 0.000377447 0.000896717 0.000885482 0.000722114 0.000624266 0.000913816 0.000951328 0.000712708 0.000473746 0.000417159 0.000825351 0.000820851 0.000740009 0.000928751 0.00090482 0.000769092 0.000805274 0.00107125 0.00100428 0.000794753 0.000765134 0.000893003
internal_weight=0 524 1843 176 348 270 1465 1406 208 143 1198 841 378 191 139 357 122 326 708 538 274 205 133 170 295 225 112
internal_count=2367 524 1843 176 348 270 1465 1406 208 143 1198 841 378 191 139 357 122 326 708 538 274 205 133 170 295 225 112
is_linear=0
shrinkage=0.0032998


Tree=8026
num_leaves=20
num_cat=0
split_feature=1 12 2 2 39 39 14 13 48 1446 2 2 52 12 3 13 13 3 2
split_gain=3.76913 1.09417 0.723373 0.375583 0.360883 0.267931 0.216056 0.207758 0.18741 0.162372 0.151761 0.14417 0.125889 0.21422 0.0939557 0.0840545 0.0670176 0.023494 0.0201423
threshold=0.104035 0.085090000000000013 0.11500500000000001 0.10836000000000003 0.081875000000000017 0.087735000000000021 0.062655000000000016 -0.099939999999999987 0.091475000000000015 0.096495000000000011 0.083935000000000023 0.11144000000000001 -0.080064999999999983 -0.013764999999999998 -0.060614999999999995 -0.017484999999999997 -0.017484999999999997 -0.082454999999999987 0.11827500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 17 4 6 12 7 -1 9 10 -9 -7 -2 -14 15 -5 -10 -3 -15
right_child=1 2 -4 14 -6 11 -8 8 16 -11 -12 -13 13 18 -16 -17 -18 -19 -20
leaf_value=0.00061322150120852027 0.00027659690381106662 0.00086374021947420942 0.00035489248602194902 0.00076826836638788716 0.0005701826810009141 0.0003347192376288763 0.00099462368881040241 0.0007534953339365405 0.00075426181664942462 0.0010018599924534117 0.00083436105772158656 0.00010429111573376664 0.00064219414828765907 0.00034024847034389352 0.00053759367363856003 0.0005934585178703441 0.00059863669136467313 0.00076234511589921491 0.00042963497989688296
leaf_weight=65 52 63 54 74 75 64 65 370 72 52 891 56 52 58 66 55 58 59 66
leaf_count=65 52 63 54 74 75 64 65 370 72 52 891 56 52 58 66 55 58 59 66
internal_value=0 0.000461774 0.000674026 0.000779128 0.000795421 0.000354327 0.000806138 0.00079799 0.000806289 0.000818261 0.000810662 0.00022748 0.000420935 0.00046338 0.00064125 0.00069401 0.0006851 0.000814994 0.000388109
internal_weight=0 524 176 1843 1648 348 1573 1508 1443 1313 1261 120 228 176 195 129 130 122 124
internal_count=2367 524 176 1843 1648 348 1573 1508 1443 1313 1261 120 228 176 195 129 130 122 124
is_linear=0
shrinkage=0.0032998


Tree=8027
num_leaves=19
num_cat=0
split_feature=3 13 2 43 2 3 0 124 0 14 0 3 3 48 13 3 43 0
split_gain=2.90727 0.808623 0.73593 0.58118 0.54689 0.363262 0.225295 0.279981 0.165464 0.162035 0.15598 0.142761 0.154742 0.120346 0.0976772 0.185596 0.0906646 0.0883858
threshold=-0.055839999999999994 -0.00038499999999999998 0.11444000000000001 0.13543000000000002 0.10406500000000002 -0.10175499999999998 -0.095419999999999991 -0.081324999999999981 -0.14012999999999998 0.076175000000000007 -0.10891999999999999 -0.15078499999999997 -0.11327499999999999 0.091085000000000013 -0.066659999999999983 -0.081184999999999993 -0.00067499999999999993 -0.071104999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 6 17 -4 8 -8 -2 10 -1 -12 -13 -6 16 -16 -14 -3
right_child=1 4 5 -5 13 -7 7 -9 -10 -11 11 12 14 -15 15 -17 -18 -19
leaf_value=0.00055310440591641648 0.00028455529682906163 0.00076353556432281577 0.00027294134260992477 0.00065581388778583789 0.00032700725904693146 0.00061623945855111058 0.00035471992512888369 8.9064018929765876e-05 0.00052527421192062509 0.00089008558668514208 0.00059350583120052326 0.00090340910921557027 0.00072794563168172323 0.00053356562932711392 0.00071941407801876856 0.00057829154369807266 0.00083027554569081112 0.00059124324839899709
leaf_weight=68 78 99 61 52 77 76 75 103 53 58 98 53 626 53 430 137 118 52
leaf_count=68 78 99 61 52 77 76 75 103 53 58 98 53 626 53 430 137 118 52
internal_value=0 0.000436121 0.000696418 0.000332564 0.000569035 0.000463641 0.000278052 0.000201196 0.000382214 0.000716478 0.000709874 0.000717142 0.000725999 0.000411491 0.0007188 0.000685378 0.000744223 0.000704436
internal_weight=0 642 1725 361 281 137 309 178 131 1588 1530 1462 1364 130 1311 567 744 151
internal_count=2367 642 1725 361 281 137 309 178 131 1588 1530 1462 1364 130 1311 567 744 151
is_linear=0
shrinkage=0.0032998


Tree=8028
num_leaves=20
num_cat=0
split_feature=4 1 16 2 2 50 2 14 3 0 1 3 13 16 51 3 3 0 16
split_gain=8.27151 1.69555 1.0386 0.974247 0.60928 0.541583 0.290207 0.285936 0.254455 0.22936 0.21741 0.123005 0.120614 0.106511 0.101231 0.13025 0.116868 0.0885196 0.0576194
threshold=0.27287000000000006 0.10124500000000002 0.12292000000000002 0.13538500000000001 0.099325000000000011 0.041865000000000006 0.10161500000000002 0.062655000000000016 -0.072579999999999992 -0.10891999999999999 0.12122500000000001 -0.082334999999999978 -0.0034149999999999996 0.0039400000000000008 0.11144500000000002 -0.020014999999999995 -0.11327499999999999 -0.15270499999999995 -0.062394999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 10 7 6 -3 9 13 -1 17 -4 18 -6 15 16 -11 -2 -10
right_child=3 2 11 -5 8 -7 -8 -9 12 14 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00077550881050250935 0.00038242660543941171 0.00058541229694723492 0.0010274102974595657 -4.7706231364505164e-05 0.00098934271365497522 0.00075580139196600822 0.00029403171927653649 0.0011684648295319567 0.00070055105969217199 0.0010933772703884018 0.00024148595833656152 0.00081036230229917573 0.00081013831465362159 0.00080761426297674044 0.00080070054854986298 0.0010921972372960073 0.00093349215517795822 0.00057831899832535324 0.00054206859397926751
leaf_weight=98 52 65 55 84 61 78 89 59 55 55 70 65 62 94 55 69 1097 52 52
leaf_count=98 52 65 55 84 61 78 89 59 55 55 70 65 62 94 55 69 1097 52 52
internal_value=0 0.000869896 0.000660498 0.000243762 0.000911827 0.000531222 0.000417246 0.000941167 0.000781954 0.000931381 0.000384674 0.000910136 0.000692408 0.000879361 0.000943325 0.00094972 0.000941156 0.000480712 0.000623861
internal_weight=0 2109 352 258 1757 232 154 1433 324 1374 174 120 169 155 1276 1221 1152 104 107
internal_count=2367 2109 352 258 1757 232 154 1433 324 1374 174 120 169 155 1276 1221 1152 104 107
is_linear=0
shrinkage=0.0032998


Tree=8029
num_leaves=23
num_cat=0
split_feature=12 475 4 15 3 42 4 475 16 41 3 16 3 4 403 3 15 474 484 160 403 160
split_gain=0.287889 0.149923 0.094202 0.193373 0.126409 0.117086 0.131439 0.0727415 0.154972 0.0824762 0.0751882 0.120621 0.0603769 0.087486 0.0649032 0.0511436 0.0656729 0.0510852 0.0650195 0.0487485 0.0373238 0.00525203
threshold=0.083425000000000013 -0.07409499999999998 0.27161500000000005 -0.41880499999999993 -0.0047649999999999993 0.083385000000000015 -0.071519999999999986 -0.082549999999999998 -0.0087049999999999992 0.077565000000000009 -0.12077499999999998 0.024125000000000004 -0.09224499999999998 -0.031874999999999994 -0.51745999999999992 0.11191000000000002 -0.031659999999999994 0.090215000000000004 0.085815000000000016 0.08431000000000001 -1.0000000180025095e-35 -0.063534999999999994
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 -1 4 21 5 6 -3 8 -2 10 11 -9 13 20 -14 16 -6 18 -16 -8 -12 -4
right_child=7 2 3 -5 15 -7 19 9 -10 -11 12 -13 14 -15 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0049499327824353827 0.0035767663980199632 -0.007210620021346468 0.0039693616242235932 -0.0054608404362241148 0.0068770980864085061 0.0086471476245690553 0.0061934354638167816 0.016819212020538616 0.014236749084666602 0.00023385593500311431 0.0027795743482983267 0.0053447847366604306 0.0024756899880526832 -0.0020004457766742284 0.0077878005449868231 0.0041688865628729454 0.014428561754368132 0.0024479907536674016 0.0022850763332327041 -0.00069601923891109434 0.0090527055563541896 0.0064838925356867092
leaf_weight=65 63 52 53 87 92 57 62 52 102 59 52 53 93 57 946 76 52 63 66 54 58 53
leaf_count=65 63 52 53 87 92 57 62 52 102 59 52 53 93 57 946 76 52 63 66 54 58 53
internal_value=0 0.00273817 0.00352426 0.000408961 0.00487135 0.00205576 -0.000169906 0.00680495 0.0101775 0.00643252 0.00668525 0.0110445 0.00634104 0.00332676 0.00677049 0.00774276 0.00961649 0.00714036 0.0074307 0.00297079 0.00610356 0.00524358
internal_weight=0 703 638 193 445 225 168 1664 165 1499 1440 105 1335 167 1168 220 144 1075 1012 116 110 106
internal_count=2367 703 638 193 445 225 168 1664 165 1499 1440 105 1335 167 1168 220 144 1075 1012 116 110 106
is_linear=0
shrinkage=0.16829


Tree=8030
num_leaves=18
num_cat=0
split_feature=4 40 2 3 3 4 14 124 13 42 2 16 2 2 156 475 42
split_gain=6.01407 2.47223 0.880163 0.351907 0.346353 0.533782 0.337854 0.287299 0.27795 0.243998 0.230149 0.154484 0.136903 0.125941 0.114291 0.103341 0.0877942
threshold=0.30163500000000004 -0.026419999999999996 0.13290500000000002 0.13772500000000001 0.09037000000000002 -0.06512999999999998 0.076175000000000007 -0.079269999999999993 -0.065674999999999983 1.0000000180025095e-35 0.13538500000000001 -0.040964999999999994 0.10472500000000001 0.11342000000000001 1.0000000180025095e-35 -0.082759999999999986 0.08648500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 10 6 -6 8 -1 14 12 13 -11 -10 -2 16 -16 -3
right_child=3 2 -4 -5 5 -7 -8 -9 9 11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.00041309152385421552 0.00045008824108229472 0.0011056979321672016 0.00061334482034916505 0.00017482041611166429 0.0010520517827065606 0.00063175911124105453 0.0012405224325393836 0.00068713268532387384 0.0009938107343864975 0.00090588683491156692 0.00028085613287934919 0.00067654063787394366 0.00086571699941295657 0.00065337564884760139 0.00083601232150903523 0.0010307079264607322 0.0010237753256873107
leaf_weight=81 79 222 72 59 61 73 62 88 571 88 53 53 114 60 60 66 497
leaf_count=81 79 222 72 59 61 73 62 88 571 88 53 53 114 60 60 66 497
internal_value=0 0.000939257 0.000972643 0.000398665 0.000986481 0.000823349 0.000999074 0.000555996 0.000990094 0.000946535 0.000467267 0.000819929 0.000972544 0.000538092 0.00103263 0.000938275 0.00104912
internal_weight=0 2108 1939 251 1867 134 1733 169 1671 826 192 141 685 139 845 126 719
internal_count=2359 2108 1939 251 1867 134 1733 169 1671 826 192 141 685 139 845 126 719
is_linear=0
shrinkage=0.0032998


Tree=8031
num_leaves=18
num_cat=0
split_feature=4 123 2 14 16 14 0 0 4 52 0 52 2 130 2 1456 52
split_gain=5.47719 1.75871 1.15349 0.385923 0.447244 0.329012 0.314672 0.434288 0.648402 0.431409 0.214174 0.174432 0.134977 0.122432 0.11985 0.0814602 0.0134791
threshold=0.30163500000000004 1.0000000180025095e-35 0.13290500000000002 -0.42214499999999994 -0.44010499999999991 0.076175000000000007 -0.068669999999999995 -0.10891999999999999 0.0071200000000000005 -0.43706499999999993 -0.00077999999999999999 -0.014149999999999998 0.10272000000000002 0.10383500000000001 0.11693000000000002 -0.092389999999999986 -0.55582999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 14 6 7 8 -1 16 11 -11 -3 15 -5 -9 -8
right_child=3 12 -4 4 -6 -7 9 13 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00070376150161715711 0.00073300285937346504 0.00073076364303875966 0.00064233388404717014 0.00061180151082627617 0.00016008574354969409 0.0012764223373224572 0.0011656822284637099 0.0012161300573349625 0.0010978917231207642 0.00079967173932297421 0.00072899408661606985 0.0010330272736259313 0.00051404808285148438 0.00095220183277928635 0.00041723057109487076 0.0010861487937725749 0.0010758872853481895
leaf_weight=87 57 78 79 74 52 69 55 60 97 59 80 93 55 76 68 1163 57
leaf_count=87 57 78 79 74 52 69 55 60 97 59 80 93 55 76 68 1163 57
internal_value=0 0.0010094 0.00103416 0.000493451 0.000422886 0.00105047 0.00104191 0.00106297 0.000911728 0.00095102 0.000869147 0.00094268 0.000641409 0.00108437 0.000518875 0.00109255 0.0011203
internal_weight=0 2108 1975 251 194 1896 1827 1483 184 344 232 152 133 1299 142 1223 112
internal_count=2359 2108 1975 251 194 1896 1827 1483 184 344 232 152 133 1299 142 1223 112
is_linear=0
shrinkage=0.0032998


Tree=8032
num_leaves=14
num_cat=0
split_feature=1456 4 2 1429 2 4 11 160 124 130 150 160 2
split_gain=0.213873 0.178963 0.0850231 0.0824496 0.132191 0.0991448 0.0832376 0.0619457 0.0616475 0.051948 0.0444022 0.0836414 0.0222185
threshold=-0.083354999999999999 0.30163500000000004 0.13290500000000002 0.083925000000000013 0.088005000000000014 -0.5093899999999999 0.075910000000000019 -0.021249999999999995 -0.043384999999999993 0.11308500000000002 0.081245000000000026 -0.069009999999999988 0.11715500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 -2 8 -1 -7 -10 11 -3 -13
right_child=1 10 -4 4 -6 6 -8 -9 9 -11 -12 12 -14
leaf_value=0.0096919508825247299 -0.00013321684965470314 0.0050161215300619901 0.0015038473158924689 -0.0037439697016579316 0.006759608619815719 0.0028244436571494198 0.012194907505278798 0.017286807678125651 0.0073557825604461296 0.0022977388746275155 0.0057120128461134925 0.00031775646936577605 -0.0042063338089790136
leaf_weight=74 54 70 98 55 88 101 89 54 1434 61 57 53 71
leaf_count=74 54 70 98 55 88 101 89 54 1434 61 57 53 71
internal_value=0 0.00582338 0.00636034 0.00661227 0.00270721 0.00693236 0.00715986 0.0129101 0.00687796 0.0071506 0.00158048 0.000357319 -0.00225816
internal_weight=0 2231 1980 1882 143 1739 1685 128 1596 1495 251 194 124
internal_count=2359 2231 1980 1882 143 1739 1685 128 1596 1495 251 194 124
is_linear=0
shrinkage=0.16829


Tree=8033
num_leaves=18
num_cat=0
split_feature=4 40 3 14 3 3 48 124 3 4 4 3 160 4 4 1452 4
split_gain=5.3442 1.80657 0.821664 0.343067 0.313391 0.380533 0.30877 0.344786 0.234816 0.251743 0.221651 0.176535 0.135842 0.131685 0.127858 0.0693398 0.0641435
threshold=0.30163500000000004 -0.026419999999999996 0.149315 0.076175000000000007 -0.11756999999999999 -0.065974999999999992 0.091840000000000019 -0.079269999999999993 -0.0020049999999999994 -0.0058549999999999991 -0.42305999999999994 -0.14162499999999997 -0.069009999999999988 -0.057539999999999994 0.070595000000000005 1.0000000180025095e-35 0.50373500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 10 14 7 -1 9 -7 -3 -2 -13 -10 15 -6 -14
right_child=11 2 -4 -5 5 8 -8 -9 13 -11 -12 12 16 -15 -16 -17 -18
leaf_value=0.00047761674327644196 0.00054776268217653122 0.0009176393425959111 0.00052987030220204203 0.0011655721004367669 0.00096324066656346466 0.00056706553514533989 0.00035229570683925247 0.00083810154491222554 0.0010215729150347586 0.00085323291392139559 0.00066197131420602092 0.00046759411488779464 0.00035059504699239645 0.00082694470691029444 0.00083208469960977687 0.0010692573359695203 0.00020473746722680374
leaf_weight=58 56 70 57 68 1204 60 52 59 74 79 82 60 67 85 82 78 68
leaf_count=58 56 70 57 68 1204 60 52 59 74 79 82 60 67 85 82 78 68
internal_value=0 0.000893072 0.00092162 0.000933466 0.000924746 0.000937968 0.000565323 0.000659701 0.000830274 0.000729961 0.000779945 0.000383458 0.000336093 0.000917748 0.00096147 0.000969718 0.000277387
internal_weight=0 2108 1939 1882 1814 1662 169 117 298 139 152 251 195 159 1364 1282 135
internal_count=2359 2108 1939 1882 1814 1662 169 117 298 139 152 251 195 159 1364 1282 135
is_linear=0
shrinkage=0.0032998


Tree=8034
num_leaves=16
num_cat=0
split_feature=2 1456 484 2 16 15 3 160 12 15 16 1446 49 49 2
split_gain=0.159126 0.148093 0.108806 0.223505 0.093441 0.0723144 0.0701203 0.0534504 0.0675889 0.0714645 0.0709991 0.0585282 0.0402418 0.0354284 0.0269213
threshold=0.13538500000000001 -0.083354999999999999 0.057755000000000008 0.084715000000000013 -0.15796999999999997 -0.074254999999999974 -0.082484999999999989 0.091625000000000026 -0.08731499999999999 -0.23071999999999995 -0.52595999999999987 0.091725000000000015 0.0033550000000000003 -1.0000000180025095e-35 0.090000000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 -4 -2 -6 -1 8 -3 -10 -11 -12 14 -9 -5
right_child=4 2 3 12 5 -7 -8 13 9 10 11 -13 -14 -15 -16
leaf_value=0.0072377647415420429 0.0057538497277115595 0.0017190964037626822 -0.0073344609890495559 0.0098799428892756749 -0.0066713846107939977 0.0019552971121605143 0.015352748014676437 0.0058935041937216342 0.011912863025153701 9.2275509303476515e-05 0.0064445587174808043 0.00075921452124950843 0.0020661171221982417 0.011094477040162733 0.0044751434910975238
leaf_weight=55 70 101 52 55 52 58 70 61 61 56 1386 54 72 103 53
leaf_count=55 70 101 52 55 52 58 70 61 61 56 1386 54 72 103 53
internal_value=0 0.00615858 0.0058146 0.00236959 0.00094036 -0.00210644 0.0117965 0.00625228 0.0059625 0.00623661 0.00600395 0.00623261 0.00518296 0.00917092 0.00724422
internal_weight=0 2179 2054 232 180 110 125 1822 1658 1557 1496 1440 180 164 108
internal_count=2359 2179 2054 232 180 110 125 1822 1658 1557 1496 1440 180 164 108
is_linear=0
shrinkage=0.16829


Tree=8035
num_leaves=18
num_cat=0
split_feature=1212 403 43 0 11 159 51 1213 159 43 133 4 159 0 16 403 43
split_gain=0.117812 0.11038 0.145329 0.117742 0.119328 0.0758882 0.0792137 0.0695701 0.0694645 0.0672197 0.102656 0.0584096 0.0537686 0.0709056 0.0623007 0.0392775 0.0282273
threshold=0.08468500000000001 -0.039724999999999989 0.0032700000000000003 0.12411500000000002 0.079915000000000014 0.11819000000000002 0.10271500000000001 -0.07797999999999998 -0.086394999999999986 -0.0083249999999999973 0.40330500000000008 -0.082384999999999986 0.10314500000000001 -0.081854999999999997 0.041625000000000002 -0.079419999999999977 -0.013089999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 12 16 -8 10 11 -1 14 -14 -3 -9 -2
right_child=7 3 -4 -5 -6 -7 8 15 -10 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0019739310358006575 0.0080077860635871384 0.005531783016711837 -0.0070396214086146632 -0.0015539714590408489 0.010563357334051201 -0.00017426167270510063 0.0056915600122969378 0.0023519849399151892 -0.0015200246781377836 0.0081310856973588422 0.0059527045560483945 -0.0057699891423061787 0.0046093433574043597 0.013149460336951972 0.0027752692379457823 0.008207291781805872 0.013434515528375634
leaf_weight=53 52 983 52 85 98 92 61 66 99 52 78 57 58 54 308 66 63
leaf_count=53 52 983 52 85 98 92 61 66 99 52 78 57 58 54 308 66 63
internal_value=0 0.00406381 0.00101642 0.00454697 0.00484382 0.00450405 0.00478057 0.0079558 0.00121816 0.00276939 0.00127681 -0.0020225 0.00518555 0.00874294 0.00487554 0.00529325 0.0109963
internal_weight=0 2130 292 1838 1753 1655 1563 247 160 240 188 110 1403 112 1291 132 115
internal_count=2377 2130 292 1838 1753 1655 1563 247 160 240 188 110 1403 112 1291 132 115
is_linear=0
shrinkage=0.16829


Tree=8036
num_leaves=16
num_cat=0
split_feature=2 403 48 49 3 49 133 0 2 52 2 132 2 12 52
split_gain=0.161405 0.07313 0.0630855 0.0614437 0.0818748 0.0873026 0.0867473 0.0805969 0.111652 0.0802261 0.0744224 0.0644557 0.101113 0.0714158 0.0414407
threshold=0.16730000000000003 -0.53317999999999988 0.13252500000000003 -0.015064999999999999 -0.095119999999999996 -0.062709999999999974 0.086405000000000023 -0.14989499999999997 0.10406500000000002 0.40945500000000007 0.08673500000000002 0.082230000000000011 -0.043079999999999993 0.086620000000000016 -0.071604999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 14 8 -5 11 -11 12 -9 -13 -6
right_child=-2 2 -4 7 5 -7 -8 9 -10 10 -12 13 -14 -15 -16
leaf_value=-0.0012938150544023141 -0.00536370590735381 -0.0037835563096362042 -0.0012153291369173861 0.013150491227288173 0.010555767790783504 -0.0018108567283087378 -0.00038931539574619872 0.012173284846278526 0.0028353986633149644 -0.004378380924873102 0.0036815491185540794 -0.0036954965317471155 0.0047280625831241921 0.0039976786597099813 0.0047994598087631882
leaf_weight=73 54 55 61 71 62 70 59 54 52 55 79 52 1394 99 87
leaf_count=73 54 55 61 71 62 70 59 54 52 55 79 52 1394 99 87
internal_value=0 0.00392968 0.00409995 0.00424889 0.00213391 0.0033111 0.00504347 0.00462739 0.00880425 0.0043299 0.000359961 0.00466146 0.00500696 0.00133648 0.00720676
internal_weight=0 2323 2250 2189 333 278 208 1856 123 1733 134 1599 1448 151 149
internal_count=2377 2323 2250 2189 333 278 208 1856 123 1733 134 1599 1448 151 149
is_linear=0
shrinkage=0.16829


Tree=8037
num_leaves=26
num_cat=0
split_feature=1 3 14 124 1 1 3 0 0 15 124 3 15 15 0 50 0 15 52 3 3 403 52 0 15
split_gain=9.80015 1.53339 0.871978 0.6315 0.563289 0.546969 0.329163 0.253585 0.345905 0.667845 0.23973 0.128744 0.122996 0.127556 0.12661 0.116985 0.114343 0.0746262 0.0696335 0.0650558 0.0985502 0.0628506 0.0498594 0.0265776 0.0192561
threshold=0.10491000000000002 -0.036004999999999988 0.054835000000000009 -0.080389999999999989 0.12122500000000001 0.14262000000000002 0.077930000000000013 -0.079119999999999982 -0.10653 -0.10981499999999998 -0.082654999999999992 -0.10032499999999998 -0.021954999999999999 0.096385000000000012 -0.061204999999999989 0.090515000000000012 -0.083489999999999995 0.091990000000000016 -0.036264999999999992 -0.07908999999999998 -0.082484999999999989 -0.10802999999999999 -0.08743999999999999 -0.091054999999999983 0.11876000000000002
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=2 4 3 -1 11 6 10 8 9 -5 -3 -2 14 15 -9 22 19 21 -8 20 -10 -18 -14 -21 -15
right_child=1 5 -4 7 -6 -7 18 12 16 -11 -12 -13 13 24 -16 -17 17 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.000680577250786307 0.00074934202705921452 0.00045552949491419191 0.0013634059880543096 0.0011668468274266995 0.00049984016325360636 9.4346951449600334e-05 0.00063888838748708745 0.00094159936849205338 0.0010682835798450682 0.00072202852829533694 0.00016162509278814407 0.00096681439878381758 0.0010584065286957649 0.00093542887735841745 0.00073710678678254652 0.0011620637326220605 0.00092910872670667096 0.00090508693786330334 0.00047991659048216934 0.0010630732371484225 0.0011652885323538119 0.0010621474493607609 0.00094813310569244339 0.00095655089582208472 0.00084788089144582945
leaf_weight=67 59 59 74 60 75 68 52 95 340 97 63 65 79 90 54 56 54 66 80 72 191 206 139 57 59
leaf_count=67 59 59 74 60 75 68 52 95 340 97 63 65 79 90 54 56 54 66 80 72 191 206 139 57 59
internal_value=0 0.000498807 0.00101112 0.000996476 0.000726696 0.000357859 0.000428267 0.0010088 0.00103752 0.000892247 0.000304048 0.000863624 0.00095133 0.000980697 0.000867724 0.00102391 0.00106062 0.00100853 0.000542809 0.0010863 0.00110324 0.00103465 0.000988256 0.00101628 0.000900999
internal_weight=0 521 1856 1782 199 322 254 1715 1143 157 122 124 572 423 149 274 986 326 132 660 531 260 218 129 149
internal_count=2377 521 1856 1782 199 322 254 1715 1143 157 122 124 572 423 149 274 986 326 132 660 531 260 218 129 149
is_linear=0
shrinkage=0.0032998


Tree=8038
num_leaves=19
num_cat=0
split_feature=1 15 1 15 52 11 132 2 42 155 15 402 13 0 133 43 43 2
split_gain=0.194048 0.215769 0.0643765 0.0795509 0.0697301 0.0731181 0.0667125 0.113289 0.113863 0.080872 0.108801 0.0483208 0.0959645 0.0807999 0.0631686 0.047179 0.0623566 0.030162
threshold=0.13712000000000005 -0.41606999999999994 0.088860000000000008 0.11754500000000001 0.40945500000000007 0.076920000000000002 0.082230000000000011 -0.013254999999999998 -0.034284999999999989 0.099270000000000011 -0.025694999999999999 -0.094749999999999987 -0.055129999999999992 -0.092734999999999984 0.052820000000000013 0.10894500000000001 -0.085349999999999995 0.086245000000000002
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 -4 -9 10 -10 12 -1 14 17 16 -15 -13
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 -12 13 -14 15 -16 -17 -18 -19
leaf_value=-0.0037653706991395788 0.0044755910750579079 -0.0095013113978891957 0.0090976527347845573 0.0091722834247139756 0.00042980454880771411 0.011274204499090841 -0.0032134600648567823 0.0087727046488024294 0.0025460120765817243 0.0066309991904652107 -0.0026767550869198492 0.009853412573484821 0.0061021974387154426 0.0064449946808859994 0.013094860376958124 0.0086049978706484054 0.0032738271021472737 0.0049862809688669806
leaf_weight=52 61 64 75 54 97 53 54 66 300 72 181 53 60 245 54 74 639 123
leaf_count=52 61 64 75 54 97 53 54 66 300 72 181 53 60 245 54 74 639 123
internal_value=0 -0.00266621 0.00413757 0.00292199 0.00480867 0.00512127 0.00246836 0.00291305 0.0021608 0.00136843 0.000576953 0.00486904 0.00150479 0.0051847 0.00802721 0.00450038 0.00415475 0.00646216
internal_weight=0 125 2252 802 1450 1353 748 694 619 553 481 1300 112 1188 230 958 884 176
internal_count=2377 125 2252 802 1450 1353 748 694 619 553 481 1300 112 1188 230 958 884 176
is_linear=0
shrinkage=0.16829


Tree=8039
num_leaves=17
num_cat=0
split_feature=1 0 399 13 1 13 12 12 4 13 0 1203 12 3 12 12
split_gain=0.134247 0.15888 0.0599211 0.0744237 0.0622196 0.0695251 0.185463 0.0749123 0.0723854 0.0609327 0.0712936 0.0570111 0.0513062 0.131194 0.0670094 0.0273814
threshold=0.13712000000000005 -0.054759999999999996 0.086815000000000017 0.17982000000000001 0.098370000000000027 -0.057284999999999996 -1.0000000180025095e-35 -0.081314999999999985 0.024315000000000003 -0.14179999999999995 0.040035000000000008 1.0000000180025095e-35 0.083310000000000009 0.085315000000000016 0.083825000000000024 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 7 -7 -6 -8 -1 12 -4 13 -11 -14 -9
right_child=1 -3 11 -5 5 6 8 15 -10 10 -12 -13 14 -15 -16 -17
leaf_value=0.0089344608146553761 0.0035298447465867727 -0.0084687240334073155 0.0037927063601732387 0.0081463179758458019 0.0085943449771974101 -0.0072841512578376844 0.0059231924043263154 -0.0012321294878614565 -0.0005143368150122955 0.009319613016755688 -0.0012098436250835328 -0.0034814053452192294 -0.0022465939931123236 -0.00011182639951209082 0.0038531284027237445 0.0035692489404341356
leaf_weight=67 65 60 56 100 69 73 97 52 100 140 78 67 53 59 1148 93
leaf_count=67 65 60 56 100 69 73 97 52 100 140 78 67 53 59 1148 93
internal_value=0 -0.0022151 0.0034426 0.00365129 0.00342886 0.00175714 -3.19521e-05 0.0040228 0.00264629 0.0039514 0.0037243 -0.000155008 0.00400048 0.00651433 0.00358245 0.00183499
internal_weight=0 125 2252 2129 2029 484 270 214 197 1545 1478 123 1400 199 1201 145
internal_count=2377 125 2252 2129 2029 484 270 214 197 1545 1478 123 1400 199 1201 145
is_linear=0
shrinkage=0.16829


Tree=8040
num_leaves=18
num_cat=0
split_feature=4 50 50 481 475 4 2 11 39 52 50 4 16 2 16 475 42
split_gain=0.129821 0.101575 0.156346 0.0953967 0.1164 0.129437 0.0797074 0.0994403 0.0840205 0.104125 0.0631562 0.101735 0.0737904 0.0479201 0.0426457 0.0317372 0.018792
threshold=0.51400500000000016 0.077805000000000013 0.089915000000000009 -0.082049999999999984 -0.06562999999999998 -0.016164999999999995 -1.0000000180025095e-35 0.079300000000000009 0.085095000000000018 0.093245000000000008 0.10450500000000001 -0.027119999999999995 -0.071629999999999985 0.08826500000000001 -0.082264999999999991 -0.088719999999999979 0.084465000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 15 -6 8 9 -8 16 -12 -13 -7 -10 -5 -4
right_child=-2 2 10 4 6 13 7 -9 14 -11 11 12 -14 -15 -16 -17 -18
leaf_value=0.0082201186415305928 -0.0034793953172512363 0.012903883717478973 -0.00045491714088228999 0.0050015430096383975 -0.0029188840297399571 0.014011114910966177 0.0012599377134447367 -0.0038682910512467545 0.0034434122532531271 0.0050076458617798964 0.010366746869015939 0.0068546160394880266 7.0914937674257807e-08 0.0066878458239990092 0.0096999046938350628 -0.00054231365469613584 0.0035690936775099654
leaf_weight=85 83 69 78 57 91 52 931 72 61 272 89 88 91 52 65 59 56
leaf_count=85 83 69 78 57 91 52 931 72 61 272 89 88 91 52 65 59 56
internal_value=0 0.00328687 0.00549044 0.0027083 0.0024336 0.00605106 0.00189898 0.0022132 0.00254403 0.00210879 0.00421351 0.00570689 0.00337994 0.0103668 0.00668523 0.00216634 0.00121335
internal_weight=0 2268 471 1797 1712 220 1492 1401 1329 1203 402 268 179 104 126 116 134
internal_count=2351 2268 471 1797 1712 220 1492 1401 1329 1203 402 268 179 104 126 116 134
is_linear=0
shrinkage=0.16829


Tree=8041
num_leaves=16
num_cat=0
split_feature=13 13 43 43 14 0 123 4 4 1375 403 393 481 13 13
split_gain=0.131827 0.165256 0.161026 0.112056 0.109733 0.126078 0.105068 0.0967965 0.19794 0.0762854 0.0807743 0.0668053 0.0648665 0.0548194 0.0502724
threshold=-0.088494999999999976 -0.11122999999999998 -0.0010499999999999999 0.053790000000000011 -0.23083499999999998 -0.10653 0.089155000000000012 -0.021234999999999997 0.053455000000000009 -0.029589999999999995 -0.5335399999999999 0.10159000000000001 -0.081334999999999977 -0.41143499999999994 -0.09113499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 13 -2 7 9 -6 -9 -7 -11 12 -12 -1 -3
right_child=4 2 -4 -5 5 6 -8 8 -10 10 11 -13 -14 -15 -16
leaf_value=-0.0036096898421150909 0.0093150934775402608 0.0024554280863787275 -0.009972600861032738 0.0083176852306495793 0.0055288908120456112 0.0098700588038953367 -0.0039659579231855957 -0.00862960496690739 0.002520260844305761 0.009095895821541064 0.0071472713655532519 0.0089135058593456471 0.0026005780255022402 0.0032453470824828478 -0.0041781457195459752
leaf_weight=59 78 83 72 76 53 54 53 84 97 68 96 55 1295 75 53
leaf_count=59 78 83 72 76 53 54 53 84 97 68 96 55 1295 75 53
internal_value=0 -0.000170571 -0.00353687 0.00315511 0.00312137 0.00285996 0.00338731 -0.000785458 -0.00264434 0.003637 0.0034135 0.00314504 0.00291566 0.000213677 -0.000116505
internal_weight=0 418 208 210 1933 1855 1621 234 181 1568 1514 1446 1391 134 136
internal_count=2351 418 208 210 1933 1855 1621 234 181 1568 1514 1446 1391 134 136
is_linear=0
shrinkage=0.16829


Tree=8042
num_leaves=25
num_cat=0
split_feature=1 16 123 1 4 0 16 4 4 16 4 16 4 49 15 48 481 0 160 1 1447 15 15 4
split_gain=14.8322 2.12861 1.81257 0.945365 0.381152 0.395855 0.348058 0.280915 0.276354 0.310201 0.270505 0.269173 0.391486 0.210375 0.20262 0.173125 0.135794 0.127042 0.126427 0.110288 0.0889263 0.0759111 0.0378162 0.0315254
threshold=0.10538500000000002 0.25761500000000009 1.0000000180025095e-35 0.12419000000000001 0.054560000000000004 -0.082039999999999988 -0.0094449999999999968 -0.49432999999999994 0.51400500000000016 -0.38959499999999997 -0.093344999999999997 -0.076489999999999989 -0.096364999999999992 -0.008964999999999999 -0.11055 0.082225000000000006 -0.048124999999999994 -0.095104999999999981 1.0000000180025095e-35 0.088415000000000007 -0.085709999999999995 0.089410000000000003 0.086455000000000018 -0.068189999999999987
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 6 5 10 15 -7 9 -5 -1 19 -13 18 -6 -2 20 -16 -12 22 -15 -18 -9 -14
right_child=1 -3 -4 8 14 7 -8 11 -10 -11 13 12 23 16 17 -17 21 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0014303729864424976 0.00068793598733496008 0.0009515623682645008 0.0006050790975804433 9.7694292109774713e-05 0.001175957687139811 0.0012644435475535306 0.00032401772729460107 0.0010323865568926101 1.3800823753974646e-05 0.00041570599490754425 0.0011400911127398303 0.00074341512945884185 0.0010982411804596995 0.0014161513594202592 0.00083155919082573385 0.00046362120484680868 0.0011684698651996813 0.001025830360845522 0.00093146028909999693 0.0012756574783784986 0.0012298151849732947 0.0013056085066709608 0.001149081847186581 0.0010264156247845881
leaf_weight=52 103 85 75 56 52 90 69 55 56 84 93 52 128 52 73 61 465 81 52 65 74 54 104 220
leaf_count=52 103 85 75 56 52 90 69 55 56 84 93 52 128 52 73 61 465 81 52 65 74 54 104 220
internal_value=0 0.000474227 0.00110849 0.000379568 0.0011299 0.00114771 0.000521742 0.00109 0.000210375 0.000288753 0.00119661 0.00106478 0.00101279 0.00118117 0.000995225 0.000604717 0.00120712 0.00093397 0.00106551 0.00115747 0.001307 0.00118281 0.00110894 0.00105294
internal_weight=0 514 1837 429 1762 1556 233 714 196 140 842 624 400 790 206 164 645 154 145 224 126 519 159 348
internal_count=2351 514 1837 429 1762 1556 233 714 196 140 842 624 400 790 206 164 645 154 145 224 126 519 159 348
is_linear=0
shrinkage=0.0032998


Tree=8043
num_leaves=25
num_cat=0
split_feature=4 0 2 393 2 47 133 43 52 52 0 0 1 1 3 2 3 49 4 3 0 49 4 43
split_gain=0.113578 0.096252 0.0998145 0.094478 0.105312 0.0940015 0.0806376 0.133304 0.0676633 0.0675931 0.119768 0.0782333 0.0602482 0.0509514 0.140251 0.120946 0.119233 0.112407 0.104445 0.096107 0.0435128 0.0370417 0.0699234 0.0327819
threshold=0.51400500000000016 -0.087614999999999985 0.11891500000000001 0.096070000000000003 -0.007134999999999999 0.077555000000000013 -0.0011249999999999999 -0.062804999999999986 0.096285000000000009 -0.090619999999999992 -0.034179999999999995 -0.081804999999999975 0.095510000000000012 0.07677500000000001 -0.087784999999999988 0.085785000000000014 0.102425 -0.07107999999999999 -0.020389999999999995 -0.075604999999999992 -0.095264999999999989 0.088595000000000021 -0.50086499999999989 0.053790000000000011
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 2 5 4 -3 13 7 -6 23 21 11 -11 20 14 -1 -16 17 -15 -19 -17 -7 22 -8 -9
right_child=-2 3 -4 -5 6 12 9 8 -10 10 -12 -13 -14 16 15 19 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.010384306628454991 -0.0032293046130252999 -0.0017918960042048926 -0.004029921953192084 0.010828855159914545 -0.0054619300773304999 0.011611208526419257 0.0064053499118244071 0.0031745054434404326 0.0079742327317512806 0.0077652454893496941 0.01154020721001821 0.0035490024073176977 0.0012349720453967725 0.0034846399540253798 -0.0062184538241573358 0 0.0063510605490702636 1.3922875905389318e-05 -0.0099087550262361088 0.0073335045799469865 0.0046778523234361985 0.0057124458111228798 -0.0006220394587694582 -0.001097482890998614
leaf_weight=54 83 94 80 54 58 53 56 188 69 184 89 396 54 55 53 136 52 52 70 81 52 79 140 69
leaf_count=54 83 94 80 54 58 53 56 188 69 184 89 396 54 55 53 136 52 52 70 81 52 79 140 69
internal_value=0 0.00309879 0.00159828 0.00390271 0.00363843 0.00223319 0.00402416 0.00196019 0.0032862 0.00486184 0.0057771 0.00488967 0.00584229 0.00119224 0.00255153 0.000978322 -0.000723095 -0.00281153 -0.00566469 0.00274434 0.00819466 0.00262872 0.00137662 0.00202056
internal_weight=0 2268 792 1476 1422 712 1328 384 326 944 669 580 159 553 324 270 229 177 122 217 105 275 196 257
internal_count=2351 2268 792 1476 1422 712 1328 384 326 944 669 580 159 553 324 270 229 177 122 217 105 275 196 257
is_linear=0
shrinkage=0.16829


Tree=8044
num_leaves=22
num_cat=0
split_feature=4 123 2 150 2 39 4 0 0 2 4 47 0 49 4 160 1213 0 4 47 0
split_gain=2.31057 0.656442 0.333147 0.666393 0.261997 0.209928 0.171995 0.284729 0.154499 0.148872 0.146255 0.131943 0.166587 0.0963986 0.0698676 0.0660755 0.0637555 0.0595984 0.0576588 0.0452889 0.0316218
threshold=0.30163500000000004 1.0000000180025095e-35 0.099325000000000011 0.081245000000000026 0.13673000000000005 0.089650000000000021 -0.49432999999999994 -0.061994999999999995 -0.074274999999999994 0.10613000000000002 -0.0021099999999999995 0.077555000000000013 -0.13314999999999996 0.087100000000000025 0.45363500000000007 -0.0031399999999999996 -0.10863999999999999 -0.062694999999999987 -0.0090299999999999981 0.096850000000000006 0.12113000000000002
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 2 6 8 5 14 -1 10 9 -4 13 12 -12 16 -2 -10 -8 -17 -3 -13 -19
right_child=4 18 3 -5 -6 -7 7 -9 15 -11 11 19 -14 -15 -16 17 -18 20 -20 -21 -22
leaf_value=0.00084709695148520788 0.00035135254543249445 0.00046441553972655748 0.00063767047878564667 0.00020880554166417679 0.0001290256869568301 0.00018308331752528523 0.00058419006650170893 0.00043104073391155218 0.00054034154379838648 0.00040716403982380447 0.00038792466417801385 0.00076016630507169355 0.00060523370010842203 0.00078661448815670011 0.0005073899035196595 0.00058808253729399627 0.00068037027121450649 0.00075217630904339408 0.00032292394362676448 0.00061969222690021935 0.00064898626111606144
leaf_weight=53 64 66 55 53 77 53 88 61 53 72 53 57 151 91 66 66 900 92 65 53 62
leaf_count=53 64 66 55 53 77 53 88 61 53 72 53 57 151 91 66 66 900 92 65 53 62
internal_value=0 0.000621339 0.000636484 0.000557516 0.000291225 0.00035928 0.000660198 0.000653361 0.000603632 0.000507267 0.000663072 0.000599456 0.000548949 0.000681552 0.000430843 0.000648332 0.000671839 0.000674188 0.000394479 0.000692804 0.000710861
internal_weight=0 2091 1960 453 260 183 1507 1454 400 127 1393 314 204 1079 130 273 988 220 131 110 154
internal_count=2351 2091 1960 453 260 183 1507 1454 400 127 1393 314 204 1079 130 273 988 220 131 110 154
is_linear=0
shrinkage=0.0032998


Tree=8045
num_leaves=22
num_cat=0
split_feature=12 12 16 15 150 15 12 160 51 15 16 48 150 15 483 12 48 160 399 0 15
split_gain=2.08255 0.744974 0.559139 0.468627 0.434751 0.350495 0.177259 0.139166 0.131263 0.13063 0.17703 0.173968 0.108004 0.0784248 0.0635045 0.078434 0.066871 0.0547895 0.045043 0.0397644 0.0228464
threshold=0.077755000000000005 0.10321000000000001 -0.23071499999999998 0.035560000000000008 0.091105000000000005 -0.24269999999999997 0.083425000000000013 -0.074049999999999991 0.024995000000000003 -0.036064999999999993 0.15454000000000004 0.088035000000000016 0.08926000000000002 -0.097984999999999989 0.089245000000000005 0.089125000000000024 0.093265000000000015 -0.5335399999999999 0.088190000000000018 -0.07081999999999998 -1.0000000180025095e-35
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 6 -3 4 5 7 -2 -1 19 11 -11 13 14 -7 16 -16 17 -8 -19 -4 -21
right_child=1 2 8 -5 -6 9 12 -9 -10 10 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22
leaf_value=0.00038565923414629589 0.00078091012350361695 0.00013498211102081932 0.0006146233935896586 0.00067959959177319937 0.00015464369112732685 0.00067509841412454906 0.00074853660757154294 0.00017066929980550006 0.00037038104498728053 0.00028437372469732091 0.00052494224799067338 0.00039950151420310167 0.00051556564109590168 0.00049855463391114646 0.00045483058113197699 0.00063251873543244161 0.00053461591253091965 0.00063087971563440665 0.0007213269614739096 0.00045939716724444822 0.00056406413317251465
leaf_weight=54 81 52 79 53 99 59 54 86 55 93 53 100 103 56 52 62 71 1004 70 52 52
leaf_count=54 81 52 79 53 99 59 54 86 55 93 53 100 103 56 52 62 71 1004 70 52 52
internal_value=0 0.000599377 0.000445883 0.000381443 0.000355047 0.000394577 0.000629089 0.000253846 0.000513663 0.000449057 0.000371945 0.000501258 0.000620379 0.000589436 0.000628575 0.000551777 0.000635847 0.000642188 0.000636808 0.000556534 0.000512069
internal_weight=0 1787 290 653 600 501 1497 140 238 361 146 215 1416 115 1313 114 1199 1128 1074 183 104
internal_count=2440 1787 290 653 600 501 1497 140 238 361 146 215 1416 115 1313 114 1199 1128 1074 183 104
is_linear=0
shrinkage=0.0032998


Tree=8046
num_leaves=21
num_cat=0
split_feature=1 1 16 147 12 41 40 50 16 1 13 13 16 1213 1213 133 457 49 13 12
split_gain=3.44238 0.717462 0.433105 0.215724 0.224614 0.170729 0.151118 0.147255 0.18361 0.229617 0.226222 0.118545 0.0736626 0.128919 0.0748823 0.0800053 0.0652994 0.063164 0.0561516 0.0439629
threshold=0.10335000000000001 0.13686500000000004 0.50597000000000014 0.086575000000000013 0.10207000000000001 0.07831500000000001 -0.024094999999999995 0.098445000000000019 -0.42372999999999994 0.11400500000000001 -0.0060899999999999991 -0.085669999999999982 -0.080419999999999978 -0.081869999999999984 -0.10863999999999999 -0.0039349999999999993 0.048870000000000004 0.091235000000000011 -0.086219999999999977 0.11461500000000001
decision_type=2 2 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 6 -1 8 9 -2 18 -3 14 -14 -8 -16 -15 19 -10 -6
right_child=1 11 -4 -5 17 -7 12 -9 10 -11 -12 -13 13 16 15 -17 -18 -19 -20 -21
leaf_value=0.00049331203385690522 0.00061378619033904212 2.576370914374224e-05 0.00066458409489574205 0.0004464675079658883 0.0005525668325267061 0.00081774755287742425 0.00051604689297752237 0.00053602042186611583 0.00028134869613286842 0.00032066501996192445 0.00012646318764476371 0.00022664860538252861 0.0008089001282615266 0.0006604796773633818 0.00068897872148590263 0.00060342214237217302 0.00077141246608507209 0.00063006144502555049 0.00042041476620434669 0.0004251526428160237
leaf_weight=61 52 59 65 59 81 77 57 52 57 68 67 71 82 766 247 254 67 68 78 52
leaf_count=61 52 59 65 59 81 77 57 52 57 68 67 71 82 766 247 254 67 68 78 52
internal_value=0 0.000351475 0.000415277 0.000644736 0.000651172 0.000664251 0.000656523 0.000371854 0.000345234 0.000447978 0.000284023 0.000135749 0.000663258 0.000681981 0.000632495 0.000645673 0.000669445 0.000546172 0.000361959 0.000503016
internal_weight=0 569 439 1871 1812 1611 1534 374 322 120 202 130 1473 915 558 501 833 201 135 133
internal_count=2440 569 439 1871 1812 1611 1534 374 322 120 202 130 1473 915 558 501 833 201 135 133
is_linear=0
shrinkage=0.0032998


Tree=8047
num_leaves=16
num_cat=0
split_feature=10 10 2 13 130 160 160 12 50 1209 13 13 160 13 15
split_gain=0.212325 0.203318 0.160313 0.103407 0.0785269 0.0695711 0.0764178 0.0799088 0.0683252 0.0739615 0.0754992 0.078072 0.065937 0.0617436 0.0599353
threshold=-0.092019999999999977 0.058500000000000003 0.08647500000000001 -0.096444999999999989 0.006490000000000001 0.053000000000000012 -0.014774999999999998 0.08401500000000002 -0.23771499999999998 0.085095000000000018 -0.10099999999999999 0.18997000000000003 -0.014989999999999998 -0.08533499999999998 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 13 -8 -4 10 14 12 -12 -5 -10
right_child=1 -3 8 4 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0064852625438308166 0.012856891976205431 -0.0061006553000142729 0.0086784454850259464 0.0104729141888142 0.010144026036256432 0.0093056601805043149 -0.0016801470124446706 0.0038711360415887089 0.0027105400280918999 0.0081348256875795506 0.0010523352833485865 -0.0030691192939189009 0.0039190113210866963 0.0046316714634869914 -0.0037445433642242514
leaf_weight=61 52 60 52 76 80 80 91 372 68 62 334 63 724 164 101
leaf_count=61 52 60 52 76 80 80 91 372 68 62 334 63 724 164 101
internal_value=0 0.00355999 0.00381072 0.00554582 0.00510321 0.00458589 0.00404623 0.00277618 0.00267866 0.00244657 0.00217179 0.00267216 0.00301573 0.00648888 -0.0011366
internal_weight=0 2379 2319 915 863 783 703 463 1404 1352 1290 1121 1058 240 169
internal_count=2440 2379 2319 915 863 783 703 463 1404 1352 1290 1121 1058 240 169
is_linear=0
shrinkage=0.16829


Tree=8048
num_leaves=25
num_cat=0
split_feature=1 3 14 124 15 131 15 3 3 1429 52 50 15 12 3 3 3 43 133 12 15 15 15 403
split_gain=8.32502 1.6262 1.06144 0.661846 0.521996 0.385821 0.246423 0.257685 0.244581 0.193421 0.170326 0.166227 0.134766 0.124007 0.123507 0.250109 0.104764 0.097389 0.0952416 0.0766625 0.0741219 0.107816 0.0679098 0.0289833
threshold=0.10342000000000001 0.30835000000000007 0.062655000000000016 -0.076779999999999987 -0.083029999999999979 0.079610000000000014 0.03981500000000001 -0.13392999999999997 -0.092019999999999977 0.084485000000000018 -0.24526499999999998 0.10954500000000002 -0.016949999999999996 0.086455000000000018 -0.080634999999999984 -0.082254999999999981 -0.082304999999999975 -0.084964999999999985 0.085075000000000026 0.088745000000000004 -0.21242999999999998 -0.46319999999999995 0.09167500000000002 -0.072624999999999981
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 4 3 -1 17 10 7 -5 13 11 -6 18 -12 -8 15 22 -11 -2 -9 -16 21 -19 -10 -21
right_child=1 -3 -4 6 5 -7 8 9 14 16 12 -13 -14 -15 19 -17 -18 20 -20 23 -22 -23 -24 -25
leaf_value=0.00064469839345151158 0.00035115456280270982 0.00011706430123833171 0.0013572590991941377 0.00073305232937504144 0.0007667670620589164 0.00091793774960247131 0.0012674538160773632 0.00097234211693511248 0.00095843055702112955 0.0011716576030263784 0.00065977315231047044 0.00078726411595965787 0.00042774985809011941 0.0010463855545787819 0.0011525375593598728 0.0007711624545564986 0.00096223838683302896 0.00056814288690004982 0.00088738984524806646 0.0010811207490767291 0.00060249092338546468 0.00036485764604235064 0.0010886132872311989 0.000983839984891065
leaf_weight=76 53 97 72 73 55 64 52 391 269 57 54 93 58 67 52 78 54 56 251 53 68 61 58 178
leaf_count=76 53 97 72 73 55 64 52 391 269 57 54 93 58 67 52 78 54 56 251 53 68 61 58 178
internal_value=0 0.000506444 0.000963245 0.000947482 0.000586902 0.000698975 0.000960794 0.000923363 0.00100338 0.000939743 0.00061485 0.000920009 0.000539933 0.00114328 0.000979127 0.000941182 0.0010701 0.000477977 0.000939184 0.00103331 0.00051412 0.000462458 0.000981629 0.00100631
internal_weight=0 566 1874 1802 469 231 1726 919 807 846 167 735 112 119 688 405 111 238 642 283 185 117 327 231
internal_count=2440 566 1874 1802 469 231 1726 919 807 846 167 735 112 119 688 405 111 238 642 283 185 117 327 231
is_linear=0
shrinkage=0.0032998


Tree=8049
num_leaves=16
num_cat=0
split_feature=3 39 42 3 41 480 43 123 484 0 3 42 3 43 0
split_gain=5.51824 3.97837 0.578323 0.50798 0.315599 0.282614 0.247279 0.343878 0.217273 0.274219 0.28174 0.127745 0.0738798 0.0710149 0.0525107
threshold=0.30112000000000005 0.081875000000000017 -0.0043149999999999994 0.11745500000000002 0.083975000000000008 -0.068944999999999992 -0.084964999999999985 0.088305000000000008 -0.062219999999999991 -0.13740499999999997 -0.13392999999999997 0.084175000000000014 -0.0044449999999999993 -0.072174999999999975 -0.11692999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -4 -8 11 12 -11 -7 -10 -13 -2
right_child=14 2 6 -5 -6 8 7 -9 9 10 -12 13 -14 -15 -16
leaf_value=0.001147520128870998 0.00017294792932075697 0.00080128500371224969 0.00023014307789517009 0.00063988962311602843 0.00068324217226436415 0.0011080716083963877 0.00061118427300764055 0.00029761545343366316 0.00066575150293421729 0.00077528890393045008 0.000939087253227745 0.0010116549054683644 0.00083245551752220148 0.00087132633062898183 2.5777147374568865e-05
leaf_weight=67 55 53 58 70 57 102 94 65 53 128 1331 112 74 69 52
leaf_count=67 55 53 58 70 57 102 94 65 53 128 1331 112 74 69 52
internal_value=0 0.000868491 0.00049155 0.000917807 0.000927551 0.000934726 0.000415738 0.000483217 0.000927079 0.000911825 0.000924741 0.00101244 0.000763164 0.000958354 0.000101755
internal_weight=0 2333 270 2063 1993 1936 217 159 1869 1586 1459 283 127 181 107
internal_count=2440 2333 270 2063 1993 1936 217 159 1869 1586 1459 283 127 181 107
is_linear=0
shrinkage=0.0032998


Tree=8050
num_leaves=19
num_cat=0
split_feature=1 47 131 123 160 4 42 475 1419 156 475 1447 4 4 51 147 475 13
split_gain=0.212153 0.182467 0.173714 0.15079 0.0940998 0.20082 0.0705213 0.060878 0.0592481 0.0936396 0.143088 0.0583781 0.113097 0.0645145 0.05748 0.0605317 0.0481878 0.0225404
threshold=0.10915500000000002 0.10621500000000002 0.088315000000000018 0.086120000000000016 -1.0000000180025095e-35 0.27287000000000006 0.11457500000000002 -0.0029899999999999996 0.085745000000000002 0.087045000000000011 -0.08483499999999998 -0.085804999999999979 -0.49432999999999994 -0.14994999999999997 -0.40274499999999996 0.088335000000000011 -0.085684999999999997 -0.052454999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 7 8 9 16 -11 -9 -13 -14 -15 -16 -1 -8
right_child=1 -3 -4 -5 5 -7 17 11 -10 10 -12 12 13 14 15 -17 -18 -19
leaf_value=0.014971387893978732 -0.00065757387117072936 0.0065647624335391777 0.005702260835449639 0.003887855736146167 -0.0026609045935119297 -0.01587974189448188 0.0028793336136853443 -0.00079575206262371453 0.001556682461014374 -0.00098330204717953342 0.0096692874295866618 0.011983770205582682 -0.00091403938604570545 -0.0010396542902369333 0.0042879039762147688 0.0100248376272989 0.0078855790309511845 -0.0014542164832573761
leaf_weight=56 61 94 67 54 72 60 64 65 53 64 80 53 70 54 1197 55 56 72
leaf_count=56 61 94 67 54 72 60 64 65 53 64 80 53 70 54 1197 55 56 72
internal_value=0 5.58949e-05 -0.0018869 -0.00395277 -0.00615583 -0.00868308 0.00428239 0.00456127 0.00672071 0.00778281 0.00492233 0.00411344 0.004338 0.0040422 0.00430922 0.00454136 0.0114445 0.000571891
internal_weight=0 408 314 247 193 132 1939 1803 309 256 144 1494 1429 1376 1306 1252 112 136
internal_count=2347 408 314 247 193 132 1939 1803 309 256 144 1494 1429 1376 1306 1252 112 136
is_linear=0
shrinkage=0.16829


Tree=8051
num_leaves=17
num_cat=0
split_feature=12 1 43 16 16 1 1 1456 16 12 1 13 3 3 456 403
split_gain=0.17134 0.100647 0.136811 0.0866623 0.115313 0.0777049 0.0769522 0.0632175 0.0624001 0.098756 0.0599948 0.0493474 0.0590541 0.0665335 0.0544833 0.0435523
threshold=0.11351500000000002 0.098370000000000027 0.055170000000000004 0.022165000000000004 -0.019749999999999993 0.10932500000000002 0.087720000000000006 0.088395000000000015 -0.50327499999999992 -0.042789999999999988 0.11604000000000002 -0.10278499999999999 -0.14619999999999997 -0.097829999999999986 0.081240000000000021 0.41115000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -2 11 -7 -10 -5 -1 -13 -14 15 -15
right_child=6 2 -4 10 -6 8 -8 -9 9 -11 -12 12 13 14 -16 -17
leaf_value=0.0079248936299429976 0.00040416432962531743 0.0048315323500607125 0.0086902388287627037 0.00054379718703938024 -0.0079757267783953176 0.0027995838461944869 -0.0075242358615258175 -0.00090431734122312828 -0.0088305107000292982 0.0008065650600474029 0.0067205586640290069 -0.0010946546797322894 0.0085812728555532403 0.0033718952845293408 0.0079444319283740843 0.0082421303098854856
leaf_weight=96 90 75 64 99 59 60 56 71 58 62 82 62 92 1178 88 55
leaf_count=96 90 75 64 99 59 60 56 71 58 62 82 62 92 1178 88 55
internal_value=0 0.00332222 0.0013669 0.000416413 -0.00127006 0.000274408 -0.00262456 0.00398679 -0.00161441 -0.00383638 0.00335204 0.00420898 0.00396591 0.00418923 0.00388199 0.0035906
internal_weight=0 2201 559 495 314 255 146 1642 180 120 181 1571 1475 1413 1321 1233
internal_count=2347 2201 559 495 314 255 146 1642 180 120 181 1571 1475 1413 1321 1233
is_linear=0
shrinkage=0.16829


Tree=8052
num_leaves=19
num_cat=0
split_feature=15 15 43 3 3 148 3 1452 159 402 133 4 3 43 15 15 403 3
split_gain=0.108426 0.203879 0.0843578 0.206216 0.116468 0.0871911 0.0722865 0.0669326 0.0564941 0.047873 0.103114 0.111971 0.0530696 0.0495746 0.0909666 0.0622737 0.0307763 0.0307217
threshold=-0.2987999999999999 -0.45726999999999995 0.053035000000000006 -0.088784999999999989 0.30835000000000007 -0.07990499999999999 -0.058704999999999993 0.093985000000000013 0.10634 0.023625000000000004 -0.07218999999999999 -0.079554999999999987 -0.085499999999999979 -0.069944999999999993 0.09116500000000001 0.11315500000000002 0.0071950000000000009 -0.077584999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 -2 16 9 -1 13 12 -12 -11 14 -7 -15 17 -5
right_child=2 -3 3 6 -6 7 -8 -9 -10 10 11 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0061109738181805281 -0.0030585141501894082 -0.0096302825286455514 0.015048044866889413 -0.0027525390960276759 -0.0052624634556462909 0.0031766110616695698 0.0079152593787741535 -0.0029876629329585853 -0.0014074148472590874 -0.00042939858003453196 -0.0083494617963658958 0.0021881878412393771 0.0062273085400814257 0.0039793321274443549 -0.0023360210957756463 0.0097926204294401485 0.004639395731521093 0.0027012231707179897
leaf_weight=60 74 59 52 59 55 704 71 54 53 52 55 59 95 573 96 58 60 58
leaf_count=60 74 59 52 59 55 704 71 54 53 52 55 59 95 573 96 58 60 58
internal_value=0 -0.00160536 0.00277755 0.00540237 0.00235662 0.00258785 0.00337264 0.00282819 0.00256875 0.00301486 0.000909393 -0.00288001 0.00386033 0.00339763 0.00251285 0.00451652 0.00154031 -3.36092e-05
internal_weight=0 172 2175 300 1875 1820 248 1746 113 1692 261 114 147 1431 800 631 177 117
internal_count=2347 172 2175 300 1875 1820 248 1746 113 1692 261 114 147 1431 800 631 177 117
is_linear=0
shrinkage=0.16829


Tree=8053
num_leaves=22
num_cat=0
split_feature=1 147 0 0 10 49 49 1453 475 159 475 133 49 3 3 0 3 3 3 1 133
split_gain=0.0802656 0.0970277 0.139313 0.192999 0.135286 0.0679121 0.0568589 0.0505644 0.0499274 0.056667 0.0703892 0.0790495 0.04127 0.0463045 0.0524787 0.0409749 0.0576198 0.0405901 0.0478684 0.041875 0.0279816
threshold=0.092810000000000017 0.093615000000000018 -0.14454499999999995 -0.10417499999999999 -0.014199999999999999 -1.0000000180025095e-35 -0.0087399999999999995 -0.064249999999999988 -0.0029899999999999996 0.042925000000000005 -0.081774999999999973 0.085720000000000018 0.10449500000000002 -0.14906999999999998 -0.10237999999999998 -0.081444999999999976 -0.087319999999999995 -0.034684999999999994 0.045635000000000002 0.089625000000000024 0.089725000000000013
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 5 -4 -5 -2 -6 -1 9 10 11 -9 13 -10 -15 -8 -17 19 -19 -16 -14
right_child=1 -3 3 4 6 -7 15 8 12 -11 -12 -13 20 14 17 16 -18 18 -20 -21 -22
leaf_value=-0.0016569000465548225 -0.00015642388758703056 0.0074754444871948456 0.0089926422482318347 -0.0076526938323745108 -0.0040866090632935585 -0.0079785222671724439 -0.002618059779291543 -0.0031585584460266537 -0.0017017489311561271 0.0099221439132750975 0.0088447037075890279 0.005211164066489183 0.0020857354196622364 0.0077754170995153818 0.0026636957488158832 -0.0011396759941977132 0.0038632708564205159 0.0089382703532611355 0.002066591517454561 -0.0021463870411518628 -0.0032996173512979906
leaf_weight=71 53 54 78 58 54 79 52 56 61 55 54 74 54 63 883 90 232 62 55 54 55
leaf_count=71 53 54 78 58 54 79 52 56 61 55 54 74 54 63 883 90 232 62 55 54 55
internal_value=0 0.000603141 6.73637e-05 0.00122176 -2.17232e-05 -0.00485144 0.00100818 0.0027171 0.00292178 0.00516266 0.00373022 0.00159193 0.00250425 0.00279441 0.00304156 0.0017486 0.00245935 0.0027569 0.00572335 0.00238457 -0.000615162
internal_weight=0 750 696 564 486 132 428 1597 1526 239 184 130 1287 1178 1117 374 322 1054 117 937 109
internal_count=2347 750 696 564 486 132 428 1597 1526 239 184 130 1287 1178 1117 374 322 1054 117 937 109
is_linear=0
shrinkage=0.16829


Tree=8054
num_leaves=18
num_cat=0
split_feature=474 2 11 49 0 11 52 15 0 52 132 13 156 474 474 1210 52
split_gain=0.0697281 0.0712735 0.125474 0.101206 0.171215 0.0741063 0.0692583 0.0918458 0.167122 0.0580265 0.0604411 0.0681761 0.0551447 0.0543665 0.06451 0.0417956 0.0281331
threshold=0.10970500000000001 0.095195000000000016 0.076270000000000018 -0.081589999999999982 -0.026509999999999995 1.0000000180025095e-35 -0.45478499999999994 -0.025694999999999999 -0.073399999999999979 0.23893500000000004 0.08783500000000001 -0.016999999999999998 0.08759500000000002 0.023345000000000001 0.087745000000000017 -0.090569999999999998 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 -3 9 -9 10 11 -8 13 15 -15 -5 -10
right_child=-2 5 -4 4 -6 -7 7 8 16 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0024265736246308219 -0.0042688626137235069 0.0056942818626168354 -0.0045971799114595162 -0.001549378551761192 0.010932402688273567 0.0049056858678232498 -0.0032032218221912825 -0.0099586577725279506 0.002197277218461842 0.005956063526618401 0.0051160274389916932 0.0018464168571765732 -0.0010090925497136982 0.010964780592123156 0.0026792480959252599 0.0029687703447109624 -0.0026060918975803603
leaf_weight=96 54 54 67 61 77 96 163 73 75 55 57 141 101 52 56 1005 64
leaf_count=96 54 54 67 61 77 96 163 73 75 55 57 141 101 52 56 1005 64
internal_value=0 0.00183981 0.00251249 0.0028427 0.00321818 0.000527598 -8.60387e-05 -0.000585934 -0.00343857 0.000863494 8.26405e-05 -0.00085521 0.00275089 0.0030759 0.00668521 0.00270854 -1.42091e-06
internal_weight=0 2293 1515 1448 1352 778 682 628 212 416 361 304 1275 1174 108 1066 139
internal_count=2347 2293 1515 1448 1352 778 682 628 212 416 361 304 1275 1174 108 1066 139
is_linear=0
shrinkage=0.16829


Tree=8055
num_leaves=22
num_cat=0
split_feature=1 1 12 150 1 0 12 12 0 12 40 12 12 1 15 160 160 160 133 157 49
split_gain=9.4816 2.16749 1.05973 0.821496 0.644247 0.556507 0.409269 0.359278 0.181133 0.174261 0.174331 0.139398 0.129755 0.104742 0.115558 0.102574 0.102471 0.0917965 0.0706665 0.058727 0.0493663
threshold=0.104035 0.13662500000000002 0.085090000000000013 0.082965000000000025 0.081315000000000012 -0.15061499999999997 0.083220000000000002 0.11721500000000001 -0.067659999999999984 -1.0000000180025095e-35 -0.077714999999999992 0.097510000000000013 0.089625000000000024 0.089710000000000026 -0.006494999999999999 -0.082244999999999985 -0.11350499999999998 -0.43697499999999995 0.071360000000000021 -0.0080549999999999979 -0.018959999999999994
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 9 5 -5 -1 13 12 -3 10 -2 -4 15 14 -7 16 -8 -14 -19 -17 -11
right_child=1 8 11 4 -6 6 7 -9 -10 20 -12 -13 17 -15 -16 19 -18 18 -20 -21 -22
leaf_value=0.0012758397960176153 0.00049607491862087261 0.0002392711718104783 0.00094238994072431482 0.00097943810042540238 0.00059754679088871879 0.0010194423899151392 0.0010583740621728224 0.0007712074383667242 -1.3698528069501331e-05 0.00048176292890717411 0.00024807590726695091 0.00073243319347747601 0.00085993229337967927 0.00073636534797573547 0.00081992450255366793 0.0011913900179223137 0.00087327413448224983 0.0009768488234483889 0.0010515649454091983 0.0010746771752018814 0.00062309160163321817
leaf_weight=84 68 56 64 95 99 59 88 62 68 52 58 81 52 59 76 60 57 347 266 425 65
leaf_count=84 68 56 64 95 99 59 88 62 68 52 58 81 52 59 76 60 57 347 266 425 65
internal_value=0 0.000480387 0.000601779 0.000988567 0.000784737 0.00101273 0.000998458 0.00101886 0.000100262 0.00046823 0.000382196 0.000825347 0.00103069 0.000855554 0.000907382 0.00106546 0.000985854 0.000997699 0.00100933 0.00108919 0.00056058
internal_weight=0 512 388 1829 194 1635 1551 1357 124 243 126 145 1295 194 135 630 145 665 613 485 117
internal_count=2341 512 388 1829 194 1635 1551 1357 124 243 126 145 1295 194 135 630 145 665 613 485 117
is_linear=0
shrinkage=0.0032998


Tree=8056
num_leaves=21
num_cat=0
split_feature=0 52 150 10 3 2 1453 0 403 2 157 50 15 49 150 3 52 3 131 133
split_gain=0.249327 0.188865 0.103483 0.109356 0.0810775 0.0730497 0.0827415 0.0816423 0.0982654 0.0788711 0.0742643 0.0680231 0.0654187 0.0618807 0.0664865 0.0497214 0.0464627 0.0372068 0.0345804 0.0701151
threshold=0.0037850000000000002 -1.0000000180025095e-35 0.092010000000000022 -0.062879999999999978 -0.10468499999999999 0.083935000000000023 -1.0000000180025095e-35 -0.071339999999999987 -0.085404999999999981 0.085730000000000015 -0.067349999999999979 0.11768500000000003 -0.066639999999999991 -0.05529499999999999 0.10545000000000002 -0.082484999999999989 0.08568000000000002 -0.23303499999999996 0.089325000000000015 0.044405000000000007
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 17 3 -1 -3 7 -7 8 -5 15 12 -12 -11 14 -4 16 -8 -2 19 -10
right_child=1 4 13 5 -6 6 9 -9 18 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.010981628285118165 0.0046877635301340063 -0.0033965669141071135 -0.0023136700575788062 -0.0043989319906908896 -0.01267742877379383 0.0095120793546416369 0.0077837238561339912 0.0058567677333413093 0.0041779706812444485 0.0031118574360883789 0.0020428812308157878 0.0078247677951485753 0.010635207787686687 -0.0041341813787234847 0.0061015031795930066 0.011152412082800916 0.0011344076279721114 -0.0010526782144892467 -0.00098557556470140416 -0.0025549183786919942
leaf_weight=52 59 55 52 91 53 69 70 100 210 70 873 62 63 85 54 53 53 69 93 55
leaf_count=52 59 55 52 91 53 69 70 100 210 70 873 62 63 85 54 53 53 69 93 55
internal_value=0 -0.00278207 0.00298288 0.0033558 -0.0079677 0.00314187 0.00382436 0.00150633 0.000533412 0.00350744 0.0029605 0.0024282 0.00668906 -0.000744686 0.00195636 0.00681622 0.00493318 0.00157927 0.00179218 0.0027738
internal_weight=0 236 2105 1914 108 1862 1313 549 449 1244 1068 935 133 191 106 176 123 128 358 265
internal_count=2341 236 2105 1914 108 1862 1313 549 449 1244 1068 935 133 191 106 176 123 128 358 265
is_linear=0
shrinkage=0.16829


Tree=8057
num_leaves=25
num_cat=0
split_feature=4 12 2 2 12 150 14 16 2 4 4 0 403 403 133 16 12 4 0 159 0 0 2 13
split_gain=6.38461 2.23288 0.805214 1.11975 0.478404 0.389649 0.321068 0.426364 0.261545 0.259892 0.205405 0.130975 0.117183 0.186931 0.245492 0.116675 0.109314 0.150155 0.104286 0.0778274 0.0563997 0.0548582 0.0698219 0.0373173
threshold=0.30163500000000004 0.054520000000000006 -0.0091949999999999983 0.092235000000000025 0.09697500000000002 0.087675000000000017 -0.41790499999999997 -0.49181999999999998 0.12358500000000001 -0.16772499999999999 0.0015850000000000003 -0.10946999999999998 -0.54045999999999983 -0.098684999999999981 0.085880000000000012 -0.54150999999999994 0.083715000000000026 -0.074219999999999994 -0.14032999999999998 0.10285000000000001 -0.087344999999999992 -0.072864999999999985 0.10925000000000001 0.058475000000000006
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 2 -1 18 12 9 -2 15 10 -5 21 -11 -3 14 -14 -8 -15 20 -4 -19 -18 23 -23 -6
right_child=6 4 3 5 8 -7 7 -9 -10 11 -12 -13 13 16 -16 -17 17 19 -20 -21 -22 22 -24 -25
leaf_value=0.00035587173315614317 0.00060707812949504516 0.0011854796505605498 0.0011535597141805179 0.00092554822581646351 0.001099795881192168 0.00041104437942515227 0.00056362568811351614 0.00012195194079772042 0.00068681727037407626 0.00073717804734044451 0.00081094836530050428 0.00052383344152401984 0.00073192030457365823 0.0011631800271580421 0.0010329985113260581 0.00035387393926872193 0.001178401964444218 0.0010140504267915063 0.00095430841564040671 0.00088378586970505808 0.0010667050907971001 0.00085657864507181062 0.0010254861092633635 0.00097217287233946584
leaf_weight=53 59 59 59 55 68 53 53 70 53 83 99 53 52 83 72 67 66 550 63 60 343 60 56 52
leaf_count=53 59 59 59 55 68 53 53 70 53 83 99 53 52 83 72 67 66 550 63 60 343 60 56 52
internal_value=0 0.000952947 0.000737216 0.000792342 0.00100696 0.00066289 0.000393742 0.00032731 0.000904697 0.000732589 0.000939062 0.000654295 0.0010378 0.00103067 0.000907024 0.000446808 0.00104455 0.00103485 0.00105096 0.0010013 0.00108482 0.000992656 0.000938424 0.00104479
internal_weight=0 2092 419 366 1673 244 249 190 388 191 335 136 1285 1226 124 120 1102 1019 122 610 409 236 116 120
internal_count=2341 2092 419 366 1673 244 249 190 388 191 335 136 1285 1226 124 120 1102 1019 122 610 409 236 116 120
is_linear=0
shrinkage=0.0032998


Tree=8058
num_leaves=16
num_cat=0
split_feature=0 16 148 150 1213 403 1213 1213 402 0 49 1452 157 150 402
split_gain=0.181048 0.177587 0.107204 0.0890236 0.069902 0.129954 0.0937404 0.0703392 0.0680812 0.109476 0.0675155 0.0567122 0.0524686 0.0477397 0.00760846
threshold=0.0037850000000000002 0.022165000000000004 -0.084064999999999987 0.092010000000000022 -0.086554999999999979 -0.0048499999999999993 -0.080769999999999995 -0.056829999999999992 0.0038750000000000004 -0.086544999999999997 -0.05529499999999999 0.087590000000000015 -0.0048549999999999991 0.10545000000000002 0.10668000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -6 -8 11 -10 13 -9 -3 -5 -7
right_child=1 12 3 10 6 14 7 8 9 -11 -12 -13 -14 -15 -16
leaf_value=0.010474773761270428 -0.0075974500718536137 0.0056182077061053184 -0.0069076796020015882 -0.0013624010081465221 0.010660731845944963 0.0043531789388647222 -0.0020899508696353786 0.0030193604450462186 0.0024863958769942322 0.010664606646022175 -0.0042471065978845479 0.0080926495382077808 -0.00082118206989408547 0.0057603054488262421 0.0016271008269928223
leaf_weight=56 90 62 52 52 53 67 62 1321 91 96 79 66 84 54 56
leaf_count=56 90 62 52 52 53 67 62 1321 91 96 79 66 84 54 56
internal_value=0 -0.00171365 0.00319726 0.00299749 0.00334708 0.00013475 0.00367885 0.00345157 0.00367099 0.00669444 -0.000515188 0.00326207 0.00190105 0.0022492 0.00312664
internal_weight=0 236 2105 2049 1864 175 1689 1636 1574 187 185 1387 146 106 123
internal_count=2341 236 2105 2049 1864 175 1689 1636 1574 187 185 1387 146 106 123
is_linear=0
shrinkage=0.16829


Tree=8059
num_leaves=19
num_cat=0
split_feature=4 12 13 12 3 4 49 3 12 1429 49 15 4 124 3 3 52 3
split_gain=4.48875 1.22605 0.633484 0.323732 0.298387 0.269985 0.183848 0.248834 0.243199 0.168448 0.165655 0.137138 0.108168 0.0983317 0.0655192 0.063895 0.0188621 0.0238922
threshold=0.30163500000000004 -0.007389999999999999 -0.16392499999999996 0.09697500000000002 0.16158000000000003 -0.011514999999999999 -0.047749999999999994 0.06269000000000001 0.081810000000000008 0.084990000000000024 -0.088014999999999996 -0.42443999999999993 0.058330000000000007 -0.043384999999999993 0.099220000000000017 -0.064294999999999977 0.10855000000000002 -0.073159999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 6 11 -1 10 8 -8 -10 -4 -2 15 -7 -9 16 17 -5
right_child=4 2 3 12 -6 13 7 14 9 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00041868239746490341 0.00050952125881252195 0.00051339615143546275 0.00088549873758836004 0.00082206885488565957 0.00013920322147517532 0.00059495087977653289 0.00068426005746503762 0.0011462632179498925 0.00089074683212956912 0.0010692913391904192 0.00066336535255916466 0.00033367109394401144 0.00064398285677521921 0.00078267702978576778 0.00097299167484141981 0.00071055373148333533 0.00076768629127051699 0.00091283982246697303
leaf_weight=70 98 57 79 145 52 75 61 52 1080 63 72 99 56 55 53 67 54 53
leaf_count=70 98 57 79 145 52 75 61 52 1080 63 72 99 56 55 53 67 54 53
internal_value=0 0.00083149 0.000857503 0.000868172 0.000362552 0.000585234 0.000890558 0.000903306 0.000889686 0.000900619 0.000779814 0.000421329 0.000780924 0.000674644 0.00105914 0.000804854 0.000829786 0.000846544
internal_weight=0 2092 1892 1835 249 200 1460 1309 1204 1143 151 197 375 130 105 319 252 198
internal_count=2341 2092 1892 1835 249 200 1460 1309 1204 1143 151 197 375 130 105 319 252 198
is_linear=0
shrinkage=0.0032998


Tree=8060
num_leaves=29
num_cat=0
split_feature=1 52 2 52 47 1 4 403 16 52 2 150 155 16 159 3 16 156 160 16 12 481 4 2 12 13 52 158
split_gain=4.72571 1.32318 0.74763 0.577323 0.475399 0.381406 0.316264 0.298301 0.224642 0.202759 0.201766 0.149894 0.133652 0.133351 0.128378 0.18974 0.120082 0.117082 0.108577 0.124961 0.259424 0.0895076 0.0703539 0.0664392 0.0657817 0.0640135 0.0594867 0.0484443
threshold=0.10282000000000001 -0.41304999999999997 0.095620000000000011 0.19121000000000002 0.088195000000000009 0.12072500000000001 0.30163500000000004 -1.0000000180025095e-35 -0.019164999999999998 -0.05670999999999999 0.12358500000000001 0.083825000000000011 1.0000000180025095e-35 0.11346000000000002 0.030370000000000005 -0.015259999999999998 -0.075779999999999986 0.086945000000000008 -0.089744999999999978 -0.12029499999999999 0.082165000000000016 -0.0093199999999999967 -0.074479999999999977 0.10559 0.092395000000000019 -0.085164999999999977 0.087635000000000005 0.085620000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 6 -3 8 22 -7 12 13 18 14 15 21 -6 -13 -4 -20 -21 -9 24 -22 25 -1 -27 -16
right_child=1 3 10 -5 16 9 -8 11 -10 -11 -12 17 -14 -15 27 -17 -18 -19 19 20 23 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0011923226550482312 0.0011345041749947101 0.00049985780322990309 0.0010479457243787931 0.00095461876903579041 0.00066359814333105021 0.00023945784485925097 0.00078832997999169082 0.0011783160051440063 0.0013144758328864495 0.00049112437247927833 0.00073898248734151481 0.00083802787335179548 0.001103479343769241 0.00092927947120605581 0.00092128174249880119 0.0012862964778008767 0.00089142654613265935 0.0010391046462306323 0.0010356066972005986 0.00065236745998443644 0.00085833617108750746 0.0010535231500687497 0.00099573503626072118 0.00099697447252425461 0.0012149824666555869 0.0011091574593694478 0.00097423716925778214 0.0010587479658127159
leaf_weight=69 63 92 63 52 52 54 77 81 72 102 61 70 53 84 78 53 53 63 55 53 92 403 55 74 82 131 57 53
leaf_count=69 63 92 63 52 52 54 77 81 72 102 61 70 53 84 78 53 53 63 55 53 92 403 55 74 82 131 57 53
internal_value=0 0.000684086 0.00103499 0.000625141 0.000585215 0.000522521 0.0006315 0.00107398 0.0011423 0.000404235 0.000918118 0.00103796 0.000946046 0.00105638 0.00107231 0.00109545 0.000778933 0.00093354 0.000921182 0.000891907 0.000855657 0.00107448 0.00111075 0.000920351 0.00112931 0.00110184 0.00106844 0.000977167
internal_weight=0 545 1802 482 430 325 169 1351 466 156 451 885 390 752 668 537 105 133 337 274 219 484 394 166 339 257 188 131
internal_count=2347 545 1802 482 430 325 169 1351 466 156 451 885 390 752 668 537 105 133 337 274 219 484 394 166 339 257 188 131
is_linear=0
shrinkage=0.0032998


Tree=8061
num_leaves=25
num_cat=0
split_feature=1 52 1 12 12 14 52 12 15 15 1 157 150 52 160 12 12 15 1212 151 15 12 15 52
split_gain=7.11933 0.956642 0.614681 0.614186 0.490719 0.405747 0.316722 0.310162 0.34105 0.254118 0.17888 0.177089 0.246217 0.151854 0.149059 0.143159 0.137796 0.1179 0.108069 0.101973 0.07262 0.0931247 0.0501503 0.0490513
threshold=0.104035 -0.41304999999999997 0.13301500000000002 -0.029844999999999997 0.088105000000000003 0.054835000000000009 -0.046924999999999988 0.098195000000000018 -0.0092549999999999976 -0.10165999999999999 0.089370000000000019 -0.0091799999999999989 1.0000000180025095e-35 0.11916 -0.0031399999999999996 0.092395000000000019 0.090715000000000018 0.093505000000000019 0.037395000000000005 -0.078349999999999989 -0.025694999999999999 0.087045000000000025 -0.050699999999999995 0.057125000000000002
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 4 10 9 7 -4 8 11 -3 -1 20 16 15 -9 18 -13 -17 -10 -11 21 -5 -16 -24
right_child=1 2 6 5 -6 -7 -8 14 13 19 -12 12 -14 -15 22 17 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=0.00087653295890727755 0.00096672640537824215 0.00061871411644265101 0.0001207187090906843 0.0011787312759334206 0.00077695148724066774 0.0012656140690327441 0.00043765445887427001 0.000736879589004096 0.0010210993203150084 0.00049357691253838743 0.00060050067126641345 0.0009925622990266524 0.0007288670778568398 0.00093197329540251278 0.001010584613078235 0.0012594845552308881 0.00083643113921194709 0.001051974197725003 0.0011231639426258196 0.00029503978834164097 0.00094277224903570409 0.00098470250583069336 0.00083387844700484842 0.00096718218730267654
leaf_weight=53 53 96 54 60 97 62 96 59 448 54 52 219 71 103 63 75 91 55 164 62 67 56 78 59
leaf_count=53 53 96 54 60 97 62 96 59 448 54 52 219 71 103 63 75 91 55 164 62 67 56 78 59
internal_value=0 0.000546266 0.000497639 0.000986502 0.000581916 0.00100143 0.000323792 0.000991592 0.00101106 0.000492512 0.000740167 0.000947598 0.000906316 0.00105338 0.000885539 0.00107018 0.000946844 0.00117196 0.00104851 0.000387766 0.00103335 0.00108537 0.000929218 0.000891544
internal_weight=0 512 459 1835 309 1730 150 1668 1409 212 105 564 381 845 259 742 310 130 612 116 183 116 200 137
internal_count=2347 512 459 1835 309 1730 150 1668 1409 212 105 564 381 845 259 742 310 130 612 116 183 116 200 137
is_linear=0
shrinkage=0.0032998


Tree=8062
num_leaves=22
num_cat=0
split_feature=4 2 39 4 2 2 16 11 15 2 4 4 16 15 16 15 475 52 403 2 484
split_gain=14.3901 4.91237 3.17324 0.873735 0.737516 0.550999 0.598913 0.460057 0.444556 0.399595 0.261337 0.2073 0.188257 0.149587 0.126461 0.125949 0.117275 0.19508 0.0859459 0.0664914 0.0371774
threshold=0.36766000000000004 0.12399000000000002 0.083495000000000014 -0.074219999999999994 0.14870000000000003 0.10527500000000002 0.032580000000000005 1.0000000180025095e-35 0.054100000000000002 0.13538500000000001 0.0049200000000000008 -0.0047649999999999993 -0.44010499999999991 -0.10753999999999998 -0.0081349999999999981 -0.18708499999999997 -0.084169999999999981 -0.037619999999999994 -0.52954999999999985 0.083855000000000013 0.049200000000000008
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 2 3 7 -3 10 -7 8 -1 12 16 -4 15 -12 -15 -2 20 -18 -10 -20 -5
right_child=9 4 11 5 -6 6 -8 -9 18 -11 13 -13 -14 14 -16 -17 17 -19 19 -21 -22
leaf_value=0.0009800024343744405 0.00048805712437944871 0.00064209233426709949 0.00045651780480787093 0.0011745991060118268 0.00013399404080364363 0.00073907025258069105 0.0011474934375090135 0.0014335200517233927 0.0013443864138107605 1.3206608662993896e-05 0.0011723499651313642 0.00072392655175339412 0.00014217888581489002 0.0009252400995473553 0.0011139516301333515 0.00026130198808101119 0.0010323376828472429 0.0011694280733061352 0.0011524109137747512 0.0012341057136104863 0.0013090240889104647
leaf_weight=99 57 76 61 54 53 103 64 95 60 78 55 68 55 155 55 52 184 323 182 363 55
leaf_count=99 57 76 61 54 53 103 64 95 60 78 55 68 55 155 55 52 184 323 182 363 55
internal_value=0 0.00105795 0.00109869 0.00113366 0.000433612 0.00107071 0.000895803 0.00121618 0.0011868 0.00020811 0.00110383 0.000597751 0.000300593 0.00101596 0.000974832 0.000380204 0.00114157 0.00111974 0.00122058 0.00120689 0.00124275
internal_weight=0 2105 1976 1847 129 1048 167 799 704 242 881 129 164 265 210 109 616 507 605 545 109
internal_count=2347 2105 1976 1847 129 1048 167 799 704 242 881 129 164 265 210 109 616 507 605 545 109
is_linear=0
shrinkage=0.0032998


Tree=8063
num_leaves=22
num_cat=0
split_feature=1 14 3 2 150 12 2 12 40 16 48 3 3 2 1212 43 13 3 2 2 150
split_gain=5.76899 0.88613 0.790625 0.442998 0.42783 0.349366 0.449327 0.311351 0.375281 0.268452 0.231486 0.268626 0.202792 0.18594 0.172114 0.168308 0.154175 0.0727654 0.0703229 0.0255568 0.0155974
threshold=0.104035 0.054835000000000009 -0.074184999999999987 0.10836000000000003 0.083435000000000023 -0.10236499999999998 0.14234000000000005 -1.0000000180025095e-35 -0.078819999999999987 -0.024819999999999998 0.092150000000000024 -0.0020049999999999994 0.11745500000000002 0.11444000000000001 0.049115000000000006 -0.063549999999999982 -0.078734999999999986 -0.13392999999999997 0.084895000000000012 0.11736500000000001 0.10314000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 10 -4 7 8 -7 -6 11 14 -9 -2 17 -5 -12 -1 -16 -17 -11
right_child=2 -3 5 15 9 6 -8 12 -10 20 16 -13 -14 -15 18 19 -18 -19 -20 -21 -22
leaf_value=0.0010300023460205925 0.0007861089750026525 0.0012833370262111765 0.00067212940137802667 0.00085271940716798622 0.00057399285305129557 0.000501674766167644 0.00013425559569721292 0.00069046310947865335 0.00010962868690822633 0.00080337302596032105 0.00092082490465500845 0.0011100715444947659 0.00042903852176978029 0.00054264638891684419 0.00094835619520471646 0.00070810134066694825 0.00067582425993304265 0.00089922100743611191 0.0010676985112031761 0.00059997504209756425 0.00089476047686967936
leaf_weight=53 103 65 52 85 61 55 65 62 52 55 52 96 70 53 118 56 65 902 117 55 55
leaf_count=53 103 65 52 85 61 55 65 62 52 55 52 96 70 53 118 56 65 902 117 55 55
internal_value=0 0.000903712 0.000507398 0.000889751 0.000908272 0.000421314 0.000378295 0.000444518 0.000311477 0.000751353 0.000927373 0.000940297 0.000552096 0.00070362 0.000926571 0.000740836 0.000785015 0.000906516 0.00100792 0.000654843 0.000849387
internal_weight=0 1835 512 1770 1574 356 304 239 107 171 1403 1286 132 156 1190 196 117 955 235 111 110
internal_count=2347 1835 512 1770 1574 356 304 239 107 171 1403 1286 132 156 1190 196 117 955 235 111 110
is_linear=0
shrinkage=0.0032998


Tree=8064
num_leaves=30
num_cat=0
split_feature=1 2 12 2 1 40 2 2 4 2 4 43 49 160 43 3 133 160 12 4 16 52 16 2 4 42 160 42 2
split_gain=9.61755 1.49968 1.22254 0.994026 0.484004 0.462979 0.351173 0.314749 0.298123 0.255619 0.282745 0.24533 0.183671 0.231145 0.168539 0.127564 0.109793 0.0946936 0.210688 0.0911864 0.0881318 0.0861469 0.0851945 0.0821294 0.0725074 0.0651914 0.0621085 0.0589245 0.0285323
threshold=0.104035 0.14019000000000004 0.085090000000000013 0.092365000000000017 0.094405000000000003 -0.012109999999999998 -1.0000000180025095e-35 0.10925000000000001 0.062150000000000004 0.11404000000000002 -0.072054999999999994 -0.075574999999999989 -0.008964999999999999 -0.010724999999999998 -0.12584499999999996 0.14363500000000004 -0.016324999999999996 -0.081539999999999987 0.08425500000000001 -0.033449999999999987 -0.072054999999999994 0.048675000000000003 0.15050500000000003 0.085955000000000018 -0.44205499999999992 -0.026469999999999997 -0.14580499999999996 -0.019539999999999998 0.099145000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 12 -5 -2 -8 -4 10 24 28 13 -1 -14 -3 23 26 -19 -6 -9 -13 -11 25 -7 -16 -18 -25 -12
right_child=1 15 8 5 19 9 7 20 -10 22 11 21 14 -15 16 -17 17 18 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30
leaf_value=0.0012542438300440916 0.00039740730626856738 0.00040795348270598869 0.001099553550592559 0.00076588284715719916 0.0010958211890069653 0.0011440303267661997 0.00087815721282715538 0.000654894872686072 0.00080212800896555143 0.00083065564865614336 0.0011038814141407722 0.00089465762921576953 0.0013752991660263079 0.0010046618735356629 0.0010382561214395964 0.00017837710150219883 0.0012492002821172968 0.0014321325483512659 0.0012456044477361396 0.00089640736184872242 0.00047387180554000677 0.0010551473311994758 0.0010187707544428261 0.001324145607111383 0.0013076398111149716 0.0011784598906916684 0.0011125511102718928 0.0011718138714583632 0.0012146851928116281
leaf_weight=80 72 54 85 60 52 57 56 72 67 52 62 90 102 87 62 53 92 88 310 55 53 69 61 60 77 114 73 66 66
leaf_count=80 72 54 85 60 52 57 56 72 67 52 62 90 102 87 62 53 92 88 310 55 53 69 61 60 77 114 73 66 66
internal_value=0 0.000642563 0.000734416 0.00115422 0.00120753 0.00104277 0.000593531 0.000671353 0.000968683 0.00107382 0.00111166 0.0010524 0.00122768 0.00112443 0.00124548 0.000294567 0.00123013 0.00125828 0.00128694 0.000993648 0.000578423 0.000964526 0.000932516 0.00117752 0.00123831 0.00112927 0.00118896 0.00124463 0.00116129
internal_weight=0 512 405 1835 1241 594 253 181 152 534 421 287 1134 167 967 107 865 563 398 107 125 159 113 302 134 176 165 126 128
internal_count=2347 512 405 1835 1241 594 253 181 152 534 421 287 1134 167 967 107 865 563 398 107 125 159 113 302 134 176 165 126 128
is_linear=0
shrinkage=0.0032998


Tree=8065
num_leaves=24
num_cat=0
split_feature=3 4 4 150 13 4 4 4 4 156 3 157 40 16 13 12 12 159 3 12 133 49 157
split_gain=5.61038 1.23763 1.14586 0.941116 0.625513 0.448999 0.534569 0.420064 0.298663 0.281513 0.308481 0.286562 0.215723 0.208272 0.203756 0.135632 0.130585 0.124148 0.190558 0.10967 0.0921953 0.0496559 0.0173744
threshold=-0.06340999999999998 0.36766000000000004 0.27161500000000005 0.093625000000000014 -0.00067499999999999993 -0.05461499999999999 -0.00013999999999999996 0.0051600000000000005 0.056640000000000003 0.087205000000000019 -0.097094999999999987 -1.0000000180025095e-35 -0.072979999999999975 -0.015379999999999998 -0.026884999999999996 -0.073474999999999985 0.096915000000000015 0.082585000000000006 -0.12595999999999999 0.088125000000000023 0.08517000000000001 0.0093850000000000027 -0.082009999999999986
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=1 7 3 4 8 -6 -7 9 14 11 -11 13 -4 -1 -2 -14 21 18 -13 -20 -15 -9 -12
right_child=2 -3 12 -5 5 6 -8 16 -10 10 22 17 15 20 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0010171905254102935 0.00067974690456879113 0.00056152679125412669 0.0002417357734942582 0.00034019866372958724 0.0010969382633992202 0.00052025817041444363 0.00094166171144577891 0.00089011419383344431 0.00083806291931815447 0.00070564151018774493 0.00096535183991995101 0.00085070080249370758 0.00062278369745485051 0.001379944556931392 0.0004358480260992165 0.00040334971208275024 0.00077691494295378479 0.0011708082101129533 0.001085416517377648 0.0010086019773916854 0.0011757999604158651 0.0010132070819050263 0.0010577056813601473
leaf_weight=52 86 68 53 61 82 52 91 92 67 54 67 64 53 52 68 77 79 75 366 520 53 71 56
leaf_count=52 86 68 53 61 82 52 91 92 67 54 67 64 53 52 68 77 79 75 366 520 53 71 56
internal_value=0 0.000998694 0.000644763 0.000725647 0.000778287 0.000901174 0.00078867 0.00101724 0.000653016 0.00103995 0.000915736 0.00105852 0.00042048 0.00119133 0.00057228 0.000493082 0.000889566 0.00103814 0.00102763 0.00104037 0.00127724 0.000943947 0.00100769
internal_weight=0 1669 690 507 446 225 143 1601 221 1359 177 1182 183 157 154 130 242 1025 950 886 105 163 123
internal_count=2359 1669 690 507 446 225 143 1601 221 1359 177 1182 183 157 154 130 242 1025 950 886 105 163 123
is_linear=0
shrinkage=0.0032998


Tree=8066
num_leaves=16
num_cat=0
split_feature=4 2 123 13 4 16 156 15 159 51 16 15 376 2 4
split_gain=5.79711 2.92715 1.0761 0.735712 0.467067 0.286059 0.245705 0.222043 0.358453 0.21828 0.144758 0.212263 0.134754 0.101962 0.0570139
threshold=0.30163500000000004 0.13388500000000003 1.0000000180025095e-35 -0.16392499999999996 0.024315000000000003 -0.097499999999999989 -0.0039599999999999991 -0.42759999999999992 0.10634 -0.16381499999999996 -0.41163499999999992 -0.063199999999999992 0.083785000000000012 0.12454500000000002 0.062150000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 -2 -8 -6 14 -4 -9 -12
right_child=7 -3 12 4 10 6 9 13 -10 -11 11 -13 -14 -15 -16
leaf_value=0.00057095640718601783 0.00061591446359460223 0.00034216059837313982 0.00073364350532263028 0.0011587547494390912 0.00095408851226144492 0.001138089691188683 0.001149313551655159 0.00034561195534583625 0.00025046706955308853 0.00094767762852676347 0.00091018537953897359 0.00060534588213776558 0.0005010564041553323 0.00015031252688083957 0.00077901576890645541
leaf_weight=56 68 98 53 93 83 89 63 64 52 1314 85 53 59 55 74
leaf_count=56 68 98 53 93 83 89 63 64 52 1314 85 53 59 55 74
internal_value=0 0.000899685 0.00092669 0.000945157 0.000956441 0.000979355 0.000967951 0.000357316 0.000457848 0.000956928 0.000835225 0.000788522 0.000611435 0.000255644 0.000849359
internal_weight=0 2120 2022 1910 1854 1559 1466 239 120 1377 295 212 112 119 159
internal_count=2359 2120 2022 1910 1854 1559 1466 239 120 1377 295 212 112 119 159
is_linear=0
shrinkage=0.0032998


Tree=8067
num_leaves=23
num_cat=0
split_feature=3 51 457 474 474 4 4 133 10 16 158 15 16 0 1213 0 4 150 1213 15 47 3
split_gain=0.316483 0.226753 0.120365 0.0966134 0.122391 0.148651 0.0876788 0.0782799 0.087992 0.070765 0.0659295 0.109592 0.0655892 0.0797213 0.0665244 0.0650192 0.0560778 0.048012 0.044128 0.0380337 0.0167838 0.0149849
threshold=-0.072579999999999992 0.12016500000000001 0.089030000000000012 0.10135500000000001 0.085295000000000024 -0.012419999999999999 0.032965000000000001 0.11524500000000001 -0.012544999999999999 -0.096494999999999984 0.085900000000000018 -0.098454999999999973 -0.080419999999999978 -0.080219999999999986 -0.086394999999999986 -0.14822499999999997 0.42405000000000009 0.083205000000000015 -0.091914999999999983 -0.045404999999999994 0.096850000000000006 -0.085969999999999977
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 7 4 6 -6 9 8 -2 -1 11 16 13 18 -14 -13 -10 -16 -11 20 21 -8
right_child=1 -3 -4 -5 5 -7 19 -9 10 12 -12 15 14 -15 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.01426983804669836 0.0001111004912468789 -0.0038682928495646853 -0.0015919715561739875 0.015824067946019163 -0.003399382786189049 0.009079890738426924 0.010524303855607728 0 0.0010371275757638564 0.0038700378399949874 0.013009187018950477 0.013881116994217022 0.015970147101042206 0.0011443226615473695 0.0091835554477462649 0.0075123169600408105 0.0073156096710771884 0.014094033486696597 0.009363264586142667 0.0022111262114069656 0.0045620645498740311 0.006781938183266804
leaf_weight=86 52 79 60 54 52 56 52 52 111 52 54 55 52 52 600 287 64 64 230 57 52 86
leaf_count=86 52 79 60 54 52 56 52 52 111 52 54 55 52 52 600 287 64 64 230 57 52 86
internal_value=0 0.00468573 0.00560758 0.00879213 0.00853625 0.00305472 0.00896301 0.0062502 0.00677379 0.00959057 0.00737741 0.0067857 0.0092056 0.00723919 0.0101204 0.00854179 0.00334352 0.00965956 0.0083567 0.00606948 0.00721753 0.00820512
internal_weight=0 814 735 1545 1491 108 1383 675 623 1136 571 517 1050 334 716 342 175 664 282 247 190 138
internal_count=2359 814 735 1545 1491 108 1383 675 623 1136 571 517 1050 334 716 342 175 664 282 247 190 138
is_linear=0
shrinkage=0.16829


Tree=8068
num_leaves=20
num_cat=0
split_feature=3 13 1210 150 50 13 13 3 159 3 132 3 131 1 3 133 13 133 131
split_gain=0.218959 0.163606 0.15759 0.102601 0.0681533 0.0716184 0.0652597 0.0602299 0.0849878 0.0629589 0.0606182 0.0674286 0.0498186 0.0480493 0.0439155 0.042243 0.0967896 0.0615805 0.0214236
threshold=-0.072579999999999992 0.14247500000000005 -0.07983999999999998 0.10921500000000002 0.12170000000000002 -0.00067499999999999993 0.24813000000000004 -0.23303499999999996 0.11576000000000002 -0.15078499999999997 0.081465000000000024 -0.090854999999999977 0.090280000000000013 0.10044000000000002 0.08734500000000002 0.022390000000000004 -0.059914999999999989 -1.0000000180025095e-35 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 12 7 -4 9 -9 11 -11 15 14 -7 17 -17 -2 -12
right_child=1 -3 6 -5 -6 13 -8 8 -10 10 18 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.00072735481005396535 0.0048393513356060312 -0.0052191033651046792 0.012496875421786168 -0.0023235886273015594 -0.00047138769308565975 0.012140303001047232 0.0019701044992405316 0.003241285850655657 0.00099383488159545687 0.011616602564907076 0.0020311188045814216 0.0080558318974053179 0.0087502730578530464 0.0043397565802159232 0.0064143104387362933 0.0095114629975457787 0.0012523397057904767 -0.0011314862382182766 0.0067184326044763074
leaf_weight=97 96 52 80 57 57 88 54 76 52 185 53 887 60 73 70 83 79 99 61
leaf_count=97 96 52 80 57 57 88 54 76 52 185 53 887 60 73 70 83 79 99 61
internal_value=0 0.00389803 0.00731466 0.00452256 0.00507863 0.00556959 0.00775469 0.00797749 0.00770097 0.00797591 0.00827779 0.00867201 0.00424354 0.0079556 0.00961484 0.00348107 0.00549496 0.00179879 0.004555
internal_weight=0 814 1545 762 705 648 1448 1394 1314 1262 1186 1072 417 231 158 357 162 195 114
internal_count=2359 814 1545 762 705 648 1448 1394 1314 1262 1186 1072 417 231 158 357 162 195 114
is_linear=0
shrinkage=0.16829


Tree=8069
num_leaves=25
num_cat=0
split_feature=12 2 2 2 51 2 0 12 2 156 2 0 0 0 0 159 474 474 52 52 48 12 42 0
split_gain=5.83243 2.10739 1.07023 1.12323 0.519953 0.469445 0.414661 0.405755 0.309255 0.159488 0.144944 0.227471 0.171957 0.141564 0.126705 0.113664 0.0929015 0.0845454 0.0780989 0.0982275 0.070478 0.0878896 0.0446929 0.00758138
threshold=0.077755000000000005 0.13538500000000001 0.10859000000000001 0.064660000000000009 -0.09193999999999998 0.093255000000000018 -0.068669999999999995 0.099815000000000015 0.14106500000000002 0.087045000000000011 0.088745000000000004 -0.096374999999999975 -0.10023499999999998 -0.14582499999999995 -0.14310999999999999 0.065430000000000016 0.084075000000000011 0.023345000000000001 -0.070104999999999987 0.061255000000000011 0.090720000000000009 0.08784500000000002 0.08400500000000001 -0.072174999999999975
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 7 3 6 -5 -6 -1 9 13 10 12 -12 -2 -4 -7 17 22 -14 -9 -20 21 -13 -11 -21
right_child=1 -3 8 4 5 14 -8 18 -10 16 11 20 15 -15 -16 -17 -18 -19 19 23 -22 -23 -24 -25
leaf_value=0.0010145511706609819 0.0015850272873488963 0.0006870990162522871 0.00074227990356598602 0.0014618429161114129 0.0013143119968226007 0.00084541374550320598 0.00064986208083982265 0.0013172006438420297 0.00062583644831516933 0.0013985243403341879 0.0011541420742869741 0.0015077897114741715 0.0013914340491065578 0.00094551574352146268 0.0010802559417970154 0.0012460360904357089 0.0011606433463910906 0.0015360234628694811 0.0011081097911446282 0.0012946024286305733 0.0012416893897977221 0.0013540286725851061 0.001251197646491953 0.0012177745880231911
leaf_weight=65 56 56 63 61 71 52 73 81 91 55 72 54 610 101 53 59 63 53 94 59 52 256 52 57
leaf_count=65 56 56 63 61 71 52 73 81 91 55 72 54 610 101 53 59 63 53 94 59 52 256 52 57
internal_value=0 0.00131807 0.000946957 0.00105937 0.00119751 0.00110569 0.000821891 0.00133917 0.000781499 0.00136298 0.00137659 0.00132678 0.00140433 0.000867658 0.000964289 0.00139026 0.00126572 0.00140305 0.00122597 0.00119061 0.00136102 0.00138093 0.00132726 0.00125715
internal_weight=0 1729 630 375 237 176 138 1673 255 1382 1212 434 778 164 105 722 170 663 291 210 362 310 107 116
internal_count=2359 1729 630 375 237 176 138 1673 255 1382 1212 434 778 164 105 722 170 663 291 210 362 310 107 116
is_linear=0
shrinkage=0.0032998


Tree=8070
num_leaves=23
num_cat=0
split_feature=1 1 12 124 4 4 0 4 4 0 49 0 13 1 12 0 4 12 13 1456 1 42
split_gain=18.0647 2.5852 2.49484 1.79738 0.640737 0.4297 0.36003 0.346992 0.314216 0.349771 0.221522 0.525505 0.214332 0.209245 0.205525 0.195382 0.115399 0.104799 0.102706 0.101128 0.0870214 0.0582322
threshold=0.10423500000000001 0.13554500000000003 0.087545000000000026 -0.080389999999999989 0.043850000000000007 0.080165000000000014 -0.079119999999999982 0.094510000000000025 -0.44205499999999992 -0.037794999999999995 -0.014169999999999999 -0.14151499999999997 -0.052454999999999995 0.085720000000000005 0.083705000000000016 -0.11208499999999998 -0.016339999999999997 -0.06202499999999999 -0.042924999999999998 0.083870000000000014 0.11846000000000002 0.087865000000000013
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 7 -1 6 -4 10 17 -8 16 13 -12 -3 -5 -13 -6 18 -2 -10 -16 -9 -17
right_child=1 12 5 4 15 -7 8 20 9 -11 11 14 -14 -15 19 21 -18 -19 -20 -21 -22 -23
leaf_value=0.00065854545830451583 0.00015661738800344202 -3.9040545226903372e-05 0.0010993012283392618 0.001230818256156259 0.0011618389786537903 0.00071575626397966637 0.0013032570956786507 0.00059828706800234602 0.001204800734803513 0.00083734752959869953 0.0015285430799047213 0.0010313077470122869 0.00022105294704394607 0.00094863204942462209 0.0012365781446237764 0.0010122648161188228 0.00098149684593354207 0.00036009949063048948 0.0010766872753025924 0.0013667892074255316 0.00041373569063194907 0.00087901441854515742
leaf_weight=75 56 79 85 67 74 52 98 65 187 52 74 52 61 53 696 89 52 56 120 78 52 71
leaf_count=75 56 79 85 67 74 52 98 65 187 52 74 52 61 53 696 89 52 56 120 78 52 71
internal_value=0 0.000455682 0.000601571 0.00115991 0.00118122 0.000953979 0.00120595 0.000390588 0.00113348 0.00109291 0.00124208 0.00126013 7.40343e-05 0.00110648 0.00123604 0.00101944 0.00112983 0.000258673 0.00115484 0.00124975 0.000516565 0.000953355
internal_weight=0 506 366 1838 1763 137 1529 229 509 411 1020 900 140 120 826 234 359 112 307 774 117 160
internal_count=2344 506 366 1838 1763 137 1529 229 509 411 1020 900 140 120 826 234 359 112 307 774 117 160
is_linear=0
shrinkage=0.0032998


Tree=8071
num_leaves=20
num_cat=0
split_feature=1 10 16 12 12 52 2 2 52 4 49 1 1204 133 49 51 16 16 1
split_gain=0.301964 0.142384 0.103895 0.170558 0.262653 0.153482 0.110884 0.207842 0.0927582 0.0853348 0.068463 0.0639789 0.060522 0.0465249 0.0471858 0.0527337 0.0365588 0.0990535 0.011865
threshold=0.12007000000000002 -0.0069899999999999988 -0.42618999999999996 0.083425000000000013 0.078515000000000015 0.0043000000000000009 0.091070000000000012 -0.0091949999999999983 -0.070529999999999995 0.06301000000000001 -0.046739999999999997 0.082265000000000019 -0.079429999999999987 -0.43714999999999993 0.11580500000000001 -0.14761999999999997 -0.41163499999999992 0.024125000000000004 0.10312500000000001
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 10 4 5 6 7 -4 18 12 -1 -12 -5 -14 15 -15 -3 -18 -8
right_child=1 16 3 9 -6 -7 8 -9 -10 -11 11 -13 13 14 -16 -17 17 -19 -20
leaf_value=0.0058910136440248999 -0.0070185420670251094 -0.00016093926915938331 -0.0010797241566154752 0.0037721474836273279 -0.0074242493636366884 0.012465481387073868 0.0016423771882513761 0.01238104591395997 -0.0051706688978624708 0.0023075341820897365 0.0089570878158027993 0.016885776007190448 0.012990682847717169 0.013119003764054437 0.0032350630251900595 0.0078671760840350775 0.0096296988484761703 0.00017858168342290391 0.0052346513627022856
leaf_weight=53 52 71 53 100 53 68 55 83 53 86 55 64 54 58 60 1146 59 68 53
leaf_count=53 52 71 53 100 53 68 55 83 53 86 55 64 54 58 60 1146 59 68 53
internal_value=0 0.000808433 0.00700476 0.00664777 0.00363227 0.00524266 0.00358291 0.00712209 0.000582123 0.00748466 0.0109834 0.0132364 0.00779738 0.00810142 0.00789113 0.00812166 0.00287308 0.0045834 0.00342189
internal_weight=0 250 2094 1922 418 365 297 136 161 1504 172 119 1418 1318 1264 1204 198 127 108
internal_count=2344 250 2094 1922 418 365 297 136 161 1504 172 119 1418 1318 1264 1204 198 127 108
is_linear=0
shrinkage=0.16829


Tree=8072
num_leaves=12
num_cat=0
split_feature=40 3 1447 457 9 150 3 13 3 156 48
split_gain=0.174368 0.14312 0.10108 0.0759911 0.0691088 0.0832018 0.0842756 0.240374 0.201574 0.03574 0.0385536
threshold=0.051255000000000002 0.32329500000000005 -0.086254999999999984 0.097135000000000013 -1.0000000180025095e-35 0.083295000000000022 -0.14443999999999999 0.06301000000000001 -0.10237999999999998 0.086945000000000008 0.085510000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -8 10 -7
right_child=-2 -3 3 -5 5 9 8 -9 -10 -11 -12
leaf_value=0.011567203884090868 -0.0038975523597390275 -0.0031982668325741914 -0.00071999933153724528 0.011050614468411331 0.017375156619657179 -0.0023145385716331198 -0.0023565051112595741 0.0043821984922820011 0.0059082844637617215 0.0057392173000559658 0.0030983237070102538
leaf_weight=81 57 52 52 68 66 61 88 105 1556 63 95
leaf_count=81 57 52 52 68 66 61 88 105 1556 63 95
internal_value=0 0.00550755 0.0057109 0.00548985 0.00530771 0.0054627 0.00583725 0.00940753 0.00546479 0.00235034 0.000970239
internal_weight=0 2287 2235 2154 2086 2034 1815 171 1644 219 156
internal_count=2344 2287 2235 2154 2086 2034 1815 171 1644 219 156
is_linear=0
shrinkage=0.16829


Tree=8073
num_leaves=17
num_cat=0
split_feature=4 2 123 150 43 15 15 4 15 481 4 49 2 51 1213 1447
split_gain=9.74503 2.47517 1.74568 0.599509 0.53864 0.326511 0.403477 0.322847 0.319738 0.253905 0.232116 0.21235 0.102048 0.0933021 0.108365 0.0638487
threshold=0.30163500000000004 0.13106000000000004 0.081180000000000016 0.083295000000000022 -0.015804999999999996 0.082725000000000007 -0.15614499999999998 0.59999500000000017 -0.42759999999999992 -0.064254999999999993 0.41939500000000002 -0.0024349999999999992 0.088885000000000006 0.045645000000000005 -0.10863999999999999 -0.010529999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 -2 -8 -10 -11 -4 14 -7 -16
right_child=7 -3 12 4 -6 13 9 -9 10 11 -12 -13 -14 -15 15 -17
leaf_value=0.0012568951084304932 0.00050772806820736059 0.00045062000942036026 0.00045826945068466512 0.00097481756645793037 0.00060095412333520534 0.00093522316563464359 0.0011257997370973214 5.7379747106347484e-05 0.00036231502404294189 0.0010687218896951835 6.7623323362745366e-05 0.00091501515832729011 0.0006686613161001868 0.0011762718421493028 0.0011555060796909413 0.0010577376392866707
leaf_weight=54 72 101 52 101 73 75 92 61 64 120 54 625 52 87 94 567
leaf_count=54 72 101 52 101 73 75 92 61 64 120 54 625 52 87 94 567
internal_value=0 0.000955218 0.000980785 0.00100374 0.000818169 0.00102255 0.00097832 0.000266941 0.000334035 0.000960305 0.000227755 0.000939821 0.000563804 0.0010704 0.00105784 0.00107169
internal_weight=0 2093 1992 1888 174 1714 891 251 190 837 118 745 104 823 736 661
internal_count=2344 2093 1992 1888 174 1714 891 251 190 837 118 745 104 823 736 661
is_linear=0
shrinkage=0.0032998


Tree=8074
num_leaves=25
num_cat=0
split_feature=1 1 12 124 2 15 2 4 1 1 43 12 12 16 15 12 1 16 15 16 15 43 4 12
split_gain=12.0248 2.24737 1.47508 1.18165 0.41717 0.675568 0.353165 0.309716 0.2776 0.234505 0.286746 0.207547 0.19207 0.204424 0.244782 0.507906 0.173501 0.169329 0.117862 0.0785577 0.12483 0.102427 0.0854659 0.0165317
threshold=0.10423500000000001 0.12450500000000002 0.087545000000000026 -0.080389999999999989 0.14234000000000005 -0.16448999999999997 0.11891500000000001 -0.0068249999999999986 0.089625000000000024 0.090905000000000014 -0.079109999999999986 0.093995000000000009 0.091475000000000015 0.081265000000000018 -0.13309999999999997 0.083425000000000013 0.11189500000000001 -0.034884999999999992 -0.010999999999999998 -0.073309999999999986 -0.066639999999999991 -0.071899999999999978 -0.0072499999999999995 0.095175000000000023
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 16 -1 5 -3 8 -4 12 -10 -11 17 13 14 -5 -16 -2 -12 -15 22 -21 -22 23 -14
right_child=1 4 7 6 -6 -7 -8 -9 9 10 11 -13 19 18 15 -17 -18 -19 -20 20 21 -23 -24 -25
leaf_value=0.00083089013624899313 0.00054816179385953694 0.00031741092762219657 0.0013233025294419225 0.0015025068475443271 0.00022784233992580768 0.00080952376325538449 0.0010262852817262756 0.00097871692876612339 0.00097165704114666313 0.00099651730244742858 0.0012522082563334556 0.0011453524822766872 0.0012865371710805728 0.001336906199439137 0.0010816160582603938 0.0013135263052546922 0.00075771701508731127 0.0015071805163336264 0.0015666652869430978 0.0013164239966947388 0.0010247855299943332 0.0011994411942613801 0.0011810332415723675 0.0013882995062132742
leaf_weight=75 83 72 54 59 87 53 72 63 53 53 70 86 52 53 123 695 94 52 52 57 64 101 67 54
leaf_count=75 83 72 54 59 87 53 72 63 53 53 70 86 52 53 123 695 94 52 52 57 64 101 67 54
internal_value=0 0.000663305 0.000850157 0.00123793 0.000404015 0.000526349 0.00125523 0.00113806 0.00126496 0.0011751 0.00121628 0.00127211 0.00128542 0.00131064 0.00129379 0.0012787 0.00065965 0.00136117 0.00145103 0.00122263 0.00117944 0.00113191 0.00127785 0.00133871
internal_weight=0 506 294 1838 212 125 1763 117 1691 314 261 208 1377 982 877 818 177 122 105 395 222 165 173 106
internal_count=2344 506 294 1838 212 125 1763 117 1691 314 261 208 1377 982 877 818 177 122 105 395 222 165 173 106
is_linear=0
shrinkage=0.0032998


Tree=8075
num_leaves=26
num_cat=0
split_feature=3 2 2 1456 1447 13 42 2 42 12 12 151 3 3 15 16 16 39 13 13 3 12 12 12 16
split_gain=0.270027 0.124719 0.156847 0.111747 0.0777728 0.0831468 0.0684741 0.0686145 0.097324 0.0885503 0.0839794 0.0577787 0.0765128 0.130676 0.126075 0.052241 0.123649 0.0520508 0.0484564 0.0363891 0.0384333 0.0366834 0.032118 0.027515 0.0268267
threshold=-0.022604999999999997 -0.0091949999999999983 0.13538500000000001 -0.15308499999999997 -0.079809999999999978 -0.085764999999999994 -0.10071499999999999 0.090000000000000011 0.079170000000000004 0.083715000000000026 0.087245000000000003 -0.087864999999999985 0.12745000000000004 0.10323000000000002 -1.0000000180025095e-35 -0.0037949999999999993 0.15050500000000003 0.085095000000000018 -0.11122999999999998 -0.081029999999999977 -0.085754999999999984 0.093995000000000009 0.097755000000000022 0.097360000000000016 -0.010574999999999999
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 11 -1 5 -5 24 9 10 -8 -9 -3 13 14 17 22 -17 -13 -4 20 -11 -21 -10 -12 -6
right_child=1 2 18 4 6 -7 7 8 15 19 23 12 -14 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.0003818234828327042 -0.002840173162692256 0.011301789259198856 0.0027679724231706618 0.0066039173882295162 0.01394434778370178 0.015347779082563044 0.013502735175364945 -0.0023740377145365786 0.0079115154759503755 0.0022545080854824576 0.0072681707828957196 3.4448535952387334e-06 0.010625311653704185 -0.0031976186176741936 0.01221824045893743 -0.0011436056718569522 0.0089738293678418637 0.0066592112468428838 -0.0041889110027923939 0.0096471786673638735 0.0071413255634066941 0.0064386013376341441 0.012424080929944533 0.0031958343204890288 0.0087210095849860579
leaf_weight=58 77 53 52 52 63 79 83 56 141 57 86 73 61 56 63 54 92 62 62 324 253 153 69 109 55
leaf_count=58 77 53 52 52 63 79 83 56 141 57 86 73 61 56 63 54 92 62 62 324 253 153 69 109 55
internal_value=0 0.00343482 0.00444099 0.00768027 0.00792448 0.0118906 0.00759761 0.00728263 0.00589898 0.00824594 0.00334846 0.00613134 0.00525569 0.00395906 0.00599225 0.00769219 0.00521946 0.00307348 -0.000999836 0.00768926 0.00624858 0.00862178 0.00940277 0.00500105 0.011525
internal_weight=0 559 482 1784 1726 131 1595 1477 607 870 251 368 315 254 198 356 146 135 114 787 310 477 210 195 118
internal_count=2343 559 482 1784 1726 131 1595 1477 607 870 251 368 315 254 198 356 146 135 114 787 310 477 210 195 118
is_linear=0
shrinkage=0.16829


Tree=8076
num_leaves=18
num_cat=0
split_feature=1 3 1 40 147 2 2 41 1 159 1 3 2 3 1456 159 1
split_gain=4.60283 1.17508 0.502894 0.399612 0.364564 0.29409 0.239169 0.19463 0.144805 0.133372 0.15081 0.131902 0.136788 0.120249 0.107417 0.100259 0.089097
threshold=0.10538500000000002 -0.058704999999999993 0.13554500000000003 -0.010334999999999999 0.087210000000000024 0.11444000000000001 0.11827500000000002 0.07677500000000001 0.092810000000000017 0.083310000000000009 0.11771500000000001 -0.22740999999999997 0.089690000000000006 0.25468500000000005 -0.0083149999999999977 0.08573500000000002 0.11551000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 9 8 6 16 7 11 -1 10 -3 -5 14 -4 -13 -14 -2
right_child=1 2 13 4 -6 -7 -8 -9 -10 -11 -12 12 15 -15 -16 -17 -18
leaf_value=0.0007028212172457707 0.0008490225501690613 0.00052962461767915253 0.00023520312528348369 0.00096367705769402981 0.00052764715187870038 0.00046112065616548493 0.0006176345616608316 0.00099130510220524454 0.00045802048936156555 0.00025940326069757221 0.00032277073037582736 0.0007120428684118591 0.00073023082910713246 2.0104181149825337e-05 0.00082757816886206098 0.00087292989731552401 0.00065251607617892906
leaf_weight=53 52 96 56 52 58 62 80 60 55 58 66 103 461 58 855 64 54
leaf_count=53 52 96 56 52 58 62 80 60 55 58 66 103 461 58 855 64 54
internal_value=0 0.00041783 0.000304403 0.000774462 0.000786656 0.000643125 0.000795603 0.000804507 0.00057848 0.000396649 0.000445568 0.000797183 0.000791321 0.000126076 0.000815193 0.000747694 0.000749248
internal_weight=0 502 334 1841 1733 168 1675 1595 108 220 162 1535 1483 114 958 525 106
internal_count=2343 502 334 1841 1733 168 1675 1595 108 220 162 1535 1483 114 958 525 106
is_linear=0
shrinkage=0.0032998


Tree=8077
num_leaves=27
num_cat=0
split_feature=1 52 1 123 2 2 52 2 160 52 52 160 52 16 42 4 1 52 4 403 52 484 43 43 16 1
split_gain=5.99686 1.42035 0.89647 0.496567 0.317087 0.315478 0.167962 0.259889 0.135983 0.192207 0.123977 0.105945 0.139737 0.304227 0.151117 0.119327 0.0971793 0.0949926 0.100681 0.0776493 0.126954 0.069875 0.0361407 0.0682912 0.0341526 0.0214486
threshold=0.104035 -0.41304999999999997 0.12419000000000001 0.081990000000000021 0.092155000000000015 0.10472500000000001 -0.060549999999999993 0.14234000000000005 0.0065900000000000012 -0.082554999999999976 -0.067394999999999983 0.025410000000000002 0.022635000000000006 0.40052000000000004 0.088060000000000013 -0.0073899999999999999 0.11323000000000001 0.11110500000000002 -0.049744999999999991 -0.092714999999999978 0.08257500000000001 0.068975000000000009 -0.083154999999999993 -0.14265999999999998 -0.0094449999999999968 0.091845000000000024
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=3 -2 5 4 8 -3 -4 -8 19 -10 -7 12 13 14 -6 -13 -12 -14 -19 20 -1 22 23 -21 -23 -24
right_child=1 2 6 -5 11 10 7 -9 9 -11 16 15 17 -15 -16 -17 -18 18 -20 21 -22 24 25 -25 -26 -27
leaf_value=0.0011080903402592335 0.00099196817674426286 0.00071318464063538725 0.00011635832326519728 0.00061116059255598618 0.00058597049067644566 0.00035647788393219785 0.00044688761852104247 0.00016203783201517954 0.00094069109322431012 0.00068377453458798602 0.00064212532428758887 0.0010449897024845129 0.00097240268203765913 0.00091144708715795914 0.00080320113302911769 0.00083876365295860935 0.00043868629406722991 0.00074313517894749681 0.00092018049949446515 0.0009046526692670807 0.00092364965910993798 0.00092737173105994692 0.00094599077682348441 0.0010588781370942501 0.000819139663353094 0.00088351404227957476
leaf_weight=84 55 93 59 67 94 64 83 61 78 56 54 55 78 92 58 77 52 79 69 56 87 66 462 88 84 92
leaf_count=84 55 93 59 67 94 64 83 61 78 56 54 55 78 92 58 77 52 79 69 56 87 66 462 88 84 92
internal_value=0 0.000489968 0.000430643 0.000891602 0.000902288 0.00055792 0.000265574 0.000326467 0.000934611 0.000833586 0.000472774 0.000840321 0.000816476 0.000760617 0.000669093 0.000924958 0.000542657 0.000876628 0.000825915 0.000947861 0.00101446 0.000934391 0.000948823 0.000999146 0.000866997 0.000935679
internal_weight=0 521 466 1822 1755 263 203 144 1153 134 170 602 470 244 152 132 106 226 148 1019 171 848 698 144 150 554
internal_count=2343 521 466 1822 1755 263 203 144 1153 134 170 602 470 244 152 132 106 226 148 1019 171 848 698 144 150 554
is_linear=0
shrinkage=0.0032998


Tree=8078
num_leaves=16
num_cat=0
split_feature=1 1 3 124 16 3 52 3 3 3 4 13 43 16 403
split_gain=6.10665 1.04266 0.603784 0.502398 0.452723 0.314057 0.184375 0.213159 0.152597 0.16409 0.204175 0.156712 0.135039 0.12641 0.117848
threshold=0.11846000000000002 0.10396500000000002 0.31840500000000005 -0.076779999999999987 0.12292000000000002 -0.058704999999999993 -0.067799999999999985 -0.008649999999999998 0.091170000000000015 -0.016164999999999995 0.053255000000000004 -0.10278499999999999 -0.024279999999999996 -0.13644999999999999 -0.53830999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 6 -2 -3 -8 9 10 11 -5 -7 -12 -13
right_child=2 4 -4 8 -6 12 7 -9 -10 -11 13 14 -14 -15 -16
leaf_value=0.00057342386946129603 0.00056360813678462058 0.00039317858258869598 0 0.0010424883754398212 0.00086905180331203259 0.00019624377291219163 0.00073012759318647911 0.00046423255360652279 0.00072232395112873922 0.00099321668363595655 0.00082483940325507067 0.0010154575660074093 0.00040624344383436377 0.00064154897935893589 0.0008514577304572675
leaf_weight=74 63 64 63 54 60 83 74 61 96 98 95 52 57 77 1272
leaf_count=74 63 64 63 54 60 83 74 61 96 98 95 52 57 77 1272
internal_value=0 0.000813223 0.000281985 0.000841182 0.000616833 0.000369566 0.000540611 0.000610243 0.000852524 0.000860087 0.000851647 0.000865184 0.000281995 0.00074299 0.000857925
internal_weight=0 2077 266 1818 259 203 199 135 1744 1648 1550 1378 140 172 1324
internal_count=2343 2077 266 1818 259 203 199 135 1744 1648 1550 1378 140 172 1324
is_linear=0
shrinkage=0.0032998


Tree=8079
num_leaves=15
num_cat=0
split_feature=1 147 3 1456 1212 403 1375 457 2 51 1 1212 2 2
split_gain=0.346683 0.162678 0.10329 0.0759298 0.0791459 0.123221 0.0643382 0.0837316 0.0619461 0.0601669 0.0488739 0.0461328 0.0312563 0.0281865
threshold=0.11869500000000001 0.089365000000000014 -0.062184999999999997 -0.15308499999999997 0.037395000000000005 -0.097479999999999997 0.08517000000000001 -0.078789999999999985 -0.023999999999999997 0.12478000000000002 0.13891000000000003 0.10761500000000002 0.08708500000000001 0.13106000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 7 -5 -9 -10 13 12 -7 -4
right_child=2 -3 10 4 5 11 -8 8 9 -11 -12 -13 -14 -15
leaf_value=0.0023680680982592728 0.0073902288155780777 -0.0002197120510885158 -0.0011187306064947601 0.01297221635577993 0.017216689635479333 0.0092658217708459015 0.0022917456265886408 0.013385005586706914 0.0072828572358805384 0.012092398973526023 -0.0035698193976501261 0.012771551173689985 0.0037388910993082793 0.0041930814690387336
leaf_weight=65 60 69 52 93 68 68 58 54 1420 79 87 56 53 61
leaf_count=65 60 69 52 93 68 68 58 54 1420 79 87 56 53 61
internal_value=0 0.00778992 0.00126403 0.00806522 0.0082543 0.0111003 0.00784406 0.00803861 0.00774201 0.00753753 -0.000564852 0.00874032 0.00685978 0.00173281
internal_weight=0 2083 260 2014 1949 245 1704 1646 1553 1499 200 177 121 113
internal_count=2343 2083 260 2014 1949 245 1704 1646 1553 1499 200 177 121 113
is_linear=0
shrinkage=0.16829


Tree=8080
num_leaves=16
num_cat=0
split_feature=13 11 123 160 11 16 43 48 0 43 16 133 0 16 124
split_gain=0.147166 0.128742 0.110854 0.0996943 0.0787392 0.119927 0.0686099 0.0627495 0.109391 0.0921281 0.0640602 0.0858252 0.072644 0.0375456 0.02708
threshold=-0.10899499999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.083410000000000026 0.094350000000000003 0.58936500000000003 0.10183500000000002 0.093265000000000015 -0.08095999999999999 -0.23596999999999999 -0.076489999999999989 -0.0082649999999999998 0.047740000000000012 -0.051934999999999995 -0.082135
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 14 5 7 -1 9 13 -2 11 -11 -12 -9 -4
right_child=2 -3 3 -5 -6 -7 -8 8 -10 10 12 -13 -14 -15 -16
leaf_value=-0.0037166989838905268 0.011602808014464767 0.0079359447017488711 -0.0032756227303594129 0.0080144650290678385 0.012847167128507692 -0.0016903907018324892 0.0037268773102176484 0.0031233216868480095 -0.003035359474645007 0.005589518669016272 0.0049726848056236561 0.0092923210774621488 0.011120222389496708 0.009555815503250643 0.0017310945017570268
leaf_weight=103 103 61 60 53 52 53 53 53 53 337 801 383 59 52 62
leaf_count=103 103 61 60 53 52 53 53 53 53 337 801 383 59 52 62
internal_value=0 0.00137695 0.00598929 0.00191747 0.00635454 0.00617534 -0.00117628 0.00640276 0.00317446 0.00670476 0.00638432 0.0075617 0.00539652 0.00632605 -0.000716499
internal_weight=0 217 2121 175 1946 1894 156 1841 158 1683 1580 720 860 105 122
internal_count=2338 217 2121 175 1946 1894 156 1841 158 1683 1580 720 860 105 122
is_linear=0
shrinkage=0.16829


Tree=8081
num_leaves=20
num_cat=0
split_feature=3 12 13 16 12 49 12 12 475 49 159 151 1447 3 475 52 13 12 12
split_gain=0.143708 0.0769845 0.126571 0.0905795 0.0791003 0.0672266 0.0988435 0.0809894 0.0629836 0.170714 0.150059 0.0957778 0.0694797 0.119889 0.045989 0.031565 0.0308085 0.0228793 0.0186115
threshold=0.32329500000000005 -0.007389999999999999 -0.0078949999999999975 -0.49181999999999998 0.082530000000000006 0.08610000000000001 0.090310000000000015 0.086395000000000013 -0.011519999999999997 -0.011779999999999997 0.04105000000000001 -0.086379999999999985 -0.085804999999999979 -0.14906999999999998 -0.083389999999999978 -0.14715499999999998 -0.062109999999999992 0.083705000000000016 -0.090239999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 -3 8 7 17 9 -5 14 -10 -13 -14 -11 -8 18 -7 -1
right_child=-2 3 -4 5 -6 6 15 -9 11 10 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0049223812176841181 -0.0033500593700983967 -0.0034448056828141494 -0.0033933945720118707 0.0099971554331613529 0.0048901397164546742 0.010133554121762801 0.0077452261923369476 0.015356570592014698 -0.00083190008128082853 0.0056158435883907299 -0.0077459736534363482 -5.104662667277552e-05 0.012010662871590926 0.0056009012369713862 -0.0008524275175874577 0.0027649602173817301 0.0072517410386685015 0.0052426773568536424 0.00050257625055653507
leaf_weight=56 62 62 81 64 67 57 58 62 64 76 52 54 90 1097 52 100 74 56 54
leaf_count=56 62 62 81 64 67 57 58 62 64 76 52 54 90 1097 52 100 74 56 54
internal_value=0 0.00484494 0.00213718 0.00520086 0.00087027 0.00549674 0.00767632 0.0104394 0.00502702 0.00253159 -0.000112849 0.00549223 0.00581982 0.00608841 0.00297407 0.00460453 0.0045816 0.00772566 0.00276899
internal_weight=0 2276 265 2011 129 1882 333 175 1549 244 180 1305 1241 1187 128 158 184 113 110
internal_count=2338 2276 265 2011 129 1882 333 175 1549 244 180 1305 1241 1187 128 158 184 113 110
is_linear=0
shrinkage=0.16829


Tree=8082
num_leaves=23
num_cat=0
split_feature=2 0 49 15 2 52 15 15 2 1212 402 9 2 1213 403 2 1 402 2 15 1 12
split_gain=0.140199 0.122792 0.139922 0.120415 0.118567 0.107189 0.0771047 0.078919 0.0733241 0.0660839 0.103047 0.0717864 0.17624 0.0793446 0.133262 0.0641126 0.0961097 0.0616454 0.0398167 0.0341664 0.0134985 0.00820748
threshold=0.10124000000000001 0.12411500000000002 -0.057024999999999992 -0.085064999999999988 0.10699500000000002 -0.11044 -0.082179999999999989 -0.0090649999999999984 0.11366500000000002 -0.009474999999999999 0.099740000000000009 0.037245000000000007 -1.0000000180025095e-35 -0.0068949999999999992 -0.088434999999999986 0.14363500000000004 0.10342000000000001 0.085575000000000026 0.12992500000000004 0.089050000000000004 0.11654500000000001 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 15 -5 6 -1 21 -6 19 11 12 -11 14 -14 16 -4 -15 -10 -7 -18 -8
right_child=1 -3 3 4 8 9 7 -9 18 10 -12 -13 13 17 -16 -17 20 -19 -20 -21 -22 -23
leaf_value=0.01322594332199278 -0.0036898397690138716 -0.0058245746284225162 0.0044423221723533593 -0.0010819541642434042 0.012264616474175231 0.0096742542219557873 0.0046535833355999066 0.010255740413701931 0.0029497225146220122 -0.0054856347791544646 -0.0020853566534819795 0.0097439980600411147 -0.0056213104510154481 0.0044986586157501835 0.0041594668478252802 0.0057851023003958066 -0.0059441114851913569 0.0098575214702278681 0.008730048907103315 0.0042585097267701317 -0.0020748613126402131 0.0016453863711309597
leaf_weight=59 89 56 59 53 70 86 56 79 77 55 81 61 58 882 123 52 53 66 62 56 53 52
leaf_count=59 89 56 59 53 70 86 56 79 77 55 81 61 58 882 123 52 53 66 62 56 53 52
internal_value=0 0.00168449 0.00242798 0.00356844 0.00599759 0.00463576 0.00789465 0.00620298 0.00780147 0.00408842 0.00371625 0.00409515 0.0038026 0.00425668 0.00101537 0.000627282 -0.000987325 0.00487364 0.00554092 0.00755112 -0.00402644 0.00322183
internal_weight=0 624 568 479 262 1714 246 187 209 1468 1326 1245 1184 1129 181 217 165 948 139 142 106 108
internal_count=2338 624 568 479 262 1714 246 187 209 1468 1326 1245 1184 1129 181 217 165 948 139 142 106 108
is_linear=0
shrinkage=0.16829


Tree=8083
num_leaves=21
num_cat=0
split_feature=4 133 4 4 1212 42 42 12 12 448 49 12 4 4 49 43 13 4 12 43
split_gain=0.15045 0.107283 0.0620876 0.0981296 0.0584383 0.108937 0.155552 0.0659793 0.143009 0.0731372 0.107025 0.101038 0.106347 0.105247 0.0675153 0.111028 0.0559745 0.0538495 0.0474099 0.0427909
threshold=0.26665000000000005 0.085435000000000025 0.50569000000000008 0.40945500000000007 0.041590000000000009 0.090945000000000012 -0.0015249999999999999 -1.0000000180025095e-35 -0.082514999999999991 -0.050549999999999991 -0.0081349999999999981 0.093225000000000016 -0.50215999999999983 0.012315000000000001 -0.091004999999999989 -0.085594999999999991 -0.0044799999999999987 -0.17689999999999997 -0.092124999999999985 -0.079854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 6 16 8 18 -9 14 12 -12 -14 -11 -16 -6 -13 -1 -19
right_child=1 -3 -4 -5 5 -7 -8 9 -10 10 11 17 13 -15 15 -17 -18 19 -20 -21
leaf_value=0.0013348862122598076 -0.0052351884985491455 0.0056952480546191425 -0.0054653912530647176 0.00444416712383882 0.0065892409960200222 0.00805248699003068 -0.0060190649464012197 0.010458421526716513 -0.0058766333573659233 0.0047261451996382141 0.012825082637171362 -0.0017127605088928773 0.004629300461089763 0.010551949453540444 0.0044869648916405136 -0.0046070796108505455 -0.00014066910129590036 0.0063443649242950822 0.0078093295459066734 0.0024291345865446717
leaf_weight=75 52 62 95 69 69 56 83 55 58 88 59 64 672 98 62 98 70 111 57 285
leaf_count=75 52 62 95 69 69 56 83 55 58 88 59 64 672 98 62 98 70 111 57 285
internal_value=0 -0.000467239 -0.00224442 0.000269596 0.00369793 0.0014186 -0.000246719 0.00405251 0.00107581 0.00440664 0.00418891 0.00480525 0.00591707 0.00538543 0.000978221 -0.00107191 0.00318715 0.00279763 0.00414428 0.00353112
internal_weight=0 278 216 121 2060 278 222 1782 190 1592 1537 1289 829 770 248 160 139 460 132 396
internal_count=2338 278 216 121 2060 278 222 1782 190 1592 1537 1289 829 770 248 160 139 460 132 396
is_linear=0
shrinkage=0.16829


Tree=8084
num_leaves=23
num_cat=0
split_feature=1 3 15 124 1 14 3 3 16 3 124 16 16 16 3 0 13 475 13 1 157 15
split_gain=8.23283 1.14782 0.596803 0.558671 0.450485 0.39203 0.427479 0.3215 0.238477 0.176679 0.171264 0.168468 0.134628 0.105611 0.329902 0.156946 0.0821641 0.0948017 0.155443 0.0649589 0.0367518 0.0284018
threshold=0.10282000000000001 -0.036004999999999988 -0.14899999999999999 -0.076779999999999987 0.13584500000000002 0.062655000000000016 -0.12077499999999998 0.045635000000000002 0.0031900000000000006 -0.079724999999999976 -0.084284999999999985 0.40052000000000004 0.19578000000000004 -0.055679999999999993 -0.055009999999999996 -0.11471499999999998 -0.091914999999999983 -0.082014999999999991 -0.083244999999999986 0.11374000000000002 -0.083944999999999978 -0.043644999999999996
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 -2 -1 7 6 8 10 -5 16 -3 -4 13 15 -15 -11 -8 20 -19 -9 -18 -14
right_child=1 4 11 5 -6 -7 9 19 -10 12 -12 -13 21 14 -16 -17 17 18 -20 -21 -22 -23
leaf_value=0.00064771605563825236 0.0003601983811088643 0.00044745803580501094 0.00066652775711575842 0.00058857658873306636 0.00017193953096432407 0.0012207051830624128 0.0008793869944277267 0.00065486807678278994 0.00090185807556246455 0.00073056554188256852 0.00018891471710887281 0.00087979062794930625 0.00087210815010225627 0.00091269610040609333 0.0012263816861777057 0.00093419530350251313 0.00083641801920883549 0.0010846958522320622 0.00097923328558673388 0.0004853103458439877 0.00096468095378202394 0.0007591102975453188
leaf_weight=68 55 55 98 55 103 59 77 52 53 52 58 72 52 131 52 240 54 222 555 52 59 64
leaf_count=68 55 55 98 55 103 59 77 52 53 52 58 72 52 131 52 240 54 222 555 52 59 64
internal_value=0 0.000479428 0.000660205 0.000942703 0.00035221 0.000954311 0.000944856 0.000437614 0.000742643 0.00095885 0.000315066 0.000757058 0.000913097 0.000938183 0.00100202 0.000898053 0.000986777 0.000996029 0.00100941 0.000570428 0.000903699 0.000810068
internal_weight=0 545 225 1793 320 1725 1666 217 108 1558 113 170 591 475 183 292 967 890 777 104 113 116
internal_count=2338 545 225 1793 320 1725 1666 217 108 1558 113 170 591 475 183 292 967 890 777 104 113 116
is_linear=0
shrinkage=0.0032998


Tree=8085
num_leaves=17
num_cat=0
split_feature=4 3 123 14 15 4 3 3 16 16 15 3 155 15 16 42
split_gain=5.36141 1.577 0.940299 0.515821 0.468468 0.332183 0.240175 0.268328 0.166211 0.109502 0.104722 0.0868392 0.0746916 0.0503681 0.0422009 0.0297548
threshold=0.30163500000000004 0.30112000000000005 1.0000000180025095e-35 0.076175000000000007 -0.18239999999999998 0.005935000000000001 -0.026769999999999999 0.092330000000000009 -0.14483499999999996 -0.12029499999999999 -0.18708499999999997 0.0051600000000000005 0.11245500000000001 -0.066639999999999991 -0.0093349999999999978 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 12 -8 10 15 11 -2 -6 -11 -4 -7
right_child=8 -3 14 -5 5 9 7 -9 -10 13 -12 -13 -14 -15 -16 -17
leaf_value=0.0011881409829174574 0.00037062218189923513 0.00029888307132812261 0.00064443234431216354 0.0011564500894951167 0.00089840730614712603 0.00089061005174279366 0.00060413785490652798 0.00089617164654754269 0.00018739304126802722 0.00076536776743258892 0.00027156467617928153 0.00054801410682809779 0.0010193160006343504 0.00065196870266045982 0.00051245860079002735 0.000781686321861974
leaf_weight=52 77 54 59 76 1256 83 66 74 59 129 58 52 63 73 56 53
leaf_count=52 77 54 59 76 1256 83 66 74 59 129 58 52 63 73 56 53
internal_value=0 0.000856465 0.000871207 0.000888557 0.000877527 0.000868519 0.000890276 0.00075875 0.000341249 0.000774503 0.000389603 0.000442402 0.000904209 0.000724561 0.000580473 0.000848421
internal_weight=0 2094 2040 1925 1849 1797 1459 140 246 338 187 129 1319 202 115 136
internal_count=2340 2094 2040 1925 1849 1797 1459 140 246 338 187 129 1319 202 115 136
is_linear=0
shrinkage=0.0032998


Tree=8086
num_leaves=14
num_cat=0
split_feature=4 15 15 4 3 11 14 376 3 43 43 158 4
split_gain=0.148648 0.182136 0.165552 0.0748292 0.0884277 0.0836551 0.0680152 0.0826697 0.0871576 0.0692326 0.0674588 0.0668663 0.0470298
threshold=0.36766000000000004 -0.41880499999999993 -0.14820999999999998 -0.21586499999999997 0.11372500000000001 0.085155000000000022 0.076175000000000007 0.048375000000000008 -0.10468499999999999 -0.097279999999999991 -0.22778999999999996 0.086925000000000016 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 5 6 12 7 8 10 -10 -5 -2 -4
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.01184024679648827 0.0068417314219122363 -0.005341240244103279 0.01195897775580739 0.0038550491055791983 -0.001705357788577238 0.0016851941728539038 0.0095749625869224805 -0.0020050511722816476 0.0082151892191572474 0.0043413391512214187 -0.0045974712145080698 -0.00066391884663046896 0.0058253622444170003
leaf_weight=91 93 95 92 55 70 52 69 59 146 1354 52 52 60
leaf_count=91 93 95 92 55 70 52 69 59 146 1354 52 52 60
internal_value=0 0.000378109 0.00480742 0.00448796 0.00414047 0.00755378 0.00437736 0.00416102 0.00438852 0.00471959 -0.000235927 0.00413766 0.00954963
internal_weight=0 240 2100 2009 1805 204 1735 1666 1607 1500 107 145 152
internal_count=2340 240 2100 2009 1805 204 1735 1666 1607 1500 107 145 152
is_linear=0
shrinkage=0.16829


Tree=8087
num_leaves=13
num_cat=0
split_feature=4 13 15 15 41 13 4 4 1446 156 1210 4
split_gain=0.102922 0.127951 0.230938 0.114417 0.0893916 0.0797704 0.115655 0.134532 0.0765706 0.0566078 0.0538583 0.0522828
threshold=0.36766000000000004 -0.15714499999999998 -0.42759999999999992 -0.14820999999999998 1.0000000180025095e-35 0.25694000000000006 -0.26545999999999997 -0.099704999999999974 0.088500000000000009 0.085320000000000021 -0.094799999999999982 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 9 -8 10 11 -9 -5
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=0.0098476543061634201 0.0075299423834144924 0.0037726245166399774 -0.0081061704128806544 0.013641658396455005 0.0089295647886800771 -0.0021132339228067576 -0.0051569235755164165 0.0084918738071687108 0.0084867527444823995 0.0040698460005246743 0.0030600306447896844 0.0062030264848564444
leaf_weight=91 54 99 87 58 90 69 52 54 84 74 1476 52
leaf_count=91 54 99 87 58 90 69 52 54 84 74 1476 52
internal_value=0 0.000311958 -0.00177393 0.00399895 0.00373314 0.00348849 0.00369839 0.00325432 0.00352642 0.00770943 0.00325292 0.0101415
internal_weight=0 240 186 2100 2009 1919 1850 1666 1614 184 1530 110
internal_count=2340 240 186 2100 2009 1919 1850 1666 1614 184 1530 110
is_linear=0
shrinkage=0.16829


Tree=8088
num_leaves=12
num_cat=0
split_feature=4 16 1 52 1446 1210 1213 11 52 1 4
split_gain=0.0871568 0.13467 0.0766183 0.0722848 0.057498 0.0587582 0.0583574 0.0479367 0.114422 0.0860052 0.02719
threshold=0.50373500000000015 -0.11118499999999999 0.13840500000000003 0.49868000000000007 0.088980000000000017 -0.099939999999999987 -0.112105 1.0000000180025095e-35 -0.0092149999999999992 0.10141500000000002 -0.010189999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 9 -9 -8 -5
right_child=1 -3 -4 10 -6 6 7 8 -10 -11 -12
leaf_value=0.0082129944036488742 0.0030050305739014139 -0.0076428384405394928 0.0092730325895183444 0.0096400960083314179 0.006905467244694148 -0.001559985638608568 0.0030176195833922542 0.0094224234514936906 0 -0.00022682237892115872 0.0043621079999175199
leaf_weight=53 89 54 59 62 96 94 1351 90 61 278 53
leaf_count=53 89 54 59 62 96 94 1351 90 61 278 53
internal_value=0 -0.00100328 0.00327509 0.00310874 0.00287395 0.00267218 0.00251451 0.00273069 0.00560852 0.00246283 0.00722325
internal_weight=0 143 2197 2138 2023 1927 1874 1780 151 1629 115
internal_count=2340 143 2197 2138 2023 1927 1874 1780 151 1629 115
is_linear=0
shrinkage=0.16829


Tree=8089
num_leaves=21
num_cat=0
split_feature=1 4 12 12 2 2 2 2 4 11 0 2 4 48 1 1 1446 51 1 4
split_gain=17.6437 2.85342 1.85475 1.59558 1.18715 0.389085 0.354111 0.241072 0.215089 0.186189 0.202375 0.198052 0.150027 0.13046 0.123801 0.123557 0.0970084 0.0929394 0.0599199 0.0123145
threshold=0.104035 0.36766000000000004 -0.029844999999999997 0.087545000000000026 0.099450000000000024 0.12293000000000001 0.14461000000000004 0.11043500000000002 -0.011809999999999999 1.0000000180025095e-35 -0.10023499999999998 0.087855000000000003 0.061375000000000006 0.096635000000000013 0.12007000000000002 0.077800000000000022 0.088500000000000009 -1.0000000180025095e-35 0.080270000000000022 -0.060264999999999992
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 3 15 7 9 12 14 -2 -5 10 11 -4 17 16 -3 -1 18 -6 -12 -19
right_child=1 6 4 8 5 -7 -8 -9 -10 -11 13 -13 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0050269748584715257 0.0047873522260297903 0.0045436548523483692 0.0054011984551714971 0.0052912399001646734 0.0053698308956080937 0.0049044419746060147 0.0041219211146944152 0.004528340489075528 0.004995838181944344 0.0055670990175825559 0.0054243081048919528 0.0051262660166668294 0.0050528784111840341 0.0052384243566797476 0.0043413211228512496 0.0047731659473092799 0.0055654503632938251 0.005266981736752001 0.0053543918081518814 0.0051428267017193463
leaf_weight=53 82 76 64 61 84 53 57 95 63 81 766 70 53 62 87 52 59 65 292 65
leaf_count=53 82 76 64 61 84 53 57 95 63 81 766 70 53 62 87 52 59 65 292 65
internal_value=0 0.0046419 0.0053313 0.00485171 0.0053576 0.00517369 0.00435469 0.00464853 0.00514144 0.00539979 0.00538944 0.00525784 0.00522701 0.00540437 0.00443588 0.00490161 0.00541355 0.00526997 0.00540505 0.00520518
internal_weight=0 521 1819 301 1714 320 220 177 124 1394 1313 134 267 1179 163 105 1117 214 1058 130
internal_count=2340 521 1819 301 1714 320 220 177 124 1394 1313 134 267 1179 163 105 1117 214 1058 130
is_linear=0
shrinkage=0.0032998


Tree=8090
num_leaves=28
num_cat=0
split_feature=1 3 123 2 2 2 14 2 2 4 3 2 1 0 15 13 13 0 4 15 3 3 13 15 0 4 2
split_gain=16.8287 3.51326 1.24128 1.18932 1.07544 1.32913 0.983453 0.654929 0.62672 0.299429 0.293631 0.213661 0.200014 0.177578 0.171803 0.16938 0.198793 0.130646 0.129837 0.133169 0.109523 0.108312 0.0819467 0.0804569 0.0735237 0.0143316 0.0116846
threshold=0.104035 -0.055839999999999994 1.0000000180025095e-35 0.114165 0.14271500000000001 -1.0000000180025095e-35 0.054835000000000009 0.10859000000000001 0.089885000000000007 -0.47860499999999995 0.12991000000000003 0.078405000000000016 0.11570500000000002 -0.09194999999999999 0.091230000000000019 -0.04917499999999999 -0.08459499999999999 -0.032619999999999989 -0.0072499999999999995 -0.10981499999999998 -0.08841499999999998 -0.081129999999999994 0.043640000000000005 -0.021179999999999997 -0.086284999999999987 -0.075414999999999982 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 12 5 -3 8 -7 11 -10 -9 13 -2 -1 23 16 24 18 20 -20 -11 22 -17 -15 -13 -16 -18
right_child=1 4 -4 -5 -6 7 -8 10 9 17 -12 15 -14 14 25 21 26 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0016929924703811495 0.0019064970091332064 0.0007559186446773348 0.001476566925582071 0.0011767515158125547 0.00066246721923550239 0.0015811057992265237 0.0023070340320828168 0.00099309861614712007 0.0020255353551581492 0.0017156494019779608 0.0013266022834151048 0.0020274166093648591 0.0016246361195573183 0.0018588305607481514 0.0017475323961902288 0.0019743096607799039 0.0017546740864597173 0.001631621296416087 0.0019039811563341025 0.0017162207018259156 0.001892452252068851 0.0021693386671569363 0.0021322511699843217 0.0020212682069933536 0.0019031888400272336 0.0018513365948552782 0.0018535854422732552
leaf_weight=52 64 79 76 52 76 53 66 68 69 52 52 161 53 55 53 204 52 55 56 220 228 62 52 128 98 52 52
leaf_count=52 64 79 76 52 76 53 66 68 69 52 52 161 53 55 53 204 52 55 56 220 228 62 52 128 98 52 52
internal_value=0 0.00120712 0.00189154 0.00159398 0.00100768 0.00111165 0.00190937 0.00127389 0.00189392 0.00181553 0.00113791 0.00194609 0.00177912 0.00187654 0.00190956 0.00198077 0.0019302 0.00179176 0.00180754 0.00175444 0.00185974 0.00203838 0.00200653 0.00197264 0.00198055 0.00179928 0.00180447
internal_weight=0 497 1843 169 328 252 1767 173 1701 680 120 1021 117 340 288 681 363 611 556 276 280 318 256 183 259 105 104
internal_count=2340 497 1843 169 328 252 1767 173 1701 680 120 1021 117 340 288 681 363 611 556 276 280 318 256 183 259 105 104
is_linear=0
shrinkage=0.0032998


Tree=8091
num_leaves=22
num_cat=0
split_feature=1 12 2 4 14 4 2 2 2 16 1 2 1 42 1212 403 2 159 15 15 4
split_gain=6.13233 1.55972 0.672944 0.616082 0.559493 0.277 0.257333 0.256747 0.222758 0.212842 0.211823 0.20587 0.151023 0.151022 0.136883 0.16364 0.147429 0.111672 0.0836406 0.124836 0.0604846
threshold=0.10141500000000002 -1.0000000180025095e-35 0.13752500000000004 -0.010739999999999998 0.062655000000000016 -0.51003499999999991 0.089885000000000007 -1.0000000180025095e-35 0.10472500000000001 -0.116045 0.081315000000000012 0.078405000000000016 0.087505000000000013 0.11839500000000001 0.089590000000000017 -0.092059999999999989 0.084275000000000003 0.0096550000000000021 0.091475000000000015 -0.016434999999999995 0.03851000000000001
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=4 7 3 -3 5 -1 11 -2 -5 -9 13 12 -7 17 15 -13 -17 20 19 -14 -8
right_child=1 2 -4 8 -6 6 10 9 -10 -11 -12 14 18 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0010798292643704895 8.8311400054763732e-05 0.00086194702989876874 0.00025471571288456911 0.00066854766984404592 0.0011448882534072693 0.00064775872063725236 0.00082327974111948436 0.00047548955850820491 0.00043363596518148544 0.00020508380643349016 0.00061441078643058387 0.00074767204828029188 0.00078537335746020826 0.00063881200332595637 0.0010470068335810092 0.0010355653006985626 0.00088167557927549438 0.00092610319089804776 0.00075431329630395029 0.00096460397857753212 0.00073310160523699399
leaf_weight=52 83 103 54 82 69 61 308 57 98 73 75 85 87 57 65 84 438 94 102 90 123
leaf_count=52 83 103 54 82 69 61 308 57 98 73 75 85 87 57 65 84 438 94 102 90 123
internal_value=0 0.000453578 0.000593348 0.000657838 0.00085212 0.000840361 0.000832879 0.000232274 0.000540847 0.000323917 0.000781475 0.000866216 0.00079912 0.000802944 0.000900111 0.000884323 0.000906507 0.000820697 0.000832087 0.000876707 0.000797626
internal_weight=0 550 337 283 1790 1721 1669 213 180 130 657 1012 340 582 672 607 522 525 279 177 431
internal_count=2340 550 337 283 1790 1721 1669 213 180 130 657 1012 340 582 672 607 522 525 279 177 431
is_linear=0
shrinkage=0.0032998


Tree=8092
num_leaves=17
num_cat=0
split_feature=1 1 16 4 14 40 40 2 4 0 16 0 2 160 0 4
split_gain=11.086 1.9638 1.01196 0.78578 0.655939 0.624859 0.3464 0.393297 0.288124 0.579275 0.224016 0.218581 0.243064 0.204895 0.13909 0.06956
threshold=0.104035 0.13075500000000004 0.12292000000000002 0.50373500000000015 0.054835000000000009 -0.026419999999999996 -0.047054999999999993 0.106285 -0.49013999999999996 -0.026509999999999995 -0.087969999999999979 -0.10566999999999999 0.091955000000000023 0.051820000000000005 -0.083554999999999977 -0.011154999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -3 5 -1 -2 -8 -7 11 -9 13 14 -10 -13 -14
right_child=1 3 -4 -5 -6 8 7 10 9 -11 -12 12 15 -15 -16 -17
leaf_value=0.00092340883760985758 0.00048624972059778512 0.00055470561111520776 0.0011334706902106709 0.00010919309551516472 0.0015086780084784029 0.0013823703053066324 0.00097000409570663685 0.00078760786091353432 0.00096488380786773976 0.00085085624748501532 0.00049449068390371794 0.0012726183279227941 0.0011823356214732076 0.0012304005227371372 0.0011924276378077628 0.0010886355057097828
leaf_weight=98 67 97 73 78 70 88 66 61 83 55 55 569 203 54 443 180
leaf_count=98 67 97 73 78 70 88 66 61 83 55 55 569 203 54 443 180
internal_value=0 0.000638065 0.000791069 0.000356336 0.00119356 0.0011811 0.000690545 0.000765559 0.00119615 0.0011858 0.000648934 0.0011978 0.00121035 0.0010698 0.00123755 0.00113839
internal_weight=0 497 322 175 1843 1773 249 182 1675 1587 116 1532 1395 137 1012 383
internal_count=2340 497 322 175 1843 1773 249 182 1675 1587 116 1532 1395 137 1012 383
is_linear=0
shrinkage=0.0032998


Tree=8093
num_leaves=11
num_cat=0
split_feature=474 1373 149 10 1212 403 1212 1429 16 1212
split_gain=0.12244 0.101465 0.146986 0.106089 0.0739561 0.154701 0.0876359 0.0476157 0.0670025 0.0299382
threshold=0.10938000000000002 0.075690000000000021 0.079000000000000015 -0.089679999999999982 0.089125000000000024 -0.083919999999999981 0.041590000000000009 -0.087914999999999979 0.21684500000000004 0.11387000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -9 -7
right_child=-2 -3 -4 4 5 9 -8 8 -10 -11
leaf_value=0.0017957335522138097 0.017599420776020086 0.0025456545754776018 0.01836537424558932 0.014495596960073638 0.01902773141713333 0.0058011608354014898 0.0041379362398391798 0.0096939911192186565 0.0067611797221830477 0.011488123477660929
leaf_weight=53 52 62 52 52 69 52 95 1533 263 57
leaf_count=53 52 62 52 52 69 52 95 1533 263 57
internal_value=0 0.00930049 0.00948782 0.00927466 0.00946069 0.0127696 0.00915664 0.00941366 0.00926552 0.00879156
internal_weight=0 2288 2226 2174 2121 178 1943 1848 1796 109
internal_count=2340 2288 2226 2174 2121 178 1943 1848 1796 109
is_linear=0
shrinkage=0.16829


Tree=8094
num_leaves=24
num_cat=0
split_feature=12 2 15 2 2 12 12 159 151 12 151 2 52 1456 12 42 11 15 2 12 42 52 42
split_gain=5.67886 0.995714 0.971723 0.899856 0.749811 0.44953 0.374882 0.334671 0.29044 0.288609 0.25633 0.232244 0.166994 0.144535 0.184759 0.13601 0.17071 0.135269 0.130315 0.115934 0.0908573 0.0802952 0.0381864
threshold=0.054520000000000006 0.13106000000000004 -0.2987999999999999 0.10613000000000002 -0.0091949999999999983 0.10005000000000001 -0.073474999999999985 -0.0020949999999999996 -1.0000000180025095e-35 0.092495000000000008 -0.0017399999999999998 0.085600000000000023 -1.0000000180025095e-35 0.056265000000000009 0.08401500000000002 0.091475000000000015 0.077695000000000014 0.080840000000000009 0.12190500000000001 0.084845000000000018 0.088345000000000021 -0.074744999999999992 -0.053844999999999997
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 6 4 -4 7 -1 9 -6 19 -5 -7 -10 14 -9 16 -16 -17 -12 -2 -21 -13 -23
right_child=1 -3 3 10 8 11 -8 13 12 -11 18 21 -14 -15 15 17 -18 -19 -20 20 -22 22 -24
leaf_value=0.00037408519388486381 0.0014531603179476888 0.00067320625243330536 0.00061654468232119359 0.00046570829981623137 0.00085017801583962349 0.00086236590985034646 0.00072615849796295968 0.00097796114255334549 0.00099048678082826105 0.0010693040148181008 0.00062164377653486458 0.0011859935790405104 0.0012147372650173655 0.0012923866095641203 0.0011403874307201703 0.00095359763271121376 0.0013211824875304173 0.0011243981170200169 0.00084624159259913195 0.0013521785869731406 0.0011766947966738563 0.00095400955447583105 0.0010748050635263973
leaf_weight=89 58 54 64 64 73 85 53 94 73 66 62 53 78 59 684 84 65 144 55 76 65 54 88
leaf_count=89 58 54 64 64 73 85 53 94 73 66 62 53 78 59 684 84 65 144 55 76 65 54 88
internal_value=0 0.00111585 0.000745547 0.000818079 0.000932926 0.0011301 0.000505741 0.0011545 0.00102316 0.00126118 0.000635144 0.00100844 0.00110656 0.00112944 0.00112044 0.00113411 0.00115612 0.00106163 0.000727525 0.00132465 0.00127153 0.00107194 0.00102912
internal_weight=0 1729 611 469 288 1675 142 1395 224 265 181 280 151 1130 1071 977 749 228 117 199 141 195 142
internal_count=2340 1729 611 469 288 1675 142 1395 224 265 181 280 151 1130 1071 977 749 228 117 199 141 195 142
is_linear=0
shrinkage=0.0032998


Tree=8095
num_leaves=26
num_cat=0
split_feature=2 2 2 2 457 16 16 52 51 49 16 49 2 16 2 16 2 16 2 151 16 49 2 16 16
split_gain=11.1391 3.473 2.70466 1.34148 1.14592 0.830811 0.766796 1.27203 0.655774 0.509807 0.399915 0.338776 0.28192 0.409734 0.299025 0.275442 0.226003 0.191648 0.156887 0.192569 0.177857 0.137921 0.0932911 0.0931181 0.0199839
threshold=0.12051500000000002 -1.0000000180025095e-35 0.09857500000000001 0.14271500000000001 0.041935000000000007 -0.059624999999999991 0.15737500000000001 0.026115000000000003 -0.08860999999999998 0.018515000000000004 -0.15796999999999997 0.088165000000000007 0.089775000000000008 0.081265000000000018 0.078405000000000016 0.064610000000000015 0.10774000000000002 -0.10654499999999999 0.084095000000000017 -0.090769999999999976 -0.084089999999999984 -0.008624999999999999 0.095545000000000005 0.0086100000000000013 -0.073494999999999991
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=1 5 8 9 6 -1 7 16 15 -2 -5 -8 14 21 17 -3 -4 -10 20 -20 -16 -14 -23 -19 -9
right_child=3 2 4 10 -6 -7 11 24 12 -11 -12 -13 13 -15 18 -17 -18 23 19 -21 -22 22 -24 -25 -26
leaf_value=0.00066905497058754044 0.00075306258687363593 0.0014321019373185208 0.0011076684779415553 0.00065511175057618497 0.00073796977134786741 0.0011555488147589621 0.001580034543326054 0.0014463471220290509 0.0012799865221994407 0.0011633425482492864 0.0002891809302867903 0.0012408612568824426 0.0012327623961434046 0.0017012242819326034 0.0015739857424562622 0.0011583835197719508 0.00082781828516789453 0.0015285204511619884 0.00175397817857424 0.0015401809539146991 0.0018327948849905847 0.0014607434105427526 0.0013028220638480403 0.0013683945148201425 0.0013429596769075547
leaf_weight=78 90 82 52 57 52 76 90 67 53 53 77 52 56 54 64 83 85 248 54 456 59 176 60 53 53
leaf_count=78 90 82 52 57 52 76 90 67 53 53 77 52 56 54 64 83 85 248 54 456 59 176 60 53 53
internal_value=0 0.00138706 0.00142478 0.00068284 0.00120035 0.000909372 0.00126053 0.00115234 0.00149233 0.000905371 0.000445101 0.00145608 0.00151677 0.0014343 0.00154565 0.00129463 0.000934296 0.00146754 0.00158928 0.00156289 0.00169842 0.00138481 0.00142074 0.00150044 0.00140098
internal_weight=0 2103 1949 277 451 154 399 257 1498 143 134 142 1333 346 987 165 137 354 633 510 123 292 236 301 120
internal_count=2380 2103 1949 277 451 154 399 257 1498 143 134 142 1333 346 987 165 137 354 633 510 123 292 236 301 120
is_linear=0
shrinkage=0.0032998


Tree=8096
num_leaves=28
num_cat=0
split_feature=15 2 159 3 133 14 52 133 3 160 13 13 13 4 1213 133 13 15 13 40 3 2 3 3 160 403 2
split_gain=0.388714 0.157997 0.178905 0.197876 0.135035 0.134659 0.114489 0.166137 0.137404 0.100635 0.0931107 0.153397 0.140016 0.113207 0.0908792 0.0899626 0.0868314 0.067218 0.0635424 0.0617942 0.0425692 0.0639971 0.0374174 0.0212629 0.0284947 0.0165558 0.00978886
threshold=-0.2987999999999999 0.085730000000000015 0.088800000000000004 -0.095764999999999989 0.032620000000000003 -0.45687499999999998 -0.41304999999999997 -0.088524999999999979 -0.116045 -0.090484999999999996 -0.0059899999999999997 1.0000000180025095e-35 -0.011834999999999998 -0.080584999999999976 -0.077179999999999985 0.090570000000000012 -0.15078499999999997 0.085300000000000015 -0.066659999999999983 -1.0000000180025095e-35 -0.031844999999999991 0.097070000000000004 -0.14619999999999997 -0.080104999999999996 0.038795000000000003 0.0054350000000000006 0.11005500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 -1 22 25 -9 15 12 -12 13 17 -10 -6 -16 -5 -15 -7 21 23 -3 24 -11 -8 -23
right_child=1 4 -4 10 9 19 7 8 14 20 11 -13 -14 18 16 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=0.0088692314968999864 0.019826046485773588 0.015367114645155236 0.0034646758756697606 0.010936210269782294 0.020395501427519534 0.0032389836434742322 0.0090976289870233346 -0.0028414509987414595 0.012481675637896705 0.0085642189499818572 0.020699172481394017 0.0087216510677634255 0.0036213559824580222 0.010922624421772675 -0.00043255152751056728 0.010570254471839674 0.0061132461912796737 0.018713592630621358 0.0048288731760062365 -0.004198978080422017 0.014165960998239498 0.004166938195828673 0.0092820798637521379 0.013397164754371367 0.013158506985215195 0.012401329444639012 0.0072287718059737714
leaf_weight=53 90 55 70 54 52 53 94 58 52 171 71 54 75 260 69 56 327 81 61 78 52 59 65 57 52 92 69
leaf_count=53 90 55 70 54 52 53 94 58 52 171 71 54 75 260 69 56 327 81 61 78 52 59 65 57 52 92 69
internal_value=0 0.00977231 0.0116351 0.0123994 0.00866953 0.00170769 0.00727025 0.00643255 0.00484512 0.0106667 0.0113777 0.0155393 0.0103947 0.0115048 0.00584427 0.0153176 0.00496815 0.0156159 0.00977022 -0.00117601 0.00957089 0.00898084 0.012086 0.0104141 0.00964359 0.0107414 0.00583149
internal_weight=0 2196 816 746 1380 184 812 692 506 568 656 125 531 456 448 108 396 135 321 131 460 408 120 280 223 186 128
internal_count=2380 2196 816 746 1380 184 812 692 506 568 656 125 531 456 448 108 396 135 321 131 460 408 120 280 223 186 128
is_linear=0
shrinkage=0.16829


Tree=8097
num_leaves=26
num_cat=0
split_feature=2 12 15 2 12 43 2 15 15 15 3 15 3 49 12 3 3 12 2 12 1456 50 43 49 52
split_gain=6.2613 3.66369 0.983432 0.551693 0.548162 0.503384 0.382316 0.302331 0.286762 0.314867 0.229679 0.218772 0.203477 0.281514 0.216766 0.186275 0.140861 0.133561 0.0886123 0.0612201 0.0591713 0.055937 0.0546868 0.0347368 0.0494202
threshold=0.13459500000000005 0.077755000000000005 -0.37478999999999996 0.10613000000000002 0.090465000000000004 -0.065804999999999989 0.16730000000000003 -0.035449999999999988 -1.0000000180025095e-35 -0.097984999999999989 0.11372500000000001 -0.10981499999999998 -0.15197999999999998 -0.078459999999999988 0.083785000000000012 -0.10175499999999998 -0.14070999999999997 0.092295000000000002 0.095195000000000016 0.10222500000000002 0.085665000000000005 0.10883000000000001 -0.034884999999999992 0.096010000000000012 -0.048309999999999992
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=1 2 -1 5 12 -4 11 15 9 -7 -5 -2 -3 -14 -15 -6 -9 -18 22 23 21 -16 -19 24 -17
right_child=6 4 3 10 7 8 -8 16 -10 -11 -12 -13 13 14 20 19 17 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00023618041349395566 0.00010752121568340908 0.0011151990214160435 0.00049843470602434952 0.00056069408996464276 0.00053493774118878437 0.00087897564178646104 -7.0803593874285746e-05 0.00099723811983085889 0.00094539444180404204 0.00054428914036144945 0.00028794111541090517 0.00038590066176481233 0.00066560561450835305 0.0010783300562284212 0.00091837807762484543 0.00089800651517782371 0.00069819410823160626 0.00085279635172926763 0.00077500084315564944 0.00067937288805706552 0.00079044556999218396 0.00079963105587383678 0.00096734260255562296 0.0007244956348820699 0.0007557595571061757
leaf_weight=93 60 54 102 74 52 54 59 64 76 73 63 64 52 85 582 57 74 132 103 90 55 52 81 68 61
leaf_count=93 60 54 102 74 52 54 59 64 76 73 63 64 52 85 582 57 74 132 103 90 55 52 81 68 61
internal_value=0 0.00078291 0.000545226 0.000610172 0.0008594 0.000688504 0.000147385 0.000795485 0.000783834 0.000686874 0.000435525 0.000251485 0.000916157 0.000903101 0.000919012 0.000718459 0.000851056 0.000826977 0.000857023 0.000752908 0.000899306 0.000908694 0.000896522 0.0007883 0.000824771
internal_weight=0 2197 535 442 1662 305 183 782 203 127 137 124 880 826 774 328 454 390 316 276 689 634 213 186 118
internal_count=2380 2197 535 442 1662 305 183 782 203 127 137 124 880 826 774 328 454 390 316 276 689 634 213 186 118
is_linear=0
shrinkage=0.0032998


Tree=8098
num_leaves=17
num_cat=0
split_feature=1 12 12 132 133 457 3 0 1204 0 3 15 15 403 12 128
split_gain=0.394318 0.14731 0.190577 0.161755 0.180617 0.088242 0.0873801 0.123758 0.0890949 0.0727612 0.0705182 0.113713 0.0538682 0.0513563 0.0610614 0.0607041
threshold=0.13554500000000003 0.081095000000000014 0.083785000000000012 0.081465000000000024 0.087445000000000009 0.092360000000000012 -0.15680499999999997 -0.040094999999999992 -0.079429999999999987 -0.030209999999999997 0.11535000000000002 -1.0000000180025095e-35 -0.26826999999999995 -0.085604999999999987 0.086620000000000016 0.091340000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 9 -4 8 -8 10 11 -1 -2 14 -10 -15
right_child=12 2 6 -5 -6 -7 7 -9 13 -11 -12 -13 -14 15 -16 -17
leaf_value=0.0099421700234249271 -0.0031373157067192911 0.017072460123290882 0.013844897051563311 -0.002550080180582023 -0.0004811356943205662 0.0019262250636926216 0.0042098507810502291 0.0015716959127277347 0.0022668022384463773 0.0047515148092546877 0.0059781374275400942 0.018858807488419463 0.0034139384814141291 0.010255629255014219 0.0085974711354069987 0.0051071732544928109
leaf_weight=182 85 88 100 53 74 52 103 67 56 79 75 53 61 980 201 71
leaf_count=182 85 88 100 53 74 52 103 67 56 79 75 53 61 980 201 71
internal_value=0 0.00862759 0.00942768 0.00627768 0.00718965 0.00848089 0.00900022 0.00867122 0.00900706 0.00935247 0.0105192 0.0119608 -0.000387842 0.00938345 0.00722502 0.00990954
internal_weight=0 2234 1666 568 515 441 1578 1478 1411 389 310 235 146 1308 257 1051
internal_count=2380 2234 1666 568 515 441 1578 1478 1411 389 310 235 146 1308 257 1051
is_linear=0
shrinkage=0.16829


Tree=8099
num_leaves=25
num_cat=0
split_feature=1 15 11 42 42 42 403 12 1213 403 51 12 2 1 15 52 16 3 2 42 12 2 12 42
split_gain=0.272858 0.12897 0.150935 0.0930755 0.13527 0.101957 0.098272 0.0965637 0.0864918 0.272132 0.0840228 0.0881164 0.0824846 0.077064 0.0865201 0.0702058 0.0958278 0.0833658 0.117759 0.0466119 0.0455379 0.0248315 0.0237783 0.0179524
threshold=0.13554500000000003 0.0056700000000000006 0.075910000000000019 0.087005000000000013 0.088200000000000014 0.085970000000000005 -0.081354999999999997 -0.086449999999999985 -0.082254999999999981 -0.029954999999999996 -0.08860999999999998 0.082780000000000006 0.081685000000000021 0.090195000000000011 -0.052259999999999994 -0.011499999999999998 -0.011989999999999999 -0.080634999999999984 0.088820000000000024 0.094225000000000017 -0.036614999999999988 0.10332000000000001 0.094685000000000005 0.084175000000000014
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 3 8 5 -5 6 -1 -8 9 -3 11 -9 -12 14 21 -10 17 18 -17 -15 -2 -6 -19 -11
right_child=20 2 -4 4 13 -7 7 10 15 23 12 -13 -14 19 -16 16 -18 22 -20 -21 -22 -23 -24 -25
leaf_value=-0.00026391913894621385 0.0023284336459879203 0.019589620158882087 0.017223644916373928 0.016097774236577659 0.0049648906780705949 -0.0017683286870271292 0 -0.00085016103915210885 0.011754189011307713 0.0085172369526980794 0.012457716917079913 0.0068652315724003852 0.006829460299972296 0.0012839311420944327 0.014920935098035604 0.0075214436331056834 0.00090999854255050146 0.012588532891124743 -0.00014505493357789702 0.0068558794300477011 -0.0036491222884185181 0.0098077517806816634 0.0085154872936980385 0.0041569233395131987
leaf_weight=73 81 71 56 54 75 56 66 75 87 53 89 94 462 75 57 260 74 81 72 101 65 53 91 59
leaf_count=73 81 71 56 54 75 56 66 75 87 53 89 94 462 75 57 260 74 81 72 101 65 53 91 59
internal_value=0 0.00717701 0.00873263 0.0061183 0.00821608 0.00516488 0.00561897 0.00616763 0.00816979 0.0114269 0.00673238 0.00343061 0.00774182 0.00703212 0.00943927 0.00727076 0.00659281 0.00742363 0.00585342 0.00449168 -0.000320502 0.00698417 0.0104441 0.00623633
internal_weight=0 2234 904 1330 415 915 859 786 848 183 720 169 551 361 185 665 578 504 332 176 146 128 172 112
internal_count=2380 2234 904 1330 415 915 859 786 848 183 720 169 551 361 185 665 578 504 332 176 146 128 172 112
is_linear=0
shrinkage=0.16829


Tree=8100
num_leaves=18
num_cat=0
split_feature=1 12 4 1 10 11 2 457 12 4 39 4 403 1429 12 160 2
split_gain=4.90844 0.981057 0.901569 0.822408 0.668919 0.443777 0.504196 0.371775 0.303497 0.255029 0.219781 0.201215 0.137927 0.0945694 0.150718 0.0898225 0.0800763
threshold=0.11695500000000002 -0.011819999999999999 0.36766000000000004 0.092655000000000015 -0.0069899999999999988 1.0000000180025095e-35 0.089775000000000008 0.041935000000000007 0.088105000000000003 0.50657000000000008 0.086580000000000018 -0.15618499999999999 -0.52641999999999989 0.084690000000000015 0.083725000000000008 -0.41613999999999995 0.09277500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -2 6 12 15 9 -6 -5 -7 -3 14 -14 -8 -17
right_child=4 2 -4 10 8 11 7 -9 -10 -11 -12 -13 13 -15 -16 16 -18
leaf_value=0.00091558209357880819 8.0624909109243105e-05 0.0010894623687790785 0.0004946638905029278 0.0002902325829086935 0.00050885353918833317 0.00096563204844631035 0.0009393714140060285 0.00053572350147627521 0.0006603765038852089 0.00024040147753606525 0.00058990978366450363 0.0012343449167884777 0.0010286841373074486 0.00077808943122554641 0.00090243479103028937 0.00073444797601667985 0.00083342958386610131
leaf_weight=62 60 52 66 55 91 77 71 53 67 68 53 53 124 58 782 123 414
leaf_count=62 60 52 66 55 91 77 71 53 67 68 53 53 124 58 782 123 414
internal_value=0 0.000852854 0.000874683 0.000612144 0.000391054 0.000888544 0.000874034 0.00080268 0.000473313 0.000394265 0.000437623 0.00107546 0.000920421 0.000911266 0.000919753 0.000825893 0.000810823
internal_weight=0 2043 1873 170 286 1807 1677 661 226 159 108 130 1016 964 906 608 537
internal_count=2329 2043 1873 170 286 1807 1677 661 226 159 108 130 1016 964 906 608 537
is_linear=0
shrinkage=0.0032998


Tree=8101
num_leaves=25
num_cat=0
split_feature=4 3 2 14 124 150 2 4 158 3 3 4 3 11 479 4 124 483 2 2 4 4 2 2
split_gain=5.52199 1.75145 1.01732 0.913588 0.754174 0.555756 0.491881 0.373775 0.245534 0.182457 0.533503 0.176216 0.143178 0.282585 0.122775 0.0768322 0.0754144 0.0745595 0.0699854 0.0598276 0.0582154 0.0813737 0.0478201 0.0427645
threshold=0.36766000000000004 -0.06340999999999998 0.14271500000000001 -0.42214499999999994 -0.043384999999999993 0.083435000000000023 0.12551500000000002 0.0015850000000000003 0.080150000000000013 -1.0000000180025095e-35 0.091170000000000015 -0.15450999999999995 -0.11197999999999998 1.0000000180025095e-35 0.077560000000000018 -0.49013999999999996 -0.087019999999999986 -0.094369999999999996 0.090425000000000019 0.088665000000000008 0.053455000000000009 0.094510000000000025 1.0000000180025095e-35 0.097625000000000003
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 7 4 -2 16 9 22 12 20 -6 -11 -12 13 -1 17 -15 -3 -14 19 -19 -9 -22 -5 -20
right_child=3 2 -4 6 5 -7 -8 8 -10 10 11 -13 14 15 -16 -17 -18 18 23 -21 21 -23 -24 -25
leaf_value=0.00083198472903699486 0.00082313028054342122 0.00073184179706248188 0.00040259153080197859 0.00041704705082773192 0.0009062200138615199 0.00066581165903036791 0.00012475127846106826 0.0009522596552941139 0.0011021157551590192 0.0013409024275520993 0.0010888772402955814 0.00082134628462036843 0.0012229392333567928 0.0010016416489510755 0.00093061536508006815 0.0011808062627244175 0.00055976942441902792 0.0010972975753434206 0.0010020447756378258 0.0012023153048000199 0.00073528095505982088 0.0009121334554675083 0.0005567580985932698 0.0010991830093086473
leaf_weight=76 60 64 55 60 92 57 66 81 77 61 55 56 54 55 53 59 54 704 148 73 55 67 54 93
leaf_count=76 60 64 55 60 92 57 66 81 77 61 55 56 54 55 53 59 54 704 148 73 55 67 54 93
internal_value=0 0.000998855 0.000826836 0.000470062 0.000879907 0.000963063 0.000352177 0.00105211 0.000941625 0.00102711 0.00109156 0.000954224 0.00107561 0.000989785 0.00109007 0.00109468 0.000653395 0.00109792 0.00109126 0.00110721 0.000880576 0.000832694 0.000483535 0.00103968
internal_weight=0 2089 494 240 439 321 180 1595 280 264 172 111 1315 190 1125 114 118 1072 1018 777 203 122 114 241
internal_count=2329 2089 494 240 439 321 180 1595 280 264 172 111 1315 190 1125 114 118 1072 1018 777 203 122 114 241
is_linear=0
shrinkage=0.0032998


Tree=8102
num_leaves=18
num_cat=0
split_feature=4 128 159 2 4 43 4 12 4 42 4 52 2 48 3 3 1456
split_gain=0.207126 0.0774911 0.0834828 0.113501 0.229427 0.0866605 0.128085 0.0833446 0.160745 0.135992 0.101348 0.120515 0.0765162 0.0817463 0.0718044 0.0689229 0.0456606
threshold=0.51400500000000016 0.088865000000000013 0.11749500000000002 0.090225000000000014 -0.13833499999999996 -0.17157499999999998 -0.49269499999999994 0.091255000000000017 -0.078454999999999983 0.090705000000000022 -0.011269999999999997 -0.076839999999999978 0.09277500000000001 -1.0000000180025095e-35 -0.088654999999999998 -0.080604999999999996 0.056265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 10 -9 -10 16 -12 15 -14 -3 -8 -6
right_child=-2 14 -4 5 7 6 12 8 9 -11 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0010419670071677312 -0.0015658784453000255 0.0068128006406617215 0.011859398565110575 -0.00068159650773266984 0.0057108079820001731 0.012233014296619379 -0.0023875927726258721 0.019161448935182856 0.015181187721809533 0.005007310425188061 0.0048708630104171572 0.012344009385902747 -5.137110242469086e-05 0.0064379919003732678 0.0147120458940502 0.0054557977073237292 0.011021092114029679
leaf_weight=76 79 61 94 63 454 79 67 57 59 103 87 213 60 592 73 60 52
leaf_count=76 79 61 94 63 454 79 67 57 59 103 87 213 60 592 73 60 52
internal_value=0 0.0071827 0.00693191 0.00670195 0.00785857 0.00531733 0.0057599 0.00852026 0.0114486 0.0087237 0.00772237 0.0101828 0.00510114 0.00583806 0.0111295 0.0013038 0.00626008
internal_weight=0 2250 2116 2022 1101 921 858 1025 219 162 806 300 779 652 134 127 506
internal_count=2329 2250 2116 2022 1101 921 858 1025 219 162 806 300 779 652 134 127 506
is_linear=0
shrinkage=0.16829


Tree=8103
num_leaves=17
num_cat=0
split_feature=4 123 3 42 150 4 16 133 158 42 484 12 4 12 0 483
split_gain=8.68382 2.15099 1.24823 0.433157 0.386165 0.265 0.314631 0.260516 0.238128 0.275544 0.218263 0.177721 0.149428 0.119986 0.0845475 0.0392589
threshold=0.36766000000000004 1.0000000180025095e-35 0.149315 0.12665500000000005 0.081245000000000026 0.51400500000000016 -0.41163499999999992 0.084675000000000014 1.0000000180025095e-35 0.087075000000000014 -0.066784999999999983 -1.0000000180025095e-35 -0.066099999999999978 0.084055000000000005 -0.095584999999999989 0.085765000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -2 -3 10 14 13 -12 -13 -1 -10 -15
right_child=4 7 -4 -5 -6 -7 -8 -9 9 -11 11 12 -14 15 -16 -17
leaf_value=0.0012273764354458802 0.00016787998235702232 0.00070801117048917056 0.00054829199976261841 0.00073552885011781647 0.00056477035255738479 9.5887136285776296e-05 0.00052087315845049755 0.00040485437917243635 0.0013516317494107523 0.0010099272586238362 0.00081535608431768786 0.0010494248749051652 0.00097841131951758968 0.0011273161470263472 0.0011653687005273574 0.0010127560365709466
leaf_weight=78 53 68 61 54 56 73 58 58 54 96 52 705 645 69 63 86
leaf_count=78 53 68 61 54 56 73 58 58 54 96 52 705 645 69 63 86
internal_value=0 0.000987319 0.00101417 0.00102909 0.000324337 0.00025097 0.000352644 0.000568742 0.00103765 0.00114286 0.00102392 0.00100812 0.00101552 0.00111883 0.00125164 0.00106398
internal_weight=0 2089 1963 1902 240 184 111 126 1848 213 1635 1402 1350 233 117 155
internal_count=2329 2089 1963 1902 240 184 111 126 1848 213 1635 1402 1350 233 117 155
is_linear=0
shrinkage=0.0032998


Tree=8104
num_leaves=20
num_cat=0
split_feature=1 10 123 40 0 447 2 15 1 16 0 16 3 2 2 0 16 159 43
split_gain=5.18981 0.90129 0.577237 0.309358 0.32122 0.252134 0.139265 0.270038 0.347542 0.184488 0.165585 0.127055 0.0984408 0.0754032 0.0948684 0.0666532 0.0833708 0.0638537 0.0586073
threshold=0.11695500000000002 -0.0069899999999999988 1.0000000180025095e-35 -0.026419999999999996 -0.075914999999999996 0.086460000000000023 0.089775000000000008 -0.014614999999999998 0.088985000000000022 0.31615500000000002 -0.066264999999999991 -0.15796999999999997 -0.010599999999999998 0.11342000000000001 0.092495000000000008 -0.10324499999999999 -0.092049999999999979 0.10225000000000002 0.065040000000000014
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 5 -3 -5 6 10 8 15 13 11 -1 -4 14 -9 -8 -17 18 -13
right_child=1 3 12 4 -6 -7 7 9 -10 -11 -12 17 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0010212395409791698 -2.741016924074554e-05 0.00024378578732718638 0.00068135558562020491 0.00032345678642847363 0.00063099978160650828 0.00059935964914183115 0.00089205259541518791 0.00075251826775711702 0.00055355968070497591 0.0010087992288938257 0.00069233050900061152 0.00086782774484313254 0.00048253112089039754 0.00070112472768180838 0.00088695929359688486 0.00064446314017083052 0.00079408299594112817 0.00073590377191516383 0.00076311149202321201
leaf_weight=54 60 70 53 62 94 56 56 90 93 71 69 833 60 52 184 55 196 52 69
leaf_count=54 60 70 53 62 94 56 56 90 93 71 69 833 60 52 184 55 196 52 69
internal_value=0 0.000331552 0.000806377 0.000427008 0.000508997 0.000819842 0.000826411 0.000792696 0.000731569 0.000854197 0.000851329 0.000862177 0.000576097 0.000820417 0.000842928 0.000785378 0.000761438 0.000853137 0.000859856
internal_weight=0 286 2043 226 156 1930 1874 797 400 397 1077 1008 113 326 274 307 251 954 902
internal_count=2329 286 2043 226 156 1930 1874 797 400 397 1077 1008 113 326 274 307 251 954 902
is_linear=0
shrinkage=0.0032998


Tree=8105
num_leaves=11
num_cat=0
split_feature=11 12 123 14 0 3 3 2 16 4
split_gain=0.190583 0.102416 0.0748596 0.0625106 0.12845 0.0825545 0.124635 0.058688 0.058218 0.111189
threshold=0.093740000000000018 0.13820000000000002 0.081990000000000021 -0.10708499999999999 -0.22607999999999998 0.30835000000000007 0.10449500000000002 0.083715000000000026 -0.28430999999999995 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -4 -10
right_child=-2 -3 8 4 5 -7 -8 -9 9 -11
leaf_value=0.011979045848561931 -0.0031361182588940783 -0.00075454664906891139 0.0080165836353009896 -0.00017887230006670865 0.0085148708274213978 0.00090533707845236622 0.014434227646939529 0.0063931074577525532 0.0052774048549113703 -0.0044486671555781267
leaf_weight=70 59 53 60 71 530 60 67 1280 92 52
leaf_count=70 59 53 60 71 530 60 67 1280 92 52
internal_value=0 0.00652843 0.00669837 0.0070013 0.00682688 0.0070846 0.00728116 0.00701539 0.00360385 0.00175274
internal_weight=0 2335 2282 2078 2008 1937 1877 1810 204 144
internal_count=2394 2335 2282 2078 2008 1937 1877 1810 204 144
is_linear=0
shrinkage=0.16829


Tree=8106
num_leaves=19
num_cat=0
split_feature=4 40 2 447 124 15 16 4 4 2 2 2 1212 42 15 16 15 42
split_gain=4.65698 1.77801 1.1113 0.405657 0.356791 0.294872 0.266329 0.257939 0.517914 0.279756 0.238233 0.123246 0.0841424 0.0932407 0.11295 0.0818081 0.0814364 0.0249099
threshold=0.36766000000000004 -0.026419999999999996 0.14461000000000004 0.084700000000000011 -0.043384999999999993 0.085145000000000012 -0.44470499999999996 -0.26545999999999997 -0.088499999999999981 0.10272000000000002 0.094955000000000025 0.12228000000000001 0.085450000000000012 -0.056754999999999993 0.092555000000000012 0.31615500000000002 -0.45726999999999995 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 10 7 11 15 -9 -10 -1 -2 13 -7 -15 -3 -8 -14
right_child=6 2 -4 -5 -6 12 16 8 9 -11 -12 -13 17 14 -16 -17 -18 -19
leaf_value=0.00057797351806932688 0.00055930254226115765 0.0009443098033263404 0.00041427228544867222 0.00061492588824349395 0.00073475317951604124 0.0008941005035983748 0.00036390811361903765 0.00055474573570145889 0.00090726392161511176 0.00076229022817122139 0.00026617484928117104 0.00035692584998222942 0.00093721230251709708 0.0010661431316619538 0.00095584460353756462 0.0011162139570181995 0.0001848158638899409 0.0008463037287125846
leaf_weight=55 95 76 52 52 66 100 56 57 789 182 53 52 98 209 219 57 57 69
leaf_count=55 95 76 52 52 66 100 56 57 789 182 53 52 98 209 219 57 57 69
internal_value=0 0.000863068 0.000891475 0.000904463 0.000542873 0.000912556 0.00039505 0.000880036 0.00086212 0.000880127 0.000425287 0.000487953 0.00096683 0.000987944 0.00100979 0.00101825 0.000273881 0.000899862
internal_weight=0 2134 1960 1908 174 1856 260 1161 1028 971 108 147 695 528 428 133 113 167
internal_count=2394 2134 1960 1908 174 1856 260 1161 1028 971 108 147 695 528 428 133 113 167
is_linear=0
shrinkage=0.0032998


Tree=8107
num_leaves=18
num_cat=0
split_feature=9 403 0 16 159 4 41 1 0 12 48 0 3 133 42 0 12
split_gain=0.212526 0.0773451 0.0821523 0.336033 0.118625 0.116844 0.0856599 0.081205 0.0778047 0.0754625 0.0740363 0.105524 0.0990265 0.0974975 0.0516507 0.0310112 0.00806159
threshold=0.09055500000000001 0.085190000000000002 0.0037850000000000002 0.022165000000000004 0.088800000000000004 -0.014854999999999998 0.082735000000000017 0.079020000000000021 0.12436000000000001 0.084535000000000013 -0.065739999999999979 -0.094314999999999996 -0.088654999999999998 0.089270000000000002 0.084775000000000003 -0.087834999999999983 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 10 -7 -5 -3 -1 13 -13 -12 -9 -11 -17
right_child=-2 9 3 8 5 7 -8 14 -10 15 11 12 -14 -15 -16 16 -18
leaf_value=0.011891560346362911 -0.0048177340382421193 0.01467381144507483 -0.0078346126919294958 0.0040281544577325298 -0.0045190610848240441 0.00901197737664889 0.013188530763532921 -0.0019690763741719718 0.012186744873448353 0.0039031345457860626 0.0022891137652562127 0.003442744084946821 0.0075353206600751255 0.010088794872240134 0.0053094103386294869 0.0074395529553965356 0.010390164448423615
leaf_weight=66 52 52 62 94 52 70 54 55 52 54 293 203 1006 54 55 64 56
leaf_count=66 52 52 62 94 52 70 54 55 52 54 293 203 1006 54 55 64 56
internal_value=0 0.00604094 0.00572254 0.00253179 0.00606944 0.00249038 0.0065638 0.00452532 0.00694626 0.00901406 0.00634214 0.00610559 0.00684963 0.00350807 0.00165383 0.00731232 0.00883148
internal_weight=0 2342 2116 208 1908 232 1676 180 146 226 1622 1556 1209 347 110 174 120
internal_count=2394 2342 2116 208 1908 232 1676 180 146 226 1622 1556 1209 347 110 174 120
is_linear=0
shrinkage=0.16829


Tree=8108
num_leaves=24
num_cat=0
split_feature=1 52 2 1 12 2 52 12 14 2 42 4 2 51 52 4 43 0 160 43 42 52 4
split_gain=6.18318 1.48111 1.0525 0.782767 0.444347 0.422707 0.303784 0.282621 0.242722 0.231848 0.188731 0.157934 0.13988 0.124512 0.124892 0.118632 0.0967683 0.11224 0.097657 0.0761025 0.0524358 0.0351697 0.0239122
threshold=0.10538500000000002 -0.29521499999999995 0.099325000000000011 0.12450500000000002 0.088105000000000003 -0.0091949999999999983 -0.023474999999999996 -0.029844999999999997 -1.0000000180025095e-35 0.11197500000000002 0.080060000000000006 0.054560000000000004 0.14794000000000004 0.081440000000000026 0.074235000000000009 0.014585000000000002 -0.077274999999999996 -0.075914999999999996 -0.082179999999999989 -0.083154999999999993 -0.065449999999999994 -0.24166499999999999 -0.0090299999999999981
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 -2 5 4 6 -1 -3 -4 -5 15 -11 13 -10 16 22 21 17 19 -18 -7 -20 -9 -15
right_child=1 3 7 8 -6 11 -8 9 12 10 -12 -13 -14 14 -16 -17 18 -19 20 -21 -22 -23 -24
leaf_value=0.00067765329767713518 0.0010315283232619702 0.00034537995339854765 0.00054850398085945745 0.00049109593769982619 0.00078361791452374386 0.0010120494595037828 0.00062042290770119419 0.00087733612154751862 0.00031196552179150533 0.00056275664745038527 0.00081570818497739186 0.00085000632275563899 9.6268005666129669e-05 0.001008805721262278 0.00077906854427286154 0.00076909888446198831 0.0011266756647701139 0.00082071258061134538 0.00095042084610054791 0.00090057135453273495 0.0010298175561076943 0.00099835587149900516 0.00090702672046142328
leaf_weight=52 56 85 52 56 82 302 92 53 91 58 76 95 52 79 57 64 103 54 129 95 485 73 53
leaf_count=52 56 85 52 56 82 302 92 53 91 58 76 95 52 79 57 64 103 54 129 95 485 73 53
internal_value=0 0.000524447 0.000933037 0.000462369 0.000582098 0.000972168 0.000488539 0.000776418 0.000306365 0.000812888 0.000706485 0.000982691 0.000233776 0.000991954 0.000911352 0.000887745 0.00100497 0.000965814 0.00102955 0.000985462 0.00101319 0.00094773 0.000968207
internal_weight=0 514 1880 458 259 1504 177 376 199 324 134 1452 143 1357 189 190 1168 451 717 397 614 126 132
internal_count=2394 514 1880 458 259 1504 177 376 199 324 134 1452 143 1357 189 190 1168 451 717 397 614 126 132
is_linear=0
shrinkage=0.0032998


Tree=8109
num_leaves=16
num_cat=0
split_feature=9 1420 12 15 151 482 3 484 0 394 0 403 15 456 15
split_gain=0.164943 0.107273 0.0706582 0.081616 0.124894 0.145202 0.108889 0.0770779 0.0737277 0.0736959 0.0802047 0.0617405 0.0670473 0.0450762 0.0448334
threshold=0.087755000000000014 -0.080064999999999983 0.13820000000000002 0.085145000000000012 -0.072119999999999976 0.095595000000000013 -0.09132499999999999 -0.081554999999999989 -0.08150499999999998 -0.08644499999999998 0.12436000000000001 -0.43851499999999993 0.087315000000000018 0.041000000000000002 0.089150000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 9 -3 -5 13 -6 -11 -9 -13 -8 -14
right_child=-2 2 -4 7 5 -7 8 11 -10 10 -12 12 14 -15 -16
leaf_value=0.012965352870367697 -0.0031112523414475366 0.0016003048410795217 -0.00049968337576268063 0.0013136680372830413 0.0098753758552704591 0.012705018205090268 0.0099654693347999423 0.011622971619308305 0.014136599872982478 0.0030260693655443328 0.0097611534983734448 0.011194708393289838 0.0026155712005186318 0.005030726583644618 0.0069270062019782929
leaf_weight=56 62 67 54 60 52 53 114 96 66 1004 53 90 85 101 381
leaf_count=56 62 67 54 60 52 53 114 96 66 1004 53 90 85 101 381
internal_value=0 0.00566514 0.00548473 0.00563097 0.00492674 0.00408588 0.00772929 0.00712198 0.00918426 0.00367234 0.00336548 0.00765373 0.00696516 0.00765564 0.00614444
internal_weight=0 2332 2276 2222 1510 1162 348 712 281 1109 1057 652 556 215 466
internal_count=2394 2332 2276 2222 1510 1162 348 712 281 1109 1057 652 556 215 466
is_linear=0
shrinkage=0.16829


Tree=8110
num_leaves=25
num_cat=0
split_feature=1 2 15 39 150 2 1 0 13 150 16 52 13 4 1212 0 12 15 2 42 52 2 130 1
split_gain=5.13925 0.965668 1.02393 0.708958 0.518371 0.358319 0.340766 0.217769 0.208488 0.213531 0.210882 0.200656 0.192401 0.166841 0.154697 0.185086 0.144083 0.133479 0.118578 0.0972076 0.0956895 0.0999644 0.0757213 0.061753
threshold=0.10396500000000002 0.14234000000000005 -0.083359999999999976 0.081875000000000017 0.086615000000000011 0.085600000000000023 0.12895500000000001 -0.11242999999999999 -0.085934999999999997 0.081245000000000026 -0.081354999999999983 -0.080899999999999986 0.00084500000000000016 -0.0021099999999999995 0.087685000000000013 -0.09194999999999999 0.084795000000000023 -0.084629999999999997 0.10774000000000002 1.0000000180025095e-35 0.092505000000000018 0.090000000000000011 0.0043850000000000009 0.090785000000000018
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 6 5 12 7 18 -1 20 10 19 -5 -4 17 15 -9 -17 -12 -2 22 21 -7 -10 -18
right_child=1 -3 4 11 -6 8 -8 14 9 -11 13 -13 -14 -15 -16 16 23 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0012184368969313246 0.00068255476516172774 0.00026349796459844681 0.00098907222340898502 0.00081760174349111041 0.00052712306624251484 0.0010308421290375859 0.00027866059849619311 0.00085895101322458858 0.001111940874878304 0.00073994862904325372 0.0010602943438366421 0.00052862777568176897 0.00073564176368922263 0.000747819318188518 0.00085263278472938388 0.0011574605167077332 0.00104279365728357 0.00087942936937903543 0.00048512645817348331 0.00087708535795178323 0.0011035240794579574 0.00086171720821757417 0.00095756554058819277 0.00094349384780929315
leaf_weight=52 55 98 95 52 57 89 70 74 83 97 52 55 52 99 78 94 212 428 90 57 72 74 69 117
leaf_count=52 55 98 95 52 57 89 70 74 83 97 52 55 52 99 78 94 212 428 90 57 72 74 69 117
internal_value=0 0.000559001 0.000628032 0.000931252 0.000795744 0.00094727 0.000468738 0.00101095 0.000911589 0.000888032 0.000906216 0.000669393 0.000899663 0.000873291 0.000992123 0.00101394 0.00104098 0.000899096 0.000560256 0.000997261 0.00100015 0.000954278 0.00104209 0.00100759
internal_weight=0 517 419 1854 204 1747 215 627 1120 885 788 107 147 579 575 497 423 480 145 209 235 163 152 329
internal_count=2371 517 419 1854 204 1747 215 627 1120 885 788 107 147 579 575 497 423 480 145 209 235 163 152 329
is_linear=0
shrinkage=0.0032998


Tree=8111
num_leaves=18
num_cat=0
split_feature=1 52 123 1 12 14 3 49 4 52 16 4 49 51 1 159 16
split_gain=10.1514 1.97907 1.11246 0.92407 0.811317 0.69686 0.56976 0.508775 0.411691 0.308067 0.541172 0.246673 0.177936 0.129523 0.105389 0.0930476 0.0636389
threshold=0.104035 -0.41304999999999997 1.0000000180025095e-35 0.12450500000000002 0.090775000000000008 0.054835000000000009 -0.12077499999999998 0.12314000000000001 -0.16772499999999999 -0.054974999999999989 -0.41163499999999992 0.0051600000000000005 -0.042269999999999995 0.11548000000000001 1.0000000180025095e-35 0.0055900000000000004 -0.13644999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 12 6 8 11 -1 -5 -11 13 -3 15 16 -8 -13
right_child=1 3 -4 9 -6 -7 7 -9 -10 10 -12 14 -14 -15 -16 -17 -18
leaf_value=0.001144998687899942 0.0012573805103355353 0.00047506873847975005 0.00077833759328180849 0.00022101057162468097 0.0010060967373836543 0.0015118403664770063 0.0012187371845861486 0.00090043937048011919 0.000758704954579661 0.00034818325199985703 0.00076896389496222174 0.0011312788951186518 0.0006860964315722124 0.0010702700568244084 0.0012336817907077611 0.0013135616673314991 0.0010044413684038142
leaf_weight=62 52 80 76 63 73 70 1076 64 60 94 52 95 100 62 58 138 96
leaf_count=62 52 80 76 63 73 70 1076 64 60 94 52 95 100 62 58 138 96
internal_value=0 0.000646487 0.00117066 0.000577652 0.000711979 0.00118738 0.00117409 0.00119086 0.000955307 0.000414878 0.000498292 0.00120303 0.000592502 0.00122183 0.00110651 0.00122955 0.00106771
internal_weight=0 514 1857 462 253 1781 1711 1589 122 209 146 1525 180 1276 249 1214 191
internal_count=2371 514 1857 462 253 1781 1711 1589 122 209 146 1525 180 1276 249 1214 191
is_linear=0
shrinkage=0.0032998


Tree=8112
num_leaves=23
num_cat=0
split_feature=2 2 0 15 15 16 0 15 2 16 0 2 160 15 1420 151 2 0 403 2 15 2
split_gain=6.89663 3.22244 0.9987 1.04593 0.851595 0.794789 0.571876 0.638456 0.558889 0.468585 0.332784 0.319127 0.29551 0.232851 0.192458 0.192758 0.225025 0.18612 0.11809 0.070962 0.0684876 0.036515
threshold=0.11461500000000001 -1.0000000180025095e-35 -0.084114999999999981 -0.26424499999999995 0.054100000000000002 -0.41863499999999992 -0.11073999999999999 -0.10436999999999999 0.13290500000000002 -0.053214999999999991 -0.14310999999999999 0.13388500000000003 -0.41947499999999993 0.11354000000000002 -0.072689999999999991 -0.0038099999999999996 0.086915000000000006 0.047740000000000012 -0.5335399999999999 0.088005000000000014 0.084925000000000014 0.092495000000000008
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 5 11 -4 6 -1 7 -3 -5 -9 -6 -2 -8 18 -14 16 -16 -17 -12 20 -20 -21
right_child=2 4 3 8 10 -7 12 9 -10 -11 13 -13 14 -15 15 17 -18 -19 19 21 -22 -23
leaf_value=0.00025249276348068026 0.00043734577525106962 0.00106072294423204 0.00027897975008559422 0.0009870902586491901 0.0013805475850654466 0.00074493338198274852 0.00080393807312538327 0.00087226683977663518 0.00060354395805769807 0.00046487527564753774 0.0012978812425705505 0.00010634640829989575 0.0012452860478632704 0.00097018547842018718 0.0012751219350732499 0.00097512617045046092 0.0010467228534161599 0.0011334286747223697 0.0012306583044573579 0.0010305534123853754 0.0011315234490479531 0.0011352582346294358
leaf_weight=55 76 93 58 83 62 103 54 73 84 54 56 55 58 94 76 398 134 106 116 100 307 76
leaf_count=55 76 93 58 83 62 103 54 73 84 54 56 55 58 94 76 398 134 106 116 100 307 76
internal_value=0 0.00102662 0.000528189 0.000661678 0.00106513 0.000573737 0.00100264 0.000852257 0.00079438 0.000699323 0.00114569 0.000298645 0.00104265 0.0011262 0.0010593 0.00104414 0.00112955 0.00100849 0.00114854 0.00113452 0.00115879 0.00107597
internal_weight=0 2015 356 225 1857 158 1046 220 167 127 811 131 826 749 772 714 210 504 655 599 423 176
internal_count=2371 2015 356 225 1857 158 1046 220 167 127 811 131 826 749 772 714 210 504 655 599 423 176
is_linear=0
shrinkage=0.0032998


Tree=8113
num_leaves=19
num_cat=0
split_feature=1 43 14 41 1 484 1 2 52 475 43 160 133 3 1 1 1 3
split_gain=0.275467 0.162225 0.1291 0.188653 0.103106 0.100802 0.234377 0.102556 0.13754 0.108226 0.0849344 0.0761549 0.0756427 0.0633171 0.168906 0.055644 0.0343219 0.0506223
threshold=0.11654500000000001 -0.084454999999999988 0.023790000000000002 0.077565000000000009 0.14551500000000003 0.062030000000000009 1.0000000180025095e-35 0.088005000000000014 0.10611000000000001 -0.081629999999999994 -0.048514999999999996 -0.086829999999999977 -0.14252999999999996 0.097710000000000005 0.088985000000000022 0.098515000000000005 0.12640500000000002 0.077930000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 16 7 11 8 10 -9 15 -7 -12 14 -11 -1 -3 -18
right_child=1 4 -4 -5 -6 6 -8 9 -10 13 12 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0072454569917040131 -0.0056824474365718943 0.0052255669251790411 0.014389444875446045 -0.0010886554200767197 0.010928929482029013 0.0049990984557206943 -0.0027590139812007494 0.0131819345804248 0.0033617596290620826 0.0071013658943875129 0.0077591937773533494 0.012111978707769802 0.013317226178706093 0.010684520973622498 -0.00032417148917195484 0.013286000263838365 -0.0028271902876216858 0.0043275253789851831
leaf_weight=238 56 78 85 67 53 94 79 78 84 596 90 80 331 95 101 54 58 54
leaf_count=238 56 78 85 67 53 94 79 78 84 596 90 80 331 95 101 54 58 54
internal_value=0 0.0024693 0.00794263 0.00766594 0.00435528 0.00797238 0.00482574 0.00844886 0.00983409 0.0071778 0.0105941 0.00827971 0.0121333 0.00658422 0.00602278 0.0083687 0.00251212 0.000606364
internal_weight=0 299 2072 1987 243 1920 253 1667 797 870 713 174 421 792 697 292 190 112
internal_count=2371 299 2072 1987 243 1920 253 1667 797 870 713 174 421 792 697 292 190 112
is_linear=0
shrinkage=0.16829


Tree=8114
num_leaves=18
num_cat=0
split_feature=4 39 3 0 4 42 43 52 0 475 0 15 43 4 4 474 3
split_gain=3.9309 1.63131 1.32669 0.460977 0.289338 0.229276 0.17125 0.228416 0.275583 0.183324 0.126845 0.13356 0.125825 0.217543 0.114848 0.0436719 0.0241483
threshold=0.36766000000000004 0.081875000000000017 0.17646500000000004 -0.067094999999999988 0.053255000000000004 0.11623000000000001 -0.085614999999999983 -0.11756999999999999 -0.076539999999999983 -0.084169999999999981 -0.12324999999999998 -0.065599999999999978 -0.072864999999999985 0.50113000000000019 -0.068189999999999987 0.081755000000000008 -0.078129999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 -1 -9 15 -6 16 -2 -14 -11 -8 -12
right_child=12 3 -4 -5 10 -7 9 8 -10 14 11 -13 13 -15 -16 -17 -18
leaf_value=0.00099379616636155921 0.00029790669590416255 0.00070365249403412083 0.0003567659906108589 0.00037153499843272096 0.00093124374155061291 0.00075463291791962874 0.00099093201871430824 0.00085753223900328899 0.00058981072257740055 0.00095392861833078809 0.00076987047667572198 0.00063905011155400491 0.00031010751680417232 0.00055798112837052312 0.00088308946769877802 0.0011230970430647967 0.00087634611118880617
leaf_weight=94 80 101 52 84 53 102 62 203 54 601 62 79 65 98 465 64 52
leaf_count=94 80 101 52 84 53 102 62 203 54 601 62 79 65 98 465 64 52
internal_value=0 0.000849646 0.000877869 0.000553044 0.00089218 0.000908102 0.000918225 0.000853037 0.000801417 0.00093739 0.000785563 0.000745375 0.000406346 0.000459352 0.000923061 0.00105834 0.000818747
internal_weight=0 2128 1943 185 1891 1645 1543 351 257 1192 246 193 243 163 1066 126 114
internal_count=2371 2128 1943 185 1891 1645 1543 351 257 1192 246 193 243 163 1066 126 114
is_linear=0
shrinkage=0.0032998


Tree=8115
num_leaves=21
num_cat=0
split_feature=2 1 148 10 12 457 3 39 1212 15 0 1446 1452 2 42 42 0 3 16 15
split_gain=0.393638 0.247318 0.201548 0.220947 0.18778 0.155369 0.198642 0.146267 0.104462 0.152992 0.0817337 0.0671259 0.0562665 0.0585073 0.0651775 0.0637911 0.0533093 0.0425707 0.0418621 0.0221741
threshold=0.14870000000000003 0.081315000000000012 -0.079549999999999996 -0.0097449999999999985 -1.0000000180025095e-35 0.080930000000000016 0.083605000000000013 0.085345000000000018 0.037395000000000005 0.083885000000000015 -0.14151499999999997 0.085345000000000018 0.081315000000000012 0.11500500000000001 0.096415000000000015 0.087865000000000013 -0.087539999999999993 -0.0068249999999999986 -0.07959999999999999 -0.091059999999999988
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 8 -3 -4 7 6 16 -5 11 -10 -8 12 13 14 15 -1 -6 -9 -11 -2
right_child=19 2 3 4 5 -7 10 17 9 18 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0078408108267861067 -0.0011678558590479174 -0.0053126352162623895 0.016003165454130407 -0.007609460839959125 0.0019746724377880144 -0.0022868562468966692 0.01714456657679525 0.0059010383182723416 0.019694917442150808 0.011717951174327997 0.0085516285157444336 0.0029757008934883271 0.0032372609355723939 0.013056216845138573 0.0039991956240477437 0.011854286657681621 0.0061937965627398544 -0.00032739481386231815 0.0062258010188613825 -0.00608654569344889
leaf_weight=616 54 52 53 52 109 58 62 67 53 89 66 79 64 73 101 140 405 57 74 52
leaf_count=616 54 52 53 52 109 58 62 67 53 89 66 79 64 73 101 140 405 57 74 52
internal_value=0 0.00688353 0.00486563 0.00543728 0.00479597 0.0060315 0.00678581 -0.000107863 0.00841787 0.0118103 0.0127279 0.00773328 0.00810959 0.00844296 0.0080479 0.00858642 0.00530257 0.00302348 0.0092356 -0.00359775
internal_weight=0 2270 981 929 876 700 642 176 1289 216 128 1073 994 930 857 756 514 124 163 106
internal_count=2376 2270 981 929 876 700 642 176 1289 216 128 1073 994 930 857 756 514 124 163 106
is_linear=0
shrinkage=0.16829


Tree=8116
num_leaves=21
num_cat=0
split_feature=4 3 3 2 2 3 4 130 16 49 0 0 0 47 0 52 0 3 49 52
split_gain=10.8641 3.61685 1.75214 0.998224 0.83992 0.813436 0.771757 0.649395 0.578095 0.381732 0.335019 0.292544 0.284876 0.21329 0.243737 0.278195 0.211677 0.137081 0.0900826 0.0878283
threshold=0.30163500000000004 -0.065259999999999999 0.20828500000000003 -0.0050599999999999994 0.13880500000000004 0.16158000000000003 -0.060264999999999992 0.012250000000000002 -0.011989999999999999 -0.061834999999999994 -0.10803999999999998 -0.057279999999999991 -0.14216999999999999 0.10305500000000002 -0.082954999999999987 -0.53937999999999986 -0.037794999999999995 -0.087414999999999979 0.096010000000000012 0.11614000000000001
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 9 3 -3 6 10 -5 8 -8 17 -2 -12 -11 14 18 -16 -17 -1 19 -14
right_child=5 2 -4 4 -6 -7 7 -9 -10 12 11 -13 13 -15 15 16 -18 -19 -20 -21
leaf_value=0.00091750910390799554 0.00069661326288209555 0.00057010338335143271 0.00036243117172472832 0.0013468854146514359 0.00065997365331998796 6.947764581430107e-05 0.0010364117000452621 0.001333029541182554 0.00065917350045627656 0.001488401222240217 0.00026630364456783277 0.00058328923348048057 0.0013271412822159199 0.0010769100576491046 0.0013860663175433194 0.0011995892704326305 0.00097792736210400278 0.0011563001798936031 0.0011822102963151956 0.0011889059212934255
leaf_weight=53 82 57 56 98 56 52 143 52 65 52 64 64 478 89 84 586 53 57 73 62
leaf_count=53 82 57 56 98 56 52 143 52 65 52 64 64 478 89 84 586 53 57 73 62
internal_value=0 0.00115235 0.000915232 0.000980883 0.00103735 0.000439751 0.00109629 0.0010017 0.000918694 0.00123107 0.00053127 0.000425072 0.00124516 0.00123625 0.00124684 0.0012051 0.00118126 0.00104157 0.00129602 0.00131134
internal_weight=0 2114 527 471 414 262 358 260 208 1587 210 128 1477 1425 1336 723 639 110 613 540
internal_count=2376 2114 527 471 414 262 358 260 208 1587 210 128 1477 1425 1336 723 639 110 613 540
is_linear=0
shrinkage=0.0032998


Tree=8117
num_leaves=23
num_cat=0
split_feature=1 52 1 12 4 12 16 0 13 2 1 4 50 16 0 133 0 52 50 16 16 0
split_gain=8.68605 1.64245 1.02088 0.693299 0.53496 0.355666 0.378564 0.271023 0.538262 0.250859 0.167294 0.159913 0.146024 0.119337 0.0931892 0.0903693 0.117648 0.093494 0.0825334 0.109786 0.0937941 0.0383524
threshold=0.104035 -0.41304999999999997 0.12450500000000002 -0.091074999999999989 0.24099500000000004 0.088335000000000011 -0.41574999999999995 -0.10566999999999999 -0.041479999999999996 0.099675000000000014 0.088735000000000022 -0.1075 0.10861000000000003 0.51148500000000008 -0.088269999999999987 0.099660000000000012 -0.052619999999999993 0.090245000000000006 0.089465000000000017 -0.039889999999999988 -0.076944999999999986 -0.079309999999999978
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 5 -1 9 6 -3 -4 -9 10 11 -5 14 15 -13 16 17 -11 19 -12 -20 -21
right_child=1 2 7 4 -6 -7 -8 8 -10 13 18 12 -14 -15 -16 -17 -18 -19 20 21 -22 -23
leaf_value=0.00052321465914826378 0.00091702229080817624 0.00055961646092928582 0.00032653103504392357 0.0010451869805155934 0.00054637068192494242 0.0006369958117146598 0.00024214786178882418 -0.0001281526229769606 0.00026571714032584703 0.00076526868326553903 0.00066259413172448144 0.0009679544735785332 0.00077616072498825305 0.00091766333529251314 0.00089529291644109804 0.00064588918552824985 0.00066829367031288965 0.00095582695187523402 0.00099014013826999032 0.00090873396487915737 0.00080001993733550296 0.00077454462312264631
leaf_weight=65 55 69 64 102 54 81 102 75 76 62 60 297 90 69 656 61 55 57 60 54 60 52
leaf_count=65 55 69 64 102 54 81 102 75 76 62 60 297 90 69 656 61 55 57 60 54 60 52
internal_value=0 0.000377332 0.000313696 0.00085934 0.000871532 0.000456269 0.000370455 0.000146423 6.98532e-05 0.000881632 0.000900107 0.000918222 0.000905771 0.000794552 0.000917975 0.000758255 0.000797445 0.000856841 0.000827462 0.000778157 0.000895374 0.000843238
internal_weight=0 522 467 1854 1789 252 171 215 151 1735 1431 1145 1043 304 953 235 174 119 286 166 120 106
internal_count=2376 522 467 1854 1789 252 171 215 151 1735 1431 1145 1043 304 953 235 174 119 286 166 120 106
is_linear=0
shrinkage=0.0032998


Tree=8118
num_leaves=14
num_cat=0
split_feature=2 47 12 52 447 1446 0 4 151 151 159 16 2
split_gain=0.362281 0.129863 0.129458 0.155865 0.110897 0.100437 0.150344 0.0995678 0.0741225 0.0999566 0.0626381 0.0570142 0.036301
threshold=0.13673000000000005 0.11069000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.088380000000000014 0.086715000000000014 -0.082824999999999982 -1.0000000180025095e-35 -0.15243999999999999 -0.085489999999999997 0.082585000000000006 -0.15796999999999997 0.15020000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 8 -7 -1 -4 -10 -11 -2 -13
right_child=11 -3 4 -5 -6 6 -8 -9 9 10 -12 12 -14
leaf_value=-0.0032754192199499336 0.0029672423451060147 0.00097780327738368196 0.014693224654628001 0.010844076857475142 0.00026375817790330348 0.0089373522012597545 -0.0030003098471356221 0.004864193492154961 0.0023586698210018332 0.0081776483616434661 0.01132155258757277 0 -0.0061962604487841846
leaf_weight=79 73 91 54 64 52 65 55 92 77 1357 211 52 54
leaf_count=79 73 91 54 64 52 65 55 92 77 1357 211 52 54
internal_value=0 0.00722491 0.00749399 0.00375646 0.00796247 0.00818157 0.00345095 0.00109328 0.00851463 0.00831072 0.00860186 -0.000639338 -0.00314006
internal_weight=0 2197 2106 235 1871 1819 120 171 1699 1645 1568 179 106
internal_count=2376 2197 2106 235 1871 1819 120 171 1699 1645 1568 179 106
is_linear=0
shrinkage=0.16829


Tree=8119
num_leaves=22
num_cat=0
split_feature=4 123 2 2 52 51 2 2 2 52 52 2 47 15 15 159 2 15 2 51 52
split_gain=6.27922 1.3492 0.892386 0.360906 0.319293 0.267824 0.249448 0.220316 0.171337 0.166024 0.246361 0.159061 0.105092 0.135765 0.158697 0.102778 0.15979 0.147475 0.0412735 0.0401877 0.0217042
threshold=0.36766000000000004 0.081180000000000016 0.13733000000000004 0.099675000000000014 0.060365000000000009 0.092235000000000011 0.064660000000000009 0.13673000000000005 0.10028500000000001 0.0029250000000000005 -0.41304999999999997 0.082690000000000013 0.10323000000000002 -0.0096849999999999974 0.086195000000000008 0.082585000000000006 0.090790000000000023 0.029300000000000003 0.10045500000000002 -0.09798999999999998 0.10855000000000002
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 2 3 6 7 9 12 18 -3 10 19 -8 13 -1 -15 17 -17 -13 -2 -5 -11
right_child=4 8 -4 5 -6 -7 11 -9 -10 20 -12 15 -14 14 -16 16 -18 -19 -20 -21 -22
leaf_value=0.00095431265355699403 0.00022470699976454266 0.00062510303823976943 0.00050431383625125926 0.00093449553204473295 0.00051764552607243405 0.00055371511679192149 0.0010909938418547011 6.2285748709170905e-05 0.00038136287003904173 0.00096332079790148288 0.00063662963830275461 0.00084600984355993425 0.00070798478144335787 0.00064182517227371152 0.00084888227780754381 0.00090998105595835473 0.001135237268577774 0.00093243183991263072 0.00034301920998018533 0.00079666440545641561 0.00086302328981643841
leaf_weight=95 54 64 77 53 52 52 56 62 64 56 102 410 77 53 194 105 54 491 89 52 64
leaf_count=95 54 64 77 53 52 52 56 62 64 56 102 410 77 53 194 105 54 491 89 52 64
internal_value=0 0.000832571 0.000853708 0.000867746 0.000286178 0.000775831 0.000890417 0.000227293 0.000503508 0.000811044 0.000753437 0.000916465 0.000820955 0.000846287 0.000804596 0.000907212 0.000986705 0.000893145 0.000298588 0.000866572 0.000910122
internal_weight=0 2119 1991 1914 257 379 1535 205 128 327 207 1116 419 342 247 1060 159 901 143 105 120
internal_count=2376 2119 1991 1914 257 379 1535 205 128 327 207 1116 419 342 247 1060 159 901 143 105 120
is_linear=0
shrinkage=0.0032998


Tree=8120
num_leaves=18
num_cat=0
split_feature=30 3 0 47 52 1 13 13 4 1427 4 52 52 13 130 13 0
split_gain=0.182214 0.126746 0.115681 0.0956503 0.12276 0.118138 0.139706 0.11512 0.0669269 0.0559756 0.0797675 0.078728 0.105818 0.0511624 0.0826465 0.0781631 0.0499786
threshold=0.086065000000000016 0.31343500000000007 -0.096139999999999989 0.078875000000000015 0.063595000000000013 0.081755000000000008 -0.024504999999999996 -0.0021749999999999994 0.42405000000000009 0.083935000000000023 -0.0030749999999999996 0.0074400000000000013 -0.011499999999999998 -0.042924999999999998 -0.072444999999999982 -0.078624999999999987 -0.080869999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 9 10 13 12 -12 15 -15 -4 -13
right_child=-2 -3 8 -5 -6 7 -8 -9 -10 -11 11 16 -14 14 -16 -17 -18
leaf_value=0.0027159167140527692 -0.0040952035925788744 -0.0005393837722714659 0.005862218274230703 0.0084299186783795884 -0.0030243236651200348 0.0066866417747117974 0.01445615898721128 -0.002246132531382217 0.001729218349957672 0.012076411448908224 0.0081060004994014598 0.0091495656793747215 0.016007871996898008 0.010795110660953552 0.0042179916262296783 0.0097953561753382698 0.0019859824014280838
leaf_weight=61 54 86 461 96 88 68 55 102 75 58 132 54 77 61 513 211 58
leaf_count=61 54 86 461 96 88 68 55 102 75 58 132 54 77 61 513 211 58
internal_value=0 0.00577778 0.00602897 0.00368356 0.00246044 0.00415434 0.0082979 0.00131641 0.00667635 0.00690357 0.00671096 0.00908801 0.0110258 0.00609713 0.00492008 0.00709985 0.00545589
internal_weight=0 2256 2170 470 374 286 116 170 1700 1625 1567 321 209 1246 574 672 112
internal_count=2310 2256 2170 470 374 286 116 170 1700 1625 1567 321 209 1246 574 672 112
is_linear=0
shrinkage=0.16829


Tree=8121
num_leaves=14
num_cat=0
split_feature=30 3 1456 12 12 12 394 394 4 1 43 1 13
split_gain=0.126185 0.0878275 0.0759443 0.077536 0.104065 0.0965642 0.0845148 0.0701324 0.108328 0.0611547 0.0491069 0.0929539 0.0670493
threshold=0.086065000000000016 0.31343500000000007 -0.15824499999999997 0.092395000000000019 0.095330000000000012 0.091545000000000015 -0.086824999999999986 -0.076319999999999985 -0.17689999999999997 0.081540000000000015 -0.22778999999999996 0.11684000000000001 -0.016289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 6 -4 -8 -9 -5 -6 12 -12
right_child=-2 -3 3 4 10 -7 7 8 -10 -11 11 -13 -14
leaf_value=0.010490865369085145 -0.0034060229661711408 -0.00044861102947823199 0.010436926204454305 0.0071887315362674084 0.00073085161465980821 -0.0020321727070997551 -0.0017054856429495927 0.0097373601403360002 0.0039493040619566688 0.013620743784310045 0.0068217730073399071 0.012202185727777513 0.0021766626913237298
leaf_weight=70 54 86 64 103 65 68 55 100 1158 73 198 55 161
leaf_count=70 54 86 64 103 65 68 55 100 1158 73 198 55 161
internal_value=0 0.00480678 0.00501589 0.00483253 0.00635651 0.00414049 0.00444661 0.00415326 0.00441083 0.00986676 0.00506298 0.00573881 0.00474359
internal_weight=0 2256 2170 2100 655 1445 1377 1313 1258 176 479 414 359
internal_count=2310 2256 2170 2100 655 1445 1377 1313 1258 176 479 414 359
is_linear=0
shrinkage=0.16829


Tree=8122
num_leaves=13
num_cat=0
split_feature=9 147 1 12 1211 16 1 3 12 11 52 11
split_gain=0.134669 0.0789334 0.0894307 0.137235 0.0711172 0.0849227 0.0573225 0.0413611 0.057908 0.057683 0.077067 0.0709974
threshold=-1.0000000180025095e-35 0.089365000000000014 0.12158500000000001 -0.081314999999999985 0.077345000000000011 -0.078654999999999989 0.13948500000000003 0.11745500000000002 0.11769500000000001 1.0000000180025095e-35 -0.030899999999999997 0.085630000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 -6 -5 8 9 10 -2 -11
right_child=1 -3 3 6 5 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.0034706740498803832 0.0030509371707848915 -0.00094888638857052756 0.0075324276076504295 -0.0054762055794991445 0.0045773345079927873 -0.0039267270458717921 0.0018156576230402665 0.00040915402326665835 0.00020265887252147527 0.012698136344015884 0.0056600264046904108 0.005149189615722605
leaf_weight=69 456 85 57 73 76 59 52 58 69 63 1110 83
leaf_count=69 456 85 57 73 76 59 52 58 69 63 1110 83
internal_value=0 0.00406402 0.00426248 0.000681316 0.00459175 0.000847437 -0.00242842 0.00486564 0.00500977 0.00520246 0.00490144 0.00841892
internal_weight=0 2241 2156 182 1974 135 125 1839 1781 1712 1566 146
internal_count=2310 2241 2156 182 1974 135 125 1839 1781 1712 1566 146
is_linear=0
shrinkage=0.16829


Tree=8123
num_leaves=21
num_cat=0
split_feature=1 4 2 0 2 2 16 4 15 4 0 16 4 50 16 52 0 1 15 15
split_gain=5.29627 1.22917 1.30758 0.555292 0.680279 0.51427 0.447071 0.288571 0.532628 0.256854 0.259407 0.204495 0.140172 0.143062 0.109689 0.0876154 0.137501 0.084903 0.0792997 0.0527616
threshold=0.104035 -0.16772499999999999 0.13673000000000005 -0.00077999999999999999 1.0000000180025095e-35 0.11585500000000001 -0.34140499999999996 0.24099500000000004 -0.15614499999999998 -0.082509999999999986 -0.11208499999999998 -0.15796999999999997 0.024315000000000003 0.10883000000000001 0.22564000000000003 -0.016219999999999995 -0.014334999999999999 0.12007000000000002 0.088245000000000004 0.084150000000000016
decision_type=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 17 7 -6 8 -1 15 -11 -4 13 -12 -7 16 -10 -3 19 -17
right_child=1 2 11 -5 6 14 -8 -9 9 10 12 -13 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.0012747975656621831 0.0010514407134688015 0.000923824802885975 0.00035260566547391532 0.00032348902483732755 0.00072482668091362705 0.00063223418281472274 0.00036543029548350439 0.00072271312708750235 0.00081917027921769457 0.00076767545371436837 0.00097860965757359786 7.5757735508279756e-05 0.00082947476013405517 0.00086259828606528887 0.00084264308739020652 0.0010900904869009939 0.0010522575474972008 0.0007546592514518489 0.0011758687331519897 0.00099071558962255204
leaf_weight=61 52 73 58 59 68 60 86 54 53 98 777 59 103 143 53 111 63 65 54 160
leaf_count=61 52 73 58 59 68 60 86 54 53 98 777 59 103 143 53 111 63 65 54 160
internal_value=0 0.000569491 0.000515866 0.000616621 0.000675729 0.000948003 0.000524354 0.000962588 0.000970548 0.000958643 0.000931762 0.0002133 0.000947446 0.000960616 0.000731233 0.00102689 0.000946065 0.000844401 0.00105564 0.00103155
internal_weight=0 520 468 351 292 1790 154 1677 1623 1562 1121 117 1023 920 113 441 116 138 325 271
internal_count=2310 520 468 351 292 1790 154 1677 1623 1562 1121 117 1023 920 113 441 116 138 325 271
is_linear=0
shrinkage=0.0032998


Tree=8124
num_leaves=21
num_cat=0
split_feature=1 3 123 15 0 0 16 1 147 15 15 15 13 0 157 157 42 15 16 13
split_gain=11.988 3.09259 1.02287 0.696685 0.510951 0.52481 0.332932 0.379627 0.317709 0.322585 0.335041 0.30159 0.333938 0.262683 0.254346 0.200894 0.19487 0.168895 0.100659 0.0717583
threshold=0.104035 -0.06340999999999998 0.081180000000000016 -0.086599999999999996 -0.019414999999999998 -0.075969999999999996 -0.016354999999999998 0.11481500000000001 0.086575000000000013 0.12164500000000002 -0.021954999999999999 -0.12431499999999999 -0.053824999999999991 -0.097414999999999988 -0.083614999999999981 -0.074224999999999985 -0.080744999999999983 0.091990000000000016 0.0014300000000000001 -0.061199999999999991
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 3 8 -2 5 6 7 -3 9 10 11 13 18 -1 -12 -16 -14 -17 -13 -5
right_child=1 4 -4 19 -6 -7 -8 -9 -10 -11 14 12 16 -15 15 17 -18 -19 -20 -21
leaf_value=0.0015415580238159541 0.00076879770315420716 0.00078264056757125391 0.00087078627811864619 0.0013155698750412677 0.00022441033771151826 0.00077310850087947472 0.00024911941784057509 0.00043495888799033799 0.0010220217361458115 0.001028210473482054 0.0015070521355171436 0.0013195529199240277 0.0012016391112535947 0.0012311728689376881 0.0011128324918949122 0.0013583120555978481 0.00099049644947761918 0.0012551298665406795 0.0011841917512808904 0.0011362785145029564
leaf_weight=59 56 53 70 53 54 98 52 99 52 52 86 174 93 64 52 624 105 256 103 55
leaf_count=59 56 53 70 53 54 98 52 99 52 52 86 174 93 64 52 624 105 256 103 55
internal_value=0 0.000694034 0.00126337 0.00106917 0.00052112 0.000574058 0.000478263 0.000556422 0.00127933 0.00128733 0.00129565 0.00123286 0.0011946 0.00138034 0.00133249 0.00131635 0.00108985 0.00132834 0.00126935 0.00122459
internal_weight=0 520 1790 164 356 302 204 152 1720 1668 1616 598 475 123 1018 932 198 880 277 108
internal_count=2310 520 1790 164 356 302 204 152 1720 1668 1616 598 475 123 1018 932 198 880 277 108
is_linear=0
shrinkage=0.0032998


Tree=8125
num_leaves=23
num_cat=0
split_feature=1 2 2 150 4 52 1 11 2 52 4 1212 403 1 13 12 4 52 133 133 47 12
split_gain=5.47092 0.702349 0.693564 0.412176 0.366296 0.259303 0.337596 0.236397 0.258667 0.12682 0.109487 0.112031 0.0836351 0.0766295 0.0997898 0.0762303 0.0719493 0.0652489 0.0487258 0.0803345 0.0278527 0.0233882
threshold=0.11654500000000001 0.099675000000000014 0.14234000000000005 1.0000000180025095e-35 0.27044500000000005 -0.44579999999999992 0.10600000000000002 1.0000000180025095e-35 -0.0091949999999999983 0.0029250000000000005 -0.0030749999999999996 0.11006000000000002 -0.5335399999999999 0.086050000000000015 -0.053824999999999991 0.092755000000000018 -0.017574999999999997 0.10855000000000002 -0.0079049999999999971 0.085275000000000004 0.10019500000000002 -0.074254999999999988
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 7 4 5 20 -3 9 8 -1 15 11 12 -10 18 -15 -7 -14 -11 -12 -20 -2 -6
right_child=2 3 -4 -5 21 6 -8 -9 10 17 13 -13 16 14 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.00061428587646806339 0.00052629483834916891 0.00088261685224464922 0.00011350878740971183 0.00046469350897616326 0.00035718942883967536 0.00056310921329757438 0.00048358364197173152 0.0010160968262271006 0.00098782715504609937 0.00089377130343034467 0.00074314317630237866 0.00070018342281142688 0.00083710752277462374 0.00081175639690149904 0.00061116038013877519 0.00073504942625822369 0.00090437763560634896 0.00075005193942576846 0.00095201917018402379 0.00078548691072545713 0.00064139141299929996 0.00025550643847175729
leaf_weight=60 52 102 103 72 55 52 69 79 57 61 65 52 760 56 57 69 247 95 60 77 52 52
leaf_count=60 52 102 103 72 55 52 69 79 57 61 65 52 760 56 57 69 247 95 60 77 52 52
internal_value=0 0.00080328 0.000335936 0.000697767 0.000444347 0.000735146 0.00069157 0.000838205 0.000828756 0.000743252 0.000837724 0.000853409 0.000860864 0.000782042 0.000710883 0.000661449 0.000853643 0.000806476 0.000821675 0.000858678 0.000584182 0.000308103
internal_weight=0 2090 314 520 211 448 346 1570 1491 277 1431 1116 1064 315 113 121 1007 156 202 137 104 107
internal_count=2404 2090 314 520 211 448 346 1570 1491 277 1431 1116 1064 315 113 121 1007 156 202 137 104 107
is_linear=0
shrinkage=0.0032998


Tree=8126
num_leaves=17
num_cat=0
split_feature=2 0 0 14 2 0 41 4 3 1212 11 2 457 1210 49 4
split_gain=0.269728 0.127639 0.117308 0.110534 0.112759 0.179614 0.0924437 0.108782 0.171051 0.0869338 0.0864782 0.103703 0.0731663 0.0782851 0.0730554 0.0411408
threshold=0.11461500000000001 -0.026509999999999995 -0.15202999999999997 -1.0000000180025095e-35 -0.0091949999999999983 -0.067969999999999989 0.079395000000000007 -0.082184999999999994 0.092330000000000009 0.089995000000000019 0.082485000000000017 0.095415000000000014 0.08457000000000002 -0.061049999999999993 -1.0000000180025095e-35 0.080165000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 9 12 10 11 -6 13 -9 -4 -16
right_child=1 -3 14 4 6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=0.014192291972909922 -0.0037154194041916686 -0.0058700573846280427 -0.0009694355014753486 0.0084203030836598972 0.009353433160193679 -0.0045953305927827429 -0.00026997448331112276 0.011294161601085756 -0.0015740909144034414 0.0026499730104043964 0.0035466839213842633 0.016468195100305852 0.011383211124076255 0.0058158932428422992 0.0085851180098285435 0.0035859862482003858
leaf_weight=52 61 56 53 55 286 66 53 80 78 54 54 74 83 1109 94 96
leaf_count=52 61 56 53 55 286 66 53 80 78 54 54 74 83 1109 94 96
internal_value=0 0.00150255 0.00286657 0.00650501 0.00630343 0.00130602 0.00662566 0.00682768 0.00605717 0.00904645 0.00987643 0.0108209 0.00652654 0.006186 0.00452624 0.0060687
internal_weight=0 360 304 2044 1992 121 1871 1818 1350 468 414 360 1272 1189 243 190
internal_count=2404 360 304 2044 1992 121 1871 1818 1350 468 414 360 1272 1189 243 190
is_linear=0
shrinkage=0.16829


Tree=8127
num_leaves=20
num_cat=0
split_feature=3 4 1375 3 15 2 3 4 3 15 16 2 16 16 51 3 16 43 2
split_gain=0.192663 0.126064 0.120778 0.17135 0.261275 0.0958571 0.0825852 0.136479 0.094227 0.0602351 0.0789295 0.0995078 0.0566407 0.127865 0.0509296 0.0333571 0.0233338 0.0165227 0.00603815
threshold=0.25468500000000005 0.043850000000000007 -0.092319999999999985 0.083605000000000013 -0.0043649999999999991 0.10060500000000001 -0.15315499999999996 -0.14236999999999997 -0.046989999999999997 -0.045404999999999994 -0.44010499999999991 0.11543000000000002 -0.019749999999999993 0.25761500000000009 -0.39981499999999998 -0.027864999999999997 -0.11118499999999999 -0.069434999999999983 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 -8 -9 10 11 -3 -7 -14 -12 17 -2 -16 -11
right_child=16 9 3 4 -6 12 7 8 -10 18 14 -13 13 -15 15 -17 -18 -19 -20
leaf_value=-0.0020869475762630148 0.00051721328180699829 0.01056429306969011 0.012638505285053661 0.021184637818715924 0.005437535788659899 0.0061343338244235612 -0.0022888525317003227 0.0058921585168024045 0.012322250736523222 -0.0019976242660488656 0.0061848236558559935 0.0015046276875103565 -0.0037936871814735337 0.0052093052229282375 0.00092685361545520085 0.003056359568309882 -0.00432109083209064 -0.0031681220246349705 0.00050045071997529818
leaf_weight=53 53 86 54 52 71 89 55 1148 69 53 64 58 85 94 52 95 59 59 55
leaf_count=53 53 86 54 52 71 89 55 1148 69 53 64 58 85 94 52 95 59 59 55
internal_value=0 0.00512161 0.00580036 0.00604487 0.0121095 0.00557578 0.00616352 0.00588722 0.0062582 0.00281666 0.00374069 0.00692774 0.00266107 0.000924104 0.00203428 0.000736075 -0.0020155 -0.00123357 -0.000708821
internal_weight=0 2292 1770 1717 123 1594 1326 1272 1217 522 414 144 268 179 270 206 112 111 108
internal_count=2404 2292 1770 1717 123 1594 1326 1272 1217 522 414 144 268 179 270 206 112 111 108
is_linear=0
shrinkage=0.16829


Tree=8128
num_leaves=17
num_cat=0
split_feature=40 13 1213 43 11 13 1375 12 15 49 15 133 42 15 474 472
split_gain=0.149185 0.0780291 0.122108 0.0878102 0.100564 0.0976649 0.0810317 0.0600722 0.0964139 0.0867464 0.0745755 0.0585742 0.0563543 0.0496187 0.0492591 0.0656234
threshold=0.051255000000000002 -0.10899499999999999 0.041405000000000004 0.12344500000000001 1.0000000180025095e-35 -0.42195999999999995 -0.097394999999999982 0.084405000000000022 0.084610000000000005 -0.083094999999999988 -0.0061449999999999986 -0.42671999999999993 -0.067534999999999998 0.085355000000000014 -0.072334999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 -1 -3 8 9 -8 -11 -9 -4 -14 -13 -16
right_child=-2 2 12 -5 -6 -7 7 11 -10 10 -12 14 13 -15 15 -17
leaf_value=0.0016983618756984504 -0.0049167272987326515 -0.0014408792722846934 0.0048756388850491918 0.007170310798439097 0.005095651198323955 -0.0081546347878395931 0.011830057054593881 0.0094703213631568365 0.012207588899385266 0.0061571071413814476 0.0011893665774949239 -0.00085627246387415278 -0.0052962156949408618 0.0012257923569461077 -0.00042148534732783856 0.004733182760062263
leaf_weight=53 52 55 58 53 57 61 58 63 74 337 116 52 55 82 74 1104
leaf_count=53 52 55 58 53 57 61 58 63 74 337 116 52 55 82 74 1104
internal_value=0 0.00418094 0.00449573 0.00118239 -0.000663007 -0.0035581 0.00490073 0.00508741 0.00650907 0.00568033 0.00488898 0.00444281 0.000471847 -0.00137942 0.00418384 0.00440785
internal_weight=0 2352 2128 224 171 114 1933 1878 585 511 453 1293 195 137 1230 1178
internal_count=2404 2352 2128 224 171 114 1933 1878 585 511 453 1293 195 137 1230 1178
is_linear=0
shrinkage=0.16829


Tree=8129
num_leaves=23
num_cat=0
split_feature=1 2 52 2 2 2 14 3 3 3 0 52 1446 2 12 0 52 1 484 0 52 52
split_gain=9.65868 2.65513 1.17963 0.975275 0.613651 0.664102 0.457819 0.391801 0.332972 0.318421 0.177992 0.216027 0.176497 0.157497 0.154043 0.146273 0.144738 0.120732 0.11889 0.0833175 0.0667207 0.0279261
threshold=0.10538500000000002 0.14530500000000005 -0.40492999999999996 0.09857500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.054835000000000009 0.086245000000000016 -0.018739999999999996 -0.097574999999999981 -0.014334999999999999 0.047850000000000011 0.037915000000000011 0.085075000000000026 0.095175000000000023 -0.080689999999999984 0.11110500000000002 0.093700000000000019 -0.08176499999999999 -0.13972999999999997 0.40945500000000007 -0.43163499999999994
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 -2 6 -4 -6 7 9 -7 13 11 15 16 -1 -13 -5 17 -11 -14 -10 -18 -17
right_child=1 -3 4 10 5 8 -8 -9 19 12 -12 14 18 -15 -16 21 20 -19 -20 -21 -22 -23
leaf_value=0.00091391246173489751 0.0012351077397965715 0.00015811413321118836 0.00047783572273556375 0.00087994942469613654 0.0010551515045036284 0.00049255494632430004 0.0014943034755928949 0.0009467973382844807 0.00071554197799552049 0.0012399468735602706 0.00089588358892025478 0.0013029987027116509 0.0012069738238225318 0.001144270777394824 0.0010651624818306864 0.0011305027185737749 0.0010280550617213645 0.0010998064619443962 0.0014110375973994227 0.00088238117623389359 0.0011807122862451016 0.0010119357771917461
leaf_weight=52 53 93 95 78 74 65 60 66 93 836 92 56 52 96 70 54 64 78 93 55 75 54
leaf_count=52 53 93 95 78 74 65 60 66 93 836 92 56 52 96 70 54 64 78 93 55 75 54
internal_value=0 0.000664668 0.000772885 0.00117007 0.000708662 0.000784945 0.00120962 0.00119749 0.000690906 0.00120976 0.00102588 0.0010641 0.00122779 0.00106357 0.00117115 0.000991388 0.00121257 0.00122803 0.0013381 0.000777781 0.00111068 0.00107155
internal_weight=0 528 435 1876 382 287 1472 1412 213 1346 404 312 1198 148 126 186 1053 914 145 148 139 108
internal_count=2404 528 435 1876 382 287 1472 1412 213 1346 404 312 1198 148 126 186 1053 914 145 148 139 108
is_linear=0
shrinkage=0.0032998


Tree=8130
num_leaves=23
num_cat=0
split_feature=1 4 3 4 1 3 10 4 1 4 3 1 12 14 3 3 12 1 151 393 1 4
split_gain=7.55743 1.57337 1.15339 0.610829 0.495014 0.342104 0.308333 0.190594 0.178128 0.205596 0.175479 0.202852 0.197573 0.137789 0.285342 0.316779 0.201974 0.117706 0.112073 0.0871443 0.0624361 0.0381694
threshold=0.104035 -0.34140499999999996 -0.036004999999999988 0.24099500000000004 0.12180500000000001 -0.076554999999999998 -1.0000000180025095e-35 -0.37626499999999991 0.13554500000000003 0.39574000000000004 0.09037000000000002 0.096860000000000016 0.094955000000000025 0.076175000000000007 -0.12077499999999998 -0.16324999999999998 0.083795000000000022 0.083555000000000018 -0.084129999999999996 0.087465000000000015 0.11332500000000002 -0.00045499999999999995
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 4 5 20 13 -4 -7 9 -8 11 12 17 14 15 -1 -16 -9 -18 -20 -3 -14
right_child=1 2 6 -5 -6 7 8 10 -10 -11 -12 -13 21 -15 16 -17 18 -19 19 -21 -22 -23
leaf_value=0.0010086478646920971 0.001013570964204307 0.00086778613147008401 9.2623421679465364e-05 0.0006186696924237676 0.0004119289081480903 0.0010720337279110229 0.0003204337887073643 0.001062084648972303 0.00022581506814605754 0.0005568654932669823 0.00069233326164657512 0.0006985541087097633 0.00087999620287543029 0.0011598869776506299 0.0011622968427674118 0.0006495180179146939 0.0010946253287484899 0.00089604278254347576 0.00096651786233379819 0.001098200023377009 0.00070351637516082456 0.00077174169892445113
leaf_weight=52 58 55 57 59 60 58 93 114 72 72 56 53 96 53 80 57 101 86 857 63 54 70
leaf_count=52 58 55 57 59 60 58 93 114 72 72 56 53 96 53 80 57 101 86 857 63 54 70
internal_value=0 0.000500769 0.000436454 0.00095072 0.000653872 0.000961608 0.000311356 0.000890849 0.000363814 0.000423818 0.000868651 0.000892132 0.000920067 0.000991442 0.000984034 0.000821169 0.00100013 0.000990863 0.000987385 0.000975574 0.000786728 0.000834559
internal_weight=0 521 463 1855 169 1796 294 533 237 165 475 419 366 1263 1210 109 1101 200 1021 920 109 166
internal_count=2376 521 463 1855 169 1796 294 533 237 165 475 419 366 1263 1210 109 1101 200 1021 920 109 166
is_linear=0
shrinkage=0.0032998


Tree=8131
num_leaves=25
num_cat=0
split_feature=3 2 2 2 14 0 52 2 3 150 0 42 2 0 0 3 128 52 1213 3 34 3 43 2
split_gain=3.76145 1.1808 1.45373 0.645409 0.576229 0.385025 0.36348 0.335964 0.280578 0.224388 0.20412 0.136661 0.181123 0.120212 0.264237 0.102748 0.0929268 0.102423 0.0627919 0.057039 0.0559586 0.0483827 0.0451269 0.0299516
threshold=-0.059629999999999996 0.10859000000000001 -1.0000000180025095e-35 0.12131500000000002 0.076175000000000007 -0.064804999999999988 -0.54663499999999987 0.14721500000000001 -0.10919499999999999 0.083435000000000023 -0.074754999999999988 0.088060000000000013 0.093680000000000013 -0.15202999999999997 -0.10417499999999999 -0.08397499999999998 0.091340000000000018 0.085540000000000019 -0.026524999999999996 0.12566000000000002 -0.080814999999999984 -0.081814999999999985 -0.077604999999999993 0.09678500000000001
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 20 4 5 11 -7 10 -8 13 19 12 16 -4 -15 -13 17 -1 -17 -3 -2 -20 -14 -16
right_child=1 7 9 -5 -6 6 8 -9 -10 -11 -12 15 22 14 23 18 -18 -19 21 -21 -22 -23 -24 -25
leaf_value=0.00089062432539714046 0.00035321219091720559 0.00026821419790908405 0.00091879320435589884 0.00046108806918927899 0.0011256137393541499 0.0008861187748963246 0.00042527326522046451 0.00017225398764656575 0.00070623830970318311 0.00055661431220643137 0.00057098239249983964 0.00063793303454016015 0.00077806308723086745 0.00053854774678747117 0.00076951823419731927 0.00068740568296139955 0.0007471667843802597 0.00080279325242149375 0.00089460505287763449 0.00041093270388839855 0.00019913408615114935 0.00077928621001501885 0.00065274749857994921 0.00088432703842145435
leaf_weight=452 54 67 54 66 56 54 76 98 81 64 60 71 69 52 62 73 94 230 53 60 52 254 69 55
leaf_count=452 54 67 54 66 56 54 76 98 81 64 60 71 69 52 62 73 94 230 53 60 52 254 69 55
internal_value=0 0.000491353 0.000608729 0.000782268 0.000795236 0.000783474 0.000651407 0.000329375 0.000570454 0.000730772 0.000411528 0.000803863 0.000827467 0.000780597 0.000736231 0.000755947 0.000847305 0.000861056 0.000777905 0.000335918 0.000277959 0.000799309 0.000715661 0.000823789
internal_weight=0 678 393 1698 1632 1576 211 285 157 287 187 1365 914 223 169 451 776 682 380 127 106 307 138 117
internal_count=2376 678 393 1698 1632 1576 211 285 157 287 187 1365 914 223 169 451 776 682 380 127 106 307 138 117
is_linear=0
shrinkage=0.0032998


Tree=8132
num_leaves=19
num_cat=0
split_feature=2 156 159 2 34 16 133 16 12 43 12 48 1454 0 3 12 12 12
split_gain=0.181492 0.130524 0.126266 0.125362 0.145232 0.114784 0.15143 0.135316 0.110579 0.0944391 0.10313 0.112191 0.0772046 0.073949 0.071687 0.159813 0.0923398 0.0273879
threshold=0.099325000000000011 0.10942000000000002 0.093320000000000014 -1.0000000180025095e-35 -0.078549999999999995 -0.0024749999999999993 0.086505000000000012 0.41088500000000006 -0.036614999999999988 0.019675000000000002 -0.083994999999999986 0.014805 0.078175000000000008 -0.064539999999999986 0.084735000000000019 0.083310000000000009 0.083885000000000015 0.091445000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 9 7 -7 -5 10 -2 17 13 14 15 -10 -17 -12
right_child=1 -3 -4 8 -6 6 -8 -9 12 -11 11 -13 -14 -15 -16 16 -18 -19
leaf_value=0.0064948448406986648 -0.0047298576833837798 0.0093925212906456924 0.0076409448661734014 0.013537428729391282 -0.0040859331317842024 -0.010862129412190011 0.0040926996699533931 4.8607629449397983e-05 0.013839351945612812 0.0077956067001465588 0.0083619494053740889 -0.0017406010380841765 0.010526409597684508 0.0011371669154724047 0.00010036650261589604 -0.001133387816799471 0.006031475716957925 0.0032061308679378108
leaf_weight=71 65 70 88 56 76 70 65 59 73 77 71 85 96 100 58 53 1091 52
leaf_count=71 65 70 88 56 76 70 65 59 73 77 71 85 96 100 58 53 1091 52
internal_value=0 0.0024916 0.00172441 0.00572073 0.00101229 0.000764022 -0.00251476 -0.00585802 0.00617282 0.00258653 0.00111073 0.00294455 0.00589123 0.00556631 0.00591228 0.00618779 0.00569797 0.00619686
internal_weight=0 702 632 1674 147 544 194 129 1527 350 273 208 1471 1375 1275 1217 1144 123
internal_count=2376 702 632 1674 147 544 194 129 1527 350 273 208 1471 1375 1275 1217 1144 123
is_linear=0
shrinkage=0.16829


Tree=8133
num_leaves=16
num_cat=0
split_feature=15 483 15 15 41 457 1 483 3 16 13 43 483 15 16
split_gain=0.164791 0.153489 0.108761 0.107942 0.106092 0.112762 0.172566 0.102041 0.0995375 0.225405 0.117146 0.0899317 0.0551446 0.0214228 0.0116541
threshold=-0.26424499999999995 0.086310000000000012 -0.45726999999999995 -0.14524999999999996 0.079395000000000007 0.083415000000000017 0.088415000000000007 0.091685000000000016 -0.14162499999999997 0.14091500000000004 0.24154 -0.083329999999999987 0.10536000000000002 -0.53159999999999996 -0.095794999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 14 5 8 -7 -3 9 -5 11 -10 -9 -1 -2
right_child=1 7 -4 4 -6 6 -8 12 10 -11 -12 -13 -14 -15 -16
leaf_value=0.0045622144190807417 0.007280752111523789 0.015154959166972277 -0.0064729934612177131 0.017284542527046472 -0.0028015792527209009 0.0061923348379651685 -0.0047474732574291859 0.002938408631899609 0.0066665932333026109 0.0023297956490751404 -0.0038338027355694563 0.0034999569299046089 0.0094867434928176154 -0.00014739541253479672 0.010930068372604056
leaf_weight=55 56 53 65 52 70 69 100 68 328 64 53 1156 81 53 53
leaf_count=55 56 53 65 52 70 69 100 68 328 64 53 1156 81 53 53
internal_value=0 0.00435904 -0.00102679 0.00391111 0.00361285 0.00386028 -0.000270294 0.00878735 0.00428366 0.00904914 0.00392284 0.00420107 0.0065103 0.00223438 0.00907167
internal_weight=0 2203 173 2001 1892 1822 169 202 1653 116 1537 1484 149 108 109
internal_count=2376 2203 173 2001 1892 1822 169 202 1653 116 1537 1484 149 108 109
is_linear=0
shrinkage=0.16829


Tree=8134
num_leaves=17
num_cat=0
split_feature=4 483 51 16 11 151 16 4 4 4 16 16 483 4 52 483
split_gain=0.133838 0.102228 0.185868 0.252531 0.124351 0.171446 0.090557 0.125491 0.208275 0.0868334 0.070696 0.0680622 0.0610497 0.0518684 0.0491029 0.0356627
threshold=0.41345000000000004 0.086880000000000013 0.10664000000000001 -0.051934999999999995 0.077695000000000014 0.086470000000000005 -0.073774999999999993 -0.49013999999999996 -0.10429499999999998 0.50113000000000019 -0.077589999999999978 -0.12029499999999999 0.092110000000000011 -0.16270999999999997 0.085625000000000021 0.10536000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 10 -8 -9 -2 14 -11 -3 -6 -1 -14
right_child=9 12 3 -5 13 -7 7 8 -10 11 -12 -13 15 -15 -16 -17
leaf_value=0.0057657471800517104 -0.0067232089605446825 0.01216391093361399 0.0030390597658681256 -0.011207656003534036 0.0056679311978403936 -0.0058904092681308024 0.0097202296869980508 -0.008220512242592154 0.0026875675974852658 0.0039988750696608004 0.011053530491173406 -0.0036094986551842897 0.0025908811359735195 0.013199488913722426 0.0029801076215067021 0.0078902215743373236
leaf_weight=435 53 54 92 57 54 54 64 53 753 92 52 52 67 52 311 81
leaf_count=435 53 54 92 57 54 54 64 53 753 92 52 52 67 52 311 81
internal_value=0 0.00367925 0.00330913 -0.00239897 0.00377538 0.00342936 0.00373215 0.0025404 0.00196806 -0.000894048 0.00502919 0.00123893 0.00729278 0.00937961 0.00460685 0.00550334
internal_weight=0 2179 1977 149 1828 1722 1668 870 806 197 798 144 202 106 746 148
internal_count=2376 2179 1977 149 1828 1722 1668 870 806 197 798 144 202 106 746 148
is_linear=0
shrinkage=0.16829


Tree=8135
num_leaves=12
num_cat=0
split_feature=2 0 41 0 9 1 12 483 456 42 158
split_gain=0.235561 0.154931 0.136321 0.110563 0.147318 0.0959045 0.094618 0.0818186 0.104696 0.104597 0.103359
threshold=0.16394500000000004 -0.23883999999999997 0.07831500000000001 0.062580000000000011 -1.0000000180025095e-35 0.095950000000000021 0.085325000000000012 0.08981500000000002 0.087225000000000011 0.087970000000000007 0.085900000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4 8 10 -9 -6
right_child=-2 2 6 5 7 -7 -8 9 -10 -11 -12
leaf_value=0.012416034342349438 -0.0081216836465015738 -0.0062496473254959059 0.012926760497193927 0.0026262579399582622 0.0023309519039786029 0.011871922033815114 0.0032723740665966494 -0.005063570768496093 0.0087324709325292075 0.0034327383244585601 0.0067238111437281679
leaf_weight=52 52 53 66 60 1532 69 52 83 88 81 169
leaf_count=52 52 53 66 60 1532 69 52 83 88 81 169
internal_value=0 0.0033227 0.00311203 0.00280303 0.00249459 0.00758554 0.00868751 0.00273281 0.00306282 -0.000856268 0.00276845
internal_weight=0 2305 2253 2135 2006 129 118 1953 1789 164 1701
internal_count=2357 2305 2253 2135 2006 129 118 1953 1789 164 1701
is_linear=0
shrinkage=0.16829


Tree=8136
num_leaves=24
num_cat=0
split_feature=1 3 124 4 1 0 3 47 16 49 0 1 132 4 16 4 42 16 475 16 4 4 42
split_gain=8.63826 2.03727 0.849397 0.472971 0.444231 0.371843 0.329754 0.242216 0.319608 0.230564 0.714302 0.313999 0.207109 0.200885 0.327901 0.182818 0.212521 0.179152 0.156115 0.0840541 0.0802666 0.0780462 0.0711136
threshold=0.10508500000000001 -0.058704999999999993 -0.043384999999999993 0.26900000000000007 0.11684000000000001 -0.077584999999999987 0.0025650000000000004 0.080455000000000013 -0.11118499999999999 -0.014869999999999998 -0.14989499999999997 0.085425000000000015 0.082150000000000015 0.054560000000000004 -0.14743999999999996 -0.42305999999999994 -0.076289999999999983 0.0060650000000000009 -0.083389999999999978 0.052915000000000011 -0.068189999999999987 -0.036279999999999993 0.089370000000000019
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 3 -1 22 6 9 -3 8 -6 11 -11 -4 15 18 -15 -7 -17 20 -12 -20 -18 -19 -2
right_child=1 4 5 -5 7 12 -8 -9 -10 10 13 -13 -14 14 -16 16 17 21 19 -21 -22 -23 -24
leaf_value=0.00066552334382971264 0.0010019078978564314 0.00029642236225625685 0.0010211228896378761 0.0005449596446179877 0.00030076643070503999 0.0010729254696915014 0.00065003314084094389 0.00042892522875987745 -4.7734154751564371e-06 0.0013254614033377764 0.0011658415164263799 0.00070690581113465746 0.00073121749544782788 0.0010626831636240573 0.00069069234637707721 0.0010741076741030856 0.00098805413309530359 0.00066251641910640023 0.0010250161978905697 0.00088761011814938041 0.00084111832189489157 0.00084633667966490915 0.00082399005440363376
leaf_weight=92 52 53 90 61 85 93 64 52 66 88 87 58 60 52 53 68 110 52 784 56 72 55 54
leaf_count=92 52 53 90 61 85 93 64 52 66 88 87 58 60 52 53 68 110 52 784 56 72 55 54
internal_value=0 0.0004823 0.000975857 0.00077789 0.000327929 0.000991895 0.000490152 0.000234257 0.000166986 0.0010224 0.00103878 0.000898222 0.000915984 0.0010143 0.000875252 0.000940541 0.000905955 0.000866268 0.00103001 0.0010159 0.000930119 0.000757333 0.000911603
internal_weight=0 487 1870 167 320 1778 117 203 151 1268 1120 148 510 1032 105 450 357 289 927 840 182 107 106
internal_count=2357 487 1870 167 320 1778 117 203 151 1268 1120 148 510 1032 105 450 357 289 927 840 182 107 106
is_linear=0
shrinkage=0.0032998


Tree=8137
num_leaves=24
num_cat=0
split_feature=1 1 52 1 14 150 52 2 1 1 2 51 150 43 43 1 2 49 2 15 50 1 15
split_gain=9.29346 1.7277 0.841708 0.785151 0.413696 0.385755 0.349187 0.314168 0.313935 0.274229 0.265088 0.28609 0.253544 0.23303 0.16404 0.142008 0.119626 0.109384 0.107415 0.0975637 0.0679072 0.0307564 0.0131149
threshold=0.104035 0.13662500000000002 -0.41304999999999997 0.089710000000000026 0.062655000000000016 0.083435000000000023 0.12635000000000005 0.14363500000000004 0.10871500000000002 0.11481500000000001 0.10836000000000003 0.11178000000000002 0.099590000000000026 -0.082144999999999982 -0.033174999999999989 0.091900000000000023 0.11693000000000002 -0.0045849999999999997 0.085145000000000012 -0.083359999999999976 0.093975000000000017 0.097145000000000023 -0.049279999999999997
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 4 10 13 8 -3 -4 -10 11 12 14 -5 17 -15 -12 -1 -16 -11 21 -17 -18
right_child=1 7 6 5 -6 -7 -8 -9 9 19 16 -13 -14 15 18 20 22 -19 -20 -21 -22 -23 -24
leaf_value=0.001111961883924476 0.00099496852989022343 0.00032260147963210963 0.00027717918543357199 0.00072006015882290515 0.0012991841931687725 0.00065586576653628317 0.00078140972590520384 -2.2162390819851364e-05 0.0007160087778534626 0.00039826986204987092 0.00081527941614081259 0.00081034963487550777 0.00083687009092859406 0.00081919251670924543 0.0011608551322096889 0.001128220452794857 0.0010299037816738884 0.00099618545057095264 0.0010672013308058697 0.00057581516332327941 0.00092376409289759152 0.0010055357031942542 0.00094041247462089224
leaf_weight=122 52 55 58 52 64 77 56 60 74 89 85 56 57 55 233 55 53 414 365 57 61 54 53
leaf_count=122 52 55 58 52 64 77 56 60 74 89 85 56 57 55 233 55 53 414 365 57 61 54 53
internal_value=0 0.000497835 0.000603632 0.00100446 0.00103752 0.00086406 0.0005426 0.000142418 0.000494368 0.000551466 0.00102585 0.00104358 0.00105452 0.000921806 0.00106543 0.000968275 0.000909927 0.0010226 0.00110375 0.000467827 0.0010163 0.00106776 0.000985491
internal_weight=0 501 386 1856 1502 354 334 115 278 220 1438 1247 1191 277 1134 225 191 536 598 146 170 109 106
internal_count=2357 501 386 1856 1502 354 334 115 278 220 1438 1247 1191 277 1134 225 191 536 598 146 170 109 106
is_linear=0
shrinkage=0.0032998


Tree=8138
num_leaves=21
num_cat=0
split_feature=1 3 2 123 2 14 16 15 15 3 15 16 13 2 16 13 42 399 16 15
split_gain=5.61545 1.48012 0.694351 0.493665 0.462883 0.245778 0.245208 0.19506 0.156375 0.369052 0.194456 0.140937 0.144868 0.138492 0.12469 0.145342 0.0991874 0.0657976 0.0596216 0.0459677
threshold=0.10538500000000002 -0.046329999999999989 0.14721500000000001 0.081990000000000021 -1.0000000180025095e-35 0.054835000000000009 -0.24900499999999998 -0.19301999999999997 0.029300000000000003 -0.13088999999999998 0.084925000000000014 -0.0079449999999999989 -0.083894999999999983 0.092300000000000007 -1.0000000180025095e-35 -0.0042049999999999995 0.11623000000000001 0.088015000000000024 -0.083104999999999984 -0.055344999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 5 -3 7 -2 -1 9 -9 18 12 -11 -13 15 -6 17 -12 -10 -8
right_child=1 2 -4 -5 14 -7 19 8 10 11 16 13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00098514802919492266 0.00046206863255671691 0.00011179588320501368 -6.4597344362742889e-05 0.00054002406225307667 0.00037684157493798437 0.001009865637173241 0.00066693622561722762 0.00055648362869389304 0.00088922714245927693 0.00081901262403539273 0.00081322737345893427 0.00090037870361609504 0.00069175695347155623 0.00077103735038054448 0.00029472276384377689 0.00060721770645622984 0.00069968588599336019 0.00094124315797881777 0.0010343351187410673 0.00080249283362980519
leaf_weight=66 58 70 57 75 63 69 71 82 89 179 519 193 230 182 53 59 83 52 55 52
leaf_count=66 58 70 57 75 63 69 71 82 89 179 519 193 230 182 53 59 83 52 55 52
internal_value=0 0.000404532 0.000262918 0.000803724 0.000339259 0.000814698 0.000640622 0.000806894 0.000799802 0.00076857 0.000833652 0.000790708 0.000747537 0.000837699 0.000430044 0.000488542 0.000809104 0.000824947 0.000944895 0.000724531
internal_weight=0 483 302 1874 245 1799 181 1730 1664 866 798 784 409 375 175 122 654 571 144 123
internal_count=2357 483 302 1874 245 1799 181 1730 1664 866 798 784 409 375 175 122 654 571 144 123
is_linear=0
shrinkage=0.0032998


Tree=8139
num_leaves=30
num_cat=0
split_feature=1 15 11 10 1 12 3 4 3 40 15 4 12 3 48 13 2 13 12 12 4 3 50 2 4 402 400 475 3
split_gain=5.01604 1.28399 0.962919 0.810028 0.684406 0.526972 0.374553 0.332702 0.32533 0.255467 0.231375 0.238334 0.212992 0.17825 0.153225 0.154556 0.122372 0.115682 0.141069 0.11292 0.105124 0.0984 0.0967421 0.0830591 0.0728403 0.0615446 0.094191 0.0517827 0.0359714
threshold=0.11663000000000003 0.022565000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.088595000000000021 0.087215000000000015 -1.0000000180025095e-35 0.043850000000000007 -0.049204999999999992 -1.0000000180025095e-35 -0.12431499999999999 0.053255000000000004 0.092495000000000008 0.12991000000000003 -1.0000000180025095e-35 -0.087084999999999982 0.08673500000000002 -0.085764999999999994 0.083785000000000012 0.086565000000000017 0.0082450000000000006 -0.07964499999999998 0.089030000000000012 0.084945000000000007 -0.068189999999999987 0.090075000000000002 -0.064794999999999978 -1.0000000180025095e-35 -0.080464999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 -2 10 6 9 -8 -5 -6 19 14 17 -10 -12 -16 -17 23 -19 -1 27 -13 24 -3 28 26 -20 -7 -14
right_child=3 2 -4 8 5 20 7 -9 13 -11 11 21 22 -15 15 16 -18 18 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0011532122660718406 9.7082847062901948e-05 0.0010198821164272749 0.0014584865541805076 0.00072109461330781472 0.00064782030366592695 0.00087347980741039563 0.00062956150918689203 0.00097403801178768594 0.0003471020987387431 0.00034567128161508599 0.0010918642369716269 0.00065911176659126376 0.00095044952696272228 0.00056922810903466321 0.0010432285539597427 0.0007623239656291801 0.00090724810357637722 0.0012012278721846128 0.0011156643582526846 0.0009390395302904446 0.00077486808468558576 0.00084031599844245188 0.0008008979852815862 0.00084840935050492375 0.00087136582623297887 0.0011397485817867686 0.00097631097626311514 0.0010258128356089387 0.001073616000976018
leaf_weight=60 54 75 52 78 76 52 71 55 79 52 54 57 70 81 74 85 303 67 76 54 58 86 64 59 80 54 220 57 54
leaf_count=60 54 75 52 78 76 52 71 55 79 52 54 57 70 81 74 85 303 67 76 54 58 86 64 59 80 54 220 57 54
internal_value=0 0.000925063 0.00102161 0.000462747 0.000854605 0.000747093 0.000651913 0.000780208 0.000545565 0.000525347 0.000913114 0.000889023 0.000993828 0.000459774 0.000922401 0.000902518 0.00087559 0.00103145 0.00105926 0.00105207 0.000891647 0.000768334 0.00091634 0.000944646 0.000952385 0.00103199 0.00101221 0.000953463 0.00100437
internal_weight=0 2065 871 292 1194 421 254 126 238 128 773 659 819 160 516 462 388 551 417 114 167 143 268 134 204 350 296 109 124
internal_count=2357 2065 871 292 1194 421 254 126 238 128 773 659 819 160 516 462 388 551 417 114 167 143 268 134 204 350 296 109 124
is_linear=0
shrinkage=0.0032998


Tree=8140
num_leaves=18
num_cat=0
split_feature=44 1 4 160 2 1 4 155 50 11 4 52 12 4 4 1 1
split_gain=0.244085 0.280324 0.166703 0.168327 0.142182 0.115772 0.109303 0.0984343 0.0868243 0.10798 0.103239 0.0580443 0.0680008 0.0666416 0.047336 0.0336836 0.0215893
threshold=1.0000000180025095e-35 0.09518500000000002 -0.013324999999999998 0.051820000000000005 0.099675000000000014 0.10797500000000002 0.45363500000000007 0.088740000000000013 0.12070000000000002 0.074925000000000005 -0.47860499999999995 0.087555000000000008 0.086700000000000013 -0.016339999999999997 -0.16772499999999999 0.11302500000000001 0.12007000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 16 14 15 8 9 10 -1 13 -13 -12 -3 -6 -4
right_child=-2 2 3 -5 6 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18
leaf_value=0.014302778117470504 0.016622893311804263 0.0059982928653142678 0.0073087621403571494 -0.007821137526961815 -0.0077524261367900357 0.010593861850422815 0.0031212804740546507 -0.0002172456217347159 -0.00033762673423798481 -0.00040594135249089563 0.0046391303281434456 0.012437578856611491 0.007152862792782066 0.0073931917288459423 -0.0003863030302696125 -0.0020835687504662218 0.0033008017664271083
leaf_weight=52 52 62 78 65 55 86 88 66 52 59 529 91 304 480 69 67 79
leaf_count=52 52 62 78 65 55 86 88 66 52 59 529 91 304 480 69 67 79
internal_value=0 0.00494658 0.00198378 6.79777e-05 0.00147013 0.00578945 -0.00138719 0.00612297 0.00639116 0.0066233 0.00690938 0.00663427 0.0083749 0.00595107 0.0026217 -0.00465393 0.00530346
internal_weight=0 2282 649 432 367 217 210 1633 1567 1515 1456 1404 395 1009 131 122 157
internal_count=2334 2282 649 432 367 217 210 1633 1567 1515 1456 1404 395 1009 131 122 157
is_linear=0
shrinkage=0.16829


Tree=8141
num_leaves=18
num_cat=0
split_feature=44 3 13 0 3 42 4 48 13 4 51 12 12 3 12 3 3
split_gain=0.168742 0.228868 0.425774 0.0980561 0.121019 0.0791157 0.0838629 0.0712867 0.0813675 0.0596983 0.0547743 0.0756137 0.178713 0.0751036 0.053984 0.0505241 0.0353023
threshold=1.0000000180025095e-35 0.11191000000000002 -0.24588999999999997 -0.14454499999999995 0.06269000000000001 0.11623000000000001 -0.049324999999999994 0.082225000000000006 -0.0094049999999999984 -0.012419999999999999 -0.22361999999999996 0.09334000000000002 0.091735000000000025 -0.073159999999999989 0.087495000000000003 -0.075194999999999998 0.31840500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 4 -1 7 -7 10 9 -9 15 12 -12 -13 -11 -5 -3
right_child=-2 2 -4 5 -6 6 -8 8 -10 14 11 13 -14 -15 -16 -17 -18
leaf_value=-0.003070233807629164 0.01382543043638677 0.007596491484685196 -0.012802095141034343 0.0058207975106628323 0.0061880906706276067 0.0044908727459044874 -0.0036612088063097468 0.0096714237925110136 -0.0011895466309012651 -0.0012254645577952036 0.0054675567838839952 0.0016473749379695521 0.013702500473507757 0.0073212418336596231 0.0060507180565588133 0.013159346461354911 0.0014601845054019839
leaf_weight=99 52 55 63 57 67 88 60 52 97 52 1005 246 81 91 64 52 53
leaf_count=99 52 55 63 57 67 88 60 52 97 52 1005 246 81 91 64 52 53
internal_value=0 0.00411438 -0.00179966 0.0045943 0.000655737 0.00492952 0.00117384 0.00523783 0.00267643 0.00491926 0.00567973 0.00539823 0.00608342 0.00318482 0.00277349 0.00933824 0.00460179
internal_weight=0 2282 171 2111 166 1945 148 1797 265 168 1532 1423 1086 337 116 109 108
internal_count=2334 2282 171 2111 166 1945 148 1797 265 168 1532 1423 1086 337 116 109 108
is_linear=0
shrinkage=0.16829


Tree=8142
num_leaves=20
num_cat=0
split_feature=1 52 52 1 39 2 16 16 3 16 1443 39 150 16 16 2 3 50 52
split_gain=3.63095 1.09203 0.68386 0.488232 0.230507 0.231227 0.192071 0.190185 0.156293 0.147356 0.129834 0.120044 0.0888054 0.115268 0.0941635 0.124433 0.0867193 0.0600091 0.0231666
threshold=0.098370000000000027 -0.41304999999999997 0.17829500000000004 0.13686500000000004 0.0041750000000000008 0.106285 0.058765000000000005 -0.0094449999999999968 -0.06340999999999998 -0.082264999999999991 1.0000000180025095e-35 0.086425000000000016 0.10699000000000002 -0.15796999999999997 -0.092364999999999989 0.09742000000000002 0.20828500000000003 0.079410000000000008 0.0029250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 10 7 9 18 11 12 -3 13 -1 17 -16 -5 -15 -7
right_child=1 2 -4 16 -6 8 -8 -9 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20
leaf_value=0.00083142777506012191 0.00073313189882472367 0.00036975276749072347 0.00063682333726739545 0.00018315233152890652 0.00049726246025209788 0.00060024315726577276 0.00053269888270641573 0.00015200965988320888 0.00042296382620093964 0.00051334736043025296 0.00086690492303516842 0.00018877359465887655 0.00057028579351741911 0.00057421131969725449 0.00069646563770957206 0.00082559822971709396 -8.9666911092559366e-08 0.00070362314490993974 0.00069785998830713231
leaf_weight=75 86 130 70 59 72 78 52 63 52 52 53 59 60 110 999 92 53 67 52
leaf_count=75 86 130 70 59 72 78 52 63 52 52 53 59 60 110 999 92 53 67 52
internal_value=0 0.000387526 0.000332215 0.000286578 0.000681759 0.000689847 0.000346397 0.000314414 0.00057787 0.000356722 0.00070382 0.000313443 0.000697634 0.000703297 0.000695691 0.000707387 9.61251e-05 0.000623397 0.000639561
internal_weight=0 624 538 468 1710 1638 356 304 182 241 1456 189 1403 1343 1268 1091 112 177 130
internal_count=2334 624 538 468 1710 1638 356 304 182 241 1456 189 1403 1343 1268 1091 112 177 130
is_linear=0
shrinkage=0.0032998


Tree=8143
num_leaves=28
num_cat=0
split_feature=3 15 16 15 16 124 43 3 16 133 403 160 3 130 2 16 1 0 0 15 1456 3 43 51 403 403 133
split_gain=0.146494 0.110535 0.0896091 0.118584 0.261944 0.104403 0.0964844 0.0884262 0.0847847 0.0800855 0.0664342 0.0649556 0.0729875 0.0811768 0.0551649 0.0555377 0.0528174 0.0527218 0.0477031 0.0731208 0.0480806 0.0471864 0.045454 0.0434635 0.0311945 0.062507 0.0278142
threshold=0.32329500000000005 0.085145000000000012 0.066275000000000014 -0.008094999999999998 -0.081354999999999983 -0.0076699999999999989 -0.015804999999999996 -0.0072299999999999994 0.21684500000000004 0.11370000000000001 -0.021474999999999998 0.0047600000000000012 -0.092019999999999977 0.0062100000000000011 0.088625000000000023 0.31481000000000009 0.084035000000000012 -0.086034999999999986 -0.13972999999999997 -0.12431499999999999 0.083250000000000018 -0.076969999999999997 -0.063549999999999982 -0.13579499999999997 -0.072624999999999981 -0.53317999999999988 -0.0073049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 26 7 -6 -1 -4 11 -7 12 -3 16 -10 -16 17 -14 19 -12 -20 -18 -17 -24 25 -11 -5
right_child=-2 9 8 4 6 10 -8 -9 14 24 18 -13 13 -15 15 22 21 -19 20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0030193144605666312 -0.0039556610196480116 0.01310979960750789 0.011166994259595922 0.0060452749233862362 -0.0016693012461902513 0 -0.011383776996146566 -0.0056737790700091949 0.0081994786372770866 0.00045659612950695245 0.0065869774914582976 0.001928682678713325 0.011849066447860329 0.013088411957489042 -0.0015949078395820738 0.0087740555175562854 -7.0809454651456061e-06 0.0058121674601191789 0.0062656204342351881 -0.00084072266382468177 0.0014853216922595181 0.006531207161262805 -0.00067996474251926691 0.0059851003921932936 -0.00021821154991319056 0.0077657882502020969 0.0015522592731168165
leaf_weight=79 63 65 68 92 61 86 56 57 85 61 65 60 60 53 53 52 63 137 490 88 69 61 54 56 56 74 70
leaf_count=79 63 65 68 92 61 86 56 57 85 61 65 60 60 53 53 52 63 137 490 88 69 61 54 56 56 74 70
internal_value=0 0.00425691 0.00347859 0.00277789 -0.00026057 0.00368745 -0.00633432 -0.000610904 0.00578336 0.00603768 0.00442225 0.00716212 0.00787331 0.00695842 0.00455708 0.00310871 0.0059407 0.00765994 0.00495591 0.00230309 0.00567878 0.00319485 0.00465863 0.00269683 0.00309058 0.00447642 0.00411494
internal_weight=0 2271 1581 1213 279 934 117 136 368 690 798 499 439 374 300 215 321 197 712 153 559 124 162 110 191 135 162
internal_count=2334 2271 1581 1213 279 934 117 136 368 690 798 499 439 374 300 215 321 197 712 153 559 124 162 110 191 135 162
is_linear=0
shrinkage=0.16829


Tree=8144
num_leaves=14
num_cat=0
split_feature=44 3 16 51 11 156 123 147 16 42 157 156 12
split_gain=0.119058 0.136814 0.0888485 0.0675055 0.0624453 0.05357 0.0630749 0.0846013 0.0731855 0.0533448 0.0428176 0.0993332 0.0700641
threshold=1.0000000180025095e-35 0.11191000000000002 -0.15135499999999999 -0.39981499999999998 0.085155000000000022 0.086860000000000007 0.081990000000000021 0.087070000000000022 -0.066704999999999987 0.11623000000000001 -0.076579999999999995 0.089725000000000013 0.087495000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 9 -8 -5 11 -7 -12
right_child=-2 2 -4 4 -6 10 8 -9 -10 -11 12 -13 -14
leaf_value=0.008418978180389421 0.011332404503066525 0.0026798742297222612 -0.0050004559375962611 0.0042731772445811023 -0.00068615049000116883 -0.001397173895722962 -0.0028503237592985252 0.010433498680697749 0.0048495438381096203 0.00062349759688461778 -0.0055577715232609706 0.0078176749832359945 0.0029286977347679835
leaf_weight=78 52 80 91 1362 102 65 80 60 62 125 54 67 56
leaf_count=78 52 80 91 1362 102 65 80 60 62 125 54 67 56
internal_value=0 0.00317404 -0.00139681 0.00354515 0.00335727 0.00357178 0.00390779 0.00421953 0.000498938 0.00396759 0.00121925 0.00326645 -0.00122105
internal_weight=0 2282 171 2111 2033 1931 1689 1547 142 1487 242 132 110
internal_count=2334 2282 171 2111 2033 1931 1689 1547 142 1487 242 132 110
is_linear=0
shrinkage=0.16829


Tree=8145
num_leaves=23
num_cat=0
split_feature=1 1 16 0 16 2 16 160 4 4 484 52 2 51 52 4 2 52 1 0 0 52
split_gain=2.41153 0.581248 0.312644 0.220119 0.222062 0.31043 0.216157 0.21554 0.212572 0.195911 0.16548 0.142208 0.136166 0.164039 0.145469 0.0999968 0.0885566 0.0842683 0.0653881 0.100509 0.0618399 0.0583922
threshold=0.10752500000000002 0.13662500000000002 0.12292000000000002 -0.067659999999999984 0.066275000000000014 0.10136500000000002 -0.0094449999999999968 -0.54119499999999987 0.0051600000000000005 0.50373500000000015 -0.011809999999999999 -0.013174999999999997 0.10222000000000002 -0.092674999999999993 0.26391000000000003 -0.00013999999999999996 0.11252000000000002 -0.040589999999999994 0.086050000000000015 -0.10803999999999998 -0.081049999999999983 -0.27209499999999992
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 6 7 5 -5 16 -1 12 -3 -10 21 13 -9 15 -15 -2 -12 19 -19 -16 -6
right_child=1 9 -4 4 11 -7 -8 8 10 -11 17 -13 -14 14 20 -17 -18 18 -20 -21 -22 -23
leaf_value=0.00077998392933662701 0.0004494894485665227 0.0002057773779959937 0.00056108135573183511 0.00020253432991370644 0.00054479095375292708 0.00053136251843231093 0.00013124542818035323 0.00075394777401652962 0.0006471068953488305 -5.7543955836979398e-05 0.00034333027988333247 0.00039338694906735955 0.0004160452217959594 0.00058596045643116441 0.00038687035665144111 0.0007286172798579571 0.00029788590763072509 0.00064087299310247895 0.00039946158047751831 0.00044832957172735965 0.00054315350092868893 0.00068295875581805355
leaf_weight=53 74 71 66 63 97 63 60 65 58 54 63 52 52 953 55 59 103 53 67 72 61 56
leaf_count=53 74 71 66 63 97 63 60 65 58 54 63 52 52 953 55 59 103 53 67 72 61 56
internal_value=0 0.000281446 0.000359592 0.000555261 0.000477109 0.000367228 0.000303332 0.000571296 0.000564175 9.17407e-05 0.000486623 0.000544473 0.000583643 0.000590919 0.000581493 0.000594312 0.000361467 0.000449982 0.000484794 0.00053025 0.000469357 0.000595592
internal_weight=0 428 303 1942 331 126 237 1611 1558 125 313 205 1245 1193 1128 1012 177 255 192 125 116 153
internal_count=2370 428 303 1942 331 126 237 1611 1558 125 313 205 1245 1193 1128 1012 177 255 192 125 116 153
is_linear=0
shrinkage=0.0032998


Tree=8146
num_leaves=24
num_cat=0
split_feature=1 1 16 16 124 1 2 43 474 15 0 16 16 42 42 49 42 16 42 51 0 43 2
split_gain=4.00788 1.10896 0.378204 0.29215 0.266594 0.180169 0.173525 0.129934 0.122974 0.221454 0.112666 0.165598 0.107263 0.0910546 0.1194 0.126275 0.0975882 0.0996866 0.0820665 0.0567012 0.0548884 0.0470423 0.0434116
threshold=0.10335000000000001 0.14228000000000005 0.27776000000000006 -0.0094449999999999968 -0.076779999999999987 0.11400500000000001 0.091955000000000023 -0.033174999999999989 0.084660000000000027 -0.012074999999999997 -0.14310999999999999 -0.14251999999999995 -0.096104999999999982 -0.095234999999999986 0.077855000000000021 0.047620000000000003 -0.061534999999999999 0.15050500000000003 0.090115000000000015 0.089215000000000017 -0.061204999999999989 -0.033174999999999989 0.10731
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 5 -1 22 8 -7 10 -10 -6 -12 -13 -8 15 16 -15 -18 -16 -14 21 -20 -2
right_child=1 -3 -4 -5 6 7 13 -9 9 -11 11 12 19 14 18 -17 17 -19 20 -21 -22 -23 -24
leaf_value=0.00052344638519329155 0.00064176000310517433 4.4237240925561236e-05 0.00065970994605676436 0.00025517350177314401 0.00089133498506313493 0.00028859428529641495 0.00081317478015003632 0.00048614845670467706 0.00078066887319062786 0.0005150968657987408 0.00057965010377433984 0.00090433112808450402 0.00076619302312246117 0.0006842682354773359 0.00082573253694049839 0.00073557560766387682 0.00041762259861385232 0.00061453647863185382 0.00066983520548348757 0.00065207919140863695 0.00059399508356115999 0.0007911606694123945 0.00050516363396292056
leaf_weight=70 55 82 86 93 78 68 57 81 78 63 55 62 814 54 63 70 61 55 95 55 56 64 55
leaf_count=70 55 82 86 93 78 68 57 81 78 63 55 62 814 54 63 70 61 55 95 55 56 64 55
internal_value=0 0.0003969 0.000462844 0.000414646 0.000724966 0.000471772 0.000732871 0.000396226 0.000755663 0.000662259 0.000768007 0.000758215 0.000768727 0.000685046 0.000670879 0.000615921 0.000566444 0.000511291 0.000718199 0.000759011 0.000686525 0.000718892 0.000573782
internal_weight=0 520 438 352 1850 259 1780 149 1205 141 1064 986 931 575 518 240 170 116 278 869 215 159 110
internal_count=2370 520 438 352 1850 259 1780 149 1205 141 1064 986 931 575 518 240 170 116 278 869 215 159 110
is_linear=0
shrinkage=0.0032998


Tree=8147
num_leaves=12
num_cat=0
split_feature=4 1455 14 48 158 160 159 42 0 4 48
split_gain=0.169957 0.111477 0.106139 0.117053 0.103473 0.0918539 0.168207 0.168422 0.0821298 0.07453 0.0712011
threshold=0.59999500000000017 -0.072959999999999983 0.076175000000000007 0.13252500000000003 -0.18217999999999998 -0.015149999999999999 0.037030000000000007 0.084145000000000011 -0.15653499999999998 0.40124500000000002 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 10 -8 -7 -10 -6
right_child=-2 2 -4 -5 5 8 7 -9 9 -11 -12
leaf_value=0.009429807099845788 -0.0062082572801568491 -0.0038561742195512587 0.009684014990953619 -0.0049034398742988728 0.0041179450008884859 0.008848604371203786 0.00081781552645714031 -0.011029948593992147 0.0038655806666679977 -0.0012833839168441051 -0.0025787177787111606
leaf_weight=80 55 60 66 54 319 89 91 54 1366 84 52
leaf_count=80 55 60 66 54 319 89 91 54 1366 84 52
internal_value=0 0.00324657 0.00302444 0.00282097 0.00301904 0.00322065 0.00127236 -0.00358207 0.00387271 0.00356606 0.00317449
internal_weight=0 2315 2235 2169 2115 2055 516 145 1539 1450 371
internal_count=2370 2315 2235 2169 2115 2055 516 145 1539 1450 371
is_linear=0
shrinkage=0.16829


Tree=8148
num_leaves=20
num_cat=0
split_feature=4 3 123 14 0 48 0 14 4 0 0 4 4 2 3 3 2 52 2
split_gain=2.96142 1.05329 0.547974 0.361847 0.240501 0.23968 0.23634 0.2422 0.213983 0.225787 0.175274 0.384967 0.23882 0.106298 0.0907525 0.0790727 0.0662966 0.0660272 0.0656803
threshold=0.36766000000000004 0.30112000000000005 1.0000000180025095e-35 0.076175000000000007 -0.068669999999999995 0.092265000000000014 -0.14582499999999995 -0.41790499999999997 -0.47860499999999995 -0.030209999999999997 -0.11169999999999998 -0.00013999999999999996 0.0051600000000000005 1.0000000180025095e-35 -0.070494999999999988 0.081640000000000004 0.10124000000000001 -0.0063349999999999995 0.096685000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 8 -2 -8 16 -10 11 -1 14 -9 -12 -13 -6 -14 -4
right_child=6 -3 18 -5 5 -7 7 13 9 -11 12 15 17 -15 -16 -17 -18 -19 -20
leaf_value=0.00042415650323009228 0.00048083665818232548 0.00025047268840047222 0.00057937192135444474 0.00099859003082055048 0.0008992071296792018 0.00044686504832033846 0.00043966339698391684 0.00027186634360177139 0.00069008720405100562 0.00043830618019490372 0.00077393732110325264 0.00083730499171591141 0.00056916046897172157 6.5635904589632317e-05 0.00089822560257769933 0.00066211560344435602 0.000729227732558662 0.00070133745956597036 0.00041899365791475544
leaf_weight=56 75 52 65 58 52 52 53 54 164 52 1089 65 68 56 72 55 56 123 53
leaf_count=56 75 52 65 58 52 52 53 54 164 52 1089 65 68 56 72 55 56 123 53
internal_value=0 0.000715379 0.000726984 0.000740159 0.000732268 0.000656754 0.000327004 0.000256006 0.000690332 0.000629636 0.000750826 0.000651502 0.00076373 0.000167197 0.000781675 0.000757303 0.000811396 0.000654464 0.000507636
internal_weight=0 2132 2080 1962 1904 376 238 163 324 216 1528 176 1352 110 1161 120 108 191 118
internal_count=2370 2132 2080 1962 1904 376 238 163 324 216 1528 176 1352 110 1161 120 108 191 118
is_linear=0
shrinkage=0.0032998


Tree=8149
num_leaves=17
num_cat=0
split_feature=10 13 16 4 133 0 40 12 1455 16 16 42 11 2 16 12
split_gain=0.274636 0.0878193 0.0779954 0.137687 0.149449 0.131046 0.0993712 0.0968266 0.0773699 0.0603546 0.059416 0.114025 0.0815928 0.0511235 0.0405451 0.0352668
threshold=-0.092019999999999977 -0.43167499999999998 -0.41574999999999995 0.0051600000000000005 0.085605000000000014 -0.072864999999999985 -0.0057599999999999986 -0.036614999999999988 -0.03281499999999999 -0.49181999999999998 -0.096104999999999982 0.082410000000000025 0.079300000000000009 0.089540000000000022 -0.54150999999999994 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 6 7 -6 -4 -5 -8 14 11 -10 -12 -9 -3 -15
right_child=1 2 3 4 5 -7 8 13 10 -11 12 -13 -14 15 -16 -17
leaf_value=-0.0082990742651030645 -0.0026683810966561241 0.008411967423705622 0.0094466581654444985 0.0083320125613355785 -0.010624353427509618 0.00047372006014120236 0.0088049967000432255 0.0035989985696716006 0.0022001861506435907 0.011132996126717344 0.0032805404202099582 0.012813686772878809 -0.0024534745610135075 -0.0048357959676776025 0.002616528501770811 0.0010477439527616845
leaf_weight=59 67 55 86 63 55 66 76 101 65 60 1281 52 74 52 94 64
leaf_count=59 67 55 86 63 55 66 76 101 65 60 1281 52 74 52 94 64
internal_value=0 0.00332023 0.00349984 0.00318017 0.000380879 -0.00455601 0.00386605 0.00252074 0.00355485 0.00660376 0.00328256 0.00693265 0.00296607 0.000825314 0.00476784 -0.00157422
internal_weight=0 2311 2244 2035 401 121 1634 280 1548 209 1472 117 1355 217 149 116
internal_count=2370 2311 2244 2035 401 121 1634 280 1548 209 1472 117 1355 217 149 116
is_linear=0
shrinkage=0.16829


Tree=8150
num_leaves=20
num_cat=0
split_feature=42 42 42 1429 1429 1213 4 3 3 4 15 393 52 3 50 0 42 4 133
split_gain=0.0892558 0.141139 0.100853 0.0916885 0.0886348 0.0829183 0.0743415 0.0817475 0.0866872 0.113844 0.070012 0.0786088 0.0686773 0.0659348 0.0592959 0.0483221 0.0658669 0.0388495 0.0336201
threshold=0.086635000000000004 0.085790000000000019 0.087505000000000013 0.087480000000000016 0.083960000000000021 0.0049450000000000006 -0.082184999999999994 -0.080634999999999984 -0.082334999999999978 -0.012889999999999999 0.11568500000000001 0.089155000000000026 0.084880000000000025 -0.099169999999999994 0.083090000000000011 -0.057279999999999991 0.11159000000000001 -0.014854999999999998 0.09389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 10 -4 8 9 -8 11 13 -7 -1 15 16 18 -16 -9
right_child=2 -3 6 -5 -6 12 7 14 -10 -11 -12 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.0072460949123444064 -0.0045920389948386972 0.011164134890702202 0.0063868313509937878 0.0092855515326763245 -0.0031558469253957382 -0.00521819106182314 0.0057427653477437604 0.0029689646222203934 -0.0059759957163667259 -0.0041638557378969347 -0.0022608706652774628 -0.0023232999352933784 0.0025947389016151884 0.003654165295006164 0.0088589156403931467 0.0057087650219589774 -0.0044548414584603584 0.00260761409846614 -0.0017424383186245519
leaf_weight=174 73 66 94 67 65 57 71 178 76 61 54 54 72 904 60 63 59 55 56
leaf_count=174 73 66 94 67 65 57 71 178 76 61 54 54 72 904 60 63 59 55 56
internal_value=0 0.00354254 0.00137988 0.00319366 0.0028966 0.00319713 0.00194618 0.00132877 -0.0014444 0.0011511 0.00363815 0.00392114 -0.000843559 0.00423561 0.00255725 0.0014773 0.000561332 0.00588479 0.00183377
internal_weight=0 1513 846 1447 1380 1315 773 679 208 132 1186 1132 129 1078 471 356 293 115 234
internal_count=2359 1513 846 1447 1380 1315 773 679 208 132 1186 1132 129 1078 471 356 293 115 234
is_linear=0
shrinkage=0.16829


Tree=8151
num_leaves=16
num_cat=0
split_feature=49 12 2 3 51 48 51 1 1 1 130 3 52 12 2
split_gain=0.0681555 0.071571 0.0742503 0.0755299 0.0825549 0.237794 0.103927 0.0756281 0.113276 0.123324 0.0721218 0.0583538 0.219237 0.0740014 0.030893
threshold=-0.15562499999999999 0.11999500000000002 -0.13811499999999996 0.021805000000000001 -1.0000000180025095e-35 0.08955500000000001 0.035765000000000012 0.10471500000000002 0.11224000000000002 0.12072500000000001 -0.072444999999999982 -0.12077499999999998 -0.092264999999999986 0.082295000000000021 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 14 6 -6 10 -9 -10 -4 12 -12 -13 -5
right_child=1 -3 3 4 5 -7 -8 8 9 -11 11 13 -14 -15 -16
leaf_value=-0.0033328964229485478 -0.003823358513966057 0.0074680363928501517 0.0072856196029097873 -0.0017157020208229828 0.016394563511559525 5.8033678304660424e-05 0.0061928378680699359 -0.0053163398443049383 0.0069541846458488323 -0.0024187406083520696 0.0073025418933522612 0.0065086348712528235 -0.0065478995472203049 0.0021265283046685039 0.0039377551967084866
leaf_weight=59 55 78 83 54 64 84 52 94 76 83 53 120 83 1266 55
leaf_count=59 55 78 83 54 64 84 52 94 76 83 53 120 83 1266 55
internal_value=0 0.00244739 0.00227034 0.00242583 0.00486627 0.00689874 0.0118369 0.002019 -0.000679737 0.0020501 0.00244553 0.00218041 -0.00113709 0.00250723 0.00112048
internal_weight=0 2300 2222 2167 309 200 116 1858 253 159 1605 1522 136 1386 109
internal_count=2359 2300 2222 2167 309 200 116 1858 253 159 1605 1522 136 1386 109
is_linear=0
shrinkage=0.16829


Tree=8152
num_leaves=19
num_cat=0
split_feature=14 52 13 4 3 157 15 12 4 4 3 4 48 43 42 15 160 16
split_gain=0.0812658 0.0810156 0.0855385 0.138107 0.0804958 0.0956995 0.197424 0.0750012 0.0648471 0.123943 0.115146 0.0706044 0.0630202 0.0608503 0.0506437 0.0438209 0.0280601 0.0201891
threshold=-0.23083499999999998 0.10421000000000001 0.014185000000000001 -0.082869999999999985 -0.23303499999999996 -0.06457499999999998 -0.0015749999999999998 0.085465000000000013 0.26900000000000007 0.50113000000000019 0.10449500000000002 -0.13833499999999996 -0.0046349999999999994 -0.081414999999999987 0.089595000000000022 -0.015069999999999998 -0.072114999999999985 -0.53299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 13 -5 10 17 11 -7 -13 15 -9 -6 -16 -10
right_child=1 2 -4 7 5 8 -8 14 9 -11 -12 12 -14 -15 16 -17 -18 -19
leaf_value=0.0069694942479451355 0.0073831594906636376 0.0086446582653502899 -0.0057938005167505677 -0.0065665549907829674 -0.0040933326096246701 -0.0021017434710323439 -0.0094972693363586519 0.0033030637924018409 -0.0016668380803200782 0.0058827510340968923 0.0088030268904901576 0.0082001034679033708 0.002496943174164685 0.004994003493834556 0.0005011312531955131 0.0023587579080123189 -0.0045490855067713163 -0.0063718140565374396
leaf_weight=87 81 52 70 52 61 90 60 102 52 53 86 58 1135 83 69 58 56 54
leaf_count=87 81 52 70 52 61 90 60 102 52 53 86 58 1135 83 69 58 56 54
internal_value=0 0.0017207 -0.0004463 0.000679164 0.0021861 0.00194992 -0.00101688 -0.000799006 0.0024598 -0.000748225 0.0028337 0.00243217 0.00277572 0.00149315 0.000514281 -0.000933519 -0.00174699 -0.00408066
internal_weight=0 2272 401 331 1871 1790 262 279 1528 159 1369 1283 1193 202 227 119 125 106
internal_count=2359 2272 401 331 1871 1790 262 279 1528 159 1369 1283 1193 202 227 119 125 106
is_linear=0
shrinkage=0.16829


Tree=8153
num_leaves=16
num_cat=0
split_feature=0 52 160 11 43 52 0 51 16 52 1455 159 4 0 16
split_gain=0.0580033 0.0993153 0.0761195 0.0878131 0.0826624 0.100203 0.131914 0.0595343 0.0586299 0.0536321 0.0634123 0.0529168 0.0644346 0.0483248 0.0169625
threshold=-0.15653499999999998 -0.060549999999999993 -0.53447999999999996 0.074925000000000005 -0.23596999999999999 -0.079324999999999993 -0.10185499999999999 0.13455000000000003 0.062910000000000008 0.51307000000000014 0.068185000000000009 0.090695000000000012 -0.080874999999999989 -0.22607999999999998 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 14 6 -6 9 -5 10 -7 12 -8 -3 -4
right_child=2 13 3 8 5 7 11 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.010725209913626093 -0.0043524761626406129 -0.001629928244860438 0.0036633081779772806 0.0021017127590070772 -0.0091394735150174752 0.0014132589673956312 -0.0065748194610879915 0.0064801302927231302 0.0087951598267303633 -0.0034712901570895524 0.0072659445195342219 0.003203446599542502 -0.00014526116207667499 0.0051418451876017379 0.0079933866833185093
leaf_weight=52 64 57 55 75 52 1208 53 70 75 60 55 101 268 62 52
leaf_count=52 64 57 55 75 52 1208 53 70 75 60 55 101 268 62 52
internal_value=0 0.00458245 0.00135855 0.00153148 0.00123202 0.000970155 -0.00114113 0.00168986 0.00546041 0.00143505 0.00166955 -0.000151297 -0.00121244 0.00188313 0.00578444
internal_weight=0 171 2188 2124 1974 1867 474 1393 150 1323 1263 422 321 119 107
internal_count=2359 171 2188 2124 1974 1867 474 1393 150 1323 1263 422 321 119 107
is_linear=0
shrinkage=0.16829


Tree=8154
num_leaves=24
num_cat=0
split_feature=12 13 12 12 11 13 52 12 52 13 48 13 157 12 124 481 12 12 13 13 402 52 13
split_gain=4.39213 1.07537 0.833078 0.417822 0.386837 0.361044 0.399636 0.307627 0.373646 0.200341 0.139068 0.132505 0.123721 0.10855 0.077436 0.0685026 0.0851572 0.102872 0.0536381 0.0523955 0.0484415 0.0344414 0.022914
threshold=0.077755000000000005 -0.00038499999999999998 0.13969000000000004 0.09141500000000001 1.0000000180025095e-35 0.046185000000000004 -0.060549999999999993 -0.082514999999999991 -0.0092149999999999992 -0.095574999999999979 0.085890000000000008 0.071660000000000015 -0.062424999999999994 0.099815000000000015 -0.081324999999999981 -0.087424999999999989 0.083785000000000012 0.084345000000000017 -0.053049999999999993 0.10935500000000002 0.02938 -1.0000000180025095e-35 0.0037100000000000002
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=1 7 3 4 9 6 -3 10 -9 -2 14 12 -5 20 -1 -11 -17 -18 -15 -13 21 -14 -20
right_child=2 5 -4 11 -6 -7 -8 8 -10 15 -12 19 13 18 -16 16 17 -19 22 -21 -22 -23 -24
leaf_value=0.00065714498805034783 0.00086445670580594667 0.0010542693964202432 0.00060206385553866889 0.00078998781508769647 0.001305490035328552 0.00062578685236066613 0.00077754752457964672 0.00025738443853937218 0.00062953083308110508 0.00094616915477817158 0.00074624370443336109 0.0011260210436369684 0.00094229728639022624 0.00081634676500933921 0.00047981187723374687 0.0011908031370808125 0.0009273313328186936 0.0010758426153779255 0.00099250533859356125 0.00099483568542575837 0.00089948432254681899 0.0010373601537554495 0.0008843533020236853
leaf_weight=52 59 98 52 55 73 74 140 67 53 53 77 69 65 70 61 68 59 664 55 82 54 206 53
leaf_count=52 59 98 52 55 73 74 140 67 53 53 77 69 65 70 61 68 59 664 55 82 54 206 53
internal_value=0 0.000691705 0.00101507 0.00102779 0.00107241 0.000828698 0.00089164 0.000553715 0.000422043 0.00105353 0.000636691 0.000966324 0.00094226 0.00095884 0.000561728 0.00106671 0.00107474 0.00106377 0.000891423 0.00105501 0.000995656 0.00101469 0.000939757
internal_weight=0 622 1737 1685 976 312 238 310 120 903 190 709 558 503 113 844 791 723 178 151 325 271 108
internal_count=2359 622 1737 1685 976 312 238 310 120 903 190 709 558 503 113 844 791 723 178 151 325 271 108
is_linear=0
shrinkage=0.0032998


Tree=8155
num_leaves=11
num_cat=0
split_feature=41 2 2 2 475 16 51 1213 12 4
split_gain=0.208738 0.115713 0.193093 0.11543 0.0959915 0.0588824 0.0429602 0.0473851 0.0436089 0.0400131
threshold=0.083525000000000016 -0.14847999999999997 -0.0091949999999999983 0.13631000000000001 -0.095964999999999981 -0.15796999999999997 -0.28723999999999994 -0.080614999999999978 -0.086449999999999985 -0.081689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -6 9 -9 -8
right_child=-2 2 3 5 6 -7 7 8 -10 -11
leaf_value=0.010339919792316955 -0.0064782927424648813 -0.006145867285259312 0.0091246525253925841 0.0018268420039345003 -0.0013223985519661115 -0.0047172704904020488 -0.0017176666840992138 -0.00071717273967696808 0.0034225180743556027 0.0026163801567905009
leaf_weight=52 76 74 69 70 71 87 108 75 1485 136
leaf_count=52 76 74 69 70 71 87 108 75 1485 136
internal_value=0 0.00248462 0.00229599 0.00259417 0.00294902 -0.00178807 0.00272079 0.00288092 0.00322234 0.000690669
internal_weight=0 2227 2175 2101 1944 157 1875 1804 1560 244
internal_count=2303 2227 2175 2101 1944 157 1875 1804 1560 244
is_linear=0
shrinkage=0.16829


Tree=8156
num_leaves=11
num_cat=0
split_feature=40 48 1429 1429 14 43 16 0 42 1453
split_gain=0.156551 0.156619 0.0893193 0.0963103 0.102513 0.104684 0.117622 0.0918666 0.0863562 0.0692078
threshold=-0.08440499999999998 0.12230500000000001 0.086825000000000013 0.084390000000000007 0.076175000000000007 -0.16205499999999998 -0.076944999999999986 0.11026000000000001 0.085195000000000007 -0.057274999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -4 -7
right_child=1 -3 8 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.0054415081507569324 0.0027116063795362554 -0.0056283808365915813 0.011926702533484122 -0.0049724908867162633 0.0088679251327577081 -0.0032768225509516597 -0.0076065928800872727 0.0082469387586522197 0.0022233401942259316 0.0023515249741669782
leaf_weight=81 60 72 53 53 65 64 65 73 52 1665
leaf_count=81 60 72 53 53 65 64 65 73 52 1665
internal_value=0 0.00208507 0.00234421 0.00209718 0.00228618 0.00206324 -0.00263948 0.00239045 0.00713834 0.00214215
internal_weight=0 2222 2150 2045 1992 1927 125 1802 105 1729
internal_count=2303 2222 2150 2045 1992 1927 125 1802 105 1729
is_linear=0
shrinkage=0.16829


Tree=8157
num_leaves=14
num_cat=0
split_feature=41 484 11 376 484 151 131 1 0 43 43 16 13
split_gain=0.14533 0.0764032 0.0836032 0.101775 0.0644379 0.0614199 0.0650577 0.0826762 0.0889897 0.0680786 0.0814314 0.0473022 0.0262305
threshold=0.083525000000000016 0.087150000000000019 0.083010000000000014 0.080200000000000007 0.10446500000000002 0.032230000000000009 0.07635500000000002 0.10354000000000001 -0.13010499999999997 -0.054574999999999992 -0.083154999999999993 -0.019164999999999998 -0.080414999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 12 6 7 8 -1 10 -8 -9 -3
right_child=-2 4 -4 -5 -6 -7 9 11 -10 -11 -12 -13 -14
leaf_value=0.0063110483106647375 -0.0057178155475940779 0.010442217297798628 0.006491760932772964 -0.0039851909506861526 0.0018082943645367716 0.0059216160707535551 0.0057340707114624358 -0.00058128446654286613 0.00088728059211514224 0.0089981448651665838 -3.7832024918686966e-05 -0.0061113522736495774 0.0050231517175852855
leaf_weight=93 76 53 89 101 102 85 118 137 1114 52 166 65 52
leaf_count=93 76 53 89 101 102 85 118 137 1114 52 166 65 52
internal_value=0 0.00176093 0.00144412 0.00121054 0.00484387 0.00149829 0.00128179 0.000778345 0.00130667 0.00338763 0.00235403 -0.00236966 0.0077756
internal_weight=0 2227 2020 1931 207 1830 1745 1409 1207 336 284 202 105
internal_count=2303 2227 2020 1931 207 1830 1745 1409 1207 336 284 202 105
is_linear=0
shrinkage=0.16829


Tree=8158
num_leaves=25
num_cat=0
split_feature=12 2 2 2 12 150 2 39 39 13 13 0 2 11 2 0 2 0 402 13 13 12 13 12
split_gain=6.98815 2.36438 1.8165 2.11723 0.595316 0.378278 0.322254 0.319949 0.290329 0.247531 0.243765 0.1757 0.16451 0.188807 0.120029 0.234951 0.130975 0.178424 0.0826513 0.092063 0.0896194 0.0620832 0.046155 0.00238671
threshold=0.077755000000000005 0.11891500000000001 0.11093500000000002 -1.0000000180025095e-35 0.092495000000000008 0.083435000000000023 0.14307 0.0041750000000000008 0.086210000000000023 -0.08731499999999999 -0.0074049999999999993 -0.042364999999999993 0.10188000000000001 1.0000000180025095e-35 0.086915000000000006 -0.07304999999999999 0.095195000000000016 -0.080474999999999977 0.085575000000000026 -0.091984999999999983 -0.088114999999999985 0.099815000000000015 -0.085764999999999994 0.096510000000000012
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 4 3 8 12 7 10 11 -1 -6 -4 -5 13 18 15 -11 23 -18 19 -2 -21 -19 -20 -16
right_child=1 -3 6 5 9 -7 -8 -9 -10 14 -12 -13 -14 -15 16 -17 17 21 22 20 -22 -23 -24 -25
leaf_value=0.00022477030935676002 0.00062082395644778756 0.00018822152045781476 -9.6425521003483577e-06 0.00061992067830196759 0.00040876924649011403 0.00033907210340652433 -0.00013474809556812795 0.00043397081286634335 -0.0001036839323492053 0.00068381922684364511 0.00025867054670173121 0.00085802130953163539 0.00058727216314583344 0.00095913071004383958 0.0007516728591855299 0.00044907516616786886 0.00047088782872137193 0.00074976254467147888 0.00075239930177372174 0.0008851594946431815 0.00074022593298533163 0.00061496572026228317 0.00087870723235362392 0.00080666943671439759
leaf_weight=52 68 102 74 77 55 59 82 58 67 103 73 63 62 53 55 87 55 91 59 53 645 71 87 52
leaf_count=52 68 102 74 77 55 59 82 58 67 103 73 63 62 53 55 87 55 91 59 53 645 71 87 52
internal_value=0 0.000675766 0.000262639 0.000403755 0.000706902 0.000572259 3.07843e-05 0.000641566 3.95463e-05 0.000620932 0.000123362 0.000727318 0.000754499 0.000765207 0.000643566 0.000576517 0.000682776 0.000635301 0.000753898 0.000739746 0.000751281 0.000690902 0.000827906 0.000778729
internal_weight=0 1698 605 376 1596 257 229 198 119 569 147 140 1027 965 514 190 324 217 912 766 698 162 146 107
internal_count=2303 1698 605 376 1596 257 229 198 119 569 147 140 1027 965 514 190 324 217 912 766 698 162 146 107
is_linear=0
shrinkage=0.0032998


Tree=8159
num_leaves=22
num_cat=0
split_feature=1 52 3 2 123 4 0 2 2 3 0 158 0 1 1 400 12 12 3 42 3
split_gain=9.59486 1.45695 0.870974 1.28675 0.590815 0.361381 0.363069 0.35939 0.288164 0.255953 0.263564 0.182093 0.137098 0.434232 0.0947157 0.0884973 0.0919208 0.0837041 0.0738498 0.0580887 0.0395008
threshold=0.10538500000000002 -0.40011499999999994 -0.036004999999999988 0.114165 0.081990000000000021 0.046720000000000005 -0.079119999999999982 0.14530500000000005 -1.0000000180025095e-35 0.084735000000000019 -0.14216999999999999 0.080150000000000013 0.036480000000000005 0.081540000000000015 0.090785000000000018 -0.052894999999999991 0.083785000000000012 0.090775000000000008 -0.08397499999999998 0.065960000000000019 0.077930000000000013
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=4 -2 3 -3 5 6 9 8 -4 10 -1 19 14 -14 17 -12 -17 -8 -19 -7 -10
right_child=1 2 7 -5 -6 11 12 -9 20 -11 15 -13 13 -15 -16 16 -18 18 -20 -21 -22
leaf_value=0.0016594108191487079 0.0013484315069059434 0.0012543816092030369 0.00055356760907540375 0.00063216562336146397 0.0010382532511375631 0.0011306229026392921 0.0014866636069664281 0.00044496750099377218 0.0007306667304853618 0.0011896710153740362 0.0015151316746386564 0.0013929390345098248 0.0010069757904465264 0.0013997621132958672 0.0012511048854706938 0.0015098678008233469 0.0013925277396153459 0.0012341405530337749 0.0013808604541767065 0.0012598848330948864 0.0008496596935855603
leaf_weight=54 53 81 73 66 64 100 62 65 53 52 100 67 60 65 101 90 711 57 156 75 98
leaf_count=54 53 81 73 66 64 100 62 65 53 52 100 67 60 65 101 90 711 57 156 75 98
internal_value=0 0.000830944 0.000767957 0.000975259 0.00135197 0.00136343 0.00138263 0.000662391 0.000725325 0.00141917 0.00143163 0.0012436 0.00130913 0.00121151 0.00134149 0.00141793 0.00140576 0.00137456 0.00134176 0.00118622 0.000808127
internal_weight=0 489 436 147 1814 1750 1508 289 224 1007 955 242 501 125 376 901 801 275 213 175 151
internal_count=2303 489 436 147 1814 1750 1508 289 224 1007 955 242 501 125 376 901 801 275 213 175 151
is_linear=0
shrinkage=0.0032998


Tree=8160
num_leaves=12
num_cat=0
split_feature=4 1453 13 12 13 4 41 155 12 43 39
split_gain=0.112161 0.0694153 0.0697011 0.104609 0.128073 0.102847 0.122564 0.0940942 0.103636 0.0869553 0.0812113
threshold=0.59999500000000017 -0.077764999999999987 0.15927500000000003 -0.10853999999999998 -0.16392499999999996 -0.085574999999999984 0.082735000000000017 1.0000000180025095e-35 0.084475000000000008 -0.43997499999999995 0.086210000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 10 8 -6 -4 -7
right_child=-2 2 9 4 5 6 -8 -9 -10 -11 -12
leaf_value=0.0082913987135698128 -0.0044029628238421116 0.010385959451803047 0.0031148354498258071 -0.0028965019967518058 0.010866688764040438 0.0028090757311015437 0.010832414700733383 0.00014006084841253175 0.0044259535403324852 -0.0060017959638996388 -0.0025007892201334156
leaf_weight=74 56 57 67 97 127 1473 52 65 163 53 86
leaf_count=74 56 57 67 97 127 1473 52 65 163 53 86
internal_value=0 0.00320613 0.00303733 0.00326086 0.00306312 0.00335808 0.0027846 0.00595548 0.00725275 -0.000896705 0.00251501
internal_weight=0 2314 2240 2120 2063 1966 1611 355 290 120 1559
internal_count=2370 2314 2240 2120 2063 1966 1611 355 290 120 1559
is_linear=0
shrinkage=0.16829


Tree=8161
num_leaves=19
num_cat=0
split_feature=1 4 14 0 15 10 4 12 1 52 2 52 3 132 4 42 43 2
split_gain=6.41583 1.135 0.687502 0.681964 0.50357 0.484627 0.427119 0.369305 0.303904 0.28093 0.248982 0.232552 0.27583 0.211748 0.188768 0.161043 0.182009 0.0708573
threshold=0.11744000000000002 0.27161500000000005 0.062655000000000016 -0.099329999999999988 -0.11664999999999999 -0.0069899999999999988 0.020345000000000005 -0.085209999999999994 0.12419000000000001 -0.077269999999999991 0.091955000000000023 -0.054974999999999989 0.12991000000000003 0.085885000000000003 -0.42305999999999994 0.098515000000000019 -0.00067499999999999993 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 9 -5 -7 -6 15 -10 -13 14 -12 16 -9 -3
right_child=5 17 -4 7 6 8 -8 10 11 -11 13 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00098864747945440505 5.7722684461684691e-05 0.0006114457793676408 0.0011799235478557426 0.00061691992392103761 0.00064540953378906514 0.00060323671386186366 0.00079588712164210612 0.00091522647698738524 0.00014567469986962958 0.00031216779648261686 0.0009951643541636951 0.00024743077150521511 0.00057506880427034941 0.00065487252429122732 0.00082676671469221355 0.00077857036589815641 0.001031395052617221 0.00043835543493994672
leaf_weight=54 58 55 78 54 60 58 92 805 54 52 94 57 56 63 362 78 187 53
leaf_count=54 58 55 78 54 60 58 92 805 54 52 94 57 56 63 362 78 187 53
internal_value=0 0.000857059 0.000875063 0.000862536 0.000704153 0.000327387 0.000628673 0.000887385 0.000396743 0.000491005 0.000896554 0.000324816 0.000410112 0.000836536 0.000861558 0.000925633 0.000937161 0.00052683
internal_weight=0 2087 1979 1901 258 283 204 1643 225 112 1589 167 113 519 456 1070 992 108
internal_count=2370 2087 1979 1901 258 283 204 1643 225 112 1589 167 113 519 456 1070 992 108
is_linear=0
shrinkage=0.0032998


Tree=8162
num_leaves=16
num_cat=0
split_feature=15 13 124 447 14 13 15 14 15 13 16 16 160 52 52
split_gain=3.7866 1.65614 0.697986 0.585233 0.497197 0.459678 0.390402 0.289217 0.233238 0.172298 0.170701 0.162362 0.0895994 0.0723081 0.0623533
threshold=-0.24269999999999997 -0.16392499999999996 -0.0037749999999999993 0.086460000000000023 0.062655000000000016 -0.077849999999999989 0.03981500000000001 -0.42214499999999994 0.090645000000000017 0.14247500000000005 -0.49181999999999998 -0.097069999999999976 -1.0000000180025095e-35 -0.078074999999999992 0.088425000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 13 4 5 11 9 -1 -8 -7 -9 12 -4 -3 -13
right_child=1 2 3 -5 -6 6 8 10 -10 -11 -12 14 -14 -15 -16
leaf_value=0.00038811420982705656 0.00026322682823508498 0.0003961088391408602 0.00076132188665449236 0.00037748026009377694 0.0010068074947989936 0.00063109184152098155 0.0008013519827849004 0.00024667437403941094 0.00066080951984157674 0.00043160734225077766 5.496179660672265e-06 0.00078202232704905272 0.00058390281844697411 0.00055417665152102938 0.00086204012081879812
leaf_weight=57 100 74 65 55 66 536 288 55 241 53 77 421 65 59 158
leaf_count=57 100 74 65 55 66 536 288 55 241 53 77 421 65 59 158
internal_value=0 0.000678598 0.000698542 0.000714367 0.000724136 0.000713905 0.000671995 0.000191446 0.000737391 0.000613201 0.000106254 0.000779942 0.000672883 0.000466494 0.000803919
internal_weight=0 2181 2081 1948 1893 1827 1118 189 529 589 132 709 130 133 579
internal_count=2370 2181 2081 1948 1893 1827 1118 189 529 589 132 709 130 133 579
is_linear=0
shrinkage=0.0032998


Tree=8163
num_leaves=17
num_cat=0
split_feature=1 14 0 16 1 160 15 3 1 10 39 0 1453 43 1455 50
split_gain=0.1714 0.116376 0.0974802 0.153027 0.144442 0.144172 0.139567 0.0785639 0.0735254 0.0630909 0.057713 0.0577851 0.0576383 0.0358018 0.039923 0.040047
threshold=0.12072500000000001 0.023790000000000002 -0.097074999999999981 -0.013024999999999998 0.10471500000000002 0.08443500000000001 -0.09990499999999998 -0.12077499999999998 0.097480000000000011 -0.005834999999999999 0.095830000000000012 -0.083804999999999977 -0.076894999999999977 0.41022000000000008 -0.065979999999999983 0.089915000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -4 -2 11 -11 -9 14 -14 -16
right_child=9 -3 7 -5 -6 -7 -8 12 -10 10 -12 -13 13 -15 15 -17
leaf_value=0.00024482164607822628 -0.0057743799646909205 0.010310788683691051 -0.0036968421028992673 0.0086438360181131952 0.0056277439923794565 0.0043500089669728141 -0.0096127106115606736 0.010215132154013248 0.0041222367629734835 -0.0014234827636371028 -0.0039055827761423976 0.0055865618281381252 0.0010491865756006977 0.00040499866994947545 0.0053838168211388397 0.0030447931898800328
leaf_weight=75 53 82 63 68 88 64 88 53 74 57 53 79 81 58 1072 262
leaf_count=75 53 82 63 68 88 64 88 53 74 57 53 79 81 58 1072 262
internal_value=0 0.00408126 0.00383072 0.00140329 -0.000154048 -0.00240336 -0.00506601 0.00438869 0.000513488 -0.000638987 0.000791592 0.00263532 0.00473542 0.00453703 0.00470513 0.00492578
internal_weight=0 2128 2046 383 315 227 163 1663 137 242 189 136 1526 1473 1415 1334
internal_count=2370 2128 2046 383 315 227 163 1663 137 242 189 136 1526 1473 1415 1334
is_linear=0
shrinkage=0.16829


Tree=8164
num_leaves=22
num_cat=0
split_feature=1 2 2 12 14 16 124 2 12 12 3 16 52 52 157 2 16 12 15 52 15
split_gain=8.56768 1.93236 1.11234 0.991993 0.957462 0.781088 0.629635 0.322287 0.276617 0.223688 0.288195 0.171824 0.284488 0.15549 0.153885 0.130306 0.119725 0.113733 0.0904093 0.0749201 0.0503244
threshold=0.11332500000000002 0.099675000000000014 0.14870000000000003 -1.0000000180025095e-35 0.062655000000000016 0.25155500000000003 -0.080389999999999989 0.10836000000000003 0.087495000000000003 0.090465000000000004 0.084735000000000019 -0.41163499999999992 -0.054974999999999989 0.40438500000000005 -0.087534999999999988 0.087505000000000013 -0.069604999999999986 0.10508500000000001 -0.052259999999999994 -0.092264999999999986 -0.035449999999999988
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 4 5 -3 6 11 -1 18 -9 10 14 -2 -13 16 -8 -16 20 -10 -5 -18 -11
right_child=2 3 -4 7 -6 -7 9 8 17 13 -12 12 -14 -15 15 -17 19 -19 -20 -21 -22
leaf_value=0.00078065286105258108 0.00043204832078699455 0.00054450002904145257 0.00017372034448892009 0.0009839545826240614 0.001524690280815482 0.00098604389340280858 0.0013533873113637338 0.00067475234189977751 0.0010220973419078887 0.0010030808701102705 0.0009689551113902491 0.0004504323665795514 0.00077975720816115038 0.0012185219965699988 0.001201451600226504 0.001109508221070325 0.0010721110119157726 0.00085170455699751138 0.0011448445551913249 0.00092153033060983762 0.0011260008780092988
leaf_weight=57 99 73 78 72 68 52 57 54 101 53 76 56 60 75 547 263 64 81 95 100 189
leaf_count=57 99 73 78 72 68 52 57 54 101 53 76 56 60 75 547 263 64 81 95 100 189
internal_value=0 0.00108378 0.000521008 0.000899551 0.00114038 0.000622331 0.00112271 0.000963778 0.000884436 0.00113637 0.00116637 0.000534199 0.000621077 0.0010775 0.00118363 0.00117164 0.00105136 0.000946457 0.00107569 0.000980508 0.00109923
internal_weight=0 2025 345 476 1549 267 1481 403 236 1424 943 215 116 481 867 810 406 182 167 164 242
internal_count=2370 2025 345 476 1549 267 1481 403 236 1424 943 215 116 481 867 810 406 182 167 164 242
is_linear=0
shrinkage=0.0032998


Tree=8165
num_leaves=14
num_cat=0
split_feature=1212 12 40 11 51 12 40 133 51 52 481 52 1212
split_gain=0.176333 0.224223 0.141723 0.12909 0.0780916 0.0817654 0.0579796 0.07211 0.0682039 0.106015 0.0573948 0.0449441 0.0378057
threshold=0.040035000000000008 0.085005000000000011 0.051255000000000002 0.095360000000000014 0.13775500000000004 -0.09947499999999998 -0.081029999999999977 0.086345000000000019 0.07955000000000001 0.074235000000000009 -0.087234999999999993 0.087485000000000021 0.092815000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 10 -10 -8 12 -3
right_child=1 11 -4 -5 -6 6 8 -9 9 -11 -12 -13 -14
leaf_value=-0.0035974677898178899 0.017522922767702551 0.00056381429991446744 -0.0053769294883203953 0.011715663651507838 0.0079251101309834801 0.01094697025818993 -0.0017163731985948508 0.0026794004338307731 0.0029870165790861335 -0.0051937405752524824 0.0034932992532895942 0.008871755608605196 0.0061771642573008037
leaf_weight=52 54 65 53 52 95 59 62 62 119 72 1450 68 73
leaf_count=52 54 65 53 52 95 59 62 62 119 72 1450 68 73
internal_value=0 0.00785572 0.00320049 0.0034261 0.00320649 0.00296658 0.0031547 0.00672554 0.00289993 -8.74229e-05 0.00327849 0.00531288 0.00354621
internal_weight=0 260 2076 2023 1971 1876 1824 121 1703 191 1512 206 138
internal_count=2336 260 2076 2023 1971 1876 1824 121 1703 191 1512 206 138
is_linear=0
shrinkage=0.16829


Tree=8166
num_leaves=17
num_cat=0
split_feature=0 13 1213 155 402 0 16 0 16 15 13 15 0 13 3 0
split_gain=0.114896 0.106351 0.0911344 0.0904847 0.0705985 0.0630132 0.0835934 0.0549504 0.0720853 0.0688799 0.0681681 0.067197 0.0610951 0.0509767 0.0492987 0.0322546
threshold=0.12212000000000002 0.26746000000000009 -0.058539999999999995 0.083440000000000014 0.10565000000000001 -0.075914999999999996 -0.080894999999999981 -0.14097999999999997 -0.15135499999999999 -0.037184999999999996 -0.016999999999999998 0.029300000000000003 -0.10803999999999998 -0.089624999999999982 -0.24162499999999998 -0.067659999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 6 13 9 12 10 -4 -10 -9 -1 -2 -5
right_child=14 -3 3 15 -6 -7 -8 8 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0088811118903711194 0.0015171709333916066 0.010895984946676027 -0.0022842420560169703 0.0099424279358680326 -0.0029054324281984545 0.00095003150382955961 0.011194265355591463 0.010918478176586576 0.0015949363432780494 -0.0038388573477393917 0.0047043062608511932 0.0041649401519316823 0.0042475620983109981 0.0023532248682788474 -0.0055005011782465474 0.0042364204375986989
leaf_weight=53 54 52 61 62 67 59 90 53 770 77 111 464 153 97 59 54
leaf_count=53 54 52 61 62 67 59 90 53 770 77 111 464 153 97 59 54
internal_value=0 0.00336052 0.0031792 0.00274165 0.00243939 0.00591267 0.00712516 0.00265247 0.00305179 0.00033596 0.00221536 0.00256275 0.00597259 0.00467172 -0.00213102 0.00730167
internal_weight=0 2223 2171 1872 1756 299 240 1689 1440 249 172 1234 206 150 113 116
internal_count=2336 2223 2171 1872 1756 299 240 1689 1440 249 172 1234 206 150 113 116
is_linear=0
shrinkage=0.16829


Tree=8167
num_leaves=21
num_cat=0
split_feature=1 3 14 0 3 3 4 0 1 4 4 0 13 51 43 39 16 51 15 43
split_gain=5.01533 1.37293 0.637024 0.680083 0.443332 0.760262 0.421161 0.406068 0.313989 0.257224 0.235884 0.372342 0.23521 0.149237 0.140351 0.127231 0.111568 0.129796 0.0901805 0.0812537
threshold=0.104035 -0.058704999999999993 0.054835000000000009 -0.11073999999999999 0.31343500000000007 0.088465000000000002 0.10440500000000001 -0.074274999999999994 0.083555000000000018 0.054560000000000004 -0.47860499999999995 0.0037850000000000002 -0.0072499999999999995 0.10664000000000001 -0.041534999999999996 0.091400000000000009 0.052915000000000011 -0.085574999999999984 0.096190000000000012 -0.084059999999999982
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 6 3 8 5 12 -2 9 -1 13 -9 14 15 16 19 -3 17 -5 -16 -12
right_child=1 4 -4 7 -6 -7 -8 10 -10 -11 11 -13 -14 -15 18 -17 -18 -19 -20 -21
leaf_value=0.00078290016572539684 0.00086356633956166564 0.00048160877430107477 0.0011441134756690144 0.001058067663755565 0.00014250900567573186 0.00064269658005570887 0.00053297884921940902 0.00090696820963840632 0.00047553609130327455 0.00070146015299679958 0.00074508165954773444 0.00047060900800360297 0.00010302816409234018 0.00073239024331508181 0.00058360063910777157 0.00025802340039129468 0.00079205333993049806 0.00090153517242121995 0.00076323073602927382 0.00089694873403184589
leaf_weight=65 93 55 71 65 84 102 78 94 84 86 73 56 55 63 58 58 97 835 71 93
leaf_count=65 93 55 71 65 84 102 78 94 84 86 73 56 55 63 58 58 97 835 71 93
internal_value=0 0.000469984 0.00083646 0.000823886 0.000352506 0.000417708 0.000712978 0.000843909 0.000609858 0.000876957 0.000758721 0.000718919 0.000280898 0.000891162 0.000765936 0.00036716 0.000901159 0.000912879 0.00068274 0.000830376
internal_weight=0 525 1811 1740 354 270 171 1591 149 1146 445 351 168 1060 295 113 997 900 129 166
internal_count=2336 525 1811 1740 354 270 171 1591 149 1146 445 351 168 1060 295 113 997 900 129 166
is_linear=0
shrinkage=0.0032998


Tree=8168
num_leaves=17
num_cat=0
split_feature=40 13 133 403 48 401 52 4 13 13 13 157 51 133 42 13
split_gain=0.122964 0.106744 0.0662055 0.123987 0.0756867 0.0762629 0.107849 0.0729702 0.107843 0.111361 0.0863122 0.0548498 0.0924984 0.0529304 0.0287797 0.0280202
threshold=0.051255000000000002 0.26482500000000003 -0.0081099999999999974 -0.083919999999999981 0.082225000000000006 0.084575000000000011 0.088100000000000012 -0.50547999999999982 -0.10664 -0.33260499999999998 -0.090389999999999984 0.11084000000000001 -0.10942499999999998 -0.018739999999999996 0.065960000000000019 -0.012149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 5 6 15 -4 9 -9 -10 12 -12 -1 -7 -5
right_child=-2 -3 7 4 -6 14 -8 8 10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0060915110300832805 -0.0048485269872528885 0.010542379731506003 0.0080552899813206864 0.0021302256138323945 -0.0015325377782464749 -0.0021024621829744822 0.011291106227390268 0.0018947541740484885 0.0090127361477914114 -0.0077291298123979869 0.0073838183928781982 -0.0026118720241187997 0.0023189127135729449 0.013595566984840751 0.003190671349928286 0.0061095943874255538
leaf_weight=55 53 57 67 116 71 53 77 82 61 58 112 56 1209 54 64 91
leaf_count=55 53 57 67 116 71 53 77 82 61 58 112 56 1209 54 64 91
internal_value=0 0.00333771 0.00315242 0.00470059 0.00351325 0.00441112 0.00590172 0.00260452 0.00237195 -0.00207945 0.00280658 0.00253035 0.0027497 0.0098256 0.000777572 0.00388829
internal_weight=0 2283 2226 581 472 401 284 1645 1578 140 1438 1377 1321 109 117 207
internal_count=2336 2283 2226 581 472 401 284 1645 1578 140 1438 1377 1321 109 117 207
is_linear=0
shrinkage=0.16829


Tree=8169
num_leaves=15
num_cat=0
split_feature=3 1212 1212 14 403 3 43 4 4 4 34 12 1212 12
split_gain=0.100838 0.077216 0.198602 0.0816313 0.0843413 0.0632261 0.0634367 0.0809215 0.116858 0.114037 0.063781 0.0518344 0.043676 0.0803004
threshold=0.31343500000000007 0.040035000000000008 0.087295000000000011 0.076175000000000007 -0.53202999999999989 0.11535000000000002 -0.00013499999999999997 -0.00013999999999999996 0.055260000000000011 -0.040969999999999993 -0.028109999999999996 0.099340000000000012 0.11579500000000002 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 10 9 -9 -8 -6 -12 13 -4
right_child=-2 2 12 -5 5 -7 7 8 -10 -11 11 -13 -14 -15
leaf_value=-0.003585345119184174 -0.0029567827876336773 0.014562387390670506 -0.0029928189134453306 0.007976634940164885 -0.0022288583543197756 0.0067927170961388167 0.00049915551770837686 0.0088036473181914779 0.00040394624111708861 -0.0078386433686921716 0.0027712418219834225 0.0061190275673839627 0.0070730620405855347 0.004961813902883176
leaf_weight=67 88 55 62 74 64 92 271 72 136 56 1004 152 58 85
leaf_count=67 88 55 62 74 64 92 271 72 136 56 1004 152 58 85
internal_value=0 0.00284084 0.00557371 0.00248252 0.00226917 0.00248251 0.00225554 0.000723183 0.00332017 -0.00092323 0.00292604 0.00321299 0.00315335 0.00159458
internal_weight=0 2248 260 1988 1914 1847 1755 535 208 327 1220 1156 205 147
internal_count=2336 2248 260 1988 1914 1847 1755 535 208 327 1220 1156 205 147
is_linear=0
shrinkage=0.16829


Tree=8170
num_leaves=19
num_cat=0
split_feature=1 51 1 16 12 12 12 471 48 475 16 12 12 52 42 52 13 16
split_gain=0.153846 0.154575 0.21649 0.0850819 0.232505 0.0972719 0.0812535 0.0689612 0.0508626 0.0546095 0.0753871 0.0748743 0.0650373 0.0698526 0.0572255 0.0409677 0.0505182 0.0305959
threshold=0.14262000000000002 0.10614000000000001 0.081540000000000015 -0.093079999999999982 0.10031500000000002 0.086935000000000012 0.082295000000000021 0.088700000000000015 0.10532000000000001 -0.083389999999999978 0.27252000000000004 0.092615000000000017 0.086275000000000004 -0.087239999999999984 -0.093464999999999979 0.057125000000000002 -0.013514999999999998 -0.14483499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 15 8 9 12 14 -12 13 -5 -11 16 -1 -7
right_child=-2 2 -4 7 -6 17 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.002676814545314596 -0.0055486155521249419 0.00018901279169407964 0.011999063225204214 0.011916076061433642 -0.0099626385764281008 0.0068403360391060689 -0.0067431341353313004 -0.0034737251360660443 0.0074646283964852969 0.0058722627822065518 -0.0067499777248337242 0.001063214516705793 0.00016242356506444852 0.003586129762648218 0.0019435308439314852 0.0043612018386173894 -0.0035225647547049671 0.0017015362654691835
leaf_weight=66 78 79 100 52 62 81 52 58 55 117 53 100 53 65 1078 61 85 57
leaf_count=66 78 79 100 52 62 81 52 58 55 117 53 100 53 65 1078 61 85 57
internal_value=0 0.00204688 0.00679684 0.00164018 -0.000367228 0.00110819 -0.000778641 0.00221236 0.00242316 0.00223932 0.00187875 -0.00163157 0.00508786 0.00730368 0.00232969 0.000675873 -0.000801004 0.00473081
internal_weight=0 2274 179 2095 464 402 264 1631 1573 1518 1348 153 170 117 1195 212 151 138
internal_count=2352 2274 179 2095 464 402 264 1631 1573 1518 1348 153 170 117 1195 212 151 138
is_linear=0
shrinkage=0.16829


Tree=8171
num_leaves=19
num_cat=0
split_feature=149 16 43 156 156 16 40 133 47 39 157 51 52 160 16 160 52 43
split_gain=0.109526 0.166691 0.0942601 0.0644838 0.14252 0.121539 0.0763263 0.0705399 0.0874829 0.0919444 0.0684293 0.0796527 0.075119 0.053906 0.0575012 0.0508334 0.0484807 0.0307294
threshold=0.079000000000000015 -0.49996499999999994 -1.0000000180025095e-35 0.083125000000000018 0.087205000000000019 0.40410500000000005 -0.084709999999999994 0.08517000000000001 0.083875000000000019 0.081875000000000017 -0.079594999999999985 -0.084999999999999978 -0.067394999999999983 -0.019794999999999997 -0.087569999999999995 -0.16066999999999995 0.087105000000000016 -0.071899999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 8 9 -8 11 -6 -12 15 -15 -9 -10 -7
right_child=-2 3 -4 4 10 17 7 13 16 -11 12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00081824728699418029 0.0087856250619103744 -0.0043455365682196967 -0.0071986426067018024 0.011984031334947619 -0.0050831014542190795 -0.0066386616271136897 0.0010118584604429928 0.003647988808001156 0.0072149537536034172 -0.0055398091974711355 0.0016965418846475288 0.0037725982075568795 0.0092631212349060521 0.0086376522644461065 0.0034803939502700029 -0.0035382128608824051 0.00097932031703887486 -0.0012818289551073045
leaf_weight=72 57 57 97 52 59 57 899 60 96 65 97 56 61 77 314 52 57 67
leaf_count=72 57 57 97 52 59 57 899 60 96 65 97 56 61 77 314 52 57 67
internal_value=0 0.00131114 -0.00377253 0.0017161 0.00390074 0.00132087 0.00169753 0.00191127 0.00116368 0.000568233 0.00235448 -0.000755138 0.00462919 0.00356786 0.00450061 0.000295497 0.00490362 -0.00375873
internal_weight=0 2295 169 2126 325 1801 1677 1620 1117 964 273 115 158 503 391 112 153 124
internal_count=2352 2295 169 2126 325 1801 1677 1620 1117 964 273 115 158 503 391 112 153 124
is_linear=0
shrinkage=0.16829


Tree=8172
num_leaves=16
num_cat=0
split_feature=1 11 41 51 12 13 12 49 1 124 51 157 13 151 49
split_gain=0.103245 0.112047 0.12963 0.0767537 0.0925735 0.114228 0.0572742 0.0414536 0.0489776 0.0752553 0.0560034 0.0402949 0.0400199 0.0300086 0.0172224
threshold=0.14641500000000005 0.095720000000000013 0.075585000000000013 0.10446500000000002 0.094545000000000018 -0.07150999999999999 0.085325000000000012 0.10228500000000001 0.088315000000000018 -0.085409999999999986 0.030935000000000004 -0.082819999999999991 -0.080479999999999982 -0.27336999999999995 0.11225500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -4 8 11 -10 -11 -1 -13 -9 -15
right_child=-2 -3 6 4 -6 -7 -8 13 9 10 -12 12 -14 14 -16
leaf_value=0.005607415298790855 -0.0055281195259795062 -0.0062892888531790939 0.010469533586428518 0.0021128587838633349 -0.00087380821287980201 0.012718274062377435 0.0028915472601971758 0.0020732381642803535 0.0055200365467604597 0 -0.0057876367573056345 0.00033611877111183616 0.0024865337601209471 -0.0050850459325024249 -0.0011676961929281686
leaf_weight=79 62 52 64 58 56 58 52 52 65 527 52 403 634 52 86
leaf_count=79 62 52 64 58 56 58 52 52 65 527 52 403 634 52 86
internal_value=0 0.00142638 0.00160646 0.00130596 0.0047167 0.00743105 0.00708799 0.0010042 0.00125967 8.80809e-05 -0.000518621 0.00193414 0.00165257 -0.00135282 -0.00265682
internal_weight=0 2290 2238 2122 172 116 116 1950 1760 644 579 1116 1037 190 138
internal_count=2352 2290 2238 2122 172 116 116 1950 1760 644 579 1116 1037 190 138
is_linear=0
shrinkage=0.16829


Tree=8173
num_leaves=18
num_cat=0
split_feature=0 4 52 2 14 15 14 52 12 484 43 133 2 2 52 4 12
split_gain=0.226432 0.155776 0.0944019 0.0922158 0.158652 0.0934605 0.0776688 0.0611531 0.180363 0.102239 0.0793171 0.0594148 0.0584802 0.16926 0.0983048 0.135569 0.0345255
threshold=0.14486500000000005 -0.17689999999999997 -0.11592499999999999 0.10272000000000002 0.057600000000000005 -0.41971499999999995 -0.23083499999999998 0.084675000000000014 0.084845000000000018 0.085690000000000002 -0.0086649999999999974 -0.059434999999999995 0.11827500000000002 0.13775000000000001 0.0029250000000000005 0.029980000000000003 0.10031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -5 9 -9 10 -7 -8 14 -14 15 -13 -10
right_child=-2 3 -4 6 -6 7 11 8 16 -11 -12 12 13 -15 -16 -17 -18
leaf_value=0.0029488757923166629 -0.0095356869375202123 -0.0056975035714370995 0.011401522141354167 0.00445342264089694 0.0094833101687839903 0.0015985041639122607 -0.0061187950414815038 -0.0082604140580952411 0.0016449368491089258 -0.0030602203597221256 0.0049334665746869474 -0.00034754689912427889 0.0069676265124126039 -0.0036742768905506772 0.0023312811900530273 -0.011742965585745153 -0.002865647755807992
leaf_weight=92 56 54 64 62 68 580 78 66 421 94 312 61 79 91 62 58 54
leaf_count=92 56 54 64 62 68 580 78 66 421 94 312 61 79 91 62 58 54
internal_value=0 0.0012921 0.00642815 0.000916861 0.00152014 0.0011765 -0.00110555 0.00142076 -1.37042e-05 0.00220965 0.00276701 -0.00191313 -0.000973418 0.00126051 -0.00308151 -0.00591671 0.00112837
internal_weight=0 2296 156 2140 1649 1581 491 1527 541 986 892 429 351 170 181 119 475
internal_count=2352 2296 156 2140 1649 1581 491 1527 541 986 892 429 351 170 181 119 475
is_linear=0
shrinkage=0.16829


Tree=8174
num_leaves=16
num_cat=0
split_feature=2 47 48 16 4 132 15 4 3 4 2 1213 1213 15 4
split_gain=0.131129 0.143661 0.114099 0.0898082 0.0601869 0.100372 0.0774309 0.227009 0.0859779 0.0748572 0.072248 0.0647598 0.120684 0.0666097 0.035456
threshold=0.13631000000000001 0.12119500000000001 0.10990500000000002 -0.15796999999999997 -0.082634999999999986 0.090050000000000005 0.03981500000000001 -0.11205499999999999 -0.116045 -0.08466499999999999 0.11982500000000001 -0.082414999999999974 -0.13252999999999998 -0.41971499999999995 -0.086179999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 10 8 -8 -1 14 11 12 -6 -13 -9
right_child=3 -3 -4 -5 5 -7 7 9 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.0035986225648584227 0.0011848578262612999 -0.0075326024349263105 0.0082026832716509592 -0.0069215400371590531 0.0020564952020886537 -0.0046000391761815357 0.013676659756936056 0.0020057867942819768 0.0036978380423082283 0.0069262201184188835 0.0067376552614853667 -0.0039282935339446743 -0.0078922459541305098 0.0014438262087436869 -0.0028975656043497763
leaf_weight=93 63 52 68 99 72 96 60 142 90 71 60 69 66 1192 59
leaf_count=93 63 52 68 99 72 96 60 142 90 71 60 69 66 1192 59
internal_value=0 0.00120186 0.00141514 -0.00375796 0.00119129 0.000667541 0.00276924 0.00430127 -3.81904e-07 0.00222657 0.00101537 0.000768671 -0.00268858 0.00114845 0.000557556
internal_weight=0 2190 2138 162 2070 1555 515 332 183 272 1459 1399 138 1261 201
internal_count=2352 2190 2138 162 2070 1555 515 332 183 272 1459 1399 138 1261 201
is_linear=0
shrinkage=0.16829


Tree=8175
num_leaves=17
num_cat=0
split_feature=39 40 40 16 15 150 12 0 2 15 16 131 15 12 1455 12
split_gain=0.0592147 0.14019 0.0498951 0.0644861 0.115906 0.0789783 0.10752 0.0720864 0.0835886 0.067141 0.095575 0.0700214 0.0722972 0.0651773 0.0489193 0.0347438
threshold=0.087150000000000019 -0.063404999999999989 -0.080519999999999994 -0.15796999999999997 -0.19301999999999997 0.10081500000000002 0.084115000000000009 -0.096594999999999986 0.090675000000000019 0.098605000000000012 0.0023100000000000004 0.10954500000000002 -0.24269999999999997 0.097145000000000023 -0.079434999999999992 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 -1 4 -4 9 -7 8 -6 11 13 12 -5 -11 -14 -2
right_child=1 -3 3 5 7 6 -8 -9 -10 10 -12 -13 14 -15 -16 -17
leaf_value=-0.0042172498418315491 0.0032413036966238104 -0.0024960565192002674 0.0089621475794693303 -0.0060116573120052082 -0.0063238877657875127 -0.0095812024879073313 0.0012143029378174849 0.0062010021464832792 0.0020481709357456088 0.011226728684391292 -0.00066674476226362596 0.0052466460662256359 0.0051754398135015756 0.0027838835369357884 5.8243022052419352e-06 0.0088437771553982556
leaf_weight=60 52 71 71 55 52 52 52 56 96 52 82 75 54 53 1315 84
leaf_count=60 52 71 71 55 52 52 52 56 96 52 82 75 54 53 1315 84
internal_value=0 0.00354688 0.000562485 0.000702233 0.00310235 0.000332496 -0.00416618 0.00105411 -0.000881224 0.000611059 0.00361852 0.000234681 -2.80304e-05 0.00698221 0.000211051 0.00671487
internal_weight=0 207 2125 2065 275 1790 104 204 148 1686 187 1499 1424 105 1369 136
internal_count=2332 207 2125 2065 275 1790 104 204 148 1686 187 1499 1424 105 1369 136
is_linear=0
shrinkage=0.16829


Tree=8176
num_leaves=11
num_cat=0
split_feature=1375 0 447 11 41 123 457 150 42 15
split_gain=0.0919851 0.0614623 0.0535463 0.0758008 0.0680884 0.0536484 0.0940215 0.090749 0.0750012 0.0429095
threshold=-0.097394999999999982 -0.18901999999999997 0.089395000000000016 0.095360000000000014 0.088820000000000024 0.084880000000000025 0.083415000000000017 0.083205000000000015 0.093655000000000002 -0.092729999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 5 6 7 -3 -7 -2
right_child=1 2 -4 -5 -6 8 -8 -9 -10 -11
leaf_value=-0.0063052967836969651 0.0013129317901567281 0.00017368661783836387 -0.0045254036741503162 0.0070767493187016018 0.0066420023178453396 0.0069431864347518288 -0.0056808930768961867 0.0051633752698308933 -0.0012206384247655416 0.0080700818242031274
leaf_weight=52 53 1696 55 53 52 81 73 110 52 55
leaf_count=52 53 1696 55 53 52 81 73 110 52 55
internal_value=0 0.000849626 0.000653828 0.000789234 0.000626911 0.000470558 0.000238339 0.000478594 0.00373781 0.00477071
internal_weight=0 2280 2172 2117 2064 2012 1879 1806 133 108
internal_count=2332 2280 2172 2117 2064 2012 1879 1806 133 108
is_linear=0
shrinkage=0.16829


Tree=8177
num_leaves=15
num_cat=0
split_feature=4 3 123 15 159 51 133 51 3 0 4 0 3 0
split_gain=4.20182 1.09345 0.573291 0.235099 0.242542 0.164515 0.137955 0.136843 0.131738 0.123913 0.199545 0.21118 0.108004 0.133067
threshold=0.30163500000000004 0.25468500000000005 1.0000000180025095e-35 -0.41606999999999994 0.10634 0.15177500000000002 0.085275000000000004 -0.28723999999999994 0.011825000000000002 -0.068669999999999995 -0.49269499999999994 1.0000000180025095e-35 -0.12077499999999998 -0.10891999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 7 -4 -1 -5 12 -11 -12 -9 -14
right_child=3 -3 6 8 -6 -7 -8 9 -10 10 11 -13 13 -15
leaf_value=0.0005401543830761004 0.0003859204132984812 0.00018377856851447787 0.0005441519249279542 0.00019781309202875739 0.00011355442656955576 0.00048937977682128543 0.0003069607422896977 0.00080837522561650504 -3.2264961721466645e-05 0.00074401019605841823 0.00062663516645982418 0.00039142400820569174 0.00059967658008928644 0.00069919937705164832
leaf_weight=81 94 55 53 53 58 55 56 88 55 99 156 58 173 1198
leaf_count=81 94 55 53 53 58 55 56 88 55 99 156 58 173 1198
internal_value=0 0.000643723 0.000656248 0.00019849 0.000282223 0.000669576 0.000422615 0.000674906 8.03175e-05 0.000681046 0.0006204 0.000563051 0.000694032 0.000686667
internal_weight=0 2072 2017 260 152 1908 109 1853 108 1772 313 214 1459 1371
internal_count=2332 2072 2017 260 152 1908 109 1853 108 1772 313 214 1459 1371
is_linear=0
shrinkage=0.0032998


Tree=8178
num_leaves=10
num_cat=0
split_feature=14 147 48 4 14 1429 1429 3 49
split_gain=0.102575 0.0720817 0.11586 0.0402169 0.0606564 0.0418135 0.0553721 0.0550828 0.053564
threshold=0.018475000000000002 0.091385000000000008 -0.055254999999999992 0.51400500000000016 -0.24175999999999997 0.084895000000000012 0.079510000000000011 -0.082454999999999987 -0.12807999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -7 -6
right_child=-2 -3 3 -5 5 7 -8 -9 -10
leaf_value=-0.0057044258644555817 -0.0044465218124776574 0.0071970843793288958 0.0060134493781937443 -0.0023439080015352862 -0.0036988431281288676 0.0075627758853015281 -0.0038720932459875147 0.00026577345711489196 0.0014505777922243276
leaf_weight=68 92 57 81 80 59 67 61 53 1714
leaf_count=68 92 57 81 80 59 67 61 53 1714
internal_value=0 0.00128329 0.00112805 0.00134857 0.00149461 0.00130637 0.00110593 0.0043549 0.00127821
internal_weight=0 2240 2183 2115 2035 1954 1834 120 1773
internal_count=2332 2240 2183 2115 2035 1954 1834 120 1773
is_linear=0
shrinkage=0.16829


Tree=8179
num_leaves=9
num_cat=0
split_feature=14 51 48 150 12 151 132 14
split_gain=0.070974 0.0629955 0.0577689 0.0991978 0.0878327 0.0477647 0.0400088 0.1098
threshold=0.018475000000000002 0.16362000000000002 -0.074214999999999989 0.11456000000000001 0.11999500000000002 -0.22777499999999998 0.10859000000000001 -0.075879999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.0027817139775302528 -0.0036982177192826106 -0.0047147419418196758 -0.0039179301731775435 0.0079748387379989568 0.0066927499688490691 -0.0044832480241463286 0.0045745524820965553 0.0012515168773746662
leaf_weight=98 92 52 55 63 79 100 90 1703
leaf_count=98 92 52 55 63 79 100 90 1703
internal_value=0 0.00106732 0.00120556 0.00139338 0.00118794 0.000963776 0.00110656 0.000932452
internal_weight=0 2240 2188 2090 2027 1948 1893 1803
internal_count=2332 2240 2188 2090 2027 1948 1893 1803
is_linear=0
shrinkage=0.16829


Tree=8180
num_leaves=27
num_cat=0
split_feature=1 40 12 16 0 1 12 11 151 1 0 16 12 1375 2 402 403 52 16 52 51 157 16 2 2 2
split_gain=6.12436 1.57884 1.06292 0.980229 0.789268 0.438833 0.389215 0.563832 0.344333 0.314262 0.285257 0.238094 0.189398 0.172584 0.143907 0.119457 0.135166 0.107911 0.0614914 0.0850918 0.057633 0.117311 0.0381037 0.0576276 0.0442533 0.00761248
threshold=0.104035 -0.084904999999999994 0.077755000000000005 -0.10346499999999999 -0.085309999999999983 0.12986500000000004 0.092495000000000008 1.0000000180025095e-35 -0.00016499999999999997 0.13301500000000002 -0.030209999999999997 -0.056919999999999991 0.11769500000000001 -0.081379999999999994 0.11252000000000002 0.049895000000000002 -0.06835999999999999 -0.069694999999999993 0.21684500000000004 -0.43387499999999996 -0.088934999999999986 -0.079594999999999985 -0.053214999999999991 0.09857500000000001 0.089125000000000024 0.096015000000000017
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 8 9 -5 17 7 13 -1 14 11 -10 18 -4 -3 20 -17 -6 22 -20 -15 -22 23 24 -8 -24
right_child=1 3 6 4 5 -7 12 -9 10 -11 -12 -13 -14 15 -16 16 -18 -19 19 -21 21 -23 25 -25 -26 -27
leaf_value=0.00054794302683242176 -5.2754004961080656e-05 0.0005941230242896855 0.001140184601671601 0.00038478048972415612 0.00082242777578234226 0.0005596963441298837 0.00085859877105199842 0.0012673430905945236 0.00073810809295203747 0.00020062740975910747 0.00059532017844120516 0.0010206621175896011 0.00069173668712205379 0.00081156353483057041 0.00036845735444555026 0.0011533265668747291 0.0009481715149229716 0.0010200309118810677 0.00090730342421747976 0.00071899832262876842 0.001050399809455839 0.0009145583379480388 0.00092738241677841791 0.00079144404441526127 0.00096610995164045333 0.00099931122015000859
leaf_weight=93 52 60 52 70 79 60 95 67 67 71 56 66 64 52 66 59 97 53 56 55 83 591 66 63 94 52
leaf_count=93 52 60 52 70 79 60 95 67 67 71 56 66 64 52 66 59 97 53 56 55 83 591 66 63 94 52
internal_value=0 0.000491571 0.00090038 0.000553314 0.000685708 0.000795238 0.000934438 0.000973347 0.000713544 0.000377059 0.000794843 0.000878588 0.000862909 0.00095222 0.000476197 0.000941098 0.00102599 0.000902035 0.000885611 0.000814317 0.000922808 0.000931339 0.000906904 0.000882193 0.000912256 0.000959378
internal_weight=0 511 1828 459 262 192 1546 1001 282 197 189 133 545 934 126 882 156 132 481 111 726 674 370 252 189 118
internal_count=2339 511 1828 459 262 192 1546 1001 282 197 189 133 545 934 126 882 156 132 481 111 726 674 370 252 189 118
is_linear=0
shrinkage=0.0032998


Tree=8181
num_leaves=15
num_cat=0
split_feature=1 12 4 41 3 151 159 49 47 12 15 1 12 12
split_gain=0.202232 0.130503 0.205748 0.152303 0.20158 0.124419 0.101721 0.107509 0.117653 0.0940129 0.0566057 0.0292021 0.0289088 0.0119486
threshold=0.14787500000000001 0.10005000000000001 0.098655000000000007 0.07831500000000001 -0.10237999999999998 0.009020000000000002 -0.46140499999999995 0.13087000000000001 0.096770000000000009 0.083825000000000024 -0.079799999999999996 0.088415000000000007 0.092615000000000017 0.10771500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 9 6 -6 8 -8 -1 -3 13 -11 -12
right_child=-2 2 -4 -5 5 -7 7 -9 -10 12 11 -13 -14 -15
leaf_value=-0.0089752252122324797 -0.0089447327251569834 0.0053754800759821973 -0.010020622563053585 0.0086841832944303411 0.0097374152686625602 -0.0034847805701026485 0.0023604492693836887 -0.00454802002285579 0.0083185500629502536 0.0021445138885472434 -0.0036327429993581197 0.002614440131929836 -0.003334058439862096 -0.00052963769657525192
leaf_weight=61 52 56 64 97 57 96 1387 59 101 52 65 55 57 80
leaf_count=61 52 56 64 97 57 96 1387 59 101 52 65 55 57 80
internal_value=0 0.00166412 -0.00148437 0.00217724 0.00183875 0.00239193 0.00274477 0.00248596 0.00276607 -0.00368244 0.000642677 -0.000673526 -0.000703945 -0.00193308
internal_weight=0 2287 320 1967 1870 1700 1604 1547 1488 170 256 200 109 145
internal_count=2339 2287 320 1967 1870 1700 1604 1547 1488 170 256 200 109 145
is_linear=0
shrinkage=0.16829


Tree=8182
num_leaves=19
num_cat=0
split_feature=11 40 16 16 49 13 3 16 15 160 160 49 49 42 3 15 16 16
split_gain=0.208211 0.219853 0.118466 0.127757 0.103725 0.06669 0.0859459 0.0695462 0.0694418 0.0596174 0.0617838 0.0572067 0.0744087 0.0672015 0.0811273 0.0731822 0.0519127 0.103872
threshold=0.095165000000000013 -0.08440499999999998 -0.018199999999999997 -0.0101 -0.0043999999999999985 0.034905000000000012 0.09037000000000002 0.21684500000000004 -0.014614999999999998 -0.07841999999999999 0.0047600000000000012 -0.0088649999999999996 -0.07107999999999999 -0.098769999999999983 -0.091869999999999993 0.084495000000000015 -0.043889999999999992 -0.062804999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 9 6 8 -7 -6 -5 -11 12 -3 -13 15 -15 17 -16
right_child=-2 2 3 4 5 7 -8 -9 -10 10 -12 13 -14 14 16 -17 -18 -19
leaf_value=-0.007405843077241449 -0.0092363042480857541 0.0014365526690963998 0.0092397615236865811 0.010747017754417772 0.0014232729572520829 0.0024628985036999167 -0.0037057013487012572 -0.0057232552431646308 0.0058205565340511628 0.0009953439456253457 0.0077169981198989598 -0.0037153524911720834 -0.0055339256103464993 0.0012211490748831161 0.0008295432031143582 0.0088495879027859908 -0.0029277568389970872 0.008608128236847255
leaf_weight=77 53 84 90 52 264 52 59 67 167 84 73 75 89 69 767 75 90 52
leaf_count=77 53 84 90 52 264 52 59 67 167 84 73 75 89 69 767 75 90 52
internal_value=0 0.00142945 0.00173824 0.003214 0.00254882 0.00143473 0.00230437 -0.00213102 0.00313126 0.00578655 0.00413214 0.000706886 -0.00213903 0.00114495 0.00149284 0.00520677 0.000902513 0.00132562
internal_weight=0 2286 2209 908 818 609 490 119 431 209 157 1301 173 1128 1053 144 909 819
internal_count=2339 2286 2209 908 818 609 490 119 431 209 157 1301 173 1128 1053 144 909 819
is_linear=0
shrinkage=0.16829


Tree=8183
num_leaves=20
num_cat=0
split_feature=1 1 123 12 4 4 4 13 43 12 12 16 1446 16 13 158 133 39 1
split_gain=5.59863 0.837863 0.721499 0.491462 0.371786 0.337955 0.240719 0.162512 0.121388 0.121759 0.111511 0.104677 0.14621 0.101757 0.0912679 0.0646108 0.0541595 0.0512244 0.0151513
threshold=0.104035 0.13075500000000004 1.0000000180025095e-35 0.089125000000000024 0.053255000000000004 0.30163500000000004 0.054560000000000004 -0.13992499999999999 -0.08076499999999999 -0.016554999999999997 0.11628000000000001 0.25032500000000008 0.092750000000000013 0.31615500000000002 0.085880000000000012 1.0000000180025095e-35 0.08517000000000001 0.089200000000000015 0.11266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 8 -5 -3 7 -1 -2 -10 11 12 14 -13 -9 16 -8 -7 -11
right_child=1 5 -4 4 -6 17 15 10 9 18 -12 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00094273808762189621 0.00020407249683012491 0.00035276427950794005 0.00040378639690082931 0.00079642162150775743 0.00042855463610864134 -1.35204245114011e-05 0.00053921688823098119 0.00077018783605638361 0.00051795837754406806 0.00028036514055470061 0.00060358602058927608 0.0005676234658001393 0.00094372950931538016 0.00074563026910837117 0.00065818406739351853 0.00073680572779753718 0.00067178811955534933 0.00012626558377962007 0.00036418210178509598
leaf_weight=53 52 63 70 59 62 61 79 1156 54 52 54 60 52 93 90 55 66 53 55
leaf_count=53 52 63 70 59 62 61 79 1156 54 52 54 60 52 93 90 55 66 53 55
internal_value=0 0.000342569 0.000733416 0.000439898 0.000608219 0.000158709 0.000746522 0.000760474 0.000344114 0.000389126 0.000754032 0.000759607 0.000769428 0.000676054 0.000762126 0.000637655 0.000599803 5.11588e-05 0.000323778
internal_weight=0 511 1828 334 121 177 1758 1558 213 161 1505 1451 1298 153 1246 200 145 114 107
internal_count=2339 511 1828 334 121 177 1758 1558 213 161 1505 1451 1298 153 1246 200 145 114 107
is_linear=0
shrinkage=0.0032998


Tree=8184
num_leaves=14
num_cat=0
split_feature=2 11 1452 12 2 403 15 15 2 15 15 12 48
split_gain=0.189237 0.125361 0.106272 0.100314 0.0793431 0.0790729 0.106372 0.206348 0.0940054 0.0769894 0.0866964 0.0362958 0.0401515
threshold=0.16394500000000004 0.093970000000000012 0.087755000000000014 -0.10236499999999998 0.10859000000000001 -0.54045999999999983 0.084925000000000014 -0.0053099999999999996 0.084995000000000015 -0.050004999999999994 0.016500000000000004 -0.041134999999999991 0.10142000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 -8 11 -11 -6 -13
right_child=-2 -3 -4 4 9 6 8 -9 -10 10 -12 12 -14
leaf_value=0.008237670477752224 -0.0081519784161168778 -0.0061112723561904912 0.0080518603369598724 0.0081669689278553118 -0.0024347192973887912 0.0013189018683365319 -0.0024481476138787676 0.0065062584341850881 0.0018541733853383313 -0.0078158225186606804 0.00023192110485332495 0.00072021814415553572 0.0064440773177778946
leaf_weight=65 56 56 78 57 54 778 258 302 325 73 78 107 52
leaf_count=65 56 56 78 57 54 778 258 302 325 73 78 107 52
internal_value=0 0.00174514 0.00194351 0.00172096 0.00151684 0.00199482 0.00178219 0.0027711 -4.66881e-05 -0.00073679 -0.00364681 0.00131775 0.00260347
internal_weight=0 2283 2227 2149 2084 1720 1663 1080 583 364 151 213 159
internal_count=2339 2283 2227 2149 2084 1720 1663 1080 583 364 151 213 159
is_linear=0
shrinkage=0.16829


Tree=8185
num_leaves=13
num_cat=0
split_feature=12 16 13 151 0 4 13 13 16 131 13 4
split_gain=0.195555 0.118626 0.089363 0.104338 0.113903 0.0825239 0.0779967 0.0787938 0.0834034 0.071661 0.0675667 0.0630118
threshold=-0.10853999999999998 0.51805000000000012 -0.16392499999999996 0.086470000000000005 -0.14989499999999997 0.0049200000000000008 -0.059914999999999989 0.11466000000000001 -0.083479999999999985 0.091295000000000015 -0.084154999999999994 -0.047714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 9 8 -8 10 -6 -9
right_child=1 -3 3 -5 6 -7 7 11 -10 -11 -12 -13
leaf_value=0.010718305150410588 -0.003541384651302971 0.0075096668412631684 0.0014681578009415031 -0.0052463285776064754 0.001674738443624219 0.0091674078924685216 0.00222340779651534 0.0076501193034730405 -0.0014929406855197856 -0.001994849760439784 0.0047087105928915948 0.00019487866417017751
leaf_weight=69 100 93 67 61 484 98 251 69 536 90 368 61
leaf_count=69 100 93 67 61 484 98 251 69 536 90 368 61
internal_value=0 0.0016189 0.00136734 0.00160364 0.00181097 0.00605193 0.00143359 0.000326501 -0.000305393 0.00250939 0.0029873 0.00416571
internal_weight=0 2278 2185 2085 2024 165 1859 917 787 942 852 130
internal_count=2347 2278 2185 2085 2024 165 1859 917 787 942 852 130
is_linear=0
shrinkage=0.16829


Tree=8186
num_leaves=11
num_cat=0
split_feature=1 148 156 13 1 156 0 0 0 1
split_gain=0.117219 0.0974921 0.0792057 0.071211 0.0811253 0.0663285 0.0704094 0.167251 0.110548 0.0566396
threshold=0.14720000000000003 -0.084064999999999987 -0.031569999999999994 0.23342000000000004 0.13554500000000003 0.11538000000000002 0.0037850000000000002 -0.045754999999999997 0.11026000000000001 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 6 7 -4 -8 -3
right_child=-2 2 3 -5 -6 -7 8 -9 -10 -11
leaf_value=0.0083138868778482918 0.0087956365984090523 0.0019221500641233979 0.00077520906939752105 0.0060662004198681332 -0.0048029064086099922 0.0057030180093091158 -0.0076948444225402347 0.010467436431449879 0.0020333824153656271 0.0096508661679638279
leaf_weight=56 62 57 1709 75 71 81 68 52 64 52
leaf_count=56 62 57 1709 75 71 81 68 52 64 52
internal_value=0 0.00137326 0.00119808 0.000969586 0.00078179 0.000983568 0.000780678 0.00106243 -0.00296452 0.00562573
internal_weight=0 2285 2229 2120 2045 1974 1893 1761 132 109
internal_count=2347 2285 2229 2120 2045 1974 1893 1761 132 109
is_linear=0
shrinkage=0.16829


Tree=8187
num_leaves=16
num_cat=0
split_feature=1455 148 4 42 42 4 150 0 4 43 0 4 43 1375 0
split_gain=0.0919729 0.0523338 0.070203 0.0679753 0.0717818 0.150047 0.181484 0.0814066 0.141132 0.0687885 0.0896457 0.115999 0.0615122 0.0546715 0.00391329
threshold=-0.088559999999999986 -0.084064999999999987 -0.49269499999999994 -0.17571499999999998 0.083725000000000008 -0.010739999999999998 0.094365000000000018 0.0037850000000000002 -0.084384999999999988 -0.15429499999999996 -0.071844999999999978 -0.071794999999999984 -0.078564999999999982 -0.07273499999999998 0.11026000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 14 -4 5 7 12 8 -5 -6 13 -12 -7 -11 -3
right_child=1 2 3 4 9 6 -8 -9 -10 10 11 -13 -14 -15 -16
leaf_value=-0.0046956419788820062 0.0064042975842002695 0.0042926454128177699 0.006982543097928077 0.0019963965675891988 0.0076725256053805342 -0.000380497722306208 -0.0060901278082581825 -0.0081643663703123686 -0.003569289697113081 0.0077589280956031088 -0.0079387249537076696 0.00090579082866600123 0.004739650964822999 0.0021321728754953835 0.0064566165517441192
leaf_weight=70 60 52 55 226 57 84 63 52 300 53 56 167 307 685 60
leaf_count=70 60 52 55 226 57 84 63 52 300 53 56 167 307 685 60
internal_value=0 0.00149195 0.0013582 0.00113868 0.000981014 -6.31008e-06 0.00228159 -0.00180649 -0.00117453 0.00198368 0.00164439 -0.0013072 0.00363508 0.0025387 0.00546796
internal_weight=0 2277 2217 2105 2050 1032 454 578 526 1018 961 223 391 738 112
internal_count=2347 2277 2217 2105 2050 1032 454 578 526 1018 961 223 391 738 112
is_linear=0
shrinkage=0.16829


Tree=8188
num_leaves=24
num_cat=0
split_feature=1 3 123 2 4 3 3 12 402 49 1 48 0 12 4 403 42 4 124 402 1455 0 403
split_gain=4.20218 1.19276 0.614766 0.458771 0.446525 0.317602 0.197538 0.182132 0.189775 0.167389 0.169497 0.16449 0.160039 0.20659 0.249515 0.143451 0.127386 0.115563 0.0913439 0.0881864 0.0587062 0.0509272 0.0355041
threshold=0.10574000000000001 -0.052614999999999995 0.081990000000000021 0.14307 0.30163500000000004 0.077930000000000013 0.149315 0.091545000000000015 0.089940000000000006 -0.047749999999999994 0.081315000000000012 0.092065000000000022 -0.14910999999999999 0.083885000000000015 -0.16270999999999997 0.041145000000000008 0.090625000000000025 0.029980000000000003 -0.08231999999999999 0.085345000000000018 -0.065979999999999983 -0.082064999999999985 -0.089804999999999982
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 4 7 5 16 18 -7 8 9 10 -1 17 -11 14 -14 -10 -2 19 -3 21 -15 -9 -23
right_child=1 3 -4 -5 -6 6 -8 11 15 12 -12 -13 13 20 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00082717851689674473 0.00093332494096332941 0.00038148985000915865 0.00050696103054596506 0.00012574822625550954 0.00045669982440045765 0.00067679232442894384 0.00040191246541374637 0.00091048970777108382 0.001082233160755276 0.00099162902912220329 0.00057146503668854993 0.00060672035201862979 0.00093406167964260589 0.00075761343186456925 0.00066434927846905788 0.00085190560401537051 0.00069981418676589322 0.00068786296360405703 0.00018581863255539099 0.00068943152157058154 0.00087081164196616662 0.00087556203897192386 0.00079136913200126115
leaf_weight=64 52 53 71 82 60 56 60 80 63 78 53 59 52 60 142 60 54 99 53 57 609 84 246
leaf_count=64 52 53 71 82 60 56 60 80 63 78 53 59 52 60 142 60 54 99 53 57 609 84 246
internal_value=0 0.000460352 0.00080945 0.000337285 0.000685514 0.000415262 0.000534917 0.000821322 0.000845759 0.000831262 0.000711644 0.000775091 0.000846098 0.000832903 0.000736825 0.000970165 0.000814699 0.00079258 0.000283987 0.000814703 0.000860712 0.000832033 0.000812907
internal_weight=0 470 1877 304 166 222 116 1806 1181 1058 117 625 941 863 194 123 106 566 106 467 669 410 330
internal_count=2347 470 1877 304 166 222 116 1806 1181 1058 117 625 941 863 194 123 106 566 106 467 669 410 330
is_linear=0
shrinkage=0.0032998


Tree=8189
num_leaves=16
num_cat=0
split_feature=12 42 1429 52 1 4 151 15 15 4 52 12 4 133 4
split_gain=0.109474 0.0728179 0.0549619 0.0573653 0.0548287 0.112112 0.0867533 0.099499 0.0841618 0.10993 0.0820074 0.0855157 0.0628886 0.0518671 0.0497514
threshold=-0.10853999999999998 -0.17571499999999998 -0.089414999999999981 -0.55820499999999984 0.077300000000000021 -0.079554999999999987 0.056735000000000001 -0.0036549999999999998 0.03981500000000001 -0.086179999999999993 0.087375000000000008 0.086315000000000017 -0.090609999999999982 0.085720000000000018 -0.081839999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 10 8 7 -7 -6 -10 12 -12 -5 -14 -13
right_child=1 2 3 4 5 6 -8 -9 9 -11 11 14 13 -15 -16
leaf_value=0.0082906568790177323 0.0075360448425409758 0.0066911311097022251 0.0066725419867148927 0.0084949399770126756 -0.007049480560797643 0.00033924951698390698 -0.0054968132288842593 0.0048316628590878673 0.0046362699156052272 -0.0051185839760231906 -0.0050935589166836237 -0.0023223442821487463 0.0013081299269813596 0.0043843610227849621 0.0022236165583118289
leaf_weight=69 55 53 53 54 93 489 52 196 63 68 76 90 403 255 278
leaf_count=69 55 53 53 54 93 489 52 196 63 68 76 90 403 255 278
internal_value=0 0.00147998 0.00132933 0.00119755 0.00105963 0.000118301 0.0011222 0.00162729 -0.0031767 -0.000413604 0.00184062 4.15557e-05 0.00295998 0.00250302 0.00110695
internal_weight=0 2278 2223 2170 2117 961 737 685 224 131 1156 444 712 658 368
internal_count=2347 2278 2223 2170 2117 961 737 685 224 131 1156 444 712 658 368
is_linear=0
shrinkage=0.16829


Tree=8190
num_leaves=24
num_cat=0
split_feature=0 16 16 0 3 52 2 481 47 49 475 0 132 2 1 157 49 2 475 12 16 12 12
split_gain=0.0841184 0.0728062 0.183559 0.274386 0.0668196 0.126229 0.0544259 0.10477 0.0786597 0.0678201 0.0728166 0.0737729 0.065996 0.0670115 0.114709 0.0470903 0.0621359 0.0878472 0.0512023 0.0447083 0.0374384 0.0712655 0.0678029
threshold=-0.069074999999999984 -0.14169499999999999 0.053535000000000006 -0.043914999999999989 0.11745500000000002 -0.022844999999999997 0.090225000000000014 -0.083994999999999986 0.10019500000000002 0.087520000000000014 -0.082824999999999982 -0.099059999999999995 0.090050000000000005 0.11237500000000002 0.086255000000000012 -0.07797999999999998 0.018515000000000004 0.098895000000000011 -1.0000000180025095e-35 0.096510000000000012 -0.039889999999999988 0.090905000000000014 0.093595000000000025
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 19 6 -6 7 -1 9 10 -9 -12 13 14 20 -4 17 -17 -19 -3 22 -22 -8
right_child=1 2 15 -5 5 -7 12 8 -10 -11 11 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24
leaf_value=-0.0028181961287567663 0.00390024810500798 -0.0046284518696921885 -0.0033047262843040998 -0.015525193356073884 0.0043856431451686703 -0.0062755628576167174 -0.0022613035091609344 -0.0021733301452231671 -0.0019241444549394308 0.0084559849816207202 0.0080532560739409176 0.0030566121391127758 -0.0046188338527648198 0.0052300237833023105 -0.0051341380444214577 0.0069550299755337082 -0.0027867755156774153 0.0037340335259857587 -0.0036644461022647206 0.0021571654022976973 0.0086305523650634444 0.00045343823476231643 0.0039513895676169209
leaf_weight=88 87 52 60 56 53 77 116 65 77 77 96 686 59 100 85 98 61 52 54 58 55 68 87
leaf_count=88 87 52 60 56 53 77 116 65 77 77 96 686 59 100 85 98 61 52 54 58 55 68 87
internal_value=0 -0.000581397 -0.00137916 -0.00593358 0.00175177 -0.00191525 0.0020402 0.00273814 0.00322841 0.00365973 0.00322158 0.00367231 0.00070362 0.00132167 0.000366356 0.000941577 0.00190978 0.00332295 -1.80543e-05 -0.00103425 0.00180604 0.00412448 0.000392429
internal_weight=0 578 491 166 1789 130 1659 1089 1001 924 847 782 570 511 411 325 265 204 106 110 326 123 203
internal_count=2367 578 491 166 1789 130 1659 1089 1001 924 847 782 570 511 411 325 265 204 106 110 326 123 203
is_linear=0
shrinkage=0.16829


Tree=8191
num_leaves=27
num_cat=0
split_feature=12 13 12 15 12 16 156 13 133 0 15 49 16 49 15 15 12 1456 12 16 159 484 0 13 13 15
split_gain=10.2238 2.13241 1.67235 0.81821 0.804155 0.638536 0.597259 0.541606 0.287929 0.252102 0.228125 0.217416 0.149907 0.147054 0.127032 0.0928278 0.0917748 0.0911192 0.0872874 0.203603 0.101815 0.0619436 0.0740735 0.0457672 0.0414365 0.0406076
threshold=0.054520000000000006 -1.0000000180025095e-35 0.13332500000000003 -0.24042999999999998 0.092855000000000007 -0.15135499999999999 0.050840000000000003 -0.28558999999999996 0.086805000000000007 -0.026509999999999995 -0.0099749999999999978 -0.080089999999999981 -0.083104999999999984 0.086895000000000014 0.094620000000000024 -0.46503999999999995 0.101595 0.087065000000000017 0.086700000000000013 -0.096494999999999984 0.037030000000000007 0.0038100000000000005 -0.073674999999999977 -0.065674999999999983 0.059130000000000009 -0.075694999999999985
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 3 4 15 11 -6 9 -5 -9 12 13 -2 -3 16 24 -1 -7 18 19 -13 -21 22 -20 -16 -12 -15
right_child=2 6 -4 7 5 10 -8 8 -10 -11 14 17 -14 25 23 -17 -18 -19 21 20 -22 -23 -24 -25 -26 -27
leaf_value=6.6448638265754863e-05 0.00075981446230778324 0.00046355353468552991 0.0003061048639007158 4.6338153489139146e-05 0.00048820290876011509 0.00077077353472572885 0.00082887596127900092 0.00053920115536981055 0.00024003930524729404 0.00030965803406840796 0.00091641597335372495 0.0012057845841740974 0.00066499110786505302 0.00091940731212252988 0.00089195502675838559 -0.00012698893630560355 0.00058901996907232323 0.00084019645626033591 0.00095263311796749844 0.001014059978759974 0.00085062898619637074 0.00085457630805383538 0.0010874909749172485 0.00076984566799989163 0.0010297011794241939 0.00078931966736490858
leaf_weight=56 56 80 52 55 60 75 85 96 56 56 81 57 85 62 83 52 55 56 440 291 52 66 54 68 81 57
leaf_count=56 56 80 52 55 60 75 85 96 56 56 81 57 85 62 83 52 55 56 440 291 52 66 54 68 81 57
internal_value=0 0.00039692 0.000890014 0.000206166 0.000907917 0.000813167 0.000593168 0.000327655 0.000429215 0.000502352 0.000847798 0.00096286 0.000567538 0.000772306 0.000907741 -2.63618e-05 0.000694149 0.000974017 0.000981787 0.00102031 0.000989386 0.000954206 0.000967446 0.000837199 0.000973276 0.000857392
internal_weight=0 621 1746 315 1694 622 306 207 152 221 562 1072 165 249 313 108 130 1016 960 400 343 560 494 151 162 119
internal_count=2367 621 1746 315 1694 622 306 207 152 221 562 1072 165 249 313 108 130 1016 960 400 343 560 494 151 162 119
is_linear=0
shrinkage=0.0032998


Tree=8192
num_leaves=16
num_cat=0
split_feature=1 14 1452 124 15 16 16 0 49 49 4 42 1 1 4
split_gain=0.0821335 0.10686 0.0718521 0.0648615 0.058702 0.108097 0.0544606 0.16937 0.0863794 0.0854783 0.0850207 0.0835084 0.0729368 0.111062 0.0746055
threshold=0.11846000000000002 -0.10708499999999999 0.093985000000000013 -0.087104999999999988 -0.42759999999999992 -0.072359999999999994 -0.071359999999999993 -0.073284999999999975 0.11151500000000002 -0.0010999999999999996 -0.023499999999999997 0.090295000000000014 0.089790000000000023 0.10374500000000002 -0.08397499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 7 12 9 10 -8 -11 14 -14 -5
right_child=4 2 -4 6 5 -7 8 -9 -10 11 -12 -13 13 -15 -16
leaf_value=0.0092112545265444195 0.0026074175588907057 -0.0036191318648067764 -0.0043540095951033024 8.1587675007323924e-05 -0.0069739363796338886 0.0010876158715153357 0.0089302313315862691 0.0097552181493961044 0.0062369060474025545 -0.0014662961769047391 0.0016040641397295653 0.0025119826709222586 -0.0051116808731766798 0.0035404026906126706 0.0041353813515206915
leaf_weight=56 81 58 53 177 91 97 61 95 89 470 173 219 86 82 479
leaf_count=56 81 58 53 177 91 97 61 95 89 470 173 219 86 82 479
internal_value=0 0.00195109 0.00175111 0.00191469 -0.00116853 -0.00280496 0.00208183 0.00302104 0.00122716 0.000742155 0.00352155 -0.000199185 0.00224247 -0.000877946 0.00304434
internal_weight=0 2098 2042 1989 269 188 1931 919 1012 923 234 689 824 168 656
internal_count=2367 2098 2042 1989 269 188 1931 919 1012 923 234 689 824 168 656
is_linear=0
shrinkage=0.16829


Tree=8193
num_leaves=18
num_cat=0
split_feature=9 51 147 157 51 15 0 128 157 42 483 40 15 52 48 52 16
split_gain=0.126016 0.0833201 0.108655 0.0765462 0.0791901 0.0608217 0.110601 0.0493633 0.0473702 0.0456717 0.0724482 0.0611522 0.046992 0.097847 0.0495893 0.0303503 0.0218332
threshold=-1.0000000180025095e-35 0.07955000000000001 0.089365000000000014 -0.22776499999999997 0.13775500000000004 0.041820000000000003 -0.080474999999999977 0.104145 -0.083039999999999989 0.08486500000000001 0.058525000000000008 -0.081369999999999984 -0.069929999999999978 -0.13370999999999997 0.090545000000000014 -0.013914999999999999 -0.0074349999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -3 5 6 15 8 16 10 11 -10 14 -14 -11 -5 -2
right_child=1 3 -4 4 -6 -7 -8 -9 9 12 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0056494781206560107 0.0074772390821827963 -0.0064813736225089917 -0.0040890988450239911 0.0029284150257735471 0.0061473225456457779 0.0026142308719308872 -0.0093416385410329105 -0.0021996297449354643 0.0078123337207479729 -0.0024958729834260703 0.00817743828186809 0.0021342426485512381 0.0089954233884770914 0.0012958490227071508 0.0029112194640121053 -0.0027663937285484445 0.0030618888298781853
leaf_weight=71 72 57 80 54 53 84 52 68 58 157 70 783 52 475 69 52 60
leaf_count=71 72 57 80 54 53 84 52 68 58 157 70 783 52 475 69 52 60
internal_value=0 0.00154443 0.00197609 -0.000834436 0.000250577 -0.00103344 -0.00298407 0.00223736 0.00240636 0.00216115 0.00296404 0.00252797 0.0011874 0.00205899 -0.000837085 0.000117786 0.00548387
internal_weight=0 2296 1944 352 295 242 158 1864 1796 1664 911 841 753 527 226 106 132
internal_count=2367 2296 1944 352 295 242 158 1864 1796 1664 911 841 753 527 226 106 132
is_linear=0
shrinkage=0.16829


Tree=8194
num_leaves=24
num_cat=0
split_feature=4 12 3 3 3 2 2 2 2 0 47 15 49 0 52 2 47 3 15 2 2 12 2
split_gain=7.16656 2.35711 1.01955 0.822677 0.590664 0.503866 0.365174 0.309308 0.259043 0.184014 0.142493 0.134187 0.15956 0.190478 0.128657 0.120903 0.160514 0.121675 0.0877511 0.0526684 0.0463151 0.0404769 0.0474366
threshold=0.30163500000000004 0.054520000000000006 0.11372500000000001 -0.0035149999999999995 -0.081084999999999977 0.14794000000000004 0.12015500000000001 0.086245000000000002 0.10054500000000001 -0.17785499999999996 0.10094500000000002 -0.095539999999999986 -0.065249999999999989 -0.095584999999999989 0.11614000000000001 0.094835000000000017 0.10323000000000002 -0.070494999999999988 -0.46319999999999995 0.09742000000000002 0.090050000000000005 0.097510000000000013 0.10644500000000001
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=1 2 3 8 10 9 15 -5 -1 -2 11 -3 -13 -14 -15 16 17 20 -11 -9 -6 -17 -23
right_child=5 4 -4 7 6 -7 -8 19 -10 18 -12 12 13 14 -16 21 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0010336696469777646 0.00086081961144856482 0.0014886400985721063 0.00067858690103880066 0.0014578717411665835 0.0012683387829687336 0.00033312464222383316 0.00092394521541661544 0.0010689802564286381 0.00077829993490833563 0.00071746183633347792 0.0011429214029960346 0.0011522519889432881 0.0014962270817665949 0.0013245892717529606 0.0011697128848939299 0.0010735206938578355 0.0010752740691819041 0.0014127854951501285 0.00055019933533932371 0.0012232379421319396 0.0011651107607657072 0.0012574548467189164 0.0011077058384836775
leaf_weight=99 55 54 90 52 214 53 54 56 80 71 53 65 69 737 68 75 56 58 72 54 75 53 54
leaf_count=99 55 54 90 52 214 53 54 56 80 71 53 65 69 737 68 75 56 58 72 54 75 53 54
internal_value=0 0.00121019 0.00099205 0.00107468 0.00126597 0.000620161 0.00118635 0.00124566 0.000919735 0.000696817 0.00131457 0.00132369 0.00131417 0.00132617 0.00131155 0.00121052 0.00124335 0.00127037 0.000633492 0.00114503 0.00124167 0.00113761 0.00118221
internal_weight=0 2116 431 341 1685 251 639 162 179 198 1046 993 939 874 805 585 403 347 143 110 289 182 107
internal_count=2367 2116 431 341 1685 251 639 162 179 198 1046 993 939 874 805 585 403 347 143 110 289 182 107
is_linear=0
shrinkage=0.0032998


Tree=8195
num_leaves=21
num_cat=0
split_feature=4 3 4 3 0 3 43 41 14 43 0 43 4 12 0 2 43 43 133 43
split_gain=4.00948 1.27348 0.522341 0.513956 0.480262 0.478245 0.291235 0.21575 0.205319 0.198434 0.137807 0.218878 0.187399 0.119898 0.0939436 0.0898643 0.0861011 0.0733157 0.0831986 0.0634138
threshold=0.30163500000000004 -0.049204999999999992 -0.37983499999999992 0.11191000000000002 -0.066044999999999979 0.13772500000000001 -0.049364999999999992 0.078065000000000009 -0.41790499999999997 -0.049914999999999994 -0.068669999999999995 -0.082094999999999987 -0.42305999999999994 0.083310000000000009 -0.10120999999999998 0.087675000000000017 -0.040789999999999993 0.043850000000000007 -0.020484999999999996 0.066795000000000007
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 7 -3 4 6 8 -4 10 -2 -10 13 -12 -13 -1 -15 -8 -14 18 -16 -19
right_child=5 2 3 -5 -6 -7 15 -9 9 -11 11 12 16 14 17 -17 -18 19 -20 -21
leaf_value=0.00090193952085254007 0.00050907714707166955 0.00078686156716894302 0.00047695751712126987 0.00026431424656213418 0.00031635638907699497 -5.4723335228865914e-06 0.00082487963833008241 0.00093448595149748051 0.00014341670107882628 0.00039298245107118697 0.00048816623857232927 0.00087121194322170765 0.0007344684754755571 0.00063320947118433431 0.00081914127092393466 0.00064980497067178907 0.00057499975849231472 0.00058535692330987201 0.00074165223108745601 0.00073038744124986758
leaf_weight=53 53 78 84 86 70 59 59 60 71 69 62 60 74 90 200 78 81 56 794 94
leaf_count=53 53 78 84 86 70 59 59 60 71 69 62 60 74 90 200 78 81 56 794 94
internal_value=0 0.000694899 0.000540317 0.000489215 0.000555559 0.000253936 0.000631166 0.000738186 0.000333419 0.000266669 0.000730633 0.000662709 0.000712878 0.000745225 0.000738465 0.000725459 0.000651361 0.000746715 0.000757279 0.000676478
internal_weight=0 2079 455 377 291 252 221 1624 193 140 1564 277 215 1287 1234 137 155 1144 994 150
internal_count=2331 2079 455 377 291 252 221 1624 193 140 1564 277 215 1287 1234 137 155 1144 994 150
is_linear=0
shrinkage=0.0032998


Tree=8196
num_leaves=23
num_cat=0
split_feature=2 2 2 14 2 15 16 16 16 15 13 42 49 1456 1212 13 13 13 2 43 16 16
split_gain=7.46535 5.60321 1.60097 1.08318 0.829611 0.75775 0.580429 0.386604 0.317496 0.259334 0.201144 0.166514 0.155621 0.211191 0.138651 0.135403 0.126557 0.123429 0.0961503 0.0869852 0.0815024 0.116456
threshold=0.11461500000000001 -1.0000000180025095e-35 0.15227000000000004 0.062655000000000016 0.10472500000000001 -0.083359999999999976 -0.059624999999999991 0.092980000000000021 0.40052000000000004 0.029300000000000003 -0.050754999999999995 -0.0060199999999999993 0.083250000000000005 0.056265000000000009 0.041590000000000009 -0.081629999999999994 -0.049414999999999994 -0.062109999999999992 0.088885000000000006 -0.015804999999999996 0.034535000000000003 -0.031434999999999998
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 6 5 4 9 17 -1 19 -7 12 14 18 13 16 15 -11 -3 -2 -12 -6 21 -14
right_child=2 3 -4 -5 7 8 -8 -9 -10 10 11 -13 20 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=4.6076728338945779e-05 0.00017927590509724843 0.00086543280618613994 -6.0744396971212236e-05 0.001306650734231748 0.0006715500642560712 0.00050673258250756093 0.00045899696142587525 0.0008764403127099837 0.00082575120054963886 0.0010193195494303147 0.0010115844058234214 0.0011563223102265801 0.00091573857897289971 0.0010288051650254022 0.00079867050015034683 0.00085905050955108371 0.00075330676574173481 0.00039120582350928495 0.00086382161963432917 0.00049777158015531706 0.0008240426532003498 0.0010831914572127738
leaf_weight=78 71 291 83 72 67 98 71 83 53 135 254 77 134 62 99 108 188 53 64 64 52 74
leaf_count=78 71 291 83 72 67 98 71 83 53 135 254 77 134 62 99 108 188 53 64 64 52 74
internal_value=0 0.000858661 0.000340547 0.000908928 0.000892563 0.000461792 0.000243074 0.000699375 0.000618939 0.000919421 0.000964578 0.00101604 0.000877828 0.000845322 0.000905042 0.000948234 0.000821499 0.000270143 0.000981957 0.00058692 0.00094533 0.000975483
internal_weight=0 1973 358 1824 1752 275 149 214 151 1538 737 395 801 541 342 243 479 124 318 131 260 208
internal_count=2331 1973 358 1824 1752 275 149 214 151 1538 737 395 801 541 342 243 479 124 318 131 260 208
is_linear=0
shrinkage=0.0032998


Tree=8197
num_leaves=21
num_cat=0
split_feature=3 3 4 4 42 3 3 0 41 0 52 4 43 4 0 401 1213 457 43 402
split_gain=3.93085 1.60979 0.81108 0.788139 0.357824 0.481643 0.302042 0.397956 0.299399 0.208742 0.189241 0.162277 0.107516 0.145915 0.0979303 0.0893066 0.148252 0.0711903 0.037024 0.0327138
threshold=-0.049204999999999992 0.31370500000000007 -0.37626499999999991 0.40124500000000002 -0.026469999999999997 -0.0044449999999999993 0.11745500000000002 -0.18087499999999998 0.075585000000000013 -0.072674999999999976 -0.53454499999999994 -0.087839999999999988 -0.083464999999999998 -0.079764999999999989 -0.066044999999999979 0.087110000000000007 -0.09411499999999999 0.062030000000000009 -0.041094999999999993 0.096735000000000002
decision_type=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 8 -4 14 7 -7 9 11 -11 -1 -12 -14 -6 16 -13 -18 -15 -17
right_child=1 -3 4 -5 5 6 -8 -9 -10 10 12 15 13 18 -16 19 17 -19 -20 -21
leaf_value=0.00096145623552068549 0.00086045514985384861 5.2014770712492192e-05 0.00068823823993845548 0.00043967960483379232 0.00037184482790701852 0.00078143561364350648 0.00036201164632680059 0.00046801927109910266 0.0010102577068707922 0.00086546517073685819 0.00056573357747012577 0.00061910179658308004 0.00087267191951486171 0.00072741239130353025 0.0001857574584325604 0.00095638944354912699 0.00081088608440902255 0.00069017142823913659 0.00061897538563580759 0.00083840572442717696
leaf_weight=79 78 82 87 68 67 81 78 99 74 80 69 52 52 69 59 54 888 61 86 68
leaf_count=79 78 82 87 68 67 81 78 99 74 80 69 52 52 69 59 54 888 61 86 68
internal_value=0 0.000483747 0.000548168 0.000788898 0.000496376 0.000452816 0.000534642 0.000609252 0.000803428 0.000793581 0.000722517 0.000814599 0.000680955 0.000719192 0.000284988 0.000804237 0.000793637 0.000803164 0.000667475 0.000890917
internal_weight=0 631 549 1700 471 384 258 180 1632 1558 356 1202 276 207 126 1123 1001 949 155 122
internal_count=2331 631 549 1700 471 384 258 180 1632 1558 356 1202 276 207 126 1123 1001 949 155 122
is_linear=0
shrinkage=0.0032998


Tree=8198
num_leaves=12
num_cat=0
split_feature=3 160 447 3 2 157 1 1 52 15 15
split_gain=0.209558 0.134653 0.0912217 0.116845 0.110492 0.0951258 0.0747156 0.109889 0.0601215 0.149209 0.0722744
threshold=0.32329500000000005 -0.54119499999999987 0.089095000000000021 -0.13088999999999998 -0.0091949999999999983 -0.14210499999999995 0.10723500000000001 0.092860000000000012 0.086400000000000018 -0.0087849999999999977 -0.40312499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 -3 10 -10 -7
right_child=-2 2 -4 4 5 8 -8 -9 9 -11 -12
leaf_value=0.011448641678505556 -0.0061285119939141885 0.0088068789182214908 -0.0031453532839262077 -0.0027530925546482609 -0.0030630996458109526 -0.0015141369890230797 0.012687975752471168 -0.00032221960974187239 0.0064567371195562925 0.00035274470122824138 0.0046474877098966593
leaf_weight=62 63 103 57 83 60 56 56 58 164 370 1199
leaf_count=62 63 103 57 83 60 56 56 58 164 370 1199
internal_value=0 0.00370112 0.00348257 0.0036592 0.00324165 0.00351173 0.00736842 0.00550698 0.00373324 0.00223074 0.00437112
internal_weight=0 2268 2206 2149 1932 1849 217 161 1789 534 1255
internal_count=2331 2268 2206 2149 1932 1849 217 161 1789 534 1255
is_linear=0
shrinkage=0.16829


Tree=8199
num_leaves=27
num_cat=0
split_feature=1 3 12 1 2 2 14 16 3 0 16 51 2 2 0 3 1 42 42 403 475 42 16 42 2 0
split_gain=3.71025 0.806718 0.477716 0.419361 0.319444 0.334803 0.245203 0.193098 0.177182 0.210558 0.142624 0.134159 0.116885 0.116505 0.145912 0.114117 0.0933686 0.0924589 0.0906707 0.0855035 0.0733591 0.101082 0.0654925 0.0486242 0.0443238 0.0225257
threshold=0.11130500000000002 -0.049204999999999992 0.078515000000000015 0.14699000000000004 0.074875000000000011 0.106285 -1.0000000180025095e-35 0.055635000000000011 -0.15956499999999998 -0.060199999999999997 -0.49181999999999998 -0.09193999999999998 0.098215000000000011 0.087830000000000005 -0.10891999999999999 -0.086264999999999994 0.12541500000000003 0.084675000000000014 -0.056754999999999993 -0.085534999999999986 -0.016104999999999998 0.089005000000000015 -0.070454999999999976 0.084130000000000024 0.086365000000000011 -0.081284999999999982
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 7 4 6 -1 11 -3 -2 -4 13 -8 -6 -13 15 -15 19 -12 -11 25 -10 -17 -22 -7 -20 -21 -16
right_child=1 3 8 -5 5 22 10 -9 9 17 16 12 -14 14 18 20 -18 -19 23 24 21 -23 -24 -25 -26 -27
leaf_value=0.00036804547134437299 0.00044673396271165003 0.00049291527315041474 0.00087110515211384772 -2.030846262040151e-05 0.00085814623058921174 0.00056357898048029192 0.00037605675906625673 0.00071532422182663739 0.00089280572114344432 0.00068157641941518816 0.00026626306291764888 0.00073207266737522394 0.00053361297634076533 0.00053621672131414486 0.00069267693587973822 0.00060623306130052289 6.737904274399116e-05 0.00049534407614115219 0.0008087399789002246 0.00073798284367562576 0.00077561164035775722 0.00066737871600840235 0.0003940915566100996 0.00071354956052603342 0.00085364160772576189 0.00059963445816759516
leaf_weight=61 66 57 83 53 52 52 55 54 86 55 52 91 53 63 53 59 52 67 81 165 258 159 52 308 53 91
leaf_count=61 66 57 83 53 52 52 55 54 86 55 52 91 53 63 53 59 52 67 81 165 258 159 52 308 53 91
internal_value=0 0.000342687 0.000695953 0.000242092 0.000587118 0.000631545 0.000306641 0.000567893 0.000720782 0.000712429 0.000239641 0.000712215 0.000659273 0.000724182 0.000688729 0.000751226 0.00016716 0.00057959 0.00070669 0.000802177 0.000718612 0.000734427 0.000479174 0.000733461 0.000766263 0.000634124
internal_weight=0 389 1942 269 361 300 216 120 1581 1498 159 196 144 1376 596 780 104 122 533 304 476 417 104 389 218 144
internal_count=2331 389 1942 269 361 300 216 120 1581 1498 159 196 144 1376 596 780 104 122 533 304 476 417 104 389 218 144
is_linear=0
shrinkage=0.0032998


Tree=8200
num_leaves=21
num_cat=0
split_feature=4 12 2 4 15 4 15 12 159 13 4 15 13 13 13 52 4 40 52 13
split_gain=6.95467 1.61887 0.911691 0.549965 0.362473 0.42521 0.316582 0.331186 0.312406 0.27595 0.258286 0.341484 0.236468 0.195311 0.135129 0.131771 0.103181 0.101885 0.0984161 0.0863828
threshold=0.30163500000000004 -0.011819999999999999 0.13775000000000001 -0.0027699999999999995 -0.42075999999999997 0.41696500000000003 0.029300000000000003 0.083865000000000009 0.10634 -0.10899499999999999 0.0099250000000000015 -0.092969999999999983 -0.092704999999999996 -0.050754999999999995 0.055020000000000006 0.10855000000000002 -0.011809999999999999 -0.080684999999999993 0.49868000000000007 -0.048554999999999994
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 6 17 8 -6 9 -8 -2 -3 15 -12 -9 -13 19 16 -11 -1 -17 -14
right_child=4 2 -4 -5 5 -7 7 12 -10 10 11 13 14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.00047525188449053587 0.00047927691129520742 0.00061754724094922821 0.00042331098747990116 0.00072482542306220919 0.00029003466331853876 -0.0001277600933634621 0.0010982597216725649 0.0010835520461096582 0.00015836164645154468 0.00085108723289264348 0.00090005489294114221 0.00074260553024627161 0.00084701089859987434 0.00049277970100344252 0.00075255061450178425 0.00065623564685048129 0.00094116603329380533 0.0002681941453849927 0.0008632863263429956 0.00093158825929264292
leaf_weight=54 78 67 53 91 54 52 94 63 58 334 94 87 281 58 96 52 260 52 53 280
leaf_count=54 78 67 53 91 54 52 94 63 58 334 94 87 281 58 96 52 260 52 53 280
internal_value=0 0.000821257 0.000851232 0.00053624 0.000229844 8.47464e-05 0.000863681 0.000912458 0.000342675 0.000824139 0.000838858 0.000744199 0.000888152 0.000642918 0.000869361 0.000871174 0.000890575 0.000374009 0.000761082 0.000889287
internal_weight=0 2069 1872 197 242 106 1819 814 136 1005 938 239 720 145 657 699 594 106 105 561
internal_count=2311 2069 1872 197 242 106 1819 814 136 1005 938 239 720 145 657 699 594 106 105 561
is_linear=0
shrinkage=0.0032998


Tree=8201
num_leaves=20
num_cat=0
split_feature=1 4 1 1210 157 2 2 403 42 49 2 48 403 4 1454 400 133 51 42
split_gain=0.353149 0.141778 0.10582 0.104947 0.0867269 0.0904976 0.0857773 0.0875808 0.079109 0.0902561 0.102775 0.0722315 0.0567712 0.102505 0.0618545 0.0460723 0.053514 0.0393471 0.0370984
threshold=0.13301500000000002 0.50373500000000015 0.077565000000000009 -0.0025849999999999992 -0.090569999999999998 0.11517500000000001 0.084095000000000017 -0.014869999999999998 0.10138000000000001 -0.015064999999999999 -0.017044999999999998 0.084260000000000015 -0.10138499999999999 -0.078454999999999983 0.074020000000000016 -0.064794999999999978 -0.23133499999999999 0.093135000000000009 0.082755000000000009
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 6 -4 -5 8 7 -1 9 11 -11 -6 13 -8 15 -14 -17 -18 -7
right_child=1 -3 3 4 5 18 12 -9 -10 10 -12 -13 14 -15 -16 16 17 -19 -20
leaf_value=0.014097928177695942 0.00059914142070555164 -0.0099839635556202445 -0.004544698812202385 0.0093568703917200676 -0.0044344409674731081 -0.0037198686593552296 -0.0022442025692241416 0.0047422648027576298 0.0098678722678576473 0.011261095182377886 0.0033195227109506457 0.0027249054195914828 0.00974877983787561 0.0065360493181614325 -1.0404918002831238e-05 0.0012133008547548332 0.005266461464682644 0.0096405329917973927 0.0019088816320203274
leaf_weight=59 74 69 52 61 71 75 84 56 52 52 430 91 69 68 60 87 677 65 59
leaf_count=59 74 69 52 61 71 75 84 56 52 52 430 91 69 68 60 87 677 65 59
internal_value=0 -0.00449483 0.00413413 0.00278992 0.00321999 0.00276681 0.00516743 0.00955775 0.00353853 0.00302467 0.00418002 -0.000401743 0.00471095 0.00167199 0.00519125 0.0055408 0.0051884 0.00565206 -0.00122813
internal_weight=0 143 2168 943 891 830 1225 115 696 644 482 162 1110 152 958 898 829 742 134
internal_count=2311 143 2168 943 891 830 1225 115 696 644 482 162 1110 152 958 898 829 742 134
is_linear=0
shrinkage=0.16829


Tree=8202
num_leaves=25
num_cat=0
split_feature=15 3 12 0 12 49 150 3 14 49 157 16 3 16 156 3 16 15 0 157 16 12 12 403
split_gain=9.62386 5.20004 2.2518 0.985438 0.816222 0.636811 0.555774 0.296551 0.290241 0.235743 0.225215 0.232811 0.22464 0.541081 0.24469 0.210209 0.187876 0.250285 0.31327 0.177378 0.114955 0.109354 0.100328 0.0859892
threshold=-0.24269999999999997 0.30112000000000005 0.077755000000000005 -0.10417499999999999 0.091200000000000017 -0.013699999999999999 0.084680000000000019 -0.15680499999999997 -0.42214499999999994 0.09833500000000002 -0.00046499999999999992 -0.123625 -0.0062049999999999996 -0.0094449999999999968 0.050840000000000003 0.0012800000000000001 -0.0021749999999999994 0.082725000000000007 -0.10891999999999999 -0.073574999999999988 -0.12029499999999999 0.084055000000000005 0.087545000000000026 -0.098684999999999981
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 6 -1 16 -6 9 -7 -5 12 -9 -12 13 -2 -14 -8 17 18 -4 -18 -20 -19 -21 -23
right_child=1 -3 4 8 5 7 15 10 -10 -11 11 -13 14 -15 -16 -17 19 21 20 22 -22 23 -24 -25
leaf_value=0.00072490386109856566 0.001207044608206056 0.00014874361420343888 0.00097123420832105774 0.00038695465645835871 0.00079448263002331455 0.00141309316203201 0.00059673764997865419 0.00098750360947165959 6.8811591539653838e-05 0.00083082763674633276 0.00097391076723439909 0.0012019874334286654 0.0010481360107717124 0.00074083440488976961 0.0013423940825581216 0.00089542013048148625 0.0015614436677514392 0.0014652907010039493 0.0011062704649846653 0.0014116117534871781 0.0012830725881300829 0.001197922578389381 0.001212715083857977 0.0013312162182277038
leaf_weight=58 52 55 54 55 52 54 52 79 73 55 56 497 79 58 53 53 52 58 53 69 224 72 53 295
leaf_count=58 52 55 54 55 52 54 52 79 73 55 56 497 79 58 53 53 52 58 53 69 224 72 53 295
internal_value=0 0.00115089 0.0011775 0.000367853 0.00123101 0.00114865 0.00095542 0.00117544 0.000205789 0.00102869 0.00115508 0.00117895 0.00107351 0.000961545 0.00116655 0.000747837 0.00129633 0.00127329 0.0012041 0.00139621 0.00124937 0.0013271 0.00132549 0.00130516
internal_weight=0 2125 2070 186 1668 738 402 686 128 297 632 553 242 110 132 105 930 756 331 174 277 425 122 367
internal_count=2311 2125 2070 186 1668 738 402 686 128 297 632 553 242 110 132 105 930 756 331 174 277 425 122 367
is_linear=0
shrinkage=0.0032998


Tree=8203
num_leaves=15
num_cat=0
split_feature=4 15 159 1456 3 3 48 16 52 1446 159 475 15 48
split_gain=0.283167 0.178229 0.114899 0.0831438 0.0781834 0.0768763 0.0772206 0.190002 0.119098 0.0917959 0.0651566 0.0543576 0.0469699 0.0422919
threshold=0.36766000000000004 -0.41880499999999993 0.10652000000000002 -0.090954999999999994 0.30112000000000005 0.11191000000000002 0.088875000000000023 0.16984500000000002 -0.021164999999999996 0.037915000000000011 -0.040794999999999991 -0.088274999999999978 0.12061000000000001 0.10255000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 9 8 -8 11 -11 -5 -13 -10
right_child=1 -3 -4 4 -6 -7 7 -9 13 10 -12 12 -14 -15
leaf_value=-0.00042788135493267252 0.0057807705586661118 -0.0074572040433252985 -0.0038859667475824276 0.00014336213041898921 -0.0017104801019321174 0.010829458352696499 -8.3376239714173969e-06 -0.0070077822101863117 0.011588573798168892 0.0064623661071875208 0.013966779693207192 0.0047283519476705414 0.009461770783262052 0.0047506375845854437
leaf_weight=93 89 92 57 71 52 60 94 53 53 93 52 1337 63 52
leaf_count=93 89 92 57 71 52 60 94 53 53 93 52 1337 63 52
internal_value=0 -0.00165157 0.00199446 0.00447217 0.00470323 0.00487714 0.00468499 0.00193347 0.00432384 0.00511296 0.00916599 0.00471222 0.00494264 0.00821928
internal_weight=0 238 146 2073 1980 1928 1868 252 199 1616 145 1471 1400 105
internal_count=2311 238 146 2073 1980 1928 1868 252 199 1616 145 1471 1400 105
is_linear=0
shrinkage=0.16829


Tree=8204
num_leaves=28
num_cat=0
split_feature=1 1 1 150 12 2 4 4 12 0 3 4 0 0 12 4 12 4 13 12 484 3 4 0 4 13 2
split_gain=10.5924 1.34924 0.862691 0.961101 0.661626 0.536623 0.393773 0.285419 0.26153 0.193901 0.18041 0.148602 0.188819 0.136982 0.130283 0.108914 0.070851 0.0603196 0.127782 0.0597657 0.0545202 0.049303 0.0426591 0.0401516 0.0294037 0.0261954 0.00112881
threshold=0.10752500000000002 0.13301500000000002 0.088735000000000022 1.0000000180025095e-35 0.088435000000000014 0.10981000000000002 0.50373500000000015 0.043850000000000007 0.08536500000000001 -0.11169999999999998 -0.14162499999999997 0.05864500000000001 -0.082349999999999993 -0.13972999999999997 0.088745000000000004 -0.087344999999999992 0.084055000000000005 -0.050564999999999992 -0.048554999999999994 0.090535000000000018 -0.081634999999999985 -0.011659999999999998 -0.076184999999999989 -0.092514999999999986 -0.0065299999999999993 -0.086304999999999979 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 8 7 14 -3 10 -4 -5 -1 12 23 -7 -2 -14 21 18 -10 -17 -18 25 -21 -6 -22 -12 -25
right_child=1 6 3 9 11 13 -8 -9 17 -11 16 -13 15 -15 -16 19 20 -19 -20 22 24 -23 -24 26 -26 -27 -28
leaf_value=0.0012560625724275653 0.00054370436821189576 0.00027286946251604702 0.00075770074309946015 0.00040449373037827155 0.0010868827901087978 0.00027886531895478608 -7.335725946855467e-05 0.00087425472649911389 0.00081322686164734756 0.0006893601436176284 0.0010883671311858296 0.00077100704693897678 0.00075076876517836844 0.00047431671670795727 0.00076819647014331302 0.0010127334696353641 0.00093795709095848728 0.0010336099136514906 0.0010005406466906206 0.00097147288805955311 0.0010318118595323944 0.0010351551375365209 0.00086288866246248788 0.00094920147026319351 0.0011158052159975565 0.0011919780913241247 0.0010011844731228077
leaf_weight=56 52 74 99 54 63 81 69 91 72 52 60 80 60 78 66 54 65 87 98 57 293 75 207 59 69 79 61
leaf_count=56 52 74 99 54 63 81 69 91 72 52 60 80 60 78 66 54 65 87 98 57 293 75 207 59 69 79 61
internal_value=0 0.000366178 0.000945641 0.000821228 0.000985839 0.000500592 0.000105563 0.00105016 0.000903504 0.000544572 0.00107308 0.000906711 0.000926 0.000374969 0.000669566 0.000883152 0.00105704 0.000959532 0.000921415 0.000908019 0.00103126 0.0011083 0.000886466 0.00101431 0.00104792 0.00114751 0.00097592
internal_weight=0 420 1891 462 1429 277 143 788 356 106 697 641 561 159 118 378 641 257 170 318 427 214 264 183 362 139 120
internal_count=2311 420 1891 462 1429 277 143 788 356 106 697 641 561 159 118 378 641 257 170 318 427 214 264 183 362 139 120
is_linear=0
shrinkage=0.0032998


Tree=8205
num_leaves=17
num_cat=0
split_feature=4 16 1456 0 39 457 3 3 12 3 150 156 3 49 4 481
split_gain=0.115343 0.0973602 0.0798531 0.0847036 0.0862308 0.0813192 0.075693 0.188711 0.072722 0.0673873 0.0713781 0.112591 0.0928684 0.055226 0.0901257 0.0211414
threshold=0.51400500000000016 0.62720500000000012 0.087065000000000017 -0.096139999999999989 0.087015000000000009 0.087995000000000004 -0.079864999999999978 -0.14162499999999997 -0.081314999999999985 0.11191000000000002 0.083205000000000015 0.087205000000000019 -0.044759999999999994 -0.07020499999999999 -0.0060699999999999999 -0.063794999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 7 -1 -6 10 12 -12 -5 -8 -15 -4
right_child=-2 -3 15 4 8 -7 13 -9 -10 -11 11 -13 -14 14 -16 -17
leaf_value=0.0067734191873690284 -0.0025376381966331178 0.010823153609751723 -0.0026716245572562317 0.0050860804972152436 -0.0032233267395158157 -0.0036773659166747007 0.0090040433215346927 -0.0049339273737216546 0.0052453166408722822 0.011203938725224754 0.014949143739985292 0.0041088893680643352 -0.0015160106438129484 -0.0023643116647501473 0.0054648777190324845 0.0018947747515487422
leaf_weight=70 71 64 52 1238 64 54 69 88 52 54 52 58 63 55 168 64
leaf_count=70 71 64 52 1238 64 54 69 88 52 54 52 58 63 55 168 64
internal_value=0 0.00433525 0.00414578 0.0043849 0.00499165 0.00247802 0.00322066 0.000241501 0.000557474 0.00534153 0.00511589 0.00924971 0.004765 0.00482651 0.00352586 -0.000136744
internal_weight=0 2265 2201 2085 1581 504 450 158 116 1465 1411 110 1301 292 223 116
internal_count=2336 2265 2201 2085 1581 504 450 158 116 1465 1411 110 1301 292 223 116
is_linear=0
shrinkage=0.16829


Tree=8206
num_leaves=24
num_cat=0
split_feature=4 4 0 13 133 16 16 1 0 0 4 1 4 403 0 133 133 0 13 0 50 402 16
split_gain=0.0862401 0.116037 0.102821 0.0790029 0.0749508 0.0721225 0.0676279 0.109004 0.167705 0.0784467 0.133118 0.0947739 0.170203 0.121861 0.0907921 0.0691783 0.065584 0.0594797 0.0890831 0.0612428 0.0481431 0.0417696 0.0238832
threshold=0.024315000000000003 0.053455000000000009 -0.13513499999999998 -0.10899499999999999 0.094055000000000014 -0.50476999999999983 0.52822500000000006 0.10471500000000002 -0.070064999999999975 -0.11208499999999998 -0.030434999999999993 0.081540000000000015 -0.0062699999999999987 -0.13252999999999998 -0.071969999999999992 -0.056924999999999996 -0.13668499999999997 -0.086034999999999986 -0.00038499999999999998 -0.099329999999999988 0.10352000000000001 -1.0000000180025095e-35 -0.014149999999999998
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 5 -4 17 -3 7 9 -9 10 -1 13 14 21 22 16 -15 19 -19 -5 -17 -11 -13
right_child=1 2 3 4 -6 -7 -8 8 -10 11 -12 12 -14 15 -16 20 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0055670710856541503 -0.0049607717894437041 0.0033554860607123392 -0.0048439878029220536 0.0041615264993757478 -0.0025711332188106733 0.011283263401779332 0.0093782190418142675 0.0044961119840785137 -0.0063050782048690579 0.0017662493063200909 -0.0056486848016080457 0.0046595748880781853 0.015858456938519495 0.0045189871042060192 0.0096917539056877045 0.0029799643716414948 0.010304427378027847 0.0098190906377148002 0.0011350892141916925 -0.0031688967168608424 0.0071571692335814412 -0.0043158148257352591 0.00075796141462391661
leaf_weight=62 66 84 54 71 76 54 65 92 73 68 58 168 52 132 101 553 98 74 62 59 92 60 62
leaf_count=62 66 84 54 71 76 54 65 92 73 68 58 168 52 132 101 553 98 74 62 59 92 60 62
internal_value=0 0.00168709 0.0025121 0.00112806 0.00207627 0.00647068 0.00403344 0.00382446 -0.000271708 0.00427443 0.000131151 0.00463186 0.00688955 0.00376796 0.00547511 0.00447784 0.0069919 0.00341086 0.00587342 0.000820822 0.00357857 -0.00107068 0.00361565
internal_weight=0 600 534 396 342 138 1736 1671 165 1506 120 1386 383 1003 331 875 230 266 136 130 645 128 230
internal_count=2336 600 534 396 342 138 1736 1671 165 1506 120 1386 383 1003 331 875 230 266 136 130 645 128 230
is_linear=0
shrinkage=0.16829


Tree=8207
num_leaves=22
num_cat=0
split_feature=40 1 10 4 0 15 51 1211 1 151 49 133 43 43 0 52 133 15 48 133 1
split_gain=0.0770752 0.0788903 0.152051 0.0927552 0.0718894 0.101432 0.0806033 0.0669972 0.0785132 0.0764614 0.083128 0.0761523 0.291609 0.117649 0.0733534 0.0697498 0.0667994 0.0554497 0.0451365 0.0277211 0.0216184
threshold=-0.096044999999999991 0.104035 -1.0000000180025095e-35 0.25472500000000003 0.014040000000000002 -0.019239999999999997 -0.04652499999999999 0.078255000000000005 0.07635500000000002 -0.083804999999999977 -0.069799999999999987 -0.056924999999999996 -0.0058249999999999994 0.056620000000000011 -0.07717499999999998 -0.0063349999999999995 -0.011534999999999998 0.086555000000000007 0.094925000000000023 -0.091869999999999993 0.11453000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 6 -4 8 11 -10 -11 17 14 -14 -13 -12 -9 19 20 -2 -8
right_child=1 2 4 -5 -6 -7 18 16 9 10 15 12 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0092760493027591109 0.0022067314044116018 -0.006514405889085419 -0.002290487224500959 -0.003632488746754153 0.0070671834707654981 -0.0049487737126396513 0.0086012684193003102 0.0028238263287142526 -0.0004137080859636728 0.012388504964756037 0.0025295291107465877 0.0024260211120958036 -0.010780633928743191 0 0.0063522998068681041 0.0069623626123015763 -0.0049038179614605947 0.0098033328862040092 0.00094637513512109655 0.0067680220638290109 0.0041145032004232113
leaf_weight=52 101 69 75 54 67 65 56 81 57 53 163 549 61 54 180 269 52 65 79 62 72
leaf_count=52 101 69 75 54 67 65 56 81 57 53 163 549 61 54 180 269 52 65 79 62 72
internal_value=0 0.00270825 0.000793436 0.00322078 0.00201575 0.00103522 0.00242088 0.00343364 0.00373286 0.00538744 0.00607293 0.00289463 0.00215396 -0.00571615 0.00339794 0.00529395 -0.000184 0.00562854 0.00413658 0.00395272 0.0060915
internal_weight=0 2284 483 1801 414 347 282 1747 1614 542 485 1072 844 115 729 432 133 228 207 163 128
internal_count=2336 2284 483 1801 414 347 282 1747 1614 542 485 1072 844 115 729 432 133 228 207 163 128
is_linear=0
shrinkage=0.16829


Tree=8208
num_leaves=30
num_cat=0
split_feature=1 9 1 3 2 2 1 52 47 51 15 3 15 15 2 15 160 3 12 15 51 3 483 3 52 12 12 3 3
split_gain=8.01585 0.969304 0.697951 0.576768 0.543584 0.412889 0.303605 0.27509 0.237748 0.167522 0.311089 0.231805 0.215873 0.15873 0.143607 0.132122 0.129963 0.117796 0.0918747 0.081326 0.0793193 0.059252 0.058895 0.0440221 0.0344414 0.0338519 0.0216215 0.0154554 0.00501086
threshold=0.104035 -1.0000000180025095e-35 0.12419000000000001 0.091170000000000015 0.10731 0.087910000000000016 0.094005000000000019 -0.037619999999999994 0.078875000000000015 -0.0010099999999999998 0.083885000000000015 -0.091869999999999993 -0.074959999999999985 -0.072469999999999993 0.084175000000000014 0.101705 0.080200000000000007 0.11372500000000001 0.083570000000000019 -0.092534999999999992 -0.084179999999999991 -0.095469999999999985 0.040035000000000008 -0.085969999999999977 -0.15201999999999996 0.097940000000000013 -0.06202499999999999 -0.07793499999999999 -0.073949999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 27 6 7 14 9 12 11 -11 -7 26 -1 23 -13 19 -9 -6 24 -20 -23 -12 -14 -17 -4 -3 -8
right_child=1 2 13 -5 17 8 28 18 -10 10 15 16 20 -15 -16 25 -18 -19 21 -21 -22 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00067212405908425004 -2.5331059624588915e-05 0.00075345639429264997 0.00024749792824764358 0.0006055702518865182 0.00037601462171044304 0.0010472890031376753 0.00071914834987166199 0.001068622880944932 0.0010137684801450491 0.0005134509368499245 0.00098184662545376341 0.00067984349559782674 0.00081563587279142571 0.000407343269412541 0.00089492724017827885 0.00081624283633714267 0.0008591636929084482 0.00028035210507314717 0.0010572477127680194 0.00055670505522123232 0.00091522052128420667 0.00092244070697919606 0.0010435226058183717 0.00085928067768143357 0.00069076079729336458 0.00069813691720675914 0.00015522787268725609 0.0006659335691638962 0.00078081647428116354
leaf_weight=59 57 56 54 103 53 57 58 83 58 68 58 143 57 60 73 60 67 52 53 60 54 452 54 96 53 61 64 58 55
leaf_count=59 57 56 54 103 53 57 58 83 58 68 58 143 57 60 73 60 67 52 53 60 54 452 54 96 53 61 64 58 55
internal_value=0 0.000379834 0.000430446 0.000846572 0.000533577 0.000860992 0.000910835 0.000934347 0.000807813 0.000792334 0.000761133 0.000682614 0.000870247 0.000268598 0.000795608 0.000840381 0.000737223 0.000411999 0.000962818 0.000472268 0.0008085 0.000947045 0.000935432 0.000905671 0.000755789 0.000756993 0.000197752 0.000709236 0.000749476
internal_weight=0 514 457 1822 279 1719 887 774 832 774 553 278 221 178 132 275 210 165 642 113 164 559 506 154 110 121 118 114 113
internal_count=2336 514 457 1822 279 1719 887 774 832 774 553 278 221 178 132 275 210 165 642 113 164 559 506 154 110 121 118 114 113
is_linear=0
shrinkage=0.0032998


Tree=8209
num_leaves=26
num_cat=0
split_feature=1 12 10 150 1 4 123 4 12 157 49 4 1 4 4 43 16 1 12 16 43 1 484 4 43
split_gain=3.9253 0.939261 0.528758 0.419381 0.418026 0.298668 0.17833 0.172971 0.139439 0.150223 0.131342 0.116669 0.108629 0.0814524 0.0763818 0.0748728 0.0743171 0.0536467 0.0494579 0.0531548 0.0682531 0.0480112 0.0479718 0.0434272 0.0341042
threshold=0.11684000000000001 0.081810000000000008 -0.0069899999999999988 0.083435000000000023 0.10538500000000002 0.03851000000000001 0.089155000000000012 0.30163500000000004 0.091475000000000015 -0.081634999999999985 0.089065000000000019 -0.00013999999999999996 0.080475000000000005 -0.088499999999999981 -0.075414999999999982 -0.00059999999999999995 -0.085059999999999983 0.09202500000000001 0.09283000000000001 -0.073494999999999991 -0.064499999999999988 0.096515000000000004 -0.077774999999999983 -0.0097949999999999982 -0.011584999999999998
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=1 3 -2 4 11 8 7 -4 9 23 15 14 18 -11 -1 -7 -5 -14 -10 -20 -21 -19 -15 -3 -24
right_child=2 5 6 16 -6 10 -8 -9 12 13 -12 -13 17 22 -16 -17 -18 21 19 20 -22 -23 24 -25 -26
leaf_value=0.00066723691889319144 -2.731364965230322e-05 0.00094225588771824464 0.00048989753903654705 0.0004541428791588058 0.00039811558051619446 0.00059836729841703147 0.0001773605720626044 0.00028209877148448062 0.0005599140771492552 0.00085519044620773561 0.000699162707949551 0.00075809822255470363 0.00084652251902462693 0.00065682969870354743 0.00051022354261116138 0.00043218335720114084 0.0002868653120425683 0.00064675445656631355 0.00073980097105657281 0.00070905354049513179 0.0005811302890003238 0.00077029494427167488 0.00076807647641506725 0.00081150195777606588 0.00071153878083019689
leaf_weight=100 54 53 89 64 82 76 60 88 55 65 88 102 53 94 55 52 56 64 93 89 105 91 282 76 250
leaf_count=100 54 53 89 64 82 76 60 88 55 65 88 102 53 94 55 52 56 64 93 89 105 91 282 76 250
internal_value=0 0.000676579 0.000266761 0.0005448 0.000604316 0.000714695 0.000333914 0.000386784 0.000732791 0.00076049 0.000599751 0.000669971 0.000691432 0.000740835 0.00061175 0.00053113 0.000376374 0.000752045 0.000654465 0.000672461 0.000639998 0.000719512 0.000728905 0.000865496 0.000741574
internal_weight=0 2045 291 459 339 1586 237 177 1370 820 216 257 550 691 155 128 120 208 342 287 194 155 626 129 532
internal_count=2336 2045 291 459 339 1586 237 177 1370 820 216 257 550 691 155 128 120 208 342 287 194 155 626 129 532
is_linear=0
shrinkage=0.0032998


Tree=8210
num_leaves=12
num_cat=0
split_feature=41 13 475 1429 1213 1212 0 393 11 3 51
split_gain=0.146332 0.138671 0.10692 0.254531 0.0896288 0.13415 0.0977233 0.0907356 0.089556 0.117683 0.0656702
threshold=0.077565000000000009 -0.13710499999999998 -0.085684999999999997 0.08103500000000001 -0.10156 -0.040879999999999993 0.12381500000000002 0.098330000000000015 0.077415000000000012 -0.10468499999999999 0.14743000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 8 9 -6 -11
right_child=1 -3 4 -5 6 -7 -8 -9 -10 10 -12
leaf_value=-0.00070270364968296926 0.0032044654074889216 -0.0085214433592742181 0.0038632089405992412 0.014023295212969987 -0.0029622509720900695 -0.0077625609403721612 -0.0025517480002950131 0.0099752623735458058 0.0092431597345717254 0.0036832945849050881 -0.002013522331223953
leaf_weight=56 56 58 61 81 84 52 75 62 72 1617 59
leaf_count=56 56 58 61 81 84 52 75 62 72 1617 59
internal_value=0 -0.00274559 0.00342839 0.0079908 0.00312731 -0.0014708 0.00339211 0.00362842 0.00341265 0.00317311 0.00348168
internal_weight=0 114 2219 137 2082 113 1969 1894 1832 1760 1676
internal_count=2333 114 2219 137 2082 113 1969 1894 1832 1760 1676
is_linear=0
shrinkage=0.16829


Tree=8211
num_leaves=20
num_cat=0
split_feature=49 43 13 1209 457 393 403 3 13 43 52 13 159 52 52 43 157 3 13
split_gain=0.117621 0.184801 0.178089 0.15071 0.0752865 0.0709722 0.0750792 0.0862942 0.113226 0.075264 0.0593589 0.0540645 0.0527122 0.046976 0.0358994 0.0517962 0.036694 0.0272251 0.018961
threshold=0.083250000000000005 -0.15318999999999997 0.066010000000000013 0.082105000000000011 -0.084684999999999996 0.09389500000000002 -0.021474999999999998 -0.23303499999999996 0.055020000000000006 0.0032700000000000003 0.084335000000000007 -0.042924999999999998 0.078675000000000009 -0.50149499999999991 -0.029869999999999997 -1.0000000180025095e-35 -0.0091799999999999989 -0.08397499999999998 0.25137500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 17 6 9 -8 -9 10 -6 -5 13 -2 -15 16 -16 -3 -4
right_child=12 3 18 11 5 -7 7 8 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20
leaf_value=-0.011100264839872049 0.0082197554751863681 0.0035763267449548 -0.0016240463587790402 0.011606669556570118 -0.0020310304401057492 0.0078125710002480055 0.0076985956830097979 0.0021870436636739318 -0.005051961732257115 -0.0062805158834000532 0.0035177224467372115 0.0046495065654870767 0.0084038419557268661 -0.00047899311050308654 0.0055107769592524832 0.0072601482118360688 -0.00017076409348395656 0.0089497457055258568 0.0028893535654514646
leaf_weight=56 63 54 52 63 120 53 74 1011 65 59 100 66 103 61 52 89 83 56 53
leaf_count=56 63 54 52 63 120 53 74 1011 65 59 100 66 103 61 52 89 83 56 53
internal_value=0 0.0020132 -0.00343434 0.00252386 0.00207405 0.00175707 0.00153123 0.00213254 0.00174807 -0.000940867 0.000482964 0.00806112 0.00504337 0.00404358 0.00311412 0.00410063 0.00200437 0.00632822 0.000637036
internal_weight=0 1882 161 1721 1592 1482 1429 1150 1076 279 220 129 451 348 285 224 135 110 105
internal_count=2333 1882 161 1721 1592 1482 1429 1150 1076 279 220 129 451 348 285 224 135 110 105
is_linear=0
shrinkage=0.16829


Tree=8212
num_leaves=11
num_cat=0
split_feature=48 9 14 15 41 475 1429 457 4 1453
split_gain=0.0814414 0.07583 0.0881504 0.113775 0.0788941 0.0569509 0.108266 0.0683197 0.0590677 0.0461892
threshold=0.13252500000000003 -1.0000000180025095e-35 -0.072219999999999993 -0.41880499999999993 0.077565000000000009 -0.085684999999999997 0.08103500000000001 0.083415000000000017 0.0041500000000000009 -0.057274999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 9 -9 -7
right_child=-2 2 3 4 -6 7 -8 8 -10 -11
leaf_value=-0.00329450487623435 -0.0043469285118616294 0.0075341678187411101 -0.0045568323047315423 0.00035395505093093989 -0.0023800905776277309 -0.0011626090809048809 0.010164817027550283 -0.0034861921903020041 0.0034638786603551192 0.0029651426645218477
leaf_weight=66 53 94 67 55 90 80 77 96 54 1601
leaf_count=66 53 94 67 55 90 80 77 96 54 1601
internal_value=0 0.00231499 0.00248302 0.00225821 0.0024815 0.00270531 0.00609057 0.00246027 -0.000972189 0.00276763
internal_weight=0 2280 2214 2120 2053 1963 132 1831 150 1681
internal_count=2333 2280 2214 2120 2053 1963 132 1831 150 1681
is_linear=0
shrinkage=0.16829


Tree=8213
num_leaves=17
num_cat=0
split_feature=0 43 4 14 48 52 43 484 484 52 52 52 482 155 160 43
split_gain=0.0833045 0.168575 0.140932 0.127003 0.085567 0.0700462 0.110031 0.0869903 0.102216 0.0966681 0.0740892 0.0756037 0.0722764 0.0559137 0.0312294 0.0311095
threshold=-0.023359999999999995 -0.085154999999999995 -0.14538499999999996 -0.072219999999999993 0.12230500000000001 -0.090619999999999992 -0.093419999999999989 -0.085759999999999989 -0.070034999999999986 -0.080064999999999983 -0.15337499999999996 -0.43163499999999994 0.089270000000000002 0.086670000000000011 -0.00067499999999999993 -0.080044999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 -1 5 6 -5 14 -9 -10 11 15 -11 -3 -7 -8
right_child=1 2 -4 4 -6 7 10 8 9 12 -12 -13 -14 -15 -16 -17
leaf_value=0.0083221374202496531 -0.0082147972222861888 0.0071955393855903348 -0.0046266740047889582 0.0099733708190501875 -0.0046500933322239863 0.0091103696325672886 2.6941367921416181e-05 -0.0044772976493330213 -0.0039258678813149104 0.0022379337705217056 0.0068642715300844806 -0.0046031496496267438 -0.00373310122117128 0.00025085895536263131 0.003412472693464333 0.005371776397619688
leaf_weight=91 68 86 72 75 55 53 57 83 84 1233 81 53 60 54 59 69
leaf_count=91 68 86 72 75 55 53 57 83 84 1233 81 53 60 54 59 69
internal_value=0 -0.000919884 0.00141152 0.00217027 0.00188402 0.00207342 0.00428604 0.00160075 0.00125247 0.00159914 0.00263855 0.00071632 0.00195947 0.00452971 0.00612484 0.00296813
internal_weight=0 280 212 2053 1962 1907 335 1572 1460 1377 260 179 1293 140 112 126
internal_count=2333 280 212 2053 1962 1907 335 1572 1460 1377 260 179 1293 140 112 126
is_linear=0
shrinkage=0.16829


Tree=8214
num_leaves=23
num_cat=0
split_feature=1 3 2 4 1 2 51 3 4 4 4 43 1 0 1211 43 133 3 42 3 1 2
split_gain=3.9791 0.572957 0.50483 0.597219 0.235944 0.175598 0.138769 0.136205 0.116321 0.156887 0.142896 0.0964351 0.0819671 0.106719 0.106258 0.0769887 0.0749485 0.176179 0.0803113 0.0589431 0.0471524 0.045166
threshold=0.11156000000000001 -0.044759999999999994 0.14307 -0.010739999999999998 0.10342000000000001 0.10124000000000001 -0.094874999999999987 -0.038414999999999998 -0.00013999999999999996 0.052250000000000012 -0.066099999999999978 -0.084964999999999985 0.092860000000000012 -0.14216999999999999 0.089055000000000009 -0.049914999999999994 -0.035819999999999991 -0.089964999999999976 0.088305000000000008 -0.072579999999999992 0.096515000000000004 0.11093500000000002
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 5 3 -2 6 12 -3 -5 10 -10 -8 -7 13 -1 16 -9 17 -15 -18 21 -14 -13
right_child=2 4 -4 7 -6 11 8 15 9 -11 -12 19 20 14 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00093827742748434193 0.00072944229885227752 0.00081755235048799847 0.00015500878691149627 0.00046735496539446127 0.00045828575500393031 0.0005725318663854491 0.00066837115990104224 0.00020888136754411524 0.00083339740885781278 0.00058629542415512402 0.00042074142140849672 0.00070260452650007922 0.00063622306093591603 0.00055216615279576648 0.00091567026900606801 0.00036306362680796442 0.00081308044336694417 0.00076919894897398903 0.00073876837686016514 0.00063498088659686108 0.00076065584306571896 0.00082636456788302251
leaf_weight=53 61 53 90 87 80 64 52 60 53 63 52 76 66 53 65 91 565 198 240 63 81 67
leaf_count=53 61 53 90 87 80 64 52 60 53 63 52 76 66 53 65 91 565 198 240 63 81 67
internal_value=0 0.000738094 0.000372286 0.000437569 0.000617308 0.000764871 0.000663779 0.000362613 0.000626574 0.000699499 0.000544895 0.000687096 0.000780741 0.000790191 0.000783158 0.000302032 0.000774969 0.000723512 0.000790969 0.000722518 0.000705028 0.000760836
internal_weight=0 1944 389 299 353 1591 273 238 220 116 104 270 1321 1174 1121 151 1056 251 805 206 147 143
internal_count=2333 1944 389 299 353 1591 273 238 220 116 104 270 1321 1174 1121 151 1056 251 805 206 147 143
is_linear=0
shrinkage=0.0032998


Tree=8215
num_leaves=20
num_cat=0
split_feature=9 15 133 133 1453 1213 1429 401 3 51 15 133 0 3 0 133 13 13 3
split_gain=0.129494 0.10491 0.118925 0.11418 0.132888 0.199114 0.160825 0.120291 0.115072 0.097089 0.066728 0.119343 0.0942324 0.111981 0.0473374 0.0306028 0.0280719 0.0251499 0.0193561
threshold=-0.013509999999999999 -0.087864999999999985 -0.41432999999999992 -0.015039999999999998 -0.064249999999999988 -0.082254999999999981 0.084665000000000004 0.091505000000000017 -0.090624999999999997 0.11893500000000001 -0.093464999999999979 0.008405000000000001 -0.071519999999999986 0.11924500000000002 -0.13972999999999997 -0.043354999999999998 -0.068549999999999986 -0.0073499999999999998 -0.080504999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 -3 7 -5 -6 9 8 -4 -7 12 -12 13 14 -2 -10 -8 18 -16
right_child=1 2 3 4 5 6 16 -9 15 -11 11 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.0091864926804960598 0.00036007259455953509 0.0089235583777842256 -0.0089834483468571157 -0.0041202377922084912 0.012053008941998046 0.0030602352231867205 -0.00057936311753209338 0.0042932562414831673 0.0014399580899952162 0.0089764900406985298 0.001700537963836402 -0.0082540573922805661 -0.0037411858435246826 -0.004346377982668766 0.005809768271147704 -0.003355245098536349 -0.0061511303330808436 0.0080718718115018601 0.0021919269084597873
leaf_weight=73 99 82 60 69 72 959 52 102 101 86 69 67 94 62 77 60 52 52 97
leaf_count=73 99 82 60 69 72 959 52 102 101 86 69 67 94 62 77 60 52 52 97
internal_value=0 0.00197974 0.00266374 0.00234439 0.00305309 0.00345993 0.0029199 -0.000480425 -0.00269179 0.00354884 9.7761e-05 -0.00319035 0.00103119 0.00219502 0.00344844 -0.000335915 -0.00338252 0.00479336 0.00380325
internal_weight=0 2312 1695 1613 1290 1221 1149 323 221 1045 617 136 481 387 325 161 104 226 174
internal_count=2385 2312 1695 1613 1290 1221 1149 323 221 1045 617 136 481 387 325 161 104 226 174
is_linear=0
shrinkage=0.16829


Tree=8216
num_leaves=9
num_cat=0
split_feature=1456 484 4 393 3 15 11 3
split_gain=0.138327 0.0955205 0.118756 0.0939961 0.110156 0.0889306 0.179918 0.0678243
threshold=-0.090954999999999994 0.096820000000000003 0.53076500000000015 0.084845000000000018 0.31343500000000007 -0.41880499999999993 0.088215000000000002 0.12991000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.0046347448551543012 -0.0036078833878815933 -0.0036561085249480004 0.009881445834729316 -0.0029148829680695769 -0.0046982474714397622 0.002306122739169783 0.01243507921849578 0.0083181730012888387
leaf_weight=90 64 79 57 101 61 1825 53 55
leaf_count=90 64 79 57 101 61 1825 53 55
internal_value=0 0.00208538 0.00229087 0.00208964 0.00233612 0.00255189 0.00275676 0.00248296
internal_weight=0 2295 2216 2159 2058 1997 1933 1880
internal_count=2385 2295 2216 2159 2058 1997 1933 1880
is_linear=0
shrinkage=0.16829


Tree=8217
num_leaves=13
num_cat=0
split_feature=10 9 1429 1455 1455 402 402 123 393 14 52 52
split_gain=0.0850153 0.0852923 0.0658645 0.0666383 0.123981 0.0752245 0.172505 0.0837684 0.0837675 0.0853314 0.0403287 0.0308203
threshold=0.058500000000000003 -0.013509999999999999 0.094035000000000021 0.083760000000000015 0.092240000000000016 0.023625000000000004 0.090075000000000002 0.084845000000000018 0.092175000000000021 0.054835000000000009 0.086065000000000016 -0.0092149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -7 8 9 -3 11 -8
right_child=-2 2 -4 4 -6 6 10 -9 -10 -11 -12 -13
leaf_value=0.0079460597519305353 -0.0050705056113391671 0.003073184796258544 -0.0042881733959515321 -0.0084163805850802128 0.0017960379354891645 -0.0067838744282744355 0.0039239878972517793 -0.0023424035799219779 -0.003051335195747839 -0.0037175551605740423 0.0060044989682751073 -0.0011850985959171744
leaf_weight=60 54 1553 54 52 95 89 52 103 71 54 55 93
leaf_count=60 54 1553 54 52 95 89 52 103 71 54 55 93
internal_value=0 0.00167615 0.0015097 0.00165173 -0.0018043 0.00189803 -0.000615528 0.00230691 0.00259337 0.00284388 0.0021204 0.000634735
internal_weight=0 2331 2271 2217 147 2070 289 1781 1678 1607 200 145
internal_count=2385 2331 2271 2217 147 2070 289 1781 1678 1607 200 145
is_linear=0
shrinkage=0.16829


Tree=8218
num_leaves=22
num_cat=0
split_feature=1 3 1 12 47 14 3 15 4 50 16 43 4 157 43 43 3 43 15 123 484
split_gain=5.13987 1.03975 0.613485 0.616903 0.553392 0.515358 0.388236 0.278726 0.27399 0.246948 0.188001 0.203327 0.177922 0.174981 0.164777 0.155858 0.141684 0.135398 0.106505 0.0866039 0.0775917
threshold=0.10915500000000002 -0.044759999999999994 0.095950000000000021 -1.0000000180025095e-35 0.087885000000000019 0.062655000000000016 0.31343500000000007 -0.077559999999999976 -0.21586499999999997 0.10954500000000002 -0.0074349999999999998 -0.116045 -0.47860499999999995 -0.080799999999999983 -0.00059999999999999995 -0.076484999999999984 -0.088714999999999988 -0.011154999999999998 -0.086599999999999996 0.081180000000000016 0.085815000000000016
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=2 4 5 -4 -2 9 7 19 -5 10 13 -12 -13 -1 17 -11 -16 -15 -10 -3 -14
right_child=1 6 3 8 -6 -7 -8 -9 18 15 11 12 20 14 16 -17 -18 -19 -20 -21 -22
leaf_value=0.00096459294297957594 0.00042323110739825775 0.00031563250432280025 0.00034029476101309937 0.00090735714939586527 0.0008549790249873044 0.001067687558986912 5.0648267199275591e-05 0.00048830842779181273 0.00050729843856243376 0.00074183678063024529 0.00055332502397074956 0.0009331157698518551 0.00074566329588562745 0.00079342353748558677 0.00056771913319530413 0.00052771558419540537 0.00075976206008062242 0.0009068355899760327 0.00069695608307772318 0.0001430661643215512 0.00060864510516026287
leaf_weight=70 87 62 71 52 52 64 86 68 54 77 68 52 293 475 52 75 256 159 88 67 57
leaf_count=70 87 62 71 52 52 64 86 68 54 77 68 52 293 475 52 75 256 159 88 67 57
internal_value=0 0.000351117 0.000752703 0.000604436 0.000585002 0.000775822 0.000236117 0.000316904 0.000700924 0.000764368 0.000777468 0.000722183 0.000750658 0.000803109 0.000791071 0.000636417 0.000727454 0.000821922 0.000625081 0.000226278 0.00072345
internal_weight=0 422 1963 265 139 1698 283 197 194 1634 1482 470 402 1012 942 152 308 634 142 129 350
internal_count=2385 422 1963 265 139 1698 283 197 194 1634 1482 470 402 1012 942 152 308 634 142 129 350
is_linear=0
shrinkage=0.0032998


Tree=8219
num_leaves=22
num_cat=0
split_feature=4 3 12 4 3 0 49 0 0 43 3 4 0 48 123 4 52 0 0 13 43
split_gain=9.8519 4.30227 2.61817 0.648347 1.26827 0.515938 0.334218 0.354476 0.324167 0.304109 0.281837 0.254541 0.226833 0.222835 0.199883 0.174632 0.154726 0.0945466 0.0866935 0.0549022 0.0373971
threshold=0.30163500000000004 0.20828500000000003 -0.007389999999999999 -0.066099999999999978 0.092330000000000009 -0.076209999999999986 -0.053904999999999988 -0.10803999999999998 -0.096594999999999986 -0.031974999999999996 0.13524500000000003 -0.50665499999999986 0.057400000000000007 0.087470000000000006 0.086120000000000016 -0.011809999999999999 0.08321000000000002 -0.065064999999999998 -0.10075499999999998 -0.08205999999999998 -0.067799999999999985
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 2 9 8 5 6 19 -8 -4 13 14 -10 16 -1 18 20 -13 -17 -2 -5 -7
right_child=10 -3 3 4 -6 15 7 -9 11 -11 -12 12 -14 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.00071700305188075102 0.00057398344611581586 0.00019548245612580748 0.0013764927862600996 0.0010168258011784314 0.00053874136742461441 0.0010785550971226607 0.001366702372143288 0.0011132851615662548 0.0013425028092814838 0.000893070763448383 0.00016030632736238956 0.0010867484217130967 0.00093483603384412084 0.00044105845001913722 0.00024404898680526903 0.00092523971967854778 0.0011878118479768476 0.00073239890853107306 0.00040756840169211807 0.00086178970720035802 0.00095195613635447817
leaf_weight=77 62 65 71 59 53 67 70 497 65 56 63 317 65 56 55 67 380 52 82 52 54
leaf_count=77 62 65 71 59 53 67 70 497 65 56 63 317 65 56 55 67 380 52 82 52 54
internal_value=0 0.001032 0.0010584 0.00109586 0.00103641 0.00106511 0.00111192 0.00114463 0.0011601 0.000687783 0.00035357 0.00114148 0.00112428 0.000601081 0.000414577 0.00093271 0.0011419 0.000841269 0.000479464 0.000944514 0.00102235
internal_weight=0 2123 2058 1869 971 918 678 567 898 189 262 827 762 133 199 240 697 119 144 111 121
internal_count=2385 2123 2058 1869 971 918 678 567 898 189 262 827 762 133 199 240 697 119 144 111 121
is_linear=0
shrinkage=0.0032998


Tree=8220
num_leaves=24
num_cat=0
split_feature=1 52 12 1 12 150 12 12 160 159 1 11 51 52 1 1212 4 157 4 160 12 403 403
split_gain=6.5187 0.989531 0.47161 0.453807 0.338815 0.337015 0.332611 0.230193 0.19342 0.180124 0.256218 0.16573 0.149293 0.149715 0.13291 0.115802 0.0768266 0.0708644 0.0655013 0.0750157 0.0586441 0.047501 0.0450546
threshold=0.10752500000000002 -0.24264499999999997 1.0000000180025095e-35 0.13662500000000002 0.088335000000000011 0.083435000000000023 0.08870500000000002 0.11769500000000001 -0.42430999999999991 0.083310000000000009 0.11634000000000001 0.081790000000000015 -0.10101999999999998 -0.069694999999999993 0.088080000000000006 0.091315000000000021 0.50373500000000015 -0.082934999999999995 0.053455000000000009 -0.42559499999999995 -0.024179999999999997 -0.092059999999999989 -0.0044549999999999998
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 -2 5 4 9 12 8 11 -4 10 -3 15 -1 -14 17 18 -5 -10 19 -8 -15 -19 -23
right_child=1 3 6 16 -6 -7 7 -9 14 -11 -12 -13 13 20 -16 -17 -18 21 -20 -21 -22 22 -24
leaf_value=0.0011291913912668669 0.0010215742983468294 0.00078413299462409207 0.0013027435085853963 0.00047480568580490193 0.00080248696765076804 0.00073693507592728028 0.00092558240971520988 0.00080749721059724311 0.0012085261516147359 0.000407550732415628 0.00049205453620932728 0.0012081113437456921 0.00078399677671237044 0.00091188204376122016 0.00093921254939836538 0.00091170713766744525 0.00031270478614748822 0.0010297563462446052 0.00095101886334762373 0.0010630045684343148 0.0010651948469585931 0.0011749479279576998 0.0010922331829534282
leaf_weight=61 55 59 58 62 83 81 52 54 83 66 76 57 52 53 54 99 70 99 93 508 70 117 288
leaf_count=61 55 59 58 62 83 81 52 54 83 66 76 57 52 53 54 99 70 99 93 508 70 117 288
internal_value=0 0.000604862 0.00103921 0.000549683 0.000624192 0.000922317 0.0010629 0.0010191 0.00111694 0.000550392 0.000619965 0.00103318 0.000985795 0.00093561 0.00110007 0.00101988 0.00038911 0.00111481 0.00103622 0.00105031 0.00099942 0.0010993 0.00111622
internal_weight=0 471 1879 416 284 317 1562 863 699 201 135 809 236 175 641 752 132 587 653 560 123 504 405
internal_count=2350 471 1879 416 284 317 1562 863 699 201 135 809 236 175 641 752 132 587 653 560 123 504 405
is_linear=0
shrinkage=0.0032998


Tree=8221
num_leaves=19
num_cat=0
split_feature=2 15 40 40 15 14 124 457 1212 159 2 1446 159 15 2 2 403 15
split_gain=3.53387 1.43569 0.694056 0.668973 0.513109 0.393656 0.273155 0.23355 0.192901 0.170241 0.167448 0.113753 0.117303 0.102241 0.152872 0.0789128 0.0787314 0.0627358
threshold=0.10774000000000002 -0.2987999999999999 -0.026419999999999996 -0.065259999999999999 -0.083359999999999976 0.062655000000000016 -0.083859999999999976 0.083415000000000017 0.090080000000000007 0.087395000000000014 0.089165000000000008 0.083715000000000026 0.085545000000000024 -0.052259999999999994 0.11982500000000001 0.13880500000000004 -0.084094999999999989 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 6 9 7 -3 8 11 -4 -9 12 -5 -6 -15 -2 -10 -13
right_child=2 3 4 5 13 -7 -8 10 16 -11 -12 17 -14 14 -16 -17 -18 -19
leaf_value=0.00029493734551133764 0.00031898171202893622 0.00036420903838328239 0.00044785183609162002 0.00078810049560371661 0.0007055588217047237 0.0010508523460658215 0.0006982391824769601 0.00076192058075525457 0.00057632072853773227 0.00021608463233963 0.00050088297877488896 0.00082676362306148153 0.00088941558027569691 0.000645778347460097 0.00044147275556527825 0.00014432886863252162 0.00074283288321986445 0.00098276330473550159
leaf_weight=69 55 55 103 1064 85 65 53 58 53 53 52 59 148 100 69 60 85 64
leaf_count=69 55 55 103 1064 85 65 53 58 53 53 52 59 148 100 69 60 85 64
internal_value=0 0.000762659 0.000455254 0.000781018 0.000518864 0.000797548 0.000528457 0.000787124 0.000798174 0.000369336 0.000638841 0.000810452 0.000800501 0.000610561 0.000562572 0.000228165 0.000679138 0.000908221
internal_weight=0 1825 525 1756 410 1648 108 1583 1473 156 110 1335 1212 254 169 115 138 123
internal_count=2350 1825 525 1756 410 1648 108 1583 1473 156 110 1335 1212 254 169 115 138 123
is_linear=0
shrinkage=0.0032998


Tree=8222
num_leaves=15
num_cat=0
split_feature=4 3 12 12 4 150 0 49 12 4 12 12 16 12
split_gain=8.15092 2.82544 1.44232 0.767593 0.555327 0.470252 0.68095 0.320229 0.313762 0.236905 0.250699 0.133505 0.12716 0.0907857
threshold=0.36766000000000004 0.30112000000000005 -0.016554999999999997 0.12701500000000002 -0.0047649999999999993 0.083680000000000018 -0.14989499999999997 -0.07107999999999999 -0.042789999999999988 -0.080429999999999988 0.083885000000000015 -0.094119999999999995 -0.51433499999999988 0.083220000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 -4 -7 11 13 -11 -2 -10 -8
right_child=8 -3 3 -5 -6 7 9 -9 12 10 -12 -13 -14 -15
leaf_value=0.0004604265376079524 0.00026299482403507765 0.00016784306265292569 0.0012490001856985645 0.00056845989331767558 0.00082636648399334251 0.00091831346772817415 0.00092268617363154624 0.00061604182164706235 0.00051320757087082545 0.00076507576123650909 0.00095090178479124521 3.5317006997912823e-05 0.00030662232480620384 0.0010396182390241
leaf_weight=90 57 55 99 55 92 94 93 66 53 89 896 56 88 467
leaf_count=90 57 55 99 55 92 94 93 66 53 89 896 56 88 467
internal_value=0 0.000906658 0.00092655 0.000954037 0.000645601 0.000965773 0.000982484 0.000793847 0.000280539 0.000965383 0.000934147 0.000150475 0.000384525 0.00102026
internal_weight=0 2096 2041 1859 182 1804 1644 160 254 1545 985 113 141 560
internal_count=2350 2096 2041 1859 182 1804 1644 160 254 1545 985 113 141 560
is_linear=0
shrinkage=0.0032998


Tree=8223
num_leaves=18
num_cat=0
split_feature=2 1212 16 16 15 11 484 43 13 484 15 0 15 2 43 13 13
split_gain=0.171262 0.157777 0.135612 0.125694 0.134677 0.16391 0.110329 0.0768114 0.101763 0.0753706 0.0876223 0.117697 0.0886158 0.102207 0.0641016 0.0450823 0.0327149
threshold=0.10774000000000002 0.091315000000000021 -0.082264999999999991 -0.52374999999999983 -0.41971499999999995 0.079915000000000014 0.10282500000000001 -0.093419999999999989 0.0043500000000000006 0.090255000000000016 -0.0087849999999999977 -0.055879999999999992 -0.083359999999999976 0.14794000000000004 -0.084964999999999985 -0.011984999999999997 -0.0018299999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 8 -6 10 12 -12 13 16 -9 -14 -2
right_child=9 2 -4 4 5 -7 -8 14 -10 -11 11 -13 15 -15 -16 -17 -18
leaf_value=0.014106416749213141 -0.0025993718380503119 0.0062800320207849064 -0.0047215394937218502 -0.0024092594065797503 0.012839799555754183 0.014266901308336971 0.01170290830657462 0.0017802965273367936 0.0050766335777553528 -0.0038752348980653183 -0.0062572928597920581 0.0034042175336471353 0.0051656527838965264 0.0080968556721200784 0.0053233772141992718 0.011599347164091825 0.0026861752172197884
leaf_weight=53 81 55 75 55 85 66 82 169 112 53 61 86 80 56 1073 52 56
leaf_count=53 81 55 75 55 85 66 82 169 112 53 61 86 80 56 1073 52 56
internal_value=0 0.00558327 -5.32085e-05 0.00601663 0.00575442 0.00603847 0.00568024 0.0053358 0.00843534 0.00212799 0.00280589 -0.000592759 0.00434865 0.00203783 0.00484271 0.00771375 -0.000425742
internal_weight=0 1825 130 1695 1642 1587 1521 1439 197 525 472 147 325 193 1242 132 137
internal_count=2350 1825 130 1695 1642 1587 1521 1439 197 525 472 147 325 193 1242 132 137
is_linear=0
shrinkage=0.16829


Tree=8224
num_leaves=14
num_cat=0
split_feature=16 15 14 457 14 13 15 133 13 15 133 13 1
split_gain=0.110793 0.132137 0.100648 0.0904617 0.0730846 0.0545669 0.086851 0.125254 0.0742956 0.132769 0.077314 0.0516787 0.0402746
threshold=-0.54057999999999995 -0.37478999999999996 -0.072219999999999993 0.10259500000000001 0.062655000000000016 -0.091769999999999977 -1.0000000180025095e-35 -0.0059799999999999992 -0.08533499999999998 0.085915000000000019 -0.035819999999999991 -0.074219999999999994 0.093170000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 -3 4 5 6 12 -8 9 -7 -10 -2 -4
right_child=1 2 3 -5 -6 8 7 -9 10 -11 -12 -13 -14
leaf_value=0.010516963682500486 0.0024449578867468489 0.011500838915300409 0.0079586107080332046 -0.0026070775318002529 0.010187763272286446 0.0045405102415884734 0.0033620899143467112 -0.0075956212482224637 0.0012879825265787548 0.013399356013205556 0.0044592829186997337 -0.0032806865622963918 0.0015175550810173502
leaf_weight=72 84 52 59 57 56 166 65 54 268 68 1201 95 53
leaf_count=72 84 52 59 57 56 166 65 54 268 68 1201 95 53
internal_value=0 0.00379652 0.00417092 0.00398384 0.00417352 0.00399845 0.00155912 -0.00159522 0.00432827 0.00712255 0.00388194 -0.000583755 0.00492665
internal_weight=0 2278 2099 2047 1990 1934 231 119 1703 234 1469 179 112
internal_count=2350 2278 2099 2047 1990 1934 231 119 1703 234 1469 179 112
is_linear=0
shrinkage=0.16829


Tree=8225
num_leaves=11
num_cat=0
split_feature=41 31 160 1456 1453 1 48 1456 51 394
split_gain=0.0916681 0.0838756 0.0678951 0.0617785 0.0664207 0.0763114 0.0760284 0.0743284 0.0624111 0.0391123
threshold=0.088820000000000024 -0.019269999999999999 -0.54973499999999997 -0.15308499999999997 -0.077764999999999987 0.089710000000000026 -0.065224999999999991 -0.045159999999999999 0.10446500000000002 0.0041850000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 -7 -6 -8 -9
right_child=-2 2 3 4 5 6 8 9 -10 -11
leaf_value=-0.0027749050040911621 0.0099442057433975616 -0.0025511082532013686 -0.0018621860925853661 0.0095230200469564995 -0.0017315735793787244 0.0082988165600031832 0.0011605277598490209 0.0044222030785424013 0.0062827866292410059 0.0091726999055543636
leaf_weight=63 60 52 57 55 54 54 612 1189 76 52
leaf_count=63 60 52 57 55 54 54 612 1189 76 52
internal_value=0 0.00326382 0.00343748 0.00358323 0.00373246 0.00357523 0.00220952 0.00435635 0.00172897 0.0046227
internal_weight=0 2264 2201 2149 2092 2037 742 1295 688 1241
internal_count=2324 2264 2201 2149 2092 2037 742 1295 688 1241
is_linear=0
shrinkage=0.16829


Tree=8226
num_leaves=22
num_cat=0
split_feature=15 40 12 151 12 49 0 14 52 15 41 12 133 12 12 12 42 42 52 151 15
split_gain=4.90133 1.42429 0.71361 0.415334 0.350878 0.263247 0.213699 0.26386 0.167788 0.131895 0.116294 0.167525 0.0912029 0.0990838 0.0783885 0.124742 0.0744646 0.0970419 0.0681627 0.0587096 0.0306927
threshold=-0.24269999999999997 -0.026419999999999996 0.054520000000000006 -1.0000000180025095e-35 0.092495000000000008 -0.0086549999999999978 -0.10417499999999999 -0.41790499999999997 -0.046924999999999988 -0.077134999999999995 0.075585000000000013 0.091680000000000011 -0.40868999999999994 0.11685000000000002 0.08870500000000002 0.089125000000000024 -0.017139999999999999 0.091475000000000015 0.074235000000000009 -0.0060399999999999994 -0.042294999999999992
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=6 5 3 9 10 -2 -1 -8 -5 -3 11 14 -6 16 19 -16 20 -18 -10 -4 -14
right_child=1 2 4 8 12 -7 7 -9 18 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22
leaf_value=0.00040833943307575817 0.00036704547416308313 0.00038266670906922959 0.00081547341256785622 0.0006456521157727277 0.0009079598953699601 0.00063306140071375707 0.0003501480379629867 5.2875216789471152e-05 0.00092045379448908564 0.00061613618700145022 0.0010237209168131197 0.0010470380848172137 0.00077072237444007839 0.00062024708090402598 0.00065724821439721508 0.00084107765904235159 0.00065520746115404821 0.00078173991532725132 0.00075034796870991551 0.00089243376605381911 0.00087497851649371834
leaf_weight=57 89 55 154 91 53 76 53 85 58 53 56 54 57 52 52 215 95 256 53 511 99
leaf_count=57 89 55 154 91 53 76 53 85 58 53 56 54 57 52 52 215 95 256 53 511 99
internal_value=0 0.00078479 0.000809556 0.000663716 0.000836868 0.000489788 0.000237939 0.0001673 0.000752374 0.000497566 0.000873963 0.000865422 0.000773652 0.000760855 0.000854861 0.000805408 0.000775207 0.000747594 0.00083955 0.000874664 0.000837111
internal_weight=0 2129 1964 310 1654 165 195 138 202 108 1042 986 612 559 932 267 507 351 111 665 156
internal_count=2324 2129 1964 310 1654 165 195 138 202 108 1042 986 612 559 932 267 507 351 111 665 156
is_linear=0
shrinkage=0.0032998


Tree=8227
num_leaves=21
num_cat=0
split_feature=4 133 42 4 4 0 0 0 130 4 4 160 40 42 12 160 400 130 4 4
split_gain=0.0999503 0.110286 0.101805 0.0897143 0.0724084 0.0902181 0.0884449 0.0692313 0.0669207 0.0676721 0.0632466 0.0784926 0.0591572 0.0567987 0.0557519 0.139426 0.0656599 0.0519674 0.0534888 0.0123593
threshold=0.036620000000000007 -0.088154999999999983 -0.086219999999999977 0.06707500000000001 0.0066850000000000008 -0.10147999999999999 -0.14733499999999997 -0.080474999999999977 -0.076894999999999977 -0.51003499999999991 0.51400500000000016 -0.013514999999999998 -0.045684999999999996 0.08512500000000002 0.083715000000000026 0.082870000000000013 -0.077004999999999976 0.087820000000000023 -0.08397499999999998 0.41181500000000004
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 -2 17 7 5 6 -4 -3 -7 -10 11 -5 -13 19 15 -11 -16 18 -1 -14
right_child=1 3 4 10 -6 8 -8 -9 9 14 -12 12 13 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0064907772443840387 0.0071822034182985103 -0.0074499335251056627 0.0029666550768956339 0.0080739169831273196 0.009273270918060383 0.0096673925779391032 -0.0054365175013801493 0.00075687155070422603 -0.0023797187626019281 0.0093856397294729381 -0.0028417876492688094 -0.0035825422309530811 0.0060589322253206818 -0.001463516379239067 0.0083131428739163724 -0.00088357092131042885 0.0028799257339343462 0.004172444790818507 0.013014294241623025 0.002738988152421361
leaf_weight=88 83 61 81 64 60 52 63 55 53 131 68 52 80 61 68 52 935 98 62 57
leaf_count=88 83 61 81 64 60 52 63 55 53 131 68 52 80 61 68 52 935 98 62 57
internal_value=0 0.00150097 0.00405527 0.000550491 0.00352907 0.00328765 -0.000697257 -0.00354329 0.00373352 0.00348303 0.00179833 0.00280892 0.00145389 0.00278567 0.00374654 0.0064578 0.00325007 0.00722003 0.00919914 0.00469076
internal_weight=0 581 1743 498 1495 1435 144 116 1291 1239 382 314 250 198 1186 183 1003 248 150 137
internal_count=2324 581 1743 498 1495 1435 144 116 1291 1239 382 314 250 198 1186 183 1003 248 150 137
is_linear=0
shrinkage=0.16829


Tree=8228
num_leaves=26
num_cat=0
split_feature=4 3 1 1 150 15 4 2 16 124 1 1 0 15 2 133 4 15 48 1213 4 43 3 0 0
split_gain=12.9797 3.30403 1.8837 0.449678 0.416795 0.40114 0.345875 0.305796 0.225306 0.209502 0.232346 0.182182 0.292985 0.164657 0.159225 0.134084 0.0823416 0.0793592 0.0726237 0.0956397 0.065062 0.109796 0.0482643 0.0376827 0.0174195
threshold=0.30163500000000004 -0.064294999999999977 0.10508500000000001 0.11378500000000001 0.084680000000000019 -0.42759999999999992 0.036620000000000007 0.10981000000000002 -0.13644999999999999 -0.043384999999999993 0.079415000000000013 0.089710000000000026 -0.098524999999999988 -0.031659999999999994 0.086915000000000006 0.087195000000000009 -0.087839999999999988 -0.032264999999999995 0.090720000000000009 0.082375000000000018 -0.081079999999999985 -0.041094999999999993 -0.087414999999999979 -0.078084999999999988 -0.080034999999999981
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=1 6 9 -2 7 24 11 -4 -8 -3 17 12 -1 -12 16 -10 -14 -11 19 -16 -13 23 -18 -22 -5
right_child=3 2 4 5 -6 -7 8 -9 15 10 13 20 14 -15 18 -17 22 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0011571289378901077 0.00022080956739010938 0.00055673348726630869 0.00058514306085398515 0 8.6329088065334586e-05 -0.00027876389852845294 0.00086534460607640498 0.00023367332947244452 0.00075754149763175333 0.00074186138566025592 0.00072380359523494583 0.00089498044872605141 0.00082371439877185649 0.0009571369020703914 0.00086308329463698761 0.00051808488156153225 0.0010269777370700275 0.00055907242405664232 0.00076123814237967599 0.0010126263625238794 0.00078403636127659512 0.0006853613488030355 0.00094115430225292205 0.00091724959521587721 8.5457622552771614e-05
leaf_weight=52 73 70 57 52 67 71 92 52 53 53 61 84 55 77 479 52 111 56 70 55 53 80 294 53 52
leaf_count=52 73 70 57 52 67 71 92 52 53 53 61 84 55 77 479 52 111 56 70 55 53 80 294 53 52
internal_value=0 0.000801985 0.000565891 3.11705e-06 0.000291811 -8.74905e-05 0.000875491 0.000417793 0.000745037 0.000717951 0.000763498 0.000894008 0.000912884 0.000854252 0.000900914 0.000639289 0.000947975 0.000648275 0.000865014 0.000878552 0.000815856 0.000779933 0.000964763 0.000850975 4.27516e-05
internal_weight=0 2076 493 248 176 175 1583 109 197 317 247 1386 1116 138 1064 105 460 109 604 534 270 186 405 106 104
internal_count=2324 2076 493 248 176 175 1583 109 197 317 247 1386 1116 138 1064 105 460 109 604 534 270 186 405 106 104
is_linear=0
shrinkage=0.0032998


Tree=8229
num_leaves=26
num_cat=0
split_feature=4 12 13 12 51 4 16 4 12 1456 4 12 16 12 11 0 16 42 12 0 42 130 42 13 481
split_gain=7.33331 1.87301 1.3975 0.535224 0.412137 0.517292 0.357508 0.322922 0.231318 0.192006 0.177042 0.151581 0.14291 0.133746 0.128767 0.159905 0.178286 0.118451 0.11043 0.0940567 0.0939178 0.0913095 0.0846885 0.0662856 0.0472271
threshold=0.30163500000000004 0.077755000000000005 -0.00038499999999999998 0.092495000000000008 0.082455000000000014 -0.0018749999999999997 -0.11118499999999999 -0.050564999999999992 0.11769500000000001 -0.14739999999999998 0.0036400000000000004 0.091680000000000011 -0.53870999999999991 0.088125000000000023 0.082245000000000013 -0.094709999999999989 0.21684500000000004 0.085315000000000016 -1.0000000180025095e-35 -0.083154999999999993 0.093045000000000003 0.085620000000000016 0.11361000000000002 -0.081849999999999992 -0.086354999999999987
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=1 2 4 9 5 -1 12 -4 14 -3 -9 13 -2 21 15 -5 22 19 -14 -15 -18 24 -17 -19 -11
right_child=6 3 7 8 -6 -7 -8 10 -10 11 -12 -13 18 17 -16 16 20 23 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00047722338571502804 0.00057774645194802487 0.00086253330438484368 0.0010999739832287169 0.00077034984669836239 0.00034649631779744007 0.00089842263642222076 0.00013970601330088399 0.00069802768736096604 0.00077524857688115979 0.00097711367708296104 0.00094769164151793748 0.0012474250336840891 0.00047296868892848266 0.0011828296067590053 0.0011235511647742491 0.0010373082458763326 0.00075032372448719669 0.0010045848211276522 0.00028141614097482203 0.0010063950130043734 0.00094475146861501601 0.0012249418368247193 0.00090554446356611344 0.00087161860356859506 0.0010891523294483474
leaf_weight=70 55 52 90 52 65 59 59 56 84 52 74 53 66 60 52 252 54 108 68 86 61 55 74 76 491
leaf_count=70 55 52 90 52 65 59 59 56 84 52 74 53 66 60 52 252 54 108 68 86 61 55 74 76 491
internal_value=0 0.00096543 0.000766491 0.00101496 0.000561883 0.000670138 0.000364825 0.000946758 0.000938592 0.00106143 0.000840415 0.00107194 0.000434914 0.00106188 0.000963703 0.000946772 0.000967494 0.00100716 0.000376026 0.00107914 0.000853761 0.00109202 0.00100751 0.000949855 0.00107849
internal_weight=0 2076 414 1662 194 129 248 220 629 1033 130 981 189 928 545 493 441 330 134 146 115 598 326 184 543
internal_count=2324 2076 414 1662 194 129 248 220 629 1033 130 981 189 928 545 493 441 330 134 146 115 598 326 184 543
is_linear=0
shrinkage=0.0032998


Tree=8230
num_leaves=30
num_cat=0
split_feature=1 52 1 47 2 4 2 52 1 4 52 150 52 2 1 42 16 42 16 2 483 402 130 16 43 12 16 16 12
split_gain=9.60726 1.6996 1.04915 0.57008 0.542382 0.368168 0.266557 0.257965 0.371374 0.728946 0.225323 0.217158 0.18494 0.167084 0.144701 0.138211 0.134619 0.131524 0.128484 0.124911 0.123878 0.120398 0.136535 0.11973 0.0951303 0.160081 0.08664 0.0821608 0.010203
threshold=0.10574000000000001 -0.29521499999999995 0.14787500000000001 1.0000000180025095e-35 0.090000000000000011 -0.082869999999999985 1.0000000180025095e-35 0.49868000000000007 0.089710000000000026 -0.16270999999999997 -0.11333999999999998 0.102565 0.0060650000000000009 0.10859000000000001 0.13554500000000003 0.098515000000000019 0.00088000000000000003 0.082755000000000009 0.26676500000000009 0.113945 0.088610000000000008 -0.06482499999999998 -0.0070449999999999992 -0.053214999999999991 -0.068859999999999991 0.083865000000000009 -0.026164999999999997 -0.077074999999999991 0.10544500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 5 21 -5 8 10 -10 18 15 14 16 17 20 23 19 -6 -3 24 -1 -23 -12 25 -7 -26 -24 -15
right_child=1 2 -4 6 7 11 -8 -9 9 -11 13 -13 -14 28 -16 -17 -18 -19 -20 -21 -22 22 27 -25 26 -27 -28 -29 -30
leaf_value=0.0010895358726622302 0.0010926982837031359 0.00030745459728235538 8.1693466395925209e-05 0.00093864482146563735 0.0012609284986162012 0.00092249175060895824 0.00060456443545910186 0.0012181027230721974 0.0011199994710207476 0.0006078504391887617 0.0010419572592419877 0.00090872138772054949 0.00063265253220441968 0.00083386578070690368 0.00028631668619571933 0.00096422166371694699 0.0011805283288980424 0.00062352399561771236 0.0010606274738130929 0.00053435942905313101 0.00098283279514150309 0.0011357950807680973 0.0012317193185653775 0.00088008385845197512 0.0011460883293663176 0.001131851209980208 0.0012769090318722417 0.0013790661699148057 0.00091537438041413872
leaf_weight=61 60 55 57 52 62 52 54 64 54 70 193 67 70 52 54 69 56 52 91 53 65 75 88 72 249 206 79 94 52
leaf_count=61 60 55 57 52 62 52 54 64 54 70 193 67 70 52 54 69 56 52 91 53 65 75 88 72 249 206 79 94 52
internal_value=0 0.000570725 0.000500582 0.000561714 0.00108299 0.00113005 0.000768785 0.00101506 0.000996496 0.000831167 0.0010319 0.00109135 0.000484303 0.000992176 0.000435613 0.0011083 0.00103004 0.00048578 0.00114203 0.000419132 0.00112351 0.00122571 0.00125789 0.00099811 0.00113906 0.00108979 0.0011777 0.00130802 0.000874959
internal_weight=0 507 447 390 1871 1105 106 766 702 124 578 787 284 425 214 720 321 160 153 108 651 318 257 265 586 258 328 182 104
internal_count=2378 507 447 390 1871 1105 106 766 702 124 578 787 284 425 214 720 321 160 153 108 651 318 257 265 586 258 328 182 104
is_linear=0
shrinkage=0.0032998


Tree=8231
num_leaves=23
num_cat=0
split_feature=4 15 11 11 51 15 4 4 12 484 403 16 16 49 131 16 133 42 43 15 49 42
split_gain=0.245525 0.229431 0.0839267 0.0995261 0.0877003 0.220779 0.0879089 0.0993535 0.177385 0.0719584 0.0635001 0.0551982 0.0590434 0.0525809 0.0524632 0.049304 0.0419874 0.087863 0.0392192 0.0382695 0.0257438 0.0238798
threshold=0.30163500000000004 -0.41309499999999993 1.0000000180025095e-35 0.082485000000000017 -0.088764999999999983 -0.0073899999999999999 -0.082869999999999985 -0.018719999999999997 0.084290000000000018 0.086935000000000012 -0.11201999999999999 -0.11364999999999999 -0.0021749999999999994 0.11447000000000002 0.091760000000000022 0.0063750000000000013 0.0035300000000000006 -0.0079449999999999989 -0.042649999999999993 -0.4680149999999999 0.0016050000000000003 -0.07793499999999999
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 19 4 -4 5 13 10 8 -8 11 -6 20 -13 15 18 -1 17 21 -10 -2 -9 -12
right_child=1 -3 3 -5 6 -7 7 9 14 -11 16 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0025640231159341433 0.0055859402885520756 -0.0069814340540062143 0.014844576027915618 0.005700643784310306 0.012208580749909432 -0.0058469092506061617 -0.0056046920495024426 0.0062102683055795666 0.0067058622652384041 0.01062596285210995 0.0062602222942073852 0.0031657234238329987 0.0076843164066681593 0.00032029558755300864 -0.00098585377779088559 0.0090410694756770469 0.010174595506390943 0.0013898668217314058 0.0033996662703237551 0.00044148170741743211 0.010330534256268899 0.010918986628057918
leaf_weight=55 94 96 52 99 67 75 62 133 153 80 84 352 108 53 55 88 67 95 316 74 67 53
leaf_count=55 94 96 52 99 67 75 62 133 153 80 84 352 108 53 55 88 67 95 316 74 67 53
internal_value=0 -0.000412411 0.0050246 0.00886145 0.00472855 0.00190734 0.00517935 0.00453861 0.00289553 0.00583732 0.0074958 0.00525415 0.00423052 0.0048837 0.00390471 0.00656246 0.00643375 0.00534567 0.00448206 0.00333062 0.00759954 0.00807563
internal_weight=0 264 2114 151 1963 271 1692 1326 586 740 366 660 460 196 524 143 299 232 469 168 200 137
internal_count=2378 264 2114 151 1963 271 1692 1326 586 740 366 660 460 196 524 143 299 232 469 168 200 137
is_linear=0
shrinkage=0.16829


Tree=8232
num_leaves=22
num_cat=0
split_feature=1 52 1 1 14 4 52 133 4 4 4 1 16 42 402 4 13 52 4 52 16
split_gain=6.5804 1.67967 0.835167 0.404638 0.505946 0.203069 0.186566 0.201486 0.179668 0.220359 0.165947 0.16064 0.0956767 0.0922731 0.0887203 0.19014 0.11301 0.0986159 0.069279 0.0602086 0.00358285
threshold=0.10574000000000001 -0.40011499999999994 0.13554500000000003 0.096300000000000011 0.062655000000000016 0.005935000000000001 0.12469000000000001 0.085980000000000015 0.41379000000000005 0.0082450000000000006 -0.021399999999999995 0.14846500000000004 -0.12029499999999999 0.11902500000000001 0.08865000000000002 -0.083249999999999977 -0.0021749999999999994 0.10160000000000001 -0.0083249999999999973 -0.040589999999999994 -0.49181999999999998
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 6 4 5 13 7 8 9 -3 -5 -4 20 14 16 -16 18 -18 -1 -14 -7
right_child=1 2 11 10 -6 12 -8 -9 -10 -11 -12 -13 19 -15 15 -17 17 -19 -20 -21 -22
leaf_value=0.00075695786127500644 0.00084737508008003682 0.00029578607472251342 0.00012035758450745089 0.00068781522095043952 0.0010332167938925654 0.00069783011384655738 0.00052300370646539526 0.00013288020770158679 0.00022786463443358166 0.0005769787991511822 0.00048169349815524025 -0.00011032775541016579 0.00052389231324974101 0.00062208477223799443 0.00099986854998125813 0.00075428094291177554 0.00072495231160574073 0.00056321590037495509 0.00083218140373491592 0.00066095491751323526 0.0007527952821644846
leaf_weight=666 57 63 89 87 68 54 52 58 76 60 87 52 66 55 54 102 246 52 182 85 67
leaf_count=666 57 63 89 87 68 54 52 58 76 60 87 52 66 55 54 102 246 52 182 85 67
internal_value=0 0.000313463 0.000245755 0.000737415 0.000753026 0.000741308 0.000341797 0.000304995 0.000354982 0.00043324 0.000584957 3.50323e-05 0.000658029 0.000757975 0.000763688 0.000839518 0.000753335 0.000696848 0.000773144 0.00060128 0.000728557
internal_weight=0 507 450 1871 1697 1629 309 257 199 123 174 141 272 1357 1302 156 1146 298 848 151 121
internal_count=2378 507 450 1871 1697 1629 309 257 199 123 174 141 272 1357 1302 156 1146 298 848 151 121
is_linear=0
shrinkage=0.0032998


Tree=8233
num_leaves=21
num_cat=0
split_feature=1 155 2 2 2 2 14 1 14 13 13 402 43 47 1 2 43 1 402 1
split_gain=3.28273 0.882607 0.474528 0.32543 0.405562 0.310151 0.252449 0.234814 0.206946 0.161487 0.136848 0.125539 0.139003 0.0981135 0.100985 0.0978529 0.0822448 0.0740067 0.045232 0.0421779
threshold=0.10335000000000001 0.090695000000000012 0.14823500000000003 -1.0000000180025095e-35 0.10584500000000001 0.11366500000000002 -1.0000000180025095e-35 0.096300000000000011 0.062655000000000016 -0.012279999999999998 -0.04917499999999999 0.0064150000000000014 -0.20207499999999998 0.077555000000000013 0.080270000000000022 0.087435000000000013 -0.0068249999999999986 0.10019500000000002 0.097495000000000012 0.078015000000000015
decision_type=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 9 -5 7 -6 8 11 -2 -7 12 -1 14 -14 18 -8 -9 -13 -15
right_child=1 -3 -4 4 6 10 16 17 -10 -11 -12 15 13 19 -16 -17 -18 -19 -20 -21
leaf_value=0.00053918535667974159 0.00038001552791237938 0.00080500884252665095 0.00014184640284001213 0.00064351563535914626 0.00056961068240181628 0.00065219400480644792 0.00021332658029948884 0.00048867859378916095 0.00090249733116955114 0.00011988732572057363 0.00043445111102021204 0.00091491204530419967 0.00071511455537361958 0.00072653955428631488 0.00063899829981247421 0.00070414976469914943 0.00037326670996354561 0.00065459383983071774 0.00078709045942092161 0.00085282628140722846
leaf_weight=58 53 55 87 96 58 63 58 63 67 52 66 59 815 60 262 103 94 60 79 70
leaf_count=58 53 55 87 96 58 63 58 63 67 52 66 59 815 60 262 103 94 60 79 70
internal_value=0 0.000407799 0.000363859 0.000410769 0.000465296 0.000698192 0.000383657 0.000710123 0.000721065 0.000251526 0.000541064 0.00071297 0.000699557 0.000707234 0.000696631 0.000783228 0.000312469 0.000569899 0.000841994 0.000794811
internal_weight=0 553 498 411 306 1825 210 1696 1573 105 129 1506 1265 1207 1077 241 152 123 138 130
internal_count=2378 553 498 411 306 1825 210 1696 1573 105 129 1506 1265 1207 1077 241 152 123 138 130
is_linear=0
shrinkage=0.0032998


Tree=8234
num_leaves=20
num_cat=0
split_feature=1 13 11 2 4 1 13 1210 402 4 16 456 1446 484 484 159 1 402 2
split_gain=0.252852 0.123229 0.101897 0.0953604 0.0976585 0.0902451 0.0965299 0.0781465 0.107018 0.0864947 0.0765488 0.0526309 0.0677118 0.0663032 0.039153 0.0438262 0.0380823 0.0275811 0.0238826
threshold=0.096300000000000011 0.10891000000000002 0.082245000000000013 -1.0000000180025095e-35 0.51224500000000017 0.11453000000000001 -0.07150999999999999 -0.076234999999999983 0.08865000000000002 -0.082734999999999989 -0.0037949999999999993 0.088285000000000016 0.088360000000000008 0.10785500000000002 0.085775000000000004 0.11320500000000001 0.10374500000000002 -0.086719999999999978 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 10 -7 17 11 -10 16 12 13 14 15 -9 -5 -1 -11
right_child=1 -3 -4 4 -6 6 -8 8 9 18 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0011305649008019622 -0.0030555290027921536 -0.0045819357446009942 0.008051166949102545 0.0008212630963328315 -0.0038371750943050269 0.0028531771867940964 0.010992689232834292 0.0058637604385319998 0.015805674087535252 0.010044683835128141 -0.0031210314220609932 0.01076885298916572 0.00081614192271818576 0.0107020845536362 0.0015885820451417155 0.0014808549094906217 0.0064909748847399003 0.0039604957797316183 0.0049602913841118763
leaf_weight=57 95 75 85 66 54 88 79 1059 52 52 69 53 89 70 75 70 70 63 57
leaf_count=57 95 75 85 66 54 88 79 1059 52 52 69 53 89 70 75 70 70 63 57
internal_value=0 0.00184426 0.00264255 0.0017567 0.00283406 0.0038073 0.00671436 0.00568736 0.00600278 0.0101276 0.00143034 0.00553251 0.00532758 0.00564134 0.00534561 0.0055936 0.00375271 0.00152727 0.00740236
internal_weight=0 681 606 521 426 372 167 1697 1577 161 205 1416 1363 1274 1204 1129 136 120 109
internal_count=2378 681 606 521 426 372 167 1697 1577 161 205 1416 1363 1274 1204 1129 136 120 109
is_linear=0
shrinkage=0.16829


Tree=8235
num_leaves=17
num_cat=0
split_feature=43 1 133 3 4 2 39 16 1456 1213 15 3 403 3 4 16
split_gain=0.144172 0.115411 0.107071 0.0982742 0.108498 0.105575 0.0933582 0.0900513 0.0802183 0.0760559 0.0846846 0.0698958 0.057951 0.0531001 0.0375226 0.0313927
threshold=-0.50149499999999991 0.14262000000000002 0.087035000000000015 -0.18766499999999997 -0.15450999999999995 0.13673000000000005 0.087880000000000014 0.14091500000000004 -0.063824999999999979 -0.09897499999999998 0.085095000000000018 -0.080804999999999974 -0.53317999999999988 -0.081914999999999988 -0.013024999999999998 0.029300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 9 8 -5 -4 11 -11 -6 -10 14 -14 -15
right_child=1 -3 6 4 5 -7 -8 -9 12 10 -12 -13 13 15 -16 -17
leaf_value=0.01293383068456804 -0.00020534168210026047 -0.0022291955800333107 -0.003211376289090179 0.015451540127034723 -0.0035666958621808028 -0.001811949996376024 -0.0038220060615700817 0.0058140948526992546 -0.00071267778115558661 0.0046682686288160302 0.0078111916623896912 0.0051527170389904006 0.0042110827535430948 0.007489645606046323 -0.00050359415761911655 0.0033084347592531576
leaf_weight=52 99 82 53 52 52 64 63 60 73 888 338 52 121 157 78 78
leaf_count=52 99 82 53 52 52 64 63 60 73 888 338 52 121 157 78 78
internal_value=0 0.00395701 0.0041855 0.00491334 0.00525102 0.0048437 0.00230752 0.0103047 0.0030003 0.00516532 0.00553622 0.000775736 0.00365319 0.00439168 0.00235409 0.00610948
internal_weight=0 2310 2228 1605 1506 1394 623 112 560 1330 1226 104 507 434 199 235
internal_count=2362 2310 2228 1605 1506 1394 623 112 560 1330 1226 104 507 434 199 235
is_linear=0
shrinkage=0.16829


Tree=8236
num_leaves=29
num_cat=0
split_feature=3 15 3 10 15 16 3 49 3 3 42 15 133 42 130 3 157 15 16 130 16 42 49 42 133 16 15 133
split_gain=5.65275 1.72107 1.01508 0.808233 0.800334 0.471838 0.413936 0.367964 0.164713 0.355196 0.440358 0.188404 0.153057 0.165198 0.15562 0.210257 0.139431 0.126547 0.112539 0.0822943 0.0813667 0.0777059 0.0700165 0.0576805 0.0510967 0.0881296 0.0522931 0.0354965
threshold=-0.059629999999999996 -0.2987999999999999 0.30112000000000005 -1.0000000180025095e-35 -0.23488499999999998 -0.5103049999999999 -0.081084999999999977 0.12899500000000003 0.10924500000000002 -1.0000000180025095e-35 -0.0043149999999999994 -1.0000000180025095e-35 0.085075000000000026 -0.027829999999999997 0.082650000000000015 -0.09224499999999998 -0.075754999999999989 -0.4680149999999999 0.23993500000000004 0.093210000000000015 -0.11180499999999999 -0.0093649999999999983 0.10255000000000002 0.11309000000000001 0.11370000000000001 -0.078074999999999992 -0.011389999999999999 0.092845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 17 3 -3 -1 -6 12 8 9 10 -5 -11 13 14 15 -7 -15 -2 20 -16 -8 -18 24 27 26 -26 -14 -22
right_child=1 2 -4 7 5 6 18 -9 -10 11 -12 -13 22 16 19 -17 21 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29
leaf_value=0.00062402683320355234 0.00040691798571497511 0.00043280725348142043 0.00036366474533753343 0.0010184931082052476 0.00072917872718494727 0.00080459708880033004 0.00089183354332465986 0.00059243135012270018 0.00073902858393753035 0.00094809818276513178 0.00066044336678030972 0.0012035972379370293 0.0010337572558973775 0.0012959947001976765 0.0012293302159934983 0.0010824836517242195 0.0012459720601867125 0.00019393725334909844 0.00086996662588933831 0.0010416953740312344 0.0010175067082639673 0.0011078084784251349 0.00091650252827386359 0.00091989815517846084 0.0010724669684755233 0.00088831894611026644 0.0011480312383131911 0.0011156025624387443
leaf_weight=53 76 57 66 67 53 53 73 52 65 82 87 54 107 70 57 72 58 52 97 54 270 296 53 63 73 52 92 58
leaf_count=53 76 57 66 67 53 53 73 52 65 82 87 54 107 70 57 72 58 52 97 54 270 296 53 63 73 52 92 58
internal_value=0 0.000664557 0.000747543 0.00080207 0.00102484 0.00103768 0.00104789 0.000853699 0.00089187 0.000926006 0.000816447 0.00104981 0.00108725 0.0011182 0.00104666 0.000964942 0.00115794 0.00032067 0.000975075 0.00113837 0.000996972 0.00113054 0.00103297 0.00101651 0.00105191 0.000996143 0.00108676 0.00103496
internal_weight=0 658 530 464 1704 1651 1598 407 355 290 154 136 1037 660 236 125 424 128 561 111 464 354 377 391 324 125 199 328
internal_count=2362 658 530 464 1704 1651 1598 407 355 290 154 136 1037 660 236 125 424 128 561 111 464 354 377 391 324 125 199 328
is_linear=0
shrinkage=0.0032998


Tree=8237
num_leaves=15
num_cat=0
split_feature=0 15 14 1209 1209 1443 158 158 403 403 15 402 156 15
split_gain=0.125848 0.136476 0.0938308 0.0762789 0.104569 0.0705151 0.0580057 0.0643848 0.0478511 0.0858525 0.12192 0.0622932 0.0580271 0.0144003
threshold=-0.23046999999999998 -0.26826999999999995 -0.36617499999999997 0.083050000000000013 0.10742500000000001 0.084655000000000022 0.099510000000000015 0.11399500000000001 -0.10393999999999999 -0.014869999999999998 0.084990000000000024 -0.0065149999999999991 0.087515000000000009 0.087010000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -8 11 10 -10 -3 -11 -13
right_child=1 3 -4 4 -6 -7 7 -9 9 12 -12 13 -14 -15
leaf_value=0.01100133345186486 0.0040027646169900561 0.0046741964362149247 -0.0041292800225059311 0.012175605374499854 0.0024937978485052139 0.010113388282885443 0.011947905205345551 0.0039166578301192533 0.0031598965712291466 0.0030601069435750557 0.012243255866365599 0.00033716832309692551 0.0060296322263978311 -0.0035762730214836127
leaf_weight=74 69 77 96 78 54 53 52 64 88 1250 81 52 221 53
leaf_count=74 69 77 96 78 54 53 52 64 88 1250 81 52 221 53
internal_value=0 0.00393516 -0.000717718 0.00429763 0.00822848 0.00403611 0.00386899 0.00753236 0.00363477 0.00392247 0.00752409 0.00103244 0.00350746 -0.00162108
internal_weight=0 2288 165 2123 132 1991 1938 116 1822 1640 169 182 1471 105
internal_count=2362 2288 165 2123 132 1991 1938 116 1822 1640 169 182 1471 105
is_linear=0
shrinkage=0.16829


Tree=8238
num_leaves=11
num_cat=0
split_feature=4 393 1 1209 1209 42 15 150 14 14
split_gain=0.104566 0.0843345 0.075695 0.054872 0.0663291 0.0628162 0.09788 0.0633201 0.0718847 0.0628217
threshold=-0.51381999999999983 0.10358500000000001 0.14262000000000002 0.083050000000000013 0.10742500000000001 0.11361000000000002 0.092725000000000016 0.11819500000000001 0.076175000000000007 -0.073114999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 8 9 -2
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.010725359355391279 0.0073113214269091634 0.0097511219879809884 -0.0018818830954077446 0.0097954908949335218 0.0020741172277559017 -0.0048966216772377549 0.0043075614844646226 0.0083246577571389323 0.0085336681372959952 0.002709605513803671
leaf_weight=55 89 56 82 78 54 68 63 70 68 1679
leaf_count=55 89 56 82 78 54 68 63 70 68 1679
internal_value=0 0.00328493 0.00312327 0.00331332 0.00665036 0.00309619 -0.000456468 0.00334131 0.00315034 0.00294227
internal_weight=0 2307 2251 2169 132 2037 131 1906 1836 1768
internal_count=2362 2307 2251 2169 132 2037 131 1906 1836 1768
is_linear=0
shrinkage=0.16829


Tree=8239
num_leaves=18
num_cat=0
split_feature=1 3 4 4 4 0 2 3 15 0 51 0 133 52 15 0 3
split_gain=5.81663 1.30844 0.775774 0.563926 0.485629 0.559369 0.42426 0.409907 0.336976 0.192032 0.170746 0.263043 0.13165 0.0960913 0.0683008 0.0510141 0.0492607
threshold=0.10342000000000001 -0.052614999999999995 0.058330000000000007 0.24099500000000004 -0.50388999999999984 0.036480000000000005 0.14721500000000001 -0.12077499999999998 -0.077559999999999976 -0.11208499999999998 -0.10250499999999999 -0.11208499999999998 0.11524500000000001 -0.023474999999999996 -0.052259999999999994 -0.049464999999999988 0.077930000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 -1 7 8 -6 13 -4 -9 -12 -13 -3 -11 -2 -15
right_child=1 6 9 -5 5 -7 -8 10 -10 14 11 12 -14 16 -16 -17 -18
leaf_value=0.0012171775187541159 0.00096222701687512376 0.00027345882227383281 0.00086839593382199043 0.00053418479783605541 0.0011706231441764837 0.00064077781263814377 0.00017869520707615276 0.0010618259029008871 0.00062270394140369323 0.00071048430729985239 0.00072932025321898212 0.0009457473348246419 0.00085133679377150052 0.00036314629201499916 0.00055312972412075042 0.00081323241494742754 0.00050943824751124975
leaf_weight=67 60 65 66 84 82 71 74 101 93 80 77 1030 201 53 53 52 53
leaf_count=67 60 65 66 84 82 71 74 101 93 80 77 1030 201 53 53 52 53
internal_value=0 0.0005249 0.000916556 0.000739611 0.000940386 0.000928491 0.000400289 0.000942168 0.000462269 0.000721303 0.000928848 0.000918552 0.00093036 0.000374809 0.000648044 0.000893366 0.000436625
internal_weight=0 534 1828 196 1629 1562 338 1491 264 199 1409 1308 1231 171 133 112 106
internal_count=2362 534 1828 196 1629 1562 338 1491 264 199 1409 1308 1231 171 133 112 106
is_linear=0
shrinkage=0.0032998


Tree=8240
num_leaves=19
num_cat=0
split_feature=1 16 1 42 39 1 14 16 1447 151 49 49 13 42 16 16 16 16
split_gain=6.16088 1.51751 0.492485 0.48225 0.404811 0.361548 0.353219 0.19077 0.177886 0.176337 0.171429 0.128533 0.119913 0.0908356 0.0751235 0.0852509 0.0622122 0.153979
threshold=0.10141500000000002 0.12292000000000002 0.11481500000000001 0.077855000000000021 0.081875000000000017 0.11744000000000002 -1.0000000180025095e-35 -0.029084999999999996 -0.085709999999999995 0.050660000000000004 0.091325000000000003 0.082565000000000013 -0.10899499999999999 0.11902500000000001 -0.4058199999999999 -0.50327499999999992 0.27252000000000004 -0.032969999999999992
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 7 8 -3 -4 -2 -1 10 11 12 -10 -14 15 -8 17 -12
right_child=1 5 6 -5 -6 -7 14 -9 9 -11 16 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0010904382184498101 0.00057714394354761061 0.00099039274127784085 0.00055926846819512191 0.0008453071703530252 0.00070261383500691066 0.00064472428900475237 0.00031710325944423915 0.00032969645740204228 0.00081025002592323523 0.00075370097248043944 0.00080514212451667487 0.0010895762546660481 0.00096188861135717456 0.00081740027619412348 0.00036136369620929466 0.00013583120169547371 0.00077589531970609989 0.0010109065303954194
leaf_weight=86 81 79 66 52 82 58 56 60 69 59 94 77 1118 53 73 59 75 73
leaf_count=86 81 79 66 52 82 58 56 60 69 59 94 77 1118 53 73 59 75 73
internal_value=0 0.000540182 0.000446892 0.000572834 0.000930777 0.000844309 0.000351058 0.000472097 0.000941736 0.00093381 0.000940604 0.000955675 0.000947332 0.000955379 0.000277776 0.000224409 0.000858439 0.000895298
internal_weight=0 584 447 193 1786 137 254 141 1704 1618 1559 1317 1240 1171 188 115 242 167
internal_count=2370 584 447 193 1786 137 254 141 1704 1618 1559 1317 1240 1171 188 115 242 167
is_linear=0
shrinkage=0.0032998


Tree=8241
num_leaves=32
num_cat=0
split_feature=3 3 15 151 12 12 48 12 0 13 15 3 13 16 15 158 133 15 15 12 0 0 15 133 13 484 13 15 133 403 16
split_gain=5.66936 1.64445 0.951456 0.841888 0.721213 0.637152 0.586449 0.298624 0.271351 0.227607 0.2185 0.182624 0.143524 0.181943 0.101804 0.0818143 0.0795799 0.0729031 0.0850087 0.0719562 0.0701339 0.0990801 0.0623249 0.0546331 0.0500604 0.0391596 0.0533429 0.0615181 0.0433503 0.00803387 0.00585377
threshold=-0.060614999999999995 0.30112000000000005 -0.37478999999999996 -0.024429999999999997 0.023990000000000004 0.10266500000000002 0.10096000000000001 0.086315000000000017 -0.15202999999999997 -0.04917499999999999 -1.0000000180025095e-35 0.0045450000000000013 -1.0000000180025095e-35 -0.054549999999999994 -0.025694999999999999 0.085900000000000018 0.088385000000000005 -0.082179999999999989 -0.090684999999999988 0.092150000000000024 -0.081614999999999979 -0.014334999999999999 0.088155000000000011 -0.020484999999999996 -0.048554999999999994 0.087020000000000014 -0.087084999999999982 0.03981500000000001 1.0000000180025095e-35 -0.079109999999999986 0.0063750000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 11 -1 7 8 15 -5 -7 16 -4 13 -10 -11 25 17 18 -9 -18 23 22 -22 24 -12 26 28 -28 -6 -25 -19
right_child=1 -3 3 6 5 9 -8 10 12 14 20 -13 -14 -15 -16 -17 19 30 -20 -21 21 -23 -24 29 -26 -27 27 -29 -30 -31 -32
leaf_value=0.00049264192463445216 0.00024392900602656004 8.9385286998109305e-05 0.00029785039451316536 0.00096772356362944073 0.00092853675825412018 0.00051724221790885915 0.00041045781707138346 0.00082764271115509669 0.00076377313188255222 0.00067442234548438257 0.00092937512684294107 0.00054732885428543582 0.00080762356461668234 0.00049589462021586443 0.0008487384072105985 0.0010918473650606512 0.00079970305695556377 0.00073897180759819323 0.0009956567222962735 0.00064289781968513836 0.00074472227896537843 0.00099401963062248073 0.00086904293844346095 0.00092696055817520658 0.0010783832020987976 0.0010369667862411942 0.00083278534696877278 0.00095911995776184361 0.001057197566949303 0.00085907775897054242 0.00080011652805328601
leaf_weight=59 88 95 81 61 75 58 60 107 58 76 57 54 101 55 77 52 82 57 52 58 60 61 234 75 54 52 96 88 58 58 71
leaf_count=59 88 95 81 61 75 58 60 107 58 76 57 54 101 55 77 52 82 57 52 58 60 61 234 75 54 52 96 88 58 58 71
internal_value=0 0.000491152 0.00055949 0.000618499 0.00085254 0.000865326 0.000707291 0.000890115 0.000771927 0.000695163 0.000859433 0.000397903 0.000715951 0.000633702 0.00076238 0.000964803 0.000801643 0.000834032 0.000882812 0.000734993 0.00090057 0.000869704 0.000843791 0.000945333 0.00100218 0.000946805 0.000931903 0.000893398 0.000984909 0.000897622 0.000773163
internal_weight=0 653 558 470 1717 1658 335 1447 275 211 1026 135 214 113 153 421 427 287 159 140 599 355 294 244 111 369 317 184 133 133 128
internal_count=2370 653 558 470 1717 1658 335 1447 275 211 1026 135 214 113 153 421 427 287 159 140 599 355 294 244 111 369 317 184 133 133 128
is_linear=0
shrinkage=0.0032998


Tree=8242
num_leaves=24
num_cat=0
split_feature=1 2 2 2 52 12 49 2 12 3 2 43 2 12 43 0 0 12 160 2 51 3 2
split_gain=4.22898 0.690069 0.601141 0.377878 0.35745 0.279153 0.224488 0.157385 0.132975 0.113729 0.112541 0.11409 0.111028 0.116258 0.0755474 0.0724318 0.078287 0.0926266 0.14145 0.0694491 0.0585084 0.047456 0.0438836
threshold=0.11332500000000002 0.092155000000000015 0.14271500000000001 -0.0091949999999999983 -0.21347499999999997 -0.086449999999999985 -0.042269999999999995 0.11461500000000001 0.088335000000000011 0.12991000000000003 0.088885000000000006 -1.0000000180025095e-35 0.093595000000000025 0.09202500000000001 -0.030304999999999995 -0.15503499999999998 -0.10566999999999999 0.084055000000000005 -0.014774999999999998 0.096540000000000015 -0.070154999999999981 -0.081854999999999997 0.089885000000000007
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=1 3 4 -1 -2 -3 -7 12 9 -6 15 22 -8 14 -14 -5 -17 18 -18 -15 -9 -19 -12
right_child=2 5 -4 10 8 6 7 20 -10 -11 11 -13 13 19 -16 16 17 21 -20 -21 -22 -23 -24
leaf_value=0.00058171906445036808 0.00069154875898187675 0.0004786588393841301 0.00014938821604787672 0.00096272469508707447 0.00025337607750025809 0.00054842072488464622 0.0006169069590402801 0.00070438175970413783 0.00052001900680887967 0.00044514789833943177 0.00072618830033712182 0.0006364408701284561 0.00094671723733511827 0.00083017382864735301 0.00078632537182884272 0.00070416225715882476 0.0010356548799203801 0.00084459154438512574 0.00082600307406970519 0.00069984498602064494 0.00055239822298307748 0.00078649398440445366 0.00085030569698025952
leaf_weight=76 55 68 97 52 82 91 58 52 61 59 55 66 58 63 84 53 64 467 85 194 68 268 94
leaf_count=76 55 68 97 52 82 91 58 52 61 59 55 66 58 63 84 53 64 467 85 194 68 268 94
internal_value=0 0.000762528 0.000371267 0.00080897 0.000454874 0.000681712 0.00070233 0.000726542 0.000390258 0.000333871 0.000823285 0.000753231 0.000754821 0.000774781 0.000852086 0.000838479 0.000831546 0.000839143 0.000916291 0.00073193 0.000618551 0.000823456 0.000804727
internal_weight=0 2016 354 1280 257 736 668 577 202 141 1204 215 457 399 142 989 937 884 149 257 120 735 149
internal_count=2370 2016 354 1280 257 736 668 577 202 141 1204 215 457 399 142 989 937 884 149 257 120 735 149
is_linear=0
shrinkage=0.0032998


Tree=8243
num_leaves=28
num_cat=0
split_feature=1 3 2 2 1 3 2 49 2 1 3 1 15 15 13 16 13 484 2 457 3 16 3 13 16 13 16
split_gain=7.8253 2.10155 0.916759 0.726357 0.589098 0.374957 0.373493 0.330938 0.246803 0.240751 0.212066 0.209928 0.143537 0.154829 0.162928 0.140466 0.123243 0.0848392 0.0837261 0.079544 0.0993339 0.142806 0.0503636 0.0721915 0.0412533 0.0280202 0.0489023
threshold=0.10439500000000002 -0.058704999999999993 0.11444000000000001 0.088885000000000006 0.11684000000000001 0.0025650000000000004 -0.0050599999999999994 -0.026779999999999995 0.14721500000000001 0.081315000000000012 -0.064294999999999977 0.11744000000000002 0.089835000000000012 -1.0000000180025095e-35 -0.083669999999999981 -0.26987499999999992 -1.0000000180025095e-35 0.090255000000000016 0.092425000000000021 0.060310000000000009 -0.077634999999999996 -0.036039999999999996 -0.08632999999999999 -0.050754999999999995 -0.082219999999999988 -0.074219999999999994 -0.073774999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 6 5 -3 -1 9 15 -5 12 -2 13 14 -9 -6 -12 19 -16 20 22 -22 24 -24 -8 -14 -27
right_child=1 4 -4 7 8 -7 17 10 -10 -11 16 -13 25 -15 18 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28
leaf_value=0.0010472335608703901 0.0013345036190845531 0.00061391331475725325 0.00073611122039880794 0.0011720545052230195 0.00050360242158417026 0.00098761272477055923 0.0013538295603001142 0.0013851882383940648 0.00037576742600600727 0.00086039859287831183 0.0010365367494838873 0.001063038974596629 0.0013918246201283127 0.0010743861479523512 0.0013118319166898482 0.00071837545182938493 0.0012165860515940237 0.0014594529219571573 0.0011588548337267514 0.0014580825661664972 0.0011551976335560812 0.0013745284598630542 0.0013409208179525497 0.0014613429117543509 0.0012712908233984733 0.0013698504265765837 0.0012253549160802183
leaf_weight=52 82 52 60 57 64 69 135 72 70 54 100 53 62 76 58 73 78 64 160 54 90 55 290 77 193 56 64
leaf_count=52 82 52 60 57 64 69 135 72 70 54 100 53 62 76 58 73 78 64 160 54 90 55 290 77 193 56 64
internal_value=0 0.000805407 0.00107696 0.00126285 0.000643858 0.000827306 0.00132274 0.00119054 0.000536455 0.00102076 0.00121646 0.00122819 0.00124914 0.00121037 0.00124589 0.000618301 0.00111563 0.00133765 0.00119972 0.00132889 0.00132055 0.00123864 0.00133759 0.00136628 0.00130537 0.00132691 0.00129308
internal_weight=0 523 195 1847 328 121 1010 837 207 111 726 135 548 366 290 137 178 958 218 894 840 145 695 367 328 182 120
internal_count=2370 523 195 1847 328 121 1010 837 207 111 726 135 548 366 290 137 178 958 218 894 840 145 695 367 328 182 120
is_linear=0
shrinkage=0.0032998


Tree=8244
num_leaves=24
num_cat=0
split_feature=4 13 13 39 13 4 4 160 49 42 3 159 1213 42 42 15 475 42 3 4 3 4 3
split_gain=0.19371 0.125504 0.100602 0.0948367 0.0854948 0.085273 0.198875 0.0804297 0.0730436 0.0818946 0.0507625 0.0438361 0.066544 0.0534081 0.0750894 0.0437013 0.0495213 0.0486565 0.0370594 0.0296709 0.0289685 0.0189154 0.011955
threshold=0.043850000000000007 0.087005000000000013 -0.16392499999999996 0.086065000000000016 -0.08533499999999998 -0.37626499999999991 -0.13833499999999996 0.051820000000000005 0.091325000000000003 0.088585000000000011 -0.14619999999999997 0.018290000000000004 -0.0068949999999999992 0.085790000000000019 0.084175000000000014 0.088245000000000004 -0.08459499999999999 0.089840000000000017 -0.077384999999999995 0.08734500000000002 -0.053499999999999992 0.45363500000000007 -0.081359999999999988
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 7 -1 4 11 10 -7 8 9 18 -6 12 22 14 -14 16 -8 -17 -2 -10 -11 -20 -4
right_child=1 -3 3 -5 5 6 15 -9 19 20 -12 -13 13 -15 -16 17 -18 -19 21 -21 -22 -23 -24
leaf_value=0.00050557506158162052 0.010035007930731095 -0.0037332491017152136 0.0090574071606489368 0.0018632711972819407 0.0075173390266092543 -0.0037541840203461569 0.010403537383572733 0.0090720451377025741 -0.0032516736097815305 -0.0014622520025846337 0.014156850001735827 0.0052811381941669754 0.0146872618025875 0.016170848662129818 0.0055661563187263024 0.010078092142029203 0.0055277512913771724 0.0063074709809495012 0.0034410445943647049 0.0022459162144533901 0.0037580690955690017 0.0075935189946110433 0.0053474001433516808
leaf_weight=69 63 64 54 94 68 53 66 80 55 62 66 53 52 73 52 199 648 197 84 56 58 52 52
leaf_count=69 63 64 54 94 68 53 66 80 55 62 66 53 52 73 52 199 648 197 84 56 58 52 52
internal_value=0 0.00327663 0.00683496 0.00708681 0.00738639 0.00676212 0.00629523 0.00415982 0.00324174 0.00453611 0.010801 0.00979077 0.010629 0.0126398 0.010144 0.00677668 0.00598097 0.00820684 0.00663171 -0.000461929 0.00104593 0.00504197 0.00725435
internal_weight=0 574 1796 1727 1633 1297 1163 510 430 319 134 336 283 177 104 1110 714 396 199 111 120 136 106
internal_count=2370 574 1796 1727 1633 1297 1163 510 430 319 134 336 283 177 104 1110 714 396 199 111 120 136 106
is_linear=0
shrinkage=0.16829


Tree=8245
num_leaves=15
num_cat=0
split_feature=48 403 12 14 2 12 1 4 11 3 15 3 1 402
split_gain=0.318363 0.184102 0.154829 0.14209 0.0955362 0.148249 0.116108 0.0812565 0.0933972 0.109999 0.0719064 0.0683122 0.0211785 0.0177351
threshold=0.13624500000000003 -0.093044999999999989 0.085635000000000003 0.023790000000000002 0.12051500000000002 -0.081314999999999985 0.10947000000000001 -0.51003499999999991 0.088065000000000018 -0.10237999999999998 0.090000000000000011 0.12566000000000002 0.081315000000000012 -0.013349999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 -3 9 12 13 -11 -9 -4
right_child=-2 3 10 -5 5 6 -8 8 -10 11 -12 -13 -14 -15
leaf_value=0.017740253683865382 -0.0079117265794280914 -0.0015282042053663175 0.0028566061829998898 0.012424152864880751 0.0083654178752547766 0.004272203605729958 -0.0053454711704844929 0.0024590391339084209 0.012054014213907777 0.0054839103937589367 0.011641495513710425 7.5839017308333576e-05 -0.0020424874518412124 0.0068441809318961332
leaf_weight=52 53 54 60 66 57 57 94 53 53 1458 74 70 67 72
leaf_count=52 53 54 60 66 57 57 94 53 53 1458 74 70 67 72
internal_value=0 0.00526859 0.00950981 0.0047284 0.00446874 0.00104745 -0.00170306 0.0048732 0.00507748 0.00485202 0.0074235 0.00523733 -3.93416e-05 0.00504526
internal_weight=0 2287 258 2029 1963 208 151 1755 1701 1648 206 1528 120 132
internal_count=2340 2287 258 2029 1963 208 151 1755 1701 1648 206 1528 120 132
is_linear=0
shrinkage=0.16829


Tree=8246
num_leaves=21
num_cat=0
split_feature=1 52 3 2 2 1 2 1 2 2 1209 1213 482 3 2 2 13 159 1 1
split_gain=6.77108 0.785415 0.639063 0.412225 0.667767 0.294014 0.22339 0.197098 0.181536 0.16043 0.129621 0.110029 0.100412 0.0966725 0.0960641 0.0925755 0.0731866 0.0718648 0.0822419 0.00751423
threshold=0.10915500000000002 -0.23574499999999998 -0.073629999999999987 0.11693000000000002 -1.0000000180025095e-35 0.10080500000000002 0.092155000000000015 0.13712000000000005 0.11444000000000001 0.079570000000000016 -0.079679999999999987 -0.09280999999999999 1.0000000180025095e-35 -0.021559999999999996 0.13194500000000003 0.087675000000000017 -0.057284999999999996 0.099565000000000015 0.089875000000000024 0.083065000000000014
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 -2 8 4 -3 6 9 14 10 -4 -1 -12 17 16 -5 -11 -8 18 -13 -15
right_child=1 3 5 7 -6 -7 13 -9 -10 15 11 12 -14 19 -16 -17 -18 -19 -20 -21
leaf_value=0.0010769726572406053 0.00079375821496387167 0.00024875304239993832 0.00076811726337352787 0.00023164523470201343 0.00065558269324498153 0.00060610453340185827 0.00089587516884924684 0.00012880308169424819 0.0007149770951783152 0.001073705792218656 0.0010209784732907385 0.00089580107000556167 0.001002827132832603 0.0007015767121134127 0.000420452084625567 0.00087567981392015781 0.00073963323512067929 0.0009887949831228432 0.00081306166295594124 0.00063213643360364447
leaf_weight=54 52 79 65 52 100 97 58 79 53 57 92 836 99 55 71 53 88 80 168 52
leaf_count=54 52 79 65 52 100 97 58 79 53 57 92 836 99 55 71 53 88 80 168 52
internal_value=0 0.000412782 0.000870047 0.000360692 0.000476229 0.00077159 0.000809013 0.000258136 0.000907423 0.000900631 0.000915072 0.000908187 0.000899386 0.000745502 0.000340918 0.000978614 0.000801943 0.000889906 0.000881991 0.000668159
internal_weight=0 433 1907 381 179 525 428 202 1382 175 1329 1275 1183 253 123 110 146 1084 1004 107
internal_count=2340 433 1907 381 179 525 428 202 1382 175 1329 1275 1183 253 123 110 146 1084 1004 107
is_linear=0
shrinkage=0.0032998


Tree=8247
num_leaves=19
num_cat=0
split_feature=1 3 4 3 1 124 0 150 0 4 0 43 1 3 16 150 16 42
split_gain=11.2625 1.75847 0.964362 0.964002 0.714381 0.550706 0.34991 0.253123 0.233015 0.195437 0.205327 0.1611 0.125797 0.124145 0.111071 0.0869464 0.0603868 0.00201507
threshold=0.104035 -0.052614999999999995 0.25472500000000003 0.091170000000000015 0.13301500000000002 -0.083859999999999976 0.04939000000000001 0.085310000000000011 -0.14857499999999998 0.053455000000000009 -0.089704999999999993 -0.024279999999999996 0.11646000000000002 -0.08095999999999999 -0.11777499999999998 0.079825000000000021 -0.4058199999999999 0.086745000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 7 -1 8 11 -7 10 13 -3 -2 -10 17 -12 -6 -11
right_child=1 4 -4 -5 16 6 -8 -9 9 14 15 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.001059390038891946 0.0013965088256773998 0.00076815229788090226 0.0007836556099388379 0.0010441553367134149 0.00040784541502912098 0.0015810626575709958 0.0011717307636649424 0.00064968622179123903 0.0015785187253184092 0.0013979217126125591 0.0013828152000138197 0.00099784545077275834 0.0011639201736146525 0.0014127042609673797 0.0011931211002952659 0.0015007974174555746 0.00055350296780247389 0.0013305306874499554
leaf_weight=56 55 66 70 97 53 81 75 77 120 52 1023 72 53 95 77 81 85 52
leaf_count=56 55 66 70 97 53 81 75 77 120 52 1023 72 53 95 77 81 85 52
internal_value=0 0.00081889 0.00108664 0.00136566 0.000683777 0.00138385 0.0013948 0.000802973 0.00140536 0.00139585 0.0014101 0.000888248 0.00128269 0.00150542 0.00129182 0.0013915 0.000497817 0.00136457
internal_weight=0 531 178 1809 353 1712 1656 215 1581 1500 1319 138 108 215 181 1104 138 104
internal_count=2340 531 178 1809 353 1712 1656 215 1581 1500 1319 138 108 215 181 1104 138 104
is_linear=0
shrinkage=0.0032998


Tree=8248
num_leaves=20
num_cat=0
split_feature=2 14 30 402 40 133 3 3 16 52 52 2 133 2 159 3 51 3 52
split_gain=0.241757 0.200103 0.132422 0.115043 0.08975 0.119551 0.0832456 0.0762778 0.0926334 0.0751702 0.0823334 0.0792748 0.0904488 0.0687444 0.0679444 0.064319 0.0515727 0.0351181 0.0297454
threshold=0.11018500000000002 0.054835000000000009 0.086065000000000016 0.088375000000000023 -0.079179999999999987 -0.032969999999999992 -0.079214999999999994 0.13524500000000003 -0.0043999999999999994 -0.087769999999999987 -0.080064999999999983 -1.0000000180025095e-35 1.0000000180025095e-35 0.11715500000000001 0.081925000000000012 -0.057369999999999997 -0.025904999999999994 -0.082794999999999994 0.078180000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -2 -6 18 8 15 14 -11 -12 -13 -10 16 -7 -1 -18 -5
right_child=4 -3 -4 6 5 7 -8 -9 13 10 11 12 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0034541776697061986 -0.0043617119564713126 0.015693021055923073 -0.0017171679631981026 0.01060651175031454 -0.0031248292115875296 0.0048482872930197124 0.0047799671330508251 0.00040805891632273448 -0.0018172422361047464 -0.00097866384747407535 0.011747805864389073 0.0041095614412827953 0.0072110410212954893 0.0062877162031981576 0.011883350461698155 0.01263281659923777 0.011385458257952402 0.0060604454726004564 0.016000541681734374
leaf_weight=91 52 65 58 74 73 55 52 99 54 55 58 678 444 65 101 69 69 76 52
leaf_count=91 52 65 58 74 73 55 52 99 54 55 58 678 444 65 101 69 69 76 52
internal_value=0 0.0065011 0.00616965 0.00643206 0.00221492 0.00304331 0.0105003 0.00436515 0.00596991 0.00597026 0.00535816 0.00565504 0.00533849 0.00259474 0.0082081 0.00919449 0.0066276 0.00860681 0.0128469
internal_weight=0 1873 1808 1750 467 415 178 342 243 1572 1235 1180 1122 119 337 124 236 145 126
internal_count=2340 1873 1808 1750 467 415 178 342 243 1572 1235 1180 1122 119 337 124 236 145 126
is_linear=0
shrinkage=0.16829


Tree=8249
num_leaves=26
num_cat=0
split_feature=1 2 12 14 2 49 150 1 2 12 1 16 2 1209 49 12 160 160 2 133 49 160 16 2 1
split_gain=8.79683 1.85915 1.12988 1.01073 0.463803 0.365408 0.347981 0.279988 0.26117 0.253133 0.191637 0.219139 0.185335 0.14209 0.127072 0.114318 0.11403 0.203176 0.105271 0.0872679 0.0721844 0.0617248 0.0379788 0.0211465 0.0168013
threshold=0.10124500000000002 0.11693000000000002 1.0000000180025095e-35 0.062655000000000016 0.092235000000000025 -0.036809999999999996 0.102565 0.089710000000000026 -1.0000000180025095e-35 0.09697500000000002 0.085265000000000021 -0.096494999999999984 0.10672500000000001 0.086895000000000014 0.0047850000000000011 0.096370000000000025 0.080200000000000007 -0.092739999999999975 0.14106500000000002 0.032620000000000003 0.10311000000000002 -0.020839999999999994 -0.013024999999999998 0.10746500000000002 0.093400000000000025
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 8 4 6 -3 10 9 -2 16 11 -1 -10 14 -13 -4 17 -6 -7 -19 23 -12 24 -11 -23
right_child=1 5 15 -5 7 18 -8 -9 12 20 21 13 -14 -15 -16 -17 -18 19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0012527854444459327 0.00041139566384876643 0.00011723839844254849 0.001034788306588347 0.0014641979305065622 0.0011582316024506311 0.00049022219920969194 0.00083209744979234905 0.0007254677255697765 0.00079786545684020296 0.00095097233608018193 0.00092378981530003912 0.0011204834771570398 0.00053684051907957741 0.00091983535303367047 0.0009905701440254763 0.00084933237515335939 0.0011521521110927598 0.00085012033501320197 0.00032028015538445388 0.0010138293481853902 0.00076828701540158407 0.00098634157823979454 0.001111812688515837 0.00086339261940697801 0.0010669994378858197
leaf_weight=96 84 62 65 58 60 92 71 60 54 94 82 472 69 57 106 92 69 80 73 72 52 141 60 65 54
leaf_count=96 84 62 65 58 60 92 71 60 54 94 82 472 69 57 106 92 69 80 73 72 52 141 60 65 54
internal_value=0 0.000568663 0.000714903 0.00103448 0.00101972 0.000334009 0.00105802 0.000940644 0.000554369 0.000966813 0.001073 0.00110352 0.000651723 0.0010809 0.00109672 0.000926338 0.0010324 0.000993253 0.000415249 0.000927899 0.000879305 0.0010067 0.00103322 0.000915391 0.00100886
internal_weight=0 591 364 1749 1691 227 1139 552 207 492 1068 731 123 635 578 157 281 212 165 152 211 337 255 159 195
internal_count=2340 591 364 1749 1691 227 1139 552 207 492 1068 731 123 635 578 157 281 212 165 152 211 337 255 159 195
is_linear=0
shrinkage=0.0032998


Tree=8250
num_leaves=22
num_cat=0
split_feature=2 15 3 15 3 3 12 160 15 49 150 12 49 3 15 49 2 15 42 2 15
split_gain=0.294623 0.337324 0.192681 0.149828 0.144512 0.115278 0.0893844 0.110981 0.13522 0.0803722 0.0783236 0.0662424 0.0599709 0.0577722 0.0588535 0.0553373 0.048707 0.032168 0.0687634 0.0290023 0.0164438
threshold=0.12051500000000002 -0.42075999999999997 -0.12077499999999998 -0.41971499999999995 -0.15078499999999997 0.14363500000000004 0.092495000000000008 -0.52336499999999997 0.091230000000000019 -0.008964999999999999 -0.045534999999999992 0.088845000000000021 -0.07107999999999999 -0.08095999999999999 0.083185000000000023 0.018515000000000004 0.095415000000000014 -0.061559999999999997 0.093985000000000013 0.088975000000000012 0.097020000000000009
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 -1 4 -2 16 15 7 -4 9 12 -11 -10 -9 19 17 -5 -3 18 -15 -8 -16
right_child=3 2 6 5 -6 -7 13 8 11 10 -12 -13 -14 14 20 -17 -18 -19 -20 -21 -22
leaf_value=-0.0044985562282813729 0.006955198243386842 0.0052425005511091321 0.014303736210592688 -0.0022045481716186305 0.018407939673198179 -0.0086346765037545441 -0.00042828638889720941 0.0071063835182812052 0.0050962027946458511 0.0022204431487949845 0.0085596091870448095 -0.002986832121871244 0.0020096842110014141 0.0016936954003638719 0.010415737515175716 0.0047984486014845213 0.011457197110655046 6.3107096011761967e-05 0.0096946664474120009 0.0040581387567249052 0.0067576663928084566
leaf_weight=75 74 63 59 78 65 53 79 144 61 60 824 54 122 73 58 54 87 52 53 83 102
leaf_count=75 74 63 59 78 65 53 79 144 61 60 824 54 122 73 58 54 87 52 53 83 102
internal_value=0 0.00657115 0.0069792 0.000549852 0.0117542 -0.00200258 0.00641537 0.00714164 0.00680618 0.00735673 0.00813138 0.00128507 0.00477555 0.00448862 0.00574355 0.000646704 0.008859 0.00361984 0.00507344 0.00185922 0.00809495
internal_weight=0 2114 2039 259 215 185 1824 1324 1265 1150 884 115 266 500 338 132 150 178 126 162 160
internal_count=2373 2114 2039 259 215 185 1824 1324 1265 1150 884 115 266 500 338 132 150 178 126 162 160
is_linear=0
shrinkage=0.16829


Tree=8251
num_leaves=28
num_cat=0
split_feature=1 474 12 16 3 52 12 1 12 42 43 15 16 0 3 15 150 3 42 160 157 1 1 52 51 43 15
split_gain=0.24047 0.103395 0.0853563 0.162642 0.156395 0.0987254 0.109958 0.0891076 0.156769 0.152916 0.0867224 0.0806605 0.147819 0.0803919 0.0986309 0.0690955 0.0714605 0.0600757 0.0624167 0.0577812 0.0538359 0.0411633 0.03543 0.0384523 0.0319513 0.0267587 0.0183639
threshold=0.11810000000000001 0.10451000000000001 0.092495000000000008 -0.055679999999999993 -0.12077499999999998 -0.0023449999999999994 0.083865000000000009 0.077300000000000021 0.084115000000000009 0.087905000000000025 -0.069944999999999993 -0.05332499999999999 -0.040964999999999994 -0.10490499999999998 0.13524500000000003 -0.025694999999999999 0.083895000000000011 0.097710000000000005 -0.023464999999999996 -1.0000000180025095e-35 -0.077609999999999985 0.13686500000000004 0.096575000000000008 0.087555000000000008 0.0033150000000000007 0.0035900000000000007 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 15 -7 8 -1 17 11 -4 -13 -2 21 16 -6 18 -9 -12 -17 -15 23 26 25 -10 -21
right_child=13 -3 10 4 5 6 -8 9 24 -11 19 12 -14 14 -16 20 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.012995166727125154 0.0049340432544725168 0.012178543333838204 0.0046023830768413283 0.01573197241306144 0.0062775860233118905 0.016922383901266675 0.0071580283805152542 0.0030972560299479313 0.0046537166535438801 0.0085667568962367983 0.00051939994473454811 0.0037768254124645535 -0.0082290675255702501 0.0029085875501259364 -0.0077215154260016818 0.00087851770805718763 0.013410100527723593 0.0041457107999726805 -0.0039359184967290677 0.0049638842332736539 0.0061745836806751326 -0.0026757410923111602 0.0095958783598912873 0.0076556901476083593 0.0080084176539345752 0.0009343855178847656 0.00096543066807312946
leaf_weight=74 79 65 90 67 169 55 83 52 275 80 64 59 57 96 52 101 53 71 113 78 120 61 66 100 65 70 58
leaf_count=74 79 65 90 67 169 55 83 52 275 80 64 59 57 96 52 101 53 71 113 78 120 61 66 100 65 70 58
internal_value=0 0.00555042 0.00533625 0.00602564 0.0080108 0.00711731 0.0110626 0.00441542 0.00585281 0.00220817 0.00358792 0.000815487 -0.00210713 0.000355827 -0.0013661 0.00588424 0.00798849 4.51017e-05 -0.00170851 0.00514345 0.00376234 0.000727437 0.00611743 0.00513703 0.00455932 0.00390428 0.00327187
internal_weight=0 2085 2020 1448 648 581 138 800 484 316 572 206 116 288 209 443 222 236 165 366 221 157 302 236 410 345 136
internal_count=2373 2085 2020 1448 648 581 138 800 484 316 572 206 116 288 209 443 222 236 165 366 221 157 302 236 410 345 136
is_linear=0
shrinkage=0.16829


Tree=8252
num_leaves=13
num_cat=0
split_feature=4 41 39 42 0 482 150 0 1427 4 157 157
split_gain=0.188833 0.0941588 0.0785234 0.070851 0.100097 0.0692565 0.0779937 0.0673195 0.070093 0.05969 0.0544181 0.0503875
threshold=0.27161500000000005 0.07831500000000001 0.090455000000000021 0.082755000000000009 -0.10490499999999998 0.11117500000000001 0.11156000000000001 -0.14822499999999997 0.082260000000000014 0.0047850000000000011 -0.14210499999999995 -0.083039999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 6 7 9 10 -1 -9 -12
right_child=2 -3 -4 -5 -6 -7 -8 8 -10 -11 11 -13
leaf_value=0.0049722831867918139 0.00038255633176155918 0.010562978550023763 0.0045423053570371906 0.0029879975825933334 -0.0085186400648307511 0.010517041453972448 -0.0013530780903870149 -0.00077190048253106009 0.010200534605828279 0.012663672591254076 0.0085195566493652605 0.0040030905789656115
leaf_weight=66 76 74 79 63 67 52 67 64 54 52 74 1585
leaf_count=66 76 74 79 63 67 52 67 64 54 52 74 1585
internal_value=0 0.00464968 2.52911e-05 -0.00169824 -0.00377537 0.00443152 0.00426931 0.00446905 0.00420854 0.00837693 0.0040197 0.00420563
internal_weight=0 2088 285 206 143 2014 1962 1895 1777 118 1723 1659
internal_count=2373 2088 285 206 143 2014 1962 1895 1777 118 1723 1659
is_linear=0
shrinkage=0.16829


Tree=8253
num_leaves=14
num_cat=0
split_feature=4 13 376 2 1 12 11 457 12 4 4 13 15
split_gain=6.37966 1.63563 0.809245 0.598663 0.465692 0.372607 0.275693 0.241311 0.159701 0.135432 0.0685459 0.0947763 0.0447973
threshold=0.30163500000000004 -0.28558999999999996 0.080200000000000007 0.13752500000000004 0.13554500000000003 0.099815000000000015 0.080705000000000013 0.10259500000000001 0.087805000000000008 0.42953500000000006 0.0015850000000000003 -0.036584999999999993 0.087125000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 9 6 7 8 -3 -2 11 -7 -13
right_child=4 2 -4 -5 -6 10 -8 -9 -10 -11 -12 12 -14
leaf_value=0.00060840393332756853 0.00051980954639070545 0.001155039811977115 0.00075950427093228435 0.00074764934822966263 0.00034073993976395562 0.00090762156754280654 0.0013320293269170303 0.00089027039810445335 0.001085750283583658 0.00071345229356173563 0.00090472656196572863 0.0011525473658507476 0.0010124451607110942
leaf_weight=83 73 800 82 53 100 54 68 52 719 91 83 56 59
leaf_count=83 73 800 82 53 100 54 68 52 719 91 83 56 59
internal_value=0 0.00106339 0.00108201 0.0010956 0.000518995 0.00110533 0.00112365 0.00111461 0.00112227 0.000627472 0.000986057 0.00102579 0.00108098
internal_weight=0 2109 2026 1944 264 1891 1639 1571 1519 164 252 169 115
internal_count=2373 2109 2026 1944 264 1891 1639 1571 1519 164 252 169 115
is_linear=0
shrinkage=0.0032998


Tree=8254
num_leaves=24
num_cat=0
split_feature=1 1 124 2 2 2 41 2 1 1 4 2 51 2 1 16 131 15 13 13 16 1 3
split_gain=15.8354 3.07118 1.15475 1.02386 0.726086 0.479095 0.338379 0.309458 0.3046 0.3017 0.207411 0.167816 0.136222 0.121853 0.121804 0.10608 0.0965575 0.131709 0.0640505 0.035164 0.0198603 0.0191848 0.00889317
threshold=0.10752500000000002 0.12500000000000003 -0.080389999999999989 1.0000000180025095e-35 0.09857500000000001 0.14271500000000001 0.078065000000000009 -0.007134999999999999 0.084035000000000012 0.076010000000000008 0.0053900000000000016 0.12330500000000001 -1.0000000180025095e-35 0.088885000000000006 0.081315000000000012 -0.070454999999999976 0.023795 -1.0000000180025095e-35 -0.016469999999999995 -0.085034999999999986 -0.014149999999999998 0.083555000000000018 -0.067429999999999976
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 3 -1 -2 6 7 8 -3 9 13 16 12 21 19 22 -5 17 -10 -15 -4 -18 -6 -14
right_child=1 5 4 15 11 -7 -8 -9 10 -11 -12 -13 14 18 -16 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0010896138725682162 0.0013194179780733142 0.00045310550325931338 0.0016038610723876567 0.00081154667480816823 0.0014430225156193946 0.00033846541078385168 0.0017747385327507798 0.00078124115117798702 0.0012803429709188894 0.0017977151168350222 0.00124278961979715 0.0011898851444076173 0.0014249815199333105 0.0015203333036221734 0.0012204898409362795 0.0010017971499769107 0.0016002314223368115 0.0014748461163655105 0.0014186154598873164 0.0015441166177282022 0.0014949366033642092 0.0015490935688597543 0.0013537585997714402
leaf_weight=80 98 53 232 92 59 92 61 79 53 53 52 52 99 238 63 53 63 173 115 342 55 53 63
leaf_count=80 98 53 232 92 59 92 61 79 53 53 52 52 99 238 63 53 63 173 115 342 55 53 63
internal_value=0 0.000801088 0.00147928 0.00105815 0.00149633 0.000522062 0.00153077 0.000649757 0.00151993 0.00155162 0.00144144 0.001369 0.00139653 0.00153751 0.00134809 0.000881329 0.00147136 0.00142939 0.0014873 0.00156833 0.00155145 0.00149353 0.0013975
internal_weight=0 467 1906 243 1826 224 1437 132 1376 980 396 389 337 927 225 145 344 226 353 574 118 112 162
internal_count=2373 467 1906 243 1826 224 1437 132 1376 980 396 389 337 927 225 145 344 226 353 574 118 112 162
is_linear=0
shrinkage=0.0032998


Tree=8255
num_leaves=27
num_cat=0
split_feature=3 13 4 0 3 41 4 0 48 133 0 3 16 12 3 3 133 0 3 49 51 0 12 0 12 133
split_gain=0.245067 0.120944 0.179395 0.153222 0.120227 0.0892922 0.0820383 0.0773924 0.076976 0.0813364 0.0763014 0.0747923 0.0617739 0.131352 0.0867839 0.116988 0.0809795 0.0543601 0.046805 0.0446226 0.0722177 0.061393 0.0380499 0.0333506 0.0331083 0.0185241
threshold=-0.049204999999999992 -0.011494999999999998 -0.14538499999999996 -0.084794999999999995 0.09722500000000002 0.08178500000000001 -0.49862999999999996 -0.034179999999999995 0.092680000000000026 0.056015000000000002 -0.10803999999999998 -1.0000000180025095e-35 -0.0101 0.08401500000000002 -0.081084999999999977 -0.083344999999999989 0.083700000000000011 -0.072364999999999985 -0.14818499999999998 0.12001000000000002 -0.26631499999999991 -0.065249999999999989 0.084405000000000022 -0.087284999999999988 0.093105000000000007 -0.021469999999999996
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 7 -3 4 11 6 -1 8 9 10 -2 -4 14 -14 15 18 -17 23 -8 20 -15 -22 -20 25 -25 -16
right_child=1 2 3 -5 -6 -7 12 -9 -10 -11 -12 -13 13 19 17 16 -18 -19 22 -21 21 -23 -24 24 -26 -27
leaf_value=0.012027769542783572 0.0058140610247913675 0.0061743221703019838 -0.0015366292143553465 -0.010783133264541426 -0.0055345921044522139 -0.0014408929514523662 0.010506301292326664 0.0092375327738737738 -0.0030743975163262417 0.009441016148843245 -0.0021756815724206617 0.006882382231485123 -0.0034667750094530296 0.010849576904864093 0.0051892173512145933 0.014208169321337416 0.0065684181157577206 -1.9244838200707177e-05 0.0084970466514370617 9.1977150218408056e-05 0.0055932907116727631 0.00043657937893875964 0.0046164555540973715 0.0041284629076005809 0.0089293506138727417 0.0013667421570113202
leaf_weight=53 68 81 59 55 87 54 57 61 54 57 67 60 62 58 67 97 68 76 90 53 295 85 382 81 86 81
leaf_count=53 68 81 59 55 87 54 57 61 54 57 67 60 62 58 67 97 68 76 90 53 295 85 382 81 86 81
internal_value=0 0.00143485 -0.000737368 -0.00288926 -0.00077295 0.00526942 0.00548477 0.00386057 0.00251996 0.00410273 0.00183547 0.00269315 0.00527197 0.00381543 0.00601267 0.00714569 0.0110706 0.00399704 0.0059181 0.00473864 0.0052968 0.00444454 0.00536021 0.00497176 0.00661153 0.00310933
internal_weight=0 649 342 261 206 1745 1691 307 246 192 135 119 1638 553 1085 694 165 391 529 491 438 380 472 315 167 148
internal_count=2394 649 342 261 206 1745 1691 307 246 192 135 119 1638 553 1085 694 165 391 529 491 438 380 472 315 167 148
is_linear=0
shrinkage=0.16829


Tree=8256
num_leaves=26
num_cat=0
split_feature=4 2 150 2 2 2 4 14 0 0 0 2 12 51 12 4 0 4 0 0 4 0 12 4 12
split_gain=9.60822 3.73363 1.5773 1.40738 1.05282 0.776426 0.39418 0.347093 0.317635 0.265374 0.25307 0.214107 0.146595 0.0991671 0.0938471 0.147794 0.140791 0.11414 0.0696306 0.0668039 0.0592206 0.0399096 0.0713336 0.0390582 0.0159787
threshold=0.30163500000000004 0.10161500000000002 0.081245000000000026 -0.0091949999999999983 0.14019000000000004 0.14271500000000001 -0.072894999999999974 -1.0000000180025095e-35 -0.10185499999999999 -0.064539999999999986 -0.096594999999999986 0.088820000000000024 0.089625000000000024 0.0045000000000000014 0.092755000000000018 -0.47860499999999995 -0.074754999999999988 -0.088784999999999989 -0.11073999999999999 -0.082784999999999984 0.42098500000000005 -0.069824999999999984 0.093765000000000015 -0.01712 0.10070000000000001
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=1 3 5 -1 7 8 10 -2 -3 11 -5 12 13 -8 15 -12 -16 -17 -13 -14 -9 -10 -23 -20 -24
right_child=4 2 -4 6 -6 -7 9 20 21 -11 14 18 19 -15 16 17 -18 -19 23 -21 -22 22 24 -25 -26
leaf_value=0.0005404005523065202 0.00058422784238692745 0.00061510871327492519 0.00025244030306868163 0.0012891924873872176 -0.00012043446842220754 0.00037966816736216904 0.001097115171953823 0.00035837382282781808 0.00079946468240702331 0.00073921727930791829 0.0012424671937056682 0.00081386394918196801 0.00086741976612926238 0.00093785942621714467 0.0010661004524965775 0.00090728722839797263 0.00085817762881556722 0.0010761520738767005 0.0010013409420819306 0.0010103890268711177 0.00021877991969433252 0.00098889909052299265 0.00079406932083802737 0.00091115324025457529 0.00088308762793038798
leaf_weight=71 58 72 84 56 63 53 265 60 81 53 55 62 73 55 90 52 63 414 91 83 79 61 52 180 68
leaf_count=71 58 72 84 56 63 53 265 60 81 53 55 62 73 55 90 52 63 414 91 83 79 61 52 180 68
internal_value=0 0.000922523 0.000662946 0.00099602 0.000250458 0.000751957 0.00101632 0.000369247 0.000810928 0.000968116 0.00107319 0.000983068 0.00102859 0.00106985 0.00105519 0.00107699 0.000980715 0.00105738 0.000917897 0.000943713 0.00027929 0.000864606 0.000893563 0.000941568 0.000844807
internal_weight=0 2134 471 1663 260 387 1592 197 334 862 730 809 476 320 674 521 153 466 333 156 139 262 181 271 120
internal_count=2394 2134 471 1663 260 387 1592 197 334 862 730 809 476 320 674 521 153 466 333 156 139 262 181 271 120
is_linear=0
shrinkage=0.0032998


Tree=8257
num_leaves=21
num_cat=0
split_feature=1 15 4 4 52 15 1186 1 52 12 1429 1 4 39 0 0 13 1213 52 12
split_gain=0.264488 0.154781 0.18741 0.15089 0.0847975 0.0852551 0.0834404 0.0769183 0.089315 0.139294 0.0661806 0.0624479 0.115851 0.0595451 0.0622498 0.0630047 0.0480181 0.137679 0.0392207 0.033971
threshold=0.10396500000000002 -0.015464999999999998 -0.045299999999999993 0.25472500000000003 -0.032354999999999988 -0.084059999999999982 0.049580000000000006 0.10080500000000002 0.10855000000000002 0.083935000000000023 0.084770000000000012 0.081540000000000015 -0.071794999999999984 0.088025000000000006 -0.14032999999999998 -0.064539999999999986 -0.091559999999999989 -1.0000000180025095e-35 -0.079324999999999993 0.08425500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 6 5 18 7 8 10 -10 16 12 -11 14 -6 -16 17 -1 -2 -18
right_child=1 2 -4 -5 13 -7 -8 -9 9 11 -12 -13 -14 -15 15 -17 19 -19 -20 -21
leaf_value=0.015701701552661831 -0.0067314275568902404 0.001485576513542678 -0.011664247638043544 -0.003168050255490093 0.0019546583325567813 0.0044591294510432557 0.011242691858322679 0.011268640288863282 -0.0054787180425024075 -0.0038775566767304368 0.0013961389750249133 0.0090282090110665146 0.0051304294428603271 0.0005154430954864732 0.012677494479800953 0.0045155531195489899 0.0071930858581498499 0.0046127814201467835 -0.0001587674444908013 0.0049908715201243386
leaf_weight=52 52 69 55 60 65 61 67 57 53 56 102 55 144 79 54 55 265 83 52 858
leaf_count=52 52 69 55 60 65 61 67 57 53 56 102 55 144 79 54 55 265 83 52 858
internal_value=0 0.000883753 -0.00433252 0.00511468 0.00243546 -0.000522929 0.005393 0.00516476 0.00495509 0.00235721 0.00554212 0.0039929 0.00259921 0.00437195 0.00611256 0.00857557 0.00587685 0.00889738 -0.00346237 0.00551214
internal_weight=0 542 124 1852 418 165 1792 1725 1668 308 1360 255 200 253 174 109 1258 135 104 1123
internal_count=2394 542 124 1852 418 165 1792 1725 1668 308 1360 255 200 253 174 109 1258 135 104 1123
is_linear=0
shrinkage=0.16829


Tree=8258
num_leaves=27
num_cat=0
split_feature=4 3 4 3 43 12 2 3 2 4 2 402 4 16 16 16 131 1211 43 133 2 159 16 4 4 43
split_gain=10.6906 3.6358 1.77945 1.09789 0.835237 0.468527 0.393363 0.421585 0.328577 0.295341 0.214249 0.18029 0.152862 0.137808 0.130141 0.102259 0.0861735 0.0801844 0.108507 0.0779776 0.0728324 0.0484153 0.0444427 0.0332002 0.0776393 0.0592423
threshold=0.30163500000000004 -0.049204999999999992 -0.38908499999999996 0.11191000000000002 -0.033174999999999989 0.092495000000000008 0.10188000000000001 -0.14818499999999998 0.14019000000000004 0.0047850000000000011 0.10272000000000002 -0.048204999999999991 -0.044024999999999988 -0.4058199999999999 -0.083104999999999984 -0.50690499999999983 0.092620000000000022 0.080280000000000004 0.066010000000000013 0.13370500000000005 0.088885000000000006 -0.065219999999999986 0.092980000000000021 -0.010419999999999997 0.012315000000000001 -0.073404999999999984
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 -3 4 10 6 7 -1 13 -6 -4 16 14 15 -7 -2 -9 18 -13 20 -16 -14 -22 -23 -25 -26
right_child=8 2 3 -5 9 12 -8 11 -10 -11 -12 17 21 -15 19 -17 -18 -19 -20 -21 22 23 -24 24 25 -27
leaf_value=0.0014539811293874433 0.0004055065795163065 0.0012605067982997045 0.00074367231755300778 0.00041235535998426298 0.00080267902375871477 0.0012717467176961603 0.00092946724045312725 0.00095159386463668986 0.00015228699995580093 0.0010925956962508339 0.00046994618749551429 0.0012012338612082145 0.001108049899657837 0.00029039352569158267 0.001022109897573725 0.00058933817750483008 0.0011470860268861867 0.0013254107116894324 0.0010423388300599445 0.0010122601982494757 0.0011204685877431971 0.00091278699838565915 0.0012537871463296356 0.001123149800938529 0.0010492347376125765 0.0008950612042465466
leaf_weight=68 80 80 70 96 65 53 63 52 63 98 58 697 52 58 53 59 54 56 54 102 80 56 53 53 55 66
leaf_count=68 80 80 70 96 65 53 63 52 63 98 58 697 52 58 53 59 54 56 54 102 80 56 53 53 55 66
internal_value=0 0.00106951 0.000811917 0.000719094 0.000820165 0.00114166 0.00118471 0.00120106 0.000360593 0.000977201 0.000619915 0.00118219 0.00106946 0.000427029 0.00111746 0.000483789 0.00105152 0.00119931 0.00118986 0.00108895 0.00113081 0.00101129 0.00117386 0.000989264 0.00101367 0.000965431
internal_weight=0 2134 467 387 291 1667 1044 981 260 163 128 913 623 197 341 139 106 807 751 288 186 282 133 230 174 121
internal_count=2394 2134 467 387 291 1667 1044 981 260 163 128 913 623 197 341 139 106 807 751 288 186 282 133 230 174 121
is_linear=0
shrinkage=0.0032998


Tree=8259
num_leaves=28
num_cat=0
split_feature=12 4 4 3 43 43 3 4 4 12 3 43 43 0 12 16 481 12 43 16 3 4 4 3 43 16 43
split_gain=7.30736 1.47609 1.37814 0.959853 0.427211 0.421309 0.36251 0.219472 0.273082 0.161355 0.269416 0.19033 0.135624 0.166232 0.127158 0.123718 0.1012 0.137197 0.092276 0.0628523 0.0595856 0.0584001 0.0485544 0.0417843 0.0429704 0.0224969 0.0158151
threshold=0.077755000000000005 0.27161500000000005 0.36766000000000004 0.11745500000000002 -0.031974999999999996 -0.085594999999999991 -0.081084999999999977 -0.14538499999999996 0.0030100000000000001 0.092755000000000018 -0.14818499999999998 -0.0019149999999999998 -0.078564999999999982 -0.10324499999999999 0.11769500000000001 -0.067914999999999989 -0.077669999999999989 0.083935000000000023 0.053790000000000011 0.27020000000000005 -0.080564999999999984 -0.068189999999999987 -0.078454999999999983 -0.070494999999999988 -0.0047649999999999993 -0.061784999999999993 0.0011450000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 -1 9 -6 -9 10 -2 16 -3 -14 20 22 -12 -18 -13 -17 -8 26 -11 24 -23 -25 -22
right_child=2 12 -4 -5 7 -7 14 8 -10 15 11 18 13 -15 -16 19 17 -19 -20 -21 21 23 -24 25 -26 -27 -28
leaf_value=0.00076161168481635904 0.001200752032989278 0.0001376117162310733 0.0004193874224152032 0.00031528023982642877 0.00096576225544782305 0.00040684456734701654 0.00078113528083544417 0.00054874085049127651 0.00085018752478331291 0.0010370857913645254 0.00089163568122449988 0.00076659177842215774 0.00043661430051579128 0.00022110259239014701 0.00073721396530446724 0.0007372796928692009 0.001179151010660445 0.0010013553618239248 0.00095894152348531894 0.00089794168132582874 0.00091776752922360764 0.00087624500987719899 0.00089377671052137447 0.00087780565227753304 0.00076324949930664824 0.00098427038996637623 0.00099421957136174889
leaf_weight=66 67 53 58 90 61 83 53 57 80 66 83 63 81 77 68 57 55 498 53 58 81 188 52 52 53 58 83
leaf_count=66 67 53 58 90 61 83 53 57 80 66 83 63 81 77 68 57 55 498 53 58 81 188 52 52 53 58 83
internal_value=0 0.000510155 0.00092062 0.000619658 0.000698502 0.000564226 0.000937821 0.00079937 0.000725025 0.000975713 0.0009979 0.000979779 0.000283197 0.000331809 0.000875089 0.000897576 0.00100252 0.0010191 0.000854779 0.000818616 0.000891533 0.000902826 0.000974231 0.000877566 0.000851542 0.000934262 0.000956675
internal_weight=0 648 1746 437 347 149 1688 198 137 1052 819 752 211 158 636 233 636 553 116 115 568 515 118 351 241 110 164
internal_count=2394 648 1746 437 347 149 1688 198 137 1052 819 752 211 158 636 233 636 553 116 115 568 515 118 351 241 110 164
is_linear=0
shrinkage=0.0032998


Tree=8260
num_leaves=21
num_cat=0
split_feature=4 12 2 2 2 15 4 2 16 15 14 16 52 133 1456 4 1212 12 1455 4
split_gain=10.4813 4.87624 1.24065 2.20232 0.811432 0.66598 0.639684 0.463849 0.395666 0.351328 0.341663 0.249507 0.242821 0.171241 0.175358 0.164104 0.172513 0.069749 0.0519009 0.0501023
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 -0.0050599999999999994 0.12708000000000003 -0.41606999999999994 -0.030434999999999993 0.12051500000000002 0.21684500000000004 -0.09990499999999998 -0.10708499999999999 -0.073494999999999991 -0.45478499999999994 -0.43714999999999993 -1.0000000180025095e-35 0.052250000000000012 0.089995000000000019 0.093765000000000015 -0.065979999999999983 0.18420500000000004
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 2 3 -1 8 10 -5 -7 13 -8 -2 -4 17 -3 18 16 -16 -10 -15 -17
right_child=5 4 11 6 -6 7 9 -9 12 -11 -12 -13 -14 14 15 19 -18 -19 -20 -21
leaf_value=0.0003288762251199622 0.00072473760665983601 0.0013409531147153997 0.00065584654532225303 0.0012615857626405895 0.00074701687467100303 0.00038134024196197273 0.0010832636207821322 -4.3449798455424184e-05 0.0011952592203810901 0.00073847593525060541 0.00039569538553815679 0.000357373635067839 0.00090920346506153423 0.0012031843381030154 0.0011926028704936078 0.00096827444892665549 0.0010682829772494635 0.0010471072124454217 0.0013398371524080735 0.001115658170706747
leaf_weight=63 55 76 52 82 53 59 58 53 79 75 94 76 96 58 928 58 147 74 89 56
leaf_count=63 55 76 52 82 53 59 58 53 79 75 94 76 96 58 928 58 147 74 89 56
internal_value=0 0.00107375 0.000748337 0.000872266 0.00115081 0.000372749 0.00103133 0.000180009 0.00116368 0.000889099 0.00051739 0.000478903 0.00104123 0.00118524 0.00117636 0.00116275 0.00117564 0.00112383 0.00128616 0.00104098
internal_weight=0 2120 406 278 1714 261 215 112 1661 133 149 128 249 1412 1336 1189 1075 153 147 114
internal_count=2381 2120 406 278 1714 261 215 112 1661 133 149 128 249 1412 1336 1189 1075 153 147 114
is_linear=0
shrinkage=0.0032998


Tree=8261
num_leaves=21
num_cat=0
split_feature=12 156 15 1 1 49 155 1429 151 151 1 52 159 480 13 13 13 1 50 48
split_gain=0.228099 0.11473 0.149251 0.184597 0.135067 0.105792 0.0961672 0.0799221 0.0797554 0.0856591 0.0689903 0.0782086 0.0629858 0.109785 0.0712544 0.0678241 0.10272 0.0571454 0.0501857 0.0501785
threshold=0.082530000000000006 0.090500000000000011 -0.025694999999999999 0.085265000000000021 0.104035 -0.047749999999999994 0.11814000000000001 0.087865000000000013 -0.08688499999999999 -0.039414999999999999 0.13630500000000004 -1.0000000180025095e-35 -0.018164999999999997 0.087510000000000018 -0.08151499999999999 -0.117405 -0.091984999999999983 0.080270000000000022 0.096640000000000018 0.081735000000000016
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 2 3 -1 17 19 7 12 -5 -10 11 -11 13 14 -7 -14 -17 -4 -18 -2
right_child=5 -3 4 8 -6 6 -8 -9 9 10 -12 -13 15 -15 -16 16 18 -19 -20 -21
leaf_value=0.011916682210001741 0.0048957563960566148 0.0092533952420490537 -0.0021810956265074727 0.0078180144416241121 -0.008870158722118382 0.016035671726211686 0.00044458474831964186 0.01404027478190387 -0.0044617047213141156 -0.00022733277257288383 -0.0014146725874147881 0.0079377122153464486 0.0011177101964560269 0.0050118371536125765 0.0090392983851254188 0.012894057557936678 0.0070136872046548315 0.0052528820844235597 0.0032482469691654491 -0.0017211700307876816
leaf_weight=71 85 78 61 64 53 77 57 52 59 52 73 90 58 94 93 80 962 56 114 52
leaf_count=71 85 78 61 64 53 77 57 52 59 52 73 90 58 94 93 80 962 56 114 52
internal_value=0 0.0031864 0.00236598 0.0041093 -0.00181767 0.00687748 0.00726537 0.0075183 0.00246397 0.00120683 0.00277074 0.00493504 0.00728763 0.0096595 0.0122188 0.00677035 0.00705241 0.00136169 0.00661642 0.00237111
internal_weight=0 657 579 409 170 1724 1587 1530 338 274 215 142 1478 264 170 1214 1156 117 1076 137
internal_count=2381 657 579 409 170 1724 1587 1530 338 274 215 142 1478 264 170 1214 1156 117 1076 137
is_linear=0
shrinkage=0.16829


Tree=8262
num_leaves=18
num_cat=0
split_feature=2 124 15 15 147 2 151 1429 1213 160 15 42 15 160 1212 403 15
split_gain=3.33533 1.31989 0.819576 0.395928 0.541732 0.346188 0.302533 0.169454 0.278932 0.148984 0.139033 0.110193 0.0900731 0.0741993 0.0631956 0.0783391 0.047777
threshold=0.13733000000000004 -0.043384999999999993 0.079575000000000021 -0.37478999999999996 0.089365000000000014 0.17000000000000001 0.009020000000000002 0.087785000000000016 -0.0096849999999999974 -0.014774999999999998 0.084050000000000014 0.087365000000000012 -0.10312999999999999 0.05259500000000001 1.0000000180025095e-35 -0.091519999999999976 0.101705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 6 -2 7 8 -5 11 -11 -4 -1 14 16 -16 -12
right_child=5 2 9 4 -6 -7 -8 -9 -10 10 13 -13 -14 -15 15 -17 -18
leaf_value=0.00044607776846389556 0.00045064867507493367 0.00057637232013370266 0.0011588914591938804 0.0006009671872444104 0.00048583064591538756 0.00012547965687816244 0.00063227916589754702 0.0010103275625849967 0.00084964746521079505 0.0010669995449805374 0.00092613221719311915 0.00096237835368253644 0.00060846819712779827 0.0010153536169501863 0.00072227233244535384 0.00088214771341550789 0.00081848034450378944
leaf_weight=63 94 81 52 53 52 58 78 67 904 62 347 90 100 59 53 109 59
leaf_count=63 94 81 52 53 52 58 78 67 904 62 347 90 100 59 53 109 59
internal_value=0 0.000832391 0.000854975 0.000800865 0.000816591 0.000326803 0.000832167 0.000847358 0.000835912 0.00093535 0.000914846 0.00103459 0.00054592 0.000899744 0.000887673 0.00083006 0.000910575
internal_weight=0 2229 2066 1235 1154 152 1102 1024 957 831 689 142 163 627 568 162 406
internal_count=2381 2229 2066 1235 1154 152 1102 1024 957 831 689 142 163 627 568 162 406
is_linear=0
shrinkage=0.0032998


Tree=8263
num_leaves=22
num_cat=0
split_feature=1 2 9 0 4 150 1 14 0 16 2 4 13 2 159 52 52 2 49 4 2
split_gain=11.4207 2.79208 1.53686 1.43925 1.05038 0.961278 0.739532 0.59579 0.574392 0.300176 0.272984 0.24838 0.220505 0.200396 0.193423 0.18302 0.308352 0.173712 0.11319 0.107367 0.0600335
threshold=0.10282000000000001 0.13880500000000004 -1.0000000180025095e-35 -0.12118 0.49433000000000005 0.082965000000000025 0.085425000000000015 0.062655000000000016 0.062580000000000011 -0.082264999999999991 0.11215000000000001 0.03851000000000001 -0.079149999999999984 0.09857500000000001 0.081925000000000012 -0.021164999999999996 -0.52606999999999993 0.16730000000000003 0.0016050000000000003 -0.0086449999999999982 0.087610000000000007
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 -2 10 15 7 -7 8 9 13 -4 12 19 18 -14 16 -5 -3 20 -11 -1
right_child=1 17 3 4 -6 6 -8 -9 -10 11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0012451941833268266 0.00017402812662902726 0.00024481945875556963 0.00032796678165532018 0.0011337449718620328 0.00053445782051054493 0.0010955232451604099 0.00067226468213771079 0.0014608153107409324 0.00085315535952499764 0.001166732992123425 0.00062360766671344507 0.00095014954659390313 0.001067489051893769 0.0010580009646933904 0.0012471828447563284 0.0011677652070070101 0.00078847668531193218 -1.6918312046292637e-05 0.0013580019331203657 0.0013051508640762057 0.0011384178021120138
leaf_weight=264 53 56 55 56 58 97 85 66 74 264 92 89 469 75 79 78 59 54 85 87 86
leaf_count=264 53 56 55 56 58 97 85 66 74 264 92 89 469 75 79 78 59 54 85 87 86
internal_value=0 0.000587764 0.000702747 0.000773066 0.000925099 0.00112643 0.000898041 0.00115179 0.00113879 0.00115287 0.000513233 0.00111888 0.00113554 0.00121867 0.00109346 0.00104231 0.000956914 0.00011601 0.00124629 0.00120114 0.00121906
internal_weight=0 561 451 398 251 1820 182 1638 1572 1498 147 988 899 510 548 193 115 110 435 351 350
internal_count=2381 561 451 398 251 1820 182 1638 1572 1498 147 988 899 510 548 193 115 110 435 351 350
is_linear=0
shrinkage=0.0032998


Tree=8264
num_leaves=20
num_cat=0
split_feature=3 1455 12 14 157 15 3 160 3 1212 16 16 3 402 1212 15 16 16 3
split_gain=0.279705 0.166272 0.119508 0.1192 0.0934273 0.0879929 0.0792502 0.0740633 0.0729107 0.0611455 0.0830991 0.102665 0.066711 0.071463 0.065191 0.0593442 0.0428645 0.0147269 0.00904812
threshold=0.25468500000000005 0.078065000000000009 0.083725000000000008 -0.10708499999999999 -0.080299999999999996 -0.0078799999999999981 -0.10175499999999998 -0.014774999999999998 -1.0000000180025095e-35 0.089995000000000019 0.21684500000000004 0.30714500000000006 -0.14906999999999998 0.10803500000000001 0.097595000000000015 0.11754500000000001 0.50597000000000014 -0.07959999999999999 -0.097094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -6 -8 -9 10 12 -12 -4 15 -11 -14 -13 -16 -18
right_child=-2 5 9 4 6 -7 7 8 -10 14 11 16 13 -15 17 -17 18 -19 -20
leaf_value=0.011176004823262647 -0.0024398557860574933 0.015082154082578823 0.013135631156822957 -0.0034414238947138675 -0.0019618687382080059 0.0069408267022325158 0.0099981961372267378 0.0016074966507406971 0.0066212859836359316 -0.00091459288295300074 -0.001834426194285651 0.0093559483988399604 0.0068281570033605866 0.012176822830397652 0.0080697856437048944 0.012375379559852306 0.0056951211601395484 0.0041436354377727275 0.0025541993326065483
leaf_weight=60 102 95 66 53 55 64 66 189 147 54 56 79 923 89 58 59 56 56 54
leaf_count=60 102 95 66 53 55 64 66 189 147 54 56 79 923 89 58 59 56 56 54
internal_value=0 0.00655526 0.00615983 0.00406857 0.00322888 0.0118164 0.00400639 0.00482741 0.00380638 0.00692771 0.00729772 0.00446956 0.00790555 0.00758158 0.00387323 0.00716327 0.00634691 0.00615691 0.00416955
internal_weight=0 2279 2120 570 510 159 457 402 336 1550 1382 245 1137 1071 168 982 189 114 110
internal_count=2381 2279 2120 570 510 159 457 402 336 1550 1382 245 1137 1071 168 982 189 114 110
is_linear=0
shrinkage=0.16829


Tree=8265
num_leaves=30
num_cat=0
split_feature=12 2 13 150 2 2 12 2 2 52 2 13 2 52 47 12 12 12 42 2 50 2 42 2 13 403 2 52 13
split_gain=9.97509 2.17919 1.48043 0.785024 0.667647 0.534612 0.518852 0.363636 0.57446 0.352601 0.320444 0.288118 0.198186 0.201707 0.129086 0.126991 0.128 0.121931 0.110254 0.0996429 0.163863 0.146474 0.126975 0.0683605 0.0647014 0.0570281 0.0444453 0.0238821 0.0126057
threshold=0.054520000000000006 0.13388500000000003 -0.00038499999999999998 1.0000000180025095e-35 0.11657500000000001 0.14271500000000001 0.092495000000000008 -1.0000000180025095e-35 0.10559 0.11916 0.087610000000000007 -0.088854999999999976 0.10188000000000001 -0.0065299999999999993 0.096850000000000006 0.083995000000000014 0.083310000000000009 0.090715000000000018 -0.097494999999999984 0.083365000000000009 0.089685000000000015 0.095195000000000016 -0.053844999999999997 0.11736500000000001 -0.085164999999999977 -0.016149999999999994 0.092155000000000015 -0.040589999999999994 -0.013149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 12 7 9 -1 -9 10 15 -12 13 -4 18 16 -2 25 -8 20 -20 28 -23 -10 -11 -17 27 -13 -21
right_child=1 -3 3 -5 -6 -7 14 8 23 24 11 26 -14 -15 -16 17 -18 -19 19 21 -22 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00071964133773179243 0.0015718512503508568 0.00080242521035389527 0.0013927534530049125 0.00084529295831470676 0.00090997148425543066 0.00054970309877155573 0.0015676702544879073 0.0012437126057647642 0.00074948261134345773 0.0014627029186881429 0.0012541272374635558 0.0016093309397167202 0.0015058841697417268 0.0011285985002411323 0.0012768310944117145 0.0015053458634501262 0.0017995275069000219 0.0017293039313841742 0.0012226864088601211 0.001585157998336126 0.0014679345688072924 0.001252320002534568 0.0014337968008384025 0.00092360903591716934 0.0013032997274702823 0.0015881507468612443 0.0014423163980088458 0.0015135230597822338 0.0014918529236569535
leaf_weight=91 53 53 65 75 54 64 58 59 54 52 59 59 52 66 77 184 65 52 74 58 54 58 200 52 80 253 82 126 55
leaf_count=91 53 53 65 75 54 64 58 59 54 52 59 59 52 66 77 184 65 52 74 58 54 58 200 52 80 253 82 126 55
internal_value=0 0.00146279 0.000978991 0.00114102 0.00123446 0.0008209 0.00148336 0.000888562 0.000981511 0.00152825 0.00155111 0.00146633 0.00133002 0.00125994 0.00140792 0.00159659 0.00169756 0.00157215 0.00142598 0.00140944 0.00132643 0.00143798 0.00139314 0.000835236 0.00136636 0.00155337 0.00151309 0.00154427 0.00154006
internal_weight=0 1752 632 312 237 320 1699 256 165 1065 933 326 183 131 634 607 118 489 557 499 128 371 258 106 132 437 267 185 113
internal_count=2384 1752 632 312 237 320 1699 256 165 1065 933 326 183 131 634 607 118 489 557 499 128 371 258 106 132 437 267 185 113
is_linear=0
shrinkage=0.0032998


Tree=8266
num_leaves=19
num_cat=0
split_feature=1 155 4 39 2 2 14 3 2 2 15 14 4 3 3 160 0 15
split_gain=5.95373 1.29102 0.931022 0.751517 0.647804 0.701485 0.486685 0.430674 0.301681 0.271568 0.476072 0.211073 0.153753 0.134488 0.287157 0.104436 0.0631876 0.0457226
threshold=0.10141500000000002 0.089885000000000007 0.59999500000000017 0.081875000000000017 0.10045500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091170000000000015 0.11342000000000001 0.14461000000000004 -0.091734999999999983 0.062655000000000016 0.098655000000000007 -0.081324999999999995 -0.080669999999999978 -0.23114999999999997 -0.060199999999999997 -0.064999999999999988
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 -2 -6 8 11 10 -8 12 13 15 -15 -1 -10 -7
right_child=1 -3 -4 -5 6 17 9 -9 16 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00081941712196249307 0.00042021649110440937 0.00094020408015745981 4.1042645536383264e-05 0.00055176167300130432 0.00062646278047960048 0.00090104361153205375 0.00017807944039703044 0.00068195181701753238 0.00083158238362594208 0.00012566179789020869 0.0005446914626166617 0.0011171210155471957 0.00078106437566840994 0.00065088580954395165 0.00091245147810839532 0.00096519966966351835 0.00066743275954329179 0.00075682512222547055
leaf_weight=61 80 68 53 69 80 54 66 91 54 56 94 64 84 52 450 799 56 53
leaf_count=61 80 68 53 69 80 54 66 91 54 56 94 64 84 52 450 799 56 53
internal_value=0 0.000511399 0.000456932 0.000890709 0.000502495 0.000654844 0.000406128 0.000904357 0.000916828 0.00032436 0.000393684 0.000929079 0.000920732 0.00092932 0.000885427 0.0009549 0.000748336 0.000829938
internal_weight=0 604 536 1780 483 187 296 1711 1620 216 160 1510 1446 1362 502 860 110 107
internal_count=2384 604 536 1780 483 187 296 1711 1620 216 160 1510 1446 1362 502 860 110 107
is_linear=0
shrinkage=0.0032998


Tree=8267
num_leaves=22
num_cat=0
split_feature=9 1 155 43 159 51 133 12 159 159 49 2 2 12 2 52 12 43 13 401 403
split_gain=0.256678 0.149273 0.200905 0.138562 0.109771 0.0880508 0.0939529 0.0838209 0.0831761 0.1057 0.0790471 0.0659183 0.0524915 0.094845 0.16048 0.0881217 0.134284 0.131978 0.0655678 0.051752 0.0494163
threshold=-1.0000000180025095e-35 0.098370000000000027 0.10158500000000002 -0.116045 0.10684 0.11394000000000001 -1.0000000180025095e-35 0.11721500000000001 0.081925000000000012 0.11320500000000001 -0.062709999999999974 0.090000000000000011 0.087610000000000007 0.083995000000000014 0.09678500000000001 0.11614000000000001 0.083995000000000014 -0.078564999999999982 -0.096444999999999989 0.080710000000000018 -0.016149999999999994
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 7 3 -3 5 6 -5 8 12 11 -8 -10 15 14 -14 16 17 -2 -15 -20 -18
right_child=1 2 -4 4 -6 -7 10 -9 9 -11 -12 -13 13 18 -16 -17 20 -19 19 -21 -22
leaf_value=-0.0030764942761155227 0.0070694506639636346 0.010572223328123197 0.013238032770981368 -0.0059926880293385059 0.0091811764113977207 0.0072191668541651995 0.0066976374830307788 0.00076195143527689327 0.01586387428234981 0.0048704186186653894 -5.5540738819612979e-05 0.0088222570796214587 -0.003921950817533301 0.012776623632646403 0.0083472278800051387 0.0024933812225227162 0.0057840810242189367 0.017684641062877964 0.0070132780101486627 0.00138706930900829 0.0091124279304730608
leaf_weight=79 56 64 64 58 56 59 63 52 95 64 220 65 64 52 57 70 243 84 493 52 274
leaf_count=79 56 64 64 58 56 59 63 52 95 64 220 65 64 52 57 70 243 84 493 52 274
internal_value=0 0.00666386 0.00433165 0.00323202 0.00219788 0.00121573 0.000171739 0.00745423 0.00766166 0.0106956 0.00144147 0.0130144 0.0071901 0.00615939 0.0018429 0.00820558 0.00881146 0.0134514 0.00703124 0.00647976 0.00755152
internal_weight=0 2305 584 520 456 400 341 1721 1669 224 283 160 1445 718 121 727 657 140 597 545 517
internal_count=2384 2305 584 520 456 400 341 1721 1669 224 283 160 1445 718 121 727 657 140 597 545 517
is_linear=0
shrinkage=0.16829


Tree=8268
num_leaves=28
num_cat=0
split_feature=4 2 2 376 40 3 14 1 52 1 42 42 3 1 42 1 42 4 52 2 128 15 4 1 403 4 4
split_gain=5.07945 1.68063 0.663915 0.479464 0.413931 0.384491 0.367869 0.32665 0.240696 0.262024 0.158379 0.133454 0.111581 0.108435 0.204043 0.123824 0.0984486 0.0824173 0.0669532 0.0603644 0.0491687 0.0434406 0.0384139 0.0365872 0.029344 0.0531556 0.0213577
threshold=0.30163500000000004 0.10000000000000002 0.14823500000000003 0.048375000000000008 -0.026419999999999996 -0.11756999999999999 -0.42214499999999994 0.13662500000000002 0.11667000000000001 0.10354000000000001 0.077855000000000021 -1.0000000180025095e-35 0.0025650000000000004 0.089405000000000012 0.083120000000000013 1.0000000180025095e-35 0.094725000000000018 -0.063379999999999978 0.11916 0.084305000000000005 0.10091000000000001 -0.071614999999999984 -0.08347499999999998 0.085345000000000018 -1.0000000180025095e-35 -0.017574999999999997 -0.084904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 10 -2 12 9 16 -1 19 -8 15 -15 18 17 -6 -13 20 22 -16 -7 -17 26 -26 -21
right_child=6 2 -4 -5 8 11 7 -9 -10 -11 -12 13 -14 14 21 23 -18 -19 -20 24 -22 -23 -24 -25 25 -27 -28
leaf_value=0.00092926744050753855 0.00054242545560196384 0.00042550293152025651 0.00029756361466967907 0.00055086642777832178 0.00081127851131096397 0.00092982411349950742 0.00024532930327478275 4.6622259870824704e-05 0.00089174182723821894 0.00053954502204063754 0.001169512071697968 0.00084476887113489314 0.00044229981289745161 0.00060662197781713261 0.00090529830186836127 0.0010112893901673171 0.0008637788821797695 0.0006465371614458249 0.00074444806603420391 0.00088389650116386584 0.00086783772795415214 0.00079149543099258941 0.0010603664246444855 0.00089438641026560442 0.00096923836465929482 0.00082290661882658924 0.00079354750427272289
leaf_weight=66 56 61 56 55 52 61 71 65 73 101 59 493 58 64 56 55 58 106 93 62 60 153 54 89 71 52 84
leaf_count=66 56 61 56 55 52 61 71 65 73 101 59 493 58 64 56 55 58 106 93 62 60 153 54 89 71 52 84
internal_value=0 0.000803717 0.000637555 0.000855474 0.000679693 0.000866109 0.000306335 0.000238003 0.000719361 0.000679553 0.00104294 0.000850808 0.000334163 0.000829269 0.000771757 0.000850728 0.000744857 0.000700979 0.000828908 0.000899386 0.000949256 0.000822157 0.000991429 0.000939282 0.000866812 0.000907661 0.000832156
internal_weight=0 2134 507 1627 451 1572 250 194 390 317 125 1447 129 1003 273 730 216 158 586 444 175 209 115 144 269 123 146
internal_count=2384 2134 507 1627 451 1572 250 194 390 317 125 1447 129 1003 273 730 216 158 586 444 175 209 115 144 269 123 146
is_linear=0
shrinkage=0.0032998


Tree=8269
num_leaves=22
num_cat=0
split_feature=4 14 16 41 13 16 4 1 1 47 159 133 0 475 474 16 159 4 4 0 13
split_gain=0.309895 0.15398 0.175265 0.0754398 0.106056 0.074756 0.0945298 0.162924 0.107794 0.225766 0.0906602 0.087917 0.0827408 0.0712865 0.0587637 0.0496457 0.0495348 0.0652012 0.0392007 0.0241677 0.023437
threshold=0.27161500000000005 -0.42214499999999994 -0.43370499999999995 0.075585000000000013 -0.08866499999999998 -0.14839499999999997 -0.052894999999999991 0.10638500000000002 0.10141500000000002 0.083875000000000019 -0.16310999999999995 -0.020484999999999996 -0.082234999999999989 -0.034084999999999997 0.088820000000000024 -0.50790499999999994 0.012830000000000003 -0.072894999999999974 -0.081214999999999996 -0.095104999999999981 -0.097519999999999982
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 15 4 16 19 7 11 10 -10 -8 12 -7 -13 -12 -3 17 18 -1 -6 -19
right_child=1 2 -4 -5 5 6 8 -9 9 -11 14 13 -14 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.0045336216229907977 0.0081647136383541548 -0.0013391202572490761 -0.010069224833907665 0.011164512342622605 0.013177600133406018 0.014461346356187194 -0.00047433511854366961 0.016803179361430848 -0.0045256175809674894 0.0076301724429833307 0.0073832392374972048 0.012028992355008717 0.0071948068474829195 0.0054528178595732576 0.0023723657034200574 0.0047290086176579203 -0.0013719797576278198 0.0093524121278609155 -0.0019569129797367439 0.0081374675771385858 0.0044474336558123122
leaf_weight=52 57 94 53 94 63 79 53 53 88 85 531 52 105 510 77 64 54 61 53 52 54
leaf_count=52 57 94 53 94 63 79 53 53 88 85 531 52 105 510 77 64 54 61 53 52 54
internal_value=0 0.000398143 -0.00169142 0.0064796 0.00626092 0.00674438 0.00644963 0.00776233 0.00518986 0.0014365 0.00616949 0.00711761 0.0103244 0.00606449 0.00675159 0.00110749 0.00317009 0.00429312 0.00124034 0.0109142 0.00706483
internal_weight=0 268 211 2116 2022 1748 1633 799 834 173 661 746 184 562 608 158 274 220 105 115 115
internal_count=2384 268 211 2116 2022 1748 1633 799 834 173 661 746 184 562 608 158 274 220 105 115 115
is_linear=0
shrinkage=0.16829


Tree=8270
num_leaves=23
num_cat=0
split_feature=15 43 481 4 4 43 474 43 4 1375 1455 155 475 484 157 13 1210 43 4 15 43 43
split_gain=0.122978 0.155195 0.12622 0.0962497 0.0717294 0.0664059 0.0649577 0.0591546 0.0581534 0.0546657 0.0582732 0.0460062 0.0443463 0.0438733 0.0865098 0.0367945 0.0408689 0.033971 0.0273701 0.0590734 0.0354014 0.0223124
threshold=0.0056700000000000006 -0.12584499999999996 -0.083994999999999986 -0.11205499999999999 -0.012889999999999999 -0.09583499999999999 0.081755000000000008 0.065040000000000014 0.51400500000000016 -0.080114999999999978 0.079300000000000009 0.11814000000000001 -0.085719999999999977 0.085815000000000016 -0.079969999999999986 -0.088854999999999976 -1.0000000180025095e-35 0.22924500000000003 -0.077889999999999987 0.11354000000000002 -0.0094899999999999984 -0.041534999999999996
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 4 -2 -4 -1 -3 8 15 9 -7 11 -11 -8 14 -14 -5 21 -9 20 -20 -18 -17
right_child=2 5 3 7 -6 6 12 17 -10 10 -12 -13 13 -15 -16 16 18 -19 19 -21 -22 -23
leaf_value=-0.006295556288317833 -0.00045417412453210523 0.010234954996920268 0.012584976131870807 0.010115215392811957 0.0017148936594748006 -0.001311288307590456 0.010374757640464598 -0.00022018975736632358 -0.0016995438718385603 0.0049813769176399528 -0.00040350614859369934 -2.9305016203936259e-05 0.010957673452816265 0.0019333511413343032 0.0022318502845530574 0.006518131451863465 0.0077824272053689195 0.0057757217828661367 0.011709253675670845 0.0053356137179913074 0.0037350542493371462 0.0019828096228423422
leaf_weight=54 69 55 80 95 76 53 66 54 55 748 70 55 74 72 58 53 157 52 97 74 104 77
leaf_count=54 69 55 80 95 76 53 66 54 55 748 70 55 74 72 58 53 157 52 97 74 104 77
internal_value=0 0.00393634 0.00644155 0.0070081 -0.0015987 0.00448867 0.0042346 0.00642101 0.00359435 0.00391072 0.0042298 0.00463594 0.00655422 0.00530936 0.00713721 0.00701793 0.00649117 0.00270425 0.00728312 0.00896158 0.00617656 0.00384565
internal_weight=0 1436 912 843 130 1306 1251 763 981 926 873 803 270 204 132 657 562 106 432 171 261 130
internal_count=2348 1436 912 843 130 1306 1251 763 981 926 873 803 270 204 132 657 562 106 432 171 261 130
is_linear=0
shrinkage=0.16829


Tree=8271
num_leaves=12
num_cat=0
split_feature=2 49 3 11 14 15 160 156 133 2 4
split_gain=0.192059 0.182737 0.1021 0.0892469 0.0750185 0.0608065 0.0586469 0.0748029 0.0575892 0.0458518 0.0201886
threshold=0.13631000000000001 -0.16200999999999996 0.11745500000000002 0.090920000000000015 0.062655000000000016 0.11754500000000001 -0.12602499999999997 0.087205000000000019 0.0024650000000000006 0.064660000000000009 0.15484000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 -8 10 -3 -2
right_child=8 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.014278974785162258 -0.0011821979748398751 -0.0025599589508047125 -0.0009481717680366198 -0.0017987607790834628 0.010548016925722735 0.0099186753549760573 0.0051518143151724699 0.001720225834886609 0.0030464918271321658 0.0031210291963797284 -0.005782109764555698
leaf_weight=53 52 52 101 61 61 58 1415 208 54 174 59
leaf_count=53 52 52 101 61 61 58 1415 208 54 174 59
internal_value=0 0.00450351 0.00425943 0.00451954 0.00471629 0.00452881 0.00435877 0.00471314 -0.00144308 0.00180595 -0.00364338
internal_weight=0 2183 2130 2029 1968 1907 1849 1623 165 226 111
internal_count=2348 2183 2130 2029 1968 1907 1849 1623 165 226 111
is_linear=0
shrinkage=0.16829


Tree=8272
num_leaves=17
num_cat=0
split_feature=3 12 2 43 14 2 13 150 3 12 124 12 13 2 3 3
split_gain=5.05109 2.94348 1.53854 1.05574 0.905741 0.38803 0.367732 0.330523 0.270524 0.173422 0.135618 0.122378 0.109532 0.108339 0.0918085 0.0764616
threshold=0.11745500000000002 -0.016554999999999997 0.11461500000000001 -0.049364999999999992 0.062655000000000016 0.14271500000000001 0.049530000000000012 0.11156000000000001 -0.15500999999999998 0.10005000000000001 -0.08645499999999999 -0.084509999999999988 -0.041999999999999989 0.087610000000000007 0.30112000000000005 -0.073629999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 7 14 15 8 -3 13 -1 -12 -11 -10 -2 -4
right_child=5 2 6 -5 -6 -7 -8 -9 9 12 11 -13 -14 -15 -16 -17
leaf_value=0.00059428995666208236 0.00054252056856512901 0.00081120710359538757 0.00068732610015422501 0.00096272342052254438 0.0013686825976071328 0.00012144228427892075 0.00044237454826799989 0.00074186374053117083 0.0010441237728824673 0.00078147482158883114 0.00030862988946431751 0.00051813534034088489 0.00096179656888849968 0.00098184311389185042 0.00035527280652514784 0.0008579726833717712
leaf_weight=63 62 84 59 63 71 57 52 59 806 54 68 57 136 538 56 63
leaf_count=63 62 84 59 63 71 57 52 59 806 54 68 57 136 538 56 63
internal_value=0 0.00092893 0.000972847 0.000592502 0.00100234 0.000345853 0.000676313 0.000986814 0.000995724 0.00100581 0.000468251 0.000404446 0.000910733 0.00101922 0.000453956 0.000775736
internal_weight=0 2173 1922 251 1748 175 174 1677 1618 1534 188 125 190 1344 118 122
internal_count=2348 2173 1922 251 1748 175 174 1677 1618 1534 188 125 190 1344 118 122
is_linear=0
shrinkage=0.0032998


Tree=8273
num_leaves=10
num_cat=0
split_feature=12 1456 483 34 1213 483 0 1429 15
split_gain=0.127198 0.0503617 0.0564149 0.0570172 0.0578189 0.0490783 0.0443918 0.0440645 0.0449446
threshold=-0.092124999999999985 0.088395000000000015 -0.095689999999999983 -1.0000000180025095e-35 0.10050000000000002 -0.067254999999999995 -0.088634999999999992 -0.08262499999999999 0.0056700000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 -1 -7 -9
right_child=1 -3 3 4 -6 7 -8 8 -10
leaf_value=0.0015901181267751732 0.0090802614335753744 0.00070651250335873009 0.0089297875286194154 -0.0009622790919772313 0.0084938419101032725 0.0090154253274098185 -0.0045194862462120018 0.0032841769587568545 0.005015048603209428
leaf_weight=84 76 102 76 54 86 52 56 1019 743
leaf_count=84 76 102 76 54 86 52 56 1019 743
internal_value=0 0.00437947 0.00455651 0.00438627 0.00420863 0.00401038 -0.000840891 0.0041594 0.00401507
internal_weight=0 2208 2106 2030 1954 1868 140 1814 1762
internal_count=2348 2208 2106 2030 1954 1868 140 1814 1762
is_linear=0
shrinkage=0.16829


Tree=8274
num_leaves=17
num_cat=0
split_feature=4 2 2 3 2 2 4 0 16 16 0 0 52 16 159 15
split_gain=6.22909 1.50756 0.804109 0.740781 0.579288 0.361572 0.279976 0.294059 0.200436 0.192983 0.176379 0.332642 0.151164 0.149271 0.136288 0.0488622
threshold=0.30163500000000004 0.10859000000000001 -0.0050599999999999994 0.11745500000000002 0.14530500000000005 0.13290500000000002 -0.26545999999999997 -0.061994999999999995 -0.067914999999999989 -0.42372999999999994 -0.15503499999999998 -0.14097999999999997 -0.11592499999999999 0.25155500000000003 -0.43267499999999998 -0.2987999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 8 12 10 -3 15 -8 -12 -4 -10 -13 -2
right_child=4 3 6 -5 -6 -7 7 -9 13 -11 11 14 -14 -15 -16 -17
leaf_value=0.00057865562223766371 0.00054448047297259096 0.00098514961075145836 0.00094516477400606277 0.00036250236308563773 0 0.00050479207621619449 0.0010523099778375303 0.00068679635334714781 0.00060372610376882693 0.0002487024280945996 0.00069447571091045773 0.00076836429941734444 0.0011901029545419504 0.00082861486520158527 0.00092324309737967054 0.00040790814656092237
leaf_weight=82 54 52 55 74 53 56 95 67 54 69 80 68 60 86 1274 69
leaf_count=82 54 52 55 74 53 56 95 67 54 69 80 68 60 86 1274 69
internal_value=0 0.000861364 0.000898984 0.000653181 0.000305169 0.000739774 0.000914423 0.000902869 0.000808127 0.000389472 0.000912389 0.000903016 0.00107326 0.000742124 0.000915422 0.000468153
internal_weight=0 2103 1781 322 245 248 1699 1584 192 192 1517 1422 115 140 1342 123
internal_count=2348 2103 1781 322 245 248 1699 1584 192 192 1517 1422 115 140 1342 123
is_linear=0
shrinkage=0.0032998


Tree=8275
num_leaves=25
num_cat=0
split_feature=1 2 52 2 52 1 12 2 2 52 16 16 475 51 2 43 16 2 43 52 0 52 43 0
split_gain=7.91493 1.54184 0.976552 0.923958 0.563954 0.483041 0.440077 0.371469 0.973745 0.273377 0.555939 0.319119 0.26871 0.169286 0.174795 0.178371 0.155081 0.139631 0.126127 0.19442 0.0984423 0.128467 0.100684 0.0507578
threshold=0.10491000000000002 0.14721500000000001 -0.40809499999999993 0.099450000000000024 0.12371000000000001 0.092900000000000024 0.088395000000000015 -1.0000000180025095e-35 0.10527500000000002 0.044705000000000002 0.25761500000000009 -0.072534999999999988 -0.087159999999999987 0.097530000000000019 0.090225000000000014 -0.11990999999999997 -0.11180499999999999 0.106285 -0.00013499999999999997 -1.0000000180025095e-35 -0.085309999999999983 0.10539000000000001 -0.019324999999999998 -0.052984999999999997
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 -2 5 7 12 -7 -4 -9 10 17 -11 -1 14 15 -14 -17 -5 -10 -20 22 -22 -16 -12
right_child=1 -3 4 9 -6 6 -8 8 18 11 23 -13 13 -15 20 16 -18 -19 19 -21 21 -23 -24 -25
leaf_value=0.00088469982490103558 0.0010957301916272705 0.00020437575783069454 0.0003535779824476214 0.00078569682997140368 0.00088583519243894972 0.00067160460968752227 0.0010490345789900995 0.0010216868971250519 0.00038251095339502403 0.0011951049825243891 0.00091925715150321453 0.00088408968126377273 0.0012837865105554778 0.0012694196520854899 0.0012360717599833935 0.001299049979972574 0.001111441178115218 0.00054872307757454193 0.0007082446420710012 0.00043888312395963156 0.00094266868646212393 0.0011380451059551538 0.0010263321395527071 0.0010653530985963138
leaf_weight=53 54 90 74 59 71 52 99 52 60 67 53 81 89 89 52 54 719 53 58 61 134 54 55 65
leaf_count=53 54 90 74 59 71 52 99 52 60 67 53 81 89 89 52 54 719 53 58 61 134 54 55 65
internal_value=0 0.000597687 0.000679926 0.00105926 0.000620116 0.00109726 0.000919292 0.000558145 0.000623524 0.000913403 0.00084136 0.00102513 0.00111792 0.00112781 0.00111689 0.00114107 0.00112459 0.000673872 0.00050766 0.000570465 0.00104611 0.000998975 0.00112859 0.00100003
internal_weight=0 520 430 1828 376 1450 151 305 231 378 230 148 1299 1246 1157 862 773 112 179 119 295 188 107 118
internal_count=2348 520 430 1828 376 1450 151 305 231 378 230 148 1299 1246 1157 862 773 112 179 119 295 188 107 118
is_linear=0
shrinkage=0.0032998


Tree=8276
num_leaves=18
num_cat=0
split_feature=1 2 14 16 2 123 2 2 1 4 1213 4 4 4 43 16 16
split_gain=10.2957 1.64231 1.50652 1.47827 1.35066 1.0272 0.533171 0.393278 0.300994 0.293245 0.219259 0.198172 0.299188 0.149639 0.113746 0.159486 0.0906761
threshold=0.10915500000000002 0.11067500000000001 0.062655000000000016 -0.51433499999999988 -1.0000000180025095e-35 1.0000000180025095e-35 0.17000000000000001 0.090000000000000011 0.095805000000000015 0.0099250000000000015 -0.12077499999999998 -0.11205499999999999 -0.0072499999999999995 0.45363500000000007 -0.034884999999999992 -0.031434999999999998 0.062910000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 7 9 10 11 -3 -5 -9 -13 -11 16 -16 -12
right_child=1 6 -4 5 -6 -7 -8 8 -10 13 14 12 -14 -15 15 -17 -18
leaf_value=0.00058502272784539207 0.00051345275985456031 0.00069772105075105592 0.0016327170865421791 0.0010261679657055395 0.0010985445893981532 0.00079092377622232526 0.0001209963047777706 0.000924360803128704 0.0012871454320465426 0.0002994821966545865 0.0012060784707541941 0.0011780183146704838 0.0010201849623230016 0.00051464528053165313 0.0012218382361812161 0.0013621758610472192 0.0010691985888029634
leaf_weight=52 79 56 69 68 95 83 53 79 91 67 427 287 251 77 317 131 66
leaf_count=52 79 56 69 68 95 83 53 79 91 67 427 287 251 77 317 131 66
internal_value=0 0.000586133 0.0011528 0.0011349 0.000833102 0.00115077 0.000416142 0.00116814 0.00110794 0.000494179 0.00121036 0.00108145 0.00110445 0.000414779 0.00122363 0.00126295 0.00118783
internal_weight=0 427 1921 1852 174 1800 253 1717 708 200 1009 617 538 144 941 448 493
internal_count=2348 427 1921 1852 174 1800 253 1717 708 200 1009 617 538 144 941 448 493
is_linear=0
shrinkage=0.0032998


Tree=8277
num_leaves=23
num_cat=0
split_feature=4 123 3 15 15 50 12 15 15 12 13 4 12 16 12 13 4 133 475 4 12 160
split_gain=9.63049 3.35184 2.31367 0.904417 0.604467 0.507424 0.502545 0.469323 0.447456 0.651185 0.388524 0.369329 0.273523 0.271952 0.238421 0.185816 0.156843 0.138421 0.0658059 0.046591 0.0455501 0.0368575
threshold=0.30163500000000004 1.0000000180025095e-35 0.17646500000000004 -0.41606999999999994 0.079575000000000021 1.0000000180025095e-35 0.082295000000000021 0.12341000000000001 -0.12291999999999999 0.083370000000000014 -1.0000000180025095e-35 -0.086179999999999993 0.086505000000000012 0.15454000000000004 0.08870500000000002 -0.012549999999999997 0.41696500000000003 0.024130000000000002 -0.029109999999999997 -0.0090299999999999981 0.088965000000000002 -1.0000000180025095e-35
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 2 4 10 5 8 -6 11 21 13 -2 20 -11 -10 18 -3 -5 -13 -7 -16 -8 -1
right_child=3 15 -4 16 6 14 7 -9 9 12 -12 17 -14 -15 19 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0012529894624327819 0.00038331251752200829 0.0006608850457774175 0.00040089353559492012 0.00024594265394818577 0.0014664135866904562 0.0011871374317246228 0.0013629042871993447 0.00084697059784529221 0.0007083490210758772 0.0011695721499759913 0.00072784508043173828 0.0011590456337963646 0.00098556224422684377 0.00097965040654207267 0.001134134035231675 0.00041345368120726311 -9.7243714484694665e-06 0.0010480975391557379 0.001344042005560614 0.00098961930778513089 0.0012289473262685053 0.0011272941605497094
leaf_weight=54 92 64 55 52 54 64 86 58 125 115 59 369 416 61 52 71 52 198 67 60 53 71
leaf_count=54 92 64 55 52 54 64 86 58 125 115 59 369 416 61 52 71 52 198 67 60 53 71
internal_value=0 0.00103444 0.00106913 0.000355005 0.00108842 0.00103704 0.00115653 0.00113458 0.000998423 0.000966391 0.000518165 0.00115816 0.00102548 0.000797514 0.00117072 0.000531015 0.00011777 0.00112036 0.00126766 0.00105703 0.00131208 0.00118188
internal_weight=0 2093 1958 255 1903 1085 818 764 842 717 151 706 531 186 243 135 104 567 131 112 139 125
internal_count=2348 2093 1958 255 1903 1085 818 764 842 717 151 706 531 186 243 135 104 567 131 112 139 125
is_linear=0
shrinkage=0.0032998


Tree=8278
num_leaves=20
num_cat=0
split_feature=2 2 2 2 0 0 30 0 475 13 14 0 1213 0 2 1446 2 0 2
split_gain=5.58833 2.25536 1.31277 0.93959 0.515799 0.429806 0.428256 0.246746 0.207266 0.205469 0.196364 0.251193 0.162051 0.162777 0.11161 0.103008 0.0695757 0.103781 0.0287863
threshold=0.11891500000000001 -1.0000000180025095e-35 0.17000000000000001 0.09857500000000001 -0.081854999999999997 -0.13740499999999997 0.085875000000000021 -0.18560999999999997 -0.072689999999999991 -0.070529999999999995 0.062655000000000016 -0.11471499999999998 -0.10863999999999999 -0.061994999999999995 0.08673500000000002 0.091555000000000011 0.10387 -0.052239999999999988 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 10 -2 7 -1 -5 -7 -6 11 -3 -13 15 -15 -14 -10 18 -18
right_child=2 3 -4 5 9 8 -8 -9 16 -11 -12 12 13 14 -16 -17 17 -19 -20
leaf_value=0.00062887067388261726 0.00030211622281442403 0.00079101573391238947 -4.5596486096561991e-05 0.00078751409220084083 0.00047172381179450267 0.0010224665232772526 0.00025435710847716326 0.00048571680929218635 0.00071390587950198375 0.00072993246846865122 0.0011489164857814201 0.00083431075232091639 0.00097920174894380548 0.00073885956691809517 0.00095526520661426732 0.00113280384702697 0.00084068626773559421 0.0009639788895833319 0.00073158387643799364
leaf_weight=91 83 101 58 53 56 62 53 69 69 88 59 101 1064 53 56 53 63 55 61
leaf_count=91 83 101 58 53 56 62 53 69 69 88 59 101 1064 53 56 53 63 55 61
internal_value=0 0.000890091 0.000396901 0.00092 0.000510118 0.000784086 0.000491274 0.000617114 0.000849684 0.000629763 0.000959461 0.000951609 0.000963806 0.000974445 0.000850364 0.000986521 0.000806346 0.000841783 0.000787299
internal_weight=0 2063 285 1919 227 432 144 122 310 144 1487 1428 1327 1226 109 1117 248 179 124
internal_count=2348 2063 285 1919 227 432 144 122 310 144 1487 1428 1327 1226 109 1117 248 179 124
is_linear=0
shrinkage=0.0032998


Tree=8279
num_leaves=17
num_cat=0
split_feature=10 3 4 43 1213 0 457 133 1452 51 11 123 4 0 12 4
split_gain=0.387674 0.149922 0.121901 0.127681 0.115081 0.103168 0.086184 0.0776478 0.0760103 0.0895356 0.0993275 0.0734404 0.0654659 0.0640842 0.100689 0.122764
threshold=-1.0000000180025095e-35 -0.0088599999999999981 0.053255000000000004 0.0049250000000000014 -0.10863999999999999 -0.082349999999999993 0.088585000000000011 -0.010614999999999998 0.090965000000000018 -0.17169499999999996 0.085630000000000026 0.085740000000000011 -0.44205499999999992 -0.054759999999999996 0.090255000000000016 0.36766000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 5 -2 8 -4 9 -6 12 13 -11 14 15 -9
right_child=2 -3 3 -5 6 -7 -8 11 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0027456113456913334 -0.0029232413749605613 -0.0096327594086374462 0.012217742696821434 -0.00069223328255945999 0.013925859736600071 0.0076622574445585831 0.0022931725990295881 0.012086000412657821 0.014713819875241825 0.013054813336437442 0.0012086497449622846 -0.00034108505533918737 0.0079016216309755055 0.011664991230142021 0.0005176987836955835 0.0024416009480011146
leaf_weight=59 52 52 52 96 74 52 69 83 53 75 61 56 1306 52 87 69
leaf_count=59 52 52 52 96 74 52 69 83 53 75 61 56 1306 52 87 69
internal_value=0 -0.00303708 0.00714114 0.00480119 0.00780502 0.00235223 0.00815013 0.00612742 0.00840656 0.00818487 0.00788901 0.00520957 0.00818278 0.00628391 0.00510561 0.00771977
internal_weight=0 111 2237 495 1742 104 1638 399 1569 1516 1442 347 1381 291 239 152
internal_count=2348 111 2237 495 1742 104 1638 399 1569 1516 1442 347 1381 291 239 152
is_linear=0
shrinkage=0.16829


Tree=8280
num_leaves=26
num_cat=0
split_feature=4 12 150 43 15 12 4 49 4 1455 15 4 52 49 43 43 12 4 52 15 43 0 402 159 0
split_gain=3.60517 0.923132 0.597963 0.417992 0.314299 0.209926 0.165194 0.138509 0.155856 0.133595 0.130525 0.136904 0.107502 0.0841672 0.077007 0.0929215 0.0862098 0.0679406 0.100834 0.0791732 0.0617294 0.0466281 0.0371373 0.022509 0.00753769
threshold=0.30163500000000004 0.077755000000000005 0.083435000000000023 -0.026594999999999997 -0.41606999999999994 0.090175000000000019 0.51400500000000016 0.091885000000000008 -1.0000000180025095e-35 0.078065000000000009 0.11568500000000001 0.08734500000000002 -0.084674999999999986 -0.065249999999999989 0.066010000000000013 -0.085224999999999981 0.084475000000000008 -0.082634999999999986 -0.063789999999999986 -0.074959999999999985 -0.090419999999999986 0.12358500000000001 0.024785000000000005 -1.0000000180025095e-35 -0.14910999999999999
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=1 2 3 -1 6 9 -2 8 -5 13 11 17 -4 -3 15 20 -17 21 19 -19 -15 -7 -20 -12 -6
right_child=4 5 12 7 24 10 -8 -9 -10 -11 23 -13 -14 14 -16 16 -18 18 22 -21 -22 -23 -24 -25 -26
leaf_value=0.00046291375010516328 0.00049362971030993163 0.00063556528959667069 0.00048478640563055179 0.00069375826225788679 0.00016639038930631043 0.00083397727111570905 0.00026517226143946653 0.00058889467398940114 0.00091809576142489054 0.00090409839728321077 0.00064431149888536808 0.00056558588572940883 0.000286848002747187 0.00077844645488922115 0.00088261963276354822 0.00063588326506332292 0.0007531551005835682 0.00087509608442543074 0.00069147694384763677 0.00071139641714947511 0.00092432590508429336 0.00070677841133577753 0.00059285971707222977 0.00054487289359099564 0.0001072806232779747
leaf_weight=100 68 62 52 92 52 98 72 61 56 75 53 66 74 101 60 87 418 61 300 78 52 54 55 64 53
leaf_count=100 68 62 52 92 52 98 72 61 56 75 53 66 74 101 60 87 418 61 300 78 52 54 55 64 53
internal_value=0 0.000696929 0.000561069 0.000639349 0.00027389 0.000732002 0.000376389 0.000723599 0.000778881 0.000768666 0.000694146 0.000711174 0.000368816 0.000755599 0.000765915 0.000755219 0.000733022 0.000725994 0.00070653 0.000783489 0.000828257 0.00078902 0.000676297 0.000590219 0.00013689
internal_weight=0 2119 435 309 245 1684 140 209 148 855 829 712 126 780 718 658 505 646 494 139 153 152 355 117 105
internal_count=2364 2119 435 309 245 1684 140 209 148 855 829 712 126 780 718 658 505 646 494 139 153 152 355 117 105
is_linear=0
shrinkage=0.0032998


Tree=8281
num_leaves=27
num_cat=0
split_feature=1 16 12 16 47 16 16 43 403 402 11 1 475 12 3 12 12 43 484 49 16 4 43 43 1 4
split_gain=0.213453 0.22587 0.227814 0.146612 0.16102 0.201433 0.124724 0.0758432 0.072787 0.0875136 0.0757165 0.0708312 0.05052 0.161315 0.0788705 0.0533898 0.0662789 0.0942203 0.0617024 0.112139 0.0477999 0.0469983 0.0440245 0.0308221 0.0301296 0.0162431
threshold=0.096300000000000011 0.12292000000000002 -0.11875499999999999 -0.0094449999999999968 0.11002500000000003 -0.48950499999999991 0.032580000000000005 -1.0000000180025095e-35 -0.092059999999999989 0.085765000000000022 0.079300000000000009 0.11846000000000002 -0.060699999999999997 0.083885000000000015 -0.0035149999999999995 0.089885000000000007 0.093595000000000025 -0.071349999999999983 1.0000000180025095e-35 0.08840000000000002 -0.056919999999999991 -0.082249999999999976 -0.083154999999999993 -0.021544999999999998 0.088080000000000006 -0.033449999999999987
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=8 2 -2 4 5 -4 -5 -7 9 21 12 -3 13 -10 15 18 24 -18 19 -14 -16 -1 -15 -23 -17 -20
right_child=1 11 3 6 -6 7 -8 -9 10 -11 -12 -13 14 22 20 16 17 -19 25 -21 -22 23 -24 -25 -26 -27
leaf_value=0.0099299044609122301 0.012987455618491742 0.012691811925705522 -0.0016674357149830815 -0.010020131771623877 -0.0050715634450502972 0.0044709468164572403 0.0013537124553477894 0.011153800458886186 -0.0022070896202872892 -0.00095088904722613642 0.014491696365446604 0.0049252994680143731 0.0088585144833231919 0.011220279465113947 0.008604749021730744 0.0023728861092941005 0.012534134428718155 0.0058348492476318417 0.0073611412334528723 0.016705568737878911 0.01539369160416423 0.0069809275532813899 0.005648864886897211 0.0016974222422836234 0.0072877903224294752 0.0030698262033046213
leaf_weight=81 53 97 96 52 58 100 57 95 55 52 54 52 449 78 53 116 93 170 52 59 71 74 87 56 52 52
leaf_count=81 53 97 96 52 58 100 57 95 55 52 54 52 449 78 53 116 93 170 52 59 71 74 87 56 52 52
internal_value=0 0.00422386 0.00253803 0.00132489 0.00301056 0.0046276 -0.00405586 0.00773591 0.00779578 0.00520273 0.00826779 0.00999341 0.00802418 0.0056602 0.0084683 0.00798649 0.00653645 0.00821063 0.00900474 0.00977342 0.0125065 0.00672777 0.00829351 0.00471878 0.00390486 0.00523276
internal_weight=0 660 511 458 349 291 109 195 1704 263 1441 149 1387 220 1167 1043 431 263 612 508 124 211 165 130 168 104
internal_count=2364 660 511 458 349 291 109 195 1704 263 1441 149 1387 220 1167 1043 431 263 612 508 124 211 165 130 168 104
is_linear=0
shrinkage=0.16829


Tree=8282
num_leaves=21
num_cat=0
split_feature=3 2 2 2 2 49 150 0 0 3 39 1456 0 0 0 43 2 1213 51 43
split_gain=2.16047 0.645249 0.600635 0.557232 0.43521 0.249508 0.23753 0.197363 0.146566 0.128009 0.110742 0.0961744 0.0818108 0.0707931 0.0838844 0.0995149 0.0570507 0.0601826 0.0544976 0.0331642
threshold=-0.049204999999999992 0.14721500000000001 -0.0091949999999999983 0.11891500000000001 0.106285 -0.047749999999999994 0.084335000000000007 -0.13513499999999998 -0.07409499999999998 -0.089694999999999983 0.082470000000000016 -0.12206499999999998 -0.18087499999999998 -0.079119999999999982 0.10798500000000001 -0.042209999999999991 0.090000000000000011 -0.12977499999999997 -1.0000000180025095e-35 -0.055679999999999993
decision_type=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 5 6 9 10 -7 12 -1 18 -9 -6 16 15 -15 17 -13 -4 -18
right_child=1 -3 4 -5 8 7 -8 11 -10 -11 -12 13 -14 14 -16 -17 19 -19 -20 -21
leaf_value=0.00044512445532137232 0.00026591729887230121 0.00020093868486651943 0.00068781734088976267 0.00046376001967322444 0.00049919484390441619 0.00091221840030899647 0.00046518106374727911 0.00085467202276923247 0.00060038722940357065 0.00066436260181813541 0.00058455358763414515 0.00085448443256733316 0.00033424283455789404 0.00070850662619985892 0.00078233442402665242 0.0006031972076349254 0.00071481357534495377 0.00073651524558589307 0.00082470575130381388 0.0006164516324214704
leaf_weight=52 88 82 64 102 53 62 56 58 52 70 56 55 93 230 79 183 109 676 75 69
leaf_count=52 88 82 64 102 53 62 56 58 52 70 56 55 93 230 79 183 109 676 75 69
internal_value=0 0.000474281 0.000515955 0.000701403 0.000564882 0.000716135 0.000656431 0.000727736 0.000448649 0.000571206 0.000711173 0.000719873 0.000394364 0.000714267 0.000681334 0.000661929 0.000732053 0.000745439 0.000761931 0.000676882
internal_weight=0 619 537 1745 449 1643 251 1521 198 122 195 1459 146 1401 492 413 909 731 139 178
internal_count=2364 619 537 1745 449 1643 251 1521 198 122 195 1459 146 1401 492 413 909 731 139 178
is_linear=0
shrinkage=0.0032998


Tree=8283
num_leaves=21
num_cat=0
split_feature=1456 1 155 1 1453 48 47 1455 15 15 3 3 15 13 13 3 3 3 43 12
split_gain=0.167155 0.146683 0.201154 0.159916 0.126532 0.101543 0.123105 0.0977976 0.0843966 0.108437 0.071979 0.0755521 0.0577359 0.0654223 0.0598722 0.0576995 0.0664696 0.0664272 0.0504468 0.0338145
threshold=-0.071109999999999993 0.096300000000000011 0.087925000000000017 0.14828500000000003 -0.081019999999999995 0.12118000000000002 0.10621500000000002 -0.072959999999999983 -0.4680149999999999 -0.092729999999999993 0.091170000000000015 -0.0035149999999999995 0.090455000000000021 0.071660000000000015 -0.065674999999999983 -0.094679999999999986 -0.065259999999999999 -0.13088999999999998 -0.042209999999999991 0.093105000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 3 5 -1 6 8 -6 -3 -10 11 12 13 15 19 17 -17 -2 -16 -14
right_child=1 2 -4 -5 7 -7 -8 -9 9 -11 -12 -13 14 -15 18 16 -18 -19 -20 -21
leaf_value=0.0044379464633611766 0.0080471709598208801 0.0068682110556070458 0.01215666333019194 0.011165500592428698 0.0088681224689579688 -0.0050304264549049255 0.010093517827080708 0.018732516898120999 -0.0037341407787909054 0.0025953464495125319 0.00095086497525983138 0.012259819572902435 0.0047820611238222309 0.01128138867490327 0.0058797199933509625 0.0076341736451156581 0.0023607256353552378 0.00027676578196573999 -0.0003760952004483366 0.0097455378603726068
leaf_weight=55 52 66 68 54 53 59 52 64 121 209 63 69 103 98 60 807 75 79 92 65
leaf_count=55 52 66 68 54 53 59 52 64 121 209 63 69 103 98 60 807 75 79 92 65
internal_value=0 0.00568206 0.0035058 0.00245401 0.0111429 0.00152262 0.00238964 0.0142794 0.00137348 0.00026909 0.0065567 0.00679095 0.006526 0.00710253 0.00451872 0.00669649 0.00718779 0.00337492 0.00208149 0.00671315
internal_weight=0 2192 629 561 172 507 448 117 396 330 1563 1500 1431 1111 320 1013 882 131 152 168
internal_count=2364 2192 629 561 172 507 448 117 396 330 1563 1500 1431 1111 320 1013 882 131 152 168
is_linear=0
shrinkage=0.16829


Tree=8284
num_leaves=15
num_cat=0
split_feature=97 16 2 10 2 402 3 16 3 2 483 52 43 402
split_gain=0.133916 0.107045 0.111435 0.0640198 0.0744662 0.0558611 0.0680511 0.0666866 0.0740447 0.073458 0.0941929 0.075582 0.0634936 0.0281132
threshold=-0.0047149999999999996 -0.50790499999999994 0.11252000000000002 -0.0010949999999999998 -1.0000000180025095e-35 0.087665000000000007 -0.08095999999999999 -0.11777499999999998 -0.080339999999999981 0.091955000000000023 -0.065184999999999979 -0.41304999999999997 -0.010344999999999998 0.10645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 7 13 8 -6 10 -9 -11 -10 -7
right_child=1 3 -4 4 5 6 -8 9 12 11 -12 -13 -14 -15
leaf_value=-0.0031277899828541377 0.0049599304370068582 0.011094232789746793 -0.0044986487713707347 -0.00068642114373621444 0.012310153760065768 -0.00253146914709021 0.0061570478050241391 0.011972911316151292 0.0014717241742277147 0.0074577027779803825 0.0058902657523917492 0.0030066898912441643 0.0089728646932444034 0.0027531131515939667
leaf_weight=55 80 58 63 55 91 56 101 79 53 141 915 476 83 58
leaf_count=55 80 58 63 55 91 56 101 79 53 141 915 476 83 58
internal_value=0 0.00525448 0.000780301 0.00554904 0.00539561 0.00555943 0.00297572 0.00586068 0.00857518 0.00547707 0.0063755 0.00402677 0.00606284 0.000141418
internal_weight=0 2309 143 2166 2108 2053 215 1838 227 1611 994 617 136 114
internal_count=2364 2309 143 2166 2108 2053 215 1838 227 1611 994 617 136 114
is_linear=0
shrinkage=0.16829


Tree=8285
num_leaves=20
num_cat=0
split_feature=4 2 1 12 1 4 12 4 12 51 51 12 2 4 2 49 52 1 12
split_gain=7.59875 1.54572 0.943422 0.916195 1.28103 0.577595 0.654483 0.26528 0.230424 0.225076 0.188817 0.142744 0.100028 0.0912939 0.0874225 0.0762626 0.0551593 0.0534861 0.0841247
threshold=0.30163500000000004 0.14106500000000002 0.12007000000000002 -1.0000000180025095e-35 0.092655000000000015 -0.086179999999999993 1.0000000180025095e-35 0.51136500000000018 -0.089089999999999989 0.080335000000000018 -0.24953999999999996 0.085185000000000025 0.11280000000000003 -0.44205499999999992 0.10272000000000002 0.09055500000000001 0.044705000000000002 0.081540000000000015 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 -1 11 9 -4 -6 -7 -8 13 -2 -5 15 -12 -16 18 -13
right_child=2 -3 7 5 8 6 10 -9 -10 -11 14 17 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0010185921523151889 0.00060202567777727914 0.00038203705168059123 0.00023474363943818755 0.0012236980685310325 0.0005999907753682066 0.00078379472065345183 0.000754280544861879 -5.2349001015671227e-05 0.00030379400955913172 0.00048479458557022873 0.00091546565662210496 0.0010068368004156347 0.00039954676818032152 0.0010411938646398555 0.00074321795756965628 0.0010035833535728912 0.00089529840415245726 0.0010531228039501693 0.00083413387719999052
leaf_weight=72 52 67 68 59 60 59 86 72 56 53 1023 87 58 71 52 130 63 84 53
leaf_count=72 52 67 68 59 60 59 86 72 56 53 1023 87 58 71 52 130 63 84 53
internal_value=0 0.000876004 0.000266831 0.000892469 0.000672452 0.000915176 0.000886123 8.68444e-05 0.000457303 0.000642618 0.000906239 0.0010354 0.000495584 0.00112429 0.000916517 0.000925431 0.000826838 0.000983646 0.000941708
internal_weight=0 2075 250 2008 188 1820 1466 140 116 112 1354 354 110 130 1268 1153 115 224 140
internal_count=2325 2075 250 2008 188 1820 1466 140 116 112 1354 354 110 130 1268 1153 115 224 140
is_linear=0
shrinkage=0.0032998


Tree=8286
num_leaves=25
num_cat=0
split_feature=4 3 1 1 13 3 3 3 15 47 12 3 1 2 4 0 12 4 0 3 4 4 0 3
split_gain=4.30619 1.53386 0.735015 0.479875 0.196915 0.304686 0.177654 0.235783 0.196778 0.16868 0.147119 0.144084 0.129815 0.127971 0.0936189 0.104284 0.0871907 0.0800783 0.076487 0.0608596 0.0597263 0.0267142 0.037285 0.0290366
threshold=0.30163500000000004 -0.058704999999999993 0.10439500000000002 0.13052500000000003 -0.28558999999999996 -0.0072299999999999994 -0.15680499999999997 -0.10919499999999999 0.03981500000000001 0.07813500000000001 0.083615000000000009 0.0037100000000000002 0.092655000000000015 0.094835000000000017 0.0049200000000000008 -0.071719999999999992 -0.010219999999999998 -0.030434999999999993 -0.17785499999999996 -0.24154499999999998 0.065590000000000009 -0.013024999999999998 -0.082654999999999992 -0.073629999999999987
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 6 9 18 -4 -6 19 8 -8 12 -9 -5 16 14 15 -12 -3 -18 -2 -1 -16 23 -23 -15
right_child=3 2 4 11 5 -7 7 10 -10 -11 13 -13 -14 21 20 -17 17 -19 -20 -21 -22 22 -24 -25
leaf_value=0.00077717305720684032 0.00045692882177416797 0.00072384366330309989 0.0001765212078823147 0.00019464372292724556 0.00026182984656485385 0.00059502800919989068 0.00043337063089615247 0.00090222009834722361 0.00071516155443325513 0.00078637500758072085 0.00074229377625592997 -3.9685719346516561e-05 0.00044169244327619416 0.00075099770124987316 0.00058171038401228154 0.00087680582241083814 0.00066138957088211336 0.00049010352367220345 0.00029311264602030333 0.00093306001173375642 0.00073534973783753743 0.00069510360719449984 0.00057744228226450491 0.00063661532487548664
leaf_weight=60 52 63 53 52 64 57 56 55 54 53 878 63 59 59 65 71 58 67 83 59 54 53 84 53
leaf_count=60 52 63 53 52 64 57 56 55 54 53 878 63 59 59 65 71 58 67 83 59 54 53 84 53
internal_value=0 0.000681621 0.000516484 0.000222981 0.000345401 0.000419082 0.000730491 0.000720489 0.000572025 0.000615594 0.000732366 6.59656e-05 0.000578807 0.000725246 0.000741211 0.000752395 0.00062165 0.000569862 0.000356473 0.000854758 0.000651725 0.00065663 0.000623218 0.000697185
internal_weight=0 2075 474 250 174 121 1601 1482 110 300 1372 115 247 1317 1068 949 188 125 135 119 119 249 137 112
internal_count=2325 2075 474 250 174 121 1601 1482 110 300 1372 115 247 1317 1068 949 188 125 135 119 119 249 137 112
is_linear=0
shrinkage=0.0032998


Tree=8287
num_leaves=29
num_cat=0
split_feature=1 52 52 1 4 123 2 1 151 4 4 51 1429 51 52 4 1 2 4 133 158 4 2 133 4 1 133 2
split_gain=8.68511 2.74642 1.1309 0.65269 0.525167 0.480311 0.45876 0.338252 0.22156 0.166743 0.346732 0.143137 0.140357 0.149599 0.129708 0.124774 0.102538 0.110955 0.0732783 0.0761576 0.072677 0.180906 0.0636024 0.0623619 0.0461012 0.0242094 0.0176001 0.0106692
threshold=0.10293500000000001 -0.42113499999999993 0.17829500000000004 0.13869000000000004 -0.047714999999999987 0.085740000000000011 0.10859000000000001 0.090195000000000011 -0.00016499999999999997 0.046720000000000005 0.41181500000000004 -0.26621499999999992 0.084990000000000024 0.11524000000000002 0.0085900000000000021 -0.087839999999999988 1.0000000180025095e-35 0.074875000000000011 -0.077889999999999987 -0.092109999999999984 0.082560000000000008 0.052250000000000012 0.09277500000000001 -0.0024749999999999993 -0.082869999999999985 0.091785000000000019 -0.0073049999999999999 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 9 14 11 -9 -3 -11 -6 13 20 16 27 23 25 19 -17 21 -13 -20 -1 -21 26 -18 -16
right_child=1 2 -4 -5 7 -7 -8 8 -10 10 -12 12 -14 -15 15 18 17 -19 22 24 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0010295499771864254 0.0011261101151700879 0.00041716146003830035 0.00089431446895070986 0.00014824437606184387 0.00081226433097798985 0.00022433620325101704 0.00080099303858544957 0.0006413961584266594 0.00091118744086726494 0.00078668161098602112 0.00046867211902246414 0.0010359263178039931 0.00083705297358188137 0.00083195399008018599 0.0011785069089102263 0.0011605238003554259 0.001011382003553002 0.001175641217813534 0.0012485211319391747 0.0010771966960057282 0.0011099989543222259 0.00086366515246858746 0.0010783471135465831 0.00087949678107893646 0.00096549275789144533 0.00096325435895861606 0.001108246034420865 0.0012667227497158069
leaf_weight=70 74 101 54 97 57 76 70 60 78 61 99 360 63 52 52 62 61 85 54 91 91 85 53 63 93 58 53 52
leaf_count=70 74 101 54 97 57 76 70 60 78 61 99 360 63 52 52 62 61 85 54 91 91 85 53 63 93 58 53 52
internal_value=0 0.000533426 0.000443479 0.000387303 0.00100466 0.000456008 0.00105968 0.00094498 0.000794142 0.000523333 0.000590133 0.000974331 0.000988467 0.00100463 0.00108102 0.0011197 0.0010356 0.00107523 0.00108918 0.00105625 0.00102132 0.0010031 0.00116456 0.000958737 0.00102093 0.00102541 0.00105672 0.00122295
internal_weight=0 562 488 434 1763 337 917 846 138 261 160 708 651 588 847 457 390 257 353 246 536 445 107 133 184 172 114 104
internal_count=2325 562 488 434 1763 337 917 846 138 261 160 708 651 588 847 457 390 257 353 246 536 445 107 133 184 172 114 104
is_linear=0
shrinkage=0.0032998


Tree=8288
num_leaves=20
num_cat=0
split_feature=1 0 0 2 13 43 15 15 1 15 12 2 12 12 0 0 52 13 52
split_gain=0.270048 0.178209 0.214471 0.140631 0.127732 0.15422 0.105973 0.177798 0.125543 0.112592 0.0805195 0.126124 0.0769141 0.118989 0.0679887 0.0665211 0.0348668 0.0346317 0.0341217
threshold=0.12007000000000002 -0.10891999999999999 -0.099329999999999988 -0.0091949999999999983 -0.042924999999999998 -0.065804999999999989 0.085465000000000013 -0.035449999999999988 0.097950000000000023 -0.11664999999999999 -0.06202499999999999 0.10859000000000001 0.083570000000000019 0.085515000000000022 -0.17106499999999999 -0.037224999999999994 -0.040589999999999994 -0.15714499999999998 -0.067394999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 17 -6 7 8 9 -1 -5 12 16 -14 -10 18 -12 -2 -13
right_child=4 2 3 10 5 -7 -8 -9 14 -11 11 15 13 -15 -16 -17 -18 -19 -20
leaf_value=0.012876152034715409 -0.00080901092987557951 0.016184433764966512 -0.0011048345533928483 0.013052624562062716 -0.0022401057837329913 0.01030776367068581 0.008860925888608857 -0.0072269198078213368 0.0037058411884410081 0.0019620340210738446 0.0080021967335534919 0.0014420148433704858 0.0030313020818697944 0.0073628732541333565 -0.0046351589486975809 -0.0019284353841255413 0.013962635602900023 -0.0061607176650349963 0.0069949825162701129
leaf_weight=53 77 65 69 54 52 59 60 58 52 55 55 56 220 1017 59 66 61 63 74
leaf_count=53 77 65 69 54 52 59 60 58 52 55 55 56 220 1017 59 66 61 63 74
internal_value=0 0.00599475 0.00668247 0.006312 0.000142883 0.0044133 0.00244471 0.00104843 0.00324828 0.00733467 0.00663238 0.0064074 0.00698608 0.00659396 -0.000711478 0.0024036 0.0111521 -0.00323011 0.00461675
internal_weight=0 2074 1737 1672 251 111 337 277 219 108 1603 1549 1353 1237 111 196 116 140 130
internal_count=2325 2074 1737 1672 251 111 337 277 219 108 1603 1549 1353 1237 111 196 116 140 130
is_linear=0
shrinkage=0.16829


Tree=8289
num_leaves=22
num_cat=0
split_feature=4 12 13 12 43 4 15 42 43 15 4 0 43 48 52 4 159 15 49 0 0
split_gain=5.35912 1.91438 0.797852 0.487992 0.405206 0.312529 0.446262 0.267446 0.246962 0.202809 0.175917 0.14612 0.135078 0.107363 0.0976145 0.16736 0.0813174 0.0551613 0.056238 0.04826 0.0411187
threshold=0.30163500000000004 0.054520000000000006 -0.28558999999999996 -0.040564999999999997 -0.031974999999999996 -0.14538499999999996 -0.050004999999999994 0.12253000000000001 -0.086949999999999986 -0.46503999999999995 0.0051600000000000005 -0.14032999999999998 -1.0000000180025095e-35 0.092475000000000016 0.0085900000000000021 -0.087839999999999988 0.08457000000000002 0.095970000000000014 -0.053439999999999994 -0.093039999999999984 -0.085719999999999977
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 2 -1 9 8 -6 -7 10 -4 -2 13 -5 16 14 17 -16 19 18 -3 -12 -17
right_child=3 7 4 11 5 6 -8 -9 -10 -11 12 -13 -14 -15 15 20 -18 -19 -20 -21 -22
leaf_value=0.00022560084674215315 0.00024619592902190947 0.00074695681431401553 0.00068037808501973489 0.00053265304220256079 0.000917803639504605 0.00077631436251993362 0.00039955385821346885 0.00061445934357998947 0.00039537798307167694 -3.8276097776291855e-05 0.0005955984769818167 0.00031485443127173164 0.0008874022423363344 0.00074337414789952269 0.0010491650433260447 0.00092420796040200144 0.00083519803339903733 0.00073935795702978176 0.00086269571462287457 0.00072749453292816034 0.00085607882972251641
leaf_weight=57 57 55 55 58 70 103 52 57 86 52 52 83 78 81 77 171 53 56 575 90 307
leaf_count=57 57 55 55 58 70 103 52 57 86 52 52 83 78 81 77 171 53 56 575 90 307
internal_value=0 0.000788053 0.000589698 0.000276419 0.000646305 0.000733573 0.000650145 0.000838821 0.000506798 0.000110161 0.000846816 0.000404695 0.000769356 0.000862786 0.000870551 0.000903985 0.000721957 0.000843451 0.000852647 0.000679443 0.000880525
internal_weight=0 2075 423 250 366 225 155 1652 141 109 1595 141 273 1322 1241 555 195 686 630 142 478
internal_count=2325 2075 423 250 366 225 155 1652 141 109 1595 141 273 1322 1241 555 195 686 630 142 478
is_linear=0
shrinkage=0.0032998


Tree=8290
num_leaves=21
num_cat=0
split_feature=1 2 124 12 14 13 2 43 2 39 51 48 402 43 13 2 2 128 12 52
split_gain=7.14723 0.866626 0.599639 0.573761 0.482827 0.417762 0.38196 0.255749 0.186804 0.182114 0.134835 0.134771 0.113113 0.18056 0.0878434 0.076436 0.144261 0.0716242 0.058113 0.0427245
threshold=0.10396500000000002 0.11891500000000001 -0.076779999999999987 1.0000000180025095e-35 0.054835000000000009 -0.093039999999999984 0.11585500000000001 -1.0000000180025095e-35 -0.00097499999999999985 0.08733500000000001 0.080335000000000018 0.093265000000000015 0.0038750000000000004 -0.025079999999999995 -0.04917499999999999 0.087765000000000024 0.10083000000000002 0.087235000000000021 0.10388500000000002 0.0033500000000000005
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 3 -1 8 6 -3 7 11 -2 -7 15 12 17 -14 -8 19 -17 -4 -5 -9
right_child=1 5 4 18 -6 9 14 10 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00041112837945798036 0.00011380343856510477 -0.00013052101261735885 0.00074624199585288792 0.00057749373772475498 0.0010014124963619059 0.00030017988027226597 0.00061200560081893995 0.00075935259973704944 0.00033080769342820924 4.3766732511820292e-05 0.0005282876471063068 0.00061325301781285668 0.00097818032980176504 0.00075065605749762606 0.00042174036677814527 0.00056870135975796671 0.00075114230703718604 0.00062850256572277881 0.00043633642053194787 0.00065185061305782568
leaf_weight=76 76 66 781 84 61 73 52 134 102 52 83 84 61 109 58 141 74 65 56 67
leaf_count=76 76 66 781 84 61 73 52 134 102 52 83 84 61 109 58 141 74 65 56 67
internal_value=0 0.000257468 0.000699238 0.000363023 0.000711589 8.15425e-05 0.000701223 0.000714218 0.000238352 0.000193794 0.000651678 0.000742557 0.000753212 0.000832504 0.000512004 0.000676212 0.000631659 0.000737237 0.000521282 0.000723694
internal_weight=0 509 1846 318 1770 191 1709 1599 178 125 499 1100 1016 170 110 416 215 846 140 201
internal_count=2355 509 1846 318 1770 191 1709 1599 178 125 499 1100 1016 170 110 416 215 846 140 201
is_linear=0
shrinkage=0.0032998


Tree=8291
num_leaves=23
num_cat=0
split_feature=1 52 124 52 2 12 43 52 49 52 0 1455 403 52 52 12 403 403 156 0 1 12
split_gain=7.4774 1.45848 0.834671 0.668508 0.342809 0.412681 0.258065 0.252308 0.337046 0.342323 0.239822 0.198127 0.173096 0.170927 0.134746 0.100222 0.0928497 0.111522 0.0675756 0.0631269 0.0577554 0.0239685
threshold=0.104035 -0.41304999999999997 -0.076779999999999987 0.12492500000000002 0.16002500000000003 0.088105000000000003 -1.0000000180025095e-35 -0.082554999999999976 -0.016329999999999994 0.0029250000000000005 -0.026509999999999995 -0.065979999999999983 0.028520000000000004 -0.064819999999999989 0.41124500000000003 -1.0000000180025095e-35 -0.53934499999999985 -0.10802999999999999 0.083840000000000012 -0.083554999999999977 0.09036000000000001 0.088105000000000003
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 -2 -1 4 5 13 10 18 -9 20 11 -4 19 -3 16 -15 -13 -18 -8 -11 21 -10
right_child=1 3 6 -5 -6 -7 7 8 9 12 -12 14 -14 15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0005741747600411408 0.00097761586982836042 0.00019888733553240188 0.00081094016980944885 0.00069314452476629458 9.3890610616236553e-05 0.000581730462545199 0.00092287355987750953 0.00057945852309761192 0.0010807596523209758 0.00079864262637736677 0.00073673719391164814 0.0011196204152146151 0.00093761333076650588 0.00030294108821137802 0.00084675755976258032 0.00047294606385225803 0.00088793778818180866 0.00099525703954338033 0.001082350379153727 0.00066510131786868621 0.00089464556796213556 0.00096915154287243615
leaf_weight=77 53 90 87 71 52 85 66 52 53 74 54 59 57 85 83 71 130 780 61 94 67 54
leaf_count=77 53 90 87 71 52 85 66 52 53 74 54 59 57 85 83 71 130 780 61 94 67 54
internal_value=0 0.000459165 0.000911705 0.000398564 0.000343863 0.000383027 0.00092636 0.000868452 0.000831401 0.000864148 0.000954386 0.000964674 0.000778371 0.000314226 0.000977354 0.000380541 0.000988504 0.000979964 0.00099975 0.000724133 0.000974863 0.00102476
internal_weight=0 507 1848 454 383 331 1771 578 451 399 1193 1139 225 246 1052 156 969 910 127 168 174 107
internal_count=2355 507 1848 454 383 331 1771 578 451 399 1193 1139 225 246 1052 156 969 910 127 168 174 107
is_linear=0
shrinkage=0.0032998


Tree=8292
num_leaves=21
num_cat=0
split_feature=1 403 4 132 0 0 16 0 160 16 150 132 50 51 0 42 1447 0 0 16
split_gain=0.277053 0.125346 0.112398 0.116604 0.18904 0.0771335 0.0742436 0.0989535 0.137956 0.074188 0.123631 0.0864647 0.0841976 0.0841596 0.0738674 0.069923 0.119953 0.0480066 0.0469595 0.00747197
threshold=0.104035 -0.54045999999999983 -0.17689999999999997 0.087360000000000007 -0.0042749999999999993 0.09395000000000002 -0.51433499999999988 -0.074204999999999979 -1.0000000180025095e-35 -0.041284999999999995 0.087865000000000013 0.081240000000000021 1.0000000180025095e-35 0.11524000000000002 -0.067969999999999989 0.097785000000000025 -0.083899999999999988 -0.078209999999999988 -0.061994999999999995 -0.10654499999999999
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 -1 -2 4 6 9 -4 8 -8 10 11 13 15 14 -3 16 -11 -18 -9 -10
right_child=2 5 3 -5 -6 -7 7 18 19 12 -12 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.01427131653614639 0.0094686876332771373 0.0057818748565983428 0.007151456323996809 0.0089419727826053411 -0.0088186058482138951 0.0015370622650588562 0.0050658405124087398 0.0082166697489079385 -0.0069772165355347707 -0.00062477075174960654 -0.0019386474988680098 0.011489723889167859 0.013447202879955232 -0.00072719529121123875 0.012329969986541119 0.013469077571574312 0.0088892343030982368 0.0056451747400595234 0.0015211578190912603 -0.0040078151289435239
leaf_weight=63 57 709 64 53 53 82 52 52 53 53 54 84 76 52 53 52 363 207 71 52
leaf_count=63 57 709 64 53 53 82 52 52 53 53 54 84 76 52 53 52 363 207 71 52
internal_value=0 0.00686916 0.00242216 0.0015256 0.000530985 0.0066069 0.0019767 0.000787478 -0.00200494 0.00684995 0.00585659 0.00632735 0.0081068 0.00579241 0.00623968 0.00750284 0.00700197 0.00771428 0.00436639 -0.00552377
internal_weight=0 1848 507 450 397 1785 344 280 157 1703 952 898 751 814 762 675 623 570 123 105
internal_count=2355 1848 507 450 397 1785 344 280 157 1703 952 898 751 814 762 675 623 570 123 105
is_linear=0
shrinkage=0.16829


Tree=8293
num_leaves=19
num_cat=0
split_feature=3 131 3 41 4 51 13 1213 481 0 4 3 0 0 0 1213 1212 16
split_gain=0.139941 0.133108 0.262252 0.12273 0.107987 0.114255 0.0705334 0.0650084 0.0649539 0.0636533 0.215786 0.152643 0.0942682 0.0468957 0.0709026 0.0461745 0.0662484 0.0381386
threshold=-0.046329999999999989 0.088315000000000018 0.31370500000000007 0.083035000000000012 -0.21586499999999997 0.095540000000000014 -0.087894999999999987 -0.082414999999999974 -0.081334999999999977 0.024745000000000003 -0.47860499999999995 -0.12077499999999998 -0.10490499999999998 -0.088159999999999988 -0.12324999999999998 -0.16066999999999995 0.085650000000000018 0.0055300000000000011
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 -2 6 -6 15 -9 11 -11 -10 -13 14 -8 -1 -17 -14
right_child=1 -3 -4 -5 5 -7 13 8 9 10 -12 12 17 -15 -16 16 -18 -19
leaf_value=0.0063061967788362863 0.008401886280590706 0.010544983811170777 -0.0089862697545471312 -0.0022633964265198403 0.008225602831212396 -0.0053774963711885407 0.0012838799879802247 0.01074567402600116 0.012823909483291646 0.0091224040028984581 -0.0056045430050909398 -0.0011164208069115798 0.0067514253397911094 -0.0013277545557152731 0.0081038840512295193 -0.0027626649707089834 0.004733030703952641 0.0044554666625372082
leaf_weight=84 91 56 56 53 62 52 145 90 97 60 53 52 844 86 62 62 72 278
leaf_count=84 91 56 56 53 62 52 145 90 97 60 53 52 844 86 62 62 72 278
internal_value=0 0.00271874 0.00192439 0.0056865 0.0031549 0.00197733 0.00305972 0.00593659 0.00633901 0.00605115 0.00219918 0.0063922 0.00585926 0.00196047 0.00333527 0.0032074 0.00125147 0.00618415
internal_weight=0 610 554 1745 498 407 355 1692 1474 1384 113 1271 1174 293 207 218 134 1122
internal_count=2355 610 554 1745 498 407 355 1692 1474 1384 113 1271 1174 293 207 218 134 1122
is_linear=0
shrinkage=0.16829


Tree=8294
num_leaves=19
num_cat=0
split_feature=1 3 124 2 14 2 2 3 3 124 0 48 1453 12 12 133 48 131
split_gain=6.06007 1.31175 0.63805 0.484607 0.377263 0.368355 0.338716 0.332541 0.294367 0.271516 0.233698 0.227158 0.154617 0.117029 0.0916057 0.0722753 0.0297387 0.0242897
threshold=0.10538500000000002 -0.049204999999999992 -0.076779999999999987 0.14721500000000001 0.054835000000000009 0.11793500000000001 0.11585500000000001 0.077930000000000013 0.30112000000000005 -0.082654999999999992 -0.13314999999999996 0.093265000000000015 -0.057274999999999993 0.092495000000000008 0.091475000000000015 0.022390000000000004 0.083570000000000019 0.077860000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 7 6 17 10 9 -9 -3 16 12 -12 -14 -13 -8 -4 -2
right_child=1 3 4 -5 -6 -7 15 8 -10 -11 11 14 13 -15 -16 -17 -18 -19
leaf_value=0.00053484074477309733 0.00078843381745985312 0.00040776432918030082 0.00074674858191005453 3.0788639609210624e-05 0.0010920016569497947 0.00041164674904714484 0.00055782711095490726 0.0006097697317629261 0.00028309995969133718 9.2129176402657413e-05 0.0006976980158864282 0.0007917141358289825 0.00089099719187379954 0.00082118563613440524 0.00060543142376388534 0.00073140874628901075 0.00062709738084690313 0.00068582955058097068
leaf_weight=80 65 52 52 66 62 54 52 71 53 70 61 72 939 387 52 59 52 56
leaf_count=80 65 52 52 66 62 54 52 71 53 70 61 72 939 387 52 59 52 56
internal_value=0 0.00041091 0.000824376 0.000282448 0.000837311 0.000639737 0.000828142 0.000349823 0.000470429 0.000226951 0.000840336 0.000850848 0.000863068 0.000870649 0.00071388 0.000650409 0.000687262 0.000741239
internal_weight=0 487 1868 312 1788 175 1726 246 124 122 1615 1511 1387 1326 124 111 104 121
internal_count=2355 487 1868 312 1788 175 1726 246 124 122 1615 1511 1387 1326 124 111 104 121
is_linear=0
shrinkage=0.0032998


Tree=8295
num_leaves=18
num_cat=0
split_feature=1 3 2 2 123 14 3 3 51 49 16 2 16 0 0 3 1
split_gain=7.19865 1.7308 0.799498 0.620725 0.571361 0.416841 0.35626 0.25135 0.196252 0.147494 0.168884 0.147386 0.100391 0.0807141 0.103527 0.0583175 0.0527801
threshold=0.10335000000000001 -0.06340999999999998 0.11444000000000001 0.14721500000000001 0.081990000000000021 0.062655000000000016 0.077930000000000013 0.30112000000000005 0.086950000000000013 0.12158500000000001 -0.26987499999999992 -1.0000000180025095e-35 -0.095229999999999995 -0.0088949999999999984 -0.061204999999999989 -0.075849999999999987 0.11091000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 16 6 5 8 11 -8 9 10 -1 -3 -10 14 -12 -14 -2
right_child=1 3 -4 -5 -6 -7 7 -9 12 -11 13 -13 15 -15 -16 -17 -18
leaf_value=0.00097413147273218514 0.00098689005980967309 0.00033147698301257204 0.00058154595259396686 0.00025166366031620011 0.00076872826214002008 0.0013517009552228194 0.00082030396328717765 0.00054280026801242027 0.0011118314189053765 0.00093676925836536898 0.0011178677968453684 0.00055686193202256012 0.00099504084232320748 0.0012172573930928959 0.00098095393333588114 0.00085058981744126334 0.0011319605583697706
leaf_weight=100 58 54 54 75 60 69 85 63 55 60 1185 80 89 90 68 54 66
leaf_count=100 58 54 54 75 60 69 85 63 55 60 1185 80 89 90 68 54 66
internal_value=0 0.000652046 0.000918107 0.00051929 0.00108738 0.00109816 0.000590343 0.000702415 0.00108785 0.00110093 0.00110773 0.000466298 0.000988443 0.00111765 0.00111047 0.000940739 0.00106439
internal_weight=0 535 178 357 1830 1770 282 148 1701 1503 1443 134 198 1343 1253 143 124
internal_count=2365 535 178 357 1830 1770 282 148 1701 1503 1443 134 198 1343 1253 143 124
is_linear=0
shrinkage=0.0032998


Tree=8296
num_leaves=16
num_cat=0
split_feature=48 9 49 49 52 43 11 15 160 403 48 16 0 13 15
split_gain=0.211552 0.17337 0.101911 0.119344 0.0962465 0.0876216 0.077366 0.0838586 0.12493 0.128055 0.0629705 0.0603984 0.0622475 0.0506606 0.0337611
threshold=0.13252500000000003 -1.0000000180025095e-35 -0.020999999999999994 -0.089819999999999983 0.51339500000000016 -0.084549999999999986 0.090920000000000015 0.085355000000000014 -0.24191499999999996 -0.088144999999999987 0.085890000000000008 -0.020464999999999997 -0.082234999999999989 -0.079299999999999995 -0.03886499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 7 8 -4 -10 14 12 -9 -13 -5
right_child=-2 2 4 10 -6 -7 -8 11 9 -11 -12 13 -14 -15 -16
leaf_value=-0.003316883982447583 -0.0056035073240878414 0.0022097798816364546 -0.00094420511767235584 -0.0054358800349183891 -0.00016896103674741265 0.01193864051799862 0.01229670856992956 0.010821795413153605 0.00058205547527325949 0.0062767524857662953 0.0036701677428721169 0.00027652683468476589 0.0069104498129537919 0.007336925866521982 0.00031593379433788232
leaf_weight=65 52 52 88 54 70 54 57 187 127 982 85 54 314 63 61
leaf_count=65 52 52 88 54 70 54 57 187 127 982 85 54 314 63 61
internal_value=0 0.00523428 0.00548233 0.00261728 0.00593285 0.00718294 0.00616197 0.00596832 0.00514169 0.00562623 0.000188493 0.00756651 0.00837396 0.00409364 -0.0023693
internal_weight=0 2313 2248 306 1942 106 1872 1815 1197 1109 200 618 501 117 115
internal_count=2365 2313 2248 306 1942 106 1872 1815 1197 1109 200 618 501 117 115
is_linear=0
shrinkage=0.16829


Tree=8297
num_leaves=24
num_cat=0
split_feature=1 2 12 123 4 2 447 12 11 4 2 4 4 15 15 0 12 15 12 4 52 42 0
split_gain=6.87053 1.61097 1.27818 0.381991 0.325708 0.281551 0.264423 0.220426 0.274619 0.12786 0.189864 0.121363 0.106674 0.136689 0.102341 0.118797 0.101603 0.0979646 0.0893975 0.0787643 0.073722 0.067653 0.0572596
threshold=0.10335000000000001 0.11500500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.010739999999999998 0.16730000000000003 0.083875000000000019 0.093270000000000006 1.0000000180025095e-35 0.0034000000000000007 0.086915000000000006 0.098655000000000007 0.082475000000000007 -0.41880499999999993 0.098605000000000012 -0.097604999999999983 0.084345000000000017 0.11568500000000001 0.095490000000000005 0.0015850000000000003 0.10855000000000002 0.097935000000000008 -0.080474999999999977
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 11 6 -4 12 7 8 9 14 -11 -2 -3 -14 15 -1 -12 19 -6 20 21 -9 -21
right_child=1 5 4 -5 18 -7 -8 17 -10 10 16 -13 13 -15 -16 -17 -18 -19 -20 22 -22 -23 -24
leaf_value=0.00076900683868878804 0.0002229499562269309 0.00043300300905255406 0.00094395356003686365 0.00064088960432591446 0.00056477289974413624 4.6021737698146498e-05 0.00066227927978784252 0.00095323296547733776 0.0011401945430512474 0.0010085985739712855 0.00066616548784568543 0.00044272263620112341 0.00035955177718398909 0.00013269519907623084 0.0010665501177253998 0.00093259970858587541 0.00084721047394995636 0.00072479937945233624 0.00075930305162126436 0.00071577150118871447 0.00078174177721652266 0.00082102437046146473 0.00086768188652304652
leaf_weight=54 52 60 82 67 52 54 52 176 64 54 58 60 67 52 61 847 91 69 56 62 57 62 56
leaf_count=54 52 60 82 67 52 54 52 176 64 54 58 60 67 52 61 847 91 69 56 62 57 62 56
internal_value=0 0.000462033 0.000621162 0.000887295 0.000786125 0.000255627 0.00089664 0.000903742 0.000927486 0.00091577 0.000838761 0.000341 0.000318663 0.000260717 0.000931984 0.000922834 0.000776973 0.000843127 0.000665967 0.000862811 0.00089255 0.00091894 0.000788163
internal_weight=0 535 302 1830 190 233 1763 1711 1229 1165 203 112 179 119 962 901 149 482 108 413 295 238 118
internal_count=2365 535 302 1830 190 233 1763 1711 1229 1165 203 112 179 119 962 901 149 482 108 413 295 238 118
is_linear=0
shrinkage=0.0032998


Tree=8298
num_leaves=17
num_cat=0
split_feature=48 12 47 41 12 14 150 48 40 48 47 49 12 13 1212 13
split_gain=0.152716 0.108484 0.117196 0.0948922 0.102854 0.118842 0.101118 0.0936099 0.0791462 0.0702567 0.0474652 0.0411826 0.0434048 0.0651055 0.0408293 0.0471751
threshold=0.13252500000000003 0.083425000000000013 0.091340000000000018 0.07677500000000001 0.023990000000000004 -0.24494999999999997 0.084680000000000019 0.083180000000000018 -0.041534999999999996 0.091840000000000019 0.085270000000000026 0.12001000000000002 0.11999500000000002 0.102565 -0.14780999999999997 -0.08533499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -8 11 -11 12 13 14 -3 -16
right_child=-2 9 -4 -5 -6 6 8 -9 -10 10 -12 -13 -14 -15 15 -17
leaf_value=-0.0051957398033709622 -0.0042689605394305753 0.0021965915753307795 0.0093885216074645946 0.0086639278444658931 -0.0053584933755358903 0.0035454318487036915 -0.0054064990531512182 0.01108204387319711 0.0029045541925427094 0.0047129383853628404 -0.0017130549703919412 0.0015538213507004992 0.01023213384472431 0.0018388596278503565 0.0083234037609078836 0.005889881084831715
leaf_weight=52 52 67 75 60 54 231 55 59 79 75 57 58 72 102 307 910
leaf_count=52 52 67 75 60 54 231 55 59 79 75 57 58 72 102 307 910
internal_value=0 0.0049349 0.00311454 0.00231396 0.00159171 0.00238395 0.00331777 0.00508494 -0.000493292 0.00566836 0.00192447 0.00599316 0.00616853 0.00595613 0.00628181 0.00650524
internal_weight=0 2313 665 590 530 476 424 290 134 1648 132 1516 1458 1386 1284 1217
internal_count=2365 2313 665 590 530 476 424 290 134 1648 132 1516 1458 1386 1284 1217
is_linear=0
shrinkage=0.16829


Tree=8299
num_leaves=16
num_cat=0
split_feature=2 0 1 9 15 15 0 3 50 1 52 3 130 0 12
split_gain=0.184251 0.164878 0.132313 0.12886 0.0974984 0.0955716 0.142241 0.0751639 0.0836023 0.0828217 0.188371 0.0811308 0.0728384 0.0718715 0.0597479
threshold=0.11556500000000001 0.13134000000000004 0.092655000000000015 -1.0000000180025095e-35 -0.23821999999999996 -0.40312499999999996 -0.11471499999999998 -0.095764999999999989 0.041865000000000006 0.077300000000000021 -0.101225 0.10323000000000002 0.10383500000000001 -0.082039999999999988 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -4 -7 8 9 13 -11 12 14 -6 -9
right_child=2 -3 5 4 7 6 -8 11 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0032440220051533379 0.0053335724205380592 0.013818081653202535 0.0022730790448686829 0.011288790736140135 0.0083152330812248914 0.00090234309734047347 -0.0097787242375588761 0.00018395275177812305 0.0078548114035490776 0.0045759965274896732 -0.0085741652076159955 -0.00048056123069318597 -0.0003719547662277706 0 0.0055567426005516838
leaf_weight=62 102 53 92 59 53 67 74 62 54 57 67 78 66 67 1352
leaf_count=62 102 53 92 59 53 67 74 62 54 57 67 78 66 67 1352
internal_value=0 0.00453971 0.000273957 0.00429007 0.00453493 -0.00193327 -0.00469058 0.00431926 0.00186061 0.000526659 -0.00251484 0.00478838 0.00506728 0.00368452 0.00532243
internal_weight=0 2030 335 1977 1915 233 141 1856 298 244 124 1558 1480 120 1414
internal_count=2365 2030 335 1977 1915 233 141 1856 298 244 124 1558 1480 120 1414
is_linear=0
shrinkage=0.16829


Tree=8300
num_leaves=20
num_cat=0
split_feature=4 16 0 11 2 11 481 51 1 3 43 0 1 0 1 2 4 16 157
split_gain=0.251159 0.10187 0.151115 0.119705 0.128151 0.112949 0.108357 0.0828888 0.0797575 0.109368 0.076355 0.0702705 0.0973093 0.0908626 0.0659959 0.0550061 0.0846314 0.0481631 0.0420602
threshold=0.59999500000000017 -0.0070899999999999991 -0.10264999999999998 0.079915000000000014 -0.017044999999999998 0.085155000000000022 -0.08347499999999998 0.086430000000000021 0.10471500000000002 -0.022604999999999997 1.0000000180025095e-35 -0.085719999999999977 0.08956500000000002 -0.18560999999999997 0.093100000000000002 0.090425000000000019 -0.074934999999999988 -0.092049999999999979 -0.081109999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -6 8 14 -10 11 13 -13 -8 18 16 -12 -17 -4
right_child=-2 2 5 -5 6 -7 10 -9 9 -11 15 12 -14 -15 -16 17 -18 -19 -20
leaf_value=-0.0038600664290275944 -0.0073808253982659703 -0.0047534304545299999 -0.00093022767072635699 0.012014008133440531 -0.0011418333313833872 -0.0039340855870128432 0.0094358689532860439 0.0098879680854310915 0.0039463484169247921 -0.0064990453523074421 0.0017984750306575187 0.0057337030590266565 0.01117046475467146 0.0034148993099010539 0.0096632792520438687 -0.0031583534624310176 0.0094844815364729888 0.0031805790384645577 0.0039883883518223228
leaf_weight=52 58 78 56 60 86 60 85 56 61 53 110 348 129 447 53 65 65 71 376
leaf_count=52 58 78 56 60 86 60 85 56 61 53 110 348 129 447 53 65 65 71 376
internal_value=0 0.00382158 0.00227124 0.00463029 0.0043252 0.00304008 0.00462921 0.00368167 0.00309845 -0.000894084 0.00500656 0.00571875 0.00720779 0.00438027 0.00404061 0.00269019 0.00466354 0.000137732 0.00334663
internal_weight=0 2311 793 1518 1458 715 1406 655 599 114 1320 1009 477 532 485 311 175 136 432
internal_count=2369 2311 793 1518 1458 715 1406 655 599 114 1320 1009 477 532 485 311 175 136 432
is_linear=0
shrinkage=0.16829


Tree=8301
num_leaves=28
num_cat=0
split_feature=1 2 12 2 1 0 2 4 4 1 0 0 12 2 4 1209 12 0 42 12 50 12 1 12 4 2 2
split_gain=5.32231 1.23401 1.01587 0.668369 0.256895 0.236871 0.21412 0.33876 0.214071 0.183115 0.163852 0.155108 0.12733 0.216667 0.123002 0.0996876 0.0839081 0.0968273 0.0805842 0.0664194 0.0452708 0.0433737 0.0403099 0.0576981 0.0233702 0.0135038 0.00977768
threshold=0.10335000000000001 0.14823500000000003 0.085090000000000013 0.090225000000000014 0.088595000000000021 -0.047049999999999995 -1.0000000180025095e-35 -0.0086449999999999982 0.03851000000000001 0.092415000000000011 -0.087939999999999977 -0.14989499999999997 0.083825000000000024 0.08400500000000001 0.24726500000000004 0.087660000000000016 -0.074254999999999988 -0.14151499999999997 0.089595000000000022 0.096780000000000019 0.085685000000000011 0.095330000000000012 0.08956500000000002 0.089175000000000018 0.14871000000000004 0.092495000000000008 0.10136500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 9 5 8 -2 -8 10 11 -5 -1 13 -13 18 22 -9 -18 -4 24 -11 25 23 -14 -10 -12 -23
right_child=1 -3 14 4 -6 -7 7 16 19 20 21 12 15 -15 -16 -17 17 -19 -20 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=0.0011156072344205364 0.0003302954286517451 0.0001421319669795095 0.00093119148770914547 0.0010867567989311828 0.00065149545726603687 0.00068649658701385894 0.00075562086258051866 0.00055465336045379615 0.00076483442109050138 0.00078197618216139175 0.00087670732028024547 0.00070673676769087942 0.00098491559058210866 0.00097798938195597538 0.0006565793346250382 0.00082512732183788798 0.00049591790869315351 0.00029287895484285815 0.00075253946512648766 0.0006659817905467168 0.00090322499013711054 0.00080512920863365031 0.0010618647535007072 0.00090584912541094597 0.00086837738205042985 0.0009525773769170667 0.00087406134304372535
leaf_weight=67 87 80 63 52 96 98 53 56 63 87 61 62 492 70 56 55 52 53 55 52 66 75 62 144 54 93 65
leaf_count=67 87 80 63 52 96 98 53 56 63 87 61 62 492 70 56 55 52 53 55 52 66 75 62 144 54 93 65
internal_value=0 0.000521856 0.000585735 0.000891316 0.000811882 0.000836942 0.00046942 0.000525815 0.000865502 0.000942251 0.000913063 0.00095953 0.000947674 0.00085085 0.000786745 0.0009646 0.000449946 0.000393767 0.00084822 0.00076792 0.00083451 0.000882222 0.00097554 0.000967069 0.000812925 0.000922754 0.000837385
internal_weight=0 555 475 1814 709 613 301 214 515 1105 346 952 885 132 174 753 161 105 118 169 153 294 698 636 117 154 140
internal_count=2369 555 475 1814 709 613 301 214 515 1105 346 952 885 132 174 753 161 105 118 169 153 294 698 636 117 154 140
is_linear=0
shrinkage=0.0032998


Tree=8302
num_leaves=18
num_cat=0
split_feature=3 3 2 151 12 47 1 1 402 43 13 1447 2 12 43 1212 1
split_gain=0.223961 0.0897739 0.102759 0.0950977 0.0771144 0.0820563 0.0811712 0.202928 0.0735444 0.0755381 0.0856407 0.144825 0.128736 0.203377 0.0557869 0.0555002 0.0416894
threshold=0.31370500000000007 0.12991000000000003 0.090225000000000014 -0.091174999999999992 -0.089839999999999989 0.081320000000000017 0.081315000000000012 0.10080500000000002 -0.097504999999999994 -0.13868499999999997 -0.011494999999999998 -0.085024999999999989 0.078405000000000016 0.084595000000000017 -0.0040649999999999983 0.088030000000000011 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 -5 6 14 -8 -1 -10 11 -11 13 -12 -6 -13 -14
right_child=-2 -3 3 4 5 -7 7 -9 9 10 12 15 16 -15 -16 -17 -18
leaf_value=0.00015021294163353722 -0.0051253698125471982 0.0098635554746022355 0.0087527881874268441 -0.003994795699478389 0.0041802402647452344 0.0086440146966544236 -0.0092890109856572731 0.0020968830424724799 0.0093845509743561342 -0.00129062748244941 -0.0083600015858503011 0.0068249079627815349 0.0064936914519193954 0.005000211307738105 0.00033816838755171291 0.0016218467983451833 0.0008922126562686478
leaf_weight=96 81 69 61 59 359 54 59 178 103 78 66 628 144 63 154 65 52
leaf_count=96 81 69 61 59 359 54 59 178 103 78 66 628 144 63 154 65 52
internal_value=0 0.00386997 0.00368279 0.00232313 0.00186658 0.00229894 0.0018397 -0.00073 0.00465154 0.00501045 0.00459774 0.00556523 0.00229704 -0.00182132 0.00303037 0.00633948 0.00501675
internal_weight=0 2288 2219 924 863 804 750 237 1295 1199 1096 771 325 129 513 693 196
internal_count=2369 2288 2219 924 863 804 750 237 1295 1199 1096 771 325 129 513 693 196
is_linear=0
shrinkage=0.16829


Tree=8303
num_leaves=27
num_cat=0
split_feature=1 2 3 2 2 2 1 11 4 2 2 475 2 3 0 2 4 2 157 158 13 15 3 15 0 3
split_gain=10.6322 2.38631 1.2182 1.04701 0.748267 0.447722 0.343485 0.354639 0.334131 0.292535 0.169379 0.105981 0.199078 0.0959987 0.0959401 0.0954207 0.0919035 0.0871134 0.0605572 0.0655319 0.0521952 0.0518321 0.049364 0.0388217 0.0303021 0.0181434
threshold=0.10335000000000001 0.14823500000000003 -0.036844999999999996 0.09857500000000001 -1.0000000180025095e-35 0.114165 0.092415000000000011 1.0000000180025095e-35 -0.0083249999999999973 0.12454500000000002 0.090225000000000014 -0.082824999999999982 0.087575000000000014 -0.017449999999999997 -0.045754999999999997 0.10406500000000002 -0.0073899999999999999 0.11693000000000002 -0.027269999999999996 0.080150000000000013 -0.07150999999999999 1.0000000180025095e-35 -0.073309999999999986 0.035560000000000008 -0.065489999999999979 -0.077544999999999989
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=3 2 5 6 -4 14 7 10 -6 13 11 12 -1 15 -2 -5 22 -10 -13 -20 -17 -8 23 -12 -22 -18
right_child=1 -3 4 9 8 -7 21 -9 17 -11 16 18 -14 -15 -16 20 25 -19 19 -21 24 -23 -24 -25 -26 -27
leaf_value=0.00069595198146582039 0.00077273537570142535 -0.00020365140365237409 6.1001282034365279e-06 0.00065042958073500414 0.00060932883673724743 0.00035014969476952702 0.0006780865500277247 0.0011325134809636282 0.00038371963830267366 0.00045763027822124091 0.00089716417717716269 0.0010293368405630307 0.00097109963790118783 0.00060290054228509234 0.00059196962514166274 0.00088924321186514724 0.00069400326776728339 0.00021953833162666861 0.00090689567473446156 0.0010145741194088858 0.00069453063862834341 0.00080109101203292802 0.00094997313164891422 0.00078765961890325581 0.00081123144499673828 0.00078980994438408616
leaf_weight=66 91 80 82 71 52 53 81 70 70 54 68 64 53 60 53 52 53 74 639 75 53 82 59 98 60 56
leaf_count=66 91 80 82 71 52 53 81 70 70 54 68 64 53 60 53 52 53 74 639 75 53 82 59 98 60 56
internal_value=0 0.000323292 0.000412114 0.000845343 0.000271213 0.00061077 0.000884186 0.000902201 0.000381948 0.000682764 0.000889076 0.000913065 0.000818793 0.000723717 0.000706448 0.000754283 0.000824547 0.000299593 0.000927439 0.000918256 0.000798758 0.000740182 0.00086363 0.000832729 0.000756807 0.000743548
internal_weight=0 555 475 1814 278 197 1464 1301 196 350 1231 897 119 296 144 236 334 144 778 714 165 163 225 166 113 109
internal_count=2369 555 475 1814 278 197 1464 1301 196 350 1231 897 119 296 144 236 334 144 778 714 165 163 225 166 113 109
is_linear=0
shrinkage=0.0032998


Tree=8304
num_leaves=29
num_cat=0
split_feature=1 3 3 150 12 1 4 1 50 1 1 3 12 12 12 4 158 12 133 133 4 15 12 4 15 133 3 403
split_gain=9.23329 2.02746 0.708734 0.647895 0.454037 0.451959 0.368482 0.362623 0.348825 0.344667 0.303135 0.251342 0.48544 0.192064 0.166638 0.167241 0.130039 0.233856 0.236691 0.107974 0.0642304 0.0474307 0.0438616 0.0407439 0.0721121 0.0479553 0.0352134 0.0191745
threshold=0.10335000000000001 0.31370500000000007 -0.06340999999999998 0.083295000000000022 0.090255000000000016 0.089840000000000017 0.30163500000000004 0.088340000000000016 0.041865000000000006 1.0000000180025095e-35 0.084035000000000012 0.10449500000000002 -0.078454999999999983 0.08536500000000001 0.11628000000000001 -0.076184999999999989 0.080150000000000013 0.083825000000000024 0.026115000000000003 -1.0000000180025095e-35 -0.00013999999999999996 -0.026169999999999995 0.092735000000000026 0.059230000000000012 -0.077134999999999995 0.097125000000000003 -0.085499999999999979 -0.070299999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 7 26 21 9 11 16 -11 12 -4 -9 15 19 17 18 -1 -6 -19 -2 -21 24 -17 -26 -5 -24
right_child=1 -3 8 5 14 -7 -8 13 -10 10 -12 -13 -14 -15 -16 23 -18 20 -20 22 -22 -23 27 -25 25 -27 -28 -29
leaf_value=0.00079662225764257804 0.00096408490740830673 6.3049761850664449e-05 0.00053665111475744505 0.00090487501029976709 0.0012093912902239978 0.00061161991864145434 0.00058755486104306997 0.00084360085606442379 0.00078137863287456092 0.0014265104586651295 0.0011463206977387341 0.00062385188567901117 0.00014429882521692003 0.0011029954928557216 0.00083908060709043182 0.0010691212879182005 0.0012244720663485841 0.0011312603580515849 0.0011071421564882065 0.00095648077506304326 0.0010033057681196479 0.00082686018875357669 0.0011324627629641839 0.00088560452093022291 0.00098842748349631032 0.0008791518350513976 0.0010292664087826339 0.0010353547207896834
leaf_weight=58 67 78 99 56 61 58 62 79 52 76 100 87 53 54 67 92 85 396 52 52 54 57 55 58 162 71 61 67
leaf_count=58 67 78 99 56 61 58 62 79 52 76 100 87 53 54 67 92 85 396 52 52 54 57 55 58 162 71 61 67
internal_value=0 0.000556758 0.000637416 0.0010433 0.00106377 0.000851444 0.000796901 0.00111064 0.000535357 0.00113675 0.00126751 0.000481681 0.000400076 0.000949184 0.000998443 0.00101566 0.00110101 0.00108221 0.000943734 0.00108625 0.00111598 0.00090129 0.00104288 0.000972258 0.000987614 0.00095528 0.00097003 0.00107942
internal_weight=0 555 477 1814 1639 175 186 954 291 821 176 239 152 133 685 618 645 560 110 235 450 124 174 383 325 233 117 122
internal_count=2369 555 477 1814 1639 175 186 954 291 821 176 239 152 133 685 618 645 560 110 235 450 124 174 383 325 233 117 122
is_linear=0
shrinkage=0.0032998


Tree=8305
num_leaves=18
num_cat=0
split_feature=4 14 14 481 150 4 10 124 52 52 52 160 160 48 42 124 4
split_gain=0.166292 0.15731 0.103718 0.100466 0.074266 0.0742753 0.0725801 0.0592421 0.0575919 0.109581 0.131393 0.0957892 0.0901552 0.0692432 0.0486899 0.0232352 0.0200381
threshold=0.30163500000000004 -0.45687499999999998 0.076175000000000007 -0.062079999999999989 0.081245000000000026 0.50113000000000019 -0.010699999999999999 -0.043384999999999993 -0.013914999999999999 0.085020000000000012 0.063595000000000013 -0.085784999999999986 -0.065384999999999985 0.093265000000000015 0.088305000000000008 -0.08645499999999999 -0.014854999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 14 5 -3 -5 15 11 10 -10 -9 -13 -11 16 -8 -1
right_child=1 4 -4 6 -6 -7 7 8 9 13 -12 12 -14 -15 -16 -17 -18
leaf_value=0.012430944103735126 0.0081232669223843621 -0.0091776341891320456 0.010866503058219389 0.010145915536902396 0.0028776827942401289 -0.0012375730049800952 0.0023641671937775599 0.011537252187884893 0.0023003233815708534 0.0052993874901482371 -0.0066764927908931045 -0.0009893593968813895 0.0054201970861861327 -0.0010426149195553848 0.0044475164529038597 -0.0025280093681710088 0.0078237003417304142
leaf_weight=59 53 54 71 52 58 89 56 63 408 549 52 71 474 53 67 54 55
leaf_count=59 53 54 71 52 58 89 56 63 408 549 52 71 474 53 67 54 55
internal_value=0 -2.55941e-05 0.00452827 0.00430383 -0.00218324 -0.00424848 0.00392822 0.00374557 0.00399475 0.00324262 0.00128165 0.00530555 0.00458189 0.00473805 0.00809561 -2.11142e-05 0.0102239
internal_weight=0 254 2084 2013 201 143 1832 1780 1670 1062 460 608 545 602 181 110 114
internal_count=2338 254 2084 2013 201 143 1832 1780 1670 1062 460 608 545 602 181 110 114
is_linear=0
shrinkage=0.16829


Tree=8306
num_leaves=24
num_cat=0
split_feature=12 2 2 2 13 14 39 0 16 16 3 0 13 2 0 2 2 51 2 2 12 47 0
split_gain=6.07797 1.83947 1.74975 1.67144 0.669072 0.48412 0.405967 0.354851 0.391156 0.347739 0.260459 0.25248 0.199949 0.199066 0.182118 0.17576 0.135781 0.13509 0.120798 0.120301 0.0939237 0.0778529 0.0749926
threshold=0.054520000000000006 0.13290500000000002 0.10613000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.057600000000000005 0.087690000000000004 -0.10417499999999999 0.0086100000000000013 -0.029084999999999996 -0.085684999999999997 -0.14582499999999995 0.019675000000000002 0.14721500000000001 0.04939000000000001 0.089690000000000006 0.086885000000000004 -0.085574999999999984 0.10045500000000002 0.091955000000000023 -0.078454999999999983 0.087885000000000019 -0.079119999999999982
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 3 6 13 7 -1 10 12 -5 -2 -6 17 20 16 -11 21 -9 -18 -19 -4 -10 -14
right_child=1 -3 4 9 11 -7 -8 8 14 15 -12 -13 22 -15 -16 -17 18 19 -20 -21 -22 -23 -24
leaf_value=0.00050817473040879575 0.00053080037716854043 0.00028444178005257757 0.00033041234236658867 0.00066754340474144917 0.00032743500530318177 0.0012034627112202584 0.00010563244457760739 0.001096349254378627 0.00059040448711525394 0.0010800937999489515 0.00085200756284417231 0.00062396360311283209 0.00087202957996611406 -2.6781516075739609e-06 0.0009688861403862782 0.00082550984005990628 0.00090575501813049922 0.00094753618170455973 0.00073790454939092268 0.00084492307307483874 0.00014060851015958463 0.00076389542836599123 0.00071366981354813099
leaf_weight=58 54 57 62 99 60 52 52 59 60 52 58 67 83 52 59 74 96 754 99 158 54 59 60
leaf_count=58 54 57 62 99 60 52 52 59 60 52 58 67 83 52 59 74 96 754 99 158 54 59 60
internal_value=0 0.00086816 0.0004888 0.000652082 0.000303259 0.000888292 0.000318202 0.00087802 0.000891596 0.000815155 0.000697454 0.000484149 0.000922769 0.000166305 0.000798403 0.000930856 0.000766257 0.000939954 0.000820719 0.000929798 0.000242359 0.000676717 0.000805831
internal_weight=0 1708 630 335 295 1651 110 1599 1487 225 112 127 1114 168 373 126 314 971 195 912 116 119 143
internal_count=2338 1708 630 335 295 1651 110 1599 1487 225 112 127 1114 168 373 126 314 971 195 912 116 119 143
is_linear=0
shrinkage=0.0032998


Tree=8307
num_leaves=17
num_cat=0
split_feature=4 15 480 158 39 39 160 403 12 456 4 12 4 13 3 160
split_gain=0.145092 0.135727 0.0897439 0.0869159 0.0880309 0.101185 0.0793455 0.0969775 0.196864 0.0736011 0.0591116 0.0587644 0.0492732 0.0465534 0.0653333 0.0243804
threshold=0.30163500000000004 -0.41606999999999994 0.056320000000000009 0.07968500000000002 0.089130000000000015 1.0000000180025095e-35 0.11405000000000001 -0.081354999999999997 0.085965000000000014 0.087680000000000022 0.51400500000000016 0.085325000000000012 0.41555500000000006 -0.00038499999999999998 -0.080254999999999979 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 6 7 8 -1 -9 -2 -4 -3 14 -5 -13
right_child=1 12 11 13 -6 -7 -8 9 -10 -11 -12 15 -14 -15 -16 -17
leaf_value=-0.0082026989776532288 0.006536361048281902 -0.00067908727162136048 0.012183964670697314 0.0087437710358475584 -0.0018827050984016719 0.010572667726845396 -0.0026359112117801528 0.0042342092325625708 0.0030939202073895691 0.0098870977132485462 -0.00021443330780656584 0.0080756072234610208 -0.0079456835073024434 0.011296298274619291 0.0023017892880506001 0.0030293866399360263
leaf_weight=52 80 52 63 96 78 62 55 1082 272 70 67 59 55 57 85 53
leaf_count=52 80 52 63 96 78 62 55 1082 272 70 67 59 55 57 85 53
internal_value=0 0.000121366 0.00438893 0.00405266 0.0036219 0.00389256 0.00362086 0.00385523 0.00127534 0.00457926 0.00344725 0.00804686 -0.00443104 0.00706948 0.00572846 0.0057037
internal_weight=0 254 2084 1909 1671 1593 1531 1476 324 1152 147 175 107 238 181 112
internal_count=2338 254 2084 1909 1671 1593 1531 1476 324 1152 147 175 107 238 181 112
is_linear=0
shrinkage=0.16829


Tree=8308
num_leaves=23
num_cat=0
split_feature=10 14 0 157 52 49 52 48 1456 13 16 0 16 52 2 1212 0 130 16 2 0 1
split_gain=0.101504 0.0867415 0.0726795 0.205428 0.115976 0.0746889 0.0919946 0.0828735 0.0661348 0.0728468 0.0932139 0.197762 0.073715 0.0856901 0.0852854 0.0767938 0.0676768 0.0591127 0.0540554 0.0641524 0.033724 0.0223067
threshold=-0.092019999999999977 0.076175000000000007 -0.10023499999999998 -0.056799999999999996 -0.082354999999999984 -0.050114999999999993 0.05118000000000001 0.10078500000000001 -0.16130999999999998 -0.012899999999999998 0.00088000000000000003 -0.053259999999999995 -0.083879999999999996 0.022635000000000006 0.10045500000000002 0.040035000000000008 -0.087939999999999977 0.0062100000000000011 0.25032500000000008 0.10656 -0.067329999999999987 0.089910000000000004
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 2 3 -2 -5 -6 7 -7 -4 12 11 17 13 21 15 -14 -15 -11 -12 -20 -16 -10
right_child=1 -3 8 4 5 6 -8 -9 9 10 18 -13 14 16 20 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.003551883794258609 -0.0086315446500640231 0.0092498513020400717 -0.0019954222802513939 0.0099531571171934535 -0.0031926867317145116 0.0068464456634590356 -0.0032916892885370467 -0.00097871363628677303 0.0084085668996089942 0.0041810685924864753 0.008313624786810846 -0.0082850467878715865 0.0041100186429358972 0.0092697453127621315 -0.0026361307665418521 0.0099385373993970509 0.0024217245889379827 -0.00014082248138887191 -0.0003264685826907675 0.0067327658312416891 0.0024611177130864229 0.013489193391420594
leaf_weight=60 52 71 55 53 75 135 53 53 52 222 95 56 556 64 63 73 116 149 74 71 88 52
leaf_count=60 52 71 55 53 75 135 53 53 52 222 95 56 556 64 63 73 116 149 74 71 88 52
internal_value=0 0.00344623 0.00325871 0.00126312 0.00266236 0.00143385 0.0028811 0.00463086 0.00372811 0.00391101 0.00252641 0.00102965 0.00477729 0.00710654 0.0039269 0.00478932 0.00486656 0.00244048 0.00518193 0.00311773 0.000322553 0.0109662
internal_weight=0 2278 2207 421 369 316 241 188 1786 1731 667 427 1064 284 780 629 180 371 240 145 151 104
internal_count=2338 2278 2207 421 369 316 241 188 1786 1731 667 427 1064 284 780 629 180 371 240 145 151 104
is_linear=0
shrinkage=0.16829


Tree=8309
num_leaves=17
num_cat=0
split_feature=4 16 0 4 16 1427 16 0 157 0 12 16 4 4 1 1
split_gain=0.0830173 0.0807961 0.0629577 0.125789 0.0696475 0.0635325 0.0610998 0.0677322 0.134195 0.108644 0.0755213 0.155962 0.0672581 0.0579189 0.0756315 0.0477034
threshold=0.40124500000000002 -0.42372999999999994 -0.12608499999999997 -0.030434999999999993 -0.013529999999999999 0.083935000000000023 -0.14483499999999996 -0.010949999999999998 -1.0000000180025095e-35 0.12381500000000002 0.080120000000000011 -0.0013749999999999997 0.062150000000000004 0.45363500000000007 0.13075500000000004 0.07677500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -3 -5 6 -4 10 -9 -10 11 -8 -12 -2 -15 -1
right_child=13 2 5 4 -6 -7 7 8 9 -11 12 -13 -14 14 -16 -17
leaf_value=0.0040010892812868352 -0.0038136561206623871 0.0060998984045634811 0.0076383069135675646 0.00018103265111913937 -0.0071732197823331737 0.0087398633737845333 0.0016494113049553398 0.0061616308055656155 -0.009557590309995926 0.0012948036711263086 0.0029389248054711731 0.012641495429710083 -0.0031645611535570804 0.0059945164807442891 -0.0015129914489476713 0.011017028737427541
leaf_weight=57 84 70 76 100 57 56 80 55 52 52 1268 68 53 66 89 55
leaf_count=57 84 70 76 100 57 56 80 55 52 52 1268 68 53 66 89 55
internal_value=0 0.00305497 0.00280563 0.000159571 -0.00247754 0.00314589 0.00296099 0.00274154 -0.000548315 -0.00411412 0.00309885 0.00671197 0.00269269 -0.00024839 0.00167216 0.00746246
internal_weight=0 2099 1987 227 157 1760 1704 1628 159 104 1469 148 1321 239 155 112
internal_count=2338 2099 1987 227 157 1760 1704 1628 159 104 1469 148 1321 239 155 112
is_linear=0
shrinkage=0.16829


Tree=8310
num_leaves=23
num_cat=0
split_feature=1 12 1 123 9 47 14 1 12 43 156 1429 1 12 43 43 43 159 1 12 12 1
split_gain=5.29966 0.949032 0.556821 0.46461 0.383659 0.251146 0.231873 0.231182 0.158421 0.218591 0.225424 0.250517 0.097639 0.13835 0.0941913 0.0780808 0.10901 0.0674367 0.0614865 0.0583648 0.0465791 0.0149654
threshold=0.10335000000000001 0.085090000000000013 0.12205500000000001 0.081990000000000021 -1.0000000180025095e-35 0.10019500000000002 0.062655000000000016 0.10932500000000002 0.09697500000000002 -0.15924499999999997 0.050840000000000003 0.083870000000000014 0.089790000000000023 0.089175000000000018 -0.081324999999999995 0.070325000000000013 -0.073404999999999984 -0.023859999999999996 0.11810000000000001 0.096425000000000025 0.10337000000000002 0.13752500000000004
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 4 19 6 -2 7 8 -6 9 -1 12 14 17 -14 -12 16 -10 -11 -9 -3 -18 -20
right_child=1 2 -4 -5 5 -7 -8 18 15 10 11 -13 13 -15 -16 -17 20 -19 21 -21 -22 -23
leaf_value=0.00064333975441296758 8.7751279438777761e-05 0.00083690291021467982 0.00037254309654833099 0.00053766418958177073 0.000515522507974001 0.00058016285826817989 0.0010321266102695805 0.00035929804034114815 0.00079476165459147483 0.00094286916283369633 0.00071518564295703735 0.00055944825340441989 0.00067759202515357527 0.00086147789818406915 0.00089705543151668155 0.00084211796274221633 0.0007147685176321875 0.00086517297695730411 0.00018439350527925041 0.00068648165784620488 0.00057101558097915727 0.0002665736072149762
leaf_weight=62 55 63 59 62 60 60 61 62 103 158 57 59 72 129 77 79 52 798 52 59 55 54
leaf_count=62 55 63 59 62 60 60 61 62 103 158 57 59 72 129 77 79 52 798 52 59 55 54
internal_value=0 0.000443352 0.000636894 0.000820036 0.000341118 0.000389382 0.000829952 0.000339022 0.000822681 0.000837308 0.00084619 0.000740501 0.000863789 0.000795784 0.000819956 0.000751098 0.000716689 0.000878051 0.000275776 0.000764447 0.000641206 0.000226591
internal_weight=0 524 181 1824 343 288 1762 228 1701 1412 1350 193 1157 201 134 289 210 956 168 122 107 106
internal_count=2348 524 181 1824 343 288 1762 228 1701 1412 1350 193 1157 201 134 289 210 956 168 122 107 106
is_linear=0
shrinkage=0.0032998


Tree=8311
num_leaves=25
num_cat=0
split_feature=1 4 2 4 2 1 4 11 52 1 2 4 43 16 157 16 15 43 131 16 15 16 52 16
split_gain=4.66463 0.871353 0.604212 0.368415 0.506342 0.259059 0.253013 0.20547 0.163331 0.137875 0.160557 0.15097 0.121481 0.110947 0.0891209 0.141079 0.137452 0.106603 0.0883456 0.085466 0.0794852 0.077129 0.0671789 0.100869
threshold=0.109225 0.51400500000000016 0.14461000000000004 -0.42305999999999994 0.10272000000000002 0.084795000000000023 -0.031874999999999994 0.079300000000000009 -0.023474999999999996 0.092415000000000011 0.088745000000000004 0.04105000000000001 -0.073404999999999984 -0.053214999999999991 -0.079969999999999986 -0.0092499999999999978 -1.0000000180025095e-35 -0.08231999999999999 0.077860000000000013 -0.08422499999999998 -0.12640499999999996 -0.061784999999999993 0.40249000000000007 -0.089984999999999996
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 6 7 9 12 -2 -1 -8 10 14 22 -6 19 17 18 -17 -5 -16 -11 -10 -14 23 -12
right_child=1 -3 -4 4 5 -7 8 -9 20 13 11 -13 21 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00098399897102579474 0.00066122432481305598 -1.4371547072907019e-05 0.00012342276768089226 0.00059765262491392188 0.00072823912885338206 0.00042890040887778359 0.00029161818647961127 0.00071972371743692163 0.0003917725436721581 0.00061891682613370285 0.00055969962849833691 0.00055676919706716406 0.000652857761344213 0.00055648340808044235 0.00073754837344766633 0.00077077230602111619 0.00099412058127471719 0.00079396383088834171 0.00084412693532127188 0.00080865923492191665 0.00056643472384031591 0.00047942101913973743 0.00082297549618563033 0.00072153989573462622
leaf_weight=82 57 70 72 73 96 92 78 55 54 54 52 82 59 92 477 63 62 55 110 55 65 58 57 278
leaf_count=82 57 70 72 73 96 92 78 55 54 54 52 82 59 92 477 63 62 55 110 55 65 58 57 278
internal_value=0 0.000319182 0.000390912 0.000712146 0.000699595 0.000576395 0.000466597 0.00087816 0.000410105 0.000724457 0.000736997 0.000687341 0.000639936 0.00064261 0.00076468 0.000779444 0.000881835 0.00068228 0.000757581 0.000714982 0.000487472 0.000567182 0.000714916 0.000696145
internal_weight=0 396 326 1952 1815 305 254 137 197 1510 1309 469 213 201 840 712 125 128 587 109 119 117 387 330
internal_count=2348 396 326 1952 1815 305 254 137 197 1510 1309 469 213 201 840 712 125 128 587 109 119 117 387 330
is_linear=0
shrinkage=0.0032998


Tree=8312
num_leaves=25
num_cat=0
split_feature=1 2 2 16 39 1 52 39 3 2 2 3 475 52 4 3 3 4 52 1447 49 3 51 16
split_gain=15.2006 2.83195 2.31064 1.58571 1.003 0.683134 0.542451 0.471793 0.447243 0.434179 0.401306 0.298818 0.274948 0.242076 0.227213 0.199223 0.18841 0.150825 0.139701 0.119388 0.113484 0.0949249 0.0543149 0.0467381
threshold=0.109225 0.16394500000000004 0.099675000000000014 0.25761500000000009 0.081875000000000017 0.095025000000000012 -0.45478499999999994 0.088895000000000016 0.149315 0.11585500000000001 0.088885000000000006 -0.064674999999999983 -0.081774999999999973 0.024560000000000002 0.41257000000000005 -0.013119999999999998 -0.071329999999999991 -0.084904999999999994 0.11916 -0.084149999999999989 -1.0000000180025095e-35 -0.090624999999999997 0.089530000000000012 -0.089984999999999996
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 5 7 6 10 -4 8 14 13 12 -7 20 16 -2 18 -8 -12 19 -14 -1 -19 23 -23
right_child=1 -3 4 -5 -6 11 9 -9 -10 -11 17 -13 15 -15 -16 -17 -18 21 -20 -21 -22 22 -24 -25
leaf_value=0.00097490568948540083 0.00050645995891821871 -0.00052531941423358635 0.00095431750888632348 0.00078505053701362056 0.00024570741197401887 0.00085360694949289926 0.00077648256557342696 -1.27426846536758e-05 5.0102458022459216e-05 0.0004617574629284925 0.0010209322696427758 0.00052905336493429104 0.0011745563418450804 0.00087010633014850819 0.000227143736694194 0.0012106008541991091 0.00049783245143446449 0.00072612840807424349 0.00085346966478369655 0.0010138192632694559 0.00076909785232098489 0.00078248842181003657 0.00098254613389992538 0.00088733861826134045
leaf_weight=55 75 54 91 58 53 73 54 89 64 85 79 55 58 92 56 63 54 53 57 631 69 69 53 208
leaf_count=55 75 54 91 58 53 73 54 89 64 85 79 55 58 92 56 63 54 53 57 631 69 69 53 208
internal_value=0 0.000176712 0.000885882 0.000287662 0.000671687 0.000946194 0.000731638 0.000185959 0.000276829 0.000660414 0.000967435 0.000714426 0.0010071 0.000744666 0.000387327 0.0010295 0.000637484 0.000887256 0.00101416 0.0010274 0.000860668 0.000859592 0.00088092 0.000861348
internal_weight=0 396 1952 342 429 1523 376 284 195 285 1395 128 933 200 131 809 108 462 746 689 124 383 330 277
internal_count=2348 396 1952 342 429 1523 376 284 195 285 1395 128 933 200 131 809 108 462 746 689 124 383 330 277
is_linear=0
shrinkage=0.0032998


Tree=8313
num_leaves=19
num_cat=0
split_feature=10 160 52 151 51 1 156 49 39 0 51 51 42 3 49 160 0 0
split_gain=0.193791 0.106461 0.166967 0.11064 0.0897457 0.0779132 0.0605691 0.0528961 0.0750813 0.0992006 0.0899301 0.0543214 0.0507793 0.0505327 0.0701224 0.0458713 0.0341391 0.0255725
threshold=-0.092019999999999977 -0.019794999999999997 -0.091234999999999983 0.057610000000000008 0.11394000000000001 0.091105000000000005 0.089950000000000016 0.11909500000000002 0.10076500000000001 0.0085900000000000021 -0.12463499999999998 -0.025904999999999994 0.090275000000000008 -0.082064999999999985 0.0033550000000000003 -0.092894999999999991 -0.085309999999999983 -0.088004999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 13 12 8 9 10 -3 -11 -7 14 16 17 -4 -15
right_child=1 3 5 -5 -6 6 -8 -9 -10 11 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.0057295889168718335 -0.0064839888377425589 0.010580680404185371 0.0020923767279487407 -0.0016307045194203056 0.010562820879612607 -0.0046346834207840739 0.0049557859586860306 0.00037468817359848035 -0.0011385184438652857 0.0052493913598942376 0.0043879195441861116 0.012263439177253787 0.0021743487882760243 0.011122528738780791 -0.0020387865072953948 0.0030100411219434703 0.0071522423916288071 0.0060908896263853077
leaf_weight=59 57 71 81 73 80 76 52 75 54 52 1146 83 52 53 66 77 73 68
leaf_count=59 57 71 81 73 80 76 52 75 54 52 1146 83 52 53 66 77 73 68
internal_value=0 0.00402675 0.00220888 0.00475435 0.0050541 0.00304047 0.00010295 0.00475532 0.00498772 0.00523373 0.00475068 0.00957504 -0.00185448 0.00430113 0.00253198 0.00625778 0.00450255 0.00830968
internal_weight=0 2289 655 1634 1561 598 180 1481 1406 1352 1217 135 128 418 220 198 154 121
internal_count=2348 2289 655 1634 1561 598 180 1481 1406 1352 1217 135 128 418 220 198 154 121
is_linear=0
shrinkage=0.16829


Tree=8314
num_leaves=25
num_cat=0
split_feature=3 3 43 12 16 12 50 3 16 3 43 12 43 42 160 3 3 160 12 42 3 16 12 47
split_gain=2.35035 1.12849 1.32577 0.630489 0.378066 0.328162 0.18697 0.275004 0.147176 0.118954 0.137201 0.0884784 0.127908 0.104647 0.142235 0.102423 0.0974375 0.0793909 0.0790321 0.0773654 0.0725409 0.0567558 0.0472475 0.04527
threshold=-0.065259999999999999 0.30112000000000005 -0.035884999999999993 0.023990000000000004 -0.116045 0.10321000000000001 0.083640000000000006 0.11924500000000002 0.061395000000000012 0.08734500000000002 0.022635000000000006 0.086795000000000011 -0.12584499999999996 0.084715000000000013 -0.069549999999999987 -0.12595999999999999 -0.086049999999999988 0.014995000000000003 0.09697500000000002 -0.027829999999999997 -0.090854999999999977 -0.0024749999999999993 0.085425000000000015 0.09585500000000001
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 4 -1 -2 11 7 8 9 10 -4 13 -13 14 -5 -14 -15 21 23 -7 -16 -6 -18 -17
right_child=1 -3 6 5 17 19 -8 -9 -10 -11 -12 12 15 16 20 18 22 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00038372492747801729 0.0001657682215525897 0.00016209998384991624 0.00080507899429760387 0.00062056578248568671 0.00047794850561663397 0.00066765059026510816 0.00086286447282146468 0.000429715992842838 0.00083238464764906798 0.00051624390372207905 0.0005754628526993972 0.00061810070371943679 0.00086809091575916042 0.00095197873269591829 0.00086790457397747738 0.00075739608177755264 0.00073114325571564112 0.00055474515096339276 0.00064838091520926053 0.00051659356856753949 0.00073295553959332432 0.00033154310492084773 0.00085755639205888979 0.00065094371778575343
leaf_weight=57 73 95 67 73 57 78 54 52 65 55 52 95 74 69 86 652 69 55 102 77 101 64 74 52
leaf_count=57 73 95 67 73 57 78 54 52 65 55 52 95 74 69 86 652 69 55 102 77 101 64 74 52
internal_value=0 0.000496558 0.000549989 0.000726048 0.000366183 0.000738206 0.000682547 0.000648965 0.000696521 0.000645565 0.000705039 0.000753753 0.000735288 0.000791823 0.000746308 0.000747898 0.000847477 0.000449109 0.00073682 0.000592837 0.000795206 0.000400802 0.000796806 0.000749583
internal_weight=0 689 594 1659 249 1602 345 291 239 174 119 1447 975 472 260 880 212 176 806 155 187 121 143 704
internal_count=2348 689 594 1659 249 1602 345 291 239 174 119 1447 975 472 260 880 212 176 806 155 187 121 143 704
is_linear=0
shrinkage=0.0032998


Tree=8315
num_leaves=10
num_cat=0
split_feature=1 40 474 14 3 3 14 15 3
split_gain=0.209244 0.180566 0.129598 0.118941 0.157874 0.179083 0.113972 0.120001 0.0578494
threshold=0.15067500000000003 0.051255000000000002 0.10451000000000001 -0.072219999999999993 0.10323000000000002 0.14121000000000003 0.054835000000000009 -0.23488499999999998 -0.10919499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -9
right_child=-2 -3 -4 4 5 -7 -8 8 -10
leaf_value=0.0096741211497651525 -0.006786747189392062 -0.0057969625975744345 0.011361309083444853 -0.0039954424012954006 -0.00800919900580567 0.0036194523222751094 0.010910717979598123 0.0012990926351484069 0.004428440245781924
leaf_weight=100 52 52 70 53 67 85 68 188 1654
leaf_count=100 52 52 70 53 67 85 68 188 1654
internal_value=0 0.00399441 0.00421802 0.00399146 0.00372193 -0.00149452 0.00412676 0.00388238 0.00411003
internal_weight=0 2337 2285 2215 2115 152 1963 1895 1842
internal_count=2389 2337 2285 2215 2115 152 1963 1895 1842
is_linear=0
shrinkage=0.16829


Tree=8316
num_leaves=24
num_cat=0
split_feature=1 10 1 4 123 4 52 4 11 12 42 47 1 12 42 12 1 1 158 4 13 160 12
split_gain=7.15018 1.01952 0.716743 0.615641 0.595145 0.47311 0.461021 0.491934 0.437826 0.394257 0.323684 0.155816 0.162558 0.126407 0.125282 0.10584 0.0969869 0.0951474 0.0944172 0.149727 0.0438524 0.036156 0.0515506
threshold=0.10752500000000002 -1.0000000180025095e-35 0.092415000000000011 -0.031874999999999994 1.0000000180025095e-35 0.046720000000000005 0.0043000000000000009 -0.013125 1.0000000180025095e-35 -0.042789999999999988 0.11819500000000001 0.090100000000000013 0.11551000000000002 0.094185000000000005 -0.080249999999999988 0.089885000000000007 0.088735000000000022 0.13271500000000003 0.07968500000000002 0.06707500000000001 -0.078734999999999986 -0.011514999999999999 0.085945000000000008
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 -2 5 -3 6 8 7 13 10 17 14 12 -11 -4 21 16 -16 -5 19 -7 -17 -1 -23
right_child=1 3 4 9 -6 18 -8 -9 -10 11 -12 -13 -14 -15 15 20 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00099775386180222234 0.00017994442785278748 0.00089496663240609968 0.0010678501871490822 0.00046274075793165093 0.00051466619978218038 0.00065682474859606217 0.0011465048524204764 0.0006043201865824178 0.0012776249431826823 0.00068178060097990993 0.0007602799771710396 0.00074157829348120408 0.00045389452565717934 0.00084980071952939727 0.0010360851220809625 0.0010170836143624097 0.0009022161704383935 0.00026444634656102884 0.00095352525380597384 0.00088305084800422058 0.00092155038886369074 0.0011938701010207346 0.00106995832036584
leaf_weight=54 83 59 53 54 56 52 60 76 69 59 57 68 85 71 625 81 70 54 69 90 226 56 162
leaf_count=54 83 59 53 54 56 52 60 76 69 59 57 68 85 71 625 81 70 54 69 90 226 56 162
internal_value=0 0.000511799 0.000969062 0.000584382 0.000824724 0.000997352 0.00089137 0.000814654 0.00101943 0.000527008 0.00100602 0.000609924 0.000547509 0.000943283 0.00101699 0.000999469 0.00102265 0.00036392 0.000850679 0.000800456 0.000946871 0.00108139 0.00110195
internal_weight=0 462 1927 379 316 1611 260 200 1400 320 1331 212 144 124 1274 1002 695 108 211 142 307 272 218
internal_count=2389 462 1927 379 316 1611 260 200 1400 320 1331 212 144 124 1274 1002 695 108 211 142 307 272 218
is_linear=0
shrinkage=0.0032998


Tree=8317
num_leaves=17
num_cat=0
split_feature=4 3 39 3 14 52 133 13 15 4 4 13 15 15 3 15
split_gain=3.91639 1.83124 1.09468 0.485121 0.668914 0.284249 0.277284 0.271085 0.267603 0.301056 0.543459 0.280185 0.299883 0.173873 0.110946 0.103255
threshold=0.30163500000000004 0.30112000000000005 0.081875000000000017 0.10323000000000002 0.062655000000000016 0.060365000000000009 0.086805000000000007 -1.0000000180025095e-35 -0.014614999999999998 -0.42305999999999994 -0.099704999999999974 -0.061199999999999991 -0.11664999999999999 -0.087044999999999997 -0.081854999999999997 -0.41880499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 7 13 15 11 -10 -11 14 -13 -4 -1 -2
right_child=5 -3 6 -5 -6 -7 -8 -9 9 10 -12 12 -14 -15 -16 -17
leaf_value=0.00085676584877897419 0.00024079321170671948 0.0001692634546485273 0.0007419963453604956 0.00051868927403602176 0.0011336540355417872 0.00052342053077496361 0.0003292972592037419 0.00039339268362337319 0.00098975255906916921 0.00046970829021460853 0.00081492608031575881 0.00084153140754986708 0.00059422190656368808 0.0004704054710459431 0.00074229313283082879 4.2080889889868293e-05
leaf_weight=159 59 59 53 74 61 52 63 82 98 53 924 71 228 52 245 56
leaf_count=159 59 59 53 74 61 52 63 82 98 53 924 71 228 52 245 56
internal_value=0 0.000743308 0.000759566 0.000782028 0.000792605 0.000305804 0.00050359 0.000248183 0.000780884 0.000813909 0.000796235 0.000730334 0.000653065 0.00060783 0.000787433 0.000144335
internal_weight=0 2140 2081 1913 1839 249 168 197 1778 1075 977 703 299 105 404 115
internal_count=2389 2140 2081 1913 1839 249 168 197 1778 1075 977 703 299 105 404 115
is_linear=0
shrinkage=0.0032998


Tree=8318
num_leaves=22
num_cat=0
split_feature=1 3 4 39 14 1 150 4 1 52 1 3 48 160 1 52 4 4 3 156 49
split_gain=5.06789 1.06876 0.642798 0.519466 0.402749 0.397123 0.302325 0.272347 0.254706 0.23052 0.138947 0.121797 0.110563 0.273096 0.102358 0.0981114 0.0891953 0.326806 0.0862963 0.0633492 0.0413257
threshold=0.10752500000000002 -0.06340999999999998 0.36766000000000004 0.081875000000000017 0.062655000000000016 0.14741000000000001 0.084680000000000019 0.052250000000000012 0.093595000000000025 0.038145000000000005 0.11859500000000002 -0.080669999999999978 0.082225000000000006 0.058040000000000008 0.082615000000000008 -1.0000000180025095e-35 -0.50086499999999989 -0.11205499999999999 0.077930000000000013 0.090100000000000013 0.090140000000000012
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 -2 4 7 6 10 12 -5 11 -3 -9 16 14 15 -14 -1 -18 -12 -19 -13
right_child=1 5 -4 8 -6 -7 -8 9 -10 -11 18 20 13 -15 -16 -17 17 19 -20 -21 -22
leaf_value=0.0010532407031622214 0.00093396770013776272 0.00065862051835883638 0.00048275521186506273 0.00084693963212488228 0.001182446378524413 0.0001614610563464252 0.00029468032263828433 0.00085881918788862396 0.00052483768075474771 0.00094692938406560484 0.00037198299093058995 0.00072758338571697828 0.00095279512643807918 0.00064073538435829023 0.0010417899074274403 0.00076325490817955521 0.00070794291916934148 0.00094754616489363148 0.0005583836945298249 0.00084496724697630894 0.00059005347817620664
leaf_weight=69 86 68 58 52 60 58 80 52 57 79 55 53 66 52 52 60 71 1075 57 77 52
leaf_count=69 86 68 58 52 60 58 80 52 57 79 55 53 66 52 52 60 71 1075 57 77 52
internal_value=0 0.000516331 0.000752474 0.000901344 0.000914666 0.000409287 0.000464436 0.000905507 0.000678824 0.00080007 0.000539687 0.000725948 0.000921833 0.000853377 0.0009153 0.000862818 0.000933992 0.000927235 0.000467162 0.00094072 0.000659809
internal_weight=0 462 144 1927 1818 318 260 1758 109 236 180 157 1522 230 178 126 1292 1223 112 1152 105
internal_count=2389 462 144 1927 1818 318 260 1758 109 236 180 157 1522 230 178 126 1292 1223 112 1152 105
is_linear=0
shrinkage=0.0032998


Tree=8319
num_leaves=30
num_cat=0
split_feature=2 3 2 150 34 0 15 160 2 3 2 15 43 3 15 15 15 3 3 0 15 3 1212 15 160 15 43 15 43
split_gain=9.28845 3.3229 1.28825 1.28806 1.45244 0.942399 0.73274 0.645181 0.463082 0.385362 0.358108 0.304132 0.422391 0.404467 0.290851 0.190704 0.161275 0.154853 0.240036 0.144061 0.379629 0.122742 0.0716946 0.0335338 0.100443 0.031652 0.0191803 0.0178349 0.0132145
threshold=0.13538500000000001 -0.048154999999999996 0.17730000000000004 0.091105000000000005 -0.021334999999999996 -0.069074999999999984 -0.0036549999999999998 -0.074254999999999988 0.090115000000000015 0.102425 0.10527500000000002 -1.0000000180025095e-35 -0.067799999999999985 -0.14162499999999997 -0.23488499999999998 0.091435000000000002 -0.11664999999999999 -0.081784999999999983 -0.082404999999999992 -0.087749999999999981 -0.10364499999999999 -0.12595999999999999 0.087685000000000013 -0.049279999999999997 -0.081249999999999989 0.091990000000000016 -0.039409999999999994 -0.079109999999999986 -0.00076499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 14 4 -3 8 10 -7 17 -8 16 12 -9 -13 -2 19 -6 18 21 20 -10 -1 -23 24 -19 28 -17 -21 -25
right_child=2 3 -4 -5 6 7 9 11 15 -11 -12 13 -14 -15 -16 26 -18 23 -20 27 -22 22 -24 25 -26 -27 -28 -29 -30
leaf_value=0.001353764969615376 0.00024934204721346485 0.0004147720143966341 -0.00017359735587647195 0.00039635093740932037 0.0011012168753358673 0.00061251302193400005 0.0013415483465342136 0.0010653969727568609 0.001139007260088582 0.00095670511821637275 0.00069080155706232823 0.0013160468079704219 0.00067183026062097228 0.00096738175156619417 0.00057033156178265196 0.0011094070396695859 0.00087220069070447544 0.0011842737660868047 0.001422732996735646 0.0011280058771402513 0.0007682250552626163 0.0011996977029042396 0.0010943522394131864 0.0011505137788089515 0.00098017031385527796 0.0010881753364306809 0.0012079283373860271 0.0010422280196420314 0.0012386993449037883
leaf_weight=53 52 64 52 72 53 52 65 68 52 52 94 64 54 87 77 53 101 52 58 59 74 478 93 67 61 64 69 97 52
leaf_count=53 52 64 52 72 53 52 65 68 52 52 94 64 54 87 77 53 101 52 58 59 74 478 93 67 61 64 69 97 52
internal_value=0 0.0010422 0.000264388 0.00080566 0.000874273 0.00111161 0.000954746 0.000951097 0.00114933 0.00117081 0.000852672 0.00101546 0.000891484 0.00111539 0.000441214 0.00105457 0.000951247 0.00118844 0.00121643 0.00100649 0.000921526 0.0011972 0.0011826 0.00112383 0.00107441 0.00115416 0.00116542 0.0010749 0.00118934
internal_weight=0 2208 181 501 429 1707 365 325 1382 117 248 273 122 151 129 404 154 978 682 282 126 624 571 296 113 183 122 156 119
internal_count=2389 2208 181 501 429 1707 365 325 1382 117 248 273 122 151 129 404 154 978 682 282 126 624 571 296 113 183 122 156 119
is_linear=0
shrinkage=0.0032998


Tree=8320
num_leaves=26
num_cat=0
split_feature=1 3 50 15 2 3 4 1 150 13 13 3 160 1456 2 3 3 4 3 3 1 13 3 2 13
split_gain=0.303106 0.151991 0.103626 0.101879 0.101689 0.121847 0.150324 0.125631 0.098923 0.0982251 0.0937937 0.0813647 0.0711078 0.0567794 0.0745421 0.13744 0.0841838 0.0769359 0.063153 0.0614818 0.0550288 0.0359861 0.0344183 0.0369915 0.0145617
threshold=0.089405000000000012 -0.081854999999999997 0.12070000000000002 -0.087404999999999983 0.13880500000000004 0.077930000000000013 -0.074219999999999994 0.095510000000000012 1.0000000180025095e-35 -0.0072499999999999995 -0.050149999999999993 0.13524500000000003 0.10446500000000002 -0.15308499999999997 0.098365000000000022 -0.083584999999999979 -0.096404999999999991 0.0053900000000000016 -0.13795999999999997 -0.078484999999999985 0.10044000000000002 -0.054464999999999993 -0.074184999999999987 0.11500500000000001 -0.08533499999999998
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=2 3 12 -2 5 6 -3 -8 11 21 -5 -7 13 -1 16 -16 18 19 -15 -18 -12 -9 -17 -24 -6
right_child=1 4 -4 10 24 8 7 9 -10 -11 20 -13 -14 14 15 22 17 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.013373537861571775 0.0013499624994086706 -0.0071960369544388347 0.00012383394448806133 0.014593726267898569 -0.0047574167320117216 0.012806600110732294 0.0090861985055228356 0.0011394318253949006 0.00067652780326048038 -0.0049695460016372442 0.0023212290736552323 0.0040335893846416438 0.0030083423946763665 0.0081301355437292788 -0.0024031676182428127 0.010803223114855511 0.007544693727652701 0.0031462885812034809 0.015393127154835788 0.011299804288109304 0.009401107406635266 0.0063994572865819759 0.0030928443689727195 0.0090433289215288547 -0.00072727381963038045
leaf_weight=54 69 52 54 58 52 73 66 115 57 62 55 52 88 62 54 55 628 93 79 157 74 55 70 53 52
leaf_count=54 69 52 54 58 52 73 66 115 57 62 55 52 88 62 54 55 628 93 79 157 74 55 70 53 52
internal_value=0 0.00344203 0.00739104 0.00690751 0.00204429 0.00298678 0.00114397 0.0026053 0.00652079 0.000753849 0.00894855 0.0091714 0.00767146 0.00798453 0.00775048 0.00500861 0.00837297 0.00775437 0.0122122 0.008298 0.00639648 0.00285177 0.00726723 0.00567148 -0.00275962
internal_weight=0 892 1447 256 636 532 350 298 182 232 187 125 1393 1305 1251 232 1019 878 141 785 129 170 178 123 104
internal_count=2339 892 1447 256 636 532 350 298 182 232 187 125 1393 1305 1251 232 1019 878 141 785 129 170 178 123 104
is_linear=0
shrinkage=0.16829


Tree=8321
num_leaves=25
num_cat=0
split_feature=4 2 12 2 43 12 2 2 4 16 157 43 160 4 13 158 16 4 2 15 16 15 131 43
split_gain=4.58978 1.63729 0.803572 0.436152 0.318091 0.247255 0.219428 0.154213 0.166318 0.146666 0.137821 0.117097 0.108105 0.108951 0.0703449 0.0708737 0.0761549 0.0648769 0.107739 0.110603 0.0531617 0.0487709 0.0461351 0.0677292
threshold=0.30163500000000004 0.14271500000000001 0.077755000000000005 0.13538500000000001 -0.064499999999999988 0.092495000000000008 0.10859000000000001 0.084095000000000017 -0.085474999999999982 -0.43370499999999995 -0.062424999999999994 -0.088994999999999991 -0.034034999999999989 -0.00059999999999999995 -0.078114999999999976 0.081640000000000018 -0.042349999999999992 0.012315000000000001 0.088820000000000024 0.041820000000000003 -0.0019699999999999995 -0.18708499999999997 0.090150000000000022 -0.011764999999999998
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 2 4 9 11 7 12 8 -4 21 -7 -1 -6 -14 -12 16 -16 18 20 -20 -9 -2 23 -10
right_child=3 -3 5 -5 6 10 -8 17 22 -11 14 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00060470914414923979 0.00049402997438782986 0.00024045433832360166 0.0010136295083136083 7.6379357129134569e-05 0.00087155887122661465 0.00058975752042762883 0.00052217100809228713 0.00079460303931716525 0.00093123995738822181 0.00022163860160708684 0.00084444974453257615 0.0003988021922925756 0.00058457161095892547 0.00077913095694092814 0.00075811538213973074 0.00084206268865168708 0.00066325525248507003 0.00088524838244591157 0.00065811423029924691 0.0008248891199212075 0.00091276053120917635 0.00035626719915746115 0.00075336828066472391 0.00079943327648654677
leaf_weight=52 64 70 78 85 54 67 67 367 89 54 80 76 59 73 232 62 169 75 134 68 52 55 62 95
leaf_count=52 64 70 78 85 54 67 67 367 89 54 80 76 59 73 232 62 169 75 134 68 52 55 62 95
internal_value=0 0.000737295 0.000754572 0.000270461 0.000617706 0.000786542 0.000685856 0.000818271 0.000878717 0.000365616 0.000733429 0.000482727 0.000744629 0.000692436 0.000751091 0.000734884 0.000718225 0.000790082 0.000778532 0.000714431 0.000809351 0.000430654 0.000835796 0.000863379
internal_weight=0 2081 2011 258 381 1630 253 1020 324 173 610 128 186 132 543 463 401 696 621 202 419 119 246 184
internal_count=2339 2081 2011 258 381 1630 253 1020 324 173 610 128 186 132 543 463 401 696 621 202 419 119 246 184
is_linear=0
shrinkage=0.0032998


Tree=8322
num_leaves=20
num_cat=0
split_feature=1 12 12 12 0 3 0 3 2 11 52 4 12 49 0 12 49 52 12
split_gain=0.235337 0.164185 0.114512 0.11097 0.156438 0.107911 0.168295 0.109416 0.109133 0.0724807 0.0784361 0.0708692 0.0650792 0.111661 0.0921289 0.0897025 0.0639015 0.0495525 0.044303
threshold=0.12007000000000002 0.023990000000000004 0.083785000000000012 0.096915000000000015 -0.10490499999999998 -0.0053599999999999993 -0.066264999999999991 0.11745500000000002 0.10136500000000002 0.08976000000000002 -0.54663499999999987 0.50373500000000015 0.092495000000000008 -0.065249999999999989 -0.073674999999999977 0.094085000000000016 -0.0087399999999999995 0.024560000000000002 0.082780000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 18 4 -2 6 -1 8 16 10 -4 -6 13 -12 -15 -14 -7 -17 -3
right_child=3 2 9 -5 11 7 -8 -9 -10 -11 12 -13 15 14 -16 17 -18 -19 -20
leaf_value=0.004147075475544478 0.0096892808045624459 0.0086888897705860047 0.00011400144417300812 -0.005633479685640333 0.0029103881902104722 -0.00016137060343739872 -0.0069875106992157562 -0.00090261634705483666 0.012663205373200597 0.012104330708350068 0.00095947949434201476 -0.0048226353793805118 0.00032605614471616827 0.0073437549088634169 0.014703425481447794 0.0042375774162933246 0.0074881510579046526 0.0078065972523314962 0.015597346604366551
leaf_weight=92 60 57 60 62 73 54 66 64 66 60 74 62 100 765 52 238 71 211 52
leaf_count=92 60 57 60 62 73 54 66 64 66 60 74 62 100 765 52 238 71 211 52
internal_value=0 0.00596484 0.0067091 0.000559298 0.0025375 0.0029528 -0.00049271 0.00509471 0.0071137 0.00633819 0.00610634 -0.000627767 0.00635478 0.00724708 0.00781438 0.00490334 0.00416919 0.00591878 0.0120012
internal_weight=0 2082 1669 257 195 413 158 255 191 1560 1500 135 1440 891 817 549 125 449 109
internal_count=2339 2082 1669 257 195 413 158 255 191 1560 1500 135 1440 891 817 549 125 449 109
is_linear=0
shrinkage=0.16829


Tree=8323
num_leaves=17
num_cat=0
split_feature=2 12 16 2 2 14 43 51 48 13 43 43 150 16 16 2
split_gain=0.190712 0.116398 0.174407 0.146153 0.328378 0.0888359 0.086004 0.058163 0.0930321 0.0690263 0.0693216 0.056216 0.0472525 0.0519199 0.0601174 0.0397112
threshold=0.13631000000000001 -0.010219999999999998 -0.43370499999999995 0.098215000000000011 -0.0050599999999999994 0.078745000000000009 -0.046639999999999994 0.07955000000000001 0.093265000000000015 -0.099039999999999975 0.053035000000000006 -0.079199999999999979 0.11819500000000001 -0.4714549999999999 -0.020464999999999997 0.087830000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -2 9 11 10 -3 -9 13 -11 -15 -13
right_child=6 5 3 -5 -6 -7 -8 8 -10 12 -12 15 -14 14 -16 -17
leaf_value=0.0092802247835277584 0.0032999143311064653 0.0056385168549192505 -0.0061210585826804156 -0.0072866021696252727 0.012031890426371136 -0.0014328031210862819 -0.0042726592577795449 0.0095307899507488577 -0.0028690262080017081 0.00046342810868569304 0.01432638114328378 0.006633190641375632 0.010585046879818746 0.0066726273813335962 0.0044404427895340017 0.0010572606418465878
leaf_weight=60 76 52 59 69 54 53 96 54 56 58 54 59 53 744 646 96
leaf_count=60 76 52 59 69 54 53 96 54 56 58 54 59 53 744 646 96
internal_value=0 0.00489709 0.00140835 -0.0011769 0.0025379 0.00533474 -0.000916193 0.0055273 0.00320245 0.00590956 0.0100814 0.00483785 0.00561375 0.00543055 0.00563652 0.0031913
internal_weight=0 2167 242 182 113 1925 172 1872 265 1607 106 209 1501 1448 1390 155
internal_count=2339 2167 242 182 113 1925 172 1872 265 1607 106 209 1501 1448 1390 155
is_linear=0
shrinkage=0.16829


Tree=8324
num_leaves=25
num_cat=0
split_feature=1 155 12 12 1 2 1 0 12 4 1455 16 16 2 16 4 0 48 48 4 16 12 4 15
split_gain=10.216 1.74193 1.20345 0.926043 1.04259 0.674633 0.513388 0.638125 0.304161 0.247254 0.190754 0.178429 0.264484 0.230165 0.149762 0.129545 0.214542 0.0958708 0.0883332 0.16999 0.0773089 0.0634563 0.0539001 0.0341793
threshold=0.10335000000000001 0.084785000000000013 -0.029844999999999997 0.088395000000000015 0.11551000000000002 0.11404000000000002 0.085720000000000005 -0.10147999999999999 0.088965000000000002 -0.025694999999999999 0.084305000000000005 -0.14483499999999996 -0.52595999999999987 0.11941000000000002 0.15737500000000001 -0.080584999999999976 -0.076639999999999986 0.093265000000000015 0.090720000000000009 -0.099704999999999974 -0.076944999999999986 0.091800000000000007 0.032965000000000001 0.08425500000000001
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 -1 9 -5 6 8 -8 10 -2 18 12 -11 -13 -7 20 21 22 19 -4 -9 -17 23 -10
right_child=1 -3 5 4 -6 14 7 15 17 11 -12 13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00083117515666352121 0.00072152845165630256 0.0011937836389030864 0.0015206091529957602 0.0011645227355591291 0.00060026148660974126 0.00083246022938161779 0.00084778091922874783 0.0013797116029410248 0.0012752018325038223 0.00036416580229827334 0.0011204475892911644 0.00049682260170952667 0.00065728976774468903 0.00021823172032410767 0.0010845059480377511 0.0012408884413057637 0.00095145045962380902 0.0010611761391316342 0.0011873923000966921 0.0013180724153114365 0.0011974894347906006 0.0010978835846267537 0.0011139916376122461 0.0012017236774146992
leaf_weight=97 54 63 52 60 89 55 74 52 141 52 57 85 98 53 52 122 52 54 52 538 61 55 57 214
leaf_count=97 54 63 52 60 89 55 74 52 141 52 57 85 98 53 52 122 52 54 52 538 61 55 57 214
internal_value=0 0.000676641 0.00118976 0.000610215 0.000827717 0.00121034 0.00122758 0.00112729 0.00126337 0.000515353 0.00130745 0.000476573 0.000555908 0.000390083 0.000955279 0.00118766 0.00114113 0.00119717 0.001324 0.00133598 0.00128166 0.00119665 0.0012149 0.00123101
internal_weight=0 554 1785 491 149 1688 1581 416 1165 342 699 288 150 138 107 342 229 466 642 590 113 177 412 355
internal_count=2339 554 1785 491 149 1688 1581 416 1165 342 699 288 150 138 107 342 229 466 642 590 113 177 412 355
is_linear=0
shrinkage=0.0032998


Tree=8325
num_leaves=22
num_cat=0
split_feature=4 150 39 3 15 4 4 1447 40 160 160 4 15 3 15 15 51 52 4 475 51
split_gain=6.63225 1.30135 0.477744 0.422117 0.303596 0.513286 0.452245 0.207462 0.185142 0.174742 0.236235 0.182984 0.142699 0.207061 0.19169 0.173095 0.129674 0.123863 0.0999456 0.0981165 0.0491266
threshold=0.30163500000000004 0.081245000000000026 0.082810000000000009 0.091170000000000015 -0.42759999999999992 0.42405000000000009 0.51400500000000016 -0.086219999999999977 -0.010334999999999999 -0.015394999999999997 -0.082299999999999984 -0.012089999999999998 -0.013969999999999998 -0.012769999999999998 0.11568500000000001 -0.12640499999999996 -0.039729999999999994 0.28251000000000009 -0.077429999999999985 -0.054724999999999989 0.11178000000000002
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 2 7 8 6 -6 -2 -1 -3 10 17 -12 15 14 -14 -11 -17 18 -9 -10 -19
right_child=4 3 -4 -5 5 -7 -8 9 19 12 11 -13 13 -15 -16 16 -18 20 -20 -21 -22
leaf_value=0.0011616747856762492 0.00073114177052281031 0.00065498874451179858 0.00076439083985228114 0.00047361432077286592 0.00044775052656354219 2.1609389997543282e-05 0.00032307729749678655 0.0011578060893172122 0.00097311451116802595 0.0011074249783823093 0.00065373959727432534 0.00092192489600355712 0.00103298354899782 0.0012213659090097144 0.00083112014840092357 0.0010146969636545063 0.00087160534668173314 0.0009567360400301048 0.00098314955088118182 0.00079293036523683932 0.00082158267822141074
leaf_weight=82 53 65 103 54 74 53 68 54 61 69 52 63 752 61 57 111 206 77 129 81 57
leaf_count=82 53 65 103 54 74 53 68 54 61 69 52 63 752 61 57 111 206 77 129 81 57
internal_value=0 0.000953853 0.000984327 0.000735029 0.000383485 0.000270189 0.000502107 0.000997106 0.000803054 0.000989091 0.000930784 0.000800965 0.00100912 0.00103305 0.0010188 0.00095509 0.000921821 0.000977768 0.00103488 0.000870582 0.000899508
internal_weight=0 2134 1873 261 248 127 121 1770 207 1688 432 115 1256 870 809 386 317 317 183 142 134
internal_count=2382 2134 1873 261 248 127 121 1770 207 1688 432 115 1256 870 809 386 317 317 183 142 134
is_linear=0
shrinkage=0.0032998


Tree=8326
num_leaves=15
num_cat=0
split_feature=15 16 150 15 50 40 15 15 484 2 403 2 2 51
split_gain=0.117366 0.241792 0.109218 0.0977356 0.0763459 0.0791142 0.0699427 0.0698487 0.0623459 0.071415 0.0663884 0.0296982 0.0229417 0.0202032
threshold=-0.26826999999999995 -0.42004999999999992 0.12244500000000001 0.11568500000000001 0.10583000000000002 -0.082294999999999993 -0.22805999999999996 -0.072469999999999993 0.087150000000000019 0.087610000000000007 -0.54045999999999983 0.085525000000000004 0.106285 0.13189500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 13 10 -10 -8 -9 -5 -6
right_child=2 -3 -4 12 7 6 8 11 9 -11 -12 -13 -14 -15
leaf_value=0.0084713393610539034 0.011027419175719262 -0.0042114323970304512 -0.0019861187530171914 0.003448612587297486 0.0081968561374880181 0.011594508340286244 0.01064251114921304 0.0091730426338928056 0.013123592850460311 0.0053412304199132168 0.0047606818694147712 0.014624717439380659 -0.0008200093075679246 0.0034207668122760255
leaf_weight=73 77 102 52 79 52 52 57 61 60 78 1465 58 64 52
leaf_count=73 77 102 52 79 52 52 57 61 60 78 1465 58 64 52
internal_value=0 0.00106883 0.00560944 0.00579356 0.006096 0.00572726 0.00548782 0.00904617 0.00529545 0.00873789 0.00498214 0.0118453 0.00152562 0.00582609
internal_weight=0 175 2207 2155 2012 1789 1712 223 1660 138 1522 119 143 104
internal_count=2382 175 2207 2155 2012 1789 1712 223 1660 138 1522 119 143 104
is_linear=0
shrinkage=0.16829


Tree=8327
num_leaves=23
num_cat=0
split_feature=2 12 52 52 15 34 2 3 157 2 3 3 12 50 3 52 12 2 156 50 48 15
split_gain=3.18364 1.77839 0.669108 0.960188 0.312296 0.273631 0.248746 0.242047 0.227445 0.182762 0.180735 0.155136 0.150625 0.135101 0.105793 0.136641 0.117231 0.103598 0.0762802 0.11469 0.0771496 0.0448416
threshold=0.11018500000000002 -0.041134999999999991 0.044705000000000002 -0.41304999999999997 -0.026169999999999995 -0.010024999999999997 0.15855000000000002 -0.13795999999999997 -0.087084999999999982 0.12293000000000001 0.09037000000000002 0.045635000000000002 0.088335000000000011 0.10583000000000002 -0.086049999999999988 -0.088629999999999987 0.08486500000000001 0.12358500000000001 0.050840000000000003 0.077805000000000013 0.085425000000000015 -0.086599999999999996
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 5 3 -2 7 -1 12 -3 -6 -4 18 13 17 14 15 -10 -16 -5 19 20 -9 -21
right_child=2 4 9 6 8 -7 -8 10 11 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 21 -22 -23
leaf_value=0.00037087255396784345 0.00083283528101997279 0.00061527707162372931 0.00087239621438986816 0.00028074792872405369 0.0011393904541418969 0.00064444806729412464 0.00017228047459197352 0.00077270432565642395 0.00079485302422363209 0.00062945273192968653 0.00066793364033626611 0.0010604274408222416 0.00056751212990827039 0.0010346547120545285 0.00070798316057871279 0.00095337946773322571 0.00087395880082424403 0.00046240668040277975 0.00095794971741986639 0.00099967500794902165 0.00088127236501953066 0.00086205687756697345
leaf_weight=68 63 53 65 72 52 99 52 188 74 74 55 75 61 80 55 375 412 68 94 67 128 52
leaf_count=68 63 53 65 72 52 99 52 188 74 74 55 75 61 80 55 375 412 68 94 67 128 52
internal_value=0 0.00085922 0.000552087 0.00046786 0.000890129 0.000533263 0.000376838 0.000831211 0.000923518 0.000743313 0.000850747 0.000913004 0.000429583 0.000901867 0.000890232 0.000927331 0.000854487 0.000369234 0.000869687 0.000850534 0.000816793 0.000939835
internal_weight=0 1927 455 316 1760 167 253 637 1123 139 584 1071 201 996 916 449 467 140 529 435 316 119
internal_count=2382 1927 455 316 1760 167 253 637 1123 139 584 1071 201 996 916 449 467 140 529 435 316 119
is_linear=0
shrinkage=0.0032998


Tree=8328
num_leaves=21
num_cat=0
split_feature=1 1 2 123 2 1 52 2 52 42 159 16 51 457 51 0 42 159 16 42
split_gain=7.25376 1.88366 0.754762 0.624543 0.449047 0.432496 0.355362 0.333975 0.334246 0.22631 0.209297 0.152737 0.136477 0.132681 0.112533 0.10553 0.10147 0.0796638 0.0707006 0.0666005
threshold=0.10915500000000002 0.14699000000000004 0.10981000000000002 0.081990000000000021 0.11543000000000002 0.12640500000000002 -0.5502149999999999 0.087675000000000017 0.024560000000000002 0.090485000000000024 0.083310000000000009 0.0055300000000000011 0.07955000000000001 0.080930000000000016 0.067785000000000012 -0.085309999999999983 0.088305000000000008 -0.065219999999999986 -0.006494999999999999 0.090185000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 6 -2 -1 11 13 -6 15 16 17 14 -9 -4 18 -10 -8 -18
right_child=1 -3 10 -5 9 -7 7 8 12 -11 -12 -13 -14 -15 -16 -17 19 -19 -20 -21
leaf_value=0.0011618020690869065 0.00084225155425534911 -9.8527072185789329e-05 0.00039368480650962741 0.00063643508420618573 0.00060466478926113028 0.00047472120813016983 0.00099951748031839064 0.00081085241841745903 0.00087420852963345495 0.00088817873709731102 0.00025585542284834741 0.000848304434650414 0.0008019962041005067 0.00067311654497932802 0.00096302386132823381 0.00058095144497195947 0.00082319638773550071 0.0010124538353834291 0.0011314109984695826 0.00096203574860416626
leaf_weight=77 95 61 77 85 68 56 551 283 62 58 73 98 56 63 69 60 57 234 53 146
leaf_count=77 95 61 77 85 68 56 551 283 62 58 73 98 56 63 69 60 57 234 53 146
internal_value=0 0.000437304 0.000527943 0.000914411 0.000926994 0.000706182 0.000940773 0.000930573 0.000879438 0.000735451 0.000399613 0.000973871 0.000954822 0.000815414 0.000840782 0.000475957 0.000989076 0.000983616 0.00101115 0.000923225
internal_weight=0 422 361 1960 1875 151 1749 1672 767 126 210 905 352 415 352 137 807 296 604 203
internal_count=2382 422 361 1960 1875 151 1749 1672 767 126 210 905 352 415 352 137 807 296 604 203
is_linear=0
shrinkage=0.0032998


Tree=8329
num_leaves=14
num_cat=0
split_feature=3 3 15 47 15 15 50 3 133 41 13 13 3
split_gain=0.168215 0.0753761 0.120448 0.109176 0.0908471 0.0783052 0.0634628 0.0953483 0.0807948 0.0668515 0.0698643 0.0579432 0.0292803
threshold=0.31343500000000007 0.10703500000000001 -0.24269999999999997 0.11069000000000002 -0.46319999999999995 -0.14820999999999998 0.07826000000000001 -0.082334999999999978 0.090085000000000012 0.08110500000000001 0.24154 -0.011559999999999999 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 9 11 -9 10 -7 -8 -3
right_child=-2 12 3 -5 -6 6 7 8 -10 -11 -12 -13 -14
leaf_value=0.0049775560180144954 -0.0017732674021758048 0.012367803969350572 0.011574625405248902 6.527835178181915e-05 -0.003953051609143516 0.0059375376785121186 0.014102303150361022 0.0075103446616857856 0.00018189337855600293 0 0 0.0076982206936422586 0.0069982673614952737
leaf_weight=66 85 66 74 87 63 1379 84 166 58 61 58 80 55
leaf_count=66 85 66 74 87 63 1379 84 166 58 61 58 80 55
internal_value=0 0.00583452 0.0056053 0.00591971 0.000602169 0.00617866 0.00596599 0.00789461 0.00562082 0.00546525 0.00569688 0.0109893 0.00994195
internal_weight=0 2297 2176 2047 129 1960 1886 388 224 1498 1437 164 121
internal_count=2382 2297 2176 2047 129 1960 1886 388 224 1498 1437 164 121
is_linear=0
shrinkage=0.16829


Tree=8330
num_leaves=18
num_cat=0
split_feature=1 2 2 13 12 11 2 12 1 2 49 13 1453 159 2 43 12
split_gain=3.48546 0.960668 0.453612 0.317946 0.263913 0.286655 0.241917 0.222791 0.195871 0.155581 0.153423 0.119598 0.102508 0.0908968 0.0957153 0.0826601 0.0370765
threshold=0.12048000000000002 0.10613000000000002 0.14530500000000005 -0.089624999999999982 -0.088294999999999985 1.0000000180025095e-35 -0.00097499999999999985 0.088035000000000016 0.10713500000000002 0.12708000000000003 0.10877000000000002 -0.099939999999999987 -0.077764999999999987 -0.4516099999999999 0.091205000000000008 -0.071614999999999984 0.098600000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -3 -1 11 -2 -7 10 -8 15 -6 -13 -14 -15 -5 -17
right_child=2 3 -4 8 5 7 9 -9 -10 -11 -12 12 13 14 -16 16 -18
leaf_value=0.00051328746869577725 0.00021945614728988106 0.00031653219214023153 9.045494456987815e-05 0.00078550290116508156 0.00056819910998585292 0.0010461163049937652 0.00060362078404784631 0.00074360547763237586 0.00043804353996853971 0.00034706342974916745 0.000485331814407841 0.00086069462068041436 0.00058449424355292974 0.00073397689126721987 0.00066776831097095201 0.00068851659030361753 0.0005647496685099345
leaf_weight=69 65 63 92 54 63 52 53 57 86 52 65 55 61 1029 329 57 60
leaf_count=69 65 63 92 54 63 52 53 57 86 52 65 55 61 1029 329 57 60
internal_value=0 0.000681482 0.000277601 0.000532165 0.000714982 0.000723415 0.000378672 0.000888246 0.000574245 0.000476899 0.000623728 0.000711703 0.000717813 0.00071225 0.000717963 0.000676129 0.000625347
internal_weight=0 2100 262 385 1715 1646 170 109 322 105 236 1537 1474 1419 1358 171 117
internal_count=2362 2100 262 385 1715 1646 170 109 322 105 236 1537 1474 1419 1358 171 117
is_linear=0
shrinkage=0.0032998


Tree=8331
num_leaves=25
num_cat=0
split_feature=1 3 1 12 47 12 11 3 16 43 123 12 3 3 3 12 12 43 16 12 43 43 403 13
split_gain=9.58315 1.67714 0.727273 0.606473 0.340148 0.314876 0.561519 0.358746 0.288859 0.265495 0.194701 0.178632 0.144785 0.124178 0.117959 0.11018 0.100867 0.0887329 0.0865947 0.0787622 0.071243 0.0608772 0.0256459 0.0138819
threshold=0.10538500000000002 -0.06340999999999998 0.11663000000000003 -0.089839999999999989 0.085505000000000012 0.093840000000000021 1.0000000180025095e-35 -0.096099999999999977 -0.24900499999999998 -0.09799999999999999 0.085215000000000013 -1.0000000180025095e-35 0.091170000000000015 -0.088534999999999989 0.30835000000000007 0.11628000000000001 0.086795000000000011 -0.073959999999999984 0.21684500000000004 0.092395000000000019 0.058500000000000003 -0.019324999999999998 -0.036909999999999991 -0.00051499999999999994
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 8 11 -1 10 6 7 9 -2 -5 14 -3 16 -10 -4 17 21 23 20 -18 22 -9 -19 -7
right_child=1 2 4 5 -6 15 -8 12 13 -11 -12 -13 -14 -15 -16 -17 19 18 -20 -21 -22 -23 -24 -25
leaf_value=0.00051623124545761639 0.00038490112746302662 0.0002462311661054236 1.983213751108335e-05 0.00081816521371099111 0.0002978467995272583 0.00089826167138814215 0.0011338760711956169 0.0008655049178380971 0.00056675769983844998 0.00048679942368987821 0.00013676893686811811 0.00050352696123308165 0.00072569486353785888 0.00079564937711347711 -0.0001977436615363318 0.00063385280545466668 0.00081779296934199189 0.00067076900673991471 0.00063079816199944935 0.00093843470248973482 0.00085676695954085586 0.0009417874209286418 0.00077023533752376076 0.00081627086671539663
leaf_weight=71 53 55 54 54 54 53 75 265 52 53 68 65 89 55 54 72 458 59 62 73 78 236 77 77
leaf_count=71 53 55 54 54 54 53 75 265 52 53 68 65 89 55 54 72 458 59 62 73 78 236 77 77
internal_value=0 0.000305671 0.000177584 0.000816622 6.87479e-05 0.000828578 0.000855358 0.000838318 0.00058564 0.00065436 -1.34364e-06 0.000385893 0.000855846 0.000684742 -8.86296e-05 0.000755503 0.000867036 0.000776989 0.000742487 0.000834445 0.000774681 0.000901509 0.000727344 0.000849969
internal_weight=0 510 350 1852 230 1781 1303 1228 160 107 176 120 1121 107 108 478 1032 406 276 531 214 501 136 130
internal_count=2362 510 350 1852 230 1781 1303 1228 160 107 176 120 1121 107 108 478 1032 406 276 531 214 501 136 130
is_linear=0
shrinkage=0.0032998


Tree=8332
num_leaves=13
num_cat=0
split_feature=1 1443 48 48 0 3 3 0 3 4 1212 43
split_gain=0.183106 0.112985 0.0844058 0.0809877 0.0872724 0.0740525 0.218046 0.116554 0.109287 0.0613487 0.0523541 0.0461746
threshold=0.15067500000000003 0.084655000000000022 -0.085909999999999986 -0.031249999999999997 -0.23046999999999998 -0.095469999999999985 -0.13088999999999998 -0.08095999999999999 -0.086889999999999981 -0.037969999999999997 0.0025400000000000002 -0.11741999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 9 -8 10 -6 -7 -10
right_child=-2 -3 3 4 5 8 7 -9 11 -11 -12 -13
leaf_value=0.012339239517661684 -0.0041580923300451106 0.013625322884519293 0.00018995162967607243 0.012352064298460728 0.0089264707777637307 0.0076178494084913903 -0.0076592576524132433 0.0025164313965222334 0.00990244755848671 0.0028824009517788114 0.012919805968325253 0.0052812347830113069
leaf_weight=54 52 53 77 56 129 170 59 69 65 77 79 1422
leaf_count=54 52 53 77 56 129 170 59 69 65 77 79 1422
internal_value=0 0.00592011 0.00573837 0.00557576 0.00576997 0.00559104 0.00328441 -0.00215989 0.00603379 0.006676 0.00930721 0.00548445
internal_weight=0 2310 2257 2203 2126 2070 334 128 1736 206 249 1487
internal_count=2362 2310 2257 2203 2126 2070 334 128 1736 206 249 1487
is_linear=0
shrinkage=0.16829


Tree=8333
num_leaves=20
num_cat=0
split_feature=1 2 3 1 10 124 15 13 13 3 15 42 156 2 1 2 474 13 2
split_gain=4.12098 0.939915 0.520072 0.456382 0.416095 0.292278 0.243089 0.145916 0.133452 0.129473 0.0986617 0.0946494 0.0975726 0.0885185 0.0808059 0.0733507 0.0703441 0.0785404 0.0542623
threshold=0.12048000000000002 0.099675000000000014 -0.14162499999999997 0.10538500000000002 -1.0000000180025095e-35 -0.083859999999999976 -0.12640499999999996 -0.099939999999999987 -0.087129999999999985 -0.082254999999999981 -0.074959999999999985 -0.027829999999999997 0.090310000000000015 0.11366500000000002 0.13752500000000004 0.10575500000000002 0.086080000000000018 -0.010094999999999998 0.11123500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -2 -4 14 -7 -3 16 -10 -11 -13 15 -6 -12 17 -9 -5
right_child=4 3 5 18 6 7 -8 9 10 11 13 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00091631349217689785 -2.7766572230342796e-05 0.00042712314449680879 0.0004246248638036114 0.00045698876788393615 9.1408534504901524e-05 0.00052099940888633524 0.00041423430358281967 0.00075777393513125541 0.00070569244444312537 0.00076014366101914558 0.00054297813004983359 0.00062018057270186847 0.00076253035162704961 0.00049356794783113919 0.00026760417986890466 0.00070086036341371718 0.00060679745487499603 0.00068081631096206263 0.0003248001519645928
leaf_weight=98 64 52 53 54 58 65 83 372 88 78 63 524 61 94 57 73 63 260 102
leaf_count=98 64 52 53 54 58 65 83 372 88 78 63 524 61 94 57 73 63 260 102
internal_value=0 0.00064214 0.000682569 0.000521094 0.000203033 0.000667025 0.000277813 0.000676029 0.000584373 0.000683423 0.000609976 0.00064985 0.000635084 0.000573201 0.000179047 0.000627983 0.0007154 0.00072617 0.000370784
internal_weight=0 2100 1574 526 262 1476 198 1423 370 1358 318 663 585 230 115 136 695 632 156
internal_count=2362 2100 1574 526 262 1476 198 1423 370 1358 318 663 585 230 115 136 695 632 156
is_linear=0
shrinkage=0.0032998


Tree=8334
num_leaves=20
num_cat=0
split_feature=1 52 50 47 39 14 151 1 16 0 1 42 11 0 151 16 42 16 43
split_gain=4.07649 0.991521 0.549044 0.479765 0.347973 0.327587 0.253903 0.214411 0.208487 0.198583 0.214783 0.165773 0.147539 0.180314 0.0893606 0.0732755 0.104999 0.0652617 0.0593757
threshold=0.10538500000000002 -0.40011499999999994 0.10616500000000001 0.085505000000000012 0.081875000000000017 0.054835000000000009 -0.092724999999999988 0.13210500000000003 -0.0088649999999999996 -0.10566999999999999 0.083555000000000018 0.088060000000000013 1.0000000180025095e-35 -0.074274999999999994 -0.030624999999999996 -0.040964999999999994 0.090295000000000014 -0.15796999999999997 -0.041094999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 6 -1 8 14 10 -8 12 13 -11 -3 18 -17 -9 -13
right_child=1 2 -4 -5 -6 -7 9 17 -10 11 -12 15 -14 -15 -16 16 -18 -19 -20
leaf_value=0.00085428182448325383 0.00078431408425910353 0.00026226630703484415 0.00059763781830819577 0.00050253724255250386 0.00049385645570875977 0.0009240285606877919 0.00068392628212824553 0.00016321645632775891 0.00013366311803691283 0.00072648883674847928 0.00041020546320830458 0.00077545328226147749 0.00088744531202161335 0.00060577292485490303 0.00044950778945202283 0.0004722794923859123 0.00063541153269157922 1.7029492131824956e-05 0.00065096623206851523
leaf_weight=95 52 52 60 72 99 67 65 89 68 737 62 58 52 170 63 58 192 54 197
leaf_count=95 52 52 60 72 99 67 65 89 68 737 62 58 52 170 63 58 192 54 197
internal_value=0 0.000352086 0.000302935 0.000258419 0.000685417 0.000696215 0.000687141 0.000204395 0.000279325 0.000677139 0.000550576 0.000688094 0.000713891 0.000703902 0.000365148 0.000639037 0.000597706 0.000108259 0.000679419
internal_weight=0 510 458 398 1852 1753 1686 326 183 1591 127 1464 959 907 115 505 250 143 255
internal_count=2362 510 458 398 1852 1753 1686 326 183 1591 127 1464 959 907 115 505 250 143 255
is_linear=0
shrinkage=0.0032998


Tree=8335
num_leaves=15
num_cat=0
split_feature=10 16 0 16 13 13 15 3 49 0 0 1419 13 3
split_gain=0.301513 0.179277 0.114977 0.263043 0.141357 0.0938406 0.16002 0.0925843 0.0998622 0.116824 0.0610822 0.0506195 0.0496018 0.0472766
threshold=-1.0000000180025095e-35 -0.088144999999999987 -0.11912999999999999 -0.0092499999999999978 0.25694000000000006 -0.16392499999999996 -0.090364999999999987 0.11191000000000002 -0.015974999999999996 -0.097829999999999986 -0.084114999999999981 0.082370000000000013 -0.013149999999999998 -0.13088999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 -2 12 8 10 -10 -4 13 -7 -11
right_child=2 -3 4 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.01031449499021133 -0.00089547757031070404 0.0026179685018306656 0.0073626034964572465 -0.006528713083412502 -0.0024382075024610554 0.007091001440679345 0.012509689011983691 0.012171327707288614 0.011873628994454098 0.0015392206338247277 0.014238455214159835 0.0097087694261990803 0.00040506734790651431 0.0053401691317615961
leaf_weight=54 59 69 94 70 54 52 82 73 81 101 62 71 81 1344
leaf_count=54 59 69 94 70 54 52 82 73 81 101 62 71 81 1344
internal_value=0 -0.00304509 0.00550527 0.00266713 0.00602363 0.00502299 0.00665549 0.00627486 0.00602829 0.00562876 0.0101068 0.00529391 0.00303263 0.00507574
internal_weight=0 123 2224 344 1880 274 215 1826 1753 1597 156 1516 133 1445
internal_count=2347 123 2224 344 1880 274 215 1826 1753 1597 156 1516 133 1445
is_linear=0
shrinkage=0.16829


Tree=8336
num_leaves=13
num_cat=0
split_feature=2 150 1 11 0 3 16 48 42 12 16 12
split_gain=0.313319 0.131571 0.202262 0.126693 0.254277 0.117207 0.093777 0.143312 0.0887176 0.0964004 0.0646718 0.0576478
threshold=0.16730000000000003 0.084680000000000019 0.085425000000000015 0.080455000000000013 0.12113000000000002 -0.12077499999999998 -0.42372999999999994 0.08975000000000001 0.12314500000000002 -0.10236499999999998 -0.50790499999999994 0.11389500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -4 -8 9 -7 -11 -12
right_child=-2 2 6 4 -6 8 7 -9 -10 10 11 -13
leaf_value=-0.00099717990698175397 -0.0082193382395662935 0.0073204896362589538 0.0031765224541078579 0.016066665614790639 0.00087458750744260629 0.012106656847437957 -0.01046496692219172 0.0012806034268741972 -0.0015724175027887395 -0.00062113692237178366 0.0048966151659135364 0.0097317125373424327
leaf_weight=99 56 94 58 79 52 55 64 54 57 57 1548 74
leaf_count=99 56 94 58 79 52 55 64 54 57 57 1548 74
internal_value=0 0.00451074 0.00101317 0.00497712 0.0100499 0.00462456 -0.00234531 -0.00507465 0.00493632 0.00515131 0.0049224 0.00511831
internal_weight=0 2291 270 2021 131 1890 176 118 1791 1734 1679 1622
internal_count=2347 2291 270 2021 131 1890 176 118 1791 1734 1679 1622
is_linear=0
shrinkage=0.16829


Tree=8337
num_leaves=23
num_cat=0
split_feature=1 4 10 123 47 15 3 11 3 48 1 1 16 15 42 475 3 49 3 16 400 12
split_gain=4.46139 0.891559 0.739631 0.550721 0.243261 0.232898 0.344969 0.334127 0.328182 0.182625 0.140641 0.0897304 0.0843996 0.161512 0.0697043 0.0689218 0.0865498 0.0822401 0.0648958 0.0470562 0.0416684 0.0135731
threshold=0.10752500000000002 -0.036279999999999993 -0.011559999999999999 0.081990000000000021 0.097480000000000011 1.0000000180025095e-35 -0.12077499999999998 0.081365000000000007 -0.14162499999999997 0.091545000000000015 0.12007000000000002 0.11266500000000002 -0.11010999999999999 0.084050000000000014 0.080060000000000006 -0.086169999999999983 0.086245000000000016 0.10470500000000001 0.12991000000000003 -0.083479999999999985 -0.0031999999999999993 0.088435000000000014
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 -3 5 10 6 7 -1 -7 15 11 -4 -10 -14 -11 -8 17 -17 -12 21 -21 -15
right_child=1 2 4 -5 -6 8 9 -9 12 14 18 -13 13 19 -16 16 -18 -19 -20 20 -22 -23
leaf_value=0.00032290996107898958 0.0006599769624972689 -8.9745598696223635e-05 0.00025290177256305388 0.00042002650634333927 0.00047219809250636889 0.00098903353502007561 0.00081282016150188436 0.00066756093217921043 0.00059997048754454739 0.00048802247876282573 0.0001332476077774812 0.00044256051501203567 0.00090648767436896105 0.00073769138747604979 0.00064678614223231403 0.00073464063592564304 0.00059025570113319158 0.00063223017223758868 0.00028519107781334026 0.00062531634633249253 0.00071602664052887682 0.00080317791752925025
leaf_weight=59 74 55 52 79 88 56 71 65 57 58 78 60 57 107 70 463 72 112 52 72 406 84
leaf_count=59 74 55 52 79 88 56 71 65 57 58 78 60 57 107 70 463 72 112 52 72 406 84
internal_value=0 0.00032794 0.000264028 0.000690823 0.000323097 0.00070263 0.000667451 0.000503858 0.00074326 0.000691387 0.000268733 0.000354819 0.000725637 0.000735455 0.000575122 0.000712065 0.000700954 0.000714754 0.000194296 0.00072083 0.000702437 0.000766676
internal_weight=0 459 385 1888 330 1809 970 124 839 846 242 112 783 726 128 718 647 575 130 669 478 191
internal_count=2347 459 385 1888 330 1809 970 124 839 846 242 112 783 726 128 718 647 575 130 669 478 191
is_linear=0
shrinkage=0.0032998


Tree=8338
num_leaves=27
num_cat=0
split_feature=3 10 3 43 16 0 43 16 16 3 160 3 3 43 3 393 50 0 3 0 133 160 49 43 403 0
split_gain=3.51417 1.79542 0.659859 1.00432 0.647644 0.355153 0.316264 0.258426 0.24539 0.226077 0.193891 0.614645 0.187696 0.183632 0.160321 0.140156 0.111689 0.109315 0.0983375 0.0904844 0.0964461 0.0741094 0.0615269 0.0459629 0.031351 0.0233956
threshold=-0.06340999999999998 -1.0000000180025095e-35 0.11745500000000002 -0.040789999999999993 -0.24900499999999998 -0.11912999999999999 0.0054600000000000004 -0.096494999999999984 -0.10346499999999999 0.086245000000000016 -0.021249999999999995 -0.10122999999999999 -0.116045 -0.084674999999999986 -0.081084999999999977 0.092175000000000021 0.10732000000000001 -0.22607999999999998 -0.081224999999999978 -0.078209999999999988 0.085275000000000004 0.10446500000000002 0.0040150000000000003 -0.039409999999999994 -0.011964999999999998 -0.071719999999999992
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=4 -2 3 8 12 -4 9 14 -3 -5 11 -9 -1 -10 -6 18 19 -11 21 20 -13 22 -12 25 -25 -20
right_child=1 2 5 6 7 -7 -8 10 13 17 15 16 -14 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 24 -26 -27
leaf_value=0.00058932690794245889 0.00021640585400008397 0.00038360987275289527 0.00038865069325418197 0.0011211395050091434 0.0011849800233010963 0.00070598709317678708 0.00072214859428212778 0.00052407695801302964 0.00079730597280229531 0.00076699412718360253 0.00098280095570433125 0.0010396115570834728 0.00083375714311573006 0.00051811406309758214 0.00095114322306461756 0.00078520775018262447 0.0007770546011493586 0.00098070800452232593 0.00080895777754894159 0.00081440941664462591 0.00089583106798712107 0.00087939114829996322 0.0011068279704984638 0.00099761908944961042 0.000903091438152658 0.00091073392641826691
leaf_weight=76 96 54 92 72 72 67 78 52 53 52 521 114 65 52 62 57 58 58 68 53 103 75 53 77 112 55
leaf_count=76 96 54 92 72 72 67 78 52 53 52 521 114 65 52 62 57 58 58 68 53 103 75 53 77 112 55
internal_value=0 0.000634833 0.000704269 0.000773126 0.000917264 0.000522593 0.000899693 0.000937029 0.000565941 0.000975589 0.000923583 0.000858979 0.000702257 0.000659375 0.00107705 0.000947663 0.000911966 0.00088 0.000957263 0.000940817 0.000971528 0.000981088 0.000994314 0.00090759 0.000941789 0.000854754
internal_weight=0 674 578 419 1673 159 260 1532 159 182 1398 380 141 105 134 1018 328 110 961 270 217 649 574 312 189 123
internal_count=2347 674 578 419 1673 159 260 1532 159 182 1398 380 141 105 134 1018 328 110 961 270 217 649 574 312 189 123
is_linear=0
shrinkage=0.0032998


Tree=8339
num_leaves=27
num_cat=0
split_feature=4 12 150 43 12 12 4 14 150 0 4 4 12 0 12 49 13 12 42 0 155 4 42 48 13 0
split_gain=13.4044 3.53884 1.42788 1.34207 1.26963 0.569139 0.561934 0.397309 0.439158 0.313016 0.284396 0.254238 0.145877 0.0959425 0.0913687 0.0874347 0.0979946 0.0849659 0.084368 0.0831133 0.140194 0.0785162 0.0782097 0.0704856 0.0553188 0.0402332
threshold=0.30163500000000004 0.054520000000000006 0.091105000000000005 -0.049364999999999992 0.12701500000000002 0.087805000000000008 -0.06512999999999998 -0.42495999999999995 0.081245000000000026 -0.13740499999999997 0.0015850000000000003 -0.085629999999999984 0.085280000000000009 -0.068669999999999995 -0.079584999999999989 -1.0000000180025095e-35 -0.080079999999999998 0.097060000000000021 0.084360000000000004 -0.064539999999999986 0.10158500000000002 -0.082384999999999986 -0.07793499999999999 0.086330000000000018 -0.078114999999999976 -0.086084999999999981
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 2 3 13 5 11 -5 -2 14 -8 19 12 -3 -1 -9 25 18 24 -17 21 -21 22 -7 -23 -12 -13
right_child=7 4 -4 6 -6 10 9 8 -10 -11 17 15 -14 -15 -16 16 -18 -19 -20 20 -22 23 -24 -25 -26 -27
leaf_value=0.00058820881993808163 0.00042051918804237849 0.0013876940181718075 0.00021784399623321461 0.0011298103665360422 0.00055394841030906652 0.0010341129983749734 0.00063670497759821102 -8.8695825451312612e-05 0.00035450193227619939 0.0009491983103983155 0.0010092526505162871 0.0012209357251204787 0.0011509350816033546 0.0004012432522461038 7.8286699289335749e-05 0.00091727624399689698 0.0011709358447802682 0.00081045043784195832 0.0010637419731762731 0.00086215016953214527 0.0010760667503016703 0.0010383310494914409 0.0012033134726498161 0.00090754854841581113 0.00087325345946218059 0.001095053435458079
leaf_weight=58 57 57 61 85 60 65 73 56 58 69 76 74 63 66 98 60 74 88 201 83 60 457 65 55 69 59
leaf_count=58 57 57 61 85 60 65 73 56 58 69 76 74 63 66 98 60 74 88 201 83 60 457 65 55 69 59
internal_value=0 0.000958727 0.000684638 0.000765661 0.00102649 0.00104412 0.000916645 0.000175729 0.000109746 0.000788798 0.000996608 0.00112632 0.00126369 0.000488979 1.7337e-05 0.00109102 0.0010614 0.000894197 0.00103021 0.00102696 0.000952152 0.00104357 0.00111898 0.00102435 0.000944779 0.00116536
internal_weight=0 2078 412 351 1666 1606 227 269 212 142 1018 588 120 124 154 468 335 233 261 785 143 642 130 512 145 133
internal_count=2347 2078 412 351 1666 1606 227 269 212 142 1018 588 120 124 154 468 335 233 261 785 143 642 130 512 145 133
is_linear=0
shrinkage=0.0032998


Tree=8340
num_leaves=18
num_cat=0
split_feature=4 15 0 1429 0 1 15 42 155 0 47 50 1213 1213 1453 1447 133
split_gain=0.251429 0.177545 0.122253 0.112052 0.1367 0.125163 0.109116 0.0965541 0.0839622 0.0986319 0.0961622 0.0727383 0.0559594 0.0955985 0.0840347 0.0719365 0.0654858
threshold=0.36766000000000004 -0.42759999999999992 -0.10075499999999998 0.083960000000000021 -0.16802499999999995 0.089625000000000024 -0.012074999999999997 0.086855000000000016 0.11245500000000001 -0.052239999999999988 0.096770000000000009 0.090295000000000014 -0.087049999999999975 -0.19298499999999996 -0.057274999999999993 -0.085709999999999995 0.11524500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 4 -1 12 -5 -2 9 10 11 -7 13 -6 -14 -16 -17
right_child=1 2 -4 6 5 8 -8 -9 -10 -11 -12 -13 14 -15 15 16 -18
leaf_value=0.013438158709478244 0.0085613384738897642 0.00045617038964699316 -0.010280485364117837 0.006484467534725296 0.0058230549818076129 0.00094047279626033689 -0.0018540634781006714 -0.00074281401636900951 0.010137295046947633 -0.0019066309035621304 0.0088936849177120979 0.0064539013172493576 0.0002417492134290047 0.014131654780013938 0.012930045336018946 0.007137825401127419 0.0035747701863392957
leaf_weight=74 75 67 54 81 81 201 98 54 55 88 98 103 58 78 53 876 178
leaf_count=74 75 67 54 81 81 201 98 54 55 88 98 103 58 78 53 876 178
internal_value=0 0.000302436 -0.00432055 0.00595267 0.00632425 0.00604163 0.0019092 0.00465265 0.00388758 0.00318241 0.0043009 0.00281442 0.00692695 0.00991027 0.00651824 0.00684547 0.0065378
internal_weight=0 250 121 2122 1943 1869 179 129 545 490 402 304 1324 159 1165 1107 1054
internal_count=2372 250 121 2122 1943 1869 179 129 545 490 402 304 1324 159 1165 1107 1054
is_linear=0
shrinkage=0.16829


Tree=8341
num_leaves=18
num_cat=0
split_feature=2 52 42 2 1213 402 15 15 1213 2 13 403 1456 484 52 2 159
split_gain=0.201358 0.111712 0.136391 0.126002 0.0868213 0.0773787 0.0636109 0.0627656 0.0511597 0.0728092 0.103768 0.0685433 0.0472566 0.0468484 0.0349776 0.0663205 0.0421948
threshold=0.14578500000000003 0.026115000000000003 0.11387000000000001 -0.098699999999999982 -0.12077499999999998 -0.064959999999999976 -0.090554999999999983 -0.17677499999999999 0.085435000000000025 0.096930000000000016 -0.036584999999999993 0.062230000000000014 -0.085589999999999986 0.089765000000000011 0.11614000000000001 0.088055000000000008 -0.023134999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5 -2 -7 9 11 -11 14 -9 -14 15 -6 -16
right_child=6 4 -4 5 8 7 -8 12 -10 10 -12 -13 13 -15 16 -17 -18
leaf_value=-0.0036411180132341196 0.0014362097378809585 0.012960877504710006 -0.0026371518549601629 -0.0016928871899902136 0.0077673105490155435 0.00075654488470716045 -0.0066010425076955068 0.0098874633235290447 0.0020615408512555818 0.0054705276893806812 0.013545261902484784 0.010349503813722913 0.0052564014426371561 0.00013530927774945401 0.0046229107987362222 0.0017640609033396876 -0.00054004835124735282
leaf_weight=54 56 53 85 52 172 96 55 60 89 97 86 68 1017 54 136 76 66
leaf_count=54 56 53 85 52 172 96 55 60 89 97 86 68 1017 54 136 76 66
internal_value=0 0.00480121 0.00388585 0.00430314 0.00633879 0.00463996 -0.00253003 0.00490981 0.00589225 0.00637604 0.00927503 0.00534841 0.00526075 0.00499987 0.0045887 0.00593485 0.00292711
internal_weight=0 2261 1418 1333 843 1279 111 1227 790 701 183 518 1131 1071 450 248 202
internal_count=2372 2261 1418 1333 843 1279 111 1227 790 701 183 518 1131 1071 450 248 202
is_linear=0
shrinkage=0.16829


Tree=8342
num_leaves=23
num_cat=0
split_feature=4 1 3 2 2 1 11 160 13 3 150 13 1212 52 52 52 42 4 42 42 13 42
split_gain=7.73339 1.77807 0.837031 0.528566 0.390009 0.359877 0.285228 0.230062 0.285082 0.173887 0.164934 0.161136 0.158911 0.145784 0.276128 0.225983 0.148842 0.120229 0.0606337 0.0537326 0.0525819 0.0300343
threshold=0.30163500000000004 0.10471500000000002 -0.036004999999999988 0.14530500000000005 0.099325000000000011 0.090195000000000011 0.074925000000000005 -0.072664999999999993 -0.013514999999999998 -0.11255999999999998 0.08486500000000001 -0.085409999999999986 0.040035000000000008 -0.53454499999999994 0.024560000000000002 -0.092059999999999989 0.090185000000000015 -0.087839999999999988 0.091145000000000018 0.090515000000000012 -0.0059899999999999997 0.097535000000000011
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 4 18 7 5 6 9 -2 -9 -1 -4 12 -11 -6 15 -15 -16 -13 -3 20 -7 -21
right_child=3 2 10 -5 13 19 -8 8 -10 11 -12 17 -14 14 16 -17 -18 -19 -20 21 -22 -23
leaf_value=0.00079932462833148007 0.0005603447999998159 0.00092504450602228395 0.00057269306414738596 6.017405690062192e-06 0.0010044800388864167 0.00074229445489849225 0.0012076440744741702 0.00015305734324691349 0.00044553128379318935 0.0010177292950102319 0.00033751285799853251 0.0010755574385010419 0.001201859651391977 0.00086063607138247157 0.0010077855322061827 0.00061023732123062393 0.00079323680127615437 0.00095042390405545153 0.00077207961086346339 0.00097657415662693366 0.00087648358062605099 0.00085385932028301983
leaf_weight=55 56 70 91 52 60 68 67 68 79 259 52 101 67 75 94 86 60 681 55 52 72 52
leaf_count=55 56 70 91 52 60 68 67 68 79 259 52 101 67 75 94 86 60 681 55 52 72 52
internal_value=0 0.00091203 0.000660406 0.00030354 0.000948482 0.000972825 0.000995966 0.00037958 0.000310477 0.000983741 0.000487419 0.000992863 0.00105568 0.000852704 0.000823682 0.000727102 0.000924424 0.000966631 0.000858022 0.000856029 0.000811558 0.000915556
internal_weight=0 2117 268 255 1849 1474 1230 203 147 1163 143 1108 326 375 315 161 154 782 125 244 140 104
internal_count=2372 2117 268 255 1849 1474 1230 203 147 1163 143 1108 326 375 315 161 154 782 125 244 140 104
is_linear=0
shrinkage=0.0032998


Tree=8343
num_leaves=18
num_cat=0
split_feature=10 157 3 1 12 11 475 43 0 1 1 13 12 42 157 456 52
split_gain=0.168935 0.0981303 0.119294 0.135548 0.0876238 0.0854739 0.113231 0.0906284 0.0861252 0.0909388 0.118772 0.0739737 0.0524386 0.0457629 0.0376161 0.0602742 0.00963915
threshold=-0.089679999999999982 -0.0036449999999999994 -0.1535 0.090195000000000011 0.091545000000000015 0.085630000000000026 -1.0000000180025095e-35 -0.097279999999999991 -0.20489499999999997 0.090435000000000015 0.10726500000000001 -0.088444999999999982 0.085635000000000003 -0.091729999999999992 -0.079594999999999985 1.0000000180025095e-35 0.044705000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 14 6 -3 12 -9 11 -11 -10 -8 -14 15 -4 -15
right_child=1 5 3 -5 -6 -7 7 8 9 10 -12 -13 13 16 -16 -17 -18
leaf_value=-0.0043145063029842003 0.0096266337129030932 0.012865891974848278 0.0085071047398516519 -0.004280320410162265 -0.0026355302109388316 -0.00034265134406723035 0.011796713102761716 0.0096622913683969379 0.0079800143672001042 -0.00070825968614750528 0.0048351032767581211 0.0044080823045667674 0.0099134775545333086 0.0025160967189499085 0.0010410098855462521 0.0013981554513365672 0.00584456722618197
leaf_weight=62 54 55 100 96 59 78 76 90 211 204 235 771 66 52 59 52 52
leaf_count=62 54 55 100 96 59 78 76 90 211 204 235 771 66 52 59 52 52
internal_value=0 0.00457269 0.00223824 0.00114324 0.00307828 0.00509051 0.00532538 0.00508831 0.00459787 0.00427584 0.00225505 0.0051774 0.00809343 0.00642728 0.00468449 0.00608692 0.00419761
internal_weight=0 2310 420 366 270 1890 1812 1757 1511 1421 439 982 246 170 211 152 104
internal_count=2372 2310 420 366 270 1890 1812 1757 1511 1421 439 982 246 170 211 152 104
is_linear=0
shrinkage=0.16829


Tree=8344
num_leaves=23
num_cat=0
split_feature=4 3 1 1 11 3 124 1 11 0 52 1 16 16 0 1 4 131 3 1 1 16
split_gain=6.96082 2.0824 1.33023 0.478928 0.386253 0.35742 0.349305 0.352702 0.322938 0.231338 0.260367 0.189066 0.158751 0.142587 0.120999 0.0950149 0.102558 0.0943893 0.0795726 0.0724344 0.0649157 0.0445671
threshold=0.36766000000000004 -0.064294999999999977 0.10508500000000001 0.12958500000000003 1.0000000180025095e-35 -0.11197999999999998 -0.082254999999999981 1.0000000180025095e-35 0.085630000000000026 -0.061654999999999995 -0.059354999999999991 0.086920000000000011 0.41235500000000008 -0.50393499999999991 -0.061204999999999989 0.090150000000000022 -0.068189999999999987 0.090690000000000007 -0.080339999999999981 0.093170000000000017 0.14537000000000003 -0.092714999999999978
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 4 6 13 5 -1 -3 14 -6 10 -4 -9 15 -2 -8 16 21 19 -18 -17 -5 -7
right_child=3 2 9 20 8 12 7 11 -10 -11 -12 -13 -14 -15 -16 17 18 -19 -20 -21 -22 -23
leaf_value=0.00076253962770799681 0.00038162153572387277 0.00062585955405113959 0.00043173826510141356 0.00025148556924232143 0.0013279909795554394 0.0011235289789743926 0.00086155782178188591 0.0011656219989273691 0.0010104770812030869 0.00032728831362735923 0.00075562690051789031 0.00092115062976712086 0.00083295806264358343 0.00060284978993548326 0.00065018107699454616 0.00076544393036908026 0.00099126803756488047 0.0010247164172270434 0.00090247177075136601 0.00092789843187821345 9.2559100776924965e-05 0.0010188323056765547
leaf_weight=94 81 61 58 63 60 57 73 56 88 59 52 98 84 54 53 53 386 62 171 82 52 475
leaf_count=94 81 61 58 63 60 57 73 56 88 59 52 98 84 54 53 53 386 62 171 82 52 475
internal_value=0 0.000919289 0.000735232 0.00033691 0.000977499 0.000961104 0.000854015 0.000903595 0.00113944 0.000495348 0.00058517 0.00101028 0.000974702 0.000470374 0.000772925 0.000983934 0.000996368 0.000915021 0.000964071 0.000864381 0.000179929 0.00103012
internal_weight=0 2122 510 250 1612 1464 341 280 148 169 110 154 1370 135 126 1286 1089 197 557 135 115 532
internal_count=2372 2122 510 250 1612 1464 341 280 148 169 110 154 1370 135 126 1286 1089 197 557 135 115 532
is_linear=0
shrinkage=0.0032998


Tree=8345
num_leaves=26
num_cat=0
split_feature=12 13 14 42 133 0 13 150 0 0 16 0 39 0 42 52 16 15 16 52 42 133 42 12 0
split_gain=6.91664 1.21603 0.957997 0.770703 0.73637 0.625188 0.606266 0.648752 0.348519 0.273308 0.298832 0.203091 0.198221 0.217658 0.19513 0.183956 0.146311 0.145636 0.220067 0.162085 0.0923583 0.104394 0.0814122 0.0679174 0.0431159
threshold=0.054520000000000006 -0.054464999999999993 0.076175000000000007 0.12253000000000001 0.087005000000000013 -0.11471499999999998 0.046185000000000004 0.087380000000000013 -0.074434999999999987 -0.10566999999999999 -0.066704999999999987 -0.030209999999999997 0.0095750000000000019 -0.082064999999999985 0.088060000000000013 0.0085900000000000021 -0.087829999999999978 0.03981500000000001 0.25155500000000003 0.10233500000000001 -0.092009999999999995 -0.0044049999999999992 0.087420000000000012 0.09697500000000002 -0.084869999999999987
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=1 12 3 5 6 -2 7 9 14 10 -3 -11 -1 -14 20 24 -17 18 -10 -19 21 -7 -22 -20 -16
right_child=2 4 -4 -5 -6 8 -8 -9 17 11 -12 -13 13 -15 15 16 -18 19 23 -21 22 -23 -24 -25 -26
leaf_value=0.0002716068559377286 0.00069915144722286797 0.00094689956277004147 0.0014568217881473083 0.00066261425993919989 0.00037591035841638693 0.0012889336010015403 0.00046267312221977627 0.00053489801034190107 0.00076965064884947088 0.0011825806943436472 0.00061905492840197136 0.00089152660370773042 0.00034378442990056949 0.00063056862072052367 0.00085020949386300137 0.001208042685773555 0.0010003150159363686 0.00094375308142815684 0.0010316356241075444 0.0011818908392358083 0.0010595036442034391 0.0010936601308752815 0.0011999914242635183 0.00089430001199283001 0.00096201064382576583
leaf_weight=83 66 70 52 71 62 52 60 65 95 52 55 56 60 57 73 58 116 86 95 52 606 83 53 78 103
leaf_count=83 66 70 52 71 62 52 60 65 95 52 55 56 60 57 73 58 116 86 95 52 606 83 53 78 103
internal_value=0 0.00060809 0.00101419 0.00100053 0.000709041 0.00101535 0.000766636 0.000827718 0.0010288 0.000909255 0.00080293 0.00103199 0.000395917 0.000483801 0.00105853 0.00099246 0.00106976 0.000944925 0.00089906 0.00103374 0.00108761 0.00116914 0.00107086 0.000969919 0.000915839
internal_weight=0 620 1739 1687 420 1616 358 298 1550 233 125 108 200 117 1144 350 174 406 268 138 794 135 659 173 176
internal_count=2359 620 1739 1687 420 1616 358 298 1550 233 125 108 200 117 1144 350 174 406 268 138 794 135 659 173 176
is_linear=0
shrinkage=0.0032998


Tree=8346
num_leaves=19
num_cat=0
split_feature=1 3 16 16 52 12 47 1429 157 481 3 457 160 16 480 3 1 16
split_gain=0.166865 0.16779 0.111956 0.168847 0.217303 0.0998304 0.0764299 0.0972869 0.175179 0.0885755 0.120608 0.110198 0.113012 0.0735495 0.0705324 0.0489055 0.0431685 0.0419468
threshold=0.10439500000000002 -0.062184999999999997 0.022165000000000004 -0.14483499999999996 -0.071604999999999988 0.11844 0.094825000000000007 0.084770000000000012 -0.077809999999999976 -0.052634999999999994 -0.14162499999999997 -0.011254999999999999 -0.080934999999999993 -0.44470499999999996 0.088120000000000018 -0.084854999999999986 0.088885000000000006 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 17 3 13 -5 6 7 9 -9 14 -11 -12 -13 -3 15 -1 -8 -2
right_child=1 2 -4 4 -6 -7 16 8 -10 10 11 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.00297941208058258 0.0090141027236962119 -0.00081578562593538737 0.0054660282488780436 0.00033625278838104669 -0.014541641474289853 -0.001400681770705072 0.0046417624851235687 -0.0043883033572289041 0.0080171751054333891 0.012609259783211129 0.00056134811472099066 0.010609623302761424 0.0061059439098283593 0.0069396725158781831 0.0078768505383133257 0.0039289095471355439 -0.0018709453590151487 0.0037514753087840198
leaf_weight=59 85 99 79 58 53 57 60 67 62 96 86 189 1002 53 52 57 55 90
leaf_count=59 85 99 79 58 53 57 60 67 62 96 86 189 1002 53 52 57 55 90
internal_value=0 0.00207945 -8.40792e-05 -0.00175805 -0.00675142 0.00550711 0.0057287 0.00601804 0.00156009 0.00639006 0.00683724 0.00640191 0.00682214 0.0018766 0.00272475 0.000399706 0.00151137 0.00631788
internal_weight=0 517 342 263 111 1842 1785 1670 129 1541 1373 1277 1191 152 168 116 115 175
internal_count=2359 517 342 263 111 1842 1785 1670 129 1541 1373 1277 1191 152 168 116 115 175
is_linear=0
shrinkage=0.16829


Tree=8347
num_leaves=25
num_cat=0
split_feature=3 15 0 150 15 0 3 3 15 15 11 0 3 39 3 0 0 15 0 3 1213 15 160 15
split_gain=13.0136 4.0044 1.68849 1.38041 1.06079 0.594234 0.530917 1.20054 0.625662 0.325742 0.322111 0.319363 0.315144 0.22385 0.198723 0.1702 0.158688 0.121861 0.0947441 0.143104 0.0608733 0.040833 0.0157479 0.00165649
threshold=-0.058704999999999993 -0.24269999999999997 -0.063914999999999986 0.093625000000000014 -0.079109999999999986 -0.10417499999999999 -0.0047649999999999993 0.10812000000000001 -1.0000000180025095e-35 -0.033689999999999991 1.0000000180025095e-35 -0.061654999999999995 -0.10032499999999998 0.082810000000000009 -0.14265999999999998 -0.096139999999999989 -0.097074999999999981 -0.11055 -0.07581499999999998 -0.080604999999999996 -0.12977499999999997 0.101705 -0.013324999999999998 -0.013969999999999998
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 5 9 6 -4 -2 11 8 -8 16 12 13 -6 -3 -11 -16 17 -1 19 -18 -17 23 -21 -22
right_child=1 3 4 -5 10 -7 7 -9 -10 14 -12 -13 -14 -15 15 20 18 -19 -20 22 21 -23 -24 -25
leaf_value=0.0050724264399270962 0.0043272478848530183 0.0048890672403202129 0.0044219254074796994 0.004287819971747619 0.0046482603960129633 0.0038855865741186323 0.0048557598304328218 0.004568218217540893 0.0052869822155787319 0.0053822742373618735 0.0051519235249343409 0.0044214423396067778 0.004991053905676314 0.0045876987476710426 0.0049663490929799476 0.0052876741539651575 0.005206897786049167 0.0048370207996180975 0.0049941466675477676 0.005110663466502712 0.0052631434391461531 0.0050862953935131494 0.0049733257424970628 0.0051736849982735979
leaf_weight=61 58 56 52 81 52 86 89 96 68 58 68 62 84 67 52 79 172 60 84 53 52 105 59 605
leaf_count=61 58 56 52 81 52 86 89 96 68 58 68 62 84 67 52 79 172 60 84 53 52 105 59 605
internal_value=0 0.00455242 0.00509832 0.00468795 0.00484896 0.00406372 0.00476186 0.00486283 0.00504276 0.00514263 0.00495764 0.00462359 0.00486025 0.00472519 0.00517997 0.00516679 0.00506994 0.00495599 0.00510731 0.00514066 0.00517914 0.00516784 0.00503863 0.00518082
internal_weight=0 663 1696 519 256 144 438 253 157 1440 204 185 136 123 951 893 489 121 368 284 841 762 112 657
internal_count=2359 663 1696 519 256 144 438 253 157 1440 204 185 136 123 951 893 489 121 368 284 841 762 112 657
is_linear=0
shrinkage=0.0032998


Tree=8348
num_leaves=23
num_cat=0
split_feature=12 12 3 43 16 43 0 16 3 0 124 1455 48 0 16 3 0 0 1212 0 43 1454
split_gain=5.19723 1.05839 0.846429 1.77243 0.45287 0.386358 0.337077 0.227814 0.223108 0.1663 0.165649 0.164891 0.198906 0.146944 0.136477 0.131103 0.285001 0.228485 0.122723 0.0843331 0.0772589 0.0419894
threshold=0.054520000000000006 0.099815000000000015 0.11745500000000002 -0.031974999999999996 -0.24900499999999998 -0.10761 -0.045754999999999997 -0.082084999999999991 0.0075150000000000008 -0.11242999999999999 -0.065909999999999982 0.068185000000000009 0.088875000000000023 -0.074754999999999988 0.0086100000000000013 -0.14070999999999997 -0.064804999999999988 -0.10946999999999998 0.081560000000000007 -0.088884999999999978 -0.064499999999999988 1.0000000180025095e-35
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 11 3 5 -3 -1 14 -5 -9 -4 13 12 15 -7 20 -2 17 -17 -19 -14 -6 -13
right_child=1 4 9 7 6 10 -8 8 -10 -11 -12 21 19 -15 -16 16 -18 18 -20 -21 -22 -23
leaf_value=0.0006448417324733147 0.0010506179308688681 0.0004552664423440452 0.00040977470204800839 0.00067372632759927218 0.00098032262018975789 0.00026541035758167748 0.00053815750159389559 0.0007022334601887606 0.0009725573656112626 0.00017972801622970498 0.0001666900520623407 0.00098721447587721669 0.00087047124343621752 0.00049860883163885998 0.00070858824049617366 0.00072307479047699894 0.00068385360257082614 0.00092779686760889905 0.0010247680914207023 0.00068558869357860958 0.0008265792599926958 0.0011174607455748662
leaf_weight=52 99 57 86 99 64 57 52 52 99 58 54 68 63 63 68 54 53 771 185 52 95 58
leaf_count=52 99 57 86 99 64 57 52 52 99 58 54 68 63 63 68 54 53 771 185 52 95 58
internal_value=0 0.000891599 0.000539546 0.000606688 0.000724777 0.000394599 0.000779712 0.000798275 0.000879699 0.000317362 0.000319612 0.000931526 0.00092006 0.000388133 0.00083489 0.000933181 0.00092221 0.000934683 0.000946599 0.000787179 0.000888685 0.00104745
internal_weight=0 1739 620 476 336 226 279 250 151 144 174 1403 1277 120 227 1162 1063 1010 956 115 159 126
internal_count=2359 1739 620 476 336 226 279 250 151 144 174 1403 1277 120 227 1162 1063 1010 956 115 159 126
is_linear=0
shrinkage=0.0032998


Tree=8349
num_leaves=21
num_cat=0
split_feature=2 15 1 15 2 43 3 2 1455 42 43 16 1454 2 4 3 2 43 42 43
split_gain=0.229763 0.15288 0.107433 0.0972084 0.169617 0.143785 0.0909438 0.169575 0.0759762 0.104736 0.187808 0.0926867 0.0482513 0.0423088 0.0454546 0.0312851 0.0301401 0.0183998 0.017483 0.0240391
threshold=0.14823500000000003 -0.090364999999999987 0.088735000000000022 -0.19301999999999997 0.08647500000000001 -0.072864999999999985 0.11372500000000001 -0.023999999999999997 0.078065000000000009 -0.079234999999999986 -0.11990999999999997 0.41593000000000008 0.080725000000000005 0.085835000000000009 -0.084384999999999988 -0.053499999999999992 0.11517500000000001 -0.11227499999999999 -0.010169999999999998 -0.080474999999999977
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 2 15 5 -5 -4 7 -3 9 13 -11 -12 -10 14 -9 18 -7 -15 -1 -20
right_child=-2 6 3 4 -6 16 -8 8 12 10 11 -13 -14 17 -16 -17 -18 -19 19 -21
leaf_value=0.0052503625472763004 0.00037239322465453748 0.019286241912496518 4.1403810769811615e-05 0.0068808773116054798 -0.0050459937464671749 0.013550836687536818 0.0038558405773449619 0.011724036163592392 0.016311388915811412 0.00017160615055681258 0.0085669651795095263 0.013877412103168485 0.0096680595672487945 0.0077091519945354948 0.0183847237112078 0.012601422303386485 0.0077750665039974329 0.011703734590627153 0.0067691134723646147 0.011206301840933098
leaf_weight=53 95 53 56 67 68 52 75 72 75 72 1004 104 56 55 52 54 55 96 75 70
leaf_count=53 95 53 56 67 68 52 75 72 75 72 1004 104 56 55 52 54 55 96 75 70
internal_value=0 0.00884035 0.00638933 0.00421502 0.00085996 0.00698272 0.0096258 0.00988874 0.00957357 0.00922015 0.00852579 0.00906704 0.0134852 0.012193 0.0145317 0.00895341 0.0105988 0.0102607 0.00794943 0.0089236
internal_weight=0 2264 550 298 135 163 1714 1639 1586 1455 1180 1108 131 275 124 252 107 151 198 145
internal_count=2359 2264 550 298 135 163 1714 1639 1586 1455 1180 1108 131 275 124 252 107 151 198 145
is_linear=0
shrinkage=0.16829


Tree=8350
num_leaves=23
num_cat=0
split_feature=1 1 150 2 15 2 3 157 159 42 1447 1456 15 42 484 157 1 4 4 401 42 43
split_gain=8.998 1.40475 0.678477 0.600272 0.549242 0.536888 0.493953 0.419284 0.277041 0.304584 0.261092 0.290413 0.259514 0.233775 0.338412 0.190916 0.238306 0.175185 0.170814 0.133155 0.102861 0.0969755
threshold=0.10538500000000002 0.12394500000000001 0.09487000000000001 0.11693000000000002 -0.074959999999999985 0.094835000000000017 -0.029309999999999996 -1.0000000180025095e-35 0.012830000000000003 -0.080744999999999983 -0.086219999999999977 -0.089834999999999984 -0.41880499999999993 0.08648500000000002 0.076210000000000014 -0.0045449999999999996 0.079415000000000013 -0.0086449999999999982 0.0099250000000000015 0.096755000000000022 0.079170000000000004 -0.082219999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 6 12 10 18 -4 9 -7 -1 -12 -3 14 17 -11 20 -13 -2 21 -17 -15
right_child=1 4 7 -5 -6 8 -8 -9 -10 15 11 13 -14 19 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0013219736101773775 0.0011153772553650619 0.00037792744283765377 0.0010212658417723336 0.00049836168798768473 0.00061424154223415446 0.0011938592152614419 0.00065517137922121201 0.00062918070080651483 0.0011811106585005681 0.0010953125350163663 0.0008767501677637336 0.0011618610763666297 9.070139021662328e-05 0.00092412916088687933 0.00096403992057171053 0.00084457067151172687 0.00071315156402719515 0.0012915389513321247 0.000850481314473089 0.0012122632520064653 0.0010020823892278293 0.0010692767339513182
leaf_weight=77 54 85 65 85 73 55 96 56 79 61 52 473 58 67 80 76 66 158 56 61 129 268
leaf_count=77 54 85 65 85 73 55 96 56 79 61 52 473 58 67 80 76 66 158 56 61 129 268
internal_value=0 0.000582939 0.0010801 0.000732716 0.000380994 0.00109714 0.000829244 0.000840096 0.00100104 0.000964189 0.00113334 0.00112078 0.000261677 0.00113221 0.00116852 0.000926035 0.000887802 0.00119439 0.000980841 0.00106692 0.00094386 0.00104035
internal_weight=0 507 1823 291 216 1702 206 121 466 387 1236 1159 143 1107 711 332 271 631 110 396 205 335
internal_count=2330 507 1823 291 216 1702 206 121 466 387 1236 1159 143 1107 711 332 271 631 110 396 205 335
is_linear=0
shrinkage=0.0032998


Tree=8351
num_leaves=18
num_cat=0
split_feature=1 52 47 1 3 4 52 12 3 0 3 0 52 0 43 0 3
split_gain=4.77814 1.28961 0.777968 0.732861 0.48434 0.388558 0.395728 0.27981 0.256341 0.207936 0.205678 0.188132 0.117383 0.106928 0.0998739 0.144726 0.109736
threshold=0.10538500000000002 -0.40492999999999996 0.096770000000000009 0.13210500000000003 0.10323000000000002 0.054560000000000004 0.0029250000000000005 0.11721500000000001 -0.029309999999999996 -0.21196999999999996 -0.0035149999999999995 -0.057864999999999993 -1.0000000180025095e-35 -0.095264999999999989 -0.038674999999999994 -0.071844999999999978 -0.14162499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 7 13 9 -3 -1 14 -5 -10 -7 15 -11 -16
right_child=1 2 -4 11 -6 6 -8 -9 12 10 -12 -13 -14 -15 16 -17 -18
leaf_value=0.00069880784031663341 0.00099695907740925973 0.00064803341262733031 0.00070647190833137091 0.00030150298768580721 0.00055594413999756666 0.00050856672200100847 0.00091103724847536253 0.00066033129043430758 0.00049697156281386509 0.00090105241380385778 0.0011027436401680655 4.8502519911296941e-05 0.00030685683417623052 0.00071531876023796313 0.0010697302986092542 0.00078014754524001538 0.00092192847407150387
leaf_weight=52 53 77 102 67 52 56 87 53 80 615 62 62 66 57 64 137 588
leaf_count=52 53 77 102 67 52 56 87 53 80 615 62 62 66 57 64 137 588
internal_value=0 0.000509324 0.000452319 0.000378573 0.000871675 0.000880926 0.000742918 0.000898473 0.000493181 0.000906764 0.000914117 0.000180179 0.000411271 0.000613169 0.000905762 0.000879073 0.000936491
internal_weight=0 507 454 352 1823 1771 200 1571 223 1518 1466 129 146 113 1404 752 652
internal_count=2330 507 454 352 1823 1771 200 1571 223 1518 1466 129 146 113 1404 752 652
is_linear=0
shrinkage=0.0032998


Tree=8352
num_leaves=29
num_cat=0
split_feature=4 14 0 43 2 160 4 43 15 12 43 4 43 12 51 474 51 15 43 12 4 0 4 4 43 2 49 42
split_gain=0.237997 0.102861 0.122698 0.122815 0.0873068 0.109936 0.150904 0.128684 0.115363 0.110826 0.0874075 0.157817 0.121686 0.104193 0.075654 0.0623811 0.087662 0.060073 0.0591164 0.0574005 0.0549521 0.0495502 0.0740532 0.0659697 0.045413 0.0384011 0.0344001 0.0333332
threshold=0.27161500000000005 -0.41790499999999997 -0.063914999999999986 -0.010739999999999998 0.08647500000000001 0.0021250000000000006 -0.00045499999999999995 -0.16205499999999998 -0.061559999999999997 0.084055000000000005 -0.040789999999999993 -1.0000000180025095e-35 -0.0049499999999999987 0.086505000000000012 -0.094874999999999987 0.088710000000000011 -0.084999999999999978 -0.016434999999999995 -0.07088499999999999 0.095175000000000023 -0.082304999999999975 -0.082824999999999982 -0.039459999999999995 -0.013514999999999998 -0.08231999999999999 0.094195000000000015 0.096530000000000019 -0.013204999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 10 6 7 -6 25 -7 14 12 20 -14 -1 16 17 -9 21 -18 27 23 -23 -16 -11 -8 -27 -12
right_child=1 2 -4 -5 5 9 8 15 -10 24 11 -13 13 -15 18 -17 19 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29
leaf_value=0.0024854738976601161 0.009396342418154421 -0.0019848238974377844 -0.0048687337480089535 0.007874986949723748 0.0014471802961407729 0.015364032109700386 0.0024918118903225609 0.00034631839638687626 -0.0025897906340242903 0.0043371348918252476 0.013649542312054888 0.018280925300012615 0.0032760016583172004 0.011218289134110338 0.003359328315382536 0.014450537547851567 0.01076620905189248 0.0076838316403076467 0.003930871727332654 0.0063111066990450366 0.016653378260375992 0.015229312476407107 0.0074291740597361875 0.010509241259704752 0.010527133551723458 0.0044352119410668127 0.010499640389769678 0.0075598507624507925
leaf_weight=57 63 57 59 95 72 98 71 55 67 59 54 83 98 91 58 55 322 76 54 113 78 92 57 103 82 53 56 52
leaf_count=57 63 57 59 95 72 98 71 55 67 59 54 83 98 91 58 55 322 76 54 113 78 92 57 103 82 53 56 52
internal_value=0 0.00342302 0.001631 0.00416574 0.0087144 0.00776173 0.00693712 0.00821191 0.00335322 0.0109974 0.00999308 0.011617 0.0101294 0.00710957 0.00822987 0.00899333 0.00845986 0.00461691 0.00912447 0.00961304 0.0132214 0.0100234 0.0122574 0.00794466 0.00794973 0.00557532 0.00756736 0.0106791
internal_weight=0 274 211 152 2056 1179 940 693 247 239 877 456 373 189 421 621 566 131 364 435 184 310 149 161 141 180 109 106
internal_count=2330 274 211 152 2056 1179 940 693 247 239 877 456 373 189 421 621 566 131 364 435 184 310 149 161 141 180 109 106
is_linear=0
shrinkage=0.16829


Tree=8353
num_leaves=18
num_cat=0
split_feature=1 1 16 12 50 14 16 12 160 1 15 15 403 16 159 159 43
split_gain=6.73119 1.38827 1.05978 0.567158 0.437143 0.39052 0.300124 0.309188 0.241326 0.217259 0.209518 0.264336 0.201596 0.133308 0.129697 0.0869337 0.0126841
threshold=0.10538500000000002 0.13554500000000003 0.12292000000000002 -0.088684999999999986 0.041865000000000006 0.054835000000000009 -0.49181999999999998 0.11769500000000001 -1.0000000180025095e-35 0.11414000000000001 0.03981500000000001 0.084715000000000013 -0.083864999999999981 -0.41163499999999992 -0.039019999999999992 -0.023859999999999996 -0.0098449999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 8 6 -5 10 -2 -10 12 16 -8 -3 -14 -13 -12
right_child=1 13 -4 5 -6 -7 7 -9 9 -11 11 15 14 -15 -16 -17 -18
leaf_value=0.00064242227430223514 0.00059987739134818982 9.4566146961716507e-05 0.00093849038142846243 0.00069061155824040328 0.00076744279179671111 0.0011977795132784459 0.0007136060557845457 0.00071424409093439722 0.00049102408265042682 0.00024232239302549515 0.0011016899325613104 0.0010621691125548951 0.0010198899494262021 0.00030571814198128368 0.00090783990888779382 0.00095015788471305301 0.0011913841659600267
leaf_weight=71 77 58 82 54 59 65 52 63 81 74 57 95 145 76 625 544 52
leaf_count=71 77 58 82 54 59 65 52 63 81 74 57 95 145 76 625 544 52
internal_value=0 0.00050308 0.000606626 0.0009331 0.00051299 0.00094486 0.000935094 0.000943157 0.000448129 0.000372516 0.00095232 0.000992842 0.000915404 0.000214587 0.000928986 0.000966866 0.0011448
internal_weight=0 507 373 1823 291 1752 1687 1633 232 155 1570 748 822 134 770 639 109
internal_count=2330 507 373 1823 291 1752 1687 1633 232 155 1570 748 822 134 770 639 109
is_linear=0
shrinkage=0.0032998


Tree=8354
num_leaves=17
num_cat=0
split_feature=147 40 13 11 13 43 484 0 0 43 158 43 0 471 13 0
split_gain=0.207678 0.185023 0.0849659 0.104795 0.107298 0.0887362 0.107013 0.0948823 0.0982899 0.0685585 0.0675096 0.0950585 0.0693818 0.0593087 0.0643074 0.0318623
threshold=0.089365000000000014 -0.084904999999999994 -0.10664 1.0000000180025095e-35 -0.39067499999999994 -0.038674999999999994 0.023665000000000002 0.0085900000000000021 -0.095104999999999981 -0.08231999999999999 1.0000000180025095e-35 -0.0054649999999999985 -0.15503499999999998 0.085130000000000025 -0.086544999999999997 -0.086544999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 10 8 9 -4 11 15 -13 14 -10 -7
right_child=-2 2 5 -5 -6 6 -8 -9 13 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.00047156962037338447 -0.00074847398601639845 0.0057362275637058441 0.0066296433621185254 0.010876056199826857 -0.0038786444248045076 0.0086750683657599668 0.014549330712209974 0.00022855437413925612 0.013152374932436914 -0.00083691269004615508 0.0146388673583357 0.012223995114964649 0.0065339147459282185 0.0027802364882759637 0.0080678676743386989 0.01288644241487551
leaf_weight=77 87 86 80 53 53 85 103 54 80 61 53 70 506 54 686 142
leaf_count=77 87 86 80 53 53 85 103 54 80 61 53 70 506 54 686 142
internal_value=0 0.00761307 0.0079013 0.00450093 0.0020572 0.00823113 0.00939783 0.00712703 0.00751279 0.00338669 0.00877587 0.00838666 0.00722854 0.00822009 0.00860123 0.0113174
internal_weight=0 2243 2166 192 139 1974 959 1015 961 141 856 803 576 820 766 227
internal_count=2330 2243 2166 192 139 1974 959 1015 961 141 856 803 576 820 766 227
is_linear=0
shrinkage=0.16829


Tree=8355
num_leaves=10
num_cat=0
split_feature=3 132 41 12 3 3 15 15 1213
split_gain=0.172927 0.0712693 0.116052 0.0715286 0.0675258 0.152047 0.092156 0.101824 0.0798914
threshold=0.30112000000000005 0.090050000000000005 0.075585000000000013 0.088965000000000002 0.12991000000000003 0.10812000000000001 -0.41971499999999995 -0.14820999999999998 0.10210000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 -1 -8 -9
right_child=-2 3 -4 -5 -6 -7 7 8 -10
leaf_value=0.0014994574670743705 7.0299581529684933e-05 -0.00015415518765436717 0.013153042937732598 0.0068667456128024516 0.013250863626969429 -0.0018859461252024219 0.013125593710713505 0.0070178283359969016 0.012701874195395021
leaf_weight=75 100 71 99 96 52 52 89 1659 74
leaf_count=75 100 71 99 96 52 52 89 1659 74
internal_value=0 0.0072394 0.00750641 0.00387105 0.00722615 0.00706448 0.00731078 0.007549 0.00726158
internal_weight=0 2267 2100 167 2001 1949 1897 1822 1733
internal_count=2367 2267 2100 167 2001 1949 1897 1822 1733
is_linear=0
shrinkage=0.16829


Tree=8356
num_leaves=10
num_cat=0
split_feature=3 0 0 1452 15 0 0 12 39
split_gain=0.119519 0.103455 0.126528 0.117897 0.0898184 0.0871194 0.125533 0.0930655 0.07646
threshold=0.30112000000000005 -0.22607999999999998 -0.15503499999999998 0.089640000000000011 -0.41971499999999995 -0.13972999999999997 -0.099059999999999995 0.084645000000000012 0.098905000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 -8
right_child=-2 2 3 -5 5 6 8 -9 -10
leaf_value=0.00040887674509813577 5.8468783992725635e-05 0.01370722684486916 0.001048679955362282 -0.0014276435308438122 0.0015391565424505886 0.017142669200301993 0.0065326394890835365 0.0082552268301599088 6.4644504348758787e-05
leaf_weight=90 100 63 91 58 97 53 1667 94 54
leaf_count=90 100 63 91 58 97 53 1667 94 54
internal_value=0 0.00602162 0.00625283 0.00602983 0.00624108 0.00648063 0.00673627 0.0114718 0.00633074
internal_weight=0 2267 2177 2114 2056 1965 1868 147 1721
internal_count=2367 2267 2177 2114 2056 1965 1868 147 1721
is_linear=0
shrinkage=0.16829


Tree=8357
num_leaves=26
num_cat=0
split_feature=1 16 124 16 1 157 2 1 0 0 0 16 484 2 1429 16 1447 0 474 2 16 49 16 16 16
split_gain=3.94472 0.708522 0.337045 0.25805 0.481477 0.408606 0.239502 0.207963 0.186156 0.183188 0.124797 0.107461 0.104766 0.164908 0.121651 0.102127 0.0913154 0.0792352 0.0693892 0.0833131 0.0625504 0.0423272 0.0407316 0.0321046 0.0326967
threshold=0.10538500000000002 0.25155500000000003 -1.0000000180025095e-35 -0.38959499999999997 0.11846000000000002 -0.06457499999999998 0.090115000000000015 0.097195000000000017 0.062580000000000011 -0.094709999999999989 -0.068669999999999995 -0.41163499999999992 0.085225000000000009 0.082885000000000014 0.057970000000000008 -0.072054999999999994 -0.051529999999999992 -0.094124999999999986 0.079590000000000008 0.086400000000000018 -0.039889999999999988 -0.0045849999999999997 -0.014149999999999998 -0.011859999999999997 -0.083879999999999996
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=2 3 -1 4 -2 -5 12 8 11 -6 15 -8 13 17 -14 -7 -13 -4 19 22 -18 -21 -15 24 -19
right_child=1 -3 6 5 9 10 7 -9 -10 -11 -12 16 14 18 -16 -17 20 23 -20 21 -22 -23 -24 -25 -26
leaf_value=0.00061950245154927005 0.00056848361022847555 0.00074747158789886608 0.00071062143439400323 0.0002457939184186255 6.6106168439232472e-05 0.00074448653802447722 0.00092455066396822719 0.0009789006663350891 0.00057656066293153274 0.00033764051885386542 0.00047065092092958788 0.00090506129902531739 0.00086619457456160861 0.00091949834144036474 0.00065392348508687967 0.0005398238997799459 0.00071721043414924111 0.00088635207287724165 0.0010304410685672029 0.00076579678231093479 0.00079553909934827033 0.00087859928423017388 0.0010275532767808138 0.00089840794383492378 0.00079322234913413274
leaf_weight=85 62 98 61 52 54 59 57 57 52 55 73 52 69 228 55 52 245 68 54 53 234 180 54 98 160
leaf_count=85 62 98 61 52 54 59 57 57 52 55 73 52 69 228 55 52 245 68 54 53 234 180 54 98 160
internal_value=0 0.000495087 0.000824111 0.00043423 0.000336002 0.000505254 0.000833879 0.000785638 0.000768371 0.000203442 0.000578389 0.000785274 0.000864979 0.00087696 0.000772326 0.000648926 0.000770257 0.000823476 0.000913275 0.000900921 0.000755549 0.000853092 0.000940315 0.000844485 0.000821152
internal_weight=0 505 1862 407 171 236 1777 697 640 109 184 588 1080 956 124 111 531 387 569 515 479 233 282 326 228
internal_count=2367 505 1862 407 171 236 1777 697 640 109 184 588 1080 956 124 111 531 387 569 515 479 233 282 326 228
is_linear=0
shrinkage=0.0032998


Tree=8358
num_leaves=13
num_cat=0
split_feature=2 10 0 2 48 1212 13 1212 48 13 12 0
split_gain=0.0982473 0.0816927 0.0775144 0.0672882 0.0807315 0.0729686 0.150933 0.114791 0.0740709 0.0739742 0.0694122 0.0402744
threshold=0.17000000000000001 0.058500000000000003 -0.22607999999999998 -0.013254999999999998 -0.079804999999999987 0.073745000000000019 -0.013944999999999997 0.090080000000000007 0.078910000000000022 -0.0042049999999999995 -0.092124999999999985 -0.08075499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 8 7 -7 10 -10 -6 -8
right_child=-2 -3 3 4 5 6 11 -9 9 -11 -12 -13
leaf_value=0.00079101843093316361 -0.0018054159666143978 -0.00088262431973530554 0.011053306784251178 0.011500456607650622 -0.0012068593873718748 0.017498785355625934 0.0064962924791946621 0.0078979536311351416 0.0056521494396646558 0.011088262091396168 0.004811481412003717 7.5485795555285575e-05
leaf_weight=90 53 55 69 66 56 58 58 93 227 105 1383 54
leaf_count=90 53 55 69 66 56 58 58 93 227 105 1383 54
internal_value=0 0.00549751 0.00565364 0.00585458 0.00568291 0.00549326 0.0081205 0.0115976 0.00510209 0.00737681 0.00457602 0.00341659
internal_weight=0 2314 2259 2169 2100 2034 263 151 1771 332 1439 112
internal_count=2367 2314 2259 2169 2100 2034 263 151 1771 332 1439 112
is_linear=0
shrinkage=0.16829


Tree=8359
num_leaves=16
num_cat=0
split_feature=4 2 124 11 0 4 13 4 13 133 42 0 2 0 42
split_gain=5.90178 1.91318 0.833711 0.486933 0.407779 0.458555 0.364688 0.34155 0.331401 0.302017 0.243008 0.213973 0.203538 0.124892 0.0333972
threshold=0.36766000000000004 0.14271500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11169999999999998 0.03851000000000001 -0.0074049999999999993 0.020345000000000005 -0.15714499999999998 0.085650000000000018 -0.014374999999999997 -0.095869999999999983 0.10124000000000001 -0.079119999999999982 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -4 8 11 -2 -1 -9 -6 -5 -13 -12
right_child=6 -3 3 12 7 -7 -8 10 -10 -11 14 13 -14 -15 -16
leaf_value=0.00075082994412182678 0.00038480837338085222 0.00032142151236593241 0.00057841640324910934 0.0011926016863980382 0.0011190469250190781 0.00090933370413008509 0.00044965522954075688 0.00058807415112475286 4.7018242766519008e-05 0.0004204774248034751 0.00089988328179810566 0.0009269965500455675 0.00093382195500676349 0.00085982717789560316 0.00078922486475116905
leaf_weight=72 54 71 102 78 53 84 103 61 77 53 64 861 61 498 75
leaf_count=72 54 71 102 78 53 84 103 61 77 53 64 861 61 498 75
internal_value=0 0.000854787 0.000873136 0.000890031 0.00087538 0.000728052 0.0003025 0.000892358 0.000186529 0.000611042 0.000763637 0.000910565 0.00107929 0.000902409 0.000840429
internal_weight=0 2133 2062 1937 1798 186 234 1612 131 125 200 1412 139 1359 139
internal_count=2367 2133 2062 1937 1798 186 234 1612 131 125 200 1412 139 1359 139
is_linear=0
shrinkage=0.0032998


Tree=8360
num_leaves=29
num_cat=0
split_feature=50 48 52 52 4 160 15 403 15 159 132 16 160 15 13 52 15 159 15 16 52 52 15 50 43 15 15 51
split_gain=0.109416 0.115988 0.0897543 0.138973 0.20711 0.0999019 0.0989656 0.208537 0.0995872 0.086983 0.0681084 0.0636821 0.0588791 0.0736754 0.0740482 0.0578413 0.0869206 0.0483003 0.0474042 0.0461978 0.0397273 0.0316995 0.0261606 0.0677175 0.0240713 0.022504 0.0267755 0.0109084
threshold=1.0000000180025095e-35 -0.080024999999999985 0.08321000000000002 -0.10886 -0.1075 0.085090000000000013 -0.092729999999999993 -0.089804999999999982 -0.10114499999999998 0.0096550000000000021 0.0038750000000000004 -0.015159999999999998 -0.24191499999999996 0.084785000000000013 -0.077549999999999994 -0.53937999999999986 -0.043644999999999996 0.085035000000000013 0.089150000000000021 -0.071359999999999993 0.089325000000000015 0.10539000000000001 0.090000000000000011 0.10583000000000002 -0.079199999999999979 0.089545000000000013 0.086195000000000008 -0.10174999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 15 8 -8 17 -9 11 19 18 14 -14 27 24 -6 -4 22 -16 25 23 -2 -17 26 -15 -3
right_child=10 2 12 4 6 -7 7 9 -10 -11 -12 -13 13 21 20 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0097758301096133541 0.0014476207699938434 0.0086749730137587397 -0.0019729994459271464 -0.009037268533887104 -0.00024704441161844926 0.011254717589941907 -0.0066869899584327611 0.0058754648801306051 -0.006190631695100127 0.00033571936995733804 0.011935110947883845 0.0096316267373984799 0.012551028736862511 0.0010896051392501314 0.0082033519260173056 0.0022577529008814949 -0.0030040773918343666 0.0051911619303473579 0.0047370205885047655 0.0010348649307320079 0.0026158501298704255 0.0063733545809254426 0.0087535939781260372 0.0078978688713426688 0.0071454946923426681 -0.00027096295964913384 0.0059160125492695908 0.0051575240699556196
leaf_weight=81 93 55 57 52 180 64 52 340 67 106 56 90 70 60 88 58 63 62 62 81 63 97 61 93 59 54 74 53
leaf_count=81 93 55 57 52 180 64 52 340 67 106 56 90 70 60 88 58 63 62 62 81 63 97 61 93 59 54 74 53
internal_value=0 0.00353245 0.00325603 0.00240779 0.00125099 0.00522568 0.00191615 0.00338458 -0.000444622 0.00456287 0.00639477 0.00564822 0.00489669 0.00569011 0.00800389 0.00387966 0.00201821 0.00113879 0.00150788 0.00454974 0.00588404 0.00388962 0.00569511 0.0046824 0.00473787 0.00259856 0.00376834 0.00696545
internal_weight=0 1917 1836 1211 859 352 807 498 309 446 474 418 625 506 221 288 180 242 119 328 151 285 247 186 117 188 134 108
internal_count=2391 1917 1836 1211 859 352 807 498 309 446 474 418 625 506 221 288 180 242 119 328 151 285 247 186 117 188 134 108
is_linear=0
shrinkage=0.16829


Tree=8361
num_leaves=13
num_cat=0
split_feature=9 9 131 41 49 1210 1 16 1212 50 16 13
split_gain=0.129992 0.114884 0.0646584 0.0625941 0.0711853 0.0616975 0.080758 0.0951234 0.0726151 0.0575473 0.0341808 0.0250843
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.089915000000000009 0.081560000000000007 -0.14867499999999997 -0.078184999999999991 0.088985000000000022 -1.0000000180025095e-35 0.087685000000000013 0.082725000000000007 0.057185000000000007 -0.061199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 8 -8 -7 10 11 -4
right_child=1 -3 9 -5 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0035187949069811529 0.0091616903357755689 0.010170893014296335 0.00047977922961113756 -0.0021404450451241218 -0.0015937980834094935 0.0044718970424211316 0.0030200006756766372 -0.0017712186231296585 0 0.010837939792191572 0.0073265717555554841 0.0048309153029035407
leaf_weight=74 56 74 62 63 77 1074 392 167 113 52 88 99
leaf_count=74 56 74 62 63 77 1074 392 167 113 52 88 99
internal_value=0 0.00363445 0.003418 0.00306029 0.00323562 0.00305259 0.00325853 0.00158542 0.00404494 0.00571996 0.00464393 0.00316648
internal_weight=0 2317 2243 1942 1879 1823 1746 559 1187 301 249 161
internal_count=2391 2317 2243 1942 1879 1823 1746 559 1187 301 249 161
is_linear=0
shrinkage=0.16829


Tree=8362
num_leaves=9
num_cat=0
split_feature=9 9 1453 474 482 159 14 41
split_gain=0.0899943 0.0793971 0.0592155 0.0593875 0.0578039 0.05393 0.0794863 0.0843812
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.077764999999999987 -0.10160499999999999 0.099135000000000015 0.11855 -0.10708499999999999 0.081560000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.0029266175138858404 0.0075379050660851956 0.0084592357965642424 0.008316004849561253 0.0084268299135288535 0.0068016337067939876 -0.0019102690004147 0.002542420878513097 -0.0038601856264004687
leaf_weight=74 74 74 52 63 87 80 1827 60
leaf_count=74 74 74 52 63 87 80 1827 60
internal_value=0 0.00302323 0.00284308 0.00268208 0.00254284 0.00235944 0.00253553 0.00233789
internal_weight=0 2317 2243 2169 2117 2030 1950 1887
internal_count=2391 2317 2243 2169 2117 2030 1950 1887
is_linear=0
shrinkage=0.16829


Tree=8363
num_leaves=17
num_cat=0
split_feature=2 52 1 16 16 1 1 34 42 1 51 51 148 130 11 40
split_gain=0.123412 0.0960562 0.0884437 0.128635 0.143813 0.099369 0.0823996 0.182388 0.169939 0.144582 0.0830472 0.0882273 0.068708 0.0512265 0.116115 0.0438682
threshold=0.10859000000000001 0.12492500000000002 0.11249000000000002 0.51026500000000008 -0.061784999999999993 0.12048000000000002 0.10708500000000001 -0.010024999999999997 0.090625000000000025 0.10335000000000001 -0.13881499999999999 -0.094344999999999984 -0.0084749999999999982 -0.072444999999999982 0.079300000000000009 -0.024094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 9 -8 -9 10 -1 -12 -13 -14 -15 -7
right_child=1 -3 5 -5 -6 15 7 8 -10 -11 11 12 13 14 -16 -17
leaf_value=0.008402408967642775 -0.0012083531702335802 0.0059923353501165977 0.0073487011035761642 0.0033981358317544327 -0.011261074653804878 0.0029946445924713102 -0.0016451973614235898 0.014316039857748243 0.0021722694050367499 -0.0058035228079700756 -0.004181487547793598 0.0083091734057842998 0.0069764137691962517 0.0026921322886026139 -0.0054027625380868105 -0.0031895784265317112
leaf_weight=74 91 65 60 60 73 52 58 84 54 56 52 63 73 1338 52 86
leaf_count=74 91 65 60 60 73 52 58 84 54 56 52 63 73 1338 52 86
internal_value=0 -2.6069e-05 -0.000957332 -0.00325058 -0.005694 0.00162798 0.0029724 0.00624708 0.00957715 0.00259557 0.00288137 0.00262132 0.00285431 0.00261819 0.00238801 -0.000846273
internal_weight=0 487 422 224 164 198 1904 196 138 1708 1652 1578 1526 1463 1390 138
internal_count=2391 487 422 224 164 198 1904 196 138 1708 1652 1578 1526 1463 1390 138
is_linear=0
shrinkage=0.16829


Tree=8364
num_leaves=24
num_cat=0
split_feature=1 15 16 1 47 4 1 16 16 51 1 13 16 15 130 50 15 16 16 13 16 13 15
split_gain=5.52074 1.19799 0.668621 0.415134 0.364669 0.344833 0.477193 0.179782 0.156961 0.187618 0.156073 0.123414 0.112219 0.108285 0.0781446 0.105185 0.0745928 0.072931 0.0546468 0.0346866 0.0280134 0.0216153 0.0800394
threshold=0.10141500000000002 -0.083359999999999976 0.27776000000000006 0.11695500000000002 0.083875000000000019 0.0051600000000000005 0.083555000000000018 -0.49181999999999998 -0.11118499999999999 0.11178000000000002 0.092415000000000011 -0.088374999999999995 -0.38959499999999997 0.091475000000000015 0.0016050000000000003 0.077545000000000017 -0.41606999999999994 -0.075779999999999986 -0.0079449999999999989 -0.078934999999999991 -0.053214999999999991 -0.078734999999999986 -0.074959999999999985
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 4 3 -3 7 8 12 -2 -1 10 13 -9 -7 14 15 -10 -13 -16 19 -15 -12 -14 -23
right_child=1 2 -4 -5 -6 6 -8 11 9 -11 20 16 21 18 17 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00092426455770618315 0.0003656015927247611 0.00056974138779595531 0.00076702854323875834 0.0002436955951252231 0.00046044852709803738 0.00083599687575966334 0.00041893428679397706 1.9798864684721332e-05 0.00077417669512507936 0.0005984431674078707 0.00073573976528913416 0.00027112670846607368 0.00073979666838223967 0.00075369911455846041 0.0008198844227082472 0.00086926734655681077 0.00011367215301011816 0.00096555754044211296 0.00081179851200087146 0.00064566354719434993 0.00063085889595134153 0.0007445502951294174 0.00057367278104985967
leaf_weight=81 52 98 100 76 72 76 70 59 635 66 53 75 58 61 109 168 60 64 60 91 81 60 66
leaf_count=81 52 98 100 76 72 76 70 59 635 66 53 75 58 61 109 168 60 64 60 91 81 60 66
internal_value=0 0.00039154 0.000551565 0.000427533 0.000253545 0.00075905 0.000661957 0.000192845 0.000780837 0.000772442 0.000781102 0.000146358 0.00072725 0.00079331 0.000808307 0.000794115 0.000201408 0.000873979 0.000724101 0.000689252 0.000672605 0.000682142 0.000655323
internal_weight=0 592 274 174 318 1799 330 246 1469 1388 1322 194 260 1188 976 803 135 173 212 152 134 184 126
internal_count=2391 592 274 174 318 1799 330 246 1469 1388 1322 194 260 1188 976 803 135 173 212 152 134 184 126
is_linear=0
shrinkage=0.0032998


Tree=8365
num_leaves=22
num_cat=0
split_feature=1 1 3 4 2 39 3 2 15 13 1 4 48 4 48 16 16 3 2 42 16
split_gain=11.3512 1.9751 1.45826 1.12543 0.91236 0.737831 0.483756 0.426419 0.376892 0.339482 0.33268 0.236506 0.188737 0.139707 0.314889 0.130904 0.168948 0.114959 0.112084 0.0343125 0.0103486
threshold=0.10538500000000002 0.14846500000000004 -0.015069999999999998 0.24099500000000004 0.11923000000000002 0.083495000000000014 -0.14818499999999998 0.089830000000000007 -0.086599999999999996 0.085880000000000012 0.087070000000000022 0.053455000000000009 0.090720000000000009 -0.0068249999999999986 0.014805 0.12292000000000002 0.0073350000000000004 -0.071814999999999976 0.11693000000000002 0.088345000000000021 0.23993500000000004
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 4 5 8 6 9 15 -2 -1 11 12 -9 -4 18 16 17 -8 -15 -13 -10
right_child=1 -3 13 -5 -6 -7 7 10 20 -11 -12 19 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0015526773579811399 0.00075769611482615084 -3.3363373997778252e-06 0.00062450584959021841 0.00072108129102549032 0.00052412456513221148 0.0008625040599451909 0.0012238101347640076 0.0011863532456609404 0.0010586742702577596 0.0011909052118998108 0.00084837100839944639 0.00092426802342487576 0.0009728408726436869 0.00061846094579396944 0.00021492845703179056 0.0013712558757469193 0.0010211373610910411 0.0010989726782426618 0.00040946355309730341 0.0010508587750049172 0.0011434103427842657
leaf_weight=64 53 54 52 64 66 83 807 355 53 53 55 59 54 63 53 54 57 96 53 52 53
leaf_count=64 53 54 52 64 66 83 807 355 53 53 55 59 54 63 53 54 57 96 53 52 53
internal_value=0 0.000592044 0.000664209 0.00115248 0.000851406 0.00116789 0.00118273 0.00116751 0.000987037 0.0013891 0.00109507 0.0011211 0.00115825 0.000473465 0.000426783 0.00120855 0.00119937 0.00121058 0.000523274 0.000983889 0.00110137
internal_weight=0 500 446 1853 225 1789 1706 1589 159 117 575 520 409 221 169 1014 960 903 116 111 106
internal_count=2353 500 446 1853 225 1789 1706 1589 159 117 575 520 409 221 169 1014 960 903 116 111 106
is_linear=0
shrinkage=0.0032998


Tree=8366
num_leaves=19
num_cat=0
split_feature=1 457 12 1 47 1 3 3 3 3 51 15 3 3 3 15 1 49
split_gain=5.12765 0.603068 0.539405 0.446263 0.407604 0.330277 0.250508 0.196911 0.193761 0.190188 0.166294 0.146968 0.123077 0.133456 0.126614 0.114826 0.0814129 0.0762803
threshold=0.109225 0.097135000000000013 -0.010219999999999998 0.12072500000000001 0.10019500000000002 0.092810000000000017 -0.029309999999999996 -0.15078499999999997 -0.029309999999999996 0.086245000000000016 0.0033150000000000007 -0.41309499999999993 -0.12077499999999998 -0.081224999999999978 -0.080634999999999984 -1.0000000180025095e-35 0.13849500000000003 -0.073054999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 11 -1 -2 10 12 -10 -4 16 -9 17 -15 -11 -5 -14
right_child=3 -3 7 4 -6 -7 -8 8 9 15 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.00079665504215089156 0.0006642849184740001 0.00047327319335271689 0.00087232502750501071 0.00021808919409547288 0.00054872688369097134 0.00046800306492263453 0.0004149722815065526 0.00066736786306771678 0.0011020444168088734 0.00074840106666245821 0.0011103057619585349 0.00011430185846967111 0.00072863965789608711 0.00063331190932750013 0.00080348706914109213 0.00096074704137347189 0.0004032792689440383 0.00086263002210050098
leaf_weight=65 88 54 86 52 62 70 90 57 55 54 54 67 53 55 497 63 54 777
leaf_count=65 88 54 86 52 62 70 90 57 55 54 54 67 53 55 497 63 54 777
internal_value=0 0.000818628 0.000828498 0.000413505 0.000318735 0.000626504 0.000538426 0.000844051 0.000833573 0.000939672 0.000964369 0.000236106 0.000820867 0.000827172 0.000786595 0.000863042 0.000312764 0.000854116
internal_weight=0 1940 1886 413 235 135 178 1751 1611 172 140 173 1439 1382 552 117 106 830
internal_count=2353 1940 1886 413 235 135 178 1751 1611 172 140 173 1439 1382 552 117 106 830
is_linear=0
shrinkage=0.0032998


Tree=8367
num_leaves=15
num_cat=0
split_feature=4 3 13 0 3 0 15 1456 457 0 0 12 4 13
split_gain=0.197009 0.290756 0.183141 0.181623 0.107965 0.0878372 0.101647 0.105599 0.123474 0.100547 0.0995846 0.0748752 0.0640976 0.0506904
threshold=-0.17689999999999997 0.11535000000000002 -0.39451999999999993 0.053930000000000006 -0.15078499999999997 -0.023359999999999995 -0.40312499999999996 -0.078314999999999982 0.083415000000000017 -0.14910999999999999 -0.090889999999999985 0.083570000000000019 0.39574000000000004 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 -1 -5 6 -2 13 9 -9 -10 -11 -7 -8
right_child=1 2 -4 4 -6 12 7 8 10 11 -12 -13 -14 -15
leaf_value=0.016057555922803533 -0.00093914667473754424 0.0018459370134748915 -0.010140143853546571 0.01085225399836812 0.00099113785748085933 -0.0042856167860483513 -0.0017768852939919898 0.011189464573725976 -0.0049286303575409897 0.0022183608645388831 0.0049067979140082875 0.0060343317418522268 0.0040300974189508296 0.0044996542999300023
leaf_weight=77 80 88 61 60 67 52 86 98 55 166 62 1285 53 63
leaf_count=77 80 88 61 60 67 52 86 98 55 166 62 1285 53 63
internal_value=0 0.00411542 -0.00304906 0.00959591 0.00566408 0.00465008 0.00491262 0.00517154 0.00555563 0.00595386 0.000267951 0.00559901 -7.10507e-05 0.000864896
internal_weight=0 2149 149 204 127 2000 1895 1815 1666 1549 117 1451 105 149
internal_count=2353 2149 149 204 127 2000 1895 1815 1666 1549 117 1451 105 149
is_linear=0
shrinkage=0.16829


Tree=8368
num_leaves=12
num_cat=0
split_feature=0 151 10 10 2 3 3 2 13 0 0
split_gain=0.108146 0.106699 0.12165 0.0905605 0.0845836 0.0742154 0.0589408 0.108515 0.100814 0.0904995 0.0190677
threshold=-0.16242999999999996 0.015440000000000001 -0.086389999999999981 0.046740000000000011 0.090715000000000004 0.12745000000000004 -0.15002999999999997 -1.0000000180025095e-35 0.046185000000000004 -0.088589999999999988 -0.22984499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 6 8 -8 -4 -9 -6
right_child=1 -3 3 -5 10 -7 7 9 -10 -11 -12
leaf_value=0.0052792208478457574 -0.0031056583304079647 0.009661423581767515 0.012953608775221599 -0.0026625075722339214 -0.00067772009066800569 0.0090402788937611646 -0.0037606596916493549 0.0018653618222229675 0.0039450246505305453 0.0047385155294884145 -0.0050922303636126293
leaf_weight=52 68 95 56 54 56 90 52 415 97 1261 57
leaf_count=52 68 95 56 54 56 90 52 415 97 1261 57
internal_value=0 0.00413254 0.00388073 0.00411622 -0.000325394 0.00430285 0.00407523 0.00379273 0.00725403 0.00402816 -0.00292041
internal_weight=0 2188 2093 2025 165 1971 1881 1728 153 1676 113
internal_count=2353 2188 2093 2025 165 1971 1881 1728 153 1676 113
is_linear=0
shrinkage=0.16829


Tree=8369
num_leaves=24
num_cat=0
split_feature=3 3 43 12 3 40 43 12 15 49 0 12 1456 3 0 0 3 0 43 43 0 1212 1456
split_gain=3.30429 1.42369 0.81904 0.579591 0.534816 0.50601 0.436888 0.286615 0.265142 0.291997 0.184915 0.142009 0.172923 0.156666 0.135095 0.102784 0.09375 0.0922298 0.0711506 0.0805271 0.0694863 0.0554319 0.046222
threshold=-0.052614999999999995 0.31370500000000007 -0.049364999999999992 0.023990000000000004 0.11745500000000002 -0.08440499999999998 -0.080249999999999988 0.10124000000000001 -1.0000000180025095e-35 0.082865000000000008 -0.069389999999999993 0.086795000000000011 -0.081594999999999987 -0.12595999999999999 -0.14582499999999995 -0.10891999999999999 -0.079324999999999993 -0.092514999999999986 -0.116045 -0.087574999999999986 -0.084794999999999995 0.086920000000000011 0.083870000000000014
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 5 -1 8 -2 -7 11 9 14 20 13 -13 -5 -4 -14 -12 -15 -17 -20 -9 22 -19
right_child=1 -3 4 7 -6 6 -8 10 -10 -11 16 12 15 17 -16 18 -18 21 19 -21 -22 -23 -24
leaf_value=0.00039478672936720839 0.0001014726508733041 5.2260845139656945e-05 0.00039598491212156593 0.00096786803452119502 0.00038962830272615636 0.00063216796236995271 0.00025859290431533109 0.00065174592771171649 0.00083301364614914023 0.00081313066822480623 0.00044657455527578063 0.00055607784699317252 0.00060804617296881733 0.0006603686620625911 0.00063239354123406264 0.00066340436513220575 0.00062718963230307915 0.00080353316006335942 0.00088078432475560231 0.00075801188588892228 0.00081331717267840752 0.00070607499972692961 0.00091358813126207251
leaf_weight=54 63 84 56 61 87 74 64 60 92 52 53 55 55 58 52 82 84 248 68 674 64 56 57
leaf_count=54 63 84 56 61 87 74 64 60 92 52 53 55 55 58 52 82 84 248 68 674 64 56 57
internal_value=0 0.000452359 0.000514532 0.000732662 0.000613623 0.000347232 0.000459171 0.000743534 0.000690815 0.00060883 0.000642204 0.000762213 0.000738073 0.000809111 0.000510137 0.000749421 0.000557574 0.000785914 0.000758814 0.000769311 0.000735422 0.000805987 0.000824216
internal_weight=0 624 540 1729 339 201 138 1675 252 160 261 1414 934 480 108 879 137 419 824 742 124 361 305
internal_count=2353 624 540 1729 339 201 138 1675 252 160 261 1414 934 480 108 879 137 419 824 742 124 361 305
is_linear=0
shrinkage=0.0032998


Tree=8370
num_leaves=18
num_cat=0
split_feature=1454 4 12 4 16 43 48 9 3 49 0 1454 16 51 4 16 52
split_gain=0.133023 0.106275 0.136526 0.128682 0.108695 0.135781 0.0989697 0.0949447 0.139743 0.183177 0.124243 0.0898972 0.0843204 0.0684566 0.115306 0.0690617 0.0304277
threshold=0.080340000000000009 -0.17689999999999997 0.093270000000000006 -0.13833499999999996 0.0060650000000000009 -0.011154999999999998 0.099800000000000014 0.037245000000000007 0.06269000000000001 -0.008964999999999999 -0.14032999999999998 0.099235000000000004 -0.083104999999999984 -0.030684999999999994 -0.047714999999999987 0.51026500000000008 -0.11183499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 -3 6 13 7 8 10 -10 -5 -2 -8 15 -15 -6 -1
right_child=11 3 -4 4 5 -7 12 -9 9 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0077895712022243314 -0.0065897886612236523 -0.0049670542271874609 0.00077222279233706589 -0.0023061989894090319 0.008376405715360271 -0.0048854577500028152 -0.0044620499430319469 -0.0022510773204932276 0.0035642625133792674 0.015608506600393993 0.0044878892861500569 0.0026726759792707953 0.0042528361462435254 0.0050577560180316465 -0.0038536469411181331 0.0010481941030996648 0.01322420713346243
leaf_weight=59 64 54 60 81 83 90 70 59 72 72 1209 55 57 75 91 66 63
leaf_count=59 64 54 60 81 83 90 70 59 72 72 1209 55 57 75 91 66 63
internal_value=0 0.0034703 0.00737712 0.00312742 0.00334416 0.000872546 0.00396096 0.00434473 0.00461736 0.00959886 0.00405989 -0.00229372 -0.000536498 0.00252339 0.000161767 0.00514241 0.0106107
internal_weight=0 2261 182 2079 2025 405 1620 1493 1434 144 1290 119 127 315 166 149 122
internal_count=2380 2261 182 2079 2025 405 1620 1493 1434 144 1290 119 127 315 166 149 122
is_linear=0
shrinkage=0.16829


Tree=8371
num_leaves=13
num_cat=0
split_feature=39 1454 151 49 52 456 52 130 43 0 16 474
split_gain=0.0973025 0.0991398 0.0778975 0.104577 0.0645633 0.0602791 0.0645729 0.125011 0.146743 0.0693878 0.0983349 0.0841746
threshold=0.11233000000000001 0.080340000000000009 0.086470000000000005 -0.091004999999999989 -0.00094999999999999989 0.089235000000000023 -0.060549999999999993 0.012250000000000002 -0.084964999999999985 -0.10803999999999998 -0.50476999999999983 0.083685000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 8 -5 10 -8 -11
right_child=-2 4 -4 5 -6 -7 9 -9 -10 11 -12 -13
leaf_value=0.0093670266890099208 -0.0041496026744054591 -0.0063614142731943232 -0.0020686799802114332 -0.0046695943536432605 0.0015265934878769484 -0.0017999336447329366 0.0022413131476869837 0.0084968554062065348 0.0023018643883800662 0.0029845894866067989 0.0095325457339605155 0.0095200781345531893
leaf_weight=77 58 52 80 110 67 70 89 67 383 1138 130 59
leaf_count=77 58 52 80 110 67 70 89 67 383 1138 130 59
internal_value=0 0.00281686 0.00307275 0.00326734 -0.00190517 0.0030369 0.00320915 0.00167366 0.000742722 0.00381514 0.00657765 0.00330822
internal_weight=0 2322 2203 2123 119 2046 1976 560 493 1416 219 1197
internal_count=2380 2322 2203 2123 119 2046 1976 560 493 1416 219 1197
is_linear=0
shrinkage=0.16829


Tree=8372
num_leaves=23
num_cat=0
split_feature=3 1 3 3 150 124 16 1447 16 403 12 484 484 1429 0 15 3 15 12 1 43 1
split_gain=0.0723271 0.0864768 0.1148 0.140277 0.08473 0.0665755 0.0644826 0.0603298 0.101557 0.0852833 0.158355 0.0731983 0.0817574 0.0683073 0.0597583 0.0627058 0.0568072 0.0567805 0.054495 0.0846021 0.052351 0.0390458
threshold=-0.23303499999999996 0.10322500000000003 0.077930000000000013 -0.008649999999999998 1.0000000180025095e-35 -0.079884999999999984 -0.071044999999999983 -0.085024999999999989 -0.021179999999999997 -0.11087499999999999 0.087045000000000025 0.091180000000000011 0.062030000000000009 0.083715000000000026 -0.071719999999999992 0.087720000000000006 0.14363500000000004 -0.06784999999999998 0.08598500000000002 0.080475000000000005 -0.076344999999999982 0.091585000000000014
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 7 3 5 16 -3 -7 8 -2 10 -9 12 18 -14 15 -12 -4 -13 19 -11 -8 -20
right_child=1 2 4 -5 -6 6 20 9 -10 11 14 17 13 -15 -16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.0071211576572446861 0.0038393018356058313 0.005293283176244435 0.0096838543284075464 -0.0087400649926903003 -0.0020209886559828024 0.0019011584753899622 -0.0078802770202448177 0.013945298633822181 -0.0066200960613749301 0.0060157877037712963 0.005039001027563445 0.0026480588198277925 0.0015912892113178513 -0.0067147541282143123 0.0076027132967435192 -0.0031395189469887105 0.0027216420266218551 0.010533188838607968 0.0012275024023819595 0.00098439320613623814 -0.00039419874370155076 0.0047940229713062995
leaf_weight=82 53 52 56 67 60 87 55 53 52 242 53 52 59 53 60 53 84 53 746 157 52 99
leaf_count=82 53 52 56 67 60 87 55 53 52 242 53 52 59 53 60 53 84 53 746 157 52 99
internal_value=0 0.0020249 9.55389e-05 -0.00191325 0.00324827 -4.66076e-05 -0.00148718 0.00257838 -0.00132348 0.00282332 0.00592572 0.00235704 0.00202366 -0.00232321 0.00335443 0.000932792 0.00551936 0.00664528 0.00241647 0.00404052 -0.00425897 0.00164748
internal_weight=0 2298 513 313 200 246 194 1785 105 1680 219 1461 1356 112 166 106 140 105 1244 399 107 845
internal_count=2380 2298 513 313 200 246 194 1785 105 1680 219 1461 1356 112 166 106 140 105 1244 399 107 845
is_linear=0
shrinkage=0.16829


Tree=8373
num_leaves=24
num_cat=0
split_feature=4 1 51 1 12 4 9 457 4 12 52 457 1 401 4 12 2 42 12 2 42 12 4
split_gain=0.0689527 0.121882 0.133471 0.112545 0.159182 0.111769 0.11288 0.103539 0.0977661 0.0822826 0.0713905 0.0982066 0.103547 0.0575221 0.0727945 0.0436261 0.0552625 0.0402174 0.0381795 0.0455492 0.0706803 0.0528754 0.0170654
threshold=-0.17689999999999997 0.078340000000000007 -0.04652499999999999 0.080270000000000022 0.083425000000000013 -0.088499999999999981 -0.013509999999999999 -0.077859999999999985 0.036620000000000007 0.084160000000000013 -0.050359999999999995 0.060310000000000009 0.10282000000000001 0.088220000000000007 0.50230500000000011 0.086795000000000011 0.087470000000000006 0.08512500000000002 0.1087 0.092155000000000015 0.088775000000000007 0.088635000000000005 -0.084384999999999988
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=1 -1 -3 4 8 -5 -7 -8 -2 -6 11 12 -9 14 -12 16 17 22 19 21 -21 -17 -11
right_child=3 2 -4 5 9 6 7 10 -10 15 13 -13 -14 -15 -16 18 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0016031770930852499 0.012385090574629847 0.0025684986732360821 0.013048891073254678 -0.0070830308519684235 -0.003125936390483813 0.0079827029813475132 -0.0065578314098885485 0.0058908137198187757 0.0027570828954687873 0.00304019040698306 0.0014554758895698146 -0.0077190652206544199 -0.0027195753810030812 -0.0035597103374895417 0.0073033635181807806 0.0001518777799502455 0.0083981952980333556 0.0059024493338295748 0.0048424418878829003 -0.0027493706446276608 0.0023909419364557217 0.0043903286099716372 -0.001096900111351352
leaf_weight=58 72 73 66 56 82 56 60 60 52 52 447 59 116 53 70 145 69 72 99 154 149 199 61
leaf_count=58 72 73 66 56 82 56 60 60 52 52 447 59 116 53 70 145 69 72 99 154 149 199 61
internal_value=0 0.00485149 0.00755773 0.00155848 0.00264621 0.000213961 0.000659595 0.00018342 0.00836203 0.0019895 0.000688106 -0.00177637 0.000205577 0.00170731 0.00225073 0.00241076 0.00432058 0.00279003 0.0017581 0.00128337 -0.000215697 0.00260899 0.000790995
internal_weight=0 197 139 2183 1206 977 921 865 124 1082 805 235 176 570 517 1000 254 185 746 647 303 344 113
internal_count=2380 197 139 2183 1206 977 921 865 124 1082 805 235 176 570 517 1000 254 185 746 647 303 344 113
is_linear=0
shrinkage=0.16829


Tree=8374
num_leaves=27
num_cat=0
split_feature=3 15 48 2 2 12 13 12 3 0 15 0 12 41 157 3 0 50 15 15 475 157 2 15 15 15
split_gain=4.01802 1.16231 0.839567 0.709145 0.350097 0.4099 0.342033 0.31755 0.271616 0.194856 0.148018 0.147812 0.138554 0.168281 0.14335 0.096465 0.0929859 0.0762396 0.0782165 0.0767931 0.071978 0.108149 0.0864822 0.0693793 0.0670217 0.035952
threshold=-0.052614999999999995 -0.37478999999999996 0.092265000000000014 0.11366500000000002 0.106285 -0.010219999999999998 -0.0042049999999999995 0.10799000000000002 -0.10175499999999998 -0.12608499999999997 -1.0000000180025095e-35 -0.084949999999999984 0.090465000000000004 0.075585000000000013 -0.0095499999999999977 0.077930000000000013 -0.077084999999999987 0.089465000000000017 -0.032264999999999995 0.091305000000000011 -0.081774999999999973 -0.079594999999999985 0.090485000000000024 -0.013349999999999999 -0.071614999999999984 0.090645000000000017
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=3 15 4 7 5 11 -4 12 -5 -6 -7 -3 13 20 -14 -2 -9 18 24 -20 23 -22 -23 -1 -16 -19
right_child=1 2 6 8 9 10 -8 16 -10 -11 -12 -13 14 -15 17 -17 -18 25 19 -21 21 22 -24 -25 -26 -27
leaf_value=0.0011467973053004405 0.00043350643100050705 0.00098471780351866217 0.00050456257907864014 0.00070602195668974731 0.00065947233703390223 0.0010229366811977162 0.00083253440116189809 0.0010454327134319624 0.00099677866152917175 0.00092634298325465969 0.0012346087495241963 0.00073128404970349632 0.00094361956393173847 0.0013393138503988271 0.0010885019932281993 0.00061801706247198874 0.00084717990489193752 0.0012622956001412393 0.0011896396774936377 0.0010716575099368926 0.0013018742491215244 0.0011660064921022216 0.0010514057097512422 0.00098229562097028734 0.00092645483994207233 0.0011283138328238122
leaf_weight=68 71 52 79 58 57 75 63 57 93 66 76 52 64 57 72 58 53 53 119 147 60 578 90 56 53 53
leaf_count=68 71 52 79 58 57 75 63 57 93 66 76 52 64 57 72 58 53 53 119 147 60 578 90 56 53 53
internal_value=0 0.000797785 0.000867438 0.00110248 0.000948908 0.00101917 0.000650319 0.00112321 0.000885331 0.000802958 0.00112971 0.00085834 0.00113613 0.00116193 0.00109426 0.000516738 0.000950231 0.00111359 0.00109126 0.00112457 0.00115003 0.00116313 0.00115062 0.00107279 0.00102008 0.00119564
internal_weight=0 649 520 1731 378 255 142 1580 151 123 151 104 1470 909 561 129 110 497 391 266 852 728 668 124 125 106
internal_count=2380 649 520 1731 378 255 142 1580 151 123 151 104 1470 909 561 129 110 497 391 266 852 728 668 124 125 106
is_linear=0
shrinkage=0.0032998


Tree=8375
num_leaves=27
num_cat=0
split_feature=1 2 3 2 15 1 16 13 2 12 1 14 3 1455 49 50 15 16 1 16 15 3 15 42 13 49
split_gain=4.77276 1.36371 0.733027 0.577339 0.280926 0.277248 0.243013 0.236012 0.22261 0.212194 0.193609 0.101297 0.0962535 0.0895604 0.0951505 0.0849653 0.0791149 0.145012 0.0699991 0.103945 0.084715 0.0698006 0.0648729 0.0608865 0.0583748 0.0351009
threshold=0.10293500000000001 0.16730000000000003 -0.036004999999999988 0.092155000000000015 -0.088709999999999983 0.088595000000000021 0.022165000000000004 0.091035000000000019 -1.0000000180025095e-35 0.087215000000000015 0.090670000000000014 0.062655000000000016 0.09037000000000002 0.083760000000000015 -0.020999999999999994 0.090295000000000014 -0.074959999999999985 -1.0000000180025095e-35 0.079415000000000013 -0.07959999999999999 0.084745000000000015 -0.072739999999999985 0.11162500000000002 0.090625000000000025 -0.074219999999999994 0.096265000000000003
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=3 2 4 10 -2 7 8 9 -4 -5 11 13 -10 14 -1 21 25 22 19 -16 -20 -12 -18 -6 -19 -11
right_child=1 -3 6 5 23 -7 -8 -9 12 16 15 -13 -14 -15 18 -17 17 24 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00071945505043766677 0.00044667899208686052 -9.5750667629902422e-05 0.00012378635250306704 0.00090069204859552314 0.00077620533141133043 0.00049813890656839064 0.0005271895635770525 0.00052415487340448685 0.00024726153249396968 0.00072099782017961609 0.00057021516722140686 0.00096863328996682539 0.00042472573061721645 0.00068584311384032736 0.0008587224762695903 0.00079792989194638379 0.00079257249668141514 0.00066834028658067425 0.0009773574822383624 0.00077243136133601153 0.00082559212047336576 0.00073634767140262982 0.00064380511478378871 0.00062556790009128845 0.00051580522197928514 0.0008453061518975065
leaf_weight=91 70 53 59 72 70 81 66 68 52 62 61 52 99 58 343 72 97 52 80 299 92 56 53 57 66 52
leaf_count=91 70 53 59 72 70 81 66 68 52 62 61 52 99 58 343 72 97 52 80 299 92 56 53 57 66 52
internal_value=0 0.000405635 0.00046189 0.000762956 0.000615887 0.000679236 0.000351844 0.00070727 0.000296568 0.000734619 0.000804856 0.000823125 0.000363846 0.000815231 0.000823484 0.000706561 0.000703225 0.000671283 0.000835071 0.000818589 0.000896386 0.000650033 0.000740243 0.000708874 0.000583323 0.000778009
internal_weight=0 526 473 1807 197 603 276 522 210 454 1204 1015 151 963 905 189 382 268 814 642 172 117 150 127 118 114
internal_count=2333 526 473 1807 197 603 276 522 210 454 1204 1015 151 963 905 189 382 268 814 642 172 117 150 127 118 114
is_linear=0
shrinkage=0.0032998


Tree=8376
num_leaves=19
num_cat=0
split_feature=4 2 2 4 3 124 2 0 3 3 16 1446 4 4 3 13 51 15
split_gain=4.617 1.24613 0.491969 0.47252 0.423044 0.347986 0.251536 0.198388 0.192172 0.161123 0.153369 0.127805 0.101366 0.319238 0.0887911 0.0799493 0.0567604 0.0454771
threshold=0.30163500000000004 0.14234000000000005 0.12708000000000003 -0.072054999999999994 0.10323000000000002 -0.0076699999999999989 0.087610000000000007 -0.10803999999999998 -0.091869999999999993 -0.064294999999999977 -0.49181999999999998 0.086195000000000008 -0.47860499999999995 -0.099704999999999974 -0.082224999999999979 -0.0021749999999999994 -0.04652499999999999 0.085610000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 7 5 -5 9 -1 -8 14 -2 12 16 -14 -7 -10 -9 -15
right_child=2 -3 -4 4 -6 6 8 11 15 -11 -12 -13 13 17 -16 -17 -18 -19
leaf_value=0.0010258175591304206 0.00047893183951483573 0.00032822872120088408 6.8358449677338428e-05 0.00054700537906910796 0.00045116171246622274 0.00084415427869289099 0.00055829857889642715 0.00084045830975406038 0.0007592378131960892 0.00097518609552940357 0.00026232107423896945 0.00065472510851817707 0.00061647474914873837 0.0008871860379991096 0.00073858208884749023 0.00065953451290181036 0.0009925771550137112 0.00081709611341308666
leaf_weight=53 80 73 88 95 59 184 78 59 398 63 66 53 83 161 183 121 59 377
leaf_count=53 80 73 88 95 59 184 78 59 398 63 66 53 83 161 183 121 59 377
internal_value=0 0.000752639 0.000263734 0.000767914 0.000725047 0.000739417 0.000757182 0.000827786 0.000712895 0.000818586 0.000381253 0.000814489 0.000825899 0.000808567 0.000791608 0.000736061 0.000916816 0.000838136
internal_weight=0 2099 234 2026 1181 1122 1027 845 597 430 146 792 739 621 367 519 118 538
internal_count=2333 2099 234 2026 1181 1122 1027 845 597 430 146 792 739 621 367 519 118 538
is_linear=0
shrinkage=0.0032998


Tree=8377
num_leaves=13
num_cat=0
split_feature=10 40 10 48 52 150 1213 1213 1443 42 42 52
split_gain=0.229633 0.149117 0.093972 0.0908236 0.201458 0.103239 0.0869129 0.0996385 0.0847852 0.0645093 0.0541751 0.0485877
threshold=-0.014199999999999999 0.051255000000000002 0.046740000000000011 0.093265000000000015 0.016565000000000003 0.10874500000000002 -0.12077499999999998 -0.42110499999999995 0.084655000000000022 0.11870500000000002 0.085630000000000012 -0.074099999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 10 6 7 -2 9 -8 11 -5
right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.0052289969666010939 0.0041595651485616886 -0.0048990100954397504 -0.0027765241177894894 0.0053014227232302492 -0.0069727546651190079 0.010341946160062012 0.0037508386966809046 0.014449086018345181 0.010903455429315036 0.0088215023634421064 0.0078190654092511035 -0.0018892938459448506
leaf_weight=79 56 52 53 54 62 90 1586 52 52 75 70 52
leaf_count=79 56 52 53 54 62 90 1586 52 52 75 70 52
internal_value=0 0.00399247 0.00420326 0.00437623 0.0012658 0.00476267 0.00448594 0.00913041 0.00419207 0.00398088 0.00417823 0.00175695
internal_weight=0 2254 2202 2149 238 1911 1821 108 1713 1661 176 106
internal_count=2333 2254 2202 2149 238 1911 1821 108 1713 1661 176 106
is_linear=0
shrinkage=0.16829


Tree=8378
num_leaves=24
num_cat=0
split_feature=1 52 0 1 14 3 52 15 3 157 15 0 16 15 15 43 43 3 15 3 457 43 15
split_gain=7.87901 1.6032 0.923897 0.777645 0.668507 0.706754 0.562894 0.522612 0.35879 0.260239 0.262124 0.20016 0.197882 0.146962 0.103426 0.22639 0.0868274 0.082082 0.0781648 0.114646 0.0771413 0.0680536 0.0302193
threshold=0.10293500000000001 -0.41304999999999997 -0.069974999999999996 0.13554500000000003 0.062655000000000016 0.086245000000000016 0.12492500000000002 -0.41606999999999994 -0.029309999999999996 -0.0048549999999999991 -0.021954999999999999 -0.10566999999999999 0.037060000000000003 0.091475000000000015 -0.043644999999999996 -0.012149999999999999 -0.049364999999999992 -0.076254999999999989 0.11162500000000002 -0.082304999999999975 0.084485000000000018 -0.039409999999999994 -0.050699999999999995
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 -2 4 6 5 11 8 -5 -3 -4 -11 16 13 20 15 -10 -1 22 19 -12 -13 -15 -14
right_child=1 3 9 7 -6 -7 -8 -9 14 10 18 12 17 21 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00087263630706954252 0.0010980829753525858 0.00072619032348381605 0.0010944149900712712 0.00053768261384028594 0.0014304724593344064 0.00072277461054268675 0.00092923193138008935 0.00010833342619269742 0.00038056693618572734 0.00071318458894805174 0.00088892449742818277 0.001144272579079667 0.0011246519430994965 0.00094923844173724176 0.00035168320467765231 0.0006585721437980303 0.0010554583275367093 0.00089585121834200932 0.00083571937855137738 0.0011034400824170665 0.0012766905045387142 0.0010942074841850601 0.0010000119796014847
leaf_weight=53 65 99 69 61 67 55 56 63 61 86 61 849 52 59 52 69 71 52 58 54 56 113 52
leaf_count=53 65 99 69 61 67 55 56 63 61 86 61 849 52 59 52 69 71 52 58 54 56 113 52
internal_value=0 0.000612394 0.00107147 0.000543836 0.00110672 0.00109133 0.000626155 0.00031983 0.00056563 0.000912413 0.000863789 0.00110624 0.00111915 0.00113532 0.000478099 0.000528395 0.000977601 0.00100729 0.000938453 0.00098996 0.00115251 0.00104468 0.00106267
internal_weight=0 526 1807 461 1479 1412 337 124 281 328 259 1357 1233 1077 182 130 124 156 173 115 905 172 104
internal_count=2333 526 1807 461 1479 1412 337 124 281 328 259 1357 1233 1077 182 130 124 156 173 115 905 172 104
is_linear=0
shrinkage=0.0032998


Tree=8379
num_leaves=12
num_cat=0
split_feature=2 10 2 0 157 0 376 1453 129 2 13
split_gain=0.259945 0.0981568 0.082399 0.0919828 0.115142 0.208365 0.091234 0.075967 0.0580956 0.0580934 0.050499
threshold=0.17576500000000003 0.058500000000000003 -0.017044999999999998 -0.029554999999999994 -0.0091799999999999989 0.053930000000000006 0.084025000000000016 -0.051044999999999993 1.0000000180025095e-35 0.085145000000000012 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 -4 9 -9 -10
right_child=-2 -3 3 4 5 -7 -8 8 10 -11 -12
leaf_value=0.0097179544911902629 -0.0077231767675611006 -0.0028598585873411018 -0.00016055523374963916 0.0070314422136773533 -0.010030264288688584 0.0030295861898254079 -0.0022524500482959059 0.0065266120747207047 0.0049243964568639218 0.0044139721212149464 -0.00090397165042596487
leaf_weight=76 54 56 89 58 55 93 56 578 80 1050 88
leaf_count=76 54 56 89 58 55 93 56 578 80 1050 88
internal_value=0 0.00407957 0.0042552 0.00406099 0.000669469 -0.0018116 0.00442001 0.00461919 0.00485704 0.00516514 0.00186075
internal_weight=0 2279 2223 2147 206 148 1941 1885 1796 1628 168
internal_count=2333 2279 2223 2147 206 148 1941 1885 1796 1628 168
is_linear=0
shrinkage=0.16829


Tree=8380
num_leaves=24
num_cat=0
split_feature=1 3 39 2 2 47 3 51 1 2 2 2 1 49 1 160 3 481 3 41 484 42 3
split_gain=10.3357 1.17286 0.885087 0.760808 0.460024 0.32037 0.267482 0.192446 0.169488 0.148302 0.329947 0.14548 0.237942 0.130731 0.0794249 0.137843 0.0809606 0.0781683 0.0674673 0.0652775 0.0535557 0.0296697 0.0235831
threshold=0.104035 -0.052614999999999995 0.081875000000000017 0.10836000000000003 0.11500500000000001 0.094160000000000008 -0.14443999999999999 0.088440000000000005 0.11551000000000002 -1.0000000180025095e-35 0.12051500000000002 0.088885000000000006 0.086665000000000006 0.10852500000000001 0.080270000000000022 0.061600000000000009 -0.087654999999999983 -1.0000000180025095e-35 -0.080634999999999984 1.0000000180025095e-35 0.083895000000000011 0.088775000000000007 -0.078129999999999991
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 4 3 6 8 7 19 9 -2 -3 -11 14 17 21 15 18 -16 -13 -8 -1 -19 -5 -18
right_child=1 5 -4 13 -6 -7 11 -9 -10 10 -12 12 -14 -15 16 -17 22 20 -20 -21 -22 -23 -24
leaf_value=0.00100110226206334 0.00079385516788893669 -2.6755646976404204e-06 0.00057644770329561142 0.00069873012418758171 0.00033222117842372203 0.0004429447141599545 0.00092711859845563173 0.00036120135266250235 0.00054755407994111342 0.00037586573352175556 7.1550432321163397e-05 0.001012595877491793 0.0006497607355623841 0.00055831809144545053 0.00077097489358293465 0.0011214151752890172 0.00094623092571298917 0.00085770498563892609 0.0010459097317198946 0.0011655395552737026 0.00097649304305679602 0.00081217617364013803 0.0008814524245662576
leaf_weight=66 69 54 99 60 61 70 448 58 57 66 95 52 52 57 53 54 161 376 65 52 52 57 146
leaf_count=66 69 54 99 60 61 70 448 58 57 66 95 52 52 57 53 54 161 376 65 52 52 57 146
internal_value=0 0.000358196 0.000880986 0.000898184 0.00056857 0.0002434 0.000921098 0.000192106 0.000682713 0.000146325 0.00019652 0.000908719 0.000864329 0.000690301 0.000934156 0.000959365 0.000894354 0.0008875 0.000942239 0.00107386 0.000872219 0.0007543 0.000915539
internal_weight=0 530 1850 1751 187 343 1577 273 126 215 161 1459 532 174 927 567 360 480 513 118 428 117 307
internal_count=2380 530 1850 1751 187 343 1577 273 126 215 161 1459 532 174 927 567 360 480 513 118 428 117 307
is_linear=0
shrinkage=0.0032998


Tree=8381
num_leaves=25
num_cat=0
split_feature=4 3 150 13 14 16 48 15 4 4 15 52 3 16 1452 16 15 4 52 15 4 15 52 15
split_gain=4.01112 1.51655 0.583189 0.280425 0.195989 0.226074 0.194536 0.179209 0.396735 0.163704 0.166385 0.219085 0.17114 0.119854 0.096744 0.107528 0.0763065 0.0702679 0.0676035 0.0660599 0.0649806 0.0540838 0.0674396 0.00794177
threshold=0.30163500000000004 -0.064294999999999977 0.094365000000000018 -0.00067499999999999993 -0.10708499999999999 -0.49181999999999998 0.08955500000000001 -0.095539999999999986 -0.049024999999999992 -0.085474999999999982 0.03981500000000001 -0.11756999999999999 -0.11197999999999998 -0.090639999999999984 0.083330000000000015 0.0055300000000000011 -0.075694999999999985 0.41816000000000003 -0.079324999999999993 -0.12431499999999999 -0.037969999999999997 -0.092059999999999989 -0.025904999999999994 0.085915000000000019
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 9 3 6 -2 17 13 -5 -9 10 11 -1 -12 -3 15 19 -17 -6 -15 -11 -18 -21 -23 -14
right_child=4 2 -4 7 5 -7 -8 8 -10 14 12 -13 23 18 -16 16 20 -19 -20 21 -22 22 -24 -25
leaf_value=0.00091777304616036826 0.00047776702119940864 0.0007586592667806945 0.00030591402272362323 0.00090593011212556935 0.00026794916664585284 0.00011095912442865848 0.00042033814732476076 0.00083329900470417891 0.00050515698657549067 0.00089960190316700753 0.0010996051479358806 0.00062976863136813676 0.00090402222682854519 0.00048946627233957692 0.00091132268931448256 0.00083247080531867847 0.00076511278299690882 0.00042792038504370881 0.00065553351759098215 0.00071588360538506841 0.00063362016035095647 0.00088979721902420535 0.00079351959565183603 0.00083783894096455002
leaf_weight=62 69 55 62 52 58 64 69 87 76 79 55 56 91 60 79 57 76 66 53 90 103 97 710 54
leaf_count=62 69 55 62 52 58 64 69 87 76 79 55 56 91 60 79 57 76 66 53 90 103 97 710 54
internal_value=0 0.000763415 0.000607104 0.00064834 0.00032668 0.000271041 0.000569395 0.000735199 0.000680516 0.000813327 0.000881439 0.000781392 0.00094029 0.000630405 0.000796523 0.000789011 0.000724291 0.000353379 0.000567668 0.000804624 0.000689646 0.00079622 0.000805136 0.000879618
internal_weight=0 2123 514 452 257 188 237 215 163 1609 318 118 200 168 1291 1212 236 124 113 976 179 897 807 145
internal_count=2380 2123 514 452 257 188 237 215 163 1609 318 118 200 168 1291 1212 236 124 113 976 179 897 807 145
is_linear=0
shrinkage=0.0032998


Tree=8382
num_leaves=16
num_cat=0
split_feature=14 9 133 159 48 16 48 4 13 151 133 3 4 160 16
split_gain=0.118976 0.121152 0.0675973 0.0855161 0.0788942 0.0586341 0.0799718 0.182847 0.0915053 0.13 0.0479692 0.0513303 0.0545509 0.0557471 0.0545368
threshold=-0.23960999999999996 0.087755000000000014 0.085720000000000018 -0.41538999999999998 0.090545000000000014 0.52822500000000006 -1.0000000180025095e-35 -0.0025749999999999996 -0.16152999999999998 -0.044604999999999992 0.087005000000000013 -0.015069999999999998 -0.073714999999999989 -0.063919999999999991 -0.080509999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 6 7 -5 -8 -10 -4 12 14 -14 -12
right_child=1 -3 4 5 -6 -7 8 -9 9 -11 11 -13 13 -15 -16
leaf_value=0.010422150366943316 0.010045757125202738 -0.0036232734979114176 0.011343973370841566 0.00592500462810522 0.00088232672718495896 0.0083537985494155191 -0.0014935202157708915 -0.0081154906386464807 0.0090696189990688673 0.003446166226696534 0.012048210308331643 0.010727428086043394 0.0067593481452954468 0.0020957171762732876 0.0058187162812140016
leaf_weight=92 60 54 53 52 82 69 90 53 131 1085 57 59 124 179 140
leaf_count=92 60 54 53 52 82 69 90 53 131 1085 57 59 124 179 140
internal_value=0 0.00423506 0.00442581 0.00380099 0.00580971 0.00354661 0.00331026 -0.00114499 0.00366983 0.00405346 0.00646698 0.00600137 0.0054401 0.0040102 0.00763028
internal_weight=0 2288 2234 1540 694 1480 1411 105 1306 1216 612 559 500 303 197
internal_count=2380 2288 2234 1540 694 1480 1411 105 1306 1216 612 559 500 303 197
is_linear=0
shrinkage=0.16829


Tree=8383
num_leaves=9
num_cat=0
split_feature=150 402 15 128 15 130 43 43
split_gain=0.0958802 0.0572482 0.0540707 0.0490815 0.054688 0.0536764 0.0798637 0.0575441
threshold=0.116995 0.13597000000000001 -0.50083499999999992 0.10828500000000001 0.13673000000000005 -0.09163499999999998 -0.17922499999999997 -0.14726499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=-0.00089497937455509816 -0.0019894300118336039 0.0094122949291229312 0.009154196554220043 0.0089721093968804771 -0.0015573763086376032 -0.00094704413024909804 0.0095279725794710415 0.0038797776648867763
leaf_weight=67 80 53 55 54 52 95 53 1871
leaf_count=67 80 53 55 54 52 95 53 1871
internal_value=0 0.0039225 0.00379221 0.00393709 0.00380836 0.00394376 0.00380093 0.0040363
internal_weight=0 2300 2247 2180 2126 2074 2019 1924
internal_count=2380 2300 2247 2180 2126 2074 2019 1924
is_linear=0
shrinkage=0.16829


Tree=8384
num_leaves=26
num_cat=0
split_feature=1 1 0 0 14 47 3 13 16 4 0 1 4 4 0 158 4 13 0 1 52 3 13 16 131
split_gain=5.30551 0.90387 0.718657 0.381367 0.381143 0.337604 0.304849 0.128885 0.148995 0.124992 0.108246 0.0957219 0.0924211 0.0916097 0.0672447 0.0607075 0.120763 0.0578296 0.0566339 0.0558391 0.0560051 0.0464938 0.035067 0.0332433 0.024812
threshold=0.11663000000000003 0.089475000000000013 -0.13010499999999997 -0.14910999999999999 0.076975000000000002 0.085505000000000012 -0.017449999999999997 -0.33260499999999998 -0.38959499999999997 0.0082450000000000006 -0.08075499999999998 0.10080500000000002 0.26665000000000005 -0.47860499999999995 -0.061204999999999989 0.085620000000000016 0.032965000000000001 -0.042924999999999998 -0.10803999999999998 0.085265000000000021 0.087035000000000015 -0.070889999999999995 0.00084500000000000016 -0.052894999999999991 0.088610000000000008
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=1 4 3 12 10 7 9 -2 -9 11 15 17 -3 -12 22 16 19 24 -18 20 -1 -16 23 -15 -4
right_child=5 2 6 -5 -6 -7 -8 8 -10 -11 13 -13 -14 14 21 -17 18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00094942628235294198 0.00018797665041358783 0.00077036837407403358 0.00092718986497901553 0.00032673549107006182 0.0011633906861607465 0.00056136073514657741 0.00063220441794369781 0.00027197909081488268 0.00047523136105034241 0.00072784881027340871 0.00096518866518729746 0.00097850827811930808 0.00057002536687733119 0.00092353070336769188 0.00082281793469129929 0.00099442358726916399 0.00087813037504743373 0.00075673876196696908 0.00072273500871398706 0.00083174023373091849 0.00088188784029173521 0.00068490609684227247 0.00079186969248480306 0.00083648670259312105 0.00082367827408644353
leaf_weight=415 60 52 77 54 57 89 83 84 76 69 64 91 53 104 62 87 52 61 60 87 230 56 84 121 52
leaf_count=415 60 52 77 54 57 89 83 84 76 69 64 91 53 104 62 87 52 61 60 87 230 56 84 121 52
internal_value=0 0.000853096 0.000743785 0.000553363 0.000896826 0.00038935 0.000813628 0.000319604 0.000368744 0.000856551 0.000886116 0.000888028 0.000669578 0.000845411 0.000827376 0.000907546 0.000898549 0.000844507 0.000795197 0.000914314 0.000925397 0.000757667 0.000853882 0.000876877 0.000885737
internal_weight=0 2071 592 159 1479 309 433 220 160 350 1422 281 105 491 427 931 844 190 112 732 645 118 309 225 129
internal_count=2380 2071 592 159 1479 309 433 220 160 350 1422 281 105 491 427 931 844 190 112 732 645 118 309 225 129
is_linear=0
shrinkage=0.0032998


Tree=8385
num_leaves=14
num_cat=0
split_feature=4 40 13 124 12 14 0 0 14 0 13 4 0
split_gain=7.53553 1.90199 1.08115 0.392262 0.358177 0.372597 0.456974 0.274878 0.360343 0.192935 0.189641 0.358401 0.277435
threshold=0.30163500000000004 -0.026419999999999996 -0.28558999999999996 -0.080389999999999989 0.11589000000000001 0.019675000000000002 -0.14032999999999998 -0.17785499999999996 -0.42214499999999994 -0.089179999999999995 0.010320000000000001 -0.17689999999999997 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -4 -2 -9 -10 11 -8 -12
right_child=7 2 4 -5 -6 -7 10 8 9 -11 12 -13 -14
leaf_value=0.00054654618503162888 0.00067679810284534015 0.0006665458694896651 0.00090236903995465783 0.00087992957617244981 0.00089287236531992227 0.0013806884224905188 0.0013682732208637929 0.00062396848364791732 0.00046430805126823019 0.00020996696964130688 0.0011976566803153913 0.0011370368046875964 0.00096257490912991773
leaf_weight=71 61 59 99 86 73 64 79 65 59 74 88 1308 154
leaf_count=71 61 59 99 86 73 64 79 65 59 74 88 1308 154
internal_value=0 0.00107927 0.00110781 0.000729388 0.00112175 0.00113105 0.00112178 0.000482162 0.000422021 0.00032306 0.0011351 0.00115023 0.0010482
internal_weight=0 2081 1924 157 1865 1792 1728 259 198 133 1629 1387 242
internal_count=2340 2081 1924 157 1865 1792 1728 259 198 133 1629 1387 242
is_linear=0
shrinkage=0.0032998


Tree=8386
num_leaves=18
num_cat=0
split_feature=4 3 39 1 15 0 4 43 15 2 4 4 1 0 3 4 49
split_gain=5.47922 1.16171 0.699262 0.485125 0.308757 0.294407 0.254561 0.223773 0.176126 0.176121 0.173774 0.136713 0.215318 0.211904 0.178907 0.0665849 0.0365452
threshold=0.30163500000000004 0.20828500000000003 0.081875000000000017 0.13130500000000003 -0.15614499999999998 -0.087404999999999997 0.043850000000000007 -0.073404999999999984 -0.46319999999999995 0.10000000000000002 0.065590000000000009 -0.082634999999999986 0.10322500000000003 -0.090889999999999985 -0.12595999999999999 -0.080874999999999989 0.090785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 -5 11 9 -2 -4 -8 13 15 -6 -15 -13 -12
right_child=3 -3 7 5 6 -7 10 -9 -10 -11 16 12 -14 14 -16 -17 -18
leaf_value=0.00093365945562252613 0.00044112845910722294 0.0002145257343212163 0.00051560393836760812 0.00018460818995222282 0.00094992504293417294 -0.00014966269185149347 0.00048172410237768548 0.0006461125764331316 0.00019912365259545266 0.00024213425124361833 0.0007029111462855623 0.00061834284737243039 0.00048777803468288852 0.00060308967050587393 0.00076405094076659988 0.00070657781278387493 0.00058830389749178877
leaf_weight=60 52 60 52 52 54 64 97 52 91 52 97 112 58 99 350 886 52
leaf_count=60 52 60 52 52 54 64 97 52 91 52 97 112 58 99 350 886 52
internal_value=0 0.000667873 0.000681315 0.000158747 0.000699105 0 0.000691289 0.000468402 0.000287372 0.000379208 0.000591756 0.000706972 0.000685269 0.000752465 0.000728639 0.000696711 0.00066315
internal_weight=0 2081 2021 259 1865 116 1805 156 143 104 246 1559 1056 503 449 998 149
internal_count=2340 2081 2021 259 1865 116 1805 156 143 104 246 1559 1056 503 449 998 149
is_linear=0
shrinkage=0.0032998


Tree=8387
num_leaves=18
num_cat=0
split_feature=4 1 48 48 160 2 1 475 3 15 1 1 4 15 51 1 403
split_gain=0.437073 0.144876 0.101467 0.120677 0.164888 0.0974074 0.0856596 0.17628 0.12783 0.119892 0.0822677 0.0793075 0.0733975 0.0623959 0.0610055 0.0591725 0.058716
threshold=0.27287000000000006 0.13130500000000003 0.11077000000000002 0.093265000000000015 -0.54321999999999993 0.11252000000000002 0.080270000000000022 -0.052309999999999988 -0.036004999999999988 -0.0096849999999999974 0.078015000000000015 0.10548500000000001 0.055260000000000011 -0.42759999999999992 -0.08569499999999998 0.11570500000000002 -0.087694999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 -2 8 9 12 -8 -5 16 14 -3 -6 -13 -9
right_child=1 13 -4 10 6 -7 7 11 -10 -11 -12 15 -14 -15 -16 -17 -18
leaf_value=0.013816067193332497 0.006365365985545028 -0.0030233965986063817 0.010320261646530082 0.0033250931896812459 0.0096166449278870664 -0.002344231851960271 0.0032524182804869279 0.0080226122826897849 0.011692079801667412 -0.0073891643258172934 -0.0051074130950411389 0.011600077562971382 0.00075413114968190902 -0.010856666205223761 0.0050640751648997973 0.004654227204346527 0.0024279975234466505
leaf_weight=58 60 61 93 77 94 92 54 63 90 67 57 66 102 56 819 76 355
leaf_count=58 60 61 93 77 94 92 54 63 90 67 57 66 102 56 819 76 355
internal_value=0 -0.00233437 0.00487209 0.00461502 0.00496942 0.00108195 0.00468112 0.00319036 0.00559823 -0.00262518 -0.000248461 0.00445014 0.00505612 -0.00678801 0.00553476 0.00789523 0.0032755
internal_weight=0 269 2071 1978 1844 152 1786 681 1105 121 134 560 1015 117 913 142 418
internal_count=2340 269 2071 1978 1844 152 1786 681 1105 121 134 560 1015 117 913 142 418
is_linear=0
shrinkage=0.16829


Tree=8388
num_leaves=21
num_cat=0
split_feature=1 2 15 2 14 1 12 2 2 130 52 52 1 12 150 12 42 1 12 15
split_gain=7.17193 0.787816 0.715671 0.773716 0.368916 0.340517 0.293487 0.236019 0.179889 0.139461 0.104131 0.215985 0.0968858 0.16702 0.0738037 0.0962621 0.067411 0.0564776 0.0381471 0.0380692
threshold=0.10915500000000002 0.098365000000000022 -0.083029999999999979 0.11941000000000002 0.062655000000000016 0.13075500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11626500000000002 -0.016449999999999996 -0.45478499999999994 0.026115000000000003 0.088785000000000017 0.089125000000000024 0.088985000000000009 0.087675000000000017 -1.0000000180025095e-35 0.13976500000000003 0.095175000000000023 -0.22805999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 7 19 -3 -1 10 -9 -8 -12 14 -14 15 -11 -15 -7 -13 -2
right_child=2 6 3 -5 -6 17 8 9 -10 12 11 18 13 16 -16 -17 -18 -19 -20 -21
leaf_value=0.00074439781110569741 0.00051054768709349059 0.0006130977414015923 0.00079570502328994426 0.00033386049377754756 0.0012240011413570538 0.00012769882251859686 0.00099546228997360927 0.0010860306370306121 0.00071909238914025556 0.0010060894390350114 0.00072690150348066532 0.0010173919343841186 0.00076035250843588622 0.00084271482187486086 0.00085568167901618861 0.0009369785058011683 0.00098907552013545756 0.00027299247202476726 0.00088184483226071912 0.00039092125685257027
leaf_weight=58 69 74 102 65 58 52 74 96 97 526 91 52 75 52 65 421 133 70 53 57
leaf_count=58 69 74 102 65 58 52 74 96 97 526 91 52 75 52 65 421 133 70 53 57
internal_value=0 0.000927366 0.000448914 0.000616156 0.000963877 0.000336152 0.000804426 0.000953272 0.000842908 0.000962102 0.00088726 0.000846228 0.000952721 0.000894097 0.000967748 0.000975403 0.000948127 0.000211353 0.000949308 0.000456711
internal_weight=0 1925 415 167 1484 248 441 1426 367 1368 270 196 1272 260 1012 947 185 122 105 126
internal_count=2340 1925 415 167 1484 248 441 1426 367 1368 270 196 1272 260 1012 947 185 122 105 126
is_linear=0
shrinkage=0.0032998


Tree=8389
num_leaves=17
num_cat=0
split_feature=1 12 1211 16 14 2 16 14 1204 49 12 13 2 151 1447 2
split_gain=0.29553 0.188768 0.0940954 0.105638 0.0801334 0.113301 0.0878767 0.0778579 0.0643447 0.0633646 0.0991418 0.0897667 0.0880283 0.0634094 0.0632699 0.00645851
threshold=0.11570500000000002 0.10653000000000001 0.078255000000000005 -0.07959999999999999 -0.24494999999999997 0.13194500000000003 0.0086100000000000013 0.062655000000000016 -0.082884999999999986 -0.07107999999999999 -0.085719999999999977 -0.087394999999999987 0.084715000000000013 -0.082829999999999973 -0.075484999999999983 0.091595000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -4 -2 6 -6 8 -1 13 -11 12 -12 -10 -13 -15
right_child=1 -3 3 -5 5 -7 -8 -9 9 10 11 14 -14 15 -16 -17
leaf_value=0.0098639987873511414 -0.0047126811420179892 -0.009920321371528075 0.0045985521272998015 -0.0051452167253439171 -0.0047187318555666552 0.0069972208127934378 0.0044090726536645305 0.010580812016130398 0.0033160076397575466 -0.0021075465137260674 0.0060417915252551054 0.0017286121057796598 -0.00067079124542001624 0.0088433814767558301 0.0055633908739595199 0.011751905984370651
leaf_weight=70 54 53 72 56 70 92 52 70 58 65 84 138 161 52 1141 52
leaf_count=70 54 53 72 56 70 92 52 70 58 65 84 138 161 52 1141 52
internal_value=0 -0.000740053 0.00475248 0.000321617 0.00106874 0.002536 -0.000813466 0.00505146 0.00483792 0.00463596 0.0043102 0.0045851 0.00162333 0.00782023 0.00515104 0.0103149
internal_weight=0 321 2019 128 268 214 122 1891 1821 1751 1589 1524 245 162 1279 104
internal_count=2340 321 2019 128 268 214 122 1891 1821 1751 1589 1524 245 162 1279 104
is_linear=0
shrinkage=0.16829


Tree=8390
num_leaves=18
num_cat=0
split_feature=1 12 12 124 14 484 49 1 1456 43 124 12 42 158 15 15 13
split_gain=8.69068 0.886412 0.929018 0.606617 0.253527 0.167545 0.193679 0.327038 0.139093 0.137023 0.182077 0.10086 0.0938517 0.0903214 0.0612314 0.108266 0.0110538
threshold=0.10574000000000001 0.085090000000000013 0.10597500000000001 -0.043384999999999993 0.062655000000000016 -0.084954999999999989 -0.020999999999999994 0.085720000000000005 -0.082809999999999981 -0.024279999999999996 -0.081324999999999981 0.11721500000000001 0.084030000000000007 1.0000000180025095e-35 -0.069404999999999981 -0.37478999999999996 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 -3 -1 5 12 7 -7 -8 10 -2 13 -5 -10 15 -11 -14
right_child=1 2 -4 4 -6 6 8 -9 11 14 -12 -13 16 -15 -16 -17 -18
leaf_value=0.00088879139126846402 0.00058941363554871045 0.0010751027092048948 0.00058966596645441353 0.0013420286706587244 0.0013730935247829106 0.0011595093219245133 0.0012760212519055203 0.00085799009454446448 0.0011447534575017672 0.00054382130572368259 0.00034134178613668325 0.0010008674497430801 0.0012260718436227776 0.0012724988064876845 0.00050808337984812669 0.00073964635033743522 0.0011399201443839972
leaf_weight=95 65 90 83 76 61 95 101 69 1197 61 66 54 57 69 52 67 53
leaf_count=95 65 90 83 76 61 95 101 69 1197 61 66 54 57 69 52 67 53
internal_value=0 0.000652692 0.000842409 0.00114748 0.00116088 0.00115355 0.00114229 0.00103287 0.00115489 0.000547045 0.0004647 0.0011456 0.00124928 0.00115174 0.000606779 0.000646599 0.00118488
internal_weight=0 484 173 1927 1832 1771 1585 164 1421 311 131 1320 186 1266 180 128 110
internal_count=2411 484 173 1927 1832 1771 1585 164 1421 311 131 1320 186 1266 180 128 110
is_linear=0
shrinkage=0.0032998


Tree=8391
num_leaves=13
num_cat=0
split_feature=3 13 151 132 131 47 41 123 40 484 12 2
split_gain=0.141379 0.142653 0.126113 0.0994969 0.12523 0.0944756 0.0789019 0.081086 0.166681 0.0771766 0.0498148 0.0460056
threshold=0.11745500000000002 -0.06401999999999998 -0.22321999999999997 0.089365000000000014 0.092620000000000022 0.11227500000000001 0.07831500000000001 0.084600000000000022 -0.012109999999999998 -0.084954999999999989 -0.036614999999999988 0.092635000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 5 -5 6 7 8 -4 -10 -2 -9
right_child=1 -3 3 4 -6 -7 -8 11 9 -11 -12 -13
leaf_value=0.012130326935599406 0.0068187054336255005 -0.0071502110491748682 -0.0043973584477188937 -0.004342120766795605 0.0048512172897132895 -0.0015581993568360968 0.0098379766270080566 0.012771206140415645 0.0079521128999105808 0.0042867203160013908 -0.00026191676530462371 0.0057916829243449108
leaf_weight=61 53 59 59 81 87 66 88 52 184 1504 59 58
leaf_count=61 53 59 59 81 87 66 88 52 184 1504 59 58
internal_value=0 -0.000444001 0.00456678 0.00435421 0.000408021 0.00468299 0.00489569 0.00466052 0.00437949 0.00468733 0.00307269 0.00910743
internal_weight=0 171 2240 2179 168 2011 1945 1857 1747 1688 112 110
internal_count=2411 171 2240 2179 168 2011 1945 1857 1747 1688 112 110
is_linear=0
shrinkage=0.16829


Tree=8392
num_leaves=16
num_cat=0
split_feature=4 2 123 2 4 133 49 13 14 16 14 2 1456 16 4
split_gain=3.67271 1.83064 0.803714 0.272102 0.337755 0.256726 0.242292 0.29319 0.226693 0.285452 0.18176 0.11089 0.0984407 0.079226 0.0771262
threshold=0.30163500000000004 0.11891500000000001 0.081180000000000016 0.10859000000000001 -0.38908499999999996 0.0024650000000000006 -0.020999999999999994 -0.023454999999999997 -0.10708499999999999 -0.49181999999999998 0.076175000000000007 0.11543000000000002 -0.22473499999999999 0.25032500000000008 -0.021399999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -3 7 -6 -2 11 12 -10 -8 -1 -5
right_child=8 5 -4 14 6 -7 10 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0010869000226214581 0.00050418676727698977 0.0003101376592979424 0.00050526422248657187 0.0007435486460632667 0.00079379972866366693 0.0005938485296976434 0.00095935684339076594 0.00050143435491987911 0.00047785704639597505 7.9885379326243659e-05 0.0010143480510611238 0.00027265281947749212 0.00080924252855888367 0.00091201859139421974 0.00058819014415140267
leaf_weight=54 65 94 100 80 103 56 52 60 54 56 53 64 1382 70 68
leaf_count=54 65 94 100 80 103 56 52 60 54 56 53 64 1382 70 68
internal_value=0 0.00076851 0.000794622 0.000809659 0.00082109 0.000416291 0.00080849 0.000686397 0.000337261 0.000274702 0.00082185 0.000366858 0.000814711 0.000988461 0.000672406
internal_weight=0 2172 2022 1922 1774 150 1650 163 239 174 1487 118 1434 124 148
internal_count=2411 2172 2022 1922 1774 150 1650 163 239 174 1487 118 1434 124 148
is_linear=0
shrinkage=0.0032998


Tree=8393
num_leaves=20
num_cat=0
split_feature=1 3 39 4 1 3 14 49 0 1 12 0 4 4 4 0 47 12 0
split_gain=10.5628 1.60939 1.26005 0.973517 0.604319 0.460862 0.512234 0.320634 0.297149 0.286059 0.233973 0.197322 0.192874 0.405137 0.148657 0.07905 0.0754505 0.19972 0.099035
threshold=0.10538500000000002 -0.049204999999999992 0.081875000000000017 0.24099500000000004 0.13662500000000002 0.10323000000000002 0.062655000000000016 -0.047749999999999994 -0.076539999999999983 0.091410000000000005 -1.0000000180025095e-35 -0.10023499999999998 -0.42305999999999994 -0.081289999999999987 0.25472500000000003 -0.065794999999999979 0.078875000000000015 0.087145000000000014 -0.10566999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 10 6 7 11 16 -4 14 -1 -10 -14 -3 -6 18 -18 -9
right_child=1 4 9 -5 15 -7 -8 8 12 -11 -12 -13 13 -15 -16 -17 17 -19 -20
leaf_value=0.00084971092647891057 0.0010597282107032626 0.00034676549097919796 0.00095796009898203752 0.00056498043146248117 0.00034458061181468007 0.00087444469730733345 0.0014727560392435502 0.0010662177496174082 0.0012352283844914505 0.00061504049952432205 0.00069076152738632333 0.0011093619772072029 0.00078875414454336807 0.0011098957421323008 0.00058237440545285519 0.00016334171679630317 0.0014420561923329861 0.0011819819760829928 0.0011998186960187349
leaf_weight=55 102 60 56 76 53 60 60 70 88 52 87 82 52 266 59 54 52 94 933
leaf_count=55 102 60 56 76 53 60 60 70 88 52 87 82 52 266 59 54 52 94 933
internal_value=0 0.000597938 0.00114046 0.000848686 0.000455228 0.00116114 0.00117094 0.00116022 0.00117384 0.000793177 0.000559868 0.00100538 0.0010961 0.00105749 0.000463876 0.000253443 0.00120128 0.00127485 0.00119053
internal_weight=0 491 1920 178 313 1812 1752 1692 1555 108 206 137 406 318 119 107 1149 146 1003
internal_count=2411 491 1920 178 313 1812 1752 1692 1555 108 206 137 406 318 119 107 1149 146 1003
is_linear=0
shrinkage=0.0032998


Tree=8394
num_leaves=18
num_cat=0
split_feature=1 1 16 52 0 12 11 43 16 49 0 47 1 0 52 12 1
split_gain=5.84929 1.29755 0.943022 0.948424 0.397421 0.357892 0.404979 0.201031 0.193813 0.19059 0.179227 0.163608 0.16192 0.279998 0.151784 0.134295 0.0227665
threshold=0.12394500000000001 0.098370000000000027 0.12292000000000002 0.12314000000000001 -0.080434999999999993 0.11628000000000001 1.0000000180025095e-35 -0.084964999999999985 -0.040484999999999993 0.10969000000000002 -0.14076499999999997 0.078875000000000015 0.080270000000000022 -0.07304999999999999 0.10024500000000001 0.086565000000000017 0.10662500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 -2 6 9 -3 -6 11 -9 12 14 -14 -1 -13 -4
right_child=4 2 16 -5 8 -7 -8 10 -10 -11 -12 15 13 -15 -16 -17 -18
leaf_value=0.00093963087775038746 0.00011882863926425429 0.00031360289157704815 0.00089652756594740899 0.0009362713244027897 0.00029228107535003803 0.00066682106260849744 0.0011317572106735675 0.00041658013066042871 0.0005491198600211289 0.00075212215661590539 0.0006359712012601207 0.0011353246471554055 0.00087830368157112461 0.0006384108779876502 0.00084373626961707301 0.00092241372790705209 0.0010037232500772063
leaf_weight=796 86 54 52 68 72 70 86 70 59 95 101 61 297 66 244 76 58
leaf_count=796 86 54 52 68 72 70 86 70 59 95 101 61 297 66 244 76 58
internal_value=0 0.000861874 0.000692323 0.000594199 0.000293696 0.000900005 0.000909469 0.000490661 0.000408225 0.000897756 0.000546368 0.000906717 0.000895877 0.000834784 0.000917166 0.00101747 0.000953369
internal_weight=0 2194 403 293 217 1791 1721 225 131 1635 171 1540 1403 363 1040 137 110
internal_count=2411 2194 403 293 217 1791 1721 225 131 1635 171 1540 1403 363 1040 137 110
is_linear=0
shrinkage=0.0032998


Tree=8395
num_leaves=24
num_cat=0
split_feature=4 52 47 1208 47 12 158 50 0 12 13 12 159 43 13 43 13 12 2 0 13 50 52
split_gain=0.195693 0.132102 0.0983264 0.111579 0.0975411 0.0946525 0.0874297 0.0949807 0.103296 0.0804849 0.0760301 0.153173 0.0738937 0.136258 0.0687383 0.0615297 0.0609865 0.0606794 0.0532573 0.0398325 0.0354312 0.0257174 0.0243424
threshold=0.36766000000000004 0.055990000000000005 0.081320000000000017 1.0000000180025095e-35 0.11043500000000002 0.089735000000000023 0.085030000000000008 1.0000000180025095e-35 -0.07581499999999998 1.0000000180025095e-35 0.034905000000000012 0.088785000000000017 0.065430000000000016 -0.081414999999999987 -0.0055049999999999986 0.0035900000000000007 -0.036584999999999993 -0.077034999999999978 0.085955000000000018 -0.07081999999999998 0.102565 0.10022000000000002 -0.00094999999999999989
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 3 6 5 18 7 10 14 17 12 -12 15 -14 21 -1 22 -2 -4 -6 -13 -9 -8
right_child=1 -3 4 -5 19 -7 16 8 -10 -11 11 20 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0061976168045853501 -0.0028267874336833669 0.0084441248218211848 0.011070420838072999 0.012815810345409243 0.0078910113713597328 0.0064778174705136457 0.003940021645797675 0.009653191911392205 0.013146452160262613 -0.0064903879137983289 -0.0054406883425073228 0.0020536005352430184 -0.0054767866833945319 0.0052938567336666209 0.00090043426434902409 0.0024732705111107922 0.013339542866433962 0.0043166032931093827 0.018235029629200379 0.001603093096969703 0.0077246541249623955 0.0056983267149269979 0.0088611769074076231
leaf_weight=705 59 55 73 61 64 76 52 88 74 53 64 70 52 92 59 155 61 78 52 53 58 107 68
leaf_count=705 59 55 73 61 64 76 52 88 74 53 64 70 52 92 59 155 61 78 52 53 58 107 68
internal_value=0 0.00117777 0.00621506 0.00572171 0.00894922 0.0112053 0.00546685 0.00504885 0.00759315 -0.000916189 0.00434957 0.00126864 0.00493697 0.00139198 0.00596819 0.00552846 0.0089765 0.00122714 0.0140653 0.00505799 0.00463733 0.0074923 0.00674365
internal_weight=0 245 2084 1766 318 201 1705 1524 328 190 1196 192 1004 144 254 860 181 137 125 117 128 195 120
internal_count=2329 245 2084 1766 318 201 1705 1524 328 190 1196 192 1004 144 254 860 181 137 125 117 128 195 120
is_linear=0
shrinkage=0.16829


Tree=8396
num_leaves=22
num_cat=0
split_feature=4 12 12 150 15 133 15 4 43 15 15 12 11 403 4 402 4 43 4 4 12
split_gain=4.51104 1.51767 0.523935 0.454573 0.381273 0.380841 0.398507 0.35888 0.347259 0.255148 0.225692 0.319996 0.21366 0.184975 0.152581 0.107114 0.0919333 0.0977389 0.0775411 0.0656655 0.0236308
threshold=0.36766000000000004 0.077755000000000005 0.099815000000000015 0.091105000000000005 -0.41309499999999993 0.087035000000000015 -0.11399999999999998 -0.15450999999999995 -0.049914999999999994 -0.032704999999999991 -0.079799999999999996 0.11930500000000001 1.0000000180025095e-35 -0.41692999999999997 -0.088499999999999981 -0.011954999999999999 0.0051600000000000005 -0.00027999999999999998 0.065590000000000009 -0.049324999999999994 0.088335000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 5 8 6 -1 -8 -2 -9 -4 19 13 15 -15 -3 17 -16 -18 -12 -14
right_child=4 2 10 -5 -6 -7 7 9 -10 -11 11 -13 20 14 16 -17 18 -19 -20 -21 -22
leaf_value=0.0010051490357480387 0.00027294802796492575 0.00092343800854037745 0.00093347054095303241 0.00039689323066207407 0.00019250172814174016 0.00043881111640940344 0.00085455204789626666 0.00071157252935507783 0.00059523892477617078 0.00045662723242058769 0.0008308779041727969 0.00047833146363673298 0.0010973492672349059 0.00072016731287682706 0.00091899275408812971 0.0011351100810756466 0.00075067727079570774 0.00082872602049142996 0.00090184809880433463 0.0006931918749273863 0.00098802956844923351
leaf_weight=54 63 59 57 62 94 52 98 103 88 75 93 55 58 64 745 52 94 170 68 72 53
leaf_count=54 63 59 57 62 94 52 98 103 88 75 93 55 58 64 745 52 94 170 68 72 53
internal_value=0 0.000831744 0.000878143 0.000660281 0.000358132 0.000702938 0.000744451 0.000693317 0.000461006 0.00060435 0.000746582 0.000698001 0.000904854 0.000892359 0.000879627 0.00102292 0.00088907 0.00090226 0.000814349 0.00077101 0.00104547
internal_weight=0 2084 1640 444 245 382 330 276 151 178 277 220 1363 1252 1141 111 1077 915 162 165 111
internal_count=2329 2084 1640 444 245 382 330 276 151 178 277 220 1363 1252 1141 111 1077 915 162 165 111
is_linear=0
shrinkage=0.0032998


Tree=8397
num_leaves=21
num_cat=0
split_feature=4 3 123 3 4 3 4 3 49 160 3 51 39 13 3 4 13 3 3 16
split_gain=5.38711 1.91847 1.01309 0.259877 0.226627 0.261469 0.507345 0.225958 0.17235 0.153586 0.119606 0.142345 0.118731 0.0848267 0.0941159 0.075905 0.0513253 0.0465392 0.0448499 0.0213786
threshold=0.36766000000000004 0.30112000000000005 0.081180000000000016 0.13772500000000001 -0.068189999999999987 -0.034684999999999994 -0.00013999999999999996 0.06269000000000001 -0.06017999999999999 -0.080844999999999986 -0.082254999999999981 -0.088934999999999986 0.087880000000000014 0.043640000000000005 -0.095469999999999985 0.014585000000000002 -0.012549999999999997 -0.10919499999999999 -0.21779999999999997 -0.059624999999999991
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 2 4 12 7 8 -7 9 -6 -1 11 -10 17 14 -11 -12 -4 -2 -15 -8
right_child=3 -3 16 -5 5 6 19 -9 10 13 15 -13 -14 18 -16 -17 -18 -19 -20 -21
leaf_value=0.00070406272043847394 0.00032986343924317055 0.00017493847645381829 0.00058485497685290629 7.3882414435690825e-05 0.00068599180053831852 0.00040294663553258983 0.0008377735583499677 0.0010269251774646605 0.00072170189807298701 0.0010005984468174274 0.00082707466115892255 0.00091239606232814514 0.00022291715006934694 0.00086106528489332719 0.00086466738242944375 0.00073332305341456132 0.00044090608569171162 0.00046455726000752559 0.00073548437033385951 0.00074088450433864239
leaf_weight=77 61 54 52 56 103 53 63 86 53 67 308 271 71 59 482 149 64 57 83 60
leaf_count=77 61 54 52 56 103 53 63 86 53 67 308 271 71 59 482 149 64 57 83 60
internal_value=0 0.000789629 0.000805963 0.000272129 0.00082414 0.000791515 0.000674201 0.000864593 0.000814832 0.000846369 0.000831779 0.000881311 0.000330683 0.000862176 0.000881321 0.000796585 0.000505739 0.000395226 0.00078791 0.000790797
internal_weight=0 2084 2030 245 1914 1060 176 854 884 768 781 324 189 691 549 457 116 118 142 123
internal_count=2329 2084 2030 245 1914 1060 176 854 884 768 781 324 189 691 549 457 116 118 142 123
is_linear=0
shrinkage=0.0032998


Tree=8398
num_leaves=17
num_cat=0
split_feature=4 12 13 42 4 160 150 447 4 51 43 42 13 13 4 13
split_gain=8.70067 2.51533 0.970275 0.543143 0.496617 0.35275 0.352445 0.341926 0.309646 0.47532 0.297528 0.236559 0.207873 0.148755 0.110817 0.0812883
threshold=0.36766000000000004 -0.011819999999999999 -0.16392499999999996 0.12199500000000001 -0.0047649999999999993 -0.075414999999999982 0.081245000000000026 0.081385000000000013 0.043850000000000007 -0.10174999999999999 -0.031974999999999996 -0.013204999999999998 0.039845000000000012 -0.061199999999999991 0.10534500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 7 -1 -2 13 8 9 15 -6 -10 -11 -7 -13 -4
right_child=5 2 3 -5 10 6 -8 -9 11 12 -12 14 -14 -15 -16 -17
leaf_value=0.00039603424063537954 0.00047082246225609796 0.00056544021058327755 0.0010800717384337121 0.00065488593876732539 0.00054393405445401089 -1.9290408662633152e-05 0.0004121949817455347 0.00070998783904660707 0.00067530876308878303 0.00099884649419924735 0.00089800796903039752 0.00086276731428625139 0.00087679355537897269 0.00020266850290844609 0.0010443454783202158 0.0012533597582493152
leaf_weight=99 62 69 52 60 52 66 52 52 54 1161 53 105 181 65 61 85
leaf_count=99 62 69 52 60 52 66 52 52 54 1161 53 105 181 65 61 85
internal_value=0 0.000912936 0.000950727 0.000965387 0.000564494 0.00025535 0.000182155 0.000976007 0.000984128 0.00100146 0.000722993 0.000867422 0.000982411 9.0573e-05 0.000929704 0.00118784
internal_weight=0 2084 1880 1811 204 245 183 1751 1699 1479 105 220 1342 131 166 137
internal_count=2329 2084 1880 1811 204 245 183 1751 1699 1479 105 220 1342 131 166 137
is_linear=0
shrinkage=0.0032998


Tree=8399
num_leaves=21
num_cat=0
split_feature=1 2 2 158 2 34 49 0 160 484 52 2 4 52 13 1 15 1 158 42
split_gain=0.303496 0.131574 0.136529 0.0966003 0.11036 0.140962 0.102929 0.150276 0.0961805 0.0956278 0.0766628 0.0676211 0.0608242 0.103797 0.0713428 0.0920955 0.0550098 0.0448375 0.0411643 0.0275069
threshold=0.14967500000000003 0.09857500000000001 0.09678500000000001 0.094850000000000004 -0.0091949999999999983 -0.078549999999999995 0.0033550000000000003 -0.072674999999999976 -0.086829999999999977 0.092320000000000013 -0.53454499999999994 0.10205500000000002 -0.0090299999999999981 -0.077269999999999991 0.00023500000000000005 0.11869500000000001 -0.079109999999999986 0.090485000000000024 0.10868000000000001 0.083725000000000008
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 2 3 4 5 -1 7 16 -8 10 -3 -12 13 -13 15 -14 -6 -9 -5 -10
right_child=-2 9 -4 18 6 -7 8 17 19 -11 11 12 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0080284466475358165 -0.0063100795303907683 0.0090553731858471435 0.015762871258990542 0.015315257422974704 0.009867575199729809 -0.0040292630497913047 -0.001731941079998326 0.010193548084709427 0.0038430592942048677 0.011336324581452235 -0.0023019314880151596 0.00067529434161777313 0.0056604339612538416 0.0099251636956779171 -0.0027426429186743449 -0.0015084816973188352 0.0065626273465567387 0.016563808243500185 0.0091255892446606979 0.0081965459516165837
leaf_weight=52 52 76 55 52 178 58 61 67 84 56 54 53 196 100 57 68 782 63 80 85
leaf_count=52 52 76 55 52 178 58 61 67 84 56 54 53 196 100 57 68 782 63 80 85
internal_value=0 0.00667532 0.00749445 0.00720216 0.00679702 0.00165441 0.00722421 0.00790851 0.00397337 0.00466573 0.00404429 0.00331959 0.00396381 0.0067327 0.00263846 0.00380709 0.00717729 0.0132945 0.0115776 0.00604331
internal_weight=0 2277 1617 1562 1430 110 1320 1090 230 660 604 528 474 153 321 264 960 130 132 169
internal_count=2329 2277 1617 1562 1430 110 1320 1090 230 660 604 528 474 153 321 264 960 130 132 169
is_linear=0
shrinkage=0.16829


Tree=8400
num_leaves=19
num_cat=0
split_feature=4 123 2 2 14 14 0 0 0 2 4 132 0 4 4 15 49 4
split_gain=19.0331 5.55638 3.30773 1.00853 0.976768 0.566401 0.693465 0.517165 0.426899 0.415478 0.34857 0.278937 0.234506 0.223724 0.202289 0.129333 0.18514 0.0716611
threshold=0.30163500000000004 0.081990000000000021 0.13733000000000004 0.10045500000000002 -0.41790499999999997 0.062655000000000016 -0.10891999999999999 -0.13740499999999997 -0.079119999999999982 0.13673000000000005 0.016695000000000005 0.082150000000000015 -0.17785499999999996 -0.00045499999999999995 -0.42305999999999994 0.076335000000000014 0.059705000000000001 -0.0047649999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 10 -5 13 12 -1 -10 -6 -8 -9 16 -16 -3
right_child=4 17 -4 7 9 -7 8 14 11 -11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.0047625559407386466 0.0045320740896333455 0.0043591420319568155 0.0044887131896476319 0.0047402897489026898 0.0043314225504727782 0.005549567540719804 0.0052957894314131617 0.0052380459326759133 0.0051738138041686676 0.0038114859795815707 0.0051439714654485536 0.0049046023097207448 0.0040364693063887893 0.0051564812851484466 0.004824456426724244 0.0051819478715467299 0.0050661402143628784 0.0045454281451884817
leaf_weight=56 62 69 78 60 54 59 792 81 357 59 58 54 83 177 62 59 117 58
leaf_count=56 62 69 78 60 54 59 792 81 357 59 58 54 83 177 62 59 117 58
internal_value=0 0.00511589 0.00515829 0.00518531 0.00416626 0.00522315 0.00521024 0.00503016 0.00523114 0.00405037 0.00495692 0.00513853 0.00415299 0.00527038 0.00508457 0.00503219 0.00498263 0.0044445
internal_weight=0 2137 2010 1932 258 1553 1494 379 1380 196 114 411 137 969 319 238 179 127
internal_count=2395 2137 2010 1932 258 1553 1494 379 1380 196 114 411 137 969 319 238 179 127
is_linear=0
shrinkage=0.0032998


Tree=8401
num_leaves=16
num_cat=0
split_feature=4 2 123 3 2 14 2 0 159 0 12 0 3 0 160
split_gain=8.79704 3.80283 2.06266 0.929113 0.903873 0.690415 0.497179 0.377771 0.336994 0.326876 0.272618 0.235069 0.334648 0.210343 0.207191
threshold=0.30163500000000004 0.14106500000000002 0.081990000000000021 0.11372500000000001 0.14461000000000004 0.062655000000000016 0.090000000000000011 -0.13010499999999997 0.0096550000000000021 -0.07304999999999999 0.093270000000000006 -0.17785499999999996 -0.010299999999999998 -0.07385499999999999 0.055845000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 6 9 -8 -9 14 -11 -2 -13 -4 -1
right_child=4 -3 13 -5 -6 -7 7 8 -10 10 -12 12 -14 -15 -16
leaf_value=0.0012107219765175429 0.00075169041774306329 0.00039697515957326382 0.00084125419611435148 0.00078028652139743059 0.00010340347585402006 0.0015131783227752529 0.00085071505853626908 0.0010853381905863411 0.0013038484502488593 0.0011918460163740643 0.00089624132668046717 0.00065655080837610466 0.00033575224374819701 0.00055454421925708105 0.0013715269192232573
leaf_weight=879 56 79 59 68 59 64 65 535 92 75 65 72 71 55 101
leaf_count=879 56 79 59 68 59 64 65 535 92 75 65 72 71 55 101
internal_value=0 0.00110814 0.00113542 0.00116074 0.000462834 0.00117451 0.00116253 0.00109245 0.00111746 0.0012058 0.00105485 0.000569222 0.00049752 0.000703238 0.00122733
internal_weight=0 2137 2058 1944 258 1876 1812 692 627 1120 140 199 143 114 980
internal_count=2395 2137 2058 1944 258 1876 1812 692 627 1120 140 199 143 114 980
is_linear=0
shrinkage=0.0032998


Tree=8402
num_leaves=19
num_cat=0
split_feature=4 13 14 13 12 12 16 484 484 4 14 16 1212 42 15 4 13 16
split_gain=0.206802 0.161015 0.21467 0.0926962 0.0962332 0.127785 0.147957 0.14626 0.127709 0.0973596 0.0811651 0.124129 0.0704214 0.069304 0.0574606 0.0584224 0.0350024 0.0185511
threshold=0.27161500000000005 -0.16392499999999996 0.019675000000000002 0.26171000000000005 0.09697500000000002 0.054520000000000006 0.15454000000000004 -0.023814999999999996 -0.081634999999999985 -0.0058549999999999991 -0.42214499999999994 -0.49181999999999998 0.089125000000000024 -1.0000000180025095e-35 -0.05332499999999999 -0.05584999999999999 -0.07236999999999999 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 8 -7 -3 -2 16 -9 17 -15 -16 -12 -6
right_child=10 2 -4 -5 13 7 -8 12 -10 -11 11 -13 -14 14 15 -17 -18 -19
leaf_value=0.0038007942534703794 0.011361335505334804 0.0027772448208768842 0.020331918843082008 0.017613474956325002 0.0091921636402614477 0.013624853290689546 0.01547256991030631 0.010579142000569934 0.023223650076070981 0.0093101468202160375 0.0045862536819640601 -0.00096472149770341308 0.01499360775434456 0.010529493686706307 0.0068064245622842844 -0.00040397684626093596 0.010041680198336322 0.013239596473888216
leaf_weight=89 61 117 70 56 92 171 64 905 52 147 66 78 118 52 78 53 71 55
leaf_count=89 61 117 70 56 92 171 64 905 52 147 66 78 118 52 78 53 71 55
internal_value=0 0.0108376 0.0111452 0.0108162 0.0106154 0.0111661 0.00819319 0.0119472 0.0158712 0.00642169 0.00592479 0.00437397 0.0110901 0.00798326 0.00577609 0.00387552 0.00742663 0.0107187
internal_weight=0 2119 2030 1960 1904 1574 328 1246 223 264 276 215 1023 330 183 131 137 147
internal_count=2395 2119 2030 1960 1904 1574 328 1246 223 264 276 215 1023 330 183 131 137 147
is_linear=0
shrinkage=0.16829


Tree=8403
num_leaves=25
num_cat=0
split_feature=1 4 3 2 2 1 15 16 4 2 0 3 15 13 12 4 1 12 129 47 2 12 12 2
split_gain=5.95908 1.56834 0.910084 0.735076 0.577952 0.391751 0.383843 0.358911 0.284905 0.309531 0.271681 0.213071 0.211293 0.201949 0.167715 0.155425 0.117874 0.112692 0.101818 0.100148 0.0814431 0.0579899 0.0580702 0.0316985
threshold=0.12419000000000001 0.27161500000000005 -0.072579999999999992 0.14271500000000001 0.10613000000000002 0.10684 -0.13800499999999996 -0.0043999999999999994 -0.15450999999999995 0.093255000000000018 -0.078964999999999994 0.085315000000000016 0.092250000000000013 -0.0042049999999999995 0.089005000000000015 0.42953500000000006 0.081540000000000015 0.11206500000000001 0.087710000000000024 0.102035 0.093565000000000023 0.094435000000000005 0.097510000000000013 0.084675000000000014
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 2 8 6 7 17 -2 10 16 12 11 20 18 -9 -11 -3 -1 -6 19 -10 -4 -16 -23 -14
right_child=3 15 4 -5 5 -7 -8 13 9 14 -12 -13 23 -15 21 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0010575805944687288 0.00039344481519109427 0.00052162588806264443 0.0010648636978775809 0.00016468815891171936 0.00089285755255497589 0.00046438869703154575 0.00075514080620185881 0.00091748615039606042 0.0010672688250629864 0.00072992386814319616 0.00065058162961606719 0.0007472029221320789 0.00085757215446182345 0.0011904151997670827 0.0010224912961475771 0.0007443924821334681 0.0012671942617209133 0.00068604634339899571 0.00092691805374938026 0.00093775167909665609 0.00089348251699672627 0.00081222789653556638 0.0009577205302473558 0.0009692695618340755
leaf_weight=58 76 82 76 94 71 53 56 52 805 52 54 57 79 74 72 61 67 52 77 76 57 54 84 56
leaf_count=58 76 82 76 94 71 53 56 52 805 52 54 57 79 74 72 61 67 52 77 76 57 54 84 56
internal_value=0 0.000951557 0.000975161 0.000388234 0.000859601 0.000703127 0.000547158 0.000933936 0.00101777 0.00100368 0.000859368 0.000918522 0.00102833 0.00107806 0.000900725 0.000616899 0.00117022 0.000805712 0.00104579 0.00105614 0.00099168 0.000942851 0.000901044 0.000904167
internal_weight=0 2169 2026 226 546 176 132 370 1480 1355 244 190 1093 126 262 143 125 123 958 881 133 210 138 135
internal_count=2395 2169 2026 226 546 176 132 370 1480 1355 244 190 1093 126 262 143 125 123 958 881 133 210 138 135
is_linear=0
shrinkage=0.0032998


Tree=8404
num_leaves=24
num_cat=0
split_feature=1 3 3 16 3 133 124 49 47 1 3 12 51 160 132 475 16 475 160 13 43 131 133
split_gain=4.52781 1.34046 0.433618 0.316377 0.314788 0.205342 0.169809 0.160485 0.145686 0.14255 0.132767 0.273003 0.130524 0.129542 0.111754 0.117047 0.133417 0.12595 0.101039 0.0967895 0.0948148 0.0724447 0.0716743
threshold=0.10439500000000002 -0.046329999999999989 -0.072579999999999992 -0.24900499999999998 0.31343500000000007 0.088000000000000009 -1.0000000180025095e-35 -0.047749999999999994 0.078345000000000012 0.12007000000000002 0.091170000000000015 0.09567500000000001 -0.033754999999999993 -0.015394999999999997 0.08518000000000002 -0.084169999999999981 -0.096494999999999984 -0.08669499999999998 -0.49758499999999994 -0.083894999999999983 -0.083269999999999997 0.083410000000000026 -1.0000000180025095e-35
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 3 7 -2 5 8 -4 -1 9 -3 11 13 -5 -8 15 17 19 -9 -18 -17 -20 -16 -13
right_child=1 4 6 12 -6 -7 10 14 -10 -11 -12 22 -14 -15 21 16 18 -19 20 -21 -22 -23 -24
leaf_value=0.00073223732858868247 0.00051867706394233021 0.00049104427265034007 0.00060557533186181896 0.00069866998725310529 0.00018799180766106922 0.00023375747784433451 0.00079902255343013422 0.00087244022656166617 0.00061969207336849295 0.00027584569255074157 0.00066519372145095942 0.00080385796229731979 0.00091157170793096202 0.0010087707095973637 0.00068303686617115871 0.00087427681273696692 0.00071318968950505996 0.0011067555786353977 0.00092716403087870223 0.0010679690477794755 0.00084546040567451571 0.00084312882555422357 0.00064565323944662078
leaf_weight=102 68 96 83 70 86 52 60 53 52 53 96 54 61 76 55 57 53 52 217 63 668 82 86
leaf_count=102 68 96 83 70 86 52 60 53 52 53 96 54 61 76 55 57 53 52 217 63 668 82 86
internal_value=0 0.000487614 0.000831584 0.00070278 0.000361203 0.000419941 0.000742505 0.000860468 0.000467933 0.000414734 0.000772962 0.000810319 0.000798076 0.000916494 0.000870502 0.000881237 0.000870527 0.000988818 0.000856963 0.000976259 0.000865534 0.000779115 0.000706927
internal_weight=0 538 1857 199 339 253 455 1402 201 149 372 276 131 136 1300 1163 1058 105 938 120 885 137 140
internal_count=2395 538 1857 199 339 253 455 1402 201 149 372 276 131 136 1300 1163 1058 105 938 120 885 137 140
is_linear=0
shrinkage=0.0032998


Tree=8405
num_leaves=18
num_cat=0
split_feature=40 4 11 1 151 3 16 1212 16 159 2 12 484 133 1 2 1213
split_gain=0.207898 0.156865 0.317849 0.136189 0.129569 0.126526 0.221931 0.107988 0.156442 0.0811824 0.10742 0.0701577 0.063982 0.0606587 0.0565413 0.0554512 0.0201895
threshold=0.051255000000000002 0.26790000000000008 0.079915000000000014 0.104035 -0.063609999999999986 -0.046329999999999989 -0.0024749999999999993 0.040035000000000008 -0.021919999999999999 0.084205000000000016 0.09086000000000001 -0.029844999999999997 -0.099389999999999992 -0.029034999999999995 0.11570500000000002 0.090225000000000014 -0.081649999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -3 -5 -7 9 13 12 -11 -6 -1 -9 -13 -14 -15
right_child=-2 4 -4 5 11 6 -8 8 -10 10 -12 14 15 16 -16 -17 -18
leaf_value=0.015758280643165964 -0.00057602620250658744 -0.0014577343448640987 0.019399791112299229 0.010924283721963744 0.011077338412689619 0.0081241586927383227 -0.0049650232602797767 0.005059788094436286 -0.00066838672350561456 0.010718392755996259 0.019262295653729954 0.0085789659328519789 0.011026538956419238 0.013718846140543793 0.0008719335979780993 0.0086667282674593761 0.0095222993217441067
leaf_weight=60 57 55 101 92 95 94 60 69 57 103 72 55 710 57 54 486 89
leaf_count=60 57 55 101 92 95 94 60 69 57 103 72 55 710 57 54 486 89
internal_value=0 0.00968254 0.0101767 0.00969785 0.00576408 0.00597888 0.00301281 0.010234 0.00714075 0.0108207 0.0142439 0.00771994 0.0103423 0.00921943 0.00477729 0.0100691 0.011173
internal_weight=0 2309 2050 1949 259 246 154 1703 272 1431 175 204 1256 215 109 1196 146
internal_count=2366 2309 2050 1949 259 246 154 1703 272 1431 175 204 1256 215 109 1196 146
is_linear=0
shrinkage=0.16829


Tree=8406
num_leaves=21
num_cat=0
split_feature=1 1 16 1 150 16 40 14 49 13 49 1209 475 15 13 1454 48 1 50 42
split_gain=7.93232 1.12052 0.943248 0.618734 0.778256 0.424866 0.302828 0.260453 0.236054 0.18447 0.179751 0.110648 0.0834338 0.079338 0.185544 0.0765833 0.079606 0.0497978 0.0478998 0.0429388
threshold=0.10574000000000001 0.12450500000000002 0.22564000000000003 0.089875000000000024 1.0000000180025095e-35 -0.0094449999999999968 -0.072979999999999975 0.062655000000000016 -0.0073549999999999996 -0.0042049999999999995 0.11580500000000001 0.086665000000000006 -0.084049999999999986 0.090385000000000007 -0.0072499999999999995 0.077440000000000023 0.090720000000000009 0.13840500000000003 0.093975000000000017 0.083925000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 13 8 -3 10 -2 17 11 12 19 14 -5 16 -14 -8 -15 -1
right_child=1 6 -4 4 -6 -7 9 -9 -10 -11 -12 -13 15 18 -16 -17 -18 -19 -20 -21
leaf_value=0.0012288796176773864 0.00052459020820867742 0.00018940848311104025 0.0010576996500757168 0.00081327411291089581 0.00062334990919905647 0.00036860604709999811 0.00030520873546264685 0.0012853801078339911 0.00078885898524436008 0.00061349680504449563 0.00089604696066947122 0.00095102207321776978 0.0010604921160326537 0.0011147614428769043 0.0010382868330060056 0.0011609117784286073 0.0009623754153587215 0.00045111604989751461 0.00097300986055715792 0.0010875536441835448
leaf_weight=54 60 61 63 74 83 63 52 54 100 58 82 103 945 69 93 80 109 55 52 56
leaf_count=54 60 61 63 74 83 63 52 54 100 58 82 103 945 69 93 80 109 55 52 56
internal_value=0 0.000563055 0.000700434 0.00102722 0.00090603 0.000599345 0.000389047 0.00105751 0.000689978 0.000462639 0.00104887 0.00105815 0.00106699 0.000987374 0.000938792 0.00105821 0.00105038 0.000380537 0.00105413 0.00115725
internal_weight=0 512 286 1854 371 223 226 1483 160 165 1429 1347 1244 288 167 1134 1054 107 121 110
internal_count=2366 512 286 1854 371 223 226 1483 160 165 1429 1347 1244 288 167 1134 1054 107 121 110
is_linear=0
shrinkage=0.0032998


Tree=8407
num_leaves=19
num_cat=0
split_feature=12 3 3 14 16 3 48 1375 3 52 3 16 13 457 49 49 3 52
split_gain=0.119079 0.112782 0.0944538 0.0925848 0.16363 0.168378 0.174015 0.0767608 0.0633379 0.138529 0.070302 0.068107 0.115999 0.0627682 0.0557252 0.0599893 0.100153 0.0582117
threshold=0.083325000000000024 -0.049204999999999992 -0.15680499999999997 -0.072219999999999993 0.15454000000000004 -0.10175499999999998 0.10168500000000001 -0.07273499999999998 -1.0000000180025095e-35 -0.021489999999999995 0.11535000000000002 -0.15043499999999996 -0.016289999999999995 1.0000000180025095e-35 0.12158500000000001 0.086690000000000017 -0.12595999999999999 -0.0041199999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 8 -4 11 -10 -11 -7 -13 14 15 16 -9 -17
right_child=1 -3 7 4 -6 6 -8 13 9 10 -12 12 -14 -15 -16 17 -18 -19
leaf_value=0.011308783268784125 0.014729962001614317 0.0018991204538513563 0.015114589629288045 -0.0039562928244235981 0.01229145189322335 -0.00022044567091959795 -0.0023999824955128271 0.0018308274325486266 0.0028659761907405155 0.016456435988430596 0.0083478295468693096 0.013063054590936674 0.0027362253218170371 0.0032980754796788805 0.0038374851231918173 0.015027963980181143 0.0092310060004192531 0.0092895890934349291
leaf_weight=101 93 58 60 58 92 53 64 55 64 64 60 52 77 55 55 98 1099 108
leaf_count=101 93 58 60 58 92 53 64 55 64 64 60 52 77 55 55 98 1099 108
internal_value=0 0.00922982 0.00949068 0.00658557 0.00576564 0.00454171 0.00568153 0.00917104 0.00708427 0.00926116 0.0125474 0.00482574 0.00691291 0.00892723 0.00914476 0.00935807 0.00887987 0.0120282
internal_weight=0 1681 1623 685 584 492 434 1530 370 188 124 182 129 1470 1415 1360 1154 206
internal_count=2366 1681 1623 685 584 492 434 1530 370 188 124 182 129 1470 1415 1360 1154 206
is_linear=0
shrinkage=0.16829


Tree=8408
num_leaves=16
num_cat=0
split_feature=40 40 11 14 133 1 160 157 483 133 15 52 160 483 133
split_gain=0.147734 0.122491 0.124938 0.0950167 0.113565 0.104014 0.115943 0.105512 0.0963625 0.0788755 0.0817429 0.0428906 0.0397863 0.053234 0.0388987
threshold=0.051255000000000002 -0.084904999999999994 0.08976000000000002 0.076975000000000002 0.082925000000000013 0.089710000000000026 0.082870000000000013 -0.080544999999999992 0.087775000000000006 0.097995000000000013 -0.079109999999999986 -0.0086049999999999998 -0.11201999999999999 0.085765000000000022 -0.016679999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 8 -3 -7 12 -11 -12 -6 -14 -9
right_child=-2 2 -4 -5 9 6 -8 14 -10 10 11 -13 13 -15 -16
leaf_value=0.0011761453919480766 -0.0013954222757202974 0.00062459024650948108 0.014795545144183046 0.013970180817082976 0.014089854956122487 0.0060796820969429921 -0.0031372687300200374 0.0067370612251859818 -0.00088633115534934739 0.012997690235394179 0.0015127323879536628 0.0068442973835364813 0.010768888550298221 0.0047874144282388795 0.0091620949075346715
leaf_weight=91 57 61 65 59 75 439 52 392 64 55 53 242 231 53 377
leaf_count=91 57 61 65 59 75 439 52 392 64 55 53 242 231 53 377
internal_value=0 0.00725104 0.00749947 0.00727837 0.00708896 0.00619787 0.00440635 0.00739365 0.00518978 0.00882713 0.00701417 0.00589251 0.0105896 0.00965895 0.00792826
internal_weight=0 2309 2218 2153 2094 1385 555 830 503 709 350 295 359 284 769
internal_count=2366 2309 2218 2153 2094 1385 555 830 503 709 350 295 359 284 769
is_linear=0
shrinkage=0.16829


Tree=8409
num_leaves=24
num_cat=0
split_feature=1 3 1 150 4 2 2 2 2 3 3 3 3 2 4 3 4 3 4 1429 159 4 4
split_gain=6.30318 1.13629 0.718187 0.77692 0.603989 0.521323 0.440315 0.321072 0.181618 0.270989 0.247723 0.151133 0.101645 0.0874159 0.102773 0.0806487 0.0733335 0.0668766 0.061869 0.0613104 0.0501199 0.0450077 0.0312375
threshold=0.104035 -0.058704999999999993 0.089875000000000024 1.0000000180025095e-35 0.30163500000000004 0.14530500000000005 -1.0000000180025095e-35 0.10746500000000002 0.11366500000000002 -0.15197999999999998 -0.10175499999999998 -0.08322499999999998 0.088465000000000002 0.093070000000000014 -0.0083249999999999973 -0.082224999999999979 -0.033449999999999987 -0.036004999999999988 -0.077679999999999985 0.083810000000000009 0.078675000000000009 0.065590000000000009 -0.036279999999999993
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 4 8 11 15 6 -3 -8 9 -1 -11 -4 -9 14 19 -2 18 21 -13 -12 -16 -15 -10
right_child=1 5 3 -5 -6 -7 7 12 22 10 13 16 -14 17 20 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0011998984442865793 0.00096701625278992616 0.00026570497803883586 0.00099717435333706293 0.00048116211983958643 0.00047294755413847549 0.00018025362666064277 0.00077883892816246151 0.00037031290313975133 0.00076530281468802357 0.00078729286627740223 0.00097534645552245231 0.00077813258256832958 0.00055014143528212304 0.0009191527758901244 0.0010201333767482748 0.00078350950902876754 0.00073104326951726193 0.0010262426017211437 0.00093069600677413969 0.00085854334088936743 0.0011450578921290316 0.00080361072701350177 0.00088062704402491808
leaf_weight=53 59 77 74 72 62 83 54 58 53 90 626 54 90 204 168 53 71 57 76 59 52 52 69
leaf_count=53 59 77 74 72 62 83 54 58 53 90 626 54 90 204 168 53 71 57 76 59 52 52 69
internal_value=0 0.000516078 0.000923132 0.000787411 0.000735478 0.000410523 0.0004789 0.000559993 0.000954865 0.000965959 0.000956453 0.000867464 0.000479906 0.000968923 0.000985914 0.000880493 0.000819535 0.000919684 0.000867595 0.000965337 0.00104982 0.000895821 0.000830816
internal_weight=0 536 1830 347 174 362 279 202 1483 1361 1308 275 148 1218 905 112 201 313 130 685 220 256 122
internal_count=2366 536 1830 347 174 362 279 202 1483 1361 1308 275 148 1218 905 112 201 313 130 685 220 256 122
is_linear=0
shrinkage=0.0032998


Tree=8410
num_leaves=23
num_cat=0
split_feature=1 1 47 15 15 12 0 49 1 12 50 0 403 403 16 1455 0 15 42 50 402 0
split_gain=4.10141 1.40181 0.736712 0.317763 0.263794 0.259094 0.212561 0.158929 0.555497 0.151223 0.174806 0.138984 0.148267 0.142546 0.123554 0.08278 0.075249 0.0726252 0.0693371 0.0636583 0.0630928 0.0502622
threshold=0.10538500000000002 0.14699000000000004 0.085505000000000012 -0.075694999999999985 0.03981500000000001 1.0000000180025095e-35 -0.11327499999999999 -0.014869999999999998 0.081315000000000012 0.084160000000000013 0.098785000000000026 -0.13892999999999997 0.052440000000000007 -0.088079999999999978 -0.036039999999999996 0.082590000000000011 -0.10417499999999999 0.084785000000000013 0.082755000000000009 0.10672000000000002 0.11679000000000002 -0.069074999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 16 7 -5 -6 8 -1 -8 17 -9 13 -13 -4 19 -2 -11 -18 -15 21 -19
right_child=1 -3 14 5 6 -7 9 11 -10 10 -12 12 -14 15 -16 -17 18 20 -20 -21 -22 -23
leaf_value=0.00084072850379461248 0.00041653480135462868 -1.9491633536301962e-05 0.00061836147060963123 0.00040741229127503557 0.0010020327514933141 0.00072097443627749838 0.00065519026679127044 0.00090466400977001846 0.0004826428518100566 0.00092106891413614616 0.00063761623923456058 0.00059517979738547854 0.00059697620972534076 0.0008035240077022824 0.00083377684198949142 0.00066823444368903037 0.00018578988795108628 0.00084236436408550216 0.00034957675179683381 0.00070094360900567118 0.00070494022075668435 0.00072898578351448357
leaf_weight=89 64 65 65 66 64 52 72 66 102 93 56 55 70 465 56 76 54 425 62 84 53 53
leaf_count=89 64 65 65 66 64 52 72 66 102 93 56 55 70 465 56 76 54 425 62 84 53 53
internal_value=0 0.000430865 0.000500814 0.000412367 0.000772767 0.000545891 0.00081726 0.000736679 0.000649684 0.000801488 0.000816926 0.000756999 0.000743957 0.000759036 0.000718349 0.000773399 0.000324639 0.000832962 0.000273635 0.000787893 0.000817464 0.000829867
internal_weight=0 484 419 298 1823 118 816 1007 191 752 680 816 750 680 121 625 180 624 116 549 531 478
internal_count=2307 484 419 298 1823 118 816 1007 191 752 680 816 750 680 121 625 180 624 116 549 531 478
is_linear=0
shrinkage=0.0032998


Tree=8411
num_leaves=19
num_cat=0
split_feature=4 2 1 2 11 2 0 1 151 483 12 52 475 2 42 52 52 12
split_gain=6.77926 2.26218 0.813186 0.737884 0.545657 0.503319 0.4778 0.404099 0.233009 0.176301 0.145955 0.138891 0.135873 0.130707 0.119504 0.113904 0.10521 0.0525429
threshold=0.36766000000000004 0.14271500000000001 0.14310500000000001 0.10161500000000002 1.0000000180025095e-35 -0.0091949999999999983 -0.12608499999999997 0.11230000000000001 -0.010154999999999999 -1.0000000180025095e-35 0.084160000000000013 -0.089014999999999983 -0.066784999999999983 0.086965000000000015 0.097785000000000025 0.0029250000000000005 -0.40492999999999996 -0.081314999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 -1 -5 -2 11 -10 -11 -7 -8 -13 15 16 -14 -9
right_child=2 -3 -4 6 -6 8 12 17 9 10 -12 13 14 -15 -16 -17 -18 -19
leaf_value=0.00058913275892685216 0.00059992821682045732 0.0002521257735685764 -7.4266328780697027e-05 0.00054535066711045184 0.0011771006812404969 0.0011159009484664724 0.0009563805753893443 0.00035161061361718823 0.0010557612202638871 0.00080121891496280314 0.00090105781389962134 0.0010674593714810963 0.00077554613388566807 0.00086817284376328272 0.00092657941013945665 0.00083489905097007132 0.00056819383234287186 0.00021159824980348708
leaf_weight=55 62 64 55 91 83 86 64 53 71 201 943 62 56 95 52 89 55 70
leaf_count=55 62 64 55 91 83 86 64 53 71 201 943 62 56 95 52 89 55 70
internal_value=0 0.000863601 0.000277472 0.000883121 0.000915211 0.000900821 0.000757201 0.000382234 0.000912554 0.00089364 0.000883547 0.00100698 0.000818097 0.000947096 0.000782838 0.000745289 0.000673121 0.000272215
internal_weight=0 2067 240 2003 1596 1513 407 185 1458 1215 1144 243 316 157 252 200 111 123
internal_count=2307 2067 240 2003 1596 1513 407 185 1458 1215 1144 243 316 157 252 200 111 123
is_linear=0
shrinkage=0.0032998


Tree=8412
num_leaves=22
num_cat=0
split_feature=1 2 1 1 0 123 49 4 0 4 403 2 2 1213 4 1209 401 4 52 131 475
split_gain=3.74061 0.767371 0.650122 0.2903 0.288086 0.248134 0.227613 0.236407 0.186621 0.168455 0.154798 0.159193 0.149824 0.129856 0.12481 0.0991737 0.111612 0.0918874 0.0802725 0.049068 0.047237
threshold=0.12337000000000002 0.10161500000000002 0.14699000000000004 0.089370000000000019 -0.13513499999999998 0.081180000000000016 -0.014169999999999999 -0.07928499999999998 -0.13740499999999997 0.024315000000000003 -0.054324999999999991 0.11941000000000002 0.13971500000000001 -0.10863999999999999 0.0017200000000000002 0.087660000000000016 0.080190000000000011 -0.033449999999999987 -0.059354999999999991 0.089305000000000009 -0.0048199999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 -1 8 -5 -8 -3 13 -10 18 -2 -6 17 16 -15 19 20 -9 -12
right_child=2 5 -4 6 9 -7 7 14 10 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00090010854921924533 0.00040526555082757098 0.00045758843034629141 -6.3799637439892418e-05 0.00047312829485524104 0.00058891176841836324 0.00036550755428293389 0.00048491936552123762 0.00077336924276887736 0.00045239748344365734 0.00056387786610329928 0.00070710773078302579 0.00051822395722744266 0.00018804154716236965 0.00075583899980873363 0.00060296619679957135 0.00059180138829305242 0.00062447918356583847 0.00088099469904931698 0.00076510986166300357 0.00063427650840092208 0.0005631312642178231
leaf_weight=99 100 102 65 86 74 67 64 67 52 79 52 75 54 790 82 52 81 52 103 55 56
leaf_count=99 100 102 65 86 74 67 64 67 52 79 52 75 54 790 82 52 81 52 103 55 56
internal_value=0 0.000666037 0.000212483 0.000701944 0.00072841 0.000553998 0.000625261 0.000666036 0.00058262 0.00071258 0.000620248 0.000650643 0.000329325 0.000724327 0.000711178 0.000735146 0.000743663 0.000761972 0.000697544 0.000710952 0.000632779
internal_weight=0 2088 219 1581 1175 507 406 320 440 1076 338 286 154 997 256 923 871 174 211 122 108
internal_count=2307 2088 219 1581 1175 507 406 320 440 1076 338 286 154 997 256 923 871 174 211 122 108
is_linear=0
shrinkage=0.0032998


Tree=8413
num_leaves=20
num_cat=0
split_feature=2 3 2 2 2 2 14 52 52 48 483 2 1213 3 403 2 51 52 1213
split_gain=5.37802 1.80553 1.0483 0.913915 0.687813 0.378561 0.257494 0.223413 0.210734 0.193978 0.179648 0.132507 0.123297 0.177345 0.163764 0.0896703 0.0640076 0.0532554 0.0332695
threshold=0.12051500000000002 -0.026769999999999999 0.15630500000000003 -1.0000000180025095e-35 0.10272000000000002 0.10161500000000002 0.023790000000000002 -0.059354999999999991 -0.040589999999999994 0.084620000000000015 -1.0000000180025095e-35 0.11280000000000003 0.060985000000000004 -0.12077499999999998 -0.121015 0.13538500000000001 -1.0000000180025095e-35 -0.0065299999999999993 0.11395000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 -3 9 6 10 -6 -2 17 -1 16 13 -12 -15 -10 -7 -5 -14
right_child=2 3 -4 4 7 11 -8 -9 15 -11 12 -13 18 14 -16 -17 -18 -19 -20
leaf_value=0.0010925680422958235 0.0006615503744438144 0.00041727237334027802 2.4972266261082485e-05 0.0010641250461651346 0.00047518407303424339 0.0008472053284805975 0.0011922263712514443 0.00073752238212135529 0.00053304159282036609 0.00076139158930795491 0.00077692898667616869 0.0009418437077748339 0.0010867653307327651 0.00083131534847487136 0.00095807882063773432 0.00035198800152540574 0.00070859917797744568 0.00091989842174147989 0.00097118715525258627
leaf_weight=96 65 97 66 61 70 65 52 74 53 62 79 67 78 132 899 73 98 64 56
leaf_count=96 65 97 66 61 70 65 52 74 53 62 79 67 78 132 899 73 98 64 56
internal_value=0 0.000890688 0.00038405 0.000699726 0.000782392 0.000941056 0.000961689 0.000610241 0.000507945 0.000914769 0.000952717 0.000816022 0.000941896 0.000930175 0.000941883 0.000428425 0.000764088 0.000990563 0.00103873
internal_weight=0 2050 257 428 331 1622 1392 144 191 187 1340 230 1244 1110 1031 126 163 125 134
internal_count=2307 2050 257 428 331 1622 1392 144 191 187 1340 230 1244 1110 1031 126 163 125 134
is_linear=0
shrinkage=0.0032998


Tree=8414
num_leaves=14
num_cat=0
split_feature=4 123 14 13 4 12 4 52 52 12 12 13 4
split_gain=4.92267 1.25494 0.565161 0.449869 0.419279 0.366988 0.256651 0.221652 0.298471 0.134572 0.125005 0.122617 0.0972003
threshold=0.40124500000000002 0.081180000000000016 0.076175000000000007 -0.15310499999999996 0.59999500000000017 0.11769500000000001 -0.50388999999999984 -0.034054999999999995 -0.092264999999999986 -0.08947999999999999 -0.040564999999999997 -0.083739999999999995 0.45363500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 -5 8 -8 -3 -2 -9 -12
right_child=4 9 -4 5 -6 -7 7 11 -10 -11 12 -13 -14
leaf_value=0.00056714546203219486 0.00026915051927934794 0.00061084098829297705 0.0011311879434129214 0.0010237583256788589 4.9518868391428965e-05 0.00060183565708276136 0.00082398577028616282 0.00090583934332897069 0.00063907230647888098 0.00039128094586476854 0.00035357619252952198 0.00083162108519356504 0.00055464966828045576
leaf_weight=75 69 56 66 80 55 75 317 364 139 70 56 833 52
leaf_count=75 69 56 66 80 55 75 317 364 139 70 56 833 52
internal_value=0 0.000808986 0.000829646 0.000819058 0.000301908 0.000829488 0.00083932 0.000830373 0.000767697 0.000489143 0.000380135 0.00085422 0.000450716
internal_weight=0 2075 1949 1883 232 1808 1733 1653 456 126 177 1197 108
internal_count=2307 2075 1949 1883 232 1808 1733 1653 456 126 177 1197 108
is_linear=0
shrinkage=0.0032998


Tree=8415
num_leaves=22
num_cat=0
split_feature=4 2 12 2 47 4 11 11 2 12 4 2 4 157 1456 52 1210 12 15 12 12
split_gain=7.21776 3.10414 1.95051 0.751943 0.639439 0.725407 0.461123 0.556709 0.414398 0.259035 0.235491 0.176871 0.137825 0.164917 0.127177 0.0722161 0.0584261 0.0654051 0.0468094 0.0369481 0.0194904
threshold=0.30163500000000004 0.14234000000000005 0.054520000000000006 0.13673000000000005 0.077555000000000013 -0.17689999999999997 1.0000000180025095e-35 0.082485000000000017 0.10672500000000001 0.090175000000000019 -9.4999999999999992e-05 1.0000000180025095e-35 0.0015850000000000003 -0.061169999999999995 -0.081149999999999986 0.095040000000000027 -0.063274999999999984 0.083885000000000015 -0.41309499999999993 0.10266500000000002 0.094760000000000011
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 2 4 11 5 -1 9 -8 10 14 -7 -2 13 -11 -4 -15 -16 -18 -13 20 -14
right_child=3 -3 6 -5 -6 8 7 -9 -10 12 -12 18 19 15 16 -17 17 -19 -20 -21 -22
leaf_value=0.00095451624886646095 0.00028029248477531854 0.00019694263252540144 0.0011289531344842766 1.1806486074117431e-05 0.00096896813315937996 0.00052646231844367757 0.0014256217252519674 0.00098072581350868489 0.00032190827604551125 0.00075774558594194686 0.00077729077956125239 0.00057131068610540242 0.00081417443898161839 0.00098578612143645095 0.001075555464350301 0.00089790698074373879 0.00088196727256362423 0.00098541709536217209 0.0004272362292347063 0.00076243829282916136 0.00090881742904388855
leaf_weight=61 67 67 75 72 79 96 52 77 64 53 73 52 56 316 72 170 85 514 53 66 67
leaf_count=61 67 67 75 72 79 96 52 77 64 53 73 52 56 316 72 170 85 514 53 66 67
internal_value=0 0.000896134 0.000919824 0.000295439 0.000704557 0.000633387 0.000969892 0.00116034 0.000549164 0.000953201 0.000635017 0.000413964 0.000908372 0.000935777 0.000996902 0.000955119 0.00098209 0.000970796 0.000498923 0.000830031 0.000866014
internal_weight=0 2043 1976 244 373 294 1603 129 233 1474 169 172 728 539 746 486 671 599 105 189 123
internal_count=2287 2043 1976 244 373 294 1603 129 233 1474 169 172 728 539 746 486 671 599 105 189 123
is_linear=0
shrinkage=0.0032998


Tree=8416
num_leaves=24
num_cat=0
split_feature=4 12 13 133 12 41 4 0 0 0 12 12 4 4 16 157 4 483 1429 16 0 13 4
split_gain=8.24708 3.30372 0.838182 0.813703 0.716984 0.676282 0.417335 0.38856 0.362386 0.323579 0.254886 0.251299 0.196617 0.153388 0.140408 0.107107 0.0793904 0.0727795 0.0972652 0.0734096 0.0437469 0.0335539 0.0352854
threshold=0.30163500000000004 0.054520000000000006 -0.00038499999999999998 -1.0000000180025095e-35 0.11844 1.0000000180025095e-35 0.59999500000000017 -0.10264999999999998 -0.023359999999999995 -0.22984499999999997 0.089885000000000007 -0.088294999999999985 0.0015850000000000003 0.50230500000000011 -0.53870999999999991 -0.076119999999999979 -0.078454999999999983 0.049115000000000006 0.083870000000000014 -0.0098949999999999975 -0.089594999999999994 -0.017484999999999997 0.05864500000000001
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=1 2 3 -1 5 10 13 9 -9 -4 17 -5 15 14 -2 -12 -17 18 19 -3 -19 22 -14
right_child=6 4 7 11 -6 -7 -8 8 -10 -11 12 -13 21 -15 -16 16 -18 20 -20 -21 -22 -23 -24
leaf_value=0.0010138580980520045 0.00055513635526006368 0.0011948083225125693 0.0010050755355813122 0.00068472150106397417 0.00086166960803819924 0.0015067874565959372 0.00018769979482803059 0.0013021892944900376 0.00091942303588541134 0.00064087455200320426 0.00099761719760114629 0.00040130593466244268 0.0011112949454259095 0.0006263090040048748 0.00031366989728247584 0.0012096616060471529 0.0011232726759808607 0.001355035619350472 0.0013114459118134204 0.0011006302803774405 0.0012107471069102219 0.00093651513143001039 0.00098451001485325845
leaf_weight=53 54 434 54 64 86 64 53 53 57 54 53 75 56 84 53 214 311 56 67 129 53 52 58
leaf_count=53 54 434 54 64 86 64 53 53 57 54 53 75 56 84 53 214 311 56 67 129 53 52 58
internal_value=0 0.00108993 0.000824806 0.000665235 0.00115647 0.00117284 0.00044781 0.000965184 0.00110417 0.000823301 0.0011584 0.000532053 0.00111463 0.000519803 0.000435861 0.00114386 0.00115855 0.00120242 0.00118804 0.00117329 0.0012852 0.00101267 0.0010471
internal_weight=0 2043 410 192 1633 1547 244 218 110 108 1483 139 744 191 107 578 525 739 630 563 109 166 114
internal_count=2287 2043 410 192 1633 1547 244 218 110 108 1483 139 744 191 107 578 525 739 630 563 109 166 114
is_linear=0
shrinkage=0.0032998


Tree=8417
num_leaves=19
num_cat=0
split_feature=1 3 11 1 3 4 13 50 4 51 51 156 481 50 4 51 42 43
split_gain=0.48774 0.309325 0.147418 0.14523 0.127868 0.192077 0.106058 0.0889252 0.0738586 0.0709548 0.0864553 0.0701999 0.101709 0.0729226 0.0640118 0.0576483 0.0533865 0.045112
threshold=0.096300000000000011 -0.036004999999999988 1.0000000180025095e-35 0.14668500000000004 0.077930000000000013 0.00025000000000000006 -0.011494999999999998 0.12170000000000002 -0.052894999999999991 0.093530000000000016 1.0000000180025095e-35 0.087205000000000019 -0.087234999999999993 0.089915000000000009 0.41345000000000004 -0.097374999999999975 0.09087000000000002 -0.041534999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 7 4 6 -6 -3 9 -2 10 11 12 -1 -14 -7 -13 17 -10
right_child=1 3 -4 -5 5 14 -8 -9 16 -11 -12 15 13 -15 -16 -17 -18 -19
leaf_value=0.0049617647371652295 0.014947181716284112 0.0045232489299572394 0.018891387784842908 -0.0049937017378610766 0.015968023430430286 -0.00042365094152176384 -0.0047411642438519959 0.0047432484279292713 0.015018361497677487 0.016311955315204206 0.0061263764883416113 0.012113649797037414 0.013167505126688763 0.0091012737092582563 0.007778795018669701 0.0056401611728071873 0.0057516870887349865 0.0081389160137991662
leaf_weight=52 82 93 83 52 55 53 56 53 52 95 81 71 970 147 54 90 88 60
leaf_count=52 82 93 83 52 55 53 56 53 52 95 81 71 970 147 54 90 88 60
internal_value=0 0.00647725 0.0119462 0.00322185 0.00460129 0.00787557 0.00102926 0.0115753 0.0106613 0.0118146 0.0115105 0.011837 0.0122942 0.012634 0.00369911 0.00850609 0.00889516 0.011349
internal_weight=0 645 1642 363 311 162 149 1559 282 1506 1411 1330 1169 1117 107 161 200 112
internal_count=2287 645 1642 363 311 162 149 1559 282 1506 1411 1330 1169 1117 107 161 200 112
is_linear=0
shrinkage=0.16829


Tree=8418
num_leaves=17
num_cat=0
split_feature=9 2 14 2 39 2 52 1446 51 43 51 16 16 15 15 12
split_gain=0.321053 0.227802 0.173294 0.122121 0.110137 0.102934 0.102303 0.0902012 0.079624 0.0632404 0.0631941 0.0609855 0.0666768 0.101739 0.0638006 0.0412697
threshold=-1.0000000180025095e-35 0.099325000000000011 0.054835000000000009 -0.13811499999999996 1.0000000180025095e-35 0.14271500000000001 0.12469000000000001 0.092750000000000013 0.092235000000000011 -0.049364999999999992 0.11548000000000001 0.51222500000000004 -0.0024749999999999993 -0.065599999999999978 -0.087404999999999983 0.086700000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 8 10 11 -7 15 12 14 -14 -3 -5
right_child=1 5 -4 4 -6 9 -8 -9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0028019947173363725 0.0018443117876795808 0.0050594426155756494 0.018926878676158762 0.010944603064729079 0.017394890143624015 0.0061167684150390004 0.012685080391125913 0.016463874433606775 9.2330016565821e-05 -0.0016611407648285911 0.0040253860034957702 0.011308071221399336 0.0075690269787487526 -0.0024822542918992779 0.011129041952667545 0.0089506928645302387
leaf_weight=67 54 106 61 489 56 54 86 55 52 65 59 80 60 54 94 795
leaf_count=67 54 106 61 489 56 54 86 55 52 65 59 80 60 54 94 795
internal_value=0 0.00900178 0.0101018 0.00974364 0.0100358 0.00634779 0.00734978 0.00973971 0.00631697 0.00185323 0.009463 0.00713393 0.00606474 0.00279213 0.00792114 0.00971146
internal_weight=0 2220 1569 1508 1454 651 532 1398 446 119 1343 394 314 114 200 1284
internal_count=2287 2220 1569 1508 1454 651 532 1398 446 119 1343 394 314 114 200 1284
is_linear=0
shrinkage=0.16829


Tree=8419
num_leaves=14
num_cat=0
split_feature=4 3 39 11 12 3 16 14 42 3 12 4 16
split_gain=5.32639 1.86468 1.58838 0.606653 0.657879 0.371264 0.303048 0.364944 0.229507 0.223032 0.20178 0.151179 0.0923349
threshold=0.30163500000000004 0.11191000000000002 0.082470000000000016 1.0000000180025095e-35 0.093765000000000015 -0.12595999999999999 -0.54057999999999995 -0.42214499999999994 0.12160000000000001 -0.015259999999999998 -0.073474999999999985 0.08734500000000002 -0.0101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -2 -8 11 -4 -9 12 -7
right_child=6 -3 9 4 -6 8 7 10 -10 -11 -12 -13 -14
leaf_value=0.00055549925329097358 0.00049643582389362318 0.00035653851381944749 0.00033257839265563016 0.0012758307105698963 0.0008070054532635188 0.00087799444868362551 0.0004369528201659929 -2.730878269485826e-05 0.000644926078679418 0.0005950332287680849 0.00023471436602198989 0.00072264740227848514 0.00082123314146437612
leaf_weight=52 56 99 56 73 60 925 58 56 64 99 74 100 515
leaf_count=52 56 99 56 73 60 925 58 56 64 99 74 100 515
internal_value=0 0.000798928 0.000821438 0.00084923 0.0010646 0.000831912 0.000282863 0.000219058 0.000840851 0.000500438 0.000121572 0.000848971 0.000857719
internal_weight=0 2043 1944 1789 133 1656 244 188 1604 155 130 1540 1440
internal_count=2287 2043 1944 1789 133 1656 244 188 1604 155 130 1540 1440
is_linear=0
shrinkage=0.0032998


Tree=8420
num_leaves=22
num_cat=0
split_feature=1 16 159 39 1 16 1 48 13 1209 475 1429 1 49 1 13 474 16 16 16 1
split_gain=6.96504 1.23755 0.644358 0.608311 0.510983 0.442502 0.314944 0.206037 0.171996 0.161726 0.166831 0.188331 0.143483 0.142596 0.225686 0.13044 0.113536 0.0713214 0.0636358 0.00799916 0.00667915
threshold=0.10439500000000002 0.12292000000000002 -1.0000000180025095e-35 0.081875000000000017 0.12450500000000002 -0.026164999999999997 0.11323000000000001 0.088875000000000023 -0.016999999999999998 0.087660000000000016 -0.084169999999999981 0.057970000000000008 0.11846000000000002 0.091235000000000011 0.089710000000000026 -0.014114999999999997 0.083455000000000015 -0.078654999999999989 0.25032500000000008 -0.0070899999999999991 0.14039500000000002
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 -2 7 5 6 -4 9 20 10 16 13 -3 14 -12 19 -1 -11 -15 -9 -6
right_child=1 12 4 -5 8 -7 -8 15 -10 17 11 -13 -14 18 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00098152077936859185 0.00078747734222390728 0.00094903420157460539 0.00078575557938811405 0.00070570566694027627 0.00020418395496794929 0.00027748439304390638 0.00046492762603105758 0.00098194543846797863 0.00040749841865046765 0.00095028563452430824 0.001033327744934448 0.00081435075259217633 0.00070806522805874042 0.00095197285436470045 0.00091132546036228989 0.00076636422915403826 0.0011824719188024851 0.00077734147047758221 0.00080738027304090977 0.00090643502009047424 0.00014750609983334915
leaf_weight=52 52 59 62 98 53 64 74 56 53 56 839 69 53 99 213 80 87 56 57 52 53
leaf_count=52 52 59 62 98 53 64 74 56 53 56 839 69 53 99 213 80 87 56 57 52 53
internal_value=0 0.000527473 0.000443498 0.000959871 0.000393576 0.000504755 0.000611446 0.000974366 0.000253506 0.000987221 0.000996932 0.000984864 0.000835319 0.000994574 0.00100866 0.000869698 0.00110755 0.000864128 0.000899367 0.000945915 0.000176177
internal_weight=0 523 411 1814 359 200 136 1716 159 1528 1416 1277 112 1208 1052 188 139 112 156 108 106
internal_count=2337 523 411 1814 359 200 136 1716 159 1528 1416 1277 112 1208 1052 188 139 112 156 108 106
is_linear=0
shrinkage=0.0032998


Tree=8421
num_leaves=24
num_cat=0
split_feature=3 15 1213 0 1 484 158 3 0 3 3 15 1446 0 0 3 403 1211 15 3 3 15 3
split_gain=0.30532 0.144464 0.169412 0.101344 0.0956185 0.173128 0.105098 0.0881225 0.0994449 0.111383 0.08458 0.0584542 0.0541106 0.0505465 0.0702897 0.053068 0.046122 0.0460794 0.0448148 0.042031 0.0365411 0.0180795 0.005366
threshold=0.31343500000000007 0.083185000000000023 -0.0096849999999999974 -0.086284999999999987 0.089475000000000013 -0.0048499999999999993 0.080150000000000013 0.096440000000000012 -0.11796999999999999 -0.010299999999999998 -0.085784999999999986 0.101705 0.087090000000000015 -0.087614999999999985 -0.089964999999999976 -0.09132499999999999 0.083830000000000002 0.092860000000000012 0.11614000000000001 -0.081509999999999985 -0.083914999999999976 0.087505000000000013 -0.067094999999999988
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=1 2 -1 10 6 -6 12 8 -7 -10 -3 16 13 14 -4 -15 17 19 -13 20 -5 -12 -20
right_child=-2 3 4 11 5 7 -8 -9 9 -11 21 18 -14 15 -16 -17 -18 -19 22 -21 -22 -23 -24
leaf_value=-0.000468094787477549 -0.0020441603181082456 0.018111493529653303 0.0082819001276225636 0.0099789226493855188 0.013678311448798742 -0.00061143088015796587 0.014380855063598551 0.0097398576440170231 0.0069378885938469748 -0.00034770343246341413 0.0086919454487473392 0.0028195661698466354 0.0030786013652678878 0.0064965932688510466 0.0013127164347342441 0.011258625008762119 0.0062794229058372912 0.015481038442964579 0.0071041891302742726 0.013480915782738278 0.0048782766333427211 0.012990101879082111 0.0096902018189860151
leaf_weight=77 85 70 191 194 75 100 89 94 278 75 65 66 55 93 53 251 81 52 54 77 52 55 55
leaf_count=77 85 70 191 194 75 100 89 94 278 75 65 66 55 93 53 251 81 52 54 77 52 55 55
internal_value=0 0.00821383 0.0071884 0.00999895 0.00762514 0.00608188 0.00893404 0.00503704 0.00405722 0.00538487 0.0134254 0.00896436 0.00817733 0.0086512 0.00677547 0.00997644 0.00997466 0.010768 0.00632155 0.0100037 0.00890804 0.0106769 0.00842554
internal_weight=0 2252 1431 821 1354 622 732 547 453 353 190 631 643 588 244 344 456 375 175 323 246 120 109
internal_count=2337 2252 1431 821 1354 622 732 547 453 353 190 631 643 588 244 344 456 375 175 323 246 120 109
is_linear=0
shrinkage=0.16829


Tree=8422
num_leaves=26
num_cat=0
split_feature=1 2 30 123 51 0 0 2 2 150 160 160 1429 0 400 2 2 160 2 403 1 401 160 131 403
split_gain=8.13563 1.26403 1.55698 0.886833 0.715487 0.484841 0.493124 0.457948 0.332339 0.153017 0.144317 0.220781 0.126567 0.111787 0.0945596 0.0710338 0.162992 0.128081 0.0767578 0.0595102 0.064537 0.0629094 0.0532749 0.0519478 0.0492321
threshold=0.10439500000000002 0.12015500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.086430000000000021 -0.11912999999999999 -0.034179999999999995 0.090000000000000011 0.14870000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.10396000000000001 0.084770000000000012 -0.13010499999999997 -0.064794999999999978 0.10136500000000002 0.12131500000000002 -0.071719999999999992 0.094955000000000025 0.07955000000000001 0.091275000000000009 0.085900000000000018 -0.019794999999999997 0.089305000000000009 -0.085404999999999981
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 5 7 8 -2 23 12 -3 10 15 -12 13 -1 24 17 22 -9 -19 20 -16 -21 -17 -7 -15
right_child=1 4 -4 -5 -6 6 -8 9 -10 -11 11 -13 -14 14 19 16 -18 18 -20 21 -22 -23 -24 -25 -26
leaf_value=0.0014479774597283485 0.00082659093909237839 0.00059194232739581991 0.00039533129756617766 0.0008905109688280504 0.00089768948806878701 0.0013423078117782213 0.00090577708192568366 0.0010508342406590787 0.00026563603657409242 0.0010380001526562354 0.0014429805070913381 0.0011723981151944079 0.0011584059734581619 0.0013322452936583786 0.0013299870950662222 0.0013845844486150847 0.001076940585102813 0.0012628539384390691 0.0011166481266452917 0.0011459684538887224 0.0012478778077170236 0.0013113685481597034 0.0012478780913565434 0.0011843832878532033 0.0014885814974438679
leaf_weight=78 98 80 53 70 55 52 72 91 60 58 73 64 57 52 552 52 54 112 70 59 150 54 116 53 52
leaf_count=78 98 80 53 70 55 52 72 91 60 58 73 64 57 52 552 52 54 112 70 59 150 54 116 53 52
internal_value=0 0.000789025 0.000914292 0.00125637 0.000578138 0.00101418 0.00111785 0.00127104 0.000452348 0.00120434 0.00121955 0.00131683 0.00131467 0.00132357 0.00131297 0.00119255 0.00123864 0.00115495 0.00120681 0.00130045 0.00131249 0.00122532 0.0012904 0.00126293 0.00141075
internal_weight=0 523 328 1814 195 275 177 1744 140 690 632 137 1054 997 919 495 222 273 182 815 702 113 168 105 104
internal_count=2337 523 328 1814 195 275 177 1744 140 690 632 137 1054 997 919 495 222 273 182 815 702 113 168 105 104
is_linear=0
shrinkage=0.0032998


Tree=8423
num_leaves=24
num_cat=0
split_feature=3 39 12 12 43 151 0 43 0 0 43 0 3 3 48 42 43 39 42 475 52 52 13
split_gain=6.09066 3.19361 0.864689 0.579527 0.535142 0.396632 0.277923 0.273047 0.236121 0.230216 0.313804 0.213305 0.257883 0.246681 0.18725 0.172659 0.133678 0.122852 0.105246 0.10069 0.0800161 0.0740521 0.0526424
threshold=0.30112000000000005 0.081875000000000017 0.054520000000000006 0.099815000000000015 -0.049364999999999992 -0.024429999999999997 -0.037794999999999995 -0.097279999999999991 0.047740000000000012 -0.078964999999999994 -0.095564999999999983 -0.097074999999999981 -0.12595999999999999 -0.080914999999999987 0.078910000000000022 0.086700000000000013 -0.071349999999999983 0.087735000000000021 0.087905000000000025 -0.081364999999999979 -0.013014999999999999 0.061255000000000011 -0.006474999999999999
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=1 2 5 9 7 -1 16 -3 14 11 -11 12 -4 -14 -7 22 -5 -9 -17 -12 -21 -18 -13
right_child=-2 4 3 6 -6 8 -8 17 -10 10 19 15 13 -15 -16 18 21 -19 -20 20 -22 -23 -24
leaf_value=0.00057383493106099952 7.4151771257424342e-05 0.00069834289285167607 0.0011135685312596143 0.001012951011738336 0.00085418528985411774 0.000709311667289761 0.00064046116576443055 0.00054145281451301725 0.0010587912554654568 0.00071020050822043917 0.001116494078569272 0.0011278064808803304 0.0006758696490450414 0.00098522904566779117 0.00093349758732149193 0.00089360224099967916 0.0007864883696138441 0.0003451575057322141 0.0010404240490285955 0.00086976918778867865 0.00099842163930508976 0.00092772475900717655 0.0010462810512035226
leaf_weight=69 98 52 62 87 57 101 53 57 52 53 57 372 52 64 71 74 95 94 238 82 184 80 133
leaf_count=69 98 52 62 87 57 101 53 57 52 53 57 372 52 64 71 74 95 94 238 82 184 80 133
internal_value=0 0.000914989 0.000960187 0.000989026 0.00057083 0.000794117 0.000860671 0.000491093 0.000861814 0.00101849 0.000947918 0.00104513 0.000939953 0.000846854 0.000802058 0.001068 0.000905082 0.000419489 0.00100571 0.000986815 0.000958894 0.000851255 0.00110641
internal_weight=0 2239 1979 1686 260 293 315 203 224 1371 376 995 178 116 172 817 262 151 312 323 266 175 505
internal_count=2337 2239 1979 1686 260 293 315 203 224 1371 376 995 178 116 172 817 262 151 312 323 266 175 505
is_linear=0
shrinkage=0.0032998


Tree=8424
num_leaves=20
num_cat=0
split_feature=15 43 1211 12 43 160 49 15 51 15 49 1454 1209 12 43 15 12 43 15
split_gain=0.156105 0.0963815 0.102557 0.077115 0.191612 0.125274 0.102884 0.174927 0.0980327 0.0931282 0.0919265 0.0995668 0.0955838 0.0748446 0.0672695 0.0618859 0.0608388 0.0491965 0.0202632
threshold=-0.2987999999999999 0.085460000000000022 0.087635000000000005 0.083425000000000013 -0.09583499999999999 1.0000000180025095e-35 0.087055000000000007 -0.087984999999999994 0.09678500000000001 -0.077134999999999995 -0.047749999999999994 1.0000000180025095e-35 0.087660000000000016 -0.085719999999999977 -0.087574999999999986 -0.079359999999999986 0.099815000000000015 0.20019500000000004 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 -2 6 7 -6 10 -7 14 12 -12 -1 -5 -10 17 -3 -15
right_child=1 16 -4 8 5 9 -8 -9 15 -11 11 -13 -14 18 -16 -17 -18 -19 -20
leaf_value=-0.001461783382982629 0.014491993092955858 0.017856909274634767 0.013576714565875288 0.0080927312233406521 0.013054218442700488 0.0051032996565928464 -0.0033944664852281893 0.0021027968813982249 0.0074939639385929457 0.014112348537336779 0.010142632532782692 0.0030160797697116369 0.0043720807698057291 0.003732906362247631 -0.0002450886819034646 -0.00068787146246073838 0.0080435789394696644 0.011146494337706219 0.0082094798494147612
leaf_weight=63 65 56 89 57 52 76 60 204 52 58 967 69 90 69 52 52 79 75 52
leaf_count=63 65 56 89 57 52 76 60 204 52 58 967 69 90 69 52 52 79 75 52
internal_value=0 0.00834285 0.00796982 0.00769969 0.00593759 0.00469796 0.00286115 0.00433432 0.00837608 0.00901615 0.00879486 0.00924788 0.00965299 0.00321941 0.00409857 0.00338577 0.0117858 0.0140288 0.00567157
internal_weight=0 2153 1943 1854 515 450 316 256 1339 134 1235 1126 1057 184 109 104 210 131 121
internal_count=2337 2153 1943 1854 515 450 316 256 1339 134 1235 1126 1057 184 109 104 210 131 121
is_linear=0
shrinkage=0.16829


Tree=8425
num_leaves=23
num_cat=0
split_feature=4 2 123 2 2 12 4 13 42 15 12 4 133 12 13 158 13 475 16 133 13 2
split_gain=7.83679 3.09897 1.1167 0.879628 0.860772 0.52734 0.344329 0.301714 0.370308 0.337765 0.417163 0.330089 0.159051 0.12879 0.108662 0.08334 0.11155 0.0891056 0.0675596 0.0661009 0.0508351 0.0414954
threshold=0.30163500000000004 0.10981000000000002 1.0000000180025095e-35 0.14019000000000004 0.14271500000000001 0.087495000000000003 0.053255000000000004 -0.078734999999999986 -1.0000000180025095e-35 0.03981500000000001 0.088545000000000013 -0.35136499999999998 0.078935000000000019 -0.040564999999999997 0.0043500000000000006 0.084475000000000008 -0.097984999999999989 -0.085359999999999978 -0.083479999999999985 -0.0076199999999999992 -0.011494999999999998 0.090000000000000011
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 2 6 13 5 -3 7 15 18 11 -11 -10 21 -2 -7 16 -1 -18 20 -20 -9 -8
right_child=3 4 -4 -5 -6 14 12 8 9 10 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23
leaf_value=0.0017446871504510158 0.00085088158914870362 0.0010557067629179272 0.0011566283696003337 0.00049700622632536007 0.00082946037804194884 0.0014414540014754112 0.0015073583034527836 0.0017170262242960017 0.0015341433764387389 0.0017975286254961671 0.0014451726925015936 0.0012769128216903029 0.0012350891641044776 0.0010290811481005382 0.0012455630560463539 0.0014843505645329047 0.0014599342853428713 0.0016130033128069203 0.0014809329310494423 0.0015857652788672963 0.0015820331013416135 0.0013769668244064074
leaf_weight=69 84 98 95 63 71 93 78 55 81 52 134 179 54 103 52 67 52 415 138 166 110 56
leaf_count=69 84 98 95 63 71 93 78 55 81 52 134 179 54 103 52 67 52 415 138 166 110 56
internal_value=0 0.00145356 0.00150636 0.000835405 0.00115058 0.00124426 0.00152582 0.00154253 0.00150412 0.00143512 0.00154387 0.00135719 0.00139069 0.000949223 0.00137145 0.00160075 0.00161524 0.00159603 0.00156966 0.00153829 0.00162724 0.00145313
internal_weight=0 2115 1801 250 314 243 1706 1518 915 446 186 260 188 187 145 603 536 467 469 304 165 134
internal_count=2365 2115 1801 250 314 243 1706 1518 915 446 186 260 188 187 145 603 536 467 469 304 165 134
is_linear=0
shrinkage=0.0032998


Tree=8426
num_leaves=17
num_cat=0
split_feature=1 2 9 47 1 1 151 402 402 402 41 51 1 1 2 2
split_gain=0.557726 0.179161 0.234483 0.124783 0.111517 0.0857019 0.0782105 0.0649157 0.148483 0.0688435 0.0656474 0.0566709 0.0364078 0.0247937 0.0202014 0.0194002
threshold=0.14262000000000002 0.11018500000000002 -1.0000000180025095e-35 0.085505000000000012 0.11000000000000001 0.10658000000000002 -0.0033899999999999994 0.090075000000000002 0.083730000000000013 0.10565000000000001 0.077565000000000009 0.12200500000000002 0.11969500000000001 0.11762000000000002 0.11626500000000002 0.084095000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 14 -7 8 10 -9 11 -4 -6 -8 -3 -11
right_child=-2 3 4 -5 12 6 13 9 -10 15 -12 -13 -14 -15 -16 -17
leaf_value=-0.0019895155092238999 -0.0063680540471180765 0.0081340850650074292 0.0081731533268285337 0.011822317330551271 0.017532697656251695 0.0062410955736079557 -0.0042924050515575074 0.016922428779468156 0.00043632374895992854 0.011927264469478041 0.013981826607826127 0.013886447138911184 0.011080029332758279 0.00057529385114299457 0.0044605285270050612 0.0074017555807559315
leaf_weight=57 80 78 1366 60 52 52 53 52 66 52 63 52 52 66 101 63
leaf_count=57 80 78 1366 60 52 52 53 52 66 52 63 52 52 66 101 63
internal_value=0 0.00791524 0.00861323 0.0047188 0.00894665 0.00349593 0.000789526 0.00861934 0.00827516 0.0117969 0.00862328 0.00838393 0.0143236 -0.00157758 0.00607133 0.0094637
internal_weight=0 2285 1875 410 1818 350 171 1714 1547 167 1481 1418 104 119 179 115
internal_count=2365 2285 1875 410 1818 350 171 1714 1547 167 1481 1418 104 119 179 115
is_linear=0
shrinkage=0.16829


Tree=8427
num_leaves=17
num_cat=0
split_feature=1 2 9 3 14 3 151 49 52 3 52 150 49 13 1 131
split_gain=0.386029 0.130926 0.1709 0.127772 0.126977 0.123397 0.18267 0.119586 0.106439 0.100004 0.103362 0.0697178 0.0797146 0.0825966 0.0620078 0.0474676
threshold=0.14262000000000002 0.099675000000000014 -1.0000000180025095e-35 -0.10468499999999999 -0.072219999999999993 0.092330000000000009 0.0044600000000000013 0.12552000000000005 -0.091784999999999992 -0.038414999999999998 -0.021489999999999995 0.092390000000000014 -0.0073549999999999996 -0.074219999999999994 0.10234000000000001 0.081165000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 6 9 11 -3 14 -11 12 -6 -14 15 -4
right_child=-2 3 5 4 7 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0016547002466076113 -0.0052963753854200343 0.0048973503256853771 0.0064036697996766147 0.013021480003135267 0.012437582688206873 0.00086160142315592873 0.0174778458963359 -0.0023531880451569355 -0.0047095249853761094 0.0078829071006371442 0.017441512694313294 0.00062754544816270603 0.0012164144390352492 0.0076261019045616206 0.011254701642649127 0.0091906518163454177
leaf_weight=57 80 62 1022 60 59 72 56 58 69 74 58 62 85 177 101 213
leaf_count=57 80 62 1022 60 59 72 56 58 69 74 58 62 85 177 101 213
internal_value=0 0.00658464 0.00737404 0.00451711 0.00574079 0.00769762 0.0080194 0.00474614 -0.000149045 0.00765737 0.0120965 0.00582593 0.00682438 0.00555348 0.00721742 0.00688579
internal_weight=0 2285 1653 632 501 1596 1524 441 131 1468 132 383 321 262 1336 1235
internal_count=2365 2285 1653 632 501 1596 1524 441 131 1468 132 383 321 262 1336 1235
is_linear=0
shrinkage=0.16829


Tree=8428
num_leaves=13
num_cat=0
split_feature=2 42 9 1375 4 4 0 4 11 1210 150 15
split_gain=0.247783 0.132758 0.125141 0.0917823 0.093204 0.0739155 0.141238 0.194601 0.132627 0.079957 0.0606233 0.0439159
threshold=0.14271500000000001 0.096295000000000019 -1.0000000180025095e-35 -0.13067499999999996 0.50373500000000015 -0.35136499999999998 -0.081444999999999976 -0.088499999999999981 0.079300000000000009 -0.080859999999999974 0.08926000000000002 -0.074254999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 8 9 -8 -5 -7 -11 -9
right_child=1 -3 3 4 -6 6 7 11 -10 10 -12 -13
leaf_value=-0.0017527724320556414 -0.0063168676787034288 0.0046226815858282973 -0.0011797795297968313 0.013401825004344538 5.6291993879198356e-05 0.012786962384582636 -0.0054671728971752128 0.0077168452252351057 0.0032943582211719079 0.0070679620259117056 0.0030693431696062162 0.0041024364130744072
leaf_weight=64 79 52 52 100 74 64 57 119 59 1012 122 511
leaf_count=64 79 52 52 100 74 64 57 119 59 1012 122 511
internal_value=0 -0.00196074 0.00555998 0.00577649 0.00594812 0.00616055 0.0058642 0.00393453 0.00966256 0.00696928 0.00663936 0.00478801
internal_weight=0 131 2234 2170 2118 2044 1885 687 159 1198 1134 630
internal_count=2365 131 2234 2170 2118 2044 1885 687 159 1198 1134 630
is_linear=0
shrinkage=0.16829


Tree=8429
num_leaves=19
num_cat=0
split_feature=3 2 2 2 403 131 47 151 16 403 15 15 131 16 15 49 131 403
split_gain=0.243861 0.0934123 0.0938001 0.0785821 0.0946879 0.094873 0.0889249 0.124742 0.0883959 0.112721 0.109891 0.0663212 0.0635397 0.0757147 0.0770539 0.0715185 0.059174 0.0235094
threshold=0.32329500000000005 -0.13811499999999996 -1.0000000180025095e-35 0.098365000000000022 -0.055854999999999995 0.080385000000000012 0.091680000000000011 -0.079914999999999986 -0.0058249999999999994 -1.0000000180025095e-35 -0.080419999999999978 -0.013969999999999998 0.077555000000000027 -0.083104999999999984 0.083935000000000023 -0.0094899999999999984 0.091360000000000011 -0.087809999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 -5 6 7 -6 12 -10 -11 -12 13 14 -4 -15 -14 -18
right_child=-2 2 3 4 5 -7 -8 -9 9 10 11 -13 16 15 -16 -17 17 -19
leaf_value=0.011640377640920454 -0.0057961300242571198 -0.0012750586258869474 0.0031998489975776476 -0.0024572161293646214 0.010218318711144094 -0.0028926181387981175 0.010610361183768801 0.0025494265720872817 0.014799810845508096 0.012572384944239387 0.0012041887427335421 0.0067663571769499067 0.011813347891965685 0.007823296492693442 0.0076707336593904189 0.001739298354267488 0.0074406911679825143 0.0027253160462124841
leaf_weight=52 66 79 209 77 71 54 60 400 52 65 94 176 59 63 233 431 67 57
leaf_count=52 66 79 209 77 71 54 60 400 52 65 94 176 59 63 233 431 67 57
internal_value=0 0.00456768 0.00440321 0.00461094 0.00307626 0.00380767 0.00449244 0.00370927 0.00528436 0.00748387 0.0063429 0.00483655 0.00452207 0.00395721 0.00556074 0.00251883 0.00740137 0.00528763
internal_weight=0 2299 2247 2168 662 585 531 471 1506 387 335 270 1119 936 442 494 183 124
internal_count=2365 2299 2247 2168 662 585 531 471 1506 387 335 270 1119 936 442 494 183 124
is_linear=0
shrinkage=0.16829


Tree=8430
num_leaves=17
num_cat=0
split_feature=2 15 13 13 12 39 150 3 16 13 12 2 124 151 13 16
split_gain=4.41636 1.45788 0.996104 0.480043 0.433477 0.375205 0.364769 0.463985 0.473212 0.347941 0.255498 0.120172 0.108386 0.0946289 0.0969568 0.058999
threshold=0.11378000000000001 -0.42075999999999997 -0.10099999999999999 0.059130000000000009 -0.084509999999999988 0.082810000000000009 0.082965000000000025 -0.14162499999999997 0.0039400000000000008 -0.023454999999999997 0.11628000000000001 0.14062000000000005 -0.08645499999999999 -0.085134999999999975 -0.011269999999999997 0.062365000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 5 12 15 7 8 -6 -8 13 -2 -3 -9 -15 -4
right_child=2 4 3 -5 6 -7 9 10 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.00027381844952218998 0.00022389480113206266 0.00069290710409392129 0.00060557382167724717 0.00024389978283997877 0.0012296206380316217 0.00033557136777507814 0.00079472286332925421 0.00091901313683082509 0.000835284054047273 0.00050680160145637947 0.00057632294203745649 0 0.00047920260821119752 0.00078448016981404265 0.00084456323966876096 0.00074706183760046493
leaf_weight=61 52 54 98 65 59 55 103 89 78 84 53 52 53 906 467 53
leaf_count=61 52 54 98 65 59 55 103 89 78 84 53 52 53 906 467 53
internal_value=0 0.000777023 0.000386695 0.000492089 0.000792778 0.00057023 0.00080471 0.000820438 0.00100537 0.000665578 0.000803692 0.000111725 0.000587383 0.00081191 0.000804942 0.000655468
internal_weight=0 2007 375 271 1946 206 1839 1652 137 187 1515 104 107 1462 1373 151
internal_count=2382 2007 375 271 1946 206 1839 1652 137 187 1515 104 107 1462 1373 151
is_linear=0
shrinkage=0.0032998


Tree=8431
num_leaves=18
num_cat=0
split_feature=2 10 41 14 4 4 15 14 49 1447 157 2 402 4 49 2 157
split_gain=0.21532 0.142805 0.209031 0.123319 0.104687 0.0856897 0.119455 0.0880449 0.0738657 0.061914 0.0565812 0.0845605 0.0529482 0.0481319 0.0386631 0.0427515 0.00617343
threshold=0.10859000000000001 -0.0079749999999999977 0.079395000000000007 0.062655000000000016 -0.38908499999999996 0.024315000000000003 -0.066974999999999993 -0.31455999999999995 -0.0090499999999999973 -0.086059999999999984 -0.0074399999999999996 0.11756000000000001 0.10686000000000002 0.45363500000000007 -0.062709999999999974 0.087830000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 16 10 7 -7 14 -10 -2 -12 -11 -9 15 -6 -3
right_child=5 2 -4 -5 8 6 -8 13 9 12 11 -13 -14 -15 -16 -17 -18
leaf_value=0.012731559759223122 -0.00070060331447836669 0.0085794312162702276 -0.0052770960625724622 0.013351863412278378 0.0065444052600891148 -0.0040879202710272814 -0.006084603975230132 0.0013601699410309613 0.010414910859219728 0.0053028478432479136 0.001721285013540624 0.0096195581694795852 0.0012999664440928279 0.0077383236835373015 -0.00043243219218941755 0.00099455415774890913 0.011303164118500823
leaf_weight=71 55 54 54 53 79 55 80 88 63 1176 80 75 103 55 101 80 60
leaf_count=71 55 54 54 53 79 55 80 88 63 1176 80 75 103 55 101 80 60
internal_value=0 0.00531044 0.00502042 0.00533578 0.00508715 0.00134085 -0.000591743 0.00161852 0.00473438 0.00523828 0.00390779 0.00555462 0.00498189 0.00382587 0.00212653 0.00376333 0.0100287
internal_weight=0 1894 1823 1769 1716 488 278 198 1602 1342 210 155 1279 143 260 159 114
internal_count=2382 1894 1823 1769 1716 488 278 198 1602 1342 210 155 1279 143 260 159 114
is_linear=0
shrinkage=0.16829


Tree=8432
num_leaves=18
num_cat=0
split_feature=4 123 49 14 52 160 52 49 1456 4 123 4 4 376 52 160 49
split_gain=6.5562 2.68922 1.03375 0.826657 0.579476 0.442102 0.406806 0.325299 0.209462 0.158988 0.152726 0.261895 0.150716 0.0826179 0.0460099 0.0348546 0.0217326
threshold=0.30163500000000004 0.080635000000000012 -0.020999999999999994 0.062655000000000016 -0.032354999999999988 -0.067104999999999984 -0.084674999999999986 0.11580500000000001 -0.15627999999999997 0.020345000000000005 0.084445000000000006 0.42098500000000005 -0.1075 0.083960000000000021 -0.10692499999999998 -0.041304999999999994 0.085350000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 6 -2 -1 8 -4 12 11 -7 -10 -3 -9 -6 -11
right_child=5 13 3 -5 15 10 -8 14 9 16 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0010094994801110903 0.00083699759242558561 0.00078746875365292093 0.0014315292923400139 0.0016127375105100673 0.0012243218787255314 0.00074307229293723751 0.00062718954662633263 0.0011147920736493671 0.0011344882191564138 0.0011035385426393933 0.00037769396809352122 0.00045299492092896277 0.0012460008035756027 0.00061452074868078254 0.00097137997869537666 0.0010960815306545553 0.0011811197168112365
leaf_weight=68 72 65 54 59 61 65 56 53 158 133 52 73 1153 62 59 52 87
leaf_count=68 72 65 54 59 61 65 56 53 158 133 52 73 1153 62 59 52 87
internal_value=0 0.00116956 0.00119925 0.00122694 0.000993899 0.000615946 0.000837128 0.00121351 0.00122578 0.0012185 0.000531994 0.000589881 0.00123259 0.000703315 0.00103956 0.00116562 0.00113438
internal_weight=0 2120 1993 1756 237 262 124 1697 1585 1531 190 138 1311 127 112 113 220
internal_count=2382 2120 1993 1756 237 262 124 1697 1585 1531 190 138 1311 127 112 113 220
is_linear=0
shrinkage=0.0032998


Tree=8433
num_leaves=17
num_cat=0
split_feature=2 52 4 0 3 15 15 2 11 4 3 2 2 3 0 52
split_gain=0.176943 0.122114 0.0996175 0.126353 0.191584 0.0765618 0.109554 0.0738277 0.0556186 0.124498 0.171558 0.107527 0.0813276 0.0636897 0.0779441 0.0374222
threshold=0.10859000000000001 0.12469000000000001 0.51224500000000017 -0.074754999999999988 0.0025650000000000004 -0.42075999999999997 -0.14820999999999998 0.11756000000000001 0.080150000000000013 -0.08916499999999998 0.092330000000000009 0.095620000000000011 0.083715000000000026 -0.0035149999999999995 -0.066264999999999991 -0.067394999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 -7 -5 9 11 13 12 -8 14 -11 -9
right_child=1 -3 -4 7 -6 6 8 15 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00088983968614474054 -0.0096232008279478649 0.008521268458415927 -0.0061369248814744969 0.00033192109744423567 0.0024830672900669651 0.01146597743028204 0.011654835341790187 0.0039960403181845084 0.0006492078835704507 0.0053318786864822469 -0.0045802995250694986 0.015847876327848853 0.0034141669378712643 0.010332917394311324 0.00023965930754240246 0.0097732101078419134
leaf_weight=54 58 65 53 80 102 84 60 66 73 1278 52 54 80 67 92 64
leaf_count=54 58 65 53 80 102 84 60 66 73 1278 52 54 80 67 92 64
internal_value=0 0.00172771 0.000679538 0.00166081 -0.00189423 0.00532735 0.00551078 0.00437796 0.00522489 0.00542229 0.00489732 0.00944228 0.00695872 0.00524154 0.00499123 0.00685401
internal_weight=0 488 423 370 160 1894 1840 210 1756 1683 1489 194 140 1437 1370 130
internal_count=2382 488 423 370 160 1894 1840 210 1756 1683 1489 194 140 1437 1370 130
is_linear=0
shrinkage=0.16829


Tree=8434
num_leaves=17
num_cat=0
split_feature=4 3 40 0 4 3 42 0 4 133 0 157 0 43 158 3
split_gain=6.16303 1.24455 0.64517 0.48939 0.363045 0.269629 0.249885 0.159876 0.181148 0.149777 0.139732 0.12342 0.112161 0.0870701 0.0650082 0.0453165
threshold=0.30163500000000004 0.25468500000000005 -0.075779999999999986 -0.22607999999999998 0.043850000000000007 0.13772500000000001 0.086700000000000013 0.12445000000000002 -0.17689999999999997 0.097125000000000003 -0.066849999999999979 -0.0045449999999999996 -0.098524999999999988 -0.084964999999999985 0.085620000000000016 -0.055009999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 7 6 12 8 11 14 -10 -5 -2 -1 15 -6
right_child=5 -3 3 4 9 -7 -8 -9 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00040071458947821644 0.00045580599626787906 0.0002529314327633278 0.00046681950687770766 0.001036535912757414 0.00062306481714457726 1.0325498870078519e-06 0.00011601826593982933 0.00060945964983691509 0.00079014200952649979 0.00051742224435902316 0.00067375688236978939 0.00081837909247676945 0.00024481318551083621 0.00058425073017093286 0.00080328061719950978 0.00073862850856055171
leaf_weight=53 57 59 63 53 110 63 87 57 1282 67 128 67 55 65 52 64
leaf_count=53 57 59 63 53 110 63 87 57 1282 67 128 67 55 65 52 64
internal_value=0 0.000726381 0.000739917 0.000754341 0.000763957 0.000189733 0.000249295 0.000783775 0.000790246 0.000656495 0.000779602 0.000915025 0.000352508 0.000502114 0.000697568 0.000665773
internal_weight=0 2120 2061 1943 1880 262 199 1587 1530 293 1410 120 112 118 226 174
internal_count=2382 2120 2061 1943 1880 262 199 1587 1530 293 1410 120 112 118 226 174
is_linear=0
shrinkage=0.0032998


Tree=8435
num_leaves=28
num_cat=0
split_feature=12 12 43 150 15 16 49 12 15 43 15 12 133 42 42 43 474 15 16 15 16 16 16 403 133 133 16
split_gain=4.45119 1.18723 0.710983 0.731937 0.606355 0.476584 0.368209 0.34459 0.315899 0.433652 0.264711 0.187322 0.158097 0.146843 0.11766 0.124173 0.0765757 0.111483 0.0873463 0.0872248 0.0760012 0.0718865 0.0685397 0.0663693 0.0490978 0.0482288 0.0425493
threshold=0.054520000000000006 0.13969000000000004 -0.030304999999999995 0.099590000000000026 -0.23041999999999999 0.15454000000000004 0.059705000000000001 0.088125000000000023 -0.24042999999999998 -0.095244999999999982 -0.26424499999999995 -0.08947999999999999 -0.085989999999999983 -0.08539999999999999 0.083795000000000022 -0.085154999999999995 0.10008000000000002 -0.03886499999999999 0.041625000000000002 -0.099329999999999988 -0.086874999999999994 -0.071359999999999993 -0.0074349999999999998 0.066690000000000013 -0.0036349999999999998 -0.0059799999999999992 -0.075199999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 -2 6 10 12 -1 -10 -4 -11 23 24 21 -16 17 19 -19 -15 -12 25 -17 -6 -9 -14 -26
right_child=1 -3 3 -5 7 -7 -8 13 9 11 20 -13 14 16 15 22 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28
leaf_value=0.00027287806418029872 0.00060761773277539263 0.00047182374101987015 0.00042726281704136184 0.00035028457898818408 0.00081912334385039721 0.0010016420005135528 0.00087211147767494632 0.0011059787059638424 0.00079640313086299839 0.00056211754111515865 0.00079262422165636017 0.00029599431483581134 0.0011384851105500945 0.0009521834658760001 0.0011155757851866984 0.00099849513416989813 0.0010321525534833778 0.00095461575839348031 0.00084560051445512537 0.00080967482824599406 0.00062815196834556234 0.0011925987608961417 0.000858563169507552 0.00099221975790690447 0.00090097162739082601 0.0010031508772700604 0.0010391671455697714
leaf_weight=65 54 58 59 57 53 69 88 52 52 60 54 57 57 65 88 181 53 362 112 211 81 79 54 52 52 77 60
leaf_count=65 54 58 59 57 53 69 88 52 52 60 54 57 57 65 88 181 53 362 112 211 81 79 54 52 52 77 60
internal_value=0 0.000937107 0.000614925 0.000698265 0.000953323 0.000754674 0.000694121 0.000964911 0.000469463 0.000544865 0.000613201 0.000432769 0.00102475 0.000925205 0.00104811 0.00100722 0.000906422 0.00089749 0.000928931 0.000843364 0.000694202 0.00110996 0.00096649 0.000905183 0.00101696 0.00106098 0.00097532
internal_weight=0 1720 642 408 1662 351 282 1608 234 169 194 117 641 967 536 323 803 750 474 276 135 213 235 105 164 134 112
internal_count=2362 1720 642 408 1662 351 282 1608 234 169 194 117 641 967 536 323 803 750 474 276 135 213 235 105 164 134 112
is_linear=0
shrinkage=0.0032998


Tree=8436
num_leaves=25
num_cat=0
split_feature=12 13 12 16 12 150 12 40 0 475 0 49 0 0 15 12 133 159 0 52 13 12 16 0
split_gain=2.94385 1.14162 0.77485 0.625497 0.342723 0.301162 0.249378 0.214732 0.323574 0.143322 0.139083 0.135794 0.125257 0.162442 0.287249 0.0924999 0.113636 0.111173 0.100972 0.0792965 0.0678928 0.0634422 0.0239154 0.0234171
threshold=0.054520000000000006 -0.020619999999999996 0.10266500000000002 -0.23071499999999998 0.083370000000000014 0.086730000000000015 -0.083994999999999986 -0.063404999999999989 -0.10803999999999998 -0.084169999999999981 -0.07304999999999999 -0.047749999999999994 -0.029554999999999994 -0.10566999999999999 -0.13662499999999997 0.087805000000000008 -0.006304999999999999 0.012830000000000003 -0.089704999999999993 0.087035000000000015 -0.020084999999999995 0.086620000000000016 0.10246000000000001 -0.084794999999999995
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 7 4 -4 -2 6 -3 -1 -9 22 23 -11 13 14 -8 18 19 -18 -13 -17 -12 -20 -6 -5
right_child=2 5 3 10 9 -7 12 8 -10 11 20 15 -14 -15 -16 16 17 -19 21 -21 -22 -23 -24 -25
leaf_value=0.00058839759323781743 0.0011539394234337322 0.00062571495325684031 0.00042561803024773688 0.00086186283080937065 0.00099369688812195301 0.0005660642902830615 0.0010182465390019206 0.00054994371906971285 0.00022990624776556362 0.0007871612350773934 0.00083726391172660771 0.0010725674144621022 0.00074156209885674145 0.0010551933664903566 0.00069145330636331869 0.00092339575485386228 0.00089699004784226971 0.00075200178708987643 0.00090765829025330163 0.0010560904811218106 0.00067478097171227752 0.0010086048987779442 0.0010962150614593365 0.00096970161005364595
leaf_weight=93 81 73 52 57 75 76 52 66 73 82 55 87 87 52 70 169 410 71 217 77 66 113 55 53
leaf_count=93 81 73 52 57 75 76 52 66 73 82 55 87 87 52 70 169 410 71 217 77 66 113 55 53
internal_value=0 0.000650338 0.00091243 0.000753988 0.000943609 0.000755148 0.000798068 0.000464961 0.00038212 0.000931019 0.000827754 0.000919716 0.000846139 0.000898225 0.000831031 0.000929187 0.000905965 0.000875662 0.000969588 0.000965074 0.000748928 0.000942332 0.00103734 0.000914142
internal_weight=0 642 1720 283 1437 410 334 232 139 1356 231 1226 261 174 122 1144 727 481 417 246 121 330 130 110
internal_count=2362 642 1720 283 1437 410 334 232 139 1356 231 1226 261 174 122 1144 727 481 417 246 121 330 130 110
is_linear=0
shrinkage=0.0032998


Tree=8437
num_leaves=17
num_cat=0
split_feature=1 14 34 475 1 156 15 1 131 10 1 457 1447 484 1 475
split_gain=0.259518 0.168018 0.147611 0.184852 0.13871 0.125403 0.102998 0.0903953 0.126336 0.0890842 0.0900896 0.0638171 0.0521005 0.0810931 0.0170309 0.00169806
threshold=0.12072500000000001 -0.10708499999999999 -0.021334999999999996 -0.084169999999999981 0.089625000000000024 0.087575000000000014 0.11469500000000001 0.11224000000000002 0.09172000000000001 -1.0000000180025095e-35 0.13976500000000003 0.062030000000000009 -0.085644999999999985 -0.059599999999999993 0.12986500000000004 -0.086799999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 15 12 8 11 -2 14 -6 -5 -14 -11 -4
right_child=9 2 3 4 7 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.014650637973240972 -0.0062807583817034328 0.014320048374421988 0.015145428656382817 0.010824198904351375 0.0010754532523370702 0.0046683416990781958 -0.00017610823666780765 0.0067579943929693799 0.0086644250748554273 -0.0033796895035492994 0.0068964248612180899 -0.0048166711449701407 0.0022005509528893303 0.0062866911732696561 0.00064972932499582923 0.013193728996686032
leaf_weight=58 53 52 52 61 279 64 81 104 55 52 60 64 160 1047 68 52
leaf_count=58 53 52 52 61 279 64 81 104 55 52 60 64 160 1047 68 52
internal_value=0 0.00569873 0.00544715 0.00521774 0.00473086 0.0105714 0.00562051 0.00233657 0.0011767 -0.000209701 0.00156791 -1.87141e-05 0.00599221 0.00574652 -0.00108138 0.0141869
internal_weight=0 2129 2071 2019 1851 168 1349 502 398 233 180 343 1268 1207 120 104
internal_count=2362 2129 2071 2019 1851 168 1349 502 398 233 180 343 1268 1207 120 104
is_linear=0
shrinkage=0.16829


Tree=8438
num_leaves=16
num_cat=0
split_feature=1 0 1 1429 0 150 48 15 16 160 0 1 15 4 12
split_gain=0.179599 0.150107 0.100677 0.0934122 0.146104 0.135302 0.119711 0.0794393 0.0735624 0.073532 0.0807498 0.0715566 0.0823922 0.0103717 0.0096019
threshold=0.12072500000000001 -0.019414999999999998 0.14068500000000003 0.08103500000000001 -0.23091999999999999 0.099590000000000026 -0.0046349999999999994 0.11568500000000001 -0.065564999999999984 -0.081539999999999987 -0.078454999999999983 0.11070500000000001 0.03981500000000001 -0.050564999999999992 0.088105000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 -1 6 -6 11 -2 -5 -11 12 -8 -9 -13
right_child=1 -3 -4 9 5 -7 7 13 -10 10 -12 14 -14 -15 -16
leaf_value=0.012231654844456121 0.0030369156540088378 -0.0078646216578736345 0.0081804684798855963 0.0044192644454456422 0.011446747593054014 -0.0027933080029849647 0.00292098934430396 -0.0017539994204510941 -0.0052908564032093592 0.015731577619816313 0.006819647153710251 0.010284012517062366 0.0054281312788314225 0.0015015829734461477 0.0069345807368241105
leaf_weight=65 71 55 55 87 66 77 780 59 52 54 64 54 717 52 54
leaf_count=65 71 55 55 87 66 77 780 59 52 54 64 54 717 52 54
internal_value=0 -0.000173113 0.00219338 0.00474082 0.00437494 0.00409926 0.0043981 0.00412595 -0.000469162 0.00816601 0.0109132 0.00442713 0.004123 -0.000212676 0.00862593
internal_weight=0 233 178 2129 1924 1859 1782 1716 123 205 118 1605 1497 111 108
internal_count=2362 233 178 2129 1924 1859 1782 1716 123 205 118 1605 1497 111 108
is_linear=0
shrinkage=0.16829


Tree=8439
num_leaves=24
num_cat=0
split_feature=1 3 0 16 123 0 47 16 11 3 39 42 133 3 12 16 42 12 13 0 12 133 13
split_gain=9.7576 1.45819 0.876075 0.644926 0.608818 0.50678 0.428424 0.41939 0.367674 0.348442 0.504151 0.191481 0.140459 0.184502 0.26301 0.147395 0.0943958 0.0995642 0.0807978 0.0643642 0.0294281 0.0283813 0.0238539
threshold=0.104035 -0.052614999999999995 0.04939000000000001 0.18612500000000001 1.0000000180025095e-35 -0.040094999999999992 0.10648500000000001 -0.49181999999999998 1.0000000180025095e-35 0.11745500000000002 0.088895000000000016 0.086745000000000003 -0.047229999999999987 0.094285000000000008 0.084160000000000013 -0.073309999999999986 0.090625000000000025 0.089300000000000004 -0.029529999999999997 -0.087084999999999982 0.09697500000000002 0.41423000000000004 -0.085164999999999977
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 4 -4 8 20 7 -3 11 10 -9 12 15 14 -14 18 19 -18 -1 -13 -2 -19 -21
right_child=1 6 3 -5 -6 -7 -8 9 -10 -11 -12 16 13 -15 -16 -17 17 21 -20 22 -22 -23 -24
leaf_value=0.0011267633166132962 0.00093272622954441574 0.00054254428188376183 0.00045329982979450795 0.00095662374282144268 0.00071097566782001096 0.00052399326305819583 0.00061018256693126313 0.00056989250116075277 0.0012455280775302642 7.1280427570067305e-05 0.0001548938727288898 0.00083571526872630716 0.0011942186625838527 0.00090026953160627689 0.0010480610447568691 0.00086443654743023916 0.0011459797579685353 0.0010009066651571771 0.00097762284197637104 0.0010185525678139305 0.00081375194448734178 0.00090771858170906738 0.00092358919078863884
leaf_weight=71 55 64 53 59 67 78 63 59 86 84 70 74 194 63 474 82 52 245 108 58 53 53 97
leaf_count=71 55 64 53 59 67 78 63 59 86 84 70 74 194 63 474 82 52 245 108 58 53 53 97
internal_value=0 0.000492709 0.00100262 0.000718758 0.00102105 0.0007278 0.000363997 0.000307878 0.00103356 0.000237203 0.000344973 0.00102194 0.00105022 0.00107421 0.00109056 0.000982903 0.000973412 0.00100855 0.00103698 0.000919553 0.000874667 0.000984451 0.000959351
internal_weight=0 526 1836 112 1724 186 340 277 1657 213 129 1571 992 731 668 261 579 350 179 229 108 298 155
internal_count=2362 526 1836 112 1724 186 340 277 1657 213 129 1571 992 731 668 261 579 350 179 229 108 298 155
is_linear=0
shrinkage=0.0032998


Tree=8440
num_leaves=11
num_cat=0
split_feature=2 48 4 51 456 50 1456 1429 48 48
split_gain=0.411265 0.145716 0.215888 0.202267 0.0821023 0.0960517 0.0833919 0.110057 0.0867773 0.0375248
threshold=0.17730000000000004 0.093265000000000015 -0.5093899999999999 0.097530000000000019 0.088285000000000016 0.11564500000000001 -0.15824499999999997 0.085625000000000021 -0.083824999999999983 0.10911000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 6 -4 8 -8 -3
right_child=-2 3 4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.015993957630969405 -0.010044486467375007 0.001690498152557382 0.011591167010926823 -0.0067044443849565323 0.010400815571283096 -0.00031304405977265406 0.011931855127843068 -0.0012692732030376037 0.0049222156674422817 0.0065857829726040746
leaf_weight=52 54 98 54 70 77 99 52 79 1632 83
leaf_count=52 54 98 54 70 77 99 52 79 1632 83
internal_value=0 0.00480361 0.0052735 0.000968039 0.00499289 0.00477462 0.00505281 0.00485153 0.00513973 0.00394522
internal_weight=0 2296 2045 251 1993 1916 1817 1763 1684 181
internal_count=2350 2296 2045 251 1993 1916 1817 1763 1684 181
is_linear=0
shrinkage=0.16829


Tree=8441
num_leaves=20
num_cat=0
split_feature=4 15 48 15 4 49 11 12 39 49 4 376 13 13 475 481 474 48 11
split_gain=0.12969 0.134171 0.0983364 0.191916 0.140213 0.103407 0.0802556 0.112707 0.180749 0.190078 0.18247 0.0867961 0.0767604 0.0678143 0.057897 0.0592101 0.0627616 0.0508468 0.0226747
threshold=0.40124500000000002 -0.42759999999999992 0.093265000000000015 -0.069404999999999981 -0.50775499999999985 -0.0086549999999999978 1.0000000180025095e-35 0.083370000000000014 1.0000000180025095e-35 -0.028439999999999997 -1.0000000180025095e-35 0.048375000000000008 -0.013514999999999998 -0.012149999999999999 -0.085774999999999976 -0.085804999999999979 0.023345000000000001 0.10911000000000001 0.086945000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 5 -1 -4 7 8 9 -6 -11 -10 -2 -3 -9 -16 -17 -7 -8
right_child=1 13 3 -5 6 17 18 14 11 10 -12 -13 -14 -15 15 16 -18 -19 -20
leaf_value=0.012565111102576734 -7.513152482605559e-05 -0.00011107210976013197 -0.0022940745160653529 -0.007136681371831888 0.0060566731276282737 0.0033225167954373772 0.011360128616008621 -0.00026531472065689213 0.010613719150718313 -0.0094598032325788096 0.0022257385390805004 0.0016065601493503757 0.0082819103076993295 -0.0082148870974081221 0.010213636093524506 0.0042574528623641099 0.0080948339051074431 0.010282803172174367 0.0062690984835013864
leaf_weight=60 65 61 55 62 65 67 52 63 66 94 63 57 59 57 58 1102 137 55 52
leaf_count=60 65 61 55 62 65 67 52 63 66 94 63 57 59 57 58 1102 137 55 52
internal_value=0 1.37828e-05 0.00413466 0.000910954 0.00454593 0.00374005 0.00427896 0.00400019 0.0012764 -0.00158434 -0.00475926 0.00645428 0.00388671 -0.00404085 0.00468984 0.00493191 0.00468321 0.00647508 0.00883189
internal_weight=0 242 2108 239 1869 177 1809 1705 345 222 157 123 124 118 1360 1297 1239 122 104
internal_count=2350 242 2108 239 1869 177 1809 1705 345 222 157 123 124 118 1360 1297 1239 122 104
is_linear=0
shrinkage=0.16829


Tree=8442
num_leaves=12
num_cat=0
split_feature=2 149 2 1375 2 40 2 147 42 42 16
split_gain=0.267726 0.0625292 0.0646918 0.0654443 0.0579746 0.0811023 0.0643192 0.0883758 0.0446713 0.0372001 0.0293871
threshold=0.17730000000000004 0.079000000000000015 -0.082219999999999974 -0.082704999999999987 0.12358500000000001 -0.081369999999999984 0.11144000000000001 0.085765000000000022 0.088775000000000007 0.10017000000000002 0.0086100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7 -8 10 -6
right_child=-2 -3 3 4 9 6 8 -9 -10 -11 -12
leaf_value=-0.0014961402113834207 -0.0086162146241907829 0.0087420273049149694 -0.0020234569109665937 0.0090063028017612033 -0.00014165613750239046 0.0030184474138562596 0.0046438118427845516 0.0097772727997744308 0.010245667061025565 -0.0029327043300895021 0.0052758651819934067
leaf_weight=79 54 60 61 82 61 1606 118 57 63 57 52
leaf_count=79 54 60 61 82 61 1606 118 57 63 57 52
internal_value=0 0.00336321 0.00321807 0.00339156 0.00355001 0.00381313 0.00358122 0.00325119 0.00660356 0.00055851 0.00233546
internal_weight=0 2296 2236 2157 2096 1926 1844 1663 181 170 113
internal_count=2350 2296 2236 2157 2096 1926 1844 1663 181 170 113
is_linear=0
shrinkage=0.16829


Tree=8443
num_leaves=21
num_cat=0
split_feature=4 2 3 150 0 15 0 3 0 3 4 160 0 133 3 2 159 0 0 2
split_gain=5.7323 2.25471 0.8331 0.628781 0.377034 0.315194 0.26265 0.19791 0.195282 0.180514 0.174253 0.152875 0.138453 0.125066 0.169411 0.0987936 0.0947127 0.0605117 0.061778 0.0291974
threshold=0.30163500000000004 0.14271500000000001 -0.068254999999999982 0.091105000000000005 -0.10803999999999998 -0.42759999999999992 -0.14216999999999999 -0.0035149999999999995 -0.076209999999999986 0.084735000000000019 -0.21586499999999997 -0.057984999999999988 -0.10891999999999999 -1.0000000180025095e-35 -0.015069999999999998 0.095935000000000006 0.042925000000000005 -0.071719999999999992 0.040035000000000008 0.097220000000000015
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 2 6 7 -2 -6 -1 13 12 -9 -11 -10 -8 -4 19 16 -14 -13 -19 -15
right_child=4 -3 3 -5 5 -7 8 9 11 10 -12 17 15 14 -16 -17 -18 18 -20 -21
leaf_value=0.001118916146593192 0.00047392905682582003 0.00026965597686331788 0.00083165560904785332 0.00040471938297550385 0.00034063153294363089 3.8416438212674033e-05 0.00074461121618201278 0.0010135410471421183 0.0006688184311562335 0.00094772176850848916 0.00070670481796461992 0.00077417295057944225 0.00091814564218250226 0.00067999613929853938 0.00050917516784463289 0.00079782885443875444 0.0010254707734860663 0.00092254610438716265 0.00080427470585974728 0.0007981931627969801
leaf_weight=58 101 73 73 54 90 65 53 60 60 53 92 84 865 52 53 70 107 153 80 54
leaf_count=58 101 73 73 54 90 65 53 60 60 53 92 84 865 52 53 70 107 153 80 54
internal_value=0 0.000840085 0.000860672 0.000741995 0.000316762 0.000214123 0.000898735 0.000783591 0.000890035 0.000859166 0.000795044 0.000824289 0.000912639 0.00071666 0.000663641 0.000921151 0.000929996 0.000853604 0.000882089 0.000740542
internal_weight=0 2094 2021 491 256 155 1530 437 1472 205 145 377 1095 232 159 1042 972 317 233 106
internal_count=2350 2094 2021 491 256 155 1530 437 1472 205 145 377 1095 232 159 1042 972 317 233 106
is_linear=0
shrinkage=0.0032998


Tree=8444
num_leaves=28
num_cat=0
split_feature=1 1 16 1 49 3 12 16 43 12 12 16 3 43 1429 1 1 43 16 16 16 43 16 12 3 12 43
split_gain=5.53057 1.22847 0.69043 0.439717 0.415105 0.406811 0.269003 0.243877 0.241861 0.146008 0.135104 0.131517 0.12177 0.121196 0.110768 0.11678 0.184255 0.146338 0.147517 0.106262 0.101865 0.0655615 0.0615124 0.0439156 0.0380629 0.0245914 0.00640307
threshold=0.10538500000000002 0.13686500000000004 0.39524000000000009 0.088315000000000018 -0.046739999999999997 -0.036844999999999996 0.090135000000000007 -0.0094449999999999968 -0.09799999999999999 0.11769500000000001 0.08536500000000001 -0.15796999999999997 -0.081854999999999997 -0.049364999999999992 0.085090000000000013 1.0000000180025095e-35 0.084795000000000023 -1.0000000180025095e-35 -0.082389999999999977 0.19578000000000004 -0.014149999999999998 -0.036794999999999994 0.0055300000000000011 0.096150000000000013 -0.077354999999999993 0.096510000000000012 -0.081204999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -5 -2 8 13 -1 19 -6 -3 20 -7 15 17 -17 22 -19 21 -12 25 -10 -23 -14 26 -8
right_child=1 11 -4 4 10 7 9 -9 14 -11 12 -13 24 -15 -16 16 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.0011339041091951486 0.00072393526538767276 0.00034586267089645412 0.00094638477410698217 0.00060959172598259092 0.00075168807539775177 0.00042790432266116797 0.00088045772123955556 0.00028771380430373542 0.00098523415492020121 0.00071172749017193841 0.0010608241038244329 0.00013628287854597498 0.00077137025806098389 0.00062799766821654095 0.00080337502297234934 0.0012096417770881822 0.00095416662499656177 0.0009376993250419781 0.00070603764771113924 0.0007976577006495693 0.00087633140751776242 0.0010384449536060397 0.00086140226995178352 0.00091634995098483266 0.00088562255583631651 0.00093157490691368392 0.00081378456632712074
leaf_weight=94 100 67 58 84 87 60 62 60 444 54 74 65 65 78 52 53 80 77 52 97 65 76 54 71 82 84 55
leaf_count=94 100 67 58 84 87 60 62 60 444 54 74 65 65 78 52 53 80 77 52 97 65 76 54 71 82 84 55
internal_value=0 0.000515261 0.00061614 0.000910097 0.000820572 0.000551745 0.000939192 0.000464603 0.000973433 0.000876952 0.00086799 0.000242927 0.000903246 0.000541256 0.000954812 0.000965128 0.00105624 0.000945745 0.000844589 0.000896922 0.000974804 0.00092449 0.000971877 0.000979714 0.000835343 0.000883927 0.000849417
internal_weight=0 488 356 1862 457 298 1405 198 906 499 373 132 286 138 812 760 133 627 129 445 139 348 498 147 147 201 117
internal_count=2350 488 356 1862 457 298 1405 198 906 499 373 132 286 138 812 760 133 627 129 445 139 348 498 147 147 201 117
is_linear=0
shrinkage=0.0032998


Tree=8445
num_leaves=16
num_cat=0
split_feature=4 3 123 3 42 15 15 16 16 4 3 3 3 13 1212
split_gain=3.67943 1.17928 0.721428 0.453171 0.396084 0.317014 0.306136 0.186727 0.197854 0.184468 0.132127 0.12201 0.106089 0.103151 0.0489982
threshold=0.30163500000000004 0.25468500000000005 1.0000000180025095e-35 0.13772500000000001 0.12199500000000001 -0.15614499999999998 0.03981500000000001 -0.070064999999999975 0.52822500000000006 -0.097514999999999977 0.0025650000000000004 -0.01223 -0.14443999999999999 -0.026084999999999997 -0.14780999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 -1 7 13 -9 -8 12 -4 -2 -7 -11
right_child=3 -3 11 -5 -6 6 9 8 -10 14 -12 -13 -14 -15 -16
leaf_value=0.00096116365568520525 0.00040046290393764303 0.00020456500405852771 0.00033207730919074973 -1.9044080337278321e-06 0.00046560073455167376 0.00081041219333946319 0.00092149620256373234 0.00062944065283391506 0.00081033778345362603 0.00065259172935603954 0.00046859877069998438 0.00055053948330604011 0.00021045658121847827 0.00067222093678700231 0.00075476883091926586
leaf_weight=60 52 54 56 54 68 149 74 649 75 61 60 58 87 105 705
leaf_count=60 52 54 56 54 68 149 74 649 75 61 60 58 87 105 705
internal_value=0 0.000686859 0.000699485 0.000265542 0.000714461 0.000723453 0.000715588 0.000675586 0.000648229 0.000762121 0.000338292 0.000443534 0.000281792 0.000753425 0.000746678
internal_weight=0 2114 2060 253 1946 1878 1818 978 724 840 199 114 139 254 766
internal_count=2367 2114 2060 253 1946 1878 1818 978 724 840 199 114 139 254 766
is_linear=0
shrinkage=0.0032998


Tree=8446
num_leaves=12
num_cat=0
split_feature=150 148 48 2 12 4 14 15 1 402 150
split_gain=0.15617 0.139785 0.10195 0.111885 0.0987482 0.0651303 0.0598185 0.125285 0.135303 0.0640225 0.0568022
threshold=0.08926000000000002 -1.0000000180025095e-35 0.12649500000000002 0.13631000000000001 -1.0000000180025095e-35 -0.51253999999999988 -0.10708499999999999 -0.41971499999999995 0.11070500000000001 0.086595000000000019 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -7 -8 9 -9 -3
right_child=1 10 -4 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.00089485761489946358 -0.0073670326140218949 -0.00071382214913558205 0.011326778980735709 0.004400725158926205 -0.0054173106485723085 0.0099161224930693331 -0.0032730278627897845 0.0042344416655384128 0.010974520669841796 0.0072690151023997252 0.0055334831720817556
leaf_weight=55 55 81 64 57 59 67 53 1461 102 230 83
leaf_count=55 55 81 64 57 59 67 53 1461 102 230 83
internal_value=0 -1.70196e-05 0.00469237 0.00448777 -0.000577443 0.00478724 0.00495154 0.00477038 0.00500914 0.00464825 0.00243697
internal_weight=0 219 2148 2084 116 1968 1913 1846 1793 1691 164
internal_count=2367 219 2148 2084 116 1968 1913 1846 1793 1691 164
is_linear=0
shrinkage=0.16829


Tree=8447
num_leaves=21
num_cat=0
split_feature=155 43 10 16 16 475 2 43 160 156 52 52 42 43 48 48 12 43 2 2
split_gain=0.105758 0.0924655 0.329379 0.231946 0.0925466 0.0941382 0.146403 0.131333 0.113292 0.0936152 0.0901875 0.0906111 0.0937094 0.0624468 0.0592626 0.0672445 0.0565782 0.0813896 0.0353425 0.0297235
threshold=0.11245500000000001 0.053790000000000011 -1.0000000180025095e-35 -0.082559999999999981 -0.011859999999999997 -0.08317999999999999 0.086535000000000015 -0.15582499999999996 -0.013324999999999998 0.085790000000000019 0.10347000000000002 0.055990000000000005 0.096295000000000019 -0.012264999999999998 0.10168500000000001 0.085775000000000004 0.092550000000000007 -0.080419999999999978 0.10713500000000002 0.092365000000000017
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 2 3 -1 9 8 16 -8 -6 14 11 12 19 -9 15 18 17 -7 -4 -3
right_child=-2 10 4 -5 5 6 7 13 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.014089718396984667 0.009770822740427617 0.005673379078315657 0.0034880789454252441 0.0015551571300100576 -0.0068694320770628474 0.0045437536719992707 -0.0065273706502079146 0.0038771139902243944 0.0032084704005284222 0.010776724530980187 0.00079674261586104296 0.013399104510263056 0.010863854815313557 -0.0010488774626444149 -0.00040646348712429102 0.0087383392256317749 0.0025218454987410827 0.013229968385460006 0.0065617694699564508 0.00055004288497396243
leaf_weight=53 75 64 804 54 69 64 57 217 58 61 75 57 67 109 80 90 63 60 124 66
leaf_count=53 75 64 804 54 69 64 57 217 58 61 75 57 67 109 80 90 63 60 124 66
internal_value=0 0.00333512 0.00289573 -0.00617738 0.00341977 0.00188281 0.0028074 0.00091737 -0.00225278 0.00434252 0.00595127 0.00746621 0.00574046 0.00222457 0.00398343 0.00433018 0.00666881 0.00876125 0.00390072 0.00308612
internal_weight=0 2292 1963 107 1856 697 570 383 127 1159 329 254 197 326 1098 1018 187 124 928 130
internal_count=2367 2292 1963 107 1856 697 570 383 127 1159 329 254 197 326 1098 1018 187 124 928 130
is_linear=0
shrinkage=0.16829


Tree=8448
num_leaves=22
num_cat=0
split_feature=1 52 1 12 123 12 52 2 2 1453 52 12 42 43 12 156 474 475 1456 52 2
split_gain=3.54293 0.861422 0.541209 0.494792 0.406395 0.195584 0.11893 0.136412 0.108912 0.114243 0.104675 0.0728996 0.108152 0.0720014 0.111836 0.0633794 0.0539543 0.0705797 0.053273 0.056457 0.0462374
threshold=0.10335000000000001 -0.41304999999999997 0.13075500000000004 0.088395000000000015 1.0000000180025095e-35 0.11930500000000001 0.05118000000000001 0.13733000000000004 0.090000000000000011 -1.0000000180025095e-35 -0.069694999999999993 0.092495000000000008 -0.017139999999999999 0.0032700000000000003 0.092735000000000026 0.092385000000000009 0.085295000000000024 -0.008964999999999999 -0.006794999999999999 -0.088584999999999983 0.11693000000000002
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=4 -2 3 10 5 8 7 -4 9 -1 -3 16 -13 15 -15 18 17 -11 -10 -20 -12
right_child=1 2 6 -5 -6 -7 -8 -9 13 11 20 12 -14 14 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00059583969847027502 0.00076047229446422383 0.00024672613885619494 0.00026798508323277716 0.00063004395332212312 0.00045103483049182966 0.00052560673003194155 0.00034205022874044948 4.8041899734161947e-05 0.00078477944400845683 0.00086773512007210874 0.00046786096965695121 0.00079706260527734655 0.00061182185238372233 0.0005008078360343852 0.00068984705769080629 0.00082003363253645113 0.00068315990606352057 0.00076220183758211532 0.00074829884983161675 0.00065305924383621023 0.00033992024005707297
leaf_weight=56 65 75 59 100 66 58 52 65 66 83 64 58 93 54 102 53 87 674 100 271 66
leaf_count=56 65 75 59 100 66 58 52 65 66 83 64 58 93 54 102 53 87 674 100 271 66
internal_value=0 0.000403451 0.000355132 0.000439319 0.000706679 0.000716273 0.000209039 0.000152976 0.000722769 0.000743914 0.000346111 0.000752212 0.000683207 0.000688313 0.000624636 0.000708514 0.000764516 0.000773819 0.000694908 0.000678825 0.000403177
internal_weight=0 546 481 305 1821 1755 176 124 1697 1051 205 995 151 646 156 490 844 757 437 371 130
internal_count=2367 546 481 305 1821 1755 176 124 1697 1051 205 995 151 646 156 490 844 757 437 371 130
is_linear=0
shrinkage=0.0032998


Tree=8449
num_leaves=12
num_cat=0
split_feature=0 12 3 0 0 1 0 3 4 52 13
split_gain=0.212047 0.148791 0.157809 0.110392 0.118093 0.149463 0.146669 0.0925965 0.20563 0.0734158 0.0664502
threshold=0.12539500000000003 -0.10853999999999998 0.11745500000000002 -0.18901999999999997 -0.11327499999999999 0.092655000000000015 -0.10324499999999999 -0.154195 -0.17689999999999997 -1.0000000180025095e-35 -0.090744999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 8 -8 -4 -9
right_child=-2 2 9 4 6 -7 7 10 -10 -11 -12
leaf_value=0.010964856894520919 -0.006204775361761573 0.0097944030590958707 0.0020782770766554453 0.0040404090085787315 0.012262365495614056 -0.0056655407803115915 0.0060746536888072614 0.00044556987694140587 -0.0086092849341182238 -0.0062706711846571795 0.004277249701887244
leaf_weight=77 63 83 54 94 58 86 55 141 53 66 1537
leaf_count=77 63 83 54 94 58 86 55 141 53 66 1537
internal_value=0 0.00368113 0.00342849 0.00376691 0.00351885 -0.000586897 0.0039206 0.00364869 -0.00111472 -0.00249867 0.00395635
internal_weight=0 2304 2227 2107 2024 180 1844 1786 108 120 1678
internal_count=2367 2304 2227 2107 2024 180 1844 1786 108 120 1678
is_linear=0
shrinkage=0.16829


Tree=8450
num_leaves=18
num_cat=0
split_feature=2 124 132 4 43 159 160 0 1 2 12 2 1 160 475 16 16
split_gain=0.173683 0.0952108 0.0913837 0.0977486 0.0884306 0.0842378 0.0754381 0.0682946 0.0818987 0.0678762 0.0597601 0.0548566 0.0826621 0.0623288 0.0388431 0.0522303 0.0354727
threshold=0.17000000000000001 -0.078224999999999989 0.089365000000000014 -0.5093899999999999 -0.083154999999999993 0.08351500000000002 0.098085000000000019 0.024745000000000003 0.12986500000000004 0.096325000000000008 -0.089089999999999989 0.088885000000000006 0.090485000000000024 -0.0031399999999999996 -0.019079999999999996 -0.066924999999999985 -0.078654999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 6 7 11 8 -6 16 -1 12 -5 -13 -7 -16 -4
right_child=-2 2 9 4 5 14 -8 -9 -10 -11 -12 13 -14 -15 15 -17 -18
leaf_value=0.001798184204938434 -0.0069619743480001557 0.01029144452347678 0.0051257581750264051 0.0027619151501169508 0.0020776451854097894 0.0096665644312981368 -0.00021868376278200703 -0.0026521129880495487 0.0087408302159228263 -0.0046909589770833928 -0.0046826338059905818 0.0046747902743250148 0.010368856719646489 0.012042725547761519 0.007484165541928922 0.0013689710930242266 -0.00082198961809912263
leaf_weight=88 53 57 54 166 1125 53 58 81 55 69 74 57 54 79 78 82 59
leaf_count=88 53 57 54 166 1125 53 58 81 55 69 74 57 54 79 78 82 59
internal_value=0 0.00277366 0.00307343 0.00341098 0.00320231 0.00258956 0.00537958 0.00206445 0.00238974 -0.00052408 -0.0011511 0.0062967 0.00463724 0.0089679 0.00568987 0.00436136 0.0020044
internal_weight=0 2289 2127 1945 1888 1474 414 1261 1180 182 162 356 220 136 213 160 113
internal_count=2342 2289 2127 1945 1888 1474 414 1261 1180 182 162 356 220 136 213 160 113
is_linear=0
shrinkage=0.16829


Tree=8451
num_leaves=25
num_cat=0
split_feature=1 159 1 50 16 16 13 15 1453 1455 13 16 1 133 1212 49 13 13 13 16 16 1454 13 1
split_gain=0.12715 0.106879 0.146769 0.108327 0.0687257 0.111446 0.123715 0.0581634 0.0424923 0.0509163 0.039335 0.0350039 0.0729691 0.0384509 0.0452976 0.0569416 0.0642265 0.0468224 0.0315529 0.0278751 0.0268365 0.0251865 0.0208329 0.00449611
threshold=0.096300000000000011 0.11238500000000001 0.14641500000000005 0.10616500000000001 -0.42372999999999994 0.022165000000000004 -0.009329999999999998 -0.42759999999999992 -0.077384999999999995 0.078065000000000009 -0.061199999999999991 -0.09391999999999999 0.077565000000000009 -0.23133499999999999 0.083355000000000026 0.10101500000000001 0.046185000000000004 -0.082404999999999992 -0.049744999999999991 -0.15043499999999996 -0.079464999999999994 0.080725000000000005 -0.053824999999999991 0.10587000000000001
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=8 2 3 4 7 6 -6 -2 -1 11 -7 12 18 -13 15 16 -15 -16 19 -10 -19 -11 -17 -12
right_child=1 -3 -4 -5 5 10 -8 -9 9 21 23 13 -14 14 17 22 -18 20 -20 -21 -22 -23 -24 -25
leaf_value=-0.0015086502132689965 0.0063241612597094822 0.006643536401627302 -0.008997158551389545 0.0067272564248166047 -0.0010542084080817902 0.0049683168838168222 -0.010265404816941697 -0.00031329972676340272 0.0033109497840155423 0.0092617799650963912 -0.0017555608559639085 -0.00044250429977371695 -0.0042293372992637411 0.004870370098510597 -0.0026635442941468361 0.0025199053535541636 0.0005552643502570035 0.0053404696846295289 0.0048549645232898236 -0.0021924956509007665 0.00041414548288402979 0.0040122217391400043 -0.0022189125064525448 0.00040743939853679363
leaf_weight=59 62 65 53 65 98 53 72 93 52 53 52 77 58 769 64 53 113 64 91 52 63 54 52 55
leaf_count=59 62 65 53 65 98 53 72 93 52 53 52 77 58 769 64 53 113 64 91 52 63 54 52 55
internal_value=0 0.000157838 -0.000538304 0.000273555 -0.000587669 -0.00196358 -0.00496599 0.00233009 0.00290702 0.00306945 0.00121526 0.00281567 0.000999459 0.00318037 0.00341871 0.00387845 0.00431956 0.00103358 0.0025639 0.000541952 0.00291085 0.00662926 0.000155952 -0.000626948
internal_weight=0 668 603 550 485 330 170 155 1674 1615 160 1508 253 1255 1178 987 882 191 195 104 127 107 105 107
internal_count=2342 668 603 550 485 330 170 155 1674 1615 160 1508 253 1255 1178 987 882 191 195 104 127 107 105 107
is_linear=0
shrinkage=0.16829


Tree=8452
num_leaves=11
num_cat=0
split_feature=39 0 3 9 3 52 52 43 3 3
split_gain=0.140718 0.0727171 0.332617 0.12081 0.0755957 0.0641623 0.0888425 0.0785298 0.102233 0.0421074
threshold=0.11233000000000001 0.09395000000000002 -0.1535 -0.013509999999999999 0.31370500000000007 -0.53937999999999986 -0.27209499999999992 -0.50149499999999991 -0.11197999999999998 -0.082539999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 9 -8 -9 -7
right_child=-2 2 -4 4 -6 6 7 8 -10 -11
leaf_value=0.0094151878271677876 -0.0067171703169741949 0.0055302268152326115 -0.011304785119447713 0.0067181249689559422 -0.0039961287112294328 0.0012855258445567987 0.0087137824643622637 -0.002130325473192308 0.0024562708692628609 -0.0049410924286603227
leaf_weight=64 54 76 59 84 58 52 52 150 1619 74
leaf_count=64 54 76 59 84 58 52 52 150 1619 74
internal_value=0 0.00196753 -0.00181399 0.00220548 0.00198374 0.00215539 0.00195762 0.00225715 0.00206634 -0.00235712
internal_weight=0 2288 135 2153 2089 2031 1947 1821 1769 126
internal_count=2342 2288 135 2153 2089 2031 1947 1821 1769 126
is_linear=0
shrinkage=0.16829


Tree=8453
num_leaves=15
num_cat=0
split_feature=124 10 402 10 1 402 16 456 456 1 3 11 16 16
split_gain=0.0839244 0.0797602 0.0712195 0.0886999 0.0873008 0.0796383 0.0990178 0.0541092 0.0586735 0.0582986 0.0606833 0.0472306 0.0430826 0.0236479
threshold=-0.087319999999999995 0.058500000000000003 0.0038750000000000004 -0.086389999999999981 0.12986500000000004 0.10565000000000001 -0.071044999999999983 0.077935000000000018 0.089235000000000023 0.10538500000000002 -0.0092099999999999977 0.082485000000000017 -0.082739999999999994 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -4 9 -9 11 -11 -5 -7 -6
right_child=1 -3 5 4 13 12 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0045336085973286325 -0.0048911565831131557 -0.0048042281964426189 0.010430775720313232 0.0016679541222120176 0.0088829567617550505 -0.0025274292217215763 0.0018315131598091664 0.008063955981617044 0.0011603905472345893 0.00050243283083530879 -0.0053645699753668398 -0.0032688720917711887 0.003545348843422 0.003815987580702816
leaf_weight=64 61 53 91 1336 52 52 66 68 73 148 75 57 90 56
leaf_count=64 61 53 91 1336 52 52 66 68 73 148 75 57 90 56
internal_value=0 0.00163867 0.00179295 0.0014164 0.00162366 0.00421248 0.00682724 0.0013369 0.00450251 0.00105958 -0.00146272 0.00146465 0.00130886 0.00627227
internal_weight=0 2278 2225 1926 1865 299 157 1757 141 1616 223 1393 142 108
internal_count=2342 2278 2225 1926 1865 299 157 1757 141 1616 223 1393 142 108
is_linear=0
shrinkage=0.16829


Tree=8454
num_leaves=10
num_cat=0
split_feature=48 3 124 34 4 2 3 42 151
split_gain=0.092741 0.0956578 0.0674424 0.108852 0.0567885 0.0550091 0.0648852 0.1066 0.0566253
threshold=0.13438000000000003 0.31370500000000007 -0.087319999999999995 -0.079379999999999992 -0.51003499999999991 -0.0091949999999999983 -0.11197999999999998 0.082755000000000009 -0.085224999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -8
right_child=-2 -3 3 4 5 6 8 -9 -10
leaf_value=-0.0039192452606842901 -0.0055375315391037365 -0.004515917128316109 0.0089448842426234475 0.0068908411989082492 -0.0037909507240400618 -0.0033705902017278407 0.0048463621078369242 0.0049139060035153156 0.0015819042208402719
leaf_weight=61 56 75 58 55 56 164 167 60 1590
leaf_count=61 56 75 58 55 56 164 167 60 1590
internal_value=0 0.00138861 0.00158971 0.00174685 0.00154643 0.00140124 0.00154893 -0.00114351 0.00189321
internal_weight=0 2286 2211 2150 2092 2037 1981 224 1757
internal_count=2342 2286 2211 2150 2092 2037 1981 224 1757
is_linear=0
shrinkage=0.16829


Tree=8455
num_leaves=12
num_cat=0
split_feature=40 403 51 9 9 4 13 2 2 15 3
split_gain=0.104011 0.0892765 0.0921791 0.0871711 0.0725871 0.0789811 0.0982184 0.107259 0.083826 0.120908 0.0494019
threshold=-0.096044999999999991 -0.54045999999999983 -0.41109999999999997 -0.013509999999999999 1.0000000180025095e-35 0.0099250000000000015 0.18219500000000002 0.083935000000000023 0.11252000000000002 -0.093124999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 10 -10 -7
right_child=1 2 3 4 -6 8 -8 -9 9 -11 -12
leaf_value=0.0087067233933787631 0.0075001132247756201 0.0061358115009728618 0.0067635245636314305 -0.0019260761936603561 0.0056795187334405502 -0.00098696016207302476 0.0070007104982288352 0.0014060800414517633 -0.0016422609038293683 -0.010956737258601017 0.0043678992730154589
leaf_weight=52 60 92 65 362 74 195 71 1117 142 55 65
leaf_count=52 60 92 65 362 74 195 71 1117 142 55 65
internal_value=0 0.00108966 0.000916998 0.000692428 0.000501934 0.000310136 0.000884131 0.000589287 -0.00163274 -0.00425187 0.000344845
internal_weight=0 2298 2238 2146 2081 2007 1550 1479 457 197 260
internal_count=2350 2298 2238 2146 2081 2007 1550 1479 457 197 260
is_linear=0
shrinkage=0.16829


Tree=8456
num_leaves=25
num_cat=0
split_feature=2 12 2 14 16 2 51 16 12 13 43 3 43 16 15 13 160 159 2 2 12 1446 16 2
split_gain=3.71426 1.52643 0.759793 0.514884 0.508515 0.405332 0.266169 0.202513 0.196232 0.231373 0.183571 0.13056 0.231654 0.132311 0.108608 0.101733 0.220469 0.184291 0.0951636 0.0822191 0.0548872 0.0273972 0.0372974 0.0176674
threshold=0.11891500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.12292000000000002 0.10859000000000001 -0.09193999999999998 -0.18776499999999999 -0.081314999999999985 -0.071244999999999989 -0.078059999999999977 -0.082284999999999983 0.0035900000000000007 0.0073350000000000004 -0.0059299999999999986 -0.085164999999999977 -0.014774999999999998 -0.019465 0.091595000000000024 0.08542000000000001 0.091680000000000011 0.037915000000000011 -0.021179999999999997 0.098895000000000011
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 2 10 7 8 6 -4 20 -2 -10 -1 12 15 21 18 16 -9 -17 -8 -15 -3 22 -13 -21
right_child=4 3 5 -5 -6 -7 14 11 9 -11 -12 13 -14 19 -16 17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0002690390279831774 0.00047101852793869609 0.0007697459989449585 0.00095840823012659367 0.0011693557010106555 0.00062663065267340435 0.00050440724461283976 0.00076697480490425004 0.0011278780029961339 8.7434762057786425e-05 0.00035366058351370464 0.00053503325569715808 0.00081412425214055307 0.00069790430888952762 0.00064106975685148445 0.00083893208866395467 0.00069006731405635887 0.00085675453590928975 0.00089027640540291801 0.00058176611738857147 0.00083873263143868521 0.00061207769870520387 0.00091172581305997888 0.00091360941037755812 0.00074105923091012747
leaf_weight=61 62 52 64 52 78 82 53 59 59 91 54 358 77 72 52 57 78 544 78 52 52 57 54 52
leaf_count=61 62 52 64 52 78 82 53 59 59 91 54 358 77 72 52 57 78 544 78 52 52 57 54 52
internal_value=0 0.000797496 0.000625824 0.000844641 0.000398372 0.000706664 0.000773667 0.000833822 0.000314223 0.00024918 0.000394247 0.000843954 0.000872264 0.000808127 0.000708865 0.000890409 0.000973773 0.000871347 0.000656967 0.000729413 0.000691251 0.000837591 0.000827249 0.000790235
internal_weight=0 2060 444 1616 290 329 247 1564 212 150 115 1460 815 645 183 738 137 601 131 176 104 469 412 104
internal_count=2350 2060 444 1616 290 329 247 1564 212 150 115 1460 815 645 183 738 137 601 131 176 104 469 412 104
is_linear=0
shrinkage=0.0032998


Tree=8457
num_leaves=14
num_cat=0
split_feature=12 12 15 16 43 12 11 12 157 0 43 12 2
split_gain=0.0988097 0.0971733 0.121136 0.130228 0.0957486 0.134589 0.130743 0.096192 0.089419 0.0700572 0.0544794 0.151637 0.0615625
threshold=0.11999500000000002 -0.10236499999999998 -0.40312499999999996 -0.41863499999999992 -0.14044999999999999 0.091680000000000011 1.0000000180025095e-35 0.094085000000000016 -0.14116499999999996 -0.080219999999999986 0.043850000000000007 0.086935000000000012 0.11693000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 8 -8 -6 -4 12 -12 -10
right_child=-2 2 4 -5 6 -7 7 -9 10 -11 11 -13 -14
leaf_value=0.0071171004438427164 0.0070002397830875966 0.0018637513901421127 0.0048794511219419833 -0.0091753748484981971 -0.006071095124561293 0 0.012067232129608895 0.0017842851478732419 0.0017289240765838911 0.013454822626252907 -0.0089213271420008362 0.0010264643230950641 -0.0021564630824341237
leaf_weight=82 94 57 58 64 52 84 52 52 1339 52 57 181 126
leaf_count=82 94 57 58 64 52 84 52 52 1339 52 57 181 126
internal_value=0 0.00142559 0.00121009 -0.00396028 0.0015157 0.00507608 0.00114318 0.00694303 0.000798461 0.0089496 0.00100927 -0.00134844 0.00139353
internal_weight=0 2256 2174 121 2053 194 1859 104 1755 110 1703 238 1465
internal_count=2350 2256 2174 121 2053 194 1859 104 1755 110 1703 238 1465
is_linear=0
shrinkage=0.16829


Tree=8458
num_leaves=15
num_cat=0
split_feature=10 10 133 3 3 13 3 148 3 403 1211 130 403 133
split_gain=0.15455 0.0797146 0.0846934 0.238835 0.114193 0.091648 0.066383 0.0651497 0.07104 0.0594703 0.0448 0.0272011 0.0521642 0.0588545
threshold=-0.15491499999999997 -0.0091199999999999979 -0.0097699999999999992 -0.10237999999999998 -0.13088999999999998 0.085880000000000012 0.31299000000000005 -0.080384999999999984 0.12566000000000002 -0.54045999999999983 0.091735000000000011 0.087665000000000007 -0.085464999999999985 -0.039759999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -6 9 -9 11 12 -5 -14
right_child=1 2 4 10 6 -7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.010361254157676634 -0.0052800055210539716 -0.010869127940803977 0.010086544865345362 -0.0038413756242317554 -0.0041179785093736938 0.0024993143276022842 -0.0043434574744385347 0.0068449234873501951 0.0074132297971876392 0.0013670119702231768 -0.0039539075988901003 0.0041222818665363117 0.00050964218489572529 0.0066181946866877284
leaf_weight=53 53 56 82 62 53 102 54 59 63 1241 53 76 290 53
leaf_count=53 53 56 82 62 53 102 54 59 63 1241 53 76 290 53
internal_value=0 0.00116412 0.00131712 -0.000411429 0.0019348 0.00589034 0.00143847 0.00166023 0.00188624 0.00161701 0.000681894 0.00119644 0.000642951 0.00145877
internal_weight=0 2297 2244 590 1654 184 1470 1416 1363 1300 534 481 405 343
internal_count=2350 2297 2244 590 1654 184 1470 1416 1363 1300 534 481 405 343
is_linear=0
shrinkage=0.16829


Tree=8459
num_leaves=18
num_cat=0
split_feature=4 39 49 42 14 0 43 0 156 49 43 4 48 49 43 42 4
split_gain=8.66925 2.79998 1.09466 1.14465 0.673666 0.733115 0.661711 0.573593 0.319157 0.306674 0.296706 0.294107 0.230299 0.180411 0.144421 0.117308 0.108882
threshold=0.30163500000000004 0.0095750000000000019 -0.020999999999999994 0.065960000000000019 0.076175000000000007 -0.13314999999999996 -0.049364999999999992 -0.076329999999999995 0.11289500000000001 -0.082184999999999994 -0.077604999999999993 0.054560000000000004 0.091545000000000015 -0.076109999999999997 0.052150000000000009 0.086855000000000016 0.50609000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -4 13 11 12 -1 -2 14 -9 -3 -7 16 -12
right_child=10 6 4 -5 -6 7 -8 8 -10 -11 15 -13 -14 -15 -16 -17 -18
leaf_value=0.00075166008631629452 0.00015760510299678545 0.0003259697562257056 0.00071948346985467636 0.0010726578504571299 0.0014073516568064936 0.001130324886986426 0.00090108463745070064 0.0009614368709303133 0.0012105009843223014 0.0004173519051774111 0.00037028872610175986 0.00091713233616345436 0.00072553767289223613 0.00057738949061072889 0.001003999849066348 0.00027658188568405802 0.00056804288518230142
leaf_weight=61 73 59 76 94 56 840 53 418 52 60 66 92 52 68 118 53 59
leaf_count=61 73 59 76 94 56 840 53 418 52 60 66 92 52 68 118 53 59
internal_value=0 0.00098466 0.0010216 0.000799036 0.00104966 0.00103748 0.000590681 0.00105283 0.000962883 0.000586179 0.000335551 0.00109752 0.000935412 0.000460866 0.0011148 0.000408331 0.000463911
internal_weight=0 2099 1919 215 1704 1648 180 1572 522 121 251 1050 470 127 958 178 125
internal_count=2350 2099 1919 215 1704 1648 180 1572 522 121 251 1050 470 127 958 178 125
is_linear=0
shrinkage=0.0032998


Tree=8460
num_leaves=22
num_cat=0
split_feature=1 16 52 2 2 147 3 11 1 399 158 52 1 13 49 3 13 49 16 12 12
split_gain=5.53499 0.867862 0.68669 0.577615 0.567136 0.357249 0.345475 0.248356 0.217972 0.159028 0.168263 0.154943 0.294116 0.145274 0.111742 0.11166 0.223232 0.0765051 0.0767293 0.0730633 0.0658936
threshold=0.10141500000000002 0.0055300000000000011 0.12492500000000002 0.094835000000000017 0.11005500000000001 0.085050000000000014 -0.036004999999999988 1.0000000180025095e-35 0.089710000000000026 0.089300000000000004 0.089030000000000012 -0.05670999999999999 0.080270000000000022 0.043640000000000005 0.10101500000000001 0.31400500000000003 -0.0088749999999999992 0.0093850000000000027 -0.031434999999999998 0.092495000000000008 0.095815000000000011
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 6 5 19 7 -2 9 14 10 11 12 -1 -13 17 16 -8 18 20 -3 -5
right_child=1 4 -4 8 -6 -7 15 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00083780083792626308 0.00046280283631359618 0.00086142724412729803 0.00066751324092362329 0.00089710223616875869 0.00041714192142186827 0.00058515768040891573 0.00037559240323434777 0.0010770792599756602 0.00053712016810274438 0.0010218077646456717 0.00098183515533853318 0.00086566810954621931 0.00056407074431012814 0.00070870400596217498 0.00064966376759560782 9.7609950449108556e-05 0.00013921409250297389 0.00087683725324152811 0.00067804923385598147 0.00069411409257676691 0.00073743989855300479
leaf_weight=131 98 53 66 52 87 53 97 58 65 60 92 765 65 73 103 55 80 70 101 71 73
leaf_count=131 98 53 66 52 87 53 97 58 65 60 92 765 65 73 103 55 80 70 101 71 73
internal_value=0 0.000451111 0.000359822 0.000816661 0.000622273 0.000852549 0.000298177 0.000863913 0.000716268 0.000853458 0.000844456 0.000832199 0.000747203 0.000852037 0.000745364 0.000228485 0.000268954 0.000778546 0.000747946 0.000765911 0.000804141
internal_weight=0 607 396 1761 211 1297 330 1244 464 1186 1126 1034 196 838 399 232 177 296 226 124 125
internal_count=2368 607 396 1761 211 1297 330 1244 464 1186 1126 1034 196 838 399 232 177 296 226 124 125
is_linear=0
shrinkage=0.0032998


Tree=8461
num_leaves=26
num_cat=0
split_feature=1 47 4 2 16 2 15 0 1 15 0 2 1 475 4 4 16 4 2 16 0 15 49 0 13
split_gain=7.99102 1.07036 1.06607 0.661579 0.562157 0.558574 0.507424 0.269801 0.25242 0.185097 0.150328 0.141869 0.269009 0.225332 0.145551 0.229583 0.131536 0.103225 0.0933632 0.0896583 0.144489 0.159479 0.0659562 0.0581926 0.0417395
threshold=0.11156000000000001 0.087885000000000019 0.30163500000000004 0.13673000000000005 -0.061394999999999998 0.094835000000000017 -0.05332499999999999 -0.14454499999999995 0.095025000000000012 -0.41309499999999993 -0.07409499999999998 0.083815000000000014 0.078015000000000015 -0.080769999999999995 -1.0000000180025095e-35 -0.041794999999999992 -0.075434999999999988 0.014585000000000002 0.11543000000000002 0.31615500000000002 -0.029554999999999994 -0.012074999999999997 0.091705000000000023 -0.085474999999999982 -0.06457499999999998
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=2 3 5 6 -3 8 18 -7 11 -5 -10 14 13 23 15 16 -1 19 -2 20 21 -9 -15 -13 -19
right_child=1 4 -4 9 -6 7 -8 17 10 -11 -12 12 -14 22 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00095172149774758544 0.00019401323023895221 0.00038179812291634971 0.00041754862541250136 0.00019176993172668647 0.00084704057839799787 0.0006096784286305577 0.00065103932161363737 0.00098886510551105195 0.00088479630750181175 -7.9929829240691291e-05 0.00065620790823862408 0.00099008745643128118 0.00073664942571425327 0.0009220346560972828 0.001160061240877982 0.00078478338436618303 0.0011081428668469507 0.00081807236284202973 0.00037715036491723936 0.00095130234444148305 0.00067385189417429065 0.00078692349361411923 0.00080389023790161001 0.0011438315124796125 0.00070167224566358992
leaf_weight=162 76 52 54 55 63 72 54 76 75 54 57 59 84 584 52 62 99 69 52 93 54 105 62 61 82
leaf_count=162 76 52 54 55 63 72 54 76 75 54 57 59 84 584 52 62 99 69 52 93 54 105 62 61 82
internal_value=0 0.000367246 0.000875998 0.000260531 0.000636976 0.000888954 0.000382326 0.000799877 0.000925098 5.68432e-05 0.000786355 0.000940019 0.000915903 0.000935514 0.000994588 0.000967839 0.00101119 0.000828393 0.000268688 0.000862029 0.00082655 0.000871911 0.00091075 0.00106853 0.000755095
internal_weight=0 406 1962 291 115 1908 182 551 1357 109 132 1225 850 766 375 323 261 479 128 328 235 181 646 120 151
internal_count=2368 406 1962 291 115 1908 182 551 1357 109 132 1225 850 766 375 323 261 479 128 328 235 181 646 120 151
is_linear=0
shrinkage=0.0032998


Tree=8462
num_leaves=13
num_cat=0
split_feature=15 10 147 39 47 15 42 16 16 15 42 43
split_gain=3.0384 0.904226 0.635774 0.625245 0.287738 0.248382 0.236725 0.170204 0.245724 0.140762 0.217904 0.106689
threshold=-0.24269999999999997 -0.015579999999999998 0.090425000000000019 0.081875000000000017 0.11227500000000001 0.12549000000000002 -1.0000000180025095e-35 -0.085314999999999988 -0.49181999999999998 0.03981500000000001 0.079170000000000004 -0.019324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 9 -5 8 -1 10 -3 -11
right_child=1 2 -4 6 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=0.00035341836565065595 0.00025591113017664306 0.00064832955514473444 0.00036053799464070917 0.00066865357543045704 0.00053246906627015553 0.00051052174597108959 0.00039037350211812552 0.00038868450843729789 6.9195687928469334e-05 0.00071543672416376212 0.00074959422085371424 0.00079468829826258975
leaf_weight=57 55 456 64 52 94 60 96 70 80 334 490 460
leaf_count=57 55 456 64 52 94 60 96 70 80 334 490 460
internal_value=0 0.000674617 0.000685535 0.000695704 0.000711886 0.000721236 0.000488386 0.00025584 0.000187706 0.000728481 0.000700819 0.000761395
internal_weight=0 2161 2106 2042 1894 1800 148 207 137 1740 946 794
internal_count=2368 2161 2106 2042 1894 1800 148 207 137 1740 946 794
is_linear=0
shrinkage=0.0032998


Tree=8463
num_leaves=28
num_cat=0
split_feature=1 52 2 3 2 4 43 2 12 1 1456 133 15 15 52 52 2 2 0 131 3 0 132 12 403 133 2
split_gain=5.34662 0.990396 0.557307 0.310444 0.358742 0.269401 0.167351 0.251821 0.194651 0.177769 0.184074 0.151221 0.142118 0.269947 0.127094 0.125372 0.121867 0.125917 0.184538 0.110305 0.103744 0.0664345 0.0620605 0.0522589 0.0460697 0.0815195 0.0400719
threshold=0.104035 -0.41304999999999997 0.16730000000000003 -0.046329999999999989 0.10904500000000002 0.25472500000000003 -0.015214999999999998 0.084825000000000025 0.083615000000000009 0.091615000000000016 0.087065000000000017 -0.0081099999999999974 -0.10556999999999998 -1.0000000180025095e-35 0.074235000000000009 -0.086814999999999989 -1.0000000180025095e-35 0.13775000000000001 -0.13972999999999997 0.085815000000000016 -0.080804999999999974 -0.097604999999999983 0.098600000000000007 0.084475000000000008 -0.085464999999999985 -0.022174999999999997 0.11404000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 9 8 -8 10 11 -1 -9 23 15 -15 -5 18 26 -11 -16 -13 -23 -14 -10 -26 -18
right_child=1 2 -4 16 -6 -7 7 12 24 19 -12 21 13 14 20 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28
leaf_value=0.00062710703967670291 0.00081804789277138744 0.00064594508330445197 3.4118043045599855e-05 0.00020011015220189983 0.00029479225040977678 0.00053822296756095278 0.0010600897998244976 0.00091689376775445843 0.00075941240654001508 0.00052091919261129064 0.00059060459764174555 0.00090043516971096348 0.00053270363680394794 0.00076567458693090908 0.00065280809632144545 0.00095767359692820611 0.00025286414153179496 0.0002278893315157288 0.00054984956571061056 0.00072736787960939512 0.00081673891213791718 0.000783088419328823 0.00065955645782959276 0.00067272465170826394 0.00080350005514866359 0.00095995130547631233 0.00038570842931805898
leaf_weight=78 52 83 58 72 52 60 55 56 65 65 72 52 60 81 99 74 52 61 61 53 79 600 52 65 92 67 52
leaf_count=78 52 83 58 72 52 60 55 56 65 65 72 52 60 81 99 74 52 61 61 53 79 600 52 65 92 67 52
internal_value=0 0.000384526 0.000338541 0.000379237 0.000510947 0.000757659 0.000765098 0.000801174 0.000881761 0.00073563 0.000752402 0.000767254 0.000757363 0.00073778 0.000787218 0.000857566 0.000319452 0.000357317 0.000404952 0.000613945 0.000725762 0.000782732 0.00077329 0.000605796 0.000837817 0.000869648 0.000319625
internal_weight=0 543 491 433 135 1825 1765 793 279 972 854 782 514 458 333 155 298 226 165 118 178 704 652 125 224 159 104
internal_count=2368 543 491 433 135 1825 1765 793 279 972 854 782 514 458 333 155 298 226 165 118 178 704 652 125 224 159 104
is_linear=0
shrinkage=0.0032998


Tree=8464
num_leaves=21
num_cat=0
split_feature=4 40 14 14 51 133 50 4 52 4 16 1213 132 16 1213 133 50 4 52 16
split_gain=5.34715 0.995507 0.985241 0.589605 0.506124 0.307291 0.324858 0.290293 0.213331 0.193445 0.17489 0.146743 0.171211 0.113566 0.0975488 0.143799 0.0626779 0.0480674 0.0461885 0.0400463
threshold=0.30163500000000004 -0.03549999999999999 -0.42214499999999994 0.076175000000000007 0.015475000000000001 -0.039759999999999997 0.083090000000000011 -0.011154999999999998 -0.085924999999999987 0.098655000000000007 -0.49181999999999998 -0.063509999999999997 0.082150000000000015 0.0086100000000000013 -0.12077499999999998 -0.0079049999999999971 0.11815500000000002 0.41816000000000003 -1.0000000180025095e-35 -0.38959499999999997
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 8 -2 4 9 -6 7 -7 -1 11 17 14 13 -13 -3 -16 -8 -4 -10 -11
right_child=2 3 10 -5 5 6 16 -9 18 19 -12 12 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.00076115247940025253 0.00070235936821526812 0.00086303098635464367 0.00023614603824652724 0.0011525886967936674 0.00095114986185282986 0.00069671285262461419 0.00088149026908091127 0.00039317290190617898 0.00042850687288862151 0.00079381051212164971 0.0001049528258038119 0.00089721454200184804 0.00072776207238721435 0.00082407570268860019 0.0011075528306335857 0.00089862785532893077 0.00072250410518456484 0.00036614526610259055 0.00056648687635898153 0.0006675303093835039
leaf_weight=52 62 90 63 69 52 79 57 62 52 69 79 724 100 365 76 74 60 66 62 55
leaf_count=52 62 90 63 69 52 79 57 62 52 69 79 724 100 365 76 74 60 66 62 55
internal_value=0 0.000830566 0.000336985 0.000851676 0.000840512 0.000718106 0.000671 0.000563491 0.000584668 0.000864923 0.000227906 0.000875905 0.00086057 0.000872733 0.000951732 0.00100472 0.00080026 0.00030293 0.000503858 0.000738083
internal_weight=0 2098 270 1932 1863 310 258 141 166 1553 208 1429 1189 1089 240 150 117 129 114 124
internal_count=2368 2098 270 1932 1863 310 258 141 166 1553 208 1429 1189 1089 240 150 117 129 114 124
is_linear=0
shrinkage=0.0032998


Tree=8465
num_leaves=24
num_cat=0
split_feature=3 43 4 1213 403 52 4 4 4 3 52 3 52 151 43 43 403 51 43 13 50 13 13
split_gain=0.217027 0.207871 0.147006 0.103217 0.146628 0.0741752 0.201352 0.0694025 0.069958 0.152721 0.0695086 0.0879188 0.0623141 0.0644818 0.0568699 0.056793 0.0564789 0.0538707 0.0483026 0.034487 0.0313538 0.0215097 0.015821
threshold=-0.010299999999999998 0.055170000000000004 -0.21586499999999997 -0.086979999999999988 -0.0051499999999999992 -0.025904999999999994 0.082475000000000007 0.070595000000000005 -0.15618499999999999 -0.15680499999999997 -0.090234999999999996 -0.089409999999999976 -0.034054999999999995 -0.081519999999999981 -0.083269999999999997 0.0015250000000000001 -0.53379499999999991 0.087425000000000017 -0.073404999999999984 -0.065824999999999981 0.11700000000000001 -0.070004999999999998 -0.087394999999999987
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 4 -1 17 -7 8 9 -5 11 -10 13 -12 -13 18 -14 -4 -9 -8 -18 -16 -6
right_child=1 -3 5 7 22 6 19 15 10 -11 12 14 16 -15 21 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.016950955041389295 0.0072201831245054431 0.010234550484291855 -0.00097269872701750027 0.0069221891555611113 0.003986264577018484 -0.012163631830090633 -0.0026744171278579175 0.0030708961694299419 0.013039467229947739 -0.0044474809521849014 -0.0026341450835965625 0.0099453519413509866 0.00060273941474901825 0.0048915261501110774 0.0018479206591790172 0.0071935896461179701 0.0058624352582061518 0.0054903768872537721 -0.0028980658107235981 0.0027053056424531079 0.0092667141037337045 0.0065195063770750817 0.0080083479978727123
leaf_weight=53 70 68 95 77 52 54 68 103 82 59 52 78 55 84 62 53 808 59 61 67 87 53 66
leaf_count=53 70 68 95 77 52 54 68 103 82 59 52 78 55 84 62 53 808 59 61 67 87 53 66
internal_value=0 0.00161216 0.000188138 0.0056227 0.00957796 -0.00124174 -0.00347852 0.00522705 0.00563566 0.00197655 0.00599998 0.0084017 0.00539016 0.00200085 0.00642195 0.00239991 0.00587347 0.00149175 0.000839779 0 0.00619536 0.00401654 0.00625113
internal_weight=0 481 413 1885 171 343 189 1714 1497 136 1361 275 1086 136 193 217 950 154 164 135 895 115 118
internal_count=2366 481 413 1885 171 343 189 1714 1497 136 1361 275 1086 136 193 217 950 154 164 135 895 115 118
is_linear=0
shrinkage=0.16829


Tree=8466
num_leaves=26
num_cat=0
split_feature=1 3 1 150 0 1 3 3 376 47 0 52 13 3 52 49 150 13 160 52 160 1 0 1212 13
split_gain=11.8101 2.19216 0.81044 0.865394 0.779673 0.661081 0.580488 0.445422 0.319993 0.426266 0.305564 0.299962 0.29412 0.246591 0.164915 0.155934 0.152011 0.0954913 0.125597 0.080866 0.0777967 0.0745354 0.115479 0.0693202 0.0295899
threshold=0.104035 -0.058704999999999993 0.089710000000000026 1.0000000180025095e-35 -0.079119999999999982 0.12205500000000001 0.31400500000000003 -0.041784999999999996 0.084145000000000011 0.07813500000000001 0.09395000000000002 -0.071919999999999984 -0.10278499999999999 0.0025650000000000004 -0.43163499999999994 0.10470500000000001 0.088985000000000009 -0.076289999999999983 -0.010599999999999998 0.088785000000000017 -0.40080999999999994 0.096950000000000022 -0.077259999999999981 0.049115000000000006 0.0052200000000000015
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=2 5 4 7 12 11 8 21 9 13 14 -2 -1 -3 -6 16 19 -16 -19 23 -21 22 -4 -14 -20
right_child=1 6 3 -5 10 -7 -8 -9 -10 -11 -12 -13 15 -15 17 -17 -18 18 24 20 -22 -23 -24 -25 -26
leaf_value=0.0011651995029169173 0.00091109788469826596 3.6880441633140769e-05 0.00092030623857344862 0.00040975740541816954 0.00099322021808728885 0.00028313319830708828 -0.00010293976917504993 0.0005678636668796968 1.4704860978968746e-08 0.00053549784553652243 0.00056599782981381103 0.00059207766236061437 0.00096410476023261441 0.00030494837919546624 0.00091280496533088741 0.00079152307216475944 0.00078797139650349339 0.00063788806597637473 0.00084382819855726105 0.00099584669228374432 0.00085628904045443027 0.00098005064070245517 0.00072326356031666549 0.0010528156924962135 0.00074634947617894436
leaf_weight=69 55 63 86 73 54 52 74 62 54 55 60 80 538 93 60 74 60 67 112 71 137 69 56 130 62
leaf_count=69 55 63 86 73 54 52 74 62 54 55 60 80 538 93 60 74 60 67 112 71 137 69 56 130 62
internal_value=0 0.000313489 0.000874291 0.000729865 0.000907715 0.000600374 0.000155132 0.000815333 0.00022733 0.000285339 0.000785685 0.00072231 0.000954617 0.000196916 0.000822716 0.000940196 0.000951913 0.00079201 0.00076179 0.000963101 0.000904096 0.000887882 0.000842847 0.000981422 0.000809297
internal_weight=0 526 1840 346 1494 187 339 273 265 211 415 135 1079 156 355 1010 936 301 241 876 208 211 142 668 174
internal_count=2366 526 1840 346 1494 187 339 273 265 211 415 135 1079 156 355 1010 936 301 241 876 208 211 142 668 174
is_linear=0
shrinkage=0.0032998


Tree=8467
num_leaves=22
num_cat=0
split_feature=4 12 1 12 1 16 12 11 4 11 43 3 15 16 16 12 3 16 43 402 52
split_gain=14.9373 5.80761 1.23664 1.05637 0.598499 0.580275 0.428081 0.406761 0.249877 0.19298 0.183843 0.204224 0.177115 0.109435 0.107385 0.127865 0.0855666 0.0640489 0.0583133 0.0299881 0.00156889
threshold=0.30163500000000004 0.077755000000000005 0.10124500000000002 0.093270000000000006 0.13052500000000003 0.022165000000000004 0.12106500000000002 1.0000000180025095e-35 0.03851000000000001 0.081365000000000007 -0.073404999999999984 0.091170000000000015 -0.43457999999999991 -0.065564999999999984 -0.15323999999999996 0.083705000000000016 -0.096099999999999977 0.21684500000000004 -0.0068249999999999986 0.11232500000000002 0.10855000000000002
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 2 10 7 18 13 8 14 9 17 -1 -12 -6 -4 -3 -16 -17 20 -2 -18 -5
right_child=4 3 5 6 12 -7 -8 -9 -10 -11 11 -13 -14 -15 15 16 19 -19 -20 -21 -22
leaf_value=0.0045857713310003953 0.0041278206648213004 0.0049173815319712086 0.0043625516360698722 0.0049993613871198968 0.0040429296047370432 0.0046935708720919752 0.0046454587078465634 0.0053354376150511126 0.004786174243302045 0.0051821762402068953 0.0049034753996393312 0.0046597756698153348 0.0037621923681839652 0.0041502171762137375 0.0052366103146387301 0.0049380619295912535 0.0050691894866129218 0.0048184648209605224 0.0042947992533446536 0.0051876719518615163 0.0049270525341163426
leaf_weight=64 52 64 79 186 58 52 65 71 103 52 110 71 54 57 64 73 780 52 94 52 113
leaf_count=64 52 64 79 186 58 52 65 71 103 52 110 71 54 57 64 73 780 52 94 52 113
internal_value=0 0.00493551 0.00459391 0.0050238 0.00409346 0.00439011 0.00490679 0.00508429 0.00494029 0.0049796 0.00475015 0.00480808 0.00390789 0.00427382 0.00506699 0.00507684 0.0050655 0.00494948 0.00423557 0.00507664 0.00497215
internal_weight=0 2108 433 1675 258 188 571 1104 506 403 245 181 112 136 1033 969 905 351 146 832 299
internal_count=2366 2108 433 1675 258 188 571 1104 506 403 245 181 112 136 1033 969 905 351 146 832 299
is_linear=0
shrinkage=0.0032998


Tree=8468
num_leaves=23
num_cat=0
split_feature=12 2 15 2 2 12 15 16 160 2 12 0 157 11 15 0 49 15 1454 1456 12 2
split_gain=4.89321 0.912709 0.695277 0.673109 0.59901 0.413697 0.403906 0.255622 0.245057 0.233408 0.194298 0.185938 0.135465 0.134697 0.120951 0.106209 0.0832335 0.0756804 0.0640992 0.0755279 0.0516976 0.0666595
threshold=0.077755000000000005 0.13388500000000003 -0.2987999999999999 0.10859000000000001 0.074875000000000011 0.093270000000000006 -1.0000000180025095e-35 -0.14839499999999997 -1.0000000180025095e-35 0.093200000000000019 0.082530000000000006 -0.13972999999999997 0.0029950000000000007 1.0000000180025095e-35 -0.025694999999999999 -0.073674999999999977 -0.078459999999999988 -0.05332499999999999 0.081720000000000015 -0.082149999999999987 0.10444500000000002 0.095195000000000016
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 8 4 -4 10 9 -7 -1 -6 -2 -5 14 16 15 -9 -12 -13 19 -18 21 -16
right_child=1 -3 3 11 6 7 -8 12 -10 -11 13 17 -14 -15 20 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00052353302830802375 0.0011650258779220982 0.00048638503797321381 0.00051347000690456636 0.00035174983309290358 0.00087748707726015014 0.00063798983711520305 0.0010132103377347094 0.00086720755939948392 0.00024619952599987013 0.00059617854419499652 0.00081914069984246609 0.00065733448897365072 0.0010391917859664443 0.0011184195896082815 0.00092018804157060715 0.00070204323991215629 0.0010887781573858514 0.00047589762969345837 0.00084580840389215906 0.0009562955517536351 0.00098018986523648794 0.00078640272285911042
leaf_weight=65 54 52 96 76 57 53 81 100 76 77 54 53 55 57 132 80 54 52 58 837 81 66
leaf_count=65 54 52 96 76 57 53 81 100 76 77 54 53 55 57 132 80 54 52 58 837 81 66
internal_value=0 0.000918368 0.000579189 0.000637836 0.000731162 0.00093171 0.0008282 0.000858602 0.000374298 0.000716103 0.000968888 0.000477286 0.000881282 0.000958863 0.000862283 0.000793997 0.00094976 0.000567816 0.000957156 0.000964364 0.000906212 0.000875771
internal_weight=0 1733 633 492 311 1681 215 567 141 134 1114 181 514 1060 459 180 1003 105 949 891 279 198
internal_count=2366 1733 633 492 311 1681 215 567 141 134 1114 181 514 1060 459 180 1003 105 949 891 279 198
is_linear=0
shrinkage=0.0032998


Tree=8469
num_leaves=19
num_cat=0
split_feature=3 2 51 1212 133 15 1 16 52 16 47 11 457 0 1 133 133 133
split_gain=0.233671 0.196664 0.154925 0.154736 0.146036 0.154791 0.136318 0.100281 0.205045 0.0943619 0.090681 0.086119 0.102058 0.0956643 0.0597257 0.0551971 0.0850831 0.046721
threshold=-0.010299999999999998 0.074875000000000011 0.10328000000000001 0.081560000000000007 0.059605000000000012 0.088795000000000013 0.084755000000000011 -0.4582 -0.05670999999999999 -0.082039999999999988 0.11043500000000002 0.093740000000000018 0.090150000000000022 -0.11692999999999999 0.10638500000000002 0.10864000000000001 0.2590050000000001 0.087605000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 10 5 9 -3 -8 14 -5 11 12 13 -1 -9 17 -17 -15
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12 -13 -14 15 -16 16 -18 -19
leaf_value=0.0043588642927573883 -0.0016403487316996566 0.011991516606686193 0.015486481319706107 0.015509875162292595 0.0058452575294797747 0.0095623300041935456 0.0091744026744385674 0.0021919940044715105 -0.0061724901706982855 0.024959470717796677 0.0034150254809982433 0.0033324374537823821 0.016739852511960356 0.0098436475194308426 0.0096280293178054952 0.0025750002346400938 0.0096702660280409795 0.012750036059092777
leaf_weight=97 85 80 56 75 53 72 76 64 60 52 73 62 58 925 60 71 152 195
leaf_count=97 85 80 56 75 53 72 76 64 60 52 73 62 58 925 60 71 152 195
internal_value=0 0.00568732 0.00726472 0.00985313 0.0137492 0.0158453 0.00590526 0.00402566 0.00188924 0.0193931 0.00925079 0.00952272 0.00977773 0.00949606 0.00580456 0.00986577 0.00741929 0.0103513
internal_weight=0 481 396 1885 252 199 340 260 184 127 1633 1560 1498 1440 124 1343 223 1120
internal_count=2366 481 396 1885 252 199 340 260 184 127 1633 1560 1498 1440 124 1343 223 1120
is_linear=0
shrinkage=0.16829


Tree=8470
num_leaves=19
num_cat=0
split_feature=4 12 13 4 12 4 12 13 13 11 11 43 16 13 43 43 48 43
split_gain=4.01046 1.21705 0.786601 0.641599 0.436885 0.24791 0.192787 0.171451 0.34432 0.171361 0.130282 0.126803 0.114474 0.0971425 0.0923267 0.0695599 0.0687868 0.0644187
threshold=0.30163500000000004 -0.010219999999999998 -0.23438999999999996 -0.0047649999999999993 0.11769500000000001 0.029980000000000003 0.09697500000000002 -0.0074049999999999993 -0.15714499999999998 1.0000000180025095e-35 0.085630000000000026 0.043850000000000007 -0.046599999999999996 1.0000000180025095e-35 0.12397000000000001 -0.027294999999999996 -0.0046349999999999994 -0.0094899999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 9 12 8 -2 11 -11 16 17 -9 -13 -5 -4 -7
right_child=7 2 4 15 -6 6 -8 13 -10 10 -12 14 -14 -15 -16 -17 -18 -19
leaf_value=0.00040376685223121893 0.00052664824226947001 0.00048471165645377863 0.0010214039705592733 0.00068799505314354062 0.00065901531054244201 0.00081773510647570043 0.00062390962123833331 0.00058805389283007469 0.00019585530687514982 0.0011576010593042341 0.00092239983116276629 0.00074576019225931918 0.00071054765062373909 0.00039353326531771821 0.00089564236428494269 0.00086389901395147843 0.00090386962098974266 0.00097011584510506678
leaf_weight=97 58 57 62 52 94 63 58 65 85 52 56 101 52 52 89 53 1162 69
leaf_count=97 58 57 62 52 94 63 58 65 85 52 56 101 52 52 89 53 1162 69
internal_value=0 0.00084218 0.000867917 0.000598011 0.000879654 0.000891392 0.000792133 0.000407639 0.000330269 0.000907151 0.00103597 0.000897287 0.000844969 0.000501901 0.000816154 0.00077712 0.000909852 0.000897656
internal_weight=0 2117 1915 202 1858 1764 242 260 143 1522 108 1414 184 117 190 105 1224 132
internal_count=2377 2117 1915 202 1858 1764 242 260 143 1522 108 1414 184 117 190 105 1224 132
is_linear=0
shrinkage=0.0032998


Tree=8471
num_leaves=20
num_cat=0
split_feature=4 12 3 3 12 4 2 49 3 4 14 3 15 2 3 483 2 52 4
split_gain=0.175544 0.222054 0.108388 0.115142 0.178282 0.175415 0.126476 0.0922856 0.0832949 0.104489 0.0719278 0.105872 0.153083 0.0699334 0.0846214 0.0653508 0.0790007 0.0495136 0.0378942
threshold=0.24099500000000004 0.10031500000000002 0.25468500000000005 -0.0047649999999999993 0.082780000000000006 -0.019114999999999997 0.093765000000000015 -0.084604999999999986 -0.11327499999999999 -0.15618499999999999 -0.30192499999999994 0.10449500000000002 -0.17677499999999999 0.10575500000000002 0.081640000000000004 -1.0000000180025095e-35 0.089165000000000008 -0.069034999999999985 -0.079614999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 -1 -7 -6 9 -9 -2 12 -12 14 -5 16 -10 -16 -17
right_child=1 -3 -4 13 7 6 -8 8 15 -11 11 -13 -14 -15 17 18 -18 -19 -20
leaf_value=-0.0018798108847782196 0.00089389007656428339 -0.0049830526745995038 0.0012223480520351276 0.016131588706634954 0.0025066062057874485 0.013596962538255371 0.002073195846623568 0.0087154408398365264 0.017437929617086571 0.01793240500899574 -0.0012272821710234403 0.012514524746549191 0.010353036039981387 0.017625129546910517 0.011516729383040953 0.0070704230195335538 0.0084997795793601751 0.0045213713546461386 0.0090667104078113302
leaf_weight=91 54 59 56 55 62 57 52 75 53 67 62 83 67 55 59 414 62 58 836
leaf_count=91 54 59 56 55 62 57 52 75 53 67 62 83 67 55 59 414 62 58 836
internal_value=0 0.00434012 0.00856179 0.0087668 0.00830583 0.00355885 0.00811587 0.00890978 0.00917202 0.0130769 0.00641479 0.00781258 0.00477337 0.0123513 0.0106544 0.00876448 0.0126347 0.0080643 0.00840698
internal_weight=0 325 2052 1996 1769 200 109 1569 1507 142 266 212 129 227 172 1365 115 117 1250
internal_count=2377 325 2052 1996 1769 200 109 1569 1507 142 266 212 129 227 172 1365 115 117 1250
is_linear=0
shrinkage=0.16829


Tree=8472
num_leaves=16
num_cat=0
split_feature=4 13 13 39 15 403 133 4 13 474 1429 3 39 4 43
split_gain=0.121412 0.153374 0.169237 0.100385 0.072207 0.0649925 0.108066 0.0787496 0.0942528 0.0595807 0.0500342 0.0342541 0.027515 0.0739299 0.025711
threshold=0.24099500000000004 -0.15714499999999998 -0.089899999999999994 0.10076500000000001 -0.14524999999999996 -0.121015 0.12330000000000001 -0.51381999999999983 -0.16152999999999998 0.10523500000000001 0.086650000000000019 -0.082844999999999988 0.093225000000000016 0.50609000000000004 -0.021544999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 14 6 -6 -7 -9 10 -10 -8 13 -4 -1
right_child=1 2 12 -5 5 7 11 8 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0089184583261456927 0.010998015374798244 -0.0067874338221955242 0.0023955360384372757 -0.00014337938494606592 -0.0011613444526478575 0.013790694546458638 0.009680864269321408 0.0010076196499177773 0.0074804866676678973 0.01277137793291218 0.0025902138658546155 0.0045220413057702529 0.00066529874828934014 0.010190532784368992 0.014360559857139374
leaf_weight=52 64 52 101 52 69 54 68 67 1433 59 63 83 55 53 52
leaf_count=52 64 52 101 52 69 54 68 67 1433 59 63 83 55 53 52
internal_value=0 0.00360972 0.00179115 0.00712269 0.00731251 0.00707327 0.00433407 0.00743176 0.00721895 0.00748542 0.00727575 0.00685712 0.00393412 0.0050899 0.0116568
internal_weight=0 325 261 2052 2000 1896 220 1676 1622 1555 1496 151 209 154 104
internal_count=2377 325 261 2052 2000 1896 220 1676 1622 1555 1496 151 209 154 104
is_linear=0
shrinkage=0.16829


Tree=8473
num_leaves=15
num_cat=0
split_feature=1 1 42 151 457 0 0 49 1 0 15 1429 43 51
split_gain=0.160232 0.207662 0.135623 0.0926383 0.130484 0.0769576 0.0733042 0.0994702 0.0674429 0.0541607 0.193478 0.0606383 0.0421151 0.0407444
threshold=0.11332500000000002 0.10980000000000002 0.10882000000000001 0.08357500000000001 0.094845000000000013 -0.14989499999999997 -0.042364999999999993 -0.022974999999999999 0.084525000000000003 -0.11073999999999999 -0.093124999999999986 0.084895000000000012 -0.033174999999999989 0.086090000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 8 7 -2 -1 10 -7 13 -9 -11
right_child=2 -3 -4 -5 -6 9 -8 12 -10 11 -12 -13 -14 -15
leaf_value=0.014495862469273207 -0.0011377260287016755 0.016314116381769744 -0.00548389485057027 -0.00041116644988647456 0.013836461967475183 0.0090070343349289463 -0.00080812192955585121 0.0039448479894194687 0.0064207270131698396 0.0051194013655391701 -0.0055019974504067022 0.009717083532952784 0.0095529673208000557 0.0077637395063082249
leaf_weight=52 52 55 55 65 59 52 77 65 70 1333 52 102 96 192
leaf_count=52 52 55 55 65 59 52 77 65 70 1333 52 102 96 192
internal_value=0 0.00609612 0.00216494 0.00581095 0.00602342 0.00577368 0.00362178 0.00523164 0.00987731 0.00548342 0.00173524 0.0057219 0.00729998 0.00545351
internal_weight=0 2032 345 1977 1912 1853 290 213 122 1731 104 1627 161 1525
internal_count=2377 2032 345 1977 1912 1853 290 213 122 1731 104 1627 161 1525
is_linear=0
shrinkage=0.16829


Tree=8474
num_leaves=16
num_cat=0
split_feature=4 3 12 42 150 4 4 14 3 16 1456 12 3 12 3
split_gain=8.08953 2.68395 1.36488 0.580954 0.491347 0.41988 0.348008 0.234635 0.184432 0.246426 0.133107 0.170733 0.0724795 0.0717258 0.033902
threshold=0.30163500000000004 0.20828500000000003 -0.010219999999999998 0.11902500000000001 0.081245000000000026 -0.0047649999999999993 0.04105000000000001 0.019675000000000002 -0.055389999999999988 -0.49181999999999998 -0.077769999999999992 0.082780000000000006 -0.08317999999999999 0.09334000000000002 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 8 -1 7 10 -2 -10 12 -12 -4 14 -8
right_child=4 -3 3 -5 -6 -7 13 -9 9 -11 11 -13 -14 -15 -16
leaf_value=0.00052830659006448955 0.00043147037491676163 0.00028501036837202986 0.0010319212184594572 0.00074495823690095349 0.00060492362475180774 0.00085051431137240434 0.0010211236749042929 0.0012270562070244889 0.00038040415364820878 0.00010049706899572004 0.00091368074251603894 0.0010300362873962696 0.0011991859257192287 0.00082930175048394849 0.00090349189098405105
leaf_weight=83 52 63 53 91 59 96 52 68 54 95 162 1191 75 103 80
leaf_count=83 52 63 53 91 59 96 52 68 54 95 162 1191 75 103 80
internal_value=0 0.000956679 0.000977263 0.00100359 0.000339699 0.000701308 0.00101676 0.00103486 0.000261671 0.000202176 0.00102601 0.00101613 0.0011302 0.000897304 0.000950099
internal_weight=0 2117 2054 1875 260 179 1784 1549 201 149 1481 1353 128 235 132
internal_count=2377 2117 2054 1875 260 179 1784 1549 201 149 1481 1353 128 235 132
is_linear=0
shrinkage=0.0032998


Tree=8475
num_leaves=15
num_cat=0
split_feature=149 4 11 4 13 483 16 13 16 4 4 1 484 12
split_gain=0.104029 0.145885 0.147463 0.0986208 0.133634 0.118502 0.147004 0.197804 0.103395 0.0614542 0.132477 0.05824 0.0488895 0.0563948
threshold=0.079625000000000015 -0.51253999999999988 0.08976000000000002 1.0000000180025095e-35 -0.19676999999999997 0.093585000000000015 -0.41574999999999995 -0.086304999999999979 -0.53299999999999992 -0.17689999999999997 -0.13833499999999996 0.08845500000000002 0.093320000000000014 0.083425000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 6 8 -8 -6 11 -11 -3 13 -12
right_child=-2 2 -4 4 5 -7 7 -9 -10 10 12 -13 -14 -15
leaf_value=-0.0039570197114730437 0.011594162010696858 0.0050285973857643745 0.012775969170869345 0.0095664069633928372 9.126987224362475e-05 0.0088676100697812465 -0.010295874756059116 0.00090262233056967076 0.0087243334648277326 -0.0027699750741322559 0.0027207451073402653 0.012790857299826593 0.0014739424653617884 0.0060730936743767514
leaf_weight=55 62 53 64 75 65 64 52 316 101 59 166 59 87 1082
leaf_count=55 62 53 64 75 65 64 52 316 101 59 166 59 87 1082
internal_value=0 0.00458801 0.00479834 0.00456321 0.00286379 0.00202016 0.00119612 -0.000674892 0.00535474 0.00532145 0.00501387 0.00913369 0.00535922 0.00562863
internal_weight=0 2298 2243 2179 673 598 534 368 166 1506 1394 112 1335 1248
internal_count=2360 2298 2243 2179 673 598 534 368 166 1506 1394 112 1335 1248
is_linear=0
shrinkage=0.16829


Tree=8476
num_leaves=20
num_cat=0
split_feature=12 10 123 12 13 14 13 0 48 157 159 159 13 0 16 16 12 43 43
split_gain=2.02845 0.422281 0.421978 0.361693 0.296826 0.294549 0.289321 0.297822 0.265866 0.186209 0.203233 0.191793 0.168093 0.191325 0.150463 0.169495 0.150376 0.0612879 0.0273825
threshold=0.077755000000000005 -0.0082499999999999987 0.089155000000000012 0.13969000000000004 -0.39067499999999994 -0.073114999999999986 -0.15310499999999996 0.10798500000000001 0.093015000000000014 -0.082934999999999995 0.081445000000000017 0.096385000000000012 0.034905000000000012 -0.075624999999999984 0.15454000000000004 -0.0094449999999999968 0.085065000000000016 0.035255000000000009 -0.078409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 -6 -2 9 14 16 12 -12 17 -14 15 -7 -8 -11 -13
right_child=3 2 -4 -5 5 8 7 -9 -10 10 11 18 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00020633226972098994 0.00043816745069118299 0.00027665295945966038 0.00025443017937731795 0.00039338483668466311 0.00076405845147620535 0.0005568366402323758 0.00091499687734640761 0.00090494412722575768 0.00029506167739662978 0.00069512364252646158 0.00038080212151874951 0.00056891723289616465 0.00064720229860122365 0.00040390733791572915 0.00068488741368809627 0.0003447281325596425 0.00069709191771533791 0.00062733915980235687 0.00068205418818416169
leaf_weight=76 59 53 84 55 56 165 56 60 56 907 54 55 111 53 66 56 98 188 52
leaf_count=76 59 53 84 55 56 165 56 60 56 907 54 55 111 53 66 56 98 188 52
internal_value=0 0.000437351 0.000470041 0.000658302 0.000510033 0.000540945 0.000666887 0.000675124 0.000504416 0.000666341 0.000654363 0.000542801 0.000668601 0.000568791 0.000545142 0.000503249 0.000776559 0.000683518 0.000624229
internal_weight=0 612 536 1748 452 399 1693 1634 343 1574 1420 161 1259 164 287 221 154 1095 107
internal_count=2360 612 536 1748 452 399 1693 1634 343 1574 1420 161 1259 164 287 221 154 1095 107
is_linear=0
shrinkage=0.0032998


Tree=8477
num_leaves=26
num_cat=0
split_feature=1 2 16 2 1 43 49 13 2 2 11 2 16 52 52 52 16 16 1213 43 51 474 49 2 133
split_gain=9.67569 1.21774 0.756593 0.612267 0.513983 0.332095 0.301837 0.228655 0.20009 0.199881 0.191037 0.18294 0.18465 0.171926 0.249789 0.15432 0.110856 0.102407 0.0940894 0.0926549 0.177703 0.0859754 0.0516601 0.0501036 0.019291
threshold=0.10752500000000002 0.14307 0.25761500000000009 0.099675000000000014 0.092860000000000012 -0.063549999999999982 -0.048579999999999991 -0.032264999999999995 0.11252000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.088555000000000009 -0.091354999999999978 -0.41304999999999997 0.044705000000000002 0.11037500000000001 -0.061784999999999993 -0.14839499999999997 -0.12077499999999998 -0.084794999999999995 -1.0000000180025095e-35 0.085295000000000024 0.085805000000000006 0.11177500000000001 0.08709500000000002
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 5 4 10 9 -5 -6 -7 -2 11 15 17 22 23 18 -16 -13 -1 24 -21 -20 -8 -15 -14
right_child=1 -3 -4 6 7 8 13 -9 -10 -11 -12 12 19 14 16 -17 -18 -19 21 20 -22 -23 -24 -25 -26
leaf_value=0.00082585339190155958 6.058355274883205e-05 2.3313496101023591e-06 0.00075528532703831664 0.00052310905808085231 0.00083749548267469129 0.00058255525658609797 0.00097525100151271455 0.00059455148814216126 0.00034588461102130774 0.00033696236793343454 0.0010943158848728471 0.00084510410076991623 0.0010351121134736486 0.00070319684482756707 0.00092805830810147733 0.00077603694835465232 0.00072718309343544412 0.00063717703071946934 0.0009828282048612105 0.00068986684178241192 0.00091241633297364777 0.00086111590908687823 0.00082488190318335717 0.00056284069870225241 0.00093193875532586185
leaf_weight=57 52 97 61 52 103 68 58 74 94 64 72 54 53 62 77 56 53 54 629 52 179 76 53 58 52
leaf_count=57 52 97 61 52 103 68 58 74 94 64 72 54 53 62 77 56 53 54 629 52 179 76 53 58 52
internal_value=0 0.00032871 0.000421995 0.000873277 0.000904175 0.000348736 0.000760147 0.000736125 0.000445445 0.000213372 0.000926446 0.000916841 0.00086202 0.000794193 0.000745399 0.000946554 0.000846434 0.000741467 0.000959039 0.000900664 0.000862471 0.000969757 0.000903771 0.000635652 0.000984352
internal_weight=0 436 339 1924 1511 278 413 177 162 116 1334 1262 444 361 250 818 130 108 762 336 231 705 111 120 105
internal_count=2360 436 339 1924 1511 278 413 177 162 116 1334 1262 444 361 250 818 130 108 762 336 231 705 111 120 105
is_linear=0
shrinkage=0.0032998


Tree=8478
num_leaves=21
num_cat=0
split_feature=1 3 39 15 3 52 1 39 157 15 157 3 15 3 51 3 42 3 3 160
split_gain=11.4122 1.88432 1.77148 0.698898 0.524815 0.390485 0.386557 0.250175 0.230586 0.356687 0.281109 0.537731 0.258636 0.21355 0.13545 0.128168 0.118614 0.0735338 0.0125534 0.000140104
threshold=0.10752500000000002 -0.055839999999999994 0.081875000000000017 -0.092059999999999989 0.10323000000000002 -0.071919999999999984 0.094750000000000015 0.089200000000000015 -0.082259999999999986 0.03981500000000001 1.0000000180025095e-35 -0.12077499999999998 0.11568500000000001 -0.01223 0.084400000000000017 0.149315 0.083795000000000022 -0.082254999999999981 -0.069254999999999997 -0.08538999999999998
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 3 4 -2 8 -3 -4 15 16 10 11 -10 14 -13 17 -7 -1 -11 -14 -18
right_child=1 5 6 -5 -6 7 -8 -9 9 12 -12 13 18 -15 -16 -17 19 -19 -20 -21
leaf_value=0.0013788191652349918 0.00056702839145120014 0.00020159897433569108 0.00094575919380123256 0.0010479115530299425 0.00088756781000138966 0.00066147677380704983 0.00055813420877766557 0.00031799525035564882 0.0008081502010529294 0.0012428912843290363 0.0012789752920209377 0.0011423780325113013 0.0011029492024500873 0.00094827242639752255 0.0013731953168337418 0.00045803081258802037 0.0011787376194513303 0.0011658096426668757 0.001018545087327975 0.0012359287396349723
leaf_weight=86 54 81 53 86 73 66 61 76 71 428 91 463 62 74 70 73 52 229 57 54
leaf_count=86 54 81 53 86 73 66 61 76 71 428 91 463 62 74 70 73 52 229 57 54
internal_value=0 0.000547034 0.00113847 0.00086268 0.00116363 0.000397624 0.000738655 0.000471311 0.00117522 0.00116157 0.00110581 0.00107984 0.0012076 0.0011157 0.00123125 0.000554885 0.00128481 0.00121608 0.00106282 0.00120821
internal_weight=0 436 1924 140 1810 296 114 215 1737 1545 699 608 846 537 727 139 192 657 119 106
internal_count=2360 436 1924 140 1810 296 114 215 1737 1545 699 608 846 537 727 139 192 657 119 106
is_linear=0
shrinkage=0.0032998


Tree=8479
num_leaves=17
num_cat=0
split_feature=4 3 123 3 123 132 3 2 157 457 0 12 4 15 0 157
split_gain=4.03829 2.06189 1.50415 0.371299 0.401573 0.310379 0.281853 0.261599 0.247448 0.379062 0.269156 0.253941 0.186366 0.111668 0.0641538 0.0473064
threshold=0.40124500000000002 0.11745500000000002 1.0000000180025095e-35 0.12566000000000002 0.087755000000000014 0.082150000000000015 -0.013119999999999998 0.096930000000000016 -0.082259999999999986 0.083570000000000019 -0.15653499999999998 0.084760000000000016 0.049545000000000006 -0.42759999999999992 -0.080514999999999989 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 13 8 -4 14 11 10 -10 -1 -12 -2 -7 -13
right_child=3 -3 6 -5 -6 7 -8 -9 9 -11 12 15 -14 -15 -16 -17
leaf_value=0.0012292756619017358 0.00073547199942834945 0.00045956398322427215 0.00038821180434513402 0.00022858279191899394 0.00028957987905988151 0.00098550337495646365 0.00072101323098168804 0.00064454776461641552 0.0012002379326405267 0.00071528233185930905 0.00097842610555206678 0.00090926711864139983 0.00087051278939357356 0.00053377842437674463 0.00082594764131511944 0.0010500498599697956
leaf_weight=81 63 103 52 58 52 69 61 58 55 67 1196 54 212 61 53 65
leaf_count=81 63 103 52 58 52 69 61 58 55 67 1196 54 212 61 53 65
internal_value=0 0.00091566 0.000938865 0.000458619 0.000534226 0.000960777 0.000568177 0.000829051 0.000974462 0.000959993 0.000971176 0.00108498 0.000962203 0.000636536 0.000916477 0.000986461
internal_weight=0 2126 2023 234 176 1910 113 180 1730 1530 1463 200 1408 124 122 119
internal_count=2360 2126 2023 234 176 1910 113 180 1730 1530 1463 200 1408 124 122 119
is_linear=0
shrinkage=0.0032998


Tree=8480
num_leaves=19
num_cat=0
split_feature=1 11 16 15 151 147 0 16 475 15 12 157 15 159 0 12 156 399
split_gain=0.317329 0.136798 0.115791 0.262991 0.101521 0.107134 0.0992224 0.117051 0.089806 0.0859543 0.155185 0.135513 0.149758 0.0797627 0.130706 0.0736174 0.0513232 0.0512074
threshold=0.10538500000000002 0.084110000000000004 0.12292000000000002 -0.015464999999999998 -0.11633499999999998 0.087210000000000024 -0.14216999999999999 -0.074874999999999983 -0.094164999999999985 0.03981500000000001 0.083795000000000022 -0.08205999999999998 -0.045404999999999994 0.10652000000000002 -0.13010499999999997 -0.081314999999999985 0.084085000000000007 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 13 -1 6 7 -6 -8 11 -11 16 -13 14 -2 -16 -10 -12
right_child=1 -3 -4 -5 5 -7 8 -9 9 10 17 12 -14 -15 15 -17 -18 -19
leaf_value=0.013492558994575266 -0.00089022936213655119 0.010770144342015772 0.0076132834398372779 -0.0096029071645501243 0.0078030536295464158 -4.7730619940058014e-05 0.013878532557133788 0.018006709175697706 0.0077685450438100215 0.016960063484525945 0.0070911211967949082 0.0063426107223781905 0.00060276358077769479 -0.0032492702281172814 0.011453919165658116 0.0038373868740702258 0.014661903537053805 0.011836966244579
leaf_weight=81 98 55 81 60 78 53 56 55 75 54 647 440 183 54 62 88 54 73
leaf_count=81 98 55 81 60 78 53 56 55 75 54 647 440 183 54 62 88 54 73
internal_value=0 0.00284737 0.00185967 0.000567299 0.00763985 0.00737069 0.007601 0.0120361 0.007227 0.00698173 0.0082319 0.00569259 0.00465947 0.00259382 0.00387335 0.00699753 0.0106681 0.00757479
internal_weight=0 498 443 362 1849 1768 1715 133 1582 1526 774 752 623 302 248 150 129 720
internal_count=2347 498 443 362 1849 1768 1715 133 1582 1526 774 752 623 302 248 150 129 720
is_linear=0
shrinkage=0.16829


Tree=8481
num_leaves=23
num_cat=0
split_feature=1 52 39 1 47 13 13 43 13 47 47 151 49 151 13 1 52 13 43 50 456 43
split_gain=6.33898 1.0069 0.498369 0.459082 0.226617 0.158238 0.240506 0.141477 0.242154 0.141316 0.213459 0.146042 0.2382 0.146736 0.106937 0.159433 0.104936 0.10283 0.172678 0.0907296 0.0305396 0.0276619
threshold=0.104035 -0.29521499999999995 0.081875000000000017 0.12394500000000001 0.10648500000000001 0.034905000000000012 0.066010000000000013 -0.076554999999999984 -0.33260499999999998 0.077555000000000013 0.09364500000000002 -0.092724999999999988 0.091235000000000011 -0.0071249999999999985 -0.035449999999999988 0.10915500000000002 0.026115000000000003 0.102565 -0.43328499999999998 0.11198000000000001 0.086080000000000004 -0.063549999999999982
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 -2 5 4 14 9 -7 -5 -9 11 -11 -1 13 20 -3 -16 21 -8 -19 -15 -13 -14
right_child=1 3 -4 7 -6 6 17 8 -10 10 -12 12 16 19 15 -17 -18 18 -20 -21 -22 -23
leaf_value=0.00099703045396664735 0.00078152995450720211 0.00048063590223064039 0.00058701055491744848 8.2913329765432026e-05 0.00063387956302691552 0.0005540901019612961 0.00092597726372504335 0.00013007628006339676 0.00040224387057814852 0.0010904083004661604 0.00084063654501209803 0.00066899213089253713 0.0005854800461566952 0.00085994880468370739 0.00044620227654639015 0.0002009826157696403 0.00082119518459408225 0.0008722122928329542 0.00062538753312614439 0.00071412019474783608 0.00078454879079450576 0.00069876438692169753
leaf_weight=56 66 81 100 55 52 55 56 65 80 61 103 59 55 942 58 59 56 65 62 52 56 53
leaf_count=56 66 81 100 55 52 55 56 65 80 61 103 59 55 942 58 59 56 65 62 52 56 53
internal_value=0 0.000400491 0.000814724 0.000344527 0.000438947 0.000827859 0.000747492 0.000226326 0.000280481 0.000840647 0.000933754 0.000829131 0.000821717 0.00083924 0.000387574 0.000322846 0.000703008 0.000805426 0.000751993 0.000852355 0.00072557 0.0006414
internal_weight=0 516 1831 450 250 1731 238 200 145 1493 164 1329 1273 1109 198 117 164 183 127 994 115 108
internal_count=2347 516 1831 450 250 1731 238 200 145 1493 164 1329 1273 1109 198 117 164 183 127 994 115 108
is_linear=0
shrinkage=0.0032998


Tree=8482
num_leaves=32
num_cat=0
split_feature=2 12 2 2 2 12 16 3 39 16 15 133 3 15 2 39 16 15 49 16 49 13 13 151 403 15 16 133 3 3 15
split_gain=4.03727 2.02143 0.745353 1.29384 0.389706 0.384172 0.216614 0.21151 0.21122 0.1987 0.193206 0.176733 0.155918 0.154702 0.153368 0.151109 0.126469 0.119689 0.139771 0.142695 0.109314 0.107655 0.0860814 0.108042 0.105578 0.0714515 0.0588881 0.0484393 0.0546289 0.0397244 0.027052
threshold=0.13538500000000001 0.077755000000000005 -1.0000000180025095e-35 0.10406500000000002 0.16730000000000003 0.088125000000000023 -1.0000000180025095e-35 -0.12077499999999998 0.085095000000000018 -0.042349999999999992 -0.097269999999999981 -0.44909999999999994 0.10323000000000002 -0.035449999999999988 0.090115000000000015 0.086210000000000023 -0.18776499999999999 -0.074054999999999996 0.082865000000000008 0.070130000000000012 0.088030000000000011 -0.082264999999999991 -0.085034999999999986 -0.0067699999999999991 -0.0064299999999999991 0.085300000000000015 0.40304500000000004 0.087035000000000015 -0.081644999999999981 -0.081854999999999997 -0.012569999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 9 10 7 11 -3 12 -4 -2 -7 -5 16 -11 -1 -13 -8 19 -19 -18 -15 24 -24 -9 30 -21 28 -26 -23 -25
right_child=4 5 3 8 -6 6 17 22 -10 14 -12 13 -14 21 -16 -17 20 18 -20 26 -22 29 23 25 27 -27 -28 -29 -30 -31 -32
leaf_value=0.00057254004134529802 0.00031184219501595678 0.0011566750915435052 0.00081720562116333506 0.00034022835240782832 0.00010579833533427713 0.0010969763946362249 0.00092516143152769669 0.0011228018608051785 0.00073118041671807791 0.00116356821055051 0.00057752842260313869 0.00068267804188276813 0.0005752230659348364 0.0010461055610001702 0.00091064965118280194 0.00033503053826727027 0.00094585882484269799 0.00070054767901501765 0.00063023506981141548 0.00096802358385637626 0.00076736865153672056 0.00094034299058210011 0.00078459892878932297 0.00092464332320632374 0.0010579409943827498 0.00087302738207692117 0.00082227249311782151 0.00087713817566310002 0.00092765721216705706 0.00085940244230217893 0.0010259682364466207
leaf_weight=58 60 70 81 52 53 55 82 67 53 54 61 53 79 83 55 61 95 76 57 56 67 195 54 52 86 89 81 54 72 124 112
leaf_count=58 60 70 81 52 53 55 82 67 53 54 61 53 79 83 55 61 95 76 57 56 67 195 54 52 86 89 81 54 72 124 112
internal_value=0 0.000865352 0.00067929 0.000751806 0.00034263 0.000919931 0.000879663 0.000982735 0.000554117 0.000943066 0.000446074 0.000914817 0.000482212 0.000898522 0.00103627 0.000451088 0.000825687 0.000812451 0.000778089 0.000817491 0.000872256 0.000937388 0.000961897 0.000922356 0.00100528 0.00095162 0.000882107 0.000967973 0.000998794 0.000908991 0.000994056
internal_weight=0 2173 493 374 174 1680 1024 656 184 190 121 672 131 617 109 119 215 352 270 213 162 402 586 307 279 253 137 212 158 319 164
internal_count=2347 2173 493 374 174 1680 1024 656 184 190 121 672 131 617 109 119 215 352 270 213 162 402 586 307 279 253 137 212 158 319 164
is_linear=0
shrinkage=0.0032998


Tree=8483
num_leaves=27
num_cat=0
split_feature=1 52 484 484 1 11 160 158 0 0 42 0 42 42 42 2 1 1 2 0 129 52 52 49 42 52
split_gain=0.300484 0.100541 0.0766406 0.139869 0.0883431 0.119931 0.0978119 0.0972009 0.0797763 0.122898 0.0712929 0.125137 0.0697486 0.0657058 0.0671576 0.0659823 0.0647973 0.0508466 0.0573941 0.0484153 0.0479156 0.0385788 0.0351522 0.0342071 0.033632 0.0868942
threshold=0.12007000000000002 -0.065699999999999981 -0.059599999999999993 -0.079429999999999987 0.089625000000000024 0.081790000000000015 -0.24131999999999995 0.07968500000000002 -0.10566999999999999 -0.066264999999999991 -0.056754999999999993 -0.060199999999999997 0.086855000000000016 0.08400500000000001 0.065960000000000019 0.09796500000000001 0.10797500000000002 0.13522500000000001 0.14271500000000001 -0.081964999999999996 0.084970000000000004 -0.008794999999999999 0.078180000000000013 0.085350000000000023 0.083725000000000008 -0.008794999999999999
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 3 24 7 6 -6 10 16 21 19 13 -13 14 -12 -15 -8 -3 -19 20 -4 -10 -21 -9 -1 -26
right_child=1 17 4 -5 5 -7 8 23 9 -11 11 12 -14 15 -16 -17 -18 18 -20 22 -22 -23 -24 -25 25 -27
leaf_value=0.0092055047922641204 -0.0044432990083534936 -0.00011423367933061048 0.00050704785709200734 -0.0025839135181064538 0.011748514804943355 0.012081007970923395 -0.0021452723312967562 0.015596937218212054 0.011575268570410156 0.00081632562765251743 0.010351364840058599 -0.00076302654491083291 0.0077242642019417773 0.0074649500009052565 0.016993062792135121 0.013544694555870729 0.0051449048497775769 0.0094474918783807142 0.0015679604514763793 0.0053787284742737272 0.007008590941945443 0.0064337514097112828 0.010067340047571255 0.0097691665692099649 0.0017447250983046428 0.0097766816985486171
leaf_weight=87 68 78 75 59 53 77 85 67 64 98 207 54 55 357 56 60 58 53 53 100 57 126 87 54 94 65
leaf_count=87 68 78 75 59 53 77 85 67 64 98 207 54 55 357 56 60 58 53 53 100 57 126 87 54 94 65
internal_value=0 0.00107527 0.00723462 0.00475316 0.00765643 0.00589594 0.00490824 0.00845858 0.00406292 0.0056773 0.00795981 0.0088226 0.00350307 0.00967265 0.0117724 0.00834404 0.000799019 0.0031245 0.00552468 0.00582019 0.00332814 0.00817509 0.00756967 0.013011 0.00652017 0.00503953
internal_weight=0 252 2095 305 1790 561 484 1229 431 288 1108 789 109 680 263 417 143 184 106 319 132 190 187 121 246 159
internal_count=2347 252 2095 305 1790 561 484 1229 431 288 1108 789 109 680 263 417 143 184 106 319 132 190 187 121 246 159
is_linear=0
shrinkage=0.16829


Tree=8484
num_leaves=18
num_cat=0
split_feature=4 2 123 2 2 3 16 16 52 43 4 4 13 12 16 4 3
split_gain=6.33514 1.68986 0.934468 0.379334 0.350935 0.558441 0.263964 0.438326 0.250498 0.245536 0.265429 0.211484 0.206911 0.162559 0.158615 0.153834 0.103908
threshold=0.30163500000000004 0.14234000000000005 0.081180000000000016 0.13538500000000001 0.10060500000000001 -0.14162499999999997 0.25761500000000009 -0.015159999999999998 0.026115000000000003 -0.038674999999999994 0.0066850000000000008 -0.040489999999999991 -0.006219999999999999 -0.089089999999999989 0.061395000000000012 -0.050564999999999992 0.085315000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 -1 7 8 -6 10 15 -8 -2 -4 16 -7 -11
right_child=3 -3 13 -5 6 9 11 -9 -10 14 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00118514302264717 0.00028838394922447427 0.00040225420048152635 0.00075081675572235857 0.00012942429027129631 0.00067277136093327075 0.00084092420975683392 0.0010646843037524364 0.0005128923673182054 0.00095248672034265933 0.00096778912898762184 0.00071974999899756219 0.00081246180382381805 0.00052445923303779274 0.00050772983516166211 0.0011270225206802733 0.00094947346485811852 0.0008109182311164877
leaf_weight=99 79 76 59 77 57 236 73 60 95 602 95 76 85 64 67 394 53
leaf_count=99 79 76 59 77 57 236 73 60 95 602 95 76 85 64 67 394 53
internal_value=0 0.000886177 0.000904277 0.000321151 0.000922296 0.000944092 0.000828858 0.000753199 0.000847825 0.000927575 0.000884134 0.00093627 0.000410955 0.000624619 0.000971148 0.000908866 0.00095515
internal_weight=0 2106 2030 241 1907 1546 361 212 152 1447 725 149 164 123 722 630 655
internal_count=2347 2106 2030 241 1907 1546 361 212 152 1447 725 149 164 123 722 630 655
is_linear=0
shrinkage=0.0032998


Tree=8485
num_leaves=22
num_cat=0
split_feature=1 52 1 47 14 12 51 15 49 12 16 49 1 15 12 150 1446 1211 150 42 42
split_gain=14.9186 3.49269 2.0491 1.21642 1.00817 0.72316 0.896196 0.592618 0.567155 0.558694 0.548362 0.350463 0.333607 0.361703 0.205523 0.15197 0.129339 0.12529 0.124245 0.121611 0.0287416
threshold=0.10538500000000002 -0.40011499999999994 0.13662500000000002 0.094160000000000008 0.054835000000000009 0.054520000000000006 -0.096089999999999981 -0.40312499999999996 0.12256500000000002 0.088335000000000011 -0.28430999999999995 -0.022974999999999999 0.092810000000000017 -0.023464999999999996 0.099815000000000015 0.081245000000000026 0.088500000000000009 0.087635000000000005 0.10699000000000002 -0.038454999999999996 -0.078649999999999984
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=4 -2 3 9 5 6 -1 -4 14 10 -3 -12 13 -8 15 16 17 -7 -17 20 -16
right_child=1 2 7 -5 -6 8 12 -9 -10 -11 11 -13 -14 -15 19 18 -18 -19 -20 -21 -22
leaf_value=0.0015805617119274648 0.0015266915127084162 0.00078282896899057198 0.00047936078741146575 0.0011160403480511066 0.0017564885406950884 0.0013953880803239177 0.0013651609308168735 2.0957873913249376e-05 0.0010410050284815266 0.00094162207209944277 0.00062000853173934702 0.00025125222382822764 0.00094640139982292263 0.0010010305894048934 0.0014296512450475015 0.0011611801421457617 0.0015592161374905823 0.0015311463944272215 0.0013945785445866174 0.0012011140879764112 0.0013080904245403977
leaf_weight=52 53 76 67 82 69 1034 71 57 54 56 52 62 94 53 53 52 68 86 54 97 58
leaf_count=52 53 76 67 82 69 1034 71 57 54 56 52 62 94 53 53 52 68 86 54 97 58
internal_value=0 0.000724816 0.000630713 0.000767379 0.00136326 0.00134838 0.00118977 0.000268927 0.00137588 0.000651015 0.000565177 0.000419766 0.00109639 0.00120981 0.0013879 0.00140368 0.00141465 0.00140584 0.00128041 0.00128952 0.00136645
internal_weight=0 505 452 328 1895 1826 270 124 1556 246 190 114 218 124 1502 1294 1188 1120 106 208 111
internal_count=2400 505 452 328 1895 1826 270 124 1556 246 190 114 218 124 1502 1294 1188 1120 106 208 111
is_linear=0
shrinkage=0.0032998


Tree=8486
num_leaves=15
num_cat=0
split_feature=10 1 4 1211 43 15 50 1374 51 484 484 15 4 1
split_gain=0.20541 0.0865485 0.0769265 0.0599524 0.0766711 0.0578782 0.0681442 0.0620264 0.085565 0.119333 0.0750856 0.0534876 0.0953744 0.0500525
threshold=-1.0000000180025095e-35 0.11831500000000002 0.40124500000000002 0.087635000000000005 0.055170000000000004 -0.14524999999999996 -0.23452499999999996 0.086765000000000023 -0.051219999999999995 0.087020000000000014 0.079595000000000013 -0.41606999999999994 0.51400500000000016 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 13 -7 8 9 -8 -10 12 -4 -2
right_child=2 -3 11 4 -6 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0043456698641656669 0.0070148036244097722 -0.0047538285189978437 0.010261861211861924 0.01548939268639218 0.0063124423263135644 0.01166101931528995 0.0050867836099324614 0.012038579914572609 0.006265470787338967 -0.0036633243107558914 0.010686736584554823 -7.8244929404626141e-05 0.00089271470746915777 0.013903438107682398
leaf_weight=55 65 64 62 52 53 70 237 52 1321 54 120 75 62 58
leaf_count=55 65 64 62 52 53 70 237 52 1321 54 120 75 62 58
internal_value=0 -0.000533081 0.00662498 0.00692799 0.0108743 0.00671748 0.00648032 0.00627603 0.00610199 0.00345688 0.0066349 0.00344581 0.00559178 0.0102777
internal_weight=0 119 2281 2082 105 1977 1854 1784 1732 291 1441 199 124 123
internal_count=2400 119 2281 2082 105 1977 1854 1784 1732 291 1441 199 124 123
is_linear=0
shrinkage=0.16829


Tree=8487
num_leaves=21
num_cat=0
split_feature=2 14 30 2 0 16 159 158 4 3 13 47 3 16 0 3 0 4 15 42
split_gain=0.27215 0.143125 0.115728 0.125265 0.138369 0.104768 0.0932744 0.124944 0.113334 0.177416 0.0962448 0.0892837 0.0884654 0.0913388 0.0877633 0.0756087 0.0919111 0.0646657 0.0565745 0.0539167
threshold=0.13538500000000001 -0.10708499999999999 0.086065000000000016 0.092155000000000015 -0.21196999999999996 -0.13644999999999999 0.065430000000000016 0.085900000000000018 -9.4999999999999992e-05 -0.022604999999999997 -0.080079999999999998 0.088555000000000009 -0.10237999999999998 0.41088500000000006 -0.071719999999999992 0.20828500000000003 -0.057279999999999991 -0.0073899999999999999 -0.091604999999999978 0.065960000000000019
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 -1 3 6 -5 18 8 19 9 14 -10 -12 13 -7 -3 16 -2 -14 -6 -8
right_child=15 2 -4 4 5 12 7 -9 10 -11 11 -13 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.013059627518578452 -0.0040841644265101453 0.006441445697681617 -0.0021331380550167725 -0.0044421246524671745 0.0050987383727882311 -0.0059180524671319174 0.0034106612407586935 0.0084264197303516985 0.0064628335034553593 -0.0030370353381378432 0.01780790766764798 0.0086757304613097139 0.0060216456067390418 0.0039578011038456156 0.012379461625969463 -0.0065180451415075575 0.0053188766760096538 0.0017885456181025502 0.011861844258832174 -0.0040108784600830921
leaf_weight=73 53 817 55 52 69 52 53 75 90 53 69 56 290 54 78 53 66 160 74 58
leaf_count=73 53 817 55 52 69 52 53 75 90 53 69 56 290 54 78 53 66 160 74 58
internal_value=0 0.00571332 0.00546364 0.00566346 0.0039156 0.00453992 0.00663517 0.0031189 0.00719598 0.0064001 0.0106969 0.0137311 0.00348961 -0.000870008 0.00696096 -0.001226 0.00111587 0.00452054 0.00861109 -0.000451075
internal_weight=0 2228 2155 2100 751 699 1349 186 1163 948 215 125 556 106 895 172 119 450 143 111
internal_count=2400 2228 2155 2100 751 699 1349 186 1163 948 215 125 556 106 895 172 119 450 143 111
is_linear=0
shrinkage=0.16829


Tree=8488
num_leaves=25
num_cat=0
split_feature=1 52 3 124 2 2 2 13 2 52 159 43 15 483 159 52 1 160 16 1 2 3 2 3
split_gain=10.2733 2.09403 0.897479 0.832002 0.598479 0.579216 0.414611 0.2544 0.221356 0.205607 0.182063 0.331598 0.176902 0.157111 0.127858 0.135841 0.181434 0.110038 0.0928429 0.0842068 0.13164 0.0244398 0.0216141 0.019549
threshold=0.10538500000000002 -0.40011499999999994 -0.049204999999999992 -1.0000000180025095e-35 0.14530500000000005 0.092155000000000015 0.10575500000000002 -0.077849999999999989 -1.0000000180025095e-35 -0.064819999999999989 0.065430000000000016 -0.082144999999999982 -0.12640499999999996 -0.070084999999999981 0.018290000000000004 -0.51296999999999993 0.081315000000000012 0.041405000000000004 -1.0000000180025095e-35 0.092900000000000024 0.087610000000000007 -0.076554999999999998 0.095415000000000014 -0.078584999999999988
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 6 -1 8 10 -3 22 -4 -10 13 -12 -11 -5 15 -9 18 19 -17 20 -15 -21 -7 -24
right_child=1 2 4 5 -6 7 -8 14 9 12 11 -13 -14 17 -16 16 -18 -19 -20 21 -22 -23 23 -25
leaf_value=0.00043727227067838926 0.00084432171500343535 0.00056094429573395107 -1.7220178175284058e-05 0.0010030223419157532 -0.00020727668155457029 0.00073738120594269915 0.00018512509389319228 0.00074377234852093083 4.5319062081422012e-05 0.00014766508577000582 0.00054829677270459712 0.00085101437387620623 0.00040901153360440798 0.00086413466368863824 0.00077948895835734092 0.00067553209679492598 0.00041182825339789055 0.00066585733577432485 0.00053925003445233033 0.00068050818287648297 0.00077044388949027386 0.0007890472786046055 0.00087761938728760905 0.00077783901421795559
leaf_weight=87 53 68 74 54 72 55 61 78 63 56 77 83 58 589 66 154 54 52 90 53 239 55 53 56
leaf_count=87 53 68 74 54 72 55 61 78 63 56 77 83 58 589 66 154 54 52 90 53 239 55 53 56
internal_value=0 0.000223644 0.000150788 0.000753412 5.77362e-05 0.000768605 0.000383504 0.000685048 0.000133896 0.000197274 0.000810702 0.000705552 0.00028094 0.000826814 0.000643449 0.000619476 0.000586824 0.000817147 0.000625409 0.000825515 0.000837134 0.000736109 0.000796947 0.000826679
internal_weight=0 505 452 1895 323 1808 129 606 251 177 1202 160 114 1042 442 376 298 988 244 936 828 108 164 109
internal_count=2400 505 452 1895 323 1808 129 606 251 177 1202 160 114 1042 442 376 298 988 244 936 828 108 164 109
is_linear=0
shrinkage=0.0032998


Tree=8489
num_leaves=22
num_cat=0
split_feature=2 34 2 474 124 457 1 43 403 403 50 3 42 51 51 3 3 3 3 0 1
split_gain=0.216858 0.0808414 0.0820048 0.0762464 0.0676682 0.0912559 0.113378 0.0635158 0.0681423 0.0711078 0.106631 0.0664833 0.0609457 0.103154 0.0977723 0.0686943 0.0554947 0.0536472 0.0455163 0.0409202 0.0171093
threshold=0.13538500000000001 -0.081829999999999986 0.087610000000000007 0.088510000000000019 -0.082899999999999988 0.035070000000000011 0.084525000000000003 -0.15924499999999997 -0.085464999999999985 -0.072134999999999991 0.10803500000000001 -0.08632999999999999 0.079170000000000004 1.0000000180025095e-35 -0.20826999999999998 -0.085684999999999997 -0.034684999999999994 -0.081979999999999983 -0.082709999999999992 -0.071844999999999978 0.082265000000000019
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 -1 3 7 -4 12 -7 -3 11 -10 -11 -9 13 14 -6 -14 -2 -17 -13 -18 -15
right_child=16 2 4 -5 5 6 -8 8 9 10 -12 18 15 20 -16 17 19 -19 -20 -21 -22
leaf_value=-0.00059104134559374313 0.0030500958125820022 0.011983407135473512 0.009945308603590327 0.00065387820783931844 0.0085926703048309436 0.0054727076473612621 -0.0050129670915615831 -0.00025952916500727709 0.012947755717013745 0.0074555645598477762 3.1434806204993407e-05 0.0093093902149388869 0.0099231617817577469 0.0053553935280595049 0.00092026887759037669 0.00075431036639633103 -1.9176034542997414e-05 0.0059972426751532621 0.0026648801416272096 -0.0065444146689641247 0.0093850636582782521
leaf_weight=65 62 65 60 60 55 53 65 74 58 584 61 62 103 58 331 70 56 278 57 54 69
leaf_count=65 62 65 60 60 55 53 65 74 58 584 61 62 103 58 331 70 56 278 57 54 69
internal_value=0 0.00523184 0.00540766 0.0065073 0.00442295 0.00411506 -0.000288074 0.00687088 0.00649799 0.0072696 0.00675622 0.00367811 0.0046559 0.00339333 0.00201814 0.00608806 -0.000961432 0.00494779 0.00614182 -0.00323881 0.00755889
internal_weight=0 2228 2163 1021 1142 1082 118 961 896 703 645 193 964 513 386 451 172 348 119 110 127
internal_count=2400 2228 2163 1021 1142 1082 118 961 896 703 645 193 964 513 386 451 172 348 119 110 127
is_linear=0
shrinkage=0.16829


Tree=8490
num_leaves=24
num_cat=0
split_feature=15 2 39 0 2 160 15 1447 15 0 15 0 0 0 15 0 133 15 2 2 0 2 42
split_gain=3.13443 1.69204 0.672512 0.555332 0.345532 0.234654 0.176032 0.170122 0.127408 0.367723 0.394737 0.173449 0.148314 0.241707 0.125524 0.106153 0.104346 0.100905 0.132879 0.0883818 0.0320187 0.0314643 0.00969046
threshold=-0.25061999999999995 0.10836000000000003 0.082470000000000016 -0.077724999999999975 0.14234000000000005 -0.013514999999999998 -0.42759999999999992 -0.079809999999999978 0.076335000000000014 -0.11208499999999998 -0.097499999999999989 -0.12324999999999998 -0.078454999999999983 0.036480000000000005 -0.011389999999999999 -0.081444999999999976 0.048240000000000005 0.099325000000000011 0.084145000000000011 0.11517500000000001 -0.050379999999999994 0.11715500000000001 0.091475000000000015
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 7 19 20 -1 -7 16 9 10 -9 -10 14 -14 -11 -4 -2 18 -13 -3 21 -5 -19
right_child=1 3 15 4 -6 6 -8 8 11 12 -12 17 13 -15 -16 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=0.00036391893917497251 0.00091562306458145581 0.00039675253486508516 0.00058038588202061225 0.00073092529480963764 0.00034830729443774926 0.00024231549230370954 -1.6481465179120376e-05 0.00072633127090332287 0.00092174224320362968 0.00072194017563247375 0.00034684571525721189 0.00081251987222428525 0.0005523822086204778 0.00077358226969319701 0.00086958700274074709 0.00038016648651413061 0.00073204621267293837 0.00067061577184457854 0.00070495193656843001 0.00023175627623618262 0.00057260307265836021 0.00061437049610974491 0.00059596792317473737
leaf_weight=74 78 64 52 55 62 63 52 54 57 394 68 216 135 92 78 69 65 56 324 83 64 60 52
leaf_count=74 78 64 52 55 62 63 52 54 57 394 68 216 135 92 78 69 65 56 324 83 64 60 52
internal_value=0 0.000662013 0.000704872 0.000464198 0.000561869 0.000218724 0.000124988 0.000722132 0.000711773 0.000683309 0.000515104 0.000744871 0.000712617 0.000642187 0.000746414 0.000466502 0.000832425 0.000729258 0.000748044 0.000303831 0.000635643 0.00067042 0.000635
internal_weight=0 2178 1790 388 241 189 115 1669 1526 821 122 705 699 227 472 121 143 648 540 147 179 115 108
internal_count=2367 2178 1790 388 241 189 115 1669 1526 821 122 705 699 227 472 121 143 648 540 147 179 115 108
is_linear=0
shrinkage=0.0032998


Tree=8491
num_leaves=28
num_cat=0
split_feature=1 156 42 0 0 50 1 1 16 39 160 4 12 16 1 12 0 0 157 48 4 16 42 16 0 4 12
split_gain=0.332009 0.221294 0.1723 0.191049 0.110638 0.0876598 0.0977842 0.0860637 0.136969 0.0751271 0.063422 0.0672055 0.0618752 0.0642809 0.11852 0.0928571 0.0861574 0.0817256 0.0653182 0.075164 0.0583202 0.0484141 0.0428503 0.0413719 0.0394585 0.0304784 0.0198541
threshold=0.11156000000000001 0.08956500000000002 0.077855000000000021 -0.057279999999999991 -0.13010499999999997 1.0000000180025095e-35 0.08956500000000002 0.10171500000000001 -0.046599999999999996 0.090455000000000021 -0.087874999999999995 -0.017574999999999997 0.11721500000000001 -0.092364999999999989 0.083835000000000007 0.083425000000000013 -0.090889999999999985 -0.086224999999999982 -0.0036449999999999994 0.085425000000000015 -0.052894999999999991 -0.075779999999999986 0.097935000000000008 -0.032969999999999992 -0.082349999999999993 0.066275000000000014 0.087470000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 10 12 -9 -4 26 24 13 14 16 18 25 23 -15 -20 -10 -8 -19 -17 -12 -1 -7
right_child=1 -3 9 -5 -6 6 21 8 20 -11 11 -13 -14 15 -16 17 -18 22 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.01140978187282332 -0.0039009888611041673 0.010930013617976679 0.00072501094166118815 -0.010722094699069144 0.0057049537346683917 0.012305418266031425 0.0093581101752860246 0.0087152867758696542 0.0023625352761341999 0.0090789926654448391 -0.00028159494520465161 0.0096749790972023575 0.00040283763045013759 0.0056676705113909735 -0.0030374171433674318 0.0058679250117348626 0.00065426001751816795 0.0047210795405692625 0.015236732393470117 0.0070837697201929428 -0.0055939270398653856 0.015975549407438606 0.0086589569887272136 0.010804014906720581 0.0058599419556585475 0.006195563162318788 0.0075550105755495351
leaf_weight=52 84 54 73 71 57 53 73 56 52 53 66 53 52 64 54 77 64 584 88 52 52 58 92 138 53 89 53
leaf_count=52 84 54 73 71 57 53 73 56 52 53 66 53 52 64 54 77 64 584 88 52 52 58 92 138 53 89 53
internal_value=0 0.000924389 -0.000668828 -0.00360269 -4.99365e-06 0.00629165 0.00849457 0.00571516 0.00200015 0.00425325 0.00669411 0.00467887 0.00613664 0.00635552 0.00395507 0.00692166 0.00580575 0.00617498 0.0101741 0.0122213 -0.00159842 0.0123017 0.00525966 0.00904456 0.00243861 0.00813128 0.00994716
internal_weight=0 392 338 212 141 1975 409 1566 160 126 278 172 1406 1354 259 1095 205 891 204 140 104 131 676 215 119 141 106
internal_count=2367 392 338 212 141 1975 409 1566 160 126 278 172 1406 1354 259 1095 205 891 204 140 104 131 676 215 119 141 106
is_linear=0
shrinkage=0.16829


Tree=8492
num_leaves=20
num_cat=0
split_feature=1 3 39 15 14 2 2 0 15 2 43 2 2 2 1446 12 50 159 12
split_gain=9.71551 1.43922 1.08089 0.750569 0.63636 0.626954 0.558399 0.474038 0.529936 0.46907 0.400943 0.318686 0.189501 0.132773 0.112795 0.0968923 0.0977939 0.0798702 0.0607633
threshold=0.104035 -0.036004999999999988 0.081875000000000017 -0.14899999999999999 0.054835000000000009 0.14721500000000001 -1.0000000180025095e-35 -0.11073999999999999 -0.097499999999999989 0.10746500000000002 -0.024279999999999996 0.091955000000000023 0.11252000000000002 0.12131500000000002 0.087985000000000022 0.083425000000000013 0.083640000000000006 0.0096550000000000021 0.10090500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 6 -3 8 -1 -5 -8 14 -12 17 15 -9 -17 18 -13
right_child=1 5 -4 9 -6 -7 10 11 -10 -11 12 13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0011272473813521105 0.00046015954336508629 0.00025130705237980377 0.00074274015635021856 0.001065805145758028 0.0014026434006731685 0.00015749274648115688 0.00035332091317687766 0.0012309037007995505 0.00070695857462772804 0.00067120974154331382 0.00084441328546561102 0.0010554597839991643 0.00059405487566511095 0.0008773137227970863 0.0012770898408355582 0.0010902178426379129 0.0011703754881782363 0.0011613580544872154 0.00095315241165188182
leaf_weight=59 54 68 101 89 71 70 53 88 75 53 55 268 87 59 58 657 244 63 95
leaf_count=59 54 68 101 89 71 70 53 88 75 53 55 268 87 59 58 657 244 63 95
internal_value=0 0.000568036 0.00107568 0.000792601 0.00109502 0.000435753 0.000509681 0.00108189 0.000892274 0.000918775 0.0005996 0.00109845 0.000691273 0.00102772 0.00113118 0.00112258 0.00111196 0.00104847 0.00102878
internal_weight=0 529 1838 196 1737 333 263 1666 134 142 195 1532 142 485 1047 989 901 426 363
internal_count=2367 529 1838 196 1737 333 263 1666 134 142 195 1532 142 485 1047 989 901 426 363
is_linear=0
shrinkage=0.0032998


Tree=8493
num_leaves=17
num_cat=0
split_feature=3 4 0 0 3 13 4 0 13 4 3 51 0 3 4 49
split_gain=0.287709 0.159684 0.119452 0.309691 0.0882754 0.101266 0.101088 0.0853533 0.0961447 0.108338 0.0876475 0.0804968 0.0744138 0.128859 0.0683309 0.0508817
threshold=0.31370500000000007 0.024315000000000003 -0.14989499999999997 -0.11208499999999998 -0.14906999999999998 -0.10664 0.056640000000000003 -0.097199999999999995 -0.08866499999999998 -0.079939999999999983 0.085315000000000016 -0.40771999999999992 -0.11208499999999998 -0.010299999999999998 -0.0030749999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -7 -5 9 -9 14 -8 15 -14 -10 -13
right_child=-2 4 3 7 5 6 11 8 10 -11 -12 12 13 -15 -16 -17
leaf_value=0.012375541156324686 -0.0042780264068126989 -0.0030117574588003739 -0.0049616135484155484 0.013215150230797199 0.010753212372391777 -0.0030490813326186383 0.0095289584100348799 -0.0024350301870385816 0.006035841939465169 0.0064737076382396421 0.01344257338223173 0.002137409833919929 0.0035493195155882357 -0.0060954049064533876 0.0098695834571414821 0.0088362189445254126
leaf_weight=90 87 59 69 53 54 66 64 72 1134 83 54 56 143 54 151 78
leaf_count=90 87 59 69 53 54 66 64 72 1134 83 54 56 143 54 151 78
internal_value=0 0.00557131 0.00638927 0.00605476 0.00313713 0.00384505 0.00303196 0.00654728 0.00630953 0.00232386 0.00676956 0.00405258 0.00298827 0.000896468 0.00648774 0.00605012
internal_weight=0 2280 1706 1616 574 515 461 1547 1494 155 1339 395 331 197 1285 134
internal_count=2367 2280 1706 1616 574 515 461 1547 1494 155 1339 395 331 197 1285 134
is_linear=0
shrinkage=0.16829


Tree=8494
num_leaves=24
num_cat=0
split_feature=1 3 2 2 3 3 14 150 15 16 1446 160 3 2 2 1 2 1456 1 160 2 2 15
split_gain=6.9682 1.09638 0.743154 0.49305 0.377677 0.433589 0.369545 0.265253 0.23327 0.231111 0.190384 0.118119 0.179162 0.100655 0.0706813 0.0926287 0.0786296 0.0673799 0.0632177 0.0624083 0.0574693 0.0286694 0.0158091
threshold=0.10574000000000001 -0.036004999999999988 0.11444000000000001 0.099675000000000014 0.31534000000000006 0.077930000000000013 0.054835000000000009 0.083435000000000023 -0.067469999999999988 -0.014034999999999997 0.087985000000000022 -0.089744999999999978 -0.0076849999999999991 0.114805 0.090000000000000011 0.096325000000000008 0.091070000000000012 -0.011624999999999998 0.11771500000000001 1.0000000180025095e-35 0.092365000000000017 0.12015500000000001 -0.013349999999999999
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 8 6 5 18 7 10 -2 -9 14 -5 19 -7 15 17 -16 -1 -3 21 -18 22 -13
right_child=1 4 -4 11 -6 13 -8 9 -10 -11 -12 12 -14 -15 16 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.00086625240043214672 0.00069646117422820868 0.00038589091743865711 0.00042283210162354643 0.00095691983522855763 0.00015586000995695002 0.00068222310210175568 0.0011888957579065549 0.00063122676654516375 0.000995919845953402 0.00090119974794259533 0.0011153874185075802 0.00077708873922622049 0.00063619380592568248 0.00048423495059379986 0.00077703787657990128 0.0008195120988847475 0.0010244096411012378 0.00097744849342477338 0.0002347327053353954 0.00091795386187849533 0.00089607173216693973 0.00072587662979380074 0.0008605168548338597
leaf_weight=71 57 52 73 57 72 53 68 54 59 102 77 58 67 64 52 52 53 749 77 70 201 52 77
leaf_count=71 57 52 73 57 72 53 68 54 59 102 77 58 67 64 52 52 53 749 77 70 201 52 77
internal_value=0 0.00048537 0.000684628 0.000921939 0.000366832 0.000428436 0.000949353 0.000937784 0.000849076 0.000807973 0.000953891 0.00081543 0.00079043 0.000574223 0.000943305 0.000959057 0.000898302 0.000967864 0.000295938 0.000830502 0.00092299 0.000797578 0.000824935
internal_weight=0 507 189 1860 318 246 1479 1411 116 156 1255 381 324 117 1178 872 306 820 129 257 254 187 135
internal_count=2367 507 189 1860 318 246 1479 1411 116 156 1255 381 324 117 1178 872 306 820 129 257 254 187 135
is_linear=0
shrinkage=0.0032998


Tree=8495
num_leaves=20
num_cat=0
split_feature=1 1 52 12 16 12 16 16 52 43 49 1 1 42 16 52 16 49 16
split_gain=11.1789 1.56438 2.13529 0.759457 0.625445 0.4802 0.32858 0.479092 0.36108 0.247803 0.233663 0.233005 0.225721 0.178572 0.133468 0.184502 0.126682 0.123744 0.0793715
threshold=0.12394500000000001 0.10141500000000002 -0.41304999999999997 0.089605000000000018 -0.085314999999999988 0.11628000000000001 0.0086100000000000013 0.081265000000000018 -0.08743999999999999 -0.012984999999999998 -0.014169999999999999 0.085810000000000011 0.085265000000000021 0.082755000000000009 0.18612500000000001 -0.15201999999999996 -0.48950499999999991 0.093350000000000002 -0.08069999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 9 16 6 8 -8 13 -4 11 -10 14 -1 -9 -16 -2 18 -12
right_child=4 2 3 -5 -6 -7 7 12 10 -11 17 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0013894442441998512 0.00021225243731770658 0.0013329977334834461 0.00048012654890176838 0.00097896866723616192 0.00044943574188526029 0.00078737723952936468 0.00078653830008893334 0.001160969141646697 0.001095449279206953 0.00071252624244953332 0.0011519842644443275 0.00082040102133250088 0.0012485596429171375 0.001130595445584078 0.0010459291581861772 0.00080229909034312894 -2.0188476196827921e-06 0.00099858018103952365 0.0010898126441008869
leaf_weight=73 54 75 100 80 97 61 89 54 72 103 510 66 60 52 107 52 67 103 468
leaf_count=73 54 75 100 80 97 61 89 54 72 103 510 66 60 52 107 52 67 103 468
internal_value=0 0.00103678 0.000837433 0.000705975 0.000251934 0.00107715 0.0010875 0.000998295 0.00111149 0.000598217 0.00109398 0.00096416 0.0010672 0.00128205 0.00101595 0.000966473 9.33152e-05 0.00111052 0.00112227
internal_weight=0 2125 358 283 218 1767 1706 362 1344 203 1219 138 273 125 213 159 121 1081 978
internal_count=2343 2125 358 283 218 1767 1706 362 1344 203 1219 138 273 125 213 159 121 1081 978
is_linear=0
shrinkage=0.0032998


Tree=8496
num_leaves=19
num_cat=0
split_feature=15 16 3 43 0 3 4 402 43 49 3 475 475 3 3 1213 3 4
split_gain=0.30134 0.104812 0.110052 0.0943039 0.326955 0.141091 0.0777361 0.0756386 0.122368 0.0858853 0.212883 0.0716967 0.0889996 0.088316 0.0730762 0.0303033 0.0273001 0.0083016
threshold=-0.2987999999999999 -0.44010499999999991 -0.010299999999999998 0.055170000000000004 -0.099329999999999988 0.30112000000000005 -0.068484999999999976 0.090075000000000002 -0.025664999999999997 -0.081429999999999989 -0.015259999999999998 -0.085684999999999997 -0.08323499999999999 -0.085684999999999997 0.099220000000000017 -0.0038499999999999997 -0.068864999999999996 -0.079554999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 17 9 -9 10 -2 13 -13 -11 -14 -10 -8 -6
right_child=3 2 -4 4 6 -7 16 8 15 11 -12 12 14 -15 -16 -17 -18 -19
leaf_value=0.0045531923902774147 -0.0029350623973231822 0.0012438406981814087 -0.0093773163837650719 0.021333163238274298 0.011007284245282196 -0.0024225607926399947 0.00082139563711328459 0.016402708596397621 0.004035708928262602 0.015261915870562626 0.010265183081600734 -0.00065981155094647817 0.0058546990248724501 0.0059530523478438331 0.011325504897658364 0.0092661552830484457 0.0060986994987667223 0.0079355739961365756
leaf_weight=63 93 55 55 52 62 55 59 52 64 54 55 56 1258 64 74 65 54 53
leaf_count=63 93 55 55 52 62 55 59 52 64 54 55 56 1258 64 74 65 54 53
internal_value=0 -0.000906918 -0.00405041 0.00638236 0.00927622 0.00595269 0.0065185 0.0062047 0.00948685 0.00584444 0.0019583 0.00622515 0.00588354 0.0102283 0.00615998 0.00668513 0.00335919 0.00960725
internal_weight=0 173 110 2170 280 1890 228 1835 181 1654 148 1506 1388 118 1332 129 113 115
internal_count=2343 173 110 2170 280 1890 228 1835 181 1654 148 1506 1388 118 1332 129 113 115
is_linear=0
shrinkage=0.16829


Tree=8497
num_leaves=14
num_cat=0
split_feature=15 3 42 123 42 133 0 1211 15 131 15 482 3
split_gain=0.2084 0.0835244 0.0777081 0.0711837 0.0986937 0.102113 0.087463 0.0772763 0.0576251 0.100503 0.0868335 0.10028 0.062916
threshold=-0.2987999999999999 -0.00094999999999999989 0.12011500000000001 0.083715000000000026 0.099455000000000002 0.089135000000000006 -0.10075499999999998 0.078255000000000005 -0.040804999999999994 0.097570000000000004 -0.025694999999999999 0.082790000000000016 0.12566000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -5 8 9 12 -10 -12 -2
right_child=2 -3 -4 6 5 -7 -8 -9 10 -11 11 -13 -14
leaf_value=0.0029559008549402397 0.0042951868103429658 -0.0044355417079280455 0.00026844255955597439 0.0064929434337684432 0.015638864606136282 0.00652319573837957 -0.0021689408232289618 0.00061920838501314929 0.012522607266002225 0.011166761832975802 0.0064676768194165376 -0.00071319090452946624 -0.0017620757309855539
leaf_weight=86 532 87 84 60 56 95 73 91 63 57 948 58 53
leaf_count=86 532 87 84 60 56 95 73 91 63 57 948 58 53
internal_value=0 -0.000750798 0.00530953 0.00551166 0.00576861 0.00991574 0.00172517 0.0054201 0.00567438 0.00440523 0.00643491 0.00605188 0.00374334
internal_weight=0 173 2170 2086 1953 151 133 1802 1711 642 1069 1006 585
internal_count=2343 173 2170 2086 1953 151 133 1802 1711 642 1069 1006 585
is_linear=0
shrinkage=0.16829


Tree=8498
num_leaves=24
num_cat=0
split_feature=1 1 16 2 2 14 4 1 0 16 0 4 43 13 16 16 50 16 42 0 43 43 43
split_gain=6.91549 1.60211 0.590048 0.467074 0.439116 0.349366 0.326392 0.250115 0.164529 0.153039 0.38793 0.13466 0.148439 0.125043 0.115607 0.125108 0.107546 0.103058 0.0792787 0.0746205 0.0566347 0.0432403 0.0348739
threshold=0.10335000000000001 0.12419000000000001 0.12292000000000002 0.099675000000000014 0.10332000000000001 0.076975000000000002 0.50373500000000015 0.088785000000000017 -0.037224999999999994 0.51148500000000008 -0.023359999999999995 0.0017200000000000002 -0.083269999999999997 -0.08533499999999998 0.014185000000000001 -1.0000000180025095e-35 0.093975000000000017 -0.42372999999999994 -0.091904999999999987 -0.080689999999999984 -0.041094999999999993 -0.0030199999999999997 -0.082739999999999994
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 4 5 -2 7 13 8 14 10 19 12 -9 -3 15 18 20 -6 -1 -5 -14 -21 -16
right_child=1 6 -4 9 17 -7 -8 11 -10 -11 -12 -13 16 -15 22 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=0.00086014817176474157 0.00074353956612892356 0.00025114613382032439 0.00086791229999166105 0.00075621828422999166 0.00054733858065332823 0.0011848543592576086 0.00011661924267070957 0.00072009118931509351 0.0011102150000108317 0.00094714966535697058 0.00050829354627025044 0.000684307349309372 0.00089817471917941108 0.00046618513613533611 0.0009013845846936858 0.0011121651758268462 0.00080803014901776628 0.00036875703064927966 0.00095471032488281021 0.00093315870435718544 0.0010463909190194408 0.00080461624757867812 0.00077935205647714238
leaf_weight=121 80 52 85 103 60 60 94 56 67 66 52 52 60 71 57 52 68 91 738 76 65 56 61
leaf_count=121 80 52 85 103 60 60 94 56 67 66 52 52 60 71 57 52 68 91 738 76 65 56 61
internal_value=0 0.000482149 0.000632147 0.000909955 0.000545242 0.000936191 0.000263555 0.000925486 0.000948875 0.000801567 0.000767965 0.000840206 0.000872621 0.000375561 0.000938335 0.000951215 0.000916696 0.00043995 0.000941431 0.000825275 0.000975529 0.000878892 0.000838599
internal_weight=0 533 316 1810 231 1457 217 1397 1096 353 287 301 249 123 1029 911 193 151 859 235 125 132 118
internal_count=2343 533 316 1810 231 1457 217 1397 1096 353 287 301 249 123 1029 911 193 151 859 235 125 132 118
is_linear=0
shrinkage=0.0032998


Tree=8499
num_leaves=16
num_cat=0
split_feature=15 48 15 13 13 49 482 15 3 3 133 50 1446 50 1
split_gain=0.168518 0.0723498 0.0777292 0.0665785 0.0661301 0.0802181 0.0657364 0.0777669 0.0640245 0.0626908 0.0622612 0.06057 0.0668847 0.0635187 0.0542443
threshold=-0.2987999999999999 0.091545000000000015 -0.13309999999999997 -0.089899999999999994 0.24518500000000001 0.11580500000000001 1.0000000180025095e-35 -0.011859999999999997 -0.046329999999999989 -0.010299999999999998 0.037060000000000003 0.10672000000000002 0.083715000000000026 0.11610000000000001 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 11 -8 10 -5 -3 12 -4 -13 -10
right_child=1 8 4 9 -6 -7 7 -9 14 -11 -12 13 -14 -15 -16
leaf_value=-0.0054491877292927914 0.01116774407975577 0.0076881063299478417 0.0059211389838155605 0.0052538210599660995 3.1642528303071707e-06 0.00025573970771338274 0.006154356251197899 -0.002702233971761401 0.0032988326218503605 -0.0024255590353318753 0.00061212049072692824 -0.001469796017069901 0.010051886587255887 0.0058243617013448625 -0.0033500239365714208
leaf_weight=52 65 92 1296 66 67 82 56 56 69 55 58 61 123 75 70
leaf_count=52 65 92 1296 66 67 82 56 56 69 55 58 61 123 75 70
internal_value=0 0.00504353 0.00542527 -0.00040469 0.00521874 0.00541751 0.00567034 0.00171002 0.00255268 0.00174835 0.00496404 0.00595443 0.00628046 0.00253951 -3.65873e-05
internal_weight=0 2170 1881 173 1816 1749 1667 112 289 121 150 1555 1419 136 139
internal_count=2343 2170 1881 173 1816 1749 1667 112 289 121 150 1555 1419 136 139
is_linear=0
shrinkage=0.16829


Tree=8500
num_leaves=18
num_cat=0
split_feature=4 12 13 12 4 13 16 13 4 0 16 51 1454 4 0 0 12
split_gain=7.76004 1.48507 0.663927 0.443765 0.421944 0.258157 0.302337 0.255703 0.182047 0.164634 0.145512 0.136814 0.13344 0.186776 0.298572 0.107908 0.064036
threshold=0.30163500000000004 -0.011819999999999999 -0.16392499999999996 0.11769500000000001 -0.0047649999999999993 -0.052454999999999995 -0.49181999999999998 -0.083244999999999986 -0.073714999999999989 -0.087404999999999997 -0.082084999999999991 -0.40274499999999996 0.078175000000000008 0.052250000000000012 -0.095584999999999989 -0.092319999999999985 0.094435000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 7 -1 6 -2 12 9 -9 -11 -10 13 14 -4 -7 -13
right_child=5 2 3 -5 -6 15 -8 8 11 10 -12 16 -14 -15 -16 -17 -18
leaf_value=0.0005818132688516595 0.00046496183861253294 0.00071400998534873494 0.0013637907064228143 0.00080304475579930112 0.00088974440845446853 0.00060464522454886649 0.00013258203599323236 0.0012288347101434966 0.00084798255135335799 0.0011430033818696089 0.0010193937137659454 0.0010379769228967596 0.0012818511637070441 0.00095003516121042403 0.0010968040728729833 0.00040212144792122075 0.00096054232226720434
leaf_weight=98 53 67 54 77 98 54 69 71 65 154 368 374 54 75 347 65 195
leaf_count=98 53 67 54 77 98 54 69 71 65 154 368 374 54 75 347 65 195
internal_value=0 0.00101006 0.0010383 0.00105013 0.000735959 0.000384587 0.000277265 0.00106093 0.0010344 0.00107669 0.00105593 0.000994793 0.00112229 0.00110412 0.00113285 0.000494319 0.0010115
internal_weight=0 2097 1901 1834 196 241 122 1757 1227 593 522 634 530 476 401 119 569
internal_count=2338 2097 1901 1834 196 241 122 1757 1227 593 522 634 530 476 401 119 569
is_linear=0
shrinkage=0.0032998


Tree=8501
num_leaves=24
num_cat=0
split_feature=4 16 3 13 51 12 160 3 156 51 160 13 12 3 160 16 12 403 3 13 52 12 13
split_gain=0.192541 0.119348 0.144263 0.227887 0.103938 0.127647 0.0927531 0.0861752 0.0790384 0.0662498 0.0710459 0.0552126 0.0785335 0.0541801 0.0497053 0.0487162 0.046944 0.0460936 0.0415152 0.040149 0.0340497 0.0302265 0.0142071
threshold=0.40124500000000002 -0.081354999999999983 -0.10237999999999998 0.078685000000000019 0.086430000000000021 0.086395000000000013 -0.067104999999999984 -0.092904999999999988 0.087825000000000014 0.07955000000000001 -0.087834999999999983 0.0028150000000000002 -0.011819999999999999 0.0037100000000000002 -0.083619999999999986 -0.038799999999999994 0.086315000000000017 -0.090624999999999983 -0.086524999999999977 -0.087634999999999977 -0.093914999999999985 0.10031500000000002 0.10637500000000001
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=1 7 3 -3 8 -6 -2 -1 11 10 -9 12 -4 -8 -10 -14 -11 -12 -19 -20 -16 -13 -5
right_child=6 2 4 22 5 -7 13 9 14 16 17 21 15 -15 20 -17 -18 18 19 -21 -22 -23 -24
leaf_value=0.01057438796881453 0.0045028756462935898 -0.0091334159105364299 -0.0028258294965226561 0.0014622452837571146 0.014238776658531727 0.0038417751196895061 -6.5596081465217683e-05 0.012134709058495658 0.01113662193666411 -0.00026823248571904011 0.0090816580045865857 0.0086252099039437428 0.0008171310439256406 -0.0062158590567034542 0.0024447598521248472 0.0038416675310934843 0.0055531893032961261 0.00108047023891049 0.0031340974900358112 0.0074039665147340172 0.0081640386965051229 0.0031589223830739413 0.0053489846860219625
leaf_weight=103 66 64 76 53 60 77 87 53 52 88 85 66 225 77 71 468 70 73 108 154 52 53 57
leaf_count=103 66 64 76 53 60 77 87 53 52 88 85 66 225 77 71 468 70 73 108 154 52 53 57
internal_value=0 0.00430786 0.00337937 -0.00114112 0.00403634 0.00840832 -0.000813644 0.00604348 0.00347119 0.00530104 0.00629986 0.0028235 0.00229778 -0.00296417 0.00674746 0.00286227 0.00229951 0.00555928 0.00466018 0.00565073 0.00487727 0.00620574 0.00349262
internal_weight=0 2108 1374 174 1200 137 230 734 1063 631 473 888 769 164 175 693 158 420 335 262 123 119 110
internal_count=2338 2108 1374 174 1200 137 230 734 1063 631 473 888 769 164 175 693 158 420 335 262 123 119 110
is_linear=0
shrinkage=0.16829


Tree=8502
num_leaves=16
num_cat=0
split_feature=9 9 12 15 1427 4 12 481 128 42 15 15 48 11 2
split_gain=0.162813 0.142478 0.0848569 0.273949 0.0647621 0.0824202 0.0761431 0.0737249 0.068563 0.0560544 0.077547 0.132615 0.0765838 0.0179734 0.0126985
threshold=0.088235000000000022 -1.0000000180025095e-35 0.082295000000000021 0.0056700000000000006 0.083935000000000023 -0.15618499999999999 0.083725000000000008 -0.086219999999999977 0.10793500000000002 0.086555000000000007 -0.037184999999999996 -0.07879499999999999 0.086165000000000005 0.081790000000000015 0.09580000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 13 -7 -8 -9 10 11 12 -3 -4 -12
right_child=-2 2 4 -5 -6 6 7 8 -10 -11 14 -13 -14 -15 -16
leaf_value=-0.0037253299579436336 -0.0060440953863056717 0.0070380526268437223 -0.0038129179142042395 0.014491433828586068 0.0086679937463793998 -0.0030923340052037345 -0.0022268321896993098 0.0038804757252235613 -0.0022712883967251729 -0.00028438796790800617 0.0027963879421331545 0.013875928498325491 0.00072974226120705286 0.00048427395856347075 -0.00077291365348633424
leaf_weight=77 53 132 54 81 56 53 63 1327 53 76 54 52 94 55 58
leaf_count=77 53 132 54 81 56 53 63 1327 53 76 54 52 94 55 58
internal_value=0 0.00337928 0.00362786 0.00544996 0.00302672 0.00282877 0.00315471 0.0033854 0.00364291 0.00387452 0.00468958 0.00619698 0.00442219 -0.00162813 0.000931959
internal_weight=0 2285 2208 547 1661 1605 1496 1443 1380 466 390 278 226 109 112
internal_count=2338 2285 2208 547 1661 1605 1496 1443 1380 466 390 278 226 109 112
is_linear=0
shrinkage=0.16829


Tree=8503
num_leaves=19
num_cat=0
split_feature=15 2 2 13 14 2 150 2 51 13 13 42 16 16 15 42 40 42
split_gain=5.1291 2.04678 1.32129 0.790152 0.612978 0.354907 0.314437 0.226304 0.218818 0.170622 0.157774 0.167365 0.154112 0.159367 0.116141 0.0957911 0.0932449 0.072018
threshold=-0.25061999999999995 0.11366500000000002 -0.007134999999999999 -0.15078499999999997 0.076175000000000007 0.094835000000000017 0.081245000000000026 0.14271500000000001 -0.089214999999999989 -0.0074049999999999993 0.004745000000000001 0.077855000000000021 0.19578000000000004 -0.18776499999999999 -0.065599999999999978 0.089840000000000017 -1.0000000180025095e-35 -0.038454999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -3 5 8 10 15 14 16 11 -7 13 -10 -4 -5 -1 -12
right_child=1 3 4 7 -6 6 -8 -9 12 -11 17 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00025990504043237278 0.00045391440060116409 0.00020875238522447413 0.00086952075386525238 0.00063466503174899587 0.0011869856073456499 0.00068070584797688455 0.00054499985446802835 0.00045474349740401817 0.00074399406388431341 0.00036691344643712996 0.00082728965185945751 0.00085329112849664773 0.00072433925666935141 0.00091913189108116589 0.00065668523383895238 0.00080926901986763298 6.7487954461888797e-05 0.0010031020958141347
leaf_weight=54 86 60 52 85 66 127 56 53 62 74 53 125 53 1090 66 62 57 57
leaf_count=54 86 60 52 85 66 127 56 53 62 74 53 125 53 1090 66 62 57 57
internal_value=0 0.000816645 0.000854383 0.000541744 0.000873423 0.000861516 0.000777022 0.000641465 0.000888185 0.000243804 0.000812817 0.000766453 0.000901611 0.000909737 0.000750776 0.000708547 0.000161414 0.000918713
internal_weight=0 2153 1893 260 1807 1741 418 200 1323 185 362 252 1205 1152 118 147 111 110
internal_count=2338 2153 1893 260 1807 1741 418 200 1323 185 362 252 1205 1152 118 147 111 110
is_linear=0
shrinkage=0.0032998


Tree=8504
num_leaves=14
num_cat=0
split_feature=3 9 14 3 52 12 150 12 3 1453 52 3 3
split_gain=0.178583 0.0768942 0.0943081 0.203295 0.132276 0.125147 0.066657 0.0532618 0.0573734 0.0652392 0.0317035 0.0213313 0.0177829
threshold=0.31370500000000007 -1.0000000180025095e-35 0.019675000000000002 -0.10237999999999998 -0.14715499999999998 0.088395000000000015 0.11819500000000001 0.10005000000000001 -0.095469999999999985 -0.068424999999999986 -0.076839999999999978 -0.070889999999999995 -0.14070999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 -5 -10 -9 -12 -7
right_child=-2 2 -4 6 5 12 -8 10 9 -11 11 -13 -14
leaf_value=-0.0020643830868955233 -0.0047920161648960756 0.0049045841653505597 0.0092424891437779787 0.0091037269069968781 -0.0092951069539843958 -0.0022619050433183006 0.0097897024728830963 0.0048373389550734379 0.0094211998472501397 0.0037806076995238786 -0.0022511457447274754 0.0016751441232024996 0.0020381193601171658
leaf_weight=68 76 74 83 66 67 53 56 60 61 1443 59 116 56
leaf_count=68 76 74 83 66 67 53 56 60 61 1443 59 116 56
internal_value=0 0.00349216 0.0036652 0.00344506 -0.00105513 -0.00357113 0.00405057 0.00387152 0.00422583 0.00401058 0.00149676 0.000341157 -3.62358e-05
internal_weight=0 2262 2194 2111 250 176 1861 1805 1570 1504 235 175 109
internal_count=2338 2262 2194 2111 250 176 1861 1805 1570 1504 235 175 109
is_linear=0
shrinkage=0.16829


Tree=8505
num_leaves=13
num_cat=0
split_feature=16 148 49 14 2 43 12 43 403 12 3 3
split_gain=0.153294 0.100546 0.0905777 0.0698585 0.103373 0.120436 0.0782299 0.201071 0.103199 0.102206 0.0779042 0.0778636
threshold=-0.54656499999999986 -0.079549999999999996 -0.15378499999999998 -0.42214499999999994 0.11866500000000001 -0.060799999999999993 -0.086449999999999985 -0.078469999999999984 -0.081664999999999988 0.084290000000000018 -0.12077499999999998 0.12991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 -5 9 -8 -10 -7
right_child=1 2 3 4 5 11 8 -9 10 -11 -12 -13
leaf_value=0.011710858917222674 -0.0037233479273489703 0.0091507011017624949 0.0082377474073561524 -0.0076758567472567721 0.0045250886795634646 -0.008039272445425398 -0.0063084909756829372 0.0063577947330914044 0.0072724918383603801 0.0017027141269051291 0.0032830285731158936 8.8031456163334927e-05
leaf_weight=53 70 61 60 65 68 70 52 52 157 338 1249 63
leaf_count=53 70 61 60 65 68 70 52 52 157 338 1249 63
internal_value=0 0.00254627 0.00274344 0.00256283 0.00240091 -0.0012234 0.00278266 -0.00142332 0.00305766 0.000629947 0.00372979 -0.00417599
internal_weight=0 2305 2235 2174 2114 201 1913 117 1796 390 1406 133
internal_count=2358 2305 2235 2174 2114 201 1913 117 1796 390 1406 133
is_linear=0
shrinkage=0.16829


Tree=8506
num_leaves=25
num_cat=0
split_feature=4 48 12 4 0 15 4 15 12 11 52 4 156 159 1212 150 4 16 133 1209 4 16 15 0
split_gain=2.12711 0.451136 0.322466 0.235925 0.286614 0.219886 0.219491 0.240019 0.154599 0.35686 0.12437 0.123466 0.10018 0.144349 0.0997474 0.0803562 0.0606801 0.05076 0.0497007 0.0464772 0.0530715 0.0433499 0.0367725 0.0258224
threshold=0.30163500000000004 0.12649500000000002 0.054520000000000006 -0.17689999999999997 -0.068669999999999995 -0.035449999999999988 0.59999500000000017 -0.45726999999999995 0.086795000000000011 1.0000000180025095e-35 -0.037619999999999994 -0.084824999999999984 0.087045000000000011 0.040035000000000008 0.082415000000000016 0.085310000000000011 -0.082024999999999987 -0.53870999999999991 0.087950000000000014 -0.033554999999999995 -0.0076349999999999986 -0.080894999999999981 -0.11399999999999998 -0.07409499999999998
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 2 3 -1 5 15 7 -2 9 14 12 21 13 23 16 22 -4 -9 -18 -13 -21 -12 -5 -10
right_child=6 -3 8 4 -6 -7 -8 17 10 -11 11 19 -14 -15 -16 -17 18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0006142309629014926 0.00044775436895098318 0.0002338506435807421 0.00069508851592645418 0.00064986701858061539 0.00021881171146469566 0.00031590817557704861 4.1145208909196745e-05 0.00027120456732440928 0.0005092635887574133 0.00086858396420589495 0.00060387504235181186 0.00045328299834775137 0.0003892014036870825 0.00063537569899357589 0.00047495046636072589 0.00042322364784950009 0.00060927712535655573 0.00013973561119203043 0.00049706008526828203 0.00057988447490119944 0.00051662151681220988 0.00073115807775521577 0.00052825151367883372 0.00041776134948229358
leaf_weight=87 59 52 74 52 63 73 59 56 73 55 70 54 83 84 77 53 214 79 59 438 238 59 70 77
leaf_count=87 59 52 74 52 63 73 59 56 73 55 70 54 83 84 77 53 214 79 59 438 238 59 70 77
internal_value=0 0.000538572 0.000546273 0.000461463 0.000418614 0.000469228 0.000218092 0.000271724 0.000566647 0.000617187 0.000546032 0.000566907 0.000489353 0.000524726 0.000584494 0.000532983 0.0006087 0.000194532 0.000585154 0.00054999 0.000557664 0.000662363 0.000580376 0.000462527
internal_weight=0 2105 2053 398 311 248 253 194 1655 479 1176 859 317 234 424 175 347 135 273 730 676 129 122 150
internal_count=2358 2105 2053 398 311 248 253 194 1655 479 1176 859 317 234 424 175 347 135 273 730 676 129 122 150
is_linear=0
shrinkage=0.0032998


Tree=8507
num_leaves=27
num_cat=0
split_feature=1 52 12 3 2 1 12 11 50 150 12 2 3 1 157 4 4 1 160 13 12 4 2 4 4 3
split_gain=15.6774 2.96155 1.67056 1.5324 1.57027 0.97279 0.950746 0.785005 0.644423 0.510242 0.462241 0.384454 0.261671 0.228628 0.206105 0.23631 0.142911 0.103249 0.0905847 0.059106 0.161158 0.0994131 0.0615415 0.0762285 0.0389326 0.0380544
threshold=0.10439500000000002 -0.40011499999999994 0.054520000000000006 -0.046329999999999989 0.10575500000000002 0.087455000000000019 0.091475000000000015 1.0000000180025095e-35 0.041865000000000006 1.0000000180025095e-35 0.11721500000000001 0.13443000000000002 0.12745000000000004 1.0000000180025095e-35 -0.0074399999999999996 -0.082084999999999977 0.0051600000000000005 0.11414000000000001 -0.00040999999999999994 -0.085409999999999986 0.084555000000000005 -0.084824999999999984 0.084825000000000025 -0.015464999999999998 -0.00059999999999999995 -0.10583499999999998
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 5 4 -3 13 7 16 11 -7 14 12 17 -1 -8 25 19 -5 -17 22 -21 -22 -4 -24 -20 -16
right_child=1 3 6 8 -6 9 10 -9 -10 -11 -12 -13 -14 -15 15 18 -18 -19 24 20 21 -23 23 -25 -26 -27
leaf_value=0.0007643794993303848 0.00093084851466292324 0.00078986453931842362 0.0011319062722186955 7.3713342242041284e-05 9.897390829200338e-05 0.00065126889665791338 0.0006974907271109532 0.0013783318083519197 0.00038689850805538449 0.00024021478551814477 0.00057402533187578438 -0.00020238834490403967 0.00026764443988620579 0.0010289256180380413 0.0011267568182890726 0.00097549843305828941 0.00088510241663777248 -0.00011788187387957181 0.00087787138680889721 0.00083599789605819021 0.0011109647017849477 0.00099372646708331658 0.00093987581743471557 0.0010867252633942272 0.00079134883079474961 0.00098962475106355156
leaf_weight=80 66 76 103 69 68 91 53 68 52 52 54 82 52 67 52 88 95 55 212 59 112 336 73 98 93 52
leaf_count=80 66 76 103 69 68 91 53 68 52 52 54 82 52 67 52 88 95 55 212 59 112 336 73 98 93 52
internal_value=0 0.000277586 0.000926657 0.000182541 0.000463855 0.000696382 0.000969773 0.00103538 5.1752e-05 0.000502041 0.000867178 -1.56604e-05 7.11377e-05 0.000885195 0.000895896 0.000916984 0.00100872 -1.09843e-05 0.000879436 0.00102371 0.00100141 0.00102311 0.00106484 0.00102424 0.000851605 0.00105853
internal_weight=0 520 1838 454 144 290 1548 944 310 143 604 258 176 147 550 497 876 124 393 781 507 448 274 171 305 104
internal_count=2358 520 1838 454 144 290 1548 944 310 143 604 258 176 147 550 497 876 124 393 781 507 448 274 171 305 104
is_linear=0
shrinkage=0.0032998


Tree=8508
num_leaves=27
num_cat=0
split_feature=1 3 3 2 150 4 3 2 15 4 133 13 15 3 150 2 2 3 13 42 13 16 52 52 4 13
split_gain=13.2102 1.67489 1.65826 1.16492 0.696849 0.58856 0.752276 0.512219 0.482705 0.456727 0.412747 0.450984 0.356955 0.349161 0.346779 0.279603 0.209135 0.193324 0.16396 0.142563 0.167557 0.10861 0.148467 0.0844777 0.0781723 0.0369459
threshold=0.10915500000000002 -0.072579999999999992 -0.046329999999999989 0.11923000000000002 0.087380000000000013 0.054560000000000004 -0.14162499999999997 0.096425000000000025 0.029300000000000003 0.40124500000000002 0.084675000000000014 -0.050754999999999995 -0.42075999999999997 -0.087114999999999984 0.084680000000000019 0.093565000000000023 0.079570000000000016 -0.081854999999999997 -0.085409999999999986 1.0000000180025095e-35 -0.066659999999999983 0.23993500000000004 0.047850000000000011 0.081680000000000016 -0.081214999999999996 -0.086919999999999983
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 3 -2 10 6 8 18 -1 14 15 -12 -11 -7 -4 16 -3 -9 24 23 -21 22 -17 -20 -8 -26
right_child=2 4 9 -5 -6 13 7 17 -10 12 11 -13 -14 -15 -16 21 -18 -19 19 20 -22 -23 -24 -25 25 -27
leaf_value=0.0010065800921113637 0.00071021890377297951 0.00074127664029828067 0.00035406982279373651 9.7610907023843683e-05 0.0003327010322810541 0.00049873584219789588 0.001114816756223942 0.00053912646863900717 0.0013952041889890292 5.7827097781998326e-05 0.00075680377635056544 0.00033946992897696573 -0.00027895775124646242 0.000831086795676609 6.7483180277821736e-06 0.00054564620143548234 0.0010075295158883295 0.00082554414312238167 0.00089040690451463404 0.00089062741241820273 0.00071494307114318444 0.00083532154566456744 0.00077021713221641622 0.0009926081616975029 0.00099822891581454669 0.00090002240083010153
leaf_weight=93 94 54 70 53 54 53 53 52 57 88 60 54 56 102 57 68 85 53 171 295 77 53 64 211 161 70
leaf_count=93 94 54 70 53 54 53 53 52 57 88 60 54 56 102 57 68 85 53 171 295 77 53 64 211 161 70
internal_value=0 0.00085421 0.00020736 0.000489586 0.000687583 0.000910802 0.000933926 0.00090495 0.00115449 5.41399e-05 0.000731255 0.000559428 -7.29002e-05 0.000717672 0.000198463 0.000791604 0.000904347 0.000684035 0.000927263 0.000901315 0.000854357 0.000706705 0.000654796 0.000946951 0.000996029 0.000968622
internal_weight=0 1940 418 147 492 1448 1293 1143 150 271 438 114 144 155 127 324 139 105 1038 754 372 185 132 382 284 231
internal_count=2358 1940 418 147 492 1448 1293 1143 150 271 438 114 144 155 127 324 139 105 1038 754 372 185 132 382 284 231
is_linear=0
shrinkage=0.0032998


Tree=8509
num_leaves=19
num_cat=0
split_feature=1 49 14 2 15 14 12 16 157 0 16 2 49 16 16 52 402 52
split_gain=0.152712 0.133713 0.124913 0.0923685 0.165179 0.0744211 0.0653752 0.107571 0.117685 0.156424 0.0716196 0.0644672 0.0417032 0.0403842 0.105173 0.0796569 0.047739 0.0316461
threshold=0.11392000000000001 -0.089819999999999983 -0.36617499999999997 0.11891500000000001 -0.085749999999999979 0.023790000000000002 0.083885000000000015 0.081265000000000018 -0.019454999999999997 -0.085669999999999982 -0.025314999999999994 -0.00097499999999999985 0.10470500000000001 0.081265000000000018 0.041625000000000002 -0.42005999999999993 0.11679000000000002 -0.037619999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 11 -5 6 7 8 -3 10 -10 -4 13 14 16 -15 -8 -14
right_child=2 5 3 4 -6 -7 12 -9 9 -11 -12 -13 17 15 -16 -17 -18 -19
leaf_value=0.010346529397881655 0.0078977860795107473 -0.0063282150055477861 -0.0025345841921288162 0.00057020504575348992 -0.011564241879201045 0.0092651503066901435 0.0049964949230251708 0.0073858498781990359 0.0023630889542190182 -0.0041757949917335816 0.0089800350788461908 0.0046936816159405545 -0.00082949005116500442 0.0042092653725418483 -0.0027551891201977479 0.012070844237594584 0.00029445104431125593 0.0045159252869571617
leaf_weight=101 54 56 56 81 52 75 1001 86 149 82 68 92 72 96 56 60 66 55
leaf_count=101 54 56 56 81 52 75 1001 86 149 82 68 92 72 96 56 60 66 55
internal_value=0 0.0043666 0.000481219 -0.000937635 -0.00416058 0.00405142 0.00383874 0.00204338 0.000744087 0.00207467 0.00444488 0.00194652 0.00440058 0.00469005 0.0043336 0.00724447 0.00470733 0.00147131
internal_weight=0 2023 335 281 133 1922 1847 441 355 299 217 148 1406 1279 1123 156 1067 127
internal_count=2358 2023 335 281 133 1922 1847 441 355 299 217 148 1406 1279 1123 156 1067 127
is_linear=0
shrinkage=0.16829


Tree=8510
num_leaves=21
num_cat=0
split_feature=1 150 52 47 160 48 402 42 39 402 52 42 42 157 42 403 52 150 12 42
split_gain=7.44189 0.818697 0.63057 0.462449 0.379792 0.369278 0.342973 0.327141 0.320628 0.266281 0.189227 0.180628 0.198963 0.169273 0.143999 0.136394 0.113509 0.18564 0.112145 0.0637418
threshold=0.10892500000000001 0.087790000000000021 -0.23574499999999998 0.10670500000000001 -0.010204999999999997 0.093265000000000015 0.084925000000000014 0.077855000000000021 0.083495000000000014 0.10999000000000002 -0.0013749999999999997 0.091475000000000015 0.087865000000000013 -0.082259999999999986 0.090115000000000015 -0.080879999999999994 0.0033500000000000005 0.087675000000000017 0.096915000000000015 0.09481500000000001
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 5 -2 7 -3 6 8 16 11 15 -7 12 13 -1 -14 -8 17 -4 19 -13
right_child=2 4 3 -5 -6 10 9 -9 -10 -11 -12 18 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0010917623507292011 0.00078231658971779556 0.000882217155292747 0.00010393432369856597 0.00062119347281330655 0.0005619877128521572 0.00089754499147775006 0.0013146718362734493 0.00049112325362048626 0.00072649564454972215 0.00095503027010560558 0.00066206687737499037 0.0008336584458190989 0.0011694967353875405 0.00094115988573773056 0.00095759030311003276 0.0010917335032625207 0.00038737137668049692 0.00035000990611902002 0.00079042430491357927 0.00098056909014015612
leaf_weight=94 54 74 80 81 91 87 53 101 71 103 68 52 94 811 60 78 54 58 103 109
leaf_count=94 54 74 80 81 91 87 53 101 71 103 68 52 94 811 60 78 54 58 103 109
internal_value=0 0.000929029 0.000448305 0.000399985 0.000705819 0.000949665 0.000964419 0.000338712 0.000944597 0.00108236 0.000794466 0.000956275 0.000975826 0.000956842 0.00108716 0.0011822 0.000258353 0.000207613 0.000877714 0.000933339
internal_weight=0 1948 428 374 165 1783 1628 293 1394 234 155 1323 1059 905 154 131 192 138 264 161
internal_count=2376 1948 428 374 165 1783 1628 293 1394 234 155 1323 1059 905 154 131 192 138 264 161
is_linear=0
shrinkage=0.0032998


Tree=8511
num_leaves=17
num_cat=0
split_feature=1 3 4 39 4 12 1 4 11 3 3 12 4 15 4 12
split_gain=8.40421 1.73781 1.07517 0.687373 0.566565 0.447749 0.380657 0.325556 0.430131 0.223187 0.208222 0.313512 0.157798 0.136405 0.146202 0.0659532
threshold=0.10335000000000001 -0.058704999999999993 0.30163500000000004 0.081875000000000017 -0.060264999999999992 0.11721500000000001 0.11695500000000002 0.08734500000000002 1.0000000180025095e-35 -0.11756999999999999 0.086245000000000016 0.088125000000000023 -0.040489999999999991 -0.42759999999999992 0.26900000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 -3 7 15 8 9 -1 11 -11 -2 -8 -15 -6
right_child=1 4 -4 -5 6 -7 13 -9 -10 10 -12 -13 -14 14 -16 -17
leaf_value=0.00084090353385092142 0.0011544520081670927 0.00074903609925336173 0.00049686501858157918 0.00075636356996501542 0.00044151599653058566 0.00077681373480512051 0.00040199057948255874 0.00087557961346819391 0.0012958854263273791 0.0011316253703584501 0.0009167787070257288 0.0010283618284419611 0.00090800281696615465 0.00032565972347741308 9.180391210188217e-05 0.00060238226421851224
leaf_weight=52 52 54 69 94 53 65 76 102 88 602 100 717 68 66 53 65
leaf_count=52 52 54 69 94 53 65 76 102 88 602 100 717 68 66 53 65
internal_value=0 0.000568804 0.000826084 0.00103251 0.000436212 0.00104753 0.00038213 0.0010581 0.00107002 0.00105648 0.00106436 0.00107552 0.00101509 0.00029221 0.000221801 0.000530427
internal_weight=0 556 189 1820 367 1726 313 1661 1559 1471 1419 1319 120 195 119 118
internal_count=2376 556 189 1820 367 1726 313 1661 1559 1471 1419 1319 120 195 119 118
is_linear=0
shrinkage=0.0032998


Tree=8512
num_leaves=23
num_cat=0
split_feature=2 2 2 150 12 34 2 16 16 12 403 43 12 16 475 3 3 16 43 133 133 16
split_gain=3.06945 1.54503 0.983768 0.522897 0.487616 0.440936 0.356013 0.167975 0.144526 0.197917 0.262789 0.136316 0.137914 0.0959777 0.0925972 0.0949973 0.0599415 0.0641394 0.0451732 0.0407563 0.0306961 0.0188816
threshold=0.12051500000000002 -0.0091949999999999983 0.097145000000000023 1.0000000180025095e-35 -1.0000000180025095e-35 -0.078549999999999995 0.16730000000000003 0.12292000000000002 -0.18776499999999999 0.086700000000000013 -0.098684999999999981 -0.085054999999999978 0.085515000000000022 0.041625000000000002 -0.06562999999999998 -0.14619999999999997 -0.076254999999999989 -0.089499999999999982 -0.078059999999999977 0.089725000000000013 0.085785000000000014 -0.065564999999999984
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 5 8 4 -4 -1 7 21 -3 10 -10 20 -13 16 -6 -16 17 -11 -15 -17 -12 -2
right_child=6 2 3 -5 14 -7 -8 -9 9 13 11 12 -14 18 15 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0005642875885014235 0.00034752953664157386 0.00062422498995772077 0.00034571806222866863 0.00031397051135458666 0.00079074858546067102 0.00019423443596301883 8.4355371883344812e-05 0.00052924795166447471 0.0010218096476795942 0.00079975472878915908 0.00081251325931669339 0.00071769568498281154 0.00087611467072425293 0.00059393214413251227 0.00077695056818715693 0.00065115480500605024 0.00082425969262547589 0.00071387318908360182 0.00071596604007119328 0.00055535673065166625 0.00091635822123671323 0.000266593811958725
leaf_weight=63 98 89 58 68 63 80 58 58 59 132 64 287 79 77 53 158 101 443 68 80 86 54
leaf_count=63 98 89 58 68 63 80 58 58 59 132 64 287 79 77 53 158 101 443 68 80 86 54
internal_value=0 0.000689163 0.000713281 0.000583092 0.000627425 0.000357511 0.000313987 0.000377242 0.000755338 0.000763671 0.000811178 0.000787025 0.000751986 0.000730357 0.000673481 0.000647972 0.00074724 0.00073365 0.000651405 0.000619102 0.000872286 0.000319008
internal_weight=0 2108 1965 480 412 143 268 210 1485 1396 575 516 366 821 354 291 676 575 145 238 150 152
internal_count=2376 2108 1965 480 412 143 268 210 1485 1396 575 516 366 821 354 291 676 575 145 238 150 152
is_linear=0
shrinkage=0.0032998


Tree=8513
num_leaves=25
num_cat=0
split_feature=4 16 14 11 1 403 1212 2 4 48 403 151 52 13 39 52 16 484 4 16 159 4 403 16
split_gain=0.315448 0.138689 0.304159 0.118498 0.176498 0.159962 0.228789 0.129475 0.368893 0.163217 0.109341 0.104213 0.100845 0.110251 0.0907676 0.0724903 0.0668705 0.0589153 0.0580228 0.0502725 0.0426439 0.0306088 0.0230541 0.019314
threshold=0.27044500000000005 -0.49181999999999998 -0.41790499999999997 0.091795000000000015 0.080270000000000022 -0.098684999999999981 0.040035000000000008 0.086100000000000024 -0.17689999999999997 0.084095000000000017 -0.073119999999999977 -0.030624999999999996 0.10347000000000002 -0.012549999999999997 0.085495000000000015 -0.074099999999999985 0.00088000000000000003 0.085690000000000002 -0.14236999999999997 -0.088734999999999994 -0.023859999999999996 -0.075969999999999996 -0.52954999999999985 0.23993500000000004
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 11 -3 4 5 6 22 10 -9 -10 -6 -2 17 20 16 -11 21 18 -7 -20 -14 -12 -1 -18
right_child=1 2 -4 -5 7 12 -8 8 9 15 14 -13 13 -15 -16 -17 23 -19 19 -21 -22 -23 -24 -25
leaf_value=0.010534507449486171 -0.0017843796122388705 0.0059357200774143469 -0.010268113759939249 0.013989278758848556 0.000733988306760975 0.013066416231677086 0.021060604282158373 0.010305726375482039 -0.0084326633267509821 0.0044573679223213307 0.0067021551480757708 0.0076390967559676467 0.0088176559933574317 -0.002729752288061247 0.00077856150996620348 -0.0035771154700366134 0.0021007342855718825 0.0032798558111748958 0.0098253510805910368 0.0065100323996376361 0.0031075750760693392 0.010946898183550132 0.0058690930019569395 0.0067538583797488155
leaf_weight=56 55 55 81 54 101 55 54 90 82 77 73 83 67 63 58 54 52 95 176 527 86 159 71 52
leaf_count=56 55 55 81 54 101 55 54 90 82 77 73 83 67 63 58 54 52 95 176 527 86 159 71 52
internal_value=0 0.00010531 -0.00370188 0.0061829 0.0059762 0.00722627 0.0118647 0.00401581 0.0012683 -0.0025419 0.00569399 0.00387034 0.00643923 0.0031762 0.0069609 0.00113173 0.00802275 0.0072634 0.00776028 0.0073426 0.00561981 0.00961901 0.00794043 0.00444457
internal_weight=0 274 136 2102 2048 1250 181 798 303 213 495 138 1069 216 394 131 336 853 758 703 153 232 127 104
internal_count=2376 274 136 2102 2048 1250 181 798 303 213 495 138 1069 216 394 131 336 853 758 703 153 232 127 104
is_linear=0
shrinkage=0.16829


Tree=8514
num_leaves=16
num_cat=0
split_feature=4 150 49 12 150 10 147 160 4 0 160 12 42 160 150
split_gain=4.63538 1.27953 0.778442 0.725493 0.628041 0.593496 0.295713 0.262217 0.2568 0.262211 0.248571 0.206801 0.20587 0.196117 0.0453588
threshold=0.30163500000000004 0.086730000000000015 0.14255500000000002 0.082780000000000006 0.082295000000000021 -1.0000000180025095e-35 0.08289500000000001 -1.0000000180025095e-35 -0.081759999999999985 -0.053259999999999995 -0.079999999999999988 0.08598500000000002 0.086125000000000021 -0.082299999999999984 0.10571000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 7 -1 8 -2 10 13 -7 -12 -9 -10 -5
right_child=4 3 -4 14 -6 6 -8 12 9 -11 11 -13 -14 -15 -16
leaf_value=0.00046639859175611007 0.00034391502762537565 0.00030482074644736548 0.00039382584677973579 0.00062157889432016146 0.00056983969422276992 0.00067976975483069273 0.0010162741556086828 -3.1223961758579497e-05 0.00086266453109562708 0.00057596196169459348 0.00098179590357006744 0.00083346883176994575 0.00024600004015476251 0.00075657827658935986 0.00075835479091909891
leaf_weight=59 72 99 55 58 62 77 70 66 252 74 160 307 52 855 58
leaf_count=59 72 99 55 58 62 77 70 66 252 74 160 307 52 855 58
internal_value=0 0.00075476 0.000781975 0.000512948 0.000281184 0.000793471 0.000804202 0.000186806 0.000795576 0.000767957 0.000855469 0.000884363 9.0644e-05 0.00078076 0.000690271
internal_weight=0 2124 1909 215 252 1854 1795 190 1725 1181 544 467 118 1107 116
internal_count=2376 2124 1909 215 252 1854 1795 190 1725 1181 544 467 118 1107 116
is_linear=0
shrinkage=0.0032998


Tree=8515
num_leaves=26
num_cat=0
split_feature=1 15 150 123 0 14 1 2 0 484 43 1 43 130 2 0 47 15 43 43 133 15 133 43 1
split_gain=5.86848 0.739635 0.915194 0.631806 0.594896 0.467073 0.430119 0.385861 0.351847 0.152028 0.144719 0.135968 0.159469 0.122594 0.172558 0.119019 0.0916054 0.0632234 0.0498636 0.0411601 0.126598 0.0373779 0.0279686 0.0130281 0.0119557
threshold=0.104035 -0.26826999999999995 1.0000000180025095e-35 0.081180000000000016 -0.12608499999999997 0.054835000000000009 0.13075500000000004 0.087710000000000024 -0.13010499999999997 -0.082019999999999982 -0.078469999999999984 0.077800000000000022 -0.0075499999999999986 0.098975000000000021 0.11404000000000002 -0.075969999999999996 0.11002500000000003 0.084785000000000013 0.043850000000000007 -0.085154999999999995 0.008405000000000001 0.086455000000000018 0.087035000000000015 -0.0092699999999999987 0.090540000000000023
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 6 4 5 -3 7 -2 11 -9 22 -4 17 15 14 -11 24 -6 19 -14 -1 -21 -19 -10 -23 -13
right_child=1 2 10 -5 16 -7 -8 8 9 13 -12 12 18 -15 -16 -17 -18 21 -20 20 -22 23 -24 -25 -26
leaf_value=0.0010826665917770713 0.00050210676358183881 0.00042862147689696361 0.00046651582109560733 0.00057946069439998756 0.00087128619041425747 0.0011888089456747694 0.0001714594493566856 0.00061553094786401339 0.0010305593053329745 0.00084686341455079842 0.00023077495770830586 0.00084798371361125089 0.0010233521291774369 0.00095817353630716533 0.00068410028390760802 0.00069220183190761575 0.00070271399800876807 0.00087814855107391885 0.00088951037174086654 0.0010555095756559477 0.00086903425682012905 0.00093237573450247375 0.00091387892617093164 0.0010224051909464335 0.00091806520847563392
leaf_weight=79 75 63 53 71 100 59 101 71 58 523 63 92 96 89 85 52 59 88 53 110 67 52 52 52 68
leaf_count=79 75 63 53 71 100 59 101 71 58 523 63 92 96 89 85 52 59 88 53 110 67 52 52 52 68
internal_value=0 0.000486465 0.000576914 0.000885998 0.000701182 0.000898443 0.00031256 0.000888267 0.000839987 0.000859691 0.000338788 0.000940622 0.000891868 0.000841329 0.000824167 0.000832584 0.000808956 0.00097983 0.00097598 0.00101536 0.000985122 0.000932272 0.000975722 0.000977729 0.000877989
internal_weight=0 514 338 1817 222 1746 176 1687 878 807 116 809 361 697 608 212 159 448 149 256 177 192 110 104 160
internal_count=2331 514 338 1817 222 1746 176 1687 878 807 116 809 361 697 608 212 159 448 149 256 177 192 110 104 160
is_linear=0
shrinkage=0.0032998


Tree=8516
num_leaves=11
num_cat=0
split_feature=1373 40 41 157 157 157 2 3 3 12
split_gain=0.157176 0.115517 0.0869056 0.0764254 0.168292 0.138824 0.119065 0.0918983 0.0642113 0.0617732
threshold=0.081220000000000014 0.0046150000000000002 0.07831500000000001 -0.08205999999999998 -0.076579999999999995 -0.30029999999999996 0.086615000000000011 0.20828500000000003 -0.154195 -0.083994999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 8 -6 -10
right_child=-2 -3 -4 4 7 6 -8 -9 9 -11
leaf_value=0.0014192150478418209 -0.0035798548385517939 -0.0023111271540918097 0.010481511253690403 -0.0040359910731404876 0.0012475107896062056 0.0049123111287319469 0.014790957742729783 0 0.0022007418141052307 0.0061716170123536501
leaf_weight=57 55 52 103 55 90 55 96 86 121 1561
leaf_count=57 55 52 103 55 90 55 96 86 121 1561
internal_value=0 0.00550516 0.00568872 0.00545513 0.00511967 0.00853172 0.0112047 0.00539166 0.0056524 0.00588703
internal_weight=0 2276 2224 2121 1913 208 151 1858 1772 1682
internal_count=2331 2276 2224 2121 1913 208 151 1858 1772 1682
is_linear=0
shrinkage=0.16829


Tree=8517
num_leaves=23
num_cat=0
split_feature=1 39 52 2 1 14 1 52 1 39 2 2 2 1 50 3 403 403 3 52 483 2
split_gain=11.406 1.27882 1.1138 0.739064 0.718345 0.548167 0.358933 0.323853 0.371209 0.317354 0.29003 0.251289 0.179985 0.408691 0.0869799 0.0991894 0.0878845 0.0655791 0.0529265 0.0455554 0.0295774 0.0192252
threshold=0.10776500000000001 0.081875000000000017 -0.22243999999999997 0.099675000000000014 0.13554500000000003 0.054835000000000009 0.093595000000000025 -0.43163499999999994 0.097070000000000004 0.087735000000000021 0.11891500000000001 0.11067500000000001 0.087830000000000005 0.081315000000000012 0.10672000000000002 -0.096099999999999977 -0.10197999999999999 -0.11251499999999999 0.31534000000000006 0.10233500000000001 -1.0000000180025095e-35 0.12162000000000002
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 3 -2 5 9 12 -3 -5 10 11 19 -4 14 17 15 -1 -17 -14 -6 -9 -19 -13
right_child=2 6 4 7 18 -7 -8 8 -10 -11 -12 21 13 -15 -16 16 -18 20 -20 -21 -22 -23
leaf_value=0.00089599861349191564 0.00074960982478032123 0.00078063590963975535 0.00060185589087180253 0.00097495272797477753 0.00012340643859603948 0.0012966482140858186 0.00040412177666661119 0.00093340206864147711 0.00049858782769262688 0.00017948030600406037 0.00060256690349128658 0.00029603006660391642 0.00084486233770808788 0.00063914739025761926 0.00088498853315081827 0.00092547275394282624 0.0010363782881500016 0.0010394767622688859 -1.1511006013605919e-05 0.00081391520693629342 0.00095037830434574022 0.00038693212636695302
leaf_weight=84 60 52 67 97 70 57 60 92 52 71 55 52 65 53 76 98 571 57 57 68 355 62
leaf_count=84 60 52 67 97 70 57 60 92 52 71 55 52 65 53 76 98 571 57 57 68 355 62
internal_value=0 0.000922068 0.00033155 0.000943619 0.000265274 0.00097783 0.000579246 0.000810435 0.000750534 0.000367288 0.000811306 0.000440763 0.000964432 0.000916096 0.000995292 0.00100638 0.00102018 0.000946795 6.25756e-05 0.00088284 0.000962791 0.000345777
internal_weight=0 1892 439 1780 379 1416 112 364 267 252 215 181 1359 530 829 753 669 477 127 160 412 114
internal_count=2331 1892 439 1780 379 1416 112 364 267 252 215 181 1359 530 829 753 669 477 127 160 412 114
is_linear=0
shrinkage=0.0032998


Tree=8518
num_leaves=23
num_cat=0
split_feature=1 2 16 14 49 39 50 47 16 16 2 1 13 50 16 2 2 16 13 1 475 2
split_gain=6.96055 0.786874 0.727273 0.506979 0.356753 0.302327 0.290672 0.197365 0.190541 0.422141 0.168783 0.181649 0.132432 0.135404 0.11983 0.11405 0.154823 0.106182 0.088536 0.0625258 0.0577138 0.073936
threshold=0.10915500000000002 0.099675000000000014 0.22564000000000003 0.054835000000000009 -0.049039999999999993 0.081875000000000017 0.10406000000000001 0.085505000000000012 0.25761500000000009 -0.021179999999999997 0.087830000000000005 0.081315000000000012 0.0049200000000000008 0.10672000000000002 -0.094359999999999986 0.14870000000000003 0.11982500000000001 -0.42372999999999994 -0.044684999999999996 0.086665000000000006 -0.082824999999999982 0.088975000000000012
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 3 6 5 -3 10 7 15 9 18 12 20 13 14 -1 16 17 -2 -6 -10 -12 -22
right_child=2 4 -4 -5 8 -7 -8 -9 19 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=0.00084737941318082472 0.00034380055625593596 0.00051507851422619546 0.00072517650150793393 0.0012152547473043257 0.00073766429824531339 0.00068776184177774403 0.00057984561597917246 0.00049682582617696842 0.00083325203630633948 0.00051067444944649589 0.00099722433108884873 0.00068399522558713292 0.00081341857492114281 0.0008221789478301604 0.00099082305231198184 0.00014433221912436202 0.00043815601449452156 0.00014413438849181025 0.00090305519909967625 0.00097961945089158659 0.00078398064404721377 0.00089903138845436265
leaf_weight=75 56 58 68 61 68 67 52 52 94 66 54 53 77 73 607 59 68 62 83 55 81 342
leaf_count=75 56 58 68 61 68 67 52 52 94 66 54 53 77 73 607 59 68 62 83 55 81 342
internal_value=0 0.000883148 0.000412493 0.00091895 0.000757252 0.000906277 0.000351468 0.000311364 0.000795533 0.000732211 0.000917001 0.000870149 0.000946804 0.000960361 0.0009751 0.000271857 0.00031212 0.00023919 0.000828808 0.000887517 0.000890758 0.000877084
internal_weight=0 1914 417 1490 424 1429 349 297 366 217 1362 530 832 755 682 245 186 118 151 149 477 423
internal_count=2331 1914 417 1490 424 1429 349 297 366 217 1362 530 832 755 682 245 186 118 151 149 477 423
is_linear=0
shrinkage=0.0032998


Tree=8519
num_leaves=20
num_cat=0
split_feature=1 1 457 4 11 4 13 3 4 4 16 3 2 2 12 16 15 51 0
split_gain=4.98387 0.61768 0.689321 0.60582 0.409355 0.290844 0.302365 0.276653 0.270704 0.208194 0.181955 0.17891 0.17838 0.138852 0.095886 0.148864 0.0841307 0.0540948 0.0425239
threshold=0.10915500000000002 0.093575000000000019 0.083415000000000017 -0.033449999999999987 1.0000000180025095e-35 -0.44205499999999992 -0.10278499999999999 -0.036004999999999988 0.30163500000000004 -0.16772499999999999 -0.14483499999999996 0.045635000000000002 0.11404000000000002 0.099675000000000014 0.088170000000000012 -0.093079999999999982 -0.032264999999999995 -0.069834999999999994 -0.077584999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -2 5 -1 -7 8 -5 -3 11 -9 14 18 15 -8 -14 -16 -11
right_child=3 2 -4 7 -6 6 12 10 -10 13 -12 -13 16 -15 17 -17 -18 -19 -20
leaf_value=0.0009951365048239116 0.00064294493968324073 0.00085511831398353815 0.00029483453408543571 0.0005784543928361828 0.00099276145024644927 0.00050442001904286982 0.00067809946927577898 0.0001527814873871831 0.00026202274580436563 0.00074055106041892593 0.00010950464572181258 0.00039357937565294725 0.00071198000850016614 0.00048124438655009003 0.00082536701916788942 0.00081243575858361468 0.00053414790139205389 0.00072110252962752006 0.00061439491813329854
leaf_weight=52 61 58 64 58 81 57 111 57 61 72 96 84 65 53 66 570 57 550 58
leaf_count=52 61 58 64 58 81 57 111 57 61 72 96 84 65 53 66 570 57 550 58
internal_value=0 0.000736918 0.000600222 0.000338636 0.000762808 0.000750595 0.000741956 0.000286394 0.000416546 0.000681175 0.000220895 0.000296485 0.000751472 0.000625852 0.000762948 0.000790591 0.000629183 0.000732331 0.000684537
internal_weight=0 1914 305 417 1609 1528 1476 356 119 241 237 141 1419 183 1297 681 122 616 130
internal_count=2331 1914 305 417 1609 1528 1476 356 119 241 237 141 1419 183 1297 681 122 616 130
is_linear=0
shrinkage=0.0032998


Tree=8520
num_leaves=24
num_cat=0
split_feature=2 0 130 150 394 41 13 402 16 2 1456 1212 52 52 39 16 16 16 52 2 2 16 0
split_gain=0.143457 0.199403 0.132057 0.0758876 0.0686056 0.0666993 0.0750003 0.061784 0.0691206 0.0777019 0.0587101 0.0750145 0.0579573 0.0565584 0.15397 0.111864 0.0479242 0.0772301 0.066932 0.136155 0.0535118 0.0356676 0.0157814
threshold=0.106285 -0.15202999999999997 -0.050984999999999996 0.093625000000000014 -0.0063999999999999986 0.077565000000000009 -0.085934999999999997 0.091530000000000014 -0.090789999999999996 0.087855000000000003 0.088395000000000015 0.091580000000000009 0.078180000000000013 -0.084674999999999986 0.086425000000000016 0.041625000000000002 -0.073774999999999993 -0.4058199999999999 -0.22711499999999998 0.11543000000000002 0.114805 0.051380000000000002 -0.087219999999999978
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 -2 4 16 -1 6 7 8 12 22 11 13 -4 15 -15 -8 17 -3 19 -18 -20 -22 -10
right_child=1 3 5 -5 -6 -7 10 -9 9 -11 -12 -13 -14 14 -16 -17 18 -19 20 -21 21 -23 -24
leaf_value=0.017024359690189297 -0.0036936117043585527 0.0039527116792332133 0.010744121008554937 -0.00019599812454791554 0.0084788678043999852 0.0016840242810403714 0.012167000241191045 0.0036731157203135447 0.011460634097179933 0.017149430037184592 0.00072751253454735011 0.011282266982671403 0.0035538047240053503 0.0059623092689652206 -0.0032316870384612026 0.0054346917466634986 0.0022535492703307275 0.012363072645856992 0.0068916287983719062 0.014039779008751916 0.003548104657613614 -0.0025952920033676073 0.0075938423274657151
leaf_weight=53 84 55 59 63 56 76 116 55 67 57 54 85 71 776 55 180 58 73 54 54 52 55 62
leaf_count=53 84 55 59 63 56 76 116 55 67 57 54 85 71 776 55 180 58 73 54 54 52 55 62
internal_value=0 0.00383877 0.0069528 0.00520627 0.0126505 0.0065892 0.00681583 0.00893107 0.00984053 0.0119344 0.00619455 0.00643664 0.00683092 0.00606959 0.00535164 0.0080791 0.00605948 0.00876328 0.00478519 0.00795224 0.00257086 0.000373493 0.0096161
internal_weight=0 548 1822 464 109 1713 1637 371 316 186 1266 1212 130 1127 831 296 401 128 273 112 161 107 129
internal_count=2370 548 1822 464 109 1713 1637 371 316 186 1266 1212 130 1127 831 296 401 128 273 112 161 107 129
is_linear=0
shrinkage=0.16829


Tree=8521
num_leaves=26
num_cat=0
split_feature=3 150 3 133 14 15 15 15 3 3 49 151 159 159 484 1209 15 42 42 49 43 3 3 43 15
split_gain=3.41424 0.853986 0.478338 0.819678 0.326382 0.302362 0.296476 0.254685 0.6824 0.181749 0.137229 0.210967 0.133237 0.287774 0.122462 0.0851339 0.0765637 0.115058 0.126622 0.117296 0.0722028 0.0551339 0.0468797 0.0243598 0.0139223
threshold=-0.06340999999999998 0.093625000000000014 0.10812000000000001 0.087035000000000015 0.076175000000000007 -0.0053099999999999996 -0.094449999999999992 -0.035449999999999988 -0.15078499999999997 0.14363500000000004 0.082865000000000008 -0.029339999999999995 0.078675000000000009 0.10369500000000002 -0.0068949999999999992 0.086895000000000014 0.11315500000000002 0.095650000000000013 0.091145000000000018 -0.0094899999999999984 0.03851000000000001 -0.073629999999999987 -0.083344999999999989 -0.040439999999999997 -0.089484999999999995
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=4 2 3 5 7 10 -5 8 -1 -4 11 -2 14 -14 24 16 17 18 19 -9 -19 22 -16 -17 -10
right_child=1 -3 9 6 -6 -7 -8 15 12 -11 -12 -13 13 -15 21 23 -18 20 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0003924448728231622 0.00076668143518647525 0.00024462034612568722 0.00027092448237380629 0.00021808852621818417 0.0010718455842813545 0.00088142441033055806 0.0005609886267721136 0.00094837896871763816 0.00089358507717528463 0.00050987372730913142 0.00078022462685325544 0.00050292476249173823 0.0010678325305037983 0.00073461912338244168 0.00068934991805634906 0.00087203301451318452 0.00073578926098547394 0.00064584388191375763 0.0010126284515205143 0.00082239716545553425 0.00082283429370722764 0.0006212644015633034 0.00078471161249272061 0.00098321753276322415 0.00080640673002017708
leaf_weight=53 53 94 54 53 53 98 58 98 60 101 70 92 53 63 108 53 96 54 52 598 53 52 145 54 52
leaf_count=53 53 94 54 53 53 98 58 98 60 101 70 92 53 63 108 53 96 54 52 598 53 52 145 54 52
internal_value=0 0.000536995 0.000584401 0.000641912 0.000814943 0.000728448 0.000397579 0.00080664 0.000750869 0.000426854 0.000658555 0.000599575 0.000786444 0.000887167 0.00075834 0.000837496 0.000827223 0.000837448 0.000852222 0.000840187 0.000733841 0.000723309 0.000744143 0.000928474 0.000853424
internal_weight=0 673 579 424 1697 313 111 1644 586 155 215 145 533 116 417 1058 951 855 748 696 107 305 253 107 112
internal_count=2370 673 579 424 1697 313 111 1644 586 155 215 145 533 116 417 1058 951 855 748 696 107 305 253 107 112
is_linear=0
shrinkage=0.0032998


Tree=8522
num_leaves=33
num_cat=0
split_feature=1 4 2 133 2 2 2 150 1 4 42 4 2 4 4 42 49 13 133 160 0 0 42 4 4 2 2 13 2 0 2 2
split_gain=6.62381 1.55124 0.795185 0.523506 0.476581 0.510588 0.433374 0.318742 0.234881 0.234042 0.193454 0.203526 0.184545 0.188871 0.170526 0.168241 0.161629 0.103233 0.102996 0.137009 0.102053 0.101969 0.0942951 0.09253 0.0905672 0.0860334 0.074455 0.064585 0.0806229 0.0641766 0.0401646 0.0370485
threshold=0.10141500000000002 -0.17689999999999997 0.13631000000000001 0.087445000000000009 0.10527500000000002 -1.0000000180025095e-35 0.093255000000000018 0.102565 0.089710000000000026 0.49433000000000005 0.08648500000000002 -0.0084099999999999991 0.11366500000000002 -0.078454999999999983 -0.086179999999999993 0.087495000000000003 -0.045299999999999993 -0.082689999999999986 0.092470000000000011 0.080200000000000007 -0.088589999999999988 -0.091674999999999993 0.11497500000000001 0.032965000000000001 0.058330000000000007 0.10060500000000001 0.084635000000000016 -0.085604999999999987 0.086315000000000017 -0.086224999999999982 0.08325500000000001 0.085465000000000013
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=6 -2 3 4 5 -3 7 10 12 -4 11 14 13 -8 30 -12 -6 20 19 25 -17 -16 26 -14 -7 -15 -19 -13 -29 -23 -1 -32
right_child=1 2 9 -5 16 24 8 -9 -10 -11 15 27 23 18 21 17 -18 22 -20 -21 -22 29 -24 -25 -26 -27 -28 28 -30 -31 31 -33
leaf_value=0.0010203934862699443 0.001017057236663126 0.00050708152288434188 0.00012786844855522254 0.00033594479678659517 0.00065196527110288386 0.0009887115715920367 0.0011256677414927302 0.00079133449312309963 0.00070498505970034882 0.00042173580783246218 0.00079818049232643527 0.0012323753040653096 0.00071265418231356177 0.00082619993839204604 0.00083853848095596505 0.00094597198548812588 0.00042390651042491933 0.0008228540888486766 0.00083549317301450895 0.0011140187277671411 0.0011218938742423845 0.0010820391417984295 0.0010525284517051558 0.00090105062689940232 0.00079428409283161926 0.0010003895796072287 0.0009756301744339817 0.0012077804644105394 0.0010353002860501819 0.00096943063293920492 0.001201146868866789 0.0010798777758424004
leaf_weight=53 75 58 61 78 53 55 64 70 63 58 58 69 59 67 52 61 99 78 99 54 103 85 64 61 56 65 72 52 84 212 62 70
leaf_count=53 75 58 61 78 53 55 64 70 63 58 58 69 59 67 52 61 99 78 99 54 103 85 64 61 56 65 72 52 84 212 62 70
internal_value=0 0.000573046 0.00050869 0.000579375 0.000638416 0.00075941 0.000975976 0.00100989 0.000896552 0.000271394 0.00102288 0.00105592 0.00092221 0.000961132 0.00102138 0.000966789 0.000503659 0.000992566 0.000924061 0.000971012 0.00105667 0.000977556 0.000943272 0.000808716 0.000890939 0.000912242 0.000896421 0.00114573 0.00110151 0.00100178 0.00110386 0.0011371
internal_weight=0 593 518 399 321 169 1777 1245 532 119 1175 739 469 349 534 436 152 378 285 186 164 349 214 120 111 132 150 205 136 297 185 132
internal_count=2370 593 518 399 321 169 1777 1245 532 119 1175 739 469 349 534 436 152 378 285 186 164 349 214 120 111 132 150 205 136 297 185 132
is_linear=0
shrinkage=0.0032998


Tree=8523
num_leaves=21
num_cat=0
split_feature=3 15 3 2 3 123 133 150 403 2 3 2 42 3 0 2 133 2 42 484
split_gain=0.192133 0.454615 0.113214 0.100367 0.0864415 0.107194 0.0841076 0.120459 0.115118 0.109549 0.10484 0.158573 0.0730467 0.0717828 0.0713312 0.0615682 0.0514057 0.0662867 0.0494643 0.0788566
threshold=0.10812000000000001 -0.019239999999999997 -0.24195999999999998 0.106285 -0.107915 0.085740000000000011 0.087445000000000009 0.085825000000000012 -0.098684999999999981 0.087610000000000007 -0.116045 0.086165000000000005 -0.027829999999999997 -0.065259999999999999 -0.072174999999999975 0.13247500000000004 -0.029034999999999995 0.11517500000000001 0.11497500000000001 0.010565000000000001
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 15 -1 6 -5 16 7 8 -4 -9 11 -10 -8 18 -12 -2 -6 -18 19 -14
right_child=1 -3 3 4 5 -7 12 9 10 -11 14 -13 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.014410613267616669 0.0033148053833316725 -0.011081445725363159 0.00082976896657377928 -0.001092801197775922 0.0023149509868319262 -0.00090564511223312021 0.00928132077686941 0.0070385474395814485 0.019819189539969518 -0.0030239076145812177 0.0087586035272517113 0.0075588014429939024 0.0022066097192524241 -0.00096948444144142037 0.0045830196589274827 0.010435434466937826 0.0045139889463220078 0.011183103062132126 0.0089182743258650297 0.0091367857004069509
leaf_weight=54 78 59 55 74 52 61 100 74 58 52 828 63 182 64 137 63 74 102 77 63
leaf_count=54 78 59 55 74 52 61 100 74 58 52 828 63 182 64 137 63 74 102 77 63
internal_value=0 0.00131091 0.00677341 0.00657766 0.00401922 0.0053344 0.00710642 0.00783121 0.00837733 0.00287153 0.00875792 0.0134505 0.00521318 0.0041546 0.00816766 0.00650911 0.00701176 0.00838925 0.00517864 0.00399599
internal_weight=0 200 2170 2116 363 289 1753 1267 1141 126 1086 121 486 386 965 141 228 176 322 245
internal_count=2370 200 2170 2116 363 289 1753 1267 1141 126 1086 121 486 386 965 141 228 176 322 245
is_linear=0
shrinkage=0.16829


Tree=8524
num_leaves=15
num_cat=0
split_feature=3 15 3 4 15 133 2 403 403 49 52 0 4 15
split_gain=0.132868 0.314592 0.0855202 0.132089 0.103729 0.0710809 0.128539 0.0728759 0.0788586 0.0690736 0.0471236 0.0424536 0.053769 0.0421894
threshold=0.10812000000000001 -0.019239999999999997 -0.22740999999999997 -0.5093899999999999 -0.44206999999999991 0.087985000000000022 0.13106000000000004 -0.092224999999999988 -0.085834999999999981 0.10969000000000002 -0.012574999999999998 -0.085764999999999994 -0.081289999999999987 -0.082674999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 -4 -5 6 7 -6 -9 11 -2 13 -13 -7
right_child=1 -3 3 4 5 9 -8 8 -10 -11 -12 12 -14 -15
leaf_value=0.010512047634986761 0.0013489366249980859 -0.0092165521632429862 -0.0029488767615304832 -0.00045822390765848451 0.001708425483722457 0.0058734694732672111 -0.0016178806003551544 0.013313129205303234 0.0068184993512460232 -0.00012522053267394239 0.0077718116707475964 0.0097163736839439071 0.0047447793224027193 -0.00033260500904019522
leaf_weight=98 52 59 52 76 76 55 53 56 1226 87 89 85 236 70
leaf_count=98 52 59 52 76 76 55 53 56 1226 87 89 85 236 70
internal_value=0 0.0010903 0.00563477 0.00540322 0.00561911 0.00585763 0.0064854 0.00680298 0.0071036 0.00419235 0.00541583 0.0050386 0.00606684 0.0023837
internal_weight=0 200 2170 2072 2020 1944 1411 1358 1282 533 141 446 321 125
internal_count=2370 200 2170 2072 2020 1944 1411 1358 1282 533 141 446 321 125
is_linear=0
shrinkage=0.16829


Tree=8525
num_leaves=19
num_cat=0
split_feature=1 3 4 12 4 3 3 4 12 4 1447 15 12 1447 1 15 3 47
split_gain=5.36005 1.5196 0.988973 0.598645 0.543809 0.469791 0.346594 0.329211 0.220726 0.152285 0.194212 0.14024 0.120215 0.0947862 0.0764839 0.0645302 0.102578 0.0952321
threshold=0.109225 0.30835000000000007 0.41345000000000004 -0.088294999999999985 -0.47860499999999995 0.092330000000000009 -0.036004999999999988 -0.11205499999999999 0.084535000000000013 0.0071200000000000005 -0.072479999999999989 -0.4680149999999999 0.086795000000000011 -0.086059999999999984 0.11762000000000002 -0.080944999999999989 -0.081604999999999997 0.077555000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 8 7 14 -6 -5 10 13 -4 -12 -9 -2 17 -17 -11
right_child=1 -3 11 4 5 -7 -8 9 -10 15 12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.00056773807773907584 0.00087872121317246238 2.1623856527386372e-06 0.00041474014762232986 0.0012115490629513179 0.00062632450033836497 0.0005730689787935997 0.00050384448614536781 0.00082842040895415013 0.00092314870856364519 0.00065188382853292284 0.00092045632600919116 0.00020268628169959902 0.00084747719629078323 0.00064135460109142209 0.00069563608592694928 0.00070947434736450161 0.00089218341351408675 0.00083321968395469665
leaf_weight=97 53 81 61 53 82 81 86 60 68 88 383 79 784 64 53 57 92 53
leaf_count=97 53 81 61 53 82 81 86 60 68 88 383 79 784 64 53 57 92 53
internal_value=0 0.000407831 0.000506698 0.000821617 0.000834803 0.000819868 0.000660636 0.000831868 0.00104976 0.000842506 0.000858106 0.000295333 0.000871459 0.000732154 0.000787511 0.000772941 0.000822524 0.000720295
internal_weight=0 413 332 1962 1865 1744 192 1663 121 1581 1291 140 1167 124 106 290 149 141
internal_count=2375 413 332 1962 1865 1744 192 1663 121 1581 1291 140 1167 124 106 290 149 141
is_linear=0
shrinkage=0.0032998


Tree=8526
num_leaves=13
num_cat=0
split_feature=3 39 403 403 403 3 47 52 52 12 15 156
split_gain=0.14695 0.0889941 0.0728207 0.0750988 0.0923245 0.0656441 0.0645755 0.0619985 0.113385 0.0850201 0.058114 0.0369591
threshold=0.31370500000000007 0.11305000000000003 -0.53379499999999991 -0.11201999999999999 -0.23730999999999999 -0.081814999999999985 0.12431000000000002 -0.45478499999999994 -0.25180499999999995 0.087185000000000012 -0.4680149999999999 0.11969000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 -9 -5 -10 -11
right_child=-2 -3 3 6 -6 -7 -8 8 10 11 -12 -13
leaf_value=-0.00034295672096833392 -0.0029960898286344947 -0.0019767760271429402 0.002026531855975218 0.012712442992370607 0.014405406284013591 0.010014814606606363 0.010570696020456023 -0.0032720415797103846 0.0096946793346863406 0.0073155828157689699 0.0044195758022200077 0.0015820706152479482
leaf_weight=70 70 53 61 62 53 57 55 53 62 86 1641 52
leaf_count=70 70 53 61 62 53 57 55 53 62 86 1641 52
internal_value=0 0.00481531 0.00497596 0.00514742 0.00854703 0.0059005 0.00485745 0.00469588 0.00437368 0.00751586 0.00461268 0.00516815
internal_weight=0 2305 2252 2182 171 118 2011 1956 1756 200 1703 138
internal_count=2375 2305 2252 2182 171 118 2011 1956 1756 200 1703 138
is_linear=0
shrinkage=0.16829


Tree=8527
num_leaves=24
num_cat=0
split_feature=2 2 2 2 150 10 11 130 42 155 2 2 47 133 42 42 2 42 42 484 2 2 2
split_gain=3.68013 1.77544 0.842129 0.70673 0.432637 0.374167 0.305914 0.12473 0.0965079 0.227967 0.247562 0.0920179 0.134736 0.109848 0.099971 0.0812986 0.0784908 0.0748254 0.0618277 0.0578567 0.0469362 0.036656 0.0159747
threshold=0.13459500000000005 -1.0000000180025095e-35 0.16730000000000003 0.10045500000000002 1.0000000180025095e-35 -0.010699999999999999 1.0000000180025095e-35 0.086880000000000013 0.080060000000000006 0.090695000000000012 0.10859000000000001 0.089625000000000024 0.11227500000000001 0.032620000000000003 0.086745000000000003 0.088345000000000021 0.11657500000000001 0.086745000000000003 0.090115000000000015 0.085505000000000012 0.14363500000000004 0.095935000000000006 0.092925000000000021
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=1 5 20 6 7 -1 11 8 9 10 -5 12 15 17 -15 19 -10 21 -17 -3 -2 -13 -16
right_child=2 3 -4 4 -6 -7 -8 -9 16 -11 -12 13 -14 14 22 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00061947887428088762 0.0003337256419261779 0.0008603536331304218 -9.6684336182102757e-05 0.0007336886447029266 0.00046571199194892751 0.00027943565833557157 0.0010285534917394328 0.0008434933478735021 0.0006930460832065339 0.00081598443737514268 0.0004393398088065401 0.00062595076477344662 0.00066377150776685922 0.00090567934664787637 0.00070376676917357128 0.00068931417219853181 0.00086043181435959239 0.00080265074407389334 0.00080844276474799728 0.000773870746721528 0.00047085910914325738 0.00073982767529707962 0.00079182689803142996
leaf_weight=57 55 631 53 54 93 94 70 72 86 56 76 98 59 85 52 68 52 67 209 108 60 53 67
leaf_count=57 55 631 53 54 93 94 70 72 86 56 76 98 59 85 52 68 52 67 209 108 60 53 67
internal_value=0 0.000753872 0.000246918 0.000779255 0.000669331 0.00040803 0.000813536 0.000717061 0.000688856 0.000638573 0.000561879 0.000803458 0.000820095 0.000760992 0.000817164 0.000829139 0.000756374 0.000708267 0.000779325 0.000847762 0.00040558 0.000666154 0.000753643
internal_weight=0 2207 168 2056 489 151 1567 396 324 186 130 1497 1075 422 204 1016 138 218 277 739 115 151 119
internal_count=2375 2207 168 2056 489 151 1567 396 324 186 130 1497 1075 422 204 1016 138 218 277 739 115 151 119
is_linear=0
shrinkage=0.0032998


Tree=8528
num_leaves=13
num_cat=0
split_feature=3 149 15 15 1213 3 0 0 0 15 1456 403
split_gain=0.116119 0.134488 0.122351 0.12381 0.0880325 0.125462 0.0859306 0.127669 0.118892 0.0838993 0.0779822 0.0285217
threshold=0.31343500000000007 0.079625000000000015 -0.40312499999999996 -0.4680149999999999 0.0049450000000000006 -0.085499999999999979 -0.22607999999999998 -0.14989499999999997 -0.11073999999999999 -0.079359999999999986 -0.090954999999999994 -0.073119999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 -8 9 -9 -10 -7
right_child=-2 -3 4 -5 5 11 7 8 10 -11 -12 -13
leaf_value=0.0041724545975752089 -0.0022096222055860491 0.012564412308987546 -5.4395274493001656e-05 -0.006568283680299292 -0.0045035230856266366 0.0061412845673677711 0.012021543403348314 0.0034344582120990085 0.00015959304404442262 -0.0050036886042951765 0.0056394798610508506 0.001303477564222783
leaf_weight=65 74 58 90 57 69 87 76 90 78 53 1519 59
leaf_count=65 74 58 90 57 69 87 76 90 78 53 1519 59
internal_value=0 0.00454709 0.00433898 -0.000831033 0.00463721 0.00139746 0.00500171 0.00525328 0.00495662 0.00029447 0.00537296 0.00419859
internal_weight=0 2301 2243 122 2121 215 1906 1816 1740 143 1597 146
internal_count=2375 2301 2243 122 2121 215 1906 1816 1740 143 1597 146
is_linear=0
shrinkage=0.16829


Tree=8529
num_leaves=13
num_cat=0
split_feature=1 149 12 48 1 34 1 150 43 1455 1 1456
split_gain=0.259768 0.143652 0.13398 0.114331 0.0929804 0.143934 0.0826424 0.213579 0.101553 0.090031 0.0590086 0.0514756
threshold=0.13686500000000004 0.079625000000000015 -0.036614999999999988 0.10911000000000001 0.12072500000000001 -1.0000000180025095e-35 0.077565000000000009 0.081245000000000026 -0.078139999999999973 0.082590000000000011 0.10525000000000002 0.088395000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 9 8 -8 11 -9 -7
right_child=2 -3 -4 -5 -6 6 7 10 -10 -11 -12 -13
leaf_value=0.012441231347476078 0.0013656617842854866 0.012604298042141469 -0.0098226265037566641 0.009462899869821368 -0.0018317686769831127 0.0050486479929824444 -0.00015944284009886676 -0.0070655024598977687 0.0047549003799069126 -0.00071399386511955413 0.00014011993445692828 -0.00034016655696038453
leaf_weight=53 63 54 58 97 87 1079 161 76 450 90 55 52
leaf_count=53 63 54 58 97 87 1079 161 76 450 90 55 52
internal_value=0 0.00401458 -0.00398247 0.00380292 0.00354101 0.00377376 0.00353882 0.00213338 0.00345702 0.00439144 -0.00402653 0.0047993
internal_weight=0 2254 121 2200 2103 2016 1963 742 611 1221 131 1131
internal_count=2375 2254 121 2200 2103 2016 1963 742 611 1221 131 1131
is_linear=0
shrinkage=0.16829


Tree=8530
num_leaves=15
num_cat=0
split_feature=4 14 124 4 11 2 2 13 2 40 52 403 2 403
split_gain=0.224173 0.135843 0.134392 0.107833 0.18202 0.100188 0.0988528 0.0890736 0.144836 0.0887424 0.0869733 0.0757184 0.0617713 0.0601419
threshold=0.24099500000000004 -0.072219999999999993 -0.058514999999999991 -0.38908499999999996 0.084110000000000004 0.14106500000000002 -0.0091949999999999983 -0.10664 0.10054500000000001 -0.078349999999999989 -0.11183499999999999 -0.54045999999999983 0.11657500000000001 -0.036909999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 10 6 -5 -4 -9 -8 -3 -11 -10 -13
right_child=2 3 7 5 -6 -7 9 8 12 11 -12 13 -14 -15
leaf_value=0.012253099339875803 0.005453381307342263 0.0070815299399377366 -0.0072638742823371164 -0.003527503790517421 -0.00023814827293391707 -0.0033162669563353664 0.010698574503266861 -0.0074793458385605614 0.0069763018576172219 0.0095494772788455567 0.0165017624968554 0.0015509898599057055 -0.00061225885176372885 0.0039903155168253615
leaf_weight=55 77 58 79 53 53 61 52 57 55 59 55 383 67 1166
leaf_count=55 77 58 79 53 53 61 52 57 55 59 55 383 67 1166
internal_value=0 0.0039911 -0.000709204 0.00375594 0.00786569 0.00337037 0.00360953 -0.00255539 -0.000467304 0.00383848 0.0116825 0.00361552 0.00279409 0.00338834
internal_weight=0 1995 335 1940 166 1774 1713 258 179 1660 113 1608 122 1549
internal_count=2330 1995 335 1940 166 1774 1713 258 179 1660 113 1608 122 1549
is_linear=0
shrinkage=0.16829


Tree=8531
num_leaves=25
num_cat=0
split_feature=1 1 10 16 1 0 16 150 150 13 1 16 3 49 159 3 1 3 1213 151 157 3 3 3
split_gain=11.0277 1.52772 0.887459 0.694311 0.546092 0.543924 0.541307 0.336873 0.286417 0.22799 0.227252 0.180062 0.343686 0.12976 0.138301 0.107243 0.11916 0.106921 0.103808 0.062672 0.0695981 0.0819427 0.0426777 0.0402446
threshold=0.10335000000000001 0.12450500000000002 -0.005834999999999999 0.50597000000000014 0.089625000000000024 -0.14989499999999997 -0.4058199999999999 0.081245000000000026 0.083825000000000011 -0.08151499999999999 0.081540000000000015 -0.43370499999999995 -0.036844999999999996 0.10101500000000001 0.082585000000000006 -0.082744999999999985 0.094335000000000016 -0.083914999999999976 0.032650000000000005 -0.085134999999999975 -0.018414999999999997 -0.08466499999999999 0.12745000000000004 -0.072739999999999985
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=4 3 -3 8 5 -1 -4 15 11 18 13 -2 -13 14 17 -6 -17 -11 19 -7 -21 -22 -8 -15
right_child=1 2 6 -5 7 9 22 -9 -10 10 -12 12 -14 23 -16 16 -18 -19 -20 20 21 -23 -24 -25
leaf_value=0.0013320923622986195 0.00048272294844340833 -8.6109023121154864e-05 0.00017357712248977105 0.00096691168008793615 0.0010798043851378339 0.0011816247220286119 0.00048488339234075453 0.00070808572664627072 0.0004135990693234438 0.0010383601957327201 0.0011619778915248106 0.00088409073374788843 0.00054248571792969973 0.00094717733541279314 0.001134348094605261 0.00083789627931536378 0.0010062312827603653 0.0009399993861818962 0.0012474668865518599 0.0011624446420168901 0.00094648212754182813 0.0010768404501580707 0.00062408211999813055 0.00081906606874920546
leaf_weight=79 53 52 67 60 73 72 52 69 85 271 102 65 65 74 92 91 102 241 52 79 73 257 52 52
leaf_count=79 53 52 67 60 73 72 52 69 85 271 102 65 65 74 92 91 102 241 52 79 73 257 52 52
internal_value=0 0.000501837 0.000290823 0.000645193 0.00103623 0.00106423 0.000405651 0.000915443 0.000573035 0.0010487 0.00101403 0.000646898 0.000713559 0.000993314 0.00101385 0.000969099 0.000927043 0.00099213 0.00110274 0.00108702 0.00107028 0.00104811 0.000554822 0.000894586
internal_weight=0 551 223 328 1779 1444 171 335 268 1365 832 183 130 730 604 266 193 512 533 481 409 330 104 126
internal_count=2330 551 223 328 1779 1444 171 335 268 1365 832 183 130 730 604 266 193 512 533 481 409 330 104 126
is_linear=0
shrinkage=0.0032998


Tree=8532
num_leaves=30
num_cat=0
split_feature=12 12 16 16 0 48 0 12 49 49 51 40 50 0 42 51 49 16 49 402 160 475 0 16 12 160 0 42 0
split_gain=3.28684 1.33682 0.771334 0.551342 0.596598 0.558827 0.406573 0.219973 0.205146 0.293617 0.192913 0.145651 0.126845 0.116759 0.115889 0.108514 0.0766068 0.0743281 0.0712801 0.0675149 0.0642677 0.104994 0.0695094 0.0582273 0.0854443 0.0792389 0.057564 0.044328 0.0153075
threshold=0.077755000000000005 0.10597500000000001 -0.15135499999999999 0.12292000000000002 -0.11242999999999999 0.083570000000000019 -0.063109999999999986 0.088125000000000023 0.047620000000000003 -0.07020499999999999 -0.14487999999999998 -1.0000000180025095e-35 0.089465000000000017 -0.0088949999999999984 -0.031194999999999997 0.084970000000000018 -0.053904999999999988 -0.06421499999999998 -0.0019649999999999997 -0.047074999999999999 0.061600000000000009 -0.081774999999999973 -0.085669999999999982 -0.039889999999999988 0.090255000000000016 -0.072664999999999993 -0.079119999999999982 0.091545000000000015 -0.081574999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 4 8 11 28 15 9 -1 -5 -6 14 -13 26 16 -2 27 -11 -16 21 -18 -23 24 -21 -25 -9 -14 -4
right_child=1 2 6 10 5 -7 -8 12 -10 18 -12 13 17 -15 19 -17 20 -19 -20 23 -22 22 -24 25 -26 -27 -28 -29 -30
leaf_value=0.00079074950742411595 0.00080214836466726549 0.00026619995764888072 0.00089460229943652254 0.0006394518858492237 0.00043289379198204288 0.00065209096709845484 0.00052277705976635927 0.00097056805521325692 0.00079827222885298337 0.00040780435545260442 0.00091486803805099269 0.00034966891231298219 0.0009408432702783132 0.00013372625624878494 0.00069049110356850035 0.0010868056080848417 0.00080253546723516034 0.0010425707441971768 0.00057143257109868958 0.00086988940690970666 0.0010333962482272615 0.00098263689260324528 0.00088715408325719446 0.00096555670963904968 0.00071361789096919669 0.00082046898933226919 0.00084304086842579024 0.00081172815823123698 0.00080446717642719935
leaf_weight=54 54 52 52 54 83 83 69 87 72 56 60 59 83 52 53 52 71 52 66 64 72 227 150 57 109 190 83 54 60
leaf_count=54 54 52 52 54 83 83 69 87 72 56 60 59 83 52 53 52 71 52 66 64 72 227 150 57 109 190 83 54 60
internal_value=0 0.000854077 0.00062149 0.000576064 0.00053069 0.000425067 0.000723367 0.000891223 0.000648522 0.00058706 0.000784717 0.000327757 0.000855583 0.000248824 0.000832974 0.000938534 0.00092504 0.000932315 0.000496613 0.000805751 0.000937734 0.000922282 0.00094474 0.000820211 0.000771633 0.000854093 0.000908512 0.000890208 0.00084663
internal_weight=0 1691 233 639 525 277 181 1458 248 176 114 194 832 111 643 626 574 189 122 473 520 448 377 420 173 247 170 137 112
internal_count=2330 1691 233 639 525 277 181 1458 248 176 114 194 832 111 643 626 574 189 122 473 520 448 377 420 173 247 170 137 112
is_linear=0
shrinkage=0.0032998


Tree=8533
num_leaves=15
num_cat=0
split_feature=10 4 1375 14 4 4 4 15 131 4 15 15 4 155
split_gain=0.227884 0.133787 0.144462 0.109783 0.0995557 0.0803105 0.307721 0.0894604 0.0773491 0.0681331 0.057989 0.0455704 0.0944861 0.0434572
threshold=-0.0069899999999999988 0.24099500000000004 -0.085004999999999983 0.078400000000000011 1.0000000180025095e-35 -0.37626499999999991 -0.14236999999999997 0.12241500000000001 0.080385000000000012 0.27552000000000004 -0.14820999999999998 -0.4680149999999999 0.41696500000000003 0.089630000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 13 -7 10 9 -3 -8 -11 -13 -4
right_child=1 8 3 -5 -6 6 7 -9 -10 11 -12 12 -14 -15
leaf_value=0.0016571034231222562 -0.0038042578373262215 -0.0029732950189746707 0.010368635098995257 0.012814978255620344 -0.0082684289003678961 -0.0081399805191820444 0.0099127912584751673 0.011571654436237182 -0.0048251809933876413 0.0078258744288272203 0.0045483135345213534 0.0072072144404007471 -0.0019512562944643361 0.0046325957889815509
leaf_weight=57 52 53 113 52 57 52 60 57 52 57 1481 57 72 58
leaf_count=57 52 53 113 52 57 52 60 57 52 57 1481 57 72 58
internal_value=0 0.00441675 0.00492541 0.00516873 -0.0032899 0.0049494 0.00458723 0.0050025 0.00104573 0.0023306 0.00475835 0.00385159 0.00208158 0.00843358
internal_weight=0 2216 1925 1873 114 1821 1650 1598 291 239 1541 186 129 171
internal_count=2330 2216 1925 1873 114 1821 1650 1598 291 239 1541 186 129 171
is_linear=0
shrinkage=0.16829


Tree=8534
num_leaves=28
num_cat=0
split_feature=1 2 15 150 1 2 1 3 2 150 12 3 2 1 2 3 12 1 3 13 13 2 12 43 3 15 43
split_gain=7.57675 1.21068 1.00647 0.664328 0.425963 0.375591 0.324071 0.53011 0.271185 0.197165 0.17683 0.148702 0.14794 0.112484 0.103094 0.112535 0.10119 0.110053 0.0657244 0.0966577 0.0610154 0.0597542 0.15681 0.0470503 0.0246273 0.0157685 0.00574153
threshold=0.10335000000000001 0.16730000000000003 -0.24042999999999998 0.083825000000000011 0.12450500000000002 0.12454500000000002 0.089625000000000024 -0.15197999999999998 0.11500500000000001 0.081245000000000026 0.088125000000000023 -0.029309999999999996 0.097070000000000004 0.11392000000000001 0.088820000000000024 -0.081979999999999983 0.089370000000000019 0.092235000000000025 -0.094679999999999986 0.098990000000000009 -0.082159999999999997 0.078405000000000016 0.083785000000000012 -0.078139999999999973 -0.078644999999999979 -0.089484999999999995 -0.038674999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 8 -2 6 7 -1 11 12 14 13 16 -4 21 -16 -8 -18 19 -12 24 -9 -23 -22 -20 -17 -19
right_child=1 -3 3 -5 -6 -7 9 10 -10 -11 18 -13 -14 -15 15 25 17 26 20 -21 23 22 -24 -25 -26 -27 -28
leaf_value=0.0012152173445670706 0.00049617002004898167 -1.7695763793058673e-05 0.00092733778858527572 0.00035696922971896597 0.00014594121477322174 0.00062360632807488667 0.00067594777807454694 0.00087604789044396598 0.00049883587388581353 0.00064245141232686031 0.00068362427915190165 0.0006285361458130131 0.0009969728994868286 0.0007168765324308458 0.00074733822135524171 0.00088440861156826732 0.00097384351928232141 0.00081665016918378215 0.00089552243209053343 0.00088055398456710315 0.00092553811655084629 0.0010778988004149254 0.00094066926651574815 0.00083715538494900433 0.0010030368623124941 0.00097861381422266773 0.00074936784668942649
leaf_weight=64 62 55 60 90 98 57 53 79 62 67 53 68 57 56 58 53 52 52 57 62 99 131 337 283 59 54 52
leaf_count=64 62 55 60 90 98 57 53 79 62 67 53 68 57 56 58 53 52 52 57 62 99 131 337 283 59 54 52
internal_value=0 0.000446186 0.000497696 0.000600362 0.000281875 0.000889171 0.000897941 0.000920283 0.000689266 0.000804642 0.00090601 0.000753241 0.000845362 0.00082604 0.000941936 0.000867484 0.000803846 0.000847072 0.000864225 0.000790101 0.000881271 0.00096433 0.000979157 0.000860153 0.00095051 0.000932281 0.000783348
internal_weight=0 551 496 336 160 1779 1722 1389 246 333 1325 184 266 116 712 165 209 156 613 115 498 547 468 382 116 107 104
internal_count=2330 551 496 336 160 1779 1722 1389 246 333 1325 184 266 116 712 165 209 156 613 115 498 547 468 382 116 107 104
is_linear=0
shrinkage=0.0032998


Tree=8535
num_leaves=23
num_cat=0
split_feature=1 2 15 14 2 1 52 12 402 483 159 2 12 12 1 51 15 12 16 15 2 402
split_gain=8.50118 1.79255 1.07528 0.57952 0.503002 0.412755 0.400081 0.335885 0.318956 0.236178 0.222068 0.207008 0.182575 0.192363 0.146256 0.133966 0.115739 0.121079 0.0922483 0.0783476 0.0578217 0.0516981
threshold=0.10335000000000001 0.14461000000000004 -0.084629999999999997 0.062655000000000016 0.092155000000000015 0.12450500000000002 -0.43163499999999994 0.086085000000000009 0.085575000000000026 -1.0000000180025095e-35 0.0096550000000000021 0.10575500000000002 0.054520000000000006 0.11461500000000001 0.093890000000000015 0.055195000000000008 -0.090364999999999987 0.094435000000000005 -0.0021749999999999994 -0.05332499999999999 0.083970000000000017 0.097495000000000012
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 5 4 8 11 -4 -8 9 -1 12 -2 19 16 15 18 -14 -18 -11 -6 -10 -22
right_child=1 -3 6 -5 10 -7 7 -9 20 14 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23
leaf_value=0.0011196771729522698 0.00066125587793046294 4.2248428404224712e-05 0.00095671793047007398 0.0012198490122451162 0.00077297163756661561 0.00020516190771805126 0.00050607200105693946 0.00081614121395649471 0.0011564238773211764 0.00092531489412586211 0.00097740329438800893 0.00039979100110527444 0.00073858341317034409 0.00066038904125784149 0.0007898149884405859 0.00079996580053523167 0.00098629050174425521 0.00084066779932762841 0.0010248657353815846 0.00058941911866389521 0.0010986257738122803 0.00095024201640115736
leaf_weight=67 52 95 54 70 54 87 99 63 71 617 100 94 63 58 96 83 109 162 131 53 62 54
leaf_count=67 52 95 54 70 54 87 99 63 71 617 100 94 63 58 96 83 109 162 131 53 62 54
internal_value=0 0.000454449 0.000541585 0.000923845 0.000912185 0.000385773 0.000709497 0.000626872 0.000951901 0.000928124 0.000833821 0.000493157 0.000804976 0.000838349 0.000914241 0.000928573 0.000869147 0.000899369 0.000942797 0.000682382 0.0010781 0.00102985
internal_weight=0 544 449 1850 1780 233 216 162 1181 994 599 146 499 392 927 831 334 271 748 107 187 116
internal_count=2394 544 449 1850 1780 233 216 162 1181 994 599 146 499 392 927 831 334 271 748 107 187 116
is_linear=0
shrinkage=0.0032998


Tree=8536
num_leaves=22
num_cat=0
split_feature=2 1 159 402 402 403 1 1456 160 52 42 3 0 2 16 2 2 1 2 3 2
split_gain=0.403268 0.233889 0.128168 0.105526 0.169622 0.114166 0.10281 0.0949894 0.0800156 0.0788965 0.0890865 0.0930318 0.0868148 0.0576293 0.0558378 0.13671 0.0900354 0.0481804 0.0377112 0.0300551 0.0231535
threshold=0.17730000000000004 0.10335000000000001 0.08351500000000002 0.088375000000000023 0.023625000000000004 -0.023209999999999998 0.10600000000000002 -0.075669999999999987 -0.07841999999999999 -0.24526499999999998 0.084360000000000004 0.12566000000000002 -0.072174999999999975 0.094195000000000015 -0.09391999999999999 0.092575000000000018 0.094835000000000017 0.11181500000000001 0.088045000000000012 0.31370500000000007 0.087045000000000025
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 2 3 4 7 -5 -3 18 -4 -8 11 17 -12 -10 15 -9 -16 -11 -1 -13 -7
right_child=-2 6 8 5 -6 20 9 14 13 10 12 19 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0067918168246409952 -0.010006316706420309 -0.0053518074979186057 0.013777679374408778 0.014561915208433963 -0.0042700651745866333 0.0079467759624232918 0.008523069757527731 -0.0012597302315695198 0.0046175425891467337 0.0010146519621314508 0.0097784040565623079 0.0062613527699927462 0.0010741690658190299 0.011332351722576335 0.0061928343011405469 0.0073909328706292373 0.0026068922015302256 -0.0054072700087171117 0.013043705114547745 0.00081866282011567909 0.0032759155266779186
leaf_weight=58 52 52 82 68 56 73 55 127 95 52 63 55 68 60 760 87 271 89 55 62 54
leaf_count=58 52 52 82 68 56 73 55 127 95 52 63 55 68 60 760 87 271 89 55 62 54
internal_value=0 0.00496653 0.00583869 0.00529799 0.00478914 0.00897855 0.00171692 0.00516404 0.00950199 0.00254884 0.00169954 -0.000108387 0.00527389 0.00722841 0.00473722 0.00224873 0.00525201 -0.00302616 0.00985067 0.00339255 0.00597489
internal_weight=0 2342 1846 1609 1414 195 496 1358 237 444 389 258 131 155 1245 214 1031 141 113 117 127
internal_count=2394 2342 1846 1609 1414 195 496 1358 237 444 389 258 131 155 1245 214 1031 141 113 117 127
is_linear=0
shrinkage=0.16829


Tree=8537
num_leaves=19
num_cat=0
split_feature=9 475 3 0 10 157 12 1456 3 15 51 13 13 13 124 475 158 160
split_gain=0.197468 0.127739 0.14062 0.124552 0.13943 0.126303 0.159244 0.100545 0.0949493 0.0930125 0.0757529 0.103747 0.0735641 0.0771157 0.0752157 0.0790594 0.069571 0.0631018
threshold=0.09055500000000001 -0.083494999999999986 -0.087784999999999988 -0.069074999999999984 -1.0000000180025095e-35 -0.079969999999999986 0.086985000000000021 -0.00059999999999999995 0.083605000000000013 1.0000000180025095e-35 -0.099134999999999987 0.071660000000000015 0.055020000000000006 0.17982000000000001 -0.074709999999999985 -0.0041249999999999993 0.080695000000000003 -0.081539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 16 9 10 -6 -12 14 -14 -9 -16 -7 -4
right_child=-2 3 17 4 8 7 -8 12 -10 -11 11 -13 13 -15 15 -17 -18 -19
leaf_value=0.014738503316115393 -0.0063828906241674794 -0.0078884632606223293 0.0011440658325895493 -0.0069305098872265193 0.0041167763428155771 0.011899934279459861 0.0048798466198563557 3.2999277040904418e-05 0.0078229045719928562 0.0054031482235738356 -0.0054005541720208551 0.0032415086791202493 -0.0028434331897850998 0.0047090883030967527 0.011503748449558504 0.0048242706462862392 0.0041043576361108986 0.0083017152525331987
leaf_weight=63 52 52 63 52 68 90 59 89 73 102 117 59 78 75 53 1117 52 80
leaf_count=63 52 52 63 52 68 90 59 89 73 102 117 59 78 75 53 1117 52 80
internal_value=0 0.0040892 0.0080987 0.00370168 0.0012801 0.00438562 -0.00108552 0.00477757 0.00230337 0.00113365 -0.000643778 -0.00249329 0.00434584 0.000847041 0.00476961 0.00512838 0.00905787 0.00516091
internal_weight=0 2342 206 2136 471 1665 111 1554 419 346 244 176 1412 153 1259 1170 142 143
internal_count=2394 2342 206 2136 471 1665 111 1554 419 346 244 176 1412 153 1259 1170 142 143
is_linear=0
shrinkage=0.16829


Tree=8538
num_leaves=22
num_cat=0
split_feature=4 123 12 12 16 47 12 4 12 50 16 12 16 12 4 47 4 48 48 42 16
split_gain=6.72147 1.94512 0.571955 0.62478 0.436569 0.549285 0.308433 0.256368 0.286561 0.179217 0.169721 0.15865 0.138624 0.117059 0.104467 0.103537 0.140328 0.103161 0.0826132 0.0687891 0.0468821
threshold=0.30163500000000004 0.081180000000000016 0.11589000000000001 0.054520000000000006 0.15454000000000004 0.077555000000000013 0.092495000000000008 0.59999500000000017 1.0000000180025095e-35 0.041865000000000006 -0.020464999999999997 0.083785000000000012 -0.0084099999999999991 -0.088294999999999985 0.42405000000000009 0.08265500000000002 -0.085774999999999976 0.084965000000000027 0.088800000000000004 0.11623000000000001 -0.082264999999999991
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 2 3 4 5 12 9 8 14 11 20 -5 17 -3 -2 16 -8 -1 -13 -18 -11
right_child=7 13 -4 6 -6 -7 15 -9 -10 10 -12 18 -14 -15 -16 -17 19 -19 -20 -21 -22
leaf_value=0.00072747723400622502 0.00029810687425402851 0.00053510443054609379 0.00061146117032226421 0.0010379056515428902 0.0009380492253221966 0.00093784173216752433 0.00096866172402092297 8.6211097764086586e-05 0.00013089503281954804 0.0010164193380669245 0.001178152846300712 0.00090412670298098581 0.00043299827368796598 0.00032454262346180365 0.00048355887249111205 0.00072177626933948814 0.00084549666405467014 0.00052705106879273914 0.00078373177203485951 0.00071994918387617568 0.00090841918237852834
leaf_weight=63 56 56 96 95 89 60 96 61 56 105 54 646 56 62 86 79 294 54 74 62 94
leaf_count=63 56 56 96 95 89 60 96 61 56 105 54 646 56 62 86 79 294 54 74 62 94
internal_value=0 0.000837146 0.000861254 0.000873719 0.000740489 0.000664875 0.000900526 0.000274034 0.00033172 0.000933123 0.00101109 0.000908875 0.000570001 0.000424769 0.000410671 0.000834897 0.00085459 0.000635274 0.000891802 0.000823731 0.000965581
internal_weight=0 2135 2017 1921 322 233 1599 259 198 1068 253 815 173 118 142 531 452 117 720 356 199
internal_count=2394 2135 2017 1921 322 233 1599 259 198 1068 253 815 173 118 142 531 452 117 720 356 199
is_linear=0
shrinkage=0.0032998


Tree=8539
num_leaves=20
num_cat=0
split_feature=1 2 4 4 1 2 51 4 157 2 1 1 0 4 1212 484 0 13 52
split_gain=9.0696 1.52768 1.01539 0.825509 0.452215 0.388405 0.349477 0.249934 0.333253 0.253782 0.347629 0.158487 0.156931 0.130804 0.116278 0.0899222 0.0836652 0.0661228 0.0544345
threshold=0.10915500000000002 0.14721500000000001 0.27044500000000005 0.27834500000000006 0.10335000000000001 0.11366500000000002 0.035765000000000012 -0.085574999999999984 -0.0062799999999999991 0.090225000000000014 1.0000000180025095e-35 0.12835000000000002 -0.086224999999999982 -0.035694999999999991 0.091220000000000009 0.065040000000000014 0.053930000000000006 -0.087759999999999991 -0.064819999999999989
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 6 4 5 7 18 8 -1 14 15 -4 -10 -7 17 -11 -14 -9 -2
right_child=1 -3 11 -5 -6 13 -8 9 12 10 -12 -13 16 -15 -16 -17 -18 -19 -20
leaf_value=0.0014020631682637953 0.00083487120074477459 0.00013220250688729363 0.00052708658598836771 0.00063453284765637721 0.00082752920623627775 0.00076208993664494853 0.0006028905614847604 0.0011674049862805975 0.0012441223896727568 0.0010103474315818323 0.00074070076003942881 0.00031902497685767591 0.0010274443039510815 0.00098659260045728513 0.00096572385033028289 0.001162566717781298 0.0011757022464874154 0.0010897620968559377 0.00099235546139613386
leaf_weight=54 54 90 87 52 90 54 65 166 81 357 52 76 156 65 75 52 63 653 52
leaf_count=54 54 90 87 52 90 54 65 166 81 357 52 76 156 65 75 52 63 653 52
internal_value=0 0.000514269 0.000617116 0.00104647 0.00105762 0.00106893 0.000794993 0.00108171 0.00116085 0.00106101 0.000997255 0.000430292 0.00111732 0.000885014 0.00109385 0.00102979 0.00107025 0.00110554 0.00091246
internal_weight=0 424 334 1970 1918 1828 171 1709 354 1355 461 163 300 119 894 409 219 819 106
internal_count=2394 424 334 1970 1918 1828 171 1709 354 1355 461 163 300 119 894 409 219 819 106
is_linear=0
shrinkage=0.0032998


Tree=8540
num_leaves=18
num_cat=0
split_feature=1 4 12 14 14 4 4 123 12 15 4 1 4 16 1 16 12
split_gain=4.05334 0.775678 0.633931 0.58766 0.419584 0.390332 0.38486 0.336037 0.250589 0.177927 0.213348 0.195032 0.13212 0.310424 0.130875 0.121097 0.0988278
threshold=0.10538500000000002 0.40124500000000002 -1.0000000180025095e-35 -0.45687499999999998 0.054835000000000009 0.5137400000000002 -0.036279999999999993 0.081990000000000021 0.11628000000000001 -0.19301999999999997 0.0071200000000000005 1.0000000180025095e-35 -0.38908499999999996 0.041625000000000002 0.11551000000000002 -0.13644999999999999 0.08536500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 7 -5 -4 8 9 -1 12 15 16 -14 -8 -12 -11
right_child=1 3 6 5 -6 -7 14 -9 -10 10 11 -13 13 -15 -16 -17 -18
leaf_value=0.00097773082664247822 0.00032000773435957573 0.00060772227373221809 0.00086223503382092343 7.8993572118831335e-05 0.0010357721892505257 0.00039952660298949876 0.00067955804355522142 0.00052303259348929882 0.00058792724748866804 0.00081642699889630528 0.00082862287797608181 0.00051112201739153974 0.00080963528711855935 0.00065676356482783553 0.00046584531438821544 0.00065456823246174052 0.0010147218800500575
leaf_weight=54 83 53 70 102 69 70 56 58 72 64 90 53 1048 171 75 91 53
leaf_count=54 83 53 70 102 69 70 56 58 72 64 90 53 1048 171 75 91 53
internal_value=0 0.000448636 0.000563438 0.000303573 0.000781872 0.000209648 0.000663784 0.000771863 0.000780352 0.000788862 0.000782343 0.000689323 0.000798609 0.00078822 0.000557472 0.000741309 0.000906554
internal_weight=0 509 284 225 1823 172 201 1754 1696 1624 1570 234 1336 1219 131 181 117
internal_count=2332 509 284 225 1823 172 201 1754 1696 1624 1570 234 1336 1219 131 181 117
is_linear=0
shrinkage=0.0032998


Tree=8541
num_leaves=20
num_cat=0
split_feature=2 2 133 2 3 150 16 150 15 15 3 15 484 52 2 52 13 3 51
split_gain=3.73465 2.28709 0.711801 0.682689 0.559614 0.338133 0.466762 0.319083 0.557398 0.290636 0.289016 0.204246 0.177973 0.263223 0.135746 0.110717 0.133647 0.10025 0.0578724
threshold=0.12051500000000002 -1.0000000180025095e-35 0.087035000000000015 0.10859000000000001 -0.029309999999999996 0.081245000000000026 -0.014034999999999997 1.0000000180025095e-35 -0.37478999999999996 -0.042294999999999992 -0.16048499999999996 0.084990000000000024 0.10151000000000002 0.31838000000000005 0.087610000000000007 0.088635000000000005 -0.0082249999999999979 -0.082224999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 18 10 -7 8 -2 -10 -3 12 13 -12 -8 16 -13 -17 -5
right_child=7 3 -4 4 -6 6 14 -9 9 -11 11 15 -14 -15 -16 17 -18 -19 -20
leaf_value=0.00059575290720561029 0.00022974695229469421 0.001118661021137125 0.00013182409260375976 0.00088645458887654221 0.00046358056906744307 0.00053333712906339034 0.00098873579770161345 0.00016515235880190616 0.00072047457071552478 0.00039647153261951817 0.00084550849685200227 0.00091466988429952912 0.0010310094745508639 0.00061043447612456553 0.00075804315749844324 0.00079126481061935492 0.00105562196464123 0.00092588372439862524 0.00073804583746763669
leaf_weight=102 77 56 56 60 87 76 55 54 74 52 740 234 52 57 61 111 114 149 65
leaf_count=102 77 56 56 60 87 76 55 54 74 52 740 234 52 57 61 111 114 149 65
internal_value=0 0.000813597 0.000431545 0.000845067 0.000667746 0.000867095 0.000735548 0.000391619 0.000451688 0.000587039 0.000883765 0.000874712 0.000841171 0.000828741 0.000867727 0.000921491 0.000960945 0.000868547 0.000809564
internal_weight=0 2075 158 1917 212 1705 192 257 203 126 1513 1457 849 797 116 608 348 260 125
internal_count=2332 2075 158 1917 212 1705 192 257 203 126 1513 1457 849 797 116 608 348 260 125
is_linear=0
shrinkage=0.0032998


Tree=8542
num_leaves=22
num_cat=0
split_feature=4 13 14 0 150 3 0 3 0 402 402 15 43 159 16 15 43 15 3 16 51
split_gain=0.12953 0.154996 0.1594 0.110642 0.101152 0.178335 0.175168 0.119812 0.123777 0.105258 0.115869 0.0940339 0.086475 0.0804225 0.0741633 0.0681769 0.0586072 0.0445451 0.044205 0.0359583 0.0234036
threshold=0.043850000000000007 0.10809000000000001 -0.10708499999999999 -0.19242499999999998 1.0000000180025095e-35 0.10703500000000001 -0.074204999999999979 -0.16048499999999996 -0.0076699999999999989 0.084450000000000011 0.094750000000000015 0.11614000000000001 -0.033174999999999989 0.079755000000000006 0.0073350000000000004 -0.050004999999999994 -0.011154999999999998 -0.089734999999999995 -0.010599999999999998 -0.082354999999999984 -0.083174999999999985
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=4 2 -2 -4 5 7 16 -1 9 11 -11 14 13 17 -9 18 20 -5 -14 -12 -6
right_child=1 -3 3 12 6 -7 -8 8 -10 10 19 -13 15 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.011975111795748524 0.010525741476335526 -0.0055549946453369477 -0.0046974276708040144 -0.00031436959443980527 0.0048182012513354215 0.015708044656226265 -0.0058627896040944621 0.005372976081505363 -0.00079225816582018235 0.016261668056245928 0.0033929370041749815 0.010479078827660623 0.0050274694558678015 -0.0040540843735603202 0.0016231853054097663 0.00093848264170313153 0.0011289850540563025 0.0055765360522223289 0.011355840749980577 0.0090850122168025498 0.0098242289452526409
leaf_weight=83 80 58 55 61 55 53 56 829 86 52 53 87 65 62 184 53 72 88 63 82 55
leaf_count=83 80 58 55 61 55 53 56 829 86 52 53 87 65 62 184 53 72 88 63 82 55
internal_value=0 0.00269002 0.00360085 0.00235747 0.00559013 0.00609944 0.00235337 0.00574844 0.00537072 0.00578394 0.00948661 0.00515285 0.0033519 0.0010266 0.00469364 0.00605269 0.00489128 0.00315277 0.00815625 0.00686365 0.00733755
internal_weight=0 585 527 447 1747 1509 238 1456 1373 1287 187 1100 392 211 1013 181 182 149 128 135 110
internal_count=2332 585 527 447 1747 1509 238 1456 1373 1287 187 1100 392 211 1013 181 182 149 128 135 110
is_linear=0
shrinkage=0.16829


Tree=8543
num_leaves=16
num_cat=0
split_feature=49 40 1 15 14 1 15 42 2 51 0 1 1 48 16
split_gain=0.127124 0.12736 0.110715 0.130956 0.137191 0.169808 0.0642336 0.0579117 0.0827542 0.0605362 0.0602671 0.0575664 0.0792137 0.0547171 0.0378032
threshold=-0.15562499999999999 0.051255000000000002 0.14426500000000003 -0.088489999999999985 -0.10708499999999999 0.10141500000000002 -0.091604999999999978 -0.10071499999999999 0.11941000000000002 0.11794000000000002 -0.081104999999999997 0.11203500000000001 0.12640500000000002 0.093265000000000015 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 14 10 9 13 -5 -7 -13 -9 -6
right_child=1 -3 -4 7 5 11 -8 8 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.0037871017373242596 0.0087589654964591 -0.0037389399204044785 0.012134233352790425 0.0042009103871878993 0.0074314384573911842 -0.0080802435913069036 -0.0021442651453455891 0.0050319402265581693 -0.00016674210826172882 0.010091769468008221 0.011855972028522019 0.0029962028869353428 -0.0060402353018851494 -0.00026706974651483995 0.0029858092402034156
leaf_weight=57 74 55 52 52 78 52 52 1282 91 65 69 58 52 57 186
leaf_count=57 74 55 52 52 78 52 52 1282 91 65 69 58 52 57 186
internal_value=0 0.00424314 0.0044417 0.00425637 0.00201302 0.000964915 0.00323896 0.00502155 0.00473225 0.00505106 0.00858104 -0.00345979 -0.00125924 0.00480502 0.0043061
internal_weight=0 2275 2220 2168 552 478 316 1616 1495 1404 121 162 110 1339 264
internal_count=2332 2275 2220 2168 552 478 316 1616 1495 1404 121 162 110 1339 264
is_linear=0
shrinkage=0.16829


Tree=8544
num_leaves=26
num_cat=0
split_feature=1 3 3 2 1 52 12 4 1 3 12 3 4 13 3 13 3 4 16 4 3 13 42 13 50
split_gain=5.31644 1.11476 0.713214 0.452283 0.486556 0.638534 0.561273 0.383959 0.315893 0.209915 0.192614 0.171573 0.137344 0.177756 0.103354 0.0942553 0.187612 0.100697 0.0749559 0.10343 0.067227 0.0627012 0.0333844 0.0327633 0.0281818
threshold=0.109225 -0.049204999999999992 0.077930000000000013 0.12708000000000003 0.089625000000000024 -0.40011499999999994 0.089150000000000021 0.26900000000000007 0.13075500000000004 -0.0083149999999999977 0.088125000000000023 0.31370500000000007 -0.086369999999999988 -0.0080999999999999978 -0.0020049999999999994 0.059130000000000009 -0.095764999999999989 -0.00096999999999999983 -0.072359999999999994 -0.082734999999999989 -0.081854999999999997 -0.082159999999999997 0.087865000000000013 -0.066659999999999983 0.089685000000000015
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 7 8 4 10 -6 9 -2 -3 -7 12 -4 13 -1 18 16 -12 23 19 -14 -8 -20 -19 -18 -22
right_child=1 2 11 -5 5 6 20 -9 -10 -11 15 -13 14 -15 -16 -17 17 22 21 -21 24 -23 -24 -25 -26
leaf_value=0.0011546300164521058 0.00082440301186608356 0.00027526335874062833 0.00059246451260836636 0.00054529916365527516 0.0010492221267397283 0.00047521670237383914 0.00092627768039508379 0.00046685802422277191 -5.6164083129246779e-05 0.0006922184881575853 0.0006390452453722416 0.00036695674417794929 0.00082658218532422913 0.00092427951092076052 0.00075824562047309245 0.00094369774998785444 0.00091806180074899973 0.0008325151743279911 0.00084631192916967033 0.00099387715904298689 0.00073081883687679328 0.0009616466780304466 0.00072596121602463645 0.00084916598676734473 0.00084208900414599103
leaf_weight=62 83 76 71 52 73 95 69 55 53 103 52 79 54 97 52 100 164 69 205 203 54 77 79 191 64
leaf_count=62 83 76 71 52 73 95 69 55 53 103 52 79 54 97 52 100 164 69 205 203 54 77 79 191 64
internal_value=0 0.000439343 0.000319115 0.000850697 0.000859202 0.00076525 0.000711315 0.000682158 0.000138822 0.000588279 0.000889804 0.000473932 0.000926421 0.00101432 0.000902712 0.000847822 0.000830484 0.000850205 0.000916584 0.000958863 0.000841399 0.000877929 0.000775876 0.000881093 0.000791467
internal_weight=0 417 279 1915 1863 458 385 138 129 198 1405 150 750 159 591 655 555 503 539 257 187 282 148 355 118
internal_count=2332 417 279 1915 1863 458 385 138 129 198 1405 150 750 159 591 655 555 503 539 257 187 282 148 355 118
is_linear=0
shrinkage=0.0032998


Tree=8545
num_leaves=21
num_cat=0
split_feature=2 13 4 9 13 2 48 4 4 11 457 402 4 2 484 481 2 43 42 4
split_gain=0.218537 0.201304 0.105892 0.100299 0.110173 0.125589 0.120809 0.0963288 0.0874151 0.25031 0.0819452 0.0855082 0.0689605 0.08234 0.0680482 0.0969633 0.0623163 0.0542013 0.0256353 0.0233708
threshold=0.11500500000000001 0.059130000000000009 0.36766000000000004 0.037245000000000007 -0.07692499999999998 -1.0000000180025095e-35 0.093265000000000015 -0.085574999999999984 -0.11205499999999999 0.082245000000000013 0.048870000000000004 -1.0000000180025095e-35 0.056640000000000003 0.10272000000000002 -0.020124999999999994 -0.070419999999999996 0.08647500000000001 -0.029144999999999997 -0.0075749999999999993 0.49433000000000005
decision_type=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 4 7 -6 8 -1 9 -7 11 -9 13 -10 15 -13 -16 -2 -14 -4
right_child=1 -3 19 -5 5 6 -8 10 12 -11 -12 14 18 -15 16 -17 -18 -19 -20 -21
leaf_value=0.012906958009654058 0.0097858933012695739 -0.0080573330870144233 -0.0039715014882670601 0.011517697549306108 -0.0042111823642489461 0.013437597074848432 -0.0014718067873772404 0.011035991487291499 0.0038924295486737958 -0.00018666254386689936 0.011368228261763619 0.0028851416435477064 0.0051753078726068363 -0.0027550061707137803 0.0055541847939840436 0.011132655534872027 0.0016008508428366909 0.0030792797509913376 0.0099347158703547052 0.00069458957348744255
leaf_weight=59 52 64 52 66 53 101 98 66 665 61 69 72 67 57 226 94 229 103 66 72
leaf_count=59 52 64 52 66 53 101 98 66 665 61 69 72 67 57 226 94 229 103 66 72
internal_value=0 0.000448558 0.00240617 0.00504408 0.00482772 0.00377607 0.00415735 0.00633266 0.00470155 0.00829638 0.0058172 0.00525706 0.00401832 0.00336514 0.00463998 0.00756624 0.00356843 0.00534083 0.00755063 -0.00124767
internal_weight=0 343 279 2049 1983 1168 1115 815 1017 162 756 687 855 722 621 166 455 155 133 124
internal_count=2392 343 279 2049 1983 1168 1115 815 1017 162 756 687 855 722 621 166 455 155 133 124
is_linear=0
shrinkage=0.16829


Tree=8546
num_leaves=29
num_cat=0
split_feature=1 1 12 123 12 0 43 1 1 49 1 12 52 1 51 1213 0 1213 12 51 1213 133 12 0 0 1 1 43
split_gain=11.3864 1.72854 1.9 0.613065 0.312112 0.287681 0.271769 0.254846 0.388396 0.274658 0.27083 0.238957 0.20872 0.137723 0.121355 0.0903415 0.0841632 0.0620123 0.0775024 0.0599361 0.0469775 0.0455928 0.0413547 0.0539792 0.0488551 0.0211815 0.0127072 0.00440172
threshold=0.10557500000000002 0.13443000000000002 0.085090000000000013 1.0000000180025095e-35 0.091325000000000003 -0.050094999999999994 -0.049364999999999992 0.089405000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.085810000000000011 0.077755000000000005 -0.071919999999999984 0.09166500000000001 0.10387500000000001 -0.0068949999999999992 -0.14712999999999996 0.039620000000000009 0.087045000000000025 -0.024714999999999997 -0.084134999999999988 0.086635000000000004 0.10005000000000001 -0.069824999999999984 -0.072174999999999975 0.11323000000000001 0.08801500000000001 -0.071349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 7 -3 -2 8 11 -9 16 -1 -4 -11 15 20 -10 21 -19 27 -6 -13 23 -21 -24 -8 -12 -17
right_child=1 5 12 -5 14 -7 25 9 10 13 26 17 -14 -15 -16 19 -18 18 -20 22 -22 -23 24 -25 -26 -27 -28 -29
leaf_value=0.00068275361337417418 0.00012137203409617292 -8.8931373574171942e-05 0.00091309336900779179 0.00055891162095541267 0.00082361352979726948 0.00019522712904450497 0.00041068378230544597 0.00059787051597435766 0.0012705664516812465 0.00075907007999543967 0.00098328967700472641 0.00088039614775538093 0.00064517347060098458 0.00099324459244155166 0.00068866656334011977 0.00096230102354914954 0.0010816308339139499 0.0010884427768346398 0.00090998703308607599 0.00083973125047059514 0.00067628139410108373 0.00094399472787708757 0.00084505264198850175 0.00096587010864562371 0.00070935062817867984 0.00031688610735167069 0.0008983968538533978 0.00089767473773135246
leaf_weight=52 96 92 54 66 52 67 52 53 55 52 60 389 81 63 66 57 57 52 64 189 52 215 78 52 54 66 54 52
leaf_count=52 96 92 54 66 52 67 52 53 55 52 60 389 81 63 66 57 57 52 64 189 52 215 78 52 54 66 54 52
internal_value=0 0.000315999 0.000445928 0.000872776 0.000884151 3.05868e-05 0.0002523 0.000916758 0.000936975 0.00079645 0.00105819 0.000901445 0.000752602 0.000887663 0.000825785 0.000841169 0.00117473 0.00091719 0.000990288 0.000860705 0.000750286 0.000903093 0.000839837 0.000867094 0.000789805 0.000358519 0.000943386 0.000931793
internal_weight=0 508 349 1884 1818 159 214 1166 998 168 226 772 135 115 652 586 112 720 116 482 104 604 373 241 132 118 114 109
internal_count=2392 508 349 1884 1818 159 214 1166 998 168 226 772 135 115 652 586 112 720 116 482 104 604 373 241 132 118 114 109
is_linear=0
shrinkage=0.0032998


Tree=8547
num_leaves=18
num_cat=0
split_feature=3 15 9 15 484 16 1447 13 16 50 1 3 16 1 3 13 42
split_gain=0.141643 0.24283 0.143659 0.144018 0.139795 0.110853 0.10787 0.116014 0.126229 0.0620843 0.108983 0.0640838 0.0582698 0.0575086 0.0536633 0.0528626 0.0439447
threshold=0.11372500000000001 -0.037184999999999996 0.037245000000000007 -0.44206999999999991 -0.012019999999999998 -0.073029999999999984 -0.080289999999999986 0.056910000000000009 -0.087139999999999981 1.0000000180025095e-35 0.091785000000000019 -0.0047649999999999993 0.51921500000000009 0.089150000000000021 -0.086049999999999988 -0.42334499999999992 0.090295000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 -1 5 -5 -6 9 -9 11 -11 -8 -10 14 -7 -2 -16
right_child=1 -3 -4 4 6 13 7 8 12 10 -12 -13 -14 -15 16 -17 -18
leaf_value=-0.0025350767468210939 0.0078200312615980747 -0.0095079364684402881 0.013095484240281853 0.01392279345367781 -0.0019547719517401764 0.0095166419654884125 0.0038898365397674476 0.0068017557620041313 -0.0031647307366090239 0.0094652664383337339 0.0019848384273052464 0.00772353730422729 0.003297775729527096 0.011313070139863216 0.0015893253800431516 0.00097056749212828168 0.0075390117940562617
leaf_weight=82 53 56 55 67 81 57 966 78 133 188 79 143 56 52 112 82 52
leaf_count=82 53 56 55 67 81 57 966 78 133 188 79 143 56 52 112 82 52
internal_value=0 -0.000182215 0.00458638 0.00436746 0.00464256 0.00776699 0.00402533 0.00432125 0.00110226 0.00494456 0.00725869 0.00438579 -0.00124041 0.00624964 0.00505011 0.00367292 0.00348677
internal_weight=0 191 2201 2146 2064 340 1724 1643 267 1376 267 1109 189 273 221 135 164
internal_count=2392 191 2201 2146 2064 340 1724 1643 267 1376 267 1109 189 273 221 135 164
is_linear=0
shrinkage=0.16829


Tree=8548
num_leaves=17
num_cat=0
split_feature=2 41 49 4 12 13 376 3 12 457 4 4 2 3 13 12
split_gain=0.172458 0.105891 0.0989704 0.0916396 0.0849861 0.0894474 0.0954999 0.0873029 0.130583 0.0820518 0.080396 0.182077 0.0887272 0.0670864 0.158702 0.0564427
threshold=0.13538500000000001 0.083975000000000008 -0.093639999999999987 -0.012419999999999999 0.11999500000000002 -0.0094049999999999984 0.049360000000000008 -0.082254999999999981 0.083785000000000012 0.083570000000000019 -0.016339999999999997 -0.068189999999999987 0.081460000000000019 -0.034684999999999994 -0.11122999999999998 0.085515000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -4 10 11 -7 -12 -2 -15 -9
right_child=13 -3 4 -5 -6 9 -8 15 -10 -11 12 -13 -14 14 -16 -17
leaf_value=0.014168114510242844 0.0029415178404765814 -0.0032433404046411768 0.012635853306938309 0.0042957386401571438 0.01056034010200946 0.0028013943746995197 0.011594136983350635 0.00026909899795466829 0.0048057949213361787 -0.0024313499662827797 0.011012095779410211 -0.0077602239707123587 0.0034312125341150429 0.0025922395322186876 -0.0099632156370671379 0.0038332054121068089
leaf_weight=52 60 57 71 56 52 359 52 164 417 95 59 53 174 54 60 557
leaf_count=52 60 57 71 56 52 359 52 164 417 95 59 53 174 54 60 557
internal_value=0 0.00389883 0.00408805 0.00906574 0.00382532 0.0036494 0.00451267 0.0042066 0.00594869 0.00217591 0.00285729 0.00143838 0.00535855 -0.00159614 -0.00400014 0.003025
internal_weight=0 2218 2161 108 2053 2001 1261 1209 488 740 645 412 233 174 114 721
internal_count=2392 2218 2161 108 2053 2001 1261 1209 488 740 645 412 233 174 114 721
is_linear=0
shrinkage=0.16829


Tree=8549
num_leaves=13
num_cat=0
split_feature=15 4 48 48 13 472 4 42 2 2 16 15
split_gain=0.126945 0.0893204 0.0622879 0.0902196 0.0682704 0.0643582 0.0675746 0.0780954 0.0628042 0.0659266 0.105165 0.10298
threshold=0.15175000000000002 0.51400500000000016 0.088580000000000006 0.085890000000000008 0.25694000000000006 -0.080624999999999988 0.41816000000000003 0.085790000000000019 0.086535000000000015 0.11252000000000002 -0.083104999999999984 -0.095804999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -4 11 -11 -10
right_child=-2 -3 8 -5 -6 6 -8 -9 9 10 -12 -13
leaf_value=-0.0014754224279703615 -0.0051438397953597987 -0.002345769419660749 0.0058058557631579808 0.010604726048586982 -0.0021844192652849402 0.0026263235332777061 0.0084459442641418372 0.0049829934260802585 0.0027583756060514772 -0.0017260863864284371 0.008617103823232216 -0.005617817817453589
leaf_weight=66 54 82 68 52 58 955 87 690 73 57 54 96
leaf_count=66 54 82 68 52 58 955 87 690 73 57 54 96
internal_value=0 0.00309743 0.00329608 0.0036742 0.00347906 0.00366275 0.00385958 0.00361593 0.00121778 9.71108e-05 0.00328955 -0.00198907
internal_weight=0 2338 2256 1908 1856 1798 1732 1645 348 280 111 169
internal_count=2392 2338 2256 1908 1856 1798 1732 1645 348 280 111 169
is_linear=0
shrinkage=0.16829


Tree=8550
num_leaves=19
num_cat=0
split_feature=1 2 2 123 2 43 147 2 42 3 15 15 13 13 15 13 42 13
split_gain=7.90366 1.31578 0.87395 0.795071 0.748543 0.460792 0.419549 0.478779 0.285673 0.267839 0.241794 0.183247 0.144464 0.250202 0.142266 0.124556 0.0282694 0.025329
threshold=0.10538500000000002 0.14234000000000005 -1.0000000180025095e-35 0.081990000000000021 0.10731 -0.0068249999999999986 0.087210000000000024 0.11585500000000001 0.095935000000000006 -0.15956499999999998 0.041820000000000003 -0.075694999999999985 0.034905000000000012 0.071660000000000015 0.029300000000000003 -0.032264999999999995 0.11275500000000001 -0.0024349999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 17 -6 7 8 9 -1 -10 -7 14 -14 -11 -9 -12 -4
right_child=1 -3 4 -5 5 11 -8 15 10 12 16 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0011997625742551686 0.00027300058745697886 0.00014579696408998884 0.00079216895058395866 0.00061091724735888901 0.00027505668337834028 0.00050652915600301056 0.00068527846846170931 0.00087173571488943509 0.00068867463478993504 0.00097008128488157961 0.00099472188589289036 0.00077237126870576553 0.00070849707783079822 0.00099815566576166317 0.0010425080185166077 0.0006400077802792782 0.00089203690167182035 0.00089303850102591007
leaf_weight=73 86 101 76 73 61 62 58 52 59 663 70 54 53 89 578 53 72 58
leaf_count=73 86 101 76 73 61 62 58 52 59 663 70 54 53 89 578 53 72 58
internal_value=0 0.000482545 0.000568127 0.000949906 0.000649625 0.000508259 0.000963484 0.000972622 0.000986384 0.00100264 0.000868455 0.000630587 0.000992209 0.000890292 0.00100384 0.000755104 0.000942904 0.000836092
internal_weight=0 498 397 1893 311 177 1820 1762 1657 1456 201 116 1383 142 1241 105 142 134
internal_count=2391 498 397 1893 311 177 1820 1762 1657 1456 201 116 1383 142 1241 105 142 134
is_linear=0
shrinkage=0.0032998


Tree=8551
num_leaves=25
num_cat=0
split_feature=1 10 123 14 2 2 3 3 160 42 157 48 42 1213 159 160 484 3 2 2 3 3 16 160
split_gain=0.315656 0.222875 0.0972885 0.188554 0.138135 0.167429 0.0855133 0.122961 0.0719545 0.100786 0.0703621 0.0796926 0.120225 0.0584563 0.0609313 0.0721329 0.0774249 0.0600136 0.0592577 0.0873666 0.0575367 0.0453689 0.0413471 0.0343808
threshold=0.088595000000000021 -0.092019999999999977 0.09394000000000001 -0.10708499999999999 1.0000000180025095e-35 0.10083000000000002 -0.154195 0.0075150000000000008 0.0088350000000000008 0.089625000000000024 -0.086844999999999992 0.091840000000000019 0.08350500000000001 -0.086979999999999988 -0.023859999999999996 -0.082459999999999992 0.041220000000000007 -0.082224999999999979 0.11728500000000001 0.10859000000000001 -0.081814999999999985 -0.078254999999999977 -0.014149999999999998 -0.14467499999999997
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=10 -2 3 -3 8 -6 -7 -8 9 22 -1 13 -13 20 17 16 -16 -15 19 -17 -12 -11 -5 -19
right_child=1 2 -4 4 5 6 7 -9 -10 21 11 12 -14 14 15 18 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.0088362778175254848 -0.010241844883753185 0.01000749181911887 -0.0054246746007939068 0.0080475898239466652 -0.010466025590820483 0.0049412561484813104 -0.00769392727949955 0.001164795925760914 -0.0028645167359280001 -0.003389166115216195 0.0047019293510768478 0.0051464225272591976 -0.0059869711960339267 0.011082601160745923 0.0046311478511372505 0.0042852436207023413 -0.0034657702890555082 0.0077315878287244483 0.009391047466073681 -0.0022938757492258601 0.011317938201520659 0.0025816229845407523 0.002685376347110433 0.0018740682615450189
leaf_weight=97 52 69 60 130 53 70 68 127 54 53 87 57 53 64 58 685 79 54 57 62 67 112 61 62
leaf_count=97 52 69 60 130 53 70 68 127 54 53 87 57 53 64 58 685 79 54 57 62 67 112 61 62
internal_value=0 0.000452609 0.00110361 0.00159733 0.000797743 -0.00183105 -9.72712e-05 -0.00191519 0.00284104 0.00371154 0.0044383 0.00412899 -0.000201516 0.00450401 0.00407819 0.00353164 -2.47641e-05 0.00692543 0.00413988 0.00373678 0.00759199 0.000652845 0.00634446 0.00461633
internal_weight=0 909 857 797 728 318 265 195 410 356 1482 1385 110 1275 1121 941 137 180 804 747 154 165 191 116
internal_count=2391 909 857 797 728 318 265 195 410 356 1482 1385 110 1275 1121 941 137 180 804 747 154 165 191 116
is_linear=0
shrinkage=0.16829


Tree=8552
num_leaves=14
num_cat=0
split_feature=2 15 13 3 124 160 12 14 0 15 12 16 2
split_gain=2.16662 0.834344 0.567702 0.484751 0.313893 0.243202 0.168161 0.229584 0.345302 0.382123 0.158769 0.148774 0.143852
threshold=0.13733000000000004 -0.37478999999999996 -0.087984999999999994 0.10812000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11769500000000001 0.078400000000000011 -0.10566999999999999 -0.10981499999999998 0.08870500000000002 -0.008069999999999999 0.11197500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 11 -1 7 8 9 -6 -10 -3 -5
right_child=2 3 -4 12 6 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=0.00044120140940826381 -0.00011810316765118271 0.00032105310927009906 0.00029746289915558323 0.0004772413760767735 0.00065803275512079382 0.00013449914059314829 0.00041153415079384656 0.00080930350388566457 0.00063914771717907715 0.0003401625069414159 0.00057243744694439314 0.00055410733435241584 0.00023431924378409963
leaf_weight=53 55 73 102 52 64 61 57 54 770 118 824 52 56
leaf_count=53 55 73 102 52 64 61 57 54 770 118 824 52 56
internal_value=0 0.000553004 0.000151658 0.000567807 0.000579395 0.000277398 0.000590048 0.000595589 0.000589072 0.000452135 0.000604685 0.000418286 0.000351608
internal_weight=0 2234 157 2120 2012 114 1887 1830 1776 182 1594 125 108
internal_count=2391 2234 157 2120 2012 114 1887 1830 1776 182 1594 125 108
is_linear=0
shrinkage=0.0032998


Tree=8553
num_leaves=24
num_cat=0
split_feature=4 10 1 133 131 12 15 12 2 4 4 2 1 1446 150 474 4 4 158 12 133 52 1
split_gain=0.235568 0.289454 0.102358 0.0964688 0.0850513 0.0823095 0.0796931 0.0745068 0.104513 0.0738325 0.111265 0.097581 0.0692705 0.115461 0.0678344 0.063984 0.0590993 0.0491052 0.0409546 0.0407477 0.0560932 0.0345395 0.0563609
threshold=0.0051600000000000005 -1.0000000180025095e-35 0.08844500000000001 -0.24124499999999996 0.085335000000000008 -0.08780499999999998 -0.025694999999999999 0.083785000000000012 0.086615000000000011 -0.15805499999999997 -0.079554999999999987 0.090605000000000005 0.081540000000000015 0.087090000000000015 0.10571000000000001 0.085445000000000007 -0.49432999999999994 -0.011154999999999998 1.0000000180025095e-35 0.10254500000000001 -0.11930499999999998 -0.011144999999999997 0.094165000000000013
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 -2 7 -3 5 -5 14 8 -1 16 -11 17 13 15 18 19 -4 21 -7 20 -9 -12 -23
right_child=1 3 9 4 -6 6 -8 12 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0038095452274708058 -0.011317198003430461 0.0074042300292915886 0.0019184725731759412 0.0077473302018357488 -0.0041394292541850133 -0.00039827092406415424 -0.0043598073585532533 0.0080978526766070889 0.011958600660677769 -0.005452530995219757 -0.00070364033629176468 -0.0027067916521502011 0.0085573859979856462 -0.0034659458811995714 0.0073298554672851634 0.0085294618371345218 0.0095003596926400893 0.0082324706153978685 0.0044120128091092005 0.00056604701946556715 0.0035846189892473988 0.00063524721299259212 0.007733791457957391
leaf_weight=90 57 64 61 52 93 217 74 91 90 67 63 89 93 59 52 88 57 55 65 102 584 66 62
leaf_count=90 57 64 61 52 93 217 74 91 90 67 63 89 93 59 52 88 57 55 65 102 584 66 62
internal_value=0 0.000153963 0.00386949 0.00121661 0.000497252 0.00143857 0.000630113 0.00472691 0.00789405 0.0018923 0.00080064 0.00205664 0.00416459 0.00372051 0.00174104 0.00421276 0.00559614 0.0037873 0.000704112 0.00372156 0.00419573 0.00249786 0.00408764
internal_weight=0 674 1717 617 553 460 408 1197 180 520 402 335 1017 924 334 865 118 246 282 777 675 191 128
internal_count=2391 674 1717 617 553 460 408 1197 180 520 402 335 1017 924 334 865 118 246 282 777 675 191 128
is_linear=0
shrinkage=0.16829


Tree=8554
num_leaves=24
num_cat=0
split_feature=1 52 1 1 47 49 3 2 3 3 4 4 16 4 48 4 16 52 43 3 4 4 48
split_gain=8.01298 1.73699 0.880905 0.619665 0.587511 0.376572 0.372708 0.304361 0.291345 0.228975 0.213439 0.191992 0.202659 0.161296 0.159007 0.311894 0.186036 0.156557 0.1152 0.097303 0.0652126 0.0339032 0.0279271
threshold=0.10538500000000002 -0.40011499999999994 0.13662500000000002 0.089625000000000024 0.07813500000000001 -0.014169999999999999 -0.029309999999999996 0.10859000000000001 0.0075150000000000008 0.25468500000000005 -0.050564999999999992 0.046720000000000005 -0.14839499999999997 -0.07928499999999998 0.090225000000000014 -0.42305999999999994 0.0086100000000000013 -0.090234999999999996 -0.083269999999999997 -0.072419999999999984 0.058330000000000007 -0.065454999999999985 0.10142000000000002
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 4 7 6 -5 -3 11 -8 -4 -9 14 -13 -7 15 -1 17 -17 -18 21 -12 -15 -16
right_child=1 2 9 5 -6 13 8 10 -10 -11 20 12 -14 19 22 16 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0013258315571298726 0.0010872691537939844 0.0006430243793814675 0.00035173074879018824 0.00068942336428041171 0.00077375709202875075 0.00081823002692449083 0.00021899211957301481 0.0007299480631967689 0.00051102343007893567 5.7570266077817507e-05 0.0010505168223322206 0.0010416101193509121 0.00076567047916814123 0.00098916878193184361 0.00088340688935737875 0.0012322031576753182 0.0010502904162398136 0.001068305866664088 0.0008592501794029171 0.00089562632476925495 0.00089642246701458685 0.001109332366697201 0.00099946865483430299
leaf_weight=53 55 82 64 86 94 85 75 54 75 53 71 70 52 59 55 72 70 837 75 74 61 64 55
leaf_count=53 55 82 64 86 94 85 75 54 75 53 71 70 52 59 55 72 70 837 75 74 61 64 55
internal_value=0 0.000533706 0.000464899 0.0010043 0.000553123 0.000882107 0.000463576 0.00103376 0.000365243 0.00021878 0.000907291 0.0010513 0.000924285 0.000940744 0.001064 0.00107612 0.00106353 0.00108133 0.000951719 0.000993427 0.000979573 0.00105198 0.000941758
internal_weight=0 498 443 1893 326 368 232 1525 150 117 186 1339 122 282 1217 1107 1054 909 145 197 132 123 110
internal_count=2391 498 443 1893 326 368 232 1525 150 117 186 1339 122 282 1217 1107 1054 909 145 197 132 123 110
is_linear=0
shrinkage=0.0032998


Tree=8555
num_leaves=21
num_cat=0
split_feature=3 2 39 2 0 39 0 2 2 11 42 3 49 16 16 160 11 2 2 42
split_gain=4.90742 2.30178 0.953414 0.500247 0.367861 0.287372 0.254819 0.246472 0.393549 0.234474 0.179752 0.151603 0.139842 0.149204 0.126035 0.0932337 0.0606018 0.0390419 0.0314434 0.0239491
threshold=0.31343500000000007 0.12454500000000002 0.082470000000000016 0.10255500000000002 -0.076539999999999983 0.087880000000000014 -0.072864999999999985 -0.023999999999999997 0.094955000000000025 0.076920000000000002 0.085495000000000015 -0.08095999999999999 -0.0063599999999999985 -0.016354999999999998 0.081265000000000018 -0.44664999999999994 0.080150000000000013 0.11404000000000002 0.10912000000000001 0.086700000000000013
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 2 3 4 9 19 18 -4 -9 12 14 -12 13 -1 -6 -14 17 -8 -5 -3
right_child=-2 5 7 6 10 -7 16 8 -10 -11 11 -13 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0007383770162926155 3.0838809708579725e-05 0.00062136459620964991 0.00044756910322299052 0.00072896816087710025 0.00080896048664375194 0.000291648219394876 0.00087175512047956523 0.00091525531606798788 0.00054769141019807581 0.0011617774226594468 0.00061655459011116442 0.00082310890535366207 0.00084218475217452313 0.00092654940792034207 0.00099931263568519874 0.00096167734776839262 0.00095146565561115594 0.00075169617718665873 0.00061876921292927124 0.0005183094767004506
leaf_weight=78 85 61 52 53 84 61 69 60 69 53 66 101 83 122 75 873 53 65 81 53
leaf_count=78 85 61 52 53 84 61 69 60 69 53 66 101 83 122 75 873 53 65 81 53
internal_value=0 0.000839235 0.000870456 0.000892798 0.000917695 0.000475627 0.000773631 0.000641161 0.000718924 0.000944411 0.000818507 0.000741688 0.000934415 0.000853338 0.000898971 0.00095134 0.000852992 0.00081378 0.000662618 0.000573762
internal_weight=0 2212 2037 1856 1535 175 321 181 129 1209 326 167 1156 200 159 956 187 134 134 114
internal_count=2297 2212 2037 1856 1535 175 321 181 129 1209 326 167 1156 200 159 956 187 134 134 114
is_linear=0
shrinkage=0.0032998


Tree=8556
num_leaves=15
num_cat=0
split_feature=1 42 159 1456 42 42 1186 16 0 149 9 474 1 403
split_gain=0.216141 0.121115 0.116138 0.180258 0.114406 0.119256 0.0788381 0.0680993 0.0588647 0.0514308 0.0702599 0.0718204 0.0427603 0.0430192
threshold=0.13554500000000003 0.10799000000000002 -0.021869999999999997 -0.085209999999999994 0.085970000000000005 0.091945000000000013 0.084100000000000022 -0.116045 -0.086224999999999982 0.075040000000000009 1.0000000180025095e-35 0.095835000000000017 0.091785000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 -6 9 -2 -1 10 11 -5 13 -3
right_child=7 12 3 6 5 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0089554665480878533 0.0010326956040813445 0.0054619425561414567 0.013999628333524528 0.0050291669461723035 -0.0047070557744207844 0.0043684275015058414 -0.00095117250970002624 -0.0064703606784820072 0.0017431294365985795 0.010476457245223466 -0.00093105435517241942 0.011004606252041214 -0.0032224435822633783 -0.000750011596642783
leaf_weight=68 73 59 66 1379 103 68 60 64 62 52 53 60 63 67
leaf_count=68 73 59 66 1379 103 68 60 64 62 52 53 60 63 67
internal_value=0 0.00442578 0.00481608 0.00536505 0.00176435 -0.00108759 0.00500864 -0.00245927 0.00552956 0.0052414 0.00505774 0.00527957 0.000346014 0.0021445
internal_weight=0 2160 1971 1670 301 171 1604 137 130 1544 1492 1439 189 126
internal_count=2297 2160 1971 1670 301 171 1604 137 130 1544 1492 1439 189 126
is_linear=0
shrinkage=0.16829


Tree=8557
num_leaves=22
num_cat=0
split_feature=3 42 43 43 13 16 3 3 481 1 3 42 13 15 151 16 123 1 1 42 133
split_gain=0.237085 0.13565 0.173186 0.0986969 0.135856 0.128801 0.118504 0.106464 0.0930865 0.0707769 0.102461 0.0720138 0.0638537 0.0601539 0.0781739 0.0583982 0.0548599 0.0448932 0.0426364 0.0414291 0.0315911
threshold=0.32329500000000005 0.08648500000000002 -0.16802999999999998 -0.16205499999999998 0.10068000000000001 -0.15135499999999999 -0.092019999999999977 -0.14162499999999997 -0.08452999999999998 0.090670000000000014 -0.078584999999999988 0.11623000000000001 -0.072559999999999986 0.087505000000000013 -0.085604999999999987 -0.50476999999999983 0.087590000000000015 0.099515000000000006 0.088595000000000021 0.088285000000000016 0.048240000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 20 5 15 7 -7 -4 11 -11 12 19 14 -8 -5 17 -12 -15 -10 -1
right_child=-2 2 8 4 -6 6 13 -9 9 10 16 -13 -14 18 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.012498578016753296 -0.0070023583216865517 -0.0074229576472901945 -0.0040279171857965281 0.0062720362421353135 -0.0029879734515412524 0.0047920046935522867 0.0085121059834134191 -0.0035461618933819174 0.0068625954548091382 -0.003572613228626884 0.0020204053327965068 -0.00043797606574368813 0.0098999329922820675 0.0058617461153758444 0.0033295813373823303 0.012937361076158907 -0.0014969296215969253 0.0079715963941856816 0.011607863386985676 0.0028840465355523151 0.0066046928949356444
leaf_weight=54 61 52 56 86 69 76 97 101 114 94 77 75 69 127 574 68 52 69 53 220 53
leaf_count=54 61 52 56 86 69 76 97 101 114 94 77 75 69 127 574 68 52 69 53 220 53
internal_value=0 0.00362197 0.00198823 0.00467692 0.00425475 0.00467907 0.00399604 2.39177e-05 0.00258288 0.00306599 0.00099366 0.00432818 0.00521964 0.0048201 0.00408145 0.00922683 0.00317056 0.00484526 0.00756364 0.00424737 0.00959597
internal_weight=0 2236 878 1358 1251 1182 1028 177 826 770 292 478 403 851 671 154 198 146 180 334 107
internal_count=2297 2236 878 1358 1251 1182 1028 177 826 770 292 478 403 851 671 154 198 146 180 334 107
is_linear=0
shrinkage=0.16829


Tree=8558
num_leaves=16
num_cat=0
split_feature=3 3 52 1456 4 2 1456 12 49 51 160 4 4 2 52
split_gain=0.165353 0.114233 0.111539 0.106155 0.0969212 0.0626258 0.05832 0.0530271 0.0543865 0.0611476 0.0326942 0.0476712 0.0423672 0.0302903 0.0066163
threshold=0.31370500000000007 0.10449500000000002 0.10611000000000001 -0.084149999999999989 -0.081839999999999982 0.11252000000000002 0.088395000000000015 0.10842500000000001 -0.092609999999999984 -0.085604999999999987 -0.40080999999999994 -0.022189999999999998 0.19411000000000003 0.087610000000000007 -0.0078449999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3 7 8 -5 -10 13 -12 -13 -6 -9
right_child=-2 5 4 6 10 -7 -8 14 9 -11 11 12 -14 -15 -16
leaf_value=0.0095781158885918233 -0.0047300319582373558 0.011728594062319244 -0.0065955760939408418 0.0083681405068442502 0.00055244084970828872 0.0042513928963652733 -0.0014875995641629915 0.0011639118410170176 0.00074053898607388986 0.003819059121612926 0.0026141683491800803 -0.0058962985675448647 0.00080764720902889824 0.0056734528452356894 -0.001344739059512434
leaf_weight=74 80 63 52 64 63 66 76 57 219 1151 94 54 52 70 62
leaf_count=74 80 63 52 64 63 66 76 57 219 1151 94 54 52 70 62
internal_value=0 0.0030495 0.00274792 0.0033328 0.000156108 0.00791698 0.003048 0.00327111 0.00355444 0.00332826 0.00121582 -0.000135387 -0.00259062 0.00326122 -0.000128019
internal_weight=0 2217 2088 1703 385 129 1629 1553 1434 1370 333 200 106 133 119
internal_count=2297 2217 2088 1703 385 129 1629 1553 1434 1370 333 200 106 133 119
is_linear=0
shrinkage=0.16829


Tree=8559
num_leaves=23
num_cat=0
split_feature=1 12 3 4 4 1 3 12 160 4 3 1 1 402 12 12 4 401 159 3 1 12
split_gain=7.14951 1.2221 0.965281 0.790946 0.689866 0.739022 0.341332 0.268472 0.242405 0.199056 0.300528 0.178927 0.16333 0.142752 0.142022 0.190207 0.126873 0.0832352 0.0627385 0.0590352 0.0289804 0.0169427
threshold=0.11670500000000002 0.079570000000000016 0.30112000000000005 0.30163500000000004 -0.47860499999999995 0.092655000000000015 -0.23303499999999996 0.093270000000000006 -1.0000000180025095e-35 -0.0094899999999999984 -0.0047649999999999993 0.092415000000000011 0.13443000000000002 0.073745000000000019 0.083885000000000015 0.083310000000000009 0.03851000000000001 1.0000000180025095e-35 0.08728000000000001 -0.065974999999999992 0.076010000000000008 0.088170000000000012
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 4 3 -2 -1 8 -3 11 -6 -7 -11 14 -5 16 15 -8 19 18 -16 20 -9 -19
right_child=2 6 -4 12 5 9 7 13 -10 10 -12 -13 -14 -15 17 -17 -18 21 -20 -21 -22 -23
leaf_value=0.0011318839617912755 0.00071876790934380169 0.0012585495156285736 6.7721555970531383e-05 0.00044253596440468695 0.00074684045138730094 0.00076681631530775595 0.0010549983674559968 0.00096557424299285302 0.0010234614262816073 0.00035014654874034089 0.00066025343532803715 0.00083235141418386109 0.0001922465204828382 0.00076098525279755334 0.0010383060978485159 0.00077236101674539029 0.00083285598014483993 0.0011786109715025172 0.00093374382224254034 0.00088405466817760754 0.0010426072272073004 0.0010797176754510972
leaf_weight=57 102 52 73 58 57 67 52 179 93 54 95 57 57 56 674 55 97 54 77 75 102 54
leaf_count=57 102 52 73 58 57 67 52 179 93 54 95 57 57 56 674 55 97 54 77 75 102 54
internal_value=0 0.00095102 0.000396513 0.000506958 0.000793036 0.000740168 0.000993187 0.000984156 0.00091858 0.000616107 0.000548102 0.00101531 0.000318786 0.000921475 0.00102607 0.000910047 0.000941237 0.00104048 0.00102763 0.000970669 0.000993662 0.00112949
internal_weight=0 2007 290 217 423 366 1584 1532 150 216 149 1023 115 509 966 107 453 859 751 356 281 108
internal_count=2297 2007 290 217 423 366 1584 1532 150 216 149 1023 115 509 966 107 453 859 751 356 281 108
is_linear=0
shrinkage=0.0032998


Tree=8560
num_leaves=10
num_cat=0
split_feature=0 1 448 10 14 1455 402 43 1444
split_gain=0.0852099 0.156009 0.0730912 0.0765951 0.0681038 0.0635801 0.0637537 0.0812991 0.0767188
threshold=0.14486500000000005 0.14828500000000003 -0.065209999999999976 -0.062879999999999978 -0.36617499999999997 -0.072959999999999983 0.095250000000000015 -0.024279999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 8 -8 -7
right_child=-2 -3 3 4 5 6 7 -9 -10
leaf_value=-0.0020367703022732184 -0.0032240090457017916 0.012328318867492303 0.0092544114618196716 -0.0027915360493406195 0.0080370242581612062 -0.0029479730565310108 0.011715077754987781 0.0038044632252622846 0.0029697494906340614
leaf_weight=76 58 53 59 54 76 64 52 130 1766
leaf_count=76 58 53 59 54 76 64 52 130 1766
internal_value=0 0.00329097 0.00307982 0.00325731 0.00309129 0.00324429 0.00306236 0.00607451 0.00276181
internal_weight=0 2330 2277 2201 2142 2088 2012 182 1830
internal_count=2388 2330 2277 2201 2142 2088 2012 182 1830
is_linear=0
shrinkage=0.16829


Tree=8561
num_leaves=28
num_cat=0
split_feature=1 12 124 15 52 15 16 12 1 1 376 47 1 15 12 42 42 12 12 402 12 50 16 13 16 16 0
split_gain=4.64521 0.84967 0.520556 0.30674 0.488211 0.383641 0.497138 0.32151 0.295284 0.29221 0.273073 0.261693 0.331491 0.255935 0.193356 0.173727 0.243414 0.108374 0.0975524 0.093804 0.0650743 0.0567083 0.0475901 0.0448575 0.0484137 0.0411134 0.0358509
threshold=0.10915500000000002 0.085090000000000013 -0.043384999999999993 0.03981500000000001 -0.14488499999999996 -0.0070899999999999991 0.081265000000000018 0.086795000000000011 0.12475000000000001 0.095695000000000016 0.083785000000000012 1.0000000180025095e-35 0.11670500000000002 -0.41880499999999993 0.093175000000000022 0.085790000000000019 0.079170000000000004 0.087245000000000003 0.098330000000000015 0.095250000000000015 0.084710000000000021 0.089890000000000012 -0.077589999999999978 -0.0041499999999999983 -0.039889999999999988 0.41484500000000007 -0.082784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 4 17 9 -7 15 -3 14 11 12 -2 -14 21 16 20 -4 19 23 -5 -6 -20 24 -9 -19 -16
right_child=1 8 3 7 5 6 -8 18 -10 -11 -12 -13 13 -15 26 -17 -18 25 22 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00061881621864591583 0.00055032329286175343 0.0008140942831822305 0.001050517079997216 0.0011124494018641157 0.00085499281316088992 0.00044710534130339651 0.00085625051113635256 0.00086398367231512103 0.00049228775194330851 0.00062981360898821978 0.0001499677648706548 0.00061319399485335881 0.0003924833431632141 8.5663146067668631e-05 0.00077915952225462146 0.0011193427620096454 0.00075290991825181222 0.00085532985114171846 0.00086804406442209906 0.0010039773831672012 0.00094392303247014988 0.00095001182168882468 0.00073548762573661243 0.00079710209877130835 0.00096481293168096437 0.00096753283613546469 0.00065740767235165248
leaf_weight=102 62 80 81 55 304 78 56 245 52 82 52 56 65 55 68 96 53 103 53 70 55 100 85 84 76 67 53
leaf_count=102 62 80 81 55 304 78 56 245 52 82 52 56 65 55 68 96 53 103 53 70 55 100 85 84 76 67 53
internal_value=0 0.000467815 0.00084958 0.000862189 0.000822123 0.000779251 0.000618354 0.000907727 0.000687589 0.000814712 0.000367659 0.000415073 0.00035392 0.000252151 0.000843524 0.00100605 0.000939112 0.00094855 0.000866127 0.000889142 0.00102851 0.0008786 0.000786652 0.000869207 0.000887966 0.000899758 0.000726121
internal_weight=0 422 1966 1864 992 741 134 872 132 607 290 238 182 120 525 259 163 251 613 475 110 404 138 405 321 170 121
internal_count=2388 422 1966 1864 992 741 134 872 132 607 290 238 182 120 525 259 163 251 613 475 110 404 138 405 321 170 121
is_linear=0
shrinkage=0.0032998


Tree=8562
num_leaves=18
num_cat=0
split_feature=4 4 12 0 1429 158 48 402 4 12 483 133 4 15 1429 0 4
split_gain=0.0857199 0.0927449 0.0718749 0.121446 0.0946804 0.0776402 0.069715 0.069393 0.0773371 0.0684255 0.053781 0.0525935 0.0489008 0.0801729 0.0479322 0.0337058 0.0298136
threshold=-0.081289999999999987 -0.083249999999999977 0.11999500000000002 0.0085900000000000021 0.085625000000000021 -0.18217999999999998 -0.08341999999999998 0.088920000000000013 -0.51253999999999988 0.085280000000000009 0.08783500000000001 0.078935000000000019 -0.15238499999999996 0.084675000000000014 -0.060529999999999994 -0.081224999999999978 -0.086969999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -2 -7 8 -1 15 14 -12 -11 -14 -8 -10 -15
right_child=2 -3 -4 -5 -6 6 10 -9 9 12 11 -13 13 16 -16 -17 -18
leaf_value=-0.0024333601993945038 -0.0022419977503460027 0.0096916051695265498 0.0074736918100352405 -0.0055574541728668188 -0.0029070628300411055 0.009202353799271366 0.007360183603025496 0.0092290383073778213 0.010405960873293854 -0.00079519604683899044 0.0088574994893035053 0.0021872916849561322 0.0093547209267065487 0.0045950943135680735 0.0023906473313561731 0.0050505016481644655 -0.00068288372983062054
leaf_weight=58 78 97 82 53 83 53 58 64 54 86 82 58 56 54 1211 93 68
leaf_count=58 78 97 82 53 83 53 58 64 54 86 82 58 56 54 1211 93 68
internal_value=0 0.00489206 0.00259875 0.00235916 0.00261879 0.00291778 0.00319429 0.00401523 0.00329992 0.00411336 0.00296702 0.00610696 0.0024825 0.0040762 0.0026192 0.00703004 0.00163854
internal_weight=0 630 1758 1676 1623 1540 1462 533 469 411 1409 140 264 178 1269 147 122
internal_count=2388 630 1758 1676 1623 1540 1462 533 469 411 1409 140 264 178 1269 147 122
is_linear=0
shrinkage=0.16829


Tree=8563
num_leaves=22
num_cat=0
split_feature=4 42 3 16 48 1375 43 3 133 1 1 3 42 43 16 16 16 133 1 43 403
split_gain=0.0592776 0.20752 0.068675 0.0953864 0.121988 0.0591722 0.0509984 0.0586949 0.127874 0.0715351 0.0684811 0.0537847 0.0675645 0.043636 0.107467 0.0598954 0.0955595 0.0789715 0.0730689 0.0412848 0.024889
threshold=-0.081289999999999987 0.088520000000000015 0.095555000000000015 -0.15796999999999997 0.082665000000000016 -0.088929999999999981 -0.26568499999999995 -0.087414999999999979 -0.0054649999999999985 0.10423500000000001 0.13301500000000002 -1.0000000180025095e-35 -0.079234999999999986 -0.051239999999999987 -1.0000000180025095e-35 -0.025314999999999994 0.19578000000000004 -0.020859999999999997 0.10098000000000001 -0.092184999999999989 -0.029954999999999996
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 13 5 -4 -5 -2 -7 8 -8 19 11 12 -9 14 20 17 -17 -15 -18 -10 -1
right_child=2 -3 3 4 -6 6 7 10 9 -11 -12 -13 -14 15 -16 16 18 -19 -20 -21 -22
leaf_value=0.0013097467354075112 0.0080310236284548645 0.011235485657562098 0.0032465517992359438 -0.0095999318710887679 0.0014846865421470133 0.0074862496739380576 -0.0066895429219910778 0.0069978939802257511 0.0030250402415037433 0.007262917389287098 -0.0027528476920652893 0.0070440753869921843 0.0021898774001518732 0.0053604833558601912 -0.0056464286232899346 0.011215011164365509 -0.0014820085927973389 -0.0016836682495259461 0.0073743002770381245 -0.0031419796677972173 0.0061006511300871437
leaf_weight=76 54 97 93 56 56 53 64 91 60 53 63 84 968 87 54 65 52 93 53 63 53
leaf_count=76 54 97 93 56 56 53 64 91 60 53 63 84 968 87 54 65 52 93 53 63 53
internal_value=0 0.00406974 0.00216175 -0.000726494 -0.00404158 0.00254416 0.0023453 0.00215563 -0.000241008 0.00209371 0.00263406 0.00293255 0.00260473 0.00276228 0.000644635 0.00386437 0.00613382 0.00171102 0.00297121 -0.000119071 0.00329203
internal_weight=0 630 1758 205 112 1553 1499 1446 240 176 1206 1143 1059 533 183 350 170 180 105 123 129
internal_count=2388 630 1758 205 112 1553 1499 1446 240 176 1206 1143 1059 533 183 350 170 180 105 123 129
is_linear=0
shrinkage=0.16829


Tree=8564
num_leaves=22
num_cat=0
split_feature=484 4 2 123 1456 43 401 16 13 4 1 4 43 42 43 42 16 1 1 13 49
split_gain=0.089216 0.0801894 0.0725545 0.0923345 0.103423 0.106017 0.0735083 0.126627 0.087466 0.0751486 0.0969531 0.0755118 0.0693376 0.127798 0.0656893 0.0807305 0.0585399 0.0464376 0.0690365 0.0410154 0.0346091
threshold=0.095555000000000015 0.51400500000000016 0.08647500000000001 0.083715000000000026 -0.062944999999999987 -0.16205499999999998 0.080190000000000011 -0.073494999999999991 -0.088589999999999988 -0.050094999999999994 0.095695000000000016 0.41939500000000002 -0.062804999999999986 -0.010169999999999998 -0.090419999999999986 -0.0050399999999999993 -0.14743999999999996 0.079415000000000013 0.11367000000000001 -0.050149999999999993 0.0043350000000000012
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 2 3 4 -1 -6 8 -8 17 12 16 -12 13 -10 -7 -16 -11 -4 -19 -14 -2
right_child=20 -3 6 -5 5 14 7 -9 9 10 11 -13 19 -15 15 -17 -18 18 -20 -21 -22
leaf_value=-0.0024698999750917563 0.0083734193926507314 -0.0043806012357281415 0.0013576647361187889 -0.0033298432606735807 0.01147749403369191 -0.0014886847938342458 0.0029013238029898755 -0.0086608600120611692 0.0020410433614595764 0.007051692732577739 -0.0051395073123756451 0.0027240257053875337 -0.001203536539452859 0.013610846184133968 0.0013414836387242912 0.0054257999099097442 0.001616009039261967 -0.0083135804404111321 0.00013560059955952119 0.0038359045079805597 0.00298963338791594
leaf_weight=70 88 55 85 56 54 62 53 54 55 66 102 52 58 54 196 466 388 52 57 208 57
leaf_count=70 88 55 85 56 54 62 53 54 55 66 102 52 58 54 196 466 388 52 57 208 57
internal_value=0 0.00195541 0.0021155 0.00327177 0.00370984 0.00426817 0.00130003 -0.00291701 0.00168493 0.00233015 0.00117046 -0.00247262 0.00420561 0.00778936 0.00372798 0.00421926 0.00241018 -0.00157517 -0.00387872 0.00273032 0.00626943
internal_weight=0 2243 2188 904 848 778 1284 107 1177 983 608 154 375 109 724 662 454 194 109 266 145
internal_count=2388 2243 2188 904 848 778 1284 107 1177 983 608 154 375 109 724 662 454 194 109 266 145
is_linear=0
shrinkage=0.16829


Tree=8565
num_leaves=10
num_cat=0
split_feature=48 10 1 1453 52 447 10 52 472
split_gain=0.151835 0.117926 0.103521 0.0863125 0.0882688 0.0759571 0.0634916 0.0552602 0.00995346
threshold=0.13438000000000003 0.058500000000000003 0.14720000000000003 -0.079499999999999987 -0.53283999999999987 0.083310000000000009 -0.010699999999999999 1.0000000180025095e-35 -0.019179999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -8 -5
right_child=-2 -3 -4 4 5 -7 7 -9 -10
leaf_value=0.0083792809026817516 -0.0066356664784208864 -0.005689627968950315 0.0097664619342254233 0.0043207592843071581 0.0067258823728799664 0.0065835425224757792 0.00052744836393437973 0.0023654949389059791 0.0073873147116091638
leaf_weight=63 56 52 53 53 65 89 1018 855 83
leaf_count=63 56 52 53 53 65 89 1018 855 83
internal_value=0 0.00222443 0.00240579 0.00222973 0.00204979 0.00177008 0.0015481 0.00136745 0.00620547
internal_weight=0 2331 2279 2226 2163 2027 1938 1873 136
internal_count=2387 2331 2279 2226 2163 2027 1938 1873 136
is_linear=0
shrinkage=0.16829


Tree=8566
num_leaves=24
num_cat=0
split_feature=1 3 2 2 2 475 1 2 3 39 15 52 1 1455 43 157 50 51 51 16 52 16 50
split_gain=4.64469 0.951502 0.632348 0.397563 0.325952 0.282767 0.246157 0.27734 0.332789 0.239932 0.178539 0.136684 0.136496 0.130621 0.105677 0.0928634 0.0892179 0.0917204 0.099781 0.0747748 0.0659195 0.0637449 0.0454454
threshold=0.10538500000000002 -0.036004999999999988 0.11444000000000001 -1.0000000180025095e-35 0.14530500000000005 -0.084444999999999978 0.089625000000000024 0.096930000000000016 -0.091649999999999995 0.081875000000000017 -0.093124999999999986 -0.069034999999999985 0.11570500000000002 0.083295000000000022 0.26667500000000005 -0.081579999999999986 0.10583000000000002 -0.019539999999999998 0.089215000000000017 -0.082354999999999984 -0.11183499999999999 0.0060650000000000009 0.092410000000000006
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 12 -3 10 15 7 13 -9 11 -5 -8 -2 16 20 -1 17 -7 -19 -13 -10 -22 -21
right_child=1 3 -4 4 -6 6 9 8 14 -11 -12 19 -14 -15 -16 -17 -18 18 -20 22 21 -23 -24
leaf_value=0.00094275491496071144 0.00081465730890480732 4.2091043320594e-05 0.00030874812735526101 0.0002820604176715203 0.0001248291797278957 0.00065149085093720689 0.00080235656458136392 0.00039953964092518253 0.00081752020089460365 0.00041751986396273147 0.00049223219314654888 0.0005243449829574143 0.00058450322935003614 0.00061822962026562844 0.00054993308593509157 0.00077910990706928649 0.00089039229976036382 0.00077906750005092931 0.00065470306565577657 0.00071169077960203274 0.00072591534725881593 0.00058549472933900151 0.00059160818168206097
leaf_weight=72 59 74 73 85 69 88 62 52 58 52 94 62 57 75 52 90 60 732 82 93 130 53 63
leaf_count=72 59 74 73 85 69 88 62 52 58 52 94 62 57 75 52 90 60 732 82 93 130 53 63
internal_value=0 0.000364196 0.000550214 0.000254902 0.000318261 0.000719222 0.000706647 0.000726187 0.000644434 0.000625199 0.000392627 0.000663642 0.000701868 0.000753352 0.000687777 0.000852059 0.00076385 0.000755393 0.000766583 0.000624029 0.000717373 0.00068544 0.000663422
internal_weight=0 511 189 322 248 1876 1714 1382 345 332 179 280 116 1037 293 162 962 902 814 218 241 183 156
internal_count=2387 511 189 322 248 1876 1714 1382 345 332 179 280 116 1037 293 162 962 902 814 218 241 183 156
is_linear=0
shrinkage=0.0032998


Tree=8567
num_leaves=16
num_cat=0
split_feature=155 49 1453 403 3 2 2 133 39 3 3 2 4 12 4
split_gain=0.0864876 0.0723015 0.0646435 0.057997 0.0515664 0.127745 0.0703202 0.131356 0.127421 0.123577 0.115952 0.0782598 0.0412806 0.0393418 0.034271
threshold=0.083985000000000018 -0.15498999999999999 -0.079499999999999987 -0.53317999999999988 0.091170000000000015 0.097070000000000004 0.095195000000000016 -0.0044049999999999992 0.08845500000000002 -0.14070999999999997 -0.0063999999999999986 0.11543000000000002 0.41488500000000006 0.092495000000000008 0.0099250000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 8 11 10 -9 -5 -8 14 -2 -7
right_child=13 2 3 4 5 12 7 9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0037816183259479514 0.0091459364751131002 0.0075877967384037669 -0.0025349853396823227 0.0023393863649745768 -0.0060276203416035259 0.0029837936154544697 -0.00049089908540512843 0.0094546608688605878 0.010353675241425832 0.001041380768494627 0.010328133604437037 -0.0087743109806954784 0.0062246354604897549 0.0035009775722550521 -0.0025856052615461475
leaf_weight=61 68 59 79 1165 74 74 84 59 65 310 54 53 53 75 54
leaf_count=61 68 59 79 1165 74 74 84 59 65 310 54 53 53 75 54
internal_value=0 0.00192248 0.00208269 0.00192893 0.00210225 -0.000130053 0.00242127 0.000736329 0.00308387 0.00239146 0.00269475 -0.00370854 0.00227118 0.00619786 0.000620168
internal_weight=0 2244 2183 2124 2045 255 1790 506 1284 369 1219 137 181 143 128
internal_count=2387 2244 2183 2124 2045 255 1790 506 1284 369 1219 137 181 143 128
is_linear=0
shrinkage=0.16829


Tree=8568
num_leaves=24
num_cat=0
split_feature=2 12 4 2 4 11 47 0 2 15 0 52 0 2 48 0 12 4 43 13 43 52 13
split_gain=3.2618 1.58997 0.627965 0.533199 0.494433 0.415726 0.353637 0.321188 0.253057 0.24214 0.235596 0.16318 0.15291 0.122909 0.121464 0.115698 0.0807566 0.0784145 0.0717412 0.102534 0.0640363 0.0839198 0.0243515
threshold=0.11891500000000001 1.0000000180025095e-35 0.046720000000000005 0.14530500000000005 0.27161500000000005 1.0000000180025095e-35 0.077555000000000013 -0.074544999999999986 0.074875000000000011 -0.0036549999999999998 -0.077914999999999984 1.0000000180025095e-35 -0.066264999999999991 0.090225000000000014 0.10168500000000001 -0.14666499999999996 0.093765000000000015 0.080165000000000014 0.082870000000000013 -0.091914999999999983 -0.071349999999999983 0.099400000000000016 0.102565
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=1 4 5 7 6 14 8 -2 -1 15 -7 13 -5 -4 16 -10 18 -9 19 -3 22 -22 -18
right_child=3 2 11 12 -6 10 -8 17 9 -11 -12 -13 -14 -15 -16 -17 20 -19 -20 -21 21 -23 -24
leaf_value=0.00035291009681788949 0.00028533424410752124 0.00093780078846085642 0.00044265008502723878 4.1073979118774595e-05 0.00034649334396628256 0.0011377392190462681 0.00082033580789172905 0.0006719677589689068 0.00040601672913935885 0.00072443343761940146 0.00084102787695500541 0.00073514148136257288 0.00028286598533522426 0.0006368366762960632 0.00062604840589077794 0.00061630848992025018 0.00086373714349689769 0.00048734943144738421 0.00068240952014466674 0.00079817214904485793 0.00076090375421040783 0.00062652931770887171 0.00075296233645804223
leaf_weight=55 67 65 73 52 103 57 69 52 64 101 63 71 64 73 57 54 52 53 56 813 129 91 53
leaf_count=55 67 65 73 52 103 57 69 52 64 101 63 71 64 73 57 54 52 53 56 813 129 91 53
internal_value=0 0.000722899 0.000770126 0.000348158 0.000547784 0.000795206 0.000608127 0.000464882 0.000554559 0.000605041 0.000982259 0.000604 0.00017478 0.000539985 0.000778123 0.000502551 0.00078498 0.000579115 0.000801024 0.000808549 0.000738762 0.000705482 0.000808158
internal_weight=0 2099 1653 288 446 1436 343 172 274 219 120 217 116 146 1316 118 1259 105 934 878 325 220 105
internal_count=2387 2099 1653 288 446 1436 343 172 274 219 120 217 116 146 1316 118 1259 105 934 878 325 220 105
is_linear=0
shrinkage=0.0032998


Tree=8569
num_leaves=23
num_cat=0
split_feature=1 52 1 14 0 49 0 42 2 4 0 16 4 49 16 4 132 1213 1 16 48 2
split_gain=6.77867 0.960887 0.619594 0.61177 0.54244 0.381819 0.325183 0.318087 0.456471 0.306261 0.306756 0.279631 0.255427 0.173899 0.172521 0.12714 0.0746601 0.0673195 0.0671819 0.0860133 0.0513584 0.00485958
threshold=0.10538500000000002 -0.26738999999999996 0.13429500000000003 0.054835000000000009 -0.10653 0.047620000000000003 -0.079119999999999982 0.077855000000000021 0.10559 -0.47860499999999995 0.036480000000000005 -0.0024749999999999993 0.056815000000000011 -0.05529499999999999 -0.42372999999999994 0.26450500000000005 1.0000000180025095e-35 -0.12077499999999998 0.091330000000000008 -0.077734999999999985 0.095205000000000012 0.099145000000000025
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 7 4 5 13 12 11 -9 21 18 15 16 -1 -4 -3 17 -6 19 -11 -19 -8
right_child=1 2 14 -5 6 -7 9 8 -10 10 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 -23
leaf_value=0.00063163887210283538 0.00078081225814971296 0.00047829644709201078 -1.7600692347898861e-05 0.001088001731142815 0.00093975445438536343 0.00080756481422291954 0.00092833194763450896 0.0007517162240442926 0.00031900365053766589 0.00084782120603936765 0.00046030554750522274 0.00010484050648166982 0.00062754275006378282 0.00037553214307862505 0.00021550636682795673 0.00028327034197740903 0.00095115512554746855 0.00083222056040880231 0.00064864815318752293 0.00071948116210760751 0.00071959958581954047 0.00086154197119575431
leaf_weight=53 52 79 53 70 65 64 52 54 53 77 54 52 66 66 98 70 68 761 103 273 52 52
leaf_count=53 52 79 53 70 65 64 52 54 53 77 54 52 66 66 98 70 68 761 103 273 52 52
internal_value=0 0.000355247 0.000306958 0.000784094 0.000772295 0.000601184 0.000791567 0.000391905 0.000537711 0.000730961 0.000697186 0.000314112 0.000828123 0.000489893 0.000133454 0.00038691 0.00084208 0.000833592 0.000725346 0.000747817 0.000825061 0.000895276
internal_weight=0 511 459 1876 1806 183 1623 308 107 611 507 201 1012 119 151 149 946 878 453 350 813 104
internal_count=2387 511 459 1876 1806 183 1623 308 107 611 507 201 1012 119 151 149 946 878 453 350 813 104
is_linear=0
shrinkage=0.0032998


Tree=8570
num_leaves=17
num_cat=0
split_feature=0 12 3 15 2 150 0 12 4 159 0 15 1454 4 4 400
split_gain=0.121573 0.135841 0.100176 0.152003 0.205833 0.113566 0.0999133 0.0844858 0.0810231 0.0797431 0.11134 0.102306 0.0545063 0.0521902 0.0848383 0.0485901
threshold=0.14486500000000005 -0.10853999999999998 -0.031844999999999991 0.0056700000000000006 0.079570000000000016 0.091105000000000005 0.040035000000000008 0.086700000000000013 -0.088004999999999986 0.082585000000000006 -0.083604999999999985 0.085915000000000019 0.080340000000000009 -0.15805499999999997 0.0030100000000000001 -0.081749999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 13 7 9 -9 10 11 -3 15 -6 -15 -10
right_child=-2 2 3 -5 5 -7 -8 8 12 -11 -12 -13 -14 14 -16 -17
leaf_value=0.009587403317316591 -0.00556013335980746 0.0010097630087771859 -0.0081529033353167531 0.0070567422373745588 0.0071563553798585601 -0.0055786948413515183 -0.0029557460203709874 -0.0031970179229850503 -0.00080657043389850702 0.01012927720601978 0.0090848930315803201 0.008405131935360929 -0.0024842499785072531 -0.0032915919058594954 0.0037506186481775288 0.003291214554155221
leaf_weight=73 55 257 93 75 52 63 81 71 89 72 96 67 55 76 133 943
leaf_count=73 55 257 93 75 52 63 81 71 89 72 96 67 55 76 133 943
internal_value=0 0.00243683 0.00220121 7.84209e-05 -0.00117236 0.000825764 0.00280353 0.00308734 0.0022995 0.00493801 0.0040438 0.0025446 0.00266017 0.00237855 0.00118122 0.00293608
internal_weight=0 2296 2223 492 417 324 1731 1650 1158 492 420 324 1087 261 209 1032
internal_count=2351 2296 2223 492 417 324 1731 1650 1158 492 420 324 1087 261 209 1032
is_linear=0
shrinkage=0.16829


Tree=8571
num_leaves=19
num_cat=0
split_feature=0 16 12 16 11 0 16 16 3 48 41 3 1211 3 159 42 16 0
split_gain=0.0883576 0.203152 0.114163 0.102586 0.0792776 0.0874776 0.188151 0.114229 0.0843893 0.0830175 0.0667631 0.0602072 0.107225 0.108911 0.0963409 0.138805 0.0385688 0.0135046
threshold=0.0037850000000000002 0.034535000000000003 -0.11875499999999999 0.22564000000000003 1.0000000180025095e-35 -0.10120999999999998 -0.36241499999999999 -0.093079999999999982 -0.11128999999999999 0.084095000000000017 0.077300000000000021 -0.081184999999999993 0.080280000000000004 -0.082539999999999988 0.030370000000000005 0.09202500000000001 0.41593000000000008 -0.14803999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 17 -8 -7 -9 -6 12 13 -10 16 -16 -13 -4
right_child=1 3 4 -5 10 8 7 9 11 -11 -12 14 -14 -15 15 -17 -18 -19
leaf_value=0.0095246451279072161 -0.0076819421745840432 0.0084893691635951878 0.0063446973194117191 -0.00067052482452323477 0.010800323805659274 -0.0043168515096680994 -0.0098264408961417117 -0.0048433124045275146 0.0030769014629662083 0.0029081151418041385 0.0024108662521997999 0.0017312562526542016 -0.0033150436775096354 0.0082836851343892036 -0.0092672280433225111 0.0028963112059870845 0.0059571248945022 0.0026463268217383211
leaf_weight=59 87 53 65 99 52 53 61 84 604 73 57 575 60 141 54 52 69 53
leaf_count=59 87 53 65 99 52 53 61 84 604 73 57 575 60 141 54 52 69 53
internal_value=0 -0.00119152 0.00221786 0.00251157 0.002007 0.0017581 -0.000707455 -0.00364201 0.0022744 -0.0012277 0.00642966 0.00250021 0.00351248 0.00406476 0.00141132 -0.00328326 0.00218682 0.00469879
internal_weight=0 239 2112 152 2053 1944 336 218 1608 157 109 1555 805 745 750 106 644 118
internal_count=2351 239 2112 152 2053 1944 336 218 1608 157 109 1555 805 745 750 106 644 118
is_linear=0
shrinkage=0.16829


Tree=8572
num_leaves=9
num_cat=0
split_feature=1429 1456 1456 48 48 40 41 15
split_gain=0.0880606 0.104767 0.0956981 0.0825058 0.114386 0.0666699 0.0757689 0.0904771
threshold=-0.091739999999999988 -0.16130999999999998 -0.085589999999999986 -0.085909999999999986 -0.015314999999999997 -0.08440499999999998 0.082735000000000017 -0.2987999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.0084115495216780783 -0.0058492130601458126 0.0087209120274745217 0.0079740516723860629 -0.0049931445408246912 -0.0033299436093559742 -0.0026641643427897004 0.0067586991943159834 0.0017909758181868867
leaf_weight=52 55 52 53 80 78 139 80 1762
leaf_count=52 55 52 53 80 78 139 80 1762
internal_value=0 0.00140039 0.00157888 0.00140863 0.00124511 0.00148837 0.00167899 0.00146427
internal_weight=0 2299 2244 2192 2139 2059 1981 1901
internal_count=2351 2299 2244 2192 2139 2059 1981 1901
is_linear=0
shrinkage=0.16829


Tree=8573
num_leaves=17
num_cat=0
split_feature=4 1 3 14 12 3 1 4 3 4 4 1 43 16 16 12
split_gain=3.53194 1.04074 0.631054 0.303738 0.226132 0.206322 0.166517 0.163865 0.14198 0.136348 0.120945 0.114369 0.325618 0.099461 0.0904342 0.0567767
threshold=0.30163500000000004 0.10141500000000002 -0.046329999999999989 0.062655000000000016 0.12212000000000002 0.0045450000000000013 0.12958500000000003 0.42953500000000006 0.08734500000000002 0.054560000000000004 -0.013125 0.077800000000000022 -0.082144999999999982 -0.15796999999999997 0.21684500000000004 -0.081914999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 8 -4 7 -2 9 11 -3 14 -13 -11 -1 -8
right_child=6 2 5 -5 -6 -7 15 -9 -10 13 -12 12 -14 -15 -16 -17
leaf_value=0.00082038775007145742 0.00029831747228483313 0.00082442137392660841 0.00032734692639276735 0.00098546050185621637 0.00055180166459997562 0.00054914243703685947 0.00015807896209393414 0.00052846155002343514 0.00064121013288773122 0.00077435801015440916 0.00063310689450359503 0.0005667653925635819 0.00079582353320220675 0.0006076446042314965 0.00070874135448238521 0.00030537621010175094
leaf_weight=913 70 79 87 73 53 99 52 67 87 79 71 90 288 84 92 67
leaf_count=913 70 79 87 73 53 99 52 67 87 79 71 90 288 84 92 67
internal_value=0 0.000743178 0.000574494 0.000775379 0.000766262 0.000445589 0.000332325 0.000411127 0.000773201 0.000780606 0.000734101 0.000791417 0.000741379 0.00068866 0.000810202 0.000241307
internal_weight=0 2095 336 1759 1686 186 256 137 1633 1546 150 1383 378 163 1005 119
internal_count=2351 2095 336 1759 1686 186 256 137 1633 1546 150 1383 378 163 1005 119
is_linear=0
shrinkage=0.0032998


Tree=8574
num_leaves=27
num_cat=0
split_feature=1 15 52 1 15 0 15 0 15 12 15 132 13 13 13 43 15 159 15 2 12 16 13 43 1 13
split_gain=5.13445 1.07268 0.578612 0.393413 0.353487 0.339787 0.400018 0.326528 0.273314 0.25846 0.23331 0.202898 0.212229 0.14811 0.131853 0.200104 0.13067 0.10795 0.102928 0.0923693 0.0813547 0.079634 0.0692133 0.0620756 0.0623602 0.0250554
threshold=0.104035 -0.24042999999999998 -0.41304999999999997 0.12958500000000003 1.0000000180025095e-35 -0.10566999999999999 -0.10556999999999998 -0.12608499999999997 -0.0043649999999999991 0.089435000000000014 0.084050000000000014 0.089365000000000014 -0.0016149999999999999 -0.0013449999999999996 -0.021674999999999996 -0.081374999999999989 0.11377500000000002 -0.016814999999999997 -0.0096849999999999974 0.089570000000000025 0.091865000000000016 -0.41863499999999992 -0.087084999999999982 0.061400000000000003 0.090275000000000008 -0.065674999999999983
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=4 3 -3 -2 5 6 -1 -6 9 13 -9 12 14 -4 15 22 17 -12 20 -17 -14 -5 -7 24 -19 -18
right_child=1 2 8 21 7 11 -8 10 -10 -11 16 -13 18 -15 -16 19 25 23 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0007963526070410812 0.00043528702315979724 0.00086514383382415563 0.00037666999022728141 2.5975134566241994e-05 0.001105086304609077 0.00097656874617941202 0.00046968178475249639 0.0010160578385282012 0.0003237778323985891 0.00072969741628940027 0.00098580649217626772 0.00060936767456098344 0.00093327179763222703 0.00059624420379283732 0.00061903171134747987 0.00080271383460818609 0.00077354642184394504 0.00083480983440724268 0.00099369628716615096 0.00067009233539243882 0.00076553924991377585 0.00020290570403474017 0.00083498347242709806 0.00075146661450469616 0.00095414441145225267 0.00067018369103715911
leaf_weight=84 69 55 76 54 59 52 81 83 76 65 60 57 63 62 52 109 71 384 87 134 72 58 186 89 60 53
leaf_count=84 69 55 76 54 59 52 81 83 76 65 60 57 63 62 52 109 71 384 87 134 72 58 186 89 60 53
internal_value=0 0.000444014 0.000554956 0.000239096 0.000817025 0.000773753 0.0006362 0.0008662 0.000493682 0.000557118 0.000848538 0.000801661 0.000816132 0.000475575 0.000779939 0.000797261 0.000829097 0.000849832 0.000902869 0.000729726 0.000844075 0.000117914 0.000866066 0.000834459 0.000851015 0.000729651
internal_weight=0 515 334 181 1836 977 165 859 279 203 800 812 755 138 533 481 717 593 222 243 135 112 238 533 444 124
internal_count=2351 515 334 181 1836 977 165 859 279 203 800 812 755 138 533 481 717 593 222 243 135 112 238 533 444 124
is_linear=0
shrinkage=0.0032998


Tree=8575
num_leaves=15
num_cat=0
split_feature=11 4 2 4 4 148 13 12 13 12 159 158 1452 51
split_gain=0.152199 0.0972871 0.0805091 0.0756117 0.0579838 0.0641065 0.058404 0.146631 0.124696 0.0779117 0.0584599 0.0632029 0.0568088 0.0637297
threshold=1.0000000180025095e-35 0.59999500000000017 0.086165000000000005 -0.49013999999999996 -0.47860499999999995 -0.08224999999999999 -0.091769999999999977 -0.036614999999999988 -0.117405 0.087645000000000015 0.09678500000000001 0.10722000000000002 0.085480000000000014 0.10501000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -6 7 -7 -9 -10 12 -12 13 -8
right_child=2 -3 3 -5 5 6 10 8 9 -11 11 -13 -14 -15
leaf_value=0.0069872594383229882 0.012502871639915132 -0.0049188954644063922 0.00029828751609719775 0.0083941754129140071 0.0073116637091281377 0.0065015420765771941 0.0023591526884182245 -0.0082673627142334435 -0.0035974036915990817 0.0050921404152274464 -0.0045692524839022223 0.0028862739115107765 -0.0023884193838640674 0.006376653844058066
leaf_weight=69 54 56 60 73 63 63 1432 74 61 56 72 58 65 122
leaf_count=69 54 56 60 73 63 63 1432 74 61 56 72 58 65 122
internal_value=0 0.00199546 0.00700225 0.0047554 0.00217766 0.00201616 0.00184871 -0.000530208 -0.00285899 0.000546339 0.00219521 -0.00122912 0.00247129 0.00267571
internal_weight=0 2191 187 133 2135 2066 2003 254 191 117 1749 130 1619 1554
internal_count=2378 2191 187 133 2135 2066 2003 254 191 117 1749 130 1619 1554
is_linear=0
shrinkage=0.16829


Tree=8576
num_leaves=15
num_cat=0
split_feature=4 123 3 12 11 11 12 12 40 457 12 12 15 13
split_gain=7.43289 2.09325 1.30482 0.763714 0.65924 0.760232 0.295721 0.238467 0.235683 0.221627 0.211884 0.277294 0.11173 0.0695249
threshold=0.30163500000000004 0.081180000000000016 0.12031000000000001 0.11769500000000001 1.0000000180025095e-35 0.086080000000000018 -0.042789999999999988 -0.08947999999999999 -0.050459999999999998 0.069910000000000014 -0.010219999999999998 0.088125000000000023 -0.18708499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 8 -3 -2 10 -1 -12 -8 -11
right_child=6 7 -4 -5 5 -7 12 -9 -10 13 11 -13 -14 -15
leaf_value=0.00077105470887733017 0.00032875858409220414 0.00065631505598166828 0.00053176792486565557 0.00063536358735388288 0.0014179792608690076 0.0009271422466101527 0.00047854556236866507 0.00036871053104167229 2.2361783366750796e-05 0.00088260206991363967 0.0010130321879942019 0.00092230911935772006 0.00028301096614067868 0.00070577054483623373
leaf_weight=68 53 57 86 82 72 67 82 72 57 52 667 857 54 52
leaf_count=68 53 57 86 82 72 67 82 72 57 52 667 857 54 52
internal_value=0 0.000904077 0.000930337 0.000948199 0.00096216 0.00118164 0.000298081 0.000496065 0.00017031 0.000944151 0.000953903 0.000962038 0.000401166 0.000794525
internal_weight=0 2132 2003 1917 1835 139 246 129 110 1696 1592 1524 136 104
internal_count=2378 2132 2003 1917 1835 139 246 129 110 1696 1592 1524 136 104
is_linear=0
shrinkage=0.0032998


Tree=8577
num_leaves=20
num_cat=0
split_feature=4 12 2 2 2 2 4 4 2 160 49 457 2 457 12 12 159 15 13
split_gain=3.16432 1.14573 0.467808 0.418906 0.393145 0.29262 0.278944 0.242272 0.217893 0.15734 0.146569 0.136885 0.126807 0.108942 0.103335 0.0973419 0.0914739 0.0752288 0.0186126
threshold=0.30163500000000004 0.054520000000000006 0.11891500000000001 0.079570000000000016 0.14019000000000004 0.12454500000000002 -0.053824999999999991 -0.090609999999999982 0.092235000000000025 0.041405000000000004 -0.065249999999999989 -0.086894999999999986 0.10188000000000001 -0.0056599999999999992 0.089435000000000014 0.093840000000000021 0.10438500000000002 -0.41606999999999994 -0.084024999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 16 7 -5 12 -8 -10 18 -12 14 -13 -3 -15 17 -2 -9
right_child=4 5 -4 6 -6 -7 8 10 9 -11 11 13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.00041594401697632401 0.00050333381618776561 0.0010349555844625746 0.00030923381993324496 0.00082361705564885468 6.5268194674244755e-05 0.00050750334637829949 0.0007633571152552411 0.00065818551015217218 0.0003958332953966627 0.00064109726587425813 0.00090465756494118011 0.00058246814357198215 0.00073398694969437431 0.00076041753900359381 0.00083810806063653568 0.00069607393335039346 0.00025735403769917701 0.00034525557527158876 0.00056143854324678657
leaf_weight=101 66 52 75 85 58 59 55 53 63 54 55 52 63 844 75 394 52 70 52
leaf_count=101 66 52 75 85 58 59 55 53 63 54 55 52 63 844 75 394 52 70 52
internal_value=0 0.000699019 0.000547178 0.000596928 0.000303502 0.000737696 0.000667916 0.000745956 0.000590767 0.000509333 0.000731272 0.000740666 0.000857829 0.000733647 0.000918984 0.000739968 0.000376813 0.000422229 0.000610608
internal_weight=0 2132 433 358 246 1699 257 1640 172 117 1450 1345 190 1290 127 1238 188 136 105
internal_count=2378 2132 433 358 246 1699 257 1640 172 117 1450 1345 190 1290 127 1238 188 136 105
is_linear=0
shrinkage=0.0032998


Tree=8578
num_leaves=15
num_cat=0
split_feature=3 2 15 3 15 4 2 15 50 4 160 3 3 3
split_gain=0.134049 0.112755 0.112081 0.0886427 0.0811039 0.0791261 0.0781947 0.0684098 0.0994885 0.0912609 0.075147 0.0712844 0.0612178 0.0552057
threshold=-0.13088999999999998 0.082690000000000013 -0.0015749999999999998 -0.107915 0.13673000000000005 0.55608500000000005 -0.0091949999999999983 -0.074054999999999996 0.11875500000000001 0.054560000000000004 0.086870000000000017 0.094285000000000008 -0.069729999999999986 -0.24154499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 9 12 10 -8 -11 -9 -4
right_child=3 2 13 4 -6 -7 7 8 -10 11 -12 -13 -14 -15
leaf_value=0.013829301037234848 -0.0038830903912061526 -0.00040007912213361904 0.0040630834157444609 -0.0015272214519516593 -0.0031417054458470258 -0.0032653736824174205 0.0073524577824075161 0.0024403379138612301 -0.0043763394242292437 0.00031243956411580943 0.0013535862369012481 0.0072339782619564768 0.0054609359083603844 0.011147767737248768
leaf_weight=52 56 70 58 92 61 54 352 926 53 164 72 57 241 70
leaf_count=52 56 70 58 92 61 54 352 926 53 164 72 57 241 70
internal_value=0 0.00683567 0.00498988 0.00271009 0.00288915 0.00307297 0.00324879 0.00348535 0.0027409 0.00489068 0.00633802 0.00210576 0.00306567 0.00795156
internal_weight=0 250 198 2128 2072 2011 1957 1865 1220 645 424 221 1167 128
internal_count=2378 250 198 2128 2072 2011 1957 1865 1220 645 424 221 1167 128
is_linear=0
shrinkage=0.16829


Tree=8579
num_leaves=13
num_cat=0
split_feature=1 11 11 4 457 457 12 1 1 3 47 4
split_gain=0.17016 0.0821546 0.104335 0.123725 0.0548562 0.109357 0.0545966 0.0703238 0.181267 0.0647411 0.0667372 0.0505239
threshold=0.14846500000000004 0.077415000000000012 0.086080000000000018 -0.14994999999999997 -0.086894999999999986 -0.072694999999999996 -0.09947499999999998 0.10574000000000001 0.111945 -0.12077499999999998 0.096175000000000024 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 -7 9 -9 -8 -11 -10
right_child=-2 2 3 -5 5 6 7 8 11 10 -12 -13
leaf_value=0.0064120421850294585 -0.0068953540283654656 0.012295178184440019 -0.0022964754495366424 0.0091295659796687915 -0.0044733168451107112 0.0076414499774108656 -0.0017208053634500994 -0.0073585115320466176 0.0066993952396140061 0.0028509090493442865 0.0077433371071290629 0.00094863109871334253
leaf_weight=100 52 57 54 53 64 59 82 71 57 1461 84 184
leaf_count=100 52 57 54 53 64 59 82 71 57 1461 84 184
internal_value=0 0.00282902 0.00646758 0.00334636 0.00255218 0.00236412 0.00258404 0.00242923 0.000108844 0.00287309 0.00311807 0.00231623
internal_weight=0 2326 164 107 2162 2062 1998 1939 312 1627 1545 241
internal_count=2378 2326 164 107 2162 2062 1998 1939 312 1627 1545 241
is_linear=0
shrinkage=0.16829


Tree=8580
num_leaves=15
num_cat=0
split_feature=39 14 147 48 14 159 484 403 30 39 123 49 1213 159
split_gain=3.0747 1.33415 0.607883 0.654875 0.308734 0.211326 0.192876 0.166124 0.155491 0.169585 0.275617 0.104119 0.0778084 0.0294398
threshold=0.081875000000000017 -0.2523999999999999 0.089365000000000014 0.12118000000000002 0.062655000000000016 0.087735000000000021 0.010565000000000001 -0.085604999999999987 0.085570000000000021 0.11305000000000003 0.083945000000000006 -0.014169999999999999 -0.023164999999999995 0.10579500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 13 12 9 10 -2 -9 -3 -7
right_child=8 2 -4 -5 -6 6 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=0.00020251433980377306 0.00063918020996890483 0.000929556202173538 0.00043305511353500112 0.00039954482932499534 0.00097658245429910304 0.00065120757968636792 0.00048115227303374204 0.00067270227892585275 0.00018910291569191091 0.00023179180321071866 0.00034480399617017551 0.00075913891829624126 0.00080293630004503686 0.00075931106121017455
leaf_weight=52 53 74 69 57 70 54 56 184 54 56 103 1159 239 77
leaf_count=52 53 74 69 57 70 54 56 184 54 56 103 1159 239 77
internal_value=0 0.000725387 0.000738704 0.000749392 0.000759797 0.000751544 0.000645172 0.000763535 0.000348455 0.000388878 0.000445042 0.000747323 0.000832985 0.000715018
internal_weight=0 2091 2039 1970 1913 1843 187 1656 266 212 156 1343 313 131
internal_count=2357 2091 2039 1970 1913 1843 187 1656 266 212 156 1343 313 131
is_linear=0
shrinkage=0.0032998


Tree=8581
num_leaves=20
num_cat=0
split_feature=4 39 16 4 160 400 4 16 0 4 0 52 0 4 1447 1454 474 52 16
split_gain=0.148965 0.144451 0.134142 0.0985081 0.0720885 0.0967582 0.079555 0.118322 0.0935209 0.0865565 0.0767934 0.0673371 0.0663519 0.0496826 0.0431664 0.0498112 0.0334103 0.0532183 0.0330018
threshold=0.26790000000000008 0.094095000000000026 -0.34140499999999996 0.42953500000000006 -0.0039899999999999988 -0.081749999999999975 -0.47860499999999995 0.041625000000000002 -0.15503499999999998 -0.049744999999999991 -0.13972999999999997 -0.091234999999999983 -0.066264999999999991 0.41181500000000004 -0.085709999999999995 0.084535000000000013 0.081755000000000008 -0.015069999999999998 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 13 11 -6 -7 8 -8 -9 -10 -1 -11 -2 -13 16 17 -16 -18
right_child=2 -3 -4 -5 5 6 7 9 10 12 -12 14 -14 -15 15 -17 18 -19 -20
leaf_value=-0.0028841390059596694 0.0017201333600527409 -0.0041520053180104143 -0.0064920641510446721 0.0058269818988794988 -0.00065228234821475717 0.0093453020446265193 0.012296665758552087 -0.0040416979737733106 -0.00091305319178673259 0.00066675262940780057 0.005348447727774543 -0.00079057361735946588 0.007146579701167984 -0.0054576672243378411 -0.0029983147155474522 0.0083437124380964043 0.002839972821266511 0.0028901995800381386 0.0081235931540856142
leaf_weight=64 57 67 79 90 97 103 52 65 59 123 816 78 71 52 53 53 85 236 57
leaf_count=64 57 67 79 90 97 103 52 65 59 123 816 78 71 52 53 53 85 236 57
internal_value=0 0.00352241 -0.000620141 0.0017019 0.00377886 0.00445721 0.0048431 0.00445059 0.00533969 0.00126142 0.00492419 0.0022741 0.0030475 -0.00168766 0.00286471 0.0034575 0.00285247 0.00180408 0.00497351
internal_weight=0 2079 278 199 2012 1386 1289 1186 927 259 875 626 194 109 562 484 431 289 142
internal_count=2357 2079 278 199 2012 1386 1289 1186 927 259 875 626 194 109 562 484 431 289 142
is_linear=0
shrinkage=0.16829


Tree=8582
num_leaves=17
num_cat=0
split_feature=12 0 13 16 52 0 52 52 52 15 12 0 13 16 16 16
split_gain=0.14768 0.102905 0.0782739 0.108781 0.127605 0.120307 0.116177 0.113923 0.0983725 0.0785535 0.067136 0.0608278 0.0774291 0.0869529 0.0380075 0.033896
threshold=-0.093429999999999985 -0.10324499999999999 -0.15310499999999996 0.041625000000000002 -0.14715499999999998 -0.080034999999999981 0.10096500000000001 -0.067394999999999983 -0.40011499999999994 0.10440500000000001 0.082530000000000006 -0.037794999999999995 -0.097199999999999995 -0.0030599999999999998 0.40737000000000007 -0.061394999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -4 -5 7 8 14 11 -2 12 -6 -14 -7 -11
right_child=2 -3 3 5 9 6 -8 -9 -10 15 -12 -13 13 -15 -16 -17
leaf_value=0.0013702335522243511 0.0020826291283297963 -0.0082935442344110721 0.011972573675278264 -0.0046579647858111849 0.0089736852176280548 0.00035210522037256933 -0.004687208980038716 0.0099995876504568072 -0.0023276552998045732 0.0046465392726088911 -0.0057127146024415383 0.0077659227305314589 0.0022099150354826171 0.0072043418649585132 0.0057130923539939196 0.010649659881634618
leaf_weight=67 74 58 52 90 57 53 60 60 100 52 54 77 1203 108 134 58
leaf_count=67 74 58 52 90 57 53 60 60 100 52 54 77 1203 108 134 58
internal_value=0 -0.00309939 0.00283841 0.00308446 0.00375776 0.000903782 0.00213807 0.00332341 0.00192143 0.0034819 -0.001192 0.0031498 0.00288866 0.00262273 0.00420328 0.00782815
internal_weight=0 125 2232 2104 1607 497 407 347 287 1555 128 1445 1368 1311 187 110
internal_count=2357 125 2232 2104 1607 497 407 347 287 1555 128 1445 1368 1311 187 110
is_linear=0
shrinkage=0.16829


Tree=8583
num_leaves=14
num_cat=0
split_feature=2 30 2 1428 11 43 2 4 4 3 2 4 43
split_gain=0.125763 0.132388 0.0886564 0.0516657 0.0580636 0.0869899 0.0700223 0.0582913 0.0528701 0.0605935 0.0424864 0.0263383 0.0179759
threshold=0.13752500000000004 0.086065000000000016 -1.0000000180025095e-35 0.088190000000000004 0.078340000000000007 -0.09583499999999999 0.088665000000000008 -0.017574999999999997 -0.44205499999999992 -0.092474999999999988 0.10472500000000001 0.41939500000000002 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 12 -8 -7 -10 -6 -2 -4
right_child=11 -3 3 -5 10 8 7 -9 9 -11 -12 -13 -14
leaf_value=0.0078410795009986062 -0.0042801962157797691 -0.0057951392617872103 0.0048265242866249959 0.0076066038713552813 -0.0050011241422100432 0.0070116004429104008 0.011681570999398509 0.0041447037073244729 -0.0020501403593073931 0.0021417677283796475 0.0017536221077376949 0.00021904980621159382 0.00054630545638020822
leaf_weight=89 95 54 52 53 52 59 67 53 104 1505 53 59 62
leaf_count=89 95 54 52 53 52 59 67 53 104 1505 53 59 62
internal_value=0 0.0024244 0.00263177 0.00240584 0.00226761 0.00248065 0.00552382 0.00836776 0.00205266 0.0018697 -0.00157448 -0.00254479 0.00251445
internal_weight=0 2203 2149 2060 2007 1902 234 120 1668 1609 105 154 114
internal_count=2357 2203 2149 2060 2007 1902 234 120 1668 1609 105 154 114
is_linear=0
shrinkage=0.16829


Tree=8584
num_leaves=17
num_cat=0
split_feature=1 15 15 1 4 12 12 16 1 16 12 47 475 48 15 4
split_gain=0.124271 0.135902 0.128289 0.0737162 0.12652 0.0692712 0.0490677 0.104943 0.0922291 0.065587 0.052662 0.0404425 0.0436232 0.0403479 0.0278148 0.011967
threshold=0.11869500000000001 -0.41606999999999994 -0.087734999999999994 0.11181500000000001 0.26790000000000008 -0.093429999999999985 0.082295000000000021 -0.097499999999999989 1.0000000180025095e-35 0.10923000000000001 0.083995000000000014 0.084635000000000016 0.0030750000000000005 0.086035000000000014 -0.084059999999999982 0.51743500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 -3 4 5 -1 7 -7 -9 -10 -8 12 -12 -13 -5 -2
right_child=1 2 -4 14 -6 6 10 8 9 -11 11 13 -14 -15 -16 -17
leaf_value=-0.0037591864257565462 0.004783849029815981 -0.011331085337486375 -0.0012280052163614258 0.0036049900175613514 -0.0044030541245957591 0.010874548536448448 -0.0016749356636161087 -0.0033608072143277447 0.0063959146759674833 -0.00049801024254214643 0.0027573435167031349 0.002131252488846499 -0.0019849060639107294 -0.0038654737006266994 0.0090892089402921337 0.0011171790268960579
leaf_weight=53 52 56 99 52 85 57 102 53 144 53 1258 70 57 58 56 52
leaf_count=53 52 56 99 52 85 57 102 53 144 53 1258 70 57 58 56 52
internal_value=0 -0.00172766 -0.00488974 0.0021761 0.00194242 0.00222649 0.00239876 0.00434706 0.0028516 0.00453208 0.00201045 0.00227221 0.00255042 -0.000571978 0.00646529 0.00296779
internal_weight=0 259 155 2098 1990 1905 1852 307 250 197 1545 1443 1315 128 108 104
internal_count=2357 259 155 2098 1990 1905 1852 307 250 197 1545 1443 1315 128 108 104
is_linear=0
shrinkage=0.16829


Tree=8585
num_leaves=16
num_cat=0
split_feature=1 1 47 49 147 13 1 3 12 11 0 0 2 12 1
split_gain=4.39204 0.602918 0.383203 0.364546 0.236946 0.200859 0.18236 0.242091 0.151142 0.203805 0.187897 0.20695 0.157961 0.224592 0.106839
threshold=0.109225 0.13630500000000004 0.094160000000000008 0.12372500000000002 0.08789000000000001 -0.080299999999999996 0.12072500000000001 -0.048154999999999996 0.11628000000000001 0.077695000000000014 -0.13740499999999997 -0.15385999999999997 0.11366500000000002 0.083370000000000014 0.093170000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 8 -3 7 -2 9 10 11 -1 13 -12 -11
right_child=1 5 -4 -5 -6 -7 -8 -9 -10 14 12 -13 -14 -15 -16
leaf_value=0.00072249733155473571 0.00058612092968139738 0.00026838986846260419 0.0006120750664174487 0.00048361460012905197 0.00052016614034362287 4.740818812576503e-06 0.00020727881614305394 0.0002994111281161412 0.00056277475977262181 0.00097742270772483352 0.00084155533472114936 0.00045802796523136121 0.00058324058696208577 0.00072629012297452237 0.0007673191246294073
leaf_weight=74 55 71 84 73 62 57 69 79 59 56 222 59 72 1228 55
leaf_count=74 55 71 84 73 62 57 69 79 59 56 222 59 72 1228 55
internal_value=0 0.000340021 0.000424085 0.00071388 0.000722769 0.000151259 0.000346122 0.000417353 0.000729633 0.000735187 0.000725881 0.000605441 0.000736382 0.000743962 0.000873635
internal_weight=0 415 287 1960 1887 128 203 134 1825 1766 1655 133 1522 1450 111
internal_count=2375 415 287 1960 1887 128 203 134 1825 1766 1655 133 1522 1450 111
is_linear=0
shrinkage=0.0032998


Tree=8586
num_leaves=19
num_cat=0
split_feature=9 2 3 2 2 2 0 2 2 4 52 159 12 2 4 3 12 15
split_gain=0.100351 0.0837496 0.0847575 0.196811 0.110274 0.119599 0.0797029 0.070313 0.0597194 0.0895425 0.0883183 0.0815423 0.075554 0.128682 0.0678704 0.0539245 0.138249 0.0453671
threshold=0.09055500000000001 0.16149500000000003 -0.099169999999999994 0.081685000000000021 0.087975000000000012 0.10188000000000001 0.09395000000000002 0.13733000000000004 0.086615000000000011 0.058330000000000007 0.044705000000000002 0.08043500000000002 0.082530000000000006 0.093200000000000019 -0.080584999999999976 -0.008649999999999998 0.084115000000000009 -0.091934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 11 12 17 15 13 -10 -14 16 -4 -11
right_child=-2 -3 7 4 5 6 -8 -9 9 10 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=0.013575000167078563 -0.0052952154623510253 0.008145406609257241 -0.0047863789322191144 -0.0044344271565991602 0.0088165142466393228 -0.0034082502558440333 0.0051941762638362133 -0.003222570881961203 0.013078905627032457 -0.0057653971534377983 0.0042540271186997268 -0.0045741053975557697 -0.0015662178968516272 0.0035425951765944313 0.0031548112102232069 0.0051615368532890683 0.0017187617375803315 0.00057042182461075272
leaf_weight=55 54 62 111 52 91 63 59 87 55 79 68 78 103 151 516 84 554 53
leaf_count=55 54 62 111 52 91 63 59 87 55 79 68 78 103 151 516 84 554 53
internal_value=0 0.00203476 0.00186626 0.00440648 0.0024968 0.00419737 0.000737214 0.00144611 0.00166639 0.00252533 -0.000661835 0.000599635 0.00330016 0.00609742 0.00236634 0.00114082 0.00063024 -0.00320786
internal_weight=0 2321 2259 320 265 213 122 1939 1852 1025 200 827 825 206 619 749 665 132
internal_count=2375 2321 2259 320 265 213 122 1939 1852 1025 200 827 825 206 619 749 665 132
is_linear=0
shrinkage=0.16829


Tree=8587
num_leaves=13
num_cat=0
split_feature=14 147 457 52 15 48 12 3 12 156 52 3
split_gain=0.134899 0.156363 0.1175 0.108742 0.0696968 0.0528281 0.0690901 0.115482 0.0833256 0.0528049 0.0490659 0.0336432
threshold=-0.10708499999999999 0.089365000000000014 0.087350000000000011 -0.053514999999999993 -0.23488499999999998 0.11951500000000001 0.083370000000000014 -0.08095999999999999 0.083970000000000017 0.087380000000000013 -0.014149999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 11 6 7 -6 -8 -10 -9 -2
right_child=1 -3 -4 -5 5 -7 8 10 9 -11 -12 -13
leaf_value=0.0020957190488942942 -0.0059708988089182099 -0.0061709695441521245 0.0078352491829797467 0.012924575698494133 0.0090101108676599716 -0.0030474844198523526 -0.005136630604293967 0.00047534191266752386 0.0017688032389896987 -0.0014276139666279533 0.0048864901724779211 4.898959095714503e-05
leaf_weight=54 52 77 81 52 89 69 57 194 1320 164 114 52
leaf_count=54 52 77 81 52 89 69 57 194 1320 164 114 52
internal_value=0 0.00127825 0.00154075 0.00742494 0.00129837 0.00151908 0.0016826 0.00366441 0.00117087 0.00141435 0.00211387 -0.00294368
internal_weight=0 2269 2192 106 2111 2007 1938 397 1541 1484 308 104
internal_count=2375 2269 2192 106 2111 2007 1938 397 1541 1484 308 104
is_linear=0
shrinkage=0.16829


Tree=8588
num_leaves=13
num_cat=0
split_feature=14 0 147 1429 3 457 0 474 2 0 0 1
split_gain=0.0933921 0.112266 0.10819 0.088745 0.119992 0.0885628 0.115691 0.0857515 0.0874107 0.0864504 0.0880962 0.0451877
threshold=-0.10708499999999999 -0.075624999999999984 0.089365000000000014 0.084895000000000012 -0.081644999999999981 0.087350000000000011 -0.15270499999999995 1.0000000180025095e-35 0.08673500000000002 0.11026000000000001 0.014040000000000002 0.10587000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 11 9 -9 10 -8 -2
right_child=2 -3 -4 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=0.011657194996989135 -0.0073022873407722795 0.00066540396220657826 -0.0051324584897952646 0.00961988730882723 -0.00061731155753201171 0.0066100580857570397 0.0014436525297224837 -0.0076434140483250621 0.00055579376148995677 0.0065953090815520296 -0.0045335880834299902 -0.00060608507662645553
leaf_weight=53 65 53 77 80 54 77 1550 61 92 88 73 52
leaf_count=53 65 53 77 80 54 77 1550 61 92 88 73 52
internal_value=0 0.00617825 0.00106314 0.00128159 0.00548104 0.00100729 0.000788603 0.00111158 -0.00270143 0.00145359 0.0011737 -0.00434155
internal_weight=0 106 2269 2192 134 2058 1981 1864 153 1711 1623 117
internal_count=2375 106 2269 2192 134 2058 1981 1864 153 1711 1623 117
is_linear=0
shrinkage=0.16829


Tree=8589
num_leaves=21
num_cat=0
split_feature=1 4 2 40 14 49 4 52 4 47 16 15 16 3 12 2 2 15 3 3
split_gain=3.87608 0.496596 0.519169 0.388127 0.287344 0.223182 0.217847 0.272453 0.145587 0.167785 0.179822 0.279638 0.191568 0.183931 0.126902 0.115641 0.0926206 0.0839509 0.0213024 0.0159629
threshold=0.109225 0.41181500000000004 0.12399000000000002 -0.012109999999999998 -1.0000000180025095e-35 -0.018959999999999994 0.062150000000000004 0.047850000000000011 -0.50388999999999984 0.081320000000000017 0.0086100000000000013 -0.094449999999999992 0.081265000000000018 -0.11128999999999999 0.085905000000000023 0.094120000000000023 0.11657500000000001 -0.061559999999999997 -0.072024999999999992 -0.065464999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 15 -3 -2 8 18 -5 10 11 -10 -12 -13 -11 -1 -6 -14 -8 -7
right_child=1 4 -4 6 16 19 7 -9 9 14 12 13 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00063499911555349854 0.00037944881663481782 0.0004144839318922153 0.00022106245505636174 0.00086423858600896642 2.5772847005045877e-05 0.00069193096181920924 0.00054483593532811316 0.00077285567531704049 0.00051868239771312612 0.00095689958724578031 0.0005065495265754792 0.00088733074753672987 0.0007694842063213944 0.0007243263572061573 0.00074788040869274949 0.00042597789677545692 0.00020681136040554267 0.00063488887636885683 0.00044690731745637599 0.00060008182941569197
leaf_weight=52 52 57 74 77 53 52 60 63 69 52 93 84 86 974 90 69 75 139 52 52
leaf_count=52 52 57 74 77 53 52 60 63 69 52 93 84 86 974 90 69 75 139 52 52
internal_value=0 0.00034696 0.00044948 0.000698192 0.000219313 0.000557606 0.000710155 0.000598227 0.000721905 0.000714976 0.000704172 0.000723948 0.000633977 0.000737301 0.000824671 0.000516096 0.000132125 0.000686491 0.000499684 0.000646345
internal_weight=0 415 230 1960 185 156 1839 175 1664 1587 1445 1127 318 1058 142 121 128 225 112 104
internal_count=2375 415 230 1960 185 156 1839 175 1664 1587 1445 1127 318 1058 142 121 128 225 112 104
is_linear=0
shrinkage=0.0032998


Tree=8590
num_leaves=26
num_cat=0
split_feature=1 4 12 1 4 48 4 13 13 43 13 12 4 16 159 1 16 12 52 132 43 52 52 4 4
split_gain=8.20717 2.32701 1.41393 0.706374 0.546392 0.387698 0.315721 0.295361 0.276963 0.240005 0.216849 0.22915 0.21019 0.180899 0.172891 0.161796 0.147221 0.174722 0.138878 0.0991852 0.093427 0.0690965 0.0596805 0.0518178 0.0193314
threshold=0.095025000000000012 0.27287000000000006 0.085090000000000013 0.12007000000000002 -0.16772499999999999 0.088580000000000006 0.046720000000000005 -0.099939999999999987 -0.014114999999999997 -0.43328499999999998 -0.085164999999999977 0.090905000000000014 0.018150000000000003 -0.072534999999999988 0.088800000000000004 0.11744000000000002 -0.019749999999999993 0.084760000000000016 -0.081594999999999987 0.0038750000000000004 0.057265000000000003 -0.088204999999999992 0.10963000000000002 -0.012889999999999999 -0.004004999999999999
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 4 -3 -2 6 9 -5 24 -1 -8 -12 18 19 16 21 22 -18 -6 20 23 -4 -15 -11 -7
right_child=1 3 15 7 12 8 10 -9 -10 13 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.001274490671438697 0.00084882064238008209 0.00055463460707949217 0.0010586227058210346 -1.2379784037168039e-05 0.00049754560651000309 0.0010373907247544104 0.00073962950986282622 0.00030133429667471138 0.00071797421847087574 0.0011207281950086571 0.0011385363324986279 0.00085944700893899359 0.00063289934042153539 0.001021010918070562 0.00088466418701700102 0.00077193208626192905 0.0011726623287019538 0.0010239513774017112 0.00026513553883332681 0.0012197661289422507 0.00098194344839480662 0.00091690588555436473 0.00088950570571441178 0.0010162468168825509 0.00093737709792268491
leaf_weight=60 52 94 73 52 56 56 53 87 68 368 63 69 53 85 93 57 139 251 58 71 88 93 81 70 56
leaf_count=60 52 94 73 52 56 56 53 87 68 368 63 69 53 85 93 57 139 251 58 71 88 93 81 70 56
internal_value=0 0.000600636 0.000741371 0.000333511 0.000552641 0.00103192 0.00104951 0.00018372 0.000885998 0.00106775 0.000920543 0.000992916 0.000460207 0.00105777 0.00101889 0.000926557 0.00104128 0.00107704 0.000379611 0.00109998 0.00108374 0.000979439 0.000957055 0.00110411 0.000987698
internal_weight=0 675 442 233 219 1671 1491 139 180 1306 185 132 167 1246 649 223 556 390 114 597 526 166 166 438 112
internal_count=2346 675 442 233 219 1671 1491 139 180 1306 185 132 167 1246 649 223 556 390 114 597 526 166 166 438 112
is_linear=0
shrinkage=0.0032998


Tree=8591
num_leaves=29
num_cat=0
split_feature=1 1 3 15 1 403 3 12 3 3 12 3 12 0 3 15 2 2 2 49 403 42 0 3 2 51 0 12
split_gain=5.12986 0.97542 0.693071 0.485863 0.504185 0.295319 0.269513 0.26783 0.251316 0.223151 0.264424 0.212152 0.170176 0.160445 0.179926 0.140627 0.132658 0.102146 0.0812374 0.0798675 0.0635456 0.0521168 0.044024 0.0383153 0.0646518 0.0355176 0.0237825 0.0217865
threshold=0.104035 0.13662500000000002 -0.029309999999999996 0.03981500000000001 0.088595000000000021 -0.088434999999999986 -0.0047649999999999993 0.085565000000000016 0.25468500000000005 -0.09132499999999999 0.085945000000000008 -0.083414999999999975 0.093105000000000007 -0.082284999999999983 -0.012374999999999999 0.11377500000000002 0.114805 0.09167500000000002 0.098365000000000022 -0.020999999999999994 -0.5335399999999999 0.086635000000000004 -0.073674999999999977 -0.080634999999999984 0.084825000000000025 -0.010009999999999998 -0.076209999999999986 0.089125000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 -1 -4 19 -3 10 -5 -2 13 14 17 20 -8 -7 -15 -6 -11 -14 23 24 -22 -9 -17 -25
right_child=1 8 6 9 7 12 16 25 -10 15 -12 -13 21 18 -16 26 -18 -19 -20 -21 22 -23 -24 27 -26 -27 -28 -29
leaf_value=0.00048711437427666145 0.00046723236830975958 0.00021736948806143119 0.00011037060771792109 0.0010471687038452269 0.00033110790123786914 0.00072661990278941795 0.00047736333569230231 0.00071608426178184118 -7.7506733849874666e-05 0.00087613547333017172 0.0007741330666120506 0.00069742897957495624 0.00068831625860955458 0.00092103053393749338 0.00055521758208482803 0.00058152231308546793 0.00026780327980561677 0.0008870119071499327 0.00075423500346275202 0.00050403021282901725 0.00079498142436657535 0.0005639951995943021 0.00066338214127396953 0.00087523136215724275 0.00069921251328234973 0.00059148210954012171 0.00068910145371072276 0.00078083420438455973
leaf_weight=61 94 75 62 67 56 281 68 52 54 59 96 84 88 84 61 52 66 54 57 65 166 72 54 53 164 60 53 88
leaf_count=61 94 75 62 67 56 281 68 52 54 59 96 84 88 84 61 52 66 54 57 65 166 72 54 53 164 60 53 88
internal_value=0 0.000341433 0.000426801 0.000717558 0.000667624 0.000709031 0.000291067 0.000532768 9.36599e-05 0.000775597 0.000886579 0.000576062 0.000728402 0.000756883 0.000722267 0.000749291 0.00037441 0.000752579 0.000853852 0.000424291 0.000769571 0.000632592 0.000757528 0.000768247 0.000747494 0.000649648 0.00063616 0.000816567
internal_weight=0 503 374 1843 991 758 196 233 129 852 163 178 697 537 396 689 134 335 141 121 584 160 525 471 330 112 105 141
internal_count=2346 503 374 1843 991 758 196 233 129 852 163 178 697 537 396 689 134 335 141 121 584 160 525 471 330 112 105 141
is_linear=0
shrinkage=0.0032998


Tree=8592
num_leaves=23
num_cat=0
split_feature=1 2 39 10 1429 133 4 16 2 1 4 155 50 1454 2 1 2 12 48 1 16 12
split_gain=0.305212 0.248459 0.206371 0.160933 0.113365 0.163621 0.0731038 0.0917026 0.235967 0.113173 0.0618418 0.0609165 0.059457 0.0655163 0.0877167 0.139085 0.105477 0.0516874 0.0890039 0.0721043 0.046279 0.0355023
threshold=0.092415000000000011 -0.0091949999999999983 0.08845500000000002 -0.005834999999999999 0.084770000000000012 0.086635000000000004 -0.077604999999999993 -0.046599999999999996 0.10925000000000001 0.10548500000000001 -0.49013999999999996 0.088740000000000013 0.11174500000000002 0.077440000000000023 0.083970000000000017 0.078015000000000015 0.082885000000000014 0.094955000000000025 0.082225000000000006 0.11156000000000001 -0.082559999999999981 -0.016554999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 11 -6 10 17 9 -9 -5 12 13 14 16 21 20 18 19 -8 -1 -16
right_child=1 3 -4 6 5 -7 7 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0018808971533709627 -0.014367815396380332 -0.0079754134231942789 0 0.00102399187071295 -0.0085081306015101759 0.0048326905072315542 0.010583345204023795 -0.0035000650501998219 -0.010545495619891833 0.0060118452654783017 0.0087055961439872799 -0.0015580773834510567 -0.00037180404125205716 0.0095774324321310726 0.0081262619876957647 -0.0033510217906311821 0.013208515030716876 -0.0014745777365909457 -0.00081925285854824565 0.0024018548670251233 0.0068622184663364545 0.0036860309770508195
leaf_weight=83 62 55 52 55 52 52 66 64 64 79 66 55 78 66 55 80 57 62 67 58 151 867
leaf_count=83 62 55 52 55 52 52 66 64 64 79 66 55 78 66 55 80 57 62 67 58 151 867
internal_value=0 -0.000574168 -0.00781036 0.000720061 0.00353993 -0.00182045 0.00154631 0.000573742 -0.00204821 0.0017422 0.00522881 0.00391478 0.0041255 0.00438495 0.00411851 0.00336792 0.00669687 0.00272608 0.00409905 0.00677101 0.00510302 0.00395285
internal_weight=0 750 114 636 1596 104 581 460 207 143 121 1492 1437 1359 1293 1002 291 253 191 124 234 922
internal_count=2346 750 114 636 1596 104 581 460 207 143 121 1492 1437 1359 1293 1002 291 253 191 124 234 922
is_linear=0
shrinkage=0.16829


Tree=8593
num_leaves=28
num_cat=0
split_feature=1 52 52 12 1 12 1 1 12 12 52 151 0 11 0 157 403 42 43 52 0 403 42 0 42 12 133
split_gain=7.78338 1.57122 0.881286 0.721873 0.4696 0.445112 0.400353 0.331013 0.289002 0.286969 0.253147 0.185248 0.162689 0.133974 0.278726 0.080593 0.0596373 0.0579868 0.0536398 0.0596922 0.0445092 0.043717 0.0384336 0.0345392 0.0304836 0.0296533 0.00507655
threshold=0.104035 -0.41304999999999997 0.12492500000000002 0.077755000000000005 0.13662500000000002 0.089765000000000025 0.088595000000000021 0.079415000000000013 0.11844 -1.0000000180025095e-35 -0.023474999999999996 -0.0071249999999999985 -0.12324999999999998 1.0000000180025095e-35 -0.097074999999999981 -0.062424999999999994 0.0071950000000000009 -0.013204999999999998 -0.011584999999999998 -0.016219999999999995 -0.093659999999999979 -0.0083299999999999989 -0.011764999999999999 -0.057864999999999993 0.11661000000000001 0.087745000000000004 -0.017654999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 9 13 7 -1 15 10 -3 -8 -11 14 -5 -7 20 25 19 -19 -17 -20 -18 -6 -22 26 -16
right_child=1 2 -4 5 23 8 11 -9 -10 12 -12 -13 -14 -15 17 16 22 18 21 -21 24 -23 -24 -25 -26 -27 -28
leaf_value=0.00060574143395938191 0.00080833106348663275 -4.4065142054697804e-05 0.00058785528102161871 0.00060838253185984314 6.0174854742576613e-05 0.0006385461492223898 0.00033413895995216934 0.00092603202588048572 0.00050700177664804056 0.00022389674688171212 0.00027950370883161673 0.00058767095119448363 0.00043820548109441956 0.0010043954589399476 0.0009842886342543147 0.00068865797637004749 0.00076651917697830843 0.00081457026317260841 0.00073528452882325027 0.00090303873612028419 0.00080817721733515756 0.00084521558736734722 0.0006423999462757395 -5.541695428083732e-05 0.00072525164746937759 0.00084835946477777879 0.00091572469016598472
leaf_weight=90 60 52 67 54 53 60 55 59 55 71 53 76 87 60 52 52 57 165 89 202 389 87 65 60 66 58 52
leaf_count=90 60 52 67 54 53 60 55 59 55 71 53 76 87 60 52 52 57 165 89 202 389 87 65 60 66 58 52
internal_value=0 0.000306956 0.00023897 0.000770201 0.000176708 0.000797918 0.000615353 0.000732804 0.000739133 0.000253149 0.000118925 0.000481495 0.000342125 0.000851277 0.000839126 0.000757611 0.000768913 0.00085675 0.000839591 0.00086336 0.000785263 0.000789826 0.000700679 -8.89582e-07 0.000796226 0.000914049 0.000950345
internal_weight=0 503 443 1843 376 1563 280 149 744 263 105 131 158 819 759 689 629 705 543 367 507 176 122 113 455 162 104
internal_count=2346 503 443 1843 376 1563 280 149 744 263 105 131 158 819 759 689 629 705 543 367 507 176 122 113 455 162 104
is_linear=0
shrinkage=0.0032998


Tree=8594
num_leaves=25
num_cat=0
split_feature=4 12 10 2 2 4 2 4 2 4 0 2 4 4 2 160 157 1447 475 12 12 12 2 4
split_gain=6.10998 2.50705 0.806243 0.663563 0.49688 0.475996 0.334451 0.325172 0.278124 0.22468 0.17356 0.165 0.125825 0.117074 0.124497 0.12555 0.118981 0.078545 0.0875046 0.0764394 0.0728853 0.0559141 0.0489672 0.0478044
threshold=0.36766000000000004 0.077755000000000005 -1.0000000180025095e-35 0.10981000000000002 0.12454500000000002 -0.14538499999999996 0.14062000000000005 -0.00013999999999999996 -0.0050599999999999994 0.053010000000000009 -0.11912999999999999 0.09036000000000001 0.064645000000000022 -0.078129999999999991 0.084095000000000017 -0.0056949999999999995 -0.095909999999999981 -0.051529999999999992 -0.083344999999999989 0.09202500000000001 0.085785000000000014 0.091085000000000013 0.084825000000000025 0.49433000000000005
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 2 -1 5 9 -4 8 -7 -2 13 -5 -9 -11 14 20 -16 -15 -18 -19 -14 -3 -22 -17 -10
right_child=6 4 3 10 -6 7 -8 11 23 12 -12 -13 19 16 15 22 17 18 -20 -21 21 -23 -24 -25
leaf_value=5.6250128631991748e-05 -2.2667182214087878e-05 0.00090442059935679658 0.00078569877486471117 0.00011365035385265837 0.00038794420664866464 0.00031360516461590815 -0.00014403934817290275 0.00072052863924606896 0.000175986043576346 0.00046091856488092675 0.00038321318634762232 0.00045710006818122797 0.00075049326197101614 0.00054022563077016741 0.00057152031672735317 0.00083748265666050274 0.00079884677915712226 0.00077873083568290769 0.00067474186586503567 0.00057551410201785505 0.00071776962733544373 0.00086114908309891541 0.00072521489510041497 0.00031786915852696719
leaf_weight=60 66 76 73 53 56 82 58 54 52 56 52 52 52 54 56 55 88 110 586 64 85 52 299 55
leaf_count=60 66 76 73 53 56 82 58 54 52 56 52 52 52 54 56 55 88 110 586 64 85 52 299 55
internal_value=0 0.00063789 0.00041147 0.000469607 0.000694976 0.000558832 7.25045e-05 0.000470552 0.000145307 0.000705484 0.000247484 0.000591632 0.000591514 0.000718877 0.000753785 0.000719455 0.000692882 0.000703352 0.000691228 0.000654257 0.000819702 0.000772448 0.000742757 0.000249246
internal_weight=0 2115 426 366 1689 261 231 188 173 1633 105 106 172 1461 623 410 838 784 696 116 213 137 354 107
internal_count=2346 2115 426 366 1689 261 231 188 173 1633 105 106 172 1461 623 410 838 784 696 116 213 137 354 107
is_linear=0
shrinkage=0.0032998


Tree=8595
num_leaves=12
num_cat=0
split_feature=3 147 148 9 1456 3 4 15 3 47 15
split_gain=0.0870916 0.0982589 0.183463 0.141175 0.0842718 0.0911571 0.0897202 0.0805387 0.080002 0.0664659 0.0350199
threshold=0.149315 0.091385000000000008 -0.079549999999999996 0.037245000000000007 -0.23007499999999997 -0.10077999999999999 -0.37983499999999992 -0.097499999999999989 -0.15680499999999997 0.11227500000000001 -0.086189999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6 -9 -8 -2
right_child=10 -3 3 -5 5 6 9 8 -10 -11 -12
leaf_value=-0.0053165253021517402 0.0014457188341607695 0.010763011313295594 0.010097622639514888 0.012024239611634093 0.0064287568778671235 0.009671131690208579 0.0037757069430690965 0.0025713369299827276 -0.0037652597098334767 -0.0013662940990046973 -0.0042284087560398058
leaf_weight=65 75 54 54 57 53 71 1592 104 123 74 52
leaf_count=65 75 54 54 57 53 71 1592 104 123 74 52
internal_value=0 0.00365517 0.00347932 0.00374884 0.00352021 0.00334322 0.00379762 0.000517915 -0.000854235 0.00354623 -0.0008634
internal_weight=0 2247 2193 2128 2071 2017 1737 280 227 1666 127
internal_count=2374 2247 2193 2128 2071 2017 1737 280 227 1666 127
is_linear=0
shrinkage=0.16829


Tree=8596
num_leaves=21
num_cat=0
split_feature=4 2 13 2 39 14 0 2 16 16 16 4 42 1213 42 15 4 15 2 13
split_gain=11.2542 2.29988 1.0978 1.02537 0.536982 0.41013 0.706631 0.326258 0.324227 0.279973 0.543175 0.276112 0.180111 0.168542 0.197775 0.104036 0.100452 0.0871876 0.0422209 0.0351721
threshold=0.36766000000000004 0.10124000000000001 -0.28558999999999996 -1.0000000180025095e-35 0.081875000000000017 0.062655000000000016 -0.11471499999999998 0.14019000000000004 -0.095494999999999983 -0.0088649999999999996 0.26538000000000006 0.053255000000000004 0.088020000000000015 0.060985000000000004 0.090040000000000023 -0.033689999999999991 -0.082184999999999994 -0.42759999999999992 0.11067500000000001 -0.071244999999999989
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 -3 -1 9 6 8 12 -5 15 -11 13 17 14 -8 -4 -15 -2 -12 -13
right_child=7 2 4 5 -6 -7 11 -9 -10 10 18 19 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=0.00042854667384765316 0.00024014246125342046 9.3404020243200103e-05 0.00066287607316114984 0.00072173264863463818 0.0003277546583286373 0.0010817301154315319 0.00084622039400826315 -0.00018921714035457265 0.00035811289082428668 0.0003084040403036373 0.00075622303852965233 0.00072037238741161022 -6.3144592007527124e-05 0.0010472818960258151 0.0007443062769219871 0.00084314933986593689 0.00086608794861285871 5.8912266305443417e-05 0.000631239494871837 0.00059188726144713665
leaf_weight=80 60 55 72 55 71 60 869 71 53 63 53 52 66 61 282 74 84 57 84 52
leaf_count=80 60 55 72 55 71 60 869 71 53 63 53 52 66 61 282 74 84 57 84 52
internal_value=0 0.00073567 0.000532357 0.000793879 0.000590168 0.000812496 0.000801761 5.09291e-07 0.000543616 0.000643915 0.000563019 0.000821649 7.43115e-05 0.000834877 0.000821282 0.000754489 0.000942557 0.000152152 0.000679848 0.000656469
internal_weight=0 2120 472 1648 417 1568 1508 254 108 346 200 1400 183 1296 1151 146 145 117 137 104
internal_count=2374 2120 472 1648 417 1568 1508 254 108 346 200 1400 183 1296 1151 146 145 117 137 104
is_linear=0
shrinkage=0.0032998


Tree=8597
num_leaves=15
num_cat=0
split_feature=1213 52 3 13 1186 52 16 157 13 157 3 41 3 42
split_gain=0.127409 0.148964 0.0890231 0.161516 0.0863638 0.0616044 0.0913761 0.11712 0.156298 0.133737 0.110875 0.0908357 0.182831 0.0505103
threshold=-0.10863999999999999 0.048675000000000003 0.149315 -0.48634999999999995 0.084100000000000022 -0.56226999999999994 -0.0088649999999999996 -0.08107499999999998 -0.066659999999999983 -0.074759999999999979 -0.154195 0.079300000000000009 -0.14162499999999997 0.090040000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 11 8 -8 -9 -11 12 -7 -14
right_child=2 -3 3 -5 -6 6 7 9 -10 10 -12 -13 13 -15
leaf_value=0.003648981280842835 0.0097801288608554433 -0.0085721405085446133 0.0062506081176843991 -0.0058857080432222998 -0.0026994286369348588 0.014522870230736212 0.0036659391654076628 0.011440793273488046 -0.0088388825735291054 -0.004805114604233089 0.0032944445372882869 -0.0015577178799926516 0.0052351878805005185 0.0027514662251331519
leaf_weight=59 52 54 54 73 55 55 56 52 57 53 480 62 894 318
leaf_count=59 52 54 54 73 55 55 56 52 57 53 480 62 894 318
internal_value=0 -0.0021753 0.0036055 -0.000711238 0.00386324 0.00403772 0.00388952 0.0023253 -0.0026259 0.00328476 0.00248568 0.00470971 0.00501782 0.004585
internal_weight=0 113 2261 127 2134 2079 2027 698 113 585 533 1329 1267 1212
internal_count=2374 113 2261 127 2134 2079 2027 698 113 585 533 1329 1267 1212
is_linear=0
shrinkage=0.16829


Tree=8598
num_leaves=10
num_cat=0
split_feature=0 10 2 12 1452 147 0 15 15
split_gain=0.165513 0.100306 0.135865 0.0909329 0.0668598 0.0660697 0.10274 0.111232 0.09822
threshold=0.14486500000000005 0.058500000000000003 -0.013254999999999998 -0.11875499999999999 0.091225000000000014 0.091385000000000008 -0.13314999999999996 -0.016949999999999996 0.12011500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -8
right_child=-2 -3 3 4 -6 -7 8 -9 -10
leaf_value=0.010874549732293719 -0.0062607036921626625 -0.0042341232229315216 0.0094107097252620203 0.001656114188128186 0.0084042605802133238 0.0084197649064456873 0.0031268128652557846 -0.0058570349170954531 -0.0040219347446242984
leaf_weight=63 56 53 60 179 58 54 1714 81 56
leaf_count=63 56 53 60 179 58 54 1714 81 56
internal_value=0 0.00298843 0.00315823 0.00293665 0.00275447 0.00259636 0.00244057 -0.000677611 0.00289962
internal_weight=0 2318 2265 2202 2142 2084 2030 260 1770
internal_count=2374 2318 2265 2202 2142 2084 2030 260 1770
is_linear=0
shrinkage=0.16829


Tree=8599
num_leaves=24
num_cat=0
split_feature=12 2 2 2 2 51 12 0 43 2 0 0 52 52 159 52 2 51 1212 0 51 2 42
split_gain=2.49806 1.24203 0.640276 0.85625 0.584182 0.270034 0.260832 0.20216 0.13695 0.130223 0.165303 0.115118 0.10376 0.1022 0.0931953 0.0737688 0.0897567 0.0698869 0.0598617 0.0565222 0.056279 0.0381224 0.0287925
threshold=0.023990000000000004 0.13290500000000002 0.14234000000000005 -1.0000000180025095e-35 0.10272000000000002 -0.020604999999999995 0.10823500000000001 -0.064304999999999987 -0.078139999999999973 0.087610000000000007 -0.066659999999999983 -0.096594999999999986 -0.014149999999999998 -0.088584999999999983 0.10275500000000001 -0.53283999999999987 0.097070000000000004 -0.085504999999999984 0.086680000000000021 -0.14582499999999995 0.078435000000000019 0.089540000000000022 0.087075000000000014
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 6 3 8 13 -6 9 -8 -1 10 17 -11 -7 -5 15 -13 -17 -2 20 -14 -19 -15 -20
right_child=1 -3 -4 4 5 12 7 -9 -10 11 -12 14 19 21 -16 16 -18 18 22 -21 -22 -23 -24
leaf_value=0.00016983607510558248 0.00092061244666080569 0.00030953884387594296 0.00024159167031915455 0.0008538642553827813 0.00070120206701344389 0.00031078477675006562 0.00072402645831151863 0.00046611499226913887 0.00040658016439113848 0.00063112838842859344 0.00063433216358369361 0.00084057119885650995 0.00041989006794445781 0.00076034650984230299 0.00089580530480894789 0.00075836265758735929 0.00065140089024803881 0.00078277810785099553 0.00091979403625754345 0.00056795466760648709 0.00090046720821895505 0.00063515864359732195 0.00081248180218888757
leaf_weight=56 71 68 88 69 56 52 93 53 52 90 59 83 63 53 53 342 122 542 76 56 53 67 57
leaf_count=56 71 68 88 69 56 52 93 53 52 90 59 83 63 53 53 342 122 542 76 56 53 67 57
internal_value=0 0.000747683 0.000502757 0.00054655 0.000614588 0.000501288 0.00076525 0.000630642 0.00028415 0.000777923 0.000805561 0.000743505 0.000435613 0.000750482 0.000760303 0.000747109 0.000730315 0.000818161 0.000808121 0.000489864 0.000793321 0.000690744 0.000874068
internal_weight=0 1762 612 524 416 227 1694 146 108 1548 858 690 171 189 600 547 464 799 728 119 595 120 133
internal_count=2374 1762 612 524 416 227 1694 146 108 1548 858 690 171 189 600 547 464 799 728 119 595 120 133
is_linear=0
shrinkage=0.0032998


Tree=8600
num_leaves=15
num_cat=0
split_feature=10 2 1429 51 1 14 48 1 52 1 16 0 16 2
split_gain=0.159876 0.123529 0.0697658 0.141004 0.0889527 0.0725893 0.0572209 0.0585114 0.093408 0.0919674 0.0758691 0.14408 0.107053 0.00516388
threshold=-1.0000000180025095e-35 -0.013254999999999998 0.084690000000000015 -0.084079999999999988 0.14262000000000002 0.076175000000000007 0.12474000000000002 0.10335000000000001 0.12441000000000001 0.10678500000000002 -0.019164999999999998 -0.092904999999999988 -0.053214999999999991 0.091895000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 10 9 -9 12 -12 -2 -5
right_child=2 -3 3 13 -6 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.0023449151003218276 0.0031520006961589884 -0.0084991966129653734 -0.0075445915107748979 0.0018707146065142736 -0.0036584419482793905 0.0087543061318934284 0.0085548095110021573 -0.006713046267040103 0.0073702279166486164 0.001190129208134965 0.013259270846961917 0.004121468514251634 -0.0024461539338047713 0.0043313435882746431
leaf_weight=56 902 63 53 52 52 69 55 52 53 210 54 539 108 52
leaf_count=56 902 63 53 52 52 69 55 52 53 210 54 539 108 52
internal_value=0 -0.00338099 0.00294181 -0.000469829 0.00319846 0.00337395 0.00318488 0.00302996 0.000925304 -0.000371583 0.00344241 0.00495661 0.00255161 0.0031183
internal_weight=0 119 2251 157 2094 2042 1973 1918 315 262 1603 593 1010 104
internal_count=2370 119 2251 157 2094 2042 1973 1918 315 262 1603 593 1010 104
is_linear=0
shrinkage=0.16829


Tree=8601
num_leaves=23
num_cat=0
split_feature=4 13 43 4 133 457 15 13 0 43 12 1456 12 12 12 160 0 4 12 160 14 0
split_gain=0.117879 0.103764 0.191597 0.0959969 0.0684011 0.06968 0.095313 0.0628027 0.0585007 0.0615029 0.0917136 0.052133 0.0455741 0.0979535 0.0610013 0.0886419 0.0476691 0.043319 0.0375417 0.0631862 0.0345035 0.0257424
threshold=-0.0087849999999999977 -0.10899499999999999 0.055170000000000004 -0.0065299999999999993 0.085275000000000004 0.083995000000000014 -0.0078799999999999981 -0.014114999999999997 -0.14076499999999997 -0.23919999999999997 -0.007389999999999999 0.086095000000000019 0.092395000000000019 0.093670000000000017 0.091515000000000013 0.041405000000000004 -0.077809999999999976 0.0053900000000000016 0.090465000000000004 -0.0048599999999999989 -0.23960999999999996 -0.090889999999999985
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=8 2 -2 -3 5 6 17 18 -1 -10 -11 12 14 -14 15 -12 -15 21 19 -6 -19 -5
right_child=1 3 -4 4 7 -7 -8 -9 9 10 11 -13 13 16 -16 -17 -18 20 -20 -21 -22 -23
leaf_value=0.0076233681203343321 -0.0085064788852927953 -0.0052510984562237246 0.0042262543174485072 0.0031651450537502398 -0.0042106639286844105 -0.0020637197625760734 0.010493083280316536 -0.005397269909833931 0.0070083864926822172 -0.0037763238055105413 0.0029095285900799001 0.00783953945753358 0.010559985875062855 0.0072828212400809752 -0.0035329312691635946 -0.0037414807718781154 0.0019246234648532755 0.0057147036441438943 0.0048134698571712826 0.0032934698411285924 0.00095983871046415731 0.0083872082901557971
leaf_weight=79 85 56 55 56 64 66 53 55 96 61 645 58 58 59 54 62 241 53 54 63 243 54
leaf_count=79 85 56 55 56 64 66 53 55 96 61 645 58 58 59 54 62 241 53 54 63 243 54
internal_value=0 0.000737946 -0.0034915 0.0014649 0.00196147 0.00303161 0.00376819 -0.000411525 0.00315971 0.00289403 0.00257353 0.00290415 0.00264673 0.00421674 0.00190579 0.00232373 0.00298439 0.00288588 0.00109356 -0.000473995 0.00181729 0.00574504
internal_weight=0 957 140 817 761 525 459 236 1413 1334 1238 1177 1119 358 761 707 300 406 181 127 296 110
internal_count=2370 957 140 817 761 525 459 236 1413 1334 1238 1177 1119 358 761 707 300 406 181 127 296 110
is_linear=0
shrinkage=0.16829


Tree=8602
num_leaves=18
num_cat=0
split_feature=3 9 4 3 475 43 4 52 3 3 2 4 1209 51 52 2 48
split_gain=0.133612 0.0765644 0.0690874 0.109338 0.0621061 0.0559017 0.0522818 0.0449769 0.101102 0.0967446 0.0975822 0.08185 0.0408695 0.0502163 0.0507625 0.0373276 0.0361242
threshold=0.32329500000000005 -1.0000000180025095e-35 -0.021234999999999997 -0.10468499999999999 -0.082549999999999998 -0.14005499999999999 -0.50388999999999984 0.0074400000000000013 -0.0083149999999999977 -0.0044449999999999993 0.096120000000000025 0.061375000000000006 0.083050000000000013 -0.06512999999999998 -0.16371499999999997 0.085145000000000012 0.085890000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -6 9 16 11 -11 -7 13 -8 -15 -14 -9
right_child=-2 2 3 5 6 7 12 8 -10 10 -12 -13 15 14 -16 -17 -18
leaf_value=-0.0037996655053208969 -0.0058861021694733909 0.0073496924429026457 -0.0040190591898476369 0.0068414367997209511 0.0075716778606460377 0.0020115226654481601 0.006418147747817851 0.0025443288962621233 -0.0068308608417427356 0.010496436740365961 0.0024083773328248113 -0.0035377352797332823 0.0087832802255789402 -0.0025778827886596988 0.0020909184975820261 0.0026786942723007706 -0.0025579044372332623
leaf_weight=62 62 90 102 58 60 392 69 158 55 69 111 93 52 72 748 65 52
leaf_count=62 62 90 102 58 60 392 69 158 55 69 111 93 52 72 748 65 52
internal_value=0 0.00202371 0.00218526 0.00122133 0.00309261 0.00176416 0.00273151 0.00144558 -0.000402658 0.00218479 0.00551878 0.000943734 0.00244104 0.00204865 0.00167878 0.0054072 0.00127236
internal_weight=0 2308 2246 1090 1156 988 1066 930 265 665 180 485 1006 889 820 117 210
internal_count=2370 2308 2246 1090 1156 988 1066 930 265 665 180 485 1006 889 820 117 210
is_linear=0
shrinkage=0.16829


Tree=8603
num_leaves=23
num_cat=0
split_feature=15 13 49 13 13 15 49 15 52 157 48 42 43 15 475 15 1213 42 132 1209 15 133
split_gain=1.86184 0.893291 0.508538 0.264397 0.261493 0.254814 0.196103 0.299265 0.253832 0.223628 0.181211 0.135391 0.127919 0.120873 0.10084 0.067467 0.0995454 0.0587239 0.0571591 0.0521893 0.0443949 0.0440577
threshold=-0.24269999999999997 -0.23438999999999996 -0.020999999999999994 -0.016999999999999998 -0.059914999999999989 0.0056700000000000006 -1.0000000180025095e-35 -0.03886499999999999 0.0043000000000000009 -0.080299999999999996 0.085775000000000004 0.088285000000000016 -0.085224999999999981 -0.19301999999999997 -0.081629999999999994 0.087720000000000006 -0.088064999999999991 0.085790000000000019 -0.040939999999999997 0.088500000000000009 0.084150000000000016 -0.07218999999999999
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 4 -1 11 6 12 13 9 -9 -6 -3 -4 -8 -15 16 -7 20 -17 21 -18 -20
right_child=1 2 5 -5 10 15 7 8 -10 -11 -12 -13 -14 14 -16 18 17 -19 19 -21 -22 -23
leaf_value=0.00023570748513526452 0.00036190460551863574 0.00077665401169177786 0.00091424482921117123 0.00048704435507731012 0.00037540403200914764 0.00068641288702189459 0.00086524203978305826 0.00048082472206946317 0.00037038864024861468 0.00071952718002784861 0.00060244041497032794 0.00056612014964455991 0.00071083763527039735 0.00083214988961537336 0.00067967245632849862 0.00085144948239131255 0.00088587899596718816 0.00093833975003584436 0.00078517022199628818 0.00083213381043879689 0.00077375535696737135 0.00070041569688023898
leaf_weight=103 86 77 65 83 81 61 52 70 54 115 75 62 76 55 479 54 64 55 96 56 131 320
leaf_count=103 86 77 65 83 81 61 52 70 54 115 75 62 76 55 479 54 64 55 96 56 131 320
internal_value=0 0.000692364 0.000705894 0.000348053 0.000578299 0.000726751 0.00068988 0.000670187 0.000571024 0.000629398 0.000484782 0.000683 0.000804857 0.000710571 0.000695443 0.000769261 0.000809144 0.000838949 0.000745614 0.000733431 0.000810736 0.000720059
internal_weight=0 2184 2098 186 295 1803 966 825 239 185 156 139 141 586 534 837 311 250 526 472 195 416
internal_count=2370 2184 2098 186 295 1803 966 825 239 185 156 139 141 586 534 837 311 250 526 472 195 416
is_linear=0
shrinkage=0.0032998


Tree=8604
num_leaves=13
num_cat=0
split_feature=2 42 48 1447 158 13 13 13 43 124 3 47
split_gain=0.103929 0.0909467 0.0609432 0.0568343 0.0633044 0.0877553 0.0771145 0.106214 0.0519869 0.0477108 0.0382333 0.0302623
threshold=0.14461000000000004 0.093195000000000014 0.10911000000000001 -0.086219999999999977 0.10654500000000001 -0.074219999999999994 -0.15714499999999998 -0.10099999999999999 -0.22778999999999996 -0.087104999999999988 -0.11128999999999999 0.10843500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -5 -8 10 -10 -9 -4
right_child=1 -3 11 4 5 -7 7 8 9 -11 -12 -13
leaf_value=0.006446657645904812 -0.0071254474070983342 0.0023307114955152808 0.0090990845174501577 0.0069598665210900534 -0.0066814519633067128 0.0027690446227025024 -0.0050494883364930231 0.0086450944885214757 -0.0030130274147434125 0.0020586692820304619 0.0026253510037012534 0.0033382898090826207
leaf_weight=82 64 52 53 90 56 55 60 58 54 1629 64 53
leaf_count=82 64 52 53 90 56 55 60 58 54 1629 64 53
internal_value=0 -0.00287099 0.00228787 0.00209222 0.00191852 -0.00198259 0.00214093 0.00190742 0.00213967 0.00189487 0.00550192 0.00623564
internal_weight=0 116 2254 2148 2066 111 1955 1865 1805 1683 122 106
internal_count=2370 116 2254 2148 2066 111 1955 1865 1805 1683 122 106
is_linear=0
shrinkage=0.16829


Tree=8605
num_leaves=14
num_cat=0
split_feature=1213 403 40 403 4 15 13 14 16 147 16 403 15
split_gain=0.12805 0.175561 0.0944352 0.10037 0.062691 0.193553 0.0575241 0.0719549 0.0539612 0.0884327 0.0454395 0.0548491 0.0376937
threshold=-0.021674999999999996 -0.085404999999999981 0.0046150000000000002 -0.53317999999999988 0.40124500000000002 -0.4680149999999999 -0.16392499999999996 0.019675000000000002 -0.41863499999999992 1.0000000180025095e-35 -0.069894999999999985 0.0054350000000000006 -0.26826999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -5 8 -8 -10 11 -3 -7
right_child=2 10 -4 4 5 12 7 -9 9 -11 -12 -13 -14
leaf_value=0.01199194346154939 -0.0040354247647420103 -0.0021573915091315119 -0.00529247081327755 -0.0019671242426450848 0.0063191309090502284 -0.0074013305238069755 0.0068091070745843517 0.0085290315592728011 0.0024842846685803385 -0.0037649632959205551 0.0063142027748742773 0.0040891052047536975 -0.0017466478384718664
leaf_weight=82 79 71 54 80 73 64 76 57 1395 67 77 90 72
leaf_count=82 79 71 54 80 73 64 76 57 1395 67 77 90 72
internal_value=0 0.00526929 0.00164178 0.00183345 0.0020805 -0.000660992 0.00242364 0.002645 0.00242576 0.00219667 0.00294554 0.00132328 -0.00442089
internal_weight=0 320 2017 1963 1884 209 1675 1595 1538 1462 238 161 136
internal_count=2337 320 2017 1963 1884 209 1675 1595 1538 1462 238 161 136
is_linear=0
shrinkage=0.16829


Tree=8606
num_leaves=20
num_cat=0
split_feature=9 3 43 42 1429 3 482 160 160 131 14 1 1 4 49 3 3 43 43
split_gain=0.12904 0.104582 0.161356 0.134513 0.170943 0.165876 0.125741 0.143595 0.0973142 0.0807872 0.162404 0.116789 0.157328 0.0658629 0.037375 0.110707 0.0283745 0.029513 0.0259486
threshold=0.088235000000000022 -0.086964999999999987 0.035255000000000009 0.087005000000000013 0.08357500000000001 -0.11756999999999999 0.093000000000000013 0.051820000000000005 0.085330000000000003 0.095205000000000026 -0.074569999999999984 0.11203500000000001 0.089625000000000024 0.014585000000000002 -0.07107999999999999 -0.021559999999999996 -0.090769999999999976 -0.068859999999999991 -0.091869999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 10 -3 12 -12 -13 -10 -16 18 -18 -7
right_child=-2 6 -4 -5 -6 16 -8 8 14 -11 11 13 -14 -15 15 -17 17 -19 -20
leaf_value=-0.005447262861774064 -0.0059170191447460328 -0.0090743646484363373 0.011225165583951183 0.0088387148778023474 0.0099077911720270653 0.0054858737384678759 0.0074721351726178961 0.010462092830545751 0.0064453156741136122 0.0051140430247544602 0.00076334365255933956 0.0089827779168177458 -0.0042321312685120495 0.001875121474862847 0.0049501478205127517 -0.004879193943905495 -0.0025481764316275008 0.0027444744656608053 0.0013086536744098232
leaf_weight=102 60 55 74 89 62 104 88 61 55 89 774 59 232 101 86 52 53 68 73
leaf_count=102 60 55 74 89 62 104 88 61 55 89 774 59 232 101 86 52 53 68 73
internal_value=0 0.0019827 0.00383839 0.00284308 0.00168418 0.000405032 0.00127955 0.000929967 0.00459241 0.000218474 -0.000136898 0.00028314 -0.000386908 0.0045073 0.00272791 0.00123332 0.0024142 0.000411358 0.00377322
internal_weight=0 2277 625 551 462 400 1652 1564 254 1310 1221 1166 1006 160 193 138 298 121 177
internal_count=2337 2277 625 551 462 400 1652 1564 254 1310 1221 1166 1006 160 193 138 298 121 177
is_linear=0
shrinkage=0.16829


Tree=8607
num_leaves=15
num_cat=0
split_feature=403 403 12 403 132 3 41 151 16 3 12 13 402 133
split_gain=0.0727889 0.136662 0.260323 0.0950168 0.124733 0.225479 0.0621205 0.0644929 0.0781236 0.0685866 0.0515722 0.0373056 0.0366523 0.0318648
threshold=-0.53317999999999988 -0.072134999999999991 0.084595000000000017 -0.016149999999999994 0.098425000000000012 0.31400500000000003 0.077565000000000009 -0.080284999999999981 0.041625000000000002 -0.14906999999999998 0.087470000000000006 0.00084500000000000016 -0.069884999999999989 -0.011534999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 -5 -9 -4 12 -12 -14
right_child=1 3 10 4 -6 -7 -8 9 -10 -11 11 -13 13 -15
leaf_value=-0.003533356418077041 0.014142011413567818 -0.0054792028068508854 -0.00073713710843927407 0.0051927531434378974 0.0084538217746069934 -0.0098084940748192576 -0.003231768794560037 0.0054015277854419941 -0.0020016130525990711 0.00072463705713365716 0.0083665430788313917 0.00013212457058978981 0.0059010359363617024 0.00034771214259478377
leaf_weight=79 66 61 95 232 66 53 80 96 52 1217 63 58 63 56
leaf_count=79 66 61 95 232 66 53 80 96 52 1217 63 58 63 56
internal_value=0 0.00165683 0.00447563 0.00104717 0.00126984 0.000994726 0.00133722 0.00156723 0.00386915 0.00106796 0.00256584 0.00388076 0.00506551 0.0033028
internal_weight=0 2258 401 1857 1796 1730 1677 1597 284 1313 335 240 182 119
internal_count=2337 2258 401 1857 1796 1730 1677 1597 284 1313 335 240 182 119
is_linear=0
shrinkage=0.16829


Tree=8608
num_leaves=18
num_cat=0
split_feature=1209 403 403 12 13 16 159 3 4 151 151 48 43 15 15 42 13
split_gain=0.0755419 0.0796359 0.0706615 0.119265 0.0723948 0.0652422 0.0579055 0.0990074 0.0687605 0.0898008 0.118102 0.0748606 0.0506968 0.0505626 0.0451018 0.0276506 0.0204898
threshold=0.082105000000000011 -0.53202999999999989 -0.072134999999999991 0.084595000000000017 0.24154 -0.077589999999999978 0.10275500000000001 -0.070889999999999995 0.40124500000000002 -0.072119999999999976 -0.083694999999999978 0.11077000000000002 -0.078059999999999977 -0.42759999999999992 0.090385000000000007 -0.015274999999999999 -0.012149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -2 8 12 9 10 -4 -11 -8 -10 15 -5 -15
right_child=5 2 4 14 -6 -7 7 -9 13 11 -12 -13 -14 16 -16 -17 -18
leaf_value=-0.0055202041818063997 0.0022985606703603704 0.010067626307681035 0.0017150297736429573 0.0025319918997703146 -0.0046558343265382558 0.0097216529138164174 -0.0035884315504163457 0.0077300629424607971 0.0014153686009875312 -4.7285712503043157e-06 0.010090844632574076 0.0059640379668838266 0.0037392157857555888 -0.0024150268322921894 0.0057133219988645097 -0.0014114306450997609 -0.0071650737394174024
leaf_weight=52 97 62 190 103 68 52 52 91 55 1064 64 63 55 52 65 98 54
leaf_count=52 97 62 190 103 68 52 52 91 55 1064 64 63 55 52 65 98 54
internal_value=0 0.000980987 0.0011401 0.00341412 0.00072656 0.00490123 0.000937939 0.00364896 0.000588666 0.000973331 0.00383254 0.000327335 0.000161326 -0.00269969 0.00185654 0.00060039 -0.00485181
internal_weight=0 2188 2136 328 1808 149 1740 198 1542 1381 254 1127 107 161 266 201 106
internal_count=2337 2188 2136 328 1808 149 1740 198 1542 1381 254 1127 107 161 266 201 106
is_linear=0
shrinkage=0.16829


Tree=8609
num_leaves=25
num_cat=0
split_feature=1456 1 12 12 49 49 48 16 16 133 0 474 1456 1213 0 48 0 403 4 133 52 0 133 12
split_gain=0.0770552 0.0741628 0.158649 0.212451 0.0786669 0.173653 0.1489 0.0583344 0.108684 0.0652046 0.0601527 0.0575973 0.0510925 0.0403569 0.0604064 0.0499674 0.0631106 0.0441342 0.0363992 0.0347656 0.0307498 0.0289969 0.0225929 0.0171504
threshold=0.088395000000000015 0.083835000000000007 0.083725000000000008 0.081420000000000006 -0.07107999999999999 -0.020999999999999994 0.086035000000000014 -0.23071499999999998 -0.101115 0.024130000000000002 -0.10023499999999998 0.089265000000000011 0.10620000000000002 0.060985000000000004 -0.090569999999999984 0.088145000000000015 -0.069884999999999989 0.0054350000000000006 -0.010419999999999997 0.40962500000000007 0.085625000000000021 -0.050864999999999994 0.08622500000000001 0.088965000000000002
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 2 3 18 6 -6 -3 10 -9 11 -7 -10 -2 14 22 16 17 -16 -1 -11 -15 -18 23 -4
right_child=12 4 13 -5 5 7 -8 8 9 19 -12 -13 -14 20 15 -17 21 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00043050778590976278 -0.0071444828399184687 -0.0027783597880564489 0 0.015495973398416718 -0.0071514153440245106 0.0063983459640705818 0.0085486782053664119 -0.0076050611310490871 0.00041055517185351135 -0.006318810057555641 -7.1432750942852768e-06 0.0055397293894016162 6.1280831756528476e-05 0.006833072413143992 -0.00086464880317504848 -0.0037884057479972669 0.0067342717324589164 0.0031567050255315752 0.0054621970441042561 -0.00027109367128710124 0.0018285789552762166 0.0015993439481778689 0.0062077158047917445 0.0043230741967013857
leaf_weight=53 52 55 52 55 96 84 81 53 389 55 81 74 59 61 414 78 61 95 66 54 84 66 66 53
leaf_count=53 52 55 52 55 96 84 81 53 389 55 81 74 59 61 414 78 61 95 66 54 84 66 66 53
internal_value=0 0.00124118 0.00213627 0.00683889 0.000184926 -0.0003917 0.00395468 0.00042746 -0.000312954 0.000359573 0.00324294 0.00123422 -0.00329821 0.00134011 0.000911074 0.000227975 0.000723375 -0.000110572 0.00282262 -0.00333918 0.00394631 0.00407987 0.00375281 0.00219261
internal_weight=0 2226 1204 174 1022 886 136 790 625 572 165 463 111 1030 885 714 636 509 119 109 145 127 171 105
internal_count=2337 2226 1204 174 1022 886 136 790 625 572 165 463 111 1030 885 714 636 509 119 109 145 127 171 105
is_linear=0
shrinkage=0.16829


Tree=8610
num_leaves=15
num_cat=0
split_feature=0 4 4 13 10 52 130 1375 456 157 475 0 52 16
split_gain=0.0704612 0.116597 0.126997 0.108565 0.133388 0.074468 0.0739167 0.056668 0.0574036 0.0639103 0.0619503 0.0525333 0.0504657 0.0445498
threshold=-0.13010499999999997 0.07252500000000002 0.36766000000000004 -0.40078499999999995 -0.0091199999999999979 -0.0065299999999999993 -0.016449999999999996 -0.082349999999999993 0.08759500000000002 -0.078064999999999982 -0.081774999999999973 -0.10566999999999999 -0.080429999999999988 -0.087569999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 12 13 -8 9 10 -9 -11 -1 -6
right_child=3 2 -4 4 6 -7 7 8 -10 11 -12 -13 -14 -15
leaf_value=-0.0052295531555907743 0.0083617182596262291 0.0082492877199291624 -0.0020439306887462291 -0.0061608871720777161 0.0021002238086618927 -0.0099579379353059109 0.0060459929756939033 -0.00070462335231556445 -0.0041788378977175959 -0.0048997555488453758 0.0059410856442368796 0.00044549450856308612 0.0014790588802579231 0.0084996345285321077
leaf_weight=78 52 53 94 80 76 54 52 60 74 54 115 1435 53 53
leaf_count=78 52 53 94 80 76 54 52 60 74 54 115 1435 53 53
internal_value=0 -0.00187398 0.00165501 0.00076774 0.000569299 -0.0046878 0.000850806 0.000569277 0.000404383 0.000609284 0.00365229 0.000250437 -0.00250167 0.00474337
internal_weight=0 332 147 2051 1999 185 1919 1790 1738 1664 175 1489 131 129
internal_count=2383 332 147 2051 1999 185 1919 1790 1738 1664 175 1489 131 129
is_linear=0
shrinkage=0.16829


Tree=8611
num_leaves=14
num_cat=0
split_feature=0 4 4 4 49 50 0 10 51 49 2 48 124
split_gain=0.0487546 0.0806256 0.0878787 0.0827969 0.108162 0.069259 0.105409 0.143932 0.0451009 0.0565317 0.128719 0.0935177 0.0537436
threshold=-0.13010499999999997 0.07252500000000002 0.36766000000000004 -0.062109999999999992 -0.053439999999999994 0.12070000000000002 -0.11208499999999998 -0.062879999999999978 0.11925500000000001 -0.051259999999999993 -0.0050599999999999994 0.083570000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -2 -8 9 11 -11 -9 -12
right_child=5 2 -4 4 -6 -7 7 8 -10 10 12 -13 -14
leaf_value=0.0016199906560834048 0.0080571797139266949 0.0068610168707547324 -0.0016999579971693375 -0.0008125700505856627 -0.010567129014855518 -0.0037235543209273654 -0.0075335054385139129 -0.0064276817968294117 0.0056161739132586678 0.007539368430911372 0.0058171486902808709 0.0022628826918184241 0.00050309074662421805
leaf_weight=54 56 53 94 59 72 98 59 77 56 82 56 64 1503
leaf_count=54 56 53 94 59 72 98 59 77 56 82 56 64 1503
internal_value=0 -0.00155861 0.00137443 -0.00389889 -0.00618757 0.000638685 0.000858499 0.000645044 0.000908554 0.000759607 0.00103822 -0.00247029 0.000695127
internal_weight=0 332 147 185 131 2051 1953 1897 1838 1782 1641 141 1559
internal_count=2383 332 147 185 131 2051 1953 1897 1838 1782 1641 141 1559
is_linear=0
shrinkage=0.16829


Tree=8612
num_leaves=12
num_cat=0
split_feature=13 147 49 12 16 160 42 1212 49 52 1204
split_gain=0.0435403 0.0566226 0.0926286 0.0596446 0.0449445 0.0359964 0.0492901 0.0752095 0.0486323 0.0528767 0.0361184
threshold=-0.48634999999999995 0.092780000000000015 -0.15498999999999999 -0.095574999999999979 -0.53299999999999992 -0.082384999999999986 -0.0015249999999999999 0.040035000000000008 0.096415000000000015 0.13066000000000003 -0.079874999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 10 -8 9 -6 -7
right_child=1 -3 3 4 5 6 7 -9 -10 -11 -12
leaf_value=0.0047918984876946218 -0.0069882541732071675 0.0055466745358479031 -0.0047081361141621736 -0.0044835370133290012 0.0029082098454991396 -0.0014537830877725264 -5.9090796968510891e-05 -0.0046431622124777534 0.0062205962669375867 -0.0011729679131278726 0.002035867927216856
leaf_weight=59 52 54 68 53 204 102 993 113 62 160 463
leaf_count=59 52 54 68 53 204 102 993 113 62 160 463
internal_value=0 0.000160674 3.17579e-05 0.000197149 0.000353128 0.000476228 0.000123026 -0.00052907 0.00185746 0.00110935 0.0014027
internal_weight=0 2324 2270 2218 2150 2097 1671 1106 426 364 565
internal_count=2383 2324 2270 2218 2150 2097 1671 1106 426 364 565
is_linear=0
shrinkage=0.16829


Tree=8613
num_leaves=12
num_cat=0
split_feature=130 0 12 124 0 0 16 0 43 12 16
split_gain=0.0408979 0.0607314 0.0489527 0.0431149 0.0358331 0.0665557 0.0756456 0.0617181 0.0604743 0.149418 0.0501049
threshold=-0.12279499999999997 0.14486500000000005 -0.14765999999999999 0.0049200000000000008 -0.23141499999999995 -0.10653 -0.053214999999999991 -0.17106499999999999 -0.085224999999999981 0.090345000000000023 -0.083479999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 9 -7 -10
right_child=1 -3 3 -5 5 8 -8 -9 10 -11 -12
leaf_value=0.0048527338560156418 0.0053119469291274734 -0.0054531653137332003 0.0042063708816531386 -0.0046520108695257533 0.0046971624778466281 0.0052322519733117908 -0.0059553655450440808 -0.0019847052345128074 0.0015069858611802748 -0.0016763119217289236 -0.00064192976612994677
leaf_weight=53 53 54 63 52 52 220 100 158 447 148 983
leaf_count=53 53 54 63 52 52 220 100 158 447 148 983
internal_value=0 0.000123307 0.000256403 0.000135062 0.00025055 0.000131474 -0.00214473 -0.000321592 0.000524922 0.00244893 2.85379e-05
internal_weight=0 2330 2276 2223 2171 2108 310 210 1798 368 1430
internal_count=2383 2330 2276 2223 2171 2108 310 210 1798 368 1430
is_linear=0
shrinkage=0.16829


Tree=8614
num_leaves=26
num_cat=0
split_feature=4 12 150 12 14 12 133 4 0 4 0 15 0 42 12 0 4 401 0 16 12 43 12 12 0
split_gain=4.95549 1.45628 0.659757 0.251223 0.23184 0.279122 0.221364 0.154525 0.154049 0.126409 0.187843 0.118949 0.192422 0.0860222 0.0816384 0.0778437 0.217141 0.0692905 0.0709471 0.0742249 0.0664436 0.0586054 0.043852 0.035702 0.0124389
threshold=0.30163500000000004 0.077755000000000005 0.091355000000000006 0.11769500000000001 -0.45687499999999998 -0.08731499999999999 0.086505000000000012 -0.082184999999999994 -0.087344999999999992 0.50973500000000016 -0.14032999999999998 -0.10981499999999998 -0.10653 0.085495000000000015 0.096780000000000019 -0.071339999999999987 -0.44205499999999992 0.081905000000000019 -0.11073999999999999 -0.12029499999999999 0.10862500000000001 -0.094134999999999983 0.10222500000000002 0.098855000000000012 -0.083264999999999992
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=1 2 6 7 -2 -6 11 8 -3 10 -7 -1 -13 21 17 -14 -17 18 -9 -20 22 -10 23 -16 -23
right_child=4 3 -4 -5 5 9 -8 14 13 -11 -12 12 15 -15 20 16 -18 -19 19 -21 -22 24 -24 -25 -26
leaf_value=0.00078671001555699106 0.00045256189208945768 0.00097220564897096211 0.00020525793222497243 0.00060074055087944774 1.5738736553180384e-07 0.00034724888062238408 0.00041778451168983393 0.00065086779768880288 0.00091326646169084444 0.00040953868952620949 7.3540886989811803e-05 0.00048155223642512313 0.00077949829958607307 0.00069977948073495703 0.00065134041155656848 0.00077259831871993292 0.0004696936439587151 0.00086041004218907334 0.0008788486559324196 0.00076395718852600048 0.00080461880210117357 0.00084883967443665008 0.00060003443535407283 0.00077950295792177809 0.00078414435510933285
leaf_weight=52 52 77 52 89 54 55 59 58 78 52 55 85 56 70 55 53 52 102 72 709 58 65 65 52 156
leaf_count=52 52 77 52 89 54 55 59 58 78 52 55 85 56 70 55 53 52 102 72 709 58 65 65 52 156
internal_value=0 0.000730686 0.000553542 0.000773134 0.000254187 0.000206267 0.000604174 0.000782601 0.000835698 0.000274753 0.000210715 0.000640958 0.000610005 0.000807117 0.000762348 0.000677603 0.000622924 0.000776345 0.000766083 0.000774594 0.000704929 0.000832128 0.000671108 0.000713954 0.000803332
internal_weight=0 2115 409 1706 268 216 357 1617 446 162 110 298 246 369 1171 161 105 941 839 781 230 299 172 107 221
internal_count=2383 2115 409 1706 268 216 357 1617 446 162 110 298 246 369 1171 161 105 941 839 781 230 299 172 107 221
is_linear=0
shrinkage=0.0032998


Tree=8615
num_leaves=20
num_cat=0
split_feature=15 40 13 0 15 0 15 0 16 15 51 0 15 15 0 0 133 15 11
split_gain=5.59876 2.70843 1.46012 0.670124 0.588712 0.442234 0.258482 0.362877 0.256466 0.642305 0.192137 0.156194 0.268819 0.153285 0.160202 0.139913 0.0767076 0.0506295 0.0506156
threshold=-0.2987999999999999 -0.026419999999999996 -0.16392499999999996 -0.22607999999999998 -0.092459999999999987 -0.068669999999999995 0.082725000000000007 -0.11208499999999998 0.081265000000000018 0.029300000000000003 -0.19797499999999998 -0.097074999999999981 -0.10981499999999998 -0.45726999999999995 -0.082064999999999985 -0.083489999999999995 0.076280000000000014 0.087315000000000018 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 4 -3 -4 -2 6 11 -8 9 -7 -10 12 -5 14 -1 -13 -6 -9 -12
right_child=1 2 3 5 16 8 7 17 10 -11 18 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00011557131398303519 0.00066719096639913456 0.00041335605220666936 0.0005562407676604717 0.00091664650878884734 0.00021848877096964411 0.00034982867012897103 0.0011953482550250134 0.00094938503926899644 0.00066760530762923159 0.00082479785823038145 0.0008345798973934355 0.00090580095998517274 0.00065651497587283715 3.8607928556193685e-05 0.00037463509399978144 0.00079785025693592502 0.00038493890857957115 0.00088539090347668171 0.00095995464728380181
leaf_weight=53 68 90 85 71 76 52 52 226 68 78 115 376 116 64 52 213 52 448 59
leaf_count=53 68 90 85 71 76 52 52 226 68 78 115 376 116 64 52 213 52 448 59
internal_value=0 0.000789625 0.000825091 0.000843989 0.000418681 0.000857022 0.000882388 0.00092761 0.000754509 0.000635081 0.000818519 0.000840034 0.00075547 0.000166554 0.000244205 0.000866823 0.000286384 0.000906901 0.000877295
internal_weight=0 2245 2049 1959 196 1874 1502 726 372 130 242 776 187 169 105 589 128 674 174
internal_count=2414 2245 2049 1959 196 1874 1502 726 372 130 242 776 187 169 105 589 128 674 174
is_linear=0
shrinkage=0.0032998


Tree=8616
num_leaves=16
num_cat=0
split_feature=1 4 1 150 1 4 42 43 150 11 11 4 4 156 16
split_gain=10.5129 1.74158 1.14928 0.697852 1.22124 0.543358 0.380049 0.371584 0.260118 0.266552 0.405298 0.205342 0.430142 0.150713 0.0734344
threshold=0.11695500000000002 0.30163500000000004 0.13662500000000002 0.079825000000000021 0.085425000000000015 0.26450500000000005 0.11929000000000002 -0.051239999999999987 -0.050224999999999992 1.0000000180025095e-35 0.086080000000000018 -0.099704999999999974 -0.44205499999999992 0.083125000000000018 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 -5 -2 8 -6 -1 11 -11 12 -10 -13 -4
right_child=2 -3 14 4 7 -7 -8 -9 9 10 -12 13 -14 -15 -16
leaf_value=0.00078053962691905705 0.00065293182085912626 0.00049071122101347435 0.00010811622425032243 0.0010621004254251119 0.00072154133297458727 0.00026483144709540327 0.00074118957813381747 0.00035879532031562718 0.001046427412129807 0.0013233111293707888 0.00095841830770345467 0.00098559149898585835 0.00065518884384237013 0.0011081386611469892 -4.8905740736371648e-05
leaf_weight=64 78 91 73 98 75 80 71 53 63 67 68 1289 61 125 58
leaf_count=64 78 91 73 98 75 80 71 53 63 67 68 1289 61 125 58
internal_value=0 0.000938122 0.00026715 0.000958122 0.00078446 0.000456648 0.00097981 0.000571617 0.000989543 0.000997517 0.00113977 0.000985008 0.000854247 0.00099645 3.83261e-05
internal_weight=0 2125 289 2034 226 158 1808 128 1737 1673 135 1538 124 1414 131
internal_count=2414 2125 289 2034 226 158 1808 128 1737 1673 135 1538 124 1414 131
is_linear=0
shrinkage=0.0032998


Tree=8617
num_leaves=16
num_cat=0
split_feature=11 11 0 16 4 4 1375 474 0 0 11 49 151 4 16
split_gain=0.130779 0.110289 0.114753 0.233463 0.221535 0.0820213 0.073012 0.0651438 0.0821389 0.0717839 0.0500748 0.0443462 0.0396048 0.0332248 0.0185016
threshold=0.093970000000000012 1.0000000180025095e-35 -0.040094999999999992 -0.11118499999999999 -0.14538499999999996 0.30163500000000004 -0.095009999999999997 0.086515000000000009 -0.14216999999999999 -0.10264999999999998 0.085155000000000022 1.0000000180025095e-35 -1.0000000180025095e-35 0.45363500000000007 0.19022000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 14 6 -1 8 12 -10 -3 -9 -8 -7 -5
right_child=-2 10 3 4 -6 13 7 11 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0039161612537877795 -0.0057973502847153864 0.0094961302619976373 0.0066978250558617164 0.0012887030940811836 -0.01394361353276451 -0.0049113223253871401 0.0037378000120985239 -0.0031202452225228472 -0.001205738850720884 0.0028243828360060698 0.0028042844171210449 0.0025903142685740001 0.010155868335983307 0.00019826038565247197 -0.0030828943439273641
leaf_weight=52 65 74 63 54 56 59 52 94 137 1380 57 65 60 91 55
leaf_count=52 65 74 63 54 56 59 52 94 137 1380 57 65 60 91 55
internal_value=0 0.00184895 0.00156764 -0.00200461 -0.00533825 0.00197783 0.00228674 0.00246815 0.00278574 0.00245924 0.00659813 -0.00077444 0.00719209 -0.00179953 -0.000900666
internal_weight=0 2349 2218 228 165 1990 1840 1788 1629 1517 131 159 112 150 109
internal_count=2414 2349 2218 228 165 1990 1840 1788 1629 1517 131 159 112 150 109
is_linear=0
shrinkage=0.16829


Tree=8618
num_leaves=15
num_cat=0
split_feature=2 1209 474 2 15 0 1429 457 15 0 1429 2 2 15
split_gain=0.0996108 0.0823913 0.0731796 0.059838 0.0962821 0.065465 0.0560562 0.061083 0.067325 0.0754603 0.0566739 0.0441948 0.0255095 0.00353178
threshold=0.11500500000000001 -0.080689999999999984 0.105645 0.11941000000000002 -0.025694999999999999 -0.065794999999999979 0.087865000000000013 0.079590000000000008 -0.40312499999999996 -0.17785499999999996 0.084545000000000009 0.087245000000000003 0.13971500000000001 -0.11251499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -2 5 12 7 8 -3 -10 -11 -9 -5 -7
right_child=3 2 -4 4 -6 13 -8 11 9 10 -12 -13 -14 -15
leaf_value=0.008308872997083324 -0.0055347747298210613 -0.0034154804754606221 -0.0041414893945523525 0.0018951437357562126 -0.005856761710983832 -0.0022798960892975967 -0.0034184122292820261 0.0023375716744275096 0.0087757914809938227 0.0020678594206696307 0.007728841701603692 -0.0034862243539958522 0.0072010186756473757 -0.0003351700275207715
leaf_weight=54 73 57 60 52 64 52 56 60 52 1575 52 95 53 59
leaf_count=54 73 57 60 52 64 52 56 60 52 1575 52 95 53 59
internal_value=0 0.00181381 0.00163816 -0.00124305 -0.000117718 0.00157442 0.00181719 0.00197319 0.00225935 0.00245307 0.00224989 -0.00122026 0.00459046 -0.0012624
internal_weight=0 2061 2007 353 280 216 1947 1891 1736 1679 1627 155 105 111
internal_count=2414 2061 2007 353 280 216 1947 1891 1736 1679 1627 155 105 111
is_linear=0
shrinkage=0.16829


Tree=8619
num_leaves=24
num_cat=0
split_feature=1 3 3 15 2 2 1 1 43 124 2 403 13 52 3 43 3 13 133 483 474 52 133
split_gain=6.79955 1.15701 0.795393 0.515706 0.647107 0.441662 0.390526 0.137791 0.131545 0.105631 0.105228 0.0967895 0.096274 0.112757 0.179046 0.0917728 0.0878337 0.0727249 0.110905 0.0579519 0.111828 0.0523973 0.0368149
threshold=0.10915500000000002 -0.065974999999999992 0.31299000000000005 -0.40992999999999996 0.11252000000000002 0.097070000000000004 0.092655000000000015 0.13130500000000003 -0.078059999999999977 -1.0000000180025095e-35 0.087245000000000003 -0.5335399999999999 -0.082159999999999997 -0.53454499999999994 -0.093224999999999988 0.019675000000000002 -0.14818499999999998 -0.089024999999999979 -0.022174999999999997 -0.095084999999999989 0.088510000000000019 0.024560000000000002 0.094525000000000012
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=1 5 3 7 8 11 10 -2 -5 -8 -3 -1 -7 -14 -15 21 -13 18 -18 -19 -21 -12 -16
right_child=2 6 -4 4 -6 12 9 -9 -10 -11 15 16 13 14 22 -17 17 19 -20 20 -22 -23 -24
leaf_value=0.0012012908398099766 0.00054677860164700841 0.0010432994727956513 0.0002575017322448773 0.00073894192968116106 0.00050200956298044783 0.0010477901453395438 0.00061369469804304483 0.0003128432362921763 0.00096479224429180739 0.00078859290147414551 0.00077088033401601476 0.001174453852377864 0.0010133835423016642 0.00069530467135150466 0.00098218121492399087 0.0009814540467840483 0.0010487286010753087 0.0011711120355492582 0.00086079767275742264 0.0010656133252789531 0.00091722382482520249 0.00090985229609043879 0.00085958149799267183
leaf_weight=58 54 62 90 52 97 59 69 58 67 91 76 72 67 57 63 72 102 56 56 855 63 57 61
leaf_count=58 54 62 90 52 97 59 69 58 67 91 76 72 67 57 63 72 102 56 56 855 63 57 61
internal_value=0 0.000996013 0.000532974 0.000608454 0.000702923 0.00103756 0.000843281 0.000425948 0.000866397 0.000713388 0.000920987 0.00106505 0.000924435 0.000894946 0.00085091 0.000883823 0.00105845 0.00105104 0.000982343 0.00106215 0.00105547 0.000830705 0.000922154
internal_weight=0 1996 418 328 216 1569 427 112 119 160 267 1262 307 248 181 205 1204 1132 158 974 918 133 124
internal_count=2414 1996 418 328 216 1569 427 112 119 160 267 1262 307 248 181 205 1204 1132 158 974 918 133 124
is_linear=0
shrinkage=0.0032998


Tree=8620
num_leaves=15
num_cat=0
split_feature=3 132 457 15 13 480 457 2 11 2 474 3 15 16
split_gain=0.23013 0.084959 0.116475 0.107904 0.0982487 0.0895104 0.0874995 0.0936343 0.0824879 0.13713 0.0883945 0.0831706 0.0370296 0.0331149
threshold=0.32329500000000005 0.082230000000000011 0.064110000000000014 0.12730000000000002 -0.0021749999999999994 -0.040684999999999992 0.087195000000000009 0.09036000000000001 0.078065000000000009 0.106285 0.088510000000000019 0.11924500000000002 -0.077809999999999976 0.00088000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 12 -1 -4 -8 10 -10 11 -7 -3 -12
right_child=-2 4 6 -5 -6 8 7 -9 9 -11 13 -13 -14 -15
leaf_value=-0.0032643109721898502 -0.007723599757063858 0.0049842507118772134 -0.0063976251811948747 0.0102115113367669 -0.0067503300001877245 0.0029077269292767834 0.0068082677998210694 -0.002423859738273154 0.013401517989782889 0.0016307531334586603 0.0038293292749981413 -0.0027194632159768511 -0.00038779876480063766 0.0093728061738835577
leaf_weight=61 63 56 60 62 55 1478 53 75 58 55 52 78 102 79
leaf_count=61 63 56 60 62 55 1478 53 75 58 55 52 78 102 79
internal_value=0 0.00257803 0.00290139 0.00329248 -0.000618336 0.003061 -0.00108941 0.00138478 0.00327636 0.00768828 0.00297977 0.00262449 0.00150485 0.00718606
internal_weight=0 2324 2111 1923 213 1861 188 128 1800 113 1687 1556 158 131
internal_count=2387 2324 2111 1923 213 1861 188 128 1800 113 1687 1556 158 131
is_linear=0
shrinkage=0.16829


Tree=8621
num_leaves=17
num_cat=0
split_feature=3 403 16 16 13 14 13 16 3 157 150 48 1453 16 13 3
split_gain=0.159236 0.0963176 0.103571 0.223051 0.116848 0.0669303 0.0643073 0.098679 0.155979 0.0908208 0.0572351 0.0554854 0.0495127 0.0392176 0.0477798 0.0337391
threshold=0.32329500000000005 -0.091109999999999983 -0.07959999999999999 -0.08422499999999998 -0.018704999999999996 -0.10708499999999999 -0.053824999999999991 0.51148500000000008 0.10323000000000002 -0.080299999999999996 1.0000000180025095e-35 -0.0046349999999999994 -0.077764999999999987 0.014185000000000001 -0.077849999999999989 -0.082539999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3 11 8 9 -8 -11 -7 -13 15 -15 -14
right_child=-2 5 4 -5 -6 6 7 -9 -10 10 -12 12 13 14 -16 -17
leaf_value=0.0032724937290677407 -0.0064237969742015778 0.0063090543303907891 0.005801672817405068 0.016879994852743097 -0.0041347390531745508 0.0077954060485371061 -0.0049832778500947033 0.0056098057905561603 -0.0074132210998772465 0.0018410166493915171 -0.0025490031566988984 -0.0028482406404621869 0 0.0067239147231534097 0.0017823193990022816 0.0026170686092064229
leaf_weight=97 63 87 81 53 57 53 73 98 74 620 97 52 200 119 106 457
leaf_count=97 63 87 81 53 57 53 73 98 74 620 97 52 200 119 106 457
internal_value=0 0.0021443 0.00502821 0.00809246 0.00168448 0.00173548 0.0015304 0.000548843 -2.31219e-05 0.000666841 0.0012446 0.00248527 0.00218203 0.00248063 0.00440386 0.00181926
internal_weight=0 2324 288 150 138 2036 1949 962 864 790 717 987 934 882 225 657
internal_count=2387 2324 288 150 138 2036 1949 962 864 790 717 987 934 882 225 657
is_linear=0
shrinkage=0.16829


Tree=8622
num_leaves=14
num_cat=0
split_feature=0 156 2 9 3 52 403 402 151 11 41 159 3
split_gain=0.149381 0.16216 0.141523 0.116541 0.0977693 0.0854415 0.0780969 0.157746 0.0584674 0.0500682 0.0599311 0.0610409 0.0314345
threshold=0.024745000000000003 0.090500000000000011 0.090715000000000004 -0.013509999999999999 0.11924500000000002 -0.025904999999999994 -0.13024499999999997 0.0038750000000000004 -0.22321999999999997 0.082245000000000013 0.078475000000000017 -0.023134999999999996 -0.082064999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 7 12 -8 10 11 -10 -5
right_child=1 -3 -4 4 5 -7 8 -9 9 -11 -12 -13 -14
leaf_value=0.009735068688997069 -0.01264945329381134 0.0052079357403794083 -0.001835218134885207 0.00055245836032553864 0.0024758799257505837 -0.0055728430073692095 0.0069183985536580422 0.013120043962886466 0.003558568832296168 0.0063039092564675572 0.0068504261764525329 0.00072340860645785424 0.0051575995444318031
leaf_weight=54 52 54 102 96 63 91 60 53 258 61 55 1312 76
leaf_count=54 52 54 102 96 63 91 60 53 258 61 55 1312 76
internal_value=0 -0.00271027 -0.00549844 0.00200685 0.00180962 -0.00226852 0.00212917 0.00508431 0.00174732 0.00156223 0.00138313 0.00119046 0.00259773
internal_weight=0 208 154 2179 2125 154 1971 225 1746 1686 1625 1570 172
internal_count=2387 208 154 2179 2125 154 1971 225 1746 1686 1625 1570 172
is_linear=0
shrinkage=0.16829


Tree=8623
num_leaves=27
num_cat=0
split_feature=1 3 1 2 3 2 403 2 4 2 12 12 402 1 2 43 12 1 13 2 3 3 2 3 2 3
split_gain=3.30273 1.05583 0.530548 0.296623 0.290435 0.285147 0.226708 0.218378 0.173797 0.173735 0.126786 0.133128 0.11347 0.0881191 0.0827161 0.0766334 0.207445 0.155979 0.146613 0.0544305 0.0858737 0.0558917 0.0522372 0.0351521 0.0324365 0.0314261
threshold=0.10439500000000002 -0.049204999999999992 0.14262000000000002 0.11444000000000001 0.086245000000000016 0.095545000000000005 -0.13024499999999997 -1.0000000180025095e-35 -0.030434999999999993 0.12051500000000002 0.054520000000000006 0.095780000000000018 -0.0088649999999999979 0.11570500000000002 0.12131500000000002 -0.077544999999999989 0.08073000000000001 0.077565000000000009 -0.06928999999999999 0.087830000000000005 -0.077849999999999989 -0.092019999999999977 0.086400000000000018 -0.073309999999999986 0.10205500000000002 -0.081224999999999978
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=4 3 7 13 5 6 12 -3 -6 -9 -7 24 -1 -2 23 17 -17 22 -19 21 -21 -18 -8 -13 -12 -24
right_child=1 2 -4 -5 8 10 15 9 -10 -11 11 14 -14 -15 -16 16 19 18 -20 20 -22 -23 25 -25 -26 -27
leaf_value=0.00077248140509478909 0.00076925255490131587 0.00017814345732760002 4.6194367195831614e-05 0.00041441464046844466 0.00068147094888827491 0.00052897546430530796 0.00080142462810759915 0.00051716111135472202 0.00043552701554732309 0.0003186257694490545 0.00068935621002406023 0.00060205297689071768 0.00094591715063126278 0.00059474014324161005 0.00050452887881561725 0.00092107077333103925 0.00084861354984983343 0.00068126536369418839 0.00045591415767015468 0.00061636064532667224 0.0007732814704336082 0.00073285872922273544 0.00068349771465914158 0.00070630817705695818 0.00080441811102163903 0.00078113716867895047
leaf_weight=92 71 54 74 65 61 88 89 96 67 99 52 73 81 62 53 69 57 85 52 106 64 368 196 86 75 52
leaf_count=92 71 54 74 65 61 88 89 96 67 99 52 73 81 62 53 69 57 85 52 106 64 368 196 86 75 52
internal_value=0 0.000408577 0.00029206 0.000598476 0.000705914 0.000717154 0.000741451 0.000364986 0.00055301 0.000416547 0.000642474 0.000671832 0.000853889 0.000688166 0.000620297 0.000724328 0.000747865 0.000691282 0.000595988 0.000727719 0.000675644 0.000748466 0.000729917 0.000658664 0.000757584 0.000704113
internal_weight=0 521 323 198 1866 1738 1311 249 128 195 427 339 173 133 212 1138 664 474 137 595 170 425 337 159 127 248
internal_count=2387 521 323 198 1866 1738 1311 249 128 195 427 339 173 133 212 1138 664 474 137 595 170 425 337 159 127 248
is_linear=0
shrinkage=0.0032998


Tree=8624
num_leaves=14
num_cat=0
split_feature=1 1446 3 403 16 148 457 484 42 13 12 1 13
split_gain=0.110803 0.0777423 0.101346 0.0665058 0.0668542 0.0602098 0.0728873 0.0840153 0.0743358 0.0634169 0.0756308 0.0589741 0.0228409
threshold=0.14262000000000002 0.086940000000000003 -0.082284999999999983 -0.13024499999999997 -0.080419999999999978 -0.084064999999999987 0.083415000000000017 0.088435000000000014 0.083725000000000008 0.17982000000000001 0.083220000000000002 0.085720000000000005 -0.049744999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 7 9 -9 10 -7 -8 -6
right_child=-2 2 -4 5 12 6 11 8 -10 -11 -12 -13 -14
leaf_value=0.0084919836002511507 -0.0040188961088329584 -0.0076728472887838501 0.0016876195458396302 0.0072509985946733304 0.0052406618608209811 -0.00050847264685047839 0.0028113583656916657 0.0013030387787943899 0.0094930068690479395 0.0065452155754401921 0.0022360928640448147 -0.0041995847217465446 0.00060611629495400975
leaf_weight=94 88 52 88 60 52 377 52 53 79 76 1145 97 74
leaf_count=94 88 52 88 60 52 377 52 53 79 76 1145 97 74
internal_value=0 0.00205954 -0.00177629 0.00230911 0.0050873 0.00199296 0.00182411 0.00213218 0.00621822 0.00179353 0.00155508 -0.00174076 0.00253304
internal_weight=0 2299 140 2159 220 1939 1879 1730 132 1598 1522 149 126
internal_count=2387 2299 140 2159 220 1939 1879 1730 132 1598 1522 149 126
is_linear=0
shrinkage=0.16829


Tree=8625
num_leaves=18
num_cat=0
split_feature=448 484 52 14 2 52 1213 0 157 133 133 13 2 4 49 51 2
split_gain=0.103683 0.0850673 0.109943 0.102026 0.0822505 0.0896314 0.0855938 0.0785446 0.105642 0.0756899 0.160567 0.0943036 0.0805009 0.0735507 0.0569118 0.0464222 0.0399956
threshold=-0.076874999999999985 0.099320000000000006 0.12431000000000002 -0.18536 0.088055000000000008 0.40945500000000007 0.066460000000000019 0.0060900000000000008 -0.077609999999999985 0.0061750000000000008 0.084065000000000015 -0.088854999999999976 0.084245000000000014 -0.077889999999999987 0.0049050000000000005 -1.0000000180025095e-35 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 9 7 8 -6 11 -11 12 -5 -10 -12 -13 -9
right_child=1 2 -4 4 6 -7 -8 16 13 10 14 15 -14 -15 -16 -17 -18
leaf_value=0.0087674679613477437 0.0076163077171065019 -0.0073228358678525058 0.0028521095472271753 0.0046785690266173859 -0.0057218376991857705 -0.0040282144920022337 -0.005278197521130519 0.0066362803247633799 -0.0032231076676342688 -0.007423132331399125 0.0035071395189273978 0.005939303314973208 0.013049927357767039 0.0014579430710437104 -0.0024015389609842864 0.0019933150545261946 0.0010034551601940669
leaf_weight=56 79 69 53 87 78 56 70 89 111 55 255 110 53 656 56 376 61
leaf_count=56 79 69 53 87 78 56 70 89 111 55 255 110 53 656 56 376 61
internal_value=0 0.00143187 -0.00288785 0.00167311 0.00145006 0.00250885 0.00040649 0.000808223 0.000176034 0.00287968 0.000950735 0.0040046 0.00786056 0.00077816 0.00243742 0.00289014 0.00435758
internal_weight=0 2314 122 2192 2113 1048 1065 995 845 992 366 626 140 767 311 486 150
internal_count=2370 2314 122 2192 2113 1048 1065 995 845 992 366 626 140 767 311 486 150
is_linear=0
shrinkage=0.16829


Tree=8626
num_leaves=23
num_cat=0
split_feature=4 3 4 47 50 43 11 3 16 4 16 42 133 52 16 43 50 4 3 43 16 52
split_gain=1.6714 0.946607 0.352339 0.317563 0.269925 0.317724 0.216844 0.29099 0.212128 0.186045 0.162542 0.138035 0.118116 0.110018 0.09963 0.0733852 0.0732581 0.0671223 0.0467872 0.0361473 0.0319406 0.028019
threshold=0.30163500000000004 -0.049204999999999992 -0.46376499999999993 0.078875000000000015 1.0000000180025095e-35 -0.15318999999999997 1.0000000180025095e-35 -0.10468499999999999 -0.0094449999999999968 -0.083709999999999993 -0.54150999999999994 0.08870500000000002 0.11667000000000001 -0.087769999999999987 -0.038799999999999994 -0.078059999999999977 0.10647500000000001 0.020345000000000005 0.12178000000000001 -0.045129999999999997 -0.070454999999999976 0.14114500000000005
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 4 -3 8 5 -1 7 -7 15 20 -2 18 -11 -10 16 -4 19 -17 -12 -6 -9 -18
right_child=10 2 3 -5 14 6 -8 9 13 12 11 -13 -14 -15 -16 17 21 -19 -20 -21 -22 -23
leaf_value=0.00048254371874815018 0.00051786233761302262 0.00073780814155922903 0.00040352425661711611 0.00065954383402721671 0.00083094764060323242 0.00042150359779897747 0.00083022405919600504 0.00074489604191030605 0.00043265658402899689 0.00067241910302520431 0.00043637627700228503 0.00018695883501263061 0.00056011871661365998 0.00023553471027203465 0.00086908510918952213 0.00047731198186071568 0.0007246688860372834 0.00063720627085287038 0.00030360358299899814 0.00072668874765802552 0.00085064406709191244 0.00062271547654763201
leaf_weight=100 55 67 59 83 89 52 95 117 57 749 68 64 123 70 80 68 71 54 55 77 52 65
leaf_count=100 55 67 59 83 89 52 95 117 57 749 68 64 123 70 80 68 71 54 55 77 52 65
internal_value=0 0.000648949 0.000515742 0.0004776 0.00068546 0.000662405 0.000677516 0.00066421 0.000428455 0.0006763 0.000359195 0.00031234 0.000656619 0.000324284 0.000763102 0.000501352 0.000734911 0.000548374 0.000377293 0.000782799 0.000777642 0.0006762
internal_weight=0 2128 458 391 1670 1288 1188 1093 308 1041 242 187 872 127 382 181 302 122 123 166 169 136
internal_count=2370 2128 458 391 1670 1288 1188 1093 308 1041 242 187 872 127 382 181 302 122 123 166 169 136
is_linear=0
shrinkage=0.0032998


Tree=8627
num_leaves=22
num_cat=0
split_feature=1 2 52 1 4 1 2 3 0 0 0 4 403 1456 1 2 1 2 3 16 1213
split_gain=7.71241 1.61547 1.14509 0.79994 0.613924 0.437801 0.404749 0.376537 0.374841 0.274585 0.39189 0.260525 0.197912 0.197974 0.212879 0.159279 0.15556 0.140247 0.135768 0.129372 0.0368427
threshold=0.12450500000000002 0.10644500000000001 -0.41304999999999997 0.13630500000000004 -0.085574999999999984 0.10625000000000001 0.13880500000000004 0.086245000000000016 -0.076539999999999983 0.11026000000000001 -0.092319999999999985 -0.021399999999999995 -0.092059999999999989 -0.089834999999999984 0.097070000000000004 0.088850000000000012 0.078015000000000015 0.11366500000000002 -0.082404999999999992 -0.072054999999999994 -0.0074849999999999995
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 4 -3 -2 9 17 -5 8 12 10 -1 15 18 -14 -15 -10 20 -4 -6 -7 -12
right_child=3 2 5 6 7 19 -8 -9 11 -11 16 -13 13 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0015541894199953138 0.00075839276545881871 0.0012918480312053486 0.0010993942967638835 0.00055169805692223753 0.00099767789669820872 0.00081949890280436175 0.00017292856695743007 0.00092685833845627681 0.0012538420938877401 0.0015524870367022098 0.0012377889590135763 0.00093430859572713007 0.0010518810970021094 0.0012588281385693678 0.0010645995214000389 0.001039396917715851 0.001123569254486061 0.00090301096054882092 0.0012202454250998633 0.00060869809115288815 0.0013542095445613878
leaf_weight=52 77 95 74 53 75 84 74 64 86 54 66 95 65 841 69 73 90 94 54 54 81
leaf_count=52 77 95 74 53 75 84 74 64 86 54 66 95 65 841 69 73 90 94 54 54 81
internal_value=0 0.00116411 0.000974594 0.000492664 0.00120715 0.000875985 0.000331275 0.00117672 0.00118847 0.00133323 0.00129214 0.00107298 0.001215 0.00123136 0.00124414 0.00115561 0.0012345 0.000989723 0.00109112 0.000737267 0.00130218
internal_weight=0 2166 401 204 1765 306 127 1422 1358 343 289 254 1104 975 910 159 237 168 129 138 147
internal_count=2370 2166 401 204 1765 306 127 1422 1358 343 289 254 1104 975 910 159 237 168 129 138 147
is_linear=0
shrinkage=0.0032998


Tree=8628
num_leaves=23
num_cat=0
split_feature=1 155 1 14 4 15 15 1 1456 15 403 0 0 42 1 42 43 42 42 4 4 4
split_gain=2.94901 0.612286 0.394345 0.348161 0.270385 0.213391 0.286158 0.213074 0.153566 0.145203 0.23026 0.12259 0.121571 0.102537 0.0838214 0.0741771 0.0604851 0.0426264 0.0374457 0.036939 0.0232001 0.0184388
threshold=0.104035 0.083440000000000014 0.13630500000000004 0.054835000000000009 0.24099500000000004 -0.077559999999999976 -0.025694999999999999 0.11378500000000001 0.056265000000000009 0.082725000000000007 -0.081224999999999992 -0.081224999999999978 -0.10566999999999999 0.088520000000000015 0.079020000000000021 0.08592000000000001 0.0054600000000000004 0.086125000000000021 0.082755000000000009 0.50609000000000004 -0.075969999999999996 -0.084824999999999984
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 5 4 8 7 -7 -2 9 10 -1 13 -12 17 -14 -10 21 -11 -9 -4 -18 -13
right_child=1 -3 19 -5 -6 6 -8 18 15 11 12 16 14 -15 -16 -17 20 -19 -20 -21 -22 -23
leaf_value=0.00044347500806222751 0.00045111942569024075 0.00070570667179293471 0.0001186752667164427 0.00087505299675231683 0.0004220310568203368 0.00061302383160129594 0.00031994278704588998 0.00016245066290926087 0.00081052514445567603 0.000707436542107242 0.00051844775621307654 0.00071206822024122277 0.00061741972077727914 0.00082036287994198922 0.0006993757971215591 0.00066717115144594404 0.00061358716951977936 0.00060136479285300911 0.00028498249624446921 0.00023427322352918302 0.00050905335674946187 0.00063825350007447356
leaf_weight=85 73 52 71 72 61 81 67 59 89 212 103 62 474 83 204 79 52 58 54 55 55 169
leaf_count=85 73 52 71 72 61 81 67 59 89 212 103 62 474 83 204 79 52 58 54 55 55 169
internal_value=0 0.000365724 0.000327215 0.000648747 0.000639604 0.000386639 0.000480583 0.000311698 0.000647278 0.000636892 0.000608003 0.000673046 0.000625865 0.00071676 0.000642131 0.000743324 0.000627288 0.000684781 0.000221317 0.000169414 0.000560184 0.000658218
internal_weight=0 512 460 1858 1786 334 148 186 1725 1557 866 691 781 353 678 168 338 270 113 126 107 231
internal_count=2370 512 460 1858 1786 334 148 186 1725 1557 866 691 781 353 678 168 338 270 113 126 107 231
is_linear=0
shrinkage=0.0032998


Tree=8629
num_leaves=13
num_cat=0
split_feature=130 43 4 4 484 52 156 4 403 12 42 133
split_gain=0.0771999 0.0830611 0.145575 0.112756 0.126942 0.0660473 0.0642716 0.0613125 0.0862454 0.138921 0.0633871 0.0263928
threshold=-0.082104999999999984 -0.46848499999999998 -0.42305999999999994 -0.14236999999999997 0.096820000000000003 0.12371000000000001 0.081415000000000015 -0.085574999999999984 -0.092059999999999989 0.086620000000000016 0.083725000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 7 -6 -3 11 9 -9 -10 -5
right_child=1 2 3 4 5 -7 -8 8 10 -11 -12 -13
leaf_value=-0.0018211621244806869 -0.0026305102919287645 0.011999302316931951 -0.0025768042853999136 0.0050403177368192357 -0.0054718433352095195 0.0024906176133658283 0.0048937783054292137 -0.0072546941168965852 0.002752024929578233 0.0027338771818223853 0.0049480168507356091 0.009771301333087172
leaf_weight=85 64 77 93 78 66 53 70 52 705 163 802 62
leaf_count=85 64 77 93 78 66 53 70 52 705 163 802 62
internal_value=0 0.00333068 0.00350326 0.00313917 0.00340842 -0.00191044 0.00862794 0.00374931 0.00347193 0.00030968 0.00392189 0.0071483
internal_weight=0 2285 2221 2074 1981 119 147 1862 1722 215 1507 140
internal_count=2370 2285 2221 2074 1981 119 147 1862 1722 215 1507 140
is_linear=0
shrinkage=0.16829


Tree=8630
num_leaves=18
num_cat=0
split_feature=1 52 47 40 14 1 4 0 3 4 3 0 0 15 3 4 0
split_gain=4.56741 1.19939 0.406051 0.385907 0.318604 0.268541 0.213004 0.426546 0.161371 0.141225 0.136914 0.138576 0.0939586 0.10337 0.0573675 0.054091 0.0325479
threshold=0.10538500000000002 -0.40011499999999994 0.085505000000000012 -0.07334499999999998 0.054835000000000009 0.11869500000000001 -0.50388999999999984 0.036480000000000005 -0.029309999999999996 0.04105000000000001 0.086245000000000016 -0.079249999999999987 -0.10417499999999999 -0.41606999999999994 -0.081604999999999997 0.070595000000000005 -0.10891999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 6 8 -5 9 -3 10 11 -8 -7 -14 -11 -4 -16
right_child=1 2 15 4 -6 12 7 -9 -10 14 -12 -13 13 -15 16 -17 -18
leaf_value=0.00057143202473327877 0.00090876236445577364 0.00058772937252979699 0.00064271500353374369 0.00097870277788776041 0.0010274766949690285 0.00036867588617155183 0.00084361893247191151 0.000527825496007645 0.00035988901658415263 0.00064597889395180588 0.00064963247248236555 0.0007669132476552375 0.00027814457210359255 9.3791137669128522e-05 0.00082803551593259208 0.00048862928559770865 0.00072647698883826961
leaf_weight=81 54 52 54 69 69 55 901 66 102 73 55 378 86 55 59 52 120
leaf_count=81 54 52 54 69 69 55 901 66 102 73 55 378 86 55 59 52 120
internal_value=0 0.000443259 0.000388056 0.000795712 0.000805841 0.000333622 0.000796935 0.000789322 0.000437051 0.000800181 0.000813939 0.000820977 0.000252176 0.000206484 0.000727215 0.000567458 0.000760148
internal_weight=0 510 456 1871 1790 350 1721 1652 154 1586 1334 1279 196 141 252 106 179
internal_count=2381 510 456 1871 1790 350 1721 1652 154 1586 1334 1279 196 141 252 106 179
is_linear=0
shrinkage=0.0032998


Tree=8631
num_leaves=26
num_cat=0
split_feature=3 40 3 16 12 11 12 52 3 484 52 16 1456 12 16 16 155 3 49 12 42 16 3 3 51
split_gain=4.39707 1.16631 1.10303 0.739563 0.443724 0.486877 0.311892 0.275784 0.253514 0.25091 0.207473 0.201607 0.183489 0.163352 0.181371 0.159427 0.282235 0.215309 0.0701534 0.0911962 0.0613138 0.0364079 0.0256028 0.0139348 0.00576314
threshold=-0.063074999999999978 -0.026419999999999996 0.25468500000000005 -0.41163499999999992 0.092495000000000008 1.0000000180025095e-35 -0.092644999999999991 -0.10886 -0.11756999999999999 -0.009859999999999999 0.0085900000000000021 -0.053214999999999991 -0.089834999999999984 0.081095000000000014 -0.088734999999999994 -1.0000000180025095e-35 0.11198500000000002 -0.091164999999999982 -0.047749999999999994 0.084055000000000005 0.098515000000000019 -0.088504999999999986 -0.077774999999999983 -0.078209999999999988 -0.26649999999999996
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 6 7 10 5 8 -2 -3 -5 -9 -1 -8 -10 14 -11 20 17 -17 -14 -20 21 -6 -22 -23 -19
right_child=1 2 -4 4 15 -7 11 9 12 13 -12 -13 18 -15 -16 16 -18 24 19 -21 22 23 -24 -25 -26
leaf_value=0.00050300310452383698 0.00057556770745889325 0.00088171803986695151 0.0002998254495290284 0.00067788728859768867 0.00080890665948316607 0.0011950517426894997 0.00016972016809711866 0.00087128087432903191 0.00072597117364466544 0.00046498346790687669 0.00076372621837508879 0.0003954505715136213 0.00081812685096729367 0.00077703756185533912 0.0006777848763079514 0.00049367075128650781 0.00094904533807687686 0.00078384891915997629 0.0010304177795222335 0.00092199185710477262 0.00084366077328651662 0.00088960735311378186 0.00073187159373639342 0.00096985749866205183 0.00072286694525505312
leaf_weight=72 53 88 84 53 52 67 85 55 54 89 64 89 64 57 89 52 54 52 104 673 53 95 54 52 77
leaf_count=72 53 88 84 53 52 67 85 55 54 89 64 89 64 57 89 52 54 52 104 673 53 95 54 52 77
internal_value=0 0.000547319 0.000642577 0.000860204 0.000880656 0.000921576 0.00035329 0.000718651 0.00090221 0.000669047 0.000625955 0.000285382 0.000915455 0.000621566 0.000571582 0.000803818 0.000738068 0.00067493 0.00092758 0.00093655 0.000854198 0.000889844 0.000787573 0.000918235 0.000747722
internal_weight=0 689 462 1692 1556 1015 227 378 948 290 136 174 895 235 178 541 235 181 841 777 306 199 107 147 129
internal_count=2381 689 462 1692 1556 1015 227 378 948 290 136 174 895 235 178 541 235 181 841 777 306 199 107 147 129
is_linear=0
shrinkage=0.0032998


Tree=8632
num_leaves=19
num_cat=0
split_feature=40 3 2 14 2 34 2 52 52 1446 0 3 0 399 2 2 2 1447
split_gain=5.05 3.27818 1.02074 0.965422 0.730909 0.552454 0.983566 0.477384 0.475441 0.22952 0.199138 0.161476 0.202993 0.135734 0.129458 0.106064 0.102216 0.0780142
threshold=-0.026419999999999996 0.25468500000000005 0.10394500000000002 0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11144000000000001 -0.42890999999999996 0.0029250000000000005 0.037915000000000011 -0.064539999999999986 0.088465000000000002 -0.070184999999999984 0.086875000000000022 0.11123500000000001 0.088710000000000011 0.087325000000000014 -0.085024999999999989
decision_type=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 -1 -7 14 11 13 -10 12 -9 15 -4 -6 17 -11
right_child=1 -3 7 -5 9 6 -8 8 10 16 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00017491719097867018 0.00067522438100781556 0.00033577899148022427 0.00093371911187556226 0.0014251864761999364 0.0010361712956759889 0.00081053312143260529 0.00033497388878126844 0.00045311532088786736 0.0010554601472381757 0.00099022403395131989 0.00079330514404865496 0.00082115688823599883 0.00072905025213863784 0.0011435786070073675 0.0011663016224925011 0.00097054227414433247 0.0012582983869938711 0.0011747648698364952
leaf_weight=53 64 84 58 68 781 89 102 53 74 52 58 59 67 97 52 448 65 57
leaf_count=53 64 84 58 68 781 89 102 53 74 52 58 59 67 97 52 448 65 57
internal_value=0 0.000975345 0.0010015 0.00103897 0.00102215 0.000473958 0.000556754 0.000856153 0.000789603 0.00103693 0.000940538 0.000678102 0.000607473 0.00102191 0.00104399 0.00101228 0.00115122 0.00108705
internal_weight=0 2137 2053 1632 1564 244 191 421 311 1500 132 179 120 1326 110 1229 174 109
internal_count=2381 2137 2053 1632 1564 244 191 421 311 1500 132 179 120 1326 110 1229 174 109
is_linear=0
shrinkage=0.0032998


Tree=8633
num_leaves=22
num_cat=0
split_feature=1 4 150 150 14 1 0 4 1 475 484 156 1 52 0 4 0 52 0 52 1
split_gain=8.0784 1.28549 0.539845 0.378107 0.338194 0.337385 0.246321 0.22452 0.203649 0.201538 0.162557 0.174154 0.148455 0.136122 0.208349 0.298728 0.120433 0.113461 0.094226 0.093274 0.048167
threshold=0.10915500000000002 0.41379000000000005 0.084680000000000019 0.083435000000000023 0.076175000000000007 0.12419000000000001 -0.074434999999999987 0.054560000000000004 0.085425000000000015 -0.084964999999999985 0.085815000000000016 0.081415000000000015 0.12180500000000001 -0.42364999999999992 -0.057864999999999993 -0.15333499999999997 -0.065794999999999979 -0.077269999999999991 -0.11242999999999999 -0.030899999999999997 0.089370000000000019
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 5 4 6 -2 7 10 -5 -8 11 17 -3 -11 20 -16 -14 -1 -9 -10 -15
right_child=1 12 -4 8 -6 -7 9 18 19 13 -12 -13 16 14 15 -17 -18 -19 -20 -21 -22
leaf_value=0.00091494991936178947 0.0008747890309748111 0.00039182636586781495 0.00039923029037992349 0.00093193033928139397 0.00119538945532319 0.00055779379784146694 0.0010853461065512516 0.00096108613478017627 0.00062764813145164424 0.00098736535406209153 0.00086663342837838768 0.0011741355796470578 0.00028797150414834713 0.0009523900479911871 0.00086904669880769644 0.00055708579539014993 8.9846871641873689e-05 0.0010179414104224238 0.0007967635287032095 0.000822018708266483 0.0008279265472404128
leaf_weight=147 83 57 82 96 70 67 53 71 58 82 93 71 68 114 80 59 67 758 93 55 57
leaf_count=147 83 57 82 96 70 67 53 71 58 82 93 71 68 114 80 59 67 758 93 55 57
internal_value=0 0.000450067 0.000615461 0.000952643 0.000968614 0.000733433 0.000959133 0.000983431 0.000818901 0.000891729 0.00100109 0.00101386 0.000250033 0.000865462 0.000833102 0.000736885 0.000189904 0.00100125 0.000868118 0.000722565 0.000911108
internal_weight=0 424 232 1957 1748 150 1678 1233 209 445 1069 976 192 392 310 139 135 905 164 113 171
internal_count=2381 424 232 1957 1748 150 1678 1233 209 445 1069 976 192 392 310 139 135 905 164 113 171
is_linear=0
shrinkage=0.0032998


Tree=8634
num_leaves=15
num_cat=0
split_feature=9 15 480 12 50 43 51 4 402 0 43 12 12 0
split_gain=0.250323 0.15612 0.111618 0.083664 0.0673215 0.0731145 0.102046 0.0958442 0.0721298 0.0618343 0.036666 0.0418581 0.0561534 0.0339181
threshold=-1.0000000180025095e-35 -0.46140499999999995 -0.075014999999999984 0.12701500000000002 0.089465000000000017 -0.010739999999999998 0.086950000000000013 -0.097514999999999977 -0.089154999999999998 -0.057279999999999991 -0.085054999999999978 0.090310000000000015 0.09334000000000002 -0.090374999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -7 -10 -6 13 -13 -12
right_child=1 2 3 -5 10 8 -8 -9 9 -11 11 12 -14 -15
leaf_value=-0.004397338392703733 -0.0011014132236743541 0.013332414376257602 0.011659765406421777 -0.0006894938216558999 0.011776040171067197 0.00085778366671219477 -0.0025618204136145656 0.0046146408979383597 0.0081134760946055783 0.0045798200168037191 0.0088634338222055558 0.013770358993791608 0.0063837854139892156 0.003722529929749883
leaf_weight=69 87 60 59 52 69 54 52 824 586 188 58 55 65 103
leaf_count=69 87 60 59 52 69 54 52 824 586 188 58 55 65 103
internal_value=0 0.00587466 0.00614824 0.00594831 0.00611251 0.00568598 0.00466008 0.00508741 0.00684229 0.00725749 0.00825585 0.00738507 0.00978427 0.00558569
internal_weight=0 2312 2225 2165 2113 1763 935 883 828 774 350 281 120 161
internal_count=2381 2312 2225 2165 2113 1763 935 883 828 774 350 281 120 161
is_linear=0
shrinkage=0.16829


Tree=8635
num_leaves=16
num_cat=0
split_feature=1456 14 393 43 0 1209 12 48 43 1 4 16 12 4 4
split_gain=0.110392 0.101083 0.102089 0.0920239 0.203888 0.0785557 0.103494 0.0845373 0.0614109 0.059108 0.0410748 0.0500054 0.0403068 0.0706484 0.0317556
threshold=-0.15824499999999997 -0.31455999999999995 0.086855000000000016 0.053790000000000011 -0.10803999999999998 0.086665000000000006 0.092615000000000017 0.092680000000000026 -0.26568499999999995 0.13522500000000001 0.062150000000000004 -0.0060199999999999993 0.088635000000000005 -0.072054999999999994 -0.0023899999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 7 -7 8 -3 -10 11 -9 -6 -14 -15
right_child=1 2 -4 4 12 6 -8 10 9 -11 -12 -13 13 14 -16
leaf_value=0.011055416347080516 -0.0023825412434033866 0.0089756963462258657 -0.0016753769539997003 0.016649657949868023 0.0016524772560369831 -0.0050530839404407356 0.005124906367505646 0.0054014308711167695 0.0041227537969517032 0.0099337807975048761 -0.0024587548922167892 -0.00059566960002814084 0.010598209494138549 0.00066134497000577581 0.0064079138502208003
leaf_weight=63 70 87 83 52 72 62 52 83 1325 52 65 74 70 52 59
leaf_count=63 70 87 83 52 72 62 52 83 1325 52 65 74 70 52 59
internal_value=0 0.00389644 0.00409814 0.00432664 0.00703698 0.0038664 -0.000394732 0.00415558 0.00462 0.0043435 0.00108481 0.00256333 0.00505415 0.00639737 0.00373201
internal_weight=0 2258 2188 2105 305 1800 114 1686 1464 1377 222 157 253 181 111
internal_count=2321 2258 2188 2105 305 1800 114 1686 1464 1377 222 157 253 181 111
is_linear=0
shrinkage=0.16829


Tree=8636
num_leaves=22
num_cat=0
split_feature=9 2 4 15 15 43 0 42 4 0 0 4 3 0 0 50 2 42 0 3 43
split_gain=0.114295 0.165847 0.10033 0.0679825 0.17954 0.19263 0.138817 0.113087 0.384347 0.091717 0.0836878 0.0910143 0.0746182 0.0648637 0.0618608 0.0485119 0.0547179 0.0460097 0.117388 0.039801 0.0374652
threshold=1.0000000180025095e-35 -0.007134999999999999 0.26665000000000005 0.0056700000000000006 -0.03886499999999999 -0.090419999999999986 -0.14310999999999999 0.083725000000000008 -0.066099999999999978 -0.083914999999999976 -0.078269999999999992 -0.085629999999999984 0.097710000000000005 -0.084044999999999995 -0.11796999999999999 0.041865000000000006 0.10205500000000002 0.095455000000000012 -0.11169999999999998 -0.055389999999999988 -0.022549999999999997
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 -1 3 4 12 -6 -5 8 -7 -9 11 20 14 -13 -3 16 -12 18 -4 -16 -8
right_child=-2 2 17 6 5 7 10 9 -10 -11 15 13 -14 -15 19 -17 -18 -19 -20 -21 -22
leaf_value=-0.0056750111201867631 0.010162318457716533 -8.4585818189680521e-05 0.0021125632646104581 0.012321711556104977 -0.0096352274735066589 0.0037514110334061698 0.0090916612453130242 0.0088970766655371864 -0.013523333899858011 4.8022380133046753e-05 0.0032294683167637004 0.003868797335139066 0.010313277891142671 -0.00032294800431145764 0.0040188723242335347 0.0099459087499439176 0.0090613513845179475 0.0043369144451888683 -0.0071829461797747168 0.0081287658596184524 0.0033311640932893972
leaf_weight=58 69 92 101 66 52 122 83 77 52 59 139 214 57 203 474 87 69 52 62 79 54
leaf_count=58 69 92 101 66 52 122 83 77 52 59 139 214 57 203 474 87 69 52 62 79 54
internal_value=0 0.00319574 0.00343106 0.00380617 0.00288733 -0.000152132 0.00487267 0.00143279 -0.00140083 0.00507136 0.00429148 0.00306616 0.00445725 0.0018239 0.00393696 0.0065865 0.00517272 -1.33072e-05 -0.00141213 0.00460925 0.00683421
internal_weight=0 2252 2194 1979 1064 362 915 310 174 136 849 554 702 417 645 295 208 215 163 553 137
internal_count=2321 2252 2194 1979 1064 362 915 310 174 136 849 554 702 417 645 295 208 215 163 553 137
is_linear=0
shrinkage=0.16829


Tree=8637
num_leaves=18
num_cat=0
split_feature=0 3 2 12 12 4 3 403 4 3 151 4 1213 12 12 12 12
split_gain=0.0812083 0.241528 0.0822222 0.0782385 0.0719617 0.144657 0.0681119 0.123551 0.110358 0.0941209 0.211764 0.0544994 0.0473221 0.0464577 0.0383579 0.057301 0.0168724
threshold=0.10396000000000001 -0.13088999999999998 -0.013254999999999998 -0.14718499999999998 -0.007389999999999999 -0.0047649999999999993 -0.10175499999999998 -1.0000000180025095e-35 -0.085629999999999984 0.092330000000000009 -0.010154999999999999 0.26450500000000005 0.12389500000000002 0.083865000000000009 0.085785000000000014 0.099550000000000013 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 -6 13 12 -11 -7 -10 -8 -9 -16 -15
right_child=1 -3 3 4 6 11 8 14 9 10 -12 -13 -14 16 15 -17 -18
leaf_value=0.0079172845169311716 0.005221853075194521 -0.010057703801876983 0.0093047129656393789 -0.0080206802577539663 -0.0069819173640678122 0.0062604521570886361 0.010239731691042012 0.0062206741364129597 0.0030496716224612691 0.0067480061131140407 -0.0070318925905312035 -0.00070896818055472864 0.0077948186711237566 0.0026602121372978856 -0.0033593097780871975 0.004427188743578247 0.0069071509483027496
leaf_weight=95 67 52 52 52 52 59 81 52 1280 53 78 68 63 53 52 55 57
leaf_count=95 67 52 52 52 52 59 81 52 1280 53 78 68 63 53 52 55 57
internal_value=0 -0.00143983 0.00306367 0.00284398 0.00267962 -0.000535858 0.00298739 0.00013 0.00334842 0.00285319 -0.0014431 0.00251465 0.0032736 0.00716079 0.00246721 0.000626306 0.00487723
internal_weight=0 119 2202 2107 2055 179 1876 211 1665 1474 131 127 1343 191 159 107 110
internal_count=2321 119 2202 2107 2055 179 1876 211 1665 1474 131 127 1343 191 159 107 110
is_linear=0
shrinkage=0.16829


Tree=8638
num_leaves=19
num_cat=0
split_feature=1453 2 3 3 3 2 3 1375 3 4 474 133 3 3 3 0 3 3
split_gain=0.0607953 0.0804784 0.163989 0.10682 0.282 0.097171 0.115635 0.0881278 0.0839699 0.0576562 0.0689455 0.0485476 0.0428197 0.0457533 0.0361156 0.0335351 0.0241931 0.0492324
threshold=-0.066944999999999991 0.083970000000000017 -0.12077499999999998 -0.10237999999999998 -0.13795999999999997 -1.0000000180025095e-35 -0.064294999999999977 -0.081379999999999994 -0.0092099999999999977 0.50609000000000004 0.084145000000000011 0.10397500000000001 0.11372500000000001 0.091170000000000015 -0.081854999999999997 0.10798500000000001 -0.090989999999999988 -0.083249999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 15 8 11 -5 -4 10 12 16 13 -9 -12 -3 -7 -18
right_child=1 3 5 7 -6 6 -8 9 -10 -11 14 -13 -14 -15 -16 -17 17 -19
leaf_value=-0.002104618288098479 0.012491574198077967 8.1688649803706538e-05 0.0031722466059440624 -0.0040547532448604482 -0.012413253518085032 0.005750347105152525 0.011481566728255512 0.0024471641266270157 -0.0060858528221699581 -0.0020646206267310114 0.0032679793847478836 0.0068349029469854409 0.0057948685926304993 -0.0023686937931504215 0.0087220851693373836 0.0052777725889028146 -0.0017174415922940945 0.0031752601281027884
leaf_weight=83 60 103 58 57 52 52 56 946 53 68 61 89 102 59 83 54 81 204
leaf_count=83 60 103 58 57 52 52 56 946 53 68 61 89 102 59 83 54 81 204
internal_value=0 0.00252229 0.00409687 0.00187245 -0.00166738 0.00324446 0.0042791 0.00241141 -0.0012321 0.00269221 0.00295221 0.00332808 0.00249895 0.00216265 0.00642414 0.00188032 0.00239661 0.0017784
internal_weight=0 2238 653 1585 209 593 482 1376 111 1319 1251 426 1107 1005 144 157 337 285
internal_count=2321 2238 653 1585 209 593 482 1376 111 1319 1251 426 1107 1005 144 157 337 285
is_linear=0
shrinkage=0.16829


Tree=8639
num_leaves=11
num_cat=0
split_feature=1456 1429 158 50 48 52 52 160 1 376
split_gain=0.0768936 0.0676935 0.0537181 0.0510559 0.0479654 0.124084 0.0791144 0.0856788 0.0736524 0.0731825
threshold=-0.15824499999999997 0.08759500000000002 -0.22818499999999997 -1.0000000180025095e-35 0.092680000000000026 -0.075829999999999995 0.40249000000000007 -0.24191499999999996 0.078015000000000015 0.084545000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5 -7 -9
right_child=1 -3 3 4 5 8 -8 9 -10 -11
leaf_value=0.0077677203174980683 -0.0026231623645118726 -0.0027168294215220664 -0.001940985923791528 -0.0031047281713673675 0.0053138053363564353 0.0016033902089200209 0.0079664378870040534 0.0024134748130697991 -0.0058297721101382418 0.0085660999428174289
leaf_weight=63 69 90 83 77 83 64 75 1569 91 57
leaf_count=63 69 90 83 77 83 64 75 1569 91 57
internal_value=0 0.00179724 0.00198546 0.00213782 0.00230663 5.52671e-05 0.00260699 0.0023699 -0.002749 0.00263026
internal_weight=0 2258 2168 2099 2016 238 1778 1703 155 1626
internal_count=2321 2258 2168 2099 2016 238 1778 1703 155 1626
is_linear=0
shrinkage=0.16829


Tree=8640
num_leaves=25
num_cat=0
split_feature=1 4 3 3 4 1 0 15 159 0 4 3 15 1446 16 0 159 15 151 399 42 16 4 4
split_gain=5.62836 1.02565 0.861358 0.469657 0.432476 0.305105 0.278331 0.237191 0.205122 0.145508 0.294753 0.331609 0.143767 0.125253 0.113144 0.108444 0.101239 0.0958809 0.078459 0.0541487 0.0529845 0.0480176 0.0306621 0.0276771
threshold=0.10892500000000001 0.30163500000000004 -0.069254999999999997 -0.066424999999999984 -0.37626499999999991 0.092655000000000015 -0.14216999999999999 -0.41309499999999993 0.10607000000000001 -0.076539999999999983 -0.17689999999999997 -0.098469999999999988 -0.091734999999999983 0.088500000000000009 -0.0094449999999999968 -0.063519999999999979 0.0055900000000000004 -0.017454999999999995 -0.081989999999999993 0.086340000000000014 0.11551500000000002 -0.051934999999999995 -0.0072499999999999995 -0.0063999999999999986
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 -2 6 -5 15 -1 8 -3 13 -11 -12 -7 16 -4 17 18 21 -8 -20 23 -6 -18 -13
right_child=1 7 14 4 5 12 9 -9 -10 10 11 20 -14 -15 -16 -17 22 -19 19 -21 -22 -23 -24 -25
leaf_value=0.001055634682844378 0.0008549910980808073 0.00040155095542332745 0.00048995815094786605 0.00096737092323832808 0.00066389808356664211 0.0006767088153357755 0.0007409813626231915 5.9821377042289014e-05 0.00013833795681658745 0.00093740723525353857 0.00048245758075781477 0.00083585262689097283 0.00045251858630701694 0.0010008842704099714 0.00030630027968458481 0.0006212966143622628 0.0008804884425168821 0.00090917693823819876 0.00083108271064038337 0.00092089248529754399 0.00068553095775003418 0.00080925241017590962 0.0009860541160640968 0.00073727510167242755
leaf_weight=65 70 87 88 64 57 54 102 64 52 94 52 121 78 61 65 58 83 53 694 91 58 52 63 53
leaf_count=65 70 87 88 64 57 54 102 64 52 94 52 121 78 61 65 58 83 53 694 91 58 52 63 53
internal_value=0 0.000396733 0.000551326 0.000815531 0.000716603 0.000670908 0.000842284 0.000226737 0.000303336 0.000832839 0.000775978 0.000722423 0.0005445 0.000852454 0.000412164 0.000746594 0.000843655 0.000791236 0.000830015 0.000841539 0.000776056 0.000733565 0.000926282 0.000806029
internal_weight=0 426 223 1953 416 352 1537 203 139 1472 378 284 132 1094 153 220 1033 162 887 785 232 109 146 174
internal_count=2379 426 223 1953 416 352 1537 203 139 1472 378 284 132 1094 153 220 1033 162 887 785 232 109 146 174
is_linear=0
shrinkage=0.0032998


Tree=8641
num_leaves=12
num_cat=0
split_feature=1 1375 151 0 0 0 1 150 1 0 52
split_gain=0.143618 0.0934481 0.0619247 0.100011 0.0696922 0.130749 0.0849011 0.0963399 0.0671394 0.0625288 0.0370927
threshold=0.14846500000000004 -0.097394999999999982 0.032230000000000009 -0.22384499999999996 0.053930000000000006 -0.029554999999999994 0.12450500000000002 0.08926000000000002 0.10508500000000001 -0.074274999999999994 -0.016219999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 10 -8 -6
right_child=-2 2 -4 4 8 -7 9 -9 -10 -11 -12
leaf_value=-0.0044808668342270087 -0.0063586007075590442 0.0087377407474587276 0.0068719684311317553 0.0028787279480619685 -9.472750265863404e-07 -0.0039046360732799962 -0.0051572020714426656 -0.0033577593238595209 0.010495961824777437 0.0024861221622882617 0.0063211566363244667
leaf_weight=53 53 70 95 1652 52 101 72 73 54 52 52
leaf_count=53 53 70 95 1652 52 101 72 73 54 52 52
internal_value=0 0.00249207 0.00265545 0.00247071 0.00226175 0.00198489 0.00230757 0.00261377 0.0056673 -0.00193745 0.00314283
internal_weight=0 2326 2273 2178 2108 1950 1849 1725 158 124 104
internal_count=2379 2326 2273 2178 2108 1950 1849 1725 158 124 104
is_linear=0
shrinkage=0.16829


Tree=8642
num_leaves=23
num_cat=0
split_feature=4 3 48 150 16 40 4 11 3 15 475 4 3 4 49 42 3 13 0 13 475 13
split_gain=5.62161 1.72541 0.706168 0.598535 0.384878 0.405343 0.352299 0.28729 0.623073 0.32276 0.205831 0.187895 0.176671 0.127734 0.117157 0.116395 0.0998935 0.0931173 0.0846751 0.0809281 0.0373143 0.0288423
threshold=0.36766000000000004 -0.069254999999999997 0.11326500000000002 0.083435000000000023 -0.14483499999999996 -0.049804999999999995 -0.37626499999999991 1.0000000180025095e-35 -0.12595999999999999 0.029300000000000003 -0.082549999999999998 0.0082450000000000006 0.097710000000000005 -0.019794999999999997 -0.078869999999999982 0.095455000000000012 0.045635000000000002 -0.076289999999999983 -0.092514999999999986 -0.090744999999999978 -0.085599999999999996 -0.074519999999999989
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 7 3 6 5 -2 -3 8 -1 -9 20 15 13 -8 -5 19 -7 -13 -15 -12 -10 -17
right_child=4 2 -4 14 -6 16 12 9 10 -11 11 17 -14 18 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.00052960422858074269 0.00012259199724401655 0.00098619151754242578 0.00030200911846033546 0.00059214574675474992 4.7652653114588559e-05 0.00036309019501175012 0.00066059154105077057 0.00090041135000883577 0.00095111425843989023 0.0012289641593022501 0.00079207855685155043 0.00084793771774640679 0.00054292295929921292 0.00087411211402971169 0.00038776848152030706 0.00086893828637968622 0.00055273239713598567 0.00069098235662107938 0.00072270274119089965 0.00090671613725842491 0.0010705143836708831 0.00076907287137550917
leaf_weight=59 55 67 53 75 57 59 102 92 83 52 79 79 52 101 54 54 66 96 74 795 56 119
leaf_count=59 55 67 53 75 57 59 102 92 83 52 79 79 52 101 54 54 66 96 74 795 56 119
internal_value=0 0.000820496 0.000666187 0.000702884 0.000284671 0.000359532 0.00076665 0.000877501 0.000863097 0.0010193 0.000877528 0.000863628 0.000721834 0.000755293 0.000506866 0.000880575 0.000463503 0.000762038 0.000810289 0.000896394 0.000999471 0.000800448
internal_weight=0 2142 578 525 237 180 396 1564 1420 144 1361 1222 329 277 129 1047 125 175 175 874 139 173
internal_count=2379 2142 578 525 237 180 396 1564 1420 144 1361 1222 329 277 129 1047 125 175 175 874 139 173
is_linear=0
shrinkage=0.0032998


Tree=8643
num_leaves=26
num_cat=0
split_feature=1 52 3 1 52 14 12 52 12 52 156 3 52 49 52 49 132 12 52 481 12 481 49 3 12
split_gain=3.31678 0.877543 0.297052 0.208561 0.244436 0.173368 0.127834 0.227399 0.174962 0.137721 0.0951929 0.0921845 0.0885747 0.2009 0.0717576 0.0736827 0.0951942 0.0549447 0.0580493 0.0555133 0.0507645 0.0415368 0.0354274 0.0320514 0.0196732
threshold=0.104035 -0.41304999999999997 -0.14443999999999999 0.14218000000000003 0.12371000000000001 0.054835000000000009 0.054520000000000006 -0.092059999999999989 0.091545000000000015 -0.046924999999999988 0.087645000000000015 -0.11327499999999999 -0.063789999999999986 -0.0073549999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.022565000000000005 0.083970000000000017 -0.012164999999999999 -0.0087899999999999975 0.088125000000000023 -0.082949999999999982 0.089570000000000011 -0.0088599999999999981 -0.024179999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 12 6 7 -1 11 -9 14 -8 23 -14 22 16 -16 18 -13 21 -21 -19 -10 -4 -11
right_child=1 2 3 -5 -6 -7 8 9 10 24 -12 17 13 -15 15 -17 -18 19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00093767984984370221 0.00091892182911566486 0.00072305838750037679 0.00043422944064593891 0.0003022428530771265 0.00068109108536099821 0.0010028803597005361 0.0010077252927926726 0.00058093009347974511 0.00092707068359198076 0.00071395171733115801 0.00065850430190335981 0.00087029386507997441 0.0006669933931471927 0.00041323226369056047 0.00083084131334789572 0.0006844807550460835 0.00068014210488525533 0.00087648980129802993 0.00070990365662301075 0.00088458325287553148 0.00082191197306261945 0.0010164456805156655 0.00080892636192447115 0.00031839171456630783 0.00080614506078785226
leaf_weight=61 58 52 57 78 62 67 53 67 79 54 52 52 53 99 310 67 57 54 55 398 257 52 54 55 76
leaf_count=61 58 52 57 78 62 67 53 67 79 54 52 52 53 99 310 67 57 54 55 398 257 52 54 55 76
internal_value=0 0.000535932 0.000487141 0.000456688 0.000493533 0.000835537 0.000829281 0.000759872 0.000840887 0.000704636 0.000797299 0.000870143 0.000449352 0.000501947 0.000809966 0.000788617 0.000807532 0.000861702 0.00078818 0.000871993 0.000860047 0.00094548 0.000879367 0.000377659 0.00076812
internal_weight=0 514 456 404 326 1865 1798 258 1540 197 619 921 264 152 567 434 367 868 107 761 655 106 133 112 130
internal_count=2379 514 456 404 326 1865 1798 258 1540 197 619 921 264 152 567 434 367 868 107 761 655 106 133 112 130
is_linear=0
shrinkage=0.0032998


Tree=8644
num_leaves=18
num_cat=0
split_feature=1 49 150 13 13 1212 1212 42 151 13 39 13 481 159 12 12 1211
split_gain=0.125497 0.0738491 0.0941165 0.076461 0.159273 0.0722584 0.120371 0.0953439 0.0649299 0.0612817 0.0780147 0.0800186 0.0511615 0.0565006 0.0417055 0.0389038 0.0190417
threshold=0.11869500000000001 -0.089819999999999983 0.08926000000000002 -0.10477499999999999 -0.16152999999999998 1.0000000180025095e-35 0.092815000000000022 0.083385000000000015 -0.089594999999999994 -0.15714499999999998 0.097050000000000011 -1.0000000180025095e-35 0.0028200000000000005 0.0055900000000000004 0.083970000000000017 0.084555000000000005 0.084155000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 -3 8 7 -7 -5 -2 11 -11 13 -10 -4 -1 -8
right_child=9 2 14 5 -6 6 16 -9 12 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.010809285376920941 0.0034657410186828821 0.00076063156048462074 -0.0037900047698223817 0.008663198137648067 0.013252667297705221 0.0013479670462615495 0.0063840215793571405 -0.0075167228501413722 0.0027888061186065929 -0.0037011919705904907 -0.0070069081131043983 0.0047515401434147118 0.0085816730747675825 0.0055640587908503316 0.0023231505219189243 0.0044223035471727722 0.002313118033909939
leaf_weight=58 84 52 72 74 66 75 68 63 1091 66 60 61 55 259 56 53 66
leaf_count=58 84 52 72 74 66 75 68 63 1091 66 60 61 55 259 56 53 66
internal_value=0 0.0035389 0.0033025 0.00360507 0.00776293 0.00332385 0.000794558 -0.00268594 0.00378779 -0.000302326 -0.00200454 0.000344635 0.00352973 0.00332257 -0.00110146 0.00777583 0.00439236
internal_weight=0 2108 1997 1869 118 1751 272 138 1479 271 187 127 1405 1350 128 111 134
internal_count=2379 2108 1997 1869 118 1751 272 138 1479 271 187 127 1405 1350 128 111 134
is_linear=0
shrinkage=0.16829


Tree=8645
num_leaves=29
num_cat=0
split_feature=1 12 2 39 52 52 4 1 0 1 1 4 0 12 42 43 52 475 43 4 52 43 1 0 12 4 42 49
split_gain=6.71673 1.15035 0.825718 0.821688 0.725368 0.772662 0.403566 0.255486 0.205791 0.18841 0.149128 0.292031 0.224743 0.136954 0.132122 0.102011 0.107186 0.103901 0.0829478 0.0765006 0.064382 0.052771 0.0503622 0.0427049 0.0342054 0.036579 0.021736 0.0180958
threshold=0.10915500000000002 0.054520000000000006 0.14823500000000003 0.087150000000000019 0.047850000000000011 -0.092059999999999989 0.27834500000000006 0.092810000000000017 -0.079119999999999982 0.089625000000000024 0.081540000000000015 -0.099704999999999974 0.0060900000000000008 0.088745000000000004 0.088950000000000015 -0.085224999999999981 -0.059354999999999991 -1.0000000180025095e-35 0.053035000000000006 -0.010189999999999999 -0.010174999999999998 -0.040439999999999997 0.12180500000000001 -0.086854999999999988 0.1087 -0.075239999999999987 -0.042074999999999994 0.084620000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 -1 13 -7 9 15 11 -10 21 -2 -11 17 27 -3 20 23 -18 -12 -8 -19 25 -13 -27 -17
right_child=2 8 -4 -5 -6 7 22 -9 10 14 12 24 -14 -15 -16 16 18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.00091031855051034393 0.00062709729686677093 0.0011943226664835084 0.00014629645067814061 0.00027727266099027658 0.0010357955042848931 0.00066493969454657436 0.00055205493245296029 0.00039815807982351885 0.00063589040007122383 0.000747353599196424 0.00096211954951674092 0.00095444699161551221 0.0011584264998109517 0.00084363907197300132 0.00097281274855669534 0.00092803802954082482 0.001091465417497846 0.0011465544612506635 0.0010911646380962019 0.00092034566961476851 0.00096479249203559566 0.00081674400866453296 0.000402438101577993 0.0010198180747403634 0.00098002568085333729 0.00079127289071875275 0.0008847313666470062 0.00082824510785566691
leaf_weight=84 57 52 76 101 70 72 52 88 54 60 72 63 55 78 58 52 54 53 92 60 431 52 52 92 59 52 98 52
leaf_count=84 57 52 76 101 70 72 52 88 54 60 72 63 55 78 58 52 54 53 92 60 431 52 52 92 59 52 98 52
internal_value=0 0.000921556 0.000457888 0.000527434 0.000738827 0.000653487 0.000633003 0.00051843 0.000958289 0.000984859 0.000902659 0.000859756 0.000980599 0.000752471 0.000858471 0.00100072 0.000978883 0.00105845 0.000996919 0.00102381 0.000978969 0.00090144 0.000477585 0.00106639 0.000904071 0.000882866 0.000852567 0.00087848
internal_weight=0 1875 416 340 314 244 239 160 1561 1056 505 326 179 135 118 938 681 257 577 205 485 124 104 145 272 213 150 104
internal_count=2291 1875 416 340 314 244 239 160 1561 1056 505 326 179 135 118 938 681 257 577 205 485 124 104 145 272 213 150 104
is_linear=0
shrinkage=0.0032998


Tree=8646
num_leaves=17
num_cat=0
split_feature=10 10 39 12 16 1213 403 133 403 160 160 3 0 16 42 16
split_gain=0.215935 0.145476 0.152555 0.13989 0.113214 0.0572303 0.0967296 0.134451 0.0745695 0.0596601 0.0921043 0.0602475 0.058381 0.0351864 0.031495 0.0150326
threshold=0.058500000000000003 -1.0000000180025095e-35 0.10076500000000001 -0.092644999999999991 -0.082559999999999981 -0.058539999999999995 -0.0060599999999999994 -0.010614999999999998 -0.085534999999999986 -0.089744999999999978 -0.14025999999999997 -0.11128999999999999 -0.029554999999999994 -0.11010999999999999 0.080840000000000009 -0.078654999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -5 -9 10 13 14 -13 -7 -11 -8
right_child=-2 2 -4 5 -6 9 15 8 -10 11 -12 12 -14 -15 -16 -17
leaf_value=-0.0069689450078672163 -0.0066827286239387182 0.012984011639028896 -0.0030416513750483672 0.016362790456840356 0.0033656350115317431 0.0078462697193878907 0.0046746123246962177 0.0102340423558781 0.0013390581481374125 0.0049922844050725584 0.01129950049240162 0.0034159637651707841 -0.0017534332209302073 0.0030961532511754432 0.0098046050369866924 0.00099990625481501854
leaf_weight=58 54 56 75 53 62 63 86 56 52 147 76 1126 65 156 54 52
leaf_count=58 54 56 75 53 62 63 86 56 52 147 76 1126 65 156 54 52
internal_value=0 0.00407483 0.00439817 0.0046723 -0.00161444 0.00443703 0.00659252 0.00940098 0.00596791 0.00405393 0.00623617 0.00359017 0.00313233 0.00447083 0.00629409 0.00330296
internal_weight=0 2237 2117 2042 120 1986 299 161 108 1687 295 1392 1191 219 201 138
internal_count=2291 2237 2117 2042 120 1986 299 161 108 1687 295 1392 1191 219 201 138
is_linear=0
shrinkage=0.16829


Tree=8647
num_leaves=17
num_cat=0
split_feature=3 2 9 15 150 3 2 12 2 47 150 15 15 3 2 2
split_gain=6.03893 1.69094 1.68967 1.02886 0.711019 0.545418 0.425935 0.364917 0.221499 0.181001 0.206837 0.189823 0.162092 0.155739 0.133872 0.13123
threshold=-0.052614999999999995 0.12051500000000002 -1.0000000180025095e-35 -0.23118499999999997 0.084335000000000007 0.11924500000000002 0.11543000000000002 -0.013764999999999998 0.14870000000000003 0.10323000000000002 0.081245000000000026 0.11568500000000001 -0.026169999999999995 -0.22740999999999997 0.096930000000000016 0.088005000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 9 -4 -3 10 11 13 -12 -5 -15 -9
right_child=1 8 4 6 -6 -7 -8 15 -10 -11 12 -13 -14 14 -16 -17
leaf_value=0.00039890345110651254 5.4405321005963352e-05 0.00028638559607215323 0.00062555951760668595 0.001073421811595544 0.00035651495677769548 0.00044779268539652011 0.00065012078756447708 0.0010072538297741683 4.1934462201000091e-05 0.00072956475447627609 0.00061477643394902595 0.0007313619774924156 0.00085286719679993116 0.00091006469669187046 0.0008009285213759176 0.00080522628003219094
leaf_weight=55 61 87 95 59 75 66 101 62 76 93 54 75 79 1018 146 89
leaf_count=55 61 87 95 59 75 66 101 62 76 93 54 75 79 1018 146 89
internal_value=0 0.000460726 0.000565471 0.000843972 0.000645935 0.000715394 0.000859014 0.000787047 0.000172625 0.000872835 0.000882122 0.00089497 0.000756464 0.000904974 0.000896406 0.000888411
internal_weight=0 611 448 1680 387 312 1625 246 163 1524 1431 1298 133 1223 1164 151
internal_count=2291 611 448 1680 387 312 1625 246 163 1524 1431 1298 133 1223 1164 151
is_linear=0
shrinkage=0.0032998


Tree=8648
num_leaves=24
num_cat=0
split_feature=4 12 2 2 2 16 52 2 2 12 130 43 52 1213 4 4 43 0 4 42 0 2 16
split_gain=4.44896 1.14471 0.532262 0.580781 0.298121 0.217513 0.258648 0.188359 0.237331 0.127343 0.0939239 0.0936572 0.0933835 0.0762654 0.0577023 0.0564041 0.0546159 0.046043 0.0712117 0.0475321 0.0387465 0.0359483 0.0197422
threshold=0.27834500000000006 0.054520000000000006 0.10859000000000001 -0.0091949999999999983 0.093255000000000018 0.19022000000000003 -0.23125999999999997 1.0000000180025095e-35 0.11693000000000002 0.096150000000000013 0.012250000000000002 -0.0088849999999999988 -0.53283999999999987 -0.12077499999999998 -0.011269999999999997 -0.090609999999999982 -0.069434999999999983 -0.093659999999999979 -0.0065299999999999993 0.085195000000000007 -0.11796999999999999 0.13673000000000005 -0.070064999999999975
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=1 2 3 -1 20 9 11 -2 -9 13 14 12 -7 -3 16 -15 -11 19 -19 -17 -5 -10 -4
right_child=7 5 22 4 -6 6 -8 8 21 10 -12 -13 -14 15 -16 17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00036781366626911956 0.00013186505201743539 0.00091708228427996063 0.00044770468437610803 0.00078825925059396217 0.0006014829686527681 0.00079084018287330765 0.00048980994746961797 0.0005162268059820547 0.00031961661338513738 0.0008239011734377901 0.00083632904174991691 0.00083811647906972537 0.00060982529043040557 0.00090092493325028597 0.0006204270027290596 0.00068657124980220005 0.00068548049788124017 0.00079336962241024133 0.00088068734057537119 0.00081073451832412919 0.00091373554555882603 0.00020478315277710883 0.00035691331949761049
leaf_weight=59 72 75 52 66 99 58 56 54 54 54 75 77 74 67 75 84 90 655 131 66 57 73 68
leaf_count=59 72 75 52 66 99 58 56 54 54 54 75 77 74 67 75 84 90 655 131 66 57 73 68
internal_value=0 0.000739611 0.000581254 0.000660006 0.000737501 0.000778381 0.000690814 0.000275434 0.000332349 0.000795269 0.000733151 0.000744504 0.000689629 0.000812177 0.000697655 0.000804298 0.000737633 0.000797343 0.000807967 0.000741438 0.000846693 0.000253887 0.00039655
internal_weight=0 2038 401 281 222 1637 265 253 181 1372 294 209 132 1078 219 1003 144 936 786 150 123 127 120
internal_count=2291 2038 401 281 222 1637 265 253 181 1372 294 209 132 1078 219 1003 144 936 786 150 123 127 120
is_linear=0
shrinkage=0.0032998


Tree=8649
num_leaves=17
num_cat=0
split_feature=4 40 2 0 15 15 124 0 15 0 4 157 1213 1213 399 474
split_gain=5.76784 1.54076 0.637021 0.291308 0.449508 1.14175 0.253223 0.24927 0.293 0.175109 0.363935 0.0697214 0.0686128 0.167801 0.0707189 0.051349
threshold=0.27834500000000006 -0.010334999999999999 0.13290500000000002 -0.13314999999999996 0.0056700000000000006 -0.095804999999999987 -0.027784999999999997 -0.15135999999999997 -0.42443999999999993 -0.036119999999999992 -0.47860499999999995 -0.00078499999999999989 -0.086979999999999988 -0.16066999999999995 0.088595000000000021 0.083685000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1 -2 -9 12 11 -11 13 -5 15 -14
right_child=7 2 -4 9 -6 -7 -8 8 -10 10 -12 -13 14 -15 -16 -17
leaf_value=0.00048769536299200534 0.00052540811070487777 0.0010332746039703555 0.00058486993791806885 0.00091565581536738063 0.0010340357788168589 0.00037569612695397247 0.00075270995919414735 0.00041195424549920009 0.00013993219407815825 0.0010470933042377568 0.00063550591049544387 0.00087285496555577916 0.00093394194277023372 0.0011399773915458569 0.0010495081144096742 0.00099743972634035844
leaf_weight=103 75 54 60 76 61 62 65 103 75 53 60 56 1052 75 79 182
leaf_count=103 75 54 60 76 61 62 65 103 75 53 60 56 1052 75 79 182
internal_value=0 0.00089373 0.000920958 0.00093208 0.000803597 0.000682114 0.00059044 0.000365226 0.000297536 0.000945985 0.000843649 0.0009579 0.000957774 0.00102731 0.000949751 0.000943336
internal_weight=0 2038 1870 1810 177 116 168 253 178 1633 169 109 1464 151 1313 1234
internal_count=2291 2038 1870 1810 177 116 168 253 178 1633 169 109 1464 151 1313 1234
is_linear=0
shrinkage=0.0032998


Tree=8650
num_leaves=19
num_cat=0
split_feature=42 15 49 4 4 1455 457 15 13 2 160 13 43 2 13 15 52 2
split_gain=0.114611 0.145403 0.0967511 0.102169 0.115532 0.0893657 0.0843995 0.088039 0.0625689 0.0527218 0.0993238 0.104229 0.049022 0.0404337 0.0646272 0.0389307 0.0270728 0.0225688
threshold=0.11387000000000001 0.092855000000000007 -0.020999999999999994 -0.37626499999999991 -0.099704999999999974 0.083760000000000015 0.085130000000000025 -0.090219999999999981 0.089520000000000016 0.10527500000000002 0.062030000000000009 -0.091984999999999983 -0.0079299999999999978 0.11225500000000001 -0.077274999999999996 -0.012299999999999997 -0.088584999999999983 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 8 -5 9 7 -1 -4 10 11 -6 17 -11 -15 -7 -12 -9
right_child=1 -3 3 4 5 15 -8 12 -10 13 16 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0060858502176851844 -0.0043344935783830732 0.0053592542159651537 0.011665265335945984 -0.0012764547263360577 0.0096670403812956097 0.0031089418945768978 0.0058414732966800909 -0.002578117860377145 0.0044677822346636384 -0.00083899150284555098 0.012177336731530262 0.0044514884050913112 0.0059024427403221386 0.00013355191469678542 0.0062277127211700376 -0.0031804305758329236 0.0074403848788497911 0.0021768034671121018
leaf_weight=54 100 78 95 94 123 60 94 58 55 60 70 972 54 77 140 52 73 55
leaf_count=54 100 78 95 94 123 60 94 58 55 60 70 972 54 77 140 52 73 55
internal_value=0 -7.65783e-05 0.00435432 0.00481419 0.00444499 0.00477666 0.0016171 -0.000171557 0.00903817 0.00511582 0.00558711 0.00503899 0.00173009 0.00300297 0.00407355 0.000172835 0.00977174 -0.000247877
internal_weight=0 178 2186 1871 1721 1627 315 221 150 1515 1238 1095 167 277 217 112 143 113
internal_count=2364 178 2186 1871 1721 1627 315 221 150 1515 1238 1095 167 277 217 112 143 113
is_linear=0
shrinkage=0.16829


Tree=8651
num_leaves=19
num_cat=0
split_feature=1 16 49 1 43 2 403 0 52 0 402 12 41 15 1446 16 13 16
split_gain=2.64092 0.424614 0.36762 0.427654 0.24048 0.202884 0.187489 0.197623 0.183358 0.227588 0.139741 0.118739 0.157272 0.128184 0.0798032 0.0504995 0.0462422 0.0281588
threshold=0.10732500000000002 0.25761500000000009 -0.047749999999999994 0.088860000000000008 -0.084454999999999988 0.14530500000000005 -0.121015 0.12539500000000003 0.12371000000000001 -0.11169999999999998 0.02938 -0.029844999999999997 0.076195000000000013 0.11315500000000002 0.099040000000000017 -0.0090499999999999973 -0.04609499999999999 0.041625000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 15 -2 8 10 11 9 -6 16 -8 13 14 -13 -1 -4 -15
right_child=1 -3 6 -5 5 -7 7 -9 -10 -11 -12 12 -14 17 -16 -17 -18 -19
leaf_value=0.00053153774552766684 0.00010662957079632596 0.00055862467980847749 0.00051693505452693434 0.00029259102315350183 0.00041579499338496823 0.0001264738469695002 0.000500736451113973 0.00043656716481692482 0.00052910653376942135 0.0001768930503043757 0.00038014415082221188 0.00063998507169657091 0.00081693049957680169 0.0005827224054749502 0.0007755056693920855 0.00068041510460826462 0.00062780130066839718 0.00046934678725137492
leaf_weight=55 79 65 88 88 94 52 69 57 52 82 55 1172 56 52 52 52 89 55
leaf_count=55 79 65 88 88 94 52 69 57 52 82 55 1172 56 52 52 52 89 55
internal_value=0 0.000312714 0.000600385 0.000463767 0.000268091 0.000313521 0.000615632 0.000629147 0.000356026 0.000304689 0.00052734 0.000636662 0.000643398 0.000636071 0.000645771 0.000604219 0.00057288 0.000524774
internal_weight=0 424 1940 195 359 280 1745 1513 228 176 232 1456 1387 1331 1224 107 177 107
internal_count=2364 424 1940 195 359 280 1745 1513 228 176 232 1456 1387 1331 1224 107 177 107
is_linear=0
shrinkage=0.0032998


Tree=8652
num_leaves=22
num_cat=0
split_feature=1 155 42 52 1456 3 49 13 133 1 480 12 51 13 393 12 1212 475 48 402 402
split_gain=0.0870391 0.149384 0.119979 0.0974187 0.0898375 0.0724511 0.0655638 0.0718871 0.0773447 0.064749 0.0602908 0.0651856 0.167976 0.159409 0.077136 0.061519 0.0706144 0.0786924 0.0586096 0.0497901 0.0515898
threshold=0.089625000000000024 0.099270000000000011 0.11159000000000001 -0.15824499999999997 -0.090954999999999994 0.12178000000000001 -0.015064999999999999 -0.085719999999999977 -0.00027499999999999996 0.13539000000000004 -0.063594999999999985 0.083725000000000008 -0.084389999999999979 -0.0097099999999999981 0.097165000000000015 0.086850000000000024 0.085650000000000018 -0.016104999999999998 0.085890000000000008 0.10401000000000001 0.023625000000000004
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=4 2 3 -2 -1 6 18 -8 -9 -7 -6 12 -12 -14 15 16 17 -13 -5 20 -17
right_child=1 -3 -4 5 10 9 7 8 -10 -11 11 14 13 -15 -16 19 -18 -19 -20 -21 -22
leaf_value=-0.00080214542632339519 -0.0033719199102250214 0.0096933791081158394 -0.0041711788872495614 -0.0039855053553690782 0.010407817229424672 0.0032013110872192389 -0.002194170574982229 -0.0010258979411174548 0.0057997284517366183 0.011099236006502726 0.0098131029306644836 0.0029967068763602353 0.0042956589300290867 -0.005810867129867601 0.011178589406442643 0.0039190600076631846 0.0011472744358369826 0.0095553098592432682 0.0029911965255727323 0.0078025533372037149 -0.0014343703148199135
leaf_weight=85 73 72 88 77 53 65 54 58 239 55 59 71 92 85 57 624 54 201 61 86 55
leaf_count=85 73 72 88 77 53 65 54 58 239 55 59 71 92 85 57 624 54 201 61 86 55
internal_value=0 0.0023577 0.00166943 0.00242569 0.00449593 0.0031236 0.00220886 0.00343178 0.00446073 0.00683617 0.00481057 0.00459492 0.00203496 -0.000547607 0.00511962 0.00480142 0.00674518 0.00784993 -0.000888582 0.00397075 0.00348278
internal_weight=0 842 770 682 1522 609 489 351 297 120 1437 1384 236 177 1148 1091 326 272 138 765 679
internal_count=2364 842 770 682 1522 609 489 351 297 120 1437 1384 236 177 1148 1091 326 272 138 765 679
is_linear=0
shrinkage=0.16829


Tree=8653
num_leaves=17
num_cat=0
split_feature=11 15 160 393 0 43 43 51 15 483 133 133 51 52 43 52
split_gain=0.130415 0.0928732 0.0760701 0.0680415 0.070642 0.104688 0.069837 0.058492 0.128705 0.0869052 0.07354 0.0981514 0.0657701 0.0617673 0.0611001 0.0119043
threshold=0.095720000000000013 -0.43457999999999991 -0.069009999999999988 0.097165000000000015 -0.041074999999999993 -0.09008999999999999 -0.042649999999999993 0.07955000000000001 -0.068639999999999993 0.09011000000000001 -0.038089999999999992 -0.13668499999999997 0.11293000000000002 -0.0018699999999999999 0.053035000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 9 12 10 11 -3 -9 -11 -12 -8
right_child=-2 3 -4 -5 5 6 15 8 -10 13 14 -13 -14 -15 -16 -17
leaf_value=0.0026712351178919129 -0.0050550797666618534 0.0041855757042069544 -0.0059588625480431852 0.0090121362307559686 0.012757029087867964 -0.00083062203960208262 0.0073034812207920987 0.00033959871749685775 -0.0041802760353174349 -0.0053100658005675013 0.0041082760066281938 -0.0014228122508408742 0.0069331025479966802 0.0023633681191739036 0.0093011925735090716 0.0041517708855125963
leaf_weight=62 54 195 54 63 52 55 96 91 97 52 1054 161 82 69 69 58
leaf_count=62 54 195 54 63 52 55 96 91 97 52 1054 161 82 69 69 58
internal_value=0 0.00329875 -0.00133074 0.00354433 0.00338184 0.00598243 0.00428829 0.00301791 0.000718263 0.00340485 0.00375985 0.00164415 0.00347523 -0.000919458 0.00442894 0.00612814
internal_weight=0 2310 116 2194 2131 261 209 1870 270 1600 1479 356 173 121 1123 154
internal_count=2364 2310 116 2194 2131 261 209 1870 270 1600 1479 356 173 121 1123 154
is_linear=0
shrinkage=0.16829


Tree=8654
num_leaves=22
num_cat=0
split_feature=4 40 42 51 16 4 42 133 50 0 0 4 0 16 49 4 4 4 475 0 42
split_gain=2.23595 1.0399 0.362801 0.202263 0.15526 0.376653 0.194764 0.180595 0.126287 0.125732 0.50833 0.153142 0.129325 0.123791 0.0945145 0.0816741 0.193682 0.0452231 0.041336 0.0270022 0.0187905
threshold=0.23590000000000003 -0.026419999999999996 0.10017000000000002 0.14560000000000003 0.0086100000000000013 -0.42305999999999994 0.086275000000000004 0.086505000000000012 0.10583000000000002 -0.13740499999999997 -0.15653499999999998 0.056815000000000011 -0.082954999999999987 -0.071044999999999983 -0.0086549999999999978 0.30163500000000004 0.42405000000000009 -0.010739999999999998 -1.0000000180025095e-35 -0.066659999999999983 0.094410000000000008
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 14 15 4 8 18 7 -7 9 10 -3 12 -11 -10 -1 -2 -17 20 -6 -18 -8
right_child=2 3 -4 -5 5 6 17 -9 13 11 -12 -13 -14 -15 -16 16 19 -19 -20 -21 -22
leaf_value=0.00038822666619795735 0.00059080918494334783 0.0008538355388254459 0.00020452121305108078 0.00056105994033151039 0.00093093106080678763 0.00048544560753915401 0.00073637514369849738 0.00071430793799488789 0.00096069023070129741 0.00082729425622411594 0.00043495247533654959 0.00064418732890406843 0.00075095443022209826 0.00076035300958215393 0.00055544045788072263 0.0003166331165795195 0.00048418236151829598 0.00080781321197343078 0.00079856615268442349 0.00059258263494907577 0.00065001338004073246
leaf_weight=77 66 72 61 58 65 103 66 61 81 537 57 86 472 62 75 71 57 58 53 56 70
leaf_count=77 66 72 61 58 65 103 66 61 81 537 57 86 472 62 75 71 57 58 53 56 70
internal_value=0 0.00073422 0.000433679 0.000755251 0.000761343 0.00070919 0.000655501 0.000570786 0.000779477 0.000768396 0.000669021 0.000780071 0.000791618 0.000874077 0.000470965 0.000489452 0.000452905 0.000726935 0.000871778 0.000538215 0.000692183
internal_weight=0 2053 311 1901 1843 476 358 164 1367 1224 129 1095 1009 143 152 250 184 194 118 113 136
internal_count=2364 2053 311 1901 1843 476 358 164 1367 1224 129 1095 1009 143 152 250 184 194 118 113 136
is_linear=0
shrinkage=0.0032998


Tree=8655
num_leaves=22
num_cat=0
split_feature=2 2 2 123 12 14 0 15 12 0 15 0 157 52 2 16 52 156 2 0 50
split_gain=3.91174 2.27402 0.7441 0.639469 0.568795 0.549013 0.53122 0.504312 0.31147 0.420301 0.332939 0.138758 0.101798 0.101151 0.0886964 0.151541 0.0587756 0.0478122 0.0387922 0.0452117 0.0350171
threshold=0.11366500000000002 -1.0000000180025095e-35 0.15630500000000003 1.0000000180025095e-35 -0.081914999999999988 0.062655000000000016 -0.084114999999999981 -0.10981499999999998 0.091545000000000015 -0.11169999999999998 -0.10245999999999998 -0.15135999999999997 -0.081634999999999985 -0.14816999999999997 0.088930000000000023 0.062910000000000008 -0.085009999999999988 0.087205000000000019 0.091955000000000023 -0.060199999999999997 0.089465000000000017
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 4 6 5 -1 8 11 -8 9 10 -3 -2 17 -14 15 20 -9 -11 -16 -20 -10
right_child=2 3 -4 -5 -6 -7 7 16 14 12 -12 -13 13 -15 18 -17 -18 -19 19 -21 -22
leaf_value=0.00016163186567662023 0.00041100898212964956 0.00087991072429823014 0.00011514704549567266 0.00048226125973181049 0.00056169501368655045 0.0011110493222824592 0.00031858991122721704 0.00076526914340067302 0.00068758899673202606 0.00098901058098001607 0.00054934393968347371 0.00018009578981302874 0.00074124512620043354 0.00085552894263225658 0.00086001706900855487 0.00054662195632821623 0.00062472116260047503 0.00086616703336590589 0.00073485609293182227 0.00084586775029513953 0.00078626722824132558
leaf_weight=69 59 52 77 67 89 65 57 63 88 89 95 56 101 740 53 63 78 69 227 55 90
leaf_count=69 59 52 77 67 89 65 57 63 88 89 95 56 101 740 53 63 78 69 227 55 90
internal_value=0 0.000767651 0.000406352 0.000800054 0.000387207 0.000811949 0.000477877 0.000581668 0.000800639 0.000832342 0.000666519 0.000298871 0.000856707 0.000841846 0.000737502 0.000687882 0.000687769 0.000935587 0.000773094 0.000756632 0.00073768
internal_weight=0 2012 390 1854 158 1787 313 198 1722 1146 147 115 999 841 576 241 141 158 335 282 178
internal_count=2402 2012 390 1854 158 1787 313 198 1722 1146 147 115 999 841 576 241 141 158 335 282 178
is_linear=0
shrinkage=0.0032998


Tree=8656
num_leaves=16
num_cat=0
split_feature=10 1 49 0 3 15 1456 3 457 43 42 42 39 481 1186
split_gain=0.219202 0.147579 0.151796 0.10718 0.12451 0.152443 0.0650482 0.0626031 0.0805354 0.0583693 0.0466305 0.0650062 0.0448784 0.0412895 0.0446761
threshold=-0.089679999999999982 0.10915500000000002 -0.067339999999999983 -0.010949999999999998 -0.074694999999999998 -0.083359999999999976 -0.090954999999999994 0.10812000000000001 0.094845000000000013 0.0035900000000000007 0.11747 -0.071044999999999983 0.089130000000000015 0.0028200000000000005 0.049580000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 12 -2 8 9 13 11 -11 -6 14 -8
right_child=1 2 3 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0062429768579200812 0.00011352759367895718 -0.0073328752334944347 -0.0064753147952801406 0.0081345638353838689 0.0020631547675052115 0.0087664772876153933 0.0048153357662574182 -0.00074824991595964568 0.011362596823039722 0.0072396561640006339 0.0073674018904015225 0.00063909542314079769 -0.0042224412822523677 0.0098088467571649397 0.0094713132912414757
leaf_weight=61 90 54 54 70 69 73 1311 56 54 52 52 230 60 54 62
leaf_count=61 90 54 54 70 69 73 1311 56 54 52 52 230 60 54 62
internal_value=0 0.00396488 0.000923539 0.00229668 0.000693361 0.00261863 0.00455331 0.00476591 0.00493704 0.00473898 0.00272501 0.00186259 -0.000846451 0.00520911 0.00502689
internal_weight=0 2341 380 326 256 202 1961 1871 1815 1761 334 282 129 1427 1373
internal_count=2402 2341 380 326 256 202 1961 1871 1815 1761 334 282 129 1427 1373
is_linear=0
shrinkage=0.16829


Tree=8657
num_leaves=24
num_cat=0
split_feature=1 1 16 1 14 151 12 16 47 12 16 133 1 1 16 402 49 16 16 1 12 133 43
split_gain=4.74476 0.454276 0.469563 0.453732 0.268964 0.218282 0.16595 0.133715 0.177499 0.135283 0.133141 0.120891 0.104662 0.0793409 0.0736907 0.0630334 0.0774713 0.0507669 0.112729 0.0478652 0.0303591 0.0428743 0.0408402
threshold=0.10932500000000002 0.13662500000000002 0.14091500000000004 0.096325000000000008 0.062655000000000016 -1.0000000180025095e-35 0.091545000000000015 0.26538000000000006 0.081320000000000017 0.085775000000000004 0.014185000000000001 0.087035000000000015 0.11481500000000001 0.12282000000000001 -0.093079999999999982 0.083730000000000013 0.097085000000000019 0.39524000000000009 -0.046599999999999996 0.14846500000000004 0.095165000000000013 0.062925000000000009 -0.052219999999999996
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 11 4 6 -5 7 8 10 -10 14 12 -2 -14 -1 16 20 18 -7 -3 21 -8 -22
right_child=1 19 -4 5 -6 17 15 -9 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.00061466333993600306 0.00041078776998936564 0.00014692394018254516 0.00061433064596384172 0.00035999277615800013 0.00086898746084106235 0.00062986327386835067 0.00074086399275195055 0.00052746093369484485 0.00092785700654419035 0.00068975225297000363 0.00054642637036896047 0.00013821663337765152 0.00015654341102982309 0.00033811176253084775 0.00069603317600295243 0.00051183886509746624 0.00053239722198033157 0.00066106851097296653 0.0004194539589339878 1.8695581313989844e-05 0.00067014845121375947 0.00062124432482645237 0.00057482269823746351
leaf_weight=157 70 84 52 77 65 62 70 66 55 53 91 60 55 52 706 76 97 53 53 52 91 74 131
leaf_count=157 70 84 52 77 65 62 70 66 55 53 91 60 55 52 706 76 97 53 53 52 91 74 131
internal_value=0 0.000255789 0.000329848 0.00064025 0.000659119 0.000506712 0.000650915 0.00067394 0.00068301 0.000811336 0.000668445 0.000267281 0.000310832 0.000245111 0.000681271 0.000602665 0.000617497 0.000573748 0.000533198 9.81545e-05 0.000639955 0.000679637 0.000614056
internal_weight=0 425 289 1977 1732 245 1667 1128 1062 108 954 237 177 107 863 539 463 168 115 136 366 144 222
internal_count=2402 425 289 1977 1732 245 1667 1128 1062 108 954 237 177 107 863 539 463 168 115 136 366 144 222
is_linear=0
shrinkage=0.0032998


Tree=8658
num_leaves=29
num_cat=0
split_feature=1 1 13 39 0 0 12 12 13 2 13 1375 2 42 0 0 13 129 0 13 50 49 2 0 1 0 2 42
split_gain=3.72752 0.386364 0.375815 0.381773 0.360827 0.312966 0.157782 0.155671 0.122984 0.0971792 0.0805251 0.0885476 0.0785921 0.0735212 0.0781767 0.0673124 0.0601742 0.0592654 0.0583154 0.0536643 0.0452323 0.035907 0.0353522 0.0347109 0.0313728 0.00316352 0.00255816 0.00199616
threshold=0.10915500000000002 0.096325000000000008 -0.10278499999999999 0.087735000000000021 -0.10891999999999999 -0.062694999999999987 -1.0000000180025095e-35 0.091475000000000015 -0.062109999999999992 0.106035 -0.020084999999999995 -0.07273499999999998 0.064660000000000009 -0.099454999999999974 -0.061204999999999989 -0.088589999999999988 -0.065269999999999981 0.087825000000000014 -0.057279999999999991 -0.08533499999999998 0.082725000000000007 -1.0000000180025095e-35 0.096685000000000007 -0.08075499999999998 0.12796000000000002 -0.10023499999999998 0.09796500000000001 0.096490000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 8 -2 6 -3 9 -4 10 11 -1 -12 -9 16 20 26 21 -5 -17 -13 -14 23 -18 -10 -8 27 -15
right_child=2 5 3 18 -6 -7 25 13 24 -11 12 15 17 14 -16 19 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00079965092457124015 0.00030136495092980526 0.00028310883244096654 0.0005854819120878704 0.0001450309138823318 -5.8877323674657218e-05 0.00068204220528272214 0.00047996706510295914 0.00073567882677360468 0.00035602060454815706 0.0005438432337011883 0.00061462246104910612 0.00057841503918515283 0.00069371803913265443 0.00068116545172355685 0.00051609554916712838 0.00072417986020629718 0.00068469738257895371 0.00065009706773562633 0.00029496878707863886 0.00064614416672958269 0.00068508050007349598 0.00078700197628281713 0.00053404884417383616 0.00057724291072822011 0.00046396464144061067 0.00053189344100491691 0.00070361233911781288 0.00063158670972415245
leaf_weight=53 72 53 58 61 52 84 52 52 77 55 62 164 66 58 98 190 61 63 55 229 66 227 91 91 54 52 53 53
leaf_count=53 72 53 58 61 52 84 52 52 77 55 62 164 66 58 98 190 61 63 55 229 66 227 91 91 54 52 53 53
internal_value=0 0.000643223 0.000303668 0.000366022 0.000150012 0.00051875 0.000431159 0.000660523 0.000457651 0.000682335 0.000689105 0.000666893 0.000726324 0.000614446 0.000601893 0.000655997 0.000622465 0.000745678 0.000216426 0.000681614 0.000609177 0.000766109 0.000588331 0.000620598 0.000400786 0.000506269 0.000672827 0.00065781
internal_weight=0 1973 429 305 124 241 157 1732 189 1175 1120 702 418 557 505 649 407 356 116 419 230 293 243 152 131 104 164 111
internal_count=2402 1973 429 305 124 241 157 1732 189 1175 1120 702 418 557 505 649 407 356 116 419 230 293 243 152 131 104 164 111
is_linear=0
shrinkage=0.0032998


Tree=8659
num_leaves=20
num_cat=0
split_feature=1 10 43 0 1375 156 52 0 1456 156 52 0 51 1186 0 474 160 151 1
split_gain=0.194301 0.105751 0.116681 0.0765139 0.0910696 0.0659583 0.0818644 0.0698404 0.0612705 0.0848541 0.076568 0.0700783 0.0596989 0.0439071 0.0390329 0.0355587 0.0339462 0.0588607 0.0112921
threshold=0.096325000000000008 -1.0000000180025095e-35 0.0054600000000000004 -0.14216999999999999 -0.07273499999999998 0.10339000000000002 -0.13370999999999997 -0.034179999999999995 -0.011624999999999998 0.088175000000000017 -0.082354999999999984 -0.084524999999999975 -0.015609999999999997 1.0000000180025095e-35 0.040035000000000008 0.085020000000000012 -0.081969999999999987 -0.033849999999999991 0.085265000000000021
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 5 18 -5 6 -3 16 11 12 -11 -6 15 14 -14 -10 -8 -18 -1
right_child=1 2 -4 4 8 -7 7 -9 9 10 -12 -13 13 -15 -16 -17 17 -19 -20
leaf_value=0.0073550124771980313 -0.0035942839036224995 -0.0026496895828590577 -0.0046499819411966702 0.011164509558848321 -0.0027201618232944183 0.0078790446979927192 0.0063840721917687443 0.0089826479414090287 0.0062626167744275077 -0.0038136559046848509 0.004929000436343289 0.0043889044466389193 0.0046274344021565378 0.0093404929768843223 3.1747835214788701e-05 0.011838130704967914 -0.0020243747404039107 0.0034175793520360553 0.010706102403826046
leaf_weight=71 99 75 60 57 72 73 52 55 93 61 53 86 1021 54 56 52 83 173 56
leaf_count=71 99 75 60 57 72 73 52 55 93 61 53 86 1021 54 56 52 83 173 56
internal_value=0 0.00147619 0.00235846 0.00485547 0.00453853 0.00318488 0.00239842 0.00344637 0.00429339 0.00465077 0.000235153 0.00113796 0.00504386 0.00462809 0.00439014 0.0082745 0.00245192 0.00164618 0.00884681
internal_weight=0 670 571 1732 1605 511 438 363 1548 1390 114 158 1276 1131 1077 145 308 256 127
internal_count=2402 670 571 1732 1605 511 438 363 1548 1390 114 158 1276 1131 1077 145 308 256 127
is_linear=0
shrinkage=0.16829


Tree=8660
num_leaves=14
num_cat=0
split_feature=1 1213 1212 3 3 1 1208 455 3 3 156 13 52
split_gain=0.209097 0.152818 0.321351 0.0738859 0.0979356 0.0927606 0.0683977 0.0604159 0.0528093 0.09133 0.0455854 0.0332539 0.0229856
threshold=0.13630500000000004 -0.112105 -0.040879999999999993 -0.18766499999999997 -0.11255999999999998 0.080125000000000016 0.097165000000000015 1.0000000180025095e-35 0.10812000000000001 0.12991000000000003 0.10441500000000002 -0.15714499999999998 -0.083119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 -5 7 8 10 -10 -6 -2 -3
right_child=11 3 -4 4 6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0058774491652822339 -0.00014769526515232001 0.0020845022251218693 -0.012120164087302576 0.0041661303363305308 0.0043073746806998126 0.012473980749105513 -0.0019760783880213959 0.0096473635428481561 -0.0047820910479477738 0.0043408128317168129 -0.00015185511544663793 -0.0056013562950835262 -0.0027571961867952793
leaf_weight=61 56 57 52 78 1526 76 55 53 53 75 67 75 54
leaf_count=61 56 57 52 78 1526 76 55 53 53 75 67 75 54
internal_value=0 0.00362963 -0.00238874 0.00395526 0.00419183 0.00827777 0.00384681 0.00402835 0.00385427 0.000549325 0.0041187 -0.00328373 -0.000254733
internal_weight=0 2207 113 2094 1983 154 1829 1774 1721 128 1593 131 111
internal_count=2338 2207 113 2094 1983 154 1829 1774 1721 128 1593 131 111
is_linear=0
shrinkage=0.16829


Tree=8661
num_leaves=13
num_cat=0
split_feature=10 10 0 133 41 1212 3 3 157 0 12 133
split_gain=0.192936 0.0829898 0.348059 0.0573478 0.133994 0.0796766 0.0615537 0.0969044 0.0696851 0.0644678 0.0359385 0.0352675
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.068669999999999995 -0.10298999999999998 0.07831500000000001 1.0000000180025095e-35 -0.154195 -0.11327499999999999 -0.096984999999999974 -0.23046999999999998 0.092735000000000026 -0.17932999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 10 -5 -8 -9 -10 11 -3
right_child=-2 3 -4 4 -6 -7 7 8 9 -11 -12 -13
leaf_value=0.0071025903140034775 -0.0061283815616284239 -0.0016840256781679376 -0.010909597044414717 -0.00071747858194220581 0.011447225707308129 -0.0043580700485803111 0.0097150736468110798 -0.0022089186612402854 0.0084902766995010211 0.0032475878577782934 0.0053168906462327178 0.0036376111438031779
leaf_weight=65 68 74 57 102 59 62 69 63 70 1502 80 67
leaf_count=65 68 74 57 102 59 62 69 63 70 1502 80 67
internal_value=0 0.00296099 -0.00129821 0.00320374 0.00354283 0.000962743 0.00328361 0.00352416 0.00326179 0.00348218 0.00246359 0.000831954
internal_weight=0 2270 122 2148 1865 283 1806 1704 1635 1572 221 141
internal_count=2338 2270 122 2148 1865 283 1806 1704 1635 1572 221 141
is_linear=0
shrinkage=0.16829


Tree=8662
num_leaves=22
num_cat=0
split_feature=1 1 150 1 51 0 0 15 43 51 13 1 1446 1452 151 15 43 0 15 133 13
split_gain=3.48249 0.562355 0.392072 0.306274 0.204408 0.243668 0.166065 0.161178 0.150361 0.144742 0.0952681 0.0934921 0.0897777 0.0840317 0.0971801 0.078987 0.0805763 0.0646173 0.0627388 0.0186549 0.0143152
threshold=0.11663000000000003 0.090785000000000018 1.0000000180025095e-35 0.13630500000000004 -0.09798999999999998 -0.13972999999999997 -0.15061499999999997 -0.083359999999999976 0.0049250000000000014 0.11024000000000002 -0.009329999999999998 0.093100000000000002 0.088980000000000017 0.083330000000000015 -0.085134999999999975 0.089410000000000003 0.10183500000000002 -0.065794999999999979 -0.099329999999999988 -0.035819999999999991 -0.076584999999999986
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 6 4 7 -3 -6 -1 -2 9 12 -4 -7 13 14 -8 16 -10 -5 -13 -17 -20
right_child=3 2 10 17 5 11 8 -9 15 -11 -12 18 -14 -15 -16 19 -18 -19 20 -21 -22
leaf_value=0.00079474772127975473 0.00022223781646413536 0.00075672060905760622 0.00046245963943003298 0.00017254518134684327 0.00033770308011498335 0.00046143530407972229 0.00073500500658591535 0.00043948253886798793 0.00040429533541604069 0.00049620121007539842 0.00028878448387780842 0.00051083750462262221 0.00078340516957835422 0.00078170082327217079 0.00063059033083019201 0.00067641689138733525 0.00056625226146126198 2.523803402700746e-05 0.00059741460833916495 0.00058191554915705459 0.0006726210482725628
leaf_weight=73 86 55 63 66 56 60 114 67 54 67 80 53 60 52 902 53 98 65 55 58 101
leaf_count=73 86 55 63 66 56 60 114 67 54 67 80 53 60 52 902 53 98 65 55 58 101
internal_value=0 0.000607276 0.000513515 0.000217225 0.000569106 0.000537247 0.000639282 0.000317601 0.000631474 0.000647383 0.000365545 0.000578657 0.000656331 0.000649159 0.000642341 0.000559055 0.000508947 9.97228e-05 0.000612141 0.000627355 0.000646332
internal_weight=0 2054 523 284 380 325 1531 153 1458 1195 143 269 1128 1068 1016 263 152 131 209 111 156
internal_count=2338 2054 523 284 380 325 1531 153 1458 1195 143 269 1128 1068 1016 263 152 131 209 111 156
is_linear=0
shrinkage=0.0032998


Tree=8663
num_leaves=28
num_cat=0
split_feature=1 1 12 12 51 3 3 13 15 1 15 3 0 3 12 13 40 403 2 132 13 13 0 15 133 12 12
split_gain=4.95769 1.22366 0.848234 0.654451 0.455417 0.267984 0.218054 0.209322 0.206715 0.155803 0.150376 0.1412 0.12417 0.11242 0.150849 0.0881636 0.0755482 0.0558143 0.0509817 0.0441096 0.0430107 0.0411688 0.0349293 0.0318172 0.0293158 0.0286025 0.0282627
threshold=0.104035 0.13630500000000004 0.085090000000000013 0.054520000000000006 -0.096089999999999981 -0.081224999999999978 0.25468500000000005 -1.0000000180025095e-35 -0.097984999999999989 0.092655000000000015 -0.044164999999999989 -0.15956499999999998 -0.079119999999999982 -0.080634999999999984 0.090465000000000004 -0.091914999999999983 -0.064864999999999992 0.0032850000000000002 0.092155000000000015 -0.083284999999999984 0.039845000000000012 -0.061199999999999991 -0.07964499999999998 -0.050699999999999995 0.089380000000000015 0.088125000000000023 0.097610000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 -1 11 -3 16 -6 -10 -4 -5 15 -7 25 -13 -2 19 22 -17 24 26 -16 -23 -14 -15 -20
right_child=1 6 10 5 8 13 -8 -9 9 -11 -12 12 20 14 18 17 -18 -19 21 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.00090469414040222277 0.00039976836755743322 0.00026813283584428986 0.00064374973569542384 0.0010130709200484322 0.00073858051316371917 0.00062629153013002501 -4.0273200343590598e-06 0.00051893171524737417 0.00059488774446570837 0.00037554989847523538 0.00087153755603741471 0.00075463220764251005 0.00085671177408950985 0.00093421630535087704 0.00075214477952482647 0.00095064024787406783 0.00024142772880663687 0.00096151031731675648 0.00071862087754681104 0.00085562917258065441 0.00068424381959025554 0.00072926613031304465 0.00087164875320152452 0.00060739285447666477 0.00075112823332576452 0.0008298031444515017 0.00082046997919002951
leaf_weight=60 65 76 87 62 63 58 55 99 95 58 52 73 65 63 69 68 70 86 92 508 52 52 55 54 70 75 56
leaf_count=60 65 76 87 62 63 58 55 99 95 58 52 73 65 63 69 68 70 86 92 508 52 52 55 54 70 75 56
internal_value=0 0.000428339 0.000524735 0.000798029 0.000649327 0.000824349 0.000153598 0.000403118 0.000578228 0.00051197 0.000729219 0.000857707 0.000847222 0.000767102 0.000782862 0.000866921 0.000317927 0.00087925 0.000748136 0.000866907 0.000769606 0.000720024 0.000805435 0.000667512 0.000802226 0.000877725 0.000757396
internal_weight=0 504 373 1834 276 1558 131 234 216 153 139 984 922 574 516 735 135 662 378 576 187 254 124 106 135 138 148
internal_count=2338 504 373 1834 276 1558 131 234 216 153 139 984 922 574 516 735 135 662 378 576 187 254 124 106 135 138 148
is_linear=0
shrinkage=0.0032998


Tree=8664
num_leaves=19
num_cat=0
split_feature=1 0 12 0 43 51 3 0 403 0 12 1209 160 160 1427 3 48 12
split_gain=0.156693 0.10016 0.0939829 0.109227 0.101532 0.0882364 0.0823201 0.133751 0.0544634 0.0530408 0.0486326 0.0504099 0.0453077 0.0877403 0.0333872 0.061472 0.0265471 0.0221958
threshold=0.13630500000000004 -0.057864999999999993 0.083970000000000017 -0.15385999999999997 -0.090809999999999988 0.07955000000000001 -0.018739999999999996 -0.085784999999999986 -0.52017999999999986 -0.22607999999999998 0.084665000000000004 0.083050000000000013 0.055845000000000006 0.10446500000000002 0.083935000000000023 -0.15197999999999998 0.087470000000000006 -0.081314999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 -5 6 7 -6 -4 -1 -10 12 14 -14 15 -12 17 -8
right_child=1 -3 8 4 5 -7 16 -9 10 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0034796786938818616 0.0020208333119315154 -0.007278280911538715 0.00039937257986395264 0.006380775605638195 0.0031117455071705304 -0.0054956916660350479 0.0066861954767497237 -0.0067821437612764178 0.0084709632462507452 0.01027900461194972 -0.00071942452842137824 0.0079710403357054534 0.011552087152074833 0.0034473772620418797 0.0077943143101246943 0.0037946284036003103 -3.7632384048250804e-05 0.0024592499822064136
leaf_weight=90 68 63 98 76 73 76 61 82 84 52 93 98 63 97 52 967 57 88
leaf_count=90 68 63 98 76 73 76 61 82 84 52 93 98 63 97 52 967 57 88
internal_value=0 -0.00243755 0.00354522 0.0018499 0.000702563 -0.000280841 0.000812046 -0.00211085 0.00425955 0.00598223 0.00451849 0.00427484 0.00398866 0.00664984 0.00360414 0.00339689 0.00302003 0.0042018
internal_weight=0 131 2207 655 513 437 361 155 1552 142 1454 1370 1272 160 1112 1060 206 149
internal_count=2338 131 2207 655 513 437 361 155 1552 142 1454 1370 1272 160 1112 1060 206 149
is_linear=0
shrinkage=0.16829


Tree=8665
num_leaves=18
num_cat=0
split_feature=2 12 15 15 2 3 52 16 12 3 150 43 3 12 157 16 51
split_gain=3.20319 1.56996 0.5013 0.337725 0.337196 0.322067 0.290252 0.525214 0.187954 0.453038 0.271657 0.22037 0.187876 0.217628 0.119508 0.106039 0.066901
threshold=0.14271500000000001 -0.011819999999999999 -0.37478999999999996 -0.24042999999999998 0.17000000000000001 0.13772500000000001 -0.088584999999999983 -0.071359999999999993 0.090135000000000007 -0.14070999999999997 0.083295000000000022 -0.069434999999999983 0.021805000000000001 0.083570000000000019 -0.06588999999999999 -0.013024999999999998 -0.24177499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 8 -5 -8 10 -10 12 -12 13 -4 -11 -14 -16
right_child=4 2 5 6 -6 -7 7 -9 9 14 11 -13 15 -15 16 -17 -18
leaf_value=0.00022624171741961752 0.00026222787021276645 0.00038078965597604494 0.00060652126439359431 0.00069694817754924036 -8.418885730632573e-05 0.00044827554495223643 0.00064662061650229646 0.00022979466028699965 0.00090352300220362567 0.00049695299784430907 0.0007237823350322789 0.00046650291315311821 0.00076960552921757908 0.00076035531740844533 0.00055490427209262995 0.00097342126115445725 0.00066557740349306935
leaf_weight=73 72 56 120 54 53 55 58 77 80 60 78 70 54 695 71 64 578
leaf_count=73 72 56 120 54 53 55 58 77 80 60 78 70 54 695 71 64 578
internal_value=0 0.000658161 0.000689937 0.000417766 0.000115065 0.000698912 0.000491555 0.000409136 0.000706265 0.000667055 0.000734851 0.000602334 0.000755834 0.000737748 0.000640324 0.000880448 0.000653524
internal_weight=0 2243 1981 262 125 1925 189 135 1870 789 1081 148 933 815 709 118 649
internal_count=2368 2243 1981 262 125 1925 189 135 1870 789 1081 148 933 815 709 118 649
is_linear=0
shrinkage=0.0032998


Tree=8666
num_leaves=19
num_cat=0
split_feature=3 4 3 42 1446 484 47 3 43 47 52 16 4 15 16 2 15 130
split_gain=0.258604 0.108666 0.106353 0.106164 0.121254 0.0722797 0.0682921 0.0974879 0.0646843 0.0572458 0.0509818 0.0702646 0.0720409 0.126446 0.0438774 0.0604656 0.0818004 0.0323091
threshold=0.31534000000000006 0.0015850000000000003 0.095555000000000015 -0.093464999999999979 0.088500000000000009 0.0038100000000000005 0.078345000000000012 -0.0092099999999999977 -0.11990999999999997 0.097480000000000011 -0.23742499999999997 -0.44010499999999991 0.26450500000000005 -0.12431499999999999 -0.16238499999999997 0.11866500000000001 -0.083359999999999976 0.0062100000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 6 10 7 8 -5 -8 -3 12 -12 -14 -13 16 -16 -1
right_child=-2 5 -4 4 -6 -7 9 -9 -10 -11 11 14 13 -15 15 -17 -18 -19
leaf_value=0.0047032565582463513 -0.0075742300693915207 0.006514175455756787 0.0096923558507059325 -0.0011224691758911804 0.0097162748280866067 -0.0033166976566315182 0.01058116407862256 -0.0037297088812443071 0.003049755557963637 0.0031979204614009417 0.0093293317284712414 -0.0035648959149059546 0.0075102065473998348 -0.0034113754401985238 0.00035448030340589639 -0.0036962514187215013 0.0077147881063529249 0.0096550464735572061
leaf_weight=66 67 61 82 117 72 86 53 73 996 70 53 76 58 62 165 61 58 92
leaf_count=66 67 61 82 117 72 86 53 73 996 70 53 76 58 62 165 61 58 92
internal_value=0 0.00302514 0.00377472 0.00345826 0.00298333 0.00123561 0.00261162 0.00221785 0.00260955 0.00639392 0.00189772 0.00136601 0.00415342 0.00185242 2.15193e-05 0.00098759 0.00227688 0.00759795
internal_weight=0 2301 1621 1539 1381 680 1309 1186 1113 123 594 533 173 120 360 284 223 158
internal_count=2368 2301 1621 1539 1381 680 1309 1186 1113 123 594 533 173 120 360 284 223 158
is_linear=0
shrinkage=0.16829


Tree=8667
num_leaves=22
num_cat=0
split_feature=4 3 1 2 3 42 11 3 11 4 16 2 12 4 13 42 4 403 1 15 0
split_gain=3.55918 1.23611 0.761614 0.267227 0.265318 0.262883 0.248419 0.236744 0.200576 0.169155 0.161465 0.334466 0.130314 0.0959786 0.102547 0.0727506 0.0590811 0.0544047 0.051271 0.0326468 0.0272637
threshold=0.30163500000000004 -0.065259999999999999 0.104035 0.13712500000000002 0.13524500000000003 0.086700000000000013 1.0000000180025095e-35 -0.12077499999999998 0.086080000000000018 0.0049200000000000008 -0.013024999999999998 0.094195000000000015 -1.0000000180025095e-35 -0.085474999999999982 0.0061450000000000003 0.11387000000000001 0.065590000000000009 -0.092059999999999989 0.084795000000000023 0.084715000000000013 -0.10147999999999999
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 6 10 12 5 -2 7 -1 -8 13 18 -12 -4 17 15 -15 -11 -9 20 -19 -3
right_child=4 2 3 -5 -6 -7 8 9 -10 16 11 -13 -14 14 -16 -17 -18 19 -20 -21 -22
leaf_value=0.0005643784976371274 0.00048382602359076348 0.00072073086192722083 0.00039848775498735084 0.00021904928779802754 9.7544964472881971e-05 0.0002351897780051818 0.0010474015427696026 0.00095415028655215903 0.00079452535792399353 0.00062435275524359737 0.00093071332917296591 0.00062775656790057133 0.00060776030060106395 0.00079425985942195262 0.00066211516441995087 0.00068586439315837142 0.00074107491555162246 0.0008767651136190849 0.00055430370833073729 0.00076079948911051201 0.00061180238622127083
leaf_weight=64 96 56 69 52 53 91 64 52 78 102 71 93 64 829 85 79 101 63 86 60 60
leaf_count=64 96 56 69 52 53 91 64 52 78 102 71 93 64 829 85 79 101 63 86 60 60
internal_value=0 0.000728704 0.000593885 0.000420829 0.000304541 0.00036302 0.000775787 0.000762606 0.000908746 0.000771833 0.000681263 0.00075913 0.000499455 0.000787312 0.000774396 0.000784868 0.0006826 0.000860403 0.00061787 0.000820483 0.000664692
internal_weight=0 2128 551 185 240 187 1577 1435 142 1371 366 164 133 1168 993 908 203 175 202 123 116
internal_count=2368 2128 551 185 240 187 1577 1435 142 1371 366 164 133 1168 993 908 203 175 202 123 116
is_linear=0
shrinkage=0.0032998


Tree=8668
num_leaves=13
num_cat=0
split_feature=3 13 1373 48 51 3 42 2 3 16 129 15
split_gain=0.194017 0.0777772 0.0736053 0.0995259 0.0660212 0.0937215 0.0707316 0.0555235 0.0765884 0.0378678 0.0370413 0.0187831
threshold=0.31534000000000006 0.23904000000000003 0.084345000000000017 0.12474000000000002 0.10446500000000002 -0.080049999999999996 -0.093464999999999979 0.12051500000000002 0.11372500000000001 -0.080419999999999978 0.086435000000000012 -0.080944999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 10 8 -8 -9 -1 -7
right_child=-2 -3 -4 -5 5 11 7 9 -10 -11 -12 -13
leaf_value=0.0093562552425066822 -0.0061257015856029289 -0.0017837628009827289 -0.0029877157147805236 0.010483226104752117 0.012395367084478285 0.0059330139443523741 0.0026700825178589444 0.0025332872565412314 0.0085333277439920367 -0.0034589744969745814 0.0039603752073864148 0.0014390835086154148
leaf_weight=69 67 90 52 55 52 53 1609 53 66 68 79 55
leaf_count=69 67 90 52 55 52 53 1609 53 66 68 79 55
internal_value=0 0.00305288 0.00325058 0.00340166 0.00321569 0.00651095 0.00294355 0.00265045 0.00290218 -0.000819417 0.00648816 0.00366107
internal_weight=0 2301 2211 2159 2104 160 1944 1796 1675 121 148 108
internal_count=2368 2301 2211 2159 2104 160 1944 1796 1675 121 148 108
is_linear=0
shrinkage=0.16829


Tree=8669
num_leaves=13
num_cat=0
split_feature=3 2 1186 3 3 52 12 1375 133 13 16 16
split_gain=0.134466 0.0717121 0.0742008 0.0640559 0.102021 0.107153 0.0723578 0.0625655 0.0698672 0.105771 0.0828244 0.0533254
threshold=0.31343500000000007 0.15020000000000003 0.0044650000000000011 0.097710000000000005 -0.0092099999999999977 -0.085009999999999988 -0.088684999999999986 -0.07273499999999998 -0.13082499999999997 -0.088494999999999976 -0.072534999999999988 -0.083104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 -1 10 -10 -9 -5
right_child=-2 -3 -4 11 5 6 -8 8 9 -11 -12 -13
leaf_value=0.0087783059451221578 -0.004450783302137799 -0.0031184096765547236 -0.0021773038272516277 0.0022390248306329835 0.0056125171491034163 0.0017502979790239416 -0.0059003749111623746 0.007919079712225276 -0.001443217232286028 0.002982653477341733 0.00095259220602300404 0.0088666368462915566
leaf_weight=53 80 61 84 57 53 54 98 151 172 1343 72 90
leaf_count=53 80 61 84 57 53 54 98 151 172 1343 72 90
internal_value=0 0.00256063 0.00271699 0.00290968 0.00265843 -0.000891044 -0.00317055 0.00306571 0.00289047 0.00247899 0.00567787 0.00630897
internal_weight=0 2288 2227 2143 1996 205 152 1791 1738 1515 223 147
internal_count=2368 2288 2227 2143 1996 205 152 1791 1738 1515 223 147
is_linear=0
shrinkage=0.16829


Tree=8670
num_leaves=9
num_cat=0
split_feature=0 4 4 4 11 0 0 0
split_gain=0.0954321 0.121645 0.0691202 0.0666813 0.06926 0.0560302 0.208857 0.0855931
threshold=-0.22607999999999998 0.51326500000000019 0.45363500000000007 0.36766000000000004 0.089270000000000002 0.11026000000000001 0.040035000000000008 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.0025832997657250526 0.0028125540287841037 -0.00334567158767618 0.0088965852549792446 -0.0026207286052433382 0.0091222512636302735 0.0075652920153728744 -0.0072581534933098294 0.0080613948770919593
leaf_weight=95 1783 86 57 59 53 72 57 93
leaf_count=95 1783 86 57 59 53 72 57 93
internal_value=0 0.002852 0.00309799 0.00294102 0.00310134 0.00294129 0.00276812 0.00307372
internal_weight=0 2260 2174 2117 2058 2005 1933 1876
internal_count=2355 2260 2174 2117 2058 2005 1933 1876
is_linear=0
shrinkage=0.16829


Tree=8671
num_leaves=14
num_cat=0
split_feature=49 52 47 52 52 132 132 39 10 124 13 160 42
split_gain=0.075198 0.0551452 0.0808222 0.0671828 0.0824782 0.0710685 0.0795166 0.0636813 0.0811662 0.0515767 0.0311318 0.0226774 0.0208392
threshold=-0.15884999999999996 0.14564000000000002 0.078875000000000015 0.12398000000000002 0.11110500000000002 0.10859000000000001 0.082230000000000011 0.090880000000000016 -0.0082499999999999987 -0.043384999999999993 -0.065269999999999981 -0.40907999999999994 0.090040000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 4 5 6 7 8 -2 -9 -8 12 -3
right_child=1 2 -4 -5 -6 -7 10 9 -10 -11 -12 -13 -14
leaf_value=-0.0038371740852930049 -0.0039203069216435463 0.0044332549012318905 -0.0056408947577894801 0.0086357065588307542 -0.0039807861458117551 0.0076953368379183464 0.0011056244289762054 0.0027476125394790048 0.0027042307889839161 0.010076575321934679 -0.0044219143289097942 -0.00054552200151329914 0.00020655771844973981
leaf_weight=57 54 89 55 52 54 77 54 52 1547 59 61 90 54
leaf_count=57 54 89 55 52 54 77 54 52 1547 59 61 90 54
internal_value=0 0.0023393 0.00015476 0.00265141 0.00249157 0.00267607 0.00246355 0.00275172 0.00247967 0.00665937 -0.00181075 0.00153054 0.00284972
internal_weight=0 2298 288 2010 1958 1904 1827 1712 1601 111 115 233 143
internal_count=2355 2298 288 2010 1958 1904 1827 1712 1601 111 115 233 143
is_linear=0
shrinkage=0.16829


Tree=8672
num_leaves=13
num_cat=0
split_feature=1 10 0 49 48 48 157 1 0 160 157 160
split_gain=0.0667557 0.0923497 0.0614851 0.055001 0.0623259 0.0568356 0.0527099 0.0621005 0.0511158 0.0688047 0.0489143 0.0260536
threshold=0.14787500000000001 -0.074314999999999978 -0.22607999999999998 -0.064484999999999987 0.084725000000000009 -0.0046349999999999994 -0.0036449999999999994 0.090150000000000022 0.11026000000000001 -0.53447999999999996 -0.082134999999999986 0.0047600000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 10 9 -8 -7 -6
right_child=-2 2 3 5 11 6 8 -9 -10 -11 -12 -13
leaf_value=0.0086574942532634206 -0.0039625662817962806 -0.002392312217645816 0.0023868939610650602 0.0067109178417317748 -0.0061921427670727138 0.0038642882285531799 -0.003124551277079576 -0.0033579909389459123 0.0070272312930462913 0.0025047650225445569 -0.0012372214031484616 -0.00084504269289407171
leaf_weight=57 55 95 98 78 52 125 64 101 67 1418 92 53
leaf_count=57 55 95 98 78 52 125 64 101 67 1418 92 53
internal_value=0 0.00195985 0.00178885 0.00197461 -0.000654498 0.00224993 0.0020626 8.32119e-05 0.00246779 0.00226045 0.00169316 -0.00351024
internal_weight=0 2300 2243 2148 203 1945 1867 318 1549 1482 217 105
internal_count=2355 2300 2243 2148 203 1945 1867 318 1549 1482 217 105
is_linear=0
shrinkage=0.16829


Tree=8673
num_leaves=10
num_cat=0
split_feature=41 41 1 51 1 1 40 0 159
split_gain=0.0602399 0.0684732 0.0668232 0.0636004 0.0848729 0.0627334 0.0536229 0.076504 0.0555101
threshold=0.089005000000000015 0.07882500000000002 0.14262000000000002 0.14820500000000003 0.13148500000000005 0.12158500000000001 -0.079179999999999987 -0.084949999999999984 0.087110000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=0.0010081831489680054 0.0068782434421541016 -0.0046509508088324455 -0.0034818595545144226 -0.0040056381373674609 0.0076025200178726458 -0.0039099240714741083 0.0019216284415906591 0.010093000837143032 -0.00087922762549597089
leaf_weight=54 58 52 73 54 70 56 1659 52 227
leaf_count=54 58 52 73 54 70 56 1659 52 227
internal_value=0 0.00137787 0.00151832 0.0016872 0.00183319 0.00163512 0.0017919 0.00548184 0.00158356
internal_weight=0 2297 2245 2172 2118 2048 1992 106 1886
internal_count=2355 2297 2245 2172 2118 2048 1992 106 1886
is_linear=0
shrinkage=0.16829


Tree=8674
num_leaves=12
num_cat=0
split_feature=10 34 0 0 0 15 0 1 47 43 16
split_gain=0.0547887 0.0829555 0.0808877 0.0884837 0.0855375 0.0771963 0.0461451 0.0659273 0.0562757 0.0480548 0.0458909
threshold=0.058500000000000003 -0.078549999999999995 0.040035000000000008 0.10798500000000001 -0.014954999999999998 0.12549000000000002 -0.15270499999999995 0.093170000000000017 0.12119500000000001 -0.23596999999999999 -0.52180499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 9 -8 -9
right_child=-2 2 3 -5 -6 -7 8 10 -10 -11 -12
leaf_value=0.0079117939862220158 -0.0038865639304290472 0.0025744907615190549 -0.0079860885875783494 0.00048258301782983139 0.0082494516926218814 -0.0050632989814575662 0.0050792189996654658 -0.00022169969792785557 0.0068352837709765232 0.0013575593263516334 -0.0072953905167046796
leaf_weight=54 57 81 54 98 52 52 105 52 60 1637 53
leaf_count=54 57 81 54 98 52 52 105 52 60 1637 53
internal_value=0 0.00138758 0.00122978 -0.0025142 0.00150267 0.00132981 0.00149794 -0.00101963 0.0017588 0.00158292 -0.00380934
internal_weight=0 2298 2244 152 2092 2040 1988 186 1802 1742 105
internal_count=2355 2298 2244 152 2092 2040 1988 186 1802 1742 105
is_linear=0
shrinkage=0.16829


Tree=8675
num_leaves=21
num_cat=0
split_feature=1 3 4 4 12 2 2 0 11 16 457 12 160 42 158 43 4 4 160 1
split_gain=3.74869 0.696912 0.526585 0.417829 0.267687 0.256549 0.444553 0.209638 0.204055 0.198176 0.195216 0.157562 0.147556 0.142956 0.0998336 0.111389 0.0861127 0.0566443 0.0534311 0.0217362
threshold=0.10335000000000001 -0.06340999999999998 0.30163500000000004 0.054560000000000004 -0.085209999999999994 0.14721500000000001 -1.0000000180025095e-35 -0.074274999999999994 1.0000000180025095e-35 -0.019749999999999993 0.069910000000000014 0.090465000000000004 -0.39444999999999991 0.088520000000000015 0.07968500000000002 -0.071899999999999978 -0.040969999999999993 -0.00059999999999999995 -0.082179999999999989 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 -1 6 -3 9 10 19 11 12 -6 -14 15 -5 -2 18 -13 -8
right_child=1 5 -4 14 8 -7 7 -9 -10 -11 -12 17 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00049329611185264352 0.00078826238905176235 0.00015618401828300032 0.00031963687552061454 0.00042925316971587492 0.00090270783806580576 0.00013800427093846283 0.00050981099381388272 0.00061667230424958534 0.00087598631057706844 0.00021111792644721328 0.00057265671585394974 0.00061482577992395251 0.00072601872368818657 0.000849863394449278 0.00068749160586180672 0.00060476505605295292 0.00060907815283103731 0.00060058618003416961 0.00071704700838362936 0.00040904780400761526
leaf_weight=54 53 86 66 72 74 73 53 54 102 53 92 72 653 125 61 93 73 78 375 53
leaf_count=54 53 86 66 72 74 73 53 54 102 53 92 72 653 125 61 93 73 78 375 53
internal_value=0 0.000397719 0.000559412 0.000705174 0.000723744 0.00031417 0.000357063 0.000438004 0.000731643 0.000377102 0.000721596 0.000731522 0.000759617 0.000745962 0.00057149 0.000528392 0.000684729 0.00068586 0.000700661 0.000459762
internal_weight=0 564 192 1851 1625 372 299 213 1571 159 1469 1377 852 778 226 165 126 525 447 106
internal_count=2415 564 192 1851 1625 372 299 213 1571 159 1469 1377 852 778 226 165 126 525 447 106
is_linear=0
shrinkage=0.0032998


Tree=8676
num_leaves=21
num_cat=0
split_feature=1 52 39 0 52 4 150 157 0 4 51 1 12 4 1 16 16 1 16 4
split_gain=3.12024 0.530267 0.458343 0.386522 0.480017 0.286378 0.234759 0.306756 0.293018 0.219798 0.169369 0.159322 0.132223 0.170221 0.124238 0.120789 0.0733519 0.0633569 0.134165 0.0595404
threshold=0.10439500000000002 -0.24526499999999998 0.081875000000000017 0.0037850000000000002 -0.053514999999999993 0.024315000000000003 0.081245000000000026 -1.0000000180025095e-35 -0.14989499999999997 0.054560000000000004 0.11178000000000002 0.11846000000000002 0.09525500000000002 -0.47860499999999995 0.092655000000000015 -0.13644999999999999 -0.079714999999999994 0.11302500000000001 -0.4058199999999999 0.51224500000000017
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 -2 6 4 11 -6 8 -8 -1 10 12 -3 13 -10 -4 -11 -14 -7 19 -19
right_child=1 3 14 -5 5 17 7 -9 9 15 -12 -13 16 -15 -16 -17 -18 18 -20 -21
leaf_value=0.00080629151905645829 0.00058659537689107952 0.00025242710020915873 0.00050482183675554649 6.019423323400365e-05 0.00061450186331812407 0.00044286251130608176 0.00064063661681247207 0.00033860999895975018 0.00082835262949415057 0.00058624287489194844 0.00047968739321684517 1.1637378202022157e-05 0.0006828929665603226 0.00064490012720419662 0.00027550904641712774 0.00040290441855324007 0.00054603484270003219 0.00016423015087269042 0.00044581680655518752 0.00032123397260458409
leaf_weight=94 69 68 52 76 53 53 73 75 60 84 80 54 56 953 53 77 224 55 53 53
leaf_count=94 69 68 52 76 53 53 73 75 60 84 80 54 56 953 53 77 224 55 53 53
internal_value=0 0.000316202 0.00060217 0.000276003 0.000318076 0.000396508 0.000614729 0.000487821 0.000626244 0.000615189 0.000628813 0.000146137 0.000638013 0.000655801 0.000389409 0.000498778 0.000573532 0.000342354 0.000309048 0.000241605
internal_weight=0 534 1881 465 389 267 1776 148 1628 1534 1373 122 1293 1013 105 161 280 214 161 108
internal_count=2415 534 1881 465 389 267 1776 148 1628 1534 1373 122 1293 1013 105 161 280 214 161 108
is_linear=0
shrinkage=0.0032998


Tree=8677
num_leaves=24
num_cat=0
split_feature=15 2 2 0 2 160 2 0 15 15 0 43 15 160 51 15 133 3 43 43 3 13 13
split_gain=2.01352 1.47368 0.98049 0.599665 0.394502 0.322218 0.25745 0.223539 0.21655 0.221054 0.166812 0.148091 0.196642 0.13472 0.11267 0.0827686 0.0822363 0.0692485 0.0636185 0.0621659 0.0552668 0.0650913 0.00244419
threshold=-0.2987999999999999 0.10060500000000001 -0.0091949999999999983 -0.089964999999999976 0.14234000000000005 -0.013514999999999998 0.11517500000000001 -0.0076699999999999989 0.079575000000000021 -0.006494999999999999 -0.082234999999999989 -0.081204999999999986 -0.097269999999999981 -0.014774999999999998 -0.013119999999999998 -0.092969999999999983 0.037060000000000003 -0.11327499999999999 0.053790000000000011 -0.033174999999999989 -0.072579999999999992 -0.047309999999999998 -0.068189999999999987
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 -2 6 17 -1 15 8 9 11 13 14 -13 -10 -4 -3 -15 -5 19 -12 22 -22 -19
right_child=1 3 7 4 -6 -7 -8 -9 10 -11 18 12 -14 16 -16 -17 -18 20 -20 -21 21 -23 -24
leaf_value=0.00047188424914063808 0.00040604103212827497 0.00058161919612617283 0.00083752150649607862 0.00057639411331539671 0.00036404826702466053 0.00018803753526730019 0.00024573664251318451 0.00093126288308361977 0.00095380378232553511 0.00050203620619128451 0.00071201277070542042 0.00078165168509014538 0.00061809190865028129 0.00082033761954762488 0.00070774730004178655 0.00040441784454953335 0.00067687571432423156 0.00077629663392232229 0.00063094448647465161 0.00081654463076267754 0.00055893560728766068 0.00071881850233399154 0.00072104322897593206
leaf_weight=78 98 55 145 83 59 100 83 70 75 59 197 120 257 265 160 65 56 52 67 101 58 60 52
leaf_count=78 98 55 145 83 59 100 83 70 75 59 197 120 257 265 160 65 56 52 67 101 58 60 52
internal_value=0 0.000677653 0.000727061 0.000532068 0.000612376 0.000312618 0.000387896 0.000747051 0.000738443 0.000697826 0.000777946 0.000714712 0.000670247 0.000825506 0.000769559 0.000485929 0.00079542 0.000660297 0.00072625 0.00074756 0.000691508 0.000640531 0.000749009
internal_weight=0 2237 1670 567 364 178 203 1572 1502 741 761 682 377 396 305 120 321 305 365 298 222 118 104
internal_count=2415 2237 1670 567 364 178 203 1572 1502 741 761 682 377 396 305 120 321 305 365 298 222 118 104
is_linear=0
shrinkage=0.0032998


Tree=8678
num_leaves=21
num_cat=0
split_feature=40 14 1 52 3 3 3 481 16 15 399 402 3 133 3 16 3 52 15 52
split_gain=0.103111 0.10077 0.0822441 0.133893 0.0793439 0.101501 0.0769374 0.0650687 0.0645879 0.0569381 0.0506226 0.0531658 0.148767 0.0645078 0.0836069 0.071417 0.0488528 0.0488623 0.0443463 0.023293
threshold=0.051255000000000002 -0.24175999999999997 0.10141500000000002 0.05118000000000001 0.0012800000000000001 -0.036004999999999988 0.13772500000000001 -0.062079999999999989 -0.039889999999999988 0.087010000000000018 0.088190000000000018 1.0000000180025095e-35 -0.091869999999999993 0.087950000000000014 0.091170000000000015 -0.090394999999999989 -0.081024999999999986 -0.090234999999999996 0.090125000000000011 0.14564000000000002
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 -1 7 4 5 16 -6 8 -3 -10 11 13 -13 14 -9 -15 17 -4 -14 -5
right_child=-2 2 3 19 6 -7 -8 10 9 -11 -12 12 18 15 -16 -17 -18 -19 -20 -21
leaf_value=0.0080167739153046199 -0.0050067475434899195 0.0011151574344186051 0.0010313087600752455 0.0079191735441567993 0.0060226004860237763 -0.0076595897935570461 -0.0021948690232555688 0.0038235911003611997 0.0042084088130635664 0.011340669593081189 0.0062743386682697147 -0.0079832864905803533 0.0037257396415488631 -0.0042077032197960357 -0.0023936603537113533 0.0017746695286682372 0.0037093628584133381 -0.00588626372021335 -0.0019094905507054828 0.0029267694479507898
leaf_weight=86 55 62 56 54 68 87 61 796 65 64 87 54 132 68 66 332 52 59 56 55
leaf_count=86 55 62 56 54 68 87 61 796 65 64 87 54 132 68 66 332 52 59 56 55
internal_value=0 0.00235442 0.00213949 0.000209391 -0.00126785 -0.002997 0.00212289 0.00267137 0.005613 0.00776082 0.0023171 0.00208699 -0.000191039 0.00252525 0.00334548 0.000753175 -0.000557223 -0.00250208 0.0020376 0.00541655
internal_weight=0 2360 2274 492 383 254 129 1782 191 129 1591 1504 242 1262 862 400 167 115 188 109
internal_count=2415 2360 2274 492 383 254 129 1782 191 129 1591 1504 242 1262 862 400 167 115 188 109
is_linear=0
shrinkage=0.16829


Tree=8679
num_leaves=18
num_cat=0
split_feature=45 9 482 2 13 42 130 2 2 12 159 42 42 42 124 1429 13
split_gain=0.111266 0.11202 0.0939686 0.110396 0.104911 0.104449 0.097831 0.0956012 0.0765337 0.0709778 0.0692619 0.0559058 0.0761429 0.0599308 0.0455426 0.0421587 0.036252
threshold=1.0000000180025095e-35 0.087755000000000014 0.095595000000000013 0.092155000000000015 -0.079149999999999984 0.089005000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093595000000000025 0.087745000000000004 0.065430000000000016 1.0000000180025095e-35 0.094095000000000012 -0.088709999999999983 -0.077084999999999987 0.087975000000000012 -0.084934999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 -5 -6 -8 -7 16 13 -13 -9 -10 -16 -1
right_child=-2 -3 -4 6 7 9 8 11 14 -11 -12 12 -14 -15 15 -17 -18
leaf_value=0.004846285171610596 0.0095262214562437612 -0.0054032695145646431 0.0068637849702034544 -0.0063951398693363843 -0.0048188277133757156 0.013206142596473611 -0.0051983803989058275 0.0003646022767267903 -0.002876890518445491 0.0054442286635012138 -0.0023687561598937689 -0.0054141951170906012 0.0017862453394327496 0.0042277243293852304 0.0011222748856126034 0.0059865414384450933 0.00086999123277275384
leaf_weight=261 52 62 101 60 66 52 59 180 74 97 59 62 126 314 647 55 88
leaf_count=261 52 62 101 60 66 52 59 180 74 97 59 62 126 314 647 55 88
internal_value=0 0.00164827 0.00183906 0.00160756 0.00259491 0.00434486 0.000165895 0.00128941 0.000639498 0.00816514 0.0029453 0.00188316 -0.000578812 0.00282375 0.00108567 0.00150594 0.00384881
internal_weight=0 2363 2301 2200 1305 557 895 748 835 149 408 682 188 494 776 702 349
internal_count=2415 2363 2301 2200 1305 557 895 748 835 149 408 682 188 494 776 702 349
is_linear=0
shrinkage=0.16829


Tree=8680
num_leaves=21
num_cat=0
split_feature=4 2 2 150 160 14 4 4 3 51 15 42 3 4 16 43 15 4 3 43
split_gain=2.46817 0.668016 0.630438 0.625055 0.599295 0.399459 0.168988 0.158297 0.139366 0.123396 0.129165 0.122649 0.130942 0.10041 0.0998453 0.0914572 0.0797261 0.0681166 0.142495 0.0615581
threshold=0.27161500000000005 -1.0000000180025095e-35 0.10060500000000001 0.081245000000000026 -0.013514999999999998 0.062655000000000016 0.043850000000000007 0.066275000000000014 -0.012769999999999998 -0.16381499999999996 0.117775 0.083985000000000018 -0.087319999999999995 -0.26545999999999997 -0.50393499999999991 -0.083154999999999993 -0.0093649999999999983 -0.15805499999999997 -0.050489999999999993 -0.040439999999999997
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 -1 5 9 -2 6 11 -8 -6 -4 17 13 -13 -3 -10 -14 -15 -11 -19 -9
right_child=4 2 3 -5 8 -7 7 19 14 10 -12 12 15 16 -16 -17 -18 18 -20 -21
leaf_value=0.00030192247990301814 0.00050945219890729837 0.00080847265818552178 0.00066554587214092396 0.00021479517301765472 0.00026687528481532738 0.00090467587317765352 0.00039640149835322669 0.0005251091593828272 0.00017979153076278195 0.00063056679245760002 0.00036882852778084878 0.00046027852453538155 0.00071170772467521557 0.00071517320384776445 -1.5018547518840922e-05 0.00060457662339970209 0.00063163818066344212 0.00058898232301346899 0.00039715541120782289 0.00069072347800706489
leaf_weight=82 73 58 84 71 76 60 63 52 58 84 52 60 111 203 56 493 370 110 71 52
leaf_count=82 73 58 84 71 76 60 63 52 58 84 52 60 111 203 56 493 370 110 71 52
internal_value=0 0.000594671 0.000606693 0.000500986 0.000255113 0.000639451 0.000628542 0.000528545 0.000157207 0.00055157 0.000521257 0.00064141 0.000609553 0.000674878 8.37863e-05 0.000624323 0.000661294 0.000551035 0.00051393 0.000608255
internal_weight=0 2076 1994 472 263 1522 1462 167 190 401 317 1295 664 631 114 604 573 265 181 104
internal_count=2339 2076 1994 472 263 1522 1462 167 190 401 317 1295 664 631 114 604 573 265 181 104
is_linear=0
shrinkage=0.0032998


Tree=8681
num_leaves=20
num_cat=0
split_feature=50 1 11 155 483 151 15 15 133 16 15 1456 151 0 1 1 12 12 15
split_gain=0.101237 0.0912174 0.126789 0.121139 0.153536 0.0996829 0.101004 0.0926878 0.0889525 0.0524011 0.0864465 0.0496996 0.0539278 0.126178 0.0452133 0.0408891 0.0383667 0.0408951 0.0165558
threshold=0.10583000000000002 0.096325000000000008 0.078340000000000007 0.084785000000000013 0.085510000000000017 -0.08483499999999998 -0.043644999999999996 0.016500000000000004 0.087575000000000014 -0.15796999999999997 -0.10065999999999999 -0.090954999999999994 0.009020000000000002 -0.14733499999999997 0.13475500000000004 0.10205500000000002 0.10733000000000002 0.09697500000000002 -0.062284999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 -3 9 -8 15 14 -11 -1 13 -13 -7 18 17 -15 -2
right_child=8 3 -4 -5 -6 6 7 -9 -10 10 -12 12 -14 16 -16 -17 -18 -19 -20
leaf_value=-0.0018759122397553004 0.0035042798282628627 -0.0080846192182325929 -0.0057934504961698521 0.0062442773020723406 0.0066618454144166525 0.00040443573580017776 -0.009151233094701677 -0.00030300564755459931 0.0011095402010964425 -0.0062507946369227425 0.0024354658340948339 0.010325201548593559 -0.0022747767136368871 0.0027839522769538281 0.007211170748069721 0.011464655051031784 0.0059378622947781822 -0.00043755974783531805 0.0077254967616756714
leaf_weight=65 53 68 52 74 64 59 68 67 96 57 75 65 55 1037 53 53 97 124 57
leaf_count=65 53 68 52 74 64 59 68 67 96 57 75 65 55 1037 53 53 97 124 57
internal_value=0 0.00166261 0.00235981 -0.000116057 -0.00104064 -0.00214747 -0.00107749 -0.0047732 0.00519542 0.000959898 -0.00130181 0.00265486 0.00286988 0.00308512 0.00364152 0.0075908 0.0027096 0.00243833 0.00570797
internal_weight=0 2080 1495 585 511 447 379 135 259 244 132 1443 1378 1323 112 163 1258 1161 110
internal_count=2339 2080 1495 585 511 447 379 135 259 244 132 1443 1378 1323 112 163 1258 1161 110
is_linear=0
shrinkage=0.16829


Tree=8682
num_leaves=17
num_cat=0
split_feature=13 9 474 4 1452 150 52 15 130 130 12 1 13 43 12 4
split_gain=0.131942 0.197974 0.108632 0.0728888 0.0619696 0.0605628 0.0579979 0.0734726 0.0545972 0.0805812 0.0512858 0.0631425 0.0508493 0.0321328 0.0320951 0.0297751
threshold=-0.47860499999999995 -1.0000000180025095e-35 0.096295000000000019 0.024315000000000003 0.087420000000000012 0.091105000000000005 -0.24166499999999999 -0.093839999999999993 0.006490000000000001 0.087820000000000023 -0.083994999999999986 0.10727500000000002 -0.073629999999999987 -0.078059999999999977 0.092855000000000007 0.30163500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 6 -5 15 10 -10 -3 -12 -4 -9 -11 -8
right_child=1 2 12 5 -6 -7 7 13 9 14 11 -13 -14 -15 -16 -17
leaf_value=0.0096414535534646937 -0.0077907361045671808 -0.00370662092644722 0.0032131737999515448 0.0057081900263384992 0.0077285087809741216 -0.0047779911038077286 0.0035755165295705796 -0.0065133156821570457 0.0098622650209404233 0 0.0013396999709720519 0.0058555243838252025 0.010580988245655142 -0.0013151255936768812 0.0048226296731856732 -0.00024878760303142421
leaf_weight=58 63 52 53 53 53 72 115 52 56 79 1192 95 55 99 78 114
leaf_count=58 63 52 53 53 53 72 115 52 56 79 1192 95 55 99 78 114
internal_value=0 0.00150671 0.0017716 0.00150406 0.00205901 -0.000256129 0.000491625 -0.000231221 0.00186424 0.00437113 0.00146412 0.00167443 0.00698194 -0.00311713 0.00240107 0.00166387
internal_weight=0 2281 2218 2110 1605 505 433 380 1552 213 1339 1287 108 151 157 229
internal_count=2339 2281 2218 2110 1605 505 433 380 1552 213 1339 1287 108 151 157 229
is_linear=0
shrinkage=0.16829


Tree=8683
num_leaves=21
num_cat=0
split_feature=1 3 0 47 1 15 1 0 1 3 1 15 3 3 49 1 1429 0 159 51
split_gain=5.04556 1.21593 0.384108 0.328309 0.251356 0.241575 0.217425 0.192735 0.216544 0.215962 0.183654 0.224367 0.136124 0.113364 0.116696 0.0637576 0.0607602 0.0519767 0.0462403 0.037133
threshold=0.104035 -0.058704999999999993 0.12474500000000001 0.10648500000000001 0.096325000000000008 -0.08760999999999998 0.12180500000000001 -0.14032999999999998 0.084795000000000023 -0.12077499999999998 0.13271500000000003 -0.42075999999999997 0.0025650000000000004 -0.081324999999999995 0.091325000000000003 0.11414000000000001 0.08103500000000001 -0.080474999999999977 0.0096550000000000021 -1.0000000180025095e-35
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 6 4 10 7 -6 15 8 -1 -9 12 -12 -3 16 19 -2 18 -16 -11 -15
right_child=1 3 -4 -5 5 -7 -8 9 -10 13 11 -13 -14 14 17 -17 -18 -19 -20 -21
leaf_value=0.001113638598535097 0.0007038049710429258 0.00026935644709323239 0.00059598789593667367 0.00057537434188945817 0.00054049531681433724 0.00083269138002965292 0.00051444825918139914 0.00067411209817187095 0.00084419113956402721 0.00086622319728733941 0.00037081552261437455 7.8122225991138477e-05 0.00046366808755007291 0.00093071659189534345 0.00067922034912828175 0.00085904110755885099 0.00096612195294709451 0.00080893913708603724 0.00095548147899640308 0.00084000877379259483
leaf_weight=70 75 69 67 63 54 75 53 72 64 627 52 64 95 66 74 53 103 73 80 390
leaf_count=70 75 69 67 63 54 75 53 72 64 627 52 64 95 66 74 53 103 73 80 390
internal_value=0 0.000475175 0.000842936 0.000359492 0.000852381 0.00071065 0.000694203 0.000863652 0.00098521 0.000852659 0.000310793 0.000209633 0.00038213 0.000861732 0.000826619 0.000768358 0.000887829 0.000743878 0.000876373 0.000853215
internal_weight=0 524 1815 343 1748 129 181 1619 134 1485 280 116 164 1413 603 128 810 147 707 456
internal_count=2339 524 1815 343 1748 129 181 1619 134 1485 280 116 164 1413 603 128 810 147 707 456
is_linear=0
shrinkage=0.0032998


Tree=8684
num_leaves=13
num_cat=0
split_feature=148 151 1452 1443 14 0 1456 51 51 151 50 155
split_gain=0.0816481 0.130663 0.0577602 0.0517587 0.0459422 0.103712 0.0567076 0.0658883 0.0606426 0.0514821 0.0350539 0.0158545
threshold=-0.043434999999999994 -0.081864999999999979 0.096800000000000011 0.083720000000000003 -1.0000000180025095e-35 -0.073284999999999975 -0.16130999999999998 -0.11830999999999998 -0.091829999999999981 -0.15710999999999997 -1.0000000180025095e-35 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -6 10 -9 -10 -8 -12
right_child=2 -3 -4 -5 6 -7 7 8 9 -11 11 -13
leaf_value=0.0024883151151253338 0.01079702606372503 -0.0086032386866720777 0.0078169301988867887 -0.0028630311518566178 -0.0033947792579930272 0.00047319209185024149 0.0021277030739872576 -0.0036416045462005675 -0.0030727431657187926 0.0022424100581758971 0.0086307330354991364 0.0046547881766792658
leaf_weight=71 55 52 52 57 52 56 69 54 53 1646 69 53
leaf_count=71 55 52 52 57 52 56 69 54 53 1646 69 53
internal_value=0 -0.00218619 0.00226138 0.00212706 0.0022629 0.00560479 0.00207616 0.00222342 0.00189841 0.00207555 0.00519701 0.0069182
internal_weight=0 123 2216 2164 2107 111 1996 1944 1753 1699 191 122
internal_count=2339 123 2216 2164 2107 111 1996 1944 1753 1699 191 122
is_linear=0
shrinkage=0.16829


Tree=8685
num_leaves=24
num_cat=0
split_feature=2 2 3 10 3 15 0 13 0 12 157 15 3 50 43 12 13 50 156 1447 402 0 2
split_gain=3.46757 2.17 0.580738 0.557269 0.512429 0.388288 0.326926 0.30598 0.299602 0.290397 0.176368 0.172304 0.181365 0.159444 0.139034 0.138336 0.131618 0.0797502 0.181642 0.0784902 0.0746775 0.0632711 0.0399737
threshold=0.12051500000000002 -1.0000000180025095e-35 -0.066424999999999984 0.058500000000000003 0.25468500000000005 0.022565000000000005 -0.10417499999999999 -0.032264999999999995 -0.23141499999999995 0.094600000000000004 -0.079594999999999985 0.082725000000000007 -0.116045 0.041865000000000006 -0.024279999999999996 0.083885000000000015 -0.0078949999999999975 0.10732000000000001 0.087205000000000019 -0.082229999999999984 0.085765000000000022 0.12113000000000002 0.086400000000000018
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=1 3 10 -1 9 6 8 -8 -4 14 17 13 -13 15 -2 -12 -10 18 -3 -14 -21 -17 -15
right_child=4 2 5 -5 -6 -7 7 -9 16 -11 11 12 19 22 -16 21 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00046939371611699515 0.00016446564561369074 0.0010287098292647504 0.00068915879556800995 5.3601212480934876e-05 6.8061277700045694e-06 0.00084982532825419554 0.00051568450426154526 0.00080846566362644456 0.00048970173740422746 0.0005170753246498094 0.00051355784969318082 0.00096919482108291156 0.0008739345076071122 0.00088776696462790252 0.00038651002756706046 0.00067934259179468692 0.00027842394300682229 0.00074043469187622438 0.00078807532424829071 0.00073400597557800968 0.00082956566820779171 0.00080671547626270034 0.00075135700422944462
leaf_weight=98 67 63 53 55 53 67 69 92 72 87 53 52 68 52 58 363 60 54 80 501 117 52 54
leaf_count=98 67 63 53 55 53 67 69 92 72 87 53 52 68 52 58 363 60 54 80 501 117 52 54
internal_value=0 0.000698782 0.000728904 0.000320156 0.000297693 0.000618801 0.000573964 0.000683207 0.000478702 0.000370249 0.000759015 0.000744977 0.000778764 0.000701476 0.000267776 0.000674871 0.000393933 0.000852328 0.000894336 0.000764277 0.000752154 0.000695387 0.000818607
internal_weight=0 2075 1922 153 265 413 346 161 185 212 1509 1312 738 574 125 468 132 197 143 686 618 415 106
internal_count=2340 2075 1922 153 265 413 346 161 185 212 1509 1312 738 574 125 468 132 197 143 686 618 415 106
is_linear=0
shrinkage=0.0032998


Tree=8686
num_leaves=22
num_cat=0
split_feature=4 2 2 3 1 2 3 4 3 3 13 2 16 3 13 2 3 13 481 13 13
split_gain=8.91775 2.32805 1.52882 0.640866 0.605082 0.592376 0.260689 0.287865 0.251071 0.233031 0.193251 0.188219 0.170222 0.13904 0.100291 0.0898533 0.0893195 0.0825833 0.0684799 0.0664268 0.0280965
threshold=0.30163500000000004 0.13733000000000004 -0.0091949999999999983 -0.081224999999999978 0.12007000000000002 0.10394500000000002 -0.080634999999999984 -0.074219999999999994 0.088465000000000002 -0.13088999999999998 -0.08866499999999998 0.091205000000000008 -0.062394999999999992 -0.087654999999999983 0.031740000000000011 0.11500500000000001 -0.0026499999999999996 -0.089189999999999978 -0.065834999999999991 -0.04609499999999999 0.097175000000000025
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 2 -1 9 15 6 -5 19 -9 14 -7 17 -12 -13 -4 -2 -6 -11 -19 -8 -16
right_child=4 -3 3 5 16 10 7 8 -10 11 12 13 -14 -15 20 -17 -18 18 -20 -21 -22
leaf_value=0.00052355540747420107 0.00060839940776312516 0.00045089917677467974 0.0012948825083780237 0.00077441822683511669 0.00028580662330458632 0.00062080336264847111 0.0010805279513379899 0.0010023874760904366 0.00075802593736008523 0.00094840400092678753 0.00099594855626222506 0.00085590129001957612 0.00076782011476439949 0.0010531634157585348 0.0010614285935289466 0.00042105620849381819 0.00011624923538298565 0.0011745678076620632 0.0010723469804565812 0.0012200622099058102 0.0011831190727595656
leaf_weight=71 52 88 64 53 57 52 110 410 53 55 60 86 95 77 52 65 86 92 544 66 52
leaf_count=71 52 88 64 53 57 52 110 410 53 55 60 86 95 77 52 65 86 92 544 66 52
internal_value=0 0.000976866 0.00100008 0.00101768 0.00032846 0.000953069 0.000999598 0.00101822 0.000974491 0.00107448 0.000797353 0.00105202 0.000856355 0.000949303 0.00118845 0.000504621 0.000184081 0.00107619 0.00108719 0.00113305 0.00112261
internal_weight=0 2080 1992 1921 260 899 692 639 463 1022 207 854 155 163 168 117 143 691 636 176 104
internal_count=2340 2080 1992 1921 260 899 692 639 463 1022 207 854 155 163 168 117 143 691 636 176 104
is_linear=0
shrinkage=0.0032998


Tree=8687
num_leaves=23
num_cat=0
split_feature=4 124 150 1447 15 0 15 0 16 4 0 160 15 4 15 4 1429 0 4 484 4 16
split_gain=5.11385 0.958327 0.409132 0.355702 0.283721 0.355362 0.417862 0.386402 0.459289 0.247112 0.16852 0.151163 0.145869 0.120423 0.109325 0.107539 0.0879199 0.0754042 0.0605514 0.0590119 0.057432 0.0333914
threshold=0.30163500000000004 -0.043384999999999993 0.081245000000000026 -0.079809999999999978 0.076335000000000014 -0.12608499999999997 -0.097499999999999989 -0.079249999999999987 0.0073350000000000004 -0.46376499999999993 -0.12608499999999997 -0.069009999999999988 0.13106500000000001 -0.0047649999999999993 -0.036064999999999993 -0.016164999999999995 0.083925000000000013 -0.095264999999999989 -0.082184999999999994 -0.013794999999999998 -0.079374999999999987 -0.088204999999999992
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 13 11 14 5 6 -5 15 -9 -10 -6 -2 18 -1 -3 -7 -17 -13 21 -16 -20 -12
right_child=2 3 -4 4 10 7 -8 8 9 -11 12 17 -14 -15 19 16 -18 -19 20 -21 -22 -23
leaf_value=0.00037824139252478917 0.00029589455344593665 0.00077952933636751852 0.00046281442212079104 0.0007577220188696984 0.00095450887865383303 0.00066395233159513253 0.00038927600815854684 0.00045040753811246301 0.00085097340369629068 0.00064438160255195134 0.00089830405404399828 0.00019266956072348373 0.00059852233647308842 0.00057731634514931909 0.00086939728091403254 0.00078950564587559901 0.00093798106901428078 3.0722041759715526e-05 0.00069476097181576002 0.0010284221111348398 0.00078402298384151227 0.00080199026845077695
leaf_weight=78 63 63 67 58 60 68 81 98 96 194 59 54 52 60 52 349 53 76 123 61 277 198
leaf_count=78 63 63 67 58 60 68 81 98 96 194 59 54 52 60 52 349 53 76 123 61 277 198
internal_value=0 0.000731427 0.000240364 0.000750338 0.000736125 0.000699066 0.00054327 0.000724264 0.000646685 0.000712892 0.000784127 0.000162958 0.000769659 0.000465051 0.000892746 0.000788233 0.000809168 9.82635e-05 0.00078315 0.000955554 0.000756663 0.000824238
internal_weight=0 2080 260 1942 1766 997 139 858 388 290 769 193 709 138 176 470 402 130 657 113 400 257
internal_count=2340 2080 260 1942 1766 997 139 858 388 290 769 193 709 138 176 470 402 130 657 113 400 257
is_linear=0
shrinkage=0.0032998


Tree=8688
num_leaves=18
num_cat=0
split_feature=41 41 1456 3 0 16 157 16 403 4 3 16 157 16 4 16 48
split_gain=0.164342 0.109895 0.103784 0.1123 0.137604 0.258376 0.0650539 0.0746358 0.0539421 0.0722343 0.114065 0.0508101 0.0502747 0.0379557 0.0358144 0.0349928 0.0819166
threshold=0.07831500000000001 0.089785000000000018 -0.085589999999999986 0.0012800000000000001 -0.11242999999999999 -0.0087049999999999992 -0.21914999999999998 0.24579500000000001 -0.54045999999999983 -0.07878499999999998 -0.083249999999999977 -0.071359999999999993 0.0029950000000000007 0.50597000000000014 -0.013324999999999998 -0.083104999999999984 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 6 15 -6 -4 8 -8 10 -10 -11 13 -9 -1 16 -5
right_child=1 -3 3 4 5 -7 7 12 9 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.011321319497182335 0.015218883969721944 0.0048413109904810857 0.0094944968491554455 0.0053240013873847121 -0.012190655867588725 0.0018661190866030213 0.0090802980668677792 -0.0048628855575570465 0.0037842213331799146 0.0058812172642074938 -0.0018698350151574656 0.0034411890069876096 0.0043799366823197043 0.00099354228764367042 0.0051734532853420917 0.0063759012990458573 -0.0032608096454729749
leaf_weight=59 57 60 54 75 58 102 56 55 321 448 147 538 60 72 52 72 54
leaf_count=59 57 60 54 75 58 102 56 55 321 448 147 538 60 72 52 72 54
internal_value=0 0.00991241 0.00343194 0.00316697 0.000458635 -0.00321823 0.00372431 0.00353964 0.00393252 0.00373302 0.00200443 0.00455166 0.000357607 -0.00152856 0.00845742 0.00339443 0.00171643
internal_weight=0 117 2223 2112 361 160 1751 1697 1510 1454 468 986 187 127 111 201 129
internal_count=2340 117 2223 2112 361 160 1751 1697 1510 1454 468 986 187 127 111 201 129
is_linear=0
shrinkage=0.16829


Tree=8689
num_leaves=21
num_cat=0
split_feature=1 3 1 3 14 49 3 43 481 11 1 3 3 3 15 49 1456 3 3 43
split_gain=2.10499 0.541501 0.340411 0.301017 0.284249 0.214682 0.159857 0.114294 0.103253 0.119652 0.113473 0.345978 0.122232 0.0899716 0.0812321 0.100232 0.0595556 0.0546047 0.0585806 0.0172589
threshold=0.11869500000000001 -0.066424999999999984 0.10080500000000002 -0.046329999999999989 0.023790000000000002 0.098655000000000007 0.091170000000000015 -0.20207499999999998 -0.048124999999999994 0.084110000000000004 0.082265000000000019 -0.10175499999999998 -0.099169999999999994 -1.0000000180025095e-35 -0.10114499999999998 -0.05529499999999999 0.04871000000000001 0.077930000000000013 0.32329500000000005 -0.063549999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -2 7 6 13 -1 16 10 12 -12 -10 19 -4 -16 -9 -5 -19 -3
right_child=3 2 14 17 -6 -7 -8 8 9 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21
leaf_value=0.00040767163818408009 0.00038604463856899363 0.00057135513233907509 0.00042088075830979852 7.2035430722128344e-05 0.0007905642215210618 0.00031345818395358128 0.000399339350826837 0.00067999878665447487 0.00069168191056464049 0.00066329578502034219 0.00022722888837546076 0.0005212149331326948 0.00053726676071535215 0.00067399329906368431 0.00036526705256530992 0.00017906467448107149 0.00055720755217733868 0.00026280457566308361 0.00010753622481327303 0.00048464570271804431
leaf_weight=69 73 54 52 83 52 63 76 96 62 78 52 285 781 72 59 70 88 54 54 67
leaf_count=69 73 54 52 83 52 63 76 96 62 78 52 285 781 72 59 70 88 54 54 67
internal_value=0 0.000518606 0.000425277 0.000205547 0.000549215 0.000488224 0.000529024 0.000540886 0.000547236 0.000536351 0.00052793 0.000475957 0.000548665 0.000579909 0.000309622 0.0002645 0.000621464 0.000136376 0.000185497 0.000523634
internal_weight=0 2076 513 264 1563 332 269 1511 1442 1258 1180 337 843 193 181 129 184 191 108 121
internal_count=2340 2076 513 264 1563 332 269 1511 1442 1258 1180 337 843 193 181 129 184 191 108 121
is_linear=0
shrinkage=0.0032998


Tree=8690
num_leaves=18
num_cat=0
split_feature=1 0 1456 13 13 42 148 34 1 0 0 159 15 52 1 13 15
split_gain=0.188673 0.110245 0.0928938 0.081498 0.117299 0.0689069 0.0702726 0.0932518 0.0674178 0.0659873 0.0657965 0.0582984 0.0492911 0.0350323 0.0298967 0.0184697 0.0174297
threshold=0.12158500000000001 0.13134000000000004 -0.15824499999999997 0.0083850000000000018 0.066460000000000019 0.11457500000000002 -0.080384999999999984 -0.0011599999999999998 0.084525000000000003 -0.23046999999999998 -0.026509999999999995 0.094345000000000026 0.084150000000000016 0.0074400000000000013 0.10491000000000002 -0.077274999999999996 0.092725000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 13 6 -4 -8 12 -9 11 15 -6 -5 -10 -2 -7
right_child=10 -3 3 4 8 16 7 9 14 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.010048834132565862 2.1908881174374666e-05 0.011171914873143377 -0.0020428932013421743 -0.00073252011792369627 0.0097856650149928705 -0.0022337041020900018 0.011248275469189635 0.0098260220527341402 -0.0025442492368566039 0.0037543227220313709 -0.0061811378906171189 -0.0043769583944230578 0.0024359316845687399 -0.0069229425763625034 0.0030345837520514003 0.0040578514833776612 0.0019101912973868076
leaf_weight=59 61 54 52 53 52 60 52 53 57 1411 59 54 53 52 52 70 55
leaf_count=59 61 54 52 53 52 60 52 53 57 1411 59 54 53 52 52 70 55
internal_value=0 0.00365074 0.00345281 0.00325752 0.000784081 0.00372528 0.00401697 0.00422601 0.00304921 0.00397536 -0.00128631 0.000265029 0.00609291 -0.00381536 0.00010073 0.00219223 -0.000236219
internal_weight=0 2115 2061 2002 319 1683 1568 1516 214 1464 244 185 105 105 109 131 115
internal_count=2359 2115 2061 2002 319 1683 1568 1516 214 1464 244 185 105 105 109 131 115
is_linear=0
shrinkage=0.16829


Tree=8691
num_leaves=17
num_cat=0
split_feature=3 0 13 133 147 3 13 3 49 1375 1212 3 43 3 43 3
split_gain=0.146222 0.0889862 0.0874281 0.188343 0.061967 0.058043 0.0649469 0.0850824 0.0820692 0.0759686 0.0722409 0.0657078 0.0501558 0.0452115 0.0773849 0.00883017
threshold=0.25468500000000005 0.13134000000000004 0.034905000000000012 -0.0081099999999999974 0.089365000000000014 0.11372500000000001 -0.0042049999999999995 -0.0020049999999999994 -1.0000000180025095e-35 -0.07273499999999998 0.073745000000000019 -0.073444999999999983 -0.49218499999999993 -0.23303499999999996 -0.073404999999999984 -0.089199999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 9 11 -9 -1 -11 -8 -5 -14 15 -15
right_child=-2 -3 3 12 -6 -7 7 8 -10 10 -12 -13 13 14 -16 -17
leaf_value=0.0090747281516394586 -0.0037447407765061106 0.0095254057346739977 -0.0080703273235609909 0.0067861676726222748 -0.0020432300840342249 -0.0017764167813466576 0.0054641625621959893 0.0040422748923433453 0.012660444195392237 0.0022689119326568569 0.0056826908790565591 -0.0014006030232164314 0.0049632277008502942 0.0035872899260035169 -0.0057242043721223365 0.00052616669155496401
leaf_weight=57 98 56 63 53 62 60 131 55 75 1162 208 56 60 56 53 54
leaf_count=57 98 56 63 53 62 60 131 55 75 1162 208 56 60 56 53 54
internal_value=0 0.00288768 0.00271829 0.000226386 0.00317004 0.0033502 0.00352761 0.00571302 0.00902812 0.00304087 0.00278852 0.0033988 0.00212671 0.00101125 -0.000432444 0.00210089
internal_weight=0 2261 2205 339 1866 1804 1744 317 130 1427 1370 187 276 223 163 110
internal_count=2359 2261 2205 339 1866 1804 1744 317 130 1427 1370 187 276 223 163 110
is_linear=0
shrinkage=0.16829


Tree=8692
num_leaves=18
num_cat=0
split_feature=1 49 1456 151 47 1 16 16 15 4 16 16 4 4 48 15 1
split_gain=0.0982233 0.058144 0.0601244 0.0579595 0.0856476 0.0819067 0.0746542 0.248661 0.136924 0.0619857 0.0888412 0.0542457 0.0857535 0.0422638 0.0315749 0.0300959 0.0151367
threshold=0.12450500000000002 -0.15302999999999997 -0.15824499999999997 -0.091874999999999984 0.088915000000000008 0.092860000000000012 -0.0094449999999999968 0.052915000000000011 -0.094449999999999992 -0.44205499999999992 0.0086100000000000013 -0.14169499999999999 0.50973500000000016 0.016695000000000005 0.085425000000000015 -0.073404999999999984 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 14 5 9 8 -8 -7 -5 -11 12 -2 16 -4 -13 -6
right_child=11 2 3 4 13 6 7 -9 -10 10 -12 15 -14 -15 -16 -17 -18
leaf_value=0.0079350952957392903 -0.0030781290460884111 0.0076387702848464897 0.0083006971167203826 0.0079453549360527197 0.0053376245815290385 -0.0054465632273810608 -0.012129078398337828 0.001435616533387801 0.004343669569988085 0.0026495715957151863 -0.00098939927576221533 -0.0068522820469149271 0.0061937467712529339 0.0086017662715828034 0.0027209475012891886 -0.0011328983150800975 0.0012214876103811589
leaf_weight=55 59 60 66 52 52 56 58 112 145 1075 230 52 54 74 53 54 52
leaf_count=55 59 60 66 52 52 56 58 112 145 1075 230 52 54 74 53 54 52
internal_value=0 0.0025201 0.00237639 0.00221958 0.00199318 0.00162964 -0.000582416 -0.00318177 0.0016071 0.00223573 0.00200684 -0.00121662 0.00133678 0.00551235 0.0058307 -0.00395558 0.00329683
internal_weight=0 2140 2085 2025 1906 1728 371 170 201 1357 1305 219 113 178 119 106 104
internal_count=2359 2140 2085 2025 1906 1728 371 170 201 1357 1305 219 113 178 119 106 104
is_linear=0
shrinkage=0.16829


Tree=8693
num_leaves=21
num_cat=0
split_feature=3 12 12 14 3 16 41 11 150 9 13 42 13 11 13 160 13 16 3 16
split_gain=0.0939758 0.053045 0.129887 0.085156 0.0776527 0.109462 0.0745063 0.120499 0.080759 0.0685955 0.0467788 0.0788652 0.0695543 0.0445658 0.0413707 0.0359602 0.0218947 0.0212951 0.0186196 0.0140168
threshold=0.37720000000000004 0.091545000000000015 0.092295000000000002 -0.23960999999999996 0.08734500000000002 -0.046599999999999996 0.083975000000000008 1.0000000180025095e-35 0.10801000000000001 -1.0000000180025095e-35 0.034905000000000012 0.09832500000000001 0.085880000000000012 0.085630000000000026 -0.070004999999999998 -0.057984999999999988 -0.071244999999999989 -0.067914999999999989 -0.10122999999999999 -0.063814999999999997
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 -3 -1 6 -6 7 8 9 -5 11 15 -12 18 -13 -4 -17 -16 -14 -18
right_child=-2 2 10 4 5 -7 -8 -9 -10 -11 12 14 13 -15 17 16 19 -19 -20 -21
leaf_value=0.0086692370731279462 -0.0049337253250806923 -0.0071196966878202496 0.00073458352139020599 -0.0035827615924703946 0.0030451637345787434 -0.0049692309160721546 -0.0034563667578718783 0.010333455500254426 0.0085180540517361958 0.0026098053102015105 -0.0057902313825776179 -0.003787206601015866 0.0052655610681810712 -0.0029433054374341508 0.0037397604954132919 0.0070814827943970317 0.0053477939326037182 -0.00072498415488273947 0.00089696102493809775 0.0020065603865084426
leaf_weight=62 57 54 75 53 99 94 52 61 63 1046 55 66 54 52 59 90 74 61 59 73
leaf_count=62 57 54 75 53 99 94 52 61 63 1046 55 66 54 52 59 90 74 61 59 73
internal_value=0 0.00197518 0.000834441 0.00254959 0.00228991 -0.000848911 0.00276644 0.0030325 0.00264768 0.00230953 0.00143517 0.00233876 -0.000602077 0.00111642 -0.000395343 0.00397446 0.00499216 0.00145521 0.00300051 0.00370076
internal_weight=0 2302 772 1530 1468 193 1275 1223 1162 1099 718 498 220 165 186 312 237 120 113 147
internal_count=2359 2302 772 1530 1468 193 1275 1223 1162 1099 718 498 220 165 186 312 237 120 113 147
is_linear=0
shrinkage=0.16829


Tree=8694
num_leaves=15
num_cat=0
split_feature=10 2 13 43 0 3 47 12 151 15 16 2 13 12
split_gain=0.0689016 0.133291 0.0673412 0.176208 0.0786939 0.0447703 0.0414156 0.0833657 0.0638421 0.0751726 0.111404 0.0605487 0.0492143 0.0265965
threshold=0.058500000000000003 -0.013254999999999998 -0.10899499999999999 0.10597500000000001 -0.10803999999999998 0.11745500000000002 0.080455000000000013 0.084845000000000018 -0.091874999999999984 -0.094514999999999988 -0.096104999999999982 0.11342000000000001 -0.061199999999999991 0.091365000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -8 -4 11 -11 -10 13 -9
right_child=-2 2 5 -5 -6 -7 7 12 9 10 -12 -13 -14 -15
leaf_value=0.0087244154934354567 -0.0044296483821255174 -0.0013718499350009981 0.0061327432797829203 0.0057211375989287758 -0.0094879777423529099 -0.002851430088084585 0.0081957229731515098 0.0011337719357233449 -0.0042038840293446662 0.0059437071819320271 0.0012048224732745944 0.0020694095182419246 -0.0020638110326164217 0.0065153617700031037
leaf_weight=73 54 79 82 65 60 59 84 52 117 158 1291 69 62 54
leaf_count=73 54 79 82 65 60 59 84 52 117 158 1291 69 62 54
internal_value=0 0.00164333 0.00141093 -0.00149893 -0.00488814 0.00170453 0.00184195 0.00386138 0.00154452 0.00131331 0.00172279 -0.00186704 0.00168351 0.00389229
internal_weight=0 2305 2232 204 139 2028 1969 252 1717 1635 1449 186 168 106
internal_count=2359 2305 2232 204 139 2028 1969 252 1717 1635 1449 186 168 106
is_linear=0
shrinkage=0.16829


Tree=8695
num_leaves=26
num_cat=0
split_feature=49 4 13 52 130 16 2 12 403 16 16 50 3 3 3 13 3 1 4 1212 2 13 1 16 13
split_gain=0.120501 0.0784013 0.167232 0.10051 0.0860988 0.0858535 0.140895 0.121925 0.0849058 0.0754436 0.115057 0.170867 0.234295 0.0840797 0.0677936 0.0656926 0.047822 0.0473193 0.044106 0.0432612 0.047686 0.058201 0.0409597 0.0330399 0.0297732
threshold=-0.085949999999999985 0.0071200000000000005 -0.28558999999999996 -0.077269999999999991 0.006490000000000001 -0.42004999999999992 0.086825000000000013 0.088930000000000023 -0.025969999999999997 -0.0101 0.27776000000000006 0.077545000000000017 -0.098469999999999988 -0.090374999999999983 -0.016479999999999998 -0.085719999999999977 -0.08466499999999999 0.10384000000000002 -0.42305999999999994 0.088355000000000003 0.08400500000000001 -0.052454999999999995 0.11570500000000002 -0.083879999999999996 -0.092879999999999976
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=14 4 -3 -4 9 17 -7 -8 -6 13 11 12 -11 23 -1 -14 -10 -5 -12 20 21 -15 -19 -2 -22
right_child=1 2 3 5 8 6 7 -9 16 10 18 -13 15 19 -16 -17 -18 22 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0031141013797557279 0.0037068584674731569 0.0076495693611754048 0.0031305053604862459 -0.0035443380979928844 0.0091106324965703044 0.00086251639407732234 -0.012216821423847441 -0.0028101571151201948 -0.000190415916794527 -0.013221813830782797 0.0070759080108133083 0.0059209660006288778 -0.0066306310640898997 0.00096491511771497774 0.010671712938817406 -0.00019571799397782833 0.0061897187230696765 0.0054481676580985872 0.00084103365487428006 0.0046666430862921521 -0.0017992918449674842 -0.0049311508118505308 -0.00088039544604715133 0.0095074875192537461 0.0024914691011268908
leaf_weight=89 63 61 100 70 79 79 84 74 88 56 65 69 55 128 55 249 53 53 65 101 52 75 63 52 359
leaf_count=89 63 61 100 70 79 79 84 74 88 56 65 69 55 128 55 249 53 53 65 101 52 75 63 52 359
internal_value=0 0.000984208 -0.000683854 -0.00165926 0.00159076 -0.00279583 -0.00491994 -0.00782254 0.00468654 0.00109914 -0.000409473 -0.00174147 -0.00321509 0.00211734 0.00601317 -0.00136584 0.00219505 -7.96542e-05 0.00397229 0.00143479 0.000900245 -0.00120458 0.00199562 0.00634537 0.00194423
internal_weight=0 2193 584 523 1609 423 237 158 220 1389 559 429 360 830 144 304 141 186 130 715 614 203 116 115 411
internal_count=2337 2193 584 523 1609 423 237 158 220 1389 559 429 360 830 144 304 141 186 130 715 614 203 116 115 411
is_linear=0
shrinkage=0.16829


Tree=8696
num_leaves=22
num_cat=0
split_feature=1 52 3 14 124 4 47 0 3 4 3 3 13 0 4 0 1 403 13 13 484
split_gain=6.42523 1.26646 0.746221 0.732822 0.683562 0.436206 0.411732 0.400502 0.576328 0.408273 0.284511 0.480129 0.321574 0.247126 0.200554 0.187483 0.0958711 0.12039 0.0920489 0.113875 0.0786766
threshold=0.104035 -0.29521499999999995 -0.06340999999999998 0.054835000000000009 -0.076779999999999987 0.36766000000000004 1.0000000180025095e-35 -0.071844999999999978 0.08734500000000002 -0.47860499999999995 0.077930000000000013 0.30835000000000007 -0.009329999999999998 -0.023359999999999995 0.022635000000000006 -0.11169999999999998 0.085265000000000021 -0.072624999999999981 -0.06457499999999998 -0.0042049999999999995 -0.0082299999999999995
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 5 4 -1 -3 10 8 14 -9 12 -12 -4 18 16 -16 20 -18 -11 -20 -6
right_child=1 2 6 -5 7 -7 -8 9 -10 13 11 -13 -14 -15 15 -17 17 -19 19 -21 -22
leaf_value=0.00059438723811091362 0.00097071464606661776 0.00086934205414805599 0.00032787563827367213 0.0012670639929868084 0.00092717785298006207 0.00045273328537372631 0.00057261655412270635 0.0010031851142745928 0.00061083997348304175 0.00090705685743174675 0.00064583355845538074 0.00023777389843572999 -5.4523338703993376e-06 0.00056793081581503111 0.0010146929767735201 0.00077001704213314583 0.0010557409424238747 0.00088309263399225348 0.00065979252193045597 0.00085705897176061583 0.0010107215557599112
leaf_weight=74 55 59 75 64 165 52 78 100 54 72 54 76 54 61 52 108 59 212 68 65 680
leaf_count=74 55 59 75 64 165 52 78 100 54 72 54 76 54 61 52 108 59 212 68 65 680
internal_value=0 0.000497624 0.000439465 0.000918795 0.000906183 0.000674491 0.000361948 0.000919766 0.000946543 0.000822366 0.000298368 0.000407547 0.00018807 0.000754257 0.000960722 0.000849757 0.0009766 0.00092081 0.000809528 0.000756466 0.00099445
internal_weight=0 503 448 1834 1770 111 337 1696 1330 366 259 130 129 266 1276 160 1116 271 205 133 845
internal_count=2337 503 448 1834 1770 111 337 1696 1330 366 259 130 129 266 1276 160 1116 271 205 133 845
is_linear=0
shrinkage=0.0032998


Tree=8697
num_leaves=21
num_cat=0
split_feature=42 133 49 3 1 43 402 13 42 42 43 1186 47 3 13 52 42 2 13 16
split_gain=0.0885388 0.103695 0.0740518 0.0683917 0.123147 0.0668273 0.0709657 0.0854715 0.0658981 0.151122 0.0634579 0.0633438 0.0578266 0.0627824 0.0824648 0.054331 0.0511306 0.0453828 0.0418921 0.0347521
threshold=0.092475000000000016 -0.088234999999999994 -0.085949999999999985 -0.12595999999999999 0.081005000000000008 -0.096754999999999994 -0.0063199999999999992 -0.013514999999999998 0.089055000000000009 0.087865000000000013 -0.084549999999999986 0.049580000000000006 0.080455000000000013 -0.08397499999999998 -0.062109999999999992 -0.22243999999999997 0.10799000000000002 0.097070000000000004 0.102565 -0.039889999999999988
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 -2 10 4 -4 18 7 -7 9 11 -1 -8 13 -3 16 -6 17 -15 -5 -10
right_child=1 12 3 5 15 6 8 -9 19 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0022881566379236548 0.0066246655491176629 -0.0072590596189221141 -0.0075785006438268158 0.0077043993527651788 0.0059489462207555008 0.010136708278842162 0.0012540023299669632 0.0012234746669815355 0.0016875424547413518 -0.0074777439453382463 0.0099537057119846138 0.0070822808185502534 0.0038605381799249852 0.001472263455390091 -0.0053422621798593726 -0.0011998749779648754 0.004498367976581541 -0.0041003782146030636 0.0025817578763300607 0.0071358961755994032
leaf_weight=60 55 53 57 100 53 63 982 60 56 55 64 56 57 95 90 69 69 73 85 85
leaf_count=60 55 53 57 100 53 63 982 60 56 55 64 56 57 95 90 69 69 73 85 85
internal_value=0 -0.000257334 0.0022803 0.00199258 -0.00111437 0.00235441 0.00194327 0.0058034 0.00155706 0.00111323 0.00625906 0.00157017 -0.0011276 -0.00188055 -0.00100331 0.00189103 0.000636814 -0.000938488 0.00536046 0.00498475
internal_weight=0 492 1845 1721 179 1542 1357 123 1234 1093 124 1038 437 380 327 122 237 168 185 141
internal_count=2337 492 1845 1721 179 1542 1357 123 1234 1093 124 1038 437 380 327 122 237 168 185 141
is_linear=0
shrinkage=0.16829


Tree=8698
num_leaves=17
num_cat=0
split_feature=0 12 4 0 133 12 13 52 16 42 4 4 1 13 42 15
split_gain=0.224908 0.157107 0.0911582 0.0950687 0.0954805 0.110248 0.0810739 0.073968 0.199592 0.133016 0.0788511 0.0731882 0.0546015 0.053495 0.0406025 0.0337041
threshold=0.14486500000000005 -0.11875499999999999 -0.16772499999999999 -0.00077999999999999999 0.087445000000000009 0.085205000000000017 -0.08151499999999999 -0.14689999999999998 0.0086100000000000013 0.091010000000000021 -0.087539999999999993 0.058330000000000007 0.089710000000000026 -0.0042499999999999994 0.091545000000000015 -0.074959999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 7 6 -6 13 10 -10 -9 14 -3 15 -7 -4
right_child=-2 2 3 -5 5 11 -8 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0097453939924574372 -0.0090788660238460776 0.0096154444391409414 -6.1366310296482433e-05 -0.0055409494393696716 -0.0011239775472474437 0.0033391751337623456 -0.0098362321590385587 0.0081822813159224649 -0.011405955218835442 0.00038445277962833555 0.001955244328148583 -0.004436114286525448 0.0030110997445796537 0.0090456496997207512 -0.00020546686063529625 0.0059354884467896262
leaf_weight=67 56 56 52 58 70 196 54 61 52 56 1103 65 100 68 170 53
leaf_count=67 56 56 52 58 70 196 54 61 52 56 1103 65 100 68 170 53
internal_value=0 0.00171196 0.00146804 0.00116961 0.00136512 -0.000508517 -0.00493251 0.00208599 0.00163991 -0.00527578 0.00228312 0.000760112 0.00539341 0.00535546 0.00168785 0.00294851
internal_weight=0 2281 2214 2058 2000 555 124 1445 1272 108 1164 431 156 173 366 105
internal_count=2337 2281 2214 2058 2000 555 124 1445 1272 108 1164 431 156 173 366 105
is_linear=0
shrinkage=0.16829


Tree=8699
num_leaves=17
num_cat=0
split_feature=0 12 4 12 4 157 0 3 133 484 0 402 133 0 43 43
split_gain=0.155608 0.108647 0.0631122 0.0664986 0.113309 0.065427 0.0645287 0.111455 0.0595856 0.0955257 0.057288 0.0567467 0.0534626 0.0773239 0.0410537 0.0334445
threshold=0.14486500000000005 -0.11875499999999999 -0.16772499999999999 0.082780000000000006 -0.019114999999999997 -0.0048549999999999991 -0.065064999999999998 -0.12077499999999998 0.087445000000000009 -0.059599999999999993 -0.057279999999999991 0.02938 0.087445000000000009 -0.086354999999999987 -0.031974999999999996 -0.060799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 7 -5 11 -10 -8 -9 13 14 -6 -12
right_child=-2 2 3 6 12 -7 10 8 9 -11 15 -13 -14 -15 -16 -17
leaf_value=0.0081053438885329999 -0.0075509858713175317 0.0091016769580992783 -0.0059853500385871816 0.007838156908368317 -0.0038317688555371933 0.0018858907255296016 -0.0061048656160282268 0.0016328133197993887 -0.0054874685294648198 0.0010558226448831381 0.0031572815826788783 0.0050575069447421012 -0.0036785821783187193 0.005853180293084779 0.0011714149160919804 -0.0025446044423363297
leaf_weight=67 56 56 94 84 62 100 54 708 77 352 63 171 71 83 185 54
leaf_count=67 56 56 94 84 62 100 54 708 77 352 63 171 71 83 185 54
internal_value=0 0.00142398 0.00122098 0.000972486 -0.000724942 0.00448769 0.00151121 0.00189079 0.00150747 -0.000114426 -0.0015682 0.00230109 0.000503691 0.00140896 -7.71714e-05 0.000510286
internal_weight=0 2281 2214 2058 495 156 1563 1392 1308 429 171 879 401 330 247 117
internal_count=2337 2281 2214 2058 495 156 1563 1392 1308 429 171 879 401 330 247 117
is_linear=0
shrinkage=0.16829


Tree=8700
num_leaves=14
num_cat=0
split_feature=147 403 48 9 402 402 156 15 4 2 3 159 15
split_gain=0.142175 0.148678 0.123701 0.107675 0.110157 0.124601 0.0755055 0.0674914 0.164752 0.0804262 0.0425085 0.0502638 0.0210642
threshold=0.090830000000000008 -0.5335399999999999 0.13252500000000003 0.086220000000000005 -0.087759999999999991 -0.11206999999999999 1.0000000180025095e-35 0.03981500000000001 -0.11205499999999999 0.15518000000000001 0.021805000000000001 0.081445000000000017 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 12 7 9 -9 -6 11 -8 -3
right_child=-2 2 -4 -5 6 -7 10 8 -10 -11 -12 -13 -14
leaf_value=0.0086057320392325942 0.0086170368282094886 0.002410091948960419 -0.0073822557305961581 -0.006105132774616359 -0.00023966491508670812 -0.0094033716251493687 0.0033568789593806745 0.01134391481182471 0.0015405145468588368 0.00638360361540578 0.00024428081522406483 0.008689707085285072 -0.0022140127160411496
leaf_weight=70 71 60 52 60 925 57 177 53 591 55 73 71 52
leaf_count=70 71 60 52 60 925 57 177 53 591 55 73 71 52
internal_value=0 0.000966613 0.000725582 0.00092034 0.00112059 -0.00299713 0.0014793 0.00101162 0.00235011 0.000130216 0.00383976 0.00489086 0.000247145
internal_weight=0 2296 2226 2174 2114 169 1945 1624 644 980 321 248 112
internal_count=2367 2296 2226 2174 2114 169 1945 1624 644 980 321 248 112
is_linear=0
shrinkage=0.16829


Tree=8701
num_leaves=23
num_cat=0
split_feature=4 3 2 4 52 52 3 0 43 4 0 0 3 4 160 3 402 403 13 4 403 0
split_gain=3.55792 1.32942 0.523751 0.44169 0.375873 0.241199 0.187022 0.157272 0.244688 0.228479 0.125883 0.116086 0.112894 0.098379 0.0794484 0.116945 0.072188 0.0708613 0.123384 0.0436559 0.0411008 0.0238252
threshold=0.30163500000000004 -0.06340999999999998 0.11067500000000001 0.053255000000000004 -0.089014999999999983 0.0029250000000000005 -0.0047649999999999993 -0.063914999999999986 -0.077544999999999989 -0.42305999999999994 -0.10220499999999998 -0.088484999999999994 -0.11756999999999999 -0.0047649999999999993 -1.0000000180025095e-35 -0.0005399999999999999 0.090075000000000002 -0.016149999999999994 -0.017484999999999997 -0.079614999999999977 -0.0051499999999999992 -0.11073999999999999
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 3 4 7 -3 11 13 12 -9 -10 -4 -5 -1 -6 -2 -16 17 18 -14 -19 -18 -8
right_child=14 2 10 5 6 -7 21 8 9 -11 -12 -13 16 -15 15 -17 20 19 -20 -21 -22 -23
leaf_value=0.000849954201726315 0.00032914733202901665 0.00074902259409711559 0.00022762714222867301 0.00033370499876755958 0.00029899667072790491 0.00069717659310389486 0.00055235992824661563 0.00045971976148801054 0.0008786443951529976 0.00058378251662226377 0.00042088070552024834 0.00055021520804943397 0.00060769555808009473 0.0005009485428342916 0.00028422397291907663 0.00011357573251178137 0.00087464301674941081 0.0007944462510310618 0.00073678224767192708 0.00072124292712522715 0.00074997002573292206 0.00064893959912026237
leaf_weight=87 78 100 60 52 52 71 85 63 53 65 99 59 164 56 91 86 52 119 170 567 86 52
leaf_count=87 78 100 60 52 52 71 85 63 53 65 99 59 164 56 91 86 52 119 170 567 86 52
internal_value=0 0.000653555 0.000505426 0.000699961 0.000577796 0.000546073 0.000507764 0.000719577 0.000627331 0.000716519 0.000348176 0.000449104 0.00073296 0.000404039 0.00024069 0.000201509 0.00072414 0.00071422 0.000673504 0.000733993 0.000797204 0.000589275
internal_weight=0 2112 504 1608 345 182 245 1426 181 118 159 111 1245 108 255 177 1158 1020 334 686 138 137
internal_count=2367 2112 504 1608 345 182 245 1426 181 118 159 111 1245 108 255 177 1158 1020 334 686 138 137
is_linear=0
shrinkage=0.0032998


Tree=8702
num_leaves=20
num_cat=0
split_feature=1 2 2 14 12 156 16 12 2 2 2 1 402 16 1454 12 2 48 12
split_gain=7.61389 1.04346 1.2637 0.974118 0.771696 0.569642 0.418195 0.341225 0.275796 0.196547 0.160775 0.181389 0.133954 0.202519 0.12895 0.104738 0.102841 0.0986928 0.0420395
threshold=0.104035 0.11144000000000001 -1.0000000180025095e-35 0.054835000000000009 0.054520000000000006 0.083125000000000018 -0.25959999999999994 0.11844 1.0000000180025095e-35 0.13443000000000002 0.098215000000000011 0.088985000000000022 -0.088779999999999984 -0.073774999999999993 0.080340000000000009 0.098400000000000015 0.14271500000000001 0.088800000000000004 0.10388500000000002
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 -2 4 5 10 9 12 -4 -3 11 -1 13 -6 15 17 -8 -14 -17
right_child=1 6 8 -5 7 -7 16 -9 -10 -11 -12 -13 14 -15 -16 18 -18 -19 -20
leaf_value=0.0010895483780394744 0.00053565846576073288 0.0005279784641767344 0.001118216384491152 0.0015135599146615779 0.0011663646200905705 0.0012214063682007583 0.00072352279240841828 0.00089585608420558434 0.0008338974815616766 0.00025204550783632042 0.00074942098600766895 0.00081776178023281831 0.00120428378992815 0.0009324841274931492 0.0010437466511706032 0.001019208796950032 0.00054075042416332458 0.0010998231695492796 0.0011406627401998146
leaf_weight=52 98 55 101 72 101 65 90 57 61 59 82 59 922 71 86 56 57 120 103
leaf_count=52 98 55 101 72 101 65 90 57 61 59 82 59 922 71 86 56 57 120 103
internal_value=0 0.000683998 0.000832202 0.0011359 0.00112055 0.000952923 0.000536226 0.00114906 0.00101138 0.00038548 0.000862318 0.000945403 0.00115893 0.00107003 0.00117078 0.00117985 0.000652892 0.00119229 0.00109811
internal_weight=0 521 260 1846 1774 258 261 1516 162 114 193 111 1459 172 1287 1201 147 1042 159
internal_count=2367 521 260 1846 1774 258 261 1516 162 114 193 111 1459 172 1287 1201 147 1042 159
is_linear=0
shrinkage=0.0032998


Tree=8703
num_leaves=13
num_cat=0
split_feature=403 147 9 39 403 1213 42 42 393 1213 131 1
split_gain=0.101847 0.0890171 0.0811646 0.107291 0.0893223 0.163868 0.103677 0.0745945 0.0839679 0.0551013 0.0500436 0.0459855
threshold=-0.5335399999999999 0.090830000000000008 0.086220000000000005 0.10076500000000001 -0.081664999999999988 -0.080614999999999978 0.11688500000000002 0.087905000000000025 0.083910000000000012 0.084620000000000015 0.089415000000000008 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -6 11 -9 -7
right_child=1 -3 -4 -5 6 9 -8 10 -10 -11 -12 -13
leaf_value=0.008647869764047602 -0.0064232552635200644 0.0079963378042139845 -0.0041615924584548014 -0.0036101649815004637 0.0020072512301888413 0.001728106496385353 -0.0032506720567263715 0.0058509760230053554 0.0080266002139311194 -0.0011682441473741989 0.0020237617626409419 0.0079947731109216765
leaf_weight=70 88 71 60 89 1116 86 76 364 70 88 134 55
leaf_count=70 88 71 60 89 1116 86 76 364 70 88 134 55
internal_value=0 0.00212218 0.00193402 0.0021037 0.0023494 -0.000245822 0.00281786 0.0030928 0.00236404 0.00212019 0.00482477 0.00418529
internal_weight=0 2297 2226 2166 2077 317 1760 1684 1186 229 498 141
internal_count=2367 2297 2226 2166 2077 317 1760 1684 1186 229 498 141
is_linear=0
shrinkage=0.16829


Tree=8704
num_leaves=21
num_cat=0
split_feature=43 0 15 0 403 402 43 0 1456 0 1 3 0 15 47 130 52 52 13 3
split_gain=0.0783752 0.159715 0.128288 0.123273 0.0824915 0.0770492 0.126129 0.0999159 0.0927738 0.0517058 0.0835102 0.0771587 0.0457395 0.0944771 0.102557 0.0447573 0.0410916 0.0386032 0.0332692 0.0327894
threshold=-0.0058249999999999994 0.033830000000000006 0.10440500000000001 -0.040094999999999992 -0.086184999999999998 0.088505000000000014 -0.020049999999999995 0.036480000000000005 -0.16130999999999998 -0.047049999999999995 0.10808500000000001 -0.049204999999999992 -0.088709999999999983 -0.015464999999999998 0.094160000000000008 0.089120000000000019 0.088425000000000017 -0.11756999999999999 -0.004004999999999999 -0.083914999999999976
decision_type=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 7 -7 8 -1 10 15 -12 13 14 -6 18 19 -3 -10 -14
right_child=1 17 -4 -5 12 6 -8 -9 9 -11 11 -13 16 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0042369362573825252 -0.0066693008925009971 0.0029875096722326365 0.0066515898842399888 -0.0087390058127016397 0.0025211196670544404 0.011603495334845712 0.0016943788105226191 -0.0038902370484214435 0.0031729537398237353 0.0074670934916698595 0.0030767068919563311 -0.0045456208929362321 0.0042764221616339131 -0.0056233467368619807 -0.0054131297149557743 -0.00026167164023662088 0.0056126579421997671 0.0089664039851124182 0.0060770405109385594 -0.00052880217170466121
leaf_weight=53 52 57 71 52 199 69 78 70 732 68 70 81 55 91 60 92 66 69 134 148
leaf_count=53 52 57 71 52 199 69 78 70 732 68 70 81 55 91 60 92 66 69 134 148
internal_value=0 0.000709312 -0.000171792 -0.000844346 -0.000229862 0.00269904 0.00635782 0.00228394 0.00263677 0.00294782 0.00266909 -0.00100019 0.00030819 -0.000956599 0.000676133 0.00324932 0.00196051 0.00627592 0.00362439 0.000764256
internal_weight=0 920 794 723 671 1447 147 1300 1230 1177 1109 151 619 350 259 958 269 126 866 203
internal_count=2367 920 794 723 671 1447 147 1300 1230 1177 1109 151 619 350 259 958 269 126 866 203
is_linear=0
shrinkage=0.16829


Tree=8705
num_leaves=17
num_cat=0
split_feature=4 123 49 52 52 4 14 41 456 376 11 52 158 4 4 43
split_gain=4.67643 1.28239 0.463984 0.494772 0.62266 0.431498 0.348493 0.273838 0.249358 0.138891 0.126722 0.146343 0.097348 0.0800031 0.050021 0.0488934
threshold=0.27161500000000005 0.080635000000000012 -0.047749999999999994 -0.020484999999999996 -0.084674999999999986 0.043850000000000007 -0.44847999999999993 0.07677500000000001 0.086265000000000022 0.083960000000000021 0.077290000000000011 -0.42890999999999996 1.0000000180025095e-35 0.41379000000000005 0.51743500000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -2 8 10 -3 11 -4 15 -8 -15 -7
right_child=6 9 5 -5 -6 12 13 -9 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0006876358139471971 0.00049768697410114415 0.00050892639832009093 0.00087226377873812256 0.00077145055066228652 0.00019868485524685416 0.00063458630809468293 0.00030169601407492293 0.0010156050543502269 0.00094727174926714677 0.00027562785754069175 0.00089879009161032252 0.00074345544898571868 0.00073465214936281674 0.00010618509958501069 0.00022836550836091203 0.00051598689950256018
leaf_weight=58 53 52 108 95 56 94 59 53 85 62 72 1224 68 89 64 72
leaf_count=58 53 52 108 95 56 94 59 53 85 62 72 1224 68 89 64 72
internal_value=0 0.000723337 0.000742902 0.00059506 0.000447758 0.00076028 0.000257921 0.00078041 0.000772015 0.000382354 0.00076138 0.000753926 0.000627474 0.000197813 0.000157523 0.000583358
internal_weight=0 2099 1985 209 114 1776 265 1542 1489 114 1404 1332 234 212 153 166
internal_count=2364 2099 1985 209 114 1776 265 1542 1489 114 1404 1332 234 212 153 166
is_linear=0
shrinkage=0.0032998


Tree=8706
num_leaves=22
num_cat=0
split_feature=42 2 4 4 42 1452 4 2 403 2 150 1213 124 403 2 1446 42 42 3 1 2
split_gain=0.117231 0.157856 0.106682 0.102328 0.0912869 0.0857643 0.0550996 0.11385 0.0525298 0.0680435 0.0511961 0.0488185 0.0458443 0.0447814 0.0790932 0.0351313 0.0381417 0.0897405 0.0323355 0.0560971 0.0124927
threshold=0.077855000000000021 0.14794000000000004 0.50973500000000016 0.04105000000000001 0.083865000000000009 0.083330000000000015 -0.082184999999999994 0.084635000000000016 -0.081089999999999982 0.10859000000000001 0.102565 -0.041999999999999989 -1.0000000180025095e-35 -0.40578999999999993 0.085025000000000003 0.092750000000000013 0.12029500000000001 0.11309000000000001 0.094285000000000008 1.0000000180025095e-35 0.11444000000000001
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 2 3 8 -2 6 7 -6 13 11 15 -10 -13 -1 -15 16 17 -8 19 -5 -11
right_child=4 -3 -4 18 5 -7 10 -9 9 20 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0039223142953377635 0.0089792818123297317 -0.0071912532695255701 0.0090434423254811339 -8.0454070270215359e-05 0.00038291126308936496 0.0091927628501800532 0.0026469667983827598 0.010749883349889361 0.0080588391093952411 -0.0028953698927533154 -0.0016244501302014444 0.0077352312151956005 0.0024326674811605562 0.0018830770439320062 -0.0059215842910799472 0.0069324415822008918 0.0059459869540906913 -0.0036713396961492242 0.00097894757902098023 -0.0064257652267279827 0.00069013754069408126
leaf_weight=52 81 61 52 80 55 62 600 67 61 53 86 52 445 77 70 52 77 71 75 79 56
leaf_count=52 81 61 52 80 55 62 600 67 61 53 86 52 445 77 70 52 77 71 75 79 56
internal_value=0 0.00114636 0.00158941 0.0012354 0.00352033 0.00310541 0.0027292 0.00609097 0.00208012 0.00279632 0.00226427 0.0035483 0.00299108 -0.000311359 -0.00182121 0.00268455 0.00238684 0.00197574 -0.00188312 -0.00324446 -0.00103679
internal_weight=0 1213 1152 1100 1151 1070 1008 122 866 667 886 558 497 199 147 800 748 671 234 159 109
internal_count=2364 1213 1152 1100 1151 1070 1008 122 866 667 886 558 497 199 147 800 748 671 234 159 109
is_linear=0
shrinkage=0.16829


Tree=8707
num_leaves=20
num_cat=0
split_feature=42 0 48 2 156 156 483 42 483 15 124 159 1213 1456 159 2 484 0 2
split_gain=0.0810984 0.15365 0.117483 0.10924 0.0722251 0.0707103 0.0842081 0.0687096 0.0634963 0.0684062 0.111448 0.089727 0.0949552 0.0620512 0.0601696 0.0573692 0.0329957 0.0171626 0.00580449
threshold=0.077855000000000021 -0.016419999999999997 0.10255000000000002 0.14794000000000004 0.097880000000000009 0.087205000000000019 0.10761000000000003 0.083925000000000013 0.086010000000000017 0.088245000000000004 -0.085059999999999983 0.082585000000000006 -0.083614999999999981 -0.087454999999999991 0.091070000000000012 0.087470000000000006 -0.081554999999999989 -0.082134999999999986 0.091005000000000016
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 5 4 8 6 7 -2 9 10 -1 12 -12 -9 -13 -7 -15 -11 -19
right_child=1 -3 -4 -5 -6 15 -8 13 -10 17 11 14 -14 16 -16 -17 -18 18 -20
leaf_value=0.0071640105960116282 0.009664183930317408 0.010577610375192895 -0.0042764080573343584 -0.0059810388621372662 0.0061721539480544055 -0.0047473029898703195 -0.0025152246648962951 0.0091103995856194556 0.0062767471447482542 0.0061851371306079995 0.0049744526906671119 0.0078098992660354258 -0.0020545061989860028 0.00035437302553456887 0.00050841739759158319 0.0022525933838867269 0.003556775409561438 0.0036961543834724006 0.0014024822325780714
leaf_weight=57 55 70 69 61 81 57 62 52 60 52 60 53 575 109 82 79 598 64 68
leaf_count=57 55 70 69 61 81 57 62 52 60 52 60 53 575 109 82 79 598 64 68
internal_value=0 0.00292895 0.002432 0.000953937 0.00132271 0.00289116 0.00344577 0.00390201 0.000954271 0.00063662 -1.41765e-05 -0.000547882 -0.00138752 0.0034821 0.00338823 -0.000667977 0.00306559 0.00357143 0.00252818
internal_weight=0 1151 1081 1213 1152 1012 876 814 1071 1011 827 770 635 759 135 136 707 184 132
internal_count=2364 1151 1081 1213 1152 1012 876 814 1071 1011 827 770 635 759 135 136 707 184 132
is_linear=0
shrinkage=0.16829


Tree=8708
num_leaves=28
num_cat=0
split_feature=1 52 123 52 1 15 43 51 3 16 3 15 1 3 15 3 124 52 15 15 16 403 3 133 133 52 133
split_gain=5.67253 0.693502 0.690682 0.409883 0.312434 0.285616 0.423726 0.247644 0.208977 0.229942 0.299336 0.35159 0.225837 0.169516 0.146862 0.143019 0.217874 0.14076 0.130943 0.105793 0.105207 0.118978 0.0924781 0.0631049 0.0700837 0.0728445 0.053606
threshold=0.10538500000000002 -0.40011499999999994 0.080635000000000012 0.12371000000000001 0.13662500000000002 0.03981500000000001 -0.020694999999999995 -0.28723999999999994 -0.107915 -0.013024999999999998 -0.071329999999999991 -0.09990499999999998 0.080270000000000022 -0.027864999999999997 0.084715000000000013 0.12745000000000004 -0.058514999999999991 -0.5288449999999999 0.11162500000000002 -0.0043649999999999991 -0.078939999999999996 -0.12602499999999997 -0.086049999999999988 0.10397500000000001 -0.0097699999999999992 0.095415000000000014 0.078935000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 13 7 18 -1 12 10 26 -12 -9 -3 -8 16 -15 -11 20 -19 21 -7 -22 24 25 -16 -10
right_child=1 3 -4 -5 -6 6 14 8 9 17 11 -13 -14 15 23 -17 -18 19 -20 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=0.000661169693037866 0.00086490158262576995 0.0005892827661501558 0.00056625459573219424 0.00066825664139292151 0.00025415249951002709 0.00072150762378181334 0.0011583597652692777 0.00091918514843089896 0.00086707516801097333 0.00083933868921337194 0.000902582006007443 0.00057294187395844217 0.00063313601884702926 0.00049835009322244533 0.0010184670932255656 0.00055206851593720893 0.00020652661604201827 0.00096991964602433089 0.00076595613075587155 0.0011293785735643476 0.0010664780303561194 0.00092435780370694973 0.00087988789360141399 0.00090769075119696483 0.0010954628122406393 0.00087748626536347134 0.00097114705920928559
leaf_weight=56 53 92 64 87 97 53 77 56 109 76 69 74 68 53 193 54 60 242 95 60 69 87 56 76 99 56 133
leaf_count=56 53 92 64 87 97 53 77 56 109 76 69 74 68 53 193 54 60 242 95 60 69 87 56 76 99 56 133
internal_value=0 0.000507404 0.000904571 0.000464553 0.000414673 0.000916554 0.000960436 0.000876451 0.000890002 0.000910661 0.000853131 0.000732245 0.000762604 0.000474655 0.0010229 0.000411295 0.000343711 0.000969163 0.000873407 0.00100172 0.000911794 0.000847816 0.000983168 0.000998218 0.00101789 0.000986902 0.000924417
internal_weight=0 496 1868 443 356 1804 861 943 887 763 385 143 124 259 501 167 113 378 360 302 265 140 125 424 348 249 242
internal_count=2364 496 1868 443 356 1804 861 943 887 763 385 143 124 259 501 167 113 378 360 302 265 140 125 424 348 249 242
is_linear=0
shrinkage=0.0032998


Tree=8709
num_leaves=27
num_cat=0
split_feature=16 40 13 52 13 16 52 16 51 42 40 124 16 13 13 155 13 42 16 13 52 42 42 42 42 403
split_gain=1.81358 1.23315 0.582398 0.503258 0.415751 0.246108 0.246754 0.171123 0.299822 0.104409 0.102263 0.150832 0.0990866 0.113819 0.104911 0.0907684 0.0835333 0.114071 0.0767679 0.0654591 0.0457227 0.0421875 0.0362674 0.0356067 0.0249532 0.0164593
threshold=-0.27523999999999998 -0.013874999999999998 -0.28558999999999996 0.12492500000000002 -0.078389999999999974 -0.063814999999999997 -0.43163499999999994 0.41593000000000008 -0.10343499999999999 0.083385000000000015 -0.079179999999999987 -0.082899999999999988 -0.54150999999999994 -0.099939999999999987 -1.0000000180025095e-35 0.10663500000000002 0.056910000000000009 1.0000000180025095e-35 -0.072534999999999988 -0.082804999999999976 -0.011954999999999999 0.090040000000000023 0.11776500000000001 0.086125000000000021 0.088020000000000015 -0.14367499999999997
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=3 10 -3 12 9 16 15 8 -8 -4 11 -2 -1 -14 -15 -7 17 25 23 20 -20 -21 -19 -11 -25 -6
right_child=1 2 4 -5 5 6 7 -9 -10 18 -12 -13 13 14 -16 -17 -18 22 19 21 -22 -23 -24 24 -26 -27
leaf_value=0.00067584329696908341 0.00055941969413447214 0.00058782183347667731 0.00086514335293944944 0.00091521649405555932 0.00093310978425295164 0.00106210368411367 0.0010723879084254377 0.00065486842251187669 0.00080144237320150418 0.0011401010106872667 0.00050453430273408905 0.00081089970410060173 0.0003902300967277528 0.00066880357301193547 0.00048226689405764619 0.0008909397725767209 0.00085287172410319456 0.00079760065624968836 0.00091113097827796494 0.0011107425457986568 0.0010057251399236537 0.00097580421227217936 0.00093000144822298679 0.00096989555282029792 0.0010675917833721251 0.0010031862225371091
leaf_weight=65 55 56 62 54 61 65 52 68 350 57 56 52 52 67 69 81 97 52 150 64 109 54 52 54 109 301
leaf_count=65 55 56 62 54 61 65 52 68 350 57 56 52 52 67 69 81 97 52 150 64 109 54 52 54 109 301
internal_value=0 0.000897294 0.000921034 0.000624986 0.000931167 0.000893777 0.000847636 0.000810363 0.000836578 0.000998009 0.000621222 0.000681964 0.0005629 0.000523663 0.000574423 0.000967384 0.000944198 0.000963133 0.00101175 0.000981911 0.000951077 0.00104929 0.00086414 0.00106272 0.00103544 0.000991475
internal_weight=0 2057 1894 307 1838 1179 616 470 402 659 163 107 253 188 136 146 563 466 597 377 259 118 104 220 163 362
internal_count=2364 2057 1894 307 1838 1179 616 470 402 659 163 107 253 188 136 146 563 466 597 377 259 118 104 220 163 362
is_linear=0
shrinkage=0.0032998


Tree=8710
num_leaves=19
num_cat=0
split_feature=4 13 39 13 4 16 15 13 43 16 4 4 43 16 50 43 39 4
split_gain=4.79449 1.27817 0.823469 0.442911 0.385352 0.242787 0.215306 0.287264 0.205402 0.163856 0.345023 0.152462 0.138798 0.130488 0.0884115 0.0416464 0.0232292 0.0138179
threshold=0.30163500000000004 -0.16392499999999996 0.0095750000000000019 -0.089899999999999994 -0.37983499999999992 0.041625000000000002 -0.045404999999999994 -0.061199999999999991 -0.049914999999999994 -0.11777499999999998 0.0071200000000000005 0.066275000000000014 -0.073404999999999984 0.25032500000000008 0.11051000000000001 -0.080989999999999993 0.088655000000000012 0.23590000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 13 9 15 -8 -5 11 14 -6 16 -3 -11 -7 -4 -13
right_child=3 2 12 8 5 6 7 -9 -10 10 -12 17 -14 -15 -16 -17 -18 -19
leaf_value=0.00074428823069448854 0.00043826833841354134 0.0014581368281824936 0.00090431387109659548 0.00061254843780096202 0.0013589916399612619 0.0012114405283298465 0.0011090374290461313 0.00079653517044032149 0.00084763607851833487 0.0011843929700070636 0.00096096498527670985 0.0012184383419227231 0.0010619520093307043 0.0012504457722411332 0.0010809136831954598 0.001100059671913682 0.00079615727713784482 0.0011254452087454028
leaf_weight=89 78 58 54 76 97 73 72 60 91 1017 91 56 53 89 108 105 53 52
leaf_count=89 78 58 54 76 97 73 72 60 91 1017 91 56 53 89 108 105 53 52
internal_value=0 0.0011325 0.00114943 0.000644669 0.00116886 0.00115494 0.00106997 0.000967258 0.000740861 0.00117345 0.00115854 0.0012617 0.000921145 0.00133263 0.00117449 0.00114594 0.00085107 0.00117399
internal_weight=0 2127 2038 245 1878 1731 310 132 167 1421 1216 205 160 147 1125 178 107 108
internal_count=2372 2127 2038 245 1878 1731 310 132 167 1421 1216 205 160 147 1125 178 107 108
is_linear=0
shrinkage=0.0032998


Tree=8711
num_leaves=19
num_cat=0
split_feature=15 157 2 1456 3 3 3 52 150 52 49 13 159 13 3 15 13 3
split_gain=0.107039 0.108929 0.076806 0.0844515 0.0806864 0.143188 0.0658363 0.061843 0.0570461 0.0524982 0.0493439 0.0536533 0.0477322 0.0418274 0.0401307 0.059138 0.0839314 0.0281245
threshold=-0.2987999999999999 -0.14310999999999999 0.081460000000000019 -0.15824499999999997 -0.097574999999999981 -0.16048499999999996 -0.10468499999999999 -0.029219999999999999 0.11156000000000001 0.05118000000000001 0.12603000000000003 0.019675000000000002 -0.10961999999999998 -0.052454999999999995 -0.083654999999999993 -0.015824999999999995 -0.080624999999999988 -0.023394999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 6 -4 5 -5 -3 -7 10 13 11 -6 -8 -1 -14 17 -17 -16
right_child=1 2 3 4 8 7 12 -9 -10 -11 -12 -13 14 -15 15 16 -18 -19
leaf_value=-0.0056660681014581021 -0.0019878236279011908 0.011610539123921172 0.010217888922296204 0.0056661816152127143 0.0040270904793287075 -0.0069544507630656663 0.00061678029801477165 4.8384950538034611e-05 -0.0012657139278253024 0.0036808861119500577 0.00010551307554470721 0.0084411134810084675 0.0028780001695849857 0.00067376439123474185 0.0061544307812382423 0.0044256692788720376 0.012291723249335551 0.0012784851794605319
leaf_weight=59 86 52 52 92 1079 60 56 87 59 58 84 85 97 58 93 66 95 54
leaf_count=59 86 52 52 92 1079 60 56 87 59 58 84 85 97 58 93 66 95 54
internal_value=0 0.00386907 0.00410853 0.00353058 0.00330449 0.00045285 0.00590534 -0.00279769 0.00382457 -0.000446486 0.00406665 0.00435096 0.00525791 -0.00250789 0.00589521 0.0068396 0.00907829 0.00437549
internal_weight=0 2197 2111 1598 1546 239 513 147 1307 175 1248 1164 461 117 405 308 161 147
internal_count=2372 2197 2111 1598 1546 239 513 147 1307 175 1248 1164 461 117 405 308 161 147
is_linear=0
shrinkage=0.16829


Tree=8712
num_leaves=19
num_cat=0
split_feature=14 4 14 16 157 12 16 47 160 42 15 16 16 52 16 157 16 160
split_gain=0.149133 0.0956937 0.0956607 0.219604 0.0888019 0.080996 0.154126 0.103438 0.111911 0.108649 0.0599461 0.0585213 0.0571234 0.0652217 0.0601232 0.0489133 0.0553934 0.0270311
threshold=0.019675000000000002 0.30163500000000004 -0.45687499999999998 -0.49181999999999998 -0.14210499999999995 0.083885000000000015 0.024125000000000004 0.097480000000000011 0.085260000000000016 0.082115000000000007 -0.18708499999999997 0.26676500000000009 -0.123625 0.0033500000000000005 -0.093079999999999982 -0.073574999999999988 -0.043889999999999992 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 10 -1 6 7 8 9 -6 -4 -8 13 -7 -14 17 -17 -16
right_child=-2 2 3 -5 5 12 11 -9 -10 -11 -12 -13 14 -15 15 16 -18 -19
leaf_value=-0.0022869815670898139 0.00975975717273273 0.0056756105744156472 0.0062506182565290232 -0.0096857871017225084 -0.0062216874842412426 0.011017618172636648 0.0093984179654362319 0.00632018538963667 0.0035467584118607136 0.0015328969420136604 -0.001623362689293466 0.0023199498732269885 -0.00080410496095073168 0.0039543164174129074 0.004522525268417993 0.0046425788548283779 0.0022342122197812034 0.0093993583061687241
leaf_weight=84 88 54 55 71 147 66 76 56 88 78 54 60 83 87 68 566 526 65
leaf_count=84 88 54 55 71 147 66 76 56 88 78 54 60 83 87 68 566 526 65
internal_value=0 0.00269077 -0.000526876 -0.0023976 0.00305893 0.00328825 0.00144533 -0.000334925 -0.00153136 -0.00352545 0.00233326 0.00628877 0.00392404 0.00701297 0.00356134 0.00385859 0.00348415 0.00691945
internal_weight=0 2284 234 180 2050 1966 505 369 313 225 109 136 1461 153 1308 1225 1092 133
internal_count=2372 2284 234 180 2050 1966 505 369 313 225 109 136 1461 153 1308 1225 1092 133
is_linear=0
shrinkage=0.16829


Tree=8713
num_leaves=21
num_cat=0
split_feature=4 2 14 13 52 14 376 49 3 15 2 133 402 15 48 1213 48 401 3 4
split_gain=1.98456 0.985254 0.640312 0.423833 0.262507 0.238411 0.237435 0.174911 0.129256 0.106313 0.0950375 0.0758041 0.0715572 0.065214 0.0887083 0.0802621 0.0793834 0.064884 0.0565097 0.000961453
threshold=0.30163500000000004 0.099675000000000014 0.062655000000000016 -0.23438999999999996 0.047850000000000011 -0.45687499999999998 0.048375000000000008 -0.014169999999999999 0.12566000000000002 -0.025694999999999999 0.11353000000000001 0.08950000000000001 0.090075000000000002 -0.14820999999999998 0.087730000000000016 -0.080279999999999976 0.096085000000000018 0.097935000000000008 -0.082634999999999986 -0.049324999999999994
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 2 6 -3 7 -2 12 -5 18 10 -9 19 13 -1 15 -15 -16 -14 -7 -6
right_child=5 3 -4 4 11 8 -8 9 -10 -11 -12 -13 17 14 16 -17 -18 -19 -20 -21
leaf_value=0.00069785989017229471 0.00043373538604083844 0.000173202270808721 0.000923541078009498 0.00023749097684748417 0.00060234401797081547 0.00032331406330756899 0.0003617469238053538 0.00041895969342862723 4.5266251666551893e-05 0.00035281513404063436 0.00058824862457673667 0.00046754894030132669 0.00071468297288580947 0.00051512145954038361 0.00040336133195505565 0.00059621580400204873 0.00056784980989227937 0.00057708300418874423 0.00018416724603629686 0.00064814221782455959
leaf_weight=52 54 63 62 56 52 53 53 80 53 90 70 52 92 162 61 987 73 70 85 52
leaf_count=52 54 63 62 56 52 53 53 80 53 90 70 52 92 162 61 987 73 70 85 52
internal_value=0 0.00055355 0.000593748 0.000427657 0.000463045 0.000239659 0.000580534 0.000404908 0.000184604 0.000443825 0.000498196 0.00057313 0.000588256 0.000580077 0.000575275 0.000584813 0.000493234 0.000655444 0.000237863 0.000625582
internal_weight=0 2127 1612 515 452 245 1550 296 191 240 150 156 1497 1335 1283 1149 134 162 138 104
internal_count=2372 2127 1612 515 452 245 1550 296 191 240 150 156 1497 1335 1283 1149 134 162 138 104
is_linear=0
shrinkage=0.0032998


Tree=8714
num_leaves=19
num_cat=0
split_feature=10 13 1213 1213 2 0 13 2 4 15 156 0 0 1212 4 1212 4 0
split_gain=0.0925374 0.0804752 0.0971856 0.0784567 0.077931 0.127982 0.107808 0.0738185 0.077784 0.120863 0.072306 0.0625695 0.0770705 0.0608527 0.0475053 0.0226508 0.0222419 0.0174077
threshold=-0.0091199999999999979 -0.46134499999999995 -0.080279999999999976 -0.13252999999999998 0.094835000000000017 0.047740000000000012 0.094590000000000021 0.13194500000000003 -0.0073899999999999999 -0.18708499999999997 0.084085000000000007 -0.14822499999999997 -0.10803999999999998 0.085450000000000012 -0.088784999999999989 -0.16927999999999996 -0.048624999999999995 -0.061654999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 15 5 11 7 8 10 -10 -6 -4 -13 -5 -14 -3 -8 -9
right_child=1 2 4 13 6 -7 16 17 9 -11 -12 12 14 -15 -16 -17 -18 -19
leaf_value=-0.002183046685269759 -0.0029519125771178319 0.00092529492172309998 0.0084276752406115089 -0.0068006517119556893 0.006532723260750899 0.012251013098888828 -0.00019168430841286498 0.0092818910616427903 0.0076701532603618856 -0.0013534624247596959 -0.00034330546366252685 -0.002582828571444509 -0.00020597016367120783 0.00029328095951406075 0.0043394351036300412 0.0056985688364286149 -0.0047814950974829724 0.004919126229931836
leaf_weight=99 61 55 87 56 158 57 66 55 52 219 59 52 69 87 970 60 56 54
leaf_count=99 61 55 87 56 158 57 66 55 52 219 59 52 69 87 970 60 56 54
internal_value=0 0.00306271 0.00322939 0.000152251 0.00363476 0.00444716 0.00223683 0.00316966 0.00227983 0.000371377 0.00465492 0.00406803 0.00371873 -0.0024722 0.00403585 0.00343132 -0.00231321 0.007137
internal_weight=0 2273 2212 258 1954 1235 719 597 488 271 217 1178 1091 143 1039 115 122 109
internal_count=2372 2273 2212 258 1954 1235 719 597 488 271 217 1178 1091 143 1039 115 122 109
is_linear=0
shrinkage=0.16829


Tree=8715
num_leaves=19
num_cat=0
split_feature=4 2 12 52 4 52 11 0 0 2 15 52 52 2 12 12 132 52
split_gain=4.91373 1.90345 1.06506 0.379985 0.343816 0.327793 0.209942 0.196871 0.158288 0.146558 0.125568 0.109114 0.0925805 0.135419 0.131192 0.0635589 0.046461 0.0325657
threshold=0.30163500000000004 0.12708000000000003 0.077755000000000005 0.026115000000000003 0.018150000000000003 -0.092059999999999989 0.077290000000000011 -0.10803999999999998 -0.061994999999999995 0.092235000000000025 -0.42759999999999992 -0.077269999999999991 1.0000000180025095e-35 0.10272000000000002 0.084290000000000018 0.08598500000000002 -0.0063199999999999992 -0.025904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 8 -2 12 -7 -9 -8 13 16 -14 -16 -4 -10
right_child=7 4 6 -5 -6 9 11 10 17 -11 -12 -13 14 -15 15 -17 -18 -19
leaf_value=0.00076131496360530733 0.00042017314724231136 0.00022629296258773617 0.0007589454007187451 0.00086542876030053369 0.00058335769281559716 0.00061312840469762643 0.0010599671948506287 0.00030928923565140505 0.00065896584882352293 0.00042670967443401671 0.00011181827730328958 0.00086164706329391416 0.00072413187457948905 0.00066567451409246022 0.0009798479925222231 0.00088352672275799932 0.00085202357043411578 0.00078265086863095403
leaf_weight=95 102 64 73 77 55 96 83 89 53 92 59 52 53 53 97 507 614 53
leaf_count=95 102 64 73 77 55 96 83 89 53 92 59 52 53 53 97 507 614 53
internal_value=0 0.000797621 0.000821785 0.000658851 0.000391619 0.000602519 0.000857573 0.000308209 0.000846208 0.00052209 0.000230806 0.000983838 0.000855673 0.00082959 0.000884997 0.000899054 0.000842184 0.000721141
internal_weight=0 2117 1998 360 119 283 1638 250 1503 188 148 135 1397 740 657 604 687 106
internal_count=2367 2117 1998 360 119 283 1638 250 1503 188 148 135 1397 740 657 604 687 106
is_linear=0
shrinkage=0.0032998


Tree=8716
num_leaves=16
num_cat=0
split_feature=393 1212 4 12 10 43 43 4 43 49 49 12 4 3 16
split_gain=0.120897 0.0588663 0.1359 0.0720733 0.109494 0.0958181 0.0744639 0.063827 0.0786768 0.0640239 0.0990715 0.059696 0.0533983 0.0317239 0.0309362
threshold=0.087760000000000019 0.087685000000000013 -0.081929999999999989 0.10823500000000001 -0.074314999999999978 0.13543000000000002 0.11870000000000001 0.42953500000000006 -0.049364999999999992 0.0033550000000000003 0.083250000000000005 0.090840000000000018 -0.50775499999999985 -0.070889999999999995 -0.070064999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 13 7 9 -9 12 -11 -8 -6 -5 -4
right_child=-2 2 14 5 6 -7 11 8 -10 10 -12 -13 -14 -15 -16
leaf_value=0.010911903433577142 -0.0036216144940413018 -0.0059298261036318332 0.00085049570134168096 -0.0058127256873298141 0.0089139031070898083 0.0059080962761287438 -0.004088050609066615 0.0028042270150427035 0.012117331080868843 -0.0054547911620837532 0.0023461302220388774 0.0033919178783354633 0.003525003638961527 -0.00039025469420524091 0.0063510512649583616
leaf_weight=53 86 70 63 53 55 52 70 52 52 53 350 53 1176 74 55
leaf_count=53 86 70 63 53 55 52 70 52 52 53 350 53 1176 74 55
internal_value=0 0.00279738 -4.57745e-05 0.00305362 0.00335567 -0.000166102 0.00313951 0.00342291 0.00747805 0.00316371 0.00131574 -0.000850368 0.00376723 -0.00266732 0.00342954
internal_weight=0 2281 188 2093 1914 179 1861 1738 104 1634 403 123 1231 127 118
internal_count=2367 2281 188 2093 1914 179 1861 1738 104 1634 403 123 1231 127 118
is_linear=0
shrinkage=0.16829


Tree=8717
num_leaves=23
num_cat=0
split_feature=3 3 43 14 3 52 52 3 0 42 0 0 43 0 13 43 1446 50 49 42 13 3
split_gain=4.50245 1.43904 1.34069 0.870792 0.834293 1.00411 0.335333 0.500022 0.483666 0.278535 0.25947 0.231886 0.218763 0.212774 0.0975386 0.0922632 0.055098 0.0788561 0.0355179 0.0542971 0.0269225 0.0118415
threshold=-0.063814999999999997 0.20828500000000003 -0.035884999999999993 0.076175000000000007 -0.11197999999999998 -0.22243999999999997 -0.089964999999999976 0.091170000000000015 -0.084699999999999984 0.093195000000000014 -0.068669999999999995 -0.071104999999999988 -0.086949999999999986 -0.23029499999999997 0.0049200000000000008 0.066795000000000007 0.090050000000000005 0.10861000000000003 0.088165000000000007 0.091255000000000017 -0.43167499999999998 -0.089694999999999983
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 9 4 5 -1 -4 8 -8 12 -7 14 -2 -9 15 16 17 -6 19 -13 -3 -16
right_child=1 20 6 -5 11 10 7 13 -10 -11 -12 18 -14 -15 21 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0010576132280291704 0.00073780424923608739 0.00030186730951677797 0.00099683223352160441 0.0013313249638837764 0.00097651573227432403 0.0007353723273403821 0.0010211599162788484 0.00044611565608241563 0.00062465360403715468 0.00033817290625186297 0.00047404498447550867 0.00093827185885946116 0.00046720358006895323 0.00072899464495591523 0.0008983474192130669 0.00085466554780483286 0.0010764873135955088 0.00087275885841117565 0.0007527579495514976 0.00080764026866840175 0.0001941075411337476 0.00081421391126821404
leaf_weight=70 53 53 74 54 833 74 91 61 54 97 97 63 88 57 52 84 58 96 52 97 54 55
leaf_count=70 53 53 74 54 833 74 91 61 54 97 97 63 88 57 52 84 58 96 52 97 54 55
internal_value=0 0.000599716 0.000665139 0.000917679 0.000903962 0.00072408 0.000799196 0.000743454 0.000873738 0.000475171 0.00058734 0.000935125 0.000569169 0.000583059 0.000953415 0.000963171 0.00097237 0.000965832 0.000833331 0.000859297 0.000247813 0.00085543
internal_weight=0 682 575 1685 1631 241 337 263 145 238 171 1390 141 118 1178 1071 987 929 212 160 107 107
internal_count=2367 682 575 1685 1631 241 337 263 145 238 171 1390 141 118 1178 1071 987 929 212 160 107 107
is_linear=0
shrinkage=0.0032998


Tree=8718
num_leaves=18
num_cat=0
split_feature=0 124 52 14 481 14 484 42 4 42 1 16 1 52 4 1210 155
split_gain=0.0819619 0.171603 0.177463 0.0722171 0.0766808 0.0869076 0.0782145 0.1226 0.0617519 0.10996 0.0818889 0.0463848 0.0960917 0.100371 0.0402497 0.0455143 0.0221716
threshold=-0.061994999999999995 -1.0000000180025095e-35 -0.40011499999999994 -0.23960999999999996 -0.08452999999999998 0.019675000000000002 0.085775000000000004 0.083725000000000008 -0.17689999999999997 0.094095000000000012 1.0000000180025095e-35 -0.025314999999999994 0.10322500000000003 -0.43706499999999993 -0.088004999999999986 -0.07983999999999998 0.10683000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 16 -1 -5 6 11 -8 10 -10 -4 14 13 -13 -6 -16 -3
right_child=1 2 8 4 5 -7 7 -9 9 -11 -12 12 -14 -15 15 -17 -18
leaf_value=0.0091286937116609214 0.00900149323640923 0.0072638622604831865 -0.0045845329198572482 -0.0015376321617704535 -0.0016071832396959169 0.0091150482072587038 -0.0071732661936775308 0.0028482564575493551 -0.0088591694525806102 -8.6995853686156979e-05 0.0047289862826212746 -0.00020233317387125769 -0.00068113249815868443 0.0071716349716569724 0.0067358166873048124 0.0027348738905202965 0.0027198056914151188
leaf_weight=58 62 54 52 96 54 71 52 103 92 73 55 62 73 318 89 929 74
leaf_count=58 62 54 52 96 54 71 52 103 92 73 55 62 73 318 89 929 74
internal_value=0 0.000761712 -0.000510962 0.00326566 0.00308058 0.0033348 0.00308945 -0.000502212 -0.00294666 -0.00498904 0.000186 0.00345568 0.00488901 0.00596379 0.00284832 0.00308643 0.00465087
internal_weight=0 462 400 1905 1847 1751 1680 155 272 165 107 1525 453 380 1072 1018 128
internal_count=2367 462 400 1905 1847 1751 1680 155 272 165 107 1525 453 380 1072 1018 128
is_linear=0
shrinkage=0.16829


Tree=8719
num_leaves=11
num_cat=0
split_feature=399 14 11 11 1186 159 474 52 479 48
split_gain=0.0793665 0.0467096 0.0499159 0.0680611 0.0668856 0.0527285 0.0949714 0.045198 0.0407795 0.0360382
threshold=0.090145000000000017 -0.23960999999999996 0.093740000000000018 0.079915000000000014 0.084100000000000022 0.087110000000000007 0.085070000000000021 0.048565000000000004 0.083230000000000012 0.11951500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 9 -3
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=0.0062532380227016673 -0.0031804742500049174 0.0024587436814677917 -0.0023639835291432393 0.0070581204391684943 0.0082384782573179226 0.0029390718887064154 -0.0064782242171436237 -0.002777888978293056 0.0070591119920796336 -0.0015079204236540119
leaf_weight=90 72 1622 62 88 52 156 53 52 53 67
leaf_count=90 72 1622 62 88 52 156 53 52 53 67
internal_value=0 0.00248341 0.00232872 0.00246533 0.00226778 0.00211188 -0.000112264 0.00150119 0.00244614 0.00230033
internal_weight=0 2295 2205 2143 2055 2003 261 208 1742 1689
internal_count=2367 2295 2205 2143 2055 2003 261 208 1742 1689
is_linear=0
shrinkage=0.16829


Tree=8720
num_leaves=22
num_cat=0
split_feature=1 12 40 131 159 1 12 15 151 12 1 12 52 403 43 1 1 133 1 52 48
split_gain=4.57624 0.761231 0.499148 0.356327 0.355795 0.18109 0.247882 0.18966 0.140201 0.128582 0.114764 0.221668 0.104061 0.100812 0.112947 0.102975 0.146331 0.130896 0.0596024 0.0595844 0.0554467
threshold=0.10684 -0.050214999999999989 -0.076644999999999977 0.086835000000000009 0.08573500000000002 0.089625000000000024 0.088965000000000002 0.11876000000000002 -0.00016499999999999997 0.093995000000000009 0.13332000000000002 0.085090000000000013 -0.050359999999999995 -0.53317999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 0.084525000000000003 -0.016324999999999996 0.096575000000000008 -0.27209499999999992 0.090390000000000012
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=2 12 -1 4 10 7 8 13 -7 -8 11 -3 -2 -4 19 17 -17 -16 -11 -15 -21
right_child=1 3 5 -5 -6 6 9 -9 -10 18 -12 -13 -14 14 15 16 -18 -19 -20 20 -22
leaf_value=0.0009116944024068355 0.00051401228160398102 0.00084563883549774196 0.0010563148020440436 0.0011263711505622091 0.00060192369420872748 0.00086349320686706429 0.0012862054948243136 0.0009994673120304466 0.0010837005420093865 0.0010365037653510423 0.00078952883094860133 0.0011284011271683501 0.00068827845188560073 0.0011491560762724447 0.0011720268418437697 0.0013766184341258948 0.001147014667439555 0.0010103878456045069 0.0011873582017461245 0.0012478992621879645 0.0011440481193859822
leaf_weight=81 68 73 53 60 54 53 83 54 87 62 63 54 90 102 188 53 80 83 66 757 70
leaf_count=81 68 73 53 60 54 53 83 54 87 62 63 54 90 102 188 53 80 83 66 757 70
internal_value=0 0.000800002 0.00116699 0.000896818 0.000840226 0.00117852 0.00110989 0.00119522 0.00100059 0.00118225 0.000907769 0.000966146 0.000613501 0.00120282 0.00120862 0.00116097 0.00123878 0.00112265 0.00111456 0.00122931 0.00123915
internal_weight=0 462 1872 304 244 1791 351 1440 140 211 190 127 158 1386 1333 404 133 271 128 929 827
internal_count=2334 462 1872 304 244 1791 351 1440 140 211 190 127 158 1386 1333 404 133 271 128 929 827
is_linear=0
shrinkage=0.0032998


Tree=8721
num_leaves=13
num_cat=0
split_feature=30 132 10 1429 402 16 52 0 3 3 133 12
split_gain=0.203062 0.158732 0.202385 0.0818113 0.0753721 0.0742444 0.142068 0.0931964 0.0836269 0.0677701 0.0601444 0.0527272
threshold=0.085570000000000021 0.10859000000000001 -0.086389999999999981 -0.086994999999999989 0.10762500000000001 0.24579500000000001 -0.41304999999999997 -0.037224999999999994 -0.12077499999999998 -0.13088999999999998 -0.07218999999999999 0.093840000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 11 8 -5 -9 -6 -7
right_child=-2 -3 3 4 10 6 -8 9 -10 -11 -12 -13
leaf_value=-0.0071763248953486732 -0.0071726865150970884 0.010444440165896154 0.0095154908946879346 -0.0016687877630954539 0.0028059236777760446 0.0061566829997416212 -0.0046891243754200252 0.01231494092975292 0.0035747172612936987 0.004645389384052236 -0.004758541832389114 0.00019220137886066484
leaf_weight=55 55 82 56 91 57 94 93 57 1476 79 62 77
leaf_count=55 55 82 56 91 57 94 93 57 1476 79 62 77
internal_value=0 0.00316617 0.00289371 0.00315311 0.00298145 0.0032305 0.00059636 0.00363779 0.00326907 0.00787304 -0.00112013 0.00348143
internal_weight=0 2279 2197 2142 2086 1967 264 1703 1567 136 119 171
internal_count=2334 2279 2197 2142 2086 1967 264 1703 1567 136 119 171
is_linear=0
shrinkage=0.16829


Tree=8722
num_leaves=15
num_cat=0
split_feature=10 1447 13 13 16 130 1 151 51 51 16 16 130 16
split_gain=0.0984107 0.0710383 0.0636278 0.0607012 0.0588503 0.0541061 0.0542884 0.0813149 0.0684012 0.0564639 0.0560246 0.041566 0.0267958 0.0200513
threshold=-1.0000000180025095e-35 -0.085539999999999991 -0.13033499999999998 -0.19676999999999997 -0.081934999999999994 -0.016449999999999996 0.11604000000000002 0.009020000000000002 0.11524000000000002 -0.065539999999999987 0.034535000000000003 -0.021179999999999997 -0.082104999999999984 -0.087139999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 3 13 -1 12 7 8 10 -8 -7 -2 -4 -3
right_child=1 2 5 -5 -6 6 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0062806822058031238 0.0017342152444909339 0.0044539207486515974 0.0042685673586429131 -0.0046770437241721264 0.0013480807706317116 0.0037691195262131716 0.0018220948489249809 -0.0021608571579521409 -0.0015157558122847721 0.0084947228073283115 0.0013098825923080772 -0.0049780331755851712 0.0092030538312303789 -0.0001880627394654041
leaf_weight=56 52 52 72 58 58 1140 59 94 92 95 344 52 58 52
leaf_count=56 52 52 72 58 58 1140 59 94 92 95 344 52 58 52
internal_value=0 0.00267834 0.00288969 -0.000305209 -0.00238362 0.00315549 0.00291728 0.00263654 0.00292382 0.00594999 0.00320026 -0.00160463 0.00648393 0.00211565
internal_weight=0 2220 2116 162 114 1954 1824 1670 1576 154 1484 104 130 104
internal_count=2334 2220 2116 162 114 1954 1824 1670 1576 154 1484 104 130 104
is_linear=0
shrinkage=0.16829


Tree=8723
num_leaves=25
num_cat=0
split_feature=1 12 2 12 1 3 12 48 39 0 1 2 16 51 1 403 3 131 12 16 0 16 133 1
split_gain=9.43881 1.41008 1.18406 1.39675 0.611049 0.378916 0.36723 0.341091 0.290119 0.272837 0.247273 0.244632 0.163496 0.143908 0.146417 0.194282 0.162986 0.0847648 0.0823672 0.0644428 0.0536484 0.0664247 0.092788 0.0144314
threshold=0.10732500000000002 0.054520000000000006 0.11693000000000002 -0.073474999999999985 0.088735000000000022 -0.078869999999999982 0.093270000000000006 0.11765000000000002 0.081875000000000017 -0.04478999999999999 1.0000000180025095e-35 0.14983000000000005 -0.069604999999999986 -0.095799999999999982 0.090150000000000022 -0.23730999999999999 -0.097574999999999981 0.078765000000000016 0.08870500000000002 -0.0087049999999999992 -0.091674999999999993 0.26676500000000009 0.11667000000000001 0.11670500000000002
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 4 3 -2 10 -5 13 11 12 17 -1 -4 -6 -3 15 -15 19 20 -18 -17 -8 22 -22 -7
right_child=2 6 7 5 8 23 9 -9 -10 -11 -12 -13 -14 14 -16 16 18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00095427203732594685 0.00038045433455191667 0.0010469749177028961 0.00042969128689629145 0.0011550120579143378 0.00076612636061855271 0.00076378284916261139 0.001001445711552979 0.00062917788278369008 0.00061971592029894205 0.00090575635502222035 0.0012139041939509434 0.00015573235808945024 0.0010299424912411168 0.0010631180207954377 0.0010862096739418219 0.0012826932347354083 0.0012450033319257828 0.0012465018883384249 0.0011620314550677907 0.0014506187859180748 0.0011973713718982876 0.0010121069525068666 0.0010650228446342353 0.00085454111385478303
leaf_weight=88 76 64 91 53 52 52 52 54 66 74 77 59 54 76 95 62 512 59 198 52 160 54 102 52
leaf_count=88 76 64 91 53 52 52 52 54 66 74 77 59 54 76 95 62 512 59 198 52 160 54 102 52
internal_value=0 0.00112567 0.000587552 0.000748449 0.000931585 0.000926363 0.00116757 0.000403609 0.000793181 0.00109319 0.00107565 0.000322169 0.000900856 0.00120273 0.00121271 0.00122602 0.00124101 0.00112559 0.00122191 0.0013596 0.0011061 0.00112322 0.00114598 0.000809501
internal_weight=0 1897 437 233 337 157 1560 204 172 501 165 150 106 1059 995 900 824 427 710 114 368 316 262 104
internal_count=2334 1897 437 233 337 157 1560 204 172 501 165 150 106 1059 995 900 824 427 710 114 368 316 262 104
is_linear=0
shrinkage=0.0032998


Tree=8724
num_leaves=23
num_cat=0
split_feature=4 3 3 39 12 16 14 47 52 4 403 4 12 3 3 158 12 16 12 4 4 16
split_gain=2.93568 1.06432 0.444186 0.518477 0.296674 0.243986 0.293165 0.165663 0.18011 0.154267 0.153896 0.142424 0.123794 0.0884821 0.08686 0.061925 0.0529278 0.0970229 0.0901236 0.0432785 0.0359854 0.033891
threshold=0.36766000000000004 -0.059629999999999996 0.25468500000000005 0.0095750000000000019 -0.094119999999999995 -0.54150999999999994 -0.41790499999999997 0.077555000000000013 0.0085900000000000021 -0.030434999999999993 -0.53317999999999988 0.036620000000000007 -0.042789999999999988 -0.013119999999999998 -0.24154499999999998 0.085410000000000014 0.093270000000000006 0.23993500000000004 0.091680000000000011 -0.029369999999999997 -0.010739999999999998 -0.123625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 7 -5 -2 -7 8 9 -3 -1 14 -8 -6 -12 21 18 19 20 -18 -16 -13
right_child=5 2 -4 4 13 6 12 -9 -10 -11 11 15 -14 -15 16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.00055616055927681159 0.00049114021954855809 0.00080653167318505737 0.00026973192078059928 0.00063108229540850488 0.00023938977340274843 0.00042121861181538368 3.58546019346217e-05 0.0008137578330439663 0.00045311651449449252 0.00059408323509950109 0.00060874855410541378 0.00065464478378294199 0.00024283287815222285 0.00042894159944455108 0.00073146889197372859 0.00072860838699313616 0.0007045880546162085 0.00057956639975708518 0.00086412079182460449 0.00079836712999167283 0.00078373521151642994 0.00054159296385899297
leaf_weight=64 52 62 58 54 57 62 61 64 54 100 59 61 66 53 624 59 216 58 80 82 220 68
leaf_count=64 52 62 58 54 57 62 61 64 54 100 59 61 66 53 624 59 216 58 80 82 220 68
internal_value=0 0.000675212 0.000542452 0.000577998 0.000430049 0.000290351 0.000234921 0.000664528 0.000620148 0.000675608 0.000717079 0.0007238 0.000143696 0.00033104 0.000735913 0.00063734 0.000741747 0.000706018 0.000755475 0.000730511 0.000745135 0.000595325
internal_weight=0 2093 502 444 164 241 189 280 216 162 1591 1527 127 110 1339 188 1280 356 924 298 844 129
internal_count=2334 2093 502 444 164 241 189 280 216 162 1591 1527 127 110 1339 188 1280 356 924 298 844 129
is_linear=0
shrinkage=0.0032998


Tree=8725
num_leaves=15
num_cat=0
split_feature=150 39 48 1456 50 48 150 1456 1209 475 1209 48 48 150
split_gain=0.0885517 0.0763656 0.054807 0.0664503 0.0591244 0.0541479 0.0950788 0.0474233 0.0496588 0.0683801 0.066626 0.046964 0.0244289 0.0196613
threshold=1.0000000180025095e-35 0.099745000000000014 0.094535000000000022 -0.090954999999999994 0.11700000000000001 -0.032929999999999994 0.085825000000000012 -0.071109999999999993 0.083050000000000013 -0.085144999999999985 0.091045000000000001 0.091545000000000015 0.11224000000000002 0.10980500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -2 -7 -5 9 -9 -10 13 -4 -8
right_child=5 -3 12 4 -6 6 11 8 10 -11 -12 -13 -14 -15
leaf_value=-0.000846080413474948 -0.0038624231476910706 -0.00094882768190006643 0.0086439599626690847 0.0080296162314114211 0.0081200227523632856 -0.0045254929045635507 0.0034740266694189541 0.007721127781192395 0.011078492712061527 0.0027777355110757507 0.0034730411182514057 -0.00068133324149438515 0.004566710156636203 0.0075715210796482866
leaf_weight=90 61 97 92 66 87 55 100 85 54 1279 85 59 81 52
leaf_count=90 61 97 92 66 87 55 100 85 54 1279 85 59 81 52
internal_value=0 0.00364326 0.00387631 0.00359101 0.00383324 0.000650826 0.00169257 0.0035944 0.00339844 0.00308711 0.0064406 0.00332191 0.00674534 0.00488762
internal_weight=0 2016 1919 1746 1656 327 266 1569 1503 1364 139 211 173 152
internal_count=2343 2016 1919 1746 1656 327 266 1569 1503 1364 139 211 173 152
is_linear=0
shrinkage=0.16829


Tree=8726
num_leaves=26
num_cat=0
split_feature=12 12 12 150 16 42 16 51 376 16 150 11 3 0 16 12 133 16 474 159 11 3 3 133 52
split_gain=13.5416 2.73432 2.33203 2.1251 1.28213 1.03737 0.572659 0.649424 0.546674 0.464536 0.431337 0.467085 0.423269 0.393506 0.324276 0.159948 0.140397 0.13505 0.132915 0.124247 0.117694 0.11755 0.0745666 0.037491 0.0129962
threshold=0.077755000000000005 0.10597500000000001 -0.029844999999999997 0.088040000000000021 -0.14001499999999997 -0.026469999999999997 0.15737500000000001 0.0033150000000000007 0.086100000000000024 -0.27523999999999998 0.082965000000000025 1.0000000180025095e-35 -0.086574999999999985 -0.049464999999999988 0.50597000000000014 0.092495000000000008 0.085880000000000012 -0.019749999999999993 0.085500000000000007 0.030370000000000005 0.084680000000000019 -0.071329999999999991 -0.076969999999999997 0.40438500000000005 0.11667000000000001
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=2 10 5 6 -3 -1 7 17 9 -7 11 14 -12 21 15 18 -11 -4 19 -2 -13 -6 23 -17 -24
right_child=1 4 3 -5 13 8 -8 -9 -10 16 12 20 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.00060965352839805441 0.0010760208091392151 0.00019856904186383819 0.00063482606890832513 0.00012481950336637625 0.0007534533661358114 -6.8164051317193035e-06 0.0010466402394655237 0.00096014396356606504 -0.0001741816634854955 0.00041783297275385141 0.00063725489126023301 0.0013684472541242872 0.0010210979578714949 0.00053965789150822101 0.00079409923600582191 0.0009192910365593592 0.0001942605996679348 0.00040392191081218968 0.0011953401867850595 0.00094836219084201245 0.0011459899713896974 0.00095832988624834409 0.0010147837984082237 0.0010228664579550112 0.0011003895543946181
leaf_weight=59 660 52 62 72 52 73 62 58 53 73 56 58 73 52 58 155 54 52 92 101 53 83 61 62 57
leaf_count=59 660 52 62 72 52 73 62 58 53 73 56 58 73 52 58 155 54 52 92 101 53 83 61 62 57
internal_value=0 0.000985791 0.000416405 0.000621147 0.000657801 0.000215488 0.000773713 0.000675128 0.000123429 0.000202471 0.00103852 0.00105596 0.000854742 0.000785314 0.00103753 0.00104939 0.000323048 0.00052981 0.00107386 0.00105912 0.00126255 0.000879675 0.000986978 0.000949046 0.00105643
internal_weight=0 1725 618 306 239 312 234 172 253 200 1486 1357 129 187 1246 1188 127 114 853 761 111 135 335 217 118
internal_count=2343 1725 618 306 239 312 234 172 253 200 1486 1357 129 187 1246 1188 127 114 853 761 111 135 335 217 118
is_linear=0
shrinkage=0.0032998


Tree=8727
num_leaves=20
num_cat=0
split_feature=4 12 150 16 12 16 51 15 39 3 16 51 150 51 15 3 15 131 15
split_gain=4.97616 1.97515 1.02055 0.409204 0.394386 0.324685 0.335622 0.243183 0.36296 0.22051 0.203844 0.180076 0.163068 0.128058 0.086846 0.0725718 0.0691734 0.06478 0.00501032
threshold=0.36766000000000004 0.054520000000000006 0.082965000000000025 0.15454000000000004 0.11844 -0.034109999999999994 0.078435000000000019 -0.42443999999999993 0.089200000000000015 -0.23303499999999996 0.21684500000000004 -0.08373499999999999 0.094365000000000018 -1.0000000180025095e-35 -0.091734999999999983 -0.077689999999999995 -0.096114999999999992 0.099565000000000015 -0.14151499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 -1 8 -2 -3 11 -11 -4 15 16 -12 -13 -16 -9
right_child=7 4 12 -5 -6 -7 -8 18 -10 10 13 14 -14 -15 17 -17 -18 -19 -20
leaf_value=0.00090663953708922899 0.00055285072974067828 0.0010899388494821601 0.0004681982402768278 0.00092599673791481259 0.00064639624071535968 0.00050088284213169404 0.00056180128744514213 0.00018318830648149544 0.00019912727754075303 0.0010220908120626695 0.00088450211997615814 0.00085283849619702398 0.00022598762609429951 0.0006360638019720494 0.00089734746564901235 0.00072405872787777647 0.00071170973104106225 0.00080638226062861116 0.00023299403554658449
leaf_weight=72 82 54 73 79 84 95 55 60 52 103 90 131 53 56 938 52 59 103 52
leaf_count=72 82 54 73 79 84 95 55 60 52 103 90 131 53 56 938 52 59 103 52
internal_value=0 0.000817065 0.000616503 0.000720998 0.000868326 0.000647889 0.000757578 0.000320736 0.000415848 0.000880058 0.000872637 0.00088748 0.000366596 0.000772456 0.000876188 0.000825996 0.0008092 0.000888381 0.000206627
internal_weight=0 2097 427 301 1670 222 127 246 134 1586 1532 1334 126 198 1231 142 190 1041 112
internal_count=2343 2097 427 301 1670 222 127 246 134 1586 1532 1334 126 198 1231 142 190 1041 112
is_linear=0
shrinkage=0.0032998


Tree=8728
num_leaves=18
num_cat=0
split_feature=1 1 4 376 2 4 2 49 1 15 15 49 51 43 51 51 2
split_gain=12.8812 1.63741 1.04405 0.785173 0.704713 0.601765 0.524728 0.280658 0.559941 0.238655 0.14747 0.282559 0.174089 0.153852 0.135594 0.0399279 0.0341336
threshold=0.10915500000000002 0.12541500000000003 0.27834500000000006 0.048375000000000008 0.12051500000000002 0.30163500000000004 0.10981000000000002 -0.014169999999999999 0.081315000000000012 -0.42759999999999992 -0.083029999999999979 0.0033550000000000003 -0.0021499999999999996 -0.074204999999999979 -0.11077499999999998 0.0053700000000000006 0.12162000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 7 -3 -2 8 -1 -7 12 14 -9 -13 -12 -14 -8
right_child=1 5 -4 -5 -6 9 16 10 -10 -11 11 13 15 -15 -16 -17 -18
leaf_value=0.0012553237684374454 0.00091312317843842002 0.00053464321340223123 0.00070623990419267299 0.00082235175571659469 0.00086892352496187764 0.00029584972705925101 0.00063628310629138592 0.0014159890819473483 0.00089257894702167949 2.6342482095694937e-06 0.0013785421901197424 0.0011481133363887052 0.0012082010543270952 0.0009226233131328697 0.001211119757101715 0.0013107333806342248 0.00051567028927343439
leaf_weight=98 96 85 53 66 72 73 61 83 90 52 59 92 177 55 1009 69 53
leaf_count=98 96 85 53 66 72 73 61 83 90 52 59 92 177 55 1009 69 53
internal_value=0 0.000526568 0.00116461 0.00117759 0.00119056 0.000320234 0.000732734 0.00120391 0.00108186 0.000174154 0.00121875 0.00120151 0.00128234 0.00106399 0.0012204 0.0012371 0.000580518
internal_weight=0 420 1923 1870 1804 210 210 1732 188 125 1544 1215 329 147 1068 246 114
internal_count=2343 420 1923 1870 1804 210 210 1732 188 125 1544 1215 329 147 1068 246 114
is_linear=0
shrinkage=0.0032998


Tree=8729
num_leaves=17
num_cat=0
split_feature=2 0 2 0 1211 150 2 150 42 403 2 43 2 39 0 2
split_gain=0.191771 0.192928 0.114159 0.0910082 0.0681781 0.0588467 0.151968 0.0860483 0.0714325 0.0998575 0.149909 0.0500033 0.0435265 0.042689 0.0392976 0.0329021
threshold=-0.007134999999999999 0.0037850000000000002 0.13459500000000005 -0.072864999999999985 0.086285000000000014 1.0000000180025095e-35 0.087610000000000007 0.10874500000000002 0.11497500000000001 -0.121015 0.085465000000000013 0.056620000000000011 0.099675000000000014 0.090190000000000006 -0.042364999999999993 0.14925000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 8 -7 12 9 10 -2 -6 -8 14 -11 -5
right_child=2 -3 3 15 11 6 7 -9 -10 13 -12 -13 -14 -15 -16 -17
leaf_value=0.0035740995876286522 -0.0049268375006937702 -0.0088305778969062238 -0.0047996970452890307 0.00037744998066234806 0.012712745625951757 0.0092064107556072295 0.00037084365867361889 0.0048374270603784219 0.010038413344156115 0.0055718273562082648 0.0058318762962615445 0.0055889649056295072 -0.0064522705201418978 0.0010396718579238871 0.0084052532164178659 0.0061154432312523618
leaf_weight=94 65 57 54 52 62 72 53 64 96 1207 84 53 52 54 160 64
leaf_count=94 65 57 54 52 62 72 53 64 96 1207 84 53 52 54 160 64
internal_value=0 -0.00109656 0.0050943 0.00089313 0.00544662 0.00520455 0.00273191 -1.58276e-05 0.00556116 0.00528625 0.00112642 0.00944523 -0.00299111 0.00572116 0.00590478 0.00355873
internal_weight=0 151 2192 170 2022 1907 241 169 1666 1570 149 115 105 1421 1367 116
internal_count=2343 151 2192 170 2022 1907 241 169 1666 1570 149 115 105 1421 1367 116
is_linear=0
shrinkage=0.16829


Tree=8730
num_leaves=17
num_cat=0
split_feature=2 11 40 34 1 43 150 1446 42 51 3 1 2 4 474 2
split_gain=0.163172 0.11468 0.0879893 0.0684854 0.126106 0.104508 0.0966869 0.0766995 0.0742906 0.0655118 0.063882 0.149843 0.0584802 0.0485054 0.0483425 0.0210697
threshold=0.13631000000000001 0.079915000000000014 -1.0000000180025095e-35 -0.028109999999999996 0.12864500000000004 -0.080819999999999989 0.093625000000000014 1.0000000180025095e-35 0.087800000000000003 -0.086894999999999986 -0.080634999999999984 0.088985000000000022 0.097145000000000023 0.14871000000000004 0.086280000000000009 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 7 10 8 9 -5 11 -7 -3 -4 -12 -10
right_child=2 12 13 4 -6 6 -8 -9 15 -11 14 -13 -14 -15 -16 -17
leaf_value=-0.0012057908146774175 -0.0066015209484646805 0.01234510339171942 0.0049126000106672956 -0.00030281011570895851 0.011735973189066787 0.0029230533128164374 -0.0025966722092452014 4.1794737166223029e-05 0.0078947578271446849 0.0060492725729347635 0.0047393669145910184 -0.0058972946012896413 0.0056346703702502849 -0.0021121943891568677 -0.0001851211219072557 0.012721022632425973
leaf_weight=74 58 67 57 52 58 448 84 63 57 365 657 62 85 54 61 52
leaf_count=74 58 67 57 52 58 448 84 63 57 365 657 62 85 54 61 52
internal_value=0 0.00413617 -0.0012836 0.00380121 0.00399127 0.00375403 0.00291513 0.00561962 0.00628428 0.00525286 0.00329362 0.00184725 0.00860438 0.00147895 0.00431849 0.0102137
internal_weight=0 2185 169 2033 1959 1901 1312 589 526 417 1228 510 152 111 718 109
internal_count=2354 2185 169 2033 1959 1901 1312 589 526 417 1228 510 152 111 718 109
is_linear=0
shrinkage=0.16829


Tree=8731
num_leaves=14
num_cat=0
split_feature=12 4 155 0 0 15 15 51 48 13 16 484 16
split_gain=0.138237 0.091404 0.106738 0.101811 0.0856911 0.102852 0.074618 0.106153 0.0725302 0.0924785 0.0740803 0.0612526 0.0603292
threshold=0.13820000000000002 -0.47860499999999995 1.0000000180025095e-35 0.024745000000000003 -0.034179999999999995 -0.40312499999999996 -0.074054999999999996 0.11144500000000002 0.087470000000000006 -0.082894999999999983 -0.08422499999999998 0.088970000000000007 -0.42004999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 12 8 11 9 -7 -10 -8 -3
right_child=-2 3 -4 -5 -6 6 7 -9 10 -11 -12 -13 -14
leaf_value=0.012957833772354106 -0.0052876406126378785 0.0020957490659867747 0.0028715641965641756 -0.0027414447462509942 0.0094184249097774494 0.010023220541594258 0.0026719334995268123 -0.0047893207066059141 -0.00016911213330219588 0.0044184827147323909 0.0053754971126196861 0.0078838926180087622 -0.0057721171554530239
leaf_weight=59 54 54 61 82 63 131 1166 52 127 235 146 68 56
leaf_count=59 54 54 61 82 63 131 1166 52 127 235 146 68 56
internal_value=0 0.00331418 0.00784562 0.00306392 0.00329168 0.00310113 0.00338746 0.00264583 0.00487719 0.00642946 0.00278956 0.0029606 -0.00189338
internal_weight=0 2300 120 2180 2098 2035 1925 1286 639 366 273 1234 110
internal_count=2354 2300 120 2180 2098 2035 1925 1286 639 366 273 1234 110
is_linear=0
shrinkage=0.16829


Tree=8732
num_leaves=17
num_cat=0
split_feature=15 12 14 13 457 13 133 13 42 13 16 16 47 457 1452 12
split_gain=4.06717 1.99303 1.09597 0.932577 0.916088 0.573088 0.683722 0.443178 0.30039 0.192102 0.32757 0.145314 0.140638 0.130444 0.128495 0.127766
threshold=-0.24269999999999997 0.077755000000000005 0.076975000000000002 -0.15010999999999997 0.089030000000000012 -0.00038499999999999998 -1.0000000180025095e-35 -0.0074049999999999993 0.11902500000000001 0.0043500000000000006 -0.013024999999999998 -0.42372999999999994 0.10305500000000002 0.048870000000000004 0.087295000000000011 -0.08947999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 6 -2 11 12 10 -7 -1 13 14 -5 -8
right_child=1 2 -4 8 -6 9 15 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0005414034694968975 0.0010881888103813323 0.00065512396103363437 0.0015713530639655056 0.0011179322575461585 0.00045630926644640103 0.00092959176245370066 0.00077031619986042698 0.0007372162943177779 0.00091031332302680609 0.00086518910767238841 0.0012383924638738196 0.00030270917903133735 0.00097917724761746594 0.00097948238210958404 0.0012868298875535406 0.00056302973519771157
leaf_weight=52 55 54 52 1287 56 74 58 77 90 60 79 62 90 75 54 79
leaf_count=52 55 54 52 1287 56 74 58 77 90 60 79 62 90 75 54 79
internal_value=0 0.00104597 0.00109817 0.00108323 0.00085316 0.000907947 0.000776451 0.000543231 0.0010977 0.00102631 0.00108927 0.000411896 0.00110887 0.00111709 0.00112476 0.000651043
internal_weight=0 2163 1702 1650 461 405 192 191 1596 213 153 114 1506 1416 1341 137
internal_count=2354 2163 1702 1650 461 405 192 191 1596 213 153 114 1506 1416 1341 137
is_linear=0
shrinkage=0.0032998


Tree=8733
num_leaves=25
num_cat=0
split_feature=1 3 3 2 14 3 3 2 1 0 2 3 1 3 1447 1213 0 3 0 0 1 3 3 42
split_gain=3.49676 0.762717 0.378844 0.317303 0.279056 0.230434 0.235549 0.327407 0.146778 0.234434 0.133635 0.130453 0.107427 0.145421 0.107363 0.0964124 0.127381 0.109161 0.0656048 0.0675279 0.0620571 0.0396648 0.0865675 0.0266426
threshold=0.10684 -0.052614999999999995 -0.023394999999999996 0.11500500000000001 0.054835000000000009 0.31840500000000005 0.12991000000000003 0.10672500000000001 0.088735000000000022 -0.14454499999999995 0.097145000000000023 0.08734500000000002 0.086050000000000015 -0.090854999999999977 -0.085539999999999991 -0.076559999999999975 -0.084044999999999995 -0.10237999999999998 -0.030209999999999997 -0.07964499999999998 0.11846000000000002 -0.078254999999999977 -0.081914999999999988 0.090705000000000022
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 -2 10 6 7 -3 11 -10 12 -4 14 -14 -1 16 -16 -17 19 -12 -9 22 -15 -21
right_child=1 5 8 -5 -6 -7 -8 20 9 -11 18 -13 13 21 15 17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.00061811215010173603 0.00067712335426523289 0.00043581021292497021 0.00073696489723822285 0.00037189149657394685 0.00095368697087082951 0.00010720831865598969 0.00050456956406939879 0.00023197708109779844 0.0003608505501878836 0.00064025174946140927 0.0006031448925660507 0.0005336357239271646 0.00051532313758333843 0.00074288685144818594 0.00077412228494985551 0.00091294263972537979 0.00058904739106327528 0.00076302185926567436 0.00056794366597490696 0.00075640812693166329 7.027334054233009e-05 0.00076210608196525579 0.0005832855169458479 0.00066758274566480996
leaf_weight=67 103 76 94 59 55 63 64 52 63 70 89 57 53 89 88 61 80 594 79 100 53 100 69 76
leaf_count=67 103 76 94 59 55 63 64 52 63 70 89 57 53 89 88 61 80 594 79 100 53 100 69 76
internal_value=0 0.000382664 0.000701003 0.000566176 0.000720816 0.000286027 0.000331865 0.000270604 0.000589256 0.000508169 0.000712504 0.000660445 0.000729186 0.000675216 0.000748006 0.000758538 0.000686201 0.000777038 0.000654158 0.000679726 0.000150691 0.000707925 0.000673411 0.000718252
internal_weight=0 470 1884 162 1600 308 245 181 284 133 1545 151 1201 311 890 823 168 655 344 265 105 258 158 176
internal_count=2354 470 1884 162 1600 308 245 181 284 133 1545 151 1201 311 890 823 168 655 344 265 105 258 158 176
is_linear=0
shrinkage=0.0032998


Tree=8734
num_leaves=12
num_cat=0
split_feature=40 4 4 13 150 3 13 160 39 52 155
split_gain=0.126614 0.110073 0.0895604 0.081797 0.0522192 0.0523967 0.119724 0.054197 0.0709653 0.0537071 0.0469275
threshold=-0.084904999999999994 0.51400500000000016 -0.47860499999999995 -0.16392499999999996 -0.084634999999999988 -0.15002999999999997 0.046185000000000004 -0.082384999999999986 0.085835000000000009 0.26959000000000005 0.089630000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 -5 6 -6 9 -9 -7 -2
right_child=1 -3 3 4 5 7 -8 8 -10 -11 -12
leaf_value=-0.0028121053299496003 0.012327976993702828 -0.0025823418202854313 -0.00075728881143926426 -0.0002350343283055941 0.013593774123487048 0.0077581611071242179 0.0026337884887973543 0.0034039658142897291 0.0078640320521084252 0.0034976451237733676 0.0053866897957817409
leaf_weight=78 57 68 96 70 55 214 59 1350 110 141 56
leaf_count=78 57 68 96 70 55 214 59 1350 110 141 56
internal_value=0 0.00407014 0.00427583 0.00402535 0.00425593 0.00441983 0.00793726 0.00419791 0.00374123 0.00607102 0.00890395
internal_weight=0 2276 2208 2095 1999 1929 114 1815 1460 355 113
internal_count=2354 2276 2208 2095 1999 1929 114 1815 1460 355 113
is_linear=0
shrinkage=0.16829


Tree=8735
num_leaves=25
num_cat=0
split_feature=1 3 1 4 12 49 0 1 12 12 3 0 4 150 3 4 0 0 484 2 51 42 16 0
split_gain=4.17039 0.651914 0.581504 0.532719 0.529661 0.343029 0.234747 0.203184 0.255096 0.166088 0.172685 0.203248 0.157807 0.154404 0.238331 0.08565 0.139039 0.0645694 0.0608989 0.0881461 0.0604777 0.0529921 0.0447677 0.0238059
threshold=0.10892500000000001 -0.06340999999999998 0.089625000000000024 0.08734500000000002 0.089175000000000018 -0.065249999999999989 0.10396000000000001 0.11869500000000001 -0.088294999999999985 0.088245000000000004 0.084735000000000019 -0.13010499999999997 0.061375000000000006 0.087380000000000013 -0.0063999999999999986 -0.080164999999999986 -0.076209999999999986 -0.070064999999999975 0.085775000000000004 0.082885000000000014 0.10975000000000001 -0.091559999999999989 -0.088144999999999987 -0.082784999999999984
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 6 -2 13 -3 9 -7 -9 10 11 -1 20 14 -4 -6 23 -10 19 -13 21 -11 -23 -17
right_child=1 5 4 -5 15 7 -8 8 17 12 -12 18 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.00097494599997862818 0.00074465287442592777 1.5732587258721266e-06 0.00041602031244552021 0.00031907901647270943 0.00079414108378658731 0.00046300295524128398 0.00051314547312621757 0.00040796530106837681 0.00021890077591407912 0.0008051581454177469 0.00059040627841397842 0.00067669114959974469 0.00055736201166338461 0.00031401273330333436 0.00067487968749614744 0.00066882700146068941 0.00051442572056317043 6.1734920623552071e-05 0.00068532189568550246 0.00079753965107087863 0.00061370363657250798 0.0007879556449846395 0.00069509002818063815 0.00077358672845750963
leaf_weight=56 63 52 97 66 72 61 56 65 65 84 57 82 82 53 66 57 54 52 96 455 63 75 369 56
leaf_count=56 63 52 97 66 72 61 56 65 65 84 57 82 82 53 66 57 54 52 96 455 63 75 369 56
internal_value=0 0.000331286 0.000692886 0.000527191 0.000589343 0.0002455 0.000724803 0.000297553 0.000241906 0.000733131 0.000767495 0.000782094 0.000694987 0.000470413 0.000521051 0.000696681 0.000654452 0.00014935 0.000764977 0.000779152 0.000714022 0.000725925 0.000710856 0.000721055
internal_weight=0 424 1930 129 455 295 1475 243 182 1419 746 689 673 216 163 239 167 117 633 537 591 528 444 113
internal_count=2354 424 1930 129 455 295 1475 243 182 1419 746 689 673 216 163 239 167 117 633 537 591 528 444 113
is_linear=0
shrinkage=0.0032998


Tree=8736
num_leaves=19
num_cat=0
split_feature=1 123 12 1 2 16 14 13 151 3 12 3 43 15 43 12 43 16
split_gain=6.62253 0.935324 0.905271 0.767704 0.681414 0.44858 0.372484 0.34349 0.318023 0.315229 0.284785 0.236922 0.223169 0.162714 0.152127 0.100048 0.135026 0.0670595
threshold=0.10892500000000001 0.081180000000000016 -0.011819999999999999 0.097070000000000004 0.11067500000000001 -0.14483499999999996 0.062655000000000016 -0.086984999999999993 -0.014594999999999999 -0.077774999999999983 0.11721500000000001 -0.086114999999999983 -0.27945499999999995 -0.04174499999999999 -0.087484999999999993 0.096150000000000013 -0.040789999999999993 0.41331000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 9 -3 8 -6 11 -2 12 14 -10 -13 -4 16 -14 -17
right_child=1 5 6 -5 7 -7 -8 -9 10 -11 -12 13 15 -15 -16 17 -18 -19
leaf_value=0.00087891854265725899 0.00092493303499211377 0.00039595426306908373 0.00081587277462549681 0.00038911378810313317 0.00025022887607350954 -1.6025515930373222e-05 0.0011741032868270338 0.00054445574704461465 0.0007327017488869841 0.00059436817451491029 0.00072202707016557548 0.001042668881377733 0.00092596270200277168 0.00080693314146404796 0.00056221877947824569 0.00086443264100403495 0.0010013753895822251 0.0010004095811639553
leaf_weight=76 53 60 53 65 79 55 66 97 52 80 65 54 466 85 53 195 645 55
leaf_count=76 53 60 53 65 79 55 66 97 52 80 65 54 466 85 53 195 645 55
internal_value=0 0.000453143 0.000908778 0.000653372 0.000547757 0.000198614 0.000928888 0.000412588 0.000919474 0.000726362 0.000937876 0.000808318 0.000947781 0.000898767 0.000689378 0.000955972 0.000969776 0.000894489
internal_weight=0 424 1930 141 309 115 1789 176 1723 133 1478 245 1413 139 106 1361 1111 250
internal_count=2354 424 1930 141 309 115 1789 176 1723 133 1478 245 1413 139 106 1361 1111 250
is_linear=0
shrinkage=0.0032998


Tree=8737
num_leaves=23
num_cat=0
split_feature=42 1 1 1456 2 14 52 4 2 130 159 39 3 3 159 2 4 1 1 2 0 0
split_gain=0.112187 0.0913399 0.0704219 0.125337 0.091541 0.131704 0.123378 0.115833 0.080818 0.0651773 0.059938 0.0559487 0.179919 0.0747693 0.0558936 0.054143 0.0692437 0.0404101 0.0701806 0.0546809 0.0271892 0.0248315
threshold=0.11623000000000001 0.092900000000000024 0.077565000000000009 -0.071109999999999993 0.08647500000000001 -0.10708499999999999 0.0085900000000000021 -0.087344999999999992 0.083885000000000015 -0.066019999999999981 -0.0083249999999999973 0.086425000000000016 -0.015069999999999998 -0.082744999999999985 0.085545000000000024 0.084825000000000025 -0.087344999999999992 0.10508500000000001 0.096190000000000012 0.13712500000000002 -0.084114999999999981 -0.084044999999999995
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 -2 8 -4 7 -6 17 -5 -1 -10 21 12 13 -9 15 -12 -17 18 -7 -19 -16 -11
right_child=1 -3 3 4 5 6 -8 11 9 10 14 -13 -14 -15 20 16 -18 19 -20 -21 -22 -23
leaf_value=0.00016805576652279089 0.0032514564596658234 -0.0050184106989100696 0.010945090448135675 -0.0027029456366826896 0.0089108019265380575 0.003001228009416696 -0.0060271516582126317 0.0078993104246453116 0.011787079638537297 0.01029228700315769 0.0090199727851420341 0.0012336900581791737 0.015505566102479901 0.0028231149407490692 0.0059113474956814125 -0.0018630698916752332 0.004514659665465005 0.0051148401832144651 -0.004329204431489376 -0.0012635270602444329 0.011189977007603449 0.006280959395859171
leaf_weight=74 97 62 63 53 59 81 70 142 52 97 68 72 53 199 59 52 601 138 68 52 56 86
leaf_count=74 97 62 63 53 59 81 70 142 52 97 68 72 53 199 59 52 601 138 68 52 56 86
internal_value=0 1.5429e-05 0.0046561 0.00365571 0.00318861 0.00147628 0.000399424 0.00472921 0.00557193 0.00594363 0.00564367 0.00557835 0.00636774 0.00494222 0.00503444 0.0044796 0.00400403 0.00173174 -0.000332147 0.00335973 0.00849743 0.008417
internal_weight=0 159 2195 1050 987 468 409 519 1145 1071 1019 466 394 341 836 721 653 339 149 190 115 183
internal_count=2354 159 2195 1050 987 468 409 519 1145 1071 1019 466 394 341 836 721 653 339 149 190 115 183
is_linear=0
shrinkage=0.16829


Tree=8738
num_leaves=19
num_cat=0
split_feature=1 3 4 124 159 1 12 0 1 4 3 160 3 50 43 160 43 1447
split_gain=11.0134 2.57069 0.770147 0.676231 0.514306 0.459941 0.321957 0.309524 0.394049 0.261677 0.210153 0.155616 0.158328 0.115121 0.0841027 0.0821981 0.0632955 0.0514984
threshold=0.10538500000000002 -0.06340999999999998 0.24726500000000004 -0.027784999999999997 0.083310000000000009 0.11706000000000001 0.11769500000000001 -0.14910999999999999 0.085265000000000021 -0.078524999999999998 0.045635000000000002 -0.079999999999999988 -0.081324999999999995 0.10861000000000003 0.0077000000000000011 -0.14467499999999997 -0.11227499999999999 -0.051529999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -3 7 8 -5 11 -7 -9 14 16 -13 -15 -11 -18
right_child=1 4 -4 6 -6 10 -8 9 -10 13 -12 12 -14 15 -16 -17 17 -19
leaf_value=0.00059789093418501668 0.00085892715557862615 0.00043420801555311186 0.00041008515484461199 0.0012760189658131405 -2.2634076247942673e-05 7.7872886213464696e-06 0.00067213094000134462 0.00079705180133799152 0.00089403248784590919 0.00077165600283263833 0.00026231767139878545 0.001011884490880385 0.00084231747798170281 0.00085802849158855604 0.00086832037682355923 0.00069029040593990363 0.00097403822217395847 0.00087907541023721019
leaf_weight=83 100 97 72 57 100 69 64 65 63 59 73 419 91 67 54 68 77 676
leaf_count=83 100 97 72 57 100 69 64 65 63 59 73 419 91 67 54 68 77 676
internal_value=0 0.000342595 0.000671245 0.000890212 0.000175742 0.000258892 0.000903978 0.000912706 0.00107577 0.000900267 0.000138885 0.000952995 0.000970905 0.000865208 0.000995569 0.000773799 0.000880362 0.000888833
internal_weight=0 511 172 1843 339 239 1760 1696 120 1576 142 629 564 947 473 135 812 753
internal_count=2354 511 172 1843 339 239 1760 1696 120 1576 142 629 564 947 473 135 812 753
is_linear=0
shrinkage=0.0032998


Tree=8739
num_leaves=12
num_cat=0
split_feature=1375 42 2 376 0 151 160 15 15 16 15
split_gain=0.0843934 0.0902315 0.0890941 0.0778967 0.0677066 0.0763341 0.0641001 0.0688779 0.059382 0.0562311 0.0553249
threshold=-0.097394999999999982 0.11457500000000002 0.10394500000000002 0.086445000000000008 -0.18901999999999997 0.084990000000000024 -0.53327999999999987 -0.41971499999999995 0.091435000000000002 -0.14839499999999997 -0.14820999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 9 6 -6 -8 -3 -2 -9
right_child=1 2 -4 -5 5 -7 7 10 -10 -11 -12
leaf_value=-0.0024332562357323485 0.0050434974351097842 0.0076546474990395828 -0.0042147327647518839 -0.0014186576926522284 -0.00087143705947361285 0.010024632615860027 0.00010797382635029097 0.0089131011398901634 -0.00017385128285749094 0.012948956636865506 0.0045816806006895782
leaf_weight=53 52 53 66 58 63 71 94 89 56 52 1647
leaf_count=53 52 53 66 58 63 71 94 89 56 52 1647
internal_value=0 0.00433768 0.000652544 0.00464017 0.00481097 0.00458752 0.00438264 0.0045645 0.00361618 0.0090135 0.00480478
internal_weight=0 2301 175 2126 2068 1964 1893 1830 109 104 1736
internal_count=2354 2301 175 2126 2068 1964 1893 1830 109 104 1736
is_linear=0
shrinkage=0.16829


Tree=8740
num_leaves=28
num_cat=0
split_feature=2 12 2 2 9 160 12 2 12 52 2 16 15 42 16 42 403 155 151 52 49 160 12 12 15 52 160
split_gain=3.94187 1.66033 0.477721 0.420208 0.463399 0.408974 0.396217 0.301617 0.163296 0.155042 0.155641 0.153152 0.119369 0.0985818 0.0966667 0.0888061 0.112633 0.0850331 0.0791705 0.084672 0.0646793 0.0509634 0.049025 0.044474 0.0398233 0.0373895 0.0350635
threshold=0.13775000000000001 0.054520000000000006 0.16730000000000003 0.10613000000000002 -1.0000000180025095e-35 0.08431000000000001 0.086700000000000013 0.083715000000000026 0.099815000000000015 0.024560000000000002 0.086100000000000024 -0.098324999999999982 -0.075694999999999985 1.0000000180025095e-35 0.0086100000000000013 0.087075000000000014 -0.00363 0.097835000000000019 -0.077959999999999988 -0.014149999999999998 0.08610000000000001 -0.021249999999999995 0.084710000000000021 0.093105000000000007 -0.012299999999999997 -0.017224999999999997 0.022560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 9 7 22 14 10 -6 -10 -5 24 18 16 -9 21 -8 -20 25 -16 -3 -21 -13 -18 -23
right_child=2 6 -4 12 5 -7 8 15 11 -11 -12 13 -14 -15 17 -17 20 -19 19 23 -22 26 -24 -25 -26 -27 -28
leaf_value=0.00031436344037907594 0.00024815568674613333 0.0010272972116959819 -0.00014884747438712135 0.00030245642444345005 0.0007768843567610333 0.00040191260266835856 0.00060965541614766599 0.00089695759213523991 0.00045750721178880867 0.00086321932497954482 0.00056262382449678698 0.00064760775898252561 0.00047531888305238899 0.00056294552701513251 0.00052579040586634145 0.00064507183733388191 0.00076558506557288311 0.00075709490314454053 0.0008675350764491671 0.00071194481718544176 0.0008383534901517405 0.00070032301693637741 0.00087798114443470758 0.00078419472987310964 0.00075655374259087603 0.00066090047384403201 0.00058230138355371474
leaf_weight=61 90 56 52 103 65 64 56 72 53 52 91 79 78 86 53 68 77 66 57 409 62 75 52 137 84 91 52
leaf_count=61 90 56 52 103 65 64 56 72 53 52 91 79 78 86 53 68 77 66 57 409 62 75 52 137 84 91 52
internal_value=0 0.000670083 0.000102526 0.000505684 0.000575445 0.000633867 0.000720211 0.000801069 0.00068816 0.000705068 0.000652125 0.000620789 0.000377144 0.000655403 0.000710603 0.000755829 0.000780651 0.000653434 0.000731891 0.000743184 0.000744089 0.000615229 0.000955731 0.000730138 0.000703968 0.000709091 0.000652277
internal_weight=0 2199 142 514 333 272 1685 478 1207 208 156 302 181 249 905 370 302 246 659 603 230 180 108 546 163 168 127
internal_count=2341 2199 142 514 333 272 1685 478 1207 208 156 302 181 249 905 370 302 246 659 603 230 180 108 546 163 168 127
is_linear=0
shrinkage=0.0032998


Tree=8741
num_leaves=27
num_cat=0
split_feature=4 12 4 0 42 124 12 49 11 0 4 15 15 43 43 1213 49 12 49 42 4 1213 42 4 0 12
split_gain=5.79205 1.95218 0.475218 0.54288 0.507296 0.642858 0.301953 0.267357 0.229837 0.229129 0.199217 0.270335 0.144141 0.126659 0.112008 0.0856661 0.0838428 0.0615587 0.0575206 0.0511982 0.109836 0.0452704 0.0419435 0.0255742 0.0149296 0.0351593
threshold=0.30163500000000004 0.054520000000000006 -0.17689999999999997 -0.061994999999999995 -0.0043149999999999994 -0.0076699999999999989 0.096150000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10803999999999998 -0.045299999999999993 -0.050699999999999995 -0.42759999999999992 -0.038674999999999994 -0.0040649999999999983 -0.009329999999999998 0.076585000000000014 0.084055000000000005 -0.008624999999999999 -0.0043149999999999994 -0.080344999999999986 0.041405000000000004 0.083385000000000015 0.42098500000000005 -0.054419999999999989 0.10411000000000002
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 2 -1 4 -4 -6 8 -7 13 23 24 16 -11 15 21 -3 -12 -17 -19 -16 -21 22 -15 -2 25 -8
right_child=9 6 3 -5 5 7 10 -9 -10 12 11 -13 -14 14 19 17 -18 18 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.00085057069112660639 0.00048953109065873667 0.0007553611448466108 0.00093870412579879776 0.00028730185244476225 0.00027880108612972972 0.00055584742433884612 0.0008770812637224197 0.00082992166569188905 0.0010863497871995691 0.00032611397836517354 0.00073926965124605499 0.00055947840844283031 0.00011549617326772712 0.00097771142962076955 0.00096918683953410188 0.00098788679906162383 0.00089200767223559152 0.0008063692928678872 0.00089894324570624976 0.00074902387178999287 0.00093476046189085843 0.00093928629088973418 0.0010949222175739846 0.00038202307511557527 0.00085257517503604854 0.00099420411317315341
leaf_weight=98 53 56 53 55 58 83 85 75 93 81 76 58 64 70 93 74 92 99 426 58 98 80 86 54 70 53
leaf_count=98 53 56 53 55 58 83 85 75 93 81 76 58 64 70 93 74 92 99 426 58 98 80 86 54 70 53
internal_value=0 0.000849212 0.000648424 0.000587172 0.000648353 0.000576946 0.00090002 0.000686169 0.0009266 0.000319393 0.000824424 0.000755617 0.000233395 0.000913537 0.000954859 0.000882885 0.000823122 0.000894749 0.000881554 0.000904638 0.00086593 0.0010077 0.00104255 0.000435604 0.000899017 0.000922319
internal_weight=0 2089 422 324 269 216 1667 158 1233 252 434 226 145 1140 485 655 168 599 525 249 156 236 156 107 208 138
internal_count=2341 2089 422 324 269 216 1667 158 1233 252 434 226 145 1140 485 655 168 599 525 249 156 236 156 107 208 138
is_linear=0
shrinkage=0.0032998


Tree=8742
num_leaves=21
num_cat=0
split_feature=2 4 43 2 2 484 159 401 3 13 376 52 13 43 13 43 43 3 3 0
split_gain=0.258194 0.111694 0.083557 0.134415 0.156236 0.0953961 0.16352 0.0791001 0.0772299 0.0753762 0.0726699 0.0721467 0.0713667 0.0596184 0.0431023 0.071279 0.0299581 0.0286626 0.0220203 0.0195012
threshold=0.16730000000000003 0.24099500000000004 -0.033174999999999989 0.083715000000000026 0.064660000000000009 -0.081554999999999989 -0.023859999999999996 0.080190000000000011 -0.12077499999999998 -0.15010999999999997 0.080200000000000007 0.047850000000000011 -0.091914999999999983 -0.078059999999999977 -0.00051499999999999994 -0.23269999999999999 -0.085349999999999995 -0.075849999999999987 0.011825000000000002 -0.082294999999999993
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 2 7 4 17 -5 -7 8 -1 -8 14 13 -11 -3 16 -16 -10 19 -15 -4
right_child=-2 11 3 5 -6 6 9 -9 10 12 -12 -13 -14 18 15 -17 -18 -19 -20 -21
leaf_value=0.010595302579914619 -0.0070703434789786274 -0.004708718485754714 0.006623015810774748 -0.0012093855422883745 0.017296492822216094 0.01419051300878138 -0.00043283370421125196 -0.0013263065548190206 0.0070634741212999962 0.011339296657650214 -0.0010673536939963763 0.0064402012429008431 0.0050784434906242801 0.0038026161876612073 0.0063481274133314778 -0.0010040791068243054 0.0045690265840201277 0.0041454978868042617 -8.8727560593345039e-05 0.011254069902185351
leaf_weight=59 52 52 55 57 62 62 62 66 195 58 66 71 511 81 65 87 489 55 82 54
leaf_count=59 52 52 55 57 62 62 62 66 195 58 66 71 511 81 65 87 489 55 82 54
internal_value=0 0.00490841 0.00535307 0.00647168 0.0100786 0.00538241 0.00592718 0.00428826 0.00467573 0.00511241 0.00428654 0.0017879 0.00571979 0.000243208 0.00471137 0.00212814 0.00528279 0.00733891 0.00183399 0.00893378
internal_weight=0 2289 2003 976 226 750 693 1027 961 631 902 286 569 215 836 152 684 164 163 109
internal_count=2341 2289 2003 976 226 750 693 1027 961 631 902 286 569 215 836 152 684 164 163 109
is_linear=0
shrinkage=0.16829


Tree=8743
num_leaves=20
num_cat=0
split_feature=1 52 123 2 2 123 2 49 49 1 0 0 2 159 1 482 160 475 2
split_gain=7.89704 1.10573 0.938415 0.654154 0.532996 0.357962 0.242662 0.231628 0.216706 0.247379 0.239037 0.110971 0.107989 0.103942 0.0913359 0.0641082 0.0568966 0.0558497 0.0495084
threshold=0.10732500000000002 -0.24526499999999998 1.0000000180025095e-35 0.14234000000000005 0.094835000000000017 0.080635000000000012 1.0000000180025095e-35 -0.046739999999999997 -0.020999999999999994 0.083835000000000007 -0.14989499999999997 -0.061204999999999989 0.11626500000000002 0.030370000000000005 0.097555000000000017 0.089745000000000005 -0.063044999999999976 -0.085444999999999979 0.11756000000000001
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 5 8 6 -3 -6 9 -1 -10 15 13 14 16 17 -9 -12 -8
right_child=1 3 -4 -5 7 -7 18 12 10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0010232067560905741 0.00092943327567051454 0.00070729921571224396 0.00062669309143773173 0.00019572295571398097 0.00069543034482849142 0.00032249532314674049 0.00040201782986259142 0.00097964634299853065 0.0012408820657162818 0.00071735870466913085 0.0011397169753238671 0.00088299188755124069 0.00082301204698551338 0.0010918347116061118 0.0010413379748496622 0.00092041131761176501 0.00086395390787528069 0.0010360395535662398 0.0005439681299452691
leaf_weight=68 54 91 81 101 55 84 54 72 63 52 68 57 95 52 65 54 175 940 60
leaf_count=68 54 91 81 101 55 84 54 72 63 52 68 57 95 52 65 54 175 940 60
internal_value=0 0.000486339 0.000975388 0.000424897 0.000990921 0.000504867 0.000579423 0.000900389 0.00102663 0.000890966 0.00104038 0.00102906 0.000924871 0.000951359 0.000927833 0.00103686 0.000897821 0.00104307 0.000477038
internal_weight=0 444 1897 390 1816 289 205 514 1302 120 1182 1119 459 364 312 1062 247 1008 114
internal_count=2341 444 1897 390 1816 289 205 514 1302 120 1182 1119 459 364 312 1062 247 1008 114
is_linear=0
shrinkage=0.0032998


Tree=8744
num_leaves=24
num_cat=0
split_feature=1 3 2 2 2 2 1 15 2 11 2 1 16 2 15 1212 2 3 16 1 403 16 15
split_gain=14.0395 2.24102 1.3198 0.977365 0.79484 0.514582 0.494179 0.86554 0.304118 0.286069 0.220914 0.158722 0.106397 0.094319 0.106418 0.0705165 0.0782852 0.0678355 0.0639172 0.0222381 0.0666199 0.0172171 0.0370462
threshold=0.10732500000000002 -0.052614999999999995 0.094835000000000017 -1.0000000180025095e-35 0.14234000000000005 0.11444000000000001 0.088595000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.11266500000000002 0.086920000000000011 -0.088734999999999994 0.11366500000000002 -0.050699999999999995 0.091580000000000009 0.092155000000000015 -0.085969999999999977 -0.012324999999999997 0.092485000000000026 -0.043349999999999993 -0.0083249999999999973 -0.06784999999999998
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 3 -1 8 -2 13 -8 -3 11 -10 15 -13 17 -15 16 18 -4 -5 20 -14 22 -19
right_child=1 4 6 9 -6 -7 7 -9 10 -11 -12 12 19 14 -16 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=0.00086055976264169535 0.0010648163348310866 0.00032333560263002635 0.0012854481653829923 0.001313170690374786 0.00013527912763456094 0.00065821863921742662 0.00068127273840549031 0.0011676190308533617 0.00077327821990459081 0.0015358640660727539 0.00050625554433746697 0.0010920079410370667 0.001324800329695601 0.0011722397085400518 0.00096300742496774566 0.0012122274236543295 0.0012292933051891374 0.0010682217886837434 0.0013820317859674274 0.001301327007108707 0.0011678606998648481 0.0012018909620810034 0.0011906059200995284
leaf_weight=57 91 63 68 512 82 55 76 85 52 57 101 57 52 59 54 75 94 64 247 97 90 88 65
leaf_count=57 91 63 68 512 82 55 76 85 52 57 101 57 52 59 54 75 94 64 247 97 90 88 65
internal_value=0 0.000576761 0.00122876 0.00128517 0.000412453 0.000911887 0.00109368 0.000938258 0.000517513 0.00130404 0.000597239 0.00129321 0.00122492 0.00115647 0.00107256 0.00131496 0.00132395 0.00118961 0.00133563 0.00125647 0.00122558 0.00115941 0.00113016
internal_weight=0 444 1897 1338 298 146 559 161 216 1281 153 1224 296 398 113 928 853 285 759 239 142 217 129
internal_count=2341 444 1897 1338 298 146 559 161 216 1281 153 1224 296 398 113 928 853 285 759 239 142 217 129
is_linear=0
shrinkage=0.0032998


Tree=8745
num_leaves=28
num_cat=0
split_feature=1 43 151 52 159 16 16 43 16 16 15 3 133 0 3 150 1 43 156 43 3 3 13 43 16 15 0
split_gain=0.306106 0.119492 0.0951698 0.100763 0.117234 0.187179 0.0840398 0.0949894 0.124484 0.20353 0.0750348 0.061529 0.0717165 0.0829745 0.0555989 0.0479671 0.0948421 0.133594 0.0833202 0.0536201 0.0693002 0.0541244 0.042277 0.0406121 0.0294234 0.0236913 0.0160828
threshold=0.10455000000000002 1.0000000180025095e-35 -0.083294999999999994 -0.40011499999999994 0.10402500000000002 -0.0043999999999999994 -0.50942999999999994 -0.038674999999999994 -0.015379999999999998 0.0060650000000000009 -0.11764999999999999 0.081640000000000004 -0.083804999999999977 -0.087344999999999992 -0.079519999999999993 0.083205000000000015 0.077565000000000009 -0.081639999999999976 0.087205000000000019 -0.073404999999999984 -0.07798999999999999 -0.089964999999999976 -0.082804999999999976 -0.011764999999999998 -0.014034999999999997 0.086195000000000008 -0.077429999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 10 -1 15 11 -10 -5 12 22 -14 -11 16 19 24 -17 20 21 -8 -9 -15 -18 -24 -21
right_child=1 -3 3 4 -6 -7 7 8 9 14 -12 -13 13 23 -16 18 17 -19 -20 26 -22 -23 25 -25 -26 -27 -28
leaf_value=0.00010322290666716568 0.0068911108452170125 0.0085645126353851731 0.0065633643730811644 -0.0035677955812587142 0.0052301658635105063 -0.010161570173946982 0.0085649736235849008 0.0018729149725015409 0.017255347996517078 0.011526175089565832 0.0030912356394485179 0.0015517132901416975 0.014838793371400391 0.011092269522465283 0.0045850137008577891 0.013236761209123924 0.00047095151094770423 0.006442949452466055 0.0041952966078549671 0.00069242410093167878 0.011808663911775723 0.0045394193065430482 0.0046293089239057275 0.0064238791807645478 -0.0051617707179892241 0.0090514387977048555 0.0048280800429824512
leaf_weight=57 63 65 54 92 63 72 151 83 96 53 100 60 55 73 89 58 52 93 59 57 69 263 77 208 52 66 52
leaf_count=57 63 65 54 92 63 72 151 83 96 53 100 60 55 73 89 58 52 93 59 57 69 263 77 208 52 66 52
internal_value=0 0.0018224 0.000831333 -0.000165962 -0.00128272 -0.00284374 0.00649543 0.00670073 0.00797219 0.0112566 -9.01929e-05 0.00671258 0.00726036 0.00882628 0.00718838 0.00549184 0.0050149 0.00180341 0.00869275 0.00608056 0.00684383 0.00601202 0.00492432 0.00764306 -0.00232813 0.00668286 0.00268188
internal_weight=0 509 444 381 327 264 1823 1766 860 238 192 622 562 336 142 906 789 197 117 592 483 414 226 281 104 143 109
internal_count=2332 509 444 381 327 264 1823 1766 860 238 192 622 562 336 142 906 789 197 117 592 483 414 226 281 104 143 109
is_linear=0
shrinkage=0.16829


Tree=8746
num_leaves=26
num_cat=0
split_feature=1 4 12 1 49 13 49 13 12 13 1 43 48 481 16 131 159 43 484 13 133 133 0 1 16
split_gain=9.63276 1.35773 0.868941 0.695802 0.682065 0.365158 0.362212 0.292904 0.263824 0.308638 0.163074 0.134035 0.125797 0.12399 0.0985462 0.0975805 0.0937343 0.0870173 0.0822274 0.0751451 0.0661534 0.16255 0.06255 0.0493439 0.036598
threshold=0.10335000000000001 0.27287000000000006 0.085090000000000013 0.089710000000000026 -0.0019649999999999997 -0.061199999999999991 0.12497000000000001 -0.0013449999999999996 0.092550000000000007 -0.10278499999999999 0.11654500000000001 -0.040789999999999993 0.088580000000000006 -0.0085049999999999987 -0.055679999999999993 0.088315000000000018 0.087410000000000015 -0.076834999999999987 -0.081554999999999989 0.066460000000000019 0.092845000000000011 -0.038089999999999992 -0.082064999999999985 0.12158500000000001 -0.061784999999999993
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 7 6 -5 22 8 10 9 -1 -2 15 13 18 -13 -6 -15 -4 -11 20 21 -10 -3 -7 -22
right_child=1 5 17 4 11 23 -8 -9 19 12 -12 14 -14 16 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0014383745366815023 0.00064780439149281709 0.00024786357531945377 0.00087687988590148813 0.00075044964996256048 0.00090004292027604535 0.00064492686322808644 0.00090138283540906728 0.00081644605878887749 0.0011416864486742883 0.0012036409427958002 0.00038740729673451645 0.0010835395989483706 0.0010704325504757271 0.0012051383048736707 0.001266720397793248 0.0011023453014274175 0.0010835774645484735 0.0010530531801540442 0.0013754412303332146 0.0012065992574372272 0.0010843751157442094 0.00092704462259652839 0.00040342245322666026 0.00050511742415423509 0.0012062746235451734
leaf_weight=63 55 63 55 85 53 64 52 57 80 58 52 79 83 679 61 58 84 81 79 72 71 80 54 55 59
leaf_count=63 55 63 55 85 53 64 52 57 80 58 52 79 83 679 61 58 84 81 79 72 71 80 54 55 59
internal_value=0 0.000639135 0.000786595 0.00114338 0.00100725 0.000451537 0.00117468 0.000624282 0.00118475 0.00121168 0.000521586 0.00109408 0.00119712 0.00120876 0.00116361 0.00100607 0.0011918 0.000982066 0.00130297 0.00110684 0.00108195 0.00103459 0.000319961 0.000580605 0.00113997
internal_weight=0 536 300 1796 336 236 1460 164 1408 1046 107 251 983 900 140 111 763 136 137 362 290 160 117 119 130
internal_count=2332 536 300 1796 336 236 1460 164 1408 1046 107 251 983 900 140 111 763 136 137 362 290 160 117 119 130
is_linear=0
shrinkage=0.0032998


Tree=8747
num_leaves=20
num_cat=0
split_feature=15 15 482 2 151 456 15 12 2 52 50 12 52 132 3 3 12 403 2
split_gain=0.151265 0.120866 0.0916471 0.105512 0.0856238 0.0904815 0.0787094 0.268532 0.0783021 0.0686312 0.066939 0.0580668 0.0546731 0.0444426 0.0446404 0.0851652 0.0740561 0.0496568 0.0306941
threshold=0.03981500000000001 0.083885000000000015 0.097035000000000024 -0.14400499999999997 0.009020000000000002 0.088910000000000017 -0.2987999999999999 -0.077034999999999978 0.11252000000000002 0.14114500000000005 0.10352000000000001 0.087215000000000015 -0.0092149999999999992 -0.014954999999999998 -0.080634999999999984 -0.09132499999999999 0.092495000000000008 -1.0000000180025095e-35 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 12 10 -8 -11 -3 -14 15 -15 -17 -16 -19
right_child=1 8 -4 4 -6 -7 9 -9 -10 11 -12 -13 13 14 17 16 -18 18 -20
leaf_value=-0.0031625490015976892 0.013801150433734454 0.011221649380751941 0.01045957016265611 -0.0079168111809171035 -0.00071887175047516242 -0.00096712205821868882 0.0056217788596287423 0.0086519536453805914 0.00085188252670208677 -0.0023748268858249056 0.011612247882432602 0.004588899989074597 0.0097912354552637092 0.0088936486695476852 0.011441659378320415 0.0045893634379597448 -0.0023898156136276123 0.003310693049047444 0.0085457650261226824
leaf_weight=56 70 78 65 53 90 76 853 58 65 53 57 93 99 102 73 207 54 66 64
leaf_count=56 70 78 65 53 90 76 853 58 65 53 57 93 99 102 73 207 54 66 64
internal_value=0 0.00706996 0.00426628 0.00397516 0.00427637 0.0046395 0.00500617 0.000724556 0.00648459 0.00545452 0.00599898 0.00204867 0.00697494 0.00647413 0.00589075 0.00476061 0.00313851 0.0079028 0.00590178
internal_weight=0 878 1454 1389 1333 1243 1167 111 808 1056 910 146 743 665 566 363 261 203 130
internal_count=2332 878 1454 1389 1333 1243 1167 111 808 1056 910 146 743 665 566 363 261 203 130
is_linear=0
shrinkage=0.16829


Tree=8748
num_leaves=17
num_cat=0
split_feature=4 52 49 34 43 481 159 48 131 1210 123 48 3 155 4 4
split_gain=0.141341 0.113513 0.0921737 0.070925 0.0607211 0.123269 0.0827918 0.0891326 0.0768425 0.0574137 0.0559398 0.0537438 0.0687879 0.0517 0.0499929 0.0430041
threshold=0.27161500000000005 0.044705000000000002 0.14774000000000004 -0.0011599999999999998 -0.077274999999999996 -0.085474999999999982 0.087395000000000014 0.092265000000000014 0.09055500000000001 -0.079004999999999978 0.086730000000000015 0.10911000000000001 0.10323000000000002 0.081515000000000018 0.50609000000000004 -0.0096349999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 6 -6 7 8 13 -7 14 12 -11 -5 -2 -8
right_child=1 -3 -4 4 5 9 15 -9 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.011134784854442673 -0.0050788446608821683 0.0070578173731156877 -0.0017477494156423426 0.0054016762844620262 0.01354580340152802 0.0094738018798096145 -0.0039183623032217367 -0.0010469851549057892 0.00056158491703600709 0.0050641346367693071 0.0036647491683521978 0.010203373461510052 -0.00024275940331694071 0.011065472135683136 0.0011243652042613815 0.0027040009798812532
leaf_weight=54 96 63 57 424 54 87 54 73 87 936 52 53 74 52 59 57
leaf_count=54 96 63 57 424 54 87 54 73 87 936 52 53 74 52 59 57
internal_value=0 0.000799165 0.00490207 0.00509201 0.00492384 0.00566622 0.00372487 0.00446531 0.00518324 0.00529466 -0.00109696 0.00495094 0.00467353 0.00602418 -0.00270603 -0.000501504
internal_weight=0 270 2062 2005 1951 1204 747 636 563 1150 207 1063 1010 476 155 111
internal_count=2332 270 2062 2005 1951 1204 747 636 563 1150 207 1063 1010 476 155 111
is_linear=0
shrinkage=0.16829


Tree=8749
num_leaves=21
num_cat=0
split_feature=4 2 12 4 0 4 0 12 15 4 0 402 4 475 15 1429 157 4 160 4
split_gain=16.4048 5.65656 3.28084 0.937699 0.836679 0.818209 0.585831 0.461368 0.441825 0.314603 0.275216 0.200737 0.170016 0.130249 0.202369 0.126266 0.10534 0.0917907 0.0669763 0.0384877
threshold=0.30163500000000004 0.13775000000000001 -0.011819999999999999 -0.071519999999999986 -0.11208499999999998 0.016695000000000005 -0.17785499999999996 0.091800000000000007 -0.41880499999999993 -0.0058549999999999991 -0.10023499999999998 0.088920000000000013 0.061375000000000006 -0.0048199999999999988 0.03981500000000001 0.084895000000000012 -0.062424999999999994 0.0082450000000000006 -0.069009999999999988 -0.081289999999999987
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 2 9 10 5 -5 -2 15 18 -1 -4 13 16 -12 -15 17 -9 -6 -8 -13
right_child=6 -3 3 4 7 -7 8 12 -10 -11 11 19 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.00053790654194107556 0.00044758628630621017 0.00025407452539052635 0.0014699152377554924 0.00060234394676901191 0.0012039448416971369 0.0010825996493608841 0.00028107870419340864 0.0009394325619855085 -0.00015110901529544061 0.00081904898002365301 0.0013404918436302647 0.0014033377901585839 0.00088418787486864469 0.0010253138944365772 0.0012075370019880701 0.0013546005301288231 0.0011031764350055691 0.0010701528711998846 0.00012626653659469683 0.0012720803985672268
leaf_weight=85 67 87 54 71 331 86 57 55 58 91 67 70 63 80 495 54 267 74 68 52
leaf_count=85 67 87 54 71 331 86 57 55 58 91 67 70 63 80 495 54 267 74 68 52
internal_value=0 0.00107824 0.00111416 0.00115581 0.0010878 0.000865638 0.000183467 0.00112908 8.65753e-05 0.00068347 0.001239 0.00122263 0.00104413 0.00119882 0.00118225 0.00120025 0.00107532 0.00117959 0.000197143 0.00134768
internal_weight=0 2082 1995 1819 1001 157 250 844 183 176 818 764 385 642 575 459 322 405 125 122
internal_count=2332 2082 1995 1819 1001 157 250 844 183 176 818 764 385 642 575 459 322 405 125 122
is_linear=0
shrinkage=0.0032998


Tree=8750
num_leaves=21
num_cat=0
split_feature=3 3 4 43 148 4 0 3 47 160 150 4 12 131 3 4 43 13 0 0
split_gain=0.308496 0.153521 0.0740889 0.132981 0.0669594 0.0734495 0.173302 0.155615 0.0876481 0.0888977 0.0607011 0.0573057 0.0554601 0.0604965 0.0592905 0.0550351 0.0412839 0.0390206 0.0183329 0.030286
threshold=0.31534000000000006 -0.046329999999999989 -0.15333499999999997 -0.027294999999999996 -1.0000000180025095e-35 -0.42305999999999994 -0.07385499999999999 -0.012769999999999998 0.091210000000000013 0.051820000000000005 -0.047864999999999991 0.053255000000000004 0.10862500000000001 1.0000000180025095e-35 -0.081854999999999997 0.0047850000000000011 -0.082219999999999988 -0.084934999999999997 -0.10147999999999999 -0.068214999999999984
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 2 3 -1 -3 -6 8 -8 9 15 -4 12 13 17 -15 -7 -13 -12 -18 -20
right_child=-2 4 10 -5 5 6 7 -9 -10 -11 11 16 -14 14 -16 -17 18 -19 19 -21
leaf_value=-0.0053620256816340828 -0.0063671224504930355 -0.0038935078958903112 0.010980067963936775 0.0056762922162625134 0.0078177367283644283 -0.0038973395024688353 0.0029187807465332364 -0.0093485764145604614 0.0098601286986018666 0.006763606021903389 0.0062962547800370239 -0.00033610102123300407 0.0094562653884562482 0.010022049979199123 0.0044607567437979761 0.002492041177857928 0.0067563662993673336 0.0039947463073802276 0.00044384746299891518 0.0057595557642412141
leaf_weight=52 79 52 54 76 63 61 53 65 55 87 315 77 102 138 92 102 59 647 62 61
leaf_count=52 79 52 54 76 63 61 53 65 55 87 315 77 102 138 92 102 59 647 62 61
internal_value=0 0.0043218 0.00509254 0.00117794 0.00183286 0.00244926 0.00164545 -0.00382344 0.00376717 0.00241954 0.00540323 0.00520816 0.00566699 0.00534123 0.00780534 8.99012e-05 0.00290886 0.00475023 0.00429159 0.0030947
internal_weight=0 2273 1735 128 538 486 423 118 305 250 1607 1553 1294 1192 230 163 259 962 182 123
internal_count=2352 2273 1735 128 538 486 423 118 305 250 1607 1553 1294 1192 230 163 259 962 182 123
is_linear=0
shrinkage=0.16829


Tree=8751
num_leaves=23
num_cat=0
split_feature=3 3 2 156 16 2 2 4 52 2 4 52 12 3 15 15 2 402 481 4 16 12
split_gain=0.213527 0.106172 0.115977 0.0872565 0.0762034 0.0848855 0.115665 0.0512682 0.103099 0.0493071 0.0559325 0.0772505 0.0479639 0.0487598 0.0465588 0.0437615 0.0415456 0.0383766 0.0569442 0.0275475 0.0637179 0.0182684
threshold=0.31534000000000006 -0.046329999999999989 0.13290500000000002 0.091335000000000013 -0.053214999999999991 0.074875000000000011 0.098215000000000011 -0.15333499999999997 -0.11756999999999999 0.12901000000000004 0.053255000000000004 -0.034054999999999995 -0.08731499999999999 0.0065900000000000012 0.092400000000000024 -0.087734999999999994 0.10083000000000002 0.10999000000000002 -0.081334999999999977 -0.074934999999999988 -0.040964999999999994 0.091735000000000025
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 7 3 4 12 -6 -7 8 -1 10 14 -12 -3 -14 17 -15 21 18 -9 -16 -21 -13
right_child=-2 2 -4 -5 5 6 -8 9 -10 -11 11 16 13 15 19 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0056177522702186393 -0.0052956009321319135 -0.00033598118818555742 -0.0043788348757862012 0.0088556364215577419 -0.0062852658000583364 0.0064894628786885478 -0.0035830819382066028 0.010287975042098935 -0.0039334715064046387 0.0092548229101485253 -0.0036740809958543405 0.0075946393768235899 0.0095739642886217488 1.5384689672404615e-05 0.00044315159402361814 0.0067983633891936963 -0.00017268087357895297 0.0010287310611676698 0.0051408273178568126 0.0072949809993586778 0.0006738604239635512 0.0033713787729039201
leaf_weight=66 79 57 80 55 56 66 63 66 62 60 54 56 52 57 97 52 56 59 928 84 82 65
leaf_count=66 79 57 80 55 56 66 63 66 62 60 54 56 52 57 97 52 56 59 928 84 82 65
internal_value=0 0.00359568 0.00152497 0.00256013 0.00169648 -0.000807592 0.00155639 0.00423674 0.000977342 0.00449524 0.00430948 0.00188127 0.00382974 0.00531572 0.00473434 0.00326778 0.00358627 0.00523645 0.0054844 0.00271716 0.00403513 0.00534079
internal_weight=0 2273 538 458 403 185 129 1735 128 1607 1547 231 218 161 1316 109 177 1053 994 263 166 121
internal_count=2352 2273 538 458 403 185 129 1735 128 1607 1547 231 218 161 1316 109 177 1053 994 263 166 121
is_linear=0
shrinkage=0.16829


Tree=8752
num_leaves=10
num_cat=0
split_feature=31 1348 14 474 1446 160 12 43 43
split_gain=0.118336 0.0838561 0.0774926 0.057141 0.0940514 0.0481894 0.0544 0.0457741 0.0358387
threshold=-0.018414999999999997 0.084895000000000012 -0.31455999999999995 0.10451000000000001 0.10428500000000002 -0.51927999999999985 0.085495000000000015 0.0066850000000000008 0.066010000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -8
right_child=1 -3 3 -5 -6 6 8 -9 -10
leaf_value=-0.0046239079439906582 -0.0024816038224932391 -0.0034811836874630055 0.0076858971136898645 0.0078217769119493796 -0.0036200733472568328 0.0024413701483693429 0.0034476157723711703 -0.0020077959967278527 0.0060037732416853519
leaf_weight=60 68 56 69 76 57 682 1026 72 186
leaf_count=60 68 56 69 76 57 682 1026 72 186
internal_value=0 0.00293593 0.00309745 0.00327327 0.00310716 0.00329648 0.00314151 0.00201413 0.00384138
internal_weight=0 2292 2236 2168 2092 2035 1966 754 1212
internal_count=2352 2292 2236 2168 2092 2035 1966 754 1212
is_linear=0
shrinkage=0.16829


Tree=8753
num_leaves=21
num_cat=0
split_feature=2 2 2 2 14 43 150 133 2 47 49 159 42 130 133 11 159 2 43 2
split_gain=4.61477 1.6374 0.795433 0.686758 0.459998 0.363777 0.308974 0.179346 0.172089 0.196885 0.195653 0.0945383 0.137882 0.078732 0.0847775 0.102502 0.0757659 0.0812201 0.0577258 0.00162449
threshold=0.12611000000000003 -1.0000000180025095e-35 0.10472500000000001 0.15630500000000003 0.062655000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.022390000000000004 0.091250000000000012 0.11227500000000001 -0.012404999999999998 0.065430000000000016 0.065960000000000019 0.086880000000000013 0.08955500000000001 0.080150000000000013 0.018290000000000004 0.10097500000000002 -0.15429499999999996 0.11177500000000001
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 5 4 7 8 -1 13 -2 9 11 -10 18 -13 14 15 19 17 -12 -3 -4
right_child=3 2 6 -5 -6 -7 -8 -9 10 -11 16 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00030962656060126709 0.00034471780657375801 0.0007823950650604546 0.00058123423019530913 3.3517910521675267e-05 0.0011334055091932467 0.00064682746554772363 0.00045270106667625161 0.00058236554080473612 0.00059688948833860357 0.00066518307280276909 0.00075828625660298858 0.00090065268166895712 0.0006855867472842582 0.00083907840674361247 0.00081494515791397896 0.00077747177385968972 0.00091735637255700969 0.00090092135195068957 0.00089066361236769451 0.00062550164615123374
leaf_weight=81 104 63 52 71 62 62 56 53 55 54 227 64 71 54 53 59 64 58 913 76
leaf_count=81 104 63 52 71 62 62 56 53 55 54 227 64 71 54 53 59 64 58 913 76
internal_value=0 0.000797631 0.000822269 0.000303361 0.000852984 0.000456072 0.000679037 0.000425167 0.000841881 0.000862529 0.000782252 0.000872089 0.000787805 0.000722029 0.000695546 0.000661517 0.000811363 0.000787437 0.000883711 0.000607793
internal_weight=0 2124 1981 228 1631 143 350 157 1569 1165 404 1111 135 294 240 187 349 285 976 128
internal_count=2352 2124 1981 228 1631 143 350 157 1569 1165 404 1111 135 294 240 187 349 285 976 128
is_linear=0
shrinkage=0.0032998


Tree=8754
num_leaves=14
num_cat=0
split_feature=3 1453 3 156 52 43 49 0 151 475 13 43 1209
split_gain=0.149525 0.0683871 0.0812866 0.0806585 0.0598732 0.109157 0.055561 0.0513867 0.047713 0.0516557 0.0484099 0.0432202 0.0511062
threshold=0.31534000000000006 -0.077764999999999987 -0.008649999999999998 0.08956500000000002 0.0085900000000000021 -0.053524999999999996 -1.0000000180025095e-35 -0.11471499999999998 0.084350000000000008 -0.088274999999999978 -0.13033499999999998 -0.46848499999999998 -0.033554999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 -4 -7 -8 9 -3 -11 -12 -13
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 11 12 -14
leaf_value=0.0081559071476864486 -0.0043284297602605775 -0.0012846013407471087 -0.0060985439126040909 0.006067508801709383 -0.0053696966087920725 -0.00061066822174703683 0.0089014456982749145 0.0013724345531098618 0.0083456952680249618 -0.0013732652164722772 -0.00085574814905910201 -0.00066644652493509833 0.0039621461571208169
leaf_weight=74 79 68 53 64 58 86 52 52 54 57 59 70 1526
leaf_count=74 79 68 53 64 58 86 52 52 54 57 59 70 1526
internal_value=0 0.00311019 0.00293957 0.000639954 -0.000508109 0.000644876 0.00253539 0.00515422 0.00339626 0.0032451 0.00342607 0.00359245 0.00375801
internal_weight=0 2273 2199 365 301 243 190 104 1834 1780 1712 1655 1596
internal_count=2352 2273 2199 365 301 243 190 104 1834 1780 1712 1655 1596
is_linear=0
shrinkage=0.16829


Tree=8755
num_leaves=23
num_cat=0
split_feature=1 11 130 52 12 1455 15 106 13 1209 12 43 1212 43 157 12 13 52 52 42 16 16
split_gain=0.12616 0.0811115 0.0849652 0.0783348 0.106575 0.0892426 0.0854002 0.0683391 0.0902986 0.0582485 0.0603456 0.0479837 0.0476606 0.0392578 0.0510734 0.0388652 0.0543543 0.043356 0.0508464 0.0384346 0.0347781 0.0320895
threshold=0.083250000000000005 0.090920000000000015 -0.077029999999999987 0.092505000000000018 0.083325000000000024 0.078065000000000009 -0.061559999999999997 0.016890000000000006 -0.10664 0.085415000000000005 0.084555000000000005 0.062770000000000006 0.087210000000000024 -0.11741999999999998 -0.07928499999999998 0.086315000000000017 -0.08205999999999998 0.40391000000000005 0.10963000000000002 -0.034284999999999989 0.0063750000000000013 -0.23071499999999998
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 -2 4 6 9 -1 8 21 10 -6 19 15 -12 -15 -5 -17 18 -18 -10 -21 -4
right_child=1 -3 7 12 5 -7 -8 -9 11 -11 13 -13 -14 14 -16 16 17 -19 -20 20 -22 -23
leaf_value=0.0039117044215220467 -0.0053231239569718645 0.0075068942549890456 0.00026591550732470685 -0.0024187019470415364 1.6922595378607433e-05 0.0097578150226620905 0.012618082176613985 0.0075324130028480646 0.0058482578265167907 -0.00058167951257030194 0.0082293053131238074 -0.0029700013568244618 0.00667786277492248 0.0088317297732511645 0.0035189620074591275 0.0058510551893602601 -0.00093683540465372233 -0.0034238989519684909 0.0062046432009438485 0.0010726490657330401 0.0038047226858824198 -0.0049851444911722213
leaf_weight=53 53 62 56 67 89 73 83 52 78 84 80 52 52 59 423 77 61 55 52 453 188 78
leaf_count=53 53 62 56 67 89 73 83 52 78 84 80 52 52 59 423 77 61 55 52 453 188 78
internal_value=0 0.00159287 0.00122805 0.00405919 0.00486918 0.00413155 0.00923837 0.00159274 0.00124947 0.00357031 0.00410881 0.00195165 0.0019536 0.00475361 0.00417301 0.00116047 0.00214659 0.000438017 0.00233361 0.00231009 0.00187675 -0.00277726
internal_weight=0 1072 1010 1308 944 808 136 957 905 735 651 771 364 562 482 312 245 168 113 719 641 134
internal_count=2380 1072 1010 1308 944 808 136 957 905 735 651 771 364 562 482 312 245 168 113 719 641 134
is_linear=0
shrinkage=0.16829


Tree=8756
num_leaves=30
num_cat=0
split_feature=1 2 1 3 15 13 39 2 49 15 159 159 2 1 43 1 3 49 157 130 13 160 3 159 43 2 2 42 43
split_gain=6.42477 1.07543 0.541043 0.507579 0.382226 0.295893 0.257905 0.222593 0.246804 0.214818 0.17918 0.230664 0.175283 0.169906 0.114211 0.108492 0.105365 0.0935675 0.0861952 0.105791 0.0812652 0.0811804 0.0621092 0.0414504 0.03409 0.0318389 0.0296102 0.0275327 0.0228695
threshold=0.109225 0.12708000000000003 0.090475000000000014 -0.036004999999999988 0.022565000000000005 -0.093039999999999984 0.088655000000000012 0.093565000000000023 -0.0019649999999999997 -0.080074999999999993 0.082585000000000006 0.088255000000000014 0.091205000000000008 0.096515000000000004 -0.049914999999999994 0.11771500000000001 -0.072579999999999992 0.092470000000000011 -0.083944999999999978 0.081715000000000024 0.055020000000000006 0.093500000000000014 -0.097829999999999986 0.10545500000000001 -0.017259999999999998 0.08598500000000002 0.093595000000000025 0.093565000000000023 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 15 7 -3 -7 9 -9 -4 12 -12 17 -6 -5 -2 20 18 -1 22 26 23 -20 -13 -18 -21 -14 -28 -26
right_child=1 5 4 14 13 6 -8 8 -10 -11 11 21 16 -15 -16 -17 24 -19 19 25 -22 -23 -24 -25 28 -27 27 -29 -30
leaf_value=0.0009231364818663376 0.00071842180648599952 -9.4477506649557347e-05 0.00076848441193883986 0.0001982754550652293 0.00069425489419313463 0.00036061969610498795 3.1164634380434395e-05 0.00029873964978547609 0.00058550905377757962 0.00049990242610491056 0.0010557961104073448 0.00067773506104705527 0.00071027855639811926 0.00093531141276994017 0.00038525756569832224 0.0005014212947816605 0.00070711124378588445 0.00065447900613974758 0.00066122835251146341 0.00082056051569932517 0.00063588394435228502 0.00090768899517557891 0.00078411196251599756 0.0008150625672391495 0.00055357088440355395 0.00094128312595983925 0.00082691904765633229 0.00073104389946561702 0.00065849323329133884
leaf_weight=62 52 60 88 61 86 52 52 52 91 53 54 52 65 53 89 52 67 53 53 52 59 57 557 55 53 61 131 55 53
leaf_count=62 52 60 88 61 86 52 52 52 91 53 54 52 65 53 89 52 67 53 53 52 59 57 557 55 53 61 131 55 53
internal_value=0 0.000298229 0.000748956 0.000432757 0.00064395 8.96594e-05 0.000196231 0.000574095 0.000481476 0.000667778 0.000777794 0.00086664 0.000763106 0.000786422 0.000309453 0.00061026 0.000712311 0.00079234 0.000801603 0.000791132 0.000749435 0.000804143 0.000773493 0.000748653 0.000645586 0.000886041 0.000775986 0.000798758 0.000606364
internal_weight=0 418 1962 254 423 164 104 284 143 141 1539 218 1321 139 150 104 483 838 785 723 310 164 610 107 173 113 251 186 106
internal_count=2380 418 1962 254 423 164 104 284 143 141 1539 218 1321 139 150 104 483 838 785 723 310 164 610 107 173 113 251 186 106
is_linear=0
shrinkage=0.0032998


Tree=8757
num_leaves=24
num_cat=0
split_feature=1 2 1 4 12 47 0 0 12 148 4 124 0 158 2 12 13 13 13 0 403 12 0
split_gain=0.10579 0.10564 0.0852992 0.0878347 0.0794997 0.0778606 0.064139 0.0623618 0.163828 0.0535179 0.0782761 0.0999001 0.104486 0.0518203 0.0763915 0.0398876 0.0590452 0.0341415 0.0508841 0.033685 0.030536 0.0565515 0.0419658
threshold=0.12337000000000002 -0.023999999999999997 0.080270000000000022 0.064645000000000022 0.092395000000000019 0.098995000000000014 -0.097074999999999981 -0.08176499999999999 0.084795000000000023 -1.0000000180025095e-35 -0.17689999999999997 -0.085059999999999983 -0.07385499999999999 0.07968500000000002 0.083815000000000014 -0.081314999999999985 -0.068549999999999986 0.094590000000000021 -0.050754999999999995 -0.086224999999999982 -0.0096849999999999974 0.092295000000000002 -0.052619999999999993
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=1 -1 3 7 9 17 -5 13 -9 -4 -11 -12 -13 14 -3 -2 -17 18 -6 -16 21 -10 -22
right_child=15 2 4 6 5 -7 -8 8 20 10 11 12 -14 -15 19 16 -18 -19 -20 -21 22 -23 -24
leaf_value=0.010182591302006981 0.0026313118914038599 -0.0039599160984445944 -0.0043853957140474577 0.0049974499191207259 0.004721635888342764 -0.0013832436411890965 0.012665266843701688 0.013902863125120507 0.0016750219365908204 0.0071118121906809635 0.0074577547474028441 0.00063849200100705159 -0.0074229197844408682 0.0069287036132864143 0.0037695620312670017 -0.0063184214249989183 0.00055142763309111117 0.0024628721166805117 0.011563314614268525 0.0010889926269432065 0.0038833248810466684 0.0085611679585675046 -0.0011953672577426013
leaf_weight=62 75 56 53 77 79 52 53 52 56 57 52 365 52 66 296 58 90 57 52 245 230 88 57
leaf_count=62 75 56 53 77 79 52 53 52 56 57 52 365 52 66 296 58 90 57 52 245 230 88 57
internal_value=0 0.00332369 0.00311985 0.0039813 0.00177553 0.00435231 0.00813738 0.00350827 0.00496637 0.000704332 0.00122059 0.00050077 -0.00036246 0.00244333 0.00194445 -0.000519724 -0.00212867 0.00594829 0.00745113 0.00255895 0.00388401 0.0058957 0.0028684
internal_weight=0 2157 2095 1276 819 240 130 1146 483 579 526 469 417 663 597 223 148 188 131 541 431 144 287
internal_count=2380 2157 2095 1276 819 240 130 1146 483 579 526 469 417 663 597 223 148 188 131 541 431 144 287
is_linear=0
shrinkage=0.16829


Tree=8758
num_leaves=16
num_cat=0
split_feature=4 159 4 11 150 3 158 3 3 49 4 159 49 49 13
split_gain=0.0689351 0.0888334 0.093614 0.0711619 0.0526626 0.0528821 0.0541443 0.044141 0.109495 0.0890007 0.0861247 0.0536436 0.0438805 0.0431758 0.0156996
threshold=0.27161500000000005 0.10634 0.5137400000000002 0.08976000000000002 0.102565 -0.15002999999999997 -0.044724999999999994 -0.015259999999999998 -0.046329999999999989 -0.07020499999999999 0.018150000000000003 0.083310000000000009 -0.061834999999999994 -1.0000000180025095e-35 -0.038394999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 5 -1 -7 8 11 -9 -11 -8 -6 -2 -15
right_child=1 -3 -4 -5 12 6 7 9 -10 10 -12 -13 -14 14 -16
leaf_value=-0.00087948523276240207 -0.0041330036104305044 -0.0060823490108341373 0.0076463065129149131 0.0088976131712528404 0.0023686487003812453 -0.0013376831529171153 0.0027716325051639597 0.0097830273974340992 -0.0039031715695470176 0.0012458059674724847 0.0082665403701914011 0.0060702604588315778 -0.0044378762711218362 0.0034495843249074658 -0.00053031103994373712
leaf_weight=102 59 55 53 53 54 76 1220 83 65 166 71 159 53 57 54
leaf_count=102 59 55 53 53 54 76 1220 83 65 166 71 159 53 57 54
internal_value=0 -1.84628e-05 0.00146906 0.00279499 0.00263626 0.00283677 0.00304375 0.00323354 0.00283439 0.0050291 0.00335664 0.00315327 -0.000986017 -0.000446222 0.00149723
internal_weight=0 278 223 2102 2049 1942 1840 1764 1444 320 237 1379 107 170 111
internal_count=2380 278 223 2102 2049 1942 1840 1764 1444 320 237 1379 107 170 111
is_linear=0
shrinkage=0.16829


Tree=8759
num_leaves=17
num_cat=0
split_feature=1 1 1 14 47 150 4 147 1420 1456 4 4 4 159 4 4
split_gain=5.50075 0.603249 0.480693 0.337448 0.314465 0.258204 0.355143 0.187458 0.103676 0.0921 0.164053 0.120442 0.0824594 0.0817575 0.0593495 0.0467809
threshold=0.10915500000000002 0.12419000000000001 0.10141500000000002 0.062655000000000016 0.085505000000000012 0.085825000000000012 0.41488500000000006 0.087210000000000024 -0.078304999999999986 -0.12206499999999998 0.0063250000000000008 -0.11205499999999999 -0.14538499999999996 0.08457000000000002 0.016695000000000005 0.51400500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 15 6 -2 8 -1 -10 11 -11 -4 -12 -14 -3
right_child=1 4 12 -5 -6 -7 -8 -9 9 10 13 -13 14 -15 -16 -17
leaf_value=0.00098546908446519102 0.00073913288374136718 0.0002583948212343093 0.00076605864849205738 0.001067625561471431 0.00050278588319391119 0.00033815441203172397 0.00040689649297573767 0.00063411817055242074 0.00096162374673911303 0.00073784306177460265 0.00071955913714572993 0.0008535928549201617 0.00052265861453565582 0.000865059400821306 0.0006782102766794008 0.00014077218287979445
leaf_weight=53 91 103 52 70 56 52 58 52 62 112 204 1184 55 57 59 60
leaf_count=53 91 103 52 70 56 52 58 52 62 112 204 1184 55 57 59 60
internal_value=0 0.000409139 0.000825458 0.000841246 0.000288984 0.000539879 0.000610042 0.000832034 0.000838168 0.000833325 0.000828193 0.000843617 0.000654615 0.00075147 0.000603472 0.000215314
internal_weight=0 420 1960 1794 219 201 149 1724 1672 1619 1557 1296 166 261 114 163
internal_count=2380 420 1960 1794 219 201 149 1724 1672 1619 1557 1296 166 261 114 163
is_linear=0
shrinkage=0.0032998


Tree=8760
num_leaves=10
num_cat=0
split_feature=47 12 3 474 3 51 3 128 39
split_gain=0.0772393 0.119139 0.0799296 0.0746207 0.0543517 0.0492881 0.0492771 0.0507431 0.0183619
threshold=0.12865500000000005 -0.095574999999999979 0.12745000000000004 0.10970500000000001 0.10323000000000002 -0.24416999999999997 -0.24154499999999998 0.10773500000000001 0.091400000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 -7 -8 -1
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0050721702781184831 -0.0034780765490773436 0.0069340764772802526 0.0078829145516521627 -0.0034422339507018756 -0.0018345903726818959 -0.0016267126670975506 0.003221571883497538 -0.0020415470425944257 -0.00055647585398602996
leaf_weight=52 58 91 91 53 65 65 1798 53 52
leaf_count=52 58 91 91 53 65 65 1798 53 52
internal_value=0 0.00272639 0.00298805 0.00277759 0.00293755 0.003093 0.00290963 0.0030699 -0.0028316
internal_weight=0 2320 2216 2125 2072 2007 1916 1851 104
internal_count=2378 2320 2216 2125 2072 2007 1916 1851 104
is_linear=0
shrinkage=0.16829


Tree=8761
num_leaves=14
num_cat=0
split_feature=14 11 1453 0 15 16 376 483 0 15 483 3 482
split_gain=0.087386 0.086231 0.0727324 0.0670414 0.100128 0.0725997 0.0568675 0.0404773 0.0643974 0.0725444 0.0512187 0.0216394 0.0211743
threshold=0.076175000000000007 0.093970000000000012 -0.066944999999999991 -0.030209999999999997 -0.032704999999999991 0.15050500000000003 1.0000000180025095e-35 0.086010000000000017 -0.23070499999999997 0.11736500000000001 0.092815000000000022 -0.06340999999999998 0.098465000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 8 -4 -10 -9 -7 -12
right_child=-2 -3 3 4 5 11 -8 10 9 -11 12 -13 -14
leaf_value=-0.0029800037638856077 0.0080503197064327511 -0.0044911607058263072 -0.0027992061605626333 -0.0056496177697555761 -0.0033327906430911125 0.0066565617092803828 -0.0016605478522055148 0.0095440228667962815 0.0025130806703752089 0.0080673383060655933 0.0049427825661766834 0.0020147913804771092 0.00067514849844858729
leaf_weight=76 69 57 61 71 52 55 83 54 1521 70 95 62 52
leaf_count=76 69 57 61 71 52 55 83 54 1521 70 95 62 52
internal_value=0 0.00196306 0.00212722 0.00230642 -0.000340014 0.00188002 0.00263542 0.00282882 0.00255227 0.00275858 0.00509275 0.00421218 0.00344537
internal_weight=0 2309 2252 2176 240 169 1936 1853 1652 1591 201 117 147
internal_count=2378 2309 2252 2176 240 169 1936 1853 1652 1591 201 117 147
is_linear=0
shrinkage=0.16829


Tree=8762
num_leaves=21
num_cat=0
split_feature=1 15 12 0 475 1 12 11 0 0 12 12 1 15 12 0 12 0 15 0
split_gain=5.50093 0.591272 0.388675 0.299659 0.228782 0.21892 0.174773 0.195199 0.252106 0.170512 0.150761 0.14098 0.1111 0.0703511 0.0600662 0.041874 0.0330822 0.0281072 0.0234643 0.0396952
threshold=0.10538500000000002 -0.092059999999999989 -0.088684999999999986 -0.096594999999999986 -0.095964999999999981 0.12450500000000002 0.095330000000000012 1.0000000180025095e-35 -0.10075499999999998 -0.030209999999999997 0.087545000000000026 0.083425000000000013 0.087840000000000015 -0.42443999999999993 0.11930500000000001 -0.12608499999999997 0.097240000000000007 -0.11796999999999999 -0.032264999999999995 -0.070449999999999999
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 5 -1 -3 -4 15 7 8 12 11 -5 -10 17 -7 16 -2 -8 -6 -18 -20
right_child=1 3 4 10 6 13 14 -9 9 -11 -12 -13 -14 -15 -16 -17 18 -19 19 -21
leaf_value=0.00058189610303319009 0.0003346130217145588 0.00037709680423273764 0.0010197446621669616 0.00049974691274420012 0.00081943735031909568 0.00027643449181371745 0.00069900146973265673 0.00098970239564206324 0.00097688676305405652 0.00068101767606067209 0.00070549164859965829 0.00083481656639222354 0.00058714151342145662 0.00012029878993040571 0.00063987148785247193 0.00046649531288785417 0.00074154900404894172 0.00070390746076631956 0.00086841142904227732 0.00074417913728111733
leaf_weight=81 52 93 60 72 56 70 76 78 86 75 89 972 64 59 55 60 98 52 75 55
leaf_count=81 52 93 60 72 56 70 76 78 86 75 89 972 64 59 55 60 98 52 75 55
internal_value=0 0.000415938 0.000807022 0.000527209 0.000817121 0.00029852 0.000810122 0.000827192 0.000817452 0.000835482 0.0006137 0.000846398 0.000698484 0.000205297 0.000744263 0.000405579 0.000763034 0.000764138 0.000784224 0.000816123
internal_weight=0 495 1883 254 1802 241 1742 1383 1305 1133 161 1058 172 129 359 112 304 108 228 130
internal_count=2378 495 1883 254 1802 241 1742 1383 1305 1133 161 1058 172 129 359 112 304 108 228 130
is_linear=0
shrinkage=0.0032998


Tree=8763
num_leaves=27
num_cat=0
split_feature=1 9 2 12 12 42 51 1 157 42 13 47 51 52 52 159 52 51 12 13 12 130 49 133 132 1
split_gain=5.53329 0.710913 0.672829 0.619152 0.227057 0.226232 0.216845 0.227986 0.186775 0.17479 0.162949 0.159177 0.142842 0.127448 0.0995195 0.0963654 0.0993468 0.112259 0.0845862 0.0934633 0.0718189 0.0690416 0.0606969 0.0719044 0.0617399 0.000454031
threshold=0.10396500000000002 -1.0000000180025095e-35 0.10925000000000001 0.054520000000000006 0.089885000000000007 -0.043469999999999995 -0.091614999999999988 0.09518500000000002 -0.078064999999999982 0.098870000000000013 -0.10278499999999999 0.085770000000000027 -0.055564999999999996 -1.0000000180025095e-35 -0.0093349999999999978 0.037030000000000007 0.11614000000000001 0.0033150000000000007 0.11930500000000001 0.089520000000000016 1.0000000180025095e-35 0.081715000000000024 0.079765000000000016 0.093615000000000018 -0.014134999999999998 0.12180500000000001
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=3 -2 11 5 10 -1 -7 14 -6 12 -5 20 -4 -14 -8 16 17 21 19 22 -3 -12 24 -24 -10 -15
right_child=1 2 9 4 8 6 7 -9 18 -11 15 -13 13 25 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.00084137072089411993 4.3476997997973157e-05 0.00042886677695001997 0.00022668674744235994 0.0010206724949221144 0.00057591336399005538 0.00077493370868693141 0.00051681501806706792 0.0003714955291463576 0.00090442696033866997 0.00016086582422906957 0.00080518485764684972 0.00070459155879566996 0.00054942352903405869 0.00037134062702748842 0.00071403658438201655 0.00093385730558986945 0.00070923919399135777 0.00097817236211516405 0.00065039180261310819 0.00089737607794933879 0.00059769683179112989 0.00091509521824013559 0.00061386517672865418 0.00078872217274455331 0.00077917497062632551 0.00033757899967982373
leaf_weight=52 55 60 54 57 53 58 53 59 53 52 476 79 58 52 64 99 81 57 52 85 55 78 53 56 374 53
leaf_count=52 55 60 54 57 53 58 53 59 53 52 476 79 58 52 64 99 81 57 52 85 55 78 53 56 374 53
internal_value=0 0.000398871 0.000441012 0.000784653 0.000810402 0.000642819 0.000598545 0.000540217 0.000767054 0.000333885 0.000847472 0.000589374 0.000375183 0.000424162 0.000624998 0.000834946 0.000820745 0.000835469 0.000782055 0.000793023 0.000509918 0.000820723 0.000776409 0.000704023 0.000794804 0.000354635
internal_weight=0 518 463 1860 1574 286 234 176 726 269 848 194 217 163 117 791 692 611 673 621 115 554 536 109 427 105
internal_count=2378 518 463 1860 1574 286 234 176 726 269 848 194 217 163 117 791 692 611 673 621 115 554 536 109 427 105
is_linear=0
shrinkage=0.0032998


Tree=8764
num_leaves=12
num_cat=0
split_feature=14 14 41 1453 124 2 2 13 1 1373 1455
split_gain=0.0831192 0.062259 0.0661814 0.0558338 0.0529191 0.10621 0.0709888 0.0490023 0.129071 0.0476335 0.0391304
threshold=-0.31058999999999998 0.076175000000000007 0.077300000000000021 -0.066944999999999991 -0.051674999999999992 -1.0000000180025095e-35 0.10672500000000001 -0.10278499999999999 0.088485000000000022 1.0000000180025095e-35 0.068185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -6 10 -9
right_child=1 -3 -4 4 7 6 -8 9 -10 -11 -12
leaf_value=-0.0027318344026430476 -0.0014015705672512414 0.0080555899050837199 -0.0016029373840390196 -0.0056744126340270576 0.013187463576175297 0.0078075521128347786 -0.00079673657965676219 0.0029113529769739343 0.0024346334539562318 0.0083074963511727482 0.0063111047601352339
leaf_weight=72 75 69 88 55 52 53 55 1622 82 52 103
leaf_count=72 75 69 88 55 52 53 55 1622 82 52 103
internal_value=0 0.00306192 0.00290708 0.0030926 0.00325599 0.000333091 0.0034091 0.00350436 0.00662078 0.00326834 0.00311539
internal_weight=0 2306 2237 2149 2074 163 108 1911 134 1777 1725
internal_count=2378 2306 2237 2149 2074 163 108 1911 134 1777 1725
is_linear=0
shrinkage=0.16829


Tree=8765
num_leaves=22
num_cat=0
split_feature=1 150 124 1 2 52 15 1 457 52 2 41 1447 15 1429 15 15 50 15 52 51
split_gain=4.15365 0.463934 0.452768 0.441642 0.253531 0.222935 0.193025 0.208708 0.464504 0.166397 0.16499 0.21822 0.150325 0.146105 0.107909 0.0843546 0.14049 0.0664724 0.0575141 0.042906 0.0427663
threshold=0.10915500000000002 0.082965000000000025 -1.0000000180025095e-35 0.12419000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.15614499999999998 0.088340000000000016 0.062030000000000009 -0.40011499999999994 0.097070000000000004 1.0000000180025095e-35 -0.086059999999999984 -0.26826999999999995 0.084770000000000012 0.086195000000000008 -0.043644999999999996 0.091660000000000005 -0.045404999999999994 0.05118000000000001 -0.21463999999999997
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=2 3 -1 4 -2 -5 -4 10 9 -9 11 12 -8 -7 -14 16 -11 -17 20 -20 -12
right_child=1 -3 6 5 -6 13 7 8 -10 15 18 -13 14 -15 -16 17 -18 -19 19 -21 -22
leaf_value=0.00049503546870732014 0.00069049897416390189 0.00015347605625526679 0.00087970979656892324 0.00046881145445258908 0.00041533989672041925 0.00012440910475149927 0.00089216562385749723 0.00083651033497685371 0.0003603146939421773 0.00069791265558058176 0.00079853280872411374 0.0009593807481732932 0.00074515954025894957 0.00035130047719081055 0.00060150218299997603 0.0007746360572318912 0.00048926365399042549 0.0006385425633351257 0.00054880954978872598 0.00066746940577416911 0.00067630727688023783
leaf_weight=99 72 96 86 63 76 69 74 74 52 77 52 57 835 57 64 90 68 78 57 100 103
leaf_count=99 72 96 86 63 76 69 74 74 52 77 52 57 835 57 64 90 68 78 57 100 103
internal_value=0 0.000356432 0.000713624 0.000414143 0.000549439 0.00030801 0.000725196 0.000717715 0.000654549 0.000693993 0.000738352 0.000758752 0.000746963 0.00022733 0.000734972 0.000660187 0.000600306 0.00071166 0.000670891 0.000624613 0.000717539
internal_weight=0 433 1966 337 148 189 1867 1781 439 387 1342 1030 973 126 899 313 145 168 312 157 155
internal_count=2399 433 1966 337 148 189 1867 1781 439 387 1342 1030 973 126 899 313 145 168 312 157 155
is_linear=0
shrinkage=0.0032998


Tree=8766
num_leaves=26
num_cat=0
split_feature=1 3 2 150 1 1 3 150 0 2 12 1 0 0 15 159 0 15 130 3 48 52 1 52 12
split_gain=3.37414 0.534175 0.340741 0.278199 0.274408 0.268842 0.250493 0.23918 0.18955 0.157375 0.148364 0.169594 0.115011 0.106118 0.0961577 0.0951119 0.122439 0.156782 0.0864953 0.084935 0.0527305 0.0454424 0.0438249 0.0327657 0.0264276
threshold=0.10915500000000002 -0.049204999999999992 0.099675000000000014 0.085395000000000013 0.12180500000000001 0.088785000000000017 -0.14443999999999999 1.0000000180025095e-35 -0.068214999999999984 0.10981000000000002 -1.0000000180025095e-35 0.077300000000000021 -0.054759999999999996 -0.079119999999999982 -0.065599999999999978 -0.021179999999999997 -0.10023499999999998 0.091475000000000015 0.0016050000000000003 0.12566000000000002 0.086950000000000013 0.086400000000000018 0.090485000000000024 0.085235000000000019 0.093225000000000016
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=2 4 5 9 -2 6 -1 10 15 -3 -4 14 13 18 -12 -7 -17 22 20 -11 -8 -16 -18 -20 -15
right_child=1 3 7 -5 -6 8 12 -9 -10 19 11 -13 -14 24 21 16 17 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=0.0008624826822230166 0.00060168953519391195 0.00041344323052678445 0.00041491618591212921 5.9150907462935661e-05 0.00030638035947050727 0.00073593881609249154 0.00066749239009468626 0.00034773991677937666 0.00039194295699873617 0.00012872659050315233 0.00064332831791729956 0.00072050528077802494 0.00081035115407704773 0.0005084587087957307 0.00042599195627728389 0.00043706993108786458 0.00060664117353895013 0.00048131772204683789 0.00068908912168628284 0.00029516449915244339 0.00058212201332891839 0.00055251222582701465 0.00073533871258045979 0.00078881735232307136 0.00061038880476414997
leaf_weight=78 82 75 52 77 60 54 648 56 53 59 86 101 60 53 57 53 53 63 78 80 98 79 79 87 78
leaf_count=78 82 75 52 77 60 54 648 56 53 59 86 101 60 53 57 53 53 63 78 80 98 79 79 87 78
internal_value=0 0.000311012 0.000632962 0.000229816 0.000477159 0.000656101 0.00068022 0.00055047 0.000575835 0.000291059 0.00058065 0.000607223 0.000667287 0.000659015 0.000555526 0.00060799 0.000579989 0.000618652 0.00067186 0.000224772 0.000656325 0.000499744 0.000683932 0.000741887 0.000569419
internal_weight=0 433 1966 291 142 1535 1180 431 355 214 375 323 1102 1042 222 302 248 195 911 139 746 136 132 165 131
internal_count=2399 433 1966 291 142 1535 1180 431 355 214 375 323 1102 1042 222 302 248 195 911 139 746 136 132 165 131
is_linear=0
shrinkage=0.0032998


Tree=8767
num_leaves=25
num_cat=0
split_feature=2 2 2 9 2 12 14 42 42 12 16 42 16 49 133 133 2 16 11 52 16 52 403 12
split_gain=3.33387 1.1511 0.64409 0.359018 0.355369 0.291242 0.274712 0.121257 0.204524 0.245075 0.236425 0.199499 0.118066 0.113463 0.103222 0.0852045 0.0767883 0.0732721 0.067141 0.0592302 0.0452031 0.0397743 0.0283313 0.017946
threshold=0.12051500000000002 -0.0091949999999999983 0.099675000000000014 1.0000000180025095e-35 0.14106500000000002 0.087245000000000003 0.062655000000000016 -0.014374999999999997 0.083120000000000013 0.092495000000000008 -0.0024749999999999993 -1.0000000180025095e-35 0.081265000000000018 0.047620000000000003 0.092470000000000011 -0.10298999999999998 0.16730000000000003 -0.081634999999999985 0.085630000000000026 0.085020000000000012 -0.069604999999999986 -0.069924999999999987 -0.082969999999999988 0.09112000000000002
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 3 6 -1 17 13 7 15 10 12 11 -9 -10 21 18 -3 -6 -2 -7 23 -11 -4 -21 -17
right_child=4 2 5 -5 16 14 -8 8 9 20 -12 -13 -14 -15 -16 19 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.00017332436918786223 0.0003178771799174389 0.00067859852904995259 0.00048623414867766235 0.0005217382881466399 0.00024489183608888965 0.00074830418415011842 0.00093874956165806327 0.0007018401880325945 0.00073741474559944193 0.00068463925087900248 0.00076965969771576452 0.00046927919717591754 0.00087975923845773894 0.00060885218789706391 0.00054367881148734707 0.00078492183272051348 9.279770770946243e-05 0.00048028646759049168 0.00059963150924229448 0.00090488817558676687 0.00058339760954162826 0.000366755423839096 0.00079669998262404528 0.00070990177328428175
leaf_weight=56 52 101 62 77 86 110 63 62 555 88 76 120 75 52 67 100 64 79 52 61 129 68 65 79
leaf_count=56 52 101 62 77 86 110 63 62 555 88 76 120 75 52 67 100 64 79 52 61 129 68 65 79
internal_value=0 0.000673071 0.000693005 0.000375303 0.000290312 0.000576261 0.000723466 0.000714467 0.000696187 0.000721204 0.000613923 0.000548697 0.000754416 0.000477015 0.000654984 0.000764132 0.000180233 0.000416088 0.0007008 0.00079234 0.000624616 0.000424009 0.000849356 0.000752009
internal_weight=0 2118 1985 133 281 411 1574 1511 1105 847 258 182 630 182 229 406 150 131 162 305 217 130 126 179
internal_count=2399 2118 1985 133 281 411 1574 1511 1105 847 258 182 630 182 229 406 150 131 162 305 217 130 126 179
is_linear=0
shrinkage=0.0032998


Tree=8768
num_leaves=16
num_cat=0
split_feature=10 1456 402 130 1213 147 148 156 402 42 16 42 52 43 16
split_gain=0.0968095 0.0744719 0.0649989 0.0780764 0.0832033 0.0632595 0.183352 0.0636094 0.0556293 0.0506372 0.044343 0.0429274 0.0374842 0.0412009 0.024592
threshold=0.058500000000000003 -0.077604999999999993 0.088375000000000023 0.0016050000000000003 0.0049450000000000006 0.092070000000000013 -0.078719999999999984 0.091555000000000011 0.10052500000000002 0.08350500000000001 -0.082354999999999984 0.087130000000000027 0.085540000000000019 -0.073404999999999984 -0.081354999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 6 -3 -8 -4 -1 -10 -11 13 -5 -14
right_child=-2 2 8 12 -6 -7 7 -9 10 11 -12 -13 14 -15 -16
leaf_value=0.011939898241091242 -0.0031264051176443969 -0.0063413317317760082 0.010472080296029619 0.0077917465943364026 -0.0014282448215072489 0.0087385117058652942 0.0032552643672421082 0.0069145775002830666 0.0014517577105303651 0.0021981649318302925 0.0072206199601095129 0.008679250228159862 0.011103470220901964 0.0018857943115798415 0.0060951683583650587
leaf_weight=53 52 54 73 60 103 63 1321 151 66 56 91 62 58 78 58
leaf_count=53 52 54 73 60 103 63 1321 151 66 56 91 62 58 78 58
internal_value=0 0.00419546 0.00392801 0.00360976 0.00319462 0.0034954 0.00327777 0.00363186 0.00661282 0.00758841 0.00480694 0.00561871 0.00636814 0.00446662 0.00861481
internal_weight=0 2347 2176 1946 1692 1589 1526 1472 230 171 157 118 254 138 116
internal_count=2399 2347 2176 1946 1692 1589 1526 1472 230 171 157 118 254 138 116
is_linear=0
shrinkage=0.16829


Tree=8769
num_leaves=20
num_cat=0
split_feature=44 1 124 474 16 0 1454 3 3 3 48 16 0 0 16 0 48 16 12
split_gain=0.120465 0.0972214 0.0877154 0.0775911 0.0736546 0.0790194 0.0575124 0.0711899 0.0824529 0.14782 0.0806496 0.0786815 0.0680453 0.0981556 0.0617502 0.0613305 0.0474131 0.0460875 0.00767465
threshold=1.0000000180025095e-35 0.11869500000000001 -0.070379999999999984 0.10523500000000001 0.055635000000000011 -0.10417499999999999 0.078175000000000008 -0.082334999999999978 -0.080669999999999978 -0.081324999999999995 0.082225000000000006 -0.080509999999999984 0.12212000000000002 -0.059914999999999989 -0.091624999999999984 -0.085669999999999982 0.096835000000000018 0.51026500000000008 0.086985000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -4 7 10 9 18 12 14 13 -1 -10 -8 -12 -13 -9
right_child=-2 2 4 -5 -6 -7 15 8 11 -11 16 17 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0047742282024340844 0.011229712524945694 0.0060935738705313333 0.00088196534417296548 0.0097006752470835574 0.0034294553611553986 -0.0069861303133245158 0.01135372124202587 0.00092973785168404613 0.0035090581911429736 -0.0083639683547467626 -0.0035850894994173478 0.0010630891957204274 -0.00052548395291013913 0.012199467866067812 0.0087239416184927247 0.0033025470050002852 0.0032951697605357439 0.0063490748920663398 0.0038637431348896301
leaf_weight=660 54 55 64 57 61 82 52 53 248 55 53 480 60 55 88 57 61 52 52
leaf_count=660 54 55 64 57 61 82 52 53 248 55 53 480 60 55 88 57 61 52 52
internal_value=0 0.00317589 0.000113447 0.00356022 -0.0014668 -0.0035248 0.00338658 0.00317109 0.00221376 -0.00128896 0.00427607 0.0028615 0.00489088 0.00534791 0.00488021 0.00715996 8.06932e-05 0.00158314 0.00239988
internal_weight=0 2345 262 2083 207 146 2026 1917 1028 160 889 868 775 715 336 109 114 532 105
internal_count=2399 2345 262 2083 207 146 2026 1917 1028 160 889 868 775 715 336 109 114 532 105
is_linear=0
shrinkage=0.16829


Tree=8770
num_leaves=16
num_cat=0
split_feature=2 123 3 2 147 15 15 0 0 2 1456 2 157 156 2
split_gain=4.45807 1.99232 0.878049 0.672809 0.391196 0.338549 0.304865 0.395079 0.31485 0.17321 0.15184 0.165623 0.15038 0.207052 0.126695
threshold=0.12051500000000002 1.0000000180025095e-35 0.11745500000000002 0.14870000000000003 0.086575000000000013 -0.10981499999999998 -0.031659999999999994 -0.14151499999999997 -0.052619999999999993 0.081460000000000019 -0.071109999999999993 0.10222000000000002 -1.0000000180025095e-35 0.087045000000000011 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 8 -8 10 -3 -1 -12 13 -9 -14
right_child=3 9 -4 -5 -6 -7 7 12 -10 -11 11 -13 14 -15 -16
leaf_value=0.00094971222704182741 0.00031418415712521379 0.00029638510787885491 0.00050431815958313188 0.00013251685068775814 0.0006007139914246763 0.0006153671007980906 0.0011327237721336229 0.001085530247607089 0.0005734148325301111 0.00054025945272091573 0.00083654311527087491 0.00069440362902941917 0.00087598854480975608 0.00086482878375271181 0.00075934541420717217
leaf_weight=97 74 67 83 95 66 92 72 86 59 62 419 118 759 107 123
leaf_count=97 74 67 83 95 66 92 72 86 59 62 419 118 759 107 123
internal_value=0 0.000811808 0.0008376 0.000354494 0.000852095 0.000481317 0.000861092 0.000894389 0.000805931 0.000413869 0.000827514 0.000805375 0.000878393 0.000963355 0.000859762
internal_weight=0 2118 1989 261 1906 166 1840 1147 693 129 634 537 1075 193 882
internal_count=2379 2118 1989 261 1906 166 1840 1147 693 129 634 537 1075 193 882
is_linear=0
shrinkage=0.0032998


Tree=8771
num_leaves=27
num_cat=0
split_feature=2 0 50 160 14 1456 157 16 15 15 2 2 13 157 124 3 133 3 3 16 16 15 3 51 3 160
split_gain=0.139224 0.136035 0.135956 0.100274 0.100106 0.0968166 0.0911041 0.10597 0.196826 0.141245 0.133459 0.100564 0.0787165 0.0696963 0.0712095 0.0648935 0.0629132 0.0618194 0.0601931 0.0522298 0.0791072 0.039578 0.0368074 0.0327166 0.017243 0.0142379
threshold=0.094835000000000017 0.12474500000000001 0.086295000000000011 0.10446500000000002 0.054835000000000009 0.087690000000000004 -0.081889999999999991 -0.075779999999999986 -0.012569999999999998 0.08844500000000001 0.083715000000000026 0.085235000000000019 -0.0058249999999999994 -0.077609999999999985 -0.077084999999999987 -0.09224499999999998 -0.14729999999999996 -0.080634999999999984 -0.074479999999999977 0.51222500000000004 0.16141000000000003 -0.08760999999999998 -0.080184999999999992 -0.019539999999999998 -0.087979999999999989 -0.084004999999999982
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=4 2 3 13 5 6 11 12 21 10 -10 -1 16 -2 -15 -14 -8 -18 -11 20 -16 22 -9 -23 -17 -13
right_child=1 -3 -4 -5 -6 -7 7 8 9 18 -12 25 15 14 19 24 17 -19 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=-0.006145757967904359 0.0072252616156230076 -0.0072340285384357196 0.0075023410677069286 -0.0063664722091292389 0.010147998074719423 -0.0034778350321924868 0.0077045709307917622 0.0031173479449938136 0.019038056446440531 0.0035728484572380144 0.0081573909224922376 0.00085182025332790096 0.0037992656702911919 -0.0045469472493765983 0.0017133641583621394 -0.0046510105266992169 0.0012140719954847133 0.0054543806146917914 0.010405697347325597 0.0055507383258984822 -0.0046222324185455736 0.0017408494306178663 -0.0025282746683217574 0.0070161230236340071 -0.00060787405891255051 0.0046767162511998084
leaf_weight=52 52 53 96 52 66 55 100 69 58 122 73 56 77 63 359 55 237 167 53 75 66 64 62 72 68 57
leaf_count=52 52 53 96 52 66 55 100 69 58 122 73 56 77 63 359 55 237 167 53 75 66 64 62 72 68 57
internal_value=0 0.00100436 0.00157898 0.000723746 0.00371979 0.00343519 0.0037001 0.00418094 0.00588305 0.00879894 0.0129885 -1.03726e-05 0.002793 0.00132617 0.00077812 -2.29878e-05 0.00391402 0.00297132 0.00565249 0.00145267 0.000725256 0.00253452 0.000431659 0.00454685 -0.00243039 0.00279709
internal_weight=0 816 763 667 1563 1497 1442 1277 573 306 131 165 704 615 563 200 504 404 175 500 425 267 131 136 123 113
internal_count=2379 816 763 667 1563 1497 1442 1277 573 306 131 165 704 615 563 200 504 404 175 500 425 267 131 136 123 113
is_linear=0
shrinkage=0.16829


Tree=8772
num_leaves=17
num_cat=0
split_feature=1211 52 15 12 133 15 13 132 1212 41 1213 12 2 1 15 160
split_gain=0.109766 0.118892 0.180319 0.101615 0.0905677 0.083225 0.0791578 0.0969957 0.105041 0.0995979 0.0986851 0.0777392 0.0659143 0.0693085 0.0329162 0.0213308
threshold=1.0000000180025095e-35 0.12371000000000001 -0.26826999999999995 0.087905000000000025 0.098785000000000012 -0.4680149999999999 -0.15310499999999996 0.089365000000000014 0.091315000000000021 0.075585000000000013 -0.112105 0.023990000000000004 0.093595000000000025 0.090485000000000024 -0.054259999999999996 -0.24195999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 12 -1 11 8 9 10 -8 -4 13 -3 -9 -14
right_child=3 4 6 -5 -6 -7 7 14 -10 -11 -12 -13 15 -15 -16 -17
leaf_value=0.00039988124310329524 0.012695101073290327 0.0046747442648528547 0.0019937992540711384 0.003404876047395491 -0.0012709501333240478 -0.0080543781524522844 -0.0035216156837869082 0.00092714950669139625 -0.0040469282172161895 0.0098152820305597958 0.0029501390073781858 -0.0071459952364545335 0.0013718340103675084 0.011787370764939189 -0.0045589307320284813 0.0057242298657428168
leaf_weight=57 53 75 53 92 56 77 70 53 64 57 1332 52 74 83 73 58
leaf_count=57 53 75 53 92 56 77 70 53 64 57 1332 52 74 83 73 58
internal_value=0 0.00202841 0.00150146 0.006813 0.00489855 -0.00444476 0.00195676 0.00224262 0.00261441 0.00290784 0.00262573 -0.00251546 0.0060961 0.0084225 -0.00223704 0.00329786
internal_weight=0 2234 1888 145 346 134 1754 1649 1523 1459 1402 105 290 158 126 132
internal_count=2379 2234 1888 145 346 134 1754 1649 1523 1459 1402 105 290 158 126 132
is_linear=0
shrinkage=0.16829


Tree=8773
num_leaves=14
num_cat=0
split_feature=401 10 40 1427 1456 52 52 48 12 52 12 160 133
split_gain=0.103314 0.112195 0.098165 0.0943891 0.0603145 0.0644674 0.0808636 0.0574636 0.0858914 0.0468069 0.0460862 0.0424388 0.0156523
threshold=0.081905000000000019 -0.089679999999999982 0.0064400000000000004 1.0000000180025095e-35 0.08814000000000001 -0.040589999999999994 -0.092264999999999986 0.10255000000000002 0.082165000000000016 -0.15824499999999997 0.08598500000000002 0.087570000000000023 -0.07218999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 8 -7 -3 -2 -8 -12
right_child=10 2 -4 -5 -6 7 11 -9 -10 -11 12 -13 -14
leaf_value=-0.0056674001368064606 0.0083164422876870394 0.00075205122642876994 -0.0054432798490893775 0.007739326122816176 -0.0023582859008773223 0.0058152610506619316 -0.004031434556715981 -0.0015452272792443676 0.0022068986160669636 0.0048886009740527333 0.0053023003072838878 0.0011771621124991856 0.001761080007729001
leaf_weight=59 89 286 52 77 97 234 132 87 947 107 68 66 78
leaf_count=59 89 286 52 77 97 234 132 87 947 107 68 66 78
internal_value=0 0.00156237 0.00176782 0.00195315 0.00172445 0.00193845 0.000483091 0.00261535 0.00292337 0.00188286 0.00528373 -0.00228616 0.00342272
internal_weight=0 2144 2085 2033 1956 1859 591 1268 1181 393 235 198 146
internal_count=2379 2144 2085 2033 1956 1859 591 1268 1181 393 235 198 146
is_linear=0
shrinkage=0.16829


Tree=8774
num_leaves=12
num_cat=0
split_feature=1455 1456 402 402 4 3 2 15 16 1454 1446
split_gain=0.103923 0.0776029 0.0874232 0.123145 0.115592 0.107355 0.0631896 0.0619196 0.131691 0.0574389 0.059668
threshold=0.10563500000000002 0.08814000000000001 0.088375000000000023 0.049895000000000002 -0.082509999999999986 0.31343500000000007 0.087435000000000013 -0.40312499999999996 -0.42004999999999992 0.081220000000000014 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 -6 8 -1 10 -9
right_child=-2 -3 4 -5 6 -7 -8 9 -10 -11 -12
leaf_value=0.0045121297902193666 0.0087116086008581315 -0.0035232357282168635 0.011364074153171123 -0.0063789210184580095 0.005976213145897722 -0.0056382540966254877 -0.00026285484999076465 0.0018727691708740281 -0.0065917506888996885 -0.0032319162299091369 0.0058681110190411051
leaf_weight=52 57 86 56 58 85 58 99 1584 72 58 114
leaf_count=52 57 86 56 58 85 58 99 1584 72 58 114
internal_value=0 0.00143099 0.00162234 0.00125622 0.00465977 0.00148565 0.00260956 0.00170639 -0.0019208 0.00196354 0.00214207
internal_weight=0 2322 2236 1996 240 1938 184 1880 124 1756 1698
internal_count=2379 2322 2236 1996 240 1938 184 1880 124 1756 1698
is_linear=0
shrinkage=0.16829


Tree=8775
num_leaves=29
num_cat=0
split_feature=1 3 2 2 11 2 0 3 15 52 52 3 15 1 1 43 49 42 48 1 43 2 2 42 481 42 2 2
split_gain=12.5334 2.89659 0.9354 0.935341 0.653529 0.466797 0.343502 0.311394 0.279077 0.262124 0.414596 0.181056 0.17856 0.342011 0.199589 0.216631 0.174772 0.133447 0.130874 0.0935393 0.0789516 0.0721861 0.0985647 0.0620131 0.0388064 0.048298 0.0231619 0.0122771
threshold=0.10508500000000001 -0.06340999999999998 0.14307 0.099675000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10220499999999998 -0.081224999999999978 -0.092059999999999989 -0.41304999999999997 0.0043000000000000009 -0.058704999999999993 0.083185000000000023 0.089710000000000026 0.079415000000000013 -0.079584999999999975 -0.053439999999999994 0.090185000000000015 0.085130000000000025 0.11570500000000002 0.061400000000000003 0.088850000000000012 0.090790000000000023 0.089840000000000017 -0.083994999999999986 0.083725000000000008 0.087435000000000013 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 4 7 -3 18 16 -2 -5 11 -11 13 14 15 -9 -1 -12 -7 -10 23 24 -23 -14 -18 -26 -25 -24
right_child=1 2 -4 9 -6 6 -8 12 19 10 17 -13 20 -15 -16 -17 21 -19 -20 -21 -22 22 27 26 25 -27 -28 -29
leaf_value=0.0008451124123850782 0.00055225891354529987 6.8123653032529485e-05 -8.6732508383317603e-05 0.00097062404880928594 0.0012922760227488139 0.00039482718815835288 0.00059511956244083812 0.0010516829871072091 0.00093487356724695017 0.0007359793145072256 0.00095649859644486232 0.00048096493806722965 0.0011206910397505295 0.00071655922438861551 0.001096892711578456 0.00080144953283333787 0.00096712919947285528 0.00075145644852666878 0.00017421081182928186 0.00073319999720473158 0.00088111180844337481 0.00087439440459356559 0.0010867284615404492 0.0010360309163093462 0.0010405105852753912 0.0011088185296894157 0.0009333234810810203 0.0009978876403228126
leaf_weight=55 60 66 90 93 81 62 61 58 54 71 98 55 62 102 70 116 53 57 57 52 53 65 53 62 313 219 60 52
leaf_count=55 60 66 90 93 81 62 61 58 54 71 98 55 62 102 70 116 53 57 57 52 53 65 53 62 313 219 60 52
internal_value=0 0.000377138 0.00020081 0.000965232 0.00100273 0.000306152 0.000393234 0.000985871 0.000733829 0.000817343 0.000766488 0.000624943 0.0009271 0.000878448 0.000945978 0.000885063 0.00102813 0.000881323 0.00028945 0.000836272 0.000997978 0.00104141 0.000978782 0.00103145 0.00105955 0.0010687 0.000985808 0.00104307
internal_weight=0 502 336 1848 1474 246 180 1393 166 374 281 126 583 346 244 174 810 155 119 106 237 755 170 184 585 532 122 105
internal_count=2350 502 336 1848 1474 246 180 1393 166 374 281 126 583 346 244 174 810 155 119 106 237 755 170 184 585 532 122 105
is_linear=0
shrinkage=0.0032998


Tree=8776
num_leaves=32
num_cat=0
split_feature=12 15 52 3 43 1 52 16 16 12 3 15 12 43 15 1 3 3 3 42 3 3 133 51 12 16 3 43 133 42 16
split_gain=0.119225 0.151749 0.138294 0.129431 0.153748 0.0993699 0.0762624 0.0814504 0.0541245 0.0532684 0.0744816 0.146946 0.0800983 0.0537163 0.0489694 0.0408435 0.0928937 0.0607018 0.0901438 0.0492741 0.05008 0.0386047 0.0320359 0.0271403 0.0497345 0.0211649 0.0211557 0.0194253 0.0174541 0.0163885 0.0158263
threshold=0.082780000000000006 -0.025694999999999999 0.0043000000000000009 0.10449500000000002 -0.088994999999999991 0.104035 1.0000000180025095e-35 -0.016354999999999998 -0.116045 0.098600000000000007 -0.090989999999999988 0.084715000000000013 0.089045000000000013 -0.073404999999999984 -0.068639999999999993 0.089150000000000021 -0.081854999999999997 -0.082484999999999989 -0.083489999999999995 0.087075000000000014 -0.086524999999999977 -0.079979999999999982 -0.0082649999999999998 -0.033754999999999993 0.11685000000000002 -0.040484999999999993 -0.073159999999999989 -0.0094899999999999984 0.092265000000000014 0.087495000000000003 -0.071629999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -3 7 27 -5 10 11 12 -2 14 -11 17 -17 18 19 20 -12 22 -19 -15 30 -18 28 -6 -23 -24 -25
right_child=9 2 -4 8 6 -7 -8 -9 -10 13 15 -13 -14 23 -16 16 25 21 -20 -21 -22 26 29 24 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0084795402874453928 -0.00040768659245400099 0.0023972131404039476 -0.010026753893025367 0.0094067297602570144 -0.0086654976496876018 -0.0065817864748084973 0.0033472853124136897 0.00062764586846755896 0.002755978766332684 0.0077960165918872599 0.00067874929547277459 0.011579736327443777 0.0066371292770358026 -0.0034960173793911684 0.0010163156161316137 0.010298458804939332 0.0043639710546551575 0.0025781803239461661 -0.004967994135398039 -0.0025858350334940212 0.005182071817844411 0.0023159645377737632 0.005182469704294734 -0.0028080254156468412 0.0049234705834267653 0.00028441475900266527 0.0047896056663918243 -0.0040763098250765602 -0.0014772590635283543 0.0090034510908830589 0.00088804547954924749
leaf_weight=52 89 102 63 74 52 53 67 86 67 54 151 88 93 58 70 63 82 85 65 58 132 90 81 71 55 66 54 57 55 57 60
leaf_count=52 89 102 63 74 52 53 67 86 67 54 151 88 93 58 70 63 82 85 65 58 132 90 81 71 55 66 54 57 55 57 60
internal_value=0 0.00027157 -0.00337617 0.00202323 0.00011537 -0.000661435 -0.00153784 -0.00322553 0.00625919 0.00292618 0.00342976 0.00592587 0.00318227 0.00113005 0.00398325 0.00277938 0.00487684 0.00224271 0.000768054 0.0018667 0.00278559 0.0036572 0.00518258 -0.000312576 0.000670451 0.00255685 0.00193883 -0.00628213 0.000864765 0.00677372 -0.00110145
internal_weight=0 673 218 455 314 155 262 195 141 1677 1309 270 182 368 124 1039 211 828 406 341 283 422 223 244 186 148 199 109 145 138 131
internal_count=2350 673 218 455 314 155 262 195 141 1677 1309 270 182 368 124 1039 211 828 406 341 283 422 223 244 186 148 199 109 145 138 131
is_linear=0
shrinkage=0.16829


Tree=8777
num_leaves=21
num_cat=0
split_feature=3 2 2 2 12 2 3 52 3 0 12 3 40 3 52 11 3 2 2 3
split_gain=4.53234 1.05148 1.34362 0.756107 0.589071 0.513176 0.367443 0.248615 0.231065 0.228425 0.305014 0.192073 0.208369 0.180775 0.152234 0.113395 0.103739 0.0975295 0.0498946 0.0280786
threshold=-0.049204999999999992 0.11693000000000002 -1.0000000180025095e-35 0.11342000000000001 0.10823500000000001 0.10272000000000002 -0.091164999999999982 0.0029250000000000005 0.083605000000000013 -0.14454499999999995 0.082780000000000006 0.091170000000000015 -1.0000000180025095e-35 -0.079594999999999985 0.26959000000000005 0.079300000000000009 -0.070889999999999995 0.14721500000000001 0.097575000000000009 -0.078254999999999977
decision_type=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 4 9 11 -5 17 -7 -1 -11 12 -4 14 15 -12 -6 -3 19 -15
right_child=1 7 5 6 16 8 -8 -9 -10 10 13 -13 -14 18 -16 -17 -18 -19 -20 -21
leaf_value=0.0015790310222474609 0.00075620085496134256 0.00079233253310052138 0.001229367800202211 0.00090728131656453946 0.0010064629865902525 0.00085454178116339732 0.0012331340090861577 0.00097688064362413539 0.0011502646444517086 0.001139120998915685 0.0013891461834580456 0.0011650166426459799 0.0015084878575007247 0.0012393594122538784 0.0012166835878498579 0.0015418569113929454 0.0012170070356401356 0.00060947163374052175 0.0011983205882429909 0.0013367361585338532
leaf_weight=54 102 78 57 62 55 53 101 57 67 69 911 79 65 53 56 61 54 58 55 203
leaf_count=54 102 78 57 62 55 53 101 57 67 69 911 79 65 53 56 61 54 58 55 203
internal_value=0 0.000994754 0.00108707 0.00132455 0.00134685 0.00119209 0.00110941 0.000792248 0.00101995 0.00136441 0.00135615 0.00129469 0.00137837 0.00136731 0.00138888 0.00139877 0.00111109 0.000714607 0.00129589 0.00131671
internal_weight=0 616 423 1734 1571 321 163 193 120 1462 1408 201 122 1339 1028 972 109 136 311 256
internal_count=2350 616 423 1734 1571 321 163 193 120 1462 1408 201 122 1339 1028 972 109 136 311 256
is_linear=0
shrinkage=0.0032998


Tree=8778
num_leaves=24
num_cat=0
split_feature=1 3 12 3 3 15 12 1 12 0 3 1456 3 1447 157 1 1 12 0 43 16 12 12
split_gain=6.55783 1.22209 0.593919 0.497365 0.537107 0.489569 0.375287 0.371022 0.270606 0.299106 0.204014 0.173834 0.164139 0.0947648 0.0799731 0.0797192 0.0614704 0.0538616 0.0456599 0.0446687 0.0333289 0.0497378 0.010955
threshold=0.104035 -0.046329999999999989 0.054520000000000006 0.077930000000000013 0.31840500000000005 -0.14068999999999995 -0.083114999999999981 0.092655000000000015 0.098600000000000007 -0.037794999999999995 0.086245000000000016 -0.10108499999999998 -0.081224999999999978 -0.082869999999999985 -0.077234999999999984 0.11646000000000002 0.073870000000000005 0.11844 -0.14032999999999998 -0.06656999999999999 -0.093079999999999982 0.088125000000000023 0.10733000000000002
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 7 6 18 -2 -3 10 9 11 16 -4 13 -13 -15 -7 -1 19 -5 -10 -14 -22 -21
right_child=1 3 8 4 -6 15 -8 -9 17 -11 -12 12 20 14 -16 -17 -18 -19 -20 22 21 -23 -24
leaf_value=0.0008738370557840855 0.00043722745533440933 0.00037418405668422481 0.00077451231235021632 0.00055342824334274354 0.0002397579728514454 0.00088053080996267237 3.1717292896473027e-05 0.00060900711904032106 0.00093522139678420485 0.0012105176102136018 0.00070169502174601678 0.0011061055824700507 0.00084609901527401209 0.001061252054690468 0.00096153805143856961 0.00071336071269150468 0.0010310068666845819 0.00075629616749038522 0.00068684558628037164 0.00079385484013705593 0.0010213818402692823 0.00090246100229106395 0.00087109202651113147
leaf_weight=68 53 82 59 65 63 81 61 96 83 52 58 73 94 112 605 56 53 62 57 65 52 245 55
leaf_count=68 53 82 59 65 63 81 61 96 83 52 58 73 94 112 605 56 53 62 57 65 52 245 55
internal_value=0 0.000497175 0.000917854 0.000374959 0.000488099 0.000707972 0.000228343 0.000775756 0.000942928 0.000962828 0.000864989 0.000952413 0.000961271 0.000989123 0.000977163 0.000812456 0.000942971 0.000845774 0.000616051 0.000872928 0.000904907 0.000923401 0.000829549
internal_weight=0 518 1832 328 185 190 143 275 1557 1292 179 1240 1181 790 717 137 121 265 122 203 391 297 120
internal_count=2350 518 1832 328 185 190 143 275 1557 1292 179 1240 1181 790 717 137 121 265 122 203 391 297 120
is_linear=0
shrinkage=0.0032998


Tree=8779
num_leaves=23
num_cat=0
split_feature=12 13 9 156 3 43 3 43 12 1447 11 1447 13 1213 52 13 16 133 13 13 15 15
split_gain=0.118095 0.175646 0.196345 0.109892 0.100111 0.0886897 0.19272 0.116916 0.0490799 0.0576965 0.0656731 0.0490527 0.0415685 0.0390074 0.0456706 0.0374116 0.0481695 0.0371397 0.0740915 0.0648419 0.0339841 0.0620582
threshold=0.082780000000000006 -0.42195999999999995 -1.0000000180025095e-35 0.09747500000000002 0.11745500000000002 -0.088994999999999991 -0.07385499999999999 -0.031974999999999996 0.099550000000000013 -0.085804999999999979 0.078065000000000009 -0.010529999999999999 -0.070174999999999987 -0.07933999999999998 -0.085924999999999987 0.23342000000000004 0.10246000000000001 -0.020484999999999996 -0.0060899999999999991 -0.0055049999999999986 -0.083029999999999979 0.10347000000000002
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 -1 -3 4 5 -4 -7 -8 9 -2 11 -11 13 -13 -15 16 20 18 -14 -19 -10 -22
right_child=8 2 3 -5 -6 6 7 -9 15 10 -12 12 17 14 -16 -17 -18 19 -20 -21 21 -23
leaf_value=0.010234228633199555 0.00012075729374932079 -0.0083670869064342984 0.0068509957336682394 0.0089819310630305585 -0.0045341080712819962 -0.0079959720334771538 -0.0022473621965437489 0.0050702230723555022 0.003273826290125975 0.0086622212262211194 0.0094569930715551181 0 0.0050657506196209829 0.0011374811838025009 0.0048232387871705662 0.0064976851144743853 0.005495778120582509 0.0063362932254563938 0.012791064106208545 0.0015633517571761691 -0.0043440311350449422 0.002659517465231148
leaf_weight=60 76 61 84 53 80 59 93 183 76 79 85 85 113 129 379 53 69 200 52 137 78 66
leaf_count=60 76 61 84 53 80 59 93 183 76 79 85 85 113 129 379 53 69 200 52 137 78 66
internal_value=0 0.00154197 0.000688247 0.00169218 0.00091432 0.00195888 0.000726838 0.00259801 0.00418579 0.00464801 0.00491987 0.00458984 0.0042944 0.00333251 0.00389083 0.00237627 0.00161422 0.00542708 0.00751128 0.00440129 0.000388657 -0.0011216
internal_weight=0 673 613 552 499 419 335 276 1677 1335 1259 1174 1095 593 508 342 289 502 165 337 220 144
internal_count=2350 673 613 552 499 419 335 276 1677 1335 1259 1174 1095 593 508 342 289 502 165 337 220 144
is_linear=0
shrinkage=0.16829


Tree=8780
num_leaves=11
num_cat=0
split_feature=1 148 147 457 1213 400 401 13 1443 16
split_gain=0.139262 0.104195 0.132473 0.0578404 0.0543621 0.0530666 0.0553684 0.0948606 0.0654961 0.0352368
threshold=0.14262000000000002 -0.084064999999999987 0.089365000000000014 0.09228500000000002 -0.12077499999999998 1.0000000180025095e-35 0.082280000000000006 -0.074014999999999984 1.0000000180025095e-35 -0.081934999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 8 -8 -6 -3
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11
leaf_value=0.010489434993784089 -0.004120220567879607 0.0096398357249030901 -0.0048647118801692386 0.0086796581828817703 0.0028291354525637343 0.008046104011761342 0.0048079221788060768 -0.0043151713657001755 0.0085477605699435123 0.003677396432413136
leaf_weight=55 75 58 58 55 1729 56 55 78 59 57
leaf_count=55 75 58 58 55 1729 56 55 78 59 57
internal_value=0 0.00324079 0.00305917 0.00327406 0.00313109 0.00292257 0.00277228 -0.000528955 0.00301884 0.00670016
internal_weight=0 2260 2205 2147 2092 1977 1921 133 1788 115
internal_count=2335 2260 2205 2147 2092 1977 1921 133 1788 115
is_linear=0
shrinkage=0.16829


Tree=8781
num_leaves=34
num_cat=0
split_feature=1 1 12 3 47 1 12 13 156 39 3 156 52 51 12 49 133 3 1 12 12 52 52 484 159 12 1 133 13 157 133 3 3
split_gain=9.12241 2.00179 1.03215 0.859319 0.443606 0.357342 0.262819 0.252831 0.25051 0.168536 0.13831 0.126725 0.180695 0.208193 0.12144 0.10895 0.103988 0.103385 0.0861875 0.0786951 0.0753281 0.070123 0.0644739 0.103598 0.069884 0.0958418 0.0519194 0.0503317 0.105951 0.0409135 0.0377504 0.0221892 0.0224399
threshold=0.10335000000000001 0.12337000000000002 0.085090000000000013 -0.066424999999999984 0.085505000000000012 0.088595000000000021 0.097940000000000013 -0.077849999999999989 0.083125000000000018 0.090455000000000021 0.09037000000000002 0.085790000000000019 0.081680000000000016 0.086430000000000021 -0.085719999999999977 0.091885000000000008 0.0061750000000000008 -0.095119999999999996 0.11091000000000002 0.092355000000000007 0.092495000000000008 0.10421000000000001 0.0074400000000000013 0.087150000000000019 -0.0020949999999999996 0.083970000000000017 0.077300000000000021 -0.0097699999999999992 -0.08533499999999998 -0.013599999999999999 0.026115000000000003 -0.08632999999999999 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 7 9 8 -4 22 15 -3 -7 12 13 16 -2 19 17 -9 -16 -5 -18 31 23 24 -1 -26 27 -24 -29 -27 -23 32 -14
right_child=1 4 6 5 -6 10 -8 11 -10 -11 -12 -13 21 -15 18 -17 20 -19 -20 -21 -22 30 26 -25 25 29 -28 28 -30 -31 -32 -33 -34
leaf_value=0.0012572246814105824 0.00049799402497035529 0.00017373605810304393 0.0011289683206018996 0.0011287685389978484 0.00062172738354324087 0.0009382019643388406 0.00083586390102301114 0.00087234457475918669 0.0012600701444124554 0.00040507474349877438 0.00071427053299744341 0.0012744526697520675 0.0012059008495012363 0.0012473485281059725 0.00078602042591819547 0.0008708212328321272 0.0011919872870092458 0.0010464032214508082 0.00059948114087004459 0.00095555802195582736 0.0010308862122464194 0.0010309209927271026 0.0011615256060233331 0.0013231369014401985 0.0010054530112100465 0.0012544581481227356 0.0013417409148186428 0.0013648718293157378 0.0011714600426930826 0.0011396703487165339 0.0011631432756846476 0.0012477179350490512 0.0011115367368614115
leaf_weight=73 58 82 81 73 55 74 59 75 55 60 54 60 100 56 53 52 54 83 61 54 96 59 89 54 53 53 64 68 65 164 53 87 58
leaf_count=73 58 82 81 73 55 74 59 75 55 60 54 60 100 56 53 52 54 83 61 54 96 59 89 54 53 53 64 68 65 164 53 87 58
internal_value=0 0.000630385 0.000794918 0.00113011 0.000369626 0.000985526 0.0010057 0.00116584 0.00106279 0.000271733 0.000844006 0.00112466 0.00111215 0.00105935 0.000623149 0.00100197 0.00102505 0.000964003 0.000686515 0.0010554 0.00108912 0.00116589 0.00121287 0.001184 0.001162 0.00113612 0.00125283 0.00122704 0.00127061 0.00116787 0.00109381 0.0011987 0.00117148
internal_weight=0 509 312 1826 197 362 140 1464 234 142 128 781 721 364 172 179 308 158 114 127 150 357 683 397 343 270 286 222 133 217 112 245 158
internal_count=2335 509 312 1826 197 362 140 1464 234 142 128 781 721 364 172 179 308 158 114 127 150 357 683 397 343 270 286 222 133 217 112 245 158
is_linear=0
shrinkage=0.0032998


Tree=8782
num_leaves=12
num_cat=0
split_feature=1 148 147 15 43 151 1 48 48 48 15
split_gain=0.115535 0.0700432 0.0997855 0.0510716 0.0572024 0.0458648 0.103474 0.044736 0.0434041 0.0459038 0.0114387
threshold=0.14262000000000002 -0.084064999999999987 0.089365000000000014 -0.2987999999999999 -0.024279999999999996 -0.085764999999999994 0.087615000000000012 0.11247500000000001 0.093265000000000015 0.083830000000000002 -0.087404999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 8 9 -7 -10
right_child=-2 2 -4 5 -6 7 -8 -9 10 -11 -12
leaf_value=0.0094652546102429978 -0.0031866184829574058 -0.0037482666623223308 -0.0035065148829714165 0.0051291739245254578 0.0039282574394268388 0.0037836488004525412 -0.00348525628736237 0.0086854676814159485 0.0024489726985542888 0.0070352382530041134 -0.00091887119643545994
leaf_weight=55 75 56 58 82 54 1574 76 56 53 135 61
leaf_count=55 75 56 58 82 54 1574 76 56 53 135 61
internal_value=0 0.00351508 0.00336585 0.00355234 3.87622e-06 0.00374308 0.000974153 0.00397496 0.00382927 0.00404155 0.000631121
internal_weight=0 2260 2205 2147 110 2037 158 1879 1823 1709 114
internal_count=2335 2260 2205 2147 110 2037 158 1879 1823 1709 114
is_linear=0
shrinkage=0.16829


Tree=8783
num_leaves=23
num_cat=0
split_feature=4 3 13 133 4 4 12 3 133 157 151 1447 156 3 4 157 13 42 13 50 4 52
split_gain=4.38287 1.51454 0.722177 0.4583 0.366449 0.315128 0.308885 0.230811 0.202559 0.123898 0.136839 0.100277 0.0908819 0.0888706 0.0871062 0.102662 0.0629786 0.0476478 0.0613193 0.0401958 0.0313983 0.0280318
threshold=0.30163500000000004 -0.050489999999999993 -1.0000000180025095e-35 -0.0097699999999999992 -0.062109999999999992 0.51136500000000018 0.092495000000000008 0.091170000000000015 0.085005000000000011 -0.082189999999999999 -0.083969999999999975 -0.082869999999999985 0.087205000000000019 -0.10175499999999998 0.060575000000000011 -0.062424999999999994 -0.061199999999999991 -0.0043149999999999994 -0.014449999999999999 0.089030000000000012 0.0034000000000000007 0.086495000000000002
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 6 3 -3 -4 16 9 -6 -5 12 -11 -12 -1 -13 15 -8 -2 21 19 -19 -15 -17
right_child=5 2 4 8 7 -7 14 -9 -10 10 11 13 -14 20 -16 17 -18 18 -20 -21 -22 -23
leaf_value=0.0013540506235954627 0.00064069196066482718 0.0010491924764335233 0.0012514418438310455 0.00060063890189041545 0.0010696719111104962 0.00047419413602585447 0.00095714092145188429 0.00079368336309954869 0.00083265052489545999 0.0010244994280565833 0.0012817669823214817 0.0010681539347396182 0.0011756340454582622 0.0011900517137467912 0.00096857760164785229 0.0011161274096103914 0.00078302861961870526 0.00114166874257616 0.00098341560040032198 0.0010320029345970041 0.0011161216746718198 0.0012078767622897535
leaf_weight=78 63 60 77 88 91 90 52 54 80 71 99 96 60 572 66 94 86 165 55 58 90 90
leaf_count=78 63 60 77 88 91 90 52 54 80 71 99 96 60 572 66 94 86 165 55 58 90 90
internal_value=0 0.00110152 0.000931458 0.000800396 0.0010659 0.000629506 0.00114799 0.000967133 0.00071133 0.00118171 0.00116754 0.00117935 0.00127673 0.00116593 0.00108595 0.00110096 0.000723082 0.00111707 0.00108773 0.0011133 0.00118005 0.0011612
internal_weight=0 2096 450 228 222 239 1646 145 168 1066 928 857 138 758 580 514 149 462 278 223 662 184
internal_count=2335 2096 450 228 222 239 1646 145 168 1066 928 857 138 758 580 514 149 462 278 223 662 184
is_linear=0
shrinkage=0.0032998


Tree=8784
num_leaves=20
num_cat=0
split_feature=4 14 4 49 40 43 157 52 151 51 13 403 4 52 4 43 157 157 4
split_gain=0.15103 0.125999 0.0886936 0.170816 0.0889921 0.0810465 0.124957 0.049635 0.0748289 0.0431161 0.0510209 0.144742 0.0543252 0.0393323 0.0360268 0.0273286 0.0466101 0.0269313 0.031137
threshold=0.51136500000000018 -0.24175999999999997 -0.042544999999999993 -0.0062499999999999995 -0.07334499999999998 -0.081204999999999986 -0.06588999999999999 0.11614000000000001 -0.070479999999999987 0.095820000000000016 -0.085164999999999977 -0.0076149999999999994 -0.062109999999999992 0.10744000000000002 0.0063250000000000008 -0.085754999999999984 -0.082234999999999989 -0.0056149999999999993 0.058330000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 14 15 -7 8 -8 10 11 -5 13 -12 -4 17 -17 -6 -19
right_child=-2 2 4 9 5 6 7 -9 -10 -11 12 -13 -14 -15 -16 16 -18 18 -20
leaf_value=0.011807758199700598 -0.0031826653628683377 0.013103049592062783 0.0010058622875536959 0.012578055759450896 0.00057980288423064999 -0.0045315338671422 -0.00098120711071285251 -0.00095953858218608538 0.0044333003286088114 0.00019240193195283202 0.0039327197116209751 0.0029027395084580674 0.0084400882482711433 0.00019229789207021405 -0.0052353294692904064 0.010374573543298732 0.004280178248726999 0.0065812259940706622 0.0016502273854241841
leaf_weight=55 90 65 52 77 55 75 88 85 392 72 599 103 68 93 52 62 87 109 56
leaf_count=55 90 65 52 77 55 75 88 85 392 72 599 103 68 93 52 62 87 109 56
internal_value=0 0.00383757 0.00363659 0.00472733 0.00257951 0.00306336 0.00191358 0.00277231 0.0034369 0.00418759 0.00449169 0.00705161 0.00388303 0.00343263 -0.00209746 0.00505269 0.00682816 0.00384204 0.00491856
internal_weight=0 2245 2190 1077 1113 1009 640 565 480 1012 940 180 760 692 104 369 149 220 165
internal_count=2335 2245 2190 1077 1113 1009 640 565 480 1012 940 180 760 692 104 369 149 220 165
is_linear=0
shrinkage=0.16829


Tree=8785
num_leaves=25
num_cat=0
split_feature=1 52 1 4 3 3 3 39 1 4 151 1 3 13 3 402 4 1 43 16 3 43 43 4
split_gain=8.74089 1.87682 0.980168 0.587271 0.576255 0.568953 0.392273 0.274575 0.249259 0.215782 0.121552 0.117018 0.136068 0.11427 0.11261 0.11017 0.107876 0.0993264 0.145457 0.0989889 0.130535 0.094252 0.084866 0.0418668
threshold=0.10335000000000001 -0.41304999999999997 0.12541500000000003 -0.072054999999999994 -0.036844999999999996 0.091170000000000015 -0.14162499999999997 0.081875000000000017 0.10871500000000002 0.42098500000000005 -0.088329999999999978 0.091785000000000019 -0.020014999999999995 0.089520000000000016 -0.10468499999999999 0.11232500000000002 0.25759000000000004 1.0000000180025095e-35 -0.073404999999999984 -0.073309999999999986 -0.086049999999999988 0.062770000000000006 -0.0096349999999999977 0.51544000000000012
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 4 6 14 7 -1 10 -6 -4 -5 12 15 17 -3 19 -10 18 -12 21 -21 -8 -19 -11
right_child=1 2 9 5 8 -7 11 -9 16 23 13 -13 -14 -15 -16 -17 -18 22 -20 20 -22 -23 -24 -25
leaf_value=0.0014325466580560955 0.0011807298950773104 0.00080946022093345981 0.00054882756712622445 0.0010300299184176477 0.00042772614553762998 0.00077142228945925291 0.0012337916360748852 0.00093467835500376812 0.00059694450878015307 0.00026285995279722322 0.0011924693985709196 0.001068875935997163 0.0013776446657188148 0.001001570033646834 0.0010273713426425394 0.0013451308918107116 0.00080698651842829106 0.0011652940753262492 0.0010808584668609365 0.0012182978089530971 0.0010084004408399982 0.0010850924433244691 0.0013126115723779994 0.00039670420772084817
leaf_weight=91 72 52 94 100 54 53 340 78 55 53 303 71 54 52 57 55 56 99 239 63 74 59 88 54
leaf_count=91 72 52 94 100 54 53 340 78 55 53 303 71 54 52 57 55 56 99 239 63 74 59 88 54
internal_value=0 0.000683748 0.000608342 0.00115967 0.00073691 0.00110636 0.00122647 0.00112484 0.000613278 0.000432905 0.00114163 0.00120022 0.00121463 0.00115588 0.000923737 0.00119967 0.000703229 0.00116684 0.00114332 0.00118468 0.00110518 0.00121189 0.00123481 0.000330737
internal_weight=0 547 475 1819 274 1012 807 959 165 201 881 716 645 781 109 591 111 729 542 536 137 399 187 107
internal_count=2366 547 475 1819 274 1012 807 959 165 201 881 716 645 781 109 591 111 729 542 536 137 399 187 107
is_linear=0
shrinkage=0.0032998


Tree=8786
num_leaves=29
num_cat=0
split_feature=1 52 14 52 43 160 0 1 0 0 0 52 1 52 52 0 43 43 160 3 133 42 42 474 160 43 52 42
split_gain=7.23742 1.00009 0.758922 0.645889 0.442969 0.423319 0.355552 0.338788 0.315767 0.39697 0.302946 0.277475 0.204052 0.180259 0.214349 0.177133 0.167774 0.13943 0.152971 0.118053 0.0575771 0.0510469 0.0693228 0.0424674 0.0267578 0.0788876 0.0215912 0.0200457
threshold=0.104035 -0.41304999999999997 0.062655000000000016 0.12492500000000002 -0.08725999999999999 -1.0000000180025095e-35 -0.099329999999999988 0.083555000000000018 -0.17785499999999996 -0.052239999999999988 -0.069074999999999984 -0.054974999999999989 0.12450500000000002 -0.43706499999999993 -0.016219999999999995 -0.11912999999999999 -0.080819999999999989 -0.087484999999999993 -0.089744999999999978 -0.081084999999999977 1.0000000180025095e-35 0.090775000000000008 -1.0000000180025095e-35 0.083685000000000023 -0.069009999999999988 -0.040789999999999993 0.11232500000000002 -0.084949999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -3 -6 7 15 -7 12 16 -9 -10 -12 -15 -1 17 20 -19 21 -8 22 -18 -20 -21 -26 -16 -22
right_child=1 3 -4 -5 5 8 10 11 9 -11 13 -13 -14 14 26 -17 19 18 23 24 27 -23 -24 -25 25 -27 -28 -29
leaf_value=0.0011649109176289207 0.000974926059995159 0.00023469706948342468 0.0013637031785813077 0.00082950071220383361 0.00073032023796647607 0.0002328338771461599 0.00098181102892255442 0.00094830932735822564 0.0007529633937089392 0.00031351454287278826 0.0010950113112688587 0.00062090021686918653 0.00047733701052969326 0.00077830885596064353 0.00094702813282454242 0.00090816112159264502 0.0010896536589813416 0.0013390958667594726 0.0010531598935695421 0.0010371145635696599 0.0011436282684223675 0.0011635778151257966 0.000988770404201885 0.001184819141957143 0.00086294700748783281 0.00099954169947632111 0.0010414771331132971 0.0010619260413983534
leaf_weight=53 65 65 72 70 88 52 77 52 70 64 69 64 52 97 99 71 221 52 61 97 75 60 129 64 66 201 52 108
leaf_count=53 65 65 72 70 88 52 77 52 70 64 69 64 52 97 99 71 221 52 61 97 75 60 129 64 66 201 52 108
internal_value=0 0.000591077 0.00103018 0.000536879 0.000484401 0.000534081 0.00101658 0.000897396 0.000461374 0.000525077 0.00103527 0.000767974 0.000635772 0.000943439 0.000901125 0.00101819 0.00105928 0.00111199 0.00118517 0.00102948 0.00106204 0.0010689 0.00105257 0.00112085 0.000984981 0.000965909 0.000979787 0.0010956
internal_weight=0 526 1840 461 391 326 1768 240 238 186 1528 116 122 317 248 124 1211 437 177 774 260 410 350 125 364 267 151 183
internal_count=2366 526 1840 461 391 326 1768 240 238 186 1528 116 122 317 248 124 1211 437 177 774 260 410 350 125 364 267 151 183
is_linear=0
shrinkage=0.0032998


Tree=8787
num_leaves=22
num_cat=0
split_feature=4 3 4 3 12 49 14 4 0 3 12 14 4 3 15 15 4 12 160 51 0
split_gain=4.48982 1.84041 0.746697 0.741549 0.509385 0.353977 0.246603 0.286355 0.707616 0.195944 0.185347 0.167216 0.181943 0.156536 0.119976 0.0943715 0.0848327 0.0806175 0.0954023 0.0723917 0.0360418
threshold=0.27552000000000004 0.20828500000000003 -0.03463999999999999 0.092330000000000009 -0.074254999999999988 -0.046739999999999997 0.076175000000000007 -0.49432999999999994 -0.010949999999999998 -0.0098449999999999979 0.093175000000000022 -0.10708499999999999 0.41488500000000006 -0.08466499999999999 -0.0073899999999999999 -0.42759999999999992 0.018150000000000003 0.092495000000000008 -0.080669999999999978 -0.025904999999999994 -0.076539999999999983
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 2 6 4 9 13 7 19 17 -4 14 -2 -13 -6 -7 -14 -12 18 -9 -1 -19
right_child=11 -3 3 -5 5 10 -8 8 -10 -11 16 12 15 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.0009976600044988087 0.00053263803978943465 0.00025192188724501552 0.00047127774031994324 0.00044132180289676415 0.00056205422643618283 0.00090963033232227878 0.001146040587985812 0.00084743572282185262 0.00059858605759953302 0.00075789035681996647 0.00088857929643502542 0.00049700314569585771 0.00035352490336713866 0.0007997505586804397 0.0010825221651504775 0.00017040881784704205 0.0007531867558370005 0.00093321304732802421 0.00097164619225466808 0.0011707020730783689 0.00085107741708536505
leaf_weight=62 70 53 53 57 54 391 58 84 77 53 93 57 69 73 52 57 126 110 489 54 174
leaf_count=62 70 53 53 57 54 391 58 84 77 53 93 57 69 73 52 57 126 110 489 54 174
internal_value=0 0.000859998 0.000875625 0.000807575 0.000830862 0.000859829 0.000934063 0.00092232 0.000902883 0.000614916 0.000890637 0.000394569 0.000341564 0.00069896 0.000930004 0.000270966 0.000810843 0.000930182 0.000953499 0.00107852 0.000883015
internal_weight=0 2113 2060 952 895 789 1108 1050 934 106 662 253 183 127 443 126 219 857 573 116 284
internal_count=2366 2113 2060 952 895 789 1108 1050 934 106 662 253 183 127 443 126 219 857 573 116 284
is_linear=0
shrinkage=0.0032998


Tree=8788
num_leaves=20
num_cat=0
split_feature=1 14 12 151 1 159 151 42 51 51 1 159 15 43 15 1 47 15 1
split_gain=0.149013 0.1096 0.0952606 0.0921198 0.09809 0.0774346 0.0864745 0.0689085 0.0679476 0.0647375 0.0543597 0.058243 0.0640761 0.0526409 0.0508751 0.046333 0.0451921 0.0436695 0.00341789
threshold=0.104035 0.062655000000000016 0.096475000000000019 -0.088329999999999978 0.097145000000000023 0.08457000000000002 0.009020000000000002 0.085545000000000024 0.11524000000000002 0.092950000000000019 0.10781 0.08043500000000002 -0.40312499999999996 -0.085349999999999995 -0.0099749999999999978 0.12608000000000003 0.089640000000000011 -0.46319999999999995 0.10098000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 13 5 6 8 14 9 -5 -2 12 -12 -1 -7 -4 -14 -13 -6
right_child=2 -3 15 4 18 7 -8 -9 -10 -11 11 17 16 -15 -16 -17 -18 -19 -20
leaf_value=0.0049704582140083125 3.9947083525228369e-05 0.012839885197689162 0.0018180923129261981 0.005958712780471399 0.010040148890614539 0.010150613315497213 -0.00047543774749693988 0.014293889287101185 0.00072365562086995757 0.012063570408689515 0.0022478800596396043 0.0055783833400405358 0.011246164195833346 -0.0022537433455639831 0.003306431952968631 -0.0047112209195915716 0.0055141027849938172 -0.0011403576446818117 0.012225157168110894
leaf_weight=59 67 72 75 1174 55 71 62 56 68 52 62 53 88 55 56 52 73 56 60
leaf_count=59 67 72 75 1174 55 71 62 56 68 52 62 53 88 55 56 52 73 56 60
internal_value=0 0.00638095 0.00316121 0.0061169 0.00643614 0.00607931 0.00563744 0.00934374 0.00593171 0.00621911 0.00443965 0.00532213 0.0068841 0.00146934 0.00714685 -0.000841181 0.00865831 0.00211007 0.0111958
internal_weight=0 1840 526 1768 1654 1539 1356 183 1294 1226 399 332 223 114 127 127 161 109 115
internal_count=2366 1840 526 1768 1654 1539 1356 183 1294 1226 399 332 223 114 127 127 161 109 115
is_linear=0
shrinkage=0.16829


Tree=8789
num_leaves=18
num_cat=0
split_feature=15 2 150 2 40 480 16 16 52 43 14 3 1375 43 43 2 15
split_gain=3.30898 2.09082 1.13565 1.11419 0.458121 0.42314 0.189391 0.197808 0.214244 0.188113 0.168943 0.156164 0.152432 0.150641 0.0864045 0.0857024 0.0331945
threshold=-0.37478999999999996 0.099675000000000014 1.0000000180025095e-35 -0.0091949999999999983 -0.026419999999999996 -0.068944999999999992 0.16984500000000002 -0.0043999999999999994 0.026115000000000003 -0.072864999999999985 0.062655000000000016 -0.0068249999999999986 -0.084629999999999997 0.22924500000000003 -0.23799499999999998 0.12708000000000003 -0.058234999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 4 -2 -3 -5 7 8 -6 -1 12 -4 -7 14 -14 -11 -8
right_child=1 2 11 5 6 10 16 -9 -10 15 -12 -13 13 -15 -16 -17 -18
leaf_value=0.00013391735419286674 0.00044665066877119558 0.00039213209177034046 0.00042947350002658268 0.0011303704619925845 0.0005771242307734387 0.00065894550746089424 0.00085410229617670331 0.00046454001498196602 0.00080501734350201524 0.00046065009104694191 0.0010136483824458075 0.00018089646483561428 0.00073102507923774023 0.00070558281020740687 0.00085235658261415882 0.00027218516544286756 0.00075211188561384189
leaf_weight=59 80 58 52 56 87 57 67 52 97 54 58 60 72 93 1210 54 100
leaf_count=59 80 58 52 56 87 57 67 52 97 54 58 60 72 93 1210 54 100
internal_value=0 0.000766849 0.000595227 0.000827306 0.000667697 0.000846981 0.000707269 0.000646284 0.000697455 0.000284699 0.000836307 0.000296622 0.000829099 0.000836127 0.00084557 0.000366744 0.000793241
internal_weight=0 2199 573 1626 461 1546 403 236 184 167 1490 112 1432 1375 1282 108 167
internal_count=2366 2199 573 1626 461 1546 403 236 184 167 1490 112 1432 1375 1282 108 167
is_linear=0
shrinkage=0.0032998


Tree=8790
num_leaves=21
num_cat=0
split_feature=4 3 39 13 14 13 3 4 3 14 40 3 160 52 151 12 4 3 3 157
split_gain=7.412 3.42173 2.46383 0.68449 0.58217 0.49514 0.455802 0.359545 0.26241 0.255262 0.248413 0.157741 0.280488 0.175544 0.136846 0.0831158 0.0829943 0.0574014 0.051808 0.0457698
threshold=0.30163500000000004 0.25468500000000005 0.0095750000000000019 -0.08533499999999998 0.019675000000000002 -0.014114999999999997 -0.077634999999999996 -0.37983499999999992 -0.024114999999999994 -0.10708499999999999 -0.083394999999999983 -0.097574999999999981 -0.054789999999999998 -0.034054999999999995 -0.08317999999999999 0.09202500000000001 -0.082184999999999994 -0.0037799999999999995 0.092330000000000009 -0.077849999999999989
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 2 4 -2 6 -4 11 -8 15 -5 -7 12 -1 -14 19 -9 -16 -11 -10 -13
right_child=3 -3 5 9 -6 10 7 8 18 17 -12 14 13 -15 16 -17 -18 -19 -20 -21
leaf_value=0.00080026260473720133 0.00019968244912276788 0.00019586977692765686 0.00087410272510398779 0.00073098819217802915 0.0013673154534261333 0.00034919997338473915 0.0012118936558353679 0.0010957422702024535 0.00088077484755156102 0.00037607130908217181 0.00067087176418250804 0.00114083980807404 0.00098834129765370312 0.0011978336924973541 0.0011447533979178446 0.0009660291077798434 0.0010722600201303017 0.00053355281754878005 0.00074559352478302337 0.0012838267396676848
leaf_weight=54 98 55 69 56 68 52 63 73 77 54 54 53 112 76 267 281 620 52 61 62
leaf_count=54 98 55 69 56 68 52 63 73 77 54 54 53 112 76 267 281 620 52 61 62
internal_value=0 0.00100885 0.00103073 0.000417933 0.00106585 0.000655823 0.00105444 0.000975197 0.000944817 0.000549743 0.000513403 0.00108976 0.00101246 0.00107322 0.0011084 0.000992877 0.00109412 0.000453659 0.000821276 0.00121823
internal_weight=0 2097 2042 260 1867 175 1799 555 492 162 106 1244 242 188 1002 354 887 106 138 115
internal_count=2357 2097 2042 260 1867 175 1799 555 492 162 106 1244 242 188 1002 354 887 106 138 115
is_linear=0
shrinkage=0.0032998


Tree=8791
num_leaves=22
num_cat=0
split_feature=4 39 2 0 2 2 0 14 4 0 2 15 2 15 0 156 15 4 1212 15 4
split_gain=5.6763 2.30261 1.36632 0.617959 0.59097 0.53554 0.451747 0.376836 0.233814 0.244603 0.149106 0.142576 0.135203 0.117569 0.093747 0.0831007 0.0749877 0.0429335 0.0727449 0.0580526 0.00717468
threshold=0.27161500000000005 0.081875000000000017 0.10497000000000002 -0.12608499999999997 0.13538500000000001 0.13388500000000003 -0.068669999999999995 0.062655000000000016 -0.072529999999999983 -0.065064999999999998 0.092425000000000021 -0.006494999999999999 0.11693000000000002 0.03981500000000001 -0.084319999999999992 0.083125000000000018 -0.06784999999999998 -0.082634999999999986 -0.064959999999999976 0.084150000000000016 -0.070894999999999986
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 2 7 -4 10 16 -3 8 13 11 -2 15 -12 -1 -13 -10 -5 19 -19 -15 -18
right_child=4 6 3 5 -6 -7 -8 -9 9 -11 12 14 -14 17 -16 -17 20 18 -20 -21 -22
leaf_value=0.00092532527568309805 0.00040693305952129474 0.00072596158171605663 0.00045714375363349439 0.00080577347443473539 0.00019725679826389635 0.00052887450911980754 0.00038825193133967128 0.0012530168454847517 0.00096605643449357347 0.00072758192900179025 0.00070638019827734305 0.0007571184587400815 0.00048056542338728808 0.0011811164975913716 0.00093171370796175652 0.0010614073450273777 0.00091182918271450841 0.0011150453743539663 0.00099207733239305845 0.0010569092136944332 0.00097343702896080409
leaf_weight=101 73 89 59 65 87 52 85 62 447 52 62 52 57 57 112 141 72 75 240 236 81
leaf_count=101 73 89 59 65 87 52 85 62 447 52 62 52 57 57 112 141 72 75 240 236 81
internal_value=0 0.000925037 0.000958269 0.000764405 0.000423516 0.000831417 0.000561191 0.000998743 0.0009883 0.000949233 0.000525856 0.000964513 0.000598513 0.00103255 0.000876569 0.000988981 0.000903421 0.00105031 0.00102147 0.00108119 0.000944675
internal_weight=0 2078 1904 329 279 270 174 1575 1513 804 192 752 119 709 164 588 218 608 315 293 153
internal_count=2357 2078 1904 329 279 270 174 1575 1513 804 192 752 119 709 164 588 218 608 315 293 153
is_linear=0
shrinkage=0.0032998


Tree=8792
num_leaves=25
num_cat=0
split_feature=10 43 11 43 4 50 157 1 2 2 52 4 1204 43 43 48 52 13 13 132 2 43 43 52
split_gain=0.139063 0.0965059 0.177909 0.0924856 0.064552 0.0559824 0.0750089 0.0686371 0.0888304 0.0553681 0.0544393 0.0551821 0.0443741 0.0496502 0.0932078 0.0760119 0.0989647 0.0693376 0.0422245 0.0381855 0.029517 0.0234257 0.0250949 0.0200411
threshold=-1.0000000180025095e-35 -0.081474999999999992 0.090070000000000025 -0.083464999999999998 -0.082634999999999986 0.085685000000000011 -0.00052499999999999986 0.078015000000000015 0.084145000000000011 -0.013254999999999998 -0.14689999999999998 -0.37983499999999992 -0.068659999999999985 0.053790000000000011 0.15737500000000001 0.096635000000000013 -0.15337499999999996 -0.082894999999999983 -0.026884999999999996 0.089075000000000015 0.087435000000000013 -1.0000000180025095e-35 -0.014584999999999999 -0.015069999999999998
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=9 3 4 5 10 7 -7 19 -9 -1 -3 -12 -6 15 17 16 -14 -15 -16 20 -2 22 -13 -22
right_child=1 2 -4 -5 12 6 -8 8 -10 -11 11 21 13 14 18 -17 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0036399308657899952 0.0052306525689408559 0.0021877273587639534 0.014849132671278796 0.013285182976713893 -0.00035456066695766067 0.0056994114010018746 0.014691995732834541 0.0069241860546801759 -0.0022279662907057521 -0.0035313347406465091 0.012333201282164316 0.0054832962996916781 -1.4616603405474145e-05 -0.0058135751178777601 0.0080655978221987733 0.00066209584369389428 0.0061560324791291596 0.0027850638191225388 0.0018359123882352834 0.0034164229961408886 0.011389345142049192 0.0037975081472005263 0.0097021236042057288 0.0077401067934605942
leaf_weight=60 70 60 52 73 56 52 55 63 57 62 61 81 81 52 71 102 748 54 56 59 81 64 85 102
leaf_count=60 70 60 52 73 56 52 55 63 57 62 61 81 81 52 71 102 748 54 56 59 81 64 85 102
internal_value=0 0.00583031 0.00514784 0.00763725 0.00482559 0.00686899 0.0103386 0.00600547 0.00256194 0 0.00684514 0.00779926 0.00424308 0.00446582 0.00225473 0.00501725 0.00555094 -0.00141619 0.0053328 0.00732414 0.00822833 0.00658896 0.00765436 0.00936516
internal_weight=0 2235 1623 612 1571 539 107 432 120 122 351 291 1220 1164 233 931 829 106 127 312 253 230 166 183
internal_count=2357 2235 1623 612 1571 539 107 432 120 122 351 291 1220 1164 233 931 829 106 127 312 253 230 166 183
is_linear=0
shrinkage=0.16829


Tree=8793
num_leaves=25
num_cat=0
split_feature=1 3 1 14 2 16 2 15 15 42 3 0 1 15 43 16 43 16 1446 2 15 16 2 16
split_gain=7.83783 1.41112 0.746043 0.757852 0.439033 0.413363 0.31378 0.251287 0.222326 0.142021 0.171571 0.133312 0.214937 0.0944507 0.0887199 0.0719135 0.0641169 0.0769529 0.0600166 0.057133 0.115031 0.0613095 0.0511385 0.0463307
threshold=0.109225 -0.065259999999999999 0.10141500000000002 0.062655000000000016 0.14106500000000002 0.052915000000000011 0.092155000000000015 -0.077559999999999976 -0.080419999999999978 0.080060000000000006 -0.087319999999999995 0.062580000000000011 0.088595000000000021 -0.45726999999999995 -0.077274999999999996 -0.096104999999999982 -0.078139999999999973 -0.038799999999999994 0.087240000000000012 0.074875000000000011 0.084885000000000002 -0.0081349999999999981 0.084275000000000003 0.31481000000000009
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 8 3 6 7 14 9 13 -2 19 -11 12 16 -3 -4 -12 17 -8 -17 20 -1 22 -21 -18
right_child=1 4 5 -5 -6 -7 11 -9 -10 10 15 -13 -14 -15 -16 18 23 -19 -20 21 -22 -23 -24 -25
leaf_value=0.00084387070599789798 0.00058965671875651625 0.00042373116010859094 0.00051677640001040407 0.0013180919506644751 0.00012756812495477211 0.00095862603962650614 0.0008959173972699154 0.0005760594404416136 0.00087924413251989398 0.00079669074596816784 0.00086017509229924802 0.00073974633739282895 0.0007099418087832466 0.00024797410081168938 0.00070715461986864544 0.00097223118342500527 0.00092089920627304214 0.0010459430179390057 0.0010956791386644168 0.0011214612699279661 0.001050654100000342 0.0011445990367436761 0.0010062783420142901 0.0008065242379445603
leaf_weight=53 54 61 52 65 89 61 68 65 65 71 61 60 55 77 60 452 240 99 53 59 74 68 242 53
leaf_count=53 54 61 52 65 89 61 68 65 65 71 61 60 55 77 60 452 240 99 53 59 74 68 242 53
internal_value=0 0.00044503 0.000946711 0.000966957 0.000321386 0.000739008 0.000953574 0.000406187 0.000748131 0.000985727 0.000952372 0.000890157 0.000907612 0.000325919 0.000619079 0.000971839 0.00093117 0.000985066 0.000985257 0.00102849 0.000964636 0.00105038 0.00102897 0.00090033
internal_weight=0 411 1946 1773 292 173 1708 203 119 1133 637 575 515 138 112 566 460 167 505 496 127 369 301 293
internal_count=2357 411 1946 1773 292 173 1708 203 119 1133 637 575 515 138 112 566 460 167 505 496 127 369 301 293
is_linear=0
shrinkage=0.0032998


Tree=8794
num_leaves=11
num_cat=0
split_feature=40 41 34 3 14 132 1373 52 48 42
split_gain=0.136618 0.153174 0.123982 0.094664 0.113411 0.0663043 0.0723638 0.0459327 0.041819 0.0377313
threshold=-0.08440499999999998 0.090905000000000014 -0.072169999999999984 0.11745500000000002 0.062655000000000016 0.090050000000000005 1.0000000180025095e-35 -0.025904999999999994 -0.035774999999999994 -0.085849999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -5 -4 -7
right_child=1 -3 3 7 -6 9 -8 -9 -10 -11
leaf_value=-0.001046226336684182 0.013255143070811956 0.014445598507465332 0.0011634593140921671 0.0046782609787938672 0.012441892250052378 0.0051713506086769135 0.011658253177504522 -0.00097288575205904237 0.0054253655954616207 -0.00045161324343266483
leaf_weight=94 54 53 69 67 63 54 52 103 1659 89
leaf_count=94 54 53 69 67 63 54 52 103 1659 89
internal_value=0 0.00548551 0.00526981 0.00506898 0.00539551 0.00516372 0.00544426 0.00124376 0.00525623 0.00165918
internal_weight=0 2263 2210 2156 1986 1923 1780 170 1728 143
internal_count=2357 2263 2210 2156 1986 1923 1780 170 1728 143
is_linear=0
shrinkage=0.16829


Tree=8795
num_leaves=18
num_cat=0
split_feature=10 4 48 48 1455 0 16 49 11 42 400 1213 133 151 132 10 4
split_gain=0.155238 0.0863531 0.0830645 0.0730736 0.0671486 0.0705506 0.206968 0.0834092 0.0642639 0.0796784 0.064043 0.071309 0.0718353 0.0459406 0.0400213 0.0837552 0.0194665
threshold=1.0000000180025095e-35 -0.060264999999999992 0.12118000000000002 0.083570000000000019 0.080040000000000014 -0.13740499999999997 -0.069144999999999984 -0.050114999999999993 0.085155000000000022 -0.10071499999999999 -0.052894999999999991 0.060985000000000004 0.09086000000000001 0.015440000000000001 0.09654500000000002 -0.013164999999999998 -0.083829999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 5 6 7 -3 9 -1 16 12 -12 14 15 -7 -11
right_child=-2 2 -4 -5 -6 13 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.011796415686224894 -0.0034661518634392999 0.00013204437541335692 -0.0023562651987841178 0.011229602355321021 0.00014754551900609403 -0.0017276652759704231 -0.0058410999291705771 0.0083849654974729217 9.189516665186413e-05 0.0070793251539117558 0.003121549274601954 0.0093652467772119222 0.0072445445989504399 0.010103845574688814 0.0095274567651968591 0.0051619619771270707 0.011801742698427237
leaf_weight=64 64 55 55 74 102 53 67 96 55 52 421 92 169 54 53 777 53
leaf_count=64 64 55 55 74 102 53 67 96 55 52 421 92 169 54 53 777 53
internal_value=0 0.00492097 0.0040242 0.00611971 0.00430481 0.00467039 0.00193058 0.00539083 0.00570036 0.00606072 0.005592 0.00499076 0.00430559 0.00530591 0.00501046 0.00471986 0.00948013
internal_weight=0 2292 1312 980 1257 1155 218 151 906 851 787 682 590 937 883 830 105
internal_count=2356 2292 1312 980 1257 1155 218 151 906 851 787 682 590 937 883 830 105
is_linear=0
shrinkage=0.16829


Tree=8796
num_leaves=26
num_cat=0
split_feature=10 4 402 13 12 48 42 52 52 15 15 12 15 457 42 151 15 150 13 130 4 15 4 42 15
split_gain=0.107509 0.0609413 0.12053 0.129188 0.142046 0.0577601 0.0745101 0.0601803 0.049916 0.0464946 0.222873 0.123015 0.0648322 0.0841427 0.0733192 0.0650165 0.0637054 0.0452177 0.0631217 0.0333593 0.0266918 0.0455792 0.0344485 0.0247004 0.020529
threshold=1.0000000180025095e-35 -0.082184999999999994 0.088375000000000023 0.039845000000000012 0.09334000000000002 0.083570000000000019 -0.015274999999999999 0.087375000000000008 -0.0063349999999999995 -0.011859999999999997 0.083185000000000023 0.083570000000000019 -0.06784999999999998 -0.011254999999999999 0.094305000000000014 -0.090769999999999976 -0.024814999999999997 0.08926000000000002 -0.15956499999999998 0.082650000000000015 -0.047309999999999998 0.11614000000000001 -0.072894999999999974 -0.090824999999999989 -0.044164999999999989
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=1 2 3 5 -5 6 23 8 -8 12 11 -11 13 -3 16 -15 24 18 -17 20 21 22 -12 -1 -14
right_child=-2 9 -4 4 -6 -7 7 -9 -10 10 19 -13 14 15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0065779309273325164 -0.0028828342733492594 -0.0020694490005259817 0.012890989609340948 -0.0053510902835278889 0.0054292708378325732 0.011571039364482533 0.0041022540844072846 0.0073974782197223296 -0.0026149637126504422 -0.0098002422112298468 0.0042582242247258288 0.00025776136203968834 0.008342632317180524 0.0093882152428647406 0.00093333636324298213 0.0095569376647144533 0.0041444929989377438 -0.0011566186324152503 0.0034586105314163675 0.0081558323855582208 0.00059113131466039936 0.0084387573587653506 -0.00018225295896986748 0.011457260163243123 0.012744430705703214
leaf_weight=68 64 69 58 65 74 53 76 73 53 52 263 101 71 60 52 53 76 52 565 54 68 62 60 56 58
leaf_count=68 64 69 58 65 74 53 76 73 53 52 263 101 71 60 52 53 76 52 565 54 68 62 60 56 58
internal_value=0 0.00409414 0.00559752 0.00477741 0.00037517 0.00638722 0.00553894 0.00353066 0.00132854 0.00358846 0.00247395 -0.0031489 0.00428333 0.00353065 0.00661638 0.00406244 0.00804916 0.00358282 0.00398451 0.00417433 0.00369575 0.00423943 0.00342781 0.00879599 0.0103357
internal_weight=0 2292 576 518 139 379 326 202 129 1716 660 153 1056 799 257 730 205 670 618 507 453 385 323 124 129
internal_count=2356 2292 576 518 139 379 326 202 129 1716 660 153 1056 799 257 730 205 670 618 507 453 385 323 124 129
is_linear=0
shrinkage=0.16829


Tree=8797
num_leaves=25
num_cat=0
split_feature=1 52 15 2 14 2 1 16 52 402 2 16 16 52 132 484 2 159 52 402 15 52 15 2
split_gain=2.35729 0.564603 0.289613 0.262184 0.254998 0.217756 0.211571 0.188041 0.112679 0.110829 0.0893053 0.0859389 0.219661 0.110242 0.0800338 0.0779931 0.0770723 0.067542 0.092897 0.0614497 0.0601823 0.0275166 0.0195067 0.00817195
threshold=0.10538500000000002 -0.40011499999999994 -1.0000000180025095e-35 0.099675000000000014 0.054835000000000009 -0.0050599999999999994 0.13630500000000004 -0.083104999999999984 -0.062629999999999977 0.086055000000000006 0.08647500000000001 -0.010379999999999999 0.27552000000000004 0.047850000000000011 1.0000000180025095e-35 -0.066784999999999983 0.10559 0.08043500000000002 -0.010614999999999998 0.095950000000000021 -0.41880499999999993 -0.45478499999999994 0.095545000000000005 0.084275000000000003
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 6 4 5 -1 7 16 -9 10 17 13 -13 -5 15 -12 -3 18 -7 -11 -8 -14 -15 -21
right_child=1 2 -4 11 -6 9 20 8 -10 19 14 12 21 22 -16 -17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.00041764507364349312 0.00069196623909185582 0.00042856688561245237 0.00012885237318727106 0.00049281660546386988 0.00083922070753142061 0.00076762400673713088 0.00031636215201593217 0.00042123794706053132 0.0006246138093027767 0.0008010853932208632 0.00067566580204471449 0.0003419490593873977 0.00063040686958120199 0.00070786440936635093 0.00069925178912248721 0.00056393822191565897 0.0002742917747380057 0.00054973169271261212 0.0006474590163807716 0.00070251854958344338 0.00016266954762080756 0.00052544425177081201 0.00060986211047204955 0.00063372609990493506
leaf_weight=52 52 59 68 74 67 89 59 72 53 63 85 70 58 56 76 443 94 62 416 57 55 66 52 58
leaf_count=52 52 59 68 74 67 89 59 72 53 63 85 70 58 56 76 443 94 62 416 57 55 66 52 58
internal_value=0 0.000365441 0.000328452 0.000618721 0.000638767 0.000629156 0.000362987 0.00041226 0.000507751 0.000637283 0.00062538 0.000540365 0.000490978 0.000592814 0.000596804 0.000581991 0.000334014 0.000655759 0.000668706 0.000715385 0.000242521 0.000574824 0.000661004 0.00066813
internal_weight=0 512 460 1844 1468 1401 392 278 125 1349 1171 376 194 182 604 528 153 567 505 178 114 124 108 115
internal_count=2356 512 460 1844 1468 1401 392 278 125 1349 1171 376 194 182 604 528 153 567 505 178 114 124 108 115
is_linear=0
shrinkage=0.0032998


Tree=8798
num_leaves=23
num_cat=0
split_feature=1 1 124 15 0 16 15 1 133 42 0 0 15 15 0 16 399 42 0 0 42 16
split_gain=3.86019 0.803187 0.512958 0.45582 0.332092 0.245223 0.364782 0.230877 0.383258 0.223164 0.119303 0.0866968 0.123867 0.18244 0.121354 0.0911361 0.072934 0.0549458 0.0728387 0.0482249 0.0535142 0.0442551
threshold=0.10538500000000002 0.14262000000000002 -0.027784999999999997 -0.077559999999999976 -0.061204999999999989 0.4044600000000001 -0.025694999999999999 0.081540000000000015 0.082410000000000011 0.082755000000000009 -0.10803999999999998 -0.09194999999999999 -0.13309999999999997 0.084610000000000005 -0.11208499999999998 0.0023100000000000004 0.088190000000000018 -0.10071499999999999 -0.084044999999999995 -0.07964499999999998 0.089150000000000021 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 9 11 6 -5 8 -6 10 -2 12 -4 14 -14 16 17 -13 -19 -17 -21 -16
right_child=1 -3 4 5 7 -7 -8 -9 -10 -11 -12 15 13 -15 21 19 -18 18 -20 20 -22 -23
leaf_value=0.00058230076204119372 0.00048550318381264715 0.00022194258560583467 0.00094574183427849877 0.00080879132683708008 0.00052683674309284099 0.00088936375397912111 0.00045002527481606156 0.00086940798947642603 0.00087499569332585207 0.0006056764544555024 0.00029433796522164608 0.00099022684734105916 0.00065623817977318827 0.00093351467745781346 0.00075407254777585945 0.00076363819872594626 0.00100701408718535 0.00092321772466516093 0.00085697479406849969 0.00078473746040620739 0.00093120811553606281 0.00088734632245067988
leaf_weight=79 84 83 81 60 92 55 65 95 56 101 64 66 95 80 65 90 73 347 445 52 71 57
leaf_count=79 84 83 81 60 92 55 65 95 56 101 64 66 95 80 65 90 73 347 445 52 71 57
internal_value=0 0.000519766 0.000843841 0.000577304 0.000855527 0.000704248 0.000622515 0.000741288 0.000658811 0.000485396 0.000403075 0.000873743 0.000829003 0.000797047 0.000746574 0.000888495 0.000902989 0.000894098 0.000886042 0.000824977 0.000869572 0.000816629
internal_weight=0 512 1844 429 1765 180 125 243 148 249 148 1522 378 297 217 1144 931 858 792 213 123 122
internal_count=2356 512 1844 429 1765 180 125 243 148 249 148 1522 378 297 217 1144 931 858 792 213 123 122
is_linear=0
shrinkage=0.0032998


Tree=8799
num_leaves=33
num_cat=0
split_feature=4 3 3 39 0 48 16 4 15 51 0 52 3 42 4 4 4 50 52 52 16 16 51 3 52 3 3 42 0 15 15 16
split_gain=7.93662 3.67528 1.64584 0.914053 0.608173 0.391664 0.386866 0.614257 0.261752 0.250169 0.21298 0.437521 0.567911 0.193449 0.21376 0.166774 0.162441 0.127791 0.121078 0.114173 0.0900685 0.0836382 0.0787733 0.0518307 0.0411062 0.0227151 0.0465659 0.0464661 0.0217872 0.0233673 0.0177064 0.00573619
threshold=0.30163500000000004 -0.065259999999999999 0.30112000000000005 0.081875000000000017 -0.14666499999999996 0.081275000000000014 -0.052894999999999991 -0.030434999999999993 0.03981500000000001 -0.037059999999999989 -0.076539999999999983 -0.53937999999999986 -0.116045 0.08870500000000002 0.51286500000000013 0.0030100000000000001 -0.082184999999999994 0.10883000000000001 0.038145000000000005 0.0029250000000000005 -0.075779999999999986 -0.082354999999999984 -0.085574999999999984 -0.01223 -0.088204999999999992 -0.081359999999999988 -0.080049999999999996 0.089840000000000017 -0.085719999999999977 0.090545000000000014 -0.26424499999999995 -0.088504999999999986
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=1 4 3 6 -1 -5 18 9 10 -8 15 -12 -13 14 30 17 20 22 -3 -17 21 31 -6 -7 -14 28 -27 -28 -18 -30 -2 -10
right_child=13 2 -4 5 8 23 7 -9 16 -11 11 12 24 -15 -16 19 25 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31 -32 -33
leaf_value=0.0014248249909340428 0.00056802124454436169 0.00097917457589073264 0.00023928834209156242 0.00083169923465080994 0.001238366015531971 0.00042069491701990602 0.0011535302783748013 0.00059511947045375328 0.00122231685902894 0.00083807959896792705 0.0011687324563474124 0.00055821314793398332 0.00090466732920827908 0.00024431184418605834 0.0002728399153282053 0.0008640561599003926 0.0011579436301820531 0.00097065294296653387 0.0011940235400332855 0.001049935046028689 0.0012600660060506324 0.0010498732864327755 0.00109715986039958 0.00057252599591228227 0.0010311420717623659 0.00094592825620646161 0.0011401583058779782 0.001025257174659278 0.0011229242096703299 0.0010237670478890992 0.00047661874714394903 0.0011548640221537751
leaf_weight=52 56 72 60 61 59 52 52 74 56 61 65 52 64 86 57 73 54 77 52 79 83 95 231 52 65 53 66 132 60 76 54 75
leaf_count=52 56 72 60 61 59 52 52 74 56 61 65 52 64 86 57 73 54 77 52 79 83 95 231 52 65 53 66 132 60 76 54 75
internal_value=0 0.000991229 0.000755141 0.00082009 0.00107196 0.000620919 0.000925646 0.000830031 0.00105983 0.000983555 0.0010163 0.000935054 0.000850942 0.000372391 0.000438137 0.00105474 0.00110418 0.00109351 0.00106956 0.000960896 0.00116341 0.00112776 0.00112601 0.000496949 0.000968668 0.0010626 0.001039 0.00106374 0.00109359 0.00106777 0.000523471 0.00118397
internal_weight=0 2103 536 476 1567 165 311 187 1515 113 765 246 181 253 167 519 750 367 124 152 309 226 290 104 129 441 251 198 190 136 110 131
internal_count=2356 2103 536 476 1567 165 311 187 1515 113 765 246 181 253 167 519 750 367 124 152 309 226 290 104 129 441 251 198 190 136 110 131
is_linear=0
shrinkage=0.0032998


Tree=8800
num_leaves=19
num_cat=0
split_feature=15 3 123 2 14 15 2 43 3 3 13 52 13 12 2 3 133 52
split_gain=2.86733 1.51173 0.708375 0.451953 0.270421 0.223047 0.215075 0.252412 0.181456 0.157373 0.137988 0.141945 0.130233 0.100112 0.197824 0.0893127 0.06831 0.0674563
threshold=-0.24269999999999997 0.25468500000000005 1.0000000180025095e-35 0.10836000000000003 0.076175000000000007 -0.089734999999999995 0.12708000000000003 -0.049914999999999994 -0.081224999999999978 -0.080634999999999984 -0.083669999999999981 0.10744000000000002 -0.011834999999999998 0.097360000000000016 0.12330500000000001 0.102425 -0.011534999999999998 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 8 -5 7 -1 10 -10 16 -12 -4 17 -15 -11 -2 -7
right_child=1 -3 12 5 -6 13 -8 -9 9 15 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00014395885133554014 0.00066613301222356218 9.6153437591094124e-05 0.0005158830867261411 0.00036250247560600825 0.00091624562825768112 0.0007458292464931662 9.0848034844548574e-05 0.00045932138953304574 0.0004683708126050326 0.00066513118812812453 0.00069799922565331551 0.00052680210002809566 0.0002953124111585755 0.00064727800132076212 0.00037703082858379688 0.00052163697856740486 0.0007963880791865708 0.00057715749776771021
leaf_weight=52 59 55 58 59 55 57 83 60 56 589 580 60 61 66 55 54 232 53
leaf_count=52 59 55 58 59 55 57 83 60 56 589 580 60 61 66 55 54 232 53
internal_value=0 0.00063693 0.000651117 0.000666042 0.000686832 0.000545128 0.000218749 0.000313218 0.000679069 0.000638383 0.000709578 0.000682005 0.000403113 0.000591621 0.00052473 0.000653135 0.0007701 0.00066488
internal_weight=0 2149 2094 1975 1685 290 195 112 1630 699 931 640 119 231 121 643 291 110
internal_count=2344 2149 2094 1975 1685 290 195 112 1630 699 931 640 119 231 121 643 291 110
is_linear=0
shrinkage=0.0032998


Tree=8801
num_leaves=10
num_cat=0
split_feature=3 40 393 16 151 15 124 1212 474
split_gain=0.117067 0.0802735 0.0815731 0.13323 0.0619496 0.046011 0.0678932 0.0460969 0.0425658
threshold=0.31343500000000007 -0.08440499999999998 0.084845000000000018 -0.084499999999999978 0.059255000000000009 -0.41309499999999993 -0.083034999999999984 0.11930500000000001 0.023345000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 8 -8
right_child=-2 2 3 -5 -6 6 7 -9 -10
leaf_value=0.00051522015522668778 -0.00096323308093128964 0.0018924918294131936 0.0070489715821492049 -0.0049345435973788968 0.010321383251367182 0.011761166561920972 0.0052474447124365086 0.010390927817250283 0.0076986317024957214
leaf_weight=89 82 86 53 52 88 55 1545 59 235
leaf_count=89 82 86 53 52 88 55 1545 59 235
internal_value=0 0.00549119 0.00569417 0.00109717 0.00592671 0.00573048 0.0059038 0.00572764 0.00557207
internal_weight=0 2262 2173 105 2068 1980 1894 1839 1780
internal_count=2344 2262 2173 105 2068 1980 1894 1839 1780
is_linear=0
shrinkage=0.16829


Tree=8802
num_leaves=22
num_cat=0
split_feature=1 3 39 3 3 3 4 4 3 4 39 4 0 3 3 3 3 3 151 3 0
split_gain=7.34666 1.14617 0.812141 0.593788 1.27731 0.588936 0.417606 0.338165 0.276685 0.2589 0.257829 0.228736 0.188294 0.142096 0.0976876 0.124639 0.0880264 0.0591149 0.0535265 0.0730722 0.0234007
threshold=0.10439500000000002 -0.06340999999999998 0.081875000000000017 0.31343500000000007 0.077930000000000013 0.102425 0.30163500000000004 0.04105000000000001 -0.049509999999999992 0.25472500000000003 0.099745000000000014 0.012315000000000001 -0.083264999999999992 0.086245000000000016 -0.072419999999999984 -0.099169999999999994 -0.082879999999999995 -0.072739999999999985 -0.083694999999999978 -0.081604999999999997 -0.095264999999999989
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=2 6 5 4 10 7 16 8 12 -6 11 -3 18 -10 15 -14 -2 20 -1 -20 -9
right_child=1 3 -4 -5 9 -7 -8 17 13 -11 -12 -13 14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00093574067859198524 0.00074193037426667117 0.00020895212031099935 0.00063770778428969195 0.00013156308407284302 0.00091083858362677025 0.00060771641881389004 0.0004940133522411172 0.00083802109880999848 0.0012745105658328705 0.00058008091329606374 8.5499470434454821e-05 0.0005053540133988497 0.00085932004185092193 0.0010265960251785065 0.00082862999447845336 0.00097392153373049013 0.00093611388429925256 0.0007592449985567894 0.0010574117850984262 0.00097333928095107278 0.00093008375600238207
leaf_weight=91 53 54 93 78 52 52 59 79 52 53 52 61 138 54 88 506 55 68 344 191 71
leaf_count=91 53 54 93 78 52 52 59 79 52 53 52 61 138 54 88 506 55 68 344 191 71
internal_value=0 0.000493545 0.000939261 0.000386006 0.000458841 0.000955414 0.000718718 0.000966142 0.000984342 0.00074422 0.0002792 0.00036648 0.000971499 0.00114855 0.000934946 0.000949419 0.000841146 0.000843756 0.00101419 0.00102746 0.000881832
internal_weight=0 517 1827 350 272 1734 167 1682 1464 105 167 115 1358 106 732 644 108 218 626 535 150
internal_count=2344 517 1827 350 272 1734 167 1682 1464 105 167 115 1358 106 732 644 108 218 626 535 150
is_linear=0
shrinkage=0.0032998


Tree=8803
num_leaves=25
num_cat=0
split_feature=1 42 52 16 16 4 3 48 52 52 52 3 16 52 4 3 16 157 2 150 2 151 52 402
split_gain=0.182782 0.0922814 0.079402 0.158731 0.203986 0.143709 0.115148 0.0796735 0.0634328 0.0951368 0.0942334 0.0992731 0.0756619 0.0979908 0.0932041 0.0582673 0.0675187 0.0587083 0.0465241 0.0341731 0.0327049 0.0316935 0.031339 0.0259692
threshold=0.10293500000000001 0.10725000000000001 0.12371000000000001 0.022165000000000004 -0.059624999999999991 0.50373500000000015 -0.017449999999999997 0.091220000000000009 0.40945500000000007 0.085235000000000019 0.070205000000000017 0.09037000000000002 -0.018199999999999997 0.088635000000000005 -0.084489999999999996 -0.038414999999999998 -0.013024999999999998 -0.082189999999999999 0.10124000000000001 0.083435000000000023 0.091595000000000024 -0.0052199999999999989 0.23893500000000004 -0.0088649999999999979
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=8 2 3 4 5 7 -5 -2 9 10 11 15 13 14 -11 17 -17 21 22 -19 -10 -1 23 -15
right_child=1 -3 -4 6 -6 -7 -8 -9 20 12 -12 -13 -14 18 -16 16 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.0055839538433392769 0.0073701529627962269 -0.0042173916578648468 0.0078291794022204639 0.0026473539200064632 -0.0099005784582752859 -0.0055488990543329864 0.012030273002359834 -0.00068548491689773947 -0.0010444691654540779 0.0069943168233683427 -0.00093573759777450249 -0.00052400622620739639 0.013649776807246944 0.0025008368042820956 0.016113584418922619 0.0059776052261281765 0.01355185111222356 0.0052851434379717821 0.0099432788384478856 0.00077675845120281676 0.0044243187767099169 0.011042015623046466 0.00085676651813728841 0.0068472260248259162
leaf_weight=52 99 55 82 96 52 54 61 53 52 71 65 69 61 57 59 78 60 720 57 52 75 78 52 134
leaf_count=52 99 55 82 96 52 54 61 53 52 71 65 69 61 57 59 78 60 720 57 52 75 78 52 134
internal_value=0 0.00230992 0.00303587 0.00208443 -0.000476561 0.0018936 0.00630439 0.00454946 0.00581838 0.00609551 0.00526841 0.00563366 0.00806947 0.00727366 0.0111469 0.00604393 0.00928377 0.00554626 0.00558928 0.0049838 0.00217098 0.00887261 0.00456058 0.00555954
internal_weight=0 552 497 415 258 206 157 152 1792 1665 1174 1109 491 430 130 1040 138 902 300 772 127 130 243 191
internal_count=2344 552 497 415 258 206 157 152 1792 1665 1174 1109 491 430 130 1040 138 902 300 772 127 130 243 191
is_linear=0
shrinkage=0.16829


Tree=8804
num_leaves=20
num_cat=0
split_feature=4 15 12 15 2 52 3 4 0 3 159 1212 52 1204 12 479 1419 1213 1212
split_gain=0.103325 0.0907757 0.100784 0.076162 0.0700468 0.0655836 0.0713549 0.140876 0.125717 0.117367 0.069202 0.0495832 0.0824092 0.0738915 0.046042 0.0320877 0.0349954 0.023677 0.0135441
threshold=0.50373500000000015 -0.14701499999999998 0.082780000000000006 -0.4680149999999999 0.12358500000000001 -0.089014999999999983 -0.0047649999999999993 -0.015104999999999999 -0.22607999999999998 0.11372500000000001 0.040035000000000008 0.037395000000000005 0.085775000000000004 -0.080654999999999991 0.082780000000000006 0.078750000000000014 0.086325000000000013 -0.023164999999999995 0.090240000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 5 -2 11 10 7 -7 -8 -10 -3 13 17 -4 -1 16 -15 -13 -14
right_child=3 2 4 -5 -6 6 8 -9 9 -11 -12 12 18 15 -16 -17 -18 -19 -20
leaf_value=0.011141335977218128 0.0031837755766638016 0.0089135984826993302 -0.00059457571543760962 -0.0046729790647882822 -0.00064077794390853514 -0.0077993823062192155 -0.0036025761677119517 0.0021904496617339217 0.010762551122067695 0.00010631012411588162 0.0013135522227748519 0.0064393271152456896 0.012826604062042463 0.004880401281501784 0.0054027512878301945 0.00085544813068031127 0.009312416699352068 0.002102708812372108 0.0087956359498861936
leaf_weight=81 80 68 73 62 64 66 54 101 68 52 69 87 52 1063 81 54 54 63 52
leaf_count=81 80 68 73 62 64 66 54 101 68 52 69 87 52 1063 81 54 54 63 52
internal_value=0 0.00443773 0.00413148 -0.000233986 0.00478665 0.00198676 0.00073114 -0.00174687 0.00311978 0.00615982 0.00509895 0.00501973 0.00717495 0.00457823 0.00828313 0.00490224 0.00509627 0.00462992 0.0108284
internal_weight=0 2202 2040 142 1562 478 341 167 174 120 137 1498 254 1244 162 1171 1117 150 104
internal_count=2344 2202 2040 142 1562 478 341 167 174 120 137 1498 254 1244 162 1171 1117 150 104
is_linear=0
shrinkage=0.16829


Tree=8805
num_leaves=24
num_cat=0
split_feature=1 52 12 1 12 14 1 13 52 0 160 52 0 12 457 0 16 0 42 43 15 16 133
split_gain=6.98735 1.13007 0.55546 0.490215 0.609233 0.436831 0.263746 0.210716 0.180052 0.224331 0.124813 0.120116 0.277501 0.0946652 0.105568 0.234841 0.128173 0.0852262 0.0661197 0.0644453 0.048416 0.036466 0.0273679
threshold=0.10538500000000002 -0.40011499999999994 -0.029844999999999997 0.13662500000000002 0.089545000000000013 0.062655000000000016 0.092655000000000015 0.016935000000000002 -0.079324999999999993 -0.082064999999999985 0.11281500000000001 -0.14715499999999998 -0.070064999999999975 0.088125000000000023 -0.0056599999999999992 -0.14454499999999995 -0.0101 -0.065794999999999979 -0.020484999999999996 -0.06656999999999999 0.079575000000000021 -0.50327499999999992 -0.10298999999999998
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 -2 6 4 8 7 -1 10 -3 21 13 -9 20 14 16 -16 -4 -5 22 -20 -13 -10 -15
right_child=1 3 5 17 -6 -7 -8 11 9 -11 -12 12 -14 18 15 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00075502406208432051 0.0008403410050874902 0.00014183357994952361 0.00066231972963223752 0.00024687511585976517 0.00062962055722658606 0.0011135122310088408 0.00042338260454917226 0.00087182263966466722 0.00033346855715867197 0.00051782238726894231 0.00071637225545543985 0.00069699714056139627 0.00049092255894624007 0.00082295438893544048 0.0011122115902658899 0.00087717043125979755 0.00089741289403523039 6.9111609052031908e-05 0.0008518831539184573 0.00077365010853937786 0.00083027845782775633 0.00021255443202088876 0.00091843148459108453
leaf_weight=54 53 55 52 54 89 62 52 59 55 63 81 55 52 63 52 540 53 66 206 311 81 59 106
leaf_count=54 53 55 52 54 89 62 52 59 55 63 81 55 52 63 52 540 53 66 206 311 81 59 106
internal_value=0 0.000384653 0.000825831 0.000329808 0.000397141 0.000839751 0.000592664 0.00082981 0.000307805 0.000359179 0.000845022 0.000739509 0.000697797 0.000852531 0.000880368 0.000897875 0.000781321 0.000149399 0.000824196 0.00080489 0.000776637 0.000271199 0.000883048
internal_weight=0 494 1879 441 321 1773 106 1711 232 177 1464 247 188 1383 697 592 105 120 686 517 136 114 169
internal_count=2373 494 1879 441 321 1773 106 1711 232 177 1464 247 188 1383 697 592 105 120 686 517 136 114 169
is_linear=0
shrinkage=0.0032998


Tree=8806
num_leaves=17
num_cat=0
split_feature=1 151 52 3 48 151 1 0 52 12 15 0 43 13 12 12
split_gain=0.0884061 0.0770966 0.0676369 0.0942561 0.0521055 0.0799684 0.125406 0.0660981 0.0676486 0.134072 0.0953217 0.0907094 0.0799695 0.0926134 0.0504576 0.0490742
threshold=0.11869500000000001 -0.22321999999999997 -0.065699999999999981 0.12991000000000003 -0.080024999999999985 1.0000000180025095e-35 0.087135000000000004 0.09395000000000002 -0.080064999999999983 0.083785000000000012 0.079575000000000021 -0.064539999999999986 -0.097279999999999991 -0.009329999999999998 -1.0000000180025095e-35 0.09525500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 14 -3 7 -7 8 12 10 -10 -11 -6 -14 -4 -9
right_child=2 4 3 -5 5 6 -8 15 9 11 -12 -13 13 -15 -16 -17
leaf_value=0.010858572811253905 -0.0032360172720873686 0.0088627453634350598 0.0032875983280874913 0.0072274847142337548 0.007991347441754627 0.0055795324783924141 -0.0060512667860287174 0.012301316579988541 0.0066421236036133509 0.0043944912412539564 0.014828630245804754 -0.0022586937776495801 0.0033454152637714912 -0.0024430725918412667 -0.0038539411825689257 0.0049090010881191609
leaf_weight=54 69 72 56 82 60 52 53 52 188 1070 52 61 224 120 56 52
leaf_count=54 69 72 56 82 60 52 53 52 188 1070 52 61 224 120 56 52
internal_value=0 0.00455897 0.00127702 0.00289144 0.00439264 0.00422952 -0.000274142 0.00448214 0.00423854 0.00480374 0.00842335 0.00403407 0.00231605 0.00132095 -0.00026713 0.00862243
internal_weight=0 2110 263 194 2056 1984 105 1879 1775 1371 240 1131 404 344 112 104
internal_count=2373 2110 263 194 2056 1984 105 1879 1775 1371 240 1131 404 344 112 104
is_linear=0
shrinkage=0.16829


Tree=8807
num_leaves=14
num_cat=0
split_feature=1 14 34 1 1 51 160 13 1456 12 13 52 1456
split_gain=0.0693676 0.0665348 0.0616088 0.0631639 0.0797413 0.0707066 0.0550626 0.0581266 0.0497012 0.0468931 0.0436674 0.0388574 0.0284501
threshold=0.13662500000000002 -0.10708499999999999 -1.0000000180025095e-35 0.089370000000000019 0.091585000000000014 -0.06512999999999998 0.082870000000000013 -0.081029999999999977 0.090155000000000013 -0.016554999999999997 -0.11122999999999998 0.40945500000000007 -0.090954999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 -5 -6 7 -7 10 -2 -4 12 -12
right_child=9 2 3 4 5 6 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0086852781274677007 0.0025494665274615638 0.0084643406941474937 0.0078887999175306645 -0.0025408158746891888 0.006736587324725922 -0.00066540443144223489 -0.0025624096591514694 0.0039336174588185868 0.0085566115379036474 -0.0039811057482165265 9.3052159876339438e-05 0.00013514724591916216 0.0039753210706927333
leaf_weight=74 70 70 70 94 103 108 68 273 65 56 57 89 1176
leaf_count=74 70 70 70 94 103 108 68 273 65 56 57 89 1176
internal_value=0 0.00370614 0.00353576 0.00337085 0.0019802 0.00275334 0.00183558 0.00262524 0.0039862 -0.000338751 0.00377149 0.00355212 0.00379731
internal_weight=0 2247 2173 2103 646 552 449 381 1457 126 1392 1322 1233
internal_count=2373 2247 2173 2103 646 552 449 381 1457 126 1392 1322 1233
is_linear=0
shrinkage=0.16829


Tree=8808
num_leaves=22
num_cat=0
split_feature=2 12 2 16 12 41 43 16 52 52 2 157 16 457 43 12 13 43 12 130 12
split_gain=3.0712 1.49595 0.643429 0.431566 0.258838 0.332015 0.255353 0.184174 0.179527 0.327452 0.179127 0.178093 0.167901 0.162355 0.117049 0.112996 0.10107 0.100824 0.085332 0.0546141 0.0256483
threshold=0.13290500000000002 -0.041134999999999991 0.10272000000000002 -0.50624499999999995 0.092495000000000008 0.075585000000000013 -0.049364999999999992 0.19022000000000003 -0.45478499999999994 0.044705000000000002 0.14721500000000001 -0.085709999999999995 -0.092364999999999989 0.087495000000000017 -0.046639999999999994 0.090775000000000008 -0.0082249999999999979 -0.081204999999999986 0.084555000000000005 0.012250000000000002 0.094545000000000018
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 6 4 -4 5 11 17 12 -5 15 -2 18 -6 16 -12 -10 -13 -1 -3 20 -14
right_child=10 2 3 8 7 -7 -8 -9 9 -11 14 13 19 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00041191299736718527 0.00036484306732319504 0.00098169693001310212 0.00031383050067911885 0.00076012283053097885 0.00057418661356599442 0.0010270248153555642 0.00060990183536511154 0.00051735537491864241 0.00038958127736866819 0.00073179382137245953 0.00026761426797432069 0.00073117651109228692 0.0007759783233054875 0.00056132244479912999 4.8317198243169234e-05 0.00058830170495489031 0.00080839719741566301 0.00023172188447003565 0.00079178311926731478 0.00082663273382071491 0.00069241695307329472
leaf_weight=93 77 54 53 93 86 53 55 69 73 97 52 670 66 52 55 57 272 55 56 69 166
leaf_count=93 77 54 53 93 86 53 55 69 73 97 52 670 66 52 55 57 272 55 56 69 166
internal_value=0 0.000687313 0.000714917 0.000590944 0.000743564 0.000770027 0.000417082 0.000676342 0.00063673 0.000586022 0.000243135 0.000757657 0.000704597 0.000743492 0.000155221 0.000476984 0.000753511 0.000345188 0.000885334 0.000741741 0.000716341
internal_weight=0 2189 1986 373 1613 1157 203 456 320 227 184 1104 387 994 107 130 942 148 110 301 232
internal_count=2373 2189 1986 373 1613 1157 203 456 320 227 184 1104 387 994 107 130 942 148 110 301 232
is_linear=0
shrinkage=0.0032998


Tree=8809
num_leaves=19
num_cat=0
split_feature=2 14 15 0 3 52 1 160 3 40 2 3 0 1 1456 2 1212 3
split_gain=0.0994477 0.0683265 0.0609708 0.0754734 0.0582952 0.103936 0.0620721 0.0825143 0.0814773 0.109977 0.0497436 0.0490559 0.0448815 0.0978686 0.0491737 0.074245 0.0322855 0.0277994
threshold=0.098215000000000011 0.062655000000000016 -0.41971499999999995 -0.014334999999999999 -0.091649999999999995 -0.090234999999999996 0.10684 -0.075929999999999984 0.12991000000000003 -0.061244999999999994 0.11500500000000001 -0.072894999999999988 -0.067969999999999989 0.10019500000000002 -0.011624999999999998 0.085600000000000023 0.083355000000000026 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 -2 7 -6 9 -8 11 -9 13 14 15 -4 -16 -13
right_child=4 -3 3 -5 6 -7 8 10 -10 -11 -12 17 -14 -15 16 -17 -18 -19
leaf_value=-0.001757658220401401 0.003152480769003374 0.0096019490504876161 -0.0039795555141787691 0.0089678902813690418 0.0093037438133272785 -0.0055572455015403819 0.002472294273548658 0.0047286163430115824 0.0038324306236401377 -0.007831076705916068 0.005847867358959806 -0.0035023170505923025 0.00033108852175598173 0.0095874125307157231 0.0044306587306304126 0.0040286006120536762 0.0020102676920986371 0.0017608041870432851
leaf_weight=52 78 62 57 85 66 77 58 64 100 59 91 62 100 85 958 77 190 52
leaf_count=52 78 62 57 85 66 77 58 64 100 59 91 62 100 85 958 77 190 52
internal_value=0 0.00410043 0.00388665 0.00407692 0.0017132 -0.0011627 0.00252399 0.00396073 0.000297708 -0.00270807 0.00264313 0.000994661 0.00379231 0.00404419 0.00367526 0.000608739 0.00403164 -0.00108584
internal_weight=0 1666 1604 1552 707 155 552 335 217 117 269 178 1467 1367 1282 134 1148 114
internal_count=2373 1666 1604 1552 707 155 552 335 217 117 269 178 1467 1367 1282 134 1148 114
is_linear=0
shrinkage=0.16829


Tree=8810
num_leaves=23
num_cat=0
split_feature=3 124 0 49 3 12 4 4 52 2 16 402 12 4 0 2 4 43 159 49 49 12
split_gain=0.196845 0.118995 0.0816225 0.0714521 0.169911 0.071054 0.19975 0.396325 0.122165 0.117698 0.0893092 0.0774638 0.0665792 0.102634 0.06364 0.0562495 0.0388654 0.0559858 0.0484241 0.0284341 0.0122942 0.00308169
threshold=0.31299000000000005 -0.076779999999999987 -0.092319999999999985 -0.062709999999999974 -0.065464999999999982 0.084115000000000009 -0.016164999999999995 -0.08347499999999998 0.024560000000000002 0.086915000000000006 -0.012324999999999997 -0.088189999999999991 0.08598500000000002 -0.082024999999999987 -0.07409499999999998 0.087830000000000005 -0.0076349999999999986 -0.0094899999999999984 0.0055900000000000004 1.0000000180025095e-35 0.0029050000000000005 0.089125000000000024
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 2 -1 4 15 6 7 8 -5 -8 19 14 13 -13 21 -3 18 -18 -14 -11 -15 -7
right_child=-2 3 -4 5 -6 11 9 -9 -10 10 -12 12 16 20 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0018141461973426351 -0.0051331411107177708 0.0062012037748565311 -0.0056143037905706491 -0.0020938375632308516 0.012525477893478489 0.0016304254501597641 0.0089037993026540915 -0.015110911304805059 0.007982960299531279 0.0015952064753321858 -0.0042761141436940941 0.01269358322713777 0.0034794528795792342 0.0055202749428854298 -0.0039069355277082376 -0.0010675808320062771 0 0.0043185425495336823 0.0078826960868936674 0.0068302331407328219 0.0019542278417201348 0.0035493142615241721
leaf_weight=90 95 55 78 95 73 52 90 56 53 67 54 57 670 63 71 66 204 145 80 54 52 53
leaf_count=90 95 55 78 95 73 52 90 56 53 67 54 57 670 63 71 66 204 145 80 54 52 53
internal_value=0 0.00267951 -0.00162408 0.00302301 0.00610807 0.0027097 0.000904295 -0.00304916 0.00150261 0.00395449 0.00139886 0.00329363 0.00375184 0.00684026 -5.13332e-06 0.00222156 0.00326684 0.00179031 0.00395153 0.00394635 0.00392342 0.00261612
internal_weight=0 2278 168 2110 194 1916 469 204 148 265 175 1447 1271 172 176 121 1099 349 750 121 115 105
internal_count=2373 2278 168 2110 194 1916 469 204 148 265 175 1447 1271 172 176 121 1099 349 750 121 115 105
is_linear=0
shrinkage=0.16829


Tree=8811
num_leaves=22
num_cat=0
split_feature=4 123 0 4 0 0 11 16 0 14 16 4 11 4 4 4 1375 1213 0 133 0
split_gain=4.50224 0.852683 0.349706 0.927323 0.399573 0.384531 1.15082 0.264858 0.303004 0.209922 0.350842 0.145998 0.141257 0.132534 0.10913 0.0603412 0.0600015 0.0520098 0.0719553 0.0477804 0.0190329
threshold=0.30163500000000004 1.0000000180025095e-35 -0.060199999999999997 -0.42305999999999994 -0.040094999999999992 -0.10075499999999998 0.074925000000000005 -0.095229999999999995 -0.14803999999999998 -0.42214499999999994 -0.49181999999999998 -0.0052149999999999992 0.081365000000000007 0.0082450000000000006 0.41939500000000002 0.22738500000000003 -1.0000000180025095e-35 0.104315 -0.086284999999999987 0.089725000000000013 -0.080689999999999984
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 2 5 12 -5 6 7 15 -9 -2 14 -3 -4 16 -11 -1 -7 18 -18 20 -15
right_child=9 11 3 4 -6 13 -8 8 -10 10 -12 -13 -14 19 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0007437103693866393 0.00045508885920041414 0.00056944898783691889 0.00093860246250288904 0.00063868455349603052 0.00031498958547277682 0.00092507338369220095 0.001085627008240596 0.00065864431418595959 0.00032921918093400823 0.00024094591057651393 5.5888716575593084e-05 0.00034075496064184518 0.00071810016855444129 0.00080150163926560782 0.00044297175351959303 0.00060258835339739255 0.00085388624064283399 0.00071865377754485259 0.00079302738504734185 0.00062738366451677323 0.0007014625576136545
leaf_weight=75 55 77 84 89 79 52 60 53 73 62 81 52 54 52 57 67 328 77 737 57 52
leaf_count=75 55 77 84 89 79 52 60 53 73 62 81 52 54 52 57 67 328 77 737 57 52
internal_value=0 0.00073826 0.000755152 0.000651807 0.000486681 0.000773921 0.000671864 0.000579099 0.000468067 0.000273924 0.000223927 0.000477535 0.000852574 0.0007986 0.000338011 0.000677373 0.000810789 0.000805554 0.000811804 0.000707984 0.000751821
internal_weight=0 2118 1989 306 168 1683 328 268 126 255 200 129 138 1355 119 142 1194 1142 1065 161 104
internal_count=2373 2118 1989 306 168 1683 328 268 126 255 200 129 138 1355 119 142 1194 1142 1065 161 104
is_linear=0
shrinkage=0.0032998


Tree=8812
num_leaves=25
num_cat=0
split_feature=4 12 150 43 12 12 11 150 4 49 4 43 15 52 52 43 12 403 15 15 52 49 15 4
split_gain=4.68411 1.92603 0.538693 0.646148 0.398422 0.382333 0.307778 0.228519 0.172544 0.149085 0.171993 0.137861 0.114773 0.104753 0.118758 0.0756543 0.0701681 0.0683377 0.0597044 0.0576942 0.0543883 0.0360137 0.0317344 0.0226973
threshold=0.30163500000000004 0.077755000000000005 0.091105000000000005 -0.031974999999999996 0.096370000000000025 -0.08731499999999999 1.0000000180025095e-35 0.081245000000000026 -0.060264999999999992 0.092625000000000013 -1.0000000180025095e-35 -0.086949999999999986 -0.069404999999999981 -0.085924999999999987 -0.14488499999999996 -0.097279999999999991 0.087045000000000025 -0.10802999999999999 -0.42759999999999992 0.087505000000000013 -0.0082999999999999984 -0.065249999999999989 0.095970000000000014 0.0063250000000000008
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 2 3 11 6 -2 13 18 22 10 -5 -1 23 14 16 -15 -3 19 -7 -17 -14 -19 -6 -10
right_child=5 4 -4 9 8 7 -8 -9 12 -11 -12 -13 20 15 -16 17 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.00079937531309479039 0.00031113056856725552 0.0011551677976740205 0.00052715420185397782 0.00093329113566979652 0.0010905232026574686 0.00059875804717647455 0.0012725923285053879 0.00079179961274899351 0.0010410840859750984 0.00082814642112289858 0.0011597523702674116 0.00058475891125184124 0.00077239037159440832 0.0011944689759230817 0.00088827009456254901 0.00091888065430784235 0.0010005426815653542 0.0010024226138822868 0.00045675929599174467 0.0010645569596024588 0.00090781670033307895 0.0010953159384985347 0.00098896061389985444 0.00093513699486178425
leaf_weight=58 66 54 65 103 97 73 88 52 58 67 60 80 66 68 72 57 100 59 64 78 77 686 70 55
leaf_count=58 66 54 65 103 97 73 88 52 58 67 60 80 66 68 72 57 100 59 64 78 77 686 70 55
internal_value=0 0.00100215 0.000805509 0.00085458 0.00105266 0.000528454 0.00108227 0.000604159 0.000964253 0.000962045 0.00101687 0.000675215 0.000909378 0.00106797 0.00100203 0.00108366 0.00105499 0.00107505 0.00053268 0.00100331 0.000845559 0.00108801 0.00104816 0.000989829
internal_weight=0 2118 433 368 1685 255 1262 189 423 230 163 138 256 1174 226 948 154 880 137 135 143 745 167 113
internal_count=2373 2118 433 368 1685 255 1262 189 423 230 163 138 256 1174 226 948 154 880 137 135 143 745 167 113
is_linear=0
shrinkage=0.0032998


Tree=8813
num_leaves=24
num_cat=0
split_feature=12 3 43 2 2 12 11 43 3 12 42 43 50 403 48 2 160 43 3 2 2 3 2
split_gain=3.39781 1.19661 1.05376 0.991029 0.2372 0.222133 0.217517 0.18006 0.109487 0.101197 0.0877656 0.0659366 0.068942 0.0719561 0.0530547 0.0873625 0.038276 0.0393054 0.0285465 0.0253333 0.0240715 0.0214101 0.0332735
threshold=0.077755000000000005 0.30835000000000007 -0.031974999999999996 0.12358500000000001 0.092155000000000015 0.093670000000000017 1.0000000180025095e-35 -0.095564999999999983 -0.097574999999999981 -0.089089999999999989 0.097020000000000009 -0.097279999999999991 0.083090000000000011 -0.10802999999999999 0.037750000000000006 0.11444000000000001 -0.026164999999999997 0.0047850000000000011 -0.082844999999999988 0.085355000000000014 0.083365000000000009 -0.10919499999999999 0.097880000000000009
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=1 2 7 5 19 6 8 -1 -2 -9 16 -10 13 -13 15 -6 -7 21 -14 -4 -12 -18 -23
right_child=3 -3 4 -5 14 10 -8 9 11 -11 20 12 18 -15 -16 -17 17 -19 -20 -21 -22 22 -24
leaf_value=0.00041438959514325117 0.00055409493520507428 3.0083651435252112e-05 0.00063207957053775486 0.00029986236367325798 0.00052492641202214719 0.00057440397993423415 0.00086612197922132856 0.00028808029597258511 0.00080832800154984519 0.00012502258780106379 0.00048928731625593955 0.00058264978969978297 0.00078842059922457769 0.00068453893652244526 0.00056614434713978933 0.00034501238447297582 0.00068529311987898219 0.00072680320469810432 0.00070633287961764809 0.00074324251137837505 0.00058200511499830658 0.00065006093379564329 0.00054090390400519332
leaf_weight=64 67 95 52 82 73 79 80 85 56 83 58 92 91 615 72 52 77 79 132 53 88 95 53
leaf_count=64 67 95 52 82 73 79 80 85 56 83 58 92 91 615 72 52 77 79 132 53 88 95 53
internal_value=0 0.000371712 0.000432423 0.000654772 0.000561005 0.000672261 0.000698561 0.000264893 0.000685797 0.000207732 0.000615866 0.000694711 0.000687831 0.00067133 0.000492859 0.000450364 0.000642631 0.000660245 0.000739989 0.000688526 0.000545413 0.000636719 0.000611209
internal_weight=0 629 534 1744 302 1662 1133 232 1053 168 529 986 930 707 197 125 383 304 223 105 146 225 148
internal_count=2373 629 534 1744 302 1662 1133 232 1053 168 529 986 930 707 197 125 383 304 223 105 146 225 148
is_linear=0
shrinkage=0.0032998


Tree=8814
num_leaves=11
num_cat=0
split_feature=40 31 15 150 151 1 11 12 1429 1429
split_gain=0.127798 0.136425 0.075381 0.0598672 0.0603225 0.105493 0.0514185 0.137847 0.0773253 0.0424026
threshold=0.051255000000000002 -0.018414999999999997 -0.45015499999999992 -0.088794999999999985 -0.086654999999999982 0.092900000000000024 0.075910000000000019 0.095165000000000013 0.084770000000000012 -0.069929999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 8 -8 9 -6
right_child=-2 2 3 4 6 -7 7 -9 -10 -11
leaf_value=-0.0045577108049494495 -0.0038622141366046118 -0.00074662106053511354 0.0095251805690296995 0.0040900728944832446 0.0088391761113034775 -0.0050881907798129861 0.012312779803681836 0.0022414658773960519 -0.00039801918412556625 0.0042170861824457001
leaf_weight=53 62 88 60 103 59 54 78 77 101 1638
leaf_count=53 62 88 60 103 59 54 78 77 101 1638
internal_value=0 0.00386605 0.00406457 0.00426051 0.00410995 0.000921775 0.00436533 0.0073212 0.00410951 0.00437884
internal_weight=0 2311 2258 2170 2110 157 1953 155 1798 1697
internal_count=2373 2311 2258 2170 2110 157 1953 155 1798 1697
is_linear=0
shrinkage=0.16829


Tree=8815
num_leaves=10
num_cat=0
split_feature=14 1348 0 0 1 151 14 1 41
split_gain=0.116447 0.112342 0.107009 0.115707 0.101463 0.0899141 0.0777806 0.120511 0.0986403
threshold=0.019675000000000002 1.0000000180025095e-35 -0.22384499999999996 -0.13972999999999997 0.10846000000000001 0.085465000000000013 -0.30192499999999994 0.13962500000000003 0.077300000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 8 -8
right_child=-2 -3 3 5 -6 -7 7 -9 -10
leaf_value=0.0096042382799025969 0.0094808395189300704 -0.0041021193447976084 0.0033603465632611128 -0.0024381960255169671 -0.0053804162300909331 0.010171392848799126 0.0035110525546272761 0.011513755600471064 -0.0034713043497493668
leaf_weight=76 87 58 70 64 81 56 1735 52 59
leaf_count=76 87 58 70 64 81 56 1735 52 59
internal_value=0 0.00319438 0.00338817 0.00316417 -0.00131651 0.00350923 0.00331295 0.00351332 0.00328042
internal_weight=0 2251 2193 2117 151 1966 1910 1846 1794
internal_count=2338 2251 2193 2117 151 1966 1910 1846 1794
is_linear=0
shrinkage=0.16829


Tree=8816
num_leaves=19
num_cat=0
split_feature=4 150 4 4 0 150 42 52 3 3 4 3 159 2 12 52 0 16
split_gain=0.0967178 0.119607 0.122799 0.0763084 0.0484175 0.050521 0.115751 0.0628142 0.119849 0.094773 0.162319 0.0720705 0.0555072 0.0572219 0.0519158 0.0449199 0.0446101 0.022177
threshold=0.30163500000000004 0.081245000000000026 0.50230500000000011 0.51400500000000016 -0.16802499999999995 0.085395000000000013 0.083725000000000008 0.14564000000000002 -0.0047649999999999993 -0.14265999999999998 -0.099704999999999974 -0.24154499999999998 -0.094099999999999989 0.093595000000000025 0.083425000000000013 0.51339500000000016 -0.084699999999999984 -0.054549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 7 -7 8 9 11 -11 -6 15 -14 -12 -9 -8 -10
right_child=1 -3 3 -5 5 6 16 12 17 10 14 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0071747719970819699 -0.0090048703565667205 0.0065515942415750117 0.0045896314728839701 -0.0033616152333635582 0.0026378870281188369 -0.004335166489799069 0.00075663942653627237 0.005906197118997601 0.011268289525905742 -0.0061114034110884684 0.006544587423509907 0.010277502838125101 0.001883559382170798 -0.0058115203468056681 0.0028570246052140513 0 0.0074026593402951903 0.0066974156102945059
leaf_weight=85 55 56 65 72 58 82 61 75 55 55 121 91 54 55 1097 72 55 74
leaf_count=85 55 56 65 72 58 82 61 75 55 55 121 91 54 55 1097 72 55 74
internal_value=0 -0.000283437 -0.00228634 0.00039776 0.00322505 0.00305671 0.000494028 0.00333652 0.00373999 0.00329238 0.00282005 0.00731575 0.000885044 -0.0019828 0.00322483 0.00302376 0.00392326 0.00866017
internal_weight=0 248 192 137 2090 2005 198 1807 1551 1422 1273 149 256 109 1218 147 116 129
internal_count=2338 248 192 137 2090 2005 198 1807 1551 1422 1273 149 256 109 1218 147 116 129
is_linear=0
shrinkage=0.16829


Tree=8817
num_leaves=25
num_cat=0
split_feature=1 2 39 52 52 2 43 13 2 1 12 475 1429 52 52 160 43 1447 52 12 133 2 12 12
split_gain=7.10227 1.58366 1.01257 0.719919 0.60841 0.445147 0.436964 0.394711 0.241987 0.204755 0.175953 0.146361 0.122285 0.153749 0.236765 0.113915 0.0963694 0.137172 0.107929 0.0915892 0.0607868 0.0499003 0.0466649 0.0300073
threshold=0.10732500000000002 0.14234000000000005 0.081875000000000017 -0.23125999999999997 0.12371000000000001 0.097145000000000023 -0.078059999999999977 -0.16392499999999996 0.11197500000000002 0.096035000000000023 0.081810000000000008 -0.084169999999999981 1.0000000180025095e-35 0.048285000000000008 -0.11333999999999998 -0.021849999999999998 -1.0000000180025095e-35 -0.085804999999999979 -0.085464999999999985 0.086935000000000012 0.085785000000000014 0.10699500000000002 0.094435000000000005 0.095165000000000013
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 5 -2 6 10 -5 -8 -9 -4 15 20 13 14 22 -1 17 -13 -19 -18 -12 -15 -7 -21
right_child=1 -3 9 4 -6 12 7 8 -10 -11 11 16 -14 21 -16 -17 19 18 -20 23 -22 -23 -24 -25
leaf_value=0.00098164197009914501 0.00094915449113538108 0.00011657085709957736 0.00077890569076256085 0.00023481452953909006 0.00084383072947491879 0.00096431684221654347 0.00032978627159123614 0.00082544118644347622 0.00051161527448036182 0.00049111524377392247 0.0010191133220759858 0.00082564574495816684 0.0010169078577324426 0.0010056728821207831 0.00067284904753874605 0.0011758073756293801 0.00078497522507210032 0.00090561833590388377 0.0010165956469506039 0.0009820409939201699 0.0011801962149726156 0.00087640895973748812 0.00082831870071312411 0.00088888217961540688
leaf_weight=55 52 99 57 70 54 58 60 53 56 53 58 55 59 67 98 96 52 119 674 117 56 80 66 74
leaf_count=55 52 99 57 70 54 58 60 53 56 53 58 55 59 67 98 96 52 119 674 117 56 80 66 74
internal_value=0 0.000484905 0.000948776 0.000590499 0.000526726 0.00096776 0.000454932 0.000545896 0.000664533 0.000640563 0.00099723 0.000983656 0.000874311 0.000851416 0.000795536 0.00110532 0.000971618 0.000988721 0.000999986 0.000911791 0.00109855 0.000935565 0.000892215 0.000946133
internal_weight=0 444 1894 345 293 1784 239 169 109 110 1356 1205 428 369 222 151 1091 848 793 243 114 147 124 191
internal_count=2338 444 1894 345 293 1784 239 169 109 110 1356 1205 428 369 222 151 1091 848 793 243 114 147 124 191
is_linear=0
shrinkage=0.0032998


Tree=8818
num_leaves=11
num_cat=0
split_feature=10 13 1348 0 0 12 13 133 2 0
split_gain=0.0938924 0.11403 0.0610097 0.0661107 0.0883739 0.0467832 0.0672705 0.0562959 0.0848549 0.0701101
threshold=-1.0000000180025095e-35 -0.076289999999999983 0.084620000000000015 -0.22384499999999996 -0.15825999999999998 -0.094939999999999983 -0.15569499999999997 -0.035819999999999991 0.10859000000000001 -0.049464999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7 8 -8 -9
right_child=2 -3 -4 4 5 6 7 9 -10 -11
leaf_value=0.0041760343923253245 0.0080089660174952858 -0.0064616597293798202 -0.0023909234967320796 -0.0025468242122905853 0.0076406133675135032 -0.0015452296217560932 0.0026814856062663535 0.0034515251393121647 -0.004464461520535588 0.0066012940409055105
leaf_weight=52 86 63 52 72 73 78 359 1207 54 242
leaf_count=52 86 63 52 72 73 78 359 1207 54 242
internal_value=0 -0.00163595 0.00328537 0.00342216 0.00323211 0.0034397 0.0032807 0.00348382 0.0017428 0.00397881
internal_weight=0 115 2223 2171 2085 2013 1940 1862 413 1449
internal_count=2338 115 2223 2171 2085 2013 1940 1862 413 1449
is_linear=0
shrinkage=0.16829


Tree=8819
num_leaves=12
num_cat=0
split_feature=4 4 16 1373 1447 1447 1428 157 157 52 43
split_gain=0.080662 0.062171 0.110627 0.0428996 0.0393494 0.0594203 0.0377027 0.0407772 0.0813227 0.0596721 0.0250462
threshold=0.30163500000000004 0.45363500000000007 -0.14483499999999996 0.081220000000000014 -0.085804999999999979 -0.051529999999999992 0.08653000000000001 -0.087424999999999989 -0.082509999999999986 0.51400500000000016 -0.025664999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 10 7 -7 -9 -10 -6
right_child=1 2 -4 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.0005034182970945813 -0.0039000707163778839 0.00507077298918016 -0.0041093274190675102 -0.0015824273343440865 0.0095488438764853144 -0.00054518134195686034 0.0072901136113903055 0.0094894309508451111 0.0029713910374629545 -0.0025088740902310812 0.0043322795958452469
leaf_weight=86 89 100 59 59 55 97 55 53 1574 58 53
leaf_count=86 89 100 59 59 55 97 55 53 1574 58 53
internal_value=0 -0.000332578 0.00165302 0.0028711 0.00300136 0.00315725 0.00293003 0.00279445 0.00298777 0.00277553 0.0070055
internal_weight=0 248 159 2090 2031 1945 1837 1782 1685 1632 108
internal_count=2338 248 159 2090 2031 1945 1837 1782 1685 1632 108
is_linear=0
shrinkage=0.16829


Tree=8820
num_leaves=27
num_cat=0
split_feature=1 1 4 3 3 52 4 15 4 49 402 474 1 52 43 3 3 403 3 15 1429 402 159 4 3 3
split_gain=8.51883 1.70227 0.599332 0.496083 0.308559 0.297282 0.357471 0.295208 0.17599 0.149485 0.126782 0.109997 0.104567 0.103272 0.134778 0.101618 0.131429 0.104111 0.0955907 0.0879648 0.0635885 0.0599673 0.0542577 0.0533166 0.0412644 0.0283051
threshold=0.11846000000000002 0.095025000000000012 0.30163500000000004 -0.026769999999999999 -0.081224999999999978 -0.081594999999999987 0.029980000000000003 -0.42443999999999993 0.24099500000000004 0.12001000000000002 -0.095664999999999986 0.081755000000000008 0.13271500000000003 0.10611000000000001 -0.097279999999999991 0.091170000000000015 -0.034684999999999994 -0.12602499999999997 -0.071329999999999991 -0.031659999999999994 0.084855000000000014 0.0064150000000000014 -1.0000000180025095e-35 -0.081839999999999982 -0.12077499999999998 -0.077039999999999983
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 4 12 8 10 -5 -7 -4 24 15 -1 13 -2 14 23 16 17 -6 -19 -18 -13 -16 -15 -12 -3 -26
right_child=2 3 7 5 9 6 -8 -9 -10 -11 11 20 -14 22 21 -17 19 18 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0011056687408287692 0.00081245148902111522 0.0012069906765611476 0.00051948882570516594 0.0010146345195366604 0.0010159136120215882 0.00055086493365519556 0.00090349003162063944 0.00022771878087934406 0.00091746006300748697 0.00097643528171151371 0.0013995938043150874 0.0013906322124639882 0.00060808038288462591 0.0012116855280702062 0.0012049258894228523 0.0010344522981919912 0.0011981351438246385 0.0011989981371308524 0.001077618712306613 0.0013798500094310817 0.0012415084979204665 0.0013027358146400338 0.0010552509360325173 0.0012552325708842943 0.0010266995475621671 0.0011442596735852372
leaf_weight=74 59 59 92 78 59 55 75 65 59 53 86 96 55 58 380 65 79 311 101 53 56 97 52 52 52 60
leaf_count=74 59 59 92 78 59 55 75 65 59 53 86 96 55 58 380 65 79 311 101 53 56 97 52 52 52 60
internal_value=0 0.0011534 0.000531658 0.00096986 0.00120146 0.000852266 0.000754574 0.000398917 0.00107605 0.00114931 0.00124096 0.00125233 0.00071416 0.00123476 0.001252 0.00116297 0.00117677 0.00115019 0.00116933 0.00127136 0.00133592 0.00122489 0.00113805 0.00134545 0.00113057 0.00108999
internal_weight=0 2110 271 438 1672 208 130 157 230 721 951 877 114 725 615 668 603 471 412 132 152 477 110 138 171 112
internal_count=2381 2110 271 438 1672 208 130 157 230 721 951 877 114 725 615 668 603 471 412 132 152 477 110 138 171 112
is_linear=0
shrinkage=0.0032998


Tree=8821
num_leaves=22
num_cat=0
split_feature=1 1 2 2 12 2 43 12 150 480 159 2 3 12 3 3 43 2 3 133 2
split_gain=5.42926 1.39676 0.628158 0.484185 0.411544 0.382346 0.253068 0.251841 0.215742 0.151252 0.122453 0.103484 0.0968218 0.0950145 0.0704569 0.0932485 0.149113 0.0560287 0.0522643 0.0511888 0.0322915
threshold=0.109225 0.13662500000000002 0.099675000000000014 0.13880500000000004 -0.054684999999999991 0.11123500000000001 -0.097279999999999991 0.086160000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.093660000000000007 -0.0091949999999999983 0.086245000000000016 0.081420000000000006 -0.107915 -0.072579999999999992 -0.027294999999999996 0.10699500000000002 -0.095119999999999996 0.089725000000000013 0.12399000000000002
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=2 4 6 -3 -2 -6 7 -1 14 -8 11 -11 13 -13 -4 19 -17 -18 -9 -16 -7
right_child=1 3 8 -5 5 20 9 18 -10 10 -12 12 -14 -15 15 16 17 -19 -20 -21 -22
leaf_value=0.0010991092565188854 0.00029140145114479925 0.00029287111750066983 0.00057769531484221407 -0.00011910717272493486 0.00071795433872070148 0.00048058211911479275 0.0009411077609000236 0.00077661695561928492 0.00045694753868173922 0.00060787332258986106 0.00088268911683343657 0.00088342262760008803 0.00063523992429709557 0.00076063846657291215 0.00084277404850657508 0.00052017634597401085 0.00063291653777509938 0.00078172614133565407 0.00091070811839627042 0.00070053566056040397 0.00036499935942760402
leaf_weight=52 97 54 70 73 88 62 57 90 58 52 92 78 65 975 59 65 52 70 57 62 53
leaf_count=52 97 54 70 73 88 62 57 90 58 52 92 78 65 975 59 65 52 70 57 62 53
internal_value=0 0.000346166 0.000757068 5.57873e-05 0.000468976 0.000553653 0.000788881 0.000899648 0.000646224 0.000772143 0.000764483 0.000755158 0.000761977 0.000769767 0.000675174 0.000697213 0.00064981 0.000718588 0.000828851 0.000770183 0.00042762
internal_weight=0 427 1954 127 300 203 1518 199 436 1319 1262 1170 1118 1053 378 308 187 122 147 121 115
internal_count=2381 427 1954 127 300 203 1518 199 436 1319 1262 1170 1118 1053 378 308 187 122 147 121 115
is_linear=0
shrinkage=0.0032998


Tree=8822
num_leaves=22
num_cat=0
split_feature=2 2 1 2 13 43 43 133 49 15 2 15 2 2 133 0 13 1 13 15 0
split_gain=0.209151 0.0959828 0.147837 0.147771 0.100863 0.113873 0.211874 0.067161 0.0607702 0.0583744 0.0607321 0.0654163 0.046651 0.0410686 0.0772363 0.0925634 0.0550378 0.0735323 0.0650426 0.0411604 0.0276958
threshold=0.16730000000000003 -0.13811499999999996 0.095025000000000012 -0.007134999999999999 -0.090834999999999985 -0.013199999999999998 0.053790000000000011 -1.0000000180025095e-35 -0.012149999999999999 -0.46319999999999995 0.096120000000000025 -0.071614999999999984 0.10699500000000002 0.091465000000000005 0.078935000000000019 -0.066044999999999979 -0.050754999999999995 0.089370000000000019 -0.078389999999999974 -0.058234999999999988 -0.088589999999999988
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 -1 4 -4 5 -3 -7 -5 20 -9 11 -11 -12 16 19 -16 18 -18 -10 -15 -6
right_child=-2 2 3 7 8 6 -8 9 13 10 12 -13 -14 14 15 -17 17 -19 -20 -21 -22
leaf_value=0.010044647456182684 -0.0071297947891873327 0.0074655319543343026 -0.0069550295899825981 -0.0028826689454387248 0.0054121473280574674 -0.0080167300023835809 0.0045850276840508969 0.0079662798476568767 0.0044909668322134352 0.0093184949893730887 -0.0032036373995611746 0.0020045168552953962 0.0018213947199016956 0.0034358840146159284 0.0033259307753269697 0.011504024207749786 0.0054335396195243323 0.011743231521605176 -0.0013287094420488775 -0.0010716527081440629 0.010265061098416258
leaf_weight=63 53 52 58 70 64 75 76 53 346 56 70 93 206 101 164 52 397 61 64 132 75
leaf_count=63 53 52 58 70 64 75 76 53 346 56 70 93 206 101 164 52 397 61 64 132 75
internal_value=0 0.00355095 0.00336954 0.00111591 0.00419166 0.000667069 -0.00166223 0.00197341 0.00468184 0.00268832 0.00202589 0.00476545 0.000540421 0.00432567 0.00300896 0.00530305 0.00500471 0.00627784 0.00357815 0.000874547 0.00804355
internal_weight=0 2328 2265 606 1659 203 151 548 1456 478 425 149 276 1317 449 216 868 458 410 233 139
internal_count=2381 2328 2265 606 1659 203 151 548 1456 478 425 149 276 1317 449 216 868 458 410 233 139
is_linear=0
shrinkage=0.16829


Tree=8823
num_leaves=26
num_cat=0
split_feature=12 2 2 43 150 43 12 2 1419 52 12 2 12 49 43 483 2 48 1447 43 133 43 12 12 2
split_gain=4.69849 1.53664 1.26136 0.724383 0.61878 0.387744 0.344166 0.260084 0.187678 0.163141 0.199057 0.190327 0.149659 0.14894 0.123333 0.0947951 0.120015 0.109278 0.106375 0.0889342 0.0766758 0.0388029 0.0952281 0.0476578 0.0111897
threshold=0.054520000000000006 0.13290500000000002 0.11626500000000002 -0.049914999999999994 0.083205000000000015 -0.088349999999999998 0.09697500000000002 0.14530500000000005 1.0000000180025095e-35 0.05118000000000001 -0.011819999999999999 0.089125000000000024 -0.040564999999999997 -0.0019649999999999997 -0.080989999999999993 -0.073589999999999989 0.089885000000000007 0.088580000000000006 -0.085539999999999991 -0.085054999999999978 0.032620000000000003 0.082870000000000013 0.10823500000000001 0.10124000000000001 0.090225000000000014
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=2 6 3 5 9 -1 8 12 15 10 -5 -12 -4 -7 24 -2 18 20 -17 -20 -18 22 23 -16 -8
right_child=1 -3 7 4 -6 13 14 -9 -10 -11 11 -13 -14 -15 21 16 17 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00073612402212846334 0.0010606451264381571 0.00037931403863505041 0.00058798902546792445 0.00064179275995862963 0.00047505492189154908 0.00051903979919068878 0.00098021313304215017 0.00019303967428042885 0.0011362964547203885 0.0010291357413292599 0.0010413125616703413 0.00077036974731878023 0.00035663813114526294 0.00027063253044396342 0.00075606228211195375 0.00082647902651755039 0.00085164394391933854 0.00076254955184039592 0.0010389484828131209 0.00095449453554850979 0.00097048487713871005 0.00086625816224618151 0.0006617627057525844 0.00090233197455998873 0.00089841782142101474
leaf_weight=54 86 56 52 52 56 52 52 65 65 52 52 66 77 55 53 60 113 64 191 609 146 78 59 55 61
leaf_count=54 86 56 52 52 56 52 52 65 65 52 52 66 77 55 53 60 113 64 191 609 146 78 59 55 61
internal_value=0 0.000918158 0.000586171 0.000684183 0.000786421 0.000507429 0.000935972 0.000364199 0.000960544 0.000864805 0.000814331 0.000890067 0.000450169 0.000391683 0.000844308 0.000951514 0.000943551 0.000887926 0.000964402 0.000974702 0.000918771 0.000801704 0.000771341 0.000830878 0.00093637
internal_weight=0 1748 633 439 278 161 1692 194 1334 222 170 118 129 107 358 1269 1183 323 860 800 259 245 167 108 113
internal_count=2381 1748 633 439 278 161 1692 194 1334 222 170 118 129 107 358 1269 1183 323 860 800 259 245 167 108 113
is_linear=0
shrinkage=0.0032998


Tree=8824
num_leaves=13
num_cat=0
split_feature=2 1456 10 1 4 1 1429 475 1213 3 160 1
split_gain=0.163523 0.0822127 0.071442 0.0945748 0.0863809 0.119325 0.0846164 0.112343 0.0645767 0.0529705 0.0420333 0.120075
threshold=0.16730000000000003 -0.23785999999999999 -0.010699999999999999 0.10335000000000001 0.50973500000000016 0.13702500000000004 0.087865000000000013 -0.086169999999999983 -0.112105 0.085315000000000016 -0.016164999999999995 0.10797500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 10 7 -4 -9 -10 -5 -12
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 11 -13
leaf_value=0.010049303895614068 -0.0058380790819890322 0.0093462575791490015 0.010414003542177886 0.0048997702954083691 0.0059140333710769417 -0.0074010706837454423 -0.0027316137601347238 -0.00028300398537562418 0.0043291531914598719 0.00039137550224587397 -0.0047897520574622732 0.0028226865519264247
leaf_weight=55 53 57 76 71 89 52 53 103 1403 105 88 176
leaf_count=55 53 57 76 71 89 52 53 103 1403 105 88 176
internal_value=0 0.00360307 0.0034463 0.00329373 0.00118628 9.43826e-05 0.00386922 0.00407766 0.00377762 0.00405616 0.00126322 0.000278402
internal_weight=0 2328 2273 2216 476 387 1740 1687 1611 1508 335 264
internal_count=2381 2328 2273 2216 476 387 1740 1687 1611 1508 335 264
is_linear=0
shrinkage=0.16829


Tree=8825
num_leaves=15
num_cat=0
split_feature=3 4 0 13 14 13 39 3 1 40 3 0 0 160
split_gain=0.158417 0.112476 0.263285 0.0862601 0.0832072 0.0716133 0.0783808 0.0569444 0.182729 0.0522291 0.0463008 0.0551021 0.0643761 0.0535187
threshold=-0.0088599999999999981 -0.47860499999999995 -0.052239999999999988 -0.10477499999999999 -0.073114999999999986 0.24154 0.090880000000000016 0.091170000000000015 0.10828500000000001 -0.0095299999999999985 -0.044759999999999994 -0.11208499999999998 -0.097604999999999983 -0.52336499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 6 10 9 -9 -6 11 -5 -13 -14
right_child=1 2 -4 5 7 -7 -8 8 -10 -11 -12 12 13 -15
leaf_value=0.0086861393998696884 0.0075227577143453543 0.0067221554741562356 -0.011222253781716894 0.0088049288022512481 -0.00051953931779584581 -0.0015623065987381876 0.0094159635615751764 -0.010048501810700905 0.0018858289351892713 0.0062053664060939869 -0.00036556682156633835 -0.0020756192491163663 -0.00048977272688386297 0.003915208968330303
leaf_weight=94 53 60 58 57 74 77 65 56 103 58 85 57 82 1391
leaf_count=94 53 60 58 57 74 77 65 56 103 58 85 57 82 1391
internal_value=0 0.000225399 -0.000715832 0.00370274 0.00101515 0.00344352 0.00366646 -0.000155374 -0.00230616 0.00242173 0.00344187 0.00364692 0.00345359 0.00366877
internal_weight=0 462 409 1908 351 1814 1737 291 159 132 1672 1587 1530 1473
internal_count=2370 462 409 1908 351 1814 1737 291 159 132 1672 1587 1530 1473
is_linear=0
shrinkage=0.16829


Tree=8826
num_leaves=23
num_cat=0
split_feature=12 2 2 30 0 47 2 52 49 3 11 0 3 12 1454 12 2 0 43 52 2 3
split_gain=5.5813 1.2314 0.899286 0.642989 0.5644 0.346178 0.291465 0.271389 0.248196 0.237196 0.194248 0.163531 0.1067 0.076931 0.0878241 0.068831 0.0771516 0.0678654 0.060753 0.0619614 0.0563657 0.0351658
threshold=0.077755000000000005 0.13290500000000002 0.106035 0.086065000000000016 -0.076539999999999983 0.077555000000000013 0.14271500000000001 -0.089014999999999983 0.088340000000000016 -0.12077499999999998 0.085630000000000026 -0.10023499999999998 -0.072024999999999992 0.083785000000000012 0.081220000000000014 0.093840000000000021 0.088930000000000023 -0.072674999999999976 -0.03750499999999999 0.10096500000000001 0.08920500000000002 0.09037000000000002
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 4 3 5 9 7 8 -1 21 -2 15 -11 13 -13 -15 16 -6 -9 20 -20 -17 -4
right_child=1 -3 6 -5 10 -7 -8 17 -10 11 -12 12 -14 14 -16 18 -18 -19 19 -21 -22 -23
leaf_value=0.00088024864660270576 0.0011296760228580484 0.0004501441749980952 0.00036295158163185908 0.00034401028653233189 0.0010342322895173001 0.0009488280793449053 0.00026722989948200338 0.000652784102347829 0.00067122443789773402 0.00083136826583787339 0.00067555274883670797 0.0010941028485596954 0.00084550790785542181 0.00098232683779670153 0.00084369766473638944 0.00070375099200432239 0.00085944263407000199 0.00050240569780731111 0.00095454220710576077 0.00080649996646520725 0.00084409685904692226 0.00047151919845210501
leaf_weight=52 100 59 72 54 52 66 92 103 60 102 70 67 71 828 57 58 69 52 75 61 82 68
leaf_count=52 100 59 72 54 52 66 92 103 60 102 70 67 71 828 57 58 69 52 75 61 82 68
internal_value=0 0.000919913 0.000555202 0.000674235 0.000936273 0.000739425 0.000421781 0.000672489 0.000492699 0.000973663 0.000838121 0.000959763 0.000972531 0.000981967 0.000973438 0.000866696 0.00093485 0.000602562 0.00083669 0.0008884 0.000786205 0.000415936
internal_weight=0 1751 619 327 1692 273 292 207 200 1225 467 1125 1023 952 885 397 121 155 276 136 140 140
internal_count=2370 1751 619 327 1692 273 292 207 200 1225 467 1125 1023 952 885 397 121 155 276 136 140 140
is_linear=0
shrinkage=0.0032998


Tree=8827
num_leaves=17
num_cat=0
split_feature=12 52 0 4 15 12 0 15 1446 399 52 124 0 52 1212 1212
split_gain=0.093095 0.11319 0.105798 0.07821 0.101378 0.0706374 0.0621603 0.186659 0.0503992 0.0446087 0.0420651 0.083205 0.0975685 0.041735 0.043639 0.0985127
threshold=0.077755000000000005 0.14564000000000002 0.057400000000000007 -0.16772499999999999 -0.035449999999999988 0.12701500000000002 -0.10803999999999998 -0.092534999999999992 0.088360000000000008 0.091255000000000017 -0.081594999999999987 -0.083229999999999985 -0.14032999999999998 0.49868000000000007 0.11930500000000001 0.089995000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 7 -2 9 13 -5 -12 -13 14 15 -8
right_child=5 -3 -4 4 -6 -7 8 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0.0086013936282070581 -0.00018568367647747269 -0.0056282261945785617 -0.0048118884218002218 0.0065755532199014604 -0.003027606601367356 -0.0013623371316080967 0.003705274676455352 0.012524240348544855 -8.2826790965975113e-05 0.0085786852188862034 -0.0033132333575811496 -0.00034671351760832405 0.0069626904729421062 0.0073587210448011987 0.0081277821645883985 -0.0022164518078331644
leaf_weight=60 54 59 56 88 87 72 1166 82 93 57 58 89 122 86 56 85
leaf_count=60 54 59 56 88 87 72 1166 82 93 57 58 89 122 86 56 85
internal_value=0 0.00137453 0.00211553 0.0028888 0.00211279 0.00378076 0.00400238 0.00746444 0.00369607 0.00393968 0.00337052 0.00231535 0.00387106 0.00374857 0.00350965 0.00330148
internal_weight=0 619 560 504 444 1751 1679 136 1543 1450 357 269 211 1393 1307 1251
internal_count=2370 619 560 504 444 1751 1679 136 1543 1450 357 269 211 1393 1307 1251
is_linear=0
shrinkage=0.16829


Tree=8828
num_leaves=14
num_cat=0
split_feature=43 0 9 13 13 1 399 1212 1 12 4 15 43
split_gain=0.0803316 0.260716 0.134295 0.0978989 0.0616975 0.126682 0.072417 0.0789311 0.0662969 0.0424394 0.0283451 0.0288608 0.014601
threshold=0.053035000000000006 -0.10653 -1.0000000180025095e-35 -0.24588999999999997 0.24154 0.13539000000000004 0.088595000000000021 -0.020729999999999995 0.12258000000000001 0.088170000000000012 -0.068484999999999976 -0.050699999999999995 0.12397000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 9 -9 -5 12 -12 -3
right_child=1 10 3 4 -6 -7 -8 8 -10 -11 11 -13 -14
leaf_value=-0.005681398097793995 0.015638523094569024 0.0031503131511255705 -0.002986349641027944 0.010270372278654672 -0.0017008316889762212 0.010964691278026078 0.0086430847026371851 0.002364165938275938 -0.0035716995768905395 0.0038610129255623638 0.0032589608453506918 -0.0014707737308267035 0.0068006574481262886
leaf_weight=59 55 73 89 52 85 54 56 1512 55 70 92 60 58
leaf_count=59 55 73 89 52 85 54 56 1512 55 70 92 60 58
internal_value=0 0.0050287 0.00222099 0.00245821 0.00271637 0.00292607 0.00267628 0.00247738 0.00215468 0.0066076 0.00296037 0.00138014 0.00478021
internal_weight=0 338 2032 1973 1884 1799 1745 1689 1567 122 283 152 131
internal_count=2370 338 2032 1973 1884 1799 1745 1689 1567 122 283 152 131
is_linear=0
shrinkage=0.16829


Tree=8829
num_leaves=25
num_cat=0
split_feature=4 3 2 2 2 0 3 0 42 0 43 2 3 4 2 2 42 2 43 484 4 3 3 4
split_gain=3.53726 1.37637 0.635879 0.321416 0.284506 0.266447 0.263828 0.22087 0.194306 0.144809 0.139925 0.124987 0.119506 0.102816 0.0812821 0.0721371 0.178005 0.0611166 0.0751004 0.0697077 0.0942915 0.0545026 0.038363 0.0288704
threshold=0.27161500000000005 -0.052614999999999995 0.14234000000000005 -0.0091949999999999983 0.093255000000000018 -0.10264999999999998 0.13772500000000001 -0.14216999999999999 0.091090000000000018 -0.076539999999999983 -0.084964999999999985 0.11252000000000002 0.09037000000000002 -0.081289999999999987 0.10774000000000002 0.091205000000000008 0.080840000000000009 0.088625000000000023 -0.08231999999999999 0.087150000000000019 -0.078524999999999998 -0.08095999999999999 -0.078129999999999991 0.0015850000000000003
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 7 3 -3 12 14 8 -1 11 15 -11 -2 -5 -12 -6 17 -17 19 -19 20 -9 -15 -18 -23
right_child=6 2 -4 4 5 -7 -8 9 -10 10 13 -13 -14 21 -16 16 22 18 -20 -21 -22 23 -24 -25
leaf_value=0.00097140476443532118 0.000547985356062593 0.00036849575612537188 0.00022898728195531169 0.00083937073261823581 0.0005375247270581183 0.00068191347267235072 0.00012626309189826479 0.00080188729084247937 0.00023829410995125113 0.00058176317755142409 0.00082687671255406842 0.00034089520330834311 0.00063550707927111799 0.00061679627638916207 0.00035328980821191971 0.00058050738844643839 0.00083408678452078693 0.00076951554260167813 0.00093648388815348478 0.00087834232228085516 0.00072381128182357835 0.00075555539576249199 0.00072021015058000126 0.00066704218947982133
leaf_weight=52 67 57 58 80 54 103 64 356 78 90 92 63 55 74 54 73 80 62 64 67 353 136 67 71
leaf_count=52 67 57 58 80 54 103 64 356 78 90 92 63 55 74 54 73 80 62 64 67 353 136 67 71
internal_value=0 0.000712567 0.000553016 0.000599563 0.000637528 0.000561192 0.000312371 0.000757477 0.000369465 0.000750436 0.000700498 0.000447897 0.000756576 0.000729053 0.000445733 0.000771012 0.000715584 0.000784492 0.000854604 0.000773063 0.000763064 0.0006969 0.000782424 0.000725366
internal_weight=0 2098 461 403 346 211 272 1637 208 1585 463 130 135 373 108 1122 220 902 126 776 709 281 147 207
internal_count=2370 2098 461 403 346 211 272 1637 208 1585 463 130 135 373 108 1122 220 902 126 776 709 281 147 207
is_linear=0
shrinkage=0.0032998


Tree=8830
num_leaves=20
num_cat=0
split_feature=3 4 43 43 4 402 159 4 48 15 160 0 4 12 52 157 0 13 3
split_gain=0.233214 0.13681 0.0965662 0.0794655 0.0776277 0.0834113 0.096764 0.0746305 0.0568839 0.0619074 0.0927139 0.238486 0.1291 0.0503231 0.0674752 0.0417555 0.0371269 0.0335166 0.0313312
threshold=0.31343500000000007 -0.51381999999999983 -0.49218499999999993 -0.013199999999999998 0.058330000000000007 0.099740000000000009 0.087395000000000014 -0.0099999999999999985 0.10911000000000001 -0.035449999999999988 -0.00363 -0.097604999999999983 -0.077964999999999993 1.0000000180025095e-35 -0.065699999999999981 -0.090759999999999993 -0.096139999999999989 -0.023454999999999997 -0.072024999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 15 -8 9 13 12 -12 -11 14 -5 -4 -6 -15 -18
right_child=-2 2 3 8 16 -7 7 -9 -10 10 11 -13 -14 17 -16 -17 18 -19 -20
leaf_value=0.011301624537545268 -0.006101658977835398 0.0096924898905330209 -0.0011937959713992821 -0.0012450612887751613 -0.0038638107668490847 -0.0036668398631464791 -0.0060297233142083189 0.0027007008820928357 0.0090866826948106869 0.004961866253811501 0.0160705057170684 0.0040442005022351523 -0.006250203088374714 0.0018176520685840791 0.0062844600842624793 0.0037204160292533092 0.0030522970689284674 -0.0031296487639715909 -0.0018439530803788045
leaf_weight=54 84 55 52 52 88 62 59 52 52 66 52 471 52 74 94 713 71 81 77
leaf_count=54 84 55 52 52 88 62 59 52 52 66 52 471 52 74 94 713 71 81 77
internal_value=0 0.00292142 0.00271704 0.00253925 0.00159901 0.00228606 0.00270944 -0.00192361 0.00364795 0.00334581 0.00428199 0.00524337 5.72897e-06 0.00134619 0.00359041 0.00338403 -0.0011241 -0.000756121 0.000492785
internal_weight=0 2277 2223 2168 1174 938 876 111 994 942 641 523 118 301 146 765 236 155 148
internal_count=2361 2277 2223 2168 1174 938 876 111 994 942 641 523 118 301 146 765 236 155 148
is_linear=0
shrinkage=0.16829


Tree=8831
num_leaves=19
num_cat=0
split_feature=1 124 2 3 14 0 1 10 1 16 3 2 0 2 3 0 3 0
split_gain=6.16535 0.973148 0.614392 0.581779 0.459918 0.498144 0.440653 0.314196 0.271667 0.238832 0.196419 0.13729 0.11935 0.114147 0.107633 0.100511 0.0957961 0.0537373
threshold=0.11771500000000001 -0.043384999999999993 0.106285 -0.058704999999999993 0.054835000000000009 -0.10891999999999999 0.10612500000000001 -1.0000000180025095e-35 0.083555000000000018 -0.024819999999999998 -0.14443999999999999 0.11626500000000002 -0.13740499999999997 0.091205000000000008 0.30112000000000005 -0.063109999999999986 -0.062534999999999993 -0.065249999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -2 5 8 11 -5 -3 -1 -7 17 -8 16 -9 -15 -12 -4
right_child=3 2 6 7 -6 10 12 14 -10 -11 13 -13 -14 15 -16 -17 -18 -19
leaf_value=0.00035054290459238198 0.00052600009335000513 0.00081562098924625585 0.00077884093978212304 -4.2255805025794745e-05 0.0010971768102741762 0.0010353564751414081 0.00042138313612967757 0.00032030670738022261 0.00051903270757241342 0.00064964921945341537 0.00084925194339579321 0.00068034055528268527 0.00063795735376754009 0.00081049559366809759 0.00013282041235467885 0.00064910785460238029 0.00099737474649485495 0.00092336164203625374
leaf_weight=57 71 58 66 52 74 60 63 97 83 61 985 102 52 264 52 53 53 58
leaf_count=57 71 58 66 52 74 60 63 97 83 61 985 102 52 264 52 53 53 58
internal_value=0 0.00079733 0.000814786 0.000268972 0.000841529 0.000829348 0.000686848 0.000178006 0.000641283 0.000505464 0.000848064 0.000771786 0.000519619 0.000839744 0.000255112 0.000783624 0.000856849 0.000846723
internal_weight=0 2089 1971 272 1630 1556 341 201 141 118 1415 226 115 1355 149 317 1038 124
internal_count=2361 2089 1971 272 1630 1556 341 201 141 118 1415 226 115 1355 149 317 1038 124
is_linear=0
shrinkage=0.0032998


Tree=8832
num_leaves=18
num_cat=0
split_feature=1 124 2 3 2 1 0 1186 52 15 0 160 52 14 0 42 2
split_gain=5.60315 1.06309 0.682634 0.663481 0.358176 0.32379 0.312262 0.288939 0.215962 0.210127 0.177919 0.205499 0.155071 0.116315 0.201739 0.100246 0.0266377
threshold=0.11831500000000002 -0.043384999999999993 0.11197500000000002 -0.049204999999999992 0.14106500000000002 0.10141500000000002 -0.22984499999999997 0.081240000000000021 -0.41304999999999997 -0.16448999999999997 -0.037224999999999994 -1.0000000180025095e-35 -0.023474999999999996 0.076975000000000002 -0.10891999999999999 0.080060000000000006 0.10457000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 -2 9 -1 -3 10 -4 -5 13 -12 -10 14 -8 -14 -13
right_child=3 2 8 4 -6 -7 7 -9 12 -11 11 16 15 -15 -16 -17 -18
leaf_value=0.00062749432198564467 0.0005439553282180486 0.00059681132736235504 0.00081598610819884018 0.00015529255465108837 -3.7583087683625713e-06 0.00027768454371069544 0.00067446158115871252 0.00058650681462989033 0.00044501702037177114 0.0004384613642874655 0.0011125865312810357 0.00091361556846636729 0.00056065583559303733 0.00096892970334580184 0.00082956891528781986 0.00075668751709907919 0.00079966080991117632
leaf_weight=66 70 67 54 63 78 52 101 53 65 53 53 55 67 61 1297 53 53
leaf_count=66 70 67 54 63 78 52 101 53 65 53 53 55 67 61 1297 53 53
internal_value=0 0.000778643 0.000796812 0.000268337 0.000168705 0.000473639 0.000819593 0.000828494 0.000630809 0.000284975 0.000836389 0.00094204 0.000576567 0.000824706 0.000818388 0.00064753 0.00085802
internal_weight=0 2097 1979 264 194 118 1740 1673 239 116 1620 161 185 1459 1398 120 108
internal_count=2361 2097 1979 264 194 118 1740 1673 239 116 1620 161 185 1459 1398 120 108
is_linear=0
shrinkage=0.0032998


Tree=8833
num_leaves=16
num_cat=0
split_feature=2 4 150 2 0 2 0 0 0 13 4 51 0 16 0
split_gain=4.2255 1.77 0.511868 0.405095 0.390225 0.296044 0.29126 0.230001 0.243773 0.169044 0.0970748 0.109661 0.0606406 0.0411525 0.0320482
threshold=0.13290500000000002 0.30163500000000004 0.083435000000000023 0.16730000000000003 -0.11327499999999999 1.0000000180025095e-35 -0.083739999999999995 -0.14989499999999997 -0.13314999999999996 -0.11255999999999998 0.058330000000000007 0.11524000000000002 -0.055219999999999998 -0.095494999999999983 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 12 -4 -3 -6 13 -9 -10 11 -11 -2 -1 -12
right_child=3 5 4 -5 6 -7 -8 8 9 10 14 -13 -14 -15 -16
leaf_value=0.00087923607336763839 0.00027148165859127311 0.00024408092324057829 0.00042969122408466662 0 0.00084915277802907621 0.00053513852266036572 0.00055754633569248923 0.0005874715614282162 0.00061297087369885275 0.00081929911839229402 0.00078753217799590032 0.00069131643870333687 0.00042035864877248221 0.0010193160255743401 0.00067871126414600848
leaf_weight=52 72 64 72 57 89 96 66 64 54 1343 54 81 54 53 90
leaf_count=52 72 64 72 57 89 96 66 64 54 1343 54 81 54 53 90
internal_value=0 0.000753488 0.000779996 0.000231143 0.000631634 0.000418936 0.000725212 0.00079878 0.000789324 0.000797267 0.000803592 0.000812044 0.000335566 0.000950279 0.000719764
internal_weight=0 2178 2018 183 227 160 155 1791 1686 1622 1568 1424 126 105 144
internal_count=2361 2178 2018 183 227 160 155 1791 1686 1622 1568 1424 126 105 144
is_linear=0
shrinkage=0.0032998


Tree=8834
num_leaves=17
num_cat=0
split_feature=2 2 15 3 2 2 13 3 3 11 15 13 393 15 13 3
split_gain=4.27647 2.11044 0.51975 0.4617 0.594819 0.443072 0.312158 0.285485 0.465302 0.305218 0.270251 0.2335 0.137498 0.112908 0.0823478 0.0780684
threshold=0.13290500000000002 -1.0000000180025095e-35 -0.24042999999999998 -0.026769999999999999 0.106285 0.16002500000000003 -1.0000000180025095e-35 -0.1535 -0.11756999999999999 0.080455000000000013 -0.0053099999999999996 -0.053824999999999991 0.10317000000000003 0.11469500000000001 -0.066659999999999983 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 10 11 -6 9 -9 -3 15 -2 13 14 -10 -5
right_child=5 3 -4 4 6 -7 -8 8 12 -11 -12 -13 -14 -15 -16 -17
leaf_value=8.4574140067290252e-05 0.00019789544509861382 0.00072928551721810112 0.00050337350014832694 0.00073505906697586435 0.00032931917278172546 0 0.00065829228235413019 0.00052966331370441486 0.0008169262304656336 0.0010493165353008126 0.00090252671005387156 0.00049463006273812744 0.00096075100510632945 0.00067308297130038212 0.00076270733487984721 0.00057171859687263381
leaf_weight=52 62 52 86 82 70 66 58 79 731 91 90 55 52 96 582 57
leaf_count=52 62 52 86 82 70 66 58 79 731 91 90 55 52 96 582 57
internal_value=0 0.000741215 0.00034582 0.000767946 0.000659564 0.000215738 0.00047866 0.000790915 0.000777681 0.000933188 0.000760527 0.000337687 0.000791067 0.00078478 0.00079292 0.000668331
internal_weight=0 2178 138 2040 357 183 128 1683 1540 143 229 117 1461 1409 1313 139
internal_count=2361 2178 138 2040 357 183 128 1683 1540 143 229 117 1461 1409 1313 139
is_linear=0
shrinkage=0.0032998


Tree=8835
num_leaves=22
num_cat=0
split_feature=1 52 10 14 123 0 0 1 133 52 133 0 43 160 456 1455 48 130 43 0 52
split_gain=5.45744 0.90103 0.672136 0.384998 0.412209 0.21396 0.2063 0.186817 0.183574 0.175506 0.140093 0.139605 0.105737 0.0859813 0.0811112 0.0907512 0.0706208 0.0689813 0.0442436 0.0158887 0.0191326
threshold=0.10574000000000001 -0.40011499999999994 -0.014199999999999999 0.054835000000000009 1.0000000180025095e-35 -0.10566999999999999 -0.14151499999999997 0.13869000000000004 0.111585 0.12469000000000001 0.15371000000000004 -0.081174999999999983 0.0049250000000000014 -0.071139999999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.085700000000000012 0.091285000000000019 -0.0090499999999999973 -0.071719999999999992 0.063595000000000013
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 -3 4 5 6 -1 9 11 13 -10 14 17 -4 15 -7 18 -13 -15 20 -12
right_child=1 2 7 -5 -6 8 -8 -9 10 -11 19 12 -14 16 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00078042667552789846 0.00080894519560946964 7.4561085347934949e-06 0.00028774196575456838 0.0010405394806524474 0.00054153627431589131 0.00085527322082249336 0.00053660539901962876 0.00024636177625810641 0.00058032843432521768 0.00060534999140655866 0.00070021578667558277 0.00082383621170253874 0.00068386463487209192 0.00054820026456791813 0.0007612816911331384 0.0010003645767974938 0.00035853755263442881 0.0006913749058696328 0.00041627126431197813 0.00081710994048861873 0.00078615957834059637
leaf_weight=95 54 53 58 69 72 647 65 68 56 57 66 351 100 63 97 54 83 53 56 67 76
leaf_count=95 54 53 58 69 72 647 65 68 56 57 66 351 100 63 97 54 83 53 56 67 76
internal_value=0 0.000406256 0.000356529 0.000797053 0.000787694 0.000797936 0.000681594 0.000404491 0.000809793 0.000438301 0.000729482 0.000826112 0.000782274 0.000401543 0.000853755 0.0008665 0.000434044 0.000806546 0.000486412 0.000769278 0.000746462
internal_weight=0 492 438 1868 1799 1727 160 385 1567 317 265 1302 504 260 798 701 202 404 119 209 142
internal_count=2360 492 438 1868 1799 1727 160 385 1567 317 265 1302 504 260 798 701 202 404 119 209 142
is_linear=0
shrinkage=0.0032998


Tree=8836
num_leaves=20
num_cat=0
split_feature=1 3 14 16 4 43 123 16 484 52 52 42 1 4 4 1213 13 1 52
split_gain=13.1428 1.11335 0.758719 0.728651 0.700199 0.618514 0.466219 0.329787 0.382784 0.263109 0.259292 0.256327 0.253753 0.216144 0.21566 0.156669 0.152511 0.146091 0.0892011
threshold=0.10732500000000002 0.31534000000000006 0.076175000000000007 0.25761500000000009 0.082475000000000007 -0.084154999999999994 1.0000000180025095e-35 -0.071854999999999988 -0.0082299999999999995 0.057125000000000002 0.038145000000000005 0.11623000000000001 0.11481500000000001 0.23590000000000003 0.032965000000000001 -0.12077499999999998 -0.041479999999999996 0.10080500000000002 0.080060000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 -2 7 8 -1 12 13 14 -7 -6 17 -10 -14 -9 -17
right_child=1 -3 -4 -5 10 9 -8 11 15 -11 -12 -13 16 -15 -16 18 -18 -19 -20
leaf_value=0.0013932291661868273 0.00015899435373506067 2.2004867269708985e-05 0.0014005209579916874 0.0008056845286305821 0.00087819782082474947 0.00060086172227233673 0.00077695795388337983 0.0010720916616725853 0.0012534895772436396 0.00069094965523365949 0.0010119948547388762 0.00081883918785828982 0.00022628684651478635 0.00058651856857024336 0.00085731845836933016 0.0010246095553806175 0.00047317534029621736 0.0008989790974838238 0.0011161487413508765
leaf_weight=55 74 65 66 66 62 67 62 753 70 62 63 60 59 52 64 193 52 60 355
leaf_count=55 74 65 66 66 62 67 62 753 70 62 63 60 59 52 64 193 52 60 355
internal_value=0 0.000421652 0.00105134 0.00048992 0.00103885 0.000423437 0.00105983 0.0010707 0.00112698 0.000504826 0.000840528 0.00103023 0.000439799 0.00074546 0.00104466 0.00110323 0.000342264 0.00105936 0.00108397
internal_weight=0 445 1915 380 1849 314 1672 1610 673 240 177 937 178 114 877 618 111 813 548
internal_count=2360 445 1915 380 1849 314 1672 1610 673 240 177 937 178 114 877 618 111 813 548
is_linear=0
shrinkage=0.0032998


Tree=8837
num_leaves=19
num_cat=0
split_feature=2 2 2 2 133 14 40 43 52 52 1213 43 475 49 2 130 52 133
split_gain=3.82338 2.60109 0.924818 0.816847 0.304374 0.259101 0.265042 0.176947 0.132086 0.173203 0.114197 0.113876 0.106493 0.0984338 0.0852392 0.0755278 0.0691469 0.0484701
threshold=0.11891500000000001 -1.0000000180025095e-35 0.16394500000000004 0.106285 0.087005000000000013 0.062655000000000016 -0.012109999999999998 -1.0000000180025095e-35 0.044705000000000002 -0.41304999999999997 -0.060974999999999994 -0.069434999999999983 -0.010194999999999997 -0.0087399999999999995 0.14234000000000005 -0.015164999999999998 -0.046924999999999988 -0.0052199999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 5 -1 6 -3 10 9 -5 17 -2 -9 -14 -13 -12 -11 -8
right_child=2 3 -4 8 -6 -7 7 12 -10 16 15 14 13 -15 -16 -17 -18 -19
leaf_value=0.00059863815678617754 0.00070929609447321614 0.00075872345440919765 0.00011059576292471623 0.0008569578778553702 0.00028297537757172414 0.0011811662728300175 0.0010301385565784638 0.00076845249810082446 0.00088820599025070011 0.00055262675310583189 0.0010823959004072812 0.00060399607482555947 0.0008003328029791342 0.00095467949713191316 0.00044315737071532585 0.00096724236790947892 0.00071938697250306118 0.0011505286554430497
leaf_weight=95 66 69 54 64 52 62 141 52 72 55 73 99 56 324 60 847 60 59
leaf_count=95 66 69 54 64 52 62 141 52 72 55 73 99 56 324 60 847 60 59
internal_value=0 0.000910865 0.000499199 0.000943048 0.000487215 0.000969317 0.000961192 0.000970171 0.000766771 0.000717729 0.000992416 0.000592307 0.000912418 0.000932026 0.000543524 0.000976418 0.000639938 0.00106583
internal_weight=0 2081 279 1934 147 1683 1621 1552 251 179 1120 225 432 380 159 920 115 200
internal_count=2360 2081 279 1934 147 1683 1621 1552 251 179 1120 225 432 380 159 920 115 200
is_linear=0
shrinkage=0.0032998


Tree=8838
num_leaves=22
num_cat=0
split_feature=13 1 2 0 2 3 160 52 13 9 14 160 2 0 403 402 15 15 52 13 13
split_gain=0.381104 0.184201 0.121595 0.110314 0.106747 0.10314 0.0898307 0.105188 0.0862153 0.0859832 0.0854543 0.107246 0.0806362 0.0652186 0.0539646 0.0716408 0.0526081 0.0731642 0.0968347 0.0318895 0.115168
threshold=-0.10664 0.083555000000000018 -0.0091949999999999983 -0.13513499999999998 0.106285 -0.107915 -0.090674999999999992 0.0033500000000000005 -0.090139999999999984 0.037245000000000007 -1.0000000180025095e-35 -0.071139999999999995 0.088135000000000005 -0.087344999999999992 0.10469000000000002 0.085345000000000018 -0.10312999999999999 -0.050699999999999995 -0.15824499999999997 -0.081029999999999977 -0.08533499999999998
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 -1 9 -3 5 12 7 -7 13 -2 -6 -12 -4 -8 15 -10 -13 -18 -19 20 -9
right_child=2 3 4 -5 10 6 8 19 14 -11 11 16 -14 -15 -16 -17 17 18 -20 -21 -22
leaf_value=0.0059467107535821247 -0.0036650309337142805 0.00085339731378597267 0.0071619627118189111 -0.008406147174936417 0.010506395186259508 0.016206846870340644 0.0069461837784955162 0.011162558035193117 0.0061003442139243103 0.0057380115379477431 -0.0031934696692568778 -3.9341925561058299e-05 0.015756654458171416 0.015275040547743804 0.01040568040606789 0.0013806838396521414 0.0097417933627605199 -0.0016622845401742571 0.0067783595417986115 0.010377003015894759 0.00026315554990594456
leaf_weight=75 55 65 56 82 56 58 57 59 938 55 58 54 72 52 73 102 85 61 103 92 52
leaf_count=75 55 65 56 82 56 58 57 59 938 55 58 54 72 52 73 102 85 61 103 92 52
internal_value=0 -0.000829895 0.00648883 -0.00429957 0.00678457 0.00740737 0.00700885 0.00985573 0.00639934 0.00102016 0.0043742 0.00341796 0.0120105 0.0109361 0.00595342 0.00563918 0.00468945 0.00572219 0.0036279 0.00803228 0.00607272
internal_weight=0 222 2138 147 2028 1611 1483 261 1222 110 417 361 128 109 1113 1040 303 249 164 203 111
internal_count=2360 222 2138 147 2028 1611 1483 261 1222 110 417 361 128 109 1113 1040 303 249 164 203 111
is_linear=0
shrinkage=0.16829


Tree=8839
num_leaves=20
num_cat=0
split_feature=1 13 43 39 1 16 2 14 13 39 15 48 15 15 15 16 157 159 484
split_gain=6.57498 0.982673 0.660886 0.510735 0.428596 0.351444 0.322536 0.335022 0.209382 0.20022 0.2115 0.18437 0.179952 0.134399 0.125788 0.110774 0.10909 0.0996369 0.0592717
threshold=0.10538500000000002 -0.10278499999999999 -0.084154999999999994 0.081875000000000017 0.094405000000000003 0.51148500000000008 0.11197500000000002 0.054835000000000009 -0.10664 0.087735000000000021 -0.068639999999999993 0.088875000000000023 -0.097499999999999989 -0.052259999999999994 -0.09693499999999998 -0.074874999999999983 -0.073194999999999996 -0.047074999999999999 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 -3 6 -5 9 7 8 -1 10 15 16 -2 -8 -13 -4 18 -18 -10
right_child=1 2 5 4 -6 -7 13 -9 11 -11 -12 14 -14 -15 -16 -17 17 -19 -20
leaf_value=0.00068302019945334295 0.0002851896083249922 0.000263838751659541 0.00056633506772539469 0.00084453342438674901 0.00041885020837327877 0.00082869042730918249 0.00083638238073287696 0.0011226351424171641 0.00087023846006218904 0.00037729916888053542 0.00042736199582465425 0.00088346600358987228 3.1768610776171431e-05 0.00062967472395285609 0.00069417813858825496 0.00077934316215644251 0.00083020286450586223 0.00092224289144848522 0.00075122313054594046
leaf_weight=61 73 87 52 52 52 56 63 63 131 64 55 70 53 81 92 59 158 958 80
leaf_count=61 73 87 52 52 52 56 63 63 131 64 55 70 53 81 92 59 158 958 80
internal_value=0 0.000431248 0.000516406 0.000857956 0.000632031 0.000593113 0.000871309 0.000884764 0.000875073 0.000535602 0.000596422 0.000882917 0.000178871 0.000720354 0.000776187 0.000679873 0.00089592 0.000909244 0.000825281
internal_weight=0 499 373 1861 104 286 1757 1613 1550 230 166 1489 126 144 162 111 1327 1116 211
internal_count=2360 499 373 1861 104 286 1757 1613 1550 230 166 1489 126 144 162 111 1327 1116 211
is_linear=0
shrinkage=0.0032998


Tree=8840
num_leaves=20
num_cat=0
split_feature=41 41 12 51 52 16 40 1 457 13 12 2 51 1 12 51 2 51 400
split_gain=0.16058 0.13466 0.112674 0.100521 0.127495 0.112845 0.155552 0.121552 0.0909135 0.0727595 0.0467921 0.0487492 0.0550245 0.0507529 0.0422239 0.0400054 0.0388168 0.0361418 0.0361102
threshold=0.083975000000000008 0.075585000000000013 0.083935000000000023 -0.15171499999999996 -0.087769999999999987 -0.06421499999999998 -1.0000000180025095e-35 0.083835000000000007 0.084040000000000017 -0.082594999999999988 0.12477500000000001 0.091205000000000008 -0.21717499999999998 0.089910000000000004 0.1087 -0.095799999999999982 0.090545000000000014 -0.021224999999999997 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 16 7 -7 -6 -9 -8 11 15 -13 14 -14 -4 -5 -17 -19
right_child=-2 -3 10 4 5 6 9 8 -10 -11 -12 12 13 -15 -16 17 -18 18 -20
leaf_value=-0.0025225045462609558 -0.0016469822059527813 0.014760141978282296 0.0032270954170961035 0.012649798586767728 0.012833857555313832 0.0078772391758228626 0.0023800055018075119 0.0024255041141171144 0.010158957905349439 -0.0053812304834280362 0.011013197122398113 0.0099436429913096515 0.0046599078257427567 0.00025660142881106556 0.0098466957484942171 0.010804664708185892 0.0066457618997783257 0.010390927753086004 0.0069108800330688726
leaf_weight=55 73 53 61 65 57 60 56 191 56 87 78 65 306 64 53 99 61 99 693
leaf_count=55 73 53 61 65 57 60 56 191 56 87 78 65 306 64 53 99 61 99 693
internal_value=0 0.00635318 0.00615038 0.00435687 0.00495744 0.00376103 0.00067856 0.00581347 0.00418611 -0.0023293 0.00696207 0.00674139 0.00536057 0.00465206 0.00543065 0.00744732 0.00975734 0.00773423 0.00734815
internal_weight=0 2259 2206 688 633 507 203 304 247 143 1518 1440 488 423 359 952 126 891 792
internal_count=2332 2259 2206 688 633 507 203 304 247 143 1518 1440 488 423 359 952 126 891 792
is_linear=0
shrinkage=0.16829


Tree=8841
num_leaves=17
num_cat=0
split_feature=1429 9 4 4 147 158 132 43 4 48 1429 16 52 484 2 151
split_gain=0.0909208 0.0964166 0.0926052 0.0668592 0.0868525 0.078693 0.0855408 0.078892 0.0720603 0.0656611 0.0548266 0.0758073 0.187345 0.041108 0.0799868 0.0412662
threshold=0.084895000000000012 -1.0000000180025095e-35 -0.0062699999999999987 0.0099250000000000015 0.084575000000000025 0.099510000000000015 0.078205000000000011 0.10183500000000002 0.056640000000000003 0.092680000000000026 -0.086994999999999989 0.19578000000000004 -0.42890999999999996 -0.069939999999999988 0.084175000000000014 -0.083844999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 10 6 7 8 -5 -10 -3 13 -13 14 -12 -15
right_child=2 3 -4 5 -6 -7 -8 -9 9 -11 11 12 -14 15 -16 -17
leaf_value=-0.0016641676867266224 0.0059848264538405627 0.010606397590504482 0.014874209957957685 -0.0011920477880404518 0.011815414707411506 0.0083220070583541195 -0.0029585224542574137 -0.0024773392295549131 0.0065043918958843172 0 -0.0023265051921736871 0.0063517586010353507 -0.0053964403432885345 0.002591509870373915 0.0056615513640597926 0.0062223023195260496
leaf_weight=63 95 54 52 55 61 80 67 54 257 53 53 96 64 99 106 1023
leaf_count=63 95 54 52 55 61 80 67 54 257 53 53 96 64 99 106 1023
internal_value=0 0.00480247 0.00914159 0.0049953 0.00556688 0.0034208 0.00261032 0.00350509 0.00439508 0.00539214 0.00531072 0.00511103 0.00164125 0.00554301 0.00298757 0.00590354
internal_weight=0 2185 147 2122 1556 566 486 419 365 310 1495 1441 160 1281 159 1122
internal_count=2332 2185 147 2122 1556 566 486 419 365 310 1495 1441 160 1281 159 1122
is_linear=0
shrinkage=0.16829


Tree=8842
num_leaves=11
num_cat=0
split_feature=41 41 40 15 4 15 40 15 457 48
split_gain=0.100388 0.0943694 0.0942049 0.0920167 0.0917088 0.111783 0.0740207 0.0661427 0.0570921 0.0557647
threshold=0.083975000000000008 0.075585000000000013 -0.081239999999999993 -0.091734999999999983 0.42098500000000005 -0.4680149999999999 -0.026419999999999996 -0.19301999999999997 0.097575000000000009 -0.083824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 -8 9 -9
right_child=-2 -3 4 -5 5 -7 7 8 -10 -11
leaf_value=0.013928750924132113 -0.0019023456984717647 0.011458997371416745 -0.001512158862751091 0.0045519292918195526 0.0051577368810613502 -0.0044147313169391909 0.01003866830518936 0.0099199930788436957 -0.00074746103912205601 0.0042975679817870626
leaf_weight=55 73 53 60 66 62 78 59 52 61 1713
leaf_count=55 73 53 60 66 62 78 59 52 61 1713
internal_value=0 0.00442151 0.00425162 0.00882897 0.00398511 -0.000162663 0.00428459 0.00447006 0.00428914 0.00446423
internal_weight=0 2259 2206 121 2085 140 1945 1885 1826 1765
internal_count=2332 2259 2206 121 2085 140 1945 1885 1826 1765
is_linear=0
shrinkage=0.16829


Tree=8843
num_leaves=13
num_cat=0
split_feature=10 15 2 51 12 2 1186 393 457 39 49 15
split_gain=0.0759154 0.0852061 0.101948 0.127207 0.0956789 0.0466171 0.0461436 0.0999138 0.0582168 0.0599043 0.0422284 0.0416013
threshold=0.046740000000000011 -0.4680149999999999 0.114805 0.10055500000000002 0.10695000000000002 -0.0091949999999999983 0.08426500000000002 0.083525000000000016 0.087495000000000017 0.085835000000000009 0.059705000000000001 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 10 -3 7 8 9 -7 11 -4
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=0.0099889734856164498 -0.0027049717780346012 -0.0004122529109821621 -0.0076225208417116741 0.0069691255104643449 0.0052842090015144047 0.0040267857459758433 -0.00070266093984439179 0.010464181628989403 -0.00037925856017155529 0.0096052138488826547 0.00033502889146665225 -0.0013103222849080167
leaf_weight=59 54 66 66 71 52 1573 54 71 81 57 73 55
leaf_count=59 54 66 66 71 52 1573 54 71 81 57 73 55
internal_value=0 0.00366056 0.00349149 0.000690504 -0.00111432 0.00395737 0.00411543 0.00426244 0.00400404 0.00422296 -0.00283864 -0.00476819
internal_weight=0 2278 2219 317 246 1902 1836 1782 1711 1630 194 121
internal_count=2332 2278 2219 317 246 1902 1836 1782 1711 1630 194 121
is_linear=0
shrinkage=0.16829


Tree=8844
num_leaves=26
num_cat=0
split_feature=1 2 2 14 12 12 43 49 12 49 1 0 49 1456 2 12 157 1 0 43 43 12 15 43 15
split_gain=7.58652 1.06527 0.977102 0.599275 0.606893 0.377529 0.322801 0.284101 0.275337 0.261898 0.228547 0.113052 0.0997708 0.141001 0.0966386 0.0804086 0.0851223 0.0815748 0.138437 0.0597389 0.0559473 0.0505324 0.035521 0.0297279 0.0213224
threshold=0.104035 0.11891500000000001 -1.0000000180025095e-35 0.054835000000000009 0.054520000000000006 0.087245000000000003 -0.073404999999999984 1.0000000180025095e-35 0.099815000000000015 -0.00035499999999999996 0.13475500000000004 -0.057864999999999993 -0.00064499999999999985 0.056265000000000009 0.089690000000000006 0.088245000000000004 -0.078064999999999982 0.089150000000000021 -0.071969999999999992 -0.073574999999999988 -0.040789999999999993 0.085465000000000013 -0.087044999999999997 0.091510000000000022 -0.029334999999999996
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 -2 4 6 22 -1 10 12 -8 -3 19 13 14 -6 16 -14 18 -17 -10 -19 -18 -4 -21 -11
right_child=1 7 5 -5 8 -7 9 -9 11 24 -12 -13 15 -15 -16 17 21 20 -20 23 -22 -23 -24 -25 -26
leaf_value=0.00061559715337229518 0.00034919215065963875 0.00036393192601959489 0.00068550719077869777 0.0012583938172090656 0.00093502500440212659 0.00090517224851430613 0.00068811467635295387 0.00052290562963044299 0.0010034558497040587 0.0010142224299588304 0.00010429386445710078 0.00074689366057240731 0.0011628066420498611 0.0010646836321024967 0.00075518262547652341 0.00098735261164758213 0.00097744102403251589 0.00097451613752372909 0.00084084338819931251 0.00080373753643099978 0.0011012508598957256 0.0010550623021741475 0.00055859860958594704 0.00092536516025383216 0.00091377673667259536
leaf_weight=75 93 82 52 72 95 99 56 56 58 60 68 64 58 59 54 322 177 79 95 52 92 248 55 52 59
leaf_count=75 93 82 52 72 95 99 56 56 58 60 68 64 58 59 54 322 177 79 95 52 92 248 55 52 59
internal_value=0 0.000504722 0.000630642 0.000961829 0.000949643 0.000757533 0.000798304 0.000321784 0.000974758 0.000876406 0.000246464 0.000867348 0.00099371 0.000925452 0.000870084 0.00100693 0.0010397 0.000979958 0.00095406 0.000914718 0.00104291 0.00102282 0.000620603 0.00086489 0.000964718
internal_weight=0 505 299 1827 1755 206 250 206 1505 175 150 226 1279 208 149 1071 483 588 417 162 171 425 107 104 119
internal_count=2332 505 299 1827 1755 206 250 206 1505 175 150 226 1279 208 149 1071 483 588 417 162 171 425 107 104 119
is_linear=0
shrinkage=0.0032998


Tree=8845
num_leaves=17
num_cat=0
split_feature=4 3 3 43 2 13 1456 4 3 2 13 43 11 4 457 4
split_gain=2.97718 1.2139 0.491763 0.598749 0.354867 0.221684 0.200655 0.147154 0.500386 0.141748 0.128953 0.146541 0.115405 0.177234 0.119643 0.0878613
threshold=0.30163500000000004 0.20828500000000003 -0.065259999999999999 -0.042649999999999993 0.13538500000000001 -0.10899499999999999 -0.092389999999999986 -0.14236999999999997 0.091170000000000015 0.085730000000000015 -0.050754999999999995 -0.085594999999999991 0.080705000000000013 -0.1075 0.064110000000000014 0.50973500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 15 -1 -7 -5 9 -9 -4 -12 13 -8 -15 -2
right_child=4 -3 3 7 -6 6 12 8 -10 -11 11 -13 -14 14 -16 -17
leaf_value=0.00058819404545387515 0.00037918721947190025 0.00026859257425300708 0.00063379960971477226 0.00086527428709601902 0.0001782805955013328 0.00061233667103167109 0.00059520758426379202 0.00093876096358246216 0.0004413789926222661 0.00072386532895614517 0.0005413248773382623 0.00030323925587200421 0.00091713227052023802 0.00080167904817252675 0.0006511486196744225 0.00053311942482627721
leaf_weight=66 101 59 53 82 82 71 52 53 60 100 64 52 82 1244 63 71
leaf_count=66 101 59 53 82 82 71 52 53 60 100 64 52 82 1244 63 71
internal_value=0 0.000736149 0.000749641 0.000654724 0.000357633 0.000777528 0.00078577 0.000744684 0.000698094 0.000798537 0.000497486 0.000434901 0.00079429 0.000786852 0.00079445 0.000442934
internal_weight=0 2101 2042 464 254 1578 1512 295 213 153 169 116 1441 1359 1307 172
internal_count=2355 2101 2042 464 254 1578 1512 295 213 153 169 116 1441 1359 1307 172
is_linear=0
shrinkage=0.0032998


Tree=8846
num_leaves=33
num_cat=0
split_feature=1 52 1 12 4 1 12 12 158 4 4 12 16 4 1 4 4 4 15 16 4 48 52 15 12 133 4 160 133 12 12 15
split_gain=4.12949 0.743917 0.46572 0.362061 0.346827 0.28096 0.331049 0.190156 0.177289 0.277251 0.165726 0.15381 0.152382 0.296564 0.136784 0.290833 0.180003 0.116058 0.10106 0.09625 0.0786772 0.159213 0.0649424 0.0541884 0.0512048 0.0505375 0.0464591 0.0447807 0.03903 0.027958 0.0255842 0.0191412
threshold=0.10684 -0.24526499999999998 0.13686500000000004 0.023990000000000004 -0.068484999999999976 0.093170000000000017 0.088395000000000015 0.091325000000000003 0.07968500000000002 0.046720000000000005 0.07252500000000002 0.095175000000000023 -0.14483499999999996 -0.0083249999999999973 0.080475000000000005 -0.096364999999999992 -0.081759999999999985 -0.49432999999999994 -0.40992999999999996 -0.011694999999999999 -0.00076499999999999995 0.084260000000000015 0.084675000000000014 0.08919500000000001 0.085905000000000023 0.047025000000000004 -0.082509999999999986 -0.14467499999999997 0.11830000000000002 0.085425000000000015 0.086700000000000013 0.084715000000000013
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=4 -2 3 12 7 8 -7 17 9 11 -11 20 -3 -14 15 -9 -16 -1 -4 22 27 -22 23 24 -19 -13 31 -6 -17 -10 -28 -24
right_child=1 2 18 -5 5 6 -8 14 29 10 -12 25 13 -15 16 28 -18 19 -20 -21 21 -23 26 -25 -26 -27 30 -29 -30 -31 -32 -33
leaf_value=0.00092062741396197834 0.00071968646726067089 0.00039905462027785439 0.00022429814680264282 0.00055437116186165213 0.00078615592428257384 0.00039475502493559205 0.00069963056076283495 0.00041124773163680691 0.00086094338742636039 0.00038938629827408227 0.00062341728789294735 0.00053383401895027891 0.00039642633328981552 5.2437050816586581e-05 0.00088326018637116435 0.00077865929787309187 0.00063238500559049872 0.00095988300048820781 3.3449138919580196e-05 0.00066427297829413075 0.00093177434945352353 0.00067061687825437414 0.0008356812039677393 0.00074487774598346187 0.00081623781684969589 0.00066933175657007775 0.00063920940081331761 0.00068043970061259129 0.00064713849953761571 0.00075197191086521131 0.00075092854364092849 0.00075106064010024051
leaf_weight=62 53 91 63 87 57 89 70 53 52 57 82 76 52 58 65 53 63 52 59 88 53 52 70 53 71 56 52 305 57 73 53 78
leaf_count=62 53 91 63 87 57 89 70 53 52 57 82 76 52 58 65 53 63 52 59 88 53 52 70 53 71 56 52 305 57 73 53 78
internal_value=0 0.000351315 0.00030361 0.000376061 0.000699167 0.00065766 0.000529199 0.000747886 0.000681287 0.000661541 0.000527701 0.00069254 0.000298706 0.00021537 0.000678162 0.000613635 0.000760058 0.000782868 0.000132291 0.000766279 0.000721 0.000802775 0.000787122 0.00083759 0.000877252 0.000591585 0.000751874 0.000697183 0.000710828 0.000797586 0.000695937 0.000791322
internal_weight=0 463 410 288 1892 1022 159 870 863 738 139 599 201 110 291 163 128 579 122 517 467 105 429 176 123 132 253 362 110 125 105 148
internal_count=2355 463 410 288 1892 1022 159 870 863 738 139 599 201 110 291 163 128 579 122 517 467 105 429 176 123 132 253 362 110 125 105 148
is_linear=0
shrinkage=0.0032998


Tree=8847
num_leaves=22
num_cat=0
split_feature=1 2 4 1 0 3 4 48 11 16 4 4 4 1 43 15 16 4 42 0 15
split_gain=4.21411 1.21726 0.431651 0.399991 0.356367 0.228291 0.228081 0.205268 0.292092 0.195098 0.180312 0.358654 0.152974 0.185756 0.13901 0.134221 0.13009 0.105346 0.0545472 0.045295 0.0193436
threshold=0.10471500000000002 0.14721500000000001 -0.024114999999999994 0.089875000000000024 -0.10653 -0.038414999999999998 0.046720000000000005 0.088580000000000006 0.077290000000000011 -0.13644999999999999 -0.44205499999999992 -0.097514999999999977 0.082475000000000007 0.13052500000000003 -0.081694999999999976 -0.095804999999999987 -0.056919999999999991 0.36766000000000004 0.11551500000000002 -0.076209999999999986 -0.091149999999999995
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 -2 6 -5 17 7 8 10 20 -1 -12 -7 -14 -6 -9 -16 -4 -13 -18 -8
right_child=1 -3 5 4 14 12 9 15 -10 -11 11 18 13 -15 16 -17 19 -19 -20 -21 -22
leaf_value=0.00089785260174870423 0.00060466364363502361 -2.9834536308602169e-05 0.00055515415823980752 0.00036332312872132291 0.00048795427107924821 0.00015270674118143278 0.00073368838785625235 0.00069688318584748001 0.00096049120140318477 0.00047666027215335758 0.00043449907392967892 0.00071832983686767279 0.00045439383332749407 0.0002129398654233604 0.00056265456975335322 0.00048584269967473612 0.00080830179987449909 0.00035586454563312961 0.00060503433005112712 0.00067390944609801442 0.00063439097126756147
leaf_weight=53 88 87 62 76 68 71 52 62 53 97 54 944 75 66 87 74 53 57 53 70 53
leaf_count=53 88 87 62 76 68 71 52 62 53 97 54 944 75 66 87 74 53 57 53 70 53
internal_value=0 0.000324971 0.000398726 0.000664979 0.000564686 0.000343869 0.000688704 0.000704947 0.000719331 0.00058456 0.000707722 0.0006981 0.00027852 0.000341623 0.000619609 0.000582311 0.000662072 0.000459992 0.000712342 0.000732105 0.000683902
internal_weight=0 506 419 1849 354 331 1495 1293 1157 202 1104 1051 212 141 278 136 210 119 997 123 105
internal_count=2355 506 419 1849 354 331 1495 1293 1157 202 1104 1051 212 141 278 136 210 119 997 123 105
is_linear=0
shrinkage=0.0032998


Tree=8848
num_leaves=14
num_cat=0
split_feature=4 2 12 13 2 14 4 1429 49 14 43 4 12
split_gain=6.14736 2.25984 0.771993 0.552242 0.452028 0.407952 0.330346 0.405845 0.321828 0.279593 0.195694 0.106841 0.0566195
threshold=0.30163500000000004 0.14234000000000005 -0.083994999999999986 -0.16392499999999996 0.14794000000000004 0.019675000000000002 -0.38908499999999996 0.084770000000000012 -0.0066849999999999991 -0.41790499999999997 -0.078469999999999984 0.5105900000000001 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 9 6 12 8 -8 -2 -1 -11 -5
right_child=4 -3 3 5 -6 -7 7 -9 -10 11 -12 -13 -14
leaf_value=0.0004525213373719109 0.00053785363869720789 0.00020415056700823195 0.00052668069586843803 0.0010467106474096827 -1.3028056325911757e-05 0.0010979450703729667 0.00071711852992037634 0.00061773162317053769 0.00085651168196864379 0.00018838620497871387 0.00072144391062184182 0.00037362301247463635 0.000910468576225269
leaf_weight=71 52 67 61 84 53 69 213 99 1319 95 52 54 66
leaf_count=71 52 67 61 84 53 69 213 99 1319 95 52 54 66
internal_value=0 0.000801133 0.00082078 0.000837128 0.000257423 0.000847346 0.000837617 0.000823857 0.000837154 0.000328911 0.000566499 0.000255755 0.000986999
internal_weight=0 2101 2034 1911 254 1850 1781 1631 1532 201 123 149 150
internal_count=2355 2101 2034 1911 254 1850 1781 1631 1532 201 123 149 150
is_linear=0
shrinkage=0.0032998


Tree=8849
num_leaves=21
num_cat=0
split_feature=1 149 12 12 1 49 3 43 49 49 1 160 158 159 12 50 43 1 158 43
split_gain=0.179829 0.117886 0.0798845 0.190161 0.142049 0.173811 0.0981364 0.0907912 0.0741591 0.0666662 0.0785258 0.0567548 0.050086 0.146864 0.0676908 0.0696082 0.045362 0.0342173 0.0326696 0.00499561
threshold=0.13712000000000005 0.07770500000000001 0.083885000000000015 0.082530000000000006 0.092655000000000015 0.0093850000000000027 0.086245000000000016 -0.081694999999999976 -0.061834999999999994 -0.0062499999999999995 0.081315000000000012 -1.0000000180025095e-35 0.082560000000000008 0.04105000000000001 0.093175000000000022 0.082725000000000007 0.070325000000000013 0.14566000000000004 0.11694500000000001 -0.0044449999999999993
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 2 3 4 6 7 11 -6 -9 10 -4 -1 13 14 15 -11 -16 -2 -14 -13
right_child=17 -3 9 -5 5 -7 -8 8 -10 12 -12 19 18 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0053108774152977713 -0.0046493112592194937 0.012858528961061865 0.0050485917188012736 -0.0043747215562442857 -0.0017415284389677664 -0.0054722336850198863 0.0018237134481039812 0.010977969264086462 0.0037217225897591012 0.0061468600247407447 -0.0028124787492105189 0.013121919607754405 0.01074854624625233 -0.0021537748104541398 0.0037573637916051006 0.01010258610252307 0.0079250629945123944 0.00092468439628586312 0.0054638544298056093 0.010549291282068626
leaf_weight=56 52 55 103 79 56 67 61 58 132 512 55 60 97 65 403 170 92 77 53 52
leaf_count=56 52 55 103 79 56 67 61 58 132 512 55 60 97 65 403 170 92 77 53 52
internal_value=0 0.00514367 0.0049474 0.00332745 0.00445341 0.0021151 0.00764159 0.00418888 0.00594624 0.00559526 0.00230077 0.00974334 0.00596792 0.00561317 0.00604362 0.00713553 0.0045356 -0.00130827 0.00889327 0.0119435
internal_weight=0 2226 2171 621 542 313 229 246 190 1550 158 168 1392 1242 1177 682 495 129 150 112
internal_count=2355 2226 2171 621 542 313 229 246 190 1550 158 168 1392 1242 1177 682 495 129 150 112
is_linear=0
shrinkage=0.16829


Tree=8850
num_leaves=25
num_cat=0
split_feature=1 131 1 4 12 1 13 158 43 43 160 42 4 4 16 1 160 13 4 16 4 13 4 43
split_gain=3.22244 0.552016 0.3954 0.385214 0.215609 0.228456 0.19638 0.192826 0.180022 0.162735 0.137783 0.0874184 0.104797 0.116204 0.102792 0.0842763 0.0835467 0.06823 0.0608208 0.0754053 0.0571357 0.0416615 0.018945 0.0135059
threshold=0.109225 0.087705000000000019 0.12337000000000002 0.043850000000000007 1.0000000180025095e-35 0.10141500000000002 -0.099939999999999987 0.07968500000000002 -0.064499999999999988 -0.046639999999999994 -0.041304999999999994 0.089625000000000024 -0.47860499999999995 -0.1075 0.11346000000000002 0.088785000000000017 -0.15142999999999998 -0.087394999999999987 0.066275000000000014 -0.51433499999999988 -0.035694999999999991 -0.079299999999999995 -0.076184999999999989 -0.0094899999999999984
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 9 4 5 10 -4 18 -8 -2 -1 12 -6 -14 15 -15 -13 -18 -5 -20 -12 -19 -23 -21
right_child=1 -3 6 7 11 -7 8 -9 -10 -11 20 16 13 14 -16 -17 17 21 19 23 -22 22 -24 -25
leaf_value=0.00046668968185504552 0.00021515415299368235 0.00051733878843288473 -1.1752904374420247e-05 0.00037646611703402326 0.00080282004974959863 0.00035558873434322056 8.07527670448165e-05 0.00066150923982675536 0.00034406171074843168 0.00044021674607239131 0.00058303033243674318 0.0004880449240441483 0.00050702323880074871 0.00069019231469650145 0.00054161059942820183 0.00058284636254561455 0.00051811657562683894 0.0007300578256076854 0.00039454578482561064 0.00050879208976817173 0.00073575248029478691 0.00067043775784056587 0.00059870404374197698 0.0005893726556961957
leaf_weight=57 55 101 65 66 62 55 56 71 58 100 52 56 53 771 67 94 53 62 55 62 64 81 122 53
leaf_count=57 55 101 65 66 62 55 56 71 58 100 52 56 53 771 67 94 53 62 55 62 64 81 122 53
internal_value=0 0.000303278 0.000238441 0.000617463 0.000637529 0.000542413 0.000132479 0.000509566 0.000215026 0.000360583 0.000601604 0.000652765 0.000668579 0.000660093 0.00066876 0.000678568 0.000608403 0.000629487 0.000463705 0.000497367 0.000667595 0.000651628 0.0006275 0.000546236
internal_weight=0 435 334 1956 1649 228 179 307 114 155 173 1421 1047 985 932 865 374 318 236 170 116 265 203 115
internal_count=2391 435 334 1956 1649 228 179 307 114 155 173 1421 1047 985 932 865 374 318 236 170 116 265 203 115
is_linear=0
shrinkage=0.0032998


Tree=8851
num_leaves=22
num_cat=0
split_feature=2 133 2 10 49 12 3 4 159 3 2 2 49 159 2 4 3 16 49 402 4
split_gain=0.215921 0.0838071 0.0819834 0.104828 0.0980368 0.139604 0.10453 0.102459 0.0771762 0.0707991 0.0703069 0.064202 0.0552805 0.0504903 0.0527365 0.047335 0.0451893 0.0501495 0.0470134 0.049665 0.0469158
threshold=0.12051500000000002 0.082410000000000011 0.090225000000000014 0.058500000000000003 -0.049039999999999993 -1.0000000180025095e-35 0.11191000000000002 0.06301000000000001 0.018290000000000004 -0.044019999999999997 0.097625000000000003 -0.013254999999999998 -0.033169999999999991 0.08728000000000001 0.084735000000000019 0.50373500000000015 -0.078254999999999977 -0.0019699999999999995 0.085870000000000016 0.0064150000000000014 0.0015850000000000003
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=2 12 3 11 9 -6 7 8 10 -4 -7 -1 -2 16 -15 -14 18 20 19 -13 -18
right_child=1 -3 4 -5 5 6 -8 -9 -10 -11 -12 13 15 14 -16 -17 17 -19 -20 -21 -22
leaf_value=0.010986899712828284 -0.0063125999880380163 0.0051715413716989381 -0.0050461058334600123 -0.0011955368724528498 -0.0027836259995969092 0.0022781330013914441 0.012285219014592834 -0.0006258964715817768 0.010893585231430612 0.0030186788794744771 0.0068339587599138213 0.0046586367624267978 0.0024493099050523206 -0.00070435821350218466 0.0060124249763485738 -0.0035959703441062981 0.009150602660221498 0.012415557511405538 0.0097354277457715483 0.0080714163487349971 0.0032616298240641115
leaf_weight=78 52 70 55 55 65 178 57 86 69 70 212 597 92 62 70 61 100 66 78 154 64
leaf_count=78 52 70 55 55 65 178 57 86 69 70 212 597 92 62 70 61 100 66 78 154 64
internal_value=0 0.000137958 0.00515739 0.00596994 0.00379675 0.00460758 0.00540862 0.00468612 0.00568531 -0.000515454 0.00475924 0.00628192 -0.00157206 0.00597228 0.00284396 2.73577e-05 0.00636051 0.00846445 0.00577462 0.00536085 0.00686342
internal_weight=0 275 2116 1324 792 667 602 545 459 125 390 1269 205 1191 132 153 1059 230 829 751 164
internal_count=2391 275 2116 1324 792 667 602 545 459 125 390 1269 205 1191 132 153 1059 230 829 751 164
is_linear=0
shrinkage=0.16829


Tree=8852
num_leaves=19
num_cat=0
split_feature=48 15 0 16 13 14 16 0 48 49 484 49 158 3 16 124 484 15
split_gain=0.116202 0.116431 0.0853716 0.103835 0.105333 0.0823851 0.130818 0.0668913 0.0693543 0.0647612 0.0750087 0.073552 0.0650383 0.0617959 0.0587602 0.0564666 0.0490154 0.0424577
threshold=0.10168500000000001 -0.26826999999999995 -0.13314999999999996 -0.0092499999999999978 -0.015169999999999998 -0.42214499999999994 -0.4714549999999999 -0.070064999999999975 0.11376500000000002 0.091235000000000011 0.079595000000000013 0.085870000000000016 0.112085 -0.053499999999999992 -0.092049999999999979 -0.076779999999999987 0.085435000000000025 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -7 8 -2 11 14 12 13 16 -11 -15 -4 -16
right_child=7 2 9 -5 -6 6 -8 -9 -10 10 -12 -13 -14 15 17 -17 -18 -19
leaf_value=0.005063182549764754 -0.002423530647243489 -0.0010676030034037505 0.004676688115864228 -0.0049770387322324808 0.0070801569462013766 0.0030107014280687742 -0.0082778818857538652 -0.0053448082705142511 0.0052285356915638256 -0.0034048142940492272 0.0079671993798607326 0.01055598764341713 0.010557448246373969 0.0035943783765632581 0.0066239289733425006 0.009762072412098215 0.00048562481347994154 0.0004932097391599651
leaf_weight=60 61 81 1132 54 100 58 58 52 74 62 54 73 59 65 52 125 86 85
leaf_count=60 61 81 1132 54 100 58 58 52 74 62 54 73 59 65 52 125 86 85
internal_value=0 0.00415258 0.00451292 0.0014859 0.003424 0 -0.0026181 -0.000207774 0.00175763 0.00490866 0.00240037 0.00531956 0.00505777 0.00482604 0.000880747 0.00766153 0.00438224 0.00283331
internal_weight=0 2204 2028 235 181 176 116 187 135 1793 253 1540 1467 1408 199 190 1218 137
internal_count=2391 2204 2028 235 181 176 116 187 135 1793 253 1540 1467 1408 199 190 1218 137
is_linear=0
shrinkage=0.16829


Tree=8853
num_leaves=14
num_cat=0
split_feature=1 34 41 15 52 1210 4 4 0 0 0 12 12
split_gain=0.130041 0.1077 0.0686338 0.0759069 0.0668922 0.0712728 0.062403 0.127389 0.0474969 0.103626 0.0424821 0.0399416 0.0198934
threshold=0.12072500000000001 -0.021334999999999996 0.083975000000000008 0.13673000000000005 0.49868000000000007 -0.081959999999999991 -0.38908499999999996 -0.11205499999999999 -0.074274999999999994 -0.040094999999999992 -0.11471499999999998 0.093670000000000017 0.077755000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 12 -8 10 -10 -2 -6 -7
right_child=8 2 -4 -5 11 6 7 -9 9 -11 -12 -13 -14
leaf_value=0.010828761651431521 0 0.0082880687205523201 -0.0022907202494514946 -0.0027644709972540157 0.010758702688728838 0.0041146230623455224 -0.0052150491258958296 0.0032374452723896623 0.0067015442586385119 -0.0024924727175842953 -0.006537637666855836 0.0044078932332243161 0.0084120614344085111
leaf_weight=57 61 84 58 52 59 52 52 1586 63 77 52 56 82
leaf_count=57 61 84 58 52 59 52 52 1586 63 77 52 56 82
internal_value=0 0.00359727 0.00339834 0.00356233 0.00373016 0.00348435 0.00325562 0.00296802 -0.000431291 0.001632 -0.00300348 0.00768176 0.00675781
internal_weight=0 2138 2081 2023 1971 1856 1772 1638 253 140 113 115 134
internal_count=2391 2138 2081 2023 1971 1856 1772 1638 253 140 113 115 134
is_linear=0
shrinkage=0.16829


Tree=8854
num_leaves=19
num_cat=0
split_feature=2 49 394 481 156 156 15 157 16 402 131 13 16 16 15 42 0 16
split_gain=0.107453 0.114352 0.100261 0.0554822 0.0509984 0.0945351 0.086649 0.0558804 0.0616429 0.0561196 0.0427219 0.100532 0.126729 0.0493698 0.0851064 0.110535 0.075795 0.0711319
threshold=0.090225000000000014 -0.092609999999999984 -0.068564999999999987 -0.087424999999999989 0.091335000000000013 0.087205000000000019 -0.24269999999999997 -0.081329999999999986 -0.15796999999999997 0.0064150000000000014 0.094300000000000009 -0.10899499999999999 -0.069144999999999984 0.23451000000000002 -0.077134999999999995 0.094600000000000017 -0.082954999999999987 0.51222500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 -8 -9 -10 11 12 -4 14 16 -16 -13 -15
right_child=1 2 10 4 -6 -7 7 8 9 -11 -12 13 -14 17 15 -17 -18 -19
leaf_value=-0.0016605907011262499 -0.0048196520160664778 -0.005314227254585197 -0.007152756858162611 -0.0024211927262921353 0.0085237688837952377 -0.0021045335521803093 0.0092341363765673368 0.0088426646044693271 0.0030445025974837133 0.0063695977079044203 0.0061892987218014261 -0.00063886060498517881 0.0036512734647065454 -0.0031987531244995716 0.0080796325205429904 0.0014338011958035773 0.0057525845203929499 0.0033645691060024039
leaf_weight=53 78 52 71 56 64 76 63 71 762 179 73 180 54 87 178 119 74 101
leaf_count=53 78 52 71 56 64 76 63 71 762 179 73 180 54 87 178 119 74 101
internal_value=0 0.00137759 0.00186817 0.00365062 0.00387351 0.00362545 0.00401207 0.00434887 0.00404298 0.00367892 0.00226869 0.00193535 -0.00247104 0.00268311 0.00348691 0.00542287 0.00121614 0.000317731
internal_weight=0 1067 989 1324 1271 1207 1131 1075 1012 941 937 864 125 739 551 297 254 188
internal_count=2391 1067 989 1324 1271 1207 1131 1075 1012 941 937 864 125 739 551 297 254 188
is_linear=0
shrinkage=0.16829


Tree=8855
num_leaves=14
num_cat=0
split_feature=11 10 150 1 3 3 3 151 481 3 13 9 1
split_gain=0.142357 0.115128 0.0743007 0.0727399 0.0805524 0.0739131 0.0607333 0.0585031 0.0639518 0.0524182 0.0422004 0.0344168 0.0241868
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.12244500000000001 0.12958500000000003 -0.13088999999999998 0.11535000000000002 0.11924500000000002 -0.059889999999999992 -0.086729999999999988 -0.085104999999999986 0.087005000000000013 -0.070399999999999976 0.084525000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 -5 7 9 -9 -6 12 -1 -2
right_child=10 2 -4 5 6 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=0 0.0069048070408788053 -0.0032378662299500571 -0.0035988460260163928 0.0020843477299463242 0.0018645400500158086 0.010516721602328021 -0.0021004514568227959 0.0079141321070961609 0.0023345780735697613 0.0070312749843865303 0.0041934456853402573 -0.0061173386321303515 0.012164582236608608
leaf_weight=53 52 65 52 53 84 68 69 61 1413 171 72 52 52
leaf_count=53 52 65 52 53 84 68 69 61 1413 171 72 52 52
internal_value=0 0.00238488 0.0026656 0.00283069 0.00256945 0.00683805 0.0027804 0.00297622 0.0025667 0.00533634 0.00737005 -0.00304131 0.00955197
internal_weight=0 2141 2036 1984 1863 121 1798 1729 1474 255 176 105 104
internal_count=2317 2141 2036 1984 1863 121 1798 1729 1474 255 176 105 104
is_linear=0
shrinkage=0.16829


Tree=8856
num_leaves=20
num_cat=0
split_feature=1 1 11 124 124 4 4 15 4 4 4 4 43 4 15 52 403 4 43
split_gain=7.79388 0.898525 0.853056 0.629047 0.583172 0.542361 0.331898 0.286785 0.261165 0.268675 0.249975 0.516167 0.134002 0.135166 0.101348 0.0919944 0.0806109 0.0651239 0.0488522
threshold=0.10335000000000001 0.13554500000000003 1.0000000180025095e-35 -0.083859999999999976 -1.0000000180025095e-35 -0.010739999999999998 -0.49432999999999994 1.0000000180025095e-35 0.0071200000000000005 -0.11205499999999999 0.059230000000000012 0.41181500000000004 -0.0019149999999999998 -0.014099999999999998 -0.11399999999999998 -0.034054999999999995 -0.072134999999999991 0.50373500000000015 -0.06513999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -6 -5 -4 9 -8 -7 -12 13 -11 -10 -16 -14 -3 -17
right_child=1 17 7 6 5 10 8 -9 14 12 11 -13 16 -15 15 18 -18 -19 -20
leaf_value=0.00076433317200124003 0.00054053276029205038 0.00051168668389121072 0.0012452161705153193 0.0013848059549469497 0.0010459314519423858 0.00054056548580938134 0.00090903300270874594 0.0015939469164843189 0.0011494211075515231 0.0011942856115884858 0.0010500970081067189 0.00064021705082572297 0.0012012097521710409 0.0011061869297746567 0.00087709802559911569 0.0011133042481978254 0.0010618276439625844 0.00036349620616567697 0.0009816685855466615
leaf_weight=55 103 70 53 53 89 54 56 53 56 637 57 83 60 292 63 57 271 65 90
leaf_count=55 103 70 53 53 89 54 56 53 56 637 57 83 60 292 63 57 271 65 90
internal_value=0 0.000672943 0.00113155 0.00111344 0.000754113 0.000831723 0.00112517 0.00141991 0.00111644 0.00113575 0.000733271 0.000807348 0.00114579 0.00116663 0.00102082 0.000986363 0.0010872 0.000440597 0.00103295
internal_weight=0 521 1796 1690 386 283 1635 106 1582 1316 194 140 1260 929 266 210 331 135 147
internal_count=2317 521 1796 1690 386 283 1635 106 1582 1316 194 140 1260 929 266 210 331 135 147
is_linear=0
shrinkage=0.0032998


Tree=8857
num_leaves=20
num_cat=0
split_feature=1 3 4 12 4 42 1 14 43 4 15 48 49 4 12 4 52 1 52
split_gain=12.3955 1.00741 1.1048 0.705865 0.507252 0.49931 0.485663 0.462439 0.45243 0.360056 0.343674 0.303545 0.28107 0.278691 0.204301 0.220611 0.192731 0.165991 0.146494
threshold=0.10557500000000002 -0.06340999999999998 0.36766000000000004 -0.024179999999999997 -0.49432999999999994 0.098870000000000013 0.092655000000000015 0.062655000000000016 -1.0000000180025095e-35 0.0051600000000000005 -0.035449999999999988 0.10866500000000003 -0.016329999999999994 -0.091674999999999993 0.098195000000000018 -0.0057949999999999989 0.11483500000000001 0.11663000000000003 0.038145000000000005
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 -2 6 -5 10 -1 8 9 13 11 17 -10 -6 15 -14 -15 -3 -11
right_child=1 5 -4 4 7 -7 -8 -9 12 18 -12 -13 14 16 -16 -17 -18 -19 -20
leaf_value=0.0012761248964412557 0.0011655774418103382 0.00080932360494685479 0.00058122171735807652 0.0015698204615328924 0.0011292494947187886 0.00031564950867215235 0.00083250183272042119 0.0015774447628609154 0.00098299724042808412 0.0011133839503197544 0.00045202480054345524 0.00094369707232962933 0.0012262838462792417 0.0013994436799145893 0.0011129263026525241 0.0014208042193408891 0.0012683379438493758 0.00057733326955155856 0.0013305253834215928
leaf_weight=54 91 52 58 91 54 53 55 71 52 101 63 55 210 749 101 96 154 102 55
leaf_count=54 91 52 58 91 54 53 55 71 52 101 63 55 210 749 101 96 154 102 55
internal_value=0 0.000713234 0.000938347 0.00131174 0.001328 0.00060992 0.0010526 0.00131459 0.0013027 0.00133896 0.00066713 0.000731802 0.00121469 0.00136317 0.00124421 0.00128742 0.00137712 0.000655896 0.00119017
internal_weight=0 474 149 1843 1734 325 109 1643 1572 1113 272 209 459 957 407 306 903 154 156
internal_count=2317 474 149 1843 1734 325 109 1643 1572 1113 272 209 459 957 407 306 903 154 156
is_linear=0
shrinkage=0.0032998


Tree=8858
num_leaves=15
num_cat=0
split_feature=41 16 2 0 9 48 456 457 1447 1456 133 475 2 2
split_gain=0.096935 0.0781884 0.0684488 0.0702676 0.0666581 0.0651479 0.0619931 0.0771463 0.0682095 0.0890793 0.0504826 0.0422943 0.0285795 0.0133985
threshold=0.075585000000000013 -0.054549999999999994 0.114805 0.12500000000000003 -1.0000000180025095e-35 0.11077000000000002 0.078475000000000003 0.087995000000000004 -0.086059999999999984 -0.062944999999999987 0.022390000000000004 -0.081774999999999973 0.14870000000000003 0.12293000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 10 7 8 -6 -10 12 -8 13 -4
right_child=1 -3 5 -5 6 -7 11 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0015430749762371588 0.0048095745855047233 0.01365745606261356 -0.0018364933610564957 0.010296631262540185 0.0093345857951968193 0.0062600160723274567 0.0042560949276857097 -0.0015494967885036949 -0.00031253922941031987 0.0043007304065976444 0.0039918804781784835 0.010347753612010107 -0.0043842268546689742 0.0016860405779127892
leaf_weight=59 64 52 53 52 69 65 59 70 129 1368 74 75 56 72
leaf_count=59 64 52 53 52 69 65 59 70 129 1368 74 75 56 72
internal_value=0 0.00879135 0.00378679 0.00417441 0.00399937 0.00150264 0.00418514 0.00389786 0.00414251 0.00390199 0.000282928 0.00767901 -0.00122351 0.000178113
internal_weight=0 116 2201 1881 1829 320 1770 1636 1566 1497 255 134 181 125
internal_count=2317 116 2201 1881 1829 320 1770 1636 1566 1497 255 134 181 125
is_linear=0
shrinkage=0.16829


Tree=8859
num_leaves=15
num_cat=0
split_feature=44 10 11 0 0 15 481 0 0 11 42 39 160 15
split_gain=0.147181 0.110921 0.0569012 0.100983 0.072985 0.0687716 0.0546117 0.0539284 0.0371737 0.0360333 0.0345425 0.0436073 0.0278764 0.0248017
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.077415000000000012 -0.11169999999999998 -0.099059999999999995 -0.037184999999999996 -0.086729999999999988 -0.066044999999999979 -0.14076499999999997 0.086080000000000018 0.091545000000000015 1.0000000180025095e-35 -0.077609999999999985 -0.11764999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 8 -6 -1 13 -4 11 -8 -12 -3
right_child=-2 2 9 4 6 -7 10 -9 -10 -11 12 -13 -14 -15
leaf_value=0.00177815882461874 0.012223323395454235 -0.0019332816136043752 0.010197960650976065 0.0084522193443206453 0.0081557066054325708 -0.0032844562253833529 0.0034518985729087891 -0.0057294908837858217 0.005728782390545026 0.0045662170722489837 0.0049233690582892948 0.0083309286509358604 0.0011484519129403513 0.0025278552922787657
leaf_weight=52 52 60 53 87 67 99 1125 56 58 87 68 55 313 85
leaf_count=52 52 60 53 87 67 99 1125 56 58 87 68 55 313 85
internal_value=0 0.00315476 0.0034186 0.00318918 0.00368898 0.000344975 0.00343333 -0.00209806 0.00212384 0.00671107 0.00322949 0.00368083 0.00182691 0.000669477
internal_weight=0 2265 2157 2017 1715 302 1628 108 203 140 1561 1180 381 145
internal_count=2317 2265 2157 2017 1715 302 1628 108 203 140 1561 1180 381 145
is_linear=0
shrinkage=0.16829


Tree=8860
num_leaves=17
num_cat=0
split_feature=4 3 39 11 4 0 16 0 12 0 39 0 4 16 43 16
split_gain=3.29516 1.27202 0.745672 0.332769 0.27147 0.231569 0.211185 0.201595 0.198368 0.173728 0.167562 0.126562 0.113267 0.076461 0.0714103 0.0666384
threshold=0.30163500000000004 0.11372500000000001 0.085495000000000015 1.0000000180025095e-35 0.50113000000000019 -0.10803999999999998 -0.34140499999999996 -0.067969999999999989 0.087045000000000025 -0.094124999999999986 0.087880000000000014 -0.059114999999999994 -0.0052149999999999992 0.26676500000000009 0.0035900000000000007 0.092980000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 -1 -4 14 -5 -6 13 -8 -10 15 -7
right_child=4 -3 7 9 10 8 12 -9 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00075424472419453274 0.0001565572351950172 0.00031417159249149594 0.00060014380333000292 0.0010008031303844448 0.00046310200484159534 0.00076544880635804268 0.00060933108944632379 0.00034455222019527589 0.00071265577807712419 0.00076577440889681505 0.00024309265225011509 0.00057836449655074989 0.00039254275512089383 0.00061049882700639881 0.00064988018980187867 0.00087737645577420096
leaf_weight=54 103 98 64 64 95 395 53 73 838 79 64 103 55 94 52 74
leaf_count=54 103 98 64 64 95 395 53 73 838 79 64 103 55 94 52 74
internal_value=0 0.000681873 0.000699891 0.000717222 0.000289116 0.000704384 0.00058447 0.00046421 0.000716846 0.000871208 0.000374766 0.000690082 0.000499256 0.00070239 0.000769947 0.000783184
internal_weight=0 2096 1998 1861 262 1718 162 137 1556 143 159 1035 108 932 521 469
internal_count=2358 2096 1998 1861 262 1718 162 137 1556 143 159 1035 108 932 521 469
is_linear=0
shrinkage=0.0032998


Tree=8861
num_leaves=19
num_cat=0
split_feature=4 3 39 14 15 159 48 2 3 16 42 4 3 1212 1212 4 150 2
split_gain=3.58122 1.59528 1.10258 0.869097 0.212757 0.268532 0.204674 0.17681 0.222069 0.175895 0.138751 0.135914 0.132763 0.115061 0.0904935 0.0854264 0.0747297 0.0626079
threshold=0.30163500000000004 0.11372500000000001 0.081875000000000017 0.062655000000000016 -0.42759999999999992 0.10579500000000001 0.087470000000000006 0.090225000000000014 -0.052614999999999995 -0.0101 0.088285000000000016 -0.42305999999999994 -0.094679999999999986 0.087210000000000024 0.040035000000000008 -0.080164999999999986 0.087380000000000013 0.11715500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -2 -4 10 11 -10 13 -9 -13 16 15 -12 -1 -6
right_child=4 -3 6 -5 17 -7 -8 8 9 -11 14 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00082572089264384919 0.00056167011290417679 0.000339515149407707 0.00061591258828224359 0.0011476891576749986 0.00032727580939515276 0.00025487565885435888 0.00037290015113717267 0.00089905901578430617 0.00073461738204960594 0.00046279817345620025 0.00089070802697168512 0.00062362967574075144 0.00076800727603648677 0.00093745829380039857 0.00063068896807825993 0.00074211458271924036 0.00070218320123563763 0.00018111333759879638
leaf_weight=607 77 98 82 73 60 53 72 72 52 54 57 87 413 99 62 205 63 72
leaf_count=607 77 98 82 73 60 53 72 72 52 54 57 87 413 99 62 205 63 72
internal_value=0 0.000751208 0.000771384 0.000793818 0.000341753 0.000436863 0.000502525 0.000779212 0.000736736 0.000596476 0.000805527 0.000762667 0.000742956 0.000830077 0.000747151 0.000774577 0.000814157 0.000247818
internal_weight=0 2096 1998 1844 262 130 154 1771 678 106 1093 572 500 769 324 262 670 132
internal_count=2358 2096 1998 1844 262 130 154 1771 678 106 1093 572 500 769 324 262 670 132
is_linear=0
shrinkage=0.0032998


Tree=8862
num_leaves=14
num_cat=0
split_feature=14 10 43 1453 133 1213 51 13 15 13 157 51 15
split_gain=0.142217 0.114703 0.0790341 0.0617937 0.0681656 0.106816 0.0934139 0.0793026 0.0753282 0.152763 0.0699142 0.0316645 0.0201932
threshold=0.062655000000000016 0.046740000000000011 -0.46848499999999998 -0.077764999999999987 1.0000000180025095e-35 -0.021674999999999996 -0.23953499999999997 -0.086124999999999993 -0.13662499999999997 -0.117405 -0.083209999999999992 -1.0000000180025095e-35 -0.0099749999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 12 11 -10 -9 -8 -7
right_child=-2 -3 3 4 5 7 8 10 9 -11 -12 -13 -14
leaf_value=-0.0027963411813631922 0.010146565963030532 -0.0043156267106925052 0.008825394345976954 0.0095345329915928496 0.010690411602389677 0.0085644009638654456 0.001639096737777176 -0.0026040392476618661 -0.0051377827745891641 0.0023309122005510767 0.003618902008610468 0.0064965669858231111 0.0044372415605195056
leaf_weight=58 85 57 60 53 74 108 52 57 84 993 472 153 52
leaf_count=58 85 57 60 53 74 108 52 57 84 993 472 153 52
internal_value=0 0.00312475 0.00331695 0.00348208 0.00332842 0.00460035 0.00260011 0.00394366 0.00231203 0.00174673 0.00294498 0.00527319 0.0072343
internal_weight=0 2273 2216 2158 2098 763 1335 689 1282 1077 529 205 160
internal_count=2358 2273 2216 2158 2098 763 1335 689 1282 1077 529 205 160
is_linear=0
shrinkage=0.16829


Tree=8863
num_leaves=24
num_cat=0
split_feature=1 4 12 47 14 12 1 16 1 1 1 12 1 4 151 4 0 0 15 4 16 1213 12
split_gain=7.50126 1.01249 0.971666 0.557792 0.740554 0.494747 0.412005 0.393323 0.318847 0.29597 0.28082 0.265711 0.197407 0.163905 0.153928 0.107569 0.190577 0.107136 0.113303 0.0959427 0.089698 0.065354 0.0538116
threshold=0.104035 -0.015104999999999999 0.023990000000000004 0.085505000000000012 -0.45687499999999998 0.090255000000000016 0.087070000000000022 -0.015159999999999998 0.089790000000000023 0.11663000000000003 0.13075500000000004 0.11769500000000001 1.0000000180025095e-35 0.032965000000000001 -0.0071249999999999985 0.053010000000000009 -0.097829999999999986 -0.088634999999999992 0.11469500000000001 0.41257000000000005 0.18141000000000002 -0.12077499999999998 0.084055000000000005
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 6 4 -3 8 12 10 15 -2 19 13 -1 17 -8 16 -4 -7 20 -6 -19 -18 -23
right_child=1 3 5 -5 7 11 14 -9 -10 -11 -12 -13 -14 -15 -16 -17 21 18 -20 -21 -22 22 -24
leaf_value=0.00094245942032380461 0.0010396143297397604 0.00085870761049904542 0.001408132903715205 0.00078954961432746776 0.0007117567111828868 0.0012520977783127929 0.00066476164668353033 0.00016844412279297388 0.00093499633870713418 0.00071782692982792393 0.00035589691557597487 0.00084427437898535059 0.0012101327696401652 0.00096257334043862845 0.00088887677397041849 0.0010589148357022821 0.0010912983741544079 0.0011398832937315063 0.0009679043033663441 0.00050722681755703699 0.0010148962307272131 0.0012811034687048683 0.0011957700941547782
leaf_weight=73 77 52 54 97 52 56 59 52 52 54 89 54 54 100 83 55 61 345 70 52 84 112 521
leaf_count=73 77 52 54 97 52 56 59 52 52 54 89 54 54 100 83 55 61 345 70 52 84 112 521
internal_value=0 0.000655466 0.00110303 0.000571666 0.000500386 0.00113463 0.000919145 0.000424191 0.00118845 0.000907238 0.000492914 0.00106968 0.00105655 0.00108821 0.000796007 0.00120482 0.0012155 0.00111079 0.00109486 0.000609831 0.00111549 0.00120046 0.00121092
internal_weight=0 525 1833 394 297 1564 269 245 855 131 193 709 127 655 142 803 748 555 499 104 429 694 633
internal_count=2358 525 1833 394 297 1564 269 245 855 131 193 709 127 655 142 803 748 555 499 104 429 694 633
is_linear=0
shrinkage=0.0032998


Tree=8864
num_leaves=20
num_cat=0
split_feature=1 52 14 52 0 50 0 15 47 4 0 16 1 48 13 50 0 0 16
split_gain=3.27431 0.933098 0.583894 0.457484 0.412666 0.392068 0.36789 0.311311 0.22396 0.193014 0.163536 0.20645 0.22139 0.129092 0.0990469 0.0896925 0.0914827 0.0280456 0.0233945
threshold=0.104035 -0.41304999999999997 0.054835000000000009 -0.15824499999999997 0.12539500000000003 0.041865000000000006 -0.10653 -0.097499999999999989 0.10648500000000001 0.0082450000000000006 -0.031614999999999997 -0.0098949999999999975 0.13301500000000002 0.093265000000000015 -0.07965499999999999 0.11028 -0.084044999999999995 -0.082404999999999992 -0.065229999999999996
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 -3 6 8 7 -1 10 13 11 12 -5 15 -15 16 -8 -11 -17
right_child=1 3 -4 5 -6 -7 9 -9 -10 17 -12 -13 -14 14 -16 18 -18 -19 -20
leaf_value=0.00061395791173650979 0.00068879822865842738 -1.8758616843985906e-05 0.00089759486560054863 0.00032179269108644241 0.00031791675785367783 0.00052590074851975447 0.00069256580101537124 0.00032893450985129109 0.00044755322105774075 0.00055668061686008573 0.00036508405817525509 -8.6732566756843722e-06 7.4751398213666187e-05 0.00062428425888120685 0.0004171805420031171 0.00050059700676812033 0.00062977500504235809 0.00046904440797296715 0.00060259691254099671
leaf_weight=77 63 56 73 105 57 69 419 93 54 102 62 52 64 52 52 55 716 79 58
leaf_count=77 63 56 73 105 57 69 419 93 54 102 62 52 64 52 52 55 716 79 58
internal_value=0 0.000311735 0.000607462 0.000260241 0.000595408 0.000298811 0.000604675 0.000458241 0.00025221 0.000620891 0.000214812 0.000172495 0.000228447 0.000634556 0.000521071 0.000643985 0.000652986 0.000518625 0.000553263
internal_weight=0 525 1833 462 1760 406 1703 170 337 1533 283 221 169 1352 104 1248 1135 181 113
internal_count=2358 525 1833 462 1760 406 1703 170 337 1533 283 221 169 1352 104 1248 1135 181 113
is_linear=0
shrinkage=0.0032998


Tree=8865
num_leaves=19
num_cat=0
split_feature=1 12 1 16 123 12 1 43 4 12 4 4 4 13 43 13 16 16
split_gain=5.52624 0.656598 0.588048 0.388173 0.388761 0.252577 0.188634 0.171187 0.222368 0.158914 0.140471 0.158219 0.121704 0.108729 0.100541 0.116756 0.0961319 0.0560175
threshold=0.11156000000000001 0.054520000000000006 0.095950000000000021 -0.26987499999999992 0.083715000000000026 0.11844 0.13052500000000003 -0.15786499999999998 -0.49269499999999994 -1.0000000180025095e-35 -0.13833499999999996 0.053455000000000009 0.0071200000000000005 -0.08151499999999999 -0.076554999999999984 -0.071244999999999989 -0.13644999999999999 0.014185000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 6 14 7 -2 -3 -9 -4 -10 13 17 -12 -5 -16 -13 -1
right_child=3 5 9 4 -6 -7 -8 8 10 -11 11 16 -14 -15 15 -17 -18 -19
leaf_value=0.00084662327324421622 0.00030732088257809229 0.00064219254360012431 0.00034293270393365453 0.00035558459658404463 0.00014925327829912508 0.00056108161993870774 7.5291593607170954e-05 0.0010025495000592912 0.00061098660722810753 0.00056069819247661645 0.00083960750296288242 0.00076686152805708523 0.00061224404737369651 0.00077420273183962849 0.00041442991928164328 0.0006303531547131036 0.00059893511155657635 0.00070522534693848486
leaf_weight=80 70 93 71 54 53 60 85 53 52 78 505 83 66 681 52 61 73 57
leaf_count=80 70 93 71 54 53 60 85 53 52 78 505 83 66 681 52 61 73 57
internal_value=0 0.000744745 0.000615226 0.000307206 0.000396453 0.000773217 0.000180306 0.000781459 0.000790386 0.000457167 0.000782294 0.000788906 0.000731065 0.000802082 0.000474694 0.000531302 0.000688506 0.000788051
internal_weight=0 1952 352 375 220 1600 155 1540 1447 149 1394 1342 203 1186 167 113 156 137
internal_count=2327 1952 352 375 220 1600 155 1540 1447 149 1394 1342 203 1186 167 113 156 137
is_linear=0
shrinkage=0.0032998


Tree=8866
num_leaves=19
num_cat=0
split_feature=48 4 48 43 43 403 1 0 4 48 3 4 3 49 1 3 1 39
split_gain=0.248481 0.124605 0.125755 0.203795 0.10293 0.0844313 0.0635166 0.0635066 0.225667 0.101216 0.0682802 0.111297 0.101653 0.0464741 0.0573991 0.0460349 0.0302973 0.0290704
threshold=0.13252500000000003 0.0099250000000000015 -0.032929999999999994 -0.0088849999999999988 0.0049250000000000014 -0.54045999999999983 0.10600000000000002 -0.029554999999999994 -0.44205499999999992 -0.065224999999999991 -0.10468499999999999 -0.088319999999999996 0.045635000000000002 0.091325000000000003 0.092655000000000015 -0.16324999999999998 0.078435000000000019 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 13 6 -1 -5 9 15 -7 -11 -12 -13 14 -4 -9 -6 -16
right_child=-2 2 3 4 16 7 -8 8 -10 10 11 12 -14 -15 17 -17 -18 -19
leaf_value=0.011914211325184471 -0.0070515014542537023 -0.0052998702993514021 0.005917548390419732 0.014347688343688096 0.0060533368929671589 0.012139195977925775 0.0068453299055133074 0.010027486731703344 -0.0058393620121962395 0.00057347998407871338 0.012382807634556174 0.0054910346619485373 -0.0020233676241263564 -0.0030293304887842555 -0.0021091328288698895 0.0036908708465347596 0.00080019168463354171 0.0028964287071852196
leaf_weight=54 53 53 61 55 58 63 80 54 65 85 64 1146 53 88 89 85 69 52
leaf_count=54 53 53 61 55 58 63 80 54 65 85 64 1146 53 88 89 85 69 52
internal_value=0 0.00459215 0.00251743 0.00327126 0.00667346 0.00534314 0.00991515 0.00512232 0.00233162 0.00552452 0.00521404 0.00552493 0.00515737 0.00019136 0.00160333 0.0061655 0.00321341 -0.000250368
internal_weight=0 2274 605 552 262 1669 135 1615 204 1411 1348 1263 1199 290 202 139 127 141
internal_count=2327 2274 605 552 262 1669 135 1615 204 1411 1348 1263 1199 290 202 139 127 141
is_linear=0
shrinkage=0.16829


Tree=8867
num_leaves=26
num_cat=0
split_feature=2 43 43 50 12 42 13 150 49 399 49 133 1446 43 49 13 43 129 16 16 43 16 16 42 133
split_gain=0.169479 0.100696 0.122839 0.0867224 0.0852251 0.0831148 0.1954 0.0907998 0.0705198 0.0658508 0.0702578 0.0665802 0.0643526 0.0633638 0.0611237 0.0483432 0.0661315 0.0445629 0.0432183 0.0850268 0.0393829 0.0338945 0.0328583 0.0328151 0.0174416
threshold=0.11891500000000001 -0.038674999999999994 -0.018199999999999997 0.10352000000000001 0.097755000000000022 -1.0000000180025095e-35 -0.011494999999999998 0.085210000000000022 -0.054509999999999996 0.086815000000000017 -0.080744999999999997 -0.0081099999999999974 0.037915000000000011 -0.083154999999999993 0.090385000000000007 -0.086029999999999981 -0.012264999999999998 0.087505000000000013 0.52822500000000006 -1.0000000180025095e-35 0.0049250000000000014 -0.013024999999999998 -0.079929999999999987 0.086375000000000021 -0.24166499999999999
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=1 3 -3 5 15 17 7 12 -9 10 -4 20 14 -5 -7 -2 -17 21 19 -13 23 22 -1 -12 -22
right_child=4 2 9 13 -6 6 -8 8 -10 -11 11 18 -14 -15 -16 16 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0063767409541655076 0.0053051862978716847 0.011760893456813231 0.011035962828766009 0.010546000432996 -0.0045537232788564024 0.0012653848536769128 -0.0067967104687758316 0.010714681314717613 0.0022536722333772511 0.00023293708511629176 0.0062030285722941662 0.004235994168682429 0.006165610895896686 0.0028849280869198092 -0.0049628602057412369 -0.0041917296221111134 0.004004915002757686 0.00037749029631193296 0.007678846945808779 -0.0013994879058209597 0.0060337393100053814 0.0092497800953175412 0.0011111298190128027 0.010622205283332126 0.002707017807386353
leaf_weight=96 68 77 55 68 91 313 75 58 55 84 118 283 64 57 52 60 52 52 58 103 109 62 53 84 80
leaf_count=96 68 77 55 68 91 313 75 58 55 84 118 283 64 57 52 60 52 52 58 103 109 62 53 84 80
internal_value=0 0.0041204 0.0052742 0.002912 -0.000350877 0.00231977 0.00124804 0.00236456 0.00661239 0.00475955 0.00518476 0.0047972 0.00124148 0.00706692 0.000373151 0.00176391 -0.000370104 0.00482723 0.00337841 0.00272757 0.00640371 0.00591534 0.0045158 0.0080496 0.00463511
internal_weight=0 2056 1051 1005 271 880 617 542 113 974 890 835 429 125 365 180 112 263 444 386 391 211 149 202 189
internal_count=2327 2056 1051 1005 271 880 617 542 113 974 890 835 429 125 365 180 112 263 444 386 391 211 149 202 189
is_linear=0
shrinkage=0.16829


Tree=8868
num_leaves=26
num_cat=0
split_feature=2 2 4 2 3 13 43 1456 3 1456 4 52 43 52 3 3 4 43 2 42 13 457 4 13 13
split_gain=2.96272 2.44828 0.509858 0.371055 0.342595 0.275658 0.221928 0.201111 0.137217 0.124378 0.0825794 0.0809283 0.0858491 0.0790348 0.0959716 0.0843804 0.0734996 0.0665968 0.0829849 0.0746527 0.122833 0.0633837 0.0994272 0.0364882 0.0292823
threshold=0.11891500000000001 -1.0000000180025095e-35 -0.072529999999999983 0.16730000000000003 -0.027864999999999997 -0.10099999999999999 -0.006474999999999999 -0.006794999999999999 -0.06340999999999998 0.056145000000000007 0.046720000000000005 0.0029250000000000005 -0.0088849999999999988 0.10611000000000001 -0.14162499999999997 -0.098469999999999988 -0.0058549999999999991 -0.083154999999999993 0.087610000000000007 -0.032624999999999994 -0.06457499999999998 0.069910000000000014 0.059230000000000012 -0.080624999999999988 -0.084704999999999989
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=1 6 7 5 10 -2 -1 -3 -7 13 17 12 -12 14 -9 -16 -6 18 24 -19 -21 22 -18 -20 -4
right_child=3 2 4 -5 16 8 -8 9 -10 -11 11 -13 -14 -15 15 -17 21 19 23 20 -22 -23 -24 -25 -26
leaf_value=0.00019922707949700816 0.00021101133623377958 0.0010165984989628839 0.00081245471466482905 0.00012414001145253146 0.00048097904503918487 0.00061489099684263295 0.00046190620092880034 0.00090779658862298769 0.00041299672700331324 0.000962707241210785 0.00056138288985802432 0.00077515752477556996 0.00073116871701340257 0.00066679885257773207 0.0006585431021147581 0.00079962295066316976 0.0007788123643648003 0.00081952116785230327 0.0008146644771729588 0.00073638412123551748 0.00056538131564476954 0.00052682396856872668 0.00057966104046266564 0.00069465118295467421 0.00093225368474967078
leaf_weight=84 52 53 53 59 53 60 61 86 100 52 82 67 58 54 54 523 52 87 53 283 57 52 63 76 53
leaf_count=84 52 53 53 59 53 60 61 86 100 52 82 67 58 54 54 523 52 87 53 283 57 52 63 76 53
internal_value=0 0.000723772 0.000755151 0.000356442 0.000708081 0.000420925 0.000309976 0.000817468 0.000488927 0.000803698 0.000737694 0.000678489 0.000631974 0.000792116 0.00080227 0.000786481 0.000590951 0.000756153 0.000802323 0.000730661 0.00070782 0.000625642 0.000670018 0.000744232 0.000872687
internal_weight=0 2056 1911 271 1089 212 145 822 160 769 869 207 140 717 663 577 220 662 235 427 340 167 115 129 106
internal_count=2327 2056 1911 271 1089 212 145 822 160 769 869 207 140 717 663 577 220 662 235 427 340 167 115 129 106
is_linear=0
shrinkage=0.0032998


Tree=8869
num_leaves=27
num_cat=0
split_feature=1 52 484 0 4 0 4 0 52 12 131 48 4 4 2 12 43 42 150 12 4 2 484 160 4 12
split_gain=5.41876 0.72482 0.45454 0.448894 0.393405 0.206399 0.370071 0.273348 0.198034 0.178739 0.167577 0.127125 0.178318 0.184136 0.125965 0.115261 0.10628 0.101409 0.0977903 0.150713 0.0557301 0.0477132 0.0456562 0.0241704 0.0162522 0.0147317
threshold=0.10538500000000002 -0.40011499999999994 -1.0000000180025095e-35 0.12539500000000003 0.0051600000000000005 -0.084044999999999995 -0.032764999999999996 -0.10220499999999998 1.0000000180025095e-35 0.083865000000000009 0.088160000000000002 0.09111000000000001 -0.49432999999999994 -0.096364999999999992 0.13775000000000001 0.083825000000000024 -0.0088849999999999988 0.081180000000000016 0.079825000000000021 -1.0000000180025095e-35 -0.084824999999999984 0.084675000000000014 -1.0000000180025095e-35 -0.081539999999999987 -0.084134999999999988 0.087965000000000015
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=3 -2 -3 4 5 6 9 -8 15 -1 14 12 -7 -14 18 -6 -17 -10 19 -4 -15 24 -9 -24 -11 -23
right_child=1 2 10 -5 8 11 7 22 17 21 -12 -13 13 20 -16 16 -18 -19 -20 -21 -22 25 23 -25 -26 -27
leaf_value=0.001074362131143857 0.0007348015267385654 0.00060265541036673615 0.0001023698014922546 0.00047607322298283579 0.00049721629836932488 0.00094161036477753528 0.00054201401844599143 0.00074439625447509793 0.00087325943374954348 0.00087306488220671599 0.00043846723615746013 0.00059782436879016263 0.00056155229461408247 0.00084881857854437917 0.0001429871828563419 0.00058027707985288301 0.00077146722451406507 0.00068451799618290629 0.00038550065023216341 0.00032096454947759691 0.00075568159726616319 0.0009785900966545549 0.00079986529843995144 0.00088728261316447956 0.00078407723794291883 0.0008857837363560817
leaf_weight=68 52 55 55 60 75 61 53 101 58 61 62 53 52 88 88 78 57 74 79 94 568 52 98 74 58 53
leaf_count=68 52 55 55 60 75 61 53 101 58 61 62 53 52 88 88 78 57 74 79 94 568 52 98 74 58 53
internal_value=0 0.000366166 0.000321814 0.000758355 0.00076784 0.000791864 0.000837964 0.000760927 0.000666581 0.00092385 0.000280858 0.000757163 0.000768099 0.000753099 0.000249823 0.000602843 0.000661263 0.000767717 0.000290904 0.000240512 0.000768229 0.000878002 0.000803297 0.00083768 0.000829989 0.000932081
internal_weight=0 485 433 1842 1782 1440 618 326 342 292 378 822 769 708 316 210 135 132 228 149 656 224 273 172 119 105
internal_count=2327 485 433 1842 1782 1440 618 326 342 292 378 822 769 708 316 210 135 132 228 149 656 224 273 172 119 105
is_linear=0
shrinkage=0.0032998


Tree=8870
num_leaves=19
num_cat=0
split_feature=12 12 15 13 3 13 13 40 50 16 157 3 1375 12 483 12 15 3
split_gain=0.0841241 0.111051 0.13189 0.10929 0.0810711 0.166222 0.0841471 0.0777333 0.0720027 0.06969 0.0597405 0.0512365 0.0356728 0.0325069 0.0302756 0.0478385 0.0300924 0.0785686
threshold=0.054520000000000006 -0.097959999999999978 0.0056700000000000006 -0.15310499999999996 -0.10237999999999998 0.078685000000000019 0.15196000000000004 -0.068949999999999997 0.10954500000000002 -0.021179999999999997 -1.0000000180025095e-35 -0.0037799999999999995 -0.07273499999999998 0.11721500000000001 -0.073589999999999989 0.090840000000000018 -0.10245999999999998 0.11372500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -2 5 -5 -7 9 12 -3 -10 -9 -6 14 -14 -16 -13 -18
right_child=3 2 -4 4 8 6 -8 11 10 -11 -12 16 13 -15 15 -17 17 -19
leaf_value=0.0080339304181444963 -0.0017610577972595974 0.00066770018080625692 0.0090188666261309027 0.01432681386118362 0.0093376009569604151 0.00084879447917954114 0.0092075000268877112 -0.0044094748273330146 -0.0034980315208741931 0.0082592446023232822 0.0037105922430815705 -0.0022318003670834781 0.0083182689930385578 0.00087109558638119101 0.0038149474851691279 0.0060698362615492782 0.0047566884366840581 -0.0031789175269827533
leaf_weight=87 69 83 59 78 52 77 62 86 53 59 84 80 74 58 641 466 95 56
leaf_count=87 69 83 59 78 52 77 62 86 53 59 84 80 74 58 641 466 95 56
internal_value=0 0.00246559 0.0015269 0.00478111 0.00505662 0.00809819 0.00459006 0.000559968 0.00459316 0.00383459 0.000908741 -0.000901229 0.00498276 0.00479854 0.0049899 0.00476578 0.000397094 0.00180178
internal_weight=0 605 518 1714 1645 217 139 459 1428 142 137 317 1291 1239 1181 1107 231 151
internal_count=2319 605 518 1714 1645 217 139 459 1428 142 137 317 1291 1239 1181 1107 231 151
is_linear=0
shrinkage=0.16829


Tree=8871
num_leaves=19
num_cat=0
split_feature=41 1210 3 2 3 41 50 48 15 48 15 16 400 52 133 2 15 157
split_gain=0.100243 0.082813 0.0719139 0.0728076 0.0915058 0.0705049 0.0690783 0.0721492 0.0679299 0.0662728 0.0955027 0.0719885 0.0541509 0.0470998 0.045162 0.0413525 0.0192968 0.0302283
threshold=0.091290000000000024 -0.080364999999999978 -0.026769999999999999 -0.013254999999999998 -0.0047649999999999993 0.07882500000000002 0.10672000000000002 0.091085000000000013 -0.41971499999999995 0.087470000000000006 -0.037184999999999996 -0.083879999999999996 -1.0000000180025095e-35 0.084880000000000025 0.0024650000000000006 0.064660000000000009 -0.0070899999999999991 -0.0098349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 12 -6 10 -10 -11 13 -3 -9 -14 17 -8
right_child=-2 2 3 4 8 -7 16 14 9 11 -12 -13 15 -15 -16 -17 -18 -19
leaf_value=0.0079802455147127555 0.010796690034963278 -0.003353429488754881 0.0061805587135526597 -0.0042841611270530286 -0.0038689975260344728 -0.0023843564739426133 -0.0036095408639575028 0.01081501670192982 0.0094884604726675516 -0.0051574171451252097 0.0017475758707893119 0.0034612164929162638 0.0023887043111199451 0.0032888898410502864 0.004251793206841924 0.0047655916084441211 0.0031202446767213572 0.001865561192704146
leaf_weight=103 52 52 76 89 52 53 52 73 71 52 126 58 275 72 52 888 60 63
leaf_count=103 52 52 76 89 52 53 52 73 71 52 126 58 275 72 52 888 60 63
internal_value=0 0.00330704 0.00308378 0.00136199 0.000540548 0.00363282 0.0038349 0.00422602 0.00174165 0.00269784 0.00454656 -0.000596714 0.00384845 0.000488912 0.00809909 0.0042051 0.000668851 -0.000594515
internal_weight=0 2267 2164 524 448 1640 1587 1412 359 307 197 110 1287 124 125 1163 175 115
internal_count=2319 2267 2164 524 448 1640 1587 1412 359 307 197 110 1287 124 125 1163 175 115
is_linear=0
shrinkage=0.16829


Tree=8872
num_leaves=26
num_cat=0
split_feature=4 12 150 3 2 2 12 4 42 0 3 3 49 3 3 130 133 133 12 4 0 12 0 12 16
split_gain=2.90088 1.17347 0.534444 0.336966 0.297834 0.26131 0.19808 0.182376 0.165427 0.140661 0.14049 0.0854419 0.0776145 0.0752667 0.0843515 0.077817 0.0710915 0.0632243 0.0508597 0.0495479 0.0293783 0.0281266 0.0322434 0.0273938 0.015592
threshold=0.30163500000000004 0.054520000000000006 0.091105000000000005 -0.11327499999999999 -0.0091949999999999983 0.099675000000000014 0.096700000000000022 -0.047714999999999987 0.080060000000000006 -0.07883999999999998 -0.00079499999999999981 -0.052614999999999995 -0.0090499999999999973 -0.08126499999999999 -0.080564999999999984 0.087020000000000014 0.084675000000000014 -0.076779999999999987 0.11769500000000001 -0.35136499999999998 -0.11912999999999999 0.10577500000000002 -0.07581499999999998 0.090465000000000004 0.19578000000000004
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=1 2 4 8 -1 7 12 -6 19 20 -7 -11 16 15 -15 17 -5 -14 21 -3 -2 22 -8 -16 -24
right_child=9 3 -4 6 5 10 18 -9 -10 11 -12 -13 13 14 23 -17 -18 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.00039638476868987901 0.00031489049887186565 0.00091844306807289716 0.0002792375639190717 0.00059655978877085341 0.00091034313958223963 0.00045642970056549418 0.00060406832401766863 0.00066830046301508714 0.0010641725733995455 0.00034467212050263757 0.00065709182925357266 0.00053429984627597878 0.00089997071854907901 0.00061958401588698201 0.0008066597903530696 0.00070804104988425771 0.00075628734145106373 0.00080256919326774029 0.00060020433419738625 0.00077637126050769428 0.00021233273156566972 0.00074988850743280345 0.00074892983266937102 0.00073809039336431861 0.00066013281309790955
leaf_weight=56 85 52 59 52 56 72 55 92 52 55 85 52 95 54 122 84 85 457 74 69 52 98 60 194 52
leaf_count=56 85 52 59 52 56 72 55 92 52 55 85 52 95 54 122 84 85 457 74 69 52 98 60 194 52
internal_value=0 0.000727595 0.000571494 0.000767188 0.000619161 0.000659949 0.000750962 0.000760122 0.000905989 0.00034694 0.000565293 0.000437157 0.000771967 0.000782289 0.000743595 0.000804744 0.000695918 0.000819396 0.000680034 0.000837718 0.000276221 0.000702193 0.000673994 0.000764675 0.000708017
internal_weight=0 2075 420 1655 361 305 1482 148 173 244 157 107 1143 1006 370 636 137 552 339 121 137 265 167 316 112
internal_count=2319 2075 420 1655 361 305 1482 148 173 244 157 107 1143 1006 370 636 137 552 339 121 137 265 167 316 112
is_linear=0
shrinkage=0.0032998


Tree=8873
num_leaves=13
num_cat=0
split_feature=150 484 49 48 52 42 48 9 475 1210 52 472
split_gain=0.0978725 0.140361 0.0987246 0.107693 0.0814614 0.0655602 0.0826747 0.0604372 0.0501556 0.0465844 0.199973 0.038281
threshold=0.082965000000000025 0.082450000000000009 0.15093000000000004 0.10990500000000002 0.51307000000000014 0.077855000000000021 0.085510000000000017 1.0000000180025095e-35 0.036560000000000002 -0.080364999999999978 0.084675000000000014 -0.080779999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 7 6 -2 8 9 10 -1 -11
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=0.014369666544823622 -0.0088556674851402433 0.0073693249133828433 -0.0030017243794130326 0.010250880384145568 -0.0023613111622824748 0.0019225661234018201 -0.00031049737044145932 0.0095956004577944162 0.00883049102021124 0.0079347948526464155 -0.00028640809749115733 0.003267316915146421
leaf_weight=53 55 66 58 76 59 95 78 53 55 52 52 1567
leaf_count=53 55 66 58 76 59 95 78 53 55 52 52 1567
internal_value=0 0.000530415 0.00382355 0.00402571 0.00377457 -0.00144139 -0.00385772 0.00397316 0.00380465 0.00364327 0.00709431 0.00341834
internal_weight=0 294 2025 1967 1891 228 133 1832 1779 1724 105 1619
internal_count=2319 294 2025 1967 1891 228 133 1832 1779 1724 105 1619
is_linear=0
shrinkage=0.16829


Tree=8874
num_leaves=27
num_cat=0
split_feature=4 3 150 2 14 2 2 42 3 42 3 4 3 42 11 3 42 402 481 15 15 42 4 2 4 15
split_gain=4.33296 1.56861 0.598775 0.353867 0.326251 0.318197 0.214975 0.16882 0.152213 0.146156 0.139082 0.124544 0.112709 0.096739 0.110688 0.0815086 0.0620778 0.054596 0.0679799 0.0543746 0.042676 0.101251 0.0228892 0.00971504 0.00929748 0.00604719
threshold=0.30163500000000004 -0.059629999999999996 0.093625000000000014 -0.0091949999999999983 -0.10708499999999999 0.099675000000000014 0.089570000000000025 0.086700000000000013 -0.10237999999999998 0.083385000000000015 -0.00079499999999999981 0.0082450000000000006 0.085315000000000016 -0.075014999999999984 1.0000000180025095e-35 -0.080914999999999987 0.11720500000000002 0.11191000000000001 -0.08452999999999998 -0.088774999999999979 0.041820000000000003 0.095215000000000008 -0.0086449999999999982 0.083175000000000013 0.42098500000000005 -0.064464999999999981
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 6 3 -3 -2 12 8 24 23 13 -7 17 -5 22 15 -15 20 18 -10 -20 21 25 -8 -1 -6 -11
right_child=4 2 -4 5 7 10 9 -9 11 16 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0010195690150128435 0.00050688689382931505 0.00040198810369444944 0.00029117365720860469 0.00087053284064945991 0.00035150684841010087 0.00050869913443673067 0.00085105803275246656 0.00010399180181217952 0.00073606815465634154 0.0007967993037659493 0.00068831704357378892 0.00070215236709350864 0.00069738671180412392 0.00050884311026988961 0.00078963407794786224 0.00069538788699262627 0.00093541837471236718 0.00096396702976846106 0.00093125964076330627 0.00084503935100197468 0.00087218066197129523 0.00064935278865846813 0.0007441404351488189 0.00093796527143178657 0.00028443047086976463 0.00085827478347150134
leaf_weight=53 69 53 56 98 53 96 55 65 59 71 97 65 76 52 56 55 52 52 102 629 81 52 52 52 57 61
leaf_count=53 69 53 56 98 53 96 55 65 59 71 97 65 76 52 56 55 52 52 102 629 81 52 52 52 57 61
internal_value=0 0.000779391 0.000612821 0.000655623 0.000314274 0.000692156 0.000828955 0.000238128 0.000858434 0.000778072 0.000599156 0.000844381 0.000795108 0.00072063 0.000668688 0.00060506 0.000826887 0.000855319 0.000848122 0.000857118 0.000805457 0.000775893 0.000799427 0.000979491 0.000317069 0.000825475
internal_weight=0 2075 476 420 244 367 1599 175 1012 587 193 907 174 270 163 107 317 842 790 731 265 184 107 105 110 132
internal_count=2319 2075 476 420 244 367 1599 175 1012 587 193 907 174 270 163 107 317 842 790 731 265 184 107 105 110 132
is_linear=0
shrinkage=0.0032998


Tree=8875
num_leaves=20
num_cat=0
split_feature=1 4 42 158 403 52 1 4 52 42 484 484 51 1 42 15 1 1 42
split_gain=0.163501 0.159025 0.0849375 0.0641604 0.0697695 0.0643453 0.0797584 0.0987775 0.109748 0.074881 0.041962 0.0813174 0.0480628 0.0341078 0.0357634 0.0335416 0.0292452 0.0290272 0.0331408
threshold=0.11378500000000001 -0.032764999999999996 0.10458000000000002 0.098790000000000003 -0.54045999999999983 -0.45478499999999994 0.088315000000000018 0.27834500000000006 0.40438500000000005 -0.034284999999999989 0.087150000000000019 0.079595000000000013 0.11144500000000002 0.13976500000000003 0.086825000000000013 -0.13924999999999996 0.073870000000000005 0.10098000000000001 0.083665000000000003
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 13 4 -1 17 10 8 9 -8 11 12 -7 14 15 -3 -5 18 -6
right_child=1 2 -4 16 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0098030347817334423 0.0084958171893025018 -0.0062238619206814718 -0.0076343516137545846 0.0054234713782069337 0.0018403243317137732 0.0042525713508739845 0.0039926025854760605 0.0073219718947961972 0.0075611935372667119 -0.0019958200274671654 0.0071909438564343705 -0.0027935533044173991 -0.00032089092609295422 0.0031936204811912903 0.0019563095701228481 -0.00033548270735609884 0.010601023861936761 0.0098416634608592957 0.007211800228514898
leaf_weight=52 52 54 54 78 54 966 75 67 52 278 103 53 69 61 57 57 54 53 86
leaf_count=52 52 54 54 78 54 966 75 67 52 278 103 53 69 61 57 57 54 53 86
internal_value=0 -5.24372e-05 -0.00162949 0.00395384 0.00370375 0.0035319 0.00319219 0.00133508 0.000340221 -0.000718403 0.00392666 0.00361598 0.00394594 -0.000205651 -0.0014506 -0.00321629 0.00755517 0.00644971 0.00515278
internal_weight=0 335 283 2040 1908 1856 1663 472 405 353 1191 1088 1035 229 168 111 132 193 140
internal_count=2375 335 283 2040 1908 1856 1663 472 405 353 1191 1088 1035 229 168 111 132 193 140
is_linear=0
shrinkage=0.16829


Tree=8876
num_leaves=21
num_cat=0
split_feature=4 3 43 3 14 43 13 0 12 4 12 43 13 2 155 16 1375 0 52 4
split_gain=3.62182 1.60851 0.890165 1.41243 0.737567 0.322499 0.351089 0.309351 0.246167 0.18592 0.226789 0.16311 0.134209 0.126813 0.110178 0.156896 0.0906458 0.0786442 0.0580345 0.101365
threshold=0.30163500000000004 -0.065974999999999992 -0.035884999999999993 0.11745500000000002 0.076175000000000007 -0.116045 -0.026084999999999997 -0.065794999999999979 0.082780000000000006 0.055260000000000011 0.096475000000000019 -0.049364999999999992 -0.083739999999999995 0.087675000000000017 0.11245500000000001 -0.021179999999999997 0.083585000000000007 -0.085669999999999982 -0.069034999999999985 0.016695000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 13 8 -3 -7 11 -1 12 -11 -2 16 -4 15 -14 17 -10 -15 -20
right_child=7 2 3 -5 -6 6 -8 -9 9 10 -12 -13 14 18 -16 -17 -18 -19 19 -21
leaf_value=0.00060978690469812693 0.00029185854107373723 0.0006478472930083885 0.00094315507800248727 0.00037259669825155038 0.0012077449127845677 0.00052003119760440691 0.00017439689100862886 0.000199299092018116 0.00094891307689511778 0.00081077865400389125 0.00054283311060568092 0.00052332983141029738 0.00083789701433569863 0.00086725249135562871 0.00094394197228517827 0.00074428499993753089 0.00075608443586717609 0.00084288946426148536 0.00063323319148268233 0.00083738740122578023
leaf_weight=63 52 53 88 97 54 62 67 94 208 94 56 96 535 66 68 323 53 135 54 57
leaf_count=63 52 53 88 97 54 62 67 94 208 94 56 96 535 66 68 323 53 135 54 57
internal_value=0 0.000774269 0.000619141 0.000713936 0.000827355 0.000430401 0.000340789 0.00034802 0.00081395 0.000822664 0.000710981 0.00044224 0.00083531 0.000838746 0.000813107 0.000802697 0.000887139 0.000907286 0.000786637 0.000738387
internal_weight=0 2133 544 362 1589 182 129 242 1535 1472 150 148 1322 265 926 858 396 343 177 111
internal_count=2375 2133 544 362 1589 182 129 242 1535 1472 150 148 1322 265 926 858 396 343 177 111
is_linear=0
shrinkage=0.0032998


Tree=8877
num_leaves=13
num_cat=0
split_feature=2 2 13 13 13 14 1455 2 456 1 1 0
split_gain=0.157594 0.0993196 0.0856962 0.0859858 0.0836428 0.0716269 0.0507872 0.0599471 0.0544059 0.0384752 0.0825874 0.0342154
threshold=-1.0000000180025095e-35 0.11626500000000002 -0.099939999999999987 0.0083850000000000018 -0.011834999999999998 0.057600000000000005 -0.09534999999999999 0.11225500000000001 0.090995000000000006 0.11604000000000002 0.10684 -0.074754999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 -3 11 -1 6 -2 8 9 10 -8 -4
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0022178012697596306 0.0090878589683716319 -0.0035473920890536281 0.0016542918953863879 -0.0020071579875896323 -0.0057250291755173667 0.009271942824456484 0.003533871038843321 0.0085294092291581265 0.0089447567942705988 0.0078024171041630348 -0.0027159377218060961 0.0067471187307257749
leaf_weight=72 54 86 61 76 78 76 1526 74 53 56 62 101
leaf_count=72 54 86 61 76 78 76 1526 74 53 56 62 101
internal_value=0 0.00372757 0.000996773 0.00264633 -0.00190049 0.00419205 0.00397952 0.00382274 0.00361644 0.00344357 0.00328873 0.00484054
internal_weight=0 2225 324 238 150 1901 1825 1771 1697 1644 1588 162
internal_count=2375 2225 324 238 150 1901 1825 1771 1697 1644 1588 162
is_linear=0
shrinkage=0.16829


Tree=8878
num_leaves=16
num_cat=0
split_feature=10 10 3 39 3 4 4 3 47 133 12 1419 0 0 4
split_gain=0.117928 0.114082 0.104503 0.0624019 0.0633376 0.0723284 0.0969842 0.133405 0.0636438 0.0381931 0.110205 0.0502956 0.0568438 0.0347491 0.00475908
threshold=-1.0000000180025095e-35 0.058500000000000003 -0.0088599999999999981 0.10076500000000001 -0.0035149999999999995 0.41257000000000005 -0.033449999999999987 0.092330000000000009 0.11002500000000003 0.093020000000000005 0.087045000000000025 0.086325000000000013 -0.061994999999999995 -0.071519999999999986 -0.44205499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 8 6 14 -8 9 11 -11 12 -2 -12 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 13 -13 -14 -15 -16
leaf_value=0.0020801711090901731 0.003091666867986721 -0.0046268410593433293 -0.0080268365141950241 -0.0016303485560333494 0.007121588724232214 0.011141924455692473 0.007665317817489148 -0.0024235213630060567 -0.0014964810503255387 0.011037338239627856 0.0021108404093684351 0.0079043453326670832 -7.2281361280709174e-05 0.006039772424372758 0.0096278027714882652
leaf_weight=65 1138 53 52 71 53 56 63 90 83 66 197 54 186 96 52
leaf_count=65 1138 53 52 71 53 56 63 90 83 66 197 54 186 96 52
internal_value=0 0.00307479 -0.00239648 0.00326072 0.00342429 0.00563831 0.00443676 0.00171896 0.00304132 0.00325919 0.00481257 0.0028532 0.00264583 0.00340427 0.00837987
internal_weight=0 2258 117 2205 2134 314 258 153 1820 1737 359 1378 1324 293 105
internal_count=2375 2258 117 2205 2134 314 258 153 1820 1737 359 1378 1324 293 105
is_linear=0
shrinkage=0.16829


Tree=8879
num_leaves=17
num_cat=0
split_feature=4 3 123 150 13 150 0 0 0 13 13 0 49 0 13 42
split_gain=6.29345 1.52473 1.0987 0.376479 0.727035 0.326672 0.271504 0.221244 0.199083 0.184016 0.235079 0.178536 0.139292 0.0974891 0.0530218 0.0451364
threshold=0.30163500000000004 0.20828500000000003 1.0000000180025095e-35 0.081245000000000026 -0.023454999999999997 0.081245000000000026 -0.14989499999999997 -0.076539999999999983 -0.099329999999999988 0.010320000000000001 0.071660000000000015 -0.065794999999999979 0.084945000000000007 -0.068214999999999984 -0.089899999999999994 0.08733500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 15 11 -1 -4 12 13 -11 14 -8 -10 -2 -5
right_child=5 -3 7 4 -6 -7 8 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0011318140320573727 0.0002927905456219366 0.00038171636924119745 0.00076098544529146597 0.0010307745055744657 0.00050834728897540028 0.00056522374771638783 0.00074204083459846718 0.00047385822264413616 0.00099128715053859806 0.00073896582619277279 0.00094707283704886726 0.00016094586408831431 0.00094975814929959697 0.000914002311315535 0.00044440715406147822 0.00088750297861323383
leaf_weight=95 52 58 59 53 62 58 85 60 1027 88 194 79 64 232 53 56
leaf_count=95 52 58 59 53 62 58 85 60 1027 88 194 79 64 232 53 56
internal_value=0 0.000910447 0.000925209 0.000943971 0.000794849 0.000348686 0.000958237 0.000616511 0.000948459 0.000959745 0.000882257 0.000280238 0.000831498 0.000977074 0.000369656 0.00095749
internal_weight=0 2133 2075 1956 171 242 1785 119 1690 1541 282 184 149 1259 105 109
internal_count=2375 2133 2075 1956 171 242 1785 119 1690 1541 282 184 149 1259 105 109
is_linear=0
shrinkage=0.0032998


Tree=8880
num_leaves=22
num_cat=0
split_feature=3 3 39 15 150 13 3 15 15 475 49 13 13 474 13 49 1429 3 133 3 3
split_gain=3.06947 1.29565 1.16222 0.684081 0.472074 0.379636 0.412664 0.378115 0.285107 0.232689 0.225589 0.21153 0.228775 0.225678 0.202019 0.183601 0.119877 0.0689572 0.06088 0.0235815 0.00829356
threshold=-0.049204999999999992 0.31343500000000007 0.088550000000000004 -0.25061999999999995 0.090480000000000019 -1.0000000180025095e-35 0.10812000000000001 -0.23001499999999997 -0.0053099999999999996 -0.085669999999999982 -0.047749999999999994 -0.10278499999999999 -0.083514999999999992 0.085295000000000024 -0.079854999999999995 0.10470500000000001 0.083715000000000026 -0.081784999999999983 0.08517000000000001 -0.086049999999999988 -0.079214999999999994
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 4 -1 5 18 8 -4 -7 16 14 -12 17 15 -11 -14 -5 19 -2 -13 -19
right_child=1 -3 7 9 -6 6 -8 -9 -10 10 11 12 13 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.00051985278489110568 0.00061959415623329508 0.00025046805927138012 0.00021786540907355926 0.00093667559237528336 0.00051990083445964549 0.00089258499840038383 0.00070037042939917113 0.00055858283232373897 0.0012092130700567961 0.00086130062797069265 0.0007250906373742588 0.0010906136385982379 0.00091379179526254674 0.00071423969701548307 0.00059392592737259899 0.00075047716350902668 0.0011637542605207486 0.00095692773942901823 0.00077129228201190724 0.0010002055500909477 0.00089362735013763343
leaf_weight=54 69 90 55 54 65 73 62 102 56 80 73 59 857 80 52 85 53 97 56 127 65
leaf_count=54 69 90 55 54 65 73 62 102 56 80 73 59 857 80 52 85 53 97 56 127 65
internal_value=0 0.000617544 0.000678885 0.000886984 0.000777458 0.000830326 0.000923393 0.000439448 0.00103031 0.000898749 0.000888487 0.00090056 0.000909884 0.000884657 0.000756238 0.000899093 0.00104948 0.000983867 0.000687837 0.00102907 0.000931747
internal_weight=0 628 538 1736 381 316 191 157 129 1682 1575 1443 1370 1022 132 942 107 348 125 186 162
internal_count=2364 628 538 1736 381 316 191 157 129 1682 1575 1443 1370 1022 132 942 107 348 125 186 162
is_linear=0
shrinkage=0.0032998


Tree=8881
num_leaves=21
num_cat=0
split_feature=13 15 15 4 12 16 403 133 13 15 14 4 13 12 16 133 12 151 4 4
split_gain=0.157405 0.153773 0.124423 0.0752523 0.124264 0.136742 0.112679 0.0958032 0.123466 0.0948183 0.0799292 0.0838944 0.0723103 0.0651285 0.0461827 0.0423259 0.0599881 0.0404141 0.0313419 0.0142091
threshold=-0.10278499999999999 -1.0000000180025095e-35 0.13673000000000005 0.0053900000000000016 0.084055000000000005 -0.0094449999999999968 -0.53317999999999988 0.10864000000000001 0.11251500000000002 -0.090219999999999981 -0.23083499999999998 0.032965000000000001 -0.091984999999999983 -0.013764999999999998 -0.15135499999999999 -0.23036499999999996 0.10544500000000001 -1.0000000180025095e-35 -0.085719999999999977 -0.08347499999999998
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 14 3 4 5 9 -6 8 10 -2 -5 -12 -8 -7 -1 -14 -17 -13 -15 -11
right_child=2 -3 -4 7 6 13 12 -9 -10 19 11 17 15 18 -16 16 -18 -19 -20 -21
leaf_value=0.00034000124550163859 0.0060179343390677148 -0.0055725659356121744 -0.0031408929307053719 0.0096691312653853778 -0.0032998687345474637 0.00012998346036477976 0.010652741581697465 -0.0040930936611014452 -0.0042136385800604463 0.012193018678559275 -0.0027983888685506409 0.00048756440202646112 0.00031788010333706952 0.004363490637119825 0.0061725532092101907 0.0042046382009929065 0.0089782094707272636 0.0054725314004591503 0.009945345749772504 0.016296016629646821
leaf_weight=84 62 94 62 70 53 61 54 52 52 52 52 58 71 64 72 919 82 240 54 56
leaf_count=84 62 94 62 70 53 61 54 52 52 52 52 58 71 64 72 919 82 240 54 56
internal_value=0 -0.000188976 0.00426966 0.00449444 0.00509263 0.00788811 0.00426361 0.00274668 0.00350403 0.0113136 0.00446382 0.00341763 0.00462121 0.00462477 0.00304347 0.00431571 0.00459747 0.00450833 0.00693312 0.0143371
internal_weight=0 250 2114 2052 1528 349 1179 524 472 170 420 350 1126 179 156 1072 1001 298 118 108
internal_count=2364 250 2114 2052 1528 349 1179 524 472 170 420 350 1126 179 156 1072 1001 298 118 108
is_linear=0
shrinkage=0.16829


Tree=8882
num_leaves=15
num_cat=0
split_feature=4 39 13 14 12 14 16 13 160 12 150 12 12 42
split_gain=3.31588 0.695588 0.687461 0.545824 0.320152 0.289915 0.269313 0.24287 0.192484 0.233969 0.201436 0.308272 0.132508 0.0638208
threshold=0.30163500000000004 0.084535000000000013 -0.16392499999999996 0.019675000000000002 0.11769500000000001 -0.45687499999999998 -0.54150999999999994 -0.011834999999999998 -0.063534999999999994 0.083425000000000013 0.082965000000000025 0.086985000000000021 0.090465000000000004 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -2 -7 -3 9 -4 11 -10 -11 -8
right_child=5 7 3 -5 -6 6 13 -9 10 12 -12 -13 -14 -15
leaf_value=0.00041672282261555864 0.00051246084687135089 0.00061854510515914113 0.00048574371845992883 0.0010383282497837155 0.000492369403644557 0.00045016907048540711 0.00022461793103007783 0.00036591477123037081 0.00082994842585452499 0.00074373421702707623 0.00057418160036575667 0.00071672449870644524 0.0006153809876571181 8.3686225270567281e-05
leaf_weight=83 56 82 69 59 69 52 101 86 401 244 73 790 144 55
leaf_count=83 56 82 69 59 69 52 101 86 401 244 73 790 144 55
internal_value=0 0.000693764 0.000711513 0.000724727 0.000714371 0.000301142 0.000244079 0.000489432 0.000723251 0.000664492 0.000744468 0.000754876 0.000696189 0.000175156
internal_weight=0 2100 1932 1849 1790 264 208 168 1721 457 1264 1191 388 156
internal_count=2364 2100 1932 1849 1790 264 208 168 1721 457 1264 1191 388 156
is_linear=0
shrinkage=0.0032998


Tree=8883
num_leaves=15
num_cat=0
split_feature=39 13 15 0 14 49 43 130 43 130 43 403 49 15
split_gain=0.134613 0.156701 0.110932 0.102891 0.0841105 0.0613987 0.0523083 0.0487611 0.0579188 0.0590595 0.0671028 0.0574825 0.0519356 0.0306201
threshold=0.10076500000000001 -0.10278499999999999 -1.0000000180025095e-35 -0.071844999999999978 0.019675000000000002 -0.081589999999999982 -0.082354999999999984 0.11247000000000001 -0.033174999999999989 0.006490000000000001 -0.013819999999999997 -0.52491499999999991 1.0000000180025095e-35 -0.15614499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -2 5 6 -3 8 11 10 -10 -7 -13 -1
right_child=3 4 -4 -5 -6 7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.00029722446601296369 0.0029313810429707106 0.0039378801184563623 -0.0048255794602517551 -0.0073508432170392842 0.011089457849858748 -0.0015290565094595984 -0.0026371775140211838 -0.00030678263841493915 0.010814908827224105 0.010519398761962263 0.004779929968715956 0.0049245944529774464 0.002174081875837966 0.004846415890616006
leaf_weight=54 56 71 91 54 52 55 66 58 57 66 698 617 288 81
leaf_count=54 56 71 91 54 52 55 66 58 57 66 698 617 288 81
internal_value=0 0.00391881 -0.000277072 -0.00209992 0.00438729 0.00421 0.00075722 0.00446625 0.0046227 0.00566469 0.00523793 0.0037297 0.00405128 0.00277565
internal_weight=0 2254 226 110 2028 1976 137 1839 1781 821 755 960 905 135
internal_count=2364 2254 226 110 2028 1976 137 1839 1781 821 755 960 905 135
is_linear=0
shrinkage=0.16829


Tree=8884
num_leaves=22
num_cat=0
split_feature=12 12 15 13 13 43 0 43 12 14 12 0 15 475 160 15 51 15 13 52 42
split_gain=2.84911 0.871531 0.724222 0.385693 0.300668 0.324538 0.578309 0.329198 0.265284 0.229326 0.201609 0.146175 0.126169 0.0915204 0.0835698 0.0754174 0.0729493 0.0880405 0.0700055 0.0651203 0.0688058
threshold=0.054520000000000006 0.14472000000000004 -0.37478999999999996 -0.15310499999999996 -0.28558999999999996 -0.049364999999999992 -0.22607999999999998 -0.089649999999999994 0.086795000000000011 -0.42214499999999994 0.083325000000000024 -0.039129999999999991 0.03981500000000001 -0.084169999999999981 -0.52336499999999997 -0.032264999999999995 0.11394000000000001 -0.029334999999999996 -0.085784999999999986 0.084105000000000013 0.085075000000000026
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=2 3 9 -2 -4 7 -7 -6 10 -1 -5 14 13 -12 -10 -8 17 -16 -15 -14 -21
right_child=1 -3 4 8 5 6 15 -9 11 -11 12 -13 19 18 16 -17 -18 -19 -20 20 -22
leaf_value=0.00057418706098254127 0.00063623094005426652 0.00045426340785929695 0.00045738172519393055 0.00077309244967661719 0.00078761177192554922 0.00054665230996886862 0.00080580054399764583 0.00047092777801592442 0.00075336230354779588 0.00029903838314109828 0.0010340397657709628 0.00073626941824741024 0.001140666633477983 0.00095366331462763004 0.00083271169756069115 0.00094829055371497032 0.00099815844699527312 0.00090085826918113868 0.00080560707319850895 0.00092641738056269422 0.0010937307841487596
leaf_weight=53 68 54 64 57 56 83 81 102 61 90 69 92 64 80 347 94 61 599 71 64 54
leaf_count=53 68 54 64 57 56 83 81 102 61 90 69 92 64 80 347 94 61 599 71 64 54
internal_value=0 0.00086827 0.000608004 0.000881501 0.000669522 0.000702075 0.000774619 0.000583393 0.000891781 0.000401263 0.000959635 0.000864901 0.000985997 0.000931411 0.000875949 0.000882539 0.00088334 0.000875899 0.000884281 0.00105179 0.00100328
internal_weight=0 1741 623 1687 480 416 258 158 1619 143 459 1160 402 220 1068 175 1007 946 151 182 118
internal_count=2364 1741 623 1687 480 416 258 158 1619 143 459 1160 402 220 1068 175 1007 946 151 182 118
is_linear=0
shrinkage=0.0032998


Tree=8885
num_leaves=19
num_cat=0
split_feature=10 43 43 0 16 1447 1447 0 457 49 0 4 2 1210 0 2 49 39
split_gain=0.112536 0.0968223 0.194223 0.10209 0.152851 0.116066 0.151248 0.0795603 0.0727903 0.0767787 0.082976 0.0675059 0.087035 0.0562542 0.0772374 0.0611636 0.0582112 0.0508853
threshold=0.058500000000000003 0.035255000000000009 0.061400000000000003 -0.10653 -0.0092499999999999978 -0.084094999999999989 -0.086849999999999997 -0.066264999999999991 0.084040000000000017 0.059705000000000001 -0.14216999999999999 0.0047850000000000011 0.087830000000000005 -0.076234999999999983 -0.081574999999999995 -0.0091949999999999983 -0.076494999999999994 0.090190000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 -5 11 9 10 -1 12 -4 14 -7 -15 -17 -18
right_child=-2 2 7 5 -6 13 -8 -9 -10 -11 -12 -13 -14 15 -16 16 17 -19
leaf_value=0.0018042240960165093 -0.0041754388065921924 0.015378916027717371 0.004846282218822843 0.0048572182795805583 -0.0068852649780425171 0.0050220573177600005 -0.0072963343412422617 0.0095172834564018847 0.0074743615722887768 0.0052479055954073118 -0.0059861506404690961 0.0064639670713102938 -0.0038609860591781197 -0.00032666113412200073 -0.0039379086023984128 0.0090461738180401229 0.0046101990187613108 -0.00038740100892242974
leaf_weight=100 54 55 64 56 64 53 60 67 59 77 63 88 66 73 56 81 1170 60
leaf_count=100 54 55 64 56 64 53 60 67 59 77 63 88 66 73 56 81 1170 60
internal_value=0 0.00358141 0.00620958 0.00312737 0.000572215 0.00370271 -0.00141361 0.00443376 0.00217447 0.000864099 -0.00119576 0.00286315 0.000411849 0.00410143 0.00040229 0.00439146 0.00465555 0.00436495
internal_weight=0 2312 340 1972 363 1609 116 285 299 240 163 218 130 1493 109 1384 1311 1230
internal_count=2366 2312 340 1972 363 1609 116 285 299 240 163 218 130 1493 109 1384 1311 1230
is_linear=0
shrinkage=0.16829


Tree=8886
num_leaves=10
num_cat=0
split_feature=9 403 1375 157 43 41 1 43 50
split_gain=0.116251 0.0934512 0.0913161 0.114227 0.0881208 0.106853 0.119194 0.0995075 0.0812114
threshold=0.09055500000000001 -0.53454499999999994 -0.097394999999999982 -0.21914999999999998 -0.46848499999999998 0.082735000000000017 0.10141500000000002 -0.085754999999999984 0.11875500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 -8 -6
right_child=-2 2 3 4 5 -7 7 -9 -10
leaf_value=-0.0032669998295067927 -0.0049490070845114734 -0.0035645836487750329 0.010014247885463226 -0.0033146245934634142 0.0040211480508240268 0.0095258288620807194 -0.0054167039384967839 0.0017003715312832303 -0.002603101804478905
leaf_weight=65 53 55 71 58 1485 76 65 384 54
leaf_count=65 53 55 71 58 1485 76 65 384 54
internal_value=0 0.00301013 0.00319243 0.00336271 0.00313931 0.00332154 0.00308345 0.000666059 0.00378755
internal_weight=0 2313 2248 2193 2122 2064 1988 449 1539
internal_count=2366 2313 2248 2193 2122 2064 1988 449 1539
is_linear=0
shrinkage=0.16829


Tree=8887
num_leaves=18
num_cat=0
split_feature=9 13 40 2 2 402 43 2 123 13 0 4 2 484 4 4 43
split_gain=0.0823716 0.0806725 0.0779439 0.0829793 0.077935 0.0683854 0.0994466 0.0943665 0.0807612 0.0661091 0.0554844 0.151316 0.096783 0.0418285 0.0485774 0.0397569 0.0114476
threshold=0.082870000000000013 -0.097199999999999995 -0.080884999999999985 0.096540000000000015 0.090425000000000019 0.073745000000000019 -0.015214999999999998 0.089625000000000024 0.087755000000000014 -0.33260499999999998 -0.10653 -0.00013999999999999996 0.10364000000000001 0.091180000000000011 -0.013125 -0.17689999999999997 -0.0047649999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 8 -7 16 10 -6 11 -4 -13 15 -15 -12 -8
right_child=-2 2 5 -5 9 6 7 -9 -10 -11 13 12 -14 14 -16 -17 -18
leaf_value=0.010162679781008105 -0.0030857672590274788 0.011452260707435982 -0.0060075788201256995 0.0018965392206760792 0.0069376437430677127 -0.0049989077563320919 0.0064689303239516801 -0.0039362493046879261 -0.0041093751552549827 0.00017505924905259911 0.0055005286691784767 0.0080134646729751614 -0.00077636573867004809 0.0025186112195414354 0.0097137474585226036 0.0023653837623649875 0.0029621115863837683
leaf_weight=71 76 52 76 52 80 93 54 53 53 85 128 66 76 54 54 1186 57
leaf_count=71 76 52 76 52 80 93 54 53 53 85 128 66 76 54 54 1186 57
internal_value=0 0.00253558 0.00219554 0.00669168 0.00548744 0.00195483 -0.000597511 0.00188745 0.00234334 0.00346478 0.00255296 4.45675e-05 0.0032964 0.00293625 0.00613281 0.00267215 0.00468432
internal_weight=0 2290 2054 104 236 1950 257 164 1693 165 1640 218 142 1422 108 1314 111
internal_count=2366 2290 2054 104 236 1950 257 164 1693 165 1640 218 142 1422 108 1314 111
is_linear=0
shrinkage=0.16829


Tree=8888
num_leaves=15
num_cat=0
split_feature=150 43 402 401 13 43 159 401 157 49 52 43 43 13
split_gain=0.0705719 0.085024 0.0701597 0.14471 0.0592978 0.104025 0.0703488 0.0452719 0.0363631 0.0431981 0.0645133 0.0532654 0.0299911 0.0234674
threshold=0.10081500000000002 -0.046639999999999994 0.10491500000000002 0.11061500000000002 -0.097519999999999982 0.035255000000000009 0.12351000000000002 0.049060000000000006 -0.21914999999999998 0.087100000000000025 -0.080064999999999983 -0.09139499999999999 -0.010344999999999998 -0.16152999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 13 7 8 -6 10 -10 -11 -9 -1
right_child=1 -3 3 -5 6 -7 -8 12 9 11 -12 -13 -14 -15
leaf_value=-0.00027685579100912832 0.0020950355124196149 -0.005431679309120291 -0.005903871279136207 0.0044232345321405728 0.0062979234601271018 0.0094101984500011594 0.00753004495141612 -0.0041811465536797914 -0.0003947306446161862 0.0085998466916273972 0.0023078238650137048 0.0027780370230648835 0.0014374890982435128 0.0044461383944717249
leaf_weight=65 93 78 85 70 59 92 67 54 337 55 959 245 53 54
leaf_count=65 93 78 85 70 59 92 67 54 337 55 959 245 53 54
internal_value=0 -0.0013277 0.00221554 -0.00122843 0.00247809 0.00515561 0.00216822 0.00196332 0.00218064 0.00202731 0.00160369 0.00385136 -0.00138129 0.00185125
internal_weight=0 171 2195 155 2040 211 1829 1762 1655 1596 1296 300 107 119
internal_count=2366 171 2195 155 2040 211 1829 1762 1655 1596 1296 300 107 119
is_linear=0
shrinkage=0.16829


Tree=8889
num_leaves=13
num_cat=0
split_feature=403 403 2 0 1203 4 15 2 457 0 1447 147
split_gain=0.0513172 0.0477675 0.0972164 0.0577439 0.0462759 0.0431699 0.065646 0.0672689 0.0590359 0.0730556 0.059326 0.0490402
threshold=-0.53454499999999994 -0.088654999999999984 0.083970000000000017 -0.083489999999999995 0.085595000000000018 0.36766000000000004 -0.41606999999999994 0.064660000000000009 0.10259500000000001 -0.16802499999999995 -0.085804999999999979 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 -7 9 -3 -11 -12
right_child=1 4 3 -5 -6 6 -8 -9 -10 10 11 -13
leaf_value=-0.0030234545150192257 0.0088991195573623529 0.0074117323964372206 0.0051933629187022653 -0.0011490272816158161 -0.0025965914146754789 -0.0029893962108305683 -0.0040554306630038407 0.0043801924604797288 -0.0035726931916814125 -0.002514256573117071 0.0019390923785559731 0.0071162544574410701
leaf_weight=65 78 71 73 91 75 55 90 96 53 82 1483 54
leaf_count=65 78 71 73 91 75 55 90 96 53 82 1483 54
internal_value=0 0.0017618 0.00400283 0.00166316 0.00149753 0.00165321 -0.000451897 0.00168401 0.0019453 0.00211942 0.00188622 0.00212215
internal_weight=0 2301 242 164 2059 1984 241 151 1743 1690 1619 1537
internal_count=2366 2301 242 164 2059 1984 241 151 1743 1690 1619 1537
is_linear=0
shrinkage=0.16829


Tree=8890
num_leaves=21
num_cat=0
split_feature=1 1 12 10 12 150 4 14 159 13 4 4 0 0 16 0 16 43 4 4
split_gain=6.49746 1.16955 0.9226 0.505414 0.479647 0.407945 0.243036 0.227587 0.19958 0.186463 0.177331 0.17042 0.425111 0.126597 0.0971533 0.119798 0.09556 0.0928672 0.0879704 0.162202
threshold=0.11663000000000003 0.092415000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088105000000000003 0.083205000000000015 0.032965000000000001 0.076175000000000007 0.08512500000000002 -0.0024349999999999992 0.24099500000000004 -0.49013999999999996 -0.045754999999999997 -0.10803999999999998 -0.42618999999999996 -0.093384999999999982 -0.13895999999999997 -0.085224999999999981 -0.17689999999999997 -0.050564999999999992
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 6 -3 -2 9 10 7 11 14 16 18 -1 13 -13 -8 -16 -5 -15 -4 -20
right_child=3 2 5 4 -6 -7 8 -9 -10 -11 -12 12 -14 17 15 -17 -18 -19 19 -21
leaf_value=0.0010953104999047193 0.0001046950918316491 0.00043740503211630092 0.00099423058650047647 0.00033732538743378918 0.00064361858745997735 0.00056185222398524891 0.00087139304316613899 0.0011398838577547704 0.00098214515833066848 0.00047996340082708482 0.00069000720310199244 0.00076008575962309823 0.00062830878317068439 0.00098146943356241167 0.00058612198294761837 0.00079783112803058151 0.0001445939650964112 0.00090949443715946906 0.00073072670091331871 0.00093896959698712152
leaf_weight=56 69 101 66 63 76 68 52 52 54 59 64 54 58 277 58 63 52 832 75 96
leaf_count=56 69 101 66 63 76 68 52 52 54 59 64 54 58 277 58 63 52 832 75 96
internal_value=0 0.000862245 0.000717628 0.000355386 0.000424436 0.000794233 0.000905905 0.000923131 0.0008049 0.000328498 0.000846614 0.000914277 0.000905945 0.000919761 0.000749372 0.000696642 0.000250484 0.000927504 0.000888756 0.000847841
internal_weight=0 2026 470 319 250 369 1556 1329 227 174 301 1277 1221 1163 173 121 115 1109 237 171
internal_count=2345 2026 470 319 250 369 1556 1329 227 174 301 1277 1221 1163 173 121 115 1109 237 171
is_linear=0
shrinkage=0.0032998


Tree=8891
num_leaves=17
num_cat=0
split_feature=4 3 376 2 4 2 52 52 52 0 0 4 4 0 3 4
split_gain=4.48761 1.62897 0.561088 0.509417 0.353744 0.328306 0.161803 0.364594 0.1422 0.117037 0.113343 0.11253 0.106327 0.220358 0.10234 0.0771782
threshold=0.30163500000000004 0.20828500000000003 0.080200000000000007 0.13922500000000002 -0.078454999999999983 0.13538500000000001 -0.032354999999999988 -0.085254999999999984 -0.010739999999999998 -0.17106499999999999 -0.089594999999999994 0.032965000000000001 -0.50388999999999984 -0.023359999999999995 -0.022604999999999997 -0.0023899999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 9 7 11 -8 -2 -1 -6 -12 -14 -11 -10
right_child=5 -3 -4 -5 6 -7 8 -9 15 14 12 -13 13 -15 -16 -17
leaf_value=0.0010059620826621072 0.00052714026322279116 0.00025485433208822139 0.00052939066490278249 0.00048553158431823332 0.00081299330954687481 0.00016843055861870859 0.00092937388552093625 0.00054885406747663549 0.00075847788619455494 0.00045849801837362239 0.00098144423809280799 0.00064933902626343118 0.00087268973064783515 0.00068042836640580561 0.0002677461225271704 0.00083099020928531638
leaf_weight=69 64 63 84 53 252 90 97 97 370 56 74 59 452 78 71 316
leaf_count=69 64 63 84 53 252 90 97 97 370 56 74 59 452 78 71 316
internal_value=0 0.000778126 0.000794583 0.000806185 0.000815283 0.000333407 0.000780839 0.000726703 0.000809003 0.00041096 0.000876186 0.00078206 0.000861302 0.000844461 0.000352135 0.000791931
internal_weight=0 2064 2001 1917 1864 281 1191 408 783 191 673 311 604 530 127 686
internal_count=2345 2064 2001 1917 1864 281 1191 408 783 191 673 311 604 530 127 686
is_linear=0
shrinkage=0.0032998


Tree=8892
num_leaves=12
num_cat=0
split_feature=3 393 4 403 403 2 49 49 42 12 3
split_gain=0.174269 0.0801945 0.0659727 0.069301 0.0640457 0.0546989 0.0610824 0.112045 0.0499947 0.0126702 0.0132945
threshold=0.31534000000000006 0.10358500000000001 -0.50388999999999984 -0.54045999999999983 0.070940000000000017 -0.013254999999999998 0.091325000000000003 0.10449500000000002 0.08486500000000001 0.091475000000000015 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 -7 10 -6
right_child=-2 -3 3 4 9 6 7 -9 -10 -11 -12
leaf_value=0.007318645412535808 -0.0051117400509648539 0.0094046013676619983 0.0083279337822547792 0.0059116199289479636 0.0042870802946034809 0.00054040385351049531 0.009257828423478132 0.0019359812127924193 0.0025163785573887373 0.0035709883844066031 0.0078508138091007689
leaf_weight=87 79 53 58 101 57 804 85 198 665 88 70
leaf_count=87 79 53 58 101 57 804 85 198 665 88 70
internal_value=0 0.00292123 0.00276515 0.00257796 0.00241583 0.00209518 0.00187415 0.00414147 0.00143613 0.00517098 0.00626549
internal_weight=0 2266 2213 2126 2068 1853 1752 283 1469 215 127
internal_count=2345 2266 2213 2126 2068 1853 1752 283 1469 215 127
is_linear=0
shrinkage=0.16829


Tree=8893
num_leaves=23
num_cat=0
split_feature=1 10 150 13 4 0 4 4 1 13 401 12 12 1 4 4 13 1203 4 43 43 12
split_gain=5.21958 0.76108 0.344844 0.2997 0.302146 0.280424 1.01928 0.220764 0.161683 0.133743 0.181788 0.19037 0.130996 0.228447 0.211543 0.115449 0.0774998 0.0701839 0.0622027 0.0552932 0.0864603 0.0811949
threshold=0.109225 -1.0000000180025095e-35 0.087380000000000013 -0.085719999999999977 0.024315000000000003 -0.023359999999999995 -0.42305999999999994 0.0071200000000000005 0.12122500000000001 -0.088494999999999976 0.076785000000000006 0.083370000000000014 0.086795000000000011 0.095950000000000021 -0.00076499999999999995 -0.03463999999999999 0.078685000000000019 0.087520000000000014 0.41696500000000003 -0.082219999999999988 -0.073404999999999984 0.090840000000000018
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 -2 5 18 -5 9 16 -4 -6 10 11 -1 13 14 15 -11 -7 19 -3 21 -21 -14
right_child=1 3 7 4 8 6 -8 -9 -10 12 -12 -13 17 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.00052016323120564428 8.3995952050173857e-05 0.00036694860591676682 0.00071496132822863098 0.00070375706292473612 0.00055466408104389551 0.00075002424876372974 0.00030904764017265887 0.00045717378842452365 0.00034697132667915623 0.00089264700466510358 0.00086541202277690013 0.00075121862656078958 0.000636193547544569 0.00067140336047342172 0.0010154624019030015 0.00076119594481856843 0.00092649397463693552 0.00089767726903517624 0.00021568474763536568 0.00086804563375255175 0.00076930725100803315 0.00077468942353593414
leaf_weight=65 83 74 98 62 71 59 61 59 100 186 69 102 74 67 100 129 57 58 52 133 443 143
leaf_count=65 83 74 98 62 71 59 61 59 100 186 69 102 74 67 100 129 57 58 52 133 443 143
internal_value=0 0.000369296 0.000767525 0.000435159 0.000505501 0.000780922 0.000655277 0.00061831 0.000433412 0.000795073 0.000721266 0.000661498 0.000808114 0.000852412 0.00088155 0.000838927 0.000837042 0.000782983 0.000304802 0.00077455 0.000792167 0.000727623
internal_weight=0 442 1903 359 233 1746 177 157 171 1569 236 167 1333 482 415 315 116 851 126 793 576 217
internal_count=2345 442 1903 359 233 1746 177 157 171 1569 236 167 1333 482 415 315 116 851 126 793 576 217
is_linear=0
shrinkage=0.0032998


Tree=8894
num_leaves=22
num_cat=0
split_feature=13 39 16 52 0 133 10 123 0 0 16 157 16 43 0 13 52 16 403 0 0
split_gain=5.13484 4.63528 1.19939 1.1643 0.41073 0.500053 0.405239 0.512435 0.291126 0.684588 0.207465 0.192727 0.182806 0.224618 0.179703 0.124346 0.0995893 0.0864081 0.0982821 0.0635286 0.0407798
threshold=-0.16392499999999996 0.081875000000000017 -0.26987499999999992 0.022635000000000006 -0.069389999999999993 -0.0081099999999999974 -1.0000000180025095e-35 0.085740000000000011 -0.10023499999999998 -0.14822499999999997 0.10923000000000001 -0.0041249999999999993 0.0055300000000000011 -0.082739999999999994 -0.22607999999999998 -0.49655999999999995 -0.40809499999999993 -0.0021749999999999994 0.091625000000000026 -0.13513499999999998 -0.077334999999999987
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=15 2 3 19 8 -6 -3 -8 9 14 -7 -12 17 -14 -4 -1 -13 18 -10 -2 -15
right_child=1 6 4 -5 5 10 7 -9 12 -11 11 16 13 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00047032562308113362 0.00048220924877836281 0.00033889978631688062 0.00099726402517075837 0.0010718881527538595 0.00066872298047937918 0.00088516296604693862 0.00081088630563050845 0.00045635810716928893 0.0010997362532170541 0.00072570340962277262 0.0011967991707263483 0.0010869903387496979 0.0011418964015992015 0.00084634524265962381 0.00126825074817317 0.00027063669422757667 0.00089467403696673038 0.001246167160675973 0.0012081248874725417 0.00064193474358375678 0.00098125837653882447
leaf_weight=54 52 71 57 90 56 101 90 89 820 79 82 60 81 59 54 96 65 61 111 64 53
leaf_count=54 52 71 57 90 56 101 90 89 820 79 82 60 81 59 54 96 65 61 111 64 53
internal_value=0 0.000974174 0.00102856 0.000789801 0.00105682 0.000957422 0.000550912 0.000634809 0.00108311 0.00096174 0.0010098 0.00107044 0.00110254 0.0010078 0.00112941 0.00034276 0.000987268 0.00112094 0.0011127 0.000570637 0.000910503
internal_weight=0 2195 1945 206 1739 364 250 179 1375 190 308 207 1185 193 111 150 125 992 931 116 112
internal_count=2345 2195 1945 206 1739 364 250 179 1375 190 308 207 1185 193 111 150 125 992 931 116 112
is_linear=0
shrinkage=0.0032998


Tree=8895
num_leaves=26
num_cat=0
split_feature=2 4 51 3 3 3 157 3 16 403 3 42 402 43 4 43 1446 52 16 16 3 43 4 43 12
split_gain=0.114794 0.0852192 0.101166 0.0782967 0.138134 0.0996766 0.108108 0.113269 0.0744605 0.0676396 0.0670226 0.123901 0.0599931 0.0540461 0.0671956 0.049697 0.0489084 0.0468515 0.0406538 0.0276004 0.0249953 0.0385174 0.0238968 0.0183584 0.0174165
threshold=0.092300000000000007 -0.21586499999999997 -0.091149999999999981 -0.097224999999999992 -0.1535 0.31534000000000006 -0.078254999999999977 0.10449500000000002 0.066275000000000014 -0.5335399999999999 -0.08632999999999999 -0.021269999999999997 -0.020594999999999999 -0.081204999999999986 0.061375000000000006 -0.07581499999999998 0.087985000000000022 0.084335000000000007 -0.084699999999999984 -0.067914999999999989 -0.11255999999999998 -0.087864999999999985 -0.013024999999999998 -0.072469999999999993 0.09283000000000001
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=1 -1 8 4 24 6 -5 13 -3 -4 17 -12 -13 14 22 -15 -14 20 -9 -17 -11 -22 -8 -19 -2
right_child=3 2 9 5 -6 -7 7 18 -10 10 11 12 16 15 -16 19 -18 23 -20 -21 21 -23 -24 -25 -26
leaf_value=0.010734637326066932 -0.00026294619611381601 -0.0052448823898133589 0.010005367575353441 -0.0041342079159929403 -0.0078685567867831374 -0.0043623130672749977 0.0049550313751868021 0.0049377162071875562 0.0032755183360477355 0.0097497516394401771 0.0091840161240797219 0.0069810166249817535 0.0013242289087947222 -0.0031237648009561606 0.00022194879903943013 0.0039553232222966665 0.0066776089232251619 0.0057708392081352901 0.011112128631051614 0.00072468403535061704 0.0033164525245364248 0.0083690094436443489 0.010158496677989792 0.0020365753284655058 0.0037042656355604337
leaf_weight=52 59 58 55 56 63 57 52 60 58 75 83 70 579 59 54 139 53 61 64 166 82 93 52 102 65
leaf_count=52 59 58 55 56 63 57 52 60 58 75 83 70 579 59 54 139 53 61 64 166 82 93 52 102 65
internal_value=0 0.00402891 0.00377288 0.00163222 -0.00144629 0.00239306 0.00294414 0.00356052 -0.000969194 0.00421333 0.00394592 0.003028 0.00229759 0.00246947 0.00507267 0.00133458 0.00177601 0.00568629 0.008139 0.0022029 0.00714037 0.00601179 0.00757404 0.00344508 0.00180215
internal_weight=0 1421 1369 946 187 759 702 646 116 1253 1198 785 702 522 158 364 632 413 124 305 250 175 104 163 124
internal_count=2367 1421 1369 946 187 759 702 646 116 1253 1198 785 702 522 158 364 632 413 124 305 250 175 104 163 124
is_linear=0
shrinkage=0.16829


Tree=8896
num_leaves=24
num_cat=0
split_feature=1 2 12 124 14 3 47 3 13 1 13 3 2 160 2 12 160 12 3 160 160 13 43
split_gain=4.14791 0.843449 0.616646 0.434403 0.31023 0.228322 0.195142 0.222242 0.179121 0.178503 0.17827 0.162963 0.160641 0.0940146 0.0908599 0.0955423 0.0623954 0.103586 0.0578386 0.0574707 0.0520916 0.041894 0.0303233
threshold=0.10538500000000002 0.14271500000000001 0.085090000000000013 -0.043384999999999993 0.054835000000000009 -0.12077499999999998 0.078345000000000012 0.077930000000000013 -0.088114999999999985 0.111945 -0.0087749999999999981 -0.15500999999999998 0.092300000000000007 -0.088244999999999976 0.093595000000000025 0.09697500000000002 0.030935000000000004 0.083825000000000024 -0.083134999999999987 -1.0000000180025095e-35 -0.081539999999999987 -0.08176499999999999 -0.077044999999999988
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 6 -1 5 11 7 10 -3 -4 -2 -5 13 18 -14 20 17 -15 -7 -17 -16 -18 -20
right_child=1 8 9 4 -6 12 -8 -9 -10 -11 -12 -13 14 16 15 19 21 -19 22 -21 -22 -23 -24
leaf_value=0.00048957035078720651 0.00033020770777417646 -1.2419191956127218e-05 0.00078093505624293215 0.00069056649507112991 0.0009591719981291686 0.0007643291610309117 0.00053025622554540852 0.00043796678479452079 0.00025955969268083313 0.00054071441156435668 7.1703527301529143e-05 0.00044738386757652997 0.00055352596167772511 0.00088863825840686662 0.0008415976169368108 0.00055980512159919699 0.00075496555565867567 0.00076954136684827376 0.00057819467086189606 0.00068522125936921791 0.00071979563060380709 0.00062593517667339075 0.00069661038925232467
leaf_weight=84 67 52 52 73 65 69 57 87 53 102 52 53 53 95 55 60 73 684 54 148 174 52 53
leaf_count=84 67 52 52 73 65 69 57 87 53 102 52 53 53 95 55 60 73 684 54 148 174 52 53
internal_value=0 0.000389327 0.000455918 0.000722667 0.000733766 0.000725106 0.000358502 0.000310806 0.00012453 0.000622057 0.000217544 0.000588555 0.000736043 0.000758834 0.000685737 0.000701691 0.000772736 0.000784111 0.000687227 0.000649213 0.000749203 0.000701571 0.000637178
internal_weight=0 522 417 1845 1761 1696 263 206 105 154 119 126 1570 1080 490 437 904 779 176 208 229 125 107
internal_count=2367 522 417 1845 1761 1696 263 206 105 154 119 126 1570 1080 490 437 904 779 176 208 229 125 107
is_linear=0
shrinkage=0.0032998


Tree=8897
num_leaves=18
num_cat=0
split_feature=4 2 124 2 150 2 41 4 133 52 2 4 51 15 2 3 3
split_gain=4.15237 1.40009 1.03572 0.558898 0.479453 0.56984 0.338773 0.211848 0.179466 0.162311 0.140492 0.153438 0.142432 0.101412 0.0675084 0.0579659 0.0410321
threshold=0.30163500000000004 0.14271500000000001 -0.043384999999999993 0.12454500000000002 0.081245000000000026 0.096120000000000025 0.075585000000000013 0.036620000000000007 0.084735000000000019 -0.00094999999999999989 0.10060500000000001 -0.46376499999999993 -1.0000000180025095e-35 -0.42759999999999992 0.087610000000000007 -0.020014999999999995 -0.071814999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 15 6 14 7 10 -1 -9 11 -4 -12 -5 -6 -2 -11
right_child=3 -3 4 13 5 -7 -8 9 -10 16 12 -13 -14 -15 -16 -17 -18
leaf_value=0.00089633221488786446 0.00081130552472912908 0.00057282664363521513 0.0012947236200091699 0.00051753706804214938 0.0011063015320994934 0.00063832454191422802 0.0013085769184044821 0.00086992941819488245 0.00064276091153026135 0.0010090211657592905 0.001133398721513762 0.0011071327784426899 0.00095803931889170443 0.0003115919523369394 0.00095084274408951269 0.00067518554043064167 0.0011274666304125656
leaf_weight=61 61 67 52 55 74 56 79 81 64 95 84 1129 142 52 61 93 61
leaf_count=61 61 67 52 55 74 56 79 81 64 95 84 1129 142 52 61 93 61
internal_value=0 0.00104334 0.00105878 0.000601743 0.00107783 0.000919813 0.00109533 0.00108506 0.000766786 0.000992267 0.00110066 0.00111542 0.00102337 0.000417781 0.00103632 0.000729332 0.00105556
internal_weight=0 2106 2039 261 1914 191 1723 1644 125 237 1407 1181 226 107 135 154 156
internal_count=2367 2106 2039 261 1914 191 1723 1644 125 237 1407 1181 226 107 135 154 156
is_linear=0
shrinkage=0.0032998


Tree=8898
num_leaves=18
num_cat=0
split_feature=1 1 1 3 15 3 124 15 15 1186 150 1 1212 1 3 15 16
split_gain=8.32495 1.57861 1.05058 0.546817 0.424437 0.356553 0.206786 0.178361 0.167775 0.135415 0.140484 0.186049 0.194165 0.282553 0.172334 0.105845 0.0894061
threshold=0.11663000000000003 0.098370000000000027 0.13554500000000003 -0.031844999999999991 -0.083359999999999976 0.045635000000000002 -0.072314999999999977 -0.41606999999999994 -0.035449999999999988 0.062435000000000011 0.11156000000000001 1.0000000180025095e-35 0.041590000000000009 0.081925000000000012 -0.074979999999999977 -0.088774999999999979 0.24579500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 8 -2 -5 -1 -4 -3 10 11 14 13 -13 16 -16 -8
right_child=2 3 7 5 -6 -7 9 -9 -10 -11 -12 12 -14 -15 15 -17 -18
leaf_value=0.00075888428258697848 0.00036605823354947354 0.00076232283938121662 0.00025262689767211643 0.00043937504471492684 0.00070614359864290847 0.00073441440537384752 0.00099318629165353473 1.8973923626853737e-05 0.000978457431169483 0.0008116511660301956 0.0008065702541596361 0.0012837464671756544 0.00086499330903267108 0.0010315831626060781 0.0010055949708920517 0.00083567997362758511 0.00087201855407506969
leaf_weight=52 87 89 71 85 75 96 794 72 74 57 52 58 61 341 56 169 78
leaf_count=52 87 89 71 85 75 96 794 72 74 57 52 58 61 341 56 169 78
internal_value=0 0.00092598 0.000341692 0.000721538 0.000523723 0.000596055 0.000966896 0.00013523 0.000860661 0.000973367 0.000979074 0.000984813 0.00104144 0.00106833 0.000961036 0.000878127 0.000982388
internal_weight=0 2062 305 344 162 181 1718 143 163 1666 1609 1557 460 399 1097 225 872
internal_count=2367 2062 305 344 162 181 1718 143 163 1666 1609 1557 460 399 1097 225 872
is_linear=0
shrinkage=0.0032998


Tree=8899
num_leaves=20
num_cat=0
split_feature=40 4 13 4 2 150 4 2 51 13 39 403 4 16 43 2 2 13 13
split_gain=0.131661 0.116027 0.0995558 0.106798 0.0838638 0.0675205 0.0709296 0.0772472 0.0650941 0.0616719 0.0539752 0.0479694 0.0450045 0.0433536 0.0344564 0.036341 0.0212924 0.0484532 0.0291273
threshold=0.051255000000000002 0.043850000000000007 -0.069874999999999979 0.066275000000000014 0.13752500000000004 0.11156000000000001 0.012315000000000001 0.10060500000000001 -0.06512999999999998 0.095430000000000015 0.0041750000000000008 -0.5335399999999999 -0.47860499999999995 -0.48950499999999991 -0.066864999999999994 0.10364000000000001 0.11144000000000001 -0.0072499999999999995 -0.0013449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 13 6 7 10 -9 14 11 -1 -13 -5 -4 -16 18 -18 -10
right_child=-2 2 9 4 -6 -7 -8 8 16 -11 -12 12 -14 -15 15 -17 17 -19 -20
leaf_value=0.010358836438733084 -0.0035981515027829016 -0.0062582839116572826 0.0025716500652420236 0.0071318684007320053 -0.0037882941373616717 -0.00046301207567678505 0.011415842636887458 0.0072776009402765515 0.0024016542613540838 -0.00030038693436128266 0.010792158458423582 0.0098609950932204409 0.0051382710797302006 0.0013185250894318489 0.010161598096485211 0.0050566194623183885 -0.00026051977056591025 0.0067043889773195191 -0.0032261473712727664
leaf_weight=58 56 58 67 68 53 55 56 69 52 57 60 61 1184 80 68 100 61 52 52
leaf_count=58 56 58 67 68 53 55 56 69 52 57 60 61 1184 80 68 100 61 52 52
internal_value=0 0.00464245 0.00250511 9.61097e-05 0.00193865 0.00531057 0.00549787 0.0052958 0.00276929 0.0046357 0.00582463 0.0055945 0.00537111 0.00400166 0.00584061 0.00713361 0.00132749 0.00292867 -0.000394972
internal_weight=0 2311 551 259 201 1760 1705 1649 286 292 1363 1303 1245 148 235 168 217 113 104
internal_count=2367 2311 551 259 201 1760 1705 1649 286 292 1363 1303 1245 148 235 168 217 113 104
is_linear=0
shrinkage=0.16829


Tree=8900
num_leaves=21
num_cat=0
split_feature=15 13 3 474 147 457 3 51 16 42 16 42 13 13 43 16 42 15 151 15
split_gain=0.113296 0.0844076 0.146835 0.122616 0.0826929 0.121647 0.0768319 0.0700596 0.0687021 0.0998901 0.0743906 0.0698789 0.100236 0.0674219 0.0725247 0.0436521 0.0739734 0.0342835 0.0300878 0.0187471
threshold=-0.24269999999999997 -0.078734999999999986 0.11191000000000002 0.085295000000000024 0.085050000000000014 0.079590000000000008 -0.0035149999999999995 0.11178000000000002 0.081265000000000018 0.09832500000000001 -0.082559999999999981 0.087495000000000003 -0.089024999999999979 -0.089899999999999994 -0.072864999999999985 -0.039889999999999988 0.088950000000000015 -0.017454999999999995 -0.081519999999999981 -0.0093649999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 8 3 4 5 6 7 -3 9 10 11 17 -13 -1 -15 19 18 -2 -17 -12
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 15 12 -14 14 -16 16 -18 -19 -20 -21
leaf_value=-0.0044636040363168518 0.0084170786493136286 0.0048152385294491723 -0.0048418902750175683 -0.0015364957221548209 0.010788524235843183 -0.0024782590376937553 0.0096565390544535949 -0.00069095923026134428 0.010461541356740435 -0.0012080479908561377 0.0039579851738579599 0.0070193351933319579 0.016789521529891886 -0.0019561675379627741 0.006036874094941443 0.007062681820988348 0.010467213959024434 0.0033396700937173779 0.0028907719813347794 -0.00040966502197427681
leaf_weight=56 75 895 52 95 61 68 87 70 91 57 55 70 53 57 73 73 71 79 157 55
leaf_count=56 75 895 52 95 61 68 87 70 91 57 55 70 53 57 73 73 71 79 157 55
internal_value=0 0.00474557 0.00390785 0.00426583 0.0047341 0.00440274 0.00484923 0.00441396 0.00607415 0.00553583 0.00609717 0.00823719 0.0112439 0.000406641 0.00251841 0.00465049 0.00570164 0.0058241 0.00422271 0.00175783
internal_weight=0 2164 1328 1276 1181 1120 1052 965 836 745 688 277 123 186 130 411 301 154 230 110
internal_count=2350 2164 1328 1276 1181 1120 1052 965 836 745 688 277 123 186 130 411 301 154 230 110
is_linear=0
shrinkage=0.16829


Tree=8901
num_leaves=17
num_cat=0
split_feature=2 2 9 1 51 2 2 15 49 1212 1212 1455 1455 43 52 1
split_gain=0.133301 0.060952 0.101397 0.0551106 0.140662 0.132343 0.284339 0.0876677 0.0570381 0.0530642 0.104452 0.0538343 0.0534232 0.0434537 0.040149 0.025053
threshold=0.14461000000000004 -0.045829999999999989 -1.0000000180025095e-35 0.077800000000000022 0.11794000000000002 0.084145000000000011 0.09678500000000001 -0.084629999999999997 -0.00035499999999999996 0.087685000000000013 0.073745000000000019 0.093155000000000002 0.068185000000000009 0.024635000000000004 0.0085900000000000021 0.14039500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 5 8 -7 -8 -5 10 11 12 -4 -10 -11 -2
right_child=15 2 3 4 -6 6 7 -9 13 14 -12 -13 -14 -15 -16 -17
leaf_value=0.0080596763271759582 0.00031196627405918886 -0.0032145255559353175 0.0046685933383907993 0.0094248008832485686 0.010175564601649605 -0.0080707556133401085 -0.00041627816017647041 0.0052531016117076407 0.0045266401261798168 -0.0020655677127361014 0.012190486785052626 -0.00054170354290908362 0.01001148054096529 -0.00043894080651689425 0.0039229381091634647 -0.0045147010475159845
leaf_weight=99 72 57 907 57 70 92 145 164 279 53 56 52 57 60 78 52
leaf_count=99 72 57 907 57 70 92 145 164 279 53 56 52 57 60 78 52
internal_value=0 0.00396186 0.00377028 0.00396348 0.00293511 0.00229693 0.000137271 0.0025869 0.00447932 0.00470314 0.00509456 0.00470167 0.00498637 0.00364248 0.00148639 -0.00169763
internal_weight=0 2226 2127 2070 867 797 401 309 396 1203 1072 1016 964 339 131 124
internal_count=2350 2226 2127 2070 867 797 401 309 396 1203 1072 1016 964 339 131 124
is_linear=0
shrinkage=0.16829


Tree=8902
num_leaves=19
num_cat=0
split_feature=2 11 2 1 15 15 2 3 151 16 13 15 133 2 15 12 16 13
split_gain=0.0921906 0.0543349 0.0662131 0.0790639 0.0923605 0.0813624 0.0987936 0.204877 0.0907111 0.0728904 0.0718649 0.0480069 0.0755509 0.046158 0.0674221 0.0461133 0.0263415 0.0162075
threshold=0.14461000000000004 0.095720000000000013 -0.045829999999999989 0.077800000000000022 0.11754500000000001 0.093505000000000019 0.084145000000000011 -0.021559999999999996 -0.044604999999999992 -0.088504999999999986 -0.09113499999999998 0.085355000000000014 0.087645000000000015 0.085955000000000018 0.085355000000000014 0.083715000000000026 -0.15796999999999997 -0.086804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 6 8 -8 -5 11 -11 12 17 14 -12 -15 -2 -4
right_child=16 -3 3 4 -6 -7 7 -9 -10 10 13 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0080737509925745549 0.0014523860883719007 -0.0019565941589612876 0.0014408763699749678 0.010074462229943881 0.008722126996256541 -0.0035743384456859268 -0.0052695074937332085 0.0029867748159606703 0.0029164467161145163 0.0094507731959474518 -0.0014511967148372758 0.01011180693971056 0.01082099860287008 0.008342239868575024 0.0053957969509216188 0.0032238778611624447 -0.003501368931544146 0.0047875660260125524
leaf_weight=84 52 54 69 60 55 78 128 254 316 52 131 75 52 55 59 596 72 108
leaf_count=84 52 54 69 60 55 78 128 254 316 52 131 75 52 55 59 596 72 108
internal_value=0 0.00329539 0.00342679 0.00323898 0.00203471 0.0015926 0.00212666 0.000215569 0.00406346 0.0041339 0.00336342 0.00639127 0.0051649 0.00298489 0.000665519 0.00365906 -0.0014095 0.00349307
internal_weight=0 2226 2172 2088 891 836 758 382 376 1197 893 304 229 841 190 651 124 177
internal_count=2350 2226 2172 2088 891 836 758 382 376 1197 893 304 229 841 190 651 124 177
is_linear=0
shrinkage=0.16829


Tree=8903
num_leaves=17
num_cat=0
split_feature=1 124 4 47 1 13 13 155 42 1 1213 42 42 13 42 4
split_gain=3.80587 0.761471 0.422224 0.392419 0.288737 0.196598 0.187373 0.195463 0.18837 0.165036 0.155258 0.069204 0.0642794 0.0793117 0.0768318 0.0317753
threshold=0.12048000000000002 -0.043384999999999993 0.41181500000000004 0.085505000000000012 0.10141500000000002 -0.16392499999999996 -0.083514999999999992 0.11245500000000001 -1.0000000180025095e-35 0.13686500000000004 -0.017214999999999998 -0.10071499999999999 0.090040000000000023 -0.091559999999999989 0.083925000000000013 -0.0076349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 9 -1 -3 12 8 11 -2 -10 -8 13 -7 -15 -14
right_child=3 2 -4 -5 -6 6 7 -9 10 -11 -12 -13 15 14 -16 -17
leaf_value=0.00054361109161856771 0.00023142395311461146 0.0004664717784085738 0.00038735548697232822 0.00041204569134341724 0.00023233573221541383 0.00082452938917176605 0.00074838262436724662 0.00080465162249880335 0.00042682761113558887 2.917384825985313e-05 0.00061338539251490137 0.00065975410038394359 0.00070064824152991662 0.00082382924264097197 0.00068731095567487138 0.00058533144917005881
leaf_weight=67 81 56 64 71 64 99 135 81 54 97 638 418 68 59 246 52
leaf_count=67 81 56 64 71 64 99 135 81 54 97 638 418 68 59 246 52
internal_value=0 0.000636093 0.000652319 0.000204421 0.000391807 0.000661198 0.000667073 0.000645939 0.000635585 0.000121407 0.000598878 0.000681454 0.000720487 0.000741048 0.000713835 0.000650971
internal_weight=0 2101 1970 249 131 1906 1850 1326 1245 178 692 553 524 404 305 120
internal_count=2350 2101 1970 249 131 1906 1850 1326 1245 178 692 553 524 404 305 120
is_linear=0
shrinkage=0.0032998


Tree=8904
num_leaves=27
num_cat=0
split_feature=12 0 43 12 43 14 43 52 48 52 43 43 12 15 15 1212 15 159 159 0 481 12 15 12 12 133
split_gain=1.35211 0.193088 0.333873 0.153467 0.159659 0.211118 0.148862 0.139835 0.139418 0.128489 0.0906459 0.209412 0.129147 0.0923961 0.0805182 0.0802554 0.0773366 0.05945 0.164821 0.0502384 0.0540343 0.0425095 0.0423455 0.0421161 0.0404633 0.0328438
threshold=0.077755000000000005 -0.069389999999999993 -0.11162499999999999 -0.14765999999999999 -0.116045 -1.0000000180025095e-35 -0.049364999999999992 -0.088004999999999986 0.089155000000000012 -0.43706499999999993 -1.0000000180025095e-35 0.053790000000000011 0.089765000000000025 0.084990000000000024 -0.092534999999999992 -0.040879999999999993 -0.062284999999999993 0.0055900000000000004 0.11178 -0.10075499999999998 -0.084329999999999988 0.099815000000000015 -0.097269999999999981 0.097360000000000016 0.08784500000000002 0.094055000000000014
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=3 10 -3 -1 -5 -6 14 -8 22 -4 15 13 -13 -12 -7 -2 -11 19 24 -17 -21 -18 -9 -14 -19 -22
right_child=1 2 9 4 5 6 7 8 -10 16 11 12 23 -15 -16 17 21 18 -20 20 25 -23 -24 -25 -26 -27
leaf_value=0.00013583178358735252 0.00062399281888407987 0.00017424684749557621 0.00055327552911851321 0.00049337041885044004 0.0004481080997263163 7.7894458981416171e-05 0.00042750720820936255 0.00039383955932435527 0.00012693764891812898 0.00030018749379604831 0.00023596182979926429 0.00064822905721931235 0.00039603690730082697 0.00041913305371161342 0.0002452672542363914 0.00039281477938638666 0.00052022908635619865 0.00057587206429308426 0.00041778755726341074 0.00040138755840217016 0.0005216022905248774 0.00039863232069814957 0.00027702224681208919 0.00051692696175286584 0.00071009109379081814 0.00046462448793826641
leaf_weight=56 70 55 99 52 88 54 82 54 58 56 52 59 63 75 77 53 56 56 56 58 556 83 103 72 52 155
leaf_count=56 70 55 99 52 88 54 82 54 58 56 52 59 63 75 77 53 56 56 56 58 556 83 103 72 52 155
internal_value=0 0.00048116 0.000411257 0.000301743 0.000318038 0.000300301 0.000269829 0.000310856 0.000266202 0.000455475 0.000498852 0.00044941 0.000517964 0.000344411 0.000176543 0.000513848 0.000405642 0.000505992 0.000564879 0.000494201 0.000501143 0.000447874 0.000317426 0.000460773 0.000640822 0.000509231
internal_weight=0 1726 349 624 568 516 428 297 215 294 1377 321 194 127 131 1056 195 986 164 822 769 139 157 135 108 711
internal_count=2350 1726 349 624 568 516 428 297 215 294 1377 321 194 127 131 1056 195 986 164 822 769 139 157 135 108 711
is_linear=0
shrinkage=0.0032998


Tree=8905
num_leaves=29
num_cat=0
split_feature=1 3 3 14 4 2 4 1 0 3 2 43 133 13 2 52 159 133 2 2 0 160 4 52 3 52 4 4
split_gain=5.11773 1.03875 0.816148 0.627863 0.55566 0.493904 0.478362 0.508654 0.362288 0.444876 0.313733 0.301123 0.287808 0.27912 0.231996 0.527057 0.158437 0.207738 0.140997 0.139644 0.136507 0.127731 0.117858 0.0858152 0.0624109 0.0542738 0.0277612 0.0244817
threshold=0.11130500000000002 -0.065974999999999992 -0.055389999999999988 0.054835000000000009 0.25472500000000003 0.14307 -0.49013999999999996 0.096035000000000023 -0.061204999999999989 0.085315000000000016 -1.0000000180025095e-35 0.0035900000000000007 0.088385000000000005 -1.0000000180025095e-35 0.089540000000000022 0.091545000000000015 0.084325000000000025 0.037060000000000003 0.12708000000000003 0.087765000000000024 -0.14310999999999999 -0.020454999999999997 -0.020619999999999996 0.074235000000000009 -0.082454999999999987 -0.011499999999999998 -0.06512999999999998 -0.012419999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 11 -2 10 -3 8 9 13 -4 12 16 -8 24 -16 17 22 -12 -19 -9 -18 -1 25 -13 27 -25 -14
right_child=2 6 5 -5 -6 -7 7 20 -10 -11 18 14 23 -15 15 -17 21 19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29
leaf_value=0.0011033820943584737 0.0010293412039672485 0.0011567737431124837 0.00040113167727212677 0.0014008682720717354 0.0005695048718837247 0.00029084913916508053 0.00094754320109272094 0.00055097434470999707 0.00068494050969317188 0.00072611972693043317 0.00077636521639515104 0.0011016853312467659 0.0010343124111916293 0.0012506301404602662 0.00060597125927911312 0.0010333900124562939 0.00084535527569728087 0.0011248674899783577 0.00055240677717809203 0.0013203111206878961 0.00076252395867769298 0.0010639611010580729 0.00099610448663190972 0.0010739547399613249 0.00095547263405756878 0.00086220699384967835 0.00097310079216534695 0.00092556802682095332
leaf_weight=409 65 53 65 52 52 88 78 68 61 55 76 64 53 60 62 65 52 103 54 71 69 74 166 91 78 90 62 61
leaf_count=409 65 53 65 52 52 88 78 68 61 55 76 64 53 60 62 65 52 103 54 71 69 74 166 91 78 90 62 61
internal_value=0 0.00100216 0.000592999 0.00104251 0.000825271 0.000496847 0.000860957 0.000820769 0.000908543 0.000979032 0.000589629 0.00103007 0.00105213 0.00107958 0.000928926 0.000825006 0.00108469 0.00110327 0.000683607 0.00120482 0.000657778 0.000974022 0.00107247 0.000972213 0.00102162 0.000926212 0.00103332 0.000976434
internal_weight=0 1997 400 1553 117 283 444 391 254 193 195 1501 1232 138 269 127 875 749 130 174 137 126 575 357 142 204 153 114
internal_count=2397 1997 400 1553 117 283 444 391 254 193 195 1501 1232 138 269 127 875 749 130 174 137 126 575 357 142 204 153 114
is_linear=0
shrinkage=0.0032998


Tree=8906
num_leaves=26
num_cat=0
split_feature=1 11 4 2 15 13 123 49 16 4 43 133 4 4 43 43 16 4 16 1456 13 4 15 2 16
split_gain=0.232831 0.204445 0.0884567 0.0942126 0.0900569 0.0882928 0.0878051 0.125081 0.0701946 0.0687292 0.0784515 0.110948 0.0955719 0.110095 0.0952739 0.0943219 0.0679819 0.148986 0.0609139 0.0599538 0.0442251 0.0659283 0.0308903 0.0201012 0.0138231
threshold=0.098370000000000027 0.079915000000000014 -0.013324999999999998 1.0000000180025095e-35 -0.41880499999999993 -0.0090849999999999976 0.081990000000000021 -0.025549999999999996 -0.0024749999999999993 -0.15805499999999997 0.0035900000000000007 0.11588000000000002 -0.080584999999999976 0.054560000000000004 -0.12584499999999996 -0.045129999999999997 -0.095794999999999977 0.065590000000000009 0.23993500000000004 -0.011624999999999998 -0.026884999999999996 -0.071794999999999984 -0.10065999999999999 0.091005000000000016 0.18141000000000002
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=1 9 8 5 -5 22 7 -6 -2 24 11 14 -12 20 -11 23 17 -16 -10 -18 21 -14 -4 -13 -1
right_child=2 -3 3 4 6 -7 -8 -9 18 10 12 15 13 -15 16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0019766414892313099 0.0089227735604424669 0.01457788405061148 0.0027337301711383602 0.0018613244426871919 -0.0011003413813476042 -0.0025101588880761332 0.0011423458473002693 -0.01150766686670575 -0.0027422696323950138 0.010629864447179581 -0.0040619006779260749 0.0062641253106091987 0.0033611128483815212 -0.0033534785956226285 0.0145377439116996 -0.0038576598466349555 0.0011000235382200721 0.0032278135844384772 0.0045090524848166603 0.00521573388505721 0.001343686214596039 0.010716709751929792 0.008441065534977605 0.0017080717171472316 -0.001903238075981166
leaf_weight=52 55 56 57 95 60 60 55 73 52 102 58 60 72 52 65 66 117 68 88 751 57 68 53 53 52
leaf_count=52 55 56 57 95 60 60 55 73 52 102 58 60 72 52 65 66 117 68 88 751 57 68 53 53 52
internal_value=0 0.00456049 0.000822395 -0.000464112 -0.00234851 0.00266229 -0.00448538 -0.00682614 0.00382026 0.00422808 0.0045024 0.00508203 0.00207608 0.00351302 0.00571314 0.00118307 0.00521034 0.00876873 0.00180287 0.00466304 0.00533462 0.00694666 0.00549996 0.00414311 1.94268e-05
internal_weight=0 1749 648 453 283 170 188 133 195 1693 1589 1282 307 249 1103 179 1001 133 140 868 197 140 110 113 104
internal_count=2397 1749 648 453 283 170 188 133 195 1693 1589 1282 307 249 1103 179 1001 133 140 868 197 140 110 113 104
is_linear=0
shrinkage=0.16829


Tree=8907
num_leaves=23
num_cat=0
split_feature=1 2 3 11 15 34 0 1 0 2 16 16 12 3 42 42 12 3 1447 160 403 0
split_gain=5.76693 0.908918 0.624964 0.562892 0.575275 0.523033 0.47414 0.555808 0.533925 0.412185 0.235269 0.294071 0.249075 0.175989 0.126757 0.1253 0.154624 0.0883685 0.0868086 0.0845772 0.0748571 0.0630035
threshold=0.10915500000000002 0.14307 0.10703500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.010024999999999997 -0.13314999999999996 0.087070000000000022 -0.068484999999999976 0.10912000000000001 0.15454000000000004 -0.023519999999999996 0.023990000000000004 0.12178000000000001 0.08648500000000002 -0.053844999999999997 0.083325000000000024 -0.067429999999999976 -0.08039499999999998 -0.081639999999999976 -0.13024499999999997 -0.073399999999999979
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 3 6 -5 -2 7 -1 14 17 11 -10 -12 -11 15 20 -17 -7 -16 -20 -8 -3
right_child=1 21 -4 4 -6 9 8 -9 10 13 12 -13 -14 -15 18 16 -18 -19 19 -21 -22 -23
leaf_value=0.00086313838933621849 0.00019199069198717569 0.00020736563159835813 0.00046793211610598648 0.00085784074229412256 0.001283939575231345 0.00077833168630102811 0.00094002096319564159 0.00043595606499779988 0.00071904458459563867 0.00034271132283589847 0.00097778070060815106 0.0004227751283006208 0.00067221374247346396 0.00057070434635935461 0.00070511309859687518 0.001077368318881323 0.00089273008306575133 0.00058925912839299607 0.00091099685079715611 0.00080474421168046063 0.0008081157768701911 4.3883400856639697e-05
leaf_weight=59 57 52 55 90 57 62 61 77 99 97 52 59 69 61 74 59 392 52 114 363 284 52
leaf_count=59 57 52 55 90 57 62 61 77 99 97 52 59 69 61 74 59 392 52 114 363 284 52
internal_value=0 0.000395321 0.000816202 0.000826217 0.0010233 0.00048036 0.000809755 0.000621537 0.000825476 0.000540661 0.000693413 0.000608635 0.000803823 0.000430957 0.000852804 0.000879983 0.000916963 0.000692397 0.000813475 0.000830212 0.00083154 0.000125963
internal_weight=0 433 1964 1909 147 329 1762 136 1626 272 279 158 121 158 1347 796 451 114 551 477 345 104
internal_count=2397 433 1964 1909 147 329 1762 136 1626 272 279 158 121 158 1347 796 451 114 551 477 345 104
is_linear=0
shrinkage=0.0032998


Tree=8908
num_leaves=23
num_cat=0
split_feature=1 3 14 4 1 12 3 4 13 42 3 4 42 12 49 43 43 13 3 42 43 13
split_gain=6.13914 1.38863 0.601738 0.523034 0.439784 0.324118 0.308219 0.248487 0.195063 0.182797 0.183512 0.152849 0.139301 0.130534 0.0770606 0.0768301 0.0519439 0.0515179 0.0493793 0.0366822 0.026679 0.02019
threshold=0.10141500000000002 -0.052614999999999995 0.062655000000000016 0.24099500000000004 0.13630500000000004 -1.0000000180025095e-35 0.091170000000000015 0.024315000000000003 -0.057284999999999996 0.10219500000000002 -0.10077999999999999 0.50657000000000008 0.08648500000000002 0.098195000000000018 -0.018959999999999994 -0.15429499999999996 -0.038674999999999994 -0.090744999999999978 -0.087114999999999984 0.11688500000000002 -1.0000000180025095e-35 -0.086219999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 18 5 8 9 -7 -3 10 15 -6 13 14 -12 -1 -11 -14 -2 -18 -15 -19
right_child=1 4 -4 -5 11 7 -8 -9 -10 16 12 -13 17 20 -16 -17 19 21 -20 -21 -22 -23
leaf_value=0.00058918951348899476 0.00048550753881335855 0.00019047845466132798 0.00090093303573868277 0.00021795017872859842 5.3414453280919873e-05 0.00046369588434621071 0.00038657402445937088 0.00015857366320751355 -4.4312370008242624e-05 0.00043384433915591122 0.00056098368638077733 -0.00018844910481866759 0.00049627367776084342 0.00059433571571384223 0.00067718087498994225 0.00043886547338653563 0.00061394516457983215 0.00065362631696903081 0.00061739784269370409 0.00048648644524008818 0.0004840022687539229 0.00058190793208302729
leaf_weight=67 63 74 70 81 53 54 80 64 80 80 73 61 77 55 649 91 52 60 70 56 53 334
leaf_count=67 63 74 70 81 53 54 80 64 80 80 73 61 77 55 649 91 52 60 70 56 53 334
internal_value=0 0.000214457 0.00060006 0.000427707 9.61386e-05 0.000168287 0.000587845 0.000298504 6.82805e-05 0.0005976 0.000610188 -7.56948e-05 0.000623199 0.000649263 0.000665481 0.000502833 0.000499715 0.000577194 0.000555188 0.000548182 0.000540517 0.000592919
internal_weight=0 600 1797 214 386 272 1727 118 154 1647 1459 114 1301 830 722 158 188 471 133 108 108 394
internal_count=2397 600 1797 214 386 272 1727 118 154 1647 1459 114 1301 830 722 158 188 471 133 108 108 394
is_linear=0
shrinkage=0.0032998


Tree=8909
num_leaves=29
num_cat=0
split_feature=1 1 15 0 1 52 52 456 15 15 0 0 15 15 0 15 48 52 15 52 1 402 160 52 15 132 456 0
split_gain=8.29579 1.22157 0.639904 0.671916 0.469446 0.517209 0.405287 0.219986 0.219616 0.174152 0.156658 0.17172 0.316804 0.167612 0.136248 0.187341 0.133065 0.132601 0.124135 0.128544 0.0931424 0.0600626 0.055871 0.0331863 0.045469 0.0316541 0.0262913 0.0169635
threshold=0.10732500000000002 0.13662500000000002 0.022565000000000005 -0.14310999999999999 0.095950000000000021 -0.092059999999999989 -0.16922499999999999 0.077935000000000018 -0.26826999999999995 0.11934000000000002 -0.077639999999999987 -0.11208499999999998 -0.10556999999999998 -0.011389999999999999 -0.081444999999999976 -0.077559999999999976 0.081275000000000014 0.090645000000000017 0.084855000000000014 0.085625000000000021 0.11481500000000001 0.11174500000000002 -0.079109999999999986 -0.067394999999999983 -0.045404999999999994 -0.024099999999999996 0.089235000000000023 -0.07304999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 -4 7 -6 -2 10 -3 18 11 12 -1 22 20 -16 -7 23 19 -5 -8 25 -13 24 -12 -20 -9 -27
right_child=1 8 3 9 5 16 14 26 -10 -11 17 13 -14 -15 15 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 27 -28 -29
leaf_value=0.0010136610817758985 0.00083358471922253402 6.6054836604711127e-05 0.0013733486280508515 0.0010048890829180593 0.00099731443271981377 0.00071533799722168058 0.00053572124014770702 0.0011161865144173467 0.00034291700578285573 0.00083801558349508841 0.00090363962428577566 0.00099882425833188902 0.00065881692502606129 0.0011465831921845897 0.00047455850622823498 0.00072900499321336572 0.00049298849153732883 0.00068646720166797861 0.001079734691702226 0.0012108569948737868 0.00037056225305538492 0.0008939487039787686 0.00091094102105506575 0.00095037039904691213 0.00077065198512857379 0.0010022056131213893 0.0010035603361623769 0.00094143231807229243
leaf_weight=52 52 73 55 75 60 72 72 63 55 73 73 145 60 54 68 61 52 52 60 65 82 71 220 57 55 384 52 84
leaf_count=52 52 73 55 75 60 72 72 63 55 73 73 145 60 54 68 61 52 52 60 65 82 71 220 57 55 384 52 84
internal_value=0 0.000459908 0.000951808 0.0010187 0.000897424 0.000744832 0.00056473 0.000929182 0.000185294 0.000994631 0.000908714 0.000940739 0.000823881 0.000971891 0.000515205 0.000595151 0.000622379 0.000836813 0.00101005 0.00110077 0.000448008 0.000988794 0.00094595 0.000878882 0.000846772 0.00100148 0.00106557 0.000991373
internal_weight=0 463 1934 867 1067 184 335 883 128 812 768 531 112 419 283 129 124 237 739 140 154 599 365 185 128 528 115 468
internal_count=2397 463 1934 867 1067 184 335 883 128 812 768 531 112 419 283 129 124 237 739 140 154 599 365 185 128 528 115 468
is_linear=0
shrinkage=0.0032998


Tree=8910
num_leaves=10
num_cat=0
split_feature=2 15 14 14 157 34 2 3 16
split_gain=0.141438 0.135122 0.113521 0.108957 0.0699545 0.0768802 0.0921008 0.0774129 0.0620307
threshold=0.13631000000000001 0.12341000000000001 -0.23083499999999998 0.076975000000000002 -0.10151999999999999 -0.072169999999999984 -0.0091949999999999983 -0.096099999999999977 -0.10654499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8 -2
right_child=8 -3 3 -5 5 6 7 -9 -10
leaf_value=0.011104948164717 -0.004158907903843401 0.012277358994762708 -0.0010349388951794609 0.01091095800337755 0.010045159175635697 -0.0023125379755526429 0.001263495632836208 0.0044260946910060018 0.0022202507360016351
leaf_weight=65 77 60 83 62 57 68 257 1559 98
leaf_count=65 77 60 83 62 57 68 257 1559 98
internal_value=0 0.00438478 0.00416379 0.00394664 0.00373242 0.00393721 0.00375146 0.00397951 -0.000576313
internal_weight=0 2211 2151 2086 2024 1941 1884 1816 175
internal_count=2386 2211 2151 2086 2024 1941 1884 1816 175
is_linear=0
shrinkage=0.16829


Tree=8911
num_leaves=17
num_cat=0
split_feature=1 14 49 0 156 403 403 448 0 0 4 0 0 4 1 403
split_gain=0.189519 0.105932 0.0745502 0.045118 0.0782898 0.0509853 0.141663 0.0532321 0.046018 0.0765192 0.0438144 0.0434494 0.0689574 0.0402801 0.0360569 0.0131498
threshold=0.13712000000000005 0.076975000000000002 -0.15378499999999998 -0.068484999999999976 0.089950000000000016 -0.121015 -0.40860499999999994 -0.067634999999999987 0.0037850000000000002 -0.049464999999999988 -0.42305999999999994 -0.17785499999999996 -0.11169999999999998 0.49433000000000005 0.10205500000000002 -0.53379499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 6 15 -7 9 14 -10 -9 -13 -2 -5 -4
right_child=13 -3 3 4 -6 7 -8 11 10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0096261254994942265 -0.0060574810034417902 0.010156450091802752 0.0023914821039291915 0.0020440197728047471 0.0060393596193622553 -0.0011882775647896005 -0.0053744085475033905 0.0076511384208459562 0.0013271388378703142 0.0074184065107516257 -0.0046132964337774569 0.00064588231114237626 0.0044473212328171178 -1.0478437537278002e-05 -0.0032579813822197464 0.0059604126784768511
leaf_weight=55 62 70 54 115 100 52 63 101 69 59 71 154 1174 64 53 70
leaf_count=55 62 70 54 115 100 52 63 101 69 59 71 154 1174 64 53 70
internal_value=0 0.00369849 0.00349125 0.00333237 0.0018626 0.00374279 0.00111113 0.00407386 0.000719629 0.00220297 -0.00167268 0.00426661 0.00400784 -0.00300025 0.000360671 0.00442069
internal_weight=0 2260 2190 2135 467 1668 187 1481 367 227 140 1429 1328 126 168 124
internal_count=2386 2260 2190 2135 467 1668 187 1481 367 227 140 1429 1328 126 168 124
is_linear=0
shrinkage=0.16829


Tree=8912
num_leaves=22
num_cat=0
split_feature=3 39 2 43 3 15 3 13 403 150 43 12 15 15 403 2 12 2 403 16 2
split_gain=2.0743 1.27892 0.709943 0.331239 0.299538 0.258905 0.246904 0.212078 0.19143 0.137643 0.160044 0.155798 0.111563 0.124191 0.109535 0.108752 0.0890039 0.074818 0.108029 0.0416725 0.0358105
threshold=0.31343500000000007 0.086065000000000016 0.11500500000000001 -0.049364999999999992 -0.10175499999999998 0.03981500000000001 -0.13088999999999998 -0.0078949999999999975 -0.081354999999999997 0.085455000000000017 -0.011154999999999998 0.11167500000000001 -0.083359999999999976 -0.025694999999999999 -0.121015 0.086535000000000015 0.083785000000000012 0.083715000000000026 -0.51385999999999987 -0.073309999999999986 0.087610000000000007
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 2 5 7 -4 8 -7 -3 -1 11 20 15 -6 -14 17 -10 -16 -8 -19 -18 -11
right_child=-2 3 4 -5 12 6 14 -9 9 10 -12 -13 13 -15 16 -17 19 18 -20 -21 -22
leaf_value=0.00039216837238157277 1.6856375280151077e-05 0.00031387850822473201 0.00017132173253877004 0.00051083613069517579 0.00032809743496115906 0.00083720963221744485 0.00063330578057200571 6.4891756827395892e-05 0.00064633743251336678 0.00061159572278842334 0.00032409509246903725 0.00041164176757212172 0.00061775476850679562 0.0004026000913908263 0.00076129419014615688 0.00056257073346795941 0.00064480593035190882 0.00058336649417733445 0.00037569048440490164 0.00058066162220581617 0.00048381422696700568
leaf_weight=78 86 100 53 59 53 59 63 60 281 53 53 56 61 59 58 462 339 61 52 188 52
leaf_count=78 86 100 53 59 53 59 63 60 281 53 53 56 61 59 58 462 339 61 52 188 52
internal_value=0 0.00053925 0.000564511 0.000299046 0.000389431 0.000585823 0.000629921 0.000220729 0.000550851 0.000563748 0.000473547 0.000581541 0.000456047 0.000512264 0.000613803 0.000594298 0.000635862 0.000540284 0.000488111 0.00062199 0.000548649
internal_weight=0 2300 2081 219 226 1855 820 160 1035 957 158 799 173 120 761 743 585 176 113 527 105
internal_count=2386 2300 2081 219 226 1855 820 160 1035 957 158 799 173 120 761 743 585 176 113 527 105
is_linear=0
shrinkage=0.0032998


Tree=8913
num_leaves=16
num_cat=0
split_feature=10 4 39 2 1212 1212 42 124 51 2 133 3 42 159 16
split_gain=0.118576 0.150761 0.0747625 0.115665 0.0560073 0.106613 0.0594704 0.0435145 0.0401315 0.0673281 0.0467646 0.0359907 0.0417786 0.0305253 0.0162232
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.099745000000000014 -0.045829999999999989 0.040035000000000008 0.092815000000000022 0.085790000000000019 -0.082899999999999988 0.07955000000000001 0.087325000000000014 0.047025000000000004 -0.116045 0.077855000000000021 -0.079759999999999984 -0.07959999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 7 6 -6 -5 11 -10 -11 12 -9 -13 -7
right_child=2 -3 -4 4 5 14 -8 8 9 10 -12 13 -14 -15 -16
leaf_value=0.0038607142254028898 0.011047345835438448 -0.0080609604712553653 -0.0016040713584528094 0.008345372291036178 -0.0053096675297477774 0.0063807597700090554 0.0017946383286508206 0.0044806648055230229 -0.00277619027411696 0.0016006772395857672 0.0071733634669645524 0.0058036221396239162 0.010260318620889334 0.0033427845221131215 0.002598333929721388
leaf_weight=61 58 59 80 57 76 67 59 118 70 146 61 165 52 1191 66
leaf_count=61 58 59 80 57 76 67 59 118 70 146 61 165 52 1191 66
internal_value=0 -0.0019858 0.0034334 0.00361857 0.00341525 0.00113114 -0.00219151 0.0037434 0.00359691 0.00172181 0.00325155 0.00393611 0.00625913 0.00364355 0.00451727
internal_weight=0 120 2266 2186 2128 268 135 1860 1803 277 207 1526 170 1356 133
internal_count=2386 120 2266 2186 2128 268 135 1860 1803 277 207 1526 170 1356 133
is_linear=0
shrinkage=0.16829


Tree=8914
num_leaves=15
num_cat=0
split_feature=4 157 155 0 16 16 12 3 14 159 12 3 403 157
split_gain=0.104749 0.0647575 0.0458829 0.0630457 0.0883795 0.102723 0.179384 0.0865435 0.0687939 0.0573601 0.0528763 0.0513532 0.0591146 0.0476982
threshold=0.62347500000000011 -0.14310999999999999 0.083440000000000014 -0.068484999999999976 -0.38959499999999997 0.022165000000000004 0.084595000000000017 -0.083249999999999977 -0.073114999999999986 0.11402500000000002 1.0000000180025095e-35 0.12566000000000002 -0.016149999999999994 0.09401000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 -6 -7 -3 11 -9 12 -10 -4
right_child=-2 2 13 4 5 7 -8 10 9 -11 -12 -13 -14 -15
leaf_value=-0.0016691793600822804 -0.0048285990152416285 0.0086239149093686168 0.0097111105256329402 0.007437485651888477 -0.01069715099954247 -0.0024640213156068148 0.0011900442563366434 0.0074937684523515699 0.0017637842763570508 -0.0022496439966721081 0.0010760092242548516 -0.0012908485577495241 0.0040974077709545267 0.0032197854513947451
leaf_weight=88 52 65 57 52 58 71 94 83 437 56 66 68 1063 76
leaf_count=88 52 65 57 52 58 71 94 83 437 56 66 68 1063 76
internal_value=0 0.0027961 0.00297185 0.00277943 0.000938748 2.54926e-05 -0.00333404 0.00235479 0.00324045 0.00302387 0.00466306 0.00321335 0.00341874 0.00601529
internal_weight=0 2334 2246 2113 424 372 152 220 1689 1624 149 1568 1500 133
internal_count=2386 2334 2246 2113 424 372 152 220 1689 1624 149 1568 1500 133
is_linear=0
shrinkage=0.16829


Tree=8915
num_leaves=17
num_cat=0
split_feature=150 51 12 43 41 0 2 1447 43 157 156 12 159 42 0 43
split_gain=0.139187 0.0864696 0.0800423 0.0763613 0.0867847 0.11265 0.110654 0.0841785 0.0702477 0.0623508 0.081448 0.105173 0.0865878 0.044772 0.0340199 0.0235953
threshold=0.12244500000000001 0.13573000000000005 -0.090699999999999989 -0.097279999999999991 1.0000000180025095e-35 -0.069074999999999984 0.090545000000000014 -0.082869999999999985 -0.078654999999999989 -0.082134999999999986 0.081415000000000015 0.083425000000000013 -0.061769999999999999 0.083985000000000018 -0.086409999999999987 -0.15582499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 15 14 -1 13 12 -12 -11 -9 -5 -4
right_child=-2 -3 3 7 -6 -7 -8 9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.005642239079613429 -0.0058301155808038845 0.0078385331420299104 0.0053345511838817769 0.0037675072425211826 -0.00053769315448669276 0.013694371582321245 -0.0012780026781013601 0.0084000417684767219 0.0020621474066008965 -0.0018009823527340872 -0.0056137035811472903 0.0025410385704735393 0.002844493403014211 0.0024950401785220453 0.0093151818463093391 0.010302062350560836
leaf_weight=58 52 99 55 60 52 55 55 77 79 125 87 92 1203 71 69 58
leaf_count=58 52 99 55 60 52 55 55 77 79 125 87 92 1203 71 69 58
internal_value=0 0.0029636 0.00274301 0.00300533 0.00562131 0.00706555 0.0048847 0.00260108 -0.00118645 0.0022767 0.00195115 -0.0014124 0.00240588 0.00557938 0.0067488 0.00790015
internal_weight=0 2295 2196 2059 275 223 168 1784 137 1655 1507 179 1328 148 129 113
internal_count=2347 2295 2196 2059 275 223 168 1784 137 1655 1507 179 1328 148 129 113
is_linear=0
shrinkage=0.16829


Tree=8916
num_leaves=19
num_cat=0
split_feature=0 4 4 51 2 2 0 49 40 11 47 12 47 0 13 0 13 2
split_gain=0.0834568 0.10169 0.100991 0.0784274 0.0738322 0.0978044 0.118494 0.0715052 0.0737777 0.087628 0.0681525 0.0688357 0.0681027 0.0619184 0.0567725 0.0861146 0.0628358 0.0323499
threshold=-0.088709999999999983 -0.086369999999999988 0.51224500000000017 -0.020604999999999995 0.11342000000000001 0.096685000000000007 -0.14582499999999995 -0.081429999999999989 -0.0057599999999999986 0.086080000000000018 0.096175000000000024 0.083220000000000002 0.11669500000000001 -0.14076499999999997 0.066010000000000013 -0.073399999999999979 0.0061450000000000003 0.12131500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -3 5 6 -5 -2 -9 12 11 -8 14 -7 16 -16 -10 -6
right_child=2 3 -4 4 17 13 10 8 9 -11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.00796768605396065 -0.0015441886119762686 -0.0041054320612033653 -0.0042372510012396274 0.0081251481845263027 0.007886515295277511 -0.0084403679220379189 -0.0061822334257311696 0.0081437759675448574 0.0031946830355680206 -0.0029342389879556063 0.0052099651687128965 0.00041511445084048068 0.0094031024232015519 -0.00030677246796107638 0.0023656024820825818 0.011250080257176257 -0.0016801681561165087 0.0022592238788483191
leaf_weight=52 84 100 53 61 52 54 61 91 1074 63 56 167 53 53 65 60 80 68
leaf_count=52 84 100 53 61 52 54 61 91 1074 63 56 167 53 53 65 60 80 68
internal_value=0 0.000796768 0.00297335 0.000239202 0.00100189 1.27535e-05 0.00139535 0.00321791 0.00348831 0.00318333 -4.3806e-05 -0.00134209 0.00347403 -0.00442837 0.00322693 0.00664452 0.00285518 0.00471269
internal_weight=0 724 1623 672 572 452 345 1570 1486 1395 284 228 1332 107 1279 125 1154 120
internal_count=2347 724 1623 672 572 452 345 1570 1486 1395 284 228 1332 107 1279 125 1154 120
is_linear=0
shrinkage=0.16829


Tree=8917
num_leaves=20
num_cat=0
split_feature=1 52 50 49 47 16 49 1 40 48 13 13 4 41 0 0 52 16 16
split_gain=2.39903 0.583755 0.394483 0.292328 0.287418 0.288816 0.248377 0.244472 0.21628 0.170763 0.173787 0.166419 0.122022 0.0954854 0.190007 0.117206 0.0763152 0.0660123 0.0537868
threshold=0.104035 -0.41304999999999997 0.083090000000000011 -0.014869999999999998 0.10648500000000001 -0.44470499999999996 0.12025500000000001 0.089910000000000004 -0.03549999999999999 0.086260000000000017 -0.014114999999999997 -0.11122999999999998 0.054560000000000004 0.075585000000000013 -0.10653 -0.086224999999999982 -0.0097699999999999992 -0.15796999999999997 -0.51433499999999988
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 7 5 18 9 16 -7 12 -11 -10 13 14 -5 -16 -1 -14 -3
right_child=1 2 -4 6 -6 8 -8 -9 11 10 -12 -13 17 -15 15 -17 -18 -19 -20
leaf_value=0.00062393418679781325 0.00063755156962413517 0.00042977539393980214 0.00051976154439307531 0.00043080517435477517 0.00045781697968404206 0.00026989449759304626 0.00042084858674000975 0.00032969385144335955 0.00020158469380125133 0.00060346414104090775 0.00036634828493160198 -3.9145051100140502e-05 0.00060173938263866479 0.00077418643629233131 0.00069583554237011107 0.00061755852464843389 0.00046260076163952269 0.00044560736262496423 0.00027864681001407775
leaf_weight=83 61 52 71 52 62 87 78 81 52 80 60 78 62 53 286 876 56 62 55
leaf_count=83 61 52 71 52 62 87 78 81 52 80 60 78 62 53 286 876 56 62 55
internal_value=0 0.000333858 0.000293244 0.000588425 0.000251487 0.000211896 0.000603931 0.000474854 0.000142442 0.000613236 0.000502095 5.68759e-05 0.000624397 0.000634199 0.000628058 0.000636855 0.00055919 0.000523957 0.000352422
internal_weight=0 518 457 1829 386 324 1609 220 217 1531 140 130 1391 1267 1214 1162 139 124 107
internal_count=2347 518 457 1829 386 324 1609 220 217 1531 140 130 1391 1267 1214 1162 139 124 107
is_linear=0
shrinkage=0.0032998


Tree=8918
num_leaves=22
num_cat=0
split_feature=50 4 4 2 3 12 15 15 15 3 15 42 15 15 3 42 15 2 15 42 15
split_gain=0.0759468 0.0855614 0.114219 0.113691 0.0766155 0.0763672 0.0753631 0.0745938 0.0688835 0.0628174 0.0819267 0.0603732 0.0602373 0.0601011 0.0697838 0.0625454 0.0501569 0.0380132 0.0392331 0.0339387 0.0321004
threshold=0.082725000000000007 -0.5093899999999999 -0.082634999999999986 0.083365000000000009 0.11191000000000002 0.12302 -0.088324999999999987 -0.092059999999999989 -0.097984999999999989 0.0025650000000000004 -0.084629999999999997 0.080060000000000006 -0.21242999999999998 -0.092729999999999993 -0.082844999999999988 -0.026469999999999997 -0.035449999999999988 0.10613000000000002 0.083885000000000015 -0.088334999999999983 0.091735000000000025
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 -1 3 -3 5 7 -6 8 12 10 -9 17 -4 -2 15 -15 -16 18 -5 -20 -18
right_child=13 2 4 11 6 -7 -8 9 -10 -11 -12 -13 -14 14 16 -17 20 -19 19 -21 -22
leaf_value=-0.0047996720354925113 0.0090103796372127225 -0.0026352174557537234 -0.0019757915078409075 0.009330016954540641 0.0007893124323483981 0.0080686716894113782 -0.00750710520766919 0.0068119448300189211 -0.0054274080582090555 0.007475462735426916 0.0013531062997241649 0.010229859853968445 0.0028137081022521003 0.0025730395157706068 0.0045295708189444124 0.0096288145316542565 -0.0029919651750120314 0.00064646156967584402 0.0065800838489362455 0.001605035320071175 0.0022358610775016141
leaf_weight=53 66 53 141 59 76 52 52 87 67 62 763 68 157 67 99 78 69 56 82 76 64
leaf_count=53 66 53 141 59 76 52 52 87 67 62 763 68 157 67 99 78 69 56 82 76 64
internal_value=0 0.00185717 0.00204874 0.00459283 0.00135954 0.00173908 -0.00256707 0.00147992 -0.000549235 0.002294 0.00191395 0.00572152 0.000541507 0.00430834 0.0034804 0.00638095 0.00165981 0.00459199 0.00560191 0.00419839 -0.000462811
internal_weight=0 1904 1851 394 1457 1329 128 1277 365 912 850 341 298 443 377 145 232 273 217 158 133
internal_count=2347 1904 1851 394 1457 1329 128 1277 365 912 850 341 298 443 377 145 232 273 217 158 133
is_linear=0
shrinkage=0.16829


Tree=8919
num_leaves=26
num_cat=0
split_feature=12 2 2 2 15 52 12 15 40 2 2 0 2 0 15 15 15 15 12 2 133 51 0 0 12
split_gain=2.75983 0.939898 0.88814 0.47766 0.34997 0.316978 0.306725 0.156193 0.153656 0.139908 0.105402 0.186197 0.0833473 0.0672145 0.0661236 0.0975731 0.102229 0.0627187 0.0461548 0.0441805 0.0348171 0.0283544 0.030877 0.0504909 0.011548
threshold=0.077755000000000005 0.12454500000000002 0.10859000000000001 0.064660000000000009 -0.0015749999999999998 0.047850000000000011 0.086795000000000011 -0.14798499999999998 -1.0000000180025095e-35 0.088555000000000009 0.14578500000000003 -0.14582499999999995 0.093365000000000017 -0.096594999999999986 0.11315500000000002 -0.021179999999999997 -0.050004999999999994 0.090455000000000021 0.090905000000000014 0.090545000000000014 0.089380000000000015 -0.085259999999999989 -0.082654999999999992 -0.085719999999999977 0.095490000000000005
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=2 6 3 8 12 10 9 -8 -1 13 11 -4 -5 -2 15 16 19 18 -17 -9 -19 -15 23 -23 -16
right_child=1 -3 5 4 -6 -7 7 14 -10 -11 -12 -13 -14 21 24 17 -18 20 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0006765552639652196 0.0011058024744979376 0.00053061722794554411 0.00030148348159630229 0.00081787628568636989 0.00099007735034425319 0.00066719566083099581 0.00069002099018280593 0.00091040734198514974 0.00045128434004485467 0.00083000860937851404 0.00028341152838658727 0.00054897493023639598 0.00064449769802774981 0.0010531013700428842 0.00083537796843090306 0.00090510936918249683 0.00071120023561574788 0.00090446867294275432 0.00098297698926095461 0.00082970611307169994 0.00081258141903928856 0.00097849233010200353 0.0010320016394777956 0.00087419692011341129 0.00075254687147416723
leaf_weight=79 53 80 53 56 89 74 53 152 59 72 52 92 74 52 54 214 57 122 167 184 91 166 64 86 52
leaf_count=79 53 80 53 56 89 74 53 152 59 72 52 92 74 52 54 214 57 122 167 184 91 166 64 86 52
internal_value=0 0.000880944 0.000625096 0.000733404 0.000829595 0.000482287 0.000898022 0.000868113 0.000580499 0.000967473 0.000412651 0.000458756 0.000719455 0.000990899 0.000876717 0.000885449 0.00084391 0.000912873 0.000939333 0.000866319 0.000865377 0.000974255 0.000961168 0.000943039 0.000795076
internal_weight=0 1719 628 357 219 271 1639 1146 138 493 197 145 130 421 1093 987 393 594 381 336 213 368 316 252 106
internal_count=2347 1719 628 357 219 271 1639 1146 138 493 197 145 130 421 1093 987 393 594 381 336 213 368 316 252 106
is_linear=0
shrinkage=0.0032998


Tree=8920
num_leaves=21
num_cat=0
split_feature=1 1 12 39 12 16 150 11 16 133 133 50 12 13 1 1 13 12 13 1
split_gain=7.46051 0.909747 0.930059 0.544409 0.398259 0.383331 0.259601 0.222789 0.241577 0.181501 0.179307 0.135285 0.132407 0.115616 0.113787 0.0889035 0.0623171 0.0651831 0.0347641 0.0154195
threshold=0.104035 0.13554500000000003 0.087245000000000003 0.081875000000000017 0.11844 -0.41863499999999992 0.089910000000000018 1.0000000180025095e-35 0.0060650000000000009 0.085880000000000012 0.024130000000000002 0.10803500000000001 0.10031500000000002 0.031740000000000011 0.093575000000000019 0.11212500000000002 0.0052200000000000015 0.087355000000000002 -0.07692499999999998 0.12212000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 6 -3 7 8 11 15 -8 14 -4 -9 -1 -2 17 -10 -13 -17
right_child=1 5 12 -5 -6 -7 10 13 16 -11 -12 18 -14 -15 -16 19 -18 -19 -20 -21
leaf_value=0.00090894021773602757 0.00048951009843768191 -6.5168128415180572e-05 0.00079107389271842749 0.00060366162799937182 0.00059033555959928357 0.00030106656263172106 0.00057625124700839676 0.0011293534985352973 0.00088192853156095609 0.00018435033300375812 0.00084613539495481454 0.00083837527380481165 0.00058219063873830618 0.00090932689479325502 0.00075215084036402179 0.00030393808782991539 0.00067943355903889472 0.00076982106741096631 0.00071341904113658467 0.00038549959024757703
leaf_weight=983 76 52 72 99 60 77 56 56 91 55 54 56 65 54 56 62 54 185 55 54
leaf_count=983 76 52 72 99 60 77 56 56 91 55 54 56 65 54 56 62 54 185 55 54
internal_value=0 0.000393319 0.000473904 0.000842965 0.000856406 0.000153164 0.000865776 0.000876596 0.00086579 0.000352667 0.00070906 0.00088861 0.000692226 0.00102166 0.000900523 0.0004007 0.000786158 0.000806912 0.000776777 0.00034221
internal_weight=0 513 384 1859 1760 129 1700 1590 1480 247 110 1150 137 110 1039 192 330 276 111 116
internal_count=2372 513 384 1859 1760 129 1700 1590 1480 247 110 1150 137 110 1039 192 330 276 111 116
is_linear=0
shrinkage=0.0032998


Tree=8921
num_leaves=25
num_cat=0
split_feature=1 3 3 4 14 4 1 41 52 4 403 1 51 1455 475 4 3 4 52 51 52 52 3 15
split_gain=7.49303 1.53153 0.83412 0.784698 0.558516 0.483967 0.462338 0.344887 0.290723 0.262825 0.292127 0.260045 0.213441 0.194647 0.143933 0.175114 0.18243 0.101582 0.123461 0.0879247 0.082058 0.0632144 0.147196 0.0570166
threshold=0.10915500000000002 -0.069254999999999997 -0.067094999999999988 0.27287000000000006 0.054835000000000009 0.30163500000000004 0.13279000000000005 0.076195000000000013 -0.037619999999999994 -0.084824999999999984 -0.093044999999999989 0.10335000000000001 0.084705000000000016 0.018650000000000003 -0.010194999999999997 0.10534500000000001 -0.015259999999999998 0.0051600000000000005 0.0029250000000000005 -0.085574999999999984 -1.0000000180025095e-35 0.0029250000000000005 -0.23746499999999995 0.084050000000000014
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 5 4 8 7 -2 -5 9 -3 10 -1 12 14 17 -4 16 -16 19 -19 -11 -18 22 -12 -23
right_child=1 3 11 6 -6 -7 -8 -9 -10 13 21 -13 -14 -15 15 -17 20 18 -20 -21 -22 23 -24 -25
leaf_value=0.0013190747374942503 0.00098575724131158104 0.00040142823899410489 0.00076161723314689201 0.00039960144671351576 0.0013416570609652962 0.00056083836089764675 3.3902276975701131e-05 0.00072788225434988415 0.00071163766531662752 0.0010786075925791187 0.001103583732303895 0.00064184136642213068 0.00071087086022048659 0.0011220700866186866 0.00086709170065030867 0.00078097687536969119 0.00098848152611148016 0.00081244770253429126 0.00099691773127387733 0.00096858092212867694 0.0011781621700699687 0.0011815830297325811 0.00085357757398055276 0.0010279936191311017
leaf_weight=52 65 80 57 65 52 54 90 53 57 95 54 64 73 98 70 53 52 99 71 789 56 53 53 67
leaf_count=52 65 80 57 65 52 54 90 53 57 95 54 64 73 98 70 53 52 99 71 789 56 53 53 67
internal_value=0 0.000477466 0.000967673 0.00034866 0.00100359 0.000793233 0.000187487 0.000991718 0.000530751 0.00100146 0.00109342 0.000837791 0.000872433 0.000979163 0.000913262 0.000950528 0.00100081 0.000965842 0.000889698 0.000980445 0.00108716 0.00104158 0.000980078 0.00109612
internal_weight=0 411 1961 292 1536 119 155 1484 137 1431 279 425 361 1152 288 231 178 1054 170 884 108 227 107 120
internal_count=2372 411 1961 292 1536 119 155 1484 137 1431 279 425 361 1152 288 231 178 1054 170 884 108 227 107 120
is_linear=0
shrinkage=0.0032998


Tree=8922
num_leaves=14
num_cat=0
split_feature=30 15 403 16 16 133 16 16 475 130 43 130 15
split_gain=0.13715 0.101668 0.0857374 0.0667138 0.129297 0.0895335 0.0866305 0.0665887 0.0647473 0.0583371 0.129933 0.123847 0.0317016
threshold=0.086065000000000016 -0.37478999999999996 -0.54045999999999983 -0.53299999999999992 -0.11777499999999998 -0.072364999999999985 -0.24235499999999996 -0.41574999999999995 -0.10344499999999998 0.0084900000000000028 -0.22778999999999996 0.089120000000000019 -0.031659999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 -5 12 -1 -6 10 -10 -11 -7
right_child=-2 2 3 4 8 6 -8 -9 9 11 -12 -13 -14
leaf_value=0.0029819608514933464 -0.0046913054487843098 0.010678102173281842 -0.00058657852044901942 0.013724286266984605 0.0091767833010481144 0.0056580095498838245 0.010298236533494043 -0.0042865791064783752 -0.0039308470057011118 0.01160344594420201 0.0034372321502802207 0.0034051875343861305 0
leaf_weight=75 54 56 86 56 59 61 80 68 71 75 1403 175 53
leaf_count=75 54 56 86 56 59 61 80 68 71 75 1403 175 53
internal_value=0 0.00387352 0.00415939 0.00398627 0.00418059 0.00777122 0.00604355 -0.000461844 0.00367613 0.00348684 0.00308111 0.00587185 0.00304205
internal_weight=0 2318 2175 2119 2033 250 194 143 1783 1724 1474 250 114
internal_count=2372 2318 2175 2119 2033 250 194 143 1783 1724 1474 250 114
is_linear=0
shrinkage=0.16829


Tree=8923
num_leaves=19
num_cat=0
split_feature=1 16 3 1 484 2 1 1456 51 2 2 2 43 12 2 12 16 12
split_gain=0.150278 0.118731 0.086913 0.0984825 0.0928393 0.103161 0.0867357 0.0815782 0.0808763 0.0761368 0.0677499 0.0888253 0.070927 0.0493167 0.147186 0.0429251 0.0392699 0.0314343
threshold=0.13554500000000003 -0.41863499999999992 -0.16048499999999996 0.10171500000000001 0.0038100000000000005 0.084245000000000014 0.10296000000000001 -0.082149999999999987 0.095260000000000011 -1.0000000180025095e-35 0.11144000000000001 0.12992500000000004 -0.076124999999999984 0.083825000000000024 0.084715000000000013 0.085135000000000002 -0.0048099999999999992 0.084760000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 7 -6 -1 -4 13 -5 12 -12 -11 14 -9 -15 17 -7
right_child=1 -3 3 9 5 16 -8 8 -10 10 11 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0031647121280907217 -0.0087364847765397744 0.0016579703204188023 0.010593219232860924 -0.0050555516002108144 -0.0059956240354489343 0.0027867027736852203 0.011649757093048638 0.012281896127995143 -0.0009020333418123549 2.444558749201294e-06 -0.0040288650991538973 0.0039343042215016777 0.0075945232313675325 0.00032215193672670257 0.0034151511909996596 0.0040857447527364813 0.005005515141385814 -0.002742043548655895
leaf_weight=68 52 77 54 57 52 66 70 81 92 62 95 68 81 95 156 1003 91 52
leaf_count=68 52 77 54 57 52 66 70 81 92 62 95 68 81 95 156 1003 91 52
internal_value=0 -0.00251812 0.00338106 0.00311137 0.00363703 0.00070218 0.00748174 0.00415303 0.00390807 0.000583835 0.00164018 -0.000695785 0.00431542 0.00424089 0.00645314 0.00376175 0.00237722 0.000335081
internal_weight=0 129 2243 2105 1742 261 138 1481 1427 363 306 163 143 1335 237 1098 209 118
internal_count=2372 129 2243 2105 1742 261 138 1481 1427 363 306 163 143 1335 237 1098 209 118
is_linear=0
shrinkage=0.16829


Tree=8924
num_leaves=27
num_cat=0
split_feature=1 3 1 3 52 15 16 49 16 51 16 50 3 52 3 160 15 15 15 151 12 52 133 51 1212 16
split_gain=4.38759 1.26836 0.405462 0.334329 0.283818 0.220441 0.200201 0.156256 0.142114 0.13708 0.134154 0.208442 0.179266 0.171151 0.164126 0.122572 0.115971 0.114068 0.100684 0.0949756 0.0785924 0.0577015 0.0446514 0.0294736 0.0281736 0.0172626
threshold=0.10141500000000002 -0.069254999999999997 0.14699000000000004 -0.072579999999999992 0.12314000000000001 -0.088709999999999983 0.022165000000000004 -0.014869999999999998 -0.013125 0.07955000000000001 -0.0081349999999999981 1.0000000180025095e-35 -0.097574999999999981 -0.0092149999999999992 -0.094404999999999975 -0.014774999999999998 -0.093124999999999986 -0.0053099999999999996 -0.070049999999999987 -0.033849999999999991 0.090465000000000004 -0.43163499999999994 0.09389500000000002 0.090100000000000013 0.091685000000000016 0.0023100000000000004
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=3 5 4 7 6 -2 18 8 -1 16 13 12 -12 15 -15 -9 -5 -18 19 -3 -19 -7 25 24 -16 -14
right_child=1 2 -4 9 -6 21 -8 10 -10 -11 11 -13 22 14 23 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00051308551016583442 0.00045852031486015587 0.00016137682717705154 1.9884948527522136e-05 0.00077958212880024447 0.00054856387661964142 0.00076560582688322198 0.00044310732468569379 0.00099343237926636683 0.00074079823134288016 0.00052055402441705551 0.00055757035762946615 0.00090350014073986519 0.00081616277809530959 0.00089554595126297429 0.00074512936143956705 0.00078447304455289127 0.00053244318581642687 0.00076321213347232129 0.00010856076178111581 0.00033811663841477191 0.00061592251391415958 0.00061957131365569568 0.00065312860172062255 0.00067530405604143532 0.00081575892869489429 0.00073320883613809426
leaf_weight=56 69 52 55 87 53 63 65 70 68 81 97 53 52 96 512 59 80 80 54 96 87 64 66 65 84 108
leaf_count=56 69 52 55 87 53 63 65 70 68 81 97 53 52 96 512 59 80 80 54 96 87 64 66 65 84 108
internal_value=0 0.0003949 0.00028229 0.000727017 0.000327281 0.000610174 0.000283224 0.000751771 0.000638244 0.000644258 0.000762898 0.000709692 0.000677782 0.000785437 0.000766186 0.000898135 0.000674153 0.000636875 0.000231602 0.000276257 0.000686691 0.000692291 0.000729221 0.000747345 0.000755143 0.000760389
internal_weight=0 571 375 1801 320 196 267 1386 124 415 1262 376 323 886 757 129 334 247 202 148 167 127 226 661 596 160
internal_count=2372 571 375 1801 320 196 267 1386 124 415 1262 376 323 886 757 129 334 247 202 148 167 127 226 661 596 160
is_linear=0
shrinkage=0.0032998


Tree=8925
num_leaves=22
num_cat=0
split_feature=1 49 14 1186 0 1 4 52 1 4 4 4 0 403 402 483 133 402 43 0 0
split_gain=0.151592 0.127921 0.0877045 0.0843317 0.0746946 0.110318 0.105615 0.068464 0.103137 0.0890763 0.0532334 0.185212 0.0666081 0.0714358 0.0608226 0.0569798 0.0550831 0.0420984 0.0293748 0.0557123 0.0183202
threshold=0.10322500000000003 -0.084604999999999986 0.062655000000000016 0.049580000000000006 0.024745000000000003 0.11249000000000002 0.080165000000000014 0.092650000000000024 0.14109500000000003 0.36766000000000004 -0.13833499999999996 -0.49432999999999994 -0.080914999999999987 -0.092059999999999989 0.039875000000000008 -0.070084999999999981 0.12560000000000002 -0.011954999999999999 0.0054600000000000004 -0.062694999999999987 -0.072364999999999985
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=2 -2 3 10 5 6 -3 8 9 -7 11 -1 13 16 18 -15 -12 -17 19 -14 -20
right_child=1 4 -4 -5 -6 7 -8 -9 -10 -11 12 -13 14 15 -16 17 -18 -19 20 -21 -22
leaf_value=0.0050285716503909771 -0.0071961292159293732 -0.0078423690007028823 0.0094294567580473203 0.0091711844269621642 -0.0037329212434890494 0.0066469828249145595 0.0023747395887919534 -0.0013023654894998198 0.011750998735930917 -0.00089569595729111981 -0.0040969922364969659 -0.0073970574895942517 0.0040344467800130538 0.0078632628933095645 0.0097587565938007451 0.0071418999336596992 0.0027806747629079819 0.0023438780869016428 0.0039139113208164905 0.0098652358128314879 -4.1553061608031373e-05
leaf_weight=82 58 53 68 66 74 97 62 58 52 81 76 58 290 65 63 56 58 771 68 56 63
leaf_count=82 58 53 68 66 74 97 62 58 52 81 76 58 290 65 63 56 58 771 68 56 63
internal_value=0 0.000262257 0.00348438 0.00325523 0.00117291 0.00207819 -0.00231839 0.00384001 0.0051446 0.00320455 0.0030253 -0.000106356 0.00330642 0.00250652 0.0048229 0.00305132 -0.00110668 0.00267095 0.00416723 0.00498335 0.00199795
internal_weight=0 535 1840 1772 477 403 115 288 230 178 1706 140 1566 1026 540 892 134 827 477 346 131
internal_count=2375 535 1840 1772 477 403 115 288 230 178 1706 140 1566 1026 540 892 134 827 477 346 131
is_linear=0
shrinkage=0.16829


Tree=8926
num_leaves=13
num_cat=0
split_feature=31 150 0 12 0 2 3 3 2 3 393 482
split_gain=0.121121 0.0684799 0.0612626 0.10479 0.0739061 0.0894963 0.155662 0.080805 0.0700838 0.0960683 0.0417496 0.034601
threshold=-0.019269999999999999 0.12314500000000002 0.12411500000000002 -0.10236499999999998 -0.14822499999999997 0.106035 0.081640000000000004 -0.008649999999999998 0.087210000000000024 0.085315000000000016 0.098330000000000015 0.098465000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 10 -9 -10 11 -6
right_child=1 -3 -4 4 7 -7 -8 8 9 -11 -12 -13
leaf_value=-0.0053584269817070996 0.0093601178021341033 -0.0034237611108531639 -0.0018482131054789214 0.014717590019098893 0.0026695839054987178 0.0010152058965620541 0.0027806759951777126 -0.0061611733863156494 -0.0047865656617141535 0.003732626999110276 0.0070003891318336656 -0.00099095871612461654
leaf_weight=57 67 54 83 59 1557 74 66 52 56 113 61 76
leaf_count=57 67 54 83 59 1557 74 66 52 56 113 61 76
internal_value=0 0.00248457 0.00262629 0.00279739 0.00258855 0.00568131 0.00842927 0.00226622 -0.000754036 0.000899068 0.00266131 0.00249812
internal_weight=0 2318 2264 2181 2114 199 125 1915 221 169 1694 1633
internal_count=2375 2318 2264 2181 2114 199 125 1915 221 169 1694 1633
is_linear=0
shrinkage=0.16829


Tree=8927
num_leaves=15
num_cat=0
split_feature=1 130 51 1210 403 13 13 151 158 52 16 13 130 13
split_gain=0.154602 0.0781053 0.0846237 0.0753101 0.0629376 0.12257 0.0558072 0.0531103 0.0542518 0.0617431 0.033288 0.0273611 0.0294133 0.00921005
threshold=0.14262000000000002 0.006490000000000001 0.12964000000000003 -0.08126499999999999 -0.085464999999999985 -0.084154999999999994 -0.011494999999999998 0.10365500000000001 -0.11929999999999998 -0.13370999999999997 -0.073774999999999993 0.00084500000000000016 0.097445000000000018 -0.0097099999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -3 8 -6 -10 13 -8 -13 -7
right_child=-2 6 -4 4 7 10 11 -9 9 -11 -12 12 -14 -15
leaf_value=0.0067104061202033121 -0.0050064549578713972 0.0091155927620854924 0.0066524315815202342 -0.0083439612077357683 -0.003319573167319912 0.0038548143702987489 0.0010547344245607009 -0.0034060152557637596 -0.00020881831848883667 0.0026144264635555876 -0.0020768454214670825 0.0081262198700506379 0.0030560530463731887 0.0008405608502955516
leaf_weight=77 88 65 97 53 54 66 84 55 267 1201 71 52 91 54
leaf_count=77 88 65 97 53 54 66 84 55 267 1201 71 52 91 54
internal_value=0 0.00217615 0.00179844 0.00154943 0.00133021 -0.00118066 0.00475057 0.00171984 0.00190626 0.00209971 0.000797655 0.00349275 0.00491231 0.00251337
internal_weight=0 2287 1995 1898 1821 244 292 1577 1522 1468 191 227 143 120
internal_count=2375 2287 1995 1898 1821 244 292 1577 1522 1468 191 227 143 120
is_linear=0
shrinkage=0.16829


Tree=8928
num_leaves=10
num_cat=0
split_feature=1 42 14 149 4 399 16 4 4
split_gain=0.106993 0.0961456 0.051346 0.0595911 0.0786137 0.0518092 0.052008 0.050165 0.0252553
threshold=0.14262000000000002 -0.14666499999999996 -0.073114999999999986 1.0000000180025095e-35 0.30163500000000004 0.091255000000000017 -0.36241499999999999 -0.49432999999999994 0.45363500000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -6
right_child=-2 2 3 -5 8 -7 7 -9 -10
leaf_value=0.0074042139968051651 -0.0041639196468086104 0.0056101305717555098 0.0054133970451525956 -0.0039772067368088315 -0.0044816723723718494 0.0068538851769729993 0.0050896481855366056 0.0012558318958996043 0.0003008922007237855
leaf_weight=84 88 87 101 56 74 57 103 1672 53
leaf_count=84 88 87 101 56 74 57 103 1672 53
internal_value=0 0.00181032 0.00159621 0.00143033 0.00157821 0.00184521 0.00169207 0.00147931 -0.00247165
internal_weight=0 2287 2203 2116 2060 1933 1876 1775 127
internal_count=2375 2287 2203 2116 2060 1933 1876 1775 127
is_linear=0
shrinkage=0.16829


Tree=8929
num_leaves=17
num_cat=0
split_feature=1 42 41 42 160 160 4 4 3 52 133 52 1 160 157 4
split_gain=0.0795889 0.0717535 0.0665567 0.170719 0.0472534 0.0696091 0.0602743 0.118998 0.0949378 0.0634634 0.0521232 0.0867825 0.0588716 0.0506982 0.0438667 0.0672798
threshold=0.14882500000000001 -0.14867499999999997 0.075585000000000013 0.089370000000000019 0.093500000000000014 0.11405000000000001 0.26790000000000008 0.50973500000000016 0.099930000000000005 -0.076839999999999978 -0.006494999999999999 -0.025904999999999994 0.088595000000000021 0.38291500000000006 -0.082134999999999986 -0.49432999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 9 8 -8 14 12 -12 -11 -7 -3 -16
right_child=-2 2 3 -5 5 13 7 -9 -10 10 11 -13 -14 -15 15 -17
leaf_value=0.0070774971273473595 -0.0051194406033064866 0.002939188962863402 0.012275166027411424 -0.00070744715034401051 0.0071827793835088352 -0.0028414721049087638 -0.010495553241051747 0.0031471168934565428 -0.00065868192064663645 0.0023975011939451995 0.0064403458010263755 0.00044760541313048805 0.0078561892167046555 0.0041969140651994061 0.0037033767408776821 -0.0024720784058642801
leaf_weight=63 53 80 53 62 86 55 55 75 57 385 75 795 66 61 60 294
leaf_count=63 53 80 53 62 86 55 55 75 57 385 75 795 66 61 60 294
internal_value=0 0.00146909 0.00131189 0.00526022 0.00109927 0.00355173 0.000843249 -0.00202549 -0.00550533 0.00114994 0.00173036 0.000966286 0.00320032 0.00084426 -0.000612581 -0.00142032
internal_weight=0 2322 2259 115 2144 202 1942 187 112 1755 1321 870 451 116 434 354
internal_count=2375 2322 2259 115 2144 202 1942 187 112 1755 1321 870 451 116 434 354
is_linear=0
shrinkage=0.16829


Tree=8930
num_leaves=23
num_cat=0
split_feature=2 12 41 3 2 0 15 12 52 15 42 1446 15 2 133 15 52 3 2 0 133 0
split_gain=3.60646 1.47289 0.748312 0.494166 0.406855 0.384927 0.361088 0.265041 0.225704 0.172808 0.161171 0.152908 0.145651 0.144487 0.174897 0.137655 0.199308 0.128909 0.0886119 0.0802311 0.0657409 0.0629229
threshold=0.12454500000000002 -0.011819999999999999 0.082095000000000015 0.091170000000000015 0.17000000000000001 -0.084114999999999981 -0.24269999999999997 0.090255000000000016 -1.0000000180025095e-35 -0.011389999999999999 -0.011764999999999999 0.088980000000000017 -0.072469999999999993 0.088820000000000024 0.082925000000000013 -0.074959999999999985 -0.070104999999999987 -0.11197999999999998 0.088555000000000009 -0.089704999999999993 0.11758500000000001 -0.07385499999999999
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 6 3 7 5 -2 -1 11 -5 15 -8 13 -7 19 -15 16 -9 -11 -17 -3 -19 -12
right_child=4 2 -4 8 -6 12 10 9 -10 17 21 -13 -14 14 -16 18 -18 20 -20 -21 -22 -23
leaf_value=0.00036710634111706484 0.00028872471355413654 0.0010043614770436774 0.00047488284979861064 0.00081992949370101882 0.00016462233618652733 0.000485980310099026 0.00081802201218277352 0.0010182335995101376 0.00057642686538524849 0.0010072765342611391 0.00067091523578513947 0.0011034562861660824 0.0007271871113099488 0.00075019504405069099 0.00093753749390159725 0.00060288412810816658 0.00077753776288416959 0.00082500235812028335 0.00078027164221265732 0.00092180448709782423 0.00092290786551660624 0.00050601871469166176
leaf_weight=62 68 192 52 91 57 57 52 54 79 87 55 55 55 109 115 56 134 215 76 490 130 52
leaf_count=62 68 192 52 91 57 57 52 54 79 87 55 55 55 109 115 56 134 215 76 490 130 52
internal_value=0 0.000837669 0.000866854 0.000877659 0.000408517 0.000485555 0.000581976 0.000894577 0.00070698 0.000847653 0.00066554 0.00093126 0.000604745 0.000920768 0.000846533 0.00078857 0.000846861 0.000891336 0.000705283 0.000945098 0.000861996 0.000591108
internal_weight=0 2156 1935 1883 237 180 221 1713 170 752 159 961 112 906 224 320 188 432 132 682 345 107
internal_count=2393 2156 1935 1883 237 180 221 1713 170 752 159 961 112 906 224 320 188 432 132 682 345 107
is_linear=0
shrinkage=0.0032998


Tree=8931
num_leaves=16
num_cat=0
split_feature=41 403 42 399 13 43 43 9 12 376 1 402 52 13 2
split_gain=0.173115 0.0731014 0.0864966 0.0881264 0.056296 0.1167 0.131087 0.0660419 0.0753778 0.0943844 0.0488586 0.0436767 0.0410276 0.0182373 0.0262953
threshold=0.083525000000000016 -0.092894999999999991 0.11902500000000001 0.09141500000000001 -0.089024999999999979 0.11098500000000001 0.0047850000000000011 -1.0000000180025095e-35 0.08598500000000002 0.080200000000000007 0.12835000000000002 0.084925000000000014 0.093245000000000008 -0.050754999999999995 0.084360000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 6 10 -6 9 -9 -3 -10 13 -1 -15
right_child=-2 2 -4 -5 7 -7 -8 8 11 -11 -12 -13 -14 14 -16
leaf_value=0.0010711978469170437 -0.0064495137376675785 0.0014919167853547194 -0.0044330309141283721 -0.0050743846269938235 -0.0035304751777858372 0.0066352176382208682 -0.0091731214827770139 0.0044355914797615265 0.0018432131062181057 -0.0029577138795026667 -0.0041914010566566811 -0.0019529996269529598 0.0084010099368064944 0.0074236472419905494 0.0025999778136280394
leaf_weight=72 75 182 69 54 54 60 52 593 780 53 56 96 57 52 88
leaf_count=72 75 182 69 54 54 60 52 593 780 53 56 96 57 52 88
internal_value=0 0.00176098 0.00141726 0.00162204 0.00181072 -0.000115092 -0.0015179 0.00223955 0.00244545 0.00382624 0.000147117 0.00142514 0.0043725 0.00328088 0.00440446
internal_weight=0 2318 2049 1980 1926 350 290 1576 1522 646 238 876 269 212 140
internal_count=2393 2318 2049 1980 1926 350 290 1576 1522 646 238 876 269 212 140
is_linear=0
shrinkage=0.16829


Tree=8932
num_leaves=14
num_cat=0
split_feature=41 2 13 0 49 149 147 484 474 483 0 483 403
split_gain=0.119777 0.057247 0.0797143 0.0688428 0.0850797 0.051193 0.0579729 0.0645782 0.041774 0.041255 0.0511816 0.0407115 0.0401761
threshold=0.083525000000000016 0.12708000000000003 0.26171000000000005 -0.11471499999999998 0.0060900000000000008 1.0000000180025095e-35 0.087210000000000024 0.079595000000000013 0.085860000000000006 0.049115000000000006 -0.089704999999999993 0.08981500000000002 -0.54045999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 7 9 11 12 -11 -9 -1
right_child=-2 3 -4 4 -6 -7 -8 8 -10 10 -12 -13 -14
leaf_value=0.0055732109026893828 -0.005364126460185842 0.0041280678891661314 0.0080601471625014603 -0.0058730376183699874 0.0021964459767920175 0.0067812573584328604 -0.0030975716353706219 0.0068810946211302878 0.00013214567089725246 0.0081227049393358258 0.0014703535372985416 0.0014510330593665091 0.0008066267952670515
leaf_weight=52 75 52 55 101 58 52 77 137 58 53 88 56 1479
leaf_count=52 75 52 55 101 58 52 77 137 58 53 88 56 1479
internal_value=0 0.00146463 0.00172963 -0.00117313 -0.00291815 0.00155908 0.0014224 0.00160432 0.0041244 0.00122494 0.00398362 0.00531484 0.000969696
internal_weight=0 2318 2107 211 159 2052 2000 1923 251 1672 141 193 1531
internal_count=2393 2318 2107 211 159 2052 2000 1923 251 1672 141 193 1531
is_linear=0
shrinkage=0.16829


Tree=8933
num_leaves=13
num_cat=0
split_feature=15 48 447 123 48 1447 15 160 12 15 0 1447
split_gain=2.63342 1.01117 0.805905 0.46294 0.195232 0.194321 0.152332 0.14111 0.204348 0.0947082 0.155108 0.0758934
threshold=-0.25061999999999995 0.11951500000000001 0.089095000000000021 1.0000000180025095e-35 0.093265000000000015 -0.082869999999999985 -0.14068999999999995 -0.067104999999999984 -0.042789999999999988 -0.13662499999999997 -0.10653 -0.085949999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 11 -6 -1 -9 -7 -11 -2
right_child=1 -3 -4 -5 6 9 -8 8 -10 10 -12 -13
leaf_value=0.00036665733217180162 0.00075088009443343145 0.00029950004498953436 0.00029766862144587437 0.00045355120578732447 0.00071072017458033464 0.00082403452800600358 0.00049635131942861455 6.1771611467263909e-05 0.00033042972003895856 0.00059094906726438168 0.00069350058221637992 0.00092009582413189197
leaf_weight=75 74 87 64 99 58 55 102 68 57 187 1414 53
leaf_count=75 74 87 64 99 58 55 102 68 57 187 1414 53
internal_value=0 0.000648858 0.000663273 0.000674715 0.000685965 0.000695968 0.00057428 0.000253024 0.000184562 0.000686298 0.000681544 0.000821775
internal_weight=0 2193 2106 2042 1943 1783 160 200 125 1656 1601 127
internal_count=2393 2193 2106 2042 1943 1783 160 200 125 1656 1601 127
is_linear=0
shrinkage=0.0032998


Tree=8934
num_leaves=19
num_cat=0
split_feature=4 3 12 3 4 42 14 0 2 13 43 48 14 16 160 0 13 16
split_gain=5.78084 1.61266 0.971239 0.713397 0.421527 0.373786 0.300623 0.617426 0.248609 0.239316 0.214942 0.179514 0.174281 0.322712 0.170551 0.0821098 0.081126 0.0492666
threshold=0.30163500000000004 0.20828500000000003 -0.011819999999999999 0.13772500000000001 0.0082450000000000006 -0.0043149999999999994 0.019675000000000002 -0.11073999999999999 0.098895000000000011 -0.026084999999999997 0.0015250000000000001 0.093265000000000015 -1.0000000180025095e-35 -0.50884499999999988 -0.087004999999999985 -0.11208499999999998 0.0083850000000000018 0.41593000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 6 -1 7 -4 11 -7 14 -9 -2 -14 -6 -16 -10 -17
right_child=3 -3 4 -5 10 9 -8 8 16 -11 -12 -13 13 -15 15 17 -18 -19
leaf_value=0.00085380875749194499 0.00059646213735171829 0.00031181196709104949 0.00057993396148310855 4.1756281296110026e-05 0.0010051972256784902 0.00069795328506174815 0.0011619624758239929 0.00095907504205766821 0.00088541027706061045 0.00039222992682788388 0.00063150376110279586 0.00080092003247098358 0.00051982258673588467 0.00020372645917364346 0.00090789369938925756 0.0006967920077336733 0.00075816824076635448 0.00082753203171989892
leaf_weight=61 59 56 58 63 54 52 57 1137 132 62 72 87 81 63 52 85 104 58
leaf_count=61 59 56 58 63 54 52 57 1137 132 62 72 87 81 63 52 85 104 58
internal_value=0 0.000865337 0.000880288 0.000349128 0.000902044 0.000644369 0.000924391 0.000915447 0.000928752 0.000531992 0.000792288 0.000947862 0.000444345 0.000381775 0.000838639 0.000792334 0.000829487 0.000750066
internal_weight=0 2127 2071 266 1896 175 1575 1518 1460 114 321 1224 203 144 249 195 236 143
internal_count=2393 2127 2071 266 1896 175 1575 1518 1460 114 321 1224 203 144 249 195 236 143
is_linear=0
shrinkage=0.0032998


Tree=8935
num_leaves=14
num_cat=0
split_feature=14 4 2 11 399 52 4 1447 3 133 1429 43 15
split_gain=0.0960295 0.16139 0.0769523 0.0763113 0.0689194 0.0683974 0.11973 0.0932893 0.127272 0.089465 0.0875702 0.0665184 0.0489201
threshold=-0.10708499999999999 0.50657000000000008 0.14234000000000005 0.086080000000000018 0.09141500000000001 -0.011144999999999997 0.029980000000000003 -0.084094999999999989 -0.14162499999999997 0.090665000000000009 0.052280000000000007 -0.079329999999999984 -0.072904999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 -7 -9 10 -2 -10 -4
right_child=2 -3 12 -5 -6 7 -8 8 11 -11 -12 -13 -14
leaf_value=0.014081122615959405 0.00268424607741659 0.0010790930805496272 0.0015331023366069389 -0.0024134271092707401 -0.0029947820519593419 -0.0018845752469129414 -0.0038428332957029633 0.011157493726695894 0.0058205520729793948 0.0073917532884685104 -0.0025472568614953164 0.0027604909458920574 -0.0055203205453061123
leaf_weight=52 410 57 53 89 60 84 103 65 265 86 116 859 58
leaf_count=52 410 57 53 89 60 84 103 65 265 86 116 859 58
internal_value=0 0.00729838 0.00217543 0.00240023 0.0026103 0.00278037 0.00145894 0.00352116 0.00390457 0.00235417 0.00152712 0.00348355 -0.00213628
internal_weight=0 109 2248 2137 2048 1988 715 1273 1189 612 526 1124 111
internal_count=2357 109 2248 2137 2048 1988 715 1273 1189 612 526 1124 111
is_linear=0
shrinkage=0.16829


Tree=8936
num_leaves=10
num_cat=0
split_feature=1348 0 1428 0 14 51 3 1456 0
split_gain=0.0840141 0.0783159 0.0727289 0.0939285 0.0976103 0.104727 0.121758 0.108406 0.11229
threshold=0.084370000000000014 -0.23091999999999999 0.08653000000000001 0.12474500000000001 -0.10708499999999999 0.105285 -0.052614999999999995 -0.14739999999999998 -0.13314999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6 -9
right_child=-2 2 -4 -5 5 6 -8 8 -10
leaf_value=0.0085647239216957438 -0.0046066187168064352 0.0074851236366502609 0.007848522861975106 -0.0040765756840036244 -0.0053289711114189158 0.0011814052128814323 -0.0085701925002201248 -0.0012234872158723611 0.0028664968520355945
leaf_weight=53 53 90 59 73 53 99 57 215 1605
leaf_count=53 53 90 59 73 53 99 57 215 1605
internal_value=0 0.00216005 0.00200846 0.00185045 0.00205548 0.00181375 -0.00237016 0.00216319 0.00238235
internal_weight=0 2304 2251 2192 2119 2029 156 1873 1820
internal_count=2357 2304 2251 2192 2119 2029 156 1873 1820
is_linear=0
shrinkage=0.16829


Tree=8937
num_leaves=24
num_cat=0
split_feature=4 3 376 3 43 14 3 52 4 16 16 4 16 15 16 4 16 50 15 51 1213 4 1213
split_gain=5.60271 2.50177 0.756432 0.687587 0.478011 0.354506 0.311107 0.270238 0.258278 0.248948 0.139791 0.123426 0.108116 0.09588 0.0894341 0.0843193 0.0829441 0.0596846 0.0433497 0.0343018 0.0339331 0.0389109 0.0377131
threshold=0.30163500000000004 -0.049204999999999992 0.083785000000000012 0.11372500000000001 -0.033174999999999989 0.076175000000000007 -0.097574999999999981 -0.14715499999999998 0.020345000000000005 -0.076944999999999986 0.0031900000000000006 0.59999500000000017 -0.13644999999999999 -0.45726999999999995 -0.51433499999999988 -1.0000000180025095e-35 -0.08595499999999999 0.10861000000000003 -0.012074999999999997 -0.43443999999999999 0.030935000000000004 -0.0023899999999999993 0.104315
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=1 5 3 4 -3 6 7 -1 17 -9 -11 13 -10 -2 -15 -6 -17 20 -19 -14 21 -8 -22
right_child=11 2 -4 -5 15 -7 8 9 12 10 -12 -13 19 14 -16 16 -18 18 -20 -21 22 -23 -24
leaf_value=0.0012991195541170967 0.00081536364759575094 0.00091439302390936906 0.00066122261272165233 0.00080095813811557632 0.0011357122652618707 0.0015284019894440776 0.0012781799909876497 0.0012444138223340841 0.0012591994078914126 0.0008444437856148521 0.0010824930108430649 0.00051952540715966651 0.0011610397096730543 0.00073451470474415303 0.00055213340096197825 0.0011794231943318423 0.0013748668848803662 0.001275560453838343 0.0011499399323774903 0.0010380628593618831 0.0013988146382354471 0.0013577350649350754 0.0012915435050800954
leaf_weight=81 58 87 69 100 96 52 760 57 72 52 61 54 53 65 58 52 52 79 64 68 84 91 92
leaf_count=81 58 87 69 100 96 52 760 57 72 52 61 54 53 65 58 52 52 79 64 68 84 91 92
internal_value=0 0.00119784 0.000980921 0.00103783 0.00112024 0.00125719 0.00124843 0.00114028 0.00126832 0.00106438 0.00097326 0.000660504 0.0011547 0.000702369 0.0006488 0.00120961 0.00127748 0.00128704 0.00121959 0.00109222 0.0012964 0.00128673 0.00134294
internal_weight=0 2122 456 387 287 1666 1614 251 1363 170 113 235 193 181 123 200 104 1170 143 121 1027 851 176
internal_count=2357 2122 456 387 287 1666 1614 251 1363 170 113 235 193 181 123 200 104 1170 143 121 1027 851 176
is_linear=0
shrinkage=0.0032998


Tree=8938
num_leaves=23
num_cat=0
split_feature=2 15 40 2 52 2 52 15 133 15 51 51 15 47 159 15 43 15 43 15 15 43
split_gain=3.07585 1.60939 0.680672 0.619344 0.298168 0.287708 0.276154 0.246131 0.183911 0.139462 0.0961975 0.112604 0.219955 0.107716 0.0929743 0.08865 0.0827113 0.114122 0.0765398 0.0661235 0.0638674 0.0454005
threshold=0.12454500000000002 -0.41971499999999995 -0.03549999999999999 0.099675000000000014 -0.44579999999999992 0.15630500000000003 0.026115000000000003 -0.14068999999999995 0.084675000000000014 0.029300000000000003 0.084400000000000017 -0.090859999999999982 -0.045404999999999994 0.10323000000000002 0.0055900000000000004 -0.083359999999999976 0.043850000000000007 0.084050000000000014 -1.0000000180025095e-35 -0.037184999999999996 0.076335000000000014 0.091510000000000022
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 -1 8 9 -5 7 15 -2 -3 10 11 12 -4 -13 16 -6 17 -11 -12 -17 -8 -18
right_child=5 2 3 4 6 -7 20 -9 -10 14 18 13 -14 -15 -16 19 21 -19 -20 -21 -22 -23
leaf_value=0.00052479214738739433 0.00049640962862100308 0.00089564447784641415 0.0010673448470627741 0.0010517297362825967 0.00064358753658421157 0.00040624642880357633 0.00089181908828741782 0.00076200902611434508 0.00065056463722531035 0.0012137276679583628 0.001005371588120627 0.0010737989434921338 0.00080227687433602056 0.00092080166280798022 0.0012163169200188389 0.0008958434740238433 0.00092596349431868573 0.0010676221767155802 0.00082826955673719906 0.00072616973454419352 0.0010510622787586338 0.0010589825302389805
leaf_weight=81 63 69 76 103 56 71 68 100 68 70 61 421 65 61 53 53 68 527 54 55 54 60
leaf_count=81 63 69 76 103 56 71 68 100 68 70 61 421 65 61 53 53 68 527 54 55 54 60
internal_value=0 0.00098188 0.000999994 0.00101621 0.000898111 0.000582858 0.000842664 0.00065957 0.000774256 0.00104649 0.00101319 0.00102987 0.0009454 0.00105451 0.00107803 0.000753234 0.00106787 0.00108481 0.000922517 0.000809762 0.000962593 0.000988591
internal_weight=0 2123 2042 1905 389 234 286 163 137 1516 738 623 141 482 778 164 725 597 115 108 122 128
internal_count=2357 2123 2042 1905 389 234 286 163 137 1516 738 623 141 482 778 164 725 597 115 108 122 128
is_linear=0
shrinkage=0.0032998


Tree=8939
num_leaves=13
num_cat=0
split_feature=40 34 3 133 1456 3 42 376 1375 399 1212 3
split_gain=0.0771301 0.0600461 0.0589152 0.158136 0.0804792 0.0611208 0.0657951 0.0535475 0.0450042 0.0412641 0.0377373 0.035924
threshold=-0.08440499999999998 -0.06920999999999998 -0.10077999999999999 -0.0044049999999999992 -0.14739999999999998 -0.23303499999999996 0.077855000000000021 0.081970000000000015 -0.082349999999999993 0.086815000000000017 0.11930500000000001 -0.12077499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5 11 8 -6 10 -10 -7
right_child=1 2 4 5 7 6 -8 -9 9 -11 -12 -13
leaf_value=-0.0014687799196555931 0.0091322510069042472 -0.0066851723721206985 -0.0020658377332031402 0.0068689942968769456 -0.00020533712886890637 -0.0040532295598223475 0.005506640356242337 -0.00085529812205024805 0.0043266788212497518 0.00095856778899673547 0.0086960901057830109 0.0019413513055431988
leaf_weight=91 53 58 65 81 65 59 66 63 1542 101 59 54
leaf_count=91 53 58 65 81 65 59 66 63 1542 101 59 54
internal_value=0 0.00351443 0.00337907 0.00125088 0.00373526 0.00302814 0.00128006 0.00394229 0.00411436 0.00428039 0.00448882 -0.00117266
internal_weight=0 2266 2213 318 1895 260 179 1830 1767 1702 1601 113
internal_count=2357 2266 2213 318 1895 260 179 1830 1767 1702 1601 113
is_linear=0
shrinkage=0.16829


Tree=8940
num_leaves=14
num_cat=0
split_feature=3 41 1455 475 16 157 2 51 13 1 16 3 52
split_gain=0.141794 0.0858584 0.0865558 0.064423 0.0780377 0.0948995 0.0858028 0.0911132 0.0776995 0.0748973 0.0681899 0.0413577 0.0331064
threshold=0.31534000000000006 0.082735000000000017 -0.070999999999999994 0.027870000000000002 -0.0093349999999999978 -0.080299999999999996 0.10124000000000001 -0.06512999999999998 -0.061199999999999991 0.086665000000000006 -0.016079999999999994 -0.14443999999999999 -0.067394999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 8 9 -8 -6 -7 11 -4 -13
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11 -12 12 -14
leaf_value=0.008668992227255895 -0.0044904093113794473 0.0087623357363432897 0.0073761431431386042 0.0079539074207009321 0.00079174941539274918 0.0057301363462939599 0.0021279882857447238 -0.004879494802462833 -0.0074013571926213719 0.00080009253741635021 0.0075794310468517605 0.0060285019682187338 0.002585170719885896
leaf_weight=74 70 76 60 67 73 216 143 83 59 148 102 86 1134
leaf_count=74 70 76 60 67 73 216 143 83 59 148 102 86 1134
internal_value=0 0.00318698 0.00299744 0.00280329 0.00263842 0.00121654 0.00213089 -0.000437607 -0.00285671 0.00373055 0.00337995 0.0030439 0.00282937
internal_weight=0 2321 2245 2171 2104 722 590 226 132 364 1382 1280 1220
internal_count=2391 2321 2245 2171 2104 722 590 226 132 364 1382 1280 1220
is_linear=0
shrinkage=0.16829


Tree=8941
num_leaves=20
num_cat=0
split_feature=1 1 39 4 1 1 12 13 47 13 160 1 49 1 12 4 49 130 13
split_gain=4.13613 0.560971 0.539238 0.412034 0.347774 0.283218 0.281086 0.234798 0.170189 0.127904 0.122601 0.120486 0.108173 0.132831 0.101978 0.101915 0.0981877 0.0528626 0.0141016
threshold=0.10915500000000002 0.12337000000000002 0.081875000000000017 -0.42305999999999994 0.092655000000000015 0.104035 0.088335000000000011 0.056910000000000009 0.085505000000000012 -0.15569499999999997 -0.43697499999999995 0.097950000000000023 -0.0058449999999999986 0.085425000000000015 -0.036614999999999988 -0.091674999999999993 -0.0086549999999999978 0.087100000000000025 0.15578000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 11 -4 7 16 10 9 -3 -5 -1 13 -12 -11 -14 -2 18 -9
right_child=1 8 4 5 -6 -7 -8 17 -10 14 12 -13 15 -15 -16 -17 -18 -19 -20
leaf_value=0.00092024659909282385 0.00037365412715985384 0.00042312378206925297 0.00081698388644998792 0.00095259164791662012 0.00047053485636135091 0.00058921781836590202 0.00073823064779584776 0.00062622776947999115 0.00050475498680510697 0.00012892990467320626 0.00081571162881592619 0.0011252909801999006 0.00070104059859664501 0.00063523100579339321 0.00032867683474127965 0.00085180570352270024 0.00056320583684001775 0.00079250937819524622 0.000709776213137559
leaf_weight=76 52 54 54 102 78 58 79 59 54 58 158 58 54 65 55 1085 75 61 56
leaf_count=76 52 54 54 102 78 58 79 59 54 58 158 58 54 65 55 1085 75 61 56
internal_value=0 0.000458695 0.000817241 0.000831972 0.000612531 0.00081796 0.000582821 0.000826029 0.000342834 0.000290265 0.000839852 0.00100926 0.000831383 0.000763263 0.000226464 0.000844689 0.000485872 0.000710843 0.000667219
internal_weight=0 427 1964 1832 132 1698 206 1640 221 167 1464 134 1362 223 113 1139 127 176 115
internal_count=2391 427 1964 1832 132 1698 206 1640 221 167 1464 134 1362 223 113 1139 127 176 115
is_linear=0
shrinkage=0.0032998


Tree=8942
num_leaves=11
num_cat=0
split_feature=3 474 474 474 1456 14 123 13 147 15
split_gain=0.111449 0.0710553 0.0850728 0.0812671 0.0690014 0.0675497 0.067111 0.107754 0.075955 0.0320071
threshold=0.31343500000000007 0.089265000000000011 0.085070000000000021 0.081755000000000008 -0.15024999999999997 0.057600000000000005 0.083715000000000026 -0.009329999999999998 0.087070000000000022 -0.048699999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -6 -3
right_child=-2 9 -4 -5 5 -7 7 -9 -10 -11
leaf_value=0.0090611542404971344 -0.0028950608740083927 0.0044300973240083488 -0.0021304461202013825 0.0096271403577698946 0.0031413443687713298 -0.0025603929175640021 0.0027432375189997775 -0.0065129693517713859 0.008667792554473407 0.0093392962199105069
leaf_weight=53 86 82 87 55 1654 62 113 52 74 73
leaf_count=53 86 82 87 55 1654 62 113 52 74 73
internal_value=0 0.00326446 0.00301207 0.00322981 0.00305369 0.00288991 0.00306937 -0.000162982 0.00337905 0.00675376
internal_weight=0 2305 2150 2063 2008 1955 1893 165 1728 155
internal_count=2391 2305 2150 2063 2008 1955 1893 165 1728 155
is_linear=0
shrinkage=0.16829


Tree=8943
num_leaves=19
num_cat=0
split_feature=4 12 2 2 42 2 12 12 13 12 4 4 2 49 12 43 4 2
split_gain=5.25539 2.53604 1.63143 0.462756 0.318659 0.314685 0.282176 0.281545 0.272829 0.157532 0.151526 0.164846 0.116394 0.111891 0.0972734 0.0773569 0.0463514 0.0227258
threshold=0.30163500000000004 -0.041134999999999991 0.13290500000000002 0.13752500000000004 -0.0043149999999999994 0.10272000000000002 0.087545000000000026 -0.08947999999999999 -0.13033499999999998 0.092495000000000008 -0.17689999999999997 -0.090609999999999982 1.0000000180025095e-35 0.099620000000000014 0.097145000000000023 -0.25180499999999995 -0.041264999999999989 0.11715500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 12 -1 8 -7 -6 -3 10 -10 -12 -2 14 -8 -11 -17 -14
right_child=3 2 -4 -5 7 6 13 -9 9 15 11 -13 17 -15 -16 16 -18 -19
leaf_value=0.00060915180637314485 0.00023581256458110085 0.0010458061514654062 0.00026946919818846829 2.8747130909928996e-05 0.00044488811441029244 0.00055854503544181325 0.00091257862957518196 0.000143289558149309 0.0010065540370328594 0.00064613137743800076 0.00065115859072971383 0.00084139976247094603 0.00045995741335373263 0.00064349104808399647 0.00074672476645836643 0.00081830932021404194 0.00073775298612597194 0.00036137385262224907
leaf_weight=54 70 62 63 71 75 92 74 62 59 56 54 993 54 53 90 193 156 60
leaf_count=54 70 62 63 71 75 92 74 62 59 56 54 993 54 53 90 193 156 60
internal_value=0 0.000756998 0.000792646 0.000255583 0.000393797 0.000810141 0.000713051 0.000308655 0.000829191 0.000820279 0.000840985 0.000831622 0.000342921 0.000778394 0.000821776 0.000763647 0.000782402 0.00040838
internal_weight=0 2136 1945 255 191 1882 309 137 1573 1511 1106 1047 184 217 164 405 349 114
internal_count=2391 2136 1945 255 191 1882 309 137 1573 1511 1106 1047 184 217 164 405 349 114
is_linear=0
shrinkage=0.0032998


Tree=8944
num_leaves=14
num_cat=0
split_feature=0 11 34 52 13 0 160 1 1 402 1213 160 42
split_gain=0.126462 0.0965215 0.0975202 0.0562696 0.052771 0.0458939 0.092615 0.086883 0.0604252 0.0526847 0.0846486 0.0449827 0.0134769
threshold=0.14486500000000005 0.079915000000000014 -0.072169999999999984 0.51625500000000002 0.085880000000000012 -0.061994999999999995 -0.076214999999999991 0.089710000000000026 0.11859500000000002 0.11232500000000002 -0.112105 -0.52641999999999989 0.079170000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 9 -7 12 -9 10 -4 -12 -8
right_child=-2 4 3 -5 -6 6 7 8 -10 -11 11 -13 -14
leaf_value=-0.0032918938131299182 -0.0051290504793302348 0.010662648112151481 -0.0033615778476020885 0.0077767582448451077 0.0042067085654810682 -0.0047811808092090126 0.0080263104642178743 -0.004733477211276798 0.0027726342464421691 0.007333751495067843 0.0080875850369388994 0.0031677869157672794 0.0041226647148366385
leaf_weight=68 52 73 55 73 73 61 54 53 71 89 55 1562 52
leaf_count=68 52 73 55 73 73 61 54 53 71 89 55 1562 52
internal_value=0 0.00324897 0.00296867 0.00316985 0.00744698 0.00300509 0.00103825 0.00258947 -0.000421135 0.00332908 0.00311484 0.00333624 0.00612826
internal_weight=0 2339 2193 2125 146 2052 291 230 124 1761 1672 1617 106
internal_count=2391 2339 2193 2125 146 2052 291 230 124 1761 1672 1617 106
is_linear=0
shrinkage=0.16829


Tree=8945
num_leaves=29
num_cat=0
split_feature=1 1 150 1 0 0 12 13 12 15 16 49 0 15 52 13 159 160 0 403 160 160 43 15 15 15 43 16
split_gain=8.59204 1.33472 1.1348 1.06703 0.529656 0.516873 0.440486 0.458005 0.369716 0.267333 0.227362 0.196414 0.194474 0.176681 0.176052 0.170536 0.126313 0.117513 0.10265 0.09422 0.0825741 0.0746769 0.0698131 0.0465197 0.0350831 0.0249125 0.0237806 0.0128251
threshold=0.111945 0.088595000000000021 0.082965000000000025 0.12337000000000002 -0.11912999999999999 -0.14097999999999997 0.08536500000000001 -1.0000000180025095e-35 0.088845000000000021 -0.26826999999999995 -0.41574999999999995 0.082865000000000008 -0.079309999999999978 -0.085499999999999979 0.096795000000000006 -0.072559999999999986 0.081925000000000012 -1.0000000180025095e-35 -0.066849999999999979 -0.00043499999999999995 -0.081539999999999987 -0.42929999999999996 0.00037500000000000006 -0.029334999999999996 0.101705 -0.090909999999999977 -0.014584999999999999 0.070130000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 -2 -1 7 -3 14 10 -5 18 26 -4 16 -11 20 -13 23 -14 -7 -16 -22 -10 -25 -19 -8 -21
right_child=3 2 13 9 -6 8 12 -9 11 15 -12 17 19 -15 21 -17 -18 25 -20 27 22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0012634376948123362 0.00039909810048326116 0.00052495975028850664 0.00042407306072963862 0.00031744011889031648 0.00081006079818222684 0.00097743214629689374 0.0010536094298654779 0.00092784531913881461 0.00092849622205848381 0.00027309338804845862 2.4451071828241519e-05 0.00073697531425650088 0.00081059929873552629 0.00067903501242808475 0.0010285051441774726 0.00053196163702893011 0.0011961460697988214 0.00097636398631347106 0.0008970765628430453 0.00093783369947385818 0.0011064219982536987 0.00084548225375540465 0.00098822011446858733 0.0010645317259364055 0.00096363102357717738 0.00087238036075566099 0.0011644551745972128 0.0010253834236674535
leaf_weight=100 55 53 58 64 92 101 58 75 53 53 53 58 56 63 53 60 102 58 96 54 356 52 72 208 57 67 52 55
leaf_count=100 55 53 58 64 92 101 58 75 53 53 53 58 56 63 53 60 102 58 96 54 356 52 72 208 57 67 52 55
internal_value=0 0.000980962 0.000838096 0.000436753 0.000656539 0.00103318 0.000922373 0.000761301 0.00101588 0.000296128 0.00018502 0.000954294 0.000997217 0.000557113 0.00106578 0.000410857 0.00108696 0.000862807 0.00099465 0.000924261 0.00106584 0.000938201 0.00108662 0.00102399 0.00104296 0.000920911 0.00110633 0.000982333
internal_weight=0 1957 524 377 147 1433 403 128 1333 230 117 597 275 121 736 113 631 183 414 165 529 105 428 318 265 125 110 109
internal_count=2334 1957 524 377 147 1433 403 128 1333 230 117 597 275 121 736 113 631 183 414 165 529 105 428 318 265 125 110 109
is_linear=0
shrinkage=0.0032998


Tree=8946
num_leaves=27
num_cat=0
split_feature=2 12 30 3 3 2 12 49 2 12 160 2 0 11 12 49 2 52 402 3 13 2 158 0 12 13
split_gain=4.03162 2.10462 0.570224 0.512923 0.508378 0.398096 0.310156 0.266422 0.216838 0.184561 0.153755 0.152998 0.231699 0.140071 0.102712 0.084454 0.0612641 0.0821709 0.0797255 0.0962689 0.057426 0.0526478 0.0434591 0.0423881 0.0310979 0.00891985
threshold=0.13290500000000002 0.054520000000000006 0.086065000000000016 0.11745500000000002 -0.0035149999999999995 0.17000000000000001 0.091545000000000015 -0.016709999999999999 0.10000000000000002 -1.0000000180025095e-35 0.025410000000000002 0.086915000000000006 -0.061994999999999995 1.0000000180025095e-35 0.083425000000000013 0.09721500000000001 0.091205000000000008 0.0052050000000000004 0.012085000000000002 -0.086114999999999983 -0.066209999999999991 0.095120000000000024 0.080150000000000013 -0.091674999999999993 0.09697500000000002 -0.0090849999999999976
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 2 3 4 8 9 13 -6 -1 -2 11 12 20 14 -3 21 18 -18 22 -20 -8 25 -16 -9 -23 -13
right_child=5 6 -4 -5 7 -7 10 23 -10 -11 -12 15 -14 -15 16 -17 17 -19 19 -21 -22 24 -24 -25 -26 -27
leaf_value=0.0007574601796481946 0.00033112455114211081 0.00081511728738024273 0.00035232398644197518 0.00049827176054905147 0.00072707670903027286 0.00013830010206601872 0.00091861117671150681 0.0010607282198826233 0.00050527948475355617 0.00057984176581644573 0.0010128461938808655 0.0010193108190563141 0.00059829686481908885 0.001104202490031224 0.00094871641580974195 0.00080097180121013745 0.00079881359465976923 0.00098291934692498837 0.0011585797466698057 0.00097397196646124991 0.00079366330328223126 0.00095089771346549233 0.0010429412800766328 0.00092378845483445909 0.00085517115328514483 0.00094270030609126657
leaf_weight=81 59 56 52 90 63 56 77 61 71 75 82 61 54 79 520 81 57 56 57 78 102 68 69 53 123 53
leaf_count=81 59 56 52 90 63 56 77 61 71 75 82 61 54 79 520 81 57 56 57 78 102 68 69 53 123 53
internal_value=0 0.000874697 0.000679569 0.000720097 0.000780672 0.000372841 0.00092961 0.000901364 0.000639897 0.000470595 0.000876172 0.00085801 0.000789979 0.000968113 0.000956034 0.000898984 0.00096542 0.000890364 0.000977086 0.00105218 0.000847609 0.000924898 0.000959814 0.000997372 0.000889436 0.000984003
internal_weight=0 2144 471 419 329 190 1673 177 152 134 701 619 233 972 893 386 837 113 724 135 179 305 589 114 191 114
internal_count=2334 2144 471 419 329 190 1673 177 152 134 701 619 233 972 893 386 837 113 724 135 179 305 589 114 191 114
is_linear=0
shrinkage=0.0032998


Tree=8947
num_leaves=22
num_cat=0
split_feature=3 40 0 52 3 484 52 0 52 52 52 14 0 49 133 42 0 42 150 0 51
split_gain=2.23128 0.949641 0.410608 0.40395 0.247323 0.226212 0.277907 0.25278 0.193328 0.161856 0.140684 0.121396 0.122268 0.18632 0.0934767 0.109118 0.0734445 0.0717343 0.0668688 0.0467619 0.0322846
threshold=0.11745500000000002 -0.012109999999999998 -0.07304999999999999 -0.45478499999999994 0.31534000000000006 -0.07742499999999998 0.0052050000000000004 -0.029554999999999994 -0.087769999999999987 0.49868000000000007 0.10855000000000002 0.076175000000000007 -0.10653 -1.0000000180025095e-35 0.088315000000000018 -0.095234999999999986 -0.084144999999999984 0.096295000000000019 0.083435000000000023 -0.14012999999999998 -0.079404999999999989
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 8 9 20 19 -5 7 17 -1 11 -8 12 13 -3 15 -14 -16 -7 -10 -2 -4
right_child=4 2 3 5 -6 6 10 -9 18 -11 -12 -13 14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.00054487671013254317 0.00024535207107261497 0.00042149650536029077 0.00076684152550089929 0.0006769616005453139 7.4394904071852571e-05 0.00038870458332621418 0.0006754632993662802 0.00021900212444574401 0.00036556994276488373 0.00077458848028733181 0.00046639249228478741 0.00077140462007212185 0.00053700050854084316 0.00064093015137678606 0.00051519824642150009 0.00066690265684794749 0.00062920577560746202 0.00055653816292009601 0.0002174751116852199 0.00038568114963918312 0.00064533102077621416
leaf_weight=55 53 79 57 56 80 65 64 77 100 94 82 66 81 94 111 754 155 52 52 55 52
leaf_count=55 53 79 57 56 80 65 64 77 100 94 82 66 81 94 111 754 155 52 52 55 52
internal_value=0 0.000589242 0.000611951 0.000530627 0.000214033 0.000481386 0.00044907 0.000366698 0.00037635 0.000640566 0.000558281 0.000631138 0.000623844 0.00054093 0.00063684 0.000654344 0.000581764 0.000463598 0.000315138 0.000317142 0.000709196
internal_weight=0 2146 1939 505 188 396 340 194 207 1434 146 1340 1274 173 1101 835 266 117 152 108 109
internal_count=2334 2146 1939 505 188 396 340 194 207 1434 146 1340 1274 173 1101 835 266 117 152 108 109
is_linear=0
shrinkage=0.0032998


Tree=8948
num_leaves=27
num_cat=0
split_feature=1 3 1 150 1 12 42 0 1 3 3 133 0 1 47 12 42 12 42 0 42 12 1 12 3 3
split_gain=6.43152 1.21429 0.616741 0.771897 0.515122 0.190385 0.193969 0.125257 0.117378 0.102475 0.103821 0.0985989 0.0911886 0.0709054 0.0663383 0.0925533 0.106288 0.0612401 0.0318605 0.0256677 0.049307 0.0352669 0.0211266 0.0181111 0.015517 0.00693796
threshold=0.10538500000000002 -0.055839999999999994 0.088595000000000021 1.0000000180025095e-35 0.12719000000000003 0.088845000000000021 -0.09547499999999999 -0.14857499999999998 0.12205500000000001 0.30835000000000007 0.0037100000000000002 1.0000000180025095e-35 -0.061204999999999989 0.09166500000000001 0.081320000000000017 1.0000000180025095e-35 0.086745000000000003 -0.081314999999999985 -0.10071499999999999 -0.084144999999999984 0.08784500000000002 0.098195000000000018 0.096255000000000021 0.10577500000000002 -0.095469999999999985 -0.08397499999999998
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 8 5 11 17 6 -1 -8 24 10 -6 13 18 -4 15 -9 -17 -3 -7 20 -20 25 -15 -14 -2 -21
right_child=1 4 3 -5 9 12 7 14 -10 -11 -12 -13 23 22 -16 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0006511574123079305 0.00057789259922601656 0.00042826339680801501 0.00065164797484614141 0.00035078287827231035 5.1461987951152772e-05 0.00083722730084880698 0.00097552148517363101 0.00069991179400731205 0.00042605617472008125 -7.3599322411759398e-06 0.00025900073596034047 0.00060952741229120498 0.00060134907803894167 0.00083596629198133868 0.00093376502891122273 0.00085450803950769651 0.00075156633966528598 0.00029530016543315466 0.00076497477775843857 0.00075176031613793015 0.00064213295811704069 0.00070783431108908674 0.00075012463330917877 0.0006966679842978587 0.00066333693219579738 0.00080761082772544976
leaf_weight=73 66 66 66 83 53 55 63 79 53 69 53 82 55 64 54 387 163 96 86 59 71 89 98 52 52 147
leaf_count=73 66 66 66 83 53 55 63 79 53 69 53 82 55 64 54 387 163 96 86 59 71 89 98 52 52 147
internal_value=0 0.000330615 0.000750525 0.000634249 0.000215523 0.00078239 0.000815732 0.00083179 0.000557227 9.11239e-05 0.000155564 0.000710032 0.000737857 0.000746023 0.00081848 0.000808527 0.000824064 0.000349688 0.000756751 0.000746881 0.000709647 0.000766578 0.000784255 0.000648002 0.000615845 0.000791786
internal_weight=0 508 1826 393 337 1433 819 746 171 175 106 310 614 228 683 629 550 162 507 452 157 295 162 107 118 206
internal_count=2334 508 1826 393 337 1433 819 746 171 175 106 310 614 228 683 629 550 162 507 452 157 295 162 107 118 206
is_linear=0
shrinkage=0.0032998


Tree=8949
num_leaves=28
num_cat=0
split_feature=1 13 3 0 2 3 2 0 3 12 40 12 2 13 52 2 3 1 13 43 12 52 12 52 52 13 43
split_gain=0.208273 0.0732059 0.084367 0.128003 0.0949928 0.0878979 0.0823579 0.0780561 0.070913 0.0601773 0.0574454 0.051896 0.0675659 0.150217 0.0661723 0.0488945 0.0449253 0.0411675 0.0393174 0.0345447 0.0343592 0.0326544 0.0424887 0.11316 0.100138 0.0307522 0.0276939
threshold=0.12719000000000003 -0.066659999999999983 0.10924500000000002 -0.081614999999999979 0.08673500000000002 -0.093224999999999988 0.091725000000000015 -0.049024999999999992 -0.10919499999999999 -0.042789999999999988 -1.0000000180025095e-35 0.089765000000000025 0.085600000000000023 -0.0031999999999999993 -0.082354999999999984 0.096930000000000016 0.011825000000000002 0.083065000000000014 -0.016469999999999995 0.056620000000000011 0.054520000000000006 0.25683000000000006 0.083825000000000024 -0.018574999999999998 -0.020049999999999995 -0.08131999999999999 -0.0010499999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 8 5 -5 -6 10 -3 16 -1 12 13 -10 -14 -8 -2 -17 -7 21 -11 22 23 -12 -24 -23 -13
right_child=9 2 -4 4 6 18 15 -9 11 20 19 26 14 -15 -16 17 -18 -19 -20 -21 -22 25 24 -25 -26 -27 -28
leaf_value=0.00046052229191523796 0.00015018852348571373 0.01201218526972773 -0.002424274999971518 -0.0054771186579716663 0.0089982954658270487 -0.0016065228310554239 -0.001629516316778976 0.012284386423050945 0.0049178811568208773 0.0053818032476937831 0.0031350442557152511 0.00060841264364282048 0.0091105236416228058 0.016449359808689688 0.0020599096554346466 0.0022792836116223877 -0.0067163031600848255 0.006876028876637171 0.0040744496595543963 0.0091256415208589136 -0.00070961785524181482 0.010418652946966114 0.0075020174152180142 0.01390986302899702 0.0027803027790237181 0.0052820226005595421 0.005722329688359824
leaf_weight=57 52 57 54 62 83 53 53 54 78 52 60 73 59 55 107 150 55 89 97 92 52 73 203 52 346 64 52
leaf_count=57 52 57 54 62 83 53 53 54 78 52 60 73 59 55 107 150 55 89 97 92 52 73 203 52 346 64 52
internal_value=0 0.00498252 0.00404423 0.00437297 0.00269991 -0.000139177 0.00430973 0.00603243 0.006411 -0.000553728 0.00567403 0.00565377 0.00686164 0.00970005 0.00457667 0.00297087 -0.00336253 0.00399856 0.0020552 0.00600591 0.00231882 0.00564399 0.00514629 0.00815368 0.00452949 0.00803217 0.00275017
internal_weight=0 2123 1122 1068 587 212 375 1001 481 211 947 424 299 133 166 292 107 239 150 890 104 798 661 112 549 137 125
internal_count=2334 2123 1122 1068 587 212 375 1001 481 211 947 424 299 133 166 292 107 239 150 890 104 798 661 112 549 137 125
is_linear=0
shrinkage=0.16829


Tree=8950
num_leaves=19
num_cat=0
split_feature=4 4 16 403 4 0 2 49 2 51 2 4 16 43 49 16 48 1
split_gain=0.11798 0.162723 0.113626 0.100237 0.0743347 0.09296 0.118125 0.105766 0.0935891 0.109917 0.0702939 0.0596525 0.055377 0.0475663 0.0390887 0.0531334 0.0378192 0.0209573
threshold=0.26900000000000007 0.53076500000000015 -0.23071499999999998 -0.53830999999999996 -0.15450999999999995 -0.10946999999999998 -0.0050599999999999994 -0.07107999999999999 0.086915000000000006 -0.015609999999999997 0.10859000000000001 -0.51253999999999988 -0.029084999999999996 -0.0093649999999999983 -1.0000000180025095e-35 -0.062394999999999992 0.10078500000000001 0.089275000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 13 -4 10 7 -7 -6 9 -8 11 -5 -9 -1 -2 -16 -10 -13
right_child=1 -3 3 4 5 6 8 12 16 -11 -12 17 -14 -15 15 -17 -18 -19
leaf_value=0.0058014782056661513 -0.0050774185565466397 0.0082224010357697472 -0.0025200440081446108 0.0048743041389157742 0.0069619752240732405 -0.0025572773653423759 0.011572294178755131 -0.0058332233490245126 0.0039361122661323777 0.005468280065508908 0.0025702867379376257 0.014038840727904024 0.0010964315446000893 0.012423720166907628 0.0023992344861298331 -0.0042674911857667475 -0.00070225567675153756 0.0091413679603190405
leaf_weight=56 58 66 58 58 53 62 98 58 683 596 62 54 74 72 97 52 53 52
leaf_count=56 58 66 58 58 53 62 98 58 683 596 62 54 74 72 97 52 53 52
internal_value=0 0.000942153 0.0046707 0.00435192 0.00456231 0.00417374 0.00461513 0.00060429 0.00492736 0.00633282 0.00743764 0.00926678 -0.00193481 0.00954053 -0.00137041 6.05343e-05 0.00359966 0.0116533
internal_weight=0 273 2089 1961 1903 1677 1492 185 1430 694 226 164 132 128 207 149 736 106
internal_count=2362 273 2089 1961 1903 1677 1492 185 1430 694 226 164 132 128 207 149 736 106
is_linear=0
shrinkage=0.16829


Tree=8951
num_leaves=26
num_cat=0
split_feature=1 3 2 4 2 124 2 3 0 51 3 475 159 2 3 42 1 3 1 3 51 49 3 42 0
split_gain=3.5722 0.674868 0.444405 0.442163 0.415842 0.386725 0.299169 0.196563 0.180022 0.133777 0.13108 0.116461 0.103856 0.090758 0.151357 0.0795969 0.0927394 0.0962461 0.0606926 0.094532 0.0600312 0.0600058 0.0564045 0.0378257 0.0314985
threshold=0.10439500000000002 -0.071519999999999986 -1.0000000180025095e-35 -0.013024999999999998 0.11093500000000002 -0.043384999999999993 0.087675000000000017 0.12566000000000002 -0.14989499999999997 -0.085574999999999984 -0.072419999999999984 -0.0048199999999999988 -0.030749999999999996 0.10083000000000002 -0.088714999999999988 0.11159000000000001 0.086920000000000011 -0.029309999999999996 0.089405000000000012 -0.082794999999999994 0.089600000000000027 -0.0062499999999999995 0.31343500000000007 0.088345000000000021 -0.081104999999999997
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 3 -3 -2 -4 -1 8 -6 -7 -10 11 -8 23 20 -15 16 17 -12 24 -20 21 -13 -9 -11 -14
right_child=1 2 4 -5 7 6 10 22 9 12 15 13 18 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00052984736467468873 0.00084820430172339017 0.00013267917294627364 0.00062153242922559457 0.00047754891517635625 0.00021500680213178082 0.00098182623894463588 0.00083890219313116664 0.00050290644560733479 0.00092494140392919042 0.00060381355281176547 0.00065624214445390036 0.0006141687565776148 0.00079465231222054019 0.00050567816757730757 0.00073297779368483812 0.00052747173528179081 0.000570605895101927 0.00083183236036506289 0.00061264637271072784 0.00078414282065431896 0.00083162612666628892 0.0007415218044228046 0.00035049972091907307 0.00073546718023402308 0.00088469806048781946
leaf_weight=92 55 81 75 99 88 54 102 54 68 52 98 52 412 56 79 52 68 56 54 115 70 263 57 54 56
leaf_count=92 55 81 75 99 88 54 102 54 68 52 98 52 412 56 79 52 68 56 54 115 70 263 57 54 56
internal_value=0 0.000427422 0.000348053 0.000610155 0.000411594 0.000739716 0.00075066 0.000332294 0.000794768 0.000782269 0.000708039 0.000734949 0.000769164 0.00071449 0.000638952 0.000646824 0.000674622 0.000720322 0.000785408 0.000729554 0.000740886 0.00072061 0.000424961 0.000671215 0.000805502
internal_weight=0 509 355 154 274 1853 1761 199 865 811 896 622 743 520 135 274 222 154 637 169 385 315 111 106 468
internal_count=2362 509 355 154 274 1853 1761 199 865 811 896 622 743 520 135 274 222 154 637 169 385 315 111 106 468
is_linear=0
shrinkage=0.0032998


Tree=8952
num_leaves=31
num_cat=0
split_feature=1 52 3 15 41 1 47 1 14 0 475 15 156 15 16 15 16 3 1 52 52 151 50 52 3 3 15 15 3 16
split_gain=5.20092 1.6586 0.983173 0.490247 0.763557 0.482152 0.471987 0.366026 0.301132 0.26483 0.163909 0.125946 0.122366 0.117758 0.187462 0.422266 0.108253 0.101042 0.154639 0.0904456 0.0941378 0.0897826 0.0701914 0.0608046 0.0773374 0.0567189 0.0423765 0.0507293 0.040293 0.035379
threshold=0.10141500000000002 -0.40809499999999993 -0.052614999999999995 -1.0000000180025095e-35 0.075585000000000013 0.088735000000000022 0.08265500000000002 0.14262000000000002 -1.0000000180025095e-35 -0.04478999999999999 -0.085734999999999992 -0.075694999999999985 0.050840000000000003 0.088520000000000015 0.081265000000000018 0.076335000000000014 0.25032500000000008 0.12991000000000003 0.11091000000000002 0.0029250000000000005 -0.012574999999999998 -0.086224999999999982 0.09227500000000001 0.091820000000000013 -0.08317999999999999 -0.092714999999999978 0.093610000000000013 0.11354000000000002 -0.079324999999999993 -0.082159999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 5 13 10 -7 8 -4 -3 -1 12 19 14 15 -5 21 18 -10 20 -12 -13 23 24 -15 -17 -25 -28 -21 -27
right_child=1 2 7 4 -6 6 -8 -9 17 -11 11 16 -14 22 -16 25 -18 -19 -20 28 -22 -23 -24 26 -26 29 27 -29 -30 -31
leaf_value=0.0010995527829190683 0.001061202705444231 0.0008686563037637058 0.00070763105960310318 0.00071431296265492446 0.0013909075092072489 0.0005586952221432902 0.00093669681289021975 0.00020843284340165164 0.00049583658510620051 0.00057571140750727631 0.00094294313482759051 0.00079380802012259967 0.0010989085018452594 0.0009305330702930717 0.0011694810192281119 0.0011351290836353342 0.00075808320813313041 0.00054169609782096751 0.0002939942200789986 0.00093395793912711344 0.00078431681386550674 0.00096830160332323943 0.00085570804005696149 0.0008419598663392604 0.0010708879628603309 0.0010406035617521439 0.0010334418647389553 0.00090068539221553395 0.0010653660942770888 0.00095228137303485878
leaf_weight=60 72 88 53 53 53 84 64 66 78 56 108 52 57 83 79 56 85 66 91 58 72 100 86 58 105 188 59 87 60 85
leaf_count=60 72 88 53 53 53 84 64 66 78 56 108 52 57 83 79 56 85 66 91 58 72 100 86 58 105 188 59 87 60 85
internal_value=0 0.00059259 0.000524768 0.000954663 0.00100396 0.000893485 0.000722393 0.000431024 0.000481913 0.000754978 0.000932267 0.000915253 0.000955434 0.000982087 0.00102068 0.000989814 0.000854919 0.000430856 0.000387361 0.000927872 0.000879688 0.000908838 0.000944793 0.000964247 0.00100911 0.00103409 0.00092273 0.000954575 0.00100107 0.00101323
internal_weight=0 570 498 1792 992 800 148 354 288 144 652 592 355 939 461 382 237 235 169 298 180 152 478 392 188 329 204 146 118 273
internal_count=2362 570 498 1792 992 800 148 354 288 144 652 592 355 939 461 382 237 235 169 298 180 152 478 392 188 329 204 146 118 273
is_linear=0
shrinkage=0.0032998


Tree=8953
num_leaves=26
num_cat=0
split_feature=4 12 13 150 2 2 2 16 16 16 12 11 2 2 0 4 0 39 1429 16 12 16 52 4 0
split_gain=12.8892 4.5157 1.89246 1.32546 1.08213 0.754962 1.04668 0.725295 0.364462 0.517859 0.307438 0.383912 0.258312 0.474568 0.126049 0.124432 0.155477 0.101723 0.0847509 0.102118 0.0981298 0.0743335 0.0481436 0.0427471 0.041245
threshold=0.30163500000000004 0.054520000000000006 -0.28558999999999996 0.083435000000000023 0.12454500000000002 0.064660000000000009 0.093565000000000023 -0.54057999999999995 0.15454000000000004 -0.059624999999999991 0.088125000000000023 1.0000000180025095e-35 0.14062000000000005 1.0000000180025095e-35 -0.04478999999999999 0.0015850000000000003 -0.091354999999999978 0.085905000000000023 0.083420000000000008 -0.016079999999999994 0.084710000000000021 -0.095229999999999995 0.026115000000000003 -0.080584999999999976 -0.09194999999999999
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=1 2 -1 5 10 -4 -7 -2 9 -8 11 18 13 -9 15 16 -12 -5 19 21 -21 -3 24 -18 -17
right_child=7 4 3 17 -6 6 8 12 -10 -11 14 -13 -14 -15 -16 22 23 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00043714250486240211 0.00081783990595835055 0.0013520765345057246 0.00085904227106723221 0.0008766105619942208 0.00092185961435234062 0.0016076826826690129 0.0012609579562345007 0.00025237611366062118 0.0013629357955776511 0.00080298451906586372 0.0015573080168857229 0.0017248417632134067 0.00020613568002792598 0.00065548545588437433 0.0012353175974352557 0.0011929725579282668 0.0013247054518492913 0.0006680841527043368 0.0015250399644935974 0.001226705223493091 0.0014098541766413293 0.0014719808295213844 0.0013789257989466654 0.001395863696312167 0.0013175787721049653
leaf_weight=55 60 83 56 55 54 76 53 57 53 56 62 54 54 73 85 63 146 52 96 59 84 268 66 465 77
leaf_count=55 60 83 56 55 54 76 53 57 53 56 62 54 54 73 85 63 146 52 96 59 84 268 66 465 77
internal_value=0 0.00130338 0.00101221 0.001091 0.00138325 0.00120566 0.00128707 0.000502227 0.00113644 0.00102599 0.00139872 0.00145534 0.000399118 0.000479009 0.00136086 0.00137296 0.0013954 0.0007756 0.00143061 0.00141219 0.00133454 0.00144373 0.00129947 0.00137892 0.00126176
internal_weight=0 2118 456 401 1662 294 238 244 162 109 1608 644 184 130 964 879 673 107 590 494 143 351 206 611 140
internal_count=2362 2118 456 401 1662 294 238 244 162 109 1608 644 184 130 964 879 673 107 590 494 143 351 206 611 140
is_linear=0
shrinkage=0.0032998


Tree=8954
num_leaves=12
num_cat=0
split_feature=4 4 403 124 10 52 1453 403 1213 4 3
split_gain=0.152128 0.106575 0.069333 0.0668144 0.0612173 0.0645329 0.068093 0.0709605 0.112162 0.0544149 0.0353981
threshold=0.27161500000000005 0.53076500000000015 -0.53830999999999996 -0.087104999999999988 -0.0069899999999999988 -0.56073999999999991 -0.077764999999999987 -0.083284999999999984 -0.060974999999999994 0.15484000000000003 -0.010299999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 -4 -5 -6 -7 8 -8 -9 -2
right_child=1 -3 3 4 5 6 7 9 -10 -11 -12
leaf_value=0.00043932728180275858 0.0021603480796223641 0.0076008775700083051 0.0010111189677639825 0.012086667073540806 0.012019737004084537 0.011378738675176582 0.013205889667530613 0.0051678925644703718 0.0060943079657975151 0.0097901912905012552 -0.0023670487052325057
leaf_weight=61 93 66 68 53 54 67 91 1420 209 77 103
leaf_count=61 93 66 68 53 54 67 91 1420 209 77 103
internal_value=0 0.00175101 0.00606174 0.00622907 0.00640818 0.00625032 0.00608222 0.00588374 0.00825748 0.00540685 -0.000209679
internal_weight=0 262 2100 2039 1971 1918 1864 1797 300 1497 196
internal_count=2362 262 2100 2039 1971 1918 1864 1797 300 1497 196
is_linear=0
shrinkage=0.16829


Tree=8955
num_leaves=19
num_cat=0
split_feature=1 2 39 2 2 4 1 52 2 1 2 3 130 3 3 52 160 3
split_gain=8.59261 1.23468 1.11658 0.61019 0.804821 0.516967 0.429959 0.33818 0.329799 0.326626 0.264698 0.234758 0.195788 0.154521 0.14505 0.138636 0.068081 0.0347471
threshold=0.10915500000000002 0.12708000000000003 0.081875000000000017 -1.0000000180025095e-35 0.11067500000000001 0.043850000000000007 0.094165000000000013 0.038145000000000005 0.11517500000000001 0.083555000000000018 0.16730000000000003 -0.15680499999999997 -0.083084999999999992 -0.093224999999999988 0.12991000000000003 -0.42890999999999996 -0.012164999999999999 -0.077584999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -5 8 -4 9 11 17 14 -1 -13 16 -3 -15 -14 -7
right_child=1 10 6 4 -6 7 -8 -9 -10 -11 -12 12 13 15 -16 -17 -18 -19
leaf_value=0.0013535810350649919 0.00052641676643861443 0.00037186933652502533 0.001059136688716762 0.0010951694278118879 0.00064338741370595788 0.0011100883472915408 0.00066599867053705308 0.0011989047726019316 0.00093989699105152434 0.00074502681596669632 0.00020441632537878789 0.0013798545978212175 0.00098140844025289601 0.0013235505148906387 0.00061326296117611737 0.0011773235560576536 0.0011268473623912978 0.00098458820072584914
leaf_weight=95 82 58 54 88 85 55 71 82 60 62 54 54 57 80 53 1086 120 60
leaf_count=95 82 58 54 88 85 55 71 82 60 62 54 54 57 80 53 1086 120 60
internal_value=0 0.000617893 0.00113877 0.000761959 0.000873399 0.00115964 0.000836116 0.00102215 0.00118256 0.000940069 0.000395032 0.00119229 0.0011813 0.00117329 0.000487447 0.00118739 0.00108021 0.00104492
internal_weight=0 420 1936 255 173 1811 125 259 1552 177 165 1492 1397 1343 111 1166 177 115
internal_count=2356 420 1936 255 173 1811 125 259 1552 177 165 1492 1397 1343 111 1166 177 115
is_linear=0
shrinkage=0.0032998


Tree=8956
num_leaves=19
num_cat=0
split_feature=1 3 39 47 1 14 3 16 49 3 11 16 0 0 49 3 43 3
split_gain=7.02905 1.35444 0.951145 0.455679 0.343123 0.3275 0.264604 0.214422 0.173996 0.16998 0.212984 0.136908 0.0969901 0.0924133 0.0691933 0.0585648 0.0466839 0.0268198
threshold=0.10538500000000002 -0.058704999999999993 0.081875000000000017 1.0000000180025095e-35 0.12007000000000002 0.054835000000000009 0.086245000000000016 0.23993500000000004 0.12158500000000001 -0.098469999999999988 0.077415000000000012 -0.076944999999999986 -0.066264999999999991 -0.07081999999999998 -1.0000000180025095e-35 -0.072419999999999984 -0.080094999999999986 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 4 17 6 8 -2 9 10 11 -1 -6 16 -8 -15 -11 -3
right_child=1 3 -4 -5 12 -7 14 -9 -10 13 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0008830773774323058 0.00060381626970751865 0.00034852375385832624 0.00058323686378011763 0.00054688150029011818 7.8894371652807197e-05 0.0011400737751952863 0.00066475154192115421 0.00084934287259179732 0.00072685787958084514 0.00091518979838584914 0.00098776865729037142 0.00066486996694805917 0.00025149630372006844 0.00091508590900694063 0.00083030047414323809 0.00078029643532635557 0.00096255362831806901 0.00045655884833727909
leaf_weight=55 101 53 101 84 77 68 56 65 53 384 65 79 67 92 62 66 771 57
leaf_count=55 101 53 101 84 77 68 56 65 53 384 65 79 67 92 62 66 771 57
internal_value=0 0.000455879 0.00089557 0.000335798 0.000265852 0.000913566 0.000904393 0.000700168 0.000915858 0.00092246 0.000831002 0.000754696 0.000159447 0.000936295 0.000752033 0.000859004 0.000946837 0.000404826
internal_weight=0 504 1852 338 254 1751 1683 166 1565 1512 199 134 144 1313 118 158 1155 110
internal_count=2356 504 1852 338 254 1751 1683 166 1565 1512 199 134 144 1313 118 158 1155 110
is_linear=0
shrinkage=0.0032998


Tree=8957
num_leaves=13
num_cat=0
split_feature=40 13 149 51 2 158 130 3 2 15 13 15
split_gain=0.152298 0.182913 0.0817469 0.0772948 0.0913724 0.0751469 0.0679938 0.0825539 0.0493653 0.0373974 0.0331226 0.030745
threshold=0.0046150000000000002 -0.16392499999999996 0.077335000000000015 -0.23953499999999997 0.12454500000000002 -0.41218499999999997 -0.015164999999999998 -0.10122999999999999 0.14271500000000001 0.083590000000000012 -0.0034149999999999996 -0.086189999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 10 5 -5 9 -8 -6 -7 -3 -1
right_child=-2 2 -4 4 8 6 7 -9 -10 -11 -12 -13
leaf_value=0.0025838763631208525 -0.0030067102262764166 0.0075734923631728766 0.012484130277854662 0.012598912582761428 -0.002085953617135703 0.012932079315810339 0.0027413443667093163 0.0062397295963484188 0.0045931352075075657 0.0072409876446677913 0.013530992899912287 -0.0025752694389165184
leaf_weight=63 54 55 61 52 57 59 222 1462 69 79 55 68
leaf_count=63 54 55 61 52 57 59 222 1462 69 79 55 68
internal_value=0 0.00601294 0.00638145 0.00620417 0.00596323 0.0062585 0.00607656 0.00577961 0.00155738 0.00968715 0.0105686 -8.04391e-05
internal_weight=0 2302 2171 2110 2000 1874 1822 1684 126 138 110 131
internal_count=2356 2302 2171 2110 2000 1874 1822 1684 126 138 110 131
is_linear=0
shrinkage=0.16829


Tree=8958
num_leaves=17
num_cat=0
split_feature=39 13 50 50 16 130 43 124 1212 16 1375 16 133 1 13 16
split_gain=0.126255 0.107728 0.0657188 0.0886708 0.0863814 0.0547181 0.0735145 0.0594251 0.0513394 0.10211 0.0503042 0.0442253 0.051673 0.0397358 0.0269919 0.0266597
threshold=0.10076500000000001 -0.16392499999999996 1.0000000180025095e-35 0.089890000000000012 -0.064539999999999986 -0.086274999999999991 -0.15924499999999997 -0.076779999999999987 0.040035000000000008 -0.07959999999999999 0.08302000000000001 -0.076944999999999986 0.037060000000000003 0.079865000000000019 -0.012064999999999998 -0.10346499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 5 -4 11 -3 -7 -8 10 -10 -9 12 -5 -6 -2 -1
right_child=14 2 3 4 13 6 7 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0024775437736042636 0.0017993534798509316 0.010049808962269756 0.012780679959773899 0.0084295949240351768 0.0067456299847200247 -0.00014289309718089224 0.0010097831112187224 0.005887613177039272 0.0062830263962186644 -0.0012896142007798826 0.00050165486378647565 0.001116887278051827 0.0021253828739632116 0.012632454173204306 -0.003611552989041332 0.0024222316000674423
leaf_weight=54 52 57 69 94 69 83 101 1185 108 94 52 84 62 65 52 75
leaf_count=54 52 57 69 94 69 83 101 1185 108 94 52 84 62 65 52 75
internal_value=0 0.00509408 0.00538106 0.00721305 0.00618107 0.00489691 0.00471483 0.00497781 0.00525507 0.00275023 0.00566266 0.00425653 0.00593559 0.00961459 -0.000888825 0.000357236
internal_weight=0 2252 2123 443 374 1680 1623 1540 1439 202 1237 240 156 134 104 129
internal_count=2356 2252 2123 443 374 1680 1623 1540 1439 202 1237 240 156 134 104 129
is_linear=0
shrinkage=0.16829


Tree=8959
num_leaves=18
num_cat=0
split_feature=1 2 2 12 14 4 2 159 0 12 4 4 4 0 2 1208 43
split_gain=3.84401 0.576827 0.521497 0.514165 0.267521 0.229016 0.147726 0.110935 0.0915517 0.0823174 0.0642428 0.233364 0.15166 0.0571101 0.0550731 0.0503321 0.0184294
threshold=0.10915500000000002 0.11067500000000001 -1.0000000180025095e-35 -0.088294999999999985 0.054835000000000009 0.03851000000000001 0.14794000000000004 0.087395000000000014 -0.13513499999999998 0.087285000000000015 -0.50547999999999982 -0.099704999999999974 -0.42305999999999994 -0.064804999999999988 0.12827000000000002 1.0000000180025095e-35 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 10 7 14 -7 -10 -5 12 -12 15 -3 -13 -11
right_child=1 6 -4 4 -6 8 -8 -9 9 16 11 13 -14 -15 -16 -17 -18
leaf_value=0.00048979262469723834 0.00034440123831862914 0.00048061427926425558 0.00071136640150346996 0.00085407053147790852 0.00094825821809178291 0.00077236035369625006 0.00017523853701884907 0.00021717295848002036 0.00049974898587022048 0.00069071893008555707 0.00072896914886563932 0.00076330009581161793 0.00049793898012725688 0.00067160042005067833 0.000329457148335025 0.00086943534944968501 0.0006122352339847369
leaf_weight=90 82 54 88 72 70 54 88 52 52 86 63 1177 64 77 56 56 75
leaf_count=90 82 54 88 72 70 54 88 52 52 86 63 1177 64 77 56 56 75
internal_value=0 0.000386033 0.000534567 0.00073448 0.00074639 0.000738414 0.00028489 0.000344236 0.000648388 0.000616793 0.00075432 0.000749297 0.000612822 0.000762501 0.000403982 0.000768149 0.000654377
internal_weight=0 420 170 1936 1846 1776 250 162 267 213 1509 1437 127 1310 110 1233 161
internal_count=2356 420 170 1936 1846 1776 250 162 267 213 1509 1437 127 1310 110 1233 161
is_linear=0
shrinkage=0.0032998


Tree=8960
num_leaves=21
num_cat=0
split_feature=2 3 41 2 0 2 0 0 13 3 43 0 3 3 0 42 402 49 43 42
split_gain=0.201372 0.0726616 0.155645 0.10397 0.115921 0.0822643 0.0525746 0.0929197 0.068727 0.0659082 0.0881916 0.0867753 0.0616006 0.049698 0.0476626 0.123859 0.0437765 0.0402137 0.0571643 0.0356916
threshold=0.12708000000000003 -0.14619999999999997 0.079300000000000009 -0.0091949999999999983 -0.067094999999999988 0.10472500000000001 -0.10653 -0.23141499999999995 -0.023454999999999997 -0.083249999999999977 -0.083154999999999993 -0.067329999999999987 -0.096404999999999991 -0.0083149999999999977 -0.062694999999999987 0.096295000000000019 0.094195000000000015 0.099620000000000014 0.062770000000000006 1.0000000180025095e-35
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 2 5 4 -3 -1 7 -5 19 11 -11 12 -8 -10 -2 -16 -14 18 -12 -9
right_child=14 3 -4 6 -6 -7 9 8 13 10 17 -13 16 -15 15 -17 -18 -19 -20 -21
leaf_value=0.013951857469209673 0.00146335126873989 0.0051382852831370601 -0.0002183305015024783 0.0083303208633295246 -0.0054815476183665869 0.0057567585217559404 0.0078383691083620203 0.0067928160978032578 0.0019080354906861341 0.010530333306658719 0.0061727395665646338 -0.003154601304543665 0.0037779180125447121 -0.0049639226464620219 -0.0093838415738787991 0.0021000251210176149 -0.0013288446643588835 0.0017887968171763299 0.0021175275568892133 0.00087008871974699679
leaf_weight=80 102 52 54 58 66 63 99 56 52 95 613 52 423 69 53 53 53 94 119 61
leaf_count=80 102 52 54 58 66 63 99 56 52 95 613 52 423 69 53 53 53 94 119 61
internal_value=0 0.00435496 0.00744688 0.00404359 -0.000786396 0.010354 0.00435364 0.00228693 0.000806626 0.00474766 0.00565667 0.00340956 0.00400631 -0.00199584 -0.00112109 -0.00362496 0.00320553 0.00509397 0.00551594 0.00372025
internal_weight=0 2159 197 1962 118 143 1844 296 238 1548 921 627 575 121 208 106 476 826 732 117
internal_count=2367 2159 197 1962 118 143 1844 296 238 1548 921 627 575 121 208 106 476 826 732 117
is_linear=0
shrinkage=0.16829


Tree=8961
num_leaves=26
num_cat=0
split_feature=4 3 2 2 0 14 12 2 2 2 43 0 3 475 4 12 43 15 4 0 2 43 16 4 12
split_gain=3.72509 1.2675 0.517779 0.449668 0.390994 0.370657 0.296523 0.271031 0.247013 0.18995 0.387681 0.122777 0.252464 0.109304 0.104407 0.0980317 0.125949 0.112582 0.105993 0.104159 0.0933966 0.0759427 0.0612343 0.0245099 0.0213269
threshold=0.30163500000000004 -0.072579999999999992 0.13106000000000004 -0.007134999999999999 -0.10566999999999999 0.076175000000000007 0.054520000000000006 0.13775000000000001 0.10406500000000002 0.10083000000000002 -0.084549999999999986 -0.17785499999999996 -0.014044999999999998 -0.086424999999999988 0.0047850000000000011 0.092495000000000008 0.0015250000000000001 0.086115000000000011 0.0049200000000000008 -0.074274999999999994 0.094195000000000015 -0.039409999999999994 0.052555000000000011 -0.013024999999999998 0.10888000000000002
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=1 5 3 -3 8 9 20 11 14 13 -11 -2 -13 -1 -5 16 19 -18 21 -15 -6 -17 24 -12 -8
right_child=7 2 -4 4 6 -7 22 -9 -10 10 23 12 -14 15 -16 18 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00075199576478365263 0.00062427493547048793 0.0004945375229236668 0.00048730721609211824 0.00067494072896463818 0.0011140896143164993 0.0011643078215154447 0.0007815427907559995 0.00024739831875807995 0.00053983560818386949 0.00055210181469973513 0.00091762564614525019 0.00059131797525832717 0.00029469582358565441 0.00093390643905503742 0.00088041341558932958 0.0008362174675994997 0.00072025745822961698 0.00091843270056036488 0.00071771417576380698 0.0010886131753205521 0.00091143397166983965 0.00096121735490907066 0.0006907008031564781 0.00081929887163215457 0.00087919961391897034
leaf_weight=52 53 62 89 55 53 56 60 71 81 54 92 59 68 707 58 142 58 75 52 54 53 95 52 54 62
leaf_count=52 53 62 89 55 53 56 60 71 81 54 92 59 68 707 58 142 58 75 52 54 53 95 52 54 62
internal_value=0 0.000846518 0.000721493 0.000760313 0.000795002 0.000898903 0.000874332 0.000421054 0.000680324 0.000888521 0.000792738 0.000489356 0.000432774 0.000904004 0.000780716 0.000910655 0.00092821 0.000832275 0.000856229 0.000944931 0.00101309 0.000886472 0.000789597 0.0008815 0.00083146
internal_weight=0 2116 625 536 474 1491 280 251 194 1435 200 180 127 1235 113 1183 894 133 289 761 106 237 174 146 122
internal_count=2367 2116 625 536 474 1491 280 251 194 1435 200 180 127 1235 113 1183 894 133 289 761 106 237 174 146 122
is_linear=0
shrinkage=0.0032998


Tree=8962
num_leaves=18
num_cat=0
split_feature=2 4 12 3 2 2 11 2 1452 4 11 133 3 42 4 4 4
split_gain=3.8305 1.72703 0.885676 0.568819 0.424997 0.278744 0.258253 0.201176 0.23874 0.172498 0.128823 0.125168 0.114245 0.113554 0.103617 0.0846846 0.0333758
threshold=0.12454500000000002 0.30163500000000004 -0.011819999999999999 0.11372500000000001 0.10124000000000001 0.17730000000000004 1.0000000180025095e-35 0.091955000000000023 1.0000000180025095e-35 0.50373500000000015 0.082485000000000017 0.056015000000000002 -0.091164999999999982 0.08512500000000002 -0.074219999999999994 0.054560000000000004 0.082475000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 11 9 7 8 15 16 -8 -1 -9 -3 -14 -4 -2
right_child=5 13 3 -5 -6 -7 10 12 -10 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.00070353534977154759 0.00032434879340846823 0.00041747123583457392 0.00075843545091962641 0.00039987555573543196 0.00024890705042374676 3.0497257196838544e-05 0.0010221078326371742 0.00056080831659884511 0.00095545522566648389 0.00014806845282108768 0.00080945726429338337 0.00048219860804836153 0.00083131607819116602 0.00022375724800356115 0.00067783512781706228 0.00064044624540956694 0.00044052632574002935
leaf_weight=64 65 95 1058 52 54 53 52 77 67 53 86 52 60 52 300 75 52
leaf_count=64 65 95 1058 52 54 53 52 77 67 53 86 52 60 52 300 75 52
internal_value=0 0.00069484 0.000720266 0.000741502 0.000491835 0.000240178 0.00075149 0.000739805 0.00076212 0.000305342 0.000889842 0.000604619 0.000678449 0.000349186 0.000703513 0.000750656 0.000376284
internal_weight=0 2144 1997 1827 170 223 1775 1637 1200 170 138 116 437 147 360 1133 117
internal_count=2367 2144 1997 1827 170 223 1775 1637 1200 170 138 116 437 147 360 1133 117
is_linear=0
shrinkage=0.0032998


Tree=8963
num_leaves=22
num_cat=0
split_feature=39 13 15 0 14 43 0 52 39 52 0 43 52 123 43 43 51 1452 15 49 155
split_gain=2.96203 2.66538 0.685518 0.663731 0.984853 0.540149 0.509127 0.354168 0.32003 0.264648 0.233968 0.214401 0.14216 0.136615 0.105004 0.0748017 0.0712074 0.0850764 0.0321203 0.02677 0.0136621
threshold=0.081875000000000017 -0.16392499999999996 -0.25061999999999995 -0.10220499999999998 0.076175000000000007 -0.040789999999999993 -0.070644999999999986 0.038145000000000005 0.10076500000000001 -0.45478499999999994 -0.13740499999999997 -0.083464999999999998 -0.0092149999999999992 0.085740000000000011 0.0049250000000000014 0.061400000000000003 -0.099134999999999987 0.082765000000000019 0.08568000000000002 -0.046019999999999998 0.11958000000000001
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 12 -3 4 7 8 15 10 13 20 19 -11 -1 -2 -13 16 -5 -18 -17 -4 -8
right_child=5 2 3 6 -6 -7 9 -9 -10 11 -12 14 -14 -15 -16 18 17 -19 -20 -21 -22
leaf_value=0.00018451428034983109 0.00051928106175478121 0.00047868169796796614 0.00044749384370175427 0.00076666715490673269 0.0010359711612248025 0.00067121652027813837 0.0009291567879466902 0.00078975666568868394 0.00012793516070406323 0.00053017765237856128 0.00066194645076168466 0.0007886387910758173 0.00041004142174195135 0.00031325899814901176 0.00062599723641263674 0.00074455689872966063 0.00088956236119679111 0.0010298352400698665 0.00085448241197673728 0.00033670503528613168 0.00084026652049686587
leaf_weight=52 70 66 52 52 63 67 55 57 61 69 54 160 76 73 63 61 984 53 75 52 52
leaf_count=52 70 66 52 52 63 67 55 57 61 69 54 160 76 73 63 61 984 53 75 52 52
internal_value=0 0.000780552 0.000810573 0.000822072 0.00067247 0.000413649 0.000847659 0.000565792 0.000328883 0.000744714 0.000484772 0.000692715 0.000318696 0.000414355 0.000742849 0.000881161 0.000890586 0.000896766 0.000805437 0.000392438 0.000886287
internal_weight=0 2096 1968 1902 278 271 1624 215 204 399 158 292 128 143 223 1225 1089 1037 136 104 107
internal_count=2367 2096 1968 1902 278 271 1624 215 204 399 158 292 128 143 223 1225 1089 1037 136 104 107
is_linear=0
shrinkage=0.0032998


Tree=8964
num_leaves=24
num_cat=0
split_feature=1 3 4 3 3 4 1 12 0 42 0 3 4 16 0 3 3 159 4 0 3 4 0
split_gain=6.25386 1.56199 0.566695 0.404788 0.401175 0.368149 0.290311 0.223496 0.217658 0.14005 0.138788 0.13369 0.117345 0.1999 0.110913 0.098219 0.0954288 0.0864102 0.0755609 0.0649443 0.0272702 0.023667 0.0228457
threshold=0.10538500000000002 -0.06340999999999998 0.04105000000000001 0.31534000000000006 0.077930000000000013 -0.013024999999999998 0.089275000000000007 0.088395000000000015 -0.14032999999999998 0.095455000000000012 -0.11073999999999999 -0.0063999999999999986 -0.42305999999999994 0.014185000000000001 -0.071969999999999992 0.14121000000000003 -0.010299999999999998 -0.037509999999999995 0.070595000000000005 -0.068214999999999984 -0.082744999999999985 0.30163500000000004 -0.077584999999999987
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 6 4 16 -2 8 11 -1 12 -4 -8 -10 17 -15 -6 -3 -14 -12 -11 -9 -7 -22
right_child=1 3 10 -5 15 21 7 20 9 19 18 -13 13 14 -16 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.00098529170725472105 0.00084991733883785334 0.00027024866721329363 0.00074179971258620436 2.767093434717236e-05 0.00055783415612970855 0.00057223270394900249 0.00049066609037826461 0.00082988049578392191 0.00097325284604622209 0.00076822369790598935 0.00064634782573320547 0.00071876532712618671 0.0007549880215743242 0.00077382854885596735 0.000578468262024255 0.00035583727521741403 0.00011020937292314363 0.0008513987972314181 0.000505567644188895 0.00061722847639360246 0.00078534413298765138 0.00046777284822385398 0.00068869724820845091
leaf_weight=87 56 91 91 76 54 52 63 79 58 92 93 53 127 87 53 54 75 703 82 52 78 56 55
leaf_count=87 56 91 91 76 54 52 63 79 58 92 93 53 127 87 53 54 75 703 82 52 78 56 55
internal_value=0 0.00036594 0.000777464 0.000241259 0.000300373 0.000631812 0.000801175 0.000712937 0.000824136 0.000812143 0.000635869 0.000595188 0.000825864 0.000817015 0.000700122 0.000457162 0.000198154 0.000836689 0.000580584 0.000713942 0.000777199 0.000518395 0.000745642
internal_weight=0 514 1853 350 274 164 1587 328 1259 1172 266 116 1028 970 140 108 166 830 175 144 212 108 133
internal_count=2367 514 1853 350 274 164 1587 328 1259 1172 266 116 1028 970 140 108 166 830 175 144 212 108 133
is_linear=0
shrinkage=0.0032998


Tree=8965
num_leaves=21
num_cat=0
split_feature=9 2 474 2 15 150 12 12 11 52 52 133 15 484 13 150 2 15 2 13
split_gain=0.251994 0.155358 0.100962 0.101577 0.0901505 0.204239 0.10273 0.0947257 0.0697488 0.0782367 0.127112 0.0600331 0.0493133 0.0426587 0.0583034 0.0621876 0.0563585 0.042657 0.0325216 0.0250711
threshold=-1.0000000180025095e-35 0.099675000000000014 0.085295000000000024 0.085505000000000012 -0.026169999999999995 0.083825000000000011 -1.0000000180025095e-35 0.054520000000000006 0.076920000000000002 0.11916 0.10160000000000001 -0.23232999999999995 -0.079109999999999986 0.09585500000000001 -0.40078499999999995 1.0000000180025095e-35 0.11123500000000001 -0.052259999999999994 0.14461000000000004 -0.086804999999999979
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 2 4 -4 5 6 -2 -6 9 10 -9 -3 19 14 -13 16 17 -16 -18 -8
right_child=1 11 3 -5 7 -7 12 8 -10 -11 -12 13 -14 -15 15 -17 18 -19 -20 -21
leaf_value=-0.0040526691215304125 0.014000701890836194 0.0092035155810604591 -0.0024011406594586348 0.0063954714695495058 0.014931507931655852 -0.0020083503408879623 0.0044415648365307816 0.0074007756614723353 0.013769187295711747 0.0028815117733102403 0.016070787813681757 -0.002390083006618087 0.0025689859490834735 0.0078805869839203967 -0.001283427968511045 -0.00046331587544037498 0.0068230703641587063 0.0041179566371706902 0.0022935752179745823 0.0080616618371940167
leaf_weight=74 52 54 64 88 57 86 77 674 53 96 52 53 92 54 70 94 207 100 59 207
leaf_count=74 52 54 64 88 57 86 77 674 53 96 52 53 92 54 70 94 207 100 59 207
internal_value=0 0.00591131 0.00682442 0.00267982 0.00725885 0.00545919 0.00696387 0.00824944 0.0078121 0.00742582 0.00802424 0.00379705 0.00598592 0.00333592 0.00291189 0.00344547 0.00429231 0.00188329 0.00582516 0.00708648
internal_weight=0 2289 1598 152 1446 514 428 932 875 822 726 691 376 637 583 530 436 170 266 284
internal_count=2363 2289 1598 152 1446 514 428 932 875 822 726 691 376 637 583 530 436 170 266 284
is_linear=0
shrinkage=0.16829


Tree=8966
num_leaves=18
num_cat=0
split_feature=30 402 402 4 13 4 402 15 47 15 15 133 15 15 4 47 133
split_gain=0.13535 0.12647 0.108526 0.068879 0.111554 0.0787101 0.105118 0.0761876 0.0687974 0.0995151 0.0560896 0.0507168 0.0537935 0.0329737 0.0811445 0.0323226 0.0185142
threshold=0.085185000000000025 0.088375000000000023 0.098505000000000023 0.0053900000000000016 -0.16392499999999996 -0.0023899999999999993 0.023625000000000004 -0.032704999999999991 0.07813500000000001 1.0000000180025095e-35 0.087235000000000021 0.097995000000000013 -0.061559999999999997 -0.44206999999999991 0.41555500000000006 0.099745000000000014 0.082925000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 11 9 -6 -4 12 13 -5 -15 -10 -7
right_child=-2 2 10 7 5 16 -8 -9 15 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0025734459885178081 -0.0028984180891295699 0.014437488421673049 0.0034243673150169563 0.0069964590722737599 0.0030094914793574322 0.011311514643190509 -0.0022911547827539191 -0.0012987902144863726 0.012325117280818615 0.0062160940796894461 0.00953631790302077 -0.00035936395367709766 0.0089909816680822704 0.0043353676164298244 -0.0026311100489287025 0.0066340992459280827 0.006972327532752916
leaf_weight=52 65 65 91 68 478 69 54 101 52 652 82 71 64 220 60 67 52
leaf_count=52 65 65 91 68 478 69 54 101 52 652 82 71 64 220 60 67 52
internal_value=0 0.00487187 0.00855305 0.00444569 0.00505943 0.00533942 0.00495525 0.00289145 0.00526998 0.00486126 0.00633175 0.00377139 0.0044876 0.00365423 0.00283613 0.00913603 0.00946159
internal_weight=0 2298 238 2060 1476 1424 1303 584 1249 1130 173 483 412 348 280 119 121
internal_count=2363 2298 238 2060 1476 1424 1303 584 1249 1130 173 483 412 348 280 119 121
is_linear=0
shrinkage=0.16829


Tree=8967
num_leaves=23
num_cat=0
split_feature=1 52 12 14 9 2 3 11 1 1 2 43 49 0 483 2 42 42 52 0 2 52
split_gain=6.8833 1.40478 0.715623 0.596819 0.50975 0.610223 0.508275 0.434791 0.379365 0.271053 0.246721 0.133519 0.154426 0.117391 0.113778 0.0916593 0.0848352 0.0981866 0.0546757 0.0933967 0.0437721 0.0270854
threshold=0.104035 -0.41304999999999997 -0.029844999999999997 0.054835000000000009 -1.0000000180025095e-35 0.09036000000000001 -0.12077499999999998 0.077415000000000012 0.12007000000000002 0.091410000000000005 0.090225000000000014 -0.078139999999999973 -0.047309999999999998 -0.029554999999999994 0.08740500000000001 0.14234000000000005 0.088285000000000016 0.090625000000000025 0.10160000000000001 -0.089364999999999986 0.078405000000000016 0.25683000000000006
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 -2 9 6 -3 8 7 -4 -6 -1 14 -7 -13 18 16 -14 20 -18 19 -12 -8 -20
right_child=1 4 3 -5 5 11 10 -9 -10 -11 13 12 15 -15 -16 -17 17 -19 21 -21 -22 -23
leaf_value=0.00086457677072297279 0.001021930360486192 0.00018751912612012612 0.00055231764210952948 0.0013035709566328127 0.00090944912477251805 0.00031917932383637281 0.0010033594751518865 0.00095571710101689485 0.00053605669737761044 0.00053756835691247645 0.0008336373156784991 0.00032567939943518138 0.00059306101653817576 0.00078960958340295521 0.00090792386376865744 0.00042599937476878576 0.00087971688812683955 0.0010279742940289042 0.0010504306329068396 0.00096082111183050573 0.0010710532129635569 0.00096077401282040973
leaf_weight=61 59 57 56 63 59 76 159 62 61 52 94 53 103 57 90 58 78 154 79 232 493 107
leaf_count=61 59 57 56 63 59 76 159 62 61 52 94 53 103 57 90 58 78 154 79 232 493 107
internal_value=0 0.000541631 0.000969932 0.00098666 0.000480875 0.000521573 0.000974618 0.000764572 0.000719935 0.000714407 0.000990659 0.000439371 0.000481891 0.000935339 0.00102294 0.000533096 0.00103461 0.000978281 0.000951494 0.000924257 0.0010546 0.000999043
internal_weight=0 526 1837 1724 467 410 1661 118 120 113 1543 290 214 569 974 161 884 232 512 326 652 186
internal_count=2363 526 1837 1724 467 410 1661 118 120 113 1543 290 214 569 974 161 884 232 512 326 652 186
is_linear=0
shrinkage=0.0032998


Tree=8968
num_leaves=24
num_cat=0
split_feature=1 3 3 155 12 43 481 160 39 4 4 3 13 51 160 1 12 481 403 12 49 4 4
split_gain=0.182354 0.130177 0.143184 0.111171 0.110942 0.0876893 0.0796213 0.0784391 0.0950032 0.103256 0.0925184 0.0764736 0.0948556 0.0891832 0.0684867 0.0610455 0.0528179 0.047744 0.0394952 0.0453153 0.0285086 0.0190614 0.024079
threshold=0.095025000000000012 -0.12077499999999998 -0.15836499999999998 0.084785000000000013 0.083785000000000012 0.0047850000000000011 -0.084329999999999988 -0.00040999999999999994 0.091400000000000009 -0.024114999999999994 0.05864500000000001 -0.01223 -0.085719999999999977 -1.0000000180025095e-35 -0.098904999999999979 0.11156000000000001 0.096610000000000015 -0.048124999999999994 -0.41331999999999997 0.084595000000000017 0.10271000000000001 -0.071794999999999984 -0.0025749999999999996
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=1 2 -1 5 11 7 -6 14 9 -9 -11 12 -3 -13 -2 -12 17 -8 -19 -20 21 -18 -23
right_child=3 4 -4 -5 6 -7 16 8 -10 10 15 13 -14 -15 -16 -17 20 18 19 -21 -22 22 -24
leaf_value=0.0067788623114241244 0.00023663169614710991 0.0076148227113785778 -0.004623634219337279 0.0080898679912786396 -0.00017260144730409636 0.0064504260485587781 0.010732505755090747 0.0035792188553153232 0.0043915210365358158 -0.0081283718570215203 0.0034138765809833284 0.0018136930767601101 0.017769687604958131 0.010208144161587039 0.0074573838832706673 -0.0037338797620538873 0.0017608169707071942 0.0091724407879390894 0.0096561356516668834 0.0050782101498070605 0.00012476963297129644 0.0072254978404054527 0.002626624542577569
leaf_weight=55 73 54 72 82 71 87 62 72 85 85 53 63 52 85 77 93 57 93 68 726 58 86 54
leaf_count=55 73 54 72 82 71 87 62 72 85 85 53 63 52 85 77 93 57 93 68 726 58 86 54
internal_value=0 0.00549246 0.000300309 0.00225883 0.00592255 0.00149092 0.00527938 0.00068558 -0.000573842 -0.0019727 -0.00371094 0.00914397 0.0126134 0.00664697 0.00395526 -0.00112684 0.00560238 0.00618255 0.00586249 0.00547254 0.00343617 0.00440198 0.00546448
internal_weight=0 1656 127 707 1529 625 1275 538 388 303 231 254 106 148 150 146 1204 949 887 794 255 197 140
internal_count=2363 1656 127 707 1529 625 1275 538 388 303 231 254 106 148 150 146 1204 949 887 794 255 197 140
is_linear=0
shrinkage=0.16829


Tree=8969
num_leaves=15
num_cat=0
split_feature=9 10 48 16 16 0 16 1375 133 3 0 16 48 475
split_gain=0.131915 0.0640094 0.0630254 0.0659658 0.114105 0.0981945 0.124497 0.0943839 0.0748277 0.0730009 0.0662305 0.0909865 0.0443576 0.0390228
threshold=-1.0000000180025095e-35 -0.094984999999999986 -0.086624999999999994 0.0048200000000000005 0.070130000000000012 -0.07964499999999998 0.21684500000000004 -0.088929999999999981 0.083700000000000011 -0.076254999999999989 0.023440000000000003 -0.0019699999999999995 0.10142000000000002 -0.0048199999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 8 -6 -7 -4 9 -5 11 12 -9 -8
right_child=1 2 3 4 5 6 13 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.0032138135142144347 -0.0018206011203158899 0.0098306545079983546 0.011286564717097837 -0.0083354772164755796 -0.0014907532439569651 0.012689711551514365 0.0068443199348645848 0.0044885504307987361 0.0040169869637605741 0.00015647222944837317 -0.001528775360626927 0.010485868871687775 0.0010346603710922751 0.0024674057097408175
leaf_weight=74 52 54 57 52 76 53 83 1312 52 63 53 69 116 197
leaf_count=74 52 54 57 52 76 53 83 1312 52 63 53 69 116 197
internal_value=0 0.00399245 0.00412838 0.0039865 0.00243456 0.00394917 0.00519611 0.00454165 -0.00126414 -0.00366774 0.00429245 0.00449974 0.00420924 0.00377126
internal_weight=0 2289 2237 2183 576 409 333 1607 167 115 1550 1497 1428 280
internal_count=2363 2289 2237 2183 576 409 333 1607 167 115 1550 1497 1428 280
is_linear=0
shrinkage=0.16829


Tree=8970
num_leaves=22
num_cat=0
split_feature=1 1 1 16 151 4 3 39 48 4 16 4 1 16 16 48 3 48 43 3 4
split_gain=6.46927 0.808568 0.530293 0.457714 0.41033 0.204986 0.180855 0.149911 0.165495 0.21921 0.143898 0.220455 0.140155 0.118747 0.118005 0.0872428 0.155535 0.0823151 0.0631131 0.0530566 0.024858
threshold=0.10752500000000002 0.13554500000000003 0.096325000000000008 0.22564000000000003 -1.0000000180025095e-35 0.50373500000000015 -0.012769999999999998 0.081875000000000017 0.088580000000000006 -0.50388999999999984 0.041625000000000002 -0.068879999999999983 0.11481500000000001 0.26676500000000009 -0.0007049999999999999 0.096030000000000018 -0.081574999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0025650000000000004 -0.070064999999999975
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=2 3 7 12 -4 -3 20 8 9 -1 14 -12 18 -13 17 -10 -17 -11 -2 -14 -6
right_child=1 5 4 -5 6 -7 -8 -9 15 10 11 13 19 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.00099919632593607169 0.00034523031306229833 0.00022530882479364201 0.00039434551488966296 0.00066761459205531381 0.00082338089196490978 -2.8651276612535602e-05 0.00053011111489563445 0.00061301146423567226 0.00059419230027098733 0.00065646422106306189 0.00051541085256905409 0.00087264819434845558 0.00021327846917907503 0.00068544354546734728 0.00091552316949169087 0.00086433246486368465 0.00061564141101280571 0.00079381499956456545 0.00050906882631584832 0.00034931555530045167 0.00071809347025264926
leaf_weight=54 52 69 71 58 54 69 52 64 74 53 53 66 80 92 88 58 55 1049 55 54 64
leaf_count=54 52 69 71 58 54 69 52 64 74 53 53 66 80 92 88 58 55 1049 55 54 64
internal_value=0 0.000307341 0.000751758 0.000403808 0.000606185 9.80735e-05 0.000694452 0.000772302 0.000778489 0.000790523 0.000782455 0.000701625 0.000340173 0.000763866 0.000796757 0.000684664 0.0007436 0.000787241 0.000429776 0.000268362 0.000766574
internal_weight=0 437 1947 299 241 138 170 1706 1642 1455 1401 211 241 158 1190 187 113 1102 107 134 118
internal_count=2384 437 1947 299 241 138 170 1706 1642 1455 1401 211 241 158 1190 187 113 1102 107 134 118
is_linear=0
shrinkage=0.0032998


Tree=8971
num_leaves=23
num_cat=0
split_feature=3 3 3 3 3 16 133 16 160 3 481 1453 3 124 16 16 483 160 3 16 51 3
split_gain=3.36048 1.47609 0.892485 0.63077 0.574101 0.485994 0.369168 0.336684 0.293725 0.203265 0.177273 0.211405 0.140727 0.099584 0.089511 0.069144 0.0602297 0.0451676 0.0417782 0.0363633 0.0336703 0.00336148
threshold=-0.059629999999999996 0.31343500000000007 -0.10175499999999998 0.077930000000000013 0.10323000000000002 -0.25959999999999994 -1.0000000180025095e-35 -0.10346499999999999 -0.054789999999999998 -0.154195 -0.064254999999999993 -1.0000000180025095e-35 -0.072024999999999992 -1.0000000180025095e-35 0.27552000000000004 -0.17699999999999996 0.040035000000000008 -1.0000000180025095e-35 -0.24154499999999998 -0.123625 -0.084389999999999979 -0.066704999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 6 17 -1 -2 -8 -7 18 16 -12 14 -9 15 -13 -4 -5 -10 -6 -17 -14
right_child=1 -3 10 4 19 8 7 13 9 -11 11 12 21 -15 -16 20 -18 -19 -20 -21 -22 -23
leaf_value=0.00042301163381820554 0.00069291483051516986 0.00015119543300089603 0.0010063154096703302 0.0009618856440515933 0.00051066587328483484 0.00052157473702142394 0.00027944890927845978 0.00045329546495664484 0.00081550221664624604 0.0006612873887134297 0.0010240424756916568 0.00072427846485487049 0.00073674525251245617 0.00062230556256999262 0.00073750629450836504 0.0009272019960728633 0.00086041669450265842 0.00082126943089159293 0.00095157004220897503 0.00062522963177497851 0.00084642965715012576 0.00068124340324033749
leaf_weight=76 84 94 98 61 56 60 92 85 59 82 62 52 60 73 97 71 52 52 53 82 830 53
leaf_count=76 84 94 98 61 56 60 92 85 59 82 62 52 60 73 97 71 52 52 53 82 830 53
internal_value=0 0.000535514 0.000810208 0.000597207 0.000722521 0.000655629 0.000502929 0.000438953 0.000725093 0.000787855 0.000847282 0.000833944 0.000823779 0.000531605 0.00083588 0.000845856 0.000955972 0.000897489 0.000880206 0.000578995 0.000852834 0.000711025
internal_weight=0 679 1705 585 251 330 334 250 254 194 1375 1225 1163 158 1050 953 150 113 112 138 901 113
internal_count=2384 679 1705 585 251 330 334 250 254 194 1375 1225 1163 158 1050 953 150 113 112 138 901 113
is_linear=0
shrinkage=0.0032998


Tree=8972
num_leaves=16
num_cat=0
split_feature=1 12 14 48 393 481 474 1446 1 11 0 4 0 160 15
split_gain=0.345433 0.173329 0.106828 0.092155 0.0808423 0.0696473 0.076073 0.06355 0.0562095 0.0910609 0.135023 0.0886359 0.0900899 0.036097 0.0314829
threshold=0.11156000000000001 0.10597500000000001 -0.075879999999999989 0.10078500000000001 0.092175000000000021 -0.085804999999999979 0.10523500000000001 0.086015000000000008 0.08801500000000001 0.086595000000000019 -0.031614999999999997 -0.46376499999999993 -0.089704999999999993 -0.026164999999999997 -0.077559999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 13 5 -1 7 8 11 10 -10 -7 -13 -4 -15
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 12 -14 14 -16
leaf_value=0.0096505418468443346 -0.0057355551928912176 -0.0088201590865268215 -0.0031273808696748516 0.0082087550520052281 -0.00063665966947889184 0.01219340543571964 0.011303180260839209 0.00066831555757988542 0.0037652501216454996 0.0098595548872777838 -0.0052626968992715052 0.0076764788285192884 0.0043420356142507806 1.8483361017935513e-05 0.0051161148009628453
leaf_weight=94 55 61 52 60 70 56 52 103 400 57 53 325 801 88 57
leaf_count=94 55 61 52 60 70 56 52 103 400 57 53 325 801 88 57
internal_value=0 -0.000612713 0.000986189 0.00243169 0.00495922 0.00516196 0.00493255 0.00474699 0.00499422 0.00350818 0.00270503 0.00563388 0.00530606 0.000663052 0.00203477
internal_weight=0 373 312 257 2011 1941 1847 1795 1692 510 453 1182 1126 197 145
internal_count=2384 373 312 257 2011 1941 1847 1795 1692 510 453 1182 1126 197 145
is_linear=0
shrinkage=0.16829


Tree=8973
num_leaves=22
num_cat=0
split_feature=1 2 4 2 2 2 480 41 12 13 12 4 130 2 4 13 150 13 159 42 12
split_gain=5.38347 1.19544 0.68463 0.459256 0.366298 0.716525 0.216332 0.129525 0.124618 0.118877 0.200735 0.121751 0.0977721 0.0918501 0.0798499 0.073914 0.0737417 0.0884489 0.0714569 0.067978 0.0676848
threshold=0.10141500000000002 0.14271500000000001 -0.021234999999999997 0.099325000000000011 0.10161500000000002 -1.0000000180025095e-35 -0.068944999999999992 0.07831500000000001 -1.0000000180025095e-35 0.039845000000000012 0.093595000000000025 0.0071200000000000005 -0.016449999999999996 0.11366500000000002 -0.35136499999999998 -0.044684999999999996 0.083895000000000011 -1.0000000180025095e-35 0.091005000000000016 0.065960000000000019 0.095165000000000013
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 6 5 -4 -1 9 -5 11 -11 12 -8 20 -2 -15 17 -6 -14 -13 -10
right_child=1 -3 4 8 16 -7 7 -9 13 10 -12 19 18 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0010590665199317897 0.00080432098236963938 0.00012647978147760597 0.00034974823751121381 0.00056267691695672877 0.00022956629054903037 0.00078849973064236737 0.00097929500134587657 0.0010065408349685624 0.00085441309070566492 0.00061473170421395568 0.00085819122234553468 0.00082802423558068572 0.00084094548087002008 0.0007572899094883572 0.00063807376508405998 0.00058417198567943843 0.00045100016245210283 0.00040249078085343023 0.00095147661978497175 0.00066401923398599644 0.00071970314934319702
leaf_weight=53 72 98 83 52 73 80 71 52 91 70 82 57 937 54 62 60 58 60 74 61 84
leaf_count=53 72 98 83 52 73 80 71 52 91 70 82 57 937 54 62 60 58 60 74 61 84
internal_value=0 0.000459536 0.000526348 0.000823887 0.000450045 0.000565303 0.000849529 0.000841594 0.000714225 0.000835223 0.000746303 0.000846457 0.000857648 0.000741371 0.000727664 0.000666484 0.000351499 0.000307842 0.000849071 0.000743541 0.000789954
internal_weight=0 586 488 1798 354 163 1457 1404 341 1352 152 1200 1082 289 134 114 191 133 1011 118 175
internal_count=2384 586 488 1798 354 163 1457 1404 341 1352 152 1200 1082 289 134 114 191 133 1011 118 175
is_linear=0
shrinkage=0.0032998


Tree=8974
num_leaves=18
num_cat=0
split_feature=4 1 3 39 147 133 13 402 400 130 50 15 52 52 15 4 15
split_gain=0.277078 0.109763 0.0967682 0.0898112 0.0758857 0.0720031 0.159589 0.0667006 0.0572557 0.06247 0.057189 0.0563955 0.0872161 0.0700222 0.0470819 0.0878282 0.0422796
threshold=0.24099500000000004 0.14310500000000001 -0.10468499999999999 0.088895000000000016 0.087210000000000024 -0.0082649999999999998 0.0083850000000000018 0.095250000000000015 -0.083304999999999976 0.0062100000000000011 0.041865000000000006 0.11822000000000001 0.40438500000000005 0.10671500000000002 -0.4680149999999999 0.30163500000000004 -0.036064999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 8 11 -1 10 -10 12 13 -7 -4 -16 -14
right_child=1 -3 14 -5 -6 7 -8 -9 9 -11 -12 -13 16 -15 15 -17 -18
leaf_value=0.0095747100834923816 -0.004858341851163744 -0.0076638079824107707 0.0068757289024769684 -0.00046491284279994089 -0.00092169155654083315 0.0057634283487947909 -0.0052465947980836168 0.011498114787153953 0.0035028581507968613 -0.00069298606113326743 0.0087008008933299307 0.00087495353462987697 0.0069947663232336624 0.0013984134408311386 0.0062570605176202002 -0.0022074421306881704 0.013853617448149676
leaf_weight=54 66 53 53 92 61 1032 54 55 271 74 78 72 53 117 56 91 52
leaf_count=54 66 53 53 92 61 1032 54 55 271 74 78 72 53 117 56 91 52
internal_value=0 -0.0006674 0.000719867 0.00465692 0.00489666 0.00508323 0.00340937 0.00572553 0.00439305 0.00372732 0.00466972 0.00548474 0.00574798 0.00532051 0.00256966 0.00100491 0.0104086
internal_weight=0 319 266 2065 1973 1912 531 1381 477 423 349 1326 1254 1149 200 147 105
internal_count=2384 319 266 2065 1973 1912 531 1381 477 423 349 1326 1254 1149 200 147 105
is_linear=0
shrinkage=0.16829


Tree=8975
num_leaves=19
num_cat=0
split_feature=1 124 147 1 12 47 13 49 13 1 12 1204 12 1 13 42 1 399
split_gain=4.53824 0.583173 0.418127 0.413844 0.246141 0.235372 0.202112 0.198237 0.166638 0.10163 0.135802 0.103908 0.0969024 0.0954013 0.0636505 0.0543732 0.0219497 0.0180262
threshold=0.10915500000000002 -0.043384999999999993 0.087210000000000024 0.12158500000000001 0.085090000000000013 0.085505000000000012 0.102565 0.11530000000000001 -0.11255999999999998 0.089710000000000026 0.089150000000000021 -1.0000000180025095e-35 0.10031500000000002 0.13686500000000004 -0.077849999999999989 -0.043469999999999995 0.093890000000000015 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -2 8 7 9 -5 11 16 17 -13 -10 -12 -8 -11 -3
right_child=3 2 -4 5 -6 -7 15 -9 13 10 14 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00054188967509097882 0.00042318485437442706 0.00088658759641117011 0.0005446306836448477 0.00038931866114849683 0.00067955235465427127 0.00048454584930072677 0.00074161815311897278 0.00066490918647511344 0.00027596936025796228 0.00062543578908120937 0.00091597126796380741 0.00084141450174826183 0.00073625051717914102 8.3794676310231306e-05 0.00078324334984734639 0.00060147723223431023 0.00072580110704306179 0.00098099674859534504
leaf_weight=103 101 56 69 63 70 66 78 89 55 52 63 998 112 59 132 56 63 62
leaf_count=103 101 56 69 63 70 66 78 89 55 52 63 998 112 59 132 56 63 62
internal_value=0 0.000784546 0.000798185 0.000403661 0.000528337 0.000315782 0.000808099 0.000818355 0.000252654 0.000827212 0.000772413 0.000841016 0.000830835 0.00017682 0.000826305 0.000683315 0.000680725 0.000936491
internal_weight=0 1933 1830 414 171 243 1761 1627 177 1538 310 1228 1110 114 195 134 115 118
internal_count=2347 1933 1830 414 171 243 1761 1627 177 1538 310 1228 1110 114 195 134 115 118
is_linear=0
shrinkage=0.0032998


Tree=8976
num_leaves=26
num_cat=0
split_feature=4 3 3 10 3 4 123 2 4 3 2 13 2 52 4 3 15 1446 12 13 131 403 131 42 133
split_gain=7.03981 2.51118 1.23135 0.710916 0.48774 0.480549 0.361225 0.260828 0.234807 0.442347 0.197385 0.167396 0.139332 0.136325 0.13243 0.112628 0.100742 0.072229 0.0534468 0.0495283 0.0452493 0.0643857 0.0473478 0.0347805 0.0220945
threshold=0.30163500000000004 -0.069254999999999997 0.25468500000000005 -1.0000000180025095e-35 -0.13795999999999997 -0.078454999999999983 1.0000000180025095e-35 0.10774000000000002 -0.069734999999999978 0.086245000000000016 0.10527500000000002 -0.088854999999999976 0.10124000000000001 0.047850000000000011 0.51136500000000018 -0.116045 0.084150000000000016 0.037915000000000011 0.097060000000000021 -0.017484999999999997 0.088610000000000008 -0.070299999999999987 0.096160000000000009 -0.027829999999999997 0.11370000000000001
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=1 5 3 -3 -2 11 7 8 -5 -10 15 -1 16 -9 -6 -7 -13 20 -12 24 21 -17 -22 -21 -18
right_child=4 2 -4 6 14 10 -8 13 9 -11 18 12 -14 -15 -16 17 19 -19 -20 23 22 -23 -24 -25 -26
leaf_value=0.0017154448482279451 0.0011256338771855538 0.00094996076657618341 0.0007759008546227603 0.0016127007480175755 0.00086907693724086444 0.0016426917956886037 0.0011402773371410558 0.0011465293577348761 0.001489284110541098 0.0011441755328136533 0.0014157737851614696 0.0016864864977551382 0.0014069080177385484 0.0013829529547383628 0.00069272541384118175 0.0013721956351031219 0.0015485199752499515 0.0015673423148707456 0.0012596288308528499 0.0015607816943727178 0.0013403332967609298 0.0014949243298027143 0.0014723828434217232 0.00165973841798847 0.0014499260155210866
leaf_weight=102 61 54 52 73 101 52 75 60 143 58 54 93 58 53 92 61 84 95 57 160 71 433 70 73 62
leaf_count=102 61 54 52 73 101 52 75 60 143 58 54 93 58 53 92 61 84 95 57 160 71 433 70 73 62
internal_value=0 0.0014492 0.00126154 0.00131042 0.000867093 0.00151907 0.00135247 0.0013935 0.00144937 0.00138988 0.00146926 0.00158938 0.00156505 0.00125773 0.000785196 0.00148815 0.00158441 0.00147709 0.00133591 0.00155927 0.00146353 0.00147984 0.00140614 0.00159194 0.00150689
internal_weight=0 2093 568 516 254 1525 462 387 274 201 893 632 530 113 193 782 472 730 111 379 635 494 141 233 146
internal_count=2347 2093 568 516 254 1525 462 387 274 201 893 632 530 113 193 782 472 730 111 379 635 494 141 233 146
is_linear=0
shrinkage=0.0032998


Tree=8977
num_leaves=20
num_cat=0
split_feature=4 42 1 132 3 51 39 13 155 3 13 13 13 13 151 49 4 3 0
split_gain=0.168956 0.153549 0.118478 0.0807457 0.106585 0.0932926 0.0550356 0.0633317 0.0548126 0.0568921 0.0819927 0.0794222 0.0713718 0.075208 0.0508143 0.0439271 0.0652614 0.0401772 0.0191877
threshold=-0.047309999999999998 0.11497500000000001 0.10797500000000002 0.098425000000000012 -0.012374999999999999 -0.065539999999999987 1.0000000180025095e-35 0.098080000000000014 0.086015000000000022 -0.13088999999999998 0.055020000000000006 -0.092879999999999976 -0.088854999999999976 -0.013359999999999999 -0.088054999999999981 -0.062709999999999974 0.064645000000000022 -0.12595999999999999 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 6 -6 7 14 9 -1 11 -11 -13 -14 -2 -7 -17 -16 -18
right_child=1 -3 -4 -5 5 15 -8 -9 -10 10 -12 12 13 -15 17 16 18 -19 -20
leaf_value=0.010958334329376651 0.0014261840605068906 -0.0040217732402954556 0.014509849798587307 0.0099045160872837257 -0.0047086616920180386 0.0063006163789091725 0.009238074238557669 -0.00072040972509939446 0.0015728215714351707 0.0012452248341034212 0.0012730926567863364 0.013402685168630829 0.0053142579874222353 0.0090168975947758374 0.010168655613218173 -0.0026397995753378858 0.006040264532170019 0.0052291639549361174 0.0019616637315757433
leaf_weight=85 94 64 55 72 56 75 83 57 62 65 82 53 360 279 52 70 57 545 81
leaf_count=85 94 64 55 72 56 75 83 57 62 65 82 53 360 279 52 70 57 545 81
internal_value=0 0.00400215 0.00688195 0.00441707 0.00407784 0.00155535 0.00510471 0.00464366 0.00645464 0.00678026 0.00635484 0.00690293 0.00743177 0.00693372 0.00508874 0.00280123 0.00153079 0.00566241 0.00365932
internal_weight=0 1306 1041 1242 1170 339 831 748 986 924 839 757 692 639 691 283 208 597 138
internal_count=2347 1306 1041 1242 1170 339 831 748 986 924 839 757 692 639 691 283 208 597 138
is_linear=0
shrinkage=0.16829


Tree=8978
num_leaves=28
num_cat=0
split_feature=4 130 1 43 132 39 160 151 1 4 43 1 1212 133 133 40 4 4 0 0 133 156 4 4 1 403 43
split_gain=0.117287 0.109742 0.0962416 0.0743322 0.087119 0.0831157 0.0728489 0.0791481 0.0763604 0.128771 0.0615294 0.0725675 0.0597948 0.0593231 0.111922 0.0582958 0.0486675 0.0507088 0.0462072 0.0396044 0.0570569 0.0488705 0.0308645 0.0268725 0.026146 0.0254668 0.0181865
threshold=-0.060264999999999992 -0.077029999999999987 0.10720500000000001 -0.082739999999999994 0.012535000000000003 0.087150000000000019 -0.24131999999999995 0.055020000000000006 0.092900000000000024 -0.0086449999999999982 -0.20207499999999998 0.082265000000000019 0.086995000000000017 0.11269500000000002 0.026115000000000003 -0.041534999999999996 -0.012889999999999999 -0.025139999999999999 -0.084794999999999995 -0.071719999999999992 -0.021469999999999996 0.089770000000000016 0.0045450000000000013 -0.0083249999999999973 0.089475000000000013 0.016565000000000003 -0.094134999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 5 6 16 22 8 9 -8 -1 12 13 14 25 -10 17 -3 -14 20 -13 -21 -5 -18 -22 -12 -25
right_child=1 3 -4 4 -6 -7 7 -9 15 -11 11 19 18 -15 -16 -17 23 -19 -20 21 24 -23 -24 26 -26 -27 -28
leaf_value=0.00037653954657216666 -0.0040305765247177555 0.003380872446279408 0.012672574910191253 0.0036785060018817619 0.0076311654516716017 0.011804231513345363 -0.0025575689042907561 0.0077730811750734942 0.0034672265107298962 0.0047399002431868422 0.008738968145320325 0.0061912819404366702 -0.00011453846250686573 0.0042208467238377626 0.016090405196214165 -0.0020228602457810288 0.00025463694108873833 0.010365893263278528 0.0062960364095150725 0.0092394975890464307 0.0025655227368635348 0.002214378693459551 0.0093304888749361058 0.0022058909517617786 -0.002454855339650988 0.00520953574920467 0.0060485601147632177
leaf_weight=65 54 53 55 61 98 54 92 56 71 265 185 62 52 98 53 238 66 69 80 63 55 52 52 64 63 89 82
leaf_count=65 54 53 55 61 98 54 92 56 71 265 185 62 52 98 53 238 66 69 80 63 55 52 52 64 63 89 82
internal_value=0 0.00338966 0.0058106 0.00369434 0.00287633 0.00565673 0.00231613 0.00169086 0.00117675 0.00285429 0.00539707 0.00577798 0.00691187 0.00788749 0.00898086 -0.00075557 0.00465744 0.00734614 0.00375705 0.00363097 0.00205726 0.00607854 0.00629532 0.00310169 -9.96233e-05 0.0075991 0.00437641
internal_weight=0 1375 972 1321 933 388 835 722 666 357 917 852 557 425 327 309 334 122 132 295 180 115 113 212 118 274 146
internal_count=2347 1375 972 1321 933 388 835 722 666 357 917 852 557 425 327 309 334 122 132 295 180 115 113 212 118 274 146
is_linear=0
shrinkage=0.16829


Tree=8979
num_leaves=17
num_cat=0
split_feature=1 147 15 14 0 0 49 15 1 13 13 1 40 50 48 15
split_gain=3.21092 0.442891 0.316371 0.314642 0.297823 0.232493 0.206663 0.175808 0.113028 0.206115 0.110312 0.106108 0.0910104 0.0961036 0.0468288 0.0182338
threshold=0.10915500000000002 0.089365000000000014 -0.083029999999999979 0.054835000000000009 -0.13314999999999996 -0.096594999999999986 0.097940000000000013 -0.10981499999999998 0.12158500000000001 -0.11255999999999998 -0.076289999999999983 0.12282000000000001 -0.012109999999999998 0.11875500000000001 0.093440000000000009 -0.069929999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 7 -4 12 -1 -2 -10 -8 -7 -6 14 -14 -12
right_child=2 -3 5 -5 6 11 10 -9 9 -11 15 -13 13 -15 -16 -17
leaf_value=0.00063305398459068151 0.00033346029928544039 0.00033924539504418249 0.00024473486305719009 0.00084618775567350227 0.00053766374616347234 0.00060557914273338931 0.00065548797731276875 0.0003925851438059192 0.0003382546351654424 9.3362873021691104e-05 0.00052642524029080349 0.00039878387191811089 0.00067438887485183892 0.00053113702822596041 0.00059166120839400642 0.00043769382643602135
leaf_weight=55 87 55 54 79 69 60 59 87 60 101 54 52 1263 60 87 65
leaf_count=55 87 55 54 79 69 60 59 87 60 101 54 52 1263 60 87 65
internal_value=0 0.000632477 0.000312076 0.000641046 0.000632018 0.000423841 0.000644512 0.000485973 0.000237123 0.000184846 0.000537198 0.000509882 0.000657404 0.000663239 0.000669084 0.000478255
internal_weight=0 1933 414 1878 1799 166 1657 142 248 161 178 112 1479 1410 1350 119
internal_count=2347 1933 414 1878 1799 166 1657 142 248 161 178 112 1479 1410 1350 119
is_linear=0
shrinkage=0.0032998


Tree=8980
num_leaves=18
num_cat=0
split_feature=3 123 15 3 14 49 15 156 49 133 43 13 160 133 3 16 50
split_gain=3.15601 1.56248 0.640211 0.468168 0.373796 0.314002 0.190869 0.166641 0.141538 0.123763 0.119195 0.106689 0.149251 0.0762172 0.0708485 0.0686803 0.0574113
threshold=0.30112000000000005 0.083715000000000026 -0.37478999999999996 -0.081224999999999978 0.076175000000000007 0.13786000000000001 -0.26424499999999995 0.08956500000000002 -0.047749999999999994 0.087950000000000014 -0.080659999999999996 -0.066934999999999981 0.051820000000000005 -0.14816999999999997 -0.090769999999999976 -0.0098949999999999975 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 -3 11 14 13 -8 16 -13 -10 -4 -11 -5
right_child=-2 6 3 5 -6 -7 10 -9 9 15 -12 12 -14 -15 -16 -17 -18
leaf_value=0.00045192183482793084 0.00010591960534937207 0.00026334130847163121 0.00057587121350715829 0.00070554327945126203 0.0010681229940391931 0.0004457566645618951 0.00040117800682502739 0.00084064042770623201 0.00093504203794478953 0.00077154479249951641 0.00061316629745104671 0.0006205252308584306 0.00079378234706381924 0.00080673422592888089 0.00075163195859298375 0.0006470805238113854 0.00079739759212550936
leaf_weight=83 98 60 52 289 53 53 69 96 59 142 52 307 68 625 54 81 111
leaf_count=83 98 60 52 289 53 53 69 96 59 142 52 307 68 625 54 81 111
internal_value=0 0.000711247 0.000736941 0.000748811 0.000796158 0.00069415 0.000416778 0.000709224 0.000781894 0.00079543 0.000492572 0.0006929 0.000652036 0.000817853 0.000665742 0.000726494 0.000731121
internal_weight=0 2254 2073 1990 1066 924 181 871 1013 907 121 775 375 684 106 223 400
internal_count=2352 2254 2073 1990 1066 924 181 871 1013 907 121 775 375 684 106 223 400
is_linear=0
shrinkage=0.0032998


Tree=8981
num_leaves=16
num_cat=0
split_feature=12 11 0 16 43 12 13 475 12 0 43 13 401 2 160
split_gain=0.20942 0.202859 0.142663 0.121978 0.114529 0.089801 0.0830155 0.0652478 0.0714054 0.05534 0.0495007 0.0670751 0.0584907 0.0490195 0.0335383
threshold=-0.077034999999999978 0.08326500000000002 -0.068669999999999995 0.0045450000000000013 -0.073404999999999984 0.12594000000000002 -0.16392499999999996 -0.077819999999999986 0.088035000000000016 -0.026509999999999995 0.0049250000000000014 -0.012899999999999998 0.076785000000000006 0.097360000000000016 -0.013084999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 -3 -1 6 -2 8 14 10 12 -12 -9 -11 -8
right_child=1 3 -4 -5 -6 -7 7 9 -10 13 11 -13 -14 -15 -16
leaf_value=-0.00094445285409334534 -0.00065459887841158755 0.017991284905374279 -0.0056360864546533222 0.0069885165130609281 0.0081080410110475985 0.011048916245587676 0.0034300136057266346 0.0045940063595597573 0.011845677278599835 0.0041146354111022158 0.0039786743495965312 -0.0023927094816388805 0.0080495480668233942 -0.0029248275703492401 0.0087152659867399847
leaf_weight=94 85 52 86 65 68 61 97 1088 71 58 197 61 161 54 54
leaf_count=94 85 52 86 65 68 61 97 1088 71 58 197 61 161 54 54
internal_value=0 0.0050742 -8.92549e-05 0.011894 0.00284427 0.00467172 0.00446881 0.00470634 0.0074233 0.00433268 0.00460113 0.0024653 0.00504087 0.000704568 0.005332
internal_weight=0 2104 248 117 162 1987 1926 1841 222 1619 1507 258 1249 112 151
internal_count=2352 2104 248 117 162 1987 1926 1841 222 1619 1507 258 1249 112 151
is_linear=0
shrinkage=0.16829


Tree=8982
num_leaves=11
num_cat=0
split_feature=3 14 3 2 15 2 49 3 3 3
split_gain=0.241296 0.140212 0.0822427 0.0964056 0.0656413 0.0592283 0.0438949 0.076636 0.0491292 0.0668251
threshold=0.31534000000000006 -0.10708499999999999 -0.13088999999999998 0.086165000000000005 -0.26424499999999995 0.10575500000000002 0.14321000000000003 0.12745000000000004 0.10323000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 7 8 9 -6
right_child=-2 2 4 5 6 -7 -8 -9 -10 -11
leaf_value=0.010583487049881778 -0.0061008820752497554 0.012105645112902437 -0.0017549072470325977 0.001170996773589602 0.0034406676095470909 0.007782201572459695 -0.00068330608145790743 0.009659056452980817 -0.0014983233938493173 0.0075881867783723841
leaf_weight=90 68 69 66 77 1608 78 64 61 52 119
leaf_count=90 68 69 66 77 1608 78 64 61 52 119
internal_value=0 0.00406204 0.0037937 0.00685742 0.00344443 0.00450952 0.0036256 0.00377645 0.00357374 0.0037275
internal_weight=0 2284 2194 224 1970 155 1904 1840 1779 1727
internal_count=2352 2284 2194 224 1970 155 1904 1840 1779 1727
is_linear=0
shrinkage=0.16829


Tree=8983
num_leaves=22
num_cat=0
split_feature=1 3 39 12 3 0 52 1 14 0 1 475 3 0 12 3 0 15 4 0 15
split_gain=5.11059 1.28496 0.697395 0.623781 0.397304 0.245935 0.189817 0.16917 0.158142 0.247554 0.277709 0.156275 0.129689 0.149662 0.104239 0.0857522 0.0764905 0.0649184 0.0674231 0.0559789 0.0534339
threshold=0.10932500000000002 0.31400500000000003 0.081875000000000017 0.085090000000000013 0.10812000000000001 -0.076539999999999983 -0.082354999999999984 0.11869500000000001 0.062655000000000016 -0.10023499999999998 0.085720000000000005 -0.082904999999999993 0.077930000000000013 -0.026509999999999995 0.089765000000000025 -0.064674999999999983 -0.11327499999999999 -0.032704999999999991 -0.079764999999999989 -0.078269999999999992 0.087315000000000018
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=2 3 4 12 5 8 -4 -5 9 10 16 -7 13 -2 20 17 -1 -13 -19 -16 -11
right_child=1 -3 6 7 -6 11 -8 -9 -10 14 -12 15 -14 -15 19 -17 -18 18 -20 -21 -22
leaf_value=0.00085290344713480598 0.00015036729007746055 -9.7685369615050572e-05 0.00062755358803006235 0.00071891210344032482 0.00046643636273367164 0.00085256136712348954 0.00036336644325517958 0.0004736192932291578 0.00093260292057097593 0.00082278349335257385 0.00050956242035421419 0.00060831841168809729 0.00039885482591664771 0.00037344825053266294 0.00071472101972594774 0.00055772091070793468 0.00067334230637766548 0.00077987940880873483 0.00066279278291079885 0.00083462347984877372 0.00074969498116683915
leaf_weight=55 88 67 54 58 57 53 68 68 65 547 84 96 85 53 281 77 55 101 132 55 153
leaf_count=55 88 67 54 58 57 53 68 68 65 547 84 96 85 53 281 77 55 101 132 55 153
internal_value=0 0.000320743 0.000722902 0.000400488 0.000739206 0.000748051 0.000480591 0.000586811 0.000771521 0.00076298 0.000653697 0.000681756 0.000296452 0.00023447 0.00078341 0.000659373 0.000763443 0.000683056 0.000713698 0.000734453 0.000806859
internal_weight=0 419 1933 352 1811 1754 122 126 1295 1230 194 459 226 141 1036 406 110 329 233 336 700
internal_count=2352 419 1933 352 1811 1754 122 126 1295 1230 194 459 226 141 1036 406 110 329 233 336 700
is_linear=0
shrinkage=0.0032998


Tree=8984
num_leaves=25
num_cat=0
split_feature=3 12 16 12 1 3 1 1 3 40 12 12 400 157 3 12 160 1 16 16 1456 1213 130 16
split_gain=0.186228 0.110235 0.139809 0.133072 0.134887 0.128016 0.113725 0.104293 0.0971202 0.121312 0.0825672 0.0693545 0.0712527 0.0565062 0.0575606 0.0501782 0.0453645 0.040183 0.0366006 0.0296222 0.0264936 0.0253744 0.0465948 0.0145224
threshold=0.31534000000000006 0.083795000000000022 0.0023100000000000004 0.08073000000000001 0.093575000000000019 -0.12077499999999998 0.079415000000000013 0.10662500000000001 -1.0000000180025095e-35 -0.068949999999999997 0.093225000000000016 0.089765000000000025 -1.0000000180025095e-35 -0.06588999999999999 -0.055009999999999996 0.11351500000000002 -0.066494999999999985 0.11323000000000001 0.26676500000000009 0.0060650000000000009 0.084020000000000011 -0.011424999999999999 1.0000000180025095e-35 -0.088629999999999987
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 2 3 4 6 7 -1 10 9 -6 -3 19 -13 -14 15 -15 -4 -10 -18 20 21 23 -23 -7
right_child=-2 5 16 -5 8 11 -8 -9 17 -11 -12 12 13 14 -16 -17 18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.00042708376251747508 -0.0050532991719966398 0.01042743831896718 0.0017232918211611886 -0.0056481247059088045 0.00034482615112474288 0.006686308361034541 0.010350412889180602 0.015184528117887978 0.0058726756030545472 -0.0098680007543344352 0.0016963362151929898 -0.0020891743951952715 -0.0015776360725726431 0.0039943997161435542 0.0088667662344199347 -0.0010130871959250672 0.010196105933768395 5.837345517021246e-05 0.0045627196438299891 0.0018332954973931366 0.00243207452380158 0.0061391709598263202 0.011630211989572503 0.0032676878953358047
leaf_weight=57 68 64 52 81 89 54 78 53 66 52 60 70 56 519 62 63 73 70 62 62 63 313 52 113
leaf_count=57 68 64 52 81 89 54 78 53 66 52 60 70 56 519 62 63 73 70 62 62 63 313 52 113
internal_value=0 0.00387279 0.00207237 0.000582165 0.00181141 0.00463494 0.00617387 0.00891248 -0.00030821 -0.00340886 0.0062172 0.00410311 0.00301406 0.00352695 0.00397362 0.00344927 0.00599149 0.00289323 0.00762223 0.00537673 0.00574294 0.00613164 0.00692638 0.00438387
internal_weight=0 2284 680 493 412 1604 135 177 277 141 124 1427 770 700 644 582 187 136 135 657 595 532 365 167
internal_count=2352 2284 680 493 412 1604 135 177 277 141 124 1427 770 700 644 582 187 136 135 657 595 532 365 167
is_linear=0
shrinkage=0.16829


Tree=8985
num_leaves=21
num_cat=0
split_feature=12 10 3 15 3 43 16 3 50 0 0 475 12 156 16 1447 155 43 16 0
split_gain=5.86888 0.947886 0.869225 1.04815 0.693194 0.485504 0.427434 0.355782 0.317195 0.309775 0.213619 0.171849 0.167473 0.146919 0.142603 0.126454 0.109079 0.0887781 0.0717238 0.0379009
threshold=0.054520000000000006 -1.0000000180025095e-35 0.11745500000000002 -0.2987999999999999 -0.065259999999999999 0.015110000000000002 -0.18776499999999999 -1.0000000180025095e-35 -0.16990499999999997 -0.061994999999999995 -0.11169999999999998 -0.080874999999999989 0.092150000000000024 0.087400000000000019 -0.081634999999999985 -0.085949999999999985 0.088740000000000013 -0.45516499999999999 0.22945500000000005 -0.082454999999999987
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 -1 3 -3 6 -6 12 9 -8 -5 -4 13 -2 19 -9 -13 17 -17 -16 -10
right_child=4 2 10 7 5 -7 8 14 11 -11 -12 15 -14 -15 18 16 -18 -19 -20 -21
leaf_value=0.00030220503617784885 0.00091346976421510437 0.00039008604941499742 0.00034377857123147075 0.00081426398590026742 0.00057851208229293147 0.00095502150086249418 0.00075543669991373315 0.00078400679830738869 0.0012389684010277334 0.00050529002848880358 0.00060910623738324597 0.001164693402518395 0.00065749376119118678 0.00099143970585952729 0.001078287197095983 0.0011199522949281204 0.0011276447873301151 0.00098030317090237393 0.00090280119952182783 0.0011120780507184558
leaf_weight=97 64 77 94 103 79 72 53 53 67 55 52 53 52 75 59 56 68 1039 52 57
leaf_count=97 64 77 94 103 79 72 53 53 67 55 52 53 52 75 59 56 68 1039 52 57
internal_value=0 0.000603424 0.000656971 0.000736817 0.000972887 0.000758273 0.000993324 0.000819621 0.00100865 0.000706933 0.00043852 0.00101811 0.000799026 0.00110969 0.000927972 0.0010031 0.000995703 0.000987477 0.000996395 0.00118092
internal_weight=0 642 545 399 1735 151 1584 322 1468 158 146 1415 116 199 164 1216 1163 1095 111 124
internal_count=2377 642 545 399 1735 151 1584 322 1468 158 146 1415 116 199 164 1216 1163 1095 111 124
is_linear=0
shrinkage=0.0032998


Tree=8986
num_leaves=16
num_cat=0
split_feature=475 49 484 52 16 1455 43 3 42 43 10 52 4 4 49
split_gain=0.0758694 0.0803848 0.0637668 0.0601543 0.0894316 0.0945869 0.0649287 0.0777075 0.0735132 0.0700438 0.101467 0.0525874 0.036217 0.0631149 0.0340196
threshold=-0.0029899999999999996 -0.0082999999999999984 0.088435000000000014 -0.41304999999999997 0.38845000000000002 -1.0000000180025095e-35 -0.24238999999999997 -0.15500999999999998 -0.042074999999999994 0.055170000000000004 -0.014199999999999999 0.11037500000000001 -0.34140499999999996 -0.011809999999999999 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 14 5 -5 8 -8 -7 10 -9 -11 -3 -14 -2
right_child=3 2 -4 4 -6 6 7 9 -10 11 -12 -13 13 -15 -16
leaf_value=0.01048752679862739 0.0092662914554864119 0.0072073125294101472 0.0098839839084981854 0.010025075945641138 -0.0022552300560224111 0.0031509754401020202 -0.002989495317680513 -0.0040547149082678464 0.011729337394615376 0.0045092863091402754 0.0030772936250058891 0.010304077367039487 -0.0015358139369798928 0.0050708938441957133 0.0037737507790844929
leaf_weight=93 79 55 55 62 78 61 58 59 54 213 1231 57 72 94 56
leaf_count=93 79 55 55 62 78 61 58 59 54 213 1231 57 72 94 56
internal_value=0 0.00619252 0.00473878 0.00355833 0.00330922 0.00355202 0.0033194 0.00304286 0.0071947 0.00326829 0.00274971 0.00573929 0.00345017 0.00219451 0.00700121
internal_weight=0 369 276 2008 1873 1795 1733 1618 115 1560 1290 270 221 166 135
internal_count=2377 369 276 2008 1873 1795 1733 1618 115 1560 1290 270 221 166 135
is_linear=0
shrinkage=0.16829


Tree=8987
num_leaves=22
num_cat=0
split_feature=1 1 12 123 4 2 39 14 12 2 4 51 2 0 0 42 0 0 475 43 0
split_gain=9.68875 1.59359 0.659648 0.6047 0.388547 0.359021 0.339972 0.301783 0.191865 0.150852 0.148371 0.120179 0.0932185 0.139906 0.126171 0.0902661 0.0661729 0.0790874 0.0815193 0.0660037 0.0249936
threshold=0.104035 0.12337000000000002 0.023990000000000004 1.0000000180025095e-35 0.055260000000000011 0.14307 0.087690000000000004 0.062655000000000016 -1.0000000180025095e-35 0.090225000000000014 0.022635000000000006 -0.0010099999999999998 0.098365000000000022 -0.073674999999999977 -0.010949999999999998 0.082115000000000007 -0.10490499999999998 -0.082234999999999989 -0.0029899999999999996 -0.040789999999999993 -0.07717499999999998
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 8 4 7 6 -3 9 -2 16 -4 20 13 -13 -14 -6 -1 18 -18 -19 -11
right_child=1 5 10 -5 15 -7 -8 -9 -10 11 -12 12 14 -15 -16 -17 17 19 -20 -21 -22
leaf_value=0.00066779995090948598 0.00015543839857095211 0.00029660715951298838 0.00070953874825710125 0.00045356123068888889 0.0005422461218519075 -0.00014059157501682297 -3.1828671505085993e-05 0.00099644006461947505 0.00037101373128883814 0.00086240312398691815 0.00046367687213094949 0.00067988252828093086 0.00068774381078203059 0.00087410768951527121 0.0004883555038486683 0.00068553954639495693 0.00089643204563595407 0.00070652533477267015 0.0007960919252664795 0.00080262963837913126 0.00076193993007996432
leaf_weight=53 86 67 58 77 98 89 70 63 96 52 52 164 109 56 53 102 116 184 492 153 87
leaf_count=53 86 67 58 77 98 89 70 63 96 52 52 164 109 56 53 102 116 184 492 153 87
internal_value=0 0.000230602 0.000391627 0.000741016 0.000753418 2.23963e-05 0.000128536 0.000770831 0.000269342 0.000761451 0.000593633 0.000715178 0.000684302 0.000729482 0.000622729 0.000615502 0.000785572 0.00079214 0.000815294 0.000750262 0.000799777
internal_weight=0 518 292 1859 1782 226 137 1582 182 1519 110 521 382 220 162 200 998 945 608 337 139
internal_count=2377 518 292 1859 1782 226 137 1582 182 1519 110 521 382 220 162 200 998 945 608 337 139
is_linear=0
shrinkage=0.0032998


Tree=8988
num_leaves=21
num_cat=0
split_feature=1 2 3 4 2 1 2 3 11 3 4 51 4 51 4 133 456 3 3 133
split_gain=10.0987 1.47485 1.03233 0.835347 0.482241 0.435892 0.287259 0.374387 0.25512 0.18768 0.19484 0.163782 0.140575 0.136939 0.167689 0.117388 0.145148 0.111069 0.0784789 0.0482311
threshold=0.104035 0.12551500000000002 -0.036004999999999988 0.26171000000000005 0.099145000000000025 0.13554500000000003 -1.0000000180025095e-35 0.11745500000000002 1.0000000180025095e-35 0.086245000000000016 -0.099704999999999974 0.035765000000000012 0.058330000000000007 -0.16381499999999996 -0.071519999999999986 0.08784500000000002 0.086080000000000004 -0.14619999999999997 -0.067429999999999976 0.40438500000000005
decision_type=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 4 8 -3 -4 -8 9 10 -1 12 13 -6 -15 16 -12 -2 -16 -17
right_child=1 5 6 -5 11 -7 7 -9 -10 -11 15 -13 -14 14 18 19 -18 -19 -20 -21
leaf_value=0.0009131772782479268 0.0007728141397849368 0.00046902214403273115 0.00036561853725906689 0.00067421637764853858 0.0011994476552762777 0.00013796060393131762 0.0007841345962368248 0.00042486202182451737 0.0013020007252463317 0.00093448465872425924 0.0011275573986477842 0.00080819469997806665 0.00087520362511118999 0.0008557028827444 0.0011699239926131718 0.0010406528576610706 0.0012880293012024662 0.00097055129449432893 0.00099057399284691906 0.0011303541603655616
leaf_weight=54 52 87 76 56 52 87 71 58 75 72 820 56 71 59 55 252 70 87 61 106
leaf_count=54 52 87 76 56 52 87 71 58 75 72 820 56 71 59 55 252 70 87 61 106
internal_value=0 0.000551633 0.000676941 0.00107278 0.00108514 0.000303694 0.000527673 0.000622874 0.00111199 0.0011016 0.00111081 0.00097515 0.00100641 0.00104729 0.00100187 0.00111933 0.00114022 0.000896831 0.00107591 0.00106731
internal_weight=0 518 344 1859 1803 174 205 129 1449 1374 1302 354 298 227 175 1248 890 139 116 358
internal_count=2377 518 344 1859 1803 174 205 129 1449 1374 1302 354 298 227 175 1248 890 139 116 358
is_linear=0
shrinkage=0.0032998


Tree=8989
num_leaves=28
num_cat=0
split_feature=4 43 13 13 159 43 4 4 0 3 150 474 474 16 4 14 0 13 16 43 13 13 0 3 43 43 15
split_gain=0.0808507 0.0844371 0.0748003 0.0749953 0.0858565 0.103525 0.154528 0.173792 0.0633986 0.0830057 0.0587437 0.0742218 0.0586918 0.0749284 0.0746887 0.0581573 0.0871495 0.117806 0.0529126 0.0600828 0.0489578 0.0452805 0.0383232 0.0259923 0.0247278 0.0201919 0.0169163
threshold=0.0099250000000000015 -0.078654999999999989 -0.16152999999999998 -0.0094049999999999984 0.092960000000000015 -0.23596999999999999 -0.047309999999999998 -0.0062699999999999987 0.0037850000000000002 -0.087414999999999979 0.083680000000000018 0.083760000000000015 0.085500000000000007 -0.010574999999999999 -0.080584999999999976 -0.31455999999999995 -0.16242999999999996 -0.10899499999999999 -0.052894999999999991 -0.068859999999999991 -0.050754999999999995 -0.0034149999999999996 -0.095104999999999981 -0.049204999999999992 -0.06513999999999999 -0.081324999999999995 -0.071614999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 -1 10 5 -5 8 -8 9 -7 12 -12 13 18 -15 -3 -17 -18 20 -20 -4 22 -19 26 -24 -16 -2
right_child=1 15 3 4 -6 6 7 -9 -10 -11 11 -13 -14 14 25 16 17 21 19 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=-0.00036153064894002334 0.003519588780634898 -0.00087578261644943574 0.0041770619872277892 0.0081416294459516984 0.010051765337361235 0.0026409826793605228 -0.0085116363271755379 0.0032969773462709446 0.00023067310097641509 0.008826599210291405 0.013710464366316923 0.0050936841699306106 0.0097466009129566402 -0.0024102269215326164 0.0065525753386384495 0.00025773788298597992 0.012197118286476577 -0.0003287961542567903 0.006147163104547969 0.013822042283764369 0.0078391128769717509 0.0078146420191948143 0.0073488742429265556 -0.0028652489509533134 0.0021442191358198685 0.002914751843012914 -0.00071144228756958475
leaf_weight=68 52 59 294 101 58 133 69 72 87 116 63 53 94 59 77 95 70 66 68 52 163 75 54 68 52 105 54
leaf_count=68 52 59 294 101 58 133 69 72 87 116 63 53 94 59 77 95 70 66 68 52 163 75 54 68 52 105 54
internal_value=0 0.00286963 0.00508467 0.00530831 0.00386443 0.00324045 0.0021989 -0.00246896 0.00416309 0.00552985 0.00619986 0.00978898 0.00574138 0.00527893 0.00277342 0.00404022 0.00474857 0.00608873 0.00632231 0.00948792 0.00548715 0.00435034 0.00282929 -0.000288714 0.0048126 0.0044637 0.00134721
internal_weight=0 645 1732 1664 636 578 477 141 336 249 1028 116 912 818 241 471 412 317 577 120 457 247 172 174 106 182 106
internal_count=2377 645 1732 1664 636 578 477 141 336 249 1028 116 912 818 241 471 412 317 577 120 457 247 172 174 106 182 106
is_linear=0
shrinkage=0.16829


Tree=8990
num_leaves=14
num_cat=0
split_feature=2 457 0 49 0 157 0 12 0 49 0 471 130
split_gain=0.139943 0.0932888 0.0818536 0.0794294 0.0688122 0.134495 0.217397 0.0682635 0.0394388 0.0952958 0.122935 0.0478218 0.0461764
threshold=0.13673000000000005 0.10487 0.13134000000000004 -0.15378499999999998 -0.029554999999999994 -0.0045449999999999996 0.053930000000000006 1.0000000180025095e-35 -0.11912999999999999 0.0062600000000000008 -0.14822499999999997 0.087265000000000023 0.0032450000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 -7 -2 9 10 -5 12 -10
right_child=7 -3 -4 4 5 6 -8 -9 11 -11 -12 -13 -14
leaf_value=0.0099310490614297874 0.0012202496048722197 -0.0030685192237115359 0.01048361508129164 0.0029815712103409523 0.0063789543263327577 -0.011061738855574816 0.0040353091303104308 -0.0060833318704745058 0.0048717670987339957 0.0068578474531853853 -0.0060649355162718443 -0.00056875418362490205 0.0023697920135759983
leaf_weight=59 102 54 54 131 67 52 56 56 1263 83 63 55 254
leaf_count=59 102 54 54 131 67 52 56 56 1263 83 63 55 254
internal_value=0 0.00382076 0.00399568 0.00382663 0.00364779 0.00044661 -0.00321701 -0.00135699 0.0039498 0.00208555 3.45272e-05 0.00427715 0.00445403
internal_weight=0 2191 2137 2083 2024 175 108 158 1849 277 194 1572 1517
internal_count=2349 2191 2137 2083 2024 175 108 158 1849 277 194 1572 1517
is_linear=0
shrinkage=0.16829


Tree=8991
num_leaves=17
num_cat=0
split_feature=1 0 132 3 1211 40 124 0 13 43 3 1204 474 4 474 1
split_gain=0.10241 0.119126 0.135241 0.0887822 0.0887201 0.0801801 0.0771077 0.0896051 0.19884 0.0700023 0.108783 0.066863 0.0569164 0.0806855 0.0425193 0.0348427
threshold=0.085810000000000011 -0.22607999999999998 0.082230000000000011 -0.24162499999999998 0.077345000000000011 -0.084904999999999994 -0.076779999999999987 -0.029554999999999994 -0.0095949999999999976 -0.46848499999999998 -0.14162499999999997 -0.082759999999999986 0.087035000000000015 -0.099704999999999974 0.083685000000000023 0.10962000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 9 -5 15 8 -8 -1 -11 -12 13 -13 -15 -7
right_child=1 2 -4 5 -6 6 7 -9 -10 10 11 12 -14 14 -16 -17
leaf_value=-0.0024234657186248017 -0.0047502847838161366 0.0095344486160595585 -0.0041387988591037638 -0.0032156850282874967 0.0089690272513797999 0.0040102983191580817 0.00080537064906501454 -0.0035797206618227422 0.0079046698766733637 0.01107620998117482 0.0089799580200578509 -0.0022089970561903712 -0.00099037322753794065 0.0035748108978578491 0.0084266914487146558 0.010106330493576912
leaf_weight=54 77 52 88 67 90 56 390 69 157 55 58 66 88 874 55 53
leaf_count=54 77 52 88 67 90 56 390 69 157 55 58 66 88 874 55 53
internal_value=0 0.00160426 0.00213118 0.00278705 0.00385304 0.00234177 0.00285784 0.00212358 0.0028463 0.00348325 0.00375145 0.0033968 0.00309613 0.00345936 0.00386399 0.00699091
internal_weight=0 1009 932 844 1340 792 725 616 547 1250 1196 1141 1083 995 929 109
internal_count=2349 1009 932 844 1340 792 725 616 547 1250 1196 1141 1083 995 929 109
is_linear=0
shrinkage=0.16829


Tree=8992
num_leaves=12
num_cat=0
split_feature=150 151 133 480 3 42 1453 157 50 133 52
split_gain=0.0876341 0.100039 0.087132 0.0738666 0.070349 0.0658965 0.0669365 0.0687398 0.0841775 0.0512327 0.033339
threshold=0.089155000000000012 0.0036750000000000007 -0.24124499999999996 -0.063594999999999985 -0.026769999999999999 -0.19327999999999998 -0.0087699999999999983 -0.21914999999999998 0.11028 -0.43387499999999996 -0.015069999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 10 -5 -7 -8 -9 -1 -2
right_child=4 -3 3 5 -6 6 7 8 -10 -11 -12
leaf_value=0.0040044605690362656 0.0047029967494755572 0.010035237416664207 -0.0037580291681011402 -0.0034026534294793417 -0.0042151047717174173 0.0073427162985517172 0.008304380712947982 0.0025216849244383971 -0.0020773470390027904 0.010619627446960281 -0.00079925097245532215
leaf_weight=87 60 52 56 53 96 81 54 1570 121 55 64
leaf_count=87 60 52 56 53 96 81 54 1570 121 55 64
internal_value=0 0.00273273 0.00254904 0.00225235 -0.000789192 0.00243243 0.00260278 0.00238173 0.00219154 0.00657933 0.00184864
internal_weight=0 2129 2077 1935 220 1879 1826 1745 1691 142 124
internal_count=2349 2129 2077 1935 220 1879 1826 1745 1691 142 124
is_linear=0
shrinkage=0.16829


Tree=8993
num_leaves=13
num_cat=0
split_feature=2 15 1375 48 1186 4 133 15 158 42 13 2
split_gain=0.0773211 0.119685 0.0639904 0.0705189 0.0767478 0.0804568 0.0446279 0.0457639 0.0477096 0.0280373 0.0426157 0.0221868
threshold=0.13673000000000005 -0.04174499999999999 -0.093609999999999985 -0.087924999999999989 0.0044650000000000011 -0.50388999999999984 -0.14816999999999997 -0.42075999999999997 0.098790000000000003 0.085075000000000026 -0.036584999999999993 0.15109000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 -4 5 -5 9 -8 -9 10 -7 -2
right_child=1 -3 3 4 -6 6 7 8 -10 -11 -12 -13
leaf_value=-0.0034501066531759119 -0.00075486358399171831 -0.0081160684514254029 0.0084190137295770962 0.0075931932351293681 -0.0027584016071755895 -0.00041005567719439441 -0.0020628767990669436 0.0018889200848263951 0.0053181438121606148 0.0076583387983113959 0.0058818679582026351 0.0041142093309753311
leaf_weight=54 52 53 54 83 83 52 76 1530 125 62 72 53
leaf_count=54 52 53 54 83 83 52 76 1530 125 62 72 53
internal_value=0 -0.00159083 0.00225761 0.00240268 0.00224585 0.00245443 0.002231 0.00196305 0.00214901 0.00471499 0.00322883 0.00168575
internal_weight=0 158 2191 2137 2083 2000 1917 1731 1655 186 124 105
internal_count=2349 158 2191 2137 2083 2000 1917 1731 1655 186 124 105
is_linear=0
shrinkage=0.16829


Tree=8994
num_leaves=23
num_cat=0
split_feature=1 0 0 401 3 3 0 15 43 1 13 15 1 1204 160 15 157 457 0 1 43 15
split_gain=0.0602092 0.0705598 0.0873537 0.0636748 0.140761 0.0756138 0.0596956 0.0549803 0.0695179 0.0621719 0.0908262 0.0479077 0.0623327 0.0432025 0.0385038 0.0465641 0.0386708 0.0434704 0.0350325 0.0489092 0.0329695 0.0326919
threshold=0.088340000000000016 -0.13972999999999997 -0.14822499999999997 0.082280000000000006 -0.14443999999999999 -0.086819999999999994 -0.22607999999999998 0.091475000000000015 0.03851000000000001 0.12048000000000002 -0.010739999999999998 -0.081479999999999983 0.10374500000000002 -0.082759999999999986 0.10323500000000001 0.101705 -0.087424999999999989 0.035070000000000011 0.048285000000000008 0.10327000000000001 -0.0044449999999999993 0.11614000000000001
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 6 4 -1 -5 -2 8 9 11 -11 12 -3 -6 15 16 -15 -18 19 -13 -7 -9
right_child=1 7 -4 5 13 20 -8 21 -10 10 -12 18 -14 14 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.010784491770772623 -0.0037117880735715141 0.0010247770017081017 -0.0078634189676189577 -0.0060144745374395656 0.0065537329944327068 0.0047383260673205668 0.0029068149946419497 -0.0036629386006406636 0.0072242702494747261 0.0021496042077175661 -0.006377110440990894 0.0017861884361422028 0.0085740239510784313 -0.0012844206351416312 -0.0011209448571016462 -0.0011743303531325181 0.0027084173213511023 0.0072493327194891408 0.004179954764895342 -0.0044405889506552417 -0.0012055705788079484 0.0016771653465367463
leaf_weight=59 70 56 55 53 66 53 86 85 67 82 62 114 71 62 95 93 822 65 77 52 52 52
leaf_count=59 70 56 55 53 66 53 86 85 67 82 62 114 71 62 95 93 822 65 77 52 52 52
internal_value=0 0.000605766 -0.00209634 0.00235134 0.00275041 -0.000824845 -5.15545e-05 0.00140234 0.00211879 0.00144979 -0.00150914 0.00260624 0.00525937 0.0023549 0.00210958 0.00240584 0.00275858 0.0030432 0.00121223 -0.000153546 0.00177757 -0.00162292
internal_weight=0 929 211 1420 1262 158 156 718 581 514 144 370 127 1203 1137 1042 949 887 243 166 105 137
internal_count=2349 929 211 1420 1262 158 156 718 581 514 144 370 127 1203 1137 1042 949 887 243 166 105 137
is_linear=0
shrinkage=0.16829


Tree=8995
num_leaves=17
num_cat=0
split_feature=1 10 52 124 1 0 52 4 15 14 13 49 0 0 4 0
split_gain=7.4709 1.31824 0.679862 0.571503 0.45616 0.371704 0.331574 0.278969 0.534999 0.233457 0.231797 0.211035 0.128732 0.102737 0.121001 0.0821403
threshold=0.10423500000000001 -1.0000000180025095e-35 -0.29521499999999995 -0.072314999999999977 0.14218000000000003 -0.029554999999999994 0.12469000000000001 0.029980000000000003 -0.21242999999999998 0.062655000000000016 0.039845000000000012 0.11580500000000001 -0.22607999999999998 -0.079249999999999987 0.056815000000000011 -0.055219999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 9 7 -4 -9 11 -7 12 -5 14 -14 -15
right_child=1 2 4 5 -6 10 -8 8 -10 -11 -12 -13 13 15 -16 -17
leaf_value=0.00073516742463986006 0.00019581418186479538 0.00097372002827809858 0.00040751453048176484 0.00086904628718807698 0.00030969541963390707 0.00097722096753102383 0.00086334955880632306 0.00047712541005659085 0.00083457690270328632 0.0012361494898986177 0.00070877452386434938 0.00086270825123090111 0.0010708922064915194 0.00097234753014041901 0.00095329416676208389 0.0011177268279712494
leaf_weight=82 91 56 73 52 57 80 56 95 89 61 65 85 922 328 113 53
leaf_count=82 91 56 73 52 57 80 56 95 89 61 65 85 922 328 113 53
internal_value=0 0.000556889 0.000633938 0.00100599 0.000582416 0.0010186 0.000631968 0.000581414 0.000650215 0.00103308 0.000857126 0.00102508 0.00103446 0.00104051 0.00105809 0.000992663
internal_weight=0 517 426 1841 370 1759 313 257 184 1614 145 1553 1468 1416 1035 381
internal_count=2358 517 426 1841 370 1759 313 257 184 1614 145 1553 1468 1416 1035 381
is_linear=0
shrinkage=0.0032998


Tree=8996
num_leaves=13
num_cat=0
split_feature=10 403 403 39 39 124 124 480 157 49 43 43
split_gain=0.149732 0.0862899 0.136725 0.0731713 0.0679806 0.0621062 0.0644785 0.0545971 0.0540812 0.0593325 0.0266742 0.0132466
threshold=-1.0000000180025095e-35 -0.092059999999999989 -0.23730999999999999 0.10166000000000001 0.085155000000000022 -0.082899999999999988 -0.027784999999999997 -1.0000000180025095e-35 -0.28320499999999993 -0.081019999999999981 -0.080044999999999991 -0.023454999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 5 -1 -3 -7 -8 -9 -10 -2 -12
right_child=1 3 -4 -5 -6 6 7 8 9 -11 11 -13
leaf_value=-0.0077087155922641514 -0.00014914905439798073 0.0076642564246624644 0.010787937903170898 -0.0030276348474613441 0.00014230738045755347 -0.0033926423225716243 -0.0019189206668438915 -0.0023268156090382381 -0.00061637056266319943 0.0032579612120406634 0.0058101285899556663 0.0022011048296802904
leaf_weight=53 56 67 95 67 75 52 72 56 120 1523 69 53
leaf_count=53 56 67 95 67 75 52 72 56 120 1523 69 53
internal_value=0 0.002818 0.00562585 0.00242539 -0.00309447 0.00261965 0.00243327 0.00260534 0.00279813 0.0029739 0.0028607 0.004257
internal_weight=0 2230 273 1957 128 1890 1823 1771 1699 1643 178 122
internal_count=2358 2230 273 1957 128 1890 1823 1771 1699 1643 178 122
is_linear=0
shrinkage=0.16829


Tree=8997
num_leaves=19
num_cat=0
split_feature=0 43 157 16 52 12 130 12 130 156 12 15 52 474 13 43 16 0
split_gain=0.105723 0.187765 0.137323 0.132004 0.0718553 0.0568384 0.0596942 0.0627634 0.0577922 0.0536604 0.0635623 0.0917346 0.0593405 0.0538297 0.0289982 0.0169092 0.0207207 0.0109387
threshold=0.0037850000000000002 -0.083944999999999978 -0.21128999999999998 0.034535000000000003 -0.14198999999999998 -0.10236499999999998 0.0016050000000000003 -0.085719999999999977 0.08610000000000001 0.087205000000000019 0.084055000000000005 -0.077134999999999995 -0.14715499999999998 0.084755000000000011 0.066460000000000019 -0.073404999999999984 -0.073309999999999986 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -4 7 -7 -8 10 11 -9 -12 17 15 -10 -17 -11
right_child=1 3 5 4 -6 6 8 9 14 13 12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0060743904385855748 -0.0096067349151804666 -0.0042862737809726175 0.0073987570308357243 0.00098137659860097646 0.0095659349418109763 -0.0019645527073992399 0.0094351335831098608 0.0017403787910243425 0.0049924491549840919 0.0041123938431518493 0.0057082897952514923 0.0071190740469099806 0.001612558941290644 -0.003198594786442621 0.0069871559489476176 0.0031754570319200955 -0.0011201839544618787 0.00064624161973420849
leaf_weight=52 58 71 70 60 52 100 59 167 56 52 113 197 919 92 54 80 52 54
leaf_count=52 58 71 70 60 52 100 59 167 56 52 113 197 919 92 54 80 52 54
internal_value=0 -0.00125896 0.00245643 0.00137697 0.00498311 0.00267212 0.00250537 0.0021154 0.00469414 0.00237248 0.00274031 0.00465631 0.00206277 -0.000211798 0.00353086 0.00252853 0.00146962 0.00236357
internal_weight=0 241 2117 183 112 2065 1995 1694 301 1594 1396 364 1032 198 242 188 132 106
internal_count=2358 241 2117 183 112 2065 1995 1694 301 1594 1396 364 1032 198 242 188 132 106
is_linear=0
shrinkage=0.16829


Tree=8998
num_leaves=22
num_cat=0
split_feature=4 12 13 43 13 49 52 52 13 4 15 52 12 43 1186 13 39 1429 0 43 13
split_gain=3.28025 0.904407 0.512894 0.370206 0.277287 0.259725 0.214269 0.284704 0.198427 0.162248 0.119753 0.11638 0.184011 0.229749 0.087669 0.0868853 0.0865925 0.0722102 0.0512284 0.0431526 0.0209374
threshold=0.36766000000000004 0.054520000000000006 -0.28558999999999996 -0.031974999999999996 -0.10899499999999999 -0.06017999999999999 0.047850000000000011 -0.089014999999999983 -0.081029999999999977 0.49433000000000005 -0.4666249999999999 0.11232500000000002 0.084055000000000005 -0.026594999999999997 1.0000000180025095e-35 -0.0076349999999999986 0.086670000000000011 0.084895000000000012 -0.11073999999999999 -0.076484999999999984 -0.077944999999999987
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 2 -1 16 -2 8 7 -5 -3 -6 -11 12 13 -7 17 19 -4 18 -14 -13 -21
right_child=4 5 3 6 9 11 -8 -9 -10 10 -12 15 14 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=0.00020472067738096052 7.0714781279541483e-05 0.00065057851593294585 0.00050014629734153511 0.00072591673336424689 0.00045389426540952161 0.00069363654548515246 0.00081575167130364514 0.00045723329140109675 0.00037599970457219536 0.00033580991723274859 0.00012668347658125896 0.00071511133295436291 0.0007759181548327779 0.00098012966872167303 0.00081849879969042409 0.00050244736324708838 0.00033855094663979641 0.00078586217170121435 0.00066527335274379552 0.00056204040397136307 0.00065709672154164178
leaf_weight=55 74 62 73 77 59 72 53 100 55 67 55 78 52 55 53 57 76 67 998 59 61
leaf_count=55 74 62 73 77 59 72 53 100 55 67 55 78 52 55 53 57 76 67 998 59 61
internal_value=0 0.000638042 0.000503526 0.000546795 0.000241511 0.000673 0.000630105 0.000574317 0.000521804 0.000311144 0.00024182 0.000684376 0.000697262 0.000817986 0.000684128 0.000618695 0.000417958 0.00067772 0.000670786 0.000651982 0.000610654
internal_weight=0 2103 434 379 255 1669 230 177 117 181 122 1552 1297 127 1170 255 149 1117 1050 198 120
internal_count=2358 2103 434 379 255 1669 230 177 117 181 122 1552 1297 127 1170 255 149 1117 1050 198 120
is_linear=0
shrinkage=0.0032998


Tree=8999
num_leaves=12
num_cat=0
split_feature=10 0 39 129 3 3 0 1452 0 15 1
split_gain=0.0975223 0.125303 0.0614593 0.0672794 0.0581305 0.0796612 0.0667869 0.055763 0.0468797 0.0458807 0.0249729
threshold=-1.0000000180025095e-35 -0.068669999999999995 0.10166000000000001 0.10412500000000001 -0.15078499999999997 -0.10237999999999998 0.062580000000000011 0.094585000000000016 -0.0076699999999999989 0.11568500000000001 0.077300000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 10 -2 8 9 -7 -6
right_child=2 -3 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=0.0026825480543222059 -0.003694139959012454 -0.0078474642971193206 -0.0024105141848556277 0.0084878727140622109 0.0088093231449557843 0.0026748564163047522 0.0032776891145443699 0.0078158843448823141 -0.0017329440382920229 -0.00094547449842125595 0.0039418938297606284
leaf_weight=67 89 61 71 54 74 1583 69 53 79 105 53
leaf_count=67 89 61 71 54 74 1583 69 53 79 105 53
internal_value=0 -0.00232163 0.00244823 0.00260884 0.00245717 0.00270928 -0.00063811 0.00242339 0.00226063 0.00244859 0.00679218
internal_weight=0 128 2230 2159 2105 1947 158 1820 1767 1688 127
internal_count=2358 128 2230 2159 2105 1947 158 1820 1767 1688 127
is_linear=0
shrinkage=0.16829


Tree=9000
num_leaves=22
num_cat=0
split_feature=1 1 12 4 16 4 1 52 52 0 0 12 12 0 0 43 1213 43 43 1 43
split_gain=3.35219 0.554057 0.372222 0.314577 0.297632 0.231102 0.200803 0.160949 0.137213 0.156496 0.117629 0.1043 0.0859195 0.232902 0.0993985 0.0625402 0.0569583 0.0559047 0.0553391 0.0475845 0.0435628
threshold=0.10808500000000001 0.13210500000000003 0.077755000000000005 -0.16772499999999999 0.11021500000000002 0.42953500000000006 0.095950000000000021 -0.023474999999999996 -0.15086999999999998 -0.061204999999999989 -0.11912999999999999 -0.007389999999999999 0.084115000000000009 -0.087404999999999997 -0.098179999999999976 -0.0049499999999999987 -0.09411499999999999 -0.078764999999999988 -0.081164999999999987 0.081755000000000008 -0.082144999999999982
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=2 4 3 -1 7 -3 11 -2 18 12 -9 -5 13 -10 15 -14 -16 -8 -4 -20 -18
right_child=1 5 8 6 -6 -7 17 10 9 -11 -12 -13 14 -15 16 -17 20 -19 19 -21 -22
leaf_value=0.00071556017485081141 0.00021140563263879377 0.00028119574483080671 0.0007819375405368668 0.00063198494952037838 0.00061906497794191094 3.9137955477251919e-05 0.00043300479273141628 0.00030040902108074182 0.00069850223099189547 0.00049454073052963247 0.000492349664477976 0.00046363207065982641 0.00062868089920129291 0.00041698136976676676 0.00073941210603952726 0.00047090032118875952 0.00061053822372717002 0.00027762146741335388 0.00061178291975789697 0.00074425562330417919 0.00066445412854850667
leaf_weight=72 72 82 93 76 52 91 52 66 64 91 77 91 61 66 92 55 244 53 71 59 671
leaf_count=72 72 82 93 76 52 91 52 66 64 91 77 91 61 66 92 55 244 53 71 59 671
internal_value=0 0.000299878 0.000619514 0.000520677 0.000394218 0.000154074 0.00046896 0.000339672 0.000641189 0.0006284 0.000404008 0.000540459 0.000638094 0.000555847 0.000647583 0.000554175 0.000658308 0.000354909 0.000718109 0.000672176 0.000650115
internal_weight=0 440 1911 344 267 173 272 215 1567 1344 143 167 1253 130 1123 116 1007 105 223 130 915
internal_count=2351 440 1911 344 267 173 272 215 1567 1344 143 167 1253 130 1123 116 1007 105 223 130 915
is_linear=0
shrinkage=0.0032998


Tree=9001
num_leaves=18
num_cat=0
split_feature=1 3 10 3 47 39 15 1 1 12 157 157 1 15 3 3 12
split_gain=3.39632 0.778289 0.501304 0.289602 0.208087 0.195678 0.165575 0.166006 0.127166 0.117507 0.102591 0.194659 0.0799167 0.0760035 0.199372 0.172059 0.0510302
threshold=0.10538500000000002 -0.06340999999999998 -0.011559999999999999 0.10323000000000002 0.10648500000000001 0.081875000000000017 -0.088709999999999983 0.11588000000000001 0.13301500000000002 0.11685000000000002 -0.084489999999999996 -0.080299999999999996 0.11224000000000002 0.03981500000000001 -0.116045 -0.15315499999999996 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 5 8 9 -2 -8 12 10 16 -12 -4 15 -15 -13 -1
right_child=1 2 4 -5 -6 -7 7 -9 -10 -11 11 13 -14 14 -16 -17 -18
leaf_value=0.00084809670941830048 0.00041743027856301347 -1.6781156309759926e-05 0.00025426551210928704 0.00043761206682171492 0.00050911729438068206 0.00053568365004958167 0.00076721368285798781 0.00050030499028992886 0.00017846178072685495 0.0005407949325780322 0.00050516712715249366 0.00048532790236681221 0.00040685550967960041 0.00090973443640064223 0.00069959243870943322 0.00068110983293935144 0.0007192495428893262
leaf_weight=66 63 53 67 57 58 101 52 52 79 60 65 55 90 54 734 562 83
leaf_count=66 63 53 67 57 58 101 52 52 79 60 65 55 90 54 734 562 83
internal_value=0 0.000367268 0.000277986 0.000670889 0.000331244 0.00067834 0.000552572 0.000634098 0.00028738 0.0006869 0.000692293 0.000683728 0.000341962 0.000691964 0.000714038 0.000663715 0.000776559
internal_weight=0 514 347 1837 294 1780 167 104 236 1679 1619 1470 157 1405 788 617 149
internal_count=2351 514 347 1837 294 1780 167 104 236 1679 1619 1470 157 1405 788 617 149
is_linear=0
shrinkage=0.0032998


Tree=9002
num_leaves=19
num_cat=0
split_feature=1 1 4 3 39 2 3 42 1456 2 1446 1213 1429 1 0 1456 3 4
split_gain=7.84966 1.61228 0.639716 0.541701 0.465455 0.437247 0.243703 0.344618 0.242333 0.20647 0.230379 0.194841 0.153577 0.145663 0.118 0.0980104 0.0797029 0.0754462
threshold=0.10538500000000002 0.12337000000000002 0.24099500000000004 -0.029309999999999996 0.081875000000000017 0.10575500000000002 0.30112000000000005 0.086700000000000013 -0.081149999999999986 0.098365000000000022 0.084285000000000013 -0.09411499999999999 0.084770000000000012 0.097195000000000017 -0.04478999999999999 -0.16480999999999998 0.0025650000000000004 0.058330000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 8 -2 7 -3 15 10 11 -10 -13 14 17 -1 -5 -11
right_child=1 6 -4 16 -6 -7 -8 -9 9 13 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0010060140601980418 0.0009527310758545136 0.0004791014846751216 0.00062382203821089951 0.00041139125709647995 0.00072112518527654257 0.00058202462347189292 0.00010354032050992424 0.00016454772447809847 0.0011002469492748964 0.00092441857639749981 0.0011261415164999964 0.00095614340767837371 0.00078222530798666265 0.0010270026634168949 0.00069416041863840647 0.0011924751749907213 0.00056900014211079032 0.00077271797459311131
leaf_weight=63 79 87 67 63 90 63 68 68 101 122 101 999 61 56 52 69 86 56
leaf_count=63 79 87 67 63 90 63 68 68 101 122 101 999 61 56 52 69 86 56
internal_value=0 0.000480366 0.000941847 0.000642236 0.000953865 0.000788511 0.000268979 0.000341331 0.000966312 0.00095457 0.000972959 0.000959602 0.000946168 0.000873306 0.000835731 0.00110375 0.000502597 0.00087689
internal_weight=0 514 1837 291 1770 142 223 155 1680 1548 1262 1161 1060 286 230 132 149 178
internal_count=2351 514 1837 291 1770 142 223 155 1680 1548 1262 1161 1060 286 230 132 149 178
is_linear=0
shrinkage=0.0032998


Tree=9003
num_leaves=22
num_cat=0
split_feature=4 3 13 4 3 13 13 0 52 3 13 3 11 4 160 3 13 1213 52 480 4
split_gain=8.64605 3.46378 0.733548 0.703133 0.344025 0.386555 0.334799 0.303595 0.359106 0.183642 0.18197 0.164872 0.164697 0.125734 0.160463 0.079464 0.0701483 0.061797 0.0697803 0.0422612 0.0214246
threshold=0.30163500000000004 -0.052614999999999995 -0.00038499999999999998 -0.049024999999999992 0.30112000000000005 -0.014114999999999997 -0.009244999999999998 -0.063914999999999986 -0.43163499999999994 0.092330000000000009 0.024780000000000003 -0.00094999999999999989 1.0000000180025095e-35 0.020345000000000005 -1.0000000180025095e-35 -0.0035149999999999995 1.0000000180025095e-35 -0.09411499999999999 -0.50149499999999991 0.08610000000000001 0.10896500000000002
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 7 4 -4 5 15 11 12 -9 -5 -10 -2 13 17 -15 -3 -8 -1 -19 -20 -16
right_child=6 2 3 9 -6 -7 16 8 10 -11 -12 -13 -14 14 20 -17 -18 18 19 -21 -22
leaf_value=0.00082838473604882024 2.8294858876561106e-05 0.00038268551916619209 0.00077599020153116443 0.00048749633456365182 4.0317770690002031e-05 0.00016004995340802085 0.00021714913742177096 0.00078008436299720251 0.00060073062612400112 0.00024571285468215343 0.000350131055240887 -0.00020007178700209982 0.00090690943192380565 0.00079562957317789171 0.0005363127574741812 0.00055930508222203144 5.0496253350571051e-05 0.00085869085629065932 0.00074053713315845181 0.00065713058409632601 0.00063307160146572772
leaf_weight=103 60 63 86 97 52 76 60 85 84 54 52 80 66 58 64 53 52 55 917 80 54
leaf_count=103 60 63 86 97 52 76 60 85 84 54 52 80 66 58 64 53 52 55 917 80 54
internal_value=0 0.000652494 0.000406476 0.000537389 0.000279174 0.00034368 5.48385e-06 0.000725609 0.000611067 0.000401264 0.000505172 -0.000101949 0.000743703 0.000735584 0.000651857 0.000463686 0.000140089 0.000748312 0.000740439 0.00073388 0.000580891
internal_weight=0 2099 481 237 244 192 252 1618 221 151 136 140 1397 1331 176 116 112 1155 1052 997 118
internal_count=2351 2099 481 237 244 192 252 1618 221 151 136 140 1397 1331 176 116 112 1155 1052 997 118
is_linear=0
shrinkage=0.0032998


Tree=9004
num_leaves=22
num_cat=0
split_feature=4 3 4 3 3 43 52 0 43 0 48 12 0 0 1456 4 0 151 12 52 51
split_gain=2.96353 1.06728 0.534486 0.432767 0.414908 0.395437 0.227218 0.338653 0.24522 0.197086 0.195514 0.118917 0.305273 0.102985 0.0792459 0.090406 0.0622058 0.056565 0.0530778 0.0327276 0.0279926
threshold=0.30163500000000004 -0.049204999999999992 -0.37983499999999992 0.11191000000000002 0.13772500000000001 -0.033174999999999989 -0.53937999999999986 -0.061994999999999995 -0.083464999999999998 -0.10803999999999998 0.086665000000000006 0.084115000000000009 -0.087404999999999997 -0.037224999999999994 -0.077349999999999988 0.032965000000000001 -0.22984499999999997 -0.083844999999999989 0.092495000000000008 0.0043000000000000009 -0.057464999999999995
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 6 -3 5 9 10 20 11 -9 -2 -4 12 -8 -11 19 17 -7 -16 -17 -13 -1
right_child=4 2 3 -5 -6 16 7 8 -10 13 -12 14 -14 -15 15 18 -18 -19 -20 -21 -22
leaf_value=0.00077551632970620707 0.00047820933226955074 0.00074103581003492327 0.00049978554015602959 0.00025271613139360915 1.2204199984288653e-05 0.00053735696680499631 0.00074722512706291739 0.00034049958642058822 0.00062844199560429951 0.00017849081952078262 0.00024884742154260444 0.00085189755088371961 0.0004357904163984695 0.00037058975986957785 0.00061480059755297746 0.00069462287192762406 0.00067888756233324484 0.00071221990336392527 0.00056565086421934746 0.00072660761436155077 0.00089322067712914032
leaf_weight=52 70 87 75 90 55 56 72 53 85 74 63 53 67 53 76 62 101 908 94 52 53
leaf_count=52 70 87 75 90 55 56 72 53 85 74 63 53 67 53 76 62 101 908 94 52 53
internal_value=0 0.000645239 0.000506804 0.000453783 0.000266274 0.000515006 0.000685378 0.000675014 0.000518111 0.000337029 0.000385482 0.000690634 0.000597363 0.000258935 0.000701019 0.000692775 0.00062863 0.000704731 0.000617135 0.000790185 0.000835265
internal_weight=0 2099 472 385 252 295 1627 1522 138 197 138 1384 139 127 1245 1140 157 984 156 105 105
internal_count=2351 2099 472 385 252 295 1627 1522 138 197 138 1384 139 127 1245 1140 157 984 156 105 105
is_linear=0
shrinkage=0.0032998


Tree=9005
num_leaves=20
num_cat=0
split_feature=12 12 15 150 150 12 160 43 13 13 1455 15 15 11 15 13 15 160 133
split_gain=4.97267 1.69499 1.23925 1.3026 0.536568 0.426825 0.426616 0.397051 0.359253 0.24135 0.168424 0.153496 0.10825 0.149258 0.103925 0.0901205 0.089809 0.0750817 0.0667637
threshold=0.077755000000000005 0.13820000000000002 -0.37478999999999996 0.086845000000000019 -1.0000000180025095e-35 0.083785000000000012 -1.0000000180025095e-35 -0.030304999999999995 -0.15010999999999997 -0.026884999999999996 0.082590000000000011 -0.046449999999999998 -0.15150999999999998 0.080705000000000013 0.11568500000000001 -0.08731499999999999 -0.036064999999999993 -0.057984999999999988 0.085880000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 -4 15 -1 18 -7 -9 12 -5 -10 14 -14 -2 -11 -12 -6
right_child=1 -3 3 11 7 8 -8 9 10 16 17 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00055543723562443304 0.0011026605625029655 0.00040289381539945854 0.00049582083646587151 0.0005161462091240798 0.00078064533040641463 0.00071746077031542338 0.00018805058591834842 0.00074467244375388047 0.00085604148727679138 0.0011109975085935083 0.00077886819632800826 0.00027097900473909282 0.0010086886650107929 0.0011538941866349099 0.00087731318024773027 0.0013051579197005793 0.00094375908958846096 0.00095849575476961428 0.00061188852492108836
leaf_weight=65 52 54 52 62 54 54 74 52 55 60 56 52 1185 77 74 52 100 53 55
leaf_count=65 52 54 52 62 54 54 74 52 55 60 56 52 1185 77 74 52 100 53 55
internal_value=0 0.000979316 0.000635429 0.00071394 0.000808381 0.000998069 0.000360104 0.000858905 0.000984247 0.000942591 0.000993828 0.000404625 0.00100378 0.00100983 0.00100099 0.00120425 0.00100669 0.000866533 0.000695816
internal_weight=0 1712 626 487 373 1658 139 321 1554 212 1500 114 1391 1336 1259 104 160 109 109
internal_count=2338 1712 626 487 373 1658 139 321 1554 212 1500 114 1391 1336 1259 104 160 109 109
is_linear=0
shrinkage=0.0032998


Tree=9006
num_leaves=17
num_cat=0
split_feature=4 3 39 0 0 1 42 50 4 1456 3 0 456 484 42 50
split_gain=2.21617 0.791874 0.386712 0.197683 0.127604 0.112899 0.102903 0.113321 0.0943007 0.0881127 0.0798148 0.0972365 0.0645443 0.0791113 0.048404 0.0385303
threshold=0.27161500000000005 0.11745500000000002 0.0095750000000000019 -0.010949999999999998 -0.068669999999999995 0.13554500000000003 0.11902500000000001 0.083090000000000011 0.45363500000000007 -0.094079999999999983 -0.072024999999999992 -0.12118 0.087440000000000004 -1.0000000180025095e-35 -0.053844999999999997 0.090150000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -4 8 7 9 -2 -1 11 -11 13 -9 -12 -15
right_child=3 -3 4 -5 -6 -7 -8 12 -10 10 14 -13 -14 15 -16 -17
leaf_value=0.00042832029344052301 0.00016093092627653385 0.00023781064928454822 0.00048523633386479117 0.00038954990416893676 0.0002951923103732629 7.3639376455269495e-05 0.00043934750845228731 0.00072775516741371187 0.00033808390111385826 0.00071506813744562868 0.00042800340114785781 0.00056589826701258675 0.00051062816051592396 0.00068959890783923449 0.00053466674226119038 0.00058421505802603874
leaf_weight=60 84 93 80 60 77 78 72 83 55 52 67 987 54 53 189 194
leaf_count=60 84 93 80 60 77 78 72 83 55 52 67 987 54 53 189 194
internal_value=0 0.00053602 0.000550094 0.000221427 0.000392254 0.000174779 0.000563759 0.000568889 0.000231281 0.00055446 0.000560277 0.000573398 0.000619713 0.000637456 0.000506889 0.00060697
internal_weight=0 2061 1968 277 157 217 1811 1739 139 1355 1295 1039 384 330 256 247
internal_count=2338 2061 1968 277 157 217 1811 1739 139 1355 1295 1039 384 330 256 247
is_linear=0
shrinkage=0.0032998


Tree=9007
num_leaves=30
num_cat=0
split_feature=4 48 43 16 43 1 3 51 51 1 4 42 124 51 4 43 15 3 16 42 51 1 16 4 16 42 42 3 43
split_gain=0.138715 0.134151 0.107146 0.119741 0.0766156 0.0912404 0.0644213 0.0988642 0.157702 0.0598299 0.0715344 0.0645561 0.061309 0.0539428 0.0808522 0.105715 0.0647871 0.0445095 0.0443993 0.0841209 0.0422612 0.0494703 0.0610652 0.0456633 0.0355119 0.0354783 0.0341876 0.0187743 0.0130754
threshold=0.0053900000000000016 -0.032929999999999994 -0.08076499999999999 -0.28430999999999995 0.0049250000000000014 0.079020000000000021 -0.0088599999999999981 -0.088934999999999986 0.087425000000000017 0.081540000000000015 -0.15618499999999999 0.086700000000000013 -1.0000000180025095e-35 -0.23953499999999997 0.053455000000000009 -0.051239999999999987 -0.2987999999999999 -0.080049999999999996 -0.015379999999999998 0.089905000000000013 -0.014904999999999998 0.096515000000000004 -0.034884999999999992 -0.041264999999999989 -0.076944999999999986 0.08512500000000002 0.084175000000000014 -0.083914999999999976 -0.0096349999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 13 -6 9 -8 -9 10 -1 17 -11 -4 -15 -16 -17 25 19 -13 23 22 24 -14 -22 26 -12 -20 -21
right_child=1 2 4 -5 5 -7 7 8 -10 12 11 18 20 14 15 16 -18 -19 27 28 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00016725690256184651 -0.0049417023271084931 0.0044571064440053114 0.011063740090970269 -0.0051177730883008362 0.0057208940718354775 -0.0027136940114788856 0.0086912484884206932 -0.006820068854125263 0.0051067695272917915 0.0020286133075542805 0.0062245921860113324 -0.0033393063185019607 0.008629064996306883 -0.00040431075252656711 0.00083528264630127055 0.013091852803125924 0.0061618165697307232 0.010677888613675138 0.0086074424245559163 0.0063845928369466358 0.0077671274259522504 0.012642845284854154 0.012167336431320527 0.001622831524797581 0.0024698682488991535 0.010301982518760539 0.0019007343296986469 0.0044657062079591081 0.0029434166492729743
leaf_weight=64 58 72 53 76 72 73 54 54 75 52 397 57 55 58 65 64 99 71 52 55 124 86 69 52 52 53 61 85 80
leaf_count=64 58 72 53 76 72 73 54 54 75 52 397 57 55 58 65 64 99 71 52 55 124 86 69 52 52 53 61 85 80
internal_value=0 0.0027914 0.00350392 -0.000447585 0.00471595 0.00146213 0.00563972 0.00264509 0.000100212 0.00601257 0.00524408 0.00562621 0.00753804 0.0061024 0.00517671 0.00660432 0.00889383 0.00669525 0.00372964 0.00206399 0.00818803 0.00913528 0.00789672 0.00524096 0.00621224 0.00613837 0.00565263 0.00605087 0.00435869
internal_weight=0 690 632 148 484 145 1648 183 129 1465 975 911 490 339 286 228 163 582 329 192 438 331 245 107 176 511 458 137 135
internal_count=2338 690 632 148 484 145 1648 183 129 1465 975 911 490 339 286 228 163 582 329 192 438 331 245 107 176 511 458 137 135
is_linear=0
shrinkage=0.16829


Tree=9008
num_leaves=20
num_cat=0
split_feature=10 3 47 0 16 49 12 160 12 3 51 3 150 13 51 11 12 50 3
split_gain=0.113711 0.0881244 0.13237 0.169093 0.182332 0.198065 0.0854883 0.0744397 0.105943 0.0786161 0.0672647 0.0618504 0.0585527 0.0546312 0.0538001 0.103263 0.070156 0.0544438 0.0423906
threshold=-0.11058499999999999 -0.0088599999999999981 0.096770000000000009 0.0060900000000000008 -0.052894999999999991 -0.0019649999999999997 -0.050214999999999989 -0.11922499999999998 0.085465000000000013 -0.08292999999999999 0.077225000000000016 -0.082154999999999992 0.10874500000000002 -0.081164999999999987 -0.14644999999999997 0.085155000000000022 0.083795000000000022 -1.0000000180025095e-35 0.11372500000000001
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 -3 8 -2 -10 12 -12 14 -11 17 16 -16 -9 -8
right_child=1 2 -4 -5 5 -7 18 10 9 13 11 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.003621013162340514 -0.0038047425241448754 -0.0024448798404753309 0.0086380616853017119 0.0094490524192789287 0.0020796329044169577 -0.011300682413031983 0.0019808124858918205 0.0040760253201039395 0.0095940293447521231 -0.0016963902558342042 0.011912497269796285 0.0054373110404645703 0.0098940422456536541 0.0052699820623172602 0.0074643664584546649 -0.0023027283459180954 0.0039397213824394215 0.011175336097184296 0.0082266928244977625
leaf_weight=54 66 63 72 54 54 74 62 59 52 63 75 98 60 64 193 66 980 66 63
leaf_count=54 66 63 72 54 54 74 62 59 52 63 75 98 60 64 193 66 980 66 63
internal_value=0 0.00417488 0.0020337 0.000743675 -0.000738268 -0.00564183 0.00259077 0.00468769 0.00194443 0.00407428 0.00510742 0.00825486 0.00472378 0.00180008 0.00449503 0.00415623 0.00452118 0.00783883 0.00514311
internal_weight=0 2284 442 370 316 128 188 1842 245 179 1597 173 1424 127 1364 1239 1173 125 125
internal_count=2338 2284 442 370 316 128 188 1842 245 179 1597 173 1424 127 1364 1239 1173 125 125
is_linear=0
shrinkage=0.16829


Tree=9009
num_leaves=13
num_cat=0
split_feature=4 2 3 14 123 52 156 2 4 13 51 3
split_gain=2.62647 1.0267 0.451234 0.314201 0.300407 0.171174 0.123812 0.133239 0.114085 0.104112 0.0574351 0.0209857
threshold=0.27161500000000005 0.14106500000000002 0.10812000000000001 0.076975000000000002 1.0000000180025095e-35 0.044705000000000002 -0.080734999999999987 0.087830000000000005 0.058330000000000007 -0.054464999999999993 -0.14619499999999999 0.0012800000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 9 -1 10 -9 -2 -8 -11
right_child=5 -3 -4 -5 -6 -7 7 8 -10 11 -12 -13
leaf_value=0.00073274216719709838 0.00010178649717492385 0.00017616638445223302 0.00033529185215174954 0.00080912680417178436 0.00040457912401940511 0.00037150367266082843 0.00072235708052781995 0.00057151858405011927 0.00045668443940131764 0.00029778921602118517 0.00060758928203710207 0.00020272877232115113
leaf_weight=68 102 71 79 70 99 66 54 658 114 53 848 56
leaf_count=68 102 71 79 70 99 66 54 658 114 53 848 56
internal_value=0 0.000566793 0.000580712 0.00059084 0.00058252 0.000224342 0.000592613 0.0005869 0.000554607 0.000178144 0.000614499 0.000249274
internal_weight=0 2061 1990 1911 1841 277 1742 1674 772 211 902 109
internal_count=2338 2061 1990 1911 1841 277 1742 1674 772 211 902 109
is_linear=0
shrinkage=0.0032998


Tree=9010
num_leaves=19
num_cat=0
split_feature=4 124 15 48 51 15 132 16 14 16 0 0 48 16 15 4 51 4
split_gain=3.81214 0.985374 0.343696 0.498262 0.417083 0.291797 0.386563 0.286131 0.348936 0.472701 0.203238 0.178181 0.154438 0.147541 0.263794 0.0963727 0.0788164 0.0743231
threshold=0.27287000000000006 -1.0000000180025095e-35 -0.15614499999999998 0.088875000000000023 0.020580000000000005 0.029300000000000003 0.082230000000000011 -0.54057999999999995 -0.42495999999999995 -0.4714549999999999 -0.11208499999999998 -0.14151499999999997 0.087215000000000015 -0.11180499999999999 0.084050000000000014 -0.44205499999999992 0.11728000000000001 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 5 17 6 10 -2 -9 -10 -4 -7 -1 -13 -15 -12 -6 -5
right_child=7 2 3 4 16 11 -8 8 9 -11 15 13 -14 14 -16 -17 -18 -19
leaf_value=0.0006028200358776084 0.00057763323464525443 0.0010256595555151468 0.00061839319408767926 0.00086098025631601021 0.0004003276218935845 0.0010263617925218337 0.00050011758509385315 0.00054137366274328229 0.00037791045440527975 1.607811508908529e-05 0.00089813029011097108 0.00066539601267920562 0.00037960566572731912 0.0010663496340228733 0.0008321080639310817 0.00078487643564802243 0.00058303817574312776 0.00069878471203883863
leaf_weight=85 54 70 75 59 53 61 57 53 98 66 101 52 58 58 680 589 54 74
leaf_count=85 54 70 75 59 53 61 57 53 98 66 101 52 58 58 680 589 54 74
internal_value=0 0.000777768 0.000796878 0.000788488 0.000647146 0.000808743 0.000763985 0.000361945 0.000308109 0.00023251 0.000783599 0.000851934 0.000512532 0.000838421 0.000850565 0.000801505 0.000492866 0.000771001
internal_weight=0 2126 1983 1913 240 1673 822 271 217 164 765 851 143 790 738 690 107 133
internal_count=2397 2126 1983 1913 240 1673 822 271 217 164 765 851 143 790 738 690 107 133
is_linear=0
shrinkage=0.0032998


Tree=9011
num_leaves=18
num_cat=0
split_feature=44 3 132 1213 403 403 133 3 43 49 49 3 456 160 3 3 3
split_gain=0.269171 0.140275 0.10657 0.113399 0.282069 0.240324 0.0625287 0.0591075 0.0467458 0.113112 0.0641871 0.0437129 0.0402821 0.046588 0.0155606 0.0083317 0.00560394
threshold=1.0000000180025095e-35 0.10812000000000001 0.089075000000000015 0.085435000000000025 -0.097479999999999997 -0.26821999999999996 -0.010819999999999998 -0.095469999999999985 -0.084674999999999986 -0.083414999999999989 0.12314000000000001 0.12991000000000003 0.085800000000000015 -0.081539999999999987 -0.082904999999999993 0.31534000000000006 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 16 -5 -4 12 -10 -11 -3 13 -6 -9 -13 -1
right_child=-2 11 7 6 8 -7 -8 14 9 10 -12 15 -14 -15 -16 -17 -18
leaf_value=0.009105674954296995 0.01681826299396208 -0.0039867961349376044 -0.0036960930396588544 0.0034373513304541818 -0.000533981212693082 0.02172021183857992 -0.003933994022863904 0.0050971802880242847 0.012878429635539047 0.005459268159837832 -0.00024999581204685427 0.0029565932760888809 0.0076640726535213014 0.0038972114446363323 0.0014149086579906026 0.00028871818464516774 0.006451434385145137
leaf_weight=53 52 52 52 87 89 53 52 57 57 1143 58 74 56 266 80 63 53
leaf_count=53 52 52 52 87 89 53 52 57 57 1143 58 74 56 266 80 63 53
internal_value=0 0.0045629 0.0049483 0.0053153 0.00566779 0.0124484 0.000666801 0.00111923 0.00502075 0.00553221 0.00518205 0.000156951 0.00345091 0.00278123 0.00296006 0.00174287 0.0077955
internal_weight=0 2345 2156 1967 1828 159 139 189 1669 1258 1201 189 411 355 137 137 106
internal_count=2397 2345 2156 1967 1828 159 139 189 1669 1258 1201 189 411 355 137 137 106
is_linear=0
shrinkage=0.16829


Tree=9012
num_leaves=12
num_cat=0
split_feature=44 2 42 41 10 2 403 1213 15 51 42
split_gain=0.186082 0.152308 0.107776 0.0940267 0.100304 0.0716568 0.0779464 0.219697 0.0552005 0.0538048 0.0417696
threshold=1.0000000180025095e-35 0.13752500000000004 0.095935000000000006 0.083975000000000008 0.058500000000000003 -0.00097499999999999985 -0.090624999999999983 -0.0080599999999999977 -0.25061999999999995 0.12200500000000002 0.091010000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 -8 -10 -9
right_child=-2 2 -4 -5 -6 6 8 10 9 -11 -12
leaf_value=0.0095611258869395793 0.013987921654065155 -0.0052310069580926858 0.003901287111597776 -0.0019915791782324785 -0.0026600203522649506 0.016832128176126327 -0.0011241141477193648 0.0028047962835139853 0.0038692655173902862 0.0083125899402799949 0.0074440214493488996
leaf_weight=78 52 87 63 68 56 52 59 137 1569 82 94
leaf_count=78 52 87 63 68 56 52 59 137 1569 82 94
internal_value=0 0.00379578 -0.00138347 0.00415054 0.00434774 0.0045381 0.00434061 0.0069359 0.00391005 0.00409104 0.0047004
internal_weight=0 2345 150 2195 2127 2071 1993 283 1710 1651 231
internal_count=2397 2345 150 2195 2127 2071 1993 283 1710 1651 231
is_linear=0
shrinkage=0.16829


Tree=9013
num_leaves=22
num_cat=0
split_feature=2 4 15 1213 403 133 43 133 49 49 15 0 0 133 15 475 475 12 43 12 43
split_gain=0.101076 0.0806175 0.18923 0.0644277 0.107267 0.173018 0.0558627 0.100486 0.0694793 0.056986 0.0799718 0.118234 0.078015 0.0477797 0.0404213 0.0358521 0.0790284 0.0318721 0.0358111 0.0297651 0.0195707
threshold=0.13631000000000001 0.50373500000000015 -0.035449999999999988 0.084620000000000015 -0.098684999999999981 0.2590050000000001 -0.039409999999999994 -0.031109999999999999 -0.07107999999999999 0.047620000000000003 -0.085064999999999988 -0.14151499999999997 -0.11073999999999999 0.096875000000000017 -0.14820999999999998 -0.085024999999999989 -0.08230999999999998 0.086665000000000006 -0.0074049999999999993 0.099055000000000018 -0.074204999999999979
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 -2 4 5 -1 7 -6 -8 10 12 -12 -10 15 -11 -9 -17 -5 -19 -7 -15
right_child=1 -3 -4 17 6 19 8 13 9 14 11 -13 -14 20 -16 16 -18 18 -20 -21 -22
leaf_value=0.015909676941161716 0.0077278426999877279 -0.0057338997456845078 -0.0057070775820110857 -0.0029464276365800588 -0.0044886606569041615 0.0065141903830811393 0.0091275774578399547 0.00035637168475243105 -0.0053289399491494669 0.010842967399572875 0.01043322416333455 0.0032562906059188409 0.00348328101400749 0.0019212409485288714 0.004752069294663693 0.010159863826984765 0.0033817392541661451 0.0051815266464704272 -0.00081872513962609342 0.0013299541696378064 -0.0026483309449288313
leaf_weight=53 69 57 52 53 53 83 83 93 54 53 75 505 60 54 78 53 653 54 58 52 52
leaf_count=53 69 57 52 53 53 83 83 93 54 53 75 505 60 54 78 53 653 54 58 52 52
internal_value=0 -0.000507748 0.00193931 0.0036515 0.00390863 0.00774809 0.00352084 0.00261986 0.00446946 0.00399864 0.00338609 0.00418744 -0.000675169 0.00303814 0.00723004 0.00348371 0.00389312 0.000439773 0.00205821 0.00453061 -0.000303487
internal_weight=0 178 121 2219 2054 188 1866 958 908 825 694 580 114 905 131 799 706 165 112 135 106
internal_count=2397 178 121 2219 2054 188 1866 958 908 825 694 580 114 905 131 799 706 165 112 135 106
is_linear=0
shrinkage=0.16829


Tree=9014
num_leaves=22
num_cat=0
split_feature=4 12 2 2 12 2 4 12 15 15 12 160 1212 402 2 15 43 43 3 3 50
split_gain=3.70829 1.4783 0.638885 0.66488 0.451505 0.284644 0.263206 0.188467 0.162736 0.117808 0.0797864 0.0732758 0.063329 0.0595846 0.0715998 0.0575944 0.0540129 0.0503505 0.0463084 0.0458193 0.025085
threshold=0.30163500000000004 0.054520000000000006 0.10774000000000002 -0.0091949999999999983 0.11769500000000001 0.13752500000000004 -0.047714999999999987 0.083425000000000013 -0.10114499999999998 -0.025694999999999999 0.088125000000000023 -0.07656499999999998 0.087615000000000012 0.089785000000000018 0.084945000000000007 0.090000000000000011 -0.15924499999999997 -0.082144999999999982 -0.010299999999999998 -0.14162499999999997 0.09227500000000001
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 2 3 -1 7 11 -5 -3 -8 -4 12 -2 13 14 -9 16 -12 -17 -13 -18 -19
right_child=5 4 9 6 -6 -7 8 10 -10 -11 15 18 -14 -15 -16 17 19 20 -20 -21 -22
leaf_value=0.00040391722177233563 0.00056346737609703167 0.001028160276746633 0.00053217328529968529 0.00095915913469259823 0.00062869386621165475 0.00021718543613191775 0.00085782879679916814 0.00095273896259755924 0.00064064774290242604 0.0003363116047883263 0.00071837900338529302 0.00049048918760442287 0.00079500139914026385 0.0010068036891782289 0.0008582990344037023 0.0007785095561295062 0.00091640770160601791 0.00091745254139222784 0.00036081878200955536 0.00081898688362669542 0.00083236976601254952
leaf_weight=57 54 76 91 79 94 75 63 141 100 55 57 55 73 59 286 52 66 195 75 533 61
leaf_count=57 54 76 91 79 94 75 63 141 100 55 57 55 73 59 286 52 66 195 75 533 61
internal_value=0 0.000807775 0.000638216 0.000725788 0.000852323 0.000389421 0.000801455 0.000865447 0.000724805 0.000458631 0.000857304 0.000459435 0.000889717 0.000903872 0.000889567 0.000838472 0.000820154 0.000877373 0.00041595 0.00082978 0.000897317
internal_weight=0 2138 445 299 1693 259 242 1599 163 146 1523 184 559 486 427 964 656 308 130 599 256
internal_count=2397 2138 445 299 1693 259 242 1599 163 146 1523 184 559 486 427 964 656 308 130 599 256
is_linear=0
shrinkage=0.0032998


Tree=9015
num_leaves=24
num_cat=0
split_feature=1 123 2 16 2 14 16 1 1 2 15 2 2 2 1212 2 2 151 1212 16 1 16 1
split_gain=15.5942 1.22638 1.16604 1.12179 0.601026 0.47393 0.458455 0.338395 0.308182 0.297041 0.218356 0.244493 0.18244 0.178542 0.165825 0.118008 0.429122 0.111897 0.0905731 0.0823073 0.0764043 0.0284729 0.01499
threshold=0.10892500000000001 0.080635000000000012 0.12708000000000003 0.12292000000000002 0.099675000000000014 0.062655000000000016 0.52822500000000006 0.088785000000000017 0.098420000000000021 -1.0000000180025095e-35 -0.41880499999999993 0.15020000000000003 0.114165 0.10836000000000003 0.083355000000000026 0.074875000000000011 0.083970000000000017 -1.0000000180025095e-35 0.087750000000000009 0.0023100000000000004 0.091900000000000023 -0.080894999999999981 0.094405000000000003
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=1 4 3 9 5 7 8 14 13 -2 -4 -12 -11 -6 15 -1 -17 -9 -16 -15 -19 -20 -22
right_child=2 -3 10 -5 6 -7 -8 17 -10 12 11 -13 -14 19 18 16 -18 20 21 -21 22 -23 -24
leaf_value=0.0011143501529794866 0.00030677226279942585 0.00076948191591825338 0.00039595763823339978 0.00096813789841994769 0.0011606475452600547 0.001491485710989809 0.0013177096341373386 0.00094317395216122471 0.00078331699955036386 0.00069137053102251108 0.00029916629057716651 -1.8711978460401004e-05 0.00042602226385676003 0.0010621259171070382 0.0010049808195940167 0.0015080501819003402 0.0012225529950586126 0.0010404945524299931 0.0012236688522649904 0.00090604529472160689 0.0012210343791011072 0.0011119143717720271 0.00113574360410508
leaf_weight=91 79 88 57 64 101 59 60 52 59 63 53 52 53 75 56 63 800 95 66 84 52 60 96
leaf_count=91 79 88 57 64 101 59 60 52 59 63 53 52 53 75 56 63 800 95 66 84 52 60 96
internal_value=0 0.00115134 0.000451127 0.00058856 0.0011693 0.00119931 0.00105122 0.00118724 0.00100098 0.0004638 0.000231188 0.000141405 0.000570438 0.00105024 0.00121337 0.00123116 0.00124344 0.00108652 0.00111993 0.00097989 0.00111705 0.00117073 0.00116595
internal_weight=0 1957 421 259 1869 1490 379 1431 319 195 162 105 116 260 1136 954 863 295 182 159 243 126 148
internal_count=2378 1957 421 259 1869 1490 379 1431 319 195 162 105 116 260 1136 954 863 295 182 159 243 126 148
is_linear=0
shrinkage=0.0032998


Tree=9016
num_leaves=29
num_cat=0
split_feature=12 13 12 15 13 156 15 49 49 49 12 11 13 12 52 13 13 43 11 0 1213 484 0 12 49 0 42 52
split_gain=2.72569 1.00595 0.523298 0.33033 0.318722 0.252603 0.244972 0.215895 0.131143 0.155614 0.115458 0.103256 0.133069 0.118004 0.0907202 0.05929 0.0733918 0.0581846 0.0459021 0.0521834 0.0419875 0.0341738 0.0303608 0.0444437 0.0285292 0.0265641 0.0170268 0.0163083
threshold=0.054520000000000006 -0.0011949999999999997 0.10124000000000001 -0.25061999999999995 -0.068189999999999987 0.090310000000000015 -1.0000000180025095e-35 -0.0086549999999999978 0.047620000000000003 -0.031119999999999998 0.088245000000000004 1.0000000180025095e-35 -0.091769999999999977 0.083785000000000012 0.090020000000000017 -0.085409999999999986 -0.082159999999999997 -0.012264999999999998 0.080455000000000013 -0.096594999999999986 0.063455000000000011 -0.0091899999999999985 -0.083554999999999977 0.096510000000000012 0.09567500000000001 -0.082064999999999985 -0.018574999999999998 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 25 -4 6 8 -5 9 -3 11 12 -2 -14 24 21 -17 -9 19 -12 22 -15 27 -24 26 -1 -6 -21
right_child=2 5 4 7 14 -7 -8 17 -10 -11 18 -13 13 15 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.00016242732285488945 0.00066851792112488479 0.00056175038553081373 0.0003855854253958091 0.00032324575560594467 0.00070578445958819952 0.00082404355333101534 0.00074573287288023655 0.00046406724588778775 0.00065010416336939471 0.00033099543641083493 0.00064183054531463972 0.00094379887486002918 0.00094520129806767927 0.00091157933637234147 0.00058550183639099009 0.0006936261749163669 0.0008029883415171643 0.00062331142521711595 0.00083888900942522622 0.00074674265208674029 0.00083601108448715089 0.00080195049678117854 0.00070588034859823132 0.00079277964761223778 0.00064941819920460401 0.00026627758782828609 0.00079742048920263854 0.00083045787532452732
leaf_weight=55 85 72 52 93 61 57 71 54 57 59 63 56 66 64 93 107 214 52 57 76 57 82 363 88 54 58 53 59
leaf_count=55 85 72 52 93 61 57 71 54 57 59 63 56 66 64 93 107 214 52 57 76 57 82 363 88 54 58 53 59
internal_value=0 0.000492319 0.000745939 0.000359142 0.000623092 0.0006237 0.000579473 0.000440222 0.000516496 0.000458092 0.000772672 0.000804792 0.000792139 0.000811788 0.000670276 0.000792857 0.000766644 0.000542519 0.000744252 0.000736562 0.000745789 0.000850248 0.000736953 0.000722914 0.000716995 0.000216043 0.000748696 0.00078359
internal_weight=0 628 1750 312 313 316 259 199 188 131 1437 674 618 533 261 467 321 106 763 706 643 146 586 451 168 113 114 135
internal_count=2378 628 1750 312 313 316 259 199 188 131 1437 674 618 533 261 467 321 106 763 706 643 146 586 451 168 113 114 135
is_linear=0
shrinkage=0.0032998


Tree=9017
num_leaves=26
num_cat=0
split_feature=1 12 2 14 1 12 52 12 43 1212 2 403 43 4 4 4 48 133 1 51 2 4 12 12 2
split_gain=3.78716 0.533723 0.456914 0.423813 0.35061 0.350445 0.20198 0.16145 0.119031 0.118705 0.113865 0.100234 0.122605 0.0986428 0.0954662 0.0775418 0.0675543 0.0660221 0.0551245 0.0529854 0.0687839 0.0454306 0.0401412 0.0278975 0.0217413
threshold=0.10892500000000001 -0.042789999999999988 0.10912000000000001 0.062655000000000016 0.089405000000000012 0.088005000000000014 -0.060549999999999993 0.09141500000000001 -0.074359999999999996 0.083355000000000026 0.084095000000000017 -0.10995999999999999 -0.00059999999999999995 -0.00013999999999999996 0.51326500000000019 0.0099250000000000015 0.086035000000000014 0.087950000000000014 0.096575000000000008 -0.088934999999999986 0.089830000000000007 -1.0000000180025095e-35 0.091255000000000017 0.093595000000000025 0.13538500000000001
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 6 -3 4 7 8 -2 9 -6 11 -11 -1 17 -14 -8 -4 19 -13 22 -9 -21 -10 -7 -22 -17
right_child=1 2 15 -5 5 18 14 16 21 10 -12 12 13 -15 -16 24 -18 -19 -20 20 23 -23 -24 -25 -26
leaf_value=0.00082048821040675579 -1.4877682549603134e-05 0.00056605045895308616 0.00038731952852313992 0.00089951740273501034 0.00034594620345590601 0.00067248962861230334 0.00033178758460128166 0.00054323858853416837 0.00044656899340019446 0.00072615096659016224 0.00053409495804759518 0.00073615930560509951 0.00056750983813664223 0.00073886413081891223 0.00013402959030924731 0.00027753127254549423 0.00051460247735221393 0.00065069084935268659 0.00069996483192685311 0.00075239555595893817 0.00055220529608996456 0.00057858091161712378 0.000554259144707432 0.00064183463469553483 0.00017981939565842278
leaf_weight=74 53 102 52 70 75 53 54 71 59 53 101 425 135 53 54 54 72 140 100 58 55 63 97 203 52
leaf_count=74 53 102 52 70 75 53 54 71 59 53 101 425 135 53 54 54 72 140 100 58 55 63 97 203 52
internal_value=0 0.000301001 0.000393541 0.00064617 0.000636753 0.00055553 0.000151339 0.000661941 0.000450835 0.000686132 0.000600421 0.00070205 0.000690364 0.000616005 0.000233235 0.000281952 0.000610163 0.000715044 0.000637888 0.000627851 0.00064675 0.000515028 0.000596269 0.000622864 0.000229929
internal_weight=0 421 260 1957 1887 447 161 1440 197 981 154 827 753 188 108 158 459 565 250 387 316 122 150 258 106
internal_count=2378 421 260 1957 1887 447 161 1440 197 981 154 827 753 188 108 158 459 565 250 387 316 122 150 258 106
is_linear=0
shrinkage=0.0032998


Tree=9018
num_leaves=15
num_cat=0
split_feature=4 13 41 11 3 4 156 3 3 3 43 393 43 4
split_gain=0.175184 0.143438 0.110931 0.112938 0.103455 0.0927359 0.0952544 0.0824332 0.0770909 0.0871027 0.0657897 0.0586067 0.0455811 0.0209153
threshold=0.19411000000000003 -0.10664 0.07831500000000001 0.079915000000000014 -0.12077499999999998 -0.097514999999999977 0.081415000000000015 0.11191000000000002 -0.010299999999999998 0.094285000000000008 0.057265000000000003 1.0000000180025095e-35 0.10183500000000002 0.40945500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 10 13 -10 11 -7 -12 -3
right_child=1 8 -4 -5 5 7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.00121616862047098 -0.0044597277849558643 0.0040568848986609791 0.012408708492583836 0.01166587690058629 0.013166204316123239 0.0058945744059644908 0.0039754930483069922 -0.0013103181738425872 -0.004024441768905083 0.0051298757073572586 -0.0017895928654703022 0.0013852800145181684 0.003939668094174861 0.0082773815210651098
leaf_weight=70 86 69 66 78 83 1352 53 56 62 56 55 88 135 69
leaf_count=70 86 69 66 78 83 1352 53 56 62 56 55 88 135 69
internal_value=0 0.00147744 0.00560122 0.00537224 0.00511183 0.00535593 0.00959774 0.0050127 0.00347898 0.000304755 0.00523104 0.00562025 0.00227174 0.00618015
internal_weight=0 342 2036 1970 1892 1822 136 1686 256 118 1630 1440 190 138
internal_count=2378 342 2036 1970 1892 1822 136 1686 256 118 1630 1440 190 138
is_linear=0
shrinkage=0.16829


Tree=9019
num_leaves=19
num_cat=0
split_feature=4 43 41 16 159 13 402 402 4 0 43 155 12 16 16 16 4 4
split_gain=0.121125 0.0999025 0.0766281 0.0757348 0.0650787 0.0671901 0.0522135 0.0950925 0.0639035 0.108903 0.0668635 0.0621513 0.0659792 0.0525372 0.0762896 0.0759388 0.0178607 0.0173305
threshold=0.19411000000000003 0.057265000000000003 0.07831500000000001 -0.14839499999999997 0.08573500000000002 -0.08533499999999998 -0.087759999999999991 -0.11206999999999999 -0.085574999999999984 -0.085044999999999996 -0.23269999999999999 0.087925000000000017 1.0000000180025095e-35 0.062910000000000008 -0.080419999999999978 0.31615500000000002 -0.077889999999999987 0.41939500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 7 16 9 -8 -10 12 -12 14 -11 -15 -5 -7
right_child=1 -3 -4 6 -6 17 8 -9 10 13 11 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0090450763265898463 -0.0031628400599636492 -0.0054772004000266774 0.010320449830304652 0.0018137188282246937 0.0065859066077705811 0.0012265931118268863 0.012700547581853397 -0.0039595877825458498 0.009049862469986231 0.0037642862539331605 0.00075941091289877922 0.0086917316783274631 0.0040212002347585173 -0.00030950971384399316 0.012516264199591027 0.0072165808923325388 0.005888176685197484 0.0050697214161419162
leaf_weight=98 74 53 66 55 79 69 67 60 71 62 215 68 995 85 53 68 73 67
leaf_count=98 74 53 66 55 79 69 67 60 71 62 215 68 995 85 53 68 73 67
internal_value=0 0.0012288 0.00465904 0.00446845 0.00246484 0.000905981 0.00422791 0.00155328 0.00452543 0.00661402 0.00400544 0.00372379 0.00344311 0.00508569 0.00781343 0.00302368 0.00415147 0.00313311
internal_weight=0 342 2036 1970 289 210 1872 188 1684 335 1349 1278 1210 268 115 153 128 136
internal_count=2378 342 2036 1970 289 210 1872 188 1684 335 1349 1278 1210 268 115 153 128 136
is_linear=0
shrinkage=0.16829


Tree=9020
num_leaves=14
num_cat=0
split_feature=30 160 403 3 43 1211 39 39 14 3 131 13 1213
split_gain=0.128407 0.0982846 0.0778029 0.292648 0.0733731 0.0608441 0.0641609 0.0676245 0.059813 0.0588361 0.0392212 0.0327166 0.0164579
threshold=0.086065000000000016 -0.42430999999999991 -0.088434999999999986 -0.092019999999999977 -0.033174999999999989 0.10678000000000001 0.10508500000000001 0.091820000000000013 1.0000000180025095e-35 -0.21779999999999997 0.097310000000000021 -0.081029999999999977 0.041405000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 10 6 7 8 9 -4 -5 -1 -6
right_child=-2 2 5 4 12 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0050968973010992302 -0.0048037486430482492 -0.0099363821782925341 -0.0014929870591393313 -0.0032657142409179456 0.007619956536384094 0.0086791348370333556 0.0079471192094715485 -0.0029619453404615011 0.0079779769433284391 0.0032024244886482635 0.0029809157434354449 0.010169743959866825 0.0037584425165412558
leaf_weight=80 57 61 79 55 69 60 78 52 71 1520 59 69 62
leaf_count=80 57 61 79 55 69 60 78 52 71 1520 59 69 62
internal_value=0 0.00326927 0.00298029 0.000486735 0.00308921 0.00338956 0.00321224 0.00299672 0.00318334 0.00296932 -1.70497e-05 0.00745813 0.00580608
internal_weight=0 2315 2166 306 245 1860 1800 1722 1670 1599 114 149 131
internal_count=2372 2315 2166 306 245 1860 1800 1722 1670 1599 114 149 131
is_linear=0
shrinkage=0.16829


Tree=9021
num_leaves=18
num_cat=0
split_feature=30 160 42 403 1213 12 1429 1 12 13 13 1375 12 12 43 0 12
split_gain=0.0888931 0.0679936 0.0630078 0.0515614 0.208761 0.0734019 0.0582045 0.0837192 0.114274 0.0655347 0.05537 0.0494738 0.0421462 0.0367898 0.0293566 0.0144293 0.0112019
threshold=0.086065000000000016 -0.42430999999999991 0.13956000000000002 -0.088434999999999986 -0.0057349999999999996 0.088295000000000012 0.08103500000000001 0.12007000000000002 -0.081314999999999985 0.085880000000000012 0.18219500000000002 -0.012484999999999998 0.083725000000000008 0.094410000000000008 -0.079774999999999985 -0.066264999999999991 0.085615000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -3 -6 7 9 -9 11 -11 -5 -8 -7 -1 -10 -14
right_child=-2 2 -4 6 5 13 12 8 15 10 -12 -13 16 -15 -16 -17 -18
leaf_value=0.0093678205319285539 -0.0039953265945742115 -0.0081493451474446508 0.0082799190795954727 -0.001950487206319304 0.0067672856240419297 -0.0021194018990599631 0.0092590592702308742 0.0046905686460613988 -0.0066306733977411431 -0.0038305205350111855 0.0028476019203453398 0.0033247581267411576 0.0017995210746506389 0.003061829864797454 0.0043883192407344618 -0.0025864537972290387 0.0050164616340745869
leaf_weight=54 57 65 52 52 80 77 58 58 52 75 66 1266 52 78 95 52 83
leaf_count=54 57 65 52 52 80 77 58 58 52 75 66 1266 52 78 95 52 83
internal_value=0 0.00271961 0.00247902 0.00233548 0.000285025 0.00262558 0.00267359 0.00234271 -0.00127924 0.00274611 -0.000691849 0.00311527 0.00544332 0.000476337 0.00620503 -0.00462584 0.00379065
internal_weight=0 2315 2166 2114 300 235 1814 1621 162 1459 141 1318 193 155 149 104 135
internal_count=2372 2315 2166 2114 300 235 1814 1621 162 1459 141 1318 193 155 149 104 135
is_linear=0
shrinkage=0.16829


Tree=9022
num_leaves=15
num_cat=0
split_feature=475 4 12 1 4 16 403 403 4 403 1373 150 1456 16
split_gain=0.0760897 0.0696598 0.0619015 0.10006 0.0669825 0.0770861 0.062553 0.137238 0.0723311 0.0393912 0.0386134 0.0762441 0.0496956 0.032099
threshold=-0.088274999999999978 -0.51003499999999991 -0.10853999999999998 0.12007000000000002 0.082475000000000007 -0.41163499999999992 -0.11087499999999999 -0.23730999999999999 -0.082384999999999986 -0.53082999999999991 1.0000000180025095e-35 0.08926000000000002 -0.011624999999999998 -0.34140499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 8 -4 -10 11 12 -8 -13
right_child=1 2 3 4 5 -7 10 -9 9 -11 -12 13 -14 -15
leaf_value=-0.0025556334723475264 0.0081420837157200488 0.0067769075786266288 0.0067342007040906062 -0.0059893242297397991 -0.0032043855958674675 0.0054383787065109034 0.00033049866665767804 -0.0078535750309880435 -0.0039113197070451888 0.0021996272216900097 0.0068793203577864242 0.0021999003684038585 0.0032647077712515248 -0.0030092630644846753
leaf_weight=94 57 80 60 67 65 53 188 52 52 70 61 52 1328 93
leaf_count=94 57 80 60 67 65 53 188 52 52 70 61 52 1328 93
internal_value=0 0.00232151 0.00217132 0.00199839 -0.00173695 0.000662309 0.0023526 -0.000222017 0.00194856 -0.000390313 0.0027035 0.00254906 0.00290202 -0.00112876
internal_weight=0 2278 2221 2141 185 118 1956 234 182 122 1722 1661 1516 145
internal_count=2372 2278 2221 2141 185 118 1956 234 182 122 1722 1661 1516 145
is_linear=0
shrinkage=0.16829


Tree=9023
num_leaves=16
num_cat=0
split_feature=14 1 14 12 157 160 16 4 51 15 12 160 2 4 49
split_gain=0.0685098 0.0759994 0.0604188 0.0660573 0.10745 0.0835068 0.0807142 0.15594 0.0465013 0.0497394 0.0507937 0.044465 0.0398725 0.0340789 0.0287081
threshold=-0.23083499999999998 0.14123000000000005 0.018475000000000002 0.083425000000000013 -0.080299999999999996 0.092280000000000015 0.0023100000000000004 -0.016759999999999994 0.10174000000000001 -0.088489999999999985 0.08401500000000002 -0.10712499999999998 0.090790000000000023 -0.010189999999999999 0.0047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 12 -11 -12 14 -10 -5
right_child=1 -3 -4 8 5 -7 -8 -9 13 10 11 -13 -14 -15 -16
leaf_value=0.0063571666497307753 -0.0071573373940025569 -0.0043115142964097134 0.0062124764674097999 0.0037288577406577243 -0.0082595780985380354 0.0064719258500760928 0.004277750150272922 0.00060076719805021391 0.0084873482591926695 0.0067759628924882213 0.0051541672947052284 0.0016878907361940285 -0.0030103719434353133 0.0025779052581754482 -0.0010279293216908386
leaf_weight=89 54 60 83 74 72 63 93 256 54 68 117 1065 96 59 69
leaf_count=89 54 60 83 74 72 63 93 256 54 68 117 1065 96 59 69
internal_value=0 0.00159007 0.00175017 0.00157626 -3.38926e-05 0.00075716 -9.37513e-05 -0.00133871 0.00211812 0.0018665 0.002292 0.00203252 -0.000351412 0.00541779 0.00142106
internal_weight=0 2283 2223 2140 538 484 421 328 1602 1489 1250 1182 239 113 143
internal_count=2372 2283 2223 2140 538 484 421 328 1602 1489 1250 1182 239 113 143
is_linear=0
shrinkage=0.16829


Tree=9024
num_leaves=10
num_cat=0
split_feature=11 4 4 12 1429 1429 11 12 1212
split_gain=0.093588 0.0914269 0.0492317 0.0568838 0.050279 0.0483211 0.0525595 0.0409364 0.0495113
threshold=0.094350000000000003 -0.5093899999999999 -0.14994999999999997 0.085785000000000014 -0.060529999999999994 0.088275000000000006 0.075910000000000019 0.12477500000000001 0.11930500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 8 -6
right_child=-2 2 4 -5 5 -7 -8 -9 -10
leaf_value=0.0081794702073694665 -0.005512091914859049 0.0011078545768608155 0.0065710985049486645 -0.0054871155242504381 0.00094670129805827911 0.0062097436870064259 0.0065774932200751571 0.0055428676179391468 0.0059075805241940163
leaf_weight=59 53 96 58 60 1811 61 54 61 59
leaf_count=59 53 96 58 60 1811 61 54 61 59
internal_value=0 0.00163292 0.00146122 -0.00141716 0.00167549 0.00153583 0.00139129 0.00124533 0.00110418
internal_weight=0 2319 2260 156 2104 2046 1985 1931 1870
internal_count=2372 2319 2260 156 2104 2046 1985 1931 1870
is_linear=0
shrinkage=0.16829


Tree=9025
num_leaves=21
num_cat=0
split_feature=2 43 3 43 474 52 1 52 15 3 0 124 1 3 15 160 131 2 43 43
split_gain=0.122382 0.0816822 0.122652 0.122416 0.0972555 0.107455 0.0911622 0.0750771 0.0721733 0.0673334 0.0549831 0.0546824 0.0859272 0.0660103 0.0480453 0.0479648 0.0481608 0.0386878 0.0378244 0.0160163
threshold=0.13290500000000002 0.064420000000000019 -0.080564999999999984 -0.081204999999999986 0.085515000000000022 -0.21347499999999997 0.077565000000000009 0.39765000000000006 -0.41971499999999995 -0.07385499999999999 -0.089704999999999993 -0.082899999999999988 0.11212500000000002 0.099930000000000005 -0.031659999999999994 0.089015000000000011 0.083410000000000026 0.16002500000000003 -0.090214999999999976 0.41353500000000004
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 -3 4 5 -1 10 11 -2 -9 -7 -5 15 -14 -12 16 -13 -10 -8 -4
right_child=8 2 19 7 -6 6 18 9 17 -11 14 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.008376538208971742 0.0026068636510993325 0.010083516982788469 0.0032853096398947307 0.0053497378742341315 0.0084739902084920715 0.0068087851439021241 0.00040295181176413207 0.00059119002192274412 -0.0023657412566310339 0.0089966852634402825 0.0063171662926047494 -0.00047211746958322645 -0.007767099962442502 3.1193790777665372e-05 0.00046935273755962863 0.004118237482064269 0.0034514419072792322 -0.0081179276810865158 -0.004817952074417698 -0.00022117933481413145
leaf_weight=76 55 81 100 53 90 88 98 56 89 53 52 777 70 54 173 87 100 54 65 57
leaf_count=76 55 81 100 53 90 88 98 56 89 53 52 777 70 54 173 87 100 54 65 57
internal_value=0 0.00181754 0.0047592 0.00144656 0.0033359 0.00249491 0.00155206 0.000474752 -0.00255324 0.00469475 0.00323469 7.00401e-05 -0.0001855 -0.00435658 0.00182883 0.000349166 -2.26847e-05 -0.00455046 -0.00166798 0.00200081
internal_weight=0 2130 238 1892 642 552 476 1250 198 109 313 1141 1088 124 225 964 877 143 163 157
internal_count=2328 2130 238 1892 642 552 476 1250 198 109 313 1141 1088 124 225 964 877 143 163 157
is_linear=0
shrinkage=0.16829


Tree=9026
num_leaves=21
num_cat=0
split_feature=4 40 12 12 51 15 4 4 47 42 124 11 43 4 403 1447 4 474 43 49
split_gain=8.5925 3.00216 0.814735 0.773105 0.665819 0.549633 0.441839 0.42709 0.424362 0.332526 0.304775 0.247749 0.214028 0.199369 0.185793 0.1034 0.0706126 0.0668678 0.0708804 0.0638418
threshold=0.30163500000000004 -0.026419999999999996 0.054520000000000006 0.089885000000000007 -0.10101999999999998 -0.42443999999999993 0.42098500000000005 0.59999500000000017 0.077555000000000013 0.12199500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.14495499999999997 -0.029369999999999997 -0.091519999999999976 -0.0077349999999999988 -0.068189999999999987 0.086630000000000013 0.035255000000000009 -0.046979999999999987
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 10 4 14 -3 7 -7 -2 13 11 -1 12 -5 -6 -4 -16 -14 18 -17 -15
right_child=5 2 3 9 8 6 -8 -9 -10 -11 -12 -13 16 19 15 17 -18 -19 -20 -21
leaf_value=0.00086687229196014506 0.0010717123039567368 0.0015974326431293787 0.0014236977509128369 0.0015802003019540006 0.0012848207771327664 0.00079396915704756175 0.00038894361570167448 0.00068989486070782416 0.0014565576248742988 0.0011570813649527552 0.001166155580390754 0.001629488169844069 0.0014407184496319323 0.00095611590710572875 0.0016767322246702642 0.0015330133354948209 0.001363526121935196 0.0016699428800296286 0.0016645402281073097 0.0011232763564574533
leaf_weight=97 83 62 103 77 57 67 53 53 57 53 62 65 230 55 107 477 396 62 57 55
leaf_count=97 83 62 103 77 57 67 53 53 57 53 62 65 230 55 107 477 396 62 57 55
internal_value=0 0.00142016 0.00145641 0.00148511 0.00129303 0.000779032 0.000615376 0.000923175 0.00120862 0.00141337 0.000983796 0.00143101 0.00141261 0.00112378 0.00155813 0.00157778 0.00139194 0.00155995 0.00154712 0.00104002
internal_weight=0 2072 1913 1627 286 256 120 136 224 821 159 768 703 167 806 703 626 596 534 110
internal_count=2328 2072 1913 1627 286 256 120 136 224 821 159 768 703 167 806 703 626 596 534 110
is_linear=0
shrinkage=0.0032998


Tree=9027
num_leaves=27
num_cat=0
split_feature=4 3 3 15 43 16 4 12 47 15 12 3 4 43 52 3 3 52 483 3 4 16 15 16 43 15
split_gain=4.4146 1.46582 0.712072 0.411841 0.366461 0.248988 0.224862 0.173409 0.128695 0.128845 0.122012 0.184742 0.107517 0.125579 0.104545 0.097938 0.122956 0.0943766 0.0721924 0.0754907 0.053617 0.0437736 0.0844481 0.0431002 0.0272527 0.0145405
threshold=0.30163500000000004 -0.072579999999999992 0.25468500000000005 -0.42443999999999993 -0.035884999999999993 -0.51433499999999988 0.59999500000000017 0.082165000000000016 0.077555000000000013 0.0056700000000000006 0.089885000000000007 -0.12077499999999998 -0.051459999999999992 -0.081919999999999979 0.11614000000000001 -0.082484999999999989 -0.081784999999999983 -0.0065299999999999993 1.0000000180025095e-35 -0.083914999999999976 0.0049200000000000008 -0.074474999999999986 -1.0000000180025095e-35 -0.080419999999999978 -0.0063549999999999987 -0.074959999999999985
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 7 4 6 12 -5 -2 -1 9 17 14 -12 -3 -14 15 18 -17 -6 19 -9 21 23 -23 -13 -18 -22
right_child=3 2 -4 5 8 -7 -8 10 -10 -11 11 20 13 -15 -16 16 24 -19 -20 -21 25 22 -24 -25 -26 -27
leaf_value=0.0006609514059968491 0.00053835682415112856 0.00069357227575970982 0.00026513106055643448 0.00029632616043854789 0.00071331897023351311 -6.3496581589992266e-06 0.00026152731270509197 0.00084837383088879888 0.00084794169254268298 0.00079411844140832787 0.00094275923863248491 0.00079340824936421656 0.0004236423850402659 0.00060478456936554042 0.00074802712550445108 0.0010618934002757821 0.00084347724997884451 0.00055237362451644224 0.00095202746665443399 0.00071099960336634108 0.00075418274379628481 0.00082875597820961338 0.00069923923434366442 0.00090508241482863746 0.00094638416901593686 0.0006691310227054212
leaf_weight=70 83 53 53 68 91 52 53 343 84 97 84 125 80 92 84 62 91 76 66 54 53 109 124 64 54 63
leaf_count=70 83 53 53 68 91 52 53 343 84 97 84 125 80 92 84 62 91 76 66 54 53 109 124 64 54 63
internal_value=0 0.000765804 0.00063217 0.000306249 0.000666058 0.000164873 0.000430734 0.000823633 0.000733491 0.000696941 0.000831883 0.000796899 0.000561606 0.000520737 0.000860695 0.000874768 0.000936082 0.000640285 0.00084728 0.000829777 0.00077406 0.000792055 0.00075998 0.00083141 0.000882044 0.000708295
internal_weight=0 2072 626 256 573 120 136 1446 348 264 1376 622 225 172 754 670 207 167 463 397 538 422 233 189 145 116
internal_count=2328 2072 626 256 573 120 136 1446 348 264 1376 622 225 172 754 670 207 167 463 397 538 422 233 189 145 116
is_linear=0
shrinkage=0.0032998


Tree=9028
num_leaves=17
num_cat=0
split_feature=1 3 2 12 14 147 0 15 0 2 3 3 2 43 52 12
split_gain=4.17542 1.03373 0.257577 0.226946 0.204935 0.200394 0.17055 0.163196 0.215556 0.147262 0.0989619 0.0932306 0.0692703 0.0985163 0.08199 0.0549687
threshold=0.10557500000000002 -0.046329999999999989 0.11941000000000002 0.11769500000000001 0.054835000000000009 0.08289500000000001 -0.064804999999999988 -0.19301999999999997 -0.14766999999999997 0.14721500000000001 0.077930000000000013 0.30112000000000005 0.091205000000000008 0.065040000000000014 -0.11333999999999998 -0.08780499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 7 -2 -1 -9 10 15 -12 13 -10 -14 -3
right_child=1 9 -4 -5 -6 -7 -8 8 12 -11 11 -13 14 -15 -16 -17
leaf_value=0.00080883755908281625 0.0007069203317761919 0.00021556627671057474 0.00028708105920400011 0.00043358064491606774 0.00080222964031175003 0.0004485478707577125 0.00045554835722828353 0.00041937099862487671 0.00063404411946014745 3.4328995947659061e-05 0.00034476662385395318 0.00016023846099278184 0.00065859079774132604 0.00076976759406182879 0.00056668800017997483 7.3139959410409007e-05
leaf_weight=52 52 53 54 72 69 75 71 58 916 74 73 52 159 65 364 69
leaf_count=52 52 53 54 72 69 75 71 58 916 74 73 52 159 65 364 69
internal_value=0 0.000275834 0.000478399 0.000616769 0.000624252 0.00061696 0.000562106 0.000624764 0.000618613 0.000164029 0.000202744 0.000268285 0.000626274 0.000643073 0.000594695 0.000135302
internal_weight=0 498 177 1830 1758 1689 123 1614 1562 321 247 125 1504 981 523 122
internal_count=2328 498 177 1830 1758 1689 123 1614 1562 321 247 125 1504 981 523 122
is_linear=0
shrinkage=0.0032998


Tree=9029
num_leaves=23
num_cat=0
split_feature=4 3 2 150 13 48 150 1456 2 4 12 3 12 4 13 3 2 43 13 4 2 13
split_gain=6.04343 2.58012 0.913067 0.384364 0.29842 0.231074 0.216377 0.196509 0.157598 0.149939 0.146551 0.141969 0.20575 0.122716 0.103368 0.0742806 0.0698586 0.068425 0.0654746 0.128046 0.0148535 0.0144408
threshold=0.30163500000000004 -0.065974999999999992 0.11891500000000001 0.082965000000000025 -1.0000000180025095e-35 0.087310000000000013 0.081245000000000026 -0.092389999999999986 0.095195000000000016 0.04105000000000001 0.082165000000000016 -0.14162499999999997 0.089885000000000007 0.13072500000000004 -0.049744999999999991 -1.0000000180025095e-35 0.088005000000000014 0.022635000000000006 -0.15714499999999998 0.51286500000000013 0.10028500000000001 -0.069874999999999979
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 7 3 4 8 -4 18 -1 -3 10 -9 20 17 21 -14 -6 -17 -13 -2 -20 -12 -11
right_child=6 2 5 -5 15 -7 -8 9 -10 13 11 12 14 -15 -16 16 -18 -19 19 -21 -22 -23
leaf_value=0.0010566117377245707 0.0003309601041855431 0.00076478104581023285 0.00050796791851011964 0.00050938168543644257 0.00073986777871354781 0.00021891201133675427 0.00046361474230344619 0.00073145498809398281 0.00054940783335962167 0.00067986322024811137 0.0010638579641759137 0.0009189711001488691 0.00078776809005844225 0.00091323451821547776 0.0008853019881895944 0.00098538977370695802 0.00081644951361533192 0.0010494427113429559 0.00027517878214074247 7.6059523197606534e-05 0.00096998032766434656 0.00076409134636859911
leaf_weight=74 53 68 64 94 52 58 56 61 86 55 54 565 239 59 260 54 62 52 87 60 52 63
leaf_count=74 53 68 64 94 52 58 56 61 86 55 54 565 239 59 260 54 62 52 87 60 52 63
internal_value=0 0.000819321 0.000622479 0.000696193 0.000750618 0.000370837 0.000281692 0.000888333 0.000644736 0.00087978 0.00089241 0.000900416 0.000889203 0.000788031 0.000838658 0.000847467 0.000895398 0.000930024 0.000230577 0.000194145 0.00101814 0.000725131
internal_weight=0 2072 538 416 322 122 256 1534 154 1460 1283 1222 1116 177 499 168 116 617 200 147 106 118
internal_count=2328 2072 538 416 322 122 256 1534 154 1460 1283 1222 1116 177 499 168 116 617 200 147 106 118
is_linear=0
shrinkage=0.0032998


Tree=9030
num_leaves=24
num_cat=0
split_feature=12 2 2 2 2 16 151 12 3 16 3 49 34 12 3 1429 133 13 49 484 49 12 3
split_gain=3.99245 1.31623 1.62989 0.824189 0.460506 0.341015 0.24252 0.336682 0.193995 0.17809 0.174766 0.183421 0.0932171 0.08951 0.164572 0.0835455 0.0992891 0.0852488 0.073739 0.049274 0.0523899 0.0627425 0.0246502
threshold=0.054520000000000006 0.11353000000000001 -0.007134999999999999 0.11793500000000001 0.098215000000000011 -0.042349999999999992 -0.088054999999999981 0.09141500000000001 -0.00079499999999999981 0.032580000000000005 0.31343500000000007 1.0000000180025095e-35 -0.081364999999999993 0.10823500000000001 -0.070889999999999995 0.083420000000000008 0.11259500000000001 0.0032950000000000006 -0.0084099999999999991 -0.020124999999999994 1.0000000180025095e-35 0.092395000000000019 -0.087244999999999975
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=1 2 12 6 5 -4 22 15 -6 -5 11 -3 -1 19 -15 16 17 18 -8 -9 21 -21 -2
right_child=3 10 4 9 8 -7 7 13 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00038566457985210668 0.00065060188242623592 0.0002954785544390504 0.00072080928651231538 0.0004459292237341115 0.00049660478545190338 0.0010203670158697618 0.00080014201280069767 0.0009196914424658973 0.00075354428190129092 0.00070281080383268434 0.00017324000274514031 0.0005307346545212891 0.00018612990870963165 0.00058606825860629678 0.0008297774683259522 0.0010159780101082238 0.0010225774658725146 0.00076640311939932238 0.00091364622355964047 0.0007353749240811031 0.0007251427493351842 0.00085341278507620045 0.00076017406293582231
leaf_weight=52 54 99 79 60 69 90 76 67 62 60 61 58 52 52 77 82 71 60 584 64 62 317 52
leaf_count=52 54 99 79 60 69 90 76 67 62 60 61 58 52 52 77 82 71 60 584 64 62 317 52
internal_value=0 0.000531158 0.000642752 0.000839413 0.000766227 0.000880546 0.000859026 0.000869823 0.000618479 0.000574664 0.000324188 0.000382613 0.000286236 0.000811766 0.000731811 0.000912278 0.000901483 0.000889493 0.000900629 0.000831921 0.000818567 0.000833677 0.000704687
internal_weight=0 622 404 1738 300 169 1618 1512 131 120 218 157 104 639 129 873 791 720 660 510 443 381 106
internal_count=2360 622 404 1738 300 169 1618 1512 131 120 218 157 104 639 129 873 791 720 660 510 443 381 106
is_linear=0
shrinkage=0.0032998


Tree=9031
num_leaves=9
num_cat=0
split_feature=48 14 40 41 124 480 15 160
split_gain=0.2703 0.163472 0.097174 0.0773423 0.0795245 0.0597368 0.0579522 0.0575396
threshold=0.13723000000000002 -0.30192499999999994 1.0000000180025095e-35 0.082095000000000015 -0.083859999999999976 -0.068944999999999992 -0.23821999999999996 -0.52336499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8
right_child=-2 2 -4 -5 5 6 7 -9
leaf_value=-0.0032581407651326422 -0.0076878249893101366 0.00011989539979345159 -0.002313725214979355 -0.00089551116543143188 0.010409000831105037 0.0093583533438299209 4.4825981687850779e-05 0.0050942926593477269
leaf_weight=75 53 89 54 63 63 88 67 1808
leaf_count=75 53 89 54 63 63 88 67 1808
internal_value=0 0.0044558 0.00471581 0.00489092 0.00506413 0.00528044 0.00511493 0.00491482
internal_weight=0 2307 2232 2178 2115 2026 1963 1875
internal_count=2360 2307 2232 2178 2115 2026 1963 1875
is_linear=0
shrinkage=0.16829


Tree=9032
num_leaves=25
num_cat=0
split_feature=1 124 1 4 13 4 1 47 13 16 50 151 157 4 13 11 16 1 4 151 4 16 4 160
split_gain=6.16406 0.703878 0.550263 0.298547 0.244186 0.261517 0.590832 0.239915 0.151479 0.123999 0.108323 0.0893118 0.12313 0.0841787 0.0712864 0.121135 0.0710334 0.0575407 0.0479275 0.0568493 0.0445651 0.0454491 0.058184 0.0363577
threshold=0.10808500000000001 -0.076779999999999987 0.12394500000000001 -0.010419999999999997 -0.083669999999999981 -0.019794999999999997 0.095695000000000016 0.11419000000000001 0.039845000000000012 -0.15796999999999997 0.098785000000000026 -0.088054999999999981 -0.0091799999999999989 0.41181500000000004 0.17982000000000001 0.077415000000000012 0.27552000000000004 0.091900000000000023 -0.010189999999999999 -0.010154999999999999 0.06301000000000001 -0.0087049999999999992 -0.081689999999999985 -0.014989999999999998
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 -1 3 -2 11 8 16 9 10 -4 17 -3 -13 -5 15 -10 18 23 -7 -20 21 22 -14 -6
right_child=2 4 7 13 5 6 -8 -9 14 -11 -12 12 20 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00043119127718465916 0.00058714660088007679 0.00065035229187082881 0.00018317082390040864 0.00038479739305046499 0.00069737224365950341 0.00061164330968086389 0.00036014428881414639 0.0003598039947050436 0.00050689067559726495 7.6100107997245578e-06 0.00062203184249792992 0.00091000972299231655 0.00089543998574583288 0.00022319476202122343 0.00074126247241245412 0.00071674613014671511 0.000575449796541047 0.00085921755995618939 0.00082184051067165449 0.00069815640563916377 0.00068627272942565316 0.00070593575199262863 0.000777290221973274 0.00077172165127278988
leaf_weight=96 63 53 98 82 101 55 73 52 69 80 62 89 67 64 63 56 58 75 55 215 63 66 189 416
leaf_count=96 63 53 98 82 101 55 73 52 69 80 62 89 67 64 63 56 58 75 55 215 63 66 189 416
internal_value=0 0.000707507 0.000273972 0.000396644 0.000722022 0.00069745 0.00063323 0.000162347 0.000732188 0.000104465 0.000756244 0.000782476 0.000797175 0.000314199 0.000648315 0.000601188 0.000685188 0.000770241 0.000704664 0.000723482 0.000771 0.000787468 0.00080835 0.000757265
internal_weight=0 1921 439 209 1825 1298 456 230 842 178 654 527 474 146 188 125 383 592 325 270 385 322 256 517
internal_count=2360 1921 439 209 1825 1298 456 230 842 178 654 527 474 146 188 125 383 592 325 270 385 322 256 517
is_linear=0
shrinkage=0.0032998


Tree=9033
num_leaves=33
num_cat=0
split_feature=2 48 16 1 2 43 16 16 12 2 16 0 12 16 403 475 15 1 2 133 15 12 0 12 16 401 15 0 48 16 16 12
split_gain=0.217013 0.115391 0.107164 0.106577 0.0836099 0.0732474 0.144404 0.0897012 0.163463 0.0831106 0.0701704 0.0680183 0.0656223 0.0716007 0.0654367 0.0585 0.083442 0.0580481 0.0731041 0.0580428 0.0516793 0.0549864 0.0655473 0.0679667 0.0493955 0.0408781 0.0399113 0.0391832 0.0313877 0.0280563 0.0360465 0.0146489
threshold=0.098365000000000022 0.10168500000000001 -0.11118499999999999 0.11846000000000002 0.11657500000000001 -0.040789999999999993 -0.015379999999999998 0.19578000000000004 0.083795000000000022 -0.007134999999999999 -0.082159999999999997 -0.14097999999999997 0.086505000000000012 -0.004174999999999999 -0.085764999999999994 -0.074304999999999982 -0.066639999999999991 0.09166500000000001 0.086365000000000011 0.085275000000000004 -0.082179999999999989 0.094185000000000005 -0.076969999999999997 0.088930000000000023 -0.50476999999999983 0.093220000000000011 -0.014614999999999998 -0.10023499999999998 1.0000000180025095e-35 -0.095794999999999977 -0.087439999999999976 0.10070000000000001
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=5 2 24 4 15 9 10 8 -8 -1 11 -7 13 19 -12 -4 -17 18 -16 -11 28 22 23 -22 -2 29 -21 -3 -14 -13 -31 -23
right_child=1 27 3 -5 -6 6 7 -9 -10 12 14 25 20 -15 17 16 -18 -19 -20 26 21 31 -24 -25 -26 -27 -28 -29 -30 30 -32 -33
leaf_value=-0.0011901982964853143 0.0025669277450404478 -0.0062653604809602866 0.0050129709196604583 -0.0061664507399467874 0.0061120982613391663 0.00098305307366082072 0.01987681322136765 0.0043126798137485935 0.0077367868414585693 0.0084976230420022343 0.0075542200846054229 0.010329336213299496 0.0085916891327065294 0.010879842876745087 -0.0058571212178636367 0.0025393192749189075 -0.0044031543711820706 0.0054755948046186515 0.0026147352548845323 -0.0001624257047005563 -0.0014708547969304849 0.0062193106506817425 -0.0046446337170386208 0.0052516281527097888 0.0083563873822531144 0.0033191808363174668 0.0058221125978029503 -0.00020184198075719813 0.0030648242125684696 0.0048313864537595369 0.0098735003696665997 0.0026495536020954215
leaf_weight=82 73 61 59 52 100 60 53 52 79 76 55 101 70 77 53 95 101 53 63 68 78 86 52 93 101 65 58 61 52 109 66 56
leaf_count=82 73 61 59 52 100 60 53 52 79 76 55 101 70 77 53 95 101 53 63 68 78 86 52 93 101 65 58 61 52 109 66 56
internal_value=0 0.00145052 0.00244029 0.00094063 0.00198673 0.0049833 0.00613271 0.0102855 0.0126248 0.00388464 0.00490725 0.00624302 0.00443025 0.00649463 0.00250797 0.00036189 -0.00102901 0.000855074 -0.00124054 0.00481414 0.00324388 0.00223394 0.000576505 0.00217473 0.0059378 0.00716326 0.0025781 -0.00324833 0.0062507 0.00806206 0.00674325 0.00482417
internal_weight=0 703 581 407 355 1657 809 184 132 848 625 401 766 279 224 255 196 169 116 202 487 365 223 171 174 341 126 122 122 276 175 142
internal_count=2360 703 581 407 355 1657 809 184 132 848 625 401 766 279 224 255 196 169 116 202 487 365 223 171 174 341 126 122 122 276 175 142
is_linear=0
shrinkage=0.16829


Tree=9034
num_leaves=25
num_cat=0
split_feature=1 39 12 1 12 15 1 12 150 1 1 12 16 13 16 12 12 15 13 48 15 43 16 15
split_gain=22.9521 3.34403 2.96422 1.43968 0.878252 0.829495 0.748411 0.629189 0.590274 0.455498 0.358659 0.273054 0.238883 0.201463 0.144644 0.110257 0.0642936 0.0680044 0.05046 0.041614 0.0300284 0.0132983 0.00664657 0.00450077
threshold=0.10678500000000002 0.0041750000000000008 0.085090000000000013 0.12475000000000001 0.11769500000000001 -0.25061999999999995 0.089275000000000007 0.09141500000000001 1.0000000180025095e-35 0.13301500000000002 0.094435000000000005 0.077755000000000005 0.052555000000000011 -0.0013449999999999996 0.22564000000000003 0.085665000000000005 0.086700000000000013 0.03981500000000001 0.06301000000000001 0.090085000000000012 0.091475000000000015 -0.081919999999999979 -0.092364999999999989 -0.0053099999999999996
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 4 5 12 6 9 7 11 15 -2 -3 23 -4 19 18 -8 17 -13 22 -7 -17 -18 -9 -1
right_child=2 10 3 -5 -6 13 8 14 -10 -11 -12 16 -14 -15 -16 20 21 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0049599448745057863 0.004091671664684088 0.0046850828725669537 0.004665962211275596 0.0041513037025136049 0.0047156960187865827 0.0041848603802250688 0.0048826349586071332 0.0049549427701185422 0.0046312450294178327 0.0036920458841781271 0.004287686010633833 0.0051873426299275521 0.0049976914582748619 0.0043430635615374306 0.0048878972354167403 0.005106371947906899 0.005105313402175812 0.0052865461469269147 0.005167081126924075 0.0040174657853278457 0.0049972340866492066 0.0051868889380053068 0.0050536243727360005 0.0050784486313879178
leaf_weight=55 55 52 55 52 70 54 65 57 53 81 55 226 52 73 85 128 103 225 61 52 104 297 190 60
leaf_count=55 55 52 55 52 70 54 65 57 53 81 55 226 52 73 85 128 103 225 61 52 104 297 190 60
internal_value=0 0.00505049 0.00423767 0.00460658 0.00508471 0.00405134 0.0050998 0.00513559 0.00496075 0.00385392 0.00448114 0.00518203 0.00482751 0.00420114 0.00502135 0.00501943 0.00520361 0.00523691 0.00505806 0.00410307 0.0050576 0.00516597 0.00503099 0.00502208
internal_weight=0 1886 474 159 1779 315 1709 1359 350 136 107 966 107 179 393 297 851 451 308 106 232 400 247 115
internal_count=2360 1886 474 159 1779 315 1709 1359 350 136 107 966 107 179 393 297 851 451 308 106 232 400 247 115
is_linear=0
shrinkage=0.0032998


Tree=9035
num_leaves=19
num_cat=0
split_feature=1 1 124 16 0 4 43 4 3 0 4 16 16 401 42 150 3 484
split_gain=2.0758 0.587664 0.242304 0.183453 0.20569 0.268911 0.140417 0.170435 0.157454 0.125537 0.142946 0.250558 0.0905405 0.0795962 0.069367 0.0532871 0.0530368 0.0345561
threshold=0.10915500000000002 0.13712000000000005 -0.027784999999999997 0.52822500000000006 -0.029554999999999994 -0.49432999999999994 -0.078059999999999977 0.49433000000000005 -0.038414999999999998 -0.09194999999999999 -0.020389999999999995 -0.053214999999999991 -0.26987499999999992 0.078085000000000016 0.086700000000000013 0.083205000000000015 -0.097829999999999986 -0.081554999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 9 -6 -2 8 -8 10 -4 15 -3 16 -15 -12 -11 -18
right_child=1 12 3 -5 5 -7 7 -9 -10 13 11 -13 -14 14 -16 -17 17 -19
leaf_value=0.00042221298621146193 0.00029695560347553767 3.4230971456837271e-05 0.00066748662880203888 0.00075975944154460344 0.00063714097227893522 0.00033006718140221023 0.00064597055546447883 0.0002966902774419692 0.00042576157849002322 0.00051141633832962083 0.00059564579887664583 0.00034717125430850889 0.00021744018552626333 0.00074756315332599895 0.00059073650220103717 0.00047457589047982836 0.00055503271895973995 0.00061753059033118089
leaf_weight=96 91 56 83 71 54 75 59 56 93 68 173 77 63 88 52 56 122 893
leaf_count=96 91 56 83 71 54 75 59 56 93 68 173 77 63 88 52 56 122 893
internal_value=0 0.00032808 0.000585044 0.000593652 0.000586857 0.000458883 0.000406192 0.000453813 0.000511469 0.000597077 0.000544633 0.000511195 0.00013152 0.000613728 0.000689565 0.000566193 0.000603893 0.000610053
internal_weight=0 418 1908 1812 1741 129 299 208 152 1612 389 306 119 1223 140 229 1083 1015
internal_count=2326 418 1908 1812 1741 129 299 208 152 1612 389 306 119 1223 140 229 1083 1015
is_linear=0
shrinkage=0.0032998


Tree=9036
num_leaves=21
num_cat=0
split_feature=1 2 4 40 4 52 2 16 4 15 52 14 1 52 50 13 52 2 13 13
split_gain=5.87683 1.42463 0.498274 0.703522 0.480135 0.318977 0.24696 0.190541 0.373878 0.184236 0.175232 0.173145 0.162445 0.113532 0.107322 0.0980683 0.0947839 0.0895835 0.0749294 0.0603039
threshold=0.104035 0.14983000000000005 0.41181500000000004 -0.026419999999999996 0.053010000000000009 1.0000000180025095e-35 0.10161500000000002 -0.019749999999999993 -0.031874999999999994 -0.42759999999999992 -0.41304999999999997 0.062655000000000016 0.092810000000000017 0.40945500000000007 0.085685000000000011 0.0083850000000000018 0.081680000000000016 0.090225000000000014 -0.032264999999999995 -0.076584999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 19 11 -5 -9 -4 -8 12 13 15 -14 17 -17 -1 -12 -6
right_child=1 -3 9 7 5 -7 10 8 -10 -11 18 -13 14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00095179489188606983 0.00034501722015168592 6.5479595882260582e-05 0.00051663863699534681 0.00085225737299895836 0.00056863226440588468 0.00092111469040509822 0.00095772570937258442 0.00083071537965103955 0.00046609274980914748 0.00029464855211986432 0.00082566789048878111 0.0011184058279713369 0.00073888778087921798 0.00079778105675439807 0.00093187979527142915 0.00094332577701835359 0.0011263269559956242 0.00087210798619586066 0.00066913219561301983 0.00071323668647972681
leaf_weight=775 63 71 103 97 53 81 62 64 60 69 68 55 82 62 55 67 65 208 74 92
leaf_count=775 63 71 103 97 53 81 62 64 60 69 68 55 82 62 55 67 65 208 74 92
internal_value=0 0.000500837 0.000568546 0.000653669 0.00089724 0.000754142 0.000917777 0.000741497 0.000654569 0.000427789 0.000809366 0.000933906 0.000926156 0.000938876 0.000816623 0.00094669 0.00103371 0.000934969 0.000744341 0.000660624
internal_weight=0 527 456 284 1799 226 1573 221 124 172 204 1369 1314 1177 137 1115 132 983 142 145
internal_count=2326 527 456 284 1799 226 1573 221 124 172 204 1369 1314 1177 137 1115 132 983 142 145
is_linear=0
shrinkage=0.0032998


Tree=9037
num_leaves=24
num_cat=0
split_feature=1 1 12 47 1 39 484 0 0 52 0 124 15 15 15 0 43 15 15 43 52 52 16
split_gain=5.06595 1.08877 0.475746 0.364214 0.352208 0.224409 0.172807 0.16755 0.134155 0.304865 0.141879 0.131881 0.127747 0.116104 0.120959 0.101601 0.0973701 0.0952321 0.0577506 0.049355 0.103997 0.060449 0.0449608
threshold=0.10915500000000002 0.13712000000000005 0.054520000000000006 0.10372500000000003 0.088595000000000021 0.087735000000000021 0.12418000000000001 -0.057864999999999993 -0.060199999999999997 -0.43163499999999994 -0.09194999999999999 -0.081719999999999987 -0.084629999999999997 -0.10556999999999998 0.079575000000000021 -0.11471499999999998 -0.079504999999999978 -0.035449999999999988 0.11643000000000002 -0.085224999999999981 -0.15337499999999996 0.088185000000000013 0.10246000000000001
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 3 4 5 17 12 8 -3 10 -10 13 -6 -2 -4 16 -13 -15 -1 19 21 -21 -12 -11
right_child=1 7 6 -5 11 -7 -8 -9 9 22 18 15 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0009329960963715961 0.00043589280535832111 0.00027987558282353809 0.00088283169965662207 0.00072632005214619841 0.0004844211834612267 0.00030491822614239712 0.0010233973792235468 3.1430436188492893e-05 0.00092982456337877906 0.0005662329326447177 0.00094088768419174694 0.0005841939820574294 0.00062917488747920138 0.00076063258584155768 0.00083489136747144004 0.00077136992538634366 0.00055530966816553758 0.00075438132983550368 0.00075951889759159278 0.00072189090341537158 0.00086984827775796354 0.00080889641658192664 0.00070894074936365546
leaf_weight=62 78 58 84 75 60 71 59 61 64 52 205 69 75 52 74 63 53 77 57 59 713 52 53
leaf_count=62 78 58 84 75 60 71 59 61 64 52 205 69 75 52 74 63 53 77 57 59 713 52 53
internal_value=0 0.000420185 0.00082147 0.000526477 0.000707085 0.000459408 0.000845456 0.000152817 0.000838517 0.000749096 0.000849694 0.000614799 0.000530869 0.000779581 0.000730931 0.000673795 0.000657329 0.000834305 0.00086664 0.00087254 0.000858586 0.000914318 0.000638602
internal_weight=0 418 1908 299 331 224 1577 119 1518 169 1349 192 153 263 179 132 105 139 1086 1029 772 257 105
internal_count=2326 418 1908 299 331 224 1577 119 1518 169 1349 192 153 263 179 132 105 139 1086 1029 772 257 105
is_linear=0
shrinkage=0.0032998


Tree=9038
num_leaves=21
num_cat=0
split_feature=1 1 2 3 2 124 16 52 41 3 2 43 16 16 16 16 2 16 52 52
split_gain=19.1431 2.23649 1.65103 1.43372 0.726221 0.662022 0.422843 0.663375 0.40294 0.413396 0.353685 0.171034 0.161376 0.333268 0.210983 0.182599 0.132241 0.13042 0.109136 0.0540167
threshold=0.10732500000000002 0.13686500000000004 0.10515500000000001 -0.031844999999999991 0.11444000000000001 -1.0000000180025095e-35 0.15737500000000001 0.016565000000000003 0.077300000000000021 0.092330000000000009 0.14271500000000001 -0.024279999999999996 0.0014300000000000001 0.081265000000000018 -0.093079999999999982 0.034535000000000003 0.085730000000000015 0.19022000000000003 0.089725000000000013 -0.53454499999999994
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 3 5 4 -2 -1 7 -4 9 12 -3 -5 14 15 18 -14 -16 -15 -7 -8
right_child=1 10 6 11 -6 8 19 -9 -10 -11 -12 -13 13 17 16 -17 -18 -19 -20 -21
leaf_value=0.001599485597003725 0.0016969534863084581 0.0009329086039498388 0.001321562637861046 0.00095341043533652 0.0012213047481482073 0.0018405076591823145 0.0018795704276132019 0.0017525367170307495 0.0016891608010552739 0.0017093260796997699 0.00057495060214096097 0.0011641662265638802 0.0018844075465867811 0.0021353185360584747 0.0020522258193778134 0.0016045620246722425 0.0019687972726611016 0.0019176967450363193 0.0020020285429438217 0.0017312940058105556
leaf_weight=64 91 59 77 78 58 152 60 81 66 72 63 99 56 52 450 52 459 90 76 71
leaf_count=64 91 59 77 78 58 152 60 81 66 72 63 99 56 52 450 52 459 90 76 71
internal_value=0 0.00113017 0.00188952 0.00127295 0.00151204 0.00193138 0.00165923 0.00154273 0.00194528 0.00195685 0.00074835 0.00107149 0.00196967 0.0018908 0.00198698 0.00174999 0.00201014 0.00199764 0.0018945 0.00179948
internal_weight=0 448 1878 326 149 1589 289 158 1525 1459 122 177 1387 250 1137 108 909 142 228 131
internal_count=2326 448 1878 326 149 1589 289 158 1525 1459 122 177 1387 250 1137 108 909 142 228 131
is_linear=0
shrinkage=0.0032998


Tree=9039
num_leaves=24
num_cat=0
split_feature=2 2 2 3 0 0 2 0 52 16 151 3 43 50 3 0 52 3 475 3 43 2 133
split_gain=2.37934 1.48797 0.715017 0.359282 0.316578 0.203857 0.157067 0.309678 0.125472 0.123128 0.101613 0.0827179 0.129152 0.0792627 0.15527 0.0721028 0.070983 0.116932 0.103168 0.0484555 0.0320358 0.0635766 0.0131377
threshold=0.11084500000000001 -1.0000000180025095e-35 0.16730000000000003 -0.049204999999999992 -0.10490499999999998 -0.068669999999999995 0.10272000000000002 -0.13513499999999998 0.40391000000000005 0.15737500000000001 -1.0000000180025095e-35 0.20828500000000003 -0.024279999999999996 0.083090000000000011 -0.13088999999999998 -0.078209999999999988 0.0029250000000000005 -0.092904999999999988 -0.085719999999999977 -0.082224999999999979 -0.085349999999999995 0.085835000000000009 0.087425000000000017
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=1 5 3 9 6 -1 7 10 13 19 -3 12 -5 14 -6 -10 18 -18 -16 -2 -15 22 -22
right_child=2 4 -4 11 8 -7 -8 -9 15 -11 -12 -13 -14 20 16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.00057348119104278135 0.00048017155056405002 0.00066674404115148384 0.00011934295401746813 0.00034436547035784183 0.00063912054474770297 0.00031924108318392091 0.00051168270406398025 0.00048718861306647622 0.00076340885443912149 0.000732563468805923 0.00085375088874461936 0.00032261339298244695 0.00055567066435117311 0.00092766473527305883 0.00090924392524194167 0.00059925363423376371 0.00097311967636148629 0.00080653244254041967 0.00075211329714743491 0.00062515370435374756 0.00088820894354530615 0.0007319234638841687 0.00081339438754746802
leaf_weight=58 52 52 55 54 77 87 60 52 65 75 92 62 80 53 53 59 54 430 476 56 112 58 54
leaf_count=58 52 52 55 54 77 87 60 52 65 75 92 62 80 53 53 59 54 430 476 56 112 58 54
internal_value=0 0.000742925 0.000471766 0.000522816 0.000769609 0.00042118 0.000661548 0.000707245 0.000788139 0.000628362 0.000786465 0.000424091 0.000470781 0.000797416 0.000784318 0.000685587 0.00079532 0.000825191 0.000767923 0.000555674 0.000848831 0.000830021 0.000864084
internal_weight=0 1892 434 379 1747 145 256 196 1491 183 144 196 134 1367 1090 124 1013 484 529 108 277 224 166
internal_count=2326 1892 434 379 1747 145 256 196 1491 183 144 196 134 1367 1090 124 1013 484 529 108 277 224 166
is_linear=0
shrinkage=0.0032998


Tree=9040
num_leaves=16
num_cat=0
split_feature=2 15 147 16 13 402 2 1210 15 1455 16 52 13 42 13
split_gain=0.303872 0.131661 0.144649 0.140506 0.125246 0.0701153 0.0978305 0.071737 0.129772 0.0780993 0.080629 0.0711887 0.066871 0.0521992 0.0186069
threshold=0.14271500000000001 -0.37478999999999996 0.089365000000000014 -0.42004999999999992 -0.16392499999999996 0.0064150000000000014 0.090545000000000014 -0.0093199999999999967 0.084990000000000024 0.083760000000000015 -0.025314999999999994 -0.087769999999999987 -0.0080999999999999978 0.094225000000000017 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 7 12 8 -6 11 -11 -9 14 -2 -7
right_child=13 2 -4 -5 5 6 -8 9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.01192956313981261 -0.00044307260320365925 0.0044827409623847672 0.0035882179142703086 0.00026581855212943421 0.0012654116648894696 0.011841217220307773 0.0091047921802175514 0.01408493908982901 0.011725238417406853 0.0025191536939934418 0.011218054239052365 0.011334418145410224 0.020704832073035688 0.0062186136467608163 0.016028523042115068
leaf_weight=53 71 70 68 66 55 63 76 369 88 52 74 1038 66 62 69
leaf_count=53 71 70 68 66 55 63 76 369 88 52 74 1038 66 62 69
internal_value=0 0.0109499 0.011261 0.00547569 0.0115184 0.0117701 0.0142914 0.0113568 0.00771479 0.0116954 0.00764229 0.012057 0.0162731 0.00264887 0.0140436
internal_weight=0 2207 2088 119 2020 1950 274 1676 143 1533 126 1407 198 133 132
internal_count=2340 2207 2088 119 2020 1950 274 1676 143 1533 126 1407 198 133 132
is_linear=0
shrinkage=0.16829


Tree=9041
num_leaves=29
num_cat=0
split_feature=4 15 4 2 481 1 52 16 3 4 4 12 2 52 52 52 15 3 12 50 4 12 16 15 16 50 16 3
split_gain=0.308304 0.148993 0.0962043 0.0940371 0.097915 0.0859839 0.150897 0.257686 0.10952 0.0815094 0.0763022 0.0513154 0.0621297 0.0512799 0.0862935 0.0823436 0.0688621 0.0662039 0.0593303 0.0463427 0.0632407 0.0253046 0.0215834 0.0189292 0.0426777 0.0152225 0.0124305 0.0109734
threshold=0.40124500000000002 -0.42759999999999992 0.42098500000000005 0.090000000000000011 -0.086354999999999987 0.081315000000000012 -0.41304999999999997 -0.0092499999999999978 0.077930000000000013 -0.21586499999999997 0.55608500000000005 0.087045000000000025 0.09277500000000001 0.088555000000000009 0.081680000000000016 0.08568000000000002 0.090455000000000021 -0.0047649999999999993 0.086315000000000017 0.089465000000000017 -0.078909999999999994 0.091475000000000015 -0.080789999999999987 -0.074959999999999985 -0.050529999999999999 0.098445000000000019 -0.052894999999999991 -0.085969999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 -3 4 -1 9 -7 8 -8 -5 -2 -11 21 14 17 -16 18 19 -15 20 -6 -13 -20 26 -25 -21 -14 -17
right_child=1 2 -4 5 13 6 7 -9 -10 11 -12 12 23 16 15 27 -18 -19 22 25 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0032336360290424384 0.010925803037319439 0.0035363072012069151 -0.0062782520052672847 0.0028591004463225668 0.0055609741792517018 0.01254256297673499 0.0027458514137665788 -0.0039207706421836228 0.011896426974356313 0.01358656454023815 0.0022720964093281564 0.0027675598938337632 0.010328080629828859 0.0020028308765460243 0.019221607344739166 0.0098609770856596859 0.013521116384593985 0.015026828175974566 0.0069422990148195439 0.013966313908775113 0.010128368670930516 0.0080637813049275094 0.011443746425738834 0.011653133134114748 0.007201664204577617 0.010701447609128816 0.013988844067462184 0.013509716243772996
leaf_weight=53 65 55 58 53 118 71 68 82 83 88 53 52 68 52 69 54 59 81 79 81 337 53 53 117 135 99 52 52
leaf_count=53 65 55 58 53 118 71 68 82 83 88 53 52 68 52 69 54 59 81 79 81 337 53 53 117 135 99 52 52
internal_value=0 0.00286906 -0.00148536 0.00935673 0.0103525 0.0080728 0.00573992 0.00365931 0.00778754 0.00921746 0.00705419 0.00981073 0.00911037 0.0106836 0.0112808 0.0146565 0.0084866 0.0104533 0.0068625 0.00986702 0.00894781 0.005458 0.00876331 0.0101365 0.00927555 0.0121806 0.0119294 0.0116679
internal_weight=0 231 113 2109 1187 922 304 233 151 618 118 565 477 1134 891 175 243 716 184 635 455 105 132 372 252 180 120 106
internal_count=2340 231 113 2109 1187 922 304 233 151 618 118 565 477 1134 891 175 243 716 184 635 455 105 132 372 252 180 120 106
is_linear=0
shrinkage=0.16829


Tree=9042
num_leaves=26
num_cat=0
split_feature=3 40 12 2 147 3 2 3 2 12 16 2 3 2 3 16 484 3 16 16 3 2 1213 12 3
split_gain=6.26722 2.94174 1.28651 0.753027 0.649604 0.64231 0.43493 0.364715 0.327307 0.288089 0.202241 0.184587 0.190415 0.18177 0.152958 0.123268 0.088131 0.136298 0.0847005 0.0731054 0.0728469 0.0687999 0.0519163 0.0267355 0.019762
threshold=0.30112000000000005 -0.024094999999999995 0.054520000000000006 0.13290500000000002 1.0000000180025095e-35 0.06269000000000001 0.10527500000000002 0.10812000000000001 -1.0000000180025095e-35 0.088845000000000021 -0.34140499999999996 0.08647500000000001 -0.092019999999999977 0.10244500000000002 -0.09132499999999999 -0.071359999999999993 0.062030000000000009 -0.072579999999999992 -0.0070899999999999991 -0.082354999999999984 -0.087784999999999988 0.090790000000000023 -0.086554999999999979 0.084955000000000017 -0.08397499999999998
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=1 3 4 8 5 6 -3 -7 -1 11 -11 12 -4 -10 -13 19 17 -17 22 20 -12 23 -14 -16 -21
right_child=-2 2 9 -5 -6 7 -8 -9 13 10 15 14 18 -15 21 16 -18 -19 -20 24 -22 -23 -24 -25 -26
leaf_value=0.00056183614227357109 0.00013864660078612406 0.0009014284979215676 0.0013116964199560112 0.00031012093914017686 0.0005035260839222613 0.0011641081349481983 0.00049923153237314626 0.00082961216956228421 0.0010015086047844911 0.00086491998912171771 0.0011629527098447002 0.00090733032978422047 0.0010699413962804735 0.00072985798840679238 0.00099748582810202033 0.0010590463291300413 0.00088370528021755829 0.00092312046064250627 0.0010058745085156397 0.0010950005042001162 0.0010135862883621052 0.0012041449282850917 0.0011822081656645963 0.0010944998466678143 0.0011843943414464322
leaf_weight=66 98 67 82 57 52 102 53 56 52 75 52 62 68 59 58 371 55 109 54 60 154 54 209 118 97
leaf_count=66 98 67 82 57 52 102 53 56 52 75 52 62 68 59 58 371 55 109 54 60 154 54 209 118 97
internal_value=0 0.000991582 0.00103241 0.000641042 0.000843565 0.000907043 0.000724085 0.00104578 0.000747411 0.00106953 0.00103227 0.00112091 0.00116663 0.000857435 0.00105613 0.00104621 0.00101346 0.00102825 0.00113059 0.00109437 0.00105146 0.00109608 0.00115478 0.00106273 0.00115046
internal_weight=0 2242 2008 234 330 278 120 158 177 1678 973 705 413 111 292 898 535 480 331 363 206 230 277 176 157
internal_count=2340 2242 2008 234 330 278 120 158 177 1678 973 705 413 111 292 898 535 480 331 363 206 230 277 176 157
is_linear=0
shrinkage=0.0032998


Tree=9043
num_leaves=25
num_cat=0
split_feature=1 52 1 1 150 2 47 402 47 51 0 52 0 43 42 1 0 132 1455 15 0 42 43 52
split_gain=5.30728 1.12594 0.663774 0.503563 0.487384 0.322401 0.303306 0.191932 0.197989 0.176554 0.175461 0.175061 0.139775 0.145876 0.138807 0.136253 0.107561 0.0801406 0.0698615 0.0682652 0.0625092 0.0476274 0.0468234 0.0235157
threshold=0.10684 -0.26738999999999996 0.14787500000000001 0.096035000000000023 0.083205000000000015 0.090000000000000011 0.07813500000000001 0.049895000000000002 0.077555000000000013 0.089685000000000001 -0.091054999999999983 0.11614000000000001 -0.079249999999999987 -0.038674999999999994 0.077855000000000021 0.081315000000000012 -0.11169999999999998 0.09678500000000001 0.080040000000000014 0.08597500000000001 -0.10946999999999998 0.088775000000000007 -0.079774999999999985 -0.091234999999999983
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 6 5 10 7 9 8 11 14 -5 12 21 -14 20 16 -7 18 22 -9 -3 -1 -18 -12
right_child=1 2 -4 4 -6 15 -8 19 -10 -11 23 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00091582558650384646 0.00089903971163237512 0.00035409084031635783 6.1036622996085346e-05 0.00063101696942606902 0.00042504053740092748 0.00097523750139428861 0.00061089968669924785 0.0010749592141636297 0.0010324055751241177 0.00056167805797947455 0.00092208247703787357 0.00068836687794387129 0.00064286803882839612 0.0008918832902915575 0.0004513230927520169 0.00066513546540143415 0.00089207909352198491 0.00068838551772536227 0.00072253328589760629 0.00093725566825734335 0.00020429263484350363 0.00081759573523807253 0.00081695675212592922 0.00081364080252508168
leaf_weight=481 55 60 56 53 54 52 93 89 91 53 52 57 52 54 84 64 153 53 65 83 65 69 296 56
leaf_count=481 55 60 56 53 54 52 93 89 91 53 52 57 52 54 84 64 153 53 65 83 65 69 296 56
internal_value=0 0.000455139 0.000395651 0.000848832 0.000697739 0.000868392 0.000448336 0.000907186 0.000885422 0.000390497 0.000788985 0.000866613 0.000882047 0.000770057 0.000346919 0.000812904 0.000828125 0.000814572 0.000827514 0.00100871 0.000276478 0.000903566 0.000842634 0.00086618
internal_weight=0 466 411 1874 215 1659 355 976 804 262 161 713 656 106 209 683 619 567 514 172 125 550 449 108
internal_count=2340 466 411 1874 215 1659 355 976 804 262 161 713 656 106 209 683 619 567 514 172 125 550 449 108
is_linear=0
shrinkage=0.0032998


Tree=9044
num_leaves=24
num_cat=0
split_feature=4 3 0 150 0 14 49 47 4 16 16 4 401 16 4 52 16 4 4 49 483 401 159
split_gain=9.65957 3.04376 1.78135 0.95019 0.896553 0.863486 0.787272 0.727691 0.702831 1.18999 0.66178 0.399551 0.358765 0.300214 0.25807 0.308815 0.180442 0.502458 0.160741 0.144723 0.129189 0.113105 0.0916622
threshold=0.30163500000000004 0.25468500000000005 -0.068669999999999995 0.081245000000000026 -0.10264999999999998 -0.42214499999999994 -0.05529499999999999 0.077555000000000013 -0.047714999999999987 -0.066704999999999987 -0.49181999999999998 -0.012419999999999999 0.078085000000000016 -0.36241499999999999 0.014585000000000002 0.28251000000000009 0.081265000000000018 -0.07928499999999998 -0.49269499999999994 0.091325000000000003 0.092420000000000016 0.094270000000000007 -0.4182749999999999
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=1 2 4 5 7 -2 -4 8 -1 13 -7 16 14 -10 15 20 17 -8 -18 -16 -6 -14 -17
right_child=3 -3 6 -5 12 10 11 -9 9 -11 -12 -13 21 -15 19 22 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0013004730257778223 0.00068542918773717865 0.00036528563302827316 0.00061378576408217486 0.00082254313859088228 0.0012663478191296408 0.00042586762773777102 0.0007327535290056244 0.0013749987767992702 0.0012166231638772891 0.00055371769349404378 -2.966782399823273e-05 0.00082420758828760882 0.0015135372906582224 0.00088977569977776046 0.0011863008594009703 0.001162580277415217 0.0012397112224067067 0.0011840942888361619 0.0010372917073318926 0.0009434563063902289 0.0010988603773917792 0.0013188325591860263 0.0009845760262298033
leaf_weight=54 52 56 62 53 821 66 52 58 71 78 73 91 54 56 55 78 93 57 86 57 57 100 60
leaf_count=54 52 56 62 53 821 66 52 58 71 78 73 91 54 56 55 78 93 57 86 57 57 100 60
internal_value=0 0.00112517 0.00114601 0.000431204 0.00119731 0.000322428 0.000959933 0.00103948 0.000964204 0.000875454 0.000186376 0.00101647 0.00123631 0.00107278 0.00121566 0.00123245 0.00107709 0.000969099 0.00114266 0.00106302 0.00125551 0.00138733 0.00108544
internal_weight=0 2096 2040 244 1599 191 441 317 259 205 139 379 1282 127 1128 1016 288 109 179 112 878 154 138
internal_count=2340 2096 2040 244 1599 191 441 317 259 205 139 379 1282 127 1128 1016 288 109 179 112 878 154 138
is_linear=0
shrinkage=0.0032998


Tree=9045
num_leaves=27
num_cat=0
split_feature=12 2 2 2 2 12 0 16 1212 2 16 1212 0 16 13 13 12 402 0 52 12 42 13 2 16 52
split_gain=3.45735 1.14869 0.756863 0.931056 0.455925 0.431988 0.358028 0.191903 0.180354 0.171785 0.167223 0.124963 0.12403 0.131129 0.127959 0.108237 0.0771667 0.0666571 0.0778054 0.0481904 0.0480205 0.035603 0.0565781 0.0468489 0.032479 0.0252989
threshold=0.054520000000000006 0.12454500000000002 0.11353000000000001 -1.0000000180025095e-35 0.094955000000000025 0.090465000000000004 -0.13010499999999997 -0.23071499999999998 0.082415000000000016 0.14721500000000001 -0.042349999999999992 0.087685000000000013 0.11535000000000002 0.041625000000000002 -0.061199999999999991 -0.011834999999999998 -0.042789999999999988 -0.020594999999999999 -0.10803999999999998 -0.030899999999999997 0.091625000000000012 0.083385000000000015 -0.048839999999999995 0.085025000000000003 -0.081634999999999985 -0.11183499999999999
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 5 3 15 10 8 -6 -7 17 16 -5 -10 13 19 25 -1 -4 -2 -19 -9 -21 22 -20 -23 -13 -15
right_child=1 -3 9 4 6 7 -8 12 11 -11 -12 24 -14 14 -16 -17 -18 18 21 20 -22 23 -24 -25 -26 -27
leaf_value=0.00044713133468516015 0.00096407543139039292 0.00041549510316375401 0.00053407494149942654 0.00070430400531637364 0.00042077283785864431 0.00057895445716892795 0.00073574320841541423 0.00089510143343244492 0.0011040715808251563 0.0002366820558981872 0.00094771270067777261 0.00096544319943610366 0.00092788021685336921 0.00080437129131442453 0.00057595938201350462 0.00024293994139415738 0.00037400186739843904 0.00072239575861883271 0.00098623818206032554 0.00068946907872724299 0.00079859344335128364 0.00077361701312613656 0.00085523757206195402 0.00085459496292268546 0.00083992545179033241 0.00069983348664128973
leaf_weight=62 54 80 52 54 77 59 82 52 54 77 77 54 57 65 70 54 98 61 52 57 327 123 165 294 52 56
leaf_count=62 54 80 52 54 77 59 82 52 54 77 77 54 57 65 70 54 98 61 52 57 327 123 165 294 52 56
internal_value=0 0.000802554 0.00051739 0.000602842 0.000702905 0.000821276 0.000583432 0.000761872 0.000869794 0.000364401 0.000847645 0.000971877 0.000777599 0.000763881 0.000690379 0.00035238 0.000429729 0.00084794 0.000838865 0.000795999 0.000782487 0.000850016 0.000886792 0.000830794 0.000904201 0.000756281
internal_weight=0 1732 633 406 290 1652 159 743 909 227 131 160 684 627 191 116 150 749 695 436 384 634 217 417 106 121
internal_count=2365 1732 633 406 290 1652 159 743 909 227 131 160 684 627 191 116 150 749 695 436 384 634 217 417 106 121
is_linear=0
shrinkage=0.0032998


Tree=9046
num_leaves=28
num_cat=0
split_feature=1 2 15 150 2 1 4 15 43 43 43 0 1 4 403 484 474 4 481 158 15 0 2 15 43 40 15
split_gain=5.16657 0.917262 0.592539 0.40797 0.31723 0.26142 0.159048 0.186536 0.144293 0.313747 0.109639 0.0981963 0.217633 0.073466 0.0689022 0.0653147 0.100202 0.0758768 0.0763892 0.059035 0.0573479 0.0467348 0.0406364 0.0342196 0.029546 0.0276964 0.0271939
threshold=0.10141500000000002 0.14234000000000005 -0.085499999999999979 0.086845000000000019 0.094835000000000017 0.090150000000000022 -0.38908499999999996 -0.032704999999999991 0.03851000000000001 0.11012500000000001 -0.0094899999999999984 0.048285000000000008 0.086255000000000012 -0.065454999999999985 -1.0000000180025095e-35 0.085435000000000025 0.084550000000000014 -0.14236999999999997 -0.085784999999999986 0.085620000000000016 -0.032264999999999995 -0.13513499999999998 0.16730000000000003 -0.077559999999999976 -0.085894999999999985 -0.07632499999999999 -0.074959999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 6 5 8 -4 -8 15 -10 25 12 13 -6 -7 17 -17 -1 -19 -20 24 -12 -3 -16 -15 -2 -26
right_child=1 22 3 -5 11 14 7 -9 9 -11 21 -13 -14 20 23 16 -18 18 19 -21 -22 -23 -24 -25 26 -27 -28
leaf_value=0.0010297101743672989 0.00042415028852022202 0.0002958483585105017 0.00089415037941030322 0.00044741100771609029 0.00095341552220150913 0.00087933724011090013 0.00080075785279284581 0.00055355189518365854 0.0012053298738581692 0.0008718731411580566 0.00045215281355256488 0.00066482517105806351 0.00060583897348544106 0.00091956352667347109 0.00081426174725467864 0.00089715502679089281 0.00071183340519268207 0.00077258117050435623 0.000898232798379155 0.0010161235078674396 0.00073538329170802833 0.00059319750676586035 0.00016603087934364573 0.00070243569967475743 0.0008604515305655027 0.00031737653083989842 0.00076272825564493963
leaf_weight=55 58 56 60 65 54 59 74 63 55 73 58 65 52 52 52 88 54 53 674 55 77 52 53 98 90 57 63
leaf_count=55 58 56 60 65 54 59 74 63 55 73 58 65 52 52 52 88 54 53 674 55 77 52 53 98 90 57 63
internal_value=0 0.000507227 0.000568521 0.000675444 0.000862635 0.000888768 0.000750504 0.000687336 0.00090917 0.00101543 0.000443858 0.000786639 0.000806955 0.000837975 0.000780534 0.000895241 0.000826929 0.000906789 0.000898098 0.000907175 0.000815745 0.000519149 0.000233049 0.000741437 0.000845757 0.000371534 0.000820443
internal_weight=0 596 487 262 1769 1316 197 137 1107 128 225 453 388 336 209 979 142 837 782 729 282 110 109 150 205 115 153
internal_count=2365 596 487 262 1769 1316 197 137 1107 128 225 453 388 336 209 979 142 837 782 729 282 110 109 150 205 115 153
is_linear=0
shrinkage=0.0032998


Tree=9047
num_leaves=24
num_cat=0
split_feature=3 40 12 3 3 12 1213 3 42 160 2 160 2 42 3 3 3 3 158 52 42 3 3
split_gain=0.318308 0.186764 0.12172 0.0994998 0.138868 0.10526 0.0912162 0.119631 0.0975965 0.0786535 0.0973012 0.0582566 0.045201 0.0404786 0.0800494 0.0442689 0.0331766 0.0307077 0.0300178 0.0395156 0.05625 0.042121 0.0236296
threshold=-0.052614999999999995 -0.084709999999999994 0.023990000000000004 0.149315 -1.0000000180025095e-35 -0.064509999999999984 -0.081649999999999986 -0.089409999999999976 0.087550000000000017 0.0039250000000000005 0.11280000000000003 -0.52481499999999992 0.14106500000000002 0.08870500000000002 -0.08397499999999998 -0.081224999999999978 -0.010299999999999998 0.084735000000000019 0.085900000000000018 -0.016219999999999995 0.083795000000000022 -0.095764999999999989 -0.079379999999999992
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 -2 -1 4 5 16 7 -4 -9 10 17 -8 -5 18 -15 -16 -3 -6 19 20 -13 -21 -17
right_child=1 3 6 12 9 -7 11 8 -10 -11 -12 13 -14 14 15 22 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0031475798408439558 -0.0014550070109797645 0.010227369744739423 0.021615048316468467 0.0062171705119477665 0.014833642869309072 -0.0012801445673164581 0.006024408603547895 0.0085543827195108599 0.016655641036739628 0.0169877191635966 0.0041129474728261606 0.011705025485998648 -0.00038640159073138268 0.0051088202112146491 0.014243597124306192 0.0064650249141129604 0.0045282600135132037 0.010026017068072388 0.014924769217098977 0.015677205525738269 0.0068846070967969377 0.01160071964860512 0.010538829150589199
leaf_weight=54 71 68 52 66 64 52 70 92 80 53 64 177 52 87 85 52 53 103 79 89 116 455 231
leaf_count=54 71 68 52 66 64 52 70 92 80 53 64 177 52 87 85 52 53 103 79 89 116 455 231
internal_value=0 0.00666691 0.0110572 0.00767292 0.00880019 0.00502249 0.0113127 0.0144957 0.0123329 0.0110951 0.0097353 0.0108166 0.0032919 0.01106 0.00973893 0.0108287 0.00774591 0.0118792 0.0117142 0.0114091 0.00980273 0.0122709 0.00979663
internal_weight=0 646 1719 575 457 173 1665 224 172 284 231 1441 118 1371 455 368 121 167 916 837 293 544 283
internal_count=2365 646 1719 575 457 173 1665 224 172 284 231 1441 118 1371 455 368 121 167 916 837 293 544 283
is_linear=0
shrinkage=0.16829


Tree=9048
num_leaves=23
num_cat=0
split_feature=49 1212 43 12 4 4 40 49 43 4 49 160 12 160 1212 1429 12 12 16 4 43 475
split_gain=0.200917 0.160296 0.26526 0.126139 0.0987586 0.149854 0.0947945 0.103885 0.0717721 0.0932604 0.0921731 0.0544104 0.0559239 0.0476515 0.0437508 0.0302063 0.0295178 0.0602247 0.0276662 0.0284442 0.0226233 0.0194833
threshold=-0.046979999999999987 0.073745000000000019 0.053035000000000006 0.083885000000000015 -0.16772499999999999 -0.080344999999999986 -0.081369999999999984 -0.072214999999999988 -0.073404999999999984 0.0082450000000000006 0.091885000000000008 -0.24155499999999996 0.09302500000000001 -0.072114999999999985 0.10321500000000002 0.083985000000000018 0.11999500000000002 0.10648500000000001 -0.006494999999999999 0.0017200000000000002 -0.011584999999999998 -0.080204999999999985
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=6 3 14 4 -2 -6 -1 18 9 -7 13 12 -5 -10 20 16 17 21 19 -8 -3 -13
right_child=1 2 -4 11 5 8 7 -9 10 -11 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0017023067709795124 0.01115624502769908 0.013293046308102682 0.023025561001469373 0.008914195138099849 -0.0028050898797018602 0.0075888061272350836 0.0039261444124754916 0.00043214548954307366 0.0057100856414134772 -0.00067550823014098148 0.0022108278198108007 0.0065457880381143722 0.0016811274844846413 0.011651966257752108 0.0056544728757009916 0.012389560299241813 0.012925935859096748 0.004626887525444121 0.011269347056127216 0.0093266363703089425 0.0088873946983342236 0.0096634667197452832
leaf_weight=62 92 81 56 71 59 76 60 75 56 78 59 65 54 131 53 100 61 82 52 54 62 826
leaf_count=62 92 81 56 71 59 76 60 75 56 78 59 65 54 131 53 100 61 82 52 54 62 826
internal_value=0 0.00879719 0.0127868 0.00824074 0.00610733 0.00509143 0.00414414 0.00565566 0.00626066 0.00339132 0.00804961 0.009173 0.00580388 0.00988219 0.00985222 0.00954279 0.00926574 0.00903443 0.00800486 0.00650003 0.0113955 0.00943804
internal_weight=0 2062 252 1810 551 459 303 241 400 154 246 1259 125 187 196 1134 1034 973 166 114 143 891
internal_count=2365 2062 252 1810 551 459 303 241 400 154 246 1259 125 187 196 1134 1034 973 166 114 143 891
is_linear=0
shrinkage=0.16829


Tree=9049
num_leaves=21
num_cat=0
split_feature=49 1213 43 12 43 40 49 49 43 12 15 1447 43 43 48 49 43 43 12 12
split_gain=0.139501 0.112217 0.319939 0.0919615 0.143679 0.0725413 0.0751832 0.0492855 0.0502948 0.0610695 0.0599652 0.0500595 0.0546694 0.04526 0.0445201 0.0395199 0.0167828 0.0137329 0.035006 0.021321
threshold=-0.048579999999999991 -0.081649999999999986 0.0019650000000000002 -0.085719999999999977 -0.078564999999999982 -0.081239999999999993 -0.072214999999999988 0.15638000000000005 0.0066850000000000008 0.086620000000000016 -0.24269999999999997 -0.085024999999999989 -0.14726499999999995 -0.0075499999999999986 0.089670000000000014 -0.098534999999999998 -0.022549999999999997 0.15737500000000001 0.096780000000000019 0.10031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 13 4 -3 -1 14 8 10 -10 -5 -12 -13 16 15 -7 -2 18 -11 -19
right_child=1 3 -4 7 -6 6 -8 -9 9 17 11 12 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=-0.0015956541295156072 0.0073234289889519723 -0.0037716222514340958 0.02232567096185166 0.0035739344154590335 0.0071102778328284095 0.011884887253868433 0.00014275440913098198 0.0023576205502066016 5.3153346977003679e-05 0.0080796393475522296 0.0039000861692313794 0.011646956922873439 0.0079707706936776937 0.0034063151689834262 0.0028175991048991745 0.0053521365704464786 0.011564206510501362 0.0055562248094636561 0.0019333072931569655 0.010377564130775074
leaf_weight=64 62 57 53 90 86 56 70 58 52 55 77 131 1077 57 55 52 52 57 52 52
leaf_count=64 62 57 53 90 86 56 70 58 52 55 77 131 1077 57 55 52 52 57 52 52
internal_value=0 0.00731415 0.0108848 0.00687942 0.00276017 0.00340167 0.00478204 0.00722467 0.00739539 0.00526567 0.00780918 0.00810441 0.00837092 0.00732833 0.00676335 0.00875612 0.00927358 0.00651222 0.00510943 0.0078728
internal_weight=0 2068 224 1844 143 297 233 1701 1643 268 1375 1285 1208 171 163 108 114 216 107 109
internal_count=2365 2068 224 1844 143 297 233 1701 1643 268 1375 1285 1208 171 163 108 114 216 107 109
is_linear=0
shrinkage=0.16829


Tree=9050
num_leaves=29
num_cat=0
split_feature=1 2 14 2 12 150 4 14 376 48 2 4 4 4 13 133 4 13 42 1 475 158 403 2 2 2 1 475
split_gain=4.53018 0.746396 0.428741 0.378223 0.335138 0.2516 0.205692 0.199375 0.154552 0.108946 0.134737 0.104735 0.125881 0.103788 0.100444 0.104805 0.0805601 0.0660661 0.0935755 0.0814577 0.0748602 0.061277 0.0571317 0.0529054 0.0472565 0.0447175 0.0362533 0.0219804
threshold=0.104035 0.16730000000000003 0.054835000000000009 0.089775000000000008 0.087245000000000003 0.083435000000000023 0.22738500000000003 -0.18536 0.083785000000000012 0.10078500000000001 0.10859000000000001 -0.49432999999999994 -0.13833499999999996 -0.081759999999999985 -0.011764999999999998 -0.018739999999999996 0.053010000000000009 -0.0094049999999999984 0.088285000000000016 0.091960000000000014 -0.084784999999999985 1.0000000180025095e-35 -0.085464999999999985 0.11043500000000002 0.084245000000000014 0.078405000000000016 0.08844500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 7 11 -6 -2 9 10 -9 -5 -13 14 22 -16 23 18 20 26 -15 -18 -1 -14 -17 -19 -20 -22
right_child=1 -3 -4 5 6 -7 -8 8 -10 -11 -12 12 16 17 15 24 21 25 19 -21 27 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00086588746835294277 0.0005966826881492628 6.5431189817638513e-05 0.0010459807336852601 0.00087093682630469318 0.00069554739296453323 0.0005328345829247814 0.00045464580007694057 0.00046837155196384071 0.00021742132405757849 0.00055071343548972348 0.00027114623216327065 0.00057599873832743346 0.00074887010157797217 0.0007292171856343872 0.00069671816558803713 0.00078710819961906511 0.00063560081848356494 0.00064969660436500114 0.00075453090723993357 0.00083899340303978699 0.00093663692134364864 0.0007759993215586497 0.0010109007860135534 0.00085082228216323223 0.00091422199945699525 0.00077954670225386649 0.00063886584026755407 0.00085256316374679203
leaf_weight=64 57 52 68 63 102 72 64 81 52 53 73 57 300 54 57 57 115 55 76 84 52 53 67 76 95 76 59 233
leaf_count=64 57 52 68 63 102 72 64 81 52 53 73 57 300 54 57 57 115 55 76 84 52 53 67 76 95 76 59 233
internal_value=0 0.000441814 0.000787365 0.000777381 0.000482346 0.000719867 0.000602882 0.000418916 0.000379657 0.000420242 0.00037511 0.000740094 0.00072632 0.000818485 0.000866816 0.000820573 0.000742006 0.000794584 0.000810787 0.000756088 0.000846019 0.000680103 0.000940324 0.000769571 0.000866786 0.000725298 0.000704242 0.000868027
internal_weight=0 534 1833 1765 482 736 166 316 259 207 154 664 601 1029 340 209 544 689 558 219 339 168 131 376 152 131 135 285
internal_count=2367 534 1833 1765 482 736 166 316 259 207 154 664 601 1029 340 209 544 689 558 219 339 168 131 376 152 131 135 285
is_linear=0
shrinkage=0.0032998


Tree=9051
num_leaves=28
num_cat=0
split_feature=1 12 16 2 0 12 1 2 15 12 42 0 0 15 16 0 15 48 52 2 12 475 0 2 42 402 0
split_gain=0.205844 0.123671 0.122916 0.0922651 0.082467 0.0640123 0.0813364 0.0745047 0.0540554 0.128932 0.137247 0.128262 0.116157 0.405189 0.0738219 0.0574552 0.210334 0.0424368 0.0833382 0.0553337 0.0389084 0.0404711 0.0378852 0.0722664 0.039064 0.0372996 0.0271866
threshold=0.104035 0.10799000000000002 -0.50942999999999994 -0.007134999999999999 -0.14216999999999999 -0.010219999999999998 0.096630000000000008 0.096325000000000008 0.03981500000000001 0.085635000000000003 0.085790000000000019 -0.086764999999999995 -0.10653 -0.097499999999999989 0.037060000000000003 0.047740000000000012 -0.045404999999999994 0.094275000000000012 -0.10271999999999999 0.12901000000000004 0.095980000000000024 -0.084699999999999984 -0.07304999999999999 0.10859000000000001 -0.087919999999999984 -0.061769999999999999 -0.081344999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 7 8 -1 12 10 11 -10 13 -7 20 16 -16 18 -6 -20 21 -14 24 -24 26 -26 -11
right_child=1 -3 3 4 17 6 -8 -9 9 22 -12 -13 14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28
leaf_value=0.015557174072252931 0.010227878849273203 -0.0034518715593759826 -0.0031820019436319849 -0.0016981920288167438 0.0019792060887838265 0.010517885375481002 0.011418061214061026 0.0068074401952812839 0.013282190609519301 0.0013446380554043278 0.016880212745434192 0.0015313086494164571 0.0041729913767400515 -0.010194342881664507 0.0061273644387353499 0.0085061054195579699 -0.0060084775226814848 0.0010676998291516626 0.0059832704453973854 0.012968688884941258 0.0039942884714373331 0.0089269018933114657 -0.00057450814601143173 0.0078058189409773932 0.011858720346068786 0.006997744150517328 0.0066386870098026759
leaf_weight=52 79 69 59 58 79 54 98 61 53 55 75 53 62 53 133 58 58 55 79 56 78 323 60 56 53 341 57
leaf_count=52 79 69 59 58 79 54 98 61 53 55 75 53 62 53 133 58 58 55 79 56 78 323 60 56 53 341 57
internal_value=0 0.00318238 0.00417068 0.00292634 0.00403396 0.00694412 0.00668649 0.0108498 0.0063995 0.00738689 0.0113521 0.0074237 0.00542921 0.000241767 0.00620627 0.00385463 0.00243273 0.00527656 0.00634989 0.00889423 0.00746709 0.008166 0.00623014 0.00345568 0.00686263 0.00765619 0.00405497
internal_weight=0 534 465 386 327 1833 1720 113 1622 803 181 106 819 107 712 249 191 269 214 135 463 385 622 116 506 394 112
internal_count=2367 534 465 386 327 1833 1720 113 1622 803 181 106 819 107 712 249 191 269 214 135 463 385 622 116 506 394 112
is_linear=0
shrinkage=0.16829


Tree=9052
num_leaves=16
num_cat=0
split_feature=1 157 0 51 2 2 12 51 51 14 3 399 160 15 1
split_gain=0.142427 0.109342 0.102266 0.0862822 0.0983743 0.0902232 0.0579739 0.074643 0.0678393 0.0614502 0.0694399 0.0843516 0.054336 0.029117 0.068736
threshold=0.104035 -0.077384999999999995 0.033830000000000006 0.10614000000000001 -0.007134999999999999 0.14794000000000004 0.11769500000000001 -0.17169499999999996 -0.10283999999999999 0.054835000000000009 -0.15500999999999998 0.091035000000000019 -0.091244999999999979 -0.21242999999999998 0.11762000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 13 7 -1 -9 10 -10 12 -12 -6 -15
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 11 -13 -14 14 -16
leaf_value=0.010495011263820022 -0.0046696284673325887 -0.004947035180364742 0.010014382229745182 0.0083810532329672838 0.0012153570123977476 -0.0029985932246547335 0.00080953459914428019 -8.8130450739718172e-05 -0.00015755482621700301 0.011205643760174959 0.0080021203860713101 0.012586886560265046 0.0051974014675548559 0.0027791470093497402 0.0097380848538558291
leaf_weight=98 52 56 59 61 69 62 65 55 55 60 237 52 1211 111 64
leaf_count=98 52 56 59 61 69 62 65 55 55 60 237 52 1211 111 64
internal_value=0 0.00264739 0.0034405 0.00251933 0.00152662 0.00271721 0.00577764 0.00595928 0.00569203 0.00588999 0.00568373 0.00589911 0.0056577 0.00417695 0.0053344
internal_weight=0 534 482 423 362 306 1833 1768 1670 1615 1555 1500 1448 244 175
internal_count=2367 534 482 423 362 306 1833 1768 1670 1615 1555 1500 1448 244 175
is_linear=0
shrinkage=0.16829


Tree=9053
num_leaves=18
num_cat=0
split_feature=39 14 1 39 0 14 43 393 481 1 13 12 13 13 12 0 43
split_gain=0.128531 0.135681 0.110326 0.0709177 0.0607344 0.0812611 0.0683873 0.0526805 0.0519619 0.0566161 0.0523891 0.0471826 0.109075 0.0745207 0.0436381 0.0400663 0.0142287
threshold=0.11305000000000003 -0.18536 0.104035 0.085835000000000009 -0.10653 0.062655000000000016 -1.0000000180025095e-35 0.085075000000000012 -0.062079999999999989 0.096630000000000008 -0.085764999999999994 -1.0000000180025095e-35 -0.014114999999999997 -0.10899499999999999 0.092495000000000008 -0.10120999999999998 -0.046639999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 10 -10 -6 12 -4 -13 15 -15 -16
right_child=-2 2 11 -5 7 -7 -8 -9 9 -11 -12 13 -14 14 16 -17 -18
leaf_value=0.010596748972497301 -0.0032638663408474933 0.004005029038331125 0.0033314108127479244 0.010430349486751771 0.0029025523170158958 0.0069270995661571237 -0.0038892253769361594 0.0091229386184978004 0.003985032438762099 0.008628034754999377 0.0093629607495458629 -0.0019441950140535035 -0.0065167538932431072 0.0035357688857945374 0 0.01015008868334393 0.0039449608500841575
leaf_weight=97 63 52 72 60 52 57 77 79 1224 80 119 68 57 53 52 53 52
leaf_count=97 63 52 72 60 52 57 77 79 1224 80 119 68 57 53 52 53 52
internal_value=0 0.00442464 0.00415256 0.00471889 0.00452091 0.00163245 -0.000693118 0.00486547 0.00463623 0.00427126 0.0074089 0.0016435 -0.00100618 0.00287949 0.00445 0.00685988 0.00197651
internal_weight=0 2304 2207 1800 1740 186 129 1554 1475 1304 171 407 129 278 210 106 104
internal_count=2367 2304 2207 1800 1740 186 129 1554 1475 1304 171 407 129 278 210 106 104
is_linear=0
shrinkage=0.16829


Tree=9054
num_leaves=15
num_cat=0
split_feature=39 39 1456 1 42 2 1212 42 130 1456 16 2 133 2
split_gain=0.0906888 0.0627788 0.0620101 0.0573472 0.0817431 0.0994549 0.048532 0.0794611 0.0964021 0.0490844 0.0500243 0.0595935 0.0363342 0.0164854
threshold=0.11214000000000002 0.092440000000000008 -0.083354999999999999 0.11156000000000001 0.094410000000000008 0.11266500000000002 0.041590000000000009 0.087130000000000027 -1.0000000180025095e-35 -0.011624999999999998 -0.45516499999999999 0.085730000000000015 0.047025000000000004 0.14271500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 6 5 -5 9 8 -8 -4 -11 -12 -1 -7
right_child=-2 -3 3 4 -6 13 7 -9 -10 10 11 -13 -14 -15
leaf_value=0.009502887042874119 -0.002624535460435274 0.0082759621809349159 -0.00015957836409321403 -0.0046532047856054472 0.0066460893618846498 0.0040635685721325168 0.0046124881017663086 0.0053818744939734924 -0.0040864114414306063 0.0080672239305507962 0.0054076896724448795 0.0031055554117485921 0.0039543225811811255 0.00024228891857206082
leaf_weight=75 66 82 76 92 59 80 57 91 98 90 507 876 63 55
leaf_count=75 66 82 76 92 59 80 57 91 98 90 507 876 63 55
internal_value=0 0.00368699 0.0035166 0.00328587 0.00106375 -0.000379252 0.00363893 0.00143168 -0.00087587 0.0039883 0.00420354 0.0039508 0.00698287 0.00252006
internal_weight=0 2301 2219 2081 286 227 1795 246 155 1549 1473 1383 138 135
internal_count=2367 2301 2219 2081 286 227 1795 246 155 1549 1473 1383 138 135
is_linear=0
shrinkage=0.16829


Tree=9055
num_leaves=17
num_cat=0
split_feature=43 16 16 12 1209 1373 1425 52 12 52 157 51 12 16 52 16
split_gain=0.101304 0.142258 0.108568 0.0855261 0.0832345 0.0873553 0.0648566 0.0618198 0.0717782 0.0530189 0.0567785 0.064685 0.0508866 0.0420306 0.0233318 0.00790206
threshold=-0.16205499999999998 -1.0000000180025095e-35 -0.096104999999999982 0.10090500000000001 0.083050000000000013 1.0000000180025095e-35 0.082985000000000017 0.12431000000000002 0.077755000000000005 0.51307000000000014 -0.095909999999999981 0.11728000000000001 0.092215000000000005 -0.50624499999999995 0.022635000000000006 -0.083104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 7 5 6 9 8 13 10 -4 -12 -6 -2 -10 -1
right_child=2 -3 4 -5 12 -7 -8 -9 14 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0044317992406620686 0.0015317558415613981 -0.0071323370597081697 -0.0012313114460815631 -0.0047495959814610432 0.011356804090219821 0.010503426019056968 0.0092709661907847182 0.0057210493999630147 0.0051988574637444043 -0.0018956120138591023 0.0034554808105915756 0.0093705892348753868 0.0044698079453478123 -0.0037498307189742556 0.0010501573982283601 0.0014294984661505409
leaf_weight=52 75 64 69 60 68 52 53 99 94 54 1283 55 57 98 67 52
leaf_count=52 75 64 69 60 68 52 53 99 94 54 1283 55 57 98 67 52
internal_value=0 -0.000881482 0.00339875 0.00119606 0.00403987 0.0037042 0.00346949 0.00202408 0.000922898 0.0032578 0.00345686 0.00369997 0.00823071 -0.00144974 0.00348354 0.00294792
internal_weight=0 168 2184 493 1691 1566 1514 433 334 1461 1407 1338 125 173 161 104
internal_count=2352 168 2184 493 1691 1566 1514 433 334 1461 1407 1338 125 173 161 104
is_linear=0
shrinkage=0.16829


Tree=9056
num_leaves=19
num_cat=0
split_feature=3 39 2 52 3 15 15 150 123 13 3 42 3 16 13 156 403 2
split_gain=3.5684 2.5518 0.941021 0.527217 0.494787 0.401588 0.367026 0.267261 0.220336 0.211068 0.181345 0.123248 0.123473 0.117772 0.119794 0.0762396 0.0352059 0.0269255
threshold=0.31343500000000007 0.0095750000000000019 0.10836000000000003 -0.41304999999999997 -0.107915 -0.24042999999999998 -0.04174499999999999 0.11156000000000001 0.083945000000000006 0.034905000000000012 -0.049204999999999992 0.091315000000000021 -0.12077499999999998 -0.082739999999999994 0.089520000000000016 0.083635000000000015 -0.072624999999999981 0.092855000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 -3 8 9 -7 11 -6 12 -1 -11 -15 -14 -13 -18
right_child=-2 5 3 4 10 6 -8 -9 -10 13 -12 16 15 14 -16 -17 17 -19
leaf_value=0.0009952656958950193 5.1001901925841557e-05 0.00020319229949961669 0.00085351828010766324 0.00024251408539859861 0.00070539323028638936 0.00076268321259347386 0.00028998343880818435 0.00056331337041423625 0.00047817508813489446 0.00081694372898796926 0.00050503188626770839 0.00081652837265088949 0.00081529831284072067 0.0005356258438846918 0.000732528510592366 0.00089883294299559515 0.00076263431203135159 0.00067812886676547662
leaf_weight=52 89 71 71 52 100 53 63 53 70 72 101 90 911 60 83 148 139 74
leaf_count=52 89 71 71 52 100 53 63 53 70 72 101 90 911 60 83 148 139 74
internal_value=0 0.000725035 0.000764717 0.000601431 0.000530548 0.000415159 0.000495881 0.000796149 0.000601054 0.000803703 0.000604889 0.000818507 0.000834913 0.000706176 0.000650158 0.000827006 0.000758237 0.000733441
internal_weight=0 2263 2006 324 253 257 186 1682 123 1629 201 1414 1111 215 143 1059 303 213
internal_count=2352 2263 2006 324 253 257 186 1682 123 1629 201 1414 1111 215 143 1059 303 213
is_linear=0
shrinkage=0.0032998


Tree=9057
num_leaves=16
num_cat=0
split_feature=1 133 1 39 14 43 160 48 0 159 1213 50 1213 49 399
split_gain=0.124694 0.070486 0.135282 0.100531 0.0786807 0.0708848 0.0675337 0.0640943 0.0870475 0.0526513 0.0463519 0.0423173 0.0339391 0.0246643 0.035637
threshold=0.14262000000000002 -0.0082649999999999998 0.092860000000000012 0.099745000000000014 0.054835000000000009 -0.04009999999999999 0.11224000000000002 -0.074214999999999989 -0.23029499999999997 0.079755000000000006 -0.086554999999999979 0.087000000000000008 -0.13252999999999998 0.092185000000000017 0.086815000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 7 -3 -9 -10 12 13 -7 14 -12
right_child=-2 3 -4 -5 -6 10 -8 8 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0030927435655760619 -0.0031751303240131049 -0.00035521102078653853 -0.0046269474151546443 -0.003225831761166332 -0.0013628505973223271 0.0031206235322093377 0 0.011690193236736139 0.0042316615445534634 0.0073568048150772008 0.0073331509758853778 0.00017229374796374648 -0.0024241453849669086 0.0020136357987925392 0.0022403809946848841
leaf_weight=52 86 68 81 54 70 72 93 52 1164 178 169 54 55 52 52
leaf_count=52 86 68 81 54 70 72 93 52 1164 178 169 54 55 52 52
internal_value=0 0.00334315 0.00175019 0.003899 0.00413687 0.00277459 0.0043856 0.00466532 0.00491151 0.00464751 0.00345058 0.00451133 0.000705199 0.00536302 0.00614298
internal_weight=0 2266 587 1679 1625 506 1555 1462 1394 1342 454 327 127 273 221
internal_count=2352 2266 587 1679 1625 506 1555 1462 1394 1342 454 327 127 273 221
is_linear=0
shrinkage=0.16829


Tree=9058
num_leaves=11
num_cat=0
split_feature=4 14 3 4 4 13 3 1374 49 13
split_gain=0.102113 0.184292 0.0947438 0.148159 0.0798994 0.0497088 0.0597138 0.0422594 0.0452379 0.030553
threshold=0.51286500000000013 -0.23083499999999998 -0.15002999999999997 -0.072529999999999983 0.36766000000000004 0.24154 -0.10583499999999998 0.086000000000000007 0.13087000000000001 0.094590000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 6 -4 8 -8 -3
right_child=-2 2 4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.011374300546419591 -0.002967818334280144 -0.00063964844475331267 0.0088623325281536203 -0.008787595432996103 -0.0022892401811303873 -0.0014598559771265653 0.0030825474686184194 0.0077175560111220499 -0.0014220475251903557 0.0049706901393040039
leaf_weight=69 90 55 52 52 82 66 1713 54 65 54
leaf_count=69 90 55 52 52 82 66 1713 54 65 54
internal_value=0 0.00280318 0.00253269 -0.00138956 0.00284434 0.00306113 0.00322047 0.00305934 0.00291686 0.0021233
internal_weight=0 2262 2193 161 2032 1950 1884 1832 1778 109
internal_count=2352 2262 2193 161 2032 1950 1884 1832 1778 109
is_linear=0
shrinkage=0.16829


Tree=9059
num_leaves=19
num_cat=0
split_feature=1 2 0 2 1 15 49 49 52 15 48 0 52 475 132 12 12 0
split_gain=2.72836 0.476072 0.401714 0.37527 0.225047 0.208147 0.195655 0.105551 0.198269 0.0931052 0.132626 0.0822857 0.0714485 0.0617194 0.0632479 0.0567847 0.0474393 0.0445553
threshold=0.10892500000000001 0.10981000000000002 0.12539500000000003 -1.0000000180025095e-35 0.096300000000000011 0.022565000000000005 -0.042269999999999995 0.059705000000000001 -0.048309999999999992 -0.15614499999999998 0.088580000000000006 -0.084794999999999995 -0.083939999999999987 -0.086169999999999983 0.0038750000000000004 0.087905000000000025 0.090465000000000004 -0.091809999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 6 -6 8 -3 -1 13 17 -8 -11 16 -16 -15 -12
right_child=1 7 -4 -5 5 -7 12 -9 -10 10 11 -13 -14 14 15 -17 -18 -19
leaf_value=0.00074232963692265233 0.00026273582579373602 0.00027324804411249661 0.00030351155121665426 0.00057231206490610377 0.00027543220140501212 0.00067635326880771522 0.00059980708720527224 0.00032369208664609659 6.068661992137226e-05 0.00071467133171528258 0.00049542857486971608 0.00040671620844744133 0.00043960260298556841 0.00061348043288868726 0.00076061394625035839 0.00061355303999781102 0.00056846733141041443 0.0006342248267077002
leaf_weight=54 83 90 55 89 55 54 58 56 103 63 55 57 70 814 55 70 417 54
leaf_count=54 83 90 55 89 55 54 58 56 103 63 55 57 70 814 55 70 417 54
internal_value=0 0.000289438 0.000582796 0.000423128 0.000590966 0.000495099 0.000441422 0.000196949 0.000159991 0.000604807 0.000600099 0.000510542 0.00051247 0.000610551 0.000605687 0.000678542 0.000598261 0.000564513
internal_weight=0 421 1931 172 1876 237 183 249 193 1639 1585 166 128 1419 1356 125 1231 109
internal_count=2352 421 1931 172 1876 237 183 249 193 1639 1585 166 128 1419 1356 125 1231 109
is_linear=0
shrinkage=0.0032998


Tree=9060
num_leaves=16
num_cat=0
split_feature=3 48 3 3 43 3 15 39 1 39 50 15 51 12 51
split_gain=0.124688 0.078845 0.0792892 0.235051 0.124701 0.112755 0.0681073 0.0649805 0.0575899 0.0654195 0.0576618 0.0708536 0.0516346 0.0286014 0.0250635
threshold=0.31370500000000007 0.10168500000000001 -0.13088999999999998 -0.15078499999999997 -0.015804999999999996 -0.10122999999999999 -0.10165999999999999 0.10661000000000002 0.109225 0.087735000000000021 0.10786000000000001 -0.012074999999999997 -0.26548499999999992 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -3 8 10 13 12 -12 -7 -10 -6
right_child=-2 6 5 -5 14 7 -8 -9 9 -11 11 -13 -14 -15 -16
leaf_value=0.0089487538236392855 -0.0038686364751766449 0.0026546839534348434 -0.0034486760223335802 0.01539615502453031 0.0021137799716499646 -0.0013751740722595118 -0.0040048482194741221 0.0086844702974662406 0.004703022067219443 -0.0048422753222813943 0.0034102095837237056 -0.0040911960228459804 0.0037744317811287086 -0.0002504083891157151 -0.0029844363263779395
leaf_weight=63 80 90 78 58 54 57 84 57 63 54 79 65 1333 68 55
leaf_count=63 80 90 78 58 54 57 84 57 63 54 79 65 1333 68 55
internal_value=0 0.00288285 0.00317033 0.00612411 0.00298704 0.00280292 -0.000549937 0.0030785 0.00289156 7.66842e-05 0.00322987 1.16821e-05 0.00356197 0.00211806 -0.000442232
internal_weight=0 2258 2084 230 172 1854 174 1776 1719 185 1534 144 1390 131 109
internal_count=2338 2258 2084 230 172 1854 174 1776 1719 185 1534 144 1390 131 109
is_linear=0
shrinkage=0.16829


Tree=9061
num_leaves=22
num_cat=0
split_feature=1 3 12 1 16 40 1447 0 4 4 3 475 151 0 16 160 12 16 4 0 16
split_gain=6.25049 1.41089 0.984128 0.599954 0.388509 0.292552 0.283773 0.243031 0.278305 0.230815 0.186622 0.166811 0.149991 0.245844 0.146472 0.121466 0.13402 0.109537 0.0904034 0.0777439 0.024145
threshold=0.11481500000000001 0.30112000000000005 0.054520000000000006 0.092415000000000011 -0.27523999999999998 -0.0089699999999999988 -0.082869999999999985 -0.065064999999999998 0.029980000000000003 0.032965000000000001 -0.086049999999999988 -0.082549999999999998 -0.08718999999999999 -0.095584999999999989 0.0014300000000000001 -0.047679999999999993 -1.0000000180025095e-35 -0.0081349999999999981 -0.018719999999999997 -0.065064999999999998 -0.42618999999999996
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=2 4 3 15 -2 -6 10 8 -5 11 -4 18 -13 -14 -15 -1 -17 20 -8 -7 -11
right_child=1 -3 6 7 5 19 9 -9 -10 17 -12 12 13 14 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0010266929143445225 0.00035831720128821296 3.0087918225587571e-05 0.0012269453250100706 0.0004310494601531515 0.00042538752939738769 0.00081397021095792584 0.0011555869818515167 0.00080911720919517695 0.00071140803174142596 0.00091596260048124555 0.00097124115126964261 0.00077491998432541967 0.0011130271988079282 0.00093928058867173789 0.00083718676756191579 0.0009358300081655325 0.00071855349548788632 0.00070263790574821047 0.00097486771775570321 0.00063412338452911233 0.00082263900423049476
leaf_weight=52 93 81 56 84 54 55 54 61 73 72 76 73 78 766 201 68 61 66 81 56 77
leaf_count=52 93 81 56 84 54 55 54 61 73 72 76 73 78 766 201 68 61 66 81 56 77
internal_value=0 0.000410477 0.000895258 0.000748194 0.000529765 0.000626186 0.000931911 0.000631044 0.000561632 0.000918572 0.00107999 0.000935907 0.00092241 0.000932679 0.000918096 0.000889098 0.00083336 0.000817382 0.00104742 0.000723554 0.000867971
internal_weight=0 339 1999 399 258 165 1600 218 157 1468 132 1253 1118 1045 967 181 129 215 135 111 149
internal_count=2338 339 1999 399 258 165 1600 218 157 1468 132 1253 1118 1045 967 181 129 215 135 111 149
is_linear=0
shrinkage=0.0032998


Tree=9062
num_leaves=21
num_cat=0
split_feature=3 0 4 157 3 0 16 1 0 16 1211 1447 47 16 52 157 131 51 49 52
split_gain=0.110561 0.140015 0.087414 0.165503 0.163728 0.0845849 0.0785577 0.0762638 0.0649971 0.0692259 0.0789798 0.0720872 0.0519796 0.0850488 0.124892 0.050016 0.0404491 0.0887683 0.0572406 0.0185731
threshold=0.149315 -0.10803999999999998 -0.060264999999999992 -0.078969999999999985 -0.15197999999999998 -0.096139999999999989 -0.41574999999999995 0.096630000000000008 -0.097829999999999986 -0.092714999999999978 0.078255000000000005 -0.082824999999999982 0.078875000000000015 -0.36241499999999999 -0.060549999999999993 -0.090834999999999985 0.089415000000000008 -0.010724999999999998 0.12158500000000001 0.048285000000000008
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 -2 3 -1 -4 12 -7 8 -5 -10 11 -11 13 19 -15 -8 18 -18 -17 -6
right_child=1 -3 4 7 5 6 15 -9 9 10 -12 -13 -14 14 -16 16 17 -19 -20 -21
leaf_value=0.013621050651735481 0.0028734469151827364 -0.0082702420569778223 -0.0063426334996301891 0.0090152097650638922 0.0051665703438271366 0.0095234041141241173 -0.0015107252063117028 0.0082122743320228991 -0.0029426059189822168 0.0095017367721495511 -0.0018954755706461061 0.0033239639382145426 0.0041419605060557972 0.0013603533964232444 -0.0075343051688826889 0.004640813510648034 0.0049544586088925173 -0.0037185436763624755 -0.0010305586025549389 0.00078031305674017087
leaf_weight=52 74 56 60 52 59 59 60 100 54 60 73 527 88 95 84 543 71 63 55 53
leaf_count=52 74 56 60 52 59 59 60 100 54 60 73 527 88 95 84 543 71 63 55 53
internal_value=0 -0.00191309 0.00312887 0.00438613 0.00223278 0.00265255 0.00358428 0.00382954 0.00325503 0.00283301 0.00330828 0.00395848 0.000555731 -0.000522591 -0.00280364 0.00313957 0.0035232 0.000863446 0.00411619 0.00310697
internal_weight=0 130 2208 918 1290 1230 851 866 766 714 660 587 379 291 179 792 732 134 598 112
internal_count=2338 130 2208 918 1290 1230 851 866 766 714 660 587 379 291 179 792 732 134 598 112
is_linear=0
shrinkage=0.16829


Tree=9063
num_leaves=16
num_cat=0
split_feature=15 151 4 1209 1204 484 13 13 14 13 12 13 13 0 12
split_gain=0.0874514 0.130608 0.0972302 0.0942016 0.089093 0.0766286 0.117289 0.152826 0.0641354 0.0615751 0.0557896 0.0856383 0.0467057 0.0561983 0.0305967
threshold=0.13673000000000005 0.085465000000000013 0.032965000000000001 0.083050000000000013 -0.080654999999999991 0.085640000000000008 -0.08533499999999998 -0.11122999999999998 0.019675000000000002 -0.0097099999999999981 -0.086449999999999985 0.23342000000000004 0.071660000000000015 -0.054419999999999989 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -4 10 -5 -6 -12 13 14 -8
right_child=-2 -3 5 9 8 -7 12 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.0032169769418513711 -0.0036121517498318985 0.0093664069939955793 0.00059358403831023289 0.01083880711218892 -0.0022650759333317527 0.0063465563019488875 0.0023161566103977451 -0.01002099752905763 0.0085290979750987251 0.0032825008986851847 0.0026060541479921502 0.0095251725450944263 -0.0031369612326716386 0.0065674032055371735 -0.0019056411678371502
leaf_weight=71 67 77 86 68 62 55 157 69 55 57 1271 53 53 67 70
leaf_count=71 67 77 86 68 62 55 157 69 55 57 1271 53 53 67 70
internal_value=0 0.00254627 0.0023061 0.00295976 0.00259087 0.000381793 -0.000268138 -0.00412003 0.00287827 0.0074075 0.00265274 0.00288438 0.00144727 0.00227979 0.00100637
internal_weight=0 2271 2194 1637 1512 557 502 155 1441 125 1386 1324 347 294 227
internal_count=2338 2271 2194 1637 1512 557 502 155 1441 125 1386 1324 347 294 227
is_linear=0
shrinkage=0.16829


Tree=9064
num_leaves=18
num_cat=0
split_feature=1 3 10 2 3 123 41 13 43 13 3 1 1 2 1 475 16
split_gain=2.51813 0.358278 0.341911 0.309908 0.306917 0.199561 0.185946 0.11661 0.100608 0.165459 0.099596 0.104963 0.064036 0.1316 0.0601787 0.0540968 0.0120107
threshold=0.10915500000000002 -0.036004999999999988 -0.0069899999999999988 0.11923000000000002 0.10323000000000002 0.081990000000000021 0.075585000000000013 0.055020000000000006 -0.024279999999999996 -0.28558999999999996 -0.0047649999999999993 0.096300000000000011 0.097195000000000017 0.095935000000000006 0.085720000000000005 -0.0029899999999999996 -0.080419999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 7 10 -4 -10 11 15 13 16 -12 -1 -9
right_child=1 2 8 -5 -6 -7 -8 12 9 -11 14 -13 -14 -15 -16 -17 -18
leaf_value=0.00062161472738141415 0.00051979007990311809 -2.9551324650561858e-05 0.00014914560851237999 0.00021879929038715881 0.00033272505598934345 0.00039384119865234156 0.00071283487283565626 0.00049407756452829108 0.00019812304303949856 0.00041648538134916332 0.00075098045064345836 0.00043390917530509152 0.00058616170555696851 0.00034906335036574227 0.00059508612860825815 0.00055957274811714878 0.00056937716512555281
leaf_weight=194 93 56 65 63 68 77 92 63 78 75 52 68 63 72 65 1038 56
leaf_count=194 93 56 65 63 68 77 92 63 78 75 52 68 63 72 65 1038 56
internal_value=0 0.000272 0.000199872 0.000398462 0.000551708 0.000559782 0.00056701 0.00055896 0.000258968 0.000305394 0.000570789 0.000562312 0.000492829 0.000461859 0.000664674 0.000569371 0.000529809
internal_weight=0 430 274 156 1908 1840 1763 1671 218 153 1417 1300 254 191 117 1232 119
internal_count=2338 430 274 156 1908 1840 1763 1671 218 153 1417 1300 254 191 117 1232 119
is_linear=0
shrinkage=0.0032998


Tree=9065
num_leaves=30
num_cat=0
split_feature=0 52 50 3 16 52 16 133 3 4 4 52 3 1212 43 15 52 43 12 52 16 16 3 16 160 133 475 16 43
split_gain=0.105497 0.162072 0.208923 0.161651 0.139317 0.182855 0.144815 0.139128 0.106865 0.0686389 0.0835773 0.0990203 0.0756207 0.0672684 0.062742 0.0626834 0.0546896 0.0491 0.0472819 0.0466589 0.0453625 0.041916 0.0403044 0.0582754 0.0786388 0.0455503 0.0336936 0.0336787 0.0185188
threshold=-0.068669999999999995 0.13796000000000003 1.0000000180025095e-35 -0.087979999999999989 0.066275000000000014 0.033770000000000008 -0.11118499999999999 -0.0081099999999999974 -0.092019999999999977 -0.080584999999999976 0.024315000000000003 -0.0041199999999999995 0.11535000000000002 0.0025400000000000002 -1.0000000180025095e-35 -0.077559999999999976 -0.14715499999999998 -0.060799999999999993 0.086885000000000004 -0.23574499999999998 -0.34140499999999996 0.41134500000000007 0.091170000000000015 -0.0062149999999999992 0.058040000000000008 0.085345000000000018 -1.0000000180025095e-35 -0.077229999999999979 -0.14726499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 6 -2 8 -1 13 19 -12 15 27 21 20 -9 18 -18 -11 -13 -6 23 24 -21 -25 -16 -5 -20
right_child=1 -3 -4 9 14 -7 -8 16 -10 10 11 12 -14 -15 26 -17 17 -19 28 22 -22 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=0.01464758967859502 -0.0012197139478422304 -0.0092805949120532451 0.00981857629020981 -0.0012161119110722673 0.0078798806827239595 0.0033637333187274653 -0.012454896164218552 0.0078221931827608029 0.0049414426808772494 0.0069559183382814594 -0.0054830450016606028 0.0044224308520811068 -0.0034599940237871464 -0.0058232478260815445 0.0021105995208665768 0.0078053137806748749 0.0076223637591050402 -0.002388050574824877 -0.00031719507478001333 0.0029632222031115004 -0.0014391450797929582 0.0014571081893621704 -0.0017738763231599616 -0.0024133601452457957 0.0094619952061432006 0.0035299152736406464 -0.0035231504554363814 0.0039716529036616021 0.0038488810906330967
leaf_weight=65 58 52 61 99 61 64 75 57 65 74 78 67 70 65 61 55 52 55 67 458 84 56 57 91 60 61 59 55 54
leaf_count=65 58 52 61 99 61 64 75 57 65 74 78 67 70 65 61 55 52 55 67 458 84 56 57 91 60 61 59 55 54
internal_value=0 -0.000340941 0.000594545 0.00232696 -0.000697781 -0.00400803 -0.00756885 0.00523941 0.00980834 0.00144598 0.00196454 -0.000184096 0.00130692 -0.00128066 0.00204619 0.00293547 0.00314903 0.00197286 0.00336966 0.00291636 0.00114979 0.00482109 0.00250271 0.00286923 0.00371944 -1.64102e-05 -0.000644356 0.000624995 0.0015272
internal_weight=0 547 495 1789 434 197 133 415 130 1374 1155 354 276 219 237 206 285 228 173 801 151 117 727 670 518 152 120 154 121
internal_count=2336 547 495 1789 434 197 133 415 130 1374 1155 354 276 219 237 206 285 228 173 801 151 117 727 670 518 152 120 154 121
is_linear=0
shrinkage=0.16829


Tree=9066
num_leaves=22
num_cat=0
split_feature=4 12 2 2 2 4 14 2 2 41 4 130 2 403 2 2 4 4 13 2 4
split_gain=5.20259 2.45844 0.76847 0.827663 0.740943 0.400938 0.392577 0.318451 0.228606 0.221961 0.262737 0.119682 0.113766 0.108709 0.100831 0.0966102 0.0931949 0.0884757 0.064932 0.0493063 0.00643644
threshold=0.30163500000000004 0.054520000000000006 0.10859000000000001 -0.0091949999999999983 0.12454500000000002 -0.030434999999999993 -0.41790499999999997 0.12708000000000003 0.091070000000000012 0.075585000000000013 0.046720000000000005 0.084355000000000027 0.10656 -0.013754999999999998 0.10272000000000002 0.13733000000000004 -0.025139999999999999 0.14871000000000004 -0.069874999999999979 0.11067500000000001 -0.057539999999999994
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 2 3 -1 9 -5 -2 12 -7 10 11 14 -8 -13 16 -4 -3 18 -12 -16 -15
right_child=6 4 15 5 -6 8 7 -9 -10 -11 17 13 -14 20 19 -17 -18 -19 -20 -21 -22
leaf_value=0.00030667024288934106 0.00053180148506011278 0.00085378435018232174 0.00044465539801157391 0.0009202831396126766 0.00048743358610896091 0.00077024712146646888 0.00023100200213718424 4.1525447458188503e-05 0.00050988605651733799 0.0010728563107439281 0.00059818893020322764 0.0010577721172112097 0.00043926565587847001 0.0009280087704420561 0.00070120339186424978 0.00026222845879049966 0.0009207789172885739 0.00084335202616831449 0.00076103782495397839 0.00084671370975888146 0.00085928501223277653
leaf_weight=55 57 682 86 98 57 79 66 70 71 59 52 76 52 53 59 52 370 66 63 53 60
leaf_count=55 57 682 86 98 57 79 66 70 71 59 52 76 52 53 59 52 370 66 63 53 60
internal_value=0 0.000799964 0.000580858 0.000673966 0.000858503 0.000755281 0.000291482 0.000218432 0.000647244 0.000871759 0.000864001 0.000879941 0.000323078 0.000958745 0.000867115 0.00037617 0.000877381 0.000744657 0.000687708 0.000770376 0.00089183
internal_weight=0 2091 441 303 1650 248 245 188 150 1593 1534 1353 118 189 1164 138 1052 181 115 112 113
internal_count=2336 2091 441 303 1650 248 245 188 150 1593 1534 1353 118 189 1164 138 1052 181 115 112 113
is_linear=0
shrinkage=0.0032998


Tree=9067
num_leaves=26
num_cat=0
split_feature=1 1 12 10 12 12 2 51 2 50 51 133 15 1 1213 14 399 51 12 15 12 12 2 12 12
split_gain=4.66861 0.893151 0.763859 0.630709 0.361651 0.242858 0.192015 0.109266 0.129839 0.10863 0.092085 0.0901236 0.0960606 0.0748303 0.0721381 0.0646077 0.0629187 0.0636108 0.0901187 0.0592226 0.0515953 0.0572014 0.0509151 0.0231789 0.00395918
threshold=0.11695500000000002 0.095025000000000012 0.087805000000000008 -0.0069899999999999988 0.088105000000000003 -1.0000000180025095e-35 0.089775000000000008 -0.10593999999999999 0.11626500000000002 0.094920000000000018 -0.095334999999999989 0.09606000000000002 0.079575000000000021 0.10726500000000001 -0.011244999999999998 -1.0000000180025095e-35 0.084750000000000006 0.084400000000000017 0.080120000000000011 -0.19301999999999997 0.08870500000000002 0.085345000000000018 0.11197500000000002 0.096700000000000022 0.095110000000000014
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=1 6 5 -2 15 -3 10 -8 9 11 -1 12 -9 23 20 -5 17 18 -16 -17 21 -12 -7 -4 -13
right_child=3 2 13 4 -6 22 7 8 -10 -11 14 24 -14 -15 16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00091912024745535454 -1.2024112547935785e-05 0.00033595511117286852 0.00075840383258585654 0.00038043809259695601 0.00057413967113733558 0.00061888254038585213 0.0008253484454211603 0.00063022619965916692 0.00055447960606561184 0.00084433333588632327 0.00087793935862124912 0.00080646553176596473 0.00075988260139234166 0.00086338565793301128 0.00089347721432601749 0.00016966873255355313 0.00087163089837847217 0.00065819517622177305 0.00075513439519722637 0.00032185171656161745 0.00091410716583382274 0.00075231703026855021 0.00048250818950160769 0.00065380852723151254 0.00075136756179903011
leaf_weight=66 60 94 59 54 66 71 101 211 58 71 74 59 94 55 61 62 64 66 479 53 74 103 58 52 71
leaf_count=66 60 94 59 54 66 71 101 211 58 71 74 59 94 55 61 62 64 66 479 53 74 103 58 52 71
internal_value=0 0.000733681 0.000591034 0.000289368 0.000366469 0.000464468 0.000767249 0.00072333 0.000704998 0.000722182 0.000796804 0.000702163 0.000670301 0.000760847 0.000788 0.000285158 0.000769466 0.000758619 0.000770827 0.000240112 0.000837333 0.000805036 0.00055784 0.000709722 0.000776645
internal_weight=0 2041 389 295 235 223 1652 665 564 506 987 435 305 166 921 169 670 606 540 115 251 177 129 111 130
internal_count=2336 2041 389 295 235 223 1652 665 564 506 987 435 305 166 921 169 670 606 540 115 251 177 129 111 130
is_linear=0
shrinkage=0.0032998


Tree=9068
num_leaves=28
num_cat=0
split_feature=1 52 1 0 42 4 4 52 2 1 1 52 13 0 51 42 401 43 133 1213 51 4 13 13 0 2 1
split_gain=3.27147 0.825411 0.430068 0.397907 0.250543 0.228374 0.208234 0.173635 0.171908 0.110129 0.151697 0.101062 0.106281 0.0886175 0.14309 0.144969 0.0989745 0.145454 0.0809701 0.114786 0.0698243 0.0998006 0.0689248 0.0489843 0.0488094 0.0393756 0.0214362
threshold=0.10141500000000002 -0.41304999999999997 0.13554500000000003 0.040035000000000008 0.077855000000000021 0.054560000000000004 -0.46376499999999993 0.055990000000000005 0.10559 0.10871500000000002 0.11684000000000001 0.044705000000000002 -0.069874999999999979 -0.079119999999999982 -0.095334999999999989 -0.0015249999999999999 0.080710000000000018 -0.074974999999999986 -0.0042049999999999995 -0.011244999999999998 -0.091149999999999981 -0.070894999999999986 -0.10664 0.049530000000000012 -0.072174999999999975 0.098895000000000011 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 13 -5 9 -6 -3 -11 12 -7 14 -1 18 17 -17 19 -16 -15 24 -4 -20 26 -23 -22
right_child=1 2 22 6 8 11 -8 -9 -10 10 -12 -13 -14 20 15 16 -18 -19 23 -21 21 25 -24 -25 -26 -27 -28
leaf_value=0.0008507439930070409 0.00071916161650513954 0.00017409320162027123 9.1369202152304945e-05 0.00059966171785196378 0.00062702412293549523 0.00039817225598412698 0.00032193537618423283 0.00049216576591285584 0.00037955282764936903 0.000447781514241101 0.00021143651941426484 0.00067386263397233102 0.00059531709134169554 0.00053555843030918683 0.00090949246037248712 0.00070450453975901472 0.00078104600883082125 0.0005962701821518937 0.00074593945753238659 0.00074170677721130298 0.00071951717310554078 0.0005390676534856321 0.00024154277759533876 0.00060623772089611876 0.00078789517639066048 0.00065140150539084237 0.00061948736998512159
leaf_weight=74 68 69 63 70 66 52 52 55 59 66 55 70 75 54 66 287 77 270 65 156 61 66 73 55 74 86 52
leaf_count=74 68 69 63 70 66 52 52 55 59 66 55 70 75 54 66 287 77 270 65 156 61 66 73 55 74 86 52
internal_value=0 0.000377378 0.000331377 0.000664385 0.000389777 0.000677962 0.000481575 0.00032804 0.0005105 0.000280345 0.000340643 0.000571546 0.000514874 0.000692466 0.000708657 0.000697848 0.000667818 0.000652102 0.000753414 0.000791748 0.000649118 0.000667103 0.000172236 0.000682203 0.000719137 0.000602857 0.000673798
internal_weight=0 574 506 1762 370 1640 122 245 125 190 121 197 127 1443 1050 976 634 557 342 222 393 339 136 120 187 152 113
internal_count=2336 574 506 1762 370 1640 122 245 125 190 121 197 127 1443 1050 976 634 557 342 222 393 339 136 120 187 152 113
is_linear=0
shrinkage=0.0032998


Tree=9069
num_leaves=23
num_cat=0
split_feature=0 41 52 50 15 43 159 151 159 15 156 150 0 403 403 15 159 15 52 52 0 52
split_gain=0.0943095 0.155845 0.111851 0.146892 0.109451 0.0819401 0.0801514 0.134438 0.0914106 0.0669252 0.0659559 0.0680283 0.042902 0.062285 0.0339127 0.0304226 0.0293499 0.0284537 0.0282641 0.0427 0.0141067 0.0052425
threshold=-0.068669999999999995 0.082735000000000017 0.13796000000000003 1.0000000180025095e-35 -0.091934999999999989 -0.097279999999999991 0.065430000000000016 -0.0038099999999999996 0.091305000000000011 0.088060000000000013 0.087610000000000007 0.10846000000000001 -0.072864999999999985 -0.50487999999999988 -0.014869999999999998 -0.084059999999999982 0.095730000000000023 -0.029334999999999996 0.0052050000000000004 -0.29521499999999995 -0.088884999999999978 -0.40011499999999994
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 5 3 4 -2 9 10 -8 -9 14 11 12 13 -7 -1 -16 17 21 19 -19 -10 -6
right_child=2 -3 -4 -5 16 6 7 8 20 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23
leaf_value=0.011535853077064916 -0.0045250542930122548 0.012570601739396997 -0.0063782016949878546 0.0095569433727489151 0.0047980071888959605 -0.0025947579694487271 0.0067710047246389796 -0.0075465594340837164 -0.0012088386177537614 0.0016339828070786047 0.0075589879242649385 -0.0025307737746835313 0.0077136098871652247 0.0033605811733351822 0.0092778044895512595 0.0035509238686309919 0.0057872940419299189 0.0016077590661167519 0.0030866261767141735 -0.004712810162375152 0.0025152597559862022 0.0023852613113607471
leaf_weight=55 89 53 52 61 53 52 62 62 64 64 99 59 60 999 52 56 52 64 61 57 52 58
leaf_count=55 89 53 52 61 53 52 62 62 64 64 99 59 60 999 52 56 52 64 61 57 52 58
internal_value=0 0.00356906 0.00103894 0.00182174 0.000730398 0.00329321 0.0028426 1.47786e-05 -0.00232842 0.00628077 0.00337599 0.00302051 0.00331693 0.00306422 0.00809425 0.00632495 0.00209136 0.00142929 0.000123904 -0.00135485 0.000445097 0.00355348
internal_weight=0 1789 547 495 434 1736 1509 240 178 227 1269 1170 1111 1051 163 108 345 293 182 121 116 111
internal_count=2336 1789 547 495 434 1736 1509 240 178 227 1269 1170 1111 1051 163 108 345 293 182 121 116 111
is_linear=0
shrinkage=0.16829


Tree=9070
num_leaves=20
num_cat=0
split_feature=1 42 51 1213 1210 156 16 1 1 12 0 49 0 0 159 42 133 133 16
split_gain=0.183174 0.205108 0.11026 0.084617 0.0854038 0.084113 0.121311 0.105882 0.0941014 0.0688937 0.116879 0.0645289 0.0559475 0.0709321 0.0645422 0.0596822 0.0413277 0.0640408 0.0315908
threshold=0.09518500000000002 0.11661000000000001 -0.22288499999999997 -0.12254999999999999 -0.087109999999999979 0.10339000000000002 -0.0024749999999999993 0.10574000000000001 0.10374500000000002 -0.042789999999999988 -0.088634999999999992 -0.045299999999999993 0.076335000000000014 -0.037224999999999994 0.085345000000000018 0.082115000000000007 -0.087724999999999984 -0.0081099999999999974 -0.094359999999999986
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 -2 -1 -5 6 8 -8 -4 10 -10 -11 13 14 16 -16 18 -18 -6
right_child=1 -3 5 4 12 -7 7 -9 9 11 -12 -13 -14 -15 15 -17 17 -19 -20
leaf_value=-0.0012826842468347541 0.0080360103784165252 -0.0099517482106310055 -0.0038684326776584183 -0.0026525404806370619 0.0052480489051438834 0.0053396946608943417 0.00030888236208767816 -0.00982952559709592 0.0039038594462975748 -0.00032802518107589507 -0.0066342025938888648 0.006611138186956439 -0.0012183221406789524 0.01006415963977688 0.0046293008457512826 -0.0019532280889939004 0.0078448219393711886 0.0042379108365528315 0.00072331746745144985
leaf_weight=99 58 52 88 56 65 82 53 64 68 54 53 124 55 57 67 93 169 842 137
leaf_count=99 58 52 88 56 65 82 53 64 68 54 53 124 55 57 67 93 169 842 137
internal_value=0 0.000211828 0.00103528 0.00347301 0.00377971 0.000339309 -0.000470682 -0.00522156 0.000960988 0.00238836 -0.000697138 0.00449591 0.00402348 0.00422634 0.00398268 0.000791977 0.00440206 0.00484262 0.00218819
internal_weight=0 696 644 1640 1541 586 504 117 387 299 121 178 1485 1430 1373 160 1213 1011 202
internal_count=2336 696 644 1640 1541 586 504 117 387 299 121 178 1485 1430 1373 160 1213 1011 202
is_linear=0
shrinkage=0.16829


Tree=9071
num_leaves=19
num_cat=0
split_feature=10 43 1373 402 13 12 13 39 13 133 2 52 15 16 47 12 2 133
split_gain=0.151013 0.0970166 0.0901264 0.0650522 0.0969676 0.10612 0.0566721 0.0668478 0.0529112 0.0561775 0.0516387 0.0449677 0.0648337 0.0679997 0.0490232 0.0928971 0.0376761 0.0206662
threshold=-0.014199999999999999 0.0019650000000000002 0.081220000000000014 -1.0000000180025095e-35 0.031740000000000011 0.085635000000000003 -0.091984999999999983 0.088895000000000016 -0.41143499999999994 -1.0000000180025095e-35 0.087765000000000024 -0.10271999999999999 -0.41606999999999994 -0.082264999999999991 0.083875000000000019 0.083570000000000019 0.096540000000000015 -0.11930499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 5 -5 8 11 -2 -10 -7 14 -13 -14 15 -8 -9 -12
right_child=1 3 -4 4 -6 10 7 16 9 -11 17 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0048330265110093319 0.0012335891551259206 0.0042006687167487804 -0.0039094998368469289 -0.0082460374807937272 0.0053536992900519347 0.0031745427252619358 -0.0055173680278417158 0.0017700652258685295 0.0034066950796629043 0.010453133136994287 -0.0047725366009643295 0.0091658108508834105 0.0013779089877268215 0.0041580685505628844 0.0052540556817018483 0.0019623562814720294 -0.0045911522014278252 -0.00028012957444835022
leaf_weight=86 52 80 54 68 53 69 61 53 55 80 61 55 377 748 70 205 52 57
leaf_count=86 52 80 54 68 53 69 61 53 55 80 61 55 377 748 70 205 52 57
internal_value=0 0.00234625 0.00285072 -7.00595e-05 -0.00118517 -0.00255128 0.00305362 0.00273152 0.00583614 0.00759567 -0.000470849 0.00301631 0.00350629 0.003228 0.0012902 0.000240327 -0.00136314 -0.0026177
internal_weight=0 2250 1862 388 308 255 1808 1621 187 135 187 1516 1180 1125 336 266 105 118
internal_count=2336 2250 1862 388 308 255 1808 1621 187 135 187 1516 1180 1125 336 266 105 118
is_linear=0
shrinkage=0.16829


Tree=9072
num_leaves=20
num_cat=0
split_feature=1 52 47 16 1 0 1 150 16 47 43 1213 393 41 0 1 4 0 12
split_gain=9.63351 2.03264 0.620216 0.435522 0.652477 0.370333 0.250679 0.236691 0.156892 0.149552 0.144109 0.122536 0.068051 0.0714396 0.179684 0.0666942 0.0530983 0.0387544 0.0249142
threshold=0.10538500000000002 -0.40011499999999994 0.078345000000000012 -1.0000000180025095e-35 0.13210500000000003 0.04939000000000001 0.089875000000000024 1.0000000180025095e-35 0.22564000000000003 0.11768500000000003 -0.034884999999999992 -0.12254999999999999 0.10159000000000001 0.075585000000000013 -0.063519999999999979 0.11156000000000001 -0.03463999999999999 -0.079854999999999995 0.091955000000000023
decision_type=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 15 6 8 10 11 -4 18 -1 13 14 -13 -3 -10 -12 -8
right_child=1 2 9 -5 -6 -7 7 -9 16 -11 17 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00084782578811257549 0.00098649571804988322 0.00057743326300855181 0.00068356841513068337 8.3704045596115435e-05 0.00012609981314444662 0.00072784720973259251 0.00076837398209530778 0.00068521438916538022 0.00094388347820776935 0.00043499826621102753 0.00093167321780281229 0.00097896789759310018 0.0010989419331110485 0.0010902071671292691 0.00077659895706833808 0.00042759550498473221 0.00081000975261855948 0.0010597309023320696 0.00087004467666569575
leaf_weight=84 60 52 53 98 92 95 56 70 56 55 69 1005 56 61 52 97 98 53 74
leaf_count=84 60 52 53 98 92 95 56 70 56 55 69 1005 56 61 52 97 98 53 74
internal_value=0 0.000415903 0.000339234 0.000269655 0.000345124 0.000930094 0.000941154 0.000857048 0.000960309 0.000557308 0.000904639 0.000972693 0.000981597 0.000975688 0.000969046 0.000480124 0.00085892 0.000987594 0.000826519
internal_weight=0 507 447 339 241 1829 1734 322 1412 108 252 1258 1174 1118 1057 149 154 122 130
internal_count=2336 507 447 339 241 1829 1734 322 1412 108 252 1258 1174 1118 1057 149 154 122 130
is_linear=0
shrinkage=0.0032998


Tree=9073
num_leaves=25
num_cat=0
split_feature=4 39 15 15 15 0 4 4 0 16 42 159 4 480 0 156 1213 0 42 15 4 1213 15 159
split_gain=9.23686 1.58679 0.794933 0.651878 0.501568 0.879124 0.461923 0.376647 0.282945 0.6314 0.213289 0.142334 0.12191 0.115685 0.114853 0.101562 0.0988642 0.0667217 0.0532122 0.0619098 0.0472616 0.0342032 0.0753113 0.0239901
threshold=0.30163500000000004 0.0095750000000000019 0.03981500000000001 -0.41309499999999993 -0.15614499999999998 -0.12608499999999997 -0.14236999999999997 -0.0058549999999999991 -0.078454999999999983 0.062910000000000008 0.088345000000000021 0.10634 -0.019794999999999997 0.083235000000000017 -0.14803999999999998 0.090500000000000011 -0.082414999999999974 -0.072674999999999976 -0.046019999999999998 0.090725000000000014 -0.084904999999999994 -0.084954999999999989 0.087505000000000013 -0.021869999999999997
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 2 4 11 -1 14 -4 -3 12 -10 18 -2 -7 -14 -6 -11 -12 23 19 20 -8 -20 -23 -18
right_child=3 7 6 -5 5 8 10 -9 9 15 16 -13 13 -15 -16 -17 17 -19 21 -21 -22 22 -24 -25
leaf_value=0.0012777174877402731 0.00053753885861699657 0.0005468605039926545 0.001399976829501339 0.00010809455969821785 0.00080124254989301878 0.0008987271238508818 0.0011793800285711913 0.00085079536099950048 0.00069075500638076509 0.00095806771435030791 0.00088601684931552491 0.00032953969245790379 0.0010399709191159982 0.0011975858322810042 0.00058987571487068035 0.0011007844456893106 0.0010262145974531307 0.00096973855658234254 0.0012376658583897588 0.0010085427258953318 0.0010604816205138773 0.0010681335632567168 0.0012054678052673472 0.0011251781335994545
leaf_weight=57 99 83 57 90 54 60 101 98 96 176 54 58 402 62 63 86 53 85 67 72 72 89 103 99
leaf_count=57 99 83 57 90 54 60 101 98 96 176 54 58 402 62 63 86 53 85 67 72 72 89 103 99
internal_value=0 0.00100752 0.00103557 0.000332505 0.000974795 0.000957475 0.00111085 0.000711617 0.000993218 0.000920867 0.00109007 0.000460923 0.00104258 0.00106111 0.000687731 0.00100505 0.00101773 0.0010476 0.00113177 0.00109452 0.0011301 0.00116688 0.00114199 0.0010909
internal_weight=0 2089 1908 247 1056 999 852 181 882 358 795 157 524 464 117 262 291 237 504 245 173 259 192 152
internal_count=2336 2089 1908 247 1056 999 852 181 882 358 795 157 524 464 117 262 291 237 504 245 173 259 192 152
is_linear=0
shrinkage=0.0032998


Tree=9074
num_leaves=10
num_cat=0
split_feature=48 4 15 4 15 11 15 11 4
split_gain=0.154194 0.136908 0.131475 0.124734 0.0982641 0.0825811 0.0769121 0.0641935 0.0696113
threshold=0.11951500000000001 0.50373500000000015 -0.23821999999999996 0.30163500000000004 0.12730000000000002 0.085155000000000022 -0.47090499999999996 0.076160000000000019 0.053010000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -3 8 -4
right_child=-2 6 3 -5 -6 -7 -8 -9 -10
leaf_value=0.011551054982864779 -0.0041876700930080545 0.0023516981334904914 0.0030967209920724245 -0.0046428610188293615 0.010593729279094822 -0.0026411644856475245 -0.0055031144393021441 0.0093683268046939154 0.0061231052232971778
leaf_weight=59 79 68 1582 52 57 60 73 55 251
leaf_count=59 79 68 1582 52 57 60 73 55 251
internal_value=0 0.0033666 0.00370521 0.0034793 0.00369084 0.00348793 -0.00170224 0.00368367 0.00351212
internal_weight=0 2257 2116 2057 2005 1948 141 1888 1833
internal_count=2336 2257 2116 2057 2005 1948 141 1888 1833
is_linear=0
shrinkage=0.16829


Tree=9075
num_leaves=15
num_cat=0
split_feature=2 41 11 16 0 13 16 43 159 16 16 150 16 43
split_gain=0.20528 0.123325 0.0949553 0.0694707 0.0655043 0.0560777 0.0595187 0.111697 0.0799558 0.0476574 0.090931 0.0506643 0.0165402 0.0118684
threshold=0.16730000000000003 0.083035000000000012 0.079915000000000014 0.25155500000000003 0.047740000000000012 -0.15310499999999996 0.014185000000000001 -0.0086649999999999974 0.04105000000000001 -0.0083249999999999973 -0.020464999999999997 0.083205000000000015 -0.116045 -0.006474999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 12 9 8 -8 10 -7 -11 -1 -6
right_child=-2 -3 3 -5 13 6 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0029469111886311606 -0.0075070799994268441 -0.0032634034965876128 0.01263046629145459 0.0042068492215323995 0.0050799847797455416 0.0037857041988410465 0.0040753859935973554 -0.0042403131917924239 -0.0029575155163144239 0.0079747882252938131 -0.00041679298845111304 0.0018736024038545549 0.0012638209833232582 0.0086294237330249417
leaf_weight=53 52 81 53 60 52 1156 245 82 56 130 166 56 52 64
leaf_count=53 52 81 53 60 52 1156 245 82 56 130 166 56 52 64
internal_value=0 0.00317551 0.00341072 0.00817365 0.00315504 0.00292756 0.00313796 0.00125731 0.00276097 0.00361441 0.00325665 0.00614753 -0.000844486 0.00705378
internal_weight=0 2306 2225 113 2112 1996 1891 383 301 1508 1322 186 105 116
internal_count=2358 2306 2225 113 2112 1996 1891 383 301 1508 1322 186 105 116
is_linear=0
shrinkage=0.16829


Tree=9076
num_leaves=10
num_cat=0
split_feature=2 13 11 1373 448 2 158 47 43
split_gain=0.142065 0.0790628 0.090865 0.0764161 0.0669412 0.0706533 0.0552207 0.0444854 0.0293152
threshold=0.16730000000000003 0.26829500000000006 0.093740000000000018 0.084345000000000017 -0.071684999999999985 -0.017044999999999998 0.096590000000000023 1.0000000180025095e-35 -0.011584999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -8
right_child=-2 -3 -4 -5 5 6 8 -9 -10
leaf_value=-0.0029659031267150497 -0.006243715614512443 0.0091421352078442444 -0.0043822341514779062 -0.0036409547128744917 0.0073190286274839537 0.0033258412256207664 0.0017419099788206454 0.0008965976258367371 -0.0029742805013256396
leaf_weight=55 52 52 53 53 101 1592 84 249 67
leaf_count=55 52 52 53 53 101 1592 84 249 67
internal_value=0 0.0026415 0.00249073 0.00265705 0.00281328 0.00296601 0.00274439 0.00299826 -0.000338806
internal_weight=0 2306 2254 2201 2148 2093 1992 1841 151
internal_count=2358 2306 2254 2201 2148 2093 1992 1841 151
is_linear=0
shrinkage=0.16829


Tree=9077
num_leaves=23
num_cat=0
split_feature=2 12 2 13 0 2 15 133 2 12 15 15 2 15 160 150 0 2 1429 133 12 15
split_gain=3.17662 1.48086 0.443645 0.439608 0.361586 0.257238 0.175985 0.153541 0.167066 0.135926 0.130451 0.128257 0.0958557 0.0933178 0.0818213 0.0579616 0.0899941 0.069234 0.0669471 0.0334765 0.0310625 0.0202148
threshold=0.11891500000000001 0.077755000000000005 0.16394500000000004 -0.00038499999999999998 -0.077584999999999987 0.106035 -0.10981499999999998 0.087035000000000015 0.099675000000000014 0.10031500000000002 -0.0053099999999999996 -0.025694999999999999 0.089885000000000007 0.091475000000000015 -0.51511999999999991 0.083205000000000015 -0.11208499999999998 0.087610000000000007 -1.0000000180025095e-35 0.087985000000000022 0.091085000000000013 0.095760000000000012
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 3 4 7 -2 10 -6 8 -1 13 -5 12 -11 14 -3 16 -16 -17 -18 20 -15 -13
right_child=2 9 -4 5 6 -7 -8 -9 -10 11 -12 21 -14 19 15 17 18 -19 -20 -21 -22 -23
leaf_value=0.00066749086062785931 0.00029426569444469287 0.00071227336187794268 0.00013172687051029694 0.0006802494026030573 0.00041391566551743635 0.00051307409149074681 0.00065907902911004827 0.00036648921354507199 0.00043230895274762223 0.00056766882289217618 0.000860947876794097 0.00087974516623483951 0.00075652600956084722 0.000866004124448584 0.00098551896771721138 0.00086780374159509653 0.00095603616378085331 0.00069808462988355847 0.00084260235153002928 0.00071940091359152538 0.00076155050079215107 0.00077722980114981527
leaf_weight=72 86 52 55 99 52 61 87 71 63 57 83 53 66 61 61 52 66 61 863 95 89 53
leaf_count=72 86 52 55 99 52 61 87 71 63 57 83 53 66 61 61 52 66 61 863 95 89 53
internal_value=0 0.000772971 0.000398289 0.000604883 0.000463292 0.000700294 0.000567617 0.000492165 0.000558 0.000819279 0.000762849 0.000743289 0.000669293 0.000831684 0.000844419 0.000850617 0.000859042 0.000776497 0.000850699 0.000771501 0.000804263 0.00082882
internal_weight=0 2078 280 449 225 243 139 206 135 1629 182 229 123 1400 1155 1103 990 113 929 245 150 106
internal_count=2358 2078 280 449 225 243 139 206 135 1629 182 229 123 1400 1155 1103 990 113 929 245 150 106
is_linear=0
shrinkage=0.0032998


Tree=9078
num_leaves=19
num_cat=0
split_feature=3 3 49 40 49 52 1447 16 3 474 1213 43 3 402 43 3 51 3
split_gain=0.0966406 0.127139 0.0589861 0.0629279 0.0550654 0.0524135 0.0547087 0.0491853 0.0649146 0.0400437 0.0397181 0.0561193 0.0393709 0.0384977 0.0330459 0.0267814 0.0383982 0.0137936
threshold=-0.22740999999999997 -0.15500999999999998 0.084485000000000018 -0.08440499999999998 0.088595000000000021 0.085235000000000019 -0.072479999999999989 -0.093079999999999982 0.08734500000000002 0.083685000000000023 -0.082254999999999981 -0.14839499999999997 -0.025669999999999995 0.0038750000000000004 0.0039500000000000013 -0.022604999999999997 -0.10234999999999998 -0.080564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 7 -7 8 17 14 -9 -12 13 -8 15 16 -6 -5
right_child=1 2 4 5 9 6 12 10 -10 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0078371627509327985 -0.0050682065598651321 -0.0025719610693445082 0.0087233493152929862 -0.00050761184452609602 0.0067693231657569982 -0.0010084881256885692 0.0030960664335053069 0.0054991044474228465 -0.0050883933709435884 0.0076807325128726515 0.0069362637861649047 0.0014415154466282229 0.008639353342432269 0.0074506916601181274 0.0061904809049677691 -0.00073391038037604257 0.0013314140307263305 0.0026858834812390833
leaf_weight=96 63 76 69 67 54 63 404 95 64 56 57 728 52 68 64 76 119 87
leaf_count=96 63 76 69 67 54 63 404 95 64 56 57 728 52 68 64 76 119 87
internal_value=0 0.00237623 0.00259032 0.00215361 0.00434205 0.00236782 0.00365412 0.00167851 -0.00057796 0.00351791 0.00223954 0.00184279 0.00421813 0.00372723 0.00276739 0.00188034 0.00303918 0.00128484
internal_weight=0 2262 2199 1761 438 1685 587 1098 218 369 880 785 524 472 313 249 173 154
internal_count=2358 2262 2199 1761 438 1685 587 1098 218 369 880 785 524 472 313 249 173 154
is_linear=0
shrinkage=0.16829


Tree=9079
num_leaves=24
num_cat=0
split_feature=1 2 2 1 0 1 0 14 0 0 16 150 2 4 16 16 133 4 13 4 0 52 133
split_gain=8.13386 1.43835 1.2986 0.730898 0.690018 0.552935 0.34077 0.184215 0.172718 0.208993 0.169295 0.0799498 0.103606 0.131871 0.127571 0.126664 0.0701821 0.0648251 0.0565921 0.0562251 0.0540043 0.0562518 0.0456404
threshold=0.10732500000000002 0.10859000000000001 -1.0000000180025095e-35 0.089710000000000026 -0.12118 0.13849500000000003 -0.063519999999999979 0.062655000000000016 -0.076639999999999986 -0.14733499999999997 0.26753000000000005 0.087865000000000013 0.096325000000000008 -0.0065299999999999993 -0.0083249999999999973 -0.012324999999999997 0.087445000000000009 0.05864500000000001 -0.032264999999999995 0.0017200000000000002 -0.080219999999999986 -0.14733499999999997 0.071360000000000021
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 8 7 11 9 -3 18 12 13 15 -15 -1 19 22 -8 20 -6 -22 -14
right_child=1 5 -4 4 16 -7 10 -9 -10 -11 -12 -13 17 14 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.001053571044691369 0.00041112767640319117 0.00045889073127858591 0.00097438835283735208 0.00060851364791506305 0.00088948650295493127 5.9058802720976491e-05 0.0008980456741147319 0.0012159537580057249 0.00052990289789869014 0.00018065776576373736 0.0010272037835315916 0.00092998630155722802 0.00094657025812049404 0.001075497482623045 0.0012683118392776813 0.00094965035242502592 0.00083612496047553411 0.00088024801011451234 0.00075150217858646845 0.00086167276847802965 0.00094324856539923529 0.0010780014034560497 0.0010799633980698011
leaf_weight=549 83 66 97 93 55 62 55 61 85 54 63 93 67 155 53 178 73 71 73 59 69 83 61
leaf_count=549 83 66 97 93 55 62 55 61 85 54 63 93 67 155 53 178 73 71 73 59 69 83 61
internal_value=0 0.000486714 0.000714858 0.00098134 0.000861398 0.000332777 0.00101635 0.0010358 0.000415388 0.000333979 0.000885008 0.00102681 0.00103472 0.00104971 0.0011248 0.00102818 0.000930669 0.000964151 0.000814745 0.000956483 0.000983336 0.00101706 0.00101042
internal_weight=0 447 180 1911 432 267 1479 1288 205 120 191 1227 1134 935 208 727 339 199 128 266 207 152 128
internal_count=2358 447 180 1911 432 267 1479 1288 205 120 191 1227 1134 935 208 727 339 199 128 266 207 152 128
is_linear=0
shrinkage=0.0032998


Tree=9080
num_leaves=17
num_cat=0
split_feature=133 4 4 1213 403 133 1456 0 0 475 156 43 4 14 4 16
split_gain=0.135138 0.131367 0.118924 0.0840398 0.0730277 0.08196 0.068709 0.0585933 0.123891 0.0650326 0.0797339 0.0736516 0.0409733 0.0394412 0.0213429 0.0196916
threshold=-0.24124499999999996 0.0066850000000000008 0.41379000000000005 0.12428000000000002 -0.10393999999999999 0.11050000000000001 -0.089834999999999984 0.0037850000000000002 0.062580000000000011 -0.083389999999999978 0.087400000000000019 -0.24238999999999997 -0.47860499999999995 -0.36617499999999997 0.55608500000000005 -0.078074999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -6 9 -9 10 -8 -11 -10 -4 -15 -7
right_child=2 -3 13 -5 6 15 7 8 12 11 -12 -13 -14 14 -16 -17
leaf_value=0.0038317128776745079 -0.0057681584498474664 0.013917167098096924 0.0017547754038999008 0.0092018838328260834 -0.0013631294264100241 0.0033729721271990353 0.010468717235610025 -0.0055439714737921184 0.0059096999705554338 0.0078856263297121809 0.0021843018303811645 0.0029034021346344297 -4.0428701079847381e-05 -0.0014120479656324211 -0.0058922104531962836 -0.00041315293548094137
leaf_weight=101 57 58 66 57 96 87 82 64 79 91 56 1184 55 73 53 69
leaf_count=101 57 58 66 57 96 87 82 64 79 91 56 1184 55 73 53 69
internal_value=0 0.00752198 0.00243248 0.00282115 0.00263078 -0.000299737 0.0029975 0.00325847 0.000536542 0.00363862 0.00711994 0.00326041 0.00345408 -0.00156016 -0.00331082 0.00168682
internal_weight=0 159 2169 1977 1920 213 1707 1611 198 1413 138 1275 134 192 126 156
internal_count=2328 159 2169 1977 1920 213 1707 1611 198 1413 138 1275 134 192 126 156
is_linear=0
shrinkage=0.16829


Tree=9081
num_leaves=14
num_cat=0
split_feature=11 10 398 157 13 1454 13 48 3 157 16 15 12
split_gain=0.0875413 0.0987328 0.0579499 0.0539734 0.120653 0.0602984 0.0638599 0.0643656 0.0819164 0.0472746 0.0441805 0.0410795 0.018497
threshold=0.095360000000000014 0.046740000000000011 1.0000000180025095e-35 -0.0048549999999999991 -0.085034999999999986 0.077440000000000023 -0.43167499999999998 -0.080689999999999984 0.11924500000000002 -0.065184999999999979 -0.0024749999999999993 -0.0087299999999999999 0.087185000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 -5 -8 -9 11 -1 12 -6
right_child=-2 -3 -4 5 9 -7 7 8 -10 -11 -12 -13 -14
leaf_value=0.012007819585769783 0.0091512226032627996 -0.0050818805523717581 0.0078373745678348081 0.0078358035603488946 0.0049875348541136904 -0.0025656818300119131 0.0076701751075539167 0.0019149111496862493 -0.0037042960706685094 0.0066988414707039538 0.0051398305893089183 -0.0019942449126928857 0.0010913428991425941
leaf_weight=57 52 52 53 52 61 85 52 1520 77 52 52 80 83
leaf_count=57 52 52 53 52 61 85 52 1520 77 52 52 80 83
internal_value=0 0.00215611 0.00232615 0.00219078 0.00400189 0.00179936 0.00201854 0.00183401 0.00164285 0.00212108 0.00874783 0.00105036 0.00275429
internal_weight=0 2276 2224 2171 385 1786 1701 1649 1597 276 109 224 144
internal_count=2328 2276 2224 2171 385 1786 1701 1649 1597 276 109 224 144
is_linear=0
shrinkage=0.16829


Tree=9082
num_leaves=25
num_cat=0
split_feature=133 4 4 15 1 133 1 133 4 15 133 15 4 47 1 13 16 0 16 483 1 1 160 0
split_gain=0.0836014 0.0885588 0.0756034 0.136857 0.0595641 0.129614 0.114793 0.0682294 0.134819 0.174489 0.105368 0.10077 0.0785682 0.0724555 0.113166 0.0679857 0.0675501 0.122629 0.0623028 0.0422448 0.0409625 0.0361137 0.0230605 0.0124539
threshold=-0.24124499999999996 0.0066850000000000008 0.41379000000000005 -0.41606999999999994 0.10647000000000001 0.048695000000000009 0.11663000000000003 0.078935000000000019 -0.012889999999999999 -0.0036549999999999998 0.085980000000000015 0.08597500000000001 -0.085574999999999984 0.083875000000000019 0.081755000000000008 -0.011984999999999997 0.26435500000000006 -0.014334999999999999 0.0060650000000000009 0.090710000000000013 0.088950000000000015 0.090670000000000014 -0.013084999999999998 -0.054759999999999996
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 -1 4 22 7 6 15 8 11 13 -9 16 -12 14 -10 -6 17 -2 20 21 -13 -14 -4 -8
right_child=2 -3 3 -5 5 -7 23 10 9 -11 12 18 19 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0026207907956122935 -0.0020592393405370934 0.010904934273331144 -0.0008756055147607297 -0.0086282094543923757 0.0058917706089882697 -0.0032797257054575724 0.0037644715495667937 0.0082746394705626222 0.0035807658091675104 0.012344672255408395 0.0068233612961613082 0.0016184359586473532 0.0023989511453087488 0.0064432312595261989 -0.0042326036628177388 0.014143992898942541 0.0014496625653973984 -0.011017133881309581 -0.0034848465358542609 -0.0032808017784609622 0.0067814521397469053 -0.0020669320290247258 0.003475540324441387 0.00023804999675560619
leaf_weight=101 241 58 68 55 63 53 64 90 124 53 84 191 374 72 91 53 96 53 54 52 57 59 69 53
leaf_count=101 241 58 68 55 63 53 64 90 124 53 84 191 374 72 91 53 96 53 54 52 57 59 69 53
internal_value=0 0.00565398 0.00165028 -0.00153271 0.00196032 0.00421022 0.00592166 0.00157872 0.00072218 0.00346713 0.00291736 -0.000623899 0.00206682 0.00182147 0.000265356 0.00967767 -0.00241286 -0.00368021 0.00168041 0.00123931 0.00281234 0.00178629 0.00130273 0.00218239
internal_weight=0 159 2169 192 1977 286 233 1691 1032 340 659 692 569 287 215 116 390 294 302 485 248 433 137 117
internal_count=2328 159 2169 192 1977 286 233 1691 1032 340 659 692 569 287 215 116 390 294 302 485 248 433 137 117
is_linear=0
shrinkage=0.16829


Tree=9083
num_leaves=23
num_cat=0
split_feature=1 1 0 47 14 10 124 1 1 1452 150 13 0 3 3 42 43 43 160 50 1 0
split_gain=5.33519 1.46039 1.01688 0.693677 0.460696 0.346891 0.27389 0.195459 0.145595 0.142464 0.138951 0.130141 0.159438 0.110447 0.0918396 0.10889 0.0719411 0.178478 0.0604277 0.0440495 0.0297987 0.0151913
threshold=0.11726500000000001 0.089710000000000026 -0.12608499999999997 0.085505000000000012 0.076175000000000007 -0.005834999999999999 -1.0000000180025095e-35 0.11039500000000001 0.13554500000000003 0.084885000000000016 1.0000000180025095e-35 -0.10899499999999999 -0.072174999999999975 -0.08317999999999999 -0.10237999999999998 0.090445000000000011 -0.085154999999999995 -0.088759999999999992 -0.14580499999999996 0.093680000000000013 0.10296000000000001 -0.076539999999999983
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 4 10 5 9 -2 -4 13 -7 11 -3 -1 16 20 -14 -16 17 -13 -18 21 -8 -15
right_child=3 2 6 -5 -6 8 7 -9 -10 -11 -12 12 14 19 15 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0010220194816569395 -5.374730597109359e-06 0.00053902797858835301 0.00054453673482673752 0.00057386532853225414 0.0011616445880053854 0.00042160286933576156 0.00062921123482627308 0.00097451445341358597 0.00021226140792013243 0.00070082169158876078 0.00033860354085874411 0.00087793221667616214 0.00065389827442157225 0.00080312664108391082 0.00089159237377097605 0.00073097934805393169 0.00093624461159484891 0.0010952035143999435 0.00084769092294552579 0.00087943249427563299 0.00074089688710729941 0.00072126266637197254
leaf_weight=57 52 80 59 91 57 67 70 54 81 63 74 188 52 79 100 93 106 55 676 66 52 56
leaf_count=57 52 80 59 91 57 67 70 54 81 63 74 188 52 79 100 93 106 55 676 66 52 56
internal_value=0 0.00081264 0.000674007 0.00033477 0.000869142 0.000225805 0.000755538 0.000788466 0.000307269 0.000857122 0.000442949 0.000864516 0.00085742 0.000757253 0.000780463 0.000814381 0.00087578 0.000927254 0.000859739 0.000805725 0.000677104 0.000769429
internal_weight=0 2037 590 291 1447 200 436 377 148 1390 154 1327 1270 323 245 193 1025 243 782 201 122 135
internal_count=2328 2037 590 291 1447 200 436 377 148 1390 154 1327 1270 323 245 193 1025 243 782 201 122 135
is_linear=0
shrinkage=0.0032998


Tree=9084
num_leaves=19
num_cat=0
split_feature=11 1 4 2 2 12 4 16 1 48 1456 2 4 0 16 0 0 16
split_gain=0.0678833 0.193699 0.0838141 0.0822048 0.0664165 0.157707 0.0616524 0.102669 0.0801262 0.110353 0.0742138 0.0729805 0.0595307 0.058522 0.050716 0.0303262 0.0242754 0.0137081
threshold=0.083010000000000014 0.10587000000000001 0.40124500000000002 -0.0091949999999999983 0.082130000000000022 0.085905000000000023 -0.17689999999999997 0.21684500000000004 0.085810000000000011 0.085510000000000017 -0.089834999999999984 0.084995000000000015 0.45363500000000007 -0.14151499999999997 -0.11118499999999999 -0.071339999999999987 -0.076539999999999983 -0.071629999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 -6 10 -10 -8 -12 -4 -11 -14 16 17 -7
right_child=1 -3 12 4 6 15 8 -9 9 13 11 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.0034214288333884509 0 0.013468835240372075 -0.0054937012738423613 0.01081088030491965 0.0098272751857719966 0.0039020037612918146 -0.0029803361518448146 0.00053965413726560229 -0.0061236320405304735 0.0057187328792529272 -0.00068604858052216579 0.0031123987709514122 0.0030672749125953422 -0.0020715065055703767 -0.0034244042623242724 0.0059194734716024981 -0.0012017485521383579 0.0012656319134128789
leaf_weight=68 67 55 64 86 71 129 74 65 84 57 169 914 92 52 54 70 54 103
leaf_count=68 67 55 64 86 71 129 74 65 84 57 169 914 92 52 54 70 54 103
internal_value=0 0.00606772 0.00198135 0.00231813 0.00252149 0.00433601 0.00198057 0.00540155 0.00163461 -0.00153438 0.00216478 0.002518 -0.00121107 0.00198581 0.000653937 0.00276681 0.0019889 0.00273929
internal_weight=0 122 2206 1996 1928 442 1486 136 1350 193 1157 1083 210 109 146 356 286 232
internal_count=2328 122 2206 1996 1928 442 1486 136 1350 193 1157 1083 210 109 146 356 286 232
is_linear=0
shrinkage=0.16829


Tree=9085
num_leaves=22
num_cat=0
split_feature=4 2 376 2 4 49 2 1456 2 49 160 484 4 403 4 4 4 4 4 49 4
split_gain=2.76781 1.13707 0.435895 0.329885 0.223664 0.186549 0.224218 0.170812 0.122551 0.121165 0.111947 0.106394 0.091236 0.0858641 0.0697447 0.0560905 0.110339 0.0466969 0.0440917 0.0304657 0.00896716
threshold=0.41181500000000004 0.10859000000000001 0.080200000000000007 0.14271500000000001 -0.080744999999999997 0.082565000000000013 0.096015000000000017 -0.074164999999999995 0.11756000000000001 0.088750000000000009 -0.075414999999999982 -1.0000000180025095e-35 -0.5031049999999998 -0.081224999999999992 -0.021234999999999997 -0.15450999999999995 -0.093344999999999997 0.50569000000000008 -0.0084099999999999991 0.097085000000000019 -0.0073899999999999999
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 2 4 8 11 6 7 -6 14 -7 -2 -1 -13 -9 -3 -14 -17 -12 -11 -20 -8
right_child=10 3 -4 -5 5 9 20 13 -10 18 17 12 15 -15 -16 16 -18 -19 19 -21 -22
leaf_value=0.00084097913876268553 0.00035104761250630219 0.00051829850774270947 0.00038523663379894671 0.00024525060729868847 0.00047381472571080951 0.00084329155736085053 0.00051320469784834461 0.00055909926163155894 0.00059256987832655475 0.00074793839523346159 0.00024139848621019982 0.0005718380372556265 0.00081852703161942441 0.00066567199303408666 0.00037819154368112453 0.00056587508899366202 0.00072808247396046865 0.00012499924957387056 0.00070749306896877482 0.00059941395081796161 0.00044429970625974486
leaf_weight=73 60 75 63 71 66 65 52 100 99 69 75 54 58 633 87 56 315 79 52 85 59
leaf_count=73 60 75 63 71 66 65 52 100 99 69 75 54 58 633 87 56 315 79 52 85 59
internal_value=0 0.000623429 0.000656199 0.000445656 0.000666006 0.000640047 0.000617136 0.000636574 0.000500038 0.000716853 0.000229501 0.000721081 0.000702887 0.000651181 0.000443273 0.000719301 0.000703693 0.000181916 0.000676787 0.000640694 0.000476897
internal_weight=0 2132 1800 332 1737 1181 910 799 261 271 214 556 483 733 162 429 371 154 206 137 111
internal_count=2346 2132 1800 332 1737 1181 910 799 261 271 214 556 483 733 162 429 371 154 206 137 111
is_linear=0
shrinkage=0.0032998


Tree=9086
num_leaves=22
num_cat=0
split_feature=1 52 3 1 52 2 49 13 1 15 1 3 3 15 16 475 15 12 50 3 13
split_gain=3.35856 0.577151 0.408348 0.373766 0.371294 0.344573 0.322509 0.210354 0.195874 0.172429 0.168801 0.138231 0.12411 0.117065 0.11009 0.083644 0.157824 0.100429 0.0777479 0.0500071 0.0480178
threshold=0.10538500000000002 -0.29521499999999995 -0.034684999999999994 0.089710000000000026 -0.41304999999999997 0.10836000000000003 -0.014169999999999999 -0.14545999999999995 0.11570500000000002 -0.043644999999999996 0.13554500000000003 -0.082634999999999986 0.10449500000000002 -0.029334999999999996 0.25032500000000008 -0.081774999999999973 -0.010999999999999998 0.088125000000000023 0.089465000000000017 -0.090854999999999977 -0.049744999999999991
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 8 5 -5 7 -6 -1 -3 10 12 -8 -4 -7 15 16 -9 19 -13 -17 -19
right_child=1 2 9 4 6 13 11 14 -10 -11 -12 18 -14 -15 -16 17 -18 20 -20 -21 -22
leaf_value=0.0010476205880061205 0.00080858638678638951 0.00074476897723840709 0.00040708838966880797 0.00094976448636989431 0.00047989361054070182 0.00076020816790112493 0.00086330021223341238 0.00085908046992560724 0.00049722019901721367 0.00021429595699652213 0.00030744213178766574 0.00061462906730052453 0.000611154176464525 0.00058296264245988306 0.00070038617873570495 0.00094717538130522901 0.00062209632135157733 0.00077340333384384524 0.00075846523034613989 0.00086443117593812521 0.00084390854230887986
leaf_weight=53 56 57 80 58 81 96 59 74 94 57 91 102 57 75 68 109 55 205 75 473 271
leaf_count=53 56 57 80 58 81 96 59 74 94 57 91 102 57 75 68 109 55 205 75 473 271
internal_value=0 0.000492434 0.000451747 0.000799335 0.000705628 0.000823071 0.000660848 0.000841398 0.000590899 0.000377897 0.000418643 0.000722806 0.000492249 0.000682675 0.000832661 0.000840209 0.000758314 0.000850161 0.000675776 0.000879988 0.000813618
internal_weight=0 492 436 1854 375 1479 317 1308 151 285 228 236 137 171 1255 1187 129 1058 177 582 476
internal_count=2346 492 436 1854 375 1479 317 1308 151 285 228 236 137 171 1255 1187 129 1058 177 582 476
is_linear=0
shrinkage=0.0032998


Tree=9087
num_leaves=12
num_cat=0
split_feature=10 12 50 51 34 51 1 156 48 52 16
split_gain=0.0732268 0.162182 0.0723555 0.0891331 0.0668277 0.0610687 0.0662113 0.0785344 0.0842604 0.0585508 0.105798
threshold=0.058500000000000003 -0.11875499999999999 0.11875500000000001 0.13474500000000003 -1.0000000180025095e-35 0.11794000000000002 0.089275000000000007 0.090500000000000011 0.090225000000000014 -0.41304999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 8 -6 -8 -11
right_child=-2 2 3 -5 5 -7 9 -9 -10 10 -12
leaf_value=0.011732217273396288 -0.0027727274246314021 0.0089593220086355129 -0.0052564793409697131 0.0038807974341351489 0.0044925018085937973 0.008208697483149183 0.0053479926267146569 -0.0011184224492812038 -0.0001482679746163832 0.0021565699812786296 -0.003564035890220218
leaf_weight=64 56 59 63 58 1132 67 100 89 122 419 117
leaf_count=64 56 59 63 58 1132 67 100 89 122 419 117
internal_value=0 0.00336955 0.0031283 -0.00086178 0.00335851 0.00319613 0.00302552 0.00369642 0.00403957 0.00160599 0.000904504
internal_weight=0 2290 2226 121 2105 2046 1979 1343 1254 636 536
internal_count=2346 2290 2226 121 2105 2046 1979 1343 1254 636 536
is_linear=0
shrinkage=0.16829


Tree=9088
num_leaves=29
num_cat=0
split_feature=3 3 15 123 15 3 3 15 42 12 15 3 12 49 3 1429 42 15 3 3 16 3 16 15 1213 42 151 52
split_gain=2.96704 0.812605 0.669255 0.327917 0.313067 0.174835 0.302027 0.216188 0.160788 0.113168 0.140453 0.225518 0.112359 0.0532732 0.0508516 0.0407969 0.0505844 0.0390956 0.0682774 0.0584256 0.0480782 0.0403612 0.0395885 0.0584469 0.0296693 0.0752334 0.0139057 0.0121731
threshold=-0.065259999999999999 0.31343500000000007 -0.37478999999999996 0.080635000000000012 -0.23118499999999997 0.11191000000000002 -0.0020049999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088125000000000023 0.03981500000000001 -0.097574999999999981 0.083795000000000022 -0.014869999999999998 -0.011259999999999997 0.083810000000000009 0.083985000000000018 -0.0099749999999999978 -0.091649999999999995 -0.082304999999999975 0.092980000000000021 -0.075604999999999992 -1.0000000180025095e-35 0.091230000000000019 -0.012529999999999998 0.085235000000000019 -0.0038099999999999996 0.086400000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 6 8 -8 -4 10 11 -6 -12 -11 -5 16 -13 18 -15 -20 22 -21 23 -19 27 -26 -18 -14
right_child=1 -3 3 14 9 -7 7 -9 -10 13 12 15 24 17 -16 -17 26 20 19 21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.00053936709575357566 0.00030885589692634344 0.00023262471650050323 0.00070181018817820357 0.00038900822059396664 0.0006249599499346364 0.00052744091598708664 0.00069586362463011045 0.00094302388916845195 0.00049141284127584596 0.00068248467552135112 0.0010096964575970482 0.00092897190508647051 0.00084247044434219813 0.00064963805171142064 0.00053185984970024222 0.00075318620771153068 0.00085888192072114508 0.00084092878940893699 0.00087556280979688447 0.00071522059085301574 0.00088638231629649508 0.00081270254844135158 0.00069753976681802049 0.00075620353673806415 0.00082354020397831134 0.00098848024780253513 0.00077796892212030121 0.00076389391202430392
leaf_weight=54 89 87 81 56 78 84 94 68 81 72 62 70 73 63 59 66 56 194 54 147 67 80 54 192 86 52 74 53
leaf_count=54 89 87 81 56 78 84 94 68 81 72 62 70 73 63 59 66 56 194 54 147 67 80 54 192 86 52 74 53
internal_value=0 0.00053171 0.00057417 0.000619251 0.000788492 0.000663318 0.000698437 0.000799827 0.000596829 0.000796915 0.000830273 0.000782829 0.000880228 0.000772663 0.000462604 0.000828989 0.000853828 0.000780251 0.000751357 0.000774037 0.000799786 0.000749731 0.00078652 0.000798877 0.000849689 0.000885947 0.000813095 0.000809698
internal_weight=0 699 612 523 1647 408 324 162 162 1593 670 344 326 923 115 266 200 851 344 281 507 227 440 386 264 138 130 126
internal_count=2346 699 612 523 1647 408 324 162 162 1593 670 344 326 923 115 266 200 851 344 281 507 227 440 386 264 138 130 126
is_linear=0
shrinkage=0.0032998


Tree=9089
num_leaves=24
num_cat=0
split_feature=15 2 16 457 52 151 16 2 3 48 0 2 2 15 15 3 42 16 15 48 13 12 3
split_gain=2.40922 1.42241 0.457728 0.272847 0.206678 0.198255 0.177384 0.170807 0.381964 0.185242 0.155385 0.151127 0.12999 0.126348 0.114135 0.11195 0.121373 0.107794 0.10752 0.101974 0.0822365 0.0664055 0.0410059
threshold=-0.25061999999999995 0.10836000000000003 0.40052000000000004 0.083415000000000017 0.044705000000000002 -0.088534999999999989 -0.4714549999999999 0.074875000000000011 -0.015069999999999998 0.088580000000000006 -0.0076699999999999989 0.084895000000000012 0.13733000000000004 -0.083359999999999976 -0.43457999999999991 -0.082744999999999985 -0.0096099999999999988 -0.080419999999999978 -0.084629999999999997 0.085890000000000008 -0.013149999999999998 0.089625000000000024 -0.078254999999999977
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 3 4 7 12 -5 -1 8 15 10 11 17 13 -3 -8 16 -2 -9 -13 -7 -11 -17 -23
right_child=1 2 -4 5 -6 19 14 9 -10 20 -12 18 -14 -15 -16 21 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00058403651614268915 0.00084660659049844676 0.00044649492041386684 0.00083574102146964993 0.00090567543935764954 0.00069848920030877299 0.00054894259917005728 0.00027963057174821822 0.00093428061113664141 0.00057114895180702138 0.00086490030280744908 0.001054808639913949 0.00096625813982007577 0.00037192845406242979 0.00067024165715708062 0.00048583834596154977 0.00090213679305416704 0.0010366030051872873 0.0011010666975557548 0.00086566012659032121 0.00075984560513213709 0.00070751479194192753 0.0007043673525435509 0.00081995601685602465
leaf_weight=64 80 52 101 53 94 52 70 127 55 94 93 156 56 62 52 86 74 69 557 52 65 53 129
leaf_count=64 80 52 101 53 94 52 70 127 55 94 93 156 56 62 52 86 74 69 557 52 65 53 129
internal_value=0 0.00083421 0.000646053 0.000872451 0.00057335 0.00073967 0.000442401 0.000885156 0.00083169 0.000907092 0.000923926 0.000910497 0.000503948 0.000568491 0.000367811 0.000865563 0.000938132 0.000993176 0.00088772 0.000654733 0.000800782 0.000823731 0.000786489
internal_weight=0 2160 365 1795 264 157 186 1638 477 1161 1002 909 170 114 122 422 154 196 713 104 159 268 182
internal_count=2346 2160 365 1795 264 157 186 1638 477 1161 1002 909 170 114 122 422 154 196 713 104 159 268 182
is_linear=0
shrinkage=0.0032998


Tree=9090
num_leaves=27
num_cat=0
split_feature=1 52 12 2 1 12 0 4 4 52 12 0 0 43 0 12 1 1 4 43 12 12 15 15 16 0
split_gain=7.2664 1.60611 0.773686 1.28832 0.710366 0.608684 0.403406 0.24949 0.296818 0.245812 0.268427 0.24346 0.20244 0.159607 0.131537 0.130683 0.0993415 0.0961608 0.0932407 0.0686002 0.0599971 0.126932 0.0432921 0.0420943 0.0681484 0.0397698
threshold=0.10538500000000002 -0.40011499999999994 0.088745000000000004 0.11500500000000001 0.090485000000000024 -0.013764999999999998 -0.08397499999999998 -0.47860499999999995 -0.099704999999999974 -0.080064999999999983 -0.081914999999999988 -0.090889999999999985 -0.14989499999999997 -1.0000000180025095e-35 -0.098179999999999976 0.083865000000000009 0.096515000000000004 0.11684000000000001 -0.0072499999999999995 -0.040789999999999993 0.085965000000000014 0.090045000000000014 -0.066639999999999991 -0.035449999999999988 -0.049384999999999991 -0.089704999999999993
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=4 -2 9 -4 6 -6 12 -8 -9 -3 -11 -7 -1 15 -15 -14 19 -12 23 -13 25 -22 -20 -10 -25 -17
right_child=1 2 3 -5 5 11 7 8 18 10 17 16 13 14 -16 20 -18 -19 22 -21 21 -23 -24 24 -26 -27
leaf_value=0.0012013903459717719 0.0010300298351031943 0.00019020669953112506 0.00092634705012594723 0.00027405044784134519 0.00050335413886894989 0.00072324204255920662 0.0011505533672818958 0.00068936568145823039 0.0010541679037947473 0.00055114777916139186 0.00042754528465301951 0.0008036294613689896 0.0011730523076155135 0.00080877368961406761 0.0010166663473501728 0.00106442550241163 0.0010350954347491679 0.00025988193285477823 0.00092745268732991504 0.00096789696593955934 0.0011146262251530007 0.00095645572044945047 0.00079642696960334914 0.00098194372741364938 0.00088871146174946433 0.0009500095459417814
leaf_weight=89 61 66 83 55 53 72 59 55 59 100 66 61 93 59 84 55 88 90 61 59 190 84 63 305 134 127
leaf_count=89 61 66 83 55 53 72 59 55 59 100 66 61 93 59 84 55 88 90 61 59 190 84 63 305 134 127
internal_value=0 0.000526446 0.00045959 0.000666629 0.00096779 0.000829153 0.000998199 0.000942303 0.000924102 0.00037075 0.000417159 0.000890696 0.00105083 0.00103141 0.000931139 0.00105747 0.000948491 0.000331042 0.000944801 0.000884688 0.00103382 0.00106626 0.000861167 0.000965555 0.000953566 0.000984779
internal_weight=0 521 460 138 1850 333 1517 736 677 322 256 280 781 692 143 549 208 156 622 120 456 274 124 498 439 182
internal_count=2371 521 460 138 1850 333 1517 736 677 322 256 280 781 692 143 549 208 156 622 120 456 274 124 498 439 182
is_linear=0
shrinkage=0.0032998


Tree=9091
num_leaves=20
num_cat=0
split_feature=2 2 2 43 52 52 2 15 2 1447 3 15 3 3 3 1447 43 133 15
split_gain=6.57008 3.60101 1.47472 0.869899 0.703389 0.618379 0.572627 0.475786 0.371134 0.364259 0.345111 0.242691 0.199356 0.19769 0.112135 0.104191 0.0943361 0.0863134 0.0719056
threshold=0.10981000000000002 -1.0000000180025095e-35 0.13538500000000001 -0.006474999999999999 -0.42890999999999996 0.044705000000000002 0.099675000000000014 -0.013084999999999998 0.17000000000000001 -0.083899999999999988 -0.031844999999999991 -0.14151499999999997 -0.029309999999999996 0.088465000000000002 -0.14162499999999997 -0.086664999999999978 0.061400000000000003 -0.44909999999999994 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 12 9 10 11 15 -8 -4 -6 14 -11 -3 18 -18 -16
right_child=2 6 8 -5 5 -7 7 -9 -10 13 -12 -13 -14 -15 16 -17 17 -19 -20
leaf_value=0.00011295082671782039 0.00085501254409315101 0.0009756536465918618 8.4478779747730346e-05 0.00062116827358729904 0.00047687754959985305 0.00066855598251363353 0.00073111719524619517 0.00089313018802397726 -7.5903513156246006e-05 0.0010266646863040306 0.00038880982173498209 0.00038692358073406978 0.00021939333972637655 0.00071183806831147975 0.00090757729921258257 0.0011783098753366408 0.00090937615521393962 0.00073791324949875692 0.00083831286553062354
leaf_weight=83 60 61 52 66 53 89 79 100 54 66 55 66 88 73 905 57 54 91 219
leaf_count=83 60 61 52 66 53 89 79 100 54 66 55 66 88 73 905 57 54 91 219
internal_value=0 0.000831251 0.000392544 0.000338304 0.000536169 0.000452839 0.000872963 0.000720198 0.000150181 0.000896365 0.000590881 0.000253941 0.000316428 0.000881466 0.000890715 0.00107385 0.000883617 0.000802011 0.000894113
internal_weight=0 1909 462 149 290 230 1760 234 172 1526 134 118 141 1408 1335 118 1269 145 1124
internal_count=2371 1909 462 149 290 230 1760 234 172 1526 134 118 141 1408 1335 118 1269 145 1124
is_linear=0
shrinkage=0.0032998


Tree=9092
num_leaves=22
num_cat=0
split_feature=3 3 43 12 52 52 0 12 10 43 42 1456 12 151 133 51 12 403 3 3 1456
split_gain=3.42335 1.69442 0.761271 0.474514 0.363117 0.462365 0.32579 0.298658 0.205257 0.20039 0.195236 0.141044 0.119924 0.0745525 0.0664561 0.0612216 0.0766368 0.0489732 0.0363054 0.0353723 0.0108101
threshold=-0.06340999999999998 0.30112000000000005 -0.042649999999999993 0.023990000000000004 -0.089014999999999983 0.038145000000000005 -0.22607999999999998 0.10321000000000001 -1.0000000180025095e-35 -0.095564999999999983 -1.0000000180025095e-35 -0.083354999999999999 0.08401500000000002 -0.082229999999999984 0.085980000000000015 -0.047599999999999996 0.095780000000000018 -0.016149999999999994 -0.013119999999999998 0.021805000000000001 -0.15627999999999997
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 8 -1 -4 6 -6 11 -2 -10 -9 20 14 -14 -13 16 -15 -17 -11 -8 -5
right_child=1 -3 4 7 5 -7 19 10 9 18 -12 12 13 15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.00051784716153215288 0.0003189823808671541 0.00015256823045059798 0.00090550021958523362 0.0010146565594406002 0.00038035339912137836 0.00086223260637540051 0.00061258467548581713 0.00082672005927806182 0.00070561298632566588 0.00052046699884076533 0.00061448905502836074 0.00087719786503451052 0.00074255388483890751 0.0008399567716109663 0.001034602235951819 0.00082150936010756377 0.00069807010123189035 0.00087337678586628972 0.00039673963180187087 0.00073451613440189039 0.00093002376587576665
leaf_weight=53 69 100 84 52 68 82 63 91 52 53 103 80 97 112 53 366 73 555 59 54 52
leaf_count=53 69 100 84 52 68 82 63 91 52 53 103 80 97 112 53 366 73 555 59 54 52
internal_value=0 0.000549932 0.000617914 0.000826881 0.000715176 0.000655167 0.000563196 0.000836884 0.000471244 0.00053509 0.000714222 0.000853384 0.000844072 0.000833416 0.000940188 0.000841353 0.00078416 0.000852803 0.000455604 0.000669162 0.000972679
internal_weight=0 684 584 1687 351 267 185 1634 233 164 194 1440 1336 1203 133 1106 185 921 112 117 104
internal_count=2371 684 584 1687 351 267 185 1634 233 164 194 1440 1336 1203 133 1106 185 921 112 117 104
is_linear=0
shrinkage=0.0032998


Tree=9093
num_leaves=13
num_cat=0
split_feature=1447 1455 475 52 14 3 475 13 14 39 474 13
split_gain=0.10812 0.0800714 0.0676807 0.0920858 0.0817628 0.143744 0.0792361 0.0784929 0.0764834 0.069216 0.0541423 0.0608008
threshold=-0.085709999999999995 -0.072959999999999983 -0.051009999999999993 -0.53937999999999986 -1.0000000180025095e-35 0.11745500000000002 -0.07675499999999999 -0.41572999999999993 0.076175000000000007 0.094095000000000026 0.088290000000000021 -0.011494999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 -5 8 10 -7 9 -6 11 -3
right_child=1 2 3 4 5 7 -8 -9 -10 -11 -12 -13
leaf_value=0.010970948834223749 0.010459518480768318 0.0048144807418318732 0.01159714484944561 0.010211623500981632 0.0052669775077909134 0.0038254400590731746 -0.0033806927019578866 -0.0044931745073631272 0.011034251238006512 0.00058227241018658825 0.0077048739135853741 -0.0016377583007455847
leaf_weight=92 76 100 63 83 1476 60 53 69 62 96 71 70
leaf_count=92 76 100 63 83 1476 60 53 69 62 96 71 70
internal_value=0 0.00506816 0.00488135 0.00524827 0.00503062 0.00478569 0.00249278 -0.000610124 0.00521277 0.00498203 0.00379191 0.00214711
internal_weight=0 2279 2203 1909 1846 1763 294 129 1634 1572 241 170
internal_count=2371 2279 2203 1909 1846 1763 294 129 1634 1572 241 170
is_linear=0
shrinkage=0.16829


Tree=9094
num_leaves=20
num_cat=0
split_feature=1 52 1 3 14 15 47 3 12 3 12 52 15 130 1447 47 3 42 1
split_gain=4.59828 1.03454 0.671786 0.599768 0.413962 0.291623 0.249164 0.232757 0.306379 0.238653 0.208237 0.12393 0.116425 0.096208 0.0675594 0.061556 0.105044 0.0234282 0.0160554
threshold=0.10282000000000001 -0.41304999999999997 0.089710000000000026 -0.058704999999999993 0.062655000000000016 -0.14636999999999997 0.094160000000000008 0.077930000000000013 -0.080579999999999985 0.25468500000000005 0.088835000000000011 -0.060549999999999993 0.11876000000000002 -0.072444999999999982 -0.085709999999999995 0.078875000000000015 -0.12077499999999998 0.096075000000000008 0.093575000000000019
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 5 12 -3 7 8 -5 -9 11 -4 13 -1 -15 16 -16 18 -12
right_child=1 3 10 6 -6 -7 -8 9 -10 -11 17 -13 -14 14 15 -17 -18 -19 -20
leaf_value=0.00099973161478270327 0.00086840280308043115 0.00044169220526677562 0.00071106742133456578 0.00036527917911290022 0.0011499103579642401 0.00074692982977292996 0.0005540064217152594 0.0006001167216426889 4.5890283574754982e-05 0.00032169810408973014 0.0007951439820051417 0.000504871787985 0.00071574830846315312 0.00097075645970922146 0.00070880736141382258 0.00094415996291909534 0.00086183465108432384 0.00083559739322912937 0.0007045575148710184
leaf_weight=67 77 55 66 84 60 93 74 56 54 86 56 65 55 71 54 99 1074 70 55
leaf_count=67 77 55 66 84 60 93 74 56 54 86 56 65 55 71 54 99 1074 70 55
internal_value=0 0.000511747 0.000850184 0.000456971 0.000879619 0.000633735 0.00038297 0.000337642 0.000240556 0.000431745 0.000710444 0.000609026 0.000868173 0.000874289 0.000867787 0.0008618 0.00085454 0.000783652 0.000750576
internal_weight=0 579 1792 502 1480 148 354 280 138 142 312 131 1420 1365 1298 1227 1128 181 111
internal_count=2371 579 1792 502 1480 148 354 280 138 142 312 131 1420 1365 1298 1227 1128 181 111
is_linear=0
shrinkage=0.0032998


Tree=9095
num_leaves=27
num_cat=0
split_feature=1 1 131 1 457 0 1 0 0 1 0 52 13 0 50 52 13 51 43 48 13 13 13 50 52 50
split_gain=15.5966 2.00328 0.920893 0.840635 0.644519 0.484364 0.385585 0.330132 0.311645 0.287492 0.291894 0.286907 0.2833 0.23915 0.203711 0.311107 0.196032 0.144777 0.0977506 0.0952209 0.0537076 0.0468368 0.0586847 0.0349535 0.0371796 0.000525554
threshold=0.10538500000000002 0.13630500000000004 0.088315000000000018 0.089710000000000026 0.048350000000000011 -0.082234999999999989 0.14699000000000004 -0.082654999999999992 -0.14989499999999997 0.081755000000000008 0.040035000000000008 -0.086814999999999989 -0.0030199999999999997 -0.10490499999999998 0.089465000000000017 0.0052050000000000004 -0.079854999999999995 -0.26621499999999992 0.053790000000000011 0.097370000000000026 -0.086689999999999975 -0.092489999999999989 -0.088589999999999988 0.10718500000000002 0.0029250000000000005 0.10352000000000001
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=3 2 7 5 11 8 -3 19 -1 10 16 -5 -9 -10 15 -13 -7 -18 -19 -2 21 -15 -23 24 -22 -16
right_child=1 6 -4 4 -6 9 -8 12 13 -11 -12 14 -14 20 25 -17 17 18 -20 -21 23 22 -24 -25 -26 -27
leaf_value=0.0012908334829415775 0.00022404625210046899 0.00017272888637309865 0.0008065186719310903 0.0010877171398019343 0.00054062192810600267 0.001128292401093462 -0.00017882264264028704 0.00034390815451106082 0.00090648734706148338 0.001178439317513434 0.00073603021712485568 0.00064656760857447545 0.00065231112258033231 0.0010629553418300872 0.0010009765392074432 0.00097073780274003574 0.00078253677519801561 0.00099370563297221468 0.00083530165801389933 0.00039735503691465754 0.00105162716617675 0.0012605114159433049 0.0011130780271309951 0.00099152718288220728 0.0011196366600641065 0.00094749064513475242
leaf_weight=79 101 70 72 86 57 75 66 61 88 64 67 81 71 67 52 55 56 275 54 54 223 59 76 62 195 52
leaf_count=79 101 70 72 86 57 75 66 61 88 64 67 81 71 67 52 55 56 275 54 54 223 59 76 62 195 52
internal_value=0 0.000343187 0.000472392 0.00100379 0.000865844 0.00104046 1.86397e-06 0.000388446 0.00109127 0.000967394 0.000941697 0.0009226 0.000510058 0.00107075 0.000863286 0.000777925 0.000971576 0.000940955 0.000967813 0.000284652 0.0010919 0.00113986 0.00117777 0.00107164 0.00108344 0.000974572
internal_weight=0 495 359 1823 383 1440 136 287 849 591 527 326 132 770 240 136 460 385 329 155 682 202 135 480 418 104
internal_count=2318 495 359 1823 383 1440 136 287 849 591 527 326 132 770 240 136 460 385 329 155 682 202 135 480 418 104
is_linear=0
shrinkage=0.0032998


Tree=9096
num_leaves=20
num_cat=0
split_feature=15 150 157 12 12 12 151 12 39 12 43 13 43 42 42 52 47 13 43
split_gain=4.19866 1.16719 0.511869 0.441838 0.402382 0.316594 0.349034 0.182679 0.183212 0.164983 0.162633 0.130658 0.121461 0.113684 0.0724224 0.067184 0.039062 0.0409883 0.0330258
threshold=-0.24269999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.11844 -0.029844999999999997 0.091475000000000015 -0.019324999999999998 0.087645000000000015 0.084155000000000021 -0.042789999999999988 -0.083329999999999987 0.060910000000000013 -0.08423499999999999 -0.080744999999999983 0.085545000000000024 0.11379500000000002 0.096175000000000024 0.0037100000000000002 -0.065804999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 18 6 10 8 -4 14 -6 15 13 -7 -1 -8 17 -14 -2
right_child=1 2 7 -5 5 12 11 -9 -10 -11 -12 -13 16 -15 -16 -17 -18 -19 -20
leaf_value=0.00043091469943026258 0.00090431693844359882 0.00112871980078848 0.00067761790789133854 0.00089541274047140787 0.0011472071262138659 0.0010953645752120294 0.0012504298943539543 0.00099535120227267062 0.00091012074032769969 0.00071502235146589735 0.00091398894331771812 0.0010733196310496343 0.0011594285717121517 0.00089051299640605531 0.00060426441917673063 0.0011604397398619812 0.0010442547079219349 0.001065312163777897 0.0010270737249206169
leaf_weight=53 61 91 93 77 78 78 706 56 64 88 60 60 342 52 57 118 59 72 53
leaf_count=53 61 91 93 77 78 78 706 56 64 88 60 60 342 52 57 118 59 72 53
internal_value=0 0.00111031 0.000920477 0.00114207 0.00115298 0.00116637 0.00120215 0.000831344 0.000772621 0.000607444 0.00104606 0.00122648 0.00110568 0.00101369 0.000521062 0.00123759 0.00113088 0.00114315 0.000961697
internal_weight=0 2120 304 1816 1739 1625 1022 213 157 198 138 884 603 130 110 824 473 414 114
internal_count=2318 2120 304 1816 1739 1625 1022 213 157 198 138 884 603 130 110 824 473 414 114
is_linear=0
shrinkage=0.0032998


Tree=9097
num_leaves=24
num_cat=0
split_feature=1 1 4 150 16 0 52 13 4 0 4 42 51 0 158 0 4 15 0 0 42 0 15
split_gain=3.91201 0.68471 0.583547 0.473051 0.305888 0.272971 0.235537 0.218433 0.188767 0.172383 0.17061 0.176283 0.148824 0.25711 0.0911745 0.0803896 0.152688 0.076892 0.10148 0.119946 0.0521919 0.0373231 0.0165646
threshold=0.11869500000000001 0.10141500000000002 0.42953500000000006 1.0000000180025095e-35 0.15737500000000001 -0.083264999999999992 -0.012574999999999998 -0.073949999999999988 0.057265000000000003 -0.057864999999999993 -0.079939999999999983 0.088520000000000015 -0.10830999999999999 0.040035000000000008 0.07968500000000002 -0.055879999999999992 -0.088319999999999996 -0.14524999999999996 -0.10566999999999999 -0.14310999999999999 -0.0091049999999999985 -0.086224999999999982 0.084855000000000014
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=1 5 7 4 6 10 -3 -2 12 -4 11 21 -7 15 17 16 -14 -12 19 -19 -20 22 -1
right_child=2 3 9 -5 -6 8 -8 -9 -10 -11 14 -13 13 -15 -16 -17 -18 18 20 -21 -22 -23 -24
leaf_value=0.00089041049452093777 0.00027201151334964178 0.00041187256852925121 0.00022186725585092378 0.00037361420827387794 0.00083556800772269224 0.00084097851548834031 0.00067593096806855039 0.00053763330372084582 0.0005000257968395727 -3.0806707126058096e-05 0.00083252421654468308 0.0010211882701027051 0.00053133166857431485 0.00051280427239242552 0.00084751912354535312 0.00084197912027485515 0.0007199173925920803 0.00073455420449138335 0.00064511921990276189 0.00051090147850609902 0.00076050035808340093 0.00074384366458968244 0.00080305927956947321
leaf_weight=57 59 62 67 94 70 84 94 81 52 52 76 54 53 79 92 52 525 55 55 53 306 76 70
leaf_count=57 59 62 67 94 70 84 94 81 52 52 76 54 53 79 92 52 525 55 55 53 306 76 70
internal_value=0 0.000711981 0.000281449 0.000571215 0.000653247 0.000737863 0.000571211 0.000425944 0.000694948 0.000111159 0.000778386 0.000851165 0.000707686 0.000691844 0.000748968 0.000714239 0.000702686 0.000732267 0.000715946 0.000625125 0.000743019 0.000805764 0.000842542
internal_weight=0 2059 259 320 226 1739 156 140 845 119 894 257 793 709 637 630 578 545 469 108 361 203 127
internal_count=2318 2059 259 320 226 1739 156 140 845 119 894 257 793 709 637 630 578 545 469 108 361 203 127
is_linear=0
shrinkage=0.0032998


Tree=9098
num_leaves=21
num_cat=0
split_feature=15 2 12 49 0 12 150 2 0 0 12 160 133 0 15 157 47 12 0 2
split_gain=2.31233 1.09363 0.520015 0.411834 0.292161 0.243701 0.239899 0.236989 0.1928 0.161329 0.129277 0.124934 0.114391 0.110156 0.0836653 0.0706978 0.070106 0.0409868 0.0464488 0.0343892
threshold=-0.24269999999999997 0.11366500000000002 -0.041134999999999991 -0.0073549999999999996 -0.11169999999999998 0.090255000000000016 0.081245000000000026 0.090225000000000014 -0.074754999999999988 -0.14989499999999997 0.11553000000000001 -0.067104999999999984 0.084735000000000019 -0.10803999999999998 -0.050699999999999995 -0.073194999999999996 0.094160000000000008 0.096510000000000012 -0.074434999999999987 0.085600000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 -3 -1 6 9 -8 -5 -4 15 -6 -2 -11 -10 -7 -15 18 -17 -19
right_child=1 3 5 8 11 10 7 -9 14 13 -12 -13 -14 16 -16 17 -18 19 -20 -21
leaf_value=0.0004390029763443036 0.0005397024020952941 0.00022709650017941368 0.00086986634510018276 0.00034562330920636606 0.00027941136248854306 0.00051540568633488826 0.00067689231103093908 0.00039372882084841299 0.00066219047509401426 0.00056108456934216553 0.00046330696026965386 7.6749652615824669e-05 0.00034571730434650606 0.00072697285202728585 0.00049158054883314682 0.00064366737619674325 0.00061084347505716908 0.00062325315141984719 0.00055212603736240538 0.00071247661292468938
leaf_weight=62 80 80 74 55 59 54 88 52 68 55 55 77 59 705 63 249 66 84 89 144
leaf_count=62 80 80 74 55 59 54 88 52 68 55 55 77 59 705 63 249 66 84 89 144
internal_value=0 0.000624116 0.00065254 0.000425869 0.000250927 0.000668318 0.000700267 0.000571969 0.000511173 0.000720186 0.00061904 0.000164928 0.000457617 0.000706733 0.00058041 0.000632799 0.000717078 0.000643936 0.000619668 0.000679759
internal_weight=0 2120 1854 266 198 1715 1040 140 186 900 675 136 139 826 131 620 771 566 338 228
internal_count=2318 2120 1854 266 198 1715 1040 140 186 900 675 136 139 826 131 620 771 566 338 228
is_linear=0
shrinkage=0.0032998


Tree=9099
num_leaves=29
num_cat=0
split_feature=1 4 1 12 0 12 13 13 1 4 4 1 0 0 4 42 0 0 52 1 4 4 15 483 4 2 52 15
split_gain=7.42514 1.17018 0.612043 0.583067 0.569154 0.468758 0.458985 0.343466 0.330925 0.167775 0.164809 0.164372 0.154239 0.152826 0.133516 0.174923 0.153388 0.148441 0.130261 0.152091 0.112954 0.0995237 0.0764665 0.0539215 0.058906 0.0282121 0.0231406 0.0208825
threshold=0.10538500000000002 0.27287000000000006 0.091275000000000009 0.087545000000000026 -0.082234999999999989 -0.010219999999999998 -0.0042049999999999995 0.0083850000000000018 0.12719000000000003 -0.099704999999999974 -0.11205499999999999 0.11663000000000003 -0.087404999999999997 -0.055219999999999998 -0.080429999999999988 0.088285000000000016 -0.14822499999999997 -0.10653 0.093245000000000008 0.096255000000000021 0.0030100000000000001 0.50230500000000011 0.084785000000000013 0.090710000000000013 0.005935000000000001 0.10000000000000002 0.092175000000000021 0.087315000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 14 -4 -2 9 21 -6 -7 -5 -10 -9 15 22 -16 -18 19 -12 25 -3 -1 24 -19 26 -11 -24
right_child=1 8 5 11 7 10 -8 13 12 20 18 -13 -14 -15 16 -17 17 23 -20 -21 -22 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0011347646491821984 0.00037510782706110164 0.00036120073655292428 0.00055498753280096757 0.00095566923844337575 0.00080508660764511239 0.0010513645663902085 0.00075027959553885571 0.00084599696301590217 0.00033067877002116282 0.0010057383667283653 0.00087073980011622451 0.00069749515517617379 9.4718671294665739e-05 0.00062463482760431851 0.0011736138187948076 0.0012746300098481394 0.00084869131788375192 0.0010187088785878285 0.00097800325064454621 0.00065357944556904059 0.00085494536388479607 0.00056378078553944182 0.0010443378410426691 0.0011189628562303269 0.00091261576202336105 0.0010675176134932445 0.00092178190271201201 0.00094547529344206393
leaf_weight=87 96 57 59 57 76 52 57 100 58 190 97 54 64 54 58 52 72 354 57 58 71 52 70 52 77 73 60 54
leaf_count=87 96 57 59 57 76 52 57 100 58 190 97 54 64 54 58 52 72 354 57 58 71 52 70 52 77 73 60 54
internal_value=0 0.00049759 0.000953483 0.000647803 0.000981662 0.000822513 0.000515108 0.000905056 0.000325767 0.000949691 0.000882167 0.000830388 0.000207185 0.000768605 0.00103619 0.00109989 0.0010088 0.000991517 0.0008405 0.000789707 0.000977494 0.000458168 0.00105666 0.00101273 0.000999837 0.00100432 0.00098573 0.00100157
internal_weight=0 495 1823 264 1500 323 153 624 231 470 264 111 122 154 876 263 613 555 212 155 394 109 211 483 431 323 250 124
internal_count=2318 495 1823 264 1500 323 153 624 231 470 264 111 122 154 876 263 613 555 212 155 394 109 211 483 431 323 250 124
is_linear=0
shrinkage=0.0032998


Tree=9100
num_leaves=21
num_cat=0
split_feature=1 1 42 376 160 1 16 160 157 51 1 1 1204 43 42 42 49 43 12 16
split_gain=0.561034 0.111029 0.13929 0.10988 0.105574 0.0871116 0.0820297 0.073028 0.0726745 0.117181 0.0710493 0.107211 0.0587289 0.0518478 0.0704033 0.0712606 0.0506599 0.051834 0.0359489 0.0139339
threshold=0.13075500000000004 0.088785000000000017 0.11551500000000002 0.083785000000000012 -0.53447999999999996 0.14699000000000004 0.51148500000000008 0.085130000000000011 -0.077809999999999976 -0.011859999999999997 1.0000000180025095e-35 0.083835000000000007 -0.0030749999999999996 -0.0087649999999999985 0.097020000000000009 -0.0015249999999999999 0.11496500000000001 -0.15429499999999996 -0.06202499999999999 -0.049384999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 18 7 8 -3 -10 12 -12 -6 16 15 -15 17 -14 -2 -13
right_child=5 2 -4 -5 10 -7 -8 -9 9 -11 11 19 13 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0010901072084791357 0.0037075500782780772 0.0097517960231670378 0.014266211687712173 -0.0011634678243053983 0.012228236473555851 -0.0072810943388964561 0.011188296669740371 0.010558855166035639 -0.0037727843487218899 0.0047688305580278071 0.01724772022043276 0.0074076990898684124 0.0052215252933475974 0.0079641542769981546 0.010672791383883318 0.0024381214866936183 0.0042629317402173269 0.0097469033879018733 -0.0022262291335590286 0.010949216412537599
leaf_weight=53 54 65 53 67 99 62 76 65 52 352 67 77 84 120 78 150 67 575 62 61
leaf_count=53 54 65 53 67 99 62 76 65 52 352 67 77 84 120 78 150 67 575 62 61
internal_value=0 0.00763504 0.00593794 0.0052833 0.00849952 -0.00218678 0.00599433 0.00525175 0.00451239 0.00366497 0.0087832 0.0116951 0.00827277 0.00790649 0.00619968 0.00490079 0.00872216 0.0091728 0.00052056 0.00898617
internal_weight=0 2161 730 677 1431 178 610 534 469 404 1378 205 1173 1074 348 270 726 659 116 138
internal_count=2339 2161 730 677 1431 178 610 534 469 404 1378 205 1173 1074 348 270 726 659 116 138
is_linear=0
shrinkage=0.16829


Tree=9101
num_leaves=14
num_cat=0
split_feature=3 39 2 3 39 124 49 0 0 3 15 3 52
split_gain=5.39907 2.64966 1.06321 0.543168 0.327924 0.245969 0.233955 0.267052 0.249249 0.170548 0.165063 0.200486 0.119426
threshold=0.31343500000000007 0.081875000000000017 0.12051500000000002 0.11745500000000002 0.10076500000000001 -0.080494999999999983 -0.020999999999999994 -0.11471499999999998 -0.14989499999999997 -0.085044999999999996 -0.18708499999999997 -0.082304999999999975 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -3 7 -1 -8 -9 -10 -12 -4
right_child=-2 4 12 -5 -6 -7 8 9 10 -11 11 -13 -14
leaf_value=0.00075855404165122342 0.00012143914917549426 0.00064845754596877081 0.00084596711227683137 0.00070077535903153025 0.0005111771653847078 0.00091229440167432511 0.0012401454104558256 0.00091804761756907277 0.0008621628849401886 0.0011639232441312622 0.0010928165778194606 0.0010147122878079178 0.00064015539464859809
leaf_weight=64 84 99 55 52 99 65 80 76 52 55 767 715 76
leaf_count=64 84 99 55 52 99 65 80 76 52 55 767 715 76
internal_value=0 0.00097394 0.00101507 0.00103534 0.000662256 0.000753242 0.00104494 0.000935412 0.00105815 0.00102155 0.00104864 0.00105516 0.000726834
internal_weight=0 2255 1992 1861 263 164 1809 195 1614 131 1534 1482 131
internal_count=2339 2255 1992 1861 263 164 1809 195 1614 131 1534 1482 131
is_linear=0
shrinkage=0.0032998


Tree=9102
num_leaves=21
num_cat=0
split_feature=1 3 4 3 1 0 16 1 4 3 52 0 16 131 0 52 12 0 52 133
split_gain=6.90352 1.0317 0.581976 0.796875 0.477386 0.475366 0.442946 0.387111 0.325156 0.202691 0.120043 0.132088 0.116504 0.0869184 0.0790809 0.0634435 0.0998347 0.0465686 0.0385263 0.0275208
threshold=0.104035 0.31343500000000007 0.27287000000000006 -0.048154999999999996 0.089625000000000024 0.040035000000000008 -0.082354999999999984 0.13130500000000003 -0.1075 -0.0047649999999999993 -0.092059999999999989 -0.079724999999999976 0.27552000000000004 0.077555000000000027 -0.061994999999999995 -0.14794999999999997 0.084160000000000013 -0.14766999999999997 0.084675000000000014 0.087245000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 14 5 8 -6 17 -1 -5 -8 -12 13 15 -2 -10 -17 -4 -15 -13
right_child=1 -3 7 9 6 -7 10 -9 12 -11 11 19 -14 18 -16 16 -18 -19 -20 -21
leaf_value=0.0012208910642370536 0.00097373848094620401 0.00016499228287681654 0.00047355408870219267 0.00036999849232255199 0.00062717937876864791 0.00072510859176399059 0.0010146702368827019 0.00024147756585530443 0.0010636498962001942 0.00062644639508310622 0.00075069993633104088 0.00099102823561823361 0.00086010102183186276 0.0011087968605817758 0.0007943809971052236 0.00089281710826626505 0.00097813652253969695 0.00060708277158667541 0.00099050294547868394 0.00087249092779909381
leaf_weight=60 55 80 55 64 89 85 73 71 78 73 81 52 102 82 60 198 798 69 62 52
leaf_count=60 55 80 55 64 89 85 73 71 78 73 81 52 102 82 60 198 798 69 62 52
internal_value=0 0.000510729 0.000572527 0.000677518 0.000939994 0.000966207 0.000829223 0.000436664 0.000981031 0.000506903 0.000898784 0.000852866 0.000970102 0.000979285 0.000880467 0.000968683 0.000961211 0.00054814 0.00105811 0.000932098
internal_weight=0 527 447 252 1812 1465 347 195 1380 137 258 185 1320 1218 115 1074 996 124 144 104
internal_count=2339 527 447 252 1812 1465 347 195 1380 137 258 185 1320 1218 115 1074 996 124 144 104
is_linear=0
shrinkage=0.0032998


Tree=9103
num_leaves=16
num_cat=0
split_feature=4 3 39 3 376 147 15 2 4 12 43 12 39 16 15
split_gain=3.80051 0.964553 0.702848 0.364586 0.313306 0.288592 0.181942 0.129905 0.245819 0.252778 0.132663 0.120096 0.107565 0.107333 0.0743883
threshold=0.30163500000000004 0.25468500000000005 0.084535000000000013 0.13524500000000003 0.083785000000000012 0.087210000000000024 -0.15614499999999998 0.10774000000000002 -0.14538499999999996 0.054520000000000006 -0.083669999999999981 0.085425000000000015 0.096625000000000016 -0.049384999999999991 -0.46503999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 -4 6 -1 8 11 -10 -9 -8 14 -12 -2
right_child=3 -3 4 -5 -6 -7 7 10 9 -11 13 -13 -14 -15 -16
leaf_value=0.0009644377712872519 0.00052906104448119829 0.00031118802340033533 0.00065828476598236692 8.9677516699148124e-05 0.0003589488639167599 0.00053417375684281833 0.0010043043166658365 0.0005450150354129067 0.00059052526933287995 0.00077908106602617134 0.0008587389210425344 0.00081026820865367165 0.0002546942868068751 0.00067464828538576647 0.0003722295777045221
leaf_weight=56 54 56 99 60 63 56 76 52 84 1310 56 70 53 101 93
leaf_count=56 54 56 99 60 63 56 76 52 84 1310 56 70 53 101 93
internal_value=0 0.000739459 0.000751297 0.000316045 0.000542094 0.000769489 0.000776771 0.000770742 0.000781397 0.000767744 0.000692058 0.000911515 0.00038378 0.000740536 0.000430081
internal_weight=0 2079 2023 260 162 1861 1805 1749 1540 1394 209 146 200 157 147
internal_count=2339 2079 2023 260 162 1861 1805 1749 1540 1394 209 146 200 157 147
is_linear=0
shrinkage=0.0032998


Tree=9104
num_leaves=15
num_cat=0
split_feature=10 2 484 160 2 159 16 15 16 15 474 456 2 159
split_gain=0.305892 0.227454 0.131105 0.120357 0.123544 0.11442 0.0796715 0.0763563 0.0738879 0.0732349 0.0590917 0.0545777 0.0383728 0.0329805
threshold=-1.0000000180025095e-35 -0.0091949999999999983 0.12438500000000001 -0.53447999999999996 0.10672500000000001 0.084205000000000016 -0.50942999999999994 -0.45015499999999992 -0.08422499999999998 -0.029334999999999996 0.089190000000000005 0.077935000000000018 0.085665000000000005 0.10725000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 10 -6 -8 -1 -9 11 -5 -7 -14
right_child=1 2 -4 4 6 12 7 9 -10 -11 -12 -13 13 -15
leaf_value=-0.0057396627914774005 -0.0012982976805220108 0.00060502240325335571 0.015763053183592644 0.0082894014955169366 0.011313829838286471 0.016699803773870335 -0.00055641095472177258 0.0080157357557817163 0.0028234733922837423 0.0029740848076507038 0.0033046809410450422 0.012626185411315554 0.013424618613922572 0.0079405372823984216
leaf_weight=52 74 62 63 1222 63 53 62 191 63 145 64 90 81 54
leaf_count=52 74 62 63 1222 63 53 62 191 63 145 64 90 81 54
internal_value=0 0.0078544 0.00817026 0.00794019 0.00816389 0.00887964 0.00573171 0.00484359 -0.00103293 0.00584537 0.00834382 0.00858826 0.0127918 0.0112443
internal_weight=0 2224 2150 2087 2025 1564 461 398 115 336 1376 1312 188 135
internal_count=2339 2224 2150 2087 2025 1564 461 398 115 336 1376 1312 188 135
is_linear=0
shrinkage=0.16829


Tree=9105
num_leaves=22
num_cat=0
split_feature=1 52 1 150 16 39 12 12 15 16 11 1 156 475 151 16 12 1 16 15 52
split_gain=6.94541 1.4265 0.98788 0.468227 0.457196 0.351525 0.335235 0.282532 0.241397 0.238943 0.234776 0.225098 0.149142 0.200522 0.0835968 0.0620451 0.0602913 0.0465887 0.0897133 0.0487315 0.0351074
threshold=0.10574000000000001 -0.40011499999999994 0.13686500000000004 0.081245000000000026 -0.014034999999999997 0.0041750000000000008 0.09334000000000002 0.088105000000000003 -0.41880499999999993 -0.0094449999999999968 1.0000000180025095e-35 0.11302500000000001 0.089950000000000016 -0.081774999999999973 -0.084524999999999975 0.0060650000000000009 0.11844 0.076010000000000008 0.21684500000000004 0.091475000000000015 0.099400000000000016
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 7 5 -5 6 10 9 -4 11 12 -3 13 -1 -6 -15 17 18 20 -19 -8
right_child=1 2 8 4 14 -7 16 -9 -10 -11 -12 -13 -14 15 -16 -17 -18 19 -20 -21 -22
leaf_value=0.00088045699847696067 0.001046297845053668 0.00073772302961243861 0.00037050038016938339 0.00064034588630426789 0.00087020604635790829 0.00077630710997036458 0.001007159259485482 0.00072414331419695167 7.1065940185252498e-05 0.00032132116742503278 0.0012558433441837717 0.00047660051514088713 0.0011848402881718286 0.0010534603205728515 0.0010459921021422054 0.00095946686180585202 0.00084081053983010086 0.001096191595915977 0.00081851388726461333 0.00094988398586690894 0.0009169547553530995
leaf_weight=94 55 59 60 78 60 69 121 100 58 55 59 96 74 789 67 95 60 53 61 60 102
leaf_count=94 55 59 60 78 60 69 121 100 58 55 59 96 74 789 67 95 60 53 61 60 102
internal_value=0 0.000545499 0.000481061 0.000990244 0.000840543 0.00100897 0.00101919 0.000578942 0.000223619 0.000509631 0.00105041 0.000576223 0.00103886 0.00102777 0.000963221 0.0010434 0.000943197 0.000958582 0.000934491 0.00101882 0.000966058
internal_weight=0 483 428 1842 205 1637 1568 310 118 210 1111 155 1052 978 127 884 457 397 284 113 223
internal_count=2325 483 428 1842 205 1637 1568 310 118 210 1111 155 1052 978 127 884 457 397 284 113 223
is_linear=0
shrinkage=0.0032998


Tree=9106
num_leaves=23
num_cat=0
split_feature=1 1 124 52 3 4 3 14 4 42 4 0 51 39 158 52 0 4 15 4 52 4
split_gain=12.3177 2.37107 1.3867 1.14185 0.68716 0.518862 0.461637 0.305533 0.282274 0.211908 0.237294 0.299335 0.182711 0.172776 0.168116 0.155126 0.129901 0.121325 0.0774383 0.047118 0.0292763 0.0209093
threshold=0.10574000000000001 0.13662500000000002 -0.080389999999999989 -0.24526499999999998 -0.049204999999999992 0.03851000000000001 0.25468500000000005 0.062655000000000016 0.25472500000000003 0.095565000000000011 -0.49013999999999996 -0.076209999999999986 0.0053700000000000006 0.087880000000000014 1.0000000180025095e-35 -0.071604999999999988 -0.066044999999999979 0.07252500000000002 0.089705000000000021 0.19411000000000003 0.10096500000000001 0.061375000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 8 7 -3 9 -5 10 -4 12 -12 17 19 -13 18 -6 -11 21 -20 -7
right_child=1 6 5 4 13 14 -8 -9 -10 16 11 15 -14 -15 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.00060599861426703845 0.00099964233102382231 0.00020722379785813492 0.0012403344395083074 0.00086280953537011789 0.00033440871574822969 0.00083051506695377118 -0.00019836366569556826 0.001310713155055135 0.0005300404242031294 0.00089640191984586561 0.0010993219595877193 0.00079885966690071029 0.00096864221516512218 0.00024324561381820539 0.0010393647888647982 0.0010107379036467233 0.00081198559826436696 0.00055622348250954296 0.0011200101190666824 0.00075780130664819057 0.0009981573896687974 0.00092597580140984842
leaf_weight=84 56 74 87 54 54 59 52 54 59 52 851 65 141 78 71 98 53 56 52 52 54 69
leaf_count=84 56 74 87 54 54 59 52 54 59 52 851 65 141 78 71 98 53 56 52 52 54 69
internal_value=0 0.000429026 0.0010212 0.000566386 0.000485664 0.00104102 3.95589e-05 0.00106428 0.000689375 0.0010551 0.00107176 0.00105904 0.00108078 0.000363033 0.000901191 0.000926463 0.000956848 0.000447653 0.00100522 0.000846494 0.00105827 0.00088225
internal_weight=0 483 1842 357 301 1758 126 1507 113 1453 1242 1155 992 188 251 163 211 110 158 180 106 128
internal_count=2325 483 1842 357 301 1758 126 1507 113 1453 1242 1155 992 188 251 163 211 110 158 180 106 128
is_linear=0
shrinkage=0.0032998


Tree=9107
num_leaves=15
num_cat=0
split_feature=15 3 124 48 14 15 16 3 483 13 13 42 42 16
split_gain=2.70437 1.34173 0.772782 0.511909 0.346739 0.250864 0.186431 0.147766 0.138024 0.0971624 0.0928051 0.0663178 0.0551202 0.0469035
threshold=-0.24269999999999997 0.25468500000000005 -0.043384999999999993 0.11951500000000001 0.076175000000000007 0.054100000000000002 -0.5103049999999999 0.094285000000000008 0.058525000000000008 -0.014114999999999997 -0.07692499999999998 0.087755000000000014 0.083385000000000015 -0.082354999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 4 5 6 -4 10 -8 -2 -1 12 -7 -13
right_child=1 -3 3 -5 -6 11 8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.00035531054565798891 0.00060101443987637358 0.00019819417520324835 0.00052806735743343659 0.0004310464396579506 0.0010037955943495947 0.00080518631706551658 0.00071185151281437755 0.00044002156671371341 0.0008178940889267311 0.00041645078586999659 0.00017184299302292356 0.00068513685742484383 0.00089970402662944743 0.00078366269594092183
leaf_weight=52 54 52 54 53 63 387 826 68 166 79 74 78 91 228
leaf_count=52 54 52 54 53 63 387 826 68 166 79 74 78 91 228
internal_value=0 0.000722667 0.000735768 0.000752435 0.000761414 0.000753051 0.00071926 0.000315384 0.000729632 0.000491651 0.000247839 0.000798089 0.000823254 0.000758663
internal_weight=0 2131 2079 1946 1893 1830 1046 194 992 133 126 784 478 306
internal_count=2325 2131 2079 1946 1893 1830 1046 194 992 133 126 784 478 306
is_linear=0
shrinkage=0.0032998


Tree=9108
num_leaves=18
num_cat=0
split_feature=1 52 124 48 4 39 158 148 4 1 12 52 12 48 158 4 1
split_gain=0.491679 0.156768 0.1135 0.10126 0.110398 0.123663 0.0692873 0.0620274 0.0939162 0.0679472 0.0641316 0.158719 0.0814917 0.0587123 0.053344 0.0762696 0.0277252
threshold=0.11230000000000001 -0.23125999999999997 -0.072314999999999977 0.095090000000000022 0.50373500000000015 0.085345000000000018 0.085900000000000018 -0.081784999999999983 0.27161500000000005 0.10538500000000002 0.081810000000000008 -0.021489999999999995 0.083785000000000012 0.081735000000000016 0.10777500000000001 -0.019569999999999997 0.12864500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 16 -6 7 -4 9 10 11 -9 -12 -1 -8 -16 -3
right_child=1 3 6 -5 5 -7 14 8 -10 -11 12 -13 -14 -15 15 -17 -18
leaf_value=0.00066052010588706317 0.011089046427751844 0.00412794564288023 0.015210380624164023 -0.0044979301045246882 -0.00671184747045482 0.0041807191291385716 0.016627522110381605 0.0078187109007887227 0.0021676589405433947 0.0040638297575137502 0.0030236626634906772 0.017702716710473687 0.0095761153073771702 0.0080805137273117725 0.015001158733468084 0.0058923306688261337 0.0094561403827493496
leaf_weight=60 53 63 52 69 54 65 70 95 52 64 57 91 1260 62 54 52 52
leaf_count=60 53 63 52 69 54 65 70 95 52 64 57 91 1260 62 54 52 52
internal_value=0 0.00264114 0.00944464 0.00115752 0.00283284 -0.000747029 0.00977384 0.00943537 0.00924877 0.00948261 0.00971215 0.0126641 0.00929389 0.00444606 0.0129772 0.0105496 0.00655284
internal_weight=0 356 1969 303 234 119 1847 1671 1619 1567 1503 186 1317 122 176 106 115
internal_count=2325 356 1969 303 234 119 1847 1671 1619 1567 1503 186 1317 122 176 106 115
is_linear=0
shrinkage=0.16829


Tree=9109
num_leaves=31
num_cat=0
split_feature=1 52 1 2 150 1 42 2 2 4 43 1 52 158 2 52 4 43 4 0 0 1 483 52 0 1 4 133 42 156
split_gain=5.23864 0.964726 0.672971 0.47629 0.418547 0.533848 0.315382 0.29091 0.26713 0.187244 0.104218 0.121895 0.0748218 0.0651902 0.082186 0.0888241 0.0818049 0.0622824 0.077421 0.0542759 0.0525872 0.0510238 0.0492005 0.0832989 0.0844961 0.0399027 0.0318102 0.0461052 0.0315104 0.0150652
threshold=0.10574000000000001 -0.40011499999999994 0.12450500000000002 0.10912000000000001 1.0000000180025095e-35 0.085425000000000015 0.077855000000000021 0.085730000000000015 0.093365000000000017 0.42098500000000005 -0.017259999999999998 0.091615000000000016 -0.12329499999999999 1.0000000180025095e-35 0.10672500000000001 0.10963000000000002 -0.07581499999999998 0.043850000000000007 -0.00059999999999999995 -0.085604999999999987 -0.075624999999999984 0.083250000000000005 -0.046924999999999988 -0.089014999999999983 -0.07854499999999999 0.11400500000000001 -0.078524999999999998 -0.00191 0.079170000000000004 0.0010500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 8 19 -3 -7 10 -4 11 22 29 14 16 -16 -14 18 26 -6 -11 -19 -1 -24 -25 -5 27 -12 -18 -10
right_child=1 2 9 25 5 7 -8 -9 12 20 17 -13 13 -15 15 -17 28 21 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00096894494720125212 0.00085811532361056196 0.00050552483786032011 0.00036912020454869641 0.00042227278742147146 0.00093930182808634702 0.0007040326451229151 0.00085767924647177731 0.0003562145550740072 0.00082303076232727041 0.00023805876232787276 0.00090945346512636381 0.0007305970307379012 0.00089337808256441723 0.00087366107194086426 0.00056789679117169166 0.00076088925122574089 0.00068740593199369238 0.00090347391035873698 0.001049201071091723 0.00078247121796286051 9.4126698992715542e-05 0.00076564687350669941 0.00076116253233732246 0.00085764264522560486 0.0010034274274850488 0.00029604525811908014 0.00085433079643806853 0.0010246994978173327 0.00079016088279720202 0.00090419018073108063
leaf_weight=53 55 61 85 65 52 52 52 54 95 54 181 85 56 52 53 56 72 86 61 54 59 52 86 320 54 52 81 56 78 53
leaf_count=53 55 61 85 65 52 52 52 54 95 54 181 85 56 52 53 56 72 86 61 54 59 52 86 320 54 52 81 56 78 53
internal_value=0 0.000446181 0.000393163 0.000514714 0.000832451 0.000693623 0.00066789 0.000527175 0.000850486 0.00025179 0.000879468 0.000848974 0.00078767 0.000761498 0.00074287 0.000667372 0.000782648 0.000914671 0.000937472 0.000859739 0.00016322 0.000851794 0.000868519 0.000856872 0.000878786 0.000366473 0.000915929 0.000936833 0.000741073 0.000852333
internal_weight=0 483 428 230 1842 212 113 106 1630 198 1115 598 515 367 315 109 206 517 379 106 113 138 513 460 374 117 318 237 150 148
internal_count=2325 483 428 230 1842 212 113 106 1630 198 1115 598 515 367 315 109 206 517 379 106 113 138 513 460 374 117 318 237 150 148
is_linear=0
shrinkage=0.0032998


Tree=9110
num_leaves=21
num_cat=0
split_feature=2 13 42 13 2 48 13 2 15 15 2 1446 481 42 3 13 160 2 15 15
split_gain=0.246117 0.126585 0.192418 0.0845809 0.0786648 0.0766958 0.137068 0.0667805 0.0665368 0.0768465 0.0615553 0.0440166 0.0894445 0.068738 0.0533625 0.109333 0.051482 0.0288434 0.0245579 0.00754116
threshold=0.10859000000000001 -0.091559999999999989 0.086555000000000007 0.24813000000000004 0.084675000000000014 0.085775000000000004 -1.0000000180025095e-35 0.14870000000000003 0.054100000000000002 -0.026169999999999995 -0.020134999999999997 0.08376500000000002 -0.0079799999999999992 0.088060000000000013 -0.09224499999999998 -0.0080999999999999978 0.055845000000000006 0.11585500000000001 -0.40312499999999996 -0.033689999999999991
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 2 4 10 -1 7 -7 8 9 17 -3 12 -12 -13 15 -14 -16 -2 -19 -4
right_child=5 3 19 -5 -6 6 -8 -9 -10 -11 11 13 14 -15 16 -17 -18 18 -20 -21
leaf_value=0.012196219086315834 0.0015570208632590594 0.0038878440679660422 0.005744076941092472 0.0017419766660808291 0.020872598638972003 0.003401907280846753 0.013971981570212628 -0.0019997237274896646 0.0096160081849802209 -0.0021720057270903982 0.015869395590137496 0.0089512443085736377 5.7783309584547179e-05 0.000925686954354032 0.0087114828023835793 0.0086009045571156205 0.012116981665189817 0.0037932898374362502 0.0088581342386641823 0.0087095835689472312
leaf_weight=55 54 81 54 56 68 86 59 60 52 61 52 74 59 52 900 155 150 56 56 55
leaf_count=55 54 81 54 56 68 86 59 60 52 61 52 74 59 52 900 155 150 56 56 55
internal_value=0 0.0087485 0.0124342 0.00820583 0.0170075 0.0044678 0.00771522 0.00307349 0.00417094 0.0029157 0.00844232 0.00869691 0.00898695 0.00565337 0.00870239 0.00625395 0.00919969 0.0047961 0.00634175 0.00725692
internal_weight=0 1811 232 1579 123 484 145 339 279 227 1523 1442 1316 126 1264 214 1050 166 112 109
internal_count=2295 1811 232 1579 123 484 145 339 279 227 1523 1442 1316 126 1264 214 1050 166 112 109
is_linear=0
shrinkage=0.16829


Tree=9111
num_leaves=15
num_cat=0
split_feature=2 484 1213 1427 11 42 15 15 30 4 51 16 16 43
split_gain=0.170122 0.12267 0.121402 0.0973895 0.0893571 0.0813814 0.089586 0.0845697 0.0657554 0.104573 0.0480913 0.045981 0.0365067 0.0284121
threshold=0.10859000000000001 0.052775000000000009 -0.12077499999999998 0.082260000000000014 0.086080000000000018 0.090295000000000014 -0.0087849999999999977 -0.076519999999999991 0.086065000000000016 -0.38908499999999996 0.10055500000000002 -0.083104999999999984 0.062910000000000008 -0.064074999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 8 6 7 11 9 -4 12 -2 -11 -7
right_child=1 -3 3 -5 -6 13 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.013059810824197961 -0.00031004155842418541 -0.0033201257582257536 0.012906013674104615 0.0141493686363732 0 0.010029005043928981 -0.0013667002951416095 0.01005128786052841 0.0010188663633291769 0.0074056196193156938 0.00323196343879548 0.0060746517682299548 0.004764680852509794 0.0051001899894105836
leaf_weight=98 70 61 85 52 54 84 88 65 52 1195 101 58 174 58
leaf_count=98 70 61 85 52 54 84 88 65 52 1195 101 58 174 58
internal_value=0 0.00371779 0.00727822 0.00694641 0.00671983 0.00473696 0.00306724 0.00509824 0.0069461 0.00714315 0.0068087 0.00256899 0.00707127 0.00802848
internal_weight=0 484 1811 1713 1661 423 281 193 1607 1555 1470 128 1369 142
internal_count=2295 484 1811 1713 1661 423 281 193 1607 1555 1470 128 1369 142
is_linear=0
shrinkage=0.16829


Tree=9112
num_leaves=17
num_cat=0
split_feature=2 14 0 484 0 1213 39 52 1212 1 0 402 402 160 48 52
split_gain=0.117639 0.115257 0.101388 0.106688 0.0962236 0.095651 0.0744633 0.0685025 0.0632665 0.0609084 0.0527716 0.0404117 0.0670868 0.0357521 0.0344638 0.0270245
threshold=0.10859000000000001 0.062655000000000016 0.036480000000000005 0.052775000000000009 -0.13972999999999997 -0.12077499999999998 0.081875000000000017 -0.067394999999999983 0.11387000000000001 0.11212500000000002 -0.069074999999999984 0.095250000000000015 0.086350000000000024 -0.081539999999999987 0.091690000000000008 -0.24526499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 14 -1 8 15 11 -8 -9 12 13 -7 -2 -6
right_child=2 -3 -4 -5 7 6 9 10 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.010959269075219755 -0.0023824145613022471 0.01262591615670264 -0.0036935955281935996 -0.0029337349593702268 0.0062032262334647615 0.0045297540695758464 -0.00061060147611912926 0.01274720428581308 0.0002515549760022704 0.0064272622885046564 0.0063987233232920141 0.0096202783852771308 -7.0834630829862e-05 0.0065801037666338722 0.0036526044231809537 0.0008555591529386151
leaf_weight=96 52 73 55 55 52 330 97 63 56 54 95 86 52 967 55 57
leaf_count=96 52 73 55 55 52 330 97 63 56 54 95 86 52 967 55 57
internal_value=0 0.0060543 0.00309212 0.00396628 0.00498579 0.00577724 0.00547318 0.00669542 0.00583442 0.00189435 0.00894145 0.00605104 0.00582216 0.00605981 0.000702908 0.00342322
internal_weight=0 1811 484 429 374 1738 1642 267 1491 151 158 1435 1349 1297 107 109
internal_count=2295 1811 484 429 374 1738 1642 267 1491 151 158 1435 1349 1297 107 109
is_linear=0
shrinkage=0.16829


Tree=9113
num_leaves=21
num_cat=0
split_feature=4 14 12 13 13 1212 48 2 12 0 13 0 1212 2 0 48 159 0 133 133
split_gain=0.0926175 0.0730749 0.0716997 0.106594 0.07103 0.190227 0.0853292 0.0725644 0.108669 0.0980742 0.063022 0.0963089 0.0626364 0.135168 0.0627249 0.0622187 0.0502559 0.0309562 0.0499234 0.0452086
threshold=0.30163500000000004 -0.42214499999999994 -0.013764999999999998 -0.009329999999999998 -0.085669999999999982 0.040035000000000008 0.10911000000000001 0.11366500000000002 0.10207000000000001 -0.14989499999999997 -0.11122999999999998 -0.07304999999999999 1.0000000180025095e-35 0.084245000000000014 -0.10075499999999998 0.087610000000000007 0.04105000000000001 -0.085764999999999994 0.085275000000000004 -0.013329999999999998
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 -2 3 15 5 16 7 9 -9 -6 -3 -12 14 -14 -11 -1 17 18 19 -4
right_child=1 10 4 -5 6 -7 -8 8 -10 12 11 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0086497561829484235 0.0068953112562514692 0.0046002376696112996 0.0042722842633553517 -0.0030586456513339126 0.010516142046316044 0.01512794493154869 0.010402261206105545 -0.0054168249450398994 0.0051342866973304833 -0.00081559348652806272 0.0015842690797835195 -0.0076479805114994083 -0.0037017518269592893 0.0054229948423996548 0.005163593444773522 0.00079635329539280383 0.001591637345979725 0.0092955885595605182 0.0020897376759152929 0.010340120572557213
leaf_weight=62 53 55 70 77 77 70 69 52 59 52 78 54 81 106 915 54 74 84 81 72
leaf_count=62 53 55 70 77 77 70 69 52 59 52 78 54 81 106 915 54 74 84 81 72
internal_value=0 0.00137851 0.00488299 0.0017812 0.00520353 0.00704959 0.0046122 0.00431316 0.000175238 0.00468482 -0.000175464 -0.00217895 0.00429417 0.00146096 0.00484021 0.00500935 0.00556067 0.00651152 0.00545476 0.00736159
internal_weight=0 240 2055 193 1862 451 1411 1342 111 1231 187 132 1154 187 967 116 381 307 223 142
internal_count=2295 240 2055 193 1862 451 1411 1342 111 1231 187 132 1154 187 967 116 381 307 223 142
is_linear=0
shrinkage=0.16829


Tree=9114
num_leaves=10
num_cat=0
split_feature=0 12 48 48 12 376 160 48 13
split_gain=0.0838837 0.213595 0.0761702 0.0756404 0.0596054 0.0560753 0.0568926 0.0611077 0.0548334
threshold=0.11535000000000002 0.092855000000000007 -0.087924999999999989 -0.015314999999999997 -0.11875499999999999 0.083960000000000021 0.11655500000000001 0.12474000000000002 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 8 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=0.01031413288949342 -0.0082474254581133867 0.006269000988572011 -0.0013268959434441757 0.0095163392889764647 0.0056666508362545999 -0.00049740061113296645 1.0963868149537329e-06 0.0096635382348960169 0.0035240347030314218
leaf_weight=53 55 60 77 55 463 79 94 58 1301
leaf_count=53 55 60 77 55 463 79 94 58 1301
internal_value=0 -0.000658015 0.0039922 0.00383382 0.00402854 0.00387635 0.00405762 0.00426592 0.00408743
internal_weight=0 115 2180 2127 2050 1995 1916 1822 1764
internal_count=2295 115 2180 2127 2050 1995 1916 1822 1764
is_linear=0
shrinkage=0.16829


Tree=9115
num_leaves=19
num_cat=0
split_feature=3 4 1 43 15 156 15 43 10 124 1 150 16 1 3 43 16 15
split_gain=0.141712 0.112309 0.106876 0.0929239 0.0913362 0.0880877 0.0838578 0.0707019 0.0529341 0.0613856 0.0798381 0.0522634 0.0486313 0.0444332 0.0858632 0.0471204 0.0394152 0.028125
threshold=0.25468500000000005 -0.082249999999999976 0.10587000000000001 -0.26568499999999995 0.03981500000000001 0.0010500000000000004 0.084050000000000014 -0.022549999999999997 -0.062879999999999978 -0.051674999999999992 0.10335000000000001 -0.088794999999999985 -0.077074999999999991 0.11604000000000002 0.092330000000000009 -0.033174999999999989 -0.10346499999999999 0.08765000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -6 17 -5 10 -10 -11 -9 14 -13 -15 -2 -8
right_child=16 3 -4 8 6 -7 7 12 9 11 -12 13 -14 15 -16 -17 -18 -19
leaf_value=-0.0024822164511649979 -0.0063898617994147481 0.0092754566595277307 0.012432310410579886 0.0075307752905982963 0.01145466108214181 0.005979244998580456 0.0045289741395170106 0.004658140731662876 0.0035850959061304571 0.0075397184078889413 -0.0044676630668875885 0.0022318540563203938 0.011210789918559557 0.0022354098073606166 -0.0037405112813781818 0.0089292849541112527 3.7647180314288464e-05 -1.2514351518699373e-05
leaf_weight=87 53 55 53 52 64 58 75 75 58 54 87 1219 58 67 72 55 54 78
leaf_count=87 53 55 53 52 64 58 75 75 58 54 87 1219 58 67 72 55 54 78
internal_value=0 0.00313006 0.00523089 0.00245929 0.0044562 0.000889978 0.0059285 0.00468559 0.00223292 0.00206091 -0.00123417 0.00238782 0.0075292 0.00218966 0.00189738 0.00526787 -0.00312928 0.00220196
internal_weight=0 2267 548 1719 495 145 350 286 1664 1612 145 1467 133 1413 1291 122 107 153
internal_count=2374 2267 548 1719 495 145 350 286 1664 1612 145 1467 133 1413 1291 122 107 153
is_linear=0
shrinkage=0.16829


Tree=9116
num_leaves=16
num_cat=0
split_feature=3 1375 3 4 2 9 4 123 3 42 51 457 159 3 42
split_gain=0.0980125 0.100473 0.13304 0.0887855 0.102904 0.08436 0.0709142 0.0889075 0.108753 0.0715578 0.0866018 0.0577191 0.0445448 0.0329235 0.0304766
threshold=0.25468500000000005 -0.13067499999999996 0.077930000000000013 0.25472500000000003 0.10083000000000002 1.0000000180025095e-35 0.03851000000000001 0.084880000000000025 -0.034684999999999994 0.093985000000000013 -0.069704999999999989 0.083190000000000014 0.08457000000000002 0.41303000000000006 0.10725000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 8 11 10 -8 -3 -12 -2 -11
right_child=13 2 3 -5 -6 -7 9 -9 -10 14 12 -13 -14 -15 -16
leaf_value=-0.004694879334299378 -0.0054725370094168262 0.0029669659327494855 0.005648209919822015 0.001249339137649719 0.015087838613654753 0.0082947545103081097 -0.0073338004939972412 0.0093528182240371419 -0.0045579474155775174 0.0054925442991266048 -0.0012287552729013625 -0.0024828333564605649 0.0043305357832346637 0.00040406053189425111 0.00053939365032413026
leaf_weight=52 55 1360 88 56 53 66 55 55 60 79 167 57 54 52 65
leaf_count=52 55 1360 88 56 53 66 55 55 60 79 167 57 54 52 65
internal_value=0 0.00260437 0.00277654 0.0069556 0.00920918 0.00236769 0.00216636 0.00269757 0.00244853 0.000224427 -0.00135765 0.00274648 0.000121494 -0.00259983 0.00326922
internal_weight=0 2267 2215 197 141 2018 1952 1532 1477 420 276 1417 221 107 144
internal_count=2374 2267 2215 197 141 2018 1952 1532 1477 420 276 1417 221 107 144
is_linear=0
shrinkage=0.16829


Tree=9117
num_leaves=21
num_cat=0
split_feature=15 2 52 12 2 12 2 147 2 2 43 12 157 457 402 133 15 12 47 15
split_gain=6.29243 3.02296 1.16134 1.12968 0.6858 0.716629 0.594167 0.527808 0.33579 0.21774 0.251856 0.205309 0.201295 0.20269 0.17857 0.0688839 0.0636005 0.0622415 0.0679845 0.0750079
threshold=-0.2987999999999999 0.11197500000000002 -0.41304999999999997 -0.011819999999999999 0.15630500000000003 0.093840000000000021 -0.0050599999999999994 0.088610000000000008 0.094955000000000025 0.13538500000000001 -0.069434999999999983 0.092495000000000008 -0.086844999999999992 0.083190000000000014 -0.088779999999999984 0.085075000000000026 -0.070929999999999979 0.093415000000000012 0.099745000000000014 0.101705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 6 5 16 -2 11 -8 10 -1 12 15 14 -14 -5 -4 -13 19 -19
right_child=1 2 4 7 -6 -7 8 -9 -10 -11 -12 17 13 -15 -16 -17 -18 18 -20 -21
leaf_value=0.00011798122968429508 0.00033621702474550608 0.00097424337445008765 0.00043347704270996782 0.0011788314885525526 0.00011771528711709209 0.00074232235550934669 0.00095969629395104689 0.00059045691650776297 0.0005947507058864179 5.0103306978135651e-05 0.00042455098195618579 0.00076975867423814551 0.00080170771452548037 0.00076058018054681346 0.0009635686504993067 0.0010013346575492008 0.00027516975515614868 0.00092445569238919429 0.00077738489887756483 0.00079797781728606181
leaf_weight=53 52 57 61 53 53 100 52 53 60 65 66 64 84 68 892 52 54 308 60 67
leaf_count=53 52 57 61 53 53 100 52 53 60 65 66 64 84 68 892 52 54 308 60 67
internal_value=0 0.000839949 0.000545985 0.000891157 0.000454769 0.000537693 0.000628921 0.000916419 0.000764504 0.000204351 0.000288308 0.000926881 0.000951483 0.000937391 0.000949674 0.00109126 0.000359448 0.000870161 0.000884852 0.000901952
internal_weight=0 2190 325 1865 268 215 164 1701 112 184 119 1648 1149 1044 976 105 115 499 435 375
internal_count=2374 2190 325 1865 268 215 164 1701 112 184 119 1648 1149 1044 976 105 115 499 435 375
is_linear=0
shrinkage=0.0032998


Tree=9118
num_leaves=26
num_cat=0
split_feature=2 159 13 133 13 1375 133 393 159 13 12 4 48 9 4 48 0 12 52 12 133 0 16 2 16
split_gain=0.0781215 0.10661 0.101041 0.143539 0.204716 0.135551 0.0832781 0.0637931 0.0656234 0.0662185 0.064332 0.11758 0.0576594 0.0564451 0.0994373 0.0500004 0.0481696 0.0466522 0.0436973 0.0962997 0.0617594 0.0386111 0.0351075 0.0307122 0.0161138
threshold=0.08647500000000001 0.107145 -0.088589999999999988 -0.0092499999999999978 -0.11122999999999998 -0.082349999999999993 0.26786500000000008 0.084845000000000018 0.037030000000000007 -1.0000000180025095e-35 0.084665000000000004 -0.0096349999999999977 0.093265000000000015 -1.0000000180025095e-35 -0.097514999999999977 0.082225000000000006 -0.083854999999999985 0.087495000000000003 -0.015069999999999998 0.084055000000000005 0.076280000000000014 -0.077914999999999984 -0.055679999999999993 0.113945 0.0060650000000000009
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=1 6 3 -2 15 -4 13 8 10 16 11 -7 17 -1 -15 -5 -10 -12 20 22 24 -21 -20 -13 -16
right_child=2 -3 5 4 -6 7 -8 -9 9 -11 12 23 -14 14 18 -17 -18 -19 19 21 -22 -23 -24 -25 -26
leaf_value=-1.5532784952094117e-05 0.0044106686816456362 -0.0034190490791758347 -0.005681526538874113 0.0028935144050306872 -0.012855493905865868 0.0092311110219071985 -0.0011202842583490449 -0.0026458963900626007 0.00014052280989274222 0.010406338823253111 -0.0013495538336598652 -0.00019406124303217943 -0.0030772344917610705 0.012212416595718987 0.0065334698174396872 -0.0040455951889792376 0.0070622305180074191 0.0028723526369335201 0.0067422669498379212 0.0034587499455911806 -0.0025800175603834306 0.0080228439551199848 0.012632237575144171 0.0046110433369501071 0.0023315884441375712
leaf_weight=66 85 55 55 66 52 102 76 56 57 65 88 88 66 52 53 53 58 453 63 375 53 62 56 65 54
leaf_count=66 85 55 55 66 52 102 76 56 57 65 88 88 66 52 53 53 58 453 63 375 53 62 56 65 54
internal_value=0 0.00375801 0.00178842 -0.00123136 -0.00404638 0.00246046 0.00419376 0.00286994 0.0031681 0.00609791 0.00255422 0.00480084 0.00160745 0.00468017 0.00508605 -0.000181916 0.00364709 0.00218229 0.00456598 0.00527339 0.00209649 0.0041104 0.00952912 0.00183558 0.00442968
internal_weight=0 965 1409 256 171 1153 910 1098 1042 180 862 255 607 834 768 119 115 541 716 556 160 437 119 153 107
internal_count=2374 965 1409 256 171 1153 910 1098 1042 180 862 255 607 834 768 119 115 541 716 556 160 437 119 153 107
is_linear=0
shrinkage=0.16829


Tree=9119
num_leaves=25
num_cat=0
split_feature=1 1 3 2 52 47 1 16 1447 1 3 3 2 14 1 2 3 0 1455 0 3 3 1 13
split_gain=6.3127 0.91248 0.516115 0.479271 0.479976 0.421982 0.401739 0.465921 0.394702 0.211436 0.212178 0.167842 0.166071 0.152487 0.130091 0.129293 0.126537 0.111028 0.0904051 0.0901882 0.084758 0.0600336 0.0354966 0.0252908
threshold=0.10892500000000001 0.12337000000000002 -0.036844999999999996 0.098365000000000022 -0.41304999999999997 0.085505000000000012 0.10141500000000002 -1.0000000180025095e-35 -0.083249999999999977 0.089790000000000023 -0.012374999999999999 -0.092904999999999988 0.14870000000000003 0.062655000000000016 0.097555000000000017 -0.00097499999999999985 0.045635000000000002 -0.053259999999999995 0.084305000000000005 -0.076539999999999983 -0.097829999999999986 -0.067094999999999988 0.092485000000000026 -0.085764999999999994
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 11 8 14 12 7 21 23 13 19 -2 15 17 -5 -3 -4 18 20 22 -10 -6 -11 -1
right_child=1 5 16 4 6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0010574245514779026 0.00065764632596705533 0.00021182932324131489 0.00035360022730073713 0.00090254833029570667 0.00098190392310756013 0.00058051809497121245 0.0005238003557675408 0.00061618454072156072 0.00083631061759959077 0.00088478278406634958 0.00066619045630069622 0.0009184393985499674 0.00010563248743719408 0.0011272411749111181 0.0011185066651030588 0.00043592546199158928 0.00058236858681186558 0.0010959382260149083 0.00079688204399981871 0.00081068432676087193 0.00095359463444551565 0.00085406335152971133 0.00099689254888870454 0.0011616796066429022
leaf_weight=55 53 56 52 74 81 58 65 87 79 65 56 58 56 54 56 58 56 52 52 91 803 96 81 80
leaf_count=55 53 56 52 74 81 58 65 87 79 65 56 58 56 54 56 58 56 52 52 91 803 96 81 80
internal_value=0 0.000483451 0.000635755 0.00091889 0.00082523 0.000337006 0.000757705 0.000815162 0.000948151 0.000930775 0.000851344 0.000794234 0.000253718 0.000953119 0.000995848 0.000326152 0.000472547 0.000943547 0.000935025 0.000894945 0.00094313 0.000912766 0.000947222 0.00111947
internal_weight=0 447 219 1927 459 228 329 264 1468 1333 293 111 170 1040 130 114 108 986 934 237 882 177 146 135
internal_count=2374 447 219 1927 459 228 329 264 1468 1333 293 111 170 1040 130 114 108 986 934 237 882 177 146 135
is_linear=0
shrinkage=0.0032998


Tree=9120
num_leaves=22
num_cat=0
split_feature=1 12 16 1 47 12 10 15 12 16 11 12 43 133 1 16 1212 15 43 52 133
split_gain=5.2432 1.28087 0.953935 0.640616 0.63406 0.259137 0.250914 0.207738 0.122132 0.120531 0.106505 0.146773 0.12367 0.154519 0.107148 0.0884188 0.077329 0.0946018 0.0731888 0.0586276 0.0400682
threshold=0.11695500000000002 0.054520000000000006 0.15454000000000004 0.094435000000000005 0.085505000000000012 0.11589000000000001 -1.0000000180025095e-35 -0.0085199999999999981 -1.0000000180025095e-35 -0.38959499999999997 0.079915000000000014 0.092495000000000008 0.0035900000000000007 -0.091869999999999993 0.099325000000000011 0.21684500000000004 0.092360000000000012 0.090310000000000015 -0.042209999999999991 0.063595000000000013 0.047025000000000004
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 2 3 7 6 10 -2 -1 -5 -8 11 12 16 -14 -12 18 17 -3 20 -20 -13
right_child=4 5 -4 8 -6 -7 9 -9 -10 -11 14 15 13 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00078663830315740129 -1.4076854671586863e-06 0.00086820223274932783 0.0009407336866636255 0.0003171986764385782 0.00053363554630852378 0.00061982483745239708 0.00017581396895771564 0.00053633817586034259 0.00048751624112431036 0.00035974031151499831 0.001028154037765162 0.0007729627605754933 0.00082045396925268447 0.00059283307732866948 0.00081872590393300957 0.00066476561516688954 0.00071813657755105936 0.00075845138162655657 0.00067982387133084707 0.00079962617656996536 0.0008835177448201577
leaf_weight=91 52 698 74 100 86 79 84 62 88 74 52 73 94 52 61 94 52 104 102 91 91
leaf_count=91 52 698 74 100 86 79 84 62 88 74 52 73 94 52 61 94 52 104 102 91 91
internal_value=0 0.000764647 0.000600515 0.000526581 0.000294743 0.000806083 0.000196743 0.00068544 0.000397109 0.00026218 0.000815469 0.000807661 0.000830318 0.000739625 0.000915412 0.000757347 0.000845782 0.000854014 0.000781625 0.000736494 0.000834522
internal_weight=0 2058 415 341 296 1643 210 153 188 158 1564 1451 1000 146 113 451 854 802 357 193 164
internal_count=2354 2058 415 341 296 1643 210 153 188 158 1564 1451 1000 146 113 451 854 802 357 193 164
is_linear=0
shrinkage=0.0032998


Tree=9121
num_leaves=14
num_cat=0
split_feature=2 15 3 39 13 42 13 456 15 15 2 130 52
split_gain=2.34845 1.16265 0.669181 0.340033 0.250153 0.194951 0.145056 0.1538 0.144843 0.12979 0.129022 0.111507 0.087454
threshold=0.12399000000000002 -0.37478999999999996 0.10323000000000002 0.0095750000000000019 -0.15078499999999997 0.10691000000000002 -0.14179999999999995 0.087225000000000011 -0.10312999999999999 -0.12640499999999996 0.094955000000000025 -0.081769999999999995 -0.067394999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -2 8 -3 9 -6 -8 -5 -11 -4
right_child=4 2 12 10 5 -7 7 -9 -10 11 -12 -13 -14
leaf_value=0.00026191731456017301 8.9852012582350004e-05 0.00085594735826470232 0.00051837106408282455 0.00059399678895170763 0.00030157098772190354 0.00019341384815681987 0.00080029983245270017 0.00081950901490988762 0.00054056136695321212 0.00053198443803631164 0.00038087696991030636 0.00067023278405103958 0.00033527209343504547
leaf_weight=85 54 53 52 79 53 59 83 82 60 69 53 1505 67
leaf_count=85 54 53 52 79 53 59 83 82 60 69 53 1505 67
internal_value=0 0.000640746 0.00065649 0.000671373 0.000286664 0.000348249 0.000683336 0.000678055 0.00042878 0.000671034 0.000508693 0.000664195 0.000415578
internal_weight=0 2128 2043 1924 226 172 1792 1739 113 1657 132 1574 119
internal_count=2354 2128 2043 1924 226 172 1792 1739 113 1657 132 1574 119
is_linear=0
shrinkage=0.0032998


Tree=9122
num_leaves=15
num_cat=0
split_feature=39 41 1429 157 48 4 51 3 2 151 2 13 43 48
split_gain=0.115733 0.0850376 0.0724491 0.178717 0.064671 0.171059 0.109341 0.0973447 0.085385 0.0878773 0.0845378 0.0734575 0.0491528 0.0378763
threshold=0.10076500000000001 0.086565000000000017 0.084690000000000015 -0.077609999999999985 0.093265000000000015 -0.44205499999999992 0.099555000000000018 0.091170000000000015 0.097070000000000004 -0.064119999999999996 0.10981000000000002 0.055020000000000006 -0.055679999999999993 0.10697000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 13 8 9 -7 -9 -10 -2 -6
right_child=12 -3 3 -5 6 7 -8 10 11 -11 -12 -13 -14 -15
leaf_value=0.011279113170178108 -0.0048797163341390542 0.010447601953434874 -0.0066151782113545643 0.0053514600395899213 0.0013104408925782701 0.0087159996005795447 -0.0043132618637260348 -0.0052277823426937443 0.0033482521612868644 0.0045698310435193156 0.0034883579335372502 -0.0029076256900028925 0.0021595504214574814 0.0066959362319974468
leaf_weight=101 57 59 61 84 77 168 65 56 253 1106 72 67 55 73
leaf_count=101 57 59 61 84 77 168 65 56 253 1106 72 67 55 73
internal_value=0 0.0041246 0.00395288 0.000304829 0.00421156 0.00453758 0.00143882 0.00414113 0.00449976 0.00511799 -0.000310918 0.00203281 -0.00140689 0.00394336
internal_weight=0 2242 2183 145 2038 1823 215 1722 1594 1274 128 320 112 150
internal_count=2354 2242 2183 145 2038 1823 215 1722 1594 1274 128 320 112 150
is_linear=0
shrinkage=0.16829


Tree=9123
num_leaves=24
num_cat=0
split_feature=1 3 1 42 4 1 52 3 3 3 4 1 4 16 150 12 1210 4 16 3 131 42 16
split_gain=4.81067 0.875268 0.738064 0.383278 0.374793 0.433302 0.344031 0.241127 0.173439 0.159746 0.156948 0.192176 0.413554 0.144159 0.119643 0.104583 0.116696 0.09588 0.0834799 0.0549843 0.0944976 0.0482807 0.0593604
threshold=0.11726500000000001 -0.067429999999999976 0.094435000000000005 0.10273000000000002 0.42953500000000006 0.13662500000000002 -0.088584999999999983 0.091170000000000015 -0.029309999999999996 -0.038414999999999998 0.26665000000000005 0.092485000000000026 -0.15618499999999999 -0.012564999999999998 1.0000000180025095e-35 0.090465000000000004 -0.053799999999999994 0.5137400000000002 -0.020464999999999997 -0.12077499999999998 0.085815000000000016 -0.091729999999999992 -0.074474999999999986
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=1 10 3 7 5 9 -4 8 -3 -2 11 12 -1 -10 -8 16 -14 -6 -18 -13 -21 -17 -23
right_child=4 2 6 -5 17 -7 14 -9 13 -11 -12 19 15 -15 -16 21 18 -19 -20 20 -22 22 -24
leaf_value=0.00051306993811264996 0.00066523143077562563 0.00071189509388870122 0.00072427691430257261 0.00048799566522389606 6.4875387330946726e-05 0.00017780353918254405 0.00049170808617098733 0.0006324635767812316 0.00083401928967895712 0.0004037933752439731 0.00061347946671470041 0.0009831474084336623 0.00070316086803292883 0.0010745518575663027 0.00031107196853273861 0.00083835644023676594 0.00086312072082537822 0.00024687489981431508 0.00078986330663181165 0.00076327192093569255 0.00094779938811349017 0.0007859891850481584 0.00069658261760357425
leaf_weight=59 52 53 53 52 56 58 100 66 62 52 53 62 88 52 69 68 439 74 306 63 65 161 191
leaf_count=59 52 53 53 52 56 58 100 66 62 52 53 62 88 52 69 68 439 74 306 63 65 161 191
internal_value=0 0.000753933 0.000634522 0.000745879 0.00030118 0.000407237 0.000491405 0.000803282 0.00087058 0.000534851 0.000792844 0.000799149 0.000784732 0.000944045 0.000418166 0.000797496 0.000819396 0.000168746 0.000833078 0.000898519 0.000857253 0.000753977 0.000737576
internal_weight=0 2062 507 285 292 162 222 233 167 104 1555 1502 1312 114 169 1253 833 130 745 190 128 420 352
internal_count=2354 2062 507 285 292 162 222 233 167 104 1555 1502 1312 114 169 1253 833 130 745 190 128 420 352
is_linear=0
shrinkage=0.0032998


Tree=9124
num_leaves=11
num_cat=0
split_feature=39 12 41 159 1429 157 0 48 128 43
split_gain=0.0893275 0.0731815 0.0925076 0.0528579 0.0676456 0.141799 0.0701399 0.0442852 0.0475975 0.0358594
threshold=0.10076500000000001 0.12701500000000002 0.086565000000000017 -0.46721499999999999 0.084770000000000012 -0.077609999999999985 0.12445000000000002 -0.082959999999999992 0.085955000000000018 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -9 -2
right_child=9 -3 -4 4 5 -7 -8 8 -10 -11
leaf_value=0.0089216285863765281 -0.0038655773049880012 -0.0021962879902264515 0.010880723229876032 0.0086875248049359827 -0.0066185425173670813 0.0047849704992679763 0.010153638579719784 0.0034834268283850858 0.0067822329220526851 0.0021482866968393407
leaf_weight=59 57 53 56 53 53 74 52 1707 135 55
leaf_count=59 57 53 56 53 53 74 52 1707 135 55
internal_value=0 0.00396076 0.00411066 0.00393207 0.00378926 1.18777e-05 0.00403473 0.00386588 0.00372617 -0.0008963
internal_weight=0 2242 2189 2133 2074 127 1947 1895 1842 112
internal_count=2354 2242 2189 2133 2074 127 1947 1895 1842 112
is_linear=0
shrinkage=0.16829


Tree=9125
num_leaves=16
num_cat=0
split_feature=3 12 2 13 13 1 43 16 2 1 11 43 43 16 3
split_gain=0.222007 0.121659 0.0970224 0.164765 0.109242 0.103167 0.0726587 0.065344 0.0627664 0.0435824 0.0552172 0.0452297 0.0456373 0.0401014 0.0379727
threshold=0.31299000000000005 0.081095000000000014 0.064660000000000009 -0.011834999999999998 0.059130000000000009 0.082265000000000019 -0.024279999999999996 -0.42618999999999996 0.096425000000000025 0.111945 0.087925000000000017 -0.34140499999999996 0.2529050000000001 -0.123625 0.11745500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 -3 -8 10 11 -9 13 -13 -10
right_child=-2 7 4 -5 -6 6 8 9 14 -11 -12 12 -14 -15 -16
leaf_value=0.0037376405781171661 -0.0055266925411854972 0.0083885777755875017 0.0081835073371935053 -0.0085562293206619486 -0.0049899593212334344 -0.0023757387037031492 -0.00087136902971733654 -0.0011266652725021472 0.0078805123122537742 0 0.0091812664809445988 0.0076762999233661398 0.00027150128943448392 0.0038279408712928462 0.0024171630712194682
leaf_weight=55 87 86 89 70 53 89 68 54 77 90 53 83 97 1211 70
leaf_count=55 87 86 89 70 53 89 68 54 77 90 53 83 97 1211 70
internal_value=0 0.00313073 0.00100527 -0.00313255 0.002169 0.00313903 0.00165628 0.00385465 0.00333371 0.00360798 0.00382408 0.00362634 0.00381215 0.00407617 0.00529114
internal_weight=0 2245 571 125 446 393 304 1674 215 1588 1498 1445 1391 1294 147
internal_count=2332 2245 571 125 446 393 304 1674 215 1588 1498 1445 1391 1294 147
is_linear=0
shrinkage=0.16829


Tree=9126
num_leaves=14
num_cat=0
split_feature=1 13 4 2 11 48 2 1 157 0 0 13 13
split_gain=0.16982 0.098055 0.0721468 0.147579 0.0961017 0.0812714 0.0568421 0.0932103 0.0464037 0.0476408 0.0979001 0.064123 0.0469957
threshold=0.13130500000000003 -0.052454999999999995 -0.13833499999999996 0.08673500000000002 0.081005000000000008 -0.074214999999999989 0.10060500000000001 0.10098000000000001 -0.10151999999999999 -0.23029499999999997 -0.13314999999999996 -0.09113499999999998 -0.091769999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 -5 -8 -7 -10 11 -11 -12
right_child=1 -3 4 6 -6 8 7 -9 9 10 12 -13 -14
leaf_value=-0.0072246583844638064 -0.0064354532957109217 0.0014586512203457588 -0.0020547524123045182 0.0062503254771609298 0.010245466699861844 -0.0016446098778559691 -0.0051703935964979731 0.0044212603340796977 0.0082877009223746873 0.0034768977824261487 0.00065247063847702748 -0.0040170782145826991 0.0038330883271809842
leaf_weight=60 93 85 89 68 52 55 52 64 53 52 147 85 1377
leaf_count=60 93 85 89 68 52 55 52 64 53 52 147 85 1377
internal_value=0 -0.0026557 0.00274817 1.57632e-05 0.00309629 0.00289523 0.00238653 0.000106066 0.00314529 0.00330004 0.00313981 -0.00115954 0.00352748
internal_weight=0 178 2154 244 1910 1858 184 116 1769 1714 1661 137 1524
internal_count=2332 178 2154 244 1910 1858 184 116 1769 1714 1661 137 1524
is_linear=0
shrinkage=0.16829


Tree=9127
num_leaves=17
num_cat=0
split_feature=10 2 2 15 1456 3 0 0 49 52 48 13 15 15 2 15
split_gain=0.153174 0.119728 0.0746723 0.0509831 0.0616318 0.0728998 0.042711 0.0359739 0.072559 0.096669 0.107618 0.105121 0.0665363 0.0394052 0.027993 0.0353583
threshold=-1.0000000180025095e-35 -0.011974999999999998 -0.0091949999999999983 0.117775 -0.081149999999999986 -0.083654999999999993 -0.068669999999999995 -0.11912999999999999 -0.014099999999999998 0.10744000000000002 0.10493500000000001 -0.012549999999999997 -0.013084999999999998 -0.18708499999999997 0.096120000000000025 -0.084629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -5 13 12 10 -10 -11 -9 -6 -15 -16
right_child=2 -3 3 6 7 -7 -8 8 9 11 -12 -13 -14 14 15 -17
leaf_value=0.0010226721851872849 -0.00295110379698713 -0.0097006666029807957 0.00073713816425619982 0.0094422420617987207 0.0041469787725057095 0.0086302103277505551 0.0025927902559818136 0.0029929065262864541 0.0022094868178872233 0.00099669369646855459 0.009974778123348774 -0.0070715100405055646 0.01039844301323067 0.0014511737831648715 -0.0046014237296461138 0.00083643697457711256
leaf_weight=63 75 55 54 53 60 88 52 89 1167 166 53 63 57 100 78 59
leaf_count=63 75 55 54 53 60 88 52 89 1167 166 53 63 57 100 78 59
internal_value=0 -0.00396027 0.0022575 0.00244097 0.00225289 0.00564127 0.00606724 0.00199763 0.00231445 0.0019523 0.0025483 -0.0012151 0.00589641 0.000290139 -0.000678695 -0.00224646
internal_weight=0 118 2214 2139 2034 142 105 1892 1595 1449 1220 229 146 297 237 137
internal_count=2332 118 2214 2139 2034 142 105 1892 1595 1449 1220 229 146 297 237 137
is_linear=0
shrinkage=0.16829


Tree=9128
num_leaves=22
num_cat=0
split_feature=1 1 4 3 3 15 49 1 3 4 1419 0 1 4 0 49 0 43 4 15 3
split_gain=4.9722 0.825816 0.498334 0.424708 0.332228 0.213096 0.203733 0.247603 0.188329 0.213781 0.145142 0.161116 0.169727 0.143484 0.108423 0.057229 0.105681 0.0993638 0.059593 0.0453131 0.0334169
threshold=0.10915500000000002 0.13130500000000003 0.27161500000000005 -0.031844999999999991 -0.065974999999999992 -0.097499999999999989 -0.072214999999999988 0.093575000000000019 0.31400500000000003 0.42405000000000009 1.0000000180025095e-35 -0.064539999999999986 0.081540000000000015 0.058330000000000007 -0.13892999999999997 -0.0063599999999999985 -0.11796999999999999 -0.085224999999999981 0.032965000000000001 -0.036064999999999993 -0.08632999999999999
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=2 3 4 13 10 -5 -6 14 9 -3 11 15 -13 -2 -8 17 -17 20 -18 -16 -1
right_child=1 8 -4 5 6 -7 7 -9 -10 -11 -12 12 -14 -15 19 16 18 -19 -20 -21 -22
leaf_value=0.00077855610423771331 0.00079303776305394416 0.00043390702754490541 0.00049730476905263251 0.00052472155238944963 0.00087037956766097726 0.00025279035529318785 0.00086592757081168845 0.00051339826141052081 6.3944647824758989e-05 0.00015752678842142996 0.00097156966874932039 0.00061333337519348628 0.00084621336425505164 0.00055826807808340281 0.0007567544836311746 0.00098603144432409104 0.00083924699415799473 0.00068196785423431361 0.00074637898771699501 0.00064249925694476575 0.00090319506070747071
leaf_weight=56 53 62 61 63 74 64 52 78 55 61 72 84 60 65 71 53 926 79 90 100 53
leaf_count=56 53 62 61 63 74 64 52 78 55 61 72 84 60 65 71 53 926 79 90 100 53
internal_value=0 0.000396677 0.000792277 0.000521062 0.000801994 0.000387963 0.000713605 0.000674945 0.000225274 0.000297127 0.000824473 0.000816888 0.000710611 0.000664014 0.000731292 0.000829035 0.000838772 0.000773481 0.000831055 0.000690145 0.000839484
internal_weight=0 423 1909 245 1848 127 375 301 178 123 1473 1401 144 118 223 1257 1069 188 1016 171 109
internal_count=2332 423 1909 245 1848 127 375 301 178 123 1473 1401 144 118 223 1257 1069 188 1016 171 109
is_linear=0
shrinkage=0.0032998


Tree=9129
num_leaves=26
num_cat=0
split_feature=1 12 3 1 4 3 48 12 1 3 3 160 3 1446 12 483 1 3 4 52 1 52 12 2 12
split_gain=4.82047 1.11722 0.666758 0.557649 0.528068 0.312068 0.219744 0.199351 0.187138 0.159825 0.151099 0.143299 0.185818 0.0804239 0.0829722 0.0792992 0.0732034 0.0663384 0.0609111 0.0696447 0.0579532 0.0536059 0.0459332 0.03819 0.028675
threshold=0.11695500000000002 0.054520000000000006 0.31400500000000003 0.088415000000000007 0.27044500000000005 -1.0000000180025095e-35 0.083180000000000018 0.092495000000000008 0.079415000000000013 -0.036004999999999988 0.11745500000000002 -0.012955 -0.107915 0.083715000000000026 0.083325000000000024 -1.0000000180025095e-35 0.13210500000000003 -0.085754999999999984 0.029980000000000003 0.099400000000000016 0.08956500000000002 0.41037000000000007 0.084055000000000005 0.093595000000000025 0.090045000000000014
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=1 3 4 8 9 6 -5 13 -1 -2 -7 21 -13 14 -3 -16 -6 -15 19 23 22 -9 -17 -14 -22
right_child=2 7 -4 5 16 10 -8 11 -10 -11 -12 12 18 17 15 20 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.00073356995391006563 0.00074759099011656135 0.0009966169412573213 6.243814582164526e-05 0.00030830145569788993 0.00039552950753960267 0.00077075960612743371 0.00059088550775000467 0.00065648036554074446 0.00097490113351257038 0.00049054881046852762 0.00055541809406674302 0.00097744828318983281 0.00082689405189349135 0.0010661605464463994 0.00099062380399695706 0.00077770314354334966 0.00022941003674073709 0.00090776333202206578 0.00072230737050351756 0.00074973850580838477 0.0007276844385983146 0.00079978588487072022 0.00088229471861289461 0.00092716838811563427 0.00084440353689890996
leaf_weight=84 54 66 61 57 52 91 65 76 63 54 61 91 121 52 60 56 69 80 77 86 53 52 618 78 55
leaf_count=84 54 66 61 57 52 91 65 76 63 54 61 91 121 52 60 56 69 80 77 86 53 52 618 78 55
internal_value=0 0.000824552 0.000369676 0.00067272 0.000451363 0.000584329 0.000459147 0.000863964 0.000837237 0.000619396 0.000684571 0.000814301 0.00084229 0.000891674 0.000880186 0.000871018 0.000301091 0.000970429 0.000808216 0.000831303 0.000861796 0.000714973 0.000873657 0.000866375 0.000787451
internal_weight=0 2042 290 421 229 274 122 1621 147 108 152 581 453 1040 908 842 121 132 362 285 782 128 674 199 108
internal_count=2332 2042 290 421 229 274 122 1621 147 108 152 581 453 1040 908 842 121 132 362 285 782 128 674 199 108
is_linear=0
shrinkage=0.0032998


Tree=9130
num_leaves=12
num_cat=0
split_feature=11 1 12 4 2 40 4 11 12 4 1
split_gain=0.130061 0.12048 0.166148 0.0874963 0.0697928 0.0591838 0.0635699 0.0580707 0.0491133 0.0462571 0.023706
threshold=0.096215000000000009 0.14787500000000001 -0.10236499999999998 -0.37983499999999992 0.12708000000000003 -0.081029999999999977 0.30163500000000004 1.0000000180025095e-35 0.090345000000000023 0.076415000000000025 0.11203500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 7 -7 -4 -6 -8
right_child=-2 -3 3 4 9 6 10 -9 -10 -11 -12
leaf_value=0.012756241666730015 -0.0050113161490233657 -0.0044356794815381068 0.010038570784256311 0.0076337102572763688 -0.0038138908544254869 0.0031379694312518424 -0.0033984544089637231 0.0084444146687495565 0.003545914267588191 0.0023667519027326016 0.0015144427389806381
leaf_weight=54 54 55 82 85 67 1655 53 61 57 70 58
leaf_count=54 54 55 82 85 67 1655 53 61 57 70 58
internal_value=0 0.00333153 0.00352287 0.00329417 0.0030155 0.00327857 0.00307497 0.00332765 0.00738904 -0.000642784 -0.00081517
internal_weight=0 2297 2242 2188 2049 1912 1827 1716 139 137 111
internal_count=2351 2297 2242 2188 2049 1912 1827 1716 139 137 111
is_linear=0
shrinkage=0.16829


Tree=9131
num_leaves=15
num_cat=0
split_feature=4 2 12 4 0 4 0 2 15 0 2 12 52 52
split_gain=2.64952 0.99451 0.567657 0.210617 0.455437 0.180339 0.145335 0.136561 0.135216 0.131846 0.116117 0.19474 0.167094 0.0484356
threshold=0.30163500000000004 0.11891500000000001 -0.083114999999999981 -0.21586499999999997 -0.049464999999999988 -0.0047649999999999993 -0.10075499999999998 0.14271500000000001 -0.42759999999999992 -0.22607999999999998 0.10272000000000002 0.083425000000000013 0.0029250000000000005 -0.12005499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 9 -1 -2 -3 -8 -5 11 -11 -12 -4
right_child=6 7 3 4 -6 -7 8 -9 -10 10 12 -13 -14 -15
leaf_value=0.00035553931599974177 0.00041686228869821978 0.00052823864162956891 0.00078364794143723053 0.00056348911081629649 0.0004097987341949234 0.0006233159255312449 0.00033503172965831457 0.00033127705895877389 0.00012161928446686725 0.00086580444040721934 0.000552993976783594 0.00072569174025831297 0.00076851645785963661 0.00090817564672938554
leaf_weight=60 102 83 81 57 53 52 83 74 54 121 96 1295 69 71
leaf_count=60 102 83 81 57 53 52 83 74 54 121 96 1295 69 71
internal_value=0 0.000688889 0.000709209 0.000723109 0.000712397 0.000480179 0.000322031 0.000435628 0.00025117 0.000722166 0.000727865 0.00073769 0.000643335 0.000842047
internal_weight=0 2112 1955 1843 1691 112 239 157 137 1638 1581 1416 165 152
internal_count=2351 2112 1955 1843 1691 112 239 157 137 1638 1581 1416 165 152
is_linear=0
shrinkage=0.0032998


Tree=9132
num_leaves=25
num_cat=0
split_feature=1 1 1 16 151 10 12 0 12 0 52 16 1429 0 1 0 1 13 160 50 12 16 16 16
split_gain=5.78691 0.816971 0.768809 0.705608 0.544947 0.335764 0.280001 0.231843 0.193715 0.168978 0.163875 0.132766 0.1116 0.110349 0.169305 0.0777762 0.0996725 0.113083 0.0454533 0.0695936 0.0408922 0.0385962 0.0431472 0.0322836
threshold=0.10684 0.13075500000000004 0.088340000000000016 0.12292000000000002 -0.080889999999999976 -0.005834999999999999 0.092495000000000008 -0.095419999999999991 -0.042789999999999988 -0.049024999999999992 -0.086814999999999989 0.25155500000000003 0.084105000000000027 -0.14582499999999995 0.11453000000000001 0.040035000000000008 0.083835000000000007 0.034905000000000012 -0.077319999999999986 0.09227500000000001 0.083425000000000013 -0.098324999999999982 -0.073494999999999991 -0.0083249999999999973
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 6 13 -4 -3 12 -6 -7 11 -9 21 15 -2 -15 16 17 20 -12 -20 -1 -8 -23 -24
right_child=1 5 4 -5 7 8 9 10 -10 -11 18 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 -25
leaf_value=0.0010526029496957317 0.00041682534333119752 0.00010826650108201412 0.00056539963108620788 0.00094152131132573663 0.00070847441140402267 0.00029291174354150276 0.00086432350909393081 0.0010351873478962363 0.00055995480826298745 0.00071281736701102685 0.00077159751474210273 0.00077558115768959176 0.0011079225072274587 0.00070090129119904641 0.00048161571833609814 0.00085314052151490424 0.00088675074331357698 0.001155276477440869 0.0009442048706773601 0.00080028236769590251 0.00097996029796681918 0.0010244390808792985 0.00088311740556979508 0.00099677870353819344
leaf_weight=116 64 52 83 59 86 60 58 80 60 53 56 63 89 72 86 52 97 52 99 66 616 95 85 52
leaf_count=116 64 52 83 59 86 60 58 80 60 53 56 63 89 72 86 52 97 52 99 66 616 95 85 52
internal_value=0 0.000510207 0.000925491 0.000619986 0.000809261 0.000330653 0.000963721 0.000861471 0.000426727 0.000889574 0.000905067 0.000916013 0.000993142 0.000534374 0.000581766 0.000982155 0.00098973 0.00100243 0.000857805 0.000886849 0.00099152 0.000946399 0.000966766 0.000926516
internal_weight=0 453 1898 281 470 172 1428 387 120 406 301 353 1022 222 158 933 881 784 221 165 732 290 232 137
internal_count=2351 453 1898 281 470 172 1428 387 120 406 301 353 1022 222 158 933 881 784 221 165 732 290 232 137
is_linear=0
shrinkage=0.0032998


Tree=9133
num_leaves=22
num_cat=0
split_feature=1 52 52 1 1 150 3 16 13 1 16 151 15 52 50 15 133 15 52 4 4
split_gain=2.83118 0.599102 0.436149 0.387534 0.31026 0.233315 0.162708 0.132637 0.117844 0.115004 0.1093 0.0935444 0.069846 0.0686616 0.0674106 0.0694095 0.0673107 0.0657806 0.0650474 0.0592639 0.046752
threshold=0.10141500000000002 -0.41304999999999997 0.12371000000000001 0.13075500000000004 0.088860000000000008 0.084335000000000007 -0.015069999999999998 -0.15796999999999997 -0.14819499999999997 0.11481500000000001 0.41134500000000007 -0.039414999999999999 0.11822000000000001 0.047850000000000011 0.092410000000000006 0.046165000000000005 -0.0061299999999999992 -0.091149999999999995 -0.089014999999999983 -0.082869999999999985 1.0000000180025095e-35
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=4 -2 3 6 8 14 9 -5 -1 -3 12 -8 13 16 15 -6 20 -15 -18 -19 -10
right_child=1 2 -4 7 5 -7 11 -9 10 -11 -12 -13 -14 17 -16 -17 18 19 -20 -21 -22
leaf_value=0.00079994793440348988 0.00064365658818945346 0.00051349818975371679 0.00051977106129063818 0.00021859170488921378 0.00054363694696791403 0.00035294784958980611 0.00017034518960137781 1.1366103638367158e-05 0.0006073774785398695 0.00031082100999533466 0.00051432761063317084 0.0003441873719995518 0.00053572763679483448 0.00076947085769818273 0.00049258517692914823 0.00067407353094028715 0.00070259007455487649 0.00070916857296125324 0.00061957490658682884 0.0006352850536109813 0.00048507099269982668
leaf_weight=54 70 74 94 76 91 64 64 61 125 54 74 74 62 80 78 97 170 210 307 320 52
leaf_count=54 70 74 94 76 91 64 64 61 125 54 74 74 62 80 78 97 170 210 307 320 52
internal_value=0 0.000357359 0.000316964 0.000269572 0.000625206 0.000533249 0.000343086 0.000126581 0.000646052 0.000428269 0.000640091 0.00026382 0.000647083 0.000652517 0.000576497 0.000611124 0.00062829 0.000678434 0.000649235 0.000664626 0.000571645
internal_weight=0 567 497 403 1784 330 266 137 1454 128 1400 138 1326 1264 266 188 654 610 477 530 177
internal_count=2351 567 497 403 1784 330 266 137 1454 128 1400 138 1326 1264 266 188 654 610 477 530 177
is_linear=0
shrinkage=0.0032998


Tree=9134
num_leaves=14
num_cat=0
split_feature=41 2 0 48 1 12 12 52 12 12 1 3 16
split_gain=0.132554 0.13691 0.116428 0.0671263 0.0569327 0.093147 0.107815 0.0641743 0.0635445 0.0571478 0.0488533 0.0357172 0.0231764
threshold=0.083525000000000016 0.17576500000000003 -0.22607999999999998 -0.08341999999999998 0.12007000000000002 0.083425000000000013 -0.088294999999999985 -0.046924999999999988 0.084345000000000017 -0.081314999999999985 0.088340000000000016 -0.086234999999999992 -0.067534999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 11 -6 -10 -7 -11
right_child=-2 -3 3 4 9 8 7 -9 10 12 -12 -13 -14
leaf_value=-0.0012020687240997677 -0.0024958770346537209 -0.0041397022194011686 0.010718618419780735 0.0023759610580817111 0.0058735157887040076 0.0035595063183488443 0.0062971259102844682 0.011669661073940183 0.0052659321559998433 -0.0030289023248116736 0.0030053662962904416 -0.0026155045426709891 0.0017169240673236344
leaf_weight=94 82 52 54 89 64 52 119 139 1065 52 369 54 66
leaf_count=94 82 52 54 89 64 52 119 139 1065 52 369 54 66
internal_value=0 0.00437788 0.00457847 0.00483526 0.00468084 0.00495556 0.00745388 0.0091986 0.00439146 0.00182263 0.00468549 0.000396797 -0.000359232
internal_weight=0 2269 2217 2123 2069 1887 347 258 1540 182 1434 106 118
internal_count=2351 2269 2217 2123 2069 1887 347 258 1540 182 1434 106 118
is_linear=0
shrinkage=0.16829


Tree=9135
num_leaves=16
num_cat=0
split_feature=30 147 51 15 15 3 1 15 15 1373 13 3 15 13 1
split_gain=0.0935417 0.0810916 0.083976 0.076043 0.136288 0.0726039 0.0653068 0.0645591 0.060871 0.0626028 0.0574124 0.111984 0.048305 0.0389369 0.0218476
threshold=0.086065000000000016 0.094705000000000011 0.07955000000000001 -0.070929999999999979 0.03981500000000001 -0.15500999999999998 0.11400500000000001 -0.094924999999999995 -0.19301999999999997 0.078175000000000008 -0.15714499999999998 -0.0068249999999999986 -0.06784999999999998 -0.079464999999999994 0.10234000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 14 8 -4 -7 12 -8 -12 -10 -9 -1
right_child=-2 -3 3 4 -6 6 10 13 9 -11 11 -13 -14 -15 -16
leaf_value=0.0062732342372284842 -0.0026057328821231839 0.010753036334928807 -0.00051352924001858995 -0.0073710616508524647 0.0028380131047582207 0.0098889747699372893 0.0059992618031109854 0.0026676752448839837 0.0024540892970672042 0.0099504007441335168 0.003169610554705363 -0.0065019579536499481 0.0047012117947072916 0.0086123611294112029 0.011274433971528438
leaf_weight=52 59 52 64 61 94 59 54 57 365 55 91 54 1097 72 52
leaf_count=52 59 52 64 61 94 59 54 57 365 55 91 54 1097 72 52
internal_value=0 0.00416297 0.00400829 0.00159891 -0.00116816 0.00445356 0.00419841 0.00383047 0.0045616 0.00435322 0.00131301 -0.000419825 0.00414143 0.00599957 0.00879111
internal_weight=0 2279 2227 348 155 1879 1775 193 1576 1517 199 145 1462 129 104
internal_count=2338 2279 2227 348 155 1879 1775 193 1576 1517 199 145 1462 129 104
is_linear=0
shrinkage=0.16829


Tree=9136
num_leaves=23
num_cat=0
split_feature=4 40 13 14 1 1 3 0 160 4 12 12 484 4 3 13 4 160 3 12 133 1213
split_gain=5.4412 1.60457 0.97406 0.76734 0.699995 0.335124 0.286191 0.374306 0.277896 0.214582 0.194403 0.15399 0.129996 0.126849 0.203043 0.118636 0.0922788 0.0602999 0.0634494 0.0602174 0.0570011 0.0532257
threshold=0.30163500000000004 -0.026419999999999996 -0.16392499999999996 -0.42214499999999994 0.093595000000000025 0.11400500000000001 -0.081224999999999978 -0.080514999999999989 -0.077799999999999994 -0.039459999999999995 0.084055000000000005 0.11844 0.087735000000000021 -0.076184999999999989 0.09037000000000002 -0.087444999999999981 0.51224500000000017 0.083670000000000008 -0.10919499999999999 0.092395000000000019 0.084675000000000014 -0.017214999999999998
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 4 -3 -2 -1 -5 7 10 -9 19 15 12 13 21 -15 -4 -7 18 -12 -10 -6 -8
right_child=3 2 6 5 20 16 11 8 9 -11 17 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00095224447366838412 0.00076169462211815293 0.00057306891945119436 0.0010478309634462091 0.00053509506383714789 0.00057043692329465515 0.00014950687881208901 0.00093033179981540364 0.0007046127576464552 0.00096374674097048009 0.00080120636494491527 0.001162677178661782 0.00076163970521752841 0.0011104643752781976 0.00093161033837902199 0.00071149551931778781 0.0012537940119658267 0.00032280152415553262 0.00093038809748987271 0.0010344574239008948 0.0010773249497392882 0.00042259065458304367 0.0010634352771278217
leaf_weight=53 60 66 52 63 59 63 56 52 118 66 52 54 52 484 52 86 74 59 441 108 61 107
leaf_count=53 60 66 52 63 59 63 56 52 118 66 52 54 52 484 52 86 74 59 441 108 61 107
internal_value=0 0.000940553 0.000968221 0.000433941 0.000635683 0.000335438 0.000982384 0.00101909 0.000929356 0.000969258 0.00106377 0.000935195 0.000947628 0.000935464 0.000910322 0.00117644 0.000243368 0.00103554 0.00104805 0.00101818 0.000495575 0.00101792
internal_weight=0 2078 1905 260 173 200 1839 1034 344 292 690 805 751 699 536 138 137 552 493 226 120 163
internal_count=2338 2078 1905 260 173 200 1839 1034 344 292 690 805 751 699 536 138 137 552 493 226 120 163
is_linear=0
shrinkage=0.0032998


Tree=9137
num_leaves=13
num_cat=0
split_feature=1375 4 15 0 11 0 403 132 2 39 13 4
split_gain=0.107032 0.0911626 0.15718 0.115627 0.0894688 0.113992 0.0782245 0.055752 0.0596964 0.050064 0.03605 0.0191029
threshold=-0.088929999999999981 0.41181500000000004 -0.40992999999999996 -0.18901999999999997 0.08976000000000002 -0.13740499999999997 -0.5335399999999999 0.087955000000000019 -0.043079999999999993 0.089650000000000021 -0.0068799999999999998 0.036620000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 5 11 -7 8 -8 -3 -9 -5
right_child=1 2 -4 4 -6 6 7 10 -10 -11 -12 -13
leaf_value=0.010393153184343338 0.011025679195011157 0.005818894301491663 -0.006494363100724319 -0.002580071268853389 0.010807643498326292 0.0096052396683849201 0.0097634482173003818 0.0031016472650855606 0.0039398571735635504 -0.00039546118009423439 -0.0023134131562972354 0.0014395289077153534
leaf_weight=72 67 95 64 82 52 70 52 76 1529 59 64 56
leaf_count=72 67 95 64 82 52 70 52 76 1529 59 64 56
internal_value=0 0.00378674 0.000505644 0.00413512 0.00390117 0.00371406 0.00407335 0.0038473 0.00413253 0.0034264 0.000613358 -0.00093591
internal_weight=0 2266 218 2048 1981 1929 1791 1721 1581 154 140 138
internal_count=2338 2266 218 2048 1981 1929 1791 1721 1581 154 140 138
is_linear=0
shrinkage=0.16829


Tree=9138
num_leaves=25
num_cat=0
split_feature=0 43 2 0 51 0 2 43 49 2 12 43 12 483 160 160 49 51 42 2 43 1 1 403
split_gain=0.0959631 0.081131 0.0682739 0.0769734 0.067752 0.054883 0.0864032 0.0609437 0.0494891 0.0538783 0.0649456 0.0598902 0.0586891 0.0476119 0.0499602 0.0560369 0.0580221 0.0494188 0.0428598 0.0397597 0.037482 0.0341248 0.0313532 0.0227229
threshold=0.040035000000000008 -0.0045949999999999993 0.090225000000000014 -0.037224999999999994 -0.05912499999999999 -0.079854999999999995 0.088665000000000008 -0.041094999999999993 -0.069799999999999987 0.078405000000000016 0.083785000000000012 -0.083329999999999987 0.088105000000000003 0.099040000000000003 -0.42430999999999991 -0.10712499999999998 -0.020999999999999994 1.0000000180025095e-35 0.087075000000000014 0.106035 -0.074719999999999995 0.10254500000000001 0.089075000000000015 -0.065029999999999991
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 -2 5 13 -3 6 8 18 -1 12 -11 -12 22 14 -4 -16 19 -18 -7 -17 -14 -20 -10 -9
right_child=1 4 3 -5 -6 7 -8 23 9 10 11 -13 20 -15 15 16 17 -19 21 -21 -22 -23 -24 -25
leaf_value=0.0078904237229859321 -0.0047705098392994928 0.0068639306970536352 0.0063852271881170829 0.0081145751057078528 -0.00091546331955562668 0.0019858470719007612 0.0088802347736444166 0.0071107657244502964 -0.0042810311974817352 0.0077649003786418522 0.006195923833220672 0.0017638710902985139 0.0067809463030678438 0.0064720057094410375 -0.0035496851524740576 -0.0046909871814738028 0.0032665301519341707 -0.0018281048230215566 0.010087460899960808 0.0010097088554751384 0.00093287944795289056 0.003996951567370695 0.0011070695581898416 0.012171276557270214
leaf_weight=62 71 54 60 65 76 92 87 52 65 100 120 315 54 65 61 56 439 61 52 90 75 55 57 54
leaf_count=62 71 54 60 65 76 92 87 52 65 100 120 315 54 65 61 56 439 61 52 90 75 55 57 54
internal_value=0 -0.00018721 0.00365054 0.00252751 0.00230216 0.00446148 0.00381728 0.0064304 0.00329573 0.00293102 0.00388638 0.00299064 0.000887528 0.00208886 0.00171507 0.00131619 0.00177844 0.00264139 0.00467674 -0.00116455 0.00339483 0.00697362 -0.00174891 0.00970571
internal_weight=0 201 2137 897 130 1240 935 305 848 786 535 435 251 832 767 707 646 500 199 146 129 107 122 106
internal_count=2338 201 2137 897 130 1240 935 305 848 786 535 435 251 832 767 707 646 500 199 146 129 107 122 106
is_linear=0
shrinkage=0.16829


Tree=9139
num_leaves=22
num_cat=0
split_feature=1 124 2 150 2 2 2 2 11 11 2 52 52 52 129 15 13 52 1 13 15
split_gain=3.93042 0.797094 0.568279 0.682235 0.54536 0.334543 0.321577 0.322494 0.275852 0.252689 0.0761517 0.10579 0.0895672 0.114351 0.0779015 0.0753515 0.0721445 0.0516071 0.0456756 0.0379888 0.0251615
threshold=0.11695500000000002 -0.076779999999999987 0.097220000000000015 0.081245000000000026 0.16002500000000003 0.12399000000000002 -1.0000000180025095e-35 0.11891500000000001 0.074925000000000005 1.0000000180025095e-35 0.090225000000000014 0.31838000000000005 0.088555000000000009 -0.013014999999999999 0.048480000000000009 0.098605000000000012 -0.0058249999999999994 -0.081594999999999987 0.08845500000000002 -0.07150999999999999 0.090455000000000021
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 17 8 5 6 9 -2 -8 10 15 11 14 13 -12 16 18 -3 -1 -4 -9 -14
right_child=4 2 3 -5 -6 -7 7 19 -10 -11 12 -13 20 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0006416533782804552 0.00029099352294169691 0.00087840543563012471 0.00078354644985760048 0.00043144277791072209 0.00012453196860460873 0.00055989943188813744 0.00075575769278305024 0.00039838361818474372 0.0010761933891323611 0.0010082816223460926 0.00084096629880843596 0.00076256664210374539 0.00094050157895835278 0.00065201439611718758 0.00077878544615058831 0.00088457538020291783 0.00094968239368163469 0.0005038367838106992 0.00066685441946247976 0.00052314609670306065 0.00083428303272228843
leaf_weight=61 67 694 182 66 56 59 61 61 72 71 81 85 53 66 72 71 220 66 52 54 68
leaf_count=61 67 694 182 66 56 59 61 61 72 71 81 85 53 66 72 71 220 66 52 54 68
internal_value=0 0.000824321 0.000841175 0.00074523 0.000418942 0.000792758 0.000486645 0.000560926 0.000875217 0.000829203 0.000864384 0.000877255 0.000812816 0.00075637 0.000887106 0.000787401 0.0008956 0.00057031 0.000757765 0.000457274 0.0008811
internal_weight=0 2039 1912 501 299 435 243 176 1411 376 1339 1071 268 147 986 305 914 127 234 115 121
internal_count=2338 2039 1912 501 299 435 243 176 1411 376 1339 1071 268 147 986 305 914 127 234 115 121
is_linear=0
shrinkage=0.0032998


Tree=9140
num_leaves=17
num_cat=0
split_feature=148 15 4 160 16 402 1186 43 16 16 43 133 4 0 2 2
split_gain=0.154712 0.18103 0.109034 0.123211 0.128416 0.0861164 0.0614011 0.0565606 0.0539453 0.0814411 0.0592583 0.107157 0.0588622 0.0544013 0.0490356 0.0370446
threshold=-1.0000000180025095e-35 -0.012074999999999997 0.27161500000000005 -1.0000000180025095e-35 -0.50393499999999991 0.13174500000000003 0.083980000000000013 -0.23919999999999997 -0.072534999999999988 0.081265000000000018 -0.0094899999999999984 -1.0000000180025095e-35 -0.011514999999999999 -0.081614999999999979 0.088625000000000023 0.088210000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 15 10 12 13 -12 -10 -9 -11 -2
right_child=2 -3 3 4 -6 -7 -8 8 9 14 11 -13 -14 -15 -16 -17
leaf_value=0.0032416914648187335 0.0043957037505921023 -0.0099828876288949563 0.0049638035419423037 0.0021681382779641122 -0.0076939063514890414 -0.0030564373875722646 -0.0020629593467010698 0.007496050887213843 0.00022557317307506059 0.0079940833182300924 0.0052215975922778489 -0.00043245872875268888 0.0035203413541387849 0.0031361819704055932 0.0034971717295722233 0.01074063802553598
leaf_weight=59 55 58 77 67 84 57 53 252 387 96 256 150 256 122 252 52
leaf_count=59 55 58 77 67 84 57 53 252 387 96 256 150 256 122 252 52
internal_value=0 -0.00329873 0.00297355 -0.000505337 -0.00330613 0.00337345 0.00356418 0.00372394 0.00349502 0.00266661 0.00454523 0.00312824 0.00154013 0.00607865 0.00474286 0.00749601
internal_weight=0 117 2216 228 151 1988 1931 1878 1771 991 780 406 643 374 348 107
internal_count=2333 117 2216 228 151 1988 1931 1878 1771 991 780 406 643 374 348 107
is_linear=0
shrinkage=0.16829


Tree=9141
num_leaves=15
num_cat=0
split_feature=4 3 2 2 41 2 0 4 15 51 4 16 42 1455
split_gain=3.88832 1.65874 0.933007 0.68563 0.394448 0.284884 0.272578 0.23687 0.372004 0.160402 0.151935 0.150846 0.122789 0.101966
threshold=0.30163500000000004 0.30112000000000005 0.13388500000000003 -0.0091949999999999983 0.078065000000000009 0.091205000000000008 -0.11471499999999998 0.59999500000000017 -0.45726999999999995 -0.10250499999999999 0.020345000000000005 -0.51433499999999988 -1.0000000180025095e-35 0.018650000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 10 8 -2 -5 -7 -10 -11 -8
right_child=7 -3 -4 4 -6 6 13 -9 11 12 -12 -13 -14 -15
leaf_value=0.00050967102851845925 0.00063988586896593803 0.00021808977573867529 0.00044316378219030954 0.0010094654762634167 0.0010878210689292496 0.00050423185000868643 0.00079151563043806624 0.00017104960669247734 0.00041652881167197388 0.00090154006420158962 0.00074840509635634451 0.00018864214556149302 0.00082620577845407962 0.00093921690091580798
leaf_weight=71 57 52 71 79 69 56 494 56 75 380 58 56 699 60
leaf_count=71 57 52 71 79 69 56 494 56 75 380 58 56 699 60
internal_value=0 0.000800987 0.000815849 0.000829291 0.000841247 0.00083191 0.000777114 0.000360498 0.000416742 0.00086349 0.000628769 0.000319381 0.00085277 0.000807576
internal_weight=0 2089 2037 1966 1895 1826 668 244 188 1158 114 131 1079 554
internal_count=2333 2089 2037 1966 1895 1826 668 244 188 1158 114 131 1079 554
is_linear=0
shrinkage=0.0032998


Tree=9142
num_leaves=18
num_cat=0
split_feature=148 3 4 123 160 16 457 16 16 484 3 50 1429 40 42 12 2
split_gain=0.11238 0.104839 0.0902905 0.116241 0.125977 0.117251 0.0606541 0.055331 0.0750626 0.119938 0.0584374 0.051138 0.053749 0.0566381 0.0492289 0.0305069 0.0141969
threshold=-1.0000000180025095e-35 -0.06340999999999998 0.27161500000000005 0.08592000000000001 -1.0000000180025095e-35 -0.48186499999999993 0.087495000000000017 0.41484500000000007 -0.072534999999999988 -0.053834999999999994 -0.092904999999999988 0.12236500000000002 0.086825000000000013 -0.079954999999999984 0.11159000000000001 0.09525500000000002 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 7 8 9 -2 16 12 13 -10 -12 -9 -11
right_child=2 -3 3 -5 5 -7 -8 15 11 10 14 -13 -14 -15 -16 -17 -18
leaf_value=0.0022844263191704292 0.011198113350795432 -0.0078216650114814358 0.0043155351177289808 0.0068830746324783001 -0.00036938699809405421 -0.010995091389039799 0.0083476165358446503 0.0095690000706802683 0.0063746310435445234 0.0048204591717011837 0.003376970891292679 0.0064018589113047702 0.0061764054066367107 0.00076468105359013365 -0.0016179123996121639 0.0044822592843746269 0.0084763086213268096
leaf_weight=64 63 53 57 52 64 55 69 55 55 58 611 67 66 721 61 91 71
leaf_count=64 63 53 57 52 64 55 69 55 55 58 611 67 66 721 61 91 71
internal_value=0 -0.00227819 0.00306494 -9.94247e-05 -0.00217264 -0.00529552 0.00342876 0.00325096 0.00298974 0.00411472 0.00355535 0.00191848 0.00155959 0.00116461 0.00292089 0.0064108 0.00684652
internal_weight=0 117 2216 228 176 119 1988 1919 1773 864 801 909 842 776 672 146 129
internal_count=2333 117 2216 228 176 119 1988 1919 1773 864 801 909 842 776 672 146 129
is_linear=0
shrinkage=0.16829


Tree=9143
num_leaves=11
num_cat=0
split_feature=1427 11 11 48 51 402 481 402 457 50
split_gain=0.0650396 0.056726 0.065635 0.0736819 0.0624014 0.052636 0.0565492 0.0515897 0.032698 0.0297621
threshold=0.086130000000000012 0.093970000000000012 0.080455000000000013 -0.064549999999999982 0.12016500000000001 0.11844500000000001 -0.087424999999999989 0.097825000000000009 0.079590000000000008 0.12213000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -5 -8 -1 -6
right_child=-2 -3 -4 4 9 -7 7 -9 -10 -11
leaf_value=0.001074832849396591 0.0075455007732073811 -0.0028752588178428402 0.0073223743897599669 -0.0020268306094964211 -0.0041024303485025513 -0.001684354175260536 0.0027680330883992016 0.0070333877736553016 -0.0046250600824567943 0.0012726381555590814
leaf_weight=52 66 61 72 66 58 77 1676 85 62 58
leaf_count=52 66 61 72 66 58 77 1676 85 62 58
internal_value=0 0.00217408 0.00231451 0.00214471 0.00238004 0.00261124 0.00279326 0.00297493 -0.00200935 -0.00139941
internal_weight=0 2267 2206 2134 2020 1904 1827 1761 114 116
internal_count=2333 2267 2206 2134 2020 1904 1827 1761 114 116
is_linear=0
shrinkage=0.16829


Tree=9144
num_leaves=11
num_cat=0
split_feature=4 4 4 150 147 1210 1453 1455 51 13
split_gain=0.0761078 0.079486 0.111468 0.0716062 0.0476394 0.0426188 0.0382686 0.0571428 0.0420559 0.0383631
threshold=0.59999500000000017 0.50934500000000005 0.30163500000000004 0.081245000000000026 1.0000000180025095e-35 -0.087109999999999979 -0.07303999999999998 0.018650000000000003 -0.17169499999999996 -0.083244999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 8 -8 -9
right_child=-2 -3 3 -5 -6 6 7 9 -10 -11
leaf_value=-0.0015510652733241922 -0.0041832917638320371 0.0083012919414207215 -0.0060277100658663796 0.0019938578446702811 -0.0015284707909095007 -0.0011860233255017994 0.0055213396586686336 0.0096865752227005709 0.0022310750926080617 0.0034559411120314936
leaf_weight=74 56 57 79 52 91 74 119 53 1616 62
leaf_count=74 56 57 79 52 91 74 119 53 1616 62
internal_value=0 0.00208649 0.00192611 -0.00282986 0.00222522 0.00239708 0.00254987 0.00270027 0.00245778 0.00634307
internal_weight=0 2277 2220 131 2089 1998 1924 1850 1735 115
internal_count=2333 2277 2220 131 2089 1998 1924 1850 1735 115
is_linear=0
shrinkage=0.16829


Tree=9145
num_leaves=24
num_cat=0
split_feature=4 52 51 1 474 124 2 2 2 4 12 4 4 159 51 15 43 132 1213 1213 12 1 52
split_gain=0.0956908 0.167009 0.228666 0.0791717 0.11395 0.0692663 0.11038 0.0670166 0.0893634 0.113365 0.100997 0.0557874 0.090014 0.070764 0.0528926 0.0465156 0.0785922 0.0418668 0.0398342 0.0603289 0.0333554 0.0209821 0.0191214
threshold=0.029980000000000003 -0.053514999999999993 -0.41109999999999997 0.090670000000000014 0.032465000000000008 -0.062639999999999987 0.14530500000000005 0.10746500000000002 0.093680000000000013 -0.050564999999999992 0.094600000000000004 -0.13833499999999996 -0.47860499999999995 0.040035000000000008 -1.0000000180025095e-35 -0.069929999999999978 -0.049914999999999994 0.0038750000000000004 -0.112105 -0.084774999999999989 0.083725000000000008 0.096630000000000008 0.022635000000000006
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 11 7 -3 15 8 9 10 -5 12 -1 17 -15 16 -7 18 -13 -20 -21 -18 -17
right_child=1 5 -4 4 -6 6 -8 -9 -10 -11 -12 13 -14 14 -16 22 21 -19 19 20 -22 -23 -24
leaf_value=0.0040476337348926469 0.0032799834794224854 0.0057345296065770962 -0.01074493153869697 -0.0068531481983414447 -0.0064528438801365875 -0.0047940741175424928 -0.0070685258446322174 0.0048690024719681936 -0.0049029817510436637 0.005718907966881388 0.0029409350434574165 -0.0016018213703345838 -0.0047248177275090366 0.010933527376350805 0.0037898905747720014 0.0054646944674100395 0.0046151644996764085 0.0059189134417553489 0.0072783165730276496 -0.00086906799621084229 0.0025026417518102285 0.00035050068516866015 0.0012358110236894877
leaf_weight=62 52 75 89 59 65 72 52 102 81 103 60 71 71 52 70 77 55 96 70 93 725 83 52
leaf_count=62 52 75 89 59 65 72 52 102 81 103 60 71 71 52 70 77 55 96 70 93 725 83 52
internal_value=0 -0.000483083 -0.00555988 0.00196164 8.39003e-05 0.00104917 0.000145855 0.00113744 -0.000112796 0.00162688 -0.00189986 0.00263395 -0.000621896 0.00300339 0.00684945 0.00125779 -0.000279307 0.00255693 0.00221851 0.00252598 0.00211711 0.0020632 0.00377396
internal_weight=0 607 141 1780 470 466 391 405 303 222 119 1310 133 1177 122 339 210 1055 959 888 818 138 129
internal_count=2387 607 141 1780 470 466 391 405 303 222 119 1310 133 1177 122 339 210 1055 959 888 818 138 129
is_linear=0
shrinkage=0.16829


Tree=9146
num_leaves=16
num_cat=0
split_feature=160 1210 3 1455 12 3 157 160 1 52 160 12 13 1213 160
split_gain=0.164935 0.124032 0.102683 0.0814533 0.0812216 0.0600129 0.0592885 0.0663608 0.0504414 0.091633 0.0713719 0.0709538 0.0763069 0.041278 0.0194714
threshold=-0.54856499999999986 -0.079504999999999978 -0.083249999999999977 0.083760000000000015 -0.096234999999999987 -0.080604999999999996 -0.082819999999999991 -0.088099999999999984 0.083835000000000007 0.28251000000000009 0.096695000000000017 0.083325000000000024 -0.016999999999999998 -0.112105 -0.020454999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 7 -6 11 10 -10 12 -8 -13 -9
right_child=1 3 -4 5 6 -7 8 14 9 -11 -12 13 -14 -15 -16
leaf_value=0.010226603722200254 -0.0098479555725799178 -0.0035063640963706949 0.000363732725153647 -0.0066265710093297934 -0.00017319897516072569 0.00048753834203262166 0.0011606401678868172 0.0045338643650881761 0.00041196270143545257 -0.0063488470872226236 0.0063608209166001375 -0.0027091637104318198 0.0096938116646853312 0.0019692222356221568 0.0088813252202792972
leaf_weight=55 54 90 57 63 56 71 53 59 740 53 62 57 69 785 63
leaf_count=55 54 90 57 63 56 71 53 59 740 53 62 57 69 785 63
internal_value=0 0.000898785 -0.00458793 0.00117381 0.00143262 -0.00284375 0.00165611 0.0045917 0.00136786 0.000424251 0.00087409 0.00220291 0.0060015 0.00165038 0.00679359
internal_weight=0 2332 111 2221 2087 134 1997 178 1819 855 802 964 122 842 122
internal_count=2387 2332 111 2221 2087 134 1997 178 1819 855 802 964 122 842 122
is_linear=0
shrinkage=0.16829


Tree=9147
num_leaves=13
num_cat=0
split_feature=39 13 14 150 14 49 16 159 13 10 123 16
split_gain=1.43564 1.15464 0.617384 0.595602 0.321463 0.290848 0.275637 0.203644 0.198164 0.149723 0.24601 0.02195
threshold=0.087735000000000021 -0.16392499999999996 -0.24402999999999997 0.11235000000000002 0.078400000000000011 0.14774000000000004 -0.28430999999999995 0.079755000000000006 -0.020084999999999995 -1.0000000180025095e-35 0.089155000000000012 -0.10346499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 5 6 8 -8 -4 -2 -11 -1
right_child=9 2 3 -5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=0.00038512255232240342 0.00032601685595853359 0.00042546951332142957 0.00076621119812261883 0.00050903944400507454 0.0010382282876687378 0.00056673621924043091 0.00082654932498030177 0.00071300176508664877 0.00049275973411884574 0.00063445389074655528 0.00035722869990699886 0.00048342544294728671
leaf_weight=53 55 52 68 79 62 60 1497 200 52 93 57 59
leaf_count=53 55 52 68 79 62 60 1497 200 52 93 57 59
internal_value=0 0.000764269 0.000781947 0.000791115 0.00080259 0.000794787 0.000802298 0.000813188 0.000648009 0.000474964 0.000529343 0.000437222
internal_weight=0 2182 2070 2018 1939 1877 1817 1697 120 205 150 112
internal_count=2387 2182 2070 2018 1939 1877 1817 1697 120 205 150 112
is_linear=0
shrinkage=0.0032998


Tree=9148
num_leaves=14
num_cat=0
split_feature=1447 1210 1210 10 2 157 0 1455 151 16 13 42 0
split_gain=0.119663 0.0818598 0.0981438 0.0781759 0.125451 0.0833133 0.089385 0.0968667 0.0816247 0.070692 0.0448345 0.055345 0.0395483
threshold=-0.0077349999999999988 -0.079504999999999978 -0.094799999999999982 0.058500000000000003 -0.045829999999999989 -0.22439999999999996 0.0037850000000000002 0.083760000000000015 0.084990000000000024 0.03851000000000001 -0.085764999999999994 0.087970000000000007 0.12381500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 -3 -6 7 8 -7 -8 -1 -12 -11
right_child=1 3 -4 -5 5 6 9 -9 -10 12 11 -13 -14
leaf_value=0.0017682897137490437 0.0013619903851513709 0.0095580826731805381 -0.0086446806385224988 -0.0048725613421493619 0.0076156872613044194 0.0020526337204433529 -0.0074163453118377487 -0.0039586683227000891 -0.0038546386529409666 -0.0030561435697628761 0.0099611603300859899 0.0035061898482576081 0.0030888511401524089
leaf_weight=74 59 54 52 55 58 1551 56 87 69 63 79 74 56
leaf_count=74 59 54 52 55 58 1551 56 87 69 63 79 74 56
internal_value=0 0.0011368 -0.00330963 0.00137855 0.00155187 0.00132809 0.00113337 0.00150537 0.00179992 -0.00248501 0.00520192 0.00685089 -0.000149284
internal_weight=0 2160 111 2049 1994 1940 1882 1707 1620 175 227 153 119
internal_count=2387 2160 111 2049 1994 1940 1882 1707 1620 175 227 153 119
is_linear=0
shrinkage=0.16829


Tree=9149
num_leaves=24
num_cat=0
split_feature=1447 4 4 0 131 0 4 0 3 131 43 3 159 4 159 4 15 42 42 4 15 4 131
split_gain=0.082893 0.0769982 0.126943 0.16798 0.0821482 0.0837811 0.0952952 0.0799622 0.125407 0.0702084 0.0698044 0.0669047 0.0544839 0.0535039 0.0462668 0.0401539 0.0392595 0.0351174 0.0339784 0.0518113 0.0787788 0.0425039 0.0334702
threshold=-0.0077349999999999988 0.029980000000000003 0.076415000000000025 -0.080474999999999977 0.095715000000000008 -0.11208499999999998 -0.021234999999999997 -0.060199999999999997 -0.13795999999999997 0.088610000000000008 -0.083269999999999997 -0.079324999999999993 0.085035000000000013 -0.44205499999999992 -0.040234999999999993 0.62207000000000001 -0.074254999999999974 0.091545000000000015 0.08870500000000002 0.50113000000000019 -0.080074999999999993 0.30163500000000004 0.11684000000000001
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=14 4 3 -3 5 6 -2 9 -9 11 -10 12 -7 -12 16 18 -1 -13 19 20 -4 -20 -6
right_child=1 2 15 -5 22 7 -8 8 10 -11 13 17 -14 -15 -16 -17 -18 -19 21 -21 -22 -23 -24
leaf_value=0.0057352202997584603 0.0024866812521481328 -0.010328154307963978 -0.0027406830414639714 0.0016071759260871065 0.0076158479762100878 0.0011599178961301129 -0.0058620604765961632 0.0042061710429970103 -0.0086213971800120463 -0.003696825865846803 0.0023945806379062377 0.0062877987786463781 0.0060115430308584463 -0.0042790197684940351 0.0072488493051932465 -0.0036471556057646294 -6.7698026945809436e-05 0.0025499212803646414 0.0023541537235254166 0.0068733115127467999 0.004251120465455829 -0.0037149054728422837 0.0021773989218309936
leaf_weight=56 65 78 83 58 83 595 95 92 52 52 60 174 74 78 92 53 79 124 61 58 101 70 54
leaf_count=56 65 78 83 58 83 595 95 92 52 52 60 174 74 78 92 53 79 124 61 58 101 70 54
internal_value=0 0.000945205 -0.000746947 -0.00522488 0.00154144 0.00117039 -0.00245916 0.00161814 -0.000885238 0.00231269 -0.00336001 0.00263771 0.00169926 -0.00136444 0.00432916 0.00067841 0.00232613 0.00473847 0.00129785 0.00248156 0.00108745 -0.000875141 0.00548534
internal_weight=0 2160 562 136 1598 1461 160 1301 282 1019 190 967 669 138 227 426 135 298 373 242 184 131 137
internal_count=2387 2160 562 136 1598 1461 160 1301 282 1019 190 967 669 138 227 426 135 298 373 242 184 131 137
is_linear=0
shrinkage=0.16829


Tree=9150
num_leaves=17
num_cat=0
split_feature=2 2 2 0 0 41 10 52 2 484 0 43 43 0 49 0
split_gain=2.55766 2.19654 0.692424 0.639181 0.569966 0.403654 0.365477 0.336267 0.264771 0.162745 0.163552 0.153375 0.0733086 0.0951113 0.0575128 0.0573359
threshold=0.12051500000000002 -0.0091949999999999983 0.10527500000000002 -0.074754999999999988 -0.13740499999999997 0.078475000000000017 0.058500000000000003 -0.5502149999999999 0.14234000000000005 -0.0091899999999999985 -0.16802499999999995 -0.11278499999999998 -0.079854999999999995 -0.065249999999999989 -0.0078949999999999975 -0.086984999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -2 -4 7 -1 -3 -5 14 -11 -12 -6 -14 -9 -16
right_child=3 2 4 8 12 -7 -8 9 -10 10 11 -13 13 -15 15 -17
leaf_value=0.00055022041381364581 0.00024120762457933661 0.0011121140830657656 0.00046326132087218025 0.00069913964195201682 0.00088537971420296656 0.0011312497589521266 0.00020831329896254646 0.0010181527976643465 0.00043990794339992655 0.00064021229476497895 0.00072808138184838234 0.00084582613019624706 0.00063883135760073513 0.00081097330772201886 0.00094647354950295321 0.00083150801591980585
leaf_weight=80 94 52 89 94 56 58 60 53 81 52 141 1078 62 90 106 102
leaf_count=80 94 52 89 94 56 58 60 53 81 52 141 1078 62 90 106 102
internal_value=0 0.000803596 0.000832434 0.000461322 0.000685227 0.000859039 0.00040394 0.00084905 0.000579354 0.000840097 0.000824407 0.000832236 0.000780033 0.000740989 0.00091637 0.000890266
internal_weight=0 2079 1939 269 297 1642 140 1584 175 1532 1271 1219 208 152 261 208
internal_count=2348 2079 1939 269 297 1642 140 1584 175 1532 1271 1219 208 152 261 208
is_linear=0
shrinkage=0.0032998


Tree=9151
num_leaves=25
num_cat=0
split_feature=4 3 3 4 16 3 12 157 3 3 4 2 2 3 39 130 2 3 4 4 4 3 12 2
split_gain=5.63799 2.15521 0.913888 0.456474 0.294154 0.323017 0.307973 0.239682 0.281738 0.173589 0.16605 0.154246 0.145974 0.211749 0.122399 0.114898 0.0920698 0.0535553 0.0518995 0.020737 0.0427515 0.0199892 0.0175315 0.0067117
threshold=0.36766000000000004 0.25468500000000005 -0.072419999999999984 -0.21586499999999997 -0.088504999999999986 -0.107915 0.083425000000000013 -0.028564999999999997 -0.023394999999999996 0.011825000000000002 -0.0058549999999999991 0.096120000000000025 0.097145000000000023 -0.11327499999999999 0.0095750000000000019 0.089005000000000015 0.090425000000000019 -0.10175499999999998 -0.079164999999999985 -0.049744999999999991 0.0099250000000000015 -0.080564999999999984 0.086935000000000012 0.084175000000000014
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 2 4 -4 5 -1 -6 -5 19 14 -10 -12 13 -8 -2 -15 18 -14 22 -9 -21 -19 -7 -20
right_child=9 -3 3 7 6 16 12 8 10 -11 11 -13 17 15 -16 -17 -18 21 23 20 -22 -23 -24 -25
leaf_value=0.0012003777717704835 0.00025476363028074228 0.00018421894174550194 0.00092444426468856714 0.00046248427697821742 0.00063202408128115912 0.0010586491422731599 0.0010765828353164713 0.00073613775620790976 0.00047389756445243648 0.00017007348216588794 0.00076031636046095463 0.00055592544588698768 0.00069599796160653752 0.0008768372014747685 0.00044384011783526431 0.00072076771022028827 0.00082098073204593615 0.00087101264513390626 0.00086427861103667092 0.00087330663258369573 0.00074849742985522367 0.00077257712404934804 0.00095874999075857268 0.00093572399112287481
leaf_weight=52 74 58 98 52 69 52 57 57 61 93 101 70 66 756 78 58 85 54 55 78 59 60 53 52
leaf_count=52 74 58 98 52 69 52 57 57 61 93 101 70 66 756 78 58 85 54 55 78 59 60 53 52
internal_value=0 0.000812257 0.000830052 0.000718307 0.000873843 0.000958268 0.000847504 0.000675971 0.000701948 0.000283099 0.000623642 0.000676854 0.000861618 0.000879597 0.000352021 0.00086576 0.00091576 0.00077442 0.000953595 0.00079541 0.000819814 0.000819514 0.00100856 0.000899329
internal_weight=0 2103 2045 576 1469 349 1120 478 426 245 232 171 1051 871 152 814 297 180 212 194 137 114 105 107
internal_count=2348 2103 2045 576 1469 349 1120 478 426 245 232 171 1051 871 152 814 297 180 212 194 137 114 105 107
is_linear=0
shrinkage=0.0032998


Tree=9152
num_leaves=21
num_cat=0
split_feature=9 41 9 484 1 1 16 16 403 484 1456 1 42 47 2 2 483 403 42 16
split_gain=0.162757 0.110425 0.0949934 0.097557 0.0892086 0.0979856 0.0810859 0.0899938 0.0882633 0.0810639 0.0658775 0.064748 0.0749101 0.0522292 0.0477382 0.0466696 0.048731 0.0372975 0.0295231 0.0135673
threshold=0.08925000000000001 0.078475000000000017 -0.013509999999999999 -0.0091899999999999985 0.077800000000000022 0.085345000000000018 -0.088629999999999987 -0.077734999999999985 -0.11087499999999999 -0.067754999999999996 0.088910000000000017 0.10954500000000002 -0.077669999999999989 0.089785000000000018 0.085145000000000012 0.081110000000000015 -0.071719999999999992 -0.085834999999999981 0.094095000000000012 -0.14101499999999997
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 2 -1 9 6 -6 14 8 -8 10 15 12 -7 -13 -5 -4 -17 -9 -3 -16
right_child=-2 18 3 4 5 11 7 17 -10 -11 -12 13 -14 -15 19 16 -18 -19 -20 -21
leaf_value=0.0089239790547269784 -0.0066368326936521943 0.0052525308356023773 0.00051245470580432175 0.0086528126150578633 -0.0065603749523236547 0.0049989352292668871 -0.0069593349679301503 0.0069026510186496696 0.00098667052629172335 0.010357010993347862 -0.001562767069769074 0.0046408918511473491 -0.0010323269858567203 -0.00057522648861152404 0.0022226388760191959 0.002082131541837872 0.0082438675523481587 0.0026107625993176706 0.010913706065007141 0.0051274519314190511
leaf_weight=64 53 55 52 86 52 68 52 67 165 64 54 186 409 76 85 54 117 430 53 106
leaf_count=64 53 55 52 86 52 68 52 67 165 64 54 186 409 76 85 54 117 430 53 106
internal_value=0 0.00278664 0.00252603 0.00233232 0.00183167 0.000496159 0.00289585 0.00194372 -0.000909162 0.00494331 0.003686 0.000995126 -0.000168758 0.00312096 0.00534357 0.00496506 0.00630856 0.00319296 0.00804734 0.00384414
internal_weight=0 2295 2187 2123 1782 791 991 714 217 341 277 739 477 262 277 223 171 497 108 191
internal_count=2348 2295 2187 2123 1782 791 991 714 217 341 277 739 477 262 277 223 171 497 108 191
is_linear=0
shrinkage=0.16829


Tree=9153
num_leaves=13
num_cat=0
split_feature=2 1 158 2 13 12 1 2 0 16 13 12
split_gain=0.133022 0.105401 0.0870332 0.0747642 0.070163 0.0950821 0.0921212 0.172343 0.0852468 0.0547321 0.100099 0.055465
threshold=-0.0091949999999999983 0.14426500000000003 0.112085 -0.15339499999999998 -0.10899499999999999 0.082530000000000006 0.11039500000000001 0.12399000000000002 -0.22607999999999998 -0.088629999999999987 0.053240000000000003 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 -2 8 -8 -6 11 -11 -10
right_child=1 -3 -4 -5 6 -7 7 -9 9 10 -12 -13
leaf_value=0.0020742264716389108 0.0028958394631313556 0.0097453159095078797 0.008034703125791659 -0.0059241800847135186 -0.0035632619549613364 -0.0051323199624307399 0.010630294062837255 0.00035703795037968607 0.0071321308989918597 0.0023446534759639713 -0.0017373819241845588 0.0026785383454496947
leaf_weight=53 81 55 72 87 75 86 101 86 113 1064 202 273
leaf_count=53 81 55 72 87 75 86 101 86 113 1064 202 273
internal_value=0 0.00246056 0.00227363 -0.00288338 0.00207344 -0.00122766 0.00236241 0.0059153 0.00197666 0.00222925 0.00169191 0.00398696
internal_weight=0 2208 2153 140 2081 167 1914 187 1727 1652 1266 386
internal_count=2348 2208 2153 140 2081 167 1914 187 1727 1652 1266 386
is_linear=0
shrinkage=0.16829


Tree=9154
num_leaves=25
num_cat=0
split_feature=12 12 13 156 0 0 0 51 3 0 13 12 0 16 16 42 42 3 0 16 0 16 133 3
split_gain=2.58471 0.609567 0.598111 0.487911 0.34382 0.249838 0.39547 0.22483 0.219636 0.212045 0.180875 0.174317 0.169868 0.202442 0.163851 0.160078 0.125951 0.10904 0.167939 0.0643749 0.087108 0.0375355 0.0503669 0.0190699
threshold=0.077755000000000005 0.10799000000000002 -0.0042049999999999995 0.090310000000000015 -0.045754999999999997 -0.026509999999999995 -0.10566999999999999 0.035765000000000012 -0.16048499999999996 -0.089179999999999995 -0.080724999999999977 0.092495000000000008 -0.096594999999999986 0.0031900000000000006 -0.006494999999999999 0.093985000000000013 -0.025789999999999997 -0.12595999999999999 -0.10490499999999998 -0.088629999999999987 -0.074274999999999994 -0.081934999999999994 0.032620000000000003 -0.082254999999999981
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 8 9 5 16 6 7 -4 -2 10 -1 17 -13 21 -11 -15 -3 -10 -19 23 -21 -14 -23 -20
right_child=1 4 3 -5 -6 -7 -8 -9 11 14 -12 12 13 15 -16 -17 -18 18 19 20 -22 22 -24 -25
leaf_value=0.00045431909225508873 0.0010008954504462204 0.00080553071532304184 0.00042048573083406125 0.00091913421497508249 0.00040124288522631511 0.00041333633801581042 0.00084713062444978959 0.00070268376704349215 0.0009739511600185232 0.00027384178538507987 0.00069613757055381881 0.00058625909701225283 0.00092097038378400253 0.0005908660371910855 0.0005018351343687974 0.00079824166242217992 0.00061253612907349072 0.00065470942797952482 0.00093824866943280924 0.00081588713323776528 0.00095482275428458426 0.00074167440943335744 0.00087278692830162271 0.00086500269184152376
leaf_weight=101 77 80 74 62 52 65 72 54 67 92 52 54 70 80 56 87 73 56 90 614 57 58 90 115
leaf_count=101 77 80 74 62 52 65 72 54 67 92 52 54 70 80 56 87 73 56 90 614 57 58 90 115
internal_value=0 0.000804213 0.000556642 0.000654582 0.000634598 0.000592554 0.000650624 0.000539813 0.00082714 0.000450124 0.000536736 0.000817812 0.000762156 0.000786735 0.000360348 0.000699111 0.000713679 0.000842234 0.000832727 0.000844067 0.000827742 0.000853699 0.000821643 0.000897331
internal_weight=0 1720 628 327 205 265 200 128 1515 301 153 1438 439 385 148 167 153 999 932 876 671 218 148 205
internal_count=2348 1720 628 327 205 265 200 128 1515 301 153 1438 439 385 148 167 153 999 932 876 671 218 148 205
is_linear=0
shrinkage=0.0032998


Tree=9155
num_leaves=27
num_cat=0
split_feature=4 12 150 4 48 48 11 474 160 12 11 158 16 133 12 4 43 16 16 16 1209 4 43 12 16 16
split_gain=3.40216 0.933757 0.761651 0.369977 0.306687 0.207902 0.210657 0.174225 0.188326 0.151191 0.120386 0.116184 0.111238 0.163589 0.0995599 0.081414 0.0767894 0.0716776 0.0649337 0.0580776 0.0525481 0.0465302 0.0999251 0.0414853 0.0366125 0.00780739
threshold=0.30163500000000004 0.054520000000000006 0.094605000000000009 0.049545000000000006 0.08796000000000001 0.083570000000000019 1.0000000180025095e-35 0.08425500000000001 0.049100000000000012 -0.010219999999999998 0.086945000000000008 0.085620000000000016 0.0073350000000000004 0.085275000000000004 1.0000000180025095e-35 -0.041264999999999989 -0.081164999999999987 -0.042349999999999992 -0.040964999999999994 -0.013125 -0.069599999999999981 0.42405000000000009 -0.049914999999999994 0.083785000000000012 -0.0036549999999999998 -0.28430999999999995
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 2 4 5 7 6 12 8 9 -1 -8 17 20 15 21 -14 -15 25 -7 -6 -3 -2 -23 -22 -20 -5
right_child=14 3 -4 11 19 18 10 -9 -10 -11 -12 -13 13 16 -16 -17 -18 -19 24 -21 23 22 -24 -25 -26 -27
leaf_value=0.00067769840613887071 0.00026274777701493359 0.00089243674162221062 0.00021677668252941519 0.00066085873737101153 0.00041890782590652816 0.00057827730595133163 0.0010416417736436514 0.00051897666159722567 0.00059726338539212403 0.00090165224686942732 0.00081372614686913097 0.00074607400049105533 0.00069431992370765614 0.00089455139065240652 0.00019562359943000663 0.00052025783029641278 0.00071013998955268528 0.00047571589980466153 0.00077988663041432755 0.00057135237766133299 0.00087512791598079096 0.00027997417112490759 0.00046513142177376948 0.00077426220346661666 0.00065791514177775882 0.00059105373028367698
leaf_weight=59 54 53 56 53 64 66 52 52 73 80 54 62 75 52 66 52 53 55 53 52 53 60 71 826 70 53
leaf_count=59 54 53 56 53 64 66 52 52 73 80 54 62 75 52 66 52 53 55 53 52 53 60 71 826 70 53
internal_value=0 0.000713444 0.000577006 0.00074879 0.00063 0.000768027 0.000783379 0.000692459 0.000734845 0.000806846 0.000925866 0.000622771 0.000770373 0.000704255 0.000306884 0.000623328 0.000801803 0.00057507 0.000664682 0.000487549 0.000786794 0.000346387 0.000380596 0.000780384 0.000710758 0.000626289
internal_weight=0 2118 436 1682 380 1459 1270 264 212 139 106 223 1164 232 251 127 105 161 189 116 932 185 131 879 123 106
internal_count=2369 2118 436 1682 380 1459 1270 264 212 139 106 223 1164 232 251 127 105 161 189 116 932 185 131 879 123 106
is_linear=0
shrinkage=0.0032998


Tree=9156
num_leaves=23
num_cat=0
split_feature=1 3 3 43 1 12 39 1 3 51 3 49 12 160 1447 49 43 43 47 49 3 1
split_gain=2.7763 0.334638 0.171372 0.16832 0.161338 0.139033 0.152955 0.117137 0.113683 0.0863076 0.119198 0.116999 0.209875 0.187911 0.150165 0.0570065 0.0893409 0.0451541 0.0291559 0.0290003 0.0203534 0.00824918
threshold=0.10684 -0.031844999999999991 0.10632000000000001 -0.072864999999999985 0.12158500000000001 0.096780000000000019 0.081875000000000017 0.094435000000000005 0.31343500000000007 -0.08860999999999998 -0.089199999999999988 -0.026779999999999995 0.081810000000000008 -1.0000000180025095e-35 -0.085804999999999979 0.10367000000000003 -0.031974999999999996 0.058500000000000003 0.087885000000000019 0.0049050000000000005 -0.082794999999999994 0.12282000000000001
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 4 5 -3 18 6 9 -8 21 10 -1 13 -13 -11 -14 16 20 -18 -2 -12 -7 -5
right_child=1 3 -4 8 -6 15 7 -9 -10 11 19 12 14 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.00036210462658128504 0.00038660094438762828 6.5483109822925327e-05 0.00035028097596397247 0.00033414626932125351 0.00024049385924446704 0.00052274938087558734 0.00054209600208124842 0.00031799315338427797 0.00014175312695081761 0.0006268107730877673 0.00060355351570137727 0.00073118495760851696 0.00039495919043751294 0.0003722023727995269 0.00057926970391617501 0.00037827307481224937 0.00035951714922069326 0.0004885162355567625 0.00049324248316289594 0.00049477232602168674 0.0006160412553569307 0.00027299813378216448
leaf_weight=54 69 90 54 58 77 71 52 52 81 55 62 98 52 77 955 56 53 77 55 58 52 61
leaf_count=54 69 90 54 58 77 71 52 52 81 55 62 98 52 77 955 56 53 77 55 58 52 61
internal_value=0 0.000256501 0.000535342 0.000184533 0.000360161 0.000540802 0.000553956 0.000430383 0.000237929 0.000563039 0.000492766 0.000572895 0.000584133 0.000478556 0.000569787 0.000476193 0.000497728 0.000436195 0.000434186 0.00055127 0.000562476 0.000303097
internal_weight=0 491 1878 290 201 1824 1515 104 200 1411 174 1237 1105 132 1007 309 253 130 124 120 123 119
internal_count=2369 491 1878 290 201 1824 1515 104 200 1411 174 1237 1105 132 1007 309 253 130 124 120 123 119
is_linear=0
shrinkage=0.0032998


Tree=9157
num_leaves=25
num_cat=0
split_feature=4 12 2 2 15 12 2 51 0 4 15 11 0 4 0 1429 43 4 52 52 52 4 43 0
split_gain=7.52504 3.12093 1.75384 0.934036 0.71378 0.659021 0.314001 0.301746 0.300435 0.170185 0.167742 0.163768 0.319287 0.168857 0.159738 0.132388 0.0749876 0.0967986 0.0675352 0.0597967 0.0347743 0.0381578 0.0155646 0.00752426
threshold=0.30163500000000004 0.077755000000000005 0.10981000000000002 0.064660000000000009 -0.0053099999999999996 0.096315000000000026 0.13752500000000004 0.09678500000000001 -0.13010499999999997 0.053255000000000004 -0.099329999999999988 1.0000000180025095e-35 -0.065249999999999989 0.0030100000000000001 -0.082064999999999985 0.083420000000000008 -0.06513999999999999 -0.068484999999999976 0.44892500000000007 -0.0073749999999999987 0.097655000000000006 -0.062804999999999986 -0.078564999999999982 -0.18087499999999998
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 2 3 -1 10 11 14 9 -4 16 -5 12 13 15 23 18 17 -7 -3 -15 21 -18 -21 -2
right_child=6 5 8 4 -6 7 -8 -9 -10 -11 -12 -13 -14 19 -16 -17 20 -19 -20 22 -22 -23 -24 -25
leaf_value=0.00067978926001576335 0.00050560331527274907 0.0012015297787548766 0.00031111157998738758 0.0010652190051777342 0.001291462522344504 0.001077455390735288 0.00029407090855472923 0.00081188361224305845 0.00064302427706429454 0.000951440175277916 0.00081902099956619734 0.0013260125083722372 0.00092728756862131914 0.00099777610851472967 0.0006746297850023608 0.00132253490210915 0.0011690994173212627 0.0012811397609497534 0.001071898921412151 0.0011878357534909406 0.00099218893702869484 0.0010350738910289961 0.0010920183054098039 0.00043995703347625279
leaf_weight=89 52 784 52 52 99 52 71 57 71 97 78 92 54 56 73 103 57 58 52 52 53 53 57 55
leaf_count=89 52 784 52 52 99 52 71 57 71 97 78 92 54 56 73 103 57 58 52 52 53 53 57 55
internal_value=0 0.00108549 0.000838185 0.000967726 0.00107948 0.0011505 0.000480963 0.00103793 0.00050299 0.00107266 0.000917771 0.00118893 0.00117801 0.00119024 0.000554486 0.0012077 0.0011156 0.00118517 0.00119351 0.00109066 0.00106843 0.00110484 0.00113805 0.000472189
internal_weight=0 2118 441 318 229 1677 251 427 123 370 130 1250 1158 1104 180 939 273 110 836 165 163 110 109 107
internal_count=2369 2118 441 318 229 1677 251 427 123 370 130 1250 1158 1104 180 939 273 110 836 165 163 110 109 107
is_linear=0
shrinkage=0.0032998


Tree=9158
num_leaves=22
num_cat=0
split_feature=4 1447 1209 48 160 160 2 48 0 13 52 484 0 3 0 4 13 133 0 160 0
split_gain=0.164324 0.124072 0.0975143 0.0758146 0.0644705 0.0909086 0.115462 0.0749785 0.160434 0.0957374 0.0723066 0.0614257 0.0574338 0.0486128 0.129513 0.117211 0.0727234 0.0761193 0.0492236 0.0420834 0.0402662
threshold=-0.00045499999999999995 -0.085804999999999979 -0.077874999999999986 -1.0000000180025095e-35 -0.30150999999999994 -0.063534999999999994 0.090000000000000011 0.086330000000000018 -0.11073999999999999 0.0015850000000000003 -0.053514999999999993 0.087150000000000019 -0.070064999999999975 0.11372500000000001 -0.099059999999999995 -0.021234999999999997 -0.089024999999999979 -0.075034999999999977 0.12436000000000001 -0.084689999999999988 -0.10891999999999999
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 -1 -3 -2 -5 6 -6 8 -7 12 -9 13 -10 14 15 -4 17 -16 -18 -13 -12
right_child=3 2 11 4 5 7 -8 10 9 -11 20 19 -14 -15 16 -17 18 -19 -20 -21 -22
leaf_value=-0.0023631983167569865 -0.0033234175875485111 0.01247251228294164 0.014921549922938942 0.008079752159004569 0.0042481901602528975 0.010143217779444083 -0.0055847568668655782 0.0052755564340771647 0.0019051034571037724 -0.0035607272114442034 -0.0054449857639313239 0.011337616916078645 0.0078562992867660941 -0.00011820977369448098 0.0047632807044202157 0.0042144553752623218 0.0045636758748516118 -0.0042981096632764048 0.0098128393490082514 0.005305682190669612 0.0010068336126569136
leaf_weight=61 67 53 67 56 56 102 85 52 130 61 57 72 72 55 52 52 997 53 54 63 52
leaf_count=61 67 53 67 56 56 102 85 52 130 61 57 72 72 55 52 52 997 53 54 63 52
internal_value=0 0.00505814 0.00535755 0.00208054 0.00258381 0.00211968 -0.00166673 0.00313809 0.00447265 0.00226659 0.000101367 0.00509892 0.00403522 0.00474869 0.00496004 0.0102579 0.00441312 0.000172326 0.00483509 0.00853602 -0.00235057
internal_weight=0 1579 1518 790 723 667 141 526 365 263 161 1465 202 1330 1275 119 1156 105 1051 135 109
internal_count=2369 1579 1518 790 723 667 141 526 365 263 161 1465 202 1330 1275 119 1156 105 1051 135 109
is_linear=0
shrinkage=0.16829


Tree=9159
num_leaves=20
num_cat=0
split_feature=1 157 4 3 12 15 52 43 1209 474 1446 3 3 4 13 399 43 15 157
split_gain=0.138683 0.101678 0.0758669 0.0733913 0.102201 0.209153 0.136574 0.0824725 0.0782173 0.0659368 0.0699142 0.0790785 0.0556123 0.0564031 0.0836314 0.0550333 0.0520478 0.0311473 0.024131
threshold=0.10915500000000002 -0.06588999999999999 -0.010549999999999999 0.10812000000000001 0.081810000000000008 -0.0053099999999999996 -0.014149999999999998 -0.082739999999999994 -0.080224999999999977 0.085500000000000007 0.08376500000000002 -0.08317999999999999 0.12566000000000002 0.50973500000000016 -0.006219999999999999 0.091255000000000017 0.0015250000000000001 -0.092459999999999987 -0.077234999999999984
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 -3 4 5 7 -7 -1 -6 10 15 -12 13 14 -4 16 -10 -9 -11
right_child=1 2 12 -5 8 6 -8 17 9 18 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.009232515296333765 -0.0059009669376990049 0.0064562722835605647 0.00093011722296649645 -0.0019920422815245162 0.010014130022007628 0.0067114183166327316 0.017683348636170181 0.0037467384317407875 0.0037359830294101748 0.0085533829464288207 -0.0054262612159333814 0.0031252082412556834 0.0040152690455548283 0.0034831456892793931 -0.0069431511195550194 0.0084523344522558479 0.0010530895151035378 -0.00096972359171221679 0.0039271642812897384
leaf_weight=54 58 75 82 56 52 66 64 87 897 88 57 66 88 57 71 58 268 72 53
leaf_count=54 58 75 82 56 52 66 64 87 897 88 57 66 88 57 71 58 268 72 53
internal_value=0 0.000647215 0.00167025 0.00398999 0.00416894 0.0068017 0.0121268 0.0035432 0.003581 0.00335483 0.00298975 -0.000823062 0.000459683 -0.00102172 -0.00271175 0.00337468 0.00312034 0.00159968 0.00682719
internal_weight=0 431 373 1938 1882 343 130 213 1539 1487 1346 123 298 210 153 1223 1165 159 141
internal_count=2369 431 373 1938 1882 343 130 213 1539 1487 1346 123 298 210 153 1223 1165 159 141
is_linear=0
shrinkage=0.16829


Tree=9160
num_leaves=22
num_cat=0
split_feature=15 12 457 52 3 3 12 12 12 15 12 3 3 1456 3 52 52 16 3 12 15
split_gain=2.31647 0.834053 0.278629 0.251336 0.244866 0.482819 0.20005 0.138465 0.127983 0.122789 0.0961722 0.0779149 0.0653889 0.0524274 0.0478601 0.0411686 0.0488246 0.0341141 0.061754 0.0432636 0.0293278
threshold=-0.24269999999999997 0.082780000000000006 0.093680000000000013 0.12066000000000002 -0.008649999999999998 0.11372500000000001 0.099815000000000015 -0.081914999999999988 -0.042789999999999988 -1.0000000180025095e-35 0.083795000000000022 -0.15500999999999998 -0.052614999999999995 -0.092389999999999986 -0.10032499999999998 -0.14733499999999997 0.026115000000000003 0.18612500000000001 -0.095119999999999996 0.093765000000000015 -0.092459999999999987
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 4 8 7 9 10 -2 -1 20 -3 -12 15 -13 -9 -8 -17 18 -15 -19 -6
right_child=1 6 -4 -5 5 -7 12 14 -10 -11 11 13 -14 17 -16 16 -18 19 -20 -21 -22
leaf_value=1.1862384970208099e-06 0.00022960695835836102 0.0007230105556564931 0.0001821805064642476 0.00034913213511868544 0.00058599392467960484 0.00030120824667619457 0.00058735876365903245 0.00034545275249064125 0.00019799558885412891 0.00070877305948379018 0.0006850055474025568 0.00067036655593075373 0.00038026632600123201 0.00049747578822460531 0.00048098004621440426 0.00042414685490725396 0.00053688690033544463 0.00057111420170724006 0.00058221306564954541 0.00044081812892120281 0.00046996572707689655
leaf_weight=83 70 54 52 55 54 87 62 58 64 72 73 59 53 112 62 83 96 64 873 56 52
leaf_count=83 70 54 52 55 54 87 62 58 64 72 73 59 53 112 62 83 96 64 873 56 52
internal_value=0 0.000528918 0.000412166 0.000158628 0.000438373 0.000503488 0.000566242 0.000347368 8.71116e-05 0.000602157 0.000584072 0.000577979 0.000487828 0.000571236 0.000415769 0.000511336 0.000484808 0.000565911 0.000572614 0.000510603 0.000529407
internal_weight=0 2092 507 202 455 265 1585 190 147 178 1291 1237 294 1164 120 241 179 1105 985 120 106
internal_count=2294 2092 507 202 455 265 1585 190 147 178 1291 1237 294 1164 120 241 179 1105 985 120 106
is_linear=0
shrinkage=0.0032998


Tree=9161
num_leaves=17
num_cat=0
split_feature=1 1 39 12 2 1 10 4 41 3 1456 3 3 157 457 12
split_gain=6.40717 1.07343 0.647135 0.564394 0.447331 0.381078 0.279518 0.388425 0.233579 0.1701 0.139105 0.189651 0.127271 0.123954 0.187624 0.121568
threshold=0.109225 0.12337000000000002 0.081875000000000017 0.085090000000000013 0.11701500000000002 0.094165000000000013 -0.0079749999999999977 0.42098500000000005 0.075585000000000013 0.10323000000000002 -0.082809999999999981 -0.082484999999999989 0.0025650000000000004 -0.080799999999999983 0.080930000000000016 0.087645000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 8 -4 -3 -8 9 10 11 -1 -2 15 -15 -12
right_child=1 6 5 -5 -6 -7 7 -9 -10 -11 13 -13 -14 14 -16 -17
leaf_value=0.00080591423085277876 0.00026987242270845097 -8.1785731618714939e-06 0.00077130875382504054 0.00073669430917233268 0.00059492980649786438 0.00039070452754261454 0.0004161655605231249 9.8393318777263068e-05 0.0010127828882541675 0.00065797881453058603 0.00097096718491720296 0.0010774124177121063 0.00048900882698519439 0.00082483636216785594 0.00063142848096626504 0.00078623447752935755
leaf_weight=55 56 52 55 87 87 61 90 79 82 62 122 61 62 1163 59 61
leaf_count=55 56 52 55 87 87 61 90 79 82 62 122 61 62 1163 59 61
internal_value=0 0.000362517 0.000811142 0.000534606 0.000826991 0.000571467 0.000202727 0.00026783 0.000839096 0.000830076 0.000837068 0.000948989 0.00038531 0.000827803 0.000815527 0.000909582
internal_weight=0 426 1868 205 1752 116 221 169 1665 1583 1521 116 118 1405 1222 183
internal_count=2294 426 1868 205 1752 116 221 169 1665 1583 1521 116 118 1405 1222 183
is_linear=0
shrinkage=0.0032998


Tree=9162
num_leaves=22
num_cat=0
split_feature=2 12 1429 157 132 484 52 16 16 2 12 2 1456 1455 52 52 12 2 12 12 4
split_gain=0.283904 0.134397 0.105309 0.145326 0.0817735 0.078483 0.124045 0.137959 0.144527 0.0924663 0.0867218 0.0482516 0.0377807 0.0438296 0.0398155 0.0490187 0.0980821 0.0483677 0.0449111 0.0283827 0.0148677
threshold=0.16730000000000003 0.082780000000000006 0.084895000000000012 -0.074224999999999985 0.08696000000000001 -0.070034999999999986 0.12469000000000001 -0.074874999999999983 -0.41863499999999992 0.092925000000000021 -0.013764999999999998 0.10559 0.089050000000000004 0.078065000000000009 1.0000000180025095e-35 0.083750000000000005 0.090840000000000018 0.086915000000000006 0.089300000000000004 0.08597500000000001 0.41488500000000006
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 4 12 -4 5 -1 7 8 20 10 -9 -11 13 14 17 -16 -17 18 -3 -19 -7
right_child=-2 2 3 -5 -6 6 -8 9 -10 11 -12 -13 -14 -15 15 16 -18 19 -20 -21 -22
leaf_value=-0.0035347829361404215 -0.0083239119151391414 0.0072694707280998314 0.016345578336910964 0.0041017127124931413 -0.004328097785781645 0.005355214357168514 0.010198877926140994 0.0037337047399897448 -0.0054360852056506747 -0.0017552532193376323 0.013290991093526411 0.004581036254407503 0.00029238608078175981 0.0082207594312034959 0.010202030537825564 0.0029002496780654702 0.0074821041150559871 -0.0013082720027170803 0.0034632178235441294 0.0029034028195494173 0.0014485105574760411
leaf_weight=53 53 152 53 58 52 53 64 53 102 55 56 88 57 97 58 289 247 52 215 326 61
leaf_count=53 53 152 53 58 52 53 64 53 102 55 56 88 57 97 58 289 247 52 215 326 61
internal_value=0 0.0041272 0.00494929 0.00996407 0.00205432 0.00262471 0.00324172 0.00228648 -0.000827324 0.00496258 0.00866035 0.00213144 0.00457526 0.00474401 0.0044908 0.00552452 0.00501502 0.0036642 0.00504454 0.00231927 0.00328054
internal_weight=0 2241 1604 111 637 585 532 468 216 252 109 143 1493 1436 1339 594 536 745 367 378 114
internal_count=2294 2241 1604 111 637 585 532 468 216 252 109 143 1493 1436 1339 594 536 745 367 378 114
is_linear=0
shrinkage=0.16829


Tree=9163
num_leaves=22
num_cat=0
split_feature=2 1 52 15 1429 49 1 3 3 2 52 151 43 1 133 43 15 1 2 43 15
split_gain=0.196508 0.0969044 0.141368 0.128735 0.0990399 0.0927385 0.0816846 0.0782626 0.0740456 0.053754 0.0870723 0.105451 0.0595534 0.0536387 0.0509642 0.129182 0.0432392 0.0343386 0.0241161 0.0361988 0.0239213
threshold=0.16730000000000003 0.089710000000000026 0.12371000000000001 -0.08760999999999998 0.084895000000000012 -0.020999999999999994 0.12719000000000003 -0.15315499999999996 -0.10175499999999998 0.090485000000000024 -0.41304999999999997 -0.029339999999999995 -0.041534999999999996 0.11189500000000001 -0.11008499999999999 0.052150000000000009 0.11469500000000001 0.11230000000000001 0.092575000000000018 0.066010000000000013 -0.049279999999999997
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 4 3 5 7 -3 13 -1 -9 12 -11 -12 20 -7 18 16 -16 -4 19 -10 -5
right_child=-2 2 17 9 -6 6 -8 8 14 10 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0098940933788239718 -0.006923082583053952 -0.0082433354728398012 0.0096898979044637967 0.0049502706674322012 0.0094671595049533701 -0.00046964776777197302 -0.0044430911664310657 -0.0012080655094880511 0.0027529098758492191 0.0053617203605529646 0.0032160678954323073 -0.0072496443383996941 0.0078438961634237185 0.0063268790991969377 0.004212665953657972 0.011997699313642566 -0.00057873488631922539 0.0041691052655919653 0.0038334921947824146 -0.0032715551368687123 0.0001717876279111444
leaf_weight=59 53 52 67 52 97 83 85 84 58 70 52 57 95 54 902 60 56 64 68 55 71
leaf_count=59 53 52 67 52 97 83 85 84 58 70 52 57 95 54 902 60 56 64 68 55 71
internal_value=0 0.00343399 0.0019475 0.000957166 0.0042612 -0.00184468 -0.000337802 0.00388358 0.00360578 0.00289546 0.000722493 -0.00224035 0.00467144 0.00219616 0.00394452 0.00440793 0.00393071 0.00700643 0.00132824 -0.000163453 0.00220657
internal_weight=0 2241 802 671 1439 274 222 1342 1283 397 179 109 218 137 1199 1018 958 131 181 113 123
internal_count=2294 2241 802 671 1439 274 222 1342 1283 397 179 109 218 137 1199 1018 958 131 181 113 123
is_linear=0
shrinkage=0.16829


Tree=9164
num_leaves=16
num_cat=0
split_feature=4 3 39 43 150 14 150 43 4 47 13 43 43 52 4
split_gain=4.02797 1.10361 0.830278 0.2263 0.199434 0.237402 0.185876 0.303688 0.135648 0.0830674 0.0944257 0.0889828 0.0589405 0.0486111 0.0174124
threshold=0.30163500000000004 0.30112000000000005 0.0095750000000000019 -0.077824999999999991 0.081245000000000026 -0.45687499999999998 0.087790000000000021 -0.078059999999999977 -0.11205499999999999 0.11227500000000001 -0.095029999999999989 0.061400000000000003 -0.027294999999999996 -0.13370999999999997 0.53076500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -2 8 -8 12 10 -10 -12 -1 -14 -7
right_child=4 -3 3 -5 -6 14 7 -9 9 -11 11 -13 13 -15 -16
leaf_value=0.00071792996114186593 0.00039067773063991589 0.00022364462579418243 0.00037400674897852549 0.00064325729481335304 0.00042228034466074187 0.0001026727216215956 0.00073140020632405398 0.00040570572536331235 0.00082456110432047188 0.00059711736768286135 0.00072369243286778487 0.000636344251374717 0.00077791237070473586 0.00089921241692055107 0.00017681625957073022
leaf_weight=67 53 55 102 52 57 89 76 54 94 65 1158 151 79 81 61
leaf_count=67 53 55 102 52 57 89 76 54 94 65 1158 151 79 81 61
internal_value=0 0.000685653 0.000698475 0.000465151 0.000249251 0.000200493 0.000718145 0.000596383 0.000727463 0.000715634 0.0007211 0.000713643 0.000803802 0.000839541 0.000133059
internal_weight=0 2034 1979 154 260 203 1825 130 1695 1468 1403 1309 227 160 150
internal_count=2294 2034 1979 154 260 203 1825 130 1695 1468 1403 1309 227 160 150
is_linear=0
shrinkage=0.0032998


Tree=9165
num_leaves=16
num_cat=0
split_feature=31 480 47 151 457 47 133 42 133 1213 151 159 155 47 133
split_gain=0.128201 0.0832745 0.0648006 0.0841521 0.114399 0.0732804 0.05688 0.0516165 0.0492892 0.0428123 0.0325859 0.0307832 0.0292718 0.0213991 0.0137659
threshold=-0.051829999999999994 -0.068944999999999992 0.077555000000000013 -0.089594999999999994 0.083570000000000019 0.089640000000000011 -1.0000000180025095e-35 0.08870500000000002 -0.15498499999999996 -0.069109999999999991 -0.079059999999999978 0.081445000000000017 0.083440000000000014 0.10561500000000001 -0.41432999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -4 8 13 14 -8 -6 -10 -11 -7 -5
right_child=1 2 5 4 10 7 9 -9 11 12 -12 -13 -14 -15 -16
leaf_value=-0.0045989718848613893 0.0090497258670181845 0.0073745333223882202 0.010928142807951107 0.0026528012801303319 -0.00018158747417467089 0.0035772730590074662 -0.0026928279523468473 0.00077183121076839943 0.005432020969983963 0.0018717117526015476 -0.0059470683559346453 0.0010982850004358042 0.0046901402091723042 0.0074035251958299679 -0.00074122835348847474
leaf_weight=62 66 99 53 81 61 76 53 91 385 919 52 54 119 98 57
leaf_count=62 66 99 53 81 61 76 53 91 385 919 52 54 119 98 57
internal_value=0 0.00314639 0.00296831 0.0025906 0.00232367 0.00519571 0.00267528 0.00404245 0.00402956 0.00195739 -0.00285063 0.00490303 0.00219656 0.00574261 0.0012379
internal_weight=0 2264 2198 1880 1781 318 1668 265 577 1091 113 439 1038 174 138
internal_count=2326 2264 2198 1880 1781 318 1668 265 577 1091 113 439 1038 174 138
is_linear=0
shrinkage=0.16829


Tree=9166
num_leaves=11
num_cat=0
split_feature=0 12 4 157 43 0 51 1429 160 51
split_gain=0.106718 0.201728 0.16686 0.0618759 0.0481422 0.0678294 0.051066 0.0521089 0.0404586 0.0182676
threshold=0.048285000000000008 0.023990000000000004 -0.21586499999999997 -0.15034999999999996 -0.40535499999999997 -0.043914999999999989 -0.28723999999999994 0.084770000000000012 -0.078624999999999987 -0.063174999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 8 -8 -9
right_child=1 -3 3 4 5 -7 7 9 -10 -11
leaf_value=0.011457794304017695 -0.0074414135123036084 0.0038954543105686741 -0.0031422047223055626 0.0067808182463804274 -0.0016256306518264005 -0.001972620443750666 0.0047004490275550058 -0.0029841902715591496 0.0026893171207805757 0.0014649526744760629
leaf_weight=61 85 93 53 78 73 91 365 52 1323 52
leaf_count=61 85 93 53 78 73 91 365 52 1323 52
internal_value=0 -0.00150813 0.00277362 0.00251894 0.00266733 0.00250238 0.00272169 0.00289979 0.00312525 -0.000742344
internal_weight=0 178 2148 2087 2034 1956 1865 1792 1688 104
internal_count=2326 178 2148 2087 2034 1956 1865 1792 1688 104
is_linear=0
shrinkage=0.16829


Tree=9167
num_leaves=11
num_cat=0
split_feature=2 2 11 11 1429 1373 15 51 15 159
split_gain=0.118097 0.121532 0.0742891 0.145557 0.0560072 0.0499441 0.0628587 0.0422417 0.108109 0.074807
threshold=-0.0091949999999999983 -0.14847999999999997 0.084680000000000019 1.0000000180025095e-35 -0.081904999999999992 1.0000000180025095e-35 0.13673000000000005 -0.095144999999999993 -0.036064999999999993 0.107895
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 8 -6 -9
right_child=2 -3 -4 -5 5 -7 -8 9 -10 -11
leaf_value=0.0033899352599572161 0.0077576391514996915 -0.0070974584231467902 -0.0022927519077376919 0.010711237433062978 0.0025386348275400019 0.0067480927184019185 -0.003656146788431841 0.0021783236241531682 -0.0057945526039277209 0.0074322459131243137
leaf_weight=52 52 78 94 60 137 65 54 1588 65 81
leaf_count=52 52 78 94 60 137 65 54 1588 65 81
internal_value=0 -0.00288868 0.0023259 0.0025333 0.00229213 0.00214841 0.00199216 0.00215614 -0.000133942 0.00243438
internal_weight=0 130 2196 2102 2042 1990 1925 1871 202 1669
internal_count=2326 130 2196 2102 2042 1990 1925 1871 202 1669
is_linear=0
shrinkage=0.16829


Tree=9168
num_leaves=18
num_cat=0
split_feature=2 12 2 43 52 15 151 4 43 12 43 4 151 1447 16 12 43
split_gain=0.0816519 0.121914 0.0476713 0.0602009 0.071719 0.0665657 0.0599891 0.0550626 0.050577 0.0654333 0.0487212 0.0448439 0.0425642 0.0398842 0.0439121 0.0946409 0.0380451
threshold=-0.0091949999999999983 -0.011819999999999999 0.114805 0.055170000000000004 0.11667000000000001 -0.036064999999999993 -0.04886999999999999 -0.0052149999999999992 -0.14495499999999997 0.086395000000000013 -0.085054999999999978 0.41379000000000005 0.086470000000000005 -0.086059999999999984 -0.23071499999999998 0.083935000000000023 -0.00017499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 11 7 10 9 -8 -2 -4 13 -10 16 -16 -15
right_child=2 -3 3 -5 -6 -7 8 -9 12 -11 -12 -13 -14 14 15 -17 -18
leaf_value=-0.0070337691341664831 0.0058815909375404176 0.0033207967700408284 0.0021032291661288597 0.0049113037692404887 0.0040190554147008489 -0.0072638594936998953 0.0096723813274533187 0.0078549917678289692 0.0057163263725609117 0.0020906139168243311 0.00025104383616451166 -0.0038597370239833334 -0.0028051659417761264 0.0017351048987036752 -0.0019988308857328643 0.0019328016831885609 0.0079106261408825925
leaf_weight=72 80 58 79 59 61 60 52 95 69 87 97 65 60 60 209 1008 55
leaf_count=72 80 58 79 59 61 60 52 95 69 87 97 65 60 60 209 1008 55
internal_value=0 -0.00240022 0.00193475 4.43516e-05 -0.00103245 -0.00255176 0.00226098 0.00457609 0.00186628 0.00493988 0.00280607 -0.000575911 0.00157263 0.0017614 0.00155518 0.00125613 0.00470424
internal_weight=0 130 2196 324 265 204 1872 272 1600 139 177 144 1461 1401 1332 1217 115
internal_count=2326 130 2196 324 265 204 1872 272 1600 139 177 144 1461 1401 1332 1217 115
is_linear=0
shrinkage=0.16829


Tree=9169
num_leaves=18
num_cat=0
split_feature=4 2 2 13 14 13 2 4 12 2 4 13 12 13 2 1429 12
split_gain=5.29721 1.49271 0.930344 0.612084 0.573755 0.367128 0.273779 0.246471 0.236285 0.228855 0.196747 0.152889 0.120436 0.117979 0.097396 0.0968802 0.0749232
threshold=0.30163500000000004 0.11353000000000001 -0.0050599999999999994 -0.14179999999999995 0.062655000000000016 -0.061199999999999991 0.097070000000000004 -0.38908499999999996 0.082165000000000016 0.13290500000000002 -0.013929999999999998 -0.15714499999999998 0.09202500000000001 0.0049200000000000008 0.11556500000000001 0.084770000000000012 -0.013764999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 11 7 -4 10 -5 -8 -2 -10 -14 -7 16 -9
right_child=5 3 4 9 -6 14 8 15 12 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.00039548125142032113 0.00020223640879181264 0.00016035620700350264 0.0010074870136990573 0.0006710063039548341 0.0010663463765431987 0.00043186731175495519 0.00069422416516354583 0.00090943422213787947 0.00087473863084536251 0.00042139061614858203 0.0004099582441386483 -3.0969354711605209e-05 0.00061984768865000028 0.0008076102306285982 0.00023843206809923649 0.00065832879654673657 0.00077727918234272975
leaf_weight=73 61 52 53 101 72 64 53 52 56 68 55 61 97 62 53 76 1217
leaf_count=73 61 52 53 101 72 64 53 52 56 68 55 61 97 62 53 76 1217
internal_value=0 0.000731223 0.000761625 0.000474367 0.000776513 0.00021238 0.000764367 0.000784531 0.000676981 0.000570778 0.000549785 8.53448e-05 0.000740711 0.000693285 0.000344544 0.00077572 0.000782722
internal_weight=0 2087 1866 221 1793 239 1721 1398 323 169 108 122 215 159 117 1345 1269
internal_count=2326 2087 1866 221 1793 239 1721 1398 323 169 108 122 215 159 117 1345 1269
is_linear=0
shrinkage=0.0032998


Tree=9170
num_leaves=27
num_cat=0
split_feature=48 1 1 151 1 1 15 124 0 0 403 402 2 15 2 133 15 2 15 160 160 15 0 2 133 0
split_gain=0.0856897 0.0885934 0.0899914 0.0890609 0.108456 0.101087 0.136525 0.0865958 0.148508 0.0581362 0.161475 0.109515 0.070049 0.0669309 0.0656974 0.0882165 0.0533171 0.0630935 0.0446131 0.0417782 0.079477 0.0441579 0.0649001 0.0361121 0.0236335 0.0151459
threshold=-0.088899999999999993 0.10538500000000002 0.10220000000000001 -0.0056149999999999993 0.11695500000000002 0.11507500000000002 -0.071614999999999984 -1.0000000180025095e-35 -0.040094999999999992 -0.086544999999999997 -0.012955 0.086595000000000019 0.087610000000000007 -1.0000000180025095e-35 0.11144000000000001 0.0035300000000000006 0.084855000000000014 0.084360000000000004 0.089050000000000004 0.051820000000000005 0.097395000000000023 -0.10556999999999998 -0.088709999999999983 0.13459500000000005 -0.0097699999999999992 -0.054759999999999996
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 2 9 4 -3 6 -5 -7 23 10 13 12 16 -2 15 -14 17 -11 -13 21 -21 -12 -23 -9 -18 -16
right_child=1 3 -4 5 -6 7 -8 8 -10 11 19 18 14 -15 25 -17 24 -19 -20 20 -22 22 -24 -25 -26 -27
leaf_value=0.008812784436453636 -0.00045211022987449371 0.0091141135909677349 0.0088652024771622272 -8.4012550165128578e-05 -0.0012488703577894081 0.0065470778327752135 -0.011369949019472376 0.003875684210740033 -0.0085524935881044033 0.0033190860727509365 0.0047987380648744984 0.010465160104877995 -0.0025976009228198108 -0.0086885204531340684 0.0025545529134038602 0.0022672011941516717 0.00015914380293709151 0.0096347967929776377 0.0041649541666316505 0.0090071191263677106 0.00048003588202143004 -0.00097950280932321493 0.0042936766155474097 -0.0013865520095096375 0.0035820784987122731 0.0063984481443501535
leaf_weight=53 54 59 61 67 55 55 56 90 54 100 86 71 186 59 57 244 88 83 60 65 60 234 92 62 169 64
leaf_count=53 54 59 61 67 55 55 56 90 54 100 86 71 186 59 57 244 88 83 60 65 60 234 92 62 169 64
internal_value=0 0.00195879 0.00249958 -2.8108e-05 0.00409867 -0.00125792 -0.00523693 0.000610358 -0.000965968 0.00227943 0.00100882 0.00301393 0.00240677 -0.00476844 0.00113784 0.000158713 0.00399173 0.00619341 0.00759328 0.00222787 0.00492849 0.00140414 0.000503123 0.00171743 0.00241701 0.00460254
internal_weight=0 2331 1833 498 114 384 123 261 206 1772 650 1122 991 113 551 430 440 183 131 537 125 412 326 152 257 121
internal_count=2384 2331 1833 498 114 384 123 261 206 1772 650 1122 991 113 551 430 440 183 131 537 125 412 326 152 257 121
is_linear=0
shrinkage=0.16829


Tree=9171
num_leaves=14
num_cat=0
split_feature=47 16 49 40 2 131 151 3 150 2 131 131 131
split_gain=0.0656746 0.0854464 0.060549 0.0601718 0.0620573 0.0505561 0.0543195 0.0550268 0.0480445 0.046378 0.0243467 0.0413268 0.0222161
threshold=0.11043500000000002 0.034535000000000003 -0.091004999999999989 -0.081369999999999984 -1.0000000180025095e-35 0.089915000000000009 -0.11633499999999998 -0.16802999999999998 0.087000000000000008 0.14461000000000004 0.098420000000000021 0.10954500000000002 0.11863000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 -5 6 -6 -8 -1 -9 -7 -12 -13
right_child=1 -3 3 4 5 10 7 9 -10 -11 11 12 -14
leaf_value=0.0082380155686790166 -0.0058634163797869673 0.0026754419433442709 0.0058779198532862269 -0.002857738787546991 0.0061650804542516492 0.0063338854349919635 0.0050811858699698533 0.0011630801525262964 0.0016607003989639289 -0.0037646721604032165 -0.0010446037044330332 0.007143191684113692 0.0022511768024610036
leaf_weight=76 71 62 96 86 66 85 99 1471 55 56 53 53 55
leaf_count=76 71 62 96 86 66 85 99 1471 55 56 53 53 55
internal_value=0 -0.00186939 0.00197261 0.0017544 0.00155793 0.0017548 0.00142541 0.00123192 0.00549026 0.000981187 0.00401308 0.00277665 0.00466852
internal_weight=0 133 2251 2120 2024 1938 1692 1626 131 1527 246 161 108
internal_count=2384 133 2251 2120 2024 1938 1692 1626 131 1527 246 161 108
is_linear=0
shrinkage=0.16829


Tree=9172
num_leaves=27
num_cat=0
split_feature=1 1 16 124 2 4 2 0 2 4 42 0 15 0 16 51 16 15 4 1213 4 42 0 2 130 1
split_gain=11.773 2.18127 1.68706 0.81512 0.725116 0.458821 0.44121 0.232765 0.215105 0.2039 0.188695 0.115109 0.113356 0.110983 0.332481 0.0972979 0.109986 0.0934454 0.0871783 0.0955758 0.0639139 0.0606801 0.0820549 0.0556777 0.0536254 0.0493028
threshold=0.10508500000000001 0.13075500000000004 0.12292000000000002 -0.083859999999999976 0.10515500000000001 0.50373500000000015 0.087610000000000007 -0.16802499999999995 0.064660000000000009 0.30163500000000004 0.11688500000000002 -0.090569999999999984 0.03981500000000001 -0.04478999999999999 0.27776000000000006 0.067785000000000012 -0.080029999999999976 1.0000000180025095e-35 -0.080874999999999989 -0.086554999999999979 -0.050564999999999992 0.083795000000000022 -0.090164999999999981 0.085505000000000012 0.088045000000000012 0.090670000000000014
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=3 2 4 -1 -2 -3 8 -8 11 -6 12 -5 13 24 -15 16 -14 21 19 -19 25 -10 -23 -21 -9 -13
right_child=1 5 -4 6 9 -7 7 10 17 -11 -12 20 15 14 -16 -17 -18 18 -20 23 -22 22 -24 -25 -26 -27
leaf_value=0.0011425027564049143 0.0012259488669738037 0.00081425324875770435 0.0015311974765601739 0.0013623096644584326 0.00072197575977120377 0.00048526423402313887 0.0012621695001997714 0.0015163476085789244 0.0016254012425598353 0.00095578195131082737 0.0013169164608040651 0.0015564184991288528 0.0014090389831174343 0.0011997448498846605 0.0015611112804169503 0.0016873353148173544 0.001575032288123315 0.0015169206764426551 0.0017857607877314211 0.0017085198941079382 0.0016079194031641329 0.0015953707804024408 0.0014046074676051443 0.0015725622579366204 0.0014176511714742897 0.0014401203455585469
leaf_weight=65 84 99 78 53 77 88 57 331 99 91 71 94 69 59 55 54 151 67 53 136 102 57 53 55 90 96
leaf_count=65 84 99 78 53 77 88 57 331 99 91 71 94 69 59 55 54 151 67 53 136 102 57 53 55 90 96
internal_value=0 0.00094482 0.00110632 0.00150772 0.000974676 0.000659623 0.00152088 0.0014707 0.00157519 0.00084883 0.00148416 0.00150977 0.0014988 0.00146963 0.0013744 0.00155562 0.00152313 0.00161853 0.0016567 0.00163005 0.00153641 0.00156156 0.00150378 0.00166955 0.00149533 0.00149784
internal_weight=0 517 330 1867 252 187 1802 937 865 168 880 345 809 535 114 274 220 520 311 258 292 209 110 191 421 190
internal_count=2384 517 330 1867 252 187 1802 937 865 168 880 345 809 535 114 274 220 520 311 258 292 209 110 191 421 190
is_linear=0
shrinkage=0.0032998


Tree=9173
num_leaves=13
num_cat=0
split_feature=1 0 16 40 2 160 481 1 16 43 11 43
split_gain=0.0713835 0.111903 0.176868 0.153873 0.0917131 0.0677329 0.0569052 0.0604776 0.0553012 0.0454865 0.116139 0.078354
threshold=0.11392000000000001 -0.11169999999999998 0.059920000000000008 -0.041534999999999996 -0.013254999999999998 -0.54512499999999997 -0.084744999999999987 0.10471500000000002 -0.019749999999999993 -0.46848499999999998 0.077415000000000012 -0.14839499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 -7 9 -9 -8 11 -11
right_child=1 2 -4 -5 5 6 7 8 -10 10 -12 -13
leaf_value=0.0096919603295090063 0.0054997496438416562 0.0014672313848962909 0.0045118282587463818 -0.0090455174959613079 0.0085033507993704655 -0.0013797519585964128 -0.0013834886837311585 0.0027098602270194502 -0.0036077802028556616 0.0084835499520447468 0.0099436208743959986 0.0027072564452664482
leaf_weight=56 88 66 90 97 57 96 61 81 76 70 71 1475
leaf_count=56 88 66 90 97 57 96 61 81 76 70 71 1475
internal_value=0 0.000326279 -0.00146609 -0.0047778 0.00296258 0.00277202 0.00260182 0.00281121 -0.000336917 0.00310701 0.00327763 0.00297013
internal_weight=0 341 253 163 2043 1987 1930 1834 157 1677 1616 1545
internal_count=2384 341 253 163 2043 1987 1930 1834 157 1677 1616 1545
is_linear=0
shrinkage=0.16829


Tree=9174
num_leaves=17
num_cat=0
split_feature=2 2 2 16 10 16 52 15 2 15 160 14 16 13 52 2
split_gain=5.05573 2.14387 0.879416 0.79842 0.573991 0.567614 1.34861 0.372581 0.294106 0.162813 0.14705 0.140688 0.140168 0.121 0.0819276 0.102971
threshold=0.11693000000000002 -1.0000000180025095e-35 0.10527500000000002 -0.071629999999999985 -0.0079749999999999977 0.15737500000000001 0.044705000000000002 -0.082179999999999989 0.15227000000000004 -0.025694999999999999 -0.54512499999999997 0.062655000000000016 -0.17699999999999996 -0.07965499999999999 0.51358000000000004 0.087830000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 8 -1 6 -4 -5 13 -9 -3 12 -12 -2 15 -14
right_child=3 2 5 7 -6 -7 -8 9 -10 -11 11 -13 14 -15 -16 -17
leaf_value=0.00072825385187045091 0.00026837626452044127 0.0011194026884800245 0.00036370529194950296 0.00038903345742690457 0.00029602864188511726 0.00094276969502664202 0.00099157724554252142 0.00085636247827346646 8.2207375876550893e-05 0.00059401274360347284 0.00080695169538036622 0.0011009050259919194 0.0009718442253385895 0.00049257064453424185 0.00081873253035661417 0.00091285282773835921
leaf_weight=61 53 54 94 55 75 91 62 53 54 53 92 60 836 54 60 577
leaf_count=61 53 54 94 55 75 91 62 53 54 53 92 60 836 54 60 577
internal_value=0 0.000891115 0.00091941 0.000446288 0.000490153 0.000734934 0.00061347 0.00061079 0.000281568 0.00072552 0.000946527 0.000940761 0.000934599 0.00038185 0.000942547 0.00094778
internal_weight=0 2062 1926 322 136 247 156 161 161 106 1679 1625 1565 107 1473 1413
internal_count=2384 2062 1926 322 136 247 156 161 161 106 1679 1625 1565 107 1473 1413
is_linear=0
shrinkage=0.0032998


Tree=9175
num_leaves=13
num_cat=0
split_feature=41 149 133 402 401 49 41 15 39 0 42 0
split_gain=0.0917302 0.0936167 0.068643 0.0725644 0.142466 0.0726882 0.0592069 0.0589501 0.0504502 0.0669077 0.0493398 0.0354148
threshold=0.088180000000000008 0.077335000000000015 -0.13082499999999997 0.039875000000000008 0.084055000000000019 0.10969000000000002 1.0000000180025095e-35 0.085225000000000009 0.099745000000000014 0.053930000000000006 -0.025789999999999997 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 6 8 10 9 -4 -1 -7
right_child=-2 -3 3 4 -6 11 -8 -9 -10 -11 -12 -13
leaf_value=-0.00054770121706914764 -0.0040579436380019989 0.0089637745636200993 0.0025468622627526868 -0.0052606509063785993 0.0042630665717919274 0.0022235398467699108 0.0084555904203601762 0.0084383218002437536 -0.0019449340748023329 0.0068499055609413783 0.0058921328895729045 -0.0029533644502586377
leaf_weight=61 58 66 1409 100 80 61 52 97 64 111 74 96
leaf_count=61 58 66 1409 100 80 61 52 97 64 111 74 96
internal_value=0 0.00270775 0.00251968 0.00219613 -0.00101791 0.0025198 0.002852 0.00526347 0.00266691 0.00286228 0.00296897 -0.000930513
internal_weight=0 2271 2205 1973 180 1793 1636 232 1584 1520 135 157
internal_count=2329 2271 2205 1973 180 1793 1636 232 1584 1520 135 157
is_linear=0
shrinkage=0.16829


Tree=9176
num_leaves=22
num_cat=0
split_feature=1 12 3 4 4 11 2 1 1 12 13 3 12 11 12 0 12 49 0 0 13
split_gain=4.0959 0.648801 0.557218 0.370505 0.346111 0.344627 0.281943 0.248832 0.211283 0.169383 0.16895 0.125698 0.127677 0.117472 0.110267 0.0821938 0.204227 0.0794351 0.0468884 0.0561125 0.0420563
threshold=0.109225 -0.011819999999999999 -0.06340999999999998 0.10440500000000001 0.27287000000000006 1.0000000180025095e-35 0.09857500000000001 0.094750000000000015 0.14262000000000002 -0.088294999999999985 -0.011269999999999997 -0.086264999999999994 0.094545000000000018 0.086080000000000018 0.090465000000000004 -0.11208499999999998 0.083325000000000024 0.10101500000000001 -0.078759999999999983 -0.076539999999999983 0.064420000000000019
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 7 3 -2 5 6 14 -1 9 -4 -11 -8 -13 -7 15 -3 -17 -14 20 -20 -16
right_child=2 4 8 -5 -6 13 11 -9 -10 10 -12 12 17 -15 18 16 -18 -19 19 -21 -22
leaf_value=0.00070832951723110305 0.00078401090354028894 0.00073992193434499747 0.00055425562543599631 0.00042419999631480691 0.00054119856001779364 0.001088263963894192 0.00055516267009412645 0.00041746260550625707 0.00018765664582055149 0.00023639241323239419 0.00045312789331376004 0.00084574482141713564 0.00073773447287424538 0.00087334770915033623 0.00076694263298774507 0.00099692329728863103 0.00083189756517217269 0.0005788209350428723 0.00089171411213064694 0.00077281766451862228 0.00065496001143757615
leaf_weight=64 64 85 55 62 54 61 52 66 72 83 76 81 102 56 156 95 715 56 69 150 55
leaf_count=64 64 85 55 62 54 61 52 66 72 83 76 81 102 56 156 95 715 56 69 150 55
internal_value=0 0.000786902 0.000424046 0.000607241 0.000803322 0.000811469 0.000798833 0.00056093 0.000343214 0.000395387 0.000340211 0.000704957 0.0007374 0.000985699 0.000819423 0.000840758 0.000851296 0.000681634 0.000774936 0.000810439 0.00073792
internal_weight=0 1917 412 126 1787 1733 1616 130 286 214 159 291 239 117 1325 895 810 158 430 219 211
internal_count=2329 1917 412 126 1787 1733 1616 130 286 214 159 291 239 117 1325 895 810 158 430 219 211
is_linear=0
shrinkage=0.0032998


Tree=9177
num_leaves=12
num_cat=0
split_feature=11 9 1 149 15 3 42 474 15 51 4
split_gain=0.0901594 0.0827252 0.168258 0.0870117 0.0898883 0.0955801 0.0769675 0.0634992 0.0664382 0.0632334 0.0544282
threshold=0.096215000000000009 -0.079919999999999977 0.14123000000000005 0.07770500000000001 0.0056700000000000006 -0.12077499999999998 0.11108000000000003 0.10008000000000002 -0.045404999999999994 0.045645000000000005 -0.031874999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 -3 10 -7
right_child=-2 2 -4 -5 5 9 -8 -9 -10 -11 -12
leaf_value=0.0089068557169181377 -0.0041766393259225904 0.0027885298231523086 -0.0051655892819266339 0.0097494305729865696 0.010617459685591146 0.0035400075366974282 -0.0038978830792787741 0.0072114663048859747 9.1723934217752497e-06 0.0084017255423633856 -0.001849913474470769
leaf_weight=62 53 702 75 52 59 694 63 66 375 71 57
leaf_count=62 53 702 75 52 59 694 63 66 375 71 57
internal_value=0 0.00283155 0.00266061 0.00293586 0.00276523 0.0040591 0.00181855 0.0021352 0.00182246 0.00358618 0.00312853
internal_weight=0 2276 2214 2139 2087 881 1206 1143 1077 822 751
internal_count=2329 2276 2214 2139 2087 881 1206 1143 1077 822 751
is_linear=0
shrinkage=0.16829


Tree=9178
num_leaves=10
num_cat=0
split_feature=3 3 9 9 3 1452 1429 43 13
split_gain=0.0728044 0.11103 0.0762428 0.0647785 0.0571901 0.0914397 0.095602 0.0689883 0.0522598
threshold=-0.23303499999999996 -0.15315499999999996 0.085555000000000006 -0.079919999999999977 0.11745500000000002 0.091225000000000014 0.085435000000000011 -0.011154999999999998 -0.062109999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -6
right_child=1 2 -4 4 8 -7 -8 -9 -10
leaf_value=0.006950915894110816 -0.0039246032604282818 0.0076124896672710987 0.0084083931750333143 0.0013745503867357578 0.0012328343344272397 0.0088429969586213669 -0.0036926229614517169 0.0035296175245811685 -0.0052291512800490625
leaf_weight=89 85 59 56 1043 93 57 80 710 57
leaf_count=89 85 59 56 1043 93 57 80 710 57
internal_value=0 0.00203345 0.00226929 0.00210464 0.00194447 0.00219583 0.00198815 0.00224842 -0.00121074
internal_weight=0 2240 2155 2099 2040 1890 1833 1753 150
internal_count=2329 2240 2155 2099 2040 1890 1833 1753 150
is_linear=0
shrinkage=0.16829


Tree=9179
num_leaves=26
num_cat=0
split_feature=1 52 15 3 1 52 3 0 1 0 0 16 16 15 0 130 42 52 16 3 130 42 3 3 0
split_gain=2.42262 0.385415 0.334653 0.335486 0.256033 0.396718 0.368213 0.182192 0.157711 0.160601 0.165751 0.144989 0.11263 0.0971602 0.124853 0.0969511 0.0692906 0.0650342 0.062615 0.0476166 0.0455462 0.058727 0.0524344 0.0246958 0.0232412
threshold=0.109225 -0.23818999999999999 0.029300000000000003 -0.14818499999999998 0.096035000000000023 -0.092059999999999989 -0.12077499999999998 -0.087344999999999992 0.13686500000000004 -0.082654999999999992 -0.053259999999999995 -0.089834999999999984 -0.10346499999999999 -0.14820999999999998 -0.10566999999999999 0.094540000000000013 0.097535000000000011 0.11297500000000001 -0.41163499999999992 0.10924500000000002 0.087020000000000014 -0.0033799999999999998 -0.080884999999999985 -0.091869999999999993 -0.077809999999999976
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=2 -2 4 -4 6 -6 -1 12 9 19 -11 -7 -5 -8 -15 16 -16 20 -10 -3 21 23 -23 -9 -19
right_child=1 8 3 7 5 11 13 17 18 10 -12 -13 -14 14 15 -17 -18 24 -20 -21 -22 22 -24 -25 -26
leaf_value=0.00033139260010975585 0.00054785780644794175 0.00014510722838725069 0.00086747449512026122 0.0005939850338729768 0.00063099434895020799 0.00041985168860597482 0.00070273930801656253 0.00070100812788629772 6.7353752291942422e-05 0.00049920377621231842 0.00025412123277953485 0.00019958631247416565 0.00080021672663435411 0.00044865136198613171 0.00060224671411561004 0.00043835997881506528 0.00047345594575793709 0.0005581247857381512 0.0002194403610543923 0.00028070314744717766 0.00050825726830490349 0.0005249986057105177 0.00061708418452055287 0.00061785295088299128 0.00046002145562332034
leaf_weight=78 53 64 53 52 63 67 58 65 57 62 60 65 71 98 508 52 53 53 63 53 72 152 137 151 69
leaf_count=78 53 64 53 52 63 67 58 65 57 62 60 65 71 98 508 52 53 53 63 53 72 152 137 151 69
internal_value=0 0.000284645 0.000563741 0.000611559 0.000523553 0.000415007 0.000548501 0.000595015 0.000245688 0.000294844 0.00037896 0.000311655 0.000713316 0.000570477 0.000559638 0.000577324 0.000590142 0.000574148 0.000147493 0.000206832 0.000589146 0.000600609 0.000568774 0.00064304 0.000502929
internal_weight=0 412 1917 875 1042 195 847 822 359 239 122 132 123 769 711 613 561 699 120 117 577 505 289 216 122
internal_count=2329 412 1917 875 1042 195 847 822 359 239 122 132 123 769 711 613 561 699 120 117 577 505 289 216 122
is_linear=0
shrinkage=0.0032998


Tree=9180
num_leaves=15
num_cat=0
split_feature=14 1 3 133 457 3 13 393 457 4 1 4 4 0
split_gain=0.135431 0.141397 0.139353 0.363823 0.0651466 0.0780289 0.0630044 0.0523103 0.0546141 0.0470202 0.0730543 0.0742103 0.0440354 0.036674
threshold=-1.0000000180025095e-35 0.13702500000000004 -0.092019999999999977 -0.031109999999999999 0.097135000000000013 0.11372500000000001 -0.0030199999999999997 0.084580000000000016 -0.087474999999999983 -0.040969999999999993 0.081005000000000008 -0.099704999999999974 0.043850000000000007 0.0037850000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 7 -1 8 -4 10 11 -5 -11 -10
right_child=1 -3 4 9 -6 -7 -8 -9 13 12 -12 -13 -14 -15
leaf_value=0.0036587223860760866 -0.011253276273472826 -0.0047911188062573426 0.0071758950200347003 -0.0043531375179463221 0.0079052259752874238 -0.0028010935244579512 0.011365764689728148 0.0071513140647064275 0.0024396882697893304 -0.0043081737935423544 0.0064805840756209402 0.0045103661008735856 0.0021839510710341373 -0.0014394350413153923
leaf_weight=62 77 91 67 53 64 77 60 71 1404 59 98 54 59 72
leaf_count=62 77 91 67 53 64 77 60 71 1404 59 98 54 59 72
internal_value=0 0.00170106 0.00197604 -0.000855235 0.00262237 0.00242136 0.0074638 0.00267163 0.00246433 0.00161799 0.00316069 0.000103242 -0.00104689 0.00224925
internal_weight=0 2246 2155 400 1755 1691 122 1614 1543 323 205 107 118 1476
internal_count=2368 2246 2155 400 1755 1691 122 1614 1543 323 205 107 118 1476
is_linear=0
shrinkage=0.16829


Tree=9181
num_leaves=14
num_cat=0
split_feature=42 1 14 150 15 402 402 4 16 0 13 16 0
split_gain=0.119187 0.103468 0.0896773 0.0794308 0.101653 0.0615277 0.0889963 0.215874 0.0759243 0.0937212 0.0358591 0.0279342 0.0236513
threshold=0.11159000000000001 0.090475000000000014 -1.0000000180025095e-35 0.11819500000000001 -0.42075999999999997 0.11320500000000001 0.039875000000000008 -0.083354999999999985 -0.53299999999999992 -0.14822499999999997 -0.0030199999999999997 -0.073494999999999991 -0.089044999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 10 4 -4 6 8 -8 -6 -10 -1 -2 -9
right_child=1 -3 3 -5 5 -7 7 12 9 -11 -12 -13 -14
leaf_value=0.0034139207949835573 0.0036025906068245803 -0.006957514217578703 -0.0048038630645293335 0.0076153932283454387 -0.0043406976452125103 0.0063283174466127346 -0.010283297779233898 -5.6942214932883713e-07 0.0071783247950098243 0.0018522349101565082 0.0095468119194260809 -0.0015530122023165189 0.0049518447083178032
leaf_weight=52 56 80 68 64 52 82 59 56 100 1525 59 63 52
leaf_count=52 56 80 68 64 52 82 59 56 100 1525 59 63 52
internal_value=0 -0.00227485 0.00202469 0.00177219 0.00158374 0.0018102 0.00160831 -0.00209132 0.0019778 0.0021811 0.00668993 0.000858057 0.00236729
internal_weight=0 199 2169 2058 1994 1926 1844 167 1677 1625 111 119 108
internal_count=2368 199 2169 2058 1994 1926 1844 167 1677 1625 111 119 108
is_linear=0
shrinkage=0.16829


Tree=9182
num_leaves=28
num_cat=0
split_feature=43 16 403 43 13 157 401 128 13 13 1 43 16 43 43 49 49 52 13 42 52 16 1 43 42 52 42
split_gain=0.0975843 0.199103 0.116044 0.0885834 0.103967 0.111677 0.0730318 0.07393 0.0661543 0.0623595 0.066394 0.0533146 0.0521821 0.112477 0.0451612 0.0443093 0.042077 0.0420244 0.0347769 0.030957 0.0279363 0.0365852 0.0246011 0.024468 0.0242822 0.0211017 0.0190755
threshold=0.0032700000000000003 -0.4058199999999999 -0.081664999999999988 -0.039409999999999994 -0.079299999999999995 -0.08107499999999998 0.084055000000000019 1.0000000180025095e-35 -0.082594999999999988 -0.39451999999999993 0.11249000000000002 -0.085349999999999995 0.25032500000000008 -0.23919999999999997 -0.023454999999999997 -0.008964999999999999 0.047620000000000003 -0.015069999999999998 -0.099939999999999987 0.08975000000000001 0.095040000000000027 -0.011694999999999999 0.09166500000000001 -0.081694999999999976 -0.049279999999999997 0.091080000000000008 0.089485000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 8 -6 7 12 11 -5 14 15 13 -7 -11 -1 20 23 -4 -10 21 -16 24 -13 -20 -19 -26
right_child=1 2 18 9 5 6 -8 -9 19 10 -12 17 -14 -15 16 -17 -18 25 22 -21 -22 -23 -24 -25 26 -27 -28
leaf_value=0.001486159829538617 -0.010171232351786868 -0.0067064509689360504 0.0053459882090224281 -0.0017235464628374397 -0.0072652847493605566 0.0070653085950428277 0.0061951195745571447 0.0045522982020408612 0.0093533731445930579 0.0077771352980503996 0.0080462292593417896 -0.0047286287732196163 -0.0047173479413418953 -0.0013394124977607366 0.0037054981768375097 0.0078186048545942181 0.0064361170815214353 0.0043078002176933049 0.0022268228658348377 0.003549861343721249 -0.0012657571912190002 0.00055235350934072888 0.0041382610503818279 0.00035636526463595733 -0.0036563387405246458 -3.6998184937727608e-05 0.00053375441230676826
leaf_weight=66 57 54 61 65 61 52 54 77 55 54 88 54 90 339 293 61 74 69 85 52 60 164 52 52 59 57 63
leaf_count=66 57 54 61 65 61 52 54 77 55 54 88 54 90 339 293 61 74 69 85 52 60 164 52 52 59 57 63
internal_value=0 -0.000904497 0.00050301 0.00189284 0.000938024 -0.000397546 0.000284048 -0.000284772 0.00287072 0.00325341 0.0036972 0.00176917 -0.00106284 -0.000217054 0.00310106 0.00454187 0.00267076 0.000243611 0.00172522 0.00654977 0.00212834 0.00257789 0.000865516 -0.00221715 3.4698e-05 0.00232804 -0.00147788
internal_weight=0 431 374 1937 1139 673 612 558 466 798 733 359 481 391 645 127 591 232 320 107 517 457 259 106 207 126 122
internal_count=2368 431 374 1937 1139 673 612 558 466 798 733 359 481 391 645 127 591 232 320 107 517 457 259 106 207 126 122
is_linear=0
shrinkage=0.16829


Tree=9183
num_leaves=16
num_cat=0
split_feature=4 12 13 42 14 0 42 15 13 4 13 42 42 42 15
split_gain=5.43929 2.48931 0.844814 0.564178 0.455598 0.4522 0.429405 0.424695 0.378898 0.271697 0.194034 0.19361 0.186611 0.03394 0.0275109
threshold=0.30163500000000004 -0.011819999999999999 -0.23438999999999996 0.11929000000000002 0.019675000000000002 -0.11208499999999998 -0.0043149999999999994 -0.10556999999999998 -0.17933499999999997 0.020345000000000005 0.031740000000000011 0.081180000000000016 0.091090000000000018 0.08486500000000001 -0.42759999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 7 -1 -4 -2 10 -7 -8 14 -11 -10
right_child=8 2 3 -5 -6 9 11 -9 12 13 -12 -13 -14 -15 -16
leaf_value=0.00062571166802150046 -1.9031838103906592e-05 0.00037517992509238714 0.00084952234426019914 0.00054433327395685951 0.0010846434180288424 0.00085040749949581132 0.00019937125954261198 0.0004696364434134983 0.00043348106276588477 0.00064296349814323465 0.00074192564961667441 0.00045475457241162968 0.00016270537673875984 0.00073879756706935124 0.00032922134775766802
leaf_weight=64 52 53 53 91 65 1172 85 83 55 80 219 53 71 106 66
leaf_count=64 52 53 53 91 65 1172 85 83 55 80 219 53 71 106 66
internal_value=0 0.000750619 0.000787261 0.000798928 0.000811938 0.00080157 0.000401805 0.000617939 0.000230196 0.000817384 0.000833353 0.000297709 0.000297878 0.000697768 0.000376903
internal_weight=0 2124 1922 1869 1778 1713 202 136 244 1577 1391 138 192 186 121
internal_count=2368 2124 1922 1869 1778 1713 202 136 244 1577 1391 138 192 186 121
is_linear=0
shrinkage=0.0032998


Tree=9184
num_leaves=26
num_cat=0
split_feature=12 12 131 12 10 16 51 15 43 43 15 49 151 16 15 50 51 16 1456 12 48 15 12 15 16
split_gain=1.74198 0.622259 0.382233 0.296842 0.296146 0.227471 0.1902 0.186457 0.154959 0.150621 0.128261 0.124694 0.147996 0.18838 0.265409 0.0805689 0.0759438 0.145297 0.0570299 0.0535326 0.0401167 0.0397581 0.0288979 0.0260533 0.00271274
threshold=0.077755000000000005 0.13820000000000002 0.082070000000000018 0.092495000000000008 -1.0000000180025095e-35 -0.24900499999999998 0.097530000000000019 0.016500000000000004 0.0035900000000000007 0.066010000000000013 -0.025694999999999999 0.082865000000000008 -0.080234999999999987 0.07277500000000002 -0.043644999999999996 0.10583000000000002 -0.21463999999999997 0.0086100000000000013 -0.085449999999999984 0.091545000000000015 0.090390000000000012 0.101705 0.10055500000000002 0.088965000000000002 -0.08595499999999999
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=2 3 4 6 -1 -5 8 11 15 -10 16 12 -6 14 -14 18 -7 24 -2 -20 -13 22 23 -12 -18
right_child=1 -3 -4 5 7 10 -8 -9 9 -11 21 20 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00024780953602351251 0.00056492195676664759 0.00029921133371501137 0.00019689524176386052 0.00038786305465714216 0.00055898674830377217 0.00063270092770015903 0.00087023996050311289 0.0006668906231828062 0.00042775889560826949 0.00065006173723791791 0.00059200410637544549 0.00062461011478401655 0.00041654646759547374 0.00056473345092832353 0.00014490261106894805 0.00079785116819783503 0.00060749042450913403 0.0003784338424302696 0.00069076529377480492 0.00057735152788621839 0.00049177662159215164 0.00058949529489186103 0.0007328308020366352 0.00068108738579559819 0.00055564822891860093
leaf_weight=66 52 60 70 58 75 81 54 55 55 89 67 55 147 54 54 66 53 62 659 53 53 100 69 109 52
leaf_count=66 52 60 70 58 75 81 54 55 55 89 67 55 147 54 54 66 53 62 659 53 53 100 69 109 52
internal_value=0 0.000630509 0.000427652 0.000642327 0.000456486 0.000586786 0.000677466 0.00048435 0.000666742 0.000565399 0.000606183 0.000461348 0.000429037 0.000390679 0.000343743 0.000684282 0.000548016 0.000506731 0.000674425 0.000682372 0.00055975 0.000647894 0.000671586 0.000647375 0.000582152
internal_weight=0 1739 629 1679 559 651 1028 493 974 144 593 438 330 255 201 830 248 167 764 712 108 345 245 176 105
internal_count=2368 1739 629 1679 559 651 1028 493 974 144 593 438 330 255 201 830 248 167 764 712 108 345 245 176 105
is_linear=0
shrinkage=0.0032998


Tree=9185
num_leaves=20
num_cat=0
split_feature=1 52 11 47 15 10 124 1 42 0 15 43 42 1 1209 15 42 52 0
split_gain=4.63643 1.04933 0.511938 0.394999 0.304177 0.235767 0.22741 0.194421 0.135728 0.143399 0.0983929 0.0978938 0.076768 0.0715256 0.0693249 0.0625995 0.0398156 0.0644739 0.0365019
threshold=0.10335000000000001 -0.41304999999999997 1.0000000180025095e-35 0.078345000000000012 0.029300000000000003 -1.0000000180025095e-35 -0.082254999999999981 0.11771500000000001 0.11819500000000001 -0.10490499999999998 -0.075694999999999985 -0.072864999999999985 -0.091214999999999977 0.083555000000000018 0.087355000000000002 -0.048699999999999993 -0.13662499999999997 0.083750000000000005 -0.066264999999999991
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 6 5 -4 -3 -1 -5 9 13 11 -7 16 -8 15 -14 -11 -18 -13
right_child=1 3 4 7 -6 10 8 -9 -10 12 -12 18 14 -15 -16 -17 17 -19 -20
leaf_value=0.00069250466344536964 0.00097703855784087197 0.00029102541953539968 0.00096612402164302283 0.00083517281109761693 0.0013158803753861245 0.00035818670010283478 0.00088857952944328014 0.00057108386617074885 0.00076791426065454642 0.00092344584475901605 0.0005927776644421189 0.00046556024580198039 0.00090646149297079115 0.00073988530044550086 0.00083648190226811854 0.00096231226051104275 0.00074352573796732037 0.00090692454672234245 0.00058413497937743954
leaf_weight=55 62 70 57 52 54 67 81 77 72 85 97 72 346 71 74 782 59 55 54
leaf_count=55 62 70 57 52 54 67 81 77 72 85 97 72 346 71 74 782 59 55 54
internal_value=0 0.000571976 0.000918316 0.000520546 0.00113659 0.000464095 0.000903873 0.000677811 0.000911005 0.000917617 0.000505749 0.000461827 0.000928252 0.000819355 0.000938547 0.000945212 0.000865891 0.000822668 0.000516658
internal_weight=0 551 1791 489 111 360 1680 129 1625 1553 290 193 1401 152 1202 1128 199 114 126
internal_count=2342 551 1791 489 111 360 1680 129 1625 1553 290 193 1401 152 1202 1128 199 114 126
is_linear=0
shrinkage=0.0032998


Tree=9186
num_leaves=19
num_cat=0
split_feature=11 2 9 49 16 52 16 52 52 12 1447 0 3 47 2 2 0 16
split_gain=0.0984779 0.104858 0.0799243 0.073753 0.144734 0.0761717 0.0702066 0.0697196 0.143794 0.136161 0.104051 0.0849514 0.114608 0.0729727 0.0848678 0.0644382 0.0279902 0.017128
threshold=0.079915000000000014 0.097145000000000023 -1.0000000180025095e-35 -0.015064999999999999 -0.073494999999999991 -0.089014999999999983 -0.44470499999999996 -0.067394999999999983 -0.011499999999999998 0.084115000000000009 -0.085539999999999991 0.0060900000000000008 0.11745500000000002 0.083875000000000019 0.084995000000000015 0.11043500000000002 -0.087344999999999992 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 -4 13 9 -9 -10 12 -12 14 -5 16 -16 -7
right_child=1 -3 3 7 5 17 -8 8 10 -11 11 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0026039536716538445 0.013068425451782136 0.0038099538165833695 0.00022536419275086172 -0.0056394073477219649 0.0091821269248915077 0.0040065001940369077 -0.0071686813188213301 0.015094277825621217 -0.0028036722837083642 0.0045299778820723077 0.0040258542219005133 0.0098338227340632502 -0.0032967237880391926 0.0063256248591341295 0.00027579478567406546 -0.0022761323348499418 0.0045712038850062031 0
leaf_weight=70 58 88 80 52 56 52 66 63 68 78 1041 66 64 78 62 81 147 72
leaf_count=70 58 88 80 52 56 52 66 63 68 78 1041 66 64 78 62 81 147 72
internal_value=0 0.00750028 0.00297717 0.00316177 0.000825474 0.00402338 -0.00310484 0.0035839 0.00416259 0.00926294 0.00358072 0.00395299 0.00360012 0.00167821 0.000613023 0.00174034 0.00330556 0.00167913
internal_weight=0 146 2196 2126 326 180 146 1800 1380 141 1239 1171 1105 420 342 290 209 124
internal_count=2342 146 2196 2126 326 180 146 1800 1380 141 1239 1171 1105 420 342 290 209 124
is_linear=0
shrinkage=0.16829


Tree=9187
num_leaves=15
num_cat=0
split_feature=1211 2 10 2 1 1 1203 1213 1211 1 4 4 42 1
split_gain=0.0695213 0.0685969 0.105029 0.0726413 0.0840007 0.0684376 0.0609758 0.0490656 0.0477406 0.0385297 0.071192 0.0333169 0.0299533 0.0338233
threshold=0.077345000000000011 -0.14847999999999997 -0.014199999999999999 0.14983000000000005 0.10335000000000001 0.091900000000000023 0.085685000000000011 -0.12077499999999998 0.11088500000000003 0.10647000000000001 -0.039459999999999995 0.055260000000000011 0.090375000000000025 0.096190000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -2 -6 -11 -12 13 -7
right_child=8 2 3 -5 9 12 -8 -9 -10 10 11 -13 -14 -15
leaf_value=0.0084724673635386445 0.0088271861038278047 -0.0039793851154400857 -0.0018686910474378061 0.0087125728537474322 -0.003986544425646367 0.0073226143822963975 0.0076419849525889818 0.0025211534228432608 0.0024253157109410655 0.0057775117392922003 -0.0032722429523583847 0.00080280162692607487 0.0084818771054057576 0.0018251561020297005
leaf_weight=53 86 72 76 53 53 57 63 1263 55 68 77 216 76 74
leaf_count=53 86 72 76 53 53 57 63 1263 55 68 77 216 76 74
internal_value=0 0.00247852 0.00232979 0.00254947 0.00238711 0.00293729 0.0025133 0.00227065 0.00634274 0.000244516 0.000870674 -0.000261983 0.00580032 0.00423089
internal_weight=0 2201 2148 2076 2023 1609 1402 1339 141 414 361 293 207 131
internal_count=2342 2201 2148 2076 2023 1609 1402 1339 141 414 361 293 207 131
is_linear=0
shrinkage=0.16829


Tree=9188
num_leaves=20
num_cat=0
split_feature=11 10 16 3 42 3 12 482 16 42 4 1 49 4 403 12 4 1456 133
split_gain=0.0702739 0.066515 0.0571215 0.0440905 0.104979 0.102051 0.10395 0.088143 0.0805704 0.0715063 0.064301 0.0649993 0.100381 0.0930807 0.0435586 0.0699079 0.0426431 0.0271227 0.0483799
threshold=0.079915000000000014 -0.014199999999999999 0.25155500000000003 -0.088714999999999988 0.087970000000000007 -0.082844999999999988 0.089835000000000012 0.097035000000000024 0.057675000000000011 0.087075000000000014 -0.38908499999999996 0.10335000000000001 -0.07107999999999999 0.056640000000000003 -0.036149999999999995 0.087805000000000008 -0.086179999999999993 0.04871000000000001 0.085980000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 8 6 9 10 14 17 -7 12 -12 -13 16 -16 -3 18 -5
right_child=2 3 -4 5 -6 7 -8 -9 -10 -11 11 13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0031142446024435503 0.0087039961162059185 0.0012178242070520668 0.0019261243541321203 0.0057924584943902296 0.0073498111719654535 0.0067441028778779371 0.010178301391297273 0.0077233916014310079 -0.0066104698312991535 -0.0011120396146386254 0.0079877866241132855 -0.0042580190365053786 0.0014934000290273625 0.0014051572704671489 0.0055301548199858646 -0.0011269590364371743 -0.0052446415790767843 0.0083604501489883253 -0.00022640179857346413
leaf_weight=69 84 58 62 122 56 64 85 69 52 72 74 129 779 226 90 88 57 52 54
leaf_count=69 84 58 62 122 56 64 85 69 52 72 74 129 779 226 90 88 57 52 54
internal_value=0 0.00201737 0.00583803 0.00218468 0.000589225 0.00255431 0.00497217 0.00185881 -0.000502938 0.00349111 0.00153927 0.00126203 0.00205891 -0.000647669 0.000574861 0.0022289 -0.00196969 0.00495262 0.00393555
internal_weight=0 2196 146 2127 401 1726 385 1341 345 300 1272 1208 853 355 293 178 115 228 176
internal_count=2342 2196 146 2127 401 1726 385 1341 345 300 1272 1208 853 355 293 178 115 228 176
is_linear=0
shrinkage=0.16829


Tree=9189
num_leaves=13
num_cat=0
split_feature=1211 456 2 10 2 1 0 12 123 12 1211 0
split_gain=0.0488442 0.0523416 0.0411174 0.0585673 0.0509349 0.059481 0.0756445 0.0678342 0.134139 0.0522488 0.0332348 0.021949
threshold=0.077345000000000011 -1.0000000180025095e-35 -0.14847999999999997 -0.086389999999999981 0.14983000000000005 0.10335000000000001 0.11026000000000001 -1.0000000180025095e-35 0.086935000000000026 -0.007389999999999999 0.11088500000000003 -0.050379999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 9 8 -7 -5 -2 -9
right_child=10 2 3 4 -6 7 -8 11 -10 -11 -12 -13
leaf_value=0.0068174089551436739 0.0069931286100951969 0.0062339139809140737 -0.0037412734021190813 0.0057349524541225536 0.006793914453158567 -0.0087188803340207156 0.0082360707337869408 0.0021858269687645066 0.0019138760025564001 0.0014559302106617919 0.0016466350990467684 -0.001067443232800431
leaf_weight=55 86 52 60 86 52 68 52 186 66 1439 55 85
leaf_count=55 86 52 60 86 52 68 52 186 66 1439 55 85
internal_value=0 0.00168148 0.00154902 0.00143182 0.0015853 0.00144774 0.00191513 -0.000367754 -0.00346844 0.00169842 0.00492036 0.0011588
internal_weight=0 2201 2146 2094 2034 1982 1577 405 134 1525 141 271
internal_count=2342 2201 2146 2094 2034 1982 1577 405 134 1525 141 271
is_linear=0
shrinkage=0.16829


Tree=9190
num_leaves=20
num_cat=0
split_feature=2 16 15 2 12 16 1427 16 1375 151 52 15 2 42 43 401 1212 402 52
split_gain=0.12896 0.107348 0.0973749 0.103667 0.0866568 0.0860794 0.0671563 0.0542863 0.0490556 0.0787871 0.0636627 0.0466952 0.0399104 0.0876794 0.0903821 0.034681 0.0417857 0.0541959 0.0198464
threshold=-0.0091949999999999983 -0.41863499999999992 0.0056700000000000006 0.15518000000000001 0.081810000000000008 -0.09391999999999999 0.083935000000000023 -0.41863499999999992 -0.082349999999999993 -0.08718999999999999 0.092175000000000021 -0.094924999999999995 0.088850000000000012 0.099455000000000002 -0.076834999999999987 0.093690000000000009 0.09352000000000002 -0.094749999999999987 -0.070529999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 -6 7 11 -9 18 -11 -2 15 14 -14 16 17 -7 -10
right_child=2 -3 4 -5 5 12 -8 8 9 10 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0026996744912894301 0.0010655179538717381 -0.0068473477042814441 0.0082790410228946523 0.008029520781641741 -0.0020474363517801672 0.00063596257853137375 0.0060073637590267355 -0.0049477053683777477 -0.0019353663032518477 0.0013347692112645928 -0.0024330755206078648 0.0073667826480520544 -0.0065705041728861434 0.0062888926431576148 0.0020452993628384533 0.0008326733463497511 0.00078336060396466147 0.0063893690849329415 -0.0065033919254601268
leaf_weight=52 95 92 85 55 98 56 61 57 59 719 154 52 52 71 102 78 65 291 52
leaf_count=52 95 92 85 55 98 56 61 57 59 719 154 52 52 71 102 78 65 291 52
internal_value=0 -0.00338734 0.00180713 0.000876528 0.00315647 0.00261869 0.000560106 0.000278895 -0.000146945 0.000129322 0.000668051 0.00330676 0.00326075 0.00139318 -0.000852267 0.00411465 0.00473163 0.00546604 -0.00409153
internal_weight=0 144 2202 1304 898 813 1249 1188 1041 984 873 147 715 225 154 490 412 347 111
internal_count=2346 144 2202 1304 898 813 1249 1188 1041 984 873 147 715 225 154 490 412 347 111
is_linear=0
shrinkage=0.16829


Tree=9191
num_leaves=24
num_cat=0
split_feature=15 47 9 3 1 1 1 1 1456 3 43 150 43 43 3 159 3 160 13 43 130 1213 43
split_gain=0.0805542 0.0956095 0.0609316 0.0706694 0.0756659 0.0604267 0.104324 0.0749139 0.0863754 0.0662731 0.0742673 0.0588057 0.0646688 0.0543481 0.0668183 0.0419664 0.0337621 0.0337809 0.0337404 0.0308958 0.0298377 0.0303839 0.0186268
threshold=0.0056700000000000006 0.13011000000000003 -0.013509999999999999 -0.15315499999999996 0.10234000000000001 0.088735000000000022 0.10638500000000002 0.079415000000000013 -0.077349999999999988 -0.029309999999999996 -0.070049999999999987 0.088135000000000005 -0.079199999999999979 -0.084674999999999986 -0.089199999999999988 -0.10154999999999999 0.0045450000000000013 -0.014774999999999998 -0.0041499999999999983 -0.0019149999999999998 0.006490000000000001 0.104315 -0.17922499999999997
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=1 2 -1 4 -4 7 11 8 -5 -8 -11 12 -7 14 22 -15 17 -17 20 -10 21 -19 -2
right_child=13 -3 3 5 -6 6 9 -9 19 10 -12 -13 -14 15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0053814161061865031 7.1268710446767377e-06 0.007534044721509303 -0.0087736204126447667 -0.0046022593859571283 -0.00034609188711229538 -0.0015999793832728723 0.0045197590917489695 0.0059744605514706782 0.0020643334358534655 -0.0062747444992738962 0.0011307562893200713 0.00050306548883666843 -0.0091408013264255468 -0.0010646307832496815 -0.0045254549995430359 0.0066470703267163464 0.00739349691609314 0.0032885351836350238 -0.00045613428143465381 -0.00097470921225203239 0.0070487217674949053 -0.0010353083689446177 0.0044241456340513826
leaf_weight=61 53 52 52 77 73 55 95 86 438 53 138 53 80 62 64 69 58 364 82 120 52 52 57
leaf_count=61 53 52 52 77 73 55 95 86 438 53 138 53 80 62 64 69 58 364 82 120 52 52 57
internal_value=0 0.000449162 0.000181088 -5.78694e-05 -0.00386632 0.000339 -0.0011349 0.00131047 0.000675978 0.000884126 -0.000914767 -0.00421596 -0.00608192 0.00247372 -0.000192425 0.0031039 0.00348831 0.0031195 0.00267368 0.00140756 0.00322591 0.00274374 0.00231228
internal_weight=0 1433 1381 1320 125 1195 474 721 635 286 191 188 135 913 174 739 677 619 550 558 468 416 110
internal_count=2346 1433 1381 1320 125 1195 474 721 635 286 191 188 135 913 174 739 677 619 550 558 468 416 110
is_linear=0
shrinkage=0.16829


Tree=9192
num_leaves=18
num_cat=0
split_feature=2 13 0 42 0 48 0 4 16 0 52 12 48 1 16 13 13
split_gain=0.0872888 0.283549 0.0718387 0.108274 0.094373 0.0664837 0.203607 0.0894215 0.0655587 0.0654044 0.0944592 0.109071 0.0597703 0.0667152 0.0583959 0.072011 0.030608
threshold=-0.0091949999999999983 -0.079149999999999984 -0.10891999999999999 1.0000000180025095e-35 -0.099329999999999988 0.092125000000000012 -0.061654999999999995 -0.50388999999999984 -0.0070899999999999991 -0.087614999999999985 0.093245000000000008 0.088125000000000023 0.084620000000000015 0.08592000000000001 -0.11180499999999999 0.053240000000000003 -0.071839999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -4 7 16 -6 12 10 11 -9 13 -2 -11 -16 -7
right_child=2 -3 4 -5 5 6 -8 9 -10 14 -12 -13 -14 -15 15 -17 -18
leaf_value=0.006933137411898594 -2.9537014160059625e-05 -0.0086038492631347122 0.0079002231929038765 -0.0054826163580470278 0.0077753153689713011 -0.00034884712407800184 -0.01043311695044462 8.6831411557836634e-05 -0.0042407023135121224 0.006979237480153987 0.0056201533500140873 -0.0080847284744901271 -0.001037415406871117 0.0074353306152725035 0.0023847018169084527 -0.0013067948393096359 0.0050540903656031769
leaf_weight=52 57 92 68 102 69 62 52 159 57 66 53 65 99 82 979 176 56
leaf_count=52 57 92 68 102 69 62 52 159 57 66 53 65 99 82 979 176 56
internal_value=0 -0.00298079 0.00129272 -0.00075373 0.00174383 0.00150178 -0.00165366 0.00184525 0.000875253 0.00157091 -0.000758989 -0.00227636 0.00210805 0.00436127 0.00210095 0.00182063 0.00220003
internal_weight=0 144 2202 397 1805 1737 170 1567 295 1498 277 224 238 139 1221 1155 118
internal_count=2346 144 2202 397 1805 1737 170 1567 295 1498 277 224 238 139 1221 1155 118
is_linear=0
shrinkage=0.16829


Tree=9193
num_leaves=21
num_cat=0
split_feature=4 16 0 0 4 474 0 43 482 12 457 4 12 42 51 15 42 52 12 52
split_gain=0.063279 0.0876714 0.115399 0.0747692 0.0696503 0.0695748 0.0642952 0.0544565 0.0676382 0.0590554 0.0764112 0.0874437 0.0472019 0.0529855 0.073336 0.0451392 0.0386077 0.028626 0.0239852 0.0224677
threshold=-0.021234999999999997 -0.48950499999999991 -0.14032999999999998 -0.029554999999999994 -0.016164999999999995 0.023345000000000001 0.047740000000000012 0.12203500000000002 0.078475000000000017 -0.092644999999999991 0.035070000000000011 0.046720000000000005 0.081810000000000008 0.10691000000000002 0.035765000000000012 0.11667500000000001 0.082115000000000007 0.10539000000000001 0.080120000000000011 -0.085464999999999985
decision_type=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 5 -3 12 -5 8 9 -6 11 -11 -1 14 15 17 -4 -14 -12 -8
right_child=1 4 16 6 7 -7 19 -9 -10 10 18 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0062782342459782228 -0.0010552772979445075 -0.0062778890594807181 0.0038027041496970981 -0.0059913379237717269 0.0049069880726422682 0.0073204981490930694 -0.0010138562824969892 -0.0041939173015099361 0.0050506799706971578 0.0017200724295106324 -0.0075173047470509452 -0.002423067545864575 0.0016350744364466 0.0051837758479885638 -0.0038234222795310389 -0.0027573416627590637 0.010300814253653076 0.0050414240883235144 -0.0024111215737058905 0.0032444143944099679
leaf_weight=66 95 59 54 57 56 74 88 92 72 343 52 249 504 102 77 59 52 82 55 58
leaf_count=66 95 59 54 57 56 74 88 92 72 343 52 249 504 102 77 59 52 82 55 58
internal_value=0 -1.18143e-05 0.00318775 0.00173476 -0.00067123 0.00235353 -0.00119483 -0.000309326 0.000120645 -0.000347125 -0.000770625 -1.95311e-05 0.00193853 0.00158875 0.00107838 0.00166634 0.00700741 0.0021148 -0.00490942 0.00066548
internal_weight=0 1179 201 1167 978 964 203 919 827 755 699 592 890 824 722 645 106 586 107 146
internal_count=2346 1179 201 1167 978 964 203 919 827 755 699 592 890 824 722 645 106 586 107 146
is_linear=0
shrinkage=0.16829


Tree=9194
num_leaves=21
num_cat=0
split_feature=2 13 48 48 0 0 156 475 12 51 12 2 0 15 2 2 12 13 4 13
split_gain=0.0603498 0.183168 0.0600123 0.0703565 0.060553 0.0597453 0.057604 0.0472973 0.0856616 0.0537991 0.0605842 0.144185 0.0542387 0.0451065 0.0431799 0.060367 0.0598269 0.0400799 0.0218841 0.017443
threshold=-0.0091949999999999983 -0.079149999999999984 0.13400000000000004 0.086950000000000013 -0.14822499999999997 -0.071719999999999992 0.098615000000000022 -0.08323499999999999 0.083995000000000014 0.11696500000000001 0.081810000000000008 0.093565000000000023 -0.087834999999999983 -0.072904999999999984 0.11266500000000002 0.14019000000000004 0.092550000000000007 -0.04917499999999999 -0.0083249999999999973 -0.035449999999999988
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 -1 3 5 -5 7 14 8 -2 10 11 -9 -12 18 16 -16 -7 -18 -6 -20
right_child=2 -3 -4 4 13 6 -8 9 -10 -11 12 -13 -14 -15 15 -17 17 -19 19 -21
leaf_value=0.0053413665949287089 -0.0073118651013685662 -0.0071431598854945341 0.0064766697929422093 -0.006624159662031867 0.0030577187899490056 0.0083659506831632521 -0.0011559461063074677 0.0091297256264396085 0.00097724376350677715 -0.0042019742356139691 -0.0013540791793444625 0.00034839491731695853 0.0014325774270513719 -0.0047709982240122916 -0.0012816110698481071 0.005986714914462378 -0.0003013321396341394 0.0058230128598292718 -0.0023413960026567701 0.001630065414448991
leaf_weight=52 57 92 54 55 72 99 80 86 92 54 275 139 701 54 85 52 60 60 72 55
leaf_count=52 57 92 54 55 72 99 80 86 92 54 275 139 701 54 85 52 60 60 72 55
internal_value=0 -0.00262238 0.000931019 0.000790767 -0.00156082 0.00118538 0.00290741 0.000649339 -0.0021817 0.000986886 0.00122169 0.0037128 0.000645562 -0.000452998 0.00382557 0.00146406 0.00529466 0.00274587 0.000709693 -0.000607325
internal_weight=0 144 2202 2148 308 1840 436 1404 149 1255 1201 225 976 253 356 137 219 120 199 127
internal_count=2346 144 2202 2148 308 1840 436 1404 149 1255 1201 225 976 253 356 137 219 120 199 127
is_linear=0
shrinkage=0.16829


Tree=9195
num_leaves=19
num_cat=0
split_feature=1456 1456 52 3 4 49 131 3 0 52 15 0 15 13 457 15 15 131
split_gain=0.0926219 0.130078 0.0774033 0.153941 0.121855 0.111653 0.0637653 0.115544 0.0819125 0.0555737 0.0745373 0.054302 0.0719485 0.0421276 0.0332516 0.0284557 0.0675891 0.0176257
threshold=-0.085589999999999986 -0.16480999999999998 0.10611000000000001 -0.13088999999999998 -0.081839999999999982 -0.14731999999999998 0.094990000000000019 0.31343500000000007 -0.083804999999999977 -0.091784999999999992 -0.035449999999999988 -0.097199999999999995 -0.039984999999999993 -0.083894999999999983 0.087495000000000017 -0.032704999999999991 0.11614000000000001 0.11163000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -4 -5 7 11 -8 -2 -11 12 -7 -6 -13 -15 -17 -10
right_child=2 -3 4 5 13 6 8 -9 17 10 -12 14 -14 15 -16 16 -18 -19
leaf_value=0.00045561554235739579 0.0023029574196496345 0.011841860445408912 -0.0088335902059609103 -0.006449235766539504 0.0027235934503190419 0.00031197449322906893 0.0096664438300235068 -0.0070680573146734618 -0.00041056144715395648 0.0032458762638037553 0.011777657134325704 0.0012342224565165419 -0.006198725448062839 0.00078873943426840834 0.0054882369520861214 -0.0063646667538868867 0.0010600728414236482 0.0037336800660766954
leaf_weight=62 84 53 53 59 101 201 52 53 59 53 66 1076 63 99 55 75 64 56
leaf_count=62 84 53 53 59 101 201 52 53 59 53 66 1076 63 99 55 75 64 56
internal_value=0 0.00571881 0.00081972 0.0012694 -0.00132889 0.000737437 0.0010011 0.000640509 0.00411687 0.00564728 0.00799289 0.000934667 -0.00123491 -0.000150287 0.00144268 -0.00137742 -0.00293316 0.00159188
internal_weight=0 115 2269 1877 392 1674 1615 1448 167 203 119 1395 264 339 1131 238 139 115
internal_count=2384 115 2269 1877 392 1674 1615 1448 167 203 119 1395 264 339 1131 238 139 115
is_linear=0
shrinkage=0.16829


Tree=9196
num_leaves=20
num_cat=0
split_feature=4 1 150 52 14 13 2 2 1 16 52 49 2 52 16 160 1 4 4
split_gain=3.56245 0.943236 0.762724 0.242861 0.230843 0.215056 0.203959 0.160086 0.151035 0.178272 0.121157 0.0929586 0.110221 0.0803415 0.0785943 0.0736224 0.0729594 0.0612602 0.0235609
threshold=0.30163500000000004 0.10141500000000002 0.081245000000000026 -0.40011499999999994 0.062655000000000016 -0.049414999999999994 0.13538500000000001 0.12399000000000002 0.089910000000000004 0.21684500000000004 -0.093914999999999985 0.0053350000000000003 0.096930000000000016 -0.15086999999999998 -0.082354999999999984 -0.111355 0.092415000000000011 0.50609000000000004 -0.027119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -5 17 8 9 11 -10 12 -1 18 -12 -13 -16 -2 -11
right_child=6 2 -4 5 -6 -7 -8 -9 10 13 14 15 -14 -15 16 -17 -18 -19 -20
leaf_value=0.00076609066741142613 0.00030075529460056745 0.0008101820550911685 0.0003020233805975525 0.00070863748550363287 0.00093038334353676979 0.00047630178608318297 0.00015719076594076424 0.00056378448064869251 0.00081109685609101782 0.00075683033284759747 0.00052764791844404945 0.00093928548634578373 0.00065918539474391622 0.00054199682501149097 0.00076580502704412024 0.00079545663814302155 0.00061462244601316921 0.00042927562890404561 0.00064833333388413384
leaf_weight=845 92 73 96 81 69 97 81 60 53 52 60 52 126 54 59 207 98 77 52
leaf_count=845 92 73 96 81 69 97 81 60 53 52 60 52 126 54 59 207 98 77 52
internal_value=0 0.000710699 0.000552865 0.000648664 0.000741327 0.000582226 0.000294106 0.000733714 0.000739842 0.000753929 0.00066729 0.000767489 0.000752255 0.000648144 0.000632004 0.00082447 0.000671661 0.00035952 0.000702921
internal_weight=0 2134 347 251 1787 178 250 1718 1658 1388 270 1230 971 158 217 259 157 169 104
internal_count=2384 2134 347 251 1787 178 250 1718 1658 1388 270 1230 971 158 217 259 157 169 104
is_linear=0
shrinkage=0.0032998


Tree=9197
num_leaves=23
num_cat=0
split_feature=2 4 15 1446 3 42 49 484 42 39 0 0 2 133 0 2 4 4 4 11 42 0
split_gain=0.0636879 0.0869113 0.11256 0.0525895 0.0672475 0.0786545 0.0613916 0.0802138 0.0526416 0.0523092 0.064922 0.0636866 0.0643958 0.0594706 0.0544112 0.0533302 0.0487958 0.0455408 0.0378818 0.0259374 0.0246177 0.0194712
threshold=0.13459500000000005 0.50373500000000015 -0.032264999999999995 0.088360000000000008 -0.12077499999999998 0.077855000000000021 0.059705000000000001 -0.0072949999999999994 0.087715000000000015 0.090880000000000016 -0.097074999999999981 -0.14216999999999999 0.10293500000000001 -0.021469999999999996 -0.11169999999999998 -1.0000000180025095e-35 -0.081689999999999985 0.0099250000000000015 0.16421000000000002 0.086595000000000019 -0.066789999999999988 -0.085764999999999994
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 -2 4 5 19 9 -8 -5 10 11 12 -6 16 -13 -15 -12 20 -19 -1 -9 -22
right_child=1 -3 -4 8 6 -7 7 17 -10 -11 13 14 -14 15 -16 -17 -18 18 -20 -21 21 -23
leaf_value=0.0003216242670226205 0.0051254213856566158 -0.0071948731639979672 -0.0050042503990973897 -0.0056434965549590037 0.0041333388903667277 0.0087631660771839166 0.0087859956370924721 0.0010462105374808681 0.0013142425270045962 0.0052479404334337164 0.0065360933957235683 -0.0085083866478081974 -0.0035872725159218112 -0.0045547011856125284 -0.0012302224991583162 0.00095450022998991996 0.0018760067425106794 -0.002514457705123757 0.0033462589903443763 0.0047090547823366484 0.0030028976231595661 0.0073284143979603323
leaf_weight=86 73 55 54 54 74 82 66 55 71 79 95 53 52 53 66 796 198 76 53 70 56 67
leaf_count=86 73 55 54 54 74 82 66 55 71 79 95 53 52 53 66 796 198 76 53 70 56 67
internal_value=0 -0.00160325 0.00080417 0.00166775 0.00186992 0.00453557 0.00152396 0.00345369 -0.00167713 0.00103175 0.000790306 -0.00169227 0.000932796 0.00132448 -0.00448686 0.000608465 0.00339309 0.00230148 -9.26393e-05 0.00230186 0.00404663 0.00537368
internal_weight=0 182 127 2202 2077 238 1839 373 125 1466 1387 245 126 1142 119 849 293 307 129 156 178 123
internal_count=2384 182 127 2202 2077 238 1839 373 125 1466 1387 245 126 1142 119 849 293 307 129 156 178 123
is_linear=0
shrinkage=0.16829


Tree=9198
num_leaves=24
num_cat=0
split_feature=16 484 133 4 2 52 16 16 12 4 4 15 4 16 13 159 4 52 1213 4 2 2 133
split_gain=0.0583108 0.0935832 0.0652162 0.0774182 0.0644075 0.0647619 0.0532368 0.084249 0.0794306 0.100998 0.0487877 0.0487622 0.06412 0.0562637 0.0761418 0.0602776 0.0435588 0.0755213 0.0705888 0.033429 0.0317611 0.0382595 0.0376359
threshold=-0.072729999999999975 -0.053834999999999994 -0.24264499999999997 0.55608500000000005 0.13106000000000004 -0.08743999999999999 0.21684500000000004 0.062365000000000011 0.084115000000000009 -0.011809999999999999 0.029980000000000003 0.094620000000000024 0.41816000000000003 -0.079929999999999987 -0.012279999999999998 0.082585000000000006 -0.050564999999999992 0.26746000000000009 -1.0000000180025095e-35 -0.0070549999999999996 0.085665000000000005 0.10656 0.086965000000000015
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=1 -1 -3 11 5 10 7 8 9 -7 19 12 13 15 -15 -4 18 -18 -10 20 -2 22 -22
right_child=4 2 3 -5 -6 6 -8 -9 16 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.0079470643346406869 0.0050599338824529171 0.0061933414500231548 0.00045353417244088922 -0.0047955346638422457 -0.0037626338028274508 -0.0069453987291717284 -0.0050122446353649619 0.0066853361092796956 0.002994825072265441 0.00094675756112223462 -0.0019286934713753485 -0.0031483496773146453 0.0071859343090643953 0.0008919698954207838 0.0097619914598457702 0.0060092111026464456 0.00076933449509318714 0.0079154672647861243 -0.0039106603214487919 0.0067860865757470466 -0.0018629443265197661 0.0045862451061293406 0.0032115674311730619
leaf_weight=72 91 83 606 56 97 99 61 52 70 85 66 56 62 59 52 61 190 54 104 57 111 74 66
leaf_count=72 91 83 606 56 97 99 61 52 70 85 66 56 62 59 52 61 190 54 104 57 111 74 66
internal_value=0 0.00207384 0.00166354 0.00126672 0.00040286 0.0007468 -0.000256366 0.000184478 -0.000374074 -0.0032898 0.00229317 0.00164762 0.00196949 0.00155147 0.00506348 0.000964318 0.000905106 0.00235822 -0.00112227 0.00299602 0.00235909 0.00137274 1.90963e-05
internal_weight=0 1107 1035 952 1277 1180 715 654 602 184 465 896 840 778 111 667 418 244 174 399 342 251 177
internal_count=2384 1107 1035 952 1277 1180 715 654 602 184 465 896 840 778 111 667 418 244 174 399 342 251 177
is_linear=0
shrinkage=0.16829


Tree=9199
num_leaves=20
num_cat=0
split_feature=1 124 2 2 2 147 1456 475 1 51 16 0 1 0 13 2 1 13 0
split_gain=2.43939 0.537359 0.238161 0.382273 0.210198 0.17155 0.156993 0.153423 0.118078 0.124858 0.115006 0.108348 0.0872128 0.0916022 0.0858798 0.0840163 0.0834366 0.0769905 0.0156218
threshold=0.11695500000000002 -0.043384999999999993 0.12131500000000002 -0.0050599999999999994 0.11043500000000002 0.087210000000000024 -0.082809999999999981 -0.085684999999999997 0.091275000000000009 0.0089800000000000019 0.19022000000000003 -0.10490499999999998 0.10790500000000001 -0.042364999999999993 -0.071244999999999989 0.087575000000000014 0.098370000000000027 -0.083584999999999979 -0.065249999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 -2 5 6 17 15 10 -10 -9 -4 13 18 -13 -8 -1 -3 -6
right_child=2 4 11 -5 12 -7 7 8 9 -11 -12 14 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00054457303324090126 0.00025166380252243843 0.00071566007587846282 0.00036752808402023087 0.00061001029825284551 0.00062034479337250018 0.00051094655183369774 0.00070358790555078105 0.0006961184295324552 0.00057000666882302752 0.00074678008369031483 0.00057272951951184577 9.1073775365397796e-05 0.00046772749364329527 0.0004931186336682822 0.0002802800878093145 0.00088584677352997545 0.00036805586943215599 0.00089008779536517315 0.00069660967452022673
leaf_weight=53 62 56 57 69 77 62 57 1049 211 57 93 52 59 52 54 60 70 62 72
leaf_count=53 62 56 57 69 77 62 57 1049 211 57 93 52 59 52 54 60 70 62 72
internal_value=0 0.000656845 0.000335561 0.00044068 0.000670112 0.000683543 0.000690027 0.000680918 0.000671231 0.000607735 0.000686101 0.000250862 0.000581793 0.0006151 0.000187794 0.000797355 0.000444403 0.000807607 0.000657434
internal_weight=0 2090 294 131 1967 1707 1645 1527 1410 268 1142 163 260 201 106 117 123 118 149
internal_count=2384 2090 294 131 1967 1707 1645 1527 1410 268 1142 163 260 201 106 117 123 118 149
is_linear=0
shrinkage=0.0032998


Tree=9200
num_leaves=16
num_cat=0
split_feature=10 47 43 12 1427 49 12 49 39 42 1212 50 12 4 15
split_gain=0.0939555 0.0788119 0.0967523 0.0977599 0.0624571 0.0591933 0.0487841 0.0593179 0.0581634 0.0493459 0.0430051 0.0353754 0.0496182 0.0310938 0.0134533
threshold=-0.092019999999999977 0.12958500000000003 0.0035900000000000007 0.085665000000000005 0.083935000000000023 0.11496500000000001 -0.013764999999999998 0.093350000000000002 0.086065000000000016 0.087525000000000006 0.081560000000000007 0.093680000000000013 0.093105000000000007 -0.00013999999999999996 0.090725000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 9 -2 -8 11 12 -5 -10 -14
right_child=1 -3 3 10 -6 -7 7 -9 13 -11 -12 -13 14 -15 -16
leaf_value=-0.0057792932475874449 0.0076598220774508679 0.0075567846425058684 -0.0059057050593724555 -0.005546665469907828 0.0064549376531606211 -0.0026998276495877023 0.000184062979128955 0.005041757982884954 0.0049375060680210241 0.0024062283058282731 0.0039708532688056547 0.0028307975116262517 0.0019183242563867817 -0.00029914896752933964 -0.0017533461320897704
leaf_weight=58 75 52 103 71 68 101 952 103 53 404 64 54 58 80 55
leaf_count=58 75 52 103 71 68 101 952 103 53 404 64 54 58 80 55
internal_value=0 0.00107501 0.000923809 -0.00142834 0.00144364 0.00124989 0.00149027 0.00114478 0.00390501 0.000847449 9.2759e-05 -0.000942541 -0.0020597 0.00177413 0.000115329
internal_weight=0 2293 2241 405 1836 1768 1667 1459 208 1356 302 238 184 133 113
internal_count=2351 2293 2241 405 1836 1768 1667 1459 208 1356 302 238 184 133 113
is_linear=0
shrinkage=0.16829


Tree=9201
num_leaves=22
num_cat=0
split_feature=3 3 0 3 43 4 15 15 4 0 0 49 3 4 51 16 0 41 0 16 2
split_gain=0.0839643 0.119922 0.0898629 0.0747621 0.0644963 0.0832305 0.124049 0.165176 0.1042 0.0720356 0.052501 0.0499704 0.0480132 0.045661 0.0826429 0.0396068 0.0416013 0.0340496 0.0306774 0.0288259 0.0208578
threshold=-0.16048499999999996 -0.13088999999999998 0.09395000000000002 0.12745000000000004 -0.0058249999999999994 -1.0000000180025095e-35 0.084990000000000024 -0.0070899999999999991 0.012315000000000001 -0.082504999999999981 -0.07717499999999998 0.083250000000000005 -0.24154499999999998 -0.012419999999999999 -0.40771999999999992 0.0086100000000000013 -0.082954999999999987 0.077300000000000021 -0.082134999999999986 0.052555000000000011 0.11827500000000002
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=12 17 3 4 10 6 7 -6 -7 -8 15 -10 -1 19 -15 16 -3 -2 -17 -12 -5
right_child=1 2 -4 20 5 8 9 -9 11 -11 13 -13 -14 14 -16 18 -18 -19 -20 -21 -22
leaf_value=0.0021782335936973208 -0.001823632868694536 0.0018500103057114061 -0.0059780669454811072 0.0022225661780162216 -0.00047701072194461242 0.0080401174938520316 0.0035927403503108468 -0.011636634194203535 -0.0023572989358646617 -0.0021803402322968517 0.0068080130086803541 0.0036466223293755646 0.0086619598583188642 0.0056273453386432573 -0.0023323509638117777 -0.0049785347646740374 -0.0008823895089826591 -0.0076667311107056274 0.00059274915298580973 0.0026656479266662959 0.0064738784606809445
leaf_weight=81 57 601 54 57 77 58 102 74 110 153 103 61 55 63 89 57 213 58 54 92 82
leaf_count=81 57 601 54 57 77 58 102 74 110 153 103 61 55 63 89 57 213 58 54 92 82
internal_value=0 0.000503096 0.000793604 0.000973206 0.000697453 -0.000685835 -0.0021349 -0.00595786 0.00187541 0.000121847 0.00138942 -0.000205043 0.00481354 0.00315621 0.000954914 0.000724695 0.00113281 -0.00478621 -0.002252 0.00486288 0.00474346
internal_weight=0 2215 2100 2046 1907 635 406 151 229 255 1272 171 136 347 152 925 814 115 111 195 139
internal_count=2351 2215 2100 2046 1907 635 406 151 229 255 1272 171 136 347 152 925 814 115 111 195 139
is_linear=0
shrinkage=0.16829


Tree=9202
num_leaves=10
num_cat=0
split_feature=4 4 4 3 1429 3 50 13 2
split_gain=0.0700881 0.0679036 0.116751 0.090957 0.0714886 0.0653092 0.0628582 0.0615001 0.00228332
threshold=0.51400500000000016 0.50113000000000019 0.30163500000000004 -0.16048499999999996 -0.086994999999999989 -0.14619999999999997 0.13226000000000002 0.24679500000000001 0.10527500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -6 7 -7 -1
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=0.006629028938194937 -0.0044316314720771258 0.0059196885145792666 -0.0052046439367083603 0.0067346660255204315 -0.0052462498786742962 0.00027179784183448943 0.0056600574449197421 0.0059386568268504436 0.0048181217014345397
leaf_weight=52 75 71 93 53 55 1776 68 56 52
leaf_count=52 75 71 93 53 55 1776 68 56 52
internal_value=0 0.000794051 0.000628193 0.000885887 0.00063354 0.00046722 0.000633555 0.000446001 0.00574085
internal_weight=0 2276 2205 2112 2008 1955 1900 1832 104
internal_count=2351 2276 2205 2112 2008 1955 1900 1832 104
is_linear=0
shrinkage=0.16829


Tree=9203
num_leaves=19
num_cat=0
split_feature=403 133 403 1213 10 484 51 1 1 43 1 52 16 0 3 52 484 3
split_gain=0.0594571 0.0819698 0.0707899 0.117619 0.0574081 0.0632157 0.074869 0.0571426 0.190619 0.0787628 0.122468 0.0590932 0.0482526 0.0398588 0.0344616 0.0529151 0.0252546 0.0225036
threshold=-0.13252999999999998 0.11370000000000001 -0.085464999999999985 -0.080614999999999978 0.058500000000000003 0.082450000000000009 0.12964000000000003 0.10797500000000002 0.11570500000000002 -0.085894999999999985 0.098370000000000027 0.08901000000000002 -0.08069999999999998 -0.052239999999999988 -0.087084999999999982 -0.063789999999999986 0.10948000000000001 -0.082794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 9 -9 11 -11 -4 -3 -10 -7 -16 -17 -14
right_child=2 12 4 -5 -6 14 -8 8 13 10 -12 -13 17 -15 15 16 -18 -19
leaf_value=0.0087024782803947539 -0.0097613240698589173 0.0053321918637624036 0.0037338580793286041 0.00057826120424572596 -0.005023174510232398 0.006536179368884675 0.0046941053399053552 0.0082602339803358234 0.0008531503361118378 -0.00043951256068616029 -0.0059590807018115761 -0.0020499353372860885 -0.0031101105558088678 -0.0042408283524985897 -0.0020499496601291828 0.0015829347297960637 0.0065154100972269063 0.0015716402475290463
leaf_weight=56 52 56 186 77 52 64 102 96 123 925 130 68 56 67 61 61 59 60
leaf_count=56 52 56 186 77 52 64 102 96 123 925 130 68 56 67 61 61 59 60
internal_value=0 0.00310469 0.000243252 -0.00357571 0.000491217 0.000639799 0.000273812 -7.73866e-06 0.0021461 -0.000479698 -0.00112135 0.00217837 0.00127172 -0.000933692 0.00316748 0.00196642 0.00402304 -0.000673028
internal_weight=0 228 2123 129 1994 1942 1697 1595 286 1309 1055 254 172 190 245 181 120 116
internal_count=2351 228 2123 129 1994 1942 1697 1595 286 1309 1055 254 172 190 245 181 120 116
is_linear=0
shrinkage=0.16829


Tree=9204
num_leaves=19
num_cat=0
split_feature=4 2 40 11 2 0 14 0 0 4 42 4 0 1452 11 4 2 40
split_gain=6.65497 1.23638 0.668751 0.374159 0.461838 0.333987 0.25235 0.378369 0.158685 0.26591 0.19923 0.14463 0.140143 0.142971 0.0714255 0.0525007 0.0371108 0.0323952
threshold=0.30163500000000004 0.13733000000000004 -0.026419999999999996 1.0000000180025095e-35 0.10527500000000002 -0.086984999999999993 -0.44847999999999993 -0.057864999999999993 -0.070644999999999986 -0.38908499999999996 0.094095000000000012 0.45363500000000007 -0.11169999999999998 1.0000000180025095e-35 0.085155000000000022 -0.012089999999999998 0.089125000000000024 -0.081029999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 8 -6 -2 11 12 -10 -11 -8 16 -14 -5 -7 -4 -1
right_child=6 -3 3 14 5 15 7 -9 9 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00065757324285710601 0.0004410678145731025 0.000443823362050454 0.00084023570786252288 0.0011091018699546382 0.00049229215115493131 0.00082905868407256989 0.0001807865897429484 -3.0354427305682514e-05 0.0009719896581280213 0.00058694939279336339 0.00082793306783980299 0.00040729355050523052 0.00087787438470503362 0.0010426055381306601 0.00094938209645739754 0.00069929902770032209 0.00071774316421978086 0.00054747563535251741
leaf_weight=88 53 91 52 62 62 98 67 61 56 79 74 58 1129 63 72 60 74 52
leaf_count=88 53 91 52 62 62 98 67 61 56 79 74 58 1129 63 72 60 74 52
internal_value=0 0.0008209 0.000837861 0.000854286 0.000841283 0.000699083 0.000239732 0.000182173 0.000861748 0.00077578 0.000703734 0.000286168 0.000875353 0.00088661 0.00102355 0.000780006 0.000768575 0.000616931
internal_weight=0 2112 2021 1881 1747 220 239 186 1527 209 153 125 1318 1192 134 158 126 140
internal_count=2351 2112 2021 1881 1747 220 239 186 1527 209 153 125 1318 1192 134 158 126 140
is_linear=0
shrinkage=0.0032998


Tree=9205
num_leaves=24
num_cat=0
split_feature=4 12 2 2 2 2 4 4 2 15 3 12 2 3 16 15 16 457 2 483 12 2 3
split_gain=4.57129 2.15181 0.678788 0.461675 0.358857 0.35683 0.30979 0.364443 0.17132 0.151702 0.145005 0.182743 0.10518 0.103724 0.0733253 0.0636356 0.0556625 0.0442051 0.0336551 0.033443 0.0444736 0.0325162 0.0223625
threshold=0.30163500000000004 0.077755000000000005 0.11626500000000002 0.13752500000000004 0.12330500000000001 -0.0091949999999999983 -0.047714999999999987 -0.0058549999999999991 0.091070000000000012 -0.4680149999999999 -0.12077499999999998 0.09202500000000001 0.11252000000000002 -0.15002999999999997 0.19022000000000003 -0.064999999999999988 0.39524000000000009 0.064110000000000014 0.096540000000000015 -0.021199999999999997 0.090465000000000004 0.08079500000000002 -0.073309999999999986
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=1 2 5 9 10 -1 -7 -8 -9 -2 13 17 -11 16 18 -16 -3 19 21 -12 -21 -13 -20
right_child=3 4 -4 -5 -6 6 7 8 -10 12 11 14 -14 -15 15 -17 -18 -19 22 20 -22 -23 -24
leaf_value=0.0003868517815578806 0.00051546463009585731 0.00078717670560285295 0.000303287840763073 9.3162569762842551e-05 0.00056723879029550077 0.00082858547167968539 0.0003614714978285434 0.00080985031224342998 0.00057614080574726551 0.00041990575084739255 0.00092640475137744781 0.00077287225977325106 0.00022176049585040429 0.0010466817377748764 0.00076419026770386752 0.00060615610675254837 0.00094153244736977417 0.0007506658705251914 0.00069222478587713525 0.00085389693744460332 0.00077096411702187847 0.00084897442932221814 0.00078354525095773568
leaf_weight=58 72 57 91 78 61 94 53 65 76 60 69 142 59 52 66 54 55 57 62 708 89 142 83
leaf_count=58 72 57 91 78 61 94 53 65 76 60 69 142 59 52 66 54 55 57 62 708 89 142 83
internal_value=0 0.000764371 0.000557631 0.000307673 0.000817589 0.000624423 0.000672145 0.000596162 0.000684129 0.00039509 0.000826902 0.000816321 0.000321962 0.000921654 0.000767941 0.000693368 0.000863291 0.00084506 0.000788718 0.000851232 0.00084468 0.000811047 0.000744741
internal_weight=0 2134 437 269 1697 346 288 194 141 191 1636 1472 119 164 549 120 112 923 429 866 797 284 145
internal_count=2403 2134 437 269 1697 346 288 194 141 191 1636 1472 119 164 549 120 112 923 429 866 797 284 145
is_linear=0
shrinkage=0.0032998


Tree=9206
num_leaves=23
num_cat=0
split_feature=2 3 4 13 0 2 1 4 2 1 4 52 2 3 4 52 2 49 49 3 39 0
split_gain=0.175731 0.0780654 0.0760972 0.060029 0.0571925 0.237904 0.119757 0.0810653 0.117045 0.0854214 0.0791126 0.0784112 0.0540943 0.0651449 0.0425361 0.0328521 0.0929744 0.047283 0.0518475 0.0452759 0.032147 0.0229355
threshold=0.12051500000000002 0.021805000000000001 0.50973500000000016 -0.33260499999999998 -0.072364999999999985 -0.0091949999999999983 0.10374500000000002 -0.080954999999999985 0.092365000000000017 0.085425000000000015 0.26450500000000005 -0.0092149999999999992 0.10746500000000002 -0.078254999999999977 0.058330000000000007 0.11614000000000001 0.083935000000000023 -0.068079999999999988 -0.008964999999999999 -0.079794999999999991 0.082470000000000016 -0.090374999999999983
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 14 4 -3 6 -6 10 8 -7 -10 15 -8 13 -9 -2 17 -17 19 -19 -1 -16 -18
right_child=1 3 -4 -5 5 7 11 12 9 -11 -12 -13 -14 -15 20 16 21 18 -20 -21 -22 -23
leaf_value=0.0023866424147073761 0.0034415262824265451 -0.0021333424085967093 0.0080657489293400591 -0.010124061040630378 -0.0088098042060902309 0.011199043372147766 0.0022954862204890769 -0.0069251251130450124 -0.0035334884767251112 0.0052608473011088036 -0.0044630065921138244 0.010574962176197744 0.002981939897746214 0.00063964971809548049 -0.0049317831195630855 -0.0055175610651895845 0.0047708824915010011 -0.0018281667628787721 0.002513986304623315 0.0094675166624978817 0.00082964650707675089 0.00073783062913930204
leaf_weight=52 59 56 58 52 70 52 56 55 52 78 53 79 83 77 57 58 65 84 996 52 52 107
leaf_count=52 59 56 58 52 70 52 56 55 52 78 53 79 83 77 57 58 65 84 996 52 52 107
internal_value=0 -0.00246681 0.00204428 -0.00599736 0.00187461 0.000231565 0.00235246 0.00183029 0.00444481 0.00172929 0.00190939 0.00715382 -0.00037458 -0.00249873 -0.000186469 0.00214951 0.00030016 0.00250724 0.0021746 0.00594435 -0.00216673 0.00227239
internal_weight=0 276 2127 108 2069 467 1602 397 182 130 1467 135 215 132 168 1414 230 1184 1080 104 109 172
internal_count=2403 276 2127 108 2069 467 1602 397 182 130 1467 135 215 132 168 1414 230 1184 1080 104 109 172
is_linear=0
shrinkage=0.16829


Tree=9207
num_leaves=14
num_cat=0
split_feature=2 10 43 49 401 401 1210 43 42 15 148 15 15
split_gain=0.121634 0.083151 0.076443 0.0611364 0.054017 0.113485 0.0669388 0.0493375 0.0435566 0.0420159 0.0437233 0.0312643 0.0287811
threshold=0.12051500000000002 -0.010699999999999999 -0.049364999999999992 -0.14917999999999998 0.094270000000000007 0.078085000000000016 -0.080364999999999978 -0.092909999999999979 0.085010000000000016 0.098605000000000012 -0.07546499999999999 -0.40312499999999996 0.11568500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -3 5 6 -5 -2 -6 10 -8 -4 -11
right_child=2 3 11 4 8 -7 9 -9 -10 12 -12 -13 -14
leaf_value=0.0079377464461384221 -0.0026497796268575742 -0.0041100429654370762 -0.001171345148682474 0.0065384409487319866 -0.005067765231961608 0.0085093796335561928 0.0052441341190314229 0.0042345318722360539 0.0010592356157516256 0.0061511028125510302 0.00096297043784738482 -0.0062160369748194494 0.0016649216436834854
leaf_weight=59 53 53 54 76 58 71 71 66 75 85 1499 103 80
leaf_count=59 53 53 54 76 58 71 71 66 75 85 1499 103 80
internal_value=0 0.00170096 -0.00205167 0.00152216 0.00167119 0.00190326 0.00164328 0.00115331 -0.00159918 0.00142781 0.00115772 -0.00449236 0.00398687
internal_weight=0 2127 276 2068 2015 1882 1811 119 133 1735 1570 157 165
internal_count=2403 2127 276 2068 2015 1882 1811 119 133 1735 1570 157 165
is_linear=0
shrinkage=0.16829


Tree=9208
num_leaves=13
num_cat=0
split_feature=2 1212 3 4 4 2 130 16 3 3 16 4
split_gain=0.0875867 0.0554196 0.0800586 0.0330291 0.0752689 0.0476363 0.0517432 0.0406664 0.0656661 0.0376129 0.0317711 0.0625724
threshold=0.13290500000000002 0.087750000000000009 -0.085824999999999985 0.50973500000000016 0.30163500000000004 -0.043079999999999993 -0.072444999999999982 0.51148500000000008 -0.15836499999999998 -0.078344999999999984 -0.116045 0.046720000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 8 -8 -9 -2 -12
right_child=10 2 -4 -5 -6 6 7 9 -10 -11 11 -13
leaf_value=0.0062493754180022272 0.00020978812425260311 0.0083500231997420005 0.0010952020400380881 0.0046828561590013277 -0.003561003497276333 0.0051322881620835146 -0.0051700776324407095 0.0011919798089952075 0.00085015940932398114 0.0072834205511561317 -0.00028136951027377989 -0.0080999171298223576
leaf_weight=52 81 76 101 71 98 85 53 66 1551 52 60 57
leaf_count=52 81 76 101 71 98 85 53 66 1551 52 60 57
internal_value=0 0.00136096 0.00422042 0.0011105 0.000979979 0.00122033 0.00107462 0.00087328 0.000650116 0.00389157 -0.00233124 -0.00410576
internal_weight=0 2205 177 2028 1957 1859 1807 1722 1604 118 198 117
internal_count=2403 2205 177 2028 1957 1859 1807 1722 1604 118 198 117
is_linear=0
shrinkage=0.16829


Tree=9209
num_leaves=25
num_cat=0
split_feature=4 12 13 12 10 51 4 156 16 12 16 4 13 151 13 4 12 0 13 157 4 47 12 4
split_gain=3.09444 1.39419 0.547254 0.3838 0.249602 0.196952 0.255084 0.155681 0.17566 0.151629 0.140698 0.0986431 0.0875883 0.0669154 0.0838996 0.0813553 0.0745138 0.0572512 0.0583519 0.0482651 0.0898647 0.0560279 0.00580058 0.00493836
threshold=0.30163500000000004 0.054520000000000006 -1.0000000180025095e-35 0.11769500000000001 -1.0000000180025095e-35 0.088940000000000005 -0.0058549999999999991 0.083125000000000018 -0.050529999999999999 0.09202500000000001 -0.42004999999999992 -0.066099999999999978 -0.016469999999999995 -0.085764999999999994 -0.11122999999999998 0.0051600000000000005 0.090995000000000006 -0.074434999999999987 -0.048554999999999994 -0.051074999999999988 0.060575000000000011 0.08265500000000002 0.094600000000000004 0.070595000000000005
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 2 5 9 -2 6 -1 8 -4 13 12 17 -6 -3 -15 16 -16 22 -19 -13 21 -21 -11 -17
right_child=4 3 7 -5 10 -7 -8 -9 -10 11 -12 19 -14 14 15 23 -18 18 -20 20 -22 -23 -24 -25
leaf_value=0.00026096061024107704 4.9468108652703359e-05 0.00062438778660477883 0.00063218369453653086 0.00045808377271731496 0.00026975586555102766 0.00016465182775954153 0.00052926309890609174 0.00071262126597486375 0.00040996938747750781 0.00071035734817193118 0.00020154178943835837 0.00050594590882208762 0.00044790030809968101 0.00084776341309314505 0.00071097260412063777 0.00065006909874365092 0.00083490091298793359 0.00056174517911844718 0.0007034107799659549 0.00068748193880451285 0.00051683222018468315 0.00055868801774168757 0.00077264907030397318 0.00058885375676765925
leaf_weight=76 53 101 77 88 53 53 80 65 81 55 89 52 74 53 704 52 61 60 78 156 72 53 65 52
leaf_count=76 53 101 77 88 53 53 80 65 81 55 89 52 74 53 704 52 61 60 78 156 72 53 65 52
internal_value=0 0.000628977 0.000461303 0.000671515 0.000253184 0.000339574 0.000398777 0.000575231 0.000518487 0.00068313 0.000303006 0.00064042 0.000373834 0.00070777 0.000716866 0.000708842 0.000720901 0.0006898 0.000642072 0.000602055 0.000619715 0.00065499 0.000744392 0.0006198
internal_weight=0 2134 432 1702 269 209 156 223 158 1614 216 591 127 1023 922 869 765 258 138 333 281 209 120 104
internal_count=2403 2134 432 1702 269 209 156 223 158 1614 216 591 127 1023 922 869 765 258 138 333 281 209 120 104
is_linear=0
shrinkage=0.0032998


Tree=9210
num_leaves=17
num_cat=0
split_feature=4 16 51 16 13 14 16 52 4 2 13 4 13 4 1 133
split_gain=0.0834946 0.0697854 0.0479735 0.0572603 0.161504 0.10724 0.0491336 0.0751453 0.117198 0.0720766 0.117991 0.0696376 0.061857 0.0507036 0.0660011 0.0358802
threshold=-0.44205499999999992 0.25032500000000008 -0.40771999999999992 0.24579500000000001 -0.061199999999999991 0.018475000000000002 -0.075434999999999988 0.12371000000000001 0.42098500000000005 0.084095000000000017 -0.013359999999999999 0.26171000000000005 -0.077759999999999982 -0.085474999999999982 0.10915500000000002 -0.072364999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 7 8 15 10 12 -9 -8 -11 -15 -4
right_child=2 -3 3 4 -6 -7 9 11 -10 13 -12 -13 -14 14 -16 -17
leaf_value=0.010225773111510485 0.0055653841887743256 0.0026986026813620601 0.0022321191524207334 0.0027314316895581344 -0.0087477551298176647 0.0077365167445365675 0.0043805477068842675 0.0012267332766653385 -0.0063357976137554915 -0.0032855812007765795 0.0099349638697306102 0.0089150795498493685 -0.0020145025407061054 0.0023528569839514732 -0.0034730649307636381 -0.00026565076482056043
leaf_weight=56 76 95 230 84 59 75 124 95 79 65 79 52 65 479 62 555
leaf_count=56 76 95 230 84 59 75 124 95 79 65 79 52 65 479 62 555
internal_value=0 0.00550203 0.00140473 0.00125351 -0.00199217 0.00149123 0.00124179 0.000440699 -0.00015576 0.0021664 0.00446682 0.00395864 0.00217169 0.00114609 0.00168187 0.000463891
internal_weight=0 151 2179 2103 143 1960 1885 1011 864 874 268 147 189 606 541 785
internal_count=2330 151 2179 2103 143 1960 1885 1011 864 874 268 147 189 606 541 785
is_linear=0
shrinkage=0.16829


Tree=9211
num_leaves=13
num_cat=0
split_feature=2 30 3 39 3 147 160 52 39 2 3 52
split_gain=4.13512 2.168 0.74972 0.631383 0.582692 0.330132 0.21959 0.231214 0.200911 0.172119 0.137058 0.121893
threshold=0.12708000000000003 0.086065000000000016 0.11745500000000002 0.082470000000000016 0.30112000000000005 0.087350000000000025 -0.42559499999999995 -0.55582999999999994 0.081875000000000017 0.10161500000000002 -0.0072299999999999994 0.40945500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 11 -8 -2 -9 -5 -1
right_child=4 -3 -4 10 -6 -7 7 9 -10 -11 -12 -13
leaf_value=0.0010577645643974677 0.00048265498701249718 0.00015100829915667998 0.00049079185595377322 0.00067686048144691656 -6.8337617871108293e-06 0.00055855094441999891 0.0010092914268752036 0.00082136959423811777 0.00023723347335067717 0.0007259174591814127 0.00045942050379155127 0.0008558555359553646
leaf_weight=66 95 60 89 72 55 53 65 1333 60 252 59 71
leaf_count=66 95 60 89 72 55 53 65 1333 60 252 59 71
internal_value=0 0.000770047 0.00078806 0.000801466 0.000284335 0.000817271 0.000824924 0.000814237 0.00038788 0.000806216 0.000579198 0.000953383
internal_weight=0 2120 2060 1971 210 1840 1787 1650 155 1585 131 137
internal_count=2330 2120 2060 1971 210 1840 1787 1650 155 1585 131 137
is_linear=0
shrinkage=0.0032998


Tree=9212
num_leaves=15
num_cat=0
split_feature=1 52 12 1 14 12 147 480 3 16 3 15 3 1
split_gain=2.81942 0.547618 0.397465 0.393836 0.270913 0.189433 0.147295 0.118867 0.130197 0.096654 0.0745137 0.0709767 0.0690923 0.0122989
threshold=0.10678500000000002 -0.24526499999999998 -0.086449999999999985 0.13554500000000003 0.062655000000000016 0.089605000000000018 0.085765000000000022 -0.068944999999999992 -0.154195 -0.116045 0.0025650000000000004 -0.19301999999999997 -0.086049999999999988 0.11670500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 6 10 7 -4 -9 -5 -3 -10 -13 -12
right_child=1 3 4 9 -6 -7 -8 8 11 -11 13 12 -14 -15
leaf_value=0.00040684647553126127 0.00065519114155701867 0.00025392815733054903 0.0007978449994070232 0.00023023996403100997 0.00085756751823317268 0.00050849758559088276 0.00047634832926158011 0.00049745693098686514 0.00076344074367655122 4.7190277555088302e-05 0.00042047437834235706 0.00067231099604082823 0.00062163089936042876 0.00034183565563269209
leaf_weight=83 55 101 52 75 62 81 64 74 53 55 52 445 1026 52
leaf_count=83 55 101 52 75 62 81 64 74 53 55 52 445 1026 52
internal_value=0 0.000345192 0.000631202 0.000304122 0.000641667 0.00037266 0.000633837 0.000639924 0.000634763 0.000153067 0.000318816 0.000641407 0.000636986 0.000381494
internal_weight=0 471 1859 416 1776 286 1714 1650 1598 130 205 1524 1471 104
internal_count=2330 471 1859 416 1776 286 1714 1650 1598 130 205 1524 1471 104
is_linear=0
shrinkage=0.0032998


Tree=9213
num_leaves=11
num_cat=0
split_feature=480 52 2 0 11 49 2 0 1 11
split_gain=0.0620031 0.0589272 0.0446398 0.0557059 0.0403641 0.0615669 0.0580991 0.0801448 0.0770068 0.0135617
threshold=-0.068944999999999992 -0.53937999999999986 0.14578500000000003 0.11026000000000001 0.086945000000000008 0.13302000000000003 0.08647500000000001 -0.099059999999999995 0.077565000000000009 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 5 6 7 -3 -8 -2
right_child=1 2 -4 -5 -6 -7 8 -9 -10 -11
leaf_value=0.0075831183838305349 0.0072545264265850432 0.0072485769653724509 -0.0013600407062170662 0.0076707267305442849 -0.0025340695249211225 0.0076131389249498131 0.0020988140783476787 0.0024210921101902845 -0.0011273130358949101 0.00364408633213467
leaf_weight=64 75 113 103 52 52 58 737 731 292 53
leaf_count=64 75 113 103 52 52 58 737 731 292 53
internal_value=0 0.0022585 0.00204721 0.00222055 0.00207672 0.00220182 0.00203329 0.00306955 0.00118159 0.00577361
internal_weight=0 2266 2138 2035 1983 1931 1873 844 1029 128
internal_count=2330 2266 2138 2035 1983 1931 1873 844 1029 128
is_linear=0
shrinkage=0.16829


Tree=9214
num_leaves=29
num_cat=0
split_feature=16 43 2 12 52 16 42 51 52 1 42 2 1 12 49 475 42 16 1209 403 42 52 49 2 16 16 2 49
split_gain=0.051199 0.0566087 0.143299 0.0627251 0.0589841 0.0657233 0.050492 0.0427673 0.0386292 0.0787351 0.0753163 0.0345455 0.105986 0.0608667 0.0470274 0.0436209 0.0564606 0.0462435 0.0340689 0.0502245 0.0748224 0.0395171 0.0499477 0.0488842 0.0325142 0.0301775 0.0292102 0.0251977
threshold=-0.075434999999999988 -0.033174999999999989 0.088820000000000024 0.083785000000000012 -0.44579999999999992 -0.0087049999999999992 0.087755000000000014 -0.065539999999999987 0.12371000000000001 0.12719000000000003 0.088415000000000007 0.090790000000000023 0.086255000000000012 0.090345000000000023 0.0033550000000000003 -0.08466499999999999 0.091255000000000017 0.03851000000000001 0.083050000000000013 -0.081354999999999997 -0.015274999999999999 -0.067394999999999983 -0.0038699999999999997 0.092575000000000018 -0.18776499999999999 0.057185000000000007 0.10925000000000001 -0.0088649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 11 3 -3 -4 26 -5 -7 9 18 24 14 13 -13 15 -2 17 27 19 20 -1 -21 -23 -24 -10 -15 -6 -17
right_child=1 2 4 6 5 7 -8 -9 10 -11 -12 12 -14 25 -16 16 -18 -19 -20 21 -22 22 23 -25 -26 -27 -28 -29
leaf_value=0.001813711354964739 -0.0026724731061585384 0.011330340265620931 0.0057823817467044349 0.0085651397071665591 0.0059142063839881112 -0.0045684152786348211 0.0017562815004057361 0.0013378153967468181 0.0091615881729493406 -0.003984734043242795 -0.0016566566638365301 0.0093487792579624949 -0.0031557378651479173 0.00065802407496128772 -0.0023590955450297942 1.5363384876670222e-05 -0.0013495658883352234 0.0077516081126190704 0.0043446928613126599 0.0057523283365414008 -0.0049464211716040967 -0.0026684654527816161 0.00085111775110366307 0.0051984081999395223 0.0031956003926456584 0.005359569493059521 0.00053995486162779249 0.0043309887883784494
leaf_weight=93 53 78 84 63 66 75 62 64 52 91 52 63 58 75 101 72 77 64 89 60 92 80 296 98 54 82 52 84
leaf_count=93 53 78 84 63 66 75 62 64 52 91 52 63 58 75 101 72 77 64 89 60 92 80 296 98 54 82 52 84
internal_value=0 0.00272107 0.00402273 0.00756578 0.00190826 0.000635023 0.00520232 -0.00183607 0.00113256 0.000703565 0.00356214 0.00174727 0.00322508 0.00491547 0.000832349 0.00175844 0.00255519 0.00393002 0.0012338 0.000846229 -0.00153837 0.00167572 0.0011559 0.00193698 0.00613926 0.00312505 0.00356112 0.00235068
internal_weight=0 1273 544 203 341 257 125 139 1057 899 158 729 278 220 451 350 297 220 808 719 185 534 474 394 106 157 118 156
internal_count=2330 1273 544 203 341 257 125 139 1057 899 158 729 278 220 451 350 297 220 808 719 185 534 474 394 106 157 118 156
is_linear=0
shrinkage=0.16829


Tree=9215
num_leaves=17
num_cat=0
split_feature=2 480 1 4 1 0 160 12 1 0 148 43 0 480 4 14
split_gain=0.099487 0.0765079 0.0679566 0.0726033 0.100217 0.1019 0.0710577 0.0842409 0.0650536 0.0597588 0.0487973 0.0601451 0.0685944 0.0482703 0.0498709 0.0423157
threshold=-0.10238999999999998 -0.063594999999999985 0.14720000000000003 -0.17689999999999997 0.095510000000000012 -0.094709999999999989 -1.0000000180025095e-35 0.085280000000000009 0.097480000000000011 -0.11692999999999999 -0.043434999999999994 -0.082144999999999982 -0.086589999999999986 0.086930000000000021 -0.0092149999999999992 -0.10708499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 9 -8 -3 -5 -6 12 -12 14 -7 -13
right_child=1 2 -4 4 10 13 7 -9 -10 -11 11 15 -14 -15 -16 -17
leaf_value=-0.0047829500798509282 -0.003863869282887789 0.0016582470494938399 0.0077419696550188686 -0.0026230279369213777 0.0041601910807701576 0.00035063536827239854 0.010381088601499886 0.0033260053951859126 0.0078987854999480328 0.0053591264658882165 -0.0020300313205417154 0.0016682068899199235 0.0065957832323151853 0.0049499888472658111 0.0029752478821557953 -0.0031939666943008277
leaf_weight=71 70 96 53 54 52 823 93 101 95 52 52 61 52 96 274 288
leaf_count=71 70 96 53 54 52 823 93 101 95 52 52 61 52 96 274 288
internal_value=0 0.00160685 0.00177846 0.00163325 0.00133234 0.00202584 0.00480065 0.00671734 0.00477159 0.0012758 -0.000714375 -0.00127789 0.0022656 0.00132656 0.00100783 -0.00233898
internal_weight=0 2312 2242 2189 1998 1493 300 194 191 106 505 453 104 1193 1097 349
internal_count=2383 2312 2242 2189 1998 1493 300 194 191 106 505 453 104 1193 1097 349
is_linear=0
shrinkage=0.16829


Tree=9216
num_leaves=16
num_cat=0
split_feature=14 52 15 16 159 1 4 0 51 156 13 0 16 1 157
split_gain=0.0757716 0.0665791 0.0811269 0.0949136 0.131869 0.0663786 0.0541648 0.130321 0.0477887 0.0365594 0.0811781 0.0376366 0.0537988 0.0416578 0.0288819
threshold=-0.23960999999999996 0.11110500000000002 0.11614000000000001 -0.073774999999999993 -0.094099999999999989 0.087505000000000013 -0.26545999999999997 -0.0042749999999999993 -0.055564999999999996 0.087205000000000019 -0.066659999999999983 -0.050864999999999994 0.30714500000000006 0.095510000000000012 -0.081749999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -5 -3 8 9 -2 11 14 12 13 -8 -11
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0056926428690708217 0.0012460421045788013 0.0038574784446588997 0.0032680871865747923 0.0010989154371732119 -0.0095616058747683402 -0.0032561416367442959 0.0022292711522307902 -0.0068687108875164146 0.0071242645896299828 -0.00078105234426529657 -0.0062078014191946024 0.0057143235605906541 -0.0023949464657033724 -3.3907451960468595e-05 0.0045397805305159222
leaf_weight=101 75 79 93 52 88 70 1064 56 84 64 56 62 95 292 52
leaf_count=101 75 79 93 52 88 70 1064 56 84 64 56 62 95 292 52
internal_value=0 0.000977636 -0.00104697 -0.00244177 -0.00558915 0.000503452 0.00138563 0.0011127 0.00436282 0.00137903 -0.000939277 0.00164376 0.00146859 0.0017406 0.00158866
internal_weight=0 2282 382 289 140 149 1900 1741 159 1685 172 1513 1451 1356 116
internal_count=2383 2282 382 289 140 149 1900 1741 159 1685 172 1513 1451 1356 116
is_linear=0
shrinkage=0.16829


Tree=9217
num_leaves=22
num_cat=0
split_feature=3 3 43 15 10 41 3 12 15 1446 123 1446 49 13 49 3 12 3 52 3 13
split_gain=5.99704 1.66422 2.32223 0.964972 0.731883 0.699197 0.48405 0.406265 0.256405 0.195908 0.169221 0.157718 0.148058 0.183971 0.134338 0.118348 0.0969839 0.111543 0.0806359 0.0375436 0.0332794
threshold=-0.06340999999999998 0.30112000000000005 -0.033174999999999989 -0.23488499999999998 -1.0000000180025095e-35 0.079395000000000007 0.10323000000000002 -0.010219999999999998 -0.074959999999999985 0.083715000000000026 0.085740000000000011 0.086940000000000003 -0.012149999999999999 -0.078934999999999991 0.11580500000000001 -1.0000000180025095e-35 0.083725000000000008 -0.072579999999999992 -0.032354999999999988 0.12031000000000001 -0.43167499999999998
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 4 -1 -2 9 7 -4 10 12 -6 -11 13 -5 16 -9 -14 -18 -17 -8 -3
right_child=1 20 6 5 8 -7 19 15 -10 11 -12 -13 14 -15 -16 18 17 -19 -20 -21 -22
leaf_value=0.00066454998207602658 0.00027977453470208003 0.00029271624111538563 0.00083871379440032259 0.001101899567420881 0.00070284205485829766 0.00078278212560835259 0.00087237778894195693 0.001016988723276572 0.00084975010333896068 0.0013902833721768559 0.00044861451879335947 0.0011617483083758025 0.0010203889650367477 0.00085433458590143891 0.00097456842666292177 0.0011254732458123107 0.0011556153148462676 0.001040877136974788 0.0013079857316862101 0.0007458531784606371 0.00041417987339985865
leaf_weight=54 72 53 63 97 62 67 54 52 61 54 55 96 79 52 62 61 1010 109 55 63 52
leaf_count=54 72 53 63 97 62 67 54 52 61 54 55 96 79 52 62 61 1010 109 55 63 52
internal_value=0 0.000736956 0.000804278 0.00110013 0.000561337 0.00111458 0.000978703 0.00106676 0.000675029 0.00112881 0.000583635 0.00124426 0.0011165 0.00101574 0.00112839 0.00115207 0.00113632 0.00114447 0.00121231 0.00080455 0.000353205
internal_weight=0 703 598 1680 250 1626 348 231 178 1559 117 150 1409 149 1260 168 1198 1119 116 117 105
internal_count=2383 703 598 1680 250 1626 348 231 178 1559 117 150 1409 149 1260 168 1198 1119 116 117 105
is_linear=0
shrinkage=0.0032998


Tree=9218
num_leaves=21
num_cat=0
split_feature=4 40 14 12 4 4 48 51 0 12 43 0 12 0 4 43 480 0 483 43
split_gain=2.56349 0.813676 0.289482 0.263555 0.326297 0.398175 0.16854 0.167064 0.125553 0.123249 0.100276 0.0886926 0.0829736 0.0825985 0.0679738 0.0658825 0.0574272 0.0382859 0.0339637 0.0239989
threshold=0.30163500000000004 -0.026419999999999996 0.076175000000000007 0.054520000000000006 -0.37626499999999991 -0.0058549999999999991 0.088580000000000006 0.045645000000000005 -0.076539999999999983 0.095565000000000011 -0.11162499999999999 -0.11169999999999998 0.098150000000000015 -0.014334999999999999 -0.42305999999999994 -0.081164999999999987 0.08598500000000002 -0.097414999999999988 -0.03601999999999999 -0.073404999999999984
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 7 3 4 -3 -6 -7 17 12 11 -10 -2 16 -13 -12 -16 18 -1 -5 -14
right_child=9 2 -4 8 5 6 -8 -9 10 -11 14 13 19 -15 15 -17 -18 -19 -20 -21
leaf_value=0.00038812711522127918 0.00024967600361584227 0.00058837923537880725 0.0007101495183749997 0.00059718225322401633 0.00012807765845244625 0.00053119719810219271 0.0002900192553161078 0.00010344988757997355 0.00032168149168848218 -7.5253912880950444e-06 0.00057077892870718123 4.5113206123710162e-05 0.00048808555780431828 0.00021609705551878453 0.00056486333578402014 0.00043391653743806455 0.00061418688651010303 0.00026328817960174686 0.00051850049206984567 0.00038498124420175361
leaf_weight=58 91 70 67 71 72 79 54 54 54 52 70 77 53 52 52 274 90 55 881 57
leaf_count=58 91 70 67 71 72 79 54 54 54 52 70 77 53 52 52 274 90 55 881 57
internal_value=0 0.000476852 0.00049586 0.000488192 0.000393234 0.000326428 0.00043354 0.000255383 0.00050447 0.000136306 0.000457105 0.000170462 0.000522942 0.00011431 0.000475482 0.000454912 0.000532194 0.000327677 0.000524406 0.000434979
internal_weight=0 2111 1944 1877 275 205 133 167 1602 272 450 220 1152 129 396 326 1042 113 952 110
internal_count=2383 2111 1944 1877 275 205 133 167 1602 272 450 220 1152 129 396 326 1042 113 952 110
is_linear=0
shrinkage=0.0032998


Tree=9219
num_leaves=13
num_cat=0
split_feature=16 16 12 1 16 156 1427 480 12 52 16 1
split_gain=0.0536625 0.0741413 0.0764967 0.0666398 0.107333 0.0476727 0.0523578 0.0440725 0.0412959 0.069668 0.0355547 0.00867196
threshold=-0.54656499999999986 -0.4058199999999999 -0.097959999999999978 0.11890000000000002 -0.52180499999999985 -0.082819999999999991 0.087520000000000001 -0.020629999999999999 -0.010219999999999998 -0.088004999999999986 -0.096494999999999984 0.13730000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -4 7 -7 9 -9 -10 -5
right_child=1 2 5 11 -6 6 -8 8 10 -11 -12 -13
leaf_value=0.0073731236085553481 -0.0042300180406055167 0.0086450062802092154 0.0063896410353175654 -0.005515588377019702 0.0052175087154275393 -0.0023322540542866938 -0.0032579686720589137 0.0047956902691670454 0.0047796629425252059 -0.0026778394558535468 0.0022652623780821911 -0.0023691534645363188
leaf_weight=54 55 53 73 53 89 60 52 52 180 110 1500 52
leaf_count=54 55 53 73 53 89 60 52 52 180 110 1500 52
internal_value=0 0.00199344 0.00232217 -0.000745428 0.0015966 0.00215596 0.00199688 0.00214149 0.00228819 -0.000267839 0.00253573 -0.00397446
internal_weight=0 2329 2080 249 144 2027 1954 1902 1842 162 1680 105
internal_count=2383 2329 2080 249 144 2027 1954 1902 1842 162 1680 105
is_linear=0
shrinkage=0.16829


Tree=9220
num_leaves=12
num_cat=0
split_feature=1446 3 158 1203 3 2 2 3 1452 159 403
split_gain=0.095785 0.0780237 0.0631018 0.0527514 0.0615736 0.196952 0.111049 0.109837 0.0618312 0.0481998 0.0508171
threshold=0.10734500000000001 0.37720000000000004 -0.45617999999999997 0.088820000000000024 -0.10237999999999998 0.093680000000000013 0.11280000000000003 -0.13795999999999997 0.087420000000000012 0.11819000000000002 -0.121015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 9 10 -6
right_child=-2 -3 3 -5 8 6 -8 -9 -10 -11 -12
leaf_value=-0.003726136013667627 -0.0054246236787520441 -0.0045142672982517998 0.0049475516936547731 -0.0027136259390601776 -0.00061894949275119264 -0.003512085609350435 0.0059734303865326297 0.014202554726968285 0.0073740805087561352 -0.0028532363005430374 0.0021536499366729394
leaf_weight=55 54 55 92 64 213 93 56 61 55 65 1491
leaf_count=55 54 55 92 64 213 93 56 61 55 65 1491
internal_value=0 0.00173839 0.00189238 0.0020343 0.00217807 0.004408 4.0883e-05 0.0086492 0.00180788 0.00163381 0.00180602
internal_weight=0 2300 2245 2190 2126 302 149 153 1824 1769 1704
internal_count=2354 2300 2245 2190 2126 302 149 153 1824 1769 1704
is_linear=0
shrinkage=0.16829


Tree=9221
num_leaves=23
num_cat=0
split_feature=4 3 1 3 1 47 4 51 1 0 12 51 124 49 1 49 0 133 3 3 133 12
split_gain=4.01857 1.1783 0.708557 0.232524 0.229054 0.156027 0.147901 0.132387 0.129872 0.164128 0.131451 0.121897 0.0915728 0.0914199 0.0710866 0.0587384 0.055465 0.0518659 0.042664 0.10017 0.0374321 0.0140897
threshold=0.30163500000000004 -0.065259999999999999 0.10384000000000002 -0.11255999999999998 0.13554500000000003 0.096770000000000009 0.055260000000000011 -0.10101999999999998 0.089275000000000007 -0.10566999999999999 0.090995000000000006 0.10707500000000002 -0.072314999999999977 -0.054509999999999996 0.079020000000000021 0.10969000000000002 -0.13513499999999998 -0.0097699999999999992 -0.082094999999999987 -0.12077499999999998 0.026115000000000003 0.10337000000000002
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 6 7 -2 16 13 8 -3 9 -1 -10 15 -9 -4 21 17 -5 -11 19 -12 -8 -14
right_child=3 2 5 4 -6 -7 20 12 10 11 18 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0010323964650956251 0.00050439737716031726 0.00086107125462917011 0.00049382713028536839 0.00045591922328276093 0.00014425295569562985 0.00063274679712537678 0.00078177292497865706 0.00058536311714538669 0.00065707644049554979 0.00082199026767909437 0.00086884938750626036 0.00069596545604688254 0.00062660007485980992 0.00031731915940860452 0.00079630472984702869 0.00073936806599329396 0.00030018420685763291 0.00087564513711626841 0.00086620862168654918 0.00066001861682904353 0.00067491298903504945 0.00070997996001679589
leaf_weight=53 66 70 76 52 82 52 77 64 83 339 53 62 52 58 102 54 52 604 102 52 84 65
leaf_count=53 66 70 76 52 82 52 77 64 83 339 53 62 52 58 102 54 52 604 102 52 84 65
internal_value=0 0.000776714 0.000643373 0.000335484 0.000275358 0.000478004 0.000822674 0.000730408 0.000833723 0.00085025 0.000770229 0.000841101 0.000697964 0.000417691 0.00073071 0.000850091 0.00037839 0.000856394 0.000815429 0.000765764 0.000726239 0.000673223
internal_weight=0 2102 539 252 186 186 1563 353 1402 1112 290 1059 283 134 219 997 104 943 207 105 161 117
internal_count=2354 2102 539 252 186 186 1563 353 1402 1112 290 1059 283 134 219 997 104 943 207 105 161 117
is_linear=0
shrinkage=0.0032998


Tree=9222
num_leaves=13
num_cat=0
split_feature=43 52 2 43 1209 43 481 52 1452 0 52 1209
split_gain=0.0807088 0.106752 0.0682105 0.0708547 0.0595411 0.0577296 0.0524255 0.0694715 0.0652286 0.0570258 0.0556803 0.0408995
threshold=-0.16205499999999998 0.085175000000000015 -0.013254999999999998 -0.080419999999999978 0.083050000000000013 -0.43328499999999998 0.056315000000000004 0.51524500000000006 0.087755000000000014 0.076335000000000014 -0.52313499999999991 0.091830000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 6 -1 7 8 9 10 -4 -6
right_child=2 -3 4 -5 11 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.0052780264410252275 0.00099348617536271959 -0.0080312238620649165 0.00560584093690371 0.009014879473039198 0.0088102388249250221 -0.0026032214258171339 0.0068987348781564036 -0.0038337933040816169 0.0066879580960435576 -0.0023429651741388542 0.001499037412573018 0.0028910086801224658
leaf_weight=52 52 52 100 80 56 53 53 66 72 102 1532 84
leaf_count=52 52 52 100 80 56 53 53 66 72 102 1532 84
internal_value=0 -0.00179068 0.00215308 0.00586855 0.00191471 0.00128276 0.00166964 0.00152064 0.00171731 0.00150988 0.00175178 0.00527153
internal_weight=0 157 2197 132 2065 105 1925 1872 1806 1734 1632 140
internal_count=2354 157 2197 132 2065 105 1925 1872 1806 1734 1632 140
is_linear=0
shrinkage=0.16829


Tree=9223
num_leaves=26
num_cat=0
split_feature=1 2 3 4 3 2 52 4 3 3 52 12 52 4 2 13 12 13 0 12 3 52 393 52 12
split_gain=4.12701 0.882824 0.523665 0.38788 0.321596 0.264638 0.184589 0.178745 0.165942 0.145404 0.129098 0.125599 0.123668 0.156831 0.280244 0.092047 0.090901 0.0794502 0.0752562 0.0508292 0.0481828 0.0432511 0.0427114 0.0403621 0.0174431
threshold=0.10892500000000001 0.12454500000000002 -0.022604999999999997 0.27161500000000005 0.30112000000000005 0.097145000000000023 -0.51296999999999993 0.50230500000000011 -0.097829999999999986 -0.14906999999999998 0.048675000000000003 0.083970000000000017 -0.089014999999999983 -9.4999999999999992e-05 0.08400500000000001 0.0061450000000000003 0.088835000000000011 0.065195000000000017 -0.075624999999999984 0.10367000000000001 -0.082454999999999987 -0.050359999999999995 0.086855000000000016 -0.16371499999999997 0.10321000000000001
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 20 5 7 8 -7 -3 9 -1 16 12 -10 14 -14 22 -8 -11 -12 -18 -2 -4 23 -13 -20
right_child=1 4 21 -5 -6 6 10 -9 11 17 18 15 13 -15 -16 -17 19 -19 24 -21 -22 -23 -24 -25 -26
leaf_value=0.00065583567171562801 0.00067666364634363593 0.00032443140581631737 0.0002152401717069244 0.00039863285876370701 -8.0675252673398842e-05 0.00073092670086761385 0.00043160384260825527 7.308838908441447e-05 0.00074124385420981122 0.0009624432768776946 0.00074330125332583712 0.00062541406525191111 0.00034636140395822348 0.00071524722904031625 0.00064796704716295372 0.00056756019581842467 0.00063879136080867329 0.00077710736392120879 0.00054813236594370611 0.00049895041825002062 0.00053344013582004167 0.00034209613787019097 0.00061090127462824914 0.00071982310352446794 0.00063813966618278073
leaf_weight=56 52 75 53 59 55 101 87 53 67 52 54 59 62 61 75 57 65 56 62 57 59 72 52 800 53
leaf_count=56 52 75 53 59 55 101 87 53 67 52 54 59 62 61 75 57 65 56 62 57 59 72 52 800 53
internal_value=0 0.000302167 0.000435609 0.000663548 0.000129885 0.000671861 0.000604363 0.000220635 0.000694979 0.000794892 0.000570453 0.000681661 0.000616872 0.000574608 0.000511731 0.000699361 0.000514745 0.000866669 0.000639138 0.000573745 0.000600853 0.000288591 0.000707569 0.00071338 0.00058992
internal_weight=0 419 236 1935 183 1876 479 128 1397 164 378 1233 265 198 137 968 209 108 169 122 111 125 911 859 115
internal_count=2354 419 236 1935 183 1876 479 128 1397 164 378 1233 265 198 137 968 209 108 169 122 111 125 911 859 115
is_linear=0
shrinkage=0.0032998


Tree=9224
num_leaves=19
num_cat=0
split_feature=3 3 15 41 39 3 3 15 157 1447 447 1429 0 15 3 13 48 475
split_gain=4.1904 1.73317 1.08584 0.379577 0.305539 0.485648 0.266883 0.244366 0.132794 0.129806 0.107669 0.123933 0.106876 0.0966745 0.221574 0.114555 0.0945224 0.0776385
threshold=-0.06340999999999998 0.30112000000000005 -0.37478999999999996 0.08110500000000001 0.085495000000000015 0.11372500000000001 0.06269000000000001 -0.23055999999999996 -0.0045449999999999996 -0.086254999999999984 0.083310000000000009 0.084105000000000027 -0.074274999999999994 0.076335000000000014 -0.097574999999999981 -0.083289999999999989 0.092265000000000014 -0.084169999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 6 12 -1 -8 -9 11 13 -4 15 -15 -11 -6 -13
right_child=1 -3 4 -5 16 -7 8 9 -10 10 -12 17 -14 14 -16 -17 -18 -19
leaf_value=0.00042704463038523957 7.3568541192881143e-05 -8.0106731482674191e-05 0.00054242849164789207 0.00039221636995373049 0.00039543294545687097 0.00025955365213398075 0.0007970872898789889 0.00079481790104283612 0.00058735968751284892 0.00067602421676811225 0.00049767868064962573 0.00085174588848536796 0.00035260322671058845 0.00083147375207066041 0.00064931180419988774 0.00057831180919939149 0.00022079455152009626 0.00067093611679840191
leaf_weight=54 95 96 89 67 99 67 59 71 80 208 52 55 53 84 631 386 53 55
leaf_count=54 95 96 89 67 99 67 59 71 80 208 52 55 53 84 631 386 53 55
internal_value=0 0.000331015 0.000397406 0.000636871 0.000458865 0.000512966 0.000573262 0.000647119 0.000676634 0.000654803 0.000648021 0.000653506 0.000471826 0.00064439 0.000670762 0.000612587 0.000334771 0.000761661
internal_weight=0 691 595 1663 500 348 281 1596 139 1542 1471 1419 142 1309 715 594 152 110
internal_count=2354 691 595 1663 500 348 281 1596 139 1542 1471 1419 142 1309 715 594 152 110
is_linear=0
shrinkage=0.0032998


Tree=9225
num_leaves=28
num_cat=0
split_feature=1 3 1 150 4 1 39 12 13 12 3 133 1447 4 13 13 42 49 12 3 1 3 3 12 4 133 12
split_gain=4.29302 0.579782 0.473733 0.482324 0.404836 0.207281 0.195224 0.178775 0.168125 0.129465 0.398251 0.0939602 0.0926077 0.0936995 0.0850904 0.068986 0.0666745 0.0582534 0.0551001 0.0625921 0.0475831 0.0365537 0.0812308 0.0364212 0.0289473 0.0247182 0.0120424
threshold=0.10915500000000002 -0.049204999999999992 0.08956500000000002 1.0000000180025095e-35 0.30163500000000004 0.14262000000000002 0.087735000000000021 0.091515000000000013 -0.10099999999999999 0.089475000000000013 -1.0000000180025095e-35 -0.10298999999999998 -0.086059999999999984 -0.010549999999999999 -0.077759999999999982 0.039845000000000012 0.11819500000000001 -0.0058449999999999986 0.093535000000000021 -0.073629999999999987 0.11684000000000001 -0.080634999999999984 -0.11128999999999999 0.1087 -0.037969999999999997 -0.14934999999999998 0.097755000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 9 -2 6 20 8 -1 10 -4 25 -13 15 -11 -14 18 -15 -9 24 -3 22 -16 -21 26 -10 -20
right_child=1 5 3 -5 -6 -7 -8 16 11 14 -12 12 13 17 21 -17 -18 -19 19 23 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00081530140698922286 0.00055826997952943783 0.00035782285444609563 0.00032105785543011398 0.00029877353650748309 0.00019826578238942464 -1.5722447266186882e-05 8.0993212446211327e-05 0.00051158426050892112 0.0005942051391051368 0.00072857782479595636 0.00067517170301720773 0.00078586380424364546 0.00062738632094186874 0.00062139011370316774 0.00062594790760746755 0.00050512362393063915 0.00046219301015268518 0.00072425412756264374 0.00072565351514325275 0.00049023970995204903 0.00021898389397961631 0.00063783104678776837 0.00043763795103846646 0.00060468163441056361 0.00059692720869070699 0.00049044078094490713 0.00064299700856032397
leaf_weight=63 78 53 78 100 61 70 95 93 62 52 63 53 465 98 52 60 58 189 52 65 59 63 52 68 86 53 53
leaf_count=63 78 53 78 100 61 70 95 93 62 52 63 53 465 98 52 60 58 189 52 65 59 63 52 68 86 53 53
internal_value=0 0.000226499 0.00059543 0.000502267 0.000400536 0.000139039 0.000191543 0.000623637 0.000648052 0.000558695 0.000479529 0.000637264 0.000649265 0.000640305 0.000609505 0.000613481 0.000569955 0.000689253 0.000584858 0.000605782 0.000284999 0.000572217 0.000532132 0.000549016 0.000645126 0.00054669 0.000684267
internal_weight=0 416 1978 460 139 277 207 1518 1043 360 141 980 865 812 219 525 475 287 417 324 112 167 104 133 191 115 105
internal_count=2394 416 1978 460 139 277 207 1518 1043 360 141 980 865 812 219 525 475 287 417 324 112 167 104 133 191 115 105
is_linear=0
shrinkage=0.0032998


Tree=9226
num_leaves=21
num_cat=0
split_feature=1 1 12 52 2 2 2 0 0 12 16 0 2 1 52 52 2 12 42 2
split_gain=4.62393 1.06049 0.58556 0.562445 0.260183 0.397581 0.239488 0.210687 0.237129 0.109096 0.127685 0.108426 0.141154 0.0945538 0.0747152 0.111017 0.0818737 0.0669385 0.0597395 0.0170823
threshold=0.10491000000000002 0.14262000000000002 -0.085209999999999994 -0.24526499999999998 0.10527500000000002 -1.0000000180025095e-35 0.098365000000000022 -0.22384499999999996 -0.14666499999999996 0.09141500000000001 0.064610000000000015 -0.14012999999999998 0.13880500000000004 0.089875000000000024 -0.44579999999999992 0.11667000000000001 0.11177500000000001 0.09283000000000001 0.091010000000000021 0.10332000000000001
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 3 -1 -2 5 -5 7 -4 -9 13 17 -6 -13 18 -8 16 19 -11 -10 -16
right_child=1 -3 6 4 11 -7 14 8 9 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.00055605524055217623 0.00082449552146216778 0.00012131439929057459 0.00065034734147442817 0.00042688296648375892 0.00033375524623074795 0.00078560882880034197 0.00085401455822566204 0.0010819620117778833 0.00087809847762717187 0.0007388333149679437 0.0006608534404624935 0.00057428863520956252 0.00035576895624254057 0.00076550247770333841 0.00070528077523937874 0.00083457705104774218 0.0006153098097704295 0.00085931334888002123 0.00098860611565009253 0.00079813188850795308
leaf_weight=85 63 80 53 70 98 66 80 54 796 69 57 76 58 82 54 90 89 254 63 57
leaf_count=85 63 80 53 70 98 66 80 54 796 69 57 76 58 82 54 90 89 254 63 57
internal_value=0 0.000470803 0.00082492 0.000535591 0.000486037 0.00060123 0.000837611 0.000857195 0.000865142 0.000856253 0.000807853 0.000418358 0.000479968 0.00087576 0.000761933 0.00073641 0.000692059 0.000833685 0.000886244 0.000753278
internal_weight=0 511 1883 431 368 136 1798 1428 1375 1321 380 232 134 941 370 290 200 323 859 111
internal_count=2394 511 1883 431 368 136 1798 1428 1375 1321 380 232 134 941 370 290 200 323 859 111
is_linear=0
shrinkage=0.0032998


Tree=9227
num_leaves=22
num_cat=0
split_feature=4 2 49 49 0 0 2 0 4 4 14 16 0 2 1203 133 4 2 52 133 51
split_gain=5.33544 1.37956 0.545353 0.295875 0.576583 0.274966 0.543011 0.224963 0.214222 0.361372 0.20278 0.297911 0.184344 0.112349 0.0786424 0.0721238 0.0675432 0.0536105 0.0426486 0.0343415 0.0271107
threshold=0.30163500000000004 0.13290500000000002 -0.014869999999999998 -0.089819999999999983 -0.11242999999999999 -0.075969999999999996 0.10527500000000002 -0.084824999999999984 -0.17689999999999997 -0.07928499999999998 -0.42495999999999995 -0.49181999999999998 -0.14989499999999997 0.11715500000000001 0.084795000000000023 -0.10298999999999998 -0.030434999999999993 0.10188000000000001 0.0033500000000000005 0.037060000000000003 -0.40274499999999996
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 2 3 19 -5 6 12 -6 17 -10 -2 13 -4 -12 15 -14 18 -7 -11 -1 -18
right_child=10 -3 5 4 7 8 -8 -9 9 16 11 -13 14 -15 -16 -17 20 -19 -20 -21 -22
leaf_value=0.00087988558897922765 0.00045240638575290296 0.00041625232049154404 0.0010413247132965054 0.00034722821711538995 0.00087086050169360419 0.00080807785742497524 0.0005480344029404439 0.00057711626049224943 0.00049995289886174427 0.0008743936273239236 0.00042707495514463959 5.4794439843293221e-05 0.00079404778234422617 0.00022124600196692757 0.00096546404126959904 0.00087256863608852332 0.00077672840823678332 0.00094100531896835571 0.00076416205302077351 0.00075458605929604715 0.0006708868493443919
leaf_weight=56 59 99 74 64 64 68 57 53 63 88 62 68 163 56 90 867 54 79 84 54 72
leaf_count=56 59 99 74 64 64 68 57 53 63 88 62 68 163 56 90 867 54 79 84 54 72
internal_value=0 0.00079743 0.000815821 0.000682842 0.000600085 0.000837801 0.000864329 0.000738098 0.000772403 0.000728591 0.000283233 0.000229381 0.000879399 0.000329692 0.000868669 0.000860177 0.000776809 0.000879755 0.000820764 0.000818695 0.000716527
internal_weight=0 2149 2050 291 181 1759 1251 117 508 361 245 186 1194 118 1120 1030 298 147 172 110 126
internal_count=2394 2149 2050 291 181 1759 1251 117 508 361 245 186 1194 118 1120 1030 298 147 172 110 126
is_linear=0
shrinkage=0.0032998


Tree=9228
num_leaves=27
num_cat=0
split_feature=3 15 12 12 150 3 40 151 42 133 52 0 12 0 133 52 15 16 3 52 12 13 0 151 12 15
split_gain=4.6587 2.43103 1.31424 0.46216 0.399057 0.558788 0.235989 0.216036 0.180053 0.135827 0.103865 0.0898221 0.0838277 0.0834417 0.0833456 0.0805998 0.0756948 0.0610991 0.0584997 0.0580928 0.0615818 0.0517585 0.0404185 0.0383041 0.046871 0.023048
threshold=0.30835000000000007 -0.37478999999999996 0.077755000000000005 0.091475000000000015 0.10314000000000002 -0.0020049999999999994 -0.0057599999999999986 -1.0000000180025095e-35 0.12253000000000001 -0.43163999999999997 0.40249000000000007 -0.094124999999999986 0.086795000000000011 0.033830000000000006 0.044405000000000007 -0.082554999999999976 -0.0043649999999999991 -0.16927999999999996 -0.086049999999999988 0.0033500000000000005 0.085465000000000013 -0.083954999999999988 -0.082709999999999992 -0.085369999999999988 0.084055000000000005 -0.082674999999999985
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 17 4 12 5 6 11 -7 9 -5 13 -3 14 -11 19 -9 18 -1 -14 -4 -21 -18 -23 -16 -25 -20
right_child=-2 2 3 8 -6 7 -8 15 -10 10 -12 -13 16 -15 23 -17 21 -19 25 20 -22 22 -24 24 -26 -27
leaf_value=0.0003282533058487673 8.570775808722598e-05 0.00076241280881116438 0.00099334059572681304 0.0010078784513966293 0.00041233981270547612 0.00067634025731440914 0.00040195342925066158 0.0010104524614840168 0.00065554001591363502 0.00083014765814512287 0.00071729662091393569 0.00058348940508264134 0.00076184772085097989 0.00095829506970796148 0.00093577184493806229 0.00084432768451595127 0.00085102132265720552 0.00047296819087863092 0.00093170685464150061 0.00082849141574976436 0.00097586513600103142 0.0010180038551185957 0.0009221069780318505 0.0011255547338173317 0.0010017422187368508 0.00083893312479396253
leaf_weight=77 98 59 87 52 52 61 53 59 63 491 83 70 58 67 62 81 61 58 83 96 52 101 122 54 129 65
leaf_count=77 98 59 87 52 52 61 53 59 63 491 83 70 58 67 62 81 61 58 83 96 52 101 122 54 129 65
internal_value=0 0.000820765 0.000847617 0.000888538 0.000685166 0.000722116 0.000589014 0.00084246 0.000826976 0.00084251 0.00082904 0.000665596 0.000936483 0.000845598 0.000968541 0.000914589 0.000905007 0.000390688 0.000854951 0.000922431 0.000880509 0.000941191 0.000965698 0.00101262 0.00103847 0.0008912
internal_weight=0 2296 2161 1726 435 383 182 201 756 693 641 129 970 558 480 140 490 135 206 235 148 284 223 245 183 148
internal_count=2394 2296 2161 1726 435 383 182 201 756 693 641 129 970 558 480 140 490 135 206 235 148 284 223 245 183 148
is_linear=0
shrinkage=0.0032998


Tree=9229
num_leaves=20
num_cat=0
split_feature=15 16 148 3 0 3 12 16 15 15 0 0 15 15 3 15 160 151 394
split_gain=0.209544 0.159696 0.0851148 0.0938785 0.0678266 0.0803526 0.135539 0.178333 0.102932 0.0636787 0.0590186 0.0939387 0.0811833 0.0879703 0.0950619 0.0534962 0.0338935 0.0433694 0.028069
threshold=-0.2987999999999999 -0.42004999999999992 -0.043434999999999994 0.30112000000000005 -0.084044999999999995 0.081640000000000004 0.083995000000000014 0.0060650000000000009 -0.081479999999999983 -0.013349999999999999 -0.10891999999999999 -0.099329999999999988 -0.13800499999999996 0.084675000000000014 -0.020854999999999995 0.03981500000000001 -0.014774999999999998 -0.0060399999999999994 -0.0039699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 10 6 7 -6 -8 -2 12 -12 -4 14 -14 -10 17 -13 -18
right_child=2 -3 3 -5 5 -7 8 -9 15 -11 11 16 13 -15 -16 -17 18 -19 -20
leaf_value=0.0044400642653660465 0.0041952227774687519 -0.005736730306659883 0.0093839927724580722 -0.0020373643009605003 -0.0066375991032178545 0.009927635620112665 0.01146154966302006 0.0055407567226169662 0.0023500066994676353 -0.0040932471689477355 0.013192562366095343 0.0044758090666293972 -0.0041828449246761159 0.0082482473104795711 0.0039569578235546304 0.0051812375248214667 0.0085673400770317019 0.0095378611247113193 0.0047169544438424669
leaf_weight=78 53 99 67 52 74 67 59 63 298 52 65 70 67 60 103 531 67 164 305
leaf_count=78 53 99 67 52 74 67 59 63 298 52 65 70 67 60 103 531 67 164 305
internal_value=0 -0.00124189 0.00476734 0.00499985 0.00517836 0.00426392 0.00389195 -0.00102422 0.00465244 7.33464e-05 0.00620809 0.00708629 0.00421796 0.00270526 0.00073835 0.00416566 0.00642836 0.00803125 0.00541527
internal_weight=0 177 2217 2112 2060 1092 1025 137 888 105 968 671 297 230 170 829 606 234 372
internal_count=2394 177 2217 2112 2060 1092 1025 137 888 105 968 671 297 230 170 829 606 234 372
is_linear=0
shrinkage=0.16829


Tree=9230
num_leaves=21
num_cat=0
split_feature=4 12 1 1 13 4 12 15 4 4 42 456 474 4 52 3 1 49 3 49
split_gain=4.6304 1.69059 0.57232 0.286901 0.250679 0.21277 0.235854 0.205983 0.197935 0.179202 0.165269 0.11282 0.108946 0.105355 0.0986742 0.0917544 0.0830389 0.0792942 0.0671674 0.0527305
threshold=0.30163500000000004 0.054520000000000006 0.10574000000000001 0.14602500000000004 0.0015850000000000003 0.053010000000000009 0.083785000000000012 -0.46944499999999995 0.42098500000000005 -0.033449999999999987 0.12199500000000001 0.087225000000000011 0.085295000000000024 0.17982000000000001 0.088555000000000009 -0.082384999999999986 0.11249000000000002 0.088930000000000009 0.14121000000000003 -0.006494999999999999
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 2 4 7 9 6 -3 -2 -9 -1 11 12 14 17 -8 -14 -4 -7 -18 -11
right_child=3 5 16 -5 -6 13 10 8 -10 19 -12 -13 15 -15 -16 -17 18 -19 -20 -21
leaf_value=0.00086129028755588472 0.00052348358679941021 0.00099738036730312798 0.00033258099966105426 9.4081666745807256e-05 0.00047628817490600592 0.00074466308048440062 0.00086073929103471793 0.00040846484107773571 0.00016142949412396238 0.00059386091495388477 0.00064325858475013846 0.00095889127104350732 0.0006284733086154258 0.0008342778559938727 0.00079373849823621248 0.00082302780717316397 0.00057781022331506566 0.00058181975686224586 0.00040696416648333721 0.00072110512273991631
leaf_weight=79 64 99 55 53 52 77 741 79 65 68 52 80 55 68 383 56 53 62 52 88
leaf_count=79 64 99 55 53 52 77 741 79 65 68 52 80 55 68 383 56 53 62 52 88
internal_value=0 0.000777736 0.000597177 0.000311711 0.000685555 0.000825957 0.000840094 0.000366995 0.0002972 0.000731711 0.000828678 0.000835983 0.000827993 0.000725668 0.00083794 0.000726944 0.000438428 0.000672281 0.000493536 0.000665866
internal_weight=0 2120 447 261 287 1673 1466 208 144 235 1367 1315 1235 207 1124 111 160 139 105 156
internal_count=2381 2120 447 261 287 1673 1466 208 144 235 1367 1315 1235 207 1124 111 160 139 105 156
is_linear=0
shrinkage=0.0032998


Tree=9231
num_leaves=21
num_cat=0
split_feature=3 15 3 16 52 3 484 150 0 150 43 133 2 49 16 0 133 3 52 156
split_gain=0.165068 0.0762107 0.0849075 0.121911 0.270589 0.0669314 0.0627035 0.0747623 0.0614911 0.0559011 0.0456814 0.0526879 0.0356084 0.0471657 0.033371 0.0465759 0.0320912 0.0291662 0.0135182 0.0130882
threshold=0.31534000000000006 0.076335000000000014 -0.12077499999999998 -0.010574999999999999 -0.097839999999999996 -0.14265999999999998 -0.062219999999999991 0.10348 -0.083854999999999985 0.088985000000000009 -0.11278499999999998 -0.114575 0.13574000000000003 0.088750000000000009 0.0055300000000000011 -0.087344999999999992 -0.16322499999999998 -0.080804999999999974 -0.016894999999999997 0.086945000000000008
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 2 3 -1 -5 -3 8 9 18 12 -7 16 13 -8 15 -13 -12 -17 -4 -9
right_child=-2 5 6 4 -6 10 7 19 -10 -11 11 14 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.0053745113744213605 -0.003063063238139087 0.011768222032401104 0.0027801893925182208 0.0043635716691889153 -0.011858171546236045 0.0020429772802676191 0.0043503388247924284 0.0061461178676012161 0.010686967011721275 -0.0017996416047377233 0.005247350610622795 0.011731343743085151 0.0075557737655425035 0.0015404923564343595 0.0035165735094741983 0.0056222175246362699 -3.4573946950519316e-05 0.0084970136781878907 0.0062318570596094211 0.0098914063642775996
leaf_weight=93 80 53 56 66 52 94 501 59 83 55 74 58 64 259 83 298 57 157 84 55
leaf_count=93 80 53 56 66 52 94 501 59 83 55 74 58 64 259 83 298 57 157 84 55
internal_value=0 0.00469984 0.00393813 0.000811376 -0.00276977 0.00594144 0.0044792 0.00390245 0.00703936 0.00337303 0.0055631 0.00601578 0.00372047 0.00339514 0.00668982 0.00719973 0.00293539 0.00661813 0.00486402 0.00796882
internal_weight=0 2301 1427 211 118 874 1216 993 223 879 821 727 824 760 596 513 131 455 140 114
internal_count=2381 2301 1427 211 118 874 1216 993 223 879 821 727 824 760 596 513 131 455 140 114
is_linear=0
shrinkage=0.16829


Tree=9232
num_leaves=15
num_cat=0
split_feature=12 16 1429 160 1455 1455 1 457 150 1 15 12 13 47
split_gain=0.131423 0.123228 0.0802559 0.141463 0.0669926 0.0569689 0.0567863 0.0689224 0.0702096 0.0574822 0.0566186 0.047111 0.0448637 0.0292202
threshold=-0.095574999999999979 -0.24235499999999996 0.084770000000000012 -0.077319999999999986 0.10563500000000002 0.083760000000000015 0.10574000000000001 0.0033050000000000002 1.0000000180025095e-35 0.091900000000000023 -0.026169999999999995 -0.042789999999999988 -0.0086749999999999969 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 9 -2 11 -8 -9 -13
right_child=2 -3 3 -5 -6 -7 10 12 -10 -11 -12 13 -14 -15
leaf_value=0.0035751643190770721 0.0041991739024737976 -0.007835380206215976 -0.0061299581886864341 0.0042443719736597451 0.010111602497717411 -0.00032782701563748538 0.0002741127639901278 0.011240928497812228 -0.00062963274319003846 0.0073754142166658982 -0.0013613103417312068 0.0063871308347183712 0.0051196088181956426 0.0023172314902194747
leaf_weight=54 1186 53 60 98 54 79 91 72 75 189 86 135 67 82
leaf_count=54 1186 53 60 98 54 79 91 72 75 189 86 135 67 82
internal_value=0 -0.00206 0.00396435 0.000293382 0.00423761 0.00408291 0.00425953 0.00470919 0.00436341 0.00463707 0.00244148 0.00350913 0.00830329 0.00485748
internal_weight=0 107 2274 158 2116 2062 1983 1589 1450 1375 394 308 139 217
internal_count=2381 107 2274 158 2116 2062 1983 1589 1450 1375 394 308 139 217
is_linear=0
shrinkage=0.16829


Tree=9233
num_leaves=18
num_cat=0
split_feature=0 4 1 1212 4 0 13 3 43 3 2 2 3 0 11 0 403
split_gain=0.100428 0.0774624 0.0671165 0.0639301 0.155416 0.0666156 0.0728651 0.0719303 0.0598002 0.0831579 0.0918014 0.0742553 0.0565931 0.0528098 0.0506818 0.0492931 0.0492307
threshold=0.12539500000000003 0.043850000000000007 0.13251500000000002 0.091315000000000021 -0.082024999999999987 0.0037850000000000002 -0.16152999999999998 -0.15680499999999997 0.066795000000000007 -0.11327499999999999 0.085145000000000012 0.10060500000000001 -0.072579999999999992 -0.045754999999999997 0.075910000000000019 -0.071719999999999992 -0.085764999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 5 -5 6 -1 -7 9 -3 -11 -12 -13 14 16 -4 -8
right_child=-2 2 15 4 -6 7 13 -9 -10 10 11 12 -14 -15 -16 -17 -18
leaf_value=-0.0012681050270980151 -0.0030609754890449288 -0.0061457384571745009 0.001464487411429857 -0.0066023575071597193 0.0047268370920386243 0.004210215796986363 0.0065252980544773581 -0.0040769663276291682 0.0054179802026053199 0.0056927757651216333 -0.0057918347094007448 0.0053615277472841968 -0.0010856263965137926 0.0098363303735392454 0.0094697365488421916 0.0079668024422844177 0.0037860153141669639
leaf_weight=60 73 57 64 55 91 63 228 56 62 82 63 56 123 55 56 70 1067
leaf_count=60 73 57 64 55 91 63 228 56 62 82 63 56 123 55 56 70 1067
internal_value=0 0.00326666 0.00157269 0.00383027 0.000446684 0.00414081 0.00445174 0.000295268 0.000569857 -0.000214361 0.000823577 -0.000818893 0.000921324 0.00469711 0.00448656 0.00487463 0.00426969
internal_weight=0 2308 577 1731 146 1585 1466 119 443 381 324 242 179 1406 1351 134 1295
internal_count=2381 2308 577 1731 146 1585 1466 119 443 381 324 242 179 1406 1351 134 1295
is_linear=0
shrinkage=0.16829


Tree=9234
num_leaves=17
num_cat=0
split_feature=3 3 3 13 484 475 484 49 133 43 133 3 484 16 3 133
split_gain=0.0910275 0.0492482 0.0671073 0.0573477 0.0510088 0.071034 0.0854397 0.0439547 0.0543323 0.0806902 0.074327 0.0411759 0.0360822 0.0284983 0.0437888 0.00978663
threshold=0.31534000000000006 0.099220000000000017 -0.008649999999999998 -0.087394999999999987 -0.084699999999999984 -0.082274999999999987 0.085640000000000008 0.12497000000000001 0.093255000000000018 -0.11278499999999998 0.11588000000000002 0.077930000000000013 -0.22385499999999997 0.048520000000000001 0.13772500000000001 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 12 6 -6 8 9 -7 -10 -5 -1 14 -3 -14
right_child=-2 13 3 11 5 7 -8 -9 10 -11 -12 -13 15 -15 -16 -17
leaf_value=0.0027928994367207786 -0.00301454442145494 0.010429216310691658 0.0046292284702785539 -0.004250606699765575 -0.0039652163109924234 -0.0011353252219240518 0.0042547656636818896 -0.0014735625818794484 0.0092989570696026657 0.003069277093505374 0.0034895180344872772 0.0010136605334943702 0.0058733745628194453 0.002280971654715757 0.0037358469297997512 0.0092469180418276765
leaf_weight=82 80 56 52 89 96 147 57 62 85 1037 242 79 55 53 57 52
leaf_count=82 80 56 52 89 96 147 57 62 85 1037 242 79 55 53 57 52
internal_value=0 0.00274974 0.0025311 -0.000245053 0.00285097 0.0025616 -0.000891128 0.00289858 0.00307917 0.00254574 0.00500511 -0.00176445 0.00548405 0.00555099 0.00706881 0.00752964
internal_weight=0 2301 2135 220 1915 1726 153 1573 1511 1184 327 168 189 166 113 107
internal_count=2381 2301 2135 220 1915 1726 153 1573 1511 1184 327 168 189 166 113 107
is_linear=0
shrinkage=0.16829


Tree=9235
num_leaves=20
num_cat=0
split_feature=4 3 10 4 3 0 0 52 0 0 0 15 0 14 16 50 13 0 156
split_gain=9.20749 1.6746 0.66344 0.495666 0.403714 0.270688 0.269648 0.267109 0.371822 0.221418 0.333923 0.182351 0.297705 0.170649 0.137255 0.0848563 0.11261 0.088567 0.0440063
threshold=0.30163500000000004 -0.065259999999999999 -1.0000000180025095e-35 -0.37983499999999992 0.11191000000000002 -0.099329999999999988 -0.061994999999999995 -0.53283999999999987 -0.062694999999999987 -0.14454499999999995 -0.10566999999999999 -0.013084999999999998 -0.13010499999999997 -0.36617499999999997 0.070130000000000012 0.092410000000000006 -0.066934999999999981 -0.076539999999999983 0.10463000000000001
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 -2 11 18 9 -9 -11 12 -5 -7 -10 17 -17 -12 -1
right_child=5 2 3 4 -6 13 -8 8 14 10 15 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0012217926042312512 0.00040295889538591702 0.00045190167023660563 0.0010805259496948424 0.00069268270539483935 0.00056014313271542397 0.00032264867719807353 0.00063091001776933683 0.0012186178464298424 0.00068833507527707287 0.00074619003817693946 0.0010365336801991052 0.0010371397290589634 0.00096053879723315572 8.7781948808589779e-05 0.00091906977138414623 0.00099827585884965293 0.00082959286451115015 0.00094920035359987039 0.0010867551490367213
leaf_weight=60 104 58 72 91 74 56 59 53 55 56 843 63 93 86 62 151 65 162 63
leaf_count=60 104 58 72 91 74 56 59 53 55 56 843 63 93 86 62 151 65 162 63
internal_value=0 0.000950081 0.000785486 0.000828213 0.000780314 0.000274779 0.000833443 0.00100353 0.000990803 0.0010066 0.000997775 0.000881678 0.000828258 0.000180654 0.000810906 0.00100929 0.000947678 0.00102249 0.00115291
internal_weight=0 2080 510 452 380 246 306 1570 1447 1330 1277 247 184 142 117 1221 216 1005 123
internal_count=2326 2080 510 452 380 246 306 1570 1447 1330 1277 247 184 142 117 1221 216 1005 123
is_linear=0
shrinkage=0.0032998


Tree=9236
num_leaves=17
num_cat=0
split_feature=3 3 13 42 12 1213 156 3 1 13 16 13 12 13 1 1203
split_gain=0.0784047 0.240767 0.0762703 0.068172 0.065711 0.0575601 0.0653348 0.0657809 0.064183 0.0749438 0.107601 0.0599896 0.0554311 0.0762089 0.0466765 0.0392023
threshold=-0.14162499999999997 -0.11255999999999998 0.085880000000000012 0.086555000000000007 0.11721500000000001 0.12389500000000002 0.087825000000000014 -0.081979999999999983 0.085265000000000021 -0.011834999999999998 -0.0021749999999999994 -0.050754999999999995 0.083970000000000017 -0.085499999999999979 0.091055000000000011 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 8 -8 12 11 -11 -10 13 -3 -9 -14
right_child=1 4 -4 -5 -6 -7 7 14 9 10 -12 -13 15 -15 -16 -17
leaf_value=0.013759746977080878 -0.0082401005691889809 0.009971473637489606 0.0030381262098074422 0.0051470763432488499 -0.0013855481525940306 0.0080869986233138673 0.0017244606666349154 0.0048963366866250869 0.0021692114419228823 0.0014116468692536655 -0.0063066940225414399 0.0075377063244488922 0.0028695732945651768 0.0030271635230991385 0.011071121414083876 0.0076275149988164637
leaf_weight=54 53 89 100 52 83 73 68 68 361 206 68 71 761 92 74 53
leaf_count=54 53 89 100 52 83 73 68 68 361 206 68 71 761 92 74 53
internal_value=0 0.0029504 0.00639845 0.00955161 0.00323821 0.00343254 0.0032538 0.00606224 0.00290603 0.00167423 -0.000497297 0.00305569 0.00377824 0.0064517 0.00812683 0.00318157
internal_weight=0 2120 206 106 2067 1984 1911 210 1701 706 274 432 995 181 142 814
internal_count=2326 2120 206 106 2067 1984 1911 210 1701 706 274 432 995 181 142 814
is_linear=0
shrinkage=0.16829


Tree=9237
num_leaves=16
num_cat=0
split_feature=10 0 0 0 403 12 403 484 12 4 0 51 52 0 483
split_gain=0.0583723 0.158216 0.0743615 0.0898905 0.0442095 0.105783 0.0797479 0.0558551 0.0900496 0.056219 0.071318 0.0528363 0.0384111 0.014786 0.00584813
threshold=-1.0000000180025095e-35 -0.068669999999999995 0.014040000000000002 0.12113000000000002 -0.10098499999999998 0.086935000000000012 -0.088434999999999986 -0.069939999999999988 0.083785000000000012 -0.15450999999999995 -0.046734999999999992 -0.22361999999999996 0.086065000000000016 -0.083489999999999995 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 -6 8 -8 -9 11 -11 -7 14 -10
right_child=2 -3 3 -5 6 12 7 9 13 10 -12 -13 -14 -15 -16
leaf_value=0.005261381638477656 0.010425273284307692 -0.0070072037838994532 0.0097258388758605357 0.0024494688342906069 -0.0041212089915408767 0.00040276540004863265 -0.0053176026875080178 0.0083524610030095998 0.004655490770356421 0.0072297339534696135 -0.0034007228651946604 0.0026727823879942689 0.0051685573575620761 0.00038570932585893703 0.0020537783561963164
leaf_weight=59 67 60 96 98 53 103 63 52 52 77 52 1261 91 89 53
leaf_count=59 67 60 96 98 53 103 63 52 52 77 52 1261 91 89 53
internal_value=0 -0.000909362 0.00290576 0.00605941 0.00260094 0.004651 0.00229451 0.00249571 0.000202535 0.00290316 0.00269801 0.00293637 0.00264753 0.00200442 0.00335936
internal_weight=0 119 2207 194 2013 261 1752 1699 257 1442 1390 1338 194 194 105
internal_count=2326 119 2207 194 2013 261 1752 1699 257 1442 1390 1338 194 194 105
is_linear=0
shrinkage=0.16829


Tree=9238
num_leaves=16
num_cat=0
split_feature=2 2 0 0 1 14 2 3 52 42 42 1455 0 2 4
split_gain=0.0674809 0.0929247 0.0609335 0.0980919 0.0661597 0.0776158 0.0862742 0.247142 0.0630997 0.0469295 0.0380579 0.0436011 0.0454668 0.0332355 0.0390761
threshold=-0.14847999999999997 -1.0000000180025095e-35 0.12474500000000001 -0.016419999999999997 0.077300000000000021 -0.10708499999999999 1.0000000180025095e-35 -0.020854999999999995 -0.013174999999999997 0.095650000000000013 0.089625000000000024 0.081065000000000012 -0.096374999999999975 0.11266500000000002 0.0034000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 -6 9 -8 -5 -7 11 12 -3 14 -12
right_child=1 2 -4 8 5 6 7 -9 -10 -11 13 -13 -14 -15 -16
leaf_value=0.008145991429486691 -0.002947180555864111 0.0069138936342999233 -0.0032787970421116071 0.0038890572688961723 0.0061811642014480868 0.0012096176791690347 -0.0083999435036499412 0.0014260007944542213 0.011164066222400666 0.0056116424207997605 0.001633859340162937 -0.0003227120162496543 0.0033725254256409256 0.0050568148499119938 -0.0035141863724021415
leaf_weight=54 98 123 53 88 75 307 102 250 56 89 183 74 665 55 54
leaf_count=54 98 123 53 88 75 307 102 250 56 89 183 74 665 55 54
internal_value=0 0.00211387 0.00234284 0.00248416 0.00217394 0.00101783 0.000497716 -0.00141619 0.0067307 0.0022035 0.00299689 0.00356062 0.00392758 0.00132656 0.000453306
internal_weight=0 2272 2174 2121 1977 823 748 352 144 396 1154 862 788 292 237
internal_count=2326 2272 2174 2121 1977 823 748 352 144 396 1154 862 788 292 237
is_linear=0
shrinkage=0.16829


Tree=9239
num_leaves=19
num_cat=0
split_feature=4 3 2 2 2 4 51 0 2 12 0 12 16 12 3 1456 2 12
split_gain=4.37673 1.86312 0.68473 0.567251 0.458111 0.241115 0.188529 0.182386 0.160599 0.152521 0.237857 0.125648 0.0920434 0.0887336 0.1078 0.0817348 0.10051 0.0612978
threshold=0.30163500000000004 -0.064294999999999977 0.14271500000000001 -0.007134999999999999 0.13752500000000004 -0.053824999999999991 0.089455000000000021 -0.14454499999999995 0.10515500000000001 -1.0000000180025095e-35 -0.12324999999999998 0.083370000000000014 0.19578000000000004 0.084055000000000005 -0.23303499999999996 -0.075669999999999987 0.097070000000000004 0.089150000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 8 12 9 -1 -2 10 -7 -9 -5 -13 -15 17 -17 -16
right_child=4 2 -4 5 -6 6 -8 11 -10 -11 -12 13 -14 14 15 16 -18 -19
leaf_value=0.00089509003951562729 0.00015671101423406081 0.00020765810637692815 0.00011499664324517999 0.00079121752054223625 -5.0750314835030876e-05 0.0003051345627714393 0.00034764373178017429 0.00056352507696137667 0.00035683947196165592 0.0006509236749949733 0.00061082259589975967 0.0008101293613598634 0.00059560758238434892 0.00084660027907889344 0.00084447588839473855 0.00069578604394397801 0.00061365762221038021 0.00068691176146529491
leaf_weight=53 79 58 53 53 67 52 64 77 100 97 61 83 57 52 66 998 204 52
leaf_count=53 79 58 53 53 67 52 64 77 100 97 61 83 57 52 66 998 204 52
internal_value=0 0.000647211 0.000470274 0.000512796 0.00018156 0.000558792 0.000505918 0.000702446 0.000268711 0.000553987 0.000470464 0.000695759 0.000690176 0.000702732 0.00069621 0.000690258 0.000681877 0.000775339
internal_weight=0 2080 495 442 246 384 274 1585 179 210 113 1532 110 1455 1372 1320 1202 118
internal_count=2326 2080 495 442 246 384 274 1585 179 210 113 1532 110 1455 1372 1320 1202 118
is_linear=0
shrinkage=0.0032998


Tree=9240
num_leaves=17
num_cat=0
split_feature=39 150 456 3 13 160 400 3 42 42 16 11 42 1 1 4
split_gain=0.102318 0.0708849 0.0906424 0.0670561 0.114174 0.0630085 0.0527382 0.048042 0.125513 0.0409545 0.058709 0.0368619 0.0361388 0.030367 0.0545065 0.0219751
threshold=0.10076500000000001 0.085455000000000017 0.041000000000000002 0.11924500000000002 -0.41143499999999994 -0.53327999999999987 -0.077959999999999988 -0.12077499999999998 0.082755000000000009 0.08648500000000002 -0.0021749999999999994 0.077290000000000011 0.087495000000000003 0.086050000000000015 0.10044000000000002 -0.082634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 5 -5 -1 15 8 11 10 -9 -8 -11 -3 -15 -7
right_child=-2 2 -4 4 -6 6 7 9 -10 12 -12 -13 -14 14 -16 -17
leaf_value=-0.0022336795738939334 -0.003235729758629147 0.0044569977684191875 -0.006285491173136982 0.0042413858285456239 -0.0063245558980047313 0.0023317226788121472 -0.00019366232323380348 0.0028519523043529491 0.012437710850143424 -0.001960702241051983 0.00599925769445707 0.0051391508565269044 0.002336041179922331 -0.0043203093195494473 0.0026952209033916257 -0.0020593596982082267
leaf_weight=66 99 61 57 55 61 56 57 618 57 61 233 100 566 52 79 76
leaf_count=66 99 61 57 55 61 56 57 618 57 61 233 100 566 52 79 76
internal_value=0 0.00228494 -0.00038688 0.00261748 -0.00129935 0.00285883 0.00304409 0.0032969 0.00566274 0.00295313 0.00371578 0.00319159 0.00191515 0.00135491 -7.58554e-05 -0.000182866
internal_weight=0 2255 249 2006 116 1890 1824 1692 214 1478 851 157 627 192 131 132
internal_count=2354 2255 249 2006 116 1890 1824 1692 214 1478 851 157 627 192 131 132
is_linear=0
shrinkage=0.16829


Tree=9241
num_leaves=17
num_cat=0
split_feature=1 1 16 16 150 39 11 16 159 1 50 16 457 1209 1 1
split_gain=4.69489 0.973627 0.444646 0.283557 0.279167 0.223519 0.226084 0.178033 0.136986 0.157643 0.132069 0.128931 0.128714 0.0893064 0.0883054 0.0693243
threshold=0.10915500000000002 0.13554500000000003 -0.51433499999999988 -0.116045 0.084680000000000019 0.081875000000000017 1.0000000180025095e-35 0.12292000000000002 0.083310000000000009 0.11831500000000002 -1.0000000180025095e-35 0.25032500000000008 0.080930000000000016 -0.033554999999999995 0.094165000000000013 0.093260000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -3 7 6 10 8 9 -2 -4 -8 13 -12 -7 -15
right_child=1 3 5 -5 -6 14 11 -9 -10 -11 12 -13 -14 15 -16 -17
leaf_value=0.00039457608915799744 0.00059923894185297114 0.00019491780126484984 0.00051358314139476901 -0.00010383982429214831 0.00021444127590888835 0.00063051174370953541 0.0009117813145397306 0.00061600961649216758 0.00026073535379801883 0.00034451649334357677 0.00057697483121938538 0.0006977426038485945 0.00056405072552454254 0.00068941771206098949 0.00043811899771327136 0.00076853737299403574
leaf_weight=62 52 78 53 62 69 53 76 57 53 56 74 55 95 1261 55 143
leaf_count=62 52 78 53 62 69 53 76 57 53 56 74 55 95 1261 55 143
internal_value=0 0.000288262 0.000670847 6.23592e-05 0.000398335 0.000680013 0.000689038 0.000456379 0.000399645 0.000467487 0.000678289 0.000822187 0.000683816 0.000691491 0.00053286 0.000697501
internal_weight=0 427 1927 140 287 1865 1757 218 161 108 1626 131 1573 1478 108 1404
internal_count=2354 427 1927 140 287 1865 1757 218 161 108 1626 131 1573 1478 108 1404
is_linear=0
shrinkage=0.0032998


Tree=9242
num_leaves=18
num_cat=0
split_feature=1 12 1 16 147 12 0 16 3 3 16 49 1 12 16 0 42
split_gain=3.64182 0.590568 0.583009 0.264406 0.2246 0.174415 0.10829 0.107705 0.0850121 0.0766909 0.11363 0.0650394 0.109391 0.0943916 0.0792827 0.0410448 0.0123336
threshold=0.10915500000000002 -0.086449999999999985 0.13554500000000003 0.12292000000000002 0.089365000000000014 0.12302 -0.11912999999999999 -0.116045 -0.020014999999999995 0.086245000000000016 0.081265000000000018 0.097085000000000019 0.089475000000000013 0.092735000000000026 0.25032500000000008 -0.073574999999999988 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 9 -2 -4 -8 11 -11 12 14 -14 -3 16 -13
right_child=2 4 7 -5 -6 -7 8 -9 -10 10 -12 15 13 -15 -16 -17 -18
leaf_value=0.00039670653020667639 0.00025601614223586721 0.00071117919321487773 0.00022103659757665738 0.00059114463801812839 0.00045077380946887291 0.00048205584539297964 0.00047648324287092908 3.6009461438041335e-05 0.00030671885577316613 0.00049583233002170927 0.00070772087133819139 0.00061682342030087501 0.00057249279548930211 0.00069207145141982887 0.00057555294956684324 0.00054742645772829532 0.00069870141905506227
leaf_weight=95 89 1090 78 62 53 53 79 62 57 63 52 52 149 151 52 61 56
leaf_count=95 89 1090 78 62 53 53 79 62 57 63 52 52 149 151 52 61 56
internal_value=0 0.000651306 0.000314312 0.000399537 0.000664489 0.000670837 0.000346582 0.000139348 0.000405591 0.000676613 0.000591949 0.000682635 0.000690031 0.000632798 0.000705034 0.000619323 0.000659605
internal_weight=0 1927 427 287 1832 1779 225 140 136 1726 115 1611 1442 300 1142 169 108
internal_count=2354 1927 427 287 1832 1779 225 140 136 1726 115 1611 1442 300 1142 169 108
is_linear=0
shrinkage=0.0032998


Tree=9243
num_leaves=13
num_cat=0
split_feature=40 2 1209 41 13 1210 457 2 15 13 15 1
split_gain=0.0910712 0.0912082 0.0566348 0.0585048 0.048458 0.0427435 0.0426257 0.0871652 0.0634561 0.0671114 0.0506277 0.0374106
threshold=0.051255000000000002 0.13752500000000004 0.082105000000000011 0.083975000000000008 0.17982000000000001 -0.080364999999999978 0.079590000000000008 -0.079939999999999983 -0.015069999999999998 -0.0049299999999999995 -0.42075999999999997 0.13630500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 7 -1 9 -8 -9 -3
right_child=-2 11 5 -5 -6 -7 8 10 -10 -11 -12 -13
leaf_value=0.0095935952962680534 -0.0043293238237272526 0.0014302899245502302 0.0093661049323612595 -0.0020521152494442719 0.0067106773007864209 0.0035401770489856569 -0.0012843785156713223 -0.0022218182707294146 -0.0045788335388079289 0.006924913909289834 0.0030002835290578252 -0.0039461910250171523
leaf_weight=56 52 72 68 67 95 78 61 54 53 52 1572 74
leaf_count=56 52 72 68 67 95 78 61 54 53 52 1572 74
internal_value=0 0.00277958 0.00305549 0.0028214 0.00299037 0.00626593 0.00279815 0.00305215 0.000213717 0.00247745 0.00282575 -0.00128247
internal_weight=0 2302 2156 2010 1943 146 1848 1682 166 113 1626 146
internal_count=2354 2302 2156 2010 1943 146 1848 1682 166 113 1626 146
is_linear=0
shrinkage=0.16829


Tree=9244
num_leaves=17
num_cat=0
split_feature=3 393 42 2 42 159 16 2 150 42 49 0 124 2 12 15
split_gain=0.0708685 0.0601523 0.0590122 0.0825962 0.0776693 0.0722807 0.0971614 0.0642113 0.0571124 0.0497675 0.067078 0.0815588 0.0484381 0.0385633 0.0288884 0.0253349
threshold=0.31370500000000007 0.086855000000000016 0.08648500000000002 0.13290500000000002 0.087505000000000013 0.087575000000000014 0.022165000000000004 -0.043079999999999993 0.085825000000000012 0.088285000000000016 -0.015064999999999999 -0.086764999999999995 -0.085059999999999983 0.078405000000000016 0.08486500000000001 -0.023464999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 14 -1 12 -6 -11 -12 -9 -14 -7 -10
right_child=-2 -3 3 -5 9 6 -8 8 15 10 11 -13 13 -15 -16 -17
leaf_value=0.0085506912845444271 -0.0025801286003723145 -0.0017517405750899025 -0.0028679164380538105 -0.0036572680822216145 0.0074906812861113958 0.00060632851976011803 0.01201459597031802 0.0077896141691020642 0.0011303498349158338 -0.0026725168855715764 0.0063652252200278574 0.0016228317763044291 1.145238385064091e-05 0.0030878439074613034 0.0059883760826341973 -0.0036793463035765797
leaf_weight=52 85 96 83 81 54 52 59 55 74 72 136 427 137 774 64 53
leaf_count=52 85 96 83 81 54 52 59 55 74 72 136 427 137 774 64 53
internal_value=0 0.00235969 0.00254216 0.00144739 0.00198531 0.00324825 0.00644137 0.00275865 0.00248145 0.00257256 0.00215149 0.00277161 0.00292296 0.00262718 0.00359122 -0.0008627
internal_weight=0 2269 2173 853 772 1320 175 1145 1093 689 635 563 966 911 116 127
internal_count=2354 2269 2173 853 772 1320 175 1145 1093 689 635 563 966 911 116 127
is_linear=0
shrinkage=0.16829


Tree=9245
num_leaves=17
num_cat=0
split_feature=10 43 16 13 13 43 16 484 124 402 16 3 3 3 484 13
split_gain=0.0686135 0.0657181 0.14058 0.0809439 0.11972 0.0438507 0.0703961 0.0815357 0.0670098 0.0589141 0.0588126 0.0655014 0.126994 0.051193 0.0366998 0.0188557
threshold=0.058500000000000003 0.085460000000000022 -0.14743999999999996 -0.099039999999999975 -0.23438999999999996 0.0061450000000000003 -0.068504999999999996 -0.011244999999999998 -0.0076699999999999989 -1.0000000180025095e-35 -0.038799999999999994 -0.10175499999999998 -0.15836499999999998 0.097710000000000005 -0.16418499999999997 -0.042924999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -5 -9 -7 -8 12 -12 -10 -13 -4
right_child=-2 2 15 5 -6 9 10 8 13 -11 11 14 -14 -15 -16 -17
leaf_value=0.0017166152902516225 -0.0044686475825643709 0.010699400949403578 0.0037132985643669554 0.0082336861975521695 -0.0079514917952785199 0.0026192972295362902 -0.0030801444969761676 -0.0025717256710587658 0.0025911035313227037 -0.0048530054170493791 0.0028794779419205954 -0.0022126794771566986 -0.0074818456214991794 0.0080718127840420806 0.0022793197720590692 5.6814789724295454e-05
leaf_weight=85 52 70 72 79 63 55 92 66 590 65 70 55 64 53 733 92
leaf_count=85 52 70 72 79 63 55 92 66 590 65 70 55 64 53 733 92
internal_value=0 0.00170408 0.00438092 0.00140061 -0.00238672 0.00169318 0.00190104 0.00309528 0.0025202 -0.00141323 0.000971206 0.00137741 -0.00205581 0.00304565 0.00196351 0.00167306
internal_weight=0 2304 234 2070 148 1922 1802 788 709 120 1014 922 134 643 788 164
internal_count=2356 2304 234 2070 148 1922 1802 788 709 120 1014 922 134 643 788 164
is_linear=0
shrinkage=0.16829


Tree=9246
num_leaves=23
num_cat=0
split_feature=2 12 30 48 47 15 15 16 15 12 11 16 16 2 157 49 156 151 1455 401 0 156
split_gain=2.15277 1.06716 0.349712 0.252822 0.274459 0.231097 0.211597 0.167458 0.157159 0.156134 0.210707 0.150205 0.417559 0.194358 0.108961 0.0838064 0.0726094 0.110637 0.0994997 0.0632076 0.044744 0.0295044
threshold=0.13574000000000003 0.082780000000000006 0.085875000000000021 0.088580000000000006 0.077555000000000013 -0.17677499999999999 -0.044164999999999989 -0.082909999999999984 -0.26826999999999995 0.090465000000000004 0.081790000000000015 -0.038799999999999994 -0.41863499999999992 0.10054500000000001 -0.013599999999999999 0.079765000000000016 0.085835000000000009 -0.070479999999999987 0.018650000000000003 0.078085000000000016 -0.078664999999999985 0.089950000000000016
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 2 3 4 11 -3 8 -5 -2 16 14 12 -1 -13 -11 20 17 -7 19 -19 -16 -18
right_child=6 5 -4 7 -6 9 -8 -9 -10 10 -12 13 -14 -15 15 -17 21 18 -20 -21 -22 -23
leaf_value=0.00065421571433347213 0.0002475259082015281 0.00049816166549202857 0.00027879810297176802 0.00029759792384650161 0.00081784161394544562 0.00061732064720198068 0.00011106140379774597 0.00053857396452858545 0.00049185701850539172 0.00052932680521320405 0.00084180253249056369 0.00072765710521886654 0.00031341114218905067 0.00048790731973759679 0.00064537147708192805 0.00057694224747374115 0.00086558929201892569 0.00071139404246277729 0.00088075094493021168 0.00081092411338052164 0.00071190705890582457 0.00075147856387159121
leaf_weight=82 66 62 55 58 55 95 58 71 52 73 72 98 76 61 205 99 66 463 53 89 295 52
leaf_count=82 66 62 55 58 55 95 58 71 52 73 72 98 76 61 205 99 66 463 53 89 295 52
internal_value=0 0.000654894 0.000529854 0.000557345 0.000601236 0.000697681 0.000275144 0.000430501 0.000355496 0.000705578 0.00067046 0.000563544 0.000490507 0.000635899 0.00065205 0.000666947 0.000737475 0.000724255 0.000740988 0.000727505 0.000684698 0.000815602
internal_weight=0 2180 556 501 372 1624 176 129 118 1562 744 317 158 159 672 599 818 700 605 552 500 118
internal_count=2356 2180 556 501 372 1624 176 129 118 1562 744 317 158 159 672 599 818 700 605 552 500 118
is_linear=0
shrinkage=0.0032998


Tree=9247
num_leaves=20
num_cat=0
split_feature=15 13 12 12 43 52 15 0 43 13 12 1213 1213 2 2 2 0 0 159
split_gain=3.09461 1.8354 1.10504 0.641238 0.409503 0.232438 0.236439 0.212304 0.199209 0.184154 0.163711 0.178238 0.209304 0.156897 0.285557 0.107013 0.0904729 0.165334 0.0647717
threshold=-0.2987999999999999 -0.16392499999999996 0.077755000000000005 0.11844 -0.031974999999999996 -0.082824999999999996 -0.097984999999999989 -0.10653 -0.095244999999999982 -0.10477499999999999 0.090465000000000004 -0.086554999999999979 -0.13252999999999998 0.13752500000000004 0.11225500000000001 0.096685000000000007 0.04939000000000001 -0.060199999999999997 0.08351500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 4 9 8 -6 -7 -8 -3 -4 11 12 -11 14 -1 -10 17 -12 -13
right_child=1 2 3 -5 5 6 7 -9 15 10 16 18 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0001747033184697325 0.00027031177032370854 0.00063053058559755354 0.00095439325070021254 0.00048690590850409838 0.00082437110302726636 0.00077617495182342728 0.00040879221631067402 0.00068456744135884299 0.00047643992958580118 0.00083854452028696801 0.00075116851632272327 0.00082035722863168137 0.00055618431568806265 0.00010728223481080537 0.00050056716540105369 0.00027537915229730006 0.00087651140329100862 0.00058449026886814499 0.00092040324184371549
leaf_weight=65 97 53 72 81 76 61 74 53 65 56 542 622 61 54 54 54 53 76 87
leaf_count=65 97 53 72 81 76 61 74 53 65 56 542 622 61 54 54 54 53 76 87
internal_value=0 0.000714595 0.000735238 0.000774346 0.000587156 0.000669081 0.000606116 0.000524157 0.000461207 0.000789162 0.000781192 0.000812747 0.000691632 0.000255781 0.00032287 0.000385498 0.000742295 0.000730728 0.000832683
internal_weight=0 2183 2086 1650 436 264 188 127 172 1569 1497 826 117 173 119 119 671 618 709
internal_count=2356 2183 2086 1650 436 264 188 127 172 1569 1497 826 117 173 119 119 671 618 709
is_linear=0
shrinkage=0.0032998


Tree=9248
num_leaves=19
num_cat=0
split_feature=4 39 13 42 0 160 0 0 0 13 11 0 16 4 42 0 13 4
split_gain=3.15792 0.757964 0.802089 0.303771 0.266358 0.263275 0.241408 0.176074 0.169996 0.165505 0.129031 0.163862 0.192374 0.128594 0.0967897 0.0852268 0.074704 0.0188376
threshold=0.36766000000000004 0.082470000000000016 -0.16392499999999996 -1.0000000180025095e-35 -0.069734999999999978 -0.077799999999999994 -0.10324499999999999 -0.22607999999999998 -0.037794999999999995 -0.011834999999999998 0.076160000000000019 -0.10023499999999998 -0.116045 -0.49269499999999994 0.088285000000000016 -0.036119999999999992 -0.015744999999999999 -0.0063999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 -6 16 -4 -8 -5 11 12 -9 -7 -13 17 -2 -15
right_child=6 3 4 9 5 13 8 10 -10 -11 -12 14 -14 15 -16 -17 -18 -19
leaf_value=0.00033090216164123403 0.00028796810430237982 0.00065995051779512044 0.00053806738414982473 0.00046479009606061262 0.00040241579639224988 0.00075962316804785099 5.9594386134227246e-05 0.00070692349387661607 0.00028814232854266559 0.00022734872376671352 0.00086867671344867273 0.00073829476978741395 0.00046244268272643558 0.00067200168111573432 0.00067298754164528819 0.00049574465249724493 0.00046771809449861932 0.00058999534615342803
leaf_weight=73 52 54 68 77 60 79 75 81 68 56 57 842 64 104 374 62 52 58
leaf_count=73 52 54 68 77 60 79 75 81 68 56 57 842 64 104 374 62 52 58
internal_value=0 0.000651545 0.000671095 0.000450418 0.000684507 0.000603692 0.000256942 0.000704225 0.000168521 0.00036508 0.000712168 0.000705587 0.000599258 0.000643432 0.000718237 0.000602297 0.000378182 0.000642859
internal_weight=0 2109 1922 187 1849 363 247 1486 143 133 1418 1361 145 303 1216 224 104 162
internal_count=2356 2109 1922 187 1849 363 247 1486 143 133 1418 1361 145 303 1216 224 104 162
is_linear=0
shrinkage=0.0032998


Tree=9249
num_leaves=23
num_cat=0
split_feature=12 4 13 47 484 49 16 40 151 4 2 12 1213 129 50 3 157 12 400 160 39 128
split_gain=0.0726212 0.151407 0.0918501 0.0718901 0.0910319 0.102791 0.130561 0.0852328 0.105204 0.0919699 0.0816185 0.0606183 0.0909052 0.0692695 0.0618539 0.0588974 0.0518937 0.050655 0.0462673 0.0303077 0.029753 0.0217768
threshold=0.084115000000000009 0.36766000000000004 -0.093959999999999988 0.096770000000000009 0.091180000000000011 -0.07107999999999999 -0.34140499999999996 -0.0057599999999999986 -0.065174999999999983 -0.15805499999999997 0.10866500000000003 0.090465000000000004 -0.08342999999999999 0.048480000000000009 0.102455 -0.080734999999999987 -0.029304999999999998 0.088465000000000002 -1.0000000180025095e-35 -0.23730999999999999 0.085155000000000022 0.082695000000000005
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 15 4 5 20 10 -8 -9 -10 -7 12 -4 14 17 -2 -13 -14 -18 -20 -1 -21
right_child=1 -3 11 -5 -6 6 7 8 9 -11 -12 16 13 -15 -16 -17 18 -19 19 21 -22 -23
leaf_value=0.0070824755479082088 0.01232418091719225 -0.0048293967594103589 -7.3935035427916408e-05 0.0056728769747550842 0.0069266501557460128 0 0.0018907749218359474 0.0018524628955418354 0.00037869638711209973 -0.0077357746911113426 0.0090139162854838296 -0.0012618289768555628 0.0057473766986552814 0 0.0012427854710176927 0.0048017141407164406 -0.001756536758402257 0.010053840053057936 0 0.0041979500822348298 0.0017927312527390832 0.00086471637407826703
leaf_weight=64 55 60 101 100 63 63 97 68 52 160 52 98 333 60 67 66 55 103 69 446 59 65
leaf_count=64 55 60 101 100 63 63 97 68 52 160 52 98 333 60 67 66 55 103 69 446 59 65
internal_value=0 0.00344904 0.00377744 0.0014575 0.000833109 0.000205971 -0.000878816 -0.00239594 -0.0038874 -0.00573696 0.00407909 0.00338999 0.00455757 0.00539163 0.00603635 0.00823587 0.00232987 0.00676885 0.00288701 0.00333044 0.00455973 0.00377747
internal_weight=0 1578 1518 778 678 615 492 377 280 212 115 1397 664 563 503 121 733 436 635 580 123 511
internal_count=2356 1578 1518 778 678 615 492 377 280 212 115 1397 664 563 503 121 733 436 635 580 123 511
is_linear=0
shrinkage=0.16829


Tree=9250
num_leaves=16
num_cat=0
split_feature=2 15 3 2 12 16 42 14 16 150 42 42 1429 15 2
split_gain=4.63673 1.70621 1.15196 0.805209 0.520881 0.320842 0.268532 0.263215 0.188895 0.189417 0.178578 0.134657 0.106221 0.125506 0.0288694
threshold=0.11891500000000001 -0.37478999999999996 0.11372500000000001 0.16394500000000004 -0.011819999999999999 0.062365000000000011 -0.0043149999999999994 0.076175000000000007 0.11346000000000002 0.082965000000000025 0.08426500000000002 0.091315000000000021 1.0000000180025095e-35 -0.045404999999999994 0.13443000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 6 14 -3 8 9 11 -11 -6 13 -10 -2
right_child=3 2 -4 -5 7 -7 -8 -9 12 10 -12 -13 -14 -15 -16
leaf_value=0.00029608858959447027 0.00040956188570968915 0.00084250749855630924 0.00043167855010288909 -3.0375362528204039e-06 0.00089898339129566385 0.00062871277360414875 0.00055855390708293181 0.0010655494514121703 0.00081370768686738859 0.00063018986563554314 0.00086595184585582083 0.00081313235123997769 0.00090172601411340949 0.00065544456893154546 0.00031039598287577457
leaf_weight=68 59 58 77 56 1009 68 101 67 123 69 75 261 59 105 83
leaf_count=68 59 58 77 56 1009 68 101 67 123 69 75 261 59 105 83
internal_value=0 0.000810942 0.000828395 0.000347912 0.000844229 0.000441666 0.000662356 0.000860565 0.00085247 0.000868343 0.000753227 0.000881368 0.000774146 0.000740978 0.000351847
internal_weight=0 2072 2004 266 1927 210 159 1768 1701 1414 144 1270 287 228 142
internal_count=2338 2072 2004 266 1927 210 159 1768 1701 1414 144 1270 287 228 142
is_linear=0
shrinkage=0.0032998


Tree=9251
num_leaves=30
num_cat=0
split_feature=2 3 2 4 3 124 15 4 15 159 403 15 15 15 4 52 3 15 1455 15 403 15 3 50 15 2 15 15 51
split_gain=2.17364 1.00132 0.459094 0.329809 0.201801 0.270998 0.221944 0.169252 0.146675 0.142235 0.193053 0.134557 0.125464 0.102117 0.0827857 0.20953 0.0993549 0.0760294 0.0502724 0.0458723 0.0424117 0.0396152 0.0338887 0.0311194 0.0304588 0.0253931 0.0200142 0.0233653 0.0189416
threshold=0.11891500000000001 -0.041784999999999996 0.16394500000000004 -0.34140499999999996 0.11745500000000002 -1.0000000180025095e-35 -0.097984999999999989 0.029980000000000003 0.083185000000000023 0.082585000000000006 -0.081224999999999992 -0.094449999999999992 0.11822000000000001 -0.071614999999999984 -0.025694999999999999 -0.53937999999999986 -0.073444999999999983 -0.097499999999999989 0.086925000000000016 -0.089104999999999976 -0.085254999999999984 0.088005000000000014 -0.076099999999999987 0.092410000000000006 0.085355000000000014 0.084855000000000014 0.08765000000000002 0.090385000000000007 -0.014214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 -3 5 11 -7 -2 9 10 -1 -5 20 -8 15 -12 18 -9 -16 -11 24 25 23 -23 -10 -22 -26 -28 -21
right_child=2 3 -4 4 -6 6 13 17 12 19 14 -13 -14 -15 16 -17 -18 -19 -20 28 21 22 -24 -25 26 -27 27 -29 -30
leaf_value=0.00048884149334941845 0.00056954649023077675 0.00073444132485759239 8.1569308072578669e-05 0.0002957687302553465 0.00033552792357647611 0.00079284692239220899 0.00042048873160398123 0.00041612267602396359 0.00064897993829389131 0.0008415728666947191 0.00073000799691430075 0.00051618388353227363 0.00058778954354001683 0.00062282802720308936 0.00073160543234800459 0.00050166839242362456 0.00058300354673974898 0.00025991897743514686 0.00061642590789900737 0.00067076461206546213 0.00086389184231609089 0.00074925667091194103 0.00081843730309617878 0.0006530330302252558 0.00079514257524264322 0.00076787385064711457 0.0006614027227090951 0.00075825059634588405 0.0007692468687905083
leaf_weight=72 59 69 56 61 79 52 52 96 68 57 84 62 59 61 338 95 76 55 52 54 74 180 64 55 55 71 63 67 52
leaf_count=72 59 69 56 61 79 52 52 96 68 57 84 62 59 61 338 95 76 55 52 54 74 180 64 55 55 71 63 67 52
internal_value=0 0.000664977 0.00034782 0.000524142 0.000484507 0.000525251 0.000613069 0.000418652 0.000702488 0.000673062 0.000652715 0.000407159 0.000736695 0.000530028 0.000670954 0.000609019 0.000694668 0.000359461 0.000716338 0.000762345 0.000749249 0.000769709 0.0007466 0.000726886 0.000713203 0.000817119 0.000736619 0.000711588 0.000719409
internal_weight=0 2072 266 436 367 288 165 210 1636 880 717 123 756 113 645 179 466 151 390 163 697 444 299 235 253 145 185 130 106
internal_count=2338 2072 266 436 367 288 165 210 1636 880 717 123 756 113 645 179 466 151 390 163 697 444 299 235 253 145 185 130 106
is_linear=0
shrinkage=0.0032998


Tree=9252
num_leaves=19
num_cat=0
split_feature=4 40 48 41 16 0 15 0 48 0 0 4 0 4 15 483 4 160
split_gain=3.76285 1.2771 0.440547 0.479921 0.428793 0.420067 0.392986 0.633098 0.246097 0.175825 0.15338 0.142946 0.132234 0.163964 0.154705 0.128264 0.145839 0.090363
threshold=0.30163500000000004 -0.026419999999999996 0.087610000000000007 0.075585000000000013 -0.0098949999999999975 -0.093659999999999979 -0.13924999999999996 -0.10264999999999998 0.084965000000000027 -0.14216999999999999 -0.066044999999999979 0.10534500000000001 -0.17785499999999996 0.51400500000000016 -0.42075999999999997 -0.094369999999999996 -0.49432999999999994 -0.43346499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 9 -6 -4 -8 -1 -3 -9 17 -2 14 -14 -7 -17 -11
right_child=12 2 6 -5 5 15 7 10 -10 11 -12 -13 13 -15 -16 16 -18 -19
leaf_value=0.0006685389877468061 0.00049868078572295246 0.0010611865896085703 0.00089536999515048494 0.0011426041756985351 0.00048044728944132925 0.0009518304758562565 0.00032281315420383208 0.00082819954695284017 0.00041607317354933949 0.00098954761251369159 0.0005981542928496543 0.00073531879075219321 0.00052654534344837326 0.00018552733012833615 0.00027986788120089908 0.00090801030645565827 0.00074900622711299831 0.00086961506371933104
leaf_weight=78 62 56 84 59 52 52 55 87 94 80 52 84 53 64 60 78 389 799
leaf_count=78 62 56 84 59 52 52 55 87 94 80 52 84 53 64 60 78 389 799
internal_value=0 0.000803779 0.00082813 0.000848721 0.000837794 0.000764925 0.000705859 0.000623621 0.000530768 0.000878592 0.000742393 0.000867937 0.000366513 0.000320018 0.000395878 0.00079336 0.000775639 0.000880571
internal_weight=0 2099 1927 1649 1590 571 278 194 172 1019 139 963 239 177 113 519 467 879
internal_count=2338 2099 1927 1649 1590 571 278 194 172 1019 139 963 239 177 113 519 467 879
is_linear=0
shrinkage=0.0032998


Tree=9253
num_leaves=19
num_cat=0
split_feature=1 50 52 39 15 48 0 0 475 15 15 52 15 1447 1447 39 159 0
split_gain=0.156451 0.0847732 0.100123 0.119088 0.0951144 0.0868936 0.0834012 0.0783749 0.0702318 0.0811945 0.0647971 0.0607799 0.0641835 0.0394208 0.0925441 0.041958 0.0389295 0.0358403
threshold=0.10141500000000002 0.041865000000000006 -0.41304999999999997 0.084845000000000018 -0.033689999999999991 0.014805 0.040035000000000008 -0.049464999999999988 -0.084894999999999984 -0.015464999999999998 -0.26826999999999995 -0.076839999999999978 -0.41880499999999993 -0.086059999999999984 -0.080289999999999986 1.0000000180025095e-35 0.0055900000000000004 0.12539500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 10 7 8 9 -1 -4 -5 -13 -10 -15 16 -16 -8
right_child=1 -3 3 11 -6 -7 17 -9 13 -11 -12 12 -14 14 15 -17 -18 -19
leaf_value=0.0054309249820707244 0.0062638252757645863 0.0067611954153030231 -0.0017965544606842296 -0.0013329870899987167 -0.0089516789423292574 -0.0060959820456430291 -0.0026751018793296252 0.01131162545063753 0.0096792757237238562 -0.0037941019185749134 0.0056916504968277104 0.0013928683625303942 0.0097609484410671968 -0.0014376952064725846 0.004720099030576433 0.0095655028250551857 0.0074039448906616685 0.003427383009644471
leaf_weight=53 78 77 73 53 53 62 56 56 54 55 59 52 53 60 1148 63 180 53
leaf_count=53 78 77 73 53 53 62 56 56 54 55 59 52 53 60 1148 63 180 53
internal_value=0 0.00157245 0.000741536 -0.00031758 -0.00262967 -0.000893258 0.00480331 0.00509792 0.00488108 0.00071636 0.00153684 0.00328551 0.00563387 0.00517875 0.00501002 0.00528943 0.00508523 0.000275679
internal_weight=0 560 483 405 247 194 1778 1669 1613 108 132 158 105 1505 1451 1391 1328 109
internal_count=2338 560 483 405 247 194 1778 1669 1613 108 132 158 105 1505 1451 1391 1328 109
is_linear=0
shrinkage=0.16829


Tree=9254
num_leaves=24
num_cat=0
split_feature=4 3 3 3 43 156 3 52 14 4 15 15 13 133 3 3 16 133 16 13 1429 3 3
split_gain=9.75217 2.64111 1.01592 0.960025 1.47426 0.455266 0.442451 0.430769 0.416306 0.224221 0.23207 0.18698 0.174835 0.347793 0.130649 0.153222 0.127193 0.134616 0.126651 0.114191 0.0926324 0.136082 0.0190011
threshold=0.30163500000000004 -0.06340999999999998 0.13772500000000001 0.20828500000000003 -0.049914999999999994 0.050840000000000003 -0.10237999999999998 -0.059354999999999991 0.023790000000000002 0.053255000000000004 -0.064999999999999988 -0.46319999999999995 0.0061450000000000003 -0.0059799999999999992 0.099930000000000005 0.0045450000000000013 0.38845000000000002 0.044405000000000007 0.21684500000000004 -0.0088749999999999992 0.084885000000000002 -0.092019999999999977 -0.079979999999999982
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=1 8 6 4 7 14 -2 19 9 12 22 -8 18 -14 15 -6 17 -15 20 -3 21 -1 -11
right_child=2 3 -4 -5 5 -7 11 -9 -10 10 -12 -13 13 16 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0010159026844357071 0.00069905277184859125 0.00062590400135421507 -5.0618195617526147e-05 0.00044167788937708464 0.00092866258320376297 0.001287840553280815 0.00049229962705780062 0.00086334096690505384 0.0014050912663101404 0.0011384194784501175 0.0008341224638110297 0.00023494182341099036 0.00080123873997655444 0.00093266769898390535 0.00082262217241620508 0.0011382635872042729 0.0012395148011559137 0.0011512062037500313 0.0010167937127078725 0.00040510303700676611 0.0012769730901905894 0.0011502542774734885 0.0010340082551001293
leaf_weight=96 58 52 55 59 99 62 56 62 52 52 67 70 55 63 55 66 55 66 97 53 59 877 52
leaf_count=96 58 52 55 59 99 62 56 62 52 52 67 70 55 63 55 66 55 66 97 53 59 877 52
internal_value=0 0.00104602 0.000342305 0.00083859 0.000890667 0.00103638 0.000459947 0.000644402 0.00111223 0.00110231 0.000987853 0.000349603 0.00111659 0.00103383 0.000965353 0.00101272 0.00110316 0.00104475 0.00113408 0.000514788 0.00114507 0.00113703 0.00108655
internal_weight=0 2099 239 508 449 282 184 167 1591 1539 171 126 1368 239 220 165 184 129 1129 105 1032 973 104
internal_count=2338 2099 239 508 449 282 184 167 1591 1539 171 126 1368 239 220 165 184 129 1129 105 1032 973 104
is_linear=0
shrinkage=0.0032998


Tree=9255
num_leaves=17
num_cat=0
split_feature=4 150 11 1 48 41 3 2 39 4 3 13 13 2 4 3
split_gain=0.231627 0.103672 0.0826938 0.0791869 0.0690083 0.0873015 0.0627632 0.0758429 0.0813005 0.0803255 0.0667811 0.0565188 0.0864674 0.074341 0.0539496 0.042516
threshold=0.51400500000000016 0.11656000000000001 0.08976000000000002 0.089710000000000026 0.090720000000000009 0.07677500000000001 0.094285000000000008 1.0000000180025095e-35 0.084155000000000021 -0.077679999999999985 0.14121000000000003 -0.08731499999999999 -0.089624999999999982 0.11366500000000002 -0.011269999999999997 -0.082094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 11 7 9 -9 -5 -8 12 -1 -13 -6 -11
right_child=-2 -3 -4 6 14 -7 10 8 -10 15 -12 13 -14 -15 -16 -17
leaf_value=0.0045473095478434696 -0.0049731671019826356 -0.0017684563642202131 0.01033802051494696 -0.0018722216739880902 -0.0027050793149142067 0.011735057154278548 0.0096368323862025939 -0.0043561822100387747 0.0031126388148804002 0.0086801777645149104 0.002520901593769677 0.0060702071374833921 -0.0032260702924909491 0.001388250875609026 0.0040403031594233177 0.0035090421343052284
leaf_weight=160 79 77 67 68 54 59 70 93 74 57 82 949 54 108 88 229
leaf_count=160 79 77 67 68 54 59 70 93 74 57 82 949 54 108 88 229
internal_value=0 0.00428517 0.00449671 0.00431342 0.00500635 0.00538337 0.00279513 0.00191217 -0.00103589 0.00330799 0.00580979 0.00508711 0.00257741 0.00559352 0.00146251 0.00454594
internal_weight=0 2289 2212 2145 1472 1330 673 521 167 354 152 1271 214 1057 142 286
internal_count=2368 2289 2212 2145 1472 1330 673 521 167 354 152 1271 214 1057 142 286
is_linear=0
shrinkage=0.16829


Tree=9256
num_leaves=14
num_cat=0
split_feature=4 150 41 11 1 131 160 484 16 160 1456 2 2
split_gain=0.160324 0.0718132 0.0592223 0.0717055 0.0683161 0.0718972 0.0675582 0.0798949 0.0657462 0.101782 0.0611357 0.0536715 0.0225949
threshold=0.51400500000000016 0.11656000000000001 0.081235000000000016 0.079915000000000014 0.086920000000000011 0.096070000000000016 0.092280000000000015 -0.0048499999999999993 0.065440000000000012 -0.010599999999999998 -0.089834999999999984 0.081460000000000019 0.10796500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -6 10 -10 -1 -12 -11
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 12 11 -13 -14
leaf_value=-0.00052700579524616144 -0.0041362339879718489 -0.0014708432198978964 0.0080868028664109869 0.007930679629210036 0.0067260024222313315 0.0065866526717981719 0.0071037810986133978 0.00012614127344634429 -0.0050388742797080038 0.0049457790800546174 0.010122808400490346 0.0046389731917582961 0.0012388030145624822
leaf_weight=61 79 77 86 102 58 85 53 504 52 109 54 964 84
leaf_count=61 79 77 86 102 58 85 53 504 52 109 54 964 84
internal_value=0 0.00356468 0.00374078 0.00356413 0.00334319 0.00199348 0.00135573 0.000810463 0.00405542 0.00155562 0.00462137 0.00493163 0.00334169
internal_weight=0 2289 2212 2126 2024 700 615 562 1324 245 1079 1018 193
internal_count=2368 2289 2212 2126 2024 700 615 562 1324 245 1079 1018 193
is_linear=0
shrinkage=0.16829


Tree=9257
num_leaves=11
num_cat=0
split_feature=4 0 40 11 4 2 50 1447 1211 4
split_gain=0.119376 0.0972625 0.0629564 0.0716429 0.0548517 0.0584515 0.0552122 0.0747365 0.0767799 0.0225632
threshold=0.50373500000000015 -0.071844999999999978 -0.084904999999999994 0.08976000000000002 0.40780000000000005 0.14106500000000002 0.11700000000000001 -0.085804999999999979 0.078255000000000005 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 -9 -8
right_child=1 -3 3 -5 -6 -7 9 8 -10 -11
leaf_value=-0.001971076171253821 0.0025723163118967574 -0.0061997513438551421 -0.0021356453762281999 0.0094011340789267265 0.0081357856611078243 -0.0018860602545746196 0.0091977536666605752 0.0033868981410059328 -0.00089672681497549695 0.0045110933622688918
leaf_weight=68 69 74 81 52 59 69 53 1646 127 70
leaf_count=68 69 74 81 52 59 69 53 1646 127 70
internal_value=0 -0.00195451 0.00305435 0.00321361 0.0030599 0.00291265 0.00308104 0.00285025 0.00307905 0.00654516
internal_weight=0 143 2225 2157 2105 2046 1977 1854 1773 123
internal_count=2368 143 2225 2157 2105 2046 1977 1854 1773 123
is_linear=0
shrinkage=0.16829


Tree=9258
num_leaves=31
num_cat=0
split_feature=1 2 3 1 2 12 52 2 16 2 0 2 2 49 12 3 0 0 133 13 159 131 3 0 2 12 13 133 0 2
split_gain=7.54017 1.01464 0.995163 0.590217 0.462901 0.409668 0.367953 0.343866 0.309707 0.25913 0.245165 0.172414 0.127622 0.123409 0.121383 0.112613 0.0995307 0.0973764 0.081811 0.0662393 0.0618585 0.0547705 0.0528258 0.0442772 0.0397993 0.0558674 0.0359297 0.0331479 0.0300714 0.0165472
threshold=0.10915500000000002 0.10161500000000002 -0.063074999999999978 0.089710000000000026 0.14721500000000001 0.087965000000000015 -0.41304999999999997 0.11123500000000001 -0.027864999999999997 -1.0000000180025095e-35 -0.14454499999999995 0.113165 0.12228000000000001 0.047620000000000003 0.088125000000000023 -0.064294999999999977 -0.070064999999999975 -0.086409999999999987 -0.0061299999999999992 -0.087759999999999991 -0.0020949999999999996 0.090445000000000011 -0.08095999999999999 -0.082454999999999987 0.091955000000000023 0.088785000000000017 0.0015850000000000003 -0.098234999999999975 -0.082594999999999988 0.094120000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 10 9 28 26 -2 13 -4 -1 -10 -11 15 17 -8 24 18 27 -20 -19 22 -7 -22 25 -16 -3 -12 -5 -26
right_child=2 6 4 5 -6 21 8 -9 11 12 14 -13 -14 -15 16 -17 -18 20 19 -21 23 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0011161154926971509 0.00078138637254785532 0.00095613112846308396 0.00018029856782873806 0.00068068815420019855 6.218441273781677e-05 0.00076542292467925166 0.00079825234363404532 0.00042610810991790059 0.00065536848570518715 0.00053938180186260053 0.00093698739064588285 0.00040053883672209984 0.00033567117497579514 0.00089177578404880681 0.00084128619604440652 0.00058924642553099041 0.00075781708150566933 0.0011004319846179679 0.00078412402749769409 0.00092308067142710581 0.0010277728395654783 0.00095578843302135397 0.00089533247797850941 0.0009389926988746277 0.00082025764694339547 0.00096625359176328663 0.0008309300947502928 0.0010616937096064951 0.00056120205768768277 0.000899832107522498
leaf_weight=94 71 56 61 52 80 68 61 52 65 70 57 54 67 55 54 56 52 69 58 135 143 68 84 137 59 216 60 54 52 108
leaf_count=94 71 56 61 52 80 68 61 52 65 70 57 54 67 55 54 56 52 69 58 135 143 68 84 137 59 216 60 54 52 108
internal_value=0 0.000880761 0.000384119 0.000919131 0.000274552 0.000793116 0.000733606 0.000631474 0.000670474 0.000360179 0.000952136 0.000540028 0.000440014 0.000760519 0.000938607 0.000698516 0.000898292 0.000968744 0.000924146 0.000881504 0.00100749 0.000874185 0.000837447 0.00098446 0.000914927 0.000941391 0.000891676 0.000997973 0.000621284 0.00087193
internal_weight=0 1967 401 1560 278 324 407 123 291 198 1236 119 137 172 1142 117 489 653 304 193 349 220 152 280 437 270 116 111 104 167
internal_count=2368 1967 401 1560 278 324 407 123 291 198 1236 119 137 172 1142 117 489 653 304 193 349 220 152 280 437 270 116 111 104 167
is_linear=0
shrinkage=0.0032998


Tree=9259
num_leaves=21
num_cat=0
split_feature=3 2 0 2 52 0 51 49 156 0 2 15 156 0 160 133 42 1213 13 3
split_gain=0.110835 0.0656416 0.110851 0.0672705 0.0603825 0.0480916 0.0796038 0.0678854 0.0505198 0.0973417 0.0611781 0.0758673 0.0578209 0.0501089 0.0736336 0.0714002 0.0419026 0.0531826 0.0517113 0.00884197
threshold=0.31534000000000006 0.12051500000000002 -0.074544999999999986 0.11657500000000001 -1.0000000180025095e-35 -0.071844999999999978 -0.088934999999999986 0.084620000000000015 0.081415000000000015 0.11026000000000001 0.095415000000000014 -0.045404999999999994 0.11289500000000001 -0.087084999999999982 -0.14580499999999996 0.008405000000000001 0.086700000000000013 -0.082414999999999974 0.0032950000000000006 -0.077039999999999983
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 -3 5 -4 6 7 -1 9 10 11 -7 -10 14 -8 -16 18 -18 -15 -12
right_child=-2 2 4 -5 -6 8 13 -9 12 -11 19 -13 -14 16 15 -17 17 -19 -20 -21
leaf_value=0.0119659016953077 -0.0032804667324735442 -0.0054175987910389262 0.0061065449784398302 0.0093485311321252016 -0.00060753676996695184 0.0030661109970541388 0.0071285258484283503 0.0036466488450149189 -0.0051504129469558775 0.0084122734966372622 0.00602918737241602 -0.0042468770477301814 0.0025974942402932615 0.0063714165665142205 0.0029744194318104249 -0.00092929955958070205 -0.0011755038346115058 0.0039365704104215903 0.0024549399248632278 0.0028284533728385425
leaf_weight=59 79 66 78 53 73 76 78 54 57 68 52 85 52 341 380 203 74 253 135 52
leaf_count=59 79 66 78 53 73 76 78 54 57 68 52 85 52 341 380 203 74 253 135 52
internal_value=0 0.00312023 0.000326293 0.00341197 0.00284877 0.00325525 0.00369105 0.00800623 0.00169629 0.00272752 0.00126201 -0.000783624 -0.00143768 0.00335675 0.00226574 0.00161207 0.00425259 0.00277422 0.00526443 0.0044461
internal_weight=0 2289 217 2072 151 2019 1577 113 442 333 265 161 109 1464 661 583 803 327 476 104
internal_count=2368 2289 217 2072 151 2019 1577 113 442 333 265 161 109 1464 661 583 803 327 476 104
is_linear=0
shrinkage=0.16829


Tree=9260
num_leaves=13
num_cat=0
split_feature=160 1213 1210 12 1 158 1447 454 393 48 158 133
split_gain=0.116546 0.0904961 0.104406 0.0964877 0.0704045 0.0663523 0.0622299 0.0534035 0.0465623 0.0466671 0.0239064 0.00733378
threshold=-0.42929999999999996 -0.084774999999999989 -0.07983999999999998 0.085325000000000012 0.081925000000000012 0.098790000000000003 -0.085709999999999995 -1.0000000180025095e-35 0.086855000000000016 -0.032929999999999994 0.12023500000000002 -0.091614999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 -4 -8 9 -9 -7 -5
right_child=1 2 5 11 -6 10 7 8 -10 -11 -12 -13
leaf_value=0.0045479939392492098 0.01216342970255045 -0.0042104791067017243 0.0071100198670573664 0.0019797505766494241 0.012179233492542147 0.0073665823084560428 -0.0034267082487762736 -0.00096161025806101408 -0.0016546953214405468 0.0025054297941799267 0.0028461666089742935 0.0045950521680351046
leaf_weight=97 52 71 67 52 54 96 52 118 91 1479 53 85
leaf_count=97 52 71 67 52 54 96 52 118 91 1479 53 85
internal_value=0 0.00244963 0.00211986 0.00597682 0.00728894 0.00235056 0.00206756 0.00187236 0.00203666 0.00224813 0.00577071 0.0036155
internal_weight=0 2216 2027 189 151 1956 1807 1740 1688 1597 149 137
internal_count=2367 2216 2027 189 151 1956 1807 1740 1688 1597 149 137
is_linear=0
shrinkage=0.16829


Tree=9261
num_leaves=25
num_cat=0
split_feature=4 3 2 124 14 4 3 2 1447 4 16 3 3 3 1186 42 1213 3 16 43 11 43 42 16
split_gain=3.84111 1.52037 0.515755 0.473273 0.332784 0.277849 0.383236 0.233532 0.222276 0.199668 0.142234 0.138761 0.115731 0.112981 0.110802 0.118006 0.0838786 0.0794438 0.112148 0.0759736 0.0706381 0.0489599 0.0423193 0.0285754
threshold=0.30163500000000004 -0.06340999999999998 0.14234000000000005 -0.043384999999999993 -0.44847999999999993 -0.38908499999999996 0.11191000000000002 0.12708000000000003 -0.076814999999999981 0.049545000000000006 -0.15135499999999999 -0.078209999999999988 -0.086049999999999988 -0.011259999999999997 0.0044650000000000011 0.091475000000000015 -0.09280999999999999 0.077930000000000013 -0.052894999999999991 -0.040789999999999993 0.075910000000000019 -0.006474999999999999 0.11649000000000002 1.0000000180025095e-35
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 8 3 13 -2 -5 17 21 12 14 -11 -12 -1 -3 15 16 -10 18 -7 23 -18 -6 -21 -17
right_child=4 2 -4 5 7 6 -8 -9 9 10 11 -13 -14 -15 -16 19 20 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0010504009534759216 0.00056806950727703314 0.0003783823023696852 0.00031178009973169458 0.00091828206159975283 0.00027040640244128044 0.00077646214083908411 0.00042577752573134188 0.00011452640462270822 0.00094285880631922003 0.00080566358660920942 0.00049065849059790479 0.00073399257586429065 0.00085891155087854858 0.00057576587070830006 0.00065983707370319744 0.00063687546153957562 0.00081698319420060457 0.0008106709754918391 0.00056727701996675995 0.00085454084281834245 0.00091991099203412013 0.00040281426457646684 0.00073127404393928544 0.00074174133522883511
leaf_weight=58 52 68 59 58 52 59 58 69 80 74 52 53 96 62 52 53 764 85 57 99 87 82 52 86
leaf_count=58 52 68 59 58 52 59 58 69 80 74 52 53 96 62 52 53 764 85 57 99 87 82 52 86
internal_value=0 0.000760922 0.00060292 0.000641269 0.00033192 0.000710251 0.000663528 0.000271255 0.000810681 0.000797868 0.000693326 0.00061382 0.00093126 0.00047279 0.000812541 0.000819015 0.000837494 0.000731958 0.000673977 0.000759571 0.000827547 0.000351695 0.000812325 0.00070201
internal_weight=0 2112 506 447 255 317 259 203 1606 1452 179 105 154 130 1273 1221 931 201 116 290 851 134 151 139
internal_count=2367 2112 506 447 255 317 259 203 1606 1452 179 105 154 130 1273 1221 931 201 116 290 851 134 151 139
is_linear=0
shrinkage=0.0032998


Tree=9262
num_leaves=21
num_cat=0
split_feature=1 3 12 12 14 0 15 4 4 3 3 43 0 50 12 1 157 12 124 43
split_gain=5.39918 1.36671 0.668247 0.657304 0.613456 0.489309 0.689768 0.411985 0.405356 0.275781 0.298733 0.156683 0.14812 0.134087 0.103662 0.0910264 0.0608944 0.058909 0.0467851 0.00511411
threshold=0.10335000000000001 0.31343500000000007 -0.088684999999999986 0.087245000000000003 0.062655000000000016 -0.10653 -0.098454999999999973 0.26900000000000007 0.020345000000000005 0.077930000000000013 -0.0098449999999999979 -0.040789999999999993 -0.061204999999999989 0.098785000000000026 0.084055000000000005 0.11378500000000001 -0.087319999999999995 0.089005000000000015 -0.062639999999999987 -0.064499999999999988
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 3 -1 9 5 6 -4 15 11 10 18 12 16 14 -13 -5 -7 -10 -2 -19
right_child=1 -3 4 7 -6 8 -8 -9 17 -11 -12 13 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=0.00053411249929282648 0.00054754020807928102 9.8557603505285756e-05 0.00096562098342890801 0.00090842418553362656 0.0011973920385380816 0.00078948255016382713 0.00050705558506106748 0.00045992182664056304 0.00063237095116181049 0.0006045842554749175 0.00020981714822880754 0.0010569267805188439 0.00072480920972864068 0.00081592727403800001 0.000937544454414637 0.00073279036124694065 0.00089677757899787587 0.00080486258282492661 0.00041311068949813026 0.00074181404636346931
leaf_weight=64 65 81 59 58 64 71 92 52 52 98 67 102 73 86 474 82 560 53 56 58
leaf_count=64 65 81 59 58 64 71 92 52 52 98 67 102 73 86 474 82 560 53 56 58
internal_value=0 0.000495446 0.00086668 0.000562628 0.000878865 0.000866709 0.000686463 0.000712312 0.000884487 0.000462018 0.000387513 0.000903154 0.000868225 0.000940246 0.000958746 0.000805805 0.000884761 0.000727832 0.000485616 0.000772236
internal_weight=0 559 1808 478 1744 1680 151 192 1529 286 188 1366 704 662 576 140 631 163 121 111
internal_count=2367 559 1808 478 1744 1680 151 192 1529 286 188 1366 704 662 576 140 631 163 121 111
is_linear=0
shrinkage=0.0032998


Tree=9263
num_leaves=18
num_cat=0
split_feature=40 481 0 11 15 9 16 13 483 483 42 49 0 13 13 0 13
split_gain=0.147204 0.0904544 0.0734279 0.124785 0.281158 0.0869476 0.0847202 0.0674603 0.0857109 0.0664841 0.0709771 0.0577487 0.0535816 0.0476465 0.135135 0.119391 0.0591828
threshold=0.051255000000000002 -0.0085049999999999987 -0.10264999999999998 0.075910000000000019 -0.015464999999999998 -1.0000000180025095e-35 -0.083104999999999984 -0.085784999999999986 0.041590000000000009 0.09011000000000001 0.087970000000000007 -1.0000000180025095e-35 -0.082709999999999992 0.23637000000000002 0.056910000000000009 -0.010949999999999998 0.095655000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 6 -4 11 -1 12 13 -11 -3 -9 14 15 -7 -16
right_child=-2 2 5 -5 -6 9 -8 8 -10 10 -12 -13 -14 -15 16 -17 -18
leaf_value=0.0027227400653786131 -0.0053185161803461665 -0.0025415426887756814 -0.0024453154233999622 0.0078303119338886673 -0.0089384318366906874 0.0042208644599318985 0.0073959098637741538 0.015322477423336783 0.0033557984275267823 -0.0044131986463878574 0.0040716297304255909 0.0033614412161515213 0.0076885920340243235 0.0088622468625312381 -0.0040989664635857409 0.010270315784900773 0.002278847497538602
leaf_weight=82 53 86 61 68 78 1152 74 53 57 53 59 103 54 63 70 101 100
leaf_count=82 53 86 61 68 78 1152 74 53 57 53 59 103 54 63 70 101 100
internal_value=0 0.00363829 0.00327369 0.00124747 -5.99648e-05 0.00377214 0.00256636 0.00669598 0.00867164 0.0040106 4.04468e-05 0.000665922 0.0114867 0.00430862 0.00410576 0.00470992 -0.000336743
internal_weight=0 2314 2068 409 341 1659 263 246 164 1598 112 189 107 1486 1423 1253 170
internal_count=2367 2314 2068 409 341 1659 263 246 164 1598 112 189 107 1486 1423 1253 170
is_linear=0
shrinkage=0.16829


Tree=9264
num_leaves=19
num_cat=0
split_feature=1 52 14 50 2 3 124 12 12 3 12 475 12 12 12 49 160 1
split_gain=2.58765 0.587243 0.473647 0.346151 0.342494 0.239801 0.223227 0.175968 0.163687 0.096746 0.137995 0.0723944 0.0749241 0.0720986 0.0754231 0.0686102 0.125866 0.0847071
threshold=0.10282000000000001 -0.41304999999999997 0.062655000000000016 0.10616500000000001 0.14870000000000003 -0.12077499999999998 -0.072314999999999977 0.088395000000000015 0.087215000000000015 0.086245000000000016 0.088485000000000022 -0.085599999999999996 0.082530000000000006 0.089045000000000013 0.11628000000000001 -0.05529499999999999 -0.067104999999999984 0.11224000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 7 8 -7 15 -1 10 11 -8 -13 -12 -15 -3 -17 -18
right_child=1 3 -4 -5 -6 6 9 -9 -10 -11 13 12 -14 14 -16 16 17 -19
leaf_value=0.000314650243855283 0.0006353043459604524 0.00037181520411333675 0.00088475515979152949 0.00054334860845230506 6.8726435261622838e-05 0.00041698399463308504 0.00053805870923946762 0.00044623709481288654 0.00057629973501065819 0.00051435400729363007 0.00047715810241371703 0.00075481042159720958 0.00065092959030229594 0.00061078562253777044 0.00048544227462795611 0.00037970010167061129 0.00010177741933046174 0.00026189510254922616
leaf_weight=54 70 66 65 62 71 66 55 91 52 102 59 94 535 655 60 58 61 91
leaf_count=54 70 66 65 62 71 66 55 91 52 102 59 94 535 655 60 58 61 91
internal_value=0 0.000351747 0.00060709 0.000311979 0.000279147 0.00059665 0.000606622 0.00031976 0.000443339 0.000614623 0.000621613 0.000656233 0.00066651 0.000590974 0.000600317 0.000277931 0.000248257 0.000197869
internal_weight=0 570 1797 500 438 1732 1626 367 106 1560 1458 684 629 774 715 276 210 152
internal_count=2367 570 1797 500 438 1732 1626 367 106 1560 1458 684 629 774 715 276 210 152
is_linear=0
shrinkage=0.0032998


Tree=9265
num_leaves=20
num_cat=0
split_feature=14 4 15 4 13 43 4 49 4 4 4 15 11 150 484 151 4 43 13
split_gain=0.101895 0.0781902 0.083787 0.0687347 0.0502575 0.0718198 0.127985 0.0868827 0.0748077 0.0722859 0.079797 0.0586725 0.0808933 0.0388081 0.0564466 0.0425748 0.0305081 0.0114832 0.00895546
threshold=0.062655000000000016 0.30163500000000004 -0.40992999999999996 0.59999500000000017 -0.15310499999999996 -0.00067499999999999993 0.020345000000000005 0.10969000000000002 -0.14994999999999997 -0.040969999999999993 -0.0015099999999999998 0.084925000000000014 0.082245000000000013 0.085210000000000022 -0.085759999999999989 -0.0071249999999999985 -0.081839999999999982 -0.080364999999999978 -0.035449999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 18 -1 7 9 8 -6 11 -11 12 -7 14 -10 -15 -13 -9 -3
right_child=-2 2 -4 -5 5 6 -8 17 13 10 -12 16 -14 15 -16 -17 -18 -19 -20
leaf_value=-0.00050026556099841792 0.0092648806066923349 0.0036533500578920419 -0.0035300580630640787 -0.0018454733293325018 -0.0025228382482974832 0.010961389572753008 0.0105343876623019 0.00017096897185815371 0.0068260816096652492 -0.0039455342212550391 0.0041652599993976316 0 0.0025891542047589613 0.009222881323778102 0.0028513252006176697 0.0027849969687063205 0.0046385640657691709 -0.0032421112424002286 0.0068913884947001168
leaf_weight=88 78 52 99 60 59 91 103 52 114 59 82 53 52 69 963 52 169 58 52
leaf_count=88 78 52 99 60 59 91 103 52 114 59 82 53 52 69 963 52 169 58 52
internal_value=0 0.00306863 0.000328235 0.00266828 0.00341695 0.00359231 0.00511628 0.00291206 0.00330942 0.00400983 0.00075864 0.00526085 0.0079295 0.00359815 0.00327372 0.00647104 0.00353376 -0.00161232 0.00528964
internal_weight=0 2327 263 164 2064 1976 609 1367 1257 506 141 365 143 1198 1077 121 222 110 104
internal_count=2405 2327 263 164 2064 1976 609 1367 1257 506 141 365 143 1198 1077 121 222 110 104
is_linear=0
shrinkage=0.16829


Tree=9266
num_leaves=30
num_cat=0
split_feature=12 2 13 2 15 12 13 16 43 133 2 12 16 2 16 52 1212 157 2 2 133 13 13 15 133 52 2 2 16
split_gain=2.406 0.949917 0.714403 0.659155 0.281462 0.263083 0.377347 0.204589 0.190744 0.178499 0.268134 0.112451 0.107272 0.0832118 0.0757143 0.125956 0.0681781 0.0655489 0.0632365 0.0615071 0.063545 0.0589395 0.0560667 0.0486368 0.0747971 0.0453843 0.0444653 0.0433231 0.0285731
threshold=0.077755000000000005 0.13290500000000002 -0.0042049999999999995 0.099450000000000024 -0.24269999999999997 0.088125000000000023 -0.117405 -0.038799999999999994 -0.011884999999999998 0.087005000000000013 0.10028500000000001 0.083785000000000012 -0.074254999999999988 0.10904500000000002 0.16984500000000002 -0.53937999999999986 0.040035000000000008 -0.0066899999999999989 0.084245000000000014 0.08647500000000001 0.085005000000000011 -0.086804999999999979 -0.055129999999999992 0.091230000000000019 -0.047229999999999987 -0.074744999999999992 0.092495000000000008 0.10796500000000002 -0.080419999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 7 13 11 -7 -4 -5 10 -6 18 -10 -1 17 -16 19 -8 -2 20 28 -21 -18 24 -19 -23 -25 -17 -13
right_child=1 -3 3 8 9 6 14 -9 12 -11 -12 16 -14 -15 15 27 22 23 -20 21 -22 25 -24 26 -26 -27 -28 -29 -30
leaf_value=8.6797449371279177e-05 0.00091632642615874444 0.00026785780048659805 0.00054426193997636387 0.00022890840868672931 0.0006309523163422387 0.00038805566743521441 0.00058350112303387025 0.00079164157403358048 0.00037975562053646782 0.00022715713756076941 0.00033917243010449309 0.00076675301707983864 0.00057371709339743124 0.00026578821305516957 0.0007019247115462459 0.00048710511343562769 0.00056999659396608912 0.0006454370715612038 0.00075058034409704582 0.00077881461522759214 0.00086837253646420017 0.00056795341418082413 0.0007211448868866731 0.00061517942790137469 0.00074364392475741354 0.00069806780690031905 0.00070320181146066123 0.00061315540810288622 0.00066634026047182235
leaf_weight=52 52 64 62 52 56 59 78 93 71 54 91 117 58 64 91 77 64 133 57 56 57 53 52 161 275 80 119 55 52
leaf_count=52 52 64 62 52 56 59 78 93 71 54 91 117 58 64 91 77 64 133 57 56 57 53 52 161 275 80 119 55 52
internal_value=0 0.000663371 0.000428505 0.000534671 0.000315865 0.000678346 0.000645865 0.000692917 0.000398961 0.000390721 0.000450566 0.000731478 0.000467236 0.000185855 0.000661209 0.000606172 0.000711193 0.000677186 0.000829975 0.000731551 0.000769591 0.000685879 0.000638056 0.000687756 0.000711717 0.000646483 0.000652715 0.000539893 0.000736065
internal_weight=0 1752 653 336 317 1688 1048 155 181 201 147 640 129 116 989 223 531 766 109 415 226 189 116 688 408 133 280 132 169
internal_count=2405 1752 653 336 317 1688 1048 155 181 201 147 640 129 116 989 223 531 766 109 415 226 189 116 688 408 133 280 132 169
is_linear=0
shrinkage=0.0032998


Tree=9267
num_leaves=21
num_cat=0
split_feature=2 30 2 2 0 15 14 12 0 12 3 49 2 49 133 15 12 3 2 482
split_gain=3.37811 1.52285 1.22423 0.776555 0.613968 0.529323 0.456713 0.171545 0.156364 0.33784 0.155045 0.141099 0.124612 0.106848 0.103 0.067578 0.0795689 0.0974626 0.0674349 0.0622426
threshold=0.099675000000000014 0.086065000000000016 0.16730000000000003 -0.10238999999999998 -0.13010499999999997 -0.40312499999999996 0.062655000000000016 -1.0000000180025095e-35 -0.11208499999999998 0.083785000000000012 0.085315000000000016 -0.042269999999999995 0.13290500000000002 -0.015974999999999996 0.083700000000000011 0.054100000000000002 0.087495000000000003 -0.079214999999999994 0.085355000000000014 0.090355000000000005
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 4 -1 7 -6 8 -2 10 14 -5 -9 15 -11 18 16 -7 -18 -10 -15
right_child=2 -3 -4 6 5 12 -8 11 9 13 -12 -13 -14 19 -16 -17 17 -19 -20 -21
leaf_value=0.00044865816375040912 0.00026296142653361385 0.00026122122544613736 7.241687563532913e-05 0.00079607750243073695 0.00033421504039814426 0.00057172749521253651 0.0011022366049068969 0.00034077546350563115 0.0010798157489293738 0.00091306763230162907 0.00055550676452139421 0.00056945652375391868 0.00053484059704457098 0.00079662502355865212 0.00083185891657842805 0.00079022431600401447 0.00077067080331574584 0.0006168948213649551 0.00091551297753656119 0.00067922957661369185
leaf_weight=64 66 58 62 71 60 70 61 52 70 88 52 71 66 1072 54 68 110 82 52 56
leaf_count=64 66 58 62 71 60 70 61 52 70 88 52 71 66 1072 54 68 110 82 52 56
internal_value=0 0.0007876 0.000515957 0.000806194 0.000558538 0.000624219 0.000820691 0.000399882 0.000809332 0.000819439 0.000694659 0.000473065 0.00066807 0.000799703 0.000955594 0.000694609 0.000669659 0.000705179 0.00101007 0.000790828
internal_weight=0 1698 707 1640 645 456 1576 189 1515 1392 123 123 396 1216 176 330 262 192 122 1128
internal_count=2405 1698 707 1640 645 456 1576 189 1515 1392 123 123 396 1216 176 330 262 192 122 1128
is_linear=0
shrinkage=0.0032998


Tree=9268
num_leaves=19
num_cat=0
split_feature=3 14 16 11 12 12 16 16 51 16 40 13 48 1454 16 16 16 151
split_gain=0.101309 0.0925997 0.0566189 0.0784822 0.0624655 0.16644 0.0637618 0.089026 0.0875501 0.0472344 0.05764 0.0698305 0.0492367 0.0471692 0.0391205 0.0390391 0.024234 0.0241402
threshold=0.31370500000000007 0.062655000000000016 -0.093079999999999982 0.079300000000000009 0.083785000000000012 0.081810000000000008 -0.0043999999999999994 -0.052894999999999991 -0.069834999999999994 -0.097499999999999989 -0.073884999999999992 -0.10899499999999999 0.091635000000000008 0.081220000000000014 0.16984500000000002 -0.49181999999999998 0.40052000000000004 -0.085134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 7 -4 -8 10 -1 -12 15 14 17 -13 -16 -6
right_child=-2 -3 3 -5 13 -7 8 -9 -10 -11 11 12 -14 -15 16 -17 -18 -19
leaf_value=-0.0015590415527093882 -0.0018980918002275869 0.0096587230164442706 0.0064798077691457087 -0.00060575488402159368 0.0072936089968769968 0.014880367203151584 0.003666944701635806 -0.0016552758591789414 0.010929722360777688 -0.0024246446889122182 -0.0020528634655012945 0.0027366970088496946 -0.00016714755026279451 -0.00048094118179685912 -0.0003620880054744804 0.0070379189780255509 0.0034405005971028069 0.0042596061610872434
leaf_weight=74 88 77 74 92 83 55 106 78 86 57 53 96 52 67 79 166 116 906
leaf_count=74 88 77 74 92 83 55 106 78 86 57 53 96 52 67 79 166 116 906
internal_value=0 0.00390593 0.00370738 0.00416083 0.0044277 0.00626832 0.00488617 0.00229341 0.00692942 0.00211759 0.00270876 0.00357419 0.0045297 0.0038392 0.00408519 0.00546876 0.00189075 0.00451605
internal_weight=0 2317 2240 1742 1650 399 344 152 192 498 441 367 314 1251 1184 262 195 989
internal_count=2405 2317 2240 1742 1650 399 344 152 192 498 441 367 314 1251 1184 262 195 989
is_linear=0
shrinkage=0.16829


Tree=9269
num_leaves=27
num_cat=0
split_feature=4 12 13 12 48 12 43 2 43 4 4 0 11 51 124 2 43 12 2 2 52 12 16 2 52 13
split_gain=15.4628 5.28461 1.66828 1.09807 0.69766 0.664023 0.586193 0.533766 0.373112 0.312185 0.273716 0.305823 0.216484 0.188754 0.153951 0.141374 0.15065 0.144799 0.139918 0.0786705 0.0442719 0.0309303 0.0305401 0.00870777 0.00619935 0.00203201
threshold=0.30163500000000004 0.077755000000000005 -0.00038499999999999998 0.093270000000000006 0.092265000000000014 -0.040564999999999997 -1.0000000180025095e-35 0.12454500000000002 -0.081694999999999976 0.018150000000000003 -0.38908499999999996 -0.21196999999999996 1.0000000180025095e-35 0.10055500000000002 -0.058514999999999991 0.090225000000000014 -0.012534999999999999 0.083785000000000012 0.12454500000000002 0.095195000000000016 0.26430000000000003 0.098150000000000015 0.0055300000000000011 0.087975000000000012 -0.51296999999999993 -0.083354999999999985
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 2 4 12 8 14 -4 9 -1 13 -8 -12 15 19 -2 17 25 -3 -7 23 22 -11 -19 -5 -21 -17
right_child=5 3 6 7 -6 18 10 -9 -10 21 11 -13 -14 -15 -16 16 -18 20 -20 24 -22 -23 -24 -25 -26 -27
leaf_value=0.003968174865479881 0.0037057333249418934 0.0049016577050939834 0.0041589350125839459 0.0046761521990025248 0.0037751004544039251 0.0039831617698165844 0.0047588444502909564 0.0042537462836896214 0.0043314592408323187 0.0045094228569447833 0.0046063370663881132 0.0042646834762563122 0.0049382649847345148 0.0044507126800182352 0.0034505177061077631 0.0047644782473454184 0.0044741938963702215 0.004753851796140433 0.0037513912145891882 0.0046762941090055356 0.0046169411905951398 0.0043557607043380282 0.004651571398051048 0.0047680512934286856 0.0045726178875336414 0.0046631652977266831
leaf_weight=54 53 75 56 111 68 94 55 58 85 54 76 53 65 59 67 54 52 624 52 53 55 56 71 93 117 95
leaf_count=54 53 75 56 111 68 94 55 58 85 54 76 53 65 59 67 54 52 624 52 53 55 56 71 93 117 95
internal_value=0 0.00459322 0.0042732 0.00467774 0.00405426 0.00374881 0.00446189 0.00456291 0.00419058 0.00459587 0.0045539 0.00446624 0.00474097 0.00463754 0.00356353 0.00472843 0.00464185 0.00474949 0.00390085 0.00466692 0.00473422 0.00443152 0.00474345 0.00471822 0.00460515 0.00470012
internal_weight=0 2139 447 1692 207 266 240 601 139 543 184 129 1091 433 120 1026 201 825 146 374 750 110 695 204 170 149
internal_count=2405 2139 447 1692 207 266 240 601 139 543 184 129 1091 433 120 1026 201 825 146 374 750 110 695 204 170 149
is_linear=0
shrinkage=0.0032998


Tree=9270
num_leaves=14
num_cat=0
split_feature=51 11 4 0 39 51 457 16 133 42 50 50 124
split_gain=0.108743 0.0939116 0.101463 0.134606 0.0719154 0.0771145 0.0867277 0.0686005 0.0636014 0.0552774 0.049408 0.0298035 0.0291885
threshold=0.095540000000000014 0.092630000000000018 -0.15805499999999997 0.0037850000000000002 0.086210000000000023 -0.28723999999999994 -0.025284999999999998 0.19578000000000004 0.086965000000000015 0.090040000000000023 0.086295000000000011 0.11875500000000001 -0.043384999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 8 -1 -7 -8 -2 -12 -6
right_child=10 -3 3 -5 12 6 9 -9 -10 -11 11 -13 -14
leaf_value=0.01597723790333867 -0.0002418408750869116 0.00023414308272729769 0.002037509934951093 -0.00080490989640608003 0.0012158345140640674 0.00089754990674170937 0.0087171041166785312 0.0080853463645543574 0.0078056173388647496 0.0063100257302938249 0.007209246943752079 0.0024927255721191662 0.0059319221289873313
leaf_weight=60 79 57 72 62 75 88 1083 68 67 369 79 76 76
leaf_count=60 79 57 72 62 75 88 1083 68 67 369 79 76 76
internal_value=0 0.00700335 0.00719347 0.00688096 0.00714234 0.00745972 0.00770154 0.0117987 0.00389521 0.00810663 0.00316185 0.00490822 0.00360139
internal_weight=0 2077 2020 1892 1830 1679 1607 128 155 1452 234 155 151
internal_count=2311 2077 2020 1892 1830 1679 1607 128 155 1452 234 155 151
is_linear=0
shrinkage=0.16829


Tree=9271
num_leaves=15
num_cat=0
split_feature=1 51 150 131 3 1 12 40 0 0 1456 3 51 0
split_gain=0.160987 0.0714289 0.071878 0.0749831 0.0626369 0.0774068 0.0510086 0.0627289 0.0483265 0.06875 0.0579296 0.0465877 0.0418608 0.0950527
threshold=0.109225 0.09678500000000001 0.088040000000000021 0.091885000000000008 0.08734500000000002 0.089875000000000024 -0.090239999999999987 -0.0057599999999999986 -0.14989499999999997 -0.11327499999999999 -0.15627999999999997 -0.072579999999999992 -0.067059999999999995 -0.10147999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 12 6 -6 -1 -8 -9 -10 -11 -12 -2 -14
right_child=1 -3 -4 -5 5 -7 7 8 9 10 11 -13 13 -15
leaf_value=0.0020267808863539722 0.0049929024945326687 -0.002070723841431513 0.0090560325572596641 0.0079067031613853957 -0.001847118148107072 0.0062943655745011573 0.011685361536642107 0.011042020042636599 0.00027617636728001558 0.011626593005752644 0.0065782253847669076 0.0037155187301054992 0.0041572347199443811 -0.0040648310386191119
leaf_weight=73 55 79 56 56 60 73 67 62 54 59 1268 188 72 89
leaf_count=73 55 79 56 56 60 73 67 62 54 59 1268 188 72 89
internal_value=0 0.0024577 0.00355386 0.00241446 0.0061531 0.00260801 0.00641832 0.00660606 0.00639631 0.00621159 0.00642196 0.00620982 0.000982225 -0.000376723
internal_weight=0 407 328 272 1904 133 1771 1698 1631 1569 1515 1456 216 161
internal_count=2311 407 328 272 1904 133 1771 1698 1631 1569 1515 1456 216 161
is_linear=0
shrinkage=0.16829


Tree=9272
num_leaves=17
num_cat=0
split_feature=3 12 39 159 3 16 11 151 51 4 3 3 16 133 12 1454
split_gain=0.103646 0.0858026 0.107896 0.103698 0.0751109 0.0868259 0.0535714 0.0681081 0.0490098 0.0860801 0.0450926 0.044587 0.0426608 0.0376705 0.0553508 0.0289829
threshold=-0.008649999999999998 -0.11875499999999999 0.087880000000000014 0.094480000000000022 0.11191000000000002 -0.074474999999999986 0.092630000000000018 0.015440000000000001 0.095540000000000014 -0.15450999999999995 -0.078724999999999976 -0.15002999999999997 -0.092879999999999976 0.11370000000000001 0.10367000000000001 0.079885000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 12 -6 7 8 9 -1 -10 -11 -3 15 -15 -13
right_child=1 2 -4 -5 5 -7 -8 -9 10 11 -12 13 -14 14 -16 -17
leaf_value=0.010724747644606739 0.0084323742362374301 -4.5875557062495806e-05 -0.0049316728358659457 0.0093615401203498601 0.0022998152305115137 -0.0069982285584294802 0.00035380296228851825 0.011272980736255694 -0.0013084439380020082 0.00075988400199842167 0.0045998205079339355 0.0054592942197856124 0.0057036210397027939 0.004715311599769202 -0.0014982782952462918 0.0089165017904703023
leaf_weight=82 56 56 64 54 61 53 65 53 61 65 90 1143 102 179 52 75
leaf_count=82 56 56 64 54 61 53 65 53 61 65 90 1143 102 179 52 75
internal_value=0 0.00226613 0.00137611 0.00261996 0.00127495 -0.0020072 0.00512991 0.00530138 0.00511919 0.00539414 0.00220114 0.00510425 0.00365445 0.00529789 0.0033088 0.00567365
internal_weight=0 446 390 326 272 114 1865 1800 1747 1596 151 1514 158 1449 231 1218
internal_count=2311 446 390 326 272 114 1865 1800 1747 1596 151 1514 158 1449 231 1218
is_linear=0
shrinkage=0.16829


Tree=9273
num_leaves=14
num_cat=0
split_feature=2 1375 151 1446 448 1 1456 394 16 1 13 16 2
split_gain=0.0979018 0.0724055 0.063556 0.065643 0.0564862 0.0582164 0.0515665 0.0470716 0.0470597 0.0525084 0.0428186 0.029121 0.0267475
threshold=0.13631000000000001 -0.097394999999999982 0.085465000000000013 0.10250500000000001 -0.076874999999999985 0.109225 -0.082809999999999981 0.0047000000000000011 0.058765000000000005 0.12986500000000004 -0.083584999999999979 -0.15796999999999997 0.14983000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 10 -8 9 -7 -6 -2 -13
right_child=11 2 -4 -5 5 8 7 -9 -10 -11 -12 12 -14
leaf_value=-0.0018874897872205225 0.0027199802549648889 0.0095648147081498821 0.0096962054883560946 -0.0017056622023289556 0.0046326580965438957 -0.0020584720543300066 0.0040419240473961657 0.0091271478202088197 0.0051487214737769163 0.0043095625883033698 0.011351507260484317 0.00082016069357053196 -0.0045288226659395232
leaf_weight=55 65 56 60 53 55 110 1513 54 75 55 55 53 52
leaf_count=55 65 56 60 53 55 110 1513 54 75 55 55 53 52
internal_value=0 0.00411703 0.0042762 0.0041148 0.00427207 0.00411652 0.00446799 0.00421831 0.00165312 5.33178e-05 0.00800842 -6.84611e-05 -0.00181175
internal_weight=0 2141 2086 2026 1973 1917 1677 1567 240 165 110 170 105
internal_count=2311 2141 2086 2026 1973 1917 1677 1567 240 165 110 170 105
is_linear=0
shrinkage=0.16829


Tree=9274
num_leaves=20
num_cat=0
split_feature=1 3 124 10 147 16 151 15 11 16 15 16 3 16 49 15 159 3 49
split_gain=2.85609 0.737313 0.36624 0.266003 0.260336 0.12993 0.118238 0.155972 0.115308 0.0922845 0.101312 0.0963311 0.109424 0.0968562 0.0799856 0.0767174 0.147655 0.0257945 0.0146518
threshold=0.104035 -0.058704999999999993 -0.043384999999999993 -0.011559999999999999 0.086575000000000013 0.062365000000000011 -0.019324999999999998 -0.09547499999999999 0.082485000000000017 0.21684500000000004 -0.045404999999999994 -0.013024999999999998 -0.072579999999999992 -0.067534999999999998 -0.0088649999999999996 0.088520000000000015 0.04105000000000001 0.088465000000000002 0.10000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 -3 8 -2 -5 17 9 11 18 12 14 -14 -4 16 -13 -8 -11
right_child=1 3 4 6 -6 -7 7 -9 -10 10 -12 15 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00043204665286010647 0.00046031548979451673 6.48469408257085e-05 0.00056316804177746079 0.00041630714687367038 0.00043382124001450716 0.00064697737199292612 0.00029466065273691657 0.00014491596831782088 0.00051062854441822107 0.00061737513307636588 0.00050224535938886677 0.00079663400155826041 0.00065170367856857894 0.00050231822901704076 0.00069061546233091238 0.00063839672020144216 0.00061762576695405149 0.00039561984596836816 0.00069870846392070906
leaf_weight=82 91 54 61 92 55 77 63 69 52 59 72 218 130 79 780 86 68 57 66
leaf_count=82 91 54 61 92 55 77 63 69 52 59 72 218 130 79 780 86 68 57 66
internal_value=0 0.00036746 0.000648766 0.000277779 0.000659042 0.000546079 0.000318573 0.000270813 0.000666434 0.000671417 0.000602904 0.000680883 0.000664327 0.000595406 0.000681413 0.00072752 0.000754196 0.00034291 0.000660601
internal_weight=0 503 1808 335 1726 168 281 189 1671 1619 197 1422 1050 209 841 372 286 120 125
internal_count=2311 503 1808 335 1726 168 281 189 1671 1619 197 1422 1050 209 841 372 286 120 125
is_linear=0
shrinkage=0.0032998


Tree=9275
num_leaves=17
num_cat=0
split_feature=3 123 16 3 1186 42 3 475 16 157 160 475 16 42 13 474
split_gain=3.75855 1.9209 0.736663 0.677772 0.288749 0.238439 0.239558 0.198543 0.314027 0.18465 0.158012 0.152257 0.128977 0.124946 0.283353 0.119175
threshold=0.11745500000000002 0.081180000000000016 -0.28430999999999995 0.31370500000000007 0.081240000000000021 0.11623000000000001 -0.077634999999999996 -0.085684999999999997 0.21684500000000004 -0.051074999999999988 0.083410000000000026 -0.072689999999999991 -0.16238499999999997 0.089370000000000019 -0.016469999999999995 0.081755000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -2 5 7 -7 15 11 -10 12 -9 -3 14 -1 -4
right_child=3 10 4 -5 -6 6 -8 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00089326825734085903 0.00052897415758944332 0.00030844961185794943 0.00092020995963073074 0.00013031834758048071 0.00064630098911168496 0.00089350172421261826 0.00059442753764788619 0.00078783169566911467 0.00093259160221332638 0.00072019538513870931 0.00064495708938388054 0.00091931877859223823 0.00052793152730879801 0.00053846590533427208 0.00058830912272288835 0.0011295922132370268
leaf_weight=60 99 53 62 88 57 59 60 109 62 175 57 1154 68 60 77 63
leaf_count=60 99 53 62 88 57 59 60 109 62 175 57 1154 68 60 77 63
internal_value=0 0.000829397 0.000858685 0.00034156 0.000879702 0.00088731 0.000743004 0.000897856 0.000887152 0.000775908 0.00050045 0.000907999 0.000432086 0.000666367 0.000722125 0.00102602
internal_weight=0 2176 1998 187 1801 1744 119 1625 1500 237 178 1263 121 197 137 125
internal_count=2363 2176 1998 187 1801 1744 119 1625 1500 237 178 1263 121 197 137 125
is_linear=0
shrinkage=0.0032998


Tree=9276
num_leaves=21
num_cat=0
split_feature=1 3 12 1 12 1 2 3 1 2 12 49 1 3 2 133 12 1456 12 133
split_gain=4.91092 1.11668 0.766827 0.547947 0.382885 0.330395 0.27221 0.176904 0.320192 0.285992 0.154734 0.137475 0.175 0.0938475 0.0873595 0.0971928 0.156684 0.0742602 0.0650805 0.0462256
threshold=0.10915500000000002 0.31400500000000003 0.054520000000000006 0.087455000000000019 0.11769500000000001 1.0000000180025095e-35 0.14307 0.12031000000000001 0.13130500000000003 0.10912000000000001 0.083310000000000009 -0.077819999999999986 0.10342000000000001 -0.16802999999999998 0.089885000000000007 0.047025000000000004 0.091680000000000011 0.085945000000000008 0.08401500000000002 0.092470000000000011
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 6 3 5 10 -1 7 8 9 -2 -4 -5 -13 -12 17 16 -16 18 -15 -17
right_child=1 -3 4 11 -6 -7 -8 -9 -10 -11 13 12 -14 14 15 19 -18 -19 -20 -21
leaf_value=0.00068368433603166912 0.00070005609921961289 7.1241771917700879e-05 0.0010233423564243776 0.0006970637614229665 0.00058834782551962599 0.0010133599420596433 0.0002987246998137704 0.00072001959425791557 0.00030660903992513514 0.00042589903214878009 0.00098822217748398711 0.0005974992583728867 0.00035772122386636514 0.00075018770634959939 0.00059997657936081519 0.00091378350486553451 0.00080478752067753012 0.00098362538668593904 0.0008623411945697314 0.00081564700185908728
leaf_weight=75 97 80 59 57 62 61 59 53 64 74 53 85 56 66 56 90 167 55 827 167
leaf_count=75 97 80 59 57 62 61 59 53 64 74 53 85 56 66 56 90 167 55 827 167
internal_value=0 0.0004232 0.000814353 0.000670014 0.000844424 0.000831813 0.000504241 0.000546221 0.000506874 0.000581621 0.000854711 0.000558702 0.000502518 0.000847969 0.000842739 0.000805328 0.000753513 0.000861644 0.000854092 0.000850151
internal_weight=0 427 1936 334 1602 136 347 288 235 171 1540 198 141 1481 1428 480 223 948 893 257
internal_count=2363 427 1936 334 1602 136 347 288 235 171 1540 198 141 1481 1428 480 223 948 893 257
is_linear=0
shrinkage=0.0032998


Tree=9277
num_leaves=18
num_cat=0
split_feature=4 13 43 160 13 15 4 51 52 0 4 50 4 1 133 1 0
split_gain=0.158166 0.0917297 0.2602 0.115212 0.0867294 0.0830002 0.0751039 0.0989788 0.0645301 0.0583646 0.164528 0.0520569 0.0413947 0.0341862 0.033086 0.0346495 0.0367357
threshold=0.024315000000000003 -0.15956499999999998 0.0066850000000000008 -0.0071899999999999993 -0.16152999999999998 -0.15150999999999998 -0.5093899999999999 -0.10830999999999999 0.51388500000000004 0.0037850000000000002 -0.097514999999999977 0.11720500000000002 -0.051459999999999992 0.10389500000000002 0.092550000000000007 0.083835000000000007 -0.12324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 -1 -5 -6 12 9 10 -9 -12 -8 -3 15 -7 -17
right_child=1 2 -4 5 6 14 7 8 -10 -11 11 -13 -14 -15 -16 16 -18
leaf_value=-0.00049766517854255802 0.0071835827988382698 0.010227798335319338 -0.0074483642366029871 -0.0031890496764379298 -0.00010973674493899236 0.0070667192531792171 0.014082870496176729 0.013235384554833082 -0.00032111941091239517 0.00063872482695633329 0.005200759284893281 0.010155427447936134 0.0074461978034824124 0.0047499254458914075 -0.00072716713708016745 -0.0010609311442349315 0.005101546519373691
leaf_weight=68 91 57 80 88 62 66 54 82 52 63 1238 64 56 79 54 52 57
leaf_count=68 91 57 80 88 62 66 54 82 52 63 1238 64 56 79 54 52 57
internal_value=0 0.00224068 0.0013934 0.00295883 0.0053696 0.00119409 0.00560944 0.00583094 0.00547093 0.00568032 0.00590851 0.00544569 0.0107205 0.00705901 0.00288629 0.00401156 0.00214517
internal_weight=0 624 533 453 1739 317 1671 1609 1499 1447 1384 1302 110 136 229 175 109
internal_count=2363 624 533 453 1739 317 1671 1609 1499 1447 1384 1302 110 136 229 175 109
is_linear=0
shrinkage=0.16829


Tree=9278
num_leaves=18
num_cat=0
split_feature=4 2 39 16 52 11 3 15 13 4 159 4 2 3 159 484 159
split_gain=4.46607 1.29634 0.516258 0.478111 0.396547 0.199309 0.193055 0.258514 0.144366 0.132539 0.126244 0.1382 0.107022 0.0903333 0.0748926 0.0775126 0.0386871
threshold=0.30163500000000004 0.10161500000000002 0.085095000000000018 0.25761500000000009 0.044705000000000002 1.0000000180025095e-35 -0.13795999999999997 -0.41971499999999995 -0.097984999999999989 0.029980000000000003 0.082200000000000009 -0.0086999999999999977 0.11693000000000002 0.091170000000000015 0.11389500000000001 -0.083649999999999988 0.10438500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 10 8 -2 16 -1 -5 11 -3 -6 14 15 -10 -8
right_child=6 3 -4 9 12 -7 7 -9 13 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00070068844852312769 0.00051793368309652221 0.00067761482025137094 0.00062489924761772629 0.00089389716958922607 0.00080420512837327165 0.0010439438667098537 0.00047278533005108724 0.00017112014086270722 0.00096506681690911012 0.0006847125222737662 0.00036239301798975663 0.00044483636856091464 0.00060837270413769469 0.00073699494989487048 0.00075270207268014852 0.00087648586958720832 0.0003462763734753391
leaf_weight=56 66 52 95 94 79 76 60 84 128 54 61 63 53 53 52 1184 53
leaf_count=56 66 52 95 94 79 76 60 84 128 54 61 63 53 53 52 1184 53
internal_value=0 0.000819064 0.000862314 0.000663059 0.000588583 0.000876852 0.000362674 0.000310479 0.000868207 0.000817811 0.000485438 0.000550399 0.000725842 0.000874802 0.000880131 0.000885155 0.000413761
internal_weight=0 2100 1644 456 308 1549 263 197 1473 148 176 115 132 1417 1364 1312 113
internal_count=2363 2100 1644 456 308 1549 263 197 1473 148 176 115 132 1417 1364 1312 113
is_linear=0
shrinkage=0.0032998


Tree=9279
num_leaves=21
num_cat=0
split_feature=1 3 3 2 1 15 15 0 2 49 50 4 0 3 16 43 3 0 43 13
split_gain=3.91878 0.573025 0.495538 0.288986 0.277028 0.315719 0.238676 0.23205 0.200852 0.185253 0.148829 0.144621 0.13703 0.130928 0.0870454 0.0891158 0.0823372 0.0791087 0.0589003 0.0284484
threshold=0.109225 0.10812000000000001 0.31400500000000003 0.11067500000000001 0.089625000000000024 -0.013349999999999999 -0.087404999999999983 0.036480000000000005 0.097070000000000004 -0.020999999999999994 0.089465000000000017 0.049545000000000006 -0.076639999999999986 -0.10237999999999998 -0.38959499999999997 -0.057214999999999995 -0.062534999999999993 -0.086224999999999982 0.0049250000000000014 -0.087359999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 7 9 -2 11 10 -6 -7 13 -5 -1 -13 -16 -11 18 -15 -19
right_child=2 -3 -4 12 5 8 -8 -9 -10 16 -12 14 -14 17 15 -17 -18 19 -20 -21
leaf_value=0.00091095005875039983 0.00039029618095546604 0.00041601954851059459 0.00015542774629793648 0.00026668111375608653 0.00044491869182338426 0.00059851510476954827 0.00065846130338295303 0.00060392962843969537 0.00092787451396175778 0.00073293183847203056 0.00080157094287351552 0.00079912495199181341 0.00044500155757327362 0.0008044308051634824 0.00073024175726934561 0.00055249598388648602 0.00055797637281494456 0.00083236961228737262 0.0009167803347471578 0.00075472260539201017
leaf_weight=103 61 58 80 93 73 81 92 86 59 70 81 64 98 345 68 61 55 67 66 602
leaf_count=103 61 58 80 93 73 81 92 86 59 70 81 64 98 345 68 61 55 67 66 602
internal_value=0 0.000740432 0.000390031 0.000444487 0.000750417 0.000674942 0.000551776 0.000772023 0.000761186 0.000578502 0.000700261 0.000782504 0.00035836 0.000796379 0.00069727 0.000646465 0.000656233 0.00078542 0.000822558 0.000762552
internal_weight=0 1939 424 344 1881 419 153 1462 221 198 162 1376 191 1183 193 129 125 1080 411 669
internal_count=2363 1939 424 344 1881 419 153 1462 221 198 162 1376 191 1183 193 129 125 1080 411 669
is_linear=0
shrinkage=0.0032998


Tree=9280
num_leaves=25
num_cat=0
split_feature=1 2 12 1 15 2 15 151 1 16 11 13 1455 157 49 16 15 12 43 43 16 13 16 1
split_gain=3.8441 0.965498 0.621637 0.367958 0.246474 0.228287 0.183155 0.139905 0.1285 0.123748 0.143363 0.12004 0.0913506 0.0980107 0.0908652 0.081742 0.124524 0.0752205 0.0571912 0.0551209 0.0801863 0.0470639 0.0453754 0.0324195
threshold=0.10141500000000002 0.11693000000000002 -1.0000000180025095e-35 0.08956500000000002 -0.066974999999999993 0.098365000000000022 -0.091149999999999995 -0.076249999999999984 0.13820500000000002 0.25032500000000008 1.0000000180025095e-35 -0.011834999999999998 0.083760000000000015 -0.081579999999999986 -0.007794999999999999 -1.0000000180025095e-35 -0.050699999999999995 0.089125000000000024 -0.07088499999999999 -0.079689999999999983 -0.055679999999999993 -0.048839999999999995 -0.0094449999999999968 0.11266500000000002
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 11 5 8 9 -4 -5 -3 10 12 -2 13 22 -15 18 -17 -8 -7 -9 21 -21 -1 -19
right_child=1 4 6 7 -6 15 17 19 -10 -11 -12 -13 -14 14 -16 16 -18 23 -20 20 -22 -23 -24 -25
leaf_value=0.00081354486070084678 0.00044454346482789128 0.00039304206811940662 0.00048674147724163137 0.00047265959841958873 7.0659768471641914e-05 0.00081702175163845972 0.00059146912905715002 0.000567423340485307 0.00019938619379867892 0.00063346292156194991 0.00094355068862596542 0.00023560201853279139 0.00066460419063876027 0.00068618672309419691 0.0007888121513017558 0.00070412543192085693 0.00051239004758162282 0.00080071727697686912 0.00067945209609152101 0.00070496350874641454 0.00077367559822278937 0.00056194361562991236 0.00095781735393904259 0.00067973205387873129
leaf_weight=55 62 103 68 52 58 59 57 54 60 62 63 60 75 114 760 90 66 58 90 53 79 56 52 53
leaf_count=55 62 103 68 52 58 59 57 54 60 62 63 60 75 114 760 90 66 58 90 53 79 56 52 53
internal_value=0 0.000427986 0.000533948 0.000737686 0.000256178 0.000758906 0.000632988 0.000630314 0.000321974 0.000779889 0.000787971 0.000342074 0.000778656 0.000787339 0.000775467 0.00067754 0.000623232 0.000691974 0.000734162 0.000664045 0.00069161 0.000631809 0.000883988 0.000743267
internal_weight=0 579 358 1780 221 1486 236 294 163 1181 1119 122 1056 981 874 305 156 168 149 242 188 109 107 111
internal_count=2359 579 358 1780 221 1486 236 294 163 1181 1119 122 1056 981 874 305 156 168 149 242 188 109 107 111
is_linear=0
shrinkage=0.0032998


Tree=9281
num_leaves=23
num_cat=0
split_feature=1 52 12 2 2 15 1 157 52 51 12 1 15 15 133 43 160 2 43 42 2 42
split_gain=4.99936 1.20603 0.758 0.490635 0.653149 0.236212 0.249345 0.165858 0.154434 0.176973 0.313073 0.129143 0.0996875 0.246649 0.270766 0.0995878 0.0987175 0.0882001 0.0765289 0.0415014 0.0382396 0.0378212
threshold=0.10538500000000002 -0.40011499999999994 -0.083994999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 -0.06784999999999998 0.13869000000000004 -0.081579999999999986 1.0000000180025095e-35 -0.096089999999999981 0.079570000000000016 0.077800000000000022 -0.090219999999999981 0.041820000000000003 0.047025000000000004 -0.020049999999999995 -0.51146999999999987 0.11756000000000001 -0.14265999999999998 0.089150000000000021 0.084175000000000014 0.084715000000000013
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 -2 -1 4 -3 6 17 15 9 11 -11 -9 -10 14 -14 21 -15 -5 -12 -20 -18 -4
right_child=1 3 7 5 -6 -7 -8 8 12 10 18 -13 13 16 -16 -17 20 -19 19 -21 -22 -23
leaf_value=0.00057114039889426867 0.00096501593636795589 0.00040847650179852218 0.0008656383829495338 0.00037349679125922016 0.00085091974593194794 0.0001988309476665517 0.00022592847841417275 0.00086696516541920029 0.0010084305946308251 0.00063871441903980456 0.00072505665606812167 0.0010746760861016812 0.0006044741181223431 0.0010540016550893306 0.00090639846176108043 0.0010806384935944241 0.00097087723935700349 0.00054031220963294949 0.00083804616293557145 0.00090597891593603144 0.00089000327539466161 0.00098125077248094588
leaf_weight=90 53 89 75 55 62 76 57 90 96 94 56 55 63 60 69 66 93 102 385 156 349 68
leaf_count=90 53 89 75 55 62 76 57 90 96 94 56 55 63 60 69 66 93 102 385 156 349 68
internal_value=0 0.000494154 0.000867686 0.000437485 0.000590375 0.000357755 0.000414031 0.000882702 0.00087083 0.000839633 0.000817263 0.000945995 0.000906509 0.000891021 0.000762565 0.000971486 0.000924728 0.000482098 0.000845317 0.0008577 0.000907099 0.000920861
internal_weight=0 494 1865 441 151 290 214 1775 1566 836 691 145 730 634 132 209 502 157 597 541 442 143
internal_count=2359 494 1865 441 151 290 214 1775 1566 836 691 145 730 634 132 209 502 157 597 541 442 143
is_linear=0
shrinkage=0.0032998


Tree=9282
num_leaves=23
num_cat=0
split_feature=1 457 2 159 9 157 1 11 52 1 2 133 16 133 16 160 1455 151 49 2 16 16
split_gain=0.123145 0.11912 0.116372 0.104337 0.0902987 0.0785131 0.0769124 0.0597665 0.0586824 0.0456992 0.094643 0.0398398 0.0553975 0.039644 0.0372289 0.0352176 0.0398254 0.0346255 0.0361427 0.0285128 0.0270819 0.0227545
threshold=0.08956500000000002 0.079590000000000008 0.11693000000000002 0.086110000000000006 -1.0000000180025095e-35 -0.081579999999999986 0.10061500000000002 0.076560000000000003 0.0060650000000000009 0.11744000000000002 0.10222000000000002 0.087245000000000003 -0.018199999999999997 0.08457000000000002 -0.082084999999999991 -0.40907999999999994 0.078065000000000009 -0.085134999999999975 -0.008624999999999999 0.090485000000000024 0.21684500000000004 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 21 -2 13 11 15 9 10 -8 12 14 -1 -6 19 17 -17 -19 -7 -20 -4
right_child=1 -3 3 -5 6 7 8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 18 20 -21 -22 -23
leaf_value=0.012809469295210046 -0.00043544520582690268 -0.0014689997472927239 0.00036759297217535863 0.0069486269396207825 0.0038094911640660372 0.0062662487872755966 0.014178988643987688 0.00051159006300768579 0.013306339777013778 0.0030420719164143562 0.0056120485961097151 0.0084469358612530836 0.0065242429401630693 0.0075205803737537352 -0.002462189348725771 0.0098294756006121579 0.0021502491481798975 0.0027642975864235549 0.0066438935726670549 0.011821519741026198 0.0039915178247610017 -0.003992533870829677
leaf_weight=74 58 103 80 60 53 53 57 55 57 57 105 52 79 94 54 71 75 94 783 56 131 58
leaf_count=74 58 103 80 60 53 53 57 55 57 57 105 52 79 94 54 71 75 94 783 56 131 58
internal_value=0 0.00389268 0.00461222 0.00108464 0.00583017 0.00641812 0.00654068 0.00597792 0.00845912 0.00718931 0.00863743 0.00430839 0.00314172 0.0098609 0.000627554 0.00621454 0.00593696 0.0061985 0.00594097 0.00913682 0.0062657 -0.00145191
internal_weight=0 873 770 198 572 1486 514 1318 276 219 162 238 186 168 107 1263 1154 1079 1008 109 914 138
internal_count=2359 873 770 198 572 1486 514 1318 276 219 162 238 186 168 107 1263 1154 1079 1008 109 914 138
is_linear=0
shrinkage=0.16829


Tree=9283
num_leaves=23
num_cat=0
split_feature=4 52 131 1186 15 43 1 15 4 43 16 475 481 15 52 160 52 52 52 16 16 16
split_gain=0.140462 0.132743 0.0682094 0.0615533 0.0551388 0.0489322 0.0687775 0.112641 0.0413251 0.065299 0.0610199 0.0574893 0.0706341 0.0809464 0.0963278 0.0574071 0.0474551 0.0354607 0.0389331 0.0348203 0.0346247 0.027009
threshold=0.062150000000000004 0.038145000000000005 0.088910000000000017 0.0044650000000000011 -0.24269999999999997 -0.078059999999999977 0.11230000000000001 -0.40312499999999996 -0.012089999999999998 -0.09139499999999999 -0.11118499999999999 -0.086169999999999983 -0.08452999999999998 0.03981500000000001 -1.0000000180025095e-35 -0.40907999999999994 0.0029250000000000005 -0.0046699999999999997 -0.081594999999999987 0.061395000000000012 0.26391000000000003 -0.42618999999999996
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 5 8 -3 -2 21 -8 11 -10 -11 -1 -13 14 20 -15 17 18 -12 -17 -14 -7
right_child=1 4 -4 -5 -6 6 7 -9 9 10 16 12 13 15 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0090965819160565113 -0.0054839402009927473 0.010087741850271633 0.0054495020408583776 5.4935449373530725e-05 0.0033583523422428536 0.0059114704316669117 0.0023126357758933374 -0.0083079441983438321 0.011874883486111668 0.010643058036504649 0.007495639957701283 -0.00096404871229718262 0.0029136699730388182 0.01132304758580858 -0.00151967787219745 0.0058334713502154216 0.0019992727849757453 0.010009472331924271 0.0034791220036303012 0.0012540752088811421 0.0067248260056675434 0.00047229007358945185
leaf_weight=85 55 61 56 64 82 53 59 54 60 69 132 62 168 52 103 618 101 58 147 52 116 52
leaf_count=85 55 61 56 64 82 53 59 54 60 69 132 62 168 52 103 618 101 58 147 52 116 52
internal_value=0 0.00196052 9.43329e-05 0.00521317 0.00624149 -0.000997583 0.000126056 -0.00274679 0.00539328 0.00659467 0.00596625 0.0048495 0.00453968 0.00484899 0.0028761 0.005904 0.00522539 0.00618694 0.00538585 0.00548074 0.00447667 0.00323489
internal_weight=0 472 329 1887 143 273 218 113 1823 567 507 1256 1171 1109 387 722 438 337 279 670 284 105
internal_count=2359 472 329 1887 143 273 218 113 1823 567 507 1256 1171 1109 387 722 438 337 279 670 284 105
is_linear=0
shrinkage=0.16829


Tree=9284
num_leaves=20
num_cat=0
split_feature=1 3 1 3 2 2 15 16 1419 3 1186 15 16 3 2 16 1 42 159
split_gain=2.71035 0.597698 0.547812 0.194687 0.160484 0.149157 0.162959 0.127034 0.109599 0.0866677 0.0765976 0.0822742 0.100773 0.0974978 0.0681229 0.0579995 0.0577178 0.0297787 0.0230639
threshold=0.12122500000000001 -0.026769999999999999 0.10080500000000002 0.0025650000000000004 0.11891500000000001 0.14721500000000001 -0.22805999999999996 -0.029084999999999996 1.0000000180025095e-35 0.088465000000000002 0.0044650000000000011 -0.021179999999999997 0.037060000000000003 -0.13088999999999998 0.10222000000000002 -0.096494999999999984 0.081540000000000015 0.087970000000000007 0.04105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 8 6 -2 15 10 -9 11 12 14 16 -1 -3 -13 -14 -15
right_child=5 2 3 -5 -6 -7 -8 9 -10 -11 -12 13 17 18 -16 -17 -18 -19 -20
leaf_value=0.0006450527119500341 0.00018823773252823713 0.00058063009693346131 0.00021428743700387272 0.00044152472822194455 0.00048204046763153445 0.00010723100969560148 0.00040561840965532773 0.00074590403457052996 0.00075099713962979394 0.0005632863079241047 0.00051325464112961358 0.0006522761745257783 0.0004517823025940038 0.00064245213545959033 0.00052360741461486755 0.00042540938321792735 0.00080330426178879899 0.00055902364952936678 0.0005696226323013919
leaf_weight=318 86 58 75 93 82 79 68 66 85 54 65 52 52 800 64 53 70 79 60
leaf_count=318 86 58 75 93 82 79 68 66 85 54 65 52 52 800 64 53 70 79 60
internal_value=0 0.000599658 0.00048416 0.000340289 0.000626322 0.000224516 0.000284453 0.000588641 0.000633493 0.00066402 0.000627068 0.000631992 0.000597269 0.000650096 0.000624798 0.000506833 0.00073922 0.000516723 0.000637412
internal_weight=0 2126 399 168 1727 233 154 231 1645 120 1560 1495 513 982 382 111 122 131 860
internal_count=2359 2126 399 168 1727 233 154 231 1645 120 1560 1495 513 982 382 111 122 131 860
is_linear=0
shrinkage=0.0032998


Tree=9285
num_leaves=25
num_cat=0
split_feature=1 1 2 3 2 2 4 3 3 0 4 3 0 11 42 3 3 2 157 4 402 1 4 2
split_gain=4.6395 1.05382 0.857892 0.460995 0.443621 0.401928 0.299248 0.206975 0.184742 0.179004 0.149117 0.0918653 0.09003 0.079813 0.160466 0.158702 0.070837 0.0721349 0.0509887 0.0457874 0.0430755 0.0371978 0.028333 0.0173865
threshold=0.11831500000000002 0.08956500000000002 0.14234000000000005 -0.023394999999999996 0.098150000000000015 -1.0000000180025095e-35 0.24099500000000004 -0.097829999999999986 -0.0053599999999999993 -0.026509999999999995 0.11057000000000002 0.11745500000000002 -0.08095999999999999 0.086595000000000019 0.083120000000000013 -0.081184999999999993 -0.020014999999999995 0.095120000000000024 -0.087424999999999989 0.053455000000000009 -0.087759999999999991 0.094935000000000005 -0.036279999999999993 0.11225500000000001
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 4 5 6 7 -2 13 12 -5 19 -7 -10 -1 14 -3 -16 17 18 -9 22 -20 -17 -6 -21
right_child=2 3 -4 8 9 10 -8 16 11 -11 -12 -13 -14 -15 15 21 -18 -19 20 23 -22 -23 -24 -25
leaf_value=0.00083780801849840832 5.1435309822931536e-05 0.00043229480174748796 -0.00012315726209159692 0.00018591189408381358 0.00052718768400708256 0.00049625218359369741 0.00030787101384750786 0.00052829042018841211 0.00045552579659867588 0.00033286341217581667 0.00025758287737993304 0.00028589341194367525 0.00067323905502959618 0.00068600177345756145 0.0007408568636402661 0.00046002468447944297 0.0007188181017856 0.00050550221221270239 0.00056995891430926791 0.00044710470631656386 0.00064711970571756634 0.00058701725832769139 0.00062818479667736942 0.00053823517682486939
leaf_weight=84 67 96 101 65 60 56 59 54 102 54 60 55 70 52 60 52 97 57 99 56 674 58 80 52
leaf_count=84 67 96 101 65 60 56 59 54 102 54 60 55 70 52 60 52 97 57 99 56 674 58 80 52
internal_value=0 0.000571107 0.000120731 0.000454608 0.000619644 0.000255529 0.00052502 0.000649661 0.000334876 0.000506714 0.000373106 0.000396325 0.000763233 0.000565198 0.00054145 0.000602883 0.000631796 0.000622208 0.000630209 0.000544427 0.000637283 0.000527305 0.000585152 0.000491309
internal_weight=0 2036 284 599 1437 183 377 1135 222 302 116 157 154 318 266 170 981 884 827 248 773 110 140 108
internal_count=2320 2036 284 599 1437 183 377 1135 222 302 116 157 154 318 266 170 981 884 827 248 773 110 140 108
is_linear=0
shrinkage=0.0032998


Tree=9286
num_leaves=21
num_cat=0
split_feature=2 10 1 1 159 1 43 2 16 1 130 1452 43 1 43 1 50 43 132 16
split_gain=0.0978891 0.0797524 0.0922352 0.109189 0.0798569 0.113589 0.07639 0.148003 0.0637555 0.0831396 0.0620412 0.0630678 0.057114 0.0488768 0.0437159 0.0437005 0.087179 0.0738367 0.0329864 0.0213081
threshold=0.14234000000000005 0.058500000000000003 0.10871500000000002 0.089475000000000013 0.086975000000000011 0.11367000000000001 -0.00067499999999999993 0.084945000000000007 -0.082354999999999984 0.097145000000000023 -0.072444999999999982 0.083830000000000002 -0.049364999999999992 1.0000000180025095e-35 -0.033174999999999989 0.104035 0.098785000000000026 -0.060799999999999993 0.10240500000000001 -0.073494999999999991
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 2 3 6 5 -4 10 -8 9 -5 -1 18 -2 19 -7 16 17 -10 -12 -9
right_child=12 -3 4 8 -6 14 7 13 15 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.010898811838721443 0.0053855475488982299 -0.00044614821898261215 0.017508401301766188 -0.0050362393801519105 0.0042846588161813692 0.0052883290922904639 0.014682066682189429 0.0068988743138702546 0.0037746218367835063 0.0038745410809616623 0.005223323316652588 0.011019419354173736 -0.0015402127961052627 0.010928706225062729 0.01110789778882431 0.00038436603457689742 -0.00053911336873395832 0.010051080611162442 0.0010028707659013438 0.0035550132993786361
leaf_weight=60 57 54 52 52 77 72 84 131 105 69 858 52 82 60 78 59 54 110 57 97
leaf_count=60 57 54 52 52 77 72 84 131 105 69 858 52 82 60 78 59 54 110 57 97
internal_value=0 0.00590981 0.00607202 0.00563878 0.0089352 0.010699 0.00637305 0.00844891 0.00334694 3.02669e-05 0.00561938 0.00528995 0.00128692 0.00662467 0.00832648 0.00456499 0.00547525 0.00699419 0.00496237 0.00548415
internal_weight=0 2181 2127 1848 279 202 1399 372 449 121 1027 967 139 288 150 328 269 215 915 228
internal_count=2320 2181 2127 1848 279 202 1399 372 449 121 1027 967 139 288 150 328 269 215 915 228
is_linear=0
shrinkage=0.16829


Tree=9287
num_leaves=16
num_cat=0
split_feature=1212 1212 1204 2 2 13 130 160 4 4 4 403 448 13 403
split_gain=0.0794676 0.108631 0.0823726 0.0596931 0.0870201 0.0513007 0.0501412 0.0495536 0.0493626 0.0434544 0.0514018 0.0428221 0.0391119 0.0342146 0.0287178
threshold=0.073745000000000019 0.08815000000000002 -0.079179999999999987 0.14234000000000005 0.12992500000000004 -0.087984999999999994 -0.050984999999999996 0.014995000000000003 -0.021234999999999997 -0.088784999999999989 -0.15450999999999995 -0.092714999999999978 -0.065209999999999976 -0.086574999999999985 -0.069109999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -5 -4 9 -9 10 -8 -3 -11 -10 -13
right_child=1 11 3 5 -6 -7 7 8 13 12 -12 14 -14 -15 -16
leaf_value=-0.00068482795228478168 0.012837875724061344 0.0093540277953580043 0.0088446461999338085 -0.0029944220563021375 0.010979194300211673 0.0037218845583461488 0.0033173403581019992 0.0098210675127776807 0.0088767782972096546 -4.2209216385293176e-05 -0.002712526951494521 0.0013106204935502655 0.0045618110100208494 0.0039454494769786035 0.0063352730536364978
leaf_weight=88 76 52 76 52 63 84 145 84 52 54 55 72 1122 185 60
leaf_count=88 76 52 76 52 63 84 145 84 52 54 55 72 1122 185 60
internal_value=0 0.00746907 0.0043351 0.00456002 0.00481233 0.00114067 0.00459219 0.00440068 0.00629303 0.00395792 0.00165014 0.00524176 0.00434887 0.00503501 0.00360816
internal_weight=0 260 2060 1972 1836 136 1773 1697 321 1376 200 184 1176 237 132
internal_count=2320 260 2060 1972 1836 136 1773 1697 321 1376 200 184 1176 237 132
is_linear=0
shrinkage=0.16829


Tree=9288
num_leaves=17
num_cat=0
split_feature=4 3 39 1 11 1 16 3 4 3 42 42 4 3 4 16
split_gain=6.19455 1.25788 1.15372 0.286161 0.242371 0.236827 0.226261 0.210385 0.201868 0.246912 0.125129 0.103238 0.0975726 0.0843857 0.044647 0.0401508
threshold=0.30163500000000004 0.20828500000000003 0.081875000000000017 0.092655000000000015 1.0000000180025095e-35 0.12007000000000002 0.25032500000000008 -0.12595999999999999 -0.081214999999999996 0.091170000000000015 0.11457500000000002 0.085790000000000019 -0.21586499999999997 -0.0041149999999999989 -0.010549999999999999 -0.52180499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 15 -6 -1 11 10 -10 12 -9 -7 -5 -2
right_child=5 -3 3 14 6 13 -8 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00066970616448968874 0.00035116630608809365 0.0003481109873207673 0.00078498820516983438 0.00056907391389610584 0.0011353473204316318 0.00031586710269550559 0.00086122952476779262 0.0010257224312813329 0.00086995091273939077 0.00062853235699825247 0.00074214873344292411 0.0010290677206809867 0.00087606425132790409 0.00015647931884060575 0.00043469364123149118 0.00048034669236717502
leaf_weight=60 54 56 57 54 74 60 62 62 1051 54 95 100 266 95 62 58
leaf_count=60 54 56 57 54 74 60 62 62 1051 54 95 100 266 95 62 58
internal_value=0 0.000836938 0.000850629 0.000592461 0.000875095 0.000302421 0.00101064 0.000864154 0.000871299 0.000849028 0.000859387 0.000933657 0.000904461 0.000218405 0.000497554 0.000418378
internal_weight=0 2053 1997 173 1824 267 136 1688 1628 1200 1146 428 328 155 116 112
internal_count=2320 2053 1997 173 1824 267 136 1688 1628 1200 1146 428 328 155 116 112
is_linear=0
shrinkage=0.0032998


Tree=9289
num_leaves=32
num_cat=0
split_feature=4 3 3 39 3 39 15 13 3 48 15 13 52 15 3 47 13 4 3 13 4 4 15 15 4 3 402 15 3 43 133
split_gain=5.93011 1.6957 0.787981 0.699575 0.385477 0.205111 0.196557 0.192045 0.190074 0.18726 0.151855 0.138327 0.130998 0.194066 0.246901 0.12114 0.119366 0.196118 0.103755 0.0964772 0.0869309 0.0844208 0.0778516 0.0755091 0.0673261 0.0648709 0.0796773 0.0363243 0.0281037 0.0303597 0.0209763
threshold=0.30163500000000004 -0.072579999999999992 0.20828500000000003 0.0095750000000000019 0.16158000000000003 0.088025000000000006 0.083185000000000023 -0.077274999999999996 -0.095764999999999989 0.092680000000000026 0.090455000000000021 -0.011834999999999998 -0.53937999999999986 -0.099329999999999988 -0.12595999999999999 0.077555000000000013 -0.067389999999999992 0.0071200000000000005 -0.0020049999999999994 -0.075154999999999986 -0.025139999999999999 -0.077804999999999985 -0.011859999999999997 -0.42759999999999992 -0.013929999999999998 -0.08632999999999999 0.0064150000000000014 0.086675000000000016 -0.086524999999999977 -0.082219999999999988 -0.0047949999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 15 5 23 7 20 -8 11 25 -5 -9 -14 -15 16 -3 18 -18 -12 -1 -21 28 -2 -16 30 27 -27 -22 -30 -10
right_child=4 2 -4 9 -6 -7 8 12 10 -11 19 -13 13 14 24 -17 17 -19 -20 21 22 -23 -24 -25 -26 26 -28 -29 29 -31 -32
leaf_value=0.00075747164239859841 0.00051964309738584025 0.00085766813755540838 0.0002874525323708689 0.00071619237338988383 4.9254274203986258e-05 0.00021324764236035505 0.0010486738896706635 0.00089575385540020716 0.00091265505072864813 0.00035803817129232036 0.00089668177963791898 0.00048499734455209696 0.00092208495880680618 0.00051097537047160131 0.00086495377480847835 0.00089275066717810908 0.00068180446718920707 0.00055355717592120879 0.00085834378302138289 0.00065102860413952649 0.00080083095109422236 0.00083386868840497948 0.001004125143991542 0.00035849289183847245 0.00071865105794850326 0.00099827560678468139 0.0010842663148911355 0.00087238996900354309 0.00094374429512505379 0.00086180361736633347 0.00082250910059657807
leaf_weight=56 59 80 56 56 59 75 98 83 110 53 100 60 55 57 53 82 75 66 77 52 52 66 70 74 120 52 57 66 95 153 53
leaf_count=56 59 80 56 56 59 75 98 83 110 53 100 60 55 57 53 82 75 66 77 52 52 66 70 74 120 52 57 66 95 153 53
internal_value=0 0.000808352 0.000661394 0.000699473 0.000285366 0.00035217 0.000869729 0.000834317 0.000912668 0.000522208 0.000888633 0.000596912 0.000778287 0.000743953 0.000701203 0.000778217 0.000746583 0.000705656 0.000771467 0.000819392 0.000882636 0.000753594 0.000901485 0.000430245 0.000763676 0.000933187 0.00097921 0.000928164 0.000877418 0.000893334 0.00088356
internal_weight=0 2053 605 549 267 208 1448 794 654 169 556 116 368 285 230 380 298 218 152 218 426 118 370 133 173 338 175 118 300 248 163
internal_count=2320 2053 605 549 267 208 1448 794 654 169 556 116 368 285 230 380 298 218 152 218 426 118 370 133 173 338 175 118 300 248 163
is_linear=0
shrinkage=0.0032998


Tree=9290
num_leaves=27
num_cat=0
split_feature=4 12 0 0 12 0 4 12 42 12 42 43 12 402 49 43 0 0 4 42 1447 456 42 43 51 4
split_gain=3.72318 1.04014 0.262789 0.310682 0.259778 0.172596 0.330779 0.163704 0.142014 0.0680986 0.115088 0.0794501 0.0583601 0.0484221 0.0467468 0.0446593 0.0441258 0.0364846 0.0878768 0.0355561 0.0318264 0.0487015 0.0302474 0.0264812 0.0242843 0.0234499
threshold=0.30163500000000004 0.082780000000000006 -0.15385999999999997 -0.12608499999999997 0.09697500000000002 -0.076539999999999983 -0.16772499999999999 0.093535000000000021 0.10321000000000001 0.090255000000000016 -0.087919999999999984 -0.082144999999999982 0.10055500000000002 0.088920000000000013 -0.0087399999999999995 -0.010064999999999999 -0.065249999999999989 -0.10946999999999998 0.51136500000000018 -0.0060199999999999993 -0.08039499999999998 0.085555000000000006 0.085495000000000015 -0.038674999999999994 -0.085099999999999981 -0.0070549999999999996
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 2 14 -4 9 15 -7 17 12 13 -11 -12 -6 20 -1 -5 25 -2 -19 -13 -3 24 -15 -21 -22 -14
right_child=7 4 3 5 8 6 -8 -9 -10 10 11 19 16 22 -16 -17 -18 18 -20 23 21 -23 -24 -25 -26 -27
leaf_value=0.00060228693766098884 0.0003305064845610703 0.0006708058345396929 0.00032470368186429986 0.00071392273537718035 0.0005810307206554618 0.0006126651085368802 0.00033429101091479453 7.2416375053122476e-05 0.00051401027327591911 0.00082997840560104655 0.00055699808710868047 0.00060863944408652765 0.00069618222072936897 0.00075245079623869693 0.00074790093552960432 0.00057417078641194971 0.00076633039987217017 0.00032584087970131677 0.000140540797416192 0.00067262823737614704 0.00066024767720184732 0.00082708727268184542 0.00087270039588591228 0.00074257791848035743 0.00073868276114135854 0.00060171482967707438
leaf_weight=53 92 92 97 56 76 98 90 52 98 58 61 55 81 55 52 53 65 61 53 145 58 70 52 132 447 58
leaf_count=53 92 92 97 56 76 98 90 52 98 58 61 55 81 55 52 53 65 61 53 145 58 70 52 132 447 58
internal_value=0 0.000659019 0.00052717 0.000487755 0.00070004 0.000540888 0.000479588 0.000238771 0.000623741 0.000723556 0.000690206 0.000669489 0.00066202 0.000742942 0.000674736 0.000646293 0.00069202 0.000280592 0.000240002 0.000690051 0.000731936 0.000741656 0.000811219 0.000706089 0.000729744 0.000657018
internal_weight=0 2102 499 394 1603 297 188 258 378 1225 451 393 280 774 105 109 204 206 114 332 667 575 107 277 505 139
internal_count=2360 2102 499 394 1603 297 188 258 378 1225 451 393 280 774 105 109 204 206 114 332 667 575 107 277 505 139
is_linear=0
shrinkage=0.0032998


Tree=9291
num_leaves=22
num_cat=0
split_feature=4 12 48 51 12 0 52 4 52 13 3 42 42 13 42 42 51 401 4 13 1446
split_gain=0.206733 0.205303 0.0749987 0.072991 0.0888027 0.10721 0.123635 0.0729703 0.0690808 0.0595161 0.111174 0.0556783 0.0451042 0.0601079 0.0478418 0.0363374 0.0335817 0.0560853 0.0330818 0.0302676 0.0300723
threshold=0.36766000000000004 0.093535000000000021 0.12737000000000001 0.12200500000000002 0.083220000000000002 -0.15385999999999997 0.074235000000000009 -0.0047649999999999993 -0.087769999999999987 -0.14545999999999995 0.011825000000000002 -1.0000000180025095e-35 -0.088334999999999983 -0.08151499999999999 0.085790000000000019 -0.092104999999999979 0.088940000000000005 1.0000000180025095e-35 -0.08347499999999998 -0.087394999999999987 0.037915000000000011
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=2 9 3 4 5 -1 7 8 -7 -2 -11 -9 15 14 19 18 17 -15 -6 -14 -16
right_child=1 -3 -4 -5 12 6 -8 11 -10 10 -12 -13 13 16 20 -17 -18 -19 -20 -21 -22
leaf_value=0.0080401049437535312 0.0074093879360516242 -0.0093564476069087146 -0.00073682404258812223 0.010327661099257077 0.00418070003091622 0.0043576390798840004 -0.005126828826215229 0.0020032925004117882 -0.0024048384625896986 0.0044575809701426399 -0.0048971179965855227 0.0092812197671428894 0.006933387772878572 0.0042484156829445232 0.0072087823600904223 0.011935119144622064 0.0004386767031325036 0.010028948256332309 0.0090582446372002683 0.0030086191647111936 0.011418059545004881
leaf_weight=96 52 52 59 80 77 83 62 52 88 92 59 72 104 631 268 52 58 52 85 125 61
leaf_count=96 52 52 59 80 77 83 62 52 88 92 59 72 104 631 268 52 58 52 85 125 61
internal_value=0 7.10737e-05 0.00515191 0.0053226 0.00511802 0.00304252 0.0016936 0.00313313 0.000867027 0.00249486 0.000790536 0.00624367 0.00573824 0.00536111 0.00668637 0.00801908 0.00436072 0.00469115 0.006751 0.00479889 0.00799469
internal_weight=0 255 2105 2046 1966 453 357 295 171 203 151 124 1513 1299 558 214 741 683 162 229 329
internal_count=2360 255 2105 2046 1966 453 357 295 171 203 151 124 1513 1299 558 214 741 683 162 229 329
is_linear=0
shrinkage=0.16829


Tree=9292
num_leaves=17
num_cat=0
split_feature=11 15 2 12 43 2 2 133 51 156 1211 11 133 1212 133 133
split_gain=0.10905 0.0830762 0.0566206 0.0473555 0.102403 0.0953946 0.0601538 0.0430883 0.0557882 0.0313933 0.0345971 0.0722838 0.0550647 0.109218 0.0455148 0.0357793
threshold=0.096215000000000009 -0.26826999999999995 0.13443000000000002 0.082780000000000006 -0.097279999999999991 0.12330500000000001 0.11252000000000002 -0.082724999999999979 0.080335000000000018 0.10942000000000002 0.078255000000000005 0.077415000000000012 -0.0068049999999999994 0.058525000000000008 0.085720000000000018 -0.025314999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -6 -9 10 11 12 13 -5 -14 -12
right_child=-2 3 -4 9 5 -7 -8 8 -10 -11 15 -13 14 -15 -16 -17
leaf_value=0.0029046976178087832 -0.0037732432436224875 0.0096119013714900652 -0.0033896996646327884 0.0052194038552870062 -0.0023775444727095964 0.007390955526132054 -0.0040547548802245207 0.0040494592027275561 -0.0013059894697458987 0.00064294723242553503 0.0048452492703555594 0.010764894696093062 0.00293471756357582 0.012479050226492514 0.0052721396061456427 -0.00090912403572591298
leaf_weight=102 52 58 67 331 56 81 56 219 73 52 65 62 455 72 502 57
leaf_count=102 52 58 67 331 56 81 56 219 73 52 65 62 455 72 502 57
internal_value=0 0.00400243 0.000398655 0.00428632 0.00292016 0.00211621 0.0010542 0.00188149 0.00270444 0.00474999 0.00488715 0.0051214 0.0048628 0.00652087 0.0041627 0.002142
internal_weight=0 2308 169 2139 543 485 404 348 292 1596 1544 1422 1360 403 957 122
internal_count=2360 2308 169 2139 543 485 404 348 292 1596 1544 1422 1360 403 957 122
is_linear=0
shrinkage=0.16829


Tree=9293
num_leaves=22
num_cat=0
split_feature=1 10 16 52 52 4 16 43 2 13 42 1456 1 1 1186 4 484 42 52 1 16
split_gain=0.123138 0.0884787 0.0454364 0.0706537 0.0438301 0.0411786 0.109644 0.0771577 0.0626372 0.0437972 0.0613515 0.0578476 0.0721926 0.0662513 0.0496966 0.0421194 0.0412151 0.078195 0.0403693 0.0530989 0.0308951
threshold=0.11378500000000001 -0.0069899999999999988 -0.4058199999999999 -0.064819999999999989 0.51775000000000004 -0.099704999999999974 1.0000000180025095e-35 -0.12584499999999996 0.090225000000000014 -0.082689999999999986 0.084715000000000013 -0.011624999999999998 0.096860000000000016 0.10776500000000001 0.057025000000000006 -0.015464999999999998 -0.081554999999999989 0.086125000000000021 -0.085464999999999985 0.096860000000000016 -0.011859999999999997
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=4 -2 -3 -4 5 6 -1 8 -7 10 15 -11 14 -14 -13 -9 -12 -18 19 -8 -17
right_child=1 2 3 -5 -6 7 18 9 -10 11 16 12 13 -15 -16 20 17 -19 -20 -21 -22
leaf_value=-0.0049617465897674072 -0.0059627223175311552 -0.0013941528193467587 -0.00055555208593921306 0.0061148218169787662 0.0084835224085561423 0.010633535960790469 -0.0023007172687090358 -0.0018193404170280957 0.0038052443072529476 -0.0018052964499782483 0.0019131618638229292 0.0034427869518492233 -0.0028696994029600866 0.0045870072908372134 0.0088518365581448776 0.0060455097519398898 0.012374361592354659 0.0054272999895589105 0.0070768406356197574 0.0049247450419378034 0.00075053258832056592
leaf_weight=57 55 103 83 97 53 82 52 54 73 71 64 737 96 52 52 73 56 270 60 64 56
leaf_count=57 55 103 83 97 53 82 52 54 73 71 64 737 96 52 52 73 56 270 60 64 56
internal_value=0 0.000207366 0.00141285 0.00302906 0.00368331 0.00355319 0.00144009 0.00383576 0.00742922 0.00348233 0.00466191 0.00281001 0.00316164 -0.000237636 0.00380155 0.00210441 0.00585736 0.00662617 0.00352362 0.00167026 0.00376084
internal_weight=0 338 283 180 2022 1969 233 1736 155 1581 573 1008 937 148 789 183 390 326 176 116 129
internal_count=2360 338 283 180 2022 1969 233 1736 155 1581 573 1008 937 148 789 183 390 326 176 116 129
is_linear=0
shrinkage=0.16829


Tree=9294
num_leaves=33
num_cat=0
split_feature=1 1 12 16 15 16 1 1 13 15 15 12 15 12 159 43 13 15 159 16 159 43 484 15 15 43 15 1 43 1 159 159
split_gain=7.42663 0.987411 0.528474 0.492058 0.321731 0.210343 0.204511 0.192639 0.174241 0.163138 0.168338 0.110362 0.126782 0.0888025 0.0847032 0.0758546 0.0758344 0.0677241 0.063464 0.0634921 0.0605353 0.0523001 0.0487932 0.0497095 0.0727546 0.0468468 0.0388029 0.0342852 0.0334742 0.0303644 0.0106099 0.00660308
threshold=0.104035 0.12394500000000001 -0.029844999999999997 0.12292000000000002 -0.26826999999999995 -0.0094449999999999968 0.091410000000000005 0.11400500000000001 -0.082264999999999991 0.03981500000000001 0.087960000000000024 0.084595000000000017 -0.09693499999999998 0.092615000000000017 -0.019465 -0.092184999999999989 -0.072559999999999986 -0.45726999999999995 -0.014584999999999999 -0.076489999999999989 -1.0000000180025095e-35 -0.073404999999999984 0.0038100000000000005 0.085915000000000019 -0.006494999999999999 -0.083269999999999997 0.089545000000000013 0.087135000000000004 -0.0059699999999999987 0.085720000000000005 -0.08799499999999999 0.037030000000000007
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=2 3 6 5 17 7 -1 -2 14 11 15 12 -10 25 30 -11 -6 -3 -12 29 -15 -22 23 24 31 -13 -25 -21 -17 -20 -4 -16
right_child=1 4 8 -5 16 -7 -8 -9 9 10 18 13 -14 20 22 28 -18 -19 19 27 21 -23 -24 26 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.000757206552107065 0.0006010098216681554 0.00017993460022622487 0.00095195754252546826 0.00077864244135048043 0.00026594780147247123 0.00028097974837822234 0.00046943124555555958 0.00036764043694865225 0.00085340994954422955 0.0010615317290471604 0.00091816568830956069 0.00081821102765466383 0.00065118707474586587 0.00067820998129866281 0.00089336427742622859 0.00087262293647830981 0.00043870370411604279 1.4463556070147272e-05 0.00082135475943206839 0.00080380269744267008 0.00088599489657423367 0.00076505357675571688 0.000809590749941803 0.0010324631164386176 0.00078723299935970134 0.00094216020393556857 0.00090648525514977973 0.00070036436101453454 0.00097915230582707553 0.00092733577191331522 0.0010322917236640827 0.00095353652909955068
leaf_weight=58 101 57 64 64 57 60 52 64 52 52 79 67 107 52 119 105 57 52 95 101 69 113 85 52 79 84 76 66 59 55 52 55
leaf_count=58 101 57 64 64 57 60 52 64 52 52 79 67 107 52 119 105 57 52 95 101 69 113 85 52 79 84 76 66 59 55 52 55
internal_value=0 0.000395201 0.000844458 0.00052259 0.000229952 0.000449601 0.000621488 0.000510704 0.00085855 0.000834716 0.00087225 0.000792425 0.000717544 0.000823258 0.000905831 0.000947526 0.000352635 0.000101317 0.000831102 0.000809293 0.000781718 0.000811099 0.000885233 0.000902016 0.000873584 0.000887396 0.000957939 0.000763134 0.000911162 0.000860449 0.000988273 0.000912587
internal_weight=0 512 1848 289 223 225 110 165 1738 1156 612 544 159 385 582 216 114 109 396 317 234 182 466 381 253 151 128 167 164 150 116 174
internal_count=2360 512 1848 289 223 225 110 165 1738 1156 612 544 159 385 582 216 114 109 396 317 234 182 466 381 253 151 128 167 164 150 116 174
is_linear=0
shrinkage=0.0032998


Tree=9295
num_leaves=20
num_cat=0
split_feature=4 13 1212 1212 42 42 48 13 155 4 13 42 1456 13 4 4 4 1213 4
split_gain=0.0970245 0.0887471 0.108876 0.198047 0.182491 0.0942781 0.0633493 0.0572972 0.0673784 0.0586607 0.0573782 0.0288496 0.0354024 0.0257125 0.0522583 0.01704 0.0167991 0.0127476 0.00788628
threshold=0.26900000000000007 -0.10099999999999999 0.041590000000000009 0.092815000000000022 0.080060000000000006 0.082410000000000025 0.10990500000000002 -0.083894999999999983 0.11854500000000001 -0.46376499999999993 -0.082404999999999992 0.087075000000000014 0.083870000000000014 -0.0046699999999999997 0.51286500000000013 -0.020389999999999995 -0.011809999999999999 -0.023164999999999995 0.42953500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 -4 -1 7 11 9 -9 -11 12 16 14 -2 -13 -3 -5 -15
right_child=13 2 3 17 -6 -7 -8 8 -10 10 -12 15 -14 18 -16 -17 -18 -19 -20
leaf_value=0.0040197508572899126 0.0037876254928421301 0.0008696138401706829 0.0010608397868163012 0.0059304213971313625 -0.012158609811088671 0.012621103323587502 0.008072703874855815 -0.0023898284231705018 0.0080573356821597615 -0.0026401933847318964 0.0029692509235188748 0.0093674542507058579 0.0078408136920408138 -0.0035629995947633972 -0.0021747176898800351 0.0051778207764371226 0.0042242342717083905 0.0025513657954285419 -0.0006623694545493141
leaf_weight=101 98 72 61 63 57 57 81 68 63 54 1041 59 54 52 72 57 108 69 58
leaf_count=101 98 72 61 63 57 57 81 68 63 54 1041 59 54 52 72 57 108 69 58
internal_value=0 0.00329315 0.00297397 -0.000293116 -0.0053096 0.00713414 0.00346798 0.00323018 0.00268493 0.00239236 0.00269098 0.00513496 0.00404199 -3.88657e-05 0.00125183 0.00732424 0.00289237 0.00417771 -0.00204991
internal_weight=0 2065 1907 250 118 158 1657 1576 1226 1163 1095 350 234 280 170 116 180 132 110
internal_count=2345 2065 1907 250 118 158 1657 1576 1226 1163 1095 350 234 280 170 116 180 132 110
is_linear=0
shrinkage=0.16829


Tree=9296
num_leaves=23
num_cat=0
split_feature=4 39 2 13 150 4 2 13 4 12 2 2 15 159 12 13 4 2 1212 15 2 15
split_gain=8.73202 2.78572 1.57485 0.972443 0.453173 0.313215 0.227596 0.313491 0.291955 0.264622 0.223877 0.17432 0.162984 0.149978 0.12516 0.11244 0.0938098 0.0817274 0.0736018 0.0635843 0.0618283 0.0484086
threshold=0.30163500000000004 0.081875000000000017 0.11197500000000002 -0.14545999999999995 0.083435000000000023 0.51286500000000013 0.088820000000000024 -0.097199999999999995 -0.15805499999999997 0.083785000000000012 0.099675000000000014 0.13106000000000004 -0.42443999999999993 0.088800000000000004 0.092495000000000008 -0.083894999999999983 -0.0070549999999999996 0.11982500000000001 0.041590000000000009 0.081915000000000016 0.10444500000000002 0.088060000000000013
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 2 6 -4 10 12 7 -1 20 -10 -3 16 -2 14 18 -11 -5 -14 -9 -16 -8 -17
right_child=5 4 3 11 -6 -7 8 13 9 15 -12 -13 17 -15 19 21 -18 -19 -20 -21 -22 -23
leaf_value=0.0012146776213480023 0.00045554643097655179 0.00074566650833521341 0.00025035771142291764 0.00092727021775411401 0.00025142098820855755 6.4646780828800385e-05 0.00096479757089170943 0.0010041586568902826 0.0006829173679524553 0.00098607826670581264 0.00044671683729922501 0.00060709368274639106 0.00032047429650548771 0.00081597806041856064 0.00081023496820057978 0.00082387907599099878 0.00073491196020719597 0.00013552919021224126 0.00091710199075792007 0.00094082815093550064 0.0011238638114898028 0.00090663921167238729
leaf_weight=54 53 56 53 61 66 94 65 569 84 101 55 55 54 82 75 208 56 52 144 108 54 146
leaf_count=54 53 56 53 61 66 94 65 569 84 101 55 55 54 82 75 208 56 52 144 108 54 146
internal_value=0 0.000865362 0.00090199 0.000642148 0.000468876 0.000216125 0.000936563 0.000967524 0.000887951 0.000854918 0.000597856 0.00076267 0.000305456 0.000953842 0.000966419 0.000886595 0.000835502 0.000230079 0.000986626 0.000887499 0.00103727 0.000858111
internal_weight=0 2092 1915 225 177 253 1690 1032 658 539 111 172 159 978 896 455 117 106 713 183 119 354
internal_count=2345 2092 1915 225 177 253 1690 1032 658 539 111 172 159 978 896 455 117 106 713 183 119 354
is_linear=0
shrinkage=0.0032998


Tree=9297
num_leaves=22
num_cat=0
split_feature=12 12 16 13 150 0 0 3 159 0 0 13 160 1456 13 12 3 475 12 12 16
split_gain=1.20083 0.47174 0.334706 0.239542 0.231428 0.173336 0.224236 0.165697 0.160724 0.116947 0.205084 0.0843147 0.0811981 0.0721866 0.0716769 0.0782433 0.0698266 0.0433379 0.0310215 0.0274782 0.0159614
threshold=0.054520000000000006 0.10321000000000001 -0.15043499999999996 -0.0042049999999999995 0.091355000000000006 0.11535000000000002 -0.061994999999999995 -0.024114999999999994 0.10493500000000001 -0.095869999999999983 -0.14032999999999998 -0.075679999999999983 -0.0031399999999999996 -0.11085999999999999 0.0019650000000000002 0.083325000000000024 0.097710000000000005 -0.082549999999999998 0.09302500000000001 0.11408000000000001 -0.0043999999999999994
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 5 -3 8 7 6 13 -5 9 10 -1 -11 -4 -2 15 -15 20 -17 -16 -14 -9
right_child=1 2 12 4 -6 -7 -8 16 -10 11 -12 -13 19 14 18 17 -18 -19 -20 -21 -22
leaf_value=0.0002215817156793957 0.00039331218290713485 0.00012188265883111943 0.00030180270651888739 0.00026072905692199909 0.00018629084825444613 0.00068582914509842958 0.00031665105055110441 0.00047858243136261763 8.0195059961426165e-05 0.00028367251891159929 0.00049481825032178745 0.00011446050355400677 0.00049150333983155419 0.0006466896278529093 0.00039864210922630665 0.00057897177948406384 0.00039440136300280984 0.00050960697018823098 0.0005053444503170326 0.00040368665034718973 0.0005650463979839296
leaf_weight=61 58 53 55 57 57 58 70 60 52 80 60 55 90 56 81 119 92 942 54 82 53
leaf_count=61 58 53 55 57 57 58 70 60 52 80 60 55 90 56 81 119 92 942 54 82 53
internal_value=0 0.000483283 0.000358937 0.000314369 0.000377957 0.000507471 0.000499949 0.000419521 0.000248395 0.000282423 0.000357362 0.000214995 0.000414129 0.000509717 0.000515081 0.000523932 0.000463501 0.00051742 0.000441584 0.000449842 0.000519448
internal_weight=0 1718 280 627 319 1438 1380 262 308 256 121 135 227 1310 1252 1117 205 1061 135 172 113
internal_count=2345 1718 280 627 319 1438 1380 262 308 256 121 135 227 1310 1252 1117 205 1061 135 172 113
is_linear=0
shrinkage=0.0032998


Tree=9298
num_leaves=13
num_cat=0
split_feature=1 147 43 0 41 1454 0 2 403 0 0 16
split_gain=0.0861527 0.0723282 0.0989443 0.219241 0.135751 0.0782961 0.0634391 0.060253 0.0580838 0.0474512 0.103317 0.0445908
threshold=0.14641500000000005 0.089365000000000014 -0.11278499999999998 -0.060199999999999997 0.07677500000000001 0.080340000000000009 -0.099059999999999995 -0.047824999999999993 -0.029954999999999996 -0.23070499999999997 -0.11208499999999998 -0.019164999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 -1 -4 -8 -9 -11 -7
right_child=-2 -3 4 -5 -6 11 8 9 -10 10 -12 -13
leaf_value=-0.0016347596500889791 -0.0025154828794668846 -0.001448606822710486 -0.0012781172679630726 -0.0088371155340889358 0.011081777021316706 -0.0040808223586923003 0.0009119915466442634 0.0091494859111498177 0.0078057458344240951 0.00041653136990538512 0.0045805650931198079 0.0028163623351707538
leaf_weight=56 69 80 57 55 76 53 59 55 86 192 1454 53
leaf_count=56 69 80 57 55 76 53 59 55 86 192 1454 53
internal_value=0 0.00350576 0.00368706 0.000569208 0.00409757 0.00381184 0.00315202 0.0040798 0.00501309 0.00426039 0.00409594 -0.000615281
internal_weight=0 2276 2196 256 1940 1864 201 1758 145 1701 1646 106
internal_count=2345 2276 2196 256 1940 1864 201 1758 145 1701 1646 106
is_linear=0
shrinkage=0.16829


Tree=9299
num_leaves=28
num_cat=0
split_feature=1 4 52 52 4 1 1 4 4 42 52 16 1 16 151 51 133 1 1213 42 42 16 51 4 133 133 4
split_gain=7.18622 1.31425 0.475045 0.55837 0.327665 0.280048 0.167869 0.264844 0.22061 0.205526 0.180587 0.171078 0.162309 0.178648 0.157451 0.113 0.0959227 0.0850812 0.0830966 0.0794674 0.108422 0.0767929 0.0673757 0.0661147 0.0619341 0.040266 0.00454816
threshold=0.10491000000000002 0.27044500000000005 -0.40809499999999993 -0.021164999999999996 0.0053900000000000016 0.14566000000000004 0.091275000000000009 -0.16270999999999997 -0.15805499999999997 0.087005000000000013 0.087035000000000015 0.0073350000000000004 0.086050000000000015 -0.5020199999999998 -0.033849999999999991 0.081440000000000026 0.083700000000000011 0.12958500000000003 -0.086554999999999979 0.085315000000000016 0.090115000000000015 -0.080894999999999981 0.092600000000000016 -0.0063999999999999986 0.087380000000000013 -0.016679999999999997 0.45363500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 14 6 17 7 -1 -8 -10 11 15 13 -6 -4 23 -13 26 -12 21 -21 -20 -17 -9 25 -15 -3
right_child=1 5 3 -5 12 -7 8 10 9 -11 18 16 -14 24 -16 22 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00078328828459173726 0.00090770540871764672 0.000375685807657165 0.00028411203446211545 0.00074830533766684782 0.0010288671435660444 7.3349148385901662e-05 0.0010349037816792487 0.0010158719793404408 0.00064758765081494103 0.00088508022513619582 0.00077956936495487896 0.00078798019409446389 0.00068721620493954476 0.00079708123207171595 0.00052240449718784934 0.00082635791232768725 0.00096317511016549232 0.00025591318339406494 0.00092955744442177446 0.001095926325124241 0.000913540285263348 0.00078313851656525927 0.00099907302171588696 0.001119762457630495 0.00074260907980199366 0.00093123534644179169 0.00042852987102484787
leaf_weight=103 52 53 59 93 54 53 52 444 70 97 56 65 83 55 64 54 81 71 102 56 114 71 53 88 87 56 59
leaf_count=103 52 53 59 93 54 53 52 444 70 97 56 65 83 55 64 54 81 71 102 56 114 71 53 88 87 56 59
internal_value=0 0.000465254 0.00062349 0.000554904 0.000910117 0.000285414 0.000931047 0.00094565 0.000845066 0.000785743 0.000959745 0.000989264 0.000815923 0.000858175 0.000408388 0.00101294 0.000885419 0.000346639 0.000901579 0.000921396 0.000973828 0.00086967 0.000912238 0.00103312 0.000811445 0.00086508 0.000403838
internal_weight=0 504 268 216 1841 236 1506 1287 219 167 1184 785 335 252 123 639 146 183 399 343 170 173 107 532 198 111 112
internal_count=2345 504 268 216 1841 236 1506 1287 219 167 1184 785 335 252 123 639 146 183 399 343 170 173 107 532 198 111 112
is_linear=0
shrinkage=0.0032998


Tree=9300
num_leaves=19
num_cat=0
split_feature=3 2 133 156 3 15 3 1429 30 4 15 4 15 133 2 42 15 4
split_gain=0.221123 0.0941437 0.0825828 0.066536 0.0652713 0.0961527 0.0736381 0.0620357 0.0594968 0.0821124 0.105207 0.0684675 0.0894218 0.125108 0.0539831 0.0483431 0.0375275 0.0321709
threshold=0.31343500000000007 0.10613000000000002 -0.059434999999999995 0.0010500000000000004 -0.049204999999999992 -0.04174499999999999 0.045635000000000002 0.087545000000000012 0.085185000000000025 -0.097514999999999977 0.03981500000000001 -0.081929999999999989 0.084785000000000013 -0.015824999999999995 0.095620000000000011 0.091315000000000021 -0.040804999999999994 0.053010000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 15 6 -6 8 9 10 -1 12 -11 -14 16 -4 -13 -16
right_child=-2 2 3 -5 5 -7 -8 -9 -10 11 -12 14 13 -15 17 -17 -18 -19
leaf_value=0.005295315665092868 -0.0044720459835135016 -0.0031648449288567268 0.002025668323663854 0.00777285508068394 -0.0012406425273947216 -0.0053332749211986736 0.0071907185793024016 -0.00045904012909435079 -0.00044675046751223313 0.0067753677807583434 0.013924280743065667 0.0046678028824578702 -0.005354724986028972 0.0034517437871345474 0.000738407008044756 0.0080321337926959595 0.0067493127851314715 0.0057289169020400899
leaf_weight=102 85 70 90 71 61 64 56 60 54 96 67 447 68 139 105 67 568 57
leaf_count=102 85 70 90 71 61 64 56 60 54 96 67 447 68 139 105 67 568 57
internal_value=0 0.00426277 0.00216382 0.00308021 0.00208916 -7.91632e-05 0.00277953 0.00483203 0.0050195 0.0051996 0.0087269 0.0047956 0.0025284 0.000550118 0.00537773 0.00460038 0.0058344 0.00250542
internal_weight=0 2242 479 409 338 181 117 1763 1703 1649 169 1480 303 207 1177 157 1015 162
internal_count=2327 2242 479 409 338 181 117 1763 1703 1649 169 1480 303 207 1177 157 1015 162
is_linear=0
shrinkage=0.16829


Tree=9301
num_leaves=12
num_cat=0
split_feature=10 48 0 48 48 11 1453 16 0 0 39
split_gain=0.0956255 0.0808741 0.0652132 0.0578638 0.129979 0.0612033 0.08166 0.0672879 0.055661 0.078598 0.045853
threshold=-1.0000000180025095e-35 0.13252500000000003 -0.067969999999999989 -0.088899999999999993 -0.032929999999999994 1.0000000180025095e-35 -0.077764999999999987 0.25032500000000008 -0.14032999999999998 -0.22984499999999997 0.095450000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 -6 -7 9 -8 -10
right_child=1 -3 -4 4 5 7 8 -9 10 -11 -12
leaf_value=0.002541390997215706 0.0092039558301339249 -0.0027137587322705954 -0.005497220426978605 -0.0029638253119937314 0.0095337910490138709 0.010483363353988414 0.0054594480894897069 0.0030922256849717947 0.0034625255985088472 -0.0022623071629599492 0.007948042232889977
leaf_weight=57 53 57 57 83 63 79 57 64 1581 108 68
leaf_count=57 53 57 57 83 63 79 57 64 1581 108 68
internal_value=0 0.003525 -0.00146216 0.00369077 0.00355097 0.00381955 0.00356196 0.00718801 0.00335357 0.00039432 0.00364858
internal_weight=0 2213 114 2156 2103 2020 1877 143 1814 165 1649
internal_count=2327 2213 114 2156 2103 2020 1877 143 1814 165 1649
is_linear=0
shrinkage=0.16829


Tree=9302
num_leaves=26
num_cat=0
split_feature=1 52 13 52 0 2 14 147 39 0 52 52 0 51 15 52 13 156 16 16 16 2 52 2 2
split_gain=3.12301 0.699281 0.420889 0.288202 0.276593 0.24061 0.160174 0.13563 0.115809 0.229442 0.134175 0.0961124 0.124755 0.0871416 0.0743191 0.111355 0.0823155 0.0733675 0.134982 0.0576653 0.0429898 0.0388319 0.0325344 0.0248468 0.0284183
threshold=0.10335000000000001 -0.41304999999999997 -0.10278499999999999 0.12492500000000002 -0.11169999999999998 0.097145000000000023 0.062655000000000016 0.085765000000000022 0.087880000000000014 -0.14582499999999995 -0.050359999999999995 -0.046924999999999988 -0.075969999999999996 0.11144500000000002 0.091230000000000019 0.10539000000000001 -0.067634999999999987 0.083125000000000018 -0.067534999999999998 0.42146500000000003 -0.066704999999999987 0.106285 0.0043000000000000009 0.08647500000000001 0.090050000000000005
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 4 8 -3 6 7 11 9 -4 -11 12 23 14 15 -13 -16 18 22 21 -10 -20 -7 -1 -25
right_child=1 2 3 -5 -6 17 -8 -9 20 10 -12 13 -14 -15 16 -17 -18 -19 19 -21 -22 -23 -24 24 -26
leaf_value=0.00073682310548439569 0.00072834759414503456 0.00033501661398054435 0.00026116078949945033 0.00063615707006204041 1.8537339532730465e-05 0.00061844575622451695 0.00088594173511887171 0.00053677621859088626 0.00022082763161071099 0.00038170034773513209 0.00060194133064593645 0.00073693943533251584 0.00051075652642296068 0.00059196354569583361 0.00073208636300908932 0.0008810243042898842 0.00059085128998285369 0.00072749560408477579 0.00056037173505139469 0.00063165959800962068 0.00035535932926827115 0.00044853298188803021 0.00072929289152771568 0.00061352718045601081 0.00072029122753273155
leaf_weight=89 64 67 62 56 55 55 57 52 53 54 72 675 54 52 118 67 79 63 86 69 55 64 81 74 54
leaf_count=89 64 67 62 56 55 55 57 52 53 54 72 675 54 52 118 67 79 63 86 69 55 64 81 74 54
internal_value=0 0.00040405 0.000360188 0.000418162 0.00019263 0.000690967 0.000712273 0.000704713 0.000376801 0.00042667 0.000507832 0.000711605 0.000655205 0.000726992 0.000734432 0.000749997 0.000675628 0.000621001 0.000602002 0.000550471 0.000289665 0.000512889 0.000684724 0.000690988 0.000658844
internal_weight=0 538 474 352 122 1789 1371 1314 296 188 126 1262 271 991 939 742 197 418 355 219 108 150 136 217 128
internal_count=2327 538 474 352 122 1789 1371 1314 296 188 126 1262 271 991 939 742 197 418 355 219 108 150 136 217 128
is_linear=0
shrinkage=0.0032998


Tree=9303
num_leaves=23
num_cat=0
split_feature=15 3 3 150 49 0 48 15 16 12 3 16 0 49 0 13 12 131 132 0 51 15
split_gain=2.97838 1.62787 0.671331 0.353903 0.271808 0.251209 0.240159 0.165114 0.192012 0.158872 0.151331 0.130835 0.130773 0.10602 0.0823064 0.0944989 0.145683 0.0786053 0.0713678 0.0385403 0.037391 0.0300427
threshold=-0.2987999999999999 -0.065259999999999999 0.30112000000000005 0.084680000000000019 0.13022500000000004 -0.071844999999999978 0.093440000000000009 0.03981500000000001 0.38845000000000002 -0.042789999999999988 -0.0098449999999999979 -1.0000000180025095e-35 -0.14216999999999999 -0.076109999999999997 -0.10075499999999998 -0.0073499999999999998 0.083785000000000012 0.091015000000000013 -1.0000000180025095e-35 -0.079954999999999984 -0.26649999999999996 0.085095000000000018
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=9 5 3 4 6 12 10 8 -7 -1 19 -12 -2 -5 -14 16 -16 -18 -17 -3 -10 -20
right_child=1 2 -4 13 -6 7 -8 -9 20 -11 11 -13 14 -15 15 18 17 -19 21 -21 -22 -23
leaf_value=0.00012358506234098809 0.0009049516392501993 0.00051910365078084353 0.00020671578630844365 0.00049823244328368996 0.00038572668325479028 0.00047639311056191897 0.00043815725383390311 0.00077025808636464244 0.00060083846887814965 0.00032712592071895756 0.00065664505280803873 0.00084074601025927928 0.0006416716520036077 0.00029073198113855204 0.00091958837592697883 0.00078403556050946684 0.00074376718357962415 0.00084917842248836712 0.00061524731460146735 0.00064070860677820616 0.00071735044730475417 0.00070356155924258736
leaf_weight=89 60 52 64 57 52 87 54 88 53 80 93 82 84 53 67 77 681 93 92 78 91 100
leaf_count=89 60 52 64 57 52 87 54 88 53 80 93 82 84 53 67 77 681 93 92 78 91 100
internal_value=0 0.000675352 0.000526523 0.00056574 0.000610395 0.000730679 0.000642839 0.000647204 0.000600173 0.000220144 0.000678962 0.000743111 0.000751886 0.000398575 0.000744165 0.000751889 0.000769515 0.000756478 0.000696655 0.000592338 0.000674712 0.000661428
internal_weight=0 2158 585 521 411 1573 359 319 231 169 305 175 1254 110 1194 1110 841 774 269 130 144 192
internal_count=2327 2158 585 521 411 1573 359 319 231 169 305 175 1254 110 1194 1110 841 774 269 130 144 192
is_linear=0
shrinkage=0.0032998


Tree=9304
num_leaves=13
num_cat=0
split_feature=3 48 15 15 15 48 1446 447 43 43 0 0
split_gain=0.160318 0.0647801 0.0451541 0.0687359 0.0674154 0.0627037 0.0822139 0.0546804 0.0551843 0.0359068 0.0247203 0.0240719
threshold=0.31343500000000007 0.13438000000000003 -0.40312499999999996 -0.13662499999999997 -0.4680149999999999 0.088580000000000006 0.096495000000000011 0.08870500000000002 -0.08231999999999999 -0.080094999999999986 -0.097074999999999981 -0.088774999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 6 7 8 -5 -7 -4 -11
right_child=-2 -3 3 5 -6 9 -8 -9 -10 11 -12 -13
leaf_value=0.0048457005365901877 -0.0034967272531996603 -0.0017430697014307387 0.0099494843249016349 0.0027240130705711613 -0.0029639484583146758 -0.002059148664583621 0.010613474296155275 -0.00070734213153872828 0.0049062334097186742 0.00036278121078477441 0.0054270605036824716 0.0054741488782671334
leaf_weight=63 85 55 76 464 62 68 57 64 1160 54 67 52
leaf_count=63 85 55 76 464 62 68 57 64 1160 54 67 52
internal_value=0 0.00393841 0.00408211 0.00427064 0.000957742 0.00400349 0.00430755 0.00409354 0.00428385 0.000943815 0.00784315 0.00288719
internal_weight=0 2242 2187 2062 125 1919 1745 1688 1624 174 143 106
internal_count=2327 2242 2187 2062 125 1919 1745 1688 1624 174 143 106
is_linear=0
shrinkage=0.16829


Tree=9305
num_leaves=23
num_cat=0
split_feature=1 4 12 2 2 52 12 52 4 4 15 4 4 12 43 1 13 4 42 13 2 12
split_gain=3.80465 0.701562 0.643972 0.55495 0.580824 0.305308 0.27826 0.223103 0.161412 0.1577 0.133391 0.131973 0.0987911 0.0878513 0.104034 0.107822 0.0806683 0.0526041 0.0341652 0.0571266 0.0297872 0.0192624
threshold=0.104035 -0.03463999999999999 0.054520000000000006 0.10472500000000001 -1.0000000180025095e-35 0.074235000000000009 0.11844 -0.092059999999999989 0.06301000000000001 -0.096364999999999992 0.03981500000000001 0.0063250000000000008 0.51136500000000018 0.09334000000000002 0.043850000000000007 0.08956500000000002 -0.091984999999999983 -0.0097949999999999982 -0.090084999999999985 -0.065269999999999981 0.13538500000000001 0.099225000000000022
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 -2 5 4 -3 7 9 -1 -5 10 -4 -9 20 14 15 16 -11 18 -15 -20 -10 -19
right_child=1 3 6 8 -6 -7 -8 11 12 13 -12 -13 -14 17 -16 -17 -18 21 19 -21 -22 -23
leaf_value=0.00090149080499103674 0.00088438690178831614 0.0005077320531782256 0.00099446419029715263 0.00032487422150930044 0.00090474082563702491 0.0010340031706458409 0.0007487175168197699 0.00075760873977854376 0.00062103589662528978 0.0010942360648428734 0.0012218896108119369 0.00056062197524583024 0.00040470973219107568 0.0010381391666516298 0.00088645722879269822 0.0011168821497261566 0.00097744538999257921 0.00081777981651800613 0.00099270871725316997 0.00087768921963658037 0.00051079678999948466 0.00091223054018941087
leaf_weight=76 91 78 64 67 84 52 59 100 66 77 55 62 60 52 102 84 714 57 104 104 55 65
leaf_count=76 91 78 64 67 84 52 59 100 66 77 55 62 60 52 102 84 714 57 104 104 55 65
internal_value=0 0.000621603 0.000946445 0.000563192 0.000713806 0.000803126 0.000973464 0.000752534 0.000464665 0.000982411 0.00109987 0.000682436 0.000516217 0.0009721 0.000989247 0.00100119 0.000988859 0.000928152 0.000956058 0.000935368 0.000571218 0.000868391
internal_weight=0 501 1827 410 162 290 1537 238 248 1478 119 162 181 1359 977 875 791 382 260 208 121 122
internal_count=2328 501 1827 410 162 290 1537 238 248 1478 119 162 181 1359 977 875 791 382 260 208 121 122
is_linear=0
shrinkage=0.0032998


Tree=9306
num_leaves=19
num_cat=0
split_feature=4 3 150 43 3 0 39 43 43 133 15 4 3 4 16 15 4 15
split_gain=3.97997 1.73387 0.73198 0.369942 0.340621 0.192286 0.173707 0.146108 0.125501 0.114501 0.111959 0.108663 0.156404 0.1005 0.0503274 0.0418486 0.0325033 0.0109982
threshold=0.30163500000000004 -0.06340999999999998 0.091355000000000006 -0.035884999999999993 0.10323000000000002 -0.14216999999999999 0.087880000000000014 0.043850000000000007 -0.15786499999999998 0.087415000000000007 0.08568000000000002 -0.47860499999999995 -0.10077999999999999 0.0051600000000000005 -1.0000000180025095e-35 -0.097984999999999989 0.45363500000000007 0.094620000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 14 -1 16 8 -7 -3 -9 -10 -13 -14 15 -5 -2 -12
right_child=6 2 -4 4 -6 7 -8 10 11 -11 17 12 13 -15 -16 -17 -18 -19
leaf_value=0.0012276215613028461 0.00053915553205739265 0.00079829920185844536 0.00050025946233466585 0.0010472979623820527 0.00076603863530560134 0.00092002652952576536 0.00040297841356933336 0.00085443823236926002 0.0011947341140510017 0.00060220113033399383 0.0010510575117178345 0.00086548176305116346 0.0010650548646978007 0.00097493755420672201 0.0010883858434331698 0.00091803321728777345 0.00063753110955467218 0.0009725505655452701
leaf_weight=56 73 90 71 52 94 92 77 90 57 54 61 54 936 170 66 79 93 63
leaf_count=56 73 90 71 52 94 92 77 90 57 54 61 54 936 170 66 79 93 63
internal_value=0 0.000980517 0.000812096 0.000862913 0.000931034 0.00103447 0.000533945 0.00102734 0.00104068 0.000725007 0.000945585 0.00104977 0.00104262 0.00105124 0.00100958 0.000969613 0.000594482 0.00101146
internal_weight=0 2085 506 435 291 1579 243 1523 1309 144 214 1217 1160 1106 197 131 166 124
internal_count=2328 2085 506 435 291 1579 243 1523 1309 144 214 1217 1160 1106 197 131 166 124
is_linear=0
shrinkage=0.0032998


Tree=9307
num_leaves=25
num_cat=0
split_feature=12 2 13 15 49 156 15 52 15 2 12 15 52 42 12 13 1456 16 52 132 49 15 13 2
split_gain=4.40897 1.55491 0.793017 0.333481 0.398291 0.302979 0.247588 0.221341 0.253841 0.175909 0.135838 0.112071 0.110639 0.101077 0.0899687 0.0862035 0.0831162 0.109655 0.138718 0.0897112 0.080525 0.037789 0.0327345 0.0260769
threshold=0.077755000000000005 0.13290500000000002 -0.00038499999999999998 -0.40312499999999996 -0.0087399999999999995 0.091335000000000013 -0.035449999999999988 0.047850000000000011 -1.0000000180025095e-35 0.10272000000000002 0.092150000000000024 -0.097499999999999989 -0.071919999999999984 -0.038454999999999996 0.099815000000000015 0.058475000000000006 -0.062944999999999987 0.081265000000000018 -0.037619999999999994 -0.014954999999999998 0.085870000000000016 -0.075694999999999985 -0.086124999999999993 0.086535000000000015
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 6 3 -1 -5 7 10 8 11 -6 20 -4 21 -14 16 -16 -8 18 -18 -20 23 -12 -22 -2
right_child=1 -3 5 4 9 -7 14 -9 -10 -11 12 -13 13 -15 15 -17 17 -19 19 -21 22 -23 -24 -25
leaf_value=0.00037167554914329244 0.00098695135223305069 0.0004643084185005037 0.00072453127081228291 0.00045568764344870109 0.0008853219461128749 0.00100484530361354 0.00092431559664836742 0.00091175273706216211 0.00086614320724606709 0.00062522728816321249 0.0010427875278907711 0.00053036454854749526 0.00093845778392913891 0.0007702645351364176 0.00087873362069665903 0.0010569170858526207 0.00088730778863005681 0.0011641107241197809 0.0011505965450885993 0.0010377036145554953 0.0011281770924200431 0.00091475969677358058 0.0010130170325536542 0.00089025152073052445
leaf_weight=92 82 61 53 100 52 53 64 57 56 66 54 91 69 101 81 52 63 91 95 625 53 64 84 69
leaf_count=92 82 61 53 100 52 53 64 57 56 66 54 91 69 101 81 52 63 91 95 625 53 64 84 69
internal_value=0 0.000982728 0.000657646 0.000539259 0.000609821 0.000775919 0.00100191 0.000728572 0.000676189 0.000740144 0.000946 0.000602073 0.000894136 0.000838738 0.00103194 0.000948664 0.00104371 0.00105242 0.00103939 0.00105265 0.000997743 0.000973647 0.00105783 0.000942997
internal_weight=0 1708 620 310 218 310 1647 257 200 118 576 144 288 170 1071 133 938 874 783 720 288 118 137 151
internal_count=2328 1708 620 310 218 310 1647 257 200 118 576 144 288 170 1071 133 938 874 783 720 288 118 137 151
is_linear=0
shrinkage=0.0032998


Tree=9308
num_leaves=23
num_cat=0
split_feature=1 4 133 3 457 123 1211 52 42 4 3 4 52 1213 156 14 3 3 0 52 0 52
split_gain=0.113379 0.0901369 0.0831729 0.0943112 0.068932 0.0707832 0.0518909 0.0523008 0.0707087 0.0471568 0.0439778 0.0756177 0.0431266 0.0396635 0.0364994 0.0354413 0.0683841 0.0322067 0.0238803 0.0161155 0.00919944 0.0102761
threshold=0.14720000000000003 -0.00045499999999999995 -0.032969999999999992 -0.092019999999999977 0.092360000000000012 0.080635000000000012 0.083115000000000008 0.086965000000000015 0.095355000000000009 -0.071794999999999984 -0.15197999999999998 -0.16270999999999997 -0.14765999999999999 -0.063054999999999986 0.087515000000000009 -1.0000000180025095e-35 -0.11756999999999999 0.092330000000000009 -0.088484999999999994 0.40674500000000008 -0.080584999999999976 0.086285000000000014
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 2 3 -1 5 12 7 10 9 13 -4 -12 -3 -9 -13 -14 -17 -18 -5 -11 21 -20
right_child=-2 4 6 18 -6 -7 -8 8 -10 19 11 14 15 -15 -16 16 17 -19 20 -21 -22 -23
leaf_value=-0.0025161306334373088 0.012875441450651564 0.0086184517570680394 0.008933947080810932 0.0016309991178170041 -0.0023141625240350079 -9.1016569881889356e-05 0.011104231568310471 0.0073817942837132947 0.0036536929788115223 0.0086752984221196844 0 0.0050006037536531349 0.0082423694771364235 0.013204176894333843 0.008319446744662614 -0.0013895729156488484 0.0052420666815918785 0.0011450303160237105 0.0079805271638814009 0.0045519390030799092 0.0040640179972383263 0.0048905356820470695
leaf_weight=61 55 72 93 54 52 100 66 52 84 57 76 525 55 101 117 64 317 67 69 56 72 63
leaf_count=61 55 72 93 54 52 100 66 52 84 57 76 525 55 101 117 64 317 67 69 56 72 63
internal_value=0 0.00511978 0.00584833 0.00341553 0.00356801 0.00402381 0.00647935 0.00621489 0.00794564 0.00929423 0.00546575 0.00501402 0.00474256 0.0112371 0.00560824 0.00418419 0.00368196 0.0045319 0.00482493 0.00664776 0.00566158 0.00651937
internal_weight=0 2273 1546 319 727 675 1227 1161 350 266 811 718 575 153 642 503 448 384 258 113 204 132
internal_count=2328 2273 1546 319 727 675 1227 1161 350 266 811 718 575 153 642 503 448 384 258 113 204 132
is_linear=0
shrinkage=0.16829


Tree=9309
num_leaves=28
num_cat=0
split_feature=12 2 13 2 13 15 15 11 11 13 13 11 2 15 1446 12 12 0 1212 2 15 15 52 2 47 52 0
split_gain=5.4458 1.76251 1.7504 0.645672 0.549686 0.553368 0.32509 0.591005 0.47911 0.301159 0.24556 0.226358 0.15212 0.136695 0.121378 0.0806339 0.0754784 0.0724065 0.0616955 0.0422245 0.0353584 0.0307025 0.0379333 0.0251037 0.0207887 0.013441 0.00936437
threshold=0.077755000000000005 0.13290500000000002 -0.00038499999999999998 0.11093500000000002 -0.33260499999999998 -0.40312499999999996 -0.025694999999999999 1.0000000180025095e-35 0.085630000000000026 -0.011834999999999998 0.0019650000000000002 0.076160000000000019 0.089830000000000007 -0.030229999999999996 0.08393500000000001 0.084055000000000005 0.092150000000000024 -0.08150499999999998 0.030370000000000005 0.10045500000000002 -0.096114999999999992 -0.063199999999999992 -0.15201999999999996 0.085885000000000017 0.085270000000000026 -0.085924999999999987 -0.076969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 10 -1 -6 11 12 -9 -7 13 16 14 -4 15 -8 20 -14 -17 26 -2 22 -18 -22 -24 -25 -19
right_child=1 -3 3 -5 5 9 7 8 -10 -11 -12 -13 17 -15 -16 18 21 19 -20 -21 23 -23 24 25 -26 -27 -28
leaf_value=0.00032028369818688454 0.0011526741187685102 0.00052161509767222698 0.00095050632422816303 0.00066008798799410207 0.00036996559477356616 0.00084221564069286497 0.0012531347301521813 0.0015865605749442013 0.0011520782420769348 0.00053400450850787473 0.00079054023624617318 0.00082932760757418263 0.00091319362102086155 0.0011470656744912179 0.00098896603307171093 0.0011479528462742892 0.0011113447020388259 0.0010568572873185652 0.0010629446905904608 0.00098429462085902883 0.0011253289542831433 0.00093425153191161879 0.00096411350343825425 0.00099077680778477274 0.0010570421772152067 0.0010707707302752966 0.0011357002466429317
leaf_weight=91 85 61 78 95 65 100 68 53 60 54 53 56 52 84 67 431 54 54 137 62 65 56 89 60 56 80 62
leaf_count=91 85 61 78 95 65 100 68 53 60 54 53 56 52 84 67 431 54 54 137 62 65 56 89 60 56 80 62
internal_value=0 0.00107352 0.000712255 0.00088776 0.000536636 0.000626375 0.00109394 0.00112944 0.00135617 0.00073437 0.000988196 0.00103209 0.00110194 0.00105264 0.00112656 0.001141 0.00105286 0.00102653 0.00112751 0.00105944 0.00109082 0.00100956 0.00103057 0.001065 0.00100025 0.00103674 0.0010993
internal_weight=0 1708 620 310 310 219 1647 1046 113 154 215 601 933 162 703 636 545 230 568 178 290 255 199 205 145 140 116
internal_count=2328 1708 620 310 310 219 1647 1046 113 154 215 601 933 162 703 636 545 230 568 178 290 255 199 205 145 140 116
is_linear=0
shrinkage=0.0032998


Tree=9310
num_leaves=28
num_cat=0
split_feature=1 12 2 12 1 12 43 4 15 4 15 12 1 43 15 43 4 43 1 16 159 2 13 1 50 0 12
split_gain=3.50244 0.537016 0.435529 0.565761 0.418318 0.200269 0.169784 0.159005 0.144481 0.126649 0.112626 0.104612 0.0887812 0.0885871 0.0883195 0.092114 0.110253 0.0719833 0.0667112 0.0611339 0.0628044 0.0662096 0.050755 0.0207762 0.0186025 0.0156123 0.0130318
threshold=0.109225 0.054520000000000006 0.13880500000000004 0.085090000000000013 0.093575000000000019 0.09141500000000001 -0.078059999999999977 -0.015104999999999999 -0.091149999999999995 0.0015850000000000003 -0.036064999999999993 0.082295000000000021 0.11726500000000001 -0.14495499999999997 0.101705 -0.11278499999999998 -0.080164999999999986 -0.073404999999999984 0.14262000000000002 0.0055300000000000011 0.04105000000000001 0.09036000000000001 -0.066934999999999981 0.09036000000000001 0.089030000000000012 -0.086284999999999987 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 10 11 -2 -6 -8 14 -1 -3 -5 -13 15 -7 23 -11 -4 20 21 -15 -16 -17 -18 -19 -21
right_child=2 5 18 12 7 9 8 -9 -10 17 -12 13 -14 19 22 16 24 25 -20 26 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0011203578140324779 0.00052307193294365761 0.0012550923791372483 0.0006194521992132616 0.0010751560661373619 0.00094823236212548793 0.00097339026922066256 0.00064935442179697603 0.00071884575553397845 0.00087266906451673632 0.0010547961385485125 0.00095474803891755511 0.0012337212268559352 0.00088312171611122344 0.0011013914690384823 0.0010526034344370092 0.0011426427550835685 0.0010892992755912397 0.00094842296790909671 0.00045831244772056825 0.0010612872474219711 0.0011859523047998387 0.00099096878059859125 0.00090713761303992159 0.0012503871298070058 0.0010135682002355231 0.00085821351603406935 0.00097518566801623179
leaf_weight=90 57 52 68 52 52 74 80 98 55 53 100 53 61 564 55 54 133 55 52 53 92 74 63 53 76 60 63
leaf_count=90 57 52 68 52 52 74 80 98 55 53 100 53 61 564 55 54 133 55 52 53 92 74 63 53 76 60 63
internal_value=0 0.00104995 0.000719306 0.000785835 0.000929905 0.00107501 0.000676202 0.000798601 0.000740595 0.00103082 0.00103338 0.00110639 0.000971803 0.00109774 0.00105741 0.00108219 0.00110755 0.000950183 0.000549919 0.00108918 0.00110095 0.00108864 0.000975238 0.00119634 0.00106193 0.000901664 0.00101483
internal_weight=0 1967 425 305 340 1627 192 150 135 676 190 951 113 899 508 390 316 168 120 846 730 638 118 107 209 115 116
internal_count=2392 1967 425 305 340 1627 192 150 135 676 190 951 113 899 508 390 316 168 120 846 730 638 118 107 209 115 116
is_linear=0
shrinkage=0.0032998


Tree=9311
num_leaves=24
num_cat=0
split_feature=1 40 10 12 124 4 16 1451 51 160 2 2 12 43 1 1 2 403 133 12 159 4 1
split_gain=0.16979 0.115461 0.111751 0.120295 0.147342 0.0956689 0.102069 0.0550714 0.0724628 0.0632096 0.0727678 0.0627395 0.131158 0.163901 0.0990374 0.0849379 0.0425521 0.0325371 0.0454292 0.0294404 0.025479 0.0336444 0.0152622
threshold=0.096300000000000011 -0.084904999999999994 -0.0097449999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.033449999999999987 -0.0037949999999999993 1.0000000180025095e-35 0.11178000000000002 -0.10828499999999998 0.092735000000000026 0.089540000000000022 0.083995000000000014 -0.065804999999999989 0.082615000000000008 0.081315000000000012 0.11827500000000002 -0.52017999999999986 0.11259500000000001 0.092495000000000008 0.018290000000000004 -0.0025749999999999996 0.10726500000000001
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=7 -2 -3 4 -4 19 16 8 9 10 -1 12 13 -11 -15 20 22 -14 -19 -5 21 -13 -7
right_child=1 2 3 5 -6 6 -8 -9 -10 11 -12 15 17 14 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0080737212469347772 -0.0025295583293496815 0.012118694065452764 0.0041760537533581301 0.012081217485655315 -0.0063061319509373735 0.0018059702011086279 -0.0018960925299236137 0.0017456123386013402 0.0025709328053199238 0.0055645714231424741 0.015766197923212613 0.0071931510086520965 0.0030471346807397939 0.021256018098770906 0.010950688630061935 -1.2546256654178484e-05 0.0097231879744496073 0.006922346869827763 0.011775835996389426 0.0070539572293188612 0.0093535867564147803 0.0040966993899117675 0.0055475322989374598
leaf_weight=100 69 53 98 57 62 54 69 53 88 65 55 270 54 56 52 62 53 553 62 86 80 163 78
leaf_count=100 69 53 98 57 62 54 69 53 88 65 55 270 54 56 52 62 53 553 62 86 80 163 78
internal_value=0 0.00397852 0.00471762 0.00401016 0.000102978 0.00558032 0.00360837 0.00713055 0.0073014 0.00756506 0.0108149 0.00720831 0.00813914 0.0122836 0.0163108 0.00584212 0.00567109 0.00706472 0.00741456 0.00907039 0.0065532 0.00603166 0.0040305
internal_weight=0 679 610 557 160 397 254 1713 1660 1572 155 1417 842 173 108 575 185 669 615 143 513 433 132
internal_count=2392 679 610 557 160 397 254 1713 1660 1572 155 1417 842 173 108 575 185 669 615 143 513 433 132
is_linear=0
shrinkage=0.16829


Tree=9312
num_leaves=16
num_cat=0
split_feature=13 12 13 159 49 13 13 52 13 160 159 1212 13 12 13
split_gain=0.104542 0.0649246 0.132056 0.082481 0.0822712 0.0728687 0.153675 0.0820183 0.124011 0.0642866 0.073156 0.045039 0.0445066 0.0165554 0.0121888
threshold=0.24154 -0.011819999999999999 -0.009329999999999998 0.083310000000000009 -0.14764499999999997 -0.15310499999999996 -0.10099999999999999 0.28251000000000009 -0.0055049999999999986 -0.098904999999999979 -1.0000000180025095e-35 -0.16927999999999996 -0.39067499999999994 0.091800000000000007 -0.090139999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 -3 12 -7 9 13 10 -8 -11 -6 -9 -1
right_child=-2 4 -4 -5 5 6 7 8 -10 11 -12 -13 -14 -15 -16
leaf_value=0.0092777223490177335 -0.00062372777651079287 0.011662549900130291 -0.0028107905303920121 0.00027998795980821374 0.0045505054835847268 0.014585313753374381 0.0049335186729544045 0.0073117188394365637 -0.0045458605827635246 0.0010455327811197878 0.013272369424368189 0.0057898448859860768 -0.0021555284004973379 0.0032475549115739181 0.0060924587358754693
leaf_weight=60 84 65 79 68 59 55 54 54 55 60 69 1418 53 65 94
leaf_count=60 84 65 79 68 59 55 54 54 55 60 69 1418 53 65 94
internal_value=0 0.00540123 0.00308351 0.00518913 0.00574794 0.00554905 0.00580438 0.00553128 0.00204541 0.00590901 0.00962602 0.00559846 0.00136107 0.0051069 0.00734514
internal_weight=0 2308 301 222 2007 1942 1830 1775 174 1601 123 1478 112 119 154
internal_count=2392 2308 301 222 2007 1942 1830 1775 174 1601 123 1478 112 119 154
is_linear=0
shrinkage=0.16829


Tree=9313
num_leaves=21
num_cat=0
split_feature=1 3 12 4 1 42 3 42 3 0 2 15 1 4 15 2 12 49 4 4
split_gain=4.90181 1.16999 0.460994 0.455732 0.27183 0.259087 0.336258 0.182815 0.180825 0.153206 0.136654 0.089225 0.0899171 0.069468 0.0683619 0.0601252 0.0561716 0.0550923 0.0436048 0.0892896
threshold=0.10574000000000001 -0.049204999999999992 0.054520000000000006 0.26900000000000007 0.093575000000000019 0.098515000000000019 0.25468500000000005 0.11623000000000001 -0.082454999999999987 -0.14216999999999999 0.091005000000000016 -0.095804999999999987 0.079415000000000013 0.066275000000000014 -0.092534999999999992 0.093565000000000023 0.083370000000000014 -0.042269999999999995 -0.42305999999999994 -0.093344999999999997
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 3 4 8 11 6 10 9 -2 -4 -3 -1 -13 16 -12 -9 -11 -6 -18 -20
right_child=1 5 7 -5 17 -7 -8 15 -10 13 14 12 -14 -15 -16 -17 18 -19 19 -21
leaf_value=0.00089786353036516893 0.0009457762178285389 0.00034831034145072588 0.0010197515271224908 0.00046163970700202953 0.000487939590546283 0.00012617055792225906 0.00022547183433019595 0.00079810827310252742 0.00067419114024956585 0.00096593008032643771 0.00045164884944457921 0.00062659180249881449 0.00080310972950296767 0.0007606039834655077 0.00062043087162958366 0.00063709283479345866 0.0009431348165654795 0.0006448079823040318 0.00070857754987813711 0.00085257140333189316
leaf_weight=52 53 67 62 69 52 52 98 52 57 53 53 55 83 97 57 57 60 52 52 1159
leaf_count=52 53 67 62 69 52 52 98 52 57 53 53 55 83 97 57 57 60 52 52 1159
internal_value=0 0.0004584 0.000824344 0.000673065 0.000703583 0.000340785 0.000381239 0.000846623 0.000805366 0.00085633 0.000467284 0.000778316 0.000733014 0.000849175 0.000539429 0.000714231 0.000855638 0.000566713 0.000851011 0.000846417
internal_weight=0 506 1886 179 294 327 275 1592 110 1483 177 190 138 1421 110 109 1324 104 1271 1211
internal_count=2392 506 1886 179 294 327 275 1592 110 1483 177 190 138 1421 110 109 1324 104 1271 1211
is_linear=0
shrinkage=0.0032998


Tree=9314
num_leaves=24
num_cat=0
split_feature=1 13 456 9 12 4 13 1 151 41 131 133 13 43 131 13 4 474 4 12 4 157 50
split_gain=0.116755 0.120704 0.124436 0.0878328 0.120121 0.137597 0.116988 0.0877906 0.0504462 0.0455091 0.0451531 0.0400228 0.0877974 0.0772712 0.0373549 0.0405909 0.0354293 0.0351275 0.0738706 0.0436789 0.0295983 0.0273671 0.0226122
threshold=0.096300000000000011 0.10891000000000002 0.07672000000000001 -0.013509999999999999 -1.0000000180025095e-35 0.057265000000000003 -0.10899499999999999 0.11414000000000001 -0.11633499999999998 0.07831500000000001 1.0000000180025095e-35 0.044405000000000007 -0.083354999999999985 -0.080884999999999985 0.099260000000000015 -0.0072499999999999995 -0.0068249999999999986 0.085295000000000024 -0.16772499999999999 0.023990000000000004 -0.0021099999999999995 -1.0000000180025095e-35 0.089465000000000017
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=8 2 3 -2 5 -5 -6 16 -1 10 11 17 13 20 -12 -16 -8 18 -10 -20 -13 -14 -23
right_child=1 -3 -4 4 6 -7 7 -9 9 -11 14 12 21 -15 15 -17 -18 -19 19 -21 -22 22 -24
leaf_value=0.010016260147708025 0.010543839397505776 -0.0040225354441192967 -0.0039997360893238697 -0.0068994256371098014 -0.0011055383200986699 0.003701424499438213 0.0068190169203426222 0.011064464777991435 -0.0017411057804707334 0.0095395051468891642 0.0098535567031799269 0.0079915163582863821 0.00061818438956674478 0.01323480026350432 0.0081880405226608024 0.0020381162531139165 0.0022407444449572557 -0.00015177914048230875 0.0081618547848274284 0.0042565341548026509 0.0030664589093272704 0.0040717906279953186 0.0079228929070693614
leaf_weight=71 60 63 54 56 64 91 109 94 52 73 101 112 53 68 69 56 88 52 96 574 52 229 55
leaf_count=71 60 63 54 56 64 91 109 94 52 73 101 112 53 68 69 56 88 52 96 574 52 229 55
internal_value=0 0.00298004 0.00369913 0.00444208 0.00370921 -0.000324773 0.00538468 0.00681825 0.00559464 0.00540235 0.00520872 0.00483453 0.00591286 0.00843994 0.00742439 0.00544725 0.00478302 0.00403949 0.00434384 0.00481878 0.00644087 0.00416782 0.00482393
internal_weight=0 679 616 562 502 147 355 291 1713 1642 1569 1343 569 232 226 125 197 774 722 670 164 337 284
internal_count=2392 679 616 562 502 147 355 291 1713 1642 1569 1343 569 232 226 125 197 774 722 670 164 337 284
is_linear=0
shrinkage=0.16829


Tree=9315
num_leaves=19
num_cat=0
split_feature=30 2 39 2 3 39 457 42 49 3 49 1429 16 133 16 49 2 15
split_gain=0.0904988 0.0489322 0.102243 0.126889 0.0865273 0.0892024 0.0526943 0.0464639 0.0449523 0.108877 0.0489213 0.0492649 0.0368147 0.0530929 0.0524899 0.0354994 0.0338191 0.0295813
threshold=0.086065000000000016 0.098215000000000011 1.0000000180025095e-35 -0.011974999999999998 0.12745000000000004 0.098220000000000016 0.060310000000000009 0.11108000000000003 -0.016329999999999994 -0.14818499999999998 0.082565000000000013 0.083615000000000009 0.029300000000000003 -0.0079049999999999971 0.51148500000000008 0.08926000000000002 0.14062000000000005 -0.014614999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 12 17 -10 11 -11 13 -3 -14 -12 -6 -5
right_child=-2 4 -4 8 16 -7 -8 -9 9 10 15 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.0037348985007229787 -0.0033436401680659784 0.0012641516991644386 0.010071224211774291 0.0050257654411151494 0.003535845408543506 -0.0043791838613031851 -0.0026136632568848866 -0.0014985313804718806 -0.003601966950909283 0.0038840953810893369 0.0098508681424522224 -0.0014055903934969876 -0.0010279899770425103 0.0066785882745615064 0.0045408406479974716 0.0050182196412911486 0.0089872949990821085 0.010197484524438333
leaf_weight=61 55 78 77 85 65 64 56 61 54 988 62 52 97 155 94 152 67 52
leaf_count=61 55 78 77 85 65 64 56 61 54 988 62 52 97 155 94 152 67 52
internal_value=0 0.00354688 0.00407588 0.00376815 0.0024082 0.00155252 0.00225755 0.00282371 0.00408614 0.00377937 0.00409866 0.00361788 0.00344978 0.00487374 0.00170328 0.00642673 0.00631648 0.00700187
internal_weight=0 2320 1583 1506 737 605 541 485 1445 1308 1254 1040 424 233 191 214 132 137
internal_count=2375 2320 1583 1506 737 605 541 485 1445 1308 1254 1040 424 233 191 214 132 137
is_linear=0
shrinkage=0.16829


Tree=9316
num_leaves=16
num_cat=0
split_feature=133 14 1 11 0 49 13 42 13 13 13 0 133 13 51
split_gain=0.0551654 0.0557878 0.101392 0.122654 0.0623221 0.130914 0.0463557 0.044862 0.09323 0.0395019 0.0399994 0.0788182 0.0604713 0.0341409 0.0159942
threshold=-0.24264499999999997 -0.10708499999999999 0.13712000000000005 0.088065000000000018 -0.097074999999999981 -0.053439999999999994 -0.014449999999999999 1.0000000180025095e-35 -0.0078949999999999975 0.19806500000000002 -0.011834999999999998 -0.034179999999999995 0.024130000000000002 -0.0049299999999999995 -0.065539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 14 3 4 5 13 -1 8 -7 10 11 -6 -12 -3 -2
right_child=1 2 -4 -5 9 7 -8 -9 -10 -11 12 -13 -14 -15 -16
leaf_value=0.0083995432659820166 0.0042115132196409192 0.0027432892842828667 -0.0029445333865728007 -0.0048123410467541946 0.0034145451177828336 0.0046149113740311803 0.0021340008126617426 -0.0040539306303908045 -0.002945975918684235 0.0072178889969143319 0.003174801961583451 0.0096738747435435399 -0.00087340406992209756 0.0085294824884351549 0.0084500197585630765
leaf_weight=89 52 58 95 60 951 85 55 91 101 73 340 61 150 60 54
leaf_count=89 52 58 95 60 951 85 55 91 101 73 340 61 150 60 54
internal_value=0 0.0026094 0.00242009 0.00267203 0.00290089 0.00100429 0.00601893 -0.000989833 0.000499609 0.0033754 0.00318746 0.00379361 0.00193189 0.00570065 0.0063877
internal_weight=0 2231 2125 2030 1970 395 144 277 186 1575 1502 1012 490 118 106
internal_count=2375 2231 2125 2030 1970 395 144 277 186 1575 1502 1012 490 118 106
is_linear=0
shrinkage=0.16829


Tree=9317
num_leaves=29
num_cat=0
split_feature=1 3 2 2 0 0 50 3 12 1 12 3 402 42 49 43 12 3 42 43 42 3 1203 42 43 133 1 12
split_gain=2.20337 0.474584 0.340697 0.209814 0.163488 0.153135 0.150094 0.136705 0.163591 0.114813 0.107577 0.107082 0.0954472 0.163375 0.114388 0.0918822 0.0882486 0.203371 0.132679 0.110566 0.0667464 0.060638 0.0459343 0.0435969 0.0341461 0.0313412 0.0305019 0.0110071
threshold=0.10335000000000001 -0.036004999999999988 0.10731 0.098365000000000022 -0.055219999999999998 0.040035000000000008 0.041865000000000006 0.077930000000000013 -0.089089999999999989 0.082265000000000019 0.092495000000000008 0.31400500000000003 0.086595000000000019 0.085790000000000019 0.084775000000000017 -0.081919999999999979 0.083970000000000017 -0.016164999999999995 0.08350500000000001 -0.12584499999999996 -0.079234999999999986 0.086245000000000016 0.084795000000000023 0.084945000000000007 -0.012149999999999999 0.097125000000000003 0.088340000000000016 0.10367000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 12 -2 9 7 8 -3 10 -5 -9 14 24 16 -16 17 18 -1 20 -18 -19 26 -17 -14 27 -21 -12
right_child=1 6 -4 5 -6 -7 -8 11 -10 -11 25 -13 13 -15 15 23 19 21 -20 22 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00028207811522512816 0.00068427550156451012 0.0002703195980737254 0.00029575942413902348 0.00065715864651252301 0.00043998777362553129 0.00034067558089116576 0.00040002474231377714 0.00034907201374497247 2.4593716802178777e-05 0.0003839066774554993 0.00057750589067616864 0.00017299056927396172 0.00050872522303701834 0.00076763863115416817 0.00074463850813939823 0.00065148569657848612 0.00055471823726330454 0.00067977728400558631 0.0005094340915919259 0.00059147012854342327 0.00038537882002972622 0.00051847556576399686 0.0006748816928181105 0.0005190337125300776 0.00062894369255768424 0.0004472562037527499 0.00053692385673118482 0.00050522540661481505
leaf_weight=56 60 52 95 76 62 62 58 95 69 56 59 64 57 78 68 62 53 54 58 502 53 54 63 56 57 67 167 62
leaf_count=56 60 52 95 76 62 62 58 95 69 56 59 64 57 78 68 62 53 54 58 502 53 54 63 56 57 67 167 62
internal_value=0 0.000324086 0.000444716 0.000561772 0.000560418 0.000492418 0.000246536 0.000214616 0.000130486 0.000521709 0.000550806 0.000278418 0.000580171 0.000649966 0.000569388 0.000646042 0.000555904 0.000496193 0.000398059 0.00057168 0.000470381 0.000599453 0.000586301 0.000588926 0.000569143 0.000507625 0.000577907 0.000540761
internal_weight=0 555 217 1820 122 382 338 280 121 320 264 159 1438 192 1246 186 1060 222 114 838 106 108 732 118 114 188 669 121
internal_count=2375 555 217 1820 122 382 338 280 121 320 264 159 1438 192 1246 186 1060 222 114 838 106 108 732 118 114 188 669 121
is_linear=0
shrinkage=0.0032998


Tree=9318
num_leaves=18
num_cat=0
split_feature=1 3 4 2 12 1 3 2 15 14 13 3 13 15 150 4 12
split_gain=6.42702 1.01078 0.859085 0.514946 0.451448 0.321426 0.364827 0.272148 0.232995 0.170829 0.11048 0.153634 0.124288 0.144613 0.0897318 0.0520093 0.0133333
threshold=0.10932500000000002 -0.052614999999999995 0.30163500000000004 0.11123500000000001 -0.085719999999999977 0.13301500000000002 0.077930000000000013 0.11366500000000002 -0.032264999999999995 0.076175000000000007 -0.089024999999999979 -0.080914999999999987 -0.077549999999999994 -1.0000000180025095e-35 0.084680000000000019 -0.0093249999999999982 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 14 -7 9 -9 10 11 -6 15 -14 -3 -12 -13
right_child=1 5 -4 -5 7 6 -8 8 -10 -11 12 16 13 -15 -16 -17 -18
leaf_value=0.00061007448787053819 0.00079186536743282418 0.00043716802716896281 0.00041096612249170403 0.0003765187525973596 0.00068427160555627241 -5.7368264406304777e-05 0.00028744616700276514 0.0008427158143993887 0.0005637924796806057 0.001036874841653934 0.00088203468869944585 0.00091381845679012303 0.00078438061212214463 0.00087276299952016002 0.0002664436563823423 0.00095716565826325115 0.00082513588404058255
leaf_weight=91 77 95 53 57 97 54 87 67 66 60 315 52 320 604 54 173 53
leaf_count=91 77 95 53 57 97 54 87 67 66 60 315 52 320 604 54 173 53
internal_value=0 0.000378231 0.000826641 0.000615451 0.00083823 0.000268497 0.00015514 0.0008497 0.000704568 0.00086121 0.000854658 0.000780671 0.000865217 0.000842193 0.000375531 0.000908741 0.00086939
internal_weight=0 424 1951 134 1898 290 141 1807 133 1674 1614 202 1412 924 149 488 105
internal_count=2375 424 1951 134 1898 290 141 1807 133 1674 1614 202 1412 924 149 488 105
is_linear=0
shrinkage=0.0032998


Tree=9319
num_leaves=28
num_cat=0
split_feature=1 3 4 42 0 13 4 4 1 49 1 13 0 4 15 15 0 4 15 13 13 49 43 16 400 133 43
split_gain=3.97639 0.759476 0.37587 0.217191 0.214671 0.154905 0.143622 0.139086 0.20267 0.118068 0.0991587 0.121249 0.0969694 0.0904586 0.103943 0.44989 0.0786007 0.0779326 0.0671819 0.061801 0.060106 0.0518513 0.0391859 0.0369736 0.0382587 0.0358265 0.0333461
threshold=0.104035 -0.052614999999999995 0.41181500000000004 0.10017000000000002 -0.066849999999999979 -0.0042049999999999995 -0.012419999999999999 0.032965000000000001 0.083555000000000018 0.091085000000000013 0.081755000000000008 -0.032264999999999995 -0.14712999999999996 -0.0065299999999999993 0.082725000000000007 -0.006494999999999999 -0.094124999999999986 0.27552000000000004 -0.064999999999999988 0.055020000000000006 -0.06457499999999998 0.084620000000000015 -0.083154999999999993 -0.07959999999999999 -0.052894999999999991 0.10029000000000002 -0.011884999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 20 5 7 17 10 13 9 -9 11 -6 -7 14 15 16 -1 -3 21 23 -2 26 -18 24 -16 -25 -15
right_child=1 3 -4 -5 6 12 -8 8 -10 -11 -12 -13 -14 18 19 -17 22 -19 -20 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.00080126959370482311 0.00052722069311663658 0.00029207897911049627 0.00028281981294030179 6.2727954710271801e-05 0.00066941464475081037 0.00029090937357679716 0.00044644849202124238 0.00075722403420681427 0.0004365555712104543 0.00058207508158354844 0.00070919183971929157 0.00046921567743143016 0.00049134077824208118 0.00073125451364476808 0.00081372893156835978 0.00035172155096869329 0.00069111692979310826 0.00015593998908637035 0.00085718650540551769 0.00061528851429894075 0.00067635339506968571 0.00078563302387310162 0.00060131700582799583 0.0007191444545240175 0.00072140884550194796 0.00063941461487539825 0.00061009384019703003
leaf_weight=53 55 102 54 56 65 56 67 80 59 95 90 71 52 58 69 53 156 86 55 81 73 86 94 166 271 118 54
leaf_count=53 55 102 54 56 65 56 67 80 59 95 90 71 52 58 69 53 156 86 55 81 73 86 94 166 271 118 54
internal_value=0 0.000341659 0.00051491 0.000251981 0.000665235 0.000287666 0.000582496 0.000680873 0.000605565 0.000662344 0.000622673 0.000565158 0.00038774 0.000694257 0.000680532 0.000633574 0.000682758 0.00022999 0.000751673 0.000704195 0.000612548 0.000722186 0.000657493 0.000715679 0.000740248 0.000686141 0.000673152
internal_weight=0 534 182 352 1841 296 293 1548 234 175 226 136 108 1314 1061 356 303 188 253 705 128 198 250 624 340 284 112
internal_count=2375 534 182 352 1841 296 293 1548 234 175 226 136 108 1314 1061 356 303 188 253 705 128 198 250 624 340 284 112
is_linear=0
shrinkage=0.0032998


Tree=9320
num_leaves=15
num_cat=0
split_feature=2 9 3 39 2 16 13 51 1429 42 3 0 13 0
split_gain=2.41952 1.3976 0.80863 0.477866 0.369025 0.288397 0.25729 0.224268 0.229667 0.170681 0.163499 0.142223 0.13224 0.107251
threshold=0.12399000000000002 -1.0000000180025095e-35 0.11924500000000002 0.082470000000000016 0.16002500000000003 -0.25959999999999994 -0.0044799999999999987 -0.04652499999999999 0.084690000000000015 0.11623000000000001 -0.15002999999999997 -0.074434999999999987 -0.020084999999999995 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 12 6 -3 8 13 10 -9 -5 -2 -7
right_child=4 2 -4 11 -6 7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.0002350590417817279 0.00034779079245475698 0.00071451736297901448 0.0003975107174640701 0.00062102517377374679 0.00014206413957434193 0.00083346246998192001 0.00044428337624544714 0.00092776684032312273 0.00050147223103739114 0.00062754280679751717 0.00076938142535939058 0.0003937826020758143 0.00053996591334038769 0.00068133083408336819
leaf_weight=70 96 93 87 73 71 68 67 78 68 89 1178 53 68 233
leaf_count=70 96 93 87 73 71 68 67 78 68 89 1178 53 68 233
internal_value=0 0.000694447 0.000709838 0.000723407 0.000341543 0.00073668 0.000601577 0.000749271 0.000676412 0.000769233 0.000779246 0.000525719 0.000427688 0.000715816
internal_weight=0 2157 2087 2000 235 1874 160 1714 369 1345 1256 126 164 301
internal_count=2392 2157 2087 2000 235 1874 160 1714 369 1345 1256 126 164 301
is_linear=0
shrinkage=0.0032998


Tree=9321
num_leaves=15
num_cat=0
split_feature=12 3 147 13 14 13 43 13 3 13 13 3 3 3
split_gain=2.41665 1.36651 0.415957 0.397017 0.395049 0.315617 0.280408 0.259801 0.18132 0.359848 0.146296 0.126566 0.255711 0.0938887
threshold=-0.040564999999999997 0.11924500000000002 0.089365000000000014 0.10935500000000002 0.076175000000000007 -0.0042049999999999995 -0.25180499999999995 -0.10899499999999999 -0.0047649999999999993 -0.11122999999999998 -0.012279999999999998 -0.15836499999999998 -0.10077999999999999 0.20828500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 8 -5 -2 10 -10 -1 -9 -13 -3
right_child=1 13 -4 6 -6 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=0.00050073955821918826 0.00050721523195382224 0.0004086811970933901 0.0004295266659404264 0.00065169633237476714 0.0009709585421641035 0.0005840592480210985 0.00034883197409417633 0.00085444644502818783 0.00038998639358202921 3.7718519313283111e-05 0.00026691955183812176 0.00048427888406885164 0.00071743363264841647 0.00021426518140039465
leaf_weight=69 69 59 63 87 65 56 55 71 66 61 52 54 1513 52
leaf_count=69 69 59 63 87 65 56 55 71 66 61 52 54 1513 52
internal_value=0 0.000674769 0.000694787 0.0007035 0.000717012 0.000359602 0.000534638 0.000707321 0.000308776 0.000221064 0.000400546 0.000715729 0.000709421 0.000317921
internal_weight=0 2088 1977 1914 1772 304 142 1707 248 127 121 1638 1567 111
internal_count=2392 2088 1977 1914 1772 304 142 1707 248 127 121 1638 1567 111
is_linear=0
shrinkage=0.0032998


Tree=9322
num_leaves=17
num_cat=0
split_feature=1 11 3 13 10 11 10 160 16 148 3 16 457 159 40 3
split_gain=0.168577 0.101106 0.138395 0.168365 0.0811931 0.0786876 0.0619791 0.0577999 0.0675915 0.0367918 0.0417618 0.0923646 0.041806 0.0337584 0.0333414 0.0205133
threshold=0.12072500000000001 1.0000000180025095e-35 -0.10175499999999998 0.14247500000000005 -0.005834999999999999 0.085155000000000022 -1.0000000180025095e-35 -0.12602499999999997 -0.11010999999999999 -0.07546499999999999 -0.008649999999999998 0.024125000000000004 0.079590000000000008 -0.023134999999999996 -0.03549999999999999 0.12031000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -3 -4 8 -8 -9 12 -12 -11 -10 -6 -16
right_child=4 5 6 -5 14 -7 7 9 13 10 11 -13 -14 -15 15 -17
leaf_value=-0.0066824998144354346 -0.0048981483508520694 0.012864251779802964 -0.00048331956519377661 0.0053414578867055371 0.0052680443064518382 0.0057406677170786756 0.012896204936480171 0.0090393239984300384 0.0081940040830719412 0.0049555861863613045 0.00024369328195964366 0.0074189801078878709 0.0096968130858504243 0.0033092996599762801 -0.0013827642884532863 0.0027736281313040195
leaf_weight=64 59 81 53 68 67 99 57 61 97 1197 151 77 56 71 68 66
leaf_count=64 59 81 53 68 67 99 57 61 97 1197 151 77 56 71 68 66
internal_value=0 0.00512843 0.00477453 -0.000474729 0.00058155 0.00895626 0.00515623 0.0053264 0.0078598 0.00495558 0.00478616 0.00267481 0.00516892 0.00614033 0.00219896 0.000651007
internal_weight=0 2132 1952 132 260 180 1820 1767 225 1542 1481 228 1253 168 201 134
internal_count=2392 2132 1952 132 260 180 1820 1767 225 1542 1481 228 1253 168 201 134
is_linear=0
shrinkage=0.16829


Tree=9323
num_leaves=22
num_cat=0
split_feature=1 51 50 49 159 159 0 0 52 159 39 0 150 39 16 52 150 51 3 0 49
split_gain=0.121945 0.089116 0.202956 0.0844563 0.0619916 0.116099 0.0795462 0.0583618 0.0549544 0.0475018 0.0466024 0.0463216 0.0403642 0.038911 0.043461 0.038868 0.0371221 0.0339021 0.0501202 0.0279596 0.0184106
threshold=0.13075500000000004 0.10446500000000002 0.11534500000000002 0.082865000000000008 0.078675000000000009 0.091305000000000011 -0.15270499999999995 -0.089964999999999976 -0.071919999999999984 0.078675000000000009 0.0095750000000000019 -0.07304999999999999 0.083205000000000015 0.085345000000000018 -0.064539999999999986 0.08321000000000002 0.084335000000000007 -0.26604999999999995 -0.082384999999999986 -0.098524999999999988 0.10440000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 12 16 -7 15 11 -2 -1 14 -9 17 19 -5 -19 -8 -20
right_child=10 2 -4 9 5 8 7 13 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 20 -21 -22
leaf_value=0.0025010654619272922 0.00089190044864860681 0.013186210404663491 0.0013015068902138185 0.0078019451745212597 -0.0056390001180620956 0.0057519722932962633 0.0093662271189620047 0.0028140286018195244 -0.00046838534529160985 0.0094303136467422926 0.0027289185829623979 -0.0060868984039380482 -0.0039768159381208751 -0.00064948865008446004 0.0050409157570334966 0.0086548786484849111 0.0026766993646434169 0.0068275185490793014 -0.0011090275269139064 0.0051372793406287316 0.0031350037784039085
leaf_weight=57 54 93 73 52 59 93 111 544 70 95 85 53 52 57 466 67 57 60 63 78 53
leaf_count=57 54 93 73 52 59 93 111 544 70 95 85 53 52 57 466 67 57 60 63 78 53
internal_value=0 0.00421096 0.00797063 0.00390324 0.00337264 0.000747082 0.00378127 0.0041441 0.00306963 0.00613535 -0.000202561 -0.0025481 -0.000572818 0.00360157 0.00384326 0.00506817 0.00648994 0.0040063 0.00287465 0.00763045 0.000814568
internal_weight=0 2200 166 2034 1644 222 1422 1313 163 390 192 107 109 1067 1010 295 246 228 176 189 116
internal_count=2392 2200 166 2034 1644 222 1422 1313 163 390 192 107 109 1067 1010 295 246 228 176 189 116
is_linear=0
shrinkage=0.16829


Tree=9324
num_leaves=12
num_cat=0
split_feature=15 15 15 41 3 3 13 2 40 42 43
split_gain=0.0945285 0.106282 0.0868335 0.102223 0.104986 0.105805 0.0936542 0.0545259 0.0694666 0.0688334 0.0411461
threshold=-0.26826999999999995 -0.45726999999999995 -0.19301999999999997 0.081560000000000007 -0.13392999999999997 -0.10237999999999998 0.071660000000000015 -1.0000000180025095e-35 -0.08267999999999999 0.11623000000000001 -0.049914999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 6 -6 -4 -7 -9 -10 -1
right_child=2 -3 3 -5 5 7 -8 8 9 -11 -12
leaf_value=-0.00046273120618870356 0.0096368590150615798 -0.0055589286199176531 0.01311524103557795 -0.002677317867064123 -0.0029354560353201356 -0.0012317198426797819 0.004616585265045302 0.0096013439017922208 0.0037279551039118121 -0.00064762121000932311 0.0059328067476960081
leaf_weight=56 64 71 58 77 76 67 103 54 1601 108 57
leaf_count=56 64 71 58 77 76 67 103 54 1601 108 57
internal_value=0 -0.000447972 0.00351366 0.00333004 0.0035547 0.0032045 0.00768937 0.00346047 0.00363981 0.00345039 0.00274744
internal_weight=0 184 2208 2144 2067 1906 161 1830 1763 1709 113
internal_count=2392 184 2208 2144 2067 1906 161 1830 1763 1709 113
is_linear=0
shrinkage=0.16829


Tree=9325
num_leaves=28
num_cat=0
split_feature=12 2 2 2 15 2 11 52 156 475 2 12 49 12 0 12 15 43 0 12 12 43 0 52 0 43 43
split_gain=2.40893 1.05112 0.45319 0.748074 0.358165 0.300453 0.254816 0.132277 0.141333 0.158148 0.121577 0.113105 0.115276 0.103936 0.103363 0.101917 0.0804112 0.0772885 0.0702012 0.122238 0.0830674 0.0611226 0.0563755 0.0386962 0.0299308 0.0187071 0.00558376
threshold=0.077755000000000005 0.13752500000000004 0.10613000000000002 0.064660000000000009 -0.026169999999999995 0.092155000000000015 0.076270000000000018 0.091820000000000013 0.092820000000000014 -0.085684999999999997 0.09036000000000001 -0.094939999999999983 0.08840000000000002 0.092495000000000008 -0.019414999999999998 -1.0000000180025095e-35 -0.070929999999999979 -0.083269999999999997 -0.088099999999999984 0.086455000000000018 0.084345000000000017 -0.081204999999999986 -0.073399999999999979 0.038145000000000005 -0.083554999999999977 -0.083669999999999981 -0.081164999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 14 6 -5 10 8 9 -6 13 -4 16 25 -1 -7 -13 -9 19 -11 -20 -12 24 -23 -19 -2 -27
right_child=1 -3 11 5 7 15 -8 17 -10 18 21 12 -14 -15 -16 -17 -18 22 20 -21 -22 23 -24 -25 -26 26 -28
leaf_value=0.00040600562288412717 0.00067920815142161802 0.00022544092194968422 0.00047901601278918206 0.00079157089955500482 0.00094223441800263838 0.00042699583443220064 0.00040646646937528345 0.00078430369750950857 0.00058307448383501605 0.00094766920727823976 0.00067094987664476882 0.00020501050780875399 0.00043922947154895854 0.00060431980321944611 0.00021753739311229254 0.00063409411546810771 0.00035059523262089416 0.00066492286799546291 0.00061638884810107466 0.0007175772526904873 0.00074960723596101181 0.00051637530174518343 0.00072451976916311468 0.00062440385821179215 0.00056572993623462949 0.00079772577479003161 0.00073973887007208598
leaf_weight=83 52 54 54 91 52 53 52 52 52 52 83 100 57 95 53 54 73 61 60 53 529 103 64 64 97 53 95
leaf_count=83 52 54 54 91 52 53 52 52 52 52 83 100 57 95 53 54 73 61 60 53 529 103 64 64 97 53 95
internal_value=0 0.000679516 0.000439178 0.000521777 0.000694187 0.00065139 0.000628985 0.000730465 0.000752291 0.000764039 0.000650152 0.000341912 0.00030957 0.000696236 0.000332817 0.000531842 0.000266646 0.00066677 0.000750636 0.000831863 0.000736096 0.000595631 0.00063908 0.000557986 0.000604249 0.00073972 0.000760743
internal_weight=0 1723 618 334 1669 198 597 1072 798 746 545 284 230 295 136 107 173 274 694 105 589 250 222 167 158 200 148
internal_count=2341 1723 618 334 1669 198 597 1072 798 746 545 284 230 295 136 107 173 274 694 105 589 250 222 167 158 200 148
is_linear=0
shrinkage=0.0032998


Tree=9326
num_leaves=18
num_cat=0
split_feature=40 483 483 483 402 12 12 14 52 133 402 4 402 4 403 403 2
split_gain=0.0804598 0.0713546 0.0924422 0.062867 0.0503964 0.0751262 0.0591266 0.067525 0.0955679 0.0632878 0.046417 0.0747884 0.0691331 0.0414863 0.0383264 0.036908 0.0329595
threshold=-0.084904999999999994 0.09011000000000001 0.085510000000000017 0.097880000000000009 -0.020594999999999999 0.086325000000000013 0.084160000000000013 -0.072219999999999993 0.084755000000000011 0.008405000000000001 0.090595000000000023 -0.078129999999999991 0.02938 -0.081374999999999989 -0.072624999999999981 -0.43469499999999994 0.094120000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 -6 9 -9 12 -12 13 -8 15 -7 -5
right_child=1 3 -4 16 6 14 10 8 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0018994023133365599 0.011402368834345348 -0.0038736937966423949 0.010645708815384689 -0.00028322990979146219 0.0061850314816459173 0.0032808089912102277 0.0056194036958120549 0.00077527226056088344 -0.004577698762489554 0.0050835599678923718 0.010260802451139538 0.0028738852729396731 -0.0023552265470673712 0.0030623516663357397 0.00094875805152226092 0.0091071408953722014 0.0051146203554315612
leaf_weight=86 52 68 52 62 87 70 251 344 72 135 78 79 55 659 69 57 65
leaf_count=86 52 68 52 62 87 70 251 344 72 135 78 79 55 659 69 57 65
internal_value=0 0.00333235 0.00362368 0.000245568 0.00344094 0.00569573 0.0031222 0.00182331 0.00113136 0.00199326 0.00385918 0.00655526 0.00341868 0.00376962 0.00417256 0.00590992 0.0024653
internal_weight=0 2255 2060 195 2008 248 1760 638 551 479 1122 157 965 910 196 127 127
internal_count=2341 2255 2060 195 2008 248 1760 638 551 479 1122 157 965 910 196 127 127
is_linear=0
shrinkage=0.16829


Tree=9327
num_leaves=22
num_cat=0
split_feature=1 12 1 12 147 2 52 52 16 52 51 12 43 16 12 51 0 52 0 0 1
split_gain=3.10545 0.5408 0.453444 0.502184 0.243013 0.167635 0.226161 0.174345 0.15858 0.133053 0.146159 0.158707 0.0957001 0.0793448 0.0836414 0.102813 0.0745219 0.0652597 0.0515528 0.0349053 0.0135486
threshold=0.10915500000000002 -0.084509999999999988 0.13554500000000003 0.088745000000000004 0.087210000000000024 0.091205000000000008 -0.45478499999999994 0.31838000000000005 -0.4058199999999999 0.044705000000000002 -0.13881499999999999 0.089005000000000015 -0.049364999999999992 0.032580000000000005 1.0000000180025095e-35 -0.085574999999999984 -0.08397499999999998 -0.15824499999999997 -0.073399999999999979 -0.13972999999999997 0.077565000000000009
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 -1 3 12 5 7 20 13 -4 10 -8 -12 -2 14 -3 -16 -11 -15 -18 -14 -7
right_child=2 4 8 -5 -6 6 9 -9 -10 16 11 -13 19 17 15 -17 18 -19 -20 -21 -22
leaf_value=0.00042765222574281126 0.00022027067088746215 0.00059367731476709534 5.9756546524483989e-05 0.00061213727453710519 0.00048615279835284163 0.00072357379755806921 0.00069090931228102197 0.00055128391205197524 0.00028609221518172601 0.00075293692228660663 0.00036955177106532891 0.00057502634826873836 0.00031816092682295552 0.00072161421188472632 0.00085737020879377804 0.00070652218411983397 0.00056231023070961938 0.00087830761305291848 0.00067490242647239278 0.00044266104422201999 0.0008055635617570155
leaf_weight=103 69 69 58 99 73 55 64 75 82 73 63 124 53 64 55 789 85 61 109 52 66
leaf_count=103 69 69 58 99 73 55 64 75 82 73 63 124 53 64 55 789 85 61 109 52 66
internal_value=0 0.000661219 0.000345721 0.000424128 0.000674381 0.000682204 0.000639028 0.000706961 0.000192576 0.000608696 0.000553282 0.000505991 0.000316954 0.000718175 0.000707158 0.000716394 0.000660658 0.000798362 0.000625752 0.000380154 0.000768587
internal_weight=0 1928 413 273 1825 1752 639 1113 140 518 251 187 174 1038 913 844 267 125 194 105 121
internal_count=2341 1928 413 273 1825 1752 639 1113 140 518 251 187 174 1038 913 844 267 125 194 105 121
is_linear=0
shrinkage=0.0032998


Tree=9328
num_leaves=19
num_cat=0
split_feature=12 2 133 2 2 0 2 14 1429 1429 2 12 12 2 0 12 2 402
split_gain=2.02558 1.08578 0.38245 0.434302 0.216846 0.306109 0.243416 0.185767 0.15651 0.0869933 0.0933519 0.0771504 0.0782831 0.076503 0.129332 0.0700412 0.0640555 0.0514957
threshold=0.077755000000000005 0.13388500000000003 0.087035000000000015 0.114805 0.064660000000000009 -0.13010499999999997 0.092235000000000025 0.076175000000000007 0.083420000000000008 0.091270000000000004 0.087855000000000003 0.083370000000000014 0.084115000000000009 0.08647500000000001 -0.064539999999999986 -0.041134999999999991 0.09772500000000002 0.090595000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 -1 6 -6 8 11 10 -10 -2 -13 14 -14 -5 -7 -15
right_child=1 -3 -4 15 5 16 -8 -9 9 -11 -12 12 13 17 -16 -17 -18 -19
leaf_value=0.00041345284954417017 0.00079924223902824178 0.00023239445377854507 0.00026175831320747863 0.00043188488774017266 0.00067264084869613871 0.00081433776250905453 0.00039638990357891235 0.00088144172771788601 0.00073797002780598658 0.000679805667124266 0.00094039797944708511 0.00054084768584391867 0.00071370466370827639 0.00063730985308201146 0.00054028345671000414 0.00029152595966574682 0.00065278575177907673 0.00073179235100940534
leaf_weight=91 52 59 97 67 57 55 92 54 53 64 52 55 566 639 53 99 60 76
leaf_count=91 52 59 97 67 57 55 92 54 53 64 52 55 566 639 53 99 60 76
internal_value=0 0.000673209 0.000452788 0.000488286 0.000553604 0.00060178 0.000502306 0.000688817 0.000682335 0.000778646 0.000838556 0.000671015 0.000666189 0.00067133 0.000698913 0.000348389 0.000730356 0.000647402
internal_weight=0 1723 618 521 355 264 149 1664 1610 169 105 1441 1389 1334 619 166 115 715
internal_count=2341 1723 618 521 355 264 149 1664 1610 169 105 1441 1389 1334 619 166 115 715
is_linear=0
shrinkage=0.0032998


Tree=9329
num_leaves=25
num_cat=0
split_feature=1 52 2 12 39 2 1 475 52 4 52 15 151 2 0 483 52 1 0 1 15 0 15 2
split_gain=11.0926 1.69055 1.03563 0.884594 0.806188 0.477361 0.33891 0.238044 0.185345 0.156392 0.177255 0.170057 0.130505 0.123788 0.117844 0.117582 0.11824 0.107385 0.172959 0.0947345 0.0486405 0.034071 0.0244838 0.0123613
threshold=0.10538500000000002 -0.40011499999999994 0.14461000000000004 0.088745000000000004 0.081875000000000017 0.091205000000000008 0.077800000000000022 -0.086279999999999982 -0.079324999999999993 -0.0072499999999999995 0.047850000000000011 -0.080944999999999989 -0.0033899999999999994 0.11923000000000002 0.09395000000000002 -0.08155999999999998 0.092650000000000024 0.085720000000000005 -0.095104999999999981 0.076010000000000008 0.089150000000000021 -0.066044999999999979 -0.0036549999999999998 0.095545000000000005
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=4 -2 3 8 5 7 -6 -1 -3 14 11 -11 -10 -14 21 -9 17 19 -19 -17 -18 22 -7 -24
right_child=1 2 -4 -5 6 9 -8 15 12 10 -12 -13 13 -15 -16 16 20 18 -20 -21 -22 -23 23 -25
leaf_value=0.0011223223862045178 0.00082131615174373931 5.7217693726585411e-05 -8.0648442345315248e-05 0.0005823248730153492 0.00076587678966993987 0.0009031968759262445 0.00039413600043582153 0.0010402856656839868 0.0003957149708358371 0.0005163825899233553 0.00084569048620330468 0.00074990438322014097 0.00011835578913905463 0.00031993962178602966 0.00071657986659356846 0.00092282920157600969 0.00075620668621183176 0.00068147969236564585 0.00089721794493851259 0.001069173831848558 0.00087616563700916182 0.00093015474863883624 0.00085038807716869742 0.00077358835021729252
leaf_weight=59 61 63 90 98 54 69 54 68 58 56 97 92 76 60 67 508 88 52 212 57 76 92 78 56
leaf_count=59 61 63 90 98 54 69 54 68 58 56 97 92 76 60 67 508 88 52 212 57 76 92 78 56
internal_value=0 0.000305925 0.000235197 0.00031537 0.000857883 0.00087522 0.000580333 0.000915826 0.000213437 0.000800237 0.000734739 0.000661783 0.000263986 0.000207549 0.000844469 0.00090431 0.000894963 0.000911331 0.000854857 0.000937656 0.000812012 0.000873396 0.000847499 0.000818556
internal_weight=0 506 445 355 1835 1727 108 1120 257 607 245 148 194 136 362 1061 993 829 264 565 164 295 203 134
internal_count=2341 506 445 355 1835 1727 108 1120 257 607 245 148 194 136 362 1061 993 829 264 565 164 295 203 134
is_linear=0
shrinkage=0.0032998


Tree=9330
num_leaves=16
num_cat=0
split_feature=2 30 2 150 2 14 150 39 130 3 3 13 16 3 13
split_gain=4.96188 2.68565 1.77836 0.631705 0.508883 0.419676 0.264549 0.238538 0.209871 0.198928 0.341357 0.159506 0.0682849 0.0893481 0.064582
threshold=0.14234000000000005 0.086065000000000016 0.10060500000000001 1.0000000180025095e-35 0.16002500000000003 0.076175000000000007 0.087380000000000013 0.083495000000000014 -0.072444999999999982 0.09722500000000002 0.0051600000000000005 -0.091769999999999977 0.52822500000000006 -0.046329999999999989 -0.084114999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -2 6 8 11 -1 10 -10 -4 13 -13 -8
right_child=4 -3 3 -5 -6 -7 14 -9 9 -11 -12 12 -14 -15 -16
leaf_value=0.0011133474288315961 0.00039494072127218194 0.00018285111647901015 0.0006198015097096096 0.00044550448081471643 -1.3058391744626319e-05 0.0011824609334275082 0.00067822979206584209 0.00056050610477897185 0.0009184896834699616 0.00072031710872116255 0.0011912440504847808 0.0008281525468380814 0.00091574160691783974 0.00068260931633015991 0.00083572484202814256
leaf_weight=67 69 63 54 85 64 69 52 59 1249 53 53 192 65 65 74
leaf_count=67 69 63 54 85 64 69 52 59 1249 53 53 192 65 65 74
internal_value=0 0.000855039 0.000874839 0.000706695 0.000198345 0.000928889 0.000917564 0.000757651 0.000930525 0.000921459 0.00092962 0.000788492 0.000816673 0.000791479 0.000771007
internal_weight=0 2200 2137 520 133 1617 1548 435 1422 1355 1302 376 322 257 126
internal_count=2333 2200 2137 520 133 1617 1548 435 1422 1355 1302 376 322 257 126
is_linear=0
shrinkage=0.0032998


Tree=9331
num_leaves=26
num_cat=0
split_feature=15 12 150 12 13 133 15 12 12 15 15 15 151 12 157 12 157 15 52 43 52 52 43 15 42
split_gain=8.81094 3.82933 1.66708 1.16553 0.954518 0.653775 0.543632 0.487816 0.294857 0.242997 0.235776 0.255046 0.162138 0.212469 0.169654 0.149416 0.126565 0.116956 0.064591 0.0425821 0.0417398 0.0366542 0.031203 0.0292212 0.0194087
threshold=-0.25061999999999995 0.077755000000000005 0.089155000000000012 0.13820000000000002 -0.00038499999999999998 -1.0000000180025095e-35 -0.0053099999999999996 0.092495000000000008 -0.042789999999999988 -0.47252999999999995 -0.035449999999999988 -0.074254999999999974 -0.086439999999999989 0.083310000000000009 -0.081579999999999986 -0.08947999999999999 -0.0066899999999999989 0.097020000000000009 0.024560000000000002 -0.072864999999999985 0.10671500000000002 0.044705000000000002 -0.036794999999999994 -0.093839999999999993 0.084580000000000016
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=8 2 4 7 5 -2 23 12 9 -1 11 21 -3 -14 24 -7 -16 18 22 -13 -19 -9 -12 -6 -15
right_child=1 3 -4 -5 6 15 -8 10 -10 -11 17 19 13 14 16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00027141963953569329 0.00093616628427434614 0.00096739938544026865 0.00031664675296982301 0.00056492503326802026 0.00084606709858857571 0.0006214509187365151 0.0011198232175009539 0.0009580431125665211 0.00038505896020585967 -3.5561790504340169e-05 0.00098748248223104289 0.00071504794618063689 0.0013197136641507547 0.00128601691235671 0.00092862863782311857 0.00038690230426309107 0.001101975259857184 0.00089233997098360008 0.0011786776141660999 0.00085502984351294167 0.0010230202508893908 0.0010732801789412453 0.0010956923544019465 0.00072946444058295931 0.0011821697433433258
leaf_weight=55 52 85 93 53 56 55 109 99 73 57 60 52 57 52 52 67 703 57 72 54 66 55 86 54 59
leaf_count=55 52 85 93 53 56 55 109 99 73 57 60 52 57 52 52 67 703 57 72 54 66 55 86 54 59
internal_value=0 0.000972433 0.000714556 0.00104782 0.000808628 0.000625594 0.000953891 0.0010637 0.000221678 0.000114873 0.00098875 0.000912833 0.00110836 0.0011213 0.0011082 0.00049293 0.00109008 0.00104653 0.00109364 0.000786692 0.000962748 0.000999428 0.00105146 0.000789146 0.00123114
internal_weight=0 2148 486 1662 393 174 219 1609 185 112 601 260 1008 923 866 122 755 341 218 106 123 154 146 110 111
internal_count=2333 2148 486 1662 393 174 219 1609 185 112 601 260 1008 923 866 122 755 341 218 106 123 154 146 110 111
is_linear=0
shrinkage=0.0032998


Tree=9332
num_leaves=20
num_cat=0
split_feature=4 3 48 3 3 3 4 15 4 51 457 39 158 4 12 4 15 1447 1213
split_gain=5.51884 1.83072 0.903109 0.488996 0.589825 0.405445 0.235672 0.222909 0.202579 0.188914 0.166921 0.158587 0.142265 0.101427 0.149678 0.0797121 0.0688916 0.0528118 0.0404028
threshold=0.30163500000000004 -0.064294999999999977 0.088800000000000004 0.10812000000000001 0.06269000000000001 -0.13795999999999997 -0.0027699999999999995 -0.41880499999999993 0.052250000000000012 0.097530000000000019 0.0033050000000000002 0.087880000000000014 0.080695000000000003 -0.41016499999999995 0.083370000000000014 0.055260000000000011 -0.070049999999999987 -0.086059999999999984 -0.13252999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 -2 -3 11 10 -4 13 -7 16 -1 -15 -8 -10 -16 -19
right_child=5 2 9 -5 -6 7 15 -9 12 -11 -12 -13 -14 14 17 -17 -18 18 -20
leaf_value=0.00085957450779996331 0.00062149625657833424 0.00065582305696697913 0.00061521049994917563 0.00054490670331248741 0.0010858752107725351 0.00051711852738811409 0.00096691609907217219 0.00015737040717278103 0.00087042655199112934 0.00038334610700221114 0.00081915406276179814 0.0002678388212058775 0.00099109473090949578 0.0011372138110563679 0.0010716222797348329 0.00078784211184782817 0.00070715810460962288 0.0010459182379983576 0.00096163928076337221
leaf_weight=83 54 101 95 61 96 55 57 76 55 66 83 58 52 67 63 59 67 77 1008
leaf_count=83 54 101 95 61 96 55 57 76 55 66 83 58 52 67 63 59 67 77 1008
internal_value=0 0.000894397 0.000727618 0.000816736 0.0008696 0.000368736 0.000773758 0.000296332 0.000951756 0.000520379 0.000965304 0.000389481 0.000844026 0.000974622 0.000982452 0.000876139 0.000781052 0.000973389 0.000967653
internal_weight=0 2090 535 374 313 243 217 189 1555 161 1381 113 174 1298 1215 116 122 1148 1085
internal_count=2333 2090 535 374 313 243 217 189 1555 161 1381 113 174 1298 1215 116 122 1148 1085
is_linear=0
shrinkage=0.0032998


Tree=9333
num_leaves=21
num_cat=0
split_feature=2 1 16 16 12 51 12 160 2 2 124 12 12 4 2 49 16 1447 403 12
split_gain=0.31034 0.127604 0.0788266 0.0982492 0.124618 0.0750136 0.0726015 0.083353 0.0808768 0.114066 0.0570645 0.0612111 0.0552904 0.0513256 0.0452874 0.0444711 0.0387071 0.0301369 0.0479675 0.0362361
threshold=0.16002500000000003 0.10293500000000001 -0.50327499999999992 0.022165000000000004 0.088395000000000015 -0.17083999999999996 0.082295000000000021 -0.53327999999999987 0.093255000000000018 0.087645000000000015 -0.077084999999999987 -1.0000000180025095e-35 0.092495000000000008 0.03851000000000001 0.10457000000000001 0.0016050000000000003 -0.055679999999999993 -0.085709999999999995 -0.53379499999999991 0.088835000000000011
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 6 -3 4 10 -5 8 -8 9 16 -4 -12 -7 17 -10 -15 -1 -9 -19 -20
right_child=-2 2 3 5 -6 12 7 13 14 -11 11 -13 -14 15 -16 -17 -18 18 19 -21
leaf_value=0.0057095668481039492 -0.0055788087985759486 0.0086551256739003865 0.0027270201158247041 0.0010169074717157739 0.0072501228071526549 0.011677318573598073 0.00046633335033575073 0.010685309793508343 0.0034312242906318711 0.018242645431495067 -0.0076344330286268539 0.00018199967321411858 0.0042581292277206455 0.00063945895163268008 0.0096459645930975241 0.0063124595023049167 0.011483860083020818 0.0018862446794206992 0.0060696111047011904 0.0080155056929003838
leaf_weight=61 64 81 53 61 58 64 64 64 79 52 60 53 53 70 59 91 76 53 518 599
leaf_count=61 64 81 53 61 58 64 64 64 79 52 60 53 53 70 59 91 76 53 518 599
internal_value=0 0.00628971 0.00385451 0.00288275 0.000528642 0.00583513 0.00694728 0.00643523 0.00922642 0.0114988 -0.001809 -0.00395242 0.00833185 0.00670778 0.00610127 0.0038571 0.00892594 0.00707826 0.00687941 0.00711472
internal_weight=0 2269 483 402 224 178 1786 1459 327 189 166 113 117 1395 138 161 137 1234 1170 1117
internal_count=2333 2269 483 402 224 178 1786 1459 327 189 166 113 117 1395 138 161 137 1234 1170 1117
is_linear=0
shrinkage=0.16829


Tree=9334
num_leaves=27
num_cat=0
split_feature=4 3 150 2 13 133 2 4 12 2 2 13 157 12 12 2 160 4 12 0 3 12 4 160 4 160
split_gain=4.05337 1.0878 0.882629 0.450048 0.352535 0.408002 0.290336 0.195264 0.153186 0.148506 0.147096 0.104121 0.103347 0.0919552 0.0725679 0.0655174 0.113601 0.0633431 0.0562518 0.0512818 0.0457749 0.0412989 0.024091 0.0184484 0.0233346 0.0106098
threshold=0.30163500000000004 -0.049204999999999992 0.093625000000000014 0.14461000000000004 -0.00038499999999999998 -1.0000000180025095e-35 0.096930000000000016 -0.049024999999999992 0.082295000000000021 0.092235000000000025 0.10713500000000002 -0.059914999999999989 -0.063304999999999986 0.091445000000000012 0.088485000000000022 0.086915000000000006 -0.020454999999999997 0.020345000000000005 0.089045000000000013 -0.066044999999999979 -0.11128999999999999 0.086275000000000004 -0.069734999999999978 -0.020454999999999997 -0.082084999999999977 -0.10994
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 6 4 10 5 -3 8 -6 -1 -9 -2 -7 -8 -14 15 23 -17 22 -16 20 -20 -18 -15 25 -25 -10
right_child=3 2 -4 -5 7 11 12 9 14 -11 -12 -13 13 17 18 16 21 -19 19 -21 -22 -23 -24 24 -26 -27
leaf_value=0.00094448935985028614 0.00023082118999905027 0.00075101096240842941 0.00019303853869650554 -1.7937012257895804e-05 0.00084213004791531328 0.00049924027665176559 0.00078536235779890114 0.00074038012889907946 0.0008117842073686475 0.00050337836281380598 0.00041548914725927959 0.00031661377383109104 0.00051136062497422969 0.00064031739571293773 0.00062722105507756118 0.00064908186226483237 0.00088083543941669873 0.00058117470601031613 0.00085234838361642298 0.00065146553293497821 0.00074444362387928863 0.00074489075951619278 0.0007344459852083213 0.00082502439121338899 0.00075921548485098341 0.0008925045773203195
leaf_weight=53 91 61 61 52 83 90 61 64 52 55 100 57 57 54 53 92 52 75 53 63 447 58 101 166 126 56
leaf_count=53 91 61 61 52 83 90 61 64 52 55 100 57 57 54 53 92 52 75 53 63 447 58 101 166 126 56
internal_value=0 0.000704094 0.000564212 0.000253584 0.00061935 0.000523369 0.000744767 0.000718007 0.000768058 0.000631138 0.00032769 0.000428666 0.000659597 0.000632744 0.000760352 0.000786947 0.0007366 0.000662673 0.000734304 0.000744322 0.000755952 0.000809476 0.00070188 0.000812285 0.000796748 0.000853965
internal_weight=0 2090 471 243 410 208 1619 202 1271 119 191 147 348 287 1218 602 202 230 616 563 500 110 155 400 292 108
internal_count=2333 2090 471 243 410 208 1619 202 1271 119 191 147 348 287 1218 602 202 230 616 563 500 110 155 400 292 108
is_linear=0
shrinkage=0.0032998


Tree=9335
num_leaves=22
num_cat=0
split_feature=1 2 12 12 2 2 11 2 0 12 13 1 0 12 0 0 12 12 160 0 0
split_gain=10.9579 1.75399 1.28538 0.700967 0.699577 0.497799 0.422632 0.392992 0.273468 0.217792 0.181977 0.127391 0.112391 0.103211 0.0930058 0.147542 0.0745467 0.0514714 0.0484838 0.0275296 0.0235642
threshold=0.104035 0.11252000000000002 0.085090000000000013 -0.083994999999999986 0.16394500000000004 0.091205000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.056265000000000009 0.10124000000000001 -1.0000000180025095e-35 0.084885000000000002 -0.062694999999999987 -0.070844999999999977 -0.14989499999999997 -0.10023499999999998 0.083615000000000009 0.090255000000000016 0.038795000000000003 -0.065064999999999998 -0.084319999999999992
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 7 -1 10 12 8 -2 11 -4 13 17 14 -3 -5 -16 -17 20 -18 -19 -7
right_child=1 4 9 5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 15 16 18 19 -20 -21 -22
leaf_value=0.00063041370347010229 0.00022174262020237503 0.00032471830807970074 0.00096694508511081627 0.0011106542772449577 -0.00012212616985854722 0.00089792860750312667 0.0011553284087131447 0.00055967671686467141 0.00061975503848469746 0.0006827621304430271 0.00040899897056088903 0.00071329545716200765 0.00084085335774549037 0.00012874450995374457 0.00082973957364208231 0.0011248360017804683 0.00098594039525703786 0.00084951356662271054 0.0010841155420552053 0.00092407130364786829 0.0010070648707111401
leaf_weight=78 78 52 68 81 54 52 54 73 53 54 92 52 54 69 61 54 837 256 67 87 57
leaf_count=78 78 52 68 81 54 52 54 73 53 54 92 52 54 69 61 54 837 256 67 87 57
internal_value=0 0.000403244 0.000589302 0.00093788 0.000212873 0.000951448 0.000874799 0.000385348 0.000847539 0.000841448 0.000297968 0.000871423 0.000992 0.000213256 0.000999388 0.000990509 0.00100071 0.000889536 0.000993256 0.000868527 0.000955323
internal_weight=0 540 273 1843 267 1765 611 151 557 122 213 504 1154 121 1100 1019 958 452 904 343 109
internal_count=2383 540 273 1843 267 1765 611 151 557 122 213 504 1154 121 1100 1019 958 452 904 343 109
is_linear=0
shrinkage=0.0032998


Tree=9336
num_leaves=28
num_cat=0
split_feature=1 3 15 3 16 16 1455 12 1 43 12 12 13 3 48 3 3 124 15 1 15 16 13 13 13 3 12
split_gain=7.82504 1.70647 0.783504 0.632902 0.567996 0.347295 0.335744 0.272727 0.276036 0.269673 0.21858 0.189411 0.193524 0.198285 0.160722 0.156416 0.145433 0.112242 0.0995147 0.0629547 0.0571751 0.0473412 0.0284189 0.0632293 0.0588948 0.0273871 0.0261913
threshold=0.10915500000000002 -0.049204999999999992 0.082725000000000007 0.31534000000000006 -0.52180499999999985 -0.06421499999999998 0.018650000000000003 0.083885000000000015 0.088595000000000021 -0.024279999999999996 0.083570000000000019 0.086505000000000012 0.071660000000000015 -0.096099999999999977 0.081735000000000016 -0.067704999999999987 -0.038414999999999998 -0.081214999999999982 -0.058234999999999988 0.07635500000000002 -0.084059999999999982 -0.039889999999999988 -0.088854999999999976 -0.084484999999999991 -0.076734999999999984 -0.082689999999999986 0.091800000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 9 -1 -2 7 8 16 17 -4 25 13 -13 -10 19 -6 -3 -8 22 -11 26 -12 -24 -25 -9 -21
right_child=1 3 10 -5 6 -7 18 11 14 20 15 12 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 23 24 -26 -27 -28
leaf_value=0.00054367782295995713 0.00057102028529957031 0.000394630196434896 0.0012098764440280922 3.8386372160619868e-05 0.00077158450588146494 0.00090467299783228373 0.00097666599518707905 0.00098287938061599064 0.0005591622335858967 0.00043992840745854913 0.0010679306135543288 0.00066315617605461298 0.0010382301499612268 0.00088390131344490315 0.00078592204175644703 0.00083338001160597008 0.00097111555429361116 0.00018794405181284593 0.0011790989499729685 0.00099222761919988346 0.00059309423658927384 0.0011577704082974063 0.0008698184930121468 0.0010919126237518781 0.00097805899370698971 0.0010849968238454686 0.0010880663500617877
leaf_weight=52 63 54 61 71 71 76 62 100 61 61 60 52 78 367 82 58 99 63 52 88 52 52 52 67 304 55 70
leaf_count=52 63 54 61 71 71 76 62 100 61 61 60 52 78 367 82 58 99 63 52 88 52 52 52 67 304 55 70
internal_value=0 0.000451121 0.00093863 0.000311274 0.000882249 0.000753703 0.000898533 0.000878321 0.00079739 0.00039536 0.00101712 0.000917119 0.000885168 0.00085659 0.000689439 0.00100141 0.000887989 0.000283639 0.00106931 0.00101543 0.000510724 0.0010655 0.000993582 0.000982953 0.000998715 0.00101934 0.00103491
internal_weight=0 440 1943 301 1131 139 1079 965 313 230 812 652 497 419 143 751 170 117 114 693 113 210 483 423 371 155 158
internal_count=2383 440 1943 301 1131 139 1079 965 313 230 812 652 497 419 143 751 170 117 114 693 113 210 483 423 371 155 158
is_linear=0
shrinkage=0.0032998


Tree=9337
num_leaves=21
num_cat=0
split_feature=3 15 15 3 39 16 15 11 3 11 16 40 16 51 15 16 158 15 15 16
split_gain=3.91521 1.01764 0.648387 0.641914 0.792623 0.418614 0.41066 0.322314 0.520774 0.222406 0.156512 0.131414 0.128321 0.145291 0.11232 0.107792 0.0804026 0.0680721 0.0494334 0.0179836
threshold=-0.049204999999999992 -0.25061999999999995 -0.23488499999999998 0.11372500000000001 0.087015000000000009 -0.5103049999999999 -0.0053099999999999996 1.0000000180025095e-35 -0.12595999999999999 0.085155000000000022 -0.061394999999999998 -0.075779999999999986 -0.093079999999999982 -0.20826999999999998 0.076335000000000014 -0.42004999999999992 -0.26992499999999992 -0.097499999999999989 0.0056700000000000006 -0.13895999999999997
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 15 -1 4 6 -4 17 8 -7 -9 -5 -6 14 -14 19 -2 -15 -3 -8 -10
right_child=1 3 5 10 11 7 18 9 12 -11 -12 -13 13 16 -16 -17 -18 -19 -20 -21
leaf_value=0.00045249989372887398 0.00036552234505845399 0.00074604438914287836 0.00054578757313951723 0.0002890335881930732 0.00032396913085377369 0.0005079856430091099 0.00084614499375672281 0.0011691395857808559 0.00083567191630271531 0.00087438065239921594 0.00052026376171300363 0.00054858678065591816 0.00071859805330935929 0.00098932111219719406 0.00062829318707166148 0.00018531136705219697 0.00085329594507819713 0.00059183943936148657 0.00099773841650653713 0.00075012831971236343
leaf_weight=52 72 52 56 75 60 55 53 52 99 64 57 56 89 53 55 75 1112 91 52 53
leaf_count=52 72 52 56 75 60 55 53 52 99 64 57 56 89 53 55 75 1112 91 52 53
internal_value=0 0.000515403 0.00081692 0.000586931 0.000658558 0.000828125 0.000764054 0.000837791 0.000824835 0.00100682 0.00038915 0.000432709 0.000836738 0.000849541 0.000759009 0.000273818 0.000859514 0.00064816 0.000921555 0.000806076
internal_weight=0 643 1740 496 364 1688 248 1632 1516 116 132 116 1461 1254 207 147 1165 143 105 152
internal_count=2383 643 1740 496 364 1688 248 1632 1516 116 132 116 1461 1254 207 147 1165 143 105 152
is_linear=0
shrinkage=0.0032998


Tree=9338
num_leaves=23
num_cat=0
split_feature=4 2 2 2 16 39 49 1455 0 4 16 3 16 1212 16 16 1429 3 159 3 16 4
split_gain=0.383654 0.135205 0.102318 0.0950705 0.106879 0.089166 0.0834008 0.0791055 0.0766132 0.0733965 0.15512 0.0531742 0.046679 0.109775 0.094126 0.109897 0.0816412 0.0435735 0.0403381 0.0606088 0.0721354 0.0208961
threshold=0.24099500000000004 0.14271500000000001 0.083815000000000014 0.11693000000000002 -0.44010499999999991 0.082470000000000016 -0.13513499999999998 1.0000000180025095e-35 -0.10891999999999999 -0.081214999999999996 -0.077589999999999978 -0.00094999999999999989 -0.069144999999999984 0.041590000000000009 -0.092364999999999989 -0.10346499999999999 0.086095000000000019 -0.077849999999999989 0.0096550000000000021 -0.082284999999999983 -0.055679999999999993 -0.014854999999999998
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 2 5 4 11 9 -4 12 -5 10 -1 -2 14 16 15 -8 -14 -16 19 -11 -21 -9
right_child=3 -3 6 8 -6 -7 7 21 -10 18 -12 -13 13 -15 17 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0095704239791960157 0.010282165296561103 0.00040180168026036054 0.013943074102177287 0.0031060094830958193 -0.0012923618205492504 0.0036310822806266043 0.0079850480104326077 0.01314684696105659 -0.004627269556631744 0.0060494654010593025 0.021211337618679143 0.0031850678086648783 0.0056120674533189979 -0.0017395300671485354 0.0084907505039954201 -9.3368782741553951e-05 0.011903497170938075 0.013315643047858181 0.0052153944020266463 0.0085066321770746068 0.014476754803527106 0.0087733240644653106
leaf_weight=86 68 68 52 61 65 57 121 66 89 77 53 55 555 52 291 78 66 67 56 115 119 66
leaf_count=86 68 68 52 61 65 57 121 66 89 77 53 55 555 52 291 78 66 67 56 115 119 66
internal_value=0 0.00780796 0.00806179 0.00168048 0.00420406 0.00998912 0.00729313 0.00703793 -0.00147043 0.0107018 0.014022 0.00712327 0.00661409 0.00566103 0.00776241 0.00480961 0.00628361 0.00939875 0.00943939 0.0101942 0.0115504 0.0109737
internal_weight=0 2045 1977 338 188 563 1414 1362 150 506 139 123 1230 673 557 199 621 358 367 311 234 132
internal_count=2383 2045 1977 338 188 563 1414 1362 150 506 139 123 1230 673 557 199 621 358 367 311 234 132
is_linear=0
shrinkage=0.16829


Tree=9339
num_leaves=22
num_cat=0
split_feature=4 2 40 52 2 14 0 0 47 16 14 0 4 402 403 0 50 2 124 16 401
split_gain=5.79979 1.71502 1.01947 0.783783 0.339828 0.313028 0.224036 0.197525 0.272758 0.196389 0.296508 0.272206 0.195044 0.147086 0.162367 0.135782 0.20644 0.0990132 0.0935818 0.0505011 0.0147041
threshold=0.30163500000000004 0.10774000000000002 -0.065969999999999987 -0.41304999999999997 0.14271500000000001 0.062655000000000016 -0.10653 -0.097604999999999983 0.078875000000000015 -0.54150999999999994 -0.41790499999999997 -0.10075499999999998 0.0047850000000000011 0.085345000000000018 -0.083044999999999994 -0.076539999999999983 0.090390000000000012 0.092155000000000015 -0.083859999999999976 -0.052894999999999991 0.093690000000000009
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 2 18 -3 6 7 -5 8 12 -2 -11 -12 -4 15 -15 17 -17 -9 -1 -8 -16
right_child=9 3 5 4 -6 -7 19 13 -10 10 11 -13 -14 14 20 16 -18 -19 -20 -21 -22
leaf_value=0.00059758853309850027 0.00062790711710343267 0.0010437883146142595 0.00069947764773679757 0.00058753654665292935 0.00046557050273442435 0.0012588867797304404 0.00090072760537216433 0.0010586724630488608 0.0011240975345178867 0.00059483337307421791 0.00049446874419455675 0.00020445390839492447 0.00094701035354557322 0.0012846366447138795 0.0011017016715714476 0.00092523726390038698 0.0011349008874426028 0.00095478128421092067 0.00079741711920236426 0.00075804871197396198 0.0010139228004548669
leaf_weight=54 55 78 59 70 69 64 56 765 55 63 60 87 90 52 63 278 65 124 53 64 59
leaf_count=54 55 78 59 70 69 64 56 765 55 63 60 87 90 52 63 278 65 124 53 64 59
internal_value=0 0.000969283 0.00101019 0.00075301 0.000665303 0.00103019 0.000737652 0.00102108 0.00092351 0.00045121 0.000404765 0.000323067 0.000849231 0.00103521 0.00112701 0.00102221 0.000965072 0.00104422 0.000696898 0.000824926 0.00105954
internal_weight=0 2118 1781 337 259 1674 190 1610 204 265 210 147 149 1406 174 1232 343 889 107 120 122
internal_count=2383 2118 1781 337 259 1674 190 1610 204 265 210 147 149 1406 174 1232 343 889 107 120 122
is_linear=0
shrinkage=0.0032998


Tree=9340
num_leaves=24
num_cat=0
split_feature=1 3 124 10 4 1 4 3 151 43 3 3 4 3 43 3 133 4 3 402 4 1 4
split_gain=5.4027 1.45367 0.611114 0.393095 0.31049 0.242661 0.241331 0.175639 0.151679 0.162462 0.148994 0.10947 0.124031 0.0806642 0.0731668 0.092792 0.0711951 0.0802255 0.0676826 0.0592235 0.0278828 0.0261924 0.0170686
threshold=0.10574000000000001 -0.058704999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.36766000000000004 0.14262000000000002 0.24099500000000004 -0.081224999999999978 -0.085764999999999994 -0.092454999999999982 -0.13795999999999997 -0.080634999999999984 -0.076184999999999989 0.081640000000000004 -0.049364999999999992 0.20828500000000003 0.071360000000000021 -0.087839999999999988 -0.036004999999999988 -0.091164999999999982 -0.086369999999999988 0.11588000000000001 -0.13833499999999996
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 4 -1 -3 21 14 7 8 -4 16 -11 -9 22 18 -5 -16 17 -10 -14 -12 -18 -2 -13
right_child=1 3 6 5 -6 -7 -8 11 9 10 19 12 13 -15 15 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.00055037003849992146 0.00085585372395418908 9.8193825035213406e-05 0.00074997742246452103 0.00033792812735009486 0.00050400545111956995 0.00017904399588558693 0.00062088576212479703 0.0006664795751477134 0.00064896703074756614 0.0010456827324049709 0.0007842379014337894 0.00085732907723692128 0.00079110654507100187 0.00067287552172284361 0.00053837376478606974 0.00036160519470754114 0.00092780048952770624 0.00083061218140324008 0.00092035344739919229 0.00090437588625085169 0.00081358130412762474 0.00074283390101000546 0.00094062162389770606
leaf_weight=86 52 72 103 73 63 56 56 61 52 83 54 66 396 59 85 55 54 61 54 534 58 55 79
leaf_count=86 52 72 103 73 63 56 56 61 52 83 54 66 396 59 85 55 54 61 54 534 58 55 79
internal_value=0 0.000439872 0.000823213 0.000315414 0.000689312 0.000373424 0.000836449 0.000843472 0.000872146 0.000886151 0.000912292 0.000803358 0.000816071 0.000791252 0.000424363 0.000469181 0.000808037 0.000747335 0.000806694 0.000893403 0.000868966 0.000798089 0.000902952
internal_weight=0 511 1856 341 170 269 1770 1714 999 896 671 715 654 509 213 140 225 113 450 588 112 107 145
internal_count=2367 511 1856 341 170 269 1770 1714 999 896 671 715 654 509 213 140 225 113 450 588 112 107 145
is_linear=0
shrinkage=0.0032998


Tree=9341
num_leaves=25
num_cat=0
split_feature=12 2 13 2 2 2 43 12 11 2 2 160 13 2 12 12 3 2 3 402 3 2 12 43
split_gain=5.68534 1.53051 1.02131 0.691504 0.459101 0.331995 0.291285 0.263277 0.325093 0.213436 0.187814 0.152024 0.145915 0.140059 0.128616 0.120707 0.0915884 0.0684486 0.0681571 0.0719235 0.0644689 0.0552313 0.0307946 0.0224646
threshold=0.077755000000000005 0.13106000000000004 -0.0042049999999999995 0.10613000000000002 -0.021884999999999998 0.11237500000000002 -0.078139999999999973 0.099815000000000015 1.0000000180025095e-35 0.082885000000000014 0.097220000000000015 -1.0000000180025095e-35 -0.049414999999999994 0.097220000000000015 -0.086449999999999985 0.083970000000000017 -0.086819999999999994 0.084535000000000013 -0.081734999999999988 -0.086719999999999978 0.11745500000000002 0.10161500000000002 0.096265000000000003 -0.078139999999999973
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 7 4 9 -1 6 -6 8 13 -4 -10 -11 -9 15 -7 16 -2 -14 19 -17 -5 -19 -20 -15
right_child=1 -3 3 20 5 14 -8 12 10 11 -12 -13 17 23 -16 18 -18 21 22 -21 -22 -23 -24 -25
leaf_value=0.00073259360670648325 0.0015060508552733143 0.00098049143545402961 0.0012016849210695335 0.0011326616789475085 0.0010237463789553476 0.0010542488366371058 0.0013683172802744724 0.0012939241120920944 0.0018152577589307939 0.0015805685658243679 0.0015572032594446167 0.0013483331122466466 0.0013681305062082591 0.0014484890452173629 0.00084938292395811096 0.0014659386627717316 0.0013068440757301432 0.0015790863540997959 0.0014842821252080824 0.0015718212559343646 0.00097301947432118171 0.0014358623843823473 0.0015811879372539907 0.0013441093380970963
leaf_weight=63 59 63 52 70 58 64 52 84 64 61 66 70 65 69 77 94 52 68 359 521 54 70 54 58
leaf_count=63 59 63 52 70 58 64 52 84 64 61 66 70 65 69 77 94 52 68 359 521 54 70 54 58
internal_value=0 0.00148706 0.00111915 0.00125491 0.000986301 0.00104984 0.00118695 0.001506 0.00152503 0.00138446 0.00168452 0.00145674 0.00141328 0.00150863 0.000942622 0.00152059 0.00141305 0.0014625 0.00153216 0.00155569 0.00106342 0.00150669 0.00149704 0.0014011
internal_weight=0 1746 621 307 314 251 110 1683 1396 183 130 131 287 1266 141 1139 111 203 1028 615 124 138 413 127
internal_count=2367 1746 621 307 314 251 110 1683 1396 183 130 131 287 1266 141 1139 111 203 1028 615 124 138 413 127
is_linear=0
shrinkage=0.0032998


Tree=9342
num_leaves=24
num_cat=0
split_feature=4 12 150 2 2 2 11 3 2 15 12 133 15 457 13 2 12 2 13 482 13 13 133
split_gain=5.93475 2.4158 0.790896 0.629899 0.497132 0.720275 0.279481 0.270435 0.43208 0.33051 0.206001 0.181576 0.156086 0.107809 0.104034 0.102058 0.100913 0.0850208 0.0718209 0.0671684 0.0613454 0.0462255 0.0381905
threshold=0.40124500000000002 0.077755000000000005 0.083825000000000011 0.12708000000000003 0.10613000000000002 0.064660000000000009 1.0000000180025095e-35 -0.11255999999999998 0.10045500000000002 -0.42075999999999997 0.093225000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.080930000000000016 -0.0016149999999999999 0.091205000000000008 0.083970000000000017 0.10272000000000002 -0.087359999999999979 0.099135000000000015 -0.053824999999999991 -0.0073499999999999998 -0.14051499999999997
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=1 2 4 6 5 -1 11 -2 -9 -10 -8 15 -7 -4 -6 18 -13 19 22 -18 -19 -20 -3
right_child=7 3 13 -5 14 12 10 8 9 -11 -12 16 -14 -15 -16 -17 17 20 21 -21 -22 -23 -24
leaf_value=0.00057205487844047857 0.00056090821786152487 0.0010345117332156892 0.00034601301938851368 0.00060974884367460838 0.00047893125014899525 0.00089036979784582371 0.001232047186886189 6.4544758834200416e-05 0.00057745758669930749 0.00024952392297655101 0.0009813591354000718 0.00082169862935335528 0.0011138521642777245 0.00054792596017247462 0.00069142884332450366 0.0009145475498620741 0.0009657380800014968 0.00092931729648955863 0.0010973319234131057 0.00083833180685349569 0.00077216688852365712 0.0010073660762411063 0.00091228253454851867
leaf_weight=63 62 57 55 54 52 74 77 56 66 69 71 87 68 64 52 106 688 65 181 53 54 118 75
leaf_count=63 62 57 55 54 52 74 77 56 66 69 71 87 68 64 52 106 688 65 181 53 54 118 75
internal_value=0 0.000905881 0.000684198 0.000962135 0.00077239 0.000867021 0.000973773 0.000370853 0.000308975 0.000410108 0.00111202 0.000959962 0.000997638 0.000454901 0.000585519 0.00100923 0.000931986 0.000943102 0.00103244 0.000956673 0.000858301 0.00106194 0.00096533
internal_weight=0 2114 428 1686 309 205 1632 253 191 135 148 1484 142 119 104 537 947 860 431 741 119 299 132
internal_count=2367 2114 428 1686 309 205 1632 253 191 135 148 1484 142 119 104 537 947 860 431 741 119 299 132
is_linear=0
shrinkage=0.0032998


Tree=9343
num_leaves=15
num_cat=0
split_feature=4 40 13 376 13 4 0 49 42 150 0 43 4 157
split_gain=2.87445 1.21304 0.433834 0.271556 0.202312 0.17387 0.257792 0.182761 0.160614 0.113297 0.287221 0.193343 0.0915213 0.0606788
threshold=0.30163500000000004 -0.026419999999999996 -0.28558999999999996 0.080200000000000007 -0.24588999999999997 -0.37983499999999992 -0.037794999999999995 0.12158500000000001 0.086855000000000016 0.081245000000000026 -0.14989499999999997 -0.074359999999999996 0.49433000000000005 -0.0048549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 13 7 9 12 10 -7 -11 -6 -4
right_child=4 2 5 -5 8 6 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.00059021096359725557 0.00018629673164044169 0.00046894139329491162 0.00095672533218610562 0.00031335379200517064 0.00059211156459397919 0.0009661547071821427 0.00053156246393412079 0.00060411269832609483 0.00030951350027835599 0.00077685754051294792 0.00076791543184274004 0.00052004362782101055 0.00040782638952412852 0.00081469909510362474
leaf_weight=79 53 56 63 77 57 86 55 77 91 85 1387 53 65 83
leaf_count=79 53 56 63 77 57 86 55 77 91 85 1387 53 65 83
internal_value=0 0.000734316 0.000756798 0.000453783 0.000369941 0.000765313 0.000756002 0.000763294 0.000415471 0.000770881 0.000779513 0.000678481 0.000494216 0.000876226
internal_weight=0 2101 1945 156 266 1889 1743 1688 213 1611 1473 138 122 146
internal_count=2367 2101 1945 156 266 1889 1743 1688 213 1611 1473 138 122 146
is_linear=0
shrinkage=0.0032998


Tree=9344
num_leaves=19
num_cat=0
split_feature=1 3 2 2 4 2 2 2 1 3 0 13 16 16 2 15 52 1
split_gain=11.3607 2.38541 1.30432 1.0565 0.541515 0.521736 0.521057 0.639893 0.394979 0.271963 0.432708 0.230467 0.216298 0.316782 0.170963 0.148105 0.0793477 0.0501145
threshold=0.10752500000000002 -0.058704999999999993 0.10161500000000002 -1.0000000180025095e-35 -0.42305999999999994 0.11444000000000001 0.14794000000000004 -1.0000000180025095e-35 0.084795000000000023 0.091170000000000015 -0.14910999999999999 -0.099939999999999987 0.25032500000000008 0.081265000000000018 0.12358500000000001 -0.077559999999999976 0.026115000000000003 0.11859500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 -4 -2 7 -3 14 10 -5 -12 13 -13 16 17 -6 -9
right_child=1 6 4 9 8 -7 -8 15 -10 -11 11 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00080691966230373889 0.0011002021363706576 0.00024947267886724647 0.0012537828313589415 0.0014732221031394251 0.00097355931357649532 0.0006808652694679897 0.00019019247996678449 0.00061564566398661694 0.00071670940736450839 0.00099951368076211752 0.0010020279449237223 0.0012277538852477909 0.0010379238127800363 0.0014807832380467182 0.00082911449146809999 0.00074860967241420419 0.001120385468822856 0.00046580084011656702
leaf_weight=69 88 75 69 80 87 52 77 52 74 57 52 1161 63 58 53 61 87 52
leaf_count=69 88 75 69 80 87 52 77 52 74 57 52 1161 63 58 53 61 87 52
internal_value=0 0.000585755 0.00116511 0.00120748 0.000988661 0.0009447 0.000427119 0.000502986 0.000927769 0.00122625 0.00123536 0.00122107 0.00122993 0.00123982 0.000996417 0.000618005 0.00104717 0.000541062
internal_weight=0 457 1910 1540 370 140 317 240 301 1471 1414 1334 1282 1219 227 165 174 104
internal_count=2367 457 1910 1540 370 140 317 240 301 1471 1414 1334 1282 1219 227 165 174 104
is_linear=0
shrinkage=0.0032998


Tree=9345
num_leaves=28
num_cat=0
split_feature=1 3 2 10 2 14 1 2 2 14 3 1 11 1 43 43 3 1 2 43 3 403 2 43 1 403 1429
split_gain=9.95087 2.13665 0.879487 0.73839 0.447318 0.433914 0.37354 0.287114 0.652179 0.477977 0.267965 0.240164 0.199961 0.500429 0.199357 0.151658 0.126114 0.121614 0.104651 0.0773862 0.114926 0.0964232 0.0599016 0.0567645 0.0406513 0.0401306 0.0361457
threshold=0.104035 -0.058704999999999993 0.092155000000000015 -0.011559999999999999 0.11500500000000001 0.062655000000000016 0.095695000000000016 -1.0000000180025095e-35 0.10981000000000002 -1.0000000180025095e-35 0.085315000000000016 0.11570500000000002 1.0000000180025095e-35 0.084525000000000003 -0.041094999999999993 1.0000000180025095e-35 0.12991000000000003 0.087930000000000022 0.12399000000000002 -0.080819999999999989 -0.082454999999999987 -0.067394999999999983 0.085465000000000013 -0.082144999999999982 0.087930000000000022 0.054065000000000009 0.084105000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -3 11 6 10 -5 -9 -10 14 -2 13 18 22 17 -11 -16 19 20 -4 -21 23 -1 -17 -23 -24
right_child=1 3 12 7 -6 -7 -8 8 9 16 -12 -13 -14 -15 15 24 -18 -19 -20 21 -22 25 26 -25 -26 -27 -28
leaf_value=0.0011140664528736547 0.0012191674973054377 0.00015773732869100012 0.0011089068696967664 0.00038017998848709065 0.00071732824647009318 0.001538578486553214 0.0010077369351124137 0.00096451128268173233 0.00080187871808024306 0.00032435268841254613 0.0010162211987109688 0.00092006682391002623 0.0012786124448573466 0.00082300374663224116 0.0013157255493681476 0.0012594103449619259 0.00053467276404730874 0.0014851446321600839 0.00096947347819227158 0.0012131990696974846 0.0013187154511216453 0.0010395282812904142 0.0012216879118414686 0.0012279961311591084 0.001139808588334356 0.0011502018475475564 0.0013218851398315357
leaf_weight=120 65 52 71 60 54 52 80 52 55 62 55 56 56 79 261 128 65 61 56 65 53 185 238 98 52 54 60
leaf_count=120 65 52 71 60 54 52 80 52 55 62 55 56 56 79 261 128 65 61 56 65 53 185 238 98 52 54 60
internal_value=0 0.000671635 0.0011889 0.000521129 0.000969005 0.00124104 0.00122759 0.000585283 0.000637723 0.000544161 0.00124395 0.00108103 0.00108734 0.00106825 0.00125621 0.00130394 0.000432274 0.00134793 0.00110821 0.00112628 0.00119887 0.00109655 0.00120971 0.00116544 0.00122505 0.00106468 0.00124198
internal_weight=0 521 1824 346 175 1205 1153 294 234 182 1073 121 619 563 1018 502 127 322 484 428 124 304 516 218 180 239 298
internal_count=2345 521 1824 346 175 1205 1153 294 234 182 1073 121 619 563 1018 502 127 322 484 428 124 304 516 218 180 239 298
is_linear=0
shrinkage=0.0032998


Tree=9346
num_leaves=25
num_cat=0
split_feature=1 3 2 2 4 124 2 4 3 2 3 4 4 4 2 12 43 3 1212 43 43 4 4 43
split_gain=4.74312 0.959467 0.430576 0.371549 0.352783 0.316178 0.207168 0.165379 0.204837 0.129192 0.104171 0.0845447 0.0833304 0.0741253 0.0716086 0.0660963 0.0595198 0.0570974 0.0503318 0.050207 0.0489264 0.0417699 0.0367226 0.0268845
threshold=0.104035 -0.058704999999999993 0.14721500000000001 -1.0000000180025095e-35 0.10440500000000001 -0.080389999999999989 0.098365000000000022 -0.078129999999999991 0.084735000000000019 0.10981000000000002 0.10323000000000002 -0.26545999999999997 -0.082384999999999986 0.064645000000000022 0.091205000000000008 0.085665000000000005 -0.0045949999999999993 -0.077584999999999987 0.089995000000000019 -0.15924499999999997 0.024635000000000004 0.036620000000000007 -0.011809999999999999 -0.012534999999999999
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=5 4 3 -3 -2 -1 7 11 13 -5 -11 -7 18 14 22 -8 -14 21 19 -13 -19 -17 -9 -16
right_child=1 2 -4 9 -6 6 15 8 -10 10 -12 12 16 -15 23 17 -18 20 -20 -21 -22 -23 -24 -25
leaf_value=0.00047223689941488069 0.00068727727359068074 0.0001132063119271513 3.2987042198214379e-05 0.00052233013920989491 0.00038888896200855885 0.00089492401784090113 0.00055596718429194508 0.0006934966142683308 0.00050089604078606162 0.00021466980541615886 0.00040452508402895744 0.00084116105843421037 0.00087593679687385066 0.00082249373069178853 0.00067704749026706627 0.00077058742507926463 0.00075683489861021929 0.00056958861681176464 0.00062876482748889194 0.00072233298394177149 0.00069641670618336812 0.00064439422924734188 0.00075099696713622384 0.00058157722844607207
leaf_weight=62 93 75 79 56 82 61 80 264 53 52 84 53 98 68 97 77 101 89 52 213 60 54 282 60
leaf_count=62 93 75 79 56 82 61 80 264 53 52 84 53 98 68 97 77 101 89 52 213 60 54 282 60
internal_value=0 0.000348382 0.000247488 0.000310822 0.000547662 0.000705528 0.000713716 0.000732028 0.00070156 0.000387833 0.000332192 0.000775403 0.000761233 0.000715309 0.000704891 0.000642303 0.000815665 0.000666845 0.000727059 0.000746142 0.000620897 0.000718838 0.000723259 0.000640786
internal_weight=0 521 346 267 175 1824 1762 1402 824 192 136 578 517 771 703 360 199 280 318 266 149 131 546 157
internal_count=2345 521 346 267 175 1824 1762 1402 824 192 136 578 517 771 703 360 199 280 318 266 149 131 546 157
is_linear=0
shrinkage=0.0032998


Tree=9347
num_leaves=23
num_cat=0
split_feature=1 1 124 16 3 1 1453 49 52 0 49 16 158 43 3 1 1 0 1212 1 1212 0
split_gain=0.590493 0.220724 0.0918495 0.0773533 0.0879146 0.12748 0.0772865 0.0765054 0.136314 0.131698 0.0646851 0.0636963 0.0589104 0.0555166 0.0624769 0.0531428 0.0493612 0.0310073 0.0292108 0.0433469 0.0207461 0.0143076
threshold=0.11302500000000001 0.14787500000000001 -0.085309999999999983 -0.068504999999999996 -0.13088999999999998 0.10282000000000001 -0.013154999999999998 -0.0096099999999999988 -0.0059799999999999992 -0.11471499999999998 0.12158500000000001 -0.38959499999999997 0.083490000000000023 -0.077824999999999991 0.0012800000000000001 0.08845500000000002 0.091275000000000009 0.062580000000000011 0.08401500000000002 0.077300000000000021 0.092585000000000015 -0.099059999999999995
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 11 -1 7 17 6 -6 9 -9 -4 12 21 -8 -13 -15 18 -17 -5 19 -10 -20 -2
right_child=1 -3 3 4 5 -7 10 8 15 -11 -12 13 -14 14 -16 16 -18 -19 20 -21 -22 -23
leaf_value=0.0061300271622882953 0.0054348411364050723 -0.0045448102802548131 0.0036216649789010762 0.018225181291361896 0.0053775283637920194 0.0024500306569085815 0.01146022552177218 0.021967557550324444 0.013862434324446905 0.015014555973394957 0.0059517714696503184 0.0038673847303107014 0.016490546495635115 0.014286792583772339 0.0067646860552632738 0.02032955793169474 0.013850664881384235 0.012542448280563291 0.0076743403039230794 0.0091915965740280679 0.012146746889558566 0.0016077635950758954
leaf_weight=74 52 62 59 61 63 52 615 56 416 57 55 54 76 61 67 54 97 55 54 68 74 63
leaf_count=74 52 62 59 61 63 52 615 56 416 57 55 54 76 61 67 54 97 55 54 68 74 63
internal_value=0 0.00457125 0.0119964 0.0122225 0.011164 0.0105715 0.0110913 0.0133267 0.013904 0.00923538 0.0115714 0.00648032 0.0120161 0.00844594 0.0103635 0.0133098 0.0161795 0.0155463 0.0125988 0.0132099 0.010274 0.00335389
internal_weight=0 359 1986 1912 977 861 809 935 819 116 746 297 691 182 128 763 151 116 612 484 128 115
internal_count=2345 359 1986 1912 977 861 809 935 819 116 746 297 691 182 128 763 151 116 612 484 128 115
is_linear=0
shrinkage=0.16829


Tree=9348
num_leaves=21
num_cat=0
split_feature=15 3 148 49 14 15 47 42 402 42 3 481 1456 133 13 3 15 133 50 3
split_gain=0.25285 0.119385 0.101768 0.104296 0.0861635 0.0684409 0.0560849 0.0694399 0.116779 0.081585 0.0570319 0.0551619 0.0930883 0.0511408 0.130899 0.0682993 0.069326 0.0654849 0.0483579 0.0033206
threshold=-0.2987999999999999 -0.072579999999999992 -0.062044999999999996 0.13087000000000001 -0.42495999999999995 -0.53159999999999996 0.11043500000000002 0.10059500000000002 -0.035114999999999993 0.091315000000000021 -0.081509999999999985 -0.08452999999999998 -0.088849999999999985 0.092845000000000011 -0.28558999999999996 -0.0053599999999999993 -0.031659999999999994 -1.0000000180025095e-35 0.10377500000000002 -0.076554999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 -3 13 -1 -6 7 9 -9 11 -11 -2 -13 14 -4 17 -17 -16 -14 -12
right_child=1 2 3 -5 5 -7 -8 8 -10 10 19 12 18 -15 15 16 -18 -19 -20 -21
leaf_value=0.0086637922603638468 0.006444937099509729 0.00062398389976499845 0.00057392955821973014 0.0012427032880777717 0.0050966730961994671 -0.0028679341778409793 0.0051865054369382097 0.0096134003377466928 0.020057039014303998 0.0021125533590761235 0.0078316136809717662 0.018051271999849464 0.010335939857685342 0.012673806843949682 0.010751386283613627 0.008643614503154682 0.015081324281208473 0.004860588483419726 0.014588600727281374 0.0099354402463944936
leaf_weight=52 81 54 56 55 53 72 58 67 57 53 60 52 926 90 91 106 89 134 85 54
leaf_count=52 81 54 56 55 53 72 58 67 57 53 60 52 926 90 91 106 89 134 85 54
internal_value=0 0.009535 0.00766749 0.00827708 0.0029048 0.000494687 0.0103781 0.0105867 0.0144286 0.0102219 0.00671838 0.0107318 0.0110568 0.00895746 0.00825101 0.00927035 0.0115911 0.00725107 0.0106953 0.00884392
internal_weight=0 2168 675 621 177 125 1493 1435 124 1311 167 1144 1063 566 476 420 195 225 1011 114
internal_count=2345 2168 675 621 177 125 1493 1435 124 1311 167 1144 1063 566 476 420 195 225 1011 114
is_linear=0
shrinkage=0.16829


Tree=9349
num_leaves=26
num_cat=0
split_feature=1 3 10 4 16 41 16 4 4 150 4 12 4 16 4 12 3 1429 3 16 52 12 1 3 16
split_gain=8.15699 1.79522 0.960048 0.560353 0.44243 0.305276 0.312106 0.331403 0.492597 0.275537 0.210154 0.227603 0.201063 0.268409 0.197115 0.183495 0.128053 0.108455 0.100071 0.0855926 0.0587556 0.116058 0.0503145 0.0187265 0.0183318
threshold=0.104035 -0.058704999999999993 -0.0010949999999999998 0.036620000000000007 -0.24900499999999998 0.075585000000000013 -0.011859999999999997 -0.47860499999999995 -0.099704999999999974 0.081245000000000026 0.029980000000000003 -0.089089999999999989 0.25472500000000003 -0.052894999999999991 -0.0083249999999999973 0.090255000000000016 -0.072419999999999984 0.083960000000000021 0.11924500000000002 -0.073494999999999991 0.087375000000000008 0.083970000000000017 0.11570500000000002 -0.087244999999999975 -1.0000000180025095e-35
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 4 -3 5 -2 6 9 -8 -9 16 -4 -12 13 15 17 -5 20 -10 -13 -18 21 -1 -6 -22 -16
right_child=1 2 10 12 22 -7 7 8 14 -11 11 18 -14 -15 24 -17 19 -19 -20 -21 23 -23 -24 -25 -26
leaf_value=0.0013260562078710656 0.00064316164122173647 0.00010612227754886301 0.00067522919768027499 0.0011564776718319238 0.0010720199229966123 0.0013331579766847341 0.0012126369010298477 0.00068875250771528826 0.0010089270388863444 0.00089022731155705094 0.00066683295879041589 0.00048569304322711897 0.00075281147032897503 0.00081542082264110939 0.0010967303281309284 0.000903566951185178 0.0011418212332265395 0.000844275663066502 0.00030141252469053709 0.0009675136210481294 0.0010629655209783507 0.0011549254859811475 0.00092367140623472732 0.0011312372854033444 0.0011974197297374678
leaf_weight=52 62 68 91 86 52 55 83 55 261 56 52 78 59 77 59 52 55 56 57 83 87 397 61 199 52
leaf_count=52 62 68 91 86 52 55 83 55 261 56 52 78 59 77 59 52 55 56 57 83 87 397 61 199 52
internal_value=0 0.000596187 0.000458217 0.00106452 0.000868774 0.00108897 0.00107996 0.00101818 0.000984689 0.00111757 0.000544214 0.000480269 0.000926101 0.00097349 0.00102264 0.00106143 0.00113211 0.000979952 0.000408147 0.00103724 0.00114988 0.00117482 0.00099225 0.00111059 0.00114422
internal_weight=0 521 346 1824 175 1550 1495 566 483 929 278 187 274 215 428 138 873 317 135 138 735 449 113 286 111
internal_count=2345 521 346 1824 175 1550 1495 566 483 929 278 187 274 215 428 138 873 317 135 138 735 449 113 286 111
is_linear=0
shrinkage=0.0032998


Tree=9350
num_leaves=16
num_cat=0
split_feature=4 1453 0 0 52 150 0 52 51 51 41 4 4 0 2
split_gain=0.27279 0.10689 0.092776 0.132417 0.0748188 0.0730967 0.0704862 0.065232 0.0643258 0.0849716 0.0494429 0.0462065 0.305218 0.0398643 0.0237917
threshold=0.36766000000000004 -0.077764999999999987 -0.13314999999999996 -0.14822499999999997 -0.56073999999999991 0.082295000000000021 -0.22607999999999998 0.05118000000000001 0.11178000000000002 0.13775500000000004 0.075585000000000013 -0.38908499999999996 -0.097514999999999977 -0.072864999999999985 0.099145000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 7 -3 13 10 -10 11 14 -13 -2 -6
right_child=5 2 4 -5 8 -7 -8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=0.01529989207819428 -0.0036338375228187267 0.0034863468446254546 0.014885380921194133 -3.3775007977291287e-05 0.014672811343800765 0.0076743672452178335 0.011382688870335306 0.0060003517552488055 0 0.0087288120044435452 0.01388359477816143 -0.0037619562687240078 0.0088775980111205719 0.0022210840131219167 0.009445294424771147
leaf_weight=65 74 53 55 87 53 61 84 52 57 72 54 56 1451 59 52
leaf_count=65 74 53 55 87 53 61 84 52 57 72 54 56 1451 59 52
internal_value=0 0.00854674 0.00833422 0.00508029 0.00872724 0.00261826 0.00834101 0.000941396 0.00853755 0.00488576 0.00881924 0.00864847 0.00840672 -0.00102303 0.0121011
internal_weight=0 2139 2074 224 1850 246 137 185 1795 129 1666 1612 1507 133 105
internal_count=2385 2139 2074 224 1850 246 137 185 1795 129 1666 1612 1507 133 105
is_linear=0
shrinkage=0.16829


Tree=9351
num_leaves=21
num_cat=0
split_feature=1 1 12 39 13 12 14 0 15 1 1 0 12 1 48 0 39 43 132 1
split_gain=5.31056 1.01517 0.629978 0.399519 0.329894 0.287838 0.282206 0.420757 0.230924 0.162899 0.151638 0.147876 0.146686 0.141909 0.12394 0.130205 0.087497 0.0708173 0.0621753 0.0129039
threshold=0.104035 0.12337000000000002 0.090535000000000018 0.081875000000000017 -1.0000000180025095e-35 0.11769500000000001 0.062655000000000016 -0.10075499999999998 -0.10981499999999998 0.092550000000000007 0.111945 -0.081224999999999978 0.083425000000000013 0.083555000000000018 0.088965000000000002 0.040035000000000008 0.088780000000000012 -0.079854999999999995 -0.083284999999999984 0.11000000000000001
decision_type=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 16 6 7 8 -1 -5 -4 12 -9 -10 15 -13 -3 -2 -14 -19
right_child=1 4 10 9 -6 -7 -8 11 13 -11 -12 14 18 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0011704683450490657 0.00066757355943254887 0.00042766531317149859 0.0012186200145879399 0.0010790028008254549 0.00078142090657484461 0.00093595461821920013 0.0013930300106749244 0.001380786391135312 0.0010439657148676674 0.00081419613845698079 0.0009757197630001688 0.0011324679818924834 0.0012886346257342434 0.00080450167959227352 0.00098426142509865111 0.001269349360639356 0.0005929837554687744 0.00076750845252780903 0.0011854475206627083 0.00084630419026241388
leaf_weight=61 53 76 52 53 72 62 60 53 52 52 67 507 80 61 54 95 69 53 673 80
leaf_count=61 53 76 52 53 72 62 60 53 52 52 67 507 80 61 54 95 69 53 673 80
internal_value=0 0.000770944 0.000893922 0.00114777 0.000597932 0.00115967 0.00116783 0.00115955 0.00100477 0.000948196 0.00108216 0.00117794 0.00120862 0.000915009 0.0011402 0.00115413 0.000506577 0.000773302 0.00119646 0.000815169
internal_weight=0 522 305 1863 217 1758 1696 1636 174 105 119 1462 806 113 656 602 145 186 753 133
internal_count=2385 522 305 1863 217 1758 1696 1636 174 105 119 1462 806 113 656 602 145 186 753 133
is_linear=0
shrinkage=0.0032998


Tree=9352
num_leaves=19
num_cat=0
split_feature=3 1452 484 2 157 3 13 3 4 133 13 1 16 16 1 16 15 52
split_gain=0.311181 0.09053 0.100026 0.0894006 0.125363 0.117493 0.0945453 0.0924644 0.0713861 0.107266 0.076644 0.070031 0.072034 0.0713624 0.0692636 0.0385077 0.119026 0.0368351
threshold=0.31840500000000005 1.0000000180025095e-35 -0.067064999999999986 0.08647500000000001 -0.081889999999999991 -0.11255999999999998 -0.10899499999999999 0.0025650000000000004 -0.088004999999999986 0.024130000000000002 -0.0083549999999999978 0.10947000000000001 0.51921500000000009 -0.059624999999999991 0.10080500000000002 0.21684500000000004 -0.047584999999999995 -0.092059999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 -5 -7 10 -10 12 15 -13 -11 17 -17 -8
right_child=-2 2 -4 6 5 8 11 -9 9 14 -12 13 -14 -15 -16 16 -18 -19
leaf_value=0.0013515780216743359 -0.0038451073625065659 0.0072933089328076585 0.017522501750296075 -0.0027817238356151676 0.015366985724590668 0.0030117581351758248 0.011499966443170251 0.006837153073049297 0.0092742819717839941 0.0076856299995129483 0.01425691053379754 0.0065353607591456036 0.012822428760349173 -0.00088489881560164315 0.00058854127469787213 0.0082708445283600617 -0.0015059206311439761 0.0072419946548069351
leaf_weight=61 68 55 55 58 82 60 64 55 371 153 117 93 68 60 53 94 56 762
leaf_count=61 68 55 55 58 82 60 64 55 371 153 117 93 68 60 53 94 56 762
internal_value=0 0.0076878 0.0124242 0.00745092 0.00875132 0.00928911 0.00655912 0.00188413 0.00862573 0.0091085 0.0104726 0.00699895 0.00749334 0.00361371 0.0058684 0.00712021 0.00460888 0.00757409
internal_weight=0 2317 110 2207 897 836 1310 113 754 694 488 1197 1044 153 206 976 150 826
internal_count=2385 2317 110 2207 897 836 1310 113 754 694 488 1197 1044 153 206 976 150 826
is_linear=0
shrinkage=0.16829


Tree=9353
num_leaves=12
num_cat=0
split_feature=3 4 4 3 1429 3 3 3 48 3 3
split_gain=0.218074 0.0782031 0.100964 0.0992115 0.086802 0.172353 0.0561424 0.126687 0.0543349 0.0295088 0.0237618
threshold=0.31534000000000006 -0.17689999999999997 -0.099704999999999974 -0.15197999999999998 0.085185000000000011 -0.12077499999999998 -0.081224999999999978 -0.080634999999999984 0.087610000000000007 -0.082039999999999988 -0.022604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 -5 9 -8 10 -7 -1
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.0093751710148351295 -0.0028549382708041625 0.00032602573452278545 3.9806121362029223e-05 0.01610190849475486 0.0012734255062353485 0.0072415886677253362 -0.0018756719471963699 0.0061397420946521291 0.0048020942415742587 0.010891200466334208 0.013772591099738361
leaf_weight=91 74 83 69 55 85 740 59 944 52 71 62
leaf_count=91 74 83 69 55 85 740 59 944 52 71 62
internal_value=0 0.00640938 0.00610159 0.00633766 0.00655913 0.00679856 0.00651549 0.00566646 0.00956265 0.00756331 0.0111689
internal_weight=0 2311 2106 2023 1954 1869 1814 1003 205 811 153
internal_count=2385 2311 2106 2023 1954 1869 1814 1003 205 811 153
is_linear=0
shrinkage=0.16829


Tree=9354
num_leaves=28
num_cat=0
split_feature=1 1 12 16 47 12 51 12 0 42 0 1 16 15 42 155 159 42 51 1446 1212 15 0 42 12 12 16
split_gain=4.38762 0.609922 0.373868 0.323924 0.277869 0.194732 0.16739 0.161696 0.122605 0.117966 0.176494 0.0927275 0.087213 0.105341 0.130707 0.0867001 0.085066 0.0450986 0.0481582 0.0348227 0.0533303 0.0303636 0.0302364 0.0219141 0.0201324 0.0175997 0.0106892
threshold=0.104035 0.12337000000000002 0.054520000000000006 0.4044600000000001 0.085505000000000012 0.090535000000000018 -0.097374999999999975 0.091475000000000015 -0.067659999999999984 -0.0043149999999999994 -0.10023499999999998 0.089790000000000023 -1.0000000180025095e-35 -0.033689999999999991 0.11387000000000001 0.083165000000000003 0.08043500000000002 -0.095859999999999987 0.077225000000000016 0.083830000000000002 0.083355000000000026 -0.050699999999999995 -0.089364999999999986 0.092575000000000018 0.099815000000000015 0.093995000000000009 -0.41863499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 8 16 -1 11 -3 -8 -11 17 13 22 24 21 26 -4 19 20 -19 -14 -9 -23 25 -15 -2
right_child=1 4 7 -5 -6 -7 9 12 -10 10 -12 -13 15 14 -16 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.00083874790052203578 0.00050793065860789161 0.00013665314404302681 0.00075209158259757487 0.00075607483729920374 0.00049281608424540436 0.00062152095220180728 0.00075874894450717024 0.00064144946855533894 0.00032221805345694317 0.00049221311477732211 0.00070588925946702622 0.0007124010329323027 0.00072657697589298821 0.00085587966342439835 0.00071626033710256367 0.00082126926415250815 0.0003086168292153529 0.00083656309632286995 0.0009205519523628813 0.00089981500678941635 0.00074289233157743358 0.00057835745162615546 0.00075501439255964249 0.00067946391990110152 0.00082595890568399678 0.00095185499054912051 0.00043650639102717995
leaf_weight=52 52 80 73 57 60 74 59 55 77 99 76 77 67 54 88 55 55 546 86 87 84 53 63 58 74 57 67
leaf_count=52 52 80 73 57 60 74 59 55 77 99 76 77 67 54 88 55 55 546 86 87 84 53 63 58 74 57 67
internal_value=0 0.000435402 0.000777877 0.000530695 0.000301302 0.000478752 0.000667355 0.000797899 0.000227887 0.000629117 0.000585211 0.000825343 0.00075593 0.000786821 0.00082319 0.00070394 0.000417832 0.00083523 0.000842744 0.000833362 0.00082413 0.000667489 0.00070238 0.000631505 0.000873863 0.000905482 0.000468013
internal_weight=0 522 1863 305 217 248 286 1577 157 234 175 953 624 391 273 233 174 876 803 717 630 178 118 111 185 111 119
internal_count=2385 522 1863 305 217 248 286 1577 157 234 175 953 624 391 273 233 174 876 803 717 630 178 118 111 185 111 119
is_linear=0
shrinkage=0.0032998


Tree=9355
num_leaves=18
num_cat=0
split_feature=1 2 12 2 12 14 0 2 1 52 15 12 43 157 1455 16 43
split_gain=4.53591 1.02131 0.697233 0.420053 0.399921 0.353732 0.216843 0.155979 0.129029 0.124047 0.110592 0.0876064 0.100373 0.0869559 0.0938061 0.0453152 0.0359169
threshold=0.10574000000000001 0.11144000000000001 -1.0000000180025095e-35 0.16394500000000004 -0.085719999999999977 0.054835000000000009 -0.22984499999999997 0.11366500000000002 0.11249000000000002 -1.0000000180025095e-35 -0.26424499999999995 0.099815000000000015 -0.088164999999999979 -0.089089999999999989 0.083760000000000015 0.40052000000000004 0.060785000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 9 -1 6 -6 11 -4 -3 -11 13 -13 -8 -15 -9 -14
right_child=1 3 8 -5 5 -7 7 15 -10 10 -12 12 16 14 -16 -17 -18
leaf_value=0.00051208902254022476 0.00032181302099954634 0.00039393460937300954 0.00080242428557261312 -2.1385950737461261e-05 0.00053168889367819243 0.00098239862128452664 0.00087552391158383014 0.00057400076222271395 0.00060060913261039683 0.00034457761514752097 0.00013525446227865146 0.00079781064353710396 0.00055471111268598603 0.00076539036372103464 0.0006419656976143403 0.00070754600332198622 0.00068282310934557821
leaf_weight=82 97 100 60 52 54 69 77 70 88 52 60 55 52 1191 75 53 54
leaf_count=82 97 100 60 52 54 69 77 70 88 52 60 55 52 1191 75 53 54
internal_value=0 0.000386386 0.00053994 0.00024375 0.000738679 0.000749276 0.000739686 0.000746568 0.000682664 0.000308949 0.000232755 0.000755928 0.000681164 0.000764865 0.000758106 0.000631831 0.000620308
internal_weight=0 509 245 264 1832 1750 1681 1627 148 212 112 1504 161 1343 1266 123 106
internal_count=2341 509 245 264 1832 1750 1681 1627 148 212 112 1504 161 1343 1266 123 106
is_linear=0
shrinkage=0.0032998


Tree=9356
num_leaves=20
num_cat=0
split_feature=4 40 2 2 52 52 4 14 52 12 15 43 52 13 52 15 4 15 15
split_gain=5.34533 2.3339 0.819269 0.458374 0.450924 0.487748 0.395532 0.342785 0.332788 0.316977 0.323658 0.276106 0.236355 0.207638 0.181368 0.135629 0.134566 0.0940536 0.068702
threshold=0.30163500000000004 -0.026419999999999996 0.10859000000000001 0.14530500000000005 -0.41304999999999997 -0.032354999999999988 -0.17689999999999997 0.076175000000000007 -0.012164999999999999 0.083970000000000017 -0.097984999999999989 -0.049364999999999992 -0.12647999999999995 -0.0086749999999999969 -0.011144999999999997 -0.088489999999999985 -0.082249999999999976 0.054100000000000002 -0.45726999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 11 -4 -6 12 9 -1 10 -8 -2 -3 -12 15 -11 -16 -7 -13
right_child=3 2 4 -5 5 17 7 -9 -10 14 13 18 -14 -15 16 -17 -18 -19 -20
leaf_value=0.00033726103699070173 0.00023775281812346498 0.00091710128630706955 0.00092467130985018431 5.3600523560809821e-05 0.00042423718566782703 0.00067110325667673471 0.00098238180292298661 0.0011274350017717381 0.00065282792784970552 0.0006932633360510718 0.00078787833597711787 0.00058865488830709052 0.0012199766994295841 0.00055582656247808607 0.00098930405842202361 0.0008630880788286988 0.00089592553233614391 0.00085422232795760863 0.00042941606106146216
leaf_weight=100 72 52 77 52 80 72 56 62 58 67 104 52 65 73 238 259 668 58 76
leaf_count=100 72 52 77 52 80 72 56 62 58 67 104 52 65 73 238 259 668 58 76
internal_value=0 0.000839377 0.000870947 0.000330384 0.000707696 0.00062797 0.000899425 0.000885132 0.000453325 0.000874854 0.000762225 0.000402172 0.00108567 0.000692372 0.000896126 0.000828294 0.000920494 0.000753074 0.000494382
internal_weight=0 2089 1931 252 287 210 1644 1527 158 1465 233 200 117 177 1232 326 906 130 128
internal_count=2341 2089 1931 252 287 210 1644 1527 158 1465 233 200 117 177 1232 326 906 130 128
is_linear=0
shrinkage=0.0032998


Tree=9357
num_leaves=16
num_cat=0
split_feature=4 1375 13 13 14 484 1447 40 1 4 4 155 3 160 3
split_gain=0.164456 0.111386 0.0820333 0.109517 0.0709863 0.0755614 0.115779 0.0721761 0.0609397 0.0580752 0.190062 0.0592247 0.0504519 0.0311489 0.0218674
threshold=0.25472500000000003 -0.090674999999999992 -0.15714499999999998 -0.054464999999999993 0.080160000000000023 -0.085759999999999989 -0.085024999999999989 -0.013874999999999998 0.10776500000000001 -0.42305999999999994 -0.099704999999999974 0.089630000000000015 -0.080254999999999979 -0.0096849999999999974 -0.082304999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 13 -7 8 -8 11 -11 -9 -5 -3 -15
right_child=2 4 3 12 -6 6 7 9 -10 10 -12 -13 -14 14 -16
leaf_value=-0.0010895263864861987 0.0074362201448595769 0.013338020919319082 -0.0036471846259416513 0.0075362501380619789 0.012585941646134712 -8.6780458952530581e-05 0.0058475910459620997 0.014419060212330104 -0.0015119015690178209 -0.0011875127807457002 0.0070021012144865181 0.0066606156547927313 0.0012157956969887434 0.010328129163703997 0.0056630923473236809
leaf_weight=53 70 53 93 59 57 79 73 56 56 85 1334 58 93 70 52
leaf_count=53 70 53 93 59 57 79 73 56 56 85 1334 58 93 70 52
internal_value=0 0.00649477 0.00235191 0.000891917 0.00669942 0.00652336 0.00618553 0.00648475 0.00263885 0.0068072 0.00651027 0.0104875 0.00368095 0.00987405 0.00835448
internal_weight=0 2026 315 245 1973 1916 1741 1662 129 1533 1419 114 152 175 122
internal_count=2341 2026 315 245 1973 1916 1741 1662 129 1533 1419 114 152 175 122
is_linear=0
shrinkage=0.16829


Tree=9358
num_leaves=22
num_cat=0
split_feature=1 52 2 12 39 51 2 11 1 13 12 49 1 1 2 2 483 133 1 52 13
split_gain=4.32936 0.908069 0.49148 0.935422 0.447494 0.211967 0.144325 0.140963 0.138017 0.123495 0.105361 0.302409 0.185738 0.202135 0.0972836 0.0693423 0.0579827 0.0574099 0.0541088 0.0403785 0.0219096
threshold=0.10574000000000001 -0.40011499999999994 0.10912000000000001 0.089435000000000014 0.081875000000000017 0.088940000000000005 0.11585500000000001 1.0000000180025095e-35 0.084795000000000023 -0.15714499999999998 0.083970000000000017 0.082565000000000013 0.088340000000000016 0.073870000000000005 0.092155000000000015 0.13538500000000001 -1.0000000180025095e-35 0.062925000000000009 0.12007000000000002 -0.008794999999999999 -0.0025349999999999995
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=4 -2 3 18 6 9 7 10 -9 -4 11 12 13 -1 16 -11 -12 -18 -3 -16 -21
right_child=1 2 5 -5 -6 -7 -8 8 -10 15 14 -13 -14 -15 19 -17 17 -19 -20 20 -22
leaf_value=0.00070043693804915249 0.00088624337382490342 0.0004441181684337927 0.00040491292916903463 0.0008336579391840436 0.00061230970108671322 0.00048098525978206529 0.00071844286515565915 0.0010868032464344528 0.00085263512615202386 0.00028971303757848252 0.00098357579837607444 0.00099684028423065629 0.0005828114282766621 0.00094748292367212146 0.0007412674732142127 0.00012919547384362113 0.00088623815367279673 0.00082615206541078034 0.00029436118997851896 0.00080981980738017512 0.00089505169334234448
leaf_weight=102 55 52 58 81 99 84 101 54 61 67 53 58 69 58 90 54 555 289 58 191 52
leaf_count=102 55 52 58 81 99 84 101 54 61 67 53 58 69 58 90 54 555 289 58 191 52
internal_value=0 0.000485184 0.000436519 0.000564209 0.000829393 0.000343653 0.000841774 0.000849385 0.000962899 0.00027901 0.000840757 0.000782352 0.000727873 0.000790211 0.000854356 0.000218368 0.000872709 0.000865705 0.000365476 0.000804813 0.000828204
internal_weight=0 509 454 191 1832 263 1733 1632 115 179 1517 287 229 160 1230 121 897 844 110 333 243
internal_count=2341 509 454 191 1832 263 1733 1632 115 179 1517 287 229 160 1230 121 897 844 110 333 243
is_linear=0
shrinkage=0.0032998


Tree=9359
num_leaves=20
num_cat=0
split_feature=1 3 2 39 3 14 2 4 376 4 2 43 12 4 48 4 1 12 4
split_gain=3.22884 0.770313 0.617452 0.323678 0.223261 0.207629 0.185828 0.158458 0.142853 0.194781 0.188385 0.105618 0.109333 0.0703051 0.0695306 0.0743517 0.0586376 0.0461291 0.0313023
threshold=0.10574000000000001 -0.058704999999999993 0.114165 0.081875000000000017 0.10323000000000002 0.054835000000000009 0.14983000000000005 0.032965000000000001 0.083785000000000012 0.40945500000000007 0.10859000000000001 0.043850000000000007 0.088635000000000005 0.066275000000000014 0.091545000000000015 -0.50388999999999984 0.11570500000000002 0.093535000000000021 -0.075969999999999996
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 16 4 5 7 8 11 9 10 -3 14 -13 -9 15 -1 -2 -15 -14
right_child=1 6 -4 -5 -6 -7 -8 13 -10 -11 -12 12 18 17 -16 -17 -18 -19 -20
leaf_value=0.00084328618718910325 0.00077365768550774505 0.00059967391506593351 0.00028992365732256068 0.00049164097004503063 0.00047993318459275638 0.00087433714812805289 0.00012331259205199569 0.00052150894195349508 0.00017702585864599757 0.00025028204271991989 0.00033255326339291265 0.00049566663119117969 0.00074195741005458654 0.00071185867149916671 0.00061979465000742929 0.00071158128793130009 0.00061809122624873131 0.0005741125109812624 0.00063449709086746463
leaf_weight=52 60 53 62 99 56 68 63 82 58 94 65 53 53 65 91 1069 54 52 92
leaf_count=52 60 53 62 99 56 68 63 82 58 94 65 53 53 65 91 1069 54 52 92
internal_value=0 0.000379135 0.000555921 0.000676408 0.000686943 0.000693835 0.000285592 0.000686184 0.000323327 0.000363187 0.00045283 0.000698636 0.000626456 0.000597783 0.000710399 0.000717722 0.000700277 0.000650939 0.000674019
internal_weight=0 509 176 1832 1733 1677 333 1609 270 212 118 1410 198 199 1212 1121 114 117 145
internal_count=2341 509 176 1832 1733 1677 333 1609 270 212 118 1410 198 199 1212 1121 114 117 145
is_linear=0
shrinkage=0.0032998


Tree=9360
num_leaves=19
num_cat=0
split_feature=1 155 16 10 4 0 14 49 4 1456 49 16 481 49 1 1 49 16
split_gain=0.295014 0.114726 0.128756 0.119979 0.10027 0.0996176 0.0843764 0.0571889 0.049605 0.0490021 0.065953 0.0418732 0.0532149 0.0468043 0.04125 0.0611163 0.0389861 0.029055
threshold=0.10538500000000002 0.084785000000000013 -0.0070899999999999991 -1.0000000180025095e-35 0.053255000000000004 0.14486500000000005 0.054835000000000009 0.087055000000000007 -0.38908499999999996 -0.011624999999999998 0.083250000000000005 -0.093079999999999982 -0.085629999999999984 -0.0038699999999999997 0.13368000000000005 0.11230000000000001 0.11580500000000001 -0.24235499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 8 14 -1 10 -10 13 -13 -11 15 -5 -14 -15
right_child=1 -3 4 7 -6 -7 -8 -9 9 11 -12 12 16 17 -16 -17 -18 -19
leaf_value=0.011093258464036812 -0.0022901871408424332 0.010349598206634237 -0.0071465734189534386 0.0092716804301445147 0.0017780214150269302 0.00022165766778147204 0.013438988009572194 0.0005421587188140423 0.0016364089237418731 0.0014475171557259828 0.0083040740576651017 0.0028225193094045947 0.0084039022678220211 0.0097735650468898528 0.010613806441811757 0.002231607286380697 0.0043819502847143562 0.005400991294693752
leaf_weight=97 70 52 64 62 80 54 68 52 101 62 73 57 1065 64 59 82 75 144
leaf_count=97 70 52 64 62 80 54 68 52 101 62 73 57 1065 64 59 82 75 144
internal_value=0 0.00284138 0.00200508 0.00386315 -0.00217599 0.00737849 0.00759149 0.00555934 0.00736167 0.00714 0.00444409 0.00745853 0.00788912 0.00554293 0.00683568 0.00527523 0.00814088 0.00675504
internal_weight=0 521 469 325 144 1860 1806 255 1738 1641 174 1467 1197 270 203 144 1140 208
internal_count=2381 521 469 325 144 1860 1806 255 1738 1641 174 1467 1197 270 203 144 1140 208
is_linear=0
shrinkage=0.16829


Tree=9361
num_leaves=22
num_cat=0
split_feature=1 13 43 15 13 0 1 15 0 48 1453 0 159 0 13 1 1 0 1 403 0
split_gain=0.203948 0.124679 0.12683 0.101606 0.133305 0.0688126 0.0684547 0.0610312 0.0526559 0.117284 0.074893 0.0665235 0.0488967 0.0396974 0.038255 0.0362445 0.037867 0.0631636 0.0369316 0.0296437 0.0185203
threshold=0.10538500000000002 0.11251500000000002 0.055170000000000004 -0.41606999999999994 -0.082159999999999997 0.14486500000000005 0.10871500000000002 -0.077559999999999976 -0.14216999999999999 0.084620000000000015 -0.077384999999999995 -0.15825999999999998 0.082585000000000006 -0.07409499999999998 -0.023454999999999997 0.089710000000000026 0.078435000000000019 -0.082164999999999988 0.09227500000000001 -0.10802999999999999 -0.067094999999999988
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 13 -5 8 -6 -8 9 11 -10 -1 15 -2 -14 16 19 -18 -17 -12 -20
right_child=1 -3 -4 4 6 -7 7 -9 10 -11 12 -13 14 -15 -16 18 17 -19 20 -21 -22
leaf_value=0.008206668880172182 0.0032201955512733997 -0.0052783033253902649 0.010553726394378639 -0.0045714765534294105 -0.0022157895291734656 0.0001843547924813479 0.00038888584528739027 0.0074146910108069683 -0.00017244985704941842 0.0030143509703488172 0.0038793613933663998 0.016468797160809512 0.0063339650186553624 0.0097454268102675559 0.011191773406647927 0.00098421272785388604 0.0059011249067804951 0.01331728816221712 0.0066119020676568448 0.0063522049015877022 0.0030486429687253689
leaf_weight=57 52 54 59 96 52 54 56 96 53 59 170 56 94 56 95 78 81 56 122 819 66
leaf_count=57 52 54 59 96 52 54 56 96 53 59 170 56 94 56 95 78 81 56 122 819 66
internal_value=0 0.00236495 0.0032526 0.00219239 0.000592362 0.00613839 0.00303121 0.00483806 0.00631542 0.00913647 0.00601737 0.0123171 0.00622601 0.00662028 0.00878523 0.00587724 0.0062976 0.00894566 0.00409107 0.00592896 0.00537053
internal_weight=0 521 467 408 300 1860 204 152 1806 172 1634 113 1581 108 189 1392 1126 137 266 989 188
internal_count=2381 521 467 408 300 1860 204 152 1806 172 1634 113 1581 108 189 1392 1126 137 266 989 188
is_linear=0
shrinkage=0.16829


Tree=9362
num_leaves=27
num_cat=0
split_feature=10 1 123 1 1 0 4 12 4 457 12 43 4 4 15 403 403 0 475 0 42 12 15 43 0 0
split_gain=0.152621 0.0754135 0.0840396 0.0813341 0.0773974 0.0704382 0.0646809 0.0635154 0.0911227 0.0555658 0.0513934 0.0925836 0.0837766 0.0796405 0.0619086 0.0423758 0.0504803 0.0409715 0.0378338 0.0314752 0.035216 0.0149752 0.0132984 0.0121021 0.00941231 0.00374696
threshold=-1.0000000180025095e-35 0.089275000000000007 0.09338500000000001 0.07635500000000002 0.083250000000000005 -0.082234999999999989 1.0000000180025095e-35 0.084115000000000009 -0.016164999999999995 0.091015000000000013 -0.036614999999999988 0.062770000000000006 0.26900000000000007 0.39574000000000004 -0.066639999999999991 -0.0076149999999999994 -0.085164999999999977 -0.082954999999999987 -0.06562999999999998 -0.082404999999999992 -0.077669999999999989 0.089475000000000013 0.085465000000000013 -0.03750499999999999 -0.091354999999999978 -0.085834999999999981
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=6 3 9 7 -5 -6 -1 8 -2 10 13 12 14 -3 -12 16 22 -18 -17 21 -21 -20 25 -24 -10 -9
right_child=1 2 -4 4 5 -7 -8 15 24 -11 11 -13 -14 -15 -16 18 17 -19 19 20 -22 -23 23 -25 -26 -27
leaf_value=0.0026409879902720506 -0.0014808437331497687 0.0032750373955178886 -0.003029040868305662 0.013202135422299383 0.0036759355158339562 0.011307783504191432 -0.0048888348576802436 0.0031878842405778252 0.003919693719756953 -0.0012872467669636518 0.0083498381945721172 -0.0030319114861718805 -9.9291994483979929e-05 0.012354366757076208 0.003973124428807465 0.0077197782794503986 0.013270892233033909 0.006761746755845819 0.0044997794973051456 0.0062464716861433409 0.0018000482194855856 0.0071030960477931337 0.005080724659159196 0.008640213385650514 0.0071180726517989347 0.0052271906665465294
leaf_weight=63 98 58 53 68 100 53 66 56 56 54 134 53 98 53 299 101 55 58 193 67 213 99 58 58 56 61
leaf_count=63 98 58 53 68 100 53 66 56 56 54 134 53 98 53 299 101 55 58 193 67 213 99 58 58 56 61
internal_value=0 0.00474354 0.00342806 0.0054699 0.0084536 0.00633139 -0.00119755 0.00493191 0.00225234 0.00388737 0.00429202 0.00365518 0.00432601 0.0076264 0.00533173 0.00548236 0.00700653 0.00994581 0.00469609 0.00415905 0.00287043 0.00538856 0.00557332 0.00687596 0.00553492 0.00426647
internal_weight=0 2252 802 1450 221 153 129 1229 210 749 695 584 531 111 433 1019 346 113 673 572 280 292 233 116 112 117
internal_count=2381 2252 802 1450 221 153 129 1229 210 749 695 584 531 111 433 1019 346 113 673 572 280 292 233 116 112 117
is_linear=0
shrinkage=0.16829


Tree=9363
num_leaves=13
num_cat=0
split_feature=1 124 376 149 147 481 131 131 150 15 3 15
split_gain=0.130026 0.0803756 0.0941029 0.0742377 0.0577553 0.0430786 0.0370031 0.0507718 0.0355134 0.046016 0.0323295 0.0321291
threshold=0.15022500000000003 -0.0037749999999999993 0.084985000000000019 0.07770500000000001 0.089365000000000014 0.0028200000000000005 0.023795 0.089325000000000015 -0.086544999999999983 -0.42075999999999997 -0.0076849999999999991 -0.066639999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 8 -8 -3 -10 -1 -9
right_child=-2 3 -4 -5 -6 -7 7 11 9 -11 -12 -13
leaf_value=0.00011602466286812374 -0.0045479998496495188 0.0079960005849345275 0.0058013905442105751 0.010173992363301685 -0.00084245745384239738 0.0085509375733073684 0.010107494048061116 0.0071606170553539066 -0.0013596583442774663 0.0037066990388928125 -0.0053365920389921917 0.003277328532851381
leaf_weight=74 53 53 64 57 67 62 60 95 52 1518 52 174
leaf_count=74 53 53 64 57 67 62 60 95 52 1518 52 174
internal_value=0 0.00386675 0.0005388 0.00416166 0.00399612 0.00415798 0.00401752 0.00565519 0.00368445 0.00353775 -0.00212 0.00465543
internal_weight=0 2328 190 2138 2081 2014 1952 329 1623 1570 126 269
internal_count=2381 2328 190 2138 2081 2014 1952 329 1623 1570 126 269
is_linear=0
shrinkage=0.16829


Tree=9364
num_leaves=18
num_cat=0
split_feature=3 4 0 52 3 151 0 4 40 49 49 0 484 4 49 4 3
split_gain=0.0819461 0.0783999 0.202579 0.11763 0.109259 0.0609869 0.0572724 0.0492756 0.0339917 0.0336429 0.0340178 0.0334616 0.031964 0.0306961 0.0245383 0.0180616 0.0177846
threshold=-0.0092099999999999977 -0.15618499999999999 -0.11242999999999999 0.048285000000000008 0.021805000000000001 0.061780000000000009 -0.22607999999999998 0.052250000000000012 -0.08416499999999999 -0.076109999999999997 -0.0096099999999999988 -0.11208499999999998 -0.0042999999999999991 0.0071200000000000005 1.0000000180025095e-35 0.50113000000000019 -0.081574999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 6 -4 7 -3 8 -1 -10 -11 -9 -13 14 -12 16 -14
right_child=1 2 4 -5 -6 -7 -8 11 9 10 13 12 15 -15 -16 -17 -18
leaf_value=-0.00040489027444544487 0.0055405858723948532 -0.002368052823919155 -0.00063734078182211597 0.0097661463938324526 -0.0097863584664698855 0.0089979209833039343 0.0036272340379162292 0.0051335816178834284 0.0079790733538655963 0 0.0041410234532412889 0.0041897573964526707 -0.0033372117669833307 0.0078096857049568579 0.0022390530647891913 0.0023053964471123319 0.0003171776194496458
leaf_weight=52 91 80 82 57 68 57 103 59 57 64 1046 58 65 57 241 56 88
leaf_count=52 91 80 82 57 68 57 103 59 57 64 1046 58 65 57 241 56 88
internal_value=0 0.0010925 5.00096e-05 0.0030868 -0.00479687 0.00355728 0.000996526 0.00338804 0.00379221 0.00394242 0.00377772 0.00150177 0.0006925 0.00395823 0.00378626 -0.000269434 -0.0012236
internal_weight=0 481 390 240 150 1900 183 1843 1517 1465 1408 326 267 1344 1287 209 153
internal_count=2381 481 390 240 150 1900 183 1843 1517 1465 1408 326 267 1344 1287 209 153
is_linear=0
shrinkage=0.16829


Tree=9365
num_leaves=22
num_cat=0
split_feature=1 1 12 12 1 16 12 52 52 13 0 0 42 124 13 52 156 3 12 3 3
split_gain=9.27753 1.51112 1.19872 0.978522 0.855587 0.42733 0.346818 0.24037 0.275522 0.179849 0.148254 0.230563 0.152559 0.0865017 0.0835901 0.0975547 0.103743 0.0504177 0.0428248 0.0387729 0.0407828
threshold=0.10776500000000001 0.13210500000000003 0.089605000000000018 0.077755000000000005 0.10080500000000002 -0.26987499999999992 0.11769500000000001 -0.085464999999999985 0.024560000000000002 -1.0000000180025095e-35 -0.10075499999999998 -0.14216999999999999 0.089625000000000024 -0.062639999999999987 -0.093619999999999995 0.11232500000000002 0.088305000000000008 -0.083249999999999977 0.096610000000000015 -0.082904999999999993 -0.081024999999999986
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 9 4 7 -3 10 -1 -9 13 11 -5 14 -2 -12 16 -16 -17 19 -14 -21
right_child=1 5 -4 6 -6 -7 -8 8 -10 -11 12 -13 18 -15 15 17 -18 -19 -20 20 -22
leaf_value=0.0010730969409866969 0.00049421482333445702 6.0169801361866431e-05 0.00094354228224412457 0.0011072120567189928 0.00052586752098415508 0.00039582842983309412 0.00081444430314115768 0.00074598650722514299 0.001023283332088145 0.00063042163293906687 0.0012233417482129399 0.00083940823590326246 0.00094655858576218465 0.00031583994863805407 0.0011095229925390188 0.00091066381506996761 0.00097809525287008078 0.0010560603107395131 0.00094120142012507862 0.0011399418786699042 0.0010272192391079945
leaf_weight=94 61 80 91 64 70 86 67 96 68 58 54 82 55 61 755 52 77 67 83 52 189
leaf_count=94 61 80 91 64 70 86 67 96 68 58 54 82 55 61 755 52 77 67 83 52 189
internal_value=0 0.000482543 0.000634486 0.0010153 0.000850566 0.000234277 0.00104911 0.000938525 0.000861178 0.000478046 0.00105936 0.000957043 0.00107013 0.000405316 0.00109186 0.00108435 0.0010974 0.000992822 0.00101242 0.00103227 0.00105169
internal_weight=0 437 271 1925 328 166 1597 258 164 180 1530 146 1384 122 1005 951 832 119 379 296 241
internal_count=2362 437 271 1925 328 166 1597 258 164 180 1530 146 1384 122 1005 951 832 119 379 296 241
is_linear=0
shrinkage=0.0032998


Tree=9366
num_leaves=24
num_cat=0
split_feature=0 1 14 0 15 15 1 3 10 43 3 12 0 43 131 1213 4 15 11 15 4 1456 12
split_gain=0.170316 0.153706 0.096041 0.12742 0.110213 0.183811 0.0855813 0.0904478 0.0671926 0.0714125 0.0546803 0.0518968 0.100566 0.0749233 0.0919667 0.0499375 0.0482726 0.120594 0.0664674 0.0658768 0.0441961 0.0374206 0.0315544
threshold=-0.061994999999999995 0.13730000000000001 -0.10708499999999999 -0.10891999999999999 0.083185000000000023 -0.029334999999999996 0.092655000000000015 0.086245000000000016 -1.0000000180025095e-35 -0.080819999999999989 -0.080669999999999978 0.094045000000000004 -0.074939999999999993 0.059230000000000012 0.094990000000000019 0.060985000000000004 -0.17689999999999997 -0.033689999999999991 0.079300000000000009 -0.090909999999999977 -0.50775499999999985 -0.081804999999999989 0.084405000000000022
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 16 -1 4 5 6 -4 -8 -5 10 21 12 15 14 -13 -11 18 19 20 -18 -2 -10 -23
right_child=1 -3 3 8 -6 -7 7 -9 9 11 -12 13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24
leaf_value=0.010434756463217983 0.00973335359035047 -0.0069655710656672072 0.0058403115591993873 -0.0010864371069886013 0.0072493622961432528 -0.0093030675173342639 -0.004984516732012295 0.0032035891870660577 0.0015523475430920042 0.0035265664635707556 0.010768333916345109 -0.0025916009060297897 0.011926503499290076 0.0058321407770669589 0.0057186759326361639 0.0074088989326873177 -0.0011257652300177196 -0.0054798038824585603 -0.0006937800729932942 0.0066331513640705215 0.0032282059802194282 0.0095091280980659984 0.0055987994243440527
leaf_weight=69 54 65 90 54 69 52 73 80 52 501 76 120 53 98 55 117 55 71 60 70 68 76 284
leaf_count=69 54 65 90 54 69 52 73 80 52 501 76 120 53 98 55 117 55 71 60 70 68 76 284
internal_value=0 0.000587978 0.00425373 0.00402222 0.00119366 -0.000216669 0.00172035 -0.000691412 0.00471388 0.00493386 0.00659274 0.0040744 0.00487235 0.00210654 9.93429e-06 0.00426448 0.00189162 4.97156e-05 0.00386534 0.00320486 0.00612226 0.00581813 0.0064293
internal_weight=0 443 1919 1850 364 295 243 153 1486 1432 488 944 671 273 175 618 378 196 182 125 122 412 360
internal_count=2362 443 1919 1850 364 295 243 153 1486 1432 488 944 671 273 175 618 378 196 182 125 122 412 360
is_linear=0
shrinkage=0.16829


Tree=9367
num_leaves=15
num_cat=0
split_feature=0 16 0 159 0 52 155 1455 1374 1429 16 52 0 52
split_gain=0.118324 0.119679 0.137298 0.0720084 0.0642927 0.0942887 0.0839635 0.0476479 0.0666537 0.0641715 0.0566788 0.0589844 0.0688918 0.0343975
threshold=-0.060199999999999997 0.022165000000000004 0.0037850000000000002 0.11402500000000002 0.047740000000000012 -0.40809499999999993 1.0000000180025095e-35 0.068185000000000009 0.085820000000000021 0.084770000000000012 0.25155500000000003 -0.20534999999999998 -0.14097999999999997 0.0043000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -3 -6 8 9 10 11 -1 -13 -9
right_child=1 4 -4 -5 6 -7 -8 13 -10 -11 -12 12 -14 -15
leaf_value=0.0093899711166010608 0.0019903367823275102 0.005788136203865364 -0.0078394563024654397 -0.0013672628567404346 0.0093987562171427928 -0.0031768816937679614 0.00060590669201961806 0.010054483569668841 0.0094639266901245453 -0.0015721775548175111 -0.00040141535541709275 0.00085139481893002785 0.004088274266236324 0.0043694481786837776
leaf_weight=52 76 53 85 81 68 89 57 56 52 72 96 221 1235 69
leaf_count=52 76 53 85 81 68 89 57 56 52 72 96 221 1235 69
internal_value=0 0.000430816 -0.00318815 0.00352804 0.00261977 0.000156565 0.00540359 0.003743 0.00351137 0.00332561 0.00354658 0.0037991 0.0035982 0.00693072
internal_weight=0 428 161 1934 267 142 125 1853 1728 1676 1604 1508 1456 125
internal_count=2362 428 161 1934 267 142 125 1853 1728 1676 1604 1508 1456 125
is_linear=0
shrinkage=0.16829


Tree=9368
num_leaves=20
num_cat=0
split_feature=2 2 2 0 0 52 0 1429 0 2 47 52 0 2 402 2 160 52 0
split_gain=2.17922 0.984736 0.82306 0.536049 0.195473 0.163404 0.270308 0.120318 0.135933 0.103653 0.0566357 0.0557711 0.0541631 0.0708397 0.0538443 0.0422662 0.037052 0.0343266 0.0180017
threshold=0.13290500000000002 -1.0000000180025095e-35 0.099675000000000014 -0.13010499999999997 -0.068669999999999995 -0.45478499999999994 -0.04478999999999999 0.084770000000000012 -0.14216999999999999 0.16730000000000003 0.09550500000000002 0.044705000000000002 -0.086224999999999982 0.08826500000000001 0.085345000000000018 0.11444000000000001 -1.0000000180025095e-35 -0.014149999999999998 -0.057279999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 15 -1 -5 11 8 17 18 12 -7 13 -10 -14 -4 -12 -3 -2
right_child=9 2 3 5 -6 6 -8 -9 10 -11 16 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.00058661641227536021 0.00035487265528834984 0.00081854192762371568 0.00038938856028223587 0.00080827729691893642 0.00035224719362110551 0.00063400547676129026 0.00042689764263359746 0.00065174410559317949 0.00083992113891772171 0.00022693809109082159 0.00077335923760952878 0.0007453686834257814 0.00074766492130126986 0.00073882325864211044 0.00083036394467537707 0.00051118698801017341 0.00066001806610449618 0.00093205750163907037 0.00043926934305086094
leaf_weight=74 66 63 81 88 84 98 52 90 269 60 58 115 660 116 109 56 90 73 60
leaf_count=74 66 63 81 88 84 98 52 90 269 60 58 115 660 116 109 56 90 73 60
internal_value=0 0.000713713 0.000733384 0.000615347 0.000462238 0.00068352 0.000641959 0.000771214 0.000778666 0.000341207 0.000768083 0.000694297 0.000776184 0.000809552 0.000759433 0.000439432 0.000704674 0.000879732 0.000395341
internal_weight=0 2176 2018 490 158 353 265 1528 1438 186 1302 213 1154 385 769 137 148 136 126
internal_count=2362 2176 2018 490 158 353 265 1528 1438 186 1302 213 1154 385 769 137 148 136 126
is_linear=0
shrinkage=0.0032998


Tree=9369
num_leaves=29
num_cat=0
split_feature=1 12 1 41 12 9 4 52 1 1 4 0 16 402 43 4 4 12 50 0 0 43 49 52 16 0 0 16
split_gain=7.99508 1.61226 0.732734 0.574726 0.453128 0.419408 0.460958 0.369782 0.237204 0.23652 0.229761 0.215989 0.203367 0.115526 0.110797 0.160373 0.103469 0.0932637 0.0738562 0.0814564 0.0707893 0.0636261 0.0600626 0.0579798 0.0434301 0.0289838 0.0225337 0.0110732
threshold=0.10080500000000002 0.085665000000000005 0.12205500000000001 0.079300000000000009 0.092755000000000018 -1.0000000180025095e-35 -0.021234999999999997 -0.079324999999999993 0.12282000000000001 0.091275000000000009 0.046720000000000005 -0.086224999999999982 0.21684500000000004 0.085345000000000018 1.0000000180025095e-35 -0.062804999999999986 0.014585000000000002 0.085235000000000019 0.086580000000000004 -0.082454999999999987 -0.14012999999999998 -0.068859999999999991 0.082565000000000013 0.11297500000000001 -0.075434999999999988 -0.072364999999999985 -0.076539999999999983 -0.079074999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 10 4 9 -2 -7 -8 20 11 -3 14 16 18 15 17 23 -1 19 -13 -9 -11 -17 25 -20 27 -25 -6
right_child=1 2 -4 -5 12 6 7 8 -10 21 -12 13 -14 -15 -16 22 -18 -19 24 -21 -22 -23 -24 26 -26 -27 -28 -29
leaf_value=0.001199788089182825 4.7452618971291681e-05 0.00089670685926589004 0.00035510163464017811 0.00056658339718584385 0.00086598578364907683 0.000615334241553778 4.4075878498223623e-05 0.00036720714634924011 0.00021244738380782902 0.00069159565193982247 0.00062303739250554511 0.00090098779209744635 0.00064610276891351236 0.001000397455225261 0.00085468404813435141 0.00092157094500143889 0.00069839166296779072 0.0010008839772230179 0.00087168018356171347 0.00080232035876159945 0.00053690758081770696 0.00084294755889917914 0.0010196547400886241 0.00083311228943742596 0.0010143438676544964 0.00081071158681089446 0.00072997629659658759 0.00093419544747347708
leaf_weight=59 66 83 63 69 72 54 57 60 83 59 58 162 90 81 74 200 65 52 53 243 52 73 120 57 53 60 56 88
leaf_count=59 66 83 63 69 72 54 57 60 83 59 58 162 90 81 74 200 65 52 53 243 52 73 120 57 53 60 56 88
internal_value=0 0.000416099 0.000651984 0.000863317 0.000875222 0.000286648 0.000338124 0.000278582 0.00034695 0.00090919 0.000784383 0.000925237 0.0007896 0.000881852 0.000976027 0.000996779 0.000821961 0.00110693 0.000862992 0.000841874 0.000446311 0.000775565 0.000958462 0.000845976 0.000943344 0.000878515 0.000782312 0.000903721
internal_weight=0 576 204 1786 1717 372 306 252 195 1229 141 1097 488 592 505 431 398 111 511 405 112 132 320 333 106 220 113 160
internal_count=2362 576 204 1786 1717 372 306 252 195 1229 141 1097 488 592 505 431 398 111 511 405 112 132 320 333 106 220 113 160
is_linear=0
shrinkage=0.0032998


Tree=9370
num_leaves=20
num_cat=0
split_feature=4 123 12 47 4 4 12 48 0 4 12 4 1447 484 12 484 402 12 4
split_gain=3.12407 1.20226 0.383139 0.353461 0.341842 0.291932 0.153034 0.128031 0.135337 0.116192 0.106609 0.0804041 0.0778778 0.0663909 0.057033 0.0545244 0.0647106 0.0110752 0.00402123
threshold=0.30163500000000004 1.0000000180025095e-35 0.054520000000000006 0.077555000000000013 -0.17689999999999997 -0.0058549999999999991 -0.08947999999999999 0.092125000000000012 -0.086914999999999978 0.053255000000000004 -0.050214999999999989 0.066275000000000014 -0.065079999999999985 -0.081554999999999989 1.0000000180025095e-35 0.087020000000000014 0.090595000000000023 0.095815000000000011 0.51743500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -3 9 -9 12 18 -11 13 -4 -12 16 -14 -13 -2
right_child=10 6 7 -5 5 -7 -8 8 -10 11 14 17 15 -15 -16 -17 -18 -19 -20
leaf_value=0.00098903617888583973 0.00042119879771855252 0.00073369321928373017 0.00096149348043952107 0.0010294683528604459 0.00053590935575468038 0.00081174235257596219 0.00050046351695412863 0.0009684251945673121 0.00075735247125927291 0.00078318989416931433 0.00064904246773221349 0.00096985486746321305 0.00095155407653178575 0.0011106133621299526 0.0005127483276232503 0.0010486300942031679 0.0010365152091820337 0.0008913880031578941 0.00047404228488466402
leaf_weight=56 53 57 60 73 76 96 70 66 72 60 79 69 987 89 65 93 120 54 55
leaf_count=56 53 57 60 73 76 96 70 66 72 60 79 69 987 89 65 93 120 54 55
internal_value=0 0.000917392 0.000937476 0.000828237 0.000763653 0.000690067 0.000605419 0.000957145 0.000858556 0.000966002 0.000528193 0.000885884 0.000976845 0.0010508 0.000587765 0.000967632 0.000960796 0.000935692 0.000448436
internal_weight=0 2098 1971 301 228 172 127 1670 138 1532 252 183 1349 149 144 1200 1107 123 108
internal_count=2350 2098 1971 301 228 172 127 1670 138 1532 252 183 1349 149 144 1200 1107 123 108
is_linear=0
shrinkage=0.0032998


Tree=9371
num_leaves=26
num_cat=0
split_feature=1 3 4 4 1 51 2 2 2 2 13 12 1 42 42 4 43 403 12 43 1 4 12 43 13
split_gain=8.59748 2.21857 0.736248 0.578148 0.366946 0.344016 0.410112 0.334133 0.209387 0.211136 0.180248 0.171647 0.131488 0.125483 0.103348 0.133366 0.0966989 0.0867274 0.0967171 0.0643697 0.293181 0.0812058 0.0466598 0.0293774 0.0239766
threshold=0.10574000000000001 -0.058704999999999993 0.36766000000000004 0.054560000000000004 0.083555000000000018 0.10501000000000001 0.14794000000000004 0.093365000000000017 -1.0000000180025095e-35 0.11461500000000001 -0.092704999999999996 0.08073000000000001 0.094405000000000003 0.090625000000000025 0.095455000000000012 -0.060264999999999992 -0.078654999999999989 -0.10138499999999999 0.092395000000000019 -0.08231999999999999 0.077565000000000009 -0.088784999999999989 0.093105000000000007 -0.021544999999999998 -0.065269999999999981
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 13 7 16 6 8 10 -3 -10 -1 -9 17 -2 15 -13 -5 18 23 20 -19 -21 -18 -12 -17
right_child=1 5 -4 4 -6 -7 -8 11 9 -11 12 14 -14 -15 -16 24 22 19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.001174145577565591 0.0010718802900829705 0.00019726993826581297 0.00050354071312683267 0.00080767289109492859 0.00060104731017410955 0.0005713543849922894 3.7687884416208577e-05 0.00080699114198978263 0.00057520734792871979 0.00031598746259301603 0.00095960393649123358 0.0010939934516545208 0.00090203865513639216 0.00084706118339829381 0.00086854617661577386 0.00098913240719463477 0.0010438372212102087 0.0010615014631007768 0.0010748174980846205 0.0011991684933703173 0.00080061190018359684 0.0010565136255723149 0.00089635157617671613 0.00083930792935657799 0.00088514032552750911
leaf_weight=97 53 66 62 70 58 55 58 103 59 84 54 102 94 61 92 52 53 224 57 52 61 506 53 52 72
leaf_count=97 53 66 62 70 58 55 58 103 59 84 54 102 94 61 92 52 53 224 57 52 61 506 53 52 72
internal_value=0 0.000496098 0.00079415 0.000984656 0.000830485 0.000333079 0.000283864 0.00100693 0.000352012 0.000423185 0.0010353 0.000926175 0.00102303 0.000951891 0.000964668 0.00100364 0.000905895 0.0010343 0.000961949 0.00104825 0.00100579 0.00106987 0.000970427 0.000900923 0.000929034
internal_weight=0 498 176 1852 234 322 267 1618 209 143 1197 421 1100 114 318 226 176 1006 163 843 285 558 106 106 124
internal_count=2350 498 176 1852 234 322 267 1618 209 143 1197 421 1100 114 318 226 176 1006 163 843 285 558 106 106 124
is_linear=0
shrinkage=0.0032998


Tree=9372
num_leaves=11
num_cat=0
split_feature=10 11 10 12 402 1213 40 12 40 4
split_gain=0.106451 0.0815772 0.0728137 0.0890191 0.0544547 0.0519259 0.0445719 0.0849628 0.0405716 0.0277955
threshold=0.058500000000000003 0.080705000000000013 -1.0000000180025095e-35 -0.09947499999999998 0.13116000000000003 -0.09897499999999998 -0.081804999999999975 -0.010219999999999998 -0.080314999999999984 -0.095209999999999975
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 -5 -7 -8 -1 -3
right_child=-2 9 3 4 -6 6 7 -9 -10 -11
leaf_value=-0.0029398291585363877 -0.0027259251148757601 0.0069366172143798567 0.011692761063853576 0.00086942360963208648 0.0097217207649329968 0.0095869558171545379 0.0001633349854742518 0.0049475469932034298 0.0035838083252508527 0.012018412858602971
leaf_weight=52 52 77 54 102 61 54 113 1675 56 54
leaf_count=52 52 77 54 102 61 54 113 1675 56 54
internal_value=0 0.0049521 0.00470384 0.00492734 0.00474423 0.00458712 0.00479201 0.00464619 0.000426163 0.00904512
internal_weight=0 2298 2167 2059 2005 1944 1842 1788 108 131
internal_count=2350 2298 2167 2059 2005 1944 1842 1788 108 131
is_linear=0
shrinkage=0.16829


Tree=9373
num_leaves=22
num_cat=0
split_feature=4 12 1 150 15 13 159 3 43 1420 4 0 16 4 15 159 1 43 43 1 15
split_gain=3.84926 1.29632 0.865417 0.514763 0.357249 0.329382 0.290052 0.221261 0.232476 0.175584 0.168872 0.126396 0.208736 0.107238 0.137209 0.107076 0.079893 0.196509 0.0799804 0.0671423 0.0648811
threshold=0.30163500000000004 0.054520000000000006 0.088595000000000021 1.0000000180025095e-35 -0.41606999999999994 -1.0000000180025095e-35 0.10607000000000001 -0.064294999999999977 0.019675000000000002 -0.078734999999999986 0.41555500000000006 0.11535000000000002 0.0055300000000000011 0.054560000000000004 -0.091149999999999995 0.0055900000000000004 0.078015000000000015 -0.078564999999999982 -0.088759999999999992 1.0000000180025095e-35 -0.087864999999999985
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 2 19 5 6 -4 -2 9 -9 -3 -6 12 13 15 -15 -11 18 -18 -14 -1 -5
right_child=4 7 3 20 10 -7 -8 8 -10 11 -12 -13 16 14 -16 -17 17 -19 -20 -21 -22
leaf_value=0.00068494823200662778 0.00049665375423313667 0.00095075749711518039 0.00038078032172378704 0.00018437634216133571 0.00026404323437615774 0.00068391708294681384 0.00019306531396609403 0.00045516438427477073 0.00075842857500404179 0.00077012261761276739 -1.2251437880360715e-06 0.00091333514616785422 0.00082593101129427163 0.00078107750693046649 0.00054997394499283099 0.00088160068034755538 0.00045029171571758591 0.00072608467295686829 0.00067138117847083368 0.00082997228176388816 0.00034530446303469094
leaf_weight=84 93 54 68 56 52 94 55 55 57 920 52 56 54 62 54 110 52 64 135 67 56
leaf_count=84 93 54 68 56 52 94 55 55 57 920 52 56 54 62 54 110 52 64 135 67 56
internal_value=0 0.000711665 0.00054862 0.00043777 0.000279798 0.000556892 0.000384072 0.000753064 0.000609819 0.000763319 0.00013107 0.000756579 0.000750505 0.000771134 0.000673799 0.000782062 0.000672875 0.000602757 0.000715725 0.00074953 0.000265155
internal_weight=0 2098 425 274 252 162 148 1673 112 1561 104 1507 1451 1146 116 1030 305 116 189 151 112
internal_count=2350 2098 425 274 252 162 148 1673 112 1561 104 1507 1451 1146 116 1030 305 116 189 151 112
is_linear=0
shrinkage=0.0032998


Tree=9374
num_leaves=19
num_cat=0
split_feature=1 3 14 47 4 4 124 15 3 1 3 51 42 42 4 50 16 16
split_gain=6.28569 2.27355 0.826792 0.76695 0.73875 0.552581 0.275545 0.268809 0.255629 0.201746 0.259708 0.148742 0.115958 0.0730847 0.124791 0.068718 0.0535433 0.0747579
threshold=0.10574000000000001 -0.052614999999999995 0.062655000000000016 0.094160000000000008 0.36766000000000004 0.054560000000000004 -0.080389999999999989 -0.043644999999999996 -0.15315499999999996 0.13271500000000003 0.0025650000000000004 0.12016500000000001 0.090625000000000025 0.090040000000000023 -0.0065299999999999993 0.085685000000000011 -0.38959499999999997 -0.084699999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 9 12 6 -1 16 -8 10 -3 13 -2 14 -10 -15 -7 -18
right_child=1 3 -4 -5 -6 7 8 -9 11 -11 -12 -13 -14 15 -16 -17 17 -19
leaf_value=0.00076596437605613952 0.0011393700170678847 0.00025953091218234269 0.0013470932968853383 0.00071849924690695619 0.00058159714474105464 0.000982376000389233 0.0008207189647025622 0.00063632654071129496 0.0010233626291581959 0.00020986566417249578 0.00053929103640523105 0.00085794450472683826 0.00092615740108710899 0.00095887899343940672 0.0011152995095054343 0.0010817007020565296 0.00076430313246210739 0.00094020422188362067
leaf_weight=53 55 72 70 68 63 57 75 60 814 103 74 61 63 267 214 68 57 56
leaf_count=53 55 72 70 68 63 57 75 60 814 103 74 61 63 267 214 68 57 56
internal_value=0 0.000576171 0.000993968 0.000407488 0.000871405 0.000980077 0.00100255 0.00082825 0.0010109 0.000322411 0.000401568 0.00102089 0.00102583 0.00102815 0.00104254 0.000983915 0.00089578 0.000851787
internal_weight=0 498 1852 317 181 1782 1552 230 1499 249 146 1424 118 1363 1028 335 170 113
internal_count=2350 498 1852 317 181 1782 1552 230 1499 249 146 1424 118 1363 1028 335 170 113
is_linear=0
shrinkage=0.0032998


Tree=9375
num_leaves=29
num_cat=0
split_feature=1 16 12 1 50 0 0 12 0 4 133 1 1 1 157 0 4 0 1429 42 133 4 12 16 12 52 1 42
split_gain=8.26413 0.932061 0.924496 0.8396 0.657611 0.479343 0.464696 0.398265 0.259623 0.239667 0.203576 0.200509 0.163321 0.157458 0.144758 0.110347 0.12479 0.0992049 0.095489 0.0926453 0.0733863 0.120202 0.0709232 0.0585011 0.0460136 0.0453441 0.0364425 0.0193902
threshold=0.10915500000000002 0.27776000000000006 0.054520000000000006 0.088595000000000021 0.10209500000000001 -0.10417499999999999 -0.037224999999999994 0.091545000000000015 -0.14216999999999999 0.029980000000000003 0.087950000000000014 0.089475000000000013 0.10141500000000002 0.073870000000000005 -0.059399999999999988 -0.075914999999999996 -0.060264999999999992 -0.085474999999999982 0.082720000000000002 0.095355000000000009 0.032620000000000003 -0.0087849999999999977 0.084115000000000009 -0.049384999999999991 0.097240000000000007 0.085175000000000015 0.094790000000000013 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 5 8 -7 10 -2 14 11 18 26 -1 -9 23 19 -12 20 -17 22 -22 -4 25 -11 -16 -5 -19
right_child=1 -3 7 12 -6 6 -8 9 -10 24 17 -13 -14 -15 15 16 -18 27 -20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00094250337445992783 0.00040161412657831972 0.00087908101864134572 0.0012633583707547106 0.00074557210262240299 0.00076149061095252271 0.00011667656849185592 0.0004624219441266457 0.00085446679706500527 0.00070913612582066332 0.00092785804720509784 0.00092877012376060386 0.00097169774005443396 0.00061675525469188724 0.0011594670623635442 0.00097563682816719118 0.0011131778401323052 0.0008668982414861753 0.0010204171887043913 0.0012591629534943417 0.00096064224531489692 0.00093900742551475901 0.0011488298811069438 0.0011325228823942316 0.0011682731524839903 0.00078752580556182782 0.0011085728652963391 0.00087708126174441232 0.0011215123293920901
leaf_weight=77 69 63 57 53 59 98 75 54 54 52 102 87 90 75 58 92 68 52 74 94 57 70 397 83 63 72 52 61
leaf_count=77 69 63 57 53 59 98 75 54 54 52 102 87 90 75 58 92 68 52 74 94 57 70 397 83 63 72 52 61
internal_value=0 0.000508629 0.00102034 0.000865433 0.000442787 0.000379143 0.00026677 0.00105406 0.00053691 0.000989494 0.00109694 0.00112326 0.000721549 0.00104979 0.00101993 0.00103899 0.000991072 0.00100595 0.00114333 0.00103628 0.00112852 0.00105494 0.00114903 0.00109597 0.000851287 0.00104953 0.000811036 0.0010753
internal_weight=0 418 1940 347 355 296 173 1593 123 636 957 742 195 152 521 467 254 215 655 186 581 127 454 213 115 130 105 113
internal_count=2358 418 1940 347 355 296 173 1593 123 636 957 742 195 152 521 467 254 215 655 186 581 127 454 213 115 130 105 113
is_linear=0
shrinkage=0.0032998


Tree=9376
num_leaves=25
num_cat=0
split_feature=1 2 12 2 1 12 2 43 49 1 4 15 12 13 15 12 156 43 1 2 43 4 4 12
split_gain=5.21971 1.29116 1.16568 0.410939 0.374488 0.429166 0.323745 0.213914 0.190398 0.215589 0.172202 0.153235 0.149116 0.126064 0.117793 0.113026 0.145517 0.0779526 0.0514214 0.0440374 0.0405945 0.0312134 0.0336459 0.0147183
threshold=0.104035 0.12051500000000002 0.087245000000000003 0.097145000000000023 0.088985000000000022 0.085845000000000019 0.16730000000000003 -0.049914999999999994 -0.046739999999999997 0.077300000000000021 -0.21586499999999997 -0.067469999999999988 0.083425000000000013 -0.016469999999999995 -0.0053099999999999996 0.083935000000000023 0.088305000000000008 -0.092184999999999989 0.11302500000000001 0.089540000000000022 -0.069434999999999983 0.020345000000000005 -0.051459999999999992 0.094835000000000017
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 7 4 10 -6 13 -2 -5 17 -1 -4 14 -3 -12 -14 19 -10 -9 -17 -7 22 -19 -22
right_child=1 6 11 8 5 20 -8 18 9 -11 12 -13 15 -15 -16 16 -18 21 -20 -21 23 -23 -24 -25
leaf_value=0.0010322311318798621 0.00026190773111892156 0.00021234862915865498 0.00066931701434403562 0.00051423033083272695 0.00050120446316170538 0.0008441459561837198 4.1371126479630032e-06 0.00055488491773687083 0.00056913865806796293 0.00088687921138185639 0.0008484385151056236 0.00090111904653860818 0.00067565304939920458 0.00041290333523008951 0.0010409615474812534 0.00086117348264939746 0.00066614526524972739 0.00069364152931588165 0.00040781509389465519 0.00080462805478631345 0.00070944777153434714 0.00066368059221547223 0.00080192251497140086 0.00079500802751397096
leaf_weight=55 84 82 60 52 76 97 58 57 52 77 77 69 55 60 69 578 55 73 53 238 66 93 70 52
leaf_count=55 84 82 60 52 76 97 58 57 52 77 77 69 55 60 69 578 55 73 53 238 66 93 70 52
internal_value=0 0.000421133 0.000550217 0.00079499 0.000821916 0.000715613 0.000212486 0.000388213 0.000703342 0.000730188 0.000849334 0.000793577 0.000839917 0.000297338 0.000939667 0.000824152 0.000833488 0.000688172 0.000484344 0.000844724 0.00079124 0.000714251 0.000746893 0.000747451
internal_weight=0 523 323 1835 1418 291 200 194 417 365 1127 129 1072 142 146 926 871 288 110 816 215 236 143 118
internal_count=2358 523 323 1835 1418 291 200 194 417 365 1127 129 1072 142 146 926 871 288 110 816 215 236 143 118
is_linear=0
shrinkage=0.0032998


Tree=9377
num_leaves=24
num_cat=0
split_feature=4 12 13 43 12 11 12 4 13 16 16 159 4 4 1429 16 13 16 12 4 43 475 16
split_gain=4.99236 1.68161 0.830031 1.18506 0.489609 0.31542 0.252124 0.197919 0.175423 0.150116 0.220051 0.138354 0.119083 0.115312 0.0890645 0.0997122 0.136544 0.0805355 0.0712415 0.0707426 0.0440004 0.0431782 0.0253038
threshold=0.36766000000000004 0.054520000000000006 -0.28558999999999996 -0.031974999999999996 0.12701500000000002 1.0000000180025095e-35 0.090345000000000023 -0.14538499999999996 -0.009329999999999998 -0.4714549999999999 -0.085314999999999988 0.08573500000000002 -0.010189999999999999 0.41816000000000003 0.084665000000000004 -0.011859999999999997 -0.091914999999999983 -0.0092499999999999978 0.089475000000000013 0.049545000000000006 -0.012534999999999999 -0.082274999999999987 -0.088629999999999987
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=1 2 -1 8 5 6 14 -5 -4 13 -11 12 20 -2 15 16 -3 19 -7 -9 -8 -17 -14
right_child=9 4 3 7 -6 18 11 17 -10 10 -12 -13 22 -15 -16 21 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0002439567234327929 0.00027123940886017775 0.00078184103037049911 0.00056441538587028155 0.00097349471225644467 0.00055604014834011195 0.00093465869358099992 0.00087651724648766811 0.00089652373439611768 0.00034124127493950719 6.0175762286741026e-05 0.00035905415924048238 0.00066255377799417339 0.00079636785391984659 0.00046706858263672007 0.0010202962654699737 0.00089814132376177973 0.00092762157901741409 0.00065441688934435934 0.0010945341188408272 0.0007227783214891802 0.00080116653038764078 0.00078710850869901001 0.00070977081784299491
leaf_weight=55 61 87 79 71 59 63 268 58 77 53 55 72 75 74 56 59 452 54 70 52 147 156 105
leaf_count=55 61 87 79 71 59 63 268 58 77 53 55 72 75 74 56 59 452 54 70 52 147 156 105
internal_value=0 0.000804801 0.000624513 0.000677954 0.000852958 0.000863817 0.000849813 0.00082615 0.000454485 0.000305151 0.000212709 0.000801764 0.00081855 0.000378844 0.000889336 0.000879562 0.000904157 0.000762145 0.00101907 0.00081471 0.000849912 0.000817742 0.000746049
internal_weight=0 2115 446 391 1669 1610 1477 235 156 243 108 667 595 135 810 754 539 164 133 110 415 215 180
internal_count=2358 2115 446 391 1669 1610 1477 235 156 243 108 667 595 135 810 754 539 164 133 110 415 215 180
is_linear=0
shrinkage=0.0032998


Tree=9378
num_leaves=30
num_cat=0
split_feature=3 10 3 4 43 4 0 3 4 3 52 15 39 159 49 47 4 12 4 0 43 42 159 50 0 4 4 12 52
split_gain=3.3283 1.47968 1.10468 0.820204 0.792657 0.28677 0.174082 0.240649 0.238714 0.618373 0.159278 0.142574 0.160043 0.131606 0.146637 0.108106 0.106307 0.10005 0.153828 0.0753001 0.0654027 0.0604142 0.0570231 0.0458844 0.0502951 0.0424123 0.0304623 0.0301835 0.0272406
threshold=-0.065259999999999999 -1.0000000180025095e-35 0.30112000000000005 0.36766000000000004 -0.042649999999999993 0.40124500000000002 -0.075914999999999996 -0.12077499999999998 -0.17689999999999997 -0.098469999999999988 0.078180000000000013 -0.063199999999999992 0.087735000000000021 0.040035000000000008 -0.06017999999999999 0.085505000000000012 -0.082249999999999976 0.087675000000000017 -0.0083249999999999973 -0.085764999999999994 -0.016249999999999997 0.083665000000000003 0.040035000000000008 0.089465000000000017 -0.069884999999999989 -0.040489999999999991 -0.03463999999999999 0.089885000000000007 -0.017224999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 11 13 7 -1 -8 -10 17 12 -3 14 -6 -16 20 18 19 -9 -12 -18 26 24 -11 -26 -19 -23 -20
right_child=1 2 -4 -5 5 -7 8 10 9 23 16 -13 -14 -15 15 -17 21 22 28 -21 -22 27 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0010760275120225674 0.00022525490081245643 0.00058456044383531965 0.00028965111602861893 0.00052172335980632892 0.00095854002736384006 0.00057751414100195469 0.00096303074154407444 0.00076379182684799675 0.00044421594657589983 0.00074291181087511268 0.0009289118414488335 0.00066721400614046526 0.00033702445617054671 0.00099120358081678894 0.00071030896428887086 0.00088894053877683983 0.0008154512100353986 0.00081827233648960667 0.0010520630199364234 0.00089828943013393816 0.0010627574571735931 0.00095641590034143504 0.00090137528515463411 0.00092069068226138849 0.0009240444802682895 0.00079411172451302305 0.00073827621471897627 0.00086776690322581756 0.00093605361478553818
leaf_weight=80 103 56 79 74 55 55 98 89 52 76 84 52 60 53 135 54 85 139 55 107 91 137 61 64 59 65 107 79 54
leaf_count=80 103 56 79 74 55 55 98 89 52 76 84 52 60 53 135 54 85 139 55 107 91 137 61 64 59 65 107 79 54
internal_value=0 0.000591117 0.000653969 0.000862449 0.00070925 0.000798444 0.000878365 0.000899285 0.00081926 0.000774562 0.000886257 0.000522157 0.000456828 0.000839238 0.000806085 0.000761533 0.000932303 0.000850385 0.000893805 0.000837396 0.000998713 0.000893576 0.000807133 0.000839497 0.000813338 0.000856219 0.00078362 0.000924156 0.000994914
internal_weight=0 702 599 1656 520 352 1582 1168 414 316 1088 168 116 297 244 189 476 612 305 196 175 301 307 264 200 124 246 216 109
internal_count=2358 702 599 1656 520 352 1582 1168 414 316 1088 168 116 297 244 189 476 612 305 196 175 301 307 264 200 124 246 216 109
is_linear=0
shrinkage=0.0032998


Tree=9379
num_leaves=29
num_cat=0
split_feature=1 3 1 2 2 3 2 49 43 13 40 13 2 13 43 50 16 3 43 3 484 1213 3 43 2 2 42 42
split_gain=5.40246 1.12844 0.952052 0.345379 0.334602 0.302479 0.201247 0.126818 0.12499 0.115078 0.134769 0.0989498 0.219006 0.116238 0.11277 0.085632 0.213823 0.135071 0.0601855 0.0583396 0.0563403 0.0720276 0.0534891 0.0498631 0.0372407 0.0332683 0.0465566 0.00685433
threshold=0.109225 -0.058704999999999993 0.088340000000000016 0.16730000000000003 0.097070000000000004 -0.052614999999999995 0.11280000000000003 -0.062709999999999974 -0.094134999999999983 -1.0000000180025095e-35 -0.063404999999999989 -0.0082249999999999979 0.084535000000000013 -0.11122999999999998 -0.090419999999999986 0.081075000000000022 0.070130000000000012 -0.085374999999999993 -0.041094999999999993 -0.10468499999999999 -0.081109999999999988 -0.086394999999999986 0.096440000000000012 -0.078139999999999973 0.087210000000000024 0.10859000000000001 0.094725000000000018 -0.087004999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 9 11 15 -2 -7 -6 10 -3 13 -13 -1 -15 16 17 -4 -17 -14 24 -22 -9 -10 -16 -25 -27 -21
right_child=1 3 5 -5 8 7 -8 22 23 -11 -12 12 19 14 20 18 -18 -19 -20 27 21 -23 -24 25 -26 26 -28 -29
leaf_value=0.00088603758989387442 0.00062485416114350727 0.00027531523144515161 0.00036565236075339575 -9.1755843602417067e-05 0.00048593813698714385 0.00057125095290472706 0.00035896849997321694 0.00032211847730450764 0.00075186003185018896 0.00032120860418894417 8.157984045075314e-05 0.00097255215589788749 0.00086033732033349982 0.00058884052888768764 0.00060378413323486217 0.0007753168103091856 0.00072136141460660632 0.00058928756504278835 0.00062883607787149215 0.00075657239067851846 0.00066293448967659236 0.0007674860658128201 0.00046501148549569517 0.00068346349248227635 0.00073222700711608074 0.00053085707441094141 0.00067123423660648066 0.00070632032288735355
leaf_weight=53 80 65 54 52 54 66 52 64 58 67 100 68 53 65 58 53 70 68 86 102 92 457 56 103 52 60 52 98
leaf_count=53 80 65 54 52 54 66 52 64 58 67 100 68 53 65 58 53 70 68 86 102 92 457 56 103 52 60 52 98
internal_value=0 0.000268182 0.000682699 0.000150839 0.00072679 0.000561101 0.000520378 0.000453921 0.000633461 0.000205366 0.000158113 0.000754553 0.000804445 0.000733896 0.00072271 0.000621223 0.000574909 0.00049059 0.000684942 0.000759123 0.000735861 0.00075003 0.000389095 0.000662513 0.000664823 0.000638246 0.000596347 0.000732125
internal_weight=0 416 1942 284 1425 517 132 186 327 232 165 1098 321 777 724 331 192 122 139 253 659 549 120 273 110 215 112 200
internal_count=2358 416 1942 284 1425 517 132 186 327 232 165 1098 321 777 724 331 192 122 139 253 659 549 120 273 110 215 112 200
is_linear=0
shrinkage=0.0032998


Tree=9380
num_leaves=21
num_cat=0
split_feature=1 1 52 47 41 2 2 42 1447 1 16 49 1213 475 16 16 1213 1213 484 1
split_gain=3.70233 0.795503 0.414475 0.379214 0.24934 0.228037 0.195719 0.167191 0.152241 0.131491 0.12863 0.0995871 0.073796 0.0874707 0.0826967 0.0673156 0.0390648 0.0338242 0.0298439 0.00753015
threshold=0.10141500000000002 0.13630500000000004 -0.43163499999999994 0.094160000000000008 0.079395000000000007 0.14271500000000001 0.11366500000000002 0.077855000000000021 -0.086254999999999984 0.093575000000000019 -0.41863499999999992 -1.0000000180025095e-35 -0.056829999999999992 -0.084049999999999986 0.21684500000000004 0.26391000000000003 -0.086394999999999986 -0.13252999999999998 0.085435000000000025 0.096300000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 6 -3 8 10 -1 12 -4 -12 16 18 -15 -8 17 -10 -14 -11
right_child=1 5 3 -5 -6 -7 15 -9 9 19 11 -13 13 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0008902460293282805 0.00072533734626429528 0.00035708842231152026 0.00046112364357225562 0.00061861088330932544 0.00053130091239063566 8.3667157253777759e-05 0.00054401656223186049 0.00049849305938300809 0.00081069456742256178 0.00066990306838520159 0.00036117099688381585 0.0001747230223971674 0.00088894783233300911 0.00073659548176973201 0.00063192185194860489 0.00069777864405802124 0.00086171901280236338 0.000706506057747111 0.00076808990911292243 0.00060852752345729073
leaf_weight=78 70 59 53 103 69 77 74 91 97 65 62 65 53 912 96 59 86 65 52 70
leaf_count=78 70 59 53 103 69 77 74 91 97 65 62 65 53 912 96 59 86 65 52 70
internal_value=0 0.000423793 0.000491484 0.00044762 0.000727619 0.000202543 0.000735534 0.000382501 0.000745908 0.000738359 0.000323664 0.000266022 0.000748254 0.000736388 0.000726662 0.000612492 0.000801365 0.000769108 0.00082943 0.00063834
internal_weight=0 580 444 374 1776 136 1707 271 1574 1496 180 127 1361 1113 1008 133 248 162 105 135
internal_count=2356 580 444 374 1776 136 1707 271 1574 1496 180 127 1361 1113 1008 133 248 162 105 135
is_linear=0
shrinkage=0.0032998


Tree=9381
num_leaves=29
num_cat=0
split_feature=3 41 3 43 3 15 43 0 0 15 15 0 0 42 15 1446 1447 3 475 156 133 0 130 158 133 3 133 15
split_gain=4.72057 1.29011 1.27592 1.2303 0.928491 0.577742 0.427875 0.376529 1.12885 0.17389 0.15501 0.143258 0.268175 0.114295 0.0888533 0.0794986 0.0748835 0.0628399 0.0504139 0.0503208 0.0466888 0.085983 0.0720653 0.0451274 0.0264528 0.041302 0.0332306 0.0241651
threshold=-0.058704999999999993 0.079395000000000007 0.30112000000000005 -0.042649999999999993 0.11372500000000001 0.029300000000000003 -0.097279999999999991 -0.039129999999999991 0.11535000000000002 0.11822000000000001 -0.076519999999999991 -0.22984499999999997 -0.07304999999999999 0.092475000000000016 -0.072904999999999984 0.083715000000000026 -0.082659999999999997 -0.0072299999999999994 -0.082549999999999998 0.086945000000000008 -0.011334999999999998 -0.079604999999999995 0.006490000000000001 0.081640000000000018 0.2590050000000001 -0.086709999999999982 0.41333000000000003 -0.085499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 11 7 -2 13 -9 15 17 -5 27 16 -15 20 -1 -8 19 -18 21 22 -7 -20 25 -22 -26 -13
right_child=2 -3 -4 4 -6 9 10 8 -10 -11 -12 12 -14 14 -16 -17 18 -19 23 -21 24 -23 -24 -25 26 -27 -28 -29
leaf_value=0.0010549469944053373 0.00069429931378127126 0.0005082455381865956 0.00025393146331770922 0.00074297983959056466 0.00049717191870312933 0.001042756089160692 0.00038439107479514044 0.00035000149876112519 0.00097703411330985943 0.00084252683842807839 0.00052637081356620937 0.0009853123399595268 0.00078366595671384835 0.00092545640590945639 0.00073991553844426721 0.0011317194374740869 0.0010516966594350096 0.00022268847195947713 0.00089062956466394796 0.00090701677749611433 0.0010034930271001284 0.00092857316351061382 0.0011873634339750522 0.00099934004582305893 0.0010833231400552712 0.00089834673816571525 0.00097051900002492481 0.0010949738168058319
leaf_weight=56 66 77 100 58 90 197 55 53 77 63 52 58 78 53 68 76 65 53 361 54 104 60 52 54 64 85 73 54
leaf_count=56 66 77 100 58 90 197 55 53 77 63 52 58 78 53 68 76 65 53 361 54 104 60 52 54 64 85 73 54
internal_value=0 0.000926528 0.000598027 0.000658975 0.000785153 0.000946449 0.000470109 0.000886236 0.000721669 0.00101183 0.000377411 0.000889521 0.000934069 0.000916277 0.000821477 0.00102678 0.000935659 0.000305363 0.000923083 0.00098634 0.00101417 0.00104515 0.0010731 0.00090486 0.00098469 0.000956391 0.00102347 0.0010385
internal_weight=0 1692 664 564 338 1615 226 841 130 774 160 248 190 711 121 711 590 108 534 119 635 309 249 415 326 189 137 112
internal_count=2356 1692 664 564 338 1615 226 841 130 774 160 248 190 711 121 711 590 108 534 119 635 309 249 415 326 189 137 112
is_linear=0
shrinkage=0.0032998


Tree=9382
num_leaves=21
num_cat=0
split_feature=4 49 151 402 49 484 484 13 484 4 4 133 1213 403 2 151 13 1446 402 52
split_gain=0.300333 0.158557 0.11853 0.098773 0.0997074 0.0807937 0.11525 0.0932176 0.0738781 0.0711696 0.0757959 0.0670877 0.0666969 0.110326 0.0641201 0.054107 0.0480641 0.0440835 0.0211709 0.0142363
threshold=0.30163500000000004 -0.014869999999999998 -0.083919999999999981 0.085345000000000018 -0.008624999999999999 0.085690000000000002 0.10282500000000001 -0.088494999999999976 0.023665000000000002 0.50113000000000019 0.55608500000000005 -0.022174999999999997 0.041405000000000004 -0.0038999999999999994 0.09167500000000002 0.08357500000000001 -0.086804999999999979 0.085345000000000018 0.11522000000000002 -0.074744999999999992
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 2 -1 4 -3 7 -7 11 17 -2 -11 -6 13 -5 -13 16 -4 -9 -15 -18
right_child=9 3 15 12 5 6 -8 8 -10 10 -12 14 -14 18 -16 -17 19 -19 -20 -21
leaf_value=0.00060751310402162135 -0.00039263183409778417 0.01624263828939037 0.0051856616695487839 0.021454964724517155 0.009935238062130574 -0.00043879160614472188 0.0092399134580027006 0.010090904400909966 0.015597042415583356 0.0086946398652942101 0.00092151209180431196 -0.00046133669354422857 0.008804331124219824 0.014165968396752836 0.0073928330482987449 0.0034200863839979716 0.0095523169632380101 0.0059059459128928829 0.0094157287790456179 0.013578183055110543
leaf_weight=90 99 59 52 52 79 58 86 1015 67 85 62 57 73 63 60 58 58 79 52 52
leaf_count=90 99 59 52 52 79 58 86 1015 67 85 62 57 73 63 60 58 58 79 52 52
internal_value=0 0.00930336 0.00577414 0.00991018 0.0094171 0.00914761 0.00532907 0.0095515 0.010127 0.00307849 0.0054284 0.00613346 0.0131077 0.014978 0.00355109 0.00787959 0.00946511 0.00979034 0.0120337 0.0114718
internal_weight=0 2110 310 1800 1560 1501 144 1357 1161 246 147 196 240 167 117 220 162 1094 115 110
internal_count=2356 2110 310 1800 1560 1501 144 1357 1161 246 147 196 240 167 117 220 162 1094 115 110
is_linear=0
shrinkage=0.16829


Tree=9383
num_leaves=20
num_cat=0
split_feature=9 2 147 49 41 43 0 16 43 15 1446 0 1429 0 0 16 0 16 15
split_gain=0.154407 0.138571 0.137467 0.110246 0.0989845 0.103121 0.0808656 0.0599685 0.0597228 0.0576048 0.0536544 0.0472618 0.0438593 0.0394426 0.0692673 0.0381631 0.0240301 0.063081 0.0127568
threshold=-1.0000000180025095e-35 0.095935000000000006 0.087210000000000024 -0.064484999999999987 0.077565000000000009 -0.12584499999999996 -0.14582499999999995 -0.34140499999999996 -0.077274999999999996 0.084150000000000016 0.084075000000000025 -0.18560999999999997 0.083960000000000021 -0.14989499999999997 -0.10490499999999998 -0.073774999999999993 -0.072174999999999975 0.058765000000000005 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 9 11 -8 10 -2 12 -5 -7 -10 -15 -9 18 -18 -17
right_child=1 3 -4 6 -6 8 7 15 13 -11 -12 -13 -14 14 -16 16 17 -19 -20
leaf_value=-0.00056222927773849163 0.017845355464525699 0.00014749525329579028 0.00016498932916606226 0.005281126740958029 0.0017173151552032698 0.0052315801210819357 0.0030083218635920859 0.011080200143375993 0.013418521910497657 0.010489963508615105 0.011780804769372225 -0.0014372744358029316 0.010531309500672183 0.0031671354941741532 0.0094060608351180814 0.011274177908978925 0.0025441782396197774 0.0080414389676069769 0.0074828220307962146
leaf_weight=70 53 93 56 68 56 298 84 90 63 75 54 52 53 55 747 53 87 192 57
leaf_count=70 53 93 56 68 56 298 84 90 63 75 54 52 53 55 747 53 87 192 57
internal_value=0 0.00743801 0.0083797 0.00560328 0.00869485 0.00897307 0.00634353 0.0071905 0.0085104 0.0135496 0.00680723 0.00235485 0.00603694 0.00930576 0.00898044 0.00792016 0.00718443 0.00633368 0.0093259
internal_weight=0 2286 1510 776 1454 1398 683 563 1270 128 405 120 351 865 802 479 389 279 110
internal_count=2356 2286 1510 776 1454 1398 683 563 1270 128 405 120 351 865 802 479 389 279 110
is_linear=0
shrinkage=0.16829


Tree=9384
num_leaves=22
num_cat=0
split_feature=1 41 131 16 50 16 48 1 16 16 16 16 47 474 1 484 43 16 43 1 1
split_gain=0.114201 0.216762 0.126121 0.0816466 0.110167 0.108321 0.173773 0.0783439 0.0407638 0.0627712 0.0626684 0.0545317 0.0452587 0.0405759 0.0643041 0.044853 0.0380224 0.0320377 0.0297265 0.0492551 0.0243343
threshold=0.09518500000000002 0.079395000000000007 0.096070000000000016 0.034535000000000003 0.088895000000000016 -0.11118499999999999 0.087310000000000013 0.11918000000000002 0.21684500000000004 0.081265000000000018 0.31481000000000009 0.50597000000000014 0.077555000000000013 0.085860000000000006 0.09166500000000001 -0.0011699999999999998 -0.038674999999999994 -0.49181999999999998 -0.051239999999999987 0.10797500000000002 0.10846000000000001
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 8 3 4 5 7 -7 20 9 12 -10 -12 13 14 15 -1 -14 -9 -5 -20 -2
right_child=2 -3 -4 18 -6 6 -8 17 10 -11 11 -13 16 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0043639576635322577 0.0035168295268775134 -0.0029233522543827373 0.010822353199464481 0.0033459612884264708 0.0070120488150708588 -0.010768967894358552 0.0024545181751027172 0.002713014077948466 0.00091949552997860461 0.012300211737429692 0.011028012688990216 0.0033622776868397551 0.0073296273389592062 0.003453604787957689 0.011978179046839951 0.0073014232446244089 0.013755646851312489 -0.0029845886657224531 0.0048656372246742513 0.01183837212057479 0.0087218725086781884
leaf_weight=180 53 63 72 63 99 52 61 53 74 72 55 52 55 93 74 902 53 59 67 52 52
leaf_count=180 53 63 72 63 99 52 61 53 74 72 55 52 55 93 74 902 53 59 67 52 52
internal_value=0 0.00674022 0.00414925 0.00335995 0.00208661 0.000603528 -0.00361473 0.00280841 0.00711947 0.00742305 0.00471279 0.0073194 0.00716295 0.00687298 0.00714652 0.00681441 0.0104998 -0.000272361 0.00635155 0.00792764 0.00611168
internal_weight=0 1673 683 611 429 330 113 217 1610 1429 181 107 1357 1249 1156 1082 108 112 182 119 105
internal_count=2356 1673 683 611 429 330 113 217 1610 1429 181 107 1357 1249 1156 1082 108 112 182 119 105
is_linear=0
shrinkage=0.16829


Tree=9385
num_leaves=13
num_cat=0
split_feature=10 0 14 43 12 13 3 42 12 39 12 3
split_gain=0.164426 0.0827468 0.0952372 0.0686774 0.145965 0.0789994 0.0735168 0.158475 0.0600371 0.0731785 0.0598577 0.0458
threshold=-0.092019999999999977 -0.19242499999999998 0.018475000000000002 -0.16205499999999998 0.093840000000000021 0.10068000000000001 -0.086049999999999988 0.085790000000000019 -0.09947499999999998 0.093755000000000019 0.083795000000000022 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 4 -3 6 7 10 -8 -10 -5 -2
right_child=1 2 -4 5 -6 -7 8 -9 9 -11 -12 -13
leaf_value=-0.0038777601194966514 0.0038731650227144454 -0.0040675464267690507 0.01169855739335739 0.0017660813475977929 0.0070789317491228906 -0.00080621342031689084 0.010307136198954667 0.014008535191504095 0.0049141586658342333 -0.0013314216804589355 0.0069130585707341151 -0.0024484858632002082
leaf_weight=60 69 68 64 80 65 57 56 83 1262 55 341 61
leaf_count=60 69 68 64 80 65 57 56 83 1262 55 341 61
internal_value=0 0.00503165 0.00528328 0.00508378 0.00136647 0.00533848 0.00552604 0.00727171 0.00488393 0.00465197 0.00593928 0.000893032
internal_weight=0 2261 2131 2067 133 1934 1877 504 1373 1317 421 130
internal_count=2321 2261 2131 2067 133 1934 1877 504 1373 1317 421 130
is_linear=0
shrinkage=0.16829


Tree=9386
num_leaves=18
num_cat=0
split_feature=2 484 156 1429 3 1 16 16 2 12 484 402 0 1 12 402 52
split_gain=0.231525 0.0716169 0.170728 0.121842 0.10938 0.0940437 0.0763363 0.113078 0.0884766 0.077022 0.0855259 0.0689704 0.147856 0.052426 0.0513776 0.0462973 0.0407943
threshold=0.17576500000000003 0.079595000000000013 0.088305000000000008 0.083870000000000014 0.11745500000000002 0.13052500000000003 -0.42004999999999992 -0.24900499999999998 0.087525000000000006 0.088885000000000006 -0.082019999999999982 0.083730000000000013 -0.083604999999999985 0.077565000000000009 0.08073000000000001 -0.094124999999999986 -0.0068949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 16 6 -6 14 -8 11 10 -10 15 -13 -11 -1 -9 -3
right_child=-2 2 -4 -5 5 -7 7 8 9 13 -12 12 -14 -15 -16 -17 -18
leaf_value=0.010483625391880143 -0.0069894408642096487 0.0037142975456480503 -0.00077179826004368946 0.01566080854195032 -0.0040059101124961692 0.0048127278073631279 -0.0038163570804455801 0.0023245526232394021 0.0063146702139456065 0.0035020939421259853 -0.00069592633038828555 0.0066965896522805978 -0.0049096975474384116 0.0087584031139077874 0.0046281681599010718 0.0065530901876122557 0.0091693543677329181
leaf_weight=88 53 75 65 58 88 56 52 85 62 436 239 73 54 62 85 606 84
leaf_count=88 53 75 65 58 88 56 52 85 62 436 239 73 54 62 85 606 84
internal_value=0 0.00425037 0.00676863 0.00903557 0.00389189 -0.000563963 0.0042412 0.0038902 0.00413914 0.00287474 0.000742148 0.00537198 0.00174749 0.0041601 0.00761705 0.00603554 0.00660751
internal_weight=0 2268 282 217 1986 144 1842 1669 1617 799 301 818 127 498 173 691 159
internal_count=2321 2268 282 217 1986 144 1842 1669 1617 799 301 818 127 498 173 691 159
is_linear=0
shrinkage=0.16829


Tree=9387
num_leaves=14
num_cat=0
split_feature=4 14 3 14 1 1 1212 3 43 43 4 3 3
split_gain=0.176271 0.236449 0.153353 0.0937 0.080961 0.0705676 0.0639667 0.0931638 0.0603341 0.0660213 0.0530165 0.0450548 0.0449664
threshold=0.51136500000000018 -0.072219999999999993 0.091170000000000015 0.062655000000000016 0.097555000000000017 0.12835000000000002 0.082415000000000016 -0.090624999999999997 -0.038674999999999994 0.091510000000000022 0.024315000000000003 -0.086049999999999988 -0.12595999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 8 -8 12 -10 -6 -9 -3
right_child=-2 2 4 -5 10 -7 7 11 9 -11 -12 -13 -14
leaf_value=0.012745932754377354 -0.0035099424898402992 -0.0015156400987453788 -0.0057991265081154646 0.010180679684440591 0.0045763700946366516 -0.0021937252111525678 -0.004936992482758115 0.0065371529798776895 0.0062868453228208431 0.0020903769782317592 -0.0017509782845401803 0.0011087073432532678 0.0035573788169240505
leaf_weight=78 102 52 67 63 71 58 54 66 508 136 79 129 858
leaf_count=78 102 52 67 63 71 58 54 66 508 136 79 129 858
internal_value=0 0.00363645 0.00330374 0.00378225 -0.000930629 0.00356468 0.00375091 0.00123646 0.00415265 0.00540342 0.00123199 0.00295524 0.00326552
internal_weight=0 2219 2141 1924 217 1861 1803 249 1554 644 150 195 910
internal_count=2321 2219 2141 1924 217 1861 1803 249 1554 644 150 195 910
is_linear=0
shrinkage=0.16829


Tree=9388
num_leaves=27
num_cat=0
split_feature=1 4 48 1 123 1 4 0 131 4 0 16 16 48 50 15 47 13 1213 4 4 15 13 13 52 0
split_gain=5.74613 0.836384 0.48844 0.44778 0.392015 0.384135 0.188753 0.163336 0.153086 0.143694 0.142091 0.140364 0.135262 0.134695 0.1229 0.118902 0.1582 0.103137 0.0962727 0.078212 0.238821 0.0742849 0.066221 0.0654261 0.061365 0.0216574
threshold=0.10678500000000002 0.41181500000000004 0.014805 0.092415000000000011 1.0000000180025095e-35 0.12958500000000003 0.053455000000000009 -0.068669999999999995 0.087705000000000019 -0.15333499999999997 -0.083554999999999977 -0.0036549999999999998 -0.36241499999999999 0.09111000000000001 0.10022000000000002 0.090725000000000014 0.083875000000000019 1.0000000180025095e-35 0.077040000000000011 -0.088499999999999981 -0.44205499999999992 -0.45726999999999995 -0.094609999999999986 -0.050149999999999993 -0.026714999999999999 -0.089704999999999993
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=3 2 8 6 9 -3 10 -4 11 -5 14 -2 -8 18 17 16 -11 22 19 20 -12 -7 -1 -21 -24 -14
right_child=1 5 7 4 -6 21 12 -9 -10 15 13 -13 25 -15 -16 -17 -18 -19 -20 23 -22 -23 24 -25 -26 -27
leaf_value=0.00083990712018442739 0.00051267237190994678 0.00024823599187415781 0.000306255966302097 0.00072959440351439537 0.00027480990296326567 3.5208588661913626e-05 0.00068468293630130476 5.8890840416619347e-05 0.00060958072564189962 0.00033725909222722831 0.00074113545748404985 0.00027241783831330062 0.00044636778732279363 0.00048965784526671904 0.00061373830495410945 0.00063912137050478406 0.00059469433937075968 0.00088482358614403334 0.00078597282792005263 0.00063033566903963119 0.000441395737932975 -0.00013600855328543265 0.00065378163743332529 0.0007112474619665924 0.0007400048918512613 0.00054538486940153947
leaf_weight=54 56 79 64 61 53 53 73 54 58 52 53 52 52 52 100 81 54 52 69 223 66 57 140 242 312 59
leaf_count=54 56 79 64 61 53 53 73 54 58 52 53 52 52 52 100 81 54 52 69 223 66 57 140 242 312 59
internal_value=0 0.000242943 0.000356171 0.00065067 0.000533657 7.26149e-05 0.000673415 0.000193354 0.000471696 0.000588834 0.000686938 0.00039732 0.00057305 0.000653857 0.000722328 0.000542729 0.000468738 0.000741725 0.000666879 0.000652748 0.000575189 -5.31928e-05 0.000726949 0.00067252 0.000713377 0.000499316
internal_weight=0 473 284 1848 301 189 1547 118 166 248 1363 108 184 705 658 187 106 558 653 584 119 110 506 465 452 111
internal_count=2321 473 284 1848 301 189 1547 118 166 248 1363 108 184 705 658 187 106 558 653 584 119 110 506 465 452 111
is_linear=0
shrinkage=0.0032998


Tree=9389
num_leaves=17
num_cat=0
split_feature=1 2 12 39 14 4 4 52 52 15 4 4 0 12 1 15
split_gain=3.33143 1.01219 0.575378 0.329578 0.268763 0.232312 0.198825 0.166703 0.152124 0.136141 0.125351 0.177119 0.104812 0.121943 0.0593412 0.0186261
threshold=0.10678500000000002 0.16730000000000003 0.085090000000000013 0.081875000000000017 0.062655000000000016 0.23590000000000003 0.060575000000000011 0.057125000000000002 0.038145000000000005 -0.091604999999999978 -0.49432999999999994 -0.099704999999999974 -0.11073999999999999 0.088485000000000022 0.13301500000000002 -0.089104999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 6 -4 10 9 15 14 -1 -12 -13 -14 -2 -8
right_child=1 -3 5 -5 -6 -7 8 -9 -10 -11 11 12 13 -15 -16 -17
leaf_value=0.00085899928450743589 0.0003387124997619011 -1.440444871469705e-06 0.00075880143529194629 0.00054173129365809366 0.0009550272133569854 0.00047562858601819265 0.00049518345574888303 0.00054414093614438535 0.00074888506389247109 0.00043583485846386641 0.00058686701138766677 0.00062170931342567606 0.0007870343124516926 0.00072075584521889792 0.00018928600846318766 0.00059148165949599691
leaf_weight=100 65 55 84 98 62 52 52 60 66 102 84 74 601 659 55 52
leaf_count=100 65 55 84 98 62 52 52 60 66 102 84 74 601 659 55 52
internal_value=0 0.000418741 0.000474112 0.000729297 0.00073978 0.000650789 0.000731853 0.000388781 0.00062355 0.000346634 0.000743959 0.000735821 0.000745174 0.000752398 0.000270519 0.000543671
internal_weight=0 473 418 1848 1750 136 1688 282 170 222 1518 1418 1334 1260 120 104
internal_count=2321 473 418 1848 1750 136 1688 282 170 222 1518 1418 1334 1260 120 104
is_linear=0
shrinkage=0.0032998


Tree=9390
num_leaves=17
num_cat=0
split_feature=4 10 13 123 13 4 16 483 130 4 43 14 0 4 0 133
split_gain=13.3707 2.9652 1.8763 0.894024 0.644831 0.365466 0.358608 0.192674 0.189634 0.17836 0.153739 0.140986 0.156468 0.0998051 0.107832 0.0533971
threshold=0.30163500000000004 -1.0000000180025095e-35 -0.16392499999999996 1.0000000180025095e-35 -0.085409999999999986 0.024315000000000003 -0.54057999999999995 -0.028644999999999997 0.0084900000000000028 -0.080429999999999988 -1.0000000180025095e-35 -0.42214499999999994 -0.092319999999999985 0.065590000000000009 -0.089594999999999994 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 7 -2 -6 -9 -4 15 -8 -13 14 -11 -7
right_child=6 2 3 -5 5 10 11 8 -10 13 -12 12 -14 -15 -16 -17
leaf_value=0.00042781569210900808 0.0004796494758868176 0.00059629256597005143 0.0013514726541246818 0.00075788026489544082 0.0012706768828863811 0.0010828385715339109 0.00031341766545480657 0.0010738457381041574 0.0011862762341497597 0.0012977069068333673 0.00083660281125272384 0.00023548267029612077 7.6931218629485151e-06 0.0010641009259948087 0.0011574092781964937 0.00094505150013673804
leaf_weight=79 58 84 103 80 74 79 62 955 206 114 78 66 66 60 146 61
leaf_count=79 58 84 103 80 74 79 62 955 206 114 78 66 66 60 146 61
internal_value=0 0.00105582 0.00108012 0.00110088 0.00111549 0.00108228 0.000251614 0.00110445 0.00109382 0.00122949 0.000956504 0.000183257 0.000121855 0.00119012 0.00121906 0.00102305
internal_weight=0 2119 2040 1956 1876 1453 252 1235 1161 423 218 194 132 320 260 140
internal_count=2371 2119 2040 1956 1876 1453 252 1235 1161 423 218 194 132 320 260 140
is_linear=0
shrinkage=0.0032998


Tree=9391
num_leaves=25
num_cat=0
split_feature=1 155 12 13 15 157 34 484 13 401 159 12 1 13 12 42 13 401 13 13 43 12 1 15
split_gain=0.343669 0.140828 0.125268 0.109615 0.100867 0.0749137 0.100968 0.123919 0.0725233 0.0721897 0.0693559 0.0646631 0.0861952 0.0582415 0.122076 0.0560505 0.0479 0.0394555 0.096787 0.0577685 0.0472185 0.0372083 0.0242757 0.00693187
threshold=0.08801500000000001 0.099270000000000011 0.083785000000000012 -0.085934999999999997 -0.37478999999999996 -0.07686999999999998 -1.0000000180025095e-35 -0.020124999999999994 -0.079299999999999995 0.082755000000000009 0.089755000000000015 0.095935000000000006 0.10587000000000001 -0.092489999999999989 0.085425000000000015 0.096575000000000008 -0.084484999999999991 0.080190000000000011 0.0066850000000000008 0.10506500000000002 -0.09168999999999998 0.082165000000000016 0.080475000000000005 -0.010414999999999999
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 4 21 9 8 -6 -7 -8 -2 13 16 12 -9 -4 -15 -13 -5 18 20 -20 -18 22 23 -1
right_child=1 -3 3 10 5 6 7 11 -10 -11 -12 15 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0082728118538649767 0.0013839791003291703 0.0094826367841312435 0.0061268611946894425 -0.00090625795832841396 -0.0028535278820155633 0.0096674594990386227 0.0087923137598279605 -0.0017803425018462825 -0.0057077935860211128 0.0032458322441434738 0.0094454472495441259 0.001323623039287659 0.0032062277444690622 0.0074059859348574808 0.017489385530492122 0.0085921179723769409 -0.00037910424999321456 0.00057775136759932472 0.01270799844829836 0.005103471859890958 0.0043928786706386534 0.012833261713001535 0.0056027441116697487 0.010991701279575839
leaf_weight=62 78 67 83 52 71 57 72 234 85 64 73 65 169 79 61 57 66 72 62 54 487 71 67 63
leaf_count=62 78 67 83 52 71 57 72 234 85 64 73 65 169 79 61 57 66 72 62 54 487 71 67 63
internal_value=0 0.00203774 0.00617223 0.00541262 0.001474 0.00232569 0.0028907 0.00224067 -0.00230316 0.00827031 0.00446349 0.00133873 0.000306342 0.00970425 0.0118123 0.00473429 0.0040026 0.00434951 0.00475275 0.00918345 0.0038201 0.00949554 0.00825192 0.00965751
internal_weight=0 955 1416 1153 888 725 654 597 163 287 866 525 403 223 140 122 793 741 669 116 553 263 192 125
internal_count=2371 955 1416 1153 888 725 654 597 163 287 866 525 403 223 140 122 793 741 669 116 553 263 192 125
is_linear=0
shrinkage=0.16829


Tree=9392
num_leaves=25
num_cat=0
split_feature=1 2 2 2 3 1 3 3 11 1 3 1 48 3 2 1213 3 1 2 2 131 48 50 133
split_gain=4.3521 0.695377 0.581497 0.420256 0.374904 0.183626 0.176288 0.174818 0.174374 0.20084 0.199323 0.164818 0.115809 0.114462 0.100605 0.0947957 0.0960386 0.0710229 0.0429197 0.0341247 0.0191251 0.011286 0.00646057 0.00478877
threshold=0.10932500000000002 -0.0091949999999999983 0.10161500000000002 0.13631000000000001 -0.036844999999999996 0.088785000000000017 0.0075150000000000008 0.12991000000000003 0.08326500000000002 0.081315000000000012 0.083605000000000013 0.11859500000000002 0.089670000000000014 -0.10468499999999999 1.0000000180025095e-35 -0.12977499999999997 -0.027864999999999997 0.092485000000000026 0.12358500000000001 0.087975000000000012 0.087205000000000019 0.099240000000000009 0.089390000000000011 0.022390000000000004
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 -1 5 4 11 12 -6 -5 9 18 -11 -2 13 19 17 -15 -17 22 23 -3 -19 -14 -7 -4
right_child=3 2 8 7 6 14 -8 -9 -10 10 -12 -13 21 15 -16 16 -18 20 -20 -21 -22 -23 -24 -25
leaf_value=0.00029689773989942148 0.00062381752374736658 0.00075621761994062097 0.00057112134060885705 2.053846171094305e-05 0.00013448890734869785 0.00060921722996040738 0.00034933603501092884 0.00025026830691544791 0.00072474658506551954 0.00025004925585760281 0.00053944837127698517 0.00036649773951694055 0.00056441029821194244 0.00082614798925876188 0.00048487522966011629 0.00068457885995883714 0.00079510259278506973 0.00072629140433359721 0.00048538642060982505 0.00088242559222935534 0.00063914119108839996 0.00064052896971183635 0.00054419545208320185 0.00061699538678841842
leaf_weight=60 59 52 81 73 74 52 97 72 52 52 53 52 53 70 55 796 101 88 53 56 55 62 53 100
leaf_count=60 59 52 81 73 74 52 97 72 52 52 53 52 53 70 55 796 101 88 53 56 55 62 53 100
internal_value=0 0.000647683 0.000658836 0.000279615 0.000353924 0.000688593 0.000256567 0.000134854 0.000545121 0.000517463 0.000396462 0.000503589 0.000707258 0.000718084 0.000615172 0.000706444 0.000697063 0.000643926 0.000571608 0.000821985 0.000693018 0.000605755 0.000576732 0.000596661
internal_weight=0 1944 1884 427 282 1493 171 145 391 339 105 111 1190 1075 303 967 897 248 234 108 143 115 105 181
internal_count=2371 1944 1884 427 282 1493 171 145 391 339 105 111 1190 1075 303 967 897 248 234 108 143 115 105 181
is_linear=0
shrinkage=0.0032998


Tree=9393
num_leaves=15
num_cat=0
split_feature=4 2 2 4 13 13 403 49 15 16 150 4 52 16
split_gain=0.228556 0.178349 0.105127 0.0925536 0.085017 0.0632842 0.0724983 0.0791168 0.0665646 0.0617059 0.0674697 0.0298193 0.0221286 0.0157294
threshold=0.41181500000000004 0.14271500000000001 -0.0091949999999999983 -0.50388999999999984 -0.079299999999999995 -0.086219999999999977 -0.0051499999999999992 0.086055000000000006 -0.14820999999999998 -0.11777499999999998 0.10874500000000002 -0.07581499999999998 0.044705000000000002 -0.49181999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 -5 11 -7 12 -11 -8 -10 -6
right_child=4 -3 3 5 13 8 7 -9 9 10 -12 -13 -14 -15
leaf_value=-0.00066766843177489649 0.0024839987664762994 -0.0032606096255367585 0.010817080318339284 0.011191129013729071 -0.0020623467319636781 0.0095324774341770443 0.0019318307089037762 0.010671686671472912 0.0096601105586583032 0.0040835099784116901 -0.0020849752715651573 0.0056194524789806091 0.0051607982505466861 -0.0061138731154857691
leaf_weight=89 99 77 81 85 52 70 93 73 73 1210 52 198 58 61
leaf_count=89 99 77 81 85 52 70 93 73 73 1210 52 198 58 61
internal_value=0 0.00467887 0.00497337 0.00522618 -0.00110506 0.00498838 0.00674383 0.00570038 0.0044484 0.00419163 0.00382792 0.00444711 0.00768176 -0.00426535
internal_weight=0 2159 2082 1993 212 1912 449 364 1463 1393 1262 291 131 113
internal_count=2371 2159 2082 1993 212 1912 449 364 1463 1393 1262 291 131 113
is_linear=0
shrinkage=0.16829


Tree=9394
num_leaves=21
num_cat=0
split_feature=15 12 150 49 12 15 12 49 1428 15 15 12 124 51 1210 157 52 51 51 15
split_gain=3.00977 1.44177 0.498967 0.377559 0.27528 0.233442 0.209759 0.169514 0.12841 0.123444 0.142683 0.107361 0.0924404 0.0920153 0.0712916 0.049544 0.0459099 0.0441401 0.0411355 0.0395065
threshold=-0.37478999999999996 0.077755000000000005 0.083680000000000018 0.10449500000000002 0.12701500000000002 -0.10556999999999998 0.083325000000000024 -0.062709999999999974 1.0000000180025095e-35 -0.035449999999999988 -0.075694999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.043349999999999993 -0.08453999999999999 -0.085709999999999995 0.055990000000000005 -0.020999999999999994 -0.0021499999999999996 -0.46503999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 5 6 -2 -3 12 9 10 18 -7 -4 -13 -11 -16 19 -12 -8 -1
right_child=1 4 7 -5 -6 11 8 -9 -10 14 17 13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0001699659613119617 0.00078153365106177117 0.00083955916912947868 0.00028490375800729753 0.00031648943428558453 0.00042730966595322649 0.00044657010476320362 0.00070519486598507859 0.00015457227806005324 0.00081656083725155468 0.00056269702008573366 0.00056201860389549943 0.00049933484430567403 0.00047703605000551358 0.00068196806844412637 0.00076690498811633225 0.00067045145021473959 0.00022157533305708227 0.00043777530906977656 0.00061956454395251928 4.2056770407335283e-05
leaf_weight=53 53 71 57 74 57 90 90 55 53 67 91 58 55 68 68 879 59 53 266 54
leaf_count=53 53 71 57 74 57 90 90 55 53 67 91 58 55 68 68 879 59 53 266 54
internal_value=0 0.000608155 0.000454103 0.000526265 0.000654487 0.000583842 0.00066237 0.000305679 0.00065432 0.000648617 0.000605446 0.000535171 0.000379569 0.000598178 0.000669869 0.000677415 0.000147124 0.000516535 0.000641312 0.000105743
internal_weight=0 2205 510 343 1695 269 1638 167 1567 1514 500 216 112 126 1014 947 166 144 356 107
internal_count=2371 2205 510 343 1695 269 1638 167 1567 1514 500 216 112 126 1014 947 166 144 356 107
is_linear=0
shrinkage=0.0032998


Tree=9395
num_leaves=15
num_cat=0
split_feature=4 3 12 1 4 0 14 1 2 1 133 3 12 3
split_gain=6.5623 1.50433 1.31209 0.78522 0.662719 1.16971 0.453533 0.425643 0.3131 0.448807 0.206611 0.141492 0.0921522 0.052175
threshold=0.30163500000000004 0.17646500000000004 -0.077034999999999978 0.13052500000000003 -0.42305999999999994 -0.026509999999999995 0.019675000000000002 0.09518500000000002 0.089775000000000008 0.088985000000000022 -0.006494999999999999 1.0000000180025095e-35 0.093225000000000016 0.06269000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 11 12 6 8 -1 10 -10 -6 -2 -4 -5
right_child=3 -3 4 13 5 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.00082810805447313719 0.00037065074952825238 0.00036382656545593379 0.0011834507991553547 0.00015736065470883508 0.0009907070845407396 0.00041727313996640117 0.0011629424664440704 0.00045776574485057624 0.00086851888353605029 0.00061067213236407406 0.00089206841310390176 0.00058707164060126734 0.0010084638411636782 1.2030695470837763e-05
leaf_weight=52 78 63 93 57 366 56 71 99 513 87 680 59 57 52
leaf_count=52 78 63 93 57 366 56 71 99 513 87 680 59 57 52
internal_value=0 0.000867112 0.000882382 0.000297759 0.000905674 0.000887759 0.000903083 0.000585534 0.000891853 0.00083119 0.000926616 0.000464111 0.00111719 8.83521e-05
internal_weight=0 2137 2074 246 1923 1773 1717 151 1646 600 1046 137 150 109
internal_count=2383 2137 2074 246 1923 1773 1717 151 1646 600 1046 137 150 109
is_linear=0
shrinkage=0.0032998


Tree=9396
num_leaves=17
num_cat=0
split_feature=3 2 448 1453 2 4 3 51 2 4 151 3 130 131 1212 3
split_gain=0.217374 0.120274 0.0703516 0.0535203 0.047096 0.0818622 0.11943 0.0784705 0.0870925 0.134912 0.0707538 0.0616602 0.0663008 0.0539616 0.0359055 0.016169
threshold=0.31343500000000007 0.13752500000000004 -0.076874999999999985 -0.077764999999999987 0.08647500000000001 -0.012089999999999998 -0.044759999999999994 1.0000000180025095e-35 0.094030000000000016 -0.047309999999999998 -0.070479999999999987 0.10449500000000002 0.0084900000000000028 0.089255000000000015 0.092360000000000012 -0.013399999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 14 11 -9 -10 -7 12 -6 -12 -5 -3
right_child=-2 15 3 4 7 10 -8 8 9 -11 13 -13 -14 -15 -16 -17
leaf_value=0.010589160752738754 -0.0037737097875124785 -0.002257408736717184 0.0093586136110319473 0.0056533631368394259 0.0021823059887525328 0.0022561105988988962 -0.003221538287471442 0.0029059803089622306 0.016054706908248423 0.0051194014680270312 0.010487941077380171 0.0088005801856067007 0.0059118404311743313 0.0046298562040419248 0.00099965521893167868 0.0016756015770656222
leaf_weight=63 88 65 73 489 690 53 52 98 54 80 188 54 169 60 53 54
leaf_count=63 88 65 73 489 690 53 52 98 54 80 188 54 169 60 53 54
internal_value=0 0.00473825 0.00502322 0.00485642 0.00469443 0.0056139 0.00446121 0.00397415 0.0067452 0.00953957 0.0078827 0.00326804 0.00291815 0.00907791 0.00520161 -0.000457584
internal_weight=0 2295 2176 2113 2040 895 594 1145 232 134 301 913 859 248 542 119
internal_count=2383 2295 2176 2113 2040 895 594 1145 232 134 301 913 859 248 542 119
is_linear=0
shrinkage=0.16829


Tree=9397
num_leaves=30
num_cat=0
split_feature=1 1 124 150 12 15 12 4 16 4 47 15 4 1446 13 1 16 474 16 133 16 13 16 12 133 133 13 1212 13
split_gain=9.80517 1.28751 0.991884 0.727004 0.465991 0.461163 0.306683 0.275323 0.217941 0.289069 0.195986 0.320468 0.177519 0.147421 0.100952 0.116362 0.112806 0.089686 0.088447 0.0510095 0.091409 0.0648278 0.0495933 0.0461161 0.0348919 0.0200548 0.0172949 0.0156661 0.00841781
threshold=0.10684 0.12394500000000001 -0.080389999999999989 0.084680000000000019 0.085090000000000013 0.022565000000000005 0.077755000000000005 -0.13833499999999996 0.15454000000000004 -9.4999999999999992e-05 0.11402500000000002 -0.41309499999999993 0.0051600000000000005 0.083715000000000026 -0.050754999999999995 0.07635500000000002 -0.075434999999999988 0.083685000000000023 -0.092484999999999984 0.037060000000000003 -0.071629999999999985 -0.09219999999999999 -0.0068949999999999992 0.087745000000000004 -0.0044049999999999992 0.032620000000000003 -0.0086749999999999969 0.087440000000000004 -0.087359999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 8 -8 9 -4 11 -3 17 14 19 16 27 24 25 21 -21 -7 -19 -17 -9 -14 -25 -16 -23
right_child=1 10 5 -5 -6 13 7 12 -10 -11 -12 -13 18 -15 15 23 -18 22 -20 20 -22 28 -24 26 -26 -27 -28 -29 -30
leaf_value=0.00068933221177937894 0.00061668487858230841 0.00040958084321748855 0.00063321161614502471 0.0003772623978201824 0.00093948601211306468 0.001172288446279833 0.00085141196277621091 0.00097662540553124732 0.0010717718321098103 0.00094233102902833293 0.00050833281902849087 0.00011980026570587288 0.00099108397646978852 0.0012527366759127656 0.0011131812023153593 0.0012946595617478157 0.00098405528125125618 0.0012250406511210331 0.00089733894914893232 0.00088942515434985853 0.001081124097267701 0.00099612673262741269 0.0011032593901930412 0.0012151525316529271 0.0010780274299425428 0.0010955670093170408 0.0011131798287610406 0.0011886198307924168 0.0010729341504813888
leaf_weight=83 101 90 55 68 96 69 78 53 54 86 52 78 55 81 182 52 80 77 91 53 64 53 92 52 267 52 52 58 59
leaf_count=83 101 90 55 68 96 69 78 53 54 86 52 78 55 81 182 52 80 77 91 53 64 53 92 52 267 52 52 58 59
internal_value=0 0.000517414 0.0010433 0.000672453 0.000774168 0.00105947 0.00100944 0.0010395 0.00089135 0.000822002 0.000330502 0.00027525 0.0010608 0.0011156 0.0011012 0.00113201 0.00109479 0.00109515 0.000975795 0.00105187 0.000994587 0.00108871 0.00115895 0.00120812 0.00106134 0.00104219 0.0011645 0.00113156 0.0010369
internal_weight=0 485 1898 265 197 1815 960 765 195 141 220 168 687 855 774 476 320 489 198 298 117 181 169 156 320 107 104 240 112
internal_count=2383 485 1898 265 197 1815 960 765 195 141 220 168 687 855 774 476 320 489 198 298 117 181 169 156 320 107 104 240 112
is_linear=0
shrinkage=0.0032998


Tree=9398
num_leaves=22
num_cat=0
split_feature=4 2 40 2 2 0 124 0 4 0 2 39 4 133 0 158 1213 0 4 0 4
split_gain=9.71384 3.58379 1.66449 1.19054 0.79992 0.727944 0.395302 0.339466 0.481999 0.374048 0.278933 0.212609 0.131729 0.136667 0.107193 0.0956771 0.0943028 0.0762539 0.106397 0.097717 0.0305129
threshold=0.30163500000000004 0.14106500000000002 -0.026419999999999996 0.10472500000000001 0.14823500000000003 -0.11471499999999998 -0.080389999999999989 -0.076209999999999986 -0.17689999999999997 -0.063914999999999986 0.089885000000000007 0.088025000000000006 -0.072054999999999994 0.032620000000000003 -0.059914999999999989 0.10544500000000002 -0.13252999999999998 -0.072864999999999985 -0.030434999999999993 0.11535000000000002 -0.068484999999999976
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 2 6 7 11 -5 -1 10 -9 20 15 14 -12 -14 -2 16 -4 -7 19 -19 -10
right_child=4 -3 3 5 -6 17 -8 8 9 -11 12 -13 13 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0007192469996863646 0.00071602114389714589 0.00047970169449157744 0.0014373474764126902 0.00067466019878332281 0.00011775617533454841 0.00099251353631875264 0.0010611601289874971 0.0013685601455795246 0.0012124259094875411 0.00088254729083279363 0.0013531823637899277 0.00039723669302121081 0.0010896409918815407 0.0012445263239860046 0.0005241996022552906 0.0014520085666002635 0.0012971262383835193 0.0012772208322126143 0.001012688508504517 0.0010838414569779536 0.0011146641495981776
leaf_weight=86 90 78 61 52 52 52 66 96 103 69 54 52 128 134 52 57 848 73 52 53 75
leaf_count=86 90 78 61 52 52 52 66 96 103 69 54 52 128 134 52 57 848 73 52 53 75
internal_value=0 0.00117474 0.00120105 0.00122758 0.000482055 0.00102899 0.000867941 0.00126203 0.0011687 0.00109087 0.00128697 0.000579521 0.00120058 0.00116899 0.000646025 0.00131519 0.00130657 0.00110894 0.00114276 0.00119616 0.00117143
internal_weight=0 2137 2059 1907 246 282 152 1625 343 247 1282 194 316 262 142 966 909 230 178 126 178
internal_count=2383 2137 2059 1907 246 282 152 1625 343 247 1282 194 316 262 142 966 909 230 178 126 178
is_linear=0
shrinkage=0.0032998


Tree=9399
num_leaves=17
num_cat=0
split_feature=3 2 133 42 160 52 14 2 3 1453 0 0 2 1 2 0
split_gain=0.204837 0.122939 0.117228 0.0657163 0.108065 0.0579705 0.0398067 0.047693 0.1546 0.0415067 0.040533 0.0855495 0.0465838 0.0458202 0.0391347 0.054749
threshold=0.31343500000000007 0.10472500000000001 -0.059434999999999995 0.10691000000000002 -0.063919999999999991 0.024560000000000002 0.076175000000000007 -0.0050599999999999994 -0.015069999999999998 -0.077764999999999987 -0.041074999999999993 -0.064804999999999988 0.089540000000000022 0.081540000000000015 0.10796500000000002 -0.049024999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 14 7 8 -1 -9 11 12 -11 -12 -6 -16
right_child=-2 2 3 -5 5 -7 -8 9 -10 10 13 -13 -14 -15 15 -17
leaf_value=0.0081681648977045777 -0.0027360664287740541 -0.0027350691841760456 0.011403023246375404 -0.00030977371053161353 0.00086407002200235294 -0.0010555767034481685 0.010154028783022162 0.010614123670396883 -0.0037193995619534525 0.0067779337663242964 0.0056069741516136902 -0.00068736685445185792 0.004640985233162258 0.012632828979008845 0.0040267061358263065 0.010179083250494847
leaf_weight=69 88 79 66 72 52 55 70 61 56 941 52 54 427 56 122 63
leaf_count=69 88 79 66 72 52 55 70 61 56 941 52 54 427 56 122 63
internal_value=0 0.0055241 0.00320951 0.00430583 0.00523913 0.00383977 0.00618274 0.00601969 0.00282816 0.00626931 0.00609491 0.00585276 0.00611223 0.00926665 0.0049834 0.00613155
internal_weight=0 2295 509 430 358 292 1786 1716 125 1591 1530 1422 1368 108 237 185
internal_count=2383 2295 509 430 358 292 1786 1716 125 1591 1530 1422 1368 108 237 185
is_linear=0
shrinkage=0.16829


Tree=9400
num_leaves=16
num_cat=0
split_feature=4 3 13 0 394 1456 16 0 481 13 16 16 3 2 2
split_gain=0.207543 0.0618439 0.0652657 0.048216 0.0449014 0.0468805 0.0493217 0.154799 0.110866 0.0825789 0.0739836 0.047757 0.099094 0.0331664 0.0313289
threshold=0.27044500000000005 -0.00094999999999999989 -1.0000000180025095e-35 -0.18087499999999998 0.0034050000000000005 -0.23007499999999997 0.081265000000000018 0.0037850000000000002 -0.08452999999999998 -0.083669999999999981 0.0086100000000000013 0.51148500000000008 -0.049204999999999992 0.11093500000000002 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 14 -3 -1 5 -5 7 8 -7 -8 -10 12 -11 -13 -2
right_child=1 2 -4 4 -6 6 9 -9 10 11 -12 13 -14 -15 -16
leaf_value=0.0096536546485132615 0.0057818879350295567 -0.0049001880087386528 0.0025885980420724489 0.009877263707891255 0.0096258542536721038 -0.0015864554515163634 0.012319470822415166 -0.0045484231660388287 0.0053826700608854104 0.0060020323545330418 0.00054020478322963183 0.0057408020579257724 -0.0023998512725307273 0.011220129076569569 0.00059232389252460995
leaf_weight=69 60 89 52 54 61 75 59 53 1272 156 97 80 53 54 75
leaf_count=69 60 89 52 54 61 75 59 53 1272 156 97 80 53 54 75
internal_value=0 0.000331973 -0.00212562 0.00525006 0.0050983 0.00495596 0.00481507 0.00436694 0.00469541 0.0064794 0.00504087 0.0054696 0.00386282 0.0079623 0.0029121
internal_weight=0 276 141 2083 2014 1953 1899 1497 1444 402 1369 343 209 134 135
internal_count=2359 276 141 2083 2014 1953 1899 1497 1444 402 1369 343 209 134 135
is_linear=0
shrinkage=0.16829


Tree=9401
num_leaves=13
num_cat=0
split_feature=10 15 49 40 1212 1212 13 2 2 394 15 133
split_gain=0.0906633 0.107482 0.0878548 0.0913444 0.0657412 0.0914902 0.0656183 0.0650139 0.0615756 0.0443726 0.0400521 0.0199221
threshold=-1.0000000180025095e-35 -0.45015499999999992 0.14541000000000001 -0.08267999999999999 0.083355000000000026 0.092815000000000022 -0.16392499999999996 -0.00097499999999999985 0.13538500000000001 -0.081744999999999984 0.084675000000000014 0.024130000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 6 10 -5 -1 9 -8 -6 -7
right_child=1 2 -4 4 5 11 8 -9 -10 -11 -12 -13
leaf_value=0.0027685415189077495 -0.0016131882313291427 0.011171244334497073 -0.0016053533913232998 0.0001514100011697137 0.0012812794038970518 0.0061615030696209293 0.00090304554073617795 -0.0049938052835563863 0.010332467590721213 0.0049711192476887545 -0.0053029044654926546 0.0020556649079638348
leaf_weight=72 88 58 67 85 52 87 81 53 59 1548 52 57
leaf_count=72 88 58 67 85 52 87 81 53 59 1548 52 57
internal_value=0 0.00413636 0.00437296 0.00456649 0.00437605 0.00179797 0.00473565 -0.000508321 0.00496543 0.00476994 -0.00199354 0.00454875
internal_weight=0 2234 2146 2079 2021 248 1773 125 1688 1629 104 144
internal_count=2359 2234 2146 2079 2021 248 1773 125 1688 1629 104 144
is_linear=0
shrinkage=0.16829


Tree=9402
num_leaves=23
num_cat=0
split_feature=4 123 4 0 4 0 15 39 43 41 0 0 4 0 158 52 480 49 403 4 4 0
split_gain=4.68051 1.1123 0.239943 0.170649 0.384184 0.238726 0.164572 0.175837 0.156294 0.144959 0.225343 0.48943 0.139504 0.122071 0.0894298 0.0801352 0.0713664 0.0533575 0.0459404 0.0328014 0.0474542 0.0308314
threshold=0.30163500000000004 0.080635000000000012 0.043850000000000007 -0.066849999999999979 -0.47860499999999995 -0.023359999999999995 -0.42443999999999993 0.087880000000000014 -0.081694999999999976 0.075585000000000013 -0.12608499999999997 -0.15503499999999998 -0.036279999999999993 -0.10075499999999998 1.0000000180025095e-35 0.088555000000000009 0.086850000000000024 0.10290500000000001 0.0041950000000000008 0.18420500000000004 0.076415000000000025 0.056265000000000009
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 2 3 9 21 12 7 -2 -3 10 11 -1 -6 -8 17 16 -12 19 -17 20 -4 -5
right_child=6 8 14 4 5 -7 13 -9 -10 -11 15 -13 -14 -15 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=0.00087114045474209908 0.00048611010598528049 0.00034856517459687803 0.00065950562794447659 0.00095158002777234187 0.00081306237332205548 0.00049733395456151726 0.00031001422411952291 0.00023465896507874687 0.00058810358839510996 0.0009987047875143454 0.0008596219589096859 0.00043822239095079089 0.00059901470730965565 0.00010372909021081885 0.00080001557515416372 0.00077250215799314287 0.00073685911897202892 0.00057406218171103703 0.00087927471541759397 0.000626207790937885 0.00080267284324366092 0.00083863636419391854
leaf_weight=64 75 62 54 52 91 71 68 52 59 52 747 52 55 59 82 306 60 53 58 52 57 78
leaf_count=64 75 62 54 52 91 71 68 52 59 52 747 52 55 59 82 306 60 53 58 52 57 78
internal_value=0 0.000773513 0.000792271 0.000807672 0.000741446 0.000655833 0.000299083 0.000383431 0.000465656 0.000824808 0.000817754 0.000677377 0.000732669 0.000214458 0.00070502 0.00083163 0.000850538 0.000668794 0.000789612 0.00069938 0.000733341 0.000884085
internal_weight=0 2105 1984 1686 347 217 254 127 121 1339 1287 116 146 127 298 1171 807 216 364 163 111 130
internal_count=2359 2105 1984 1686 347 217 254 127 121 1339 1287 116 146 127 298 1171 807 216 364 163 111 130
is_linear=0
shrinkage=0.0032998


Tree=9403
num_leaves=17
num_cat=0
split_feature=1 47 0 3 1 483 151 12 3 12 0 1 402 12 12 12
split_gain=0.101265 0.0734015 0.0665734 0.0639889 0.0604877 0.0545959 0.0690752 0.0905781 0.0802525 0.0823759 0.072803 0.113021 0.0605126 0.0589546 0.0299749 0.0268412
threshold=0.12030000000000002 0.11370000000000001 -0.18560999999999997 -0.034684999999999994 0.13840500000000003 0.086010000000000017 -0.086439999999999989 0.08401500000000002 -0.14443999999999999 0.085280000000000009 -0.085764999999999994 0.090485000000000024 0.086595000000000019 0.085905000000000023 0.09112000000000002 0.095490000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 7 -4 9 -8 11 -10 -12 -7 -15 -11
right_child=3 -3 5 4 -6 13 8 -9 10 15 12 -13 -14 14 -16 -17
leaf_value=0.0086794697187781572 0.0051102516672928431 -0.0017372730899486476 -0.0046534309210207701 -0.0043065483510801618 0.0018922077650182921 0.010591835847788167 0.0130448370975967 0.004217451949531591 0.0033557252204981622 0.0022963441358849605 0.0040875520327928305 -0.002740715462008794 0.0081693887370174034 0.0013974436773539973 0.0068507601187061864 0.0075916778751556188
leaf_weight=95 63 58 61 87 91 73 54 70 436 55 816 107 119 52 66 56
leaf_count=95 63 58 61 87 91 73 54 70 436 55 816 107 119 52 66 56
internal_value=0 0.00414497 0.00431146 0.000495714 -0.00112743 0.00409937 0.003806 7.30211e-05 0.00410254 0.00763301 0.0037072 0.00215109 0.00460898 0.00681474 0.00446283 0.00498405
internal_weight=0 2118 2060 241 178 1965 1774 131 1643 165 1478 543 935 191 118 111
internal_count=2359 2118 2060 241 178 1965 1774 131 1643 165 1478 543 935 191 118 111
is_linear=0
shrinkage=0.16829


Tree=9404
num_leaves=23
num_cat=0
split_feature=1 52 1 124 3 3 2 41 10 0 52 52 1429 0 12 159 1204 12 133 12 160 12
split_gain=4.74657 1.11549 0.705585 0.281492 0.247886 0.325435 0.213969 0.213346 0.19765 0.180904 0.128455 0.296515 0.110242 0.10137 0.0839441 0.0905941 0.0802919 0.0691327 0.0664381 0.0566557 0.0535209 0.0463547
threshold=0.104035 -0.24526499999999998 0.12394500000000001 -0.082254999999999981 -0.036844999999999996 0.0025650000000000004 0.097070000000000004 0.078065000000000009 -0.005834999999999999 -0.074274999999999994 0.024560000000000002 -0.11333999999999998 0.083960000000000021 -0.13010499999999997 0.088125000000000023 -0.020999999999999994 -0.016569999999999994 0.09202500000000001 0.085880000000000012 0.095815000000000011 -1.0000000180025095e-35 0.092900000000000024
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 4 -1 -3 -6 7 12 -4 -10 11 21 13 -5 15 -15 -16 -12 -14 -13 -19 -8
right_child=1 2 8 6 5 -7 10 -9 9 -11 17 19 18 14 16 -17 -18 20 -20 -21 -22 -23
leaf_value=0.00059079684579703472 0.000822216267818347 0.00063226435168528994 6.6988041873751607e-05 0.00094226026985451742 0.00024793360817533039 0.00056097009097446639 0.00086586826685020773 0.0010292769136881152 0.00018684181261322913 0.00041504546122986225 0.00092082775514551473 0.00048365672468967958 0.00063170433518726203 0.00074110627800553185 0.00091604556541078112 0.00087351862026600294 0.00078254332008228557 0.00069438375064986629 0.00080424452340061166 0.00064109847659245169 0.0008397546867001045 0.00073918747155158726
leaf_weight=66 75 101 52 90 67 80 64 59 75 78 52 52 52 69 58 443 522 57 52 54 64 77
leaf_count=66 75 101 52 90 67 80 64 59 75 78 52 52 52 69 58 443 522 57 52 54 64 77
internal_value=0 0.000449045 0.000387183 0.000804344 0.000505719 0.000418533 0.00081231 0.00083284 0.000243612 0.000303411 0.000746479 0.000697199 0.000823801 0.000833052 0.000824019 0.000855743 0.000795954 0.000816634 0.000718313 0.000564195 0.000771565 0.000796938
internal_weight=0 528 453 1831 248 147 1765 1345 205 153 420 247 1286 1182 1092 512 580 173 104 106 121 141
internal_count=2359 528 453 1831 248 147 1765 1345 205 153 420 247 1286 1182 1092 512 580 173 104 106 121 141
is_linear=0
shrinkage=0.0032998


Tree=9405
num_leaves=25
num_cat=0
split_feature=13 10 484 16 0 0 1456 13 48 4 159 0 16 484 0 13 4 4 42 4 52 48 16 52
split_gain=0.118221 0.117816 0.075545 0.0719212 0.0740946 0.121691 0.0691667 0.0574145 0.0547789 0.0543831 0.0661928 0.110229 0.058846 0.0498595 0.047701 0.0791763 0.0526697 0.119063 0.0763017 0.0335696 0.0275273 0.0402932 0.0336915 0.0214675
threshold=-0.078114999999999976 -1.0000000180025095e-35 0.056325000000000007 -0.083479999999999985 -0.14989499999999997 -0.10417499999999999 -0.079704999999999984 -0.029529999999999997 0.10168500000000001 0.0049200000000000008 -0.037509999999999995 -0.0076699999999999989 0.51148500000000008 0.096480000000000024 -0.084794999999999995 -0.090744999999999978 -0.082084999999999977 -0.025139999999999999 0.09087000000000002 -0.05461499999999999 0.0029250000000000005 0.083830000000000002 -0.42004999999999992 0.087635000000000005
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 -2 6 7 -5 -6 -1 -3 14 10 -7 -12 -11 -4 16 -16 -8 -18 -19 -17 21 22 -9 -22
right_child=1 3 13 4 5 9 8 20 -10 12 11 -13 -14 -15 15 19 17 18 -20 -21 23 -23 -24 -25
leaf_value=-0.0014399883292278367 -0.0046743444601419163 0.0091502789454513834 0.010927924389072469 0.0076839859708350789 -0.0062342174699468759 0.0069149001746664097 0.0090940531731648205 0.0070766708666458221 0.00024042861321496413 -0.0037091555546048651 0.0032917258417787636 -0.0025238199439347147 0.0027273677431706288 0.004984205839449145 0.0020492383000762643 0.0063482925093868896 -0.00205317323223262 0.0066093939429100173 -0.00035202757454293036 0.011302612284430082 0.0072781449154176898 -0.0016030960883915435 0.0014695022995864654 0.0035638073903167785
leaf_weight=55 61 69 91 62 52 96 53 55 70 84 462 115 77 74 62 71 86 210 56 92 84 52 70 99
leaf_count=55 61 69 91 62 52 96 53 55 70 84 462 115 77 74 62 71 86 210 56 92 84 52 70 99
internal_value=0 0.00255185 0.00499933 0.00287327 0.00205172 0.00165557 0.00428148 0.00468453 0.00473359 0.00214965 0.00281481 0.00212953 -0.000619659 0.00827315 0.00522998 0.0072054 0.00412809 0.00337526 0.00513708 0.00915562 0.0038236 0.00230916 0.00395103 0.00527857
internal_weight=0 1438 920 1377 948 886 755 429 700 834 673 577 161 165 630 225 405 352 266 163 360 177 125 183
internal_count=2358 1438 920 1377 948 886 755 429 700 834 673 577 161 165 630 225 405 352 266 163 360 177 125 183
is_linear=0
shrinkage=0.16829


Tree=9406
num_leaves=28
num_cat=0
split_feature=4 12 150 43 12 3 52 12 15 151 15 15 15 42 3 3 13 15 4 52 42 13 15 13 3 42 15
split_gain=3.20674 1.34972 0.544595 0.401497 0.400742 0.285742 0.248133 0.243667 0.202516 0.130044 0.123189 0.116109 0.115189 0.110641 0.106699 0.0979861 0.0720678 0.0669735 0.0595298 0.0580944 0.0518214 0.0495464 0.0473717 0.0360415 0.0359273 0.0165609 0.0130899
threshold=0.30163500000000004 0.054520000000000006 0.089155000000000012 -0.073404999999999984 0.13820000000000002 0.11372500000000001 0.055990000000000005 0.09141500000000001 -1.0000000180025095e-35 -0.063609999999999986 -0.011389999999999999 -0.05332499999999999 -0.084059999999999982 -0.09547499999999999 -0.14619999999999997 -0.12077499999999998 -0.091769999999999977 -0.097499999999999989 0.014585000000000002 0.080060000000000006 0.090625000000000025 -0.049414999999999994 -0.081479999999999983 -0.067634999999999987 -0.00094999999999999989 0.093815000000000009 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 7 8 9 13 17 -2 11 18 -1 -3 -12 -15 19 -5 22 -17 -18 23 -9 -16 -11 -20 -23
right_child=6 4 -4 5 -6 -7 -8 10 -10 24 14 -13 -14 15 21 16 20 -19 25 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=0.00051677556152396277 9.0960275428253104e-05 0.00065474884374011188 0.00024286509726652138 0.00070730521075472647 0.00044698544531618882 0.00044306345012021974 0.00048897227638481353 0.00078625768715961063 0.00085540759741742031 0.00034372881315961279 0.00086977428283877901 0.00050196312061842737 0.00030541980649082239 0.00090957220200639825 0.00070285975566124529 0.00077914291299310682 0.0007811395806803375 0.00053949286761752863 0.00057638756214445461 0.00062147161826942639 0.0008874464508961523 0.00079215742794512393 0.00064944718450612613 0.00059322764637738954 0.00023157751591774769 0.00066568617124233289 0.00072468403960119663
leaf_weight=59 53 77 64 57 52 55 52 69 71 63 56 54 56 70 118 52 640 53 61 58 60 70 54 53 68 52 111
leaf_count=59 53 77 64 57 52 55 52 69 71 63 56 54 56 70 118 52 640 53 61 58 60 70 54 53 68 52 111
internal_value=0 0.000692839 0.000523759 0.000574876 0.000733925 0.000653041 0.000287099 0.000742919 0.000716651 0.000229856 0.000695555 0.000642566 0.000414161 0.000777428 0.000733132 0.000788123 0.000777583 0.00062677 0.000674589 0.000696327 0.000790302 0.000711293 0.000726481 0.000669086 0.000285782 0.000617793 0.000750973
internal_weight=0 2122 415 351 1707 236 236 1655 181 184 698 290 115 957 408 880 810 110 236 110 700 352 123 171 131 113 181
internal_count=2358 2122 415 351 1707 236 236 1655 181 184 698 290 115 957 408 880 810 110 236 110 700 352 123 171 131 113 181
is_linear=0
shrinkage=0.0032998


Tree=9407
num_leaves=26
num_cat=0
split_feature=12 12 15 11 10 12 150 16 0 42 0 12 1429 12 15 160 12 16 42 42 0 42 402 0 16
split_gain=2.87159 0.839992 0.614222 0.417624 0.399627 0.276274 0.270446 0.277129 0.226422 0.181418 0.15098 0.143435 0.160029 0.174525 0.141872 0.141118 0.0943365 0.0920572 0.0896802 0.0669288 0.0473966 0.0474237 0.0270407 0.0280624 0.00620133
threshold=0.077755000000000005 0.10321000000000001 -0.37478999999999996 1.0000000180025095e-35 -0.0091199999999999979 0.088105000000000003 0.087380000000000013 0.15737500000000001 -0.042364999999999993 -0.034284999999999989 -0.22022999999999995 0.09141500000000001 0.084105000000000027 0.083885000000000015 -0.042294999999999992 -0.067104999999999984 -0.050214999999999989 0.0055300000000000011 -0.038454999999999996 0.083665000000000003 -0.091809999999999989 -1.0000000180025095e-35 -0.089154999999999998 -0.076209999999999986 -0.073774999999999993
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=2 3 15 11 -4 -5 7 9 14 -6 -11 12 13 -2 18 -1 -12 19 -3 -15 -13 24 -23 -24 -22
right_child=1 8 4 5 6 -7 -8 -9 -10 10 16 20 -14 17 -16 -17 -18 -19 -20 -21 21 22 23 -25 -26
leaf_value=0.00042631169367863284 0.00067175965192137058 0.0006643440292493784 0.00030353898814368413 0.0011609327095564504 0.0007656711780159505 0.00085266078990286879 0.0004445143985661166 0.00081533075474801969 0.00041636398886642548 0.00068961565739792633 0.00056849910121509705 0.00064439436680303506 0.00096225427646634424 0.00079021316566138392 0.0007494491588067759 0.00020421559132596925 0.00039235215128452484 0.00069706656379444666 0.00048343924723446777 0.00086115095031192971 0.0008416450409786749 0.0007975239609323882 0.00075781720271220676 0.0006766728293276774 0.00077762811164229907
leaf_weight=59 102 67 56 57 52 75 94 81 54 56 71 53 76 266 101 68 66 64 58 380 64 59 94 127 58
leaf_count=59 102 67 56 57 52 75 94 81 54 56 71 53 76 266 101 68 66 64 58 380 64 59 94 127 58
internal_value=0 0.00077633 0.000512168 0.000807857 0.000566655 0.000986045 0.000601653 0.000646855 0.000610122 0.000591011 0.00054377 0.000790317 0.000815133 0.00080132 0.000656263 0.000307671 0.000483897 0.000819883 0.000580686 0.000831996 0.000741809 0.000754564 0.000729631 0.000711346 0.0008115
internal_weight=0 1755 603 1475 476 132 420 326 280 245 193 1343 888 812 226 127 137 710 125 646 455 402 280 221 122
internal_count=2358 1755 603 1475 476 132 420 326 280 245 193 1343 888 812 226 127 137 710 125 646 455 402 280 221 122
is_linear=0
shrinkage=0.0032998


Tree=9408
num_leaves=20
num_cat=0
split_feature=1 10 1453 1429 16 160 16 474 16 43 1 43 43 16 16 1 16 1 16
split_gain=0.104246 0.0642742 0.061229 0.0563834 0.0615668 0.117718 0.0611197 0.0558891 0.0489977 0.0737011 0.0471821 0.0734095 0.049415 0.0422729 0.0863224 0.0399718 0.0348674 0.0135724 0.0058373
threshold=0.098370000000000027 -0.074314999999999978 -0.066944999999999991 0.086825000000000013 0.25032500000000008 -0.52641999999999989 0.41484500000000007 0.086515000000000009 -0.034884999999999992 -0.042649999999999993 0.10234000000000001 -0.078564999999999982 -0.083784999999999984 -0.072729999999999975 0.052915000000000011 0.077565000000000009 -0.4058199999999999 0.11174500000000002 -0.5103049999999999
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 -1 4 5 -4 -6 8 15 -10 -3 12 -12 16 -15 -7 18 -16 -13
right_child=1 10 3 -5 6 7 -8 -9 9 -11 11 13 -14 14 17 -17 -18 -19 -20
leaf_value=-1.4214650729074039e-06 0.0072516535900527543 -0.0033719739074828531 0.012231457077936502 0.009332218148105113 -0.0019680805967890679 0.0048214429082503946 0.0049738500797027836 -0.00039850077863580425 0.0047043571979014497 0.0093829960122875471 0.0010822499744880642 0.0048064347794657472 -0.0053853158054957256 -0.0036411237275704978 0.0061366225261040531 0.0023242016173791367 0.0088361105144523864 0.0025320636826567716 0.0022389454779799091
leaf_weight=78 60 52 60 75 77 653 67 60 280 147 93 53 52 61 53 256 53 73 55
leaf_count=78 60 52 60 75 77 653 67 60 280 147 93 53 52 61 53 256 53 73 55
internal_value=0 0.00201641 0.0045846 0.00479923 0.00458562 0.00491434 0.00124937 0.00459857 0.00482433 0.00631924 0.00143676 0.00194761 -0.00122476 0.0032746 0.00153996 0.00412013 0.0052782 0.00406253 0.00351555
internal_weight=0 605 1753 1675 1600 1456 144 1396 1336 427 545 493 145 348 187 909 161 126 108
internal_count=2358 605 1753 1675 1600 1456 144 1396 1336 427 545 493 145 348 187 909 161 126 108
is_linear=0
shrinkage=0.16829


Tree=9409
num_leaves=24
num_cat=0
split_feature=1 52 3 2 39 2 52 14 2 49 42 52 52 52 2 52 133 2 3 2 3 2 3
split_gain=4.02836 0.876757 0.480718 0.699968 0.472131 0.429256 0.180378 0.224548 0.163752 0.126211 0.125878 0.107298 0.0955122 0.146362 0.0895562 0.108092 0.0969215 0.0720968 0.0479121 0.0599885 0.0481006 0.032006 0.0310983
threshold=0.104035 -0.41304999999999997 -0.036004999999999988 0.10731 0.081875000000000017 0.10836000000000003 -0.080064999999999983 -0.072219999999999993 0.13443000000000002 0.10852500000000001 0.083835000000000007 0.40945500000000007 0.08321000000000002 0.033770000000000008 0.091335000000000013 -0.51296999999999993 0.008405000000000001 0.089570000000000025 -0.094404999999999975 0.088885000000000006 -0.080464999999999995 0.086535000000000015 0.10924500000000002
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 -3 5 11 -4 -8 22 10 -7 12 13 14 16 -16 -1 -13 -14 21 -21 -20 -9
right_child=1 2 6 -5 -6 9 7 8 -10 -11 -12 17 18 -15 15 -17 -18 -19 19 20 -22 -23 -24
leaf_value=0.00083259398333962735 0.00079024782320508786 0.00071217050276354784 0.00013259739060624045 0.00026492435553144449 0.0005262634835353228 0.00055581276749139534 0.00050940112631491831 0.00028062740308293024 0.00011995434565259472 0.00047067183775570859 0.00076967448146441784 0.00058585258090608429 0.00090374504658888245 0.00059804623002565475 0.00085313297766764296 0.00068029856694844161 0.00075149818570999292 0.00075925570059963312 0.00081931123781916993 0.00068300841676323572 0.00081157881072143679 0.00091560271959268249 0.00039459421913308555
leaf_weight=373 60 86 66 69 100 61 57 53 55 54 63 53 77 55 53 183 309 58 219 66 74 55 59
leaf_count=373 60 86 66 69 100 61 57 53 55 54 63 53 77 55 53 183 309 58 219 66 74 55 59
internal_value=0 0.000415301 0.000364667 0.000513301 0.000747942 0.000760568 0.000285103 0.000329881 0.000268397 0.000606072 0.000664752 0.000778006 0.000785657 0.000766202 0.000776238 0.000719262 0.000795903 0.000676777 0.000824138 0.000809247 0.000751219 0.000838768 0.000340978
internal_weight=0 505 445 155 1853 1753 290 224 167 178 124 1575 1464 973 918 236 682 111 491 414 140 274 112
internal_count=2358 505 445 155 1853 1753 290 224 167 178 124 1575 1464 973 918 236 682 111 491 414 140 274 112
is_linear=0
shrinkage=0.0032998


Tree=9410
num_leaves=23
num_cat=0
split_feature=3 3 1 49 49 394 3 3 0 1 1213 1212 403 49 1 51 1 1 1 3 3 133
split_gain=0.304021 0.121302 0.117656 0.09323 0.0704786 0.0692358 0.0747121 0.0671782 0.0594317 0.0458544 0.0445393 0.0862588 0.13517 0.0522597 0.043622 0.0408452 0.0501959 0.0959529 0.110505 0.0426863 0.0248182 0.0139666
threshold=0.31370500000000007 -0.072579999999999992 0.11039500000000001 -0.054509999999999996 -0.0086549999999999978 -0.081744999999999984 -0.086574999999999985 -0.11327499999999999 -0.10653 0.10915500000000002 0.10336000000000002 0.040035000000000008 -0.085834999999999981 0.08840000000000002 0.078435000000000019 0.11975000000000001 0.092415000000000011 0.11070500000000001 0.12337000000000002 -0.055389999999999988 0.081640000000000004 0.022390000000000004
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 2 5 9 -5 6 -1 -4 14 -3 11 13 -13 -10 -7 16 19 -18 -19 21 -21 -6
right_child=-2 3 7 4 15 8 -8 -9 10 -11 -12 12 -14 -15 -16 -17 17 18 -20 20 -22 -23
leaf_value=-0.0035162625588991909 -0.0053903036430740349 0.008932713082349818 0.015274441056648247 -0.003987906647154261 0.0038631389897010784 0.0050315813895422746 0.0054553274290259834 0.0066320332393976491 0.0048847350163449899 0.0026735793920287642 0.0017819178909043163 0.015665688471223356 0.0056359325905945244 0.0083252166638004502 -0.0018134113772086057 -0.0017969264405461392 -0.0027415641435295937 0.010088361034340878 0 0.0081773460302769618 0.0037407795207035745 0
leaf_weight=53 89 93 52 52 54 52 52 52 815 53 76 64 96 150 53 56 100 53 74 91 62 52
leaf_count=53 89 93 52 52 54 52 52 52 815 53 76 64 96 150 53 56 100 53 74 91 62 52
internal_value=0 0.00462894 0.00549286 0.00285779 0.00191706 0.00508785 0.0009097 0.0109705 0.00542239 0.00667287 0.00575862 0.00602568 0.00965906 0.00542139 0.00155938 0.0024869 0.00298421 0.00114676 0.00422257 0.0045877 0.00639126 0.0019675
internal_weight=0 2255 1515 740 594 1411 105 104 1306 146 1201 1125 160 965 105 542 486 227 127 259 153 106
internal_count=2344 2255 1515 740 594 1411 105 104 1306 146 1201 1125 160 965 105 542 486 227 127 259 153 106
is_linear=0
shrinkage=0.16829


Tree=9411
num_leaves=23
num_cat=0
split_feature=2 42 14 30 49 49 52 132 151 2 2 49 2 2 49 52 51 15 2 52 15 49
split_gain=0.171501 0.085458 0.101727 0.0760855 0.0655216 0.0764802 0.0584943 0.047942 0.0559127 0.0489118 0.0717477 0.0460251 0.0675967 0.065332 0.103218 0.092968 0.0769498 0.0348282 0.0285979 0.00822309 0.00790671 0.00105405
threshold=0.10272000000000002 0.095935000000000006 -0.075879999999999989 0.086065000000000016 0.082565000000000013 0.091705000000000023 0.016565000000000003 0.081465000000000024 -0.04886999999999999 0.11715500000000001 0.11197500000000002 -0.085949999999999985 -0.011974999999999998 0.085730000000000015 -0.006494999999999999 0.087425000000000017 -0.085099999999999981 -0.066639999999999991 0.096930000000000016 -0.12647999999999995 -0.10245999999999998 0.092470000000000011
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 -2 4 11 -6 -3 8 -4 10 19 -1 -13 14 -14 -16 -15 20 -18 -10 -7 -11
right_child=1 6 7 -5 5 17 -8 -9 9 21 -12 12 13 16 15 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0079100897583546503 -0.0064435586630425777 0.0076960026665292636 -0.0026568876473821949 -0.0015823191872977912 0.011110581263352222 0.0046961157388616661 0.00054750506318077344 -0.0035036032288565011 0.0021159425763529419 0.0063283426875934048 -0.0035221012951253934 -0.00099644896892625134 0.012557184143515808 -0.003081764102534571 0.0058252306225900453 0.00078990205613702687 0.0040131335323672461 0.0084534359960565884 0.00048231936074694684 0.0049686465703919951 0.0018568844901033302 0.0049398227107459881
leaf_weight=87 60 81 67 58 88 59 55 58 64 52 63 75 52 55 475 134 461 56 77 57 58 52
leaf_count=87 60 81 67 58 88 59 55 58 64 52 63 75 52 55 475 134 461 56 77 57 58 52
internal_value=0 0.00110039 2.76001e-05 0.00438723 0.00459476 0.00705473 0.00481828 0.00097207 0.00170837 0.00273013 0.00106924 0.00414007 0.00389192 0.00418572 0.00533948 0.00472024 0.00289662 0.00498125 0.00351113 0.00347463 0.00330399 0.00565136
internal_weight=0 609 473 1735 1677 261 136 413 355 288 184 1416 1329 1254 661 609 593 173 538 121 117 104
internal_count=2344 609 473 1735 1677 261 136 413 355 288 184 1416 1329 1254 661 609 593 173 538 121 117 104
is_linear=0
shrinkage=0.16829


Tree=9412
num_leaves=24
num_cat=0
split_feature=2 11 1 1456 43 1 131 12 1 49 1 16 16 2 16 2 1186 1213 1 12 52 16 133
split_gain=0.118619 0.153032 0.09988 0.0647544 0.0700628 0.0879503 0.0510953 0.056392 0.0490873 0.0556593 0.0466713 0.0457206 0.130119 0.0498586 0.0881123 0.03913 0.0329158 0.0416143 0.0252036 0.0193383 0.0179552 0.0145867 0.00675083
threshold=0.10272000000000002 0.08765000000000002 0.14262000000000002 -0.089134999999999978 -0.09139499999999999 0.07635500000000002 0.11029000000000001 0.095780000000000018 0.089710000000000026 -0.015064999999999999 0.12864500000000004 -0.0024749999999999993 0.18612500000000001 0.10713500000000002 -0.50476999999999983 0.091955000000000023 0.021560000000000003 0.10336000000000002 0.10638500000000002 0.098600000000000007 -0.45478499999999994 -0.098324999999999982 0.084735000000000019
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 10 -1 5 15 7 8 16 -10 11 13 -13 -2 -15 22 17 -6 -11 -9 -14 -16 -5
right_child=1 -3 -4 4 6 -7 -8 19 9 18 -12 12 20 14 21 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0082232046786453097 -0.0030660080360188258 0.0089853909330446305 -0.0069101556171498064 0.0066966730547812978 0.00343347717023311 0.0098689745550699891 -0.0022290362041878305 0.0081290483689048978 -0.0027340175678565301 0.00087146789191663496 0.0051773417938617379 -0.0087161859529533287 0.0030601524790915091 -0.0024956652611075958 0.0073176548496042635 -0.00015206874253386463 0.0074621105017889846 -0.0013839285746387743 0.0045217995610350413 0.00441756464186264 -0.0010542536016487083 0.0037291339153962062 0.004031358210506584
leaf_weight=84 52 60 53 55 735 100 52 72 86 141 60 55 65 63 52 54 53 54 88 97 55 94 64
leaf_count=84 52 60 53 55 735 100 52 72 86 141 60 55 65 63 52 54 53 54 88 97 55 94 64
internal_value=0 0.000915701 3.04957e-05 0.00364995 0.00341618 0.00588574 0.00292563 0.00312913 0.00270686 0.000906888 0.00077576 0.000165917 -0.00193408 0.00158085 0.0027456 0.0035729 0.00337811 0.00310149 0.00228206 0.00600942 0.00115941 0.00501954 0.00527832
internal_weight=0 609 549 1735 1651 273 1378 1326 1157 315 496 436 175 261 209 173 842 789 229 169 120 146 119
internal_count=2344 609 549 1735 1651 273 1378 1326 1157 315 496 436 175 261 209 173 842 789 229 169 120 146 119
is_linear=0
shrinkage=0.16829


Tree=9413
num_leaves=22
num_cat=0
split_feature=2 12 2 2 2 2 16 0 0 1456 1446 2 11 0 16 42 2 475 480 42 42
split_gain=3.78743 2.11469 1.07905 0.73147 0.476928 0.376917 0.340082 0.260482 0.205056 0.191593 0.163047 0.14512 0.15582 0.12318 0.119666 0.105516 0.0939676 0.093679 0.0644698 0.0292978 0.0285685
threshold=0.12708000000000003 0.077755000000000005 -1.0000000180025095e-35 0.10613000000000002 0.17000000000000001 0.10222000000000002 -0.28430999999999995 -0.074544999999999986 -0.068669999999999995 -0.092389999999999986 0.083715000000000026 0.090000000000000011 0.075910000000000019 -0.082504999999999981 -0.042349999999999992 0.088775000000000007 0.091595000000000024 -0.0070399999999999994 0.084085000000000007 0.091545000000000015 -1.0000000180025095e-35
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 2 8 14 7 9 -5 -2 -1 -3 11 12 13 -11 -4 20 -13 -16 -12 -18 -7
right_child=4 5 3 6 -6 15 -8 -9 -10 10 18 16 -14 -15 17 -17 19 -19 -20 -21 -22
leaf_value=0.00045615391970490619 0.00022053217472940107 0.0010255074959667377 0.00069030700603932792 0.00066842203231851365 5.8934728744865439e-05 0.00070357355724608313 0.00034241002625810964 0.00050791282645882316 0.00018106569871474476 0.00080270041071400539 0.0010457417146565236 0.00065325491475511988 0.001022162859350032 0.00088439021697203255 0.00072979307839914423 0.00079886698346783925 0.00082553752454382807 0.00091230737288618244 0.00088450096651823153 0.00074092072376149459 0.00060447946759540239
leaf_weight=55 54 64 99 61 61 64 83 97 65 511 53 70 54 356 52 81 145 86 67 82 84
leaf_count=55 54 64 99 61 61 64 83 97 65 511 53 70 54 356 52 81 145 86 67 82 84
internal_value=0 0.000768608 0.00058086 0.000666884 0.000305857 0.000826257 0.000480757 0.000405374 0.000307441 0.000846652 0.000838071 0.000826422 0.000847221 0.000836284 0.000779825 0.000701239 0.000761807 0.000843789 0.000956009 0.000795126 0.000647569
internal_weight=0 2132 501 381 212 1631 144 151 120 1402 1338 1218 921 867 237 229 297 138 120 227 148
internal_count=2344 2132 501 381 212 1631 144 151 120 1402 1338 1218 921 867 237 229 297 138 120 227 148
is_linear=0
shrinkage=0.0032998


Tree=9414
num_leaves=26
num_cat=0
split_feature=4 3 3 1 1 47 41 4 3 1186 43 4 52 43 16 1455 4 3 16 3 3 43 16 11 13
split_gain=4.20677 1.26181 1.05744 0.703772 0.267589 0.237714 0.188159 0.157985 0.206364 0.139389 0.139164 0.103243 0.0911799 0.0841139 0.138439 0.116209 0.0946004 0.0884884 0.083913 0.0832161 0.0654791 0.0398995 0.0373521 0.0127351 0.00743814
threshold=0.30163500000000004 -0.065259999999999999 0.20828500000000003 0.10080500000000002 0.13130500000000003 0.094160000000000008 0.075585000000000013 -0.37626499999999991 0.09037000000000002 0.060550000000000007 -0.040789999999999993 -0.083354999999999985 -0.0078449999999999978 -0.080819999999999989 -0.0081349999999999981 0.078065000000000009 0.0045450000000000013 -0.081854999999999997 -0.051934999999999995 0.10924500000000002 -0.091869999999999993 0.092445000000000013 -0.50690499999999983 0.08326500000000002 -0.0097099999999999981
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=1 6 4 7 22 19 9 -3 10 11 -9 12 23 15 21 16 -13 -16 -12 -5 -14 -15 -2 -1 -22
right_child=2 3 -4 5 -6 -7 -8 8 -10 -11 18 13 20 14 17 -17 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.00070246173955462081 0.00041525181820064943 0.00085043329367945765 -0.00013692075344271502 0.00042467345327576862 0.00020755872798326925 0.0006125529034961036 0.00094243651876853339 0.00057905153336201029 0.00047234716843078762 0.00059634836817151044 0.00069584657309774522 0.00079971142483574258 0.00093367285248780471 0.00074644798562343206 0.00053446745459471273 0.00093929518199637678 0.00066270859026305591 0.00069950785207604789 0.00086750733242494694 0.00025988990177717791 0.00084485351135419424 0.00082918308218078273 0.00053064441197562347 0.00078582532378074547 0.0007761314630683558
leaf_weight=55 72 53 54 101 64 62 69 73 57 54 89 277 92 442 52 54 73 129 52 52 59 85 61 55 58
leaf_count=55 72 53 54 101 64 62 69 73 57 54 89 277 92 442 52 54 73 129 52 52 59 85 61 55 58
internal_value=0 0.000724003 0.000271684 0.000586158 0.000383866 0.000439326 0.000771791 0.000683485 0.000650705 0.000763839 0.000698047 0.000770134 0.000823688 0.00075474 0.000732408 0.000793788 0.000771237 0.000652288 0.000759404 0.000368899 0.000865217 0.000759859 0.000468441 0.000744464 0.000811087
internal_weight=0 2093 251 539 197 215 1554 324 271 1485 214 1431 319 1112 708 404 350 181 141 153 209 527 133 110 117
internal_count=2344 2093 251 539 197 215 1554 324 271 1485 214 1431 319 1112 708 404 350 181 141 153 209 527 133 110 117
is_linear=0
shrinkage=0.0032998


Tree=9415
num_leaves=24
num_cat=0
split_feature=4 1375 12 4 3 402 51 4 43 42 2 4 43 42 12 15 16 16 4 3 50 12 0
split_gain=0.114111 0.137883 0.135914 0.105369 0.105384 0.13361 0.0970138 0.130829 0.0938071 0.0729573 0.0799725 0.0706847 0.0618992 0.0434647 0.0474179 0.0516646 0.0431791 0.137769 0.055021 0.0907161 0.0350717 0.0373869 0.0277202
threshold=0.053255000000000004 -0.096099999999999977 0.10222500000000002 0.018150000000000003 -0.084854999999999986 0.081585000000000019 -0.40771999999999992 0.076415000000000025 -0.090809999999999988 -0.016499999999999997 0.090115000000000015 -0.037969999999999997 -0.085594999999999991 0.092160000000000006 -1.0000000180025095e-35 -0.092729999999999993 0.062910000000000008 0.40052000000000004 -0.083354999999999985 0.086245000000000016 0.08882000000000001 0.089300000000000004 -0.016419999999999997
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=1 -1 6 4 5 11 -2 -8 -9 10 -6 20 -13 14 -10 -16 18 22 -11 -20 21 -3 -18
right_child=2 3 -4 -5 9 -7 7 8 13 16 -12 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24
leaf_value=-0.004434259899507258 0.0091603180556877918 0.0022654738683946791 -0.0045051155342575606 0.010627955911203165 0.013172872132278289 -0.0034947971009190609 -0.0060663324010941265 -0.0038285616132255765 0.0084045602690751946 0.0099688095090602891 0.0053287189927109938 0.0027987011863005572 -0.004294091298478935 0.00051535229426785765 0.00060979309453598318 0.0072555032809698402 -0.0034701736789948252 0.0087949847031313401 0.0051500272153651291 -0.0021485852932135478 0.0085031688908482096 0.0058427333461598683 0.001693853497783643
leaf_weight=53 54 190 96 71 61 96 55 52 80 59 96 95 55 80 85 55 67 58 611 52 54 150 52
leaf_count=53 54 190 96 71 61 96 55 52 80 59 96 95 55 80 85 55 67 58 611 52 54 150 52
internal_value=0 0.00400696 0.00124903 0.00426116 0.00399357 0.0022844 0.00245118 0.00155661 0.0027528 0.00502773 0.00838789 0.00330757 0.000186033 0.00389956 0.00512201 0.00323344 0.00443891 0.00206603 0.00501814 0.00457488 0.00449141 0.00384896 -0.00119853
internal_weight=0 1820 557 1767 1696 640 461 407 352 1056 157 544 150 300 220 140 899 177 722 663 394 340 119
internal_count=2377 1820 557 1767 1696 640 461 407 352 1056 157 544 150 300 220 140 899 177 722 663 394 340 119
is_linear=0
shrinkage=0.16829


Tree=9416
num_leaves=27
num_cat=0
split_feature=3 13 2 2 16 3 133 12 12 2 13 42 133 16 2 13 16 16 2 42 3 16 16 133 13 133
split_gain=3.6071 0.989441 0.963449 0.891245 0.614828 0.514688 0.469695 0.294556 0.268486 0.229521 0.142402 0.154727 0.132267 0.109487 0.145033 0.113939 0.105465 0.0915242 0.0893928 0.117263 0.100323 0.0851438 0.0791615 0.0763952 0.0571814 0.00534878
threshold=-0.049204999999999992 -0.0042049999999999995 0.11556500000000001 0.10859000000000001 -0.040484999999999993 -0.116045 -1.0000000180025095e-35 0.099815000000000015 -0.089089999999999989 0.11693000000000002 -0.085409999999999986 0.090275000000000008 0.085605000000000014 0.25032500000000008 0.094400000000000026 0.064420000000000019 -0.093079999999999982 0.19578000000000004 0.083715000000000026 0.08512500000000002 -0.080254999999999979 -1.0000000180025095e-35 -0.080954999999999985 -0.011924999999999998 -0.090389999999999984 0.087950000000000014
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 6 7 4 -3 -4 -2 10 24 -10 11 12 16 15 -15 18 -1 -6 20 -20 -12 22 -9 -18 -8 -14
right_child=1 3 5 -5 17 -7 8 21 9 -11 13 -13 25 14 -16 -17 23 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.001085356438392049 0.00063204175241095739 0.00054449113462699654 0.00027296992434280555 0.00038511840290781784 0.0010077536341898624 0.00067908558192324674 0.00052762355101317461 0.00066501048647743999 0.00033891651349814817 8.9631680803691562e-05 0.00094436809632356274 0.00074562392630923358 0.00085253957391042106 0.00060518906146290769 0.00082691318190197946 0.00071135786810929661 0.0008424207861598155 0.00081640636333681928 0.00085947619070381046 0.0007567990860003446 0.00080175201301762623 0.00060170135044570507 0.00082082851596958586 0.00099218525409587653 0.00036899620100568656 0.00078575356925833224
leaf_weight=61 64 80 52 100 64 100 52 72 96 70 157 71 52 63 70 88 78 53 286 227 89 67 79 82 52 52
leaf_count=61 64 80 52 100 64 100 52 72 96 70 157 71 52 63 70 88 78 53 286 227 89 67 79 82 52 52
internal_value=0 0.000500798 0.000792087 0.000639537 0.000768505 0.000540383 0.000377323 0.000816066 0.000316815 0.000234009 0.000834058 0.000887832 0.000918791 0.000812293 0.000722151 0.000826406 0.000965363 0.000921376 0.000839698 0.000814111 0.000892914 0.000702342 0.000746764 0.000919395 0.000448649 0.000819485
internal_weight=0 631 1746 297 197 152 334 1594 270 166 1376 396 325 980 133 847 221 117 759 513 246 218 151 160 104 104
internal_count=2377 631 1746 297 197 152 334 1594 270 166 1376 396 325 980 133 847 221 117 759 513 246 218 151 160 104 104
is_linear=0
shrinkage=0.0032998


Tree=9417
num_leaves=18
num_cat=0
split_feature=4 2 12 14 2 14 43 4 133 2 2 48 12 2 49 0 16
split_gain=3.70669 1.0294 0.642447 0.500776 0.378253 0.256657 0.22727 0.392152 0.183067 0.165406 0.165232 0.148897 0.136069 0.0909205 0.0601512 0.0431009 0.0201807
threshold=0.30163500000000004 0.10859000000000001 0.087495000000000003 -0.41790499999999997 -0.0050599999999999994 0.062655000000000016 -0.11990999999999997 -0.50388999999999984 1.0000000180025095e-35 0.12399000000000002 0.12708000000000003 0.085790000000000019 0.099815000000000015 0.087525000000000006 0.088030000000000011 -0.10075499999999998 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -2 -1 6 8 -8 -6 14 15 -3 13 -9 -4 -5 -14
right_child=3 2 9 10 5 -7 7 12 -10 -11 -12 -13 16 -15 -16 -17 -18
leaf_value=0.00045900875224046518 0.00049548001907318657 0.00015907226360069819 0.00071082714431991542 0.00028266278960540551 0.00044013749392196784 0.00089287129816917517 0.0009511922315656408 0.00072067201912586441 0.00066615340278520228 0.00045505560576375795 2.7767163795826942e-05 0.00039095461378474883 0.00062216232430326219 0.00066330256813552349 0.00056524549535844505 0.00015873372088018512 0.0005302913040863852
leaf_weight=80 61 52 91 68 72 68 64 727 89 65 73 74 66 558 52 59 58
leaf_count=80 61 52 91 68 72 68 64 727 89 65 73 74 66 558 52 59 58
internal_value=0 0.000650509 0.000482036 0.000233499 0.000682067 0.00069253 0.000684172 0.000697141 0.000565297 0.000594842 0.000153419 0.000295537 0.000685576 0.000695787 0.000658135 0.000225367 0.000579475
internal_weight=0 2116 334 261 1782 1702 1634 1473 161 208 200 126 1409 1285 143 127 124
internal_count=2377 2116 334 261 1782 1702 1634 1473 161 208 200 126 1409 1285 143 127 124
is_linear=0
shrinkage=0.0032998


Tree=9418
num_leaves=16
num_cat=0
split_feature=14 15 3 14 43 150 0 11 157 1213 15 51 12 13 12
split_gain=0.088806 0.146761 0.172703 0.137855 0.0823004 0.0913798 0.0928883 0.0901298 0.0832062 0.0734439 0.0564904 0.0563453 0.0451005 0.0521308 0.0485265
threshold=-1.0000000180025095e-35 -0.21242999999999998 0.11535000000000002 -0.40349999999999991 -0.013089999999999999 0.084120000000000014 -0.10803999999999998 0.077290000000000011 -0.10151999999999999 0.041405000000000004 -0.53159999999999996 0.087425000000000017 0.098600000000000007 -0.084024999999999975 0.10862500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 4 -1 7 6 -6 8 -3 11 -2 -10 13 -8 -14
right_child=1 2 -4 -5 5 -7 12 -9 9 -11 -12 -13 14 -15 -16
leaf_value=0.0032530537746460887 0.0026537297244839889 -0.0027057101107225384 -0.0028911878136888406 0.014673001228575835 0.010763301342362355 -0.00045541149868638794 0.0034317051880000593 -0.0031842228281802189 0.0039073134433770555 -0.001662594079900097 -0.0042044419628829849 0.0081173613384029359 -0.0015378485843168413 0.0070261694236107329 0.0055512480271568358
leaf_weight=70 54 55 101 53 103 66 167 57 910 61 91 101 52 379 57
leaf_count=70 54 55 101 53 103 66 167 57 910 61 91 101 52 379 57
internal_value=0 0.00353225 0.00388857 0.00818845 0.00423048 0.00552527 0.00604839 0.00332786 0.00365881 0.00398702 -0.00163797 0.00432968 0.00530422 0.00593005 0.00215281
internal_weight=0 2254 2109 123 2008 824 758 1184 1127 1072 145 1011 655 546 109
internal_count=2377 2254 2109 123 2008 824 758 1184 1127 1072 145 1011 655 546 109
is_linear=0
shrinkage=0.16829


Tree=9419
num_leaves=23
num_cat=0
split_feature=3 3 43 3 43 0 0 3 11 13 0 3 49 13 13 43 402 49 47 13 13 43
split_gain=1.81304 0.72011 0.500456 0.299628 0.239922 0.231885 0.206891 0.127868 0.126572 0.120711 0.142619 0.0792568 0.0706822 0.065871 0.100336 0.0505836 0.0426601 0.0559978 0.0576058 0.0404944 0.0731477 0.0307512
threshold=-0.049204999999999992 0.30112000000000005 -0.049364999999999992 0.11535000000000002 -0.095564999999999983 -0.040094999999999992 0.10798500000000001 -0.013399999999999999 0.086080000000000018 -0.033649999999999992 -0.22984499999999997 0.077930000000000013 0.091235000000000011 0.060910000000000013 0.17982000000000001 -0.081919999999999979 -0.025879999999999997 -0.080464999999999995 0.09585500000000001 -0.068549999999999986 -0.0063399999999999993 -0.041094999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 9 -2 8 -7 -6 12 -4 -11 -12 13 16 -15 -14 19 -18 -19 -1 -21 -17
right_child=1 -3 3 -5 7 6 -8 -9 -10 10 11 -13 15 14 -16 21 17 18 -20 20 -22 -23
leaf_value=0.0006739864640016057 0.00051445215901835565 0.00014447303874154586 0.00045165397295365936 0.00035816323141178729 0.00037795091031716762 0.00038602603985689706 0.00060860999449876879 0.00018321399623719796 0.0004668417431285638 0.00049876157072307168 0.00060132710326890452 0.00076981865611028602 0.00065346029753576742 0.00046805151073292468 0.00066486477264579905 0.0004916250299511945 0.00055877426241716412 0.00067394589282289538 0.0005823469010885269 0.00049999137960821561 0.00065538002612131822 0.0005942986878548004
leaf_weight=66 56 97 53 79 62 89 96 93 54 61 58 72 64 60 57 79 62 826 89 77 63 64
leaf_count=66 56 97 53 79 62 89 96 93 54 61 58 72 64 60 57 79 62 826 89 77 63 64
internal_value=0 0.000406558 0.000454099 0.000535919 0.000328681 0.000613144 0.000501719 0.000261336 0.000626327 0.000593327 0.000632455 0.000694917 0.000632018 0.00064127 0.000564236 0.000573746 0.000648859 0.000658365 0.000665075 0.000603601 0.000570168 0.000537823
internal_weight=0 631 534 323 211 1746 185 155 1561 244 191 130 1507 1300 117 207 1183 977 915 206 140 143
internal_count=2377 631 534 323 211 1746 185 155 1561 244 191 130 1507 1300 117 207 1183 977 915 206 140 143
is_linear=0
shrinkage=0.0032998


Tree=9420
num_leaves=13
num_cat=0
split_feature=2 15 31 43 14 159 1428 3 133 12 150 133
split_gain=0.192906 0.104119 0.0879959 0.0880449 0.0700342 0.0604456 0.0655241 0.086065 0.0877476 0.105472 0.0846485 0.0328792
threshold=0.13388500000000003 -0.044164999999999989 -0.019269999999999999 -0.22778999999999996 -0.073394999999999974 -0.46140499999999995 0.08653000000000001 -0.16228999999999996 -0.0059799999999999992 0.083825000000000024 0.077585000000000001 0.037060000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 11 -2 -5 7 -7 9 -9 -10 -4
right_child=1 -3 3 5 -6 6 -8 8 10 -11 -12 -13
leaf_value=-0.0032759831286148923 -0.0045917510450617267 -0.0083620732446148816 0.010981421097007846 0.0082771818997265604 0.0033598736155468858 -0.0028222972991832733 0.0086095763286458387 0.0097504792443166254 0.0015122266274140298 0.0036657589024534291 0.0052272546982737008 0.0052289174096651217
leaf_weight=58 52 58 53 62 79 75 56 97 1001 496 211 64
leaf_count=58 52 58 53 62 79 75 56 97 1001 496 211 64
internal_value=0 -0.00242509 0.00317533 0.0033531 0.000189789 0.00308886 0.00292177 0.0027514 0.00298398 0.0046641 0.00216047 0.00785011
internal_weight=0 189 2173 2115 131 1998 1936 1880 1805 593 1212 117
internal_count=2362 189 2173 2115 131 1998 1936 1880 1805 593 1212 117
is_linear=0
shrinkage=0.16829


Tree=9421
num_leaves=25
num_cat=0
split_feature=9 2 16 12 16 133 1212 12 15 2 15 1212 403 43 2 16 2 403 2 15 160 43 16 16
split_gain=0.137536 0.114239 0.11623 0.130822 0.195902 0.0947549 0.112864 0.0767332 0.0756172 0.0587763 0.0650487 0.0584758 0.0895633 0.0547208 0.0458211 0.0442631 0.0790728 0.0372995 0.0343736 0.0328886 0.0309429 0.0250577 0.0246487 0.00817117
threshold=-1.0000000180025095e-35 0.084095000000000017 -0.093079999999999982 0.10070000000000001 -0.13895999999999997 0.062925000000000009 0.081560000000000007 -0.065214999999999981 -0.0096849999999999974 0.13290500000000002 0.10896000000000002 0.030370000000000005 -0.087974999999999984 -0.080989999999999993 0.085025000000000003 -0.50790499999999994 0.094030000000000016 -0.43851499999999993 0.10083000000000002 -0.099329999999999988 -0.0071899999999999993 -0.082144999999999982 0.057185000000000007 -0.087699999999999986
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 3 4 7 6 8 -3 13 10 11 14 -13 -2 -4 -9 -17 -16 -12 -15 -10 -7 -11 -22
right_child=1 2 9 -5 -6 21 -8 15 20 22 18 12 -14 19 17 16 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=-0.0049658507095369214 0.011613607894112019 -0.0025104416986924008 0.0069428406127735225 -0.0084773307550026072 -0.0065261233930698328 0.0035296843631436835 0.01197211870111187 0.0014559900188327868 -0.0011218498589719477 0.0013373597268681078 0.0038627364708886808 -0.0062232040427241597 0.0028115673454678376 0.0019613102495098069 0.0068515045204273735 0.0017577814461967967 0.010526403780059946 0.0023372174077978011 0.010030193135397974 0.0072303172634702465 0.0017780761480852558 -0.0011327021611322742 -0.0037092003420946778 0.0044416765779754508
leaf_weight=72 52 62 77 53 86 52 68 94 55 55 53 52 77 56 56 56 62 792 52 88 53 87 54 98
leaf_count=72 52 62 77 53 86 52 68 94 55 55 53 52 77 56 56 56 62 792 52 88 53 87 54 98
internal_value=0 0.00249635 0.00177914 -0.000669395 0.000475116 0.0044731 0.00561515 0.00267914 0.00453537 0.00257806 0.00292987 0.00252926 -0.000816429 0.00690613 0.00299779 0.00420533 0.00638025 0.00263745 0.00693421 0.00519374 0.00227097 0.000598575 -0.00114629 0.00351867
internal_weight=0 2290 1681 413 360 609 470 274 402 1268 1159 1054 129 196 925 212 118 848 105 144 206 139 109 151
internal_count=2362 2290 1681 413 360 609 470 274 402 1268 1159 1054 129 196 925 212 118 848 105 144 206 139 109 151
is_linear=0
shrinkage=0.16829


Tree=9422
num_leaves=18
num_cat=0
split_feature=4 3 39 14 4 3 43 3 52 3 376 456 3 4 51 51 4
split_gain=12.6477 3.92387 2.77344 0.973406 0.654933 0.582725 0.288401 0.252215 0.426119 0.212675 0.211077 0.119254 0.122262 0.0698524 0.0591984 0.0463467 0.0388622
threshold=0.30163500000000004 0.20828500000000003 0.085245000000000015 0.076175000000000007 0.032965000000000001 0.16158000000000003 -0.00013499999999999997 -0.065974999999999992 -0.10886 -0.01435 0.082945000000000019 0.085555000000000006 -0.095764999999999989 -9.4999999999999992e-05 -0.096089999999999981 -0.015609999999999997 0.22738500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -2 11 -9 14 -4 12 -1 -10 -6 -13 -16
right_child=5 -3 10 -5 9 -7 -8 8 13 -11 -12 15 -14 -15 16 -17 -18
leaf_value=0.00074589726486499444 -8.3133194048578196e-05 -0.00013128652886280619 0.00042248687311250322 0.0011866707685460247 0.00059367429629734114 -0.00033523684838515975 0.00016925888937682998 0.00094317060356519154 0.0005734606863623872 0.00044940496062902265 0.00016372641439120996 0.0010063380898656593 0.00083171293316822474 0.00072195018543364626 0.00075352756916747632 0.00085962518536158538 0.00063683864811934024
leaf_weight=233 98 55 91 67 67 57 99 61 117 56 56 53 989 53 105 53 52
leaf_count=233 98 55 91 67 67 57 99 61 117 56 56 53 989 53 105 53 52
internal_value=0 0.000737974 0.000761278 0.000794973 0.000780684 -4.13343e-05 4.35246e-05 0.000807157 0.000705464 0.000633159 0.000324151 0.000824819 0.000815379 0.000619962 0.00067894 0.000933314 0.000715103
internal_weight=0 2108 2053 1906 1839 254 197 1559 231 280 147 1328 1222 170 224 106 157
internal_count=2362 2108 2053 1906 1839 254 197 1559 231 280 147 1328 1222 170 224 106 157
is_linear=0
shrinkage=0.0032998


Tree=9423
num_leaves=16
num_cat=0
split_feature=9 43 13 0 12 16 12 0 13 159 16 49 160 160 3
split_gain=0.11293 0.0871228 0.206168 0.0931142 0.120184 0.0666314 0.108163 0.0989057 0.0739701 0.0885498 0.0578898 0.0551136 0.0506831 0.0443385 0.00305729
threshold=-1.0000000180025095e-35 -0.40535499999999997 0.11251500000000002 -0.037224999999999994 0.095165000000000013 -0.093079999999999982 0.098785000000000012 -0.088634999999999992 0.053240000000000003 0.018290000000000004 0.014185000000000001 -0.0038699999999999997 -0.010204999999999997 0.085090000000000013 -0.014044999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 12 6 7 11 9 13 -11 -3 -5 -7 -14
right_child=1 2 -4 4 -6 8 -8 -9 -10 10 -12 -13 14 -15 -16
leaf_value=-0.0041584556650611487 0.0076272183900974646 -0.00079253598192296723 -0.0060486880356270855 0.01270130936310881 4.069027108461481e-05 0.0040142607662253804 -0.0066964723623521129 -0.004262123645600354 -0.0022994416833011658 0.0022876738895822538 -0.0038228735104686657 0.0040731289727872636 0.0072864193411170033 0.00054609355266926104 0.0052377907458905542
leaf_weight=72 94 91 79 54 69 1073 52 70 74 102 77 234 52 117 52
leaf_count=72 94 91 79 54 69 1073 52 70 74 102 77 234 52 117 52
internal_value=0 0.00260135 0.0023854 0.00270098 0.00592655 0.00231262 0.000512386 0.00146595 0.00286904 0.00314972 -0.000330849 0.00270521 0.00848559 0.00367478 0.00627938
internal_weight=0 2290 2196 2117 227 1890 447 395 1443 1369 179 325 158 1190 104
internal_count=2362 2290 2196 2117 227 1890 447 395 1443 1369 179 325 158 1190 104
is_linear=0
shrinkage=0.16829


Tree=9424
num_leaves=22
num_cat=0
split_feature=1 1 39 14 123 1 1 15 15 50 51 1 1212 15 16 16 51 474 42 16 133
split_gain=9.42491 1.04027 0.453595 0.384487 0.334771 0.278404 0.275217 0.271489 0.16791 0.157498 0.177028 0.110219 0.0993794 0.153846 0.0924614 0.0835446 0.0734203 0.068414 0.066254 0.0522587 0.0493132
threshold=0.10808500000000001 0.13075500000000004 0.081875000000000017 0.076175000000000007 0.083715000000000026 0.10471500000000002 0.14787500000000001 -0.084629999999999997 0.03981500000000001 1.0000000180025095e-35 0.020580000000000005 0.094750000000000015 0.089995000000000019 0.090725000000000014 -0.064539999999999986 -0.075779999999999986 0.116275 0.089745000000000019 0.083925000000000013 -0.081634999999999985 0.0061750000000000008
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=2 4 3 5 7 8 15 -2 9 10 17 -4 13 14 -10 -3 18 -1 -11 -15 -14
right_child=1 6 11 -5 -6 -7 -8 -9 12 16 -12 -13 20 19 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00078599293411428528 0.00036264225703399293 0.00011341453503438093 0.0007250938719257909 0.0010913230332714517 0.00019974790939209617 0.00060991273324543615 -9.5265586318640926e-05 0.00061247900273069802 0.00091405547790099015 0.0010283268938450737 0.00059487343119697775 0.00051603009431158491 0.00084231637480518262 0.0007348304829198312 0.0010662587158966356 0.0002858201639369422 0.00078990757588089577 0.0009040340181957759 0.00087501416406630429 0.00085493299876858767 0.0007090027999525065
leaf_weight=566 92 77 59 65 55 61 55 100 325 52 52 55 90 54 54 52 63 64 94 224 53
leaf_count=566 92 77 59 65 55 61 55 100 325 52 52 55 90 54 54 52 63 64 94 224 53
internal_value=0 0.000287839 0.000827655 0.000840379 0.000427804 0.000831049 9.97607e-05 0.000492949 0.000839005 0.000807327 0.000782601 0.000624539 0.000874242 0.000891838 0.000935834 0.000183184 0.000887842 0.00079804 0.00092986 0.00083173 0.000793153
internal_weight=0 431 1931 1817 247 1752 184 192 1691 891 682 114 800 657 379 129 209 630 146 278 143
internal_count=2362 431 1931 1817 247 1752 184 192 1691 891 682 114 800 657 379 129 209 630 146 278 143
is_linear=0
shrinkage=0.0032998


Tree=9425
num_leaves=17
num_cat=0
split_feature=10 14 10 2 3 159 12 3 43 160 3 457 15 1212 159 2
split_gain=0.223241 0.118592 0.0922865 0.0793395 0.102545 0.0825505 0.0720536 0.149272 0.228215 0.0606369 0.112596 0.0570631 0.0634382 0.0236711 0.0213775 0.0234975
threshold=1.0000000180025095e-35 -0.10708499999999999 -0.15282499999999996 0.087610000000000007 -0.097574999999999981 0.065430000000000016 0.085945000000000008 -0.020014999999999995 -0.08231999999999999 0.022560000000000004 -0.072894999999999988 0.086460000000000023 -0.0053099999999999996 0.086310000000000012 0.018290000000000004 0.11266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 9 7 8 -5 10 -6 12 -9 14 15 -8
right_child=-2 2 3 6 5 -7 13 11 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0086186315160259805 -0.0070372791367646704 -0.0043660392428065357 0.009754636499406456 0.00092151427245792754 0.0035333991590745044 -0.0012069758289935133 0.0015721869301240812 0.0019225359367167529 -0.012661085481432847 -0.00099869877561651298 0.0094426328335105586 -0.0025670357138604335 0.0083672862283915052 0.0056499589854907984 0.004865287974736141 0.004259366160280189
leaf_weight=98 66 52 79 93 611 97 444 175 56 63 108 53 58 79 97 118
leaf_count=98 66 52 79 93 611 97 444 175 56 63 108 53 58 79 97 118
internal_value=0 0.00288348 0.00262519 0.00279663 0.00393459 0.00340947 0.00186573 0.000143387 -0.0041713 0.00398439 0.00442352 0.00239753 0.00353452 0.00287849 0.00254352 0.0021396
internal_weight=0 2281 2183 2131 958 879 1173 435 149 782 719 286 233 738 659 562
internal_count=2347 2281 2183 2131 958 879 1173 435 149 782 719 286 233 738 659 562
is_linear=0
shrinkage=0.16829


Tree=9426
num_leaves=16
num_cat=0
split_feature=393 30 150 4 12 1453 2 0 160 2 159 12 0 3 1212
split_gain=0.123939 0.109052 0.10452 0.0819685 0.160308 0.0752411 0.072044 0.0614506 0.0577689 0.0746505 0.0778792 0.0535781 0.0394415 0.0274087 0.0200774
threshold=0.086030000000000009 0.085185000000000025 0.12314500000000002 -0.085474999999999982 0.083865000000000009 -0.076539999999999983 0.092155000000000015 -0.082954999999999987 0.091625000000000026 -0.10238999999999998 0.08043500000000002 0.097145000000000023 -0.014334999999999999 -0.080914999999999987 0.040035000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -2 9 -7 -11 12 14 -10 -6
right_child=7 -3 -4 5 11 8 -8 -9 13 10 -12 -13 -14 -15 -16
leaf_value=0.01434706450283544 0.00083872305668368442 -0.0044514344197896663 -0.0045893295262307461 -0.0032717888458963134 0.0041512266228606988 -0.0037436836505040398 0.0064302881825413763 -0.007029597960621887 0.007704762355714441 0.0029138182180714835 -0.00087591679765705393 -0.001636237719992576 0.0078052177445947432 0.0033758214690106331 -5.0217126512495044e-05
leaf_weight=56 53 63 55 65 75 57 81 59 83 1265 174 65 54 87 55
leaf_count=56 53 63 55 65 75 57 81 59 83 1265 174 65 54 87 55
internal_value=0 0.00244029 0.00264102 0.00282971 0.00505127 0.00233328 0.00967946 -0.00329016 0.00255304 0.00221697 0.00245433 0.00249763 0.00396773 0.00549993 0.00235987
internal_weight=0 2235 2172 2117 386 1731 137 112 1666 1496 1439 249 184 170 130
internal_count=2347 2235 2172 2117 386 1731 137 112 1666 1496 1439 249 184 170 130
is_linear=0
shrinkage=0.16829


Tree=9427
num_leaves=17
num_cat=0
split_feature=1 1 12 12 1 43 447 14 0 49 12 49 48 43 48 159
split_gain=5.45473 0.574617 0.549767 0.412387 0.351821 0.344321 0.316215 0.185736 0.280516 0.318155 0.149268 0.142797 0.136396 0.104187 0.0912063 0.111234
threshold=0.10932500000000002 0.13554500000000003 -0.029844999999999997 0.089125000000000024 0.092655000000000015 -0.077604999999999993 0.084700000000000011 0.062655000000000016 -0.10023499999999998 0.0016050000000000003 0.084160000000000013 0.12314000000000001 0.014805 -0.065804999999999989 0.095205000000000012 0.065430000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 -1 -2 7 8 9 10 -4 14 -7 -3 15 -10
right_child=1 13 6 -5 -6 12 -8 -9 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00078331365924084431 0.00014807214205669452 8.0385626173367061e-05 0.00048134715536741481 0.0006286607023621248 0.00044304007069861831 0.00057419139637005423 0.00057759921703395313 0.00098397527526632254 0.00083854291015842287 0.00087653050292947621 0.00071625975594840111 0.00065212493391497651 0.00034102747221286575 0.00026425706161783193 0.00071623908891474419 0.00073817284997111383
leaf_weight=56 57 52 72 97 83 59 70 63 1186 59 52 59 53 98 90 141
leaf_count=56 57 52 72 97 83 59 70 63 1186 59 52 59 53 98 90 141
internal_value=0 0.000364484 0.000781233 0.000456683 0.000580382 0.000357765 0.000796793 0.000805683 0.000798891 0.000675892 0.000580143 0.000814117 0.000464169 0.00020075 0.000820837 0.000827905
internal_weight=0 416 1931 266 139 169 1792 1722 1659 183 124 1476 112 150 1417 1327
internal_count=2347 416 1931 266 139 169 1792 1722 1659 183 124 1476 112 150 1417 1327
is_linear=0
shrinkage=0.0032998


Tree=9428
num_leaves=24
num_cat=0
split_feature=4 2 12 150 15 14 2 2 2 2 2 43 12 4 51 42 4 1456 15 1213 4 42 52
split_gain=1.93124 0.836531 0.466238 0.404696 0.317206 0.202982 0.1528 0.1337 0.131876 0.130458 0.114892 0.106678 0.215326 0.334285 0.103207 0.0923487 0.0870786 0.100711 0.0776134 0.0666942 0.0657429 0.0331051 0.0118901
threshold=0.30163500000000004 0.10859000000000001 -0.077034999999999978 0.091355000000000006 -0.42759999999999992 0.062655000000000016 0.14234000000000005 0.11093500000000002 0.086285000000000014 0.11266500000000002 0.087710000000000024 -0.0081349999999999981 0.088885000000000006 -0.080954999999999985 -0.088934999999999986 0.091475000000000015 -0.086179999999999993 -0.062944999999999987 -0.064999999999999988 -0.041999999999999989 0.42098500000000005 0.080060000000000006 0.099400000000000016
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=1 2 8 6 7 10 9 -2 -1 -3 14 15 13 -13 -4 18 19 -18 -12 -16 -6 -11 -14
right_child=4 3 5 -5 20 -7 -8 -9 -10 21 11 12 22 -15 16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00027057537421466588 0.00023965337184862239 0.00037050248395319147 0.00051168158050004825 0.00013268025116949862 0.00020603450557462398 0.00078098766838863331 0.00029383094895029266 0.00045472217534720259 0.00049520062322924393 0.00050089825075380374 0.00055001230218608194 0.00059941088654484999 0.00061542367398530575 0.00025536287318126365 0.00080398407844697157 0.00050242912039737901 0.00049172081707952032 0.00062725658411599567 0.00066200933516156254 0.00064113704988023618 5.5898916665758178e-05 0.00060669481757463968 0.00054556782011187463
leaf_weight=59 53 67 96 52 74 65 54 81 57 79 111 55 100 71 52 97 69 616 196 67 57 65 54
leaf_count=59 53 67 96 52 74 65 54 81 57 79 111 55 100 71 52 97 69 616 196 67 57 65 54
internal_value=0 0.000556228 0.000584302 0.000399801 0.000256878 0.000598564 0.000452084 0.000369921 0.000381255 0.000492418 0.000591056 0.000558265 0.000507882 0.000405822 0.000615938 0.000593097 0.000628343 0.000613656 0.00062163 0.000712593 0.000140977 0.000548898 0.000591158
internal_weight=0 2082 1765 317 265 1649 265 134 116 211 1584 684 280 126 900 404 804 685 307 119 131 144 154
internal_count=2347 2082 1765 317 265 1649 265 134 116 211 1584 684 280 126 900 404 804 685 307 119 131 144 154
is_linear=0
shrinkage=0.0032998


Tree=9429
num_leaves=19
num_cat=0
split_feature=10 14 41 401 401 4 12 15 151 1 1204 1 1212 16 3 3 12 394
split_gain=0.138789 0.0871236 0.103343 0.0874577 0.0837739 0.0727126 0.113178 0.206851 0.243156 0.0815571 0.0598612 0.0398079 0.0397593 0.0367911 0.0445186 0.0640598 0.0237155 0.0116287
threshold=1.0000000180025095e-35 -0.10708499999999999 0.081560000000000007 0.078085000000000016 0.092860000000000012 -0.082634999999999986 0.083885000000000015 -0.035449999999999988 -0.029339999999999995 0.096035000000000023 -0.065099999999999977 0.118385 -0.083344999999999989 -0.011989999999999999 -0.013119999999999998 -0.13088999999999998 0.084475000000000008 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 13 7 9 -9 -7 -8 -12 -6 16 15 -15 -3 -18
right_child=-2 2 -4 4 12 6 10 8 -10 -11 11 -13 -14 14 -16 -17 17 -19
leaf_value=0.0078821105239732358 -0.0048547861759001189 0.0085556320109208914 -0.0034720028798335503 0.011954075303994444 0.0069513602417993273 0.0066931381026074542 -0.002583804984217401 0.0029254399573481246 -0.011667900102780775 0.00038809315611717084 0.0035141372426352835 -0.0012467459655424642 0.0011784156403516039 0.0042419410608125485 0.0061315406907714179 -0.0029140571362959188 0.0065662942910776128 0.0037995723706990125
leaf_weight=98 66 66 73 55 70 83 52 54 80 196 922 52 67 79 74 64 71 125
leaf_count=98 66 66 73 55 70 83 52 54 80 196 922 52 67 79 74 64 71 125
internal_value=0 0.0029635 0.00274187 0.0029577 0.00638863 0.00261332 0.00201319 -0.000335283 -0.00577359 0.00227023 0.00296029 0.00325812 0.00414121 0.00441245 0.0027758 0.00102669 0.00576114 0.00481097
internal_weight=0 2281 2183 2110 192 1918 1439 413 134 279 1026 974 137 479 217 143 262 196
internal_count=2347 2281 2183 2110 192 1918 1439 413 134 279 1026 974 137 479 217 143 262 196
is_linear=0
shrinkage=0.16829


Tree=9430
num_leaves=16
num_cat=0
split_feature=3 16 15 12 475 402 0 15 3 401 3 39 4 42 1
split_gain=0.0797444 0.0730383 0.0905931 0.0707361 0.0637789 0.0565456 0.0721408 0.0586545 0.0615409 0.0957942 0.076968 0.0322981 0.0152525 0.011935 0.00875376
threshold=0.30112000000000005 -0.42004999999999992 -0.41971499999999995 0.090345000000000023 -0.088274999999999978 -0.085044999999999996 -0.082594999999999988 0.12061000000000001 -0.08126499999999999 0.080190000000000011 -0.080604999999999996 0.085095000000000018 0.076415000000000025 0.11623000000000001 0.10600000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 -4 6 -6 8 9 -7 -10 14 -2 -8 -1
right_child=12 2 4 -5 5 7 13 -9 10 -11 -12 -13 -14 -15 -16
leaf_value=0.0038237793822283235 0.0001330951418688424 -0.0041062362661352537 -0.0015433655980142053 0.011122826118624449 0.01097416239824218 0.0040376312180609953 0.0048349797160716712 0.0071840971199000295 -0.0047395319478410426 -0.0017609906553188936 0.0017898505902558658 0.007587273218563376 -0.0039109694333976401 0.001633221416900046 0.0009682247880862968
leaf_weight=76 52 56 93 53 53 747 97 77 55 90 705 54 52 53 54
leaf_count=76 52 56 93 53 53 747 97 77 55 90 705 54 52 53 54
internal_value=0 0.00288412 0.00255551 0.00568567 0.00274579 0.00295927 0.00561959 0.00263558 0.00241515 0.00341198 0.00131497 0.00410977 -0.00187166 0.00371567 0.00265145
internal_weight=0 2263 2026 237 1970 1877 203 1674 1597 837 760 184 104 150 130
internal_count=2367 2263 2026 237 1970 1877 203 1674 1597 837 760 184 104 150 130
is_linear=0
shrinkage=0.16829


Tree=9431
num_leaves=26
num_cat=0
split_feature=1 3 2 2 43 2 2 155 12 1 132 16 12 16 43 15 12 2 12 12 1447 43 13 160 13
split_gain=6.15855 1.04434 0.777264 0.591405 0.363506 0.366093 0.296719 0.431167 0.38506 0.242775 0.188846 0.160798 0.134472 0.193168 0.195955 0.208894 0.0938928 0.0920295 0.0886291 0.0750491 0.0696028 0.05327 0.051055 0.0526556 0.0357587
threshold=0.10776500000000001 -0.052614999999999995 -0.0091949999999999983 0.11500500000000001 -0.049914999999999994 0.14271500000000001 0.10161500000000002 0.090695000000000012 0.087615000000000012 0.12719000000000003 0.0038750000000000004 -0.10803999999999998 0.087745000000000004 -0.0058249999999999994 -1.0000000180025095e-35 0.083185000000000023 0.08708500000000001 0.11556500000000001 0.095780000000000018 0.084760000000000016 -1.0000000180025095e-35 -0.064499999999999988 -0.08459499999999999 -0.42559499999999995 -0.077549999999999994
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=2 3 -1 -2 9 17 10 8 11 -3 12 -8 13 14 20 -16 -12 -6 -10 -15 -4 -20 -14 -24 -25
right_child=1 4 6 -5 5 -7 7 -9 18 -11 16 -13 22 19 15 -17 -18 -19 21 -21 -22 -23 23 24 -26
leaf_value=0.00047248033108020817 0.00080926860065548111 0.00031603211861715912 0.00082057218880156888 0.00036923522279564336 0.00059697379302983287 0.00019096866829597609 0.00071596490812548749 0.0010134819472324031 0.00093466816907748318 1.7201154819639449e-05 0.0011006692342707455 0.00047276374676702399 0.00076110357815642221 0.0010621246188710768 0.00064550466830514362 0.00090950397255681957 0.00092658422506720916 0.00041176511845489625 0.00086022092738127374 0.00091109465709437207 0.00093583594446232734 0.00072365552030172989 0.00074319551270792818 0.00092156225504489288 0.00084328854891563959
leaf_weight=59 91 58 80 53 60 62 54 70 53 61 57 69 100 97 77 59 98 61 53 65 273 95 54 89 419
leaf_count=59 91 58 80 53 60 62 54 70 53 61 57 69 100 97 77 59 98 61 53 65 273 95 54 89 419
internal_value=0 0.000416098 0.000846693 0.000647557 0.000305617 0.000398069 0.000858532 0.000777358 0.000726235 0.000163146 0.000880294 0.000579821 0.000867218 0.000901562 0.000868301 0.000760293 0.00099083 0.000503895 0.000815656 0.00100174 0.000909814 0.000772799 0.000833392 0.000846192 0.000857071
internal_weight=0 446 1921 144 302 183 1862 394 324 119 1468 123 1313 651 489 136 155 121 201 162 353 148 662 562 508
internal_count=2367 446 1921 144 302 183 1862 394 324 119 1468 123 1313 651 489 136 155 121 201 162 353 148 662 562 508
is_linear=0
shrinkage=0.0032998


Tree=9432
num_leaves=14
num_cat=0
split_feature=2 16 11 457 0 1429 3 16 50 16 160 0 2
split_gain=0.0973783 0.103476 0.097839 0.0661812 0.0658834 0.134964 0.0800265 0.0616297 0.0550913 0.0852358 0.0461729 0.0591428 0.0340376
threshold=0.14271500000000001 -0.15796999999999997 0.08976000000000002 0.087350000000000011 -0.10946999999999998 0.084895000000000012 -0.154195 -0.075434999999999988 0.11768500000000003 -0.073774999999999993 -0.007559999999999999 -0.15202999999999997 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 10 9 -8 -1 -12 -5
right_child=1 -3 -4 12 5 -7 8 -9 -10 -11 11 -13 -14
leaf_value=0.0063588762728363319 0.0039081586589118809 -0.0056657316355603936 0.0094254036852342259 0.0099939372847715584 -0.0030385915706831511 0.0090074716403306578 0.0040840206361345008 -0.0029631979040791803 0.0068273077676028219 0.0015042526689263327 -0.0028921765921661366 0.0036523164917756229 0.0042213904754957983
leaf_weight=53 55 76 67 52 66 102 665 103 97 805 73 84 69
leaf_count=53 55 76 67 52 66 102 665 103 97 805 73 84 69
internal_value=0 -0.00163244 0.00307969 0.00288284 0.00265544 0.00306101 0.00268848 0.000401534 0.00293085 0.00267251 0.00206041 0.000597892 0.006717
internal_weight=0 131 2236 2169 2048 1735 1633 313 1567 1470 210 157 121
internal_count=2367 131 2236 2169 2048 1735 1633 313 1567 1470 210 157 121
is_linear=0
shrinkage=0.16829


Tree=9433
num_leaves=24
num_cat=0
split_feature=1 3 1 150 0 3 13 1 0 160 3 3 13 160 3 1 133 1 133 1213 0 13 3
split_gain=6.53157 1.78516 0.457599 0.354742 0.321036 0.247198 0.32772 0.237036 0.21931 0.149903 0.148242 0.151478 0.0840378 0.0755838 0.0686525 0.082571 0.0571431 0.0557529 0.0538368 0.0655294 0.0510929 0.0154518 0.0184573
threshold=0.10574000000000001 -0.06340999999999998 0.089625000000000024 1.0000000180025095e-35 -0.052239999999999988 0.091170000000000015 -0.13033499999999998 0.12048000000000002 -0.079119999999999982 -0.060309999999999996 0.30112000000000005 0.045635000000000002 -0.087444999999999981 -0.43346499999999993 -0.081444999999999976 0.094165000000000013 0.089625000000000024 0.098420000000000021 -0.14051499999999997 -0.0068949999999999992 -0.065064999999999998 -0.07150999999999999 -0.094679999999999986
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 7 5 14 10 6 -1 20 12 -10 11 -3 18 -14 -4 -16 -15 -17 -8 -20 -2 -11 -23
right_child=1 4 3 -5 -6 -7 8 -9 9 21 -12 -13 13 16 15 17 -18 -19 19 -21 -22 22 -24
leaf_value=0.0014347431748192125 0.0011653377972637969 0.00061208717475545607 0.0011743857023199015 0.00085335449026494644 0.00040155993865231073 0.00095754361990758245 0.0012315053369505956 0.00081658138103856326 0.00098411399052689814 0.0011951253365283653 0.00052295738604490297 0.00080999062457331051 0.0011023583821450818 0.0012433546365979724 0.00097004647519644558 0.0011960324984262535 0.0011685098970721146 0.0010422242807502974 0.001013398331738732 0.0011641182572397052 0.0010178083117267059 0.0011890971261417067 0.0011074646339131898
leaf_weight=56 54 101 99 83 79 56 54 53 88 69 79 76 64 565 72 57 163 59 60 83 63 55 179
leaf_count=56 54 101 99 83 79 56 54 53 88 69 79 76 64 565 72 57 163 59 60 83 63 55 179
internal_value=0 0.000726648 0.00114999 0.00104525 0.000586635 0.00117594 0.00118443 0.00100235 0.00117425 0.00110693 0.00064361 0.000697262 0.00120083 0.00121665 0.00110062 0.00106159 0.00122665 0.00111811 0.00113704 0.00110113 0.0010862 0.00114248 0.0011268
internal_weight=0 505 1862 370 335 1492 1436 170 1380 391 256 177 989 792 287 188 728 116 197 143 117 303 234
internal_count=2367 505 1862 370 335 1492 1436 170 1380 391 256 177 989 792 287 188 728 116 197 143 117 303 234
is_linear=0
shrinkage=0.0032998


Tree=9434
num_leaves=14
num_cat=0
split_feature=1 52 39 13 13 475 1209 52 4 4 1209 1204 0
split_gain=0.0839887 0.0806954 0.0683241 0.0507595 0.11611 0.0462817 0.0590895 0.0488965 0.0534978 0.121937 0.0388441 0.0367948 0.0317078
threshold=0.12072500000000001 -0.069034999999999985 0.092440000000000008 -0.39067499999999994 -0.068189999999999987 -0.088274999999999978 0.082105000000000011 -0.53937999999999986 -0.13833499999999996 -0.17689999999999997 0.089895000000000017 -0.082884999999999986 -0.10891999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 -1 7 -7 9 -9 -8 -10 -13
right_child=1 3 -4 4 -6 6 10 8 11 -11 -12 12 -14
leaf_value=-0.00031356122306717889 -0.0051202089074006644 0.0062681797515295821 0.009091540209451748 -0.005928501285698478 0.0042017453991090208 0.0070482815143255049 0.010553767070525714 0.0037235415653987984 0.0076113029074835878 -0.0064512471830204445 0.0046749161329052158 0.0015599619540194207 0.0035560832644056547
leaf_weight=92 60 55 61 53 81 93 52 90 56 53 87 279 1255
leaf_count=92 60 55 61 53 81 93 52 90 56 53 87 279 1255
internal_value=0 0.00024848 0.00352374 0.00196233 0.000181599 0.00335775 0.00353055 0.00327406 0.00307048 -3.49706e-05 0.00688712 0.00335091 0.00319421
internal_weight=0 249 2118 189 134 2057 1965 1826 1733 143 139 1590 1534
internal_count=2367 249 2118 189 134 2057 1965 1826 1733 143 139 1590 1534
is_linear=0
shrinkage=0.16829


Tree=9435
num_leaves=23
num_cat=0
split_feature=1 3 52 124 1 4 12 3 16 4 1 12 52 484 12 52 16 1 1454 16 401 13
split_gain=8.99715 1.71898 0.87764 0.83775 0.545598 0.459 0.334849 0.225497 0.220922 0.218346 0.2144 0.185784 0.180446 0.178617 0.147787 0.105203 0.0730725 0.0713739 0.0644427 0.0549043 0.0536158 0.0491732
threshold=0.10538500000000002 0.30112000000000005 -0.26738999999999996 -0.076164999999999983 0.12337000000000002 0.036620000000000007 0.089605000000000018 -0.1535 -0.41163499999999992 0.057265000000000003 0.087070000000000022 0.094760000000000011 0.093245000000000008 -0.011809999999999999 0.08401500000000002 0.0029250000000000005 -0.073494999999999991 0.091785000000000019 0.084535000000000013 -0.16238499999999997 0.086285000000000014 0.0037100000000000002
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 -2 -1 6 7 9 -5 -6 -4 11 18 14 -7 -12 19 -13 -16 20 -15 -9 -18
right_child=1 -3 4 5 8 13 -8 10 -10 -11 12 16 -14 15 17 -17 21 -19 -20 -21 -22 -23
leaf_value=0.00072152033894945749 0.0010367355955514109 0.00014178847580914076 0.00043308489870188741 0.0012381084279759857 0.00028468342377737169 0.0011029033216280952 0.00090656402449398399 0.0011029351361751926 0.00054463361756003034 0.00070298830332365177 0.00082656918347264624 0.0010972582058167578 0.0011814383261137312 0.00074766885363663539 0.0010606208257705984 0.0010015832075566243 0.00091249016635716867 0.00093109172565190195 0.0012389777057446141 0.00088958818134442349 0.0011988236476344009 0.0010441730057897524
leaf_weight=82 53 93 52 102 67 54 57 722 78 92 66 76 52 55 127 61 87 84 52 80 80 58
leaf_count=82 53 93 52 102 67 54 57 722 78 92 66 76 52 55 127 61 87 84 52 80 80 58
internal_value=0 0.000546279 0.000640471 0.00104886 0.000579669 0.00106413 0.000691244 0.00108601 0.000424762 0.000605768 0.00107493 0.00109783 0.00100001 0.000932192 0.000965829 0.000884979 0.00101091 0.00100922 0.00112028 0.00083203 0.00111254 0.000965406
internal_weight=0 492 399 1838 346 1756 201 1506 145 144 1404 1075 329 250 277 196 221 211 854 135 802 145
internal_count=2330 492 399 1838 346 1756 201 1506 145 144 1404 1075 329 250 277 196 221 211 854 135 802 145
is_linear=0
shrinkage=0.0032998


Tree=9436
num_leaves=16
num_cat=0
split_feature=13 9 0 14 43 15 15 15 1 2 0 2 16 15 1
split_gain=0.108903 0.161334 0.105358 0.0672053 0.097754 0.0894918 0.134145 0.127179 0.0776027 0.0653191 0.0627219 0.0581104 0.0541656 0.0382977 0.0367394
threshold=-0.39067499999999994 0.037245000000000007 0.12539500000000003 -0.073114999999999986 -0.0018599999999999999 -0.011859999999999997 -0.063199999999999992 0.0056700000000000006 0.12719000000000003 0.08486500000000001 -0.062694999999999987 0.10364000000000001 -0.090789999999999996 -0.097984999999999989 0.10098000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 8 6 13 -7 10 -9 11 -5 -1 -6 -12
right_child=1 -3 -4 4 5 7 -8 9 -10 -11 14 -13 -14 -15 -16
leaf_value=-0.0056228649883721307 0.008114263582480857 0.012221735382248005 -0.004105127357817478 0.0045005752740851822 0.0039162655407036992 -0.0050837594690897152 0.011754497661293004 -0.0014908348211461456 -0.0014136557993828253 0.003693636083469645 0.010667230594154574 0.00087748240524698003 0.0018312717757387462 -0.00094624779493217553 0.0046938975067983496
leaf_weight=54 88 60 52 1040 124 101 52 107 67 191 69 144 56 72 53
leaf_count=54 88 60 52 1040 124 101 52 107 67 191 69 144 56 72 53
internal_value=0 0.00360251 0.00336225 0.00354731 0.00334746 0.00163745 0.00414807 7.24618e-05 0.00415197 0.00182607 0.00443887 0.00406145 -0.0018117 0.00212087 0.00808698
internal_weight=0 2220 2160 2108 2020 647 248 399 1373 298 1306 1184 110 196 122
internal_count=2330 2220 2160 2108 2020 647 248 399 1373 298 1306 1184 110 196 122
is_linear=0
shrinkage=0.16829


Tree=9437
num_leaves=18
num_cat=0
split_feature=1 12 4 123 1456 475 1 1429 156 2 13 13 1 16 123 0 4
split_gain=4.44033 1.33521 0.562261 0.375631 0.212332 0.203526 0.183318 0.181558 0.146738 0.215997 0.16875 0.14422 0.136374 0.121151 0.129316 0.111574 0.0563281
threshold=0.10538500000000002 0.085090000000000013 0.25759000000000004 1.0000000180025095e-35 -0.15824499999999997 -0.084964999999999985 0.14310500000000001 0.084690000000000015 1.0000000180025095e-35 0.097070000000000004 -0.10278499999999999 -0.33260499999999998 0.073870000000000005 -0.070064999999999975 0.081180000000000016 -0.019414999999999998 -0.035694999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 16 11 8 9 10 -7 -2 -10 14 -13 -11 -6
right_child=1 2 -4 -5 5 7 -8 -9 12 15 -12 13 -14 -15 -16 -17 -18
leaf_value=0.0009997189944150229 0.00021729417093929889 0.00085090074427745968 0.00042686815667565753 0.00057375959079023766 0.001022806255675762 0.00099251241925250064 0.00016524641902855274 0.00062702354933223843 0.00081521203274491447 0.0007443158096574413 0.00080501786229626358 0.00056813648548148076 0.0010192285863139872 0.00031964352541726242 0.00035312086230523086 0.00057654737113707426 0.00087408364497734367
leaf_weight=66 55 101 52 75 52 57 58 68 87 246 992 72 65 99 55 55 75
leaf_count=66 55 101 52 75 52 57 58 68 87 246 992 72 65 99 55 55 75
internal_value=0 0.000450929 0.000707015 0.00080407 0.000813848 0.000806599 0.000335247 0.000796169 0.000803803 0.000792643 0.000815239 0.00037021 0.000902688 0.000407268 0.000475297 0.000713777 0.000935255
internal_weight=0 492 153 1838 1763 1697 339 1570 1502 1350 1049 281 152 226 127 301 127
internal_count=2330 492 153 1838 1763 1697 339 1570 1502 1350 1049 281 152 226 127 301 127
is_linear=0
shrinkage=0.0032998


Tree=9438
num_leaves=12
num_cat=0
split_feature=3 1456 11 16 3 3 3 16 16 1210 3
split_gain=0.257101 0.100907 0.0917617 0.0722104 0.0601065 0.0949563 0.0628852 0.151634 0.0507622 0.0624662 0.0467797
threshold=0.30112000000000005 -0.15824499999999997 0.080705000000000013 -0.0048099999999999992 0.12991000000000003 0.10323000000000002 -0.10122999999999999 -0.082739999999999994 -0.082739999999999994 -0.047399999999999991 -0.0020049999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 9 -8 -10
right_child=-2 2 3 -5 -6 -7 8 -9 10 -11 -12
leaf_value=0.010150985314241429 -0.0051384697337427737 0.0057633440483628607 0.012558155079410594 0.0045187347955828972 0.0088337157498215874 -0.0027094453511307399 -0.0032162549397013536 -0.0043083977133913601 0.0039342398107776767 0.0028769218360051333 0.007802116577597806
leaf_weight=67 97 77 54 79 53 77 52 94 1043 539 98
leaf_count=67 97 77 54 79 53 77 52 94 1043 539 98
internal_value=0 0.00370453 0.00350429 0.00779637 0.00322262 0.00307151 0.00330637 0.000216325 0.00361041 0.00233776 0.00426802
internal_weight=0 2233 2166 133 2033 1980 1903 171 1732 591 1141
internal_count=2330 2233 2166 133 2033 1980 1903 171 1732 591 1141
is_linear=0
shrinkage=0.16829


Tree=9439
num_leaves=21
num_cat=0
split_feature=1456 11 0 43 14 43 15 0 4 16 16 16 15 0 4 16 4 0 12 13
split_gain=0.0779211 0.0748325 0.0955226 0.0696197 0.156475 0.0703789 0.0650763 0.228558 0.0759692 0.0633116 0.0498125 0.0487997 0.048385 0.0961187 0.0479103 0.0415014 0.0388574 0.0439837 0.0288424 0.0231269
threshold=-0.15824499999999997 0.080705000000000013 0.11535000000000002 -0.0018599999999999999 -0.072219999999999993 -0.0083249999999999973 -0.011859999999999997 -0.11208499999999998 -0.081929999999999989 -0.088734999999999994 -0.0048099999999999992 -0.48950499999999991 -0.062284999999999993 -0.047049999999999995 0.0047850000000000011 0.11021500000000002 -0.0097949999999999982 -0.066659999999999983 0.086935000000000012 -0.0098899999999999978
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 2 3 5 -5 12 9 -8 -9 11 -3 -6 16 15 -11 -14 19 -18 -7 -2
right_child=1 10 -4 4 6 18 7 8 -10 14 -12 -13 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0084426782963317199 0.0062037455819765044 0.010444746238628327 -0.0045476581908842195 0.0090573843772769301 0.0033181330386159928 0.0098475169314485647 -0.010425436967281581 -0.002832850640208719 0.0026640194172193933 0.0019526740696401011 0.0037582779170543968 -0.0024368574143828685 0.0036527639363090575 0.010379568468912704 0.0085364710870958153 -0.00087009331991001358 0.0017062966911219194 -0.002780988485867567 0.0044013069576610154 0.0014923809389321035
leaf_weight=67 72 54 55 66 77 60 61 107 212 65 79 91 587 58 62 63 311 77 54 52
leaf_count=67 72 54 55 66 77 60 61 107 212 65 79 91 587 58 62 63 311 77 54 52
internal_value=0 0.00260605 0.0023629 0.00254693 0.00123511 0.00327427 0.000467604 -0.000984986 0.00081461 0.00234483 0.00648659 0.000190153 0.00289816 0.00380137 0.00518096 0.00321163 0.00164569 0.000811148 0.00728349 0.0042425
internal_weight=0 2263 2130 2075 741 1334 675 380 319 295 133 168 1220 708 127 650 512 388 114 124
internal_count=2330 2263 2130 2075 741 1334 675 380 319 295 133 168 1220 708 127 650 512 388 114 124
is_linear=0
shrinkage=0.16829


Tree=9440
num_leaves=18
num_cat=0
split_feature=2 14 159 2 0 4 160 13 3 2 151 12 4 156 13 43 159
split_gain=0.145517 0.0740743 0.0763521 0.0972405 0.0885062 0.0713184 0.0931057 0.0969319 0.0836093 0.146303 0.0706695 0.0690047 0.0596245 0.0555514 0.0439872 0.0408907 0.0484316
threshold=0.16394500000000004 0.076175000000000007 0.085035000000000013 -0.0091949999999999983 -0.014334999999999999 0.26665000000000005 -0.085984999999999992 -0.0021749999999999994 -0.10237999999999998 0.10272000000000002 -0.0039699999999999987 0.089435000000000014 0.42953500000000006 0.086860000000000007 -0.012279999999999998 -0.076554999999999984 0.10668000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 13 6 7 11 9 -8 -10 -5 -7 15 -1 16 -4
right_child=-2 -3 4 5 -6 12 8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00060442076203732879 -0.0061335619081864237 0.0080577354540804745 0.0063581509494802608 -0.00028261968626309085 0.010757245319540051 -0.0043814580458170849 0.012650649088618427 -0.0048374673850103394 0.0060219711085117162 0.0016144245218044214 0.0023368682161982574 0.0058241310836324453 0.0027886701118391361 -0.00071958282343032324 -0.0061924066352007975 0.0075780418892206682 -0.00064959637588145065
leaf_weight=53 54 71 54 147 60 77 70 83 173 67 1031 81 57 64 54 92 57
leaf_count=53 54 71 54 147 60 77 70 83 173 67 1031 81 57 64 54 92 57
internal_value=0 0.00269529 0.00252298 0.00211112 0.00490176 0.00240689 0.00271012 8.07285e-05 0.00331858 0.00726649 0.00286786 0.001879 -0.00131807 0.00357919 -0.00280896 0.00494332 0.00274339
internal_weight=0 2291 2220 1893 327 1786 1652 311 1341 137 1204 228 134 267 107 203 111
internal_count=2345 2291 2220 1893 327 1786 1652 311 1341 137 1204 228 134 267 107 203 111
is_linear=0
shrinkage=0.16829


Tree=9441
num_leaves=18
num_cat=0
split_feature=2 1456 4 15 1 14 1 4 474 148 43 15 4 4 474 1213 1212
split_gain=0.115699 0.134333 0.106406 0.194863 0.187318 0.0836013 0.064585 0.17621 0.0700868 0.0604972 0.0803601 0.0548159 0.0347962 0.0436096 0.0327771 0.025363 0.0467431
threshold=0.114805 -0.11085999999999999 0.029980000000000003 -0.42075999999999997 0.092655000000000015 0.076175000000000007 0.077800000000000022 -0.097514999999999977 0.081755000000000008 -1.0000000180025095e-35 -0.11278499999999998 0.016500000000000004 0.41816000000000003 -0.15805499999999997 0.087745000000000017 0.11830500000000001 0.058525000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 -5 6 7 -3 15 -8 -11 -2 13 -12 -10 16 -9
right_child=2 5 3 4 -6 -7 9 8 14 10 12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0041715316147420793 0.00020554111176008955 0.012013595743964885 0.0039366243795145696 0.00107405153774284 -0.010803025291012611 0.0087102030642789621 -0.0040358600788217933 0.0027101978547265813 0.0092601779199474529 -0.003362290909947874 0.0051233925655736869 0.0074922778889130589 0.0061552783831237421 0.0013958987833494019 0.0038028832136698136 0.0059424950205342704 -0.00082519587276806954
leaf_weight=80 68 65 81 61 97 67 52 668 66 74 109 52 66 498 62 54 125
leaf_count=80 68 65 81 61 97 67 52 668 66 74 109 52 66 498 62 54 125
internal_value=0 0.00257514 -0.000704034 -0.00276116 -0.0062062 0.00285925 0.00264511 0.00352056 0.00295251 0.00150336 0.00189136 0.0033781 0.00247169 0.00206821 0.00663084 0.00239452 0.00215065
internal_weight=0 1986 359 239 158 1906 1839 1040 975 799 747 120 673 607 128 847 793
internal_count=2345 1986 359 239 158 1906 1839 1040 975 799 747 120 673 607 128 847 793
is_linear=0
shrinkage=0.16829


Tree=9442
num_leaves=18
num_cat=0
split_feature=2 1456 1 2 13 15 1 2 43 3 475 475 13 401 13 43 40
split_gain=0.0858172 0.0856544 0.0543826 0.150451 0.0777122 0.0878833 0.0665193 0.0848514 0.0566591 0.0360231 0.0424406 0.0384265 0.0313163 0.0269148 0.0675658 0.0176887 0.0128028
threshold=0.16394500000000004 -0.11085999999999999 0.080270000000000022 0.08325500000000001 0.11251500000000002 0.11614000000000001 0.13210500000000003 0.11891500000000001 -0.078139999999999973 -0.055009999999999996 -0.079029999999999975 -0.084894999999999984 -0.073949999999999988 0.087495000000000003 -0.091769999999999977 -0.0059699999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -4 10 11 -5 -8 14 -12 -15 -11
right_child=-2 2 4 9 -6 -7 12 -9 -10 16 13 -13 -14 15 -16 -17 -18
leaf_value=-0.003485291131369033 -0.0048974262063603159 0.011622552246297565 -0.0010697940465630759 0.0025873335035405385 -0.0046473313234285706 0.0082078368784092026 0.0023106006719669893 -0.0043827151944354076 0.0022143687879715942 0.003407600539867653 -0.0038064254687134448 0.0085416838107980238 0.008032371833856666 0.0064419350973273443 0.0018465310863164924 0.0020069926630542122 0.007170999060455225
leaf_weight=81 54 53 213 78 61 53 59 86 489 52 65 52 52 53 736 52 56
leaf_count=81 54 53 213 78 61 53 59 86 489 52 65 52 52 53 736 52 56
internal_value=0 0.00188137 0.00207888 0.0028479 0.00116839 0.00154293 0.001148 0.000602098 0.00121533 0.00243982 0.00213203 0.00498289 0.00500726 0.00172098 0.00138556 0.00426269 0.00537563
internal_weight=0 2291 2210 1197 1013 952 899 788 702 1144 1036 130 111 906 801 105 108
internal_count=2345 2291 2210 1197 1013 952 899 788 702 1144 1036 130 111 906 801 105 108
is_linear=0
shrinkage=0.16829


Tree=9443
num_leaves=22
num_cat=0
split_feature=1 3 4 1 123 12 11 16 402 0 16 1 1 4 15 16 12 3 16 4 1
split_gain=4.85447 0.768395 0.466195 0.286328 0.228248 0.135269 0.172185 0.122333 0.109682 0.10947 0.0915018 0.0890939 0.0881373 0.0875673 0.0867835 0.0671185 0.0694076 0.0627864 0.097972 0.0386314 0.0378846
threshold=0.10538500000000002 -0.06340999999999998 0.40780000000000005 0.13630500000000004 0.080635000000000012 0.11589000000000001 1.0000000180025095e-35 -0.085314999999999988 0.049895000000000002 -0.12118 -0.0094449999999999968 0.088785000000000017 0.11570500000000002 0.27287000000000006 -0.087734999999999994 0.19578000000000004 0.083725000000000008 -0.086049999999999988 -0.076944999999999986 -0.012889999999999999 0.094165000000000013
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=4 2 12 10 5 6 8 -5 11 -8 13 15 -2 -3 -13 16 -1 -10 -19 -17 -16
right_child=1 3 -4 7 -6 -7 9 -9 17 -11 -12 14 -14 -15 20 19 -18 18 -20 -21 -22
leaf_value=0.00081953172461668629 0.00075679483631880596 0.00048130766173608026 0.00029086207372079533 3.9693324156977561e-05 0.00055997186152941967 0.00060251952098189503 0.00098598454160205864 0.00025699974977295596 0.00087916789447812832 0.00077574270473898847 0.00024972993360062581 0.00055538682126438804 0.00057285402083969751 0.00031902737462220689 0.0006648022098139835 0.0007245697818032583 0.00073858547873190757 0.00083381112004639107 0.00065063283228437418 0.00060864945631061208 0.00076383777889621138
leaf_weight=146 59 69 53 60 80 75 53 54 88 61 73 58 60 81 119 75 798 85 55 65 78
leaf_count=146 59 69 53 60 80 75 53 54 88 61 73 58 60 81 119 75 798 85 55 65 78
internal_value=0 0.000369795 0.000549467 0.000277989 0.00073415 0.000742065 0.00074827 0.000142937 0.000739115 0.000873796 0.000346871 0.000727455 0.000664348 0.000393911 0.000670485 0.000740824 0.000751142 0.000807439 0.0007621 0.000671001 0.000704193
internal_weight=0 509 172 337 1836 1756 1681 114 1567 114 223 1339 119 150 255 1084 944 228 140 140 197
internal_count=2345 509 172 337 1836 1756 1681 114 1567 114 223 1339 119 150 255 1084 944 228 140 140 197
is_linear=0
shrinkage=0.0032998


Tree=9444
num_leaves=28
num_cat=0
split_feature=4 3 3 43 3 3 0 3 160 0 0 3 4 15 4 15 3 0 3 15 151 1213 13 13 13 0 1212
split_gain=5.40194 1.67025 0.572639 0.854895 0.369322 0.240643 0.232951 0.231018 0.199092 0.193854 0.15926 0.150124 0.144397 0.141863 0.133385 0.0935866 0.0836702 0.15334 0.177625 0.0660626 0.0552426 0.044128 0.0411958 0.0555389 0.0381893 0.0367204 0.0321395
threshold=0.27161500000000005 -0.065259999999999999 0.11745500000000002 -0.040789999999999993 0.13524500000000003 0.0051600000000000005 -0.083489999999999995 -0.12077499999999998 -0.081069999999999989 -0.098524999999999988 -0.067094999999999988 -0.022604999999999997 0.032965000000000001 -1.0000000180025095e-35 0.032965000000000001 0.041820000000000003 -0.082844999999999988 0.04939000000000001 -0.10237999999999998 -0.46503999999999995 -0.070479999999999987 -0.041999999999999989 -0.085164999999999977 -0.087394999999999987 -0.066934999999999981 -0.086544999999999997 0.040035000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 10 9 11 7 -1 15 -2 -3 -5 20 -7 16 -8 17 18 -10 -11 25 -18 23 -22 -23 -9 -24
right_child=4 2 -4 5 -6 13 8 12 14 19 -12 -13 -14 -15 -16 -17 21 -19 -20 -21 22 24 26 -25 -26 -27 -28
leaf_value=0.0011360864820483146 0.00055191415935818412 0.00065588767523504579 0.00044121456361871522 0.00086477458360148139 0.00014535142881922007 0.00084072336261287206 0.000655308552638635 0.00082064426781953688 0.0011412323672296955 0.00043071281351581074 0.0004533675538267125 0.00061596895671878031 0.00081000903527917085 0.0010515673342604884 0.00074702791907785401 0.00084458092436363983 0.00077374452588415451 0.00080552028782975634 0.00093032871691837266 0.00027533721622757747 0.00096577944289589059 0.00092290020445090482 0.00095932526061480699 0.0010956216986146646 0.00082346120613298421 0.00094813121499516594 0.00086180718024654742
leaf_weight=66 82 88 87 54 68 72 67 60 55 55 85 55 99 73 70 54 63 83 248 70 125 112 200 59 85 54 56
leaf_count=66 82 88 87 54 68 72 67 60 55 55 85 55 99 73 70 54 63 83 248 70 125 112 200 59 85 54 56
internal_value=0 0.000849604 0.000686234 0.000736073 0.000357125 0.000858182 0.000903549 0.000947632 0.000865638 0.000426523 0.000556587 0.000739554 0.00092853 0.000947115 0.00088681 0.000740068 0.000901902 0.000933725 0.000968728 0.000343984 0.000949647 0.000854521 0.000967264 0.00100761 0.000880174 0.000881342 0.000938131
internal_weight=0 2070 514 427 275 254 1556 719 837 207 173 109 653 145 716 121 646 386 303 125 554 260 440 184 197 114 256
internal_count=2345 2070 514 427 275 254 1556 719 837 207 173 109 653 145 716 121 646 386 303 125 554 260 440 184 197 114 256
is_linear=0
shrinkage=0.0032998


Tree=9445
num_leaves=23
num_cat=0
split_feature=1 1 2 123 4 14 4 1212 13 0 12 13 49 50 4 0 12 4 4 0 482 2
split_gain=6.99488 1.17852 0.480772 0.439098 0.388382 0.308276 0.18637 0.147769 0.137195 0.134749 0.129717 0.0853138 0.0934743 0.0869548 0.0760598 0.0526713 0.0461995 0.0741998 0.0389771 0.0350449 0.0339568 0.0221823
threshold=0.10574000000000001 0.12337000000000002 0.10731 1.0000000180025095e-35 0.42098500000000005 0.062655000000000016 -0.083249999999999977 0.0025400000000000002 -1.0000000180025095e-35 -0.050379999999999994 0.089435000000000014 -0.066934999999999981 -0.014869999999999998 0.10450500000000001 0.065590000000000009 -0.067329999999999987 0.093175000000000022 -0.50215999999999983 -0.080344999999999986 -0.081224999999999978 0.099135000000000015 0.084145000000000011
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 10 5 14 6 7 16 -4 11 -2 18 -13 -14 -3 -6 17 -1 -8 -19 -20 -9
right_child=1 4 8 -5 15 -7 9 21 -10 -11 -12 12 13 -15 -16 -17 -18 19 20 -21 -22 -23
leaf_value=0.0010408331907078585 0.0005942915465284779 0.00030667272875962271 0.00035101572343577682 0.00062638683648506973 0.00018478825233043879 0.001107373103679336 0.00081707563203859898 0.00099450825907549702 0.00055139948803046689 0.00069281540259758965 0.00081087100821536026 0.00069884011036932322 0.00086476605080903883 0.00071701488777344848 0.00048727368951401927 3.9860968526177737e-05 0.00083091088575158387 0.00093438100073927764 0.00090681417904203687 0.00082785889887335455 0.00081555543635768689 0.0011036152654320841
leaf_weight=53 52 53 77 74 58 68 82 53 75 53 78 54 407 52 52 53 80 101 593 64 57 53
leaf_count=53 52 53 77 74 58 68 82 53 75 53 78 54 407 52 52 53 80 101 593 64 57 53
internal_value=0 0.000436151 0.000576737 0.000877044 0.000252444 0.000887504 0.000878698 0.000941508 0.000450121 0.000859122 0.00072451 0.000866173 0.000832461 0.000848104 0.000396449 0.000115906 0.000903014 0.000929312 0.000889752 0.000893277 0.000898866 0.00104939
internal_weight=0 498 282 1844 216 1770 1702 404 152 1298 130 1245 513 459 105 111 298 218 732 165 650 106
internal_count=2342 498 282 1844 216 1770 1702 404 152 1298 130 1245 513 459 105 111 298 218 732 165 650 106
is_linear=0
shrinkage=0.0032998


Tree=9446
num_leaves=14
num_cat=0
split_feature=15 15 1212 3 1213 3 34 12 3 475 480 160 12
split_gain=0.138375 0.0697565 0.0568626 0.128378 0.107865 0.061146 0.060407 0.0764443 0.104427 0.0647239 0.0428592 0.0775428 0.03496
threshold=-0.2987999999999999 -0.46503999999999995 0.037395000000000005 -0.085754999999999984 -0.080769999999999995 -0.080424999999999983 -1.0000000180025095e-35 -0.094939999999999983 0.17646500000000004 -0.086799999999999974 0.087715000000000015 -0.52481499999999992 0.091735000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 -2 -8 9 -9 11 -11 -12
right_child=2 -3 3 5 -6 -7 7 8 -10 10 12 -13 -14
leaf_value=0.0015564515358925768 0.0087360116592798548 -0.0052360503463008282 0.0052901064098753508 -0.0016458266745944851 0.014844688265009114 0.0056198331629710024 0.0091813200570146098 0.0076060730235439173 -0.0038727245206712337 -0.0035826698130948303 0.0092570745250149123 0.0029545850465979538 0.0030747085754527586
leaf_weight=103 57 73 76 62 61 69 58 90 61 53 54 1473 52
leaf_count=103 57 73 76 62 61 69 58 90 61 53 54 1473 52
internal_value=0 -0.00125069 0.00364869 0.00595186 0.00955745 0.00216741 0.00332253 0.00315394 0.00295687 0.00319984 0.00295575 0.00272636 0.00624117
internal_weight=0 176 2166 268 137 131 1898 1841 1783 1722 1632 1526 106
internal_count=2342 176 2166 268 137 131 1898 1841 1783 1722 1632 1526 106
is_linear=0
shrinkage=0.16829


Tree=9447
num_leaves=21
num_cat=0
split_feature=1 34 49 16 160 1 16 12 158 43 133 16 403 43 49 51 159 51 16 12
split_gain=0.162328 0.0765525 0.0717587 0.0663705 0.068444 0.099704 0.0644142 0.0752995 0.0642982 0.0530534 0.0501075 0.101003 0.0484164 0.046967 0.0737092 0.0523509 0.0303304 0.0130225 0.00982895 0.00827551
threshold=0.12072500000000001 -1.0000000180025095e-35 -0.008964999999999999 0.0014300000000000001 0.08733500000000001 0.085425000000000015 -0.092879999999999976 0.081095000000000014 0.083065000000000014 -0.077824999999999991 0.086345000000000019 -0.085314999999999988 -0.54045999999999983 -0.072469999999999993 1.0000000180025095e-35 -0.088934999999999986 0.091305000000000011 0.081440000000000026 -0.34140499999999996 0.088965000000000002
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 -1 3 4 5 -3 7 -4 12 -7 11 -2 -8 14 -14 -15 -10 18 -9 -20
right_child=10 2 6 -5 -6 9 8 17 16 -11 -12 -13 13 15 -16 -17 -18 -19 19 -21
leaf_value=0.0094690916565801 -0.0069718158366876993 0.0021169756401391167 0.00973295133861324 0.0055306114064108455 0.0046421219548114095 -0.0011437070125461435 0.0076073476951090888 0.0028674127744150501 0.0093120991779562529 -0.0084125766433735556 0.0031015573521787306 0.00091706054943224496 0.0053730053757725348 0.0049830937622894669 0.00097483243509426934 0.00096581520565626119 0.0038836484362346729 0.001798462439269511 0.0071617625508049957 0.0042633625812429207
leaf_weight=54 86 101 91 68 61 53 53 58 62 63 53 98 289 108 174 631 58 59 56 66
leaf_count=54 86 101 91 68 61 53 53 58 62 63 53 98 289 108 174 631 58 59 56 66
internal_value=0 0.00319882 0.00303286 0.000816349 -0.000330317 -0.00173638 0.0034816 0.00559923 0.00297207 -0.00510694 -0.00144189 -0.00276037 0.00261386 0.00239219 0.00372401 0.00155535 0.00670332 0.00401778 0.00473524 0.0056085
internal_weight=0 2105 2051 346 278 217 1705 330 1375 116 237 184 1255 1202 463 739 120 239 180 122
internal_count=2342 2105 2051 346 278 217 1705 330 1375 116 237 184 1255 1202 463 739 120 239 180 122
is_linear=0
shrinkage=0.16829


Tree=9448
num_leaves=18
num_cat=0
split_feature=30 4 2 133 158 13 15 43 13 3 3 2 2 4 2 3 51
split_gain=0.101338 0.0874257 0.0678706 0.107516 0.0757173 0.0676744 0.0750016 0.054872 0.0724118 0.0575381 0.143965 0.111887 0.0546812 0.0577876 0.0383897 0.0315708 0.0134412
threshold=0.086065000000000016 -0.49432999999999994 0.11500500000000001 0.078935000000000019 0.07968500000000002 -0.10899499999999999 -0.045404999999999994 -0.11741999999999998 0.15927500000000003 -0.0035149999999999995 -0.029309999999999996 0.090425000000000019 0.084095000000000017 -0.0068249999999999986 0.10527500000000002 -0.044019999999999997 -0.055564999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 4 5 7 -4 15 8 -3 10 14 -11 -6 -14 -9 -7 -1
right_child=-2 2 3 -5 12 6 -8 9 -10 11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0050951459306356542 -0.0048564297072045863 0.0084857374250586169 -0.0058364248063615251 0.0051262915839467762 0.0089819703213571012 -0.00068253296107268196 -0.0049867738283055916 0.0021877391947275281 0.0013178893383052836 0.00012514951262665978 -0.0057942759758590461 0.008640898444221428 0.0074993222460458591 0.00012187765539089603 -0.0017807529877986396 0.0046157796694815028 0.0089767428289545675
leaf_weight=52 55 87 77 89 84 55 57 1136 75 81 72 96 54 69 73 74 56
leaf_count=52 55 87 77 89 84 55 57 1136 75 81 72 96 54 69 73 74 56
internal_value=0 0.00244327 0.00221042 6.541e-05 0.00262271 -0.00164038 8.70382e-05 0.00223361 0.00517838 0.00190518 0.00151014 0.00475401 0.00565919 0.00337536 0.00194663 0.00234288 0.00712446
internal_weight=0 2287 2179 352 1827 263 186 1620 162 1458 1281 177 207 123 1209 129 108
internal_count=2342 2287 2179 352 1827 263 186 1620 162 1458 1281 177 207 123 1209 129 108
is_linear=0
shrinkage=0.16829


Tree=9449
num_leaves=24
num_cat=0
split_feature=1 52 47 124 1 16 16 402 0 13 1 0 403 16 50 16 133 0 13 39 16 16 403
split_gain=5.20881 0.741558 0.535189 0.412725 0.359103 0.228221 0.205177 0.14072 0.113676 0.132656 0.119698 0.132831 0.0888407 0.0811322 0.0720607 0.0709437 0.139725 0.0680236 0.0518454 0.0471449 0.0289433 0.0153803 0.00621993
threshold=0.10538500000000002 -0.40011499999999994 0.07813500000000001 -0.082254999999999981 0.13075500000000004 -0.0074349999999999998 -0.072359999999999994 0.085345000000000018 -0.083554999999999977 0.102565 0.08844500000000001 -0.14097999999999997 -0.088899999999999993 -0.086874999999999994 0.10672000000000002 -0.080119999999999983 -0.012639999999999998 -0.10653 -0.086424999999999988 0.089200000000000015 -0.42372999999999994 -0.062804999999999986 0.10284500000000001
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 4 -1 5 20 -4 8 10 13 11 -5 -9 -10 18 -15 -17 -12 -13 -6 -3 22 -14
right_child=1 2 6 7 19 -7 -8 12 9 -11 17 14 21 15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00048843115597902538 0.00072420048390938894 0.00045206060470675755 0.00037316576718920535 0.0008962890951763453 0.00016518063159844183 0.00016847038086799417 0.00065466240303542467 0.00094141196673707913 0.00058984976085107164 0.00057160303483643957 0.0005855546862190478 0.00072483138959458392 0.00084586145761253733 0.00081132374620479942 0.0006451620269296148 0.00057263046525353391 0.00073310935613057752 0.00074929983450196399 0.00079869264979213139 3.8588423407098001e-05 0.00035270171253992899 0.00073649367026654849 0.0007775138000089307
leaf_weight=73 53 75 61 93 74 65 54 54 53 78 63 177 52 100 58 70 476 55 316 58 65 64 55
leaf_count=73 53 75 61 93 74 65 54 54 53 78 63 177 52 100 58 70 476 55 316 58 65 64 55
internal_value=0 0.000354428 0.000310992 0.000732981 0.00024446 0.000330981 0.000505653 0.000743081 0.000731601 0.000702914 0.000760806 0.000778823 0.000821447 0.000717517 0.000758933 0.000727937 0.0007126 0.000662175 0.000772246 0.000109824 0.000406181 0.000783357 0.000811059
internal_weight=0 505 452 1837 337 205 115 1764 1539 777 762 644 225 699 551 646 546 118 493 132 140 171 107
internal_count=2342 505 452 1837 337 205 115 1764 1539 777 762 644 225 699 551 646 546 118 493 132 140 171 107
is_linear=0
shrinkage=0.0032998


Tree=9450
num_leaves=26
num_cat=0
split_feature=1 52 12 1 12 12 52 52 52 12 12 1 401 484 12 13 49 50 50 1210 12 1447 12 13 133
split_gain=5.66571 1.0529 0.476724 0.469731 0.357887 0.283498 0.258464 0.177583 0.172393 0.108343 0.0917059 0.0709209 0.0656611 0.0513441 0.0539772 0.0963666 0.0371284 0.0418713 0.0687025 0.0461973 0.0342272 0.0292271 0.0212567 0.0168751 0.012018
threshold=0.10538500000000002 -0.40011499999999994 0.054520000000000006 0.13662500000000002 0.088105000000000003 0.090255000000000016 0.047850000000000011 -0.063789999999999986 -0.085924999999999987 -0.082514999999999991 0.11769500000000001 0.093575000000000019 0.078085000000000016 0.087020000000000014 0.083995000000000014 -0.087359999999999979 0.079765000000000016 0.11028 0.089465000000000017 -0.026879999999999998 -0.070844999999999977 -0.082824999999999982 0.089300000000000004 -0.013944999999999997 -0.091614999999999988
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=2 -2 6 4 7 12 8 -3 -1 -9 16 -10 13 14 15 -4 17 18 19 -7 -5 -16 -23 -18 -14
right_child=1 3 5 20 -6 10 -8 9 11 -11 -12 -13 24 -15 21 -17 23 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.00069585149373727127 0.00080858909620820391 0.0001795896243808807 0.00065172958053816721 0.00021321802245215465 0.00056152217729834068 0.00067366638113043511 0.00083183962633408921 0.00050204391574173773 0.00058621907181562129 0.00031063220089159592 0.00061816547241050487 0.00042063404498146985 0.00087548494131468098 0.0009038576357259827 0.00090536577977749332 0.00085138929945810223 0.00074000061979369509 0.00068209666714105733 0.00088611940987497813 0.00078138922214433879 0.00010396089405018236 0.00081011952491054308 0.00088094032938624374 0.00065482748244372318 0.00095989786355750613
leaf_weight=98 54 71 59 58 93 56 65 53 61 87 58 57 58 89 58 52 82 56 65 336 72 414 67 53 52
leaf_count=98 54 71 59 58 93 56 65 53 61 87 58 57 58 89 58 52 82 56 65 336 72 414 67 53 52
internal_value=0 0.000373633 0.000773815 0.000319433 0.000390498 0.000796517 0.000648058 0.000314951 0.00059259 0.000383347 0.000747193 0.000506532 0.000837492 0.000825802 0.00081506 0.000745581 0.000758687 0.000772267 0.000783239 0.00076609 0.000152977 0.000829303 0.000820058 0.000706823 0.00091571
internal_weight=0 488 1836 434 304 1555 281 211 216 140 706 118 849 739 650 111 648 513 457 392 130 539 481 135 110
internal_count=2324 488 1836 434 304 1555 281 211 216 140 706 118 849 739 650 111 648 513 457 392 130 539 481 135 110
is_linear=0
shrinkage=0.0032998


Tree=9451
num_leaves=20
num_cat=0
split_feature=2 0 16 3 160 16 0 2 42 42 42 15 16 42 50 2 4 4 3
split_gain=0.158004 0.0890063 0.0707007 0.0843848 0.0850669 0.12567 0.0667969 0.0862242 0.0629815 0.0887274 0.0798382 0.123324 0.076786 0.0563681 0.0631245 0.0774927 0.0952111 0.0295785 0.0274744
threshold=0.13459500000000005 -0.071104999999999988 -0.54150999999999994 0.08734500000000002 -0.00015999999999999996 -0.062804999999999986 -0.076539999999999983 0.10575500000000002 0.085790000000000019 0.086665000000000006 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0051099999999999991 -0.079234999999999986 0.089465000000000017 0.10656 -0.078524999999999998 -0.0027699999999999995 -0.085784999999999986
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 -1 6 -5 -6 7 8 10 -10 12 -12 -4 -8 15 16 -15 -17 -11
right_child=1 -3 3 4 5 -7 13 -9 9 18 11 -13 -14 14 -16 17 -18 -19 -20
leaf_value=0.0080937802657609186 -0.0068600963599333657 0.00077778624859997875 0.0033402345531422322 0.0047472109750642368 0.0012687497143861223 -0.0096021786750898376 0.0058849347301275614 -0.0019820528356183013 0.011759527050358411 0.0076061004304786052 0.0025506971828814008 -0.0065897123140780051 0.0094564161254080993 -0.0061003988742332352 0.0048471234233547896 0.0050213203538074791 0.0005359815269167272 -6.9120311136867842e-06 0.0040137815154196862
leaf_weight=70 74 103 463 53 71 52 71 73 56 74 174 55 67 93 90 88 178 52 367
leaf_count=70 74 103 463 53 71 52 71 73 56 74 174 55 67 93 90 88 178 52 367
internal_value=0 -0.0024053 0.00282087 0.0026423 -0.000875209 -0.00331248 0.0029689 0.00362426 0.00395153 0.00542864 0.00298194 0.000347557 0.0041168 0.0014431 0.000810031 -6.96327e-05 -0.00173482 0.00314086 0.00462065
internal_weight=0 177 2147 2077 176 123 1901 1329 1256 497 759 229 530 572 501 411 271 140 441
internal_count=2324 177 2147 2077 176 123 1901 1329 1256 497 759 229 530 572 501 411 271 140 441
is_linear=0
shrinkage=0.16829


Tree=9452
num_leaves=14
num_cat=0
split_feature=2 3 16 399 2 43 160 4 1213 3 16 4 12
split_gain=0.109305 0.0678239 0.0909803 0.064862 0.0737658 0.0716801 0.0977956 0.0505553 0.0442302 0.0350046 0.0932838 0.0363728 0.0336037
threshold=0.13459500000000005 -0.034684999999999994 -0.116045 0.09141500000000001 -0.14847999999999997 -0.20207499999999998 -0.54119499999999987 -0.065454999999999985 0.087530000000000011 0.08734500000000002 -0.0081349999999999981 0.30163500000000004 0.088125000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 7 -7 -6 9 11 -11 -8 -10
right_child=1 2 -4 -5 5 6 8 -9 12 10 -12 -13 -14
leaf_value=0.0086596500151396028 0.002525351147572128 0.00037142567489899865 -0.0090271122757954181 -0.0029598477181280282 -0.0056513538341598146 0.0092789748047417651 0.0025896066611580722 0.0016186392813919202 0.0087484297041340968 0.0028140993670551294 -0.0052265718547636212 -0.0011227515003025342 0.0029491218352224141
leaf_weight=54 61 57 59 63 52 60 1490 56 52 113 64 78 65
leaf_count=54 61 57 59 63 52 60 1490 56 52 113 64 78 65
internal_value=0 -0.00199881 -0.00439338 0.00234714 0.00250843 0.00234392 0.00258136 -0.00186509 0.00236458 0.00215051 -8.31119e-05 0.00240379 0.00554195
internal_weight=0 177 116 2147 2084 2030 1922 108 1862 1745 177 1568 117
internal_count=2324 177 116 2147 2084 2030 1922 108 1862 1745 177 1568 117
is_linear=0
shrinkage=0.16829


Tree=9453
num_leaves=12
num_cat=0
split_feature=10 39 123 0 0 1375 481 160 1204 1204 0
split_gain=0.085387 0.064526 0.0793696 0.0513008 0.118911 0.0499021 0.0512835 0.0527863 0.0398514 0.06759 0.0226801
threshold=-0.014199999999999999 0.099745000000000014 0.090420000000000014 -0.15270499999999995 -0.23141499999999995 -0.084629999999999997 -0.082304999999999989 -0.014774999999999998 -0.082884999999999986 -0.065099999999999977 -0.18560999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -7 -8 -10 -6
right_child=1 -3 -4 5 10 6 8 -9 9 -11 -12
leaf_value=-0.0034887871110343789 0.0051282089853779689 -0.0026057639690652309 0.008440579123934689 0.0072031701555915146 -0.0065008152423602292 0.0094330509757215228 0.0055285229213105523 0.0020591533509318645 -0.0043604435080682796 0.0017938565436557234 -0.0016989748315546732
leaf_weight=87 61 87 54 54 56 52 77 60 52 1626 58
leaf_count=87 61 87 54 54 56 52 77 60 52 1626 58
internal_value=0 0.00187828 0.00206057 0.00189534 -0.000855803 0.0021469 0.00199969 0.00549879 0.00177536 0.00160207 -0.00407353
internal_weight=0 2237 2150 2096 175 1921 1867 112 1755 1678 114
internal_count=2324 2237 2150 2096 175 1921 1867 112 1755 1678 114
is_linear=0
shrinkage=0.16829


Tree=9454
num_leaves=21
num_cat=0
split_feature=2 4 16 15 3 3 4 52 3 402 2 1 403 15 133 133 40 2 1213 3
split_gain=0.0648208 0.0535169 0.0512209 0.0555256 0.13831 0.103939 0.0889174 0.105877 0.0994884 0.0569144 0.0531278 0.0629986 0.047792 0.0443581 0.0407784 0.0504061 0.0379893 0.0377015 0.0341291 0.0192129
threshold=0.13459500000000005 0.50569000000000008 -0.54150999999999994 0.0056700000000000006 -0.057369999999999997 -0.14619999999999997 -0.14236999999999997 -1.0000000180025095e-35 0.091170000000000015 0.049895000000000002 0.10364000000000001 0.092655000000000015 -0.06835999999999999 -0.044164999999999989 -1.0000000180025095e-35 0.11758500000000001 -0.080884999999999985 0.09772500000000002 0.060985000000000004 -0.079979999999999982
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 13 -1 6 5 -5 7 -4 10 14 16 19 -11 -2 18 -16 -8 -18 -7 -12
right_child=1 -3 3 4 -6 9 8 -9 -10 12 11 -13 -14 -15 15 -17 17 -19 -20 -21
leaf_value=0.006135975841707871 0.0033190027413696594 -0.0058360863841491082 0.00031226828848299843 0.009228535198597029 0.010341735193470546 0.0011291935349413136 0.0062936814635413006 -0.0088441603776744926 -0.0036782239048068228 0.0082137529357314588 0.0038993928076881826 -0.0052029532753981433 0.0019763908029085822 -0.0032373594934297003 -0.0028962367391121382 0.0013795566349962347 0.0017085910194371472 0.0060651292520425308 0.0055598959262811937 -0.00030176189387364768
leaf_weight=70 65 59 98 52 60 210 67 56 102 57 52 60 92 53 147 166 657 62 65 74
leaf_count=70 65 59 98 52 60 210 67 56 102 57 52 60 92 53 147 166 657 62 65 74
internal_value=0 -0.0016959 0.00165019 0.00149814 0.00254554 0.0019504 0.000772533 -0.00300568 0.00131596 0.00143444 0.00184189 -0.000708275 0.00437455 0.000358971 0.000686361 -0.000622824 0.00244765 0.00208676 0.00218298 0.00141779
internal_weight=0 177 2147 2077 849 789 1228 154 1074 737 972 186 149 118 588 313 786 719 275 126
internal_count=2324 177 2147 2077 849 789 1228 154 1074 737 972 186 149 118 588 313 786 719 275 126
is_linear=0
shrinkage=0.16829


Tree=9455
num_leaves=17
num_cat=0
split_feature=45 52 11 52 2 457 52 483 2 2 52 42 51 52 133 2
split_gain=0.132535 0.0619385 0.133156 0.0852369 0.0675096 0.0445969 0.0616112 0.0459823 0.0439014 0.114192 0.0636821 0.0460843 0.03455 0.0269965 0.016941 0.0105511
threshold=1.0000000180025095e-35 -0.53937999999999986 0.086080000000000018 -0.050359999999999995 -0.079939999999999983 -0.083804999999999977 -0.010739999999999998 -1.0000000180025095e-35 0.084275000000000003 0.089625000000000024 -0.093914999999999985 -0.018574999999999998 -0.013219999999999997 -0.21347499999999997 0.083700000000000011 0.10486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 8 -5 -6 12 -8 10 14 -3 -11 -7 -13 -10 -1
right_child=-2 2 -4 4 5 6 7 -9 9 11 -12 13 -14 -15 -16 -17
leaf_value=0.0034439725222579422 0.009873800332965461 -0.00010220654010484966 -0.0060950679135313357 0.0075870954469454922 -0.0021560598089569892 0.0030160486217958114 0.0059745709236413893 0.0013721769034614189 0.0070647537333179524 -0.005001855806327421 -0.0074688155808607087 -0.002750549952776158 0.0088251486625410495 0.0011850941661263349 0.002785840375580665 0.0066851011960007657
leaf_weight=64 52 83 71 58 79 67 65 1236 57 73 56 74 53 148 52 57
leaf_count=64 52 83 71 58 79 67 65 1236 57 73 56 74 53 148 52 57
internal_value=0 0.00127585 0.00106836 0.00131129 0.00194434 0.00172495 0.00194198 0.0016035 -0.000501776 0.000381862 -0.00308297 -0.00133316 0.00559671 -0.000118695 0.00503992 0.00498563
internal_weight=0 2293 2172 2101 1558 1500 1421 1301 543 404 139 295 120 222 109 121
internal_count=2345 2293 2172 2101 1558 1500 1421 1301 543 404 139 295 120 222 109 121
is_linear=0
shrinkage=0.16829


Tree=9456
num_leaves=14
num_cat=0
split_feature=45 160 160 16 159 1425 11 43 0 12 43 16 16
split_gain=0.0916435 0.0587537 0.103877 0.0607524 0.0549354 0.0479702 0.0710253 0.0533161 0.0742504 0.0532977 0.0447939 0.0804806 0.0396544
threshold=1.0000000180025095e-35 -0.14025999999999997 -0.091244999999999979 -0.095494999999999983 -0.023134999999999996 0.082985000000000017 0.086080000000000018 -0.09583499999999999 -0.078664999999999985 0.089765000000000025 -0.074719999999999995 0.51148500000000008 0.26538000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 8 9 -4 12 -12 -9
right_child=-2 2 5 4 -6 -7 -8 10 -10 -11 11 -13 -14
leaf_value=0.0019617679598622462 0.0082121405570147448 0.0078917354391032229 0.0041469201156427386 -0.00072693239899331789 -0.0069903584998266951 0.0060535940267935065 -0.0038351351308786776 4.7559540298019049e-05 0.007092147712431344 -0.0021143344298724734 0.0010996685544865255 0.0078243434026249933 -0.004605195987527096
leaf_weight=101 52 67 81 99 67 55 82 378 99 73 1078 53 60
leaf_count=101 52 67 81 99 67 55 82 378 99 73 1078 53 60
internal_value=0 0.00106154 0.00137121 -0.00128158 -0.00326576 0.00114729 0.00100462 0.00122342 0.00349279 0.00116726 0.000856339 0.00141638 -0.000585702
internal_weight=0 2293 2026 267 166 1959 1904 1822 253 154 1569 1131 438
internal_count=2345 2293 2026 267 166 1959 1904 1822 253 154 1569 1131 438
is_linear=0
shrinkage=0.16829


Tree=9457
num_leaves=21
num_cat=0
split_feature=1 52 39 1 150 1 12 12 147 41 12 13 483 1213 15 51 403 403 43 43
split_gain=6.85985 1.12993 0.909058 0.664868 0.413912 0.315156 0.192522 0.19065 0.176864 0.142277 0.117493 0.189636 0.115435 0.100679 0.113674 0.0417918 0.0473853 0.0422103 0.0248845 0.029564
threshold=0.10684 -0.40011499999999994 0.081875000000000017 0.12394500000000001 0.08486500000000001 0.092655000000000015 0.095165000000000013 0.089605000000000018 0.087210000000000024 0.075585000000000013 -0.088294999999999985 -0.052454999999999995 -1.0000000180025095e-35 -0.12977499999999997 -0.14701499999999998 -0.041524999999999992 -0.072624999999999981 0.03138500000000001 0.13543000000000002 -0.064074999999999979
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 -2 6 4 7 -4 8 -3 9 12 -5 -12 -1 -14 -15 -8 -17 18 19 -18
right_child=1 3 5 10 -6 -7 15 -9 -10 -11 11 -13 13 14 -16 16 17 -19 -20 -21
leaf_value=0.0010436613341810439 0.00091470130781146357 0.00052975988222734953 0.00078555115621862029 0.00039115191594838583 0.00029565807244252878 0.00043633926131907103 0.0009237536216519552 0.00077093691640041167 0.00074458605914677254 0.0011036778002400129 8.8835159762992765e-05 0.00032289461255585023 0.00104685529439854 0.001061696786736488 0.00090628816117162877 0.00090445750428459304 0.00080752662208563402 0.00088997517359160657 0.00084757929996201909 0.00070206503398246266
leaf_weight=99 52 101 56 62 61 58 76 57 54 58 68 86 71 57 997 83 69 59 55 66
leaf_count=99 52 101 56 62 61 58 76 57 54 58 68 86 71 57 997 83 69 59 55 66
internal_value=0 0.000454458 0.000894601 0.00039936 0.000527647 0.000608191 0.000913303 0.00061699 0.000932734 0.000940631 0.000269128 0.000219772 0.000932877 0.000923096 0.000914726 0.000849589 0.000832506 0.00080838 0.000782858 0.000756229
internal_weight=0 487 1858 435 219 114 1744 158 1336 1282 216 154 1224 1125 1054 408 332 249 190 135
internal_count=2345 487 1858 435 219 114 1744 158 1336 1282 216 154 1224 1125 1054 408 332 249 190 135
is_linear=0
shrinkage=0.0032998


Tree=9458
num_leaves=15
num_cat=0
split_feature=15 160 160 15 160 12 39 0 13 1429 13 0 15 133
split_gain=0.0530938 0.129521 0.0840812 0.0830222 0.0854791 0.0724939 0.0586001 0.0726569 0.0810628 0.0560527 0.0426585 0.0388587 0.0139492 0.0228399
threshold=-0.26826999999999995 -0.067104999999999984 -0.14025999999999997 -0.14820999999999998 -0.092739999999999975 0.085135000000000002 0.093575000000000005 -0.023359999999999995 -0.16392499999999996 0.084690000000000015 0.046185000000000004 -0.075624999999999984 0.101705 0.047025000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2 7 8 -6 -10 -9 -3 13 -7
right_child=2 11 3 4 6 12 -8 10 9 -11 -12 -13 -14 -15
leaf_value=0.0038971748730806961 -0.0058872933068052228 -0.0016806741782471454 0.0070733073117658475 0.0084350095739527051 -0.0041349056540350721 -0.00038080996271844481 -0.002957617187904616 0.007755811786475204 0.0021561827211094477 -0.0021705485654210546 0.0024696557950343433 -0.0081767563609265459 -0.0015470722956568599 0.0043363856757263992
leaf_weight=84 65 53 97 57 66 63 70 92 1366 90 84 53 52 53
leaf_count=84 65 53 97 57 66 63 70 92 1366 90 84 53 52 53
internal_value=0 -0.00102674 0.00190203 0.00226834 0.00201197 -0.00111194 0.00180387 0.00200122 0.00162516 0.0018875 0.00524308 -0.00494566 0.000724979 0.00175897
internal_weight=0 190 2155 1922 1825 233 1768 1698 1522 1456 176 106 168 116
internal_count=2345 190 2155 1922 1825 233 1768 1698 1522 1456 176 106 168 116
is_linear=0
shrinkage=0.16829


Tree=9459
num_leaves=12
num_cat=0
split_feature=45 4 0 12 39 147 42 52 1454 1454 52
split_gain=0.0662859 0.0574797 0.0688695 0.099605 0.0617596 0.0507454 0.0505898 0.050988 0.0392664 0.0606866 0.0240818
threshold=1.0000000180025095e-35 -0.11205499999999999 0.024745000000000003 -0.11875499999999999 0.096325000000000008 0.087210000000000024 0.077855000000000021 -0.42890999999999996 0.093640000000000015 1.0000000180025095e-35 -0.046924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 8 7 -1 9 -5 -9
right_child=-2 2 -4 4 -6 -7 -8 10 -10 -11 -12
leaf_value=0.005969002737179571 0.0073322852101290852 0.0080040314669419851 -0.004799403698215964 0.0012722649092345114 -0.003909542454620378 -0.0026133729953417063 0.0080730149275078759 -0.0024547892719517599 -0.0032305016808905013 0.0070132204753981572 0.0025474844187791425
leaf_weight=67 52 58 57 1668 72 98 58 54 52 54 55
leaf_count=67 52 58 57 1668 72 98 58 54 52 54 55
internal_value=0 0.00124799 0.00096277 0.00112772 0.000921643 0.00110842 0.00375003 0.00231521 0.00131503 0.00145334 5.28113e-05
internal_weight=0 2293 2059 2002 1944 1872 234 176 1774 1722 109
internal_count=2345 2293 2059 2002 1944 1872 234 176 1774 1722 109
is_linear=0
shrinkage=0.16829


Tree=9460
num_leaves=14
num_cat=0
split_feature=11 1454 1454 13 9 1443 1212 1213 2 16 4 132 12
split_gain=0.129061 0.081048 0.0851832 0.0629123 0.162901 0.0575612 0.0625613 0.0739515 0.0789729 0.0733466 0.0764426 0.0555401 0.0413623
threshold=0.096215000000000009 0.080340000000000009 0.10094500000000002 -0.19676999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.083355000000000026 -0.074014999999999984 0.084775000000000003 -0.088049999999999976 -0.08466499999999999 0.089075000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 -5 6 7 8 -6 -8 -11 -9 -1
right_child=-2 2 -4 4 5 -7 9 11 -10 10 -12 -13 -14
leaf_value=0.0081775076195232041 -0.0076558792378363175 -0.007703594341906584 0.001441870077192607 -0.008114672135710977 0.010212588446348831 -0.0044051054747576892 -0.0066978127675604258 0.0014878494246388454 0.0019749285431261768 -0.0042868138288821031 0.0027533938812915756 -0.0022203674002464389 0.0018942376720110302
leaf_weight=54 53 64 52 57 55 54 56 1426 84 68 122 124 68
leaf_count=54 53 64 52 57 55 54 56 1426 84 68 122 124 68
internal_value=0 0.000742205 -0.00358842 0.000974746 0.000752327 0.00100734 0.00115931 0.001525 0.00524736 -0.00134417 0.000224285 0.00119003 0.00469008
internal_weight=0 2284 116 2168 2046 1989 1935 1689 139 246 190 1550 122
internal_count=2337 2284 116 2168 2046 1989 1935 1689 139 246 190 1550 122
is_linear=0
shrinkage=0.16829


Tree=9461
num_leaves=24
num_cat=0
split_feature=1 1 16 2 13 0 4 0 50 52 52 0 403 483 16 16 4 16 0 13 4 13 4
split_gain=3.41539 0.825245 0.530724 0.309037 0.190616 0.168026 0.160579 0.128251 0.102459 0.099318 0.147392 0.0899502 0.0759224 0.0681797 0.0675113 0.0616999 0.0489041 0.0504571 0.0543905 0.0329264 0.0314692 0.0110886 0.00816534
threshold=0.10574000000000001 0.13554500000000003 0.12292000000000002 0.092120000000000021 -0.052454999999999995 -0.067094999999999988 -0.0072499999999999995 0.12474500000000001 0.10956 0.024560000000000002 -0.060549999999999993 -0.054419999999999989 -0.036909999999999991 -0.040619999999999996 -0.4582 -0.034109999999999994 -0.090609999999999982 -0.098324999999999982 -0.085669999999999982 0.087005000000000013 -0.068484999999999976 -0.067389999999999992 0.07252500000000002
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 11 5 -3 8 7 12 13 10 -8 14 -5 -1 -2 -16 -15 -18 -19 20 -14 -22 -11
right_child=1 4 -4 6 -6 -7 9 -9 -10 22 -12 -13 19 16 15 -17 17 18 -20 -21 21 -23 -24
leaf_value=0.00094692084387151549 0.00043149845163370282 0.00016387392921547443 0.00080542576503552323 0.00069106136922568201 0.00041548238965875416 0.00068114344660804389 0.00072711308491115183 0.00062713158032071527 0.00071865363174351978 0.00071435096921806224 0.00051760303838757063 0.00036982187162599143 0.000899358202084729 0.0009387034902598846 0.0006304118571009346 0.00048686520914780764 0.00075428549998536457 0.00087150666992421905 0.00081563988406898409 0.00075067386222230721 0.00084879914465960809 0.00076872199609143653 0.00078457257591282425
leaf_weight=71 60 83 79 55 55 85 70 53 80 64 81 52 93 54 78 62 93 363 491 52 57 54 52
leaf_count=71 60 83 79 55 55 85 70 53 80 64 81 52 93 54 78 62 93 363 491 52 57 54 52
internal_value=0 0.000479257 0.000568725 0.00079444 0.000264408 0.000824985 0.000734503 0.000780193 0.000835568 0.000672081 0.00061496 0.000494381 0.000806165 0.00084426 0.000526591 0.000567093 0.000836943 0.000831104 0.000839428 0.000830756 0.000850997 0.00081016 0.000746133
internal_weight=0 469 331 1868 138 1237 631 364 1152 267 151 252 311 1072 200 140 1001 947 854 256 204 111 116
internal_count=2337 469 331 1868 138 1237 631 364 1152 267 151 252 311 1072 200 140 1001 947 854 256 204 111 116
is_linear=0
shrinkage=0.0032998


Tree=9462
num_leaves=12
num_cat=0
split_feature=0 12 12 47 160 4 4 1454 0 15 123
split_gain=0.067046 0.131554 0.0975162 0.0704355 0.0598216 0.0423374 0.0503515 0.0508715 0.0374797 0.0354841 0.0470319
threshold=0.0037850000000000002 -1.0000000180025095e-35 -0.10236499999999998 0.12577000000000002 -0.007559999999999999 -0.14994999999999997 -0.095209999999999975 0.080340000000000009 0.12113000000000002 -0.45015499999999992 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -3 -4 -7 9 -6 -8 -11
right_child=1 4 3 -5 8 6 7 -9 -10 10 -12
leaf_value=0.007999869188481357 -0.0087426045567010925 -0.0041629943368557505 -0.0031374092774275599 -0.0047136717067697825 0.0058397205816270257 0.00659186165481366 -0.002418285896207864 -0.0024859734139375928 7.9229237161389577e-05 0.0014892288398847416 0.0060482428801044048
leaf_weight=61 56 54 58 56 55 53 62 94 78 1643 67
leaf_count=61 56 54 58 56 55 53 62 94 78 1643 67
internal_value=0 -0.00158529 0.00136488 0.00116491 0.000548464 0.00133233 0.00146836 0.00132188 0.0024749 0.00152489 0.00166891
internal_weight=0 243 2094 2033 187 1977 1919 1866 133 1772 1710
internal_count=2337 243 2094 2033 187 1977 1919 1866 133 1772 1710
is_linear=0
shrinkage=0.16829


Tree=9463
num_leaves=23
num_cat=0
split_feature=4 3 4 3 48 2 3 3 16 11 123 51 159 159 2 47 49 2 42 3 3 43
split_gain=9.43596 2.58062 1.00038 0.407706 0.401555 0.3954 0.433425 0.440238 0.231887 0.225066 0.22006 0.207071 0.150183 0.120122 0.117642 0.113436 0.105505 0.0593634 0.0554979 0.0872914 0.0823393 0.0335046
threshold=0.30163500000000004 -0.050489999999999993 -0.42305999999999994 -0.010299999999999998 0.089670000000000014 0.09678500000000001 -0.23746499999999995 -0.095469999999999985 -0.41863499999999992 1.0000000180025095e-35 1.0000000180025095e-35 0.089455000000000021 0.084780000000000008 0.10524500000000002 0.10644500000000001 0.10280000000000002 0.097940000000000013 0.083935000000000023 0.083120000000000013 -0.078209999999999988 -0.083914999999999976 -0.063549999999999982
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 5 -3 -2 10 9 -7 -8 -5 12 14 -6 15 -14 17 18 21 -4 20 -20 -1 -9
right_child=3 2 4 8 11 6 7 16 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.00087528899324465644 0.00024756367513161057 0.00091908741627930082 0.00059336044111091876 7.6754334536295913e-05 0.00049995162115657442 0.00099481642380821697 0.00040868783274463684 0.00085399103685317667 -0.00020124065858920245 0.0010578862372790595 0.00040986408538011576 0.00022830650795306969 0.00064324757115020244 0.00084119364133027649 0.0004990215695972101 0.0007439142209325428 0.0006447976051419691 0.00074095376944173378 0.00092237733342064043 0.00082513794512534331 0.00076073574065149436 0.00074656590692192182
leaf_weight=313 99 72 53 85 53 60 52 73 53 66 70 74 62 79 56 75 75 80 481 138 95 73
leaf_count=313 99 72 53 85 53 60 52 73 53 66 70 74 62 79 56 75 75 80 481 138 95 73
internal_value=0 0.000780693 0.000561436 8.59374e-05 0.000494633 0.000841828 0.000739586 0.000683362 -2.97566e-05 0.000867811 0.000569366 0.000341948 0.00085769 0.000754403 0.000628254 0.000870873 0.000747832 0.000682403 0.000880111 0.000900756 0.000848702 0.00080052
internal_weight=0 2100 458 237 386 1642 333 273 138 1309 259 127 1243 141 189 1102 221 133 1027 619 408 146
internal_count=2337 2100 458 237 386 1642 333 273 138 1309 259 127 1243 141 189 1102 221 133 1027 619 408 146
is_linear=0
shrinkage=0.0032998


Tree=9464
num_leaves=14
num_cat=0
split_feature=41 13 483 13 13 1 13 13 3 1429 1 1213 15
split_gain=0.103289 0.0553359 0.0514093 0.0981425 0.0720245 0.0434556 0.184646 0.0726156 0.0862469 0.0816003 0.0835987 0.0692388 0.018932
threshold=0.083975000000000008 0.25694000000000006 0.08956500000000002 -0.083354999999999985 -0.46134499999999995 0.12337000000000002 -0.052454999999999995 -0.042924999999999998 -0.052614999999999995 0.084690000000000015 0.11130500000000002 -0.112105 -0.072469999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 8 11 10 -9 -6 -5
right_child=-2 -3 3 12 5 6 -8 9 -10 -11 -12 -13 -14
leaf_value=0.00824127562062958 -0.0047279150782144038 -0.0028610095989545486 -0.0058967514166381593 0.0045500061399779846 -0.0024794373283914604 -0.0081358018111516404 0.0042372975741248649 0.0018591823195120238 0.0084177277865150578 -0.0053638995383616462 -0.0050954536069764819 0.0031108581687112188 0
leaf_weight=52 74 74 69 52 68 59 81 805 81 53 52 764 53
leaf_count=52 74 74 69 52 68 59 81 805 81 53 52 764 53
internal_value=0 0.00165572 0.00180923 -0.000959105 0.00204917 0.00188422 -0.000964247 0.00210396 0.00316531 0.00103714 0.0014351 0.0026518 0.00226852
internal_weight=0 2263 2189 174 2015 1963 140 1823 913 910 857 832 105
internal_count=2337 2263 2189 174 2015 1963 140 1823 913 910 857 832 105
is_linear=0
shrinkage=0.16829


Tree=9465
num_leaves=14
num_cat=0
split_feature=13 13 16 1 1211 4 49 448 0 0 13 0 0
split_gain=0.111731 0.233831 0.0960027 0.0556172 0.0541674 0.0648722 0.0533078 0.0595448 0.0509408 0.0489818 0.0379314 0.0456502 0.0309155
threshold=-0.10664 -0.15010999999999997 -0.41163499999999992 0.13752500000000004 0.078255000000000005 -0.079164999999999985 0.10969000000000002 -0.071684999999999985 -0.10803999999999998 0.11026000000000001 0.23342000000000004 -0.079119999999999982 -0.080514999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -2 -4 10 11 -9 -8
right_child=3 -3 8 -5 5 -7 12 9 -10 -11 -12 -13 -14
leaf_value=-0.0042348353736757381 -0.0033410073305017727 -0.012066418975998456 0.0073841953174811972 -0.0034327709277720826 -0.0062729007344767265 0.0017723190048299002 -0.003904580049716418 0.0025574976345280201 4.0547978059042057e-05 0.0060457267017567668 0.0059466578543058788 0.00059913967230082812 0.00091222356527902236
leaf_weight=71 54 54 54 62 52 62 65 1052 54 95 70 500 89
leaf_count=71 54 54 54 62 52 62 65 1052 54 95 70 500 89
internal_value=0 -0.00235849 0.000560128 0.00152323 0.00167481 -0.00188167 0.00188636 0.00214785 0.00372901 0.00232152 0.00210229 0.00192774 -0.00110918
internal_weight=0 233 179 2101 2039 114 1925 1771 108 1717 1622 1552 154
internal_count=2334 233 179 2101 2039 114 1925 1771 108 1717 1622 1552 154
is_linear=0
shrinkage=0.16829


Tree=9466
num_leaves=11
num_cat=0
split_feature=11 3 1210 3 14 448 123 2 1186 402
split_gain=0.069584 0.0654971 0.0712519 0.131503 0.0594869 0.049635 0.0411047 0.0657995 0.0431951 0.0271354
threshold=0.093970000000000012 0.30112000000000005 -0.0097899999999999984 -0.088714999999999988 0.076175000000000007 -0.066849999999999979 0.090310000000000015 0.13752500000000004 0.0044650000000000011 -0.064959999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 8 -7 -5
right_child=-2 -3 4 9 -6 6 -8 -9 -10 -11
leaf_value=-0.0087752064011082462 -0.0049650267862493651 -0.003118685408612681 -0.0029094293993053976 0.0037486608909808668 0.0069905166940027888 0.0018219642940919105 0.0054271058337765346 -0.0032885122241327024 -0.0023518861922004097 -0.0011306653178020135
leaf_weight=55 55 100 72 58 56 1637 76 80 73 72
leaf_count=55 55 100 72 58 56 1637 76 80 73 72
internal_value=0 0.00108748 0.00128133 -0.00187363 0.00157495 0.00141753 0.00158545 0.00142134 0.00164273 0.00103245
internal_weight=0 2279 2179 185 1994 1938 1866 1790 1710 130
internal_count=2334 2279 2179 185 1994 1938 1866 1790 1710 130
is_linear=0
shrinkage=0.16829


Tree=9467
num_leaves=18
num_cat=0
split_feature=13 3 14 39 16 42 13 39 13 475 16 159 42 3 483 483 0
split_gain=0.0798094 0.094228 0.075854 0.0911781 0.0625152 0.0670971 0.0557885 0.0500401 0.06361 0.0488189 0.09659 0.0611352 0.0625427 0.0498413 0.0355447 0.0259079 0.043418
threshold=-0.089024999999999979 -0.082904999999999993 -0.10708499999999999 0.10076500000000001 -0.073029999999999984 0.083665000000000003 -0.092704999999999996 0.089535000000000017 -0.067634999999999987 -0.054724999999999989 0.26799500000000004 1.0000000180025095e-35 -1.0000000180025095e-35 -0.079594999999999985 0.099495000000000014 0.087440000000000004 -0.091809999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 5 -3 -7 8 14 10 -10 12 -11 -13 15 16 -4
right_child=2 4 3 -5 -6 6 -8 -9 9 11 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.0057486413692355298 0.0062525257951275334 -0.0045702865904127393 -0.0021478400073917962 -0.0053227249004541453 0.0044330462903556219 0.0038973721595727236 -0.0030660178942007619 0.0063885310559888163 -0.0072280237819338919 0.0014779858970002887 0.0023508402916633127 0.00079699617852449847 -0.0014282297006343325 0.0078119350126173732 -0.0014665844148803876 0.0063133922747033895 0.0029569734908602243
leaf_weight=103 82 98 52 62 73 84 53 52 66 477 54 58 374 58 60 55 473
leaf_count=103 82 98 52 62 73 84 53 52 66 477 54 58 374 58 60 55 473
internal_value=0 -0.00134186 0.00124012 0.00101589 0.000126 -0.00120429 0.00119039 0.0012378 0.00108168 0.000296092 -0.00290256 0.000694887 0.000198643 0.00431995 0.00241313 0.00281758 0.00244793
internal_weight=0 411 1923 1841 308 235 137 1779 1727 1087 120 967 851 116 640 580 525
internal_count=2334 411 1923 1841 308 235 137 1779 1727 1087 120 967 851 116 640 580 525
is_linear=0
shrinkage=0.16829


Tree=9468
num_leaves=22
num_cat=0
split_feature=4 3 3 43 3 4 4 0 11 3 12 49 15 15 0 43 457 12 1446 12 15
split_gain=9.03708 2.19511 0.812963 1.04458 0.44074 0.368692 0.341659 0.299551 0.242265 0.360392 0.268093 0.230028 0.314628 0.225078 0.215877 0.207664 0.1169 0.103657 0.0931818 0.0551287 0.0465319
threshold=0.30163500000000004 -0.059629999999999996 0.25468500000000005 -0.040789999999999993 0.13772500000000001 -0.14538499999999996 0.04105000000000001 -0.10075499999999998 1.0000000180025095e-35 -0.11756999999999999 0.093270000000000006 -0.053904999999999988 -0.032704999999999991 -0.42759999999999992 -0.078964999999999994 -0.038674999999999994 0.069910000000000014 0.095815000000000011 0.083715000000000026 0.083935000000000023 -0.0070899999999999991
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 6 3 14 7 -5 8 -2 9 -1 -10 -7 -13 -9 -3 17 18 -8 19 -11 -20
right_child=4 2 -4 5 -6 11 15 13 10 16 -12 12 -14 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.00060018734346019016 0.00038953525719426999 0.00057161290716056009 0.00021168550144517556 0.000956788284598044 -9.1521576052785137e-05 0.00087758853444628953 0.00087269288796096452 0.00024023900075943557 0.0011490615246757343 0.00075876801258836963 0.00083486759932197116 0.00073747388947932211 0.00041689102954127412 -4.2541671763304628e-05 0.00032096934702095732 0.00054158497062920224 0.00071328995821871952 0.00068364262394129862 0.00088840356575354477 0.00087051706315417721 0.0010192811569396997
leaf_weight=58 73 66 53 80 65 53 74 74 69 56 54 93 53 52 89 53 53 60 62 971 73
leaf_count=58 73 66 53 80 65 53 74 74 69 56 54 93 53 52 89 53 53 60 62 971 73
internal_value=0 0.000792456 0.000598478 0.000645632 0.000144006 0.000766456 0.000852109 0.000221114 0.000869972 0.000856279 0.00101141 0.000689764 0.000621339 0.000123256 0.000427922 0.000718568 0.000868475 0.000788306 0.000875523 0.000864458 0.000959435
internal_weight=0 2070 487 434 264 279 1583 199 1396 1273 123 199 146 126 155 187 1215 134 1162 1027 135
internal_count=2334 2070 487 434 264 279 1583 199 1396 1273 123 199 146 126 155 187 1215 134 1162 1027 135
is_linear=0
shrinkage=0.0032998


Tree=9469
num_leaves=25
num_cat=0
split_feature=3 43 3 16 2 3 3 15 0 43 2 2 12 2 2 0 15 47 2 2 16 16 13 42
split_gain=5.01485 1.35934 2.21047 0.752182 0.665952 0.390154 0.313077 0.307076 0.274124 0.247664 0.247322 0.466664 0.234736 0.165626 0.118901 0.179573 0.117987 0.10905 0.0862204 0.0645208 0.0617261 0.0560256 0.0475411 0.0107721
threshold=-0.052614999999999995 -0.051239999999999987 0.20828500000000003 -0.41163499999999992 0.11197500000000002 -0.13392999999999997 -0.15680499999999997 -1.0000000180025095e-35 -0.069974999999999996 -0.083464999999999998 -1.0000000180025095e-35 0.10672500000000001 -0.040564999999999997 0.089690000000000006 0.090000000000000011 -0.090374999999999983 0.091475000000000015 0.10254000000000001 0.088665000000000008 0.10613000000000002 0.081265000000000018 -0.038799999999999994 -0.011764999999999998 0.091545000000000015
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 10 4 5 7 -1 19 13 14 -10 -2 -12 -4 -3 16 -16 17 18 -8 -5 -11 -18 23 -17
right_child=1 2 12 6 -6 -7 8 -9 9 20 11 -13 -14 -15 15 22 21 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00039825657336993485 9.7925052118217262e-05 0.0008624445845955359 0.00032968269950483001 0.0010747378641654218 0.00048837670763396954 0.00075877081025755785 0.00087987766133547796 0.00096565437972807877 0.00053910760494715263 0.00072232871966921945 0.0005873633395808845 0.00019297904816087586 2.122094991358708e-05 0.00062359364651915395 0.00060866603216790419 0.0008923851884973811 0.00069775429060512219 0.00073828496073442872 0.0010066079219286923 0.00091339180481077461 0.00085021462783195121 0.00084240320038953681 0.00075409629813162182 0.00082704036125361971
leaf_weight=66 70 53 53 66 97 66 649 91 61 91 52 89 55 84 52 79 64 57 69 54 87 63 78 88
leaf_count=66 70 53 53 66 97 66 649 91 61 91 52 89 55 84 52 79 64 57 69 54 87 63 78 88
internal_value=0 0.000476449 0.000582344 0.00081881 0.00071829 0.000578781 0.000839124 0.000815949 0.000825472 0.000722413 0.000258973 0.000338676 0.000172922 0.000716253 0.000845985 0.000787387 0.000865241 0.000880838 0.000892106 0.00100243 0.000785033 0.000769787 0.000825175 0.000858163
internal_weight=0 644 433 1690 325 132 1558 228 1438 239 211 141 108 137 1199 297 902 775 718 120 178 127 245 167
internal_count=2334 644 433 1690 325 132 1558 228 1438 239 211 141 108 137 1199 297 902 775 718 120 178 127 245 167
is_linear=0
shrinkage=0.0032998


Tree=9470
num_leaves=14
num_cat=0
split_feature=1429 1429 16 12 159 151 403 0 0 52 0 4 13
split_gain=0.122932 0.118911 0.116426 0.0712234 0.101163 0.0701269 0.0703631 0.0889272 0.0799024 0.0751572 0.0593314 0.025655 0.0252434
threshold=0.086825000000000013 0.083960000000000021 0.052915000000000011 0.10632000000000001 -0.46140499999999995 0.032230000000000009 0.062230000000000014 0.12381500000000002 0.030935000000000004 1.0000000180025095e-35 -0.090569999999999984 -0.049024999999999992 -0.038394999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 8 -6 -8 -5 -12 -11
right_child=2 -3 -4 10 5 -7 9 -9 -10 12 11 -13 -14
leaf_value=0.008810674414449108 0.0023084748935284297 -0.0052764238333854333 0.012794354789788808 0.010024748230403408 0.0009815783390054655 0.0061223755303934221 0.00087808922653090447 -0.0054109242565868552 0.0068863186181276409 0.0099240944693831604 0.0059994556965864638 0.0016339852834736128 0.0048131971191156539
leaf_weight=57 62 63 59 52 1490 93 101 59 68 53 66 94 61
leaf_count=57 62 63 59 52 1490 93 101 59 68 53 66 94 61
internal_value=0 0.00192399 0.00743627 0.00213157 0.00181656 0.00160853 0.0013784 0.000996646 0.00124045 0.00424122 0.00506811 0.00344597 0.00720508
internal_weight=0 2257 121 2194 1982 1925 1832 1617 1558 215 212 160 114
internal_count=2378 2257 121 2194 1982 1925 1832 1617 1558 215 212 160 114
is_linear=0
shrinkage=0.16829


Tree=9471
num_leaves=18
num_cat=0
split_feature=1 3 12 1 4 4 0 14 4 4 0 4 51 403 12 3 16
split_gain=4.7061 0.875006 0.725065 0.596586 0.324522 0.247288 0.226296 0.185731 0.1839 0.223402 0.159471 0.111802 0.118658 0.109066 0.0933245 0.0872748 0.06991
threshold=0.11130500000000002 -0.055839999999999994 -0.011819999999999999 0.092655000000000015 0.04105000000000001 0.30163500000000004 -0.061654999999999995 0.062655000000000016 -0.49269499999999994 -0.13833499999999996 -0.11208499999999998 0.27287000000000006 -1.0000000180025095e-35 -0.10393999999999999 0.090255000000000016 0.045635000000000002 -0.15796999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 7 -2 15 8 -4 -10 -11 12 -6 -12 -14 -3 -17
right_child=1 6 4 -5 11 -7 -8 -9 9 10 13 -13 14 -15 -16 16 -18
leaf_value=0.00053834166320892399 0.00047908055365188801 -1.2260671504644661e-05 0.00069080982583846415 0.00013662283162368634 0.00034347333036226029 0.00018076871089942617 -0.00011776938354495729 0.0007425758040429521 0.00035163294397171817 0.00038315030536332286 0.00049067895210276082 0.0003000538026039495 0.00061676960701276089 0.00057430467001199205 0.00044468510027364339 0.00021592846153623032 5.6847101090451995e-05
leaf_weight=72 74 62 101 92 59 52 85 60 64 59 210 55 64 1067 80 63 59
leaf_count=72 74 62 101 92 59 52 85 60 64 59 210 55 64 1067 80 63 59
internal_value=0 0.000129301 0.000523851 0.000313202 0.000542823 0.000356247 2.28687e-05 0.000560819 0.00055353 0.000543601 0.000552771 0.000433805 0.000469869 0.00056058 0.000521412 8.80289e-05 0.000139284
internal_weight=0 395 1983 164 1819 126 269 1561 1501 1400 1336 258 203 1277 144 184 122
internal_count=2378 395 1983 164 1819 126 269 1561 1501 1400 1336 258 203 1277 144 184 122
is_linear=0
shrinkage=0.0032998


Tree=9472
num_leaves=19
num_cat=0
split_feature=11 0 4 12 1212 156 0 10 43 474 43 156 11 12 2 4 130 12
split_gain=0.085046 0.124432 0.109639 0.0783475 0.153864 0.0673061 0.138956 0.0752156 0.0906342 0.0579869 0.0660085 0.0461717 0.0436742 0.0329741 0.0534595 0.0525718 0.0239176 0.00706777
threshold=0.077695000000000014 -0.099059999999999995 -0.44205499999999992 0.085205000000000017 0.041590000000000009 0.096220000000000014 0.0037850000000000002 -0.0097449999999999985 -0.092184999999999989 0.086990000000000012 -0.08076499999999999 0.087380000000000013 0.092630000000000018 0.1087 0.096540000000000015 -0.012889999999999999 0.089005000000000015 0.12701500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 -9 11 -11 13 -3 14 16 -16 -5 -15
right_child=1 12 3 9 -6 -7 -8 8 -10 10 -12 -13 -14 17 15 -17 -18 -19
leaf_value=0.0081541703179816329 0.012610209986854073 0.0061089261314705946 0.0074021071945407288 0.0029031748613421037 -0.0077375117049474388 0.0068332300703575878 -0.0072052171512127167 0.0065145589595630733 2.4729838300828575e-05 0.010041776690846068 0.001928107660998769 -0.0018061523879882742 -0.00066783212332566146 0.006053343023545152 -0.0050309418643773654 0.0014790328132922568 -0.0001177297548165375 0.003452051492185023
leaf_weight=77 53 52 53 760 61 53 59 69 527 59 56 78 55 74 54 100 81 57
leaf_count=77 53 52 53 760 61 53 59 69 527 59 56 78 55 74 54 100 81 57
internal_value=0 0.00593297 0.00190899 0.00168355 0.000391375 0.00104533 0.000609517 0.00132272 0.000779084 0.00248747 0.0061064 0.00214032 0.00260876 0.00241529 0.00208172 -0.00079202 0.00261008 0.0049352
internal_weight=0 160 2218 2141 822 761 708 649 596 1319 115 1204 107 1126 995 154 841 131
internal_count=2378 160 2218 2141 822 761 708 649 596 1319 115 1204 107 1126 995 154 841 131
is_linear=0
shrinkage=0.16829


Tree=9473
num_leaves=17
num_cat=0
split_feature=41 13 403 1213 1375 39 43 43 14 50 0 3 13 42 0 0
split_gain=0.0965741 0.116844 0.0587757 0.139744 0.0483769 0.0558975 0.0652153 0.0344879 0.032815 0.0373789 0.0398991 0.055896 0.0486838 0.032265 0.0263198 0.0200405
threshold=0.075585000000000013 -0.10899499999999999 -0.085464999999999985 -0.036884999999999994 -0.090674999999999992 0.087735000000000021 -0.085594999999999991 -0.071899999999999978 -0.075879999999999989 0.13276000000000002 0.047740000000000012 -0.24154499999999998 -0.16392499999999996 -0.079234999999999986 -0.071719999999999992 -0.086224999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 8 -7 -8 -6 10 12 -12 -10 -5 15 -15
right_child=1 -3 4 13 5 6 7 -9 9 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0072922570174745504 0.0014381717322861569 0.011817973815600477 -0.0027608471723509021 0.0042539973107813007 -0.001075075663617743 0.0034886412186679889 -0.0065030291792747535 -0.00033529858419369872 -0.0019785304781205089 0.0069454532065046258 0.0011057275149554706 0.0082896266293409227 0.0023600092271179669 0.00099879310077355074 0.0028802531715958562 -0.0030279096322244161
leaf_weight=68 65 59 60 73 74 61 52 52 77 53 54 73 1350 64 67 76
leaf_count=68 65 59 60 73 74 61 52 52 77 53 54 73 1350 64 67 76
internal_value=0 0.00639144 0.0015617 -0.000445287 0.00192909 0.00208249 -0.000865369 -0.00343644 0.00237291 0.00253281 0.00238115 0.0052492 0.00212465 0.00121113 0.000129365 -0.0011743
internal_weight=0 124 2254 348 1906 1846 165 104 1681 1607 1554 127 1427 280 207 140
internal_count=2378 124 2254 348 1906 1846 165 104 1681 1607 1554 127 1427 280 207 140
is_linear=0
shrinkage=0.16829


Tree=9474
num_leaves=21
num_cat=0
split_feature=4 3 2 2 3 52 4 3 0 159 3 2 2 50 403 403 15 52 52 3
split_gain=1.56476 0.685535 0.292469 0.225777 0.212142 0.24 0.175183 0.161296 0.178417 0.112256 0.106549 0.085494 0.0616971 0.0599217 0.0639785 0.119331 0.0396168 0.0373406 0.0359952 0.0312673
threshold=0.30163500000000004 -0.049204999999999992 0.10774000000000002 0.074875000000000011 -0.13088999999999998 -0.015789999999999995 -0.012569999999999998 -0.0098449999999999979 -0.10946999999999998 0.079755000000000006 -0.107915 0.094955000000000025 0.11941000000000002 -1.0000000180025095e-35 -0.10393999999999999 -0.41450999999999993 0.11054000000000001 1.0000000180025095e-35 0.044705000000000002 -0.070494999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -5 12 -9 -4 -6 -8 -2 -12 15 18 17 -16 -15 -18
right_child=7 2 9 6 10 -7 11 8 -10 -11 13 -13 -14 14 16 -17 19 -19 -20 -21
leaf_value=0.00058852072756027563 0.00045695646583082623 0.00036992257063588367 0.00038658851837494068 0.00066425985281637324 0.00042459717296859488 0.00084234088029394637 0.00055917789924000354 0.00031124271804946856 7.6965620810280725e-05 0.00019448032797944863 0.00047523226665715563 0.00037426069181849481 0.00029611661356096979 0.00052984264993794741 0.00058125629119142161 0.00041272763276805317 0.00048021364570513233 0.00062316241763503617 0.00063595830608356621 0.00059498758091015684
leaf_weight=97 53 102 96 97 53 72 59 79 65 52 63 54 55 80 595 68 64 448 74 52
leaf_count=97 53 102 96 97 53 72 59 79 65 52 63 54 55 80 595 68 64 448 74 52
internal_value=0 0.000553878 0.000440801 0.00049831 0.000585079 0.000696866 0.000560501 0.000278578 0.000205737 0.000319329 0.000572436 0.000471122 0.000375373 0.000577837 0.000582493 0.000529659 0.000592582 0.00059929 0.000581062 0.000531968
internal_weight=0 2126 460 312 1666 169 210 252 144 148 1497 113 108 1444 1381 222 1159 1043 154 116
internal_count=2378 2126 460 312 1666 169 210 252 144 148 1497 113 108 1444 1381 222 1159 1043 154 116
is_linear=0
shrinkage=0.0032998


Tree=9475
num_leaves=15
num_cat=0
split_feature=1 14 3 39 34 15 12 3 12 1 0 0 3 1211
split_gain=3.86922 0.947353 0.676682 0.461355 0.302741 0.253832 0.224502 0.235045 0.202829 0.207638 0.175999 0.216318 0.154886 0.109196
threshold=0.10423500000000001 0.062655000000000016 -0.049204999999999992 0.081875000000000017 -0.021334999999999996 -0.088709999999999983 0.11589000000000001 0.091170000000000015 -0.081314999999999985 0.11869500000000001 0.11026000000000001 -0.060199999999999997 -0.082879999999999995 0.080695000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 -4 -2 7 10 -6 -10 11 13 -7 -1
right_child=2 -3 4 -5 8 12 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.00059832619062080413 0.00026830436729004573 0.00096829340489684214 -5.6737987259310357e-05 0.00034875376037988263 0.00033716609503287373 0.0003873667168415155 0.00040705808230312636 0.00043047195904524131 0.00027646060621235421 4.9090625240983729e-05 0.0007952921446234577 0.00043057432298683891 0.00063513436046165432 0.00070528328504612713
leaf_weight=1231 71 69 52 95 99 52 74 91 79 99 52 81 61 118
leaf_count=1231 71 69 52 95 99 52 74 91 79 99 52 81 61 118
internal_value=0 0.000588338 0.00026356 0.000573268 0.000173753 0.000423947 0.000586197 0.000594602 0.000217149 0.0001502 0.000604656 0.000597699 0.000521429 0.000607708
internal_weight=0 1811 513 1742 329 184 1647 1573 277 178 1482 1430 113 1349
internal_count=2324 1811 513 1742 329 184 1647 1573 277 178 1482 1430 113 1349
is_linear=0
shrinkage=0.0032998


Tree=9476
num_leaves=23
num_cat=0
split_feature=1 52 14 123 131 2 52 0 376 47 16 1 13 1203 52 12 2 157 403 12 2 3
split_gain=2.08838 0.32153 0.248384 0.212957 0.149534 0.13669 0.105184 0.186579 0.0911615 0.135989 0.103888 0.105969 0.085158 0.0799445 0.0594822 0.140608 0.0593935 0.114905 0.0632837 0.0416397 0.0383745 0.0224188
threshold=0.10423500000000001 -0.40011499999999994 0.054835000000000009 1.0000000180025095e-35 0.091760000000000022 0.091205000000000008 -0.12329499999999999 0.040035000000000008 0.083785000000000012 1.0000000180025095e-35 -0.006494999999999999 0.13630500000000004 -0.095029999999999989 0.084795000000000023 0.038145000000000005 0.09141500000000001 0.084995000000000015 -1.0000000180025095e-35 0.0032850000000000002 0.088845000000000021 0.11252000000000002 -0.079594999999999985
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 -2 3 5 8 12 21 14 9 10 11 20 -1 16 15 -8 17 -14 -18 -16 -3 -7
right_child=1 4 -4 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15 19 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00060303086707576227 0.00045388374403391144 0.00030444067468087839 0.000647538487362522 0.00026076855346711999 0.00034342162052236554 0.00053160188344557129 0.0002203279391953146 0.00021158553457448933 4.2873710888115031e-05 0.00029715171507467748 4.063954391261757e-05 6.9691157611894247e-05 0.00028660127486979028 0.00057338099907622915 0.00053133638900837606 0.00043399376914865566 0.0004697602294481122 0.00045162968150775935 0.00057680173331503635 0.00042248658134635806 0.00018541160801728836 0.00044293530217166398
leaf_weight=56 55 59 70 66 58 78 52 58 59 87 74 57 53 76 52 99 399 420 75 192 64 65
leaf_count=56 55 59 70 66 58 78 52 58 59 87 74 57 53 76 52 99 399 420 75 192 64 65
internal_value=0 0.000215046 0.000453696 0.000445882 0.000186287 0.000453155 0.000412598 0.000387599 0.000163415 0.000184168 0.00014533 0.000188173 0.000475525 0.000468511 0.000413355 0.000360647 0.000460058 0.000433213 0.000486772 0.000445828 0.000242793 0.000491545
internal_weight=0 513 1811 1741 458 1675 596 453 400 341 254 180 1079 1023 395 151 947 473 474 244 123 143
internal_count=2324 513 1811 1741 458 1675 596 453 400 341 254 180 1079 1023 395 151 947 473 474 244 123 143
is_linear=0
shrinkage=0.0032998


Tree=9477
num_leaves=20
num_cat=0
split_feature=1211 2 2 151 133 3 14 43 483 52 483 16 16 52 2 2 43 16 2
split_gain=0.106013 0.0751394 0.0520535 0.0835429 0.121287 0.0778706 0.0595652 0.0560253 0.0573064 0.0522096 0.0511569 0.0552599 0.107977 0.0550731 0.0534509 0.0440171 0.0433809 0.0360197 0.0228868
threshold=0.080695000000000003 -0.087244999999999975 0.091205000000000008 -0.06568499999999998 0.085835000000000009 -0.097574999999999981 -0.10708499999999999 0.035255000000000009 0.083095000000000016 0.28251000000000009 0.0015150000000000003 0.31481000000000009 -0.010379999999999999 -1.0000000180025095e-35 0.14234000000000005 0.10866500000000003 -0.0017249999999999998 -0.034884999999999992 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 17 -4 8 9 -7 11 12 14 -14 -8 -13 -2 -5 -12
right_child=16 2 6 5 -6 7 10 -9 -10 -11 18 15 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0027042786586844577 0.011101479393623426 0.010893383221538966 0.0062124038322968955 0.003929676899383258 0.0021972448465610922 0.0034682701042639207 0.0022358175192233941 -0.0020536857822255426 -0.0017810828363021365 -0.0018583398635012593 0.0066375177279859206 0.0072826416641346226 -0.0011807927599200056 -0.0073235350889043803 -0.003255332052404177 0.0011106917003748252 0.0048069926805734981 0.010124962397139805 0.0019218594043459757
leaf_weight=79 52 93 74 56 90 678 364 80 76 56 64 58 113 66 58 77 81 53 56
leaf_count=79 52 93 74 56 90 678 364 80 76 56 64 58 113 66 58 77 81 53 56
internal_value=0 0.00238035 0.00257139 0.00331394 0.00662641 0.00270536 0.0016257 0.00218244 0.00260304 0.00305943 0.00122708 0.000698866 4.75142e-06 -0.00345575 0.00147685 0.00377565 0.0072815 0.00695855 0.00445185
internal_weight=0 2191 2112 1182 183 999 930 890 810 734 856 736 601 179 422 135 133 109 120
internal_count=2324 2191 2112 1182 183 999 930 890 810 734 856 736 601 179 422 135 133 109 120
is_linear=0
shrinkage=0.16829


Tree=9478
num_leaves=13
num_cat=0
split_feature=10 1211 1212 133 13 3 12 13 15 12 13 41
split_gain=0.0823634 0.0673351 0.0929325 0.085198 0.0847219 0.0510033 0.0431053 0.0820267 0.0769888 0.0448889 0.0337063 0.0359399
threshold=1.0000000180025095e-35 0.082210000000000019 0.082415000000000016 -0.0097699999999999992 -0.068189999999999987 -0.14818499999999998 -0.11875499999999999 -0.14179999999999995 -0.40992999999999996 -0.085719999999999977 0.09610500000000001 0.078065000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 10 -7 -8 -9 -10 11 -1
right_child=-2 4 3 -5 -6 6 7 8 9 -11 -12 -13
leaf_value=0.010229729561368032 -0.0036810070635709667 0.0106867935466009 -0.0068878491524500913 0.0011657971446547798 0.0020388361221532199 0.0067329683528090881 -0.0028555375139309204 -0.0029667480212763383 -0.0011927878529179932 0.0027913330609114365 0.002233972188184814 0.0039842162254085127
leaf_weight=53 65 61 58 103 69 58 91 74 84 1487 67 54
leaf_count=53 65 61 58 103 69 58 91 74 84 1487 67 54
internal_value=0 0.00238476 0.00215642 -0.00172436 0.00611054 0.00247481 0.00220627 0.00205399 0.00232668 0.00257716 0.00523329 0.00709458
internal_weight=0 2259 2129 161 130 1968 1794 1736 1645 1571 174 107
internal_count=2324 2259 2129 161 130 1968 1794 1736 1645 1571 174 107
is_linear=0
shrinkage=0.16829


Tree=9479
num_leaves=13
num_cat=0
split_feature=1186 393 49 3 151 13 3 159 52 13 41 16
split_gain=0.053604 0.0597091 0.0563364 0.0547211 0.0506602 0.0608893 0.0724343 0.0530763 0.0535555 0.0477652 0.0466931 0.121389
threshold=0.085175000000000015 0.098330000000000015 -0.16047499999999998 -0.14443999999999999 -0.083274999999999988 -0.009329999999999998 -0.085499999999999979 0.11819000000000002 0.51524500000000006 -0.09219999999999999 0.079300000000000009 0.10246000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 6 -5 8 9 -6 11 -4
right_child=-2 -3 3 4 7 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0034280438821548726 -0.0034363822223770521 0.0075057754490550016 0.011319233959404247 0.0017903890740379781 0.0040605939611131963 0.00011517670362827554 0.0091413650012891166 -0.0029484782503969823 -0.0031721007363945427 0.0014095778474368689 0.00051444568377820819 0.0011096108129539835
leaf_weight=56 53 54 69 68 225 76 88 76 64 1377 54 64
leaf_count=56 53 54 69 68 225 76 88 76 64 1377 54 64
internal_value=0 0.00196592 0.00183018 0.00196727 0.0017052 0.0040454 0.00594861 0.0013925 0.0015916 0.00178303 0.00472415 0.00641984
internal_weight=0 2271 2217 2161 1974 232 156 1742 1666 1602 187 133
internal_count=2324 2271 2217 2161 1974 232 156 1742 1666 1602 187 133
is_linear=0
shrinkage=0.16829


Tree=9480
num_leaves=28
num_cat=0
split_feature=4 3 150 43 3 13 2 4 2 159 403 12 52 43 3 133 1212 1456 13 12 4 12 43 2 49 12 2
split_gain=3.38229 1.35575 0.811167 0.573192 0.482408 0.187128 0.172914 0.140145 0.134478 0.117845 0.107215 0.117196 0.0990529 0.0953847 0.150728 0.0942434 0.105999 0.0869154 0.0813721 0.0776942 0.065707 0.0639378 0.0580868 0.048625 0.0350025 0.0266125 0.0186744
threshold=0.30163500000000004 -0.049204999999999992 0.093625000000000014 -0.033174999999999989 0.10812000000000001 -0.061199999999999991 0.10188000000000001 -0.085474999999999982 0.093365000000000017 0.085035000000000013 1.0000000180025095e-35 0.085465000000000013 -0.079324999999999993 -0.0083249999999999973 -0.083654999999999993 -0.010819999999999998 0.058525000000000008 -0.085449999999999984 -0.15714499999999998 0.083885000000000015 -0.0070549999999999996 0.099340000000000012 -0.13868499999999997 0.11556500000000001 0.089355000000000004 0.091325000000000003 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 12 8 18 7 10 26 15 11 -1 -3 14 -8 16 25 -17 -2 -19 -11 -15 -13 -7 -16 -9 -5
right_child=5 2 -4 4 -6 23 13 9 -10 20 -12 22 -14 21 24 17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0010498326193004823 0.00034303050325707119 0.00041129617176854569 0.00026132225261006912 0.00096970581772201441 0.00053711485599653591 0.00050996904655345866 0.00052925304016708985 0.00082555723044569593 0.00073241559908633093 0.0008145598401927786 0.00074925254874545831 0.00078741260756137136 0.00059657731362572775 0.00072013124300830472 0.00080757910120216037 0.00063195006694706274 0.00094183386386015484 0.00065936585898008354 0.0001728920599264897 0.0007871652708240272 0.00096760170931276359 0.00088429447850335325 0.00092891332171962974 0.00037374316245739785 0.00067905665558143683 0.0007445827225264816 0.00086864352287036625
leaf_weight=58 61 86 67 52 84 58 56 159 75 65 52 60 52 59 53 53 79 61 64 574 68 53 82 63 52 79 53
leaf_count=58 61 86 67 52 84 58 56 159 75 65 52 60 52 59 53 53 79 61 64 574 68 53 82 63 52 79 53
internal_value=0 0.000755337 0.000598348 0.000654431 0.000744763 0.000346421 0.00079959 0.000814702 0.000841469 0.000798794 0.0008864 0.000921882 0.000481368 0.000722517 0.000669697 0.000786283 0.000834577 0.00076398 0.000256201 0.000774944 0.000893072 0.00079813 0.000869372 0.000439333 0.000744265 0.000798827 0.000919029
internal_weight=0 2132 469 402 264 246 1663 1390 180 1138 252 200 138 273 161 1005 317 688 125 635 133 112 142 121 105 238 105
internal_count=2378 2132 469 402 264 246 1663 1390 180 1138 252 200 138 273 161 1005 317 688 125 635 133 112 142 121 105 238 105
is_linear=0
shrinkage=0.0032998


Tree=9481
num_leaves=25
num_cat=0
split_feature=1 3 10 1 16 12 12 0 14 0 13 43 0 16 16 52 42 3 1213 157 52 16 12 3
split_gain=7.937 1.09909 0.566974 0.466435 0.410896 0.410233 0.300058 0.236295 0.206458 0.220389 0.203416 0.212988 0.151317 0.149008 0.114251 0.109572 0.109246 0.0930761 0.0733015 0.0466932 0.0401453 0.0226479 0.0311537 0.016913
threshold=0.10672000000000002 -0.058704999999999993 -0.0069899999999999988 0.092415000000000011 0.062365000000000011 -1.0000000180025095e-35 0.09302500000000001 -0.10023499999999998 0.076175000000000007 -0.10490499999999998 -0.41871499999999995 -0.049914999999999994 -0.14216999999999999 0.21684500000000004 0.27252000000000004 -0.086814999999999989 0.09832500000000001 0.12745000000000004 -0.097649999999999987 -0.087754999999999986 0.091545000000000015 -0.087139999999999981 0.099815000000000015 -0.076969999999999997
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 4 -3 6 -2 -5 8 -7 9 12 -4 -12 -1 16 18 -9 21 -13 -11 -20 -18 -8 -23 -17
right_child=1 2 10 5 -6 7 13 15 -10 14 11 17 -14 -15 -16 23 20 -19 19 -21 -22 22 -24 -25
leaf_value=0.00091378431395284382 0.00050452352962077236 4.7938663554533586e-05 0.00021205145114515007 0.0005547709172127386 0.00084695632818182021 0.00064910208544170572 0.00086877199203673797 0.0010181748371493782 0.0011474376053368998 0.0010640829025407362 0.00031154691525940364 0.00044293321974986458 0.00067079900251745676 0.00072410909820006366 0.0008000728784154248 0.00079219956294083376 0.00071977302798989723 0.00063499449494219297 0.0010562749352092606 0.00094785506138251338 0.00085743273317080975 0.0010039079258151774 0.00089538891002874257 0.00088521338043241803
leaf_weight=62 89 68 57 69 68 52 70 63 56 78 86 63 54 91 52 53 52 52 52 841 52 70 68 60
leaf_count=62 89 68 57 69 68 52 70 63 56 78 86 63 54 91 52 53 52 52 52 841 52 70 68 60
internal_value=0 0.000426028 0.00031658 0.000900036 0.000653063 0.000779185 0.000922475 0.000846945 0.000948971 0.000939182 0.000387249 0.000436756 0.000800974 0.000843818 0.00095482 0.000905198 0.000878621 0.000530085 0.00096307 0.000954208 0.000788942 0.000923291 0.00095069 0.000841899
internal_weight=0 483 326 1895 157 297 1598 228 1195 1139 258 201 116 403 1023 176 312 115 971 893 104 208 138 113
internal_count=2378 483 326 1895 157 297 1598 228 1195 1139 258 201 116 403 1023 176 312 115 971 893 104 208 138 113
is_linear=0
shrinkage=0.0032998


Tree=9482
num_leaves=24
num_cat=0
split_feature=4 2 150 123 4 14 51 0 0 4 0 0 43 4 15 2 133 42 42 42 52 2 160
split_gain=4.86718 1.71189 1.05898 0.807505 0.493068 0.408655 0.377722 0.206507 0.261151 0.513402 0.148554 0.144085 0.138658 0.227893 0.12694 0.0996008 0.0937552 0.0684792 0.101476 0.0467184 0.0613212 0.0435219 0.00700206
threshold=0.30163500000000004 0.10859000000000001 0.089155000000000012 1.0000000180025095e-35 -0.072054999999999994 -0.42214499999999994 0.086430000000000021 -0.077809999999999976 -0.10653 0.0071200000000000005 -0.07385499999999999 -0.098524999999999988 -0.15924499999999997 -0.5093899999999999 -0.4680149999999999 0.11715500000000001 0.0061750000000000008 0.089625000000000024 0.087865000000000013 -0.034284999999999989 -0.084674999999999986 0.114805 -0.041304999999999994
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=1 3 6 4 11 -2 10 8 9 -6 -3 -1 -13 -14 -7 -16 -15 18 -10 -9 -21 -12 -19
right_child=5 2 -4 -5 7 14 -8 19 17 -11 21 12 13 16 15 -17 -18 22 -20 20 -22 -23 -24
leaf_value=0.00099077915402683903 0.00046710917079143406 0.0004922826062027652 0.00010535697871507501 0.00045376364324095251 0.00035472623712335787 0.00026296363054919062 0.00036216474249630955 0.00070060300230433885 0.00077302101253476417 0.00075597323258395151 0.00076525293363051774 0.00065608425521285576 0.0010410210741942615 0.00083796627359419937 0.00018791410085889019 0 0.00074669077273358474 0.00073156288880759995 0.0009256741526132361 0.00067267065404247892 0.00052343665881493127 0.0006508450130408317 0.0006633906913043699
leaf_weight=57 56 52 62 95 53 66 66 55 395 103 67 57 52 436 55 69 184 52 57 52 82 99 56
leaf_count=57 56 52 62 95 53 66 66 55 395 103 67 57 52 436 55 69 184 52 57 52 82 99 56
internal_value=0 0.000709504 0.000496764 0.000750698 0.000767359 0.000219092 0.000582088 0.000714563 0.000740419 0.000619878 0.000648508 0.000828104 0.000815336 0.000828792 0.000145806 8.31644e-05 0.000810935 0.000773935 0.000792349 0.000616425 0.000581611 0.000697234 0.000696541
internal_weight=0 2132 346 1786 1691 246 284 905 716 156 218 786 729 672 190 124 620 560 452 189 134 166 108
internal_count=2378 2132 346 1786 1691 246 284 905 716 156 218 786 729 672 190 124 620 560 452 189 134 166 108
is_linear=0
shrinkage=0.0032998


Tree=9483
num_leaves=16
num_cat=0
split_feature=1373 10 43 10 3 1 0 159 159 151 151 0 16 0 3
split_gain=0.131877 0.0928818 0.107167 0.268313 0.150712 0.0765236 0.0767771 0.0598578 0.095168 0.0585215 0.0538165 0.0409002 0.0334777 0.0643702 0.0267575
threshold=0.084905000000000022 0.058500000000000003 0.035255000000000009 -0.086389999999999981 -0.092019999999999977 0.13539000000000004 -0.10653 0.08512500000000002 0.10225000000000002 -0.085764999999999994 0.009020000000000002 -0.14032999999999998 -0.082909999999999984 -0.087284999999999988 -0.076969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 10 9 -9 -8 11 -5 13 -6 -14
right_child=-2 -3 4 5 12 -7 7 8 -10 -11 -12 -13 14 -15 -16
leaf_value=-0.0083064903500325287 -0.0049692006004797276 -0.0031673609904381683 0.014271608289148557 0.0031378786070761135 0.0036971457659874928 0.0091673704486702166 -0.00065368548287278504 0.012328512668974164 0.0042172642403056253 0.0038020358129425883 -0.0038982372012836535 -0.0017065499677328638 0.00010886527131996732 0.011389662492225722 0.0048441006953479863
leaf_weight=55 52 56 59 210 76 68 89 59 138 1199 52 64 54 53 94
leaf_count=55 52 56 59 210 76 68 89 59 138 1199 52 64 54 53 94
internal_value=0 0.00358602 0.00375341 0.00326959 0.00653295 0.00360938 0.0033997 0.00391355 0.00665564 0.00349275 0.00105348 0.00199978 0.00487816 0.00687156 0.00312852
internal_weight=0 2326 2270 1934 336 1879 1811 1485 197 1288 326 274 277 129 148
internal_count=2378 2326 2270 1934 336 1879 1811 1485 197 1288 326 274 277 129 148
is_linear=0
shrinkage=0.16829


Tree=9484
num_leaves=25
num_cat=0
split_feature=1 3 4 1 457 4 1 12 15 12 11 52 3 15 42 13 3 13 15 4 40 13 15 15
split_gain=6.69109 0.673348 0.529787 0.445057 0.468766 0.301698 0.249181 0.219462 0.211848 0.168946 0.278881 0.1337 0.115093 0.089099 0.110708 0.0613761 0.054069 0.0535523 0.180108 0.0867143 0.0450143 0.0446119 0.029507 0.00801767
threshold=0.10672000000000002 -0.058704999999999993 0.30163500000000004 0.089710000000000026 0.080930000000000016 -0.17689999999999997 0.14699000000000004 0.085845000000000019 -0.043644999999999996 0.092855000000000007 1.0000000180025095e-35 -0.023474999999999996 -0.10583499999999998 0.080840000000000009 0.080840000000000009 0.00023500000000000005 -0.082879999999999995 -0.087984999999999994 0.085915000000000019 -0.0083249999999999973 -0.026419999999999996 0.0083850000000000018 0.101705 0.091475000000000015
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 -2 9 5 -5 8 -7 11 10 12 -3 -1 14 21 17 -9 18 -14 -19 -13 -11 -15 -18
right_child=1 6 -4 4 -6 7 -8 16 -10 13 -12 20 15 22 -16 -17 23 19 -20 -21 -22 -23 -24 -25
leaf_value=0.00071496440067270477 0.00072543115120561857 0.000308127695858124 0.00032956876335210622 0.0010108118145454763 0.00046443177840085014 0.00059202286624832968 0.00010739917552172308 0.00070436476591366687 0.00018838468461716013 0.00074266682954327316 0.0010921044297624255 0.0004062804860610456 0.00075289719491788271 0.00089594221897050909 0.00066277379574125128 0.00078209376981433249 0.00087153739605831443 0.00087089170787988778 0.00097368258653374694 0.00095204742482871911 0.00054169024421640421 0.00088029853636603032 0.00080402654129177302 0.00080577540257586869
leaf_weight=55 97 90 60 53 61 82 55 53 66 52 64 53 121 95 93 80 59 518 63 217 62 64 86 79
leaf_count=55 97 90 60 53 61 82 55 53 66 52 64 53 121 95 93 80 59 518 63 217 62 64 86 79
internal_value=0 0.000396567 0.000574371 0.000831798 0.000731353 0.000781191 0.000310829 0.000736483 0.000351986 0.000857552 0.000878493 0.000404486 0.000865489 0.000797429 0.000749599 0.000873741 0.000798318 0.000881681 0.000828684 0.0008949 0.00047959 0.000818905 0.000852464 0.000834146
internal_weight=0 483 157 1895 387 326 326 273 271 1508 1118 205 1054 390 209 999 191 919 184 735 115 116 181 138
internal_count=2378 483 157 1895 387 326 326 273 271 1508 1118 205 1054 390 209 999 191 919 184 735 115 116 181 138
is_linear=0
shrinkage=0.0032998


Tree=9485
num_leaves=23
num_cat=0
split_feature=40 4 3 13 12 16 4 0 49 4 13 12 4 13 3 4 0 3 16 4 16 42
split_gain=0.189002 0.155674 0.122844 0.0620451 0.0745874 0.0593051 0.0543352 0.106033 0.0603897 0.04757 0.110652 0.0570174 0.0512205 0.0432221 0.051232 0.0584332 0.0374718 0.0536229 0.0400917 0.034102 0.0207683 0.00974686
threshold=0.051255000000000002 0.029980000000000003 0.11924500000000002 0.031740000000000011 0.096915000000000015 0.061395000000000012 -0.031874999999999994 -0.11208499999999998 -0.0036199999999999995 0.076415000000000025 -0.074749999999999997 0.10031500000000002 0.25472500000000003 -0.117405 0.081640000000000004 -0.13833499999999996 -0.076539999999999983 -0.085499999999999979 -0.0094449999999999968 0.41816000000000003 -0.034884999999999992 0.083665000000000003
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 3 9 6 5 -5 8 -8 -1 10 -3 12 -11 -10 15 -15 17 21 -19 -14 -6 -9
right_child=-2 2 -4 4 20 -7 7 16 13 11 -12 -13 19 14 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.010650198495924985 -0.006593817057282794 -0.0065904012634343699 -0.0047340466182215785 0.0019311499460628689 0.0025870547080028322 -0.005041799246604358 -0.0021095196549910707 0.0031668560300188212 0.00026805709851174898 0.0077813504595630172 0.0029872819704365727 -0.0009355643808751996 0.00040046887029311699 -0.00038209522187697149 0.010266402802821571 0.0052362196106096343 0.00049624151879705059 0.0042457901343993217 0.008376275760763989 0.0052117846887973704 0.0070032620978343983 4.1555791302481103e-06
leaf_weight=55 57 55 95 81 68 60 92 59 55 80 90 78 93 56 53 705 69 156 120 77 57 54
leaf_count=55 57 55 95 81 68 60 92 59 55 80 90 78 93 56 53 705 69 156 120 77 57 54
internal_value=0 0.00320599 0.000782982 0.00399591 0.00161961 -0.00102332 0.00442352 0.00309113 0.00521467 0.00189485 -0.000633242 0.00301793 0.00425861 0.00486858 0.00517722 0.00482042 0.00413972 0.00478138 0.00604816 0.00259028 0.00461522 0.00167138
internal_weight=0 2308 568 1740 266 141 1474 550 924 473 145 328 250 869 814 761 458 389 276 170 125 113
internal_count=2365 2308 568 1740 266 141 1474 550 924 473 145 328 250 869 814 761 458 389 276 170 125 113
is_linear=0
shrinkage=0.16829


Tree=9486
num_leaves=26
num_cat=0
split_feature=1 3 2 2 1 3 40 1447 1 1456 2 15 1 50 2 16 2 49 132 16 1447 1 484 52 15
split_gain=4.88274 0.886075 0.628244 0.461161 0.34713 0.317497 0.257011 0.240239 0.184619 0.174938 0.141363 0.177477 0.135603 0.116392 0.103075 0.0968601 0.084706 0.0665452 0.0696741 0.0589109 0.0582293 0.0557113 0.0415462 0.0274149 0.00851669
threshold=0.10282000000000001 -0.058704999999999993 0.099325000000000011 0.11043500000000002 0.13630500000000004 0.077930000000000013 -0.065259999999999999 -0.0077349999999999988 0.089710000000000026 -0.077349999999999988 0.12708000000000003 0.054100000000000002 0.081315000000000012 0.089465000000000017 0.11715500000000001 -0.0084099999999999991 0.10746500000000002 0.088595000000000021 -0.083284999999999984 -0.0051099999999999991 -0.085754999999999984 0.14741000000000001 0.049680000000000009 -0.071604999999999988 -0.086849999999999997
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=2 3 7 23 5 6 -3 15 9 -9 11 12 16 19 -7 20 -4 18 -11 -10 -1 -6 -20 -2 -19
right_child=1 4 10 -5 21 14 -8 8 13 17 -12 -13 -14 -15 -16 -17 -18 24 22 -21 -22 -23 -24 -25 -26
leaf_value=0.0008565560353285313 0.00062084766536148032 0.00035012647065362255 0.00070678600514496165 0.0003242209861682598 0.0001943216957245809 0.00058230757136632514 5.537517020535568e-05 0.00060948857444930848 0.00054414102630106348 0.0008764503534616525 0.00044156683210828658 0.00078308104147947126 0.00044222665495120264 0.00075434178246846736 0.00037440461274811993 0.00075272690104273457 0.00055810807571109471 0.00072806033622498057 0.00078284148350522766 0.00068336485023305128 0.0010076972743291977 4.6691997159034134e-05 0.00070745687224650481 0.00072652958791969281 0.00066038029713595561
leaf_weight=69 64 86 86 63 58 54 52 80 90 84 53 65 56 86 53 55 89 71 665 58 55 55 103 60 55
leaf_count=69 64 86 86 63 58 54 52 80 90 84 53 65 56 86 53 55 89 71 665 58 55 55 103 60 55
internal_value=0 0.000370919 0.000727113 0.0005552 0.000274562 0.000344425 0.000239316 0.000757067 0.000741188 0.000759951 0.000600757 0.000629141 0.000585673 0.000656204 0.000479657 0.000871487 0.000631374 0.000772222 0.00078304 0.00059894 0.000923879 0.000122778 0.000772777 0.000672268 0.000698797
internal_weight=0 545 1820 187 358 245 138 1471 1292 1058 349 296 231 234 107 179 175 978 852 148 124 113 768 124 126
internal_count=2365 545 1820 187 358 245 138 1471 1292 1058 349 296 231 234 107 179 175 978 852 148 124 113 768 124 126
is_linear=0
shrinkage=0.0032998


Tree=9487
num_leaves=21
num_cat=0
split_feature=4 1 3 3 12 12 47 15 4 51 3 15 1455 0 3 4 52 51 1 16
split_gain=3.62651 1.02829 0.658481 0.360638 0.353474 0.253456 0.216814 0.128025 0.171028 0.143997 0.193688 0.122895 0.113993 0.09647 0.0954505 0.0951723 0.0647978 0.0592593 0.0579875 0.0543351
threshold=0.30163500000000004 0.104035 -0.048154999999999996 0.13524500000000003 -0.08780499999999998 0.11721500000000001 0.078345000000000012 0.03981500000000001 -0.11205499999999999 -0.0021499999999999996 -0.11756999999999999 -0.45726999999999995 0.018650000000000003 -0.082234999999999989 0.09722500000000002 0.036620000000000007 -0.088204999999999992 -0.10830999999999999 0.091485000000000025 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 16 11 -1 7 14 9 -9 15 -11 -2 -12 19 -4 17 -3 -6 -15 -10
right_child=3 2 6 -5 5 -7 -8 8 13 10 12 -13 -14 18 -16 -17 -18 -19 -20 -21
leaf_value=0.00042910461361949818 0.00038713677549136421 0.00072078843095860635 0.00012712668371393394 6.0563114191913267e-07 0.00080398899529603976 0.00046920423476450761 0.00048225992529314665 0.00090020974503548568 0.00068858921066341952 0.00043806520376311013 0.00066207082634296265 0.000214036576322228 0.00049624489799178929 0.00068493415793860739 0.00032668549110181059 0.00058465354406287871 0.00055986330959356516 0.00069992291618531388 0.00057811195762284579 0.00077466308882475699
leaf_weight=66 81 59 53 63 88 63 56 52 142 58 399 103 53 320 53 63 57 239 73 224
leaf_count=66 81 59 53 63 88 63 56 52 142 58 399 103 53 320 53 63 57 239 73 224
internal_value=0 0.000639383 0.000451936 0.00021665 0.000667685 0.000676541 0.000315611 0.000684155 0.000714719 0.000656574 0.000619501 0.00029043 0.000642705 0.000701964 0.000227238 0.000704965 0.000642017 0.000728036 0.000665182 0.000741365
internal_weight=0 2118 278 247 1840 1774 162 1711 811 900 510 184 452 759 106 390 116 327 393 366
internal_count=2365 2118 278 247 1840 1774 162 1711 811 900 510 184 452 759 106 390 116 327 393 366
is_linear=0
shrinkage=0.0032998


Tree=9488
num_leaves=22
num_cat=0
split_feature=4 15 483 483 43 12 47 15 1446 12 474 15 0 4 132 133 133 12 43 480 12
split_gain=0.160031 0.0856215 0.0728893 0.116572 0.0782162 0.0803204 0.104813 0.0634593 0.0626565 0.0569545 0.064884 0.0554729 0.0896919 0.0464035 0.0449076 0.0516842 0.0590575 0.0430629 0.0251767 0.0216645 0.00882707
threshold=0.30163500000000004 0.03981500000000001 0.092110000000000011 0.085835000000000009 -0.17922499999999997 0.083935000000000023 0.081320000000000017 -0.095244999999999982 0.083715000000000026 0.09697500000000002 0.088290000000000021 -0.40992999999999996 -0.082064999999999985 -0.14236999999999997 -0.083284999999999984 -0.07218999999999999 -0.0089749999999999986 0.084955000000000017 -0.0083249999999999973 0.084085000000000007 0.087905000000000025
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 2 3 4 -1 6 7 -6 13 10 -7 12 -2 -3 -15 20 -17 -18 -11 -4 -16
right_child=11 8 19 -5 5 9 -8 -9 -10 18 -12 -13 -14 14 15 16 17 -19 -20 -21 -22
leaf_value=-0.0026760812927477296 -0.0033170893808394026 0.009230860022538704 0.0090229877214732645 -0.0052276200060252217 -0.0050775677680363167 0.0044519048849942025 0.0064870380198555665 0.0010723481971398562 0.0094235004284836561 -0.00061880684152052878 0.009600333741594403 -0.0038469386781866534 0.0049228337081670993 0.0080494115581689063 0.0077871000835100157 -0.0012598192392745461 -0.0007336938606485843 0.0044267718428729784 0.0035611798664881467 0.0043938775848208706 0.0052170486129463241
leaf_weight=66 66 59 65 52 60 378 86 228 88 71 86 95 86 81 75 79 52 351 94 55 92
leaf_count=66 66 59 65 52 60 378 86 228 88 71 86 95 86 81 75 79 52 351 94 55 92
internal_value=0 0.0038685 0.00296558 0.00254106 0.00292064 0.00329071 0.00133082 -0.000202646 0.00514413 0.0044532 0.00541001 -0.000651917 0.00133315 0.00466456 0.00429304 0.00382145 0.00293055 0.00375645 0.00175163 0.00691628 0.00638202
internal_weight=0 2118 1241 1121 1069 1003 374 288 877 629 464 247 152 789 730 649 482 403 165 120 167
internal_count=2365 2118 1241 1121 1069 1003 374 288 877 629 464 247 152 789 730 649 482 403 165 120 167
is_linear=0
shrinkage=0.16829


Tree=9489
num_leaves=20
num_cat=0
split_feature=40 4 483 4 11 13 12 15 4 4 1212 4 16 16 15 12 15 42 16
split_gain=0.121904 0.0972146 0.0929149 0.0818325 0.0543151 0.0843131 0.0893579 0.131987 0.058819 0.0840441 0.0572077 0.0545601 0.0417195 0.0458181 0.109913 0.0472643 0.0373518 0.0340355 0.0024137
threshold=0.051255000000000002 0.029980000000000003 0.087775000000000006 0.056640000000000003 0.08976000000000002 0.031740000000000011 0.096915000000000015 0.03981500000000001 -0.37983499999999992 -0.13833499999999996 0.040035000000000008 -0.082509999999999986 -0.53299999999999992 -0.41574999999999995 -0.26826999999999995 0.090715000000000018 0.087960000000000024 0.086700000000000013 -0.071629999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 8 7 -7 -1 -10 16 -12 -5 17 -15 -16 -11 -14 -8
right_child=-2 2 -4 12 -6 6 18 -9 9 10 11 -13 13 14 15 -17 -18 -19 -20
leaf_value=0.0080079862395725353 -0.0048514189463415725 -0.0034201469457162195 -0.0039210208091174257 -0.00087811432177955031 0.0090184194896304991 -0.0077431081461335795 0.0031879085395786545 0.0032471171496795529 -0.001840178970785438 0.0028532396428625718 0.0097186233410809612 0.0042684262798845778 0.0084558914498419901 -0.0041222748251015786 0.008063335214223772 0.0019886976975591153 0.0051029319384080403 0.0030080339376251622 0.0049752192081410134
leaf_weight=95 57 67 88 68 52 66 52 58 74 781 88 132 76 58 62 90 290 59 52
leaf_count=95 57 67 88 68 52 66 52 58 74 781 88 132 76 58 62 90 290 59 52
internal_value=0 0.00301517 0.001099 0.00202308 0.00363965 0.00347289 0.000454241 -0.00258803 0.00394307 0.00365884 0.00397544 0.00645667 0.00291047 0.00366241 0.00209437 0.00447833 0.00346408 0.00608828 0.00409884
internal_weight=0 2308 568 480 1740 1688 228 124 1460 1365 1291 220 413 345 210 152 1071 135 104
internal_count=2365 2308 568 480 1740 1688 228 124 1460 1365 1291 220 413 345 210 152 1071 135 104
is_linear=0
shrinkage=0.16829


Tree=9490
num_leaves=20
num_cat=0
split_feature=1213 3 0 151 1 3 13 2 42 1213 1213 13 0 1210 13 1456 3 2 133
split_gain=0.0808012 0.0784992 0.224314 0.0792723 0.0571278 0.119505 0.135635 0.0899145 0.0554118 0.0561622 0.0619957 0.0534 0.132251 0.0491492 0.0486269 0.04413 0.0483305 0.0348418 0.026571
threshold=-0.081599999999999992 -0.14443999999999999 0.076335000000000014 -0.089594999999999994 0.10293500000000001 0.085315000000000016 -0.0072499999999999995 0.114165 0.089535000000000017 -0.12077499999999998 -0.086554999999999979 0.021935000000000003 0.10798500000000001 -0.079004999999999978 -0.28558999999999996 -0.06457499999999998 0.092330000000000009 0.089625000000000024 0.084335000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 11 3 18 13 6 7 -6 9 -1 -11 -2 -13 -5 -7 17 -17 -15 -3
right_child=1 2 -4 4 5 14 -8 -9 -10 10 -12 12 -14 15 -16 16 -18 -19 -20
leaf_value=0.010867574286992353 0.0095362871467831387 0.0079986629966257369 -0.00790567613954056 -0.0025298967552064601 0.0032356830489795496 0.0010704304077265008 -0.0079471249454206982 -0.0050856901063264766 0.0013777650923951442 0.001241114993986527 0.0090747834892743844 -0.0012651597722429218 0.0090786613361609984 -0.0028292982070650518 0.0069838607346226411 0.0033556217130719058 -0.0012542840434540273 0.0026181891324896971 0.0032198801269791872
leaf_weight=68 63 86 63 52 115 86 77 54 69 65 52 74 66 68 74 1057 68 65 56
leaf_count=68 63 86 63 52 115 86 77 54 69 65 52 74 66 68 74 1057 68 65 56
internal_value=0 0.00229781 0.00196376 0.00229938 0.00198161 0.000232538 -0.00209127 0.000566152 0.00548036 0.00700081 0.0047381 0.00545003 0.00359838 0.00252232 0.00381662 0.00273259 0.00307538 -0.000153484 0.00612672
internal_weight=0 2124 1921 1858 1716 406 246 169 254 185 117 203 140 1310 160 1258 1125 133 142
internal_count=2378 2124 1921 1858 1716 406 246 169 254 185 117 203 140 1310 160 1258 1125 133 142
is_linear=0
shrinkage=0.16829


Tree=9491
num_leaves=14
num_cat=0
split_feature=12 10 11 52 39 151 12 15 1209 457 39 156 12
split_gain=0.0817821 0.0563891 0.0468734 0.0464214 0.0559793 0.0649399 0.064306 0.0632403 0.0563677 0.0511718 0.0544783 0.0482738 0.0655048
threshold=0.13969000000000004 -1.0000000180025095e-35 0.08765000000000002 -0.080064999999999983 0.096625000000000016 0.086470000000000005 0.085005000000000011 0.0056700000000000006 -0.025744999999999997 -0.010114999999999997 1.0000000180025095e-35 0.091335000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 6 7 -5 -8 -3 11 12 -11
right_child=-2 2 -4 4 -6 -7 8 -9 -10 10 -12 -13 -14
leaf_value=-0.0014938858454998411 -0.0043296417826650174 0.005562866002809138 0.0065357481824346924 0.0036078714824309189 -0.0020850692381913557 -0.0027562798780461023 -0.0017837744989790034 0.00791354379358623 0.002829194361720981 -0.0063809814522636328 0.0050521485016917379 0.0031494909637237718 -0.00014116628137222372
leaf_weight=103 53 61 80 345 63 53 81 136 945 59 61 87 251
leaf_count=103 53 61 80 345 63 53 81 136 945 59 61 87 251
internal_value=0 0.00234461 0.00252335 0.00237266 0.00281628 0.00301537 0.00321955 0.00482901 0.00246326 0.000981909 0.000367859 -0.000347368 -0.00133454
internal_weight=0 2325 2222 2142 1623 1560 1507 481 1026 519 458 397 310
internal_count=2378 2325 2222 2142 1623 1560 1507 481 1026 519 458 397 310
is_linear=0
shrinkage=0.16829


Tree=9492
num_leaves=12
num_cat=0
split_feature=12 9 149 147 0 48 1213 403 0 484 3
split_gain=0.0566111 0.0538333 0.0805907 0.0736222 0.0697413 0.0598187 0.0522627 0.097417 0.0515472 0.0505189 0.00915046
threshold=0.13969000000000004 -1.0000000180025095e-35 0.07770500000000001 0.089365000000000014 -0.17785499999999996 0.088580000000000006 -0.081649999999999986 -0.029954999999999996 0.10798500000000001 -0.078334999999999974 -0.082709999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -6 9 -8 -9
right_child=-2 2 -4 -5 6 -7 8 10 -10 -11 -12
leaf_value=-0.0026689193969119747 -0.0036010073315019468 0.0098300802992233594 0.0082934884288449751 -0.0033177227710000914 0.0085175572342620336 0.0020591426107420077 0.0038147247540085459 -0.00018738904639034178 0.0053550931547011816 0.00098935702598796 0.0025177715143377879
leaf_weight=69 53 60 58 73 92 54 205 53 96 1465 100
leaf_count=69 53 60 58 73 92 54 205 53 96 1465 100
internal_value=0 0.00195004 0.0020921 0.00192765 0.00210869 0.00616487 0.00187785 0.00418555 0.00155669 0.00133726 0.00156895
internal_weight=0 2325 2256 2198 2125 114 2011 245 1766 1670 153
internal_count=2378 2325 2256 2198 2125 114 2011 245 1766 1670 153
is_linear=0
shrinkage=0.16829


Tree=9493
num_leaves=23
num_cat=0
split_feature=1 1 1 39 14 13 16 151 52 481 51 16 52 15 457 1208 1 15 15 52 15 1
split_gain=9.15678 1.11699 0.821504 0.624416 0.577365 0.461497 0.330887 0.276079 0.179763 0.174047 0.151027 0.179971 0.149285 0.194805 0.144122 0.136173 0.0973785 0.081078 0.0501485 0.0424659 0.0416788 0.0272001
threshold=0.10932500000000002 0.12450500000000002 0.092415000000000011 0.081875000000000017 0.076175000000000007 -0.052454999999999995 0.062910000000000008 -0.00016499999999999997 -0.023474999999999996 -0.048124999999999994 0.116275 0.21684500000000004 -0.41304999999999997 0.054100000000000002 0.083995000000000014 0.086590000000000014 0.13849500000000003 -0.045404999999999994 0.087720000000000006 -0.45478499999999994 -0.066639999999999991 0.11453000000000001
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 6 4 7 9 16 8 -4 -2 18 11 14 -9 -14 15 -11 -3 19 20 -13 -1 -10
right_child=1 5 3 -5 -6 -7 -8 12 21 10 -12 17 13 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0010791670207209593 0.00038653013904079385 0.00024046105130834372 0.00069175764910646268 0.00057173402527194151 0.0013342503009180942 0.00045598443118163954 0.0008525301688046996 0.001105123402720432 0.00068098649725260982 0.0010346146752393196 0.00082652346017311079 0.0010075273916356322 0.00080284318108835256 0.001022014669574048 0.00087608502879612594 0.00085875079455117911 5.2257845033448921e-05 0.00078662878457536967 0.0010251053959967312 0.00087218678615927977 0.0012155399988743134 0.00056765453968391053
leaf_weight=58 52 62 52 74 61 96 52 60 54 979 60 65 92 90 79 53 59 53 66 52 57 52
leaf_count=58 52 62 52 74 61 96 52 60 54 979 60 65 92 90 79 53 59 53 66 52 57 52
internal_value=0 0.000451288 0.000984941 0.000843943 0.0010177 0.000284962 0.000622991 0.000912338 0.000547224 0.00100499 0.000991759 0.000999471 0.00095959 0.000911418 0.00101502 0.00102562 0.000148984 0.000897675 0.00110279 0.000947677 0.00114707 0.000625722
internal_weight=0 427 1951 368 1583 217 210 294 158 1522 1341 1281 242 182 1111 1032 121 170 181 117 115 106
internal_count=2378 427 1951 368 1583 217 210 294 158 1522 1341 1281 242 182 1111 1032 121 170 181 117 115 106
is_linear=0
shrinkage=0.0032998


Tree=9494
num_leaves=22
num_cat=0
split_feature=1 3 2 10 2 2 3 1 16 1 16 1446 3 160 43 16 4 51 43 16 483
split_gain=5.64085 1.12512 0.686183 0.539867 0.499695 0.492376 0.386456 0.278721 0.17927 0.2657 0.192852 0.0927837 0.0841012 0.0812225 0.0563149 0.0529634 0.113753 0.0632225 0.0510644 0.0350851 0.0323598
threshold=0.109225 -0.049204999999999992 0.099675000000000014 -1.0000000180025095e-35 -0.0091949999999999983 0.114165 -0.15197999999999998 0.13554500000000003 0.51148500000000008 0.081315000000000012 -1.0000000180025095e-35 0.088500000000000009 0.077930000000000013 -0.081539999999999987 -0.0096349999999999977 -0.095494999999999983 0.062150000000000004 -0.085434999999999983 -0.0030199999999999997 -0.13895999999999997 0.032770000000000007
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=2 5 4 -3 -1 -2 -6 19 9 10 18 13 -11 14 20 16 -15 -17 -4 -5 -8
right_child=1 3 8 7 6 -7 11 -9 -10 12 -12 -13 -14 15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.00047008611891253199 0.00071582893049394291 -8.0543513571623818e-05 0.00079157516323683462 0.00041733565182652864 0.0010519625331437523 0.00032302806324736432 0.00064848374594170287 0.00011686463482744423 0.00075122731065770717 0.00038309625630673206 0.00053805971082344223 0.00088392273696198892 0.00056135782546647584 0.00092904693746526784 0.00079660494474163043 0.00085642691575922548 0.00073556191371742369 0.00075613898851618531 0.00065778584895631413 0.00030938482707053072 0.00074652382123807312
leaf_weight=60 84 61 75 64 55 60 136 83 91 70 99 75 52 73 63 81 66 831 62 77 60
leaf_count=60 84 61 75 64 55 60 136 83 91 70 99 75 52 73 63 81 66 831 62 77 60
internal_value=0 0.000314535 0.00073265 0.000194224 0.000766624 0.000552407 0.000778955 0.000269207 0.000619073 0.000585383 0.000650378 0.000768088 0.000459365 0.000761429 0.000707497 0.000774686 0.00083743 0.000765085 0.000731285 0.000358634 0.000678676
internal_weight=0 429 1949 285 1500 144 1440 224 449 358 236 1385 122 1310 259 1051 139 912 137 141 196
internal_count=2378 429 1949 285 1500 144 1440 224 449 358 236 1385 122 1310 259 1051 139 912 137 141 196
is_linear=0
shrinkage=0.0032998


Tree=9495
num_leaves=25
num_cat=0
split_feature=1 12 39 2 2 0 15 1 15 2 12 124 475 13 133 13 2 403 0 133 43 12 2 13
split_gain=4.30452 0.684535 0.587654 0.50669 0.313837 0.156371 0.142723 0.271099 0.218755 0.129159 0.114196 0.15243 0.0977174 0.0933438 0.0711999 0.0881388 0.0655833 0.0585538 0.138475 0.0567116 0.0342089 0.0293672 0.00758302 0.000650362
threshold=0.10439500000000002 0.087245000000000003 0.081875000000000017 0.114805 0.092120000000000021 -0.066659999999999983 0.029300000000000003 0.088595000000000021 0.11162500000000002 0.14721500000000001 -0.089089999999999989 -0.063929999999999987 -0.085684999999999997 -0.083424999999999985 -0.089054999999999981 -0.091984999999999983 0.11197500000000002 0.062230000000000014 -0.071719999999999992 -0.14186999999999997 -0.072174999999999975 0.099815000000000015 0.08598500000000002 -0.068189999999999987
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 9 4 5 12 -3 7 13 -8 10 -2 -12 -1 -6 19 -16 -13 18 -17 22 23 -22 -14 -15
right_child=1 3 -4 -5 6 -7 8 -9 -10 -11 11 16 14 20 15 17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00092186386387266988 0.00048933192650117468 0.00083193230991871381 0.00049903046397303471 0.00030972096423130649 0.00060619006575753228 0.00059561010300944082 0.00090543321305984296 0.00047919335867953273 0.00067512270854348734 0.00020097962903657351 0.00017525510605213667 0.00047457612811213341 0.00079201038841814379 0.00081638328665423958 0.00065219167819214349 0.00078961724112044083 0.00032921571752379927 0.0006830045475816098 0.00096026342084553544 0.00095417303136698431 0.00076305951934433312 0.00064764566837528022 0.0008577258628959661 0.00076925699406356492
leaf_weight=80 63 55 88 52 69 73 89 66 95 66 54 54 74 52 53 728 100 52 58 54 54 57 58 62
leaf_count=80 63 55 88 52 69 73 89 66 95 66 54 54 74 52 53 728 100 52 58 54 54 57 58 62
internal_value=0 0.00042107 0.000763091 0.000585621 0.000776731 0.00069743 0.000710823 0.000671936 0.000786714 0.000333074 0.000365115 0.000327322 0.00080769 0.000715085 0.000799176 0.000786447 0.000380415 0.000794897 0.000802254 0.000859961 0.000748323 0.00070411 0.000821152 0.000791062
internal_weight=0 517 1789 180 1701 128 544 360 184 337 271 208 1157 294 1077 891 154 838 786 186 225 111 132 114
internal_count=2306 517 1789 180 1701 128 544 360 184 337 271 208 1157 294 1077 891 154 838 786 186 225 111 132 114
is_linear=0
shrinkage=0.0032998


Tree=9496
num_leaves=23
num_cat=0
split_feature=1 1456 15 1212 1212 16 13 16 13 15 4 2 2 13 475 133 4 43 16 15 1210 15
split_gain=0.127909 0.112343 0.0894307 0.0767056 0.208438 0.0669579 0.10898 0.0829688 0.0655586 0.0574486 0.0607507 0.129068 0.0532992 0.0520416 0.0413078 0.0451318 0.045193 0.0557156 0.0359166 0.0304343 0.0259031 0.0344252
threshold=0.091370000000000021 -0.090954999999999994 0.12061000000000001 0.082415000000000016 0.089995000000000019 -0.116045 -0.086029999999999981 -0.082264999999999991 -0.117405 -0.09547499999999999 -0.41016499999999995 0.093565000000000023 0.11144000000000001 -0.0078949999999999975 -0.085719999999999977 0.10209000000000001 -0.084284999999999985 -0.053524999999999996 -0.052894999999999991 0.087010000000000018 -0.00064999999999999986 -0.050699999999999995
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 -1 5 8 -5 6 -2 -7 -3 -9 -11 13 -8 -12 -10 16 17 -16 -18 -6 -17 -22
right_child=2 3 -4 4 19 7 12 9 14 10 11 -13 -14 -15 15 20 18 -19 -20 -21 21 -23
leaf_value=-0.0020512251782778298 0.0076136523756135171 -0.0013719859363837902 0.0080276580438684072 0.015450549863425964 0.0069991292440373439 -0.0064976933944573562 0.0034019651561447836 0.0043275564827723574 0.0080124141136674407 0.0039462170986875123 0.0026051624839380544 -0.0069776936139583374 -0.0029487045158273933 -0.003497777989654882 -0.0036957704330820656 0.0090273059195736388 0.0051098217062656853 0.0030130887825223734 0.0026549769289934805 0.0019617761835130213 0.0084645418433096 0.0032595836181981224
leaf_weight=79 98 62 55 64 56 52 79 93 77 73 140 85 71 55 52 62 368 107 320 90 54 114
leaf_count=79 98 62 55 64 56 52 79 93 77 73 140 85 71 55 52 62 368 107 320 90 54 114
internal_value=0 0.00411068 0.0014741 0.00445331 0.00743305 0.000988516 0.00324813 -0.000133144 0.00393723 0.000604883 -0.000370789 -0.00150271 0.000384004 0.000874607 0.00422404 0.00395152 0.00337901 0.000807697 0.00397064 0.00390622 0.00605202 0.0049433
internal_weight=0 1505 801 1426 210 746 248 498 1216 446 353 280 150 195 1154 1077 847 159 688 146 230 168
internal_count=2306 1505 801 1426 210 746 248 498 1216 446 353 280 150 195 1154 1077 847 159 688 146 230 168
is_linear=0
shrinkage=0.16829


Tree=9497
num_leaves=26
num_cat=0
split_feature=1 1456 42 1 1 16 43 15 13 42 16 16 15 159 13 12 155 15 47 13 16 16 42 12 13
split_gain=0.0917039 0.0875377 0.0642821 0.0617758 0.0717697 0.0649157 0.0954053 0.0613168 0.0536494 0.0524115 0.0447592 0.0414023 0.0636971 0.0506766 0.0633013 0.0603365 0.0488942 0.0994775 0.041126 0.026749 0.0296786 0.0485575 0.0375302 0.0273075 0.0188983
threshold=0.08845500000000002 -0.090954999999999994 -0.094859999999999986 0.079415000000000013 0.085810000000000011 -0.011859999999999997 -0.0019149999999999998 0.12061000000000001 -0.085764999999999994 0.086555000000000007 -0.080509999999999984 -0.0070899999999999991 -0.46503999999999995 0.0055900000000000004 -0.15714499999999998 -0.08731499999999999 0.099270000000000011 -0.036064999999999993 0.099745000000000014 -0.0021749999999999994 -0.084884999999999988 -0.088629999999999987 -0.014374999999999997 0.093840000000000021 -0.04009999999999999
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=1 -1 10 5 -5 19 8 11 -7 -10 -3 12 -2 14 -14 -16 17 24 -17 20 21 -4 -22 -21 -13
right_child=7 2 3 4 -6 6 -8 -9 9 -11 -12 16 13 -15 15 18 -18 -19 -20 23 22 -23 -24 -25 -26
leaf_value=-0.0019773744305280655 -0.0033306006258935908 0.0041041002107893056 0.0044041423723555724 0.010582893557358058 0.0027703097296693864 -0.0018310615484113473 -0.004632798301674507 0.0067511148013995534 0.0063478904423218746 0.0013814903337813003 0.010209777355444625 -0.0006566675241562053 0.007105937995979179 0.0073501695736417497 -0.0041219885952795843 0.0027973268161005553 0.0030411027218346493 -0.0060189574696046435 -0.0017371794365286307 -0.00056971606048792246 0.0098050270104926684 -0.0011548176387952726 0.0047667665546507051 0.0043704033615731492 0.0037405590559751152
leaf_weight=77 61 67 223 70 65 65 65 56 109 137 72 58 57 53 54 288 73 95 70 66 54 55 204 60 52
leaf_count=77 61 67 223 70 65 65 65 56 109 137 72 58 57 53 54 288 73 95 70 66 54 55 204 60 52
internal_value=0 0.00352198 0.00384611 0.0034377 0.00683459 0.00299417 0.00122137 0.00134957 0.00245069 0.00358935 0.00727968 0.000996163 0.00180287 0.0024062 0.00184367 0.00111128 -0.000689142 -0.00202624 0.00190567 0.00399837 0.00451921 0.00329789 0.00582825 0.00176846 0.00140569
internal_weight=0 1389 1312 1173 135 1038 376 917 311 246 139 861 583 522 469 412 278 205 358 662 536 278 258 126 110
internal_count=2306 1389 1312 1173 135 1038 376 917 311 246 139 861 583 522 469 412 278 205 358 662 536 278 258 126 110
is_linear=0
shrinkage=0.16829


Tree=9498
num_leaves=25
num_cat=0
split_feature=12 2 2 2 12 15 15 2 0 0 12 0 15 1455 130 130 15 1446 1213 15 42 151 0 42
split_gain=3.27618 0.67372 0.746168 0.660806 0.259862 0.248046 0.229198 0.217593 0.182143 0.208202 0.161356 0.145937 0.109897 0.0811421 0.0655799 0.13796 0.0651167 0.0600483 0.0465721 0.0505791 0.0447877 0.0535368 0.0421624 0.00656803
threshold=0.054520000000000006 0.11123500000000001 -0.0091949999999999983 0.13106000000000004 -0.085719999999999977 -0.0053099999999999996 0.035560000000000008 0.092235000000000025 -0.10891999999999999 -0.075969999999999996 0.10823500000000001 0.11535000000000002 0.11315500000000002 0.083295000000000022 0.0016050000000000003 0.087230000000000016 -0.066639999999999991 0.083715000000000026 0.0049450000000000006 0.090455000000000021 0.089625000000000024 -0.083844999999999989 -0.10803999999999998 0.095935000000000006
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 2 -1 6 -3 7 8 -4 -2 13 11 16 14 20 17 -16 -11 18 19 -8 21 -10 -6 -14
right_child=3 4 5 -5 22 -7 12 -9 9 10 -12 -13 23 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0002418428551677682 0.0005009450434863851 0.00043510127316590441 0.00063872847483663776 0.0003429151194481359 0.00024798815922056196 0.00072282596980676958 0.00077135877620493722 0.00039833967166769601 0.00067998078960134086 0.00064169321984757432 0.00042987241610974744 0.00076756882593346468 0.00060927861087839116 0.00059756620245400788 0.00095542329178328574 0.000732379553487128 0.00049437626064757637 0.00083181581713109279 0.0006567625911626893 0.00069187787017957459 0.00065417432460128551 0.00077169215959111478 0.00014248882883602954 0.00067338748977364472
leaf_weight=96 75 69 76 60 83 91 241 92 107 78 52 66 61 62 52 79 62 68 101 158 80 257 87 53
leaf_count=96 75 69 76 60 83 91 241 92 107 78 52 66 61 62 52 79 62 68 101 158 80 257 87 53
internal_value=0 0.000399659 0.000490959 0.000684248 0.0002639 0.000583159 0.000696624 0.000507297 0.000657968 0.000673336 0.000596209 0.000638026 0.000736473 0.000712592 0.000752256 0.000821185 0.000576704 0.000736296 0.000723235 0.000739973 0.000728575 0.00074483 0.000194205 0.000639393
internal_weight=0 594 355 1712 239 259 1652 168 839 764 258 206 813 506 699 131 140 568 500 399 444 364 170 114
internal_count=2306 594 355 1712 239 259 1652 168 839 764 258 206 813 506 699 131 140 568 500 399 444 364 170 114
is_linear=0
shrinkage=0.0032998


Tree=9499
num_leaves=24
num_cat=0
split_feature=3 13 12 51 4 16 12 1 47 51 51 483 124 1 13 16 16 3 1213 1213 4 1213 16
split_gain=0.100708 0.185124 0.0788211 0.0632403 0.10517 0.0726828 0.0792122 0.150587 0.061463 0.136584 0.0585532 0.0539901 0.0745688 0.0486162 0.0676476 0.0428532 0.0411227 0.0410387 0.0206916 0.0185299 0.0247023 0.0183253 0.0180886
threshold=0.11372500000000001 -0.11122999999999998 -0.036614999999999988 -0.41904999999999998 0.0053900000000000016 -0.011859999999999997 0.084055000000000005 0.077800000000000022 0.085270000000000026 0.078435000000000019 -0.04652499999999999 0.090840000000000018 -0.076164999999999983 0.092860000000000012 -0.085764999999999994 -0.082084999999999991 0.26391000000000003 -0.0072299999999999994 0.066460000000000019 -0.082414999999999974 -0.011154999999999998 -0.090324999999999989 -0.083879999999999996
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 -1 5 6 7 -5 9 13 -6 12 -12 14 -7 17 -15 -14 19 21 -21 -8 -20
right_child=1 -3 -4 4 10 8 18 -9 -10 -11 11 -13 15 16 -16 -17 -18 -19 22 20 -22 -23 -24
leaf_value=0.0081099064581091358 0.0077246537509357534 -0.0077588081575983353 -0.0010731719011311924 0.013209075967276065 -0.0047243843376208712 -0.0017260313818919417 0.0038208837561467504 0.0027486707691162867 -0.002376017943034305 0.01053040716988143 -0.0036726182176886387 -0.0035188978565010003 0.0032797376869848419 -0.0033765119267596686 0.0039309480069016946 0.0071867760201621226 0.0025165960733165116 -0.0020603801982022308 -0.00050454600511900454 0.0052242660259313005 0.0024292509944383489 -1.4287862850997436e-05 0.003612517490987492
leaf_weight=67 55 72 60 77 52 74 97 80 76 57 54 57 183 79 305 59 58 52 56 399 119 54 64
leaf_count=67 55 72 60 77 52 74 97 80 76 57 54 57 183 79 305 59 58 52 56 399 119 54 64
internal_value=0 -0.00105972 0.00311886 0.00300751 0.00284003 0.00348516 0.00442785 0.00789038 0.00210831 0.00270622 0.000584498 0.00127057 0.00206021 0.00183844 0.00282168 0.00311929 -0.000868506 0.00209045 0.00373658 0.00410346 0.00458564 0.00243747 0.00167625
internal_weight=0 187 115 2119 2052 1595 946 157 649 573 457 405 348 516 379 294 137 235 789 669 518 151 120
internal_count=2306 187 115 2119 2052 1595 946 157 649 573 457 405 348 516 379 294 137 235 789 669 518 151 120
is_linear=0
shrinkage=0.16829


Tree=9500
num_leaves=26
num_cat=0
split_feature=1 4 2 123 2 16 1 49 4 1 13 16 16 13 0 16 160 0 2 1 160 0 0 403 403
split_gain=5.59125 0.716311 0.745037 0.556396 0.320714 0.258983 0.201619 0.191838 0.158771 0.13489 0.123077 0.104242 0.247792 0.118112 0.0993554 0.0931652 0.171811 0.153199 0.151315 0.111834 0.125289 0.0925203 0.0850393 0.0607682 0.0468613
threshold=0.10932500000000002 0.27287000000000006 0.10981000000000002 0.080635000000000012 0.099325000000000011 0.52822500000000006 0.13052500000000003 -0.013164999999999998 -0.011269999999999997 0.091785000000000019 -0.091559999999999989 0.15737500000000001 -0.036039999999999996 -0.032264999999999995 -0.074434999999999987 -0.089604999999999976 -0.015149999999999999 -0.13892999999999997 0.089690000000000006 0.084035000000000012 -0.015149999999999999 -0.054759999999999996 -0.082784999999999984 -0.015054999999999997 -0.074254999999999988
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 -2 4 9 7 -3 -6 -4 15 -8 12 13 -9 22 16 -1 -17 23 20 -19 -13 -11 -18 -21
right_child=1 6 8 -5 5 -7 10 11 -10 14 -12 21 -14 -15 -16 17 18 19 -20 24 -22 -23 -24 -25 -26
leaf_value=0.0010915819110790055 0.00088173047540717018 0.00051762927231810191 0.00061614758434481304 0.00070943719242928501 0.00066503793490930324 0.0010806538402991729 0.00019018439867980722 0.00079843694000049468 0.00036056795563509586 0.0008798888279112735 0.00040884255053020197 0.00086976188528450904 0.00064723546617609438 0.0010132404892707319 0.00079396511723124749 0.0012006771665244464 0.00086099780072585721 0.00093279858932120846 0.00075245113004467393 0.0011765338299422746 0.0010260543550410469 0.0010703043397429321 0.0010607991925185812 0.0010035695367319518 0.0010523993718303997
leaf_weight=77 101 94 53 92 52 66 52 52 55 65 63 54 54 67 58 53 53 242 54 55 518 53 57 111 124
leaf_count=77 101 94 53 92 52 66 52 52 55 65 63 54 54 67 58 53 53 242 54 55 518 53 57 111 124
internal_value=0 0.000540722 0.000677571 0.000961365 0.000973773 0.000889865 0.000403705 0.000851831 0.000486317 0.000996514 0.000310277 0.000886396 0.000834838 0.000919673 0.000909882 0.0010086 0.000955319 0.00102441 0.000907027 0.00101443 0.000996406 0.000969425 0.000964701 0.000957709 0.00109074
internal_weight=0 418 209 1957 1865 398 209 332 108 1467 115 280 173 119 180 1287 295 992 218 939 760 107 122 164 179
internal_count=2375 418 209 1957 1865 398 209 332 108 1467 115 280 173 119 180 1287 295 992 218 939 760 107 122 164 179
is_linear=0
shrinkage=0.0032998


Tree=9501
num_leaves=24
num_cat=0
split_feature=1 16 39 1 12 12 11 10 1453 1429 1 51 16 457 159 13 16 12 16 16 16 13 13
split_gain=7.11739 1.38134 0.633326 0.615298 0.463393 0.309028 0.39509 0.233957 0.20811 0.219302 0.189658 0.167497 0.130774 0.118941 0.108955 0.108395 0.102916 0.064599 0.0433266 0.0717452 0.0397268 0.0146011 0.00695006
threshold=0.10574000000000001 0.27776000000000006 0.081875000000000017 0.12419000000000001 0.088105000000000003 0.092855000000000007 0.077290000000000011 -1.0000000180025095e-35 -0.048199999999999993 0.084690000000000015 0.092655000000000015 0.105285 -0.10346499999999999 0.083190000000000014 -0.093824999999999978 -1.0000000180025095e-35 -0.26987499999999992 0.099550000000000013 -0.046599999999999996 0.39524000000000009 0.0086100000000000013 -0.049414999999999994 0.014185000000000001
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 3 5 4 15 6 8 -5 -1 13 -4 12 -7 14 -10 -2 -9 18 21 -20 22 -14 -19
right_child=1 -3 10 7 -6 11 -8 16 9 -11 -12 -13 17 -15 -16 -17 -18 20 19 -21 -22 -23 -24
leaf_value=0.00075787213904915829 0.00033565284639108762 0.00085027411320760468 0.00079345334987448101 6.9297198541029575e-05 0.00074799277033994998 0.00071308963220283238 0.0011998993716771462 0.00022885573290559594 0.00082112962801265304 0.00077839645083048611 0.00051498435201068375 0.00067055569906647938 0.00093227769812718499 0.00083542226806472563 0.00097816522888160467 0.00050997073668660527 0.00041091353662910378 0.00084425916706553283 0.00081236911410422278 0.00097720809948925323 0.0007757229396613926 0.001021688178649285 0.00091433357629474232
leaf_weight=71 94 83 56 57 61 53 65 68 54 82 53 52 57 83 880 69 70 52 73 54 70 57 61
leaf_count=71 94 83 56 57 61 53 65 68 54 82 53 52 57 83 880 69 70 52 73 54 70 57 61
internal_value=0 0.00046101 0.000903618 0.000383817 0.000501953 0.000918752 0.00094759 0.000247931 0.000933543 0.00094486 0.000658374 0.000851359 0.000870996 0.000958247 0.000969124 0.00040966 0.000321459 0.000890651 0.00092761 0.000882736 0.000841786 0.000977292 0.000882399
internal_weight=0 502 1873 419 224 1764 1235 195 1170 1099 109 529 477 1017 934 163 138 424 241 127 183 114 113
internal_count=2375 502 1873 419 224 1764 1235 195 1170 1099 109 529 477 1017 934 163 138 424 241 127 183 114 113
is_linear=0
shrinkage=0.0032998


Tree=9502
num_leaves=18
num_cat=0
split_feature=3 0 3 13 147 3 2 3 2 13 3 3 13 3 157 3 3
split_gain=0.143726 0.0934844 0.0753597 0.0939845 0.0483008 0.0806935 0.076604 0.0855451 0.0728304 0.0752411 0.0956472 0.0539342 0.0513202 0.0477277 0.0456535 0.046823 0.0298621
threshold=0.31343500000000007 -0.026509999999999995 -0.24195999999999998 0.039845000000000012 0.089365000000000014 0.021805000000000001 0.090050000000000005 0.11535000000000002 0.079570000000000016 -1.0000000180025095e-35 -0.081854999999999997 -0.15002999999999997 -0.066934999999999981 -0.083654999999999993 -0.087424999999999989 -0.0072299999999999994 -0.010299999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 16 5 8 -7 -8 9 10 13 -10 -12 -1 -13 -16 -4
right_child=-2 2 3 -5 -6 6 7 -9 11 -11 12 14 -14 -15 15 -17 -18
leaf_value=0.0056777723910193508 -0.0027004079392912005 0.0061895674591419337 0.0039049461798338846 -0.0054939547315390122 0 0.0029873690228113341 0.014927930437664093 0.0057534852521241618 -0.0010096965408647901 0.010541880259467779 0.0046262027942876862 -0.0004454683478300635 -0.00075497398865753706 0.012542153574415248 0.0042747339924464499 -0.00086198923169786463 -0.0010510233122394341
leaf_weight=63 95 63 90 70 69 59 60 57 69 86 167 67 71 55 1127 52 55
leaf_count=63 95 63 90 70 69 59 60 57 69 86 167 67 71 55 1127 52 55
internal_value=0 0.00396947 0.00106909 -0.000422967 0.00437132 0.0045275 0.00797428 0.0104737 0.00418121 0.00605585 0.0049671 0.00354973 0.00301335 0.0088925 0.00380366 0.00404665 0.00201271
internal_weight=0 2280 278 215 2002 1933 176 117 1757 442 356 1315 238 118 1246 1179 145
internal_count=2375 2280 278 215 2002 1933 176 117 1757 442 356 1315 238 118 1246 1179 145
is_linear=0
shrinkage=0.16829


Tree=9503
num_leaves=16
num_cat=0
split_feature=0 15 2 0 13 15 157 15 15 48 1447 1454 0 43 13
split_gain=0.0983704 0.0862616 0.0824054 0.143206 0.0506735 0.0727713 0.0438732 0.100588 0.048622 0.0380844 0.0322112 0.0591542 0.0407214 0.0263719 0.0170787
threshold=-0.026509999999999995 -0.037184999999999996 0.10866500000000003 0.12436000000000001 -0.16392499999999996 -0.080944999999999989 -0.065184999999999979 -0.0087299999999999999 -0.40992999999999996 -0.080269999999999994 -0.085804999999999979 0.078175000000000008 -0.23029499999999997 -0.084794999999999995 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 7 13 -8 -10 -11 12 -12 -6 -15
right_child=1 2 -4 -5 6 -7 8 -9 9 10 11 -13 -14 14 -16
leaf_value=0.0035289703121852366 -0.0044396551680509601 0.00022353058704662574 -0.0033932808672669274 0.011016606040465457 0.00053631758124257644 -0.004529723675470488 -6.3255594551324897e-05 -0.0045751586676077167 0.0086827081605193018 0.00013970466445852178 0.0085544335395750758 0.00936870094160599 0.0038144780115384122 0.0029952340962235949 0.0067741236719420636
leaf_weight=79 82 99 58 54 64 53 78 57 53 58 54 61 1383 79 63
leaf_count=79 82 99 58 54 64 53 78 57 53 58 54 61 1383 79 63
internal_value=0 0.000185555 0.00199155 0.00404459 0.00348551 0.000279672 0.0037016 0.00166818 0.00401754 0.00421649 0.0040632 0.00421392 0.00399385 0.00340442 0.00468444
internal_weight=0 293 211 153 2082 132 1950 263 1687 1609 1556 1498 1437 206 142
internal_count=2375 293 211 153 2082 132 1950 263 1687 1609 1556 1498 1437 206 142
is_linear=0
shrinkage=0.16829


Tree=9504
num_leaves=12
num_cat=0
split_feature=48 0 15 2 2 12 0 48 48 16 12
split_gain=0.0745901 0.0662959 0.188795 0.0732406 0.0539214 0.045401 0.04566 0.0433813 0.0795526 0.0325267 0.0166867
threshold=0.13438000000000003 0.024745000000000003 -0.030229999999999996 0.097145000000000023 -0.013254999999999998 -0.10236499999999998 -0.042364999999999993 0.10990500000000002 0.10184000000000001 0.041625000000000002 0.09334000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 7 8 9 -7 -5
right_child=-2 2 3 10 5 6 -8 -9 -10 -11 -12
leaf_value=0.0069464893595948454 -0.0037275003100971996 -0.0087201321729887243 0.0077579264737371555 -0.0018338878732911466 0.0077343353314316028 0.0032056887222729783 -0.0014080150233417342 0.0073467041526365786 -0.0037188308561446337 0.0012538469627184357 0.0022893201665196475
leaf_weight=94 52 54 55 55 52 1478 74 59 53 293 56
leaf_count=94 52 54 55 55 52 1478 74 59 53 293 56
internal_value=0 0.00270316 -6.84841e-05 0.00273508 0.00299396 0.00280813 0.00267632 0.00283778 0.00269095 0.00288378 0.000230104
internal_weight=0 2323 220 166 2103 2009 1957 1883 1824 1771 111
internal_count=2375 2323 220 166 2103 2009 1957 1883 1824 1771 111
is_linear=0
shrinkage=0.16829


Tree=9505
num_leaves=27
num_cat=0
split_feature=12 2 2 2 49 2 12 16 16 2 3 3 16 43 3 2 47 13 12 43 43 130 13 13 1212 49
split_gain=5.18428 1.37254 1.3059 1.65804 0.489658 0.471926 0.413203 0.284037 0.216914 0.197343 0.186898 0.162554 0.12227 0.0944247 0.112057 0.096255 0.0893867 0.0793599 0.0704656 0.0610413 0.0550047 0.0459105 0.0461953 0.0385864 0.0283322 0.0275542
threshold=0.054520000000000006 0.13106000000000004 0.11353000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.099675000000000014 0.088125000000000023 -0.41163499999999992 -0.15135499999999999 -0.079939999999999983 -0.14818499999999998 -0.082484999999999989 -0.042349999999999992 -0.11278499999999998 -0.14162499999999997 0.091955000000000023 0.091680000000000011 0.066460000000000019 -1.0000000180025095e-35 -0.081204999999999986 -0.0081349999999999981 0.084355000000000027 -0.085164999999999977 -0.087444999999999981 0.082415000000000016 0.082565000000000013
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 6 3 9 8 12 10 -8 -4 -1 -2 21 -5 17 -15 16 -16 -9 -7 -17 25 22 23 -12 -24 -13
right_child=1 -3 4 5 -6 18 7 13 -10 -11 11 20 -14 14 15 19 -18 -19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.00052256440414067318 0.0012014568699685669 0.00045161007154724992 0.00040812939413619798 0.00083388802090802962 0.00060585030783894054 0.00058438207484487253 0.00068643549593712643 0.00073338614814482197 0.00015725689206275381 0.00025627347535063814 0.00092572294290322265 0.0009692911472789752 0.0010134976230881823 0.0010750848124437078 0.0009773561149119237 0.00097833331083704692 0.00085160900293714599 0.00090725424740639206 0.0007433770210660283 0.0008555467365316344 0.0011523999643703964 0.0010516635530730672 0.00093786427235540478 0.0010490501506984471 0.00084418802798255947 0.0010878540517213356
leaf_weight=54 55 63 71 77 72 59 61 53 81 71 56 53 99 60 371 59 80 72 71 263 76 58 167 76 57 53
leaf_count=54 55 63 71 77 72 59 61 53 81 71 56 53 99 60 371 59 80 72 71 263 76 58 167 76 57 53
internal_value=0 0.0009308 0.000586009 0.000692329 0.00038128 0.000823234 0.000948856 0.000907041 0.000274673 0.000371593 0.00101425 0.00099692 0.000935119 0.000921051 0.000934099 0.00092311 0.000955129 0.000833816 0.000671489 0.000878154 0.00108067 0.000960019 0.000944989 0.000996996 0.000914184 0.0010289
internal_weight=0 1733 655 431 224 306 1670 1019 152 125 651 596 176 958 833 773 451 125 130 322 182 414 356 132 224 106
internal_count=2388 1733 655 431 224 306 1670 1019 152 125 651 596 176 958 833 773 451 125 130 322 182 414 356 132 224 106
is_linear=0
shrinkage=0.0032998


Tree=9506
num_leaves=28
num_cat=0
split_feature=4 3 150 3 3 52 150 150 133 42 3 15 4 4 133 484 47 1211 15 49 133 159 42 4 403 4 402
split_gain=4.21692 2.01091 1.0721 0.236321 0.298384 0.292246 0.227483 0.226901 0.19694 0.139821 0.168427 0.115862 0.106604 0.120419 0.101645 0.0789136 0.0860796 0.0559622 0.0549186 0.052082 0.0425705 0.0410714 0.0657174 0.0326321 0.0323314 0.0429397 0.0108801
threshold=0.30163500000000004 -0.066704999999999987 0.083435000000000023 -0.0062049999999999996 0.10812000000000001 -0.037619999999999994 0.093625000000000014 0.081245000000000026 0.088385000000000005 -0.042074999999999994 -0.095119999999999996 -0.039984999999999993 0.51286500000000013 0.50113000000000019 0.39024000000000009 -0.15341999999999997 0.10323000000000002 0.080280000000000004 -1.0000000180025095e-35 0.083250000000000005 0.024130000000000002 -0.0083249999999999973 0.086275000000000004 0.03851000000000001 0.0054350000000000006 -0.083354999999999985 -0.43995499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 18 -3 -4 12 9 10 -1 23 13 -2 21 -11 17 19 -5 -17 -7 -13 -23 -10 25 -12 -16
right_child=7 2 6 4 -6 20 -8 -9 11 15 24 14 -14 -15 26 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.00094763330330148486 0.00053502619364663407 0.00069148902435985722 0.00074758687516645543 0.0010701630096226927 0.00088280345928809425 0.0010297624768823468 0.00046716202408379385 0.00080179037504977339 0.001031654208646269 0.0012919629009022114 0.0011764243755129108 0.0010652839844814631 0.00049421262577389533 0.00075226051109815136 0.0010581079108030491 0.0011456466698617934 0.0010335865188219574 0.0012682227739306757 0.0012071809499969821 0.001233322817716528 0.0009010648461427349 0.0010931022668017201 0.0012531789380410816 0.00092268571989547051 0.0012093110778159004 0.0010539555353767161 0.00097342132519311118
leaf_weight=79 57 60 75 77 82 72 56 64 78 56 61 53 98 58 53 572 61 63 68 99 58 55 72 66 52 90 53
leaf_count=79 57 60 75 77 82 72 56 64 78 56 61 53 98 58 53 572 61 63 68 99 58 55 72 66 52 90 53
internal_value=0 0.00106146 0.000889145 0.000971105 0.00104384 0.000884024 0.00062798 0.000628089 0.00112185 0.00114506 0.00107968 0.0010606 0.000575732 0.000644894 0.00110008 0.00116668 0.00115781 0.00116809 0.00113466 0.00115864 0.000972615 0.00114933 0.00118413 0.000981955 0.0011309 0.00110366 0.0010161
internal_weight=0 2111 548 417 227 190 131 277 1563 1133 282 430 213 115 286 851 795 734 145 671 130 180 127 144 203 151 106
internal_count=2388 2111 548 417 227 190 131 277 1563 1133 282 430 213 115 286 851 795 734 145 671 130 180 127 144 203 151 106
is_linear=0
shrinkage=0.0032998


Tree=9507
num_leaves=25
num_cat=0
split_feature=4 3 3 43 0 16 43 4 4 48 13 0 15 13 16 0 0 3 4 1213 0 13 133 15
split_gain=4.04923 1.50636 0.70737 0.36338 0.320821 0.307309 0.240477 0.20641 0.193231 0.192769 0.174081 0.154024 0.142022 0.12307 0.121898 0.103719 0.0885271 0.0857503 0.0717919 0.0736099 0.0574167 0.0430099 0.0296662 0.0358922
threshold=0.30163500000000004 -0.050489999999999993 0.25468500000000005 -0.033174999999999989 -0.076329999999999995 -0.14483499999999996 -0.11741999999999998 0.049545000000000006 -0.47860499999999995 0.092205000000000023 -0.009329999999999998 -0.097199999999999995 0.016500000000000004 -0.0068799999999999998 -0.15796999999999997 -0.043914999999999989 -0.098179999999999976 0.088465000000000002 -0.088004999999999986 -0.12254999999999999 -0.10891999999999999 -0.085409999999999986 0.41423000000000004 0.095330000000000012
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 4 3 9 7 13 -6 11 -8 10 -3 -1 16 20 -9 22 17 -5 -13 -20 -2 -21 23 -10
right_child=5 2 -4 12 6 -7 8 14 15 -11 -12 18 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 -25
leaf_value=0.00096404454382216628 0.00021648649112338057 0.00070955908548125447 0.00021006842076031436 0.00067543787284369964 0.00050660134156682547 0.00010651722471441992 0.0009179816643241532 0.00077574276357363374 0.0007230654629835887 0.00032440495766293992 0.00044161842526875794 0.00069963912829025814 0.00083798279667799368 0.00045799044343608307 0.00056613734187923909 0.00056755711819293916 0.00072422170846041961 0.00048447014407235005 0.0009363422279709357 0.00085362035088380544 0.00036501653930478645 0.00079799462694538331 0.00066402661448078187 0.00082287608281058147
leaf_weight=84 54 52 53 55 58 63 56 71 165 52 56 60 58 96 56 52 96 52 61 235 64 613 65 61
leaf_count=84 54 52 53 55 58 63 56 71 165 52 56 60 58 96 56 52 96 52 61 235 64 613 65 61
internal_value=0 0.000734438 0.000570352 0.000615625 0.000781928 0.000309873 0.000707094 0.000810881 0.00073615 0.000491045 0.000570953 0.000826199 0.00069186 0.000369574 0.000683596 0.00070636 0.000649937 0.00058296 0.000814213 0.000821737 0.000297344 0.000813451 0.000731043 0.000750161
internal_weight=0 2111 474 421 1637 277 457 1180 399 160 108 1053 261 214 127 343 203 107 969 909 118 848 291 226
internal_count=2388 2111 474 421 1637 277 457 1180 399 160 108 1053 261 214 127 343 203 107 969 909 118 848 291 226
is_linear=0
shrinkage=0.0032998


Tree=9508
num_leaves=23
num_cat=0
split_feature=1 52 1 48 10 147 12 1 1 39 49 402 42 1213 52 0 0 403 0 12 43 160
split_gain=3.04314 0.661076 0.380796 0.209982 0.202201 0.19201 0.182526 0.17913 0.172677 0.143498 0.116701 0.117645 0.105789 0.142986 0.10041 0.0951979 0.0677588 0.0565488 0.0543324 0.0361555 0.0304509 0.0259598
threshold=0.10684 -0.24526499999999998 0.12337000000000002 0.092475000000000016 -1.0000000180025095e-35 0.088610000000000008 0.088125000000000023 0.092810000000000017 0.078015000000000015 0.087735000000000021 0.091325000000000003 -0.0088649999999999979 -0.095859999999999987 -0.088569999999999996 -0.023474999999999996 -0.14989499999999997 -0.11912999999999999 -0.092224999999999988 -0.080474999999999977 0.099815000000000015 -0.0030199999999999997 -0.013324999999999998
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 5 -4 6 7 12 -5 -6 11 17 -1 -14 -3 -15 -16 -8 -12 21 -21 -13
right_child=1 2 4 8 9 -7 10 -9 -10 -11 18 19 13 15 16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.00058364077344957139 0.00070411317606236166 0.00032101965646857164 5.3972275450925846e-05 0.00061920750809124571 0.00036263179515171127 0.00046281708574402838 0.00062843725547042522 0.00056352101156064002 0.00039308504173379946 0.0001563952187816889 0.00048465076556923262 0.00073760700658957712 0.00089059595415179099 0.00083252324634542241 0.00038415748810259316 0.0007021691993841034 0.00053578282748662452 0.00049225249373866247 0.00060895326669431406 0.00067440069074367886 0.00056077560188536654 0.00067402881087195088
leaf_weight=60 54 82 60 103 93 52 79 92 59 62 74 114 58 72 60 574 76 64 91 63 54 292
leaf_count=60 54 82 60 103 93 52 79 92 59 62 74 114 58 72 60 574 76 64 91 63 54 292
internal_value=0 0.000359313 0.000316232 0.000651852 0.000217349 0.000662525 0.00066866 0.000702856 0.000537072 0.000280364 0.000633392 0.000653153 0.000719588 0.000731125 0.000413592 0.000716752 0.000469148 0.000567734 0.000553419 0.000676441 0.000622259 0.000691968
internal_weight=0 487 433 1901 215 1739 1687 856 162 155 831 666 764 704 218 646 136 143 165 523 117 406
internal_count=2388 487 433 1901 215 1739 1687 856 162 155 831 666 764 704 218 646 136 143 165 523 117 406
is_linear=0
shrinkage=0.0032998


Tree=9509
num_leaves=16
num_cat=0
split_feature=15 3 123 14 3 0 0 1429 0 484 123 0 133 133 49
split_gain=5.13612 2.45332 1.23885 0.879019 0.441959 0.434707 0.561269 0.214174 0.204515 0.188844 0.134258 0.146111 0.13077 0.147586 0.13943
threshold=-0.24042999999999998 0.11372500000000001 1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.14666499999999996 -0.07409499999999998 -0.0079199999999999982 -0.071844999999999978 -0.071284999999999987 0.085740000000000011 -0.11073999999999999 0.087950000000000014 0.044405000000000007 0.089355000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 -3 -2 12 -8 -4 -9 11 -1 13 -7 -14
right_child=1 4 8 -5 -6 6 7 9 -10 -11 -12 -13 14 -15 -16
leaf_value=0.00063068716237399207 0.00079269577339328989 0.00069764224849596876 0.00081267306820620943 0.0014191084545130237 0.0003034990143364495 0.0010601578241771629 0.0011101159275430687 0.0010882233053955276 0.00054979332884146895 0.00087654852307392499 0.00030682984535991727 0.00041209911326520063 0.0010445975763003746 0.0011670416973248497 0.00088641107971597474
leaf_weight=53 95 74 73 60 54 756 64 54 60 382 63 95 235 183 87
leaf_count=53 95 74 73 60 54 756 64 54 60 382 63 95 235 183 87
internal_value=0 0.000975426 0.00100313 0.00102455 0.000531638 0.00101177 0.00102357 0.000929447 0.000694346 0.000902846 0.000435908 0.000490615 0.00106087 0.00108103 0.00100197
internal_weight=0 2177 2049 1916 128 1856 1761 500 133 436 211 148 1261 939 322
internal_count=2388 2177 2049 1916 128 1856 1761 500 133 436 211 148 1261 939 322
is_linear=0
shrinkage=0.0032998


Tree=9510
num_leaves=21
num_cat=0
split_feature=1 3 4 12 1 2 14 2 2 15 16 12 16 15 4 12 12 12 13 42
split_gain=6.91182 0.968155 1.15703 0.785039 0.817094 0.396825 0.451507 0.212095 0.370176 0.221848 0.205698 0.262043 0.149037 0.181023 0.162929 0.230165 0.108492 0.0891999 0.0572594 0.0327431
threshold=0.10915500000000002 -0.048154999999999996 0.30163500000000004 -0.011819999999999999 0.092655000000000015 0.099675000000000014 0.054835000000000009 0.14530500000000005 -1.0000000180025095e-35 -0.077559999999999976 0.52152000000000009 0.086085000000000009 0.081265000000000018 -0.031659999999999994 -0.093344999999999997 0.082780000000000006 0.095165000000000013 0.08598500000000002 -0.059914999999999989 -1.0000000180025095e-35
decision_type=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 4 -1 6 12 8 -3 -10 11 -7 14 -14 -5 -16 -13 -17 -18 -20
right_child=1 7 -4 5 -6 10 -8 -9 9 -11 -12 16 13 -15 15 17 18 -19 19 -21
leaf_value=0.00087086381430022115 0.000861969030760774 0.00010461856998706264 0.00024074898012637101 0.00069495480834074874 0.00037048251979335907 0.0005467358889638368 0.0011646771534806592 0.00011213172606598968 0.00031424782680085936 0.00057567039022961763 0.0009367975617565747 0.00091373448080700871 0.0008541477620883361 0.0010895025819427874 0.00071349889457936796 0.00093913970089394235 0.00082849529436670305 0.00086992291222498703 0.0007519533781737243 0.00063365147240252427
leaf_weight=69 81 61 55 59 74 66 64 69 99 56 67 56 69 79 90 300 61 769 64 53
leaf_count=69 81 61 55 59 74 66 64 69 99 56 67 56 69 79 90 300 61 769 64 53
internal_value=0 0.000381719 0.000610999 0.00084832 0.000612172 0.000867092 0.000892089 0.000272185 0.000323149 0.000408925 0.000769597 0.000732138 0.000879292 0.000980014 0.000867024 0.000875753 0.00078428 0.000889381 0.000743355 0.000698665
internal_weight=0 421 136 1940 143 1797 1430 285 216 155 367 300 1366 148 1218 1159 234 1069 178 117
internal_count=2361 421 136 1940 143 1797 1430 285 216 155 367 300 1366 148 1218 1159 234 1069 178 117
is_linear=0
shrinkage=0.0032998


Tree=9511
num_leaves=14
num_cat=0
split_feature=1 1455 43 133 1212 133 1 43 400 147 1 0 0
split_gain=0.300756 0.0686732 0.0679881 0.0607573 0.0669303 0.0864829 0.0717593 0.10426 0.0606816 0.0616446 0.0575077 0.0534442 0.0315008
threshold=0.12337000000000002 -0.072959999999999983 -0.046639999999999994 -0.4582 0.089995000000000019 0.044405000000000007 0.10915500000000002 -0.079689999999999983 -0.082339999999999983 0.087210000000000024 0.14262000000000002 -0.14989499999999997 -0.12608499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 6 -6 8 -8 -5 11 -4 -10 -9
right_child=2 3 10 4 5 -7 7 12 9 -11 -12 -13 -14
leaf_value=0.011097360181275252 0.0031099820350773332 0.010934338212740263 0.00037421551725060829 0.0020607762327882802 0.0054908620469423111 -0.0030470926224213791 -0.0029232294217615162 0.002604070390792473 0.010632334320591337 0.0018348703315922666 -0.0068978708819667197 0.0067308587449621633 0.0079823287639073058
leaf_weight=82 97 72 69 82 94 52 57 55 109 69 55 1394 74
leaf_count=82 97 72 69 82 94 52 57 55 109 69 55 1394 74
internal_value=0 0.00629456 -0.000218555 0.00610232 0.00592623 0.00243764 0.00620207 0.00304996 0.00655545 0.00678877 -0.00283682 0.007015 0.0057032
internal_weight=0 2140 221 2058 1986 146 1840 186 1654 1572 124 1503 129
internal_count=2361 2140 221 2058 1986 146 1840 186 1654 1572 124 1503 129
is_linear=0
shrinkage=0.16829


Tree=9512
num_leaves=18
num_cat=0
split_feature=1 12 1 2 47 14 12 160 3 52 148 2 1447 15 3 13 16
split_gain=6.48677 1.51068 0.742623 0.728279 0.467165 0.399455 0.276298 0.271506 0.297668 0.22766 0.208389 0.151444 0.128845 0.125642 0.187696 0.0770821 0.0768661
threshold=0.11684000000000001 -0.011819999999999999 0.092655000000000015 0.099675000000000014 0.085505000000000012 0.054835000000000009 0.085665000000000005 -0.067104999999999984 -0.010299999999999998 -0.5335399999999999 -0.0084749999999999982 0.11123500000000001 -0.086219999999999977 -0.087984999999999994 -0.072579999999999992 0.056910000000000009 0.25032500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 9 11 -2 -9 -3 -11 -5 -12 -8 15 -15 -14
right_child=4 3 -4 6 -6 -7 13 8 -10 10 12 -13 16 14 -16 -17 -18
leaf_value=0.00090009560401301957 0.00052848758764379334 0.0011830036469606296 0.0004564969128025005 0.00082112229581769247 0.0006142184739483242 0.0012481398037735541 0.00074531584682246532 0.00042079577520299046 0.0001300189796368552 0.00076446940710538666 0.0011196350958713578 0.00058513305880093227 0.0009783834229914923 0.0010625377649141014 0.00080462062452832221 0.00090753066112487699 0.00084707448816931776
leaf_weight=69 54 60 103 61 87 65 55 68 89 52 72 61 1163 87 93 67 55
leaf_count=69 54 60 103 61 87 65 55 68 89 52 72 61 1163 87 93 67 55
internal_value=0 0.000931341 0.000634657 0.000958308 0.000410291 0.000993252 0.000837324 0.000326041 0.000256185 0.00098141 0.00097237 0.000703416 0.000980723 0.000891302 0.000923666 0.000995328 0.000972483
internal_weight=0 2063 172 1891 298 1467 424 211 157 1402 1342 122 1290 302 247 154 1218
internal_count=2361 2063 172 1891 298 1467 424 211 157 1402 1342 122 1290 302 247 154 1218
is_linear=0
shrinkage=0.0032998


Tree=9513
num_leaves=22
num_cat=0
split_feature=1 1 3 4 2 16 0 1456 4 3 16 0 3 16 4 51 49 43 133 51 4
split_gain=4.94165 0.869953 0.559086 0.370437 0.314143 0.327595 0.234512 0.180196 0.169827 0.158364 0.145783 0.418225 0.180976 0.171325 0.104113 0.0838866 0.074847 0.0696559 0.0634485 0.05821 0.0541493
threshold=0.10915500000000002 0.13075500000000004 -0.049204999999999992 0.50373500000000015 0.099675000000000014 0.52152000000000009 -0.14454499999999995 -0.084824999999999998 0.056815000000000011 -0.090624999999999997 0.081265000000000018 -0.067659999999999984 0.021805000000000001 0.25032500000000008 0.05864500000000001 0.081440000000000026 0.10311000000000002 -0.06513999999999999 -0.010174999999999998 0.094785000000000022 0.046720000000000005
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=4 2 14 -3 7 6 -6 -1 -4 -8 11 12 15 -12 -2 20 17 -11 -19 -17 -9
right_child=1 3 8 -5 5 -7 9 10 -10 16 13 -13 -14 -15 -16 19 -18 18 -20 -21 -22
leaf_value=0.00095501102950893845 0.00081723639319395455 0.00036423041854241118 0.00025482887089019266 6.0904126250475086e-05 0.00050321982243706892 0.00092629944929998025 0.00054958644047484369 0.00083801071138785849 0.00048991791838092836 0.00087450587860365633 0.0010328942852712254 0.00051028716228128141 0.00062974925434315784 0.00080350852328709885 0.00060487560056807286 0.00064823475048082259 0.00065275756655893346 0.00081751700443091551 0.00065536584439444281 0.00079504498271729292 0.00075825720800099504
leaf_weight=100 52 95 59 82 70 69 52 893 80 68 67 54 60 81 53 52 64 56 57 82 115
leaf_count=100 52 95 59 82 70 69 52 893 80 68 67 54 60 81 53 52 64 56 57 82 115
internal_value=0 0.000400369 0.000528232 0.000223905 0.000794949 0.000716306 0.00067673 0.000817724 0.000390385 0.000717505 0.00080792 0.000796148 0.000808961 0.00090759 0.00071038 0.000818346 0.000753002 0.000788252 0.000736036 0.000738337 0.000828947
internal_weight=0 421 244 177 1940 436 367 1504 139 297 1404 1256 1202 148 105 1142 245 181 113 134 1008
internal_count=2361 421 244 177 1940 436 367 1504 139 297 1404 1256 1202 148 105 1142 245 181 113 134 1008
is_linear=0
shrinkage=0.0032998


Tree=9514
num_leaves=15
num_cat=0
split_feature=15 3 39 0 447 12 12 11 3 43 40 0 0 43
split_gain=3.27597 1.50126 0.884441 0.309005 0.228281 0.207057 0.187158 0.224632 0.368151 0.133295 0.128215 0.119264 0.0743298 0.0711567
threshold=-0.24269999999999997 0.10812000000000001 0.081875000000000017 -0.097199999999999995 0.084700000000000011 -0.040564999999999997 0.11589000000000001 1.0000000180025095e-35 -0.11756999999999999 -0.070049999999999987 -0.061244999999999994 -0.10023499999999998 -0.10653 -0.085474999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 6 10 7 8 -2 13 -1 -10 -9 -4
right_child=1 3 9 -5 -6 -7 -8 12 11 -11 -12 -13 -14 -15
leaf_value=0.000282845157708574 0.00049231199032322582 0.00026305149840946565 0.00052117489891582969 0.00057583633706555627 0.00053743858360535371 0.00038079705440859264 0.00060950487358950301 0.00098371655328499674 0.00067625936024719917 0.00063596922658900516 5.6440260253964011e-05 0.00077246247057489537 0.0008238736823112904 0.00035202211924282743
leaf_weight=53 58 91 53 56 55 89 93 59 164 52 57 1340 81 60
leaf_count=53 58 91 53 56 55 89 93 59 164 52 57 1340 81 60
internal_value=0 0.000704886 0.000728391 0.000382447 0.000749075 0.000262157 0.00075554 0.000763498 0.000752004 0.000496269 0.000165847 0.000761996 0.000891488 0.000431671
internal_weight=0 2162 2015 147 1850 199 1795 1702 1562 165 110 1504 140 113
internal_count=2361 2162 2015 147 1850 199 1795 1702 1562 165 110 1504 140 113
is_linear=0
shrinkage=0.0032998


Tree=9515
num_leaves=15
num_cat=0
split_feature=4 11 1210 15 159 49 2 12 49 2 2 484 1 15
split_gain=0.254917 0.098878 0.0870397 0.0853058 0.167848 0.0603419 0.0754224 0.0591328 0.0588691 0.0796068 0.0488724 0.0477771 0.0429285 0.0284513
threshold=0.40124500000000002 0.091795000000000015 -0.079504999999999978 -0.42759999999999992 0.10607000000000001 -0.089819999999999983 -0.007134999999999999 -0.036614999999999988 -0.014169999999999999 0.092235000000000025 0.10161500000000002 -0.042224999999999992 0.081755000000000008 -0.19301999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 12 -7 10 9 -9 -8 -10 -4 -5
right_child=3 -3 5 13 -6 6 7 8 11 -11 -12 -13 -14 -15
leaf_value=0.011745135239418511 0.0097116330374396546 0.014348800216487089 0.0067620082583794679 -0.004961123773006608 -0.0028219077948138595 0.00034538867966479923 0.013864529940393042 0.0066407582171439383 0.0046130183220609924 -0.0016270017539638565 0.0071614005143880973 0.007113668853332953 0.013291244226865465 0.0004523620710573057
leaf_weight=103 70 53 53 53 53 56 57 74 267 59 71 1257 66 56
leaf_count=103 70 53 53 53 53 56 57 74 267 59 71 1257 66 56
internal_value=0 0.00713954 0.00695346 0.00125366 0.0042964 0.00670074 0.00646075 0.0066516 0.00637947 0.0029596 0.0101604 0.00667674 0.0103984 -0.0021634
internal_weight=0 2116 2063 232 123 1960 1841 1785 1657 133 128 1524 119 109
internal_count=2348 2116 2063 232 123 1960 1841 1785 1657 133 128 1524 119 109
is_linear=0
shrinkage=0.16829


Tree=9516
num_leaves=26
num_cat=0
split_feature=4 2 12 12 13 11 2 0 13 0 4 4 2 2 4 4 43 0 12 51 402 482 4 4 48
split_gain=9.99365 4.45625 2.27158 1.06153 0.872263 0.432707 0.439438 0.412085 0.398581 0.387801 0.353386 0.345639 0.282612 0.265342 0.26156 0.178897 0.164032 0.120754 0.0821515 0.0800937 0.0790114 0.0821893 0.0731502 0.0617321 0.0341379
threshold=0.30163500000000004 0.14106500000000002 0.077755000000000005 -0.093429999999999985 -0.00038499999999999998 1.0000000180025095e-35 0.092120000000000021 -0.17785499999999996 0.0066850000000000008 -0.068669999999999995 0.0063250000000000008 -0.14538499999999996 0.089625000000000024 0.10161500000000002 0.032965000000000001 0.51286500000000013 -0.0084099999999999991 -0.083674999999999986 0.089605000000000018 -1.0000000180025095e-35 0.10607000000000001 0.090960000000000013 -0.077679999999999985 0.08734500000000002 1.0000000180025095e-35
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=1 2 4 -2 10 6 16 -5 11 -7 13 -6 -13 -1 19 -9 20 18 -18 -8 21 -4 -19 -16 -21
right_child=3 -3 5 7 8 9 14 15 -10 -11 -12 12 -14 -15 23 -17 17 22 -20 24 -22 -23 -24 -25 -26
leaf_value=0.00081451455989111721 2.69195445817432e-05 0.0003478033042083762 0.0012431237737118217 0.0008075087991891791 0.0013684966412445376 0.0016134798425995994 0.0012829495806464008 0.0005578431625234677 0.00084698044713989542 0.0012523047226781052 0.0010082148094395511 0.0012291336396146688 0.00088097219115501819 0.00050260776432296296 0.00089652584042806418 0.00031402805270814297 0.0014071833509735562 0.0011758483278520497 0.0012468635373772117 0.0011683383672191384 0.0010938499441020485 0.0011002702013987399 0.0013329776935970331 0.0010622523639113811 0.0010627523664496308
leaf_weight=72 52 73 643 53 63 60 63 87 55 74 53 52 52 52 53 54 149 91 52 173 53 52 59 55 53
leaf_count=72 52 73 643 53 63 60 63 87 55 74 53 52 52 52 53 54 149 91 52 173 53 52 59 55 53
internal_value=0 0.00114949 0.00117832 0.000446314 0.000954767 0.00123302 0.00121676 0.000558548 0.00109293 0.00141429 0.00078128 0.00117372 0.00105539 0.000683999 0.0011218 0.000464717 0.00125103 0.00131128 0.00136588 0.0011742 0.00122271 0.00123249 0.00123789 0.00098125 0.00114373
internal_weight=0 2102 2029 246 399 1630 1496 194 222 134 177 167 104 124 397 141 1099 351 201 289 748 695 150 108 226
internal_count=2348 2102 2029 246 399 1630 1496 194 222 134 177 167 104 124 397 141 1099 351 201 289 748 695 150 108 226
is_linear=0
shrinkage=0.0032998


Tree=9517
num_leaves=29
num_cat=0
split_feature=12 30 3 12 3 39 52 124 3 12 12 1446 160 151 12 133 133 3 12 11 133 160 52 131 3 131 133 52
split_gain=3.34183 0.580455 0.597695 0.539623 0.460503 0.329778 0.305944 0.16424 0.162481 0.158541 0.146505 0.102566 0.0831475 0.122493 0.0828947 0.0794458 0.070903 0.0657907 0.0596417 0.114742 0.110595 0.0690582 0.0625903 0.0513185 0.0486825 0.044029 0.0364667 0.0281842
threshold=0.077755000000000005 0.086065000000000016 0.11745500000000002 0.092495000000000008 -0.0047649999999999993 0.086210000000000023 0.0043000000000000009 -0.082254999999999981 0.091170000000000015 0.13820000000000002 0.083570000000000019 0.088500000000000009 -0.015149999999999999 -0.082229999999999984 0.086850000000000024 0.087985000000000022 -0.42671999999999993 0.31534000000000006 0.10771500000000002 0.080455000000000013 0.0061750000000000008 -0.054789999999999998 0.0085900000000000021 0.087705000000000019 -0.085754999999999984 0.087705000000000019 0.085005000000000011 0.085175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 6 8 7 -1 -6 16 -2 12 15 -14 26 23 -5 -4 19 20 21 -18 -20 24 -12 -16 -15 -22
right_child=3 -3 17 9 5 -7 -8 -9 -10 -11 11 -13 13 14 25 -17 18 -19 22 -21 27 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00055099273179333419 0.00099351877847987657 0.00019881437906446307 0.00043748025996228658 0.0008664179043698123 0.00092353703610137535 0.0005063812359493489 0.00071311810995638796 0.00032859318729522074 0.00070767420432474412 0.00055594486266712019 0.00078217570689479354 0.000976261549765147 0.00071399520538803604 0.00089348223875991074 0.00082151327186470713 0.00069052066771855679 0.00057062430091067305 0.00029571393494136903 0.00060705653481584485 0.00088524807704878092 0.00075323421132087777 0.00071490979305273102 0.00076153638109336134 0.0007279072512777386 0.00091711213663333744 0.00092122978898438767 0.00099838203911510625 0.00084011486797624067
leaf_weight=66 78 55 84 54 70 56 57 83 89 52 59 61 64 135 302 78 52 66 74 66 114 147 52 52 72 66 61 83
leaf_count=66 78 55 84 54 70 56 57 83 89 52 59 61 64 135 302 78 52 66 74 66 114 147 52 52 72 66 61 83
internal_value=0 0.000523573 0.000554792 0.000805302 0.000618647 0.000725853 0.000506587 0.000427342 0.00080293 0.000733845 0.000853508 0.000841975 0.000832721 0.000853911 0.000869726 0.000781601 0.000748199 0.000375338 0.000737283 0.000755259 0.000733505 0.000677384 0.00067109 0.00082023 0.000856608 0.000839493 0.000926309 0.000790018
internal_weight=0 626 571 1722 421 215 206 149 159 694 1028 950 889 628 564 261 642 150 588 462 396 199 126 183 131 368 196 197
internal_count=2348 626 571 1722 421 215 206 149 159 694 1028 950 889 628 564 261 642 150 588 462 396 199 126 183 131 368 196 197
is_linear=0
shrinkage=0.0032998


Tree=9518
num_leaves=21
num_cat=0
split_feature=4 3 3 43 3 15 1375 133 12 13 52 52 39 12 13 43 15 160 12 124
split_gain=0.239967 0.113695 0.0962421 0.19587 0.258666 0.089176 0.0568462 0.0604796 0.0656963 0.0686593 0.073542 0.0536512 0.0485906 0.0665482 0.0839844 0.0324235 0.031351 0.0274663 0.0215384 0.0169969
threshold=0.40124500000000002 0.13524500000000003 -0.12077499999999998 -1.0000000180025095e-35 -0.24098999999999995 -0.46503999999999995 -0.096099999999999977 0.087415000000000007 0.089625000000000024 -0.083669999999999981 -0.0093349999999999978 0.51307000000000014 0.085095000000000018 -0.010219999999999998 -0.117405 -0.040789999999999993 -0.22805999999999996 -0.054789999999999998 0.096780000000000019 -1.0000000180025095e-35
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 5 3 -1 -5 -2 -4 11 9 -9 -11 12 13 -8 -15 17 -7 -10 -19 -14
right_child=1 -3 6 4 -6 16 7 8 15 10 -12 -13 19 14 -16 -17 -18 18 -20 -21
leaf_value=0.0046028228019335338 0.0084553260983269065 -0.0047851452022278423 0.001442694986125211 0.0082005729713205272 0.024130392103209792 -0.0022693864133337483 0.0019189151015239058 0.0069468045867989844 0.0091734421863402318 -0.0032116938517480348 0.0048848527408550139 0.0023178571619664307 0.0091453250643614113 0.0012062375249717999 0.0081704587917529846 0.0095739763386439129 0.003566861237771305 0.0065890477461120643 0.0024137298806788483 0.013627428953239356
leaf_weight=85 69 59 53 66 52 52 57 84 52 65 62 52 52 52 1086 102 52 75 69 52
leaf_count=85 69 59 53 66 52 52 57 84 52 65 62 52 52 52 1086 102 52 75 69 52
internal_value=0 0.00158089 0.00729241 0.0107924 0.0152357 0.00376235 0.00692006 0.00707517 0.00549923 0.00321153 0.000726805 0.00766759 0.00788036 0.00757223 0.00785381 0.00711302 0.000631463 0.00582315 0.00460085 0.0114037
internal_weight=0 232 2116 203 118 173 1913 1860 509 211 127 1351 1299 1195 1138 298 104 196 144 104
internal_count=2348 232 2116 203 118 173 1913 1860 509 211 127 1351 1299 1195 1138 298 104 196 144 104
is_linear=0
shrinkage=0.16829


Tree=9519
num_leaves=22
num_cat=0
split_feature=1 12 1 14 12 4 1 1 4 12 43 12 40 13 4 12 43 4 0 12 43
split_gain=8.63379 1.89229 0.937186 0.751122 0.517081 0.432722 0.425163 0.352887 0.316536 0.290544 0.235554 0.218445 0.171285 0.155473 0.128762 0.121328 0.123464 0.074914 0.0598459 0.0557826 0.0207931
threshold=0.10538500000000002 0.087245000000000003 0.12394500000000001 0.054835000000000009 0.054520000000000006 0.055260000000000011 0.14641500000000005 0.092655000000000015 -0.021399999999999995 -1.0000000180025095e-35 -0.024279999999999996 0.083570000000000019 -0.078819999999999987 -0.010419999999999997 0.0099250000000000015 0.099815000000000015 -0.14188999999999999 -0.085574999999999984 -0.063519999999999979 0.092900000000000024 -0.073574999999999988
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 6 14 4 7 11 8 9 -2 -1 12 -6 -10 -12 -3 16 -13 -18 20 -7 -17
right_child=1 2 -4 -5 5 19 -8 -9 10 -11 13 15 -14 -15 -16 18 17 -19 -20 -21 -22
leaf_value=0.0010802369092892082 0.00063901391586228544 0.0010629968808833488 0.00041099429571379018 0.0013271310851326319 0.0012101285971202645 0.00089589251612078448 8.5218456936509893e-05 0.00068577341499374638 0.00036959304500445669 0.00080620814836792904 0.00033218968943659119 0.00088088700213779418 0.00010183678356087243 0.00057196409348782599 0.00084018339307644692 0.001023252094688294 0.0011025994744776873 0.0010188965855206483 0.00082896198706971776 0.00076219752753429624 0.00092912049266221915
leaf_weight=80 52 55 52 69 63 74 54 101 53 93 60 67 52 60 64 55 148 885 52 75 84
leaf_count=80 52 55 52 69 63 74 54 101 53 93 60 67 52 60 64 55 148 885 52 75 84
internal_value=0 0.000499709 0.000781747 0.000987926 0.000974735 0.000998895 0.000353897 0.00084208 0.000406147 0.00093313 0.000352173 0.00101758 0.000237325 0.00045237 0.00094346 0.00100816 0.00102182 0.00103092 0.000929327 0.000828833 0.00096662
internal_weight=0 502 171 1846 1777 1503 331 274 277 173 225 1354 105 120 119 1291 1100 1033 191 149 139
internal_count=2348 502 171 1846 1777 1503 331 274 277 173 225 1354 105 120 119 1291 1100 1033 191 149 139
is_linear=0
shrinkage=0.0032998


Tree=9520
num_leaves=31
num_cat=0
split_feature=3 3 3 15 15 150 12 15 47 0 3 0 0 3 0 0 52 402 12 133 130 15 49 3 3 3 52 52 3 12
split_gain=4.5604 1.53307 0.904605 0.837265 0.682649 0.330487 0.308133 0.292373 0.22813 0.209799 0.206172 0.195301 0.278341 0.122377 0.105931 0.117945 0.100599 0.0995612 0.0986468 0.0745802 0.064877 0.0773038 0.0316667 0.0311395 0.0390108 0.0394075 0.0255901 0.0243063 0.0144152 0.00533415
threshold=-0.06340999999999998 0.31343500000000007 -0.11197999999999998 -0.37478999999999996 -0.035449999999999988 0.091355000000000006 0.092755000000000018 0.03981500000000001 0.10980000000000002 -0.077584999999999987 0.081640000000000004 -0.10803999999999998 -0.15202999999999997 -0.22740999999999997 -0.10120999999999998 -0.086034999999999986 0.074235000000000009 0.085345000000000018 0.10823500000000001 0.086100000000000024 -0.004324999999999999 0.084785000000000013 0.092470000000000011 -0.07964499999999998 -0.082404999999999992 -0.086049999999999988 0.10263500000000002 0.40438500000000005 -0.080634999999999984 0.085965000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 8 14 13 9 11 19 12 -5 -6 -4 23 18 20 22 -11 -17 -22 28 24 25 -16 -18 -28 -8 -26
right_child=1 -3 6 5 7 -7 16 -9 -10 10 -12 -13 -14 -15 15 17 26 -19 -20 -21 21 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.00056340631839232728 0.00042799148474140198 0.00027138302287647533 0.00089881258149561406 0.00099370439347900132 0.00090938928387513307 0.00056324066284309617 0.00090323513610432069 0.0010872719652150152 0.00060111232524574624 0.00057398452730354906 0.00090889905731529716 0.0010622140962949778 0.00069630835352281234 0.00069287700183586496 0.0011350486988411677 0.0011134189135266444 0.001068730767694524 0.0011475050509517197 0.00076276187050583998 0.0007507387686998216 0.0010356300589961787 0.00094098475599042734 0.00085594042073926474 0.0010197435527889481 0.0011311657794133572 0.0010290317975422719 0.00091593548586895324 0.0010231174064816188 0.00098428029037426448 0.0011966897180445883
leaf_weight=88 91 97 54 67 69 71 53 70 52 54 59 64 73 52 87 57 53 64 52 56 205 202 57 54 70 93 57 59 96 61
leaf_count=88 91 97 54 67 69 71 53 70 52 54 59 64 73 52 87 57 53 64 52 56 205 202 57 54 70 93 57 59 96 61
internal_value=0 0.00065627 0.000976842 0.000719811 0.000804917 0.000773279 0.00101173 0.000916005 0.000808285 0.000837073 0.000749894 0.000909122 0.000838885 0.000816634 0.00104523 0.00105405 0.000937332 0.00102158 0.00089504 0.000664289 0.00100413 0.000988743 0.000928259 0.00110092 0.0011149 0.00108047 0.00100169 0.000970754 0.000955689 0.00116195
internal_weight=0 684 1653 587 279 496 1374 191 425 373 169 204 140 121 947 893 427 528 258 110 464 407 206 365 311 180 169 116 149 131
internal_count=2337 684 1653 587 279 496 1374 191 425 373 169 204 140 121 947 893 427 528 258 110 464 407 206 365 311 180 169 116 149 131
is_linear=0
shrinkage=0.0032998


Tree=9521
num_leaves=17
num_cat=0
split_feature=1 4 4 148 43 4 0 15 157 4 1 12 47 4 1 13
split_gain=0.214497 0.0985693 0.091563 0.0696545 0.0657212 0.116868 0.0950481 0.0735021 0.0624739 0.0486473 0.0458037 0.0552629 0.0451523 0.0875269 0.0201488 0.00329059
threshold=0.13662500000000002 0.0099250000000000015 0.50373500000000015 -0.063899999999999985 -0.46848499999999998 -0.50388999999999984 0.0037850000000000002 0.11754500000000001 -0.019454999999999997 -0.0065299999999999993 0.086050000000000015 0.090255000000000016 0.096770000000000009 0.40473500000000007 0.11846000000000002 -0.055129999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -6 7 9 -3 -7 11 -10 13 -12 -15 -13
right_child=2 8 -4 4 5 6 -8 -9 10 -11 12 15 -14 14 -16 -17
leaf_value=0.012886821469082399 0.0039148995412629523 -0.00081538311956451479 -0.0048253600537878178 0.0014034808412422108 0.013720838531350744 0.006503902312808162 0.0016331196005876518 0.012832012828216372 0.0099218200755305398 0.0091704938850760438 -0.0020451027123247019 0.0054377158431747168 0.006843072404783916 0.0076891358884775057 0.0030149177536228883 0.0034180114858457758
leaf_weight=61 71 53 65 57 76 1068 91 65 103 242 77 52 93 54 54 55
leaf_count=61 71 53 65 57 76 1068 91 65 103 242 77 52 93 54 54 55
internal_value=0 0.0066249 -0.00024922 0.00726975 0.00705434 0.00726206 0.006926 0.00727498 0.00464293 0.00699788 0.00523942 0.0071252 0.00380845 0.00227322 0.00536866 0.00441634
internal_weight=0 2201 136 1660 1599 1542 1466 1375 541 1310 488 210 278 185 108 107
internal_count=2337 2201 136 1660 1599 1542 1466 1375 541 1310 488 210 278 185 108 107
is_linear=0
shrinkage=0.16829


Tree=9522
num_leaves=17
num_cat=0
split_feature=3 3 15 15 10 3 3 15 41 42 0 159 160 47 47 42
split_gain=2.56399 0.895817 0.541987 0.415313 0.284631 0.244613 0.282147 0.225735 0.22367 0.221142 0.103415 0.0812983 0.0801208 0.078687 0.0650213 0.0520039
threshold=-0.049204999999999992 0.31370500000000007 -0.37478999999999996 -0.23488499999999998 -1.0000000180025095e-35 0.11372500000000001 -0.0035149999999999995 -1.0000000180025095e-35 0.077300000000000021 -1.0000000180025095e-35 -0.11242999999999999 0.08728000000000001 -0.022594999999999997 0.10305500000000002 1.0000000180025095e-35 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 6 9 -8 10 -6 -5 13 -13 14 15 -12
right_child=1 -3 4 8 5 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0.0004963829843894047 0.0003500601503481466 0.00023911475511402211 0.00041322309930802567 0.00066230281760733527 0.00075829691403194799 0.00051622317019494419 0.00069782136295048331 0.00094617399337965948 0.00062495829810371392 0.00048553130903007132 0.00083381558285234843 0.00062515810986528539 0.00079225636305867988 0.0007145930423323501 0.00091464519050598843 0.00078636536876393901
leaf_weight=53 86 93 55 57 57 90 94 72 82 78 779 52 91 82 86 430
leaf_count=53 86 93 55 57 57 90 94 72 82 78 779 52 91 82 86 430
internal_value=0 0.000538545 0.000590823 0.000785705 0.00063717 0.000668581 0.000714019 0.000805753 0.000794927 0.00060096 0.000803742 0.000809023 0.00073174 0.000817023 0.000823482 0.000816968
internal_weight=0 625 532 1712 446 391 301 166 1659 135 1577 1520 143 1377 1295 1209
internal_count=2337 625 532 1712 446 391 301 166 1659 135 1577 1520 143 1377 1295 1209
is_linear=0
shrinkage=0.0032998


Tree=9523
num_leaves=23
num_cat=0
split_feature=1 3 12 1 4 4 4 0 16 1 3 15 52 43 15 0 15 12 481 42 42 4
split_gain=4.27851 0.816162 0.393747 0.318022 0.279424 0.223303 0.207492 0.142933 0.135176 0.117757 0.126643 0.106337 0.113222 0.0809168 0.0645966 0.103451 0.430987 0.133215 0.0756812 0.0454228 0.0310481 0.0286984
threshold=0.104035 -0.058704999999999993 -0.029844999999999997 0.092655000000000015 0.30163500000000004 0.51136500000000018 0.082475000000000007 -0.076539999999999983 0.022165000000000004 0.095950000000000021 -0.12595999999999999 -0.070049999999999987 -0.037619999999999994 -1.0000000180025095e-35 -0.10556999999999998 -0.10490499999999998 0.079575000000000021 0.083785000000000012 -0.08452999999999998 0.11457500000000002 0.091145000000000018 -0.0063999999999999986
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 4 3 -1 20 8 7 14 11 10 -9 12 -3 -8 -4 16 -16 -17 -19 21 -2 -12
right_child=1 5 6 -5 -6 -7 13 9 -10 -11 19 -13 -14 -15 15 17 -18 18 -20 -21 -22 -23
leaf_value=0.00078279495025818492 0.00079394902169959748 0.0003042569115167323 0.00092306526952021576 0.00042248088441985813 0.0004630632656626414 0.00021575182641996274 0.00076249777092098222 0.00059861167511286826 0.00056156201307778467 0.00091721542762256884 0.00081708050619325873 0.00024681155347117074 0.00048878895796066488 0.00058581450065659034 0.00051596856634980766 0.00097200064165713746 0.00094313698410895266 0.00072150250461853148 0.00083934553449373814 0.00069970263986384395 0.00067735479113117719 0.00072312167467684615
leaf_weight=54 60 60 99 54 63 83 60 56 54 52 184 54 97 59 52 82 52 69 805 79 55 54
leaf_count=54 60 60 99 54 63 83 60 56 54 52 184 54 97 59 52 82 52 69 805 79 55 54
internal_value=0 0.000459199 0.000797457 0.000602964 0.000641207 0.000366001 0.00080977 0.000819858 0.000412928 0.000767121 0.000746101 0.000374721 0.000418492 0.000675195 0.000839167 0.000831297 0.000729892 0.000842292 0.000830082 0.000772045 0.000738493 0.00079591
internal_weight=0 526 1811 108 178 348 1703 1584 265 425 373 211 157 119 1159 1060 104 956 874 317 115 238
internal_count=2337 526 1811 108 178 348 1703 1584 265 425 373 211 157 119 1159 1060 104 956 874 317 115 238
is_linear=0
shrinkage=0.0032998


Tree=9524
num_leaves=17
num_cat=0
split_feature=4 448 159 475 2 43 4 0 16 16 4 4 475 457 0 2
split_gain=0.183525 0.080265 0.0824249 0.230434 0.0974076 0.0958535 0.085915 0.0732463 0.0658469 0.0575339 0.0690588 0.10712 0.0474037 0.0673139 0.0381143 0.0280662
threshold=0.26900000000000007 -0.050549999999999991 0.08043500000000002 -0.014939999999999997 0.106035 -0.15924499999999997 -0.50388999999999984 -0.036119999999999992 -0.061784999999999993 -0.54057999999999995 0.51136500000000018 0.50113000000000019 -0.072689999999999991 0.083415000000000017 -0.091054999999999983 0.086400000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 14 8 -7 12 -3 -2 11 -11 15 -14 -5 -8
right_child=9 2 3 4 -6 6 7 -9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.013036044789498717 0.0068372828656255782 0.006447161566000191 -0.0055844439192001332 0.012210393405566221 0.00054463558787539389 0.013711552897103955 0.0071957017875310782 0.0024708116748753208 -0.001423499073508713 -0.00068312458751705574 -0.0025533372543950464 0.0089974140947733736 0.0073166897807234368 0.0019850744535659984 0.0066124864897393783 0.011767085746168613
leaf_weight=56 59 58 58 54 60 58 64 93 62 76 94 56 1209 72 103 105
leaf_count=56 59 58 58 54 60 58 64 93 62 76 94 56 1209 72 103 105
internal_value=0 0.0067199 0.00654179 0.00382191 0.00634433 0.00697536 0.00731974 0.00707832 0.00236568 0.00215273 0.000921818 0.00341016 0.00737259 0.00701842 0.00854932 0.0100465
internal_weight=0 2052 1996 275 217 1721 1601 1543 120 285 226 132 1450 1281 157 169
internal_count=2337 2052 1996 275 217 1721 1601 1543 120 285 226 132 1450 1281 157 169
is_linear=0
shrinkage=0.16829


Tree=9525
num_leaves=26
num_cat=0
split_feature=1 3 2 14 123 1 2 52 52 3 2 3 15 1 2 474 15 52 1 133 133 157 15 1 2
split_gain=5.68651 1.28504 0.628524 0.563911 0.419623 0.312742 0.263944 0.180028 0.143391 0.114304 0.111674 0.106887 0.0955808 0.0895009 0.0738719 0.0695551 0.0640024 0.0543282 0.0524274 0.037555 0.0482445 0.034352 0.0262566 0.0210287 0.0136656
threshold=0.10335000000000001 -0.036004999999999988 0.114165 0.062655000000000016 1.0000000180025095e-35 0.12394500000000001 0.092155000000000015 -0.45478499999999994 0.038145000000000005 -0.11756999999999999 0.083455000000000015 0.0075150000000000008 -0.15614499999999998 0.084885000000000002 0.09580000000000001 0.081755000000000008 0.089410000000000003 -0.090234999999999996 0.11570500000000002 0.037060000000000003 0.13370500000000005 -0.085709999999999995 0.090000000000000011 0.13976500000000003 0.10124000000000001
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 18 4 6 11 9 -8 14 -1 13 -3 23 -11 -9 22 -15 -16 -2 24 -21 -17 -12 -7 -10
right_child=1 5 -4 -5 -6 12 7 8 19 10 15 -13 -14 16 17 21 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00078413972175518198 0.00088849043431472906 0.00040665798888602281 0.00044679641959566562 0.0012118909975262829 0.0006144971383552914 0.00018833380516172297 0.00098362605745627133 0.00086064153931040709 0.00078010799172969656 0.00076343001585104276 0.00094014107578370269 0.00057957908183316892 0.00039620161299987449 0.00095970615244168488 0.00079973211355480244 0.0010968521811305961 0.00086120275946404302 0.00066978392378697863 0.00076045437390206809 0.00096838368224227208 0.00083387333840283869 0.00097954240805699631 0.0010131197514552802 0.00028461318414796599 0.0008631829366901356
leaf_weight=56 90 73 65 64 57 53 89 58 52 53 516 89 69 171 61 64 145 101 67 80 55 66 76 53 71
leaf_count=56 90 73 65 64 57 53 89 58 52 53 516 89 69 171 61 64 145 101 67 80 55 66 76 53 71
internal_value=0 0.000525717 0.000720841 0.000906038 0.000894965 0.000397073 0.000904272 0.000845368 0.000819552 0.000933359 0.000940986 0.000501875 0.000299855 0.000892998 0.000756452 0.000965463 0.000914618 0.000718933 0.000834075 0.000873221 0.000913844 0.00103757 0.000949569 0.000236806 0.000828348
internal_weight=0 559 222 1835 1771 337 1714 567 478 1147 1091 162 175 369 220 722 316 162 157 258 135 130 592 106 123
internal_count=2394 559 222 1835 1771 337 1714 567 478 1147 1091 162 175 369 220 722 316 162 157 258 135 130 592 106 123
is_linear=0
shrinkage=0.0032998


Tree=9526
num_leaves=20
num_cat=0
split_feature=3 2 3 3 124 52 2 157 0 3 4 2 3 52 3 12 12 0 0
split_gain=0.198067 0.086832 0.120602 0.163918 0.0985726 0.0677721 0.0646536 0.0704416 0.0554909 0.0858663 0.0636378 0.148455 0.0545249 0.0578123 0.0663155 0.0607765 0.046609 0.0400604 0.0200636
threshold=0.31343500000000007 0.098365000000000022 -0.10175499999999998 -0.22382999999999997 -0.051674999999999992 -0.45478499999999994 -0.079939999999999983 -0.085709999999999995 -0.083489999999999995 -0.097574999999999981 -0.088499999999999981 0.086885000000000004 -0.077039999999999983 0.12441000000000001 0.12031000000000001 -0.081314999999999985 0.084555000000000005 -0.084444999999999978 -0.082294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -4 -6 16 9 -9 11 -10 -7 14 15 -14 -8 -11 -12
right_child=-2 2 5 -5 6 12 7 8 10 17 18 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0012047948186007043 -0.0022143458969445268 0.0049832749045554976 0.01129547354716679 -0.0068956517455130116 0.012772129523553213 0.0088130768569064984 0.014405738934324008 0.012572564007492317 -0.0049736988781274851 0.0063432614580413741 0.0035482982945857786 0.0072563242434438395 0.0060328443647556899 0.0082081826853377237 0.0082805271879258669 0.00019125824417938174 0.0078112958101304716 0.011103648380404549 0.0064581988879645605
leaf_weight=90 86 76 52 58 53 82 53 82 52 589 82 61 70 75 55 183 76 56 463
leaf_count=90 86 76 52 58 53 82 53 82 52 589 82 61 70 75 55 183 76 56 463
internal_value=0 0.00599605 0.00434123 -0.000144943 0.0066451 0.00550747 0.00695642 0.00675164 0.006398 0.00741751 0.00526886 0.00161245 0.00485635 0.00400452 0.00297507 0.00181461 0.0105346 0.00675935 0.00602368
internal_weight=0 2308 651 134 1657 517 1567 1514 1385 727 658 113 465 383 308 253 129 645 545
internal_count=2394 2308 651 134 1657 517 1567 1514 1385 727 658 113 465 383 308 253 129 645 545
is_linear=0
shrinkage=0.16829


Tree=9527
num_leaves=14
num_cat=0
split_feature=3 39 14 3 3 15 12 13 1429 15 47 475 52
split_gain=0.139235 0.0850613 0.0592719 0.0750856 0.111777 0.0453278 0.0589195 0.0521745 0.121508 0.0401098 0.0631871 0.037577 0.0285733
threshold=0.30112000000000005 0.096625000000000016 0.062655000000000016 -0.15197999999999998 -0.23303499999999996 -0.13662499999999997 -0.085719999999999977 -0.066934999999999981 0.057970000000000008 -0.41971499999999995 0.09055500000000001 -0.07675499999999999 -0.036264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 -7 11 -9 -5 -11 -8 -3
right_child=-2 12 -4 5 -6 6 7 8 -10 10 -12 -13 -14
leaf_value=0.0051753581277170857 -0.0012963819500254044 0.0034065169108259703 0.0099226643084670517 0.0041525753384319573 -0.0047828417405581516 0.0002174044337625638 0.0085799955637174182 0.0048521985927944865 -0.0034440716163915866 0.013674561399342103 0.0063475209467652128 0.005664283419017254 -0.0019566911521208632
leaf_weight=80 103 52 75 63 53 69 158 817 53 57 84 669 61
leaf_count=80 103 52 75 63 53 69 158 817 53 57 84 669 61
internal_value=0 0.00501498 0.00524864 0.00508109 0.00119354 0.00534264 0.00506532 0.00526137 0.00434473 0.00773455 0.00932226 0.00622351 0.000495435
internal_weight=0 2291 2178 2103 133 1970 1766 1697 870 204 141 827 113
internal_count=2394 2291 2178 2103 133 1970 1766 1697 870 204 141 827 113
is_linear=0
shrinkage=0.16829


Tree=9528
num_leaves=24
num_cat=0
split_feature=1 52 52 1 14 16 0 124 0 0 16 43 1 1 159 52 0 484 1 16 12 12 1447
split_gain=6.70436 1.63009 0.749229 0.658309 0.47397 0.483034 0.42062 0.31574 0.250561 0.325982 0.190203 0.174354 0.201207 0.135445 0.113106 0.102266 0.0960826 0.0859759 0.071315 0.0545954 0.0464749 0.0422739 0.0356629
threshold=0.10141500000000002 -0.41304999999999997 0.12469000000000001 0.13075500000000004 0.062655000000000016 -0.50690499999999983 -0.13740499999999997 -1.0000000180025095e-35 -0.071844999999999978 -0.11073999999999999 -0.061784999999999993 -0.082094999999999987 0.07635500000000002 0.090670000000000014 -0.021179999999999997 -0.0041199999999999995 -0.045754999999999997 0.079595000000000013 0.11050000000000001 -0.043889999999999992 -0.064509999999999984 0.10124000000000001 -1.0000000180025095e-35
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 6 5 -1 18 -8 9 15 20 -10 16 14 22 -7 21 -16 -3 -15 -5 -13 -11
right_child=1 2 -4 10 -6 8 7 -9 11 13 -12 12 -14 19 17 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00057566816053101783 0.0009447122948254091 0.0002365047369490899 0.00072572134088105063 0.00019552531564715367 0.001181717847697011 0.00064708372768808829 0.00037681051054436508 0.00069413083795039803 0.00069926721358247045 0.00082048743238519889 0.00037237105375536938 0.00092214135674034507 0.00099830465699060058 0.00090309886905307621 0.00095221292235493844 0.00084715248315861316 0.00068141765725503601 0.0010514299291995884 0.00040003165309616528 0.00076761334548463146 5.7982478186411198e-05 0.0007869961471382935 0.0009264897986568368
leaf_weight=52 77 54 79 56 64 55 52 103 96 90 52 57 86 76 796 62 54 117 67 67 53 57 72
leaf_count=52 77 54 79 56 64 55 52 103 96 90 52 57 86 76 796 62 54 117 67 67 53 57 72
internal_value=0 0.000496468 0.00042951 0.000375881 0.000901148 0.00089079 0.0004738 0.000587902 0.000900494 0.000921315 0.000207803 0.000820978 0.00086684 0.000937415 0.000950359 0.000753404 0.000799332 0.000964966 0.000327344 0.000839866 0.00012897 0.000854878 0.000867817
internal_weight=0 593 516 437 1801 1737 276 155 1685 1335 161 350 254 1218 1075 117 168 913 121 143 109 114 162
internal_count=2394 593 516 437 1801 1737 276 155 1685 1335 161 350 254 1218 1075 117 168 913 121 143 109 114 162
is_linear=0
shrinkage=0.0032998


Tree=9529
num_leaves=19
num_cat=0
split_feature=1 1 12 10 12 14 13 4 4 4 1 2 1210 43 2 51 43 43
split_gain=6.57847 1.48575 0.754636 0.64426 0.675655 0.53687 0.533651 0.345786 0.295722 0.221651 0.167638 0.141132 0.112492 0.103533 0.102695 0.064271 0.0580289 0.033209
threshold=0.11846000000000002 0.10141500000000002 0.085090000000000013 -1.0000000180025095e-35 0.090535000000000018 0.062655000000000016 -1.0000000180025095e-35 0.50373500000000015 0.014585000000000002 0.0049200000000000008 0.083555000000000018 0.11366500000000002 -0.080859999999999974 0.053790000000000011 0.092855000000000007 0.11178000000000002 0.085460000000000022 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 -2 7 8 -3 -5 11 -4 14 12 -1 15 -10 -14 -15 -16
right_child=3 2 9 4 -6 -7 -8 -9 10 -11 -12 -13 13 16 17 -17 -18 -19
leaf_value=0.00083879726199106454 5.772830188520916e-05 0.00036684617956577912 0.00099657426323417346 0.00047232683249135386 0.00074647975682694235 0.0012379257901260455 0.00073145852506507707 0.00016021888295062939 0.0010005180535263719 0.00073078327178557781 0.00066671584482359955 0.00079631906797937363 0.00098153837531321682 0.00080008453577940929 0.00088719308379499881 0.00087332585047145649 0.00093130074290063926 0.00078637506090403558
leaf_weight=90 60 88 76 86 59 64 88 71 53 65 57 67 1051 61 72 70 119 97
leaf_count=90 60 88 76 86 59 64 88 71 53 65 57 67 1051 61 72 70 119 97
internal_value=0 0.00090274 0.000693997 0.000360896 0.000444946 0.000939462 0.000549353 0.000331407 0.000928445 0.000874296 0.000829004 0.000947449 0.000954703 0.000962694 0.000870514 0.000974813 0.000887029 0.000829536
internal_weight=0 2118 317 276 216 1801 176 157 1737 141 279 1458 1391 1301 222 1121 180 169
internal_count=2394 2118 317 276 216 1801 176 157 1737 141 279 1458 1391 1301 222 1121 180 169
is_linear=0
shrinkage=0.0032998


Tree=9530
num_leaves=19
num_cat=0
split_feature=4 16 2 12 12 51 150 156 16 4 159 158 403 2 2 4 16 15
split_gain=0.139335 0.142184 0.12976 0.116899 0.153284 0.123151 0.0823267 0.0594689 0.0510652 0.090844 0.0471676 0.0908549 0.052818 0.0456002 0.0362898 0.0317098 0.0335258 0.026262
threshold=-0.37983499999999992 0.23451000000000002 0.16002500000000003 0.083425000000000013 0.080120000000000011 0.090710000000000027 -1.0000000180025095e-35 0.087120000000000017 -0.15796999999999997 0.25759000000000004 0.08728000000000001 0.10312500000000001 -0.53379499999999991 0.091595000000000024 0.10559 0.0015850000000000003 0.39524000000000009 -0.06784999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 13 9 -5 12 -12 -10 -8 -3 16 -14 -17
right_child=2 14 -4 8 -6 -7 7 -9 10 -11 11 -13 15 -15 -16 17 -18 -19
leaf_value=0.016593990929383746 -0.00083232790930362144 0.00334624181623687 -0.0026873640092256786 0.013223483578756801 -0.0051280418608629285 -0.0016717046536428109 0.0074069633982970021 0.010924683588075882 0.0016396999889846987 0.0044868047348583127 -0.0010212583616308346 0.0080397215093952583 0.0070639715408441954 0.0034299573474620378 0.0096448197675117562 0.0029381612374311497 0.0029442015039735816 0.0074479043719092993
leaf_weight=63 53 54 57 76 54 83 155 64 69 62 74 54 969 178 52 121 61 54
leaf_count=63 53 54 57 76 54 83 155 64 69 62 74 54 969 178 52 121 61 54
internal_value=0 0.010244 0.00521565 0.00542828 0.00340071 0.00426816 0.00536772 0.00619996 0.00619997 0.00931133 0.00589243 0.00278731 0.00620299 0.00528651 0.00645306 0.0064628 0.00682173 0.00434001
internal_weight=0 169 2184 2127 587 533 450 397 1540 138 1402 128 1274 333 106 1205 1030 175
internal_count=2353 169 2184 2127 587 533 450 397 1540 138 1402 128 1274 333 106 1205 1030 175
is_linear=0
shrinkage=0.16829


Tree=9531
num_leaves=21
num_cat=0
split_feature=11 1 3 14 4 10 1 3 4 4 151 15 1456 3 1203 4 15 1429 151 3
split_gain=0.130799 0.119125 0.118907 0.096986 0.0802698 0.11358 0.0636827 0.0569071 0.0541417 0.141753 0.0531879 0.0520509 0.0471958 0.0487905 0.0506691 0.0341928 0.0327356 0.0280398 0.0191012 0.0054561
threshold=0.080455000000000013 0.096325000000000008 -0.12077499999999998 -0.36617499999999997 -0.15618499999999999 -1.0000000180025095e-35 0.093170000000000017 -0.16324999999999998 0.053455000000000009 -0.0084099999999999991 -0.0039699999999999987 -0.13924999999999996 -0.12206499999999998 -0.095469999999999985 0.084795000000000023 -0.035694999999999991 -0.092364999999999989 0.083810000000000009 -0.085684999999999997 -0.008649999999999998
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 2 -1 -3 -5 -6 10 -2 9 15 16 -10 -12 -14 -15 -7 -4 18 -18 -13
right_child=7 3 6 4 5 8 -8 -9 11 -11 12 19 13 14 -16 -17 17 -19 -20 -21
leaf_value=-0.00092839005606827011 0.0064849939911013899 0.0088267323823516403 0.0039169181246803166 0.007688591718608459 -0.0063862735157115269 -0.00014016754522258883 0.010402282785726075 0.013440944473774084 0.00073604631780828606 -0.0078370420424105133 0.0093182877960908995 0.0047874659579749236 0.0084515293697003547 0.0038732925051897169 0.008121859651711489 0.0053774959659680091 0.0076535492009525991 0.0053789626527532457 0.012109368283678666 0.0073077090837426403
leaf_weight=89 74 56 55 52 56 63 69 63 100 52 61 56 83 1049 87 63 52 52 66 55
leaf_count=89 74 56 55 52 56 63 69 63 100 52 61 56 83 1049 87 63 52 52 66 55
internal_value=0 0.00432651 0.00503886 0.00218105 0.00142862 0.000693081 0.00537741 0.00969683 0.00171684 -0.000435812 0.00514584 0.00354133 0.00472263 0.00449119 0.00420025 0.00260441 0.00754546 0.00870884 0.010161 0.00605242
internal_weight=0 2216 1663 553 497 445 1574 137 389 178 1505 211 1280 1219 1136 126 225 170 118 111
internal_count=2353 2216 1663 553 497 445 1574 137 389 178 1505 211 1280 1219 1136 126 225 170 118 111
is_linear=0
shrinkage=0.16829


Tree=9532
num_leaves=16
num_cat=0
split_feature=9 150 9 1 402 133 4 1 52 14 0 3 15 4 13
split_gain=0.103838 0.0882007 0.231026 0.203821 0.0833645 0.0799747 0.057286 0.0838392 0.172899 0.0504077 0.093077 0.100822 0.0454725 0.0760743 0.0319184
threshold=-1.0000000180025095e-35 0.084925000000000014 1.0000000180025095e-35 0.085265000000000021 -0.08738499999999999 0.066685000000000008 -0.16772499999999999 0.081540000000000015 -0.24264499999999997 -0.10708499999999999 -0.040094999999999992 0.11372500000000001 -0.090364999999999987 0.0099250000000000015 -0.04609499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 -6 -9 -8 11 -11 -5 -14 -7
right_child=1 3 -4 12 6 14 9 8 -10 10 -12 -13 13 -15 -16
leaf_value=-0.0023280873046596889 -0.0039087419830043787 0.00823489009618672 0.014915555353819811 -0.0061652432493815362 0.002547853599841166 0.00098360420842889687 0.0084227164455361048 0.004086422136013514 0.017293744061270645 0.0045154862684039926 -0.0028833559545074507 -0.0022984985404347494 0.0033391785377549451 -0.005040100022840598 0.0061758406463601062
leaf_weight=74 66 79 58 53 66 80 76 62 52 1385 54 64 71 54 59
leaf_count=74 66 79 58 53 66 80 76 62 52 1385 54 64 71 54 59
internal_value=0 0.00406237 0.00443592 0.00111641 0.00412553 0.000902858 0.00450009 0.00735769 0.0101266 0.00417319 0.00395712 0.00421328 -0.00203282 -0.000266297 0.00320043
internal_weight=0 2279 2022 257 1964 205 1759 180 114 1579 1503 1449 178 125 139
internal_count=2353 2279 2022 257 1964 205 1759 180 114 1579 1503 1449 178 125 139
is_linear=0
shrinkage=0.16829


Tree=9533
num_leaves=21
num_cat=0
split_feature=1 52 47 4 16 14 1 4 14 0 0 0 48 4 0 52 42 4 52 51
split_gain=3.18956 0.445417 0.365494 0.179723 0.17611 0.298312 0.180208 0.178097 0.0897626 0.14215 0.314328 0.107544 0.115268 0.2041 0.224732 0.0568064 0.0980811 0.0650489 0.0474236 0.0367048
threshold=0.10574000000000001 -0.29521499999999995 0.09717000000000002 0.24099500000000004 -0.49181999999999998 -0.41790499999999997 0.13730000000000001 1.0000000180025095e-35 0.062655000000000016 -0.11208499999999998 -0.15653499999999998 -0.083489999999999995 0.092805000000000012 -0.49432999999999994 -0.026509999999999995 -0.014149999999999998 0.086555000000000007 0.054560000000000004 -0.085464999999999985 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 -3 -6 7 -7 9 10 -1 15 13 -13 -15 16 18 19 -11 -17
right_child=1 2 -4 -5 5 6 -8 -9 -10 11 -12 12 -14 14 -16 17 -18 -19 -20 -21
leaf_value=0.00074889577939772232 0.00065978077520682712 0.00042274156660100718 0.00052978116331177448 0.00051483544325373954 0.00046000183516438982 0.00033922973768998172 2.1306881403178378e-05 9.350883325351183e-05 0.00080598745052229631 0.00076810407311164871 0.00041153270405957143 0.00082652758311032735 0.00052825483380859154 0.00067581666851557177 0.00046192377503332201 0.00073005367746732739 0.0006550855868180808 0.00060133459935164451 0.00089985518417076389 0.00063243677827773837
leaf_weight=58 54 82 88 70 55 86 54 52 70 83 64 91 63 715 59 378 58 64 55 54
leaf_count=58 54 82 88 70 55 86 54 52 70 83 64 91 63 715 59 378 58 64 55 54
internal_value=0 0.000377095 0.000340404 0.000680916 0.000289643 0.000245314 0.000183631 0.000246895 0.000687312 0.000682523 0.000572207 0.000690809 0.000667093 0.000677164 0.000659558 0.000722562 0.00077199 0.000702959 0.000820869 0.000717933
internal_weight=0 471 417 1882 329 247 192 138 1812 1742 122 1620 928 865 774 692 196 496 138 432
internal_count=2353 471 417 1882 329 247 192 138 1812 1742 122 1620 928 865 774 692 196 496 138 432
is_linear=0
shrinkage=0.0032998


Tree=9534
num_leaves=21
num_cat=0
split_feature=11 48 1 4 3 4 403 52 50 43 160 4 1 480 49 0 0 0 12 403
split_gain=0.0797699 0.0771122 0.10231 0.114884 0.122209 0.105454 0.0601087 0.1344 0.0562203 0.0525473 0.0515799 0.0957493 0.0507231 0.0493265 0.0504162 0.0875149 0.0693852 0.0314822 0.0508408 0.0160658
threshold=0.095360000000000014 -0.086624999999999994 0.10322500000000003 0.056815000000000011 -0.034684999999999994 -0.024114999999999994 -0.082179999999999989 -0.0093349999999999978 0.12045500000000002 -0.042649999999999993 -0.013324999999999998 0.50373500000000015 0.12030000000000002 -0.020629999999999999 -0.008964999999999999 -0.14216999999999999 -0.10490499999999998 -0.085719999999999977 0.087515000000000023 -0.23730999999999999
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 -1 6 4 -4 -6 7 -3 13 19 -5 12 -12 -8 16 -16 -15 -11 -19 -9
right_child=-2 2 3 10 5 -7 8 9 -10 17 11 -13 -14 14 15 -17 -18 18 -20 -21
leaf_value=0.0095878640384452068 0.010075496955061649 -0.0056676485050802363 0.0033716768812990894 0.0066389493841604178 0.0001677198702774658 -0.0098280694446994509 0.0002413837314167353 0.0041108141129998638 -0.00036659471471446684 0.0044811139110726714 0.00084527398561039897 -0.0037764142242035057 0.0077497509826280212 -0.0018696246269137931 0.011503330717009007 0.0050490446516925219 0.0046286169997192183 -0.0038877919386181383 0.0026311880016232888 0.0080022998917228718
leaf_weight=58 54 54 74 91 54 66 67 62 64 81 59 60 63 67 64 952 150 52 97 64
leaf_count=58 54 54 74 91 54 66 67 62 64 81 59 60 63 67 64 952 150 52 97 64
internal_value=0 0.00351278 0.00335475 0.00113312 -0.00199226 -0.00531499 0.00393857 0.00214339 0.00447686 0.00333326 0.00336067 0.00171165 0.00442543 0.00471669 0.00495842 0.00545738 0.00261397 0.00180883 0.00034405 0.0061017
internal_weight=0 2299 2241 467 194 120 1774 410 1364 356 273 182 122 1300 1233 1016 217 230 149 126
internal_count=2353 2299 2241 467 194 120 1774 410 1364 356 273 182 122 1300 1233 1016 217 230 149 126
is_linear=0
shrinkage=0.16829


Tree=9535
num_leaves=18
num_cat=0
split_feature=0 43 43 13 1 42 402 1213 42 51 12 0 42 2 42 42 42
split_gain=0.155305 0.126714 0.0686795 0.0843841 0.0695861 0.0578655 0.0650086 0.0845022 0.0602239 0.0561554 0.0574926 0.0546446 0.0521836 0.0237233 0.0274611 0.0230706 0.00388972
threshold=-0.026509999999999995 -0.084454999999999988 -0.23269999999999999 0.058475000000000006 0.12337000000000002 0.089625000000000024 0.10265000000000002 -0.088774999999999979 0.087865000000000013 -0.05912499999999999 0.077755000000000005 -0.074274999999999994 0.090515000000000012 0.094305000000000014 0.11603500000000001 0.097785000000000025 -0.061534999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 16 4 5 6 7 -4 -9 -3 -11 -6 -7 14 -14 -15 -1
right_child=1 9 3 -5 11 12 -8 8 -10 10 -12 -13 13 15 -16 -17 -18
leaf_value=0.0066938230781082003 -0.0059144954402365682 0.0054437013892158657 0.011512385101847477 -0.0014942355385378001 -0.0026571936249845792 -0.0024759651962033237 -0.00019594677194628081 0.0041660983911582768 0.0083813402520235784 -0.003878991589906611 0.0029294891532375437 0.0041291503129436517 0.0029992664400266874 0.0022625907108135379 -0.00091288076305679139 0.0062303580198119525 0.0090009261697996893
leaf_weight=52 86 75 53 94 84 54 74 945 108 66 75 56 212 73 66 102 52
leaf_count=52 86 75 53 94 84 54 74 945 108 66 75 56 212 73 66 102 52
internal_value=0 -0.000446603 0.00363923 0.00340954 0.00366283 0.00396204 0.00460983 0.004933 0.00460014 0.00172211 -0.000244718 4.45113e-05 0.0024508 0.00304207 0.00206402 0.0045855 0.00786465
internal_weight=0 302 2025 1921 1827 1687 1180 1106 1053 216 141 140 507 453 278 175 104
internal_count=2327 302 2025 1921 1827 1687 1180 1106 1053 216 141 140 507 453 278 175 104
is_linear=0
shrinkage=0.16829


Tree=9536
num_leaves=21
num_cat=0
split_feature=1456 4 4 15 4 4 15 51 43 16 13 12 42 484 51 3 16 52 133 42
split_gain=0.0819851 0.108703 0.060029 0.0896477 0.102558 0.110909 0.0881583 0.0846541 0.0737225 0.066522 0.0583802 0.0818614 0.0522686 0.0440979 0.0408272 0.033975 0.0307631 0.0306451 0.0222608 0.0271763
threshold=-0.085589999999999986 -0.50775499999999985 0.03851000000000001 -0.4680149999999999 0.40124500000000002 0.056640000000000003 -0.40312499999999996 -0.085574999999999984 -0.081974999999999978 -0.095229999999999995 0.055020000000000006 0.094085000000000016 -0.085679999999999992 0.11701500000000002 1.0000000180025095e-35 -0.008649999999999998 -0.081109999999999974 -0.093914999999999985 0.10337500000000001 -0.010169999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 7 -4 5 -5 -6 8 -3 14 12 -12 16 -1 -9 -14 -11 -10 19 -7
right_child=1 2 3 4 6 18 -8 9 17 10 11 -13 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.010515444111065232 -0.0039721746019141932 0.01032446709339308 0.0060037168391607314 -0.0052891658089590007 0.0005037851058397626 0.00056623143544810525 -0.0077464950215866499 0.0087503056013694593 0.0017494293763973458 0.0030664192338925762 -0.0063224404606231667 0.0019621974956555081 0.0025340417269748552 0.0037653182548356848 0.0033664041730001922 -0.00068193133156248611 0.0082284013464547258 0.006982529965557812 1.8203636930773313e-05 0.0049799738698059282
leaf_weight=54 74 79 88 52 74 53 72 74 82 65 52 96 819 58 90 104 69 53 52 167
leaf_count=54 74 79 88 52 74 53 72 74 82 65 52 96 819 58 90 104 69 53 52 167
internal_value=0 0.00235967 0.00257936 0.00107353 0.000146606 0.00181905 -0.00355254 0.00310902 0.00622782 0.00262018 0.00218501 -0.000936482 0.00262378 0.00703588 0.00580668 0.00216973 0.00573786 0.00381721 0.00318458 0.00392483
internal_weight=0 2215 2141 558 470 324 146 1583 214 1369 1205 148 1057 112 164 923 134 135 272 220
internal_count=2327 2215 2141 558 470 324 146 1583 214 1369 1205 148 1057 112 164 923 134 135 272 220
is_linear=0
shrinkage=0.16829


Tree=9537
num_leaves=15
num_cat=0
split_feature=49 456 1 11 484 159 16 48 42 52 2 128 1375 51
split_gain=0.0929153 0.0595951 0.0568248 0.0742778 0.0420932 0.0592692 0.0480348 0.0975377 0.0603661 0.0542253 0.0540253 0.0313413 0.0294998 0.0238572
threshold=-0.15562499999999999 0.087225000000000011 0.14720000000000003 0.092630000000000018 0.085885000000000003 0.091215000000000018 -0.088629999999999987 0.10078500000000001 -0.093129999999999977 -0.0046699999999999997 -0.013254999999999998 0.085185000000000025 0.057835000000000004 -0.019539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 13 7 9 11 -2 -10 -8 -3 -6
right_child=1 12 -4 -5 5 -7 8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0039219089595101128 0.009487255568694784 0.0082750992868274292 0.0076383683715232093 -0.0034264884681931614 -0.00098061941921591443 -0.0046545018000821526 0.0080340059951266116 -0.0030942080403328995 0.0067766051450574571 0.0038567724807542138 0.0012131781392890064 0.0026466730136207417 0.0028993301311200678 0.00334902146072827
leaf_weight=69 55 69 52 69 58 58 63 53 52 445 1077 62 52 93
leaf_count=69 55 69 52 69 58 58 63 53 52 445 1077 62 52 93
internal_value=0 0.00233809 0.00213105 0.00199284 0.00217921 -7.35792e-05 0.00244077 0.00375058 0.00186172 0.00447972 0.00147101 0.00537626 0.0059797 0.00167408
internal_weight=0 2258 2137 2085 2016 209 1807 553 1254 500 1129 125 121 151
internal_count=2327 2258 2137 2085 2016 209 1807 553 1254 500 1129 125 121 151
is_linear=0
shrinkage=0.16829


Tree=9538
num_leaves=22
num_cat=0
split_feature=1455 484 1447 1447 2 3 1213 394 2 2 160 132 49 3 159 3 13 160 2 2 3
split_gain=0.0748832 0.111567 0.0701727 0.0620516 0.0614722 0.0580156 0.0742202 0.0484214 0.0569171 0.0581763 0.0643981 0.0644405 0.0462029 0.0381728 0.0377736 0.0503263 0.0415687 0.0328685 0.0214727 0.018394 0.0158865
threshold=0.078065000000000009 -0.067064999999999986 -0.084094999999999989 -0.086424999999999988 0.088850000000000012 -0.12595999999999999 -0.097649999999999987 -0.0074349999999999998 0.09742000000000002 0.106285 -0.083619999999999986 0.024785000000000005 -0.081429999999999989 -0.090989999999999988 0.082200000000000009 -0.088654999999999998 -0.065269999999999981 0.062030000000000009 0.090790000000000023 0.10054500000000001 -0.074979999999999977
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=2 18 3 -1 5 -4 -7 -6 14 19 -11 -12 -8 -14 15 -9 -17 -15 -2 -10 -21
right_child=1 -3 4 -5 7 6 12 8 9 10 11 -13 13 17 -16 16 -18 -19 -20 20 -22
leaf_value=0.0012480504982444404 -9.4664851606749868e-05 0.011722505305545469 0.0069618397450612116 -0.0068383040354678187 -0.0036252338084480449 0.0073418555848617359 -0.0022853669703219257 0.0023610444055718188 0.002307309792661698 0.0065133723485238711 -0.00046317153677217121 0.0058702742777337995 -0.00080865499143697192 0.0022853392633042295 0.0032733512410166254 -0.00076057388629879766 -0.005817180437411874 0.0063306433378188757 0.0046441359676569968 0.0037871748855499202 0.0079337150155404587
leaf_weight=55 55 52 82 52 65 76 70 66 62 54 362 52 103 654 54 104 84 63 52 52 58
leaf_count=55 55 52 82 52 65 76 70 66 62 54 362 52 103 654 54 104 84 63 52 52 58
internal_value=0 0.00531987 0.00153041 -0.00266498 0.00174909 0.00265346 0.00228588 0.000811698 0.00111781 0.00202319 0.00104553 0.000327994 0.00185211 0.0022075 -0.000757651 -0.00162171 -0.00302947 0.00264329 0.00219151 0.00467288 0.00598987
internal_weight=0 159 2168 107 2061 1048 966 1013 948 640 468 414 890 820 308 254 188 717 107 172 110
internal_count=2327 159 2168 107 2061 1048 966 1013 948 640 468 414 890 820 308 254 188 717 107 172 110
is_linear=0
shrinkage=0.16829


Tree=9539
num_leaves=12
num_cat=0
split_feature=49 453 1375 456 151 160 160 159 159 43 16
split_gain=0.0612622 0.0464013 0.0511316 0.0891278 0.0567169 0.0586589 0.0625309 0.0494259 0.0919347 0.0426325 0.0402237
threshold=-0.15562499999999999 0.082930000000000018 0.083975000000000008 0.07672000000000001 -0.086944999999999981 0.051820000000000005 0.085545000000000024 0.11819000000000002 0.084325000000000025 -0.083154999999999993 -0.021179999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 7 -7 8 -6 -2 -8
right_child=1 -3 -4 -5 5 6 10 -9 -10 -11 -12
leaf_value=-0.0034417176103256238 0.00097327493017996234 0.0065249271970944456 -0.0035359073762889423 0.0067233006495592742 0.001063238318031722 0.0090932264289439995 0.0050657052458704414 -0.0037719129079723068 0.0056189950260978755 -0.0058168312652755495 4.1315915288733233e-05
leaf_weight=69 52 54 55 94 1524 55 92 53 137 52 90
leaf_count=69 52 54 55 94 1524 55 92 53 137 52 90
internal_value=0 0.00164098 0.00152051 0.00165075 0.00141785 0.00162253 0.00410753 0.00127787 0.00144008 -0.0024045 0.00259099
internal_weight=0 2258 2204 2149 2055 1951 237 1714 1661 104 182
internal_count=2327 2258 2204 2149 2055 1951 237 1714 1661 104 182
is_linear=0
shrinkage=0.16829


Tree=9540
num_leaves=12
num_cat=0
split_feature=475 12 4 43 43 482 1456 1 12 39 1
split_gain=0.0997282 0.188791 0.0978578 0.0888978 0.0817844 0.0732204 0.118276 0.122307 0.0937 0.102505 0.00575098
threshold=-0.081774999999999973 0.084055000000000005 -0.47860499999999995 -0.08231999999999999 -0.50149499999999991 0.097035000000000024 -0.089834999999999984 0.14262000000000002 -0.10236499999999998 0.095830000000000012 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -3 -4 6 -6 8 -8 -10 -2
right_child=2 3 4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.0092295670749948586 0.0074204446436465146 -0.0038252078229178608 0.0073288858073122676 0.0045107930708637098 -0.0073454043261134199 0.0059978771385524737 0.0080191819194904805 -0.0063442031408949984 0.00099055371757567848 -0.0065902827002483838 0.0047916356799263347
leaf_weight=79 52 63 54 85 53 71 52 67 1713 52 55
leaf_count=79 52 63 54 85 53 71 52 67 1713 52 55
internal_value=0 -0.00258461 0.00112096 0.000950221 0.000862445 0.000687652 0.000492081 0.000713515 0.00097475 0.000766191 0.00608598
internal_weight=0 227 2169 148 2062 2008 1937 1884 1817 1765 107
internal_count=2396 227 2169 148 2062 2008 1937 1884 1817 1765 107
is_linear=0
shrinkage=0.16829


Tree=9541
num_leaves=21
num_cat=0
split_feature=4 4 0 51 376 16 0 47 3 0 16 52 52 4 16 4 16 13 13 3
split_gain=0.089253 0.134474 0.147294 0.0714808 0.0499606 0.0484011 0.0957328 0.0523935 0.049739 0.0599991 0.0398079 0.0560389 0.0359584 0.0750256 0.0888907 0.0318277 0.022317 0.0432984 0.013356 0.0124827
threshold=0.043850000000000007 0.066275000000000014 -0.076639999999999986 -0.23644499999999999 0.083890000000000006 0.12292000000000002 -0.060199999999999997 0.083875000000000019 -0.10175499999999998 -0.10120999999999998 0.24579500000000001 -0.53283999999999987 0.12371000000000001 0.51286500000000013 -1.0000000180025095e-35 -0.0072499999999999995 -0.42004999999999992 -0.024504999999999996 -0.059914999999999989 -0.083344999999999989
decision_type=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 -1 5 6 7 8 -5 -10 -7 19 13 14 16 -9 17 -3 -18 -12
right_child=1 12 -4 4 -6 10 -8 15 9 -11 11 -13 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=0.0073116112142955552 -0.012528728878257451 -0.0025373075063514681 -0.0001166692961872196 -0.0031010711216698096 0.0058110439239619635 0.0061621662315267797 -0.0046230397814792474 0.0073991849146561222 -0.0028470726370314991 0.0012508754626196221 0.0022399513092895237 -0.0020451329343933434 0.0033798998503103833 -0.0058678188514822618 0.0062847793417178371 0.001639174219407379 -0.00072208396177725657 0.0031272537012167778 -0.0044839536145707855 0.005854646140249286
leaf_weight=53 56 73 53 98 60 78 97 52 112 1029 60 72 77 64 60 59 52 80 58 53
leaf_count=53 56 73 53 98 60 78 97 52 112 1029 60 72 77 64 60 59 52 80 58 53
internal_value=0 -0.00119066 -0.00650999 0.00121616 0.00103263 0.000863916 0.000480726 0.000848772 0.000533318 0.000847048 0.00296536 0.0016078 5.50531e-05 -0.000601837 0.000436015 0.00435374 -0.000891473 0.000412812 -0.00272195 0.00395124
internal_weight=0 573 109 1823 1770 1710 1447 1350 1239 1141 263 185 464 387 323 111 263 153 110 113
internal_count=2396 573 109 1823 1770 1710 1447 1350 1239 1141 263 185 464 387 323 111 263 153 110 113
is_linear=0
shrinkage=0.16829


Tree=9542
num_leaves=21
num_cat=0
split_feature=1 3 14 124 1 3 15 0 15 0 3 3 49 49 0 50 393 3 51 42
split_gain=5.89574 1.26378 0.62179 0.558186 0.524209 0.684906 0.443906 0.338469 0.363744 0.343297 0.306556 0.26205 0.166259 0.136385 0.115763 0.113332 0.109896 0.0659672 0.0560317 0.0493589
threshold=0.104035 -0.058704999999999993 0.076975000000000002 -0.083859999999999976 0.14699000000000004 0.077930000000000013 -0.14636999999999997 -0.10653 -0.097269999999999981 -0.079249999999999987 0.30112000000000005 0.081640000000000004 0.10895000000000001 0.08926000000000002 -0.081854999999999997 0.089465000000000017 0.08407000000000002 -0.081024999999999986 -1.0000000180025095e-35 0.091315000000000021
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 6 3 -1 5 14 -2 8 -5 13 -7 12 15 16 -3 -11 19 -15 -8 -9
right_child=1 4 -4 7 -6 10 18 9 -10 11 -12 -13 -14 17 -16 -17 -18 -19 -20 -21
leaf_value=0.00057699355887249617 0.00046875843446866027 0.00018102038105899412 0.0012219415343336377 0.00093365661321553406 8.5044549148916438e-05 0.00074623822594363195 0.00088983840270590573 0.00097245464024812956 0.00060281152952743923 0.00082690109962752618 0.00043068827072786708 0.0010572369647037134 0.00067383232923640156 0.00093611935351186509 0.00036917119946058087 0.00095837241496184969 0.0011047199231289757 0.00078522981887453114 0.00075352012821699294 0.00089124142948401614
leaf_weight=59 55 63 66 67 52 80 69 683 81 368 59 64 66 66 85 94 67 71 75 106
leaf_count=59 55 63 66 67 52 80 69 683 81 368 59 64 66 66 85 94 67 71 75 106
internal_value=0 0.000513489 0.000905936 0.000894277 0.000390728 0.00044599 0.000722437 0.000905059 0.000752824 0.000919252 0.000612553 0.000855791 0.000831307 0.00095705 0.000289318 0.000853727 0.000972833 0.000858178 0.000819084 0.000961589
internal_weight=0 538 1858 1792 339 287 199 1733 148 1585 139 592 528 993 148 462 856 137 144 789
internal_count=2396 538 1858 1792 339 287 199 1733 148 1585 139 592 528 993 148 462 856 137 144 789
is_linear=0
shrinkage=0.0032998


Tree=9543
num_leaves=17
num_cat=0
split_feature=4 2 12 1 4 4 4 2 2 49 2 51 16 16 1456 12
split_gain=4.49284 1.32424 0.708064 0.427941 0.414012 0.342547 0.255177 0.215812 0.263165 0.207608 0.500544 0.17599 0.130791 0.109589 0.0985006 0.0981406
threshold=0.30163500000000004 0.14234000000000005 -0.011819999999999999 0.13052500000000003 0.052250000000000012 0.42953500000000006 0.06707500000000001 -1.0000000180025095e-35 0.099450000000000024 -0.047749999999999994 0.091205000000000008 -0.15758999999999998 -0.41863499999999992 -0.14101499999999997 -0.092389999999999986 0.095815000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 9 -2 -6 -1 -9 10 -4 -11 -5 -13 -15 -8
right_child=3 -3 4 12 6 -7 15 8 -10 11 -12 13 -14 14 -16 -17
leaf_value=0.00032143804937586517 0.00018463402163464032 0.00026131678307398623 0.00077786525578439495 0.00017483710830791896 0.00042950451045011668 0.00050782713902860891 0.00073832687815988008 0.00075286934366653238 0.00044780495795784564 0.00090257660145022175 0.00037874905051296464 0.00086750535108218239 -4.8631062621159068e-05 0.00085706132052898692 0.00072425111354123021 0.00055512505858869461
leaf_weight=53 75 79 83 60 79 69 84 53 76 76 59 70 54 67 1304 55
leaf_count=53 75 79 83 60 79 69 84 53 76 76 59 70 54 67 1304 55
internal_value=0 0.00068129 0.000697386 0.000220105 0.000716484 0.000339742 0.000580517 0.00050023 0.000573415 0.00073433 0.000612283 0.000745731 6.86748e-05 0.000737434 0.000730767 0.00066609
internal_weight=0 2138 2059 258 1877 144 218 182 129 1659 142 1517 114 1441 1371 139
internal_count=2396 2138 2059 258 1877 144 218 182 129 1659 142 1517 114 1441 1371 139
is_linear=0
shrinkage=0.0032998


Tree=9544
num_leaves=19
num_cat=0
split_feature=4 15 16 47 0 3 3 12 15 52 42 1186 3 150 16 160 11 150
split_gain=0.0943388 0.120279 0.0764774 0.117204 0.0799718 0.0751316 0.178473 0.0982027 0.0703307 0.0630927 0.0544543 0.0535469 0.0535639 0.0471573 0.045273 0.0401789 0.0334744 0.0308712
threshold=0.046720000000000005 -0.026169999999999995 -0.42004999999999992 0.096770000000000009 -0.084044999999999995 -0.14162499999999997 -0.097574999999999981 0.092615000000000017 0.03981500000000001 0.51400500000000016 0.082755000000000009 1.0000000180025095e-35 0.12178000000000001 0.102565 -0.49996499999999994 0.049100000000000012 0.086595000000000019 0.077585000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 14 4 -4 8 7 -7 16 11 -6 12 13 15 17 -8 -1 -2
right_child=1 -3 3 -5 10 6 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00029107978839155638 -0.00029255911356042741 -0.0067745633129674193 -0.0071455062457796755 0.0049128469825759497 -0.0037436467137074072 -0.0098263577012610466 0.0020704852366229065 0 0.010810479165531753 -0.0032547930882738025 0.0031487091347774583 0.0078075740343288725 0.0068003615601423669 -0.0016779926111233261 0.007033797254513449 0.0048184555116084476 0.0062813022478747692 0.0045093237540237948
leaf_weight=54 96 69 83 69 68 52 1107 65 53 53 62 55 76 83 60 176 53 62
leaf_count=54 96 69 83 69 68 52 1107 65 53 53 62 55 76 83 60 176 53 62
internal_value=0 -0.00018553 0.000720163 -0.00110511 -0.00306303 0.00229316 0.00195719 -0.00437528 0.00578235 0.00243635 -0.000442703 0.00263904 0.00244066 0.00219678 0.00308954 0.00244885 0.00327499 0.00158035
internal_weight=0 569 500 282 213 1827 1667 117 160 1550 130 1497 1442 1366 218 1283 107 158
internal_count=2396 569 500 282 213 1827 1667 117 160 1550 130 1497 1442 1366 218 1283 107 158
is_linear=0
shrinkage=0.16829


Tree=9545
num_leaves=30
num_cat=0
split_feature=1 52 1 13 123 457 13 48 42 16 13 13 130 16 47 13 52 43 13 15 49 42 15 16 13 16 52 1 43
split_gain=9.20399 1.49084 1.01585 0.758307 0.681009 0.503738 0.290597 0.287324 0.242427 0.207989 0.184794 0.25715 0.165693 0.183786 0.162971 0.155649 0.142164 0.132161 0.131202 0.12049 0.113805 0.109584 0.0784981 0.0710221 0.0749083 0.0457203 0.0447004 0.0493178 0.0198653
threshold=0.104035 -0.41304999999999997 0.12337000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.048350000000000011 -0.083514999999999992 0.088875000000000023 0.088060000000000013 -0.13895999999999997 -0.016469999999999995 0.046185000000000004 0.087820000000000023 -1.0000000180025095e-35 0.086785000000000015 -0.013944999999999997 -0.023474999999999996 -0.10961499999999998 -0.065269999999999981 0.089050000000000004 0.088930000000000009 -1.0000000180025095e-35 -0.013969999999999998 -0.015379999999999998 -0.090744999999999978 -0.069144999999999984 0.40674500000000008 0.089475000000000013 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 9 6 14 8 10 20 -4 18 12 13 -12 16 -9 -3 25 26 -10 22 -20 28 24 -24 -13 27 -8 -1
right_child=1 2 3 -5 -6 -7 7 15 19 -11 11 17 -14 -15 -16 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0012790994770195021 0.0013049627833211649 0.00076616646088956825 0.00053218931416572119 0.00083941851852564005 0.00098122913740849292 0.0005847220903984 0.0013382516728484041 0.0012734910865076683 0.0011678953253755682 0.00027136219021446618 0.0013714005970844301 0.001384688101743081 0.0012420255248403957 0.0015602808997973671 0.0010948302722803439 0.0010418653958274037 0.0009793421565906697 0.0011344678137258086 0.0012639693128673687 0.0013704328604014486 0.0015628868216587557 0.001085839763666202 0.0014610461598196316 0.0015244664078545573 0.0012850001595556603 0.001236075905936495 0.0012010946788735303 0.0012194122008281529 0.0013763841711881867
leaf_weight=67 56 63 77 71 74 53 182 55 81 60 274 55 81 75 60 83 81 87 74 59 54 88 68 72 52 52 62 59 64
leaf_count=67 56 63 77 71 74 53 182 55 81 60 274 55 81 75 60 83 81 87 74 59 54 88 68 72 52 52 62 59 64
internal_value=0 0.000795506 0.000734077 0.000562161 0.00129319 0.000873078 0.00130641 0.00127834 0.00137296 0.000418216 0.00129654 0.00133445 0.00138014 0.00141209 0.000947821 0.00113444 0.000886322 0.001233 0.0012456 0.0012535 0.00141722 0.00116743 0.00139276 0.00143752 0.00138505 0.00131279 0.00128728 0.0013093 0.0013269
internal_weight=0 521 465 208 1818 257 1744 1227 517 137 1089 624 430 349 204 138 144 194 465 140 377 162 323 192 120 107 303 241 131
internal_count=2339 521 465 208 1818 257 1744 1227 517 137 1089 624 430 349 204 138 144 194 465 140 377 162 323 192 120 107 303 241 131
is_linear=0
shrinkage=0.0032998


Tree=9546
num_leaves=18
num_cat=0
split_feature=9 1455 1455 12 1 151 12 52 457 132 13 133 401 1213 13 483 402
split_gain=0.134276 0.069531 0.124916 0.0519983 0.0606218 0.0948308 0.0816282 0.117583 0.0732585 0.092762 0.0917683 0.0474686 0.0402223 0.0475985 0.0470697 0.0182969 0.00649108
threshold=-1.0000000180025095e-35 0.068185000000000009 0.088895000000000016 0.11999500000000002 0.077300000000000021 -0.086654999999999982 0.084055000000000005 0.080060000000000006 0.092360000000000012 0.083835000000000007 -1.0000000180025095e-35 0.082925000000000013 1.0000000180025095e-35 -0.081869999999999984 -0.088854999999999976 -0.066709999999999978 0.094750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 7 11 9 10 -7 -2 13 -8 -15 -4 -14
right_child=1 2 15 -5 5 8 12 -9 -10 -11 -12 -13 16 14 -16 -17 -18
leaf_value=-0.0044905765880355348 0.0011119887073134068 0.013108782338356858 0.00082428765288219388 0.0070765088649962886 -0.0032653826163468766 0.0017709172185249248 -0.0012628662682550558 0.013498613199719098 -0.0037247793606984768 -0.0028917710675221359 0.0057112997833224351 0.0075065890123224201 0.0071909087257061325 0.0073172301197463353 0.002397322402915692 0.0051363096366561604 0.0044948095790774091
leaf_weight=69 73 53 52 77 100 463 90 52 55 78 264 61 53 61 615 63 60
leaf_count=69 73 53 52 77 100 463 90 52 55 78 264 61 53 61 615 63 60
internal_value=0 0.00303528 0.00633815 0.00277045 0.00260583 0.00163246 0.00348154 0.00669139 0.00220407 0.00261138 0.00320428 0.00403637 0.00280028 0.00235907 0.00284394 0.00320215 0.00577525
internal_weight=0 2270 168 2102 2025 960 1065 186 860 805 727 134 879 766 676 115 113
internal_count=2339 2270 168 2102 2025 960 1065 186 860 805 727 134 879 766 676 115 113
is_linear=0
shrinkage=0.16829


Tree=9547
num_leaves=29
num_cat=0
split_feature=12 12 16 12 14 42 42 48 147 12 1456 48 12 16 16 50 42 475 156 1212 49 16 42 42 42 42 16 16
split_gain=2.89259 0.722554 0.435844 0.347635 0.534115 0.476224 0.298489 0.289174 0.300639 0.266082 0.18733 0.170142 0.153452 0.117201 0.116275 0.109922 0.10141 0.0983335 0.0632545 0.10199 0.047414 0.0460418 0.160618 0.0393267 0.0344491 0.0285377 0.00159773 0.000650231
threshold=0.054520000000000006 0.099815000000000015 -0.24235499999999996 -0.010219999999999998 -1.0000000180025095e-35 -0.0075749999999999993 0.11551500000000002 0.094925000000000023 0.087210000000000024 -0.08947999999999999 -0.094079999999999983 0.082225000000000006 0.088125000000000023 -0.071629999999999985 -1.0000000180025095e-35 0.08461500000000001 -0.047714999999999987 -0.085684999999999997 0.087045000000000011 0.040035000000000008 -0.0087699999999999983 0.0060650000000000009 0.089840000000000017 0.089840000000000017 -0.068494999999999986 0.088285000000000016 -0.079714999999999994 -0.065564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 -3 5 -5 -1 14 8 13 11 -2 -7 17 -6 24 16 26 -12 19 20 -19 23 -23 -18 -4 -17 -14 -11
right_child=1 2 6 4 7 9 -8 -9 -10 27 12 -13 15 -15 -16 25 21 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0007265727176950208 0.0010485444716018171 0.00042129446515314637 0.00093445138635044078 0.00095304409331390533 0.00060144355164412275 0.00040756644728900916 0.00052103022634722657 0.00036923950923707638 0.00042216985579264987 0.00031800185059533857 0.001035206268766067 0.00065474886668701624 0.00091800211057646596 0.0007840865707438436 0.00070905745925531284 0.00094852588067726113 0.00085576972769275917 0.00077860113129537515 0.00077914419811909454 0.00099568998426035954 0.00088933592382552757 0.00060072949416867174 0.00081134182420673339 0.00076573234602798565 0.00081821827549017863 0.00085699016843755434 0.00086536325529765505 0.0002858728421587253
leaf_weight=73 62 53 52 53 66 65 52 53 52 52 56 59 55 100 95 82 114 55 59 99 329 64 111 126 85 98 61 58
leaf_count=73 62 53 52 53 66 65 52 53 52 52 56 59 55 100 95 82 114 55 59 99 329 64 111 126 85 98 61 58
internal_value=0 0.000834943 0.000697518 0.00057327 0.000649008 0.000493223 0.000748943 0.000589418 0.000642785 0.000420275 0.000868697 0.000525462 0.000860152 0.000711682 0.000799875 0.00082677 0.000802258 0.000899782 0.000885725 0.000898672 0.000873567 0.000777473 0.000734519 0.000808647 0.000862593 0.000898886 0.000890625 0.000301381
internal_weight=0 1708 337 631 324 307 284 271 218 234 1371 124 1309 166 232 711 531 598 542 483 384 415 175 240 137 180 116 110
internal_count=2339 1708 337 631 324 307 284 271 218 234 1371 124 1309 166 232 711 531 598 542 483 384 415 175 240 137 180 116 110
is_linear=0
shrinkage=0.0032998


Tree=9548
num_leaves=14
num_cat=0
split_feature=1456 9 48 481 403 403 403 400 457 1 12 12 2
split_gain=0.119651 0.0920099 0.0653083 0.0677323 0.0661507 0.0959842 0.0850148 0.0622912 0.044244 0.0425419 0.0422814 0.03721 0.0346338
threshold=-0.092389999999999986 -1.0000000180025095e-35 -0.087924999999999989 -0.065834999999999991 -0.10258999999999999 -0.081664999999999988 -0.23730999999999999 -0.082454999999999987 -0.069489999999999982 0.084795000000000023 0.11999500000000002 0.092735000000000026 0.085505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 12 6 7 11 -6 9 -7 -10 -5 -4
right_child=1 2 3 4 5 8 -8 -9 10 -11 -12 -13 -14
leaf_value=0.0092142463492659154 -0.0033406180330159251 0.0087403675395416464 0.0028553262470837923 0 0.0016385261335075745 0.002202048382082196 0.010450111400503032 -0.0061983428980318094 0.0024909935794930707 -0.0041609804109352614 0.0065551728395162922 0.0052134418235670306 0.0080361857563494513
leaf_weight=83 69 53 60 65 53 66 63 62 1437 54 77 98 99
leaf_count=83 69 53 60 65 53 66 63 62 1437 54 77 98 99
internal_value=0 0.00269801 0.00288935 0.0027432 0.00247265 0.00212081 0.00518761 -0.00257095 0.00245211 -0.000646343 0.00269888 0.00314262 0.00609244
internal_weight=0 2256 2187 2134 1975 1749 226 115 1634 120 1514 163 159
internal_count=2339 2256 2187 2134 1975 1749 226 115 1634 120 1514 163 159
is_linear=0
shrinkage=0.16829


Tree=9549
num_leaves=18
num_cat=0
split_feature=1 12 2 4 12 15 15 403 12 12 16 16 16 1 15 2 2
split_gain=2.76219 0.6698 0.369536 0.286085 0.254011 0.202654 0.164577 0.281525 0.263817 0.148317 0.169975 0.141851 0.129665 0.0969036 0.0947014 0.0859476 0.0573555
threshold=0.104035 -0.010219999999999998 0.11500500000000001 0.26379000000000002 -0.083994999999999986 -0.15614499999999998 0.03981500000000001 -0.081224999999999992 0.08401500000000002 0.081810000000000008 -0.004174999999999999 -0.14483499999999996 -0.123625 0.11212500000000002 0.084785000000000013 0.13733000000000004 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 13 4 -1 -6 7 -7 -8 10 -9 -2 -11 -3 -10 -4 -16
right_child=1 2 15 -5 5 6 8 9 14 12 -12 -13 -14 -15 16 -17 -18
leaf_value=0.00047045741974340678 0.00032397947439821457 0.00065006525752827216 0.00041811338847137439 0.00042058709784141405 0.00086597159528254168 0.00039487183311590345 0.00086157470373165914 0.00043811639904838229 0.00077157076875860914 0.0008019331188011356 0.00065870661030092384 0.00013850431177565883 0.00065283569745776086 0.00049710100453076748 0.00067588094225938121 0.00025663885910214891 0.00058854977074443502
leaf_weight=72 83 88 85 55 58 52 97 73 103 75 83 100 526 100 518 65 106
leaf_count=72 83 88 85 55 58 52 97 73 103 75 83 100 526 100 518 65 106
internal_value=0 0.000383981 0.000471132 0.0006567 0.000664046 0.000672268 0.000665367 0.000631478 0.000698596 0.000647685 0.000555708 0.000222819 0.0006715 0.000568889 0.000676802 0.000348376 0.000661102
internal_weight=0 521 338 1818 1763 1691 1633 809 824 757 156 183 601 188 727 150 624
internal_count=2339 521 338 1818 1763 1691 1633 809 824 757 156 183 601 188 727 150 624
is_linear=0
shrinkage=0.0032998


Tree=9550
num_leaves=18
num_cat=0
split_feature=1 1 12 12 150 41 1 16 3 4 12 4 15 124 484 12 151
split_gain=7.64414 1.36797 1.11592 0.604619 0.333685 0.447109 0.417018 0.269386 0.256381 0.25309 0.144806 0.193968 0.120442 0.106817 0.105522 0.0377355 0.0355397
threshold=0.10538500000000002 0.13554500000000003 0.023990000000000004 -0.08731499999999999 0.083680000000000018 0.075585000000000013 0.088885000000000006 0.27252000000000004 0.045635000000000002 0.08734500000000002 0.11769500000000001 -0.26545999999999997 -0.13800499999999996 -0.082654999999999992 0.085560000000000011 0.092615000000000017 -0.08212499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 -1 5 7 16 10 13 -4 11 -5 -3 -2 -13 -9 -6
right_child=1 12 9 4 6 -7 -8 15 -10 -11 -12 14 -14 -15 -16 -17 -18
leaf_value=0.00075549681486806422 0.0005705730684086571 0.00039281996617210492 0.0010318598524330282 0.0012832112301996029 0.00096725648950730123 0.0013264513414230079 0.00068151958879312038 0.00086354207121290246 0.0006787671035748794 0.0007404556161420072 0.00090678346427982648 0.001083565958290175 0.00019356876450274017 0.00037275137605919582 0.00097499118690976092 0.00097470268433955186 0.0010972103682494148
leaf_weight=76 52 95 92 52 53 73 56 64 102 52 56 1171 52 74 114 97 56
leaf_count=76 52 95 92 52 53 73 56 64 102 52 56 1171 52 74 114 97 56
internal_value=0 0.000592519 0.000699095 0.0010454 0.00105767 0.00107214 0.000914812 0.00106017 0.000555079 0.000926875 0.0010751 0.00108213 0.000322576 0.000454672 0.00107396 0.000930733 0.00103435
internal_weight=0 519 372 1868 1792 1627 165 1554 228 144 1393 1337 147 126 1285 161 109
internal_count=2387 519 372 1868 1792 1627 165 1554 228 144 1393 1337 147 126 1285 161 109
is_linear=0
shrinkage=0.0032998


Tree=9551
num_leaves=23
num_cat=0
split_feature=2 2 2 2 150 16 13 484 49 16 158 133 481 52 157 47 16 2 16 484 16 16
split_gain=2.94502 2.26298 0.457847 0.392114 0.427326 0.227091 0.170668 0.169706 0.15003 0.144759 0.131655 0.123004 0.121461 0.112662 0.110823 0.0698363 0.128055 0.0674803 0.0633727 0.0471771 0.0349641 0.0288173
threshold=0.11500500000000001 -0.0091949999999999983 0.13538500000000001 0.098365000000000022 0.081245000000000026 -0.055679999999999993 -0.0011949999999999997 -0.0072949999999999994 0.11151500000000002 -0.071629999999999985 0.10139000000000002 0.026115000000000003 -0.022094999999999997 -0.059354999999999991 -1.0000000180025095e-35 0.09550500000000002 0.081265000000000018 0.16394500000000004 -0.070454999999999976 -0.085759999999999989 0.58936500000000003 0.16141000000000003
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 5 11 7 6 -1 13 9 17 -3 12 18 -9 -5 -11 16 -14 -4 -2 -16 -8 -17
right_child=2 3 8 4 -6 -7 20 10 -10 14 -12 -13 15 -15 19 21 -18 -19 -20 -21 -22 -23
leaf_value=0.00029709732247175635 0.00050461223431081336 0.0011035867528608361 0.00040782913961158164 0.000630328441111982 0.00051773091596870908 0.00057620598230144233 0.0008643688936505364 0.0010413200158135118 0.00055545803455274098 0.0010371379816304968 0.00072456690300892171 0.00077839598873917471 0.00087620835041199116 0.00081897484851295151 0.00092433799027461883 0.00085256143371852176 0.0010136151202087501 0.0002543757675849878 0.00066008342905528935 0.00079672058932685284 0.00097889620088455046 0.00073441339160652136
leaf_weight=72 60 69 80 59 60 58 94 55 53 70 60 52 948 92 88 54 84 54 61 59 53 52
leaf_count=72 60 69 80 59 60 58 94 55 53 70 60 52 948 92 88 54 84 54 61 59 53 52
internal_value=0 0.000843594 0.000519435 0.000872474 0.000773386 0.000421894 0.000824741 0.000895501 0.000405735 0.000969235 0.000878643 0.000642132 0.000886363 0.000745499 0.000926352 0.000878842 0.000887427 0.000346253 0.000583281 0.000873357 0.000905901 0.000794934
internal_weight=0 2027 360 1897 358 130 298 1539 187 286 1253 173 1193 151 217 1138 1032 134 121 147 147 106
internal_count=2387 2027 360 1897 358 130 298 1539 187 286 1253 173 1193 151 217 1138 1032 134 121 147 147 106
is_linear=0
shrinkage=0.0032998


Tree=9552
num_leaves=15
num_cat=0
split_feature=10 1 12 12 1452 13 131 484 151 13 12 484 42 131
split_gain=0.209592 0.116993 0.181274 0.0673543 0.0570023 0.0597395 0.0454907 0.0418507 0.048858 0.0385774 0.0416687 0.0314539 0.0307958 0.0235873
threshold=0.058500000000000003 0.11634000000000001 -0.086449999999999985 -0.093429999999999985 0.087755000000000014 0.17982000000000001 1.0000000180025095e-35 0.085505000000000012 -0.092724999999999988 -0.08533499999999998 0.091735000000000025 0.12217500000000002 0.09087000000000002 0.089255000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 -5 -4 -11 -9 13 -8
right_child=-2 2 9 4 -6 -7 12 11 -10 10 -12 -13 -14 -15
leaf_value=-0.00043852305444861973 -0.0063201515347083327 0.0091934373512878465 -0.004906587675589151 0.009674481336872277 0.0095961606671209083 0.0092295837087729878 0.010391609774102022 0.0004512073254457209 0.0044294223850791653 -0.0021130134336644966 0.0033116376919264906 0.0053449316995839149 0.0032146785667645419 0.0064677010676648253
leaf_weight=64 52 63 55 53 77 87 60 128 1287 92 71 53 63 182
leaf_count=64 52 63 55 53 77 87 60 128 1287 92 71 53 63 182
internal_value=0 0.00446854 0.00123935 0.00490944 0.00508233 0.00489971 0.00469243 0.00431285 0.00463822 -0.00105107 0.000238849 0.0018941 0.00657946 0.007448
internal_weight=0 2335 281 2054 1990 1913 1826 1521 1340 218 163 181 305 242
internal_count=2387 2335 281 2054 1990 1913 1826 1521 1340 218 163 181 305 242
is_linear=0
shrinkage=0.16829


Tree=9553
num_leaves=18
num_cat=0
split_feature=1 1 12 12 1 4 4 1375 42 15 16 156 1455 15 43 15 12
split_gain=5.22932 0.774155 0.60925 0.595411 0.500706 0.223322 0.186456 0.220043 0.179789 0.161234 0.160713 0.145621 0.0916739 0.120251 0.0913326 0.0629782 0.0604205
threshold=0.10915500000000002 0.13554500000000003 0.085090000000000013 -1.0000000180025095e-35 0.092655000000000015 0.058330000000000007 0.082475000000000007 -0.082349999999999993 0.11649000000000002 -0.13800499999999996 -0.019164999999999998 -0.0011799999999999998 0.077080000000000023 0.098605000000000012 -1.0000000180025095e-35 -0.11055 0.086085000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 -1 -4 7 -5 11 -3 14 -9 13 -13 -2 -8 -14
right_child=1 9 5 6 -6 -7 15 8 -10 -11 -12 12 16 -15 -16 -17 -18
leaf_value=0.00080772335886029737 0.00035262301333897092 0.00029462773703793914 0.00086474011912416628 0.00062407158044659478 0.00042849044275422083 0.00055578770052259975 0.0008124102975347159 0.00097918848721979183 0.00070584355175217189 6.5084463752963361e-05 0.00024415274873834794 0.00082481365332509322 0.0010215520131893027 0.00092767681021717655 0.00053813923183643631 0.00066735995182822124 0.00086665678716477742
leaf_weight=74 52 95 52 52 79 52 53 98 98 52 56 1132 53 146 70 103 70
leaf_count=74 52 95 52 52 79 52 53 98 98 52 56 1132 53 146 70 103 70
internal_value=0 0.000408232 0.000509529 0.000810671 0.000612141 0.000710603 0.00082748 0.000837923 0.000844864 0.000213668 0.000391849 0.000853929 0.000845142 0.000836592 0.000459356 0.000716866 0.000933687
internal_weight=0 429 282 1958 153 104 1805 1649 1597 147 178 1499 1401 1278 122 156 123
internal_count=2387 429 282 1958 153 104 1805 1649 1597 147 178 1499 1401 1278 122 156 123
is_linear=0
shrinkage=0.0032998


Tree=9554
num_leaves=18
num_cat=0
split_feature=1 12 2 12 4 51 484 474 12 474 16 4 151 484 1456 403 4
split_gain=0.166669 0.080075 0.0601101 0.0572139 0.0785703 0.0910585 0.0538452 0.104046 0.0778997 0.0527442 0.0505888 0.0486887 0.0441656 0.0535605 0.0739717 0.0559348 0.0206711
threshold=0.11481500000000001 -0.10236499999999998 0.11517500000000001 -0.093429999999999985 -0.49432999999999994 -0.087539999999999993 0.085515000000000022 0.079590000000000008 0.08401500000000002 0.088125000000000009 -0.069604999999999986 0.39574000000000004 -0.089594999999999994 -0.081554999999999989 0.084415000000000004 -0.53830999999999996 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 10 -1 5 -5 7 12 -8 -9 -3 -4 -6 14 -14 -15 -10
right_child=1 2 11 4 6 -7 8 9 16 -11 -12 -13 13 15 -16 -17 -18
leaf_value=-0.00014284038557938012 0.0064296694000648379 -0.0014107990660688382 -0.0057732807137399365 0.0042398988799678163 0.0081534679222178153 0.014216070550783829 -0.0027004524780125743 0.013350332091603336 0.0017790134204665074 0.0067464474240411243 0.0057390894285092144 6.4465552645814989e-06 0.0041988153272731841 0.009982403108208044 -0.0035175391542365715 0.0043200505476231783 0.0062033325857280023
leaf_weight=68 55 52 76 52 86 53 68 53 53 103 60 89 89 52 58 1247 73
leaf_count=68 55 52 76 52 86 53 68 53 53 103 60 89 89 52 58 1247 73
internal_value=0 0.000561506 -0.000597167 0.00463163 0.00479593 0.0092926 0.0045441 0.00484994 0.00187371 0.00900159 0.00240346 -0.00264484 0.00442602 0.00420309 0.00114205 0.0045481 0.00435657
internal_weight=0 332 277 2055 1987 105 1882 1688 194 156 112 165 1532 1446 147 1299 126
internal_count=2387 332 277 2055 1987 105 1882 1688 194 156 112 165 1532 1446 147 1299 126
is_linear=0
shrinkage=0.16829


Tree=9555
num_leaves=19
num_cat=0
split_feature=1 12 0 47 40 12 1 12 43 49 1 0 0 12 1 0 0 42
split_gain=6.12088 0.721432 0.505022 0.456485 0.410052 0.343322 0.311203 0.290179 0.456955 0.108615 0.279872 0.270882 0.269404 0.101661 0.0868838 0.0674217 0.050255 0.0494379
threshold=0.10335000000000001 -1.0000000180025095e-35 0.04939000000000001 0.084210000000000021 -0.026419999999999996 0.11769500000000001 0.11212500000000002 -0.082514999999999991 -0.064499999999999988 -0.020999999999999994 0.085425000000000015 -0.14310999999999999 -0.10075499999999998 0.099815000000000015 0.096125000000000016 -0.10417499999999999 -0.068484999999999976 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 6 -1 9 -3 8 -2 10 17 -11 -13 14 -14 -8 -15 -6
right_child=1 2 -4 -5 5 -7 15 -9 -10 11 -12 12 13 16 -16 -17 -18 -19
leaf_value=0.00065833926537027412 0.00025193218050846827 0.00062963310499222834 0.0008700444882698944 0.0007004084357856656 0.0010021776110411868 0.00064837375548174427 0.00041441938310043946 0.00013958524509840621 0.00063384661419858596 0.0010883731948361846 0.00065152838489254 0.00069018439758652039 0.00091139099367518498 0.00087947198939872717 0.0010539450256377731 0.00026129385700184753 0.00075583757657287937 0.00084981530164870013
leaf_weight=89 84 55 53 98 52 63 60 64 58 87 68 67 1142 93 52 70 69 52
leaf_count=89 84 55 53 98 52 63 60 64 58 87 68 67 1142 93 52 70 69 52
internal_value=0 0.000479047 0.000573449 0.000517778 0.000878347 0.000889547 0.000420843 0.0003249 0.000408173 0.00089856 0.000817896 0.000907725 0.000896655 0.000906831 0.000917629 0.000332238 0.00082703 0.000926335
internal_weight=0 542 336 283 1834 1745 185 206 142 1682 172 1510 1423 1356 1194 130 162 104
internal_count=2376 542 336 283 1834 1745 185 206 142 1682 172 1510 1423 1356 1194 130 162 104
is_linear=0
shrinkage=0.0032998


Tree=9556
num_leaves=22
num_cat=0
split_feature=40 40 16 52 40 123 52 160 484 51 52 51 49 1212 1212 42 160 1456 1446 0 0
split_gain=1.7614 1.09416 0.392237 0.422233 0.299443 0.241661 0.231929 0.24394 0.237868 0.25368 0.229731 0.144554 0.134402 0.0958936 0.106042 0.0868052 0.092765 0.0621077 0.055805 0.0477611 0.017521
threshold=-0.026419999999999996 0.0046150000000000002 -0.34140499999999996 -0.016894999999999997 -0.084904999999999994 0.08592000000000001 -0.53454499999999994 -0.083619999999999986 -0.0048499999999999993 -0.094344999999999984 0.0029250000000000005 0.0045000000000000014 0.097085000000000019 0.082415000000000016 0.10610000000000001 0.090570000000000025 -0.013324999999999998 0.0058550000000000008 0.037915000000000011 -0.037794999999999995 -0.14076499999999997
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=4 2 10 6 -1 -6 19 -8 17 -10 20 12 13 18 -15 16 -13 -9 -5 -4 -2
right_child=1 -3 3 11 5 -7 7 8 9 -11 -12 15 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00017999040515708769 0.00035954155883276007 0.00017194879035905788 0.00065458180151410238 0.00070022811932978217 0.00058610553614817107 0.00032138109779740806 0.00074788177192468177 0.00071685033368035385 0.00033918656683538961 0.0005461669415556356 0.00063208284859998147 0.00074613154270288505 0.000559702970636801 0.00085949260011128987 0.00069483160068204916 0.00050366258712584348 0.00058614859843960764 0.00056796090894740666 0.00079900391602144843 0.00078665215030255728 0.00044900497911937274
leaf_weight=84 52 54 64 666 62 98 71 80 89 245 92 77 57 115 73 53 89 55 75 67 58
leaf_count=84 52 54 64 666 62 98 71 80 89 245 92 77 57 115 73 53 89 55 75 67 58
internal_value=0 0.000636562 0.000648619 0.000663558 0.00034026 0.000424182 0.000596862 0.000566342 0.000538785 0.000491119 0.000509706 0.000700668 0.000717937 0.000727607 0.000795742 0.000622758 0.00066057 0.000656453 0.000710273 0.000722398 0.000407033
internal_weight=0 2132 2078 1876 244 160 671 540 469 334 202 1205 986 929 188 219 166 135 741 131 110
internal_count=2376 2132 2078 1876 244 160 671 540 469 334 202 1205 986 929 188 219 166 135 741 131 110
is_linear=0
shrinkage=0.0032998


Tree=9557
num_leaves=26
num_cat=0
split_feature=1 52 2 1 12 52 16 16 12 39 16 3 2 2 1213 12 1 49 2 12 13 2 484 1 16
split_gain=6.78541 0.748535 0.659993 0.461037 0.328398 0.25007 0.239811 0.23083 0.151319 0.129072 0.12598 0.118694 0.124041 0.128547 0.12928 0.11608 0.104003 0.0755505 0.0584948 0.0740407 0.0538333 0.0474439 0.0461701 0.0301269 0.0166394
threshold=0.104035 -0.41304999999999997 0.099675000000000014 0.12072500000000001 0.088335000000000011 -0.064819999999999989 -0.38959499999999997 -0.0094449999999999968 -0.029844999999999997 0.084155000000000021 -0.49181999999999998 -0.1535 0.091205000000000008 0.074875000000000011 -0.10156 0.11769500000000001 0.087505000000000013 0.10311000000000002 0.10457000000000001 0.09567500000000001 -0.079854999999999995 0.093595000000000025 0.085435000000000025 0.090670000000000014 -0.051934999999999995
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=2 -2 9 4 7 -5 10 -3 -4 11 -7 -1 13 16 -15 17 -13 18 -10 -20 -14 -22 -16 -18 -23
right_child=1 3 8 5 -6 6 -8 -9 15 -11 -12 12 20 14 22 -17 23 -19 19 -21 21 24 -24 -25 -26
leaf_value=0.00077488406740210797 0.00052651956099509774 0.00023027932127358839 0.00029187662954644486 -0.00018052484896789988 0.00041005342549769411 7.9500280822597958e-05 0.00021209105811155284 -3.5358072327504225e-05 0.00046583956136206237 0.000449192487928682 -0.00014382996634005121 0.00044118051990323592 0.00061729282699255232 0.00081344157688369352 0.00065224101733218833 0.00034320028568477737 0.00064914204411019771 0.00041761058163695573 0.00066963122696167099 0.0005114766033032527 0.00043028304061543717 0.00059843445393899697 0.0005769947408029157 0.0005726743000394706 0.00051132305811729738
leaf_weight=53 53 100 52 56 69 57 77 55 71 52 53 56 84 52 610 54 98 71 64 72 56 53 115 179 64
leaf_count=53 53 100 52 56 69 57 77 55 71 52 53 56 84 52 610 54 98 71 64 72 56 53 115 179 64
internal_value=0 0.000154707 0.000581296 0.000112435 0.000220433 1.27363e-05 7.07997e-05 0.000135794 0.0004591 0.000613149 -2.7784e-05 0.000619128 0.000613064 0.000628403 0.000651983 0.000485185 0.000573277 0.000512638 0.000545062 0.000586161 0.000546676 0.000512185 0.000640354 0.000599855 0.000551085
internal_weight=0 520 1856 467 224 243 187 155 384 1472 110 1420 1367 1110 777 332 333 278 207 136 257 173 725 277 117
internal_count=2376 520 1856 467 224 243 187 155 384 1472 110 1420 1367 1110 777 332 333 278 207 136 257 173 725 277 117
is_linear=0
shrinkage=0.0032998


Tree=9558
num_leaves=21
num_cat=0
split_feature=1 15 49 49 4 15 1 39 4 1213 3 1429 15 403 42 43 49 43 43 1
split_gain=4.07179 0.786679 0.375903 0.249466 0.226943 0.360736 0.17815 0.165515 0.124016 0.137583 0.153896 0.115333 0.0933779 0.089214 0.0737965 0.0412739 0.0322752 0.020479 0.0133681 0.00796599
threshold=0.10293500000000001 -0.083359999999999976 -0.064484999999999987 0.10969000000000002 -0.37626499999999991 -0.026169999999999995 0.13052500000000003 0.084535000000000013 0.094510000000000025 -0.081649999999999986 -0.1535 0.084690000000000015 -0.45015499999999992 -0.0060599999999999994 0.091545000000000015 -0.078654999999999989 0.13087000000000001 -0.0049499999999999987 -0.0040649999999999983 0.11453000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 7 -4 -6 15 8 9 13 -11 14 -8 -1 -12 -2 -5 -10 -15 -17
right_child=1 2 4 16 5 -7 12 -9 17 10 11 -13 -14 18 -16 19 -18 -19 -20 -21
leaf_value=0.0011344438960783527 0.00051674141286180196 0.00053037664887705359 0.0010118949543479539 0.00085930924101485049 0.00090853335442578722 0.00056349669715334203 0.00032392511093571138 0.00080097337906166646 0.000910328607622483 0.0011141694698380438 0.00098081448306180691 0.00084741764279505161 0.00050499464309357528 0.0010364554439274843 0.0009113487653037715 0.00066291714311192743 0.00074606822068691125 0.00080591365603516066 0.00094985933406688207 0.00059437567833698344
leaf_weight=98 64 57 58 80 79 58 58 67 52 75 900 101 71 58 226 52 53 52 57 60
leaf_count=98 64 57 58 80 79 58 58 67 52 75 900 101 71 58 226 52 53 52 57 60
internal_value=0 0.000631074 0.000767794 0.000953747 0.000837012 0.000762717 0.000517996 0.000964714 0.000971469 0.000979203 0.000966172 0.000957097 0.000423857 0.0010587 0.000966903 0.000586796 0.000814448 0.00085846 0.00099384 0.000626513
internal_weight=0 557 252 1819 195 137 305 1686 1619 1515 1302 1227 129 213 1126 176 133 104 115 112
internal_count=2376 557 252 1819 195 137 305 1686 1619 1515 1302 1227 129 213 1126 176 133 104 115 112
is_linear=0
shrinkage=0.0032998


Tree=9559
num_leaves=23
num_cat=0
split_feature=4 3 2 2 16 12 14 3 43 2 2 157 3 51 3 3 12 16 2 4 16 13
split_gain=2.16573 1.10214 0.40004 0.412688 0.207659 0.200574 0.171211 0.167921 0.200044 0.166888 0.140508 0.152298 0.133915 0.127875 0.15282 0.104629 0.0785608 0.0760364 0.0605598 0.0488449 0.0246234 0.0197696
threshold=0.30163500000000004 -0.065259999999999999 0.10774000000000002 -0.0050599999999999994 -0.49181999999999998 0.082530000000000006 -1.0000000180025095e-35 0.149315 -0.035884999999999993 0.099675000000000014 0.091205000000000008 -0.07928499999999998 -0.097574999999999981 -0.095799999999999982 -0.11756999999999999 0.0025650000000000004 0.083970000000000017 -0.013024999999999998 0.085465000000000013 0.058330000000000007 -0.095229999999999995 -0.07965499999999999
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 5 3 -3 15 -1 -6 8 -4 17 13 -12 -13 -7 -15 -2 -16 20 -18 21 -5 -14
right_child=4 2 7 9 6 10 -8 -9 -10 -11 11 12 19 14 16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00078031583580343217 0.00024402886788680149 0.00025677962702778679 0.00025586879374507734 0.0006025809513779054 0.00025745120282323446 0.00048535042865335782 1.5865925769589973e-05 0.00017256083582119905 0.00051149860639475449 0.00043216254889501097 0.00072527713810724805 0.00042579898586926499 0.00065401270791611607 0.00081201938022285622 0.00051753267586835674 0.00044610811635374426 0.00060999318719763551 0.00068156328365736045 0.00066772540293328307 0.00049018438029614793 0.00050183571363230566 0.00057404909113414123
leaf_weight=76 58 60 67 60 72 68 58 59 68 84 52 98 52 52 71 56 496 91 368 72 61 177
leaf_count=76 58 60 67 60 72 68 58 59 68 84 52 98 52 52 71 56 496 91 368 72 61 177
internal_value=0 0.000569018 0.000441546 0.000507411 0.000240566 0.000613313 0.000149938 0.000320498 0.000384891 0.000558096 0.000604862 0.000555415 0.00053319 0.000625966 0.000635618 0.000343605 0.00062577 0.000607828 0.000634624 0.000568037 0.000552083 0.000592361
internal_weight=0 2132 550 356 244 1582 130 194 135 296 1506 451 399 1055 987 114 935 212 864 301 121 229
internal_count=2376 2132 550 356 244 1582 130 194 135 296 1506 451 399 1055 987 114 935 212 864 301 121 229
is_linear=0
shrinkage=0.0032998


Tree=9560
num_leaves=21
num_cat=0
split_feature=1 2 480 3 3 1204 3 403 133 52 43 52 157 50 43 51 3 15 1 133
split_gain=0.19651 0.0768897 0.0920111 0.0884762 0.20842 0.0756577 0.0883494 0.0773663 0.115116 0.103553 0.073738 0.0701532 0.0700344 0.0569191 0.0447871 0.0456686 0.0442215 0.0375392 0.0256574 0.0153225
threshold=0.14262000000000002 0.097220000000000015 -0.039079999999999997 -0.091649999999999995 -0.16324999999999998 -0.0030749999999999996 -0.085754999999999984 -0.085464999999999985 0.12330000000000001 0.08257500000000001 -0.097279999999999991 -0.45478499999999994 -0.062424999999999994 0.10883000000000001 -0.088349999999999998 -0.023524999999999997 0.045635000000000002 0.090455000000000021 0.07635500000000002 0.40438500000000005
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 2 -1 4 -3 6 -4 8 9 -7 18 -5 -13 17 -14 -16 -17 -12 -9 -10
right_child=-2 3 5 11 -6 7 -8 10 19 -11 13 12 14 -15 15 16 -18 -19 -20 -21
leaf_value=0.013253129575836527 -0.0027199763311048929 0.0064500903134907276 0.0060227630790924223 0.011265785365979147 -0.0056964041094539446 -0.006222717967953882 0.015450038898442278 0.0080018358746995859 0.004494391620669399 0.0039808872133173341 0.0068770075449629126 -0.00025335343621650942 0.0099143933702157214 0.0020984300003142053 0.0006056748777989305 0.0041168480057293937 0.0083749185805433047 0.0040231495737417869 0.012831292834123728 0.0082278826834423363
leaf_weight=55 79 87 62 52 74 53 53 72 61 60 754 68 58 99 61 191 111 162 60 71
leaf_count=55 79 87 62 52 74 53 53 72 61 60 754 68 58 99 61 191 111 162 60 71
internal_value=0 0.00580337 0.00646319 0.00433265 0.000856071 0.00621419 0.0103831 0.00586849 0.00313952 -0.000788976 0.00644983 0.00536395 0.00473268 0.00595897 0.00554229 0.00483877 0.00568785 0.00637425 0.0102107 0.00651617
internal_weight=0 2264 1562 702 161 1507 115 1392 245 113 1147 541 489 1015 421 363 302 916 132 132
internal_count=2343 2264 1562 702 161 1507 115 1392 245 113 1147 541 489 1015 421 363 302 916 132 132
is_linear=0
shrinkage=0.16829


Tree=9561
num_leaves=24
num_cat=0
split_feature=12 3 3 12 15 3 42 3 49 13 11 3 11 39 42 15 1446 159 160 43 13 12 15
split_gain=2.64983 0.784011 0.835919 0.779414 0.398304 0.378233 0.32731 0.218309 0.208046 0.190961 0.132321 0.535619 0.196255 0.124938 0.0781365 0.0751667 0.073827 0.063307 0.0541329 0.0499536 0.0328163 0.034503 0.0424014
threshold=0.077755000000000005 0.11745500000000002 0.077930000000000013 0.10254500000000001 -0.24269999999999997 -0.0047649999999999993 0.11688500000000002 -0.070889999999999995 -1.0000000180025095e-35 0.031740000000000011 1.0000000180025095e-35 -0.10175499999999998 0.086080000000000018 0.085245000000000015 0.091570000000000012 -0.072904999999999984 0.037915000000000011 0.08728000000000001 0.08431000000000001 -0.06656999999999999 -0.080624999999999988 0.096510000000000012 0.091305000000000011
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=1 2 4 10 -1 13 7 9 -4 -5 11 -2 -12 -6 16 -3 17 18 -13 -18 -16 22 -22
right_child=3 15 8 6 5 -7 -8 -9 -10 -11 12 14 -14 -15 20 -17 19 -19 -20 -21 21 -23 -24
leaf_value=0.00027409838189664258 0.00045593430081273986 0.00034115165279811985 0.00062585345543585938 0.00040196368063508543 0.00055680610638316754 0.00076602123020217598 0.00037378683756936627 0.00075997440751370926 0.00088426513188233509 0.00066811222993171842 0.00099097205227793969 0.0007996865212033862 0.0007233731382091656 0.00037958422496857299 0.00079377495442056007 0.00018688260283464394 0.00093229341424774033 0.00068956496791844715 0.00068910581206987182 0.00079349683296259623 0.00072618633051715854 0.00077263279112667067 0.00060555367723021559
leaf_weight=87 59 95 62 54 81 59 63 100 79 67 73 710 53 98 73 56 70 79 57 57 84 67 60
leaf_count=87 59 95 62 54 81 59 63 100 79 67 73 710 53 98 73 56 70 79 57 57 84 67 60
internal_value=0 0.000491286 0.000558323 0.000743448 0.000465994 0.000535993 0.000584934 0.000644966 0.000770887 0.000549626 0.000774642 0.000764653 0.00087869 0.000459976 0.000779116 0.000284173 0.00079359 0.000782036 0.000791515 0.000870276 0.000729403 0.000706966 0.000676167
internal_weight=0 617 466 1726 325 238 284 221 141 121 1442 1316 126 179 1257 151 973 846 767 127 284 211 144
internal_count=2343 617 466 1726 325 238 284 221 141 121 1442 1316 126 179 1257 151 973 846 767 127 284 211 144
is_linear=0
shrinkage=0.0032998


Tree=9562
num_leaves=15
num_cat=0
split_feature=48 1 4 376 124 47 47 3 403 11 399 4 12 3
split_gain=0.22801 0.0949153 0.0983652 0.0601513 0.104021 0.0589458 0.0919969 0.0602279 0.36243 0.0780862 0.049674 0.0511611 0.0403476 0.00900729
threshold=0.13252500000000003 0.13052500000000003 0.50373500000000015 0.084195000000000006 -0.085124999999999992 0.079855000000000023 0.090100000000000013 -0.096749999999999989 -0.019354999999999994 0.08776500000000001 0.089300000000000004 -0.086179999999999993 0.084475000000000008 -0.080424999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -7 8 -6 -10 11 -9 -8 -14
right_child=-2 2 -4 -5 5 6 12 10 9 -11 -12 -13 13 -15
leaf_value=-0.0013010040097190486 -0.005342981144089801 0.0054511948102692253 -0.0031917976946601121 0.011087419948972979 -0.0086737094639882575 0.0142648803184532 0.010026773348218519 0.0084097624592899892 0.0078513589251673847 0.0010410151089570176 0.010865991751347337 0.0052079474279848343 0.0033523795756407087 0.0061184768088669347
leaf_weight=62 58 76 73 56 59 54 62 162 178 66 53 1241 67 76
leaf_count=62 58 76 73 56 59 54 62 162 178 66 53 1241 67 76
internal_value=0 0.0053267 0.00120465 0.0056134 0.00546516 0.00567393 0.00805779 0.00532191 0.00315017 0.00601658 0.00577262 0.00557893 0.00641398 0.00483504
internal_weight=0 2285 149 2136 2080 2018 259 1759 303 244 1456 1403 205 143
internal_count=2343 2285 149 2136 2080 2018 259 1759 303 244 1456 1403 205 143
is_linear=0
shrinkage=0.16829


Tree=9563
num_leaves=16
num_cat=0
split_feature=4 3 39 14 0 15 40 40 42 42 3 2 3 4 16
split_gain=2.2172 1.23985 0.730912 0.545852 0.544596 0.536973 0.236958 0.137065 0.14023 0.11811 0.113283 0.0893223 0.085423 0.311446 0.0775041
threshold=0.30163500000000004 0.25468500000000005 0.081875000000000017 0.062655000000000016 -0.10803999999999998 -0.10981499999999998 -0.083564999999999987 -0.074429999999999982 0.08870500000000002 0.11661000000000001 0.11745500000000002 0.099675000000000014 -0.10122999999999999 -0.44205499999999992 0.0055300000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 -2 10 12 -9 -8 13 -6 -14
right_child=7 -3 6 -5 9 -7 11 8 -10 -11 -12 -13 14 -15 -16
leaf_value=0.00068864654904363131 0.00013063304274087752 0.00011353220908767259 0.00022792189023995488 0.00094460947309401048 0.00075776990548667917 0.00029788870125329524 0.00058850657376140019 0.00046625174192684488 0.00017991669799775561 0.00054000468625263443 0.00027679423000072199 0.00039755837177906012 0.0006823939615132309 0.00047021049336470937 0.00062447738457689498
leaf_weight=63 52 53 52 64 70 99 59 75 55 101 66 52 1021 102 359
leaf_count=63 52 53 52 64 70 99 59 75 55 101 66 52 1021 102 359
internal_value=0 0.00061262 0.000625557 0.000643978 0.000633358 0.000450068 0.00041299 0.000282384 0.000322465 0.0006513 0.000377819 0.000499371 0.00065852 0.000587445 0.000667353
internal_weight=0 2095 2042 1879 1815 162 163 248 196 1653 141 111 1552 172 1380
internal_count=2343 2095 2042 1879 1815 162 163 248 196 1653 141 111 1552 172 1380
is_linear=0
shrinkage=0.0032998


Tree=9564
num_leaves=14
num_cat=0
split_feature=48 123 40 14 47 47 41 1 1 2 13 47 1
split_gain=0.164035 0.0918739 0.0913958 0.0696855 0.0553417 0.0854727 0.0559083 0.0778935 0.0572679 0.0500932 0.0322469 0.0401356 0.0209776
threshold=0.13252500000000003 0.09394000000000001 -0.08440499999999998 0.062655000000000016 0.079855000000000023 0.090100000000000013 0.079395000000000007 0.11869500000000001 0.11203500000000001 1.0000000180025095e-35 -0.06977499999999999 0.10621500000000002 0.090195000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 -4 -9 12 -12 -7
right_child=-2 -3 3 -5 5 10 -8 9 -10 -11 11 -13 -14
leaf_value=-0.0014437672727530531 -0.004213087451611296 -0.0015342293902095496 0.0049291054940837362 0.010477829235306541 0.013411827714591479 0.0061245731456886932 -0.00073531252646777108 0.0040759349690989207 0.010342932540293531 -0.0031687601024376756 0.0046148792328778738 0.0109522185738225 0.0014852918827985299
leaf_weight=60 58 62 1595 69 52 55 52 54 58 54 58 58 58
leaf_count=60 58 62 1595 69 52 55 52 54 58 54 58 58 58
internal_value=0 0.00483338 0.00501178 0.00519169 0.00501664 0.00722595 0.00467323 0.00483396 0.00512015 0.000436952 0.00581345 0.00779904 0.00375925
internal_weight=0 2285 2223 2163 2094 281 1813 1761 1653 108 229 116 113
internal_count=2343 2285 2223 2163 2094 281 1813 1761 1653 108 229 116 113
is_linear=0
shrinkage=0.16829


Tree=9565
num_leaves=20
num_cat=0
split_feature=1 13 14 2 2 123 16 13 2 2 13 1456 16 16 52 1 52 394 16
split_gain=3.37074 0.528389 0.433196 0.352673 0.350816 0.289939 0.148446 0.158761 0.14366 0.138664 0.129879 0.095822 0.0764019 0.190881 0.110527 0.069936 0.0690167 0.058806 0.0570959
threshold=0.10932500000000002 -0.10278499999999999 0.062655000000000016 -0.0091949999999999983 0.099450000000000024 0.083715000000000026 0.081265000000000018 -0.091769999999999977 0.11923000000000002 0.084775000000000003 -0.038394999999999992 -0.089834999999999984 0.51222500000000004 -0.032969999999999992 0.047850000000000011 0.12419000000000001 -0.25180499999999995 -0.0034949999999999994 0.032580000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 6 10 7 9 -2 -5 -3 -9 13 14 -6 -12 -8 -13 -15
right_child=1 5 -4 4 12 -7 16 11 -10 -11 15 17 -14 18 -16 -17 -18 -19 -20
leaf_value=0.00041766636617418654 0.00030770771150550116 0.00063573290689605052 0.00095304499907207789 0.0007119792203620338 0.00055659530732215807 0.00027007167789982773 0.00075193341254527906 0.00058277199169895271 7.8522177749166641e-05 0.00048610985806362653 0.00052622665957537389 0.00079103170706629493 0.00068892102604730678 0.00040103287662959563 0.00072913333545405058 0.00037454391369581093 0.00090705685733813825 0.00071207977492378964 0.00053954859269773805
leaf_weight=55 52 59 66 55 74 82 80 60 71 68 67 126 92 52 97 71 58 924 100
leaf_count=55 52 59 66 55 74 82 80 60 71 68 67 126 92 52 97 71 58 924 100
internal_value=0 0.000356358 0.000689046 0.000679562 0.000687608 0.000435877 0.000713193 0.000701503 0.0001757 0.000587395 0.000504713 0.000714116 0.000602998 0.000578416 0.000654674 0.000448442 0.000817386 0.000721588 0.000492393
internal_weight=0 402 1907 1841 1786 279 1371 1233 123 123 197 1110 415 323 171 138 138 1050 152
internal_count=2309 402 1907 1841 1786 279 1371 1233 123 123 197 1110 415 323 171 138 138 1050 152
is_linear=0
shrinkage=0.0032998


Tree=9566
num_leaves=20
num_cat=0
split_feature=2 2 2 16 48 16 2 4 16 12 12 47 160 4 42 12 42 2 42
split_gain=2.17266 1.3003 0.595342 0.262102 0.251263 0.217459 0.212802 0.175324 0.138954 0.130396 0.122091 0.163027 0.292178 0.096719 0.0755559 0.0594228 0.055547 0.0641001 0.0209278
threshold=0.13459500000000005 -0.0091949999999999983 0.106285 0.51148500000000008 0.097025000000000014 -0.019749999999999993 0.16002500000000003 -0.10429499999999998 -0.0098949999999999975 0.085425000000000015 0.083325000000000024 0.077555000000000013 0.061600000000000009 0.062150000000000004 0.095650000000000013 0.086455000000000018 -0.11796999999999999 0.096425000000000025 0.086090000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 4 5 15 14 9 -1 -3 11 12 -9 16 -2 -4 -12 -18 -15
right_child=6 2 3 -5 -6 -7 -8 10 -10 -11 13 -13 -14 18 -16 -17 17 -19 -20
leaf_value=0.00023165484253775262 0.00041611600450178925 0.00088403164181849784 0.00055958693079046688 0.00070440643482392175 0.00030319914541639906 0.00040524080743053955 8.6888941319823086e-05 0.00044064801140451468 0.00045044367560464094 0.00069035449197415891 0.00080360117588178747 0.00076131403533985943 0.00072545437880522964 0.00054248281422124463 0.00024181419649765408 0.00070871252580291522 0.00070001879485654913 0.00059973424690782295 0.00064039216793183992
leaf_weight=77 60 84 67 79 63 78 57 102 55 74 56 55 65 53 52 58 1034 80 60
leaf_count=77 60 84 67 79 63 78 57 102 55 74 56 55 65 53 52 58 1034 80 60
internal_value=0 0.000640853 0.000661724 0.000536513 0.000486518 0.000543236 0.000251861 0.000687679 0.000323084 0.000793545 0.000676541 0.000603799 0.000551712 0.0006891 0.000335505 0.000629063 0.00069818 0.000692849 0.000594782
internal_weight=0 2140 2008 345 266 203 169 1663 132 158 1505 222 167 1283 112 125 1170 1114 113
internal_count=2309 2140 2008 345 266 203 169 1663 132 158 1505 222 167 1283 112 125 1170 1114 113
is_linear=0
shrinkage=0.0032998


Tree=9567
num_leaves=17
num_cat=0
split_feature=4 2 40 2 2 12 14 16 4 4 12 4 2 15 124 42
split_gain=5.67896 2.38011 0.702388 0.532037 0.383113 0.358976 0.326059 0.124789 0.122103 0.114267 0.0938603 0.13873 0.124797 0.0902608 0.0734605 0.0161421
threshold=0.30163500000000004 0.13880500000000004 -0.026419999999999996 0.11177500000000001 0.14019000000000004 0.08784500000000002 0.062655000000000016 -0.5020199999999998 -0.031874999999999994 0.053455000000000009 0.083220000000000002 -0.15450999999999995 0.091205000000000008 -0.054259999999999996 -0.081949999999999981 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 6 7 -5 9 -2 -7 10 11 -4 -12 15 -1 -11
right_child=4 -3 3 5 -6 8 -8 -9 -10 13 12 -13 -14 -15 -16 -17
leaf_value=0.00046572750762977094 0.00036955002277222997 0.00019785259533736972 0.00087218080134038691 0.00037977342799648658 -3.8033056365377779e-05 0.00083227525936665798 0.0010388776225160636 0.00019345095916983171 0.00060793986038772303 0.00072744991906404429 0.00083583576750994888 0.00067687779032069375 0.0007579374024142396 0.00060552335747616353 0.00062416739945199016 0.00081831565206522735
leaf_weight=71 86 82 59 52 54 52 64 92 58 60 964 134 308 58 63 52
leaf_count=71 86 82 59 52 54 52 64 92 58 60 964 134 308 58 63 52
internal_value=0 0.000749406 0.000772059 0.000788715 0.000204849 0.000607145 0.000806007 0.00027873 0.00071431 0.00079687 0.000806455 0.000736764 0.000817001 0.00071406 0.000540481 0.000769952
internal_weight=0 2077 1995 1861 232 162 1699 178 110 1635 1465 193 1272 170 134 112
internal_count=2309 2077 1995 1861 232 162 1699 178 110 1635 1465 193 1272 170 134 112
is_linear=0
shrinkage=0.0032998


Tree=9568
num_leaves=13
num_cat=0
split_feature=48 2 1213 403 34 2 0 0 0 43 0 2
split_gain=0.148274 0.0982476 0.104637 0.116993 0.0975837 0.0813685 0.0723106 0.0801548 0.0580642 0.0513229 0.0823566 0.0588195
threshold=0.11951500000000001 -0.0091949999999999983 -0.10863999999999999 0.30751000000000001 -0.05547499999999999 0.14578500000000003 -0.14989499999999997 -0.13314999999999996 -0.22607999999999998 0.092445000000000013 -0.037224999999999994 0.087765000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 8 -8 -4 10 -9 -11
right_child=-2 2 5 -5 -6 -7 7 9 -10 11 -12 -13
leaf_value=0.0053044300485591642 -0.0019177646908517545 -0.004532066706127956 0.0060463783086634852 0.0057638761867675505 -0.0040586149083883458 0.00041098913225581985 0.00068604553796043676 0.0057747359423770267 0.01240938696326007 0.0076643566023268453 0.0096639197103518728 0.00095048701194618218
leaf_weight=63 86 61 80 64 63 78 88 1293 86 55 177 115
leaf_count=63 86 61 80 64 63 78 88 1293 86 55 177 115
internal_value=0 0.0051889 0.00546326 0.000725083 0.000608649 0.00576269 0.00598213 0.00565721 0.0093537 0.00592286 0.00624425 0.00313319
internal_weight=0 2223 2097 125 126 1972 1894 1728 166 1640 1470 170
internal_count=2309 2223 2097 125 126 1972 1894 1728 166 1640 1470 170
is_linear=0
shrinkage=0.16829


Tree=9569
num_leaves=17
num_cat=0
split_feature=4 3 39 3 3 4 41 16 0 3 0 158 1213 3 132 4
split_gain=3.05219 1.13153 0.736874 0.337912 0.302465 0.177961 0.296775 0.206871 0.210167 0.0964178 0.0934068 0.0778533 0.0838092 0.141278 0.104114 0.044078
threshold=0.30163500000000004 0.17646500000000004 0.082470000000000016 -0.016479999999999998 0.16158000000000003 0.024315000000000003 0.075585000000000013 -0.042349999999999992 -0.12324999999999998 -0.080669999999999978 -0.10803999999999998 -0.42403999999999992 -0.10156 -0.08095999999999999 0.086775000000000005 0.50973500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 10 6 11 8 -7 -10 -2 -1 13 -13 -14 -12
right_child=4 -3 3 -5 -6 7 -8 -9 9 -11 15 12 14 -15 -16 -17
leaf_value=0.00056832815131899748 0.00042188328249287936 0.00020501065341409577 0.00025600343157221875 0.00057228061812795842 4.1251476865997457e-05 0.00085526634411445626 0.00095287270405926185 0.00049106078219866487 0.00049522757062362094 0.00068054026344486172 0.00019384414082262018 0.00048547779614524381 0.00071779253435214486 0.00073092576254501465 0.00061004894822312607 0.00032869997354101739
leaf_weight=52 69 58 58 103 53 54 52 98 52 82 52 52 1252 53 111 58
leaf_count=52 69 58 58 103 53 54 52 98 52 82 52 52 1252 53 111 58
internal_value=0 0.000660303 0.000673365 0.000458561 0.000260976 0.000691959 0.000705887 0.00061528 0.000679846 0.000608891 0.000325837 0.000697414 0.000701963 0.000609706 0.000709044 0.00026527
internal_weight=0 2077 2019 161 232 1858 1572 286 188 134 179 1520 1468 105 1363 110
internal_count=2309 2077 2019 161 232 1858 1572 286 188 134 179 1520 1468 105 1363 110
is_linear=0
shrinkage=0.0032998


Tree=9570
num_leaves=23
num_cat=0
split_feature=2 15 457 40 2 0 43 0 0 49 15 0 52 52 15 0 1213 50 0 49 15 133
split_gain=1.91711 1.14823 0.515756 0.40472 0.248815 0.209392 0.238186 0.194207 0.309307 0.187283 0.134027 0.122413 0.120015 0.270185 0.111041 0.134482 0.095236 0.0650997 0.056631 0.0466212 0.0364978 0.0489384
threshold=0.11891500000000001 -0.41880499999999993 0.069910000000000014 -0.010334999999999999 0.092155000000000015 -0.076209999999999986 -0.040789999999999993 -0.13010499999999997 -0.082594999999999988 1.0000000180025095e-35 -0.059484999999999989 -0.14989499999999997 0.0029250000000000005 -0.45478499999999994 -0.0085199999999999981 -0.13740499999999997 -0.12977499999999997 0.10965000000000001 -0.061994999999999995 0.0062600000000000008 0.041820000000000003 0.092120000000000021
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 -1 4 -2 5 11 18 -4 -9 10 -5 -3 13 -6 15 -15 -13 -18 -7 20 -14 -22
right_child=3 2 7 9 12 6 -8 8 -10 -11 -12 16 19 14 -16 -17 17 -19 -20 -21 21 -23
leaf_value=0.00026593604139200222 0.00017572974839853142 0.00088381093244895676 0.0003590982815263887 0.00027606100109867163 0.00073948777833298155 0.00060651401297013414 0.00076099723912380758 0.00077602373219751489 0.00042192435280810587 0.00058423604240511178 0.00049868671417629658 0.00086005374197949006 0.00059811891484960603 0.00034190426790198247 0.00063248868275842332 0.00055303801001505991 0.00073252721601042132 0.00062475124315241009 0.00046401895896781972 0.00076849848835597485 0.00076546663161463637 0.00062516696262745629
leaf_weight=76 81 65 63 69 102 66 89 52 57 75 53 63 65 52 82 95 832 71 63 72 64 55
leaf_count=76 81 65 63 69 102 66 89 52 57 75 53 63 65 52 82 95 832 71 63 72 64 55
internal_value=0 0.000664831 0.000679911 0.000372792 0.000696149 0.000722702 0.000628726 0.000506375 0.000591176 0.000453638 0.000373064 0.000742538 0.000639591 0.000597327 0.000533852 0.000478591 0.000732996 0.000724092 0.000537197 0.000694099 0.000664795 0.000700918
internal_weight=0 2084 2008 278 1836 1249 218 172 109 197 122 1031 587 331 229 147 966 903 129 256 184 119
internal_count=2362 2084 2008 278 1836 1249 218 172 109 197 122 1031 587 331 229 147 966 903 129 256 184 119
is_linear=0
shrinkage=0.0032998


Tree=9571
num_leaves=20
num_cat=0
split_feature=40 2 15 2 133 133 156 11 481 3 1213 12 3 51 49 3 133 484 50
split_gain=0.151097 0.0849199 0.0930227 0.0820035 0.0690126 0.077893 0.0659622 0.0823774 0.065369 0.119188 0.0716336 0.0614218 0.0861677 0.0675154 0.0490636 0.0446466 0.0400065 0.0413767 0.0305454
threshold=-0.084709999999999994 0.092155000000000015 -0.41880499999999993 0.093595000000000025 0.032620000000000003 0.085345000000000018 -0.00054499999999999991 0.08776500000000001 -0.050449999999999995 -0.12077499999999998 -0.12977499999999997 -0.096989999999999979 0.17646500000000004 0.0053700000000000006 -0.0090499999999999973 0.09037000000000002 0.11370000000000001 -0.0082299999999999995 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 8 -6 -5 11 -4 -10 -11 -8 13 -13 -7 -12 17 -16 -18
right_child=1 3 4 6 5 14 7 -9 9 10 15 12 -14 -15 16 -17 18 -19 -20
leaf_value=-0.0013555783595050933 -0.00037987121146709296 -0.0011403024891370145 0.0034555467032292386 0.010745698074975439 0.00061942357038330224 0.0022450363086027269 0.010544777911579229 -0.0017287666226326573 0.015938923850153872 0.01355856265258145 0.0076197472306419583 0.0042940609293345821 -0.0015556489522048874 0.0088257299981881476 0.012594464662116214 0.0025529315322114438 0.0036354440593415306 0.0069287028762896113 0.0085921701947025489
leaf_weight=88 52 68 90 52 86 73 53 55 54 55 583 496 59 116 59 55 112 103 53
leaf_count=88 52 68 90 52 86 73 53 55 54 55 583 496 59 116 59 55 112 103 53
internal_value=0 0.00573513 0.00656946 0.00445704 0.00684396 0.0052375 0.00491723 0.00452586 0.00777459 0.00829255 0.00769414 0.00500349 0.00456312 0.00515594 0.0062259 0.00718577 0.0071091 0.00900325 0.00523849
internal_weight=0 2274 1375 899 1323 486 831 779 837 747 693 724 671 612 400 638 327 162 165
internal_count=2362 2274 1375 899 1323 486 831 779 837 747 693 724 671 612 400 638 327 162 165
is_linear=0
shrinkage=0.16829


Tree=9572
num_leaves=22
num_cat=0
split_feature=1 1 4 12 13 12 13 52 150 43 4 48 12 1211 151 4 52 1 4 13 1
split_gain=5.53691 1.03031 0.577973 0.47442 0.523278 0.263315 0.228725 0.220453 0.19094 0.168362 0.161499 0.127474 0.121616 0.175045 0.125596 0.0716989 0.0619534 0.0412037 0.0624424 0.0361442 0.0182463
threshold=0.10915500000000002 0.13662500000000002 0.0051600000000000005 -0.064509999999999984 -0.085719999999999977 -0.083994999999999986 -0.052454999999999995 -0.071604999999999988 0.091105000000000005 -0.049364999999999992 0.098655000000000007 0.092150000000000024 0.094760000000000011 0.077345000000000011 -0.086439999999999989 -0.17689999999999997 0.0029250000000000005 0.073870000000000005 -0.042544999999999993 -0.049744999999999991 0.096255000000000021
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=2 3 5 -2 -5 -1 -3 -6 9 16 -11 12 13 14 -7 -16 -4 18 19 -14 -19
right_child=1 6 8 4 7 11 -8 -9 -10 10 -12 -13 17 -15 15 -17 -18 20 -20 -21 -22
leaf_value=0.00050595359074618175 0.00019044418350119149 -7.2794949073547136e-05 0.00047048225973624476 0.00020671760554160187 0.00076705724877585682 0.00062996308643315814 0.00019838519931330182 0.00049592323679163415 0.00040649254468658679 0.00077934385340674777 0.00058356999460196018 0.00062610173180459208 0.00055960344942130105 0.00091599903500503362 0.00086500353526332849 0.00075883643391209694 0.00061947281221196525 0.00079767585438145477 0.00075963306351070712 0.00067125603019745788 0.00070158626740479278
leaf_weight=53 81 73 79 52 52 81 63 92 53 99 90 96 58 84 81 865 54 53 58 89 56
leaf_count=53 81 73 79 52 52 81 63 92 53 99 90 96 58 84 81 865 54 53 58 89 56
internal_value=0 0.00028808 0.000708847 0.000403584 0.000491488 0.000736675 5.25662e-05 0.000594077 0.000591949 0.000622365 0.000686305 0.000744691 0.000752656 0.000769159 0.000757114 0.000767964 0.00053124 0.000694153 0.000665014 0.000627442 0.000748632
internal_weight=0 413 1949 277 196 1574 136 144 375 322 189 1521 1425 1111 1027 946 133 314 205 147 109
internal_count=2362 413 1949 277 196 1574 136 144 375 322 189 1521 1425 1111 1027 946 133 314 205 147 109
is_linear=0
shrinkage=0.0032998


Tree=9573
num_leaves=21
num_cat=0
split_feature=31 2 43 43 11 41 2 1 43 0 160 12 2 43 12 43 49 2 42 43
split_gain=0.117355 0.120566 0.069889 0.114953 0.0625755 0.082553 0.0853089 0.0663941 0.169044 0.054024 0.0566581 0.1269 0.12414 0.0529607 0.0372758 0.0349712 0.0326158 0.0271925 0.0249134 0.0180793
threshold=-0.019269999999999999 0.092155000000000015 0.053035000000000006 0.12397000000000001 0.089270000000000002 0.075585000000000013 0.093595000000000025 0.10322500000000003 -0.078564999999999982 -0.14216999999999999 0.0088350000000000008 0.083795000000000022 0.084045000000000022 -0.081799999999999984 0.084345000000000017 -0.08231999999999999 -0.046979999999999987 0.10136500000000002 0.081685000000000021 -0.065804999999999989
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 2 9 -4 5 6 -3 13 -9 -2 11 19 -12 18 -13 -16 -10 -15 -8 -11
right_child=1 4 3 -5 -6 -7 7 8 16 10 12 14 -14 17 15 -17 -18 -19 -20 -21
leaf_value=-0.002894224222505582 0.0096041041467275767 -0.0022209226520183683 0.01469535412842897 0.0054008656197241604 -0.0019483854239026191 0.010368050295703099 0.0062180698086601342 -0.0059734951518431662 0.00065877105475002564 0.0082618106878720697 -0.0041745660982269901 0.00092134727791290622 0.0060590489719452969 0.0024729824587420247 0.0036217651200075537 0.0061353922687622199 0.0054198385732125978 0.0054487933972375358 0.010956869521981513 0.012439152362578964
leaf_weight=52 96 65 69 85 52 55 83 59 56 53 53 57 91 154 224 558 159 209 54 78
leaf_count=52 96 65 69 85 52 55 83 59 56 53 53 57 91 154 224 558 159 209 54 78
internal_value=0 0.00516822 0.00618271 0.00957695 0.00370357 0.00403432 0.00361698 0.00410957 0.00199346 0.00574923 0.00541542 0.00587903 0.00228003 0.0052656 0.00511434 0.00541767 0.0041881 0.00419128 0.00809903 0.0107628
internal_weight=0 2310 1364 154 946 894 839 774 274 1210 1114 970 144 500 839 782 215 363 137 131
internal_count=2362 2310 1364 154 946 894 839 774 274 1210 1114 970 144 500 839 782 215 363 137 131
is_linear=0
shrinkage=0.16829


Tree=9574
num_leaves=23
num_cat=0
split_feature=1 3 16 16 1 0 43 159 43 3 11 43 13 4 4 16 51 1447 51 3 131 43
split_gain=0.0902771 0.06625 0.0560522 0.0770164 0.0752134 0.0718957 0.0555268 0.130518 0.0802203 0.0676261 0.0494077 0.0417709 0.046234 0.0527872 0.173765 0.0600787 0.0355515 0.0391476 0.0523438 0.0342846 0.0335278 0.0174195
threshold=0.11392000000000001 0.11924500000000002 -0.41863499999999992 -0.082219999999999988 0.13702500000000004 -0.097604999999999983 -0.077274999999999996 0.084780000000000008 -0.086809999999999984 -0.021559999999999996 0.080455000000000013 -0.072864999999999985 -0.0082249999999999979 -1.0000000180025095e-35 -0.060264999999999992 -0.082084999999999991 -0.025359999999999997 -0.079489999999999991 0.077225000000000016 -0.09224499999999998 0.099260000000000015 -0.085154999999999995
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 6 5 -4 -5 -2 7 9 -9 16 11 -8 19 14 -14 -15 21 -18 -19 -13 -21 -1
right_child=2 -3 3 4 -6 -7 10 8 -10 -11 -12 12 13 15 -16 -17 17 18 -20 20 -22 -23
leaf_value=0.0088748255504492446 -0.0059081362899156423 -0.0011645787403525936 0.0085442633503781586 0.0040837328249249136 -0.0035398816629638916 0.0024807029224836255 0.009558362835145327 0.0023485397073496656 -0.0063750735552485114 -0.00075235312605558544 0.0096847851440199795 -9.4949227518428219e-06 0.007967318085867316 0.0060552368295353808 -0.0016689858684437666 0.01361629153210297 6.1407637324903169e-05 0.0039621836316230657 0.0089749298970379868 0.0040857245938133672 0.0085773153133561503 0.0050356793876718707
leaf_weight=90 54 55 56 99 58 62 59 68 53 61 74 52 173 71 76 53 54 309 74 601 52 58
leaf_count=90 54 55 56 99 58 62 59 68 53 61 74 52 173 71 76 53 54 309 74 601 52 58
internal_value=0 0.00457048 0.0015569 0.00318054 0.00125592 -0.00140896 0.00473086 0.00360352 -0.0014577 0.0045543 0.00544339 0.00516576 0.00492368 0.00644741 0.0050189 0.00930147 0.00511071 0.00433723 0.00493539 0.00411496 0.00444615 0.00738243
internal_weight=0 2033 329 213 157 116 1978 767 121 646 1211 1137 1078 373 249 124 585 437 383 705 653 148
internal_count=2362 2033 329 213 157 116 1978 767 121 646 1211 1137 1078 373 249 124 585 437 383 705 653 148
is_linear=0
shrinkage=0.16829


Tree=9575
num_leaves=19
num_cat=0
split_feature=2 31 2 16 43 12 1456 16 2 132 43 12 2 1456 16 12 52 13
split_gain=0.122119 0.0926151 0.153901 0.0682913 0.064718 0.0959067 0.0556926 0.0510387 0.0432144 0.0690164 0.0595796 0.113872 0.0479904 0.0423866 0.0287857 0.0327815 0.0270704 0.0204269
threshold=0.13673000000000005 -0.067479999999999984 -0.0091949999999999983 -0.16238499999999997 0.0032700000000000003 0.08401500000000002 -0.081149999999999986 -0.020464999999999997 0.10124000000000001 0.024785000000000005 -0.085154999999999995 0.085775000000000004 0.12162000000000002 0.087065000000000017 -0.097499999999999989 0.096475000000000019 0.087555000000000008 -0.041999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 6 -6 7 -4 10 12 11 -8 -10 -12 -7 16 -16 -17
right_child=3 2 4 -5 5 14 8 -9 9 -11 13 -13 -14 -15 15 17 -18 -19
leaf_value=0.010288990328108625 0.003235093016949278 -0.0036018113893192417 0.011141914200319217 -0.0042128815628348724 -0.0045870807927499493 0.0055113374065619081 0.0098540772239200936 0.0044830192404842805 0.0020131829073559929 -0.003403676123086387 0.0035771097873641424 0.003556502654773129 0.0075268088015502319 -0.0013658536477237906 -0.0022937906852547423 0.0061074871460142918 0.0025237027823143384 0.0015084556286579288
leaf_weight=52 53 93 54 101 63 74 130 86 272 57 756 221 54 52 72 56 61 56
leaf_count=52 53 93 54 101 63 74 130 86 272 57 756 221 54 52 72 56 61 56
internal_value=0 0.00325599 0.00308561 -0.00163795 0.00338781 0.00140297 0.00383752 0.00706428 0.00354339 0.0019844 0.00405702 0.00589406 0.00293199 0.00325677 0.00259159 0.00170238 -7.07554e-05 0.00382401
internal_weight=0 2209 2157 154 2064 382 1682 140 1542 383 1159 351 326 808 319 245 133 112
internal_count=2363 2209 2157 154 2064 382 1682 140 1542 383 1159 351 326 808 319 245 133 112
is_linear=0
shrinkage=0.16829


Tree=9576
num_leaves=19
num_cat=0
split_feature=41 2 0 12 12 403 49 4 4 150 4 0 39 0 13 50 4 129
split_gain=0.101322 0.0939494 0.0713709 0.0682289 0.0570689 0.208086 0.102427 0.0845915 0.12033 0.0649198 0.054167 0.0584689 0.0500816 0.0348417 0.0344693 0.0344296 0.0446032 0.0363775
threshold=0.075585000000000013 0.13673000000000005 -0.049024999999999992 0.085635000000000003 0.083885000000000015 -0.0068949999999999992 -0.05529499999999999 -0.016164999999999995 -0.15805499999999997 1.0000000180025095e-35 -0.47860499999999995 -0.049744999999999991 0.086425000000000016 -0.11471499999999998 -0.0042049999999999995 0.091755000000000017 -0.026269999999999998 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 -1 14 8 -8 12 -6 13 -9 -12 -7 17 -17 -15
right_child=3 2 -4 -5 10 6 7 9 -10 -11 11 -13 -14 15 -16 16 -18 -19
leaf_value=-0.0089928711674440946 0.010380720229902272 0.0010608799982965806 -0.0065298903890633935 0.0024618849881207308 0.007787126942186048 0.0034701483160328893 0.0020897572064120786 0.0057654977937901513 -0.0075382963829389738 -0.002676075327945217 -0.0011437109219608866 -0.0024617886265488075 0.00021189182575082722 0.0039262468104135813 0.0090152512080975671 -0.0014730200129865617 0.0031206527764634246 0.00047025465358036705
leaf_weight=53 74 88 58 54 65 67 77 138 70 53 54 57 70 969 63 94 163 96
leaf_count=53 74 88 58 54 65 67 77 138 70 53 54 57 70 969 63 94 163 96
internal_value=0 0.00217803 -0.00194233 0.007054 0.00246686 0.00106177 0.00205562 0.000739877 -0.00248281 0.00256184 0.00302 0.00280251 0.00390513 0.00302189 0.00617121 0.0031934 0.00143349 0.00361641
internal_weight=0 2235 146 128 2089 591 538 408 147 261 1498 1433 208 1376 130 1322 257 1065
internal_count=2363 2235 146 128 2089 591 538 408 147 261 1498 1433 208 1376 130 1322 257 1065
is_linear=0
shrinkage=0.16829


Tree=9577
num_leaves=29
num_cat=0
split_feature=1 4 2 16 48 14 49 4 10 4 3 3 2 403 16 52 4 4 43 16 3 52 4 1 3 402 1213 2
split_gain=0.0900817 0.0862118 0.119764 0.156091 0.197368 0.158382 0.242886 0.104339 0.0783993 0.0715501 0.0693352 0.0498751 0.0468701 0.16332 0.0545846 0.0610985 0.0605497 0.0536386 0.0521995 0.0466704 0.0487629 0.0417734 0.0416175 0.0313056 0.0386609 0.0274727 0.0263827 0.0242048
threshold=0.080270000000000022 -0.17689999999999997 0.086100000000000024 -0.23071499999999998 0.092205000000000023 -0.40349999999999991 -0.052259999999999994 0.42405000000000009 0.058500000000000003 0.10534500000000001 -0.036004999999999988 -0.082744999999999985 0.085465000000000013 -0.097479999999999997 0.11346000000000002 -0.013174999999999997 -0.015464999999999998 -0.079554999999999987 -0.082219999999999988 -0.0068949999999999992 -0.092904999999999988 -0.15824499999999997 -0.081374999999999989 0.10574000000000001 -0.062184999999999997 0.0038750000000000004 -0.012529999999999998 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 21 8 7 5 -5 -7 -4 9 11 12 22 13 -1 15 16 -14 26 -18 20 -17 -2 -3 24 -13 -22 -15 -16
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 -12 23 14 17 27 19 18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.007591725046960607 0.0023370623659956158 0.0013454381391966768 -0.0012806886423934033 0.00012873252296921489 0.0030389190106179242 -0.0021046937824155199 -0.017331716017018831 0.0080082824495764839 -0.0042667562346546117 0.0072979937444395101 0.0072637978875805635 0.00023454391595007404 0.0019046785055175529 0.0023618806514395922 0.0021388610713920825 0.0080957543801061654 0.011659326201971628 -0.0018903551646390143 0.0045854359373879022 -0.0013849441878392573 0.0022788679945894251 0.0085436905601469718 0.0070859483998389908 -0.0025954513786071122 0.0052963532534707845 0.0058353996467513996 0.0067737925568077326 -0.0020903612829444684
leaf_weight=54 72 71 83 53 70 52 70 58 53 76 100 184 56 89 91 58 70 52 53 62 369 55 74 71 56 75 70 66
leaf_count=54 72 71 83 53 70 52 70 58 53 76 100 184 56 89 91 58 70 52 53 62 369 55 74 71 56 75 70 66
internal_value=0 0.000914658 0.000373357 -0.00192523 -0.00449519 -0.00751909 -0.0108562 0.00252756 0.0018931 0.00251015 0.00300098 0.00170823 0.00263353 0.000657829 0.00321327 0.00381598 0.00653316 0.0027776 0.00862583 0.00295043 0.00348945 0.00503912 0.00428747 0.000499919 0.00142312 0.00288368 0.00431553 0.000349528
internal_weight=0 1098 971 386 245 175 122 141 585 532 1265 456 1165 265 900 743 179 211 123 564 502 127 145 311 240 444 159 157
internal_count=2363 1098 971 386 245 175 122 141 585 532 1265 456 1165 265 900 743 179 211 123 564 502 127 145 311 240 444 159 157
is_linear=0
shrinkage=0.16829


Tree=9578
num_leaves=21
num_cat=0
split_feature=41 1 34 4 3 2 3 12 4 52 52 1 3 4 131 3 3 15 157 15
split_gain=0.0741486 0.0812567 0.0682916 0.0866576 0.125271 0.0714341 0.0611317 0.0437698 0.12765 0.0554902 0.104204 0.0372012 0.0360141 0.0671731 0.0381698 0.0338666 0.0310942 0.0254639 0.0211984 0.0156438
threshold=0.07831500000000001 0.083555000000000018 -0.078549999999999995 -0.16772499999999999 -0.10468499999999999 0.13673000000000005 -0.036004999999999988 0.083885000000000015 -0.080164999999999986 -0.08929999999999999 -0.040589999999999994 0.10364000000000002 -0.082744999999999985 -0.077679999999999985 0.085335000000000008 -0.15315499999999996 -0.096404999999999991 0.085790000000000019 -0.0062799999999999991 -0.054259999999999996
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 6 -3 11 -5 12 7 8 -1 18 -11 -4 14 -14 -6 -2 -12 -18 -9 -20
right_child=15 2 3 4 5 -7 -8 9 -10 10 16 -13 13 -15 -16 -17 17 -19 19 -21
leaf_value=-0.007306575374416785 0.0089849095104302928 0.0056623622590543359 0.0014860244668203752 -0.007659015816613623 0.00059646155106178448 -0.0041552071321366056 0.0065910231030971442 -0.0027970489708388168 0.0035387818409542784 0.010155702397057738 0.0058742219112254664 0.0075800206674780241 -0.0051641434119763831 0.00072757762269843012 0.0067059143897516315 0.0031911728965235459 0.0012556110545840946 0.003283930785274817 -0.00056533403847225383 0.0032602958915065807
leaf_weight=52 53 64 63 66 67 102 91 61 75 54 71 53 62 472 52 65 397 320 71 52
leaf_count=52 53 64 63 66 67 102 91 61 75 54 71 53 62 472 52 65 397 320 71 52
internal_value=0 0.00147437 0.000343585 -1.77861e-05 -0.000628038 -1.10301e-05 0.00238282 0.00204913 -0.000887691 0.00241441 0.00299312 0.00428584 0.000633548 4.01557e-05 0.00328124 0.00580867 0.0025 0.00216336 -0.00022404 0.0010374
internal_weight=0 2245 1001 937 821 755 1244 1153 127 1026 842 116 653 534 119 118 788 717 184 123
internal_count=2363 2245 1001 937 821 755 1244 1153 127 1026 842 116 653 534 119 118 788 717 184 123
is_linear=0
shrinkage=0.16829


Tree=9579
num_leaves=20
num_cat=0
split_feature=1 2 15 2 2 0 14 0 15 16 0 1 2 16 1 159 159 15 43
split_gain=1.96173 0.35947 0.321158 0.251305 0.239421 0.114955 0.119913 0.128967 0.143824 0.0949014 0.131198 0.211908 0.082561 0.0701884 0.062898 0.0622642 0.168828 0.0325374 0.0687091
threshold=0.10915500000000002 0.13733000000000004 -0.083359999999999976 -0.0091949999999999983 0.099675000000000014 -0.026509999999999995 0.062655000000000016 -0.11208499999999998 -0.095539999999999986 0.51026500000000008 -0.023359999999999995 0.098370000000000027 0.16394500000000004 0.12292000000000002 0.12895500000000001 0.088800000000000004 0.0055900000000000004 0.10556 -0.080249999999999988
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 14 -1 5 6 7 8 -5 10 11 17 -3 -4 -2 16 -9 18 -6
right_child=1 12 13 4 9 -7 -8 15 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00026432003842467681 0.00024478934253420145 0.00015248313758513312 0.00034280477120182765 0.00050041488209918723 0.00054583466578222333 0.00064073970173378467 0.00064868012367025058 0.00050104090531926672 0.0002562904247966062 0.00051014348664425247 0.00024509135217344195 0.00027727039592346261 -2.2486511282844443e-05 0.00050071863802148237 0.00010965448579626405 0.00042018419509458511 0.00069538343520663727 0.00055010527949497963 0.00039349742960620996
leaf_weight=58 95 65 72 55 54 68 58 1086 52 96 57 81 53 57 64 96 52 55 89
leaf_count=58 95 65 72 55 54 68 58 1086 52 96 57 81 53 57 64 96 52 55 89
internal_value=0 0.000227392 0.000290283 0.000479619 0.000486177 0.000506396 0.000499841 0.000493377 0.000382104 0.000417433 0.00039084 0.00042049 7.35965e-05 0.000412854 0.000190617 0.000502997 0.000509952 0.000478902 0.00045127
internal_weight=0 406 288 1957 1899 1467 1399 1341 107 432 336 279 118 129 159 1234 1138 198 143
internal_count=2363 406 288 1957 1899 1467 1399 1341 107 432 336 279 118 129 159 1234 1138 198 143
is_linear=0
shrinkage=0.0032998


Tree=9580
num_leaves=16
num_cat=0
split_feature=4 41 149 4 151 132 3 3 15 2 16 13 12 15 484
split_gain=0.127369 0.10856 0.070306 0.0801898 0.103701 0.0540797 0.0714085 0.0549324 0.0833954 0.0595115 0.0371707 0.035409 0.0533738 0.054588 0.0377325
threshold=-0.51253999999999988 0.085095000000000018 1.0000000180025095e-35 -0.021234999999999997 -0.081779999999999978 0.10613500000000002 0.11924500000000002 -0.092019999999999977 -0.006494999999999999 0.091335000000000013 -0.10654499999999999 -0.10477499999999999 0.083785000000000012 0.084885000000000002 0.057755000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 -9 -5 -8 -6 13 -13 -14
right_child=1 -3 -4 5 11 -7 10 8 -10 -11 -12 12 14 -15 -16
leaf_value=-0.0055849828447915402 0.010335591260377766 0.0094097736053138231 0.0084289510098088487 0.002059981116310932 -0.0012644641218897009 0.0065385504273264795 -4.9429807215455994e-05 0.0015294021181405458 0.008115950699522867 -0.0052493697320013261 -0.0063036704349926547 0.0035930097514812877 0.0029435326282148473 0.010290764951377681 -0.0017149102941689464
leaf_weight=54 57 66 55 60 53 53 57 734 59 66 52 93 794 56 52
leaf_count=54 57 66 55 60 53 53 57 734 59 66 52 93 794 56 52
internal_value=0 0.00267311 0.0024739 0.00232325 0.00333243 0.00129001 0.00101766 0.00150202 0.00202171 -0.00175447 -0.00304959 0.00294981 0.0031761 0.00612234 0.00265507
internal_weight=0 2307 2241 2186 1105 1081 1028 919 793 126 109 1048 995 149 846
internal_count=2361 2307 2241 2186 1105 1081 1028 919 793 126 109 1048 995 149 846
is_linear=0
shrinkage=0.16829


Tree=9581
num_leaves=9
num_cat=0
split_feature=4 41 123 402 1375 151 1427 403
split_gain=0.0881643 0.0764178 0.0617013 0.0630371 0.0496389 0.139128 0.0597976 0.055196
threshold=-0.51253999999999988 0.088820000000000024 0.106035 0.13499500000000003 -0.14438999999999999 0.043560000000000008 0.083935000000000023 -0.090799999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.0046450876406885352 -0.0026229893071722911 0.0086130251025667865 -0.0036410888153617549 -0.0035647367309952147 0.0043158232171805148 0.0090785690050174239 0.0075813127397952144 0.001684511084001772
leaf_weight=54 55 52 52 52 262 87 57 1690
leaf_count=54 55 52 52 52 262 87 57 1690
internal_value=0 0.00222377 0.00207564 0.0022114 0.00235187 0.00248327 0.00219676 0.00203861
internal_weight=0 2307 2255 2203 2151 2096 2009 1952
internal_count=2361 2307 2255 2203 2151 2096 2009 1952
is_linear=0
shrinkage=0.16829


Tree=9582
num_leaves=16
num_cat=0
split_feature=2 4 40 41 4 2 2 16 4 1447 15 1 1429 13 0
split_gain=3.48084 1.29402 0.678529 0.349065 0.266956 0.519709 0.264168 0.193537 0.192969 0.151586 0.132535 0.128379 0.10509 0.0940815 0.0805349
threshold=0.12051500000000002 0.30163500000000004 -0.0095299999999999985 0.07831500000000001 0.20353000000000002 0.14234000000000005 0.10222000000000002 -0.49181999999999998 -0.060264999999999992 -0.086219999999999977 -0.42075999999999997 0.092655000000000015 0.084690000000000015 -0.05176999999999999 -0.077584999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 6 5 -2 9 -3 -8 -4 -6 -1 14 -10 -11
right_child=4 7 3 -5 10 -7 8 -9 13 12 -12 -13 -14 -15 -16
leaf_value=0.0006380803670651584 0.00063205090191596389 0.0004956525468954293 0.00089219357495840988 0.0010145630197719729 0.00030540808929586759 0.00022144269482357243 0.00076302091288799241 0.00023105877222970403 0.00065879208933866532 0.00076853619448506228 9.2841903558654276e-05 0.00043469730458997152 0.00063286823740796717 0.000502062703461896 0.0007045860356739049
leaf_weight=56 62 70 86 52 64 74 95 54 82 1041 65 91 86 92 291
leaf_count=56 62 70 86 52 64 74 95 54 82 1041 65 91 86 92 291
internal_value=0 0.000708274 0.000728853 0.000746267 0.000306643 0.000408891 0.000738379 0.00038071 0.000642261 0.000755546 0.000198574 0.000512416 0.000747234 0.000576126 0.000754592
internal_weight=0 2096 1972 1825 265 136 1773 124 269 1504 129 147 1418 174 1332
internal_count=2361 2096 1972 1825 265 136 1773 124 269 1504 129 147 1418 174 1332
is_linear=0
shrinkage=0.0032998


Tree=9583
num_leaves=11
num_cat=0
split_feature=147 39 49 147 133 16 16 13 0 13
split_gain=0.0633531 0.0759965 0.0643313 0.0639452 0.0519041 0.0817485 0.0521936 0.0520681 0.076523 0.068626
threshold=0.095485000000000014 0.11233000000000001 -0.15562499999999999 0.087210000000000024 -0.24264499999999997 -0.097069999999999976 0.63113500000000011 0.064420000000000019 0.036480000000000005 0.102565
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -6 -9
right_child=-2 -3 3 -5 6 -7 -8 9 -10 -11
leaf_value=-0.0035259173671094261 0.0080574460041200648 -0.0041230023404389025 0.010988862527351866 -0.0031550458704058698 0.0024577876733803332 0.0023578683444308393 -0.0028160291710589299 0.010288958554007428 -0.0023487293178208182 0.0031088831464170779
leaf_weight=53 52 54 52 57 1673 79 54 53 99 135
leaf_count=53 52 54 52 57 1673 79 54 53 99 135
internal_value=0 0.00210431 0.00225423 0.00239417 0.00254247 0.00579763 0.00232984 0.00247253 0.00218824 0.00514261
internal_weight=0 2309 2255 2202 2145 131 2014 1960 1772 188
internal_count=2361 2309 2255 2202 2145 131 2014 1960 1772 188
is_linear=0
shrinkage=0.16829


Tree=9584
num_leaves=21
num_cat=0
split_feature=160 4 483 1446 0 159 484 147 4 11 4 51 159 52 51 1204 4 133 15 52
split_gain=0.0669646 0.0647681 0.0392481 0.0580546 0.0509221 0.0575551 0.0431835 0.038339 0.0794085 0.130098 0.0935343 0.0502705 0.0615572 0.0577483 0.0361353 0.0323599 0.03109 0.0302274 0.02938 0.0141608
threshold=-0.022594999999999997 -0.15238499999999996 0.10143000000000001 0.037915000000000011 -0.081444999999999976 0.08728000000000001 0.010565000000000001 0.092070000000000013 0.30163500000000004 1.0000000180025095e-35 0.49433000000000005 0.0089800000000000019 -0.020999999999999994 0.044705000000000002 -0.085099999999999981 -0.084344999999999989 -0.0038549999999999995 0.26786500000000008 0.087720000000000006 0.0060650000000000009
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 -1 3 4 5 14 -6 8 9 11 -10 12 -2 16 -3 -14 18 -17 -13 -16
right_child=7 2 -4 -5 6 -7 -8 -9 10 -11 -12 13 15 -15 19 17 -18 -19 -20 -21
leaf_value=-0.0049482918077043457 0.0075457326249186883 -0.0026940597974384117 -0.0024054598113263524 0.0051124683302737773 0.0007825907611981554 -0.004856442586006769 0.0071607333919982393 0.0068473302461078247 -0.0067250988183078066 0.0085368610774262197 0.0020110198324759347 0.0053426519862879258 -0.0017269724456662173 -0.0048859878822735759 0.0036844635428316557 0.0029162552496758906 -0.0019859505489969445 0.00030912265845363434 0 0.00047837284271825089
leaf_weight=58 69 63 85 101 73 69 52 54 58 99 86 65 52 54 78 910 52 148 54 81
leaf_count=58 69 63 85 101 73 69 52 54 58 99 86 65 52 54 78 910 52 148 54 81
internal_value=0 0.000417724 0.0009377 0.00149082 0.000607211 -0.00060786 0.00345027 0.00241836 0.00227206 0.00263419 -0.00149522 0.00221669 0.00265665 -8.07028e-05 0.000704552 0.00235112 0.00142625 0.00255325 0.00293239 0.00206247
internal_weight=0 660 602 517 416 291 125 1701 1647 1503 144 1404 1179 225 222 1110 171 1058 119 159
internal_count=2361 660 602 517 416 291 125 1701 1647 1503 144 1404 1179 225 222 1110 171 1058 119 159
is_linear=0
shrinkage=0.16829


Tree=9585
num_leaves=20
num_cat=0
split_feature=30 2 50 2 1456 1212 0 16 0 51 15 15 133 133 158 1447 42 15 1
split_gain=0.0811201 0.0748648 0.0609545 0.110857 0.0559729 0.052702 0.0705616 0.0441525 0.0818253 0.0742245 0.0477904 0.0556114 0.0419192 0.0419515 0.0403323 0.0504908 0.0302644 0.0201006 0.0145998
threshold=0.086065000000000016 0.099675000000000014 1.0000000180025095e-35 0.16394500000000004 0.085405000000000023 0.089590000000000017 -0.082234999999999989 -1.0000000180025095e-35 -0.078964999999999994 -0.020604999999999995 -0.083359999999999976 0.035560000000000008 -0.15498499999999996 -0.44909999999999994 0.097560000000000022 -0.08039499999999998 0.11623000000000001 -0.14524999999999996 0.10044000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 12 -7 10 -9 18 17 -12 13 -1 15 -14 -17 -3 -10
right_child=-2 2 -4 -5 -6 6 -8 8 9 -11 11 -13 14 -15 -16 16 -18 -19 -20
leaf_value=0.0012722585695847577 -0.0049733593124248916 0.00080947734575236051 0.0035994665020338125 -0.0084773837551473923 0.0056592110177851596 0.0083302902505104741 0.0010062103338521935 -0.0078992854708674135 0.0037379231205321773 -0.0045591315335821959 0.0069228121716563657 -9.7263146074340266e-05 -0.0036006729558641037 -0.0050563207314879288 0.0046837100728040273 0.0015678682189890541 -0.0023680646019884352 -0.0030324335388664872 0.00012039744536853518
leaf_weight=58 65 88 92 52 94 70 81 52 68 77 66 61 61 60 97 1068 58 68 61
leaf_count=58 65 88 92 52 94 70 81 52 68 77 66 61 61 60 97 1068 58 68 61
internal_value=0 0.00104993 -0.000426523 -0.00105416 0.00166509 0.00142218 0.00441338 -0.00033733 -0.00193216 -0.00041717 0.00111026 0.00353682 0.00109874 -0.00193044 0.00137852 0.00110691 0.00136353 -0.000853685 0.00204124
internal_weight=0 2332 685 593 1647 1553 151 541 258 206 283 127 1402 118 1284 1187 1126 156 129
internal_count=2397 2332 685 593 1647 1553 151 541 258 206 283 127 1402 118 1284 1187 1126 156 129
is_linear=0
shrinkage=0.16829


Tree=9586
num_leaves=30
num_cat=0
split_feature=1 52 3 2 30 4 3 3 15 3 11 4 3 123 15 0 52 3 16 402 4 3 4 51 16 2 2 52 16
split_gain=4.7771 0.712499 0.43424 0.419365 0.293277 0.231452 0.215344 0.255447 0.182929 0.228522 0.184244 0.136003 0.255138 0.193964 0.0800535 0.0782504 0.0772654 0.0573843 0.0483477 0.0518443 0.0471547 0.0622163 0.0465203 0.050725 0.0401249 0.0409114 0.029288 0.0237802 0.0130827
threshold=0.10574000000000001 -0.40011499999999994 -0.072579999999999992 0.14721500000000001 0.085875000000000021 0.41181500000000004 -0.048154999999999996 0.12991000000000003 0.03981500000000001 -0.11197999999999998 0.080705000000000013 -0.065454999999999985 0.092330000000000009 1.0000000180025095e-35 -0.46319999999999995 -0.077639999999999987 0.11232500000000002 -0.036004999999999988 -0.096494999999999984 0.087105000000000016 -0.082249999999999976 -0.081814999999999985 0.0051600000000000005 0.10664000000000001 0.26538000000000006 0.087575000000000014 0.08400500000000001 0.086065000000000016 -0.11777499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 5 6 -3 -8 9 10 -1 -4 13 15 -7 17 18 -13 -10 20 27 -22 23 24 25 -11 -21 -20 -24
right_child=1 3 11 -5 -6 14 7 -9 16 22 -12 12 -14 -15 -16 -17 -18 -19 19 26 21 -23 28 -25 -26 -27 -28 -29 -30
leaf_value=0.00045046657045172498 0.00069545477575106438 0.000606732851365649 0.000710481185449435 9.8296855706649265e-05 0.00012112629428902802 0.0003704235948592544 0.00021974280389752503 0.0005269611701475259 0.00087047871670323999 0.00072478872986096894 0.00069863187181288307 0.00063105017191570224 0.0003562257067472047 0.0004287131177810339 0.00020322985531932432 0.00056222068450773619 0.00066960846229857445 0.0007618136944188504 0.00074824940861513932 0.00088331586129960745 0.00064761177510678678 0.00076321085586448958 0.00069956772979028084 0.00063372738505607323 0.00065850695536293644 0.00080650617621649541 0.00077575584066937031 0.00082182464959768713 0.00062481471820142911
leaf_weight=76 54 68 101 95 55 56 60 59 54 169 59 83 52 54 74 78 100 75 144 57 105 113 59 56 55 134 76 97 79
leaf_count=76 54 68 101 95 55 56 60 59 54 169 59 83 52 54 74 78 100 75 144 57 105 113 59 56 55 134 76 97 79
internal_value=0 0.000336117 0.000693431 0.000294491 0.0003445 0.000383144 0.000457773 0.000372357 0.00072147 0.000682102 0.000559185 0.000602653 0.000570706 0.000609043 0.000275523 0.000650156 0.000757677 0.000693344 0.000771255 0.000762145 0.00074469 0.000707694 0.000712099 0.000730371 0.00074539 0.000761044 0.000822118 0.000778009 0.00065703
internal_weight=0 521 1876 467 372 317 187 119 1433 687 135 443 342 290 130 236 746 158 646 592 459 218 552 414 358 303 133 241 138
internal_count=2397 521 1876 467 372 317 187 119 1433 687 135 443 342 290 130 236 746 158 646 592 459 218 552 414 358 303 133 241 138
is_linear=0
shrinkage=0.0032998


Tree=9587
num_leaves=20
num_cat=0
split_feature=3 481 41 1186 47 42 2 2 3 52 52 156 156 3 43 43 2 2 49
split_gain=0.0817204 0.0663215 0.064307 0.0654656 0.0560029 0.0491208 0.0668895 0.060392 0.0577605 0.049918 0.0886797 0.0550631 0.0401275 0.0478691 0.0482937 0.0560857 0.039764 0.039111 0.0371802
threshold=-0.072579999999999992 -0.085804999999999979 0.077565000000000009 0.084100000000000022 0.10621500000000002 0.11387000000000001 0.14870000000000003 0.12330500000000001 0.11745500000000002 -0.086814999999999989 0.11667000000000001 0.082525000000000015 0.087205000000000019 -0.14162499999999997 0.065040000000000014 0.24306000000000003 0.087575000000000014 0.10457000000000001 -0.014869999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 5 6 7 8 9 11 -11 -2 13 -3 18 -16 -14 -18 -15
right_child=4 2 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 16 14 15 -17 17 -19 -20
leaf_value=0.0068323028449523877 0.0071018884160615504 0.0061749081523174076 -0.0029083429281434561 -0.0037228146506404344 0.0039531171469256712 -0.0047845403171806215 -0.0056103280033975812 0.0053935857205623019 -0.0043360424419973346 -0.0020696537370531098 0.0040982503942342853 -0.00027476630986195355 -0.0035654529328670668 -0.0011068687883617246 -0.0051347125814313445 0.0026706890459472638 0.0045767426681772513 -0.0016012546850678081 0.0028720810717654719
leaf_weight=75 60 95 81 55 85 72 58 61 81 255 89 54 63 71 52 52 62 54 922
leaf_count=75 60 95 81 55 85 72 58 61 81 255 89 54 63 71 52 52 62 54 922
internal_value=0 0.00194003 0.00169536 0.00195812 -0.000132298 -0.000610459 -0.00015099 0.000373752 -0.000191022 0.000538127 -0.000468665 0.00359192 0.00218733 0.00254023 0.00222383 -0.00121474 -0.0001527 0.00168529 0.00258577
internal_weight=0 1582 1507 1426 815 730 658 600 539 458 344 114 1371 1192 1097 104 179 116 993
internal_count=2397 1582 1507 1426 815 730 658 600 539 458 344 114 1371 1192 1097 104 179 116 993
is_linear=0
shrinkage=0.16829


Tree=9588
num_leaves=16
num_cat=0
split_feature=10 16 13 13 10 4 1 15 16 1 51 16 43 43 3
split_gain=0.0660514 0.0734075 0.141995 0.0987485 0.113533 0.151937 0.0789726 0.0609604 0.0726335 0.0557636 0.0491408 0.0551406 0.0480674 0.0492951 0.0490547
threshold=0.058500000000000003 0.24579500000000001 0.034905000000000012 -0.46134499999999995 -1.0000000180025095e-35 1.0000000180025095e-35 0.13539000000000004 -0.074959999999999985 0.51148500000000008 0.098370000000000027 0.067785000000000012 -1.0000000180025095e-35 0.065040000000000014 0.15737500000000001 -0.15197999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 5 -5 9 -3 -9 12 11 -11 14 -14 -6
right_child=-2 2 -4 4 6 -7 -8 8 -10 10 -12 -13 13 -15 -16
leaf_value=0.0085732789895527732 -0.0046788864631583209 0.0060250856667986531 -0.0068775069460365176 0.0019478828466657316 0.007303578310769155 -0.010080996719922602 0.0080708407839111783 -0.0035608860130126839 0.0034791893387295355 -0.0004387881820281075 0.0029569753116439391 -0.0067866419475799133 -0.0045475854946428855 0.0013079288634612247 0.0020161806409851337
leaf_weight=55 56 53 90 63 52 56 53 96 73 155 76 52 62 118 1287
leaf_count=55 56 53 90 63 52 56 53 96 73 155 76 52 62 118 1287
internal_value=0 0.00116376 -0.00123626 0.0015337 0.00133665 -0.00369767 0.00166057 0.00104264 -0.000509276 0.00147104 -0.000693242 -0.0020421 0.00187544 -0.00069899 0.00222286
internal_weight=0 2341 312 2029 1974 119 1855 222 169 1802 283 207 1519 180 1339
internal_count=2397 2341 312 2029 1974 119 1855 222 169 1802 283 207 1519 180 1339
is_linear=0
shrinkage=0.16829


Tree=9589
num_leaves=19
num_cat=0
split_feature=402 43 16 4 1447 4 2 2 4 4 2 124 14 3 3 2 133 43
split_gain=0.0679931 0.06223 0.104818 0.0503507 0.0425228 0.0485437 0.0567 0.0698057 0.0515721 0.0598998 0.042363 0.0404846 0.068229 0.0641406 0.196479 0.0731287 0.0907047 0.0564169
threshold=0.13597000000000001 -0.17922499999999997 -0.023519999999999996 -0.068484999999999976 -0.082869999999999985 -0.077679999999999985 0.095415000000000014 0.10613000000000002 -0.13833499999999996 -0.082249999999999976 0.088435000000000014 -0.086944999999999981 -0.10708499999999999 0.095555000000000015 0.12991000000000003 0.096425000000000025 0.026115000000000003 -0.0070549999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 8 -8 -6 -10 -7 -5 -13 15 -15 17 -17 -14
right_child=-2 3 -4 11 5 10 7 -9 9 -11 -12 12 13 14 -16 16 -18 -19
leaf_value=0.0010797685943835097 0.0067066107196384946 0.0057991685482389763 -0.0084477578361368631 -0.0042270004540522176 -0.0036835095516700106 0.0079565942012339904 0.008067523460160134 0.00086783483340587453 0.002649212538984255 -0.0013840801418435137 0.0016794573575453244 0.0047197124163069282 0.00068311689625957773 -0.010413728345634312 0.0018046046260917089 -0.0043133907529606021 0.0013753210997360685 0.0041511980731125803
leaf_weight=80 55 74 55 54 84 58 64 96 238 185 66 99 540 62 93 162 155 177
leaf_count=80 55 74 55 54 84 58 64 96 238 185 66 99 540 62 93 162 155 177
internal_value=0 0.000715671 -0.00278851 0.000930832 0.00193241 0.00156839 0.000996517 0.00375894 0.000121203 0.000880996 0.00463003 0.000283918 0.000474435 0.000119449 -0.00307114 0.000599465 -0.00152618 0.00154176
internal_weight=0 2342 135 2207 865 791 667 160 507 423 124 1342 1288 1189 155 1034 317 717
internal_count=2397 2342 135 2207 865 791 667 160 507 423 124 1342 1288 1189 155 1034 317 717
is_linear=0
shrinkage=0.16829


Tree=9590
num_leaves=17
num_cat=0
split_feature=4 376 151 11 4 13 4 159 1455 43 13 2 4 160 160 4
split_gain=0.0838463 0.0890424 0.0834774 0.0918327 0.0850689 0.0621243 0.0720149 0.0580941 0.0716881 0.0551674 0.0535558 0.0301743 0.0321383 0.0126823 0.0171341 0.0099877
threshold=0.024315000000000003 0.083705000000000016 0.085465000000000013 0.079300000000000009 -0.44205499999999992 -0.15714499999999998 0.40124500000000002 -0.4516099999999999 -1.0000000180025095e-35 -0.23269999999999999 -0.052454999999999995 0.084360000000000004 0.057265000000000003 0.066685000000000008 -0.0071899999999999993 0.50657000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 11 -6 -9 -10 -8 -7 -13 14 -14 -12
right_child=5 -3 -4 -5 7 6 10 8 9 -11 15 12 13 -15 -16 -17
leaf_value=0.0066240635330924108 0.003179038059460034 0.0075236669798460195 0.0078131550540811098 -0.0040326831462098771 -0.0036384862335861901 0.0024672014161184076 -0.0082660820455045941 0.0068728333014475241 0.0050658207751454413 0.00067702331788837178 -0.0036327235260250174 -0.0046880446436726002 0.0012633907534741983 0.0021169771021980117 -0.0026557761155049323 -0.00052759063205513358
leaf_weight=80 90 65 52 98 73 92 63 61 87 1240 64 55 55 54 73 57
leaf_count=80 90 65 52 98 73 92 63 61 87 1240 64 55 55 54 73 57
internal_value=0 0.00140621 0.00117 0.000958138 0.0012767 -0.000892446 -0.00161024 0.000982659 0.001227 0.000966113 -0.00427676 -0.000113481 -0.00112285 -3.55782e-05 -0.000957723 -0.00218482
internal_weight=0 1756 1691 1639 1541 603 513 1461 1388 1327 184 329 237 182 128 121
internal_count=2359 1756 1691 1639 1541 603 513 1461 1388 1327 184 329 237 182 128 121
is_linear=0
shrinkage=0.16829


Tree=9591
num_leaves=23
num_cat=0
split_feature=4 12 13 12 133 12 12 4 4 15 43 15 12 4 2 0 160 12 13 13 15 12
split_gain=14.6073 5.12236 1.19428 1.05312 0.953568 0.55241 0.383326 0.305993 0.302962 0.27171 0.230466 0.147543 0.11292 0.112122 0.0791491 0.0408554 0.0323729 0.0286912 0.0192992 0.106015 0.0177876 0.0128553
threshold=0.30163500000000004 0.054520000000000006 -0.00038499999999999998 0.09141500000000001 -1.0000000180025095e-35 0.13332500000000003 -0.042789999999999988 -0.096364999999999992 -0.14538499999999996 -0.035449999999999988 -0.081204999999999986 -0.4666249999999999 0.084405000000000022 0.018150000000000003 0.12190500000000001 -0.097829999999999986 -0.081814999999999985 0.09697500000000002 0.071660000000000015 0.0052200000000000015 0.076335000000000014 0.088125000000000023
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 2 4 7 -1 13 11 -3 -4 -10 -6 -2 16 18 -8 -14 -9 -15 19 20 -5 -17
right_child=6 3 8 5 10 -7 14 12 9 -11 -12 -13 15 17 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.0045172573019203726 0.0037909071070098338 0.0050339416542998861 0.0046641763822330489 0.0046473568246382683 0.004164268980384694 0.0043067620977854668 0.004002478457220288 0.0047960512324737511 0.0045273975065583472 0.0042210308961243056 0.0038908280352848222 0.0035279212039945598 0.0046511004225855395 0.0046432561364102426 0.003826775668165422 0.0048010833002198293 0.0049287344852654161 0.0045114691862486577 0.0047508459515067719 0.0045239777224165452 0.0047277440873641904 0.0047468809004891591
leaf_weight=57 56 66 83 132 66 54 89 65 85 59 86 52 52 68 63 386 101 79 111 58 211 280
leaf_count=57 56 66 83 132 66 54 89 65 85 59 86 52 52 68 63 386 101 79 111 58 211 280
internal_value=0 0.00464984 0.00433053 0.00473353 0.00414836 0.00463627 0.00381983 0.00480649 0.00449809 0.00440212 0.00400979 0.00366461 0.00478947 0.00466322 0.00392989 0.00476918 0.00487699 0.00457267 0.00468915 0.00467199 0.00469691 0.00477835
internal_weight=0 2099 436 1663 209 713 260 950 227 144 152 108 884 659 152 718 166 147 512 401 343 666
internal_count=2359 2099 436 1663 209 713 260 950 227 144 152 108 884 659 152 718 166 147 512 401 343 666
is_linear=0
shrinkage=0.0032998


Tree=9592
num_leaves=18
num_cat=0
split_feature=4 16 15 484 402 402 52 133 43 0 43 484 0 0 43 3 51
split_gain=0.0857393 0.0794259 0.0924367 0.0791688 0.0715038 0.10268 0.0743487 0.0766196 0.0633016 0.0572053 0.0477781 0.043697 0.053404 0.0495528 0.0371732 0.0334751 0.00984109
threshold=0.07252500000000002 -0.49181999999999998 -0.12431499999999999 0.087150000000000019 0.088375000000000023 0.11462500000000002 0.28251000000000009 0.048240000000000005 0.066795000000000007 -0.065794999999999979 -1.0000000180025095e-35 -0.24201499999999995 -0.14989499999999997 -0.13740499999999997 -0.23269999999999999 -0.082154999999999992 0.080335000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 11 16 9 10 -3 -1 -13 -14 -15 -5 -8
right_child=1 8 -4 15 5 -7 7 -9 -10 -11 -12 12 13 14 -16 -17 -18
leaf_value=-0.00012160223029533118 0.00874824690752702 0.0010836140650879787 0.0011349411172444856 0.010754467639348042 0.011308685547803477 0.0033941778986282299 -0.00019173869237305003 0.005785449033337193 -0.004799778741992596 -0.001613578456808382 0.0077686416538556248 0.009333116515296367 0.00011654712268946347 0.008469449551870541 0.0045694729980306588 0.0058558912333021617 -0.0034893006132866496
leaf_weight=52 93 69 89 88 103 86 52 57 52 84 55 71 68 75 1136 76 53
leaf_count=52 93 69 89 88 103 86 52 57 52 84 55 71 68 75 1136 76 53
internal_value=0 0.0023378 0.00503513 0.00494646 0.00461343 0.00771688 0.00423724 0.000810334 0.000442765 0.00176204 0.00406324 0.00463194 0.00481637 0.00456423 0.00481249 0.00849535 -0.00187333
internal_weight=0 442 182 1917 1753 189 1564 162 260 208 124 1402 1350 1279 1211 164 105
internal_count=2359 442 182 1917 1753 189 1564 162 260 208 124 1402 1350 1279 1211 164 105
is_linear=0
shrinkage=0.16829


Tree=9593
num_leaves=20
num_cat=0
split_feature=4 3 39 13 0 4 3 0 3 3 0 160 4 484 4 4 484 474 0
split_gain=2.71818 0.810563 0.42096 0.202256 0.195969 0.156825 0.215778 0.128247 0.192274 0.119337 0.120601 0.0850546 0.0831985 0.0685632 0.0673428 0.0530956 0.0502957 0.0331849 0.0253296
threshold=0.30163500000000004 0.30112000000000005 0.082470000000000016 -0.077849999999999989 -0.068669999999999995 -0.030434999999999993 0.088465000000000002 -0.10803999999999998 -0.0026499999999999996 0.077930000000000013 -0.08095999999999999 -0.014124999999999999 -0.081929999999999989 0.085845000000000019 -0.0027699999999999995 -0.082634999999999986 0.0038100000000000005 0.085685000000000011 -0.082654999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -4 9 14 -2 -9 10 15 -12 -1 16 -7 -5 17 -14 -16
right_child=7 -3 4 5 -6 6 -8 8 -10 -11 11 -13 13 -15 18 -17 -18 -19 -20
leaf_value=0.00073670690439237507 0.00031326074058202018 0.00017501630012117404 0.00053022698373872 0.00067588919956535593 0.00030545127619657834 0.00047625836410302954 0.00032525196694740797 0.000248684261428916 1.5046142106090444e-05 0.00073049433844572917 0.00043826795163406571 0.00057288025628754067 0.00061482370302455634 0.00071844056137408468 0.00061373919705802861 0.00055519953498150726 0.00051485566017232473 0.00070016044290881706 0.00054083353552978209
leaf_weight=95 96 54 95 182 78 101 55 102 62 72 62 378 428 86 130 56 53 64 110
leaf_count=95 96 54 95 182 78 101 55 102 62 72 62 378 428 86 130 56 53 64 110
internal_value=0 0.000574995 0.00058554 0.00059998 0.000429087 0.0005724 0.000518622 0.000217085 0.000160572 0.000600748 0.000586917 0.000553992 0.000643466 0.000629372 0.000549708 0.00064764 0.000615253 0.000625996 0.000580471
internal_weight=0 2099 2045 1872 173 1146 396 260 164 750 678 440 726 631 341 238 545 492 240
internal_count=2359 2099 2045 1872 173 1146 396 260 164 750 678 440 726 631 341 238 545 492 240
is_linear=0
shrinkage=0.0032998


Tree=9594
num_leaves=14
num_cat=0
split_feature=40 4 52 123 15 124 41 151 13 52 4 13 4
split_gain=0.0801587 0.0698732 0.0528835 0.063019 0.0645636 0.0493018 0.0475223 0.0500245 0.0487813 0.0868801 0.0672918 0.0449182 0.0632681
threshold=0.051255000000000002 0.27044500000000005 0.044705000000000002 0.086935000000000026 -0.26424499999999995 -0.083229999999999985 0.083525000000000016 0.06617000000000002 -0.066659999999999983 0.40945500000000007 -0.084384999999999988 -0.40078499999999995 -0.081929999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 7 8 11 10 -10 -7 -13
right_child=-2 2 -4 -5 -6 6 -8 -9 9 -11 -12 12 -14
leaf_value=0.0084623616631355897 -0.0021881307275209661 -0.0053452797395272299 0.0054763661353325237 0.0050553335505237156 0.0020073715127172402 0.00049753648088501109 -0.00055182531072709719 0.009068793767168808 0.0057942963607968585 -0.0028222671288888265 0.0027987499824801772 0.0097685909927434974 0.0050560565349877266
leaf_weight=89 56 70 73 53 65 53 53 67 344 57 566 92 721
leaf_count=89 56 70 73 53 65 53 53 67 344 57 566 92 721
internal_value=0 0.00423503 0.00163147 0.000128948 -0.00179181 0.00456692 0.00438848 0.00452724 0.00436026 0.00353305 0.00393311 0.00528186 0.00559154
internal_weight=0 2303 261 188 135 2042 1953 1900 1833 967 910 866 813
internal_count=2359 2303 261 188 135 2042 1953 1900 1833 967 910 866 813
is_linear=0
shrinkage=0.16829


Tree=9595
num_leaves=12
num_cat=0
split_feature=403 12 132 3 14 159 403 1456 1446 12 15
split_gain=0.0620282 0.274406 0.105697 0.241429 0.0880522 0.0692961 0.0622362 0.0569945 0.0473344 0.0338898 0.0192879
threshold=-0.092894999999999991 0.085185000000000025 0.10720500000000001 0.31534000000000006 0.019675000000000002 -0.46217999999999998 -0.085464999999999985 -0.084824999999999998 0.037915000000000011 0.089885000000000007 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 -8 -9 -3 -11
right_child=2 9 -4 -5 -6 6 7 8 -10 10 -12
leaf_value=0.017209215697741028 0.0085555460845452361 0.00058882098399160986 0.01084754504172651 -0.008019367016147019 0.0089326535926996364 -0.0016545875636383848 0.0078065198684964775 0.0028521310655607352 0.0061132837821757744 0.0064168458018601677 0.0023874645206451417
leaf_weight=52 70 72 54 52 84 73 78 1486 139 101 53
leaf_count=52 70 72 54 52 84 73 78 1486 139 101 53
internal_value=0 0.00617734 0.00348699 0.00328555 0.00359107 0.00334703 0.00314073 0.00334734 0.00313219 0.00363109 0.00504178
internal_weight=0 278 2036 1982 1930 1846 1776 1703 1625 226 154
internal_count=2314 278 2036 1982 1930 1846 1776 1703 1625 226 154
is_linear=0
shrinkage=0.16829


Tree=9596
num_leaves=16
num_cat=0
split_feature=147 148 2 16 11 3 16 12 0 456 16 402 0 160 12
split_gain=0.045996 0.0736567 0.0501407 0.0550849 0.0750641 0.103714 0.061403 0.0578978 0.0802252 0.0557911 0.0544233 0.0447623 0.0265305 0.014902 0.0224357
threshold=0.092780000000000015 -0.079549999999999996 0.17000000000000001 -0.095794999999999977 0.078065000000000009 -0.11197999999999998 0.4044600000000001 0.085615000000000011 -0.10075499999999998 0.086080000000000004 -0.0073349999999999986 0.085765000000000022 -0.15385999999999997 -0.054789999999999998 0.098600000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -6 8 12 11 -11 -7 -3 -9 -15
right_child=-2 2 -4 4 6 9 -8 13 -10 10 -12 -13 -14 14 -16
leaf_value=-0.0023455111749849412 0.0080448752402841588 0.0064107895401180684 -0.0017716200273703313 -0.0040648339997357511 0.011316298500055425 0.0022105469191782911 0.0031157572553352354 0.0051315232134718442 0.010601172796325838 0.0030222527628775381 0.010516923358624161 0.0049399488890457368 0.0016846329754429286 0.0035552909054378254 -0.00071425800213222967
leaf_weight=69 54 74 55 63 53 1200 52 68 96 60 52 200 64 102 52
leaf_count=69 54 74 55 63 53 1200 52 68 96 60 52 200 64 102 52
internal_value=0 0.00305329 0.00322413 0.00335361 0.0029058 0.00261357 0.00727219 0.00499947 0.00685265 0.00289302 0.00651796 0.00260174 0.00423197 0.00303803 0.00210196
internal_weight=0 2260 2191 2136 1680 1575 105 456 234 1512 112 1400 138 222 154
internal_count=2314 2260 2191 2136 1680 1575 105 456 234 1512 112 1400 138 222 154
is_linear=0
shrinkage=0.16829


Tree=9597
num_leaves=18
num_cat=0
split_feature=159 0 3 13 0 52 4 12 1429 0 15 13 13 13 42 1 15
split_gain=0.0442794 0.0691421 0.0564026 0.108901 0.0531339 0.0528019 0.071759 0.110993 0.0582904 0.0650061 0.0782835 0.0611518 0.0497366 0.0966419 0.048095 0.0469931 0.0268186
threshold=0.10402500000000002 -0.057279999999999991 0.11745500000000002 -0.11122999999999998 -0.088484999999999994 0.37486000000000003 -0.0097949999999999982 0.093840000000000021 0.087865000000000013 -0.095584999999999989 -0.0053099999999999996 -0.0087749999999999981 0.11466000000000001 0.053240000000000003 0.086355000000000015 0.091410000000000005 -0.097269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 8 7 -7 9 10 11 14 13 15 -1 -11 -13
right_child=1 -3 3 -5 -6 6 -8 -9 -10 12 -12 16 -14 -15 -16 -17 -18
leaf_value=0.0078759166421005812 0.0069789169193500405 0.0096032279287235067 0.0029351503887951945 -0.0066929474787836259 0.0003246932537702395 0.01368219562108574 0.00082721131643021732 0.0030916104094265945 -0.0026535126262497242 0.0026986546208430271 0.008544132080064824 0.0030599054779241763 0.0057790183352984066 -0.0032169473052186593 0.0017977835133554819 1.5003878928481886e-05 -0.0018621304880981481
leaf_weight=88 56 64 84 55 88 52 63 62 63 919 100 56 92 103 65 233 71
leaf_count=88 56 64 84 55 88 52 63 62 63 919 100 56 92 103 65 233 71
internal_value=0 0.00498842 0.00240489 -0.000861604 0.00292492 0.00263663 0.0054173 0.00793816 0.00236067 0.00254462 0.00449233 0.00303885 0.00199382 0.00171491 0.00530545 0.00215743 0.00029407
internal_weight=0 208 2106 139 144 1967 177 114 1790 1727 380 280 1347 1255 153 1152 127
internal_count=2314 208 2106 139 144 1967 177 114 1790 1727 380 280 1347 1255 153 1152 127
is_linear=0
shrinkage=0.16829


Tree=9598
num_leaves=14
num_cat=0
split_feature=1446 1446 1446 483 4 1213 133 131 3 49 3 160 13
split_gain=0.0446197 0.0533685 0.0779329 0.0604176 0.0838851 0.0536372 0.0759189 0.0637775 0.138933 0.0763301 0.0706826 0.018362 0.00456325
threshold=0.096495000000000011 0.086715000000000014 0.037915000000000011 0.085835000000000009 0.012315000000000001 -0.09280999999999999 -0.076779999999999987 0.095205000000000026 0.31343500000000007 0.10046500000000001 -0.077384999999999995 -0.081249999999999989 -0.0097099999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 6 -1 8 9 -7 12 -5 -9
right_child=-2 -3 -4 4 -6 7 -8 10 -10 -11 -12 -13 -14
leaf_value=0.0013531817852885175 0.006360905055391981 -0.0028342949003778996 0.0078602604391971084 0.0044121136537085097 0.010007475539853084 0.0010502197325781778 0.010048191245025942 0.0031554269390118013 -0.0071908851138363815 0.0046243312857131387 0.0093288070045878108 3.0126051773691504e-05 0.0010031019753153779
leaf_weight=64 71 61 67 55 62 1402 52 64 54 193 59 55 55
leaf_count=64 71 61 67 55 62 1402 52 64 54 193 59 55 55
internal_value=0 0.00206247 0.00220019 0.00202004 0.00504872 0.00175101 0.00526643 0.00152682 0.00119866 0.00148382 0.0045568 0.00223745 0.00217575
internal_weight=0 2243 2182 2115 172 1943 116 1827 1649 1595 178 110 119
internal_count=2314 2243 2182 2115 172 1943 116 1827 1649 1595 178 110 119
is_linear=0
shrinkage=0.16829


Tree=9599
num_leaves=19
num_cat=0
split_feature=1 1 124 3 3 3 15 14 15 3 1 1 16 1447 13 150 16 52
split_gain=3.00158 0.554432 0.436064 0.431725 0.204658 0.173748 0.135426 0.120394 0.110126 0.174889 0.121675 0.0868192 0.0680878 0.0863114 0.0657908 0.0597836 0.0423126 0.0349318
threshold=0.10932500000000002 0.13075500000000004 -1.0000000180025095e-35 -0.036844999999999996 0.10323000000000002 0.0045450000000000013 -0.26826999999999995 0.062655000000000016 -0.014614999999999998 -0.025669999999999995 0.095695000000000016 0.097070000000000004 -0.083479999999999985 -0.065079999999999985 -0.091914999999999983 0.089910000000000018 -0.054549999999999994 -0.008794999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 17 7 -5 -3 8 10 12 15 -1 14 -14 -10 16 -4 -2
right_child=1 6 4 5 -6 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00058530631731390926 0.00070908737562217275 0.00016262389674254801 0.0007402037078318045 0.0002131722198946743 0.00052564353632698685 0.00046515999578829859 0.00034570533244910814 0.00084903502781171782 0.00087371934252576439 0.00091547251788154816 0.00053793021143838334 0.00039118515472947159 0.00080047753005321016 0.00068855468417211986 0.00074065679939071315 0.00059673417020752399 0.00067609166439139235 0.00058289709321692005
leaf_weight=52 54 96 220 52 65 72 83 74 54 55 65 52 91 598 224 69 285 53
leaf_count=52 54 96 220 52 65 72 83 74 54 55 65 52 91 598 224 69 285 53
internal_value=0 0.000385957 0.000697429 0.000492928 0.000709476 0.000359772 0.000247713 0.000716343 0.00071041 0.000732073 0.000675707 0.000488584 0.000721606 0.000703388 0.00076663 0.000691247 0.000704091 0.000646911
internal_weight=0 410 1904 231 1800 124 179 1735 1661 1022 639 104 967 689 278 574 505 107
internal_count=2314 410 1904 231 1800 124 179 1735 1661 1022 639 104 967 689 278 574 505 107
is_linear=0
shrinkage=0.0032998


Tree=9600
num_leaves=17
num_cat=0
split_feature=1 1 2 3 3 159 40 3 157 0 159 150 15 13 39 3
split_gain=4.88509 0.81657 0.698367 0.55573 0.300198 0.252204 0.266214 0.192326 0.15269 0.125674 0.109523 0.0987643 0.109894 0.0907095 0.0845269 0.0448057
threshold=0.11831500000000002 0.10574000000000001 0.14721500000000001 -0.027864999999999997 0.09037000000000002 0.082585000000000006 -0.013874999999999998 0.14363500000000004 -0.090569999999999998 -0.034179999999999995 0.088625000000000023 0.089910000000000018 -0.14899999999999999 -0.026084999999999997 0.084845000000000018 -0.081734999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 -3 -5 6 -1 14 -8 11 -7 12 -10 15 -2 -12
right_child=2 3 -4 4 -6 10 8 -9 9 -11 13 -13 -14 -15 -16 -17
leaf_value=0.00064392026410801332 0.000609307058505972 0.00081783431872679271 8.9946272152225962e-05 0.00029346514761808374 0.00063044504843612131 0.0010724979596099123 0.00098572909169792971 0.00029201934637957419 0.0010041531166525488 0.00072207847805874149 0.0010434070311171797 0.00074329230673181063 0.00084681090892415635 0.00082010131223794747 0.00044074687342324486 0.0009005178537036878
leaf_weight=77 70 100 78 52 66 62 82 53 53 101 54 101 1203 79 65 55
leaf_count=77 70 100 78 52 66 62 82 53 53 101 54 101 1203 79 65 55
internal_value=0 0.000828095 0.000353002 0.000636346 0.000482244 0.000850466 0.000835203 0.000461955 0.000844745 0.000836791 0.000949044 0.000845303 0.000853478 0.000908143 0.000528409 0.00097163
internal_weight=0 2085 266 218 118 1867 1617 188 1540 1458 250 1357 1256 188 135 109
internal_count=2351 2085 266 218 118 1867 1617 188 1540 1458 250 1357 1256 188 135 109
is_linear=0
shrinkage=0.0032998


Tree=9601
num_leaves=12
num_cat=0
split_feature=1427 40 1446 157 51 156 1203 50 132 42 51
split_gain=0.0557025 0.0554452 0.0546294 0.0525015 0.0723218 0.0533678 0.0559669 0.0354313 0.0295563 0.0290697 0.0160223
threshold=0.087520000000000001 -0.084989999999999996 0.08393500000000001 -0.077944999999999987 -0.085574999999999984 0.11091500000000001 0.084795000000000023 -0.078179999999999986 0.11426500000000002 0.086635000000000004 -0.019069999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5 -9 -4 -6
right_child=-2 2 9 5 10 -7 -8 8 -10 -11 -12
leaf_value=-0.00170013428498718 -0.0025128405470897681 0.0095102382424919821 0.002290838909947929 -0.00049715431281590976 0.00081760928485418035 -0.0024159400505463701 -0.0011121154250645056 0.0034758493830245188 -8.4206069333963036e-05 -0.001958647849732183 0.0046274212887595246
leaf_weight=79 60 82 86 71 53 54 91 1529 68 97 81
leaf_count=79 60 82 86 71 53 54 91 1529 68 97 81
internal_value=0 0.00266652 0.00282329 0.00307446 0.0055629 0.002777 0.00293744 0.00315945 0.00332314 2.85613e-05 0.00313396
internal_weight=0 2291 2212 2029 216 1813 1759 1668 1597 183 134
internal_count=2351 2291 2212 2029 216 1813 1759 1668 1597 183 134
is_linear=0
shrinkage=0.16829


Tree=9602
num_leaves=14
num_cat=0
split_feature=4 1209 1209 42 43 1427 43 4 43 13 1203 4 47
split_gain=0.0972621 0.0644288 0.0703876 0.0574717 0.0560466 0.0474832 0.0399264 0.0746099 0.0587457 0.0536635 0.0606337 0.0466745 0.0305386
threshold=-0.51253999999999988 1.0000000180025095e-35 0.089895000000000017 0.11159000000000001 -0.035884999999999993 0.087520000000000001 0.091510000000000022 0.062150000000000004 0.052150000000000009 -0.087394999999999987 0.083975000000000008 -0.032764999999999996 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 8 11 9 12 -11 -8 -2
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 -12 -13 -14
leaf_value=-0.0048765188964277287 0.0012974954915466069 0.010607380336515667 0.002898767279658431 -0.0047034747717031346 0.0017705216438244277 -0.0027208419401338639 -0.00032062176171452375 -0.0050626848773690355 0.008252349305537518 0.0032150728850878657 -0.0018879798958662606 0.0061314090815259657 -0.0030090022930384743
leaf_weight=55 275 53 94 68 85 52 78 56 52 1305 69 53 56
leaf_count=55 275 53 94 68 85 52 78 56 52 1305 69 53 56
internal_value=0 0.00227488 0.00569029 0.00204042 -0.00109507 0.00228166 0.0024164 6.87308e-05 0.00266524 0.00249379 0.0029575 0.00227603 0.000563476
internal_weight=0 2296 147 2149 153 1996 1944 187 1757 1705 1374 131 331
internal_count=2351 2296 147 2149 153 1996 1944 187 1757 1705 1374 131 331
is_linear=0
shrinkage=0.16829


Tree=9603
num_leaves=13
num_cat=0
split_feature=4 123 13 15 16 12 1186 151 13 12 16 16
split_gain=0.956666 0.457388 0.166551 0.137945 0.124064 0.116792 0.11545 0.107691 0.0823962 0.0779808 0.0734818 0.0753548
threshold=0.27044500000000005 1.0000000180025095e-35 -0.16152999999999998 -0.15614499999999998 -0.49181999999999998 -0.089089999999999989 0.060550000000000007 -0.063609999999999986 -0.10477499999999999 -0.042789999999999988 0.62720500000000012 -0.066924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -3 8 -2 -5 -6 11 -10
right_child=4 5 3 6 9 -7 -8 -9 10 -11 -12 -13
leaf_value=0.00030527761423450051 0.00019216943775623145 0.0003582597915383759 0.00061793468601436391 0.0005910372121121927 7.4055035743175003e-05 0.00015125076720447287 0.00032071510524791548 0.00037871323477069239 0.00047894160673032324 0.00023879801509396316 0.00057771612891541896 0.00043331548295239025
leaf_weight=77 58 56 62 55 61 65 66 84 773 66 57 871
leaf_count=77 58 56 62 55 61 65 66 84 773 66 57 871
internal_value=0 0.000444879 0.000457049 0.000463233 0.00023547 0.000247348 0.00045795 0.000302767 0.000463088 0.000159947 0.00045893 0.00045479
internal_weight=0 2082 1961 1884 269 121 1822 142 1756 127 1701 1644
internal_count=2351 2082 1961 1884 269 121 1822 142 1756 127 1701 1644
is_linear=0
shrinkage=0.0032998


Tree=9604
num_leaves=15
num_cat=0
split_feature=1209 1209 402 402 475 16 16 3 3 42 131 10 457 457
split_gain=0.0498082 0.0498861 0.0478535 0.0404685 0.0396006 0.0522953 0.0610581 0.0417274 0.0346609 0.0620843 0.0343119 0.048148 0.0398918 0.0451907
threshold=0.082105000000000011 0.089895000000000017 0.10052500000000002 0.11191000000000001 0.036560000000000002 0.0014300000000000001 0.022165000000000004 -0.15680499999999997 0.10449500000000002 0.086825000000000013 0.10033500000000002 -0.086389999999999981 0.094845000000000013 0.035070000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 10 -7 -8 9 -9 11 -1 13 -13
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12 12 -14 -15
leaf_value=-0.0024555385309363797 0.0092824487001724985 0.0027444386563004269 -0.0044295564694881405 0.0010900176082922685 0.0059769907684889345 -0.0040346625346401495 0.0054153028630842068 -0.0022725247783988221 0.0044582611322823403 0.0022425260261631731 0.0058972967878616785 0.0025586575964978882 0.0065308816545983596 -0.001286853263216318
leaf_weight=58 52 94 59 103 72 72 59 173 57 172 79 1142 66 93
leaf_count=58 52 94 59 103 72 72 59 173 57 172 79 1142 66 93
internal_value=0 0.00508535 0.00186729 -0.000909108 0.00208832 0.00194536 0.000517253 0.00123208 0.000613653 -1.63354e-05 0.00247344 0.00227309 0.00248528 0.00226762
internal_weight=0 146 2205 162 2043 1971 533 461 402 345 1438 1359 1301 1235
internal_count=2351 146 2205 162 2043 1971 533 461 402 345 1438 1359 1301 1235
is_linear=0
shrinkage=0.16829


Tree=9605
num_leaves=23
num_cat=0
split_feature=2 12 13 39 11 12 2 15 2 2 49 16 11 12 2 403 15 42 12 12 12 133
split_gain=2.10004 1.00519 0.369677 0.35721 0.307301 0.307438 0.237259 0.199883 0.20799 0.191672 0.157668 0.150653 0.1444 0.08331 0.0734416 0.0810701 0.118252 0.0714923 0.0460557 0.0427978 0.0413476 0.0181032
threshold=0.12051500000000002 -0.074254999999999988 -0.09057999999999998 0.087690000000000004 0.077415000000000012 0.083425000000000013 -0.020134999999999997 -0.0036549999999999998 0.090675000000000019 0.089690000000000006 -1.0000000180025095e-35 -0.16238499999999997 0.085630000000000026 0.10031500000000002 0.095195000000000016 -0.019354999999999994 0.090455000000000021 0.11497500000000001 0.090255000000000016 -0.093429999999999985 0.10711000000000002 0.026115000000000003
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 6 -2 13 5 7 -1 9 -9 -3 -11 18 -6 -4 15 17 -17 -13 -7 -8 21 -16
right_child=2 4 3 -5 12 11 19 8 -10 10 -12 14 -14 -15 20 16 -18 -19 -20 -21 -22 -23
leaf_value=0.00023868093496863971 0.00015185662347417576 0.0006224494561996196 0.00044602293773955877 0.00021930296189784121 0.0009571807593645469 0.0006272391484249089 0.00043511646628317883 0.00054185815883781734 0.00079870288703514888 0.00028817010712377494 0.00053820356669856937 0.00064013796489829054 0.00073736880724069222 0.00061751957215707733 0.00055533295679103785 0.00074038798949123234 0.00063006827159465227 0.00077459493346544674 0.00048304227177682879 0.00056703548972090784 0.00071148074357848233 0.00063354264483281818
leaf_weight=60 80 77 77 66 52 52 63 76 65 59 53 328 96 55 64 593 135 53 52 53 57 101
leaf_count=60 80 77 77 66 52 52 63 76 65 59 53 328 96 55 64 593 135 53 52 53 57 101
internal_value=0 0.000647429 0.000341855 0.000418443 0.000669413 0.000657199 0.000408276 0.000565737 0.000660512 0.000494846 0.000406804 0.000678208 0.000814838 0.000517747 0.000687771 0.000699039 0.000719979 0.000658934 0.000555479 0.000495694 0.000631324 0.00060342
internal_weight=0 2089 278 198 1913 1765 176 330 141 189 112 1435 148 132 1331 1109 728 381 104 116 222 165
internal_count=2367 2089 278 198 1913 1765 176 330 141 189 112 1435 148 132 1331 1109 728 381 104 116 222 165
is_linear=0
shrinkage=0.0032998


Tree=9606
num_leaves=20
num_cat=0
split_feature=14 11 0 12 43 9 13 160 15 43 0 0 1455 13 160 1446 160 12 160
split_gain=0.0665699 0.0743352 0.0959243 0.0504968 0.124146 0.0760568 0.0593791 0.0599357 0.0481174 0.0471741 0.0467575 0.0377318 0.0352205 0.0318691 0.029879 0.0288777 0.0497949 0.0495718 0.0121822
threshold=0.078320000000000015 1.0000000180025095e-35 0.12113000000000002 0.087495000000000003 0.0066850000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090764999999999985 -0.083359999999999976 -0.079689999999999983 -0.10075499999999998 -0.22984499999999997 0.083760000000000015 -0.0094049999999999984 -1.0000000180025095e-35 0.037915000000000011 -0.014989999999999998 0.11685000000000002 -0.40080999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 9 11 -7 -5 -8 15 -9 -10 16 18 -18 -12
right_child=-2 2 -4 10 -6 6 8 13 14 -11 12 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.0035952944948534713 -0.0029800946435629186 0.0094626480075835264 0.00054276082322362901 -0.00084392922151338282 -0.0044610487054576112 -0.0058150277581016608 -0.0013829984903899013 0.0027042852357123323 0.0032806837897488518 0.0012656602711008766 0.0019852853773448123 0.0046731349681383245 0.0068938512314517591 -0.00089436386676828943 0.0079857901356483966 0.0069101591081347086 0.0030680967199256891 0.0084546343381768363 -0.00084618901045580052
leaf_weight=65 65 92 55 80 93 52 56 470 63 54 73 60 75 81 104 53 619 53 104
leaf_count=65 65 92 55 80 93 52 56 470 63 54 73 60 75 81 104 53 619 53 104
internal_value=0 0.002469 0.0061375 0.00221793 0.00141558 0.00196118 0.00234732 0.00146535 0.00438849 -0.00219094 0.00304969 0.001734 0.00337036 0.002172 0.00622157 0.00307539 0.00283388 0.0034956 0.000311444
internal_weight=0 2302 147 2155 1098 1005 940 657 283 106 1057 116 977 551 167 902 849 672 177
internal_count=2367 2302 147 2155 1098 1005 940 657 283 106 1057 116 977 551 167 902 849 672 177
is_linear=0
shrinkage=0.16829


Tree=9607
num_leaves=20
num_cat=0
split_feature=4 2 12 2 2 4 51 2 11 2 2 49 47 160 484 4 15 12 4
split_gain=2.69699 0.878069 0.433598 0.292433 0.269969 0.267948 0.288458 0.241095 0.108329 0.122279 0.100378 0.0735901 0.0739116 0.0652971 0.0570363 0.0380782 0.0169317 0.0151044 0.0144652
threshold=0.27834500000000006 0.14271500000000001 0.083425000000000013 -0.0091949999999999983 0.13443000000000002 -0.053824999999999991 -0.067059999999999995 0.096015000000000017 1.0000000180025095e-35 0.095195000000000016 0.064660000000000009 -0.080464999999999995 0.10323000000000002 -0.010204999999999997 0.093320000000000014 -0.013024999999999998 -0.084629999999999997 0.10055500000000002 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 13 -7 -8 9 11 -2 -4 14 -5 -13 17 -17 -11 -10
right_child=4 -3 8 5 -6 6 7 -9 18 15 -12 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0004025681331726532 0.0003306544568649429 0.00034983468476423982 0.00063075966988014424 0.00086709837864164068 0.00020160943917198987 0.00038804301919929252 0.0007671396107844339 0.00053827306169342112 0.00079762234115188615 0.0006767550508401921 0.00050123781066403197 0.00076856929729237765 0.00066001120190607807 0.00071647713553318578 0.00065660601824802506 0.00068578417961283854 0.0006044870258102384 0.00075750298882255656 0.00088484126997940692
leaf_weight=57 70 75 59 52 96 59 101 103 58 73 86 967 89 96 57 53 100 60 56
leaf_count=57 70 75 59 52 96 59 101 103 58 73 86 967 89 96 57 53 100 60 56
internal_value=0 0.000701412 0.000714321 0.000625665 0.000339989 0.00065652 0.000592731 0.000651757 0.000740692 0.000732842 0.00042492 0.000748033 0.000754218 0.000769636 0.000762371 0.000670469 0.000632879 0.000713448 0.000840776
internal_weight=0 2115 2040 468 252 411 263 204 1572 1458 156 1172 1113 148 1024 286 153 133 114
internal_count=2367 2115 2040 468 252 411 263 204 1572 1458 156 1172 1113 148 1024 286 153 133 114
is_linear=0
shrinkage=0.0032998


Tree=9608
num_leaves=17
num_cat=0
split_feature=1 4 11 1 2 16 4 2 2 12 1 484 51 16 2 484
split_gain=6.39227 1.16415 1.05114 0.935987 0.667777 0.475856 0.380562 0.432243 0.356097 0.241543 0.173665 0.120869 0.120729 0.115757 0.0906948 0.081107
threshold=0.11670500000000002 0.36766000000000004 1.0000000180025095e-35 0.10384000000000002 0.14794000000000004 0.058765000000000005 -0.47860499999999995 0.095935000000000006 0.10472500000000001 -0.029844999999999997 0.081925000000000012 -0.012019999999999998 -0.086159999999999987 0.0039400000000000008 0.11342000000000001 -0.081554999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 14 -1 11 -5 -9 -4 15 -13 -11 -2 -8
right_child=4 -3 10 8 -6 -7 7 9 -10 13 -12 12 -14 -15 -16 -17
leaf_value=0.0010840201683666301 0.00039044033238184414 0.00041574554623289683 0.00095558692968873064 0.0006944848645938107 6.6470920114597258e-05 0.00063376184096084756 0.00088415056380677069 0.00051581381771789747 0.00034946499533331264 0.00081363978786106351 0.0011995696435582156 0.00070109806442225533 0.00084709246021034046 0.00068549847842433161 0.00023085228370647002 0.0010333911031871945
leaf_weight=64 75 76 53 76 87 70 153 53 58 185 88 69 976 141 84 59
leaf_count=64 75 76 53 76 87 70 153 53 58 185 88 69 976 141 84 59
internal_value=0 0.000817433 0.000832872 0.000811693 0.000313059 0.000406587 0.000832661 0.000822806 0.000545411 0.000724505 0.00110811 0.000852418 0.000837486 0.000758325 0.000306351 0.000925851
internal_weight=0 2051 1975 1834 316 229 1700 1636 134 379 141 1257 1045 326 159 212
internal_count=2367 2051 1975 1834 316 229 1700 1636 134 379 141 1257 1045 326 159 212
is_linear=0
shrinkage=0.0032998


Tree=9609
num_leaves=15
num_cat=0
split_feature=43 43 0 3 159 43 0 400 160 4 3 48 13 48
split_gain=0.0733211 0.336356 0.117651 0.11668 0.0611051 0.093976 0.0766809 0.0688357 0.0641025 0.0542251 0.054216 0.0580924 0.0416986 0.0412084
threshold=0.055170000000000004 0.0061450000000000003 -0.10264999999999998 0.25468500000000005 0.085035000000000013 -0.081639999999999976 -0.088709999999999983 -0.08131999999999999 -0.020454999999999997 -0.00096999999999999983 -0.23303499999999996 -0.032929999999999994 -0.068549999999999986 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 8 -7 -1 -6 12 -9 -12 -4 -13
right_child=2 -3 9 -5 5 6 -8 10 -10 -11 11 13 -14 -15
leaf_value=-0.0018530370054532092 0.012197613036377484 -0.010208086501285935 0.0093864322292460702 -0.0031952954117263513 -0.0023644073611204823 0.0034888127230371627 0.011292411449895106 0.0076616795850756826 0.0054687979055610663 0.00072985656744550419 -0.0017311183881811828 0.0034400914940588977 0.0036856345186614312 0.00024688127458643124
leaf_weight=82 59 56 58 82 52 58 96 72 68 99 72 1284 102 127
leaf_count=82 59 56 58 82 52 58 96 72 68 99 72 1284 102 127
internal_value=0 0.00264771 0.00540142 0.00300984 0.00327704 0.00561003 0.00836506 0.00288545 0.00205944 0.00384632 0.00313648 0.00291557 0.0057634 0.00315395
internal_weight=0 2049 318 1993 1911 274 154 1637 120 259 1555 1483 160 1411
internal_count=2367 2049 318 1993 1911 274 154 1637 120 259 1555 1483 160 1411
is_linear=0
shrinkage=0.16829


Tree=9610
num_leaves=21
num_cat=0
split_feature=1 13 15 3 4 1429 15 0 474 0 50 1 13 15 1455 0 1 4 3 15
split_gain=3.81639 0.452248 0.523924 0.373075 0.231588 0.179429 0.167087 0.1645 0.163427 0.131874 0.12292 0.201918 0.133576 0.132982 0.0739569 0.0652347 0.0567145 0.0560878 0.0306091 0.00815592
threshold=0.10752500000000002 -0.10664 -0.086849999999999997 0.10703500000000001 0.26790000000000008 0.08103500000000001 -0.04174499999999999 -0.11073999999999999 0.083975000000000008 -0.069389999999999993 0.089465000000000017 0.089910000000000004 -0.011834999999999998 -0.085499999999999979 0.083760000000000015 -0.029554999999999994 0.095285000000000022 -0.016164999999999995 -0.080339999999999981 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 9 4 5 10 -4 -2 -7 -3 11 14 18 -13 15 -1 -15 -10 -12 -20
right_child=1 2 6 -5 -6 8 -8 -9 17 -11 12 13 -14 16 -16 -17 -18 -19 19 -21
leaf_value=0.00074920160255459987 0.00032671772626513817 0.00043229289988849703 0.00073517721070222655 0.00045512934419044191 0.00051583017445064544 0.00099818746757574786 0.00050233318291359626 9.2993440365201439e-05 0.00069695831801742036 0.00024476750797149707 0.00089797525965626542 0.00052569040475172746 0.00068536048396195307 0.00061383025839873155 0.00062841557209286321 0.00063805330622591124 0.000757631934409187 0.00083588074768871346 0.00076628085966253152 0.00083727094620163764
leaf_weight=954 77 77 62 54 52 52 77 58 59 90 77 91 89 59 71 66 71 83 52 65
leaf_count=954 77 77 62 54 52 52 77 58 59 90 77 91 89 59 71 66 71 83 52 65
internal_value=0 0.000386175 0.000456477 0.000727188 0.000735149 0.000741504 0.000606445 0.000226564 0.000837499 0.000331442 0.000729806 0.000716074 0.000793343 0.000624055 0.000734682 0.000742044 0.000692639 0.000778408 0.0008427 0.000806021
internal_weight=0 441 306 1895 1841 1789 139 135 194 167 1595 1312 283 221 1091 1020 130 142 194 117
internal_count=2336 441 306 1895 1841 1789 139 135 194 167 1595 1312 283 221 1091 1020 130 142 194 117
is_linear=0
shrinkage=0.0032998


Tree=9611
num_leaves=25
num_cat=0
split_feature=475 3 16 41 2 15 3 12 16 15 3 3 52 13 16 13 52 16 4 13 13 39 4 13
split_gain=0.0911241 0.0710491 0.0707754 0.157319 0.110672 0.10231 0.0799798 0.110716 0.0628446 0.0624191 0.0619388 0.123411 0.0423886 0.0800893 0.0986012 0.0867964 0.0417124 0.0330874 0.0286706 0.0219606 0.0167483 0.0229969 0.022042 0.0128947
threshold=-0.085684999999999997 -0.084934999999999997 -0.095794999999999977 0.07831500000000001 0.11715500000000001 -0.37478999999999996 -0.085104999999999986 0.084115000000000009 0.22945500000000005 -0.010999999999999998 -0.080634999999999984 -0.085214999999999985 0.51358000000000004 -0.0042049999999999995 -0.055679999999999993 -0.011834999999999998 -0.08743999999999999 0.51148500000000008 -0.10429499999999998 0.064420000000000019 -0.010739999999999998 0.084845000000000018 0.11057000000000002 -1.0000000180025095e-35
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 -1 4 6 10 -6 7 -4 12 16 11 23 13 15 -15 -8 -9 -10 -11 -20 21 22 -12 -2
right_child=2 -3 3 -5 5 -7 8 9 17 18 20 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.010333672667476996 0.0050586154775243653 0.0028235149202926668 -0.004243785045779185 0.011783155269904023 0.0016562658492677604 -0.0076617156688080848 0.0041827172054556905 0.0019270693222733968 -0.0014516549712504329 0.0068589411159802023 0.0058000339165525973 -0.0063446101598631762 -0.00050188734071509775 0.0031127773567609556 0.011141785321889485 -0.0020605091638716067 -0.0045850406641255509 0.0032575780146338598 0.0033933321070515241 -0.00039256512695280205 0.001855065569588477 0.0078423967865327952 0.00094052976000867563 0.0012886395736962414
leaf_weight=77 52 68 94 56 61 73 605 56 98 55 56 61 53 79 98 70 55 74 205 54 78 52 52 54
leaf_count=77 52 68 94 56 61 73 605 56 98 55 56 61 53 79 98 70 55 74 205 54 78 52 52 54
internal_value=0 0.00682406 0.00245961 0.00300633 0.000780586 -0.00340654 0.00269725 0.000976306 0.00352489 0.00213509 0.00217039 -0.000304153 0.00408565 0.00437313 0.00756837 0.00353261 -0.00128347 0.000563965 0.00334929 0.00259706 0.00391428 0.00490692 0.00347691 0.00315501
internal_weight=0 145 2191 1652 539 134 1596 519 1077 425 405 167 905 852 177 675 111 172 314 259 238 160 108 106
internal_count=2336 145 2191 1652 539 134 1596 519 1077 425 405 167 905 852 177 675 111 172 314 259 238 160 108 106
is_linear=0
shrinkage=0.16829


Tree=9612
num_leaves=25
num_cat=0
split_feature=4 12 13 150 42 4 4 13 13 15 15 51 12 4 160 4 16 50 159 159 16 51 52 4
split_gain=3.15166 1.1128 0.633309 0.360406 0.236258 0.19872 0.219434 0.140606 0.305945 0.140315 0.137654 0.221947 0.0635559 0.0555281 0.0465591 0.0463663 0.0590028 0.0408498 0.0531646 0.0362558 0.032758 0.0296744 0.024611 0.0205146
threshold=0.30163500000000004 0.082780000000000006 -0.16392499999999996 0.083435000000000023 0.11929000000000002 -0.0058549999999999991 -0.075414999999999982 -1.0000000180025095e-35 1.0000000180025095e-35 -0.41880499999999993 -0.021179999999999997 -0.092674999999999993 0.088335000000000011 0.052250000000000012 -0.111355 -0.00076499999999999995 -0.065564999999999984 0.11219500000000002 0.087410000000000015 -0.083114999999999981 0.10246000000000001 -0.0021499999999999996 -0.0036349999999999998 -0.019794999999999997
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 2 -1 5 10 6 20 9 -9 -2 12 -12 21 -7 -14 23 -17 18 19 -13 -4 -3 -23 -16
right_child=7 4 3 -5 -6 13 -8 8 -10 -11 11 17 14 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0001701839760882489 0.00023779890318817594 0.00073412565170280085 0.0005280682562526733 0.00034615027404710785 0.00047931632591491818 0.00075424645129209698 0.0003249552348671253 0.00048705823300493556 0.00013457353246126291 2.6209970383132941e-05 0.00089859500969534563 0.00060974734727277846 0.00051569591779924105 0.0006145352017607646 0.0006253474374048832 0.00065296009825886541 0.00052495070906851858 0.00077033821738718364 0.00056872781606460748 0.000686010484535221 0.00064476807912718537 0.00059520664639864211 0.00069862196143941362 0.00071785429459020084
leaf_weight=65 89 66 65 98 80 55 54 55 53 56 53 85 68 85 76 71 101 53 56 726 53 67 52 54
leaf_count=65 89 66 65 98 80 55 54 55 53 56 53 85 68 85 76 71 101 53 56 726 53 67 52 54
internal_value=0 0.000614196 0.0004736 0.000521616 0.000655706 0.000576618 0.00050067 0.000223945 0.000314406 0.000156325 0.000664918 0.000688916 0.000622782 0.000669673 0.00059697 0.000615154 0.000577997 0.000676798 0.00067104 0.000678061 0.000580783 0.000674216 0.000640693 0.000664044
internal_weight=0 2083 475 410 1608 312 172 253 108 145 1528 973 555 140 370 302 172 920 867 811 118 185 119 130
internal_count=2336 2083 475 410 1608 312 172 253 108 145 1528 973 555 140 370 302 172 920 867 811 118 185 119 130
is_linear=0
shrinkage=0.0032998


Tree=9613
num_leaves=18
num_cat=0
split_feature=1 1 39 3 3 16 14 16 49 3 150 1 1 43 1210 16 15
split_gain=5.88189 0.691141 0.616668 0.471309 0.369072 0.349082 0.27177 0.24819 0.222448 0.162593 0.160036 0.356454 0.151476 0.141162 0.157784 0.118739 0.10639
threshold=0.10752500000000002 0.12450500000000002 0.081875000000000017 0.10703500000000001 -0.044019999999999997 -0.072054999999999994 0.062655000000000016 -0.040484999999999993 0.12001000000000002 0.31400500000000003 0.081245000000000026 0.085720000000000005 0.093205000000000024 -0.040789999999999993 -0.077744999999999995 0.014185000000000001 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 7 9 8 -2 10 -3 13 -12 -4 15 -15 -1 -6
right_child=1 5 12 -5 16 -7 -8 -9 -10 -11 11 -13 -14 14 -16 -17 -18
leaf_value=0.00096639076722858451 0.00061387460442007989 0.00036955578477053641 0.00083181945029762278 0.00064271155903274709 0.00062056527760066392 0.00055055225800948199 0.0011688455449945666 0.00093100598883027639 0.00077049679179048622 0.00013181800533176993 0.00099821580995437483 0.00067045744227832947 0.00058612440179728841 0.001169461635297857 0.00099099876098073317 0.00086634036972263505 0.00041634987598270184
leaf_weight=482 52 81 53 52 54 83 69 58 70 52 86 64 60 61 709 189 61
leaf_count=482 52 81 53 52 54 83 69 58 70 52 86 64 60 61 709 189 61
internal_value=0 0.000515926 0.000939241 0.000954286 0.000644148 0.000382198 0.000963631 0.00078141 0.000955085 0.000276871 0.000963184 0.000858607 0.000701674 0.000974046 0.00100518 0.000938262 0.000512549
internal_weight=0 441 1895 1782 225 216 1730 110 1661 133 1591 150 113 1441 770 671 115
internal_count=2336 441 1895 1782 225 216 1730 110 1661 133 1591 150 113 1441 770 671 115
is_linear=0
shrinkage=0.0032998


Tree=9614
num_leaves=20
num_cat=0
split_feature=48 1 48 13 3 10 484 13 3 15 15 13 13 12 12 1 13 4 15
split_gain=0.0775074 0.140428 0.096729 0.0613546 0.0823382 0.0650779 0.0458674 0.0848961 0.0545119 0.0486731 0.0566722 0.0640519 0.0453868 0.0444514 0.121501 0.0384466 0.0263025 0.0224498 0.0202239
threshold=0.092475000000000016 0.078015000000000015 0.10911000000000001 0.11251500000000002 -0.15500999999999998 -1.0000000180025095e-35 0.076210000000000014 -0.085409999999999986 -0.084854999999999986 0.088245000000000004 -0.096114999999999992 -0.099039999999999975 0.091035000000000019 0.092295000000000002 0.090465000000000004 0.077565000000000009 -0.050754999999999995 -0.0068249999999999986 -0.43457999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 17 -3 4 12 -6 9 -8 -9 10 18 -12 -1 14 -11 -5 -15 -2 -7
right_child=1 2 -4 15 5 6 7 8 -10 13 11 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.012037274544113449 0.0028864665874903865 -0.0079431005256923263 0.00068375246282986215 0.00297001814939325 -0.00098422809561126714 0.002469112958514188 0.011032104334508939 0.00013666794214838292 0.0064680051343770492 0.005708393296304474 -0.0027967961220627794 0.002728859586870198 0.0049901464712373226 0.0048946595389518276 -0.0033319306830865629 -0.0025523763674662947 0.0085845909157414614 0.0079065566039102433 0.0062092836812227522
leaf_weight=53 52 59 97 75 80 56 70 64 99 159 64 779 53 115 57 68 111 52 173
leaf_count=53 52 59 97 75 80 56 70 64 99 159 64 779 53 115 57 68 111 52 173
internal_value=0 0.000618134 -0.00256745 0.00370884 0.00395777 0.00369147 0.00390662 0.00611554 0.0039931 0.00356548 0.00294875 0.00230722 0.00853066 0.00505721 0.00331443 0.000331421 0.00671492 0.00541379 0.0053025
internal_weight=0 260 156 2076 1933 1827 1747 233 163 1514 1072 843 106 442 216 143 226 104 229
internal_count=2336 260 156 2076 1933 1827 1747 233 163 1514 1072 843 106 442 216 143 226 104 229
is_linear=0
shrinkage=0.16829


Tree=9615
num_leaves=23
num_cat=0
split_feature=15 3 3 39 49 13 13 15 3 3 15 3 49 400 13 49 3 158 3 3 481 13
split_gain=5.01963 2.49246 0.698603 0.531327 0.388215 0.382355 0.323142 0.224023 0.167529 0.133775 0.123296 0.122102 0.108112 0.102904 0.0830955 0.073094 0.0704837 0.0518322 0.11096 0.0550717 0.0401584 0.0166778
threshold=-0.24269999999999997 -0.063814999999999997 0.11191000000000002 0.081875000000000017 -0.028439999999999997 -0.075154999999999986 -0.013359999999999999 0.082725000000000007 -0.095764999999999989 -0.010299999999999998 -1.0000000180025095e-35 0.30112000000000005 -0.0086549999999999978 -0.064794999999999978 -0.088854999999999976 -1.0000000180025095e-35 0.0075150000000000008 0.080150000000000013 -0.13088999999999998 -0.081084999999999977 -0.082949999999999982 -0.084024999999999975
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=6 4 3 9 5 -2 16 15 -9 -3 -11 -4 -5 -10 -15 21 -1 18 -17 -20 -16 -6
right_child=1 2 11 12 7 -7 -8 8 13 10 -12 -13 -14 14 20 17 -18 -19 19 -21 -22 -23
leaf_value=0.00094293297617041474 0.001562689031169558 0.0014027697645021815 0.0012080169032383115 0.0011739328895234921 0.00159846084480463 0.0012069766675358964 0.0011319754332919701 0.0017841307267945897 0.0017410343469736566 0.0014733942678957614 0.0016735804799131056 0.00099727817681442886 0.0013477301921984808 0.0017064774471641521 0.001496338898735035 0.0014357678836257289 0.00077096724715488706 0.0016275461779937054 0.0016011453615499137 0.0015193657752775745 0.0016055092687123028 0.0016947248519321512
leaf_weight=55 87 99 79 88 69 55 81 94 87 79 67 53 80 96 52 103 57 98 220 205 407 60
leaf_count=55 87 99 79 88 69 55 81 94 87 79 67 53 80 96 52 103 57 98 220 205 407 60
internal_value=0 0.00152762 0.00133399 0.00140113 0.00159222 0.00142516 0.000971849 0.00160811 0.00164999 0.00149989 0.0015655 0.00112367 0.0012569 0.0016303 0.00161287 0.00156723 0.000855729 0.00155146 0.00153727 0.00156178 0.00159322 0.00164351
internal_weight=0 2178 545 413 1633 142 193 1491 736 245 146 132 168 642 555 755 112 626 528 425 459 129
internal_count=2371 2178 545 413 1633 142 193 1491 736 245 146 132 168 642 555 755 112 626 528 425 459 129
is_linear=0
shrinkage=0.0032998


Tree=9616
num_leaves=20
num_cat=0
split_feature=15 49 148 48 0 0 49 15 49 11 0 16 43 15 0 393 42 15 16
split_gain=1.66633 0.959332 0.494808 0.396725 0.284055 0.453438 0.219919 0.151615 0.127613 0.145874 0.120768 0.137981 0.108605 0.0925909 0.0895222 0.0588068 0.0305914 0.0263286 0.0190202
threshold=-0.2987999999999999 -0.020999999999999994 -0.043434999999999994 0.11619500000000001 -0.068669999999999995 -0.11471499999999998 0.13087000000000001 0.082725000000000007 -0.0019649999999999997 0.087575000000000014 -0.10147999999999999 -0.073774999999999993 -0.072864999999999985 -0.03886499999999999 -0.067329999999999987 0.098330000000000015 0.090515000000000012 -0.01163 -0.0096099999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 6 5 -4 7 8 17 13 -9 15 -1 -10 -14 -12 -13 -3 -7
right_child=1 3 4 -5 -6 18 -8 10 9 -11 11 16 14 -15 -16 -17 -18 -19 -20
leaf_value=0.00020888613717545752 0.000243585566179178 0.00081727011766679616 0.00045732307549288011 0.00046004711668446043 0.00036019540871865127 0.00080944163554387929 0.00050344146407460381 0.00090004537423557323 0.00067782902289433337 0.00083570186135545528 0.00075337537115339331 0.00063177248122486818 0.00046767864105580465 0.00059758429750299768 0.00028144912652731848 0.00087515186125364914 0.00070735410741689807 0.00071437055446010281 0.00071418317268257447
leaf_weight=58 66 80 102 78 60 56 60 52 515 52 402 127 65 240 52 53 140 54 59
leaf_count=58 66 80 102 78 60 56 60 52 515 52 402 127 65 240 52 53 140 54 59
internal_value=0 0.000661966 0.000501288 0.00069169 0.000562563 0.000618355 0.000701849 0.00070877 0.000680188 0.000664224 0.000743473 0.000732147 0.000326973 0.000652367 0.000385211 0.000767638 0.000671535 0.000776066 0.000760876
internal_weight=0 2196 343 1853 277 217 1775 1715 941 807 774 722 175 755 117 455 267 134 115
internal_count=2371 2196 343 1853 277 217 1775 1715 941 807 774 722 175 755 117 455 267 134 115
is_linear=0
shrinkage=0.0032998


Tree=9617
num_leaves=30
num_cat=0
split_feature=1 52 1 2 49 1 2 2 48 48 16 2 402 2 133 403 16 52 16 0 4 474 42 42 1 133 0 4 4
split_gain=4.89213 1.06998 0.827309 0.492756 0.464196 0.480608 0.437972 0.308161 0.291962 0.215425 0.178511 0.15292 0.134446 0.131671 0.132937 0.177042 0.130411 0.092224 0.0916042 0.085365 0.0761114 0.0682203 0.0666292 0.118161 0.0433625 0.0417673 0.0209001 0.0207627 0.00540116
threshold=0.10491000000000002 -0.40011499999999994 0.13662500000000002 0.09036000000000001 -0.014869999999999998 0.085425000000000015 -1.0000000180025095e-35 0.11736500000000001 0.085775000000000004 0.10911000000000001 -0.071359999999999993 0.14271500000000001 0.083730000000000013 0.087525000000000006 -0.021469999999999996 -0.011089999999999997 -0.074474999999999986 -0.012164999999999999 -0.098324999999999982 -0.091054999999999983 0.0030100000000000001 0.089745000000000019 1.0000000180025095e-35 -0.042074999999999994 0.080125000000000016 0.0035300000000000006 -0.086409999999999987 -0.068879999999999983 -0.079554999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 17 -3 10 -7 16 13 -4 19 14 15 -6 -5 -1 -16 24 21 -21 23 27 -12 -24 -20 -15 -17
right_child=1 2 11 9 7 8 -8 -9 -10 -11 12 -13 -14 22 18 28 -18 -19 26 20 -22 -23 25 -25 -26 -27 -28 -29 -30
leaf_value=0.00090419414682390165 0.00085682753694772738 0.00043931121184831239 0.00028318050118110579 0.00039555772201748876 0.0011416087343161835 0.00032116245142865726 0.00082715631376367239 0.0006263609122863701 0.0006679399279461071 0.00055383276742825634 0.00096135527333017176 4.7626572240145759e-05 0.00067520432459457365 0.00085881157355900185 0.00073558264337759646 0.00093626428658675467 0.00020509515157510615 0.00070842917776711679 0.00095035972465324909 0.00079472525980807071 0.00067523107206641305 0.00091923314217833485 0.00068503090557939369 0.00099261794358952303 0.00082324566499066833 0.00080989075245410387 0.00086697017314454493 0.00076261311831197901 0.00087399275003457078
leaf_weight=58 60 64 55 92 52 52 64 85 55 55 61 67 91 52 56 73 70 53 58 467 55 58 56 53 52 78 149 74 56
leaf_count=58 60 64 55 92 52 52 64 85 55 55 61 67 91 52 56 73 70 53 58 467 55 58 56 53 52 78 149 74 56
internal_value=0 0.000441527 0.000388094 0.000470735 0.000802209 0.000658408 0.000633509 0.000821467 0.000499742 0.000374559 0.000832206 0.000154108 0.000796762 0.000868867 0.000906132 0.000976381 0.000313477 0.000811038 0.000857652 0.000812673 0.000795966 0.000808548 0.000815893 0.000859055 0.000898112 0.000757973 0.000890506 0.000802594 0.000909505
internal_weight=0 527 467 345 1844 218 128 1626 107 217 1541 122 784 757 444 181 162 111 263 693 580 525 313 179 113 134 207 126 129
internal_count=2371 527 467 345 1844 218 128 1626 107 217 1541 122 784 757 444 181 162 111 263 693 580 525 313 179 113 134 207 126 129
is_linear=0
shrinkage=0.0032998


Tree=9618
num_leaves=24
num_cat=0
split_feature=1 2 16 1 2 124 0 43 43 3 3 16 0 3 43 133 474 16 3 43 0 16 16
split_gain=3.46926 0.595064 0.410917 0.441969 0.328205 0.325386 0.29028 0.127937 0.115573 0.0997522 0.0846026 0.145652 0.115783 0.0713081 0.103493 0.0513691 0.0493816 0.0355462 0.0327624 0.0236785 0.0164651 0.0145289 0.00554312
threshold=0.12072500000000001 0.099675000000000014 0.52822500000000006 0.098370000000000027 0.13443000000000002 -0.083584999999999979 -0.037224999999999994 -0.00013499999999999997 -0.069434999999999983 0.11745500000000002 -0.038414999999999998 -0.055679999999999993 -0.061994999999999995 -0.079724999999999976 0.053790000000000011 0.08457000000000002 0.086630000000000013 -0.071359999999999993 0.17646500000000004 0.060785000000000013 -0.082709999999999992 -0.064539999999999986 -0.024819999999999998
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=1 5 3 6 8 -1 15 -5 -2 -9 12 -12 13 14 16 21 -7 19 -6 -15 -19 -3 -17
right_child=4 2 -4 7 18 10 -8 9 -10 -11 11 -13 -14 17 -16 22 -18 20 -20 -21 -22 -23 -24
leaf_value=0.00041794825881670105 0.00021200228585095066 0.00062939688428013084 0.00075022139576831008 0.00024746312437299119 0.00012924069482967779 0.00065143636181296102 0.00034665549591549104 0.00051816202743358141 0.00041526942240181943 0.00032150267376100514 0.00060737460284065558 0.0008120688599299237 0.00051400679932599494 0.00068845783628106779 0.00078513102336771488 0.00059947758732040092 0.0007355596915074908 0.00052687467151167383 1.9609212656288874e-05 0.00059357600300467643 0.00060279116235270158 0.00071638474891908032 0.00053733082775837381
leaf_weight=65 57 52 73 71 70 804 52 62 68 54 65 98 68 90 82 52 92 55 53 54 125 57 52
leaf_count=65 57 52 73 71 70 804 52 62 68 54 65 98 68 90 82 52 92 55 53 54 125 57 52
internal_value=0 0.000616357 0.000519634 0.000482315 0.000203687 0.000648111 0.000569221 0.000358971 0.000322861 0.000426917 0.000657847 0.000730658 0.000649159 0.00065619 0.000670631 0.000623391 0.000660113 0.000612491 8.22875e-05 0.000653122 0.00057979 0.000675209 0.000568743
internal_weight=0 2123 525 452 248 1598 265 187 125 116 1533 163 1370 1302 978 213 896 324 123 144 180 109 104
internal_count=2371 2123 525 452 248 1598 265 187 125 116 1533 163 1370 1302 978 213 896 324 123 144 180 109 104
is_linear=0
shrinkage=0.0032998


Tree=9619
num_leaves=14
num_cat=0
split_feature=1 15 1446 4 48 147 1203 1455 131 133 151 13 1
split_gain=0.182133 0.1189 0.101466 0.0735596 0.0716548 0.0661114 0.0487626 0.0506978 0.0459027 0.025272 0.0210385 0.0482382 0.0215549
threshold=0.13554500000000003 -0.41606999999999994 0.10428500000000002 0.080165000000000014 0.10990500000000002 0.08289500000000001 0.086700000000000013 0.10442000000000001 0.089485000000000023 -0.081804999999999989 -0.08212499999999999 -0.0078949999999999975 0.11302500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 -5 -11 12 -12
right_child=1 -3 -4 9 -6 -7 -8 -9 -10 10 11 -13 -14
leaf_value=0.0069408359459860345 0.0053238979772184895 -0.0046130157638113976 -0.00069365101477479574 0.0074215067267059329 0.012512904048192169 0.0017890945829605195 0.011449383685829645 0.011840385464512116 0.0041650938009941633 0.0065452412553565495 0.0065055027080840799 -0.000317289792323274 0.0020537895283333344
leaf_weight=1392 64 73 56 58 64 74 67 55 196 53 81 86 52
leaf_count=1392 64 73 56 58 64 74 67 55 196 53 81 86 52
internal_value=0 1.59324e-05 0.00635053 0.00653247 0.00694726 0.00674659 0.00696007 0.00677591 0.00659937 0.00420423 0.00351158 0.0027692 0.00477849
internal_weight=0 137 2234 2178 1848 1784 1710 1643 1588 330 272 219 133
internal_count=2371 137 2234 2178 1848 1784 1710 1643 1588 330 272 219 133
is_linear=0
shrinkage=0.16829


Tree=9620
num_leaves=20
num_cat=0
split_feature=12 403 2 3 2 31 39 151 0 0 1 1455 474 1 1 400 12 1456 12
split_gain=0.0610902 0.157157 0.149287 0.0623578 0.0544178 0.0494026 0.0435988 0.0621845 0.115688 0.0589948 0.041922 0.0302688 0.0369298 0.0342512 0.0316572 0.0313775 0.020322 0.0167105 0.0150362
threshold=0.083795000000000022 -0.0068949999999999992 -1.0000000180025095e-35 -0.049204999999999992 0.084275000000000003 -1.0000000180025095e-35 0.096625000000000016 -0.084084999999999979 -0.22607999999999998 -0.10803999999999998 0.11091000000000002 0.082590000000000011 0.085960000000000023 0.092900000000000024 0.090275000000000008 -0.064794999999999978 0.09567500000000001 -0.06457499999999998 0.089605000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 10 -4 -3 7 -6 -9 -10 11 12 13 14 15 -2 -15 -13 -14
right_child=3 2 4 -5 6 -7 -8 8 9 -11 -12 17 18 16 -16 -17 -18 -19 -20
leaf_value=-0.0056974542107884052 0.0077184678435339681 0.0016707062561687959 0.0097065209783251047 -0.0005832308330035584 0.00099296812486149907 -0.0053585590827321958 -0.00015200198145013118 -0.00023799550656491121 0.01069985713422315 0.005619569878267873 0.0085626840602341832 0.00053275125329211453 0.0099008303443280671 0.00085792840291480025 0.0089572854709914912 0.0047494591098582823 0.0046026093875151872 0.0046307751376834429 0.0059791012168636873
leaf_weight=52 116 59 63 53 90 54 52 68 103 182 103 64 64 85 65 910 82 52 55
leaf_count=52 116 59 63 53 90 54 52 68 103 182 103 64 64 85 65 910 82 52 55
internal_value=0 0.00320135 0.00389366 0.00506533 0.00502408 -0.00167251 0.0044245 0.00496575 0.00597355 0.00746191 0.00525403 0.00502457 0.0052456 0.00497385 0.00531913 0.00508689 0.00270739 0.00238528 0.00810336
internal_weight=0 723 671 1649 558 113 495 443 353 285 1596 1493 1377 1258 1091 1026 167 116 119
internal_count=2372 723 671 1649 558 113 495 443 353 285 1596 1493 1377 1258 1091 1026 167 116 119
is_linear=0
shrinkage=0.16829


Tree=9621
num_leaves=20
num_cat=0
split_feature=1 52 1 12 14 12 16 43 4 52 4 4 4 4 12 402 47 4 16
split_gain=3.37851 0.919868 0.542421 0.430336 0.37879 0.221272 0.169056 0.178617 0.167737 0.151076 0.147525 0.137261 0.145263 0.105837 0.1196 0.059282 0.0569525 0.0515848 0.011227
threshold=0.10141500000000002 -0.41304999999999997 0.13554500000000003 0.085845000000000019 0.062655000000000016 0.11844 -0.019749999999999993 -0.010064999999999999 0.0053900000000000016 -0.034054999999999995 0.50373500000000015 -0.50388999999999984 -0.11205499999999999 0.25472500000000003 0.085495000000000015 0.11232500000000002 0.081320000000000017 0.24099500000000004 -0.10803999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 8 7 -3 11 -10 -4 -1 -13 14 -11 16 -14 -5 -16
right_child=1 2 10 17 -6 -7 -8 -9 9 13 -12 12 15 -15 18 -17 -18 -19 -20
leaf_value=0.00087205122054087277 0.00076332792610063537 0.0002894352412604225 0.00028994633912333783 0.00066697878999008109 0.00096457635306689763 0.00047771877008867222 0.00023397156077986105 0.00051445817309095159 0.00049267733802119704 0.00084411520878463096 7.4828698625442635e-05 0.00056131697131260149 0.00070242969679191808 0.00053893696327380562 0.00068389700128650285 0.0008150052057176037 0.00078831970518396764 0.0005191747372813748 0.00060762583338506569
leaf_weight=59 70 70 71 59 58 52 89 88 72 52 69 73 1102 54 65 66 99 52 52
leaf_count=59 70 70 71 59 58 52 89 88 72 52 69 73 1102 54 65 66 99 52 52
internal_value=0 0.000408687 0.000358767 0.000426944 0.000700683 0.000691897 0.000349906 0.000414987 0.00069845 0.000625967 0.000184176 0.00071371 0.000706711 0.000668844 0.000710144 0.000715061 0.000709539 0.000598055 0.0006503
internal_weight=0 568 498 358 1804 1746 247 158 1694 295 140 1399 1340 223 169 1267 1201 111 117
internal_count=2372 568 498 358 1804 1746 247 158 1694 295 140 1399 1340 223 169 1267 1201 111 117
is_linear=0
shrinkage=0.0032998


Tree=9622
num_leaves=16
num_cat=0
split_feature=4 47 0 49 14 1 3 0 3 1 3 1454 3 48 3
split_gain=0.11817 0.0595901 0.0481627 0.054703 0.0456219 0.0591236 0.0680334 0.0487557 0.12145 0.0462682 0.0432324 0.0520258 0.0402568 0.0350688 0.0193504
threshold=0.62487500000000018 1.0000000180025095e-35 -0.040094999999999992 0.084775000000000017 0.076175000000000007 0.13554500000000003 0.12991000000000003 -0.096139999999999989 -0.08095999999999999 0.096255000000000021 -0.015794999999999997 0.081220000000000014 0.0045450000000000013 0.10168500000000001 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 13 5 6 7 8 -1 -10 11 -9 -12 14 -3
right_child=-2 2 -4 -5 -6 -7 -8 10 9 -11 12 -13 -14 -15 -16
leaf_value=-0.0037988298284413946 -0.0037220043356932732 0.0044950650802341756 0.0017653622949281289 0.010614268105815049 0.008640234188109993 -0.00074873029222569587 0.010073886843928629 0.0047602851406413106 0.0057600555758134013 0.00047545297749845155 -0.0021632293437521396 0 0.0042081458580771353 0.0018481881251049294 0.0084628635064332592
leaf_weight=78 52 59 55 94 59 75 52 1309 139 72 55 69 57 52 95
leaf_count=78 52 59 55 94 59 75 52 1309 139 72 55 69 57 52 95
internal_value=0 0.00437161 0.00638679 0.00722806 0.00400663 0.00386226 0.00405211 0.00387508 0.00186357 0.00396529 0.00426403 0.00452287 0.0010633 0.00567417 0.0069544
internal_weight=0 2320 355 300 1965 1906 1831 1779 289 211 1490 1378 112 206 154
internal_count=2372 2320 355 300 1965 1906 1831 1779 289 211 1490 1378 112 206 154
is_linear=0
shrinkage=0.16829


Tree=9623
num_leaves=23
num_cat=0
split_feature=4 16 16 4 14 157 4 13 402 403 13 3 4 133 3 3 403 155 48 48 155 16
split_gain=0.0818419 0.0462583 0.0765231 0.102916 0.070222 0.0561554 0.0508092 0.0521175 0.0501768 0.0539833 0.0488509 0.0534081 0.0514695 0.0995874 0.0503201 0.0456272 0.0448321 0.0433321 0.0354267 0.0316033 0.0262924 0.0185713
threshold=0.62487500000000018 -0.011859999999999997 0.022165000000000004 -0.080344999999999986 0.023790000000000002 -0.07928499999999998 -0.42305999999999994 0.056910000000000009 0.085765000000000022 -0.020649999999999998 -0.088494999999999976 -0.082224999999999979 0.19411000000000003 -0.022174999999999997 0.097710000000000005 0.0037100000000000002 -0.019354999999999994 0.081515000000000018 0.014805 0.014805 0.084785000000000013 0.30714500000000006
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 4 3 -3 8 -5 17 19 10 -10 11 -1 13 -13 15 16 -12 -4 -7 20 21 -8
right_child=-2 2 6 5 -6 18 7 -9 9 -11 14 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0056256468468919322 -0.0030956290053366022 -0.0062690811058339936 0.0091756177813979885 -0.00159754635277876 0.010318194686462589 0.0058017190617232865 0.0034154752161593424 -0.0012433657498295177 0.010669058356546879 0.0042786085935078945 0.0025971005333963273 0.0028122877452425709 0.004022176033163535 -0.0068713638153457711 0.0088625723828783982 -0.00082755636436486219 0.0050952852819354695 0.002995224490651721 0.001003236742478748 0.0076199154521065845 0.0065172097562875043 0.00033440388991462988
leaf_weight=65 52 52 81 86 52 97 163 70 63 96 333 60 60 60 61 55 539 55 81 52 53 86
leaf_count=65 52 52 81 86 52 97 163 70 63 96 333 60 60 60 61 55 539 55 81 52 53 86
internal_value=0 0.00363692 0.00266654 0.000565985 0.00422436 0.00191909 0.00384865 0.00293322 0.00399542 0.00682197 0.00362947 0.00149081 0 -0.00201457 0.00415799 0.00384647 0.00414334 0.0066894 0.00362823 0.00376418 0.00309433 0.00235855
internal_weight=0 2320 876 316 1444 264 560 424 1392 159 1233 245 180 120 988 927 872 136 178 354 302 249
internal_count=2372 2320 876 316 1444 264 560 424 1392 159 1233 245 180 120 988 927 872 136 178 354 302 249
is_linear=0
shrinkage=0.16829


Tree=9624
num_leaves=20
num_cat=0
split_feature=2 2 2 2 13 15 457 30 15 13 156 402 3 2 160 15 159 2 3
split_gain=3.08313 2.24277 0.643319 0.521761 0.388016 0.377249 0.342991 0.295439 0.212822 0.208457 0.110253 0.106564 0.106775 0.0906343 0.0750231 0.0707313 0.0641039 0.0460888 0.0695145
threshold=0.11891500000000001 -1.0000000180025095e-35 0.095935000000000006 0.17576500000000003 -0.14819499999999997 -0.13924999999999996 0.080930000000000016 0.086430000000000021 -0.052259999999999994 -0.08866499999999998 0.088775000000000007 -0.08738499999999999 0.085315000000000016 0.084245000000000014 1.0000000180025095e-35 0.11231500000000001 -0.06482499999999998 0.093680000000000013 -0.049509999999999992
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 11 4 -2 -6 9 -1 -7 -4 14 13 15 -3 16 17 -11 18 -13
right_child=3 2 6 -5 5 8 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00053931180328152235 0.00028309756551428574 0.00071429453211165452 0.00062712385714452327 0.0001611149544646662 0.00039619413997708927 0.00086978682209276636 0.00049704612974868522 0.00023014076387366432 0.00057489038851659454 0.00085904852828536083 0.00093825399731564782 0.00091017375674302839 0.00077624191202932229 0.00087767457190488125 0.00088122015787623546 0.00079265654753250228 0.00072439049906520582 0.00081801674182020755 0.0010287551751300063
leaf_weight=98 56 71 82 54 63 53 53 52 56 54 66 1013 78 87 73 62 178 61 62
leaf_count=98 56 71 82 54 63 53 53 52 56 54 66 1013 78 87 73 62 178 61 62
internal_value=0 0.000821587 0.000851663 0.000453714 0.000522859 0.000600717 0.000750055 0.000432367 0.000718604 0.000779578 0.00081318 0.000887492 0.000897743 0.00080448 0.000785999 0.000905625 0.000755885 0.000911759 0.000917046
internal_weight=0 2090 1940 282 228 172 506 150 109 453 371 1434 1276 158 305 1198 232 1136 1075
internal_count=2372 2090 1940 282 228 172 506 150 109 453 371 1434 1276 158 305 1198 232 1136 1075
is_linear=0
shrinkage=0.0032998


Tree=9625
num_leaves=18
num_cat=0
split_feature=52 42 376 41 15 51 0 42 131 1 160 400 133 133 0 0 403
split_gain=0.065776 0.0717336 0.0793309 0.0437378 0.068406 0.0440815 0.0484561 0.115231 0.0606363 0.0424502 0.0262624 0.0362058 0.0571404 0.097469 0.0321936 0.0405678 0.0158411
threshold=-0.55582999999999994 -0.0043149999999999994 0.086100000000000024 0.081235000000000016 0.13673000000000005 0.12200500000000002 -0.084044999999999995 0.090115000000000015 0.088910000000000017 0.095950000000000021 -0.012644999999999998 -1.0000000180025095e-35 -0.076779999999999987 -0.14729999999999996 -0.078664999999999985 -0.082039999999999988 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 5 6 8 -8 -3 10 -2 16 13 -13 15 -14 -12
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 11 12 14 -15 -16 -17 -18
leaf_value=0.008830909589057627 0.0025378060995140711 0.0033483801047543109 -0.0034956120521650066 0.0069770959194482614 -0.003075041166044241 0.0072643884095586206 -0.00059125774127703919 0.0038673791080235656 0.0090824179720710493 0.0013635977004113633 0.0052245452678811779 0.0055881768638835682 0.0062551225866269971 0.014979941953216502 0.0079388701339831499 0.00036856379454257656 0.001683231163903381
leaf_weight=66 78 689 54 77 53 68 305 354 57 84 85 73 73 56 76 62 65
leaf_count=66 78 689 54 77 53 68 305 354 57 84 85 73 73 56 76 62 65
internal_value=0 0.00342422 0.00283327 0.00304759 0.00284813 0.00306247 0.00285783 0.0018011 0.00378891 0.00492332 0.00544659 0.00590596 0.00687303 0.00967915 0.00514892 0.00356497 0.00370195
internal_weight=0 2309 1657 1603 1526 1473 1405 659 746 652 568 490 340 129 211 135 150
internal_count=2375 2309 1657 1603 1526 1473 1405 659 746 652 568 490 340 129 211 135 150
is_linear=0
shrinkage=0.16829


Tree=9626
num_leaves=15
num_cat=0
split_feature=42 403 52 48 158 1447 4 52 10 39 4 42 3 2
split_gain=0.0528241 0.0914088 0.0513937 0.0434599 0.034619 0.0400894 0.0349105 0.0412335 0.0362494 0.0340266 0.0302255 0.0211433 0.0135588 0.00510502
threshold=-0.093464999999999979 -0.019354999999999994 -0.53937999999999986 0.13252500000000003 -0.45617999999999997 -0.085754999999999984 0.26665000000000005 0.047850000000000011 -0.0087699999999999983 0.089535000000000017 0.020345000000000005 -0.19327999999999998 -0.085684999999999997 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 -4 -6 8 9 -7 -8 -10 -3 -2 -13
right_child=2 11 3 -5 5 6 7 -9 10 -11 -12 13 -14 -15
leaf_value=0.011492588355907218 0.0077489348039889629 0.00099816428261513958 -0.0013807281061898077 -0.0020074358090040175 -0.0009978138282861742 0.0075339647173435619 -0.0014850175684805874 0.0048080923504627317 0.0027258375770207407 0.0035156485019001218 0.0047155646067014358 0.0036969670446934041 0.0040888556422039668 0.0061720704467355097
leaf_weight=54 66 62 58 58 76 54 141 64 1262 53 265 53 56 53
leaf_count=54 66 62 58 58 76 54 141 64 1262 53 265 53 56 53
internal_value=0 0.00545466 0.00271843 0.0025154 0.00264927 0.00277226 0.00292905 0.00110333 0.00322584 -0.000109595 0.00307232 0.0035032 0.00608362 0.00495147
internal_weight=0 222 2153 2031 1973 1915 1839 258 1581 194 1527 168 122 106
internal_count=2375 222 2153 2031 1973 1915 1839 258 1581 194 1527 168 122 106
is_linear=0
shrinkage=0.16829


Tree=9627
num_leaves=25
num_cat=0
split_feature=51 49 159 15 1 156 16 15 15 12 133 52 49 2 133 3 52 151 12 16 3 15 43 1
split_gain=0.0534243 0.079958 0.0562765 0.063245 0.052797 0.0636828 0.0654012 0.170928 0.0594794 0.0499003 0.0334142 0.0547746 0.050385 0.040943 0.0503784 0.0425593 0.0743539 0.0305115 0.028551 0.0280678 0.0261637 0.0241588 0.0265535 0.0238831
threshold=0.10975000000000001 -0.15302999999999997 -0.08799499999999999 -0.072904999999999984 0.088315000000000018 0.10272000000000002 -0.42372999999999994 -0.2987999999999999 0.09167500000000002 -0.013764999999999998 0.08784500000000002 -0.20534999999999998 0.10311000000000002 0.095195000000000016 -1.0000000180025095e-35 -0.091869999999999993 0.0029250000000000005 -0.063609999999999986 0.086620000000000016 -1.0000000180025095e-35 -0.0041149999999999989 0.088795000000000013 -0.075574999999999989 0.094165000000000013
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 -1 -2 -4 10 6 17 -8 9 -9 11 -3 18 15 -15 16 -13 -6 -12 -17 -19 22 -20 -10
right_child=2 4 3 -5 5 -7 7 8 23 -11 12 13 -14 14 -16 19 -18 20 21 -21 -22 -23 -24 -25
leaf_value=0.0092354004792395122 0.003957910654167447 0.0078627027747413657 0.0011397417939300713 -0.006622858644848734 0.00093923043673753176 0.0055874345237808577 -0.008180497901029057 0.0033929372100394558 0.0018751097634911464 -0.0010256248336318785 -0.00012391951306979255 0.0027585877469165757 -0.001996923793427737 0.0038937944758150795 -0.0023957907488585833 0.0028256067603349973 0.010509808247680991 0.0029239945230050859 0.0032759967576477807 0.0069573518482619551 0.0083349931536459317 0.0017655156170112052 0.0082216032848437606 0.0067030087878001288
leaf_weight=52 58 84 64 55 64 95 63 97 57 285 70 74 76 72 72 516 68 52 80 52 52 103 52 62
leaf_count=52 58 84 64 55 64 95 63 97 57 285 70 74 76 72 72 516 68 52 80 52 52 103 52 62
internal_value=0 0.00270165 -0.000328598 -0.00243292 0.00254249 0.00148426 0.000949284 7.78516e-05 0.00111991 9.1663e-05 0.00320464 0.00374638 0.00186617 0.0033394 0.000736526 0.00386477 0.00648309 0.00386412 0.00283467 0.00320703 0.00564677 0.00372359 0.00523788 0.00440558
internal_weight=0 2198 177 119 2146 827 732 564 501 382 1319 938 381 854 144 710 142 168 305 568 104 235 132 119
internal_count=2375 2198 177 119 2146 827 732 564 501 382 1319 938 381 854 144 710 142 168 305 568 104 235 132 119
is_linear=0
shrinkage=0.16829


Tree=9628
num_leaves=28
num_cat=0
split_feature=1 4 47 40 1 48 4 3 3 43 4 47 3 43 3 2 47 133 15 4 133 133 15 43 159 133 15
split_gain=4.32178 0.767107 0.546511 0.448897 0.380379 0.269386 0.19139 0.142199 0.185745 0.118083 0.108758 0.0978589 0.176539 0.0881909 0.0935105 0.0808395 0.07146 0.048672 0.054002 0.0415821 0.0394445 0.0527306 0.0256338 0.0249093 0.0159111 0.0143203 0.0119853
threshold=0.10293500000000001 -0.37983499999999992 0.084210000000000021 -0.026419999999999996 0.13130500000000003 0.094275000000000012 -0.078129999999999991 -0.027864999999999997 0.0025650000000000004 -0.03750499999999999 0.50373500000000015 0.077555000000000013 0.083605000000000013 0.059230000000000012 -0.091869999999999993 0.094835000000000017 0.094825000000000007 0.0035300000000000006 0.087575000000000014 -0.011154999999999998 -0.031109999999999999 0.08784500000000002 0.11315500000000002 -0.073574999999999988 -1.0000000180025095e-35 -0.114575 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 7 -4 9 -3 -9 17 -6 12 15 14 -11 20 -13 -5 -19 22 25 -22 -17 -21 -16 -8 -26
right_child=1 2 5 6 10 -7 11 8 -10 13 -12 16 -14 -15 24 19 -18 18 -20 23 21 -23 -24 -25 26 -27 -28
leaf_value=0.00049558102624282555 0.00074535171394303544 0.00047504424669627722 0.00066782343012549165 0.00066434000654901461 0.00024340142101676181 0.00036642786630938936 0.00072128530477268799 0.00016603132693691563 0.00040308725125303205 0.00097241872474332163 4.9304878492937393e-05 0.00088602079766863932 0.00051586080414775743 0.00070982135208413975 0.00087892051728101505 0.00075092914528489632 0.00073638806256992226 0.00083785210132609849 0.00069885752397458854 0.00068099428563905861 0.00077911341711375923 0.00069734694663827152 0.00065134621772571779 0.00059581402805110556 0.0007902937467586681 0.00063361676973207033 0.00085227536613788129
leaf_weight=85 62 86 75 94 61 58 53 62 88 53 66 59 54 71 52 89 101 65 68 79 293 138 53 97 195 53 65
leaf_count=85 62 86 75 94 61 58 53 62 88 53 66 59 54 71 52 89 101 65 68 79 293 138 53 97 195 53 65
internal_value=0 0.00039878 0.000355387 0.000730956 0.000288876 0.000536653 0.000742487 0.00036733 0.000305339 0.000787062 0.00014281 0.000714808 0.00070122 0.000819462 0.000840693 0.000712885 0.000791785 0.000724675 0.000767052 0.000669976 0.00073823 0.000753015 0.000714009 0.000634249 0.000818204 0.000677783 0.000805925
internal_weight=0 558 496 1817 363 133 1732 236 150 663 127 1069 909 436 365 855 160 227 133 318 537 431 142 176 312 106 260
internal_count=2375 558 496 1817 363 133 1732 236 150 663 127 1069 909 436 365 855 160 227 133 318 537 431 142 176 312 106 260
is_linear=0
shrinkage=0.0032998


Tree=9629
num_leaves=22
num_cat=0
split_feature=1 1 39 52 4 1 1 0 49 43 51 4 0 133 51 4 0 13 42 0 1
split_gain=3.43932 0.574277 0.407296 0.255228 0.245975 0.161327 0.151705 0.15161 0.118127 0.101607 0.0932692 0.0875691 0.154993 0.0915261 0.0841992 0.0700804 0.0559224 0.0556439 0.0543836 0.0402688 0.0291133
threshold=0.10932500000000002 0.13662500000000002 0.081875000000000017 -0.11183499999999999 -0.078129999999999991 0.098370000000000027 0.094165000000000013 -0.052239999999999988 0.12158500000000001 0.056620000000000011 -0.025879999999999997 -0.49432999999999994 -0.074434999999999987 -0.10210999999999999 0.0045000000000000014 0.094510000000000025 -0.088589999999999988 -0.08151499999999999 1.0000000180025095e-35 -0.10324499999999999 0.118385
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=2 3 4 -2 9 8 -4 -3 14 11 -5 -1 13 -13 15 19 -15 -16 20 -6 -12
right_child=1 7 6 10 5 -7 -8 -9 -10 -11 18 12 -14 16 17 -17 -18 -19 -20 -21 -22
leaf_value=0.00092714170151597349 0.0007075304294732695 0.00035358634473640075 0.00070579638269585793 0.00058280481521503092 0.00086871632799792511 0.00061292540733957706 0.000466167260502682 0.00012071168418009287 0.00059860769429246176 0.0006986642573862242 0.00042649829632716597 0.00097113443315900814 0.00068539078855304255 0.0009214005328264974 0.0007749585056919709 0.00068578886828384229 0.00080553506452273006 0.00063517611902438669 0.00049892487349946783 0.00077677467439971884 0.00031667790114990309
leaf_weight=95 56 61 52 52 64 103 68 62 54 73 63 54 87 58 52 94 346 94 66 669 52
leaf_count=95 56 61 52 52 64 103 68 62 54 73 63 54 87 58 52 94 346 94 66 669 52
internal_value=0 0.000425868 0.000757711 0.000506347 0.000769894 0.000739289 0.0005703 0.000236489 0.000751928 0.00081835 0.000457842 0.000831947 0.000815289 0.000839887 0.0007604 0.000773633 0.000822256 0.000685203 0.000421747 0.00078485 0.000377147
internal_weight=0 412 1963 289 1843 1130 120 123 1027 713 233 640 545 458 973 827 404 146 181 733 115
internal_count=2375 412 1963 289 1843 1130 120 123 1027 713 233 640 545 458 973 827 404 146 181 733 115
is_linear=0
shrinkage=0.0032998


Tree=9630
num_leaves=26
num_cat=0
split_feature=4 3 2 4 3 0 0 12 2 0 4 2 0 2 43 52 4 12 43 12 13 15 16 133 0
split_gain=3.56856 1.00314 0.461414 0.307297 0.270737 0.229061 0.279514 0.184337 0.172708 0.168946 0.184842 0.138941 0.10345 0.0963932 0.0829571 0.0811099 0.0788097 0.0764773 0.0635566 0.0532983 0.0467293 0.0441704 0.0280838 0.0235922 0.0126432
threshold=0.30163500000000004 -0.050489999999999993 0.14271500000000001 -0.34140499999999996 0.149315 -0.068669999999999995 -0.10417499999999999 0.092495000000000008 0.13290500000000002 -0.15385999999999997 0.0049200000000000008 0.10124000000000001 -0.073674999999999977 0.092365000000000017 -0.049364999999999992 0.022635000000000006 -0.0097949999999999982 0.084055000000000005 0.019675000000000002 0.093595000000000025 -0.070529999999999995 0.11162500000000002 -0.032969999999999992 0.071360000000000021 -0.075424999999999978
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=1 7 3 -3 8 6 9 11 14 -5 -11 12 13 15 -2 17 19 -1 -17 -9 -18 23 -22 24 -21
right_child=4 2 -4 5 -6 -7 -8 16 -10 10 -12 -13 -14 -15 -16 18 20 -19 -20 21 22 -23 -24 -25 -26
leaf_value=0.0010951201182863551 0.00050489482404297566 0.00098052396075063147 0.00047604008916582349 0.0008430799220631197 0.00027294860455673141 0.00055947551836793607 0.00097198887788580801 0.00081986162203505201 0.00038284193146484192 0.00052645333725415046 0.00079525829983576176 0.00082021000087899169 0.0010989770362147182 0.00083828315829460767 0.00066968419239565652 0.00095676952570720422 0.00075702661524760953 0.00098486150349525814 0.00082715838281739631 0.001029163680599001 0.0008296455853767506 0.00086541248145410139 0.00093814937794242312 0.00091562745939331573 0.00095528145447637655
leaf_weight=92 59 87 53 88 52 54 74 55 55 63 52 69 74 63 85 342 62 387 52 68 78 82 52 103 86
leaf_count=92 59 87 53 88 52 54 74 55 55 63 52 69 74 63 85 342 62 387 52 68 78 82 52 103 86
internal_value=0 0.00090258 0.000767722 0.000804621 0.000486324 0.00075828 0.000796909 0.000940708 0.000541903 0.000732914 0.000648306 0.000966693 0.000976666 0.000966958 0.000602411 0.000976203 0.000892801 0.00100611 0.000939753 0.000920417 0.000835949 0.000936627 0.000873318 0.000959212 0.000988134
internal_weight=0 2136 471 418 251 331 277 1665 199 203 115 1079 1010 936 144 873 586 479 394 394 192 339 130 257 154
internal_count=2387 2136 471 418 251 331 277 1665 199 203 115 1079 1010 936 144 873 586 479 394 394 192 339 130 257 154
is_linear=0
shrinkage=0.0032998


Tree=9631
num_leaves=25
num_cat=0
split_feature=4 3 3 2 2 2 2 3 1456 4 4 49 4 13 4 3 16 43 1210 43 16 4 16 129
split_gain=3.04424 1.04687 0.532852 0.37963 0.221585 0.218074 0.216216 0.228051 0.210758 0.189405 0.10805 0.106629 0.105834 0.112721 0.131172 0.0979322 0.0969195 0.0783474 0.0913538 0.0554732 0.0475843 0.0408509 0.0345177 0.0319031
threshold=0.30163500000000004 -0.069254999999999997 0.30112000000000005 -0.007134999999999999 0.13538500000000001 0.13922500000000002 0.10124000000000001 -0.10237999999999998 0.056325000000000007 -0.060264999999999992 -0.019569999999999997 -0.072214999999999988 0.0036400000000000004 -0.011764999999999998 -0.097514999999999977 -0.084794999999999995 -0.13644999999999999 0.061400000000000003 -0.08126499999999999 -0.076554999999999984 -0.48186499999999993 -0.0063999999999999986 0.19022000000000003 0.086095000000000019
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 6 3 -3 19 9 8 -8 12 22 -11 -12 13 17 -15 -10 -14 18 -1 -2 -21 -9 -5 -16
right_child=4 2 -4 5 -6 -7 7 21 15 10 11 -13 16 14 23 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.00065656126015925216 0.00027852052519674616 0.00035388549775122074 0.00025210583120882039 0.0008404572320937513 0.00015922530497829371 0.00043049993812801785 0.00049053308258280011 0.00079305189867523668 0.00096770615510538799 0.00048202371222184578 0.00077038226359215148 0.00060581004720426006 0.00075013733721017353 0.00054497786736713188 0.00074618197460194955 0.00077343999131398056 0.0005819100450781239 0.00067793279502107969 0.00079780253015181949 0.00034838500196031482 0.00048457012812381362 0.00066828869136889037 0.00071663623263125875 0.00065845252476799177
leaf_weight=58 52 61 53 52 80 53 78 52 67 57 58 192 68 54 217 54 91 91 569 65 54 82 61 68
leaf_count=58 52 61 53 52 80 53 78 52 67 57 58 192 68 54 217 54 91 91 569 65 54 82 61 68
internal_value=0 0.000687769 0.00056883 0.0006002 0.000303341 0.000631891 0.000732818 0.000633823 0.000748489 0.00065722 0.000614148 0.000644132 0.000735244 0.00074742 0.000696742 0.0008813 0.000654078 0.000771299 0.000784793 0.000370558 0.000410479 0.000716967 0.000773928 0.000725374
internal_weight=0 2136 587 534 251 473 1549 212 1337 420 307 250 1216 1057 339 121 159 718 627 171 119 134 113 285
internal_count=2387 2136 587 534 251 473 1549 212 1337 420 307 250 1216 1057 339 121 159 718 627 171 119 134 113 285
is_linear=0
shrinkage=0.0032998


Tree=9632
num_leaves=20
num_cat=0
split_feature=4 2 0 39 0 2 4 4 0 2 2 48 50 480 4 0 15 2 2
split_gain=2.80567 0.670786 0.414577 0.394951 0.337128 0.318871 0.232923 0.157756 0.233155 0.15289 0.120249 0.0758726 0.0568539 0.0624411 0.0560843 0.0576694 0.0549985 0.0232737 0.00932863
threshold=0.30163500000000004 0.10981000000000002 -0.074754999999999988 0.082470000000000016 -0.068669999999999995 0.14234000000000005 0.55608500000000005 -0.47860499999999995 -0.065064999999999998 0.13538500000000001 0.092155000000000015 0.088580000000000006 0.115 0.056320000000000009 -0.070894999999999986 -0.11169999999999998 -0.41606999999999994 0.084675000000000014 0.11693000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 7 -5 18 9 -1 10 16 12 -3 13 -9 -12 -16 -2 -10 -4
right_child=6 2 5 4 -6 -7 -8 8 17 -11 14 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0008929565498585249 0.0005595050817180083 0.00050874277477114813 0.00072811588533989839 0.0007317253644945112 0.00038459463715047787 0.00046723653386158791 0.00018031123174967298 0.00078287975151438425 0.00056383173996977186 0.00028114294068343378 0.00079527124069720962 0.00032902989464050084 0.0006864313792157424 0.00087125783445246693 0.0005872561024356577 0.00071438290970378599 0.00041870734244342788 0.0006645568772246284 0.00079601164685774055
leaf_weight=104 58 52 65 67 57 57 60 998 58 62 74 54 65 104 53 199 71 59 70
leaf_count=104 58 52 65 67 57 57 60 998 58 62 74 54 65 104 53 199 71 59 70
internal_value=0 0.000729793 0.00058404 0.000753405 0.000572441 0.000675788 0.000360696 0.000766476 0.000758284 0.000417177 0.000769495 0.000417523 0.000785444 0.000791252 0.000712292 0.000687786 0.000482285 0.000614926 0.000763582
internal_weight=0 2136 298 1838 124 192 251 1714 1610 191 1493 106 1167 1102 326 252 129 117 135
internal_count=2387 2136 298 1838 124 192 251 1714 1610 191 1493 106 1167 1102 326 252 129 117 135
is_linear=0
shrinkage=0.0032998


Tree=9633
num_leaves=18
num_cat=0
split_feature=2 403 16 1374 0 14 49 3 3 0 0 403 15 3 3 403 2
split_gain=0.117049 0.0770586 0.0511998 0.0485253 0.056297 0.0619872 0.0695313 0.0571398 0.0809451 0.0471709 0.138788 0.0429651 0.0430708 0.0272042 0.0201731 0.0156487 0.0125202
threshold=0.16730000000000003 -0.22361499999999998 -0.065564999999999984 -0.029664999999999997 -0.10653 0.018475000000000002 0.047620000000000003 0.12991000000000003 0.08734500000000002 -0.090164999999999981 -0.088589999999999988 -0.10393999999999999 -0.093464999999999979 -0.080464999999999995 -0.049509999999999992 -0.53379499999999991 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -3 5 6 7 8 -5 13 -11 -12 -13 16 -15 -1 -6
right_child=-2 3 -4 4 9 -7 -8 -9 -10 10 11 12 -14 14 -16 -17 -18
leaf_value=0.0038133101869282145 -0.0029289554705597296 0.0094600575881210042 0.012446881335602069 0.00078857612143164917 0.0068578565114879343 0.0072298968379226787 0.0053694440598678469 0.0045962813272880515 -0.0070082851271358257 -0.0041691140126342537 -7.709059327840177e-05 0.0018438288593772387 0.0050909068886903159 0.0033575618329042432 0.0076614048331606144 0.0076198113362400035 0.010358987821272326
leaf_weight=52 59 52 52 124 66 63 92 56 54 53 53 130 1203 82 52 84 60
leaf_count=52 59 52 52 124 66 63 92 56 54 53 53 130 1203 82 52 84 60
internal_value=0 0.00464285 0.00792121 0.00435401 0.00422599 0.00239021 0.00144943 -8.40985e-05 -0.00156667 0.00464524 0.00426492 0.00458873 0.00477559 0.00674331 0.00504112 0.00617759 0.00853932
internal_weight=0 2328 188 2140 2088 389 326 234 178 1699 1439 1386 1333 260 134 136 126
internal_count=2387 2328 188 2140 2088 389 326 234 178 1699 1439 1386 1333 260 134 136 126
is_linear=0
shrinkage=0.16829


Tree=9634
num_leaves=12
num_cat=0
split_feature=481 41 1 160 52 376 12 11 0 52 39
split_gain=0.0808257 0.0679827 0.0727066 0.132562 0.0468327 0.0478681 0.0608043 0.0341892 0.051894 0.0297034 0.0182721
threshold=-0.085804999999999979 0.088180000000000008 0.12122500000000001 -0.066494999999999985 -0.53283999999999987 0.084545000000000009 -0.09168999999999998 0.079915000000000014 -0.029554999999999994 -0.55248999999999981 0.0095750000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 6 -6 8 -8 -2 -5
right_child=1 -3 3 10 5 -7 7 -9 -10 -11 -12
leaf_value=0.0083780478305098636 0.0047585923667627754 -0.0019337358283339518 -0.0062352351200662256 0.0014744658158294657 -0.0017780658498913868 0.0088144060589218989 0.0039215470698513999 0.0077604127836524879 0.00051335609274611859 0.0099366929301246253 0.005082751001793096
leaf_weight=101 73 63 57 86 57 52 1564 60 139 58 77
leaf_count=101 73 63 57 86 57 52 1564 60 139 58 77
internal_value=0 0.00349918 0.00365395 0.000739852 0.00397313 0.00375581 0.00361029 0.00378552 0.00364442 0.0070649 0.00319002
internal_weight=0 2286 2223 220 2003 1872 1820 1763 1703 131 163
internal_count=2387 2286 2223 220 2003 1872 1820 1763 1703 131 163
is_linear=0
shrinkage=0.16829


Tree=9635
num_leaves=11
num_cat=0
split_feature=10 15 15 133 1211 1212 475 1212 1212 160
split_gain=0.104602 0.084956 0.0913699 0.0788202 0.0604527 0.0962812 0.062083 0.054178 0.23097 0.0458779
threshold=-0.0091199999999999979 -0.45015499999999992 -0.26826999999999995 -0.5099149999999999 0.077345000000000011 0.090465000000000018 -0.086799999999999974 0.040035000000000008 0.087505000000000013 0.11205000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 9 -9 -8
right_child=1 2 3 4 5 -7 7 8 -10 -11
leaf_value=-0.0019849074378354096 -0.0012652698217202169 0.01032900511869831 -0.0027995821040250621 0.0077401059434597753 0.012616085565986875 0.003295128790637542 0.0038769308423159837 -0.0087468839944191638 0.0044926107753368487 4.8017502916753182e-05
leaf_weight=98 96 60 52 97 56 73 1553 53 126 95
leaf_count=98 96 60 52 97 56 73 1553 53 126 95
internal_value=0 0.00361957 0.003837 0.0036511 0.00381536 0.00735536 0.00357708 0.00335507 0.0005625 0.0036573
internal_weight=0 2261 2165 2105 2053 129 1924 1827 179 1648
internal_count=2359 2261 2165 2105 2053 129 1924 1827 179 1648
is_linear=0
shrinkage=0.16829


Tree=9636
num_leaves=17
num_cat=0
split_feature=4 0 4 4 130 3 52 15 15 160 0 1456 3 475 4 3
split_gain=0.0854097 0.105237 0.0900614 0.0732928 0.0733076 0.0502895 0.0423976 0.0453986 0.0681214 0.0386223 0.0837817 0.0316586 0.0798307 0.0452716 0.0182368 0.0128501
threshold=-0.15450999999999995 -0.029554999999999994 -0.099704999999999974 0.25472500000000003 -0.082104999999999984 -0.15680499999999997 0.12371000000000001 -0.45015499999999992 -0.10245999999999998 0.11281500000000001 -0.16242999999999996 -0.06457499999999998 -0.082039999999999988 -0.086349999999999982 -0.50775499999999985 -0.010299999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3 7 -5 15 10 -6 12 -12 -13 -7 -9
right_child=2 5 3 6 9 14 -8 8 -10 -11 11 13 -14 -15 -16 -17
leaf_value=0.012585354826675334 -0.004421001129101822 0.0077093998075124714 -0.0023271940752167854 -0.0041082117760244475 0.0096719508637719224 -0.00046916345803111172 0.0044145231965986385 0.0049599678439411626 -0.0037344864887380804 -3.8825499255953738e-06 0.0048643637390555659 0.008378004996891189 -0.003285173182022844 0.0032937010789859931 0.0038052856707171149 0.0013614003871751977
leaf_weight=52 52 64 68 76 60 53 57 59 61 94 68 52 68 1359 59 57
leaf_count=52 52 64 68 76 60 53 57 59 61 94 68 52 68 1359 59 57
internal_value=0 0.00591791 0.00248373 0.0026573 0.00307568 0.00393777 0.000263994 -0.000664005 0.000804713 0.00329273 0.00348668 0.00324562 0.000776385 0.00348235 0.00176651 0.00320719
internal_weight=0 228 2131 2079 1769 176 310 253 177 1701 1607 1547 136 1411 112 116
internal_count=2359 228 2131 2079 1769 176 310 253 177 1701 1607 1547 136 1411 112 116
is_linear=0
shrinkage=0.16829


Tree=9637
num_leaves=20
num_cat=0
split_feature=1 52 52 150 0 1 13 16 2 12 3 13 403 43 50 1429 52 2 2
split_gain=5.49513 0.868873 0.611239 0.454361 0.575533 0.35629 0.343638 0.222475 0.202836 0.190929 0.151703 0.145559 0.140003 0.263007 0.12064 0.0940231 0.0770821 0.0760387 0.0565395
threshold=0.10293500000000001 -0.41304999999999997 0.12492500000000002 0.089910000000000018 -0.14989499999999997 0.12719000000000003 -1.0000000180025095e-35 -0.011694999999999999 0.09036000000000001 -0.085209999999999994 0.045635000000000002 -0.15714499999999998 -0.098684999999999981 -0.0063549999999999987 0.12045500000000002 0.084485000000000018 0.081680000000000016 0.088710000000000011 0.083855000000000013
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 5 4 -1 8 11 -5 -3 -6 -10 -7 13 16 15 17 18 -14 -11
right_child=1 2 -4 7 9 6 -8 -9 10 12 -12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.00098727358874893729 0.00068695326237430188 0.00046637284949724089 0.00056767136543281211 0.00037535388738841501 0.00052971426234722698 0.00013705678512739136 0.00035199908660927241 0.00066541780451261621 0.00016177868033420332 0.00072800045659472722 0.00037267734977993139 -9.4195521798672659e-05 0.00076846422000007009 0.00045193033078751366 0.00060521493903783466 0.00085972196929483301 0.00078492368347654194 0.0007122358364644412 0.00057144503343290896
leaf_weight=96 72 80 77 57 55 67 54 60 81 55 70 53 630 54 67 86 93 499 53
leaf_count=96 72 80 77 57 55 67 54 60 81 55 70 53 630 54 67 86 93 499 53
internal_value=0 0.000348461 0.000297824 0.000724306 0.000738141 0.000246433 0.000133324 0.000524406 0.00033148 0.000723096 0.00025978 3.46268e-05 0.000729993 0.000658174 0.000744251 0.000751889 0.000713408 0.000743643 0.000651499
internal_weight=0 554 482 1805 1688 405 174 117 231 1592 151 120 1537 255 1282 1215 201 1129 108
internal_count=2359 554 482 1805 1688 405 174 117 231 1592 151 120 1537 255 1282 1215 201 1129 108
is_linear=0
shrinkage=0.0032998


Tree=9638
num_leaves=15
num_cat=0
split_feature=42 12 0 15 1213 3 0 49 1212 3 393 43 41 15
split_gain=0.0897426 0.0710113 0.100982 0.0691385 0.0661365 0.151797 0.0603632 0.069169 0.0491017 0.0991298 0.0561258 0.0467213 0.0409788 0.0246143
threshold=0.11603500000000001 -0.083994999999999986 -0.13740499999999997 0.089625000000000024 -0.090764999999999985 -0.082254999999999981 0.12539500000000003 0.13302000000000003 0.082415000000000016 -0.087454999999999991 0.10317000000000003 -0.078469999999999984 0.077565000000000009 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -3 7 8 10 -10 12 -4 -6 -11
right_child=3 4 11 -5 6 -7 -8 -9 9 13 -12 -13 -14 -15
leaf_value=-0.0061320944663348391 -0.0052035334854440502 -0.006770428887734492 -0.0011777065968470919 0.0019276812737193869 0.0029587553087768443 0.0048177590474919379 0.0092284481622497156 0.0088193130196620624 0.010104476914571645 0.0051410163253305646 0.0083145576951247375 0.0048773236144142246 -0.0014079701461126052 0.00017582881011426817
leaf_weight=54 66 57 61 92 1430 73 54 67 86 54 54 87 63 61
leaf_count=54 66 57 61 92 1430 73 54 67 86 54 54 87 63 61
internal_value=0 0.00310413 8.79246e-05 -0.00103981 0.00340802 -0.000249396 0.00366337 0.00349681 0.00329177 0.00577571 0.00296788 0.00236953 0.00277329 0.00252293
internal_weight=0 2201 202 158 1999 130 1869 1815 1748 201 1547 148 1493 115
internal_count=2359 2201 202 158 1999 130 1869 1815 1748 201 1547 148 1493 115
is_linear=0
shrinkage=0.16829


Tree=9639
num_leaves=22
num_cat=0
split_feature=1 133 0 4 159 160 1 1212 403 403 403 0 1 1 0 133 0 133 159 403 4
split_gain=0.0780753 0.0598525 0.100738 0.0689036 0.0447918 0.0579426 0.0719084 0.050229 0.0590754 0.237879 0.0553432 0.049728 0.0496193 0.118209 0.0339932 0.0247188 0.0213848 0.016601 0.0223571 0.0116903 0.0116067
threshold=0.10915500000000002 0.048695000000000009 -0.085309999999999983 0.50373500000000015 0.084205000000000016 -0.40907999999999994 0.079865000000000019 0.083355000000000026 -0.081224999999999992 -0.14032999999999998 -0.011089999999999997 -0.085784999999999986 0.10587000000000001 0.10293500000000001 -0.14766999999999997 0.41333000000000003 -0.054419999999999989 -1.0000000180025095e-35 0.10862000000000001 -0.087094999999999992 -0.081214999999999996
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=4 2 14 16 5 6 -1 8 9 15 -10 -9 13 -12 -2 20 -4 -6 -19 -13 -7
right_child=1 -3 3 -5 17 7 -8 11 10 -11 12 19 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0029048141157363562 0.0013647293287760126 -0.0035757266815076151 0.0089143977841509188 -0.00056558278718210587 0.0026882667917873635 0.0020480017410054894 0.010577029667716065 0.0091012406098015582 0.0076232061497866436 -0.010555845889163584 0.0021932701256614211 0.0048471421998045657 0.0069624895519248536 -0.0060445217736466699 -0.0038543760223413047 -0.00026680449422329964 0.0042904463992048652 0.0076936185525913418 0.0038135291161274817 0.001950735818005296 0.0055290869096329279
leaf_weight=99 56 90 53 61 69 57 54 52 53 53 928 68 55 52 94 67 66 90 84 102 56
leaf_count=99 56 90 53 61 69 57 54 52 53 53 928 68 55 52 94 67 66 90 84 102 56
internal_value=0 0.000265794 0.00131893 0.00400629 0.00280146 0.00249316 0.0056244 0.00218151 0.00178564 -0.000640233 0.0023068 0.004529 0.00203283 0.00175433 -0.00189393 0.00226938 0.00636495 0.00494587 0.0058308 0.00311987 0.00378904
internal_weight=0 420 330 180 1939 1696 153 1543 1321 233 1088 222 1035 980 150 180 119 243 174 170 113
internal_count=2359 420 330 180 1939 1696 153 1543 1321 233 1088 222 1035 980 150 180 119 243 174 170 113
is_linear=0
shrinkage=0.16829


Tree=9640
num_leaves=20
num_cat=0
split_feature=1 3 4 1 150 3 3 132 16 3 16 16 3 1447 1447 1210 133 15 3
split_gain=7.31976 1.24953 0.682957 0.551943 0.427242 0.410131 0.610812 0.216462 0.209419 0.183341 0.164529 0.301181 0.148326 0.105559 0.15622 0.0833878 0.0820791 0.0818159 0.0413611
threshold=0.10538500000000002 -0.036004999999999988 0.30163500000000004 0.089875000000000024 1.0000000180025095e-35 0.30112000000000005 0.077930000000000013 0.089075000000000015 0.40052000000000004 0.09037000000000002 0.26753000000000005 -0.012149999999999999 -0.0088599999999999981 -0.085804999999999979 -0.082824999999999982 -0.064799999999999983 0.088685000000000014 0.081915000000000016 -0.078724999999999976
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 8 7 10 6 12 9 -2 13 11 18 -3 -1 -15 -16 -17 -9 -5
right_child=1 5 -4 4 -6 -7 -8 17 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20
leaf_value=0.00086822276908355778 0.0007303330977523918 0.00041774799609178278 0.00044146094825787079 0.00085560943552142525 0.00060821969929656565 0.00019334765135345424 0.00066682559981854207 0.00076947495047688375 0.0010130445721947224 0.0007942454712971394 0.0010594362822960936 0.0006432592750268885 0.00018609968017274881 0.0011836231665687811 0.00089655843486059121 0.0010213995561614427 0.00095383539917693173 0.00093859927268167035 0.00096939440766790025
leaf_weight=71 64 60 67 68 76 102 84 73 54 53 52 58 62 52 93 793 288 61 96
leaf_count=71 64 60 67 68 76 102 84 73 54 53 52 58 62 52 93 793 288 61 96
internal_value=0 0.000494063 0.000708617 0.000947142 0.000828596 0.000365076 0.000449936 0.000975077 0.000860008 0.000987791 0.000889594 0.000849652 0.000300314 0.000995673 0.00100302 0.000994996 0.00100343 0.000846727 0.00092243
internal_weight=0 493 185 1834 350 308 206 1484 118 1350 274 222 122 1297 1226 1174 1081 134 164
internal_count=2327 493 185 1834 350 308 206 1484 118 1350 274 222 122 1297 1226 1174 1081 134 164
is_linear=0
shrinkage=0.0032998


Tree=9641
num_leaves=22
num_cat=0
split_feature=4 3 12 3 12 4 12 4 0 1212 39 12 0 12 43 3 4 403 0 4 133
split_gain=1.87459 0.705131 0.186645 0.184322 0.126405 0.207535 0.171806 0.111514 0.08903 0.0746166 0.0611164 0.0606453 0.0553464 0.0612866 0.054654 0.0446196 0.0351004 0.0386577 0.034691 0.0294399 0.0132575
threshold=0.30163500000000004 0.30112000000000005 -1.0000000180025095e-35 0.13772500000000001 0.092495000000000008 -0.50215999999999983 0.077755000000000005 -0.053824999999999991 -0.067969999999999989 0.092360000000000012 0.087880000000000014 0.091625000000000012 -0.073574999999999988 0.095490000000000005 -0.078959999999999989 -0.024114999999999994 0.053255000000000004 -0.081934999999999994 -0.082349999999999993 -0.011269999999999997 0.024130000000000002
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 2 8 10 5 -4 7 -7 14 11 15 -8 16 -14 -1 -2 17 -6 -19 20 -15
right_child=3 -3 4 -5 12 6 9 -9 -10 -11 -12 -13 13 19 -16 -17 -18 18 -20 -21 -22
leaf_value=0.00041109003987707492 0.0002487444314697838 0.0001442207883958914 0.00075152727493998277 4.9535168179771771e-05 0.00045785539028473147 0.00055170464403780678 0.00056032201146691784 0.00036519186955699656 0.00032363988620885231 0.00045560506145553758 0.00018042120126295742 0.00066869722857850389 0.00035723711003880207 0.00053614310643593916 0.00055913030720185545 0.00037775211995790225 0.00044916491531290294 0.00061964091908380144 0.00052848849836313713 0.00043077243857183358 0.00046642229252978666
leaf_weight=64 70 55 56 59 52 59 873 91 66 73 68 64 53 103 52 54 59 80 135 83 58
leaf_count=64 70 55 56 59 52 59 873 91 66 73 68 64 53 103 52 54 59 80 135 83 58
internal_value=0 0.000513753 0.000523792 0.000211584 0.000533841 0.000553669 0.000544087 0.000438788 0.000422062 0.00055969 0.000261197 0.000567762 0.000495082 0.00046151 0.000477757 0.000305209 0.000525559 0.000542308 0.00056257 0.000484016 0.000511245
internal_weight=0 2076 2021 251 1839 1216 1160 150 182 1010 192 937 623 297 116 124 326 267 215 244 161
internal_count=2327 2076 2021 251 1839 1216 1160 150 182 1010 192 937 623 297 116 124 326 267 215 244 161
is_linear=0
shrinkage=0.0032998


Tree=9642
num_leaves=19
num_cat=0
split_feature=1 14 376 132 39 47 52 12 12 52 160 484 2 402 1186 159 159 12
split_gain=0.0822125 0.104304 0.0870221 0.0825073 0.0749758 0.059422 0.0716251 0.0860646 0.0549237 0.0470388 0.0657393 0.0664341 0.0468065 0.0411765 0.0490456 0.0392783 0.0564455 0.0380687
threshold=0.090670000000000014 -0.23083499999999998 0.084815000000000015 0.087210000000000024 0.085765000000000022 0.083875000000000019 -0.062629999999999977 0.089150000000000021 -0.042789999999999988 0.40438500000000005 -0.089744999999999978 1.0000000180025095e-35 0.10527500000000002 0.12629000000000004 0.049580000000000006 0.092630000000000018 0.018290000000000004 0.089370000000000019
decision_type=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 12 -8 -1 10 11 -10 -3 14 15 16 -12 -7
right_child=1 2 -4 -5 -6 17 7 -9 9 -11 13 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0094066545031555922 0.0074124487078028071 0.0072098804273709322 -0.0053861791260309882 -0.0043601950217865542 0.0066229414898143421 0.0081688962536539192 -0.0050762868920064897 0.0013352138052431519 0.010630189834572985 0.0002146113019838062 0.0031217263647570267 0.0040313461150152325 0.00094749737446215036 0.0080547796281939081 0.0083157157139698359 0.0062811878004286042 -0.0024104647634167575 0.0022453237715822287
leaf_weight=52 87 57 52 57 97 52 100 145 82 97 922 94 85 57 55 103 55 78
leaf_count=52 87 57 52 57 97 52 100 145 82 97 922 94 85 57 55 103 55 78
internal_value=0 0.00190306 0.00123762 0.00175362 0.00232412 0.00151409 0.000463241 -0.00127439 0.00400822 0.00381538 0.00406938 0.00711602 0.00347392 0.00361804 0.00339364 0.00314131 0.00280845 0.00462857
internal_weight=0 810 723 671 614 517 387 245 1517 1465 1368 176 142 1192 1135 1080 977 130
internal_count=2327 810 723 671 614 517 387 245 1517 1465 1368 176 142 1192 1135 1080 977 130
is_linear=0
shrinkage=0.16829


Tree=9643
num_leaves=24
num_cat=0
split_feature=1 12 3 1 150 4 3 3 12 1446 158 0 12 4 43 1209 0 15 3 3 4 12 42
split_gain=2.28975 0.474113 0.397866 0.317433 0.128489 0.116318 0.109953 0.0878501 0.0872272 0.132737 0.0828946 0.079198 0.0791813 0.0895139 0.059446 0.095897 0.0689349 0.056039 0.0572835 0.0395022 0.039805 0.0291552 0.0196618
threshold=0.12007000000000002 0.054520000000000006 0.31400500000000003 0.092655000000000015 0.091105000000000005 0.26171000000000005 -0.0063999999999999986 0.10812000000000001 0.092495000000000008 0.088500000000000009 0.081640000000000018 -0.14097999999999997 -0.010219999999999998 -0.057539999999999994 -0.14005499999999999 0.086040000000000019 -0.073284999999999975 -0.035449999999999988 -0.075604999999999992 -0.11255999999999998 -0.079614999999999977 0.098330000000000015 -0.010655
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=1 3 5 12 6 -2 -5 -8 9 11 17 -3 -1 -14 -13 16 -16 18 22 -19 -21 -22 -10
right_child=2 8 -4 4 -6 -7 7 -9 10 -11 -12 14 13 -15 15 -17 -18 19 -20 20 21 -23 -24
leaf_value=0.00059354801902303104 0.00033131745210356636 0.00040256159527187244 -5.0552098949277049e-05 0.0002642718918044254 0.00017364832392969762 0.00016299103718360512 0.00052041202760501131 0.00033012586700869944 0.00042507337779837477 0.00068635325309740979 0.00059682316226522547 0.00064568740539101485 0.00053627738142597765 0.00034471857741261055 0.00052898326088809825 0.00039282783769675604 0.00064900209102630735 0.00058211176325323054 0.0004900356636839626 0.00041987904531743878 0.00054579837371864035 0.00046073738864577975 0.00033186074601932277
leaf_weight=66 85 54 70 81 54 97 55 54 53 63 69 53 58 52 758 55 59 57 94 83 113 86 58
leaf_count=66 85 54 70 81 54 97 55 54 53 63 69 53 58 52 758 55 59 57 94 83 113 86 58
internal_value=0 0.000493762 0.00016045 0.000394399 0.00031696 0.000241799 0.000357505 0.000426465 0.000518957 0.00053766 0.000487107 0.000528056 0.000501557 0.000446043 0.000535344 0.000528597 0.000537694 0.000473126 0.000428832 0.000499807 0.000483046 0.000509215 0.000376685
internal_weight=0 2075 252 420 244 182 190 109 1655 1042 613 979 176 110 925 872 817 544 205 339 282 199 111
internal_count=2327 2075 252 420 244 182 190 109 1655 1042 613 979 176 110 925 872 817 544 205 339 282 199 111
is_linear=0
shrinkage=0.0032998


Tree=9644
num_leaves=26
num_cat=0
split_feature=1 12 3 1 123 4 2 4 2 2 160 1209 1 2 1 12 4 2 131 133 3 12 43 12 52
split_gain=7.63581 1.60686 0.788224 0.773875 0.658278 0.690299 0.468626 0.366425 0.278359 0.353612 0.208029 0.202509 0.159248 0.142313 0.135121 0.0911843 0.0856635 0.0855329 0.0840998 0.0783631 0.0780847 0.0617468 0.055434 0.032307 0.00919699
threshold=0.11771500000000001 0.077755000000000005 0.30112000000000005 0.085810000000000011 0.083715000000000026 0.36766000000000004 0.095545000000000005 -0.42305999999999994 -0.0091949999999999983 0.11252000000000002 0.059580000000000008 0.086665000000000006 0.089710000000000026 0.12399000000000002 0.092485000000000026 0.092495000000000008 0.053255000000000004 0.096015000000000017 0.090175000000000019 0.088765000000000011 -0.095469999999999985 0.094955000000000025 -0.078139999999999973 0.10055500000000002 -0.0086049999999999998
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=1 3 4 17 5 -2 11 -8 -5 10 -10 12 15 16 -14 19 22 -1 -16 20 -3 -17 -9 -24 -21
right_child=2 6 -4 8 -6 -7 7 13 9 -11 -12 -13 14 -15 18 21 -18 -19 -20 24 -22 -23 23 -25 -26
leaf_value=0.0011610612238319305 0.00091813888066901025 0.0012864717413136695 0.00018059175390395426 0.0005423730756743191 0.00030600500426710802 0.00044805801238399187 0.0012341195441438891 0.0011003684563306712 0.00099396508623030033 0.00062817493075196054 0.00073467806177581136 0.00096801925998071998 0.00093296463642932352 0.00078304842339075881 0.0011761011335402552 0.00097609554915309427 0.00088481481413943506 0.00097958969440021994 0.0010119264938355196 0.0010551594369375096 0.0011691941201133107 0.0011280035360017725 0.00090883257669842029 0.0010262189141027184 0.0011240737406402789
leaf_weight=66 75 77 77 52 68 63 57 63 100 77 53 90 73 52 91 52 84 57 62 62 573 86 56 67 94
leaf_count=66 75 77 77 52 68 63 57 63 100 77 53 90 73 52 91 52 84 57 62 62 573 86 56 67 94
internal_value=0 0.00104468 0.000466105 0.000858148 0.000572655 0.000703792 0.00109075 0.000988228 0.000762457 0.000812063 0.000904377 0.00112156 0.00113334 0.000944591 0.00105284 0.00115258 0.000975573 0.00107725 0.0011098 0.0011665 0.00118314 0.00107102 0.00101637 0.000973061 0.00109691
internal_weight=0 2044 283 405 206 138 1639 379 282 230 153 1260 1170 322 226 944 270 123 153 806 650 138 186 123 156
internal_count=2327 2044 283 405 206 138 1639 379 282 230 153 1260 1170 322 226 944 270 123 153 806 650 138 186 123 156
is_linear=0
shrinkage=0.0032998


Tree=9645
num_leaves=20
num_cat=0
split_feature=150 3 2 401 48 43 14 4 3 3 1212 40 2 2 13 4 2 1446 13
split_gain=0.0789516 0.069795 0.0848216 0.082945 0.0818426 0.0687641 0.067103 0.0547219 0.0517413 0.0517327 0.0454354 0.0436448 0.0372298 0.0365475 0.0362479 0.0785297 0.0717288 0.0360776 0.0369494
threshold=0.08926000000000002 -0.08322499999999998 -1.0000000180025095e-35 0.080710000000000018 0.088145000000000015 -0.0084099999999999991 -0.10708499999999999 -0.44205499999999992 -0.089199999999999988 -0.082484999999999989 0.082415000000000016 -0.082074999999999995 0.10222000000000002 0.087610000000000007 -0.085604999999999987 -0.076184999999999989 0.09857500000000001 0.083715000000000026 -0.012279999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 13 -4 -1 10 -8 12 -11 -9 -2 16 -16 -13 18 -10
right_child=5 2 6 -5 -6 -7 9 8 17 11 -12 14 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0099648570077349782 0.006283215996147935 -0.0015306920833651617 0.0089660791267121374 7.1619092505247643e-06 0.011187910276101255 -0.0025860181958572257 -0.0015693936631486377 0.005292160422937852 0.0031909180021933892 0.0080397010871584382 -0.00087375514273560593 0.0064226136294118158 0.0003566446726689618 0.0006281861303710232 0.0060445709558078027 0.0017269147614332055 0.00069382540870402095 0.010047586815464096 0.0076397800920063501
leaf_weight=61 60 100 62 80 71 103 59 191 114 58 63 221 57 72 151 580 87 59 102
leaf_count=61 60 100 62 80 71 103 59 191 114 58 63 221 57 72 151 580 87 59 102
internal_value=0 0.00392405 0.00316846 0.00516976 0.00574247 0.000663245 0.00355574 0.00514213 0.00463704 0.00326401 0.00313854 0.00352561 0.00416503 0.00321226 0.00327189 0.00262125 0.00481025 0.00632517 0.00530009
internal_weight=0 2116 1318 798 718 235 1218 647 586 1156 311 1097 248 132 1039 731 308 275 216
internal_count=2351 2116 1318 798 718 235 1218 647 586 1156 311 1097 248 132 1039 731 308 275 216
is_linear=0
shrinkage=0.16829


Tree=9646
num_leaves=23
num_cat=0
split_feature=4 3 150 13 4 13 4 13 160 4 49 4 49 12 3 133 42 12 157 4 0 42
split_gain=2.01737 0.956473 0.416291 0.262522 0.275492 0.193112 0.160038 0.127422 0.113827 0.0883777 0.0788873 0.0787065 0.0661192 0.0663903 0.0590694 0.0553732 0.0455624 0.068679 0.0719258 0.0451259 0.0378509 0.0327936
threshold=0.30163500000000004 -0.049204999999999992 0.093625000000000014 -0.00038499999999999998 0.00077000000000000018 -0.0074049999999999993 -0.14538499999999996 -0.083739999999999995 -0.43697499999999995 -0.00013999999999999996 0.12158500000000001 0.51743500000000009 -0.061834999999999994 0.08401500000000002 -0.090854999999999977 0.078935000000000019 0.083725000000000008 0.084055000000000005 -0.065669999999999992 -0.082184999999999994 -0.11169999999999998 0.086090000000000014
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 7 3 4 15 11 -5 14 -9 -8 12 -2 -10 -14 -1 -3 -16 -18 -19 -15 -7 -20
right_child=5 2 -4 6 -6 20 9 8 10 -11 -12 -13 13 19 16 -17 17 18 21 -21 -22 -23
leaf_value=0.00077930187413971638 0.00015179085552711756 0.00023063470164229915 0.00021060491702101582 0.00071384027098676188 0.00056131547129442693 0.00045315650199451331 0.00041404334971239864 0.00048325764199629739 0.00051239482862072141 0.00059376814900836841 0.0004908726703684676 0.00031196617670062185 0.00051673010802007788 0.00067388828449957612 0.00056838719914287261 0.00037997400549756257 0.00078137684543801882 0.00076061711333598068 0.00069198009645669487 0.00062218560004761981 0.00032728700901945874 0.0006069562578476488
leaf_weight=56 98 56 64 69 79 55 56 74 56 69 52 52 54 301 55 56 59 61 78 602 56 193
leaf_count=56 98 56 64 69 79 55 56 74 56 69 52 52 54 301 55 56 59 61 78 602 56 193
internal_value=0 0.000593235 0.000457994 0.000499027 0.000411563 0.000285269 0.000584958 0.000630217 0.000610585 0.000513533 0.000619399 0.000207553 0.000625962 0.000632571 0.00067469 0.000305619 0.000661476 0.00067448 0.000655377 0.000639459 0.000389972 0.000631558
internal_weight=0 2090 449 385 191 261 194 1641 1139 125 1065 150 1013 957 502 112 446 391 332 903 111 271
internal_count=2351 2090 449 385 191 261 194 1641 1139 125 1065 150 1013 957 502 112 446 391 332 903 111 271
is_linear=0
shrinkage=0.0032998


Tree=9647
num_leaves=16
num_cat=0
split_feature=1 1 12 124 16 14 132 151 457 43 0 0 16 1 15
split_gain=4.66484 0.695669 0.691786 0.359922 0.305077 0.195736 0.154759 0.134452 0.161605 0.133081 0.117066 0.128581 0.126373 0.0941967 0.0733865
threshold=0.10538500000000002 0.12072500000000001 0.087245000000000003 -0.082254999999999981 -0.42618999999999996 0.062655000000000016 0.088210000000000011 -0.092724999999999988 0.083415000000000017 -0.053084999999999993 -0.083489999999999995 0.12113000000000002 -0.25959999999999994 0.11249000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 -1 -3 6 7 -5 10 -6 12 -12 -9 -2 -8
right_child=1 4 -4 5 9 -7 14 8 -10 -11 11 -13 -14 -15 -16
leaf_value=0.00059559503381693382 0.00039925972128704832 0.00018305737026479602 0.00082334887493250243 0.00097093357090814356 0.00032361281350174517 0.0010302661910012031 0.00065734986754652062 0.0007435977700307703 0.00067536583958404089 0.00051531003833271097 0.00080434932171385672 0.00095897960941475249 0.0008948500386426069 0.00056377385952934001 0.00081755935438465176
leaf_weight=66 96 80 94 95 71 62 74 70 64 93 677 67 616 66 60
leaf_count=66 96 80 94 95 71 62 74 70 64 93 677 67 616 66 60
internal_value=0 0.000477308 0.000597669 0.000836703 0.000350883 0.000845599 0.000838933 0.000848152 0.000840321 0.000432534 0.000847679 0.000818322 0.000879467 0.000466501 0.000729348
internal_weight=0 500 256 1851 244 1785 1723 1589 1494 164 1430 744 686 162 134
internal_count=2351 500 256 1851 244 1785 1723 1589 1494 164 1430 744 686 162 134
is_linear=0
shrinkage=0.0032998


Tree=9648
num_leaves=16
num_cat=0
split_feature=2 2 151 0 52 0 2 0 159 0 13 484 52 52 4
split_gain=0.0629221 0.0631594 0.0538245 0.063786 0.0572082 0.061285 0.0860514 0.0802023 0.055945 0.0702406 0.048478 0.0490703 0.0295455 0.0255038 0.00929206
threshold=-1.0000000180025095e-35 -0.14847999999999997 0.093155000000000016 -0.23141499999999995 0.14564000000000002 -0.13740499999999997 0.10028500000000001 -0.10566999999999999 -0.24212499999999995 -0.080309999999999979 -0.13033499999999998 0.09853000000000002 -0.021489999999999995 0.51400500000000016 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 12 -7 13 -10 -9 -12 -5 -6 -8
right_child=2 -3 -4 4 8 7 14 10 9 -11 11 -13 -14 -15 -16
leaf_value=0.0051007751239681041 0.0096320125184032462 -0.0020341963058973698 -0.00070993162070152394 0.0022679347194603438 0.0065304025979372651 0.010126730339306275 -0.0032127972834736268 0.00018625282219742335 0.0025276152913485304 -0.0050144686314997607 0.0046157880239352835 0.0098187959792634151 0.0078970386737466022 0.0016927041861216391 0
leaf_weight=56 63 94 61 53 74 79 52 68 93 56 1386 54 55 55 52
leaf_count=56 63 94 61 53 74 79 52 68 93 56 1386 54 55 55 52
internal_value=0 0.000617549 0.00419406 0.00433469 0.00417314 0.00452108 0.00182009 0.00488076 0.00191512 -0.000294936 0.00460475 0.00481215 0.00515124 0.00448175 -0.00162191
internal_weight=0 150 2201 2140 2077 1799 212 1587 278 149 1508 1440 108 129 104
internal_count=2351 150 2201 2140 2077 1799 212 1587 278 149 1508 1440 108 129 104
is_linear=0
shrinkage=0.16829


Tree=9649
num_leaves=32
num_cat=0
split_feature=1 1 4 52 47 1 0 1 47 0 48 0 15 4 4 4 13 4 42 13 0 15 0 15 0 0 133 0 4 2 13
split_gain=5.83626 1.20633 0.535993 0.467695 0.379557 0.377292 0.229121 0.223349 0.218217 0.144575 0.135487 0.119863 0.132079 0.0824179 0.11337 0.0802424 0.0729369 0.117032 0.0920083 0.0829884 0.0744943 0.0599777 0.050223 0.0415327 0.028318 0.0387146 0.02437 0.018638 0.0174929 0.0341148 0.0169148
threshold=0.104035 0.12072500000000001 0.0051600000000000005 -0.29521499999999995 0.085505000000000012 0.086050000000000015 -0.079249999999999987 0.091275000000000009 0.078345000000000012 -0.10653 0.089830000000000007 -0.037224999999999994 -0.41880499999999993 -0.50547999999999982 -0.099704999999999974 0.26379000000000002 -0.083739999999999995 -0.050094999999999994 -1.0000000180025095e-35 -0.078934999999999991 -0.088374999999999995 -0.05332499999999999 -0.086284999999999987 0.086455000000000018 -0.087614999999999985 -0.090374999999999983 -0.0047949999999999989 -0.089364999999999986 -0.074219999999999994 0.10097500000000002 -0.049414999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 11 9 7 16 15 -4 13 12 -3 -8 -15 -5 22 20 -19 -20 -18 27 24 -24 25 -1 -22 -11 30 -30 -16
right_child=1 4 5 8 -6 -7 10 -9 -10 21 -12 -13 -14 14 28 -17 17 18 19 -21 26 -23 23 -25 -26 -27 -28 -29 29 -31 -32
leaf_value=0.0010721138040823113 0.00094254150534236743 0.00030407646634436939 0.00096050287019044673 0.00045970202675282889 0.00054414880653603007 0.00059776756526352915 0.0010170511921778424 0.00077994074189631512 0.00077777078731674511 0.00078171703546080131 0.00071424183171178463 0.00038999513775489134 8.478529363103894e-05 0.00076153702622672669 0.00089046318379791718 0.00060618366853443012 0.0011013016507324177 0.000987417510722978 0.00091449663099271207 0.00074376708955603056 0.00099589502577592925 0.00069883739750593442 0.00091447240040757488 0.0010321492431592983 0.0011233889871810122 0.00095875147878640623 0.00092195776041478024 0.00087304611324588157 0.00083869793326115955 0.00093301335213060311 0.00097779293105790428
leaf_weight=94 52 63 91 83 71 85 57 68 54 53 52 52 58 77 59 87 61 72 72 61 159 53 84 68 54 65 99 77 105 91 74
leaf_count=94 52 63 91 83 71 85 57 68 54 53 52 52 58 77 59 87 61 72 72 61 159 53 84 68 54 65 99 77 105 91 74
internal_value=0 0.000509885 0.000906193 0.000659459 0.000340551 0.000791228 0.000934207 0.00096478 0.000593586 0.000851115 0.000877328 0.000256789 0.000199253 0.000895568 0.000878426 0.000534873 0.000978878 0.000952833 0.000889649 0.000836457 0.000993326 0.000796527 0.00101617 0.000967349 0.00105085 0.00102599 0.00096766 0.000836083 0.000905675 0.000882667 0.000939318
internal_weight=0 520 1831 276 244 359 1472 957 224 274 515 173 121 463 406 170 889 524 205 133 319 183 365 152 213 159 258 130 329 196 133
internal_count=2351 520 1831 276 244 359 1472 957 224 274 515 173 121 463 406 170 889 524 205 133 319 183 365 152 213 159 258 130 329 196 133
is_linear=0
shrinkage=0.0032998


Tree=9650
num_leaves=24
num_cat=0
split_feature=1 12 15 2 124 403 12 4 2 2 4 2 15 2 16 2 43 160 13 13 403 16 12
split_gain=4.87572 0.959748 0.627478 0.602575 0.356974 0.487455 0.28041 0.225191 0.170558 0.161195 0.200326 0.15722 0.135214 0.138349 0.155586 0.118276 0.0811042 0.0688131 0.0605312 0.0432312 0.0296767 0.0204974 0.0143188
threshold=0.10574000000000001 -1.0000000180025095e-35 0.03981500000000001 0.13574000000000003 -0.076779999999999987 -0.081224999999999992 0.084595000000000017 0.024315000000000003 0.11197500000000002 -1.0000000180025095e-35 0.50609000000000004 0.088850000000000012 -0.15614499999999998 0.113945 0.39524000000000009 0.083935000000000023 -0.116045 -0.00067499999999999993 -0.067634999999999987 0.0052200000000000015 -0.097479999999999997 -0.079074999999999993 0.091085000000000013
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 4 7 -1 -6 15 -3 -9 -2 -11 17 -7 14 16 -4 -14 -8 -13 20 -19 -20 -22
right_child=1 3 6 -5 5 12 11 8 -10 10 -12 18 13 -15 -16 -17 -18 19 21 -21 22 -23 -24
leaf_value=0.00048296962048822013 7.0794630510730893e-05 0.0007047443235457633 0.00084835922508178418 0.0002111212240472235 0.00045768095255838582 0.00089231828624282438 0.00093024635925445314 0.00059211593521699428 0.00034989881092609669 0.00037461638919033516 0.00011203347831608627 0.0007866999657899288 0.00058683585150200515 0.00056383004100045507 0.00086930107965907497 0.0010632299768069955 0.00072631159516102636 0.00076576585576498715 0.00061478301435106974 0.00071273800110908763 0.00082545971106510487 0.00070520727892665381 0.00089671705725533697
leaf_weight=84 70 91 55 63 78 55 61 76 56 78 54 88 52 59 83 63 622 94 52 52 211 91 53
leaf_count=84 70 91 55 63 78 55 61 76 56 78 54 88 52 59 83 63 622 94 52 52 211 91 53
internal_value=0 0.000373902 0.000744799 0.000496969 0.000690471 0.000708801 0.000813195 0.000577567 0.000489624 0.000199485 0.000267463 0.000787901 0.000731249 0.000720349 0.000732502 0.000963377 0.000715603 0.00082299 0.000716202 0.000806947 0.000820532 0.000672572 0.000839899
internal_weight=0 488 1853 286 1033 949 820 223 132 202 132 702 871 816 757 118 674 471 231 410 358 143 264
internal_count=2341 488 1853 286 1033 949 820 223 132 202 132 702 871 816 757 118 674 471 231 410 358 143 264
is_linear=0
shrinkage=0.0032998


Tree=9651
num_leaves=26
num_cat=0
split_feature=4 12 150 12 2 2 13 13 2 43 4 12 4 484 12 12 12 124 12 49 13 403 4 133 52
split_gain=2.46747 0.988452 0.474262 0.264118 0.251796 0.320801 0.19875 0.154786 0.15476 0.18269 0.138928 0.183805 0.121064 0.100591 0.0694278 0.0677912 0.116723 0.0607416 0.0326141 0.0294345 0.0241125 0.0390553 0.0152341 0.0123978 0.00659468
threshold=0.30163500000000004 0.077755000000000005 0.094365000000000018 0.12385000000000002 -0.007134999999999999 0.093565000000000023 -0.0074049999999999993 -0.077944999999999987 0.088710000000000011 -0.040789999999999993 -0.0034749999999999994 0.08425500000000001 -0.13833499999999996 0.085845000000000019 0.087215000000000015 0.091625000000000012 0.095165000000000013 -0.027784999999999997 0.091515000000000013 0.079765000000000016 -0.082264999999999991 0.070940000000000017 -0.084904999999999994 0.022390000000000004 -0.046924999999999988
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=1 2 4 8 -1 24 17 -7 9 13 11 -11 -9 15 -10 19 -17 -2 -13 -3 23 22 -22 -16 -6
right_child=6 3 -4 -5 5 7 -8 12 14 10 -12 18 -14 -15 20 16 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.00029520193300899204 0.00027117875056442849 0.0006268003295963198 0.00019302349565142966 0.0004303014438411971 0.00065583701066971895 0.00031220163964162842 0.00037052217318119007 0.00063392202617490576 0.00052083947214484443 0.00092483722140043257 0.00056785371546156228 0.00070264328427100482 0.00044557839310073357 0.00075658874847327629 0.00063582867860233758 0.00043078089234094849 0.00063184424070308073 0.00013014049587801844 0.00078999354338163386 0.00072003505261596936 0.00065257963856548426 0.00070210783037433244 0.00059193529004912494 0.00071313435279413563 0.00072141386230693914
leaf_weight=52 53 221 60 62 58 53 104 63 83 57 54 274 97 65 70 54 81 94 66 52 68 53 339 54 54
leaf_count=52 53 221 60 62 58 53 104 63 83 57 54 274 97 65 70 54 81 94 66 52 68 53 339 54 54
internal_value=0 0.000606322 0.00046646 0.000643276 0.000509884 0.000544125 0.000259803 0.000468429 0.000651553 0.000679556 0.000727604 0.000749244 0.000519959 0.000633669 0.000612708 0.000614 0.00055168 0.000181231 0.000719703 0.000644688 0.000625704 0.000613747 0.000602154 0.000669778 0.000687769
internal_weight=0 2090 437 1653 377 325 251 213 1591 924 451 397 160 473 667 408 135 147 340 273 584 460 407 124 112
internal_count=2341 2090 437 1653 377 325 251 213 1591 924 451 397 160 473 667 408 135 147 340 273 584 460 407 124 112
is_linear=0
shrinkage=0.0032998


Tree=9652
num_leaves=22
num_cat=0
split_feature=1 15 403 15 14 52 16 1 1 2 3 43 13 1 15 1446 13 3 16 16 3
split_gain=0.188145 0.116135 0.181517 0.141133 0.0726476 0.0630139 0.141466 0.0563411 0.0770248 0.0984772 0.0545619 0.0524752 0.0635837 0.040809 0.0558348 0.0485913 0.0376413 0.0205845 0.0413234 0.0406563 0.0337281
threshold=0.12072500000000001 0.03981500000000001 -0.088434999999999986 0.083285000000000012 -0.10708499999999999 -0.065699999999999981 -0.41863499999999992 0.088595000000000021 0.11224000000000002 0.11123500000000001 -1.0000000180025095e-35 -0.082144999999999982 0.066460000000000019 0.079415000000000013 -0.0036549999999999998 0.085345000000000018 0.0028150000000000002 -0.086049999999999988 -0.011989999999999999 -0.077589999999999978 -0.082879999999999995
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 2 -1 -3 -4 -2 -7 13 9 10 -9 12 -5 14 15 -6 17 19 20 -13 -19
right_child=5 3 4 11 7 6 -8 8 -10 -11 -12 16 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.0048345088428315896 -0.0049328717429051984 0.014752966525641176 0.01032916827934632 -5.4441655670759951e-05 0.0053846378229252352 -0.0035574991828502601 0.0056394984342538123 0.0011275186429104268 0.0068200979756405967 -0.0053120424659080902 0.0065462705080342291 0.0062986608568811218 0.0071406021690845123 0.0084048743453245343 -0.00030476457264809399 0 0.001940200295029426 0.0036881254681032224 0.0023979387576226353 0.012180374385861838 0.0076748977111740129
leaf_weight=67 60 52 52 88 506 89 101 217 87 55 70 93 57 80 65 52 52 78 72 54 294
leaf_count=67 60 52 52 88 506 89 101 217 87 55 70 93 57 80 65 52 52 78 72 54 294
internal_value=0 0.00470602 0.00367481 0.00623965 0.00415785 -0.000172002 0.00132198 0.00387277 0.00234474 0.00120102 0.00245543 0.00567558 0.00276156 0.00480269 0.00433724 0.0048812 0.00632991 0.00671311 0.00612689 0.00847151 0.00684379
internal_weight=0 2091 1251 840 1184 250 190 1132 429 342 287 788 145 703 623 558 643 591 444 147 372
internal_count=2341 2091 1251 840 1184 250 190 1132 429 342 287 788 145 703 623 558 643 591 444 147 372
is_linear=0
shrinkage=0.16829


Tree=9653
num_leaves=14
num_cat=0
split_feature=157 0 12 14 12 376 14 52 49 13 0 50 12
split_gain=0.109878 0.123917 0.111919 0.102622 0.0855557 0.0612443 0.067174 0.0612348 0.0427529 0.0586678 0.049366 0.0441735 0.0631182
threshold=-0.065184999999999979 -0.096594999999999986 -0.095574999999999979 0.054835000000000009 0.089545000000000013 0.086445000000000008 -0.072219999999999993 -0.064819999999999989 0.076585000000000014 -0.17933499999999997 -0.083154999999999993 0.089915000000000009 0.094085000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 7 6 -4 -3 9 -8 -11 12 -10
right_child=2 4 3 -5 -6 -7 8 -9 11 10 -12 -13 -14
leaf_value=-0.0068219319516543845 -0.0015861068608223777 0.00075966283961112708 0.010279661737315844 -0.0025412166368422315 -0.0021520573544053594 -0.0011555794326432475 -0.00024747407212334237 0.0069354958875142798 -0.0003318084560866036 0.0062100439650479566 0.0041540674545536681 0.0067106339776697773 0.0050869624915304791
leaf_weight=53 98 84 58 61 91 53 61 101 162 598 762 62 97
leaf_count=53 98 84 58 61 91 53 61 101 162 598 762 62 97
internal_value=0 0.000623406 0.0039475 0.00423177 0.00205964 0.00445571 0.00462193 0.00414105 0.00443252 0.00483034 0.00505941 0.00266586 0.00169068
internal_weight=0 329 2012 1914 276 1853 1800 185 1742 1421 1360 321 259
internal_count=2341 329 2012 1914 276 1853 1800 185 1742 1421 1360 321 259
is_linear=0
shrinkage=0.16829


Tree=9654
num_leaves=22
num_cat=0
split_feature=1 1 1375 16 39 124 43 43 133 1 52 0 15 15 0 43 50 0 0 0 403
split_gain=3.23503 0.513278 0.276483 0.257491 0.226656 0.199108 0.140855 0.209019 0.157836 0.124722 0.0958862 0.0753351 0.101748 0.067349 0.0954567 0.0546787 0.055443 0.0938085 0.0522087 0.0512473 0.0282325
threshold=0.10932500000000002 0.13554500000000003 -0.093609999999999985 -0.41863499999999992 0.086210000000000023 -0.076779999999999987 -0.040789999999999993 0.00037500000000000006 -0.010739999999999998 0.10423500000000001 -0.050359999999999995 -0.14012999999999998 -0.031659999999999994 -0.14068999999999995 -0.11327499999999999 -0.064499999999999988 0.077545000000000017 -0.076539999999999983 -0.08150499999999998 -0.064804999999999988 -0.062444999999999994
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=2 4 -1 -3 13 -4 8 9 -7 11 -9 -8 -13 -2 -15 16 17 -10 -18 20 -12
right_child=1 3 5 -5 -6 6 7 10 15 -11 19 12 -14 14 -16 -17 18 -19 -20 -21 -22
leaf_value=0.00034843377595560922 0.00031052922738895319 -7.8791702017896504e-05 0.00044476148243627339 0.00021015951030043845 0.00020285899383281844 0.00039124424059335688 0.00078273635960734815 0.00044301480943180293 0.00059637028328582485 0.0005191645220902144 0.00067703690727144471 0.00055131795412993615 0.00068879367356542191 0.00034521927865517507 0.00052745962018277946 0.00047793639735032841 0.00059902343784299478 0.00049371493685321319 0.00072537537962064145 0.00049104520781304245 0.00058929157216982241
leaf_weight=53 53 53 97 91 82 53 75 60 397 58 58 73 375 55 78 57 118 135 57 52 211
leaf_count=53 53 53 97 91 82 53 75 60 397 58 58 73 375 55 78 57 118 135 57 52 211
internal_value=0 0.000262805 0.000585092 0.000103565 0.000348235 0.000591759 0.000599754 0.000627163 0.000567437 0.000666896 0.000566482 0.000683211 0.000666471 0.000412137 0.000452362 0.000579614 0.000587761 0.000570387 0.000640379 0.00058945 0.000608342
internal_weight=0 412 1929 144 268 1876 1779 962 817 581 381 523 448 186 133 764 707 532 175 321 269
internal_count=2341 412 1929 144 268 1876 1779 962 817 581 381 523 448 186 133 764 707 532 175 321 269
is_linear=0
shrinkage=0.0032998


Tree=9655
num_leaves=25
num_cat=0
split_feature=12 4 13 4 0 2 34 2 0 2 12 0 2 15 12 0 402 0 13 0 484 13 12 4
split_gain=3.91592 1.2348 0.854571 0.524034 0.369837 0.322175 0.215979 0.393083 0.18577 0.176877 0.144554 0.149383 0.120257 0.11108 0.109812 0.105557 0.0996119 0.0906123 0.0728845 0.0484428 0.0391082 0.0385904 0.0329963 0.0283977
threshold=0.077755000000000005 0.36766000000000004 -0.00038499999999999998 0.024315000000000003 -0.14216999999999999 0.12399000000000002 -0.021334999999999996 0.10559 -0.10264999999999998 0.09772500000000002 0.092495000000000008 -0.055219999999999998 0.11556500000000001 -0.025694999999999999 -0.094329999999999983 -0.074544999999999986 0.10842 -0.10803999999999998 -0.04917499999999999 -0.07304999999999999 0.085845000000000019 -0.067389999999999992 0.10005000000000001 0.012315000000000001
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 4 6 8 -2 10 -1 -8 -4 -10 11 16 -5 15 -9 23 20 -16 19 -15 -6 -17 -20 -12
right_child=1 -3 3 12 5 -7 7 14 9 -11 13 -13 -14 18 17 21 -18 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0001490166319866175 0.0010088432084552281 0.0002632628266317464 0.00054113598480836885 0.00047942416915041004 0.00076037005101833063 0.00048418587628063864 0.00053245825875740643 0.00038505940269080858 0.00090049892881028987 0.00062586845146365728 0.00076410699901092245 0.00094428997971236675 0.0002740862634709163 0.0007416744907256925 0.00031181238031445811 0.00063174964097776297 0.00062862234825083671 0.00012845559743631556 0.00082542123830349034 0.00061616664302649579 0.00083290216638613659 0.00050228412281584981 0.00073143453474665092 0.00065313175936449082
leaf_weight=69 57 60 71 79 799 54 92 58 52 53 65 52 53 79 53 57 62 68 108 68 103 53 83 53
leaf_count=69 57 60 71 79 799 54 92 58 52 53 65 52 53 79 53 57 62 68 108 68 103 53 83 53
internal_value=0 0.000729379 0.00042901 0.000555064 0.000745877 0.000736694 0.000314717 0.000356776 0.000673228 0.000762211 0.000745291 0.000769201 0.000397245 0.000702308 0.000266285 0.000644822 0.00075972 0.00020906 0.000740982 0.000683856 0.000768692 0.000569691 0.000784763 0.000714561
internal_weight=0 1753 648 308 1693 1636 340 271 176 105 1582 1016 132 566 179 228 964 121 338 147 902 110 191 118
internal_count=2401 1753 648 308 1693 1636 340 271 176 105 1582 1016 132 566 179 228 964 121 338 147 902 110 191 118
is_linear=0
shrinkage=0.0032998


Tree=9656
num_leaves=20
num_cat=0
split_feature=1 14 1 39 4 0 49 1 49 2 402 157 1 0 133 4 13 1447 160
split_gain=4.56798 0.829228 0.691373 0.527243 0.415957 0.386076 0.336851 0.342922 0.270986 0.228452 0.216355 0.107622 0.0882585 0.084335 0.211039 0.0662542 0.0426623 0.0352056 0.0327203
threshold=0.10684 0.054835000000000009 0.12895500000000001 0.081875000000000017 0.30163500000000004 -0.098179999999999976 0.047620000000000003 0.084795000000000023 -0.018959999999999994 0.10981000000000002 0.10874500000000002 -0.085709999999999995 0.093595000000000025 -0.075969999999999996 -0.0044049999999999992 0.41816000000000003 -0.07150999999999999 -0.085024999999999989 -0.087429999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 5 -4 6 7 -1 -2 -10 11 18 -5 17 -15 -11 -6 -13 -7
right_child=2 -3 4 12 16 10 -8 -9 9 15 -12 13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.00063418573109393854 0.00027174628904816432 0.0010461644921045117 0.00035554076078095825 0.00054494958080598943 -9.446991514718698e-06 0.00073328667441843862 0.00074556437853591105 0.00031498704100513047 0.00060672209821847304 0.00030078653382171702 0.0005463127386208397 0.00063063680068250517 0.00035547028481219578 0.0004740845531396079 0.00069025952126626044 0.00046887246144847774 0.00011649197629409115 0.00072313903350383461 0.00084210857498315738
leaf_weight=68 90 65 79 52 66 60 66 81 97 54 97 54 59 59 335 52 52 832 83
leaf_count=68 90 65 79 52 66 60 66 81 97 54 97 54 59 59 335 52 52 832 83
internal_value=0 0.0006789 0.000321624 0.000665949 0.000170161 0.000680093 0.000548448 0.000460898 0.00042334 0.000490376 0.000698691 0.000709053 0.000444553 0.000699234 0.000657978 0.000383576 4.5753e-05 0.000717541 0.000796695
internal_weight=0 1911 490 1846 197 1735 215 149 293 203 1520 1423 111 1280 394 106 118 886 143
internal_count=2401 1911 490 1846 197 1735 215 149 293 203 1520 1423 111 1280 394 106 118 886 143
is_linear=0
shrinkage=0.0032998


Tree=9657
num_leaves=13
num_cat=0
split_feature=10 10 123 402 403 48 52 393 12 16 16 40
split_gain=0.164292 0.0843935 0.0972245 0.0973961 0.0630841 0.052398 0.0757157 0.0557316 0.0530282 0.0462218 0.031989 0.0316618
threshold=0.058500000000000003 -1.0000000180025095e-35 0.085740000000000011 0.10842 0.11447500000000001 0.10184000000000001 -1.0000000180025095e-35 0.086855000000000016 -0.094939999999999983 -0.41574999999999995 -0.072054999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 5 -5 7 -7 8 -3 -10 -4 -1
right_child=-2 2 10 4 -6 6 -8 -9 9 -11 -12 -13
leaf_value=0.0027030177895433524 -0.0043557271854070614 0.010741701312201726 -0.0031465725908776769 -0.0039956542638609023 0.0039396086443431655 0.0057704634590239386 -0.0020955855628012944 0.0013337351565716415 0.0087273829884088865 0.0053281977834377598 0.00264850535238478 -0.0027618624020002581
leaf_weight=66 60 59 52 53 61 75 64 86 124 1590 56 55
leaf_count=66 60 59 52 53 61 75 64 86 124 1590 56 55
internal_value=0 0.00454775 0.00478369 0.00503556 0.000234648 0.00530858 0.00213576 0.00554485 0.0057481 0.00557516 -0.000125082 0.000204134
internal_weight=0 2341 2220 2112 114 1998 139 1859 1773 1714 108 121
internal_count=2401 2341 2220 2112 114 1998 139 1859 1773 1714 108 121
is_linear=0
shrinkage=0.16829


Tree=9658
num_leaves=30
num_cat=0
split_feature=1 1 12 13 12 2 52 39 42 43 133 402 43 1429 483 2 12 1 130 52 12 13 13 401 133 12 52 43 13
split_gain=4.25882 0.819614 0.481041 0.407436 0.353697 0.290812 0.160987 0.146898 0.145872 0.104946 0.0829249 0.16426 0.0975839 0.0717063 0.09012 0.0797694 0.0635674 0.0613802 0.0537999 0.0628565 0.0534791 0.0444586 0.0398867 0.0279261 0.0323066 0.0399081 0.0265412 0.0623266 0.0230417
threshold=0.10752500000000002 0.12895500000000001 0.054520000000000006 -0.04009999999999999 0.088105000000000003 0.10428500000000002 -0.088004999999999986 0.081875000000000017 0.085495000000000015 -0.079504999999999978 0.10029000000000002 -0.011954999999999999 -0.064499999999999988 0.083840000000000012 0.086625000000000021 0.086965000000000015 0.091625000000000012 0.13962500000000003 0.012250000000000002 -0.15086999999999998 0.093535000000000021 -0.078389999999999974 -0.076584999999999986 0.049060000000000006 -0.0082649999999999998 0.086505000000000012 0.087635000000000005 -0.0059699999999999987 0.014185000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 17 9 6 -1 -8 13 -2 16 -12 -13 14 15 26 23 -3 19 -17 -18 -11 -22 24 -10 -26 27 -4 -20
right_child=1 3 8 -5 -6 -7 7 -9 10 21 11 12 -14 -15 -16 18 20 -19 28 -21 22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.00075464691083003865 0.00021886831482051739 0.00010595753420173619 0.00072276459713728871 0.0003276093629075234 0.00059319528454491316 0.0004038647543017326 0.00063972056715663435 0.00042986125335394364 0.00063179932823018235 0.00032512370850130344 0.0006999513805064886 0.0006116798182666265 0.00040902837899385835 0.00081668766033890299 0.00084663822648427332 0.00073045176991333254 0.00053370836908224299 -4.8563472512791497e-05 0.00067226307288003391 0.00059799369210061803 0.00059908280609052042 0.00045874017741670862 0.00072687263770191638 0.00077895090015513157 0.00079497852298192622 0.00068763590243862635 0.00066637271428802959 0.00083611801751722059 0.00076074160317919691
leaf_weight=68 52 53 227 85 99 100 98 60 82 52 96 53 54 84 53 56 52 59 78 161 57 64 61 55 55 179 56 76 76
leaf_count=68 52 53 227 85 99 100 98 60 82 52 96 53 54 84 53 56 52 59 78 161 57 64 61 55 55 179 56 76 76
internal_value=0 0.000317051 0.00066918 0.000155316 0.000436251 0.000553044 0.000618897 0.00056025 0.00069266 0.000343556 0.000658225 0.000599864 0.000509736 0.000722168 0.000711983 0.000702159 0.000680059 2.42435e-05 0.000667226 0.000632339 0.000625354 0.000399147 0.000665442 0.00070503 0.000692053 0.000713017 0.000738161 0.000751313 0.000716157
internal_weight=0 464 1937 197 267 326 226 158 1611 168 744 203 107 867 783 730 541 112 371 217 170 116 118 371 316 234 359 303 154
internal_count=2401 464 1937 197 267 326 226 158 1611 168 744 203 107 867 783 730 541 112 371 217 170 116 118 371 316 234 359 303 154
is_linear=0
shrinkage=0.0032998


Tree=9659
num_leaves=14
num_cat=0
split_feature=3 39 403 123 49 49 4 3 1447 160 3 16 4
split_gain=0.156948 0.10715 0.0783553 0.0765894 0.0583394 0.0904421 0.0887969 0.128153 0.042876 0.0541369 0.040747 0.0290951 0.0251434
threshold=0.25468500000000005 0.088895000000000016 -0.53317999999999988 0.083715000000000026 -0.072214999999999988 -0.014869999999999998 -0.013929999999999998 -0.081914999999999988 -0.085709999999999995 -0.51927999999999985 0.099930000000000005 -0.096494999999999984 0.022635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 12 -4 -8 -7 -10 -11 -2 -6
right_child=11 3 4 -5 5 8 7 -9 9 10 -12 -13 -14
leaf_value=-0.00070410202833873085 -0.0050125631827885814 0.0040285324601603547 0.01363261466409315 -0.0031453990567509257 -0.0024422398424848346 0.0010038669756989305 -0.00017611208154627857 0.01026771996497782 0.0093981125680418637 0.0050078336405768552 0.00070468122093251271 0.00038067418949880907 0.0025591594681741814
leaf_weight=74 52 80 52 89 59 79 62 71 78 1523 66 61 55
leaf_count=74 52 80 52 89 59 79 62 71 78 1523 66 61 55
internal_value=0 0.00432914 0.00465443 0.000239914 0.00484921 0.00456336 0.00771343 0.00538566 0.00486322 0.00504504 0.00483023 -0.00208527 -1.35245e-05
internal_weight=0 2288 2119 169 2045 1860 185 133 1746 1667 1589 113 114
internal_count=2401 2288 2119 169 2045 1860 185 133 1746 1667 1589 113 114
is_linear=0
shrinkage=0.16829


Tree=9660
num_leaves=20
num_cat=0
split_feature=4 3 12 2 3 14 0 2 0 15 2 3 2 2 150 15 15 11 49
split_gain=4.06843 1.5728 0.753602 0.389782 0.275432 0.272981 0.205752 0.180867 0.167437 0.166032 0.151834 0.121195 0.105639 0.0939131 0.0874064 0.0742722 0.0731597 0.0455151 0.0548196
threshold=0.30163500000000004 0.10812000000000001 -0.077034999999999978 0.099675000000000014 0.13524500000000003 0.078400000000000011 -0.067969999999999989 0.114805 -0.10803999999999998 -0.014614999999999998 0.13106000000000004 -0.12077499999999998 0.084095000000000017 0.11093500000000002 0.089910000000000018 -0.081479999999999983 0.10556 0.082245000000000013 0.0093850000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 8 9 -1 -3 -2 14 16 -11 -13 -10 15 -4 17 18 -5
right_child=4 7 3 10 -6 -7 -8 -9 13 11 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00048930279761363849 0.0003460080537149848 0.0003496711421989499 0.00064894760839441924 0.00043987168497176642 -4.79571143551336e-05 0.00089251784828992095 0.00022761750537825444 8.4598304673651819e-05 0.00023648654220602135 0.0008270362769152948 0.00037315182885951331 0.00071518118899972078 0.0006388046323048493 5.3613518816960181e-05 0.00048677418767056511 0.00055451392258932218 0.00067352350321397611 0.00062820209755804076 0.00055992291765328953
leaf_weight=81 66 57 311 70 58 54 56 56 58 58 53 335 530 66 64 138 59 54 118
leaf_count=81 66 57 311 70 58 54 56 56 58 58 53 335 530 66 64 138 59 54 118
internal_value=0 0.000597752 0.000619361 0.000636932 0.000150585 0.000660421 0.000382594 0.000218619 0.000211377 0.000651668 0.000537968 0.00067843 0.000668425 0.000139435 0.00060345 0.000620002 0.000566872 0.000540724 0.00051541
internal_weight=0 2094 1981 1844 248 1490 137 113 190 1436 354 923 865 124 513 449 301 242 188
internal_count=2342 2094 1981 1844 248 1490 137 113 190 1436 354 923 865 124 513 449 301 242 188
is_linear=0
shrinkage=0.0032998


Tree=9661
num_leaves=21
num_cat=0
split_feature=3 2 15 3 15 0 12 156 42 150 3 42 1429 2 0 1210 2 43 484 12
split_gain=0.222489 0.111192 0.0638363 0.073929 0.0553071 0.0832452 0.0665194 0.0787104 0.10294 0.0535462 0.0945434 0.0692776 0.0531703 0.0582765 0.0689393 0.0527216 0.0322 0.0261213 0.0362567 0.0176059
threshold=0.11745500000000002 0.13388500000000003 -0.03886499999999999 0.31534000000000006 -0.014614999999999998 -0.036119999999999992 0.083785000000000012 0.085320000000000021 0.079170000000000004 0.084120000000000014 -0.099169999999999994 0.087495000000000003 1.0000000180025095e-35 0.10045500000000002 -0.071719999999999992 -0.0025849999999999992 0.14823500000000003 -0.012149999999999999 -0.0072949999999999994 0.091910000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 9 7 8 -6 10 -1 -11 13 14 15 -8 -3 18 -12 -19
right_child=2 16 -4 -5 6 -7 12 -9 -10 11 17 -13 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=0.01132095518704546 0.0044065818038267722 -0.0034449871253179093 -0.0065646224247969511 -0.0041075243236215198 0.013802038919755882 -0.0017358639367119888 0.0014095430248111218 0.0027507384430460352 0.0048497771584258605 -0.0014283450684362394 0.0059169795942472488 0.0059732653195894384 0.0095064651111454318 0.00078048479502391727 0.0096602345708625154 0.0052480105174697702 0.0022823844145156173 0.0073520516388873866 0.0025559546103746029 0.0039826675810738284
leaf_weight=60 62 57 54 54 93 70 125 54 61 93 132 58 69 100 85 568 54 111 304 78
leaf_count=60 62 57 54 54 93 70 125 54 61 93 132 58 69 100 85 568 54 111 304 78
internal_value=0 0.00453173 -0.00178287 0.000427631 0.00481128 0.00382067 0.00558677 0.0083248 0.0102677 0.00428808 0.00492149 0.00140276 0.00498349 0.00462599 0.00511796 0.00455824 -0.000642513 0.00430427 0.00357763 0.00597102
internal_weight=0 2172 170 116 2061 906 1155 208 154 836 685 151 947 878 778 693 111 625 436 189
internal_count=2342 2172 170 116 2061 906 1155 208 154 836 685 151 947 878 778 693 111 625 436 189
is_linear=0
shrinkage=0.16829


Tree=9662
num_leaves=16
num_cat=0
split_feature=2 11 4 393 1211 403 160 1211 41 457 13 4 15 2 16
split_gain=0.139858 0.061987 0.0579876 0.0740142 0.0905637 0.0896508 0.17338 0.0768403 0.0639486 0.0763613 0.0400519 0.0369995 0.0992577 0.030965 0.022408
threshold=0.13388500000000003 0.091795000000000015 0.26900000000000007 0.10358500000000001 0.078255000000000005 -0.085534999999999986 -0.014774999999999998 0.10678000000000001 0.077565000000000009 0.079590000000000008 -0.050754999999999995 0.50373500000000015 -0.050699999999999995 -1.0000000180025095e-35 -0.50790499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6 9 -7 -8 12 -2 -4 -15
right_child=11 -3 13 -5 7 8 10 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=0.015276714942159608 0.0051455599163852056 0.0089855656337215813 -0.0027912014048093441 0.010153081140665378 -0.005023571998580962 0.0041009996339363263 0.0012902940611550639 0.0033234671855437675 -0.0022299489948436955 -9.2570123379904536e-05 0.0062360312011862989 -0.0044757105562788987 -0.0045523100188357328 9.8229486725899101e-06 0.0047001374414049855
leaf_weight=55 64 63 52 52 60 1291 69 65 53 135 148 61 56 65 53
leaf_count=55 64 63 52 52 60 1291 69 65 53 135 148 61 56 65 53
internal_value=0 0.00376508 0.00360746 0.00387036 0.00369525 0.00400782 0.0068227 -0.000668739 0.00348892 0.00370273 0.0046717 -0.00109741 0.000604916 0.000615314 0.00213172
internal_weight=0 2161 2098 1928 1876 1751 272 125 1479 1426 217 181 120 170 118
internal_count=2342 2161 2098 1928 1876 1751 272 125 1479 1426 217 181 120 170 118
is_linear=0
shrinkage=0.16829


Tree=9663
num_leaves=14
num_cat=0
split_feature=3 13 1 9 16 49 1 41 475 16 49 13 3
split_gain=0.130748 0.110474 0.0584221 0.0655927 0.0607202 0.0695843 0.0602414 0.0573784 0.0465329 0.071082 0.0507938 0.0348896 0.0250183
threshold=0.11745500000000002 -0.48634999999999995 0.12072500000000001 0.037245000000000007 -0.41863499999999992 -0.042269999999999995 0.10915500000000002 0.077565000000000009 -0.086169999999999983 0.14091500000000004 0.11530000000000001 -0.11122999999999998 -0.049204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 -6 -10 -3 -4
right_child=1 11 12 -5 6 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=0.0018604688730290096 0.0047767493872688258 -0.0014397177735252483 0.0025399860305670521 0.0093158483324786399 0.011234804968498708 0.009316482880494234 -0.0012852509406691139 -0.0021904502905858831 0.0033737037997850733 0.002382079819858573 -0.00064399096065145595 -0.0072821614926107279 -0.0020838674466791786
leaf_weight=58 52 56 56 52 52 94 89 54 1490 52 94 62 81
leaf_count=58 52 56 56 52 52 94 89 54 1490 52 94 62 81
internal_value=0 -0.00166898 0.00317072 0.00339723 0.00324112 0.00648324 0.002971 0.00318948 0.00336265 0.00682572 0.00313415 -0.0045247 -0.000180711
internal_weight=0 170 2172 2035 1983 152 1831 1742 1688 104 1584 118 137
internal_count=2342 170 2172 2035 1983 152 1831 1742 1688 104 1584 118 137
is_linear=0
shrinkage=0.16829


Tree=9664
num_leaves=13
num_cat=0
split_feature=3 13 15 3 13 48 130 394 13 474 475 13
split_gain=0.114723 0.0588217 0.111837 0.048261 0.0407283 0.0490205 0.0519354 0.0559376 0.0462769 0.0431744 0.0364545 0.0219637
threshold=0.31343500000000007 -0.10477499999999999 -0.065599999999999978 0.11745500000000002 -0.091769999999999977 0.093265000000000015 -0.026574999999999998 -0.076319999999999985 -0.014114999999999997 0.105645 -0.090439999999999979 -0.094384999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 6 7 -6 -7 10 -8 -3
right_child=-2 3 -4 -5 5 8 9 -9 -10 -11 -12 -13
leaf_value=0.00086838219623172565 -0.0039098105724378954 0.0014862237693078087 0.010047831901276122 -0.0025690775461542029 -0.0045900659843762237 0.0028053925668931573 -0.00060401374343141206 0.0025332169804736476 -0.0027507978640681171 -0.0015671423243097048 0.0035034902487099426 -0.0029878954372080943
leaf_weight=71 80 71 81 55 52 82 63 78 88 52 1514 55
leaf_count=71 80 71 81 55 52 82 63 78 88 52 1514 55
internal_value=0 0.00256642 0.00577188 0.00233465 0.00246677 0.00265839 0.00292215 -0.000302276 -6.01849e-05 0.00318057 0.00333826 -0.000452506
internal_weight=0 2262 152 2110 2055 1929 1759 130 170 1629 1577 126
internal_count=2342 2262 152 2110 2055 1929 1759 130 170 1629 1577 126
is_linear=0
shrinkage=0.16829


Tree=9665
num_leaves=12
num_cat=0
split_feature=14 1186 1456 149 4 12 151 2 1429 12 2
split_gain=0.118294 0.0906523 0.0832834 0.0635214 0.0967708 0.104703 0.0645487 0.0570111 0.0603798 0.0120851 0.0111009
threshold=-0.23960999999999996 0.0044650000000000011 -0.092389999999999986 0.077335000000000015 0.10947000000000003 0.098330000000000015 0.015440000000000001 0.13538500000000001 0.083960000000000021 1.0000000180025095e-35 0.11715500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 9 7 8 -4 10 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.008333958985426786 0.0074925391292659594 -0.0031809254438577642 0.0027914843058489272 0.0077476294655858865 0.0027508667064869252 -0.0076005715285733712 -0.0028100740094472547 0.0076059167236384225 -0.0012329184717947304 -0.0010257599448354928 -0.00017101598297657424
leaf_weight=93 88 85 1489 57 91 53 62 65 113 75 60
leaf_count=93 88 85 1489 57 91 53 62 65 113 75 60
internal_value=0 0.00220047 0.00241376 0.00219646 0.00203799 -0.000865559 0.00250756 0.00270641 0.00250649 0.000705941 0.00157796
internal_weight=0 2238 2153 2065 2008 279 1729 1667 1602 226 151
internal_count=2331 2238 2153 2065 2008 279 1729 1667 1602 226 151
is_linear=0
shrinkage=0.16829


Tree=9666
num_leaves=15
num_cat=0
split_feature=14 1186 41 4 1 1213 483 483 13 1 16 12 16 43
split_gain=0.0817942 0.0627615 0.0679526 0.0728073 0.0690592 0.0766374 0.0540006 0.123003 0.0670093 0.0509422 0.126082 0.0585594 0.0500905 0.0462359
threshold=-0.23960999999999996 0.049580000000000006 0.077565000000000009 -0.078129999999999991 0.097480000000000011 -0.09280999999999999 0.091400000000000009 0.10143000000000001 -0.23438999999999996 0.10141500000000002 -0.42004999999999992 -0.007389999999999999 0.21684500000000004 -0.14839499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 -5 11 -11 -10 13 -7
right_child=1 -3 -4 6 -6 12 7 -9 9 10 -12 -13 -14 -15
leaf_value=0.0069314390471092394 0.0084019129623497009 -0.0027305941188231373 -0.0022051553255458193 0.0062040370983832234 0.0078712015776321222 0.0074491107185520053 0.010448645503172557 0.0004729416008713369 0.0069546834057840007 0.0041616710819899891 -0.0037508539995422005 0.0011328174989632971 -0.0026840473092920153 0.0021669768082102202
leaf_weight=93 65 82 103 71 96 54 60 85 52 84 177 876 52 381
leaf_count=93 65 82 103 71 96 54 60 85 52 84 177 876 52 381
internal_value=0 0.00182988 0.00200417 0.00221623 0.00369391 0.00296417 0.00153343 0.00461321 0.00117758 0.000875919 -0.00119741 0.00146098 0.0022347 0.00282682
internal_weight=0 2238 2156 2053 648 552 1405 145 1260 1189 261 928 487 435
internal_count=2331 2238 2156 2053 648 552 1405 145 1260 1189 261 928 487 435
is_linear=0
shrinkage=0.16829


Tree=9667
num_leaves=20
num_cat=0
split_feature=403 133 3 133 1 3 3 1 159 159 1453 2 49 0 43 2 2 403 4
split_gain=0.0648946 0.0927125 0.0656313 0.209971 0.119314 0.0504649 0.0600792 0.0562532 0.0661629 0.131927 0.0611939 0.0679777 0.0551389 0.0444436 0.0440063 0.0350443 0.0299472 0.0182881 0.0281006
threshold=-0.11087499999999999 0.11193000000000002 -0.097574999999999981 -0.0082649999999999998 0.10044000000000002 0.12566000000000002 0.31343500000000007 0.10915500000000002 0.042925000000000005 0.088800000000000004 -1.0000000180025095e-35 0.11444000000000001 -0.072214999999999988 -0.082164999999999988 -0.11227499999999999 0.11144000000000001 -1.0000000180025095e-35 -0.53830999999999996 -0.071794999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 14 7 -7 8 10 -10 -4 12 -12 -11 -5 16 -9 -3 -19
right_child=2 17 5 4 -6 6 -8 15 9 13 11 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=0.01054344680081973 -0.0096096843124808158 0.0051981739609180651 0.0065226963910044915 -0.0040249033256132879 0.0060929557445252251 0.0084119565915495055 0.0017294623478326899 -0.0022748540089035114 0.011882821804858312 -0.00055615984362044951 0.0044964753877110601 0.0057207472130711701 0.00039437792587465088 0.0057775805102117158 0.0012728189278604655 -0.0037599384915484174 0.0029024002589414667 -0.00062896829679962409 0.0042976151148551821
leaf_weight=53 62 53 64 87 94 69 87 55 54 78 103 86 955 52 90 82 74 76 57
leaf_count=53 62 53 64 87 94 69 87 55 54 78 103 86 955 52 90 82 74 76 57
internal_value=0 0.00432328 0.00139124 -0.000771408 0.001244 0.00180168 0.0046967 0.00151882 0.00190741 0.00488438 0.00145248 0.00116726 0.00079543 0.00196352 -0.001321 -0.00103628 0.000681117 0.00254121 0.00146892
internal_weight=0 239 2092 333 271 1759 156 1603 1392 184 1208 1144 1058 130 177 211 129 186 133
internal_count=2331 239 2092 333 271 1759 156 1603 1392 184 1208 1144 1058 130 177 211 129 186 133
is_linear=0
shrinkage=0.16829


Tree=9668
num_leaves=13
num_cat=0
split_feature=1456 14 484 48 1211 1211 49 1429 130 130 133 15
split_gain=0.0657183 0.0711312 0.0649065 0.0619187 0.0619997 0.0555977 0.0532377 0.0534699 0.0444815 0.105963 0.0442526 0.0269512
threshold=-0.092389999999999986 -0.10708499999999999 0.049680000000000009 0.11951500000000001 0.09993500000000001 0.077345000000000011 -1.0000000180025095e-35 0.083715000000000026 0.081715000000000024 0.096010000000000012 -0.029034999999999995 -0.06784999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 -4 11 10 -10 -3 -8
right_child=1 2 6 -5 -6 -7 7 -9 9 -11 -12 -13
leaf_value=0.0058473025213918129 0.0056417524009199759 -0.00075432806353123785 0.0029474193505160148 -0.0031541589236942871 -0.0030042808297811047 0.0071048772801736732 -0.0033454693982385873 -0.0074763637357844522 0.0081667667392189974 0.0007449904022945429 0.0016914165612275239 0.0012862337523665691
leaf_weight=91 99 253 58 82 80 54 75 52 93 133 1194 67
leaf_count=91 99 253 58 82 80 54 75 52 93 133 1194 67
internal_value=0 0.00122757 0.00102262 0.00136156 0.00156747 0.00178029 -0.00151094 -0.00285311 0.00160735 0.00380703 0.00126255 -0.00114744
internal_weight=0 2240 2141 1889 1807 1727 252 194 1673 226 1447 142
internal_count=2331 2240 2141 1889 1807 1727 252 194 1673 226 1447 142
is_linear=0
shrinkage=0.16829


Tree=9669
num_leaves=17
num_cat=0
split_feature=11 11 16 484 16 402 4 403 16 1455 403 403 1447 4 16 16
split_gain=0.118028 0.121061 0.0633013 0.0943482 0.0586096 0.0799438 0.101747 0.0680158 0.0517656 0.0486884 0.0417202 0.0952927 0.0545174 0.0482573 0.0457625 0.0191344
threshold=0.095720000000000013 0.080455000000000013 -0.078464999999999993 -0.011244999999999998 -0.082389999999999977 0.10052500000000002 0.50973500000000016 -0.087974999999999984 -0.101115 -0.070999999999999994 -0.036909999999999991 -0.092224999999999988 -0.08039499999999998 -0.47860499999999995 0.10923000000000001 -0.051934999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -6 -5 -4 11 15 -12 -14 -15 -11
right_child=-2 -3 9 4 7 -7 -8 -9 -10 10 12 -13 13 14 -16 -17
leaf_value=0.008624358916338953 -0.0065259121036734952 0.0078779281855922527 0.004745486369457339 -0.0004308085728744816 0.0096430783375800275 -0.0043692529879797845 0.008239465302537852 0.0019936065216684395 0.0026313212508624621 -0.00097681799197217199 -0.0039290095732482291 -0.0060215171995281957 0.0053688386267098072 0.0013389475444950754 -0.0014647702145874158 0.0032753750679731901
leaf_weight=60 55 78 67 326 53 68 61 89 299 60 71 95 64 599 227 59
leaf_count=60 55 78 67 326 53 68 61 89 299 60 71 95 64 599 227 59
internal_value=0 0.00135869 0.00112653 0.00215626 0.00172113 0.00112735 0.00167482 0.00486134 0.00103124 0.000332462 7.92966e-05 -0.00204395 0.000553981 0.000913632 0.000566259 0.00111631
internal_weight=0 2276 2198 956 896 754 686 142 625 1242 1175 214 961 890 826 119
internal_count=2331 2276 2198 956 896 754 686 142 625 1242 1175 214 961 890 826 119
is_linear=0
shrinkage=0.16829


Tree=9670
num_leaves=30
num_cat=0
split_feature=1 52 2 3 2 52 0 49 1 1 2 0 0 3 3 16 3 3 42 0 0 0 0 16 43 0 49 133 133
split_gain=4.8513 1.1494 0.565629 0.866003 0.38804 0.205046 0.192186 0.189159 0.156836 0.126221 0.166065 0.277428 0.101415 0.0949806 0.120094 0.0693081 0.0665176 0.100127 0.069896 0.0647215 0.0999889 0.0636373 0.0443535 0.0291129 0.0287752 0.025963 0.0201916 0.0276936 0.0156475
threshold=0.10141500000000002 -0.40011499999999994 0.11067500000000001 -0.022604999999999997 0.088975000000000012 -0.064819999999999989 -0.064304999999999987 -1.0000000180025095e-35 0.091275000000000009 0.088735000000000022 0.09857500000000001 -0.030209999999999997 -0.067094999999999988 0.045635000000000002 0.20828500000000003 0.19022000000000003 -0.14162499999999997 -0.088714999999999988 -0.015274999999999999 -0.075914999999999996 -0.082349999999999993 -0.10147999999999999 -0.098524999999999988 -0.08069999999999998 -0.06513999999999999 -0.082064999999999985 -0.0036199999999999995 0.093020000000000005 -0.0073049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 8 -4 -3 -5 16 10 12 15 21 -7 -15 24 -1 23 -19 20 -10 -6 -20 28 -12 -24 -23 -28 -18
right_child=1 2 5 7 9 13 -8 -9 19 -11 11 -13 -14 14 -16 -17 17 18 22 -21 -22 26 25 -25 -26 -27 27 -29 -30
leaf_value=0.00094296179040461163 0.00079029077782813157 0.0007910132510074798 0.00011072273526810422 0.00042430743538720298 0.00085479128127483538 0.00022344960539917295 0.00052064912914668909 0.00016231783353269438 0.00066193422221087338 0.00058388243132195209 0.00080944574773425277 0.00044024409880103935 0.00090471345195259289 0.00049053886006439015 0.00026507896209114983 0.00063032655667737516 0.0008319893798488659 0.00093045875628518877 0.00072799433354290947 0.00061710305062043507 0.00086225099387080852 0.00078725177055870234 0.00082216053684306496 0.00069422813586170011 0.00071048204276626971 0.00089856620078294653 0.00067943016473056748 0.00075889176016100601 0.00074010104811790165
leaf_weight=52 77 67 80 54 52 78 52 69 59 85 63 52 52 52 53 86 52 82 54 56 55 56 384 77 92 69 146 90 55
leaf_count=52 77 67 80 54 52 78 52 69 59 85 63 52 52 52 53 86 52 82 54 56 55 56 384 77 92 69 146 90 55
internal_value=0 0.000414369 0.00035698 0.000472272 0.000761835 0.00025076 0.000673167 0.000277624 0.000805193 0.000706053 0.000721073 0.000660634 0.000765703 0.000311785 0.000377071 0.000708041 0.000824273 0.000816243 0.000837735 0.000712389 0.000758887 0.000744587 0.000822668 0.000747256 0.000750933 0.000833876 0.000724841 0.000709883 0.000785086
internal_weight=0 582 505 242 1769 263 119 123 995 774 689 293 396 183 105 241 825 773 589 170 114 344 507 184 155 453 292 236 107
internal_count=2351 582 505 242 1769 263 119 123 995 774 689 293 396 183 105 241 825 773 589 170 114 344 507 184 155 453 292 236 107
is_linear=0
shrinkage=0.0032998


Tree=9671
num_leaves=24
num_cat=0
split_feature=1 1 12 1 12 47 16 12 1 13 42 16 15 393 12 16 13 1 12 12 13 42 12
split_gain=3.59887 0.495451 0.359426 0.271638 0.43154 0.199758 0.185052 0.140012 0.0996017 0.0958328 0.0857911 0.0562381 0.108468 0.0555066 0.0514426 0.0802565 0.0421142 0.0398077 0.0397161 0.0260201 0.0226406 0.0522442 0.0215568
threshold=0.10684 0.12337000000000002 0.085090000000000013 0.09518500000000002 -1.0000000180025095e-35 0.096770000000000009 -0.075434999999999988 0.094045000000000004 0.14426500000000003 0.085880000000000012 0.099455000000000002 -0.00093999999999999997 -0.063199999999999992 1.0000000180025095e-35 0.089885000000000007 -0.074054999999999996 -0.081029999999999977 0.13554500000000003 -0.016554999999999997 0.094685000000000005 -0.067634999999999987 -1.0000000180025095e-35 0.10207000000000001
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 18 7 -5 8 -6 9 17 10 13 20 -13 14 15 -1 -16 -3 -2 -8 -9 22 -22
right_child=1 5 -4 4 6 -7 19 11 -10 -11 -12 12 -14 -15 16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.00059089102198794149 0.00032925075972687202 0.00010025669711939748 0.00052020341208085447 0.0002163733654973802 0.00039811504783584265 0.00032638865971358784 0.00069345161163880513 0.00063920128389999763 0.00020837565208060285 0.00048789153455434996 0.00074737059689003915 0.00060889020328785905 0.0004151781457279985 0.00071109615892896421 0.00048009130144333696 0.00065558676582087633 0.00059506606465396003 -2.5058838874331591e-05 0.00021679566836871843 0.00058515045385475293 0.00065449064722089231 0.00048003185390370421 0.00056056754321532525
leaf_weight=406 62 58 103 52 52 57 55 60 60 58 65 54 81 75 52 477 137 52 84 57 53 64 77
leaf_count=406 62 58 103 52 52 57 55 60 60 58 65 54 81 75 52 477 137 52 84 57 53 64 77
internal_value=0 0.000268834 0.000370586 0.000590272 0.00047941 0.000157065 0.000562597 0.000604685 0.000100085 0.000621674 0.000628047 0.00054913 0.000492924 0.000621254 0.000614936 0.00062588 0.000563619 4.06964e-05 0.000264792 0.000638649 0.000578864 0.000560022 0.00059913
internal_weight=0 476 249 1875 216 227 164 1659 170 1270 1212 389 135 1147 1072 883 189 110 146 112 254 194 130
internal_count=2351 476 249 1875 216 227 164 1659 170 1270 1212 389 135 1147 1072 883 189 110 146 112 254 194 130
is_linear=0
shrinkage=0.0032998


Tree=9672
num_leaves=21
num_cat=0
split_feature=2 16 41 42 16 43 13 15 2 43 42 13 48 51 16 40 1211 13 52 2
split_gain=0.112828 0.0860796 0.0864605 0.0780868 0.0522393 0.0654514 0.0521067 0.0585664 0.0485375 0.0423561 0.0419577 0.103903 0.066813 0.0621826 0.0389097 0.0387802 0.0360393 0.0329895 0.0310532 0.0284831
threshold=0.099450000000000024 -0.28430999999999995 0.075585000000000013 0.11839500000000001 -1.0000000180025095e-35 -0.080419999999999978 -0.077274999999999996 -0.094449999999999992 0.12293000000000001 -1.0000000180025095e-35 -0.092104999999999979 0.065195000000000017 0.087470000000000006 0.10614000000000001 0.51148500000000008 -0.0057599999999999986 0.086285000000000014 -0.013944999999999997 0.08257500000000001 0.11252000000000002
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 9 10 4 6 -6 15 -8 14 -1 18 12 13 16 -7 -2 -12 -14 -3 -9
right_child=3 2 -4 -5 5 8 7 19 -10 -11 11 -13 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0011024140077017176 -0.0046277485527713227 0.0017265163442511981 0.0087845964275698064 -0.0061134353523779432 -0.0069939451418567743 -0.0046122961402877199 -4.8224290308579881e-05 0.0080305604143393744 0.0035296748883048863 -0.004845822116948657 0.0020154943080793646 0.0087530683378026653 0.00081092329127042658 0.0077711186535083252 0.00094383858666096288 0.0010040920754822704 0.0057957262626989374 -0.0043025039426728235 -0.0028039870031006933 0.0027172935223935698
leaf_weight=65 53 98 59 63 53 78 91 64 63 70 937 72 92 63 65 99 78 58 76 54
leaf_count=65 53 98 59 63 53 78 91 64 63 70 937 72 92 63 65 99 78 58 76 54
internal_value=0 0.002098 0.00245729 -0.000467984 0.000102769 -0.00171785 0.00141395 0.0031402 -0.000351684 -0.00196855 0.0022028 0.00253141 0.00216516 0.00262872 -0.00207422 -0.000947822 0.00230776 -0.00115429 -0.000241999 0.00561429
internal_weight=0 1668 1533 683 620 259 361 209 206 135 1474 1300 1228 1078 143 152 1015 150 174 118
internal_count=2351 1668 1533 683 620 259 361 209 206 135 1474 1300 1228 1078 143 152 1015 150 174 118
is_linear=0
shrinkage=0.16829


Tree=9673
num_leaves=17
num_cat=0
split_feature=40 12 13 393 1213 12 1375 51 51 12 2 2 481 481 3 13
split_gain=0.102255 0.0738662 0.130599 0.0567909 0.0541269 0.0960884 0.0467703 0.0497894 0.0406719 0.0491737 0.0356267 0.0327293 0.032367 0.0341732 0.0192419 0.00623624
threshold=0.051255000000000002 0.097145000000000023 -0.080479999999999982 1.0000000180025095e-35 -0.090954999999999994 0.087355000000000002 -0.14438999999999999 0.14431500000000003 0.055195000000000008 0.11007500000000002 0.10045500000000002 0.086825000000000013 -0.087424999999999989 -0.08045999999999999 -0.067094999999999988 0.010320000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6 12 9 10 15 -5 -8 -14 -11 -4
right_child=-2 2 8 11 6 -7 7 -9 -10 14 -12 -13 13 -15 -16 -17
leaf_value=-0.0073517519815015737 -0.0062490143148661876 -0.0082097773839700273 0.0026772527936908741 0.0085115802241490911 -0.0031479643071484977 0.0025970709660071366 -0.0018416943767579951 0.0066879445401458754 -0.0033960962670583007 0.0062362525676479567 -0.0035204611135385934 0.002505382456028844 0.0059174900912793565 0.001735452910717255 0.0019683839400003616 7.200402543168868e-05
leaf_weight=52 52 57 53 53 53 58 68 60 64 54 69 52 58 1423 71 54
leaf_count=52 52 57 53 53 53 58 68 60 64 54 69 52 58 1423 71 54
internal_value=0 0.00129237 -0.000716423 0.00174496 0.00151823 -0.00208968 0.0017581 0.00192082 0.00044885 0.00127235 -0.000531455 0.00555419 0.00173501 0.00190045 0.00382648 0.00137924
internal_weight=0 2299 422 1877 1772 110 1662 1609 365 301 176 105 1549 1481 125 107
internal_count=2351 2299 422 1877 1772 110 1662 1609 365 301 176 105 1549 1481 125 107
is_linear=0
shrinkage=0.16829


Tree=9674
num_leaves=24
num_cat=0
split_feature=1 48 51 157 1456 1 2 0 1 1 1 3 2 3 393 403 3 402 403 3 1 51 1
split_gain=0.0827116 0.0893446 0.106677 0.07456 0.0601794 0.0474512 0.0693607 0.0446852 0.0444237 0.0775745 0.0476561 0.0435638 0.0653026 0.0532964 0.052994 0.0323922 0.0320086 0.0586687 0.0482781 0.0367117 0.0299375 0.0231961 0.021519
threshold=0.096300000000000011 0.12118000000000002 0.10551500000000001 -0.067349999999999979 -0.089834999999999984 0.14426500000000003 0.13538500000000001 -0.14216999999999999 0.10871500000000002 0.11570500000000002 0.10574000000000001 -0.088714999999999988 0.097145000000000023 -0.096099999999999977 0.083525000000000016 -0.085254999999999984 -0.081224999999999978 0.082915000000000016 -0.12602499999999997 -0.082484999999999989 0.083065000000000014 1.0000000180025095e-35 0.076010000000000008
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 -2 -1 6 8 20 10 -10 -5 12 13 22 16 -15 17 19 -18 -13 -6 -20 -9
right_child=1 -3 -4 5 7 -7 -8 11 9 -11 -12 14 -14 15 -16 -17 18 -19 21 -21 -22 -23 -24
leaf_value=-0.0028187904489810935 0.0047523441144149648 -0.0064303894223741061 0.007290672278433755 -0.0013047662212738393 0.0077265339443567437 0.0032411692563284644 -0.007527650265986399 0.0046422179563248385 0.0049893870636694461 -0.0020164738206713603 -0.0073571882028163971 0.0009464406733458719 -0.0054213940520029258 -0.0047043784680540256 0.0068832958579401341 0.00047452000900936945 -0.0030387724705017065 0.0070662169135501532 0.0020708020920013619 0.0045699268660546423 0.0023882071037500661 -0.00078079484717725957 0.00040438596833711627
leaf_weight=84 63 68 52 130 57 55 56 96 72 118 52 283 55 53 61 95 75 77 420 111 65 99 54
leaf_count=84 63 68 52 130 57 55 56 96 72 118 52 283 55 53 61 95 75 77 420 111 65 99 54
internal_value=0 -0.000650059 4.23164e-06 -0.000686425 0.00156364 -0.00139955 -0.0020001 0.00179469 -0.00116317 0.000628923 -0.0030439 0.00153757 -8.88001e-05 0.000889375 0.00204903 -0.00136795 0.00177045 0.00280849 0.000944338 0.00197183 0.00489707 0.00152339 0.00312858
internal_weight=0 666 598 546 1685 483 428 1601 372 190 182 1479 353 298 1126 148 1065 471 594 394 122 519 150
internal_count=2351 666 598 546 1685 483 428 1601 372 190 182 1479 353 298 1126 148 1065 471 594 394 122 519 150
is_linear=0
shrinkage=0.16829


Tree=9675
num_leaves=17
num_cat=0
split_feature=1456 0 52 40 1 50 4 1213 403 0 52 0 0 52 52 12
split_gain=0.093376 0.115154 0.127152 0.0634386 0.102851 0.0682118 0.0570167 0.0444213 0.0949457 0.038115 0.0303919 0.0268227 0.0245098 0.020677 0.0109547 0.00879416
threshold=-0.090954999999999994 0.024745000000000003 -1.0000000180025095e-35 -0.084904999999999994 0.13976500000000003 0.10861000000000003 0.10947000000000003 -0.097649999999999987 0.27166000000000007 -0.085719999999999977 0.022635000000000006 -0.10803999999999998 -0.15061499999999997 -0.54822499999999985 0.11483500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 13 -2 5 6 7 8 -5 -7 -9 12 -8 -3 -11 -13
right_child=1 2 -4 4 -6 9 11 10 -10 14 -12 15 -14 -15 -16 -17
leaf_value=-0.0043133610365759679 -0.0038674615479731434 -0.0018877214827351604 -0.0078992782598722097 0.010418417843413219 0.0079668717643733809 -0.0046083387249796336 -0.0013813179941455109 0.0023059275383843681 0.00039712117588014867 -0.001401394900870068 0.00068030829948237501 -0.001077271651837399 0.0027387077637586387 0.0025761374364687475 0.0019257125828521272 -0.0041214092007332568
leaf_weight=102 66 52 85 52 66 80 81 858 56 58 531 53 82 67 54 59
leaf_count=102 66 52 85 52 66 80 81 858 56 58 531 53 82 67 54 59
internal_value=0 0.000887809 -0.00292647 0.0012599 0.00142749 0.00120682 0.00153383 0.0019433 0.00523883 -0.00180187 0.00168576 -0.00068861 0.000680311 0.000610446 0.000186705 -0.00269692
internal_weight=0 2300 204 2096 2030 1964 1772 1497 108 192 1389 275 163 119 112 112
internal_count=2402 2300 204 2096 2030 1964 1772 1497 108 192 1389 275 163 119 112 112
is_linear=0
shrinkage=0.16829


Tree=9676
num_leaves=23
num_cat=0
split_feature=1 47 12 1 1 48 4 3 12 150 403 2 3 4 2 2 160 12 1212 3 3 2
split_gain=7.82678 1.18703 1.0389 0.860883 0.471587 0.375509 0.374169 0.303927 0.273751 0.20656 0.190442 0.142803 0.136643 0.194686 0.0974994 0.0891412 0.0878192 0.0793379 0.0413571 0.0403236 0.0324362 0.0284557
threshold=0.10915500000000002 0.085505000000000012 0.077755000000000005 0.13130500000000003 0.10141500000000002 0.094275000000000012 0.053255000000000004 -0.022604999999999997 0.084405000000000022 0.084335000000000007 -0.00363 0.13880500000000004 -0.14818499999999998 -0.097514999999999977 0.089775000000000008 0.093565000000000023 -0.012644999999999998 0.093105000000000007 0.099965000000000012 -0.087414999999999979 -0.08632999999999999 0.10332000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 9 -3 8 -2 10 15 -4 -5 -10 -14 18 -1 -8 -18 -15 -12 -16 -17
right_child=1 5 6 11 -6 -7 16 -9 12 -11 19 -13 13 14 20 21 17 -19 -20 -21 -22 -23
leaf_value=0.0006351175570622463 0.00033981162693053535 0.00052381386115673081 0.00094294475487902954 -8.4450312125915872e-05 0.00022349068876305634 0.00017458041007695611 0.00038311746562168589 4.045950459243923e-05 0.00075964434369604251 0.00031995197029312255 0.00077457770345892472 -0.0002947323094365278 0.00043441798057645243 0.00066458740479672285 0.00051617945804172279 0.00043193111853320027 0.00063479546146934631 0.00046951422396266225 0.00056420147857798005 0.00064900860790697169 0.00060498761322951532 0.0005444767365495811
leaf_weight=88 63 74 53 69 87 62 55 90 93 52 55 73 56 703 60 52 59 75 53 71 302 57
leaf_count=88 63 74 53 69 87 62 55 90 93 52 55 73 56 703 60 52 59 75 53 71 302 57
internal_value=0 0.000109811 0.000600804 -7.65361e-06 0.000433357 0.000364864 0.000635194 0.000163952 0.000653318 0.000506543 0.000775016 -0.000192801 0.000636097 0.00062628 0.000635859 0.000555616 0.000496341 0.00054255 0.000657596 0.0007041 0.000590365 0.000491108
internal_weight=0 431 1971 295 336 136 1635 153 1446 249 179 142 1267 1174 1118 197 189 134 756 126 362 109
internal_count=2402 431 1971 295 336 136 1635 153 1446 249 179 142 1267 1174 1118 197 189 134 756 126 362 109
is_linear=0
shrinkage=0.0032998


Tree=9677
num_leaves=19
num_cat=0
split_feature=4 2 2 40 2 457 4 43 11 4 52 402 403 42 160 400 42 2
split_gain=2.58747 0.671652 0.318225 0.231689 0.174075 0.128225 0.181487 0.132341 0.123121 0.121601 0.103801 0.0588572 0.0671041 0.0570662 0.0570633 0.0464411 0.0582913 0.00861088
threshold=0.30163500000000004 0.14578500000000003 0.14794000000000004 -0.024094999999999995 0.08647500000000001 0.069910000000000014 0.059230000000000012 -0.16802999999999998 1.0000000180025095e-35 0.10896500000000002 0.49868000000000007 0.0064150000000000014 -0.082709999999999992 0.091090000000000018 0.08325500000000001 -0.082339999999999983 0.091945000000000013 0.11982500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 14 10 6 7 -6 -9 -8 11 15 -13 17 -1 -5 -17 -2
right_child=2 -3 -4 4 5 -7 9 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=0.00038781434615932771 0.00027685951673601017 0.00020807359236671503 -2.539984249376889e-05 0.00050677623439054887 0.00041992650550373554 0.00042385722184623813 0.00031966774423247555 0.0005705074606918751 0.00070879842796616886 0.00052940519564864273 0.00046423004839978954 0.00077919712539152694 0.00062579455728764804 0.00017510509627005055 0.00052033027311272899 0.00063076498630091856 0.00054442476122356709 0.00033506996694986015
leaf_weight=95 97 60 52 52 59 89 55 746 80 70 52 52 91 60 61 466 113 52
leaf_count=95 97 60 52 52 59 89 55 746 80 70 52 52 91 60 61 466 113 52
internal_value=0 0.000553207 0.00020498 0.000563141 0.000573113 0.000545603 0.000556296 0.000573049 0.000583944 0.000437403 0.000609674 0.0006194 0.000681824 0.000262468 0.000439857 0.000605197 0.000613975 0.000297411
internal_weight=0 2141 261 2081 1925 1099 1010 885 826 125 826 774 143 209 156 631 579 149
internal_count=2402 2141 261 2081 1925 1099 1010 885 826 125 826 774 143 209 156 631 579 149
is_linear=0
shrinkage=0.0032998


Tree=9678
num_leaves=17
num_cat=0
split_feature=1455 484 2 2 30 3 3 4 11 1211 482 4 457 42 3 394
split_gain=0.0950377 0.1562 0.0936662 0.0659109 0.0944557 0.0659449 0.0693607 0.062741 0.0816034 0.0351158 0.0325412 0.043219 0.03741 0.0280027 0.0609371 0.00849161
threshold=0.083760000000000015 -0.071284999999999987 0.17576500000000003 0.085525000000000004 0.086065000000000016 -0.095764999999999989 -0.14070999999999997 -0.50215999999999983 1.0000000180025095e-35 0.082210000000000019 0.088770000000000002 0.41488500000000006 0.069910000000000014 0.083120000000000013 -0.082484999999999989 -0.076319999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -5 10 13 11 12 -9 15 -15 -7
right_child=1 -3 -4 7 -6 9 -8 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0029783076412966546 0.0020072951714721655 -0.0090160437278103585 -0.0054000115196641595 -0.0038803209122943222 -0.003364726656102832 0.0038437286764454498 0.011487874095286527 0.0014221994541417776 0.0062503115484309401 -0.00070924569173080214 0.0044925493055925836 -0.0030193938540390691 -0.0016832883812031298 0.0079986212759982529 0.0028991344837809769 0.0014362275085494703
leaf_weight=54 84 64 52 68 61 54 56 934 90 69 71 79 124 92 246 204
leaf_count=54 84 64 52 68 61 54 56 934 90 69 71 79 124 92 246 204
internal_value=0 -0.00274742 0.00165088 0.0018182 0.00299637 0.00349937 0.00732678 0.00109584 0.00135791 0.00286356 0.000991928 0.000771751 0.00105653 0.0032802 0.00429248 0.00194709
internal_weight=0 148 2254 2202 836 775 110 1366 1298 665 1208 1137 1058 596 338 258
internal_count=2402 148 2254 2202 836 775 110 1366 1298 665 1208 1137 1058 596 338 258
is_linear=0
shrinkage=0.16829


Tree=9679
num_leaves=19
num_cat=0
split_feature=4 50 4 43 39 123 457 4 14 15 2 15 2 401 12 13 150 4
split_gain=0.0775929 0.100953 0.100696 0.0632993 0.0547929 0.0487968 0.0673196 0.0651342 0.0409861 0.0542327 0.0642835 0.0904044 0.04851 0.0378405 0.0500191 0.037841 0.0523154 0.0303268
threshold=0.05864500000000001 -0.068989999999999982 0.06707500000000001 -0.20207499999999998 0.10713500000000002 0.085215000000000013 0.083570000000000019 -0.0090299999999999981 -0.2523999999999999 -0.026169999999999995 0.13247500000000004 -0.42075999999999997 0.086165000000000005 0.078085000000000016 0.088835000000000011 -0.15956499999999998 0.095275000000000012 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 17 8 6 13 -8 -4 10 11 -10 -13 15 -15 -5 -17 -3
right_child=2 3 4 5 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 16 -18 -19
leaf_value=0.0085724849867281905 -0.0074697420077528328 -0.0054185750934237142 -0.0046185869916200283 -0.0028958001868910682 0.004890359831515834 0.0066748772937874319 0.0013284520577608954 -0.0068212949101441938 -0.0057862524524653382 -0.0047653259078038442 0.006406707866446649 0.0059203335931720348 -2.1599991354638985e-05 0.0072957752420609876 0.00085580489838176876 0.0014947355054360379 0.0066720453875375226 0.00012711821374212115
leaf_weight=58 55 52 60 52 60 54 59 52 60 54 52 55 131 78 62 1291 58 59
leaf_count=58 55 52 60 52 60 54 59 52 60 54 52 55 131 78 62 1291 58 59
internal_value=0 0.00165465 -0.000654443 0.00143284 0.000135907 0.00168683 0.0015227 -0.00247326 -0.000552129 0.000135914 0.00103009 -9.91317e-05 0.00172576 0.0018117 0.00445662 0.00154611 0.00171866 -0.00245468
internal_weight=0 1875 527 1817 472 1706 1652 111 412 352 298 246 186 1541 140 1401 1349 111
internal_count=2402 1875 527 1817 472 1706 1652 111 412 352 298 246 186 1541 140 1401 1349 111
is_linear=0
shrinkage=0.16829


Tree=9680
num_leaves=21
num_cat=0
split_feature=4 3 12 43 4 3 3 43 12 12 150 14 4 0 3 0 4 4 43 12
split_gain=3.49031 1.6137 0.834369 0.333594 0.243029 0.220175 0.182187 0.167018 0.214334 0.147946 0.122008 0.127282 0.100012 0.0797859 0.0629517 0.0566813 0.0535999 0.0526488 0.0478677 0.0168877
threshold=0.30163500000000004 0.30112000000000005 0.079570000000000016 -0.031974999999999996 -0.37983499999999992 0.092330000000000009 0.13772500000000001 -0.090809999999999988 -0.089089999999999989 0.10254500000000001 0.081245000000000026 -1.0000000180025095e-35 0.058330000000000007 -0.063109999999999986 -0.22740999999999997 -0.064804999999999988 -0.090609999999999982 -0.035694999999999991 -0.082389999999999977 -1.0000000180025095e-35
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 2 3 7 -5 19 10 -1 -9 14 11 -2 13 17 -4 16 -16 -11 -18 -6
right_child=6 -3 9 4 5 -7 -8 8 -10 12 -12 -13 -14 -15 15 -17 18 -19 -20 -21
leaf_value=0.00058518891247023657 0.00037818282434643055 9.4828603237226102e-05 0.0008389681556678091 0.00081059309213513087 0.00060282544989555807 0.00040610014776450084 0.00010376992015079942 0.00049772454002896421 0.00020865284523221845 0.00064451668170210051 0.00043566249986406682 0.00016886556326090998 0.00050488919850561842 0.00057483595790379751 0.00083369416531163369 0.00063398200930187768 0.00075790852255826994 0.00078571595021645455 0.00070853021984940113 0.00069186006598496129
leaf_weight=52 53 53 55 58 56 64 65 58 55 58 57 81 52 65 53 83 321 68 872 60
leaf_count=52 53 53 55 58 56 64 65 58 55 58 57 81 52 65 53 83 321 68 872 60
internal_value=0 0.000664015 0.000678858 0.000544069 0.000623447 0.000562948 0.000255489 0.000429359 0.000357338 0.000712223 0.000306937 0.000251918 0.000635946 0.000671442 0.000725591 0.000720872 0.000726632 0.000720999 0.000721846 0.000649182
internal_weight=0 2083 2030 403 238 180 256 165 113 1627 191 134 243 191 1384 1329 1246 126 1193 116
internal_count=2339 2083 2030 403 238 180 256 165 113 1627 191 134 243 191 1384 1329 1246 126 1193 116
is_linear=0
shrinkage=0.0032998


Tree=9681
num_leaves=25
num_cat=0
split_feature=1 51 14 0 3 2 0 457 51 43 43 2 42 49 2 49 43 43 0 133 0 12 0 43
split_gain=0.0779118 0.0674452 0.0781893 0.0655928 0.068478 0.0647579 0.105714 0.0625955 0.0579711 0.0485024 0.068595 0.0723044 0.0708715 0.0677354 0.0424413 0.0405763 0.0401852 0.0317885 0.0283544 0.0254491 0.0234263 0.023141 0.0171334 0.00495508
threshold=0.077565000000000009 -0.094344999999999984 -0.23083499999999998 0.062580000000000011 -0.15500999999999998 -0.0091949999999999983 -0.082164999999999988 0.084040000000000017 -0.21463999999999997 0.024635000000000004 -0.083899999999999988 0.083935000000000023 0.083725000000000008 -0.0058449999999999986 0.087975000000000012 0.10101500000000001 -0.081164999999999987 0.31428500000000009 -0.067329999999999987 0.092120000000000021 -0.082594999999999988 0.085965000000000014 -0.07385499999999999 -0.033174999999999989
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=9 8 -3 4 -4 -6 7 -7 -2 10 12 -12 14 -14 -1 18 -8 22 20 -16 21 -13 -11 -22
right_child=1 2 3 -5 5 6 16 -9 -10 17 11 15 13 -15 19 -17 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=-0.0013369454555197603 0.00066199145747684852 0.0062905264222814644 -0.0056909738902459744 0.006123511997931032 -0.0038328890834363259 -0.0014488968511092303 0.0071588719111469997 0.0040193766482426443 -0.0059001605802998843 0.0073741085925730252 -0.0049284704021404606 0.00063517340702776539 0.0033002344214759687 0.010693423145577254 0.005321914013858545 -0.0019289366716890863 0.0024898494208195295 0.0015228471298207567 0.0057343000235897338 0.0006596317721897537 -0.0011223908276212526 0.003704541359456138 0.003571740566341226 0.00084875852601015061
leaf_weight=75 72 74 52 57 83 357 70 71 80 100 55 119 77 66 90 85 215 63 53 54 74 173 54 70
leaf_count=75 72 74 52 57 83 357 70 71 80 100 55 119 77 66 90 85 215 63 53 54 74 173 54 70
internal_value=0 0.000515017 0.00102843 0.000596175 0.000222525 0.000611091 0.00113093 -0.000537579 -0.00277995 0.00246103 0.00195895 0.000893036 0.00380607 0.00672504 0.00189188 0.00145398 0.00364293 0.0047457 0.00204568 0.00358603 0.00159317 0.00245982 0.00605248 -0.000151717
internal_weight=0 1131 979 905 848 796 713 428 152 1208 991 629 362 143 219 574 285 217 489 144 436 292 154 144
internal_count=2339 1131 979 905 848 796 713 428 152 1208 991 629 362 143 219 574 285 217 489 144 436 292 154 144
is_linear=0
shrinkage=0.16829


Tree=9682
num_leaves=10
num_cat=0
split_feature=4 3 159 41 15 11 3 160 157
split_gain=0.0614636 0.130799 0.0513243 0.0430163 0.056072 0.0724038 0.0667961 0.0456063 0.0613049
threshold=0.53076500000000015 0.30112000000000005 -0.4182749999999999 0.085095000000000018 -0.42075999999999997 0.079915000000000014 -0.23746499999999995 -0.53447999999999996 -0.14310999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6 -9
right_child=-2 -3 3 -5 5 6 -8 8 -10
leaf_value=0.0050416982273681198 0.0062953475217505574 -0.0053558351190834096 -0.0038699151198862275 -0.0030660886321644508 -0.0034907823833087888 0.0014536479017214269 0.0099091716849110008 -0.0042519489444498388 0.0015495563719711907
leaf_weight=103 67 85 57 65 56 53 54 53 1746
leaf_count=103 67 85 57 65 56 53 54 53 1746
internal_value=0 0.00111681 0.0013692 0.00118683 0.00132464 0.00147647 0.00573771 0.0012297 0.00137764
internal_weight=0 2272 2187 2084 2019 1962 107 1855 1799
internal_count=2339 2272 2187 2084 2019 1962 107 1855 1799
is_linear=0
shrinkage=0.16829


Tree=9683
num_leaves=22
num_cat=0
split_feature=1 3 16 40 3 3 48 13 11 51 40 50 16 42 130 51 1 13 43 43 48
split_gain=3.85537 0.690673 0.472286 0.346038 0.237953 0.395324 0.167665 0.212409 0.169384 0.228948 0.153756 0.101847 0.0773645 0.0768368 0.0703772 0.102144 0.0700541 0.0664403 0.0327673 0.0174722 0.010669
threshold=0.10538500000000002 -0.046329999999999989 -0.28430999999999995 -0.012109999999999998 0.30112000000000005 0.077930000000000013 0.090085000000000012 -0.014114999999999997 0.077290000000000011 -0.089539999999999995 -0.077474999999999988 0.10917 0.058765000000000005 0.090625000000000025 -0.004324999999999999 0.092950000000000019 0.091410000000000005 -0.46134499999999995 -0.073959999999999984 -0.0093649999999999983 0.10271500000000001
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 -2 16 5 10 8 20 9 12 -3 14 -5 -4 19 -16 -1 -6 -13 -11 -8
right_child=1 4 13 6 17 -7 7 -9 -10 11 -12 18 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.00065062108123158568 0.00034545278640053096 0.00038732378295973672 0.00078217439504456613 0.00074126019848551068 0.00028768666407840972 0.00056303562032304947 0.00079054709576171687 0.00051131624071588629 0.00091814743563593598 0.00089075833360951551 0.00016695212639642303 0.00073644665576780559 0.00058631700939572188 0.00061056209311286522 0.00076748975041338497 0.00091981890867137912 0.0004789882112870932 0.0001192328463157169 0.0006145617289211215 0.00080955447171874141 0.00071140913280750575
leaf_weight=55 59 74 68 58 52 92 54 66 82 83 66 56 102 54 982 53 54 52 53 70 54
leaf_count=55 59 74 68 58 52 92 54 66 82 83 66 56 102 54 982 53 54 52 53 70 54
internal_value=0 0.000424422 0.000589008 0.000747467 0.000335657 0.000394614 0.000758999 0.000660477 0.000770115 0.00076176 0.000283686 0.000776419 0.000642704 0.000706504 0.000785465 0.000775324 0.000565915 0.000203798 0.000677505 0.000853837 0.000751304
internal_weight=0 517 181 1822 336 232 1713 174 1539 1457 140 1297 160 122 1188 1035 109 104 109 153 108
internal_count=2339 517 181 1822 336 232 1713 174 1539 1457 140 1297 160 122 1188 1035 109 104 109 153 108
is_linear=0
shrinkage=0.0032998


Tree=9684
num_leaves=9
num_cat=0
split_feature=30 4 3 15 1455 48 49 133
split_gain=0.111839 0.120623 0.102986 0.0486526 0.050377 0.0595654 0.0463778 0.0413321
threshold=0.086065000000000016 0.51743500000000009 0.30112000000000005 -0.42075999999999997 0.10563500000000002 0.11951500000000001 -0.091004999999999989 -0.13082499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=-0.0032129740271946193 -0.0058970341160332115 0.0096414335529869891 -0.0042257731502260793 0.0055603277787571693 0.0066351030901470676 -0.0030224927936714605 0.0038981264369614098 0.0014774997212165537
leaf_weight=53 55 54 83 97 63 70 229 1635
leaf_count=53 55 54 83 97 63 70 229 1635
internal_value=0 0.00177565 0.00158437 0.00180982 0.00193781 0.00179121 0.00196396 0.00177585
internal_weight=0 2284 2230 2147 2094 2031 1961 1864
internal_count=2339 2284 2230 2147 2094 2031 1961 1864
is_linear=0
shrinkage=0.16829


Tree=9685
num_leaves=20
num_cat=0
split_feature=3 39 48 402 16 12 52 52 160 3 12 484 3 3 12 43 457 474 16
split_gain=0.157756 0.0730146 0.101788 0.0853367 0.0786676 0.0612107 0.0575301 0.0891319 0.0500662 0.0578634 0.0402856 0.0388341 0.0386612 0.0517103 0.0347715 0.0253255 0.0223307 0.0332108 0.0173693
threshold=0.30112000000000005 0.088895000000000016 0.083830000000000002 -0.08738499999999999 -0.066924999999999985 0.086795000000000011 0.088100000000000012 0.11614000000000001 -0.081539999999999987 -0.13088999999999998 0.083220000000000002 0.085775000000000004 -0.16228999999999996 -0.11756999999999999 0.089125000000000024 -0.076554999999999984 -1.0000000180025095e-35 0.088985000000000022 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 4 14 6 8 -8 11 -10 -11 -5 -7 -14 -1 -3 -15 -18 -2
right_child=18 2 -4 5 -6 12 7 -9 9 10 -12 -13 13 16 -16 -17 17 -19 -20
leaf_value=-0.0027920391454100365 -0.0030223496330805916 -0.0071743715552378354 0.0037690569212183128 0.002383557895578117 -0.0070016015283743465 -0.0025180555085665712 0.011664082364415925 0.0028816669893110764 0.0084620538613242088 0.0013571298085278682 0.0045184536173518228 -0.0032246067444231083 0.0058623073764208916 0.0044390026511649094 0.0025676191163495803 -0.0021393167525287408 0.0012490981570149092 -0.0027843803905333933 -0.0074546570955854917
leaf_weight=56 52 60 60 73 55 72 54 85 55 277 197 67 72 56 88 56 812 62 52
leaf_count=56 52 60 60 73 55 72 54 85 55 277 197 67 72 56 88 56 812 62 52
internal_value=0 0.00144484 -0.00184159 0.00172366 -0.00158539 0.0020745 0.00318244 0.00630647 0.00253067 0.0032799 0.0026748 -0.000287517 0.0012393 0.00151108 0.000470831 -0.00475914 0.00117228 0.000960915 -0.00525578
internal_weight=0 2257 176 2081 199 1882 808 139 669 529 474 140 1074 1002 144 116 930 874 104
internal_count=2361 2257 176 2081 199 1882 808 139 669 529 474 140 1074 1002 144 116 930 874 104
is_linear=0
shrinkage=0.16829


Tree=9686
num_leaves=25
num_cat=0
split_feature=2 12 2 2 12 2 2 2 52 51 12 12 47 402 2 12 42 12 402 52 133 159 52 15
split_gain=4.23638 1.74811 0.809178 0.631441 0.508123 0.444162 0.423696 0.190079 0.186797 0.276402 0.337511 0.136947 0.113606 0.08954 0.0842812 0.083506 0.065446 0.0582739 0.057384 0.0324163 0.0190871 0.0167094 0.0531552 0.0111703
threshold=0.11891500000000001 -0.011819999999999999 0.15227000000000004 -0.007134999999999999 0.09525500000000002 0.096015000000000017 0.089690000000000006 -0.011974999999999998 0.092320000000000013 -0.023134999999999996 0.082780000000000006 0.090175000000000019 0.11043500000000002 -0.086719999999999978 0.10205500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.092495000000000008 0.10401000000000001 -0.45478499999999994 -0.013329999999999998 -0.088639999999999983 0.11232500000000002 0.091735000000000025
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 3 4 -1 15 -5 7 -3 9 19 -11 -10 13 16 20 -2 -9 18 -15 -8 -12 -13 -23 -19
right_child=2 6 -4 5 -6 -7 8 12 11 10 14 21 -14 17 -16 -17 -18 23 -20 -21 -22 22 -24 -25
leaf_value=0.000283804884176697 0.00024310138498375865 0.00066999326422191661 8.1099551679514385e-05 0.00086286669643396302 0.00067842078444476359 0.00048412837992143222 0.0008957754996746321 0.00086786516596357708 0.00097192323077769022 0.00049335238676796386 0.00071460157654323745 0.00084615496830815762 0.0007288416416142366 0.00089843092042229131 0.00063006736513579497 0.00042050233775778757 0.00070581913626707304 0.00080093791609559472 0.00099926247298251438 0.00079340880789765958 0.00079865778659214399 0.00083610582638042553 0.00068889182405796712 0.00087452268089732114
leaf_weight=81 56 52 80 61 80 77 74 67 66 86 53 54 56 701 64 63 52 82 75 84 124 61 56 56
leaf_count=81 56 52 80 61 80 77 74 67 66 86 53 54 56 701 64 63 52 82 75 84 124 61 56 56
internal_value=0 0.000795158 0.000361909 0.000515851 0.00047462 0.000651797 0.000827972 0.000867788 0.000765001 0.000727361 0.000672067 0.000841879 0.0008772 0.000885209 0.000735694 0.000337316 0.000797351 0.000896609 0.000908222 0.000841576 0.000773687 0.000791481 0.000765946 0.000831054
internal_weight=0 2082 279 219 199 138 1863 1141 722 485 327 237 1089 1033 241 119 119 914 776 158 177 171 117 138
internal_count=2361 2082 279 219 199 138 1863 1141 722 485 327 237 1089 1033 241 119 119 914 776 158 177 171 117 138
is_linear=0
shrinkage=0.0032998


Tree=9687
num_leaves=20
num_cat=0
split_feature=4 13 159 157 13 39 1 4 49 2 2 4 52 1 150 3 4 159 52
split_gain=0.146427 0.111473 0.0949067 0.147019 0.0856078 0.072575 0.0644588 0.0490542 0.0395396 0.0784557 0.0358752 0.0498775 0.0700049 0.0343245 0.0414487 0.0340212 0.0223203 0.0182014 0.0176774
threshold=0.24726500000000004 -0.10664 0.065430000000000016 -0.080544999999999992 -1.0000000180025095e-35 0.088655000000000012 0.090275000000000008 -0.49269499999999994 0.13087000000000001 0.12293000000000001 0.084895000000000012 -1.0000000180025095e-35 0.087035000000000015 0.085265000000000021 0.081245000000000026 -0.058704999999999993 0.41257000000000005 0.10652000000000002 -0.55582999999999994
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 7 -4 6 16 17 18 9 10 11 12 -9 15 -15 -12 -3 -5 -1
right_child=1 5 3 4 -6 -7 -8 8 -10 -11 13 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0038185258886128076 -0.0070362245239619352 -2.0653682556335152e-05 -0.0079837648330818942 -0.00047871680247484023 0.0061134526074868292 -0.0041319835200609245 -0.0050101689870510387 0.0014793022488369858 -0.001828866711726763 0.0085195161459805935 0.0016665459286375034 0.0067187440806611536 0.0062974488221424528 0.0017539044259396587 -0.0045766118451875089 0.0057239686993534773 0.0040712394685751864 0.0039260351661377941 0.0082801784860807928
leaf_weight=52 85 67 62 52 71 76 65 378 62 59 749 100 111 65 53 64 84 53 53
leaf_count=52 85 67 62 52 71 76 65 378 62 59 749 100 111 65 53 64 84 53 53
internal_value=0 -0.00183752 0.00207337 -0.000671329 0.00120242 0.000101218 -0.000838085 0.00255071 0.0023233 0.00248747 0.00225215 0.00328296 0.00257667 0.00159808 -0.00107424 0.00198816 0.00224373 0.00172752 0.00608771
internal_weight=0 312 2049 303 241 227 170 1746 1641 1579 1520 589 489 931 118 813 151 105 105
internal_count=2361 312 2049 303 241 227 170 1746 1641 1579 1520 589 489 931 118 813 151 105 105
is_linear=0
shrinkage=0.16829


Tree=9688
num_leaves=14
num_cat=0
split_feature=1 2 1429 42 9 2 12 1 42 159 475 51 2
split_gain=0.119769 0.0759015 0.0587516 0.0528094 0.0523312 0.083654 0.0490688 0.0712174 0.0689665 0.0478252 0.029804 0.028817 0.0254329
threshold=0.14882500000000001 0.11866500000000001 0.087865000000000013 0.10691000000000002 1.0000000180025095e-35 -0.0091949999999999983 0.084405000000000022 0.11156000000000001 0.087005000000000013 0.083310000000000009 0.001835 -0.22052999999999998 0.12992500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 -1 7 8 -7 12 11 -8 -3
right_child=-2 3 -4 -5 -6 6 10 -9 -10 -11 -12 -13 -14
leaf_value=-0.0044472256637940397 -0.0066865681544007313 -0.00099036651109116192 -0.0025121556473597516 -0.0058991416049489183 0.0067039440949341897 0.0032477254798897611 0.0055018231005229757 -0.0023584897699649521 0.0091342413758622523 -0.003892850250665103 -0.0024496510494050727 0.0014788472469084519 0.0037270818823648896
leaf_weight=58 52 54 85 55 65 407 53 54 66 61 52 1220 79
leaf_count=58 52 54 85 55 65 407 53 54 66 61 52 1220 79
internal_value=0 0.00147487 0.00181069 -0.0012962 0.00199764 0.00183654 0.0020343 0.00341049 0.0040729 0 0.00148559 0.00164775 0.00179822
internal_weight=0 2309 2060 249 1975 1910 1852 527 473 194 1325 1273 133
internal_count=2361 2309 2060 249 1975 1910 1852 527 473 194 1325 1273 133
is_linear=0
shrinkage=0.16829


Tree=9689
num_leaves=22
num_cat=0
split_feature=1 3 1 14 12 1 3 12 3 47 15 3 3 3 12 42 13 3 131 3 42
split_gain=9.4939 2.04178 0.780783 0.607172 0.530652 0.444215 0.276063 0.271284 0.24896 0.245446 0.227323 0.171742 0.157303 0.355813 0.091407 0.0471897 0.0435783 0.0340565 0.0313735 0.0306905 0.0262418
threshold=0.10574000000000001 -0.06340999999999998 0.13554500000000003 0.054835000000000009 0.077755000000000005 0.085720000000000005 0.31534000000000006 0.099815000000000015 -0.0053599999999999993 0.094160000000000008 -0.092729999999999993 0.0025650000000000004 -0.15078499999999997 -0.10919499999999999 0.088485000000000022 0.11424500000000001 -0.09219999999999999 0.0012800000000000001 0.09172000000000001 -0.080504999999999979 -0.056754999999999993
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 10 9 4 5 17 -4 12 -7 11 -2 -3 -6 -14 16 19 -15 -1 -16 -9 -21
right_child=1 2 6 -5 7 8 -8 15 -10 -11 -12 -13 13 14 18 -17 -18 -19 -20 20 -22
leaf_value=0.00094827522811132393 0.00062015075175244141 0.00025926845447850312 0.00025883725290918881 0.0012920150270569878 0.0012024412310139502 0.00056227248514491767 -5.5431517535199963e-05 0.0008661790007462671 0.00083413311890869119 0.00064992652289545556 0.00088223575261502356 0.00048146976932124771 0.00074706082649996842 0.00097490365881432726 0.00098449940786154077 0.00080864321916406358 0.0010677736448013772 0.0010732451011612005 0.001056442793981636 0.00090420011738003795 0.0010167445117729224
leaf_weight=62 58 66 71 72 54 59 53 67 102 53 101 92 52 72 465 53 549 52 96 53 59
leaf_count=62 58 66 71 72 54 59 53 67 102 53 101 92 52 72 465 53 549 52 96 53 59
internal_value=0 0.000478761 0.000332427 0.000993342 0.000981342 0.000847139 0.000124229 0.0010056 0.000734726 0.000454614 0.000786854 0.000388874 0.00102451 0.00101669 0.00102853 0.000900467 0.00105706 0.00100559 0.000996873 0.000927458 0.000963801
internal_weight=0 494 335 1867 1795 275 124 1520 161 211 159 158 1288 1234 1182 232 621 114 561 179 112
internal_count=2361 494 335 1867 1795 275 124 1520 161 211 159 158 1288 1234 1182 232 621 114 561 179 112
is_linear=0
shrinkage=0.0032998


Tree=9690
num_leaves=24
num_cat=0
split_feature=4 40 3 1 1 2 52 150 15 52 3 3 52 3 1212 47 15 43 15 43 4 2 3
split_gain=5.96106 1.76413 0.605349 0.47154 0.440549 0.268667 0.257464 0.246354 0.242141 0.183553 0.179397 0.156753 0.151932 0.124477 0.123339 0.0761208 0.0694952 0.0603615 0.058943 0.0556983 0.0872367 0.0413346 0.0132965
threshold=0.27161500000000005 -0.026419999999999996 0.11745500000000002 0.13130500000000003 0.094790000000000013 0.090225000000000014 -0.14488499999999996 1.0000000180025095e-35 -0.42759999999999992 0.088635000000000005 -0.11756999999999999 -0.095119999999999996 0.081680000000000016 -0.0026499999999999996 0.058525000000000008 0.10305500000000002 -0.011859999999999997 -0.0018599999999999999 0.088965000000000002 0.053790000000000011 -0.021399999999999995 0.11252000000000002 -0.082284999999999983
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=1 4 5 13 -1 9 21 -6 -5 10 -3 -8 15 -2 -14 -12 -11 18 -18 20 -13 22 -7
right_child=3 2 -4 8 7 6 11 -9 -10 16 12 19 14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00082841703480167372 0.00058710647654955687 0.0011691120760851292 0.00065686054381768175 0.00036778244309640791 0.00061317419505768991 0.00099447335668204572 0.00073048710003119626 0.00030316012109105539 6.4623472517983841e-05 0.00080188158680534753 0.00097497141468686919 0.00096476086902157828 0.0010060193003443754 0.0003986959583683851 0.0011903629514165937 0.00086500049910535719 0.0010577254053284395 0.00083221717546830016 0.000905552517218304 0.00080257936088897884 0.00085127737945614121 0.0010764714530857634 0.00091515845466401055
leaf_weight=52 89 64 84 62 57 83 96 56 54 69 580 143 120 70 64 85 54 53 71 85 175 56 57
leaf_count=52 89 64 84 62 57 83 96 56 54 69 580 143 120 70 64 85 54 53 71 85 175 56 57
internal_value=0 0.000904328 0.00093223 0.000387487 0.000576218 0.000944681 0.000892776 0.000459851 0.00022696 0.000975748 0.000997676 0.000852477 0.000984711 0.00050438 0.00107033 0.000960968 0.000894552 0.000930277 0.000971573 0.000881449 0.00090242 0.000995195 0.000962433
internal_weight=0 2104 1939 275 165 1855 695 113 116 1160 913 499 849 159 184 665 247 178 125 403 318 196 140
internal_count=2379 2104 1939 275 165 1855 695 113 116 1160 913 499 849 159 184 665 247 178 125 403 318 196 140
is_linear=0
shrinkage=0.0032998


Tree=9691
num_leaves=18
num_cat=0
split_feature=403 403 123 2 4 15 123 40 1373 1213 403 480 1204 15 13 403 13
split_gain=0.101017 0.238221 0.070909 0.0745568 0.0736332 0.0845491 0.0700051 0.113875 0.0608615 0.0482906 0.0691033 0.0539257 0.0458478 0.0337415 0.0654252 0.0480813 0.00826329
threshold=-0.087914999999999979 -0.13556499999999996 0.083715000000000026 -0.079939999999999983 0.36766000000000004 -0.41880499999999993 0.086445000000000008 -0.074429999999999982 1.0000000180025095e-35 -0.086554999999999979 -0.0043399999999999992 -1.0000000180025095e-35 -0.068659999999999985 0.08765000000000002 -0.049414999999999994 -0.41825499999999993 -0.087394999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -2 8 -6 -4 -8 9 10 -5 -11 -13 15 -15 -1 -12
right_child=2 -3 6 4 5 -7 7 -9 -10 11 16 12 -14 14 -16 -17 -18
leaf_value=0.0078684925915137732 0.0086413953696426807 0.012566976050554037 -0.0056823223505329994 -0.0047900856614181368 0.0028093529686708317 -0.0053455444948610513 0.0055503181059724446 -0.0045569522446322584 0.0083327656510849904 -0.0013240299164498492 0.00089639923681590031 -0.00072601076882946409 0.0036462215756370335 -0.0035442738727710092 0.0048147189926044344 0.0009828091168673067 0.003751401320527301
leaf_weight=63 63 102 53 54 79 66 80 52 60 71 55 71 1285 54 52 54 65
leaf_count=63 63 102 53 54 79 66 80 52 60 71 55 71 1285 54 52 54 65
internal_value=0 0.00582519 0.00262596 0.0029372 0.00273722 -0.000890141 -0.000508644 0.00155506 0.00305496 0.00285604 0.000198152 0.00317887 0.00341597 0.00273344 0.000539415 0.00470584 0.00245783
internal_weight=0 325 2054 1869 1806 145 185 132 1661 1601 174 1427 1356 223 106 117 120
internal_count=2379 325 2054 1869 1806 145 185 132 1661 1601 174 1427 1356 223 106 117 120
is_linear=0
shrinkage=0.16829


Tree=9692
num_leaves=23
num_cat=0
split_feature=1 52 1 40 12 1 403 12 0 14 0 0 157 1 0 52 16 12 133 403 16 52
split_gain=4.52503 0.803186 0.39667 0.393516 0.327002 0.168122 0.134579 0.191253 0.113473 0.101142 0.102056 0.0979224 0.0867124 0.0821915 0.0821874 0.0737178 0.100776 0.0687315 0.063408 0.0554351 0.0481444 0.0355695
threshold=0.10684 -0.29521499999999995 0.12450500000000002 -0.026419999999999996 0.089545000000000013 0.094695000000000015 -0.086184999999999998 0.085635000000000003 -0.10490499999999998 0.054835000000000009 -0.10653 -0.076539999999999983 -0.0041249999999999993 0.085425000000000015 -0.016419999999999997 0.088635000000000005 0.0086100000000000013 0.093995000000000009 -0.091614999999999988 -0.14669999999999997 -0.06421499999999998 0.084335000000000007
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 4 5 20 -1 7 -5 -4 10 13 15 -13 -8 -10 16 -12 -14 -17 21 -3 -9
right_child=1 2 8 6 -6 -7 9 19 14 -11 11 12 17 -15 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=0.00077411958243612654 0.00085496595375194435 0.00048701477737550855 0.00044935986932861119 0.0010943739120019287 0.00072156018757501801 0.00050552511609452901 0.00083247171922665067 0.00078676646812301241 0.00021700376791817952 0.00098193788222050151 0.00089719139099135234 0.00088193358039431518 0.00069392145771109733 0.00067097130733125628 0.00038125956273951092 0.00070281451928057889 0.00077965952877753276 0.00080463613667335976 0.00083843121195530427 0.00094211980339414965 0.0003589266583699397 0.00088837473098703191
leaf_weight=52 55 97 59 54 67 52 68 85 94 53 551 100 101 78 53 52 99 186 186 97 52 88
leaf_count=52 55 97 59 54 67 52 68 85 94 53 551 100 101 78 53 52 99 186 186 97 52 88
internal_value=0 0.000479247 0.000430196 0.000838888 0.000529257 0.000640161 0.000850363 0.000912468 0.000326154 0.000836688 0.000831246 0.000840931 0.000795897 0.000746432 0.000276465 0.000860517 0.000879345 0.000765797 0.000808949 0.000875956 0.000442549 0.000838655
internal_weight=0 477 422 1902 216 104 1798 324 206 1474 1421 1275 387 146 147 888 650 287 238 270 149 173
internal_count=2379 477 422 1902 216 104 1798 324 206 1474 1421 1275 387 146 147 888 650 287 238 270 149 173
is_linear=0
shrinkage=0.0032998


Tree=9693
num_leaves=28
num_cat=0
split_feature=4 12 150 2 123 4 15 2 2 2 12 4 2 3 15 4 15 159 151 151 4 3 15 1213 4 12 15
split_gain=7.25753 1.84781 0.792937 0.428734 0.36416 0.335064 0.311883 0.344794 0.289548 0.202454 0.170756 0.184371 0.138008 0.180955 0.126571 0.108109 0.105623 0.0711316 0.0639272 0.106259 0.0863778 0.18035 0.0591214 0.0575658 0.0384087 0.0136723 0.0134014
threshold=0.30163500000000004 0.077755000000000005 0.089155000000000012 0.11626500000000002 1.0000000180025095e-35 -0.033449999999999987 -0.42759999999999992 0.12454500000000002 0.12399000000000002 0.091070000000000012 0.092495000000000008 -0.011964999999999998 0.084095000000000017 -0.092019999999999977 -0.071974999999999983 0.51400500000000016 0.076335000000000014 -0.025079999999999995 -0.082229999999999984 -0.089594999999999994 -0.080584999999999976 -0.087084999999999982 0.091305000000000011 -0.0080599999999999977 -0.082509999999999986 0.10911500000000002 -0.069929999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 15 -8 10 -7 12 14 13 -3 -12 -2 -16 -15 19 -14 21 -20 -18 -22 -19 26 -13
right_child=6 8 -4 -5 -6 9 7 -9 -10 -11 11 25 18 17 16 -17 22 24 20 -21 23 -23 -24 -25 -26 -27 -28
leaf_value=0.0010166369204324479 0.00049268232477086735 0.0011698294121194768 0.00034342475664195503 0.00046818632039488461 0.00060645553424151799 0.00086973599425799197 0.00030628018895158753 -3.8449129455280172e-05 0.00066775999694664349 0.00060541770027801344 0.0010686678689111172 0.00077652174827895872 0.00093229144697215798 0.0010777786973908193 0.00078938967684195871 0.00029652338686467298 0.0010290460868073274 0.0010150635907987672 0.00095833999977201344 0.00072973875892707641 0.0010672911751398767 0.00077869794676313356 0.00089804858906784098 0.00094737916218877276 0.00090648624286350434 0.0007372126614948011 0.00085609627898358069
leaf_weight=85 58 59 69 58 94 70 72 56 53 60 52 81 69 52 89 68 52 56 154 52 58 106 201 290 154 58 53
leaf_count=85 58 59 69 58 94 70 72 56 53 60 52 81 69 52 89 68 52 56 154 52 58 106 201 290 154 58 53
internal_value=0 0.000860755 0.000668933 0.000730036 0.000779072 0.000854378 0.000270368 0.000155186 0.000910252 0.000748014 0.000918086 0.00087216 0.000943684 0.00100191 0.000913579 0.000387098 0.000889896 0.00096396 0.000917997 0.000845535 0.00093236 0.000885237 0.000925112 0.000967466 0.000935608 0.00078698 0.000808258
internal_weight=0 2125 436 367 309 215 254 128 1689 130 1636 586 1050 321 394 126 342 262 729 121 608 260 253 348 210 192 134
internal_count=2379 2125 436 367 309 215 254 128 1689 130 1636 586 1050 321 394 126 342 262 729 121 608 260 253 348 210 192 134
is_linear=0
shrinkage=0.0032998


Tree=9694
num_leaves=14
num_cat=0
split_feature=156 15 16 12 13 40 156 160 475 13 480 13 0
split_gain=0.0771888 0.0976687 0.162733 0.0763201 0.0756352 0.0816718 0.0748488 0.126912 0.072571 0.0873286 0.0446978 0.0373143 0.0426582
threshold=0.079145000000000007 -0.2987999999999999 -0.41574999999999995 -0.095379999999999979 -0.16392499999999996 -0.08440499999999998 0.088855000000000003 -0.082539999999999988 -0.074744999999999992 -0.011834999999999998 -0.040684999999999992 -0.097984999999999989 -0.10220499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 -2 -8 -10 -7 -12 -13
right_child=6 3 -4 4 5 10 8 -9 9 -11 11 12 -14
leaf_value=0.0040630250358412836 0.0039428666595813849 0.0099157462216202981 -0.0073887687819533896 -0.0015029430564720259 -0.0028389134905764451 -0.00039071728842205664 0.00031098992086849226 0.015536883723208821 0.0024548060354186679 0.010456542943516641 0.0076289023291911317 0.0014391627181889269 0.0042167861111949987
leaf_weight=81 54 54 62 82 52 65 82 54 77 79 81 179 1377
leaf_count=81 54 54 62 82 52 65 82 54 77 79 81 179 1377
internal_value=0 0.003341 -0.000889525 0.00366204 0.00347713 0.00371097 0.00606844 0.00975651 0.00438732 0.00651848 0.00391214 0.00408409 0.00389841
internal_weight=0 2033 143 1890 1836 1754 346 108 238 156 1702 1637 1556
internal_count=2379 2033 143 1890 1836 1754 346 108 238 156 1702 1637 1556
is_linear=0
shrinkage=0.16829


Tree=9695
num_leaves=12
num_cat=0
split_feature=9 4 156 156 157 160 48 151 4 3 2
split_gain=0.0693882 0.154339 0.0657686 0.0463187 0.0537367 0.0522602 0.0465188 0.0527831 0.0446378 0.0471929 0.0211228
threshold=-0.079919999999999977 0.51400500000000016 0.081415000000000015 -0.078989999999999991 -0.065669999999999992 -0.53908999999999996 0.12474000000000002 0.057610000000000008 -0.14994999999999997 -0.087854999999999975 0.088045000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -4 -10 -11
right_child=1 -3 8 4 5 6 -8 -9 9 10 -12
leaf_value=0.0089464812935987244 0.0063380184285011546 -0.005425867849301165 0.0015395509609107386 -0.0016768069263548746 -0.0026446571674320673 0.0027703474946973615 0.0074135021784844197 -0.0022974016412007784 0.010797142078381587 0.003244527697971923 0.0067825715773343134
leaf_weight=52 89 64 75 87 52 1611 59 60 52 97 100
leaf_count=52 89 64 75 87 52 1611 59 60 52 97 100
internal_value=0 0.00271504 0.00294415 0.0025748 0.00239464 0.00259442 0.00275294 0.00258731 0.00517063 0.00625711 0.00504961
internal_weight=0 2346 2282 1958 1869 1782 1730 1671 324 249 197
internal_count=2398 2346 2282 1958 1869 1782 1730 1671 324 249 197
is_linear=0
shrinkage=0.16829


Tree=9696
num_leaves=25
num_cat=0
split_feature=1 402 160 1 42 0 0 48 4 2 52 159 52 0 2 1213 157 475 0 4 42 4 4 15
split_gain=0.0600543 0.113798 0.0860732 0.0718036 0.0589241 0.0654333 0.0542431 0.0513987 0.0874868 0.0459253 0.0399267 0.0395283 0.0549057 0.0873085 0.0765463 0.0376251 0.0372807 0.0387938 0.0355443 0.0351972 0.0338323 0.0328972 0.0247008 0.0169189
threshold=0.089710000000000026 0.02938 0.09636500000000002 0.13840500000000003 -0.091904999999999987 -0.13010499999999997 -0.15825999999999998 0.089965000000000017 -0.44205499999999992 0.085025000000000003 0.086965000000000015 0.0055900000000000004 -0.51745999999999992 -0.067969999999999989 1.0000000180025095e-35 -0.011244999999999998 -0.07928499999999998 -0.08466499999999999 -0.077914999999999984 -0.085994999999999988 0.077855000000000021 -0.0070549999999999996 -0.082734999999999989 -0.043644999999999996
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=4 2 3 11 15 6 -6 8 -7 10 22 12 -2 14 -14 -1 17 -11 -13 -18 -15 -9 -10 -17
right_child=1 -3 -4 -5 5 7 -8 21 9 16 -12 18 13 20 -16 23 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0035079098257925802 0.0040175980891860542 -0.0059319902426320749 0.007974129962570544 0.0058507481648823771 0.0035053487866273172 0.010174733077136093 0.011114622245316874 -0.0033262339168223338 -3.0146030604746662e-05 0.0035754119156631318 -0.0023786245410949828 0.0064897524072842052 0.0027673297693280373 -0.0078008996816164152 -0.0020955772706915429 0.0037619259668845392 -0.00069505594145016769 0.010000580271313017 0.00056097717811073519 0.0036557029925404529 -0.0017324523041712034 0.0022720897978714843 0.0037241207504328669 0
leaf_weight=54 87 58 59 87 53 52 55 54 77 57 66 58 209 54 163 63 57 52 58 598 52 66 135 74
leaf_count=54 87 58 59 87 53 52 55 54 77 57 66 58 209 54 163 63 57 52 58 598 52 66 135 74
internal_value=0 0.00126685 0.0017739 0.00129524 0.00301649 0.00341579 0.00739708 0.00306012 0.0034229 0.00308423 0.00122249 0.000710617 0.000126362 -0.000578117 0.00063171 0.000243324 0.00375932 0.00665711 0.00354085 0.00327434 -0.00484087 -0.000232184 0.00235207 0.00173503
internal_weight=0 885 827 768 1513 1322 108 1214 1094 1042 278 681 565 478 372 191 764 109 116 655 106 120 212 137
internal_count=2398 885 827 768 1513 1322 108 1214 1094 1042 278 681 565 478 372 191 764 109 116 655 106 120 212 137
is_linear=0
shrinkage=0.16829


Tree=9697
num_leaves=16
num_cat=0
split_feature=1 52 4 1 15 15 3 124 3 2 40 3 132 3 3
split_gain=2.52642 0.351465 0.297583 0.225495 0.163367 0.153913 0.143475 0.141878 0.0914572 0.0914471 0.0908418 0.0799508 0.0727199 0.0560357 0.0621733
threshold=0.104035 -0.41304999999999997 0.25472500000000003 0.12796000000000002 -0.14068999999999995 -0.024814999999999997 0.091170000000000015 -0.0037749999999999993 0.12991000000000003 1.0000000180025095e-35 -0.0067649999999999993 0.0075150000000000008 0.10240500000000001 -0.013399999999999999 -0.073444999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 9 10 -5 -9 -3 -6 -11 13 14 -12
right_child=1 3 -4 7 6 -7 -8 8 -10 11 12 -13 -14 -15 -16
leaf_value=0.00076086564881387069 0.00059960616045259493 0.00052736352194118123 0.00039346193181896488 0.00037727420522533014 0.00051292161393474815 0.00022723453325251174 0.00048336941874411652 8.4122821809784237e-05 0.00026048512761149247 0.00031646152762004198 0.00064162085467130874 0.00047035181125432206 0.00052930048627753367 0.00073648059773666525 0.00057368340325927663
leaf_weight=97 60 71 62 59 76 52 82 59 72 89 1235 66 75 64 179
leaf_count=97 60 71 62 59 76 52 82 59 72 89 1235 66 75 64 179
internal_value=0 0.000361113 0.000619779 0.000330462 0.000627521 0.00039055 0.00061994 0.000242357 0.000181324 0.000427972 0.000626793 0.000382216 0.000632343 0.000637548 0.000633045
internal_weight=0 528 1870 468 1808 278 1711 190 131 226 1629 155 1553 1478 1414
internal_count=2398 528 1870 468 1808 278 1711 190 131 226 1629 155 1553 1478 1414
is_linear=0
shrinkage=0.0032998


Tree=9698
num_leaves=22
num_cat=0
split_feature=4 2 124 2 150 159 0 2 0 0 50 132 0 0 133 402 52 52 0 0 4
split_gain=3.5048 1.64212 0.835434 0.409741 0.287055 0.286303 0.27734 0.193395 0.173267 0.144032 0.128197 0.0957223 0.10636 0.0947126 0.0939171 0.0933498 0.0747123 0.0591269 0.0554003 0.0232776 0.017491
threshold=0.30163500000000004 0.14578500000000003 -0.076779999999999987 0.095935000000000006 0.081245000000000026 0.10634 -0.076329999999999995 0.064660000000000009 -0.17785499999999996 -0.14216999999999999 0.089685000000000015 0.084605000000000014 -0.064539999999999986 -0.17106499999999999 0.048695000000000009 0.084450000000000011 0.26959000000000005 0.0029250000000000005 -0.039129999999999991 -0.087284999999999988 -0.060264999999999992
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 2 14 6 11 8 9 10 -2 13 -8 12 17 -4 -1 16 -11 -5 -10 -17 -14
right_child=5 -3 3 4 -6 -7 7 -9 18 15 -12 -13 20 -15 -16 19 -18 -19 -20 -21 -22
leaf_value=0.00046700741579322523 0.00043225687261383791 7.6740602670341977e-05 0.00073143574561152403 0.00052740004258672269 0.00036799874279860309 7.6576532467840361e-06 0.00043217731123676759 0.00070466876714699164 0.00017047897507355413 0.00070035595558612645 0.00063448081524724936 0.00047779560762755248 0.00071840051427809722 0.0009261238141545148 0.00027503561570539712 0.00071758736013543666 0.00059974470492850395 0.00063570557644459038 0.00030612568303805166 0.00080702372328560863 0.00063970982216889245
leaf_weight=59 60 56 58 112 59 52 86 101 92 823 59 52 120 57 55 59 95 122 53 111 57
leaf_count=59 60 56 58 112 59 52 86 101 92 823 59 52 120 57 55 59 95 122 53 111 57
internal_value=0 0.000635078 0.000650057 0.000665966 0.000586264 0.000227035 0.000694654 0.00059286 0.00028251 0.00071544 0.000514737 0.000614002 0.000631149 0.00082824 0.000374698 0.000703485 0.000689982 0.000584018 0.000220303 0.000776191 0.000693258
internal_weight=0 2141 2085 1971 522 257 1449 246 205 1203 145 463 411 115 114 1088 918 234 145 170 177
internal_count=2398 2141 2085 1971 522 257 1449 246 205 1203 145 463 411 115 114 1088 918 234 145 170 177
is_linear=0
shrinkage=0.0032998


Tree=9699
num_leaves=17
num_cat=0
split_feature=1 3 124 4 4 0 12 124 12 15 3 0 3 13 1 4
split_gain=5.5814 0.805311 0.415588 0.36301 0.279757 0.251073 0.205959 0.146225 0.142049 0.141718 0.162176 0.132309 0.126769 0.100547 0.0658188 0.0222282
threshold=0.104035 -0.06340999999999998 -0.085309999999999983 0.36766000000000004 0.25472500000000003 -0.067969999999999989 0.11589000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15614499999999998 0.086245000000000016 -0.13010499999999997 0.13772500000000001 -0.081629999999999994 0.12958500000000003 -0.031874999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 15 6 8 9 -7 14 -4 11 -11 -10 -13 -3 -2
right_child=1 5 4 -5 -6 7 -8 -9 12 10 -12 13 -14 -15 -16 -17
leaf_value=0.00072980440285808263 0.00098553986264676187 0.00059386197729743688 0.0012049066109781248 0.00061892854658048544 0.00078423563701950842 0.00053793635675945806 0.00085477795384944727 0.00030207988052056447 0.00079106275823356592 0.0011886849018536601 0.00089858440633574957 0.0010699866272600848 0.00057193237377019376 0.0010118808762374599 0.00043310379466497922 0.00087924722492299884
leaf_weight=55 53 62 56 66 53 55 72 62 60 66 97 556 59 915 55 56
leaf_count=55 53 62 56 66 53 55 72 62 60 66 97 556 59 915 55 56
internal_value=0 0.000630239 0.00101464 0.000813664 0.00102325 0.000539205 0.00103042 0.000413254 0.000601498 0.00103788 0.00103213 0.00104054 0.000682714 0.00103387 0.000518593 0.000931254
internal_weight=0 528 1870 175 1815 353 1762 117 236 1690 1634 1537 119 1471 117 109
internal_count=2398 528 1870 175 1815 353 1762 117 236 1690 1634 1537 119 1471 117 109
is_linear=0
shrinkage=0.0032998


Tree=9700
num_leaves=17
num_cat=0
split_feature=1 132 13 15 123 123 402 401 1 151 457 15 47 131 16 15
split_gain=0.124811 0.065828 0.0680264 0.0949492 0.0490582 0.0646463 0.0609552 0.108005 0.050809 0.0674095 0.052434 0.0487397 0.0393378 0.0283064 0.0219113 0.00729697
threshold=0.13662500000000002 0.088210000000000011 -0.13033499999999998 -0.083359999999999976 1.0000000180025095e-35 0.085215000000000013 0.083730000000000013 0.083100000000000021 0.11050000000000001 -0.091874999999999984 0.035070000000000011 -0.41971499999999995 0.087885000000000019 0.083410000000000026 -0.059624999999999991 0.085145000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 8 14 9 -4 -11 -2 -10 -3 -8 -9
right_child=11 13 4 -5 5 -7 7 15 12 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0030238620938828481 0.0025630617528239106 -0.0016280350463237303 0.0088145542099064261 0.01218530726307695 -0.0038263797284804318 0.0036204696303328704 8.3632281208120796e-05 0.0035779314373508746 0.010853850788978809 0.0042061546636388385 -0.00053390218448025252 -0.0039890830131270993 0.0044972726991530992 0.0026808627904739567 -0.0045787182073369556 0.0062929621194999777
leaf_weight=61 53 78 87 69 52 90 59 56 62 1276 69 81 52 96 54 67
leaf_count=61 53 78 87 69 52 90 59 56 62 1276 69 81 52 96 54 67
internal_value=0 0.00389444 0.00416088 0.0079003 0.00390728 0.000880802 0.00414744 0.00161641 0.00453265 0.00425774 0.00396165 -0.00138416 0.00797012 0.000738963 -0.00212849 0.00507146
internal_weight=0 2228 2054 130 1924 142 1782 236 1546 1432 1345 134 114 174 113 123
internal_count=2362 2228 2054 130 1924 142 1782 236 1546 1432 1345 134 114 174 113 123
is_linear=0
shrinkage=0.16829


Tree=9701
num_leaves=19
num_cat=0
split_feature=4 40 49 0 41 15 4 15 4 4 151 16 4 472 4 156 156 151
split_gain=1.57412 0.431919 0.167437 0.13973 0.123879 0.10918 0.137867 0.107504 0.0801335 0.0750594 0.0674457 0.0688647 0.08526 0.0831156 0.0827753 0.0625968 0.0229733 0.0215786
threshold=0.30163500000000004 -0.010334999999999999 -0.014169999999999999 -0.068669999999999995 0.078065000000000009 -0.41971499999999995 0.41555500000000006 -0.077134999999999995 0.51326500000000019 0.0051600000000000005 -0.082774999999999987 -0.073774999999999993 0.06707500000000001 -0.080079999999999998 0.0047850000000000011 0.097880000000000009 0.083840000000000012 -0.086824999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 9 10 8 -7 -3 -2 -1 17 12 14 -13 -12 -15 -9 -4
right_child=5 2 4 -5 -6 6 -8 16 -10 -11 11 13 -14 15 -16 -17 -18 -19
leaf_value=0.00047628989121169176 0.00035383656630331002 0.00030032422500465394 0.00052555685801670526 0.00019609102632624339 0.00064456408334189364 0.00024729386506644582 2.1419981696336187e-05 0.00041701181921328153 0.00018981449665659799 0.00029690637016108982 0.00050677429848864188 0.00057989251025099167 0.00039764766725351074 0.00044053420838765405 0.00064131955338702826 0.00054274957320211818 0.00051116965385486317 0.00061572492061868524
leaf_weight=53 57 82 96 70 59 53 67 82 79 52 569 61 73 672 57 76 52 52
leaf_count=53 57 82 96 70 59 53 67 82 79 52 569 61 73 672 57 76 52 52
internal_value=0 0.000468853 0.000483112 0.00031131 0.0004941 0.000194576 0.000121475 0.000395708 0.000258818 0.000387788 0.000488718 0.000481947 0.00050645 0.000460732 0.000519082 0.000450967 0.000453814 0.000557476
internal_weight=0 2106 1931 175 1715 256 120 216 136 105 1656 1508 699 809 626 748 134 148
internal_count=2362 2106 1931 175 1715 256 120 216 136 105 1656 1508 699 809 626 748 134 148
is_linear=0
shrinkage=0.0032998


Tree=9702
num_leaves=18
num_cat=0
split_feature=9 2 475 16 4 51 481 50 1456 474 2 475 16 4 2 16 51
split_gain=0.0773808 0.0639306 0.0551113 0.0552943 0.0837952 0.0601338 0.0586522 0.059724 0.0584516 0.03102 0.0595526 0.0528318 0.0275517 0.0258333 0.0226244 0.00992736 0.00371605
threshold=-0.074254999999999988 0.13459500000000005 -0.0013449999999999996 0.19578000000000004 -0.15450999999999995 -0.24028999999999998 -0.08347499999999998 0.11564500000000001 -1.0000000180025095e-35 0.084755000000000011 0.087005000000000013 -0.087429999999999994 -0.4058199999999999 -0.062804999999999986 0.091250000000000012 -0.034109999999999994 -0.44792999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 16 -6 8 -8 11 -11 -2 -3 -7 -12 -14 -5
right_child=1 12 3 5 6 13 7 -9 -10 10 14 -13 15 -15 -16 -17 -18
leaf_value=-0.0027570561895010489 0.0041693208699386947 -0.0029111001317928997 0.009508268921694445 0.0026260804643482272 -0.00084173304274630357 -0.004227561295467995 0.0078571601105131995 -0.00055902400304632576 0.0036266410720133171 0.00068047854856147639 0.0092576410499867617 0.010701196658692151 0.0034481040059581311 0.00082829876527365487 0.0046195266521670449 0.00032156345340793085 0.0047514487098778996
leaf_weight=58 69 52 67 52 86 61 101 88 1222 80 53 74 53 53 74 66 53
leaf_count=58 69 52 67 52 86 61 101 88 1222 80 53 74 53 53 74 66 53
internal_value=0 0.00344995 0.00370103 0.00331957 0.00367059 0.000804558 0.00340812 0.00366842 0.00395096 0.00563913 0.00430208 0.00756202 0.000307576 -0.00186127 0.00656926 0.00172915 0.003716
internal_weight=0 2304 2133 1783 1564 219 1497 1411 1323 350 207 143 171 114 127 119 105
internal_count=2362 2304 2133 1783 1564 219 1497 1411 1323 350 207 143 171 114 127 119 105
is_linear=0
shrinkage=0.16829


Tree=9703
num_leaves=18
num_cat=0
split_feature=1 0 124 9 13 403 159 41 151 0 150 159 13 16 133 13 0
split_gain=0.0746224 0.0810726 0.0514726 0.0505437 0.0545457 0.0849137 0.0563472 0.0602578 0.0528095 0.0829452 0.0656557 0.0479392 0.030891 0.0213037 0.0210182 0.0188479 0.00575935
threshold=0.13662500000000002 -0.065794999999999979 -0.085309999999999983 0.081890000000000004 0.046185000000000004 -0.0044549999999999998 -0.021869999999999997 0.075585000000000013 -0.029339999999999995 -0.12118 0.10124000000000001 -0.085684999999999997 0.085880000000000012 0.23993500000000004 0.078935000000000019 0.17982000000000001 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 11 8 10 -10 -8 14 -7 15 16 -14 -4
right_child=1 -3 3 -5 5 12 7 -9 9 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0007614604900464928 0.0030801852789475513 -0.0051924299297147359 -0.00024380152474078956 0.008351512213414956 -0.0051830095191401767 -0.0010835043015135451 0.0041548825953327817 0.008222157434689719 -0.0014676073496148652 0.0035045050080643185 0.010484425302000949 -0.001982941278666881 0.0024992794178311691 0.00090504599117572737 0.0044199565394009155 0.0067650148228395887 0.0022216769353400273
leaf_weight=99 66 68 52 52 53 60 184 83 104 1044 63 90 61 70 100 60 53
leaf_count=99 66 68 52 52 53 60 184 83 104 1044 63 90 61 70 100 60 53
internal_value=0 -0.00110445 0.00297505 0.00314965 0.00301855 0.000927633 0.00337604 0.00380049 0.00353612 0.0030525 0.00577657 0.00124341 0.00222509 0.00327384 0.00266862 0.00462937 0.000983568
internal_weight=0 134 2228 2129 2077 304 1773 1478 1395 1148 247 295 251 191 205 121 105
internal_count=2362 134 2228 2129 2077 304 1773 1478 1395 1148 247 295 251 191 205 121 105
is_linear=0
shrinkage=0.16829


Tree=9704
num_leaves=26
num_cat=0
split_feature=43 31 43 160 52 43 42 42 42 123 160 43 43 4 52 52 2 50 159 160 4 2 52 42 2
split_gain=0.0643249 0.0648596 0.0564649 0.0547638 0.0789082 0.0670422 0.0348386 0.074049 0.0570863 0.0463275 0.0313978 0.0530542 0.065268 0.0366709 0.0311799 0.0633111 0.0485836 0.0771435 0.0326995 0.0315218 0.0274611 0.017285 0.0263671 0.0207576 0.0112942
threshold=-0.15924499999999997 -0.018414999999999997 -0.26568499999999995 -0.082384999999999986 0.0033500000000000005 -0.081324999999999995 0.085445000000000007 0.077855000000000021 0.083925000000000013 0.084995000000000015 -0.0039899999999999988 0.053790000000000011 0.070325000000000013 -0.012089999999999998 -0.080064999999999983 -0.088204999999999992 0.084535000000000013 0.077805000000000013 0.08457000000000002 1.0000000180025095e-35 -0.081289999999999987 0.10054500000000001 0.12492500000000002 0.088285000000000016 0.088300000000000003
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=2 -2 24 4 5 -3 7 14 -9 10 13 20 -13 -8 15 19 17 -16 -18 -5 -12 22 -6 -24 -1
right_child=1 3 -4 6 21 -7 9 8 -10 -11 11 12 -14 -15 16 -17 18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=-0.00040434960508472584 -0.0030069160458977991 0.0040508183266658128 -0.0050568732906176436 0.00068313614179893217 -0.0013402116765234588 0.011222547232525169 -0.0041165478390216195 0.010397743335044759 0.0034816834261350723 -0.003535919131233474 0.006706134279635431 -0.0053044169946952525 0.0030788518732640553 0.0020801611593777073 0.0075674869103021201 -0.0044890159927533603 0.0013640960631172534 0.00081792579103965929 0.0058435051581917146 0.0050204792994319961 0.0026071839967514924 0.0049896640406295045 0.0050950831828625309 0.001179935327047042 0.0028836453697779901
leaf_weight=55 58 78 59 156 52 72 52 60 80 52 55 52 53 56 130 52 379 77 53 69 322 71 73 84 62
leaf_count=55 58 78 59 156 52 72 52 60 80 52 55 52 53 56 130 52 379 77 53 69 322 71 73 84 62
internal_value=0 0.00253104 -0.000805732 0.00268282 0.00438374 0.00750523 0.00225103 0.00284677 0.00645854 0.00126832 0.00169479 0.00227696 -0.00105575 -0.000886804 0.00229279 0.000792612 0.00294028 0.00506546 0.00191781 0.00202124 0.00320994 0.0027051 0.00192041 0.0030118 0.00132265
internal_weight=0 2186 176 2128 430 150 1698 1056 140 642 590 482 105 108 916 277 639 207 432 225 377 280 209 157 117
internal_count=2362 2186 176 2128 430 150 1698 1056 140 642 590 482 105 108 916 277 639 207 432 225 377 280 209 157 117
is_linear=0
shrinkage=0.16829


Tree=9705
num_leaves=22
num_cat=0
split_feature=3 3 42 0 151 160 16 3 42 3 133 475 16 3 0 51 49 16 483 16 42
split_gain=2.40605 1.02735 0.371959 0.299241 0.253476 0.219008 0.207643 0.140387 0.269683 0.125595 0.102496 0.072147 0.0553077 0.0956258 0.210937 0.0484229 0.0403926 0.0329058 0.0278863 0.0315202 0.0275663
threshold=-0.06340999999999998 0.30835000000000007 0.093045000000000003 -0.071844999999999978 1.0000000180025095e-35 -0.060309999999999996 -0.079929999999999987 0.0045450000000000013 -0.0043149999999999994 0.10632000000000001 0.022390000000000004 -0.071179999999999979 -0.4714549999999999 -0.12595999999999999 -0.10023499999999998 -0.070154999999999981 0.10470500000000001 -0.014754999999999999 -0.073589999999999989 -0.020464999999999997 0.09087000000000002
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 4 12 7 -5 -7 8 -2 15 -4 -8 -1 -14 -15 -9 18 -13 -16 -20 -19
right_child=1 -3 10 5 -6 6 11 9 -10 -11 -12 17 13 14 16 -17 -18 20 19 -21 -22
leaf_value=0.0006611291668483253 0.00069238034338839122 0.00018820505880164247 0.00028765227851754085 0.00049362933226421287 0.00038926482081799648 0.00050275671598571411 0.00084683023119520341 0.00068177864726374083 0.00043997873815662008 0.00059589433145038442 0.0004822538586941108 0.00076270248070096946 0.00089451423881509043 0.00057002197552998208 0.00084336908747177782 0.00082187801868548324 0.00068420593460456281 0.00071135194171727397 0.0007847476336303586 0.00074016004780349111 0.00060779210529997654
leaf_weight=60 91 96 55 73 55 52 52 53 96 93 67 79 65 61 75 67 61 86 676 284 52
leaf_count=60 91 96 55 73 55 52 52 53 96 93 67 79 65 61 75 67 61 86 676 284 52
internal_value=0 0.000504835 0.000557454 0.000738626 0.000600986 0.000658438 0.000695808 0.000630009 0.000562994 0.000688679 0.000394812 0.000732996 0.000763243 0.000768228 0.000761103 0.000760294 0.000771706 0.000705555 0.000776829 0.000771594 0.000672585
internal_weight=0 673 577 1676 455 394 321 400 187 213 122 269 1282 1222 1157 120 1096 217 1035 960 138
internal_count=2349 673 577 1676 455 394 321 400 187 213 122 269 1282 1222 1157 120 1096 217 1035 960 138
is_linear=0
shrinkage=0.0032998


Tree=9706
num_leaves=26
num_cat=0
split_feature=1 1 12 3 16 3 13 39 16 2 3 160 160 1 0 0 12 52 0 3 43 51 13 3 13
split_gain=6.17322 1.22946 0.836426 0.553286 0.565237 0.401697 0.27592 0.27572 0.263327 0.212159 0.151768 0.148134 0.232531 0.137385 0.09938 0.17615 0.104146 0.0940391 0.0915249 0.088395 0.0595169 0.0560088 0.0421156 0.0387354 0.0350298
threshold=0.11810000000000001 0.089710000000000026 0.085090000000000013 0.30112000000000005 -0.38959499999999997 -0.0083149999999999977 -1.0000000180025095e-35 0.085345000000000018 0.51222500000000004 0.12358500000000001 -0.094679999999999986 -0.015394999999999997 -0.082539999999999988 0.079865000000000019 -0.12608499999999997 -0.098179999999999976 0.094955000000000025 -0.023474999999999996 -0.085669999999999982 -0.08397499999999998 -0.079689999999999983 -0.025359999999999997 -0.0044799999999999987 -0.083654999999999993 -0.068549999999999986
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=1 9 5 4 -2 -3 -7 -6 10 11 -4 12 13 18 -13 -16 21 -14 23 -20 -12 -17 -18 -1 -22
right_child=3 2 8 -5 7 6 -8 -9 -10 -11 20 14 17 -15 15 16 22 -19 19 -21 24 -23 -24 -25 -26
leaf_value=0.00094940491403515609 0.00015657874003616306 0.00034839878947418132 0.00058850012721116374 2.7914166932635349e-05 0.00065471197426445306 0.00046351532427457622 0.00073282727562129968 0.00033041446532234767 0.00099178160144349522 0.00063916838727721471 0.00067898092283516097 0.0010026229739839865 0.0005687788530392249 0.0010071444995790664 0.00069649154819045747 0.0009984765442930389 0.00076713301428629884 0.0007627244753436208 0.00065791429891963167 0.00084600604820913498 0.0008626148510585093 0.00089013866204488295 0.00087784453260368774 0.00082692073828307061 0.00075881193577682839
leaf_weight=56 85 88 59 74 65 71 103 52 55 52 52 69 52 53 62 63 113 63 60 55 84 641 67 76 79
leaf_count=56 85 88 59 74 65 71 103 52 55 52 52 69 52 53 62 63 113 63 60 55 84 641 67 76 79
internal_value=0 0.000798061 0.000670523 0.00027253 0.000361968 0.000530994 0.000623138 0.000510881 0.00078153 0.000848898 0.000739197 0.0008565 0.000802978 0.000851791 0.000878349 0.000869247 0.000881324 0.000675334 0.000818314 0.000748178 0.000780387 0.000899884 0.000808538 0.000879151 0.000812522
internal_weight=0 2073 591 276 202 262 174 117 329 1482 274 1430 415 300 1015 946 884 115 247 115 215 704 180 132 163
internal_count=2349 2073 591 276 202 262 174 117 329 1482 274 1430 415 300 1015 946 884 115 247 115 215 704 180 132 163
is_linear=0
shrinkage=0.0032998


Tree=9707
num_leaves=14
num_cat=0
split_feature=1 1 124 0 2 2 16 1 12 12 43 151 0
split_gain=5.42157 0.810965 0.79316 0.300214 0.2415 0.399309 0.228374 0.348404 0.205721 0.175653 0.155948 0.115684 0.127144
threshold=0.10808500000000001 0.12337000000000002 -0.076779999999999987 -0.11912999999999999 0.13733000000000004 -1.0000000180025095e-35 0.52822500000000006 0.098420000000000021 0.11769500000000001 0.085090000000000013 -0.16205499999999998 -0.14608999999999997 -0.099329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -3 7 8 10 -5 -4 -12 -13
right_child=1 4 6 9 -6 -7 -8 -9 -10 -11 11 12 -14
leaf_value=0.00051025129753639047 0.00037292015253405218 0.00016117428411195576 0.00069596754928560466 0.0004921851434224869 0.00012458779061670882 0.00053999602620762575 0.0010043696516726381 0.00061678744795170756 0.00061319895047841333 0.0007394599383096054 0.00098644895119894081 0.00074340196096068698 0.00083799772831677922
leaf_weight=101 80 63 102 57 99 59 66 103 54 73 53 185 1254
leaf_count=101 80 63 102 57 99 59 66 103 54 73 53 185 1254
internal_value=0 0.000386062 0.000795809 0.000533044 0.000246237 0.000344664 0.000811662 0.000804379 0.000816082 0.00063131 0.000822933 0.000831589 0.000825861
internal_weight=0 431 1918 210 221 122 1817 1751 1648 130 1594 1492 1439
internal_count=2349 431 1918 210 221 122 1817 1751 1648 130 1594 1492 1439
is_linear=0
shrinkage=0.0032998


Tree=9708
num_leaves=13
num_cat=0
split_feature=2 3 0 3 3 1420 475 15 15 50 3 15
split_gain=0.122226 0.0808834 0.0936049 0.160404 0.0751394 0.0520243 0.0535977 0.0989833 0.0431701 0.0305232 0.0423466 0.0269354
threshold=0.14823500000000003 -0.23303499999999996 -0.014334999999999999 -0.031844999999999991 0.30835000000000007 -0.052439999999999994 -0.052309999999999988 -0.011859999999999997 -0.054259999999999996 0.10583000000000002 0.021805000000000001 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 -7 10 -8 -11
right_child=-2 2 3 -5 -6 6 9 -9 -10 11 -12 -13
leaf_value=0.0080809575809712934 -0.003115031744610535 0.008330180603227778 -0.0071631825317241679 0.0038622910778311537 -0.0028747806934343056 -0.00016864607414570964 0.002898146592872324 -0.0042829654480413103 0.0060254915373960305 0.0040492587282193035 0.0059930244680921714 0.0086774045433208394
leaf_weight=85 97 56 70 80 58 55 1395 76 74 109 139 55
leaf_count=85 97 56 70 80 58 55 1395 76 74 109 139 55
internal_value=0 0.00297747 0.00277646 -0.00127095 0.00307835 0.00325552 0.00310524 0.00052445 0.00337065 0.00341576 0.00317975 0.00561234
internal_weight=0 2252 2167 150 2017 1959 1903 205 129 1698 1534 164
internal_count=2349 2252 2167 150 2017 1959 1903 205 129 1698 1534 164
is_linear=0
shrinkage=0.16829


Tree=9709
num_leaves=30
num_cat=0
split_feature=1 3 47 3 1 42 39 15 403 132 124 1 50 1429 3 43 43 15 47 157 3 49 3 42 49 52 43 1212 43
split_gain=7.07906 1.56404 0.725911 0.640259 0.373435 0.315989 0.308701 0.238198 0.321373 0.209841 0.169685 0.151277 0.141887 0.12087 0.110756 0.113191 0.125502 0.105151 0.0803578 0.0777638 0.0764745 0.108664 0.106514 0.0586415 0.0574803 0.0341912 0.0267792 0.0214607 0.045611
threshold=0.10808500000000001 0.31534000000000006 0.085770000000000027 -0.072579999999999992 0.089625000000000024 0.11159000000000001 0.087880000000000014 0.082725000000000007 -0.088079999999999978 0.086775000000000005 -0.081719999999999987 0.11869500000000001 1.0000000180025095e-35 0.084485000000000018 -0.11128999999999999 -0.022549999999999997 0.0039500000000000013 -0.10312999999999999 0.12282000000000001 -0.0066899999999999989 0.091170000000000015 0.092625000000000013 -0.025669999999999995 -0.084949999999999984 -1.0000000180025095e-35 0.083750000000000005 0.070325000000000013 -0.04353499999999999 -0.011764999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 5 20 11 8 -1 12 -6 -2 13 17 -9 23 27 -10 -4 -14 21 22 -5 -16 -12 -25 -18 -17 -29
right_child=1 -3 18 4 10 -7 -8 14 9 -11 24 -13 19 -15 15 16 26 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30
leaf_value=0.00041726271428388855 0.00036261321164535209 -0.00025867503607813358 0.00059678473797570631 0.00066967989428381547 0.00030351675779674987 0.00040450242395694062 4.059547524039022e-05 0.00088217171806772687 0.00075466940036004863 0.00047769653712557752 0.00043108883313231421 0.00015138578328787521 0.0007182028229799904 0.00081102395053760069 0.00074595068975522863 0.00087641843195074905 0.00065788904125074234 0.00062267852568688475 0.00041554747542800545 0.00087572055148253387 0.00057181910851494334 0.00060090542180835798 0.00086268874777885264 0.00057385087586879534 0.00057877296074065985 0.00068091824781466828 0.00075287028769046194 0.00087491141829414826 0.00075859283097030005
leaf_weight=55 94 68 57 61 61 53 96 63 86 52 52 62 81 60 85 59 99 333 54 66 52 61 70 66 73 81 61 60 128
leaf_count=55 94 68 57 61 61 53 96 63 86 52 52 62 81 60 85 59 99 333 54 66 52 61 70 66 73 81 61 60 128
internal_value=0 0.000200327 0.000286408 0.00066846 0.000564173 0.000637064 0.000188251 0.000703537 0.000661512 0.000681273 0.000447592 0.00027889 0.000698128 0.000670116 0.000747368 0.000734022 0.000767814 0.000649854 0.000508933 0.000789165 0.000687435 0.000718564 0.000773083 0.00067459 0.000517618 0.000633087 0.000694321 0.000815278 0.000795903
internal_weight=0 431 363 1918 483 297 252 1435 733 678 186 156 626 479 702 639 407 419 111 147 244 192 131 232 125 147 160 247 188
internal_count=2349 431 363 1918 483 297 252 1435 733 678 186 156 626 479 702 639 407 419 111 147 244 192 131 232 125 147 160 247 188
is_linear=0
shrinkage=0.0032998


Tree=9710
num_leaves=11
num_cat=0
split_feature=40 480 481 0 16 16 51 51 15 0
split_gain=0.0889829 0.0638748 0.0681285 0.0552484 0.0440459 0.087837 0.0598081 0.0606359 0.0378294 0.0277841
threshold=0.051255000000000002 -0.068944999999999992 -0.084999999999999992 0.14486500000000005 0.31615500000000002 0.21684500000000004 -0.095144999999999993 -0.085574999999999984 -1.0000000180025095e-35 -0.061654999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 9 -6
right_child=-2 2 3 -5 8 -7 7 -9 -10 -11
leaf_value=0.00860792166304419 -0.0035269111178339568 0.0077491601224421985 -0.0019074413202765617 0.0084143660717234548 0.001400411779978263 -0.002591584418542531 0.0086970327998466025 0.0029483344127287591 0.0085516658101387911 0.006189313104729764
leaf_weight=66 53 93 69 54 74 85 54 1666 68 66
leaf_count=66 53 93 69 54 74 85 54 1666 68 66
internal_value=0 0.00343157 0.0032775 0.00308196 0.00294279 0.00268296 0.00293457 0.00312986 0.00527515 0.00367087
internal_weight=0 2295 2229 2136 2082 1874 1789 1720 208 140
internal_count=2348 2295 2229 2136 2082 1874 1789 1720 208 140
is_linear=0
shrinkage=0.16829


Tree=9711
num_leaves=21
num_cat=0
split_feature=40 0 11 52 1 1 12 52 1 1456 51 457 2 1 159 52 2 2 1 0
split_gain=0.0616253 0.0516402 0.0873492 0.0540925 0.050786 0.0797954 0.0732673 0.0822061 0.0694793 0.0635689 0.0519326 0.050054 0.0662075 0.0605275 0.049133 0.035498 0.0352461 0.0314101 0.0266347 0.0474158
threshold=0.051255000000000002 -0.097604999999999983 1.0000000180025095e-35 0.0085900000000000021 0.10439500000000002 0.11189500000000001 0.083785000000000012 -0.011954999999999999 0.096575000000000008 -0.14418499999999998 -0.090859999999999982 0.084040000000000017 0.090790000000000023 0.10713500000000002 0.0055900000000000004 -0.11333999999999998 0.093595000000000025 0.10836000000000003 0.12072500000000001 -0.034179999999999995
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 2 3 11 6 -6 7 15 9 -8 17 12 -1 -14 -12 -3 -5 -11 -7 -20
right_child=-2 4 -4 16 5 18 8 -9 -10 10 14 -13 13 -15 -16 -17 -18 -19 19 -21
leaf_value=0.0039308903235698326 -0.0029333681452150834 0.0066360395313081527 0.0065768607321686446 -0.0059201333988625638 -0.0031913325190181781 0.0055878645787281103 -0.0027819369040443364 0.010847743966980751 0.0089357912322962606 -0.0032411076438561112 0.0031616768233240565 0.0056925194256556974 -0.0050616252354317463 0.001788705556106765 0.0068289350723403936 0.00051528056887291472 0 0.0025488174735258519 -0.00075887041553739933 0.0053217806947348355
leaf_weight=93 53 57 76 53 82 73 52 81 58 53 971 65 77 69 117 52 62 53 91 60
leaf_count=93 53 57 76 53 82 73 52 81 58 53 971 65 77 69 117 52 62 53 91 60
internal_value=0 0.00285473 0.00132634 0.000369695 0.00327404 0.0012898 0.00367925 0.00677531 0.00322676 0.00295957 0.00321112 0.00154954 0.000415265 -0.00181183 0.00355769 0.00373253 -0.00273356 -0.000329196 0.00293823 0.00164538
internal_weight=0 2295 495 419 1800 306 1494 190 1304 1246 1194 304 239 146 1088 109 115 106 224 151
internal_count=2348 2295 495 419 1800 306 1494 190 1304 1246 1194 304 239 146 1088 109 115 106 224 151
is_linear=0
shrinkage=0.16829


Tree=9712
num_leaves=17
num_cat=0
split_feature=1 16 47 14 14 1 39 0 49 1 49 2 157 157 51 1
split_gain=3.3272 0.957699 0.421858 0.379282 0.29497 0.316398 0.246565 0.177586 0.392147 0.179127 0.166462 0.146953 0.0966502 0.106438 0.102958 0.027027
threshold=0.10538500000000002 0.26391000000000003 0.078345000000000012 0.054835000000000009 -0.22253999999999999 0.13662500000000002 0.081875000000000017 -0.10023499999999998 0.047620000000000003 0.085720000000000005 -0.0019649999999999997 0.12358500000000001 -0.089089999999999989 -0.081109999999999988 0.10906 0.11239500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 10 7 8 9 -1 15 12 -9 -14 -15 -6
right_child=1 -3 -4 -5 5 -7 -8 11 -10 -11 -12 -13 13 14 -16 -17
leaf_value=0.00058294636105792454 0.00043972208892197609 0.0006713489130642517 0.00048172064700330661 0.00089884509564138501 0.00039603478450745365 -4.9289689257510171e-06 0.00048669617983564459 0.0007902248686125756 0.00077480386461608632 0.00033592270098577957 0.00014274036997384955 0.00049511946258570599 0.00055961992044691576 0.00068392191309231789 0.00053080467328601327 0.00028591516408122065
leaf_weight=64 60 86 95 69 52 71 99 80 64 66 84 52 93 1208 52 53
leaf_count=64 60 86 95 69 52 71 99 80 64 66 84 52 93 1208 52 53
internal_value=0 0.000354114 0.000288289 0.000657485 0.000230754 0.000182395 0.000648099 0.000657595 0.000562564 0.000457805 0.000252952 0.000669986 0.000676307 0.000669545 0.000677631 0.000340786
internal_weight=0 501 415 1847 320 260 1778 1679 194 130 189 1485 1433 1353 1260 105
internal_count=2348 501 415 1847 320 260 1778 1679 194 130 189 1485 1433 1353 1260 105
is_linear=0
shrinkage=0.0032998


Tree=9713
num_leaves=14
num_cat=0
split_feature=30 149 39 43 12 13 13 15 15 12 0 43 42
split_gain=0.0687109 0.072552 0.0507199 0.0484469 0.0650686 0.0565843 0.0510828 0.0556928 0.0624437 0.0693048 0.030151 0.029643 0.0576229
threshold=0.086065000000000016 0.077335000000000015 0.11233000000000001 0.033005000000000007 0.082295000000000021 -0.044684999999999996 -0.16152999999999998 -0.37478999999999996 -0.14820999999999998 -0.011819999999999999 -0.081344999999999987 0.15737500000000001 0.10354000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 11 -1 -8 -9 -10 -7 12 -6
right_child=-2 -3 -4 4 5 10 7 8 9 -11 -12 -13 -14
leaf_value=-0.001716819496569273 -0.0030421241030359329 0.0085978214820408034 -0.0023763255449355107 0.0097771086586462067 -0.004077888548374934 0.0095001865415629046 -0.0018978284858998395 0.0076941745643620022 -0.0013608238405842935 0.0029505586863144248 0.0039511654898713687 0.0047094755107503572 0.0036688781461417324
leaf_weight=78 57 61 54 59 52 52 72 73 113 1500 63 57 57
leaf_count=78 57 61 54 59 52 52 72 73 113 1500 63 57 57
internal_value=0 0.00285824 0.00270043 0.00282724 0.0046785 0.00360157 0.00248344 0.00267082 0.00286699 0.00264741 0.00647591 0.00159949 -1.03446e-05
internal_weight=0 2291 2230 2176 340 281 1836 1758 1686 1613 115 166 109
internal_count=2348 2291 2230 2176 340 281 1836 1758 1686 1613 115 166 109
is_linear=0
shrinkage=0.16829


Tree=9714
num_leaves=21
num_cat=0
split_feature=4 1447 15 401 1212 43 4 159 12 52 15 159 15 15 15 52 15 43 15 155
split_gain=0.0537299 0.0466286 0.0834031 0.0523381 0.0499715 0.13053 0.0436892 0.0569935 0.0460253 0.0388937 0.0441493 0.0839435 0.050186 0.0537095 0.0476191 0.0272776 0.0251089 0.0248903 0.011942 0.00545699
threshold=0.26900000000000007 -0.070404999999999981 -0.0070899999999999991 0.091505000000000017 0.089995000000000019 -0.0077799999999999996 0.41939500000000002 0.10607000000000001 -0.077034999999999978 -0.53937999999999986 -0.086599999999999996 0.082585000000000006 0.0056700000000000006 -0.0073899999999999999 0.091230000000000019 -0.089014999999999983 0.088795000000000013 -0.011369999999999998 -0.10165999999999999 0.11245500000000001
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 2 -1 4 9 -6 18 8 -8 19 11 15 13 -12 -14 -11 -4 -5 -2 -3
right_child=6 3 16 17 5 -7 7 -9 -10 10 12 -13 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00066048456011870568 -0.0044824905538927715 0.0041258643781927722 0.010532779571962131 0.0082507794622847259 -0.0070235351788522377 0.0034331948013381808 0.0074878656199462799 -0.0028383610786275812 0.00059050862804758313 0.0057993466928556595 0.0014453298285212308 0.0085523536158817505 0.004018050771726487 -0.0022397359982247672 0.00088643145586974898 0.0016568986848069893 0.0054764591783322937 0.003582102376898886 -0.00084260278277555002 0.0065682634958064831
leaf_weight=75 52 63 55 55 59 79 53 52 58 55 378 78 312 159 249 264 61 84 53 54
leaf_count=75 52 63 55 55 59 79 53 52 58 55 378 78 312 159 249 264 61 84 53 54
internal_value=0 0.00254656 0.00506019 0.00229145 0.00204015 -0.00102442 8.10065e-06 0.00173934 0.00390003 0.00230362 0.00207038 0.00359461 0.00151764 0.000350875 0.00263128 0.00237675 0.00788934 0.00544235 -0.00266232 0.00526848
internal_weight=0 2080 191 1889 1750 138 268 163 111 1612 1495 397 1098 537 561 319 116 139 105 117
internal_count=2348 2080 191 1889 1750 138 268 163 111 1612 1495 397 1098 537 561 319 116 139 105 117
is_linear=0
shrinkage=0.16829


Tree=9715
num_leaves=22
num_cat=0
split_feature=1 4 12 3 1 4 1 16 12 4 4 403 49 13 43 151 0 12 3 16 3
split_gain=4.16152 0.546091 0.486444 0.340231 0.321021 0.243526 0.197288 0.170154 0.157948 0.149654 0.120236 0.147242 0.114829 0.0949225 0.11618 0.0904748 0.167118 0.0815534 0.0571354 0.0420492 0.0373801
threshold=0.10892500000000001 0.27044500000000005 0.077755000000000005 -0.036004999999999988 0.092655000000000015 -0.0090299999999999981 0.13052500000000003 -0.019164999999999998 0.11769500000000001 -0.082634999999999986 -0.079614999999999977 -0.015054999999999997 -0.0073549999999999996 0.09610500000000001 -0.12584499999999996 -0.088054999999999981 -0.11208499999999998 0.095330000000000012 -0.086049999999999988 -0.064539999999999986 -0.087244999999999975
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=2 3 4 -2 7 -6 -3 -1 9 13 11 -11 -5 14 -4 20 -17 -18 19 -16 -12
right_child=1 6 8 12 5 -7 -8 -9 -10 10 15 -13 -14 -15 18 16 17 -19 -20 -21 -22
leaf_value=0.00060956041692018369 0.00064410885349128894 0.00036145407252567425 0.000999360254138929 0.00025723440557736131 0.00066177578763758501 0.00039393509473970164 0.00015034026025509948 0.00081989585735412461 0.000606402955175452 0.00058748778251256682 0.00061156554893817302 0.00079622911849283281 0.00046969832394207694 0.00072502092320624869 0.00081990507926921988 0.00096269912503263108 0.00079197211779188904 0.00071756151316897522 0.00073715619474019705 0.00092991762583605273 0.00074256121873084418
leaf_weight=78 92 92 56 52 69 82 103 96 64 95 53 63 62 74 122 54 585 240 61 66 53
leaf_count=78 92 92 56 52 69 82 103 96 64 95 53 63 62 74 122 54 585 240 61 66 53
internal_value=0 0.000375649 0.000745592 0.000494301 0.000628697 0.000516559 0.000250123 0.00072581 0.000769524 0.00077636 0.000757181 0.000670943 0.000373094 0.000834106 0.000860457 0.000770979 0.000782224 0.000770368 0.000829076 0.000858714 0.000677396
internal_weight=0 401 1911 206 325 151 195 174 1586 1522 1143 158 114 379 305 985 879 825 249 188 106
internal_count=2312 401 1911 206 325 151 195 174 1586 1522 1143 158 114 379 305 985 879 825 249 188 106
is_linear=0
shrinkage=0.0032998


Tree=9716
num_leaves=28
num_cat=0
split_feature=1 3 4 3 3 2 3 2 1212 4 16 1 4 4 2 2 131 48 3 159 2 2 1212 403 16 133 16
split_gain=3.05087 0.967885 0.536728 0.490057 0.451204 0.192228 0.179316 0.173401 0.131135 0.130628 0.0807726 0.0862559 0.0771325 0.0801118 0.0736678 0.0549255 0.0608102 0.0547389 0.0720781 0.062374 0.0846484 0.0489454 0.0443339 0.0768492 0.0386924 0.0296224 0.0202763
threshold=0.098370000000000027 -0.036844999999999996 0.36766000000000004 0.077930000000000013 0.30112000000000005 0.094835000000000017 0.085315000000000016 0.12228000000000001 0.086310000000000012 0.25472500000000003 0.16984500000000002 0.091485000000000025 -0.084824999999999984 -0.080344999999999986 0.12358500000000001 0.10222000000000002 0.091295000000000015 0.088580000000000006 -0.029309999999999996 -1.0000000180025095e-35 0.10136500000000002 -1.0000000180025095e-35 0.10321500000000002 -0.085534999999999986 -0.055679999999999993 1.0000000180025095e-35 0.21684500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 15 7 9 6 8 21 10 -5 11 12 25 -14 17 16 -2 18 19 -7 -21 -3 23 -10 -13 -1 -22
right_child=1 3 -4 4 -6 14 -8 -9 22 -11 -12 24 13 -15 -16 -17 -18 -19 -20 20 26 -23 -24 -25 -26 -27 -28
leaf_value=0.00078479783709667545 0.00083151137817540121 0.00021038541355056093 0.00036703479432807664 0.00071435619443720644 0.00027022416253946161 0.00077407959868187675 0.00057329220979148213 4.9457027184146648e-05 0.00096660854498344378 0.00048037291811919511 0.00061315302320350093 0.00059348300229622236 0.00067687067996057362 0.00076378465223965225 0.00054641661356317898 0.00062622654017074821 0.00067206235712121483 0.00059691106089580835 0.00081480323310912262 0.00055723120387551493 0.00074110161052127587 0.00035216366730965042 0.00076737204978131644 0.00079475938130959785 0.00072275575322123403 0.00088218141022295045 0.00064967599213168416
leaf_weight=96 60 55 69 53 82 61 63 52 58 54 54 55 159 532 52 57 53 72 54 73 73 55 72 64 57 69 58
leaf_count=96 60 55 69 53 82 61 63 52 58 54 54 55 159 532 52 57 53 72 54 73 73 55 72 64 57 69 58
internal_value=0 0.000451388 0.00061354 0.000340876 0.000455184 0.000726527 0.000747275 0.000207299 0.00075626 0.0005966 0.000741025 0.000748122 0.000759664 0.000743837 0.000666547 0.000713384 0.000757037 0.000682433 0.000701626 0.00067843 0.000649657 0.000281595 0.000836336 0.000876747 0.000659588 0.000825735 0.000700892
internal_weight=0 590 239 351 189 1722 1279 162 1216 107 1022 968 856 691 443 170 113 391 319 265 204 110 194 122 112 165 131
internal_count=2312 590 239 351 189 1722 1279 162 1216 107 1022 968 856 691 443 170 113 391 319 265 204 110 194 122 112 165 131
is_linear=0
shrinkage=0.0032998


Tree=9717
num_leaves=23
num_cat=0
split_feature=1 12 3 4 4 14 1 47 12 2 12 4 1 47 1429 2 4 12 16 16 1 2
split_gain=5.734 1.2514 0.881102 0.734984 0.696773 0.656083 0.366208 0.316492 0.250606 0.182987 0.125676 0.102905 0.149525 0.09612 0.112791 0.12561 0.0911326 0.0893488 0.08102 0.0545369 0.0453577 0.0395562
threshold=0.109225 0.077755000000000005 -0.036004999999999988 0.36766000000000004 -0.030434999999999993 0.054835000000000009 0.096035000000000023 0.09717000000000002 -0.007389999999999999 0.13443000000000002 0.092900000000000024 0.053255000000000004 0.096860000000000016 0.081320000000000017 0.085090000000000013 0.096425000000000025 -0.088004999999999986 -0.074254999999999988 -0.095229999999999995 0.15454000000000004 0.091785000000000019 0.084045000000000022
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 4 3 -2 19 10 8 9 -6 17 13 12 16 14 15 18 -12 -4 -3 -1 -18 -15
right_child=2 5 7 -5 6 -7 -8 -9 -10 -11 11 -13 -14 21 -16 -17 20 -19 -20 -21 -22 -23
leaf_value=0.00079545643362962379 0.0007923966098454593 0.00079560145210771861 0.00021811068738045549 0.00031681527839363971 0.00080317906693585974 0.0012507638613147157 0.00039196495150291294 0.00050551261383372545 0.0005090869693808247 9.636894676258296e-05 0.00069934122615987319 0.00072308041123927361 0.0010077487765464315 0.00092204394819548252 0.0010244877616623772 0.00073020340900328503 0.00086692739816891242 0.000406095953474991 0.0008978597157035821 0.00094995290510382414 0.00075478776550796532 0.0010607997780241268
leaf_weight=53 92 104 60 58 69 52 91 56 60 76 56 87 59 52 60 65 260 53 687 57 53 52
leaf_count=53 92 104 60 58 69 52 91 56 60 76 56 87 59 52 60 65 260 53 687 57 53 52
internal_value=0 0.00084616 0.000409353 0.00060874 0.000660851 0.000884671 0.000553199 0.000287135 0.000666665 0.000222245 0.000872246 0.00082927 0.000850773 0.00089391 0.000882762 0.000872787 0.000825578 0.000306593 0.000884459 0.000875834 0.000848051 0.000991761
internal_weight=0 1917 395 150 330 1587 220 245 129 189 1535 515 428 1020 916 856 369 113 791 110 313 104
internal_count=2312 1917 395 150 330 1587 220 245 129 189 1535 515 428 1020 916 856 369 113 791 110 313 104
is_linear=0
shrinkage=0.0032998


Tree=9718
num_leaves=18
num_cat=0
split_feature=448 13 13 3 13 13 1 15 3 3 3 12 49 12 12 1 3
split_gain=0.0756259 0.0727743 0.114781 0.0733043 0.0621073 0.0703896 0.0486535 0.0385267 0.0757721 0.0481171 0.0474921 0.0474043 0.0394988 0.0359989 0.0341205 0.0288707 0.021346
threshold=-0.049344999999999993 0.10637500000000001 0.065195000000000017 -0.12077499999999998 -0.089024999999999979 -0.09219999999999999 0.090485000000000024 -0.094449999999999992 -0.069999999999999993 -0.082064999999999985 -0.086049999999999988 0.09334000000000002 1.0000000180025095e-35 -0.040564999999999997 0.087515000000000023 0.089875000000000024 -0.080564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 16 8 -6 10 -9 -11 -10 -8 -3 -16 -5
right_child=1 14 -4 4 7 -7 13 9 12 11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.00082913344901493755 0.0084317698473098234 -0.0027785560675374528 0.010253533090446368 0.0023713464640764746 0.0060038912284319347 -0.0031360402651594631 0.0032557863422245418 0.0047620531700204565 -0.0022968258039886748 0.0066976962433850451 0.0016807212151176293 0.0038216655130393772 0.002872169218606399 -0.002916039934142709 0.0043268541166842887 -0.00076528576512790969 0.0066751803185728523
leaf_weight=98 99 55 86 56 99 70 54 327 89 400 254 280 79 53 76 53 84
leaf_count=98 99 55 86 56 99 70 54 327 89 400 254 280 79 53 76 53 84
internal_value=0 0.00393322 0.00422388 0.00395622 0.00371509 0.0015623 0.00290109 0.00416053 0.00231037 0.00455086 0.00341806 0.00551609 0.000123139 0.000181923 0.000716669 0.00222081 0.00496648
internal_weight=0 2214 2030 1944 1845 317 247 1528 267 1261 581 680 168 107 184 129 140
internal_count=2312 2214 2030 1944 1845 317 247 1528 267 1261 581 680 168 107 184 129 140
is_linear=0
shrinkage=0.16829


Tree=9719
num_leaves=22
num_cat=0
split_feature=12 15 12 14 3 12 14 15 12 15 15 48 1212 1211 1212 50 3 50 12 52 52
split_gain=1.55284 0.403344 0.330514 0.317761 0.280755 0.288502 0.253937 0.187692 0.154664 0.0860033 0.0750797 0.0717582 0.0608865 0.0812591 0.0757625 0.0660008 0.0724748 0.0593658 0.0231511 0.0166733 0.0158417
threshold=0.077755000000000005 -0.25061999999999995 0.12701500000000002 0.076175000000000007 0.11372500000000001 -0.077034999999999978 -0.10708499999999999 -1.0000000180025095e-35 0.10031500000000002 -0.088184999999999986 -0.091734999999999983 0.091840000000000019 0.089785000000000018 1.0000000180025095e-35 0.098205000000000015 0.089465000000000017 -0.15002999999999997 0.10786000000000001 0.10411000000000002 0.026115000000000003 -0.0065299999999999993
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 6 3 8 5 9 -1 20 12 -3 -10 -6 13 15 -14 16 -2 -17 -12 -20 -7
right_child=2 4 -4 -5 11 7 -8 -9 10 -11 18 -13 14 -15 -16 17 -18 -19 19 -21 -22
leaf_value=0.0004077364106628985 0.00046366509118553849 0.0004420581226526091 0.00035362722191323195 0.00084775502691307209 0.00019658087291575801 0.00050964382823758924 0.00011309722076327579 0.00066828850438102952 0.00040364402252712186 0.00027817237953516895 0.00048808683736011212 0.00037214576680174558 0.00076941748470967452 0.00046411112112775075 0.00060182351975655456 0.00070405326889506523 0.00059373704988011609 0.00059478849484391851 0.00053395715870153742 0.00061576593245015214 0.00042545192608503687
leaf_weight=53 52 77 65 53 52 59 81 95 57 67 67 52 53 53 75 118 876 114 79 57 57
leaf_count=53 52 77 65 53 52 59 81 95 57 67 67 52 53 53 75 118 876 114 79 57 57
internal_value=0 0.00038973 0.000585778 0.00059488 0.000436314 0.000480631 0.000229897 0.000558662 0.000586487 0.00036605 0.00051191 0.000284702 0.00060092 0.000593444 0.000671493 0.000599323 0.000586486 0.000650515 0.000542136 0.000568504 0.000468577
internal_weight=0 593 1719 1654 459 355 134 211 1601 144 260 104 1341 1213 128 1160 928 232 203 136 116
internal_count=2312 593 1719 1654 459 355 134 211 1601 144 260 104 1341 1213 128 1160 928 232 203 136 116
is_linear=0
shrinkage=0.0032998


Tree=9720
num_leaves=24
num_cat=0
split_feature=4 3 3 2 2 15 2 15 14 3 4 13 15 150 39 4 132 4 133 3 2 13 15
split_gain=3.00725 1.08817 0.577174 0.403235 0.447412 0.385728 0.232757 0.179407 0.145687 0.139556 0.198596 0.217765 0.0975321 0.0744624 0.0723972 0.0709817 0.0472207 0.0432423 0.0506869 0.044594 0.027949 0.0126991 0.00828312
threshold=0.27161500000000005 -0.049204999999999992 0.13772500000000001 0.14062000000000005 -0.0091949999999999983 0.0056700000000000006 0.13290500000000002 -0.016949999999999996 0.076175000000000007 -0.096099999999999977 -0.42305999999999994 0.097175000000000025 -0.15150999999999998 0.085455000000000017 0.086065000000000016 0.020345000000000005 0.0038750000000000004 -0.0062699999999999987 -1.0000000180025095e-35 -0.080384999999999984 0.088710000000000011 -0.06977499999999999 0.084495000000000015
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=1 8 6 4 -3 7 12 13 9 10 -1 -12 -2 14 -6 16 17 18 -11 -19 -17 -22 -18
right_child=2 3 -4 -5 5 -7 -8 -9 -10 15 11 -13 -14 -15 -16 20 22 19 -20 -21 21 -23 -24
leaf_value=0.00083844724689119909 0.00044811693351586029 0.0003626608450099592 7.4001348999121213e-05 0.00031818543852201494 0.0007657936103572982 0.00093533840477956931 0.00025898366729763041 0.00047734357471575152 0.00095002092581286028 0.00080865706442058872 0.00053575795386694126 0.00076840511743198016 0.00062705642425189812 0.00057148717143216867 0.00060975705421777951 0.00065620554484271227 0.00082657388900626329 0.0008959205425555887 0.00075558087500210219 0.0007802452828848586 0.00078835152201971593 0.00071129108238842515 0.00090245765879334318
leaf_weight=80 94 59 59 52 102 53 54 68 53 375 101 80 54 59 52 56 52 84 506 79 67 62 53
leaf_count=80 94 59 59 52 102 53 54 68 53 375 101 80 54 59 52 56 52 84 506 79 67 62 53
internal_value=0 0.000737763 0.000361843 0.000592635 0.000628859 0.000675776 0.000445741 0.000626694 0.00077693 0.000771156 0.000700116 0.00063878 0.000513644 0.000674209 0.000713335 0.000785029 0.000795 0.000787905 0.000778213 0.000840073 0.000722906 0.000751588 0.000865213
internal_weight=0 2093 261 445 393 334 202 281 1648 1595 261 181 148 213 154 1334 1149 1044 881 163 185 129 105
internal_count=2354 2093 261 445 393 334 202 281 1648 1595 261 181 148 213 154 1334 1149 1044 881 163 185 129 105
is_linear=0
shrinkage=0.0032998


Tree=9721
num_leaves=28
num_cat=0
split_feature=1 12 2 2 2 13 4 2 1 12 0 160 159 16 16 4 4 4 42 50 4 2 1 12 16 42 0
split_gain=4.46428 1.08854 0.86127 0.286315 0.264825 0.245353 0.180033 0.169014 0.165322 0.155722 0.152012 0.103085 0.145172 0.101778 0.138889 0.0934567 0.112215 0.0618124 0.10881 0.0718372 0.0616646 0.0602278 0.0511571 0.0305314 0.0305293 0.0250972 0.0178641
threshold=0.10124500000000002 -1.0000000180025095e-35 0.11461500000000001 -1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 -0.013324999999999998 0.14106500000000002 0.088315000000000018 0.08708500000000001 -0.14989499999999997 1.0000000180025095e-35 0.018290000000000004 -0.063814999999999997 0.27020000000000005 0.032965000000000001 -0.0083249999999999973 -0.078129999999999991 0.083385000000000015 0.077805000000000013 0.00025000000000000006 0.10124000000000001 0.090785000000000018 0.091475000000000015 -0.013529999999999999 0.094600000000000017 -0.052984999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 -2 8 -4 -3 -5 10 -10 -1 13 -13 21 -15 16 17 19 -19 -12 24 -6 -11 -8 -18 -24 -16
right_child=1 2 5 7 11 -7 23 -9 9 22 15 12 -14 14 26 -17 20 18 -20 -21 -22 -23 25 -25 -26 -27 -28
leaf_value=0.00093882840752883333 6.0817330242791749e-05 0.00076152917482176171 0.00014096364254849412 0.00040605860842467056 0.00062378346430553991 0.00042530600452098566 0.00050155341465020606 0.00017006833558077923 0.00056930787888526764 0.00081719704419603537 0.00077226924119093085 0.00064274609021855564 0.00088026600619234361 0.00050579679593247345 0.0006307080686614872 0.00065249879978787975 0.00084037307479845644 0.00060085423823527087 0.0007607889704972496 0.00090598395926162246 0.00077022669772969037 0.00077384353420279135 0.00074369441369010164 0.00061197433816423841 0.00095726812314689172 0.00064693792154816763 0.0007268045076892968
leaf_weight=67 78 91 54 83 52 87 52 56 81 71 404 60 56 101 52 68 53 64 197 53 62 79 83 74 64 59 53
leaf_count=67 78 91 54 83 52 87 52 56 81 71 404 60 56 101 52 68 53 64 197 53 62 79 83 74 64 59 53
internal_value=0 0.000406081 0.000517935 0.000221387 0.000740701 0.000316659 0.000648555 0.000311237 0.000764425 0.000694342 0.000784357 0.00067118 0.000757715 0.000641289 0.000594531 0.000773595 0.000782736 0.000763858 0.000721706 0.000787854 0.000858265 0.000714547 0.000741725 0.000566683 0.000904617 0.000703741 0.000679549
internal_weight=0 575 358 217 1779 141 217 139 1326 294 1032 453 116 337 206 965 897 718 261 457 179 131 213 126 117 142 105
internal_count=2354 575 358 217 1779 141 217 139 1326 294 1032 453 116 337 206 965 897 718 261 457 179 131 213 126 117 142 105
is_linear=0
shrinkage=0.0032998


Tree=9722
num_leaves=24
num_cat=0
split_feature=12 4 4 150 41 12 151 12 4 4 12 4 4 4 42 130 159 151 12 402 15 4 4
split_gain=3.72703 0.935968 0.73522 0.511821 0.505304 0.302364 0.294779 0.191254 0.157775 0.336619 0.121251 0.112032 0.109526 0.0871069 0.067099 0.062091 0.0468882 0.0515227 0.0419415 0.0330737 0.0216543 0.0189634 0.00461278
threshold=0.077755000000000005 0.27161500000000005 0.36766000000000004 0.094365000000000018 0.075585000000000013 0.094045000000000004 -0.085134999999999975 -0.083994999999999986 -1.0000000180025095e-35 -0.047714999999999987 0.083825000000000024 0.065590000000000009 -0.011964999999999998 -0.44205499999999992 -0.079234999999999986 0.089005000000000015 0.088800000000000004 -0.085684999999999997 0.11589000000000001 -0.088779999999999984 -0.42075999999999997 -0.057539999999999994 0.05864500000000001
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=1 3 4 6 5 10 -1 -3 9 13 -2 -10 14 -8 -7 16 17 -12 22 -16 -9 -21 -14
right_child=2 7 -4 -5 -6 12 8 20 11 -11 15 -13 18 -15 19 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=0.00046578634569114882 0.00076472332678985595 0.00022705192580480961 0.00048309169480382222 0.0003469010872782784 0.0011460597101216074 0.00091835294922725582 0.00085221366553490485 0.00049297261134491495 0.00090322970236418197 0.00045381363189602077 0.00081102376441652478 0.00069789739250730113 0.00077274909928328676 0.0006739206523142 0.0008742387987637942 0.00079054723273284803 0.00081455541612919166 0.00091306427704022398 0.0006374760291392573 0.00079923047819006757 0.00039558797074565994 0.0007234119281340326 0.00071820774283674839
leaf_weight=60 96 77 59 59 65 65 58 53 69 60 65 54 84 69 53 69 76 781 55 141 60 67 59
leaf_count=60 96 77 59 59 65 65 58 53 69 60 65 54 84 69 53 69 76 781 55 141 60 67 59
internal_value=0 0.000548052 0.000846499 0.00063355 0.000859271 0.000847678 0.000679163 0.000354823 0.000720348 0.000658974 0.000879327 0.00081337 0.000781957 0.000755623 0.000819918 0.000890393 0.000897827 0.000905266 0.000719277 0.000795269 0.000441576 0.000774978 0.000750492
internal_weight=0 619 1735 429 1676 1611 370 190 310 187 1087 123 524 127 326 991 922 846 198 261 113 208 143
internal_count=2354 619 1735 429 1676 1611 370 190 310 187 1087 123 524 127 326 991 922 846 198 261 113 208 143
is_linear=0
shrinkage=0.0032998


Tree=9723
num_leaves=21
num_cat=0
split_feature=1 2 12 0 14 0 0 2 1 1 52 2 1 0 13 1447 481 12 13 133
split_gain=4.06134 1.13085 0.847643 0.355779 0.313001 0.313767 0.311252 0.273512 0.238758 0.200723 0.226622 0.126629 0.102441 0.0894269 0.0781713 0.0726025 0.0777099 0.0562889 0.0395448 0.055726
threshold=0.10141500000000002 0.16730000000000003 0.087245000000000003 -0.22607999999999998 0.076175000000000007 0.056265000000000009 -0.098179999999999976 0.10394500000000002 0.077800000000000022 0.13630500000000004 0.060365000000000009 0.096540000000000015 0.10776500000000001 -0.11242999999999999 -1.0000000180025095e-35 -0.086059999999999984 -0.085629999999999984 0.10124000000000001 -0.078624999999999987 0.0024650000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 5 6 8 17 13 10 12 15 -2 -5 -14 -8 -17 -4 -13 -20
right_child=1 -3 7 4 -6 -7 11 -9 -10 -11 -12 18 14 -15 -16 16 -18 -19 19 -21
leaf_value=0.00049718654290323988 0.00027719953538632669 -1.5307617920405627e-05 0.00085153742238101881 0.00082632793249812859 0.0010030832847929604 0.00055645633202244728 0.0009106041710229203 0.00050940199357528177 0.00047932783597366165 0.000231779612957822 0.00062693470991919418 0.0008090943811000557 0.0003755669287400054 0.00064062755267411237 0.00053686506355599031 0.00067055430079997539 0.00080441702591301455 0.00069712641076233707 0.00075992828146837692 0.00064984465423336617
leaf_weight=54 68 53 55 58 62 78 71 71 64 69 53 53 94 61 53 53 1010 57 104 113
leaf_count=54 68 53 55 58 62 78 71 71 64 69 53 53 94 61 53 53 1010 57 104 113
internal_value=0 0.000443221 0.000490023 0.000762781 0.000771065 0.000762404 0.000772504 0.000671086 0.000643458 0.000391596 0.000432612 0.0007893 0.000384545 0.000731433 0.000433962 0.000804871 0.000797776 0.000773268 0.000723768 0.000702766
internal_weight=0 573 520 1781 1727 1665 1587 183 183 337 268 1404 215 119 147 1134 1063 112 270 217
internal_count=2354 573 520 1781 1727 1665 1587 183 183 337 268 1404 215 119 147 1134 1063 112 270 217
is_linear=0
shrinkage=0.0032998


Tree=9724
num_leaves=23
num_cat=0
split_feature=3 3 4 4 10 4 0 14 0 0 4 4 160 474 0 0 481 49 4 4 3 3
split_gain=7.032 2.10198 1.58803 0.869402 0.702892 0.506034 0.538557 0.476784 0.451149 0.393432 0.375579 0.327479 0.238103 0.187534 0.136791 0.106425 0.121404 0.0985066 0.0931744 0.0823854 0.0692343 0.0354907
threshold=-0.052614999999999995 0.25468500000000005 0.30163500000000004 0.27161500000000005 -1.0000000180025095e-35 -0.14538499999999996 -0.073284999999999975 0.076175000000000007 -0.10490499999999998 -0.07304999999999999 -0.47860499999999995 -0.0058549999999999991 -0.060309999999999996 0.083685000000000023 -0.11796999999999999 -0.10023499999999998 -0.08452999999999998 0.09531000000000002 -0.011269999999999997 -0.071794999999999984 -0.085374999999999993 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 -2 -6 11 9 -5 13 -11 -7 -12 15 -13 21 -17 -18 19 -14 -15 -1
right_child=1 -3 -4 8 5 6 -8 -9 -10 10 12 14 18 20 -16 16 17 -19 -20 -21 -22 -23
leaf_value=0.00069464820581220362 0.00023904126483705225 -3.9162342557840731e-06 0.00037241709158448576 0.00047634738304354449 0.00086866039945388798 0.00043806136962233855 0.00027486676732556823 0.0011707878315582209 8.0613595173133321e-05 0.00097123100485572891 0.00051021933885613826 0.00065565918627264169 0.00070739112902671144 0.00089779662215870983 0.00086693490992894348 0.00073872813489602514 0.0008946959215759368 0.00075540918116883185 0.00064094183864767313 0.00085549983303045756 0.00104011537708914 0.0008247347642570109
leaf_weight=52 54 101 76 62 84 59 53 53 64 72 57 99 78 68 53 70 819 63 66 98 101 52
leaf_count=52 54 101 76 62 84 59 53 53 64 72 57 99 78 68 53 70 819 63 66 98 101 52
internal_value=0 0.000431885 0.0008396 0.000515315 0.000590356 0.000644769 0.000573398 0.00086111 0.000275619 0.000850804 0.000755983 0.000648218 0.000704033 0.000879493 0.000729559 0.000862885 0.000874084 0.000884787 0.000749538 0.000790061 0.00098306 0.00076003
internal_weight=0 629 1725 528 402 348 264 1649 126 1596 371 211 299 1225 152 1056 952 882 242 176 169 104
internal_count=2354 629 1725 528 402 348 264 1649 126 1596 371 211 299 1225 152 1056 952 882 242 176 169 104
is_linear=0
shrinkage=0.0032998


Tree=9725
num_leaves=34
num_cat=0
split_feature=16 12 403 43 4 2 4 13 3 16 16 16 12 43 12 2 12 3 157 4 3 16 3 16 151 16 16 43 3 12 15 42 13
split_gain=0.293488 0.124577 0.461635 0.118195 0.107651 0.106951 0.118466 0.135909 0.0379844 0.0912831 0.0374787 0.0519024 0.0372844 0.0526466 0.0787594 0.0527262 0.0501698 0.0346614 0.0313902 0.0355905 0.0328429 0.0274017 0.0286936 0.022607 0.0383578 0.0192069 0.0381406 0.029758 0.0247609 0.0206672 0.0162981 0.0202302 0.00933055
threshold=-0.27523999999999998 0.084555000000000005 -0.085164999999999977 0.03851000000000001 0.26900000000000007 0.10527500000000002 -0.048624999999999995 -0.0072499999999999995 0.096440000000000012 -0.0013749999999999997 -0.011859999999999997 -0.074874999999999983 0.092495000000000008 0.0015250000000000001 0.08870500000000002 0.086885000000000004 0.090255000000000016 -0.082634999999999986 -0.00046499999999999992 -0.079614999999999977 -0.10468499999999999 -0.0051099999999999991 -0.086424999999999988 -0.50327499999999992 -1.0000000180025095e-35 -0.073494999999999991 -0.088869999999999991 -0.055679999999999993 -0.072579999999999992 0.096510000000000012 -0.013349999999999999 0.085790000000000019 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 8 -7 -8 9 10 11 -4 13 14 21 17 -17 -16 -14 20 -20 30 -23 24 -6 26 -21 29 -29 -27 -3 -32 -15
right_child=1 12 5 -5 23 6 7 -9 -10 -11 -12 -13 18 32 15 16 -18 -19 19 25 -22 22 -24 -25 -26 27 -28 28 -30 -31 31 -33 -34
leaf_value=0.0083299919420877153 -0.010395386512347296 0.01026826854590303 0.0048878814659472853 -0.0053732962854786273 -0.0013206224543565541 0.0095500027714652755 0.0044557173208569865 -0.0063569453437493061 0.0034149258719578016 0.012717489572632461 0.0029836702422017425 0.010756465216479031 0.0036420641392823578 0.0063096610355219173 0.017167191316934425 0.012481766158364854 0.005855936152593718 0.011087837701250085 0.0073805566937548452 0.0067843182441650997 0.0016344125681111703 0.0082193781352677808 0.0028903729366805959 -0.0019832694587834814 0.0047719916913437086 0.0065826365000504553 0.012618943612076992 0.006924409193405796 0.0023774426488616441 0.010842224686570041 0.0061798574402229522 0.0096819944195017261 0.0032056693281836647
leaf_weight=70 53 89 88 64 54 52 82 55 54 95 64 86 95 67 53 62 71 59 54 72 61 52 67 64 63 67 60 95 55 69 134 77 52
leaf_count=70 53 89 88 64 54 52 82 55 54 95 64 86 95 67 53 62 71 59 54 72 61 52 67 64 63 67 60 95 55 69 134 77 52
internal_value=0 0.00659925 0.00462207 0.00107304 0.00272389 0.006007 0.00271078 0.000101753 0.00761214 0.00828738 0.0065115 0.00779877 0.00747937 0.00826264 0.00885032 0.0112615 0.00895818 0.0139807 0.00649993 0.00700593 0.00434822 0.00743613 0.00523411 0.000545853 0.00194466 0.00773282 0.00945003 0.00693398 0.00526917 0.00875696 0.00830361 0.0074664 0.00496839
internal_weight=0 2040 629 315 251 576 189 137 387 333 238 174 1411 783 664 245 133 112 628 533 115 419 119 181 117 418 132 286 150 136 300 211 119
internal_count=2355 2040 629 315 251 576 189 137 387 333 238 174 1411 783 664 245 133 112 628 533 115 419 119 181 117 418 132 286 150 136 300 211 119
is_linear=0
shrinkage=0.16829


Tree=9726
num_leaves=22
num_cat=0
split_feature=13 13 4 12 147 42 16 2 4 2 2 4 12 1455 13 393 51 4 2 16 4
split_gain=0.20927 0.171326 0.131622 0.100083 0.116851 0.093953 0.085788 0.0772647 0.102657 0.0700165 0.0629584 0.0601446 0.0503958 0.0407723 0.0564168 0.0371402 0.0318424 0.0474248 0.0398546 0.0287249 0.0286889
threshold=-0.10278499999999999 -0.14819499999999997 0.30163500000000004 0.083570000000000019 0.086575000000000013 -0.091214999999999977 -0.098324999999999982 0.09772500000000002 -0.011154999999999998 0.10774000000000002 0.084735000000000019 -0.0090299999999999981 -0.073474999999999985 0.068185000000000009 -0.08131999999999999 0.098330000000000015 -0.095144999999999993 -0.15618499999999999 0.10394500000000002 0.25155500000000003 -0.086179999999999993
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 2 9 4 5 -2 12 8 10 -1 -8 -9 -7 15 -15 16 18 -18 -5 20 -19
right_child=3 -3 -4 13 -6 6 7 11 -10 -11 -12 -13 -14 14 -16 -17 17 19 -20 -21 -22
leaf_value=0.010409296498811574 -0.0021175170231122714 -0.0079705510709684371 -0.0029067385538575682 0.010826626573040494 -0.0032639868725228738 -0.001453521284009167 0.0015231680586600162 0.007293848966874396 0.013804317127792797 0.001983560787482895 0.0097338200728213 2.3723271009393139e-05 0.0050450047865987727 0.012498699541840342 0.0051005858879301482 0.010191973263464577 0.00053844567600489196 0.0083264228491020994 0.0051741271383658801 0.002030126480510343 0.0055257206929173004
leaf_weight=57 56 56 73 74 64 71 54 63 74 56 53 67 64 65 55 55 55 119 71 61 992
leaf_count=57 56 56 73 74 64 71 54 63 74 56 53 67 64 65 55 55 55 119 71 61 992
internal_value=0 0.000182107 0.00264633 0.00541438 0.00349216 0.00435708 0.00517406 0.00671367 0.00896827 0.00624961 0.00560692 0.00356076 0.00161395 0.0061165 0.00912287 0.00586243 0.00568756 0.0054044 0.00807124 0.00563122 0.00582732
internal_weight=0 242 186 2113 566 502 446 311 181 113 107 130 135 1547 120 1427 1372 1227 145 1172 1111
internal_count=2355 242 186 2113 566 502 446 311 181 113 107 130 135 1547 120 1427 1372 1227 145 1172 1111
is_linear=0
shrinkage=0.16829


Tree=9727
num_leaves=18
num_cat=0
split_feature=4 3 4 2 3 12 3 13 0 2 0 39 2 12 3 0 3
split_gain=3.13411 1.41428 0.478736 0.426851 0.244061 0.178162 0.177433 0.293455 0.178544 0.150839 0.114854 0.0861275 0.0644375 0.0752058 0.0585865 0.0447782 0.0344347
threshold=0.30163500000000004 0.10812000000000001 -0.030434999999999993 0.10161500000000002 0.13772500000000001 -1.0000000180025095e-35 -0.14162499999999997 -0.099939999999999987 -0.023359999999999995 0.11866500000000001 -0.037224999999999994 0.088025000000000006 0.093200000000000019 -0.007389999999999999 -0.070889999999999995 0.10798500000000001 -0.072579999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 10 -5 -1 -8 12 14 11 -2 13 -9 15 -7 -14
right_child=4 2 -4 5 -6 9 7 8 -10 -11 -12 -13 16 -15 -16 -17 -18
leaf_value=0.00080026952017533308 0.00030298093397574728 0.00049189758987327949 6.3382099206685765e-05 0.00038935082711515968 4.6734785625866733e-05 0.00053058003939309979 0.00040863351627193909 0.00079993018735966795 0.00047657529906939834 0.00044709144688191287 0.00041991567689108396 0.00014035388251359824 0.00063952904656973928 0.00066915501745587133 0.00069619468786970761 0.00065590833528786287 0.00054024833603326383
leaf_weight=92 93 52 63 76 60 92 54 53 58 81 53 59 134 1149 71 53 62
leaf_count=92 93 52 63 76 60 92 54 53 58 81 53 59 134 1149 71 53 62
internal_value=0 0.000613694 0.000257452 0.00063442 0.000232541 0.000533384 0.000657922 0.000649226 0.000658125 0.000570123 0.000286752 0.000240088 0.000665632 0.000674951 0.000616096 0.000576633 0.000608304
internal_weight=0 2090 115 1975 265 373 1602 1510 1456 297 205 152 1398 1202 216 145 196
internal_count=2355 2090 115 1975 265 373 1602 1510 1456 297 205 152 1398 1202 216 145 196
is_linear=0
shrinkage=0.0032998


Tree=9728
num_leaves=26
num_cat=0
split_feature=1 1 14 2 123 2 14 1 52 2 483 2 1 2 133 52 403 133 52 128 133 2 1 2 1
split_gain=8.50695 1.14201 0.790523 0.741531 0.628804 0.455193 0.4005 0.338873 0.435377 0.122112 0.100351 0.0853493 0.198831 0.0983777 0.112569 0.0785624 0.0562094 0.0499434 0.0474829 0.0455997 0.0281771 0.0254772 0.025419 0.0205695 0.00980318
threshold=0.10684 0.12337000000000002 0.054835000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.090000000000000011 -1.0000000180025095e-35 0.081315000000000012 -0.101225 0.14307 0.058525000000000008 0.083885000000000015 0.078435000000000019 0.08647500000000001 -0.020484999999999996 -1.0000000180025095e-35 -0.0014349999999999999 0.085785000000000014 -0.010614999999999998 0.091340000000000018 0.032620000000000003 0.096425000000000025 0.091275000000000009 0.084825000000000025 0.13630500000000004
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=2 3 4 -2 5 11 -3 10 -9 24 16 12 -1 18 -15 -5 21 -16 -13 22 -18 -7 -14 -20 -8
right_child=1 6 -4 15 -6 7 9 8 -10 -11 -12 13 19 14 17 -17 20 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=0.0008235980221810731 0.00086705511455148422 0.00054821619441440853 0.0013074016244260776 0.00056467544176912014 0.00066253816120631583 0.001045974550437231 0.00032943160076717124 0.00095708152283982236 0.00057774161967523322 0.00011383882127789533 0.0010569568400382397 0.0011721160287843286 0.0010609166771273055 0.0011063135617254002 0.00090471010058962981 0.00041163020988318588 0.00087151713755267404 0.0010062654281125624 0.0011063641130415068 0.0009146611732928294 0.00093396318312790694 0.00093995263335457189 0.00099167232910730356 0.0010293945320527338 0.00026003724765656796
leaf_weight=78 91 56 73 77 77 54 54 62 72 66 73 64 153 85 104 75 201 138 87 52 180 72 139 120 52
leaf_count=78 91 56 73 77 77 54 54 62 72 66 73 64 153 85 104 75 201 138 87 52 180 72 139 120 52
internal_value=0 0.00047344 0.000969419 0.000630966 0.000955776 0.000968777 0.000305396 0.000904416 0.00075352 0.000226134 0.000939218 0.00101379 0.000976473 0.00104007 0.00100019 0.000489391 0.000922196 0.000962767 0.00108807 0.00101103 0.000901112 0.00098567 0.00102808 0.00106191 0.000295721
internal_weight=0 471 1884 243 1811 1734 228 714 134 172 580 1020 422 598 327 152 507 242 271 344 381 126 292 207 106
internal_count=2355 471 1884 243 1811 1734 228 714 134 172 580 1020 422 598 327 152 507 242 271 344 381 126 292 207 106
is_linear=0
shrinkage=0.0032998


Tree=9729
num_leaves=16
num_cat=0
split_feature=16 151 1 13 12 13 12 49 158 1213 12 1 52 48 16
split_gain=0.17633 0.115691 0.105102 0.110663 0.104415 0.121087 0.137176 0.084868 0.0572155 0.0552433 0.117881 0.0415641 0.0462421 0.0399485 0.0123579
threshold=-0.27523999999999998 0.015440000000000001 0.11414000000000001 -0.057284999999999996 -0.094939999999999983 -0.10278499999999999 0.083325000000000024 -0.020999999999999994 0.112085 -0.086394999999999986 0.086620000000000016 0.10141500000000002 0.51307000000000014 0.085790000000000019 -0.50942999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -4 -2 6 -6 -1 9 10 -7 12 -11 -13 -9
right_child=1 -3 3 -5 5 8 -8 14 -10 11 -12 13 -14 -15 -16
leaf_value=-0.00023251541491816155 0.012918071183011449 -0.00051041339159836109 -0.0062274508920296184 0.0034897654546277275 -0.0051588969467131823 -0.0032446491687664796 0.0063161199733547365 0.0052537942037048776 0.011329304555846291 0.0067738682140071026 0.0063127816384520507 0.0028549154661880244 0.0017869000646185504 0.0075652916912966718 0.0090552810493249869
leaf_weight=75 59 82 79 57 60 57 58 52 57 1255 101 183 56 72 52
leaf_count=75 59 82 79 57 60 57 58 52 57 1255 101 183 56 72 52
internal_value=0 0.00566232 0.00137645 -0.00214158 0.00592175 0.00570344 0.00046614 0.0040594 0.00604942 0.00587382 0.00285348 0.0061774 0.00656222 0.00419195 0.00717181
internal_weight=0 2040 315 136 1958 1899 118 179 1781 1724 158 1566 1311 255 104
internal_count=2355 2040 315 136 1958 1899 118 179 1781 1724 158 1566 1311 255 104
is_linear=0
shrinkage=0.16829


Tree=9730
num_leaves=15
num_cat=0
split_feature=1375 14 15 12 151 13 12 1452 1212 13 4 4 16 13
split_gain=0.107229 0.119732 0.062608 0.0851533 0.07924 0.0515772 0.109888 0.0431909 0.0366432 0.0544174 0.0432547 0.0346885 0.033958 0.0304258
threshold=-0.14438999999999999 0.019675000000000002 1.0000000180025095e-35 0.083785000000000012 0.079100000000000018 -0.47860499999999995 -0.093429999999999985 0.087420000000000012 -0.066149999999999987 -0.084484999999999991 -0.080164999999999986 -0.42305999999999994 -0.011694999999999999 -0.079854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 11 -5 10 -10 -8 13 -11
right_child=1 -3 3 8 -6 6 7 -9 9 12 -12 -13 -14 -15
leaf_value=-0.0029262950514745427 0.0084496531595747559 0.010568993328900702 0.010264499332487241 0.0081294612731951082 0.0095655338647303214 -0.0033018855244279356 0.0060907512125070208 0.0082214599751838559 -0.0022843332816328229 0.0096460183345136105 0.0044757200844683471 0.002996486316154943 0.0023149135542634399 0.0052675883667695732
leaf_weight=54 55 93 96 90 62 70 116 54 55 52 52 992 100 401
leaf_count=54 55 93 96 90 62 70 116 54 55 52 52 992 100 401
internal_value=0 0.00464086 0.00438887 0.00552803 0.00367313 0.00338787 0.00316044 0.00355129 0.00491937 0.00447891 0.000984136 0.00332206 0.00515186 0.00577416
internal_weight=0 2288 2195 846 1349 1287 1232 1162 750 660 107 1108 553 453
internal_count=2342 2288 2195 846 1349 1287 1232 1162 750 660 107 1108 553 453
is_linear=0
shrinkage=0.16829


Tree=9731
num_leaves=23
num_cat=0
split_feature=1 4 482 457 0 4 3 0 14 0 0 49 0 4 52 0 0 1185 1212 4 1213 0
split_gain=0.106852 0.0957514 0.126406 0.0880724 0.0720204 0.0902875 0.0641549 0.0555649 0.0788489 0.056696 0.0385055 0.0324445 0.0309296 0.0292922 0.0285081 0.0353352 0.0411111 0.0280931 0.0292831 0.071704 0.0390894 0.0233813
threshold=0.087840000000000015 -0.047714999999999987 0.091610000000000011 0.093100000000000002 -0.099059999999999995 -0.062804999999999986 -0.12595999999999999 -0.043914999999999989 -0.10708499999999999 -0.14076499999999997 -0.13740499999999997 0.12001000000000002 -0.10803999999999998 0.080165000000000014 -0.25180499999999995 -0.071719999999999992 -0.08176499999999999 1.0000000180025095e-35 0.055770000000000007 -0.082024999999999987 0.039620000000000009 -0.084524999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 14 3 7 5 -1 -6 8 -3 13 -7 17 -11 -10 -2 16 -16 18 20 -20 21 -8
right_child=1 2 -4 -5 6 10 11 -9 9 12 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23
leaf_value=0.013635499680516999 0.0019316063875585425 0.0079627937425131561 0.0090598645150399854 -0.0062098301057493359 -0.0015070560860448228 0.0023672562003464767 0.0033137660959213513 -0.0029615633861010647 -0.0050585089424798786 0.0058754829600353043 0.0077423192791993617 0.00049229582822518333 0.0013864241521655595 0.00030449516455261747 0.0077110583804472447 0.0085847926397427804 0.0020000104585724955 0.0084288333192422266 -0.0015784222561414049 0.0054875127544744525 0.0080901068614003084 0.0052094840112491426
leaf_weight=52 79 52 52 52 54 66 327 82 53 55 92 58 217 62 58 79 96 53 73 91 93 446
leaf_count=52 79 52 52 52 54 66 327 82 53 55 92 58 217 62 58 79 96 53 73 91 93 446
internal_value=0 0.00231934 0.0011136 0.000389336 0.0046447 0.00752939 0.00413627 0.00105143 0.00180511 0.000973075 0.00550841 0.00440492 0.00230074 -0.00215153 0.00472894 0.00566967 0.00416259 0.00461281 0.0044147 0.00233136 0.00480716 0.00440987
internal_weight=0 937 625 573 1405 210 1195 521 439 387 158 1141 272 115 312 233 154 1083 1030 164 866 773
internal_count=2342 937 625 573 1405 210 1195 521 439 387 158 1141 272 115 312 233 154 1083 1030 164 866 773
is_linear=0
shrinkage=0.16829


Tree=9732
num_leaves=23
num_cat=0
split_feature=1 13 43 3 124 2 159 41 13 16 16 133 2 3 132 3 49 12 402 2 3 16
split_gain=0.0754634 0.083155 0.06237 0.123723 0.0792264 0.0699866 0.0509865 0.0492311 0.0485782 0.0443207 0.0908338 0.066824 0.058674 0.113159 0.0598936 0.0432346 0.0339469 0.0324342 0.0292357 0.0285147 0.069428 0.0427886
threshold=0.10947000000000001 -0.10278499999999999 -0.084154999999999994 -0.082224999999999979 -0.070379999999999984 0.14461000000000004 -0.24212499999999995 1.0000000180025095e-35 -0.075679999999999983 -1.0000000180025095e-35 0.081265000000000018 0.082410000000000011 0.096540000000000015 -1.0000000180025095e-35 0.0038750000000000004 0.12031000000000001 0.087055000000000007 0.084535000000000013 0.084450000000000011 0.09857500000000001 -0.082304999999999975 0.51026500000000008
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 7 -2 -4 -5 15 8 -1 -3 12 11 -11 13 14 18 -6 17 -14 -8 20 -12 -21
right_child=2 6 3 4 5 -7 9 -9 -10 10 19 -13 16 -15 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=0.011165781216803571 -0.0034708891832977498 0.0032638180161511502 0.009286402199490236 0.0058898931722753027 -0.0016958405591609358 -0.0063182762958660585 0.0025612091801893201 0.0041448753323539995 0.010534533209496714 -0.0050817991655141845 0.008768739517537618 0.0026149118342311522 0.010563229727377091 -0.0036713880266473113 0.007590443213435146 0.0036579682523616985 0.0028218912054838842 0.0054459244471139374 0.0049970683182824728 -0.0012137805914135464 0.00080604012436881749 0.00406970176062288
leaf_weight=62 72 54 55 62 94 52 719 54 52 82 68 52 59 67 91 78 66 93 176 76 58 100
leaf_count=62 72 54 55 62 94 52 719 54 52 82 68 52 59 67 91 78 66 93 176 76 58 100
internal_value=0 0.00353386 0.00102079 0.00197445 0.000562024 -0.000904633 0.00325268 0.00791292 0.00684753 0.0030284 0.00155691 -0.00208161 0.00353177 0.00300811 0.00346381 0.000721604 0.00605293 0.00744407 0.00304222 0.0031773 0.00511763 0.00177799
internal_weight=0 1929 413 341 286 224 1813 116 106 1707 436 134 1271 1053 986 172 218 152 895 302 126 176
internal_count=2342 1929 413 341 286 224 1813 116 106 1707 436 134 1271 1053 986 172 218 152 895 302 126 176
is_linear=0
shrinkage=0.16829


Tree=9733
num_leaves=20
num_cat=0
split_feature=147 43 133 3 13 15 49 157 151 50 52 3 1429 133 457 13 3 52 15
split_gain=0.0609471 0.0650279 0.0716851 0.0922411 0.0794637 0.071812 0.0686742 0.0729025 0.0554912 0.047313 0.0467373 0.0599959 0.0527072 0.0455754 0.0361025 0.0332112 0.0501869 0.0310024 0.0323954
threshold=0.089365000000000014 -0.03750499999999999 1.0000000180025095e-35 0.13524500000000003 -0.42195999999999995 0.087720000000000006 0.10255000000000002 -0.077944999999999987 0.084990000000000024 0.089465000000000017 0.078180000000000013 -0.12595999999999999 0.083985000000000018 0.087415000000000007 0.083190000000000014 0.084330000000000016 -0.090989999999999988 0.089725000000000013 0.091570000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 -5 -4 7 -3 9 10 11 -1 14 -11 -13 16 -9 -12 -19
right_child=-2 2 5 4 -6 -7 -8 15 -10 13 17 12 -14 -15 -16 -17 -18 18 -20
leaf_value=-0.0053168793319376267 -0.0018658671775867686 0.0080599883022675536 0.010534044949793266 0.0029311569819953469 -0.0061457191457377769 0.0036746281160577616 0.0087830575731807428 0.0066215667643491228 0.0068389932225409438 0.0063208368519193561 0.0058989792803675273 -0.00045039747763172796 0.0053266080196577512 0.0012372811795012888 0.0042095822363502032 -0.00080263135282077503 0.0024217272517515842 -0.00035819696078812682 0.0041162474458592939
leaf_weight=52 84 79 79 55 54 98 68 95 59 103 70 421 61 99 53 70 559 98 85
leaf_count=52 84 79 79 55 54 98 68 95 59 103 70 421 61 99 53 70 559 98 85
internal_value=0 0.0027384 0.00362094 0.00305463 -0.00154916 0.00674633 0.00363282 0.00319445 0.00180933 0.00152281 0.00096386 0.000136524 0.000669932 0.00383829 6.68649e-05 0.00266106 0.00303454 0.00287631 0.00171028
internal_weight=0 2258 1157 980 109 177 871 803 1101 1042 840 587 535 202 474 724 654 253 183
internal_count=2342 2258 1157 980 109 177 871 803 1101 1042 840 587 535 202 474 724 654 253 183
is_linear=0
shrinkage=0.16829


Tree=9734
num_leaves=21
num_cat=0
split_feature=2 39 15 15 147 2 16 2 2 13 15 15 2 157 51 16 13 13 50 1213
split_gain=2.24123 1.36869 0.575803 0.415233 0.398599 0.225845 0.211589 0.208228 0.175123 0.126807 0.127293 0.0954974 0.0711611 0.0515836 0.0482329 0.0647496 0.0400258 0.035946 0.0228188 0.0162567
threshold=0.13443000000000002 0.081875000000000017 0.029300000000000003 -0.41971499999999995 0.087210000000000024 0.10859000000000001 0.31615500000000002 -1.0000000180025095e-35 0.16730000000000003 -0.077549999999999994 -0.12431499999999999 0.084050000000000014 0.10124000000000001 -0.077234999999999984 0.043015000000000005 -0.095229999999999995 -0.085164999999999977 -0.06401999999999998 0.089465000000000017 -0.086554999999999979
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 2 3 -1 5 9 -7 -3 17 13 -11 -4 -9 -5 15 -13 19 -2 -18 -17
right_child=8 7 11 4 -6 6 -8 12 -10 10 -12 14 -14 -15 -16 16 18 -19 -20 -21
leaf_value=0.00045800536638152591 0.0003838958202684579 0.00036492694123155137 0.00096247161538612932 0.00089194896659331596 0.00050160885241851984 0.00054793811245579293 0.00078052729165414294 0.00067975189808796449 0.00021383471376464506 0.00088905703422024801 0.0007288610026825158 0.00072001089261433475 0.00051223713402043334 0.00080807800250781454 0.00091988018988325342 0.00084758379293090166 0.00081637429987150992 0.00049973847283226868 0.0008834191292389406 0.00093684529265596528
leaf_weight=55 62 78 84 132 65 90 84 52 52 66 373 56 66 266 85 53 407 64 82 70
leaf_count=55 62 78 84 132 65 90 84 52 52 66 373 56 66 266 85 53 407 64 82 70
internal_value=0 0.000761869 0.000788089 0.000739301 0.000753646 0.000769816 0.000660425 0.000498416 0.000376262 0.000792514 0.000753025 0.000853973 0.000586356 0.000835983 0.000841823 0.000831837 0.000842012 0.000443016 0.000827689 0.000898669
internal_weight=0 2164 1968 1131 1076 1011 174 196 178 837 439 837 118 398 753 668 612 126 489 123
internal_count=2342 2164 1968 1131 1076 1011 174 196 178 837 439 837 118 398 753 668 612 126 489 123
is_linear=0
shrinkage=0.0032998


Tree=9735
num_leaves=26
num_cat=0
split_feature=1 1 12 12 47 16 402 48 1 3 16 51 1 15 1 15 151 15 1 3 3 12 133 1 3
split_gain=3.5293 0.785675 0.537679 0.306084 0.2909 0.165085 0.142085 0.104301 0.0997406 0.0863377 0.0765123 0.0813767 0.0906919 0.0821764 0.0763842 0.0713114 0.0486497 0.0469711 0.0444037 0.0570615 0.0286204 0.0276564 0.0255986 0.0219772 0.0147447
threshold=0.11831500000000002 0.08956500000000002 0.089125000000000024 0.11769500000000001 0.085770000000000027 -0.0013749999999999997 0.085575000000000026 0.081275000000000014 0.13130500000000003 -0.086049999999999988 0.11346000000000002 -0.086159999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.13976500000000003 -0.045404999999999994 -0.083274999999999988 -0.087404999999999983 0.096515000000000004 -0.08095999999999999 -0.095119999999999996 0.088295000000000012 0.088685000000000014 0.10662500000000001 -0.082454999999999987
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=1 3 5 6 8 7 10 23 -2 -8 11 -1 20 -14 -10 22 -9 -4 19 -19 -13 -11 -12 -3 -20
right_child=4 2 17 -5 -6 -7 9 16 14 21 15 12 13 -15 -16 -17 -18 18 24 -21 -22 -23 -24 -25 -26
leaf_value=0.0005713278860725394 0.00027103767510410425 0.00049750939718864345 0.00052994675483992179 0.00042303434654595944 0.00039497294128502556 0.00054220640218657218 0.00084083438101915746 0.00022426517403580567 2.805099175566792e-05 0.00074654808417297825 0.00070855783095881669 0.0006038847906321966 0.00063933115751299693 0.00080201796384408183 0.00018481671638862477 0.00051910836366255353 0.00036844985255903549 0.00051277303721669111 0.00073467658232510911 0.00065983485730336479 0.00067230965307802097 0.00064060077318747993 0.00059982466154152186 0.00039545885627047424 0.00065028118542452551
leaf_weight=86 62 52 54 56 82 90 81 52 65 69 53 86 52 115 72 79 54 54 55 71 698 57 57 52 63
leaf_count=86 62 52 54 56 82 90 81 52 65 69 53 86 52 115 72 79 54 54 55 71 698 57 57 52 63
internal_value=0 0.000623421 0.000522007 0.000664058 0.000229281 0.000423106 0.000673452 0.000371896 0.000160829 0.000754609 0.000659721 0.000671127 0.000680115 0.000751572 0.000110696 0.00059695 0.00029805 0.000621788 0.000642052 0.000596586 0.000664849 0.000698899 0.000652535 0.000446823 0.000689917
internal_weight=0 2086 597 1489 281 300 1433 210 199 207 1226 1037 951 167 137 189 106 297 243 125 784 126 110 104 118
internal_count=2367 2086 597 1489 281 300 1433 210 199 207 1226 1037 951 167 137 189 106 297 243 125 784 126 110 104 118
is_linear=0
shrinkage=0.0032998


Tree=9736
num_leaves=14
num_cat=0
split_feature=0 43 13 393 151 448 151 3 15 3 43 3 2
split_gain=0.0852433 0.0726925 0.153971 0.0497996 0.0433825 0.0399818 0.0492458 0.062036 0.107893 0.0563214 0.0449627 0.0404343 0.0392259
threshold=0.12411500000000002 -0.16205499999999998 0.17001000000000002 0.086030000000000009 0.093155000000000016 -0.076874999999999985 -0.039414999999999999 -0.092904999999999988 -0.067469999999999988 0.10703500000000001 -0.085594999999999991 -0.085104999999999986 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 10 8 -8 -9 -7 -12 -4
right_child=-2 3 12 -5 -6 6 7 9 -10 -11 11 -13 -14
leaf_value=-0.0072397590683793067 -0.0021324421437301814 0.0081794221481099882 0.0063138376819618256 -0.00057517753525324544 -0.00079103620439448393 0.0054793134339262139 0.0013347204279362203 0.0031516591510830916 0.00951288264156663 0.007009463638872203 -0.0036433969472666598 0.0016316130723931686 0
leaf_weight=59 93 54 60 88 64 64 71 1277 131 118 53 183 52
leaf_count=59 93 54 60 88 64 64 71 1277 131 118 53 183 52
internal_value=0 0.00305469 -0.000272405 0.00332608 0.00349734 0.00363894 0.00350874 0.00388111 0.00664727 0.00347927 0.00152054 0.000439358 0.00338186
internal_weight=0 2274 171 2103 2015 1951 1897 1597 202 1395 300 236 112
internal_count=2367 2274 171 2103 2015 1951 1897 1597 202 1395 300 236 112
is_linear=0
shrinkage=0.16829


Tree=9737
num_leaves=16
num_cat=0
split_feature=43 4 4 399 49 51 160 150 16 160 49 14 43 43 42
split_gain=0.0539324 0.0711068 0.050708 0.0465629 0.0418629 0.0417746 0.0997947 0.0373558 0.0647 0.068327 0.0417438 0.0359368 0.0317812 0.0277592 0.023249
threshold=-0.16205499999999998 -0.088004999999999986 -0.51253999999999988 0.09141500000000001 0.10581000000000002 0.11394000000000001 -0.061724999999999995 0.089155000000000012 -0.48186499999999993 -0.063919999999999991 -0.091004999999999989 -0.30192499999999994 -0.081639999999999976 -0.27945499999999995 0.093735000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 -7 10 -9 -10 -4 -12 -6 -3 -14
right_child=2 13 3 -5 12 6 -8 8 9 -11 11 -13 14 -15 -16
leaf_value=-0.0047194319002175243 0.0078110879434527321 0.0047829938040505945 0.0074396805890111243 -0.0021704216742815269 0.0039066705065234344 0.0010659825437198758 0.011388734682422718 0.0049944959611766693 0.0022587378095613691 -0.0061603535748412912 -0.0015424869335200807 0.0028952518128631212 -0.0024410427130511663 -0.00044316061608466961 0.0019154595116609597
leaf_weight=68 52 57 56 59 52 55 52 54 52 57 53 1491 99 57 53
leaf_count=68 52 57 56 59 52 55 52 54 52 57 53 1491 99 57 53
internal_value=0 -0.000404126 0.00260268 0.00247487 0.00260788 0.00285772 0.00609944 0.00265996 0.000220963 -0.00212742 0.00290731 0.00274176 0.000308838 0.00215416 -0.00091018
internal_weight=0 182 2185 2133 2074 1870 107 1763 163 109 1600 1544 204 114 152
internal_count=2367 182 2185 2133 2074 1870 107 1763 163 109 1600 1544 204 114 152
is_linear=0
shrinkage=0.16829


Tree=9738
num_leaves=24
num_cat=0
split_feature=1 1 124 457 10 4 4 51 1 4 4 16 15 1 1 15 51 4 42 132 1213 4 1
split_gain=3.02295 0.75808 0.340577 0.27313 0.247068 0.237301 0.154468 0.121589 0.0919019 0.14796 0.0992873 0.0992279 0.0987364 0.0770481 0.0400013 0.035886 0.0325327 0.0319308 0.0293308 0.0243746 0.0336859 0.0226418 0.00815914
threshold=0.11831500000000002 0.08956500000000002 -1.0000000180025095e-35 0.080930000000000016 -0.005834999999999999 0.27161500000000005 0.40124500000000002 -0.10998999999999999 1.0000000180025095e-35 -0.1075 0.0051600000000000005 -0.13895999999999997 0.03981500000000001 0.086255000000000012 0.093260000000000023 0.11377500000000002 -0.035439999999999992 -0.010739999999999998 0.088200000000000014 1.0000000180025095e-35 -0.087049999999999975 -0.050564999999999992 0.13554500000000003
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=1 8 -3 5 -2 7 -6 -4 9 -1 15 -12 16 -14 21 19 -10 -16 -13 20 -11 -9 -8
right_child=4 2 3 -5 6 -7 22 14 12 10 11 18 13 -15 17 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00048204931846950762 5.6993800863330569e-05 0.00033008497966440149 0.00075734193442990848 0.00032477211766505378 0.00039632640624407165 0.00038187513062394016 0.00025270369042596803 0.0004815910871714348 0.00058055521867674898 0.0007284669199283492 0.00067071293605791104 0.000479852091023536 0.00085755257263780494 0.00069065780292352054 0.00063825368719359497 0.00058432036008399413 0.00069241004380579609 0.00055092859392481689 0.0005844509432594273 0.0007271434629025162 0.00065805599792470668 0.00058292633792104021 0.00019399479954565206
leaf_weight=60 57 91 52 53 102 60 56 59 52 95 97 70 69 60 153 59 83 77 61 96 687 52 66
leaf_count=60 57 91 52 53 102 60 56 59 52 95 97 70 69 60 153 59 83 77 61 96 687 52 66
internal_value=0 0.000616528 0.000516904 0.000550433 0.000251725 0.000576757 0.00030112 0.00060642 0.000656447 0.000644114 0.00065243 0.000589345 0.000713542 0.0007802 0.000583302 0.000667743 0.000649586 0.000609172 0.000528827 0.000673309 0.000666655 0.000529381 0.000221232
internal_weight=0 2086 597 506 281 453 224 393 1489 1225 1165 228 264 129 341 937 135 230 131 878 782 111 122
internal_count=2367 2086 597 506 281 453 224 393 1489 1225 1165 228 264 129 341 937 135 230 131 878 782 111 122
is_linear=0
shrinkage=0.0032998


Tree=9739
num_leaves=18
num_cat=0
split_feature=3 2 3 16 1 49 2 43 13 150 16 3 3 13 1 13 159
split_gain=0.0991955 0.090826 0.0637933 0.0577662 0.0777322 0.0914742 0.110313 0.0567489 0.0650699 0.0499063 0.0458557 0.0809401 0.0440099 0.0480163 0.0410844 0.0361898 0.0258013
threshold=0.31400500000000003 0.14983000000000005 0.12566000000000002 -0.44010499999999991 0.08956500000000002 -0.014169999999999999 0.090965000000000018 -0.16205499999999998 0.18219500000000002 0.077585000000000001 -0.072729999999999975 -0.080604999999999996 -0.088269999999999987 -0.0042049999999999995 0.10508500000000001 -0.085784999999999986 0.037030000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 7 6 -6 8 -5 15 11 -7 13 -9 -12 -1 -14
right_child=-2 -3 -4 4 5 10 -8 12 -10 -11 14 -13 16 -15 -16 -17 -18
leaf_value=0.0069202271939505884 -0.0035210159780964035 -0.0038382330395656424 0.007690345806206437 -0.0048669531079017702 0.0012235655816673215 -0.0057404361614345244 -0.0092654872760259393 0.0071405673897883366 0.0031597577755096955 0.00953610636100795 0.0012098800187898238 0.0023216380051185835 0.0031461434695346405 0.0027436909579647475 0.0050370202775700951 0.0010406530398324434 0.0004841269967736876
leaf_weight=52 77 60 73 53 62 56 52 161 62 59 184 95 861 128 142 71 119
leaf_count=52 77 60 73 53 62 56 52 161 62 59 184 95 861 128 142 71 119
internal_value=0 0.00261052 0.00278483 0.00261798 0.00235201 0.000732349 -0.00354516 0.00304235 -0.000523887 0.0054943 0.00175841 -0.000656372 0.00336695 0.00519938 0.00288243 0.00354093 0.00282473
internal_weight=0 2290 2230 2157 1975 591 114 1384 115 182 477 151 1269 289 326 123 980
internal_count=2367 2290 2230 2157 1975 591 114 1384 115 182 477 151 1269 289 326 123 980
is_linear=0
shrinkage=0.16829


Tree=9740
num_leaves=28
num_cat=0
split_feature=1 3 2 2 2 12 12 2 1429 1 40 15 15 43 42 1 42 3 43 2 12 13 43 42 133 3 133
split_gain=5.59743 1.33114 0.722618 0.558542 0.447569 0.357178 0.25521 0.236682 0.148962 0.128512 0.127243 0.116452 0.0854644 0.166257 0.0819814 0.0753067 0.0676974 0.0815843 0.0765154 0.166101 0.0590805 0.0570757 0.0401743 0.0369358 0.0273665 0.0184903 0.0136252
threshold=0.10915500000000002 -0.055839999999999994 0.091250000000000012 0.114165 0.14721500000000001 -0.054684999999999991 -1.0000000180025095e-35 0.11715500000000001 0.084690000000000015 0.094405000000000003 -0.063404999999999989 -1.0000000180025095e-35 -0.10364499999999999 -0.081204999999999986 0.088465000000000002 1.0000000180025095e-35 0.08648500000000002 0.081640000000000004 -1.0000000180025095e-35 0.084275000000000003 0.085615000000000011 -0.032264999999999995 -0.082144999999999982 0.084505000000000011 0.10784000000000001 -0.080884999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 -2 5 10 -4 11 9 16 -3 12 -8 -14 -15 24 17 18 23 -20 -18 -11 -22 -1 26 -24 -13
right_child=1 4 6 -5 -6 -7 7 -9 -10 21 -12 15 13 14 -16 -17 20 -19 19 -21 22 -23 25 -25 -26 -27 -28
leaf_value=0.00091144446479124984 0.00086761274420498434 0.00034936712438452769 0.00059023918596331343 0.0004339146436738572 7.7838642052932761e-05 0.00051585242749407065 0.00087618474655581946 0.0006226490056810873 0.00073830853636579295 0.00086576218600482272 0.000125226468325311 0.0008253962221587578 0.00084282076870465926 0.00058076318961406391 0.00075091528642677857 0.00092814476013286886 0.00097444628832644954 0.00080670755718812077 0.0011601976388803733 0.00090084953745670003 0.00077569394452362797 0.00071792130596951248 0.00083542780392203021 0.00099108033855557103 0.00087645810197435072 0.00090711371584090096 0.00074449487091756371
leaf_weight=388 80 59 88 55 77 100 55 90 68 68 53 58 84 77 56 103 57 54 54 58 65 57 91 91 59 117 67
leaf_count=388 80 59 88 55 77 100 55 90 68 68 53 58 84 77 56 103 57 54 54 58 65 57 91 91 59 117 67
internal_value=0 0.000420469 0.000839869 0.000691182 0.00029389 0.000372195 0.00075864 0.00078142 0.000891093 0.000900506 0.000243615 0.000806919 0.000756849 0.00072644 0.000652671 0.00085425 0.000913531 0.000934003 0.000945574 0.00102621 0.000873411 0.000798629 0.000852186 0.000926647 0.000812694 0.000875921 0.000782315
internal_weight=0 424 1905 135 289 212 737 649 1168 1100 112 559 272 217 133 287 975 645 591 112 330 125 273 479 184 208 125
internal_count=2329 424 1905 135 289 212 737 649 1168 1100 112 559 272 217 133 287 975 645 591 112 330 125 273 479 184 208 125
is_linear=0
shrinkage=0.0032998


Tree=9741
num_leaves=24
num_cat=0
split_feature=1 12 4 123 2 2 2 1 43 2 156 1 12 50 2 4 484 151 1 475 12 49 43
split_gain=7.70439 1.5071 1.18588 0.506494 0.3998 0.573076 0.304611 0.257432 0.19183 0.179137 0.1748 0.173059 0.106624 0.100327 0.0863669 0.0831971 0.0679749 0.0686116 0.127814 0.0528348 0.0980047 0.0476518 0.0260088
threshold=0.10574000000000001 0.085090000000000013 0.36766000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.11197500000000002 0.090485000000000024 0.11588000000000001 -0.0068249999999999986 0.12358500000000001 0.0010500000000000004 0.089840000000000017 0.088635000000000005 0.10803500000000001 0.14062000000000005 0.061375000000000006 -0.077959999999999988 -0.014594999999999999 0.083065000000000014 -0.0070399999999999994 0.083615000000000009 0.0016050000000000003 -0.079689999999999983
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 4 7 6 -2 -6 13 -3 -7 10 11 12 21 16 -10 -14 22 18 -18 -19 -21 -8 -1
right_child=1 2 -4 -5 5 8 9 -9 14 -11 -12 -13 15 -15 -16 -17 17 19 -20 20 -22 -23 -24
leaf_value=0.00085728846631378836 -3.1649914251120659e-05 0.00091893339664644445 0.00014512833047416324 0.00049553649559688133 0.00054769681864315649 1.1746329305150908e-05 0.00089695625760976378 0.00060663306169005517 0.00029540026199318417 0.00053999166933708443 0.00086873595170742536 0.0005562446743713667 0.00073413842208508581 0.00071147994939305061 0.00012358080086424412 0.00058848122136120017 0.0008409693881384643 0.00073963138748481716 0.00061583944104869797 0.00096190633173310193 0.0008251368605992638 0.00075566868278990548 0.00096267843765237085
leaf_weight=74 75 52 52 70 53 64 61 67 86 52 105 64 301 92 52 53 63 71 52 67 594 55 54
leaf_count=74 75 52 52 70 53 64 61 67 86 52 105 64 301 92 52 53 63 71 52 67 594 55 54
internal_value=0 0.000310156 0.000561673 0.000772173 0.000179718 0.000242024 0.000783168 0.000743397 0.000161648 0.000728725 0.000744029 0.000719442 0.000741589 0.000818392 0.000230912 0.000712431 0.000828444 0.000817283 0.000739478 0.000829458 0.000839053 0.00083027 0.000902025
internal_weight=0 501 171 1828 330 255 1758 119 202 691 639 534 470 1067 138 354 975 847 115 732 661 116 128
internal_count=2329 501 171 1828 330 255 1758 119 202 691 639 534 470 1067 138 354 975 847 115 732 661 116 128
is_linear=0
shrinkage=0.0032998


Tree=9742
num_leaves=28
num_cat=0
split_feature=2 3 2 2 3 2 3 2 43 3 39 13 52 1210 3 474 1213 3 13 43 2 43 1213 133 2 43 13
split_gain=4.79397 1.48202 1.02266 0.793235 0.465899 0.276211 0.268004 0.267523 0.33009 0.165673 0.128986 0.115739 0.108064 0.107916 0.094925 0.0612293 0.0573827 0.111009 0.0930584 0.0971784 0.0568671 0.0671423 0.0347005 0.0314917 0.0418382 0.0105867 0.00834475
threshold=0.11543000000000002 -0.068594999999999989 -1.0000000180025095e-35 0.14794000000000004 -0.036844999999999996 0.090425000000000019 -0.14265999999999998 0.099675000000000014 -0.030304999999999995 -0.088784999999999989 0.087015000000000009 -0.055129999999999992 -0.088004999999999986 -0.076234999999999983 0.088465000000000002 0.085630000000000012 -0.011639999999999998 -0.087454999999999991 0.039845000000000012 -0.0086649999999999974 0.10272000000000002 0.0032700000000000003 -0.080769999999999995 0.088175000000000017 0.093890000000000015 -0.0040649999999999983 -0.076289999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 4 9 13 -7 12 -9 -2 -3 -6 -4 22 -14 16 17 -15 19 -18 21 23 -1 26 -25 -19 -8
right_child=3 2 7 -5 11 6 20 8 -10 -11 -12 -13 14 15 -16 -17 18 25 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00088782885707314033 0.00052160750454463946 0.00051657585654381821 0.000945403185385852 0.00017895625529336381 0.00027527574810114511 0.00099038983724605433 0.00092542558924008404 0.00045037675093057483 0.00077316945608754662 0.00076641452454162908 0.00028405864486763565 0.0004885611805671078 0.00084873545665684568 0.0010960522519159232 0.00067339514391983734 0.001027080693581005 0.00090432269748584701 0.00095905757199875807 0.0008131949691533286 0.0010041128486322915 0.00071162195359951452 0.00072076907565748972 0.00076181161599740731 0.0007311671837320179 0.00086951052428298626 0.00087981506318022737 0.00084862048420435122
leaf_weight=57 53 53 74 102 62 92 52 54 99 74 53 52 103 66 54 87 415 60 89 155 86 70 53 54 53 55 52
leaf_count=57 53 53 74 102 62 92 52 54 99 74 53 52 103 66 54 87 415 60 89 155 86 70 53 54 53 55 52
internal_value=0 0.000846082 0.00068827 0.000423401 0.000526713 0.000897749 0.000829625 0.000767573 0.000659473 0.000664528 0.00040065 0.000372873 0.000839019 0.000927868 0.000788652 0.000939747 0.00093066 0.000985322 0.000915594 0.00093152 0.000789229 0.000812855 0.000827432 0.000843238 0.000800022 0.000921465 0.000887362
internal_weight=0 1986 490 343 241 1496 459 384 153 127 106 114 231 1037 157 927 840 181 659 570 367 281 110 211 107 115 104
internal_count=2329 1986 490 343 241 1496 459 384 153 127 106 114 231 1037 157 927 840 181 659 570 367 281 110 211 107 115 104
is_linear=0
shrinkage=0.0032998


Tree=9743
num_leaves=21
num_cat=0
split_feature=1 123 151 13 1456 13 0 52 0 0 13 1211 41 1212 52 159 12 402 1212 133
split_gain=0.083231 0.0818335 0.0844448 0.0838809 0.060763 0.0983158 0.0859875 0.059014 0.0897346 0.0620755 0.0571863 0.0528348 0.0508522 0.0455168 0.0439386 0.0906804 0.0363482 0.029657 0.0292134 0.0158528
threshold=0.10335000000000001 0.084080000000000016 -0.081864999999999979 -0.40078499999999995 -0.06457499999999998 -0.085164999999999977 -0.082284999999999983 -0.22711499999999998 -0.073284999999999975 -0.14076499999999997 -0.075679999999999983 0.078255000000000005 0.07831500000000001 0.10083000000000002 0.23386500000000002 -0.24212499999999995 -0.070844999999999977 -0.048204999999999991 0.040035000000000008 0.12753500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 -7 -5 9 -9 -3 12 14 -13 16 -16 -6 19 -19 -18
right_child=1 10 3 7 11 6 -8 8 -10 -11 -12 13 -14 -15 15 -17 17 18 -20 -21
leaf_value=0.0069242104834386954 0.0083511063253538485 0.0016166231246706264 -0.0036712178266475977 0.0070351469233942482 0.0091515524079444199 -0.0063780112281529248 0.0030646723331933727 0.00037842792166703618 -0.0020563928065311489 0.008115976351958409 -0.0059159849788414237 -0.002335530022096514 0.0098587302179515054 0.0043947098005858252 0.00753934768149321 -0.0011184869796240005 0.00084864248053829279 0.004963772862732186 0.0079407534900307018 0.0042545388487539356
leaf_weight=59 73 60 60 83 62 54 55 52 97 69 54 53 60 61 54 93 70 963 106 91
leaf_count=59 73 60 60 83 62 54 55 52 97 69 54 53 60 61 54 93 70 963 106 91
internal_value=0 0.00206718 0.00312277 0.00206054 0.00444591 0.00138496 -0.00159687 0.00320905 0.00174409 0.0048056 -0.00193569 0.00476361 0.00502963 0.00124998 0.00482703 0.00204972 0.00514163 0.00493804 0.00526065 0.00278487
internal_weight=0 548 434 361 1781 168 109 301 218 121 114 1613 1499 114 1439 147 1292 1230 1069 161
internal_count=2329 548 434 361 1781 168 109 301 218 121 114 1613 1499 114 1439 147 1292 1230 1069 161
is_linear=0
shrinkage=0.16829


Tree=9744
num_leaves=18
num_cat=0
split_feature=1 50 15 13 124 457 50 15 15 403 157 157 475 49 48 1 484
split_gain=0.0576649 0.0580885 0.0644211 0.10796 0.0889814 0.039695 0.0392497 0.079135 0.0375739 0.0355718 0.0389602 0.0468069 0.0429696 0.0438958 0.0324283 0.0244299 0.0131387
threshold=0.10293500000000001 0.10883000000000001 -0.026169999999999995 0.084330000000000016 -0.051674999999999992 0.092475000000000016 0.10672000000000002 -0.011859999999999997 -0.075694999999999985 -0.54045999999999983 -0.086844999999999992 -0.067349999999999979 -0.06562999999999998 0.089355000000000004 0.094275000000000012 0.12158500000000001 0.085040000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 9 -8 14 -1 -11 16 -13 -14 15 -6 -12
right_child=1 -3 3 -5 8 -7 7 -9 -10 10 11 12 13 -15 -16 -17 -18
leaf_value=0.0079069916662641033 -0.0025985340248534773 0.0063218330381639865 -0.0062546597057613236 0.0037109914514755682 0.0061211829530177257 0.0082250711798580144 0.0043526259615244318 -0.0030436267773179169 0.0070548719263962946 0.0074775791946303048 0.0019217356046016571 0.0079458604526123668 0.0039399840877811058 0.0011471459345801527 -0.0010941586311427355 0.0018919949826120871 -0.0018609622907691202
leaf_weight=59 83 69 75 52 69 54 93 73 70 73 52 66 1055 190 52 92 52
leaf_count=59 83 69 75 52 69 54 93 73 70 73 52 66 1055 190 52 92 52
internal_value=0 0.001743 0.00109851 -0.00216009 0.00223413 0.00370705 0.00356357 0.00108923 0.00365783 0.00382792 0.00366497 0.00346701 0.00373963 0.00351521 0.002533 0.00371566 1.31118e-05
internal_weight=0 562 493 127 366 1767 1713 166 283 1547 1488 1415 1311 1245 213 161 104
internal_count=2329 562 493 127 366 1767 1713 166 283 1547 1488 1415 1311 1245 213 161 104
is_linear=0
shrinkage=0.16829


Tree=9745
num_leaves=25
num_cat=0
split_feature=0 12 11 13 52 1212 52 484 15 13 15 0 4 0 13 12 3 1 0 4 15 1 52 52
split_gain=0.158897 0.130415 0.118978 0.0833593 0.0780795 0.127739 0.0992229 0.0717193 0.0672523 0.054622 0.0520407 0.0620777 0.089215 0.0502943 0.0543032 0.0498329 0.0495037 0.0586151 0.0333549 0.0224808 0.0469669 0.0191515 0.0141598 0.0141589
threshold=-0.069074999999999984 -0.084509999999999988 0.077695000000000014 -0.08866499999999998 0.085020000000000012 0.085450000000000012 0.070205000000000017 0.052775000000000009 -0.0036549999999999998 -0.00016499999999999997 0.016500000000000004 0.12436000000000001 -0.048624999999999995 -0.22607999999999998 -0.41871499999999995 0.099225000000000022 0.045635000000000002 0.10141500000000002 -0.094514999999999988 -0.07928499999999998 0.10347000000000002 0.092415000000000011 0.090645000000000017 0.087035000000000015
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 -2 4 -3 6 8 13 10 9 18 11 12 -5 -1 -15 -12 17 -16 -6 22 -21 -14 23 -10
right_child=1 3 -4 7 5 -7 -8 -9 19 -11 15 -13 21 14 16 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.0013952259302348171 -0.0070877217980957995 -0.0053842434924335795 0.0099224194323879744 -0.0052384555675745233 0.0012625175101277579 0.010340190800532913 -0.0046164334140351843 -0.0037749431878633223 0.0040919212599710691 0.010334125102204971 0.009247447205251844 0.0064226071489171983 0.0045851131081023674 -0.0023795325374812095 0.0033526272237941876 0.0020960823439227475 0.0075439270925217652 -0.00079760728064584585 0.0066786967312372075 -0.0032260014539348771 0.0031369302766342832 0.00073206760011782792 0.0053650291338948755 0.0002162742269221653
leaf_weight=83 64 52 74 64 63 93 57 58 52 58 55 54 60 52 790 57 69 109 68 59 74 97 59 57
leaf_count=83 64 52 74 64 63 93 57 58 52 58 55 54 60 52 790 57 69 109 68 59 74 97 59 57
internal_value=0 5.92187e-05 0.00330263 0.000983164 0.00302056 0.00461223 0.00221905 0.00173126 0.00352142 0.00601409 0.00256112 0.00130718 4.9123e-05 0.00257392 0.00289866 0.00562395 0.00318406 0.00284743 0.00408768 0.00195029 0.000300768 0.00221601 0.00324546 0.00208169
internal_weight=0 561 1817 497 1743 583 1160 445 490 189 387 275 221 1103 1020 112 968 899 131 301 133 157 168 109
internal_count=2378 561 1817 497 1743 583 1160 445 490 189 387 275 221 1103 1020 112 968 899 131 301 133 157 168 109
is_linear=0
shrinkage=0.16829


Tree=9746
num_leaves=20
num_cat=0
split_feature=1 3 14 1 4 49 3 3 3 4 3 123 4 1 3 4 3 13 1
split_gain=4.74181 1.13211 0.820204 0.508195 0.313449 0.225448 0.215314 0.206893 0.190842 0.192437 0.235332 0.143117 0.0893888 0.0849537 0.0845213 0.082197 0.05886 0.0562207 0.051386
threshold=0.104035 -0.052614999999999995 0.054835000000000009 0.13630500000000004 0.30163500000000004 0.13087000000000001 0.31534000000000006 0.091170000000000015 -0.092019999999999977 -0.42305999999999994 -0.11756999999999999 1.0000000180025095e-35 0.0034000000000000007 0.11239500000000001 0.12991000000000003 -0.0065299999999999993 -0.055389999999999988 0.064420000000000019 0.11570500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 13 18 7 -5 8 9 -1 -11 12 15 -3 -15 -10 -14 -12 -2
right_child=1 3 -4 6 -6 -7 -8 -9 11 10 17 -13 16 14 -16 -17 -18 -19 -20
leaf_value=0.0008543010829842085 0.0008134033102130333 0.00032389256520715673 0.0011209018517892831 0.00027200687735794214 0.00043135066966013615 0.00054286680219513674 -1.5373793100271832e-06 0.00060486252598874568 0.00079393780935773381 0.00049291140217597737 0.00066693959676729657 0.00062649871281806853 0.00070283321716948371 0.00039034374382737705 0.00055930350251330433 0.00087918001493354173 0.00082689584121712191 0.00080108694625571626 0.0006673048931016693
leaf_weight=63 54 99 69 65 55 55 60 91 877 75 93 61 180 93 52 154 60 61 61
leaf_count=63 54 99 69 65 55 55 60 91 877 75 93 61 180 93 52 154 60 61 61
internal_value=0 0.000414785 0.0007669 0.000311951 0.000637789 0.00075308 0.000140424 0.000759801 0.000768461 0.00069105 0.000645985 0.000785404 0.000793003 0.000399679 0.000451179 0.000806705 0.000733996 0.000720305 0.000736214
internal_weight=0 539 1839 369 170 1770 125 1715 1624 292 229 1332 1271 244 145 1031 240 154 115
internal_count=2378 539 1839 369 170 1770 125 1715 1624 292 229 1332 1271 244 145 1031 240 154 115
is_linear=0
shrinkage=0.0032998


Tree=9747
num_leaves=21
num_cat=0
split_feature=1 3 1 12 1 1375 1456 47 0 42 13 1 3 13 12 1 11 1212 3 52
split_gain=2.39052 0.62995 0.272418 0.1462 0.143783 0.12027 0.12129 0.110387 0.110204 0.143171 0.113576 0.0851725 0.0793057 0.127801 0.0667638 0.0625097 0.0640884 0.0654814 0.0568125 0.056001
threshold=0.104035 -0.049204999999999992 0.14787500000000001 0.11769500000000001 0.11570500000000002 -0.092319999999999985 -0.069024999999999989 0.098400000000000015 -0.071844999999999978 0.088865000000000013 -0.0030199999999999997 0.078340000000000007 0.045635000000000002 -0.011764999999999998 0.093840000000000021 0.096860000000000016 1.0000000180025095e-35 0.085450000000000012 0.149315 -0.0082999999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 5 -2 -1 19 12 15 10 -10 -12 13 -3 -11 16 17 -8 -14 -7
right_child=1 2 -4 -5 -6 6 8 -9 9 14 11 -13 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00041818389317263755 0.00058947996371523951 0.0002774193749402325 2.7938275831109786e-05 0.00040345068248836521 0.00039644129663192094 0.00059413059084890507 0.00057284265476133028 0.00040545405112193484 0.00034718909839930582 0.00069700848759879689 0.00042165311225861784 0.00058655753059546256 0.00038606335081973385 6.2336994555045843e-05 0.00054036739273388939 0.00048109975454623297 0.00070332669445311751 0.00064312874038627765 0.00024118605567228366 0.00072194549015387277
leaf_weight=54 77 73 56 58 97 72 921 61 66 52 63 81 56 52 79 64 55 183 67 91
leaf_count=54 77 73 56 58 97 72 921 61 66 52 63 81 56 52 79 64 55 183 67 91
internal_value=0 0.00031848 0.000240399 0.000568546 0.000482069 0.000573903 0.000578752 0.000278789 0.000569667 0.000516317 0.000462192 0.000514657 0.000247491 0.000188227 0.000602814 0.000584513 0.000590193 0.000584525 0.000307433 0.000665704
internal_weight=0 539 365 1839 174 1781 1727 309 1564 341 210 144 248 125 131 1223 1159 1104 123 163
internal_count=2378 539 365 1839 174 1781 1727 309 1564 341 210 144 248 125 131 1223 1159 1104 123 163
is_linear=0
shrinkage=0.0032998


Tree=9748
num_leaves=15
num_cat=0
split_feature=3 40 40 10 150 160 40 3 1456 3 15 3 133 3
split_gain=3.02633 1.76768 0.48432 0.336579 0.241075 0.281596 0.209197 0.192003 0.184898 0.156598 0.326754 0.0798315 0.0656611 0.0511659
threshold=0.30112000000000005 -0.026419999999999996 1.0000000180025095e-35 -0.0010949999999999998 0.09487000000000001 -0.0071899999999999993 -0.080684999999999993 -0.16048499999999996 -0.077349999999999988 -0.10175499999999998 1.0000000180025095e-35 -0.078964999999999994 0.083700000000000011 -0.24154499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 7 -6 -5 13 12 10 -10 -11 -9 -3
right_child=-2 2 -4 6 5 -7 -8 8 9 11 -12 -13 -14 -15
leaf_value=0.0002960601026106736 0.00019387266534107874 0.00087312199128027177 0.00048351735046335326 0.00068395848655708469 0.00081427737397919014 0.00052114612462812889 0.00044733877449045596 0.00096230905882506272 0.00053999063494476589 0.00082475059268623501 0.00085264958790919661 0.00077274825566300679 0.00082560240925837734 0.0010217675257991746
leaf_weight=69 107 58 54 87 74 71 79 103 78 810 70 593 70 55
leaf_count=69 107 58 54 87 74 71 79 103 78 810 70 593 70 55
internal_value=0 0.000762192 0.000793497 0.00049082 0.000801925 0.000670987 0.000571563 0.000812241 0.000803468 0.000791875 0.000688108 0.000802796 0.000907198 0.000945783
internal_weight=0 2271 2036 235 1982 145 166 1837 1724 1551 148 1403 173 113
internal_count=2378 2271 2036 235 1982 145 166 1837 1724 1551 148 1403 173 113
is_linear=0
shrinkage=0.0032998


Tree=9749
num_leaves=24
num_cat=0
split_feature=3 2 2 2 2 49 16 11 15 2 3 15 1210 2 16 130 158 43 49 16 43 2 43
split_gain=3.57879 1.81094 1.29619 0.699512 0.518614 0.271447 0.169233 0.15801 0.401926 0.22934 0.134875 0.115913 0.115168 0.10603 0.0979288 0.0960254 0.0812954 0.0708733 0.113709 0.057623 0.0426285 0.0295231 0.0184164
threshold=-0.058704999999999993 0.14578500000000003 -1.0000000180025095e-35 0.099450000000000024 0.12051500000000002 0.047620000000000003 -0.042349999999999992 1.0000000180025095e-35 1.0000000180025095e-35 0.096540000000000015 0.10812000000000001 -0.10245999999999998 -0.07983999999999998 0.10322500000000003 -0.08069999999999998 0.053680000000000012 0.10874500000000002 -0.015804999999999996 0.097085000000000019 -0.081779999999999978 -0.082094999999999987 0.088745000000000004 0.070325000000000013
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 11 6 7 10 -4 9 13 12 -5 -2 19 -9 20 16 -16 18 -11 -1 -14 -8 -22
right_child=1 -3 3 5 -6 -7 21 8 -10 17 -12 -13 14 -15 15 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.00072314599025071901 0.00011242797994043213 4.5533692083317487e-05 0.00064442028833369756 0.00050775176478676731 0.0004522950270044903 0.00064126707983172364 0.00090085575523600513 0.0006219942984758062 0.0010854108950884805 0.0007465798004228088 0.00032724048517822563 0.00031719855039419651 0.00088432880822333644 0.00083244534561338276 0.00073861438973100958 0.00060643424968572716 0.00087745050980215036 0.00055028740476078099 0.00055167660666770313 0.0005651532993185633 0.00080259800804698275 0.00078095886976495233 0.00073789829057873616
leaf_weight=56 59 102 89 94 69 91 54 53 52 97 90 63 67 56 595 58 53 74 52 52 271 52 79
leaf_count=56 59 102 89 94 69 91 54 53 52 97 90 63 67 56 595 58 53 74 52 52 271 52 79
internal_value=0 0.000452 0.000521974 0.000600684 0.000733752 0.000493113 0.000752205 0.000745755 0.000845307 0.000734708 0.00041965 0.000218459 0.000752504 0.000730439 0.00076258 0.000738278 0.000750024 0.00063631 0.000678796 0.000647402 0.000803642 0.000842371 0.000788095
internal_weight=0 694 592 470 1684 275 195 1615 161 1454 184 122 1231 109 1123 706 648 223 149 108 417 106 350
internal_count=2378 694 592 470 1684 275 195 1615 161 1454 184 122 1231 109 1123 706 648 223 149 108 417 106 350
is_linear=0
shrinkage=0.0032998


Tree=9750
num_leaves=32
num_cat=0
split_feature=1 16 1213 1212 3 49 3 52 43 4 4 49 43 43 1 1 4 4 43 3 43 43 4 2 16 51 3 3 3 2 4
split_gain=0.0956358 0.0751479 0.127361 0.0797566 0.191066 0.0669467 0.0588871 0.0553174 0.0627112 0.0542812 0.303535 0.0643819 0.0463105 0.0465296 0.108268 0.0824518 0.0698056 0.0440077 0.0314389 0.0309475 0.05926 0.0338801 0.0283803 0.0188667 0.0183631 0.0234756 0.0231424 0.0173363 0.0133773 0.00983142 0.00854099
threshold=0.08956500000000002 -0.085514999999999994 -0.09411499999999999 0.082415000000000016 -0.088534999999999989 -0.081589999999999982 -0.015069999999999998 0.095040000000000027 -0.012534999999999999 -0.07928499999999998 -0.15805499999999997 0.0083400000000000019 0.091510000000000022 -0.049914999999999994 0.13130500000000003 0.12220000000000002 0.052250000000000012 0.0045450000000000013 -0.083154999999999993 -0.086424999999999988 -0.093419999999999989 -0.085349999999999995 -0.065454999999999985 0.08647500000000001 -0.15796999999999997 0.0045000000000000014 -0.081359999999999988 -0.10122999999999999 -0.087854999999999975 0.084735000000000019 -0.064534999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 6 -2 17 22 10 -7 12 13 14 18 16 -15 19 -11 20 27 -21 -9 -23 26 29 -4 -3 -22 -26 -31
right_child=5 3 24 4 -6 9 -8 8 -10 11 -12 -13 -14 15 -16 -17 -18 -19 -20 21 28 23 -24 -25 25 -27 -28 -29 -30 30 -32
leaf_value=0.014151619644212965 -0.0056623595073839999 0.0090604290853250526 0.0043614034538100189 -0.0072745306992982872 0.0050202971959946059 0.0055410084306809172 0.0023323923805723106 0.00683137053764601 -0.0023073686989776303 0.0083547269750218252 -0.010366106113183941 -0.00043340027010921458 -0.00024648396409239162 0.0078101516957287016 -0.0031328163765409287 0.012002654745573584 0.00073261371870084798 0.0018251149020634798 0.0036452013014207961 0.010500008302739179 0.0031648816225519501 0.0077723958764804191 0.0014476049052970347 0.0047729554693602145 0.0067854844050652448 0.0019490264705466663 0.0090981016195599979 0.0049610157466645211 -0.00024432786994747367 0.0027361949214606955 0.0057545580099003513
leaf_weight=53 52 59 53 59 91 98 52 57 67 62 52 94 55 89 57 60 72 101 121 58 81 101 56 159 96 73 71 64 53 52 62
leaf_count=53 52 59 53 59 91 98 52 57 67 62 52 94 55 89 57 60 72 101 121 58 81 101 56 159 96 73 71 64 53 52 62
internal_value=0 0.00458356 0.00637106 0.00376443 0.000172354 0.00234586 -0.00164771 0.00439178 0.00175478 0.00289472 1.45646e-05 0.00360001 0.00433825 0.00488914 0.00325205 0.00665884 0.0046562 0.00509128 0.0052506 0.00566187 0.00426954 0.00678146 0.00417921 0.00594503 0.00535345 0.00458707 0.00708803 0.00694201 0.00180306 0.00549555 0.00439352
internal_weight=0 1466 460 1006 150 864 104 856 180 760 150 610 516 461 240 221 161 676 183 575 257 318 113 260 407 283 124 123 134 210 114
internal_count=2330 1466 460 1006 150 864 104 856 180 760 150 610 516 461 240 221 161 676 183 575 257 318 113 260 407 283 124 123 134 210 114
is_linear=0
shrinkage=0.16829


Tree=9751
num_leaves=19
num_cat=0
split_feature=2 4 39 2 42 16 42 11 4 39 376 2 4 1213 1212 49 16 2
split_gain=3.30361 1.7682 0.653076 0.330073 0.164834 0.173582 0.197696 0.137852 0.165057 0.131762 0.128544 0.104167 0.0971404 0.0951244 0.118667 0.0809802 0.0719639 0.0526663
threshold=0.13459500000000005 0.30163500000000004 0.081875000000000017 0.099675000000000014 0.077855000000000021 0.51148500000000008 -0.034284999999999989 0.075910000000000019 0.0051600000000000005 0.092310000000000017 0.081970000000000015 0.14870000000000003 0.50973500000000016 -0.082254999999999981 0.08401500000000002 0.085870000000000016 -0.094359999999999986 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 8 13 11 -4 -2 -3 14 -1 -15 -10 -6
right_child=9 12 10 4 17 -7 -8 -9 16 -11 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.00074136650082868162 0.00036951594217969852 0.00027919943449363822 0.00058465148307719267 0.00063919019667855613 0.00064968327728784803 0.0007089011768511809 0.00040437237383541511 0.00087661800886071741 0.0007026162801959104 6.6576762847845786e-05 0.00038507949781002923 0.00016866868429317393 0.00044416827791630162 0.00072038490811062968 0.00091574239859736723 0.00080590164485996115 0.00057179047515807594 0.00079115397842887607
leaf_weight=103 53 100 72 73 60 72 87 77 101 57 72 62 66 890 78 149 93 65
leaf_count=103 53 100 72 73 60 72 87 77 101 57 72 62 66 890 78 149 93 65
internal_value=0 0.000672624 0.000699908 0.000716627 0.000625852 0.000573072 0.000511728 0.000738338 0.000730783 0.000197135 0.00048511 0.000261539 0.000345002 0.000745177 0.000816707 0.000732683 0.000640082 0.00072353
internal_weight=0 2158 1992 1848 357 232 160 1491 1414 172 144 115 166 1220 181 1039 194 125
internal_count=2330 2158 1992 1848 357 232 160 1491 1414 172 144 115 166 1220 181 1039 194 125
is_linear=0
shrinkage=0.0032998


Tree=9752
num_leaves=18
num_cat=0
split_feature=40 43 1452 4 4 4 15 0 48 150 157 3 403 133 0 0 15
split_gain=0.0898067 0.0741094 0.0780995 0.0628841 0.216067 0.0621677 0.0752475 0.0615423 0.0532211 0.101495 0.0519069 0.0512893 0.0446015 0.0498461 0.030321 0.0196921 0.0156528
threshold=0.051255000000000002 -0.50761499999999993 0.087295000000000011 -0.088499999999999981 -0.16772499999999999 -0.060264999999999992 -0.0015749999999999998 -0.087939999999999977 -0.074214999999999989 0.11386500000000001 -0.0048549999999999991 -0.050489999999999993 -0.09551999999999998 0.40438500000000005 -0.082784999999999984 0.11026000000000001 0.11699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 7 8 -5 -7 -10 -3 16 13 -9 -14 -12 -8
right_child=-2 2 -4 5 -6 6 11 12 9 -11 15 -13 14 -15 -16 -17 -18
leaf_value=0.0099369512363585832 -0.0030465008363026744 0.0085674365945904354 0.008314927666934013 0.010345174615276533 -0.0051464373374416504 -0.0010196996244109071 -9.7139299862041264e-05 -6.6140037752307886e-05 0.0034843134083783426 0.011004722113065326 0.00024623402212311678 -0.0044115053601245791 0.0073754461808096822 0.0061522009690499818 0.0043178335794383637 0.004467741609668242 0.0038883006462285645
leaf_weight=54 56 60 96 59 102 66 56 100 942 54 59 56 158 57 232 69 54
leaf_count=54 56 60 96 59 102 66 56 100 942 54 59 56 158 57 232 69 54
internal_value=0 0.00375799 0.00360688 0.00339324 0.00108175 0.00375776 0.00306585 0.00515689 0.0035868 0.00389385 0.00447043 -0.00025612 0.004594 0.00218003 0.00556117 0.00253593 0.00184302
internal_weight=0 2274 2220 2124 290 1834 1228 606 1062 996 188 166 547 157 390 128 110
internal_count=2330 2274 2220 2124 290 1834 1228 606 1062 996 188 166 547 157 390 128 110
is_linear=0
shrinkage=0.16829


Tree=9753
num_leaves=17
num_cat=0
split_feature=2 15 124 13 1456 1212 2 47 151 15 2 3 160 15 13 1
split_gain=0.0728683 0.0869865 0.0685638 0.0742548 0.0959653 0.0918574 0.0732666 0.0587911 0.0481417 0.0490733 0.100921 0.0900487 0.0452851 0.0389779 0.0535993 0.0242342
threshold=-0.007134999999999999 -0.18708499999999997 -0.085059999999999983 -0.083894999999999983 -0.049894999999999995 0.08401500000000002 0.14578500000000003 0.098400000000000015 -0.089594999999999994 0.03981500000000001 0.11252000000000002 -0.11128999999999999 -0.015394999999999997 -0.11055 -0.15310499999999996 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 12 7 8 13 -6 10 -10 -11 -5 -4 -15 -16
right_child=2 -3 3 4 6 -7 -8 -9 9 11 -12 -13 -14 14 15 -17
leaf_value=0.0046366050299102941 0.0082078896987221248 -0.0040074819458912761 0.0082012087015150698 0.0033371949735245847 0.0065320815578281373 0.0099613397007625292 -0.0037929869415531453 -0.0015535673806315205 -0.00010568584108478689 0.0097465659089516349 0.0050560011169442642 0.0024626037443697341 0.010053477018282525 -1.5874559606185319e-05 0.0040729079630761975 0.0079393385306987599
leaf_weight=53 76 87 66 53 71 79 59 52 505 53 136 542 64 84 294 56
leaf_count=53 76 87 66 53 71 79 59 52 505 53 136 542 64 84 294 56
internal_value=0 -0.000722245 0.00322765 0.00304776 0.00239462 0.00457994 0.00199658 0.00380652 0.00225931 0.00201241 0.000986659 0.00311445 0.00702641 0.00436756 0.00378043 0.00469667
internal_weight=0 140 2190 2114 1483 631 1366 552 1307 1236 641 595 117 500 434 350
internal_count=2330 140 2190 2114 1483 631 1366 552 1307 1236 641 595 117 500 434 350
is_linear=0
shrinkage=0.16829


Tree=9754
num_leaves=19
num_cat=0
split_feature=39 34 15 4 3 13 3 49 15 130 43 43 3 12 4 13 160 49
split_gain=0.0683124 0.052327 0.0571403 0.0624011 0.0718119 0.0761946 0.0675614 0.073228 0.0479594 0.0441315 0.0461494 0.0431903 0.0646965 0.0405375 0.0389144 0.028262 0.0199333 0.0148725
threshold=0.10076500000000001 -0.080814999999999984 -0.14151499999999997 -0.50547999999999982 -0.095764999999999989 -0.0074049999999999993 -0.072579999999999992 -0.062709999999999974 0.11667500000000001 0.091285000000000019 -0.0086649999999999974 -0.089649999999999994 -0.11128999999999999 -1.0000000180025095e-35 -0.0038549999999999995 -0.010739999999999998 -0.077459999999999987 0.087950000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 -4 5 -5 9 14 -9 10 -6 12 -7 -3 -8 -2 -15 -18
right_child=15 2 3 4 6 11 7 8 -10 -11 -12 -13 -14 16 -16 -17 17 -19
leaf_value=-0.0022849389222765852 0.0010442952285646527 0.0087957017551674455 0.0071312162275321642 -0.0044574767491917661 0.0030371550542796885 0.0078363715337586969 0.0082948106153580992 -0.00092055822165802942 0.003990971086052974 -0.00055719427280707598 0.0055362096007598163 -0.0012624649703729665 -0.00037580806820053175 0.0011015057212147136 0.0017310552096394313 -0.0044307522634872256 0.0070028217478271294 0.0030541020268187919
leaf_weight=58 53 68 80 83 734 56 52 306 69 71 297 81 52 52 52 53 59 54
leaf_count=58 53 68 80 83 734 56 52 306 69 71 297 81 52 52 52 53 59 54
internal_value=0 0.00268646 0.00282041 0.00251855 0.00231844 -0.000201221 0.00275306 0.00107897 -1.20459e-05 0.0034791 0.0037588 0.00165842 0.00386572 0.00531701 0.00503021 -0.00167628 0.00387248 0.00513172
internal_weight=0 2224 2166 1933 1853 272 1581 479 375 1102 1031 189 108 233 104 106 165 113
internal_count=2330 2224 2166 1933 1853 272 1581 479 375 1102 1031 189 108 233 104 106 165 113
is_linear=0
shrinkage=0.16829


Tree=9755
num_leaves=12
num_cat=0
split_feature=10 2 39 43 1375 0 0 2 1429 2 43
split_gain=0.182776 0.0805895 0.0739337 0.0691351 0.0607629 0.0625417 0.0825433 0.113308 0.0650669 0.0276138 0.0142017
threshold=0.058500000000000003 -0.013254999999999998 0.10076500000000001 -0.14044999999999999 -0.090674999999999992 -0.23046999999999998 -0.11169999999999998 0.090545000000000014 0.084885000000000002 0.085600000000000023 -0.17922499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 -6 7 -7 -8 -3 -11
right_child=-2 2 -4 4 5 6 8 -9 -10 10 -12
leaf_value=0.0075916694587660743 -0.0076875956336767536 0.0082526552186203122 -0.0029011762425257643 -0.0035093390930589527 0.0067375994809338027 -0.0066136632070271503 0.0020846163477053451 0.0014369582725338977 0.0063005419013645036 0.0025967738273106988 0.0061657115288111033
leaf_weight=79 53 62 80 55 81 71 1488 163 112 88 52
leaf_count=79 53 62 80 55 81 71 1488 163 112 88 52
internal_value=0 0.00229969 0.00211325 0.00229878 0.00199328 0.00215225 0.00194876 -0.000998074 0.00238085 0.00526926 0.00393521
internal_weight=0 2331 2252 2172 1970 1915 1834 234 1600 202 140
internal_count=2384 2331 2252 2172 1970 1915 1834 234 1600 202 140
is_linear=0
shrinkage=0.16829


Tree=9756
num_leaves=17
num_cat=0
split_feature=15 14 2 16 0 475 393 457 1456 42 3 15 48 0 402 3
split_gain=0.0979465 0.0913366 0.0509906 0.048827 0.045179 0.0567848 0.0539286 0.0538115 0.0611286 0.0717476 0.0588656 0.0491516 0.0364413 0.0453831 0.0426221 0.038419
threshold=-0.37478999999999996 -0.42214499999999994 0.14234000000000005 -0.44010499999999991 -0.082039999999999988 -0.085599999999999996 0.087760000000000019 0.086120000000000016 -0.062944999999999987 0.086090000000000014 -0.12077499999999998 0.11754500000000001 0.086095000000000019 0.12474500000000001 0.039875000000000008 -0.015069999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -3 5 -2 7 8 9 -7 -10 12 13 14 15 -6
right_child=2 3 -4 -5 11 6 -8 -9 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0033941371649631822 -0.0030692862699025023 -0.0015910559581521495 -0.001793938490693141 -0.0085302030648763301 0.0019996518668189958 0.0028376977434020553 -0.0032270296255472604 -0.0019684714050476021 0.007681284034447922 -0.0058332542397074062 0.0025025470738396409 0.0075139503476852713 0.0059748880259011504 0.0070417955895778067 0.0055893358277207998 -0.0021629908432202237
leaf_weight=57 72 63 94 54 581 56 57 85 68 52 781 66 89 55 84 70
leaf_count=57 72 63 94 54 581 56 57 85 68 52 781 66 89 55 84 70
internal_value=0 -0.0021115 0.00203086 -0.00480909 0.00220162 0.00150005 0.00180104 0.00207781 0.00243908 -0.00132057 0.00291945 0.00306907 0.00273328 0.00236581 0.00201346 0.0015493
internal_weight=0 174 2210 117 2116 1171 1099 1042 957 108 849 945 879 790 735 651
internal_count=2384 174 2210 117 2116 1171 1099 1042 957 108 849 945 879 790 735 651
is_linear=0
shrinkage=0.16829


Tree=9757
num_leaves=14
num_cat=0
split_feature=15 14 4 13 157 15 475 376 39 15 400 13 12
split_gain=0.0677897 0.0632668 0.050429 0.0572397 0.0607156 0.147078 0.0513338 0.051108 0.0657977 0.0465515 0.0445491 0.041786 0.0355033
threshold=-0.37478999999999996 -0.42214499999999994 -0.46376499999999993 -0.16392499999999996 -0.08107499999999998 -0.0099749999999999978 -0.082549999999999998 0.083960000000000021 0.092440000000000008 -0.082179999999999989 -0.082259999999999986 -0.010739999999999998 0.085425000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 -4 5 9 -6 8 10 -5 -8 -3 -2
right_child=2 11 3 4 6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0028229385976317194 0.0075944786751079036 -0.0011251770864861667 -0.0024416329286062115 0.005393906854928048 0.0062053372380122228 -0.0079854501298168012 -0.0017037672377034755 -0.0033253539005792853 0.0074048014896406847 -0.00061304792869177878 0.0019929347743893881 -0.0075642829458629785 0.002184010092673
leaf_weight=57 67 65 100 61 79 61 98 53 61 90 1467 52 73
leaf_count=57 67 65 100 61 79 61 98 53 61 90 1467 52 73
internal_value=0 -0.00175616 0.00168922 0.0014789 0.00167882 -0.00100594 0.0020036 0.00180484 0.00197316 0.0018017 0.0017603 -0.00400236 0.00478614
internal_weight=0 174 2210 2070 1970 212 1758 1679 1626 151 1565 117 140
internal_count=2384 174 2210 2070 1970 212 1758 1679 1626 151 1565 117 140
is_linear=0
shrinkage=0.16829


Tree=9758
num_leaves=19
num_cat=0
split_feature=1 52 123 2 14 2 2 2 2 13 13 484 475 159 52 50 133 1
split_gain=6.79552 1.35902 0.838096 0.614465 0.427312 0.34438 0.920164 0.338115 0.20127 0.168065 0.141157 0.116345 0.191889 0.109173 0.159382 0.0484455 0.0654684 0.0152717
threshold=0.10538500000000002 -0.29521499999999995 1.0000000180025095e-35 0.14721500000000001 0.062655000000000016 -1.0000000180025095e-35 0.10527500000000002 0.12454500000000002 0.089885000000000007 -0.091769999999999977 -0.0013449999999999996 0.084225000000000008 -0.079669999999999977 0.08573500000000002 0.093245000000000008 0.10965000000000001 0.11524500000000001 0.11810000000000001
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 5 7 -3 -7 8 11 -10 17 15 -13 14 -11 16 -1 -8
right_child=1 3 -4 -5 -6 6 10 -9 9 13 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00091569576808667749 0.0008859300166551156 0.00023871813531130672 0.00049761615259064139 0.00010088774568502113 0.0011091480605907628 0.00081188119169713568 0.00031772625861265505 0.00059251553288884736 0.0006482966117652071 0.00076228894262409073 0.00045623710249980543 0.00064696340200699526 0.00090753006980321392 0.00094961918821046779 0.0008833880146739562 0.00080988776367058794 0.00082431125750317632 0.00023537498680234803
leaf_weight=710 58 96 75 88 70 65 58 57 67 322 91 59 68 71 197 73 107 52
leaf_count=710 58 96 75 88 70 65 58 57 67 322 91 59 68 71 197 73 107 52
internal_value=0 0.000410134 0.00084052 0.00034873 0.00085478 0.000408882 0.000470162 0.000844474 0.000853032 0.000807381 0.000359481 0.000882489 0.000786757 0.000825386 0.000808323 0.00089611 0.000903771 0.000279117
internal_weight=0 508 1876 450 1801 362 266 1731 1674 657 201 1017 127 590 519 890 817 110
internal_count=2384 508 1876 450 1801 362 266 1731 1674 657 201 1017 127 590 519 890 817 110
is_linear=0
shrinkage=0.0032998


Tree=9759
num_leaves=19
num_cat=0
split_feature=15 43 13 0 403 4 0 15 43 0 1446 51 133 1 15 15 0 52
split_gain=0.0610029 0.0442632 0.0913791 0.0718898 0.0606053 0.0554874 0.0878685 0.0459965 0.0420452 0.0379006 0.0486652 0.0423475 0.0356959 0.0327133 0.0321487 0.0378486 0.0309157 0.0155005
threshold=-0.37478999999999996 0.053790000000000011 -0.10899499999999999 -0.13513499999999998 -1.0000000180025095e-35 -0.37626499999999991 -0.023359999999999995 0.082365000000000008 -0.097279999999999991 -0.079854999999999995 0.088500000000000009 0.0089800000000000019 -0.27466499999999994 0.13752500000000004 -0.088489999999999985 0.035560000000000008 0.076335000000000014 0.074235000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 -2 -3 16 8 12 14 10 -10 -11 -6 -1 -7 -16 -4 -9
right_child=1 4 5 -5 7 6 -8 17 9 11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0032003897947014462 0.0011243504161654969 0.0086450071812703231 0.0083266351117571805 -0.0070064835599056062 0.0021362754284515186 0.0077539137907544544 -0.0044873271497537061 0.0021995425577289169 0.00079614216728871956 0.0038205910756307919 0.0060958719280203308 -0.00098839392368977002 0.0078779495185187023 0.0014643444539902493 -0.00030967115149883634 0.0047369953494444655 0.0031144355752617263 -0.0018115984793986787
leaf_weight=101 65 62 57 58 65 53 61 54 917 326 52 61 60 73 63 123 78 55
leaf_count=101 65 62 57 58 65 53 61 54 917 326 52 61 60 73 63 123 78 55
internal_value=0 0.00203364 0.00173578 -0.0026951 0.00395357 0.00204108 0.001772 0.00270286 0.00201251 0.00164754 0.0010824 0.00305794 0.00490665 -0.00123302 0.00407573 0.00301798 0.00532845 0.00015909
internal_weight=0 2210 1914 123 296 1791 1656 234 1595 1356 969 387 125 174 239 186 135 109
internal_count=2384 2210 1914 123 296 1791 1656 234 1595 1356 969 387 125 174 239 186 135 109
is_linear=0
shrinkage=0.16829


Tree=9760
num_leaves=13
num_cat=0
split_feature=1429 34 51 475 13 0 41 16 51 3 3 0
split_gain=0.0694752 0.0796013 0.0695847 0.0654475 0.052606 0.0491977 0.0910001 0.0522608 0.0491872 0.04325 0.0700786 0.0260315
threshold=0.052280000000000007 -0.072169999999999984 -0.085574999999999984 -0.080004999999999979 -0.16152999999999998 0.0037850000000000002 0.076195000000000013 0.022165000000000004 -0.019539999999999998 0.11535000000000002 0.094285000000000008 -0.13513499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 11 6 9 -7 -4 10 -6 -5
right_child=2 3 8 4 5 7 -8 -9 -10 -11 -12 -13
leaf_value=0.0071231662091931934 0.0086403965782049352 -0.0034903270880452201 -0.00012551904242267059 -0.0048292295879164854 0.0015736732832457316 -0.0046492496436530781 0.0076664587969477735 0.0016192937383978476 0.006167719766270334 -0.0031384768742551126 0.0078664621848335264 0.00028273956675352687
leaf_weight=67 77 80 88 53 1522 70 74 81 58 52 52 59
leaf_count=67 77 80 88 53 1522 70 74 81 58 52 52 59
internal_value=0 0.00140975 0.00453808 0.0012215 0.00141444 0.00162929 0.00188829 -0.00127476 0.00236223 0.00162422 0.00178271 -0.00212028
internal_weight=0 2110 223 2043 1963 1851 1700 151 146 1626 1574 112
internal_count=2333 2110 223 2043 1963 1851 1700 151 146 1626 1574 112
is_linear=0
shrinkage=0.16829


Tree=9761
num_leaves=15
num_cat=0
split_feature=13 4 12 12 41 13 4 13 4 123 15 1456 50 52
split_gain=3.52712 2.14372 0.705673 0.552807 0.535833 0.323989 0.250293 0.239007 0.199853 0.159567 0.113995 0.0919813 0.0754324 0.0550005
threshold=-0.33260499999999998 0.36766000000000004 -0.011819999999999999 0.11650500000000001 0.075585000000000013 -0.0094049999999999984 -0.08347499999999998 -0.078389999999999974 -0.03463999999999999 0.087755000000000014 -0.42759999999999992 0.056265000000000009 0.08461500000000001 -0.42890999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 12 11 -9 10 -3 -8 13 -4
right_child=1 9 3 -5 -6 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=8.85681022387112e-05 0.00068228921290642772 0.00055155999738473478 0.00091678293550351742 0.00051662124843276935 0.0010746131722824631 0.00040302093607237394 0.00077762457612614623 0.00076186807659076386 0.00064571304538890316 0.00023518114814373922 0.00036771694588952732 0.00089777741798092179 0.00095935746360690881 0.00080348238097608304
leaf_weight=102 99 67 62 91 66 85 530 325 335 52 86 85 55 293
leaf_count=102 99 67 62 91 66 85 530 325 335 52 86 85 55 293
internal_value=0 0.000716452 0.000749009 0.000768522 0.000781593 0.000553471 0.000770095 0.000747042 0.000702964 0.000394527 0.000448454 0.000794288 0.000841698 0.000823369
internal_weight=0 2231 2026 1842 1751 184 1685 1275 660 205 153 615 410 355
internal_count=2333 2231 2026 1842 1751 184 1685 1275 660 205 153 615 410 355
is_linear=0
shrinkage=0.0032998


Tree=9762
num_leaves=14
num_cat=0
split_feature=9 13 13 42 49 39 133 133 1452 39 151 2 13
split_gain=0.0812256 0.0877758 0.0621551 0.063373 0.0440044 0.0416248 0.0478902 0.117701 0.0444681 0.0392173 0.0311861 0.0262064 0.00526691
threshold=-0.073554999999999995 -0.16392499999999996 -0.097199999999999995 0.090445000000000011 -0.080639999999999976 0.099745000000000014 -0.091614999999999988 -0.14051499999999997 0.089640000000000011 1.0000000180025095e-35 -0.081519999999999981 0.089540000000000022 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 -3 10 6 7 11 9 -8 -4 -6 -2
right_child=1 2 4 -5 5 -7 8 -9 -10 -11 -12 -13 -14
leaf_value=0.0081407686263622516 -0.0014208394529802331 0.0093469019566845141 -0.0042194159448186849 0.0016855453467594342 0.0037615737825386734 -0.0020034887759186673 0.0024845891635715063 -0.0068664880964524298 -0.0021181751441954368 0.0062198726119640502 0.00092963116328111128 -0.00041148585799808584 -0.0037431334957051918
leaf_weight=59 56 65 54 59 104 69 1452 55 56 85 86 71 62
leaf_count=59 56 65 54 59 104 69 1452 55 56 85 86 71 62
internal_value=0 0.00180635 0.00205143 0.00571607 0.00182692 0.00204027 0.00219431 -6.81247e-05 0.00252209 0.00269233 -0.0010436 0.00205824 -0.00265625
internal_weight=0 2274 2156 124 2032 1892 1823 230 1593 1537 140 175 118
internal_count=2333 2274 2156 124 2032 1892 1823 230 1593 1537 140 175 118
is_linear=0
shrinkage=0.16829


Tree=9763
num_leaves=17
num_cat=0
split_feature=15 150 475 13 48 47 40 48 11 0 0 14 16 15 16 13
split_gain=6.61121 3.35046 1.09391 0.989355 0.665144 0.571011 0.459234 0.386181 0.354221 0.347661 0.401054 0.323045 0.402741 0.273412 0.16809 0.00666635
threshold=-0.24269999999999997 1.0000000180025095e-35 -0.075854999999999992 -0.15956499999999998 0.094275000000000012 0.11419000000000001 -0.07334499999999998 -0.0046349999999999994 1.0000000180025095e-35 -0.10946999999999998 -0.076539999999999983 -0.10708499999999999 -0.49181999999999998 -0.08760999999999998 -0.116045 0.094590000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 -3 -2 7 6 -5 -4 9 14 -11 -1 -13 -9 -8 -10
right_child=1 2 4 5 -6 -7 8 13 15 10 -12 12 -14 -15 -16 -17
leaf_value=0.00025593532168828663 0.00036926700854617316 0.00079250535535910932 0.0001814441901923787 0.00052251499678292288 -1.3365488122114922e-05 0.00055117062944949689 0.00075740990131003324 0.00038074081794615787 0.0010486459880713166 0.00086312715883625827 0.00074031879108368674 0.00017990656708845976 -0.00021415754981315516 0.00069069038818683791 0.00049721497274062346 0.00097460174603370038
leaf_weight=76 60 66 59 57 53 95 58 79 53 990 417 55 58 52 53 52
leaf_count=76 60 66 59 57 53 95 58 79 53 990 417 55 58 52 53 52
internal_value=0 0.000733551 0.000415427 0.000787101 0.000312866 0.000801205 0.000815323 0.000404053 0.000825585 0.000812646 0.000826755 8.95493e-05 -2.20447e-05 0.000504043 0.00063349 0.00101231
internal_weight=0 2144 309 1835 243 1775 1680 190 1623 1518 1407 189 113 131 111 105
internal_count=2333 2144 309 1835 243 1775 1680 190 1623 1518 1407 189 113 131 111 105
is_linear=0
shrinkage=0.0032998


Tree=9764
num_leaves=23
num_cat=0
split_feature=2 1453 150 48 4 2 4 39 474 42 52 51 0 402 15 0 2 1446 394 1212 133 394
split_gain=0.0567789 0.0770889 0.0674966 0.0923111 0.087474 0.0673244 0.0621215 0.061262 0.0615107 0.110896 0.125062 0.0500565 0.0651778 0.0472572 0.037154 0.0342705 0.0407446 0.0315073 0.0366008 0.0502808 0.0280994 0.0139786
threshold=0.091205000000000008 -0.048199999999999993 1.0000000180025095e-35 0.014805 0.50373500000000015 0.10136500000000002 -0.35136499999999998 0.088090000000000016 0.023345000000000001 0.083725000000000008 -0.019039999999999998 0.0053700000000000006 -0.072674999999999976 0.10913500000000002 0.117775 -0.066264999999999991 0.11701500000000002 0.037915000000000011 -0.0088999999999999982 0.055770000000000007 0.066685000000000008 -0.088469999999999979
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 -1 4 -4 5 11 -7 8 13 -10 -11 12 20 17 15 16 -8 18 21 -20 -2 -3
right_child=2 7 3 -5 -6 6 14 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.0024724131093926119 -0.0011382214815757563 0.0033146910508141912 0.0022106757063929138 -0.0058685586149407809 -0.0032243578843827491 0.0078207918405411719 0.002262277749264228 0.0079566485016414716 0.00054115722467892749 0.014905542349719112 0.0033989498673095723 0.0046273647243321482 -0.0051114607485021014 -0.0018830335059233942 0.006842011288752373 0.0048215326802717407 -0.0031429505640978264 0.0059060702515969683 0.0025360478798640848 -0.0013230107566642752 0.003121828966118902 0.0071123019460714509
leaf_weight=72 83 58 77 83 87 87 139 72 70 54 54 66 66 68 53 83 55 80 666 111 92 57
leaf_count=72 83 58 77 83 87 87 139 72 70 54 54 66 66 68 53 83 55 80 666 111 92 57
internal_value=0 0.0028727 0.00118436 -0.0019692 0.00180873 0.00241602 0.00380914 0.00317243 0.00288814 0.00578605 0.00916888 0.000517879 -0.000600085 0.00239043 0.00274608 0.00195589 0.000720607 0.00269124 0.0024009 0.00198244 0.00109108 0.00521261
internal_weight=0 1362 971 160 811 724 417 1290 1218 178 108 307 241 1040 330 277 194 972 892 777 175 115
internal_count=2333 1362 971 160 811 724 417 1290 1218 178 108 307 241 1040 330 277 194 972 892 777 175 115
is_linear=0
shrinkage=0.16829


Tree=9765
num_leaves=29
num_cat=0
split_feature=1 3 16 10 3 48 1 51 1 3 0 1 3 51 16 16 0 484 1212 49 133 133 3 16 3 0 3 16
split_gain=5.24868 0.799426 0.465796 0.296608 0.26047 0.201448 0.13741 0.117943 0.1123 0.107523 0.105163 0.0767997 0.210894 0.0659747 0.0650538 0.0615513 0.0521051 0.0468467 0.0610511 0.0398527 0.0363502 0.0355732 0.0298087 0.02825 0.027083 0.0445381 0.0222078 0.0042892
threshold=0.104035 -0.06340999999999998 0.062365000000000011 -1.0000000180025095e-35 -0.072579999999999992 0.092125000000000012 0.13554500000000003 -0.10101999999999998 0.095950000000000021 0.045635000000000002 -0.086224999999999982 0.081005000000000008 -0.116045 0.024995000000000003 -0.10346499999999999 0.062365000000000011 -0.074754999999999988 0.079595000000000013 0.091685000000000016 0.0047850000000000011 -0.015039999999999998 1.0000000180025095e-35 -0.082334999999999978 -0.0063399999999999993 -0.091869999999999993 -0.097074999999999981 -0.023394999999999996 -0.077074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 10 7 9 -6 13 -5 14 12 -12 23 24 16 27 18 20 21 -14 22 -16 26 -1 -26 -9 -13
right_child=1 3 -4 6 5 -7 -8 8 -10 -11 11 15 17 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.00079121015728820447 0.0003742791463283426 7.6936742085998564e-05 0.00071332203434577043 0.00026795005453091655 0.00080155350591510862 0.00046450467846239382 0.00019711299296322051 0.00071480578638026342 0.00050785348367810154 0.00043143133139633775 0.00049705920949616868 0.0007999618534125073 0.0007428859632359375 0.00057749428958649314 0.0007596046592829404 0.0008751789673549545 0.00065304419945613399 0.00078893082177135536 0.00080263988433410254 0.00074273355991003585 0.00067038960928060012 0.00088716387256720659 0.00086015757350396726 0.0007715731632363035 0.00061944280867222456 0.00076075245231626751 0.00062081920705618393 0.00074912301947906656
leaf_weight=53 100 80 80 81 70 57 86 86 53 100 52 81 116 59 96 52 56 95 65 83 312 91 62 60 52 55 53 76
leaf_count=53 100 80 80 81 70 57 86 86 53 100 52 81 116 59 96 52 56 95 65 83 312 91 62 60 52 55 53 76
internal_value=0 0.000346534 0.000525161 0.000253774 0.0007203 0.000649444 0.000306626 0.000677019 0.000648876 0.000358466 0.00074249 0.000720879 0.000700694 0.000677709 0.000782172 0.000769493 0.000743527 0.000718643 0.000705027 0.000809447 0.00069012 0.000831543 0.000799285 0.000707244 0.000725356 0.000692408 0.000679223 0.000775576
internal_weight=0 527 180 347 1835 438 267 381 311 181 1397 905 640 258 492 265 213 588 493 332 428 249 158 199 160 107 139 157
internal_count=2362 527 180 347 1835 438 267 381 311 181 1397 905 640 258 492 265 213 588 493 332 428 249 158 199 160 107 139 157
is_linear=0
shrinkage=0.0032998


Tree=9766
num_leaves=13
num_cat=0
split_feature=10 48 158 0 1211 52 474 1429 2 401 2 475
split_gain=0.103726 0.0702673 0.0898898 0.0479504 0.0443235 0.072598 0.0451495 0.0740356 0.0690336 0.0686654 0.0520381 0.0466444
threshold=-1.0000000180025095e-35 0.11951500000000001 -0.18217999999999998 -0.068669999999999995 0.077345000000000011 0.061255000000000011 0.089165000000000008 0.084770000000000012 0.08647500000000001 0.082280000000000006 -0.0091949999999999983 -0.06562999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 7 8 10 -10 -4 -8
right_child=1 -3 4 -5 5 -7 11 -9 9 -11 -12 -13
leaf_value=0.00051594505720087747 -0.0028269873703207571 -0.0026025234666600984 -0.00048055760877737389 -0.0058967427833857659 0.0018654003112817434 0.01005237056124467 0.0080079337802367607 -0.0026405072131246961 0.0021394162608938177 -0.0028763023443618774 0.0043592359097327001 0.0016354931891332291
leaf_weight=71 83 76 69 61 63 61 85 79 932 84 644 54
leaf_count=71 83 76 69 61 63 61 85 79 932 84 644 54
internal_value=0 0.00241488 0.00259275 -0.00243388 0.00281082 0.00590735 0.00261269 0.00238624 0.00261696 0.00172296 0.00388835 0.00554523
internal_weight=0 2230 2154 132 2071 124 1947 1808 1729 1016 713 139
internal_count=2362 2230 2154 132 2071 124 1947 1808 1729 1016 713 139
is_linear=0
shrinkage=0.16829


Tree=9767
num_leaves=19
num_cat=0
split_feature=1 51 13 13 2 49 484 13 16 0 1429 1 43 51 13 51 480 0
split_gain=0.100667 0.091915 0.0634707 0.115019 0.15984 0.0628556 0.0613879 0.0648215 0.0753717 0.0607704 0.0598672 0.057918 0.0755393 0.0478939 0.0460951 0.0319888 0.0332736 0.0222997
threshold=0.10396500000000002 0.088440000000000005 -0.011269999999999997 -0.15714499999999998 0.10575500000000002 -0.096484999999999987 0.087150000000000019 0.034905000000000012 -0.18776499999999999 -0.085669999999999982 0.084770000000000012 0.10797500000000002 -0.065409999999999982 0.13095500000000002 0.087005000000000013 0.10174000000000001 0.08759500000000002 -0.080034999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 7 8 -7 -8 15 -4 -13 -3 -9 16 -10 -16
right_child=1 13 11 4 -6 6 9 14 10 -11 -12 12 -14 -15 17 -17 -18 -19
leaf_value=0.0071228235430479091 0.0014030139660102484 0.007794652525858539 -0.0035008632349740327 -0.0018643063400972703 -0.013713212239496449 -0.0024279981456702352 0.0095790535487081888 -0.0039842853625095239 0.0033285255965175772 0.0026854138913444169 -0.0027375713237454222 -0.0022269126883370169 0.0059342606496121707 0.00069378096941892021 -0.0011537357782308206 -0.00023674712039145412 -0.0006568977351065964 0.0029442699135843525
leaf_weight=76 89 52 60 86 52 89 60 81 1077 94 56 52 83 57 71 86 62 79
leaf_count=76 89 52 60 86 52 89 60 81 1077 94 56 52 83 57 71 86 62 79
internal_value=0 -0.0002546 -0.00138306 -0.00329757 -0.00634213 0.00237423 0.00216756 0.00185716 0.00229719 0.00538291 0.00262689 0.000836406 0.00277739 0.00409784 -0.000744784 0.00287358 0.00311001 0.00099257
internal_weight=0 531 422 227 138 1831 1755 1601 1370 154 1281 195 135 109 231 1225 1139 150
internal_count=2362 531 422 227 138 1831 1755 1601 1370 154 1281 195 135 109 231 1225 1139 150
is_linear=0
shrinkage=0.16829


Tree=9768
num_leaves=25
num_cat=0
split_feature=1 4 3 4 1 3 16 16 16 13 16 13 11 3 13 42 3 16 3 484 4 13 4 3
split_gain=7.3467 1.21405 0.622697 0.540916 0.412467 0.320857 0.177254 0.175657 0.134171 0.146803 0.164615 0.119795 0.111076 0.221295 0.116731 0.0951747 0.0948239 0.0904489 0.0666256 0.0580584 0.0416351 0.0515119 0.00975335 0.00571795
threshold=0.104035 0.27287000000000006 -0.036004999999999988 0.26665000000000005 0.13130500000000003 -0.072579999999999992 -0.0094449999999999968 0.40052000000000004 -0.038799999999999994 -0.0034149999999999996 0.15050500000000003 -0.059914999999999989 1.0000000180025095e-35 -0.12077499999999998 0.039845000000000012 0.077855000000000021 0.0037100000000000002 -0.095494999999999983 -0.041784999999999996 0.079595000000000013 -0.083829999999999988 0.043640000000000005 -0.011809999999999999 -0.088714999999999988
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 7 5 15 12 -4 -2 17 11 -11 -10 13 -1 -14 -3 -6 -7 -19 20 23 -22 -21 -15
right_child=1 4 6 -5 16 8 -8 -9 9 10 -12 -13 14 19 -16 -17 -18 18 -20 22 21 -23 -24 -25
leaf_value=0.00079750366991666833 0.00071840302079510365 0.00040635173231082076 0.00063069270589608656 0.00063211266535189554 0.00031972557201131275 0.00092408039781741928 0.00040027038517826433 0.00096208128017696186 0.00097347011507818704 0.0011672427335694719 0.00090908771670072182 0.00074542050713726784 0.0012118289315986353 0.0010160532787226526 0.00099135818320942801 0.00059306681447113979 0.0001305696755657176 0.00084272363413502745 0.00068142110829101567 0.00102762990751334 0.00098735887552777813 0.00087365495702645675 0.0010973042707915332 0.0010673809989480475
leaf_weight=63 69 73 80 52 52 73 69 64 53 55 57 52 56 140 55 53 67 69 53 70 774 52 80 81
leaf_count=63 69 73 80 52 52 73 69 64 53 55 57 52 56 140 55 53 67 69 53 70 774 52 80 81
internal_value=0 0.000523594 0.000671357 0.000965791 0.000353371 0.000975503 0.000524224 0.000835927 0.000893943 0.000951511 0.00103617 0.000860867 0.000999986 0.000990892 0.0011029 0.00048517 0.000213522 0.0008297 0.000772938 0.00100104 0.00099184 0.000980243 0.00106502 0.00103503
internal_weight=0 527 282 1835 245 1783 149 133 412 217 112 105 1371 1260 111 126 119 195 122 1197 1047 826 150 221
internal_count=2362 527 282 1835 245 1783 149 133 412 217 112 105 1371 1260 111 126 119 195 122 1197 1047 826 150 221
is_linear=0
shrinkage=0.0032998


Tree=9769
num_leaves=28
num_cat=0
split_feature=1 3 16 3 12 3 12 3 2 12 2 2 1 402 0 16 1 1 13 1447 481 133 42 12 2 2 0
split_gain=3.32802 0.694112 0.402868 0.327858 0.318309 0.30173 0.293448 0.312575 0.291761 0.208014 0.183744 0.239928 0.1152 0.0819297 0.0661643 0.0734058 0.0405154 0.0368845 0.0307791 0.0254972 0.0647344 0.028755 0.0500349 0.035187 0.019532 0.0182734 0.0140294
threshold=0.104035 -0.031844999999999991 0.062365000000000011 0.31534000000000006 0.077755000000000005 0.077930000000000013 0.090465000000000004 -0.14162499999999997 0.11444000000000001 -0.088294999999999985 0.079570000000000016 0.092155000000000015 0.087615000000000012 0.084925000000000014 -0.072174999999999975 0.081265000000000018 0.091785000000000019 0.088595000000000021 -0.068549999999999986 -0.086059999999999984 -0.075999999999999998 0.044405000000000007 0.08784500000000002 0.087045000000000025 0.091205000000000008 0.11693000000000002 -0.078759999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 5 10 9 7 -6 -2 -3 -1 -12 13 14 24 -16 -14 -13 -18 -9 -21 22 -22 -23 -8 -7 -26
right_child=1 3 -4 -5 6 25 12 19 -10 -11 11 17 16 -15 15 -17 18 -19 -20 20 21 23 -24 -25 26 -27 -28
leaf_value=0.00040855830559015361 0.00057646575602855483 0.00039459892822609139 0.0007055623533699884 8.763051048130851e-05 0.0009746268457892052 0.00051293581465938569 0.00072990106626931624 0.00080556535006990487 0.00025483464340299978 0.00012791103116809464 0.00076916464852862861 0.00059752769948611241 0.00080515595714410778 0.00051445281110792224 0.0005248398686754749 0.00066434802071863096 0.00075482911864664724 0.00048421839169857409 0.00065083976300244579 0.00061536601771515985 0.00069337080656330053 0.00079091257127881186 0.00078295328245638768 0.00070656350248970209 0.00063273595057850799 0.000422321393519652 0.00069724967310946112
leaf_weight=54 61 55 89 68 62 62 71 53 63 77 81 68 54 63 89 84 60 69 87 59 315 177 97 94 117 52 81
leaf_count=54 61 55 89 68 62 62 71 53 63 77 81 68 54 63 89 84 60 69 87 59 315 177 97 94 117 52 81
internal_value=0 0.000390008 0.000535608 0.000291129 0.000687695 0.000347238 0.000705932 0.000747266 0.000413341 0.000239298 0.000582769 0.00062576 0.000655708 0.00062858 0.000644767 0.000592782 0.00072369 0.000540717 0.000693524 0.00072949 0.000724008 0.000733342 0.000714547 0.000761785 0.00067807 0.000471912 0.000659306
internal_weight=0 527 213 314 1835 246 1563 857 124 132 272 218 706 505 442 173 201 137 147 795 742 683 412 271 269 114 198
internal_count=2362 527 213 314 1835 246 1563 857 124 132 272 218 706 505 442 173 201 137 147 795 742 683 412 271 269 114 198
is_linear=0
shrinkage=0.0032998


Tree=9770
num_leaves=11
num_cat=0
split_feature=41 11 16 12 124 150 13 1456 1210 15
split_gain=0.0777073 0.0555784 0.175201 0.0691817 0.0605459 0.0780354 0.0607198 0.0548918 0.0427323 0.0404001
threshold=0.079395000000000007 0.077415000000000012 0.25032500000000008 -0.11875499999999999 -0.085124999999999992 -0.088794999999999985 -0.15416999999999995 -0.077604999999999993 -0.080364999999999978 -0.08760999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 9 -9 -8
right_child=-2 2 -4 4 5 6 7 8 -10 -11
leaf_value=0.0086317447520199778 -0.0015564886995914969 0.01370422668046041 0.00029813748270134208 -0.0015004705909293953 0.0094841141175946476 -0.0014611585156939942 0.0099752974383994567 -0.00057797996133028963 0.0030470697536805597 0.0042452381665865407
leaf_weight=62 98 55 56 84 53 85 52 97 1560 112
leaf_count=62 98 55 56 84 53 85 52 97 1560 112
internal_value=0 0.0032739 0.00695698 0.00307883 0.00290943 0.00309944 0.00292096 0.00312649 0.00283378 0.00607304
internal_weight=0 2216 111 2105 2043 1959 1906 1821 1657 164
internal_count=2314 2216 111 2105 2043 1959 1906 1821 1657 164
is_linear=0
shrinkage=0.16829


Tree=9771
num_leaves=21
num_cat=0
split_feature=4 3 3 3 42 3 42 402 3 42 132 16 3 3 16 16 16 3 160 3
split_gain=3.32776 1.35297 0.600336 0.497386 0.484907 0.159497 0.129338 0.105794 0.098943 0.118826 0.0875572 0.121714 0.0692849 0.249375 0.135555 0.0664976 0.0622073 0.0548475 0.0380337 0.0146305
threshold=0.30163500000000004 -0.049204999999999992 0.30112000000000005 -0.0047649999999999993 -0.0043149999999999994 0.11191000000000002 0.11457500000000002 -1.0000000180025095e-35 0.13524500000000003 0.086700000000000013 0.088210000000000011 -0.069144999999999984 -0.14443999999999999 -0.10583499999999998 0.25032500000000008 -0.0093349999999999978 -0.055679999999999993 -0.092019999999999977 -0.082024999999999987 -0.097094999999999987
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 6 3 4 -3 16 10 -8 9 -2 12 -12 14 -14 -1 -6 -5 19 -19 -15
right_child=8 2 -4 5 15 -7 7 -9 -10 -11 11 -13 13 17 -16 -17 -18 18 -20 -21
leaf_value=0.00082518345327954308 0.000290386206145911 0.00058948819459234776 0.00010970244938207906 0.00055408215401790575 0.00029475767731252793 0.00041135633430738802 0.00062088354283890742 0.00042612250737500976 5.1971217890727848e-05 0.00011987843751860181 0.00065691871222273753 0.0004554639007446802 0.00045296188197496039 0.00063262591879441235 0.00060514601904808828 0.0001315454004002779 0.00067660266189025929 0.00070536408548950089 0.00065614249224334783 0.00054783169371681417
leaf_weight=74 103 57 54 90 56 52 73 55 52 80 75 61 68 53 55 55 103 251 788 59
leaf_count=74 103 57 54 90 56 52 73 55 52 80 75 61 68 53 55 55 103 251 788 59
internal_value=0 0.000594378 0.000437742 0.000480548 0.000341742 0.000575586 0.000639734 0.000537472 0.000179885 0.00021604 0.000648531 0.000566819 0.000656749 0.000648794 0.000731642 0.000214204 0.000619651 0.000660333 0.000668067 0.000588272
internal_weight=0 2079 467 413 168 245 1612 128 235 183 1484 136 1348 1219 129 111 193 1151 1039 112
internal_count=2314 2079 467 413 168 245 1612 128 235 183 1484 136 1348 1219 129 111 193 1151 1039 112
is_linear=0
shrinkage=0.0032998


Tree=9772
num_leaves=19
num_cat=0
split_feature=30 9 151 2 1456 131 0 3 12 3 4 130 3 131 0 42 42 2
split_gain=0.0606393 0.0492335 0.0525175 0.07856 0.0625192 0.0554851 0.0580678 0.0531911 0.132018 0.116312 0.0702848 0.0545006 0.0398579 0.0383317 0.0355717 0.0336114 0.0230674 0.0227447
threshold=0.086065000000000016 0.037245000000000007 -0.0056149999999999993 0.086915000000000006 -0.081149999999999986 0.08956500000000002 -0.086544999999999997 -0.046329999999999989 -0.094329999999999983 -0.0053599999999999993 0.24099500000000004 -0.072444999999999982 -0.084854999999999986 0.09901500000000002 -0.14454499999999995 0.085195000000000007 -0.0075749999999999993 0.10584500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 7 -7 10 -9 -10 11 -6 -5 -8 -14 -4 -15 -16
right_child=-2 -3 4 12 5 6 13 8 9 -11 -12 -13 14 16 17 -17 -18 -19
leaf_value=0.0088659113716690885 -0.0024909104857391176 0.0077539179356410906 0.009284642632645685 0.00061358441919851002 0.0078326158179992597 0.0094964099491947843 0.0062936440346415224 0.007532783601207022 -0.0084076237902781063 0.00022985886305204267 -0.0031059130738063222 0.0024612334027960198 0.0019639219101013679 0.0033889506658600151 0.0089255447987120883 0.0038327764042510788 -0.0012052015063415593 0.0041874735798928123
leaf_weight=98 56 63 55 101 57 54 74 54 56 207 61 972 80 73 60 81 53 59
leaf_count=98 56 63 55 101 57 54 74 54 56 207 61 972 80 73 60 81 53 59
internal_value=0 0.00309779 0.00296333 0.0047179 0.00257373 0.00228795 0.00458209 0.00187252 -4.06393e-05 -0.00160247 0.00243057 0.00276052 0.0033569 0.00324624 0.0047402 0.00605079 0.00144223 0.00659151
internal_weight=0 2258 2195 398 1797 1661 254 1407 317 263 1090 1029 300 200 199 136 126 119
internal_count=2314 2258 2195 398 1797 1661 254 1407 317 263 1090 1029 300 200 199 136 126 119
is_linear=0
shrinkage=0.16829


Tree=9773
num_leaves=17
num_cat=0
split_feature=403 43 51 48 40 124 13 15 42 3 43 157 43 15 13 12
split_gain=0.0495413 0.053439 0.111324 0.0699054 0.0528078 0.0773386 0.0365129 0.074914 0.123819 0.03996 0.0327504 0.0326515 0.0330661 0.0533795 0.0484728 0.0291413
threshold=-0.53317999999999988 -0.084964999999999985 -0.085099999999999981 0.12737000000000001 -0.081029999999999977 -0.078224999999999989 -0.009329999999999998 0.041820000000000003 -0.087004999999999985 -0.083914999999999976 -0.23269999999999999 -0.15918499999999997 -0.0035149999999999995 -0.043644999999999996 -0.087634999999999977 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 9 8 -8 15 -9 -7 14 -14 -13 -4
right_child=1 3 6 -5 5 11 7 10 -10 -11 -12 12 13 -15 -16 -17
leaf_value=-0.0018660701514618492 -0.0047557823635133419 0.0081767778328495546 0.0051547390362050955 -0.0025737994823462739 -0.002117981203136856 0.0072748863609608397 0.0028896217781516345 0.0067993217453310049 -0.0083489561406493579 0.0069634710962164044 0.0010318321098700168 0.0077754344968991029 0.0042493587875247841 0.0013337038993053653 0.0034887748067101926 0.00011560357625641896
leaf_weight=72 78 60 53 60 77 58 58 52 53 72 62 86 283 486 618 86
leaf_count=72 78 60 53 60 77 58 58 52 53 72 62 86 283 486 618 86
internal_value=0 0.00260451 0.00109259 0.0030532 0.00325669 0.00307198 0.00214298 0.000641948 -0.00246036 0.0037351 0.00367838 0.00333418 0.00317779 0.00240903 0.00401498 0.00204993
internal_weight=0 2242 514 1728 1668 1608 436 225 111 211 114 1531 1473 769 704 139
internal_count=2314 2242 514 1728 1668 1608 436 225 111 211 114 1531 1473 769 704 139
is_linear=0
shrinkage=0.16829


Tree=9774
num_leaves=21
num_cat=0
split_feature=1 1 12 4 0 4 0 40 11 12 0 1 0 157 15 0 133 15 40 16
split_gain=3.83388 0.741097 0.573529 0.527405 0.29568 0.422937 0.277484 0.21862 0.194533 0.131094 0.0804924 0.139862 0.155165 0.0776346 0.0725068 0.074694 0.0684985 0.0558139 0.0497014 0.0426766
threshold=0.10947000000000001 0.13662500000000002 0.085090000000000013 0.27161500000000005 -0.071844999999999978 -0.47860499999999995 -0.016419999999999997 -0.012109999999999998 1.0000000180025095e-35 -0.054684999999999991 -0.097074999999999981 0.087265000000000009 -0.12608499999999997 -0.0041249999999999993 0.091570000000000012 -0.064304999999999987 0.11588000000000002 0.088060000000000013 -1.0000000180025095e-35 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 7 13 14 -1 10 -2 11 12 -9 -6 15 -7 19 -18 -3 -12
right_child=1 18 -4 -5 5 6 -8 8 -10 -11 16 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0005448340654709724 0.00022409203443843237 4.8226225803757564e-05 0.00063470540851172938 0.0003668521330559723 0.00087229741401705519 0.00047315903021546328 0.00034913560110867405 0.00086176782262371236 0.00091278707312182714 0.00040376545826624336 0.0008001865900018521 0.00053871666264173495 0.00063428992788208747 0.00069847087488106329 0.00067567523092695609 0.00063279948155314846 0.00058428343606715374 0.00071717302922252066 0.00017992245277071204 0.00073040579593283716
leaf_weight=79 86 53 96 56 55 70 63 53 59 94 122 74 92 65 86 64 64 88 79 816
leaf_count=79 86 53 96 56 55 70 63 53 59 94 122 74 92 65 86 64 64 88 79 816
internal_value=0 0.00033105 0.000428362 0.000683684 0.000693256 0.000613591 0.000543568 0.000715419 0.000725244 0.000318117 0.000716764 0.000657369 0.00071768 0.000778435 0.000599086 0.000549668 0.000728665 0.000661451 0.000127311 0.000739519
internal_weight=0 408 276 1906 1850 403 283 1447 1368 180 1309 219 145 120 220 134 1090 152 132 938
internal_count=2314 408 276 1906 1850 403 283 1447 1368 180 1309 219 145 120 220 134 1090 152 132 938
is_linear=0
shrinkage=0.0032998


Tree=9775
num_leaves=25
num_cat=0
split_feature=12 3 10 12 15 3 3 12 15 11 12 16 16 0 13 1456 48 1209 15 0 13 15 52 52
split_gain=3.128 1.14179 0.552175 0.50506 0.361796 0.486514 0.288417 0.211714 0.136083 0.106147 0.137706 0.104193 0.0772996 0.0759156 0.0678514 0.0668745 0.0564871 0.0528083 0.0509654 0.0442163 0.0366557 0.0190977 0.0377822 0.00464208
threshold=0.078515000000000015 0.30112000000000005 -1.0000000180025095e-35 0.10266500000000002 -0.37478999999999996 0.11191000000000002 -0.015259999999999998 0.13969000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.093270000000000006 -0.0074349999999999998 -0.15323999999999996 -0.087614999999999985 -0.083034999999999984 -0.075669999999999987 0.087610000000000007 0.083050000000000013 -0.091734999999999983 -0.075624999999999984 -0.044684999999999996 -0.074254999999999974 -0.091784999999999992 0.0074400000000000013
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 2 -1 9 -4 6 -6 18 16 11 -11 12 -2 -13 -15 -14 -8 19 -5 -17 -20 -16 -23 -22
right_child=3 -3 4 7 5 -7 8 -9 -10 10 -12 13 15 14 21 17 -18 -19 20 -21 23 22 -24 -25
leaf_value=0.00026727744568048688 0.00066775617141490813 0.00012813702682734973 0.00036932926614996627 0.00055259315792823536 0.00049609585491722924 0.00033447933798006288 0.00072060556075849425 0.00040521730068545991 0.00083807055405856845 0.00093925902946293785 0.00071203561195739271 0.00057983556211882892 0.00088943951439964409 0.00080904125289669592 0.00074855287786332444 0.00076127612765940873 0.00058467915475553126 0.00083677572738173492 0.00059978394798766287 0.00066904508685220192 0.00073211540337015236 0.0006104374002337355 0.00070852000390930119 0.00067279272136950316
leaf_weight=84 94 99 89 59 87 61 83 52 75 72 52 57 52 69 56 613 63 100 61 70 63 76 128 52
leaf_count=84 94 99 89 59 87 61 83 52 75 72 52 57 52 69 56 613 63 100 61 70 63 76 128 52
internal_value=0 0.000454474 0.000514016 0.000724598 0.000559193 0.000604891 0.000658332 0.000597598 0.00072204 0.000749903 0.000844256 0.000740979 0.000760316 0.000694348 0.00071408 0.000770694 0.000662194 0.000762763 0.000640017 0.000751875 0.000669124 0.000688743 0.000672152 0.000705598
internal_weight=0 641 542 1726 458 369 308 287 221 1439 124 1315 929 386 329 835 146 783 235 683 176 260 204 115
internal_count=2367 641 542 1726 458 369 308 287 221 1439 124 1315 929 386 329 835 146 783 235 683 176 260 204 115
is_linear=0
shrinkage=0.0032998


Tree=9776
num_leaves=21
num_cat=0
split_feature=12 2 2 2 474 48 481 130 131 156 130 13 15 15 15 12 130 40 48 1
split_gain=0.132932 0.048004 0.0489456 0.082217 0.0766947 0.0570086 0.049889 0.0574934 0.0367852 0.032158 0.0381214 0.0485373 0.0321066 0.0843425 0.061492 0.0549358 0.0504974 0.0316495 0.0194604 0.0152996
threshold=-0.14847999999999997 0.14870000000000003 0.086665000000000006 0.097145000000000023 1.0000000180025095e-35 0.091475000000000015 -0.083994999999999986 1.0000000180025095e-35 0.09055500000000001 0.087825000000000014 0.078550000000000023 0.010320000000000001 -0.08760999999999998 -0.026169999999999995 -0.092459999999999987 0.084665000000000004 0.0084900000000000028 -1.0000000180025095e-35 0.086035000000000014 0.10471500000000002
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 2 4 12 5 6 -2 8 -8 10 11 17 14 -14 18 -15 -17 -5 -4 -11
right_child=1 -3 3 9 -6 -7 7 -9 -10 19 -12 -13 13 15 -16 16 -18 -19 -20 -21
leaf_value=-0.005612258344176238 -0.0017733323064673533 -0.0010084459398456902 0.0070650569053303464 -0.0012162551507402994 -0.0023219836157939017 -0.0026824092668573329 0.004553208592056047 -0.00040233945721470412 0.0011702794684013784 0.0068597115735250166 0.0049373948051578661 -0.0027933921110357461 -0.00046362787493489053 0.0090349904096948264 0.011856028020996669 0.0032840196213290312 0.0089854737452567182 0.0027284908916138011 0.0025786332648737001 0.0028194443845178836
leaf_weight=53 57 85 57 71 98 53 524 98 112 59 92 73 84 91 53 252 54 293 56 52
leaf_count=53 57 85 57 71 98 53 524 98 112 59 92 73 84 91 53 252 54 293 56 52
internal_value=0 0.00290089 0.00305077 0.0037273 0.00212456 0.00264299 0.00300208 0.00337537 0.0039603 0.0023696 0.00181781 0.00115694 0.00506754 0.00436138 0.00710286 0.00538682 0.00429603 0.00195411 0.0048576 0.00498316
internal_weight=0 2314 2229 1287 942 844 791 734 636 640 529 437 647 481 166 397 306 364 113 111
internal_count=2367 2314 2229 1287 942 844 791 734 636 640 529 437 647 481 166 397 306 364 113 111
is_linear=0
shrinkage=0.16829


Tree=9777
num_leaves=15
num_cat=0
split_feature=3 14 16 1209 483 483 3 3 403 51 51 16 483 16
split_gain=0.131278 0.0539564 0.0510894 0.0507551 0.0493913 0.0721652 0.0514833 0.0633786 0.0477733 0.0457781 0.067358 0.0591725 0.0324886 0.00917763
threshold=0.31534000000000006 -1.0000000180025095e-35 -0.010574999999999999 0.083050000000000013 0.087440000000000004 0.09567500000000001 0.11191000000000002 0.077930000000000013 -0.092059999999999989 -0.14761999999999997 -0.092119999999999994 0.50597000000000014 0.11579500000000002 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 9 -5 11 -11 -3 -7 -9
right_child=-2 3 -4 8 5 12 -8 13 -10 10 -12 -13 -14 -15
leaf_value=0.0098958663658366905 -0.0048647572274493969 0.0089796119701036625 0.0025509741237071028 0.0091721640544507616 0.0089157457113420661 -3.4162770644576876e-05 -0.0020864500108877734 0.0042992868786745049 0.0027506598073401621 -0.0040290768489902344 0.0017159829426344527 0.0014401342048868944 0.0053560217301335212 0.0074128560990845555
leaf_weight=53 71 55 56 57 71 75 91 60 80 60 1463 65 54 56
leaf_count=53 71 55 56 57 71 75 91 60 80 60 1463 65 54 56
internal_value=0 0.00247469 0.00613883 0.00229125 0.00208025 0.0045984 0.00180704 0.00200949 0.00543549 0.00173951 0.00148847 0.0049107 0.00220827 0.00581788
internal_weight=0 2296 109 2187 2050 200 1850 1759 137 1643 1523 120 129 116
internal_count=2367 2296 109 2187 2050 200 1850 1759 137 1643 1523 120 129 116
is_linear=0
shrinkage=0.16829


Tree=9778
num_leaves=28
num_cat=0
split_feature=1 2 2 52 0 1 3 4 1 16 3 51 12 13 16 12 15 403 52 403 1 51 13 15 13 2 52
split_gain=2.42776 0.522878 0.313325 0.317512 0.336935 0.305146 0.228943 0.124493 0.116566 0.112846 0.11686 0.0633427 0.0607523 0.0556393 0.159052 0.0701555 0.0965498 0.069646 0.0569061 0.0517301 0.0469002 0.0350734 0.026818 0.0248118 0.0235807 0.0226004 0.0203957
threshold=0.10947000000000001 0.14823500000000003 0.098150000000000015 -0.45478499999999994 -0.026509999999999995 0.098420000000000021 -0.046329999999999989 0.10440500000000001 0.089475000000000013 -0.48186499999999993 0.12991000000000003 0.10906 0.095780000000000018 -0.0046699999999999997 -0.080894999999999981 0.09141500000000001 0.079575000000000021 -0.098684999999999981 0.084675000000000014 -0.043349999999999993 0.07635500000000002 1.0000000180025095e-35 -0.07692499999999998 -0.013349999999999999 -0.049414999999999994 0.11500500000000001 -0.013014999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 -4 5 12 7 -2 11 -8 -11 13 22 15 18 17 -17 -1 -15 -19 -16 23 -5 26 -25 -14 -10
right_child=1 -3 3 4 -6 -7 9 -9 21 10 -12 -13 25 14 20 16 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00047576436783025865 0.00051679654790607211 1.4964494939776176e-05 0.00061665736629159639 0.00050152198740064063 0.00016427739759947288 0.00025863432398245652 0.00036426944116033376 0.00030611560872977967 0.00041374249018164249 0.0001095444846595753 0.00029799945688573082 0.00045689109014802258 0.00041349196323746938 0.00044104269055078831 0.00063049827247898388 0.00037729085682447288 0.00055786556542030644 0.00064457684821664992 0.00058270262199260374 0.00056401181297456907 0.00075023261539204145 0.00040975524915669878 0.00061103110690077138 0.0004956985719614059 0.00058404504542317872 0.00050657155892447781 0.00051225955816025471
leaf_weight=84 65 86 97 52 55 74 55 60 52 87 62 63 77 58 102 57 80 116 75 471 63 55 59 88 66 55 53
leaf_count=84 65 86 97 52 55 74 55 60 52 87 62 63 77 58 102 57 80 116 75 471 63 55 59 88 66 55 53
internal_value=0 0.000244489 0.000522588 0.000447829 0.000403711 0.000445142 0.000304379 0.000415952 0.000546207 0.000235841 0.000188198 0.000561573 0.000501794 0.000567505 0.000607263 0.000552798 0.000482993 0.000566997 0.000521191 0.000579993 0.000676429 0.000488886 0.000560047 0.000505554 0.00053379 0.000452542 0.000463806
internal_weight=0 415 1952 469 372 317 329 125 1483 204 149 1169 243 1106 298 808 137 671 133 587 165 314 111 259 154 132 105
internal_count=2367 415 1952 469 372 317 329 125 1483 204 149 1169 243 1106 298 808 137 671 133 587 165 314 111 259 154 132 105
is_linear=0
shrinkage=0.0032998


Tree=9779
num_leaves=24
num_cat=0
split_feature=4 3 39 3 42 3 52 15 483 15 15 3 483 52 52 3 42 15 3 4 4 3 15
split_gain=3.79417 1.73583 0.571711 0.241159 0.214325 0.198441 0.160861 0.146723 0.102169 0.131504 0.148993 0.12124 0.101259 0.0962848 0.152186 0.0879913 0.19066 0.0851611 0.127151 0.0820491 0.0626765 0.0440697 0.0148155
threshold=0.30163500000000004 0.11372500000000001 0.081875000000000017 0.30112000000000005 0.089485000000000023 0.13524500000000003 -0.55820499999999984 -0.4666249999999999 0.085510000000000017 -1.0000000180025095e-35 -0.10245999999999998 -0.012769999999999998 0.093875000000000014 -0.086814999999999989 -0.021489999999999995 -0.077634999999999996 0.11573500000000002 0.041820000000000003 -0.082094999999999987 0.45363500000000007 -0.080954999999999985 -0.070889999999999995 0.094215000000000007
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=1 2 4 -3 6 7 -1 -2 9 10 -8 -11 -10 -4 -15 17 21 18 -6 -9 -19 22 -17
right_child=5 3 13 -5 15 -7 8 19 12 11 -12 -13 -14 14 -16 16 -18 20 -20 -21 -22 -23 -24
leaf_value=0.00093165501079702558 0.00043649090941407805 0.00045858628177254158 0.00065036490344338885 0.00015363493701096289 0.00054224788880089837 8.7422511079867789e-05 0.00081429229166415148 0.00031978905402704354 0.00094310107386782712 0.0007579794418727311 0.00067222919178563912 0.00091249029612624295 0.00074709485498527281 0.00034375088325405814 0.00059206201626448897 0.00067907202555009282 0.00045245434951993136 0.00085799139711918498 0.00076345365850575869 0.00014755947015931639 0.00071755821604049114 0.0007588851807678969 0.00059722574208042939
leaf_weight=58 71 55 52 59 60 53 104 73 60 574 407 64 61 52 58 72 52 60 57 53 99 59 54
leaf_count=58 71 55 52 59 60 53 104 73 60 574 407 64 61 52 58 72 52 60 57 53 99 59 54
internal_value=0 0.000697668 0.000720222 0.00030107 0.000736809 0.000267581 0.000759164 0.000315871 0.000751258 0.0007414 0.000701211 0.000773534 0.000844579 0.000531507 0.000474999 0.000678872 0.000631017 0.000719838 0.000650316 0.000247623 0.000770773 0.000681017 0.000644275
internal_weight=0 2117 2003 114 1841 250 1328 197 1270 1149 511 638 121 162 110 513 237 276 117 126 159 185 126
internal_count=2367 2117 2003 114 1841 250 1328 197 1270 1149 511 638 121 162 110 513 237 276 117 126 159 185 126
is_linear=0
shrinkage=0.0032998


Tree=9780
num_leaves=15
num_cat=0
split_feature=1 0 41 447 14 0 15 52 52 0 2 0 52 15
split_gain=0.174962 0.0897892 0.0757134 0.0583789 0.0520457 0.0597105 0.0563196 0.057153 0.0694609 0.0459209 0.0402259 0.0500761 0.042799 0.0315698
threshold=0.12719000000000003 -0.082064999999999985 0.083525000000000016 0.089095000000000021 0.023790000000000002 -0.10946999999999998 -0.039984999999999993 1.0000000180025095e-35 -0.069034999999999985 0.12500000000000003 0.084825000000000025 -0.092904999999999988 -0.015319999999999999 -0.40992999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 10 12 -12 -7 -3
right_child=1 13 -4 -5 -6 9 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.0044135923419218537 -0.0061278597483959436 0.0042439022026375776 -0.0021578591159293662 -0.0017153826410146744 0.0085459225992502129 0.0021986491067088726 -0.0033304947153708518 0.006733920873908979 -0.0032454834100334598 0.0084912709892962096 0.0065067181727334004 0.0027257979835545853 0.0056679901028977046 -0.0012521027507767977
leaf_weight=67 81 52 67 57 62 132 60 63 67 61 112 933 452 68
leaf_count=67 81 52 67 57 62 132 60 63 67 61 112 933 452 68
internal_value=0 -0.00179511 0.00339315 0.00357404 0.00372501 0.00357057 0.00117072 0.00255076 0.000570647 0.00393446 0.00376272 0.00313275 0.0048869 0.00111453
internal_weight=0 201 2133 2066 2009 1947 257 197 134 1690 1629 1045 584 120
internal_count=2334 201 2133 2066 2009 1947 257 197 134 1690 1629 1045 584 120
is_linear=0
shrinkage=0.16829


Tree=9781
num_leaves=17
num_cat=0
split_feature=4 49 1 15 11 1 16 4 4 15 49 1447 1429 133 1 133
split_gain=5.70969 1.54498 1.03647 0.502662 0.408514 0.414732 0.227481 0.213675 0.212684 0.209988 0.192097 0.156161 0.125587 0.111536 0.104233 0.0218538
threshold=0.30163500000000004 -0.016329999999999994 0.088985000000000022 -0.45726999999999995 1.0000000180025095e-35 0.10678500000000002 0.25032500000000008 -0.46376499999999993 0.59999500000000017 -0.077134999999999995 0.0062600000000000008 -0.084334999999999979 0.084690000000000015 0.091265000000000013 0.12541500000000003 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 8 5 7 -6 -3 -2 -4 -7 -9 13 -13 -5 -1
right_child=3 4 9 14 6 10 -8 11 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00081534789468546158 0.00056119708719252928 0.0010112505340226341 0.00028418587096889396 0.00020014594927314126 0.0011129146701163301 0.00071554413451981134 0.00082858139842727913 0.00093718158131848904 0.0002691753342579009 0.00051368610298169269 0.00046590564886857299 0.0008201470461196551 0.0006633540654301665 0.00074731604358414957 2.1830373218402929e-05 0.00071873323350722369
leaf_weight=79 55 57 96 79 72 97 56 91 55 81 53 945 79 321 66 52
leaf_count=79 55 57 96 79 72 97 56 91 55 81 53 945 79 321 66 52
internal_value=0 0.000770557 0.000554489 0.000247171 0.000808114 0.000794017 0.000988794 0.000810715 0.000415506 0.00038941 0.000627573 0.000802731 0.000793608 0.000801708 0.000119225 0.000777266
internal_weight=0 2079 308 255 1771 1643 128 1493 110 177 150 1436 1345 1266 145 131
internal_count=2334 2079 308 255 1771 1643 128 1493 110 177 150 1436 1345 1266 145 131
is_linear=0
shrinkage=0.0032998


Tree=9782
num_leaves=22
num_cat=0
split_feature=1 3 1 15 10 14 0 47 3 15 12 47 1 13 0 13 1186 0 0 15 3
split_gain=10.0453 1.53477 1.26653 0.978886 0.79368 0.640005 0.423028 0.384744 0.328685 0.297755 0.294665 0.251937 0.158856 0.134427 0.119699 0.107087 0.097379 0.0948236 0.0599206 0.0401157 0.0103993
threshold=0.10915500000000002 -0.06340999999999998 0.093575000000000019 -1.0000000180025095e-35 -0.0097449999999999985 0.076175000000000007 0.076335000000000014 0.082095000000000015 0.09037000000000002 -0.077559999999999976 0.095330000000000012 0.085770000000000027 0.13301500000000002 -0.090834999999999985 -0.07385499999999999 -0.0044799999999999987 0.021560000000000003 -0.088484999999999994 -0.14454499999999995 0.092250000000000013 -0.080564999999999984
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=2 11 5 7 -3 6 8 18 10 12 13 -2 -6 17 -5 19 -15 -1 -4 -12 -17
right_child=1 4 3 14 9 -7 -8 -9 -10 -11 15 -13 -14 16 -16 20 -18 -19 -20 -21 -22
leaf_value=0.00095444331891964506 0.00067364002044979364 1.1178138194823527e-05 0.00050341762675542722 0.00094238769441637243 0.00045826840558896173 0.0014245208408383983 0.00081405800519374592 0.00090895044888515263 0.00084167454950560469 0.00062108290385486326 0.00089187459832473846 0.0009715271911797345 0.00025089755618086957 0.001132998585076978 0.001143341139332712 0.0011077537386495807 0.0012763278372515594 0.0011357209905589075 0.000662305665071205 0.0010150159106339521 0.0010292954028389607
leaf_weight=82 74 55 57 55 98 63 62 61 55 77 86 55 70 944 90 75 59 57 53 54 52
leaf_count=82 74 55 57 55 98 63 62 61 55 77 86 55 70 944 90 75 59 57 53 54 52
internal_value=0 0.000499699 0.00105878 0.000867455 0.000370057 0.00109681 0.00108326 0.000697739 0.00109463 0.000450477 0.00110448 0.000800919 0.000372074 0.00112781 0.00106736 0.00100458 0.00114146 0.00102903 0.000580293 0.000939624 0.00107591
internal_weight=0 429 1905 316 300 1589 1526 171 1464 245 1409 129 168 1142 145 267 1003 139 110 140 127
internal_count=2334 429 1905 316 300 1589 1526 171 1464 245 1409 129 168 1142 145 267 1003 139 110 140 127
is_linear=0
shrinkage=0.0032998


Tree=9783
num_leaves=14
num_cat=0
split_feature=1 0 41 156 3 3 403 43 12 1 13 393 16
split_gain=0.168953 0.0625849 0.0540693 0.0437572 0.0498993 0.0730317 0.0409801 0.0348695 0.0890001 0.0421495 0.104422 0.055083 0.0288047
threshold=0.12719000000000003 -0.082064999999999985 0.083525000000000016 0.11538000000000002 0.10812000000000001 0.14121000000000003 -0.54045999999999983 -0.22778999999999996 0.092655000000000015 0.109225 -0.050149999999999993 0.083525000000000016 -0.081934999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -8 11 -11 -9 -3
right_child=1 12 -4 -5 5 -7 7 9 -10 10 -12 -13 -14
leaf_value=0.0086212594271432626 -0.0045450621635493042 -0.0013066289456679595 -0.00050952268386461575 0.0082319014068451268 -0.0037366674075407381 0.0048583143881236381 0.012265701144291714 0.0040283178323094289 0.0029406636603430277 0.0053575798655674496 -0.0044351331498992536 0.0085307356778221519 0.0039088273281253231
leaf_weight=63 81 55 67 79 54 58 52 1486 67 70 55 82 65
leaf_count=63 81 55 67 79 54 58 52 1486 67 70 55 82 65
internal_value=0 -0.000925079 0.00417161 0.00432429 0.00416803 0.000698264 0.00437433 0.00422568 0.00703057 0.00402746 0.00103441 0.00426492 0.00150344
internal_weight=0 201 2133 2066 1987 112 1875 1812 119 1693 125 1568 120
internal_count=2334 201 2133 2066 1987 112 1875 1812 119 1693 125 1568 120
is_linear=0
shrinkage=0.16829


Tree=9784
num_leaves=12
num_cat=0
split_feature=3 447 402 43 1203 147 1 39 402 16 2
split_gain=0.119083 0.0545913 0.0456103 0.134913 0.0562097 0.0508243 0.0533502 0.08638 0.079484 0.035598 0.0164193
threshold=0.30112000000000005 0.089095000000000021 0.095250000000000015 -0.025079999999999995 0.088155000000000011 0.087070000000000022 0.13210500000000003 0.095450000000000021 0.083730000000000013 -0.096494999999999984 0.087435000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 -2 -5
right_child=9 -3 3 10 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0031758161623546511 -0.0055561501219065822 -0.0016647890505939226 0.013317393949347165 0.0047263340705333114 0.0078391126031693431 0.0083035962847911732 -0.00077911636461881371 0.0095662075170500262 -0.0028102579719010319 0.0006145507880989657 0.00075563535790873612
leaf_weight=1643 52 59 52 72 74 52 102 58 65 53 52
leaf_count=1643 52 59 52 72 74 52 102 58 65 53 52
internal_value=0 0.00336551 0.0035031 0.00611186 0.00327194 0.00309498 0.00294902 0.00316537 0.00294696 -0.00242431 0.00307569
internal_weight=0 2229 2170 176 1994 1920 1868 1766 1708 105 124
internal_count=2334 2229 2170 176 1994 1920 1868 1766 1708 105 124
is_linear=0
shrinkage=0.16829


Tree=9785
num_leaves=30
num_cat=0
split_feature=1 1 12 15 15 4 4 4 15 1 12 2 4 2 4 15 484 15 133 4 43 4 15 43 43 4 12 12 43
split_gain=3.39073 0.575963 0.481916 0.299784 0.325816 0.387781 0.224306 0.173109 0.167358 0.164349 0.155018 0.139435 0.125505 0.109118 0.128558 0.100819 0.0591268 0.0586089 0.0579944 0.0836689 0.0579772 0.0530458 0.046652 0.0377496 0.0361667 0.0330737 0.026691 0.0181725 0.0175287
threshold=0.10439500000000002 0.12640500000000002 0.023990000000000004 0.035560000000000008 -0.006494999999999999 -0.16772499999999999 -0.00059999999999999995 0.41488500000000006 -0.22805999999999996 0.098370000000000027 0.082295000000000021 0.090225000000000014 0.25759000000000004 0.08647500000000001 -0.0041799999999999988 -0.45726999999999995 -0.079709999999999989 -0.077559999999999976 -0.021469999999999996 -0.086179999999999993 -0.06656999999999999 -0.036279999999999993 0.11876000000000002 -0.0040649999999999983 -0.0054649999999999985 -0.080954999999999985 0.087515000000000023 0.087145000000000014 -0.080094999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 8 -6 -4 -3 -1 13 -5 18 -2 17 21 -9 -16 28 24 26 -21 -15 23 -13 -12 -22 -20 -26 -10
right_child=1 7 6 10 5 -7 -8 15 9 -11 11 22 -14 14 16 -17 -18 -19 19 20 25 -23 -24 -25 27 -27 -28 -29 -30
leaf_value=0.00079877258033553972 0.00023201608903784568 0.00030261059109398369 0.00073547226932190466 0.00086014739935799027 0.00061686249793134853 0.0003017447653883541 0.00045555282722355232 0.00020788738719615374 0.00069915836130225836 0.00043651948578103894 0.00080925601421837946 0.0006843191162580497 0.00040560230255838451 0.00056506500975935642 0.00065752358955726588 4.5549560105884193e-06 0.0005306859232629801 0.00062128156582095216 0.00081141536204106467 0.00072119829759127003 0.0006517664483913499 0.00068482405560159093 0.00051469220173223516 0.00057447957296951138 0.00076666224503257711 0.00056020141485581395 0.0006994609731311611 0.0006797323068136235 0.00079199109643412059
leaf_weight=59 98 87 56 53 91 81 73 52 56 54 71 76 87 56 52 55 231 72 52 77 106 195 57 75 52 88 58 89 57
leaf_count=59 98 87 56 53 91 81 73 52 56 54 71 76 87 56 52 55 231 72 52 77 106 195 57 75 52 88 58 89 57
internal_value=0 0.000334775 0.000422205 0.000639161 0.00060022 0.000468669 0.000577341 0.000193084 0.000627373 0.000614245 0.000684902 0.000673263 0.000313839 0.000627544 0.000603127 0.0001037 0.000554116 0.000697833 0.000699403 0.00067407 0.000642021 0.000658245 0.000598568 0.000629996 0.000744765 0.000610413 0.000752705 0.000712041 0.000746297
internal_weight=0 508 314 1858 1004 172 129 194 832 773 854 801 185 719 534 107 283 185 593 381 271 251 208 151 212 194 110 141 113
internal_count=2366 508 314 1858 1004 172 129 194 832 773 854 801 185 719 534 107 283 185 593 381 271 251 208 151 212 194 110 141 113
is_linear=0
shrinkage=0.0032998


Tree=9786
num_leaves=24
num_cat=0
split_feature=15 123 15 16 15 16 15 15 0 0 48 0 0 0 151 15 15 0 403 0 16 0 1212
split_gain=4.97517 2.61483 0.953412 0.817487 0.610984 1.03668 0.586072 0.370754 0.345298 0.195761 0.18701 0.185178 0.433872 0.123513 0.121095 0.0662353 0.0643048 0.0602119 0.0573073 0.0505108 0.0403192 0.0641111 0.0319753
threshold=-0.37478999999999996 1.0000000180025095e-35 0.029300000000000003 -0.5103049999999999 -0.006494999999999999 0.081265000000000018 0.13673000000000005 -0.45726999999999995 -0.07304999999999999 -0.068669999999999995 0.082225000000000006 -0.13010499999999997 -0.14910999999999999 -0.098524999999999988 -0.0056149999999999993 -0.53159999999999996 0.090455000000000021 -0.072674999999999976 -0.048229999999999988 -0.061204999999999989 -0.086219999999999977 -0.085044999999999996 0.087685000000000013
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=7 2 3 -2 8 -6 13 15 11 -3 19 12 -5 -4 -13 -1 20 18 -18 -10 21 -15 -22
right_child=1 9 6 4 5 -7 -8 -9 10 -11 -12 14 -14 16 -16 -17 17 -19 -20 -21 22 -23 -24
leaf_value=0.0007077010713714588 0.00072018406304671316 0.00075195151108486057 0.0013554319617702546 0.0012246104037413629 0.0006639031362655805 0.0011407785480297217 0.00088444184711881858 0.00029947028910839692 0.00099733928098844115 0.00049620235605048841 0.00082418670446517627 0.0012447600582447785 0.00082131868250219715 0.0012443961870579742 0.0011396774261953401 0.00054067719268634164 0.0012919811764789588 0.0010998862140052215 0.0011672383901750504 0.0011395396148239647 0.001285154453356126 0.0011044281160437579 0.0011849433702027039
leaf_weight=52 75 80 73 60 96 104 61 62 74 57 56 185 58 109 404 58 64 100 158 53 209 63 55
leaf_count=52 75 80 73 60 96 104 61 62 74 57 56 185 58 109 404 58 64 100 158 53 209 63 55
internal_value=0 0.00108783 0.00111725 0.00105484 0.00107783 0.000912055 0.00119873 0.000504636 0.00111504 0.000645802 0.000985921 0.00114841 0.00102668 0.00122176 0.00117274 0.000619954 0.00120884 0.00117133 0.00120336 0.00105696 0.00123645 0.00119333 0.00126441
internal_weight=0 2194 2057 1165 1090 200 892 172 890 137 183 707 118 831 589 110 758 322 222 127 436 172 264
internal_count=2366 2194 2057 1165 1090 200 892 172 890 137 183 707 118 831 589 110 758 322 222 127 436 172 264
is_linear=0
shrinkage=0.0032998


Tree=9787
num_leaves=26
num_cat=0
split_feature=0 2 2 2 2 12 1 1211 1213 16 47 12 16 0 0 16 12 1 480 43 43 1 43 2 0
split_gain=0.143745 0.174775 0.106515 0.0965341 0.0914355 0.18023 0.0633723 0.0603743 0.0880737 0.0613677 0.064056 0.0583423 0.0516659 0.0452469 0.0596605 0.0434196 0.0402413 0.035659 0.0603038 0.0459025 0.0354617 0.0312508 0.0301401 0.0186364 0.0126114
threshold=-0.069074999999999984 -0.0091949999999999983 0.10559 0.082690000000000013 0.10428500000000002 0.085465000000000013 0.11130500000000002 0.078255000000000005 0.0049450000000000006 -0.091354999999999978 0.077555000000000013 -0.093429999999999985 -0.15796999999999997 -0.14857499999999998 -0.098524999999999988 -0.0088649999999999996 0.089045000000000013 0.091900000000000023 0.086995000000000017 -0.074974999999999986 -0.064074999999999979 0.079020000000000021 -0.024279999999999996 0.11444000000000001 -0.14097999999999997
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=2 -2 7 -3 5 -5 20 9 -9 10 12 -4 21 -11 -15 22 -14 18 -16 -19 -6 -1 -13 -22 -24
right_child=1 3 11 4 6 -7 -8 8 -10 13 -12 15 16 14 17 -17 -18 19 -20 -21 23 -23 24 -25 -26
leaf_value=0.0063775713247673383 -0.0059596486199429335 0.0079828082752799023 0.0061628131149983967 0.0038915524939600642 0.0078833304228896877 -0.009972301729037238 -0.0010923713177668731 0.012496905118114857 0.0033042301905071045 0.0096291686049581413 0.006827512662206295 -0.0016198445688023065 -0.0030477020534137055 -0.00077495992628804516 0.0049574087026770823 -0.0033465533146498595 0.0027204225241961796 0.011337301639864834 -0.00068119514856873934 0.0042561398315023556 0.0046611863160566811 0.0009046365863739957 0.0050737660606798331 0.00071358880754490521 0.0013261520090035162
leaf_weight=61 88 70 52 53 59 53 84 64 56 55 70 56 96 54 798 77 53 54 57 52 78 59 52 62 53
leaf_count=61 88 70 52 53 59 53 84 64 56 55 70 56 96 54 798 77 53 54 57 52 78 59 52 62 53
internal_value=0 0.000905003 0.0040209 0.00222502 0.00118429 -0.00302343 0.00276667 0.0045821 0.00822196 0.00427083 0.00228769 0.00105584 0.00109965 0.00489745 0.00463928 -5.24261e-05 -0.000983895 0.00494538 0.0045794 0.00788047 0.00440465 0.00370168 0.00151187 0.0029258 0.00319922
internal_weight=0 547 1819 459 389 106 283 1529 120 1409 339 290 269 1070 1015 238 149 961 855 106 199 120 161 140 105
internal_count=2366 547 1819 459 389 106 283 1529 120 1409 339 290 269 1070 1015 238 149 961 855 106 199 120 161 140 105
is_linear=0
shrinkage=0.16829


Tree=9788
num_leaves=19
num_cat=0
split_feature=4 2 39 2 376 16 52 1429 133 15 4 41 4 2 2 2 1429 52
split_gain=6.35245 2.02935 1.21848 0.672443 0.31889 0.298714 0.485588 0.233029 0.250986 0.196852 0.216 0.147463 0.143528 0.11848 0.0975276 0.0823267 0.0730554 0.0327446
threshold=0.30163500000000004 0.10859000000000001 0.082470000000000016 0.14271500000000001 0.080200000000000007 0.50597000000000014 0.044705000000000002 0.084690000000000015 0.084735000000000019 -0.42759999999999992 0.55608500000000005 0.07831500000000001 0.055260000000000011 0.10272000000000002 0.11585500000000001 0.12551500000000002 0.08103500000000001 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -4 6 14 11 -9 10 -2 12 13 16 -3 -11 -1 -14
right_child=9 3 4 -5 -6 -7 -8 8 -10 15 -12 -13 17 -15 -16 -17 -18 -19
leaf_value=0.00088280871134984546 0.00046526449261258604 0.00032455526575455771 0.00069904661705522586 0.00025205485537590252 0.00035966540344923312 0.00081314890829952042 0.00077382856295571075 0.00056146011274461611 0.00087024400872951976 0.0002251454180852724 0.00018976370651143119 0.0010533201123298745 0.00072406301291009633 0.00073539733908606038 0.0005198195359887262 5.3744052212184655e-05 0.00099744272275650945 0.00082868225476037346
leaf_weight=1218 68 54 59 63 63 73 73 56 61 74 58 52 81 60 61 53 69 70
leaf_count=1218 68 54 59 63 63 73 73 56 61 74 58 52 81 60 61 53 69 70
internal_value=0 0.000799586 0.000843144 0.000558965 0.000524081 0.000632912 0.000562739 0.000866473 0.000722751 0.000246084 0.000338726 0.000877299 0.000871166 0.000882167 0.000428437 0.000153893 0.000888982 0.000772795
internal_weight=0 2113 1789 324 122 261 188 1667 117 253 126 1550 1498 1347 115 127 1287 151
internal_count=2366 2113 1789 324 122 261 188 1667 117 253 126 1550 1498 1347 115 127 1287 151
is_linear=0
shrinkage=0.0032998


Tree=9789
num_leaves=27
num_cat=0
split_feature=12 2 2 2 150 12 15 12 13 2 12 15 403 42 2 15 12 1213 13 1212 42 12 13 484 2 42
split_gain=2.91232 1.20547 0.590086 0.843146 0.318131 0.222434 0.192055 0.182391 0.221155 0.134662 0.203723 0.0956751 0.141001 0.0955798 0.0626256 0.0571045 0.0542592 0.0479758 0.0553004 0.0339963 0.0284132 0.0587158 0.0232123 0.0288085 0.0812321 0.0173249
threshold=0.077755000000000005 0.13631000000000001 0.11693000000000002 -0.0091949999999999983 0.082965000000000025 0.088125000000000023 -0.18239999999999998 -0.086449999999999985 -0.0074049999999999993 0.09772500000000002 -1.0000000180025095e-35 0.085225000000000009 -0.021474999999999998 0.097535000000000011 0.090225000000000014 -0.036064999999999993 0.089045000000000013 -0.084134999999999988 -0.094609999999999986 0.080440000000000011 0.097535000000000011 0.091680000000000011 -0.086919999999999983 -0.081554999999999989 0.088625000000000023 0.091205000000000008
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 5 3 -1 9 17 -7 -4 -9 15 -11 12 -8 16 20 -5 -14 19 -19 -2 21 -13 -20 -24 -25 -16
right_child=1 -3 7 4 -6 6 11 8 -10 10 -12 14 13 -15 25 -17 -18 18 22 -21 -22 -23 23 24 -26 -27
leaf_value=0.00029760448922724062 0.00082674903264830712 0.00028607709605483149 0.00048352166336210461 0.00086086701738669784 0.00046909614462986951 0.00055774965051761413 0.00057523672137994994 9.965317549440078e-05 0.00038484188492902597 0.00046893587854419526 0.00074634807108795982 0.00079785758237221405 0.0006631890286144048 0.00061358942694096218 0.00070002715193502726 0.00071312918987140198 0.00077887626966198389 0.00071027298829732578 0.00087003590272456471 0.00094786764085645278 0.00076237113718922533 0.0009161866269874866 0.00074345406450942238 0.00084936804848889744 0.00070352609335258456 0.00077435674035231127
leaf_weight=101 60 57 63 57 86 58 63 52 70 53 66 130 56 56 82 68 344 60 103 58 76 81 72 247 54 93
leaf_count=101 60 57 63 57 86 58 63 52 70 53 66 130 56 56 82 68 344 60 103 58 76 81 72 247 54 93
internal_value=0 0.000759053 0.000495032 0.000562068 0.000642903 0.000774956 0.000744591 0.000338666 0.000263575 0.000704018 0.000623091 0.000755601 0.000724044 0.000744525 0.000790976 0.000780779 0.000762768 0.000823143 0.000809112 0.00088658 0.000822102 0.000843449 0.000821497 0.000807999 0.000823321 0.000739729
internal_weight=0 1750 616 431 330 1693 1039 185 122 244 119 981 519 456 462 125 400 654 536 118 287 211 476 373 301 175
internal_count=2366 1750 616 431 330 1693 1039 185 122 244 119 981 519 456 462 125 400 654 536 118 287 211 476 373 301 175
is_linear=0
shrinkage=0.0032998


Tree=9790
num_leaves=24
num_cat=0
split_feature=12 4 1213 3 43 0 12 52 15 15 13 40 0 158 15 4 12 1456 4 15 15 2 3
split_gain=0.152943 0.110537 0.142163 0.182753 0.106267 0.0740178 0.0875747 0.0970409 0.18796 0.101349 0.0657776 0.0597059 0.0737488 0.0578782 0.0728118 0.0508649 0.050425 0.0475496 0.0453703 0.0452019 0.0378416 0.035202 0.0230384
threshold=0.081810000000000008 -0.082249999999999976 -0.011424999999999999 -0.091869999999999993 -0.014584999999999999 0.076335000000000014 -0.14765999999999999 0.0033500000000000005 -0.074054999999999996 0.0056700000000000006 -0.11255999999999998 -0.081369999999999984 -0.23046999999999998 0.080150000000000013 -0.086599999999999996 0.41345000000000004 0.090630000000000002 -0.045159999999999999 -0.081374999999999989 0.091475000000000015 -0.090364999999999987 0.086615000000000011 -0.070889999999999995
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 -2 21 6 -1 9 -9 11 -3 -8 -13 17 -15 -14 -6 -12 -19 20 -20 -4 -21
right_child=1 10 4 -5 16 -7 7 8 -10 -11 13 12 15 14 -16 -17 -18 18 19 22 -22 -23 -24
leaf_value=0.0091387567929119822 0.019826552798586007 -0.0014987643415227611 0.0046611852933209274 0.0068246945665959248 0.0058013969713023097 -0.0038970109885357344 0.0067631666930738988 0.003383396874009419 -0.0090965168357335091 0.010133901463573744 0.00044310568468344477 0.0066865496539284973 -0.0014515965671766779 0.012497764321544572 0.0044457997411389127 0.0040924050461531684 0.011920487745759148 -0.00024991859201001514 0.0034142570194286184 0.00171439182444058 0.0061926782168993909 -0.00063767725508191177 0.0054087687956247341
leaf_weight=53 52 53 71 76 93 54 68 81 59 53 92 57 183 56 76 63 67 54 196 176 507 70 67
leaf_count=53 52 53 71 76 93 54 68 81 59 53 92 57 183 56 76 63 67 54 196 176 507 70 67
internal_value=0 0.00506866 0.00741155 0.0121207 0.00540301 0.00206434 0.00258899 0.00197032 -0.00186316 0.00324033 0.00428017 0.00225069 0.00123206 0.00453187 0.0078754 -2.4488e-05 0.008375 0.00412606 0.0044631 0.00473403 0.0054206 0.0020178 0.0027404
internal_weight=0 1706 429 128 301 671 617 564 140 424 1277 371 303 1224 132 246 160 1092 1000 946 703 141 243
internal_count=2377 1706 429 128 301 671 617 564 140 424 1277 371 303 1224 132 246 160 1092 1000 946 703 141 243
is_linear=0
shrinkage=0.16829


Tree=9791
num_leaves=23
num_cat=0
split_feature=10 2 3 13 2 12 4 13 1213 0 3 43 43 4 43 51 4 4 0 12 1 3
split_gain=0.121105 0.0888685 0.0879144 0.138961 0.0992443 0.0840167 0.0600682 0.0518836 0.0910152 0.0769225 0.0517498 0.0431926 0.149983 0.0497618 0.0631549 0.0793094 0.0393404 0.0384965 0.0364968 0.0367286 0.0307455 0.0240309
threshold=-1.0000000180025095e-35 0.091205000000000008 -0.10175499999999998 0.06301000000000001 -0.007134999999999999 -0.081914999999999988 0.064645000000000022 -0.089024999999999979 -0.09280999999999999 -0.087284999999999988 0.085315000000000016 -0.081204999999999986 -0.078654999999999989 -0.075969999999999996 -0.072174999999999975 -1.0000000180025095e-35 -0.34140499999999996 0.0045450000000000013 -0.10891999999999999 0.087215000000000015 0.10098000000000001 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 -1 7 9 -9 -6 -10 18 -13 16 -15 -16 20 -17 -3 -20 -14 -21
right_child=1 11 4 -5 6 -7 -8 8 10 -11 -12 12 13 14 15 17 -18 -19 19 21 -22 -23
leaf_value=-0.0064071210753647804 0.014817502454401645 0.001011845130562129 -0.0029525050398226276 0.003971550623452275 -0.003775836303217003 0.0027175050286739801 0.0093064095288268069 0.011435250229774844 0.0045560016753871833 0.0049060435442513295 -0.00089005238359389255 -0.0067863595959001986 0.00027721346004286074 0.0072598992944975533 -0.0034853924981706587 -1.4089936360567688e-05 0.0089693310694539969 0.0035040614184549024 0.0095990176431436161 0.0018617063926609013 0.0058242725080482538 0.0067706773052928822
leaf_weight=57 60 61 52 77 54 57 71 53 821 62 52 52 52 53 86 140 52 233 52 62 64 54
leaf_count=57 60 61 52 77 54 57 71 53 821 62 52 52 52 53 86 140 52 233 52 62 64 54
internal_value=0 0.00378219 0.00468988 0.00873472 0.00421268 -0.00182905 0.00454905 0.00422317 0.00464391 0.000848991 0.00422955 0.00255056 0.00191528 0.00258334 0.00175334 0.00111359 0.00510218 0.00217876 0.00457338 0.00585586 0.00335315 0.00416241
internal_weight=0 2263 1302 137 1165 114 1113 1042 926 116 873 961 732 680 512 459 168 373 229 168 116 116
internal_count=2377 2263 1302 137 1165 114 1113 1042 926 116 873 961 732 680 512 459 168 373 229 168 116 116
is_linear=0
shrinkage=0.16829


Tree=9792
num_leaves=26
num_cat=0
split_feature=2 43 3 3 1213 3 50 2 2 151 2 43 457 0 484 3 0 3 3 131 2 1 0 0 133
split_gain=0.0951959 0.0675653 0.0720403 0.0648369 0.071663 0.144185 0.0892542 0.0678825 0.0697907 0.0666839 0.0490701 0.0462234 0.0454474 0.039093 0.0377927 0.0536166 0.0392216 0.0391522 0.0381147 0.0366965 0.0581287 0.0326572 0.091936 0.0326513 0.020205
threshold=0.11461500000000001 -0.069434999999999983 -0.075194999999999998 -0.082254999999999981 -0.011424999999999999 -0.092019999999999977 0.079410000000000008 -0.0050599999999999994 -0.079939999999999983 -0.04886999999999999 0.14870000000000003 -0.0092699999999999987 0.069910000000000014 -0.082284999999999983 -0.055809999999999992 0.10703500000000001 -0.088374999999999995 -0.08095999999999999 0.08734500000000002 0.090150000000000022 0.080060000000000006 0.073870000000000005 0.062580000000000011 -0.071844999999999978 0.09116500000000001
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 -2 4 5 -1 19 8 -5 12 23 -7 -9 -8 16 17 -11 -16 -19 20 -6 24 -23 -3 -22
right_child=1 10 -4 7 6 11 13 9 -10 14 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 22 -24 -25 -26
leaf_value=0.014234840949173249 -0.0009461834032280116 0.0023432958005482375 0.0073304530584395117 0.0027270048047528168 0.0075967611656288436 0.0072544228976495744 0.0044409350255408637 0.0031037165460956568 -0.0059792290170508034 -0.0033890355183982543 -0.0054444753586367529 0.00091699111462323389 0.0096431339410643427 0.010022562673861056 -0.00072935353869288183 0.00799857226365327 0.0026422975200020363 0.0034170514782403392 -0.0011147136376432835 -0.0014964931721122227 0.0038828519902034844 -0.0050747732178682021 0.0048842165418937437 -0.0021778268468333841 0.00099891993444603923
leaf_weight=59 53 93 67 52 73 68 69 58 52 61 59 64 65 77 95 53 61 507 58 52 296 53 52 88 92
leaf_count=59 53 93 67 52 73 68 69 58 52 61 59 64 65 77 95 53 61 507 58 52 296 53 52 88 92
internal_value=0 0.000395703 0.00365997 0.00337231 0.00438091 0.00730595 0.0036473 0.00246363 -0.00160884 0.00290761 -0.00122894 0.00419534 0.00657411 0.00739698 0.00236537 0.00283398 -0.000358643 0.00241653 0.00294866 0.00275855 0.00315265 0.00249095 -0.000125592 0.000135255 0.00320366
internal_weight=0 360 120 2017 955 191 764 1062 104 958 240 132 123 146 835 713 122 660 565 618 566 493 105 181 388
internal_count=2377 360 120 2017 955 191 764 1062 104 958 240 132 123 146 835 713 122 660 565 618 566 493 105 181 388
is_linear=0
shrinkage=0.16829


Tree=9793
num_leaves=27
num_cat=0
split_feature=1 52 12 4 12 1 12 12 16 12 1 1 43 1 133 12 51 12 16 52 4 43 133 130 43 1
split_gain=5.12127 1.70814 0.457425 0.256251 0.210677 0.191213 0.200914 0.15302 0.148647 0.143334 0.134616 0.125858 0.119039 0.112145 0.135234 0.135755 0.0995753 0.0715112 0.0711658 0.0628599 0.0365614 0.0323295 0.0279673 0.0200546 0.0257081 0.0165118
threshold=0.10124500000000002 -0.41304999999999997 -1.0000000180025095e-35 0.27552000000000004 0.085845000000000019 0.092415000000000011 0.092495000000000008 0.09159500000000001 -0.14483499999999996 0.088835000000000011 0.08617000000000001 0.11990500000000003 -0.081799999999999984 1.0000000180025095e-35 -0.0089749999999999986 0.082165000000000016 0.096255000000000021 0.08425500000000001 -0.016354999999999998 -0.012574999999999998 -0.060264999999999992 -0.041534999999999996 0.091745000000000007 0.078550000000000023 -0.06513999999999999 0.088735000000000022
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 8 4 -4 6 7 10 -3 -7 13 -5 -10 14 17 -16 20 -1 -15 -12 22 -11 -8 24 -22 -21
right_child=1 2 3 11 -6 9 16 -9 12 21 19 -13 -14 18 15 -17 -18 -19 -20 25 23 -23 -24 -25 -26 -27
leaf_value=0.00092180571895081613 0.00083265668538793161 0.00029053774592648968 0.00036440858088393453 0.00037299049360071783 0.00060721451483095263 0.00051198320353572347 0.00079456618979696246 0.00094504518864123267 0.00023785346999140615 0.0006499697599549073 0.00058902959686753709 0.00016411664291111702 2.7444287194559421e-05 0.00079744652137357956 0.00056866268428430408 0.00074802602488178679 0.00055698161950047556 0.00079199526261090186 0.00096329221685622084 0.00067386785217398294 0.00068840714172885113 0.0007685347860852265 0.00070236651795937825 0.00071804387154940754 0.00058301514148302548 0.00076096754375871425
leaf_weight=63 79 103 78 80 80 69 74 53 52 62 62 53 68 68 53 462 60 234 55 55 67 53 97 77 52 68
leaf_count=63 79 103 78 80 80 69 74 53 52 62 62 53 68 68 53 462 60 234 55 55 67 53 97 77 52 68
internal_value=0 0.000380649 0.000311109 0.000397403 0.000487571 0.000734764 0.000746472 0.000769026 0.000198343 0.00063276 0.000760666 0.00029002 0.000118915 0.000777018 0.000762603 0.000729636 0.000684431 0.000819649 0.000871892 0.000677831 0.000705171 0.000704919 0.000742472 0.000672449 0.00064265 0.000722307
internal_weight=0 593 514 291 158 1784 1600 1173 223 184 1120 133 120 935 812 515 427 297 123 185 367 115 171 196 119 123
internal_count=2377 593 514 291 158 1784 1600 1173 223 184 1120 133 120 935 812 515 427 297 123 185 367 115 171 196 119 123
is_linear=0
shrinkage=0.0032998


Tree=9794
num_leaves=16
num_cat=0
split_feature=10 40 3 49 48 3 3 123 160 3 3 3 1212 13 48
split_gain=0.0810562 0.0611388 0.0764884 0.0644171 0.0629487 0.0439959 0.043631 0.0426674 0.0438264 0.036342 0.0596502 0.0460033 0.0667146 0.117097 0.0504497
threshold=-1.0000000180025095e-35 -0.082239999999999994 -0.081129999999999994 -0.072214999999999988 -1.0000000180025095e-35 -0.013399999999999999 -0.080564999999999984 0.084235000000000018 0.10830500000000001 -0.082039999999999988 -0.082454999999999987 -0.083344999999999989 0.040035000000000008 -0.0053149999999999994 0.094925000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 9 -4 -5 -1 -6 8 -8 10 11 12 14 -14 -3
right_child=1 2 3 4 6 -7 7 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0019548963955414488 0.0079481104157781996 0.0025191780645030244 0.0063806762677345689 -0.0035680595991998969 -0.0027971048769235098 -0.0046474188699442412 0.0028998507195630544 -0.001699943043836977 -0.0020909463545648222 0.0072362087347364878 -0.0013289637584173923 0.0076139634458657433 0.010293353076190765 0.00043801844835435205 0.0075937545312794149
leaf_weight=55 73 668 86 63 52 59 741 72 53 89 63 91 98 53 61
leaf_count=55 73 668 86 63 52 59 741 72 53 89 63 91 98 53 61
internal_value=0 0.00314222 0.0029812 0.00195753 0.00156794 -0.00144633 0.00192237 0.00220783 0.00256445 0.00395222 0.00366782 0.00399387 0.00361748 0.00684609 0.00294626
internal_weight=0 2263 2190 1067 981 114 918 866 794 1123 1034 971 880 151 729
internal_count=2377 2263 2190 1067 981 114 918 866 794 1123 1034 971 880 151 729
is_linear=0
shrinkage=0.16829


Tree=9795
num_leaves=20
num_cat=0
split_feature=2 12 2 2 11 12 13 2 49 1429 12 3 12 3 16 2 3 43 2
split_gain=2.33841 1.22516 0.586741 0.456858 0.407417 0.256079 0.246221 0.231585 0.179652 0.195388 0.192881 0.175647 0.152437 0.14462 0.148377 0.116021 0.0745682 0.0678881 0.0479133
threshold=0.11500500000000001 -0.029844999999999997 0.16730000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.093225000000000016 -0.07150999999999999 0.099675000000000014 -0.047749999999999994 0.083810000000000009 0.091475000000000015 -0.083249999999999977 0.090135000000000007 -0.097094999999999987 -0.16238499999999997 0.091205000000000008 -0.090769999999999976 0.0011450000000000004 0.13538500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 8 -6 18 -5 15 10 13 -11 -8 -10 -15 -3 -12 -18 -2
right_child=2 4 -4 7 5 -7 12 -9 9 11 16 -13 -14 14 -16 -17 17 -19 -20
leaf_value=0.00024168361525415326 0.00037403136499311455 0.00064677614304697775 5.6783051356064842e-05 0.00071283116204623573 0.00099653657751730602 0.00072177761521530399 0.00040587788877336433 0.00040624271439441712 0.00088094539157909787 0.00041246008847333165 0.00073826971910109719 0.00067238797893815589 0.00060704862779487859 0.0005516688989782001 0.00072893237521887795 0.00046541528665558832 0.00059499501872669681 0.00068662807408534701 0.00023889822656616587
leaf_weight=89 68 95 55 55 74 77 80 54 65 52 84 65 88 57 760 68 265 144 53
leaf_count=89 68 95 55 55 74 77 80 54 65 52 84 65 88 57 760 68 265 144 53
internal_value=0 0.000664655 0.000369913 0.000417794 0.000691701 0.000856661 0.000429384 0.000561267 0.000676628 0.000688108 0.000699225 0.000557166 0.000511463 0.000728759 0.000716608 0.000571333 0.000646315 0.000627343 0.000315132
internal_weight=0 2004 344 198 1806 151 289 109 1655 1492 1375 117 168 882 817 163 493 409 121
internal_count=2348 2004 344 198 1806 151 289 109 1655 1492 1375 117 168 882 817 163 493 409 121
is_linear=0
shrinkage=0.0032998


Tree=9796
num_leaves=17
num_cat=0
split_feature=47 10 12 131 12 1212 402 52 1 402 1211 16 52 39 16 16
split_gain=0.0673073 0.0555659 0.0614128 0.100434 0.0994262 0.0538923 0.0560207 0.053833 0.0851876 0.053239 0.0531264 0.0524501 0.0478509 0.0401072 0.0374475 0.0591344
threshold=0.11768500000000003 -0.092019999999999977 0.082530000000000006 0.085335000000000008 0.083785000000000012 0.086995000000000017 0.11679000000000002 0.0060650000000000009 0.090965000000000004 0.095250000000000015 0.089055000000000009 0.0060650000000000009 0.0085900000000000021 0.087015000000000009 0.15050500000000003 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -4 6 9 13 -9 11 12 -6 -7 14 15 -3
right_child=-2 2 4 -5 5 10 -8 8 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0023117675959141069 -0.0014910927813849943 0.003766246523570038 -0.0043044196793365777 -0.0015854265929500248 0.0038962530382837838 -0.0048659153054830765 -0.0018724039797641911 0.01234060361682566 0.0035649711582313045 0.0082843532574450179 0.0043669762220527927 0.0014282325460767571 0.0014366803279701286 0.0014639947660804386 0.0014263114395206163 0.0089949306888339013
leaf_weight=54 98 131 57 66 880 66 58 70 58 62 61 341 70 101 57 118
leaf_count=54 98 131 57 66 880 66 58 70 58 62 61 341 70 101 57 118
internal_value=0 0.00300234 0.00313384 0.00458752 0.00258496 0.00284145 0.00322338 0.00535241 0.00837818 0.00345515 0.000232501 0.00320846 -0.00160872 0.0043964 0.00535841 0.00625131
internal_weight=0 2250 2196 601 1595 1538 1341 535 128 1283 197 1221 136 407 306 249
internal_count=2348 2250 2196 601 1595 1538 1341 535 128 1283 197 1221 136 407 306 249
is_linear=0
shrinkage=0.16829


Tree=9797
num_leaves=25
num_cat=0
split_feature=4 133 47 12 4 43 12 40 158 43 3 1213 3 43 3 3 43 4 3 1 2 3 43 133
split_gain=0.0757475 0.0850827 0.0731943 0.0660508 0.0652125 0.0511319 0.0669432 0.0641525 0.0751475 0.053815 0.0544429 0.0491647 0.0763718 0.0472565 0.0350926 0.0310004 0.0669433 0.0378278 0.0307435 0.0495923 0.0514746 0.0285543 0.0201688 0.0108415
threshold=0.053010000000000009 -0.11930499999999998 0.11768500000000003 0.088635000000000005 -0.0062699999999999987 -0.078764999999999988 0.086885000000000004 -0.03549999999999999 0.085620000000000016 0.0032700000000000003 0.092330000000000009 -0.080614999999999978 -0.088919999999999985 0.35681500000000005 -0.16048499999999996 0.081640000000000004 -0.040789999999999993 -0.00045499999999999995 0.06269000000000001 0.078015000000000015 0.086615000000000011 0.10812000000000001 -0.099699999999999983 -0.012289999999999997
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 3 5 -1 11 6 -2 -7 9 10 -9 12 -3 -5 -13 16 17 -6 19 22 -21 -20 -16 -14
right_child=2 4 -4 13 15 7 -8 8 -10 -11 -12 14 23 -15 18 -17 -18 -19 21 20 -22 -23 -24 -25
leaf_value=0.0098177295726256508 -0.0051571777529569917 -0.0059448147983726342 -0.0050571816652511745 0.0006351304152133107 0.0065385277657245911 0.0078789241012352448 0.0019473484032874464 0.0044261444195648472 0.0069279901760258954 -0.0039983290698661 -0.0019525434296956362 0.0054369392569216003 0.0032133754128795878 0.0074068414932833967 0.0046683708561810876 0.0012637511938503466 0.0098794348270690412 0.0013512675090171047 0.0068797952814322761 0.0010496897301753465 -0.0044088471233509089 0.0018783115186451964 0.0021441717847758565 9.6755769930463505e-06
leaf_weight=82 69 54 58 68 73 52 82 90 56 66 65 96 62 52 113 60 72 90 68 265 60 64 471 60
leaf_count=82 69 54 58 68 73 52 82 90 56 66 65 96 62 52 113 60 72 90 68 265 60 64 471 60
internal_value=0 0.00286236 0.000583538 0.00612372 0.00245154 0.00126887 -0.00128719 0.00244748 0.00142137 1.78949e-05 0.00173962 0.00194122 -0.000668279 0.00358451 0.00234674 0.00471682 0.0055908 0.00368542 0.00206003 0.00170832 3.64318e-05 0.00446844 0.00263566 0.00165251
internal_weight=0 1810 538 202 1608 480 151 329 277 221 155 1313 176 120 1137 295 235 163 1041 909 325 132 584 122
internal_count=2348 1810 538 202 1608 480 151 329 277 221 155 1313 176 120 1137 295 235 163 1041 909 325 132 584 122
is_linear=0
shrinkage=0.16829


Tree=9798
num_leaves=26
num_cat=0
split_feature=43 4 13 0 2 147 16 16 0 15 133 403 16 4 0 43 13 1455 1213 52 2 4 47 51 15
split_gain=0.0566152 0.0934634 0.0681376 0.211408 0.0555659 0.0531649 0.0547219 0.0655819 0.0990781 0.092998 0.0519898 0.0531169 0.0511756 0.0487799 0.065486 0.0419765 0.0389325 0.0331965 0.0311821 0.0310974 0.0331187 0.0257664 0.0233835 0.0214184 0.0113679
threshold=-0.035884999999999993 -0.16270999999999997 -0.10664 -0.10946999999999998 0.11404000000000002 0.086575000000000013 -0.096104999999999982 -0.075779999999999986 -0.13972999999999997 0.083185000000000023 0.11588000000000002 -0.08373499999999999 -0.43370499999999995 0.0051600000000000005 -0.049464999999999988 -0.053524999999999996 -0.088854999999999976 1.0000000180025095e-35 -0.011854999999999999 -0.040589999999999994 0.11461500000000001 -0.0062699999999999987 0.085025000000000017 0.077225000000000016 -0.091934999999999989
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=1 -1 3 4 -2 6 12 9 -9 -8 11 -10 -4 15 19 17 -11 21 -18 -15 24 22 23 -3 -21
right_child=2 13 5 -5 -6 -7 7 8 10 16 -12 -13 -14 14 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.0055948861525385602 0.0011914894357647717 0.0015116130217810956 0.0022779300222611986 -0.0060013787848967881 0.0088704785828707094 -0.0015039133707065945 -0.0053305820433291583 0.011258060614556226 0.0092338845648504281 0.0061482030875109487 -0.00094410001018048473 0.0033796937264290584 0.0087255902049424329 -0.0046504830752915503 0.0048188003789177616 -0.0022433289194376577 -0.0018491775176731093 -0.00083158774326154417 0.0027287212563838529 -0.00064693508916536591 -0.0039236148328334547 0.0053829891744011918 0.0051372378205707522 0.0047125347186912411 0.002545004195302754
leaf_weight=56 55 415 54 92 53 60 52 52 52 62 64 301 103 67 56 57 61 76 134 57 53 99 78 70 69
leaf_count=56 55 415 54 92 53 60 52 52 52 62 64 301 103 67 56 57 61 76 134 57 53 99 78 70 69
internal_value=0 0.00110467 0.00276128 -6.43318e-05 0.00497652 0.00333105 0.00364324 0.00306053 0.00431608 0.00114903 0.00344611 0.00424716 0.00651937 0.00144831 -0.000367388 0.00214031 0.00246707 0.00248131 0.00128745 -0.00155529 -0.000386713 0.00286436 0.00241829 0.00197731 0.00108677
internal_weight=0 1153 1195 200 108 995 935 778 469 309 417 353 157 1097 302 795 257 738 195 246 179 662 563 485 126
internal_count=2348 1153 1195 200 108 995 935 778 469 309 417 353 157 1097 302 795 257 738 195 246 179 662 563 485 126
is_linear=0
shrinkage=0.16829


Tree=9799
num_leaves=18
num_cat=0
split_feature=475 159 482 4 12 15 16 12 151 4 4 11 475 15 4 16 42
split_gain=0.047816 0.114593 0.0395954 0.0597037 0.0425075 0.102109 0.0597134 0.056237 0.082223 0.0467009 0.0394978 0.0388152 0.0250777 0.0243688 0.0658466 0.0593505 0.019262
threshold=-0.080204999999999985 0.08043500000000002 0.097035000000000024 0.55608500000000005 0.082530000000000006 -1.0000000180025095e-35 -0.50624499999999995 -0.10853999999999998 -0.087864999999999985 -0.10429499999999998 -0.00045499999999999995 0.080455000000000013 -0.084049999999999986 0.085095000000000018 -0.049324999999999994 -0.088504999999999986 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 7 -6 -2 -9 -7 -10 13 16 14 -8 -15 -1
right_child=2 -3 -4 -5 6 9 11 8 10 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=0.004464664340989989 0.0068123991434194961 -0.0076004517841984686 0.0058628916000387317 -0.0036564360452464818 -0.00412367235694524 0.0037542945662751076 -0.0021108484574202334 0.0070189220468071132 0.002724973020547577 0.0096742047995248374 -0.0014222258520762115 0.0052787345185696145 -0.0014718503801536738 0.005956000101167115 0.0016846076570746975 0.0014324173208264744 0.00048379361387763307
leaf_weight=71 54 52 69 56 53 74 174 54 95 80 206 78 65 99 503 496 69
leaf_count=71 54 52 69 56 53 74 174 54 95 80 206 78 65 99 503 496 69
internal_value=0 -0.000539783 0.00188746 0.00175091 0.00190585 0.00314375 0.00140782 0.00174714 0.000971594 0.00684124 -0.000107341 0.00162632 0.00124245 0.00140094 0.00070646 0.0021881 0.0025155
internal_weight=0 257 2091 2022 1966 563 1403 409 355 154 301 1350 205 1272 677 595 140
internal_count=2348 257 2091 2022 1966 563 1403 409 355 154 301 1350 205 1272 677 595 140
is_linear=0
shrinkage=0.16829


Tree=9800
num_leaves=24
num_cat=0
split_feature=2 4 12 3 150 15 4 3 15 15 403 13 12 2 0 12 0 13 47 42 50 12 2
split_gain=2.14108 1.00843 0.54065 0.448321 0.245517 0.188987 0.227018 0.140586 0.124615 0.0973584 0.135193 0.0704608 0.0679204 0.0613169 0.0562792 0.0400161 0.0503079 0.0382026 0.0369527 0.0355566 0.0378467 0.0335967 0.0311642
threshold=0.13443000000000002 0.30163500000000004 1.0000000180025095e-35 -0.015259999999999998 0.084335000000000007 -0.044164999999999989 0.50373500000000015 0.10323000000000002 -0.47090499999999996 0.082725000000000007 -0.088079999999999978 -0.0024349999999999992 0.092495000000000008 0.085145000000000012 -0.088004999999999986 0.094760000000000011 -0.081344999999999987 0.056910000000000009 0.087885000000000019 0.11623000000000001 0.08461500000000001 0.089705000000000021 0.10746500000000002
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=1 2 3 -1 7 6 -2 11 -3 10 -4 -5 13 18 -11 -14 -17 19 -12 20 -16 -15 -10
right_child=5 8 9 4 -6 -7 -8 -9 22 14 12 -13 15 21 17 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00016189398097480519 0.00032910425732869523 0.00035547654891886563 0.00035482858977252017 0.00046644498946142566 0.00028111917996045369 -5.0340139446169986e-05 3.8727510722635844e-05 0.00036370816102591414 0.0001061666574787015 0.00063282705504495024 0.00064299535995113134 0.0006103672967259549 0.0003946417040754422 0.00050071920649226497 0.00054816113868426928 0.00056857292286744765 0.00046207572883587002 0.00046843470807505339 0.00052838682435687957 0.00047189863490086235 0.0006213149849687166 0.00059470778640126267 0.00022178426458773653
leaf_weight=76 57 58 63 65 74 58 61 60 53 96 88 97 58 290 448 74 168 70 55 58 104 54 52
leaf_count=76 57 58 63 65 74 58 61 60 53 96 88 97 58 290 448 74 168 70 55 58 104 54 52
internal_value=0 0.000482163 0.000502538 0.000388695 0.000446809 0.000103418 0.000179293 0.000501881 0.000232195 0.000528562 0.000503719 0.000552838 0.000515593 0.000540192 0.000555729 0.000475543 0.000494787 0.000544793 0.000599162 0.000553498 0.000562008 0.000515576 0.00016376
internal_weight=0 2161 1998 372 296 176 118 222 163 1626 850 162 787 487 776 300 242 680 143 610 552 344 105
internal_count=2337 2161 1998 372 296 176 118 222 163 1626 850 162 787 487 776 300 242 680 143 610 552 344 105
is_linear=0
shrinkage=0.0032998


Tree=9801
num_leaves=17
num_cat=0
split_feature=13 52 159 15 14 150 151 13 456 11 151 48 15 402 52 52
split_gain=0.0745898 0.099074 0.0526271 0.0481569 0.0586062 0.0572444 0.075555 0.0429127 0.0420879 0.0406243 0.0368835 0.0401253 0.0477169 0.0458195 0.0188795 0.0350499
threshold=0.021935000000000003 0.10855000000000002 0.082200000000000009 -0.47090499999999996 -0.30192499999999994 0.116995 -0.083804999999999977 -0.009329999999999998 0.07672000000000001 0.085155000000000022 -0.064619999999999983 0.097690000000000013 -0.077134999999999995 0.11232500000000002 0.080060000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 -5 6 7 8 -6 14 -8 13 -13 -12 15 -2
right_child=1 -3 -4 4 5 -7 10 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0.00658399266505933 0.0024614146867818613 -0.0065279973260835367 0.005396723092518191 -0.00377670457686683 0.0032238096192408164 -0.0028217060629065912 0.0063817853293938534 -0.0049198498728056563 -0.002376827654477351 -0.0043890269607319392 0.0018264411623145833 0.0020711373843418212 0.0090500544854408994 0.0062270178899104939 0.0031436929487919786 -0.0030668566078119654
leaf_weight=60 62 68 53 53 79 70 66 56 73 57 1326 60 53 71 62 68
leaf_count=60 62 68 53 53 79 70 66 56 73 57 1326 60 53 71 62 68
internal_value=0 -0.000722392 0.000578882 0.00187885 0.00172987 0.00188826 0.00207407 -0.000934322 0.00052221 -0.000439388 0.00247226 0.00230019 0.00536033 0.00205138 0.000723804 -0.000416477
internal_weight=0 370 302 1967 1907 1854 1784 208 152 249 1576 1510 113 1397 192 130
internal_count=2337 370 302 1967 1907 1854 1784 208 152 249 1576 1510 113 1397 192 130
is_linear=0
shrinkage=0.16829


Tree=9802
num_leaves=20
num_cat=0
split_feature=10 3 52 132 3 0 3 133 1456 2 133 2 159 133 1210 159 483 52 2
split_gain=0.0917567 0.0880651 0.0616683 0.0782155 0.0327679 0.0316255 0.0451669 0.0421211 0.0398104 0.0363573 0.0329353 0.0350799 0.0550379 0.031969 0.0289637 0.025189 0.0386653 0.0224975 0.018126
threshold=-0.0091199999999999979 -0.11756999999999999 -0.14689999999999998 0.004745000000000001 -0.16048499999999996 -0.079724999999999976 0.11535000000000002 0.12032500000000002 -0.089834999999999984 0.13673000000000005 0.086965000000000015 0.087610000000000007 0.091005000000000016 -0.14832499999999996 -0.026879999999999998 0.018290000000000004 1.0000000180025095e-35 0.084675000000000014 0.087365000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 9 8 -3 14 11 13 -13 -10 -7 16 -16 18 -12
right_child=1 5 3 -5 -6 6 -8 -9 10 -11 17 12 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0038979051589034951 0.002365248600533981 -0.002654258563946047 -0.0027973418175387997 0.0019372477002346513 -0.008497929662428556 0.0059845966544879708 0.007326951385062749 -0.0024651022832416661 0.0058346395361767965 -0.0019214093448679987 0.0073844101626138713 -0.00061635204215237536 0.0047833597473011923 0.0017864860638798085 0.0011574520996123219 0.0052518155624936488 0.005637665358942591 0.00086633446778538992 0.0033866132423480597
leaf_weight=95 78 60 56 54 61 68 56 78 63 52 53 352 63 484 385 70 64 56 89
leaf_count=95 78 60 56 54 61 68 56 78 63 52 53 352 63 484 385 70 64 56 89
internal_value=0 0.0014374 -0.00154268 -0.00333575 -0.0057848 0.00181063 0.0027292 0.00131741 0.00156071 0.00232346 0.00178028 0.00137051 0.000199034 0.00225601 0.00270255 0.00226908 0.00180006 0.00376207 0.0048914
internal_weight=0 2242 249 171 117 1993 695 1298 1220 639 1160 962 415 547 587 519 449 198 142
internal_count=2337 2242 249 171 117 1993 695 1298 1220 639 1160 962 415 547 587 519 449 198 142
is_linear=0
shrinkage=0.16829


Tree=9803
num_leaves=15
num_cat=0
split_feature=10 16 149 13 52 42 16 42 4 40 16 1 1 4
split_gain=0.065171 0.071769 0.0616375 0.0572877 0.0956942 0.0422703 0.0775925 0.0682887 0.0413504 0.0391955 0.037616 0.0319037 0.0600122 0.041279
threshold=-0.005834999999999999 -0.080344999999999986 0.07770500000000001 0.021935000000000003 0.10855000000000002 0.11623000000000001 -0.071359999999999993 0.10691000000000002 -0.47860499999999995 -0.081029999999999977 0.0045450000000000013 0.084525000000000003 0.10678500000000002 -0.086849999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 11 7 -7 8 -2 -10 -11 13 -13 -5
right_child=2 -3 -4 4 -6 6 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.0075243161270298941 0.0055253245119893735 0.0012516197105333219 0.0067784885219281509 -0.0014440013676112217 -0.0067952905235812103 0.0025685468605754526 -0.0062419984005582709 0.0074370605792212913 0.0056198093397084046 0.0015598825425277108 -0.00044179858511724684 -0.0045719322176127099 0.0026404901742854824 0.0043441229657381931
leaf_weight=52 68 53 55 56 64 58 55 56 57 1199 340 76 57 91
leaf_count=52 68 53 55 56 64 58 55 56 57 1199 340 76 57 91
internal_value=0 -0.00307745 0.00120846 0.00106691 -0.000922693 0.00144128 -0.00170387 0.00164896 0.00145309 0.00127846 0.0011165 0.000413199 -0.00146739 0.0021269
internal_weight=0 105 2232 2177 344 1833 113 1720 1664 1596 1539 280 133 147
internal_count=2337 105 2232 2177 344 1833 113 1720 1664 1596 1539 280 133 147
is_linear=0
shrinkage=0.16829


Tree=9804
num_leaves=13
num_cat=0
split_feature=0 12 2 0 2 50 1 457 15 42 42 160
split_gain=0.0758805 0.0876775 0.0395356 0.0571161 0.0412232 0.0378953 0.0495781 0.125943 0.0562271 0.0426418 0.0604773 0.0590382
threshold=0.15036000000000002 -0.14718499999999998 0.13388500000000003 -0.073399999999999979 0.11827500000000002 0.12170000000000002 0.095025000000000012 0.079590000000000008 0.094215000000000007 1.0000000180025095e-35 0.083725000000000008 0.0021250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 9 8 -8 11 -11 -3
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=0.0073431841633096696 -0.0054453445118419928 0.0014552208266121885 -0.0063344764948038753 0.00062881004094443159 0.0045969018086203716 0.0045901038038320711 -0.00050159015041052247 -0.0077012841964111461 0.0054576866519551147 -0.0042064710638174494 0.0008107124061921396 0.0057110002881782104
leaf_weight=60 53 564 52 92 87 74 324 65 52 75 728 111
leaf_count=60 53 564 52 92 87 74 324 65 52 75 728 111
internal_value=0 0.000991295 0.000819123 -0.00187323 0.00100638 0.000848743 0.000703533 -0.000860088 0.000317787 0.0011713 0.000339871 0.00215772
internal_weight=0 2284 2224 144 2080 1993 1919 441 376 1478 803 675
internal_count=2337 2284 2224 144 2080 1993 1919 441 376 1478 803 675
is_linear=0
shrinkage=0.16829


Tree=9805
num_leaves=25
num_cat=0
split_feature=3 10 3 0 123 156 50 52 52 3 124 0 402 1447 0 401 3 52 159 43 43 3 130 0
split_gain=3.17503 0.826683 0.625259 0.480025 0.385246 0.183275 0.143167 0.241897 0.256496 0.142943 0.1028 0.130909 0.101794 0.0715682 0.0637937 0.0772608 0.0510747 0.0687712 0.0375517 0.0591942 0.0289227 0.0204719 0.0183506 0.0100641
threshold=-0.064294999999999977 -1.0000000180025095e-35 0.30112000000000005 -0.071844999999999978 0.085740000000000011 0.083125000000000018 1.0000000180025095e-35 0.024560000000000002 -0.092264999999999986 0.11745500000000002 -0.080389999999999989 -0.057864999999999993 0.085345000000000018 -0.083249999999999977 -0.087284999999999988 0.097935000000000008 -0.08095999999999999 -0.010739999999999998 0.0096550000000000021 -0.12584499999999996 0.065040000000000014 -0.076254999999999989 -0.004324999999999999 0.12113000000000002
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 4 12 5 9 7 8 23 10 -3 -12 13 -1 -14 -16 18 -18 19 -15 21 -19 -21 -5
right_child=1 2 -4 6 -6 -7 -8 -9 -10 -11 11 -13 14 16 15 -17 17 20 -20 22 -22 -23 -24 -25
leaf_value=0.0008464479035049531 0.0001783015340331556 0.00046593754275608528 0.00025305242492530558 0.00060637472128736048 0.00036325614397998566 0.00074388063522459172 0.00079221518056895636 0.00074650219917748984 0.00040157538551140941 0.00040761717444145855 0.00068210718957709192 0.00049003450997034241 0.00075992902887852718 0.00066950970184107743 0.00097409271382885689 0.00079324846195704052 0.00059363946627070399 0.00077755658117770535 0.00082378771654680516 0.0008121964243076159 0.00065900594942634196 0.00069902145290379539 0.00075373333604903303 0.00067357258435560903
leaf_weight=86 95 53 87 99 91 81 53 95 85 53 152 54 75 92 59 52 52 127 98 90 57 69 423 52
leaf_count=86 95 53 87 99 91 81 53 95 85 53 152 54 75 92 59 52 52 127 98 90 57 69 423 52
internal_value=0 0.000463892 0.000511345 0.000733676 0.000557701 0.000602636 0.000630825 0.000604877 0.000547717 0.000565853 0.000598098 0.000631929 0.000764504 0.000752051 0.000837557 0.00088969 0.000743963 0.000706624 0.000760112 0.000749739 0.000729707 0.000750089 0.000764059 0.000629749
internal_weight=0 666 571 1664 484 393 384 331 236 312 259 206 1280 1094 186 111 1008 305 703 605 253 196 513 151
internal_count=2330 666 571 1664 484 393 384 331 236 312 259 206 1280 1094 186 111 1008 305 703 605 253 196 513 151
is_linear=0
shrinkage=0.0032998


Tree=9806
num_leaves=26
num_cat=0
split_feature=12 2 13 0 159 12 124 0 13 15 157 13 49 13 12 159 12 12 16 133 52 52 157 12 16
split_gain=2.09666 0.584899 0.520818 0.207801 0.205676 0.201353 0.174899 0.113298 0.112048 0.103141 0.120084 0.0998652 0.103273 0.0852432 0.0771952 0.0540526 0.0754068 0.0452898 0.0560526 0.0408421 0.0403266 0.0386758 0.0275864 0.0239527 0.0163978
threshold=0.077755000000000005 0.13290500000000002 -1.0000000180025095e-35 -0.10220499999999998 0.081925000000000012 0.093670000000000017 -0.058514999999999991 -0.14310999999999999 1.0000000180025095e-35 0.076335000000000014 0.0029950000000000007 -0.13033499999999998 -0.080089999999999981 -0.075154999999999986 -0.08731499999999999 0.08043500000000002 0.087965000000000015 0.084160000000000013 -0.012324999999999997 -0.038089999999999992 -0.0065299999999999993 0.038145000000000005 -0.025309999999999996 0.099550000000000013 -0.067534999999999998
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=2 5 3 7 8 11 14 -1 20 10 13 -2 -13 -7 -5 17 -17 18 -14 -19 -4 -11 -15 -24 -23
right_child=1 -3 4 6 -6 9 -8 -9 -10 21 -12 12 15 22 -16 16 -18 19 -20 -21 -22 24 23 -25 -26
leaf_value=0.00022027764677087105 0.00072404754469265753 0.00022333551755814981 0.00048503296514949162 0.00033344765368937846 0.00059504076843301765 0.00031670611783374508 3.5679922256762714e-05 0.00041840664757743316 0.00025795370361767986 0.00051095902737997737 0.00060412230933186753 0.00043112637142157144 0.00073037174210208741 0.00040117782136856806 0.00015182458409793747 0.00059577708838655103 0.00042123816817627601 0.00054136186477967481 0.0005784880954429586 0.0005985640746391861 0.00037546086770639403 0.00064594505289439783 0.00054763796968413834 0.00045857133522484122 0.0005626040870887677
leaf_weight=59 55 59 69 52 60 52 78 70 64 101 60 52 59 56 52 60 53 199 55 585 90 59 58 104 69
leaf_count=59 55 59 69 52 60 52 78 70 64 101 60 52 59 56 52 60 53 199 55 585 90 59 58 104 69
internal_value=0 0.000547251 0.000319956 0.000226505 0.00042253 0.000558626 0.000154328 0.000328063 0.000375956 0.000507013 0.000469022 0.000584401 0.000577142 0.00043887 0.000242975 0.000584617 0.000514225 0.000593436 0.000657404 0.00058409 0.000423233 0.000561606 0.000467848 0.000490677 0.000601294
internal_weight=0 1736 594 311 283 1677 182 129 223 559 330 1118 1063 270 104 1011 113 898 114 784 159 229 218 162 128
internal_count=2330 1736 594 311 283 1677 182 129 223 559 330 1118 1063 270 104 1011 113 898 114 784 159 229 218 162 128
is_linear=0
shrinkage=0.0032998


Tree=9807
num_leaves=21
num_cat=0
split_feature=1 2 3 2 3 15 15 1 12 4 1447 3 2 12 4 160 1 42 4 52
split_gain=6.87891 1.1528 0.590175 0.579135 0.431316 0.360046 0.276265 0.240874 0.307972 0.234213 0.22024 0.238818 0.194431 0.230696 0.16347 0.117299 0.0967936 0.088923 0.0845722 0.0257054
threshold=0.10612500000000001 0.14271500000000001 -0.031844999999999991 0.11585500000000001 -0.14162499999999997 1.0000000180025095e-35 -0.077809999999999976 0.091785000000000019 -0.013764999999999998 0.30163500000000004 -0.086059999999999984 0.08734500000000002 0.090425000000000019 0.083425000000000013 0.049545000000000006 -0.038589999999999992 0.12765500000000005 0.090625000000000025 -0.030434999999999993 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 5 -1 16 10 -9 17 -6 12 13 -12 -14 -10 -4 -2 -17 -5
right_child=1 -3 6 19 7 -7 -8 8 15 -11 11 -13 14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.00088470725362232224 0.00078744118514445722 7.5981837171272277e-05 0.00034148254736056485 0.0006637987125836922 0.0010418017274578051 0.0012293182578733276 0.00052229951101235856 0.00051240347881857792 0.00093399286975325631 0.00043588079529609139 0.0010610640399741364 0.00063462608530077491 0.00083413044160052274 0.00086639869233159201 0.00068362980640320923 0.00081455076802776545 0.00016057648631631998 0.00059973423769743865 0.00064044372797563657 0.00055774027678236876
leaf_weight=80 65 99 86 55 66 58 75 52 54 52 75 58 325 721 108 84 53 52 52 60
leaf_count=80 65 99 86 55 66 58 75 52 54 52 75 58 325 721 108 84 53 52 52 60
internal_value=0 0.000393817 0.000475881 0.000836612 0.000851711 0.0010298 0.000360378 0.000836281 0.000739304 0.00062193 0.0008536 0.000843921 0.00085377 0.000884785 0.000796674 0.000801218 0.000272757 0.000704317 0.000748239 0.00060877
internal_weight=0 482 383 1848 1733 138 214 1595 242 169 1353 1287 1229 796 433 190 139 117 136 115
internal_count=2330 482 383 1848 1733 138 214 1595 242 169 1353 1287 1229 796 433 190 139 117 136 115
is_linear=0
shrinkage=0.0032998


Tree=9808
num_leaves=27
num_cat=0
split_feature=4 2 2 2 2 15 49 4 51 15 2 4 51 51 2 4 49 51 1212 403 2 15 4 4 4 160
split_gain=3.97376 1.08085 0.638517 0.542567 0.33327 0.297118 0.22572 0.195941 0.10675 0.174973 0.0883517 0.0813301 0.116483 0.0683372 0.0652613 0.0637614 0.0489983 0.053422 0.0487073 0.0521235 0.0484514 0.0458207 0.0395917 0.0307781 0.0225408 0.0112019
threshold=0.30163500000000004 0.099675000000000014 -1.0000000180025095e-35 0.14234000000000005 0.12708000000000003 0.076335000000000014 -0.015974999999999996 -0.082634999999999986 -0.097374999999999975 -0.025694999999999999 0.09036000000000001 0.043850000000000007 0.081440000000000026 -0.089864999999999987 0.10713500000000002 -0.08466499999999999 0.036705000000000008 0.084400000000000017 0.086995000000000017 -0.019354999999999994 0.083365000000000009 -0.094269999999999979 -0.26545999999999997 0.032965000000000001 -0.019794999999999997 -0.073574999999999988
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 2 -1 5 14 6 -3 15 23 21 13 12 24 20 -2 18 17 -15 19 -4 -9 -10 -21 -8 -12 -18
right_child=4 3 7 -5 -6 -7 8 10 9 -11 11 -13 -14 16 -16 -17 25 -19 -20 22 -22 -23 -24 -25 -26 -27
leaf_value=0.00069505506355728094 0.00052580430998410755 0.00062888847219688118 0.0011430155162001428 0.00053248801094801324 0.0003433829719349508 0.0010479444102316077 0.00099794688532115362 0.00083652513339012324 0.00081204502021112103 0.00067855072545995251 0.00096932766230132096 0.00081520016681183374 0.00083325000382286239 0.0010065141471947722 0.00067546526395612376 0.0011641533735345924 0.0010311140212190836 0.00090665445186326893 0.00095861257887268792 0.001111323822579555 0.00098668939253399555 0.00094775145812482392 0.00099210158580463137 0.00087432190762277604 0.0010592159014577857 0.001116757285253153
leaf_weight=80 72 62 77 68 100 71 53 52 59 77 109 61 65 560 63 66 52 74 64 53 53 63 107 52 61 56
leaf_count=80 72 62 77 68 100 71 53 52 59 77 109 61 65 560 63 66 52 74 64 53 53 63 107 52 61 56
internal_value=0 0.000941452 0.000983795 0.000808068 0.0004886 0.000850869 0.000812543 0.000999069 0.000849882 0.000803708 0.000977397 0.000926564 0.000955322 0.00099512 0.000595907 0.00106647 0.00100674 0.000994914 0.00104493 0.00106809 0.000912658 0.000882412 0.00103181 0.000937059 0.00100179 0.00107585
internal_weight=0 2095 1590 505 235 437 366 1510 304 199 1143 296 235 847 135 367 742 634 301 237 105 122 160 105 170 108
internal_count=2330 2095 1590 505 235 437 366 1510 304 199 1143 296 235 847 135 367 742 634 301 237 105 122 160 105 170 108
is_linear=0
shrinkage=0.0032998


Tree=9809
num_leaves=16
num_cat=0
split_feature=1 97 1447 130 130 16 4 2 0 48 0 4 151 2 4
split_gain=0.109221 0.0600853 0.0493844 0.0530565 0.0980873 0.05323 0.0937623 0.0697119 0.0994183 0.0576564 0.0555134 0.0491548 0.0491362 0.0394838 0.0303667
threshold=0.15022500000000003 -0.0047149999999999996 -0.086059999999999984 0.006490000000000001 0.087230000000000016 -0.41574999999999995 0.052250000000000012 0.090790000000000023 -0.084319999999999992 0.10911000000000001 -0.11073999999999999 0.42405000000000009 -0.030624999999999996 0.088820000000000024 -0.011964999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 11 9 -8 -9 10 -7 12 -4 -6 -15
right_child=-2 2 3 4 13 6 7 8 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.002303641171015107 -0.0045099915432501277 0.0073332490008986995 -0.0002115276554156363 0.011454642871562082 0.00016495268726357098 -8.4623952704834679e-05 0.0033279277865720823 -0.0082960729498164146 0.00077155310562027253 0.0083632606536246015 0.0032668822773087316 0.0099343057388401445 0.0061909001539403995 0.0074460670219354281 0.0027732398243055958
leaf_weight=53 52 88 52 60 63 157 81 57 85 57 1216 53 95 82 79
leaf_count=53 52 88 52 60 63 157 81 57 85 57 1216 53 95 82 79
internal_value=0 0.00327622 0.00340994 0.00324754 0.00539692 0.00291714 0.00260134 -0.000601519 -0.00285562 0.00310206 0.00288234 0.00551827 0.00391387 0.00376629 0.00516435
internal_weight=0 2278 2225 2137 284 1853 1653 223 142 1430 1373 200 147 224 161
internal_count=2330 2278 2225 2137 284 1853 1653 223 142 1430 1373 200 147 224 161
is_linear=0
shrinkage=0.16829


Tree=9810
num_leaves=18
num_cat=0
split_feature=4 2 4 2 0 0 4 1429 0 4 0 13 151 42 43 4 480
split_gain=0.12562 0.0653313 0.0645438 0.123159 0.0624 0.0522797 0.0451514 0.049787 0.0565027 0.110646 0.0409203 0.0335073 0.0314745 0.0288137 0.0283224 0.0262192 0.0214643
threshold=0.25472500000000003 0.11543000000000002 -0.14236999999999997 0.09772500000000002 -0.10891999999999999 0.043875000000000004 -0.088004999999999986 0.08759500000000002 -0.10264999999999998 0.076415000000000025 0.12411500000000002 0.065195000000000017 -1.0000000180025095e-35 0.08512500000000002 0.26667500000000005 -0.018719999999999997 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 5 -3 -1 -4 8 9 12 -5 14 -8 -2 16 -13 -10
right_child=1 4 6 10 -6 -7 7 -9 11 -11 -12 15 -14 -15 -16 -17 -18
leaf_value=0.013297224171115958 0.003734034365805159 0.00096457914176687246 -0.00095946504315362212 0.0048548657643739191 -0.0057427782002238041 0.0060667105705299734 0.00083101397191867306 0.007465336472744331 0.0033583127795249602 0.0070663521916333565 -0.00092660716902153372 0.0087385753507334442 -0.0037540168178078906 -0.0010975720387166876 -0.00027913427485547838 0.0033924332601178689 0.00039241357386058707
leaf_weight=59 100 69 84 79 90 57 75 69 1149 53 61 54 96 53 70 53 75
leaf_count=59 100 69 84 79 90 57 75 69 1149 53 61 54 96 53 70 53 75
internal_value=0 -0.000427133 0.00319448 0.00569979 -0.00282074 0.00975979 0.00283275 0.00302186 0.00283208 0.000341326 0.00232296 0.00322903 -0.00173253 0.0020486 0.00298964 0.00610728 0.00317805
internal_weight=0 312 2034 256 159 116 1778 1694 1625 224 140 1401 171 153 1294 107 1224
internal_count=2346 312 2034 256 159 116 1778 1694 1625 224 140 1401 171 153 1294 107 1224
is_linear=0
shrinkage=0.16829


Tree=9811
num_leaves=11
num_cat=0
split_feature=41 14 3 2 0 2 1429 475 0 0
split_gain=0.0989151 0.0965528 0.0762941 0.0701667 0.0791029 0.0555919 0.0409055 0.0445038 0.05375 0.0734488
threshold=0.08178500000000001 -0.31455999999999995 -0.14162499999999997 0.10774000000000002 0.0060900000000000008 -0.047824999999999993 -0.069929999999999978 -0.086909999999999987 -0.23141499999999995 -0.13972999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 -8 -9 -10
right_child=-2 2 5 -5 -6 6 7 8 9 -11
leaf_value=-0.0038135415343238739 -0.0033707033331668726 0.0041287590921527595 -0.0029800073586189395 0.0011996555123678016 0.013431983038170055 0.0067285157472215902 0.0067994676860729233 0.0075832280175181632 -0.0012200225402377392 0.0024297189953077915
leaf_weight=67 85 53 53 53 52 64 63 52 172 1632
leaf_count=67 85 53 53 53 52 64 63 52 172 1632
internal_value=0 0.00246864 0.0026613 0.00623077 0.00875318 0.00238342 0.00252767 0.00238663 0.00223588 0.00208074
internal_weight=0 2261 2194 158 105 2036 1983 1919 1856 1804
internal_count=2346 2261 2194 158 105 2036 1983 1919 1856 1804
is_linear=0
shrinkage=0.16829


Tree=9812
num_leaves=23
num_cat=0
split_feature=12 2 15 13 43 147 13 12 48 2 2 159 13 2 123 160 15 13 12 13 43 13
split_gain=3.65408 2.20971 0.683904 0.422878 0.323996 0.308749 0.192686 0.190202 0.105268 0.119475 0.116719 0.112397 0.100722 0.0928906 0.0776448 0.0750858 0.0749353 0.0366711 0.0326501 0.0280516 0.00995975 0.00485347
threshold=-0.029844999999999997 0.114805 -0.26826999999999995 -0.086254999999999984 -0.031974999999999996 0.087210000000000024 0.043640000000000005 0.099815000000000015 0.088580000000000006 0.074875000000000011 0.084825000000000025 -0.018164999999999997 -0.036584999999999993 0.096120000000000025 0.08592000000000001 -0.071719999999999992 -0.064464999999999981 -0.066934999999999981 0.083785000000000012 -0.08125499999999998 -0.099699999999999983 -0.082264999999999991
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 19 -3 14 7 16 8 9 15 18 -12 -9 21 -4 -2 -5 -17 -11 -1 -14 -10
right_child=1 3 4 6 -6 -7 -8 12 13 10 11 -13 20 -15 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0006356684262616341 0.0011004481091915553 0.0006311062019675348 0.00087966648872544063 0.0011025594839754237 0.0011060314835358281 0.00099635007949263753 0.00078592656818190685 0.00103552737348727 0.0012538045862478761 0.0014259519261383981 0.0013442355425806142 0.0012346141042939719 0.0012356657766970085 0.0010445962796382818 0.00071953117046295075 0.0012641529392913387 0.00093728233368620779 0.0011775626758352871 0.0013161837514876877 0.00052027958778868427 0.0011588217676161072 0.0011843235290437094
leaf_weight=52 77 57 98 71 63 67 52 78 52 52 130 682 54 55 55 138 60 122 133 52 82 64
leaf_count=52 77 57 98 71 63 67 52 78 52 52 130 682 54 55 55 138 60 122 133 52 82 64
internal_value=0 0.00117892 0.000799099 0.000881107 0.000905241 0.00121892 0.000958783 0.00122757 0.00124091 0.00125114 0.00126987 0.00125221 0.0011336 0.00116092 0.000822332 0.00119561 0.00102713 0.00122366 0.00134723 0.000578313 0.00118959 0.00121577
internal_weight=0 2026 320 240 216 1786 183 1719 1505 1334 997 812 214 171 153 337 131 260 185 104 136 116
internal_count=2346 2026 320 240 216 1786 183 1719 1505 1334 997 812 214 171 153 337 131 260 185 104 136 116
is_linear=0
shrinkage=0.0032998


Tree=9813
num_leaves=19
num_cat=0
split_feature=2 133 2 0 52 12 15 34 51 15 51 11 12 0 12 51 0 2
split_gain=0.0649797 0.0598589 0.0616794 0.0665331 0.0479831 0.105046 0.0761311 0.0622699 0.0563002 0.093866 0.0556185 0.057939 0.0322506 0.0267556 0.0281812 0.0244225 0.0198236 0.00967844
threshold=0.114805 -0.029034999999999995 0.15630500000000003 -0.049024999999999992 0.12371000000000001 0.085785000000000014 -0.23488499999999998 -0.072169999999999984 -0.096089999999999981 -1.0000000180025095e-35 -0.086159999999999987 0.080320000000000016 0.091735000000000025 -0.079954999999999984 0.090045000000000014 -1.0000000180025095e-35 -0.07081999999999998 0.13194500000000003
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 15 6 -6 -1 -8 9 16 -10 12 -12 14 -7 -3 -9 -17
right_child=1 2 -4 -5 5 13 7 8 10 -11 11 -13 -14 -15 -16 17 -18 -19
leaf_value=-0.0027617403016031218 -0.004538468234457642 -0.0018289588296507579 -0.0030744730573489649 0.0077995253935625704 0.011103258432196006 0.0042097952457640945 0.0086367983889081099 0.00077270429918108651 -0.0027787038003541193 0.010732075889273414 0.0024159524590592644 -0.0027813129514442881 0.004291505233714645 0.0056050802002954496 -0.001159371199301462 0.0011890078482321687 0.0052198505370800036 0.0042086197744873755
leaf_weight=66 53 52 63 58 66 56 55 65 54 66 964 52 361 82 54 73 52 54
leaf_count=66 53 52 63 58 66 56 55 65 54 66 964 52 361 82 54 73 52 54
internal_value=0 0.000666579 0.00159213 0.0028402 0.00315054 0.00529989 0.00282989 0.00305208 0.00286066 0.00564791 0.00250296 0.00271139 0.00292831 0.00329562 0.00155769 0.00122322 0.00276457 0.00248708
internal_weight=0 353 300 237 1993 258 1735 1669 1614 183 1431 1377 1325 192 110 179 117 127
internal_count=2346 353 300 237 1993 258 1735 1669 1614 183 1431 1377 1325 192 110 179 117 127
is_linear=0
shrinkage=0.16829


Tree=9814
num_leaves=22
num_cat=0
split_feature=1 4 3 0 123 1 159 4 4 1 160 4 15 4 0 3 15 160 48 16 0
split_gain=5.8864 0.905339 0.683911 0.362033 0.29092 0.263201 0.220669 0.20224 0.142899 0.136422 0.111292 0.117586 0.101469 0.0928509 0.15798 0.0840267 0.0717892 0.0990293 0.071199 0.0625893 0.0540443
threshold=0.10557500000000002 0.41379000000000005 -0.046329999999999989 0.13830500000000004 1.0000000180025095e-35 0.13052500000000003 0.075610000000000011 -0.14236999999999997 0.022635000000000006 0.091785000000000019 -0.0089499999999999979 -0.013125 -0.44206999999999991 0.046720000000000005 -0.11073999999999999 -0.14162499999999997 -0.088774999999999979 -0.50388999999999984 0.086260000000000017 -0.016354999999999998 -0.09194999999999999
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 8 4 7 -3 19 15 -2 13 -11 -12 -7 16 -15 -1 18 -18 -9 -4 -16
right_child=1 5 6 -5 -6 12 -8 9 -10 10 11 -13 -14 14 20 -17 17 -19 -20 -21 -22
leaf_value=0.0010264006164628675 0.00083428688719729756 0.00036359604918340761 0.00052978835158247071 0.0005433914605693671 0.00061510499939814529 0.0002166526698641587 0.00021038341949332817 0.00096983335091150745 0.00060239385515414683 0.00085757065511827602 0.00076381421686826372 0.0005533523291093549 1.1672178720403549e-05 0.00091182669927664811 0.00061333629680544743 0.00085968403617689556 0.0009630287907945891 0.00082005297067066444 0.00083584019045178197 0.00037552981090369775 0.00075163947340365549
leaf_weight=76 56 85 71 54 74 54 54 91 64 53 69 53 52 56 52 66 59 966 96 52 93
leaf_count=76 56 85 71 54 74 54 54 91 64 53 69 53 52 56 52 66 59 966 96 52 93
internal_value=0 0.00040417 0.00051824 0.000811566 0.000819574 0.000226609 0.000387422 0.0008283 0.000710904 0.00081747 0.000728872 0.000672673 0.000116429 0.000828418 0.000760839 0.000949161 0.000839597 0.000828317 0.000901234 0.00046486 0.000702284
internal_weight=0 488 297 1858 1804 191 177 1730 120 1588 175 122 106 1413 201 142 1212 1025 187 123 145
internal_count=2346 488 297 1858 1804 191 177 1730 120 1588 175 122 106 1413 201 142 1212 1025 187 123 145
is_linear=0
shrinkage=0.0032998


Tree=9815
num_leaves=21
num_cat=0
split_feature=12 2 2 2 2 16 49 11 11 12 0 12 2 13 159 0 12 2 16 16
split_gain=3.4217 1.1033 0.997669 0.714796 0.850621 0.345069 0.242178 0.233 0.363763 0.227226 0.172169 0.170173 0.0880794 0.0888887 0.0685002 0.0430818 0.0489664 0.0423656 0.0255463 0.022329
threshold=0.077755000000000005 0.13106000000000004 0.14794000000000004 -0.011974999999999998 0.10859000000000001 -0.39442499999999997 -0.016709999999999999 1.0000000180025095e-35 0.086080000000000018 -1.0000000180025095e-35 -0.10023499999999998 0.088545000000000013 0.085955000000000018 -0.011984999999999997 0.087395000000000014 -0.089964999999999976 0.084405000000000022 0.097220000000000015 -0.072534999999999988 -0.072359999999999994
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 5 3 -1 6 -2 -5 10 -9 -8 -7 15 13 -13 18 19 -17 -14 -6 -12
right_child=1 -3 -4 4 14 7 9 8 -10 -11 11 12 17 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00025932666379987557 0.00058133856525955068 0.00032865116466375118 8.9559599286111391e-05 0.00055089173803056903 0.00048144821583355138 0.00059884862654521385 0.00062589232730791121 0.0011270166486319962 0.00076875942190201543 0.00086694989437948074 0.00094208925976124378 0.00074032405867798369 0.00080372416064437857 0.00060988886118522529 0.00029803550952560941 0.00087944488500566462 0.00079264417257963104 0.00073629566733679551 0.00038083211303646989 0.0008346455599489176
leaf_weight=97 96 63 67 91 74 60 77 55 73 100 54 214 299 83 55 100 362 183 52 52
leaf_count=97 96 63 67 91 74 60 77 55 73 100 54 214 299 83 55 100 362 183 52 52
internal_value=0 0.000758108 0.000470219 0.000516865 0.000572424 0.000774675 0.000690635 0.000786743 0.000922973 0.000762282 0.000774325 0.000782115 0.000749951 0.000703991 0.000397198 0.000826165 0.000811508 0.000778197 0.000440204 0.000889713
internal_weight=0 1694 613 546 449 1631 268 1535 128 177 1407 1347 779 297 181 568 462 482 126 106
internal_count=2307 1694 613 546 449 1631 268 1535 128 177 1407 1347 779 297 181 568 462 482 126 106
is_linear=0
shrinkage=0.0032998


Tree=9816
num_leaves=25
num_cat=0
split_feature=1 1212 1212 3 42 2 3 12 4 3 133 16 48 16 12 4 42 3 16 160 13 13 4 3
split_gain=0.127596 0.134309 0.148881 0.10064 0.0734365 0.0715068 0.100583 0.129863 0.0846995 0.0670097 0.0516641 0.0514656 0.0473007 0.044637 0.0511033 0.0437805 0.0406458 0.0476285 0.0458969 0.0566179 0.0375884 0.0580176 0.030292 0.00717704
threshold=0.088315000000000018 0.083355000000000026 0.092815000000000022 -0.15197999999999998 0.082755000000000009 0.14823500000000003 -0.0035149999999999995 0.091955000000000023 -0.018104999999999996 -0.082844999999999988 0.094195000000000015 -0.034109999999999994 0.090085000000000012 -0.011694999999999999 0.088635000000000005 -0.033449999999999987 0.11551500000000002 -0.073159999999999989 -0.039889999999999988 -1.0000000180025095e-35 -0.093039999999999984 -0.088374999999999995 -0.084384999999999988 -0.044759999999999994
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 3 -3 -1 5 6 7 8 -2 -6 13 12 -8 14 -11 -9 17 20 23 -20 -5 -22 -23 -19
right_child=4 2 -4 16 9 -7 11 15 -10 10 -12 -13 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 -25
leaf_value=0.012179409127759734 -0.0085614237052066434 -0.0041499349347714591 0.0051496496069997483 0.0008452157632799197 0.0081086933278083136 -0.0051853203071173829 0.008805645190204537 0.0060792579441766477 -0.00061922314581559985 0.0053495112049450318 -0.0021167925680583371 0.0007401040076109299 0.0024393659833465389 0.0066190437597721122 -0.0011661221664070714 -8.6769880100129502e-05 0.00088805309628718632 0.0059976632245836107 0.0053268875948820132 0.012536312126406331 0.01003685431684616 0.0068498433615324676 0.0039024312465414041 0.0031901254437745456
leaf_weight=56 66 99 96 74 81 52 78 70 91 62 53 83 59 90 75 60 70 59 56 72 57 122 573 53
leaf_count=56 66 99 96 74 81 52 78 70 91 62 53 83 59 90 75 60 70 59 56 72 57 122 573 53
internal_value=0 0.00452356 0.000419109 0.00519351 0.00196308 0.000750799 0.00136318 -0.000706822 -0.00396943 0.00383529 0.00259264 0.00407175 0.00607708 0.00370011 0.00176944 0.00321958 0.00484755 0.00510587 0.0072052 0.00939623 0.00449372 0.00485036 0.0044224 0.00468514
internal_weight=0 1387 195 1192 920 559 507 287 157 361 280 220 137 227 137 130 1136 1066 240 128 826 752 695 112
internal_count=2307 1387 195 1192 920 559 507 287 157 361 280 220 137 227 137 130 1136 1066 240 128 826 752 695 112
is_linear=0
shrinkage=0.16829


Tree=9817
num_leaves=22
num_cat=0
split_feature=41 1 12 1212 132 2 3 1212 1212 3 16 12 13 3 3 483 12 474 52 3 52
split_gain=0.0888677 0.116916 0.080015 0.0622489 0.0668185 0.0680137 0.0575093 0.0442245 0.0915744 0.0404694 0.0464626 0.0590343 0.0458923 0.0440027 0.0414424 0.0404424 0.0472254 0.0285465 0.0275599 0.029899 0.0111963
threshold=0.075585000000000013 0.080270000000000022 0.085565000000000016 0.041590000000000009 -1.0000000180025095e-35 0.14794000000000004 -0.036004999999999988 0.087615000000000012 0.097595000000000015 -0.081324999999999995 -0.040964999999999994 0.090715000000000018 -0.049744999999999991 -0.076504999999999976 -0.23303499999999996 0.085050000000000014 0.08598500000000002 0.085960000000000023 -0.086814999999999989 -0.082454999999999987 -0.14715499999999998
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 6 -2 4 -3 9 7 15 -9 12 13 -12 -6 -11 -14 17 -17 18 20 -20 -1
right_child=2 3 -4 -5 5 -7 -8 8 -10 10 11 -13 14 -15 -16 16 -18 -19 19 -21 -22
leaf_value=0.0022160006523447248 0.010892916483777524 -0.0042252121072975969 0.0023883799228137572 -0.0043446144016749061 0.0082036202464665971 -0.0030537283025958871 0.0081664934128833772 -0.0048802261860235235 0.004625272817420676 -0.00089023988430352789 -0.0012435209239452919 0.0043461453283566405 0.0064544872531493583 0.0040958254974225875 0.00077459583842365591 0.010541258474198427 0.0041156890120454623 0.0068926837739913243 0.0046849474877701126 0.0023373986988663715 -0.00072357955356677469
leaf_weight=94 73 52 56 52 63 70 80 52 64 62 217 71 57 250 103 52 90 62 339 289 59
leaf_count=94 73 52 56 52 63 70 80 52 64 62 217 71 57 250 103 52 90 62 339 289 59
internal_value=0 0.0026595 0.00721495 0.00131477 0.00162808 0.00197094 0.0037932 0.0034738 0.000348699 0.00240049 0.00167616 0.000128249 0.0043413 0.00309925 0.00280929 0.00384001 0.00648137 0.00339295 0.00311282 0.00360749 0.00107069
internal_weight=0 2178 129 997 945 893 1181 1101 116 823 600 288 223 312 160 985 142 843 781 628 153
internal_count=2307 2178 129 997 945 893 1181 1101 116 823 600 288 223 312 160 985 142 843 781 628 153
is_linear=0
shrinkage=0.16829


Tree=9818
num_leaves=25
num_cat=0
split_feature=43 1 403 3 403 403 3 43 2 0 2 15 11 1 1 403 3 43 2 159 15 2 3 42
split_gain=0.0727352 0.0678431 0.0789758 0.170875 0.0719728 0.123909 0.0653709 0.0763804 0.0604406 0.0427 0.0454558 0.0953879 0.035395 0.0357592 0.0450318 0.0323908 0.029684 0.049347 0.0450352 0.0330344 0.0294135 0.0247816 0.0202529 0.0189424
threshold=-0.50761499999999993 0.080270000000000022 -0.0064299999999999991 -0.08322499999999998 -0.13024499999999997 -0.44352499999999995 -0.052614999999999995 -0.084794999999999995 0.11161 -0.066044999999999979 0.092235000000000025 -0.11399999999999998 0.086080000000000018 0.087840000000000015 0.10171500000000001 -0.088434999999999986 -0.073159999999999989 -0.064074999999999979 0.099675000000000014 -1.0000000180025095e-35 0.094215000000000007 0.085955000000000018 0.085315000000000016 0.087195000000000009
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 4 3 -3 5 -2 8 -8 12 10 -9 -12 13 -4 -15 -6 19 -18 -19 23 21 -21 -11 -17
right_child=1 2 6 -5 15 -7 7 9 -10 22 11 -13 -14 14 -16 16 17 18 -20 20 -22 -23 -24 -25
leaf_value=0.0086604109889759813 0.0035558060581560949 -0.0087470766113086334 0.00720179001140305 0.0029952298302662445 0.0075405364017867927 -0.0063025415089718395 -0.0046886642978681663 0.005522526826939639 0.0084062267909716919 -0.0035967016529989382 0.0051265148020026912 -0.0023092992393845958 -0.0012489112664655767 0.00080257250579260603 0.005505544201957157 0.0035947731297091127 0.0093843751591593839 0.0068079291214178835 0.0011240459269629053 0.00097944981578950829 -0.0014263154082633294 0.0034432526201584952 0.00062798190765453389 0.0076080033637727718
leaf_weight=52 93 65 55 76 58 59 68 96 59 55 89 108 57 167 89 85 58 71 91 165 52 405 76 58
leaf_count=52 93 65 55 76 58 59 68 96 59 55 89 108 57 167 89 85 58 71 91 165 52 405 76 58
internal_value=0 0.00228078 0.0012978 -0.00240515 0.00315121 -0.00025897 0.00186789 0.000541261 0.00339226 0.00138426 0.00251542 0.00104091 0.00258351 0.00329169 0.00244461 0.00364991 0.00341899 0.00515245 0.00362622 0.00291813 0.00238257 0.0027332 -0.00113203 0.00523508
internal_weight=0 2255 1060 141 1195 152 919 492 427 424 293 197 368 311 256 1043 985 220 162 765 622 570 131 143
internal_count=2307 2255 1060 141 1195 152 919 492 427 424 293 197 368 311 256 1043 985 220 162 765 622 570 131 143
is_linear=0
shrinkage=0.16829


Tree=9819
num_leaves=12
num_cat=0
split_feature=475 10 11 376 39 16 15 1455 15 1 0
split_gain=0.0767701 0.0594776 0.0522132 0.0624918 0.0577078 0.0932145 0.0614679 0.0404608 0.0499894 0.0346638 0.0278461
threshold=-0.088274999999999978 0.058500000000000003 0.078065000000000009 0.083960000000000021 1.0000000180025095e-35 -0.013024999999999998 0.13673000000000005 0.078065000000000009 0.11614000000000001 0.093100000000000002 -0.086284999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 -2 -4 -9
right_child=1 -3 9 -5 5 -7 -8 10 -10 -11 -12
leaf_value=-0.0027909463540148217 0.0018121697398549999 -0.0031866575706108466 0.0089392894496822754 -0.0023620832859463704 0.0020258485219419187 0.010459366599261099 -0.0036162261672138484 0.0078363720010675795 0.006698068371755136 0.0032053624858188125 0.0029637401374587391
leaf_weight=90 1545 56 54 83 92 63 52 58 62 70 82
leaf_count=90 1545 56 54 83 92 63 52 58 62 70 82
internal_value=0 0.00221456 0.00235535 0.00214984 0.00234242 0.00546526 0.00207236 0.00224271 0.00200179 0.00571688 0.00499523
internal_weight=0 2217 2161 2037 1954 155 1799 1747 1607 124 140
internal_count=2307 2217 2161 2037 1954 155 1799 1747 1607 124 140
is_linear=0
shrinkage=0.16829


Tree=9820
num_leaves=22
num_cat=0
split_feature=4 3 150 43 0 3 43 3 123 0 13 13 4 133 156 1456 3 3 0 0 0
split_gain=3.08483 0.983968 0.562013 0.403729 0.359186 0.329695 0.292043 0.25361 0.117268 0.107275 0.0902838 0.0865162 0.110579 0.0889021 0.0674312 0.0579438 0.0735039 0.0583775 0.046108 0.0364197 0.0199479
threshold=0.30163500000000004 -0.049204999999999992 0.093200000000000019 -0.033174999999999989 -0.036119999999999992 0.13772500000000001 -0.053524999999999996 0.10812000000000001 0.08592000000000001 -0.15202999999999997 -0.011834999999999998 -0.090139999999999984 0.0011850000000000003 -0.073829999999999993 0.099375000000000005 -0.15627999999999997 -0.086049999999999988 -0.085044999999999996 -0.075914999999999996 -0.10803999999999998 -0.079249999999999987
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 4 3 10 11 8 -6 9 19 -5 -3 12 13 -1 15 -13 18 -18 -17 -2 -11
right_child=5 2 -4 7 6 -7 -8 -9 -10 20 -12 14 -14 -15 -16 16 17 -19 -20 -21 -22
leaf_value=0.00078109303387972353 0.00048941074595944777 0.00054594040939530159 0.00024616609232716975 0.00086452059674177733 0.00036903596257250042 8.7378265518902671e-05 0.00068425175160423336 0.0005211611940456717 0.00024483144567425432 0.00073522958346472814 0.00036472714301531478 0.00083739244149703452 0.00069295652337637555 0.00096413395809076996 0.00060699401922711537 0.00077392504548116892 0.00060503211347161321 0.00071552101440535115 0.00066931881108026905 0.00037533677156679173 0.00063811912520869121
leaf_weight=68 55 53 59 56 54 60 81 85 60 53 74 59 66 56 52 408 61 706 58 81 60
leaf_count=68 55 53 59 56 54 60 81 85 60 53 74 59 66 56 52 408 61 706 58 81 60
internal_value=0 0.000686023 0.000546877 0.000593352 0.000722686 0.00030218 0.000558426 0.000669574 0.000367756 0.000744011 0.000440629 0.000737118 0.000804797 0.000864041 0.000727524 0.000732348 0.000727293 0.00070678 0.000760981 0.000421729 0.000683978
internal_weight=0 2109 440 381 1669 256 135 254 196 169 127 1534 190 124 1344 1292 1233 767 466 136 113
internal_count=2365 2109 440 381 1669 256 135 254 196 169 127 1534 190 124 1344 1292 1233 767 466 136 113
is_linear=0
shrinkage=0.0032998


Tree=9821
num_leaves=26
num_cat=0
split_feature=1 1 16 4 124 4 15 15 15 43 52 43 52 1 1 16 15 4 43 16 51 130 16 49 15
split_gain=7.91026 1.4507 0.745866 0.688988 0.470326 0.259865 0.174033 0.25247 0.238337 0.168558 0.160924 0.129955 0.139053 0.123436 0.11539 0.0978461 0.0830141 0.0533384 0.0515426 0.0492517 0.0314476 0.018172 0.0149203 0.0138758 0.0116917
threshold=0.10538500000000002 0.13130500000000003 0.12292000000000002 0.30163500000000004 -1.0000000180025095e-35 0.24099500000000004 0.03981500000000001 -0.11664999999999999 0.08765000000000002 -0.11278499999999998 -0.069694999999999993 -0.072174999999999975 0.0033500000000000005 0.11570500000000002 0.073870000000000005 -0.082909999999999984 0.11667500000000001 0.51286500000000013 0.057265000000000003 -0.080419999999999978 -0.091399999999999981 1.0000000180025095e-35 -0.092364999999999989 0.08840000000000002 0.096190000000000012
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=4 2 10 -3 -1 6 7 23 19 -9 -2 20 -13 -12 16 -16 18 -5 -10 21 -11 22 -8 -6 -17
right_child=1 3 -4 17 5 -7 8 9 14 11 13 12 -14 -15 15 24 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00068317383810550093 0.00036893988002300725 0.00048158615778538474 0.00088099654509528563 0.00012397320762546837 0.001099357437233865 0.00072150482815049033 0.0011067607139097764 0.00072293607791269949 0.00095302192133040484 0.00088248163352884501 0.00063699199087823206 0.0008892991669092892 0.00071236855953678345 0.00046427209038957875 0.0011150753104509528 0.00091377856474881192 0.00078923001371608928 -2.23163065997046e-05 0.00084101895842224697 0.001138800667955962 0.00095990088898477834 0.0009731229256855319 0.0010261254525458197 0.0010119284148464092 0.00098495097904663549
leaf_weight=84 71 66 74 56 58 60 52 63 196 87 98 222 65 88 60 70 66 52 67 67 316 61 121 60 85
leaf_count=84 71 66 74 56 58 60 52 63 196 87 98 222 65 88 60 70 66 52 67 67 316 61 121 60 85
internal_value=0 0.000460153 0.000588445 0.000215901 0.000926 0.000937465 0.000944996 0.000911674 0.000979301 0.000889135 0.000504071 0.000904259 0.000849351 0.000555464 0.000937492 0.00099842 0.000897569 5.32113e-05 0.000924623 0.00105475 0.000943275 0.00103053 0.00105057 0.0010552 0.000953036
internal_weight=0 505 331 174 1860 1776 1716 871 845 753 257 690 287 186 544 215 329 108 263 301 403 234 173 118 155
internal_count=2365 505 331 174 1860 1776 1716 871 845 753 257 690 287 186 544 215 329 108 263 301 403 234 173 118 155
is_linear=0
shrinkage=0.0032998


Tree=9822
num_leaves=23
num_cat=0
split_feature=1 1 14 0 0 1 151 10 42 48 48 483 0 42 1213 130 13 474 13 13 42 13
split_gain=3.96867 0.448377 0.304288 0.388071 0.440916 0.3476 0.314593 0.19522 0.175581 0.112172 0.103658 0.0913115 0.0824849 0.0701269 0.0768058 0.0650924 0.0518935 0.0653511 0.0578405 0.0431942 0.0205506 0.0308388
threshold=0.10915500000000002 0.13130500000000003 0.062655000000000016 -0.10653 -0.076209999999999986 0.085425000000000015 -0.016164999999999995 -1.0000000180025095e-35 0.077855000000000021 0.014805 0.091150000000000023 -1.0000000180025095e-35 -0.071969999999999992 0.088285000000000016 -0.112105 0.0029050000000000005 0.10637500000000001 0.084145000000000011 0.034905000000000012 -0.076734999999999984 0.089235000000000023 -0.087394999999999987
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 8 3 5 11 -1 -7 -3 9 -2 16 -5 -9 14 -13 -16 17 18 -6 -10 -15 -22
right_child=1 7 -4 4 10 6 -8 12 19 -11 -12 13 -14 20 15 -17 -18 -19 -20 -21 21 -23
leaf_value=0.0007236281726668341 0.00044178574030331142 5.3531676171872406e-05 0.00092479748798835815 0.00085819081586155127 0.00066108884444951118 0.0002787255083264428 0.00060376436399714602 0.00019556643310866275 0.00047454680598081004 0.00025163069887610144 0.00049463506626256965 0.00087789022404608983 0.00037121046150149399 0.000629304507395562 0.00076650425989758793 0.00069006765699303316 0.00054896279759347061 0.00055596388226446377 0.0007846547621401744 0.00061186660811353931 0.00064192489834783903 0.00073422078836532913
leaf_weight=90 83 53 66 82 303 60 72 53 56 59 55 57 68 52 538 172 54 58 52 52 62 168
leaf_count=90 83 53 66 82 303 60 72 53 56 59 55 57 68 52 538 172 54 58 52 52 62 168
internal_value=0 0.000350382 0.000702961 0.000695134 0.000712613 0.000564827 0.000456286 0.00022135 0.000440047 0.000363026 0.00063285 0.000749395 0.000294567 0.000740857 0.000757733 0.000748037 0.000649053 0.000662054 0.000679288 0.00054099 0.000694832 0.000709494
internal_weight=0 424 1941 1875 1653 222 132 174 250 142 522 1131 121 1049 767 710 467 413 355 108 282 230
internal_count=2365 424 1941 1875 1653 222 132 174 250 142 522 1131 121 1049 767 710 467 413 355 108 282 230
is_linear=0
shrinkage=0.0032998


Tree=9823
num_leaves=24
num_cat=0
split_feature=4 3 3 43 13 4 3 4 3 481 13 43 49 49 4 13 160 393 4 474 13 4 3
split_gain=5.46327 1.77131 0.75713 0.564514 0.32293 0.314177 0.458187 0.20972 0.183813 0.117994 0.107519 0.104565 0.0879433 0.0748653 0.0552759 0.0555195 0.0529835 0.0567968 0.0506055 0.04903 0.0248889 0.0220066 0.0148826
threshold=0.30163500000000004 -0.065259999999999999 0.30112000000000005 -0.038674999999999994 -0.083739999999999995 -0.060264999999999992 0.092330000000000009 -0.083354999999999985 0.13772500000000001 -0.074219999999999994 -0.014114999999999997 0.024635000000000004 -0.010699999999999999 0.10406000000000001 0.061375000000000006 -0.09113499999999998 -0.087874999999999995 0.086525000000000005 0.5137400000000002 0.083685000000000023 -0.0018299999999999998 0.012315000000000001 -0.016164999999999995
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=1 4 3 10 7 -5 21 -1 18 -6 -3 14 -11 16 15 -9 -14 -18 22 -17 -12 -7 -2
right_child=8 2 -4 5 9 6 -8 11 -10 12 20 -13 13 -15 -16 19 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0012177098645855813 0.00052173967332676079 0.00073935937389987437 0.00037056500071199448 0.0010344643930604387 0.0010849743163781082 0.00085457110238096204 0.00056072070849980658 0.0011447058936658666 0.00024175696031253157 0.00081821115519587384 0.00051661192983456302 0.00088380967979171505 0.0008691619694496973 0.00083694638949323322 0.00092602792781206909 0.00099686480388748292 0.00096482394189136695 0.00086093383278708433 0.00036868740424288041 0.0010989109543588556 0.00062602882248484753 0.00095242309419892425 0.00044567194658298444
leaf_weight=63 75 74 53 96 57 55 60 60 60 80 52 64 98 82 52 195 688 70 59 83 52 75 62
leaf_count=63 75 74 53 96 57 55 60 60 60 80 52 64 98 82 52 195 688 70 59 83 52 75 62
internal_value=0 0.000913566 0.000745457 0.000788203 0.000968136 0.000879338 0.000800773 0.00103654 0.000402835 0.000935208 0.000641575 0.00101132 0.000926787 0.00093601 0.00103215 0.00104838 0.000945459 0.000955276 0.000451965 0.00102746 0.000571659 0.000911295 0.000487572
internal_weight=0 2109 517 464 1592 286 190 517 256 1075 178 454 1018 938 390 338 856 758 196 278 104 130 137
internal_count=2365 2109 517 464 1592 286 190 517 256 1075 178 454 1018 938 390 338 856 758 196 278 104 130 137
is_linear=0
shrinkage=0.0032998


Tree=9824
num_leaves=27
num_cat=0
split_feature=4 1 4 52 2 43 150 13 4 1 403 4 1 4 4 15 16 2 43 159 2 13 12 3 3 2
split_gain=0.134706 0.114665 0.100344 0.0660545 0.10198 0.090483 0.17975 0.0901137 0.0792361 0.0724885 0.0666595 0.0905671 0.0880832 0.0738438 0.0469757 0.0475931 0.0602297 0.0919554 0.0385829 0.0358659 0.0635195 0.0461454 0.0400033 0.0357791 0.0473515 0.0283787
threshold=0.30163500000000004 0.13210500000000003 0.42953500000000006 0.088555000000000009 0.089735000000000023 -0.016249999999999997 0.088985000000000009 -1.0000000180025095e-35 -0.14994999999999997 0.10797500000000002 -0.093044999999999989 -0.00013999999999999996 1.0000000180025095e-35 -0.053824999999999991 -0.085574999999999984 0.090455000000000021 -0.072729999999999975 0.087525000000000006 -0.072174999999999975 -0.41956999999999994 0.10161500000000002 -0.038394999999999992 0.097940000000000013 -0.080634999999999984 -0.085044999999999996 0.14019000000000004
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=3 2 -2 5 7 8 9 23 -1 10 -7 13 -13 -12 -10 16 17 -16 -18 -6 21 -21 -22 24 -5 -3
right_child=1 25 -4 4 19 6 -8 -9 14 -11 11 12 -14 -15 15 -17 18 -19 -20 20 22 -23 -24 -25 -26 -27
leaf_value=-0.0026670369387399653 -0.0016434512296719884 -0.0069779969848718969 0.0070484639618576686 0.0031708608733402232 0.0086254449671112014 0.011718504471226689 -0.0033809218113660814 -0.0060918011048383116 0.0074214564515056218 0.012480207474149026 0.0054291728310876105 0.0059993269542167171 0.014812304145549213 -0.00084381128700775825 0.011428572781422983 -0.0011981860998143917 0.0035467586539136742 0.0026662083714767606 -0.0011971185944864517 0.0036392443714728853 -0.0026550187869808523 0.0098987914316130254 0.0039081407661267706 0.0042487014861981656 -0.0039068303770370908 -0.0013930650192671564
leaf_weight=54 69 52 82 54 54 59 52 53 99 60 353 82 54 62 68 56 438 69 54 86 52 56 53 88 53 53
leaf_count=54 69 52 82 54 54 59 52 53 99 60 353 82 54 62 68 56 438 69 54 86 52 56 53 88 53 53
internal_value=0 8.78822e-05 0.00306476 0.00418305 0.00258821 0.00474316 0.0061274 5.39845e-05 0.00354839 0.00686804 0.00631308 0.00573101 0.00951181 0.00448767 0.00397879 0.00347861 0.00389784 0.00702853 0.00302244 0.00467025 0.00379828 0.00612045 0.000640704 0.00173359 -0.000318121 -0.00417605
internal_weight=0 256 151 2109 549 1560 722 248 838 670 610 551 136 415 784 685 629 137 492 301 247 142 105 195 107 105
internal_count=2365 256 151 2109 549 1560 722 248 838 670 610 551 136 415 784 685 629 137 492 301 247 142 105 195 107 105
is_linear=0
shrinkage=0.16829


Tree=9825
num_leaves=22
num_cat=0
split_feature=1 13 47 14 39 1 4 0 0 4 0 1 150 4 0 4 133 160 13 50 4
split_gain=5.42089 1.21927 0.929817 0.854749 0.579854 0.547786 0.404998 0.339444 0.406606 0.237692 0.231509 0.202505 0.19994 0.149402 0.148116 0.131156 0.127406 0.0604275 0.0642196 0.0609171 0.00976803
threshold=0.10672000000000002 -0.33260499999999998 0.078345000000000012 0.062655000000000016 0.081875000000000017 0.13210500000000003 0.032965000000000001 -0.070449999999999999 -0.10490499999999998 -0.42305999999999994 -0.060199999999999997 0.092655000000000015 0.083435000000000023 0.45363500000000007 -0.11073999999999999 0.062150000000000004 0.085720000000000018 -0.015149999999999999 -0.08533499999999998 0.10672000000000002 -0.5093899999999999
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 5 4 6 12 7 8 -1 20 -11 -6 13 -3 -8 -4 -16 19 -19 -10 -9
right_child=1 2 15 -5 11 -7 14 9 17 10 -12 -13 -14 -15 16 -17 -18 18 -20 -21 -22
leaf_value=0.00068447004347727339 0.00014234828945886688 0.00075637490925926888 0.00093553131091928074 0.0012386886846067579 0.00077073728077652092 0.00025457761858243514 0.00086587594004417488 0.0008700754035607291 0.00092313963727350123 0.00083170448831531088 0.00058908322099166714 0.00047937261141509378 0.00039414273196927528 0.00052501633960845204 0.00058121991152894467 0.00070879436699491699 0.0007764296684933422 0.0010077188901494172 0.00093467798020366354 0.00081689894806495232 0.00094754044424158576
leaf_weight=76 93 61 52 68 52 95 75 54 287 91 84 54 53 64 72 65 79 193 562 83 60
leaf_count=76 93 61 52 68 52 95 75 54 287 91 84 54 53 64 72 65 79 193 562 83 60
internal_value=0 0.000482367 0.000563358 0.000874265 0.000860645 0.000457583 0.000875327 0.000895187 0.000919803 0.000792769 0.000715448 0.000622639 0.00056573 0.000638201 0.000744234 0.000809867 0.000683583 0.000935669 0.000953396 0.000899402 0.000911156
internal_weight=0 483 390 1890 1822 273 1716 1490 1201 289 175 106 178 125 226 117 151 1125 755 370 114
internal_count=2373 483 390 1890 1822 273 1716 1490 1201 289 175 106 178 125 226 117 151 1125 755 370 114
is_linear=0
shrinkage=0.0032998


Tree=9826
num_leaves=9
num_cat=0
split_feature=41 3 41 15 15 474 376 12
split_gain=0.156457 0.101546 0.0706722 0.0534663 0.0583167 0.0458543 0.0417709 0.0686633
threshold=0.088520000000000015 0.30112000000000005 0.077565000000000009 -0.42075999999999997 -0.22805999999999996 -0.088574999999999987 0.083705000000000016 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.00055502428532341658 0.012184989173421021 -0.0013101102203102533 -0.0016148245509664027 0.0089795347556852409 0.0087777584351042548 0.0016870750384263844 0.0082601878911877716 0.0044740865691492958
leaf_weight=103 67 100 58 80 64 302 69 1530
leaf_count=103 67 100 58 80 64 302 69 1530
internal_value=0 0.00392143 0.0041594 0.00431615 0.00450471 0.00432161 0.00417064 0.00401564
internal_weight=0 2306 2206 2148 2045 1965 1901 1832
internal_count=2373 2306 2206 2148 2045 1965 1901 1832
is_linear=0
shrinkage=0.16829


Tree=9827
num_leaves=27
num_cat=0
split_feature=1 14 16 15 133 133 133 159 1 133 133 2 52 13 403 2 13 16 15 52 403 2 13 1213 403 2
split_gain=0.0512976 0.0782573 0.0603984 0.0587122 0.0667216 0.0747339 0.0727811 0.0664199 0.0581029 0.0482252 0.043587 0.0478259 0.0377011 0.0368862 0.120908 0.038513 0.046043 0.0435828 0.0322617 0.0313616 0.0244922 0.0378019 0.0218961 0.0212784 0.019698 0.0138759
threshold=0.14846500000000004 -1.0000000180025095e-35 -0.010574999999999999 0.03981500000000001 0.086635000000000004 -0.088524999999999979 -0.0061299999999999992 0.092630000000000018 0.081540000000000015 0.087985000000000022 0.093020000000000005 0.10205500000000002 -0.082354999999999984 -0.08533499999999998 -0.0076149999999999994 0.11005500000000001 -0.017484999999999997 -0.078939999999999996 -0.085499999999999979 0.087425000000000017 -0.015054999999999997 0.084735000000000019 -0.084114999999999981 -0.013534999999999998 -0.0076149999999999994 0.088210000000000025
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 2 -1 4 5 18 -7 8 -8 -6 22 -12 -9 14 -5 16 20 19 -3 -18 21 -15 -11 -16 -19 -22
right_child=-2 3 -4 13 9 6 7 12 -10 10 11 -13 -14 15 23 -17 17 24 -20 -21 25 -23 -24 -25 -26 -27
leaf_value=0.012165340723209487 -0.0015539862761296771 0.0035276521334849185 0.0040983738314924502 0.011917329392381829 0.008403980313743906 -0.0031765526787011517 -0.0013136134366612013 0.0025057059047066477 0.0022469500928634163 0.0038244851923725934 0.0081184791193498265 0.0022277094123514109 0.0088541917863189396 -0.0021637090231605696 0.0012567021774557488 -0.00028183180279490972 0.0053464584881751662 0.010494216565642769 0.0087970096528170172 0.00093643648977323642 0.0055574481586645377 0.0036394258141998199 -0.00048805181552877069 0.0057147600079790941 0.006222289228235171 0.0021717581960812213
leaf_weight=52 56 95 55 73 75 92 186 54 426 58 88 72 54 61 69 58 151 52 52 67 80 66 77 56 84 64
leaf_count=52 56 95 55 73 75 92 186 54 426 58 88 72 54 61 69 58 151 52 52 67 80 66 77 56 84 64
internal_value=0 0.00357857 0.00803556 0.00336196 0.00265235 0.00190847 0.00127347 0.00184458 0.00116188 0.00457555 0.00359613 0.00547886 0.00569658 0.00443038 0.00646615 0.00383759 0.00422274 0.00549101 0.00540386 0.00399933 0.00255941 0.000837947 0.00135143 0.00326828 0.00786888 0.00406517
internal_weight=0 2317 107 2210 1329 959 812 720 612 370 295 160 108 881 198 683 625 354 147 218 271 127 135 125 136 144
internal_count=2373 2317 107 2210 1329 959 812 720 612 370 295 160 108 881 198 683 625 354 147 218 271 127 135 125 136 144
is_linear=0
shrinkage=0.16829


Tree=9828
num_leaves=12
num_cat=0
split_feature=41 0 9 13 456 457 0 42 0 1456 13
split_gain=0.104353 0.0677971 0.058021 0.0584189 0.0403272 0.0670783 0.0576364 0.109312 0.0466331 0.0341785 0.0198102
threshold=0.088520000000000015 0.12474500000000001 -0.079919999999999977 -0.40078499999999995 0.077935000000000018 0.069910000000000014 -0.066264999999999991 0.084675000000000014 -0.14151499999999997 -0.063824999999999979 -0.082894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 9 -8 -7 -5 -6
right_child=-2 -3 3 4 10 8 7 -9 -10 -11 -12
leaf_value=0.008420581967815215 0.0094345927421208876 -0.0024205945294369733 -0.001570500607652639 0.001064543641314255 0.0040746737791805118 -0.0049173584589824754 0.0035002101819568564 -0.0025461272924194268 0.0016313758777085114 0.0036923568016825553 0.0083105725524554603
leaf_weight=52 67 71 86 159 86 52 205 144 75 1324 52
leaf_count=52 67 71 86 159 86 52 205 144 75 1324 52
internal_value=0 0.00268543 0.00284844 0.00271489 0.00289149 0.00269387 0.00295341 0.0010003 -0.00103585 0.00341183 0.00568383
internal_weight=0 2306 2235 2183 2097 1959 1832 349 127 1483 138
internal_count=2373 2306 2235 2183 2097 1959 1832 349 127 1483 138
is_linear=0
shrinkage=0.16829


Tree=9829
num_leaves=27
num_cat=0
split_feature=4 3 2 2 0 3 13 4 0 3 4 15 2 12 15 2 12 15 42 42 13 0 2 0 2 15
split_gain=3.43246 1.53784 0.875749 0.446794 0.352611 0.46505 0.295254 0.218037 0.213817 0.208851 0.172067 0.167213 0.146134 0.0952889 0.0879153 0.0816595 0.0765105 0.0754627 0.0609608 0.0590818 0.0584305 0.055974 0.0527212 0.0438239 0.0266392 0.0166265
threshold=0.30163500000000004 -0.063814999999999997 0.10774000000000002 -0.0091949999999999983 -0.081284999999999982 -0.14265999999999998 -0.24588999999999997 0.014585000000000002 -0.099059999999999995 -0.080804999999999974 -0.057539999999999994 -0.092459999999999987 0.13880500000000004 0.08536500000000001 -0.015824999999999995 0.090485000000000024 0.083785000000000012 -0.077134999999999995 0.084675000000000014 0.08648500000000002 -0.04609499999999999 -0.068484999999999976 0.087610000000000007 -0.075969999999999996 0.09142500000000002 0.091475000000000015
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 4 3 -3 5 -1 -4 15 -2 -10 -5 -12 -8 -6 17 16 -7 -15 22 -18 -19 25 -16 -24 -9 -20
right_child=8 2 6 10 13 7 12 24 9 -11 11 -13 -14 14 18 -17 19 20 21 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0011418922980277251 0.00047871527320924575 0.0004310708844005422 0.00023603880214777303 0.00089807234514713524 0.00062422344769054959 0.00098857241126212121 0.00062241932311365923 0.00064740314391531419 0.00044589467329145461 0.00018777236861854959 0.0008099647641498772 0.00061505365852479519 0.00038737599553325471 0.00081043849510831006 0.00090644132362365805 0.00076412627846067949 0.00088949396315303605 0.00072679790237334884 0.00084036999608322848 0.00081946604293609969 0.00057457430610465487 0.00066069928083912989 0.00071588899443542921 0.00084075818764387075 0.00075645900328304974 0.00075902341359744931
leaf_weight=61 102 52 60 79 53 63 68 53 54 95 99 98 52 58 84 87 385 68 57 229 52 54 52 100 62 96
leaf_count=61 102 52 60 79 53 63 68 53 54 95 99 98 52 58 84 87 385 68 57 229 52 54 52 100 62 96
internal_value=0 0.000770162 0.000611549 0.000713204 0.000820063 0.000861651 0.000426116 0.000842163 0.000361817 0.000281556 0.000766232 0.000713183 0.000520861 0.00076201 0.000773713 0.000862536 0.000875131 0.000709978 0.000799242 0.000863433 0.000661128 0.000756114 0.000836922 0.000798272 0.000706505 0.000789559
internal_weight=0 2122 508 328 1614 940 180 879 251 149 276 197 120 674 621 764 677 178 443 614 120 207 236 152 115 153
internal_count=2373 2122 508 328 1614 940 180 879 251 149 276 197 120 674 621 764 677 178 443 614 120 207 236 152 115 153
is_linear=0
shrinkage=0.0032998


Tree=9830
num_leaves=20
num_cat=0
split_feature=4 12 1 12 1 150 0 0 52 15 51 4 150 43 4 15 1 43 16
split_gain=6.67593 1.65384 1.17659 0.36634 0.363682 0.28405 0.270762 0.267551 0.208439 0.190023 0.138396 0.114125 0.0837393 0.0824548 0.0811519 0.0757209 0.0602728 0.0584533 0.0223863
threshold=0.30163500000000004 0.054520000000000006 0.10384000000000002 0.11769500000000001 0.13130500000000003 0.085825000000000012 -0.14216999999999999 -0.15385999999999997 -0.092059999999999989 -0.4666249999999999 0.11144500000000002 0.0036400000000000004 0.081245000000000026 -0.0083249999999999973 -0.0057949999999999989 -0.42759999999999992 0.081005000000000008 -0.010064999999999999 -0.10803999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 9 17 -3 -1 -9 -2 11 12 16 18 -10 -6 -8 -4 -13
right_child=4 3 5 -5 15 -7 10 8 14 -11 -12 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0010011171797841177 0.00056389008085818728 0.0011447220396564352 0.00047239332602662924 0.00069850539191387969 0.00023419785507238142 0.00026651928446301104 0.00092340125101571127 0.0009156388348491762 0.00059401194293940774 0.00031262096667405406 0.00077841521410275448 0.00086648566509234118 0.00083097278817577608 0.0009569093507331613 0.00075878171580094872 6.0538972319660552e-05 0.0009796541488970099 0.00062696539324351701 0.00078023678107163382
leaf_weight=65 52 57 52 88 58 55 779 62 64 92 85 64 89 62 74 53 323 62 110
leaf_count=65 52 57 52 88 58 55 779 62 64 92 85 64 89 62 74 53 323 62 110
internal_value=0 0.000859799 0.000678145 0.000907356 0.000294044 0.000462517 0.000919047 0.000815527 0.000755033 0.000403602 0.000910516 0.00091836 0.000931809 0.000850339 0.000682622 0.000151597 0.000939921 0.000556768 0.000812163
internal_weight=0 2091 434 1657 255 169 1569 265 200 144 1512 1427 1191 236 138 111 1102 114 174
internal_count=2346 2091 434 1657 255 169 1569 265 200 144 1512 1427 1191 236 138 111 1102 114 174
is_linear=0
shrinkage=0.0032998


Tree=9831
num_leaves=20
num_cat=0
split_feature=4 11 52 14 2 3 13 1 2 1 157 4 51 13 4 1213 39 1 2
split_gain=0.158616 0.106002 0.0823191 0.0622516 0.0535734 0.141668 0.0784599 0.0519281 0.0796472 0.0770047 0.0659208 0.0562162 0.0465261 0.0405265 0.0672819 0.0383053 0.0360882 0.0321463 0.0290831
threshold=0.27287000000000006 0.08976000000000002 0.055990000000000005 -0.36617499999999997 0.10188000000000001 -0.10237999999999998 -0.14819499999999997 0.079020000000000021 0.08325500000000001 0.086050000000000015 -0.07686999999999998 0.0049200000000000008 -0.085574999999999984 -0.24588999999999997 -0.03463999999999999 -0.112105 0.084535000000000013 0.104035 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 -6 -1 8 -8 -9 -11 -12 -10 -7 -15 -14 -5 18 -16
right_child=2 -3 -4 16 5 13 7 9 12 10 11 -13 15 14 17 -17 -18 -19 -20
leaf_value=0.010262527392859619 0.002367965573586703 0.011072636114622537 0.0049386433419613051 -0.0059264921285416376 -0.0061920518878307062 -0.0013306776217047486 -0.0032036360838252828 0.0095135194551557098 0.0072447358059771205 -0.0014313266211654996 0.005779675074623237 0.0013157604261183461 -0.0014207362808959631 0.0071979446245217099 6.5720781047553877e-05 0.0031556670372758808 -0.00044004505520842981 -0.0016520627887983252 0.0047025429226501677
leaf_weight=52 58 52 56 102 56 55 58 86 75 55 339 106 55 101 60 765 52 53 110
leaf_count=52 58 52 56 102 56 55 58 86 75 55 339 106 55 101 60 765 52 53 110
internal_value=0 0.00355498 -0.000789858 -0.00231152 0.00336114 0.00169866 0.00381455 0.00359552 0.00282444 0.00484645 0.00404012 0.0047204 0.00321709 0.00286931 0.00358782 0.00284652 -0.00408559 0.00194468 0.00307659
internal_weight=0 2078 268 212 2026 435 1591 1539 953 586 500 445 895 379 324 820 154 223 170
internal_count=2346 2078 268 212 2026 435 1591 1539 953 586 500 445 895 379 324 820 154 223 170
is_linear=0
shrinkage=0.16829


Tree=9832
num_leaves=16
num_cat=0
split_feature=44 0 16 41 3 0 1 0 3 16 0 0 52 50 52
split_gain=0.0845168 0.0751303 0.144446 0.0613472 0.0616169 0.0811939 0.114582 0.0562737 0.0528626 0.106908 0.0433005 0.0469017 0.0405226 0.0398192 0.0382324
threshold=1.0000000180025095e-35 0.10396000000000001 0.15454000000000004 0.089005000000000015 -0.15500999999999998 -0.081049999999999983 0.08956500000000002 -0.14216999999999999 0.12745000000000004 -0.010379999999999999 1.0000000180025095e-35 -0.066044999999999979 -0.093914999999999985 0.10956 -0.081804999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 9 -8 11 14 -13 -9 -7
right_child=-2 2 -4 -5 5 10 8 13 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.0022081442966015497 0.0091995481267914871 -0.0078004916965607358 0.0033760287783201931 0.0082436604914307952 0.0076702785332057677 0.0017634916263047976 -0.00028342773665547219 0.0027960791867453305 0.0028207178943805817 -0.0088332239953962857 0.0075642888926234315 0.0041632668624770625 -0.00018568837476901033 -0.0013575160612904944 0.0053752278549628225
leaf_weight=76 53 58 75 54 63 110 206 750 85 52 86 105 142 71 360
leaf_count=76 53 58 75 54 63 110 206 750 85 52 86 105 142 71 360
internal_value=0 0.00238902 -0.00148443 0.00262836 0.00248352 0.00266006 0.00179638 0.00280985 -0.000810358 -0.00201361 0.00397754 0.00354482 0.00165578 0.00243469 0.00453375
internal_weight=0 2293 133 2160 2106 2030 1227 884 343 258 803 717 247 821 470
internal_count=2346 2293 133 2160 2106 2030 1227 884 343 258 803 717 247 821 470
is_linear=0
shrinkage=0.16829


Tree=9833
num_leaves=10
num_cat=0
split_feature=9 0 13 10 1429 1452 1447 1373 0
split_gain=0.102591 0.0641648 0.162395 0.0936378 0.0430826 0.0445561 0.0540329 0.041559 0.0356319
threshold=0.091600000000000015 0.10396000000000001 0.039845000000000012 -0.074314999999999978 -0.08262499999999999 0.085480000000000014 -0.085024999999999989 0.078175000000000008 -0.016419999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 8 -8
right_child=-2 2 -4 4 5 -7 7 -9 -10
leaf_value=0.0090126220128440761 -0.0052652704201113102 -0.0084047704105818227 0.0036590141902677741 0.0069758285702439873 -0.002001986857604672 0.0058164824221726818 0.0021568026179395166 -0.0023743350038378844 0.0053084861996208219
leaf_weight=61 52 54 76 55 90 92 1703 54 109
leaf_count=61 52 54 76 55 90 92 1703 54 109
internal_value=0 0.00228406 -0.00133828 0.0025025 0.00231282 0.00218671 0.00201507 0.00220978 0.00234738
internal_weight=0 2294 130 2164 2103 2048 1956 1866 1812
internal_count=2346 2294 130 2164 2103 2048 1956 1866 1812
is_linear=0
shrinkage=0.16829


Tree=9834
num_leaves=17
num_cat=0
split_feature=4 2 3 15 13 39 43 4 14 15 3 4 3 483 2 3
split_gain=2.272 0.843118 0.338192 0.187372 0.173347 0.165801 0.157265 0.139135 0.119842 0.105882 0.0879723 0.0786871 0.0914162 0.0721448 0.0696546 0.0628092
threshold=0.30163500000000004 0.10161500000000002 0.14363500000000004 -0.46319999999999995 -0.084854999999999986 0.085345000000000018 -0.081324999999999995 -0.032764999999999996 0.076175000000000007 -0.066974999999999993 -0.0026499999999999996 -0.47860499999999995 0.085315000000000016 0.096190000000000012 0.090225000000000014 -0.081854999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -2 -3 8 -6 15 11 -9 -5 -1 13 14 -13 -8
right_child=3 2 -4 10 6 -7 7 9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00073512372483614267 0.00036180474479674557 0.00066680418265617242 0.00022848639622086557 0.00025831568884304815 0.00035290990165903562 0.00047879193927682689 0.00051280851674006731 0.00050872836493916977 0.00076533699951811273 0.00031398375490925034 9.9537291677718022e-05 0.0006377113950478549 0.00047781811412879997 0.00050725476151804486 0.00057622943133934536 0.00066111024269131064
leaf_weight=64 101 55 61 76 99 91 68 78 66 52 78 1007 54 63 269 64
leaf_count=64 101 55 61 76 99 91 68 78 66 52 78 1007 54 63 269 64
internal_value=0 0.00058119 0.000459018 0.000251014 0.000492737 0.000617275 0.000466119 0.000508762 0.000625526 0.000431102 0.000178124 0.000619169 0.000613816 0.000619275 0.000624778 0.000584979
internal_weight=0 2091 477 255 416 1614 361 262 1523 130 154 1457 1393 1339 1276 132
internal_count=2346 2091 477 255 416 1614 361 262 1523 130 154 1457 1393 1339 1276 132
is_linear=0
shrinkage=0.0032998


Tree=9835
num_leaves=25
num_cat=0
split_feature=4 12 2 12 12 0 41 2 15 4 157 4 4 4 2 0 402 12 4 2 2 157 52 4
split_gain=3.07776 1.33334 0.557702 0.356265 0.309845 0.198707 0.192366 0.167139 0.146112 0.119598 0.103281 0.0959404 0.0900771 0.0847976 0.0663762 0.0567464 0.0554958 0.0509111 0.0493527 0.0454716 0.0400119 0.0276925 0.0255529 0.00647231
threshold=0.30163500000000004 0.077755000000000005 0.10859000000000001 -0.011819999999999999 0.095780000000000018 -0.077639999999999987 0.075585000000000013 0.12454500000000002 -0.42759999999999992 0.5137400000000002 -0.081579999999999986 0.058330000000000007 -0.019794999999999997 0.42098500000000005 0.13459500000000005 -0.07304999999999999 0.11174500000000002 0.083885000000000015 -0.082634999999999986 0.086315000000000017 0.10613000000000002 -0.087424999999999989 0.092175000000000021 -0.053824999999999991
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 2 3 5 6 -1 10 11 9 -2 19 15 -5 -10 -4 22 17 -12 -19 -3 -17 -21 23 -6
right_child=8 4 14 12 7 -7 -8 -9 13 -11 16 -13 -14 -15 -16 20 -18 18 -20 21 -22 -23 -24 -25
leaf_value=0.00044881974879789932 0.000369902920157051 0.00077214217037555098 0.00027099799133794504 0.00065399749156808975 0.00067122557255825147 0.00018906797359485999 0.00081877949150187875 0.00034905377527369148 0.00016204089836944249 0.00016143470519903761 0.0005216335705009944 0.0004085402781070936 0.00049265711424495765 -7.9568140987813988e-06 0.00012011592648350527 0.00046320226862695674 0.00050458682571187725 0.00065504264994291318 0.00059716904358125041 0.00059289705549283266 0.00057289598388319824 0.00070196646457359123 0.00054661337482636921 0.00060670255674746029
leaf_weight=79 52 53 81 80 54 55 52 57 75 73 78 52 77 55 54 80 68 238 638 56 77 61 58 57
leaf_count=79 52 53 81 80 54 55 52 57 75 73 78 52 77 55 54 80 68 238 638 56 77 61 58 57
internal_value=0 0.000551785 0.000386674 0.000468095 0.000593657 0.000342468 0.000620307 0.000517362 0.000167727 0.000248439 0.000611619 0.000542649 0.000575093 8.98478e-05 0.000210906 0.000563932 0.000598825 0.000605505 0.000612933 0.000688331 0.000517225 0.000650063 0.000607114 0.00063841
internal_weight=0 2105 426 291 1679 134 1244 435 255 125 1192 378 157 130 135 326 1022 954 876 170 157 117 169 111
internal_count=2360 2105 426 291 1679 134 1244 435 255 125 1192 378 157 130 135 326 1022 954 876 170 157 117 169 111
is_linear=0
shrinkage=0.0032998


Tree=9836
num_leaves=30
num_cat=0
split_feature=1 3 3 3 1 3 1 1 1 43 43 3 12 12 15 13 12 43 43 15 42 131 1 12 43 12 13 131 15
split_gain=6.58696 1.07581 0.696061 0.490059 0.32337 0.297708 0.242669 0.206467 0.160769 0.123936 0.121485 0.137357 0.133751 0.118949 0.115694 0.124846 0.0923673 0.0714402 0.060301 0.0578784 0.0384155 0.0370042 0.0926108 0.0250217 0.0199733 0.0193115 0.0115622 0.00935769 0.00848124
threshold=0.10538500000000002 -0.052614999999999995 -0.072579999999999992 0.31370500000000007 0.12180500000000001 0.077930000000000013 0.093575000000000019 1.0000000180025095e-35 0.086920000000000011 -0.049364999999999992 0.043850000000000007 -0.1535 0.094045000000000004 -0.082514999999999991 -0.086599999999999996 -0.016289999999999995 0.087765000000000024 -0.019324999999999998 -0.0077799999999999996 -0.063199999999999992 0.095935000000000006 0.090495000000000006 0.087840000000000015 0.086795000000000011 -0.0041999999999999997 0.087435000000000013 -0.068549999999999986 0.10441000000000002 -0.03886499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 5 19 13 7 14 -9 -8 11 -1 17 -3 -4 24 -12 21 25 -2 28 22 -13 -20 -16 -19 -18 -23 -14
right_child=1 3 6 -5 -6 -7 9 8 -10 -11 16 12 20 -15 15 -17 26 18 23 -21 -22 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0011417186396652252 0.00078803340510333721 0.00049602707566189744 0.00095696111454416516 0.00019967793422147093 0.00055252812361221741 0.00064204369825402981 0.0006030481687772963 0.0011436440167644894 0.00088710956708372445 0.00082997927786272448 0.00080489177410054686 0.0010082890924497758 0.0009251293789225908 0.0003069818787055242 0.00091678936042636691 0.0006704105795097738 0.0010212480635064557 0.0011737025624674663 0.0010774489785156135 0.00094614533949790723 0.00084705803418516526 0.0011014150433918425 0.00086520843708962297 0.00099371332999480602 0.00081330295251636885 0.0010789341140323727 0.00094186540278462419 0.0010230097873721209 0.00099135021229955793
leaf_weight=98 59 80 74 76 56 101 52 58 53 57 52 431 71 69 52 58 53 64 86 52 52 57 60 115 52 65 74 58 75
leaf_count=98 59 80 74 76 56 101 52 58 53 57 52 431 71 69 52 58 53 64 86 52 52 57 60 115 52 65 74 58 75
internal_value=0 0.000543068 0.000972089 0.000432489 0.000758716 0.000503123 0.000859487 0.000902559 0.00102147 0.000722042 0.00100845 0.00102041 0.00100989 0.000408719 0.000846481 0.000795797 0.000925972 0.00102674 0.00106755 0.000862421 0.000930065 0.00100447 0.000990876 0.00102972 0.000865385 0.00112622 0.000975271 0.00106218 0.000959388
internal_weight=0 493 1867 326 167 250 456 347 111 109 1411 1232 1134 149 236 162 179 936 330 111 198 606 491 201 104 129 127 115 146
internal_count=2360 493 1867 326 167 250 456 347 111 109 1411 1232 1134 149 236 162 179 936 330 111 198 606 491 201 104 129 127 115 146
is_linear=0
shrinkage=0.0032998


Tree=9837
num_leaves=16
num_cat=0
split_feature=30 474 474 11 124 48 52 15 4 4 158 52 4 124 4
split_gain=0.122935 0.0764535 0.12672 0.0938425 0.0610234 0.0425756 0.0648052 0.0694493 0.0630337 0.0561549 0.0406583 0.0351709 0.0242371 0.023662 0.00675543
threshold=0.086065000000000016 0.023345000000000001 0.085860000000000006 0.093970000000000012 -0.077084999999999987 0.094925000000000023 -0.079324999999999993 -0.097984999999999989 -0.49432999999999994 -0.099704999999999974 -0.044724999999999994 -0.063789999999999986 -0.021399999999999995 -0.087184999999999985 -0.0072499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 13 8 -7 -8 -6 -10 -11 12 -4 -1 -13
right_child=-2 2 11 -5 5 6 7 -9 9 10 -12 14 -14 -15 -16
leaf_value=0.0022757762453818478 -0.0047070951412117815 0.011522421152909754 0.0044583447520478168 -0.0038842334857179051 0.0090479497325271982 0.0062189463509533345 0.002667993028982569 -0.0046120101738505569 -0.00069816165805978536 0 0.0040390433586455074 0.0076060913481536853 -0.00012171972795827681 -0.0025032934103032607 0.0047539835371552697
leaf_weight=52 53 84 61 53 63 54 83 67 81 74 1394 52 69 67 53
leaf_count=52 53 84 61 53 63 54 83 67 81 74 1394 52 69 67 53
internal_value=0 0.00347662 0.0059013 0.00308664 0.0032785 0.00352053 0.00121697 -0.000571765 0.00381094 0.00359678 0.00383498 0.0038844 0.00201357 -0.000399863 0.00618357
internal_weight=0 2307 319 1988 1935 1816 204 150 1612 1549 1468 235 130 119 105
internal_count=2360 2307 319 1988 1935 1816 204 150 1612 1549 1468 235 130 119 105
is_linear=0
shrinkage=0.16829


Tree=9838
num_leaves=27
num_cat=0
split_feature=4 3 3 43 2 3 42 48 2 3 12 3 42 12 4 3 4 43 4 12 42 12 43 3 4 4
split_gain=7.93873 3.5271 1.59957 0.876962 0.418663 0.335525 0.347093 0.190865 0.188073 0.17263 0.146972 0.215883 0.130453 0.110185 0.11007 0.17281 0.0678386 0.0675056 0.063076 0.0594148 0.0498933 0.0490672 0.0355407 0.0335662 0.0284063 0.0231536
threshold=0.30163500000000004 -0.06340999999999998 0.25468500000000005 -0.035884999999999993 0.090000000000000011 0.149315 0.086700000000000013 0.084725000000000009 0.085885000000000017 -0.107915 0.085635000000000003 -0.11327499999999999 0.092475000000000016 0.10207000000000001 -0.071794999999999984 0.091170000000000015 -0.014319999999999998 0.053790000000000011 -0.013024999999999998 0.084055000000000005 0.084175000000000014 0.093995000000000009 -0.011764999999999998 -0.082094999999999987 0.49433000000000005 0.0017200000000000002
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 4 3 7 9 6 24 -3 -5 -1 -6 -12 16 18 -10 -16 17 19 22 -11 -18 -14 -13 -22 -2 -20
right_child=5 2 -4 8 10 -7 -8 -9 14 12 11 13 21 -15 15 -17 20 -19 25 -21 23 -23 -24 -25 -26 -27
leaf_value=0.0012194231542850358 0.0005948925668627943 0.00071323334460286227 0.00020266373822138607 0.0010708923475019191 0.00081147266832000203 0.00011813211482399378 0.00026409334526222064 0.00048869372142480792 0.00098639675992602538 0.0012198991907811092 0.0011550959495432317 0.0010728279868791447 0.0010544432982465221 0.00085620301373379496 0.00090267875547558852 0.00066666825800230543 0.0011053752497325407 0.00099450000341849958 0.00087674751204694465 0.0011090110704742374 0.00094804088234377805 0.0009256314168559018 0.00096296065920340249 0.0010512671730245342 0.00048351979034356134 0.00097157811248369257
leaf_weight=100 56 90 56 64 57 52 91 79 59 69 77 115 63 89 92 56 103 53 52 410 72 86 57 95 56 111
leaf_count=100 56 90 56 64 57 52 91 79 59 69 77 115 63 89 92 56 103 53 52 410 72 86 57 95 56 111
internal_value=0 0.00097229 0.000728776 0.000795655 0.00104734 0.000355577 0.000416227 0.00060848 0.000912251 0.00108641 0.000973674 0.000992057 0.00107239 0.000962366 0.000863033 0.000813616 0.00108945 0.00111212 0.000990465 0.00112506 0.00104464 0.000980332 0.00103662 0.00100697 0.000539521 0.000941542
internal_weight=0 2105 496 440 1609 255 203 169 271 1051 558 501 951 424 207 148 802 532 335 479 270 149 172 167 112 163
internal_count=2360 2105 496 440 1609 255 203 169 271 1051 558 501 951 424 207 148 802 532 335 479 270 149 172 167 112 163
is_linear=0
shrinkage=0.0032998


Tree=9839
num_leaves=25
num_cat=0
split_feature=12 12 15 150 42 12 12 457 49 42 160 39 12 151 1447 402 402 151 15 15 133 12 42 42
split_gain=4.06006 1.14785 0.630406 0.465281 0.427137 0.310637 0.223914 0.213211 0.199202 0.183083 0.138638 0.122954 0.114894 0.0982999 0.0691853 0.0908049 0.0504643 0.043705 0.0330691 0.024986 0.039116 0.0304703 0.0129884 0.0121383
threshold=0.077755000000000005 0.10695000000000002 -0.37478999999999996 0.082295000000000021 -0.025789999999999997 -0.011819999999999999 0.12701500000000002 0.084040000000000017 -0.047749999999999994 -1.0000000180025095e-35 -0.0080249999999999991 0.084155000000000021 0.09202500000000001 -0.016164999999999995 -0.086059999999999984 0.10999000000000002 0.090595000000000023 -0.083559999999999982 -1.0000000180025095e-35 -0.088709999999999983 0.14793500000000004 0.094435000000000005 0.094485000000000013 0.11387000000000001
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 8 11 5 -3 9 -6 -5 13 -4 -7 -1 14 -2 -10 16 17 -16 -12 -14 21 -21 -23 -22
right_child=1 4 3 7 6 10 -8 -9 12 -11 18 -13 19 -15 15 -17 -18 -19 -20 20 23 22 -24 -25
leaf_value=0.00035536557380172977 0.00055122766915396092 0.00071473180383104114 0.00061131755161590703 0.00023025020194723239 0.00052850680184396426 0.00077238305668946212 0.00025115006677802647 0.00047556291482987576 0.0009314921367563632 0.00036384813801151211 0.00052388142845806993 0.00015817453003589085 0.00069275745390965423 0.00074365946721377193 0.00088576711682159697 0.00068130754593799016 0.00092728591208044602 0.00080637096224587829 0.0006458277902642905 0.00084133278634654081 0.00075876609887181516 0.00074174784881285807 0.00081408298892832512 0.00067995817596248269
leaf_weight=66 53 87 53 77 79 77 54 79 64 88 53 74 66 70 97 55 53 663 55 99 53 126 53 66
leaf_count=66 53 87 53 77 79 77 54 79 64 88 53 74 66 70 97 55 53 663 55 99 53 126 53 66
internal_value=0 0.000757644 0.000446813 0.000503503 0.000534392 0.000574599 0.000416161 0.000354705 0.000789976 0.000457118 0.000663947 0.000251388 0.00080132 0.000661028 0.000822873 0.000814824 0.000823813 0.000816551 0.00058631 0.000757859 0.000768593 0.000791256 0.000763362 0.000715354
internal_weight=0 1738 622 482 220 326 133 156 1518 141 185 140 1395 123 932 868 813 760 108 463 397 278 179 119
internal_count=2360 1738 622 482 220 326 133 156 1518 141 185 140 1395 123 932 868 813 760 108 463 397 278 179 119
is_linear=0
shrinkage=0.0032998


Tree=9840
num_leaves=14
num_cat=0
split_feature=1 403 402 403 14 4 39 448 1456 1456 47 15 42
split_gain=0.147818 0.080328 0.167741 0.147943 0.057196 0.0497653 0.0509257 0.0623284 0.0559537 0.0558815 0.0410188 0.0511337 0.00747198
threshold=0.12007000000000002 -0.085834999999999981 0.087360000000000007 -0.14032999999999998 -0.10708499999999999 0.27161500000000005 0.088895000000000016 -0.076874999999999985 -0.15308499999999997 -0.084149999999999989 0.085505000000000012 -0.41606999999999994 0.091010000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -3 6 7 -6 -9 -10 11 -2 -1
right_child=10 4 -4 -5 5 -7 -8 8 9 -11 -12 -13 -14
leaf_value=0.0050139425988222248 0.0015097765216456195 0.0095055652955109617 -0.00049169112996324757 0.014262410186913628 0.010154470758036938 0.00021058849571393867 -0.00051207987932216925 -0.00054940629243739689 0.0098107728275080887 0.004267018463414019 0.0035865120061490483 -0.0043313737200862904 0.0073738503679960489
leaf_weight=102 94 57 66 96 53 91 60 65 54 1418 76 77 71
leaf_count=102 94 57 66 96 53 91 60 65 54 1418 76 77 71
internal_value=0 0.0046845 0.00708508 0.00895074 0.00423623 0.00406268 0.00427404 0.00445578 0.0042581 0.00447161 0.000327847 -0.00110994 0.00599284
internal_weight=0 2133 335 269 1798 1741 1650 1590 1537 1472 247 171 173
internal_count=2380 2133 335 269 1798 1741 1650 1590 1537 1472 247 171 173
is_linear=0
shrinkage=0.16829


Tree=9841
num_leaves=30
num_cat=0
split_feature=12 4 15 52 0 16 4 16 15 4 2 48 43 15 16 130 12 2 15 12 0 15 16 12 1446 12 43 12 1210
split_gain=0.197117 0.0794817 0.0697752 0.13257 0.0757866 0.0677475 0.0665702 0.0637022 0.102154 0.0631265 0.0842246 0.0493488 0.0625692 0.0425495 0.0379614 0.0525817 0.044785 0.0370204 0.0349323 0.0309594 0.0658348 0.0446178 0.0425114 0.0327906 0.0354841 0.0270018 0.0230231 0.0228516 0.0209088
threshold=0.082780000000000006 0.065590000000000009 -0.0087849999999999977 0.0033500000000000005 -0.052239999999999988 -0.45516499999999999 -0.087839999999999988 -0.083104999999999984 -0.08760999999999998 -0.11205499999999999 0.09857500000000001 0.092475000000000016 -0.049364999999999992 -0.092364999999999989 -0.069604999999999986 0.086750000000000008 0.086795000000000011 0.084675000000000014 -0.12640499999999996 0.093670000000000017 -0.073674999999999977 -0.075694999999999985 0.16141000000000003 0.084475000000000008 0.037915000000000011 0.10388500000000002 -0.011764999999999998 0.087615000000000012 -0.059899999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 6 7 -3 -4 11 26 10 -2 12 -1 -7 15 16 17 -11 -14 20 23 -21 25 -16 -25 -23 -9 -18 -29
right_child=1 5 3 -5 -6 13 -8 8 -10 14 -12 -13 18 -15 19 -17 27 -19 -20 21 -22 22 -24 24 -26 -27 -28 28 -30
leaf_value=-0.0012349084031060007 0.01342788133816563 0.0052428709564855836 -0.0014041808004299347 -0.0078119383173044172 -0.0018751092771118281 0.0016689198265826164 0.0061352393050295969 2.2241271129985582e-05 0.010993398871120651 0.0047339550678088052 0.0047474827166997394 -0.0029034996249514508 0.0084424999706562195 -0.0047890963109452527 0.0011616178206732847 0.0090662931206512195 0.00063680767988957008 0.010297934421504434 0.0022433895772913737 0.0067059740311285207 0.010184181254500766 0.00085308145037570852 -0.002156716371908369 0.0038232894723929304 0.0084448046653653359 0.0055950839123658407 0.0050173271487616283 0.0014591042460914601 0.0050457304260573205
leaf_weight=65 56 74 88 64 101 63 53 54 65 71 75 56 53 53 99 102 53 68 52 52 53 81 71 253 59 60 52 57 277
leaf_count=65 56 74 88 64 101 63 53 54 65 71 75 56 53 53 99 102 53 68 52 52 53 81 71 253 59 60 52 57 277
internal_value=0 0.00451334 0.00115244 -0.00145544 0.00222957 0.00125943 0.00141704 0.00327836 0.00573255 0.0049279 0.0084719 0.00141348 0.00284612 -0.00126624 0.00458419 0.00554889 0.00486339 0.00746883 0.00538957 0.00374955 0.00458122 0.002281 0.00118716 0.00385433 0.00470299 0.0028837 0.00248961 0.00392295 0.00443902
internal_weight=0 1677 703 205 498 190 141 397 171 1487 131 226 170 116 1356 628 526 139 105 728 464 264 212 411 312 141 106 387 334
internal_count=2380 1677 703 205 498 190 141 397 171 1487 131 226 170 116 1356 628 526 139 105 728 464 264 212 411 312 141 106 387 334
is_linear=0
shrinkage=0.16829


Tree=9842
num_leaves=22
num_cat=0
split_feature=3 3 49 3 16 3 1213 403 1213 1456 3 0 16 43 3 130 41 3 16 12 0
split_gain=0.178118 0.0938651 0.0582709 0.0652561 0.114611 0.0950505 0.0514066 0.0698918 0.112545 0.0717286 0.0522579 0.0508299 0.0439589 0.043493 0.036463 0.0444246 0.0378104 0.0339872 0.0115163 0.0170669 0.0106363
threshold=-0.026769999999999999 0.32329500000000005 -0.062709999999999974 0.12745000000000004 -0.41574999999999995 0.091170000000000015 0.084950000000000012 -0.085534999999999986 -0.036884999999999994 -0.15308499999999997 -0.085824999999999985 -0.14097999999999997 0.0045450000000000013 -0.024279999999999996 -0.24190499999999995 -0.050984999999999996 0.079395000000000007 -0.18766499999999997 -0.073309999999999986 0.092655000000000015 -0.085834999999999981
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=6 2 11 4 -4 12 7 8 -1 -9 -8 -2 13 -6 -11 -16 17 -17 19 -10 -12
right_child=1 -3 3 -5 5 -7 10 9 18 14 20 -13 -14 -15 15 16 -18 -19 -20 -21 -22
leaf_value=0.012087358247478471 0.0078189709376606641 -0.0056013684726993109 0.0043004636334617744 0.0046045073314189573 -0.0061901345489876452 -0.0080690136766214358 -0.0034122598872806903 -0.0022806618617031505 0.0013108233639177588 0.0080781729928543367 0.0012519161020894789 0.0010922999218073383 0.0030366875883169123 0.00031519131468752201 0.008036716396629345 -0.00048323402127763837 -0.00062881781598468449 0.003851907126550938 0.006371789239834536 0.0054484362744690474 0.0046541611303635346
leaf_weight=76 61 65 90 77 52 68 53 56 61 56 52 68 60 65 63 53 61 1080 52 55 56
leaf_count=76 61 65 90 77 52 68 53 56 61 56 52 68 60 65 63 53 61 1080 52 55 56
internal_value=0 0.000436362 0.0011651 0.000183238 -0.000827631 -0.00271875 0.0037817 0.00406823 0.00670076 0.00359771 0.000899894 0.00428706 -0.000653136 -0.00256071 0.0038498 0.00365999 0.00342755 0.00364753 0.00425328 0.00328811 0.00303268
internal_weight=0 606 541 412 335 245 1774 1613 244 1369 161 129 177 117 1313 1257 1194 1133 168 116 108
internal_count=2380 606 541 412 335 245 1774 1613 244 1369 161 129 177 117 1313 1257 1194 1133 168 116 108
is_linear=0
shrinkage=0.16829


Tree=9843
num_leaves=22
num_cat=0
split_feature=1 1 12 39 4 4 13 39 158 1456 49 11 1 159 13 43 40 42 12 1 13
split_gain=4.42837 0.834368 0.600676 0.479811 0.247071 0.198039 0.148286 0.171918 0.137584 0.137269 0.111846 0.117169 0.0981648 0.0852154 0.0841697 0.165769 0.0662116 0.0591735 0.0560055 0.0548155 0.0511989
threshold=0.10574000000000001 0.12337000000000002 0.023990000000000004 0.081875000000000017 0.043850000000000007 0.053255000000000004 -0.099939999999999987 0.087735000000000021 1.0000000180025095e-35 0.056145000000000007 -0.014869999999999998 1.0000000180025095e-35 0.085720000000000005 0.083310000000000009 0.102565 -0.11741999999999998 -0.081029999999999977 0.088200000000000014 0.084055000000000005 0.11039500000000001 -0.0034149999999999996
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 13 4 9 -4 -3 -8 17 10 12 14 -1 19 15 -12 -5 20 -11 -2 -6
right_child=1 6 5 16 8 -7 7 -9 -10 18 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00067761338865028956 0.00027855169886113382 5.101713987834021e-05 0.00074177819317595474 0.00054164899871842289 0.00040553272662942162 0.0004706633927560625 0.00036637645347663923 0.000128129838477786 0.00071420659960758006 0.00088033248731755811 0.00087719408530754378 0.00080614546381500862 0.00049320855803770239 0.00020103228135210052 0.00058790875564234931 0.00068360869579691796 0.00037821291252029734 0.00061767536941922995 0.00074018220223150198 0.00042634174472563029 0.00055219604244906035
leaf_weight=69 52 81 63 54 54 57 58 78 59 54 52 97 62 56 95 1016 59 54 91 63 56
leaf_count=69 52 81 63 54 54 57 58 78 59 54 52 97 62 56 95 1016 59 54 91 63 56
internal_value=0 0.000318474 0.00043403 0.000666011 0.000679442 0.000613292 0.000163349 0.000229994 0.000575875 0.000694455 0.000684197 0.0006939 0.000590607 0.000308026 0.000684508 0.000693067 0.000456627 0.000525894 0.000792619 0.000359821 0.000480518
internal_weight=0 508 291 1872 1759 120 217 136 223 1536 1391 1260 131 171 1163 1068 113 164 145 115 110
internal_count=2380 508 291 1872 1759 120 217 136 223 1536 1391 1260 131 171 1163 1068 113 164 145 115 110
is_linear=0
shrinkage=0.0032998


Tree=9844
num_leaves=29
num_cat=0
split_feature=12 1 40 39 12 48 16 16 1 42 403 1213 42 0 48 42 16 42 1 160 1 1 16 0 42 12 1213 0
split_gain=0.11149 0.0527137 0.0492341 0.0706814 0.0608738 0.0538942 0.101479 0.137193 0.0789709 0.0465117 0.0838056 0.15448 0.0452076 0.0480316 0.0380063 0.037481 0.0360312 0.0339229 0.0352376 0.0268192 0.0217346 0.0320834 0.0287715 0.0230382 0.0255972 0.0369743 0.0126243 0.00985611
threshold=0.082780000000000006 0.12220000000000002 -0.064864999999999992 0.094095000000000026 -0.085719999999999977 0.085265000000000021 -0.116045 -0.027864999999999997 0.092810000000000017 0.086125000000000021 -0.087914999999999979 -0.036884999999999994 0.084715000000000013 0.024745000000000003 0.085835000000000009 0.087905000000000025 -0.088734999999999994 -0.13662499999999997 0.089875000000000024 -0.014124999999999999 0.078340000000000007 0.09036000000000001 -0.018199999999999997 -0.087344999999999992 0.090485000000000024 0.10254500000000001 0.041405000000000004 -0.14582499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 5 14 6 27 -8 -9 10 11 -2 13 17 -1 19 -7 -12 -19 -11 23 -22 -23 -17 -25 -26 -13 -4
right_child=1 -3 3 -5 -6 16 7 8 -10 15 12 26 -14 -15 -16 20 -18 18 -20 -21 21 22 -24 24 25 -27 -28 -29
leaf_value=-0.00186261977686427 0.015518214512259782 -0.0014239850903334029 0.0023767917640278211 -0.0047232002360302044 0.0072347000188873805 0.00030219965638312793 -0.009845968705973077 0.0035741386745199448 -0.0041510550397962313 -0.0021618031935778407 0.0062228641527342183 0.0063292282639741144 0.0073880110158621509 0.0070818464612134747 0.0042275529319113006 0.0067181722928774355 0.0059766241557164526 0.0027840885629686007 -0.0014131462402976582 0.0029037417092575642 -0.001438302180548168 0.0012387305796760339 0.0055653657168804362 0.00043782042153736817 0.0056348415004633494 0.0007626914840718255 0.0028948401654123935 0.0057380494598229647
leaf_weight=61 53 56 52 70 73 52 52 85 67 67 69 65 88 83 55 79 84 415 65 53 56 100 79 64 161 62 62 52
leaf_count=61 53 56 52 70 73 52 52 85 67 67 69 65 88 83 55 79 84 415 65 53 56 100 79 64 161 62 62 52
internal_value=0 0.00362906 0.00110016 0.000242385 0.00342343 0.00102929 -0.000197222 -0.00238387 0.000157135 0.00380473 0.00461465 0.00787188 0.00379785 0.00329511 0.00100947 0.00279125 0.0038202 0.00271934 0.00221197 6.05076e-05 0.0033335 0.00205529 0.00315829 0.0041493 0.00343592 0.00428831 0.00466674 0.0040747
internal_weight=0 1677 703 514 189 444 308 204 152 1621 900 180 720 632 116 721 136 549 480 120 601 235 179 366 287 223 127 104
internal_count=2380 1677 703 514 189 444 308 204 152 1621 900 180 720 632 116 721 136 549 480 120 601 235 179 366 287 223 127 104
is_linear=0
shrinkage=0.16829


Tree=9845
num_leaves=21
num_cat=0
split_feature=1 1 12 11 12 123 16 3 12 1375 52 16 3 1 3 42 42 42 16 40
split_gain=3.69382 0.674735 0.394473 0.229715 0.183859 0.155801 0.147873 0.0964428 0.112459 0.088897 0.0768285 0.0618866 0.1105 0.0579786 0.0584617 0.0449815 0.043353 0.0367987 0.0412058 0.032269
threshold=0.10538500000000002 0.13662500000000002 0.087245000000000003 1.0000000180025095e-35 0.08708500000000001 1.0000000180025095e-35 -0.38959499999999997 -0.11756999999999999 0.094045000000000004 -0.085004999999999983 -0.068499999999999991 -0.095229999999999995 -0.081814999999999985 0.11695500000000002 0.0025650000000000004 0.11457500000000002 -0.090824999999999989 0.095165000000000013 0.15050500000000003 -0.0086349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 -5 7 -3 -1 9 -9 -4 12 -11 14 -2 17 -13 18 -10 -15
right_child=1 6 10 4 -6 -7 -8 8 15 11 -12 16 -14 19 -16 -17 -18 -19 -20 -21
leaf_value=0.00048746063813264031 0.00026183869466849435 -4.3250028496883111e-05 0.00061072107252643955 0.00089934631712450936 0.00063760249932325117 0.00045893824009781548 0.00018688042064180689 0.0005036506772688234 0.00059018500695338092 0.00045236415625000379 0.00044308644050254588 0.00058974471915450321 0.00063732203114771489 0.00028441021868272711 0.00040275049199058917 0.00049983602229826407 0.00066041895912795009 0.00064614959465053253 0.000479356476644566 0.00016556478862296035
leaf_weight=66 68 56 53 55 66 76 66 56 169 52 75 118 121 52 65 85 856 94 52 52
leaf_count=66 68 56 53 55 66 76 66 56 169 52 75 118 121 52 65 85 856 94 52 52
internal_value=0 0.000293779 0.000364817 0.000616647 0.000756868 0.000606904 8.0958e-05 0.000613621 0.000618793 0.00063499 0.000512773 0.000641371 0.000581931 0.00028476 0.00033097 0.000569994 0.000651893 0.000588814 0.000564267 0.000225326
internal_weight=0 487 365 1866 121 1745 122 1669 1603 1203 128 1147 173 237 133 400 974 315 221 104
internal_count=2353 487 365 1866 121 1745 122 1669 1603 1203 128 1147 173 237 133 400 974 315 221 104
is_linear=0
shrinkage=0.0032998


Tree=9846
num_leaves=28
num_cat=0
split_feature=1 52 1 50 12 1 12 16 12 147 472 49 15 402 403 159 12 403 403 15 49 15 403 43 12 12 16
split_gain=1.72151 0.274126 0.264175 0.113064 0.113513 0.121359 0.208874 0.120622 0.0976874 0.130914 0.119753 0.0979738 0.156052 0.0537093 0.0655961 0.063343 0.052691 0.0453994 0.0430707 0.042349 0.0474898 0.0344672 0.0306847 0.0177766 0.0155841 0.0041058 0.00403572
threshold=0.10538500000000002 -0.23742499999999997 0.14262000000000002 0.10406000000000001 -0.088294999999999985 0.13210500000000003 0.088105000000000003 -0.085219999999999976 0.092900000000000024 0.08598500000000002 -0.043664999999999989 -0.014169999999999999 -0.090364999999999987 0.012085000000000002 -0.089364999999999986 0.065430000000000016 0.11769500000000001 -0.14367499999999997 -0.025969999999999997 -0.033689999999999991 0.10290500000000001 0.091305000000000011 -0.036909999999999991 -0.087574999999999986 0.099340000000000012 0.097145000000000023 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 -3 6 7 -6 9 10 -1 12 -12 14 17 -16 19 -13 -15 20 24 26 -23 -14 -10 -24 -21
right_child=1 2 -4 -5 5 -7 -8 -9 16 -11 11 13 23 18 15 -17 -18 -19 -20 21 -22 22 25 -25 -26 -27 -28
leaf_value=0.00062502907696628169 0.00043407949742647742 0.00033401201996629594 1.7519663819365324e-05 0.00038033750262882622 0.00023410717475455138 4.4925531480653379e-05 0.00037747480718888072 1.9354080243190908e-05 0.00029411539277472432 0.00030168154117639118 0.00025117359742747131 0.00045007380680462208 0.00050485052945985264 0.00059007156798830424 0.00049234209415260119 0.00040890801076311716 0.00031467204793813095 0.00031856627630498573 0.00048163467329016726 0.00052338708304137656 0.00046122217695524512 0.000362859191400589 0.00042897705628479289 0.00041905001252576685 0.00037955195277021841 0.00047938757359810663 0.00046906278576507227
leaf_weight=55 63 66 72 52 64 57 61 52 53 52 58 72 59 81 642 124 57 52 92 54 53 71 64 64 53 57 53
leaf_count=55 63 66 72 52 64 57 61 52 53 52 58 72 59 81 642 124 57 52 92 54 53 71 64 64 53 57 53
internal_value=0 0.0002305 0.000200168 0.000237427 0.000212539 0.000178127 0.000220823 0.000138142 0.000450977 0.000465918 0.000472465 0.000465692 0.000393613 0.000477932 0.000467264 0.000478882 0.000411715 0.00039521 0.000532609 0.000423715 0.00037874 0.000447514 0.00041986 0.000460493 0.000337166 0.000453015 0.000496808
internal_weight=0 487 424 352 300 234 177 116 1866 1351 1299 1244 181 1063 890 766 515 124 173 458 159 299 192 123 106 121 107
internal_count=2353 487 424 352 300 234 177 116 1866 1351 1299 1244 181 1063 890 766 515 124 173 458 159 299 192 123 106 121 107
is_linear=0
shrinkage=0.0032998


Tree=9847
num_leaves=23
num_cat=0
split_feature=4 3 10 3 43 14 4 4 48 14 16 1446 49 159 4 4 16 16 43 16 43 475
split_gain=4.29456 1.30656 0.563512 0.51605 0.338141 0.290033 0.216565 0.132898 0.125376 0.107898 0.230643 0.10185 0.097828 0.0883381 0.0746513 0.11872 0.0717652 0.0516342 0.0506542 0.0506141 0.0482837 0.0291285
threshold=0.30163500000000004 -0.065974999999999992 -1.0000000180025095e-35 0.11745500000000002 -0.035884999999999993 0.076175000000000007 0.62207000000000001 0.032965000000000001 0.084485000000000018 -0.45687499999999998 -0.4582 0.083715000000000026 -0.061834999999999994 -0.032739999999999991 -0.14538499999999996 -0.00013999999999999996 -0.27523999999999998 0.41593000000000008 0.0066850000000000008 -0.082084999999999991 0.10183500000000002 -0.085684999999999997
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 5 -3 4 8 7 9 11 -4 -2 -11 12 -1 -13 -6 -16 -9 -18 21 -17 -20 -14
right_child=6 2 3 -5 14 -7 -8 16 -10 10 -12 13 18 -15 15 19 17 -19 20 -21 -22 -23
leaf_value=0.00061059267565758855 0.0003979463904681662 0.00023068042213936056 0.0005879440522084515 0.00034647445738344854 0.00080212433324306279 0.00097523301881003105 3.2812375478336401e-05 0.00073676220119011716 0.00038602732401711549 0.00033679188604556078 6.4044267044852904e-05 0.00090721451588241311 0.00081541825990026227 0.00072894002535117187 0.00054713957211766919 0.00066404625596009573 0.00053517354873111904 0.00067215219110404033 0.00063239321922685507 0.00080250507741377994 0.00074304233916763361 0.00073778212193464053
leaf_weight=80 55 57 77 86 64 52 52 60 62 82 58 69 66 60 62 70 74 57 106 57 84 863
leaf_count=80 55 57 77 86 64 52 52 60 62 82 58 69 66 60 62 70 74 57 106 57 84 863
internal_value=0 0.000682933 0.000541836 0.000578867 0.000629761 0.000730961 0.000222795 0.000722576 0.000498134 0.000273277 0.000224048 0.000734462 0.000724738 0.000824569 0.000701938 0.000667826 0.000639747 0.000595044 0.000732867 0.000726467 0.000681497 0.000743336
internal_weight=0 2106 535 478 392 1571 247 1519 139 195 140 1328 1199 129 253 189 191 131 1119 127 190 929
internal_count=2353 2106 535 478 392 1571 247 1519 139 195 140 1328 1199 129 253 189 191 131 1119 127 190 929
is_linear=0
shrinkage=0.0032998


Tree=9848
num_leaves=19
num_cat=0
split_feature=2 15 16 14 12 11 16 16 12 402 1213 1375 4 4 15 4 2 12
split_gain=0.17954 0.099317 0.0751196 0.071344 0.0457089 0.111818 0.0595162 0.103864 0.0529157 0.0592372 0.0561238 0.0418551 0.0295455 0.0272275 0.0413836 0.0251006 0.0163886 0.0063106
threshold=0.17000000000000001 -0.40312499999999996 0.62720500000000012 -0.45687499999999998 0.092900000000000024 1.0000000180025095e-35 0.21684500000000004 0.41484500000000007 0.087470000000000006 0.085345000000000018 -0.090954999999999994 -0.085004999999999983 -0.049744999999999991 -0.010189999999999999 0.091305000000000011 -0.069874999999999979 0.10097500000000002 0.10070000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 8 13 -8 10 12 -3 -12 -10 14 17 -16 -15 -6
right_child=-2 2 -4 -5 6 -7 7 -9 9 -11 11 -13 -14 16 15 -17 -18 -19
leaf_value=0.0042742192075023366 -0.0064872889141525851 -0.0023179462583039967 0.010012451226097063 -0.0033259142538851851 0.0082877072135491055 0.010176179857281033 -0.0055821726463259847 0.003855727016203926 0.0030976892751446881 0.0097171053189845195 -0.0011686729297763466 0.0036392223978682246 0.0059655508509732979 -0.00035993921922012506 0.0011636612885804845 0.0050167067546742607 0.0033530247912934778 0.0054899779247557044
leaf_weight=54 52 52 54 99 52 82 65 67 224 71 54 846 193 75 119 82 60 52
leaf_count=54 52 52 54 99 52 82 65 67 224 71 54 846 193 75 119 82 60 52
internal_value=0 0.00350087 0.00379607 -0.000631772 0.0036349 0.00411848 0.00234502 -0.000778113 0.00377228 0.00520234 0.00303734 0.00334875 0.00442933 0.00328605 0.00416943 0.00274449 0.00127696 0.00690612
internal_weight=0 2301 2148 153 2094 1522 572 132 1440 488 952 900 417 440 305 201 135 104
internal_count=2353 2301 2148 153 2094 1522 572 132 1440 488 952 900 417 440 305 201 135 104
is_linear=0
shrinkage=0.16829


Tree=9849
num_leaves=27
num_cat=0
split_feature=1 1 12 12 12 11 16 1 16 123 1 12 13 13 16 16 16 43 12 1 130 1 16 16 39 43
split_gain=4.39482 0.555964 0.553153 0.348203 0.189558 0.268407 0.167288 0.144841 0.127232 0.108679 0.160453 0.0972945 0.081449 0.0805399 0.0724834 0.0741074 0.054597 0.0534333 0.0436365 0.0327903 0.033528 0.027122 0.0290464 0.0256041 0.0235022 0.0161346
threshold=0.10538500000000002 0.13662500000000002 0.087245000000000003 0.054520000000000006 0.092900000000000024 1.0000000180025095e-35 -0.38959499999999997 0.086255000000000012 -0.061394999999999998 1.0000000180025095e-35 0.094335000000000016 0.11844 -0.091769999999999977 0.056640000000000003 0.0055300000000000011 -0.14483499999999996 0.19578000000000004 -0.0044449999999999993 0.087355000000000002 0.090670000000000014 -0.046744999999999995 0.091615000000000016 -0.072729999999999975 -0.0068949999999999992 0.085155000000000022 -0.099699999999999983
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=3 2 14 7 5 12 -3 17 -4 10 -9 13 18 16 15 24 21 -1 -5 20 -14 22 -6 -15 -2 -22
right_child=1 6 8 4 11 -7 -8 9 -10 -11 -12 -13 19 23 -16 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 -27
leaf_value=0.00072956575747811837 0.0002602742155752888 -5.326805930561641e-06 0.00043380736395979598 0.00055628541650566481 0.00071599563452918969 0.00091349903940907129 0.00023927847412851601 0.00042939703098091476 0.00064800471768471264 0.00037657509981236034 0.00069029883133662681 0.0005038748146256127 0.0006345172576485592 0.00068410857138482737 0.00039115622662099441 0.00017413851691585249 0.00054621104473988032 0.00059116897860685233 0.00068786646912905416 0.00063270352482625654 0.00077680741269554225 0.00059729603140108733 0.00062735834322575604 0.00079032050775199524 0.00036317362517634499 0.00072017223115246765
leaf_weight=55 52 56 53 62 99 72 66 52 75 54 53 54 53 67 59 73 74 81 58 57 79 82 87 52 53 675
leaf_count=55 52 56 53 62 99 72 66 52 75 54 53 54 53 67 59 73 74 81 58 57 79 82 87 52 53 675
internal_value=0 0.00031999 0.000384496 0.00067215 0.000691786 0.000717374 0.000126712 0.000567462 0.000559589 0.000498868 0.000561426 0.000639251 0.000702987 0.000655032 0.000289783 0.000255983 0.000628559 0.000647397 0.000620177 0.000714448 0.000720178 0.000651166 0.000674726 0.000730817 0.000312549 0.000726153
internal_weight=0 487 365 1866 1571 1056 122 295 128 159 105 515 984 461 237 178 342 136 120 864 807 268 186 119 105 754
internal_count=2353 487 365 1866 1571 1056 122 295 128 159 105 515 984 461 237 178 342 136 120 864 807 268 186 119 105 754
is_linear=0
shrinkage=0.0032998


Tree=9850
num_leaves=25
num_cat=0
split_feature=1 1 2 2 39 2 14 51 133 0 2 2 133 0 50 42 49 0 480 484 13 13 1 0
split_gain=3.31031 0.551028 0.428225 0.275737 0.256581 0.279104 0.179139 0.165853 0.133435 0.103961 0.099049 0.0850258 0.0722136 0.0717932 0.116719 0.0977854 0.0623899 0.0504791 0.0465041 0.0506962 0.0420884 0.018629 0.0022847 0.00224092
threshold=0.10915500000000002 0.13630500000000004 0.09580000000000001 -1.0000000180025095e-35 0.086000000000000007 0.10912000000000001 0.062655000000000016 -0.0010099999999999998 0.026115000000000003 -0.10891999999999999 0.13880500000000004 0.11366500000000002 0.091745000000000007 -0.076539999999999983 0.089465000000000017 0.085495000000000015 -0.0055299999999999993 -0.14803999999999998 0.086995000000000017 -0.012019999999999998 -0.06401999999999998 0.010320000000000001 0.085605000000000014 -0.13972999999999997
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 4 3 -1 5 -2 9 11 16 17 -3 22 -10 18 15 -15 -9 -5 19 -11 -18 -22 -4 -7
right_child=1 10 7 6 -6 23 -8 8 12 13 -12 -13 -14 14 -16 -17 20 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00050611843484733258 0.00064909837607223984 0.00028196022673285758 0.00071542148987978576 0.00068693732687589689 0.00029282754466927784 0.00037084982896724595 0.00091413446704217418 0.00040918571490766698 0.00074095816839801396 0.00080286839573163874 0.00010102060503561715 0.00058968216589983143 0.000582763501386686 0.00069508221244531196 0.00077171059103308542 0.00049350302542426031 0.00045988216805077365 0.00053594775182213064 0.00065302426027710097 0.00073038765874815649 0.00062147594415628302 0.00053020372828352358 0.0007687246412984316 0.000415400743412573
leaf_weight=69 85 60 52 52 90 53 52 54 52 135 75 66 92 53 65 56 52 52 78 777 60 57 57 52
leaf_count=69 85 60 52 52 90 53 52 54 52 135 75 66 92 53 65 56 52 52 78 777 60 57 57 52
internal_value=0 0.000355311 0.000680349 0.000711185 0.000438891 0.000507893 0.000721877 0.000601262 0.000560873 0.000713965 0.000181699 0.000685764 0.000640134 0.000723065 0.000659237 0.000591842 0.000509533 0.000611781 0.000734247 0.000741155 0.000541388 0.000577311 0.000743619 0.000393249
internal_weight=0 415 1931 1389 280 190 1320 542 367 1268 135 175 144 1164 174 109 223 104 990 912 169 117 109 105
internal_count=2346 415 1931 1389 280 190 1320 542 367 1268 135 175 144 1164 174 109 223 104 990 912 169 117 109 105
is_linear=0
shrinkage=0.0032998


Tree=9851
num_leaves=27
num_cat=0
split_feature=1 49 15 16 1456 49 15 15 16 15 4 51 123 16 42 16 13 15 1 16 13 2 50 13 16 474
split_gain=0.0977829 0.160299 0.0786269 0.0724021 0.0681058 0.0695735 0.0744116 0.128253 0.128698 0.107649 0.14333 0.0594997 0.0587362 0.0405734 0.0515926 0.0382173 0.0335475 0.0475353 0.0468653 0.0581807 0.0580375 0.0295975 0.0254628 0.0243096 0.0219424 0.0175472
threshold=0.10915500000000002 -0.078459999999999988 -0.090909999999999977 -0.49181999999999998 -0.15824499999999997 -0.089819999999999983 0.084425000000000014 -0.008094999999999998 0.11021500000000002 0.082725000000000007 -0.079554999999999987 -0.0044849999999999985 0.087590000000000015 0.037060000000000003 0.090115000000000015 -0.015159999999999998 -0.085719999999999977 0.089150000000000021 0.07635500000000002 -0.012324999999999997 -0.050754999999999995 0.10428500000000002 0.090210000000000012 -0.086219999999999977 -0.084089999999999984 0.086630000000000013
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=4 -2 3 -3 -1 -6 7 11 9 10 -9 23 -5 14 -13 -4 17 -8 19 24 -20 -10 -22 -7 -18 -25
right_child=1 2 15 12 5 6 16 8 21 -11 -12 13 -14 -15 -16 -17 18 -19 20 -21 22 -23 -24 25 -26 -27
leaf_value=0.0096194974800015067 -0.007339542677812675 0.0053594654524072236 0.0088361782161069432 -0.0036641801750320179 0.0085585196869738343 0.009242895565078655 0.010464265866197413 -0.011467504540861437 0.007538546247085256 0.0030025143143748855 -0.00011564898477569468 0.0043607192919547146 0.0032641694961660721 -0.0012924764184667036 -0.00032108166103612235 0.0032422030042165346 0.0023846053622581373 0.0041383367464158114 0.0032175966728297382 -0.00094374488452372157 0.011962604222546575 0.001831111191314398 0.0067215162436131456 0.0043367539078344392 0.0054699572883781748 0.0077736025792593819
leaf_weight=65 52 65 63 103 93 55 74 60 52 63 67 359 52 56 81 80 99 64 78 68 53 53 57 168 207 59
leaf_count=65 52 65 63 103 93 55 74 60 52 63 67 359 52 56 81 80 99 64 78 68 53 53 57 168 207 59
internal_value=0 0.00139009 0.00264557 0.000639507 0.00424432 0.00405612 0.00381894 0.00293448 -4.74369e-05 -0.00266653 -0.00549288 0.00406746 -0.00132824 0.00295064 0.00349476 0.00571925 0.00517213 0.00754352 0.00458664 0.00348712 0.00676442 0.00467476 0.0092631 0.00602542 0.00447763 0.00523795
internal_weight=0 415 363 220 1931 1866 1773 1073 295 190 127 778 155 496 440 143 700 138 562 374 188 105 110 282 306 227
internal_count=2346 415 363 220 1931 1866 1773 1073 295 190 127 778 155 496 440 143 700 138 562 374 188 105 110 282 306 227
is_linear=0
shrinkage=0.16829


Tree=9852
num_leaves=12
num_cat=0
split_feature=9 147 9 1456 15 16 1429 49 49 403 403
split_gain=0.077129 0.0934843 0.0620952 0.049553 0.0408391 0.0560801 0.0423071 0.0418184 0.0434491 0.03053 0.0354802
threshold=0.08925000000000001 0.093615000000000018 -1.0000000180025095e-35 -0.15824499999999997 0.084495000000000015 0.064610000000000015 -0.066319999999999976 0.15481000000000003 -0.072214999999999988 0.23343000000000003 -0.083444999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 9 -5 8 -8 10 -6
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0015577818390452739 -0.003279618286747579 0.010258366293864606 0.0078185506307728338 0.0066130635443100256 0.0032153782772137976 -0.0011639524467917748 0.0046601684910621008 0.0069048691456230597 0.0017477797446058103 0.00088224104304444255 0.005877409092241606
leaf_weight=78 52 53 66 70 229 52 169 55 1072 60 390
leaf_count=78 52 53 66 70 229 52 169 55 1072 60 390
internal_value=0 0.00325797 0.00309161 0.0032601 0.00311577 0.00413504 0.002569 0.00234919 0.00214584 0.0045435 0.00489549
internal_weight=0 2294 2241 2163 2097 731 1366 1296 1241 679 619
internal_count=2346 2294 2241 2163 2097 731 1366 1296 1241 679 619
is_linear=0
shrinkage=0.16829


Tree=9853
num_leaves=22
num_cat=0
split_feature=4 2 12 3 0 2 12 2 13 4 2 0 483 16 4 0 15 43 4 47 43
split_gain=4.15169 1.36176 0.987894 0.442924 0.34099 0.246593 0.218256 0.159618 0.117256 0.111341 0.165799 0.128948 0.0833344 0.0421712 0.0457772 0.0610328 0.0410404 0.0498858 0.0292553 0.0226607 0.00374615
threshold=0.30163500000000004 0.12358500000000001 -0.011819999999999999 0.11191000000000002 -0.076539999999999983 0.13775000000000001 0.090255000000000016 0.14578500000000003 -0.061199999999999991 -0.088499999999999981 0.093365000000000017 -0.079379999999999992 -0.040619999999999996 0.052555000000000011 -0.0097949999999999982 -0.083489999999999995 -0.045404999999999994 -0.033174999999999989 0.50373500000000015 0.085270000000000026 -0.078059999999999977
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 2 4 6 -1 8 9 -3 -2 11 12 -4 -11 14 15 -8 20 -18 -10 -16 -15
right_child=5 7 3 -5 -6 -7 13 -9 18 10 -12 -13 -14 16 19 -17 17 -19 -20 -21 -22
leaf_value=0.00056393949689140612 0.00019938385205334492 0.00045530856177031324 0.00098289643819048111 0.00042482859468515011 0.00024160868284170398 6.7914965476337252e-05 0.00083001731571986188 0.00021830131714402145 0.00031196751579592525 0.00087725174721776922 0.00059709584870088362 0.00077034712206647488 0.00075125727768487094 0.00072409877942061307 0.00062525566802679069 0.00070608871322337327 0.00053208501159310458 0.00067561295566498706 0.00042653874259935989 0.00071646627289814399 0.00066666310739557156
leaf_weight=98 79 67 52 54 57 72 55 59 53 66 75 86 732 52 109 305 60 54 52 52 57
leaf_count=98 79 67 52 54 57 72 55 59 53 66 75 86 732 52 109 305 60 54 52 52 57
internal_value=0 0.000677705 0.000699056 0.000720751 0.000445632 0.00023227 0.000729836 0.000344609 0.000296392 0.000761724 0.000747619 0.000850693 0.000761722 0.000686458 0.000703499 0.00072512 0.000646488 0.000600381 0.000369043 0.000654934 0.000694387
internal_weight=0 2090 1964 1809 155 256 1755 126 184 1011 873 138 798 744 521 360 223 114 105 161 109
internal_count=2346 2090 1964 1809 155 256 1755 126 184 1011 873 138 798 744 521 360 223 114 105 161 109
is_linear=0
shrinkage=0.0032998


Tree=9854
num_leaves=28
num_cat=0
split_feature=3 13 0 51 42 50 156 42 3 133 0 3 3 1456 159 40 3 3 42 159 1 1204 1213 474 133 42 50
split_gain=0.0965147 0.102045 0.0683837 0.0669156 0.0573077 0.0672758 0.0806976 0.0997428 0.0437731 0.0407159 0.0472741 0.0373424 0.129353 0.0800122 0.0514036 0.0519342 0.0397805 0.043405 0.0414247 0.0308071 0.0266328 0.0262035 0.0252689 0.0297573 0.027675 0.0227173 0.0161018
threshold=0.11745500000000002 -0.48634999999999995 -0.076539999999999983 -0.40771999999999992 0.087130000000000027 0.07826000000000001 0.090310000000000015 -0.044809999999999996 0.30112000000000005 0.037060000000000003 -0.055219999999999998 -0.082484999999999989 -0.083249999999999977 -1.0000000180025095e-35 0.087395000000000014 -0.075219999999999981 -0.053499999999999992 0.086245000000000016 0.082115000000000007 0.082200000000000009 0.10364000000000002 -0.08329499999999998 -0.075109999999999982 0.083875000000000019 -0.010174999999999998 0.097785000000000025 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 -4 5 6 7 -5 -3 25 26 12 19 -13 15 -15 18 -18 -17 21 -9 -1 24 -24 -23 -6 -11
right_child=1 8 3 4 9 -7 -8 20 -10 10 -12 13 -14 14 -16 16 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28
leaf_value=0 0.0051189721200875921 -0.00059491053077359666 0.0068567657430997917 0.0017141029839097381 0.0030802510700323358 0.0054105753217447497 0.0035096688241114731 -0.0078850890487701629 -0.0071919119543308388 0.00091442080691358108 0.0091514279531585401 0.0095666976827163529 -0.0044000298802568177 0.00059541567854111519 8.7788194177960759e-05 0.00097495479817241465 0.010765972496540471 0.0045267856307424654 0.0053392059142920133 0.0068872498132997685 -0.0028610913715724439 0.0042217227524622399 0.0049757348725993789 0.00084616307788166654 -0.0011253748472721304 -0.0014494102814352897 0.0050538573108184145
leaf_weight=58 56 63 72 83 65 54 79 73 53 56 52 90 59 76 77 78 70 60 313 82 53 53 343 59 56 60 53
leaf_count=58 56 63 72 83 65 54 79 73 53 56 52 90 59 76 77 78 70 60 313 82 53 53 343 59 56 60 53
internal_value=0 -0.000767374 0.00336547 0.00199074 0.00142999 -3.49436e-05 -0.00106222 -0.00279894 -0.00362455 0.00318805 0.00495981 0.0040171 0.00313124 0.00483801 0.00420391 0.00473179 0.00533173 0.00790017 0.00447318 0.00381655 -0.00578608 0.00337087 0.00375563 0.00437412 0.00145811 0.000891641 0.00294366
internal_weight=0 172 2174 700 628 342 288 209 116 286 161 1474 710 764 674 597 521 130 391 651 126 569 511 402 109 125 109
internal_count=2346 172 2174 700 628 342 288 209 116 286 161 1474 710 764 674 597 521 130 391 651 126 569 511 402 109 125 109
is_linear=0
shrinkage=0.16829


Tree=9855
num_leaves=18
num_cat=0
split_feature=1 4 49 12 4 11 1 160 13 1 12 15 0 4 42 12 133
split_gain=3.65387 0.5315 0.492238 0.330399 0.335654 0.282265 0.256812 0.253774 0.168677 0.14419 0.126999 0.12614 0.15069 0.115849 0.103582 0.0828652 0.0422746
threshold=0.10915500000000002 0.27044500000000005 -0.046979999999999987 -1.0000000180025095e-35 0.27161500000000005 0.077290000000000011 0.092655000000000015 -0.069009999999999988 -0.099939999999999987 0.13301500000000002 0.090465000000000004 0.094850000000000004 -0.11169999999999998 0.036620000000000007 -0.089429999999999996 0.093225000000000016 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 8 -1 -3 -5 -9 11 12 -10 -4 -12 -7 -16
right_child=1 7 13 4 -6 15 -8 9 10 -11 14 -13 -14 -15 16 -17 -18
leaf_value=0.00068821448915088108 0.00024508215337516975 0.00039387857827436634 0.00066640897815040893 0.00053926268082718845 0.00045657968482666047 0.00096911931023521193 0.00042073182612722488 0.00026535119678314445 0.00059367114704804967 4.6604815587088869e-05 0.0007705549711820263 0.00088621941716580705 0.00073927677794932321 0.00046488494084832399 0.00068637088909681988 0.00078354682572739237 0.00062394898342551749
leaf_weight=75 72 66 79 68 58 55 84 59 89 75 102 58 772 54 244 57 278
leaf_count=75 72 66 79 68 58 55 84 59 89 75 102 58 772 54 244 57 278
internal_value=0 0.000347455 0.00046569 0.000692241 0.000705177 0.000713525 0.000547124 0.000226088 0.000702278 0.000143181 0.000709439 0.000734526 0.000724267 0.000584852 0.000672435 0.000874991 0.000653195
internal_weight=0 405 205 1940 1781 1723 159 200 1611 134 1543 919 861 133 624 112 522
internal_count=2345 405 205 1940 1781 1723 159 200 1611 134 1543 919 861 133 624 112 522
is_linear=0
shrinkage=0.0032998


Tree=9856
num_leaves=17
num_cat=0
split_feature=2 3 16 1456 1213 1213 48 0 0 1212 1212 4 159 1373 12 12
split_gain=0.115751 0.126065 0.0835579 0.0769942 0.0711457 0.0738549 0.0647266 0.0933522 0.0754114 0.0359359 0.0802492 0.0617435 0.0327797 0.0316485 0.0251772 0.00435754
threshold=0.11517500000000001 -0.14906999999999998 -0.07662999999999999 -0.15824499999999997 -0.12977499999999997 -0.082414999999999974 0.12474000000000002 -0.14012999999999998 -0.042364999999999993 0.090840000000000018 0.040035000000000008 -0.080164999999999986 0.083310000000000009 1.0000000180025095e-35 0.093415000000000012 0.094410000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 -2 12 10 13 -11 15 -7 -4 -9
right_child=6 3 14 4 5 9 -8 8 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.01328167195627011 -0.0072581608565485713 0.0084769703742397142 0.0076168720278373967 0.0073253876203837557 -0.0021160919868536479 0.0025736221400853012 0.0050565121800313726 0.0028623570338256895 -0.0043689423950225778 -0.0044013647989751626 0.0094201563384243292 0.0034610507245276777 -0.00095645153067486937 0.0067505744205340716 0.0024084502060493372 0.0050810029866475278
leaf_weight=54 55 69 56 91 93 1360 60 55 66 52 53 62 56 54 52 57
leaf_count=54 55 69 56 91 93 1360 60 55 66 52 53 62 56 54 52 57
internal_value=0 0.00334877 0.00785548 0.0029497 0.0027326 0.00248186 2.15777e-05 -0.00101752 0.000441619 0.00275347 0.00297718 -0.000109555 0.00234218 0.00273441 0.00512575 0.00400753
internal_weight=0 1996 162 1834 1765 1674 349 289 234 1581 1467 114 168 1414 108 112
internal_count=2345 1996 162 1834 1765 1674 349 289 234 1581 1467 114 168 1414 108 112
is_linear=0
shrinkage=0.16829


Tree=9857
num_leaves=25
num_cat=0
split_feature=2 3 2 51 3 0 49 49 0 159 0 403 1213 3 481 133 3 13 1 13 3 13 0 0
split_gain=0.0801224 0.0939323 0.0704691 0.0612491 0.0636667 0.0600032 0.102969 0.0945429 0.0735185 0.142151 0.0575619 0.0461486 0.0967479 0.0691504 0.068453 0.0590445 0.0577781 0.0555701 0.0470347 0.0402138 0.038312 0.0402899 0.0209525 0.0200727
threshold=0.11517500000000001 -0.1535 0.10188000000000001 0.10055500000000002 0.13772500000000001 -0.10946999999999998 0.018515000000000004 -0.069799999999999987 -0.088269999999999987 0.082585000000000006 -0.14803999999999998 -0.085464999999999985 -0.0057349999999999996 -0.086049999999999988 -0.064254999999999993 0.087005000000000013 -0.077634999999999996 -0.050754999999999995 0.11790000000000002 -0.070004999999999998 -0.081644999999999981 -0.085104999999999986 -0.061204999999999989 -0.091354999999999978
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 2 -1 4 19 6 7 -3 9 20 -9 12 -10 -14 -13 18 -17 -15 -16 -2 23 -22 -21 -7
right_child=3 5 -4 -5 -6 8 -8 10 11 -11 -12 14 13 17 15 16 -18 -19 -20 22 21 -23 -24 -25
leaf_value=0.01067606992693562 -0.0027274572714229952 0.0033116400408379713 0.0030742753996042612 0.0045132021845709497 -0.0055237161177677874 0.0036106246322276121 0.0060604150199524871 -0.0014807831489082374 -0.0049188242864885113 0.012648229273454966 -0.0085966537266987421 0.0072055342649953022 0.0069627281350782295 -0.0029986979219608144 0.0027146217286230681 0.0024607949599453147 -0.0030628275611636279 0.0036901097190406799 0.0080119452163561894 0.0045271102588593957 -0.00083972746016867852 0.0043463988589484562 0.0002649453925406411 0.0080433971704304639
leaf_weight=72 76 71 68 69 69 61 64 84 73 58 53 91 61 74 603 117 99 67 52 58 81 88 77 59
leaf_count=72 76 71 68 69 69 61 64 84 73 58 53 91 61 74 603 117 99 67 52 58 81 88 77 59
internal_value=0 0.00278611 0.0069966 1.70802e-05 -0.00108448 0.00246754 0.000151426 -0.00165809 0.00286413 0.00503304 -0.00424675 0.00225426 0.000324325 0.00222802 0.00280408 0.00234217 -6.25479e-05 0.00016693 0.00313792 0.000358704 0.00349851 0.00185011 0.00210941 0.00580504
internal_weight=0 1996 140 349 280 1856 272 208 1584 347 137 1237 275 202 962 871 216 141 655 211 289 169 135 120
internal_count=2345 1996 140 349 280 1856 272 208 1584 347 137 1237 275 202 962 871 216 141 655 211 289 169 135 120
is_linear=0
shrinkage=0.16829


Tree=9858
num_leaves=27
num_cat=0
split_feature=3 3 2 42 2 14 12 481 147 2 133 12 2 13 52 52 13 52 52 133 3 13 0 52 16 159
split_gain=4.29452 1.16022 0.787695 0.764366 0.486351 0.415837 0.390327 0.278145 0.253287 0.193649 0.171287 0.145395 0.136209 0.115585 0.087852 0.108714 0.0928104 0.0767267 0.193252 0.0692446 0.0634412 0.0428943 0.0398469 0.0375572 0.0459481 0.0108623
threshold=-0.058704999999999993 0.31534000000000006 0.10045500000000002 0.093045000000000003 -1.0000000180025095e-35 0.023790000000000002 0.087765000000000024 -0.049319999999999996 0.08598500000000002 0.10774000000000002 0.022390000000000004 0.083885000000000015 0.12131500000000002 -1.0000000180025095e-35 -0.037619999999999994 0.095040000000000027 0.060910000000000013 -0.092059999999999989 -0.019039999999999998 0.09389500000000002 -0.085754999999999984 0.089520000000000016 -0.077724999999999975 -0.52606999999999993 0.058765000000000005 -0.037509999999999995
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 3 5 4 -2 7 -4 20 9 17 -5 -9 19 -11 23 16 -16 -6 -19 21 -1 -8 -17 -13 -25 -22
right_child=1 -3 6 10 8 -7 12 11 -10 13 -12 14 -14 -15 15 22 -18 18 -20 -21 25 -23 -24 24 -26 -27
leaf_value=0.0010716911959046064 0.00036356925888609485 0.00010345086843286866 0.00041372800730654061 0.00019061831906487024 0.00084712929820462155 0.0011487704095386104 0.00084338437828823524 0.00069287647624522526 0.00044229343696396161 0.00047505978197568891 0.00044829814018246174 0.00086191350933767779 0.00057421261486097772 0.00068098359494017668 0.00089003217831072005 0.00075321748688306016 0.00074611745255043032 0.00054743981753459605 0.00079019666536274446 0.00065823824895461886 0.00088494797879688596 0.0007206608277587484 0.00085345154034977791 0.00079380233668884176 0.00067582226366221031 0.00096525329802748432
leaf_weight=53 72 69 53 60 65 52 101 84 52 58 54 53 53 65 565 139 57 55 109 53 55 53 75 122 59 59
leaf_count=53 72 69 53 60 65 52 101 84 52 58 54 53 53 65 565 139 57 55 109 53 55 53 75 122 59 59
internal_value=0 0.00050895 0.000823279 0.000556313 0.000614515 0.000857428 0.000673371 0.000845933 0.000659151 0.000691086 0.000312986 0.000827513 0.000726163 0.000584168 0.00083805 0.000854317 0.0008769 0.00074836 0.000708999 0.000764898 0.000973007 0.000801377 0.000788511 0.000779783 0.000755539 0.000926819
internal_weight=0 659 1686 590 476 1373 313 1321 404 352 114 1154 260 123 1070 836 622 229 164 207 167 154 214 234 181 114
internal_count=2345 659 1686 590 476 1373 313 1321 404 352 114 1154 260 123 1070 836 622 229 164 207 167 154 214 234 181 114
is_linear=0
shrinkage=0.0032998


Tree=9859
num_leaves=32
num_cat=0
split_feature=2 12 2 2 12 150 12 49 41 403 1213 2 52 2 52 2 0 1213 403 484 2 0 2 15 15 15 133 12 0 0 2
split_gain=2.28689 0.905187 0.746473 0.501035 0.360932 0.283915 0.271905 0.213418 0.184606 0.165457 0.251706 0.102065 0.101076 0.187598 0.0939808 0.0626915 0.0485649 0.0448953 0.0961099 0.070797 0.0581204 0.0431617 0.0388047 0.0312672 0.0424296 0.038565 0.0269558 0.0173867 0.0108997 0.00405698 0.00200357
threshold=0.11517500000000001 0.077755000000000005 0.17000000000000001 -1.0000000180025095e-35 0.090135000000000007 0.088690000000000005 0.092495000000000008 0.0060900000000000008 1.0000000180025095e-35 -0.085464999999999985 -0.0057349999999999996 -0.045829999999999989 0.024560000000000002 0.09036000000000001 -0.085924999999999987 0.12399000000000002 -0.072529999999999983 -0.071559999999999985 -0.0064299999999999991 -0.013794999999999998 0.088820000000000024 -0.06884499999999999 0.08920500000000002 -0.039984999999999993 0.095545000000000005 -0.093124999999999986 0.12032500000000002 0.096315000000000026 -0.10803999999999998 -0.049744999999999991 0.088210000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 11 7 12 8 28 9 10 -3 -1 13 -5 -15 -6 23 18 -11 22 -21 -18 -19 25 30 -8 -12 -23 -2 -29 -25
right_child=2 6 -4 5 15 -7 16 -9 -10 17 26 -13 -14 14 -16 -17 21 19 -20 20 -22 27 -24 24 -26 -27 -28 29 -30 -31 -32
leaf_value=0.00038807409173873182 0.00024277874825831861 0.00041002750969220206 -2.4678952671963184e-05 0.00069146362826566618 0.00060579951658271027 0.00032280805704713335 0.00063940209786946824 0.00046208614851973048 0.00087632264735894728 0.00086520180213567246 0.0007141475487696192 0.00018876338926840941 0.00069552993874613287 0.00057489096418706601 0.00038531437322230255 0.00045215383566405272 0.00046786486673600682 0.00070457715291659851 0.00068141303358393258 0.00068734066413980201 0.00060659469779658225 0.00063376964274128832 0.00082127753704345293 0.00071493347046871906 0.00058536309547541185 0.00052542263056200051 0.00061323706981618168 0.00057972316878490725 0.00017475074701171588 0.00052522123541177035 0.00066476945002387456
leaf_weight=58 62 62 56 66 60 52 65 55 52 52 70 56 75 53 66 62 55 102 87 318 155 52 53 54 81 78 64 57 54 55 58
leaf_count=58 62 62 56 66 60 52 65 55 52 52 70 56 75 53 66 62 55 102 87 318 155 52 53 54 81 78 64 57 54 55 58
internal_value=0 0.000613568 0.000323807 0.000478352 0.000390532 0.000546885 0.000650235 0.000292246 0.000682571 0.000672072 0.000585355 0.000290476 0.000591565 0.000549227 0.000470044 0.000528006 0.000591033 0.000694186 0.000750422 0.000681683 0.000660955 0.000551259 0.000744708 0.000616853 0.000645844 0.000577478 0.000666214 0.000579011 0.000211414 0.000553273 0.00068927
internal_weight=0 1996 349 426 293 312 1570 171 1015 963 196 114 260 185 119 122 555 767 139 628 473 219 155 336 193 143 134 164 116 112 112
internal_count=2345 1996 349 426 293 312 1570 171 1015 963 196 114 260 185 119 122 555 767 139 628 473 219 155 336 193 143 134 164 116 112 112
is_linear=0
shrinkage=0.0032998


Tree=9860
num_leaves=26
num_cat=0
split_feature=0 10 13 159 15 15 0 0 12 403 15 0 15 15 12 151 1454 159 0 13 12 15 159 130 12
split_gain=0.124353 0.190971 0.0805082 0.0820576 0.0794948 0.0613306 0.0927218 0.128607 0.0584981 0.249686 0.068992 0.0543267 0.0500719 0.0379426 0.0625731 0.0503999 0.0273146 0.033508 0.0319343 0.0301685 0.0279789 0.0233064 0.0193716 0.0189228 0.0144482
threshold=-0.071844999999999978 -1.0000000180025095e-35 -0.038394999999999992 0.089030000000000012 -0.43457999999999991 0.041820000000000003 0.053930000000000006 -0.040094999999999992 0.084055000000000005 -0.0064299999999999991 -0.14820999999999998 -0.034179999999999995 0.092855000000000007 -0.0093649999999999983 -1.0000000180025095e-35 -0.085764999999999994 0.077440000000000023 0.08351500000000002 -0.11912999999999999 -0.0090849999999999976 0.085965000000000014 0.080840000000000009 0.10225000000000002 -0.004324999999999999 0.094045000000000004
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=4 -2 11 5 -1 6 7 -4 9 -6 -11 12 24 14 -12 -16 17 18 -10 20 -20 -15 -19 -21 -3
right_child=1 2 3 -5 8 -7 -8 -9 16 10 13 -13 -14 21 15 -17 -18 22 19 23 -22 -23 -24 -25 -26
leaf_value=-0.0015186865410802964 -0.0086736801778037956 0.0025802674343234988 -0.00050571245298717464 0.005747114136008211 0.015101343830414515 0.0035558604231747124 0.0012399425621382649 -0.012065440219930619 -0.00091541121041196344 0.0092414211749395885 0.00020246907197462669 0.008314191373659784 0.0068461894910329625 -0.0018005686256550274 0.0018872543979603063 0.0083856999823337056 -0.00043519715982552208 0.0081634266628173684 0.0019190824462219265 0.0042210075382944114 0.004483412968473691 0.003012444843661248 0.0038910507725263247 0.00091892873838662328 -0.00073241533066503099
leaf_weight=80 54 76 58 57 66 57 92 52 52 59 74 62 57 60 52 101 53 63 158 67 548 54 62 193 72
leaf_count=80 54 76 58 57 66 57 92 52 52 59 74 62 57 60 52 101 53 63 158 67 548 54 62 193 72
internal_value=0 0.000894987 0.00178436 -2.78379e-05 0.00364689 -0.00130571 -0.00268643 -0.00598664 0.00389662 0.00550179 0.00391337 0.00393586 0.00260292 0.00298624 0.00424524 0.00618882 0.00326969 0.00344306 0.00312012 0.00333921 0.00391207 0.00046352 0.0060587 0.00177676 0.000956553
internal_weight=0 637 583 316 1742 259 202 110 1662 466 400 267 205 341 227 153 1196 1143 1018 966 706 114 125 260 148
internal_count=2379 637 583 316 1742 259 202 110 1662 466 400 267 205 341 227 153 1196 1143 1018 966 706 114 125 260 148
is_linear=0
shrinkage=0.16829


Tree=9861
num_leaves=25
num_cat=0
split_feature=1 13 1 15 12 403 160 1 43 12 4 39 1454 52 15 12 12 4 403 43 15 484 13 13
split_gain=0.0956749 0.0739639 0.065288 0.130207 0.0678938 0.150954 0.0662784 0.0793671 0.0591262 0.0531202 0.0893655 0.0500938 0.038742 0.0481912 0.041282 0.0420875 0.0366569 0.0448082 0.0335312 0.0322932 0.0318568 0.0244328 0.0187545 0.0169986
threshold=0.14787500000000001 0.039845000000000012 0.10342000000000001 -0.015464999999999998 0.084055000000000005 -0.0064299999999999991 0.051820000000000005 0.089625000000000024 -0.012149999999999999 0.09334000000000002 -0.081479999999999983 0.087735000000000021 0.077440000000000023 0.088555000000000009 0.089625000000000024 0.094045000000000004 0.097360000000000016 -0.081214999999999996 -0.15323999999999996 -0.10761 -0.087404999999999983 0.084225000000000008 0.095430000000000015 -0.15714499999999998
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 2 4 8 5 -1 7 21 11 10 -3 -4 13 14 18 -16 17 -15 -6 -11 23 -7 -21 -10
right_child=-2 9 3 -5 12 6 -8 -9 20 19 -12 -13 -14 16 15 -17 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.012893608607940293 -0.0042587346216692995 -0.006863966086433416 0.0026652871323928845 -0.0057756637581257578 -0.00035625053101959701 0.0059031049064574952 0.0080467520112033359 -0.0022633867545016778 0.0050295998191394542 0.0044991125754819741 0.0017099363445382157 -0.0034416879113440121 -0.0013056275929007937 -0.0039188354009610559 0.008706063619397816 0.0032156759685955942 0.0048388927995113452 0.0015459161067906766 0.0035680055044584233 0.0024226594963357505 0.0079161565437591997 0.0014947118112704175 -0.001973067459393768 0.00094489192583592713
leaf_weight=64 59 64 88 66 68 112 82 70 58 86 74 67 60 53 87 75 68 213 586 53 55 54 57 60
leaf_count=64 59 64 88 66 68 112 82 70 58 86 74 67 60 53 87 75 68 213 586 53 55 54 57 60
internal_value=0 0.00259276 0.00298253 0.00103643 0.00346304 0.0054242 0.00391527 0.00247214 0.00241264 0.000269764 -0.00225335 1.3907e-05 0.00284241 0.00306039 0.00375861 0.00617531 0.00134918 0.00045032 0.00315723 0.00205541 0.0045514 0.00447987 0.000128541 0.00296786
internal_weight=0 2320 1986 394 1592 382 318 236 328 334 138 155 1210 1150 816 162 334 266 654 196 173 166 110 118
internal_count=2379 2320 1986 394 1592 382 318 236 328 334 138 155 1210 1150 816 162 334 266 654 196 173 166 110 118
is_linear=0
shrinkage=0.16829


Tree=9862
num_leaves=17
num_cat=0
split_feature=4 2 123 13 150 52 2 52 4 160 15 2 4 13 160 52
split_gain=2.883 0.910336 0.529404 0.208754 0.195747 0.186577 0.232478 0.239656 0.215063 0.207999 0.129553 0.131999 0.122959 0.101012 0.0369419 0.0245329
threshold=0.30163500000000004 0.14234000000000005 1.0000000180025095e-35 -0.28558999999999996 1.0000000180025095e-35 -0.5335399999999999 0.090115000000000015 0.087765000000000024 -0.13833499999999996 0.014995000000000003 -0.41880499999999993 0.12131500000000002 0.51286500000000013 -0.096444999999999989 -0.42430999999999991 -0.56073999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 15 8 9 -7 -8 12 -12 -2 -10 -9 -5
right_child=10 -3 4 5 -6 6 7 14 13 -11 11 -13 -14 -15 -16 -17
leaf_value=0.00043804544243354946 0.00042704074654534221 0.00024077171983731972 0.00054851597656364924 0.00082955330245410377 0.0002682083995567015 0.00046983823012657593 0.00047409648957766565 0.00074196811855246816 0.00082162901208573057 0.00064138948688517781 0.0002767450455018678 4.5112426529789709e-05 0.00023442856680366291 0.00067071517732307843 0.00064214014268951843 0.00072807963454750186
leaf_weight=54 61 68 54 54 56 58 237 58 53 126 54 54 92 1024 202 74
leaf_count=54 61 68 54 54 56 58 237 58 53 126 54 54 92 1024 202 74
internal_value=0 0.000617231 0.000629701 0.000642359 0.000406134 0.000648191 0.000639217 0.000587525 0.000667559 0.000532262 0.000249436 0.000161255 0.000311452 0.000678174 0.000664545 0.000771164
internal_weight=0 2118 2050 1940 110 1886 1758 623 1135 363 261 108 153 1077 260 128
internal_count=2379 2118 2050 1940 110 1886 1758 623 1135 363 261 108 153 1077 260 128
is_linear=0
shrinkage=0.0032998


Tree=9863
num_leaves=31
num_cat=0
split_feature=1 47 3 1 1 52 2 52 3 42 42 11 43 156 2 1 2 1213 16 43 133 16 16 3 43 52 133 3 133 133
split_gain=5.3361 0.654496 0.524037 0.504226 0.430099 0.250019 0.342043 0.287209 0.24048 0.154763 0.154485 0.153086 0.142926 0.11609 0.120067 0.188848 0.0973287 0.0880326 0.0599816 0.057328 0.0571919 0.0483743 0.0465704 0.039052 0.0353451 0.0327304 0.0295745 0.0424305 0.0161478 0.0139568
threshold=0.10892500000000001 0.085505000000000012 -0.077634999999999996 0.13130500000000003 0.10335000000000001 -0.14794999999999997 0.090485000000000024 0.0043000000000000009 -0.036844999999999996 0.082755000000000009 0.088775000000000007 0.075910000000000019 -0.11278499999999998 0.083125000000000018 0.094835000000000017 0.085265000000000021 0.14870000000000003 -0.026524999999999996 -0.082389999999999977 -0.042209999999999991 -0.016324999999999996 -0.095794999999999977 0.26538000000000006 -0.067429999999999976 -0.0086649999999999974 -0.053514999999999993 0.059605000000000012 -0.049204999999999992 0.11588000000000002 0.089270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 13 11 10 -8 -3 25 12 22 -7 14 15 23 -5 20 -12 -17 -14 -19 -1 -4 29 -2 27 -16 -28 -9
right_child=1 8 4 16 -6 6 7 24 -10 -11 18 -13 17 -15 26 19 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00097182360086296032 0.00044967005322978283 0.00078323507438600632 0.00085166741932042719 0.0002649457778451051 0.00049708107639240945 0.00077939875961596013 0.00060409815864659853 0.00091443381116959512 0.00049443551813013471 0.00060094088579770732 0.00070961882843952105 0.0011107414249965719 0.00092257721124983181 0.00089345580935446824 0.00074322450875907633 0.00064524386073002251 8.3601744276740473e-05 0.00098968881208780289 0.0008440261714652026 0.00078980060744588689 0.0010648658516348494 0.00088662539475644632 0.00083845473673957785 0.00098708432899420324 0.00075719552233482069 0.00032987920320933412 0.00080273688401950221 0.00062415373976218566 0.00071140965116519238 0.00082429375356622909
leaf_weight=72 53 58 52 85 64 88 99 53 71 60 65 67 63 92 66 53 53 65 99 83 75 383 58 55 52 54 53 79 57 52
leaf_count=72 53 58 52 85 64 88 99 53 71 60 65 67 63 92 66 53 53 65 99 83 75 383 58 55 52 54 53 79 57 52
internal_value=0 0.000427184 0.000832031 0.000343589 0.000755523 0.000870761 0.000851029 0.000744585 0.000624556 0.000465706 0.000883505 0.000980162 0.000905968 0.000783498 0.000763114 0.000816598 0.000195554 0.000924915 0.00079097 0.000733725 0.00100016 0.000901657 0.000912592 0.000921604 0.000832948 0.000389544 0.000712008 0.000678594 0.000755733 0.000870129
internal_weight=0 434 1945 305 654 1291 1094 256 129 167 838 197 674 590 498 243 138 586 164 136 138 448 130 107 157 107 255 145 110 105
internal_count=2379 434 1945 305 654 1291 1094 256 129 167 838 197 674 590 498 243 138 586 164 136 138 448 130 107 157 107 255 145 110 105
is_linear=0
shrinkage=0.0032998


Tree=9864
num_leaves=27
num_cat=0
split_feature=4 2 2 150 2 2 2 16 0 2 52 4 0 52 52 4 50 15 49 2 50 475 4 16 15 2
split_gain=2.33401 0.753039 0.380072 0.281725 0.240365 0.214577 0.156288 0.126465 0.103332 0.0968073 0.0947268 0.0825157 0.0800555 0.0981458 0.0642131 0.0649284 0.0634339 0.114146 0.0898131 0.0475411 0.0455558 0.0418349 0.0239268 0.0213101 0.00679404 0.00255527
threshold=0.30163500000000004 0.10981000000000002 -0.0091949999999999983 0.08926000000000002 0.14234000000000005 0.13538500000000001 0.090225000000000014 0.081265000000000018 -0.075914999999999996 0.10713500000000002 0.088555000000000009 -0.082024999999999987 0.12212000000000002 -0.50149499999999991 0.081680000000000016 -0.08347499999999998 0.091445000000000012 0.09167500000000002 0.092185000000000017 0.082885000000000014 0.10583000000000002 -0.085719999999999977 -0.074219999999999994 0.048520000000000001 0.08425500000000001 0.08673500000000002
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 2 -1 4 8 9 10 16 -3 -2 14 -12 13 -9 20 24 17 18 -8 -13 21 -4 -19 -10 -16 -21
right_child=5 3 6 -5 -6 -7 7 12 23 -11 11 19 -14 -15 15 -17 -18 22 -20 25 -22 -23 -24 -25 -26 -27
leaf_value=0.00041520601518817423 0.00028441168627028792 0.00044687937658140366 0.00076420251872517399 0.00025615684057193357 0.00032484665393586282 0.00016304227143943659 0.00047579890477397627 0.00073948349520509328 0.00067244109289117031 0.00044241835900879202 0.00051966035280956056 0.00059836995384499308 0.00079801938222127131 0.00054432359616677121 0.00074550686758208945 0.0008470993967641269 0.00068625298410255394 0.00070580817676787826 0.00062145646748500009 0.00073473833786547298 0.00076584143640258677 0.00066871264318393148 0.00060651504133933068 0.00058448802306226865 0.00067852474990421708 0.00068261761071764068
leaf_weight=71 86 53 61 53 54 88 151 59 59 87 61 82 57 58 52 64 62 53 70 53 79 580 75 90 59 62
leaf_count=71 86 53 61 53 54 88 151 59 59 87 61 82 57 58 52 64 62 53 70 53 79 580 75 90 59 62
internal_value=0 0.000627414 0.000653182 0.000476445 0.000521914 0.000296429 0.000662884 0.000618335 0.000574421 0.000364075 0.000685456 0.000628429 0.000694011 0.000643039 0.000701856 0.000760481 0.000586211 0.000568337 0.000522094 0.00066193 0.000687558 0.000677855 0.000647904 0.000619552 0.000710221 0.000706945
internal_weight=0 2118 1809 309 256 261 1738 585 202 173 1153 258 174 117 895 175 411 349 221 197 720 641 128 149 111 115
internal_count=2379 2118 1809 309 256 261 1738 585 202 173 1153 258 174 117 895 175 411 349 221 197 720 641 128 149 111 115
is_linear=0
shrinkage=0.0032998


Tree=9865
num_leaves=17
num_cat=0
split_feature=48 12 11 13 12 12 0 15 51 13 42 52 16 1 12 2
split_gain=0.0878404 0.063222 0.0809019 0.0750305 0.0915933 0.0548117 0.0754133 0.0757543 0.0730057 0.0617443 0.0974829 0.0443411 0.0423152 0.0388252 0.0546347 0.0227158
threshold=0.13438000000000003 -0.092644999999999991 0.08976000000000002 0.060910000000000013 0.087515000000000023 0.091625000000000012 -0.037794999999999995 0.098605000000000012 -0.095144999999999993 -0.012899999999999998 -0.069844999999999977 -0.065699999999999981 -0.11118499999999999 0.11239500000000001 0.097610000000000016 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 -5 6 7 8 -3 13 -11 -8 -1 14 -7 -6
right_child=-2 2 -4 4 15 9 11 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0031384618966178979 -0.0027560280314756101 -0.0011955767956626645 0.01000998763258734 -0.003957355503230061 0.005373881989081339 0.0030265069411858463 0.005727558244125637 0.01023295835365483 0.0045515157185549542 0.0036147615255895564 -0.0056356590079412149 0.011999009537551694 -0.0028444556712066416 -0.00012926519997608839 0.0073833579197206548 0.0014993186399739819
leaf_weight=74 56 66 66 69 80 228 67 63 1063 78 55 64 61 56 129 96
leaf_count=74 56 66 66 69 80 228 67 63 1063 78 55 64 61 56 129 96
internal_value=0 0.00397068 0.00418963 0.00400706 0.0012277 0.00437044 0.0049579 0.00453358 0.00421396 0.00294368 -0.000197092 0.00880519 0.000421761 0.00395946 0.00460586 0.00327069
internal_weight=0 2315 2180 2114 245 1869 1323 1192 1129 546 133 131 135 413 357 176
internal_count=2371 2315 2180 2114 245 1869 1323 1192 1129 546 133 131 135 413 357 176
is_linear=0
shrinkage=0.16829


Tree=9866
num_leaves=27
num_cat=0
split_feature=1 12 2 12 2 150 12 13 1 34 0 0 12 13 155 0 456 12 0 2 1 0 13 133 0 0
split_gain=3.77523 0.578843 0.504852 0.528896 0.531074 0.214729 0.203435 0.146806 0.121984 0.112193 0.110284 0.0961001 0.0860074 0.074717 0.0552711 0.118147 0.0463657 0.0438821 0.0223017 0.0160378 0.0384761 0.0391749 0.0276319 0.0392795 0.00590374 0.000311925
threshold=0.10915500000000002 0.077755000000000005 0.16730000000000003 -0.073474999999999985 0.11891500000000001 0.085455000000000017 0.091475000000000015 -1.0000000180025095e-35 0.089910000000000004 -1.0000000180025095e-35 -0.11796999999999999 -0.029554999999999994 0.083885000000000015 -0.071839999999999987 0.083165000000000003 -0.060199999999999997 0.041000000000000002 0.084555000000000005 -0.086284999999999987 0.090545000000000014 0.080270000000000022 -0.079854999999999995 -0.017484999999999997 0.092470000000000011 -0.17106499999999999 -0.076639999999999986
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 3 9 13 7 8 -1 10 -2 -3 24 18 -5 15 19 17 -14 -12 20 -8 -22 23 -21 -9 -24
right_child=2 6 -4 4 -6 -7 14 11 -10 -11 12 -13 16 -15 -16 -17 -18 -19 -20 22 21 -23 25 -25 -26 -27
leaf_value=0.00045060457322674896 4.4703595148176213e-05 0.00085149897423262655 -5.9720524680192047e-06 0.00045604136854221727 0.00023522480314320103 0.00033853276092711001 0.00072308641763224677 0.00070495437027382336 0.00056638421226837092 0.00024351400752683466 0.00065404940083033537 0.00050406289349610805 0.00081012063052198565 0.00061183871162898693 0.00070341597534165031 0.00049934240658901338 0.00061324471277140135 0.00070601405870094735 0.00054930774043203054 0.00069943553053251829 0.000544799452897379 0.0006621148564054665 0.00054525565884181045 0.00058975484323343973 0.00063972228066024874 0.00058456201796568466
leaf_weight=102 52 53 54 58 97 66 61 53 81 78 52 60 53 89 73 101 59 605 52 68 54 93 59 93 52 53
leaf_count=102 52 53 54 58 97 66 61 53 81 78 52 60 53 89 73 101 59 605 52 68 54 93 59 93 52 53
internal_value=0 0.000634157 0.000291642 0.000334707 0.000425374 0.000508461 0.000660133 0.000550334 0.000691151 0.000164261 0.000702673 0.000611772 0.000693023 0.000550607 0.000614854 0.000603686 0.000706174 0.000714453 0.000602017 0.000625522 0.000649878 0.000619259 0.000606837 0.000636298 0.000672984 0.000564171
internal_weight=0 1943 428 374 244 333 1610 267 955 130 874 165 821 147 655 582 717 658 104 481 208 147 273 161 105 112
internal_count=2371 1943 428 374 244 333 1610 267 955 130 874 165 821 147 655 582 717 658 104 481 208 147 273 161 105 112
is_linear=0
shrinkage=0.0032998


Tree=9867
num_leaves=20
num_cat=0
split_feature=2 123 2 2 15 51 52 52 2 14 1446 151 15 15 15 42 52 52 15
split_gain=3.32442 1.18565 0.597836 0.402152 0.252036 0.247819 0.187003 0.426271 0.142091 0.118062 0.124754 0.109167 0.0889473 0.0821859 0.0777417 0.0719529 0.0503015 0.0244494 0.0106894
threshold=0.11891500000000001 1.0000000180025095e-35 0.16730000000000003 0.099450000000000024 -0.23488499999999998 -0.066639999999999991 -0.45478499999999994 0.0043000000000000009 -0.007134999999999999 0.062655000000000016 0.037915000000000011 -0.0060399999999999994 -0.036064999999999993 -0.083359999999999976 -0.0070899999999999991 0.089625000000000024 -0.08743999999999999 0.12635000000000005 -0.26424499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -2 -5 13 -3 10 11 16 18 -8 -12 -13 -6 -9 -7
right_child=2 8 -4 6 9 12 7 17 -10 -11 14 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00057753874186169138 0.0006368320938764493 0.00034735109092875056 7.4612649417483761e-05 0.00082076668588806315 0.00080484223006062089 0.00036890271958936005 0.00043623039912554817 0.00073622362427370081 0.00056102734271176247 0.00096016171330968873 0.00080649157723525927 0.00082827300489004304 0.00049527712934772732 0.00059391483967655536 0.00095668469208911634 0.00076649706957372188 0.00069392519693891978 0.00083622639612846285 0.00029726119593055829
leaf_weight=52 61 61 56 85 71 54 69 72 80 60 69 767 58 82 97 309 155 58 55
leaf_count=52 61 61 56 85 71 54 69 72 80 60 69 767 58 82 97 309 155 58 55
internal_value=0 0.000761649 0.000380853 0.000782848 0.000805804 0.000455915 0.000683651 0.000642049 0.000468836 0.000813549 0.000807532 0.000796422 0.000389621 0.000522094 0.000894467 0.000810565 0.000728927 0.000781111 0.000333077
internal_weight=0 2087 284 1946 1580 228 366 281 141 1528 1468 1302 167 151 166 1076 226 130 109
internal_count=2371 2087 284 1946 1580 228 366 281 141 1528 1468 1302 167 151 166 1076 226 130 109
is_linear=0
shrinkage=0.0032998


Tree=9868
num_leaves=26
num_cat=0
split_feature=1 2 3 2 2 12 10 1 3 1 2 475 151 12 159 1 12 12 159 12 159 2 159 12 12
split_gain=11.0368 1.19617 1.05193 0.803589 0.781558 0.493247 0.271504 0.251198 0.182057 0.149827 0.144993 0.115828 0.107452 0.0964456 0.0952661 0.122548 0.153663 0.119184 0.0862976 0.0704726 0.0654271 0.0452452 0.0437753 0.0234819 0.0175335
threshold=0.10892500000000001 0.099675000000000014 -0.049204999999999992 0.11123500000000001 -0.0091949999999999983 0.082165000000000016 -1.0000000180025095e-35 0.10044000000000002 -0.064294999999999977 0.11869500000000001 0.090225000000000014 -0.084169999999999981 -0.0077149999999999988 -0.088294999999999985 0.083310000000000009 0.085425000000000015 0.082165000000000016 0.08654000000000002 0.0096550000000000021 0.095330000000000012 -1.0000000180025095e-35 0.087245000000000003 0.10524500000000002 0.092355000000000007 0.10254500000000001
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=1 4 3 -2 -1 7 -4 -3 19 -8 11 21 -12 -11 15 16 -13 -17 20 -7 -14 -6 -16 -22 -21
right_child=2 5 6 -5 10 8 9 -9 -10 13 12 14 18 -15 22 17 -18 -19 -20 24 23 -23 -24 -25 -26
leaf_value=0.00069529125728120254 0.00089104744233192647 0.00084173117034596788 0.00015780827605002345 0.00038595385073551775 0.0011452447927198107 0.0010737721982799946 0.00052467663452274095 0.00055854496826349858 0.00079312093124571023 0.00045112484622555904 0.00088914418982482038 0.0013143320534244524 0.0011189420095480223 0.00027396268458206822 0.00092831187990239533 0.00090665986949072853 0.0011218219286276531 0.0010855690763646264 0.0011806144691529077 0.00098999859684056998 0.00094308055956853561 0.0012917006212240228 0.0010720399352220358 0.0010290929406191046 0.00090420259224572848
leaf_weight=57 83 79 72 59 56 91 66 62 61 52 52 52 71 100 52 52 525 244 54 76 73 52 54 111 65
leaf_count=57 83 79 72 59 56 91 66 62 61 52 52 52 71 100 52 52 525 244 54 76 73 52 54 111 65
internal_value=0 0.00103189 0.000448495 0.000681433 0.00107601 0.000878824 0.000334315 0.000717459 0.000956356 0.000392449 0.00109097 0.00111043 0.00103227 0.000334803 0.00109874 0.00111046 0.00113923 0.00105426 0.00105624 0.000999124 0.00102976 0.00121609 0.00100186 0.00099516 0.000950697
internal_weight=0 1939 432 142 1505 434 290 141 293 218 1448 1087 361 152 979 873 577 296 309 232 255 108 106 184 141
internal_count=2371 1939 432 142 1505 434 290 141 293 218 1448 1087 361 152 979 873 577 296 309 232 255 108 106 184 141
is_linear=0
shrinkage=0.0032998


Tree=9869
num_leaves=17
num_cat=0
split_feature=1 16 16 2 1 39 2 16 1 15 16 2 0 1456 0 15
split_gain=6.63021 0.957716 0.506182 0.446236 0.352878 0.252668 0.237805 0.213738 0.17189 0.122738 0.120455 0.128165 0.0996767 0.0881503 0.0873287 0.0705857
threshold=0.10892500000000001 -0.069604999999999986 -0.53385999999999989 0.13106000000000004 0.13662500000000002 0.081875000000000017 0.11366500000000002 0.12292000000000002 0.093595000000000025 -0.061559999999999997 0.51222500000000004 0.10272000000000002 -0.081854999999999997 -0.15308499999999997 -0.071844999999999978 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 7 12 6 10 -3 -7 -8 11 13 -2 -4 -15 -13
right_child=1 3 5 -5 -6 8 9 -9 -10 -11 -12 15 -14 14 -16 -17
leaf_value=0.00052371353234326721 0.00029159857281546949 0.00052280891407647352 0.0010064972330068142 0.00032243705977207256 8.9707064067706164e-05 0.00084471537770794208 0.0008520784587364099 0.00079227323434474036 0.00058407532726874041 0.00064182623846724288 0.0010142043398952423 0.00067666626138450988 0.00047083816890927384 0.00088272361309557623 0.00079700189083546657 0.00084307530654363313
leaf_weight=52 103 58 60 56 88 52 53 75 62 77 69 57 52 1240 155 62
leaf_count=52 103 58 60 56 88 52 53 75 62 77 69 57 52 1240 155 62
internal_value=0 0.000394418 0.000846636 0.000570743 0.000257131 0.000855516 0.000865285 0.000675027 0.000703273 0.000727815 0.000876141 0.000870066 0.000351958 0.000878744 0.000873224 0.000763663
internal_weight=0 432 1939 189 243 1887 1773 133 114 130 1643 1574 155 1455 1395 119
internal_count=2371 432 1939 189 243 1887 1773 133 114 130 1643 1574 155 1455 1395 119
is_linear=0
shrinkage=0.0032998


Tree=9870
num_leaves=19
num_cat=0
split_feature=3 41 1 43 52 16 3 4 403 52 12 40 43 403 403 1 43 42
split_gain=0.191973 0.103332 0.100442 0.0942566 0.074555 0.114497 0.081018 0.0635061 0.0508827 0.0781438 0.122846 0.045422 0.0568302 0.0592066 0.0397853 0.0351181 0.0309219 0.0165206
threshold=0.11745500000000002 0.07831500000000001 0.10471500000000002 -0.094134999999999983 -0.24526499999999998 -0.019749999999999993 -0.038414999999999998 0.024315000000000003 -0.06835999999999999 -0.0093349999999999978 0.085065000000000016 -1.0000000180025095e-35 -0.17157499999999998 -0.0083299999999999989 -0.082709999999999992 0.13279000000000005 -0.099699999999999983 0.11424500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 -4 6 -6 -2 9 -1 -11 -10 -13 -14 17 -9 -15 -12
right_child=7 3 4 -5 5 -7 -8 15 11 10 14 12 13 16 -16 -17 -18 -19
leaf_value=0.0018298288173784908 0.0042429476073620456 0.0058322498154229118 0.0082015831443758742 0.015813771137228077 0.008572671648258803 -0.0026315351932896685 0.0010646905648845448 -0.0054185717248146576 0.0098325479498905227 0.016174029023849575 0.0059207960756970162 0.00079082588128259615 0.00022570271836209639 0.010032094981313827 0.011755475241738597 0.00057979934431918881 0.0058162488484583517 0.0093242839198339044
leaf_weight=54 70 52 64 57 76 102 89 52 73 54 213 70 53 53 52 58 1066 53
leaf_count=54 70 52 64 57 76 102 89 52 73 54 213 70 53 53 52 58 1066 53
internal_value=0 0.00600023 0.00573275 0.0110684 0.00303493 0.00178975 0.0045338 0.000271494 0.00624463 0.00785445 0.00872416 0.00572175 0.00547869 0.00575715 0.00745344 -0.00223946 0.00601753 0.00660569
internal_weight=0 2181 2072 109 331 267 165 180 1741 426 372 1315 1242 1172 318 110 1119 266
internal_count=2361 2181 2072 109 331 267 165 180 1741 426 372 1315 1242 1172 318 110 1119 266
is_linear=0
shrinkage=0.16829


Tree=9871
num_leaves=26
num_cat=0
split_feature=3 3 43 16 3 43 52 52 16 2 3 2 16 2 51 3 39 42 1446 3 3 43 16 52 2
split_gain=8.76076 1.4754 1.1287 0.962032 0.760355 0.652374 0.439728 0.371112 0.355923 0.315532 0.259289 0.203704 0.384596 0.173613 0.147104 0.131489 0.120122 0.10585 0.0869029 0.0830827 0.075489 0.063084 0.0477735 0.0406247 0.016534
threshold=-0.058704999999999993 0.30835000000000007 -0.042649999999999993 -0.39442499999999997 0.11745500000000002 -0.23269999999999999 0.0085900000000000021 -0.089014999999999983 -0.15323999999999996 0.11626500000000002 -0.14818499999999998 0.090000000000000011 0.0055300000000000011 0.08647500000000001 -0.020999999999999994 -0.097574999999999981 0.086670000000000011 0.090040000000000023 0.086195000000000008 0.088465000000000002 -0.18766499999999997 -0.078654999999999989 -0.08422499999999998 -1.0000000180025095e-35 0.10161500000000002
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 5 6 7 -2 -1 -4 -7 10 20 12 17 -9 -14 -13 -10 18 -12 -15 -5 23 -19 -17 -23
right_child=1 -3 4 9 -6 8 -8 13 16 -11 11 15 14 19 -16 21 -18 22 -20 -21 -22 24 -24 -25 -26
leaf_value=0.00031864753272372394 0.00055973150941837136 -1.8838236114561288e-05 0.00083783575909933286 0.00089566983906601034 0.00025277669695988691 -8.6992723872108166e-05 0.00071987676269573452 0.00069408961506667007 0.00035512076369589824 0.00061911719138645755 0.00087649118789743965 0.00059751748248204563 0.00055891852290797228 0.00056264243248793091 0.00077500024795574987 0.00089410302825912143 0.00014354301372660773 0.00070608923911393462 0.0010189365185680418 0.00038930867896818755 0.0010550277707036674 0.00075999078350016903 0.00083423489657553983 0.00076406598196874392 0.00068403930148214795
leaf_weight=62 52 100 67 79 78 53 58 62 53 82 627 54 61 64 84 69 67 54 54 61 63 150 100 52 55
leaf_count=62 52 100 67 79 78 53 58 62 53 82 627 54 61 64 84 69 67 54 54 61 63 150 100 52 55
internal_value=0 0.000349876 0.000416136 0.000798515 0.000538503 0.00023542 0.000512869 0.000626107 0.000137735 0.000820133 0.000831084 0.000816906 0.000842352 0.000550059 0.00068434 0.00075119 0.000237283 0.000869749 0.000887838 0.000478337 0.000966619 0.000776537 0.000789529 0.000838511 0.000739785
internal_weight=0 657 557 1704 332 225 120 254 173 1584 1502 1360 980 187 145 380 120 835 681 125 142 326 154 121 205
internal_count=2361 657 557 1704 332 225 120 254 173 1584 1502 1360 980 187 145 380 120 835 681 125 142 326 154 121 205
is_linear=0
shrinkage=0.0032998


Tree=9872
num_leaves=34
num_cat=0
split_feature=1 4 12 2 13 1 1 4 1 12 13 2 12 2 13 2 51 12 42 42 2 4 12 42 13 1 42 12 12 42 13 13 13
split_gain=4.42107 0.619441 0.490942 0.343781 0.180283 0.164776 0.160476 0.536863 0.137614 0.137484 0.135619 0.0998551 0.207665 0.151776 0.110834 0.0581771 0.0579258 0.0495679 0.0472404 0.0462628 0.0466817 0.0449034 0.0447167 0.0400869 0.0395285 0.0318007 0.031081 0.0281899 0.0218309 0.0198765 0.0189939 0.0184157 0.0107083
threshold=0.10574000000000001 0.27287000000000006 0.087545000000000026 0.090225000000000014 -0.097199999999999995 0.11646000000000002 0.089840000000000017 -0.16270999999999997 0.13301500000000002 0.099815000000000015 -1.0000000180025095e-35 0.074875000000000011 0.08536500000000001 0.085145000000000012 -0.0011949999999999997 0.11517500000000001 0.045645000000000005 0.082165000000000016 -0.021269999999999997 0.08648500000000002 0.088210000000000025 -0.066099999999999978 0.11721500000000001 0.084735000000000019 -0.0041499999999999983 0.090670000000000014 0.095650000000000013 0.10799000000000002 -0.073474999999999985 -0.056754999999999993 -0.011764999999999998 -0.079854999999999995 -0.069874999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 -1 -4 9 -8 15 16 -2 12 -6 14 23 -3 17 -5 -14 21 -21 29 27 30 -23 -20 -27 -11 -10 -15 -13 -19 -33
right_child=1 8 5 6 11 -7 7 -9 28 22 -12 13 18 19 -16 -17 -18 31 25 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31 -32 32 -34
leaf_value=0.00099100317671752371 0.00033667615493305066 0.00046105056003801419 0.00082657614909006699 0.00068032071872085723 0.0005737153243324148 0.00057112174148455752 0.00086818406861002546 0.00043146335331898598 0.00016848451643370122 0.00064764748961930083 0.0005418478480878091 0.00094603446406795713 0.00086576830689878009 0.00081488413830955726 0.0010238746128750685 0.00031321193005546584 0.00085735086983843402 0.00081348938059138635 0.00081091806317025201 0.00066587548124187655 0.00080457706226606958 0.00080192854464837472 0.00057471796076151102 0.00079189350987038908 0.00068947981287613696 0.00067383602804329732 0.00078856236598561522 0.00075604597806908384 0.00026402852216547934 0.0009021327526956166 0.00084557958555581483 0.00070873719465849253 0.00077457179197478777
leaf_weight=58 99 52 56 86 60 57 52 76 58 69 56 53 73 84 55 72 76 107 98 66 52 146 52 81 52 67 53 54 53 64 54 61 109
leaf_count=58 99 52 56 86 60 57 52 76 58 69 56 53 73 84 55 72 76 107 98 66 52 146 52 81 52 67 53 54 53 64 54 61 109
internal_value=0 0.000423568 0.000532173 0.000772479 0.000809324 0.00069803 0.000717014 0.000609156 0.000299563 0.000739441 0.00041103 0.000799331 0.000752637 0.000822464 0.000890384 0.000375493 0.000771098 0.000752942 0.000789407 0.000786817 0.000727297 0.000807014 0.000659828 0.000851143 0.000772574 0.000763675 0.0007248 0.000695524 0.000214422 0.000852851 0.000895667 0.000775361 0.000751156
internal_weight=0 503 268 1858 1116 113 742 128 235 614 155 1058 351 707 243 124 439 363 291 464 118 346 175 188 198 218 120 123 111 148 107 277 170
internal_count=2361 503 268 1858 1116 113 742 128 235 614 155 1058 351 707 243 124 439 363 291 464 118 346 175 188 198 218 120 123 111 148 107 277 170
is_linear=0
shrinkage=0.0032998


Tree=9873
num_leaves=26
num_cat=0
split_feature=1 43 4 160 2 1 403 1211 49 43 133 402 51 11 4 43 4 160 4 403 4 133 2 2 156
split_gain=0.173284 0.227686 0.117943 0.141503 0.0921735 0.116538 0.0656441 0.0626217 0.0475026 0.0401531 0.0377945 0.0507334 0.0363254 0.0491107 0.0670977 0.0440406 0.086907 0.058515 0.0341709 0.0335156 0.0371762 0.0292451 0.0241219 0.023407 0.00813304
threshold=0.10205500000000002 0.055170000000000004 -0.14538499999999996 -0.014124999999999999 0.13775000000000001 0.11249000000000002 -0.072134999999999991 0.077345000000000011 -0.025549999999999996 -0.017259999999999998 0.12560000000000002 -0.0078149999999999973 -0.10830999999999999 0.078340000000000007 -0.15333499999999997 -1.0000000180025095e-35 -0.080584999999999976 -0.034034999999999989 0.20353000000000002 -0.098684999999999981 -0.082384999999999986 0.092470000000000011 0.099145000000000025 0.11543000000000002 0.092385000000000009
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=6 2 -2 23 5 8 7 9 -5 10 -1 -12 24 14 -14 21 -17 -18 -7 -11 -21 22 -16 -4 -8
right_child=1 -3 3 4 -6 18 12 -9 -10 19 11 -13 13 -15 15 16 17 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0021075656143802598 0.0076724880117649014 0.012365403410118726 0.0082814094372615533 -0.00015221546687355133 -0.0071169882903986065 0.0064771276848826064 0.00954468708377979 0.013355288905532475 -0.0070947343840183034 0.012403681399191777 0.004344566987028094 0.011267288262584841 0.010651189981807302 0.00057508342186504051 0.0062027296615288392 -0.0017844104423320568 7.1872868189623751e-06 0.0062291900678492626 0.0012716701799117788 0.010680457108503219 0.00478656184531064 0.0034250415514903193 0.0094922560399273506 0.0033109795188832974 0.0067219994903295228
leaf_weight=60 83 66 58 54 58 60 83 59 59 62 72 53 75 55 557 63 53 236 91 58 67 98 74 53 54
leaf_count=60 83 66 58 54 58 60 83 59 59 62 72 53 75 55 557 63 53 236 91 58 67 98 74 53 54
internal_value=0 0.00305341 0.00185886 0.000740321 -0.00104113 0.000286909 0.00640554 0.00822359 -0.00379297 0.00740486 0.00562174 0.00729417 0.00582292 0.00552478 0.00575872 0.00541762 0.0038581 0.00509435 0.00335196 0.00915929 0.0075357 0.00616817 0.00659135 0.00592433 0.00844521
internal_weight=0 582 516 433 322 264 1779 431 113 372 185 125 1348 1211 1156 1081 352 289 151 187 125 729 631 111 137
internal_count=2361 582 516 433 322 264 1779 431 113 372 185 125 1348 1211 1156 1081 352 289 151 187 125 729 631 111 137
is_linear=0
shrinkage=0.16829


Tree=9874
num_leaves=18
num_cat=0
split_feature=3 13 13 3 4 4 1 49 49 13 1456 133 13 147 16 52 133
split_gain=0.146865 0.112852 0.0837677 0.100837 0.0806003 0.0760944 0.0681151 0.0514348 0.0498358 0.0387492 0.0367931 0.0340938 0.0331641 0.0284664 0.0266507 0.0161783 0.0107787
threshold=0.11745500000000002 -0.47860499999999995 -0.091984999999999983 -0.081084999999999977 0.27552000000000004 -0.080874999999999989 0.10915500000000002 -0.092609999999999984 -0.0087399999999999995 -0.087444999999999981 0.089050000000000004 -0.0082649999999999998 -0.071839999999999987 0.08598500000000002 -0.095494999999999983 -1.0000000180025095e-35 -0.072594999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -3 -1 7 -4 -8 11 13 -9 -10 14 -11 -14 -5
right_child=1 4 6 16 -6 -7 8 9 12 10 -12 -13 15 -15 -16 -17 -18
leaf_value=0.0068808412779049121 0.0060573271533252929 0.00082750543555684892 0.0099586108120104152 0.0060005956976983098 -0.0079261552744494708 0.015529518594254665 -0.001975489605081242 -0.0012390407692829395 6.3345289952767616e-06 0.0073499661808088283 0.0013206431159774362 0.0045324189668460978 0.0070213122848423216 0.0015125680010110686 0.0051389813951135911 0.0031657195891585418 0.0025649591583368973
leaf_weight=55 59 69 59 57 52 63 64 53 56 182 71 63 59 56 1221 70 52
leaf_count=55 59 69 59 57 52 63 64 53 56 182 71 63 59 56 1221 70 52
internal_value=0 1.28894e-05 0.00502442 0.00809519 -0.00291955 0.0115136 0.00466676 0.0050472 0.00205453 0.00487006 0.00509559 0.00187997 0.00345841 0.00527806 0.00542708 0.00494306 0.00437806
internal_weight=0 180 2181 227 121 118 1954 1705 249 1646 1530 116 185 1459 1403 129 109
internal_count=2361 180 2181 227 121 118 1954 1705 249 1646 1530 116 185 1459 1403 129 109
is_linear=0
shrinkage=0.16829


Tree=9875
num_leaves=17
num_cat=0
split_feature=1452 2 15 47 42 15 4 2 15 160 1209 42 2 43 15 47
split_gain=0.106707 0.100364 0.197805 0.139885 0.07534 0.0915762 0.0667718 0.0648826 0.0728283 0.0737359 0.0597143 0.0591809 0.0572093 0.0503877 0.0136954 0.00655054
threshold=0.096800000000000011 0.10859000000000001 -0.42075999999999997 0.10843500000000002 -0.018574999999999998 -1.0000000180025095e-35 -0.16772499999999999 0.10272000000000002 -0.14524999999999996 0.23963500000000001 -0.077594999999999983 0.080060000000000006 0.095415000000000014 -0.012339999999999999 -0.40992999999999996 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 13 12 8 15 10 -10 -7 -4 -6 -15 -8
right_child=-2 3 6 -5 5 11 7 -9 9 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.0058205158303198641 0.01087894817751227 -0.0020581238792047791 0.003741703385915859 -0.0067821448294947857 0.0025573023175209462 -0.0036703071568485093 0.0099137829476400683 -0.00055692364517315423 0.0089849546869480348 0.010045438044968368 0.0034028100430355205 0.0038529396812192677 0.010456861468932958 0.00579428492690672 0.0095043178279278738 0.0070315031194727656
leaf_weight=57 55 91 63 55 97 67 52 86 57 53 1351 53 87 58 63 52
leaf_count=57 55 91 63 55 97 67 52 86 57 53 1351 53 87 58 63 52
internal_value=0 0.00336404 0.00392675 0.00120018 0.00222774 0.00338694 0.00423624 0.00392513 0.00417258 0.00386402 0.00363007 -0.000332568 0.00764847 0.00544262 0.0077408 0.00848992
internal_weight=0 2342 1858 484 429 338 1801 1651 1565 1461 1408 120 150 218 121 104
internal_count=2397 2342 1858 484 429 338 1801 1651 1565 1461 1408 120 150 218 121 104
is_linear=0
shrinkage=0.16829


Tree=9876
num_leaves=27
num_cat=0
split_feature=1 12 39 1 12 11 1 12 133 49 1 4 16 51 4 16 16 481 16 1 481 16 16 16 1 133
split_gain=4.95267 0.903481 0.460641 0.426069 0.250206 0.280362 0.223267 0.190555 0.199282 0.196575 0.172975 0.160479 0.0989063 0.0856149 0.103869 0.0799643 0.16298 0.0649688 0.0766156 0.0480491 0.0393291 0.0181489 0.0168063 0.0164479 0.0111857 0.00771493
threshold=0.10574000000000001 0.085090000000000013 0.081875000000000017 0.12500000000000003 0.092495000000000008 1.0000000180025095e-35 0.14262000000000002 0.083795000000000022 -1.0000000180025095e-35 -0.016709999999999999 0.093595000000000025 -0.0068249999999999986 -0.010379999999999999 0.10551500000000001 0.029980000000000003 0.022165000000000004 -0.15135499999999999 -0.084744999999999987 0.0060650000000000009 0.096575000000000008 -0.049319999999999996 0.19022000000000003 0.0086100000000000013 -0.055679999999999993 0.11918000000000002 0.095235000000000014
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 6 4 11 5 7 15 8 -1 -10 -4 -3 -11 14 19 16 24 -9 20 22 -19 -20 23 -6 -2 -16
right_child=1 3 10 -5 13 -7 -8 17 9 12 -12 -13 -14 -15 25 -17 -18 18 21 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00057421355888449962 0.00046447413255263238 0.00086881301344877266 0.00073080255785612632 0.00037902717190214263 0.00078055281945450176 0.0010476705337119118 0.00015173836753681584 0.00074482166534760254 0.00064497064609063133 0.00095715263697433641 0.00046729544967080477 0.00062556426031176509 0.00078675407869995885 0.00063194288229365602 0.00064223172332207449 0.00048075150016885882 0.00023975176582135109 0.00095944061089357551 0.00073152199735751033 0.00089420600411686585 0.0008676331860308198 0.00082781317243475533 0.00074069221980495564 0.00085227804760971753 0.0003924854137684386 0.00071215313489252942
leaf_weight=55 54 55 54 53 183 70 60 59 66 70 57 68 89 56 52 62 93 64 56 53 634 53 100 61 64 56
leaf_count=55 54 55 54 53 183 70 60 59 66 70 57 68 89 56 52 62 93 64 56 53 634 53 100 61 64 56
internal_value=0 0.00043628 0.000803213 0.000627739 0.000816149 0.000843004 0.000334983 0.000830472 0.000754562 0.00079849 0.000595805 0.00073462 0.000861994 0.000757877 0.000771772 0.000375128 0.000343924 0.000854975 0.000862985 0.000796972 0.000876102 0.000778666 0.000781889 0.000798629 0.000425728 0.000678813
internal_weight=0 509 1888 176 1777 1216 333 1146 280 225 111 123 159 561 505 273 211 866 807 397 698 109 344 244 118 108
internal_count=2397 509 1888 176 1777 1216 333 1146 280 225 111 123 159 561 505 273 211 866 807 397 698 109 344 244 118 108
is_linear=0
shrinkage=0.0032998


Tree=9877
num_leaves=13
num_cat=0
split_feature=14 13 16 483 16 471 9 49 1447 157 4 16
split_gain=0.0890923 0.0902302 0.143999 0.0775199 0.0634131 0.0505688 0.0449998 0.0584604 0.0430528 0.050644 0.0386949 0.0249933
threshold=0.076175000000000007 -0.10664 -0.4058199999999999 -1.0000000180025095e-35 -0.078939999999999996 0.085130000000000025 -1.0000000180025095e-35 -0.080639999999999976 -0.085024999999999989 -0.082009999999999986 -0.021234999999999997 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -4 6 -5 11 -9 -10 -3 -8
right_child=-2 3 4 5 -6 -7 7 8 9 -11 -12 -13
leaf_value=-0.0065452312745638485 0.0091332698681450657 0.01061567941390954 0.0075811474742744217 -0.0014277491434278196 0.00014169155574011253 0.007503587724431016 -0.0025683726560300729 -0.00033648934835916067 0.00088978778738626021 0.0040767272788477978 0.0050474235899514563 0.0020049392152254146
leaf_weight=66 77 61 53 58 85 80 61 75 158 1458 89 76
leaf_count=66 77 61 53 58 85 80 61 75 158 1458 89 76
internal_value=0 0.00330018 -7.13112e-05 0.00362607 0.00301189 0.00334303 0.0031656 0.00331232 0.00358322 0.00376624 0.00732383 -1.82392e-05
internal_weight=0 2320 204 2116 138 1966 1886 1828 1691 1616 150 137
internal_count=2397 2320 204 2116 138 1966 1886 1828 1691 1616 150 137
is_linear=0
shrinkage=0.16829


Tree=9878
num_leaves=12
num_cat=0
split_feature=48 3 3 2 401 484 10 148 12 157 1213
split_gain=0.0938179 0.0758751 0.0805073 0.0456497 0.0404719 0.0439863 0.0474962 0.0519248 0.0333606 0.030091 0.0155716
threshold=0.13438000000000003 0.31343500000000007 0.12566000000000002 0.14062000000000005 0.085900000000000018 -0.011809999999999999 -0.0087699999999999983 -0.066239999999999979 0.08073000000000001 -0.06482499999999998 -0.013534999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -8 -1 -10 -6
right_child=-2 -3 -4 -5 10 6 7 -9 9 -11 -12
leaf_value=0.0086637443606880082 -0.0040190078976936701 -0.0019531023162962608 0.0095043095592471458 -0.0010669935245869414 0.0040374599870276274 0.0073785561648989301 0.00754985741699321 0.002269635561210548 0.0073193184879933116 0.0030884863407116977 0.007266513769144502
leaf_weight=53 54 82 57 72 88 58 55 1506 62 221 89
leaf_count=53 54 82 57 72 88 58 55 1506 62 221 89
internal_value=0 0.00306204 0.00324472 0.00308202 0.00322298 0.0030004 0.00263426 0.00245683 0.0047593 0.00402173 0.00567126
internal_weight=0 2343 2261 2204 2132 1955 1619 1561 336 283 177
internal_count=2397 2343 2261 2204 2132 1955 1619 1561 336 283 177
is_linear=0
shrinkage=0.16829


Tree=9879
num_leaves=18
num_cat=0
split_feature=15 48 147 39 15 0 0 15 0 16 39 15 0 16 16 42 403
split_gain=1.39163 0.501566 0.367534 0.253845 0.147972 0.231854 0.23165 0.197936 0.174618 0.167542 0.0753523 0.062358 0.0676683 0.0612427 0.0583059 0.0451742 0.0358831
threshold=-0.37478999999999996 0.11553500000000001 0.090115000000000015 0.081875000000000017 1.0000000180025095e-35 -0.14151499999999997 -0.12608499999999997 -0.097269999999999981 -0.078454999999999983 0.081265000000000018 0.088090000000000016 0.087315000000000018 -0.085474999999999982 -0.48950499999999991 -0.085314999999999988 0.091945000000000013 -0.085464999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 6 -6 7 -2 15 -10 -5 16 -13 -1 -15 -8 -7
right_child=1 -3 -4 10 5 11 8 -9 9 -11 -12 12 -14 14 -16 -17 -18
leaf_value=0.00024739479250035685 0.00048225374846918342 0.00022083625553021531 0.00022571948084742368 0.00025927296691947668 0.0007189920035002409 0.00050078050742884562 0.00052729457426756632 0.00021666402179756157 0.00030644118056525916 0.00046683668554216751 0.00040732637322110513 0.00039318334506954858 0.00049952521887466385 4.0545516716162661e-05 0.000185784861483097 0.00042474479648156268 0.00058132673652877
leaf_weight=52 53 93 66 62 60 116 488 74 100 258 102 80 461 63 59 56 154
leaf_count=52 53 93 66 62 60 116 488 74 100 258 102 80 461 63 59 56 154
internal_value=0 0.000458762 0.000469133 0.0004769 0.000487699 0.000519668 0.000460605 0.000327778 0.000479267 0.000422132 0.00035157 0.000504878 0.000483865 0.000152015 0.000111073 0.000516803 0.000546852
internal_weight=0 2223 2130 2064 1900 871 1029 127 902 358 164 811 541 174 122 544 270
internal_count=2397 2223 2130 2064 1900 871 1029 127 902 358 164 811 541 174 122 544 270
is_linear=0
shrinkage=0.0032998


Tree=9880
num_leaves=14
num_cat=0
split_feature=4 10 3 13 43 11 12 3 4 43 160 13 1
split_gain=0.108643 0.135396 0.0736203 0.0545754 0.0828376 0.0546233 0.0805853 0.0478555 0.0649126 0.0413323 0.0408347 0.0364293 0.0196746
threshold=0.26900000000000007 -1.0000000180025095e-35 0.25468500000000005 0.26746000000000009 -0.15924499999999997 1.0000000180025095e-35 0.093765000000000015 -0.10468499999999999 -0.08916499999999998 -0.10961499999999998 -0.069009999999999988 -0.057284999999999996 0.09518500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -6 12 -10 -3 -12 -9
right_child=1 10 -4 -5 5 6 -8 8 9 -11 11 -13 -14
leaf_value=-0.0014149554839172876 -0.007951726999356791 0.0054518871807509306 -0.0027629701567055505 0.0088617069439954118 -0.00156914414310381 0.011693983096608544 0.0024413468324216148 0.0085911595077833303 0.0073941774256978303 0.003005972452420431 0.0028393716397272424 -0.0018819812831341 0.0043519278429555277
leaf_weight=99 52 57 55 52 54 56 52 86 64 1502 86 100 52
leaf_count=99 52 57 55 52 54 56 52 86 64 1502 86 100 52
internal_value=0 -0.000152366 0.00329371 0.00345976 0.00331589 0.00356785 0.00725565 0.00334027 0.00349691 0.00318646 0.00150924 0.000291351 0.00700679
internal_weight=0 295 2072 2017 1965 1866 108 1758 1704 1566 243 186 138
internal_count=2367 295 2072 2017 1965 1866 108 1758 1704 1566 243 186 138
is_linear=0
shrinkage=0.16829


Tree=9881
num_leaves=17
num_cat=0
split_feature=44 10 41 3 481 49 52 52 12 15 42 0 3 0 15 42
split_gain=0.0895116 0.119139 0.0893663 0.0504612 0.0737408 0.0654877 0.0619786 0.0724631 0.0587094 0.0770658 0.0450627 0.0584675 0.0565036 0.0431427 0.0424482 0.0316221
threshold=0.081805000000000017 -0.089679999999999982 0.079395000000000007 -0.081184999999999993 -0.08452999999999998 0.13022500000000004 -0.081594999999999987 -0.13993999999999998 0.084475000000000008 0.0056700000000000006 0.11457500000000002 -0.069884999999999989 -0.017449999999999997 -0.050379999999999994 -0.46140499999999995 0.090705000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 7 13 9 -8 11 14 -13 -6 -5 -10
right_child=-2 2 -4 5 6 -7 8 -9 15 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0051034133655397818 0.0092979789394334843 -0.0016730784989160059 -0.0025359172464861448 -0.002809809873874258 0.0054528437526472672 -0.0031438900111771455 0.0046142370983993132 -0.0031244497301653826 0.0034597862613799063 0.012969726211951131 -0.0012662724220564117 0.0073173258164759567 0.0022596580111286478 9.5734319791541164e-05 0.002129048469411852 0.0071513617380399288
leaf_weight=61 52 72 98 53 109 69 81 67 502 52 96 124 129 71 654 77
leaf_count=61 52 72 98 53 109 69 81 67 502 52 96 124 129 71 654 77
internal_value=0 0.00222583 0.00242498 0.00265131 0.00350378 0.00186848 0.00389432 0.00158631 0.00469247 0.00789455 0.00219769 0.00254596 0.00474562 0.00334974 0.00175627 0.00395382
internal_weight=0 2315 2254 2156 1031 1125 959 247 712 133 1056 960 253 180 707 579
internal_count=2367 2315 2254 2156 1031 1125 959 247 712 133 1056 960 253 180 707 579
is_linear=0
shrinkage=0.16829


Tree=9882
num_leaves=16
num_cat=0
split_feature=3 0 0 4 48 3 43 0 151 130 0 4 3 3 0
split_gain=0.0663779 0.0517024 0.127753 0.0701122 0.0715025 0.0535138 0.0562951 0.0509947 0.0567798 0.0454013 0.029775 0.0279826 0.0239896 0.0176583 0.00808251
threshold=0.30835000000000007 -0.023359999999999995 0.047740000000000012 0.36766000000000004 0.10990500000000002 -0.097829999999999986 -0.088689999999999977 -0.048199999999999993 0.0014250000000000003 0.10383500000000001 0.13134000000000004 0.42405000000000009 0.41647500000000004 -0.24154499999999998 -0.083489999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 14 8 9 -7 13 -5 -2 -4 -1
right_child=12 2 10 11 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.004753784419235252 -0.0047169687379300168 -0.0046786133981482391 -0.0011002888056355535 -0.0041739334515899533 0.0077258777421741649 0.0025239481465767701 0.010048513487370228 0.007338402125568127 -0.0024424439349376749 -0.001515404252346364 0.0057965341490141386 0.00064473096749047157 0.00034168905424006426 0.0030719053656783411 0.001754703959846136
leaf_weight=53 52 103 52 52 79 1383 52 54 75 83 61 98 53 63 54
leaf_count=53 52 103 52 52 79 1383 52 54 75 83 61 98 53 63 54
internal_value=0 0.00217376 2.22575e-05 0.00247556 0.00276208 0.00253749 0.00548944 0.00224209 0.00206234 0.00229403 0.00278354 -0.00101376 -0.00214644 0.00116973 0.00325702
internal_weight=0 2262 279 1983 1833 1754 159 1595 1541 1466 176 150 105 115 107
internal_count=2367 2262 279 1983 1833 1754 159 1595 1541 1466 176 150 105 115 107
is_linear=0
shrinkage=0.16829


Tree=9883
num_leaves=20
num_cat=0
split_feature=4 3 3 43 14 13 16 4 16 11 3 3 151 4 3 16 43 3 43
split_gain=2.78522 0.932737 0.371631 0.296438 0.22948 0.16086 0.154522 0.112836 0.127368 0.0861801 0.159014 0.0903912 0.0508757 0.058 0.0431776 0.0411271 0.033693 0.0313746 0.0232157
threshold=0.30163500000000004 -0.06340999999999998 0.30112000000000005 -0.042649999999999993 -0.41790499999999997 -0.0094049999999999984 -0.49181999999999998 -0.14538499999999996 -0.0092499999999999978 0.080705000000000013 -0.12077499999999998 -0.073949999999999988 -0.083559999999999982 -0.088499999999999981 -0.070494999999999988 -0.082084999999999991 0.062770000000000006 1.0000000180025095e-35 -0.085349999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -2 -3 17 -5 15 10 -1 12 18 -14 -13 -9 -15 -6 -12
right_child=4 2 -4 7 6 -7 -8 8 -10 -11 11 14 13 16 -16 -17 -18 -19 -20
leaf_value=0.00045978977694318893 0.0003734675703064338 0.0004599949418618843 0.00017922464654437855 0.00063343409449513914 0.00016466830493276811 0.00025552937142229993 3.1681134078843938e-05 0.00049651708216812672 0.00036184218899856216 0.00069532416577540391 0.00072366487818011495 0.00047083876581441265 0.00070972838319252076 0.00060525010308078804 0.0005803834107367189 0.00061019782781345075 0.00053600433600961333 0.0002724305781594391 0.00062788276237389098
leaf_weight=93 64 85 54 86 61 85 79 98 62 101 66 79 58 923 91 61 94 62 65
leaf_count=93 64 85 54 86 61 85 79 98 62 101 66 79 58 923 91 61 94 62 65
internal_value=0 0.000559536 0.000439735 0.000469153 0.000200924 0.000357969 0.000146083 0.000530606 0.000490432 0.000600032 0.000593456 0.000602465 0.000612695 0.000604898 0.000529685 0.000540352 0.000598884 0.000219274 0.000676408
internal_weight=0 2101 531 477 266 170 202 307 221 1570 1469 1376 1206 1075 170 159 1017 123 131
internal_count=2367 2101 531 477 266 170 202 307 221 1570 1469 1376 1206 1075 170 159 1017 123 131
is_linear=0
shrinkage=0.0032998


Tree=9884
num_leaves=27
num_cat=0
split_feature=4 1 16 1 47 16 11 16 1 50 16 4 16 4 16 16 4 4 160 4 16 133 13 133 160 16
split_gain=2.92725 0.60184 0.33194 0.279901 0.250485 0.231753 0.176528 0.164492 0.155493 0.405209 0.257534 0.175624 0.146296 0.104475 0.0901631 0.0749869 0.0713882 0.0687102 0.113834 0.0484055 0.0681517 0.0338543 0.0496575 0.0321746 0.0131765 0.0104729
threshold=0.30163500000000004 0.104035 0.51148500000000008 0.13052500000000003 0.085505000000000012 -0.0094449999999999968 0.080705000000000013 -0.53299999999999992 0.077800000000000022 0.083640000000000006 -0.078074999999999992 -0.096364999999999992 -0.44470499999999996 0.03851000000000001 -0.0101 -0.0021749999999999994 0.16421000000000002 -0.025139999999999999 -0.012955 -0.082734999999999989 -0.080894999999999981 -0.00191 -0.050754999999999995 0.11524500000000001 0.0065900000000000012 -0.10803999999999998
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 6 4 7 5 -3 8 -2 13 10 -10 -12 -5 14 19 -13 25 18 -16 20 -1 -11 -23 -21 -19 -15
right_child=3 2 -4 12 -6 -7 -8 -9 9 21 11 15 -14 16 17 -17 -18 24 -20 23 -22 22 -24 -25 -26 -27
leaf_value=0.00066713643141398443 0.00018655691500613699 0.00044090009891685196 0.00066109763896255867 0.00023948210108637851 0.00052654154288542395 0.00017683032951556349 0.00077768056805995996 0.00042122068081936788 0.00030677289052514426 0.00061603522808105873 0.00037106969446772591 0.00052556492711937277 1.4877833260647258e-05 0.00055489305538247268 0.00043081872510613244 0.00066395204033553525 0.00065650231941870318 0.00061566640074191238 0.00060909520022772658 0.00065701332437169164 0.0008054169603984965 0.00062885528492749479 0.00076966949356461892 0.00057571175808684982 0.00067891180192521778 0.00048995985827713186
leaf_weight=139 56 73 66 55 97 73 68 80 72 82 57 109 75 60 60 76 58 113 122 355 59 53 68 72 81 88
leaf_count=139 56 73 66 55 97 73 68 80 72 82 57 109 75 60 60 76 58 113 122 355 59 53 68 72 81 88
internal_value=0 0.000587709 0.000452773 0.000220067 0.000396047 0.000309107 0.000610957 0.000324853 0.00060436 0.000555858 0.000481182 0.000532927 0.000110174 0.000625106 0.000639271 0.000582606 0.000556105 0.000597943 0.000550516 0.000664077 0.000708519 0.000671193 0.000708282 0.000643387 0.000642255 0.000516522
internal_weight=0 2101 309 266 243 146 1792 136 1724 517 314 242 130 1207 1001 185 206 376 182 625 198 203 121 427 194 148
internal_count=2367 2101 309 266 243 146 1792 136 1724 517 314 242 130 1207 1001 185 206 376 182 625 198 203 121 427 194 148
is_linear=0
shrinkage=0.0032998


Tree=9885
num_leaves=16
num_cat=0
split_feature=1 1 150 123 15 150 43 0 1 475 1 15 481 50 15
split_gain=5.64553 0.780511 0.568038 0.300052 0.292944 0.457073 0.203073 0.152516 0.181128 0.125409 0.126424 0.120164 0.0695374 0.0678847 0.0356181
threshold=0.10808500000000001 0.13554500000000003 0.11235000000000002 0.080635000000000012 -0.094269999999999979 0.085310000000000011 -0.010064999999999999 -0.14989499999999997 0.085425000000000015 -0.095964999999999981 0.10322500000000003 -0.42443999999999993 -0.048124999999999994 0.11863000000000001 -0.036064999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 6 -6 -2 8 -1 -9 12 -3 14 -14 -11
right_child=1 11 -4 -5 5 -7 -8 9 -10 10 -12 -13 13 -15 -16
leaf_value=0.0010519838458211894 0.00022895528599132874 0.00029110807311580474 0.00045869456266552354 0.00059803841243716922 0.0007048024644770055 0.00033834761450402012 0.00049154199202324303 0.00094516360196911101 0.00079739961014766868 0.00079020738035037318 0.00063907360458332588 9.7729994038108905e-05 0.00079418833645422422 0.00066812797598179172 0.00089521925422620394
leaf_weight=60 68 59 56 80 99 60 62 63 66 61 59 88 1310 52 122
leaf_count=60 68 59 56 80 99 60 62 63 66 61 59 88 1310 52 122
internal_value=0 0.000371726 0.000787659 0.000797476 0.000471372 0.000566739 0.00035446 0.000806354 0.00091891 0.000797826 0.000792017 0.000175584 0.000797835 0.000789401 0.000860408
internal_weight=0 436 1929 1873 289 159 130 1793 126 1667 1604 147 1545 1362 183
internal_count=2365 436 1929 1873 289 159 130 1793 126 1667 1604 147 1545 1362 183
is_linear=0
shrinkage=0.0032998


Tree=9886
num_leaves=22
num_cat=0
split_feature=2 3 13 2 13 3 151 4 52 13 3 159 13 3 159 2 52 9 13 43 3
split_gain=0.193639 0.0790983 0.0895132 0.0749724 0.0618264 0.056038 0.0623718 0.074499 0.084059 0.0825772 0.076191 0.0502909 0.0671256 0.0454318 0.0414323 0.0350857 0.0589042 0.0339309 0.0290696 0.0295988 0.00460179
threshold=0.11556500000000001 -0.107915 -0.077549999999999994 -0.0091949999999999983 0.059130000000000009 -0.093224999999999988 -0.085164999999999977 -0.082869999999999985 0.088100000000000012 -0.0082249999999999979 0.092330000000000009 0.086110000000000006 -0.092704999999999996 -0.062184999999999997 0.087110000000000007 0.086825000000000013 -0.088004999999999986 1.0000000180025095e-35 -0.076114999999999988 -0.085349999999999995 -0.097094999999999987
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 2 -1 17 11 20 18 8 9 -8 14 12 -2 -14 -9 -4 -17 -3 19 -7 -5
right_child=4 3 15 5 -6 6 7 10 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.012777634958579835 -0.0056343821498830585 -0.0037437417263230352 0.0018764907466244515 0.0012453759713560006 -0.0053767499422268852 0.0084103140925008337 0.0011859064354406742 0.0037613649154922468 0.012039475022460978 0.0076224729239803071 -0.0021185315177725118 0.0043040818208062194 0.0048949539122768136 -0.0012269533793926165 3.5664501224027956e-05 0.0030767408680931739 0.01037917809469387 0.0022140837549431292 0.010473207148185852 0.0026650490730664163 -0.00079880358467039169
leaf_weight=54 58 55 68 69 60 52 105 936 55 124 75 75 56 88 94 65 62 53 53 52 56
leaf_count=54 58 55 68 69 60 52 105 936 55 124 75 75 56 88 94 65 62 53 53 52 56
internal_value=0 0.00387558 0.00669269 0.00348027 -0.000476105 0.0037582 0.00403542 0.00367341 0.00611081 0.00467905 0.00304534 0.00057892 -0.00079529 0.00114131 0.00342309 0.00499842 0.00665586 -0.000803359 0.0072267 0.00555496 0.000315211
internal_weight=0 2028 249 1779 337 1671 1546 1389 284 229 1105 277 202 144 1030 195 127 108 157 104 125
internal_count=2365 2028 249 1779 337 1671 1546 1389 284 229 1105 277 202 144 1030 195 127 108 157 104 125
is_linear=0
shrinkage=0.16829


Tree=9887
num_leaves=13
num_cat=0
split_feature=2 41 41 2 16 1 1446 474 160 160 2 16
split_gain=0.134116 0.0711988 0.0656068 0.0477622 0.0658772 0.119624 0.0463706 0.0449841 0.0453651 0.051354 0.0413953 0.0315266
threshold=0.11556500000000001 0.08690500000000001 0.075585000000000013 0.12162000000000002 -0.48186499999999993 0.13752500000000004 0.088980000000000017 -0.088574999999999987 0.11281500000000001 0.093500000000000014 -0.0091949999999999983 0.12292000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 -5 11 7 -1 9 10 -9 -6
right_child=3 -3 -4 4 5 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0076300157204884679 -0.0039324799526514924 -0.002843780281259992 0.0091372813909238286 0.0058366532071095628 1.4102690988525958e-05 -0.0070552456451071204 0.0070122143568822886 -0.00022365164381902717 -0.00098764768615506779 0.0070213508354977977 0.0030891312467240389 0.0052613504246452154
leaf_weight=59 82 53 55 56 88 59 88 114 81 89 1489 52
leaf_count=59 82 53 55 56 88 59 88 114 81 89 1489 52
internal_value=0 0.00322485 0.00338861 -0.000395982 0.0007342 -0.000692639 0.003223 0.00304001 0.00288625 0.00307277 0.00285242 0.00197591
internal_weight=0 2028 1975 337 255 199 1920 1832 1773 1692 1603 140
internal_count=2365 2028 1975 337 255 199 1920 1832 1773 1692 1603 140
is_linear=0
shrinkage=0.16829


Tree=9888
num_leaves=31
num_cat=0
split_feature=1 52 1 0 0 1 39 15 4 52 52 52 1 47 43 4 160 52 43 4 0 15 52 15 4 13 132 13 43 0
split_gain=6.56382 1.33329 0.760129 0.700467 0.334603 0.243576 0.28026 0.231754 0.296257 0.222958 0.350381 0.21239 0.144067 0.136676 0.161479 0.130683 0.126739 0.116142 0.0919806 0.204518 0.140405 0.0921466 0.0727584 0.0720174 0.0548917 0.031985 0.0216685 0.029022 0.0179505 0.00909529
threshold=0.10282000000000001 -0.41304999999999997 0.12500000000000003 -0.076539999999999983 0.12539500000000003 0.15022500000000003 0.087735000000000021 -0.030229999999999996 -1.0000000180025095e-35 -0.087239999999999984 -0.032354999999999988 0.12469000000000001 0.081005000000000008 1.0000000180025095e-35 -0.049364999999999992 -0.16772499999999999 -0.012309999999999998 0.0052050000000000004 -0.0040649999999999983 -0.076689999999999994 -0.089179999999999995 0.085790000000000019 -1.0000000180025095e-35 -0.092729999999999993 -0.062109999999999992 -0.078934999999999991 -0.083284999999999984 -0.085409999999999986 -0.073404999999999984 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 7 12 6 -4 9 18 25 -11 13 16 14 -3 -14 -5 22 20 21 -9 -20 -12 -19 -18 -1 -22 -28 -26 -23
right_child=1 2 5 4 -6 -7 -8 8 -10 10 17 -13 15 -15 -16 -17 24 23 19 -21 26 29 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.00099328828862614896 0.00097953491754184134 0.00038765915163740424 0.00053234660563074537 0.0006875203484231361 0.00060176347922928945 0.00013837816774877078 0.00024704105927591836 0.0011968790509109407 0.0012428252989386877 0.00065724367510456671 0.0009493615205606069 0.00078573325829339941 0.0010895720323432965 0.00068839633195773092 0.00059268915675233234 0.00087842140461814454 0.00092867050825700119 0.0010651883280680798 0.0011266826190141392 0.00077213220206978574 0.0010847849851241495 0.00099136843222223268 0.00079168918087158826 0.00092043381526492958 0.00086338612771013116 0.0011043511286106095 0.0010578242868227864 0.00098928976777162858 0.00076791596462005862 0.00091466983256172335
leaf_weight=67 68 75 81 56 56 53 71 53 65 59 64 53 56 61 99 83 96 88 52 55 55 56 74 76 55 70 108 347 56 57
leaf_count=67 68 75 81 56 56 53 71 53 65 59 64 53 56 61 99 83 96 88 52 55 55 56 74 76 55 70 108 347 56 57
internal_value=0 0.000545875 0.000485988 0.000954726 0.000842747 0.000332022 0.000399311 0.000992802 0.00102641 0.000935497 0.000891834 0.00059546 0.000876229 0.000552397 0.000504517 0.000963743 0.000829843 0.000937548 0.0010084 0.000949151 0.0010315 0.00100794 0.000865068 0.000998322 0.000868176 0.00105029 0.00101424 0.00100563 0.000815538 0.000952992
internal_weight=0 561 493 1804 458 205 152 1346 848 498 361 288 402 235 174 139 263 302 783 220 563 165 138 164 207 137 510 455 111 113
internal_count=2365 561 493 1804 458 205 152 1346 848 498 361 288 402 235 174 139 263 302 783 220 563 165 138 164 207 137 510 455 111 113
is_linear=0
shrinkage=0.0032998


Tree=9889
num_leaves=20
num_cat=0
split_feature=1 52 52 12 11 40 0 12 4 0 457 4 52 13 0 39 4 1453 52
split_gain=4.20003 0.905121 0.299933 0.279408 0.234797 0.205359 0.183582 0.164441 0.126601 0.22264 0.111281 0.159936 0.109849 0.0917949 0.0846676 0.0899754 0.050083 0.0439431 0.0237003
threshold=0.10282000000000001 -0.41304999999999997 0.15788000000000005 -0.085719999999999977 0.080455000000000013 -0.085444999999999979 -0.070644999999999986 0.086885000000000004 -0.50388999999999984 -0.010949999999999998 0.082380000000000009 0.082475000000000007 -0.085254999999999984 -0.097199999999999995 -0.061654999999999995 0.088025000000000006 0.036620000000000007 -0.044999999999999991 0.016565000000000003
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 5 -1 6 -3 10 12 -8 16 11 13 -7 -5 15 -14 18 -15 -10
right_child=1 2 -4 4 -6 7 8 -9 9 -11 -12 -13 14 17 -16 -17 -18 -19 -20
leaf_value=0.00051291181815266921 0.00075402942354704306 0.00012901468771368184 0.00058020557774454066 0.00089788523314601265 0.00092532816945009946 0.00017018025724643281 0.00079198312364063507 0.00047651244071501375 0.00066006177118060644 0.0004319201964286943 0.00062929180040992609 0.00060668585163272325 0.00043403688288048113 0.00065643907634224793 0.00024789536624296682 0.00027032312121889776 0.00057961545320244184 0.00075720967383141862 0.00075466359836723297
leaf_weight=67 68 55 54 52 67 52 57 83 73 56 95 83 114 55 79 56 52 1082 65
leaf_count=67 68 55 54 52 67 52 57 83 73 56 95 83 114 55 79 56 52 1082 65
internal_value=0 0.000396701 0.000347343 0.000723775 0.000731888 0.000318619 0.000724107 0.000345685 0.000649667 0.000616548 0.000740581 0.000748865 0.000309492 0.00075876 0.000338444 0.000380315 0.00067078 0.000752366 0.000704876
internal_weight=0 561 493 1804 1737 439 1670 384 303 246 1367 1272 301 1189 249 170 190 1137 138
internal_count=2365 561 493 1804 1737 439 1670 384 303 246 1367 1272 301 1189 249 170 190 1137 138
is_linear=0
shrinkage=0.0032998


Tree=9890
num_leaves=23
num_cat=0
split_feature=0 16 1453 1456 43 2 3 1 2 3 12 43 51 16 0 12 0 1 2 0 43 3
split_gain=0.111427 0.125579 0.0861958 0.0699695 0.0666225 0.0631279 0.0861346 0.0990459 0.113781 0.0648541 0.0708078 0.0939728 0.0461937 0.0449765 0.0513233 0.0399978 0.0408533 0.0365847 0.0360603 0.0317985 0.0291614 0.0274893
threshold=0.0037850000000000002 0.0063750000000000013 -0.081019999999999995 -0.12206499999999998 -0.027294999999999996 0.090000000000000011 0.0025650000000000004 0.083555000000000018 0.11280000000000003 0.021805000000000001 0.083885000000000015 -0.065804999999999989 -0.092119999999999994 -0.50476999999999983 -0.10490499999999998 0.090255000000000016 -0.086034999999999986 0.10374500000000002 0.11500500000000001 -0.072364999999999985 -0.085054999999999978 -0.23303499999999996
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 -2 -1 -4 -3 9 7 15 -9 10 11 20 -12 -8 -15 16 -7 -14 -17 -10 -5 -6
right_child=1 4 3 5 21 6 13 8 19 -11 12 -13 17 14 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=-0.0031641828483681641 -0.0053325453910261396 -0.002401699370047207 0.0090374759832763038 0.0072566982062323687 0.0075611405040767092 0.0022133942984047359 0.00096395313776176242 -0.0081085414350789298 0.0040834813166951813 -0.00081644221760675696 -0.00050542831155908857 0.012431855134365738 0.0040089186190294043 0.0092174972291189858 0.0031241271929901707 0.00067636773043120585 0.0082085015993159424 0.0086552851131771434 0.0047490337453610096 -0.0017609114505556874 0.0016460045166327207 0.0021299846392228527
leaf_weight=54 90 52 66 54 55 68 53 59 52 66 60 71 770 94 69 263 63 52 81 53 53 53
leaf_count=54 90 52 66 54 55 68 53 59 52 66 60 71 770 94 69 263 63 52 81 53 53 53
internal_value=0 -0.000297076 0.00345473 0.00363021 0.00252415 0.00344916 0.00235426 0.0013684 -0.00219141 0.00427894 0.00459789 0.00767053 0.00397576 0.00526246 0.00664912 0.00260125 0.00511025 0.00430504 0.00164056 0.00111634 0.00449436 0.00491249
internal_weight=0 250 2101 2047 160 1981 855 639 164 1126 1060 178 882 216 163 475 131 822 344 105 107 108
internal_count=2351 250 2101 2047 160 1981 855 639 164 1126 1060 178 882 216 163 475 131 822 344 105 107 108
is_linear=0
shrinkage=0.16829


Tree=9891
num_leaves=27
num_cat=0
split_feature=1 1 39 16 12 16 4 12 12 12 16 4 4 13 484 159 1 13 484 50 50 4 403 484 12 13
split_gain=2.67482 0.36966 0.325813 0.279204 0.258807 0.24609 0.199726 0.13735 0.111296 0.099267 0.0875072 0.0756232 0.0700701 0.0639275 0.0635991 0.0959912 0.0649485 0.0554405 0.0537546 0.0499033 0.0330499 0.0318456 0.0286328 0.0261041 0.0237298 0.00937565
threshold=0.10439500000000002 0.12337000000000002 0.081875000000000017 0.12292000000000002 0.090465000000000004 -0.013125 0.50373500000000015 0.11769500000000001 0.077755000000000005 0.088105000000000003 0.21684500000000004 -0.032764999999999996 -0.083584999999999979 -0.010419999999999997 0.0038100000000000005 0.042925000000000005 0.087840000000000015 -0.057284999999999996 0.085515000000000022 0.089465000000000017 0.115 0.080165000000000014 -0.15498499999999996 0.10446500000000002 0.096265000000000003 -1.0000000180025095e-35
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 3 4 5 8 9 21 10 11 25 12 -1 -6 -4 15 16 22 -12 -16 24 -21 -3 -10 -20 -14 -2
right_child=1 6 13 -5 7 -7 -8 -9 14 -11 17 -13 19 -15 18 -17 -18 -19 23 20 -22 -23 -24 -25 -26 -27
leaf_value=0.00062716515747000042 0.00031974150348265467 0.00024371276655619633 0.00048767115694022759 0.00059707582785755602 0.00066919124918086233 0.00017581297028417 0.00010255913153707677 0.00038956431150050384 0.00058604244142633564 0.00053374393607576122 0.00055331593702932281 0.00049221694498195528 0.0005091994460474261 0.00032370524693335037 0.00049507664583304405 0.00076594642919970213 0.00055639344831922568 0.00040989003682556397 0.00068180520016165522 0.00067669619592276072 0.00056260240459383862 0.00034880342596090198 0.00066880049393028599 0.00057397340185969003 0.00057298184381204234 0.00038901253538294771
leaf_weight=90 52 62 56 60 85 68 96 57 59 52 61 100 161 52 52 86 82 63 56 62 62 72 461 57 133 54
leaf_count=90 52 62 56 60 85 68 96 57 59 52 61 100 161 52 52 86 82 63 56 62 62 72 461 57 133 54
internal_value=0 0.00031683 0.000585918 0.000396184 0.000596958 0.000342694 0.000218001 0.000546685 0.000629894 0.000414294 0.000560913 0.000556325 0.000580609 0.000409051 0.000646239 0.000660603 0.000645495 0.00048073 0.000586133 0.000562512 0.000619933 0.000300442 0.000659478 0.000627724 0.000538173 0.000355363
internal_weight=0 516 1835 286 1727 226 230 684 1043 158 627 190 503 108 853 688 602 124 165 418 124 134 520 113 294 106
internal_count=2351 516 1835 286 1727 226 230 684 1043 158 627 190 503 108 853 688 602 124 165 418 124 134 520 113 294 106
is_linear=0
shrinkage=0.0032998


Tree=9892
num_leaves=24
num_cat=0
split_feature=0 1 1453 1455 43 1 2 156 157 0 2 13 12 15 15 43 1211 15 0 43 51 1 43
split_gain=0.0887337 0.0825962 0.0752065 0.0989771 0.0586328 0.0486771 0.046272 0.065948 0.109105 0.0587196 0.0433742 0.0398717 0.0670427 0.0402234 0.036154 0.0651553 0.0470647 0.0335883 0.0529897 0.0476187 0.0705671 0.0299749 0.0104831
threshold=-0.069074999999999984 0.13730000000000001 -0.064249999999999988 0.079300000000000009 -0.08423499999999999 0.081925000000000012 0.087610000000000007 0.087205000000000019 -0.027269999999999996 -0.15270499999999995 0.113945 -0.0058249999999999994 0.085345000000000018 -0.14765999999999999 0.090455000000000021 -0.017259999999999998 1.0000000180025095e-35 0.022565000000000005 0.11535000000000002 -0.065409999999999982 -0.084389999999999979 0.10797500000000002 -0.088004999999999986
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 4 -1 6 5 -2 11 8 -8 21 -11 13 -13 -4 16 -16 -15 18 19 -6 -21 -10 -14
right_child=1 -3 3 -5 17 -7 7 -9 9 10 -12 12 22 14 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0014433776008990456 -0.0041338335225944217 -0.004216185802204446 -0.00067519541781075113 0.0093004636145726446 0.0043432012200630664 0.0025749537284340536 -0.0049615791481842225 0.0065444754549720428 -0.0038260524821069146 0.0026887643297287254 0.007009779224213147 0.010975525786625619 0.0056687297503159647 0.005448746180051328 -0.002879136008229425 0.0049067983111809209 0.0001697391794790774 0.0055579311473440748 0.0055713681657403131 0.0026352473741404442 -0.0050828345249468053 0.0017462976032427051 0.0022841939213079248
leaf_weight=82 72 72 53 87 61 53 59 102 53 448 78 64 57 407 53 71 55 101 81 65 69 56 52
leaf_count=82 72 72 53 87 61 53 59 102 53 448 78 64 57 407 53 71 55 101 81 65 69 56 52
internal_value=0 0.00110664 0.00351841 0.00375951 0.00187365 -0.00127494 0.0034586 0.00254138 0.00195044 0.00259549 0.00333294 0.00435554 0.00663539 0.00373549 0.00413748 0.00156445 0.00482418 0.00292238 0.00195141 0.000438517 -0.00132558 -0.000946711 0.00407057
internal_weight=0 574 1777 1695 502 125 1608 796 694 635 526 812 173 639 586 124 462 377 276 195 134 109 109
internal_count=2351 574 1777 1695 502 125 1608 796 694 635 526 812 173 639 586 124 462 377 276 195 134 109 109
is_linear=0
shrinkage=0.16829


Tree=9893
num_leaves=27
num_cat=0
split_feature=12 2 2 2 2 12 0 151 11 30 39 0 1429 160 2 2 12 403 2 0 2 2 403 0 0 0
split_gain=4.53624 1.0706 0.991401 0.901842 0.747766 0.42871 0.325221 0.277505 0.176346 0.14228 0.140629 0.134256 0.114873 0.102684 0.100624 0.0855297 0.0661114 0.0605109 0.0567628 0.0394781 0.0561923 0.0530072 0.0202561 0.0145682 0.00990724 0.0333599
threshold=0.077755000000000005 0.14271500000000001 0.12454500000000002 -1.0000000180025095e-35 0.094120000000000023 0.089885000000000007 -0.10324499999999999 -0.067694999999999991 0.075910000000000019 0.085875000000000021 0.089130000000000015 -0.072529999999999983 0.084690000000000015 -0.12602499999999997 0.10859000000000001 0.090000000000000011 0.085185000000000025 -1.0000000180025095e-35 0.091205000000000008 -0.04478999999999999 0.084145000000000011 0.10672500000000001 -0.029954999999999996 -0.079524999999999985 -0.086544999999999997 -0.078664999999999985
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 3 5 9 6 8 -5 -6 12 -1 14 15 13 -2 -9 22 17 -15 -18 20 -13 -22 -7 -24 -17 -26
right_child=2 -3 -4 4 7 11 -8 10 -10 -11 -12 19 -14 16 -16 24 18 -19 -20 -21 21 -23 23 -25 25 -27
leaf_value=0.00042475311232542299 0.0010340552641419074 0.00018420511339467486 0.00048931166722487862 0.00070534094968125718 0.00038693469017058899 0.00093014324538358457 0.0010386029528071494 0.00076062540922068318 0.0010984484531497548 0.00019350466851807943 0.00046970965289097757 0.0008620726964173065 0.0007669241339306657 0.0010580218648051246 0.00059255921663872876 0.00083327814105714449 0.00089508028510357587 0.00091948158379779048 0.00077310442402330176 0.00069887519171881081 0.00065594831295134762 0.00079727275338208438 0.00088535411742655934 0.00080866413587466239 0.00071988858244718653 0.00082536588562897922
leaf_weight=66 79 88 80 72 79 96 59 71 58 53 55 71 62 52 94 85 378 139 52 99 52 80 126 53 68 84
leaf_count=66 79 88 80 72 79 96 59 71 58 53 55 71 62 52 94 85 378 139 52 99 52 80 126 53 68 84
internal_value=0 0.000522685 0.000848989 0.000576876 0.000647314 0.000866577 0.000855705 0.000555895 0.000920156 0.000322056 0.000616407 0.000812559 0.000906539 0.000918855 0.000665092 0.000845694 0.000904143 0.000957384 0.000880412 0.000756267 0.000784083 0.000741866 0.000886466 0.000862844 0.000798237 0.00077841
internal_weight=0 637 1714 549 430 1634 131 299 820 119 220 814 762 700 165 512 621 191 430 302 203 132 275 179 237 152
internal_count=2351 637 1714 549 430 1634 131 299 820 119 220 814 762 700 165 512 621 191 430 302 203 132 275 179 237 152
is_linear=0
shrinkage=0.0032998


Tree=9894
num_leaves=13
num_cat=0
split_feature=3 160 475 42 1456 456 3 42 49 43 42 50
split_gain=0.0885704 0.0644909 0.0658879 0.0593532 0.0781795 0.054241 0.0586645 0.0584517 0.0380708 0.0401164 0.0264214 0.0169067
threshold=0.31343500000000007 -0.53327999999999987 -0.088274999999999978 0.091315000000000021 -0.094079999999999983 0.089295000000000013 0.12991000000000003 0.077855000000000021 -0.046739999999999997 0.058500000000000003 0.094600000000000017 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -5 10 -10 -12
right_child=-2 2 3 8 5 -7 -8 -9 9 -11 11 -13
leaf_value=-0.0017173731930907269 -0.0023307983508996503 -0.0011652854848948624 0.0099996413831164848 -0.0021501196581645114 0.0030656333905774986 -0.0011437539509874047 0.009304133730700638 0.0053702216553271403 0.0044649372120405244 0.0056509401370754449 0.00026479769953718197 0.0035905638409252875
leaf_weight=72 84 86 61 56 961 59 58 467 76 91 226 54
leaf_count=72 84 86 61 56 961 59 58 467 76 91 226 54
internal_value=0 0.00322211 0.00338495 0.00357135 0.00407204 0.00383684 0.0040358 0.00382056 0.00196917 0.00248925 0.00167602 0.000912612
internal_weight=0 2267 2195 2109 1606 1545 1486 1428 503 447 356 280
internal_count=2351 2267 2195 2109 1606 1545 1486 1428 503 447 356 280
is_linear=0
shrinkage=0.16829


Tree=9895
num_leaves=15
num_cat=0
split_feature=1456 3 16 49 1 4 0 475 0 3 1 1 15 4
split_gain=0.118169 0.113276 0.0786519 0.0965436 0.117975 0.0672521 0.0602937 0.0744456 0.0721042 0.0584052 0.0505503 0.0446947 0.0369517 0.0324767
threshold=-0.12206499999999998 -0.0088599999999999981 -0.23071499999999998 -0.062709999999999974 0.10574000000000001 0.50609000000000004 -0.13314999999999996 -0.083494999999999986 -0.08150499999999998 0.09722500000000002 0.12220000000000002 0.11039500000000001 -0.013084999999999998 0.41816000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 13 -4 9 6 -2 8 -8 -5 11 12 -9 -3
right_child=1 2 3 4 -6 -7 7 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.003929442774324594 -0.00091281674320271117 0.001364266182086016 0.0042100052769655678 0.0033454508493554573 -0.0073181267820733795 0.0091777773885422416 0.0039110777391373978 0.0018140287252370268 0.011417780687828945 -0.003738923630393368 -0.00197803415308672 0.0074632588147958033 0.0036291012479625676 0.0064641946415859609
leaf_weight=78 98 85 71 78 98 54 92 494 61 57 55 67 916 62
leaf_count=78 98 85 71 78 98 54 92 494 61 57 55 67 916 62
internal_value=0 0.00272263 0.000328381 -0.00121264 -0.00287275 0.00330946 0.00313072 0.00336696 0.00691569 0.000340962 0.00301138 0.00319839 0.00299446 0.00352748
internal_weight=0 2288 451 304 233 1837 1783 1685 153 135 1532 1477 1410 147
internal_count=2366 2288 451 304 233 1837 1783 1685 153 135 1532 1477 1410 147
is_linear=0
shrinkage=0.16829


Tree=9896
num_leaves=20
num_cat=0
split_feature=1213 1456 3 47 16 2 16 403 13 42 3 2 160 51 456 480 1 16 16
split_gain=0.10175 0.117874 0.069627 0.0739091 0.0870443 0.0888053 0.05393 0.0427268 0.0512732 0.0960163 0.036098 0.042658 0.0302245 0.0487906 0.0353432 0.0256488 0.0212264 0.0154593 0.0147383
threshold=-0.07797999999999998 -0.12206499999999998 -0.0088599999999999981 0.096770000000000009 -0.16927999999999996 0.11891500000000001 -0.038799999999999994 0.23343000000000003 -0.006474999999999999 0.085630000000000012 -0.16048499999999996 0.10656 0.091245000000000007 0.10838000000000002 0.088285000000000016 0.085285000000000014 0.086920000000000011 -0.014754999999999999 -0.5020199999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 10 4 18 6 -6 8 9 -1 11 -3 13 14 15 -12 -8 -14 -4
right_child=1 2 3 -5 5 -7 16 -9 -10 -11 12 -13 17 -15 -16 -17 -18 -19 -20
leaf_value=0.014017772623728185 -0.0055886861029134345 0.0023187055617572712 0.0012079939614384231 0.0052008274459895551 -0.0045720820939415974 -0.0087538432247663001 0.0033939049486074713 0.001681559633676611 0.0021983279878761853 0.00470037570413037 0.0017640642711062059 0.0085373641050595205 0.0068434253444024521 -0.0017585423424915383 0.0059711608696850008 0.0045577062480682429 -0.00092014566951882485 0.00307951623059867 0.0050178508681938414
leaf_weight=52 61 70 68 67 76 53 60 71 55 81 1076 58 54 93 68 103 69 79 52
leaf_count=52 61 70 68 67 76 53 60 71 55 81 1076 58 54 93 68 103 69 79 52
internal_value=0 0.00169373 0.00191173 4.54822e-05 -0.000863543 -0.00260885 -0.00101139 0.00523299 0.00656466 0.00835678 0.00242933 0.00515057 0.00219164 0.00194916 0.00222711 0.00200965 0.00107246 0.00462123 0.0028739
internal_weight=0 2107 2046 445 378 258 205 259 188 133 1601 128 1473 1340 1247 1179 129 133 120
internal_count=2366 2107 2046 445 378 258 205 259 188 133 1601 128 1473 1340 1247 1179 129 133 120
is_linear=0
shrinkage=0.16829


Tree=9897
num_leaves=27
num_cat=0
split_feature=12 2 2 2 2 150 15 12 16 48 150 0 16 2 12 0 1213 2 1429 16 1456 0 2 15 42 15
split_gain=2.85961 0.970376 0.602752 0.473964 0.314625 0.247895 0.246329 0.203291 0.159029 0.126731 0.110694 0.143846 0.0942826 0.0908886 0.0690373 0.178708 0.101044 0.0907734 0.0678367 0.0633897 0.0571722 0.0512975 0.0442146 0.0298913 0.0193442 0.0358369
threshold=0.077755000000000005 0.13290500000000002 0.11693000000000002 -1.0000000180025095e-35 0.092155000000000015 0.083435000000000023 -0.029334999999999996 -1.0000000180025095e-35 -0.059624999999999991 0.085790000000000019 0.083205000000000015 -0.075969999999999996 0.38845000000000002 0.13775000000000001 0.099815000000000015 -0.014334999999999999 -0.082994999999999985 0.085600000000000023 0.08401500000000002 -0.027864999999999997 -0.078314999999999982 -0.081444999999999976 0.083815000000000014 0.091735000000000025 -0.0098899999999999978 -0.095244999999999982
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 6 3 8 19 7 10 -6 -1 13 11 20 -13 -4 15 16 17 22 21 -5 -2 -18 -8 -16 -22 -26
right_child=1 -3 9 4 5 -7 14 -9 -10 -11 -12 12 -14 -15 23 -17 18 -19 -20 -21 24 -23 -24 -25 25 -27
leaf_value=0.00013055574282354071 0.00055487812843454075 0.00022938784465826814 0.00025816749072737156 0.0005593947793806252 0.00037222540759423729 0.00023342773755595031 0.00077019067542355424 0.00060748665011364582 0.00038285059165016436 0.0003439476351533057 0.00045853399914119915 0.00042902693138287089 0.00059693934639772073 7.4877142275103911e-05 0.00055303212333949244 0.0008500156325248505 0.00070087656682539837 0.000870779156779276 0.00055223063423688915 0.00071521820576984539 0.00062819479600717608 0.00063963542836635719 0.00062994625489186471 0.00065913668893611665 0.00064128167554023253 0.000732432337092404
leaf_weight=54 58 60 55 56 77 52 55 86 56 62 55 61 99 65 57 78 390 55 56 66 94 276 53 77 97 116
leaf_count=54 58 60 55 56 77 52 55 86 56 62 55 61 99 65 57 78 390 55 56 66 94 276 53 77 97 116
internal_value=0 0.000642624 0.000382785 0.000448042 0.00050954 0.000433088 0.000657388 0.000496567 0.000259317 0.000222316 0.000601893 0.000616845 0.000533143 0.000159179 0.000686697 0.000696739 0.00068319 0.000758963 0.000666034 0.000643981 0.000653439 0.00067555 0.000701693 0.000614266 0.000671945 0.000691088
internal_weight=0 1737 629 447 337 215 1677 163 110 182 580 525 160 120 1097 963 885 163 722 122 365 666 108 134 307 213
internal_count=2366 1737 629 447 337 215 1677 163 110 182 580 525 160 120 1097 963 885 163 722 122 365 666 108 134 307 213
is_linear=0
shrinkage=0.0032998


Tree=9898
num_leaves=18
num_cat=0
split_feature=4 157 1456 3 41 51 3 160 160 131 4 4 403 403 403 3 1212
split_gain=0.0667715 0.132529 0.12332 0.0789197 0.0550326 0.0479305 0.0448479 0.0396599 0.0318433 0.0525327 0.0263111 0.0376723 0.0387344 0.0578384 0.0253255 0.0204686 0.0195466
threshold=-0.047714999999999987 -0.029304999999999998 -0.089834999999999984 -0.015259999999999998 0.085095000000000018 0.12016500000000001 -0.10468499999999999 -0.40080999999999994 -0.14025999999999997 0.095205000000000026 -0.35136499999999998 -0.099704999999999974 -0.085464999999999985 -0.13252999999999998 -0.072134999999999991 -0.086049999999999988 -0.14780999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 10 5 6 -4 -8 -9 -10 -3 -12 13 15 -14 -13 -16
right_child=2 3 4 -5 -6 -7 7 8 9 -11 11 12 14 -15 16 -17 -18
leaf_value=0.0098190924522495501 -0.0064898208897281977 0.00014767891772985011 -0.0016454977789294287 -0.0021537106742373869 0.0069315246595966929 -0.0026626431435796643 0.006574474610073669 -0.0018123161931848197 0.0016716763734509015 0.0060275571324134788 0.007346361308660637 0.0059847118657707938 0.0069290126255525724 -0.0019908847796528089 0.00037832690566781831 0.0018982674772471857 0.003877050963499122
leaf_weight=79 54 78 100 88 55 74 53 63 837 87 64 54 70 92 53 103 362
leaf_count=79 54 78 100 88 55 74 53 63 837 87 64 54 70 92 53 103 362
internal_value=0 0.00318405 0.00137964 0.00263844 0.00171593 0.00147815 0.00174852 0.00207659 0.00183325 0.00208375 0.00312189 0.00341035 0.00306471 0.00134753 0.00394261 0.00331524 0.00343456
internal_weight=0 1043 1323 964 1269 1214 1140 1040 987 924 876 798 734 249 485 157 415
internal_count=2366 1043 1323 964 1269 1214 1140 1040 987 924 876 798 734 249 485 157 415
is_linear=0
shrinkage=0.16829


Tree=9899
num_leaves=18
num_cat=0
split_feature=1213 3 48 2 4 401 1447 2 0 3 4 0 4 3 3 4 0
split_gain=0.0696395 0.0498128 0.0569638 0.0530464 0.046711 0.0603648 0.0713167 0.0495755 0.0452141 0.118762 0.045045 0.106252 0.0850702 0.0619194 0.0765536 0.0340537 0.0138471
threshold=-0.07797999999999998 0.32329500000000005 0.13127500000000003 -0.013254999999999998 -0.0076349999999999986 0.080710000000000018 -0.065079999999999985 0.084095000000000017 -0.081104999999999997 -0.081129999999999994 0.066275000000000014 -0.14151499999999997 0.056815000000000011 0.077930000000000013 -0.010299999999999998 -0.08347499999999998 -0.053259999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 16 5 6 -5 -8 9 15 11 -6 -13 14 -12 -1 -2
right_child=1 -3 -4 4 10 -7 7 -9 -10 -11 13 12 -14 -15 -16 -17 -18
leaf_value=0.0031183117535496054 0.0071065320867591542 -0.0035945624263068986 0.007129039606308017 0.0069635713249080163 -0.0067783846676858122 -0.0021968536634475451 -0.00010503233703667463 0.0026205252764627028 0.0082368359587205991 0.0098895133340760819 0.0022849588717655496 0.0013697363122207335 -0.0059262948490571826 0.0060656882039130189 -0.0043710789573149058 -0.0021264218706895321 0.0031508991726721396
leaf_weight=71 53 53 52 86 72 91 256 709 66 53 181 309 53 73 67 69 52
leaf_count=71 53 53 52 86 72 91 256 709 66 53 181 309 53 73 67 69 52
internal_value=0 0.00148891 0.00162095 0.00147699 0.00127193 0.00195116 0.00231202 0.00189561 0.00441795 0.0031027 0.000242152 -0.000873016 0.00029657 0.00175548 0.000479511 0.000520575 0.00516466
internal_weight=0 2107 2054 2002 1897 1142 1051 965 259 193 755 434 362 321 248 140 105
internal_count=2366 2107 2054 2002 1897 1142 1051 965 259 193 755 434 362 321 248 140 105
is_linear=0
shrinkage=0.16829


Tree=9900
num_leaves=25
num_cat=0
split_feature=12 4 2 43 43 2 3 0 4 0 42 2 15 12 43 2 2 3 12 12 0 42 0 42
split_gain=3.25899 0.983333 0.558356 0.641199 0.60959 0.327868 0.299309 0.346313 0.203956 0.187331 0.166522 0.15364 0.210523 0.0616009 0.0597433 0.0487641 0.0472946 0.047033 0.0679574 0.0613621 0.0465133 0.0389624 0.0505794 0.0217374
threshold=0.077755000000000005 0.36766000000000004 0.14271500000000001 -0.065804999999999989 -0.097279999999999991 0.11197500000000002 -0.12077499999999998 -0.10891999999999999 -0.49269499999999994 -0.04478999999999999 0.081180000000000016 0.064660000000000009 -1.0000000180025095e-35 0.09697500000000002 0.061400000000000003 0.12131500000000002 0.093565000000000023 -0.081979999999999983 0.086795000000000011 0.083885000000000015 -0.088634999999999992 -0.090974999999999986 -0.080514999999999989 0.096575000000000008
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 6 3 4 -1 11 7 -2 -9 13 -6 -5 16 14 17 -7 -13 19 -19 -8 -16 -15 -23 -24
right_child=1 -3 -4 5 10 15 9 8 -10 -11 -12 12 -14 21 20 -17 -18 18 -20 -21 -22 22 23 -25
leaf_value=0.00067561541985922645 0.001120792809709098 0.00034387377100949715 0.00023290727625907074 0.00053046374898537525 0.00015613984989018036 0.00039467173011104137 0.00069177567871252395 0.00095197815619965924 0.00066923094733948869 0.00058080445745266329 0.00039506663284156747 0.00071554904460197294 0.00087561778482377452 0.0008181999096596134 0.00078700339823811229 0.00053793309582758696 0.00057262311992316826 0.00092649414034319023 0.00080658626386474232 0.00079164164157337282 0.0006439266733549115 0.00063770296765627659 0.00070369154738355818 0.00078674061043703899
leaf_weight=52 60 57 80 56 79 57 83 56 58 56 54 52 69 54 52 53 58 67 324 573 57 72 81 87
leaf_count=52 60 57 80 56 79 57 83 56 58 56 54 52 69 54 52 53 58 67 324 573 57 72 81 87
internal_value=0 0.000771215 0.000490658 0.000529497 0.000372276 0.000613702 0.000785693 0.000916346 0.000808433 0.000770575 0.000253413 0.000683617 0.000731334 0.000777879 0.000789136 0.000464018 0.000640508 0.00079708 0.000827223 0.00077906 0.000712507 0.000733498 0.000714294 0.000746909
internal_weight=0 1737 610 530 185 345 1680 174 114 1506 133 235 179 1450 1156 110 110 1047 391 656 109 294 240 168
internal_count=2347 1737 610 530 185 345 1680 174 114 1506 133 235 179 1450 1156 110 110 1047 391 656 109 294 240 168
is_linear=0
shrinkage=0.0032998


Tree=9901
num_leaves=25
num_cat=0
split_feature=12 12 15 150 42 15 3 12 0 3 3 12 15 160 475 42 3 0 133 0 475 52 0 52
split_gain=2.06046 0.388819 0.276453 0.378407 0.270972 0.181366 0.173054 0.171775 0.163725 0.243906 0.238847 0.123315 0.10652 0.0650966 0.0529028 0.0642099 0.0694911 0.0895215 0.0449676 0.0438846 0.0379018 0.0248047 0.0217802 0.0107374
threshold=0.077755000000000005 0.099815000000000015 -0.37478999999999996 1.0000000180025095e-35 -0.025789999999999997 -0.039984999999999993 0.094285000000000008 0.083325000000000024 -0.067659999999999984 0.11191000000000002 0.081640000000000004 -0.083114999999999981 -0.082674999999999985 -0.5335399999999999 -0.082449999999999982 -1.0000000180025095e-35 -0.085104999999999986 -0.087404999999999997 -0.114575 -0.077259999999999981 -0.085774999999999976 0.080060000000000006 -0.07883999999999998 0.092505000000000018
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 7 6 8 19 -6 -1 -2 9 11 -10 -4 -5 -9 20 21 17 -17 -18 -3 -15 22 -16 -23
right_child=1 4 3 12 5 -7 -8 13 10 -11 -12 -13 -14 14 15 16 18 -19 -20 -21 -22 23 -24 -25
leaf_value=0.00016886218698573002 0.0008131191684186569 0.00067803842237183559 0.00050838208852348264 0.0003818731127925126 0.00032184032474628509 0.00053134739148453126 0.00041003947912888382 0.0007482077459570962 0.00025227161807946937 0.00037060380313196035 0.00054077420578013105 0.00071671451143750522 0.00020860940325718744 0.00063721403632126998 0.00060031535774928324 0.00063382785988034456 0.00053535944481502618 0.00047763049034678536 0.00063161952271861897 0.00056087419706244757 0.00074162633130630661 0.00070251049641535928 0.00068624371247113711 0.00063669445994110738
leaf_weight=83 63 77 52 84 88 95 54 56 59 53 68 83 74 91 124 71 65 100 503 75 79 143 55 52
leaf_count=83 63 77 52 84 88 95 54 56 59 53 68 83 74 91 124 71 65 100 503 75 79 143 55 52
internal_value=0 0.000618492 0.00039537 0.000433293 0.000516956 0.000430793 0.000264182 0.000642729 0.000499564 0.000561892 0.000407023 0.000636729 0.000300947 0.000634686 0.000629703 0.000621082 0.000602671 0.00054269 0.000620666 0.000620459 0.000685942 0.000657367 0.000626915 0.00068514
internal_weight=0 1737 610 473 335 183 137 1402 315 188 127 135 158 1339 1283 1113 739 171 568 152 170 374 179 195
internal_count=2347 1737 610 473 335 183 137 1402 315 188 127 135 158 1339 1283 1113 739 171 568 152 170 374 179 195
is_linear=0
shrinkage=0.0032998


Tree=9902
num_leaves=14
num_cat=0
split_feature=3 9 42 402 15 42 1452 1213 15 402 16 13 1213
split_gain=0.115877 0.0763809 0.0587324 0.0811421 0.0795307 0.0572111 0.0499109 0.0395416 0.036975 0.0351915 0.0380112 0.0277078 0.00447423
threshold=0.12991000000000003 -1.0000000180025095e-35 0.10725000000000001 -0.020594999999999999 0.080840000000000009 -0.049939999999999991 0.084885000000000016 -0.12254999999999999 -0.21242999999999998 0.10718500000000002 0.0014300000000000001 -0.064754999999999993 -0.026524999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 12 7 -5 -2 10 -9 -6 -3
right_child=8 2 4 6 11 -7 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.0034042962208539478 0.010948804630048091 0.0026082529113226663 -0.0037468279914542068 -0.0010512578535686727 0.0056980481921491619 0.010080497793803694 -0.0014853970913695715 0.0035763813422561752 0.0052176315766161935 -0.0010484259760160351 0.0017464899131074897 0.00050499153889514811 0.0049311566077197
leaf_weight=63 52 52 95 76 52 69 85 1066 88 62 467 68 52
leaf_count=63 52 52 95 76 52 69 85 1066 88 62 467 68 52
internal_value=0 0.00235908 0.00252927 0.00282337 -0.000101012 0.0063075 0.00247909 0.00268183 0.00735919 0.00286083 0.00302011 0.00277029 0.00378698
internal_weight=0 2207 2144 1929 215 173 1756 1671 140 1595 1533 120 104
internal_count=2347 2207 2144 1929 215 173 1756 1671 140 1595 1533 120 104
is_linear=0
shrinkage=0.16829


Tree=9903
num_leaves=13
num_cat=0
split_feature=40 1 9 475 456 457 13 47 47 1 156 156
split_gain=0.0816987 0.0584722 0.0534354 0.0588904 0.054594 0.0724122 0.0530329 0.10082 0.0534208 0.0501399 0.045105 0.0574763
threshold=0.051255000000000002 0.14551500000000003 -1.0000000180025095e-35 -0.082449999999999982 0.089955000000000021 0.048350000000000011 -0.00016499999999999997 0.096175000000000024 0.11069000000000002 0.088415000000000007 0.088855000000000003 0.081415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 6 8 -8 -5 -7 11 -4
right_child=-2 -3 3 4 -6 9 7 -9 -10 -11 -12 -13
leaf_value=-0.0029854810497668611 -0.0043091692284798547 0.0078480237319142349 0.0038632418087834789 0.0021633693327446036 -0.0029675652338061183 0.0025554486329851093 0.0030998300533634782 0.010527853133933927 -0.003141254940174287 -0.0040274922712136649 0.00090175011022150607 0.010329794516074266
leaf_weight=54 53 54 103 1209 59 53 439 59 56 85 59 64
leaf_count=54 53 54 103 1209 59 53 439 59 56 85 59 64
internal_value=0 0.00236259 0.00222955 0.0023592 0.00206101 0.00221803 0.002509 0.00398346 0.00192712 -0.00148624 0.00493724 0.0063522
internal_weight=0 2294 2240 2186 1960 1901 1763 498 1265 138 226 167
internal_count=2347 2294 2240 2186 1960 1901 1763 498 1265 138 226 167
is_linear=0
shrinkage=0.16829


Tree=9904
num_leaves=21
num_cat=0
split_feature=2 2 2 0 150 2 39 11 52 16 0 150 0 0 12 2 2 2 43 12
split_gain=2.04323 0.93413 0.418234 0.286013 0.229595 0.228733 0.226663 0.187055 0.133263 0.204101 0.120416 0.119434 0.0814643 0.0924973 0.125513 0.0801804 0.0760236 0.0839126 0.0556013 0.0439741
threshold=0.11891500000000001 -1.0000000180025095e-35 0.099675000000000014 -0.074754999999999988 0.081245000000000026 0.14234000000000005 0.087735000000000021 1.0000000180025095e-35 0.12635000000000005 0.31615500000000002 -0.12608499999999997 0.087790000000000021 -0.086284999999999987 -0.014954999999999998 0.083970000000000017 0.088095000000000021 0.064660000000000009 0.083715000000000026 -0.013384999999999999 0.095565000000000011
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 6 7 -2 8 -5 -1 11 9 10 -4 12 16 14 -14 -13 -3 -18 -12 -11
right_child=3 2 4 5 -6 -7 -8 -9 -10 19 18 15 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.00039292067117403416 0.00010155468931616319 0.00053606417079136287 0.00027014977566713384 0.00042950021020507912 0.00027770166804425158 0.00019331259838831878 0.00012561904206819684 0.00075471434913637592 0.00065754607957742251 0.00065060314203507742 0.00053897057681503307 0.000560644139188855 0.00040227752430566549 0.00070517288735237127 0.00057267106268920048 0.00038091643917063499 0.0007657735175442494 0.00062530179413382205 0.00039648095736839902 0.000514784600493101
leaf_weight=95 98 91 52 100 58 82 55 74 53 59 57 61 52 54 706 52 56 368 70 54
leaf_count=95 98 91 52 100 58 82 55 74 53 59 57 61 52 54 706 52 56 368 70 54
internal_value=0 0.000546412 0.000566055 0.000245802 0.000471153 0.00032328 0.000295145 0.000591293 0.000503573 0.000475506 0.000405549 0.00058287 0.000591753 0.000570658 0.000561028 0.000478249 0.000624945 0.000643938 0.00046071 0.00058601
internal_weight=0 2067 1917 280 403 182 150 1514 345 292 179 1440 1327 812 758 113 515 424 127 113
internal_count=2347 2067 1917 280 403 182 150 1514 345 292 179 1440 1327 812 758 113 515 424 127 113
is_linear=0
shrinkage=0.0032998


Tree=9905
num_leaves=15
num_cat=0
split_feature=4 3 10 13 12 15 147 52 12 150 0 15 15 15
split_gain=3.25142 0.707796 0.479239 0.448658 0.256925 0.207662 0.194342 0.185146 0.153748 0.141779 0.224783 0.0633795 0.0586913 0.0435658
threshold=0.30163500000000004 0.25468500000000005 -1.0000000180025095e-35 -0.0074049999999999993 -0.010219999999999998 -0.41880499999999993 1.0000000180025095e-35 -0.082354999999999984 0.098600000000000007 0.10781 -0.14989499999999997 -0.077134999999999995 0.083185000000000023 -0.42759999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 -2 8 -4 9 10 -6 -10 -13 -5
right_child=3 -3 4 13 6 -7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=0.00046966318649787698 0.00032097754838524483 0.00037276408384231437 0.00078674993525967342 0.00057728533950103652 0.0009652078819638374 5.748165129611427e-05 0.00060857754489710304 0.00053872356847318992 0.00080144986151019866 0.00064314887149505252 0.00079361342675849018 0.00062966625848347353 0.00073868420698708023 0.00043787870958344647
leaf_weight=62 86 54 53 52 91 53 74 91 75 64 1301 110 122 53
leaf_count=62 86 54 53 52 91 53 74 91 75 64 1301 110 122 53
internal_value=0 0.000746941 0.000756814 0.000344191 0.000765783 0.000220761 0.000776388 0.000630256 0.000783411 0.000797773 0.000804856 0.000715186 0.000687147 0.000507254
internal_weight=0 2097 2043 244 1981 139 1837 144 1763 1456 1392 307 232 105
internal_count=2341 2097 2043 244 1981 139 1837 144 1763 1456 1392 307 232 105
is_linear=0
shrinkage=0.0032998


Tree=9906
num_leaves=19
num_cat=0
split_feature=13 9 16 14 42 13 49 43 16 51 13 42 16 43 16 43 130 16
split_gain=1.27142 0.931984 0.64466 0.393559 0.317687 0.255249 0.305926 0.214778 0.208349 0.165381 0.153912 0.0793132 0.0705876 0.073984 0.0694781 0.0408163 0.0287431 0.00856919
threshold=-0.28558999999999996 -1.0000000180025095e-35 -0.39442499999999997 -0.31058999999999998 0.093735000000000013 -0.077849999999999989 -0.014869999999999998 -0.074359999999999996 -0.076489999999999989 0.11144500000000002 -0.016469999999999995 0.089595000000000022 -0.092714999999999978 -0.078959999999999989 -0.096494999999999984 -0.076554999999999984 0.087820000000000023 -0.08317999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 4 -4 10 11 7 -7 16 -10 -3 12 -5 -14 -1 -13 -8 -17
right_child=1 2 3 5 -6 6 8 -9 9 -11 -12 15 13 -15 -16 17 -18 -19
leaf_value=0.00024833892777178563 0.00027937406687427287 0.00070686890000459801 0.00043479442049423905 0.00089621984117633125 0.00030251354304508288 0.00038375006921274635 0.00078688839507723245 0.00065529167397180893 0.00069316119851802231 0.00050308067716258083 0.00050776368694064233 0.00063821953615762035 0.00081776752351649909 0.00071877413015307976 0.00040988585861444855 0.00070721735752518708 0.00071557144293967281 0.00077184332681508479
leaf_weight=54 60 79 53 77 52 54 336 80 592 56 96 53 248 136 67 53 92 103
leaf_count=54 60 79 53 77 52 54 336 80 592 56 96 53 248 136 67 53 92 103
internal_value=0 0.000686019 0.000697298 0.000716886 0.000530349 0.00072482 0.000695928 0.000546127 0.000714551 0.000676789 0.000597847 0.000776944 0.00080182 0.000782799 0.000338082 0.000721907 0.000771641 0.000750113
internal_weight=0 2220 2160 1933 227 1880 1210 134 1076 648 175 670 461 384 121 209 428 156
internal_count=2341 2220 2160 1933 227 1880 1210 134 1076 648 175 670 461 384 121 209 428 156
is_linear=0
shrinkage=0.0032998


Tree=9907
num_leaves=15
num_cat=0
split_feature=15 13 48 39 13 16 16 123 13 133 1455 49 40 133
split_gain=1.62798 0.992936 0.641298 0.455522 0.248623 0.20172 0.16722 0.116382 0.112597 0.0963711 0.0934392 0.0657841 0.0654325 0.032109
threshold=-0.25061999999999995 -0.19676999999999997 0.13438000000000003 0.085245000000000015 -0.0074049999999999993 -0.53299999999999992 -0.083104999999999984 0.081990000000000021 0.034905000000000012 0.022390000000000004 0.089840000000000017 -0.0087399999999999995 -1.0000000180025095e-35 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 12 -3 11 -5 10 -10 -8 -7 -1 -13
right_child=1 2 -4 7 -6 6 8 -9 9 -11 -12 13 -14 -15
leaf_value=0.00020850958482364985 0.00021132494559718585 0.00038135959997185882 0.00019768295979046195 0.00051002173635249475 0.00036923848780271308 0.00054194940259433581 0.00059011288647839162 0.00031739570808839222 0.00045594440124973468 0.00062256068904085733 0.00044637285792087573 0.00066808007743957855 4.71303651158966e-05 0.0005980473874424053
leaf_weight=53 93 53 52 57 77 71 999 90 157 52 54 372 58 103
leaf_count=53 93 53 52 57 77 71 999 90 157 52 54 372 58 103
internal_value=0 0.000545451 0.000560518 0.000569897 0.000224928 0.000583904 0.000589822 0.000392327 0.000568692 0.000497568 0.000582775 0.000638596 0.000124503 0.000652968
internal_weight=0 2153 2060 2008 188 1861 1808 147 1262 209 1053 546 111 475
internal_count=2341 2153 2060 2008 188 1861 1808 147 1262 209 1053 546 111 475
is_linear=0
shrinkage=0.0032998


Tree=9908
num_leaves=28
num_cat=0
split_feature=1 15 13 48 13 133 133 15 12 49 52 1 12 13 48 12 160 49 159 15 12 484 160 15 12 13 12
split_gain=0.10003 0.159574 0.0826077 0.0656512 0.0840035 0.0625913 0.101963 0.0836051 0.111785 0.144906 0.0940078 0.0728881 0.0579741 0.045706 0.0417982 0.0447392 0.041573 0.0338201 0.0412896 0.0301159 0.0409722 0.0402389 0.0265561 0.0247815 0.0225427 0.0217674 0.021737
threshold=0.10932500000000002 -0.011859999999999997 -1.0000000180025095e-35 0.087730000000000016 -0.11122999999999998 0.047025000000000004 0.084335000000000007 -0.13662499999999997 0.083935000000000023 -0.069799999999999987 -0.11333999999999998 1.0000000180025095e-35 -0.077034999999999978 1.0000000180025095e-35 0.092065000000000022 0.088170000000000012 -0.079189999999999997 0.10969000000000002 0.077610000000000012 0.091305000000000011 0.094600000000000004 -0.084129999999999996 -0.007559999999999999 -0.077559999999999976 0.097940000000000013 -0.050149999999999993 0.085905000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 -7 -1 9 -9 -11 -12 -6 -4 15 16 -10 18 19 21 -21 -8 -13 -17 -25 -23 -18
right_child=1 -3 13 -5 12 6 17 8 14 10 11 22 -14 -15 -16 23 26 -19 -20 20 -22 25 -24 24 -26 -27 -28
leaf_value=0.0076417506318263153 0.0076371985065538904 -0.0069534185172382794 0.009563184890873681 -0.00412839401740356 -0.0044926435224658121 0.011945337780714852 0.00088611659165456903 0.0076866084378132945 0.0099700443476880354 0.0037106993197515139 -0.008647058646638681 -0.0042294259950131146 0.003112844092085999 0.0028267762729916432 -0.0010155440836666274 0.0056875970645904883 0.002344804131972464 0.0011319632085571673 0.0089283248475314249 -0.0015599044411638298 0.004657118826835489 0.0067525600874038744 0.00083828276014150961 0.0031318186299664525 0.00024803262341005288 0.0039844984859678054 0.0059458009325042858
leaf_weight=100 54 63 53 65 53 55 58 53 52 60 62 54 61 64 52 79 78 81 63 52 70 219 63 309 104 134 130
leaf_count=100 54 63 53 65 53 55 58 53 52 60 62 54 61 64 52 79 78 81 63 52 70 219 63 309 104 134 130
internal_value=0 0.000836643 0.00224399 0.000403605 0.00216775 0.00372852 0.00495787 0.0029746 0.00254713 -0.000267361 -0.00203873 -0.00397595 -0.000407281 0.00589367 0.00357154 0.00389112 0.00568417 0.00438755 0.00482699 0.00433885 0.00199251 0.00503095 -0.0014853 0.00293992 0.00240999 0.00570688 0.00460406
internal_weight=0 413 350 233 168 1928 732 1196 1096 292 239 179 114 117 804 752 260 677 596 533 122 411 117 492 413 353 208
internal_count=2341 413 350 233 168 1928 732 1196 1096 292 239 179 114 117 804 752 260 677 596 533 122 411 117 492 413 353 208
is_linear=0
shrinkage=0.16829


Tree=9909
num_leaves=29
num_cat=0
split_feature=12 3 12 52 52 13 42 49 133 49 52 3 42 3 3 3 52 40 484 475 133 12 3 133 42 3 13 133
split_gain=3.36612 0.750642 0.725893 0.498065 0.517905 0.455054 0.392976 0.183409 0.162617 0.149003 0.129677 0.128101 0.108795 0.129297 0.07868 0.0808891 0.0777163 0.0686826 0.0640774 0.084445 0.0681917 0.240402 0.12698 0.0432732 0.031569 0.0283103 0.0211747 0.0106387
threshold=0.077755000000000005 0.30835000000000007 0.092495000000000008 -0.087239999999999984 0.026115000000000003 -0.10099999999999999 0.128055 0.059705000000000001 0.087445000000000009 -0.0096099999999999988 -0.35673999999999995 0.06269000000000001 -0.097494999999999984 -0.098469999999999988 0.011825000000000002 0.11191000000000002 -0.54502499999999987 -0.067184999999999981 -0.012019999999999998 -0.081219999999999987 1.0000000180025095e-35 0.085775000000000004 -0.095469999999999985 0.086405000000000023 0.084835000000000008 -0.081184999999999993 -0.077849999999999989 0.089270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 11 8 -4 10 -6 14 23 16 -1 -12 -14 17 -16 -7 -5 24 -20 22 -22 -21 -2 -11 -24 -15 -23
right_child=2 -3 5 4 7 6 -8 -9 -10 18 12 -13 13 26 15 -17 -18 -19 19 20 21 27 25 -25 -26 -27 -28 -29
leaf_value=0.00068644942293519999 0.00085324170520458139 0.00028436237944238048 0.00046836546254075249 0.00054136978314932131 0.00062077448296310586 0.00081572624910253777 0.00051722680167756675 0.00087558277436403011 0.00030797563030908318 0.0010458851815684288 0.00097844544386528121 0.00089380235857120243 0.00066839623232721685 0.00091344338908518681 0.00066894830308438956 0.00048406456649978342 0.00064275647641143761 0.00038035428385718977 0.00080854189404325335 0.00074021585521080659 0.0011645419676211523 0.00085808539940082965 0.00094009514372490584 0.00072722671996085296 0.00094219925919465566 0.00087168730969590998 0.00083314620659543401 0.0009296396483353045
leaf_weight=69 84 88 52 56 74 53 53 55 52 65 58 66 54 53 56 52 69 65 87 52 54 52 250 55 94 117 298 108
leaf_count=69 84 88 52 56 74 53 53 55 52 65 58 66 54 53 56 52 69 65 87 52 54 52 250 55 94 117 298 108
internal_value=0 0.000567896 0.000849819 0.000613613 0.00055608 0.000766857 0.000791131 0.000729687 0.000476256 0.000906015 0.000815886 0.000788083 0.000841553 0.000821862 0.000514314 0.000580256 0.000718188 0.000455165 0.000922166 0.000908283 0.000921936 0.000971856 0.000896355 0.000803633 0.000984808 0.000918383 0.000845371 0.000906605
internal_weight=0 633 1708 545 410 690 638 129 281 1018 585 135 463 405 229 108 122 121 879 720 633 214 419 139 159 367 351 160
internal_count=2341 633 1708 545 410 690 638 129 281 1018 585 135 463 405 229 108 122 121 879 720 633 214 419 139 159 367 351 160
is_linear=0
shrinkage=0.0032998


Tree=9910
num_leaves=20
num_cat=0
split_feature=4 12 403 4 42 42 0 0 0 376 15 43 4 15 15 4 49 49 403
split_gain=0.164401 0.131219 0.0887426 0.0823045 0.0738921 0.176902 0.0540869 0.114902 0.0618595 0.0533332 0.0564131 0.0671436 0.0696016 0.0403979 0.035263 0.0342625 0.0528742 0.021869 0.0131906
threshold=0.30163500000000004 1.0000000180025095e-35 -0.088144999999999987 0.51326500000000019 0.083385000000000015 0.097180000000000016 -0.14989499999999997 -0.13740499999999997 -0.22607999999999998 0.083785000000000012 -0.03886499999999999 -0.22778999999999996 -0.51003499999999991 -0.40992999999999996 0.084050000000000014 0.032965000000000001 0.10290500000000001 0.091085000000000013 -0.21666999999999997
decision_type=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 14 -6 8 -8 -4 10 15 -12 -13 -2 -1 16 -9 -17 -16
right_child=1 -3 6 -5 5 -7 7 9 -10 -11 11 12 -14 -15 18 17 -18 -19 -20
leaf_value=0.0060174786241298699 0.0074019163650242978 -0.0078295701345740022 0.0034003489151195887 -0.0031244537466900966 -0.0089366280790218033 0.0032944070951161347 -0.0023427442950758486 0.0054063191654790494 0.010824888117621652 -0.0012763586870641003 -0.0022519412867552367 0.0093452302482467543 0.0032443801049327338 0.00095355352738974418 0.0030683336144893369 0.0052452461232888855 0.010656347371385978 0.0015901009021860449 -0.00060287151375563314
leaf_weight=68 52 63 64 79 61 74 88 312 65 54 58 57 824 60 52 101 67 89 58
leaf_count=68 52 63 64 79 61 74 88 312 65 54 58 57 824 60 52 101 67 89 58
internal_value=0 -0.00116608 0.00336283 0.00102241 0.000742579 -0.0022189 0.00382283 0.0035612 0.00715532 0.00389497 0.00408134 0.00327522 0.00364114 0.00396348 0.00299874 0.00540848 0.00633916 0.00354255 0.00111627
internal_weight=0 254 2092 191 313 135 1779 1650 129 1562 1508 939 881 112 178 569 379 190 110
internal_count=2346 254 2092 191 313 135 1779 1650 129 1562 1508 939 881 112 178 569 379 190 110
is_linear=0
shrinkage=0.16829


Tree=9911
num_leaves=25
num_cat=0
split_feature=1 1 39 12 1 2 4 1 12 2 1 4 1447 1429 4 12 4 1212 2 12 4 12 2 2
split_gain=5.59549 0.920138 0.560835 0.399616 0.254384 0.169884 0.145195 0.143951 0.187976 0.0747086 0.117733 0.0719931 0.0712773 0.0967418 0.0825781 0.0616169 0.0559196 0.0523526 0.0494459 0.0551004 0.0322321 0.0542204 0.029337 0.00408713
threshold=0.10752500000000002 0.13712000000000005 0.081875000000000017 0.085090000000000013 0.092655000000000015 0.098365000000000022 0.50373500000000015 0.089625000000000024 0.087965000000000015 0.12358500000000001 0.10354000000000001 0.046720000000000005 -0.086254999999999984 0.084665000000000004 -0.086179999999999993 -0.054684999999999991 0.055260000000000011 1.0000000180025095e-35 0.10364000000000001 0.095780000000000018 -0.050564999999999992 0.094835000000000017 0.085075000000000026 0.11982500000000001
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 5 15 -4 7 -3 12 -9 10 16 -5 -1 14 22 -2 18 -16 -7 -20 21 -10 -14 -17
right_child=1 6 4 11 -6 9 -8 8 20 -11 -12 -13 13 -15 17 23 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00096507071170545764 0.00033817085282849451 0.00026813689649660686 0.00075856435870223923 0.00074281230962427558 0.00044661999128682534 0.00075600573203142454 4.7469713232267398e-05 0.00058822489342173691 0.00070494846150393744 0.00064152210436092556 0.000636465500614771 0.00057022702714991727 0.00096507511307436197 0.00072712529370257432 0.00085428092986990049 0.00048503583326918519 0.00072465918750288724 0.00077915101025493249 0.00094692679884404263 0.00081015751143280023 0.00086402701895442891 0.0008531482969253094 0.0008788993221824998 0.00043069529693480545
leaf_weight=66 91 68 52 52 65 65 63 52 63 53 55 60 94 70 664 52 73 134 64 79 89 55 115 52
leaf_count=66 91 68 52 52 65 65 63 52 63 53 55 60 94 70 664 52 73 134 64 79 89 55 115 52
internal_value=0 0.000394216 0.000807956 0.00049307 0.000585563 0.000822465 0.000162283 0.000839637 0.000768057 0.000760485 0.000779145 0.00065067 0.000855826 0.000849098 0.000857542 0.000402369 0.000806946 0.000841709 0.000835657 0.000871615 0.000813062 0.000774323 0.000917826 0.000458204
internal_weight=0 438 1908 307 117 1791 131 1402 259 389 336 112 1143 1077 1007 195 281 798 208 143 207 118 209 104
internal_count=2346 438 1908 307 117 1791 131 1402 259 389 336 112 1143 1077 1007 195 281 798 208 143 207 118 209 104
is_linear=0
shrinkage=0.0032998


Tree=9912
num_leaves=18
num_cat=0
split_feature=1 1 3 39 1 4 4 12 150 1 14 1456 484 159 52 1429 3
split_gain=4.43999 0.734909 0.451026 0.448342 0.221674 0.214941 0.199656 0.193511 0.187138 0.276179 0.152996 0.110657 0.184603 0.0830545 0.0699978 0.0615647 0.0408962
threshold=0.10752500000000002 0.13712000000000005 -0.025669999999999995 0.081875000000000017 0.094790000000000013 0.07252500000000002 0.42405000000000009 0.11769500000000001 0.082965000000000025 0.087070000000000022 0.054835000000000009 -0.077604999999999993 0.081830000000000014 0.081925000000000012 0.0060650000000000009 1.0000000180025095e-35 0.11745500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 -5 -2 -3 8 10 -10 11 14 15 16 -1 -13 -4
right_child=1 6 13 4 -6 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.00075540168620090084 0.00068027071788523744 0.00027995281671080264 0.00042543534931049421 0.00065306196239958713 0.0003635625861260186 0.00042264376995186111 2.0033162569449506e-05 0.00054534233072763558 0.00074336131421174126 0.00046916074944244743 0.00090400293223257965 0.00073038583400634647 0.0005848789126611933 0.00020070210537407934 0.00091019441105958862 0.0008253158086476963 0.00029449885987224705
leaf_weight=75 80 58 57 60 57 65 73 65 93 72 63 1178 96 52 63 86 53
leaf_count=75 80 58 57 60 57 65 73 65 93 72 63 1178 96 52 63 86 53
internal_value=0 0.000342693 0.00043104 0.000711262 0.000512325 0.000565026 0.000135381 0.000724238 0.000730955 0.000623924 0.000742246 0.000735419 0.000726169 0.000310896 0.000826323 0.000736873 0.000362668
internal_weight=0 438 307 1908 117 145 131 1791 1726 165 1561 1498 1360 162 138 1264 110
internal_count=2346 438 307 1908 117 145 131 1791 1726 165 1561 1498 1360 162 138 1264 110
is_linear=0
shrinkage=0.0032998


Tree=9913
num_leaves=11
num_cat=0
split_feature=1 41 39 14 457 1 1453 475 1 16
split_gain=0.188867 0.0936184 0.0926792 0.074934 0.0518351 0.047116 0.0690059 0.0422086 0.0246013 0.0439452
threshold=0.14262000000000002 0.079395000000000007 0.098905000000000007 0.019675000000000002 0.097135000000000013 0.10915500000000002 -0.077764999999999987 -0.095964999999999981 0.11323000000000001 -0.24900499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -7 -10
right_child=-2 -3 -4 -5 -6 8 7 -9 9 -11
leaf_value=0.0097294995411354168 -0.0043514327608309708 -0.0014090152051255838 -0.0023427974305858493 0.0095722663604829918 0.0086129335858398746 -0.0016098078940544234 0.0081952724562806903 0.0037285564415740669 -0.00098229369094198458 0.004404644131615054
leaf_weight=60 85 96 64 70 66 53 63 1603 66 120
leaf_count=60 85 96 64 70 66 53 63 1603 66 120
internal_value=0 0.0037198 0.00394805 0.00414053 0.00395244 0.00379499 0.00410228 0.00389854 0.00156825 0.00248349
internal_weight=0 2261 2165 2101 2031 1965 1726 1666 239 186
internal_count=2346 2261 2165 2101 2031 1965 1726 1666 239 186
is_linear=0
shrinkage=0.16829


Tree=9914
num_leaves=24
num_cat=0
split_feature=1 3 4 0 4 147 2 2 2 124 0 3 3 481 2 15 16 15 155 475 15 2 16
split_gain=3.89062 0.801475 0.685833 0.605963 0.358606 0.232961 0.225273 0.426808 0.204056 0.190149 0.1574 0.137089 0.254376 0.134573 0.133013 0.104545 0.103472 0.0804368 0.0482343 0.0405547 0.0336203 0.0236599 0.0172451
threshold=0.10335000000000001 0.31343500000000007 -0.03463999999999999 -0.07304999999999999 -0.085574999999999984 0.08598500000000002 0.10559 -1.0000000180025095e-35 0.08673500000000002 -1.0000000180025095e-35 -0.086284999999999987 0.10703500000000001 -0.082634999999999986 -0.080074999999999993 0.12399000000000002 0.03981500000000001 -0.42618999999999996 -0.14524999999999996 1.0000000180025095e-35 -0.0048199999999999988 -0.0096849999999999974 0.10444500000000002 -0.081934999999999994
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 18 4 10 9 7 -4 -5 -6 -1 12 -8 20 15 19 -15 -18 -2 -10 -11 -21 -12
right_child=1 -3 6 8 5 -7 11 -9 14 13 22 -13 -14 16 -16 -17 17 -19 -20 21 -22 -23 -24
leaf_value=0.0010440269089357006 0.00081856083787901972 0.00016824521950840253 0.00032985300822670883 0.00049975637279641284 0.00059805173350423863 0.0005695309348186286 0.00047415040612610774 0.00067900542868516549 0.0007544337812687694 0.00097688648751525185 0.00090714359928785991 0.00049435134703791086 0.00017514659711928375 0.00092580225379306912 0.00054800136724635767 0.00082435606433221083 0.00089754400556560398 0.00077428465777030391 0.00067220510191958339 0.00058657671678186423 0.00085536745457180457 0.00068953169439157675 0.00081634590950918769
leaf_weight=87 52 88 66 72 52 53 54 92 59 55 54 60 74 62 56 86 66 857 56 53 62 62 68
leaf_count=87 52 88 66 72 52 53 54 92 59 55 54 60 74 62 56 86 66 857 56 53 62 62 68
internal_value=0 0.000457058 0.000512962 0.000776063 0.000807832 0.000785796 0.000441057 0.00053338 0.000660032 0.000795698 0.000934919 0.000363279 0.000301564 0.000804993 0.000696439 0.000728275 0.000792152 0.000783137 0.000742999 0.000680584 0.000912793 0.000642389 0.000856824
internal_weight=0 542 454 1804 1416 1207 346 158 388 1154 209 188 128 1102 316 260 985 923 108 174 117 115 122
internal_count=2346 542 454 1804 1416 1207 346 158 388 1154 209 188 128 1102 316 260 985 923 108 174 117 115 122
is_linear=0
shrinkage=0.0032998


Tree=9915
num_leaves=20
num_cat=0
split_feature=3 15 3 0 150 52 1447 52 52 0 3 0 52 0 3 15 3 3 0
split_gain=4.17295 2.48051 0.816876 0.559226 0.408534 0.335555 0.289015 0.284423 0.301725 0.412345 0.333979 0.155314 0.137006 0.127133 0.105284 0.0829617 0.0739732 0.0650656 0.0480307
threshold=0.30112000000000005 -0.37478999999999996 -0.059629999999999996 -0.010949999999999998 0.093625000000000014 -0.12005499999999998 -0.082869999999999985 -0.08929999999999999 -0.078074999999999992 -0.061994999999999995 0.092330000000000009 -0.14582499999999995 0.085175000000000015 -0.097074999999999981 0.06269000000000001 0.083590000000000012 0.41303000000000006 -0.00079499999999999981 -0.08397499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 6 7 -5 15 14 -9 10 -10 -8 13 -13 -4 -3 -2 -1 -14
right_child=16 2 4 5 -6 -7 11 8 9 -11 -12 12 18 -15 -16 -17 -18 -19 -20
leaf_value=0.00028098451820340799 0.00018451966807265391 0.0009134342891714964 0.00074596332184467655 0.00082309825404220023 0.00041239061284631932 0.00047804113142519664 0.0010158565128740632 0.00044478926753531829 0.00089976832185280277 0.00050901514356959494 0.00058361659587634416 0.0006826814969988482 0.00091033945266932631 0.00081676168408572703 0.00095004639242615946 0.0010952760100721866 9.4386333114222374e-06 0.00043076242918688114 0.00084152757601772355
leaf_weight=85 53 57 56 53 57 75 52 59 117 78 54 90 226 732 60 61 53 53 272
leaf_count=85 53 57 56 53 57 75 52 59 117 78 54 90 226 732 60 61 53 53 272
internal_value=0 0.000767748 0.000795935 0.000831523 0.00067615 0.000621192 0.000849568 0.000711526 0.00065857 0.000709084 0.000800137 0.000835939 0.000828825 0.000802124 0.000851827 0.00100774 9.73115e-05 0.000338763 0.000872826
internal_weight=0 2237 2099 1618 481 128 1490 424 308 249 171 1372 1320 822 116 118 106 138 498
internal_count=2343 2237 2099 1618 481 128 1490 424 308 249 171 1372 1320 822 116 118 106 138 498
is_linear=0
shrinkage=0.0032998


Tree=9916
num_leaves=11
num_cat=0
split_feature=3 14 15 148 43 157 51 484 475 51
split_gain=0.124597 0.0591324 0.113971 0.0654299 0.0691721 0.050737 0.0439053 0.0479326 0.0797703 0.0433848
threshold=0.31370500000000007 -0.24175999999999997 -0.41880499999999993 -0.0084749999999999982 -0.0084099999999999991 0.17142500000000002 0.13775500000000004 0.082450000000000009 -0.083589999999999984 0.10271500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 9 -9 -5
right_child=-2 2 3 5 -6 -7 -8 8 -10 -11
leaf_value=0.0092771419963295233 -0.0017611081578596506 -0.0025069790822473746 0.00481126784521815 0.0047292695290047284 -0.0035862952395865726 -0.00025486022832253453 0.00887783933972385 0.0023046700000382151 0.0097243556391797617 0.0007792639798122464
leaf_weight=74 91 65 56 1594 55 53 80 61 130 84
leaf_count=74 91 65 56 1594 55 53 80 61 130 84
internal_value=0 0.0045766 0.00441607 0.00462989 0.000634128 0.00485054 0.00499029 0.00482293 0.00736412 0.0045326
internal_weight=0 2252 2178 2113 111 2002 1949 1869 191 1678
internal_count=2343 2252 2178 2113 111 2002 1949 1869 191 1678
is_linear=0
shrinkage=0.16829


Tree=9917
num_leaves=15
num_cat=0
split_feature=3 39 43 12 159 43 1428 3 3 15 43 15 16 16
split_gain=0.0881774 0.0462977 0.0445935 0.0692708 0.0495757 0.0459975 0.0452629 0.0635282 0.0424467 0.0419868 0.031649 0.061491 0.0400075 0.0312418
threshold=0.31534000000000006 0.10076500000000001 -0.15786499999999998 0.093225000000000016 -0.0020949999999999996 0.10597500000000001 1.0000000180025095e-35 -0.15078499999999997 -0.081084999999999977 0.086555000000000007 -0.011584999999999998 -0.0087849999999999977 -0.069604999999999986 -0.0079449999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 7 -6 -9 -7 12 -12 -4 -14
right_child=-2 -3 4 -5 5 9 -8 8 -10 -11 11 -13 13 -15
leaf_value=0.01027339057583347 -0.0018746344563235848 0.00015962122579382177 0.003368312114873968 0.0032040106649289797 -0.0012685076740365068 0.0085124691541484457 0.0075780999365647923 0.0041128776584024003 0.0022157773892585195 0.0026987673924686352 0.0073566103885261153 -0.00028151601038733129 0.010700007429016433 0.0059266589725629681
leaf_weight=78 80 96 72 81 97 89 61 683 666 60 56 63 76 85
leaf_count=78 80 96 72 81 97 89 61 683 666 60 56 63 76 85
internal_value=0 0.00379568 0.00395593 0.00668331 0.00373907 0.00335081 0.00306955 0.00287812 0.00317761 0.00618344 0.00556055 0.0032978 0.00670849 0.00819108
internal_weight=0 2263 2167 159 2008 1656 1507 1446 1349 149 352 119 233 161
internal_count=2343 2263 2167 159 2008 1656 1507 1446 1349 149 352 119 233 161
is_linear=0
shrinkage=0.16829


Tree=9918
num_leaves=18
num_cat=0
split_feature=1 1 52 16 0 147 0 1 42 47 49 157 0 0 16 1 16
split_gain=5.45645 1.01193 0.503222 0.291404 0.269303 0.200192 0.191177 0.16809 0.130754 0.128098 0.101211 0.0718521 0.0685526 0.0813839 0.0468678 0.0423825 0.0268128
threshold=0.12007000000000002 0.10282000000000001 -0.41304999999999997 -0.38959499999999997 -0.14310999999999999 0.086575000000000013 -0.14857499999999998 0.084885000000000002 0.077855000000000021 0.085505000000000012 0.12992500000000004 -0.082819999999999991 -0.076539999999999983 -0.088374999999999995 0.31615500000000002 0.13820500000000002 -0.0084099999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 15 -4 6 7 -1 -6 -5 11 16 13 -13 -14 -2 -8
right_child=3 2 4 9 8 -7 10 -9 -10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=0.00088574770946988441 2.1084944015480373e-05 0.00070134477747036089 0.00020267072281255597 0.00010197938459358797 0.000352464941367446 0.00042001272689002163 0.00065406440622600161 0.00062466197895496146 0.00054278847263174808 0.00030310267115580744 0.00047463036427176225 0.0005917140124750631 0.00056258005427246437 0.00065490592779139157 0.00065876832492947201 -0.00010637339466260755 0.00075300475918826134
leaf_weight=59 58 56 85 87 96 52 78 52 69 58 52 358 324 668 73 55 63
leaf_count=59 58 56 85 87 96 52 78 52 69 58 52 358 324 668 73 55 63
internal_value=0 0.000593595 0.000417964 8.47278e-05 0.000354346 0.000623785 0.0006299 0.000763755 0.000432268 0.000182672 0.000620684 0.000625517 0.000618259 0.000632891 0.000580356 -4.06406e-05 0.000698522
internal_weight=0 2085 306 258 250 1779 1727 111 165 145 1616 1564 1423 1026 397 113 141
internal_count=2343 2085 306 258 250 1779 1727 111 165 145 1616 1564 1423 1026 397 113 141
is_linear=0
shrinkage=0.0032998


Tree=9919
num_leaves=19
num_cat=0
split_feature=1 4 3 147 12 14 2 14 1 3 3 2 4 1455 13 0 4 42
split_gain=7.31688 1.21073 0.925385 0.598316 0.46141 0.428165 0.416634 0.358546 0.176711 0.168582 0.312581 0.159917 0.140212 0.148142 0.103015 0.0881986 0.0750058 0.0283641
threshold=0.10557500000000002 0.27044500000000005 -0.048154999999999996 0.087350000000000025 -0.036614999999999988 -0.42214499999999994 0.11626500000000002 0.062655000000000016 0.077800000000000022 0.25468500000000005 -0.0047649999999999993 0.12051500000000002 -0.082869999999999985 0.083760000000000015 -0.083739999999999995 -0.084794999999999995 -0.49432999999999994 0.09087000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 8 -3 7 12 -1 10 -4 -7 15 14 -14 -6 -17 -2
right_child=1 5 9 -5 6 11 -8 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19
leaf_value=0.00079417415596028996 0.00086889924445624237 0.00048917440199703894 0.00032794831948241047 0.00052361742844982324 0.0010399651228500857 0.0002629045808996365 0.00066754840839878778 0.0011512321581038888 0.00053182568202887704 0.00025663881294067756 0.00067229765137649645 6.3856567360502688e-05 0.00092651662669616377 0.00073508047693868878 0.00085655905519343935 0.0010038422067982777 0.00088459879548167955 0.00075083300098169792
leaf_weight=61 52 58 64 55 89 87 89 61 54 52 53 90 386 83 648 86 222 53
leaf_count=61 52 58 64 55 89 87 89 61 54 52 53 90 386 83 648 86 222 53
internal_value=0 0.000416859 0.000565998 0.000864186 0.000874695 0.000242819 0.000888732 0.000901208 0.000671291 0.000414415 0.000484237 0.000161893 0.000891111 0.000871771 0.000882709 0.000945438 0.000918008 0.000809639
internal_weight=0 509 274 1834 1779 235 1664 1575 115 169 117 177 1514 1117 1034 397 308 105
internal_count=2343 509 274 1834 1779 235 1664 1575 115 169 117 177 1514 1117 1034 397 308 105
is_linear=0
shrinkage=0.0032998


Tree=9920
num_leaves=21
num_cat=0
split_feature=12 2 2 2 2 2 14 41 12 12 43 2 52 51 2 2 43 132 2 2
split_gain=7.15251 2.25256 1.50701 1.74926 0.564769 0.305304 0.294209 0.433923 0.153142 0.136306 0.133129 0.0760542 0.0756424 0.0729835 0.0685636 0.0633736 0.0574186 0.0487602 0.0255218 5.501e-05
threshold=0.077755000000000005 0.13459500000000005 0.10981000000000002 0.064660000000000009 0.14530500000000005 0.094955000000000025 0.057600000000000005 0.075585000000000013 0.10733000000000002 -1.0000000180025095e-35 -0.073404999999999984 0.088930000000000023 -0.53937999999999986 -1.0000000180025095e-35 0.090225000000000014 0.088135000000000005 -1.0000000180025095e-35 -0.083284999999999984 0.12611000000000003 0.087855000000000003
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 6 3 10 13 19 7 8 11 -7 -1 15 -13 -4 -10 17 -14 -2 -15 -5
right_child=1 -3 4 5 -6 9 -8 -9 14 -11 -12 12 16 18 -16 -17 -18 -19 -20 -21
leaf_value=0.0002508616945078139 0.0010291141300153767 0.00028090464843405662 0.00049700696701418566 0.00094779757760405584 5.3751732198884363e-05 0.00056295774226554763 0.0011639390407279049 0.00061357296939685473 0.00071848170564403375 0.00078070272707150736 0.00045502695843413027 0.00099447813329430639 0.00090445256315613504 0.00038841444801524254 0.00087033374592499141 0.0010663570534654118 0.00081795345153535756 0.00093387929240573524 0.00029089654590158675 0.00089889291304647045
leaf_weight=86 72 63 54 52 75 58 52 53 53 73 60 81 339 82 102 52 126 772 52 58
leaf_count=86 72 63 54 52 75 58 52 53 53 73 60 81 339 82 102 52 126 772 52 58
internal_value=0 0.000894432 0.00048939 0.000620455 0.000296396 0.000793236 0.000917121 0.000909322 0.000919115 0.000684565 0.000335007 0.00092989 0.000897976 0.000393008 0.000818637 0.000949299 0.00088109 0.000942045 0.000350835 0.000922332
internal_weight=0 1765 650 387 263 241 1702 1650 1597 131 146 1442 546 188 155 896 465 844 134 110
internal_count=2415 1765 650 387 263 241 1702 1650 1597 131 146 1442 546 188 155 896 465 844 134 110
is_linear=0
shrinkage=0.0032998


Tree=9921
num_leaves=27
num_cat=0
split_feature=1 1 16 123 14 0 13 123 0 0 43 0 43 43 160 475 0 16 480 160 0 160 43 43 16 16
split_gain=9.76554 1.44607 0.915991 0.786229 0.356738 0.26879 0.25516 0.238157 0.191659 0.17953 0.178903 0.12552 0.111901 0.145179 0.119749 0.104584 0.0961944 0.0786466 0.0617373 0.0674257 0.0563528 0.0433331 0.0475905 0.0407128 0.0124872 0.00271181
threshold=0.10538500000000002 0.12419000000000001 0.39524000000000009 0.080635000000000012 0.062655000000000016 -0.076539999999999983 -0.072559999999999986 0.081180000000000016 -0.099329999999999988 -0.13740499999999997 -0.069434999999999983 -0.14216999999999999 0.085460000000000022 -0.048514999999999996 -0.069009999999999988 -0.0048199999999999988 -0.083914999999999976 -0.123625 0.086995000000000017 -0.014774999999999998 -0.095264999999999989 -0.014989999999999998 0.043850000000000007 -0.015804999999999996 0.39524000000000009 -0.013125
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=3 2 7 4 5 8 20 9 11 -2 -8 -1 13 14 -7 -15 18 -13 19 -10 -3 25 -23 -17 -16 -18
right_child=1 6 -4 -5 -6 12 10 -9 16 -11 -12 17 -14 15 24 23 21 -19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0009395048373063528 0.00040992083155216581 0.00016868108200152282 0.00093290923313577218 0.00059073311010837432 0.0011662735465902982 0.00065921432875855714 0.00016485279339745291 0.00028540827685020749 0.001050147672237095 0.00062751230966576871 0.00042510208941297259 0.00085396038327907012 0.00071461022835187394 0.0010503083404010554 0.00081924675291738711 0.00095678390188832997 0.00083205559386196563 0.0006769768213441222 0.0008730462938495772 0.00096880466996131405 2.0979660844097266e-05 0.00095758487658955673 0.0008444878794696514 0.00084293474384386567 0.00089732681777038824 0.00088738419764761395
leaf_weight=91 79 54 56 82 64 52 52 62 186 90 66 63 64 56 84 59 54 54 53 351 60 297 54 115 52 65
leaf_count=91 79 54 56 82 64 52 52 62 186 90 66 63 64 56 84 59 54 54 53 351 60 297 54 115 52 65
internal_value=0 0.000396997 0.000553672 0.00090798 0.000922301 0.000913358 0.000203027 0.000461583 0.000938828 0.000526006 0.000310715 0.000845777 0.000846283 0.000866359 0.000796954 0.000922937 0.000957054 0.000772577 0.000985966 0.000997045 9.12525e-05 0.000920685 0.000940286 0.000881741 0.00084936 0.000862573
internal_weight=0 519 287 1896 1814 1750 232 231 1268 169 118 208 482 418 188 230 1060 117 590 537 114 470 351 174 136 119
internal_count=2415 519 287 1896 1814 1750 232 231 1268 169 118 208 482 418 188 230 1060 117 590 537 114 470 351 174 136 119
is_linear=0
shrinkage=0.0032998


Tree=9922
num_leaves=24
num_cat=0
split_feature=3 156 1 13 2 1427 0 457 1 49 1212 1212 13 2 15 2 2 0 43 1 15 49 0
split_gain=0.108413 0.110291 0.0926799 0.0914212 0.0739699 0.0691528 0.068828 0.0538943 0.0431662 0.0410907 0.047395 0.0696437 0.0794297 0.0333879 0.0316377 0.0948695 0.0482155 0.0293954 0.0319184 0.0209188 0.0322634 0.0169128 0.00877094
threshold=-0.023394999999999996 0.097880000000000009 0.10574000000000001 -0.011494999999999998 0.114805 0.083935000000000023 0.024745000000000003 0.079590000000000008 0.085540000000000019 0.0093850000000000027 0.11930500000000001 0.041590000000000009 -0.082404999999999992 0.085775000000000004 -0.090909999999999977 0.089775000000000008 0.11144000000000001 -0.082349999999999993 -0.082219999999999988 0.084755000000000011 -0.031659999999999994 0.11151500000000002 -0.095584999999999989
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 7 4 -4 6 9 19 -8 10 11 14 -13 -14 15 -1 -16 18 -11 -2 -21 -19 -20
right_child=1 -3 3 -5 -6 -7 8 -9 -10 17 -12 12 13 -15 16 -17 -18 21 22 20 -22 -23 -24
leaf_value=0.0070934282223122863 0.0052455873369542192 0.010320911067454985 0.0068426398487976782 -0.0037959530188092804 -0.0003665178142816746 0.011570672682809842 -0.0011962646442311457 0.0087964382601930634 0.0046966795060057057 0.011579254571699591 0.01051373481223057 -0.0019948242146623878 0.0024310268901070417 0.008291351012365571 0.0059332553861304264 -0.0017386747391373125 0.010663857052744767 0.0033346978423487955 0.0091017038088928304 -0.001232149302634471 0.0045666481301313037 0.007406934880695464 0.0062322871146285883
leaf_weight=86 87 57 70 98 94 60 61 69 82 80 54 72 61 52 836 57 67 56 53 53 55 65 90
leaf_count=86 87 57 70 98 94 60 61 69 82 80 54 72 61 52 836 57 67 56 53 53 55 65 90
internal_value=0 0.00327924 0.00251276 0.000263113 0.00269961 0.00592225 0.00572998 0.00473856 0.00217034 0.00604136 0.00559888 0.00538182 0.00235576 0.00514371 0.0059153 0.00356038 0.00628624 0.007689 0.00884856 0.00329348 0.00170431 0.00553711 0.00730834
internal_weight=0 583 526 262 164 1832 1772 264 143 1629 1285 1231 185 113 1046 143 903 344 223 195 108 121 143
internal_count=2415 583 526 262 164 1832 1772 264 143 1629 1285 1231 185 113 1046 143 903 344 223 195 108 121 143
is_linear=0
shrinkage=0.16829


Tree=9923
num_leaves=17
num_cat=0
split_feature=4 15 11 1456 16 1 16 16 1429 0 1213 0 15 0 0 42
split_gain=0.0964306 0.138656 0.0565902 0.0590263 0.054713 0.0719726 0.145336 0.0766318 0.0793637 0.141465 0.052424 0.0510601 0.0486469 0.0356429 0.0469799 0.0234829
threshold=0.30163500000000004 -0.4680149999999999 0.091795000000000015 -0.091834999999999986 -0.066924999999999985 0.10008000000000002 0.022165000000000004 -0.039889999999999988 0.084770000000000012 -0.096594999999999986 -0.10156 -0.07304999999999999 -0.026169999999999995 -0.15653499999999998 -0.13892999999999997 -0.096284999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 10 7 -7 -6 9 -9 -5 -3 -8 -12 -15 -16
right_child=1 11 -4 4 5 6 12 8 -10 -11 13 -13 -14 14 15 -17
leaf_value=0.008905746794459957 0.0065591067003719179 0.00099502934818613978 0.010116056798721759 0.0014958291852251854 -0.00014124141480582767 -0.0047329152132211698 0.0080882072828211745 0.012951416349778705 0.00019926311243065445 0.0047031553940695405 0.010060317456703457 -0.0050199870028267684 0.0016594181487470656 0.00081691616780441825 0.0091248700161004372 0.0055484673440510824
leaf_weight=88 90 89 55 92 96 82 55 66 90 573 52 72 87 58 58 712
leaf_count=88 90 89 55 92 96 82 55 66 90 573 52 72 87 58 58 712
internal_value=0 0.00126469 0.0047594 0.00461885 0.0044313 0.00358321 0.000897865 0.00431015 0.0048988 0.0055579 0.00534472 -0.00168376 0.00416209 0.00574507 0.00547189 0.00582019
internal_weight=0 251 2164 2109 2021 1049 224 825 729 639 972 161 142 880 828 770
internal_count=2415 251 2164 2109 2021 1049 224 825 729 639 972 161 142 880 828 770
is_linear=0
shrinkage=0.16829


Tree=9924
num_leaves=29
num_cat=0
split_feature=1 3 2 3 3 48 2 12 43 0 40 1 2 402 0 42 49 133 133 3 0 42 484 16 0 484 2 133
split_gain=2.92207 0.624584 0.2193 0.203958 0.167535 0.15471 0.0990622 0.0986311 0.0980059 0.0956732 0.090359 0.089512 0.0916479 0.0774756 0.070687 0.0683318 0.06118 0.0509888 0.170712 0.0498011 0.0467649 0.0911882 0.0484283 0.0375027 0.0243048 0.0242524 0.0213364 0.0069773
threshold=0.10439500000000002 -0.031844999999999991 0.11444000000000001 -0.069909999999999986 0.30835000000000007 0.089350000000000013 0.064660000000000009 0.088125000000000023 0.053035000000000006 -0.065489999999999979 -0.063404999999999989 0.087135000000000004 0.092495000000000008 0.085345000000000018 -0.061204999999999989 0.10909000000000001 -0.0096099999999999988 -0.035819999999999991 -0.42189999999999994 -0.082384999999999986 -0.090164999999999981 0.084645000000000012 -0.081554999999999989 0.0060650000000000009 -0.059914999999999989 0.088000000000000009 0.095935000000000006 -0.040449999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 7 5 10 -5 8 16 -2 -3 12 -8 15 27 17 -1 18 -9 -15 21 -18 -22 26 -25 -24 -19 -14
right_child=1 4 -4 6 -6 -7 11 13 -10 -11 -12 -13 14 19 -16 -17 20 23 -20 -21 22 -23 25 24 -26 -27 -28 -29
leaf_value=0.00068108442223537274 0.00075197944165763099 0.0004087122659208559 0.00042248696259559234 0.00051535637036893834 0.00020997294368634698 0.0005163796819649722 0.00078491792343678873 0.00072731319003732794 0.00061993180104429871 0.00056835527385404251 0.00025144361241399567 0.00056794801027231943 0.00066431863180384568 0.00084566205309103196 0.00056034949844414904 0.00076601683875254952 0.00073766886641425569 0.00072055099221986685 0.00046557227387407981 0.00069750605657898084 0.00067395928344492694 0.00093695384459996172 0.00078733896323126336 0.00061229472226103222 0.000699826873123124 0.00070505942655328972 0.00064131798650006162 0.00073185267381793207
leaf_weight=98 54 75 80 67 92 64 79 56 63 80 89 95 53 57 68 88 52 227 55 52 69 54 295 124 60 56 56 57
leaf_count=98 54 75 80 67 92 64 79 56 63 80 89 95 53 57 68 88 52 227 55 52 69 54 295 124 60 56 56 57
internal_value=0 0.000422253 0.000560489 0.000699032 0.000329698 0.000377854 0.000634121 0.000717611 0.000747044 0.000642616 0.00032358 0.000656627 0.00068927 0.000691475 0.000646622 0.000677703 0.000759821 0.000664196 0.000597939 0.000775305 0.000774423 0.000839524 0.000757909 0.000679869 0.000641029 0.000774312 0.000704997 0.000699634
internal_weight=0 534 214 1881 320 228 419 1462 687 134 164 352 257 775 178 666 624 578 111 109 526 106 420 467 184 351 283 110
internal_count=2415 534 214 1881 320 228 419 1462 687 134 164 352 257 775 178 666 624 578 111 109 526 106 420 467 184 351 283 110
is_linear=0
shrinkage=0.0032998


Tree=9925
num_leaves=15
num_cat=0
split_feature=13 39 14 47 13 13 150 160 40 43 43 13 402 13
split_gain=1.34159 1.33811 0.342508 0.272854 0.218601 0.260119 0.268119 0.127258 0.0915803 0.146983 0.184711 0.0494586 0.0316641 0.0346798
threshold=-0.28558999999999996 0.081875000000000017 0.076975000000000002 0.11043500000000002 -0.10099999999999999 -0.077849999999999989 0.082965000000000025 -0.080844999999999986 -0.084709999999999994 -0.081204999999999986 -0.073404999999999984 -0.48634999999999995 -1.0000000180025095e-35 -0.091914999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 -2 12 7 -7 -3 -10 -11 -1 -6 -14
right_child=1 8 -4 -5 5 6 -8 -9 9 10 -12 -13 13 -15
leaf_value=0.00037464259552448694 0.00051808380488788791 0.00033121709008935733 0.0009285933070992511 0.00051061112140421926 0.000835233874426315 0.00059850090073720213 0.00049247758177947145 0.00069947148671112942 0.00062347142391941867 0.00026699306629656935 0.0005198687533034302 0.00024021327462999057 0.00067331688270830822 0.0007567140041207476
leaf_weight=62 78 70 64 98 55 167 88 891 52 55 76 62 71 480
leaf_count=62 78 70 64 98 55 167 88 891 52 55 76 62 71 480
internal_value=0 0.00066084 0.000689581 0.000681629 0.000690768 0.000698436 0.000668924 0.000683567 0.000434411 0.000473692 0.000413968 0.000307712 0.000754186 0.000746032
internal_weight=0 2245 1992 1928 1830 1752 1146 1058 253 183 131 124 606 551
internal_count=2369 2245 1992 1928 1830 1752 1146 1058 253 183 131 124 606 551
is_linear=0
shrinkage=0.0032998


Tree=9926
num_leaves=18
num_cat=0
split_feature=0 1452 43 12 12 12 43 10 1 43 1 52 4 42 403 51 160
split_gain=0.101335 0.0551749 0.0643093 0.0741912 0.0577336 0.109111 0.059767 0.0858556 0.0379344 0.0373802 0.0293862 0.0279094 0.0420256 0.0520619 0.0317146 0.0281179 0.0327468
threshold=0.14486500000000005 0.087755000000000014 -0.15318999999999997 0.086115000000000011 0.083885000000000015 0.08073000000000001 -0.084964999999999985 -0.011239999999999998 0.11744000000000002 0.0077000000000000011 0.078015000000000015 -0.0093349999999999978 -0.082249999999999976 -0.0033799999999999998 -0.0041249999999999993 -0.17169499999999996 0.014995000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -8 11 -9 -5 15 13 -13 -14 -6 -17
right_child=-2 -3 4 10 8 -7 7 9 -10 -11 -12 12 14 -15 -16 16 -18
leaf_value=0.013272008696642999 -0.0021505192738485121 0.0092784140046928386 -0.00074292208068960845 0.0079700521364542542 0.0075298956089895419 -0.0017410757284613313 0.011345930324806569 0.0046507388334072024 0.0011196240169673941 -0.00011148132256029355 0.0028380962960431414 0.0065303440628031667 0.0037045954687516111 0.012734357496304917 0.0061366692119605827 0.0026479013069441388 0.0064333896653453919
leaf_weight=53 56 86 60 75 64 101 52 401 61 52 57 157 231 52 472 250 89
leaf_count=53 56 86 60 75 64 101 52 401 61 52 57 157 231 52 472 250 89
internal_value=0 0.00507222 0.00490898 0.00792722 0.00463466 0.00334102 0.00425268 0.00484978 0.00525949 0.00410012 0.00576759 0.00545016 0.00597052 0.00808252 0.00534007 0.00426812 0.00364703
internal_weight=0 2313 2227 185 2042 666 565 505 1376 453 132 1315 912 209 703 403 339
internal_count=2369 2313 2227 185 2042 666 565 505 1376 453 132 1315 912 209 703 403 339
is_linear=0
shrinkage=0.16829


Tree=9927
num_leaves=19
num_cat=0
split_feature=2 1213 1213 43 2 42 15 15 2 15 48 1447 156 159 42 15 1 1
split_gain=0.0974655 0.0848788 0.100716 0.0553696 0.123074 0.0458489 0.0458808 0.0368197 0.0344776 0.032158 0.0314915 0.0320905 0.0327768 0.0368523 0.0198181 0.0363426 0.0188516 0.0145713
threshold=0.10859000000000001 -0.09897499999999998 -0.40446999999999994 -0.16205499999999998 0.086315000000000017 0.091840000000000019 -0.0087849999999999977 -0.42075999999999997 0.13290500000000002 -0.26826999999999995 -0.082959999999999992 -0.050039999999999994 0.090705000000000022 0.090695000000000012 0.088415000000000007 -0.0070899999999999991 0.085425000000000015 0.10962000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 9 -5 -7 -2 -9 14 13 -13 15 -12 -14 -11
right_child=5 3 -4 7 -6 8 -8 10 -10 17 11 12 16 -15 -16 -17 -18 -19
leaf_value=0.0047679456893043202 -0.00073937000913362001 0.014406292593179911 -0.0050992588298433396 0.00033889538883935701 0.0036332475665012969 0.007183719949420987 -0.0024929011795064974 0.0087597308389534227 0.0020456243643382725 0.0017485778906086164 0.0050999850140580139 0.0043396853788947058 -0.00038818424215059083 0.007526994645100149 0.0041402080307769576 0.011115410664043033 0.0038424825748409747 0.0049771460801099499
leaf_weight=64 80 54 54 55 69 68 87 56 84 82 59 1130 60 115 55 58 58 81
leaf_count=64 80 54 54 55 69 68 87 56 84 82 59 1130 60 115 55 58 58 81
internal_value=0 0.00462337 0.00023722 0.00491493 0.00837748 0.0019349 0.000814253 0.0046551 0.00435607 0.00200569 0.00480318 0.00465766 0.00438064 0.00463554 0.00684243 0.00809735 0.00167607 0.00336398
internal_weight=0 1887 118 1769 123 482 330 1646 152 243 1591 1535 1363 1245 172 117 118 163
internal_count=2369 1887 118 1769 123 482 330 1646 152 243 1591 1535 1363 1245 172 117 118 163
is_linear=0
shrinkage=0.16829


Tree=9928
num_leaves=17
num_cat=0
split_feature=2 12 2 2 14 12 49 3 2 0 3 12 12 0 16 16
split_gain=2.11357 1.19035 0.510661 0.356683 0.282745 0.256823 0.219903 0.182173 0.127995 0.097648 0.105105 0.132079 0.0930408 0.0928766 0.0868595 0.0632574
threshold=0.11197500000000002 -0.070844999999999977 0.15227000000000004 -1.0000000180025095e-35 0.076975000000000002 0.086885000000000004 0.065470000000000014 -0.15315499999999996 0.10550500000000002 -0.076539999999999983 0.086245000000000016 0.08073000000000001 0.10648500000000001 0.043875000000000004 -0.072359999999999994 -0.025314999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 7 6 14 -3 9 10 11 -9 -7 15 -2 -11
right_child=2 4 -4 -5 -6 12 -8 8 -10 13 -12 -13 -14 -15 -16 -17
leaf_value=0.00020637719466693456 0.00033224680811912562 0.00048814372120177665 0.00013350421107542317 0.00050444808566725628 0.00086125001732642711 0.0005936135979714381 0.0005007627965121559 0.00082860724820239958 0.00051256220606418225 0.00062159078043261544 0.00052105867097169598 0.00065879300064136301 0.00042373223277484103 0.00072247075573842422 0.00015452214521172902 0.00051522052120411724
leaf_weight=89 67 94 90 87 61 81 57 54 85 124 59 1113 66 52 56 134
leaf_count=89 67 94 90 87 61 81 57 54 85 124 59 1113 66 52 56 134
internal_value=0 0.00061322 0.000354191 0.000353919 0.000638897 0.000414823 0.00033071 0.000630967 0.000639228 0.000646214 0.000659702 0.000666681 0.00051758 0.00059276 0.000251618 0.000566481
internal_weight=0 1952 417 176 1776 327 180 1715 1621 1536 1226 1167 147 310 123 258
internal_count=2369 1952 417 176 1776 327 180 1715 1621 1536 1226 1167 147 310 123 258
is_linear=0
shrinkage=0.0032998


Tree=9929
num_leaves=18
num_cat=0
split_feature=2 14 0 3 3 0 15 1213 1213 43 13 0 2 3 15 3 3
split_gain=0.077367 0.101367 0.0787308 0.0678761 0.0614831 0.0575986 0.0719923 0.0475758 0.0717328 0.0355805 0.0288049 0.0287198 0.0759324 0.0580551 0.0376366 0.0274372 0.0238359
threshold=0.10859000000000001 0.076975000000000002 0.036480000000000005 -0.15315499999999996 -0.11327499999999999 -0.072864999999999985 -0.13662499999999997 -0.096064999999999984 -0.24064499999999997 0.0049250000000000014 -0.0021749999999999994 -0.076539999999999983 -0.0050599999999999994 -0.08095999999999999 -0.23041999999999999 -0.075194999999999998 -0.062184999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 6 -2 8 -6 15 -8 14 -13 -14 -9 -7 -16
right_child=2 -3 -4 4 7 9 10 11 -10 -11 -12 12 13 -15 16 -17 -18
leaf_value=-0.00082013225068710074 0.0043720462368703802 0.010831616756018611 -0.0041539541843934324 0.0092476433104455337 0.0044262030882691638 0.0031532010450095603 0.00026847954140956493 0.00049960428671943591 -0.0038710549018498562 0.0009376378951667071 -0.0048644788047064553 -0.0020166901187144443 0.00091536022227314308 0.0058813158824404911 0.0045916578384062419 0.0077536566493172044 0.0067454127707564518
leaf_weight=77 89 65 54 68 68 63 73 58 52 56 53 69 103 194 956 94 177
leaf_count=77 89 65 54 68 68 63 73 58 52 56 53 69 103 194 956 94 177
internal_value=0 0.00428472 0.00188833 0.00405017 0.00426611 0.00265488 0.000701831 0.00406304 0.000815753 0.00461782 -0.00187636 0.00431216 0.00299482 0.00416516 0.00471548 0.00591906 0.00492971
internal_weight=0 1887 482 1822 1745 428 215 1677 120 213 126 1557 366 297 1191 157 1133
internal_count=2369 1887 482 1822 1745 428 215 1677 120 213 126 1557 366 297 1191 157 1133
is_linear=0
shrinkage=0.16829


Tree=9930
num_leaves=19
num_cat=0
split_feature=4 1 16 150 2 4 16 0 4 151 151 51 0 0 0 16 0 0
split_gain=3.31304 0.96528 0.574635 0.250338 0.211951 0.190299 0.118134 0.117768 0.110844 0.104969 0.180885 0.0856921 0.0780679 0.108371 0.0791029 0.0484672 0.0459521 0.0405655
threshold=0.30163500000000004 0.104035 0.51148500000000008 0.07536000000000001 0.10672500000000001 0.50113000000000019 -0.11118499999999999 0.12500000000000003 0.053255000000000004 -0.086769999999999986 -0.093064999999999981 -0.095334999999999989 -0.081224999999999978 -0.15270499999999995 -0.079854999999999995 -0.39442499999999997 -0.093384999999999982 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -2 -7 8 9 10 -1 17 13 -13 -14 -10 -17 -11
right_child=5 2 -4 -5 -6 6 -8 -9 15 11 -12 12 14 -15 -16 16 -18 -19
leaf_value=0.00057042368738853067 8.2888828443892053e-06 0.00046409857565530671 0.00061858431540492173 0.00011822658470975958 0.00021146744516681041 0.00026574090281658173 7.1797033814500913e-05 0.00039502844665941812 0.0005534860327886062 0.00072627174850401442 0.00032012011158656233 0.00044792419038825187 0.00042623739249270445 0.00059658801275744799 0.00054773818260457586 0.00037703389573592947 0.00050149676288424431 0.00060537717699355657
leaf_weight=83 102 79 65 81 68 93 55 54 71 53 52 60 71 699 427 64 74 90
leaf_count=83 102 79 65 81 68 93 55 54 71 53 52 60 71 699 427 64 74 90
internal_value=0 0.000520436 0.000344483 0.000266186 0.000347475 0.000118315 0.000193905 0.000549089 0.000553839 0.000563682 0.000474271 0.000572279 0.00056336 0.000584882 0.000530487 0.000481382 0.00044403 0.000650431
internal_weight=0 2091 293 228 147 250 148 1798 1744 1535 135 1400 1257 759 498 209 138 143
internal_count=2341 2091 293 228 147 250 148 1798 1744 1535 135 1400 1257 759 498 209 138 143
is_linear=0
shrinkage=0.0032998


Tree=9931
num_leaves=18
num_cat=0
split_feature=1 52 3 0 52 0 3 3 0 41 15 51 15 482 15 132 131
split_gain=3.21846 0.740419 0.506681 0.243355 0.184822 0.180343 0.157713 0.263931 0.138567 0.0899959 0.0811049 0.0649715 0.054599 0.0414146 0.0357094 0.0311922 0.0380765
threshold=0.10141500000000002 -0.41304999999999997 -0.036844999999999996 -0.046734999999999992 1.0000000180025095e-35 0.10396000000000001 0.31299000000000005 1.0000000180025095e-35 -0.15503499999999998 0.07831500000000001 -0.070929999999999979 0.0045000000000000014 -0.036064999999999993 0.099135000000000015 -0.087734999999999994 0.10676500000000001 0.092320000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 6 8 7 -4 -1 11 -9 13 14 15 -13 16 -10
right_child=1 2 4 -5 -6 -7 -8 10 9 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.00054460064398199328 0.00067232757701762131 0.00058580626410865456 0.00013579980656416591 0.00031876711376924849 0.00040088423891538038 0.0004870311953565942 6.0945553076897601e-05 0.00028335945181623629 0.00068325169758800771 0.00081071092368430447 0.00046610620176325312 0.00062643694278690461 0.000682007793850329 0.00058571981481689056 0.00049926674383941134 0.00060323272990642619 0.00076188495796938492
leaf_weight=93 82 101 98 60 80 62 55 56 1174 56 53 52 76 53 54 56 80
leaf_count=93 82 101 98 60 80 62 55 56 1174 56 53 52 76 53 54 56 80
internal_value=0 0.00038115 0.000333612 0.000486507 0.000261532 0.000663918 0.000218847 0.000260631 0.000670372 0.000677656 0.000372541 0.00067281 0.000612298 0.000680864 0.000561984 0.000684687 0.000688296
internal_weight=0 585 503 161 342 1756 262 207 1694 1601 109 1545 182 1363 106 1310 1254
internal_count=2341 585 503 161 342 1756 262 207 1694 1601 109 1545 182 1363 106 1310 1254
is_linear=0
shrinkage=0.0032998


Tree=9932
num_leaves=22
num_cat=0
split_feature=96 15 0 12 0 0 0 15 0 11 12 12 16 15 0 1375 12 0 0 0 0
split_gain=0.157433 0.0996193 0.0935762 0.0672358 0.0678231 0.0572671 0.0772523 0.0801328 0.0501207 0.0445069 0.0440132 0.0983906 0.0569008 0.0390249 0.0317504 0.0264036 0.0197198 0.0204087 0.0369909 0.0241122 0.0135791
threshold=0.083595000000000017 -0.0036549999999999998 0.023440000000000003 0.083785000000000012 -0.081104999999999997 -0.14151499999999997 -0.23046999999999998 -0.097269999999999981 -0.13314999999999996 1.0000000180025095e-35 -0.094939999999999983 0.077755000000000005 -0.38959499999999997 0.12164500000000002 -0.063109999999999986 0.083945000000000006 0.085325000000000012 -0.08075499999999998 -0.086854999999999988 -0.071719999999999992 -0.096374999999999975
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 2 5 4 8 6 -1 -8 -3 13 -7 14 -13 16 20 -14 -5 18 -18 -19 -12
right_child=-2 3 -4 9 -6 10 7 -9 -10 -11 11 12 15 -15 -16 -17 17 19 -20 -21 -22
leaf_value=0.0053102773896051593 -0.0050983263830671061 0.0074177950742094568 -0.0038564119463402862 0.0021462453019985683 0.004724232596489417 0.0085240915149101728 0.0018260281367028228 -0.0067363221245635855 0.01461017926429653 0.0081068753031957787 -0.00026156214201901923 0.0098870655991904217 0.0037420952198019869 0.00031425952050662142 -0.0035169438860190041 0.0073412678638834963 0.0026417183703949104 0.0028797200476314618 0.0069800030754393512 0.0059822680801863452 0.003469382128197408
leaf_weight=70 53 59 52 83 95 57 76 52 54 97 56 52 623 66 52 65 75 205 234 112 53
leaf_count=70 53 59 52 83 95 57 76 52 54 97 56 52 623 66 52 65 75 205 234 112 53
internal_value=0 0.00416457 0.00311103 0.00534132 0.00807209 0.003426 0.000809135 -0.00163839 0.0108708 0.00468788 0.00396498 0.00367456 0.0044949 0.00425764 -8.47907e-05 0.00408474 0.00462219 0.0049476 0.00593284 0.00398156 0.00153608
internal_weight=0 2288 1208 1080 208 1156 198 128 113 872 958 901 740 775 161 688 709 626 309 317 109
internal_count=2341 2288 1208 1080 208 1156 198 128 113 872 958 901 740 775 161 688 709 626 309 317 109
is_linear=0
shrinkage=0.16829


Tree=9933
num_leaves=30
num_cat=0
split_feature=12 2 13 2 150 12 133 52 155 0 2 10 1447 2 133 49 0 0 52 52 0 52 52 2 13 12 43 160 13
split_gain=4.43222 1.65598 1.0167 0.661598 0.539255 0.399494 0.314413 0.216513 0.169807 0.176276 0.163035 0.157339 0.155076 0.144365 0.119296 0.091572 0.0523584 0.0758586 0.0860511 0.0456909 0.0413282 0.0380528 0.116675 0.0330328 0.0319745 0.0291633 0.0284386 0.024824 0.0222809
threshold=0.077755000000000005 0.13538500000000001 -1.0000000180025095e-35 0.11626500000000002 0.083680000000000018 0.092495000000000008 -0.080269999999999994 -0.08743999999999999 0.083555000000000004 -0.049744999999999991 0.084735000000000019 -0.0010949999999999998 -0.0077349999999999988 0.095935000000000006 0.056015000000000002 -0.065249999999999989 -0.092319999999999985 -0.079854999999999995 0.081680000000000016 -0.14488499999999996 -0.086854999999999988 -0.043914999999999989 0.074235000000000009 0.092300000000000007 0.087005000000000013 0.088435000000000014 0.0032700000000000003 -1.0000000180025095e-35 -0.40078499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 7 10 -1 -4 9 13 16 -8 -12 24 28 -14 -2 18 25 -17 -20 -15 -23 -21 26 -18 -7 -9 -13
right_child=1 -3 3 -5 -6 8 11 27 -10 -11 12 14 15 21 -16 19 17 -19 20 23 -22 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00058956693096793265 0.0010391809666489625 0.00029921635377325401 0.00098249824961244969 0.00039536101019197834 0.00044636283922257588 0.00078911731820454777 0.00019225712532243281 0.00079498671000323038 0.00092931332444103737 0.00058844140234930696 0.0010085732320508475 0.00035565023447819006 0.0007238771450381236 0.00079759011666860277 0.0004813933774404419 0.00093207066516114482 0.00081206995340062321 0.0010532876225771413 0.00089550338858545935 0.00085903373734018873 0.0010240996941160662 0.00057676359725619588 0.00077417783535942044 0.00077035997883527572 0.00091435207859879913 0.00091868433947704707 0.00086991752938231381 0.00068656677268695825 0.00025485937977755556
leaf_weight=62 69 60 64 84 53 156 70 52 87 54 75 52 63 52 73 91 89 52 52 347 79 61 76 63 54 53 88 58 52
leaf_count=62 69 60 64 84 53 156 70 52 87 54 75 52 63 52 73 91 89 52 52 347 79 61 76 63 54 53 88 58 52
internal_value=0 0.000838678 0.000513103 0.000646458 0.00073922 0.000858144 0.000378771 0.000828221 0.000792034 0.000769893 0.0008983 0.000325716 0.000865139 0.00078994 0.000378298 0.000846003 0.000951993 0.000933374 0.000910404 0.00086129 0.000973323 0.000717276 0.000686535 0.000845494 0.000835908 0.000852111 0.000818403 0.00073814 0.000305594
internal_weight=0 1721 620 311 227 1661 309 174 628 541 1033 247 639 487 177 564 394 325 273 501 131 189 137 410 298 142 244 110 104
internal_count=2341 1721 620 311 227 1661 309 174 628 541 1033 247 639 487 177 564 394 325 273 501 131 189 137 410 298 142 244 110 104
is_linear=0
shrinkage=0.0032998


Tree=9934
num_leaves=24
num_cat=0
split_feature=15 10 15 147 42 47 15 15 16 42 52 15 15 16 16 130 16 52 151 16 15 52 130
split_gain=2.69659 1.0897 0.555426 0.425188 0.276804 0.250679 0.242755 0.238503 0.273825 0.233575 0.106099 0.0799898 0.0698654 0.102692 0.0913651 0.0401487 0.0492211 0.0355687 0.036218 0.0355177 0.0248652 0.00296817 0.00252026
threshold=-0.25061999999999995 -1.0000000180025095e-35 0.029300000000000003 0.089365000000000014 0.079170000000000004 0.11518500000000002 0.14854500000000001 -0.14717499999999997 0.0063750000000000013 0.092475000000000016 0.055990000000000005 -0.44206999999999991 0.085610000000000006 -0.098324999999999982 -0.081934999999999994 0.016915000000000003 0.034535000000000003 -0.091234999999999983 -0.0033899999999999994 -0.050529999999999999 -0.058234999999999988 -0.070104999999999987 -0.005069999999999999
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=10 -2 3 4 5 7 12 -3 -9 17 11 -1 14 -14 22 16 -15 20 -19 -11 -6 -21 -4
right_child=1 2 6 -5 9 -7 -8 8 -10 19 -12 -13 13 15 -16 -17 -18 18 -20 21 -22 -23 -24
leaf_value=0.00036745758903855292 0.00040398401338533871 0.00092436430662073857 0.0009014154458557355 0.0004678485731814373 0.00084843095232131757 0.00048077529121079313 0.00063082648766723745 0.00062486269558038572 0.00079436827595575623 0.00062510950031427405 0.00047212587873559774 0.00019844070842417897 0.00098356379651546493 0.0008524281253414433 0.0010328397332651945 0.00075010760964592063 0.00074749327372873825 0.00086674950636104618 0.00078639975681928857 0.0007555993558988806 0.0009521088178552898 0.000702176901536158 0.00085201626479065569
leaf_weight=76 87 56 59 62 73 54 55 261 177 56 56 53 53 421 55 72 62 124 161 66 54 53 95
leaf_count=76 87 56 59 62 73 54 55 261 177 56 56 53 53 421 55 72 62 124 161 66 54 53 95
internal_value=0 0.000766598 0.000781828 0.000735456 0.000750043 0.000696212 0.000845444 0.000719691 0.000693442 0.000800237 0.000351101 0.00029829 0.000859848 0.000841216 0.000913884 0.000827559 0.000839031 0.000843549 0.000821483 0.000698066 0.000892792 0.000732102 0.000871171
internal_weight=0 2156 2069 1197 1135 548 872 494 438 587 185 129 817 608 209 555 483 412 285 175 127 119 154
internal_count=2341 2156 2069 1197 1135 548 872 494 438 587 185 129 817 608 209 555 483 412 285 175 127 119 154
is_linear=0
shrinkage=0.0032998


Tree=9935
num_leaves=18
num_cat=0
split_feature=4 11 13 13 12 13 1429 13 10 12 4 52 52 123 150 42 4
split_gain=0.22278 0.124607 0.122111 0.108381 0.0873505 0.0851723 0.0769661 0.127935 0.0574317 0.0703555 0.181456 0.0865643 0.0471379 0.042603 0.0359854 0.0383994 0.007802
threshold=0.30163500000000004 1.0000000180025095e-35 -0.099939999999999987 -0.10899499999999999 0.084345000000000017 0.078685000000000019 0.084690000000000015 -0.079149999999999984 -1.0000000180025095e-35 0.083785000000000012 -0.033449999999999987 -0.089014999999999983 -0.011954999999999999 0.086120000000000016 0.08882000000000001 -0.062334999999999995 0.50230500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -3 8 -8 -4 10 12 -12 -10 16 15 -11 -5
right_child=3 5 6 13 -6 -7 7 -9 9 14 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0046708388435384805 -0.0069390768701473133 0.01373447953908492 -0.00068877270858447065 0.0013322740363821454 0.0041998574769525942 0.0053542540921802757 0.0061053208592599696 -0.005437527375147788 0.0089630873942554666 0.0057032809948061045 0.010149320051935765 0.0023676186793223863 0.015690618763731241 -0.0028394444447433333 0.0081386187077312263 0.0035224592244944017 0.004076000791261373
leaf_weight=75 64 65 54 56 54 75 52 57 63 310 53 176 59 53 66 918 68
leaf_count=75 64 65 54 56 54 75 52 57 63 310 53 176 59 53 66 918 68
internal_value=0 0.00439939 0.0040473 -0.00100008 -0.000943597 0.00925791 0.0044044 5.26701e-05 0.00468252 0.00485994 0.00698127 0.00417647 0.0122313 0.0011372 0.00428314 0.00407446 0.00285139
internal_weight=0 2077 1937 241 129 140 1808 109 1699 1645 351 229 122 177 1294 1228 124
internal_count=2318 2077 1937 241 129 140 1808 109 1699 1645 351 229 122 177 1294 1228 124
is_linear=0
shrinkage=0.16829


Tree=9936
num_leaves=13
num_cat=0
split_feature=2 15 42 42 42 160 43 0 0 2 52 15
split_gain=0.241534 0.0787696 0.0638184 0.0703484 0.0693243 0.0595854 0.0629371 0.130988 0.0695255 0.0384159 0.0170276 0.0319388
threshold=0.14271500000000001 0.12341000000000001 -0.093464999999999979 0.11839500000000001 0.11361000000000002 -0.54512499999999997 -0.11990999999999997 -0.08075499999999998 -0.096139999999999989 0.17000000000000001 0.08321000000000002 -0.0078799999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -4 7 -7 -8 -2 11 -1
right_child=9 -3 3 -5 -6 6 8 -9 -10 -11 -12 -13
leaf_value=0.005095190971454857 -0.0013485571029162697 0.0096348908451484253 0.0086902543285518486 0.0080112492935974743 -0.0028313517668163836 0.004613909714002406 0.0012520818849217376 -0.0066985265454063076 0.0038303089553844418 -0.0073121559437227795 0.0043014244333041849 0.01074529328677969
leaf_weight=65 71 60 53 81 57 60 392 56 1242 55 73 53
leaf_count=65 71 60 53 81 57 60 392 56 1242 55 73 53
internal_value=0 0.00360468 0.00343413 0.00314347 0.00293052 0.00311367 0.00294376 -0.000831779 0.00321289 -0.00396597 0.00637846 0.00764817
internal_weight=0 2192 2132 1941 1860 1803 1750 116 1634 126 191 118
internal_count=2318 2192 2132 1941 1860 1803 1750 116 1634 126 191 118
is_linear=0
shrinkage=0.16829


Tree=9937
num_leaves=24
num_cat=0
split_feature=3 3 43 0 3 16 3 43 13 11 43 49 0 0 16 474 43 51 3 49 16 0 52
split_gain=6.2547 1.45063 1.43693 0.814564 0.556918 0.369571 0.594418 0.247702 0.231039 0.223403 0.220992 0.113788 0.190813 0.177199 0.0957923 0.098838 0.0941769 0.0731713 0.0931297 0.0663146 0.0506173 0.0402431 0.0220893
threshold=-0.052614999999999995 0.30112000000000005 -0.033174999999999989 -0.071844999999999978 0.11372500000000001 0.081265000000000018 -0.095469999999999985 -0.090809999999999988 -0.016999999999999998 1.0000000180025095e-35 0.0054600000000000004 -0.047749999999999994 -0.090164999999999981 -0.14151499999999997 0.25032500000000008 0.083685000000000023 -0.082689999999999986 0.11548000000000001 -0.086049999999999988 -1.0000000180025095e-35 -0.0070899999999999991 -0.050379999999999994 0.033770000000000008
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 7 11 10 6 -5 -2 -9 21 19 12 -1 -13 15 17 -17 18 -15 -4 -21 -7 -8
right_child=1 -3 4 5 -6 9 22 8 -10 -11 -12 13 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00078279853842079571 0.00063747446008647094 0.00023260642630037369 0.000864637203104318 0.00054650094737293542 0.0005854023250298102 0.00093313795963581656 0.000858609404023664 0.00049435577125243814 0.00022504171970861 0.001125162214085183 0.00071379850221108107 0.0012183128986927891 0.0010672018600835446 0.0010779274974041431 0.00088624739823254313 0.0012345630640818131 0.0010381402629168572 0.00090513589994673871 0.0010063187189097835 0.0010811703448301753 0.00093004650203447163 0.00081019966468105721 0.0009631129989180942
leaf_weight=54 55 98 65 85 90 81 53 79 63 62 58 59 52 333 52 54 61 57 583 53 56 56 59
leaf_count=54 55 98 65 85 90 81 53 79 63 62 58 59 52 333 52 54 61 57 583 53 56 56 59
internal_value=0 0.000601366 0.000670929 0.000989384 0.000806874 0.000857763 0.000755599 0.000448545 0.000375119 0.000958723 0.000892638 0.0010293 0.00092265 0.0010387 0.00102937 0.00103618 0.00113068 0.00102497 0.00103239 0.000952049 0.00100385 0.000883143 0.000913975
internal_weight=0 617 519 1701 322 396 197 197 142 199 232 1305 106 1199 1140 1088 115 973 916 174 109 137 112
internal_count=2318 617 519 1701 322 396 197 197 142 199 232 1305 106 1199 1140 1088 115 973 916 174 109 137 112
is_linear=0
shrinkage=0.0032998


Tree=9938
num_leaves=17
num_cat=0
split_feature=1 4 4 11 1 15 49 4 4 15 4 1456 1 43 4 4
split_gain=3.63204 0.574904 0.485255 0.287518 0.331433 0.241304 0.192408 0.161117 0.276111 0.115785 0.0894117 0.0878534 0.0849914 0.0811271 0.0671635 0.0638954
threshold=0.11684000000000001 0.30163500000000004 0.27044500000000005 1.0000000180025095e-35 0.10384000000000002 -0.41606999999999994 -1.0000000180025095e-35 -0.11205499999999999 -0.47860499999999995 -0.14524999999999996 -0.15618499999999999 -0.0083149999999999977 0.097480000000000011 -0.073404999999999984 0.51743500000000009 -0.0083249999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 7 14 -2 8 -1 -9 -5 13 -13 -11 -4 -6
right_child=2 -3 5 10 15 -7 -8 9 -10 11 -12 12 -14 -15 -16 -17
leaf_value=0.00059853138513809277 0.00014682064143146199 0.00027869908293587343 0.00020241363535241402 0.00062826797985766718 0.00044633754007751347 -0.00015026833048577349 0.00040238982200688645 0.00068477596322213518 0.00026912540554099374 0.00055355917512675448 0.00080296465624348 0.00057522264733051148 0.0004374652011737098 0.00039771734534321172 3.6036157697900344e-05 0.00029072149152448412
leaf_weight=57 54 84 55 76 70 53 81 90 55 85 60 1273 53 68 52 52
leaf_count=57 54 84 55 76 70 53 81 90 55 85 60 1273 53 68 52 52
internal_value=0 0.000546799 0.000154694 0.000558396 0.000547273 3.15151e-05 0.000300423 0.00055937 0.000437084 0.000568077 0.000705599 0.000560951 0.000569743 0.000484526 0.000121887 0.000380298
internal_weight=0 2023 295 1939 1803 160 135 1681 112 1569 136 1479 1326 153 107 122
internal_count=2318 2023 295 1939 1803 160 135 1681 112 1569 136 1479 1326 153 107 122
is_linear=0
shrinkage=0.0032998


Tree=9939
num_leaves=30
num_cat=0
split_feature=3 15 2 2 2 0 2 3 52 151 15 16 2 0 16 42 0 2 15 0 160 3 0 48 15 50 3 15 0
split_gain=2.84683 0.986083 0.597801 0.579468 0.472105 0.220079 0.217597 0.174485 0.15051 0.149647 0.123329 0.378974 0.10259 0.0821896 0.115242 0.0680905 0.0618831 0.0572941 0.0474514 0.0415917 0.0458074 0.0279704 0.0247728 0.0238728 0.0474797 0.0807776 0.0355028 0.0164421 0.00989956
threshold=-0.052614999999999995 -0.24269999999999997 0.10613000000000002 -0.007134999999999999 0.12399000000000002 -0.07304999999999999 0.12708000000000003 0.11745500000000002 -0.089014999999999983 -1.0000000180025095e-35 0.03981500000000001 0.081265000000000018 0.087830000000000005 -0.096139999999999989 -0.23071499999999998 0.10691000000000002 -0.13972999999999997 0.096685000000000007 0.097210000000000019 -0.082654999999999992 -0.077319999999999986 -0.080564999999999984 -0.084524999999999975 0.088800000000000004 -0.026169999999999995 0.083090000000000011 -0.086049999999999988 -0.087734999999999994 -0.11692999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 -3 5 12 -2 -4 -5 -10 11 -7 18 14 -14 -12 -9 -13 23 22 -21 -22 27 24 25 -1 -26 -15 -11
right_child=1 2 7 8 -6 10 -8 16 9 28 15 17 13 19 -16 -17 -18 -19 -20 20 21 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=0.0006126772312197474 0.00028386575567395365 0.0002686292951122235 0.00044700287110466166 0.0007934900985849116 0.00039807472536340074 0.00037758321621374999 1.8606213938800026e-05 0.00017033069031380447 0.00045998088786128728 0.00071352808335660445 0.00076508608334612449 0.00074477580070922888 0.00070153294938926527 0.00074884591073256059 0.00048605929231694648 0.00060418429155662749 0.00033342383953249946 0.00061133176647672736 0.00063025021435658549 0.00057086058530961227 0.00072519325390437784 0.00062961729009707805 0.00079465066607925365 0.00081305055308282049 0.00077556522035335544 0.00077728262307556479 0.00071754676383546385 0.00065995893915913727 0.0006369538750257669
leaf_weight=88 76 52 99 64 65 77 61 52 55 52 74 59 53 55 59 52 52 104 52 52 100 63 56 52 273 56 250 61 54
leaf_count=88 76 52 99 64 65 77 61 52 55 52 74 59 53 55 59 52 52 104 52 52 100 63 56 52 273 56 250 61 54
internal_value=0 0.00041333 0.000483844 0.000583722 0.000675166 0.000686153 0.000166015 0.000347384 0.000656387 0.000601667 0.000614123 0.000569436 0.000706884 0.000669178 0.000588339 0.000698962 0.000252216 0.00065985 0.000731242 0.000692482 0.000660188 0.000688469 0.000732645 0.000738496 0.000732631 0.000676935 0.000747899 0.000702407 0.000674851
internal_weight=0 617 480 277 1701 1636 137 203 225 161 366 240 1270 499 112 126 104 163 771 387 215 163 172 719 667 144 523 116 106
internal_count=2318 617 480 277 1701 1636 137 203 225 161 366 240 1270 499 112 126 104 163 771 387 215 163 172 719 667 144 523 116 106
is_linear=0
shrinkage=0.0032998


Tree=9940
num_leaves=14
num_cat=0
split_feature=4 12 1420 16 457 13 3 12 13 4 12 2 16
split_gain=0.213651 0.0920357 0.0698726 0.0676868 0.0536387 0.0948099 0.0628501 0.0530619 0.0541735 0.0543574 0.0512277 0.0813053 0.0362227
threshold=0.30163500000000004 -0.092124999999999985 -0.080064999999999983 -0.5020199999999998 0.079590000000000008 -0.08176499999999999 -0.16802999999999998 -0.086449999999999985 -0.16152999999999998 0.032965000000000001 0.054520000000000006 0.11693000000000002 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 -5 -8 -9 -10 11 -3 -7
right_child=1 10 3 4 5 12 7 8 9 -11 -12 -13 -14
leaf_value=0.010700854886951366 -0.0064387647846207291 0.0077837393648314303 0.0095700463564933023 0.0099781813541180066 0.0073287813172749402 0.001820338177415459 0.00021852962868327983 -0.00029567175078876699 0.0054052313313128425 0.002624434097072127 -0.0026735351703658541 -0.0004689449440089126 -0.0043881477888109846
leaf_weight=58 54 61 80 65 54 52 75 56 1374 236 60 75 54
leaf_count=58 54 61 80 65 54 52 75 56 1374 236 60 75 54
internal_value=0 -0.000281059 0.004916 0.00475113 0.00455413 0.00158407 0.00481626 0.00462251 0.00481969 0.00499873 0.00140629 0.00321942 -0.00132553
internal_weight=0 250 2104 2046 1966 160 1806 1741 1666 1610 196 136 106
internal_count=2354 250 2104 2046 1966 160 1806 1741 1666 1610 196 136 106
is_linear=0
shrinkage=0.16829


Tree=9941
num_leaves=18
num_cat=0
split_feature=15 15 148 11 13 42 15 0 147 51 0 1 1 51 457 1 0
split_gain=0.123341 0.0974087 0.0726782 0.0784078 0.0570392 0.0679224 0.0575515 0.0514313 0.0439725 0.0421811 0.0744854 0.0652252 0.0427217 0.0283935 0.0478647 0.0218167 0.0127205
threshold=-0.24269999999999997 -0.46503999999999995 -0.043434999999999994 0.079915000000000014 -0.088494999999999976 0.08486500000000001 -1.0000000180025095e-35 -0.068669999999999995 0.090635000000000007 0.11394000000000001 -0.13513499999999998 0.095695000000000016 0.078340000000000007 0.089530000000000012 0.078435000000000019 0.079020000000000021 -0.087284999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 6 -4 -5 -2 10 11 -6 -11 14 -12 16 -7
right_child=2 -3 3 7 9 15 -8 -9 -10 12 13 -13 -14 -15 -16 -17 -18
leaf_value=0.0032450889164274575 -0.0032185180685663228 -0.0042397231273175792 0.0028332659124234456 0.012368795674506581 0.0040553242332991169 0.0036892420163308019 -0.0044188599899985673 0.005232131216431379 0.0034069424369323844 0.0042303176572331541 0.0044591029802564935 -0.0034242719625516478 0.011031593775871016 0.0011389388497274004 0.0095187272887395265 0.0012486677652768351 0.0072646378275441703
leaf_weight=101 61 96 56 53 66 69 69 65 53 54 1256 66 53 69 56 59 52
leaf_count=101 61 96 56 53 66 69 69 65 53 54 1256 66 53 69 56 59 52
internal_value=0 -0.000393212 0.0039976 0.00422838 0.0039685 0.00184703 -0.00115553 0.00845281 -0.000122501 0.0043668 0.00413583 0.000301916 0.00761597 0.00450099 0.00467643 0.00394213 0.00524062
internal_weight=0 197 2157 2043 1925 305 125 118 114 1620 1513 132 107 1381 1312 180 121
internal_count=2354 197 2157 2043 1925 305 125 118 114 1620 1513 132 107 1381 1312 180 121
is_linear=0
shrinkage=0.16829


Tree=9942
num_leaves=22
num_cat=0
split_feature=4 39 13 4 10 15 11 43 43 51 15 42 43 15 15 15 160 51 4 15 43
split_gain=7.44345 1.65746 1.44769 0.452895 0.263232 0.207084 0.192795 0.191925 0.18847 0.133281 0.119108 0.118093 0.106689 0.151018 0.0860096 0.115838 0.079368 0.0685185 0.0263839 0.0223923 0.0187928
threshold=0.30163500000000004 0.084535000000000013 -0.23438999999999996 0.0049200000000000008 -1.0000000180025095e-35 -0.10981499999999998 1.0000000180025095e-35 -0.042649999999999993 -0.085474999999999982 -0.025359999999999997 -0.064464999999999981 0.095355000000000009 -0.0018599999999999999 -1.0000000180025095e-35 -0.46319999999999995 -0.37478999999999996 -0.034034999999999989 -0.012244999999999997 -0.069874999999999979 -0.092059999999999989 -0.034884999999999992
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 2 -1 6 -2 -5 11 8 -3 -7 19 12 16 -14 -6 -16 -4 -8 20 -11 -13
right_child=4 7 3 5 14 9 17 -9 -10 10 -12 18 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.00023475605595919192 -9.8632928948339462e-05 0.00047824500664985761 0.00075637130645390667 0.00080952627707070674 0.00025326173718326269 0.00050974075521775472 0.0010020216368896735 0.00056992328478588526 0.00021427434562786701 0.00054053727915096938 0.00075755932329034218 0.00067245568467209839 0.00060530716092611707 0.00077325678700410723 1.1191839827036512e-05 0.00021440660214445671 0.000826535687608973 0.00083445786302399519 0.00064464920535342932 0.00064061515932546144 0.00076212950344080202
leaf_weight=60 52 53 277 74 75 96 54 53 68 57 84 52 80 242 63 60 576 62 77 57 82
leaf_count=60 52 53 277 74 75 96 54 53 68 57 84 52 80 242 63 60 576 62 77 57 82
internal_value=0 0.000712313 0.000740144 0.00075634 0.000109882 0.000652015 0.000781877 0.000403414 0.000330189 0.00061225 0.000661773 0.000770897 0.000784049 0.00073164 0.000164821 0.000110607 0.000803792 0.000912765 0.000697492 0.000590885 0.000727594
internal_weight=0 2104 1930 1870 250 368 1502 174 121 294 198 1386 1175 322 198 123 853 116 211 114 134
internal_count=2354 2104 1930 1870 250 368 1502 174 121 294 198 1386 1175 322 198 123 853 116 211 114 134
is_linear=0
shrinkage=0.0032998


Tree=9943
num_leaves=16
num_cat=0
split_feature=1 124 0 11 1375 52 16 1 1 43 16 159 16 16 16
split_gain=0.0958269 0.0878936 0.122019 0.0762097 0.0649975 0.0471324 0.0612541 0.0715045 0.0841623 0.0576634 0.0883061 0.043648 0.0410657 0.0343514 0.0242916
threshold=0.11654500000000001 -1.0000000180025095e-35 -0.040094999999999992 0.08326500000000002 -0.095009999999999997 -0.53937999999999986 0.27252000000000004 0.10141500000000002 0.11189500000000001 -0.082094999999999987 0.066275000000000014 0.065430000000000016 0.51026500000000008 -0.019749999999999993 -0.4058199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 14 4 -1 -6 7 9 13 11 -11 -7 -8 -9 -3
right_child=1 2 -4 -5 5 6 12 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0021634361918563198 0.0054132264676830851 -0.0011460940063616274 -0.0077168374756891615 0.0087092663074136798 0.008029781777545238 0.0034789984796889284 -0.0036353223794395313 0.00092141302375022211 0.0064319734377641354 0.0045537974333995247 0.01096735116105114 -0.0007253974557916668 0.0030499604443772711 -0.0044763483624962134 0.0030987716278485242
leaf_weight=52 80 65 58 90 74 343 52 76 54 1056 65 87 52 59 91
leaf_count=52 80 65 58 90 74 343 52 76 54 1056 65 87 52 59 91
internal_value=0 0.000650262 -0.00112189 0.00390564 0.00368527 0.00384478 0.00367586 0.00391306 0.000810843 0.00428992 0.00492728 0.00262416 -0.000275406 -0.0014243 0.00131856
internal_weight=0 294 214 2060 1970 1918 1844 1740 189 1551 1121 430 104 135 156
internal_count=2354 294 214 2060 1970 1918 1844 1740 189 1551 1121 430 104 135 156
is_linear=0
shrinkage=0.16829


Tree=9944
num_leaves=19
num_cat=0
split_feature=4 48 124 42 1 43 1 16 1 16 47 160 160 159 159 43 43 47
split_gain=0.112494 0.0647606 0.0581475 0.0725022 0.0955493 0.0442905 0.0457611 0.101527 0.0779625 0.0403447 0.0319975 0.0386801 0.0789699 0.0467325 0.0921963 0.0463312 0.0460883 0.0321851
threshold=0.40124500000000002 0.10911000000000001 -0.0037749999999999993 0.077855000000000021 0.12180500000000001 -0.46848499999999998 0.10141500000000002 0.51303500000000013 0.10647000000000001 -0.0094449999999999968 1.0000000180025095e-35 0.0039250000000000005 0.085065000000000016 0.037030000000000007 0.091305000000000011 -0.0093649999999999983 -0.082094999999999987 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1 10 8 -8 -10 11 13 -13 15 -15 -7 -14 -12
right_child=2 -3 3 -5 -6 6 7 -9 9 -11 17 12 16 14 -16 -17 -18 -19
leaf_value=-0.0013868006894613321 0.0037184987817434818 0.0075842495195597827 0.00070286377453468148 0.0029705728883806229 -0.0088468050811925554 0.0042092646043787206 -0.0058722441886517925 0.0068431848704263555 0.0035374215089813924 -0.0018944438815869785 0.008769833244505712 0.0097334577364077222 0.00021022851615518499 -0.0055524846527161527 0.0039529112037682097 0.0020185762535572865 0.0054235080864179653 0.0037626715400086385
leaf_weight=60 65 96 54 53 65 638 57 70 97 64 65 77 80 52 65 486 123 87
leaf_count=60 65 96 54 53 65 638 57 70 97 64 65 77 80 52 65 486 123 87
internal_value=0 0.0033006 -0.000559304 -0.00218636 -0.00449824 0.00309624 0.00323432 0.00126526 -0.00051758 0.00136701 0.00357221 0.00333683 0.00513207 0.00293033 -0.000256354 0.00326364 0.00337786 0.00591571
internal_weight=0 2117 237 172 119 2021 1961 288 218 161 1673 1521 280 1241 117 1124 203 152
internal_count=2354 2117 237 172 119 2021 1961 288 218 161 1673 1521 280 1241 117 1124 203 152
is_linear=0
shrinkage=0.16829


Tree=9945
num_leaves=20
num_cat=0
split_feature=4 12 13 42 12 12 13 15 0 15 52 15 39 0 12 13 402 16 133
split_gain=2.82674 1.01449 0.573724 0.420547 0.2948 0.191044 0.141121 0.168086 0.159157 0.126705 0.160248 0.117276 0.170522 0.101353 0.0627524 0.0697997 0.0493143 0.037009 0.0440595
threshold=0.30163500000000004 -0.011819999999999999 -0.16392499999999996 -0.0043149999999999994 -0.08947999999999999 0.12701500000000002 -0.079149999999999984 0.016500000000000004 -0.097414999999999988 -0.13309999999999997 -0.095239999999999991 -0.41880499999999993 0.088025000000000006 -0.13892999999999997 0.083885000000000015 -0.087984999999999994 0.094750000000000015 -0.14251999999999995 0.088685000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 14 9 -9 -8 -11 12 -2 -13 15 -4 -10 -16 -19
right_child=11 2 5 4 -6 -7 7 8 16 10 -12 13 -14 -15 17 -17 -18 18 -20
leaf_value=0.00063987120114065781 0.00043373173941298302 0.00036991266287274174 0.00089886092734753678 0.00046464512943600886 0.00014935962450441745 0.00049321038082280689 0.0007744929835081716 0.00088826288212967574 0.00068291007722827955 0.00068164397507707269 0.00056025545186873433 0.00031399944049181677 0.00020559159913684604 0.00011229173782175633 0.00064545735421022571 0.00072158173755865554 0.00079190838112536284 0.00074438456678344337 0.000655322088982157
leaf_weight=69 102 64 52 71 60 54 61 52 477 213 282 54 56 56 73 52 55 411 80
leaf_count=69 102 64 52 71 60 54 61 52 477 213 282 54 56 56 73 52 55 411 80
internal_value=0 0.000655036 0.000678296 0.000430865 0.000320508 0.000688877 0.000694702 0.000672013 0.000711581 0.00063039 0.00061256 0.000295163 0.000353095 0.000211632 0.000733368 0.00081056 0.000694245 0.000719072 0.000729945
internal_weight=0 2126 1926 200 131 1862 1808 1140 584 556 495 268 158 110 668 104 532 564 491
internal_count=2394 2126 1926 200 131 1862 1808 1140 584 556 495 268 158 110 668 104 532 564 491
is_linear=0
shrinkage=0.0032998


Tree=9946
num_leaves=26
num_cat=0
split_feature=12 13 2 4 133 12 12 49 2 4 151 11 475 12 16 3 402 16 4 16 16 2 16 12 43
split_gain=5.3345 1.54854 1.29449 0.916464 0.693334 0.490579 0.438977 0.324211 0.470655 0.277262 0.260341 0.28894 0.164442 0.156769 0.143773 0.13604 0.124035 0.0946744 0.089202 0.0557734 0.0455145 0.0418954 0.0415857 0.0691876 0.0132612
threshold=0.054520000000000006 -0.00038499999999999998 0.13538500000000001 -0.14538499999999996 -1.0000000180025095e-35 -0.08947999999999999 0.092495000000000008 0.047620000000000003 0.093565000000000023 0.032965000000000001 -0.085764999999999994 1.0000000180025095e-35 -0.083449999999999983 0.10811000000000001 -0.15323999999999996 -0.080384999999999984 0.017910000000000006 -0.07662999999999999 -0.060264999999999992 0.26676500000000009 -0.11118499999999999 0.095545000000000005 -0.079714999999999994 0.097610000000000016 -0.071899999999999978
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=1 4 6 -3 -1 20 10 8 -5 16 -2 12 -12 24 -14 -16 18 -7 22 21 -6 -20 -8 -24 -11
right_child=2 3 -4 7 5 17 9 -9 -10 13 11 -13 14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26
leaf_value=0.00066393755073296734 0.00077552967615127988 0.0010064638256606 0.00041582887917760694 0.00070537538526979898 0.00052791162001222022 0.00024764191317236671 0.0010149661604440972 0.00082458263433753294 0.00035665552306748781 0.00074761391290791089 0.00080532879459218416 0.0011561441529335122 0.00081099959499292718 0.00056808656285889695 0.0009966084597204329 0.00087578246185428938 0.00072890175681141194 7.5451493762684487e-05 0.00093678293517702473 0.00074650125628458232 0.00039173791427736185 0.00080973277350395725 0.00085612173260667893 0.00098823645650713025 0.00083535830077461216
leaf_weight=72 89 81 61 82 55 74 64 52 88 52 84 80 66 53 600 129 57 67 69 55 59 60 113 80 52
leaf_count=72 89 81 61 82 55 74 64 52 88 52 84 80 66 53 600 129 57 67 69 55 59 60 113 80 52
internal_value=0 0.000535305 0.00088921 0.000705393 0.000377593 0.000296604 0.000906145 0.000595384 0.000525069 0.000838665 0.000948287 0.000964283 0.000946781 0.00071652 0.000961682 0.000975276 0.000877102 0.000166071 0.000896177 0.000838859 0.000457745 0.000877963 0.000937078 0.000911067 0.000791825
internal_weight=0 630 1764 303 327 255 1703 222 170 655 1048 959 879 157 795 729 498 141 441 184 114 129 257 193 104
internal_count=2394 630 1764 303 327 255 1703 222 170 655 1048 959 879 157 795 729 498 141 441 184 114 129 257 193 104
is_linear=0
shrinkage=0.0032998


Tree=9947
num_leaves=16
num_cat=0
split_feature=9 13 13 39 2 4 1212 4 16 132 15 48 13 4 131
split_gain=0.119918 0.0743589 0.0937928 0.0841024 0.0751922 0.0689771 0.0626478 0.0912238 0.102232 0.0451963 0.0553652 0.054418 0.0438513 0.0287503 0.0219659
threshold=-1.0000000180025095e-35 -0.15310499999999996 -0.091984999999999983 0.10076500000000001 0.089165000000000008 0.0082450000000000006 0.041590000000000009 -0.082024999999999987 -0.081354999999999983 0.090050000000000005 -1.0000000180025095e-35 0.10788500000000002 -0.0016149999999999999 -0.077049999999999993 0.096845000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 6 -3 -2 9 8 -8 10 11 -4 -12 -9 -11
right_child=1 2 3 -5 -6 -7 7 13 -10 14 12 -13 -14 -15 -16
leaf_value=-0.0035276692329263494 -0.0040286936369787803 0.010720974638708643 0.0030206971138268162 -0.0022926961177307959 0.0037310461733504785 0.0029917049135973614 0.0025636065565974673 0.0071385599731612287 -0.0077325633255787944 -0.0011811610629059689 0.0043437859050001913 0.0078414918878674418 0.0071133640145454053 0.0020674844960116351 0.0033078964592877722
leaf_weight=69 67 97 793 68 81 97 56 54 53 64 407 73 276 80 59
leaf_count=69 67 97 793 68 81 97 56 54 53 64 407 73 276 80 59
internal_value=0 0.00357873 0.00384094 0.00350707 0.00755026 0.00011266 0.00371395 0.00117866 -0.00242631 0.00408135 0.00432824 0.00342914 0.0054656 0.00412446 0.00095752
internal_weight=0 2325 2161 1983 178 164 1915 243 109 1672 1549 866 683 134 123
internal_count=2394 2325 2161 1983 178 164 1915 243 109 1672 1549 866 683 134 123
is_linear=0
shrinkage=0.16829


Tree=9948
num_leaves=15
num_cat=0
split_feature=0 2 0 1 1 0 0 15 2 42 2 41 0 3
split_gain=0.106109 0.0839629 0.163447 0.0766663 0.0727457 0.0376177 0.0409568 0.0351316 0.0419114 0.0761145 0.0842614 0.0633571 0.0578286 0.0130608
threshold=0.12539500000000003 -0.007134999999999999 -0.068214999999999984 0.14763000000000001 0.11130500000000002 -0.074754999999999988 -0.12324999999999998 -0.19301999999999997 0.085145000000000012 -0.088709999999999983 0.064660000000000009 0.07677500000000001 -0.21196999999999996 -0.068864999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -3 9 -9 -11 12 -10 -7
right_child=-2 3 -4 -5 5 13 -8 8 11 10 -12 -13 -14 -15
leaf_value=0.0052693901779084082 -0.0037849167435758204 0.0072330269992524985 -0.00707054728708698 0.0095739889176642314 0.00085245493098228334 0.0010192448729559513 -0.004952517320640888 0 -0.0021187313706536996 0.0034041450549604996 0.0077961072041746885 -0.0029945608470643044 0.0032727483489280321 0.0044077897643351955
leaf_weight=57 67 68 65 53 91 72 55 92 59 295 216 52 1091 61
leaf_count=57 67 68 65 53 91 72 55 92 59 295 216 52 1091 61
internal_value=0 0.00299666 -0.00129044 0.00323468 0.00307772 0.000534919 -0.00132204 0.00345553 0.00331222 0.00446188 0.00526415 0.00273399 0.00299458 0.0025869
internal_weight=0 2327 122 2205 2152 279 146 1873 1805 603 511 1202 1150 133
internal_count=2394 2327 122 2205 2152 279 146 1873 1805 603 511 1202 1150 133
is_linear=0
shrinkage=0.16829


Tree=9949
num_leaves=17
num_cat=0
split_feature=4 3 12 2 42 2 12 11 2 2 159 52 43 159 12 4
split_gain=7.23906 2.17934 1.22241 0.725638 0.722137 0.523987 0.339025 0.249113 0.299199 0.187825 0.212619 0.161819 0.124936 0.0852257 0.109921 0.0172279
threshold=0.30163500000000004 0.25468500000000005 -0.011819999999999999 0.12051500000000002 -0.0043149999999999994 0.13538500000000001 -0.08947999999999999 1.0000000180025095e-35 0.097145000000000023 0.088710000000000011 0.084205000000000016 -0.45478499999999994 -0.049364999999999992 0.088800000000000004 0.093995000000000009 0.50113000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 12 -6 9 -9 13 11 -11 -2 14 -4 -14
right_child=5 -3 3 -5 6 -7 -8 8 -10 10 -12 -13 15 -15 -16 -17
leaf_value=0.00085567749165564989 0.00024483864333265797 0.00017696743983473901 0.00093352488706369564 0.00059350578352893491 0.00059785413644062473 5.2588984013546825e-05 0.00023276089283453711 0.0011716681049349605 0.00086045989268353142 0.00095194061751394956 0.00098151934930713956 0.00078763496050491535 0.00038703364137548387 0.00080367297153850596 0.00083417118621572587 0.00047544801097286862
leaf_weight=69 65 54 751 96 59 91 53 73 65 78 94 495 60 85 154 52
leaf_count=69 65 54 751 96 59 91 53 73 65 78 94 495 60 85 154 52
internal_value=0 0.000832227 0.000849287 0.000874122 0.000589624 0.000256534 0.000425401 0.000889111 0.00102534 0.000877744 0.000834279 0.000810063 0.000361188 0.000906992 0.000916657 0.000428398
internal_weight=0 2126 2072 1891 181 268 112 1795 138 1657 667 573 177 990 905 112
internal_count=2394 2126 2072 1891 181 268 112 1795 138 1657 667 573 177 990 905 112
is_linear=0
shrinkage=0.0032998


Tree=9950
num_leaves=13
num_cat=0
split_feature=9 1455 484 1375 13 13 41 403 15 9 11 15
split_gain=0.116268 0.0681527 0.0942015 0.0687414 0.0623765 0.0669411 0.11111 0.0633747 0.0969839 0.0489235 0.0471368 0.063784
threshold=-1.0000000180025095e-35 0.083760000000000015 -0.071284999999999987 -0.14438999999999999 -0.39451999999999993 -0.091559999999999989 0.078065000000000009 0.0071950000000000009 -0.032704999999999991 0.081890000000000004 0.078730000000000008 -0.091604999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 8 -6 10 11 -7
right_child=1 2 -4 4 5 9 -8 -9 -10 -11 -12 -13
leaf_value=-0.0037540518845064134 -0.0024215292074910933 0.0031214332298667214 -0.0057456273880138308 -0.00078250018467678503 0.005906512630506457 0.001398865991044341 -2.8194433054766859e-05 0.0042038242485873565 0.016117429718702201 0.008399626469287276 -0.00038971447779669039 0.004015691765731565
leaf_weight=70 55 86 56 88 52 333 54 58 55 55 93 1313
leaf_count=70 55 86 56 88 52 333 54 58 55 55 93 1313
internal_value=0 0.00319691 -0.000362784 0.00343219 0.00358629 0.00377817 0.00656481 0.00873341 0.0111719 0.00343699 0.003279 0.00348738
internal_weight=0 2298 142 2156 2101 2013 219 165 107 1794 1739 1646
internal_count=2368 2298 142 2156 2101 2013 219 165 107 1794 1739 1646
is_linear=0
shrinkage=0.16829


Tree=9951
num_leaves=20
num_cat=0
split_feature=40 3 1456 43 156 43 3 13 3 13 1 1 13 16 12 133 12 0 40
split_gain=0.102085 0.0651663 0.0870547 0.0857323 0.0797205 0.0638708 0.0573023 0.130196 0.0665496 0.0665894 0.128914 0.049172 0.050596 0.0460518 0.0627721 0.0449015 0.0435072 0.0305822 0.0255011
threshold=0.051255000000000002 -0.072419999999999984 -0.089834999999999984 -0.116045 0.088250000000000009 -0.14188999999999999 0.11745500000000002 -0.11122999999999998 0.094285000000000008 -0.0094049999999999984 0.10124500000000002 0.11670500000000002 -0.089624999999999982 -0.10654499999999999 0.085665000000000005 0.0024650000000000006 0.083725000000000008 -0.097074999999999981 -0.063404999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 15 8 -8 9 18 -11 12 13 -7 -15 -4 -14 -18 -5
right_child=-2 3 5 4 -6 11 7 -9 -10 10 -12 -13 16 14 -16 -17 17 -19 -20
leaf_value=-0.0022565898191319283 -0.0048746833714798793 0.0079171310001760944 -0.0032076216475279661 0.0039157443167184202 0.0054081062181917704 0.0026664180909031412 0.0012999450032874279 -0.0094751660193939831 0.0062909099683016367 0.00085540931518111158 -0.009286757787315662 0.0090496084515209931 -0.00052549967854559029 0.012671941817350265 0.0046874101351781381 0.002628434599936327 -5.0982546738853356e-05 0.0038371674335085076 0.00053995327371923849
leaf_weight=76 52 53 61 110 96 62 81 52 60 111 52 52 77 53 61 96 60 950 153
leaf_count=76 52 53 61 110 96 62 81 52 60 111 52 52 77 53 61 96 60 950 153
internal_value=0 0.00265345 0.00328307 0.00138203 0.000895095 0.0035703 0.000192275 -0.00289937 0.00104204 0.000298545 -0.00236911 0.00395348 0.00374224 0.00640032 0.00841528 0.000349479 0.00331021 0.00360441 0.00195871
internal_weight=0 2316 1548 768 715 1472 619 133 486 426 163 1315 1263 176 114 157 1087 1010 263
internal_count=2368 2316 1548 768 715 1472 619 133 486 426 163 1315 1263 176 114 157 1087 1010 263
is_linear=0
shrinkage=0.16829


Tree=9952
num_leaves=32
num_cat=0
split_feature=1 52 123 1 13 123 13 15 1 13 52 15 43 15 1 42 474 15 43 15 1 1 13 1 42 1212 52 157 15 484 42
split_gain=7.46437 1.00933 0.831473 0.822428 0.505196 0.281302 0.398559 0.257111 0.227954 0.250899 0.22239 0.170263 0.168449 0.151903 0.137478 0.125732 0.121559 0.189515 0.103437 0.0840074 0.0632236 0.0621324 0.0621541 0.0599162 0.0598398 0.0746313 0.0581892 0.0240402 0.0130042 0.01114 0.00783491
threshold=0.10732500000000002 -0.24166499999999999 1.0000000180025095e-35 0.14228000000000005 -0.083669999999999981 0.085740000000000011 -0.16392499999999996 -1.0000000180025095e-35 0.084525000000000003 -0.032264999999999995 0.10855000000000002 -0.097499999999999989 -0.078059999999999977 0.089545000000000013 0.088415000000000007 -0.027829999999999997 0.081755000000000008 -0.088954999999999992 -0.072864999999999985 -0.086849999999999997 1.0000000180025095e-35 0.077565000000000009 -0.068549999999999986 0.08956500000000002 0.08975000000000001 0.040035000000000008 -0.011499999999999998 -0.0091799999999999989 0.095545000000000005 -0.075729999999999978 -0.031194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 14 6 -3 8 16 -10 13 -11 -8 15 24 18 17 30 -9 -14 -17 22 -12 28 25 27 -19 -1 -15 -29 -6
right_child=1 3 -4 -5 7 -7 12 10 9 11 21 -13 19 23 -16 20 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 -32
leaf_value=0.0010857000012076705 0.00087323334576984045 0.0002639419342582219 0.00060581864878615505 6.142465335622882e-05 0.00093295496931760009 0.00028077275665641281 0.00044737799285296726 0.00083938861222816871 0.00092670305577429856 0.00080872172858223565 0.00086287499269127913 0.00056266177257752582 0.00056076059003830575 0.00087904271134524043 0.00086460900921222898 0.00099617359078262675 0.0010175839541532302 0.0008412397720541974 0.0010067878055493454 0.00074128093780928301 0.0011133595503888183 0.000923063141099618 0.00069743380251511124 0.00096020810195903881 0.00095966455519623506 0.0011780829837112839 0.00070972237949514633 0.00096699234037341463 0.00079763920656347265 0.0010339909063698254 0.00100876060463873
leaf_weight=103 52 55 89 71 54 77 64 73 60 54 52 75 54 71 58 105 71 103 102 65 118 52 55 94 93 53 65 58 53 166 53
leaf_count=103 52 55 89 71 54 77 64 73 60 54 52 75 54 71 58 105 71 103 102 65 118 52 55 94 93 53 65 58 53 166 53
internal_value=0 0.000441127 0.000918453 0.000382824 0.000933548 0.000455155 0.000511424 0.000898519 0.000842227 0.000748906 0.000937334 0.000665937 0.000585612 0.000966072 0.0010199 0.00100515 0.000893101 0.000860834 0.00093716 0.00065966 0.00105834 0.000825774 0.000778164 0.000894573 0.00103887 0.00105816 0.000790565 0.00103861 0.000844533 0.0010168 0.000970833
internal_weight=0 438 1930 386 1841 315 238 1310 535 189 775 129 183 616 531 398 346 275 175 119 223 159 107 218 473 380 168 327 124 224 107
internal_count=2368 438 1930 386 1841 315 238 1310 535 189 775 129 183 616 531 398 346 275 175 119 223 159 107 218 473 380 168 327 124 224 107
is_linear=0
shrinkage=0.0032998


Tree=9953
num_leaves=21
num_cat=0
split_feature=1 3 4 124 2 14 2 1213 4 15 0 1 43 43 2 157 2 15 1 3
split_gain=5.40518 1.35223 0.5529 0.510237 0.385328 0.329554 0.180616 0.203432 0.202103 0.164493 0.135701 0.265993 0.12859 0.122248 0.0997294 0.0935721 0.0957214 0.0690605 0.0525927 0.0458102
threshold=0.10538500000000002 -0.06340999999999998 0.51286500000000013 -0.080389999999999989 0.14721500000000001 0.054835000000000009 0.091955000000000023 -0.112105 -0.1075 -0.084629999999999997 -0.098179999999999976 0.085265000000000021 -0.0070549999999999996 -0.045129999999999997 0.093595000000000025 -0.011899999999999999 0.11461500000000001 -0.093124999999999986 0.090785000000000018 0.10703500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 4 -1 9 6 7 -5 -9 13 11 -10 -2 -3 -8 -16 17 -17 -12 -11
right_child=1 2 -4 5 -6 -7 14 8 10 19 18 -13 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.00060683320625217428 0.00064256367711327969 0.00028978548685318952 0.00010502393386139169 0.0010657155104859106 0.00017986065333190038 0.0011082029946610406 0.00069812473142812873 0.0010878656229538208 0.00092092883803628729 0.00066151956442538908 0.0008995826886329289 0.00059765972046030822 0.00083210106086145457 0.00051737028240892867 0.0009416859990573162 0.0009536853712422171 0.00072658943392548108 0.0008228591209017502 0.0008300709631218411 0.00051735685580641462
leaf_weight=78 89 53 72 74 53 68 65 52 58 52 759 55 74 52 85 58 100 260 159 52
leaf_count=78 89 53 72 74 53 68 65 52 58 52 759 55 74 52 85 58 100 260 159 52
internal_value=0 0.000482229 0.000361778 0.000869553 0.000432202 0.000880962 0.000871983 0.000895988 0.000884358 0.000496025 0.00087406 0.000763897 0.000728827 0.00040283 0.000823025 0.000839096 0.00081815 0.000846831 0.000887581 0.000589777
internal_weight=0 497 334 1871 262 1793 1725 1157 1083 209 1031 113 163 105 568 503 418 318 918 104
internal_count=2368 497 334 1871 262 1793 1725 1157 1083 209 1031 113 163 105 568 503 418 318 918 104
is_linear=0
shrinkage=0.0032998


Tree=9954
num_leaves=26
num_cat=0
split_feature=12 12 16 9 12 42 0 150 51 123 0 1455 51 0 0 151 16 16 160 0 484 151 16 133 0
split_gain=2.85818 0.693239 0.43982 0.325834 0.25423 0.211765 0.238476 0.237995 0.132938 0.122241 0.0992032 0.0942277 0.0929369 0.0727905 0.128051 0.0614842 0.0631596 0.06498 0.0585131 0.0665839 0.0426465 0.0198101 0.0158615 0.0120843 0.0198374
threshold=0.077755000000000005 0.13969000000000004 0.12292000000000002 -1.0000000180025095e-35 0.092495000000000008 -0.0015249999999999999 -0.17785499999999996 0.088690000000000005 -0.085574999999999984 0.084995000000000015 -0.09194999999999999 0.083760000000000015 -0.14153999999999997 -0.07304999999999999 0.04939000000000001 -0.086824999999999986 -0.039889999999999988 -0.082264999999999991 -1.0000000180025095e-35 -0.065249999999999989 -0.081554999999999989 -0.00016499999999999997 -0.040484999999999993 0.11830000000000002 -0.077584999999999987
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=2 4 3 -1 8 -5 21 9 -2 22 -6 15 -4 23 18 -10 17 -17 -15 -20 -18 -7 -8 24 -12
right_child=1 -3 12 5 10 6 7 -9 11 -11 13 -13 -14 14 -16 16 20 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00020382592828339347 0.00088931894637554764 0.00035161292386864387 0.00056114319107246347 0.0006238208799216403 0.00058250960267029121 0.00049679927001839818 0.00043907022339526454 0.00017215741604528328 0.00067592867638889076 0.00030762652140791063 0.00079468716468259447 0.00063786015413521855 0.0007610546678453432 0.00054107293594317808 0.00081172113550220186 0.00078113202995384239 0.00074463926082669429 0.00070025214546701252 0.00059233041383915692 0.00072487617446499405 0.00084690575154311345 0.00058508175571153501 0.00051672757092491891 0.00070861009074037272 0.00070926216379870268
leaf_weight=62 98 52 52 73 89 61 67 53 77 70 109 68 54 60 56 378 67 168 81 96 196 70 70 85 56
leaf_count=62 98 52 52 73 89 61 67 53 77 70 109 68 54 60 56 378 67 168 81 96 196 70 70 85 56
internal_value=0 0.000728159 0.000468793 0.000429525 0.000739765 0.000459607 0.000428858 0.000370587 0.000771464 0.000421222 0.000686945 0.000759321 0.000663317 0.000703997 0.000667554 0.000768603 0.00077738 0.00075631 0.000633341 0.000664419 0.000820987 0.000544242 0.000479006 0.000746568 0.000765908
internal_weight=0 1736 632 526 1684 464 391 260 1052 207 632 954 106 543 293 886 809 546 237 177 263 131 137 250 165
internal_count=2368 1736 632 526 1684 464 391 260 1052 207 632 954 106 543 293 886 809 546 237 177 263 131 137 250 165
is_linear=0
shrinkage=0.0032998


Tree=9955
num_leaves=10
num_cat=0
split_feature=10 481 1186 1429 1427 131 16 49 52
split_gain=0.124553 0.0599792 0.0632149 0.0572932 0.0547779 0.0620205 0.0490044 0.0425385 0.0444948
threshold=-0.089679999999999982 -0.084999999999999992 0.021560000000000003 -0.086994999999999989 0.082040000000000016 0.10583000000000002 -0.063814999999999997 -0.15562499999999999 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 -9
right_child=1 2 -4 4 -6 6 -8 8 -10
leaf_value=-0.0035474896585671557 0.0080100422045748694 0.0089699364795320039 0.0080571525188246722 -0.0014828042709911558 -0.0015215950663873183 0.009546091776595933 0.0031135849627225974 0.0038130372273947099 0.001767514796862796
leaf_weight=66 95 53 90 52 63 83 58 1419 387
leaf_count=66 95 53 90 52 63 83 58 1419 387
internal_value=0 0.00385364 0.00367375 0.00348637 0.00334455 0.00349881 0.00691284 0.00323876 0.00337571
internal_weight=0 2300 2205 2115 2062 1999 141 1858 1806
internal_count=2366 2300 2205 2115 2062 1999 141 1858 1806
is_linear=0
shrinkage=0.16829


Tree=9956
num_leaves=33
num_cat=0
split_feature=12 12 15 150 12 43 15 48 48 15 14 16 15 15 12 43 48 12 1213 157 159 15 15 16 43 15 16 0 0 0 16 0
split_gain=2.65275 0.789231 0.679101 0.768193 0.332319 0.222199 0.210787 0.209328 0.190751 0.171633 0.159055 0.147922 0.137635 0.159208 0.0736585 0.117042 0.0649742 0.0617354 0.0529945 0.0579771 0.0552601 0.0428167 0.0408917 0.0408116 0.0553853 0.0372752 0.0227015 0.0212269 0.0406396 0.0276253 0.00832948 0.00615017
threshold=0.077755000000000005 0.14472000000000004 -0.2987999999999999 0.083435000000000023 0.092495000000000008 -0.049364999999999992 -0.013349999999999999 0.094215000000000007 0.083570000000000019 -0.077134999999999995 -0.41076499999999994 0.16141000000000003 -0.061559999999999997 -0.14733499999999997 0.086795000000000011 -0.082219999999999988 0.090085000000000012 0.09159500000000001 0.030935000000000004 -0.08427999999999998 -0.015499999999999998 -0.011859999999999997 -0.075694999999999985 -0.090639999999999984 0.0035900000000000007 0.076335000000000014 -0.043889999999999992 0.014040000000000002 -0.071844999999999978 -0.078759999999999983 -0.071629999999999985 -0.092734999999999984
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=2 4 10 5 14 -4 12 9 -5 -7 -1 -11 13 -6 18 21 -10 23 19 -2 -21 -16 26 31 -25 -22 -15 28 29 -8 -31 -17
right_child=1 -3 3 8 6 7 27 -9 16 11 -12 -13 -14 22 15 17 -18 -19 -20 20 25 -23 -24 24 -26 -27 -28 -29 -30 30 -32 -33
leaf_value=0.0003422202263809626 0.00080026839853670085 0.00024949495773115714 0.00041400753738488332 0.00011307571907930092 0.00040935253625706933 0.00081900594898425764 0.00062423222265358606 0.00043377870183294826 0.00043193775668277511 0.00049743198356537086 0.00011061696033489873 0.00072940143109779772 0.00038949951660520368 0.00061117925529657403 0.00065376449451383465 0.00077729194161265357 0.00026713225958242733 0.00081328883664294634 0.00083310759050845922 0.00079569058639358586 0.00063095722316024085 0.0005395787473310114 0.00055318427391222718 0.00068878080355631323 0.0005651494461548774 0.00071363468654532438 0.00071128319916411646 0.00072309078056590512 0.00058167675872028586 0.00074576533368745171 0.00067453961574263184 0.00071109725291879306
leaf_weight=52 81 52 97 55 52 53 80 61 56 75 87 52 56 64 76 54 52 52 54 56 119 80 73 215 53 150 54 59 80 56 55 55
leaf_count=52 81 52 97 55 52 53 80 61 56 75 87 52 56 64 76 54 52 52 54 56 119 80 73 215 53 150 54 59 80 56 55 55
internal_value=0 0.000650937 0.000402027 0.000458699 0.000663386 0.000548532 0.000603053 0.00060253 0.000272203 0.000659523 0.000197513 0.000592689 0.000538951 0.000573248 0.000699668 0.000674324 0.000352913 0.00070293 0.000731822 0.000718264 0.000697718 0.000595434 0.000617684 0.000687614 0.000664463 0.000677191 0.000657288 0.000661026 0.000647384 0.00067472 0.000710791 0.000744214
internal_weight=0 1726 640 501 1674 338 629 241 163 180 139 127 299 243 1045 585 108 429 460 406 325 156 191 377 268 269 118 330 271 191 111 109
internal_count=2366 1726 640 501 1674 338 629 241 163 180 139 127 299 243 1045 585 108 429 460 406 325 156 191 377 268 269 118 330 271 191 111 109
is_linear=0
shrinkage=0.0032998


Tree=9957
num_leaves=11
num_cat=0
split_feature=10 4 16 41 4 1204 394 0 0 42
split_gain=0.0945522 0.049398 0.0585522 0.0568631 0.067868 0.0493605 0.0424026 0.0447535 0.0727321 0.0187705
threshold=-0.089679999999999982 -0.44205499999999992 0.25032500000000008 0.075585000000000013 -0.1075 -0.082199999999999981 -0.087044999999999997 -0.23141499999999995 -0.11169999999999998 0.090705000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -7 -8 -9 -5
right_child=1 3 -4 9 5 6 7 8 -10 -11
leaf_value=-0.0028057536090027716 0.010942925630318763 -0.001373212020539372 0.0039317834672073096 0.0095356811665095135 0.0073080320152049934 0.0072219422682708086 0.0077512313567648311 0.0002485217001034338 0.0033787827103246015 0.0049261636599714238
leaf_weight=66 56 86 88 53 90 74 57 246 1498 52
leaf_count=66 56 86 88 53 90 74 57 246 1498 52
internal_value=0 0.00363972 0.00667082 0.00343644 0.0032393 0.00344209 0.00325557 0.0030916 0.00293827 0.00726998
internal_weight=0 2300 144 2156 2051 1965 1875 1801 1744 105
internal_count=2366 2300 144 2156 2051 1965 1875 1801 1744 105
is_linear=0
shrinkage=0.16829


Tree=9958
num_leaves=15
num_cat=0
split_feature=12 4 0 12 1 475 150 4 475 11 51 481 133 43
split_gain=0.0683913 0.0658021 0.0867946 0.111716 0.0723711 0.0417971 0.0395461 0.0527541 0.0339362 0.030271 0.0430932 0.0343526 0.0296859 0.0277295
threshold=0.14472000000000004 -0.44205499999999992 0.0037850000000000002 -0.11875499999999999 0.10752500000000002 -1.0000000180025095e-35 0.084680000000000019 0.36766000000000004 -0.011519999999999997 0.078065000000000009 -0.095799999999999982 -0.086729999999999988 0.082410000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 9 -6 7 -7 -1 10 12 -12 -5 -4
right_child=-2 2 13 4 5 6 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.0035505241737875549 -0.0031410652937125384 0.010259407015967554 0.00089846357369894572 -0.0023902266395193655 -0.0038948197165007115 0.0050115991575765831 -0.0022852572748724058 -0.00053985078930219102 0.0088357894580710066 0.0072350936297877 0.0074551481840389143 0.0032168310698558319 0.0026221168732357752 -0.0043768101583079875
leaf_weight=63 52 59 55 64 52 108 64 87 80 53 57 1445 70 57
leaf_count=63 52 59 55 64 52 108 64 87 80 53 57 1445 70 57
internal_value=0 0.00301382 0.00278205 0.00303055 0.0028164 0.000450511 0.00132987 0.00252559 0.00651988 0.00325097 0.0031208 0.00337887 0.000214754 -0.00177023
internal_weight=0 2314 2171 2059 2000 311 259 195 143 1689 1636 1502 134 112
internal_count=2366 2314 2171 2059 2000 311 259 195 143 1689 1636 1502 134 112
is_linear=0
shrinkage=0.16829


Tree=9959
num_leaves=28
num_cat=0
split_feature=2 15 12 2 2 2 15 16 15 43 160 12 12 16 2 131 12 15 133 160 12 15 2 43 43 43 12
split_gain=2.42473 0.778425 0.465196 0.235786 0.197442 0.200281 0.171141 0.157304 0.148899 0.134412 0.120092 0.103533 0.073951 0.0819693 0.0723766 0.0790144 0.0659223 0.0449322 0.0409237 0.0392476 0.0374601 0.0367829 0.0365535 0.0335225 0.0576579 0.0208974 0.020494
threshold=0.12051500000000002 -0.41880499999999993 0.077755000000000005 0.17000000000000001 -0.0091949999999999983 0.093765000000000015 -0.0036549999999999998 0.062365000000000011 0.03981500000000001 -0.12584499999999996 0.041405000000000004 0.094545000000000018 0.086795000000000011 -0.018199999999999997 0.086915000000000006 0.090150000000000022 -0.041134999999999991 -0.061559999999999997 0.024130000000000002 -0.014989999999999998 0.092295000000000002 -0.088184999999999986 0.084275000000000003 0.033005000000000007 -0.065409999999999982 -0.0088849999999999988 0.096915000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -3 21 10 16 9 -4 -7 14 13 22 15 -11 -2 25 23 -16 -20 -6 -10 24 -14 -13 -22
right_child=3 2 8 -5 5 6 -8 -9 12 11 -12 17 18 -15 19 -17 -18 -19 20 -21 26 -23 -24 -25 -26 -27 -28
leaf_value=0.00029430191804676232 0.00018461340297762767 0.00037706316842920203 0.00047013405790222374 0.00010244414981797528 0.00073125101992956997 0.00034819802031584761 0.00063598682869380504 0.00046923162020571059 0.0007666647209495633 0.00075630870129931595 0.00055297714598410194 0.0005760510908577463 0.00063909791028266645 0.00086286566583338971 0.00059174620515808137 0.00060367008344259056 0.00033222273292285719 0.00052173698380383329 0.00057149068436475033 0.00066894817632491153 0.00071081289445758895 0.00061495033721117225 0.00066518417612623749 0.000638920465304924 0.00074909567754898683 0.00066745383602032494 0.00062294153656147885
leaf_weight=76 52 72 56 56 62 78 70 73 77 149 54 67 81 52 144 53 97 93 75 176 71 71 100 97 182 63 69
leaf_count=76 52 72 56 56 62 78 70 73 77 149 54 67 81 52 144 53 97 93 75 176 71 71 100 97 182 63 69
internal_value=0 0.000622988 0.000635386 0.000294683 0.00053529 0.000569192 0.000503019 0.000343017 0.000660747 0.000628429 0.000432238 0.00064028 0.000692901 0.000744503 0.000666162 0.000716434 0.000280945 0.000579538 0.000672289 0.000634317 0.000634339 0.000669431 0.00070953 0.000694856 0.000715352 0.000620617 0.000667757
internal_weight=0 2088 2012 278 407 335 202 222 1605 801 132 745 804 229 522 202 149 223 575 320 215 133 177 360 263 130 140
internal_count=2366 2088 2012 278 407 335 202 222 1605 801 132 745 804 229 522 202 149 223 575 320 215 133 177 360 263 130 140
is_linear=0
shrinkage=0.0032998


Tree=9960
num_leaves=21
num_cat=0
split_feature=13 455 16 3 2 40 16 157 2 52 12 13 16 12 1455 15 13 12 2 15
split_gain=0.0668002 0.0569649 0.0547233 0.101211 0.125433 0.0581385 0.0779612 0.0744439 0.065196 0.0767238 0.0698636 0.0622112 0.0558318 0.0753703 0.0368394 0.0358259 0.0358219 0.0858787 0.0249467 0.0143301
threshold=0.24154 0.086715000000000014 -0.007794999999999999 -0.097574999999999981 0.086165000000000005 -0.055059999999999991 0.081265000000000018 -0.06457499999999998 0.099145000000000025 -0.41304999999999997 0.092550000000000007 -0.078934999999999991 -0.018199999999999997 0.083785000000000012 0.084965000000000027 0.087575000000000014 -0.41871499999999995 -0.085719999999999977 0.10912000000000001 -0.029334999999999996
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 2 3 4 -1 -4 7 -7 10 18 11 -8 14 -14 16 19 -5 -18 -10 -9
right_child=-2 -3 5 12 -6 6 8 15 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.014784239978108453 -0.0015403645415284636 -0.0016883235294540306 0.0075978455552825255 0.0078417513590029117 0.0043192925642278205 -0.0039846854650443329 0.0041248816762563655 0.0017059547135211998 0.0012196148653717865 -0.002972801864906264 0.0015161561620990883 0.012058205684158219 0.011793883960607909 0.0033763582759481344 -0.00082159634109816183 -0.001244313902609496 -0.0018975455129783554 0.0037177622365177207 0.0061977150130746806 0.0056830404369599564
leaf_weight=54 81 61 54 52 83 100 55 53 54 75 72 59 54 70 58 67 83 1021 63 53
leaf_count=54 81 61 54 52 83 100 55 53 54 75 72 59 54 70 58 67 83 1021 63 53
internal_value=0 0.00336412 0.00350632 0.00409079 0.00845728 0.00228095 0.00183716 -0.000323898 0.00340267 0.00121539 0.00565086 0.00824648 0.00364235 0.00705654 0.00329214 0.00178178 0.0035001 0.00329397 0.00391549 0.00371145
internal_weight=0 2241 2180 1475 137 705 651 273 378 192 186 114 1338 124 1214 173 1156 1104 117 106
internal_count=2322 2241 2180 1475 137 705 651 273 378 192 186 114 1338 124 1214 173 1156 1104 117 106
is_linear=0
shrinkage=0.16829


Tree=9961
num_leaves=11
num_cat=0
split_feature=48 1456 447 15 49 1456 0 15 3 160
split_gain=0.0539135 0.0694189 0.0494714 0.0420994 0.0434391 0.0501909 0.0563035 0.0762157 0.0464247 0.0240725
threshold=-0.086624999999999994 -0.15824499999999997 0.089095000000000021 -0.45015499999999992 -0.14731999999999998 -0.084359999999999991 0.030935000000000004 -0.23071999999999995 -0.23303499999999996 -0.072664999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 -5 -6 7 -7 -8 -3
right_child=1 2 -4 4 5 6 8 -9 -10 -11
leaf_value=0.0080295615572924493 0.0082413773976935684 0.0015506488803722 -0.0027341402453174061 -0.0012694958806804544 -0.0022977297641041958 0.0086700534239454313 0.0032644378749849506 0.0030255821675603425 -0.0025998779920645403 -0.0031195951322377088
leaf_weight=52 59 72 52 75 52 71 67 1678 89 55
leaf_count=52 59 72 52 75 52 71 67 1678 89 55
internal_value=0 0.00253193 0.00237876 0.00250274 0.00268865 0.00284126 0.00298248 0.00325574 -6.97129e-05 -0.000457751
internal_weight=0 2270 2211 2159 2032 1957 1905 1749 156 127
internal_count=2322 2270 2211 2159 2032 1957 1905 1749 156 127
is_linear=0
shrinkage=0.16829


Tree=9962
num_leaves=25
num_cat=0
split_feature=1 151 42 13 0 12 150 0 0 3 132 13 0 0 12 12 1456 1456 133 13 3 0 1213 0
split_gain=0.0633381 0.0643669 0.0707689 0.139014 0.0626793 0.0954209 0.0632051 0.0530473 0.0528355 0.0643579 0.0392965 0.0367659 0.0552148 0.0396021 0.0328757 0.0357607 0.0525862 0.0467614 0.0319936 0.0399769 0.0294707 0.0254058 0.0178196 0.0188678
threshold=0.077800000000000022 0.084350000000000008 0.065960000000000019 -0.062109999999999992 -0.026509999999999995 0.082780000000000006 0.093200000000000019 -0.10653 -0.12118 -0.11327499999999999 -0.010289999999999999 -0.0094049999999999984 -0.11073999999999999 -0.14454499999999995 0.083425000000000013 0.085615000000000011 0.080615000000000006 -0.075669999999999987 0.085275000000000004 -0.088114999999999985 -0.083414999999999975 -0.073574999999999988 -0.097649999999999987 -0.070184999999999984
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=8 2 4 7 6 -6 10 -4 -1 -10 -2 12 -12 -13 -11 16 20 -17 19 -9 -16 -21 -19 -24
right_child=1 -3 3 -5 5 -7 -8 18 9 14 11 13 -14 -15 15 17 -18 22 -20 21 -22 -23 23 -25
leaf_value=0.0083098928266003846 -0.00039678634257620855 0.0066434350571852865 -0.0039162620172787386 -0.0075413330507115824 -0.0044667190819056577 0.0039785914103450471 -0.0021838588275466348 -0.0033509061659645037 -0.0027951033776536381 0.006149254420103673 0.011087398930081847 0.00092934631568414782 0.0034098434944304975 0.0053241695771433905 0.0010291807560517464 0.0078747840039485525 0.0050161653597295989 0.0057001504807947913 0.004970499475842779 0.00056014261618693071 -0.003680904773783134 0.0048848787772741631 0.0022393994036720333 0.0044309966080248054
leaf_weight=52 52 60 60 70 87 67 55 54 55 92 52 107 56 130 103 60 64 63 62 132 59 55 531 144
leaf_count=52 52 60 60 70 87 67 55 54 55 92 52 107 56 130 103 60 64 63 62 132 59 55 531 144
internal_value=0 0.00127885 0.000967325 -0.000672617 0.00214206 -0.000780794 0.00314188 0.000646979 0.00304313 0.00280772 0.00388423 0.00453469 0.00712308 0.00334759 0.00308545 0.00280843 0.000928614 0.00333856 0.00155652 0.000670781 -0.000675131 0.00184173 0.00296733 0.0027096
internal_weight=0 1099 1039 433 606 154 452 363 1223 1171 397 345 108 237 1116 1024 226 798 303 241 162 187 738 675
internal_count=2322 1099 1039 433 606 154 452 363 1223 1171 397 345 108 237 1116 1024 226 798 303 241 162 187 738 675
is_linear=0
shrinkage=0.16829


Tree=9963
num_leaves=26
num_cat=0
split_feature=1 12 47 1 0 0 2 2 1210 2 12 12 0 2 2 43 1454 456 15 15 48 15 15 0 0
split_gain=3.25789 0.935645 0.379392 0.360147 0.15822 0.147383 0.133831 0.100651 0.0984014 0.0845064 0.0824506 0.0726828 0.0679141 0.0655075 0.0546494 0.174352 0.0675181 0.0811965 0.0486467 0.123383 0.0436283 0.0359791 0.0345548 0.0128066 0.0111129
threshold=0.11846000000000002 0.077755000000000005 0.085505000000000012 0.09518500000000002 -0.14151499999999997 -0.18087499999999998 0.13880500000000004 0.098215000000000011 -0.053799999999999994 -0.00097499999999999985 0.092495000000000008 -1.0000000180025095e-35 -0.098524999999999988 0.085025000000000003 0.084895000000000012 -1.0000000180025095e-35 0.074020000000000016 0.08733500000000001 -0.035449999999999988 -0.075694999999999985 0.084620000000000015 0.090725000000000014 0.084150000000000016 -0.074204999999999979 -0.074939999999999993
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=1 3 6 7 -3 -5 9 12 13 -2 14 -7 -1 -6 15 22 17 -16 19 20 -12 23 -10 -20 -23
right_child=2 4 -4 5 8 11 -8 -9 10 -11 18 -13 -14 -15 16 -17 -18 -19 21 -21 -22 24 -24 -25 -26
leaf_value=0.00064143142737151397 0.00020754020380550812 0.00087846629947507403 0.00048981247238614502 0.00060964812528682406 0.00053731492613578189 0.00034248468256766639 0.00011360493784079862 0.00052597470336155033 0.0007833066578342917 0.00039204281346535139 0.00067208322674266498 0.00048476734644850925 0.0007958105404106446 0.00069073328630256977 0.00069582588669646892 0.00094031305441607572 0.00084079621517642593 0.00083655593041656194 0.00080596666276459546 0.00056461036018354163 0.00079946255371841685 0.00064812087909411876 0.00070718699402538376 0.00072874361644624833 0.00071253622358077471
leaf_weight=91 59 72 83 52 53 91 76 53 147 52 86 73 52 82 429 62 52 53 62 98 52 65 149 68 110
leaf_count=91 59 72 83 52 53 91 76 53 147 52 86 73 52 82 429 62 52 53 62 98 52 65 149 68 110
internal_value=0 0.000689625 0.000303797 0.000548692 0.000725009 0.000455214 0.000221046 0.000651528 0.00071794 0.000294291 0.000726128 0.000406033 0.000697816 0.000630763 0.000746144 0.000779013 0.000724042 0.000711373 0.000693061 0.00065582 0.000720337 0.000721761 0.000745109 0.000765844 0.000688812
internal_weight=0 2052 270 412 1640 216 187 196 1568 111 1433 164 143 135 892 358 534 482 541 236 138 305 296 130 175
internal_count=2322 2052 270 412 1640 216 187 196 1568 111 1433 164 143 135 892 358 534 482 541 236 138 305 296 130 175
is_linear=0
shrinkage=0.0032998


Tree=9964
num_leaves=26
num_cat=0
split_feature=1 1455 43 150 51 2 15 11 43 1 0 39 160 12 52 15 3 12 2 2 3 49 43 3 133
split_gain=0.0509088 0.0673593 0.0658673 0.0894336 0.0983795 0.0992311 0.0841574 0.063022 0.0597461 0.0469 0.0453756 0.0443079 0.036645 0.0487287 0.0377636 0.0337737 0.0262406 0.0716294 0.0505002 0.0364119 0.0286763 0.0268619 0.0165175 0.0159181 0.0128727
threshold=0.077800000000000022 0.084305000000000005 -0.085154999999999995 0.089155000000000012 0.10446500000000002 0.11715500000000001 -0.03886499999999999 0.076920000000000002 0.062770000000000006 0.10612500000000001 -0.088589999999999988 0.085095000000000018 -0.088854999999999976 0.08597500000000001 -1.0000000180025095e-35 -0.41880499999999993 -0.11197999999999998 0.083715000000000026 0.087245000000000003 0.084895000000000012 -0.071329999999999991 0.10794500000000001 -0.011764999999999998 -0.086049999999999988 0.087380000000000013
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=1 10 6 4 5 7 -2 8 11 -5 12 -4 -1 14 -14 -7 -12 -18 19 23 21 -20 -21 -19 -15
right_child=2 -3 3 9 -6 15 -8 -9 -10 -11 16 -13 13 24 -16 -17 17 18 20 22 -22 -23 -24 -25 -26
leaf_value=0.0086027760197642071 0.0021704199990089513 -0.0012027913843935232 0.0022463821146468197 -0.0058765540420311138 0.0079843922010754652 0.00049549739804549697 -0.004962536868763176 0.0075006521906651807 -0.0026658895173933494 0.00083751998293215733 -0.00084348788320430773 0.0070103459556573773 0.0033761661251087067 0.0033135090718691786 0.0095860346226403007 -0.0053532737769063209 0.0088445610359065927 0.0046912433726765445 0.0047280687067317202 -0.0036880484654887276 0.00078104069798179692 0.00067929441945312533 0.00035570412149199738 0.00068658188688984511 -0.00010918526465375306
leaf_weight=70 94 95 392 54 90 53 93 75 61 64 52 65 53 74 61 58 56 55 339 56 88 55 57 60 52
leaf_count=70 94 95 392 54 90 53 93 75 61 64 52 65 53 74 61 58 56 55 339 56 88 55 57 60 52
internal_value=0 0.00308685 0.00150402 0.00209475 0.00273822 0.00206499 -0.00136738 0.00293083 0.0022657 -0.0022198 0.00344971 0.0029279 0.00519031 0.00418752 0.00671475 -0.00254443 0.00278788 0.00303674 0.00257613 0.000503308 0.00355291 0.00416744 -0.00163238 0.00261748 0.00188671
internal_weight=0 1223 1099 912 794 704 187 593 518 118 1128 457 310 240 114 111 818 766 710 228 482 394 113 115 126
internal_count=2322 1223 1099 912 794 704 187 593 518 118 1128 457 310 240 114 111 818 766 710 228 482 394 113 115 126
is_linear=0
shrinkage=0.16829


Tree=9965
num_leaves=21
num_cat=0
split_feature=1 2 15 4 2 0 14 1 14 1 1429 15 49 16 0 15 0 1455 16 16
split_gain=7.48128 1.25289 0.732592 0.609979 0.42285 0.339417 0.294546 0.266074 0.212565 0.17684 0.174899 0.272057 0.158712 0.12199 0.264403 0.160265 0.0915982 0.0897272 0.0564661 0.042203
threshold=0.10752500000000002 0.11444000000000001 -0.086849999999999997 0.27161500000000005 0.10124000000000001 -0.091674999999999993 0.062655000000000016 0.14228000000000005 -1.0000000180025095e-35 0.086665000000000006 0.083960000000000021 -0.013084999999999998 -0.012829999999999999 0.081265000000000018 -0.070449999999999999 -0.012074999999999997 -0.049024999999999992 0.081065000000000012 0.26676500000000009 0.38845000000000002
decision_type=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 4 6 -6 10 8 -3 16 13 -12 -10 14 17 -15 18 -1 -7 -4
right_child=1 7 19 -5 5 9 -8 -9 12 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=0.00093514643213771578 0.00038417182463749169 0.00047606587618883944 0.00070178097614267 0.00054137543595231697 0.00059817140762134932 0.00090750620448452478 0.0011382703042907498 3.8151507357456436e-05 0.00036628234349198231 0.0010245725091181765 0.00095997879356437611 0.0006268492378327773 0.00012298287062128331 0.00091854756041928869 0.00072598525962177011 0.0011556641111617068 0.00069029422230879826 0.00080182571634825322 0.000773159957623015 0.00083271735180512525
leaf_weight=1084 98 56 58 53 75 88 69 52 52 53 52 57 68 73 77 58 56 62 65 62
leaf_count=1084 98 56 58 53 75 88 69 52 52 53 52 57 68 73 77 58 56 62 65 62
internal_value=0 0.00041759 0.000596565 0.00089213 0.000902058 0.000795485 0.000925478 0.00024631 0.000307612 0.000851834 0.000915418 0.000786097 0.000228706 0.000925802 0.000915277 0.0010238 0.000807861 0.000927964 0.000850661 0.000769725
internal_weight=0 446 218 1922 1869 337 1532 228 176 262 1463 109 120 1354 1223 131 209 1146 153 120
internal_count=2368 446 218 1922 1869 337 1532 228 176 262 1463 109 120 1354 1223 131 209 1146 153 120
is_linear=0
shrinkage=0.0032998


Tree=9966
num_leaves=23
num_cat=0
split_feature=1 1 12 123 14 0 49 0 16 49 123 1 16 1 16 160 133 133 52 49 52 15
split_gain=4.24346 0.927291 0.5215 0.503255 0.289897 0.185865 0.405817 0.203357 0.149697 0.145551 0.128004 0.121915 0.108438 0.104796 0.0997742 0.0876083 0.0799824 0.0753171 0.0708867 0.0631414 0.0612627 0.055409
threshold=0.10752500000000002 0.13554500000000003 0.089545000000000013 0.080635000000000012 0.054835000000000009 -0.10566999999999999 0.047620000000000003 -0.076329999999999995 -0.039889999999999988 0.091325000000000003 0.083715000000000026 0.081540000000000015 0.23451000000000002 0.14741000000000001 -0.27523999999999998 -0.064629999999999979 0.097995000000000013 -0.14051499999999997 -0.071604999999999988 -0.014869999999999998 0.10347000000000002 -0.11055
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 10 4 5 6 14 8 9 17 21 15 -4 -3 -1 -9 19 -7 -13 -10 -17 -2
right_child=1 13 12 -5 -6 7 -8 11 16 -11 -12 18 -14 -15 -16 20 -18 -19 -20 -21 -22 -23
leaf_value=0.00055312936389036605 0.0004451608061528495 0.00015401792483240407 0.00047837337045742264 0.00040367037045717716 0.00087125996487002046 0.00075571260897955468 0.00078395815643951831 0.00044316421616657787 0.0006608695665677502 0.00051029897035649195 0.00018830846951511801 0.00061061009305452951 0.00069517753182863999 -2.5500170586776889e-05 0.00036103570845764802 0.00062246877188098279 0.00061439176431703907 0.00065795684276285279 0.00075203638475660687 0.00077669837628535372 0.00049703680923619841 0.00030163343439622211
leaf_weight=54 53 80 52 86 71 111 57 52 67 66 74 81 52 63 69 202 52 499 83 314 58 72
leaf_count=54 53 80 52 86 71 111 57 52 67 66 74 81 52 63 69 202 52 499 83 314 58 72
internal_value=0 0.000294005 0.000397398 0.000651433 0.000663019 0.000654622 0.000552981 0.000666143 0.000690866 0.000659696 0.000298072 0.000608468 0.000587114 7.46832e-05 0.000445656 0.000569493 0.000739447 0.000675803 0.0006824 0.000756422 0.000594623 0.000362771
internal_weight=0 446 303 1922 1836 1765 180 1585 1109 676 199 476 104 143 123 312 433 610 164 381 260 125
internal_count=2368 446 303 1922 1836 1765 180 1585 1109 676 199 476 104 143 123 312 433 610 164 381 260 125
is_linear=0
shrinkage=0.0032998


Tree=9967
num_leaves=18
num_cat=0
split_feature=4 14 3 15 16 3 3 3 474 151 158 0 0 4 457 39 3
split_gain=0.120611 0.0796631 0.0759736 0.080746 0.11651 0.0773521 0.109816 0.0692453 0.0789308 0.0653297 0.0480992 0.0512901 0.0460902 0.0661349 0.0614601 0.0573003 0.0671104
threshold=0.029980000000000003 -0.45687499999999998 -0.107915 -0.2987999999999999 -0.44470499999999996 0.10703500000000001 -0.0005399999999999999 0.149315 0.10135500000000001 0.085465000000000013 0.085030000000000008 -0.081049999999999983 -0.11073999999999999 -0.030434999999999993 0.085230000000000014 0.086210000000000023 -0.010299999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 -4 6 10 8 9 12 11 -5 13 -1 15 16 -14
right_child=1 2 3 5 -6 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.0036942277534776093 0.0066234179313112342 -0.0054916428953467973 0.0017131078739327638 -0.0019025332518148249 -0.0093277636344165638 -0.0038051228475740537 0.0096833951424596231 -0.0026823965143247682 0.0085413671798808682 0.0086758744459486409 0.0050736536977002387 0.0039442070224611154 0.0028229615777413219 -0.0037048342664422213 0.007968767694475791 -0.0020596846999083223 0.0087962266678506436
leaf_weight=66 52 69 56 135 52 62 53 57 77 56 70 62 1240 71 70 64 56
leaf_count=66 52 69 56 135 52 62 53 57 77 56 70 62 1240 71 70 64 56
internal_value=0 0.000321672 -0.000261323 0.000471525 -0.00358623 0.00162345 0.00268085 0.00307004 0.00326397 0.00301249 0.0012841 -5.33226e-05 0.00280895 -0.000127209 0.0030915 0.00283915 0.00308245
internal_weight=0 611 559 490 108 382 320 1757 1700 1623 267 197 1567 137 1430 1360 1296
internal_count=2368 611 559 490 108 382 320 1757 1700 1623 267 197 1567 137 1430 1360 1296
is_linear=0
shrinkage=0.16829


Tree=9968
num_leaves=26
num_cat=0
split_feature=3 15 3 16 39 0 3 0 0 49 52 15 16 3 15 3 483 3 15 3 52 133 1212 13 15
split_gain=14.9434 3.91137 1.91991 1.56938 0.816707 0.723956 0.670782 0.600537 0.440448 0.305489 0.281397 0.409477 0.320282 0.251103 0.302137 0.186808 0.109085 0.0820651 0.0743515 0.0623397 0.0507822 0.0402147 0.0154716 0.0147529 0.00118774
threshold=-0.052614999999999995 -0.24269999999999997 0.17646500000000004 -0.41163499999999992 0.081875000000000017 -0.10891999999999999 0.10812000000000001 -0.07081999999999998 -0.11912999999999999 -0.0087399999999999995 -0.43163499999999994 0.029300000000000003 0.081265000000000018 -0.0053599999999999993 -1.0000000180025095e-35 -0.081184999999999993 -0.040619999999999996 -0.080634999999999984 -0.029334999999999996 -0.12595999999999999 0.08321000000000002 -0.0047949999999999989 0.073745000000000019 -0.062109999999999992 0.092555000000000012
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 8 4 5 6 -1 13 15 -2 -6 -9 12 -12 -3 -15 16 -5 -17 23 -18 21 -21 -22 -19 -20
right_child=1 2 -4 7 9 -7 -8 10 -10 -11 11 -13 -14 14 -16 17 19 18 24 20 22 -23 -24 -25 -26
leaf_value=0.0046337646999354805 0.0039375114429608523 0.0044114261038922823 0.0037641915082767346 0.0049877128013869586 0.0040414147959253787 0.0040976763571566235 0.0042247396718918823 0.0048046410284780777 0.0035663570334710727 0.0043371913144173314 0.0042854225773816734 0.004757898847441518 0.0046057576593509526 0.0045331665195073945 0.0048653359085935825 0.0045988497902757835 0.0049485583288867265 0.0047390277478483551 0.0048692622112405468 0.0047077878720508913 0.0048290567459030398 0.0048075053057299623 0.0049210652266868842 0.0046216418981936506 0.0047813071074423374
leaf_weight=57 58 58 64 61 79 57 74 97 100 87 63 97 90 71 61 52 60 114 75 104 228 311 82 52 116
leaf_count=57 58 58 64 61 79 57 74 97 100 87 63 97 90 71 61 52 60 114 75 104 228 311 82 52 116
internal_value=0 0.00415635 0.00430134 0.00474378 0.0043812 0.00436603 0.00449712 0.00477064 0.00370283 0.00419664 0.00464603 0.00458435 0.00447409 0.00460302 0.00468694 0.00480506 0.00483527 0.0047425 0.00476332 0.00482338 0.00481297 0.0047826 0.00485351 0.00470247 0.00481603
internal_weight=0 652 494 1716 430 114 264 1602 158 166 347 250 153 190 132 1255 846 409 357 785 725 415 310 166 191
internal_count=2368 652 494 1716 430 114 264 1602 158 166 347 250 153 190 132 1255 846 409 357 785 725 415 310 166 191
is_linear=0
shrinkage=0.0032998


Tree=9969
num_leaves=18
num_cat=0
split_feature=1 2 3 124 1 4 13 3 3 2 3 4 3 3 1 133 159
split_gain=3.00156 0.864713 0.435867 0.329992 0.219771 0.213747 0.180432 0.130916 0.118776 0.132355 0.101536 0.0613338 0.0607967 0.0606078 0.059806 0.0386311 0.0371225
threshold=0.10752500000000002 0.11891500000000001 -0.029309999999999996 -0.082254999999999981 0.14228000000000005 0.054560000000000004 -0.0074049999999999993 0.0025650000000000004 -0.15680499999999997 0.10394500000000002 -0.12595999999999999 0.056815000000000011 -0.059629999999999996 0.086245000000000016 0.083555000000000018 0.087195000000000009 0.042925000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 -1 6 8 -3 -4 -5 10 -10 -2 -11 16 15 -7 -12
right_child=1 4 7 5 -6 14 -8 -9 9 12 13 -13 -14 -15 -16 -17 -18
leaf_value=0.00042464996651724507 0.00070260588272472375 0.00012567513177891117 0.00020577764715152026 0.00077402563624245479 -1.8843199814160127e-05 0.00062695010751859584 0.00036171227302817459 0.00041424573383125145 0.00051125426330191992 0.00060145837141578379 0.00066141936854459242 0.00053796269479247432 0.00045565665564613713 0.0005745006977835559 0.00046010713943327793 0.00052430241689353622 0.00072597787262095286
leaf_weight=83 52 80 52 86 52 94 64 93 53 90 1108 53 52 87 67 82 120
leaf_count=83 52 80 52 86 52 94 64 93 53 90 1108 53 52 87 67 82 120
internal_value=0 0.000328784 0.000457514 0.000629444 0.000164407 0.000638668 0.000230825 0.000339728 0.000652664 0.000645728 0.000655814 0.000619836 0.000548314 0.000661614 0.0005466 0.000579326 0.000667757
internal_weight=0 446 250 1922 196 1839 144 145 1596 1510 1368 105 142 1315 243 176 1228
internal_count=2368 446 250 1922 196 1839 144 145 1596 1510 1368 105 142 1315 243 176 1228
is_linear=0
shrinkage=0.0032998


Tree=9970
num_leaves=23
num_cat=0
split_feature=12 156 49 43 13 4 0 0 13 484 160 16 4 12 43 13 3 12 12 12 52 42
split_gain=0.122718 0.0751739 0.0711494 0.0603499 0.072065 0.0595539 0.0572472 0.0704832 0.0536818 0.0529906 0.0494428 0.0750345 0.042089 0.0650824 0.0528884 0.0304715 0.0525513 0.0347374 0.0329709 0.0220516 0.0203987 0.019113
threshold=0.083885000000000015 0.098195000000000018 0.08610000000000001 -0.097279999999999991 1.0000000180025095e-35 0.36766000000000004 -0.061994999999999995 0.11535000000000002 -0.083514999999999992 -0.070034999999999986 1.0000000180025095e-35 -0.073494999999999991 0.053455000000000009 -0.065214999999999981 -0.0077799999999999996 0.066010000000000013 -0.095119999999999996 0.085665000000000005 0.085065000000000016 0.10648500000000001 0.092175000000000021 0.086275000000000004
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 3 5 -1 9 6 15 -8 -4 -5 12 -12 14 -14 -11 16 -2 18 -18 21 -19 -10
right_child=2 -3 8 4 -6 -7 7 -9 19 10 11 -13 13 -15 -16 -17 17 20 -20 -21 -22 -23
leaf_value=0.0085762133617997508 0.0023187544969831943 0.010316142584037255 0.012873798818471083 -0.00022014615712665698 -0.0023877296872980994 0.00091074374734805669 0.00080081609412025118 0.0079688885477020941 0.0047327763382087303 0.0055522540516780164 0.0033971232544448681 0.011868414294174841 0.0024932417209579125 0.0089741424441771508 1.1771131557149119e-05 0.010155315754259171 0.006600131785351477 0.0082918249616069223 0.0014497926748331862 0.010602542084056516 0.0064121124601703309 0.0086960347026927513
leaf_weight=72 68 57 89 74 55 53 96 66 73 77 61 59 94 84 135 90 111 522 53 61 255 71
leaf_count=72 68 57 89 74 55 53 96 66 73 77 61 59 94 84 135 90 111 522 53 61 255 71
internal_value=0 0.0044162 0.00701033 0.00394068 0.00341556 0.0064764 0.00670891 0.00373223 0.00939056 0.00396517 0.00457598 0.00757715 0.00364794 0.00556174 0.00203259 0.00714605 0.00687585 0.00720326 0.00494665 0.00786956 0.00767724 0.00669936
internal_weight=0 768 1608 711 639 1314 1261 162 294 584 510 120 390 178 212 1099 1009 941 164 205 777 144
internal_count=2376 768 1608 711 639 1314 1261 162 294 584 510 120 390 178 212 1099 1009 941 164 205 777 144
is_linear=0
shrinkage=0.16829


Tree=9971
num_leaves=21
num_cat=0
split_feature=1 2 16 49 1 0 16 2 1 160 456 2 13 51 2 51 0 1 1212 42
split_gain=4.19157 0.871401 0.393207 0.294106 0.594614 0.210552 0.158097 0.14733 0.249576 0.143519 0.0923244 0.088926 0.074982 0.0732694 0.0691057 0.0879443 0.183086 0.144986 0.0590551 0.0229258
threshold=0.10335000000000001 0.14721500000000001 0.052915000000000011 -0.014169999999999999 0.085720000000000005 -0.10803999999999998 -0.096494999999999984 0.10584500000000001 0.12048000000000002 -0.11201999999999999 0.087225000000000011 0.090225000000000014 -1.0000000180025095e-35 -0.13579499999999997 0.12131500000000002 -0.10250499999999999 -0.10120999999999998 0.073870000000000005 0.0025400000000000002 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 19 -6 9 8 -2 -5 14 -11 -9 -4 15 17 -17 -8 -18 -1
right_child=1 -3 13 6 5 -7 10 12 -10 11 -12 -13 -14 -15 -16 16 18 -19 -20 -21
leaf_value=0.00080593303184817492 0.00056376994344711101 5.8646834020552247e-05 0.00047537276662346903 0.00094778591821190054 0.00025561434462045894 0.00055440576938937068 0.00067918374440200085 0.00022623761449711702 0.00029346833840113444 0.0008242502516187483 0.00082403020397306306 0.00067800429238954081 0.00036757874192492658 0.0006268264357045919 0.0005813339031678843 0.00050255709948205892 0.00071562628040463692 0.0009151000615946716 0.00065438063847621795 0.00070303866232168612
leaf_weight=53 80 82 61 54 52 52 63 88 71 96 68 95 80 91 58 54 823 55 238 62
leaf_count=53 80 82 61 54 52 52 63 88 71 96 68 95 80 91 58 54 823 55 238 62
internal_value=0 0.000373079 0.000427746 0.000701214 0.000586893 0.000405349 0.0007168 0.000361626 0.000436908 0.000795059 0.000702666 0.000751695 0.000293753 0.000566277 0.000696246 0.000701623 0.000692297 0.000789443 0.000701921 0.000750766
internal_weight=0 553 471 1823 219 104 1604 319 151 245 1359 191 168 152 1291 1233 1115 118 1061 115
internal_count=2376 553 471 1823 219 104 1604 319 151 245 1359 191 168 152 1291 1233 1115 118 1061 115
is_linear=0
shrinkage=0.0032998


Tree=9972
num_leaves=21
num_cat=0
split_feature=4 2 2 0 0 43 483 16 2 15 483 475 12 0 52 0 0 2 15 133
split_gain=5.26542 2.28015 0.805722 0.45414 0.317991 0.340504 0.218706 0.166146 0.239222 0.161994 0.156549 0.123971 0.207399 0.122963 0.0936481 0.143658 0.0906561 0.0833578 0.0623345 0.0313511
threshold=0.30163500000000004 0.10394500000000002 0.14234000000000005 -0.13010499999999997 -0.061994999999999995 -0.065409999999999982 0.023975000000000003 -0.36241499999999999 0.090485000000000024 -0.41606999999999994 0.092110000000000011 -0.085719999999999977 0.083885000000000015 -0.12608499999999997 0.024560000000000002 -0.069824999999999984 -0.057279999999999991 0.12015500000000001 -0.021954999999999999 0.032620000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 -1 11 16 -8 -9 -13 -10 15 -5 -2 -11 -17 -15
right_child=9 2 -4 14 5 -7 10 8 13 17 -12 12 -14 19 -16 18 -18 -19 -20 -21
leaf_value=0.0010440473150828543 0.00032612284294897969 0.00042306402771716717 0.00028843787740502928 0.00053749665222203402 0.00060131283387026093 0.00089129001861359698 0.0011043667014015179 0.0010477667470015625 0.00063444239159651382 0.00031060413491293176 0.0009087075204133394 0.0007692583463693646 0.00090455408273716175 0.00077003085608130556 0.00081522310154089116 0.00066065321118966415 0.00049845316005080252 0.00012393231378731798 0.00081625513613779288 0.00085260693207706874
leaf_weight=63 93 66 74 53 92 87 85 55 52 54 102 151 790 107 95 55 54 52 67 129
leaf_count=63 93 66 74 53 92 87 85 55 52 54 102 151 790 107 95 55 54 52 67 129
internal_value=0 0.000822298 0.000600979 0.000669707 0.00087525 0.000742448 0.000890723 0.000875828 0.000867546 0.000318453 0.000997832 0.000892021 0.000882881 0.000782781 0.000729868 0.00068333 0.000389668 0.000219362 0.000746396 0.000815317
internal_weight=0 2123 410 336 1713 179 1534 1347 1284 253 187 996 941 288 270 175 147 106 122 236
internal_count=2376 2123 410 336 1713 179 1534 1347 1284 253 187 996 941 288 270 175 147 106 122 236
is_linear=0
shrinkage=0.0032998


Tree=9973
num_leaves=30
num_cat=0
split_feature=2 1 2 2 0 2 403 1213 9 133 1455 52 0 12 12 0 51 2 403 1 1 50 1 12 1 133 0 403 1
split_gain=0.215635 0.0712071 0.148272 0.0871308 0.0888181 0.073783 0.22653 0.0968761 0.0714465 0.0647168 0.057657 0.0575587 0.0571918 0.0816563 0.0840516 0.0354354 0.0298496 0.0277088 0.0296867 0.0248526 0.0828409 0.0599008 0.0239658 0.0219396 0.0517458 0.0185709 0.0157967 0.0100564 0.0176774
threshold=0.14578500000000003 0.089710000000000026 0.09036000000000001 0.10699500000000002 0.0037850000000000002 0.085465000000000013 -0.087914999999999979 0.041405000000000004 0.082870000000000013 -0.07218999999999999 0.079300000000000009 0.088635000000000005 0.040035000000000008 0.084405000000000022 0.081420000000000006 -0.082454999999999987 -0.018164999999999997 0.08647500000000001 -0.012634999999999999 0.099195000000000019 0.11392000000000001 0.089465000000000017 0.10205500000000002 -1.0000000180025095e-35 0.11249000000000002 -0.06512999999999998 -0.055879999999999992 -0.0083299999999999989 0.083555000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 22 23 6 7 -1 9 -3 12 25 13 14 -7 -12 -11 -15 -19 21 -21 -18 -4 -5 -25 -8 -2 -27 -29
right_child=26 2 3 4 -6 10 11 -9 -10 16 15 -13 -14 17 -16 -17 19 18 -20 20 -22 -23 -24 24 -26 27 -28 28 -30
leaf_value=-0.0060356656936534567 0.00067788304348412071 0.013492026866804452 -0.0035808115974819183 0.00020427399922179202 0.010583905649550978 0.0080921443426546415 0.0064064370803459348 0.0039591793663390712 0.0018572833045684854 0.0043038556792449542 0.014869746177776201 0.003132103238955521 0.002339516866918048 0.010424481858235437 0.016350266552344988 0.0085280383361848247 0.0032626597001592247 0.0085469141862207446 0.0059969781249325687 0.014897785621875648 0.0055381583914313687 0.010207440875284973 0.0012640636462163677 4.9865009138756203e-05 0.0069752571720983515 0.007522695068157734 -0.0033920288487909156 0.012068833111932378 0.007939717511969889
leaf_weight=58 55 54 59 66 52 87 79 52 62 81 52 69 58 66 60 52 75 188 455 52 57 68 56 54 72 54 52 78 53
leaf_count=58 55 54 59 66 52 87 79 52 62 81 52 69 58 66 60 52 75 188 455 52 57 68 56 54 72 54 52 78 53
internal_value=0 0.00643385 0.0051581 0.00260074 0.00440224 0.00713817 0.00531291 -0.0012945 0.00719884 0.00804995 0.00793069 0.00750093 0.007498 0.00784542 0.011475 0.0117162 0.00716205 0.00709034 0.00674532 0.00807363 0.0100198 0.00657764 -0.00120595 0.00271868 0.00402149 0.00863598 -0.00128323 0.00957834 0.010412
internal_weight=0 2269 808 359 244 1461 443 110 449 387 1018 333 914 856 147 104 333 709 643 252 109 143 115 192 126 264 107 185 131
internal_count=2376 2269 808 359 244 1461 443 110 449 387 1018 333 914 856 147 104 333 709 643 252 109 143 115 192 126 264 107 185 131
is_linear=0
shrinkage=0.16829


Tree=9974
num_leaves=24
num_cat=0
split_feature=1 2 52 49 1 2 2 2 2 2 484 403 14 15 16 160 51 52 15 159 15 16 15
split_gain=3.00791 0.694581 0.29659 0.259954 0.36696 0.218539 0.228743 0.175693 0.0702158 0.0693677 0.144066 0.104517 0.0598197 0.120156 0.0595351 0.0770149 0.0936545 0.0504065 0.0499144 0.0278169 0.0363722 0.0492895 0.050647
threshold=0.10335000000000001 0.14721500000000001 -0.41304999999999997 -0.020999999999999994 0.085720000000000005 0.10584500000000001 -1.0000000180025095e-35 0.12330500000000001 0.093565000000000023 0.085465000000000013 0.062030000000000009 -0.10802999999999999 -1.0000000180025095e-35 -0.090684999999999988 -0.096494999999999984 -0.085579999999999976 -0.084079999999999988 -0.013914999999999999 -0.048699999999999993 0.018290000000000004 0.029300000000000003 0.30714500000000006 -0.077134999999999995
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 4 17 6 -4 8 9 10 11 -5 -7 -14 -11 -16 -17 -1 -13 20 21 22 -10
right_child=1 -3 5 7 -6 12 -8 -9 19 14 -12 18 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00071628080119371447 0.00058768385118719904 5.9136376333596391e-05 0.00032368541735979786 0.00054542291839868213 0.00036241327004877768 0.00036698781020145295 0.00054955208543710067 0.00044494189430091893 0.0005747409268752427 0.00076418865678950631 0.00046425476414751555 0.00059441003485614192 0.00014552308558649318 0.00033740887264255195 0.00057686857895766612 0.00081974601912354985 0.00066457012113191891 0.00056792927688988993 0.00068275785006305617 0.00066374455936284572 0.00064171279958860628 0.00063168403482418388 0.00044763539258863482
leaf_weight=53 70 82 103 101 100 59 95 54 98 84 55 95 73 71 91 52 302 55 371 71 102 81 58
leaf_count=53 70 82 103 101 100 59 95 54 98 84 55 95 73 71 91 52 302 55 371 71 102 81 58
internal_value=0 0.000339922 0.000388732 0.000617923 0.000507263 0.000353914 0.000432234 0.000632153 0.000638607 0.000652176 0.000627813 0.000643616 0.00027735 0.000240378 0.000680755 0.000664927 0.000687464 0.000641058 0.000664823 0.000600428 0.000587063 0.000563394 0.00052771
internal_weight=0 553 471 1823 208 401 198 1615 1561 1151 622 567 203 144 529 445 354 108 466 410 339 237 156
internal_count=2376 553 471 1823 208 401 198 1615 1561 1151 622 567 203 144 529 445 354 108 466 410 339 237 156
is_linear=0
shrinkage=0.0032998


Tree=9975
num_leaves=22
num_cat=0
split_feature=2 14 15 15 403 16 1456 13 13 16 15 15 15 43 50 15 2 13 42 2 130
split_gain=0.14157 0.109758 0.10292 0.159883 0.0987674 0.076222 0.0679937 0.0599374 0.136504 0.0988546 0.0597164 0.105583 0.0604084 0.0404211 0.0403726 0.0519098 0.0247595 0.0637173 0.0392731 0.0383503 0.0189339
threshold=0.12051500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.081915000000000016 -0.081354999999999997 -0.5103049999999999 -0.0083149999999999977 -1.0000000180025095e-35 -0.0097099999999999981 0.25032500000000008 -0.42075999999999997 -0.097269999999999981 -0.032264999999999995 -0.081324999999999995 0.089390000000000011 0.092135000000000009 0.084895000000000012 -0.085164999999999977 0.088585000000000011 0.086245000000000002 0.0084900000000000028
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 -1 4 -4 -3 -6 13 8 -8 -9 -2 -12 -13 -7 16 -16 17 -5 -19 -18 -21
right_child=10 2 3 14 5 6 7 9 -10 -11 11 12 -14 -15 15 -17 19 18 -20 20 -22
leaf_value=0.014500191004454068 0.0069991842603993977 0.00059510682575080029 0.01717666257049897 0.012390158662267241 0.011804477599195935 0.0049245305229661659 0.0061469476410241156 0.010804253766920098 -0.0026115993355006369 0.0039330614481049315 -0.0051224396358361662 0.0067071004942055607 -0.00015432494360253626 -0.001428672249388149 0.013041361899599656 0.0061308972443278702 0.0025897643004252576 0.0049249258971326149 0.010038681250487959 0.0061991417699454468 0.0092380597800578116
leaf_weight=53 71 100 52 77 64 59 568 172 55 92 53 81 65 54 78 53 72 131 65 263 79
leaf_count=53 71 100 52 77 64 59 568 172 55 92 53 81 65 54 78 53 72 131 65 263 79
internal_value=0 0.00691039 0.00671174 0.00810125 0.00567164 0.00614707 0.0057832 0.00627937 0.00537084 0.00841655 0.00280333 0.00129729 0.00364005 0.00187259 0.00752213 0.0102592 0.0069976 0.00826123 0.00662998 0.00615999 0.00690637
internal_weight=0 2087 2034 870 1164 1064 1000 887 623 264 270 199 146 113 818 131 687 273 196 414 342
internal_count=2357 2087 2034 870 1164 1064 1000 887 623 264 270 199 146 113 818 131 687 273 196 414 342
is_linear=0
shrinkage=0.16829


Tree=9976
num_leaves=18
num_cat=0
split_feature=1 3 16 49 49 15 3 160 1 156 133 1 12 1 160 49 43
split_gain=0.091842 0.082443 0.109722 0.0716074 0.0803502 0.0986946 0.0899675 0.0764113 0.0626693 0.0572746 0.0570625 0.0497952 0.0501662 0.0429961 0.0416546 0.02382 0.0201875
threshold=0.11890000000000002 -0.049204999999999992 -0.15796999999999997 -0.15031499999999998 -0.020999999999999994 -0.092059999999999989 0.0025650000000000004 -0.081539999999999987 0.10962000000000001 0.086765000000000023 0.087575000000000014 0.10342000000000001 0.086160000000000014 0.099850000000000008 -0.52850499999999989 -0.072214999999999988 -0.080419999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 7 9 11 10 14 12 -9 -8 -6 16 -7
right_child=1 2 -4 4 6 15 13 8 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.011927203117541177 0.0073612189249049739 0.0046822868308501568 -0.003362884289517888 -0.0035376792707336284 0.0016752959398364041 0.00377688004367623 0.0077914209624090859 0.0079560525851278541 0.011782885002052379 -0.0014516114849964868 0.00010523411340014209 0.0012562421127374644 0.0054953235003439588 0.013806213344826927 0.0071035907698475684 0.0022987818978318104 0.0083208413940365905
leaf_weight=52 69 94 98 55 55 57 100 331 55 58 69 62 851 53 157 83 58
leaf_count=52 69 94 98 55 55 57 100 331 55 58 69 62 851 53 157 83 58
internal_value=0 0.00236972 0.00056654 0.00572975 0.00557121 0.00275065 0.00596864 0.00560157 0.00619038 0.00334003 0.00433544 0.00594168 0.00618593 0.00988672 0.00570378 0.00450648 0.00608424
internal_weight=0 261 192 2096 2044 253 1791 1638 1299 339 281 1244 1182 153 212 198 115
internal_count=2357 261 192 2096 2044 253 1791 1638 1299 339 281 1244 1182 153 212 198 115
is_linear=0
shrinkage=0.16829


Tree=9977
num_leaves=20
num_cat=0
split_feature=2 0 15 0 12 3 11 3 3 0 12 16 2 2 2 12 15 2 12
split_gain=0.0786546 0.0907399 0.0763726 0.10286 0.0850893 0.151718 0.0836051 0.0673489 0.0494499 0.0470881 0.0438188 0.0447727 0.0671088 0.0553661 0.0425198 0.0608063 0.0958717 0.0386149 0.03168
threshold=0.12051500000000002 0.13134000000000004 1.0000000180025095e-35 -0.10023499999999998 0.10388500000000002 -0.10919499999999999 0.08326500000000002 -0.049204999999999992 0.12991000000000003 -0.067329999999999987 0.09697500000000002 -0.0048099999999999992 -0.007134999999999999 0.082130000000000022 0.088975000000000012 0.091800000000000007 0.093175000000000022 0.082885000000000014 0.093595000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -2 -9 14 11 12 -7 -13 15 17 -17 -5 -16
right_child=7 -3 3 9 -6 10 -8 8 -10 -11 -12 13 -14 -15 18 16 -18 -19 -20
leaf_value=-0.0067650446823985539 0.0052112283714045773 0.011772547011473459 0.011367144957093272 0.002005041813183795 0.0083615183020642296 -0.0022815129215006235 0.00235491122727273 -0.0030967212122637654 0.0026431915285166879 0.0088375783879068148 -0.0005147200783675583 0.0095171599624588165 0.0039762158754429369 0.0044650794926613478 -0.00052623670408019217 0.01396623408701549 0.0040156833823676488 0.0055364477272303219 0.0043788881170408562
leaf_weight=61 100 52 86 125 103 53 53 87 83 91 57 88 535 213 66 55 56 309 84
leaf_count=61 100 52 86 125 103 53 53 87 83 91 57 88 535 213 66 55 56 309 84
internal_value=0 0.00480825 0.00462941 0.00582372 0.00373239 0.00328088 -0.00250931 0.00174479 -0.000283725 0.0052149 0.00398054 0.00427078 0.00340911 0.00594807 0.00473798 0.00543083 0.00896232 0.00452348 0.00220866
internal_weight=0 2087 2035 872 1163 1060 114 270 170 786 946 889 588 301 695 545 111 434 150
internal_count=2357 2087 2035 872 1163 1060 114 270 170 786 946 889 588 301 695 545 111 434 150
is_linear=0
shrinkage=0.16829


Tree=9978
num_leaves=23
num_cat=0
split_feature=4 41 1 16 401 401 51 15 1373 43 403 483 16 51 402 1213 13 52 13 156 15 13
split_gain=0.0826885 0.137125 0.0807562 0.143862 0.0764157 0.0759627 0.0561542 0.0534379 0.0520377 0.0491983 0.0428935 0.0512038 0.0405421 0.0360563 0.0338551 0.0518226 0.0297353 0.0293098 0.0353272 0.0257055 0.0811016 0.0188151
threshold=-0.060264999999999992 0.088520000000000015 0.12007000000000002 -0.14169499999999999 0.080190000000000011 0.099015000000000006 0.10446500000000002 -0.13924999999999996 1.0000000180025095e-35 -0.011369999999999998 -0.063554999999999987 -0.059844999999999995 -0.4582 -0.14283999999999999 0.0064150000000000014 -0.086979999999999988 -0.017484999999999997 0.086595000000000019 -0.079854999999999995 0.087205000000000019 0.041820000000000003 -0.083289999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 12 6 -6 14 9 10 -2 -9 -12 -4 -13 15 -1 17 21 -19 20 -18 -17
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 13 -14 -15 -16 16 19 18 -20 -21 -22 -23
leaf_value=0.0092107131899595261 0.0028441182966197093 0.011278795843200741 0.00061274773147130222 -0.0052450533402951353 -0.0037559317617543038 0.0043355241224136681 0.010461505101361112 -0.0011772103197406356 0.0076203836964819395 0.0087783544170749531 -0.0011959562998755187 0.0064272819190303405 0.0070441068473080645 0.0027211545475375391 0.0081980104732795774 -0.001054661330157595 0.011373708130547857 0.0080021378373066766 0.0023394717765434152 0.0024210393771423879 0.0044216706805569501 0.0029703803866557542
leaf_weight=66 77 53 61 97 53 86 61 89 56 84 85 85 52 650 91 62 62 53 79 74 212 69
leaf_count=66 77 53 61 97 53 86 61 89 56 84 85 85 52 650 91 62 62 53 79 74 212 69
internal_value=0 0.00287374 0.00253896 -0.000483361 0.00490565 0.00123737 0.00551855 0.00310422 0.00262734 0.0059514 0.00231776 0.00269928 0.00358821 0.0031522 0.0051236 0.0047077 0.00421834 0.00285283 0.00462673 0.00524516 0.00600132 0.00105168
internal_weight=0 1389 1336 210 968 139 829 1126 965 161 909 820 113 735 768 677 611 263 132 348 274 131
internal_count=2357 1389 1336 210 968 139 829 1126 965 161 909 820 113 735 768 677 611 263 132 348 274 131
is_linear=0
shrinkage=0.16829


Tree=9979
num_leaves=19
num_cat=0
split_feature=4 123 3 14 3 3 0 4 1 4 1 12 12 4 51 12 133 15
split_gain=2.28334 0.67569 0.440428 0.176984 0.173275 0.2293 0.163501 0.217962 0.145944 0.14032 0.133938 0.116489 0.0846236 0.0931673 0.0604321 0.0503819 0.0259521 0.0193655
threshold=0.30163500000000004 1.0000000180025095e-35 0.12178000000000001 -0.42214499999999994 -0.14162499999999997 -0.096099999999999977 -0.081964999999999996 -0.49269499999999994 0.11890000000000002 0.043850000000000007 0.10141500000000002 0.089045000000000013 0.096610000000000015 -0.08916499999999998 0.024995000000000003 0.088845000000000021 0.090085000000000012 -0.41971499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 11 -1 -8 -5 12 -3 -6 13 -7 -14 -11 -17 -10
right_child=3 10 -4 8 5 9 7 -9 17 15 -12 -13 14 -15 -16 16 -18 -19
leaf_value=0.00079282877541306631 0.00034718762642144835 0.00041198395583949793 0.00031056469316428638 0.00024575102658801185 0.00028181681833470046 0.00069558557820099368 0.00072559475355053076 0.0004291413804810969 9.9600929508614225e-05 0.00053266708761743155 0.00019435638363325878 0.00047941527773008157 0.00053237553820119094 0.00056435197732804113 0.00040159758841315442 0.00039462055788099415 0.0004878515381355219 1.2286017278312682e-05
leaf_weight=57 55 54 92 76 52 65 53 57 59 100 74 92 154 1060 55 86 62 54
leaf_count=57 55 54 92 76 52 65 53 57 59 100 74 92 154 1060 55 86 62 54
internal_value=0 0.000519411 0.000534416 0.000182041 0.000545276 0.000535338 0.00064778 0.000572298 0.000133796 0.000546879 0.000286443 0.000408305 0.000560424 0.000571966 0.000498129 0.000473876 0.000433915 5.8187e-05
internal_weight=0 2113 1985 244 1893 1726 167 110 189 1582 128 144 1334 1125 209 248 148 113
internal_count=2357 2113 1985 244 1893 1726 167 110 189 1582 128 144 1334 1125 209 248 148 113
is_linear=0
shrinkage=0.0032998


Tree=9980
num_leaves=24
num_cat=0
split_feature=1 13 1 39 151 16 2 13 1 2 16 11 474 43 2 160 1446 2 42 1 42 42 13
split_gain=2.61807 0.410147 0.281788 0.27341 0.23249 0.223532 0.175787 0.117741 0.0946721 0.0874729 0.319664 0.0843595 0.0739237 0.0672858 0.0808787 0.0726704 0.0533689 0.0472013 0.0390016 0.0350809 0.0769807 0.0241264 0.0118442
threshold=0.10808500000000001 -0.10278499999999999 0.089710000000000026 0.088895000000000016 -0.084129999999999996 0.21684500000000004 0.11891500000000001 -0.062109999999999992 0.11646000000000002 0.090485000000000024 0.5136400000000001 1.0000000180025095e-35 0.037915000000000011 -0.12584499999999996 0.087610000000000007 0.0047600000000000012 0.08376500000000002 0.11252000000000002 -0.0015249999999999999 0.092415000000000011 0.090295000000000014 0.087005000000000013 0.069620000000000015
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 6 5 7 -4 11 -2 -3 -9 19 -11 13 21 22 15 16 -15 18 -16 -6 -21 -7 -1
right_child=1 3 4 -5 9 12 -8 8 -10 10 -12 -13 -14 14 17 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00067974515118222824 0.00023403581453155584 0.0004972400826839617 0.00026438776413642605 0.00017295575732932908 0.00058753430428696088 0.00034866425313018337 -1.3161869497214117e-05 0.00021753296632239004 0.00039577838264075855 0.00027398545527957557 0.00059557739423557324 0.00068657073120623505 0.00054685603716453249 0.0006090792882434211 0.00057917988346279541 0.00046634768209312399 0.00049780947191351065 0.0004377554656532865 0.0005165711952314191 0.00041684533430844903 0.00056637030339348889 0.0004459526621986554 0.00060334697079331991
leaf_weight=53 54 67 60 102 76 64 74 54 86 75 62 64 52 430 173 55 57 63 371 73 84 59 68
leaf_count=53 54 67 60 102 76 64 74 54 86 75 62 64 52 430 173 55 57 63 371 73 84 59 68
internal_value=0 0.000248306 0.000531204 0.000313417 0.000456213 0.00055255 9.08494e-05 0.00038246 0.000327278 0.000487224 0.000419781 0.000567188 0.000440758 0.000561145 0.000553115 0.000583024 0.000596128 0.000526351 0.000536546 0.000526729 0.00049707 0.000395617 0.000637102
internal_weight=0 437 1939 309 430 1509 128 207 140 370 137 1334 175 1270 1149 542 487 607 544 233 157 123 121
internal_count=2376 437 1939 309 430 1509 128 207 140 370 137 1334 175 1270 1149 542 487 607 544 233 157 123 121
is_linear=0
shrinkage=0.0032998


Tree=9981
num_leaves=23
num_cat=0
split_feature=4 12 4 16 52 160 16 52 51 4 12 16 160 16 49 43 12 52 16 4 16 400
split_gain=3.0453 1.29079 0.425407 0.366785 0.247057 0.173207 0.19904 0.118687 0.11638 0.125659 0.116032 0.0946585 0.156777 0.0837142 0.082328 0.067274 0.0643886 0.0674552 0.0689689 0.055139 0.0548114 0.0472154
threshold=0.30163500000000004 0.077755000000000005 0.046720000000000005 0.12292000000000002 -0.046924999999999988 -1.0000000180025095e-35 -0.07662999999999999 -0.087769999999999987 0.10838000000000002 -0.082249999999999976 0.09697500000000002 -0.51433499999999988 -1.0000000180025095e-35 -0.063814999999999997 -0.053439999999999994 -0.082689999999999986 0.098600000000000007 0.088100000000000012 0.0063750000000000013 -0.033449999999999987 -0.16927999999999996 -0.0064499999999999991
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 3 8 4 7 -6 -7 -1 9 16 20 -2 -13 -10 -11 19 17 18 -3 -16 -4 -17
right_child=11 2 10 -5 5 6 -8 -9 13 14 -12 12 -14 -15 15 21 -18 -19 -20 -21 -22 -23
leaf_value=0.0004849814687517123 0.00039426276604874878 0.00076433855477094342 0.00073573006782222264 0.00070813554210382324 0.00072133435408299254 0.00060805903251435816 0.00033556073687900328 0.00030406251814605874 0.00073994221521415894 0.00062974768777929809 0.00049534916929814231 0.00036025412762257528 0.00015777116783661244 0.00055389408048546051 0.00070837318873641559 0.0008092785268710678 0.00069337815509242656 0.00090858333779433105 0.00088588524823828539 0.00082542040626848521 0.00059095514055716313 0.00071402999559838165
leaf_weight=70 76 217 54 93 52 69 52 95 52 81 89 79 90 59 67 70 55 78 73 168 71 566
leaf_count=70 76 217 54 93 52 69 52 95 52 81 89 79 90 59 67 70 55 78 73 168 71 566
internal_value=0 0.00068544 0.000726386 0.000523856 0.000473048 0.000560607 0.000491243 0.00038103 0.000746283 0.000754727 0.000588055 0.00029671 0.000252631 0.000641369 0.00073327 0.000742856 0.000802936 0.000819215 0.000795056 0.000792199 0.00065378 0.000724569
internal_weight=0 2131 1700 431 338 173 121 165 1486 1375 214 245 169 111 952 871 423 368 290 235 125 636
internal_count=2376 2131 1700 431 338 173 121 165 1486 1375 214 245 169 111 952 871 423 368 290 235 125 636
is_linear=0
shrinkage=0.0032998


Tree=9982
num_leaves=23
num_cat=0
split_feature=1 52 12 4 1 0 2 41 2 43 2 2 51 4 0 50 42 0 43 42 4 2
split_gain=2.8067 0.816267 0.492603 0.487109 0.318087 0.387382 0.334719 0.2094 0.18074 0.142753 0.110509 0.124598 0.0969894 0.105872 0.158653 0.071832 0.0787755 0.0692153 0.0302773 0.0274092 0.0181559 0.0112037
threshold=0.10574000000000001 -0.40011499999999994 -0.010219999999999998 -0.011154999999999998 0.089710000000000026 -0.13010499999999997 0.11342000000000001 0.07831500000000001 0.11161 -0.079689999999999983 -1.0000000180025095e-35 0.13538500000000001 0.10975000000000001 0.04105000000000001 -0.099329999999999988 0.083090000000000011 -1.0000000180025095e-35 -0.14032999999999998 -0.010064999999999999 0.084175000000000014 -0.037004999999999989 0.092425000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 10 -4 6 -6 7 12 -5 -7 -3 -12 13 15 -15 16 -1 -10 -11 -17 -8 -20
right_child=1 2 3 8 5 9 20 -9 17 18 11 -13 -14 14 -16 19 -18 -19 21 -21 -22 -23
leaf_value=0.00081033981378560562 0.0008284960752800467 0.00016584888127759182 0.00076562860880994817 0.00054399030549144773 0.00044395597538495233 0.00057952223918380412 0.00054844403939553949 0.00095933889364300954 0.00043042759895700286 0.00069688021747172388 0.00044618116960601465 0.00023340023667483051 0.00064532373277658242 0.0007860833885637925 0.00054643255782164241 0.00088373281479566489 0.00074592071052153306 0.00026664503338193944 0.00081697280159131948 0.00079438045514940853 0.00063491588295383993 0.00074269466777904844
leaf_weight=355 58 62 60 83 79 74 55 65 53 82 60 62 73 69 56 102 577 64 72 80 77 58
leaf_count=355 58 62 60 83 79 74 55 65 53 82 60 62 73 69 56 102 577 64 72 80 77 58
internal_value=0 0.000459742 0.000411492 0.000504125 0.000737785 0.0006497 0.000759068 0.000774372 0.000425498 0.000706409 0.000280406 0.000338335 0.000765181 0.000772215 0.000679002 0.000782643 0.000770496 0.000341138 0.000750533 0.000844651 0.000599153 0.000784104
internal_weight=0 502 444 260 1874 365 1509 1377 200 286 184 122 1312 1239 125 1114 932 117 212 182 132 130
internal_count=2376 502 444 260 1874 365 1509 1377 200 286 184 122 1312 1239 125 1114 932 117 212 182 132 130
is_linear=0
shrinkage=0.0032998


Tree=9983
num_leaves=23
num_cat=0
split_feature=2 3 41 2 2 15 15 0 2 13 16 13 15 2 159 15 1210 13 15 16 3 13
split_gain=2.20466 1.1412 0.620204 0.594253 0.358222 0.304122 0.210873 0.290053 0.197994 0.222697 0.204262 0.091921 0.0816814 0.068873 0.0724801 0.0627608 0.0578774 0.0576373 0.052561 0.0332327 0.0244229 0.0189232
threshold=0.14578500000000003 -0.048154999999999996 0.081560000000000007 -0.0091949999999999983 0.17000000000000001 0.016500000000000004 -0.026169999999999995 -0.049744999999999991 0.10584500000000001 -0.0016149999999999999 -0.043889999999999992 -0.095574999999999979 0.088965000000000002 0.10866500000000003 0.085035000000000013 -0.093124999999999986 -0.0081349999999999981 -0.036584999999999993 -0.006494999999999999 0.014185000000000001 -0.08317999999999999 0.060910000000000013
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 2 6 -3 -2 8 7 13 10 -10 -5 -8 16 14 15 -1 -13 20 -18 -12 -14 -19
right_child=4 3 -4 5 -6 -7 11 -9 9 -11 19 12 17 -15 -16 -17 18 21 -20 -21 -22 -23
leaf_value=0.00070639037655260983 0.00033172210690360512 0.00024467982258495803 0.00034277845115579069 0.00046897644594282554 -4.1936015297081594e-05 0.00077521855425560608 0.00058535157822526673 0.00041136673329653382 0.00032761978241296419 0.0005717974412656813 0.00073314049966082581 0.00082619878568354025 0.00058523981262668706 0.00056259908191711187 0.00076195864022882154 0.00061597061234947991 0.00078692048641050994 0.00077150849057218516 0.00070995686289176399 0.00061533232324625269 0.00067078804446806808 0.0006830084256954558
leaf_weight=152 60 85 60 100 52 56 61 58 100 70 58 89 53 74 88 216 146 90 378 60 218 52
leaf_count=152 60 85 60 100 52 56 61 58 100 70 58 89 53 74 88 216 146 90 378 60 218 52
internal_value=0 0.000632627 0.000673593 0.000498202 0.000157923 0.000546657 0.000685422 0.000634534 0.000513578 0.000428371 0.000579863 0.000712917 0.000720467 0.000658889 0.000674438 0.000653414 0.000745279 0.000683553 0.000731468 0.000673537 0.000654187 0.000739348
internal_weight=0 2264 1735 529 112 444 1675 588 388 170 218 1087 1026 530 456 368 613 413 524 118 271 142
internal_count=2376 2264 1735 529 112 444 1675 588 388 170 218 1087 1026 530 456 368 613 413 524 118 271 142
is_linear=0
shrinkage=0.0032998


Tree=9984
num_leaves=26
num_cat=0
split_feature=1 133 0 51 4 4 41 12 0 123 50 0 52 1 1 0 4 1210 52 403 12 12 4 4 12
split_gain=0.123408 0.063131 0.0589789 0.0539948 0.0524101 0.0803848 0.0545365 0.0507016 0.0891134 0.122778 0.0616524 0.0682979 0.0500725 0.0697938 0.0764753 0.0450395 0.0449669 0.0436153 0.0404628 0.0767975 0.0378988 0.0261935 0.0231427 0.0267138 0.0232599
threshold=0.089710000000000026 -0.0073049999999999999 -0.095419999999999991 0.10975000000000001 0.04105000000000001 0.065590000000000009 0.075585000000000013 -0.010219999999999998 -0.10147999999999999 0.085215000000000013 0.11720500000000002 -0.016419999999999997 -0.071919999999999984 0.11212500000000002 0.094335000000000016 -0.11208499999999998 -0.012089999999999998 -0.07692499999999998 0.085965000000000014 -0.13024499999999997 0.095165000000000013 0.081810000000000008 -0.082869999999999985 -0.051459999999999992 0.089505000000000015
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 -2 4 6 -6 17 8 -3 -10 11 12 16 14 -14 -7 -9 -1 19 -19 -13 -21 24 -24 -20
right_child=1 7 -4 -5 5 15 -8 10 9 -11 -12 20 13 -15 -16 -17 -18 18 22 21 -22 -23 23 -25 -26
leaf_value=0.0094362145476780193 -0.0051022306632918756 0.005597632672620572 0.0022091208383757969 0.0012779338324851351 -0.0016310283664331042 0.0092165797723384544 0.011273603797799242 0.0020101293430297559 -0.0079754182648501554 0.002656411223084697 0.0095274501157676401 0.010437077030408458 -0.00074773276885644886 -0.0027494125325435346 0.0065209454307694767 0.0027936546248588183 0.0086580885001352505 -0.001321526918521967 0.0066438946812964776 0.0025407377665366479 0.0041408808482407558 0.0055920294544032616 0.0048001190527797227 0.0084436943722024163 0.011409809808147034
leaf_weight=82 52 76 78 93 70 53 52 59 52 75 55 54 76 87 88 77 58 57 73 97 57 516 205 82 52
leaf_count=82 52 76 78 93 70 53 52 59 52 75 55 54 76 87 88 77 58 57 73 97 57 516 205 82 52
internal_value=0 0.00270627 -0.0007016 0.00523126 0.00548964 0.00294709 0.00590634 0.00330983 0.00103413 -0.00168263 0.00417156 0.00355284 0.0024418 0.00109252 0.00314158 0.00542605 0.00532105 0.00566502 0.00537756 0.00456211 0.00722008 0.00511213 0.0066993 0.0058474 0.00864089
internal_weight=0 867 130 1509 1416 200 1216 737 203 127 534 479 368 251 164 130 117 1164 1082 670 111 613 412 287 125
internal_count=2376 867 130 1509 1416 200 1216 737 203 127 534 479 368 251 164 130 117 1164 1082 670 111 613 412 287 125
is_linear=0
shrinkage=0.16829


Tree=9985
num_leaves=26
num_cat=0
split_feature=43 150 158 4 402 4 4 4 42 42 4 4 42 12 43 42 43 52 43 157 42 16 131 130 4
split_gain=0.102859 0.118153 0.0903072 0.0636669 0.0880408 0.0863315 0.0619678 0.0615597 0.0398902 0.03816 0.0586056 0.0353266 0.0293333 0.0393188 0.038421 0.0499177 0.0533632 0.0327746 0.0258531 0.0269744 0.0226534 0.0202193 0.0167853 0.0124809 0.00822248
threshold=-0.0019149999999999998 0.10921500000000002 0.086290000000000019 0.23590000000000003 -0.085519999999999985 0.0066850000000000008 0.056815000000000011 0.27287000000000006 0.10273000000000002 0.089305000000000009 -0.15805499999999997 0.50113000000000019 0.087525000000000006 0.085665000000000005 -0.0063549999999999987 -0.093464999999999979 -0.087864999999999985 -0.084674999999999986 -0.083154999999999993 -0.013599999999999999 0.082115000000000007 -0.49181999999999998 0.092855000000000007 0.085235000000000019 -0.062804999999999986
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=7 2 3 4 -2 9 -7 8 12 10 -6 -5 14 -14 15 23 20 -18 -15 -20 -17 -9 -21 -1 -10
right_child=1 -3 -4 11 5 6 -8 21 24 -11 -12 -13 13 18 -16 16 17 -19 19 22 -22 -23 -24 -25 -26
leaf_value=0.0083898704904184062 -0.002849249112258854 -0.0055135793178886748 0.0087040466655415524 -0.0041677388536717494 0.0045822466869606098 0.011446225250364019 0.0036400292194467463 0.0030699032472832548 0.0030309269425306917 0.0058867325050573332 0.00028447461096725091 0.0014773330237000228 0.010239464438916934 0.0080375139190497474 0.0089437820920768088 0.002438604335162057 0.0070806347615719146 0.0037017803588773076 0.001197009246644102 0.0064199788263772511 -0.0013697624091592291 -0.0014315102742895882 0.0029064009259777692 0.0054025128731377547 0.0001628388476500667
leaf_weight=77 69 53 65 62 139 59 58 53 66 78 257 63 60 89 52 145 111 325 52 156 63 60 54 94 52
leaf_count=77 69 53 65 62 139 59 58 53 66 78 257 63 60 89 52 145 111 325 52 156 63 60 54 94 52
internal_value=0 0.00218457 0.00266668 0.00216448 0.00282492 0.00349043 0.00759184 0.00446041 0.00476644 0.00247426 0.00179757 -0.00130825 0.00504057 0.00622287 0.00447803 0.00419089 0.00350641 0.00456611 0.00553115 0.0046729 0.00127647 0.000663873 0.00552504 0.0067582 0.00178225
internal_weight=0 903 850 785 660 591 117 1509 1396 474 396 125 1278 411 867 815 644 436 351 262 208 113 210 171 118
internal_count=2412 903 850 785 660 591 117 1509 1396 474 396 125 1278 411 867 815 644 436 351 262 208 113 210 171 118
is_linear=0
shrinkage=0.16829


Tree=9986
num_leaves=20
num_cat=0
split_feature=3 3 42 150 15 2 2 0 0 2 0 0 133 47 1456 3 131 16 0
split_gain=2.11175 0.958336 0.402453 0.337376 0.324923 0.23612 0.352917 0.1469 0.132044 0.11106 0.0735548 0.103167 0.0473041 0.0401658 0.0440741 0.03791 0.03496 0.0243114 0.0109774
threshold=-0.049204999999999992 0.31299000000000005 0.086325000000000013 0.091105000000000005 -0.23118499999999997 0.064660000000000009 0.098215000000000011 -0.14032999999999998 -0.076639999999999986 0.12131500000000002 -0.14216999999999999 -0.10653 0.092120000000000021 0.085025000000000017 -0.12206499999999998 -0.07385499999999999 0.023795 -0.0087049999999999992 -0.084869999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 -2 17 -8 -4 10 -6 -12 13 14 -13 18 -15 -7 -14
right_child=1 -3 8 -5 9 6 7 -9 -10 -11 11 12 15 16 -16 -17 -18 -19 -20
leaf_value=0.00030955113477432444 0.00032327564298311698 3.4267295271918768e-05 9.7355144150223624e-05 0.00019267614307277571 0.00069363253278469745 0.00070179658211872754 0.00031395526241260958 0.00050945253091501494 0.00032165663851966512 0.00043605830928195358 0.00044400246910848332 0.00050259173679623301 0.00051172859565041271 0.00047855238888825724 0.00060104549908406881 0.00045859829370668734 0.00058241582031783197 0.00060286023204521571 0.00057030090846583331
leaf_weight=54 88 94 52 53 59 62 78 94 65 66 68 57 59 70 971 55 87 65 215
leaf_count=54 88 94 52 53 59 62 78 94 65 66 68 57 59 70 971 55 87 65 215
internal_value=0 0.000342869 0.000394885 0.000440706 0.00056299 0.000474583 0.000518997 0.000421002 0.000222268 0.000570987 0.000576392 0.000571998 0.000577723 0.000587795 0.000595621 0.000541338 0.000536332 0.000651437 0.000557817
internal_weight=0 651 557 440 1761 387 299 172 117 1707 1641 1582 1514 1185 1028 329 157 127 274
internal_count=2412 651 557 440 1761 387 299 172 117 1707 1641 1582 1514 1185 1028 329 157 127 274
is_linear=0
shrinkage=0.0032998


Tree=9987
num_leaves=25
num_cat=0
split_feature=1 40 43 1 150 1 12 1 15 42 0 0 1447 52 0 0 43 12 0 1 1210 0 43 43
split_gain=0.0916844 0.0782222 0.0719973 0.0570388 0.0567975 0.0612656 0.116555 0.0580546 0.0562753 0.0703181 0.0550346 0.0848114 0.0485571 0.0422033 0.0358943 0.0357284 0.0264321 0.0389606 0.0233372 0.0183652 0.0174959 0.0225423 0.0118688 0.0155587
threshold=0.13554500000000003 -0.026419999999999996 -0.0019149999999999998 0.094610000000000014 0.08926000000000002 1.0000000180025095e-35 0.085185000000000025 0.089710000000000026 -0.091604999999999978 0.087495000000000003 -0.077259999999999981 0.033830000000000006 -0.085754999999999984 -0.085924999999999987 -0.13740499999999997 -0.072174999999999975 -0.23269999999999999 0.10207000000000001 -0.088374999999999995 0.10720500000000001 -0.079504999999999978 -0.067094999999999988 0.0061450000000000003 0.18822500000000003
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 -2 3 12 5 6 -4 18 9 -5 14 -12 -1 -10 -9 22 -14 20 -7 -15 -18 -22 -8 -24
right_child=1 -3 4 8 -6 7 15 10 13 -11 11 -13 16 19 -16 -17 17 -19 -20 -21 21 -23 23 -25
leaf_value=0.00064569666659213334 -0.0059801160794558583 0.0022133722311677654 -0.0060793616481495515 -0.0041898193842905647 -0.0020122043095727993 0.0049866512159285276 0.0014137061639218262 0.0030456819415024343 0.008082717762942556 0.0040534292645058876 -0.0025451822337024289 0.0055258489299464565 0.00787091692513151 0.00029571311843579114 0.0084353333595223942 -0.00087721184539947669 0.0028312949568317885 0.0010659204417745045 0.0097782678784144629 0.004395076095901067 0.0051790668933391132 0.0086438464875676687 0.0062657589933244068 0.0027240493226132994
leaf_weight=73 52 90 54 67 76 63 53 90 54 52 93 61 95 61 59 66 84 71 57 65 771 59 69 77
leaf_count=73 52 90 54 67 76 63 53 90 54 52 93 61 95 61 59 66 84 71 57 65 771 59 69 77
internal_value=0 -0.000774408 0.00362327 0.00433612 0.00235573 0.00280554 0.0010371 0.00413494 0.00225364 -0.00057263 0.00288438 0.000640119 0.0048746 0.0041321 0.0051919 0.00249402 0.00515878 0.00489538 0.00727764 0.00242472 0.00519089 0.00542752 0.00362115 0.00441018
internal_weight=0 142 2270 1452 818 742 319 423 299 119 303 154 1153 180 149 265 1080 985 120 126 914 830 199 146
internal_count=2412 142 2270 1452 818 742 319 423 299 119 303 154 1153 180 149 265 1080 985 120 126 914 830 199 146
is_linear=0
shrinkage=0.16829


Tree=9988
num_leaves=9
num_cat=0
split_feature=457 14 10 1453 10 1 150 0
split_gain=0.0695464 0.0949085 0.0552977 0.0467992 0.0415226 0.0571385 0.0545592 0.069622
threshold=0.11251000000000001 0.076975000000000002 0.058500000000000003 -0.077764999999999987 -0.014199999999999999 0.14426500000000003 0.10874500000000002 -0.10653
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.007304578629444192 -0.0031563917564120213 0.009006907312474173 -0.0026603217137549972 -0.0012470911558981322 3.7180915965948583e-05 0.0082933326491580889 0.0070787259463014895 0.002953623901130189
leaf_weight=66 54 71 52 71 270 54 79 1695
leaf_count=66 54 71 52 71 270 54 79 1695
internal_value=0 0.00293621 0.00274696 0.00287357 0.00273792 0.00287363 0.00272957 0.00255381
internal_weight=0 2358 2287 2235 2169 2098 2044 1965
internal_count=2412 2358 2287 2235 2169 2098 2044 1965
is_linear=0
shrinkage=0.16829


Tree=9989
num_leaves=19
num_cat=0
split_feature=4 1 12 14 0 1 0 48 12 4 42 40 159 4 1 4 0 0
split_gain=8.46115 2.25469 0.96475 0.721219 0.534136 0.508208 0.415205 0.353349 0.345583 0.318939 0.224873 0.144862 0.117412 0.113745 0.113268 0.104847 0.070294 0.0203116
threshold=0.30163500000000004 0.10080500000000002 0.085090000000000013 0.062655000000000016 0.056265000000000009 0.13301500000000002 -0.13314999999999996 0.10990500000000002 0.096370000000000025 0.036620000000000007 0.094600000000000017 -0.0057599999999999986 -0.085604999999999987 0.15484000000000003 0.11646000000000002 0.41939500000000002 -0.077809999999999976 -0.093384999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 6 15 -1 11 -4 10 12 -3 -8 17 -10 -2 -12 -11
right_child=5 2 8 -5 -6 -7 9 -9 14 13 16 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00077037576757124626 0.00030917764735138647 0.00057494134563280659 0.0010682721541281943 0.0013241300903310146 0.00068597018938555026 0.00011206799211682677 0.00093164826014513567 0.00077898574297356857 0.00087357239291645 0.00075866763520247989 0.00099489543810807497 0.00036823177933397372 0.0010415502722809834 0.00099359559402977925 0.00065315687661218443 0.00048733169410035654 0.00086652229490074173 0.00085009105353943436
leaf_weight=100 63 69 66 64 72 102 126 52 52 52 78 83 996 59 54 89 142 93
leaf_count=100 63 69 66 64 72 102 126 52 52 52 78 83 996 59 54 89 142 93
internal_value=0 0.000929655 0.000697127 0.000978698 0.000965809 0.000292725 0.000978029 0.000543196 0.000879492 0.000991438 0.00101008 0.000462299 0.00102924 0.000868636 0.000761618 0.000413723 0.000912197 0.000817548
internal_weight=0 2158 376 1782 1718 254 1646 204 172 1546 1342 152 1122 204 106 152 220 145
internal_count=2412 2158 376 1782 1718 254 1646 204 172 1546 1342 152 1122 204 106 152 220 145
is_linear=0
shrinkage=0.0032998


Tree=9990
num_leaves=28
num_cat=0
split_feature=1 1 1456 39 16 52 1 12 12 0 16 43 52 16 43 2 1 1375 402 0 0 43 16 16 0 16 16
split_gain=0.0864659 0.104535 0.0700379 0.060079 0.0606737 0.0647711 0.057463 0.0410532 0.0543229 0.0515342 0.049152 0.0345249 0.0331077 0.0372396 0.0292103 0.0409504 0.0629379 0.0357013 0.0431014 0.053088 0.041733 0.0378081 0.0265709 0.0237484 0.0367503 0.0213091 0.02007
threshold=0.10205500000000002 0.14828500000000003 -0.11085999999999999 0.10031500000000002 0.5136400000000001 -0.087239999999999984 0.11481500000000001 0.083725000000000008 -0.013764999999999998 -0.15061499999999997 0.15737500000000001 -1.0000000180025095e-35 0.055990000000000005 -0.26987499999999992 -0.00067499999999999993 0.087910000000000016 0.085265000000000021 -1.0000000180025095e-35 0.088920000000000013 -0.081284999999999982 -0.082039999999999988 -0.15318999999999997 -0.0083249999999999973 -0.019749999999999993 -0.14766999999999997 -0.080419999999999978 -0.049384999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 23 8 -4 -10 11 -11 13 -8 17 16 -16 -9 19 22 -20 -21 -19 24 -7 -17 -27
right_child=1 -3 7 -5 -6 6 12 14 9 10 -12 -13 -14 -15 15 25 -18 18 20 21 -22 -23 -24 -25 -26 26 -28
leaf_value=-0.0010483340005534804 -0.0053360108778240101 0.0083277648971811676 0.0057025323515411406 0.0057410615452569997 0.0048205618260739446 0.00083089610983675581 -0.006572422891565545 0.0082780349318917999 0.0045568897050506712 3.11008221536775e-06 0.0036804067323747852 -0.005768023784023836 0.0011347110986532568 -0.00033205670054384625 0.011483478682508142 0.0061069602578178311 0.0043907710867206505 0.0036420607888222453 0.0039131477318659572 -0.0024969248469652494 0.0098866550045536503 0.0023760521383246612 0.0065769402305310551 -0.00039060593432718656 0.0070246300528662422 0.00015646209519396299 0.0047466625579475636
leaf_weight=81 71 56 99 59 65 55 58 52 80 66 52 52 65 52 72 92 72 375 79 54 59 265 117 52 55 52 58
leaf_count=81 71 56 99 59 65 55 58 52 80 66 52 52 65 52 72 92 72 375 79 54 59 265 117 52 55 52 58
internal_value=0 0.00140882 0.00376862 0.000677131 4.16794e-05 -0.000715259 0.000252922 0.00399973 0.00236202 0.00103199 -0.000616222 -0.00252488 -0.00185549 -0.00363876 0.00442272 0.0057671 0.0079496 0.00395623 0.00371753 0.00324524 0.00648006 0.00154553 0.00434364 0.00254162 0.0039441 0.00420236 0.00259308
internal_weight=0 588 1777 532 473 408 337 1696 349 250 170 118 175 110 1347 346 144 1001 949 811 138 319 492 162 110 202 110
internal_count=2365 588 1777 532 473 408 337 1696 349 250 170 118 175 110 1347 346 144 1001 949 811 138 319 492 162 110 202 110
is_linear=0
shrinkage=0.16829


Tree=9991
num_leaves=22
num_cat=0
split_feature=4 1 147 15 1 51 51 14 4 133 4 16 51 13 16 150 16 51 42 4 42
split_gain=0.0820141 0.0963755 0.0691333 0.0852708 0.0560235 0.0531337 0.0498286 0.0482555 0.0540758 0.0732055 0.112233 0.0418363 0.0395868 0.0427749 0.0358951 0.0347334 0.0326135 0.0455313 0.0263031 0.015568 0.017335
threshold=-0.00045499999999999995 0.14068500000000003 0.089365000000000014 -0.0078799999999999981 0.10471500000000002 0.11144500000000002 0.088940000000000005 -1.0000000180025095e-35 0.41181500000000004 0.085605000000000014 0.062150000000000004 0.052915000000000011 -0.17169499999999996 0.055020000000000006 -0.123625 0.083205000000000015 -0.020464999999999997 -0.011859999999999997 0.087505000000000013 -0.078909999999999994 -0.042074999999999994
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=4 2 3 7 5 12 11 -2 9 14 -11 -6 -1 15 -9 16 18 -18 -14 20 -15
right_child=1 -3 -4 -5 6 -7 -8 8 -10 10 -12 -13 13 19 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0081904875274330068 0.0044143421419965915 0.0069839455740703729 -0.0050891606322199306 0.0060601981702618343 -0.0051942208894090094 -0.00079470384977622065 0.0040534948962738324 0.0046675329518556319 -0.0041124909612488781 0.0015733180345412019 -0.0084262081796263738 0.0014755062410630659 0.003731622366118412 -0.0022396499190169925 0.00069009775663966615 0.0070704380742686252 0.0051181692159920919 0.0012213996649514303 0.0060250538142996015 0.0035043422588077748 0.0020844736464153009
leaf_weight=60 73 75 55 86 52 70 68 99 84 73 56 54 409 52 187 103 130 250 224 52 53
leaf_count=60 73 75 55 86 52 70 68 99 84 73 56 54 409 52 187 103 130 250 224 52 53
internal_value=0 0.00124312 0.000636727 0.00111806 0.00334994 0.00370338 0.000489744 0.000371876 -0.000215907 0.00056847 -0.00275363 -0.00177949 0.00394093 0.00373923 0.00207318 0.00410573 0.00380251 0.00255923 0.00454604 0.00112255 -3.98867e-05
internal_weight=0 788 713 658 1577 1403 174 572 499 415 129 106 1333 1273 286 1116 1013 380 633 157 105
internal_count=2365 788 713 658 1577 1403 174 572 499 415 129 106 1333 1273 286 1116 1013 380 633 157 105
is_linear=0
shrinkage=0.16829


Tree=9992
num_leaves=30
num_cat=0
split_feature=1 52 14 4 2 52 1 43 2 2 43 13 52 15 52 4 43 15 15 52 157 15 15 2 43 157 43 13 13
split_gain=3.36789 0.655073 0.355049 0.332296 0.301204 0.203265 0.124968 0.131326 0.103498 0.422908 0.105425 0.102289 0.0882497 0.0791741 0.066513 0.0646636 0.0871107 0.0605908 0.0752637 0.0531707 0.050564 0.0445735 0.0377335 0.0328651 0.0437695 0.0358292 0.0238427 0.0185996 0.0107055
threshold=0.10244000000000002 -0.41304999999999997 0.062655000000000016 0.014585000000000002 0.14106500000000002 0.12431000000000002 0.081925000000000012 -0.010739999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.078059999999999977 -0.00051499999999999994 0.0029250000000000005 -0.14068999999999995 -0.019039999999999998 -0.49432999999999994 -0.10761 0.082365000000000008 -0.030229999999999996 -0.062629999999999977 -0.08205999999999998 -0.079109999999999986 0.086195000000000008 0.090000000000000011 0.065040000000000014 -0.0085999999999999983 -0.0040649999999999983 -0.078934999999999991 -0.081849999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 5 8 7 12 9 -3 -10 14 -5 -6 20 -13 22 18 -18 -12 -1 -22 -17 24 25 -16 27 -25 -23
right_child=1 4 -4 6 13 -7 -8 -9 10 -11 19 15 -14 -15 23 16 17 -19 -20 -21 21 28 -24 26 -26 -27 -28 -29 -30
leaf_value=0.00067254547150954482 0.00062541530735713772 0.00022318397485970531 0.00085427117037095018 0.00038510960464054137 0.00021733777534354497 0.0004868315188530667 0.00036734026085631714 0.00064114780305116442 0.00011542584241218095 0.00059650511049790292 0.00020552869603018801 0.00067334226866847327 0.00056454726359503684 3.6870738425443253e-05 0.0007385777437955806 0.00069266759394034688 0.00053937758603128986 0.00059363216392543418 0.00036703972418867853 0.0003430983445093894 0.0006278832187874867 0.00056137461605217532 0.00056622734454645635 0.00070124642894609011 0.00076479430766974088 0.00065133952694859372 0.0005694187178786577 0.00060718337381227537 0.00049054254736638058
leaf_weight=79 70 92 66 66 54 71 62 83 54 52 52 65 58 53 65 55 64 62 52 81 93 65 59 52 54 490 77 61 58
leaf_count=79 70 92 66 66 54 71 62 83 54 52 52 65 58 53 65 55 64 62 52 81 93 65 59 52 54 490 77 61 58
internal_value=0 0.000325698 0.000615452 0.000606267 0.00028441 0.00032588 0.000499097 0.00053839 0.000291249 0.000358239 0.000239475 0.000626111 0.000469324 0.000128277 0.000642224 0.000576636 0.000554988 0.000508325 0.000462426 0.000289577 0.000598545 0.000571317 0.000627538 0.000658307 0.000670826 0.00066162 0.000617993 0.000650781 0.000528261
internal_weight=0 579 1786 1720 509 402 269 207 331 144 187 1451 124 107 1094 357 292 178 116 133 295 216 114 799 609 555 190 113 123
internal_count=2365 579 1786 1720 509 402 269 207 331 144 187 1451 124 107 1094 357 292 178 116 133 295 216 114 799 609 555 190 113 123
is_linear=0
shrinkage=0.0032998


Tree=9993
num_leaves=17
num_cat=0
split_feature=42 483 15 2 483 1 43 15 1 3 3 0 0 52 2 3
split_gain=0.0581976 0.0710977 0.107268 0.105032 0.0592185 0.0474555 0.0792989 0.057419 0.0730234 0.0517278 0.0600433 0.069221 0.0381206 0.0341198 0.0242539 0.0175839
threshold=0.10059500000000002 0.090840000000000018 -0.088774999999999979 0.14106500000000002 0.086010000000000017 0.10244000000000002 -0.073574999999999988 -0.15614499999999998 0.10797500000000002 0.092330000000000009 -0.0035149999999999995 0.040035000000000008 -0.059114999999999994 0.10963000000000002 0.081110000000000015 -0.065259999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 9 12 -8 -9 10 11 -1 -7 14 -2 -16
right_child=13 2 -4 -5 -6 6 7 8 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=0.0033708709838575221 0.0065732457570397227 -0.0066468757821982064 0.0024090864860957131 -0.0034462808358334735 0.0083545157180075838 -0.0038909958452922784 0.0075792358892507704 -0.0028174545324332195 0.0043363877383831 -0.00088656988654557916 0.0077486087214710215 -0.002335123989579684 0.0016735018432606345 0.0087382551843537895 0.0044395104116743168 0.00059376214786382412
leaf_weight=1206 69 61 94 78 54 100 58 68 99 85 84 63 53 55 74 64
leaf_count=1206 69 61 94 78 54 100 58 68 99 85 84 63 53 55 74 64
internal_value=0 0.0023176 -0.00114328 0.0025939 0.00284681 0.00268204 0.000997109 0.00301027 0.00141269 0.0031237 0.00337697 0.00308618 -0.00195168 0.00498501 0.00397909 0.00266899
internal_weight=0 2103 155 1948 1870 1816 378 225 167 1438 1353 1269 153 262 207 138
internal_count=2365 2103 155 1948 1870 1816 378 225 167 1438 1353 1269 153 262 207 138
is_linear=0
shrinkage=0.16829


Tree=9994
num_leaves=16
num_cat=0
split_feature=49 49 1456 2 0 484 484 13 13 0 43 160 49 43 2
split_gain=0.0502483 0.0741936 0.0546807 0.0540387 0.0492455 0.0405431 0.0671888 0.0561731 0.0639218 0.0550422 0.0450514 0.043322 0.0586493 0.0163276 0.013165
threshold=-0.048579999999999991 -0.069799999999999987 -0.090954999999999994 0.099675000000000014 -0.094709999999999989 0.096820000000000003 0.087150000000000019 0.034905000000000012 0.11466000000000001 0.11535000000000002 0.10597500000000001 -0.43346499999999993 0.13022500000000004 0.24306000000000003 0.091955000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 10 9 -9 11 -4 -13 -12 -10
right_child=2 -3 5 -5 -6 -7 -8 8 14 -11 13 12 -14 -15 -16
leaf_value=0.0069687424230436539 -0.0014666982664451927 -0.0049068777960646296 0.0067658167461016648 -0.0021705589221880325 0.00079329583349451414 -0.0014281758565619022 0.0078160209556820213 -0.00420885892618724 0.0046126812606924195 0.0024326409954061145 0.0081466612119636475 0.002756991309019385 -0.0020436701553178276 0.0043918695927536808 0.0011045962160211823
leaf_weight=63 95 65 71 74 89 66 73 101 76 54 55 1263 76 91 53
leaf_count=63 95 65 71 74 89 66 73 101 76 54 55 1263 76 91 53
internal_value=0 9.71447e-05 0.00246509 0.0015443 0.00336468 0.00265474 0.00279654 0.00259643 0.000412577 -0.00188346 0.00299386 0.0027001 0.00248317 0.00581865 0.0031853
internal_weight=0 291 2074 226 152 1979 1913 1840 284 155 1556 1410 1339 146 129
internal_count=2365 291 2074 226 152 1979 1913 1840 284 155 1556 1410 1339 146 129
is_linear=0
shrinkage=0.16829


Tree=9995
num_leaves=17
num_cat=0
split_feature=1 3 1 4 124 12 14 3 1456 0 3 4 39 42 1 133
split_gain=2.8113 0.763193 0.374155 0.299183 0.276886 0.258606 0.210184 0.189421 0.182324 0.120249 0.104141 0.0928737 0.0865769 0.0858541 0.0854069 0.0627043
threshold=0.10574000000000001 -0.06340999999999998 0.14262000000000002 0.41181500000000004 -0.076779999999999987 0.11844 0.054835000000000009 0.077930000000000013 -0.089134999999999978 -0.13314999999999996 0.31299000000000005 0.054560000000000004 0.090455000000000021 0.088285000000000016 0.11570500000000002 0.082410000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 14 -1 6 8 12 -6 -10 -9 13 -3 -11 -2 -13
right_child=1 2 -4 -5 5 -7 -8 10 9 11 -12 15 -14 -15 -16 -17
leaf_value=0.00034150998369441698 0.00062422009006597408 3.5009407570351929e-05 -5.7907015645688209e-05 0.00022399773377622455 0.00070426093162783722 0.0003275196338756936 0.00073624846154359664 0.00038057980163147445 0.00041928517175071319 0.00056760702639061043 0.00018924074895478461 0.00038342194143562428 0.00020882229755946294 0.00050923645367776987 0.00043975249358518982 0.00052513378358540002
leaf_weight=81 54 62 69 52 72 61 63 78 98 903 53 67 64 418 60 76
leaf_count=81 54 62 69 52 72 61 63 78 98 903 53 67 64 418 60 76
internal_value=0 0.000250349 0.000157439 0.000432599 0.000531328 0.000540054 0.000547673 0.000215393 0.000540381 0.000532804 0.000303437 0.000540379 0.000123575 0.000549164 0.000527441 0.000458984
internal_weight=0 492 326 166 1839 1758 1697 257 1634 1562 131 1464 126 1321 114 143
internal_count=2331 492 326 166 1839 1758 1697 257 1634 1562 131 1464 126 1321 114 143
is_linear=0
shrinkage=0.0032998


Tree=9996
num_leaves=22
num_cat=0
split_feature=1 3 2 2 2 2 2 3 12 12 1456 1429 13 42 49 43 15 1 13 0 2
split_gain=5.87233 1.2056 0.56481 0.532454 0.490054 0.450982 0.293222 0.21126 0.200713 0.287327 0.157607 0.192867 0.118921 0.114747 0.0764909 0.073303 0.0676856 0.054675 0.0514907 0.0230975 0.0191438
threshold=0.10574000000000001 -0.058704999999999993 0.14721500000000001 0.095935000000000006 -1.0000000180025095e-35 0.114165 -0.0050599999999999994 -0.14906999999999998 0.054520000000000006 0.11844 -0.088849999999999985 0.084770000000000012 -1.0000000180025095e-35 0.088285000000000016 -0.016709999999999999 0.0032700000000000003 -0.088954999999999992 0.11570500000000002 -0.079149999999999984 -0.07385499999999999 0.10803500000000001
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 5 4 6 -3 17 -1 -8 16 15 -9 13 -6 14 -12 18 -5 -2 -10 -15 -20
right_child=1 2 -4 8 12 -7 7 10 9 -11 11 -13 -14 19 -16 -17 -18 -19 20 -21 -22
leaf_value=0.00057375590152546638 0.00079358467023729672 8.5202276859456722e-05 1.1774357447419778e-06 0.00066619261442307678 0.00034018167340994575 0.00035700978744888494 0.0010284984144981624 0.00097522960019371578 0.00088439866151941672 0.00049945901483541366 0.00074189471301158076 0.000612747342332289 0.00051299486529294625 0.0007462749935405878 0.00084758217428355053 0.00067201709663287934 0.0005096456835095753 0.00064296396212565083 0.00072509899752530604 0.00082460747747169954 0.00080436712813309523
leaf_weight=55 55 66 75 53 98 58 53 64 58 53 90 56 81 269 707 74 79 59 84 61 83
leaf_count=55 55 66 75 53 98 58 53 64 58 53 90 56 81 269 707 74 79 59 84 61 83
internal_value=0 0.000372159 0.000252212 0.000778187 0.000328915 0.000595111 0.000811884 0.000821931 0.000683777 0.000725305 0.000813123 0.000804324 0.000418579 0.000813812 0.000835692 0.00076522 0.000572769 0.000715941 0.000795717 0.000760861 0.000764707
internal_weight=0 492 320 1839 245 172 1355 1300 484 352 1247 1183 179 1127 797 299 132 114 225 330 167
internal_count=2331 492 320 1839 245 172 1355 1300 484 352 1247 1183 179 1127 797 299 132 114 225 330 167
is_linear=0
shrinkage=0.0032998


Tree=9997
num_leaves=16
num_cat=0
split_feature=1 1455 11 124 2 133 2 3 157 3 1 3 1375 159 39
split_gain=0.189707 0.108416 0.0784067 0.0980524 0.0637081 0.0572727 0.0543116 0.0802644 0.0684197 0.0609733 0.0560598 0.0406814 0.0359497 0.026381 0.00481072
threshold=0.14262000000000002 0.078065000000000009 0.093970000000000012 -0.051674999999999992 0.095620000000000011 0.087005000000000013 0.089775000000000008 -0.12077499999999998 -0.077384999999999995 0.10449500000000002 0.10141500000000002 0.13772500000000001 -0.066804999999999989 0.08728000000000001 0.086210000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 14 7 -5 -8 10 -10 -11 -9 -14 -1
right_child=-2 4 -4 6 -6 -7 8 12 9 11 -12 -13 13 -15 -16
leaf_value=3.2530698780664654e-05 -0.0053299496240564554 0.010205703426790554 -0.0032961245435672512 0.0095330239432164423 0.0030073855863446382 -0.0055766500113284207 -0.0025005738187434358 0.007945545101099535 0.0027249040249790069 0.0092621994477049326 -0.0018136129326922379 0.0032197510670388249 0.00371883402427204 0.00046109406079899079 0.002357742569419253
leaf_weight=52 78 93 58 72 57 53 77 54 520 61 90 68 868 78 52
leaf_count=52 78 93 58 72 57 53 77 54 520 61 90 68 868 78 52
internal_value=0 0.00310402 0.00279088 0.00296439 0.00748232 -0.00106799 0.00330066 0.00409024 0.00226117 0.00275975 0.00205234 0.00609096 0.00369657 0.00345212 0.00121241
internal_weight=0 2253 2103 2045 150 157 1888 1072 816 739 610 129 1000 946 104
internal_count=2331 2253 2103 2045 150 157 1888 1072 816 739 610 129 1000 946 104
is_linear=0
shrinkage=0.16829


Tree=9998
num_leaves=17
num_cat=0
split_feature=1456 1 123 47 47 43 16 150 394 16 43 484 1 13 129 42
split_gain=0.149014 0.120432 0.0467339 0.0590034 0.0607115 0.0589558 0.0670789 0.0599457 0.057716 0.041951 0.0625868 0.0393026 0.0388959 0.0319238 0.0203075 0.0109796
threshold=-0.085589999999999986 0.14262000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.090100000000000013 -0.023454999999999997 -0.42004999999999992 0.083205000000000015 -0.038399999999999997 -0.090194999999999984 -0.074719999999999995 0.085845000000000019 0.10574000000000001 -0.011834999999999998 0.087825000000000014 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 5 -5 8 -7 12 -2 -6 -11 14 -8 -4 -10 -1
right_child=1 -3 13 4 9 6 7 -9 11 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0067488367085895874 -0.0021003015399507232 -0.00443297360688189 0.0014422054329645282 0.0098499387008223194 0.00021534251266838985 0.0054460031494896867 0.0015828854860878666 -0.003951372442599476 0.0034447642360101089 0.0015810552998172986 0.0087113474315490044 0.0072496992600372696 -0.0024301768268232215 -0.0033261000258301373 9.4363165502696052e-05 0.010374351611969672
leaf_weight=52 54 78 102 55 72 95 659 71 627 69 72 75 76 65 57 52
leaf_count=52 54 78 102 55 72 95 659 71 627 69 72 75 76 65 57 52
internal_value=0 0.00205509 0.00229142 0.00251935 0.00484683 0.00215438 0.0012136 0.000712515 0.00319478 0.00354652 0.0052348 0.00357387 0.00116549 -0.000402964 0.00316819 0.00857887
internal_weight=0 2227 2149 1982 268 1714 901 806 813 213 141 759 735 167 684 104
internal_count=2331 2227 2149 1982 268 1714 901 806 813 213 141 759 735 167 684 104
is_linear=0
shrinkage=0.16829


Tree=9999
num_leaves=15
num_cat=0
split_feature=4 123 13 14 49 15 130 457 14 376 43 4 13 15
split_gain=7.21438 1.65732 0.554417 0.389009 0.37452 0.235439 0.274358 0.219154 0.159265 0.148955 0.146174 0.115425 0.0653285 0.0170586
threshold=0.27161500000000005 1.0000000180025095e-35 -0.23438999999999996 0.076175000000000007 1.0000000180025095e-35 -0.14820999999999998 -0.081769999999999995 0.069910000000000014 -0.41790499999999997 0.083785000000000012 -0.052219999999999996 0.0053900000000000016 -0.0046699999999999997 -0.41880499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 -4 -7 11 -2 -3 -9 -8 13 -10
right_child=4 9 3 -5 -6 6 7 10 12 -11 -12 -13 -14 -15
leaf_value=0.00051363356296644407 0.00031088536486992312 0.00053042781035215255 0.0010181125616032678 0.0010687208742982909 0.00046053487705710085 0.00059590362282571673 0.00083197318026161408 0.00078071726106875082 0.00019504196185491377 0.0002942220566731485 0.00053525485261359126 0.0007554008526078935 1.6631226079034695e-05 0.00010853498411987904
leaf_weight=69 52 55 57 65 53 70 1298 57 52 64 52 271 63 53
leaf_count=69 52 55 57 65 53 70 1298 57 52 64 52 271 63 53
internal_value=0 0.000782276 0.000805492 0.000816242 0.0002112 0.000807131 0.000800231 0.000808733 0.000150973 0.000403689 0.000663939 0.00081877 0.000101266 0.000151712
internal_weight=0 2058 1939 1870 273 1805 1748 1678 220 119 109 1569 168 105
internal_count=2331 2058 1939 1870 273 1805 1748 1678 220 119 109 1569 168 105
is_linear=0
shrinkage=0.0032998


end of trees

feature_importances:
Column_3=15655
Column_2=15250
Column_4=15019
Column_0=13451
Column_1=12995
Column_12=12394
Column_16=10555
Column_15=10263
Column_13=8120
Column_52=7022
Column_43=6598
Column_42=4755
Column_49=3428
Column_133=3125
Column_14=2824
Column_51=2788
Column_160=2443
Column_11=2241
Column_48=2095
Column_150=1807
Column_39=1682
Column_159=1675
Column_151=1490
Column_403=1383
Column_47=1340
Column_50=1175
Column_123=1150
Column_157=1139
Column_10=1128
Column_40=1109
Column_484=1060
Column_124=896
Column_475=853
Column_156=822
Column_402=820
Column_41=774
Column_1213=728
Column_457=722
Column_1429=674
Column_1456=641
Column_1212=629
Column_9=590
Column_1447=530
Column_131=516
Column_130=515
Column_474=498
Column_132=495
Column_1446=466
Column_147=464
Column_158=458
Column_483=455
Column_481=384
Column_376=335
Column_1210=325
Column_1375=321
Column_155=287
Column_1455=282
Column_401=254
Column_1453=244
Column_480=214
Column_148=210
Column_34=201
Column_456=199
Column_1209=177
Column_1186=156
Column_1454=156
Column_30=149
Column_1452=148
Column_393=139
Column_149=125
Column_447=112
Column_1211=112
Column_400=108
Column_482=94
Column_394=92
Column_129=85
Column_399=79
Column_1427=77
Column_31=73
Column_97=72
Column_448=71
Column_1204=68
Column_128=59
Column_1420=58
Column_1203=56
Column_1419=50
Column_1373=48
Column_1374=43
Column_1443=42
Column_1428=39
Column_1444=39
Column_1348=34
Column_472=31
Column_44=29
Column_1208=25
Column_45=23
Column_479=21
Column_1185=18
Column_96=17
Column_471=15
Column_1425=15
Column_455=8
Column_106=7
Column_121=4
Column_453=4
Column_8=3
Column_454=3
Column_1451=3
Column_398=2
Column_374=1

parameters:
[boosting: dart]
[objective: regression]
[metric: l1,rmse]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 10000]
[learning_rate: 0.16829]
[num_leaves: 256]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 8]
[min_data_in_leaf: 52]
[min_sum_hessian_in_leaf: 0.106551]
[bagging_fraction: 0.755972]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 5]
[bagging_seed: 400]
[feature_fraction: 0.547665]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0.0106755]
[lambda_l2: 6.0709e-06]
[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: 17869]
[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]
[linear_tree: 0]
[max_bin: 476]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[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: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 16083]
[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: ]
[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:null